warning: commands will be executed using /bin/sh
job 3535 at Fri Aug  7 14:37:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse39-150724/YutaMouse39-150724
ElecNo	2
UseFeatures	11111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 6.25 and 9.37 GB of RAM.
Memory request: 3.12 GB would take us to total of 3.12 GB.
----------------------------------------------------------
Loaded 1739456 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.04 GB would take us to total of 4.17 GB.
------ Running on subset of 579818 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 19 (11873 points): Lose 755.314790 but Gain 2156.451300
Iteration 0F (50.140000 sec): 19 clusters
  Score: Raw -40695076.985712 + Penalty 38816.123405 = -40656260.862307
  nChanged 546565
Iteration 1F (77.040000 sec): 19 clusters
  Score: Raw -43644127.392560 + Penalty 38816.123405 = -43605311.269155
  nChanged 265749
Iteration 2F (104.670000 sec): 19 clusters
  Score: Raw -44571776.756043 + Penalty 38816.123405 = -44532960.632638
  nChanged 166841
Iteration 3F (133.050000 sec): 19 clusters
  Score: Raw -45121401.811929 + Penalty 38816.123405 = -45082585.688524
  nChanged 127207
Iteration 4F (161.770000 sec): 19 clusters
  Score: Raw -45447470.240766 + Penalty 38816.123405 = -45408654.117361
  nChanged 87709
Iteration 5F (185.570000 sec): 19 clusters
  Score: Raw -45625142.837866 + Penalty 38816.123405 = -45586326.714461
  nChanged 53423
Iteration 6F (211.580000 sec): 19 clusters
  Score: Raw -45714482.894081 + Penalty 38816.123405 = -45675666.770676
  nChanged 41625
Iteration 7F (241.180000 sec): 19 clusters
  Score: Raw -45797120.208158 + Penalty 38816.123405 = -45758304.084753
  nChanged 34501
Iteration 8F (268.720000 sec): 19 clusters
  Score: Raw -45864830.455477 + Penalty 38816.123405 = -45826014.332072
  nChanged 30554
Iteration 9F (293.930000 sec): 19 clusters
  Score: Raw -45921881.525239 + Penalty 38816.123405 = -45883065.401834
  nChanged 27201
Iteration 10Q (309.790000 sec): 19 clusters
  Score: Raw -45948200.901260 + Penalty 38816.123405 = -45909384.777855
  nChanged 20763
Iteration 11Q (326.870000 sec): 19 clusters
  Score: Raw -45961555.493776 + Penalty 38816.123405 = -45922739.370371
  nChanged 16675
Iteration 12Q (345.110000 sec): 19 clusters
  Score: Raw -45970648.976428 + Penalty 38816.123405 = -45931832.853023
  nChanged 13890
Iteration 13Q (363.640000 sec): 19 clusters
  Score: Raw -45977236.062655 + Penalty 38816.123405 = -45938419.939250
  nChanged 11893
Iteration 14Q (381.980000 sec): 19 clusters
  Score: Raw -45982284.614503 + Penalty 38816.123405 = -45943468.491098
  nChanged 10528
Iteration 15Q (400.150000 sec): 19 clusters
  Score: Raw -45986508.371539 + Penalty 38816.123405 = -45947692.248134
  nChanged 9522
Iteration 16Q (418.520000 sec): 19 clusters
  Score: Raw -45990387.282219 + Penalty 38816.123405 = -45951571.158814
  nChanged 8656
Iteration 17Q (436.650000 sec): 19 clusters
  Score: Raw -45994087.412189 + Penalty 38816.123405 = -45955271.288784
  nChanged 8294
Iteration 18Q (454.670000 sec): 19 clusters
  Score: Raw -45997199.780526 + Penalty 38816.123405 = -45958383.657120
  nChanged 7799
Iteration 19Q (472.220000 sec): 19 clusters
  Score: Raw -45999729.950110 + Penalty 38816.123405 = -45960913.826705
  nChanged 7267
Writing temp clu file 
Because OldScore, -45958383.657120, is greater than current (better) Score,-45960913.826705 
 Compute initial score before splitting:   Score: Raw -45999729.950110 + Penalty 38816.123405 = -45960913.826705
Memory request: 0.06 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (30554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (472.620000 sec): 2 clusters
  Score: Raw -2368753.626284 + Penalty 1678.178269 = -2367075.448015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (473.060000 sec): 3 clusters
  Score: Raw -2350020.123395 + Penalty 3356.356539 = -2346663.766856
  nChanged 14184
		SP:Iteration 1F (473.470000 sec): 3 clusters
  Score: Raw -2362581.352197 + Penalty 3356.356539 = -2359224.995658
  nChanged 3835
		SP:Iteration 2F (473.890000 sec): 3 clusters
  Score: Raw -2368287.424320 + Penalty 3356.356539 = -2364931.067781
  nChanged 3645
		SP:Iteration 3F (474.310000 sec): 3 clusters
  Score: Raw -2375812.595525 + Penalty 3356.356539 = -2372456.238986
  nChanged 3224
		SP:Iteration 4F (474.650000 sec): 3 clusters
  Score: Raw -2386536.909504 + Penalty 3356.356539 = -2383180.552965
  nChanged 2413
		SP:Iteration 5F (474.980000 sec): 3 clusters
  Score: Raw -2390627.296551 + Penalty 3356.356539 = -2387270.940012
  nChanged 1490
		SP:Iteration 6Q (475.280000 sec): 3 clusters
  Score: Raw -2391991.244495 + Penalty 3356.356539 = -2388634.887957
  nChanged 895
		SP:Iteration 7Q (475.610000 sec): 3 clusters
  Score: Raw -2392650.665397 + Penalty 3356.356539 = -2389294.308858
  nChanged 574
		SP:Iteration 8Q (475.910000 sec): 3 clusters
  Score: Raw -2393022.489442 + Penalty 3356.356539 = -2389666.132903
  nChanged 391
		SP:Iteration 9Q (476.270000 sec): 3 clusters
  Score: Raw -2393230.353159 + Penalty 3356.356539 = -2389873.996620
  nChanged 300
		SP:Iteration 10Q (476.590000 sec): 3 clusters
  Score: Raw -2393389.266220 + Penalty 3356.356539 = -2390032.909681
  nChanged 239
		SP:Iteration 11Q (476.910000 sec): 3 clusters
  Score: Raw -2393486.573478 + Penalty 3356.356539 = -2390130.216939
  nChanged 203
		SP:Iteration 12Q (477.230000 sec): 3 clusters
  Score: Raw -2393562.603848 + Penalty 3356.356539 = -2390206.247309
  nChanged 157
		SP:Iteration 13Q (477.530000 sec): 3 clusters
  Score: Raw -2393612.495527 + Penalty 3356.356539 = -2390256.138988
  nChanged 140
		SP:Iteration 14Q (477.870000 sec): 3 clusters
  Score: Raw -2393664.111367 + Penalty 3356.356539 = -2390307.754829
  nChanged 135
		SP:Iteration 15Q (478.190000 sec): 3 clusters
  Score: Raw -2393707.258310 + Penalty 3356.356539 = -2390350.901771
  nChanged 103
		SP:Iteration 16Q (478.480000 sec): 3 clusters
  Score: Raw -2393735.064105 + Penalty 3356.356539 = -2390378.707566
  nChanged 93
		SP:Iteration 17Q (478.830000 sec): 3 clusters
  Score: Raw -2393756.334823 + Penalty 3356.356539 = -2390399.978285
  nChanged 74
		SP:Iteration 18Q (479.110000 sec): 3 clusters
  Score: Raw -2393769.573507 + Penalty 3356.356539 = -2390413.216968
  nChanged 57
		SP:Iteration 19Q (479.460000 sec): 3 clusters
  Score: Raw -2393777.865861 + Penalty 3356.356539 = -2390421.509322
  nChanged 44
		SP:Iteration 20F (479.820000 sec): 3 clusters
  Score: Raw -2393794.181073 + Penalty 3356.356539 = -2390437.824534
  nChanged 47
		SP:Iteration 21Q (480.130000 sec): 3 clusters
  Score: Raw -2393803.567430 + Penalty 3356.356539 = -2390447.210892
  nChanged 43
		SP:Iteration 22Q (480.480000 sec): 3 clusters
  Score: Raw -2393812.756696 + Penalty 3356.356539 = -2390456.400157
  nChanged 42
		SP:Iteration 23Q (480.900000 sec): 3 clusters
  Score: Raw -2393822.336638 + Penalty 3356.356539 = -2390465.980099
  nChanged 46
		SP:Iteration 24Q (481.290000 sec): 3 clusters
  Score: Raw -2393831.807528 + Penalty 3356.356539 = -2390475.450989
  nChanged 42
		SP:Iteration 25Q (481.700000 sec): 3 clusters
  Score: Raw -2393840.864974 + Penalty 3356.356539 = -2390484.508436
  nChanged 34
		SP:Iteration 26Q (482.090000 sec): 3 clusters
  Score: Raw -2393847.601074 + Penalty 3356.356539 = -2390491.244535
  nChanged 26
		SP:Iteration 27Q (482.470000 sec): 3 clusters
  Score: Raw -2393850.866139 + Penalty 3356.356539 = -2390494.509600
  nChanged 27
		SP:Iteration 28Q (482.820000 sec): 3 clusters
  Score: Raw -2393854.510083 + Penalty 3356.356539 = -2390498.153545
  nChanged 31
		SP:Iteration 29Q (483.150000 sec): 3 clusters
  Score: Raw -2393857.640069 + Penalty 3356.356539 = -2390501.283530
  nChanged 23
		SP:Iteration 30Q (483.540000 sec): 3 clusters
  Score: Raw -2393859.314190 + Penalty 3356.356539 = -2390502.957651
  nChanged 20
		SP:Iteration 31Q (483.900000 sec): 3 clusters
  Score: Raw -2393861.057860 + Penalty 3356.356539 = -2390504.701321
  nChanged 17
		SP:Iteration 32Q (484.250000 sec): 3 clusters
  Score: Raw -2393862.352107 + Penalty 3356.356539 = -2390505.995568
  nChanged 19
		SP:Iteration 33Q (484.610000 sec): 3 clusters
  Score: Raw -2393863.651825 + Penalty 3356.356539 = -2390507.295286
  nChanged 12
		SP:Iteration 34Q (485.000000 sec): 3 clusters
  Score: Raw -2393864.287435 + Penalty 3356.356539 = -2390507.930896
  nChanged 7
		SP:Iteration 35Q (485.290000 sec): 3 clusters
  Score: Raw -2393864.689140 + Penalty 3356.356539 = -2390508.332602
  nChanged 6
		SP:Iteration 36Q (485.640000 sec): 3 clusters
  Score: Raw -2393864.961003 + Penalty 3356.356539 = -2390508.604464
  nChanged 4
		SP:Iteration 37Q (485.970000 sec): 3 clusters
  Score: Raw -2393865.289606 + Penalty 3356.356539 = -2390508.933068
  nChanged 6
		SP:Iteration 38Q (486.310000 sec): 3 clusters
  Score: Raw -2393865.719188 + Penalty 3356.356539 = -2390509.362649
  nChanged 4
		SP:Iteration 39Q (486.630000 sec): 3 clusters
  Score: Raw -2393866.011000 + Penalty 3356.356539 = -2390509.654461
  nChanged 4
		SP:Iteration 40F (486.950000 sec): 3 clusters
  Score: Raw -2393866.578239 + Penalty 3356.356539 = -2390510.221700
  nChanged 5
		SP:Iteration 41Q (487.280000 sec): 3 clusters
  Score: Raw -2393866.963141 + Penalty 3356.356539 = -2390510.606602
  nChanged 3
		SP:Iteration 42Q (487.640000 sec): 3 clusters
  Score: Raw -2393867.266369 + Penalty 3356.356539 = -2390510.909830
  nChanged 5
		SP:Iteration 43Q (488.010000 sec): 3 clusters
  Score: Raw -2393867.704698 + Penalty 3356.356539 = -2390511.348159
  nChanged 6
		SP:Iteration 44Q (488.390000 sec): 3 clusters
  Score: Raw -2393868.110759 + Penalty 3356.356539 = -2390511.754220
  nChanged 8
		SP:Iteration 45Q (488.820000 sec): 3 clusters
  Score: Raw -2393868.890095 + Penalty 3356.356539 = -2390512.533556
  nChanged 11
		SP:Iteration 46Q (489.150000 sec): 3 clusters
  Score: Raw -2393869.818224 + Penalty 3356.356539 = -2390513.461685
  nChanged 11
		SP:Iteration 47Q (489.520000 sec): 3 clusters
  Score: Raw -2393870.582402 + Penalty 3356.356539 = -2390514.225863
  nChanged 8
		SP:Iteration 48Q (489.890000 sec): 3 clusters
  Score: Raw -2393871.479944 + Penalty 3356.356539 = -2390515.123406
  nChanged 13
		SP:Iteration 49Q (490.220000 sec): 3 clusters
  Score: Raw -2393872.933634 + Penalty 3356.356539 = -2390516.577095
  nChanged 14
		SP:Iteration 50Q (490.560000 sec): 3 clusters
  Score: Raw -2393874.685678 + Penalty 3356.356539 = -2390518.329139
  nChanged 16
		SP:Iteration 51Q (490.940000 sec): 3 clusters
  Score: Raw -2393876.424527 + Penalty 3356.356539 = -2390520.067988
  nChanged 17
		SP:Iteration 52Q (491.290000 sec): 3 clusters
  Score: Raw -2393879.106573 + Penalty 3356.356539 = -2390522.750034
  nChanged 25
		SP:Iteration 53Q (491.680000 sec): 3 clusters
  Score: Raw -2393881.542724 + Penalty 3356.356539 = -2390525.186185
  nChanged 17
		SP:Iteration 54Q (492.100000 sec): 3 clusters
  Score: Raw -2393883.005245 + Penalty 3356.356539 = -2390526.648706
  nChanged 16
		SP:Iteration 55Q (492.380000 sec): 3 clusters
  Score: Raw -2393884.958344 + Penalty 3356.356539 = -2390528.601805
  nChanged 15
		SP:Iteration 56Q (492.720000 sec): 3 clusters
  Score: Raw -2393886.517480 + Penalty 3356.356539 = -2390530.160942
  nChanged 17
		SP:Iteration 57Q (493.020000 sec): 3 clusters
  Score: Raw -2393888.113849 + Penalty 3356.356539 = -2390531.757310
  nChanged 18
		SP:Iteration 58Q (493.350000 sec): 3 clusters
  Score: Raw -2393889.645428 + Penalty 3356.356539 = -2390533.288889
  nChanged 15
		SP:Iteration 59Q (493.700000 sec): 3 clusters
  Score: Raw -2393890.783574 + Penalty 3356.356539 = -2390534.427035
  nChanged 10
		SP:Iteration 60F (494.080000 sec): 3 clusters
  Score: Raw -2393891.519618 + Penalty 3356.356539 = -2390535.163079
  nChanged 10
		SP:Iteration 61Q (494.460000 sec): 3 clusters
  Score: Raw -2393892.354865 + Penalty 3356.356539 = -2390535.998326
  nChanged 9
		SP:Iteration 62Q (494.850000 sec): 3 clusters
  Score: Raw -2393892.946883 + Penalty 3356.356539 = -2390536.590344
  nChanged 8
		SP:Iteration 63Q (495.240000 sec): 3 clusters
  Score: Raw -2393893.552564 + Penalty 3356.356539 = -2390537.196025
  nChanged 6
		SP:Iteration 64Q (495.600000 sec): 3 clusters
  Score: Raw -2393893.939774 + Penalty 3356.356539 = -2390537.583235
  nChanged 8
		SP:Iteration 65Q (496.000000 sec): 3 clusters
  Score: Raw -2393894.514723 + Penalty 3356.356539 = -2390538.158184
  nChanged 7
		SP:Iteration 66Q (496.370000 sec): 3 clusters
  Score: Raw -2393895.574702 + Penalty 3356.356539 = -2390539.218163
  nChanged 10
		SP:Iteration 67Q (496.750000 sec): 3 clusters
  Score: Raw -2393896.985174 + Penalty 3356.356539 = -2390540.628635
  nChanged 13
		SP:Iteration 68Q (497.090000 sec): 3 clusters
  Score: Raw -2393898.774990 + Penalty 3356.356539 = -2390542.418451
  nChanged 15
		SP:Iteration 69Q (497.460000 sec): 3 clusters
  Score: Raw -2393900.445320 + Penalty 3356.356539 = -2390544.088781
  nChanged 12
		SP:Iteration 70Q (497.830000 sec): 3 clusters
  Score: Raw -2393901.892123 + Penalty 3356.356539 = -2390545.535584
  nChanged 13
		SP:Iteration 71Q (498.180000 sec): 3 clusters
  Score: Raw -2393903.113067 + Penalty 3356.356539 = -2390546.756528
  nChanged 13
		SP:Iteration 72Q (498.580000 sec): 3 clusters
  Score: Raw -2393904.132481 + Penalty 3356.356539 = -2390547.775942
  nChanged 9
		SP:Iteration 73Q (498.900000 sec): 3 clusters
  Score: Raw -2393904.851290 + Penalty 3356.356539 = -2390548.494751
  nChanged 7
		SP:Iteration 74Q (499.220000 sec): 3 clusters
  Score: Raw -2393905.231134 + Penalty 3356.356539 = -2390548.874595
  nChanged 9
		SP:Iteration 75Q (499.510000 sec): 3 clusters
  Score: Raw -2393905.588414 + Penalty 3356.356539 = -2390549.231875
  nChanged 6
		SP:Iteration 76Q (499.860000 sec): 3 clusters
  Score: Raw -2393906.054318 + Penalty 3356.356539 = -2390549.697779
  nChanged 4
		SP:Iteration 77Q (500.180000 sec): 3 clusters
  Score: Raw -2393906.246471 + Penalty 3356.356539 = -2390549.889932
  nChanged 5
		SP:Iteration 78Q (500.490000 sec): 3 clusters
  Score: Raw -2393906.551753 + Penalty 3356.356539 = -2390550.195214
  nChanged 6
		SP:Iteration 79Q (500.920000 sec): 3 clusters
  Score: Raw -2393907.005314 + Penalty 3356.356539 = -2390550.648775
  nChanged 9
		SP:Iteration 80F (501.300000 sec): 3 clusters
  Score: Raw -2393907.964340 + Penalty 3356.356539 = -2390551.607801
  nChanged 10
		SP:Iteration 81Q (501.730000 sec): 3 clusters
  Score: Raw -2393909.200574 + Penalty 3356.356539 = -2390552.844035
  nChanged 11
		SP:Iteration 82Q (502.150000 sec): 3 clusters
  Score: Raw -2393910.289342 + Penalty 3356.356539 = -2390553.932803
  nChanged 9
		SP:Iteration 83Q (502.580000 sec): 3 clusters
  Score: Raw -2393910.895157 + Penalty 3356.356539 = -2390554.538619
  nChanged 7
		SP:Iteration 84Q (502.990000 sec): 3 clusters
  Score: Raw -2393911.455017 + Penalty 3356.356539 = -2390555.098478
  nChanged 10
		SP:Iteration 85Q (503.380000 sec): 3 clusters
  Score: Raw -2393912.417150 + Penalty 3356.356539 = -2390556.060612
  nChanged 9
		SP:Iteration 86Q (503.710000 sec): 3 clusters
  Score: Raw -2393913.528865 + Penalty 3356.356539 = -2390557.172327
  nChanged 13
		SP:Iteration 87Q (504.040000 sec): 3 clusters
  Score: Raw -2393915.303277 + Penalty 3356.356539 = -2390558.946738
  nChanged 16
		SP:Iteration 88Q (504.370000 sec): 3 clusters
  Score: Raw -2393918.010408 + Penalty 3356.356539 = -2390561.653869
  nChanged 15
		SP:Iteration 89Q (504.720000 sec): 3 clusters
  Score: Raw -2393919.518620 + Penalty 3356.356539 = -2390563.162081
  nChanged 15
		SP:Iteration 90Q (505.060000 sec): 3 clusters
  Score: Raw -2393920.952843 + Penalty 3356.356539 = -2390564.596304
  nChanged 17
		SP:Iteration 91Q (505.420000 sec): 3 clusters
  Score: Raw -2393922.862061 + Penalty 3356.356539 = -2390566.505522
  nChanged 21
		SP:Iteration 92Q (505.770000 sec): 3 clusters
  Score: Raw -2393925.823479 + Penalty 3356.356539 = -2390569.466940
  nChanged 28
		SP:Iteration 93Q (506.110000 sec): 3 clusters
  Score: Raw -2393932.352439 + Penalty 3356.356539 = -2390575.995900
  nChanged 33
		SP:Iteration 94Q (506.470000 sec): 3 clusters
  Score: Raw -2393941.667110 + Penalty 3356.356539 = -2390585.310571
  nChanged 36
		SP:Iteration 95Q (506.800000 sec): 3 clusters
  Score: Raw -2393950.420492 + Penalty 3356.356539 = -2390594.063953
  nChanged 30
		SP:Iteration 96Q (507.110000 sec): 3 clusters
  Score: Raw -2393956.383508 + Penalty 3356.356539 = -2390600.026969
  nChanged 21
		SP:Iteration 97Q (507.490000 sec): 3 clusters
  Score: Raw -2393959.395873 + Penalty 3356.356539 = -2390603.039334
  nChanged 20
		SP:Iteration 98Q (507.840000 sec): 3 clusters
  Score: Raw -2393963.602497 + Penalty 3356.356539 = -2390607.245958
  nChanged 23
		SP:Iteration 99Q (508.200000 sec): 3 clusters
  Score: Raw -2393968.957266 + Penalty 3356.356539 = -2390612.600727
  nChanged 28
		SP:Iteration 100F (508.620000 sec): 3 clusters
  Score: Raw -2393978.153454 + Penalty 3356.356539 = -2390621.796915
  nChanged 34
		SP:Iteration 101Q (509.020000 sec): 3 clusters
  Score: Raw -2393990.506594 + Penalty 3356.356539 = -2390634.150055
  nChanged 41
		SP:Iteration 102Q (509.350000 sec): 3 clusters
  Score: Raw -2394002.889391 + Penalty 3356.356539 = -2390646.532852
  nChanged 50
		SP:Iteration 103Q (509.730000 sec): 3 clusters
  Score: Raw -2394014.523387 + Penalty 3356.356539 = -2390658.166848
  nChanged 43
		SP:Iteration 104Q (510.060000 sec): 3 clusters
  Score: Raw -2394022.819007 + Penalty 3356.356539 = -2390666.462469
  nChanged 40
		SP:Iteration 105Q (510.390000 sec): 3 clusters
  Score: Raw -2394029.874300 + Penalty 3356.356539 = -2390673.517761
  nChanged 38
		SP:Iteration 106Q (510.760000 sec): 3 clusters
  Score: Raw -2394036.134082 + Penalty 3356.356539 = -2390679.777543
  nChanged 33
		SP:Iteration 107Q (511.060000 sec): 3 clusters
  Score: Raw -2394044.199906 + Penalty 3356.356539 = -2390687.843367
  nChanged 42
		SP:Iteration 108Q (511.340000 sec): 3 clusters
  Score: Raw -2394055.328669 + Penalty 3356.356539 = -2390698.972130
  nChanged 46
		SP:Iteration 109Q (511.660000 sec): 3 clusters
  Score: Raw -2394069.428623 + Penalty 3356.356539 = -2390713.072084
  nChanged 55
		SP:Iteration 110Q (512.010000 sec): 3 clusters
  Score: Raw -2394090.790883 + Penalty 3356.356539 = -2390734.434344
  nChanged 60
		SP:Iteration 111Q (512.320000 sec): 3 clusters
  Score: Raw -2394116.970477 + Penalty 3356.356539 = -2390760.613938
  nChanged 73
		SP:Iteration 112Q (512.680000 sec): 3 clusters
  Score: Raw -2394165.403833 + Penalty 3356.356539 = -2390809.047294
  nChanged 95
		SP:Iteration 113Q (512.960000 sec): 3 clusters
  Score: Raw -2394280.322030 + Penalty 3356.356539 = -2390923.965491
  nChanged 136
		SP:Iteration 114Q (513.340000 sec): 3 clusters
  Score: Raw -2394523.289964 + Penalty 3356.356539 = -2391166.933425
  nChanged 161
		SP:Iteration 115Q (513.640000 sec): 3 clusters
  Score: Raw -2394804.991563 + Penalty 3356.356539 = -2391448.635024
  nChanged 122
		SP:Iteration 116Q (513.950000 sec): 3 clusters
  Score: Raw -2394913.171781 + Penalty 3356.356539 = -2391556.815242
  nChanged 81
		SP:Iteration 117Q (514.370000 sec): 3 clusters
  Score: Raw -2394956.498359 + Penalty 3356.356539 = -2391600.141820
  nChanged 72
		SP:Iteration 118Q (514.700000 sec): 3 clusters
  Score: Raw -2394989.994721 + Penalty 3356.356539 = -2391633.638182
  nChanged 49
		SP:Iteration 119Q (515.060000 sec): 3 clusters
  Score: Raw -2395005.333950 + Penalty 3356.356539 = -2391648.977411
  nChanged 35
		SP:Iteration 120F (515.480000 sec): 3 clusters
  Score: Raw -2395014.032090 + Penalty 3356.356539 = -2391657.675551
  nChanged 24
		SP:Iteration 121Q (515.850000 sec): 3 clusters
  Score: Raw -2395018.720567 + Penalty 3356.356539 = -2391662.364028
  nChanged 14
		SP:Iteration 122Q (516.190000 sec): 3 clusters
  Score: Raw -2395021.011877 + Penalty 3356.356539 = -2391664.655338
  nChanged 12
		SP:Iteration 123Q (516.530000 sec): 3 clusters
  Score: Raw -2395022.146518 + Penalty 3356.356539 = -2391665.789979
  nChanged 2
		SP:Iteration 124Q (516.890000 sec): 3 clusters
  Score: Raw -2395022.313715 + Penalty 3356.356539 = -2391665.957176
  nChanged 0
		SP:Iteration 125F (517.220000 sec): 3 clusters
  Score: Raw -2395022.313715 + Penalty 3356.356539 = -2391665.957176
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 19.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (6136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (517.340000 sec): 2 clusters
  Score: Raw -433493.440287 + Penalty 1417.313356 = -432076.126931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (517.500000 sec): 3 clusters
  Score: Raw -430350.780877 + Penalty 2834.626711 = -427516.154165
  nChanged 2654
		SP:Iteration 1F (517.670000 sec): 3 clusters
  Score: Raw -433022.250488 + Penalty 2834.626711 = -430187.623777
  nChanged 906
		SP:Iteration 2F (517.920000 sec): 3 clusters
  Score: Raw -435512.448503 + Penalty 2834.626711 = -432677.821792
  nChanged 899
		SP:Iteration 3F (518.100000 sec): 3 clusters
  Score: Raw -438979.990990 + Penalty 2834.626711 = -436145.364278
  nChanged 602
		SP:Iteration 4F (518.330000 sec): 3 clusters
  Score: Raw -440654.672761 + Penalty 2834.626711 = -437820.046049
  nChanged 260
		SP:Iteration 5Q (518.520000 sec): 3 clusters
  Score: Raw -441236.340533 + Penalty 2834.626711 = -438401.713822
  nChanged 129
		SP:Iteration 6Q (518.690000 sec): 3 clusters
  Score: Raw -441528.030301 + Penalty 2834.626711 = -438693.403589
  nChanged 99
		SP:Iteration 7Q (518.830000 sec): 3 clusters
  Score: Raw -441723.446419 + Penalty 2834.626711 = -438888.819708
  nChanged 82
		SP:Iteration 8Q (518.990000 sec): 3 clusters
  Score: Raw -441902.578554 + Penalty 2834.626711 = -439067.951842
  nChanged 67
		SP:Iteration 9Q (519.130000 sec): 3 clusters
  Score: Raw -442076.658380 + Penalty 2834.626711 = -439242.031668
  nChanged 48
		SP:Iteration 10Q (519.320000 sec): 3 clusters
  Score: Raw -442172.232987 + Penalty 2834.626711 = -439337.606276
  nChanged 36
		SP:Iteration 11Q (519.520000 sec): 3 clusters
  Score: Raw -442214.158139 + Penalty 2834.626711 = -439379.531428
  nChanged 22
		SP:Iteration 12Q (519.720000 sec): 3 clusters
  Score: Raw -442229.128590 + Penalty 2834.626711 = -439394.501878
  nChanged 15
		SP:Iteration 13Q (519.890000 sec): 3 clusters
  Score: Raw -442237.932458 + Penalty 2834.626711 = -439403.305746
  nChanged 9
		SP:Iteration 14Q (520.060000 sec): 3 clusters
  Score: Raw -442243.106194 + Penalty 2834.626711 = -439408.479482
  nChanged 7
		SP:Iteration 15Q (520.250000 sec): 3 clusters
  Score: Raw -442246.399527 + Penalty 2834.626711 = -439411.772815
  nChanged 6
		SP:Iteration 16Q (520.440000 sec): 3 clusters
  Score: Raw -442249.954377 + Penalty 2834.626711 = -439415.327666
  nChanged 6
		SP:Iteration 17Q (520.620000 sec): 3 clusters
  Score: Raw -442255.204218 + Penalty 2834.626711 = -439420.577507
  nChanged 2
		SP:Iteration 18Q (520.770000 sec): 3 clusters
  Score: Raw -442256.039499 + Penalty 2834.626711 = -439421.412787
  nChanged 1
		SP:Iteration 19Q (520.920000 sec): 3 clusters
  Score: Raw -442256.264284 + Penalty 2834.626711 = -439421.637572
  nChanged 0
		SP:Iteration 20F (521.130000 sec): 3 clusters
  Score: Raw -442256.264284 + Penalty 2834.626711 = -439421.637572
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (22634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (521.320000 sec): 2 clusters
  Score: Raw -1724301.191443 + Penalty 1629.421378 = -1722671.770066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (521.600000 sec): 3 clusters
  Score: Raw -1710771.259972 + Penalty 3258.842756 = -1707512.417216
  nChanged 10319
		SP:Iteration 1F (521.960000 sec): 3 clusters
  Score: Raw -1718763.960367 + Penalty 3258.842756 = -1715505.117611
  nChanged 2556
		SP:Iteration 2F (522.300000 sec): 3 clusters
  Score: Raw -1722071.778237 + Penalty 3258.842756 = -1718812.935481
  nChanged 2452
		SP:Iteration 3F (522.650000 sec): 3 clusters
  Score: Raw -1725198.963852 + Penalty 3258.842756 = -1721940.121096
  nChanged 1913
		SP:Iteration 4F (522.950000 sec): 3 clusters
  Score: Raw -1727307.740441 + Penalty 3258.842756 = -1724048.897685
  nChanged 1315
		SP:Iteration 5F (523.270000 sec): 3 clusters
  Score: Raw -1728562.604139 + Penalty 3258.842756 = -1725303.761383
  nChanged 925
		SP:Iteration 6Q (523.620000 sec): 3 clusters
  Score: Raw -1729353.087516 + Penalty 3258.842756 = -1726094.244760
  nChanged 762
		SP:Iteration 7Q (523.880000 sec): 3 clusters
  Score: Raw -1730015.964118 + Penalty 3258.842756 = -1726757.121362
  nChanged 695
		SP:Iteration 8Q (524.230000 sec): 3 clusters
  Score: Raw -1730691.559013 + Penalty 3258.842756 = -1727432.716257
  nChanged 577
		SP:Iteration 9Q (524.580000 sec): 3 clusters
  Score: Raw -1731243.221799 + Penalty 3258.842756 = -1727984.379043
  nChanged 549
		SP:Iteration 10Q (524.910000 sec): 3 clusters
  Score: Raw -1731702.981776 + Penalty 3258.842756 = -1728444.139020
  nChanged 495
		SP:Iteration 11Q (525.200000 sec): 3 clusters
  Score: Raw -1732005.019858 + Penalty 3258.842756 = -1728746.177102
  nChanged 367
		SP:Iteration 12Q (525.510000 sec): 3 clusters
  Score: Raw -1732160.623211 + Penalty 3258.842756 = -1728901.780455
  nChanged 280
		SP:Iteration 13Q (525.800000 sec): 3 clusters
  Score: Raw -1732261.978552 + Penalty 3258.842756 = -1729003.135796
  nChanged 233
		SP:Iteration 14Q (526.040000 sec): 3 clusters
  Score: Raw -1732366.700000 + Penalty 3258.842756 = -1729107.857244
  nChanged 232
		SP:Iteration 15Q (526.390000 sec): 3 clusters
  Score: Raw -1732501.546224 + Penalty 3258.842756 = -1729242.703468
  nChanged 288
		SP:Iteration 16Q (526.640000 sec): 3 clusters
  Score: Raw -1732689.876964 + Penalty 3258.842756 = -1729431.034208
  nChanged 324
		SP:Iteration 17Q (526.890000 sec): 3 clusters
  Score: Raw -1732945.344641 + Penalty 3258.842756 = -1729686.501885
  nChanged 366
		SP:Iteration 18Q (527.230000 sec): 3 clusters
  Score: Raw -1733285.216166 + Penalty 3258.842756 = -1730026.373410
  nChanged 351
		SP:Iteration 19Q (527.480000 sec): 3 clusters
  Score: Raw -1733642.383565 + Penalty 3258.842756 = -1730383.540809
  nChanged 307
		SP:Iteration 20F (527.830000 sec): 3 clusters
  Score: Raw -1734029.418333 + Penalty 3258.842756 = -1730770.575577
  nChanged 328
		SP:Iteration 21Q (528.120000 sec): 3 clusters
  Score: Raw -1734411.001283 + Penalty 3258.842756 = -1731152.158527
  nChanged 303
		SP:Iteration 22Q (528.450000 sec): 3 clusters
  Score: Raw -1734681.018035 + Penalty 3258.842756 = -1731422.175279
  nChanged 235
		SP:Iteration 23Q (528.780000 sec): 3 clusters
  Score: Raw -1734852.758911 + Penalty 3258.842756 = -1731593.916155
  nChanged 195
		SP:Iteration 24Q (529.060000 sec): 3 clusters
  Score: Raw -1734986.890576 + Penalty 3258.842756 = -1731728.047821
  nChanged 159
		SP:Iteration 25Q (529.360000 sec): 3 clusters
  Score: Raw -1735066.537488 + Penalty 3258.842756 = -1731807.694733
  nChanged 136
		SP:Iteration 26Q (529.660000 sec): 3 clusters
  Score: Raw -1735129.635172 + Penalty 3258.842756 = -1731870.792416
  nChanged 131
		SP:Iteration 27Q (529.970000 sec): 3 clusters
  Score: Raw -1735188.274542 + Penalty 3258.842756 = -1731929.431786
  nChanged 121
		SP:Iteration 28Q (530.270000 sec): 3 clusters
  Score: Raw -1735236.242060 + Penalty 3258.842756 = -1731977.399304
  nChanged 100
		SP:Iteration 29Q (530.570000 sec): 3 clusters
  Score: Raw -1735275.038128 + Penalty 3258.842756 = -1732016.195372
  nChanged 96
		SP:Iteration 30Q (530.860000 sec): 3 clusters
  Score: Raw -1735307.891617 + Penalty 3258.842756 = -1732049.048861
  nChanged 94
		SP:Iteration 31Q (531.170000 sec): 3 clusters
  Score: Raw -1735336.671285 + Penalty 3258.842756 = -1732077.828529
  nChanged 84
		SP:Iteration 32Q (531.440000 sec): 3 clusters
  Score: Raw -1735359.644530 + Penalty 3258.842756 = -1732100.801775
  nChanged 62
		SP:Iteration 33Q (531.720000 sec): 3 clusters
  Score: Raw -1735376.219448 + Penalty 3258.842756 = -1732117.376693
  nChanged 63
		SP:Iteration 34Q (531.980000 sec): 3 clusters
  Score: Raw -1735392.150990 + Penalty 3258.842756 = -1732133.308234
  nChanged 42
		SP:Iteration 35Q (532.260000 sec): 3 clusters
  Score: Raw -1735398.887016 + Penalty 3258.842756 = -1732140.044260
  nChanged 33
		SP:Iteration 36Q (532.550000 sec): 3 clusters
  Score: Raw -1735402.980122 + Penalty 3258.842756 = -1732144.137366
  nChanged 27
		SP:Iteration 37Q (532.820000 sec): 3 clusters
  Score: Raw -1735406.604148 + Penalty 3258.842756 = -1732147.761392
  nChanged 22
		SP:Iteration 38Q (533.100000 sec): 3 clusters
  Score: Raw -1735409.652759 + Penalty 3258.842756 = -1732150.810003
  nChanged 19
		SP:Iteration 39Q (533.380000 sec): 3 clusters
  Score: Raw -1735411.993163 + Penalty 3258.842756 = -1732153.150407
  nChanged 23
		SP:Iteration 40F (533.740000 sec): 3 clusters
  Score: Raw -1735417.711748 + Penalty 3258.842756 = -1732158.868992
  nChanged 12
		SP:Iteration 41Q (534.010000 sec): 3 clusters
  Score: Raw -1735418.607353 + Penalty 3258.842756 = -1732159.764597
  nChanged 3
		SP:Iteration 42Q (534.330000 sec): 3 clusters
  Score: Raw -1735418.688224 + Penalty 3258.842756 = -1732159.845468
  nChanged 1
		SP:Iteration 43Q (534.620000 sec): 3 clusters
  Score: Raw -1735418.762755 + Penalty 3258.842756 = -1732159.919999
  nChanged 1
		SP:Iteration 44Q (534.910000 sec): 3 clusters
  Score: Raw -1735418.810505 + Penalty 3258.842756 = -1732159.967749
  nChanged 0
		SP:Iteration 45F (535.220000 sec): 3 clusters
  Score: Raw -1735418.810505 + Penalty 3258.842756 = -1732159.967749
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (46620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (535.690000 sec): 2 clusters
  Score: Raw -4168940.114505 + Penalty 1746.840048 = -4167193.274457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (536.200000 sec): 3 clusters
  Score: Raw -4139597.588553 + Penalty 3493.680097 = -4136103.908456
  nChanged 21881
		SP:Iteration 1F (536.690000 sec): 3 clusters
  Score: Raw -4155424.808809 + Penalty 3493.680097 = -4151931.128712
  nChanged 4558
		SP:Iteration 2F (537.140000 sec): 3 clusters
  Score: Raw -4161889.979963 + Penalty 3493.680097 = -4158396.299866
  nChanged 5797
		SP:Iteration 3F (537.600000 sec): 3 clusters
  Score: Raw -4174138.555285 + Penalty 3493.680097 = -4170644.875189
  nChanged 6160
		SP:Iteration 4F (538.080000 sec): 3 clusters
  Score: Raw -4201804.994809 + Penalty 3493.680097 = -4198311.314713
  nChanged 3995
		SP:Iteration 5F (538.620000 sec): 3 clusters
  Score: Raw -4222358.765962 + Penalty 3493.680097 = -4218865.085865
  nChanged 2088
		SP:Iteration 6Q (539.080000 sec): 3 clusters
  Score: Raw -4225423.309720 + Penalty 3493.680097 = -4221929.629624
  nChanged 1020
		SP:Iteration 7Q (539.520000 sec): 3 clusters
  Score: Raw -4226244.443365 + Penalty 3493.680097 = -4222750.763269
  nChanged 967
		SP:Iteration 8Q (540.000000 sec): 3 clusters
  Score: Raw -4226876.373449 + Penalty 3493.680097 = -4223382.693352
  nChanged 1035
		SP:Iteration 9Q (540.420000 sec): 3 clusters
  Score: Raw -4227588.748408 + Penalty 3493.680097 = -4224095.068311
  nChanged 1115
		SP:Iteration 10Q (540.880000 sec): 3 clusters
  Score: Raw -4228476.020327 + Penalty 3493.680097 = -4224982.340230
  nChanged 1142
		SP:Iteration 11Q (541.310000 sec): 3 clusters
  Score: Raw -4229638.556359 + Penalty 3493.680097 = -4226144.876262
  nChanged 1208
		SP:Iteration 12Q (541.800000 sec): 3 clusters
  Score: Raw -4231435.656992 + Penalty 3493.680097 = -4227941.976896
  nChanged 1122
		SP:Iteration 13Q (542.270000 sec): 3 clusters
  Score: Raw -4234639.899118 + Penalty 3493.680097 = -4231146.219021
  nChanged 713
		SP:Iteration 14Q (542.700000 sec): 3 clusters
  Score: Raw -4239679.392582 + Penalty 3493.680097 = -4236185.712486
  nChanged 302
		SP:Iteration 15Q (543.160000 sec): 3 clusters
  Score: Raw -4245803.209427 + Penalty 3493.680097 = -4242309.529330
  nChanged 109
		SP:Iteration 16Q (543.630000 sec): 3 clusters
  Score: Raw -4248135.886288 + Penalty 3493.680097 = -4244642.206192
  nChanged 4
		SP:Iteration 17Q (544.000000 sec): 3 clusters
  Score: Raw -4248170.625043 + Penalty 3493.680097 = -4244676.944946
  nChanged 0
		SP:Iteration 18F (544.520000 sec): 3 clusters
  Score: Raw -4248170.625043 + Penalty 3493.680097 = -4244676.944946
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (50956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (545.040000 sec): 2 clusters
  Score: Raw -4430538.573308 + Penalty 1761.291642 = -4428777.281666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (545.500000 sec): 3 clusters
  Score: Raw -4398520.410182 + Penalty 3522.583283 = -4394997.826898
  nChanged 23899
		SP:Iteration 1F (545.950000 sec): 3 clusters
  Score: Raw -4415709.173466 + Penalty 3522.583283 = -4412186.590183
  nChanged 4728
		SP:Iteration 2F (546.370000 sec): 3 clusters
  Score: Raw -4420839.513312 + Penalty 3522.583283 = -4417316.930029
  nChanged 4883
		SP:Iteration 3F (546.790000 sec): 3 clusters
  Score: Raw -4426409.311668 + Penalty 3522.583283 = -4422886.728384
  nChanged 4288
		SP:Iteration 4F (547.180000 sec): 3 clusters
  Score: Raw -4430269.035618 + Penalty 3522.583283 = -4426746.452335
  nChanged 3361
		SP:Iteration 5F (547.650000 sec): 3 clusters
  Score: Raw -4432761.432064 + Penalty 3522.583283 = -4429238.848781
  nChanged 2654
		SP:Iteration 6F (548.110000 sec): 3 clusters
  Score: Raw -4434664.548962 + Penalty 3522.583283 = -4431141.965679
  nChanged 2236
		SP:Iteration 7Q (548.550000 sec): 3 clusters
  Score: Raw -4436689.087808 + Penalty 3522.583283 = -4433166.504525
  nChanged 2149
		SP:Iteration 8Q (549.000000 sec): 3 clusters
  Score: Raw -4438412.438273 + Penalty 3522.583283 = -4434889.854989
  nChanged 2017
		SP:Iteration 9Q (549.460000 sec): 3 clusters
  Score: Raw -4439624.453105 + Penalty 3522.583283 = -4436101.869822
  nChanged 1695
		SP:Iteration 10Q (549.850000 sec): 3 clusters
  Score: Raw -4440437.132564 + Penalty 3522.583283 = -4436914.549280
  nChanged 1424
		SP:Iteration 11Q (550.290000 sec): 3 clusters
  Score: Raw -4441062.800112 + Penalty 3522.583283 = -4437540.216829
  nChanged 1142
		SP:Iteration 12Q (550.720000 sec): 3 clusters
  Score: Raw -4441538.615789 + Penalty 3522.583283 = -4438016.032506
  nChanged 946
		SP:Iteration 13Q (551.180000 sec): 3 clusters
  Score: Raw -4441859.911065 + Penalty 3522.583283 = -4438337.327782
  nChanged 732
		SP:Iteration 14Q (551.690000 sec): 3 clusters
  Score: Raw -4442044.641977 + Penalty 3522.583283 = -4438522.058694
  nChanged 562
		SP:Iteration 15Q (552.190000 sec): 3 clusters
  Score: Raw -4442150.029654 + Penalty 3522.583283 = -4438627.446371
  nChanged 433
		SP:Iteration 16Q (552.640000 sec): 3 clusters
  Score: Raw -4442220.151883 + Penalty 3522.583283 = -4438697.568599
  nChanged 384
		SP:Iteration 17Q (553.070000 sec): 3 clusters
  Score: Raw -4442277.875515 + Penalty 3522.583283 = -4438755.292232
  nChanged 315
		SP:Iteration 18Q (553.600000 sec): 3 clusters
  Score: Raw -4442324.438802 + Penalty 3522.583283 = -4438801.855519
  nChanged 285
		SP:Iteration 19Q (554.140000 sec): 3 clusters
  Score: Raw -4442362.334859 + Penalty 3522.583283 = -4438839.751576
  nChanged 265
		SP:Iteration 20F (554.670000 sec): 3 clusters
  Score: Raw -4442398.507112 + Penalty 3522.583283 = -4438875.923829
  nChanged 235
		SP:Iteration 21Q (555.120000 sec): 3 clusters
  Score: Raw -4442422.331893 + Penalty 3522.583283 = -4438899.748610
  nChanged 192
		SP:Iteration 22Q (555.550000 sec): 3 clusters
  Score: Raw -4442439.427791 + Penalty 3522.583283 = -4438916.844508
  nChanged 150
		SP:Iteration 23Q (555.970000 sec): 3 clusters
  Score: Raw -4442450.792849 + Penalty 3522.583283 = -4438928.209566
  nChanged 120
		SP:Iteration 24Q (556.440000 sec): 3 clusters
  Score: Raw -4442459.399843 + Penalty 3522.583283 = -4438936.816560
  nChanged 117
		SP:Iteration 25Q (556.910000 sec): 3 clusters
  Score: Raw -4442469.231444 + Penalty 3522.583283 = -4438946.648161
  nChanged 120
		SP:Iteration 26Q (557.340000 sec): 3 clusters
  Score: Raw -4442478.350768 + Penalty 3522.583283 = -4438955.767485
  nChanged 118
		SP:Iteration 27Q (557.790000 sec): 3 clusters
  Score: Raw -4442486.646639 + Penalty 3522.583283 = -4438964.063355
  nChanged 101
		SP:Iteration 28Q (558.250000 sec): 3 clusters
  Score: Raw -4442493.939386 + Penalty 3522.583283 = -4438971.356103
  nChanged 87
		SP:Iteration 29Q (558.690000 sec): 3 clusters
  Score: Raw -4442499.296069 + Penalty 3522.583283 = -4438976.712786
  nChanged 74
		SP:Iteration 30Q (559.220000 sec): 3 clusters
  Score: Raw -4442503.777375 + Penalty 3522.583283 = -4438981.194092
  nChanged 69
		SP:Iteration 31Q (559.790000 sec): 3 clusters
  Score: Raw -4442507.154774 + Penalty 3522.583283 = -4438984.571491
  nChanged 63
		SP:Iteration 32Q (560.350000 sec): 3 clusters
  Score: Raw -4442510.330281 + Penalty 3522.583283 = -4438987.746998
  nChanged 49
		SP:Iteration 33Q (560.810000 sec): 3 clusters
  Score: Raw -4442512.291116 + Penalty 3522.583283 = -4438989.707833
  nChanged 44
		SP:Iteration 34Q (561.310000 sec): 3 clusters
  Score: Raw -4442513.713862 + Penalty 3522.583283 = -4438991.130579
  nChanged 33
		SP:Iteration 35Q (561.750000 sec): 3 clusters
  Score: Raw -4442514.938461 + Penalty 3522.583283 = -4438992.355178
  nChanged 38
		SP:Iteration 36Q (562.240000 sec): 3 clusters
  Score: Raw -4442516.495147 + Penalty 3522.583283 = -4438993.911864
  nChanged 32
		SP:Iteration 37Q (562.790000 sec): 3 clusters
  Score: Raw -4442517.607821 + Penalty 3522.583283 = -4438995.024538
  nChanged 27
		SP:Iteration 38Q (563.280000 sec): 3 clusters
  Score: Raw -4442518.371344 + Penalty 3522.583283 = -4438995.788061
  nChanged 21
		SP:Iteration 39Q (563.700000 sec): 3 clusters
  Score: Raw -4442519.090651 + Penalty 3522.583283 = -4438996.507368
  nChanged 23
		SP:Iteration 40F (564.110000 sec): 3 clusters
  Score: Raw -4442519.728837 + Penalty 3522.583283 = -4438997.145554
  nChanged 18
		SP:Iteration 41Q (564.510000 sec): 3 clusters
  Score: Raw -4442520.251445 + Penalty 3522.583283 = -4438997.668162
  nChanged 14
		SP:Iteration 42Q (565.020000 sec): 3 clusters
  Score: Raw -4442520.705791 + Penalty 3522.583283 = -4438998.122508
  nChanged 13
		SP:Iteration 43Q (565.620000 sec): 3 clusters
  Score: Raw -4442521.185908 + Penalty 3522.583283 = -4438998.602625
  nChanged 18
		SP:Iteration 44Q (566.150000 sec): 3 clusters
  Score: Raw -4442521.683917 + Penalty 3522.583283 = -4438999.100633
  nChanged 16
		SP:Iteration 45Q (566.650000 sec): 3 clusters
  Score: Raw -4442522.392502 + Penalty 3522.583283 = -4438999.809219
  nChanged 19
		SP:Iteration 46Q (567.100000 sec): 3 clusters
  Score: Raw -4442523.334929 + Penalty 3522.583283 = -4439000.751646
  nChanged 18
		SP:Iteration 47Q (567.580000 sec): 3 clusters
  Score: Raw -4442524.139129 + Penalty 3522.583283 = -4439001.555846
  nChanged 18
		SP:Iteration 48Q (568.020000 sec): 3 clusters
  Score: Raw -4442525.126104 + Penalty 3522.583283 = -4439002.542821
  nChanged 20
		SP:Iteration 49Q (568.460000 sec): 3 clusters
  Score: Raw -4442526.634214 + Penalty 3522.583283 = -4439004.050931
  nChanged 18
		SP:Iteration 50Q (568.930000 sec): 3 clusters
  Score: Raw -4442527.467784 + Penalty 3522.583283 = -4439004.884501
  nChanged 23
		SP:Iteration 51Q (569.330000 sec): 3 clusters
  Score: Raw -4442528.712619 + Penalty 3522.583283 = -4439006.129336
  nChanged 26
		SP:Iteration 52Q (569.770000 sec): 3 clusters
  Score: Raw -4442530.369800 + Penalty 3522.583283 = -4439007.786516
  nChanged 27
		SP:Iteration 53Q (570.220000 sec): 3 clusters
  Score: Raw -4442531.977290 + Penalty 3522.583283 = -4439009.394007
  nChanged 28
		SP:Iteration 54Q (570.740000 sec): 3 clusters
  Score: Raw -4442533.252090 + Penalty 3522.583283 = -4439010.668806
  nChanged 35
		SP:Iteration 55Q (571.260000 sec): 3 clusters
  Score: Raw -4442534.788002 + Penalty 3522.583283 = -4439012.204719
  nChanged 28
		SP:Iteration 56Q (571.840000 sec): 3 clusters
  Score: Raw -4442535.738447 + Penalty 3522.583283 = -4439013.155164
  nChanged 27
		SP:Iteration 57Q (572.380000 sec): 3 clusters
  Score: Raw -4442536.954835 + Penalty 3522.583283 = -4439014.371552
  nChanged 31
		SP:Iteration 58Q (572.830000 sec): 3 clusters
  Score: Raw -4442538.447422 + Penalty 3522.583283 = -4439015.864139
  nChanged 34
		SP:Iteration 59Q (573.330000 sec): 3 clusters
  Score: Raw -4442540.210299 + Penalty 3522.583283 = -4439017.627016
  nChanged 37
		SP:Iteration 60F (573.770000 sec): 3 clusters
  Score: Raw -4442541.687673 + Penalty 3522.583283 = -4439019.104390
  nChanged 37
		SP:Iteration 61Q (574.230000 sec): 3 clusters
  Score: Raw -4442543.157873 + Penalty 3522.583283 = -4439020.574590
  nChanged 29
		SP:Iteration 62Q (574.710000 sec): 3 clusters
  Score: Raw -4442544.829606 + Penalty 3522.583283 = -4439022.246323
  nChanged 34
		SP:Iteration 63Q (575.170000 sec): 3 clusters
  Score: Raw -4442546.660703 + Penalty 3522.583283 = -4439024.077420
  nChanged 33
		SP:Iteration 64Q (575.630000 sec): 3 clusters
  Score: Raw -4442548.010568 + Penalty 3522.583283 = -4439025.427285
  nChanged 20
		SP:Iteration 65Q (576.050000 sec): 3 clusters
  Score: Raw -4442548.745100 + Penalty 3522.583283 = -4439026.161817
  nChanged 15
		SP:Iteration 66Q (576.510000 sec): 3 clusters
  Score: Raw -4442549.206149 + Penalty 3522.583283 = -4439026.622866
  nChanged 18
		SP:Iteration 67Q (576.980000 sec): 3 clusters
  Score: Raw -4442549.746811 + Penalty 3522.583283 = -4439027.163528
  nChanged 13
		SP:Iteration 68Q (577.490000 sec): 3 clusters
  Score: Raw -4442550.197458 + Penalty 3522.583283 = -4439027.614175
  nChanged 13
		SP:Iteration 69Q (578.050000 sec): 3 clusters
  Score: Raw -4442550.570547 + Penalty 3522.583283 = -4439027.987263
  nChanged 7
		SP:Iteration 70Q (578.610000 sec): 3 clusters
  Score: Raw -4442550.773858 + Penalty 3522.583283 = -4439028.190575
  nChanged 4
		SP:Iteration 71Q (579.110000 sec): 3 clusters
  Score: Raw -4442550.862929 + Penalty 3522.583283 = -4439028.279646
  nChanged 4
		SP:Iteration 72Q (579.600000 sec): 3 clusters
  Score: Raw -4442550.917802 + Penalty 3522.583283 = -4439028.334518
  nChanged 3
		SP:Iteration 73Q (580.110000 sec): 3 clusters
  Score: Raw -4442550.974364 + Penalty 3522.583283 = -4439028.391081
  nChanged 3
		SP:Iteration 74Q (580.540000 sec): 3 clusters
  Score: Raw -4442551.066779 + Penalty 3522.583283 = -4439028.483496
  nChanged 3
		SP:Iteration 75Q (581.030000 sec): 3 clusters
  Score: Raw -4442551.120663 + Penalty 3522.583283 = -4439028.537380
  nChanged 1
		SP:Iteration 76Q (581.470000 sec): 3 clusters
  Score: Raw -4442551.130394 + Penalty 3522.583283 = -4439028.547111
  nChanged 0
		SP:Iteration 77F (581.890000 sec): 3 clusters
  Score: Raw -4442551.130394 + Penalty 3522.583283 = -4439028.547111
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (10692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (582.010000 sec): 2 clusters
  Score: Raw -768268.930522 + Penalty 1507.553300 = -766761.377222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (582.250000 sec): 3 clusters
  Score: Raw -762171.509909 + Penalty 3015.106600 = -759156.403309
  nChanged 4747
		SP:Iteration 1F (582.460000 sec): 3 clusters
  Score: Raw -766077.885313 + Penalty 3015.106600 = -763062.778713
  nChanged 1366
		SP:Iteration 2F (582.670000 sec): 3 clusters
  Score: Raw -768104.207056 + Penalty 3015.106600 = -765089.100456
  nChanged 1262
		SP:Iteration 3F (582.900000 sec): 3 clusters
  Score: Raw -770180.363329 + Penalty 3015.106600 = -767165.256729
  nChanged 919
		SP:Iteration 4F (583.180000 sec): 3 clusters
  Score: Raw -771418.070370 + Penalty 3015.106600 = -768402.963770
  nChanged 538
		SP:Iteration 5F (583.450000 sec): 3 clusters
  Score: Raw -771952.914771 + Penalty 3015.106600 = -768937.808171
  nChanged 424
		SP:Iteration 6Q (583.620000 sec): 3 clusters
  Score: Raw -772362.708296 + Penalty 3015.106600 = -769347.601695
  nChanged 313
		SP:Iteration 7Q (583.880000 sec): 3 clusters
  Score: Raw -772643.724400 + Penalty 3015.106600 = -769628.617799
  nChanged 257
		SP:Iteration 8Q (584.070000 sec): 3 clusters
  Score: Raw -772853.256977 + Penalty 3015.106600 = -769838.150377
  nChanged 197
		SP:Iteration 9Q (584.310000 sec): 3 clusters
  Score: Raw -773015.276137 + Penalty 3015.106600 = -770000.169537
  nChanged 178
		SP:Iteration 10Q (584.560000 sec): 3 clusters
  Score: Raw -773159.533283 + Penalty 3015.106600 = -770144.426683
  nChanged 148
		SP:Iteration 11Q (584.800000 sec): 3 clusters
  Score: Raw -773251.078812 + Penalty 3015.106600 = -770235.972212
  nChanged 102
		SP:Iteration 12Q (585.040000 sec): 3 clusters
  Score: Raw -773306.862775 + Penalty 3015.106600 = -770291.756175
  nChanged 87
		SP:Iteration 13Q (585.290000 sec): 3 clusters
  Score: Raw -773348.765442 + Penalty 3015.106600 = -770333.658842
  nChanged 61
		SP:Iteration 14Q (585.570000 sec): 3 clusters
  Score: Raw -773379.735275 + Penalty 3015.106600 = -770364.628675
  nChanged 66
		SP:Iteration 15Q (585.760000 sec): 3 clusters
  Score: Raw -773414.409260 + Penalty 3015.106600 = -770399.302660
  nChanged 64
		SP:Iteration 16Q (585.940000 sec): 3 clusters
  Score: Raw -773453.251582 + Penalty 3015.106600 = -770438.144982
  nChanged 86
		SP:Iteration 17Q (586.160000 sec): 3 clusters
  Score: Raw -773502.224529 + Penalty 3015.106600 = -770487.117929
  nChanged 89
		SP:Iteration 18Q (586.350000 sec): 3 clusters
  Score: Raw -773556.188122 + Penalty 3015.106600 = -770541.081522
  nChanged 85
		SP:Iteration 19Q (586.560000 sec): 3 clusters
  Score: Raw -773615.155653 + Penalty 3015.106600 = -770600.049053
  nChanged 81
		SP:Iteration 20F (586.810000 sec): 3 clusters
  Score: Raw -773675.593584 + Penalty 3015.106600 = -770660.486983
  nChanged 71
		SP:Iteration 21Q (587.030000 sec): 3 clusters
  Score: Raw -773725.822778 + Penalty 3015.106600 = -770710.716178
  nChanged 69
		SP:Iteration 22Q (587.230000 sec): 3 clusters
  Score: Raw -773800.000234 + Penalty 3015.106600 = -770784.893634
  nChanged 85
		SP:Iteration 23Q (587.410000 sec): 3 clusters
  Score: Raw -773928.371222 + Penalty 3015.106600 = -770913.264622
  nChanged 100
		SP:Iteration 24Q (587.630000 sec): 3 clusters
  Score: Raw -774038.725400 + Penalty 3015.106600 = -771023.618800
  nChanged 102
		SP:Iteration 25Q (587.830000 sec): 3 clusters
  Score: Raw -774131.344750 + Penalty 3015.106600 = -771116.238150
  nChanged 102
		SP:Iteration 26Q (588.130000 sec): 3 clusters
  Score: Raw -774194.474515 + Penalty 3015.106600 = -771179.367914
  nChanged 85
		SP:Iteration 27Q (588.330000 sec): 3 clusters
  Score: Raw -774239.920313 + Penalty 3015.106600 = -771224.813713
  nChanged 67
		SP:Iteration 28Q (588.570000 sec): 3 clusters
  Score: Raw -774264.771119 + Penalty 3015.106600 = -771249.664519
  nChanged 57
		SP:Iteration 29Q (588.760000 sec): 3 clusters
  Score: Raw -774283.217082 + Penalty 3015.106600 = -771268.110482
  nChanged 51
		SP:Iteration 30Q (588.970000 sec): 3 clusters
  Score: Raw -774296.859677 + Penalty 3015.106600 = -771281.753077
  nChanged 44
		SP:Iteration 31Q (589.170000 sec): 3 clusters
  Score: Raw -774310.972208 + Penalty 3015.106600 = -771295.865608
  nChanged 50
		SP:Iteration 32Q (589.320000 sec): 3 clusters
  Score: Raw -774329.675984 + Penalty 3015.106600 = -771314.569384
  nChanged 50
		SP:Iteration 33Q (589.610000 sec): 3 clusters
  Score: Raw -774345.883865 + Penalty 3015.106600 = -771330.777265
  nChanged 63
		SP:Iteration 34Q (589.790000 sec): 3 clusters
  Score: Raw -774371.383001 + Penalty 3015.106600 = -771356.276401
  nChanged 74
		SP:Iteration 35Q (589.980000 sec): 3 clusters
  Score: Raw -774412.014435 + Penalty 3015.106600 = -771396.907835
  nChanged 92
		SP:Iteration 36Q (590.160000 sec): 3 clusters
  Score: Raw -774478.067498 + Penalty 3015.106600 = -771462.960897
  nChanged 130
		SP:Iteration 37Q (590.420000 sec): 3 clusters
  Score: Raw -774608.501067 + Penalty 3015.106600 = -771593.394467
  nChanged 177
		SP:Iteration 38Q (590.670000 sec): 3 clusters
  Score: Raw -774872.015152 + Penalty 3015.106600 = -771856.908552
  nChanged 205
		SP:Iteration 39Q (590.870000 sec): 3 clusters
  Score: Raw -775222.338067 + Penalty 3015.106600 = -772207.231467
  nChanged 137
		SP:Iteration 40F (591.100000 sec): 3 clusters
  Score: Raw -775359.128258 + Penalty 3015.106600 = -772344.021657
  nChanged 68
		SP:Iteration 41Q (591.330000 sec): 3 clusters
  Score: Raw -775397.595974 + Penalty 3015.106600 = -772382.489374
  nChanged 39
		SP:Iteration 42Q (591.560000 sec): 3 clusters
  Score: Raw -775421.166829 + Penalty 3015.106600 = -772406.060229
  nChanged 32
		SP:Iteration 43Q (591.810000 sec): 3 clusters
  Score: Raw -775440.672358 + Penalty 3015.106600 = -772425.565758
  nChanged 15
		SP:Iteration 44Q (591.980000 sec): 3 clusters
  Score: Raw -775447.603169 + Penalty 3015.106600 = -772432.496569
  nChanged 9
		SP:Iteration 45Q (592.250000 sec): 3 clusters
  Score: Raw -775449.207966 + Penalty 3015.106600 = -772434.101366
  nChanged 4
		SP:Iteration 46Q (592.460000 sec): 3 clusters
  Score: Raw -775449.865187 + Penalty 3015.106600 = -772434.758587
  nChanged 2
		SP:Iteration 47Q (592.700000 sec): 3 clusters
  Score: Raw -775451.062519 + Penalty 3015.106600 = -772435.955919
  nChanged 3
		SP:Iteration 48Q (592.940000 sec): 3 clusters
  Score: Raw -775451.464950 + Penalty 3015.106600 = -772436.358350
  nChanged 1
		SP:Iteration 49Q (593.180000 sec): 3 clusters
  Score: Raw -775451.514540 + Penalty 3015.106600 = -772436.407940
  nChanged 1
		SP:Iteration 50Q (593.430000 sec): 3 clusters
  Score: Raw -775451.753888 + Penalty 3015.106600 = -772436.647288
  nChanged 0
		SP:Iteration 51F (593.670000 sec): 3 clusters
  Score: Raw -775451.753888 + Penalty 3015.106600 = -772436.647288
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (35802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (593.970000 sec): 2 clusters
  Score: Raw -2765894.907179 + Penalty 1703.935843 = -2764190.971335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (594.310000 sec): 3 clusters
  Score: Raw -2743871.995564 + Penalty 3407.871687 = -2740464.123877
  nChanged 16629
		SP:Iteration 1F (594.720000 sec): 3 clusters
  Score: Raw -2760785.614443 + Penalty 3407.871687 = -2757377.742756
  nChanged 5441
		SP:Iteration 2F (595.140000 sec): 3 clusters
  Score: Raw -2769102.018142 + Penalty 3407.871687 = -2765694.146455
  nChanged 3732
		SP:Iteration 3F (595.580000 sec): 3 clusters
  Score: Raw -2772673.961884 + Penalty 3407.871687 = -2769266.090197
  nChanged 2087
		SP:Iteration 4F (595.930000 sec): 3 clusters
  Score: Raw -2774062.624601 + Penalty 3407.871687 = -2770654.752914
  nChanged 1374
		SP:Iteration 5Q (596.330000 sec): 3 clusters
  Score: Raw -2774944.917022 + Penalty 3407.871687 = -2771537.045335
  nChanged 1014
		SP:Iteration 6Q (596.710000 sec): 3 clusters
  Score: Raw -2775544.290722 + Penalty 3407.871687 = -2772136.419035
  nChanged 800
		SP:Iteration 7Q (597.150000 sec): 3 clusters
  Score: Raw -2775983.221421 + Penalty 3407.871687 = -2772575.349734
  nChanged 696
		SP:Iteration 8Q (597.560000 sec): 3 clusters
  Score: Raw -2776303.752775 + Penalty 3407.871687 = -2772895.881089
  nChanged 565
		SP:Iteration 9Q (597.950000 sec): 3 clusters
  Score: Raw -2776505.556478 + Penalty 3407.871687 = -2773097.684791
  nChanged 443
		SP:Iteration 10Q (598.330000 sec): 3 clusters
  Score: Raw -2776638.371012 + Penalty 3407.871687 = -2773230.499325
  nChanged 377
		SP:Iteration 11Q (598.760000 sec): 3 clusters
  Score: Raw -2776743.796600 + Penalty 3407.871687 = -2773335.924913
  nChanged 333
		SP:Iteration 12Q (599.160000 sec): 3 clusters
  Score: Raw -2776818.445706 + Penalty 3407.871687 = -2773410.574019
  nChanged 259
		SP:Iteration 13Q (599.580000 sec): 3 clusters
  Score: Raw -2776867.096186 + Penalty 3407.871687 = -2773459.224499
  nChanged 208
		SP:Iteration 14Q (600.000000 sec): 3 clusters
  Score: Raw -2776902.478628 + Penalty 3407.871687 = -2773494.606941
  nChanged 174
		SP:Iteration 15Q (600.370000 sec): 3 clusters
  Score: Raw -2776927.587550 + Penalty 3407.871687 = -2773519.715863
  nChanged 134
		SP:Iteration 16Q (600.780000 sec): 3 clusters
  Score: Raw -2776947.118096 + Penalty 3407.871687 = -2773539.246409
  nChanged 131
		SP:Iteration 17Q (601.170000 sec): 3 clusters
  Score: Raw -2776961.752386 + Penalty 3407.871687 = -2773553.880699
  nChanged 103
		SP:Iteration 18Q (601.550000 sec): 3 clusters
  Score: Raw -2776974.880898 + Penalty 3407.871687 = -2773567.009211
  nChanged 106
		SP:Iteration 19Q (601.990000 sec): 3 clusters
  Score: Raw -2776987.746414 + Penalty 3407.871687 = -2773579.874727
  nChanged 92
		SP:Iteration 20F (602.380000 sec): 3 clusters
  Score: Raw -2776996.101186 + Penalty 3407.871687 = -2773588.229499
  nChanged 78
		SP:Iteration 21Q (602.760000 sec): 3 clusters
  Score: Raw -2777001.382557 + Penalty 3407.871687 = -2773593.510870
  nChanged 49
		SP:Iteration 22Q (603.160000 sec): 3 clusters
  Score: Raw -2777005.250129 + Penalty 3407.871687 = -2773597.378442
  nChanged 51
		SP:Iteration 23Q (603.570000 sec): 3 clusters
  Score: Raw -2777010.051630 + Penalty 3407.871687 = -2773602.179943
  nChanged 60
		SP:Iteration 24Q (603.970000 sec): 3 clusters
  Score: Raw -2777016.738408 + Penalty 3407.871687 = -2773608.866721
  nChanged 68
		SP:Iteration 25Q (604.370000 sec): 3 clusters
  Score: Raw -2777026.516208 + Penalty 3407.871687 = -2773618.644521
  nChanged 57
		SP:Iteration 26Q (604.780000 sec): 3 clusters
  Score: Raw -2777033.294207 + Penalty 3407.871687 = -2773625.422520
  nChanged 57
		SP:Iteration 27Q (605.130000 sec): 3 clusters
  Score: Raw -2777041.008896 + Penalty 3407.871687 = -2773633.137209
  nChanged 63
		SP:Iteration 28Q (605.490000 sec): 3 clusters
  Score: Raw -2777047.414844 + Penalty 3407.871687 = -2773639.543157
  nChanged 55
		SP:Iteration 29Q (605.940000 sec): 3 clusters
  Score: Raw -2777052.389258 + Penalty 3407.871687 = -2773644.517571
  nChanged 39
		SP:Iteration 30Q (606.320000 sec): 3 clusters
  Score: Raw -2777056.236083 + Penalty 3407.871687 = -2773648.364396
  nChanged 36
		SP:Iteration 31Q (606.730000 sec): 3 clusters
  Score: Raw -2777060.022301 + Penalty 3407.871687 = -2773652.150614
  nChanged 32
		SP:Iteration 32Q (607.100000 sec): 3 clusters
  Score: Raw -2777062.661108 + Penalty 3407.871687 = -2773654.789421
  nChanged 37
		SP:Iteration 33Q (607.510000 sec): 3 clusters
  Score: Raw -2777064.673625 + Penalty 3407.871687 = -2773656.801938
  nChanged 27
		SP:Iteration 34Q (607.850000 sec): 3 clusters
  Score: Raw -2777066.168028 + Penalty 3407.871687 = -2773658.296341
  nChanged 20
		SP:Iteration 35Q (608.270000 sec): 3 clusters
  Score: Raw -2777067.381268 + Penalty 3407.871687 = -2773659.509581
  nChanged 21
		SP:Iteration 36Q (608.610000 sec): 3 clusters
  Score: Raw -2777068.804862 + Penalty 3407.871687 = -2773660.933175
  nChanged 19
		SP:Iteration 37Q (609.050000 sec): 3 clusters
  Score: Raw -2777069.920674 + Penalty 3407.871687 = -2773662.048988
  nChanged 22
		SP:Iteration 38Q (609.390000 sec): 3 clusters
  Score: Raw -2777071.330289 + Penalty 3407.871687 = -2773663.458602
  nChanged 17
		SP:Iteration 39Q (609.780000 sec): 3 clusters
  Score: Raw -2777072.237310 + Penalty 3407.871687 = -2773664.365623
  nChanged 20
		SP:Iteration 40F (610.220000 sec): 3 clusters
  Score: Raw -2777073.996601 + Penalty 3407.871687 = -2773666.124914
  nChanged 24
		SP:Iteration 41Q (610.610000 sec): 3 clusters
  Score: Raw -2777076.075189 + Penalty 3407.871687 = -2773668.203502
  nChanged 11
		SP:Iteration 42Q (610.980000 sec): 3 clusters
  Score: Raw -2777076.704181 + Penalty 3407.871687 = -2773668.832494
  nChanged 8
		SP:Iteration 43Q (611.370000 sec): 3 clusters
  Score: Raw -2777077.049225 + Penalty 3407.871687 = -2773669.177538
  nChanged 7
		SP:Iteration 44Q (611.730000 sec): 3 clusters
  Score: Raw -2777077.262787 + Penalty 3407.871687 = -2773669.391100
  nChanged 6
		SP:Iteration 45Q (612.060000 sec): 3 clusters
  Score: Raw -2777077.417435 + Penalty 3407.871687 = -2773669.545748
  nChanged 4
		SP:Iteration 46Q (612.460000 sec): 3 clusters
  Score: Raw -2777077.593950 + Penalty 3407.871687 = -2773669.722263
  nChanged 5
		SP:Iteration 47Q (612.830000 sec): 3 clusters
  Score: Raw -2777077.684171 + Penalty 3407.871687 = -2773669.812484
  nChanged 3
		SP:Iteration 48Q (613.220000 sec): 3 clusters
  Score: Raw -2777077.711111 + Penalty 3407.871687 = -2773669.839424
  nChanged 3
		SP:Iteration 49Q (613.620000 sec): 3 clusters
  Score: Raw -2777077.730299 + Penalty 3407.871687 = -2773669.858612
  nChanged 0
		SP:Iteration 50F (614.000000 sec): 3 clusters
  Score: Raw -2777077.730299 + Penalty 3407.871687 = -2773669.858612
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (28242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (614.230000 sec): 2 clusters
  Score: Raw -2649428.860362 + Penalty 1665.391895 = -2647763.468467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (614.580000 sec): 3 clusters
  Score: Raw -2632153.185074 + Penalty 3330.783791 = -2628822.401283
  nChanged 12958
		SP:Iteration 1F (614.910000 sec): 3 clusters
  Score: Raw -2641113.428517 + Penalty 3330.783791 = -2637782.644726
  nChanged 2357
		SP:Iteration 2F (615.230000 sec): 3 clusters
  Score: Raw -2643845.567209 + Penalty 3330.783791 = -2640514.783418
  nChanged 2966
		SP:Iteration 3F (615.600000 sec): 3 clusters
  Score: Raw -2648815.833034 + Penalty 3330.783791 = -2645485.049244
  nChanged 3524
		SP:Iteration 4F (615.940000 sec): 3 clusters
  Score: Raw -2657598.401687 + Penalty 3330.783791 = -2654267.617896
  nChanged 3119
		SP:Iteration 5F (616.300000 sec): 3 clusters
  Score: Raw -2673671.949307 + Penalty 3330.783791 = -2670341.165516
  nChanged 1286
		SP:Iteration 6Q (616.590000 sec): 3 clusters
  Score: Raw -2691322.759818 + Penalty 3330.783791 = -2687991.976027
  nChanged 93
		SP:Iteration 7Q (616.860000 sec): 3 clusters
  Score: Raw -2692167.874705 + Penalty 3330.783791 = -2688837.090914
  nChanged 22
		SP:Iteration 8Q (617.150000 sec): 3 clusters
  Score: Raw -2692316.296407 + Penalty 3330.783791 = -2688985.512616
  nChanged 7
		SP:Iteration 9Q (617.410000 sec): 3 clusters
  Score: Raw -2692326.695486 + Penalty 3330.783791 = -2688995.911695
  nChanged 2
		SP:Iteration 10Q (617.730000 sec): 3 clusters
  Score: Raw -2692327.703097 + Penalty 3330.783791 = -2688996.919306
  nChanged 1
		SP:Iteration 11Q (618.050000 sec): 3 clusters
  Score: Raw -2692328.409984 + Penalty 3330.783791 = -2688997.626193
  nChanged 1
		SP:Iteration 12Q (618.340000 sec): 3 clusters
  Score: Raw -2692328.933661 + Penalty 3330.783791 = -2688998.149870
  nChanged 1
		SP:Iteration 13Q (618.630000 sec): 3 clusters
  Score: Raw -2692329.471847 + Penalty 3330.783791 = -2688998.688056
  nChanged 1
		SP:Iteration 14Q (618.920000 sec): 3 clusters
  Score: Raw -2692330.032749 + Penalty 3330.783791 = -2688999.248958
  nChanged 1
		SP:Iteration 15Q (619.230000 sec): 3 clusters
  Score: Raw -2692330.419137 + Penalty 3330.783791 = -2688999.635346
  nChanged 0
		SP:Iteration 16F (619.590000 sec): 3 clusters
  Score: Raw -2692330.419137 + Penalty 3330.783791 = -2688999.635346
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (43773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (619.870000 sec): 2 clusters
  Score: Raw -3822077.020432 + Penalty 1736.600526 = -3820340.419906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (620.280000 sec): 3 clusters
  Score: Raw -3794601.339445 + Penalty 3473.201052 = -3791128.138393
  nChanged 20533
		SP:Iteration 1F (620.660000 sec): 3 clusters
  Score: Raw -3813709.016185 + Penalty 3473.201052 = -3810235.815133
  nChanged 6099
		SP:Iteration 2F (621.100000 sec): 3 clusters
  Score: Raw -3828780.557724 + Penalty 3473.201052 = -3825307.356672
  nChanged 5890
		SP:Iteration 3F (621.540000 sec): 3 clusters
  Score: Raw -3842757.052864 + Penalty 3473.201052 = -3839283.851812
  nChanged 3982
		SP:Iteration 4F (621.960000 sec): 3 clusters
  Score: Raw -3851078.648233 + Penalty 3473.201052 = -3847605.447181
  nChanged 3320
		SP:Iteration 5F (622.410000 sec): 3 clusters
  Score: Raw -3858492.456879 + Penalty 3473.201052 = -3855019.255826
  nChanged 2448
		SP:Iteration 6F (622.850000 sec): 3 clusters
  Score: Raw -3862887.629559 + Penalty 3473.201052 = -3859414.428507
  nChanged 1375
		SP:Iteration 7Q (623.230000 sec): 3 clusters
  Score: Raw -3864506.215261 + Penalty 3473.201052 = -3861033.014209
  nChanged 896
		SP:Iteration 8Q (623.660000 sec): 3 clusters
  Score: Raw -3865717.950256 + Penalty 3473.201052 = -3862244.749204
  nChanged 805
		SP:Iteration 9Q (624.060000 sec): 3 clusters
  Score: Raw -3867283.346638 + Penalty 3473.201052 = -3863810.145586
  nChanged 758
		SP:Iteration 10Q (624.420000 sec): 3 clusters
  Score: Raw -3869058.502369 + Penalty 3473.201052 = -3865585.301317
  nChanged 577
		SP:Iteration 11Q (624.810000 sec): 3 clusters
  Score: Raw -3870654.068062 + Penalty 3473.201052 = -3867180.867010
  nChanged 530
		SP:Iteration 12Q (625.170000 sec): 3 clusters
  Score: Raw -3873083.112112 + Penalty 3473.201052 = -3869609.911059
  nChanged 445
		SP:Iteration 13Q (625.520000 sec): 3 clusters
  Score: Raw -3875880.659743 + Penalty 3473.201052 = -3872407.458691
  nChanged 221
		SP:Iteration 14Q (625.910000 sec): 3 clusters
  Score: Raw -3877424.734077 + Penalty 3473.201052 = -3873951.533025
  nChanged 150
		SP:Iteration 15Q (626.210000 sec): 3 clusters
  Score: Raw -3878351.667531 + Penalty 3473.201052 = -3874878.466479
  nChanged 95
		SP:Iteration 16Q (626.610000 sec): 3 clusters
  Score: Raw -3878803.575397 + Penalty 3473.201052 = -3875330.374345
  nChanged 54
		SP:Iteration 17Q (626.960000 sec): 3 clusters
  Score: Raw -3878996.501516 + Penalty 3473.201052 = -3875523.300464
  nChanged 34
		SP:Iteration 18Q (627.320000 sec): 3 clusters
  Score: Raw -3879078.509499 + Penalty 3473.201052 = -3875605.308447
  nChanged 18
		SP:Iteration 19Q (627.740000 sec): 3 clusters
  Score: Raw -3879126.066949 + Penalty 3473.201052 = -3875652.865897
  nChanged 14
		SP:Iteration 20F (628.180000 sec): 3 clusters
  Score: Raw -3879268.494596 + Penalty 3473.201052 = -3875795.293544
  nChanged 76
		SP:Iteration 21Q (628.560000 sec): 3 clusters
  Score: Raw -3879370.028844 + Penalty 3473.201052 = -3875896.827792
  nChanged 46
		SP:Iteration 22Q (628.900000 sec): 3 clusters
  Score: Raw -3879406.593280 + Penalty 3473.201052 = -3875933.392228
  nChanged 33
		SP:Iteration 23Q (629.300000 sec): 3 clusters
  Score: Raw -3879426.585918 + Penalty 3473.201052 = -3875953.384866
  nChanged 25
		SP:Iteration 24Q (629.700000 sec): 3 clusters
  Score: Raw -3879435.649568 + Penalty 3473.201052 = -3875962.448516
  nChanged 7
		SP:Iteration 25Q (630.100000 sec): 3 clusters
  Score: Raw -3879436.623670 + Penalty 3473.201052 = -3875963.422618
  nChanged 4
		SP:Iteration 26Q (630.460000 sec): 3 clusters
  Score: Raw -3879436.878005 + Penalty 3473.201052 = -3875963.676953
  nChanged 0
		SP:Iteration 27F (630.870000 sec): 3 clusters
  Score: Raw -3879436.878005 + Penalty 3473.201052 = -3875963.676953
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (62568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (631.320000 sec): 2 clusters
  Score: Raw -5758508.924688 + Penalty 1794.651502 = -5756714.273186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (631.910000 sec): 3 clusters
  Score: Raw -5718594.316852 + Penalty 3589.303004 = -5715005.013848
  nChanged 29543
		SP:Iteration 1F (632.420000 sec): 3 clusters
  Score: Raw -5738904.259619 + Penalty 3589.303004 = -5735314.956614
  nChanged 5148
		SP:Iteration 2F (633.030000 sec): 3 clusters
  Score: Raw -5744345.427080 + Penalty 3589.303004 = -5740756.124076
  nChanged 5761
		SP:Iteration 3F (633.630000 sec): 3 clusters
  Score: Raw -5750739.071592 + Penalty 3589.303004 = -5747149.768587
  nChanged 5253
		SP:Iteration 4F (634.210000 sec): 3 clusters
  Score: Raw -5755235.597954 + Penalty 3589.303004 = -5751646.294949
  nChanged 4357
		SP:Iteration 5F (634.790000 sec): 3 clusters
  Score: Raw -5758244.063507 + Penalty 3589.303004 = -5754654.760503
  nChanged 3492
		SP:Iteration 6F (635.390000 sec): 3 clusters
  Score: Raw -5760326.860585 + Penalty 3589.303004 = -5756737.557581
  nChanged 2870
		SP:Iteration 7Q (635.990000 sec): 3 clusters
  Score: Raw -5761830.895214 + Penalty 3589.303004 = -5758241.592210
  nChanged 2337
		SP:Iteration 8Q (636.590000 sec): 3 clusters
  Score: Raw -5762907.814819 + Penalty 3589.303004 = -5759318.511814
  nChanged 1899
		SP:Iteration 9Q (637.210000 sec): 3 clusters
  Score: Raw -5763643.020950 + Penalty 3589.303004 = -5760053.717946
  nChanged 1439
		SP:Iteration 10Q (637.740000 sec): 3 clusters
  Score: Raw -5764153.733151 + Penalty 3589.303004 = -5760564.430146
  nChanged 1094
		SP:Iteration 11Q (638.280000 sec): 3 clusters
  Score: Raw -5764487.272745 + Penalty 3589.303004 = -5760897.969740
  nChanged 845
		SP:Iteration 12Q (638.910000 sec): 3 clusters
  Score: Raw -5764698.323526 + Penalty 3589.303004 = -5761109.020522
  nChanged 677
		SP:Iteration 13Q (639.490000 sec): 3 clusters
  Score: Raw -5764860.879970 + Penalty 3589.303004 = -5761271.576966
  nChanged 625
		SP:Iteration 14Q (640.000000 sec): 3 clusters
  Score: Raw -5764993.685608 + Penalty 3589.303004 = -5761404.382604
  nChanged 549
		SP:Iteration 15Q (640.510000 sec): 3 clusters
  Score: Raw -5765108.739545 + Penalty 3589.303004 = -5761519.436541
  nChanged 520
		SP:Iteration 16Q (641.090000 sec): 3 clusters
  Score: Raw -5765209.418459 + Penalty 3589.303004 = -5761620.115455
  nChanged 445
		SP:Iteration 17Q (641.690000 sec): 3 clusters
  Score: Raw -5765283.783396 + Penalty 3589.303004 = -5761694.480392
  nChanged 426
		SP:Iteration 18Q (642.250000 sec): 3 clusters
  Score: Raw -5765345.151077 + Penalty 3589.303004 = -5761755.848073
  nChanged 361
		SP:Iteration 19Q (642.780000 sec): 3 clusters
  Score: Raw -5765393.143992 + Penalty 3589.303004 = -5761803.840987
  nChanged 326
		SP:Iteration 20F (643.310000 sec): 3 clusters
  Score: Raw -5765432.880666 + Penalty 3589.303004 = -5761843.577662
  nChanged 276
		SP:Iteration 21Q (643.910000 sec): 3 clusters
  Score: Raw -5765460.858415 + Penalty 3589.303004 = -5761871.555411
  nChanged 219
		SP:Iteration 22Q (644.430000 sec): 3 clusters
  Score: Raw -5765478.769681 + Penalty 3589.303004 = -5761889.466676
  nChanged 198
		SP:Iteration 23Q (645.010000 sec): 3 clusters
  Score: Raw -5765491.654599 + Penalty 3589.303004 = -5761902.351594
  nChanged 145
		SP:Iteration 24Q (645.600000 sec): 3 clusters
  Score: Raw -5765500.512556 + Penalty 3589.303004 = -5761911.209551
  nChanged 129
		SP:Iteration 25Q (646.150000 sec): 3 clusters
  Score: Raw -5765507.528942 + Penalty 3589.303004 = -5761918.225937
  nChanged 124
		SP:Iteration 26Q (646.760000 sec): 3 clusters
  Score: Raw -5765514.555284 + Penalty 3589.303004 = -5761925.252279
  nChanged 123
		SP:Iteration 27Q (647.270000 sec): 3 clusters
  Score: Raw -5765520.809239 + Penalty 3589.303004 = -5761931.506235
  nChanged 94
		SP:Iteration 28Q (647.860000 sec): 3 clusters
  Score: Raw -5765524.924033 + Penalty 3589.303004 = -5761935.621028
  nChanged 80
		SP:Iteration 29Q (648.410000 sec): 3 clusters
  Score: Raw -5765527.904810 + Penalty 3589.303004 = -5761938.601805
  nChanged 58
		SP:Iteration 30Q (648.960000 sec): 3 clusters
  Score: Raw -5765529.978348 + Penalty 3589.303004 = -5761940.675344
  nChanged 58
		SP:Iteration 31Q (649.580000 sec): 3 clusters
  Score: Raw -5765532.046096 + Penalty 3589.303004 = -5761942.743091
  nChanged 45
		SP:Iteration 32Q (650.170000 sec): 3 clusters
  Score: Raw -5765533.701568 + Penalty 3589.303004 = -5761944.398564
  nChanged 36
		SP:Iteration 33Q (650.740000 sec): 3 clusters
  Score: Raw -5765534.904327 + Penalty 3589.303004 = -5761945.601323
  nChanged 40
		SP:Iteration 34Q (651.340000 sec): 3 clusters
  Score: Raw -5765536.042823 + Penalty 3589.303004 = -5761946.739818
  nChanged 35
		SP:Iteration 35Q (651.870000 sec): 3 clusters
  Score: Raw -5765537.253993 + Penalty 3589.303004 = -5761947.950989
  nChanged 36
		SP:Iteration 36Q (652.500000 sec): 3 clusters
  Score: Raw -5765538.310873 + Penalty 3589.303004 = -5761949.007869
  nChanged 25
		SP:Iteration 37Q (653.210000 sec): 3 clusters
  Score: Raw -5765538.852979 + Penalty 3589.303004 = -5761949.549975
  nChanged 20
		SP:Iteration 38Q (653.880000 sec): 3 clusters
  Score: Raw -5765539.315524 + Penalty 3589.303004 = -5761950.012520
  nChanged 20
		SP:Iteration 39Q (654.490000 sec): 3 clusters
  Score: Raw -5765539.748718 + Penalty 3589.303004 = -5761950.445714
  nChanged 23
		SP:Iteration 40F (655.100000 sec): 3 clusters
  Score: Raw -5765540.264838 + Penalty 3589.303004 = -5761950.961834
  nChanged 17
		SP:Iteration 41Q (655.710000 sec): 3 clusters
  Score: Raw -5765540.658871 + Penalty 3589.303004 = -5761951.355867
  nChanged 15
		SP:Iteration 42Q (656.260000 sec): 3 clusters
  Score: Raw -5765540.983451 + Penalty 3589.303004 = -5761951.680446
  nChanged 4
		SP:Iteration 43Q (656.960000 sec): 3 clusters
  Score: Raw -5765541.036488 + Penalty 3589.303004 = -5761951.733483
  nChanged 6
		SP:Iteration 44Q (657.530000 sec): 3 clusters
  Score: Raw -5765541.153130 + Penalty 3589.303004 = -5761951.850126
  nChanged 4
		SP:Iteration 45Q (658.140000 sec): 3 clusters
  Score: Raw -5765541.223792 + Penalty 3589.303004 = -5761951.920787
  nChanged 3
		SP:Iteration 46Q (658.750000 sec): 3 clusters
  Score: Raw -5765541.284261 + Penalty 3589.303004 = -5761951.981257
  nChanged 3
		SP:Iteration 47Q (659.260000 sec): 3 clusters
  Score: Raw -5765541.316878 + Penalty 3589.303004 = -5761952.013873
  nChanged 4
		SP:Iteration 48Q (659.780000 sec): 3 clusters
  Score: Raw -5765541.385632 + Penalty 3589.303004 = -5761952.082627
  nChanged 4
		SP:Iteration 49Q (660.450000 sec): 3 clusters
  Score: Raw -5765541.481830 + Penalty 3589.303004 = -5761952.178825
  nChanged 8
		SP:Iteration 50Q (661.030000 sec): 3 clusters
  Score: Raw -5765541.645624 + Penalty 3589.303004 = -5761952.342619
  nChanged 11
		SP:Iteration 51Q (661.630000 sec): 3 clusters
  Score: Raw -5765541.813512 + Penalty 3589.303004 = -5761952.510508
  nChanged 4
		SP:Iteration 52Q (662.170000 sec): 3 clusters
  Score: Raw -5765541.846664 + Penalty 3589.303004 = -5761952.543659
  nChanged 3
		SP:Iteration 53Q (662.710000 sec): 3 clusters
  Score: Raw -5765541.886975 + Penalty 3589.303004 = -5761952.583971
  nChanged 4
		SP:Iteration 54Q (663.280000 sec): 3 clusters
  Score: Raw -5765541.936349 + Penalty 3589.303004 = -5761952.633344
  nChanged 2
		SP:Iteration 55Q (663.810000 sec): 3 clusters
  Score: Raw -5765541.981282 + Penalty 3589.303004 = -5761952.678277
  nChanged 2
		SP:Iteration 56Q (664.430000 sec): 3 clusters
  Score: Raw -5765542.018049 + Penalty 3589.303004 = -5761952.715044
  nChanged 3
		SP:Iteration 57Q (665.070000 sec): 3 clusters
  Score: Raw -5765542.078543 + Penalty 3589.303004 = -5761952.775538
  nChanged 4
		SP:Iteration 58Q (665.590000 sec): 3 clusters
  Score: Raw -5765542.154782 + Penalty 3589.303004 = -5761952.851778
  nChanged 5
		SP:Iteration 59Q (666.250000 sec): 3 clusters
  Score: Raw -5765542.241970 + Penalty 3589.303004 = -5761952.938965
  nChanged 7
		SP:Iteration 60F (666.820000 sec): 3 clusters
  Score: Raw -5765542.341394 + Penalty 3589.303004 = -5761953.038390
  nChanged 2
		SP:Iteration 61Q (667.460000 sec): 3 clusters
  Score: Raw -5765542.392157 + Penalty 3589.303004 = -5761953.089153
  nChanged 4
		SP:Iteration 62Q (668.140000 sec): 3 clusters
  Score: Raw -5765542.415698 + Penalty 3589.303004 = -5761953.112693
  nChanged 4
		SP:Iteration 63Q (668.700000 sec): 3 clusters
  Score: Raw -5765542.447359 + Penalty 3589.303004 = -5761953.144355
  nChanged 5
		SP:Iteration 64Q (669.370000 sec): 3 clusters
  Score: Raw -5765542.502677 + Penalty 3589.303004 = -5761953.199672
  nChanged 4
		SP:Iteration 65Q (670.000000 sec): 3 clusters
  Score: Raw -5765542.572383 + Penalty 3589.303004 = -5761953.269378
  nChanged 1
		SP:Iteration 66Q (670.610000 sec): 3 clusters
  Score: Raw -5765542.583045 + Penalty 3589.303004 = -5761953.280040
  nChanged 0
		SP:Iteration 67F (671.330000 sec): 3 clusters
  Score: Raw -5765542.583045 + Penalty 3589.303004 = -5761953.280040
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (26992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (671.530000 sec): 2 clusters
  Score: Raw -1843146.582719 + Penalty 1658.035568 = -1841488.547150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (671.870000 sec): 3 clusters
  Score: Raw -1826892.174295 + Penalty 3316.071137 = -1823576.103159
  nChanged 12512
		SP:Iteration 1F (672.230000 sec): 3 clusters
  Score: Raw -1841318.487285 + Penalty 3316.071137 = -1838002.416148
  nChanged 3958
		SP:Iteration 2F (672.530000 sec): 3 clusters
  Score: Raw -1847246.481520 + Penalty 3316.071137 = -1843930.410383
  nChanged 2669
		SP:Iteration 3F (672.890000 sec): 3 clusters
  Score: Raw -1849853.669869 + Penalty 3316.071137 = -1846537.598733
  nChanged 1560
		SP:Iteration 4F (673.250000 sec): 3 clusters
  Score: Raw -1850947.309522 + Penalty 3316.071137 = -1847631.238385
  nChanged 909
		SP:Iteration 5Q (673.670000 sec): 3 clusters
  Score: Raw -1851431.062795 + Penalty 3316.071137 = -1848114.991658
  nChanged 643
		SP:Iteration 6Q (674.000000 sec): 3 clusters
  Score: Raw -1851710.744457 + Penalty 3316.071137 = -1848394.673320
  nChanged 499
		SP:Iteration 7Q (674.360000 sec): 3 clusters
  Score: Raw -1851907.879087 + Penalty 3316.071137 = -1848591.807950
  nChanged 417
		SP:Iteration 8Q (674.690000 sec): 3 clusters
  Score: Raw -1852048.620884 + Penalty 3316.071137 = -1848732.549748
  nChanged 357
		SP:Iteration 9Q (675.060000 sec): 3 clusters
  Score: Raw -1852159.847296 + Penalty 3316.071137 = -1848843.776159
  nChanged 301
		SP:Iteration 10Q (675.380000 sec): 3 clusters
  Score: Raw -1852262.678618 + Penalty 3316.071137 = -1848946.607481
  nChanged 325
		SP:Iteration 11Q (675.700000 sec): 3 clusters
  Score: Raw -1852372.320810 + Penalty 3316.071137 = -1849056.249673
  nChanged 276
		SP:Iteration 12Q (676.030000 sec): 3 clusters
  Score: Raw -1852465.499802 + Penalty 3316.071137 = -1849149.428665
  nChanged 289
		SP:Iteration 13Q (676.290000 sec): 3 clusters
  Score: Raw -1852574.257163 + Penalty 3316.071137 = -1849258.186026
  nChanged 312
		SP:Iteration 14Q (676.580000 sec): 3 clusters
  Score: Raw -1852702.051040 + Penalty 3316.071137 = -1849385.979904
  nChanged 313
		SP:Iteration 15Q (676.940000 sec): 3 clusters
  Score: Raw -1852827.073319 + Penalty 3316.071137 = -1849511.002183
  nChanged 313
		SP:Iteration 16Q (677.230000 sec): 3 clusters
  Score: Raw -1852937.832421 + Penalty 3316.071137 = -1849621.761284
  nChanged 297
		SP:Iteration 17Q (677.540000 sec): 3 clusters
  Score: Raw -1853039.258180 + Penalty 3316.071137 = -1849723.187044
  nChanged 292
		SP:Iteration 18Q (677.840000 sec): 3 clusters
  Score: Raw -1853141.105944 + Penalty 3316.071137 = -1849825.034808
  nChanged 301
		SP:Iteration 19Q (678.190000 sec): 3 clusters
  Score: Raw -1853241.639211 + Penalty 3316.071137 = -1849925.568074
  nChanged 273
		SP:Iteration 20F (678.570000 sec): 3 clusters
  Score: Raw -1853379.420668 + Penalty 3316.071137 = -1850063.349532
  nChanged 298
		SP:Iteration 21Q (678.860000 sec): 3 clusters
  Score: Raw -1853532.612845 + Penalty 3316.071137 = -1850216.541708
  nChanged 306
		SP:Iteration 22Q (679.210000 sec): 3 clusters
  Score: Raw -1853671.506690 + Penalty 3316.071137 = -1850355.435554
  nChanged 293
		SP:Iteration 23Q (679.470000 sec): 3 clusters
  Score: Raw -1853794.694223 + Penalty 3316.071137 = -1850478.623087
  nChanged 250
		SP:Iteration 24Q (679.780000 sec): 3 clusters
  Score: Raw -1853909.447604 + Penalty 3316.071137 = -1850593.376467
  nChanged 261
		SP:Iteration 25Q (680.150000 sec): 3 clusters
  Score: Raw -1854022.293182 + Penalty 3316.071137 = -1850706.222045
  nChanged 254
		SP:Iteration 26Q (680.490000 sec): 3 clusters
  Score: Raw -1854135.898868 + Penalty 3316.071137 = -1850819.827731
  nChanged 219
		SP:Iteration 27Q (680.790000 sec): 3 clusters
  Score: Raw -1854225.513028 + Penalty 3316.071137 = -1850909.441891
  nChanged 204
		SP:Iteration 28Q (681.120000 sec): 3 clusters
  Score: Raw -1854302.685002 + Penalty 3316.071137 = -1850986.613866
  nChanged 226
		SP:Iteration 29Q (681.380000 sec): 3 clusters
  Score: Raw -1854388.859160 + Penalty 3316.071137 = -1851072.788023
  nChanged 210
		SP:Iteration 30Q (681.700000 sec): 3 clusters
  Score: Raw -1854469.348334 + Penalty 3316.071137 = -1851153.277198
  nChanged 218
		SP:Iteration 31Q (682.030000 sec): 3 clusters
  Score: Raw -1854535.493050 + Penalty 3316.071137 = -1851219.421913
  nChanged 195
		SP:Iteration 32Q (682.380000 sec): 3 clusters
  Score: Raw -1854589.305573 + Penalty 3316.071137 = -1851273.234436
  nChanged 160
		SP:Iteration 33Q (682.710000 sec): 3 clusters
  Score: Raw -1854628.654859 + Penalty 3316.071137 = -1851312.583722
  nChanged 159
		SP:Iteration 34Q (683.060000 sec): 3 clusters
  Score: Raw -1854665.581917 + Penalty 3316.071137 = -1851349.510780
  nChanged 137
		SP:Iteration 35Q (683.350000 sec): 3 clusters
  Score: Raw -1854703.888972 + Penalty 3316.071137 = -1851387.817836
  nChanged 140
		SP:Iteration 36Q (683.680000 sec): 3 clusters
  Score: Raw -1854739.297254 + Penalty 3316.071137 = -1851423.226117
  nChanged 138
		SP:Iteration 37Q (683.980000 sec): 3 clusters
  Score: Raw -1854764.575264 + Penalty 3316.071137 = -1851448.504127
  nChanged 103
		SP:Iteration 38Q (684.250000 sec): 3 clusters
  Score: Raw -1854779.953939 + Penalty 3316.071137 = -1851463.882802
  nChanged 98
		SP:Iteration 39Q (684.610000 sec): 3 clusters
  Score: Raw -1854795.182991 + Penalty 3316.071137 = -1851479.111854
  nChanged 89
		SP:Iteration 40F (684.940000 sec): 3 clusters
  Score: Raw -1854808.968734 + Penalty 3316.071137 = -1851492.897597
  nChanged 76
		SP:Iteration 41Q (685.310000 sec): 3 clusters
  Score: Raw -1854819.871124 + Penalty 3316.071137 = -1851503.799988
  nChanged 71
		SP:Iteration 42Q (685.590000 sec): 3 clusters
  Score: Raw -1854828.454632 + Penalty 3316.071137 = -1851512.383495
  nChanged 61
		SP:Iteration 43Q (685.970000 sec): 3 clusters
  Score: Raw -1854837.416180 + Penalty 3316.071137 = -1851521.345044
  nChanged 63
		SP:Iteration 44Q (686.290000 sec): 3 clusters
  Score: Raw -1854845.698496 + Penalty 3316.071137 = -1851529.627360
  nChanged 49
		SP:Iteration 45Q (686.660000 sec): 3 clusters
  Score: Raw -1854851.391364 + Penalty 3316.071137 = -1851535.320227
  nChanged 52
		SP:Iteration 46Q (686.900000 sec): 3 clusters
  Score: Raw -1854857.755756 + Penalty 3316.071137 = -1851541.684620
  nChanged 54
		SP:Iteration 47Q (687.280000 sec): 3 clusters
  Score: Raw -1854863.964620 + Penalty 3316.071137 = -1851547.893484
  nChanged 46
		SP:Iteration 48Q (687.530000 sec): 3 clusters
  Score: Raw -1854868.508705 + Penalty 3316.071137 = -1851552.437568
  nChanged 33
		SP:Iteration 49Q (687.820000 sec): 3 clusters
  Score: Raw -1854871.238128 + Penalty 3316.071137 = -1851555.166991
  nChanged 22
		SP:Iteration 50Q (688.170000 sec): 3 clusters
  Score: Raw -1854872.963606 + Penalty 3316.071137 = -1851556.892470
  nChanged 21
		SP:Iteration 51Q (688.480000 sec): 3 clusters
  Score: Raw -1854874.423620 + Penalty 3316.071137 = -1851558.352483
  nChanged 22
		SP:Iteration 52Q (688.770000 sec): 3 clusters
  Score: Raw -1854875.873408 + Penalty 3316.071137 = -1851559.802271
  nChanged 26
		SP:Iteration 53Q (689.110000 sec): 3 clusters
  Score: Raw -1854877.625865 + Penalty 3316.071137 = -1851561.554729
  nChanged 22
		SP:Iteration 54Q (689.440000 sec): 3 clusters
  Score: Raw -1854878.945221 + Penalty 3316.071137 = -1851562.874084
  nChanged 14
		SP:Iteration 55Q (689.780000 sec): 3 clusters
  Score: Raw -1854880.125977 + Penalty 3316.071137 = -1851564.054840
  nChanged 19
		SP:Iteration 56Q (690.050000 sec): 3 clusters
  Score: Raw -1854881.416416 + Penalty 3316.071137 = -1851565.345279
  nChanged 22
		SP:Iteration 57Q (690.330000 sec): 3 clusters
  Score: Raw -1854882.980006 + Penalty 3316.071137 = -1851566.908869
  nChanged 16
		SP:Iteration 58Q (690.690000 sec): 3 clusters
  Score: Raw -1854883.885412 + Penalty 3316.071137 = -1851567.814275
  nChanged 14
		SP:Iteration 59Q (690.930000 sec): 3 clusters
  Score: Raw -1854884.995362 + Penalty 3316.071137 = -1851568.924226
  nChanged 16
		SP:Iteration 60F (691.280000 sec): 3 clusters
  Score: Raw -1854885.834763 + Penalty 3316.071137 = -1851569.763626
  nChanged 8
		SP:Iteration 61Q (691.580000 sec): 3 clusters
  Score: Raw -1854886.386112 + Penalty 3316.071137 = -1851570.314976
  nChanged 11
		SP:Iteration 62Q (691.900000 sec): 3 clusters
  Score: Raw -1854886.932155 + Penalty 3316.071137 = -1851570.861019
  nChanged 5
		SP:Iteration 63Q (692.200000 sec): 3 clusters
  Score: Raw -1854887.170964 + Penalty 3316.071137 = -1851571.099827
  nChanged 5
		SP:Iteration 64Q (692.470000 sec): 3 clusters
  Score: Raw -1854887.332864 + Penalty 3316.071137 = -1851571.261727
  nChanged 3
		SP:Iteration 65Q (692.840000 sec): 3 clusters
  Score: Raw -1854887.513912 + Penalty 3316.071137 = -1851571.442776
  nChanged 4
		SP:Iteration 66Q (693.170000 sec): 3 clusters
  Score: Raw -1854887.772037 + Penalty 3316.071137 = -1851571.700901
  nChanged 9
		SP:Iteration 67Q (693.470000 sec): 3 clusters
  Score: Raw -1854888.305797 + Penalty 3316.071137 = -1851572.234660
  nChanged 8
		SP:Iteration 68Q (693.830000 sec): 3 clusters
  Score: Raw -1854889.098007 + Penalty 3316.071137 = -1851573.026870
  nChanged 12
		SP:Iteration 69Q (694.150000 sec): 3 clusters
  Score: Raw -1854889.894474 + Penalty 3316.071137 = -1851573.823338
  nChanged 8
		SP:Iteration 70Q (694.490000 sec): 3 clusters
  Score: Raw -1854890.527728 + Penalty 3316.071137 = -1851574.456591
  nChanged 11
		SP:Iteration 71Q (694.800000 sec): 3 clusters
  Score: Raw -1854891.284489 + Penalty 3316.071137 = -1851575.213353
  nChanged 6
		SP:Iteration 72Q (695.130000 sec): 3 clusters
  Score: Raw -1854891.634772 + Penalty 3316.071137 = -1851575.563636
  nChanged 7
		SP:Iteration 73Q (695.450000 sec): 3 clusters
  Score: Raw -1854892.050280 + Penalty 3316.071137 = -1851575.979144
  nChanged 8
		SP:Iteration 74Q (695.720000 sec): 3 clusters
  Score: Raw -1854892.541413 + Penalty 3316.071137 = -1851576.470277
  nChanged 8
		SP:Iteration 75Q (696.070000 sec): 3 clusters
  Score: Raw -1854892.981786 + Penalty 3316.071137 = -1851576.910650
  nChanged 7
		SP:Iteration 76Q (696.390000 sec): 3 clusters
  Score: Raw -1854893.406265 + Penalty 3316.071137 = -1851577.335128
  nChanged 7
		SP:Iteration 77Q (696.720000 sec): 3 clusters
  Score: Raw -1854893.871070 + Penalty 3316.071137 = -1851577.799934
  nChanged 7
		SP:Iteration 78Q (697.050000 sec): 3 clusters
  Score: Raw -1854894.151388 + Penalty 3316.071137 = -1851578.080252
  nChanged 3
		SP:Iteration 79Q (697.350000 sec): 3 clusters
  Score: Raw -1854894.249660 + Penalty 3316.071137 = -1851578.178523
  nChanged 2
		SP:Iteration 80F (697.680000 sec): 3 clusters
  Score: Raw -1854894.313622 + Penalty 3316.071137 = -1851578.242486
  nChanged 1
		SP:Iteration 81Q (698.010000 sec): 3 clusters
  Score: Raw -1854894.350398 + Penalty 3316.071137 = -1851578.279262
  nChanged 2
		SP:Iteration 82Q (698.310000 sec): 3 clusters
  Score: Raw -1854894.459576 + Penalty 3316.071137 = -1851578.388439
  nChanged 0
		SP:Iteration 83F (698.670000 sec): 3 clusters
  Score: Raw -1854894.459576 + Penalty 3316.071137 = -1851578.388439
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (8238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (698.770000 sec): 2 clusters
  Score: Raw -639426.788646 + Penalty 1465.183342 = -637961.605304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (699.030000 sec): 3 clusters
  Score: Raw -635207.963926 + Penalty 2930.366684 = -632277.597241
  nChanged 3716
		SP:Iteration 1F (699.200000 sec): 3 clusters
  Score: Raw -643199.420406 + Penalty 2930.366684 = -640269.053722
  nChanged 1821
		SP:Iteration 2F (699.410000 sec): 3 clusters
  Score: Raw -648903.020702 + Penalty 2930.366684 = -645972.654018
  nChanged 812
		SP:Iteration 3F (699.550000 sec): 3 clusters
  Score: Raw -651111.622157 + Penalty 2930.366684 = -648181.255473
  nChanged 426
		SP:Iteration 4F (699.730000 sec): 3 clusters
  Score: Raw -652115.054053 + Penalty 2930.366684 = -649184.687369
  nChanged 229
		SP:Iteration 5Q (699.930000 sec): 3 clusters
  Score: Raw -652388.695911 + Penalty 2930.366684 = -649458.329227
  nChanged 134
		SP:Iteration 6Q (700.070000 sec): 3 clusters
  Score: Raw -652478.296454 + Penalty 2930.366684 = -649547.929770
  nChanged 94
		SP:Iteration 7Q (700.280000 sec): 3 clusters
  Score: Raw -652525.061359 + Penalty 2930.366684 = -649594.694674
  nChanged 55
		SP:Iteration 8Q (700.490000 sec): 3 clusters
  Score: Raw -652542.295802 + Penalty 2930.366684 = -649611.929118
  nChanged 29
		SP:Iteration 9Q (700.650000 sec): 3 clusters
  Score: Raw -652549.547640 + Penalty 2930.366684 = -649619.180956
  nChanged 17
		SP:Iteration 10Q (700.860000 sec): 3 clusters
  Score: Raw -652552.857818 + Penalty 2930.366684 = -649622.491133
  nChanged 9
		SP:Iteration 11Q (701.100000 sec): 3 clusters
  Score: Raw -652554.120491 + Penalty 2930.366684 = -649623.753807
  nChanged 12
		SP:Iteration 12Q (701.260000 sec): 3 clusters
  Score: Raw -652555.967441 + Penalty 2930.366684 = -649625.600756
  nChanged 3
		SP:Iteration 13Q (701.390000 sec): 3 clusters
  Score: Raw -652556.382633 + Penalty 2930.366684 = -649626.015949
  nChanged 0
		SP:Iteration 14F (701.650000 sec): 3 clusters
  Score: Raw -652556.382633 + Penalty 2930.366684 = -649626.015949
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (57221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (701.960000 sec): 2 clusters
  Score: Raw -4724638.090523 + Penalty 1780.134889 = -4722857.955633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (702.580000 sec): 3 clusters
  Score: Raw -4688351.701468 + Penalty 3560.269779 = -4684791.431689
  nChanged 26876
		SP:Iteration 1F (703.090000 sec): 3 clusters
  Score: Raw -4711896.264104 + Penalty 3560.269779 = -4708335.994326
  nChanged 7100
		SP:Iteration 2F (703.660000 sec): 3 clusters
  Score: Raw -4722445.883075 + Penalty 3560.269779 = -4718885.613296
  nChanged 6297
		SP:Iteration 3F (704.150000 sec): 3 clusters
  Score: Raw -4730584.651912 + Penalty 3560.269779 = -4727024.382133
  nChanged 4993
		SP:Iteration 4F (704.710000 sec): 3 clusters
  Score: Raw -4736134.261307 + Penalty 3560.269779 = -4732573.991529
  nChanged 3734
		SP:Iteration 5F (705.230000 sec): 3 clusters
  Score: Raw -4739494.599099 + Penalty 3560.269779 = -4735934.329320
  nChanged 2722
		SP:Iteration 6Q (705.720000 sec): 3 clusters
  Score: Raw -4741614.305748 + Penalty 3560.269779 = -4738054.035969
  nChanged 2044
		SP:Iteration 7Q (706.210000 sec): 3 clusters
  Score: Raw -4743042.093757 + Penalty 3560.269779 = -4739481.823978
  nChanged 1557
		SP:Iteration 8Q (706.750000 sec): 3 clusters
  Score: Raw -4743891.044049 + Penalty 3560.269779 = -4740330.774270
  nChanged 1247
		SP:Iteration 9Q (707.280000 sec): 3 clusters
  Score: Raw -4744528.887999 + Penalty 3560.269779 = -4740968.618220
  nChanged 1119
		SP:Iteration 10Q (707.870000 sec): 3 clusters
  Score: Raw -4745041.465953 + Penalty 3560.269779 = -4741481.196174
  nChanged 982
		SP:Iteration 11Q (708.440000 sec): 3 clusters
  Score: Raw -4745476.172725 + Penalty 3560.269779 = -4741915.902946
  nChanged 929
		SP:Iteration 12Q (708.950000 sec): 3 clusters
  Score: Raw -4745928.596116 + Penalty 3560.269779 = -4742368.326337
  nChanged 898
		SP:Iteration 13Q (709.440000 sec): 3 clusters
  Score: Raw -4746428.022774 + Penalty 3560.269779 = -4742867.752995
  nChanged 867
		SP:Iteration 14Q (709.990000 sec): 3 clusters
  Score: Raw -4746940.755190 + Penalty 3560.269779 = -4743380.485411
  nChanged 849
		SP:Iteration 15Q (710.470000 sec): 3 clusters
  Score: Raw -4747476.334406 + Penalty 3560.269779 = -4743916.064628
  nChanged 809
		SP:Iteration 16Q (710.940000 sec): 3 clusters
  Score: Raw -4748036.069410 + Penalty 3560.269779 = -4744475.799631
  nChanged 789
		SP:Iteration 17Q (711.480000 sec): 3 clusters
  Score: Raw -4748637.784898 + Penalty 3560.269779 = -4745077.515119
  nChanged 719
		SP:Iteration 18Q (711.970000 sec): 3 clusters
  Score: Raw -4749211.746877 + Penalty 3560.269779 = -4745651.477098
  nChanged 726
		SP:Iteration 19Q (712.490000 sec): 3 clusters
  Score: Raw -4749696.455815 + Penalty 3560.269779 = -4746136.186036
  nChanged 599
		SP:Iteration 20F (713.060000 sec): 3 clusters
  Score: Raw -4750080.260353 + Penalty 3560.269779 = -4746519.990574
  nChanged 533
		SP:Iteration 21Q (713.530000 sec): 3 clusters
  Score: Raw -4750432.644559 + Penalty 3560.269779 = -4746872.374780
  nChanged 562
		SP:Iteration 22Q (714.040000 sec): 3 clusters
  Score: Raw -4750854.611477 + Penalty 3560.269779 = -4747294.341698
  nChanged 561
		SP:Iteration 23Q (714.580000 sec): 3 clusters
  Score: Raw -4751289.065956 + Penalty 3560.269779 = -4747728.796177
  nChanged 545
		SP:Iteration 24Q (715.120000 sec): 3 clusters
  Score: Raw -4751719.295856 + Penalty 3560.269779 = -4748159.026077
  nChanged 485
		SP:Iteration 25Q (715.590000 sec): 3 clusters
  Score: Raw -4752148.489364 + Penalty 3560.269779 = -4748588.219585
  nChanged 426
		SP:Iteration 26Q (716.060000 sec): 3 clusters
  Score: Raw -4752617.530497 + Penalty 3560.269779 = -4749057.260718
  nChanged 406
		SP:Iteration 27Q (716.580000 sec): 3 clusters
  Score: Raw -4753171.632077 + Penalty 3560.269779 = -4749611.362298
  nChanged 371
		SP:Iteration 28Q (717.130000 sec): 3 clusters
  Score: Raw -4753685.200620 + Penalty 3560.269779 = -4750124.930841
  nChanged 319
		SP:Iteration 29Q (717.570000 sec): 3 clusters
  Score: Raw -4754043.123781 + Penalty 3560.269779 = -4750482.854002
  nChanged 255
		SP:Iteration 30Q (718.030000 sec): 3 clusters
  Score: Raw -4754252.863373 + Penalty 3560.269779 = -4750692.593594
  nChanged 214
		SP:Iteration 31Q (718.500000 sec): 3 clusters
  Score: Raw -4754367.456497 + Penalty 3560.269779 = -4750807.186718
  nChanged 155
		SP:Iteration 32Q (718.990000 sec): 3 clusters
  Score: Raw -4754435.564502 + Penalty 3560.269779 = -4750875.294723
  nChanged 124
		SP:Iteration 33Q (719.450000 sec): 3 clusters
  Score: Raw -4754475.039121 + Penalty 3560.269779 = -4750914.769342
  nChanged 83
		SP:Iteration 34Q (719.920000 sec): 3 clusters
  Score: Raw -4754493.422332 + Penalty 3560.269779 = -4750933.152553
  nChanged 63
		SP:Iteration 35Q (720.390000 sec): 3 clusters
  Score: Raw -4754504.346657 + Penalty 3560.269779 = -4750944.076878
  nChanged 34
		SP:Iteration 36Q (720.860000 sec): 3 clusters
  Score: Raw -4754509.348424 + Penalty 3560.269779 = -4750949.078645
  nChanged 30
		SP:Iteration 37Q (721.350000 sec): 3 clusters
  Score: Raw -4754513.799572 + Penalty 3560.269779 = -4750953.529793
  nChanged 26
		SP:Iteration 38Q (721.810000 sec): 3 clusters
  Score: Raw -4754517.258249 + Penalty 3560.269779 = -4750956.988470
  nChanged 23
		SP:Iteration 39Q (722.320000 sec): 3 clusters
  Score: Raw -4754519.950414 + Penalty 3560.269779 = -4750959.680635
  nChanged 14
		SP:Iteration 40F (722.860000 sec): 3 clusters
  Score: Raw -4754521.162385 + Penalty 3560.269779 = -4750960.892606
  nChanged 7
		SP:Iteration 41Q (723.340000 sec): 3 clusters
  Score: Raw -4754521.957119 + Penalty 3560.269779 = -4750961.687340
  nChanged 6
		SP:Iteration 42Q (723.820000 sec): 3 clusters
  Score: Raw -4754522.435826 + Penalty 3560.269779 = -4750962.166048
  nChanged 3
		SP:Iteration 43Q (724.320000 sec): 3 clusters
  Score: Raw -4754522.640219 + Penalty 3560.269779 = -4750962.370440
  nChanged 1
		SP:Iteration 44Q (724.800000 sec): 3 clusters
  Score: Raw -4754522.793453 + Penalty 3560.269779 = -4750962.523674
  nChanged 2
		SP:Iteration 45Q (725.260000 sec): 3 clusters
  Score: Raw -4754522.958467 + Penalty 3560.269779 = -4750962.688688
  nChanged 0
		SP:Iteration 46F (725.810000 sec): 3 clusters
  Score: Raw -4754522.958467 + Penalty 3560.269779 = -4750962.688688
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (15337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (725.980000 sec): 2 clusters
  Score: Raw -952518.316512 + Penalty 1566.178817 = -950952.137695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (726.220000 sec): 3 clusters
  Score: Raw -943881.022882 + Penalty 3132.357634 = -940748.665249
  nChanged 6927
		SP:Iteration 1F (726.470000 sec): 3 clusters
  Score: Raw -952004.942494 + Penalty 3132.357634 = -948872.584860
  nChanged 2128
		SP:Iteration 2F (726.720000 sec): 3 clusters
  Score: Raw -955388.755138 + Penalty 3132.357634 = -952256.397504
  nChanged 1634
		SP:Iteration 3F (726.950000 sec): 3 clusters
  Score: Raw -958366.302814 + Penalty 3132.357634 = -955233.945181
  nChanged 1274
		SP:Iteration 4F (727.180000 sec): 3 clusters
  Score: Raw -960563.921131 + Penalty 3132.357634 = -957431.563497
  nChanged 973
		SP:Iteration 5F (727.420000 sec): 3 clusters
  Score: Raw -961824.280714 + Penalty 3132.357634 = -958691.923080
  nChanged 659
		SP:Iteration 6Q (727.640000 sec): 3 clusters
  Score: Raw -962435.522116 + Penalty 3132.357634 = -959303.164482
  nChanged 423
		SP:Iteration 7Q (727.850000 sec): 3 clusters
  Score: Raw -962856.742030 + Penalty 3132.357634 = -959724.384396
  nChanged 348
		SP:Iteration 8Q (728.040000 sec): 3 clusters
  Score: Raw -963206.792975 + Penalty 3132.357634 = -960074.435342
  nChanged 308
		SP:Iteration 9Q (728.310000 sec): 3 clusters
  Score: Raw -963518.247010 + Penalty 3132.357634 = -960385.889376
  nChanged 242
		SP:Iteration 10Q (728.480000 sec): 3 clusters
  Score: Raw -963744.713418 + Penalty 3132.357634 = -960612.355784
  nChanged 191
		SP:Iteration 11Q (728.670000 sec): 3 clusters
  Score: Raw -963912.709501 + Penalty 3132.357634 = -960780.351868
  nChanged 141
		SP:Iteration 12Q (728.910000 sec): 3 clusters
  Score: Raw -964025.261438 + Penalty 3132.357634 = -960892.903804
  nChanged 120
		SP:Iteration 13Q (729.200000 sec): 3 clusters
  Score: Raw -964102.204365 + Penalty 3132.357634 = -960969.846731
  nChanged 105
		SP:Iteration 14Q (729.460000 sec): 3 clusters
  Score: Raw -964165.263665 + Penalty 3132.357634 = -961032.906031
  nChanged 92
		SP:Iteration 15Q (729.680000 sec): 3 clusters
  Score: Raw -964222.169711 + Penalty 3132.357634 = -961089.812077
  nChanged 76
		SP:Iteration 16Q (729.960000 sec): 3 clusters
  Score: Raw -964268.360853 + Penalty 3132.357634 = -961136.003219
  nChanged 69
		SP:Iteration 17Q (730.150000 sec): 3 clusters
  Score: Raw -964309.537660 + Penalty 3132.357634 = -961177.180026
  nChanged 56
		SP:Iteration 18Q (730.420000 sec): 3 clusters
  Score: Raw -964348.496606 + Penalty 3132.357634 = -961216.138972
  nChanged 48
		SP:Iteration 19Q (730.630000 sec): 3 clusters
  Score: Raw -964384.284406 + Penalty 3132.357634 = -961251.926772
  nChanged 47
		SP:Iteration 20F (730.860000 sec): 3 clusters
  Score: Raw -964465.432859 + Penalty 3132.357634 = -961333.075225
  nChanged 48
		SP:Iteration 21Q (731.060000 sec): 3 clusters
  Score: Raw -964546.166218 + Penalty 3132.357634 = -961413.808585
  nChanged 60
		SP:Iteration 22Q (731.240000 sec): 3 clusters
  Score: Raw -964583.801578 + Penalty 3132.357634 = -961451.443944
  nChanged 37
		SP:Iteration 23Q (731.440000 sec): 3 clusters
  Score: Raw -964606.035030 + Penalty 3132.357634 = -961473.677396
  nChanged 35
		SP:Iteration 24Q (731.630000 sec): 3 clusters
  Score: Raw -964633.474975 + Penalty 3132.357634 = -961501.117341
  nChanged 38
		SP:Iteration 25Q (731.880000 sec): 3 clusters
  Score: Raw -964648.918614 + Penalty 3132.357634 = -961516.560981
  nChanged 27
		SP:Iteration 26Q (732.100000 sec): 3 clusters
  Score: Raw -964658.051007 + Penalty 3132.357634 = -961525.693373
  nChanged 19
		SP:Iteration 27Q (732.340000 sec): 3 clusters
  Score: Raw -964662.276872 + Penalty 3132.357634 = -961529.919238
  nChanged 19
		SP:Iteration 28Q (732.550000 sec): 3 clusters
  Score: Raw -964667.492362 + Penalty 3132.357634 = -961535.134729
  nChanged 12
		SP:Iteration 29Q (732.770000 sec): 3 clusters
  Score: Raw -964670.986878 + Penalty 3132.357634 = -961538.629244
  nChanged 12
		SP:Iteration 30Q (733.020000 sec): 3 clusters
  Score: Raw -964674.188642 + Penalty 3132.357634 = -961541.831008
  nChanged 12
		SP:Iteration 31Q (733.220000 sec): 3 clusters
  Score: Raw -964681.941356 + Penalty 3132.357634 = -961549.583722
  nChanged 17
		SP:Iteration 32Q (733.470000 sec): 3 clusters
  Score: Raw -964691.760280 + Penalty 3132.357634 = -961559.402647
  nChanged 14
		SP:Iteration 33Q (733.700000 sec): 3 clusters
  Score: Raw -964696.325568 + Penalty 3132.357634 = -961563.967935
  nChanged 12
		SP:Iteration 34Q (733.920000 sec): 3 clusters
  Score: Raw -964703.260929 + Penalty 3132.357634 = -961570.903295
  nChanged 15
		SP:Iteration 35Q (734.160000 sec): 3 clusters
  Score: Raw -964707.421831 + Penalty 3132.357634 = -961575.064198
  nChanged 11
		SP:Iteration 36Q (734.420000 sec): 3 clusters
  Score: Raw -964711.229404 + Penalty 3132.357634 = -961578.871770
  nChanged 15
		SP:Iteration 37Q (734.660000 sec): 3 clusters
  Score: Raw -964718.685961 + Penalty 3132.357634 = -961586.328327
  nChanged 14
		SP:Iteration 38Q (734.920000 sec): 3 clusters
  Score: Raw -964724.602109 + Penalty 3132.357634 = -961592.244475
  nChanged 10
		SP:Iteration 39Q (735.150000 sec): 3 clusters
  Score: Raw -964729.564835 + Penalty 3132.357634 = -961597.207201
  nChanged 14
		SP:Iteration 40F (735.380000 sec): 3 clusters
  Score: Raw -964741.760075 + Penalty 3132.357634 = -961609.402441
  nChanged 14
		SP:Iteration 41Q (735.620000 sec): 3 clusters
  Score: Raw -964757.548473 + Penalty 3132.357634 = -961625.190839
  nChanged 21
		SP:Iteration 42Q (735.840000 sec): 3 clusters
  Score: Raw -964774.843017 + Penalty 3132.357634 = -961642.485383
  nChanged 25
		SP:Iteration 43Q (736.110000 sec): 3 clusters
  Score: Raw -964785.790067 + Penalty 3132.357634 = -961653.432433
  nChanged 14
		SP:Iteration 44Q (736.340000 sec): 3 clusters
  Score: Raw -964793.185271 + Penalty 3132.357634 = -961660.827637
  nChanged 13
		SP:Iteration 45Q (736.510000 sec): 3 clusters
  Score: Raw -964805.154763 + Penalty 3132.357634 = -961672.797130
  nChanged 17
		SP:Iteration 46Q (736.740000 sec): 3 clusters
  Score: Raw -964816.461326 + Penalty 3132.357634 = -961684.103692
  nChanged 17
		SP:Iteration 47Q (737.020000 sec): 3 clusters
  Score: Raw -964822.098472 + Penalty 3132.357634 = -961689.740838
  nChanged 9
		SP:Iteration 48Q (737.280000 sec): 3 clusters
  Score: Raw -964824.083841 + Penalty 3132.357634 = -961691.726207
  nChanged 2
		SP:Iteration 49Q (737.520000 sec): 3 clusters
  Score: Raw -964824.408794 + Penalty 3132.357634 = -961692.051160
  nChanged 1
		SP:Iteration 50Q (737.760000 sec): 3 clusters
  Score: Raw -964824.520295 + Penalty 3132.357634 = -961692.162661
  nChanged 0
		SP:Iteration 51F (737.950000 sec): 3 clusters
  Score: Raw -964824.520295 + Penalty 3132.357634 = -961692.162661
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (35591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (738.220000 sec): 2 clusters
  Score: Raw -2759887.146811 + Penalty 1702.975312 = -2758184.171498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (738.560000 sec): 3 clusters
  Score: Raw -2737780.781596 + Penalty 3405.950625 = -2734374.830971
  nChanged 16601
		SP:Iteration 1F (738.920000 sec): 3 clusters
  Score: Raw -2750638.086395 + Penalty 3405.950625 = -2747232.135771
  nChanged 3879
		SP:Iteration 2F (739.300000 sec): 3 clusters
  Score: Raw -2755289.609020 + Penalty 3405.950625 = -2751883.658395
  nChanged 3784
		SP:Iteration 3F (739.670000 sec): 3 clusters
  Score: Raw -2759029.705607 + Penalty 3405.950625 = -2755623.754982
  nChanged 2966
		SP:Iteration 4F (740.080000 sec): 3 clusters
  Score: Raw -2761175.540519 + Penalty 3405.950625 = -2757769.589895
  nChanged 1968
		SP:Iteration 5F (740.530000 sec): 3 clusters
  Score: Raw -2762272.539007 + Penalty 3405.950625 = -2758866.588383
  nChanged 1352
		SP:Iteration 6Q (740.990000 sec): 3 clusters
  Score: Raw -2762960.572154 + Penalty 3405.950625 = -2759554.621529
  nChanged 1033
		SP:Iteration 7Q (741.380000 sec): 3 clusters
  Score: Raw -2763481.346116 + Penalty 3405.950625 = -2760075.395491
  nChanged 862
		SP:Iteration 8Q (741.820000 sec): 3 clusters
  Score: Raw -2763917.214806 + Penalty 3405.950625 = -2760511.264182
  nChanged 779
		SP:Iteration 9Q (742.240000 sec): 3 clusters
  Score: Raw -2764313.471475 + Penalty 3405.950625 = -2760907.520851
  nChanged 683
		SP:Iteration 10Q (742.670000 sec): 3 clusters
  Score: Raw -2764642.054225 + Penalty 3405.950625 = -2761236.103600
  nChanged 604
		SP:Iteration 11Q (743.080000 sec): 3 clusters
  Score: Raw -2764916.242354 + Penalty 3405.950625 = -2761510.291729
  nChanged 575
		SP:Iteration 12Q (743.520000 sec): 3 clusters
  Score: Raw -2765182.751870 + Penalty 3405.950625 = -2761776.801245
  nChanged 513
		SP:Iteration 13Q (743.890000 sec): 3 clusters
  Score: Raw -2765405.812124 + Penalty 3405.950625 = -2761999.861500
  nChanged 443
		SP:Iteration 14Q (744.270000 sec): 3 clusters
  Score: Raw -2765557.170798 + Penalty 3405.950625 = -2762151.220173
  nChanged 350
		SP:Iteration 15Q (744.660000 sec): 3 clusters
  Score: Raw -2765657.994355 + Penalty 3405.950625 = -2762252.043730
  nChanged 318
		SP:Iteration 16Q (745.020000 sec): 3 clusters
  Score: Raw -2765745.039154 + Penalty 3405.950625 = -2762339.088529
  nChanged 288
		SP:Iteration 17Q (745.470000 sec): 3 clusters
  Score: Raw -2765822.456785 + Penalty 3405.950625 = -2762416.506160
  nChanged 279
		SP:Iteration 18Q (745.860000 sec): 3 clusters
  Score: Raw -2765891.521274 + Penalty 3405.950625 = -2762485.570649
  nChanged 244
		SP:Iteration 19Q (746.300000 sec): 3 clusters
  Score: Raw -2765949.648429 + Penalty 3405.950625 = -2762543.697804
  nChanged 240
		SP:Iteration 20F (746.700000 sec): 3 clusters
  Score: Raw -2766002.249963 + Penalty 3405.950625 = -2762596.299339
  nChanged 216
		SP:Iteration 21Q (747.160000 sec): 3 clusters
  Score: Raw -2766045.802167 + Penalty 3405.950625 = -2762639.851542
  nChanged 204
		SP:Iteration 22Q (747.550000 sec): 3 clusters
  Score: Raw -2766089.465135 + Penalty 3405.950625 = -2762683.514510
  nChanged 201
		SP:Iteration 23Q (747.940000 sec): 3 clusters
  Score: Raw -2766134.647240 + Penalty 3405.950625 = -2762728.696615
  nChanged 204
		SP:Iteration 24Q (748.320000 sec): 3 clusters
  Score: Raw -2766176.036438 + Penalty 3405.950625 = -2762770.085814
  nChanged 193
		SP:Iteration 25Q (748.680000 sec): 3 clusters
  Score: Raw -2766213.217477 + Penalty 3405.950625 = -2762807.266853
  nChanged 190
		SP:Iteration 26Q (749.030000 sec): 3 clusters
  Score: Raw -2766249.211787 + Penalty 3405.950625 = -2762843.261162
  nChanged 161
		SP:Iteration 27Q (749.450000 sec): 3 clusters
  Score: Raw -2766277.312283 + Penalty 3405.950625 = -2762871.361659
  nChanged 157
		SP:Iteration 28Q (749.890000 sec): 3 clusters
  Score: Raw -2766305.119075 + Penalty 3405.950625 = -2762899.168450
  nChanged 143
		SP:Iteration 29Q (750.220000 sec): 3 clusters
  Score: Raw -2766333.075896 + Penalty 3405.950625 = -2762927.125271
  nChanged 158
		SP:Iteration 30Q (750.630000 sec): 3 clusters
  Score: Raw -2766361.588550 + Penalty 3405.950625 = -2762955.637926
  nChanged 138
		SP:Iteration 31Q (750.970000 sec): 3 clusters
  Score: Raw -2766385.624294 + Penalty 3405.950625 = -2762979.673669
  nChanged 122
		SP:Iteration 32Q (751.290000 sec): 3 clusters
  Score: Raw -2766402.851936 + Penalty 3405.950625 = -2762996.901311
  nChanged 92
		SP:Iteration 33Q (751.650000 sec): 3 clusters
  Score: Raw -2766416.670325 + Penalty 3405.950625 = -2763010.719700
  nChanged 98
		SP:Iteration 34Q (751.980000 sec): 3 clusters
  Score: Raw -2766432.370819 + Penalty 3405.950625 = -2763026.420195
  nChanged 113
		SP:Iteration 35Q (752.380000 sec): 3 clusters
  Score: Raw -2766450.254333 + Penalty 3405.950625 = -2763044.303708
  nChanged 117
		SP:Iteration 36Q (752.810000 sec): 3 clusters
  Score: Raw -2766466.861192 + Penalty 3405.950625 = -2763060.910568
  nChanged 102
		SP:Iteration 37Q (753.200000 sec): 3 clusters
  Score: Raw -2766478.744665 + Penalty 3405.950625 = -2763072.794040
  nChanged 89
		SP:Iteration 38Q (753.600000 sec): 3 clusters
  Score: Raw -2766488.506781 + Penalty 3405.950625 = -2763082.556157
  nChanged 92
		SP:Iteration 39Q (754.090000 sec): 3 clusters
  Score: Raw -2766497.554025 + Penalty 3405.950625 = -2763091.603401
  nChanged 68
		SP:Iteration 40F (754.500000 sec): 3 clusters
  Score: Raw -2766502.780203 + Penalty 3405.950625 = -2763096.829579
  nChanged 56
		SP:Iteration 41Q (754.970000 sec): 3 clusters
  Score: Raw -2766507.227264 + Penalty 3405.950625 = -2763101.276640
  nChanged 54
		SP:Iteration 42Q (755.320000 sec): 3 clusters
  Score: Raw -2766511.960178 + Penalty 3405.950625 = -2763106.009553
  nChanged 58
		SP:Iteration 43Q (755.690000 sec): 3 clusters
  Score: Raw -2766517.188804 + Penalty 3405.950625 = -2763111.238179
  nChanged 60
		SP:Iteration 44Q (756.110000 sec): 3 clusters
  Score: Raw -2766523.373886 + Penalty 3405.950625 = -2763117.423262
  nChanged 50
		SP:Iteration 45Q (756.550000 sec): 3 clusters
  Score: Raw -2766528.017351 + Penalty 3405.950625 = -2763122.066727
  nChanged 42
		SP:Iteration 46Q (756.970000 sec): 3 clusters
  Score: Raw -2766532.361184 + Penalty 3405.950625 = -2763126.410559
  nChanged 42
		SP:Iteration 47Q (757.290000 sec): 3 clusters
  Score: Raw -2766536.349127 + Penalty 3405.950625 = -2763130.398502
  nChanged 43
		SP:Iteration 48Q (757.660000 sec): 3 clusters
  Score: Raw -2766539.643796 + Penalty 3405.950625 = -2763133.693172
  nChanged 35
		SP:Iteration 49Q (758.010000 sec): 3 clusters
  Score: Raw -2766542.180085 + Penalty 3405.950625 = -2763136.229460
  nChanged 35
		SP:Iteration 50Q (758.330000 sec): 3 clusters
  Score: Raw -2766544.694730 + Penalty 3405.950625 = -2763138.744106
  nChanged 37
		SP:Iteration 51Q (758.720000 sec): 3 clusters
  Score: Raw -2766548.507628 + Penalty 3405.950625 = -2763142.557004
  nChanged 36
		SP:Iteration 52Q (759.030000 sec): 3 clusters
  Score: Raw -2766553.050865 + Penalty 3405.950625 = -2763147.100241
  nChanged 43
		SP:Iteration 53Q (759.370000 sec): 3 clusters
  Score: Raw -2766559.368745 + Penalty 3405.950625 = -2763153.418120
  nChanged 51
		SP:Iteration 54Q (759.840000 sec): 3 clusters
  Score: Raw -2766565.211038 + Penalty 3405.950625 = -2763159.260413
  nChanged 46
		SP:Iteration 55Q (760.320000 sec): 3 clusters
  Score: Raw -2766569.507483 + Penalty 3405.950625 = -2763163.556859
  nChanged 46
		SP:Iteration 56Q (760.770000 sec): 3 clusters
  Score: Raw -2766573.721723 + Penalty 3405.950625 = -2763167.771098
  nChanged 32
		SP:Iteration 57Q (761.230000 sec): 3 clusters
  Score: Raw -2766576.305097 + Penalty 3405.950625 = -2763170.354473
  nChanged 29
		SP:Iteration 58Q (761.710000 sec): 3 clusters
  Score: Raw -2766577.940935 + Penalty 3405.950625 = -2763171.990310
  nChanged 19
		SP:Iteration 59Q (762.070000 sec): 3 clusters
  Score: Raw -2766579.140614 + Penalty 3405.950625 = -2763173.189990
  nChanged 24
		SP:Iteration 60F (762.490000 sec): 3 clusters
  Score: Raw -2766581.063289 + Penalty 3405.950625 = -2763175.112664
  nChanged 19
		SP:Iteration 61Q (762.850000 sec): 3 clusters
  Score: Raw -2766582.461781 + Penalty 3405.950625 = -2763176.511156
  nChanged 22
		SP:Iteration 62Q (763.220000 sec): 3 clusters
  Score: Raw -2766583.574304 + Penalty 3405.950625 = -2763177.623679
  nChanged 23
		SP:Iteration 63Q (763.640000 sec): 3 clusters
  Score: Raw -2766585.337985 + Penalty 3405.950625 = -2763179.387360
  nChanged 21
		SP:Iteration 64Q (763.950000 sec): 3 clusters
  Score: Raw -2766586.614387 + Penalty 3405.950625 = -2763180.663763
  nChanged 14
		SP:Iteration 65Q (764.260000 sec): 3 clusters
  Score: Raw -2766587.922804 + Penalty 3405.950625 = -2763181.972179
  nChanged 19
		SP:Iteration 66Q (764.650000 sec): 3 clusters
  Score: Raw -2766589.208989 + Penalty 3405.950625 = -2763183.258364
  nChanged 17
		SP:Iteration 67Q (765.020000 sec): 3 clusters
  Score: Raw -2766590.248280 + Penalty 3405.950625 = -2763184.297656
  nChanged 15
		SP:Iteration 68Q (765.380000 sec): 3 clusters
  Score: Raw -2766591.149624 + Penalty 3405.950625 = -2763185.198999
  nChanged 16
		SP:Iteration 69Q (765.780000 sec): 3 clusters
  Score: Raw -2766592.586512 + Penalty 3405.950625 = -2763186.635887
  nChanged 21
		SP:Iteration 70Q (766.230000 sec): 3 clusters
  Score: Raw -2766593.649357 + Penalty 3405.950625 = -2763187.698732
  nChanged 16
		SP:Iteration 71Q (766.680000 sec): 3 clusters
  Score: Raw -2766594.780664 + Penalty 3405.950625 = -2763188.830039
  nChanged 12
		SP:Iteration 72Q (767.120000 sec): 3 clusters
  Score: Raw -2766595.610744 + Penalty 3405.950625 = -2763189.660119
  nChanged 17
		SP:Iteration 73Q (767.470000 sec): 3 clusters
  Score: Raw -2766596.911028 + Penalty 3405.950625 = -2763190.960403
  nChanged 18
		SP:Iteration 74Q (767.860000 sec): 3 clusters
  Score: Raw -2766598.199485 + Penalty 3405.950625 = -2763192.248861
  nChanged 14
		SP:Iteration 75Q (768.260000 sec): 3 clusters
  Score: Raw -2766598.980354 + Penalty 3405.950625 = -2763193.029729
  nChanged 15
		SP:Iteration 76Q (768.630000 sec): 3 clusters
  Score: Raw -2766599.860316 + Penalty 3405.950625 = -2763193.909691
  nChanged 16
		SP:Iteration 77Q (768.980000 sec): 3 clusters
  Score: Raw -2766601.037733 + Penalty 3405.950625 = -2763195.087108
  nChanged 15
		SP:Iteration 78Q (769.420000 sec): 3 clusters
  Score: Raw -2766601.824714 + Penalty 3405.950625 = -2763195.874089
  nChanged 9
		SP:Iteration 79Q (769.790000 sec): 3 clusters
  Score: Raw -2766602.504542 + Penalty 3405.950625 = -2763196.553918
  nChanged 11
		SP:Iteration 80F (770.210000 sec): 3 clusters
  Score: Raw -2766603.212272 + Penalty 3405.950625 = -2763197.261648
  nChanged 7
		SP:Iteration 81Q (770.520000 sec): 3 clusters
  Score: Raw -2766603.872748 + Penalty 3405.950625 = -2763197.922123
  nChanged 10
		SP:Iteration 82Q (770.950000 sec): 3 clusters
  Score: Raw -2766604.447385 + Penalty 3405.950625 = -2763198.496760
  nChanged 3
		SP:Iteration 83Q (771.280000 sec): 3 clusters
  Score: Raw -2766604.519722 + Penalty 3405.950625 = -2763198.569098
  nChanged 3
		SP:Iteration 84Q (771.660000 sec): 3 clusters
  Score: Raw -2766604.744032 + Penalty 3405.950625 = -2763198.793407
  nChanged 1
		SP:Iteration 85Q (772.100000 sec): 3 clusters
  Score: Raw -2766604.843665 + Penalty 3405.950625 = -2763198.893040
  nChanged 2
		SP:Iteration 86Q (772.580000 sec): 3 clusters
  Score: Raw -2766604.985167 + Penalty 3405.950625 = -2763199.034542
  nChanged 5
		SP:Iteration 87Q (773.050000 sec): 3 clusters
  Score: Raw -2766605.261572 + Penalty 3405.950625 = -2763199.310948
  nChanged 5
		SP:Iteration 88Q (773.490000 sec): 3 clusters
  Score: Raw -2766605.448993 + Penalty 3405.950625 = -2763199.498368
  nChanged 0
		SP:Iteration 89F (773.830000 sec): 3 clusters
  Score: Raw -2766605.448993 + Penalty 3405.950625 = -2763199.498368
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (56233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (774.240000 sec): 2 clusters
  Score: Raw -4430816.239662 + Penalty 1777.304596 = -4429038.935066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (774.750000 sec): 3 clusters
  Score: Raw -4395271.129990 + Penalty 3554.609192 = -4391716.520798
  nChanged 26618
		SP:Iteration 1F (775.330000 sec): 3 clusters
  Score: Raw -4418301.189507 + Penalty 3554.609192 = -4414746.580315
  nChanged 6614
		SP:Iteration 2F (775.830000 sec): 3 clusters
  Score: Raw -4427371.739826 + Penalty 3554.609192 = -4423817.130634
  nChanged 5956
		SP:Iteration 3F (776.360000 sec): 3 clusters
  Score: Raw -4434837.603351 + Penalty 3554.609192 = -4431282.994159
  nChanged 4534
		SP:Iteration 4F (776.920000 sec): 3 clusters
  Score: Raw -4439406.357252 + Penalty 3554.609192 = -4435851.748060
  nChanged 3284
		SP:Iteration 5F (777.430000 sec): 3 clusters
  Score: Raw -4442233.920423 + Penalty 3554.609192 = -4438679.311231
  nChanged 2478
		SP:Iteration 6Q (778.060000 sec): 3 clusters
  Score: Raw -4444151.301196 + Penalty 3554.609192 = -4440596.692004
  nChanged 2082
		SP:Iteration 7Q (778.650000 sec): 3 clusters
  Score: Raw -4445786.147199 + Penalty 3554.609192 = -4442231.538007
  nChanged 1786
		SP:Iteration 8Q (779.160000 sec): 3 clusters
  Score: Raw -4447322.852582 + Penalty 3554.609192 = -4443768.243390
  nChanged 1583
		SP:Iteration 9Q (779.680000 sec): 3 clusters
  Score: Raw -4448481.862902 + Penalty 3554.609192 = -4444927.253710
  nChanged 1328
		SP:Iteration 10Q (780.180000 sec): 3 clusters
  Score: Raw -4449110.003531 + Penalty 3554.609192 = -4445555.394339
  nChanged 1050
		SP:Iteration 11Q (780.600000 sec): 3 clusters
  Score: Raw -4449505.182045 + Penalty 3554.609192 = -4445950.572853
  nChanged 868
		SP:Iteration 12Q (781.140000 sec): 3 clusters
  Score: Raw -4449787.952301 + Penalty 3554.609192 = -4446233.343109
  nChanged 742
		SP:Iteration 13Q (781.600000 sec): 3 clusters
  Score: Raw -4450006.270887 + Penalty 3554.609192 = -4446451.661695
  nChanged 673
		SP:Iteration 14Q (782.070000 sec): 3 clusters
  Score: Raw -4450165.007149 + Penalty 3554.609192 = -4446610.397957
  nChanged 576
		SP:Iteration 15Q (782.570000 sec): 3 clusters
  Score: Raw -4450285.624366 + Penalty 3554.609192 = -4446731.015174
  nChanged 522
		SP:Iteration 16Q (783.190000 sec): 3 clusters
  Score: Raw -4450384.515439 + Penalty 3554.609192 = -4446829.906247
  nChanged 449
		SP:Iteration 17Q (783.800000 sec): 3 clusters
  Score: Raw -4450460.788658 + Penalty 3554.609192 = -4446906.179466
  nChanged 420
		SP:Iteration 18Q (784.250000 sec): 3 clusters
  Score: Raw -4450528.114513 + Penalty 3554.609192 = -4446973.505321
  nChanged 384
		SP:Iteration 19Q (784.840000 sec): 3 clusters
  Score: Raw -4450587.758485 + Penalty 3554.609192 = -4447033.149293
  nChanged 376
		SP:Iteration 20F (785.340000 sec): 3 clusters
  Score: Raw -4450643.801811 + Penalty 3554.609192 = -4447089.192619
  nChanged 354
		SP:Iteration 21Q (785.930000 sec): 3 clusters
  Score: Raw -4450695.858319 + Penalty 3554.609192 = -4447141.249127
  nChanged 321
		SP:Iteration 22Q (786.440000 sec): 3 clusters
  Score: Raw -4450741.324103 + Penalty 3554.609192 = -4447186.714911
  nChanged 311
		SP:Iteration 23Q (786.930000 sec): 3 clusters
  Score: Raw -4450781.945736 + Penalty 3554.609192 = -4447227.336544
  nChanged 287
		SP:Iteration 24Q (787.480000 sec): 3 clusters
  Score: Raw -4450817.108450 + Penalty 3554.609192 = -4447262.499258
  nChanged 257
		SP:Iteration 25Q (788.010000 sec): 3 clusters
  Score: Raw -4450848.550408 + Penalty 3554.609192 = -4447293.941216
  nChanged 253
		SP:Iteration 26Q (788.520000 sec): 3 clusters
  Score: Raw -4450881.020732 + Penalty 3554.609192 = -4447326.411540
  nChanged 246
		SP:Iteration 27Q (789.140000 sec): 3 clusters
  Score: Raw -4450910.594451 + Penalty 3554.609192 = -4447355.985259
  nChanged 223
		SP:Iteration 28Q (789.690000 sec): 3 clusters
  Score: Raw -4450934.900507 + Penalty 3554.609192 = -4447380.291315
  nChanged 198
		SP:Iteration 29Q (790.280000 sec): 3 clusters
  Score: Raw -4450958.251974 + Penalty 3554.609192 = -4447403.642782
  nChanged 200
		SP:Iteration 30Q (790.840000 sec): 3 clusters
  Score: Raw -4450981.607076 + Penalty 3554.609192 = -4447426.997884
  nChanged 203
		SP:Iteration 31Q (791.370000 sec): 3 clusters
  Score: Raw -4451005.614896 + Penalty 3554.609192 = -4447451.005704
  nChanged 190
		SP:Iteration 32Q (791.890000 sec): 3 clusters
  Score: Raw -4451025.799026 + Penalty 3554.609192 = -4447471.189834
  nChanged 185
		SP:Iteration 33Q (792.520000 sec): 3 clusters
  Score: Raw -4451045.965864 + Penalty 3554.609192 = -4447491.356672
  nChanged 178
		SP:Iteration 34Q (792.980000 sec): 3 clusters
  Score: Raw -4451065.139584 + Penalty 3554.609192 = -4447510.530392
  nChanged 148
		SP:Iteration 35Q (793.520000 sec): 3 clusters
  Score: Raw -4451080.538699 + Penalty 3554.609192 = -4447525.929507
  nChanged 164
		SP:Iteration 36Q (793.970000 sec): 3 clusters
  Score: Raw -4451096.995129 + Penalty 3554.609192 = -4447542.385937
  nChanged 118
		SP:Iteration 37Q (794.540000 sec): 3 clusters
  Score: Raw -4451105.623922 + Penalty 3554.609192 = -4447551.014730
  nChanged 96
		SP:Iteration 38Q (795.080000 sec): 3 clusters
  Score: Raw -4451111.471792 + Penalty 3554.609192 = -4447556.862600
  nChanged 63
		SP:Iteration 39Q (795.610000 sec): 3 clusters
  Score: Raw -4451114.086384 + Penalty 3554.609192 = -4447559.477192
  nChanged 45
		SP:Iteration 40F (796.120000 sec): 3 clusters
  Score: Raw -4451115.847445 + Penalty 3554.609192 = -4447561.238253
  nChanged 37
		SP:Iteration 41Q (796.590000 sec): 3 clusters
  Score: Raw -4451117.542954 + Penalty 3554.609192 = -4447562.933762
  nChanged 35
		SP:Iteration 42Q (797.070000 sec): 3 clusters
  Score: Raw -4451119.061198 + Penalty 3554.609192 = -4447564.452006
  nChanged 30
		SP:Iteration 43Q (797.560000 sec): 3 clusters
  Score: Raw -4451120.280586 + Penalty 3554.609192 = -4447565.671394
  nChanged 26
		SP:Iteration 44Q (798.080000 sec): 3 clusters
  Score: Raw -4451121.248309 + Penalty 3554.609192 = -4447566.639117
  nChanged 24
		SP:Iteration 45Q (798.570000 sec): 3 clusters
  Score: Raw -4451121.988702 + Penalty 3554.609192 = -4447567.379510
  nChanged 21
		SP:Iteration 46Q (799.160000 sec): 3 clusters
  Score: Raw -4451122.653622 + Penalty 3554.609192 = -4447568.044430
  nChanged 15
		SP:Iteration 47Q (799.690000 sec): 3 clusters
  Score: Raw -4451123.135570 + Penalty 3554.609192 = -4447568.526378
  nChanged 11
		SP:Iteration 48Q (800.220000 sec): 3 clusters
  Score: Raw -4451123.398216 + Penalty 3554.609192 = -4447568.789025
  nChanged 4
		SP:Iteration 49Q (800.800000 sec): 3 clusters
  Score: Raw -4451123.489375 + Penalty 3554.609192 = -4447568.880183
  nChanged 7
		SP:Iteration 50Q (801.330000 sec): 3 clusters
  Score: Raw -4451123.713971 + Penalty 3554.609192 = -4447569.104779
  nChanged 9
		SP:Iteration 51Q (801.920000 sec): 3 clusters
  Score: Raw -4451123.911795 + Penalty 3554.609192 = -4447569.302603
  nChanged 8
		SP:Iteration 52Q (802.420000 sec): 3 clusters
  Score: Raw -4451124.098283 + Penalty 3554.609192 = -4447569.489091
  nChanged 9
		SP:Iteration 53Q (802.970000 sec): 3 clusters
  Score: Raw -4451124.368151 + Penalty 3554.609192 = -4447569.758959
  nChanged 11
		SP:Iteration 54Q (803.420000 sec): 3 clusters
  Score: Raw -4451124.707090 + Penalty 3554.609192 = -4447570.097898
  nChanged 12
		SP:Iteration 55Q (803.950000 sec): 3 clusters
  Score: Raw -4451124.992941 + Penalty 3554.609192 = -4447570.383749
  nChanged 8
		SP:Iteration 56Q (804.460000 sec): 3 clusters
  Score: Raw -4451125.315507 + Penalty 3554.609192 = -4447570.706315
  nChanged 9
		SP:Iteration 57Q (804.860000 sec): 3 clusters
  Score: Raw -4451125.646772 + Penalty 3554.609192 = -4447571.037580
  nChanged 10
		SP:Iteration 58Q (805.460000 sec): 3 clusters
  Score: Raw -4451126.014702 + Penalty 3554.609192 = -4447571.405510
  nChanged 8
		SP:Iteration 59Q (806.050000 sec): 3 clusters
  Score: Raw -4451126.316904 + Penalty 3554.609192 = -4447571.707712
  nChanged 5
		SP:Iteration 60F (806.690000 sec): 3 clusters
  Score: Raw -4451126.539652 + Penalty 3554.609192 = -4447571.930460
  nChanged 6
		SP:Iteration 61Q (807.260000 sec): 3 clusters
  Score: Raw -4451126.722296 + Penalty 3554.609192 = -4447572.113104
  nChanged 5
		SP:Iteration 62Q (807.780000 sec): 3 clusters
  Score: Raw -4451126.818663 + Penalty 3554.609192 = -4447572.209471
  nChanged 1
		SP:Iteration 63Q (808.310000 sec): 3 clusters
  Score: Raw -4451126.835991 + Penalty 3554.609192 = -4447572.226799
  nChanged 1
		SP:Iteration 64Q (808.870000 sec): 3 clusters
  Score: Raw -4451126.873016 + Penalty 3554.609192 = -4447572.263824
  nChanged 3
		SP:Iteration 65Q (809.380000 sec): 3 clusters
  Score: Raw -4451126.995184 + Penalty 3554.609192 = -4447572.385992
  nChanged 4
		SP:Iteration 66Q (809.900000 sec): 3 clusters
  Score: Raw -4451127.139673 + Penalty 3554.609192 = -4447572.530481
  nChanged 3
		SP:Iteration 67Q (810.390000 sec): 3 clusters
  Score: Raw -4451127.236639 + Penalty 3554.609192 = -4447572.627447
  nChanged 4
		SP:Iteration 68Q (810.940000 sec): 3 clusters
  Score: Raw -4451127.367026 + Penalty 3554.609192 = -4447572.757834
  nChanged 6
		SP:Iteration 69Q (811.490000 sec): 3 clusters
  Score: Raw -4451127.468754 + Penalty 3554.609192 = -4447572.859562
  nChanged 7
		SP:Iteration 70Q (812.000000 sec): 3 clusters
  Score: Raw -4451127.605275 + Penalty 3554.609192 = -4447572.996083
  nChanged 4
		SP:Iteration 71Q (812.520000 sec): 3 clusters
  Score: Raw -4451127.679295 + Penalty 3554.609192 = -4447573.070103
  nChanged 1
		SP:Iteration 72Q (813.040000 sec): 3 clusters
  Score: Raw -4451127.733273 + Penalty 3554.609192 = -4447573.124081
  nChanged 1
		SP:Iteration 73Q (813.560000 sec): 3 clusters
  Score: Raw -4451127.743164 + Penalty 3554.609192 = -4447573.133972
  nChanged 0
		SP:Iteration 74F (814.110000 sec): 3 clusters
  Score: Raw -4451127.743164 + Penalty 3554.609192 = -4447573.133972
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (22273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (814.320000 sec): 2 clusters
  Score: Raw -1749550.235340 + Penalty 1626.808700 = -1747923.426640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (814.670000 sec): 3 clusters
  Score: Raw -1736227.650345 + Penalty 3253.617400 = -1732974.032945
  nChanged 10144
		SP:Iteration 1F (814.970000 sec): 3 clusters
  Score: Raw -1745473.891853 + Penalty 3253.617400 = -1742220.274453
  nChanged 2767
		SP:Iteration 2F (815.210000 sec): 3 clusters
  Score: Raw -1749203.551920 + Penalty 3253.617400 = -1745949.934520
  nChanged 2195
		SP:Iteration 3F (815.560000 sec): 3 clusters
  Score: Raw -1751332.857018 + Penalty 3253.617400 = -1748079.239618
  nChanged 1501
		SP:Iteration 4F (815.850000 sec): 3 clusters
  Score: Raw -1752434.659236 + Penalty 3253.617400 = -1749181.041836
  nChanged 1087
		SP:Iteration 5Q (816.160000 sec): 3 clusters
  Score: Raw -1753269.582195 + Penalty 3253.617400 = -1750015.964795
  nChanged 869
		SP:Iteration 6Q (816.460000 sec): 3 clusters
  Score: Raw -1754007.199574 + Penalty 3253.617400 = -1750753.582174
  nChanged 754
		SP:Iteration 7Q (816.810000 sec): 3 clusters
  Score: Raw -1754623.694608 + Penalty 3253.617400 = -1751370.077208
  nChanged 668
		SP:Iteration 8Q (817.120000 sec): 3 clusters
  Score: Raw -1755145.341629 + Penalty 3253.617400 = -1751891.724229
  nChanged 553
		SP:Iteration 9Q (817.430000 sec): 3 clusters
  Score: Raw -1755493.898605 + Penalty 3253.617400 = -1752240.281205
  nChanged 464
		SP:Iteration 10Q (817.750000 sec): 3 clusters
  Score: Raw -1755730.634381 + Penalty 3253.617400 = -1752477.016981
  nChanged 345
		SP:Iteration 11Q (818.060000 sec): 3 clusters
  Score: Raw -1755877.003311 + Penalty 3253.617400 = -1752623.385911
  nChanged 315
		SP:Iteration 12Q (818.420000 sec): 3 clusters
  Score: Raw -1755979.825817 + Penalty 3253.617400 = -1752726.208417
  nChanged 246
		SP:Iteration 13Q (818.780000 sec): 3 clusters
  Score: Raw -1756049.197099 + Penalty 3253.617400 = -1752795.579699
  nChanged 176
		SP:Iteration 14Q (819.150000 sec): 3 clusters
  Score: Raw -1756090.057976 + Penalty 3253.617400 = -1752836.440576
  nChanged 142
		SP:Iteration 15Q (819.450000 sec): 3 clusters
  Score: Raw -1756115.364903 + Penalty 3253.617400 = -1752861.747503
  nChanged 125
		SP:Iteration 16Q (819.750000 sec): 3 clusters
  Score: Raw -1756134.759863 + Penalty 3253.617400 = -1752881.142463
  nChanged 108
		SP:Iteration 17Q (820.050000 sec): 3 clusters
  Score: Raw -1756150.723072 + Penalty 3253.617400 = -1752897.105672
  nChanged 81
		SP:Iteration 18Q (820.290000 sec): 3 clusters
  Score: Raw -1756163.768407 + Penalty 3253.617400 = -1752910.151007
  nChanged 71
		SP:Iteration 19Q (820.610000 sec): 3 clusters
  Score: Raw -1756173.497344 + Penalty 3253.617400 = -1752919.879944
  nChanged 74
		SP:Iteration 20F (820.910000 sec): 3 clusters
  Score: Raw -1756183.140246 + Penalty 3253.617400 = -1752929.522846
  nChanged 60
		SP:Iteration 21Q (821.250000 sec): 3 clusters
  Score: Raw -1756192.685876 + Penalty 3253.617400 = -1752939.068476
  nChanged 66
		SP:Iteration 22Q (821.530000 sec): 3 clusters
  Score: Raw -1756203.306685 + Penalty 3253.617400 = -1752949.689285
  nChanged 69
		SP:Iteration 23Q (821.860000 sec): 3 clusters
  Score: Raw -1756213.260335 + Penalty 3253.617400 = -1752959.642935
  nChanged 57
		SP:Iteration 24Q (822.180000 sec): 3 clusters
  Score: Raw -1756222.132728 + Penalty 3253.617400 = -1752968.515328
  nChanged 73
		SP:Iteration 25Q (822.440000 sec): 3 clusters
  Score: Raw -1756234.224234 + Penalty 3253.617400 = -1752980.606834
  nChanged 73
		SP:Iteration 26Q (822.750000 sec): 3 clusters
  Score: Raw -1756247.838707 + Penalty 3253.617400 = -1752994.221307
  nChanged 78
		SP:Iteration 27Q (823.090000 sec): 3 clusters
  Score: Raw -1756264.613601 + Penalty 3253.617400 = -1753010.996201
  nChanged 81
		SP:Iteration 28Q (823.390000 sec): 3 clusters
  Score: Raw -1756287.405476 + Penalty 3253.617400 = -1753033.788076
  nChanged 99
		SP:Iteration 29Q (823.680000 sec): 3 clusters
  Score: Raw -1756325.221216 + Penalty 3253.617400 = -1753071.603816
  nChanged 130
		SP:Iteration 30Q (823.990000 sec): 3 clusters
  Score: Raw -1756400.728561 + Penalty 3253.617400 = -1753147.111160
  nChanged 163
		SP:Iteration 31Q (824.330000 sec): 3 clusters
  Score: Raw -1756495.128940 + Penalty 3253.617400 = -1753241.511540
  nChanged 167
		SP:Iteration 32Q (824.660000 sec): 3 clusters
  Score: Raw -1756581.825955 + Penalty 3253.617400 = -1753328.208555
  nChanged 181
		SP:Iteration 33Q (825.000000 sec): 3 clusters
  Score: Raw -1756645.207263 + Penalty 3253.617400 = -1753391.589863
  nChanged 135
		SP:Iteration 34Q (825.340000 sec): 3 clusters
  Score: Raw -1756679.737661 + Penalty 3253.617400 = -1753426.120261
  nChanged 116
		SP:Iteration 35Q (825.660000 sec): 3 clusters
  Score: Raw -1756700.850671 + Penalty 3253.617400 = -1753447.233271
  nChanged 88
		SP:Iteration 36Q (826.010000 sec): 3 clusters
  Score: Raw -1756713.726454 + Penalty 3253.617400 = -1753460.109054
  nChanged 69
		SP:Iteration 37Q (826.360000 sec): 3 clusters
  Score: Raw -1756724.318617 + Penalty 3253.617400 = -1753470.701217
  nChanged 68
		SP:Iteration 38Q (826.680000 sec): 3 clusters
  Score: Raw -1756733.597472 + Penalty 3253.617400 = -1753479.980072
  nChanged 71
		SP:Iteration 39Q (826.960000 sec): 3 clusters
  Score: Raw -1756743.272894 + Penalty 3253.617400 = -1753489.655494
  nChanged 61
		SP:Iteration 40F (827.260000 sec): 3 clusters
  Score: Raw -1756751.335848 + Penalty 3253.617400 = -1753497.718448
  nChanged 58
		SP:Iteration 41Q (827.500000 sec): 3 clusters
  Score: Raw -1756757.232931 + Penalty 3253.617400 = -1753503.615531
  nChanged 42
		SP:Iteration 42Q (827.860000 sec): 3 clusters
  Score: Raw -1756762.063130 + Penalty 3253.617400 = -1753508.445730
  nChanged 33
		SP:Iteration 43Q (828.140000 sec): 3 clusters
  Score: Raw -1756765.204705 + Penalty 3253.617400 = -1753511.587305
  nChanged 26
		SP:Iteration 44Q (828.530000 sec): 3 clusters
  Score: Raw -1756767.832171 + Penalty 3253.617400 = -1753514.214771
  nChanged 29
		SP:Iteration 45Q (828.790000 sec): 3 clusters
  Score: Raw -1756770.839475 + Penalty 3253.617400 = -1753517.222075
  nChanged 34
		SP:Iteration 46Q (829.120000 sec): 3 clusters
  Score: Raw -1756774.242295 + Penalty 3253.617400 = -1753520.624895
  nChanged 34
		SP:Iteration 47Q (829.440000 sec): 3 clusters
  Score: Raw -1756776.560676 + Penalty 3253.617400 = -1753522.943276
  nChanged 21
		SP:Iteration 48Q (829.790000 sec): 3 clusters
  Score: Raw -1756777.952716 + Penalty 3253.617400 = -1753524.335316
  nChanged 18
		SP:Iteration 49Q (830.100000 sec): 3 clusters
  Score: Raw -1756778.810847 + Penalty 3253.617400 = -1753525.193447
  nChanged 15
		SP:Iteration 50Q (830.420000 sec): 3 clusters
  Score: Raw -1756779.556048 + Penalty 3253.617400 = -1753525.938648
  nChanged 16
		SP:Iteration 51Q (830.700000 sec): 3 clusters
  Score: Raw -1756780.650993 + Penalty 3253.617400 = -1753527.033593
  nChanged 13
		SP:Iteration 52Q (831.010000 sec): 3 clusters
  Score: Raw -1756781.593007 + Penalty 3253.617400 = -1753527.975607
  nChanged 11
		SP:Iteration 53Q (831.420000 sec): 3 clusters
  Score: Raw -1756782.517303 + Penalty 3253.617400 = -1753528.899903
  nChanged 13
		SP:Iteration 54Q (831.710000 sec): 3 clusters
  Score: Raw -1756783.586068 + Penalty 3253.617400 = -1753529.968668
  nChanged 17
		SP:Iteration 55Q (831.980000 sec): 3 clusters
  Score: Raw -1756784.665299 + Penalty 3253.617400 = -1753531.047899
  nChanged 13
		SP:Iteration 56Q (832.280000 sec): 3 clusters
  Score: Raw -1756785.688514 + Penalty 3253.617400 = -1753532.071114
  nChanged 12
		SP:Iteration 57Q (832.570000 sec): 3 clusters
  Score: Raw -1756786.288925 + Penalty 3253.617400 = -1753532.671525
  nChanged 6
		SP:Iteration 58Q (832.890000 sec): 3 clusters
  Score: Raw -1756786.707834 + Penalty 3253.617400 = -1753533.090434
  nChanged 3
		SP:Iteration 59Q (833.180000 sec): 3 clusters
  Score: Raw -1756786.810015 + Penalty 3253.617400 = -1753533.192615
  nChanged 2
		SP:Iteration 60F (833.450000 sec): 3 clusters
  Score: Raw -1756786.850046 + Penalty 3253.617400 = -1753533.232646
  nChanged 1
		SP:Iteration 61Q (833.780000 sec): 3 clusters
  Score: Raw -1756786.872572 + Penalty 3253.617400 = -1753533.255172
  nChanged 0
		SP:Iteration 62F (834.070000 sec): 3 clusters
  Score: Raw -1756786.872572 + Penalty 3253.617400 = -1753533.255172
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (19912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (834.240000 sec): 2 clusters
  Score: Raw -1600134.975742 + Penalty 1608.600150 = -1598526.375592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (834.560000 sec): 3 clusters
  Score: Raw -1588307.890514 + Penalty 3217.200299 = -1585090.690215
  nChanged 9001
		SP:Iteration 1F (834.820000 sec): 3 clusters
  Score: Raw -1594130.032585 + Penalty 3217.200299 = -1590912.832285
  nChanged 1866
		SP:Iteration 2F (835.140000 sec): 3 clusters
  Score: Raw -1595977.450220 + Penalty 3217.200299 = -1592760.249921
  nChanged 2041
		SP:Iteration 3F (835.430000 sec): 3 clusters
  Score: Raw -1598238.903216 + Penalty 3217.200299 = -1595021.702917
  nChanged 1935
		SP:Iteration 4F (835.750000 sec): 3 clusters
  Score: Raw -1600242.773818 + Penalty 3217.200299 = -1597025.573518
  nChanged 1493
		SP:Iteration 5F (836.070000 sec): 3 clusters
  Score: Raw -1601378.596400 + Penalty 3217.200299 = -1598161.396101
  nChanged 989
		SP:Iteration 6Q (836.340000 sec): 3 clusters
  Score: Raw -1601960.358941 + Penalty 3217.200299 = -1598743.158642
  nChanged 693
		SP:Iteration 7Q (836.690000 sec): 3 clusters
  Score: Raw -1602295.954186 + Penalty 3217.200299 = -1599078.753886
  nChanged 538
		SP:Iteration 8Q (837.010000 sec): 3 clusters
  Score: Raw -1602540.289535 + Penalty 3217.200299 = -1599323.089236
  nChanged 435
		SP:Iteration 9Q (837.340000 sec): 3 clusters
  Score: Raw -1602720.504138 + Penalty 3217.200299 = -1599503.303839
  nChanged 367
		SP:Iteration 10Q (837.620000 sec): 3 clusters
  Score: Raw -1602881.218042 + Penalty 3217.200299 = -1599664.017742
  nChanged 377
		SP:Iteration 11Q (837.950000 sec): 3 clusters
  Score: Raw -1603075.190301 + Penalty 3217.200299 = -1599857.990002
  nChanged 365
		SP:Iteration 12Q (838.220000 sec): 3 clusters
  Score: Raw -1603313.227286 + Penalty 3217.200299 = -1600096.026987
  nChanged 431
		SP:Iteration 13Q (838.510000 sec): 3 clusters
  Score: Raw -1603600.320489 + Penalty 3217.200299 = -1600383.120190
  nChanged 436
		SP:Iteration 14Q (838.810000 sec): 3 clusters
  Score: Raw -1603844.613554 + Penalty 3217.200299 = -1600627.413255
  nChanged 402
		SP:Iteration 15Q (839.110000 sec): 3 clusters
  Score: Raw -1604064.816887 + Penalty 3217.200299 = -1600847.616587
  nChanged 369
		SP:Iteration 16Q (839.470000 sec): 3 clusters
  Score: Raw -1604257.262509 + Penalty 3217.200299 = -1601040.062209
  nChanged 310
		SP:Iteration 17Q (839.710000 sec): 3 clusters
  Score: Raw -1604410.035823 + Penalty 3217.200299 = -1601192.835524
  nChanged 276
		SP:Iteration 18Q (840.020000 sec): 3 clusters
  Score: Raw -1604533.745789 + Penalty 3217.200299 = -1601316.545490
  nChanged 246
		SP:Iteration 19Q (840.290000 sec): 3 clusters
  Score: Raw -1604651.082328 + Penalty 3217.200299 = -1601433.882028
  nChanged 227
		SP:Iteration 20F (840.620000 sec): 3 clusters
  Score: Raw -1604745.526324 + Penalty 3217.200299 = -1601528.326025
  nChanged 205
		SP:Iteration 21Q (840.870000 sec): 3 clusters
  Score: Raw -1604834.930395 + Penalty 3217.200299 = -1601617.730096
  nChanged 196
		SP:Iteration 22Q (841.190000 sec): 3 clusters
  Score: Raw -1604915.210093 + Penalty 3217.200299 = -1601698.009794
  nChanged 165
		SP:Iteration 23Q (841.510000 sec): 3 clusters
  Score: Raw -1604996.482586 + Penalty 3217.200299 = -1601779.282286
  nChanged 142
		SP:Iteration 24Q (841.770000 sec): 3 clusters
  Score: Raw -1605093.893778 + Penalty 3217.200299 = -1601876.693478
  nChanged 176
		SP:Iteration 25Q (842.050000 sec): 3 clusters
  Score: Raw -1605236.274770 + Penalty 3217.200299 = -1602019.074471
  nChanged 176
		SP:Iteration 26Q (842.340000 sec): 3 clusters
  Score: Raw -1605429.799260 + Penalty 3217.200299 = -1602212.598961
  nChanged 211
		SP:Iteration 27Q (842.620000 sec): 3 clusters
  Score: Raw -1605721.770427 + Penalty 3217.200299 = -1602504.570128
  nChanged 231
		SP:Iteration 28Q (842.890000 sec): 3 clusters
  Score: Raw -1606043.528780 + Penalty 3217.200299 = -1602826.328480
  nChanged 222
		SP:Iteration 29Q (843.180000 sec): 3 clusters
  Score: Raw -1606331.786313 + Penalty 3217.200299 = -1603114.586013
  nChanged 191
		SP:Iteration 30Q (843.500000 sec): 3 clusters
  Score: Raw -1606609.603085 + Penalty 3217.200299 = -1603392.402786
  nChanged 154
		SP:Iteration 31Q (843.840000 sec): 3 clusters
  Score: Raw -1606855.146763 + Penalty 3217.200299 = -1603637.946464
  nChanged 128
		SP:Iteration 32Q (844.090000 sec): 3 clusters
  Score: Raw -1607033.722257 + Penalty 3217.200299 = -1603816.521958
  nChanged 124
		SP:Iteration 33Q (844.350000 sec): 3 clusters
  Score: Raw -1607150.594745 + Penalty 3217.200299 = -1603933.394446
  nChanged 122
		SP:Iteration 34Q (844.610000 sec): 3 clusters
  Score: Raw -1607241.463969 + Penalty 3217.200299 = -1604024.263670
  nChanged 91
		SP:Iteration 35Q (844.850000 sec): 3 clusters
  Score: Raw -1607311.038727 + Penalty 3217.200299 = -1604093.838427
  nChanged 94
		SP:Iteration 36Q (845.170000 sec): 3 clusters
  Score: Raw -1607403.675528 + Penalty 3217.200299 = -1604186.475229
  nChanged 74
		SP:Iteration 37Q (845.450000 sec): 3 clusters
  Score: Raw -1607459.873101 + Penalty 3217.200299 = -1604242.672802
  nChanged 65
		SP:Iteration 38Q (845.730000 sec): 3 clusters
  Score: Raw -1607505.887209 + Penalty 3217.200299 = -1604288.686909
  nChanged 55
		SP:Iteration 39Q (846.040000 sec): 3 clusters
  Score: Raw -1607519.268215 + Penalty 3217.200299 = -1604302.067916
  nChanged 35
		SP:Iteration 40F (846.290000 sec): 3 clusters
  Score: Raw -1607599.649316 + Penalty 3217.200299 = -1604382.449016
  nChanged 58
		SP:Iteration 41Q (846.550000 sec): 3 clusters
  Score: Raw -1607640.167938 + Penalty 3217.200299 = -1604422.967639
  nChanged 66
		SP:Iteration 42Q (846.850000 sec): 3 clusters
  Score: Raw -1607660.011718 + Penalty 3217.200299 = -1604442.811419
  nChanged 69
		SP:Iteration 43Q (847.130000 sec): 3 clusters
  Score: Raw -1607674.197259 + Penalty 3217.200299 = -1604456.996960
  nChanged 49
		SP:Iteration 44Q (847.430000 sec): 3 clusters
  Score: Raw -1607682.433317 + Penalty 3217.200299 = -1604465.233018
  nChanged 43
		SP:Iteration 45Q (847.730000 sec): 3 clusters
  Score: Raw -1607688.769748 + Penalty 3217.200299 = -1604471.569449
  nChanged 30
		SP:Iteration 46Q (848.000000 sec): 3 clusters
  Score: Raw -1607694.139652 + Penalty 3217.200299 = -1604476.939353
  nChanged 37
		SP:Iteration 47Q (848.320000 sec): 3 clusters
  Score: Raw -1607700.848135 + Penalty 3217.200299 = -1604483.647835
  nChanged 38
		SP:Iteration 48Q (848.580000 sec): 3 clusters
  Score: Raw -1607706.735274 + Penalty 3217.200299 = -1604489.534975
  nChanged 28
		SP:Iteration 49Q (848.870000 sec): 3 clusters
  Score: Raw -1607709.656563 + Penalty 3217.200299 = -1604492.456264
  nChanged 19
		SP:Iteration 50Q (849.140000 sec): 3 clusters
  Score: Raw -1607711.586112 + Penalty 3217.200299 = -1604494.385813
  nChanged 17
		SP:Iteration 51Q (849.450000 sec): 3 clusters
  Score: Raw -1607713.199769 + Penalty 3217.200299 = -1604495.999470
  nChanged 19
		SP:Iteration 52Q (849.740000 sec): 3 clusters
  Score: Raw -1607715.759207 + Penalty 3217.200299 = -1604498.558908
  nChanged 20
		SP:Iteration 53Q (850.020000 sec): 3 clusters
  Score: Raw -1607717.812601 + Penalty 3217.200299 = -1604500.612301
  nChanged 17
		SP:Iteration 54Q (850.280000 sec): 3 clusters
  Score: Raw -1607720.651066 + Penalty 3217.200299 = -1604503.450767
  nChanged 16
		SP:Iteration 55Q (850.530000 sec): 3 clusters
  Score: Raw -1607722.948303 + Penalty 3217.200299 = -1604505.748004
  nChanged 14
		SP:Iteration 56Q (850.820000 sec): 3 clusters
  Score: Raw -1607725.428247 + Penalty 3217.200299 = -1604508.227947
  nChanged 11
		SP:Iteration 57Q (851.110000 sec): 3 clusters
  Score: Raw -1607726.436695 + Penalty 3217.200299 = -1604509.236396
  nChanged 13
		SP:Iteration 58Q (851.340000 sec): 3 clusters
  Score: Raw -1607727.964586 + Penalty 3217.200299 = -1604510.764287
  nChanged 19
		SP:Iteration 59Q (851.620000 sec): 3 clusters
  Score: Raw -1607729.344858 + Penalty 3217.200299 = -1604512.144559
  nChanged 12
		SP:Iteration 60F (851.920000 sec): 3 clusters
  Score: Raw -1607730.004374 + Penalty 3217.200299 = -1604512.804075
  nChanged 6
		SP:Iteration 61Q (852.220000 sec): 3 clusters
  Score: Raw -1607730.279623 + Penalty 3217.200299 = -1604513.079323
  nChanged 1
		SP:Iteration 62Q (852.560000 sec): 3 clusters
  Score: Raw -1607730.316060 + Penalty 3217.200299 = -1604513.115761
  nChanged 0
		SP:Iteration 63F (852.830000 sec): 3 clusters
  Score: Raw -1607730.316060 + Penalty 3217.200299 = -1604513.115761
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Iteration 20F (904.320000 sec): 37 clusters
  Score: Raw -46437837.388848 + Penalty 77632.246810 = -46360205.142038
  nChanged 54953
Iteration 21F (956.790000 sec): 37 clusters
  Score: Raw -46478067.717393 + Penalty 77632.246810 = -46400435.470583
  nChanged 27252
Iteration 22Q (999.020000 sec): 37 clusters
  Score: Raw -46495738.709420 + Penalty 77632.246810 = -46418106.462610
  nChanged 20025
Iteration 23Q (1041.060000 sec): 37 clusters
  Score: Raw -46507045.696911 + Penalty 77632.246810 = -46429413.450101
  nChanged 16413
Iteration 24Q (1078.380000 sec): 37 clusters
  Score: Raw -46515585.817809 + Penalty 77632.246810 = -46437953.570999
  nChanged 14313
Iteration 25Q (1119.310000 sec): 37 clusters
  Score: Raw -46522573.453701 + Penalty 77632.246810 = -46444941.206891
  nChanged 12811
Iteration 26Q (1162.170000 sec): 37 clusters
  Score: Raw -46528473.161605 + Penalty 77632.246810 = -46450840.914795
  nChanged 11646
Iteration 27Q (1206.170000 sec): 37 clusters
  Score: Raw -46533221.652603 + Penalty 77632.246810 = -46455589.405793
  nChanged 10499
Iteration 28Q (1246.760000 sec): 37 clusters
  Score: Raw -46537109.539785 + Penalty 77632.246810 = -46459477.292975
  nChanged 9537
Iteration 29Q (1289.880000 sec): 37 clusters
  Score: Raw -46540317.799055 + Penalty 77632.246810 = -46462685.552245
  nChanged 8388
Iteration 30Q (1333.120000 sec): 37 clusters
  Score: Raw -46542986.113099 + Penalty 77632.246810 = -46465353.866289
  nChanged 7680
Iteration 31Q (1374.610000 sec): 37 clusters
  Score: Raw -46545315.333645 + Penalty 77632.246810 = -46467683.086834
  nChanged 6893
Iteration 32Q (1417.730000 sec): 37 clusters
  Score: Raw -46547190.462475 + Penalty 77632.246810 = -46469558.215665
  nChanged 6184
Iteration 33Q (1458.690000 sec): 37 clusters
  Score: Raw -46548796.176518 + Penalty 77632.246810 = -46471163.929708
  nChanged 5593
Iteration 34Q (1500.730000 sec): 37 clusters
  Score: Raw -46550259.540718 + Penalty 77632.246810 = -46472627.293908
  nChanged 5142
Iteration 35Q (1543.320000 sec): 37 clusters
  Score: Raw -46551651.779411 + Penalty 77632.246810 = -46474019.532601
  nChanged 4802
Iteration 36Q (1585.410000 sec): 37 clusters
  Score: Raw -46552995.521502 + Penalty 77632.246810 = -46475363.274692
  nChanged 4492
Iteration 37Q (1625.080000 sec): 37 clusters
  Score: Raw -46554352.154358 + Penalty 77632.246810 = -46476719.907548
  nChanged 4206
Iteration 38Q (1662.440000 sec): 37 clusters
  Score: Raw -46555798.722551 + Penalty 77632.246810 = -46478166.475741
  nChanged 4053
Iteration 39Q (1702.190000 sec): 37 clusters
  Score: Raw -46557566.673812 + Penalty 77632.246810 = -46479934.427002
  nChanged 3909
Iteration 40F (1758.750000 sec): 37 clusters
  Score: Raw -46561506.976718 + Penalty 77632.246810 = -46483874.729908
  nChanged 5467
Iteration 41Q (1799.660000 sec): 37 clusters
  Score: Raw -46565076.502104 + Penalty 77632.246810 = -46487444.255294
  nChanged 5704
Iteration 42Q (1841.020000 sec): 37 clusters
  Score: Raw -46567471.047944 + Penalty 77632.246810 = -46489838.801134
  nChanged 5435
Iteration 43Q (1883.640000 sec): 37 clusters
  Score: Raw -46569263.543706 + Penalty 77632.246810 = -46491631.296896
  nChanged 5122
Iteration 44Q (1927.700000 sec): 37 clusters
  Score: Raw -46570904.146907 + Penalty 77632.246810 = -46493271.900097
  nChanged 4890
Iteration 45Q (1969.950000 sec): 37 clusters
  Score: Raw -46572476.143235 + Penalty 77632.246810 = -46494843.896425
  nChanged 4738
Iteration 46Q (2010.640000 sec): 37 clusters
  Score: Raw -46573840.733378 + Penalty 77632.246810 = -46496208.486568
  nChanged 4419
Iteration 47Q (2054.020000 sec): 37 clusters
  Score: Raw -46574921.070971 + Penalty 77632.246810 = -46497288.824161
  nChanged 4146
Iteration 48Q (2097.380000 sec): 37 clusters
  Score: Raw -46575812.799839 + Penalty 77632.246810 = -46498180.553029
  nChanged 3774
Iteration 49Q (2140.260000 sec): 37 clusters
  Score: Raw -46576573.741944 + Penalty 77632.246810 = -46498941.495134
  nChanged 3625
Iteration 50Q (2182.010000 sec): 37 clusters
  Score: Raw -46577258.256198 + Penalty 77632.246810 = -46499626.009388
  nChanged 3465
Iteration 51Q (2219.570000 sec): 37 clusters
  Score: Raw -46577906.878336 + Penalty 77632.246810 = -46500274.631526
  nChanged 3305
Iteration 52Q (2260.570000 sec): 37 clusters
  Score: Raw -46578525.541361 + Penalty 77632.246810 = -46500893.294551
  nChanged 3222
Iteration 53Q (2307.390000 sec): 37 clusters
  Score: Raw -46579119.318083 + Penalty 77632.246810 = -46501487.071273
  nChanged 3121
Iteration 54Q (2353.530000 sec): 37 clusters
  Score: Raw -46579712.096797 + Penalty 77632.246810 = -46502079.849987
  nChanged 2998
Iteration 55Q (2394.600000 sec): 37 clusters
  Score: Raw -46580264.247191 + Penalty 77632.246810 = -46502632.000381
  nChanged 3029
Iteration 56Q (2434.120000 sec): 37 clusters
  Score: Raw -46580841.436407 + Penalty 77632.246810 = -46503209.189597
  nChanged 3026
Iteration 57Q (2476.070000 sec): 37 clusters
  Score: Raw -46581423.989764 + Penalty 77632.246810 = -46503791.742954
  nChanged 2868
Iteration 58Q (2519.450000 sec): 37 clusters
  Score: Raw -46581949.208249 + Penalty 77632.246810 = -46504316.961439
  nChanged 2814
Writing temp clu file 
Because OldScore, -46503791.742954, is greater than current (better) Score,-46504316.961439 
 Compute initial score before splitting:   Score: Raw -46581949.208249 + Penalty 77632.246810 = -46504316.961439
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (17632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2519.770000 sec): 2 clusters
  Score: Raw -1441425.539273 + Penalty 1588.838991 = -1439836.700283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2520.130000 sec): 3 clusters
  Score: Raw -1431013.483931 + Penalty 3177.677981 = -1427835.805950
  nChanged 7984
		SP:Iteration 1F (2520.440000 sec): 3 clusters
  Score: Raw -1436876.524540 + Penalty 3177.677981 = -1433698.846559
  nChanged 2018
		SP:Iteration 2F (2520.730000 sec): 3 clusters
  Score: Raw -1439372.231231 + Penalty 3177.677981 = -1436194.553250
  nChanged 1907
		SP:Iteration 3F (2520.990000 sec): 3 clusters
  Score: Raw -1441375.972018 + Penalty 3177.677981 = -1438198.294037
  nChanged 1450
		SP:Iteration 4F (2521.290000 sec): 3 clusters
  Score: Raw -1442626.550553 + Penalty 3177.677981 = -1439448.872571
  nChanged 1055
		SP:Iteration 5F (2521.610000 sec): 3 clusters
  Score: Raw -1443402.187703 + Penalty 3177.677981 = -1440224.509722
  nChanged 812
		SP:Iteration 6Q (2521.870000 sec): 3 clusters
  Score: Raw -1443899.509064 + Penalty 3177.677981 = -1440721.831083
  nChanged 607
		SP:Iteration 7Q (2522.160000 sec): 3 clusters
  Score: Raw -1444199.100814 + Penalty 3177.677981 = -1441021.422833
  nChanged 468
		SP:Iteration 8Q (2522.400000 sec): 3 clusters
  Score: Raw -1444390.445399 + Penalty 3177.677981 = -1441212.767417
  nChanged 325
		SP:Iteration 9Q (2522.710000 sec): 3 clusters
  Score: Raw -1444497.233940 + Penalty 3177.677981 = -1441319.555959
  nChanged 287
		SP:Iteration 10Q (2523.020000 sec): 3 clusters
  Score: Raw -1444584.109977 + Penalty 3177.677981 = -1441406.431996
  nChanged 261
		SP:Iteration 11Q (2523.330000 sec): 3 clusters
  Score: Raw -1444658.667069 + Penalty 3177.677981 = -1441480.989087
  nChanged 217
		SP:Iteration 12Q (2523.600000 sec): 3 clusters
  Score: Raw -1444718.043382 + Penalty 3177.677981 = -1441540.365401
  nChanged 217
		SP:Iteration 13Q (2523.910000 sec): 3 clusters
  Score: Raw -1444772.012818 + Penalty 3177.677981 = -1441594.334836
  nChanged 236
		SP:Iteration 14Q (2524.180000 sec): 3 clusters
  Score: Raw -1444824.539766 + Penalty 3177.677981 = -1441646.861784
  nChanged 188
		SP:Iteration 15Q (2524.460000 sec): 3 clusters
  Score: Raw -1444875.610554 + Penalty 3177.677981 = -1441697.932573
  nChanged 231
		SP:Iteration 16Q (2524.690000 sec): 3 clusters
  Score: Raw -1444965.998821 + Penalty 3177.677981 = -1441788.320839
  nChanged 289
		SP:Iteration 17Q (2524.980000 sec): 3 clusters
  Score: Raw -1445128.147001 + Penalty 3177.677981 = -1441950.469020
  nChanged 320
		SP:Iteration 18Q (2525.280000 sec): 3 clusters
  Score: Raw -1445294.334903 + Penalty 3177.677981 = -1442116.656921
  nChanged 331
		SP:Iteration 19Q (2525.560000 sec): 3 clusters
  Score: Raw -1445462.498498 + Penalty 3177.677981 = -1442284.820517
  nChanged 271
		SP:Iteration 20F (2525.820000 sec): 3 clusters
  Score: Raw -1445558.959186 + Penalty 3177.677981 = -1442381.281205
  nChanged 184
		SP:Iteration 21Q (2526.100000 sec): 3 clusters
  Score: Raw -1445598.608679 + Penalty 3177.677981 = -1442420.930698
  nChanged 129
		SP:Iteration 22Q (2526.360000 sec): 3 clusters
  Score: Raw -1445618.820528 + Penalty 3177.677981 = -1442441.142547
  nChanged 110
		SP:Iteration 23Q (2526.630000 sec): 3 clusters
  Score: Raw -1445635.891309 + Penalty 3177.677981 = -1442458.213328
  nChanged 100
		SP:Iteration 24Q (2526.890000 sec): 3 clusters
  Score: Raw -1445649.455390 + Penalty 3177.677981 = -1442471.777409
  nChanged 84
		SP:Iteration 25Q (2527.170000 sec): 3 clusters
  Score: Raw -1445659.763901 + Penalty 3177.677981 = -1442482.085920
  nChanged 61
		SP:Iteration 26Q (2527.470000 sec): 3 clusters
  Score: Raw -1445665.823626 + Penalty 3177.677981 = -1442488.145645
  nChanged 55
		SP:Iteration 27Q (2527.750000 sec): 3 clusters
  Score: Raw -1445670.251935 + Penalty 3177.677981 = -1442492.573954
  nChanged 36
		SP:Iteration 28Q (2528.010000 sec): 3 clusters
  Score: Raw -1445673.099862 + Penalty 3177.677981 = -1442495.421881
  nChanged 28
		SP:Iteration 29Q (2528.270000 sec): 3 clusters
  Score: Raw -1445676.201155 + Penalty 3177.677981 = -1442498.523173
  nChanged 35
		SP:Iteration 30Q (2528.530000 sec): 3 clusters
  Score: Raw -1445680.751608 + Penalty 3177.677981 = -1442503.073626
  nChanged 26
		SP:Iteration 31Q (2528.850000 sec): 3 clusters
  Score: Raw -1445685.183846 + Penalty 3177.677981 = -1442507.505865
  nChanged 33
		SP:Iteration 32Q (2529.110000 sec): 3 clusters
  Score: Raw -1445689.992952 + Penalty 3177.677981 = -1442512.314971
  nChanged 36
		SP:Iteration 33Q (2529.420000 sec): 3 clusters
  Score: Raw -1445695.166166 + Penalty 3177.677981 = -1442517.488184
  nChanged 43
		SP:Iteration 34Q (2529.700000 sec): 3 clusters
  Score: Raw -1445700.277778 + Penalty 3177.677981 = -1442522.599796
  nChanged 39
		SP:Iteration 35Q (2529.990000 sec): 3 clusters
  Score: Raw -1445704.028916 + Penalty 3177.677981 = -1442526.350935
  nChanged 36
		SP:Iteration 36Q (2530.260000 sec): 3 clusters
  Score: Raw -1445707.574152 + Penalty 3177.677981 = -1442529.896170
  nChanged 32
		SP:Iteration 37Q (2530.530000 sec): 3 clusters
  Score: Raw -1445709.862095 + Penalty 3177.677981 = -1442532.184114
  nChanged 26
		SP:Iteration 38Q (2530.860000 sec): 3 clusters
  Score: Raw -1445712.067042 + Penalty 3177.677981 = -1442534.389060
  nChanged 27
		SP:Iteration 39Q (2531.110000 sec): 3 clusters
  Score: Raw -1445714.238746 + Penalty 3177.677981 = -1442536.560764
  nChanged 29
		SP:Iteration 40F (2531.440000 sec): 3 clusters
  Score: Raw -1445716.950221 + Penalty 3177.677981 = -1442539.272239
  nChanged 35
		SP:Iteration 41Q (2531.680000 sec): 3 clusters
  Score: Raw -1445720.200837 + Penalty 3177.677981 = -1442542.522856
  nChanged 30
		SP:Iteration 42Q (2532.000000 sec): 3 clusters
  Score: Raw -1445723.150345 + Penalty 3177.677981 = -1442545.472363
  nChanged 28
		SP:Iteration 43Q (2532.280000 sec): 3 clusters
  Score: Raw -1445725.242885 + Penalty 3177.677981 = -1442547.564904
  nChanged 20
		SP:Iteration 44Q (2532.570000 sec): 3 clusters
  Score: Raw -1445727.349471 + Penalty 3177.677981 = -1442549.671489
  nChanged 23
		SP:Iteration 45Q (2532.920000 sec): 3 clusters
  Score: Raw -1445728.819085 + Penalty 3177.677981 = -1442551.141104
  nChanged 16
		SP:Iteration 46Q (2533.190000 sec): 3 clusters
  Score: Raw -1445729.734846 + Penalty 3177.677981 = -1442552.056864
  nChanged 15
		SP:Iteration 47Q (2533.390000 sec): 3 clusters
  Score: Raw -1445730.450049 + Penalty 3177.677981 = -1442552.772068
  nChanged 10
		SP:Iteration 48Q (2533.700000 sec): 3 clusters
  Score: Raw -1445731.052961 + Penalty 3177.677981 = -1442553.374980
  nChanged 12
		SP:Iteration 49Q (2533.990000 sec): 3 clusters
  Score: Raw -1445732.197518 + Penalty 3177.677981 = -1442554.519537
  nChanged 12
		SP:Iteration 50Q (2534.290000 sec): 3 clusters
  Score: Raw -1445733.361461 + Penalty 3177.677981 = -1442555.683480
  nChanged 11
		SP:Iteration 51Q (2534.540000 sec): 3 clusters
  Score: Raw -1445734.176731 + Penalty 3177.677981 = -1442556.498750
  nChanged 9
		SP:Iteration 52Q (2534.820000 sec): 3 clusters
  Score: Raw -1445734.772889 + Penalty 3177.677981 = -1442557.094907
  nChanged 7
		SP:Iteration 53Q (2535.060000 sec): 3 clusters
  Score: Raw -1445735.279108 + Penalty 3177.677981 = -1442557.601127
  nChanged 9
		SP:Iteration 54Q (2535.360000 sec): 3 clusters
  Score: Raw -1445736.444634 + Penalty 3177.677981 = -1442558.766652
  nChanged 8
		SP:Iteration 55Q (2535.620000 sec): 3 clusters
  Score: Raw -1445736.967828 + Penalty 3177.677981 = -1442559.289847
  nChanged 10
		SP:Iteration 56Q (2535.910000 sec): 3 clusters
  Score: Raw -1445738.279632 + Penalty 3177.677981 = -1442560.601651
  nChanged 19
		SP:Iteration 57Q (2536.150000 sec): 3 clusters
  Score: Raw -1445740.640483 + Penalty 3177.677981 = -1442562.962502
  nChanged 20
		SP:Iteration 58Q (2536.400000 sec): 3 clusters
  Score: Raw -1445742.640428 + Penalty 3177.677981 = -1442564.962447
  nChanged 10
		SP:Iteration 59Q (2536.650000 sec): 3 clusters
  Score: Raw -1445743.132050 + Penalty 3177.677981 = -1442565.454069
  nChanged 5
		SP:Iteration 60F (2536.910000 sec): 3 clusters
  Score: Raw -1445743.597373 + Penalty 3177.677981 = -1442565.919391
  nChanged 7
		SP:Iteration 61Q (2537.180000 sec): 3 clusters
  Score: Raw -1445744.079097 + Penalty 3177.677981 = -1442566.401116
  nChanged 12
		SP:Iteration 62Q (2537.450000 sec): 3 clusters
  Score: Raw -1445745.729715 + Penalty 3177.677981 = -1442568.051734
  nChanged 13
		SP:Iteration 63Q (2537.710000 sec): 3 clusters
  Score: Raw -1445747.208291 + Penalty 3177.677981 = -1442569.530310
  nChanged 13
		SP:Iteration 64Q (2538.030000 sec): 3 clusters
  Score: Raw -1445748.262286 + Penalty 3177.677981 = -1442570.584305
  nChanged 7
		SP:Iteration 65Q (2538.330000 sec): 3 clusters
  Score: Raw -1445748.586673 + Penalty 3177.677981 = -1442570.908692
  nChanged 6
		SP:Iteration 66Q (2538.620000 sec): 3 clusters
  Score: Raw -1445749.022985 + Penalty 3177.677981 = -1442571.345003
  nChanged 6
		SP:Iteration 67Q (2538.940000 sec): 3 clusters
  Score: Raw -1445749.351608 + Penalty 3177.677981 = -1442571.673626
  nChanged 5
		SP:Iteration 68Q (2539.220000 sec): 3 clusters
  Score: Raw -1445749.728972 + Penalty 3177.677981 = -1442572.050991
  nChanged 4
		SP:Iteration 69Q (2539.530000 sec): 3 clusters
  Score: Raw -1445749.884391 + Penalty 3177.677981 = -1442572.206410
  nChanged 1
		SP:Iteration 70Q (2539.850000 sec): 3 clusters
  Score: Raw -1445750.141943 + Penalty 3177.677981 = -1442572.463962
  nChanged 5
		SP:Iteration 71Q (2540.110000 sec): 3 clusters
  Score: Raw -1445750.598240 + Penalty 3177.677981 = -1442572.920258
  nChanged 7
		SP:Iteration 72Q (2540.410000 sec): 3 clusters
  Score: Raw -1445751.412949 + Penalty 3177.677981 = -1442573.734968
  nChanged 9
		SP:Iteration 73Q (2540.670000 sec): 3 clusters
  Score: Raw -1445751.954576 + Penalty 3177.677981 = -1442574.276594
  nChanged 8
		SP:Iteration 74Q (2540.900000 sec): 3 clusters
  Score: Raw -1445752.496761 + Penalty 3177.677981 = -1442574.818780
  nChanged 8
		SP:Iteration 75Q (2541.180000 sec): 3 clusters
  Score: Raw -1445753.162371 + Penalty 3177.677981 = -1442575.484390
  nChanged 7
		SP:Iteration 76Q (2541.440000 sec): 3 clusters
  Score: Raw -1445753.577206 + Penalty 3177.677981 = -1442575.899224
  nChanged 8
		SP:Iteration 77Q (2541.750000 sec): 3 clusters
  Score: Raw -1445754.205602 + Penalty 3177.677981 = -1442576.527621
  nChanged 12
		SP:Iteration 78Q (2541.990000 sec): 3 clusters
  Score: Raw -1445755.212294 + Penalty 3177.677981 = -1442577.534313
  nChanged 14
		SP:Iteration 79Q (2542.270000 sec): 3 clusters
  Score: Raw -1445756.630262 + Penalty 3177.677981 = -1442578.952281
  nChanged 13
		SP:Iteration 80F (2542.520000 sec): 3 clusters
  Score: Raw -1445758.041845 + Penalty 3177.677981 = -1442580.363864
  nChanged 10
		SP:Iteration 81Q (2542.780000 sec): 3 clusters
  Score: Raw -1445758.886428 + Penalty 3177.677981 = -1442581.208446
  nChanged 10
		SP:Iteration 82Q (2543.080000 sec): 3 clusters
  Score: Raw -1445759.721409 + Penalty 3177.677981 = -1442582.043428
  nChanged 9
		SP:Iteration 83Q (2543.380000 sec): 3 clusters
  Score: Raw -1445760.478656 + Penalty 3177.677981 = -1442582.800675
  nChanged 7
		SP:Iteration 84Q (2543.670000 sec): 3 clusters
  Score: Raw -1445760.869488 + Penalty 3177.677981 = -1442583.191507
  nChanged 8
		SP:Iteration 85Q (2543.930000 sec): 3 clusters
  Score: Raw -1445761.703856 + Penalty 3177.677981 = -1442584.025875
  nChanged 5
		SP:Iteration 86Q (2544.200000 sec): 3 clusters
  Score: Raw -1445762.280906 + Penalty 3177.677981 = -1442584.602925
  nChanged 6
		SP:Iteration 87Q (2544.500000 sec): 3 clusters
  Score: Raw -1445762.740086 + Penalty 3177.677981 = -1442585.062105
  nChanged 8
		SP:Iteration 88Q (2544.850000 sec): 3 clusters
  Score: Raw -1445763.291701 + Penalty 3177.677981 = -1442585.613720
  nChanged 12
		SP:Iteration 89Q (2545.090000 sec): 3 clusters
  Score: Raw -1445764.040129 + Penalty 3177.677981 = -1442586.362147
  nChanged 11
		SP:Iteration 90Q (2545.380000 sec): 3 clusters
  Score: Raw -1445765.076118 + Penalty 3177.677981 = -1442587.398137
  nChanged 17
		SP:Iteration 91Q (2545.600000 sec): 3 clusters
  Score: Raw -1445766.441907 + Penalty 3177.677981 = -1442588.763926
  nChanged 17
		SP:Iteration 92Q (2545.860000 sec): 3 clusters
  Score: Raw -1445767.596719 + Penalty 3177.677981 = -1442589.918737
  nChanged 9
		SP:Iteration 93Q (2546.160000 sec): 3 clusters
  Score: Raw -1445768.330886 + Penalty 3177.677981 = -1442590.652904
  nChanged 10
		SP:Iteration 94Q (2546.440000 sec): 3 clusters
  Score: Raw -1445768.992577 + Penalty 3177.677981 = -1442591.314595
  nChanged 5
		SP:Iteration 95Q (2546.730000 sec): 3 clusters
  Score: Raw -1445769.258474 + Penalty 3177.677981 = -1442591.580493
  nChanged 0
		SP:Iteration 96F (2547.000000 sec): 3 clusters
  Score: Raw -1445769.258474 + Penalty 3177.677981 = -1442591.580493
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (1159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2547.140000 sec): 2 clusters
  Score: Raw -88137.178731 + Penalty 1146.488337 = -86990.690394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2547.310000 sec): 3 clusters
  Score: Raw -87813.145619 + Penalty 2292.976674 = -85520.168945
  nChanged 388
		SP:Iteration 1F (2547.500000 sec): 3 clusters
  Score: Raw -88242.889366 + Penalty 2292.976674 = -85949.912692
  nChanged 132
		SP:Iteration 2F (2547.630000 sec): 3 clusters
  Score: Raw -88492.592831 + Penalty 2292.976674 = -86199.616157
  nChanged 101
		SP:Iteration 3F (2547.760000 sec): 3 clusters
  Score: Raw -88694.858133 + Penalty 2292.976674 = -86401.881459
  nChanged 78
		SP:Iteration 4F (2547.870000 sec): 3 clusters
  Score: Raw -88854.584434 + Penalty 2292.976674 = -86561.607760
  nChanged 56
		SP:Iteration 5Q (2548.030000 sec): 3 clusters
  Score: Raw -88957.825409 + Penalty 2292.976674 = -86664.848735
  nChanged 35
		SP:Iteration 6Q (2548.180000 sec): 3 clusters
  Score: Raw -89033.737122 + Penalty 2292.976674 = -86740.760448
  nChanged 26
		SP:Iteration 7Q (2548.360000 sec): 3 clusters
  Score: Raw -89107.001604 + Penalty 2292.976674 = -86814.024930
  nChanged 24
		SP:Iteration 8Q (2548.500000 sec): 3 clusters
  Score: Raw -89175.760537 + Penalty 2292.976674 = -86882.783863
  nChanged 13
		SP:Iteration 9Q (2548.630000 sec): 3 clusters
  Score: Raw -89198.199531 + Penalty 2292.976674 = -86905.222857
  nChanged 11
		SP:Iteration 10Q (2548.770000 sec): 3 clusters
  Score: Raw -89226.410116 + Penalty 2292.976674 = -86933.433442
  nChanged 12
		SP:Iteration 11Q (2548.910000 sec): 3 clusters
  Score: Raw -89255.651780 + Penalty 2292.976674 = -86962.675106
  nChanged 13
		SP:Iteration 12Q (2549.050000 sec): 3 clusters
  Score: Raw -89287.819821 + Penalty 2292.976674 = -86994.843147
  nChanged 8
		SP:Iteration 13Q (2549.180000 sec): 3 clusters
  Score: Raw -89310.403686 + Penalty 2292.976674 = -87017.427012
  nChanged 7
		SP:Iteration 14Q (2549.320000 sec): 3 clusters
  Score: Raw -89347.820649 + Penalty 2292.976674 = -87054.843975
  nChanged 8
		SP:Iteration 15Q (2549.450000 sec): 3 clusters
  Score: Raw -89376.525219 + Penalty 2292.976674 = -87083.548545
  nChanged 7
		SP:Iteration 16Q (2549.590000 sec): 3 clusters
  Score: Raw -89388.130033 + Penalty 2292.976674 = -87095.153359
  nChanged 5
		SP:Iteration 17Q (2549.730000 sec): 3 clusters
  Score: Raw -89396.993814 + Penalty 2292.976674 = -87104.017140
  nChanged 9
		SP:Iteration 18Q (2549.860000 sec): 3 clusters
  Score: Raw -89412.007978 + Penalty 2292.976674 = -87119.031304
  nChanged 8
		SP:Iteration 19Q (2550.000000 sec): 3 clusters
  Score: Raw -89421.783349 + Penalty 2292.976674 = -87128.806675
  nChanged 9
		SP:Iteration 20F (2550.110000 sec): 3 clusters
  Score: Raw -89432.180388 + Penalty 2292.976674 = -87139.203714
  nChanged 5
		SP:Iteration 21Q (2550.240000 sec): 3 clusters
  Score: Raw -89439.173406 + Penalty 2292.976674 = -87146.196732
  nChanged 4
		SP:Iteration 22Q (2550.390000 sec): 3 clusters
  Score: Raw -89442.582687 + Penalty 2292.976674 = -87149.606013
  nChanged 1
		SP:Iteration 23Q (2550.530000 sec): 3 clusters
  Score: Raw -89443.213122 + Penalty 2292.976674 = -87150.236448
  nChanged 0
		SP:Iteration 24F (2550.670000 sec): 3 clusters
  Score: Raw -89443.213122 + Penalty 2292.976674 = -87150.236448
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (17461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2550.820000 sec): 2 clusters
  Score: Raw -1355292.814157 + Penalty 1587.255329 = -1353705.558828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2551.120000 sec): 3 clusters
  Score: Raw -1345016.392091 + Penalty 3174.510658 = -1341841.881433
  nChanged 7839
		SP:Iteration 1F (2551.430000 sec): 3 clusters
  Score: Raw -1350775.452803 + Penalty 3174.510658 = -1347600.942145
  nChanged 1727
		SP:Iteration 2F (2551.750000 sec): 3 clusters
  Score: Raw -1352663.388826 + Penalty 3174.510658 = -1349488.878168
  nChanged 1715
		SP:Iteration 3F (2552.020000 sec): 3 clusters
  Score: Raw -1354784.580132 + Penalty 3174.510658 = -1351610.069474
  nChanged 1622
		SP:Iteration 4F (2552.290000 sec): 3 clusters
  Score: Raw -1356659.936746 + Penalty 3174.510658 = -1353485.426088
  nChanged 1234
		SP:Iteration 5F (2552.630000 sec): 3 clusters
  Score: Raw -1357737.125873 + Penalty 3174.510658 = -1354562.615215
  nChanged 899
		SP:Iteration 6F (2552.870000 sec): 3 clusters
  Score: Raw -1358311.865950 + Penalty 3174.510658 = -1355137.355292
  nChanged 601
		SP:Iteration 7Q (2553.140000 sec): 3 clusters
  Score: Raw -1358655.015888 + Penalty 3174.510658 = -1355480.505230
  nChanged 457
		SP:Iteration 8Q (2553.430000 sec): 3 clusters
  Score: Raw -1358878.241207 + Penalty 3174.510658 = -1355703.730549
  nChanged 354
		SP:Iteration 9Q (2553.720000 sec): 3 clusters
  Score: Raw -1359014.234069 + Penalty 3174.510658 = -1355839.723411
  nChanged 272
		SP:Iteration 10Q (2554.070000 sec): 3 clusters
  Score: Raw -1359096.452512 + Penalty 3174.510658 = -1355921.941854
  nChanged 208
		SP:Iteration 11Q (2554.280000 sec): 3 clusters
  Score: Raw -1359156.243121 + Penalty 3174.510658 = -1355981.732463
  nChanged 164
		SP:Iteration 12Q (2554.550000 sec): 3 clusters
  Score: Raw -1359193.426362 + Penalty 3174.510658 = -1356018.915704
  nChanged 121
		SP:Iteration 13Q (2554.880000 sec): 3 clusters
  Score: Raw -1359212.867172 + Penalty 3174.510658 = -1356038.356514
  nChanged 84
		SP:Iteration 14Q (2555.190000 sec): 3 clusters
  Score: Raw -1359226.366062 + Penalty 3174.510658 = -1356051.855404
  nChanged 74
		SP:Iteration 15Q (2555.450000 sec): 3 clusters
  Score: Raw -1359238.032769 + Penalty 3174.510658 = -1356063.522111
  nChanged 67
		SP:Iteration 16Q (2555.730000 sec): 3 clusters
  Score: Raw -1359246.170269 + Penalty 3174.510658 = -1356071.659611
  nChanged 51
		SP:Iteration 17Q (2556.010000 sec): 3 clusters
  Score: Raw -1359253.028493 + Penalty 3174.510658 = -1356078.517835
  nChanged 50
		SP:Iteration 18Q (2556.360000 sec): 3 clusters
  Score: Raw -1359260.438078 + Penalty 3174.510658 = -1356085.927420
  nChanged 56
		SP:Iteration 19Q (2556.590000 sec): 3 clusters
  Score: Raw -1359267.358544 + Penalty 3174.510658 = -1356092.847886
  nChanged 49
		SP:Iteration 20F (2556.890000 sec): 3 clusters
  Score: Raw -1359274.961038 + Penalty 3174.510658 = -1356100.450380
  nChanged 62
		SP:Iteration 21Q (2557.150000 sec): 3 clusters
  Score: Raw -1359284.627012 + Penalty 3174.510658 = -1356110.116354
  nChanged 52
		SP:Iteration 22Q (2557.420000 sec): 3 clusters
  Score: Raw -1359293.252799 + Penalty 3174.510658 = -1356118.742141
  nChanged 58
		SP:Iteration 23Q (2557.710000 sec): 3 clusters
  Score: Raw -1359302.982453 + Penalty 3174.510658 = -1356128.471795
  nChanged 53
		SP:Iteration 24Q (2558.010000 sec): 3 clusters
  Score: Raw -1359310.858674 + Penalty 3174.510658 = -1356136.348016
  nChanged 56
		SP:Iteration 25Q (2558.310000 sec): 3 clusters
  Score: Raw -1359317.228045 + Penalty 3174.510658 = -1356142.717387
  nChanged 44
		SP:Iteration 26Q (2558.630000 sec): 3 clusters
  Score: Raw -1359322.670428 + Penalty 3174.510658 = -1356148.159770
  nChanged 42
		SP:Iteration 27Q (2558.930000 sec): 3 clusters
  Score: Raw -1359327.473666 + Penalty 3174.510658 = -1356152.963008
  nChanged 41
		SP:Iteration 28Q (2559.280000 sec): 3 clusters
  Score: Raw -1359331.836796 + Penalty 3174.510658 = -1356157.326138
  nChanged 31
		SP:Iteration 29Q (2559.550000 sec): 3 clusters
  Score: Raw -1359334.841155 + Penalty 3174.510658 = -1356160.330497
  nChanged 25
		SP:Iteration 30Q (2559.840000 sec): 3 clusters
  Score: Raw -1359337.991548 + Penalty 3174.510658 = -1356163.480890
  nChanged 27
		SP:Iteration 31Q (2560.160000 sec): 3 clusters
  Score: Raw -1359341.871789 + Penalty 3174.510658 = -1356167.361131
  nChanged 27
		SP:Iteration 32Q (2560.480000 sec): 3 clusters
  Score: Raw -1359344.452360 + Penalty 3174.510658 = -1356169.941702
  nChanged 21
		SP:Iteration 33Q (2560.780000 sec): 3 clusters
  Score: Raw -1359346.485721 + Penalty 3174.510658 = -1356171.975063
  nChanged 19
		SP:Iteration 34Q (2561.140000 sec): 3 clusters
  Score: Raw -1359348.405854 + Penalty 3174.510658 = -1356173.895196
  nChanged 17
		SP:Iteration 35Q (2561.380000 sec): 3 clusters
  Score: Raw -1359349.850256 + Penalty 3174.510658 = -1356175.339598
  nChanged 11
		SP:Iteration 36Q (2561.660000 sec): 3 clusters
  Score: Raw -1359350.823429 + Penalty 3174.510658 = -1356176.312771
  nChanged 6
		SP:Iteration 37Q (2561.930000 sec): 3 clusters
  Score: Raw -1359351.318019 + Penalty 3174.510658 = -1356176.807361
  nChanged 4
		SP:Iteration 38Q (2562.190000 sec): 3 clusters
  Score: Raw -1359351.602238 + Penalty 3174.510658 = -1356177.091580
  nChanged 3
		SP:Iteration 39Q (2562.410000 sec): 3 clusters
  Score: Raw -1359351.684887 + Penalty 3174.510658 = -1356177.174229
  nChanged 1
		SP:Iteration 40F (2562.670000 sec): 3 clusters
  Score: Raw -1359351.773007 + Penalty 3174.510658 = -1356177.262349
  nChanged 3
		SP:Iteration 41Q (2562.930000 sec): 3 clusters
  Score: Raw -1359352.158169 + Penalty 3174.510658 = -1356177.647511
  nChanged 5
		SP:Iteration 42Q (2563.210000 sec): 3 clusters
  Score: Raw -1359352.616902 + Penalty 3174.510658 = -1356178.106244
  nChanged 4
		SP:Iteration 43Q (2563.470000 sec): 3 clusters
  Score: Raw -1359353.028585 + Penalty 3174.510658 = -1356178.517927
  nChanged 3
		SP:Iteration 44Q (2563.730000 sec): 3 clusters
  Score: Raw -1359353.199669 + Penalty 3174.510658 = -1356178.689011
  nChanged 4
		SP:Iteration 45Q (2563.990000 sec): 3 clusters
  Score: Raw -1359353.453766 + Penalty 3174.510658 = -1356178.943108
  nChanged 4
		SP:Iteration 46Q (2564.280000 sec): 3 clusters
  Score: Raw -1359353.705917 + Penalty 3174.510658 = -1356179.195259
  nChanged 7
		SP:Iteration 47Q (2564.570000 sec): 3 clusters
  Score: Raw -1359354.338388 + Penalty 3174.510658 = -1356179.827730
  nChanged 6
		SP:Iteration 48Q (2564.860000 sec): 3 clusters
  Score: Raw -1359354.823349 + Penalty 3174.510658 = -1356180.312691
  nChanged 3
		SP:Iteration 49Q (2565.150000 sec): 3 clusters
  Score: Raw -1359354.915381 + Penalty 3174.510658 = -1356180.404723
  nChanged 1
		SP:Iteration 50Q (2565.460000 sec): 3 clusters
  Score: Raw -1359354.946880 + Penalty 3174.510658 = -1356180.436222
  nChanged 0
		SP:Iteration 51F (2565.800000 sec): 3 clusters
  Score: Raw -1359354.946880 + Penalty 3174.510658 = -1356180.436222
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (29648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2566.100000 sec): 2 clusters
  Score: Raw -2741816.835937 + Penalty 1673.286867 = -2740143.549071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2566.450000 sec): 3 clusters
  Score: Raw -2723691.233600 + Penalty 3346.573733 = -2720344.659866
  nChanged 13667
		SP:Iteration 1F (2566.880000 sec): 3 clusters
  Score: Raw -2732441.861987 + Penalty 3346.573733 = -2729095.288254
  nChanged 2836
		SP:Iteration 2F (2567.210000 sec): 3 clusters
  Score: Raw -2735201.541735 + Penalty 3346.573733 = -2731854.968002
  nChanged 3108
		SP:Iteration 3F (2567.600000 sec): 3 clusters
  Score: Raw -2738328.953589 + Penalty 3346.573733 = -2734982.379856
  nChanged 2663
		SP:Iteration 4F (2567.980000 sec): 3 clusters
  Score: Raw -2740624.321421 + Penalty 3346.573733 = -2737277.747688
  nChanged 1913
		SP:Iteration 5F (2568.340000 sec): 3 clusters
  Score: Raw -2741978.076482 + Penalty 3346.573733 = -2738631.502748
  nChanged 1412
		SP:Iteration 6Q (2568.710000 sec): 3 clusters
  Score: Raw -2742960.383937 + Penalty 3346.573733 = -2739613.810204
  nChanged 1269
		SP:Iteration 7Q (2569.070000 sec): 3 clusters
  Score: Raw -2743960.161936 + Penalty 3346.573733 = -2740613.588202
  nChanged 1212
		SP:Iteration 8Q (2569.380000 sec): 3 clusters
  Score: Raw -2745048.928654 + Penalty 3346.573733 = -2741702.354921
  nChanged 1003
		SP:Iteration 9Q (2569.740000 sec): 3 clusters
  Score: Raw -2745862.871517 + Penalty 3346.573733 = -2742516.297784
  nChanged 763
		SP:Iteration 10Q (2570.070000 sec): 3 clusters
  Score: Raw -2746231.114005 + Penalty 3346.573733 = -2742884.540272
  nChanged 503
		SP:Iteration 11Q (2570.410000 sec): 3 clusters
  Score: Raw -2746398.733615 + Penalty 3346.573733 = -2743052.159882
  nChanged 347
		SP:Iteration 12Q (2570.750000 sec): 3 clusters
  Score: Raw -2746487.452141 + Penalty 3346.573733 = -2743140.878407
  nChanged 278
		SP:Iteration 13Q (2571.110000 sec): 3 clusters
  Score: Raw -2746545.252884 + Penalty 3346.573733 = -2743198.679151
  nChanged 191
		SP:Iteration 14Q (2571.470000 sec): 3 clusters
  Score: Raw -2746581.729210 + Penalty 3346.573733 = -2743235.155476
  nChanged 178
		SP:Iteration 15Q (2571.850000 sec): 3 clusters
  Score: Raw -2746616.395245 + Penalty 3346.573733 = -2743269.821511
  nChanged 178
		SP:Iteration 16Q (2572.230000 sec): 3 clusters
  Score: Raw -2746652.952912 + Penalty 3346.573733 = -2743306.379179
  nChanged 149
		SP:Iteration 17Q (2572.640000 sec): 3 clusters
  Score: Raw -2746682.238769 + Penalty 3346.573733 = -2743335.665036
  nChanged 131
		SP:Iteration 18Q (2573.010000 sec): 3 clusters
  Score: Raw -2746704.636849 + Penalty 3346.573733 = -2743358.063116
  nChanged 131
		SP:Iteration 19Q (2573.390000 sec): 3 clusters
  Score: Raw -2746728.677271 + Penalty 3346.573733 = -2743382.103538
  nChanged 143
		SP:Iteration 20F (2573.730000 sec): 3 clusters
  Score: Raw -2746752.057812 + Penalty 3346.573733 = -2743405.484078
  nChanged 105
		SP:Iteration 21Q (2574.080000 sec): 3 clusters
  Score: Raw -2746769.056347 + Penalty 3346.573733 = -2743422.482613
  nChanged 104
		SP:Iteration 22Q (2574.430000 sec): 3 clusters
  Score: Raw -2746784.227883 + Penalty 3346.573733 = -2743437.654150
  nChanged 85
		SP:Iteration 23Q (2574.730000 sec): 3 clusters
  Score: Raw -2746796.472558 + Penalty 3346.573733 = -2743449.898825
  nChanged 85
		SP:Iteration 24Q (2575.080000 sec): 3 clusters
  Score: Raw -2746811.478261 + Penalty 3346.573733 = -2743464.904528
  nChanged 123
		SP:Iteration 25Q (2575.440000 sec): 3 clusters
  Score: Raw -2746835.939430 + Penalty 3346.573733 = -2743489.365697
  nChanged 127
		SP:Iteration 26Q (2575.790000 sec): 3 clusters
  Score: Raw -2746863.077790 + Penalty 3346.573733 = -2743516.504056
  nChanged 165
		SP:Iteration 27Q (2576.080000 sec): 3 clusters
  Score: Raw -2746905.571624 + Penalty 3346.573733 = -2743558.997891
  nChanged 178
		SP:Iteration 28Q (2576.390000 sec): 3 clusters
  Score: Raw -2746956.760984 + Penalty 3346.573733 = -2743610.187251
  nChanged 219
		SP:Iteration 29Q (2576.780000 sec): 3 clusters
  Score: Raw -2747028.667072 + Penalty 3346.573733 = -2743682.093339
  nChanged 252
		SP:Iteration 30Q (2577.110000 sec): 3 clusters
  Score: Raw -2747120.019958 + Penalty 3346.573733 = -2743773.446224
  nChanged 263
		SP:Iteration 31Q (2577.410000 sec): 3 clusters
  Score: Raw -2747215.705636 + Penalty 3346.573733 = -2743869.131903
  nChanged 295
		SP:Iteration 32Q (2577.760000 sec): 3 clusters
  Score: Raw -2747330.380948 + Penalty 3346.573733 = -2743983.807215
  nChanged 334
		SP:Iteration 33Q (2578.140000 sec): 3 clusters
  Score: Raw -2747469.084550 + Penalty 3346.573733 = -2744122.510817
  nChanged 338
		SP:Iteration 34Q (2578.540000 sec): 3 clusters
  Score: Raw -2747602.268291 + Penalty 3346.573733 = -2744255.694558
  nChanged 330
		SP:Iteration 35Q (2578.920000 sec): 3 clusters
  Score: Raw -2747734.410539 + Penalty 3346.573733 = -2744387.836806
  nChanged 358
		SP:Iteration 36Q (2579.300000 sec): 3 clusters
  Score: Raw -2747860.390705 + Penalty 3346.573733 = -2744513.816972
  nChanged 325
		SP:Iteration 37Q (2579.670000 sec): 3 clusters
  Score: Raw -2747987.837666 + Penalty 3346.573733 = -2744641.263933
  nChanged 346
		SP:Iteration 38Q (2579.960000 sec): 3 clusters
  Score: Raw -2748125.801374 + Penalty 3346.573733 = -2744779.227641
  nChanged 346
		SP:Iteration 39Q (2580.290000 sec): 3 clusters
  Score: Raw -2748258.625411 + Penalty 3346.573733 = -2744912.051678
  nChanged 325
		SP:Iteration 40F (2580.600000 sec): 3 clusters
  Score: Raw -2748370.702838 + Penalty 3346.573733 = -2745024.129105
  nChanged 282
		SP:Iteration 41Q (2580.970000 sec): 3 clusters
  Score: Raw -2748461.879263 + Penalty 3346.573733 = -2745115.305530
  nChanged 239
		SP:Iteration 42Q (2581.300000 sec): 3 clusters
  Score: Raw -2748534.305491 + Penalty 3346.573733 = -2745187.731758
  nChanged 190
		SP:Iteration 43Q (2581.670000 sec): 3 clusters
  Score: Raw -2748610.824812 + Penalty 3346.573733 = -2745264.251078
  nChanged 198
		SP:Iteration 44Q (2582.000000 sec): 3 clusters
  Score: Raw -2748695.776610 + Penalty 3346.573733 = -2745349.202877
  nChanged 170
		SP:Iteration 45Q (2582.350000 sec): 3 clusters
  Score: Raw -2748771.729117 + Penalty 3346.573733 = -2745425.155383
  nChanged 180
		SP:Iteration 46Q (2582.660000 sec): 3 clusters
  Score: Raw -2748850.120158 + Penalty 3346.573733 = -2745503.546425
  nChanged 161
		SP:Iteration 47Q (2582.960000 sec): 3 clusters
  Score: Raw -2748926.525403 + Penalty 3346.573733 = -2745579.951670
  nChanged 173
		SP:Iteration 48Q (2583.280000 sec): 3 clusters
  Score: Raw -2749003.672043 + Penalty 3346.573733 = -2745657.098309
  nChanged 134
		SP:Iteration 49Q (2583.570000 sec): 3 clusters
  Score: Raw -2749071.613250 + Penalty 3346.573733 = -2745725.039517
  nChanged 127
		SP:Iteration 50Q (2583.910000 sec): 3 clusters
  Score: Raw -2749131.053439 + Penalty 3346.573733 = -2745784.479706
  nChanged 115
		SP:Iteration 51Q (2584.250000 sec): 3 clusters
  Score: Raw -2749165.522050 + Penalty 3346.573733 = -2745818.948317
  nChanged 79
		SP:Iteration 52Q (2584.580000 sec): 3 clusters
  Score: Raw -2749183.916138 + Penalty 3346.573733 = -2745837.342404
  nChanged 82
		SP:Iteration 53Q (2584.950000 sec): 3 clusters
  Score: Raw -2749201.656964 + Penalty 3346.573733 = -2745855.083231
  nChanged 84
		SP:Iteration 54Q (2585.300000 sec): 3 clusters
  Score: Raw -2749217.345933 + Penalty 3346.573733 = -2745870.772200
  nChanged 85
		SP:Iteration 55Q (2585.720000 sec): 3 clusters
  Score: Raw -2749230.345191 + Penalty 3346.573733 = -2745883.771458
  nChanged 59
		SP:Iteration 56Q (2586.070000 sec): 3 clusters
  Score: Raw -2749237.824737 + Penalty 3346.573733 = -2745891.251004
  nChanged 38
		SP:Iteration 57Q (2586.430000 sec): 3 clusters
  Score: Raw -2749242.091133 + Penalty 3346.573733 = -2745895.517400
  nChanged 28
		SP:Iteration 58Q (2586.800000 sec): 3 clusters
  Score: Raw -2749244.941642 + Penalty 3346.573733 = -2745898.367909
  nChanged 23
		SP:Iteration 59Q (2587.190000 sec): 3 clusters
  Score: Raw -2749247.537913 + Penalty 3346.573733 = -2745900.964180
  nChanged 29
		SP:Iteration 60F (2587.630000 sec): 3 clusters
  Score: Raw -2749251.040740 + Penalty 3346.573733 = -2745904.467006
  nChanged 31
		SP:Iteration 61Q (2587.970000 sec): 3 clusters
  Score: Raw -2749254.503883 + Penalty 3346.573733 = -2745907.930149
  nChanged 29
		SP:Iteration 62Q (2588.310000 sec): 3 clusters
  Score: Raw -2749257.250465 + Penalty 3346.573733 = -2745910.676732
  nChanged 30
		SP:Iteration 63Q (2588.620000 sec): 3 clusters
  Score: Raw -2749260.459068 + Penalty 3346.573733 = -2745913.885335
  nChanged 20
		SP:Iteration 64Q (2588.970000 sec): 3 clusters
  Score: Raw -2749262.052359 + Penalty 3346.573733 = -2745915.478625
  nChanged 18
		SP:Iteration 65Q (2589.350000 sec): 3 clusters
  Score: Raw -2749263.292518 + Penalty 3346.573733 = -2745916.718784
  nChanged 13
		SP:Iteration 66Q (2589.680000 sec): 3 clusters
  Score: Raw -2749264.035031 + Penalty 3346.573733 = -2745917.461298
  nChanged 5
		SP:Iteration 67Q (2590.010000 sec): 3 clusters
  Score: Raw -2749264.361975 + Penalty 3346.573733 = -2745917.788241
  nChanged 6
		SP:Iteration 68Q (2590.340000 sec): 3 clusters
  Score: Raw -2749264.627738 + Penalty 3346.573733 = -2745918.054005
  nChanged 3
		SP:Iteration 69Q (2590.670000 sec): 3 clusters
  Score: Raw -2749264.898242 + Penalty 3346.573733 = -2745918.324508
  nChanged 5
		SP:Iteration 70Q (2591.100000 sec): 3 clusters
  Score: Raw -2749265.208692 + Penalty 3346.573733 = -2745918.634959
  nChanged 2
		SP:Iteration 71Q (2591.440000 sec): 3 clusters
  Score: Raw -2749265.348141 + Penalty 3346.573733 = -2745918.774407
  nChanged 2
		SP:Iteration 72Q (2591.810000 sec): 3 clusters
  Score: Raw -2749265.526287 + Penalty 3346.573733 = -2745918.952554
  nChanged 3
		SP:Iteration 73Q (2592.220000 sec): 3 clusters
  Score: Raw -2749265.683446 + Penalty 3346.573733 = -2745919.109713
  nChanged 0
		SP:Iteration 74F (2592.560000 sec): 3 clusters
  Score: Raw -2749265.683446 + Penalty 3346.573733 = -2745919.109713
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (9518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2592.660000 sec): 2 clusters
  Score: Raw -874728.918832 + Penalty 1488.652754 = -873240.266078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2592.890000 sec): 3 clusters
  Score: Raw -869382.849848 + Penalty 2977.305507 = -866405.544341
  nChanged 4106
		SP:Iteration 1F (2593.100000 sec): 3 clusters
  Score: Raw -872098.989665 + Penalty 2977.305507 = -869121.684158
  nChanged 966
		SP:Iteration 2F (2593.330000 sec): 3 clusters
  Score: Raw -873102.995068 + Penalty 2977.305507 = -870125.689561
  nChanged 972
		SP:Iteration 3F (2593.550000 sec): 3 clusters
  Score: Raw -874193.076731 + Penalty 2977.305507 = -871215.771224
  nChanged 871
		SP:Iteration 4F (2593.780000 sec): 3 clusters
  Score: Raw -875102.910861 + Penalty 2977.305507 = -872125.605354
  nChanged 651
		SP:Iteration 5F (2593.980000 sec): 3 clusters
  Score: Raw -875702.129196 + Penalty 2977.305507 = -872724.823689
  nChanged 468
		SP:Iteration 6Q (2594.160000 sec): 3 clusters
  Score: Raw -876131.083404 + Penalty 2977.305507 = -873153.777897
  nChanged 397
		SP:Iteration 7Q (2594.370000 sec): 3 clusters
  Score: Raw -876525.664628 + Penalty 2977.305507 = -873548.359121
  nChanged 380
		SP:Iteration 8Q (2594.540000 sec): 3 clusters
  Score: Raw -876993.826334 + Penalty 2977.305507 = -874016.520827
  nChanged 370
		SP:Iteration 9Q (2594.740000 sec): 3 clusters
  Score: Raw -877379.511788 + Penalty 2977.305507 = -874402.206280
  nChanged 272
		SP:Iteration 10Q (2594.850000 sec): 3 clusters
  Score: Raw -877568.128066 + Penalty 2977.305507 = -874590.822559
  nChanged 176
		SP:Iteration 11Q (2595.020000 sec): 3 clusters
  Score: Raw -877651.830871 + Penalty 2977.305507 = -874674.525364
  nChanged 109
		SP:Iteration 12Q (2595.270000 sec): 3 clusters
  Score: Raw -877701.154806 + Penalty 2977.305507 = -874723.849299
  nChanged 106
		SP:Iteration 13Q (2595.490000 sec): 3 clusters
  Score: Raw -877748.169220 + Penalty 2977.305507 = -874770.863713
  nChanged 88
		SP:Iteration 14Q (2595.690000 sec): 3 clusters
  Score: Raw -877796.508444 + Penalty 2977.305507 = -874819.202937
  nChanged 95
		SP:Iteration 15Q (2595.800000 sec): 3 clusters
  Score: Raw -877856.117491 + Penalty 2977.305507 = -874878.811984
  nChanged 111
		SP:Iteration 16Q (2595.990000 sec): 3 clusters
  Score: Raw -877931.073588 + Penalty 2977.305507 = -874953.768081
  nChanged 132
		SP:Iteration 17Q (2596.160000 sec): 3 clusters
  Score: Raw -878019.931673 + Penalty 2977.305507 = -875042.626166
  nChanged 127
		SP:Iteration 18Q (2596.360000 sec): 3 clusters
  Score: Raw -878109.400109 + Penalty 2977.305507 = -875132.094602
  nChanged 143
		SP:Iteration 19Q (2596.610000 sec): 3 clusters
  Score: Raw -878209.212059 + Penalty 2977.305507 = -875231.906552
  nChanged 157
		SP:Iteration 20F (2596.820000 sec): 3 clusters
  Score: Raw -878324.673372 + Penalty 2977.305507 = -875347.367865
  nChanged 168
		SP:Iteration 21Q (2597.070000 sec): 3 clusters
  Score: Raw -878462.037103 + Penalty 2977.305507 = -875484.731596
  nChanged 185
		SP:Iteration 22Q (2597.280000 sec): 3 clusters
  Score: Raw -878601.425922 + Penalty 2977.305507 = -875624.120415
  nChanged 155
		SP:Iteration 23Q (2597.490000 sec): 3 clusters
  Score: Raw -878722.268861 + Penalty 2977.305507 = -875744.963354
  nChanged 126
		SP:Iteration 24Q (2597.750000 sec): 3 clusters
  Score: Raw -878822.333209 + Penalty 2977.305507 = -875845.027702
  nChanged 142
		SP:Iteration 25Q (2598.000000 sec): 3 clusters
  Score: Raw -878954.647604 + Penalty 2977.305507 = -875977.342097
  nChanged 128
		SP:Iteration 26Q (2598.190000 sec): 3 clusters
  Score: Raw -879049.771819 + Penalty 2977.305507 = -876072.466312
  nChanged 116
		SP:Iteration 27Q (2598.390000 sec): 3 clusters
  Score: Raw -879115.142678 + Penalty 2977.305507 = -876137.837171
  nChanged 77
		SP:Iteration 28Q (2598.670000 sec): 3 clusters
  Score: Raw -879158.938938 + Penalty 2977.305507 = -876181.633431
  nChanged 63
		SP:Iteration 29Q (2598.830000 sec): 3 clusters
  Score: Raw -879191.028808 + Penalty 2977.305507 = -876213.723301
  nChanged 45
		SP:Iteration 30Q (2599.110000 sec): 3 clusters
  Score: Raw -879207.495880 + Penalty 2977.305507 = -876230.190373
  nChanged 29
		SP:Iteration 31Q (2599.300000 sec): 3 clusters
  Score: Raw -879218.296477 + Penalty 2977.305507 = -876240.990970
  nChanged 31
		SP:Iteration 32Q (2599.530000 sec): 3 clusters
  Score: Raw -879227.363743 + Penalty 2977.305507 = -876250.058235
  nChanged 19
		SP:Iteration 33Q (2599.740000 sec): 3 clusters
  Score: Raw -879231.429413 + Penalty 2977.305507 = -876254.123906
  nChanged 11
		SP:Iteration 34Q (2599.990000 sec): 3 clusters
  Score: Raw -879233.932691 + Penalty 2977.305507 = -876256.627184
  nChanged 7
		SP:Iteration 35Q (2600.180000 sec): 3 clusters
  Score: Raw -879235.276506 + Penalty 2977.305507 = -876257.970999
  nChanged 2
		SP:Iteration 36Q (2600.370000 sec): 3 clusters
  Score: Raw -879235.632666 + Penalty 2977.305507 = -876258.327159
  nChanged 1
		SP:Iteration 37Q (2600.520000 sec): 3 clusters
  Score: Raw -879235.875627 + Penalty 2977.305507 = -876258.570120
  nChanged 1
		SP:Iteration 38Q (2600.760000 sec): 3 clusters
  Score: Raw -879235.969541 + Penalty 2977.305507 = -876258.664034
  nChanged 0
		SP:Iteration 39F (2600.950000 sec): 3 clusters
  Score: Raw -879235.969541 + Penalty 2977.305507 = -876258.664034
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (9707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2601.050000 sec): 2 clusters
  Score: Raw -733874.365527 + Penalty 1491.847915 = -732382.517612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2601.280000 sec): 3 clusters
  Score: Raw -728443.454199 + Penalty 2983.695830 = -725459.758369
  nChanged 4218
		SP:Iteration 1F (2601.480000 sec): 3 clusters
  Score: Raw -731651.884245 + Penalty 2983.695830 = -728668.188415
  nChanged 1130
		SP:Iteration 2F (2601.690000 sec): 3 clusters
  Score: Raw -733073.104829 + Penalty 2983.695830 = -730089.408999
  nChanged 1027
		SP:Iteration 3F (2601.900000 sec): 3 clusters
  Score: Raw -734375.126139 + Penalty 2983.695830 = -731391.430309
  nChanged 872
		SP:Iteration 4F (2602.060000 sec): 3 clusters
  Score: Raw -735450.719417 + Penalty 2983.695830 = -732467.023587
  nChanged 660
		SP:Iteration 5F (2602.270000 sec): 3 clusters
  Score: Raw -736199.212666 + Penalty 2983.695830 = -733215.516836
  nChanged 526
		SP:Iteration 6F (2602.530000 sec): 3 clusters
  Score: Raw -736764.649306 + Penalty 2983.695830 = -733780.953476
  nChanged 457
		SP:Iteration 7Q (2602.730000 sec): 3 clusters
  Score: Raw -737203.855129 + Penalty 2983.695830 = -734220.159299
  nChanged 365
		SP:Iteration 8Q (2602.910000 sec): 3 clusters
  Score: Raw -737505.732064 + Penalty 2983.695830 = -734522.036234
  nChanged 302
		SP:Iteration 9Q (2603.100000 sec): 3 clusters
  Score: Raw -737712.987048 + Penalty 2983.695830 = -734729.291218
  nChanged 224
		SP:Iteration 10Q (2603.320000 sec): 3 clusters
  Score: Raw -737834.944727 + Penalty 2983.695830 = -734851.248897
  nChanged 195
		SP:Iteration 11Q (2603.510000 sec): 3 clusters
  Score: Raw -737937.632030 + Penalty 2983.695830 = -734953.936200
  nChanged 158
		SP:Iteration 12Q (2603.750000 sec): 3 clusters
  Score: Raw -738009.366667 + Penalty 2983.695830 = -735025.670837
  nChanged 141
		SP:Iteration 13Q (2603.900000 sec): 3 clusters
  Score: Raw -738064.745277 + Penalty 2983.695830 = -735081.049448
  nChanged 105
		SP:Iteration 14Q (2604.080000 sec): 3 clusters
  Score: Raw -738105.030372 + Penalty 2983.695830 = -735121.334542
  nChanged 85
		SP:Iteration 15Q (2604.300000 sec): 3 clusters
  Score: Raw -738131.422000 + Penalty 2983.695830 = -735147.726170
  nChanged 65
		SP:Iteration 16Q (2604.510000 sec): 3 clusters
  Score: Raw -738149.208434 + Penalty 2983.695830 = -735165.512604
  nChanged 53
		SP:Iteration 17Q (2604.760000 sec): 3 clusters
  Score: Raw -738162.702983 + Penalty 2983.695830 = -735179.007153
  nChanged 51
		SP:Iteration 18Q (2604.940000 sec): 3 clusters
  Score: Raw -738173.862015 + Penalty 2983.695830 = -735190.166185
  nChanged 30
		SP:Iteration 19Q (2605.120000 sec): 3 clusters
  Score: Raw -738179.309157 + Penalty 2983.695830 = -735195.613327
  nChanged 17
		SP:Iteration 20F (2605.350000 sec): 3 clusters
  Score: Raw -738182.475492 + Penalty 2983.695830 = -735198.779662
  nChanged 18
		SP:Iteration 21Q (2605.570000 sec): 3 clusters
  Score: Raw -738185.491808 + Penalty 2983.695830 = -735201.795978
  nChanged 14
		SP:Iteration 22Q (2605.800000 sec): 3 clusters
  Score: Raw -738187.842648 + Penalty 2983.695830 = -735204.146818
  nChanged 14
		SP:Iteration 23Q (2605.980000 sec): 3 clusters
  Score: Raw -738190.304502 + Penalty 2983.695830 = -735206.608672
  nChanged 15
		SP:Iteration 24Q (2606.180000 sec): 3 clusters
  Score: Raw -738192.697811 + Penalty 2983.695830 = -735209.001981
  nChanged 14
		SP:Iteration 25Q (2606.350000 sec): 3 clusters
  Score: Raw -738194.988896 + Penalty 2983.695830 = -735211.293066
  nChanged 15
		SP:Iteration 26Q (2606.520000 sec): 3 clusters
  Score: Raw -738197.425437 + Penalty 2983.695830 = -735213.729607
  nChanged 13
		SP:Iteration 27Q (2606.700000 sec): 3 clusters
  Score: Raw -738199.196727 + Penalty 2983.695830 = -735215.500897
  nChanged 6
		SP:Iteration 28Q (2606.870000 sec): 3 clusters
  Score: Raw -738199.612626 + Penalty 2983.695830 = -735215.916796
  nChanged 3
		SP:Iteration 29Q (2607.090000 sec): 3 clusters
  Score: Raw -738199.943536 + Penalty 2983.695830 = -735216.247706
  nChanged 3
		SP:Iteration 30Q (2607.280000 sec): 3 clusters
  Score: Raw -738200.130130 + Penalty 2983.695830 = -735216.434300
  nChanged 3
		SP:Iteration 31Q (2607.490000 sec): 3 clusters
  Score: Raw -738200.397049 + Penalty 2983.695830 = -735216.701220
  nChanged 5
		SP:Iteration 32Q (2607.650000 sec): 3 clusters
  Score: Raw -738201.327353 + Penalty 2983.695830 = -735217.631523
  nChanged 8
		SP:Iteration 33Q (2607.820000 sec): 3 clusters
  Score: Raw -738202.560009 + Penalty 2983.695830 = -735218.864179
  nChanged 4
		SP:Iteration 34Q (2607.990000 sec): 3 clusters
  Score: Raw -738203.125408 + Penalty 2983.695830 = -735219.429578
  nChanged 6
		SP:Iteration 35Q (2608.200000 sec): 3 clusters
  Score: Raw -738204.122538 + Penalty 2983.695830 = -735220.426708
  nChanged 5
		SP:Iteration 36Q (2608.450000 sec): 3 clusters
  Score: Raw -738204.802847 + Penalty 2983.695830 = -735221.107017
  nChanged 3
		SP:Iteration 37Q (2608.650000 sec): 3 clusters
  Score: Raw -738205.255080 + Penalty 2983.695830 = -735221.559250
  nChanged 2
		SP:Iteration 38Q (2608.930000 sec): 3 clusters
  Score: Raw -738205.488528 + Penalty 2983.695830 = -735221.792698
  nChanged 1
		SP:Iteration 39Q (2609.160000 sec): 3 clusters
  Score: Raw -738205.565965 + Penalty 2983.695830 = -735221.870135
  nChanged 2
		SP:Iteration 40F (2609.410000 sec): 3 clusters
  Score: Raw -738205.713537 + Penalty 2983.695830 = -735222.017707
  nChanged 1
		SP:Iteration 41Q (2609.670000 sec): 3 clusters
  Score: Raw -738205.776562 + Penalty 2983.695830 = -735222.080732
  nChanged 0
		SP:Iteration 42F (2609.850000 sec): 3 clusters
  Score: Raw -738205.776562 + Penalty 2983.695830 = -735222.080732
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (11660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2610.000000 sec): 2 clusters
  Score: Raw -907702.655823 + Penalty 1521.636912 = -906181.018911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2610.240000 sec): 3 clusters
  Score: Raw -901057.150643 + Penalty 3043.273824 = -898013.876819
  nChanged 5149
		SP:Iteration 1F (2610.450000 sec): 3 clusters
  Score: Raw -905095.701889 + Penalty 3043.273824 = -902052.428065
  nChanged 1384
		SP:Iteration 2F (2610.680000 sec): 3 clusters
  Score: Raw -906976.758872 + Penalty 3043.273824 = -903933.485047
  nChanged 1307
		SP:Iteration 3F (2610.870000 sec): 3 clusters
  Score: Raw -908927.462615 + Penalty 3043.273824 = -905884.188791
  nChanged 1016
		SP:Iteration 4F (2611.090000 sec): 3 clusters
  Score: Raw -910166.355764 + Penalty 3043.273824 = -907123.081939
  nChanged 669
		SP:Iteration 5F (2611.340000 sec): 3 clusters
  Score: Raw -910711.247900 + Penalty 3043.273824 = -907667.974075
  nChanged 446
		SP:Iteration 6Q (2611.590000 sec): 3 clusters
  Score: Raw -910986.073321 + Penalty 3043.273824 = -907942.799496
  nChanged 286
		SP:Iteration 7Q (2611.800000 sec): 3 clusters
  Score: Raw -911096.859775 + Penalty 3043.273824 = -908053.585950
  nChanged 159
		SP:Iteration 8Q (2612.000000 sec): 3 clusters
  Score: Raw -911146.052928 + Penalty 3043.273824 = -908102.779104
  nChanged 100
		SP:Iteration 9Q (2612.210000 sec): 3 clusters
  Score: Raw -911172.559748 + Penalty 3043.273824 = -908129.285924
  nChanged 81
		SP:Iteration 10Q (2612.490000 sec): 3 clusters
  Score: Raw -911191.413011 + Penalty 3043.273824 = -908148.139187
  nChanged 60
		SP:Iteration 11Q (2612.730000 sec): 3 clusters
  Score: Raw -911203.932215 + Penalty 3043.273824 = -908160.658390
  nChanged 50
		SP:Iteration 12Q (2613.000000 sec): 3 clusters
  Score: Raw -911212.335729 + Penalty 3043.273824 = -908169.061905
  nChanged 44
		SP:Iteration 13Q (2613.190000 sec): 3 clusters
  Score: Raw -911218.244702 + Penalty 3043.273824 = -908174.970878
  nChanged 27
		SP:Iteration 14Q (2613.400000 sec): 3 clusters
  Score: Raw -911222.398445 + Penalty 3043.273824 = -908179.124621
  nChanged 32
		SP:Iteration 15Q (2613.630000 sec): 3 clusters
  Score: Raw -911227.658964 + Penalty 3043.273824 = -908184.385139
  nChanged 25
		SP:Iteration 16Q (2613.830000 sec): 3 clusters
  Score: Raw -911232.864306 + Penalty 3043.273824 = -908189.590482
  nChanged 25
		SP:Iteration 17Q (2614.050000 sec): 3 clusters
  Score: Raw -911236.109055 + Penalty 3043.273824 = -908192.835230
  nChanged 18
		SP:Iteration 18Q (2614.290000 sec): 3 clusters
  Score: Raw -911237.755173 + Penalty 3043.273824 = -908194.481348
  nChanged 21
		SP:Iteration 19Q (2614.520000 sec): 3 clusters
  Score: Raw -911239.477207 + Penalty 3043.273824 = -908196.203383
  nChanged 14
		SP:Iteration 20F (2614.710000 sec): 3 clusters
  Score: Raw -911241.351220 + Penalty 3043.273824 = -908198.077396
  nChanged 19
		SP:Iteration 21Q (2614.900000 sec): 3 clusters
  Score: Raw -911244.703145 + Penalty 3043.273824 = -908201.429321
  nChanged 19
		SP:Iteration 22Q (2615.130000 sec): 3 clusters
  Score: Raw -911247.414313 + Penalty 3043.273824 = -908204.140489
  nChanged 22
		SP:Iteration 23Q (2615.360000 sec): 3 clusters
  Score: Raw -911251.298418 + Penalty 3043.273824 = -908208.024593
  nChanged 27
		SP:Iteration 24Q (2615.630000 sec): 3 clusters
  Score: Raw -911258.532920 + Penalty 3043.273824 = -908215.259095
  nChanged 36
		SP:Iteration 25Q (2615.810000 sec): 3 clusters
  Score: Raw -911269.548485 + Penalty 3043.273824 = -908226.274660
  nChanged 51
		SP:Iteration 26Q (2616.050000 sec): 3 clusters
  Score: Raw -911288.647857 + Penalty 3043.273824 = -908245.374032
  nChanged 58
		SP:Iteration 27Q (2616.300000 sec): 3 clusters
  Score: Raw -911314.246161 + Penalty 3043.273824 = -908270.972336
  nChanged 67
		SP:Iteration 28Q (2616.540000 sec): 3 clusters
  Score: Raw -911350.053104 + Penalty 3043.273824 = -908306.779280
  nChanged 84
		SP:Iteration 29Q (2616.810000 sec): 3 clusters
  Score: Raw -911393.170755 + Penalty 3043.273824 = -908349.896931
  nChanged 96
		SP:Iteration 30Q (2616.970000 sec): 3 clusters
  Score: Raw -911433.239547 + Penalty 3043.273824 = -908389.965723
  nChanged 71
		SP:Iteration 31Q (2617.180000 sec): 3 clusters
  Score: Raw -911460.772654 + Penalty 3043.273824 = -908417.498829
  nChanged 71
		SP:Iteration 32Q (2617.430000 sec): 3 clusters
  Score: Raw -911488.156510 + Penalty 3043.273824 = -908444.882686
  nChanged 60
		SP:Iteration 33Q (2617.620000 sec): 3 clusters
  Score: Raw -911504.572649 + Penalty 3043.273824 = -908461.298824
  nChanged 54
		SP:Iteration 34Q (2617.840000 sec): 3 clusters
  Score: Raw -911516.807210 + Penalty 3043.273824 = -908473.533385
  nChanged 44
		SP:Iteration 35Q (2618.010000 sec): 3 clusters
  Score: Raw -911526.413014 + Penalty 3043.273824 = -908483.139190
  nChanged 37
		SP:Iteration 36Q (2618.210000 sec): 3 clusters
  Score: Raw -911532.464662 + Penalty 3043.273824 = -908489.190837
  nChanged 22
		SP:Iteration 37Q (2618.410000 sec): 3 clusters
  Score: Raw -911535.768174 + Penalty 3043.273824 = -908492.494350
  nChanged 20
		SP:Iteration 38Q (2618.650000 sec): 3 clusters
  Score: Raw -911538.375272 + Penalty 3043.273824 = -908495.101448
  nChanged 19
		SP:Iteration 39Q (2618.930000 sec): 3 clusters
  Score: Raw -911540.997188 + Penalty 3043.273824 = -908497.723364
  nChanged 14
		SP:Iteration 40F (2619.170000 sec): 3 clusters
  Score: Raw -911543.016209 + Penalty 3043.273824 = -908499.742385
  nChanged 15
		SP:Iteration 41Q (2619.350000 sec): 3 clusters
  Score: Raw -911545.032740 + Penalty 3043.273824 = -908501.758915
  nChanged 10
		SP:Iteration 42Q (2619.550000 sec): 3 clusters
  Score: Raw -911546.260767 + Penalty 3043.273824 = -908502.986942
  nChanged 8
		SP:Iteration 43Q (2619.770000 sec): 3 clusters
  Score: Raw -911547.401425 + Penalty 3043.273824 = -908504.127601
  nChanged 5
		SP:Iteration 44Q (2620.010000 sec): 3 clusters
  Score: Raw -911547.662862 + Penalty 3043.273824 = -908504.389038
  nChanged 2
		SP:Iteration 45Q (2620.180000 sec): 3 clusters
  Score: Raw -911548.464342 + Penalty 3043.273824 = -908505.190517
  nChanged 5
		SP:Iteration 46Q (2620.380000 sec): 3 clusters
  Score: Raw -911549.420056 + Penalty 3043.273824 = -908506.146232
  nChanged 6
		SP:Iteration 47Q (2620.600000 sec): 3 clusters
  Score: Raw -911550.110951 + Penalty 3043.273824 = -908506.837126
  nChanged 3
		SP:Iteration 48Q (2620.860000 sec): 3 clusters
  Score: Raw -911550.299641 + Penalty 3043.273824 = -908507.025817
  nChanged 1
		SP:Iteration 49Q (2621.040000 sec): 3 clusters
  Score: Raw -911550.477338 + Penalty 3043.273824 = -908507.203514
  nChanged 1
		SP:Iteration 50Q (2621.340000 sec): 3 clusters
  Score: Raw -911550.512996 + Penalty 3043.273824 = -908507.239172
  nChanged 0
		SP:Iteration 51F (2621.570000 sec): 3 clusters
  Score: Raw -911550.512996 + Penalty 3043.273824 = -908507.239172
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (18935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2621.770000 sec): 2 clusters
  Score: Raw -1775675.344489 + Penalty 1600.424693 = -1774074.919796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2622.070000 sec): 3 clusters
  Score: Raw -1764504.103231 + Penalty 3200.849386 = -1761303.253845
  nChanged 8530
		SP:Iteration 1F (2622.420000 sec): 3 clusters
  Score: Raw -1770072.349854 + Penalty 3200.849386 = -1766871.500469
  nChanged 1705
		SP:Iteration 2F (2622.700000 sec): 3 clusters
  Score: Raw -1771768.495401 + Penalty 3200.849386 = -1768567.646016
  nChanged 2019
		SP:Iteration 3F (2623.060000 sec): 3 clusters
  Score: Raw -1773959.873766 + Penalty 3200.849386 = -1770759.024381
  nChanged 1837
		SP:Iteration 4F (2623.330000 sec): 3 clusters
  Score: Raw -1775553.981661 + Penalty 3200.849386 = -1772353.132275
  nChanged 1232
		SP:Iteration 5F (2623.580000 sec): 3 clusters
  Score: Raw -1776399.091960 + Penalty 3200.849386 = -1773198.242574
  nChanged 814
		SP:Iteration 6Q (2623.860000 sec): 3 clusters
  Score: Raw -1776880.397504 + Penalty 3200.849386 = -1773679.548118
  nChanged 618
		SP:Iteration 7Q (2624.190000 sec): 3 clusters
  Score: Raw -1777229.085774 + Penalty 3200.849386 = -1774028.236388
  nChanged 516
		SP:Iteration 8Q (2624.480000 sec): 3 clusters
  Score: Raw -1777513.381085 + Penalty 3200.849386 = -1774312.531699
  nChanged 455
		SP:Iteration 9Q (2624.810000 sec): 3 clusters
  Score: Raw -1777752.266494 + Penalty 3200.849386 = -1774551.417109
  nChanged 421
		SP:Iteration 10Q (2625.070000 sec): 3 clusters
  Score: Raw -1777967.085884 + Penalty 3200.849386 = -1774766.236499
  nChanged 421
		SP:Iteration 11Q (2625.320000 sec): 3 clusters
  Score: Raw -1778153.020317 + Penalty 3200.849386 = -1774952.170932
  nChanged 398
		SP:Iteration 12Q (2625.620000 sec): 3 clusters
  Score: Raw -1778315.205281 + Penalty 3200.849386 = -1775114.355896
  nChanged 396
		SP:Iteration 13Q (2625.920000 sec): 3 clusters
  Score: Raw -1778477.818427 + Penalty 3200.849386 = -1775276.969042
  nChanged 376
		SP:Iteration 14Q (2626.190000 sec): 3 clusters
  Score: Raw -1778623.896442 + Penalty 3200.849386 = -1775423.047057
  nChanged 364
		SP:Iteration 15Q (2626.510000 sec): 3 clusters
  Score: Raw -1778761.404990 + Penalty 3200.849386 = -1775560.555604
  nChanged 331
		SP:Iteration 16Q (2626.740000 sec): 3 clusters
  Score: Raw -1778891.388543 + Penalty 3200.849386 = -1775690.539158
  nChanged 332
		SP:Iteration 17Q (2627.000000 sec): 3 clusters
  Score: Raw -1779013.069681 + Penalty 3200.849386 = -1775812.220295
  nChanged 324
		SP:Iteration 18Q (2627.250000 sec): 3 clusters
  Score: Raw -1779128.818834 + Penalty 3200.849386 = -1775927.969449
  nChanged 299
		SP:Iteration 19Q (2627.510000 sec): 3 clusters
  Score: Raw -1779228.977639 + Penalty 3200.849386 = -1776028.128253
  nChanged 300
		SP:Iteration 20F (2627.770000 sec): 3 clusters
  Score: Raw -1779327.053470 + Penalty 3200.849386 = -1776126.204085
  nChanged 262
		SP:Iteration 21Q (2628.050000 sec): 3 clusters
  Score: Raw -1779406.987410 + Penalty 3200.849386 = -1776206.138024
  nChanged 233
		SP:Iteration 22Q (2628.330000 sec): 3 clusters
  Score: Raw -1779468.764341 + Penalty 3200.849386 = -1776267.914956
  nChanged 202
		SP:Iteration 23Q (2628.600000 sec): 3 clusters
  Score: Raw -1779518.240802 + Penalty 3200.849386 = -1776317.391417
  nChanged 173
		SP:Iteration 24Q (2628.910000 sec): 3 clusters
  Score: Raw -1779556.254786 + Penalty 3200.849386 = -1776355.405400
  nChanged 158
		SP:Iteration 25Q (2629.160000 sec): 3 clusters
  Score: Raw -1779588.273009 + Penalty 3200.849386 = -1776387.423623
  nChanged 134
		SP:Iteration 26Q (2629.420000 sec): 3 clusters
  Score: Raw -1779613.399923 + Penalty 3200.849386 = -1776412.550537
  nChanged 126
		SP:Iteration 27Q (2629.650000 sec): 3 clusters
  Score: Raw -1779638.866157 + Penalty 3200.849386 = -1776438.016771
  nChanged 126
		SP:Iteration 28Q (2629.890000 sec): 3 clusters
  Score: Raw -1779665.255971 + Penalty 3200.849386 = -1776464.406585
  nChanged 128
		SP:Iteration 29Q (2630.170000 sec): 3 clusters
  Score: Raw -1779690.519907 + Penalty 3200.849386 = -1776489.670521
  nChanged 105
		SP:Iteration 30Q (2630.450000 sec): 3 clusters
  Score: Raw -1779708.901259 + Penalty 3200.849386 = -1776508.051874
  nChanged 83
		SP:Iteration 31Q (2630.670000 sec): 3 clusters
  Score: Raw -1779721.378281 + Penalty 3200.849386 = -1776520.528896
  nChanged 64
		SP:Iteration 32Q (2630.980000 sec): 3 clusters
  Score: Raw -1779729.304649 + Penalty 3200.849386 = -1776528.455263
  nChanged 43
		SP:Iteration 33Q (2631.220000 sec): 3 clusters
  Score: Raw -1779735.203756 + Penalty 3200.849386 = -1776534.354370
  nChanged 41
		SP:Iteration 34Q (2631.490000 sec): 3 clusters
  Score: Raw -1779741.139721 + Penalty 3200.849386 = -1776540.290335
  nChanged 38
		SP:Iteration 35Q (2631.810000 sec): 3 clusters
  Score: Raw -1779746.410225 + Penalty 3200.849386 = -1776545.560839
  nChanged 38
		SP:Iteration 36Q (2632.050000 sec): 3 clusters
  Score: Raw -1779751.238607 + Penalty 3200.849386 = -1776550.389222
  nChanged 33
		SP:Iteration 37Q (2632.370000 sec): 3 clusters
  Score: Raw -1779754.835006 + Penalty 3200.849386 = -1776553.985620
  nChanged 27
		SP:Iteration 38Q (2632.630000 sec): 3 clusters
  Score: Raw -1779757.499332 + Penalty 3200.849386 = -1776556.649946
  nChanged 21
		SP:Iteration 39Q (2632.950000 sec): 3 clusters
  Score: Raw -1779759.416081 + Penalty 3200.849386 = -1776558.566695
  nChanged 16
		SP:Iteration 40F (2633.250000 sec): 3 clusters
  Score: Raw -1779760.865223 + Penalty 3200.849386 = -1776560.015838
  nChanged 8
		SP:Iteration 41Q (2633.510000 sec): 3 clusters
  Score: Raw -1779761.416628 + Penalty 3200.849386 = -1776560.567243
  nChanged 3
		SP:Iteration 42Q (2633.810000 sec): 3 clusters
  Score: Raw -1779761.679349 + Penalty 3200.849386 = -1776560.829963
  nChanged 4
		SP:Iteration 43Q (2634.080000 sec): 3 clusters
  Score: Raw -1779761.951272 + Penalty 3200.849386 = -1776561.101886
  nChanged 2
		SP:Iteration 44Q (2634.370000 sec): 3 clusters
  Score: Raw -1779762.124863 + Penalty 3200.849386 = -1776561.275477
  nChanged 2
		SP:Iteration 45Q (2634.670000 sec): 3 clusters
  Score: Raw -1779762.290573 + Penalty 3200.849386 = -1776561.441187
  nChanged 2
		SP:Iteration 46Q (2634.970000 sec): 3 clusters
  Score: Raw -1779762.453671 + Penalty 3200.849386 = -1776561.604285
  nChanged 1
		SP:Iteration 47Q (2635.230000 sec): 3 clusters
  Score: Raw -1779762.520318 + Penalty 3200.849386 = -1776561.670932
  nChanged 0
		SP:Iteration 48F (2635.530000 sec): 3 clusters
  Score: Raw -1779762.520318 + Penalty 3200.849386 = -1776561.670932
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (17210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2635.690000 sec): 2 clusters
  Score: Raw -1542783.519306 + Penalty 1584.902457 = -1541198.616849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2635.990000 sec): 3 clusters
  Score: Raw -1532686.402610 + Penalty 3169.804914 = -1529516.597696
  nChanged 7663
		SP:Iteration 1F (2636.270000 sec): 3 clusters
  Score: Raw -1537679.422969 + Penalty 3169.804914 = -1534509.618055
  nChanged 1633
		SP:Iteration 2F (2636.560000 sec): 3 clusters
  Score: Raw -1539141.252871 + Penalty 3169.804914 = -1535971.447957
  nChanged 1629
		SP:Iteration 3F (2636.840000 sec): 3 clusters
  Score: Raw -1540544.041662 + Penalty 3169.804914 = -1537374.236748
  nChanged 1335
		SP:Iteration 4F (2637.170000 sec): 3 clusters
  Score: Raw -1541444.142725 + Penalty 3169.804914 = -1538274.337811
  nChanged 915
		SP:Iteration 5F (2637.500000 sec): 3 clusters
  Score: Raw -1541971.839782 + Penalty 3169.804914 = -1538802.034868
  nChanged 686
		SP:Iteration 6Q (2637.760000 sec): 3 clusters
  Score: Raw -1542321.995489 + Penalty 3169.804914 = -1539152.190575
  nChanged 518
		SP:Iteration 7Q (2638.010000 sec): 3 clusters
  Score: Raw -1542574.910870 + Penalty 3169.804914 = -1539405.105956
  nChanged 466
		SP:Iteration 8Q (2638.310000 sec): 3 clusters
  Score: Raw -1542817.425778 + Penalty 3169.804914 = -1539647.620864
  nChanged 469
		SP:Iteration 9Q (2638.650000 sec): 3 clusters
  Score: Raw -1543084.646426 + Penalty 3169.804914 = -1539914.841512
  nChanged 471
		SP:Iteration 10Q (2638.910000 sec): 3 clusters
  Score: Raw -1543364.894667 + Penalty 3169.804914 = -1540195.089753
  nChanged 472
		SP:Iteration 11Q (2639.170000 sec): 3 clusters
  Score: Raw -1543605.218809 + Penalty 3169.804914 = -1540435.413895
  nChanged 424
		SP:Iteration 12Q (2639.400000 sec): 3 clusters
  Score: Raw -1543807.865402 + Penalty 3169.804914 = -1540638.060488
  nChanged 390
		SP:Iteration 13Q (2639.660000 sec): 3 clusters
  Score: Raw -1543978.332115 + Penalty 3169.804914 = -1540808.527201
  nChanged 359
		SP:Iteration 14Q (2639.910000 sec): 3 clusters
  Score: Raw -1544112.549878 + Penalty 3169.804914 = -1540942.744964
  nChanged 323
		SP:Iteration 15Q (2640.190000 sec): 3 clusters
  Score: Raw -1544227.248524 + Penalty 3169.804914 = -1541057.443610
  nChanged 325
		SP:Iteration 16Q (2640.490000 sec): 3 clusters
  Score: Raw -1544356.648010 + Penalty 3169.804914 = -1541186.843096
  nChanged 318
		SP:Iteration 17Q (2640.730000 sec): 3 clusters
  Score: Raw -1544486.296847 + Penalty 3169.804914 = -1541316.491933
  nChanged 276
		SP:Iteration 18Q (2641.000000 sec): 3 clusters
  Score: Raw -1544603.124649 + Penalty 3169.804914 = -1541433.319735
  nChanged 257
		SP:Iteration 19Q (2641.310000 sec): 3 clusters
  Score: Raw -1544710.585398 + Penalty 3169.804914 = -1541540.780484
  nChanged 221
		SP:Iteration 20F (2641.620000 sec): 3 clusters
  Score: Raw -1544796.164396 + Penalty 3169.804914 = -1541626.359482
  nChanged 198
		SP:Iteration 21Q (2641.890000 sec): 3 clusters
  Score: Raw -1544862.049115 + Penalty 3169.804914 = -1541692.244201
  nChanged 193
		SP:Iteration 22Q (2642.170000 sec): 3 clusters
  Score: Raw -1544924.797485 + Penalty 3169.804914 = -1541754.992571
  nChanged 184
		SP:Iteration 23Q (2642.440000 sec): 3 clusters
  Score: Raw -1544984.318986 + Penalty 3169.804914 = -1541814.514072
  nChanged 163
		SP:Iteration 24Q (2642.730000 sec): 3 clusters
  Score: Raw -1545031.101467 + Penalty 3169.804914 = -1541861.296553
  nChanged 118
		SP:Iteration 25Q (2642.990000 sec): 3 clusters
  Score: Raw -1545060.589320 + Penalty 3169.804914 = -1541890.784406
  nChanged 111
		SP:Iteration 26Q (2643.310000 sec): 3 clusters
  Score: Raw -1545083.802016 + Penalty 3169.804914 = -1541913.997102
  nChanged 74
		SP:Iteration 27Q (2643.590000 sec): 3 clusters
  Score: Raw -1545098.306247 + Penalty 3169.804914 = -1541928.501333
  nChanged 65
		SP:Iteration 28Q (2643.860000 sec): 3 clusters
  Score: Raw -1545109.900334 + Penalty 3169.804914 = -1541940.095420
  nChanged 63
		SP:Iteration 29Q (2644.120000 sec): 3 clusters
  Score: Raw -1545120.261501 + Penalty 3169.804914 = -1541950.456587
  nChanged 47
		SP:Iteration 30Q (2644.350000 sec): 3 clusters
  Score: Raw -1545128.179891 + Penalty 3169.804914 = -1541958.374977
  nChanged 36
		SP:Iteration 31Q (2644.630000 sec): 3 clusters
  Score: Raw -1545133.367281 + Penalty 3169.804914 = -1541963.562367
  nChanged 27
		SP:Iteration 32Q (2644.900000 sec): 3 clusters
  Score: Raw -1545137.230700 + Penalty 3169.804914 = -1541967.425786
  nChanged 25
		SP:Iteration 33Q (2645.130000 sec): 3 clusters
  Score: Raw -1545140.526562 + Penalty 3169.804914 = -1541970.721648
  nChanged 21
		SP:Iteration 34Q (2645.390000 sec): 3 clusters
  Score: Raw -1545143.615133 + Penalty 3169.804914 = -1541973.810219
  nChanged 17
		SP:Iteration 35Q (2645.670000 sec): 3 clusters
  Score: Raw -1545146.337225 + Penalty 3169.804914 = -1541976.532311
  nChanged 19
		SP:Iteration 36Q (2645.930000 sec): 3 clusters
  Score: Raw -1545149.022078 + Penalty 3169.804914 = -1541979.217164
  nChanged 21
		SP:Iteration 37Q (2646.210000 sec): 3 clusters
  Score: Raw -1545151.626367 + Penalty 3169.804914 = -1541981.821453
  nChanged 15
		SP:Iteration 38Q (2646.410000 sec): 3 clusters
  Score: Raw -1545153.378042 + Penalty 3169.804914 = -1541983.573128
  nChanged 16
		SP:Iteration 39Q (2646.730000 sec): 3 clusters
  Score: Raw -1545155.696966 + Penalty 3169.804914 = -1541985.892052
  nChanged 15
		SP:Iteration 40F (2646.950000 sec): 3 clusters
  Score: Raw -1545157.943638 + Penalty 3169.804914 = -1541988.138724
  nChanged 14
		SP:Iteration 41Q (2647.170000 sec): 3 clusters
  Score: Raw -1545160.178649 + Penalty 3169.804914 = -1541990.373735
  nChanged 13
		SP:Iteration 42Q (2647.460000 sec): 3 clusters
  Score: Raw -1545161.591066 + Penalty 3169.804914 = -1541991.786152
  nChanged 10
		SP:Iteration 43Q (2647.700000 sec): 3 clusters
  Score: Raw -1545162.707614 + Penalty 3169.804914 = -1541992.902700
  nChanged 6
		SP:Iteration 44Q (2648.020000 sec): 3 clusters
  Score: Raw -1545163.550995 + Penalty 3169.804914 = -1541993.746081
  nChanged 8
		SP:Iteration 45Q (2648.270000 sec): 3 clusters
  Score: Raw -1545164.794608 + Penalty 3169.804914 = -1541994.989694
  nChanged 11
		SP:Iteration 46Q (2648.540000 sec): 3 clusters
  Score: Raw -1545166.257739 + Penalty 3169.804914 = -1541996.452825
  nChanged 9
		SP:Iteration 47Q (2648.840000 sec): 3 clusters
  Score: Raw -1545167.271985 + Penalty 3169.804914 = -1541997.467071
  nChanged 11
		SP:Iteration 48Q (2649.110000 sec): 3 clusters
  Score: Raw -1545168.622979 + Penalty 3169.804914 = -1541998.818065
  nChanged 11
		SP:Iteration 49Q (2649.380000 sec): 3 clusters
  Score: Raw -1545169.889716 + Penalty 3169.804914 = -1542000.084802
  nChanged 13
		SP:Iteration 50Q (2649.650000 sec): 3 clusters
  Score: Raw -1545171.679028 + Penalty 3169.804914 = -1542001.874114
  nChanged 9
		SP:Iteration 51Q (2649.960000 sec): 3 clusters
  Score: Raw -1545172.755839 + Penalty 3169.804914 = -1542002.950925
  nChanged 11
		SP:Iteration 52Q (2650.210000 sec): 3 clusters
  Score: Raw -1545174.228654 + Penalty 3169.804914 = -1542004.423740
  nChanged 6
		SP:Iteration 53Q (2650.530000 sec): 3 clusters
  Score: Raw -1545174.838317 + Penalty 3169.804914 = -1542005.033403
  nChanged 6
		SP:Iteration 54Q (2650.760000 sec): 3 clusters
  Score: Raw -1545175.493403 + Penalty 3169.804914 = -1542005.688489
  nChanged 8
		SP:Iteration 55Q (2651.080000 sec): 3 clusters
  Score: Raw -1545176.344674 + Penalty 3169.804914 = -1542006.539760
  nChanged 7
		SP:Iteration 56Q (2651.380000 sec): 3 clusters
  Score: Raw -1545177.231002 + Penalty 3169.804914 = -1542007.426088
  nChanged 8
		SP:Iteration 57Q (2651.670000 sec): 3 clusters
  Score: Raw -1545178.392670 + Penalty 3169.804914 = -1542008.587756
  nChanged 9
		SP:Iteration 58Q (2651.950000 sec): 3 clusters
  Score: Raw -1545179.470894 + Penalty 3169.804914 = -1542009.665980
  nChanged 9
		SP:Iteration 59Q (2652.160000 sec): 3 clusters
  Score: Raw -1545180.463200 + Penalty 3169.804914 = -1542010.658286
  nChanged 7
		SP:Iteration 60F (2652.390000 sec): 3 clusters
  Score: Raw -1545181.135300 + Penalty 3169.804914 = -1542011.330386
  nChanged 6
		SP:Iteration 61Q (2652.650000 sec): 3 clusters
  Score: Raw -1545181.830988 + Penalty 3169.804914 = -1542012.026074
  nChanged 7
		SP:Iteration 62Q (2652.880000 sec): 3 clusters
  Score: Raw -1545182.581144 + Penalty 3169.804914 = -1542012.776230
  nChanged 5
		SP:Iteration 63Q (2653.080000 sec): 3 clusters
  Score: Raw -1545183.226762 + Penalty 3169.804914 = -1542013.421848
  nChanged 2
		SP:Iteration 64Q (2653.340000 sec): 3 clusters
  Score: Raw -1545183.419820 + Penalty 3169.804914 = -1542013.614907
  nChanged 2
		SP:Iteration 65Q (2653.540000 sec): 3 clusters
  Score: Raw -1545183.633950 + Penalty 3169.804914 = -1542013.829036
  nChanged 2
		SP:Iteration 66Q (2653.760000 sec): 3 clusters
  Score: Raw -1545183.879717 + Penalty 3169.804914 = -1542014.074803
  nChanged 2
		SP:Iteration 67Q (2654.060000 sec): 3 clusters
  Score: Raw -1545184.138463 + Penalty 3169.804914 = -1542014.333549
  nChanged 3
		SP:Iteration 68Q (2654.310000 sec): 3 clusters
  Score: Raw -1545184.577512 + Penalty 3169.804914 = -1542014.772598
  nChanged 1
		SP:Iteration 69Q (2654.530000 sec): 3 clusters
  Score: Raw -1545184.697886 + Penalty 3169.804914 = -1542014.892972
  nChanged 1
		SP:Iteration 70Q (2654.840000 sec): 3 clusters
  Score: Raw -1545184.768966 + Penalty 3169.804914 = -1542014.964052
  nChanged 0
		SP:Iteration 71F (2655.040000 sec): 3 clusters
  Score: Raw -1545184.768966 + Penalty 3169.804914 = -1542014.964052
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (32587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2655.350000 sec): 2 clusters
  Score: Raw -3064615.065977 + Penalty 1688.646166 = -3062926.419811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2655.760000 sec): 3 clusters
  Score: Raw -3044287.496328 + Penalty 3377.292332 = -3040910.203995
  nChanged 15143
		SP:Iteration 1F (2656.190000 sec): 3 clusters
  Score: Raw -3053377.580176 + Penalty 3377.292332 = -3050000.287844
  nChanged 1971
		SP:Iteration 2F (2656.640000 sec): 3 clusters
  Score: Raw -3054329.598767 + Penalty 3377.292332 = -3050952.306435
  nChanged 1981
		SP:Iteration 3F (2656.970000 sec): 3 clusters
  Score: Raw -3055478.939076 + Penalty 3377.292332 = -3052101.646744
  nChanged 2107
		SP:Iteration 4F (2657.320000 sec): 3 clusters
  Score: Raw -3056744.831576 + Penalty 3377.292332 = -3053367.539244
  nChanged 2049
		SP:Iteration 5F (2657.760000 sec): 3 clusters
  Score: Raw -3057893.074314 + Penalty 3377.292332 = -3054515.781982
  nChanged 1881
		SP:Iteration 6F (2658.070000 sec): 3 clusters
  Score: Raw -3058774.770167 + Penalty 3377.292332 = -3055397.477835
  nChanged 1471
		SP:Iteration 7Q (2658.520000 sec): 3 clusters
  Score: Raw -3059367.704958 + Penalty 3377.292332 = -3055990.412626
  nChanged 1194
		SP:Iteration 8Q (2658.900000 sec): 3 clusters
  Score: Raw -3059792.248387 + Penalty 3377.292332 = -3056414.956055
  nChanged 970
		SP:Iteration 9Q (2659.230000 sec): 3 clusters
  Score: Raw -3060089.095118 + Penalty 3377.292332 = -3056711.802785
  nChanged 788
		SP:Iteration 10Q (2659.640000 sec): 3 clusters
  Score: Raw -3060307.166530 + Penalty 3377.292332 = -3056929.874197
  nChanged 628
		SP:Iteration 11Q (2660.000000 sec): 3 clusters
  Score: Raw -3060470.641625 + Penalty 3377.292332 = -3057093.349293
  nChanged 596
		SP:Iteration 12Q (2660.390000 sec): 3 clusters
  Score: Raw -3060630.024047 + Penalty 3377.292332 = -3057252.731715
  nChanged 617
		SP:Iteration 13Q (2660.710000 sec): 3 clusters
  Score: Raw -3060804.792806 + Penalty 3377.292332 = -3057427.500474
  nChanged 644
		SP:Iteration 14Q (2661.110000 sec): 3 clusters
  Score: Raw -3060996.136198 + Penalty 3377.292332 = -3057618.843866
  nChanged 663
		SP:Iteration 15Q (2661.510000 sec): 3 clusters
  Score: Raw -3061186.695992 + Penalty 3377.292332 = -3057809.403660
  nChanged 625
		SP:Iteration 16Q (2661.940000 sec): 3 clusters
  Score: Raw -3061364.945095 + Penalty 3377.292332 = -3057987.652762
  nChanged 592
		SP:Iteration 17Q (2662.390000 sec): 3 clusters
  Score: Raw -3061561.781755 + Penalty 3377.292332 = -3058184.489422
  nChanged 603
		SP:Iteration 18Q (2662.840000 sec): 3 clusters
  Score: Raw -3061772.127483 + Penalty 3377.292332 = -3058394.835151
  nChanged 602
		SP:Iteration 19Q (2663.210000 sec): 3 clusters
  Score: Raw -3061989.796466 + Penalty 3377.292332 = -3058612.504133
  nChanged 605
		SP:Iteration 20F (2663.560000 sec): 3 clusters
  Score: Raw -3062216.420836 + Penalty 3377.292332 = -3058839.128504
  nChanged 583
		SP:Iteration 21Q (2663.970000 sec): 3 clusters
  Score: Raw -3062430.628693 + Penalty 3377.292332 = -3059053.336361
  nChanged 557
		SP:Iteration 22Q (2664.360000 sec): 3 clusters
  Score: Raw -3062658.998902 + Penalty 3377.292332 = -3059281.706570
  nChanged 591
		SP:Iteration 23Q (2664.710000 sec): 3 clusters
  Score: Raw -3062937.902222 + Penalty 3377.292332 = -3059560.609890
  nChanged 619
		SP:Iteration 24Q (2665.120000 sec): 3 clusters
  Score: Raw -3063257.826398 + Penalty 3377.292332 = -3059880.534066
  nChanged 596
		SP:Iteration 25Q (2665.510000 sec): 3 clusters
  Score: Raw -3063588.722119 + Penalty 3377.292332 = -3060211.429787
  nChanged 561
		SP:Iteration 26Q (2665.850000 sec): 3 clusters
  Score: Raw -3063904.008809 + Penalty 3377.292332 = -3060526.716477
  nChanged 495
		SP:Iteration 27Q (2666.220000 sec): 3 clusters
  Score: Raw -3064188.102477 + Penalty 3377.292332 = -3060810.810145
  nChanged 428
		SP:Iteration 28Q (2666.600000 sec): 3 clusters
  Score: Raw -3064423.077168 + Penalty 3377.292332 = -3061045.784836
  nChanged 385
		SP:Iteration 29Q (2666.950000 sec): 3 clusters
  Score: Raw -3064684.032405 + Penalty 3377.292332 = -3061306.740072
  nChanged 381
		SP:Iteration 30Q (2667.330000 sec): 3 clusters
  Score: Raw -3064993.628938 + Penalty 3377.292332 = -3061616.336606
  nChanged 365
		SP:Iteration 31Q (2667.730000 sec): 3 clusters
  Score: Raw -3065395.719266 + Penalty 3377.292332 = -3062018.426933
  nChanged 375
		SP:Iteration 32Q (2668.150000 sec): 3 clusters
  Score: Raw -3065806.553848 + Penalty 3377.292332 = -3062429.261516
  nChanged 342
		SP:Iteration 33Q (2668.590000 sec): 3 clusters
  Score: Raw -3066089.499609 + Penalty 3377.292332 = -3062712.207277
  nChanged 297
		SP:Iteration 34Q (2668.990000 sec): 3 clusters
  Score: Raw -3066248.851390 + Penalty 3377.292332 = -3062871.559058
  nChanged 244
		SP:Iteration 35Q (2669.290000 sec): 3 clusters
  Score: Raw -3066334.119420 + Penalty 3377.292332 = -3062956.827088
  nChanged 189
		SP:Iteration 36Q (2669.690000 sec): 3 clusters
  Score: Raw -3066392.938160 + Penalty 3377.292332 = -3063015.645827
  nChanged 172
		SP:Iteration 37Q (2670.070000 sec): 3 clusters
  Score: Raw -3066446.490813 + Penalty 3377.292332 = -3063069.198481
  nChanged 166
		SP:Iteration 38Q (2670.400000 sec): 3 clusters
  Score: Raw -3066493.860335 + Penalty 3377.292332 = -3063116.568003
  nChanged 136
		SP:Iteration 39Q (2670.760000 sec): 3 clusters
  Score: Raw -3066527.700883 + Penalty 3377.292332 = -3063150.408551
  nChanged 124
		SP:Iteration 40F (2671.120000 sec): 3 clusters
  Score: Raw -3066554.136298 + Penalty 3377.292332 = -3063176.843966
  nChanged 102
		SP:Iteration 41Q (2671.480000 sec): 3 clusters
  Score: Raw -3066574.405300 + Penalty 3377.292332 = -3063197.112967
  nChanged 88
		SP:Iteration 42Q (2671.790000 sec): 3 clusters
  Score: Raw -3066588.044854 + Penalty 3377.292332 = -3063210.752521
  nChanged 74
		SP:Iteration 43Q (2672.150000 sec): 3 clusters
  Score: Raw -3066597.894048 + Penalty 3377.292332 = -3063220.601715
  nChanged 64
		SP:Iteration 44Q (2672.470000 sec): 3 clusters
  Score: Raw -3066607.970791 + Penalty 3377.292332 = -3063230.678458
  nChanged 59
		SP:Iteration 45Q (2672.850000 sec): 3 clusters
  Score: Raw -3066615.763055 + Penalty 3377.292332 = -3063238.470723
  nChanged 52
		SP:Iteration 46Q (2673.170000 sec): 3 clusters
  Score: Raw -3066622.603414 + Penalty 3377.292332 = -3063245.311082
  nChanged 49
		SP:Iteration 47Q (2673.600000 sec): 3 clusters
  Score: Raw -3066628.701752 + Penalty 3377.292332 = -3063251.409420
  nChanged 38
		SP:Iteration 48Q (2673.980000 sec): 3 clusters
  Score: Raw -3066632.518555 + Penalty 3377.292332 = -3063255.226223
  nChanged 34
		SP:Iteration 49Q (2674.380000 sec): 3 clusters
  Score: Raw -3066636.213030 + Penalty 3377.292332 = -3063258.920698
  nChanged 35
		SP:Iteration 50Q (2674.760000 sec): 3 clusters
  Score: Raw -3066639.999374 + Penalty 3377.292332 = -3063262.707041
  nChanged 31
		SP:Iteration 51Q (2675.150000 sec): 3 clusters
  Score: Raw -3066643.366668 + Penalty 3377.292332 = -3063266.074336
  nChanged 31
		SP:Iteration 52Q (2675.490000 sec): 3 clusters
  Score: Raw -3066646.262522 + Penalty 3377.292332 = -3063268.970189
  nChanged 28
		SP:Iteration 53Q (2675.820000 sec): 3 clusters
  Score: Raw -3066648.795360 + Penalty 3377.292332 = -3063271.503028
  nChanged 23
		SP:Iteration 54Q (2676.130000 sec): 3 clusters
  Score: Raw -3066651.005853 + Penalty 3377.292332 = -3063273.713521
  nChanged 20
		SP:Iteration 55Q (2676.510000 sec): 3 clusters
  Score: Raw -3066653.063307 + Penalty 3377.292332 = -3063275.770974
  nChanged 19
		SP:Iteration 56Q (2676.830000 sec): 3 clusters
  Score: Raw -3066654.561764 + Penalty 3377.292332 = -3063277.269431
  nChanged 15
		SP:Iteration 57Q (2677.140000 sec): 3 clusters
  Score: Raw -3066655.894620 + Penalty 3377.292332 = -3063278.602288
  nChanged 15
		SP:Iteration 58Q (2677.510000 sec): 3 clusters
  Score: Raw -3066657.074268 + Penalty 3377.292332 = -3063279.781936
  nChanged 12
		SP:Iteration 59Q (2677.830000 sec): 3 clusters
  Score: Raw -3066657.888492 + Penalty 3377.292332 = -3063280.596160
  nChanged 9
		SP:Iteration 60F (2678.170000 sec): 3 clusters
  Score: Raw -3066658.462796 + Penalty 3377.292332 = -3063281.170464
  nChanged 7
		SP:Iteration 61Q (2678.500000 sec): 3 clusters
  Score: Raw -3066658.870360 + Penalty 3377.292332 = -3063281.578027
  nChanged 8
		SP:Iteration 62Q (2678.830000 sec): 3 clusters
  Score: Raw -3066659.440180 + Penalty 3377.292332 = -3063282.147848
  nChanged 6
		SP:Iteration 63Q (2679.230000 sec): 3 clusters
  Score: Raw -3066659.876542 + Penalty 3377.292332 = -3063282.584209
  nChanged 4
		SP:Iteration 64Q (2679.640000 sec): 3 clusters
  Score: Raw -3066660.076148 + Penalty 3377.292332 = -3063282.783816
  nChanged 3
		SP:Iteration 65Q (2680.030000 sec): 3 clusters
  Score: Raw -3066660.279789 + Penalty 3377.292332 = -3063282.987456
  nChanged 1
		SP:Iteration 66Q (2680.430000 sec): 3 clusters
  Score: Raw -3066660.322321 + Penalty 3377.292332 = -3063283.029989
  nChanged 0
		SP:Iteration 67F (2680.890000 sec): 3 clusters
  Score: Raw -3066660.322321 + Penalty 3377.292332 = -3063283.029989
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (8600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2680.970000 sec): 2 clusters
  Score: Raw -647763.702620 + Penalty 1472.171591 = -646291.531029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2681.150000 sec): 3 clusters
  Score: Raw -643116.714527 + Penalty 2944.343182 = -640172.371346
  nChanged 3713
		SP:Iteration 1F (2681.390000 sec): 3 clusters
  Score: Raw -646117.372725 + Penalty 2944.343182 = -643173.029543
  nChanged 921
		SP:Iteration 2F (2681.600000 sec): 3 clusters
  Score: Raw -647412.918449 + Penalty 2944.343182 = -644468.575267
  nChanged 975
		SP:Iteration 3F (2681.820000 sec): 3 clusters
  Score: Raw -649138.799659 + Penalty 2944.343182 = -646194.456478
  nChanged 887
		SP:Iteration 4F (2682.090000 sec): 3 clusters
  Score: Raw -650776.531230 + Penalty 2944.343182 = -647832.188048
  nChanged 633
		SP:Iteration 5F (2682.290000 sec): 3 clusters
  Score: Raw -651794.832933 + Penalty 2944.343182 = -648850.489751
  nChanged 395
		SP:Iteration 6Q (2682.540000 sec): 3 clusters
  Score: Raw -652188.560559 + Penalty 2944.343182 = -649244.217377
  nChanged 179
		SP:Iteration 7Q (2682.730000 sec): 3 clusters
  Score: Raw -652278.389265 + Penalty 2944.343182 = -649334.046084
  nChanged 89
		SP:Iteration 8Q (2682.970000 sec): 3 clusters
  Score: Raw -652305.475394 + Penalty 2944.343182 = -649361.132213
  nChanged 45
		SP:Iteration 9Q (2683.150000 sec): 3 clusters
  Score: Raw -652317.175008 + Penalty 2944.343182 = -649372.831827
  nChanged 17
		SP:Iteration 10Q (2683.380000 sec): 3 clusters
  Score: Raw -652320.139777 + Penalty 2944.343182 = -649375.796595
  nChanged 14
		SP:Iteration 11Q (2683.620000 sec): 3 clusters
  Score: Raw -652323.246296 + Penalty 2944.343182 = -649378.903115
  nChanged 11
		SP:Iteration 12Q (2683.790000 sec): 3 clusters
  Score: Raw -652325.403820 + Penalty 2944.343182 = -649381.060638
  nChanged 9
		SP:Iteration 13Q (2683.990000 sec): 3 clusters
  Score: Raw -652327.135798 + Penalty 2944.343182 = -649382.792616
  nChanged 9
		SP:Iteration 14Q (2684.220000 sec): 3 clusters
  Score: Raw -652329.364966 + Penalty 2944.343182 = -649385.021784
  nChanged 10
		SP:Iteration 15Q (2684.450000 sec): 3 clusters
  Score: Raw -652332.297493 + Penalty 2944.343182 = -649387.954312
  nChanged 9
		SP:Iteration 16Q (2684.590000 sec): 3 clusters
  Score: Raw -652333.877311 + Penalty 2944.343182 = -649389.534129
  nChanged 7
		SP:Iteration 17Q (2684.770000 sec): 3 clusters
  Score: Raw -652336.505375 + Penalty 2944.343182 = -649392.162193
  nChanged 10
		SP:Iteration 18Q (2685.000000 sec): 3 clusters
  Score: Raw -652340.409246 + Penalty 2944.343182 = -649396.066064
  nChanged 17
		SP:Iteration 19Q (2685.190000 sec): 3 clusters
  Score: Raw -652344.852517 + Penalty 2944.343182 = -649400.509336
  nChanged 13
		SP:Iteration 20F (2685.410000 sec): 3 clusters
  Score: Raw -652350.864462 + Penalty 2944.343182 = -649406.521280
  nChanged 24
		SP:Iteration 21Q (2685.630000 sec): 3 clusters
  Score: Raw -652363.847698 + Penalty 2944.343182 = -649419.504516
  nChanged 29
		SP:Iteration 22Q (2685.780000 sec): 3 clusters
  Score: Raw -652381.289221 + Penalty 2944.343182 = -649436.946039
  nChanged 32
		SP:Iteration 23Q (2685.980000 sec): 3 clusters
  Score: Raw -652403.011241 + Penalty 2944.343182 = -649458.668059
  nChanged 34
		SP:Iteration 24Q (2686.150000 sec): 3 clusters
  Score: Raw -652427.025988 + Penalty 2944.343182 = -649482.682807
  nChanged 26
		SP:Iteration 25Q (2686.310000 sec): 3 clusters
  Score: Raw -652443.778442 + Penalty 2944.343182 = -649499.435260
  nChanged 30
		SP:Iteration 26Q (2686.470000 sec): 3 clusters
  Score: Raw -652469.665016 + Penalty 2944.343182 = -649525.321834
  nChanged 43
		SP:Iteration 27Q (2686.740000 sec): 3 clusters
  Score: Raw -652531.604423 + Penalty 2944.343182 = -649587.261241
  nChanged 60
		SP:Iteration 28Q (2686.910000 sec): 3 clusters
  Score: Raw -652666.346434 + Penalty 2944.343182 = -649722.003252
  nChanged 71
		SP:Iteration 29Q (2687.080000 sec): 3 clusters
  Score: Raw -652871.844703 + Penalty 2944.343182 = -649927.501521
  nChanged 87
		SP:Iteration 30Q (2687.260000 sec): 3 clusters
  Score: Raw -653071.900362 + Penalty 2944.343182 = -650127.557180
  nChanged 79
		SP:Iteration 31Q (2687.440000 sec): 3 clusters
  Score: Raw -653139.617072 + Penalty 2944.343182 = -650195.273890
  nChanged 42
		SP:Iteration 32Q (2687.610000 sec): 3 clusters
  Score: Raw -653160.209839 + Penalty 2944.343182 = -650215.866657
  nChanged 37
		SP:Iteration 33Q (2687.790000 sec): 3 clusters
  Score: Raw -653173.247254 + Penalty 2944.343182 = -650228.904073
  nChanged 27
		SP:Iteration 34Q (2687.970000 sec): 3 clusters
  Score: Raw -653181.535500 + Penalty 2944.343182 = -650237.192318
  nChanged 19
		SP:Iteration 35Q (2688.150000 sec): 3 clusters
  Score: Raw -653186.339183 + Penalty 2944.343182 = -650241.996001
  nChanged 16
		SP:Iteration 36Q (2688.320000 sec): 3 clusters
  Score: Raw -653191.095989 + Penalty 2944.343182 = -650246.752807
  nChanged 15
		SP:Iteration 37Q (2688.540000 sec): 3 clusters
  Score: Raw -653195.267084 + Penalty 2944.343182 = -650250.923903
  nChanged 14
		SP:Iteration 38Q (2688.790000 sec): 3 clusters
  Score: Raw -653198.185687 + Penalty 2944.343182 = -650253.842505
  nChanged 12
		SP:Iteration 39Q (2688.980000 sec): 3 clusters
  Score: Raw -653200.098068 + Penalty 2944.343182 = -650255.754887
  nChanged 8
		SP:Iteration 40F (2689.180000 sec): 3 clusters
  Score: Raw -653201.892400 + Penalty 2944.343182 = -650257.549218
  nChanged 5
		SP:Iteration 41Q (2689.380000 sec): 3 clusters
  Score: Raw -653202.934487 + Penalty 2944.343182 = -650258.591306
  nChanged 3
		SP:Iteration 42Q (2689.590000 sec): 3 clusters
  Score: Raw -653203.452899 + Penalty 2944.343182 = -650259.109717
  nChanged 0
		SP:Iteration 43F (2689.760000 sec): 3 clusters
  Score: Raw -653203.452899 + Penalty 2944.343182 = -650259.109717
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2689.880000 sec): 2 clusters
  Score: Raw -209534.039155 + Penalty 1295.805659 = -208238.233497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2690.080000 sec): 3 clusters
  Score: Raw -208242.722135 + Penalty 2591.611318 = -205651.110818
  nChanged 1137
		SP:Iteration 1F (2690.240000 sec): 3 clusters
  Score: Raw -209735.601974 + Penalty 2591.611318 = -207143.990657
  nChanged 425
		SP:Iteration 2F (2690.400000 sec): 3 clusters
  Score: Raw -210630.615173 + Penalty 2591.611318 = -208039.003855
  nChanged 275
		SP:Iteration 3F (2690.530000 sec): 3 clusters
  Score: Raw -211062.207479 + Penalty 2591.611318 = -208470.596161
  nChanged 148
		SP:Iteration 4F (2690.660000 sec): 3 clusters
  Score: Raw -211240.399070 + Penalty 2591.611318 = -208648.787753
  nChanged 94
		SP:Iteration 5Q (2690.790000 sec): 3 clusters
  Score: Raw -211327.596136 + Penalty 2591.611318 = -208735.984818
  nChanged 76
		SP:Iteration 6Q (2690.980000 sec): 3 clusters
  Score: Raw -211390.416728 + Penalty 2591.611318 = -208798.805411
  nChanged 52
		SP:Iteration 7Q (2691.180000 sec): 3 clusters
  Score: Raw -211431.429286 + Penalty 2591.611318 = -208839.817968
  nChanged 30
		SP:Iteration 8Q (2691.340000 sec): 3 clusters
  Score: Raw -211452.631810 + Penalty 2591.611318 = -208861.020493
  nChanged 21
		SP:Iteration 9Q (2691.450000 sec): 3 clusters
  Score: Raw -211466.043680 + Penalty 2591.611318 = -208874.432363
  nChanged 18
		SP:Iteration 10Q (2691.630000 sec): 3 clusters
  Score: Raw -211472.307660 + Penalty 2591.611318 = -208880.696342
  nChanged 9
		SP:Iteration 11Q (2691.720000 sec): 3 clusters
  Score: Raw -211474.212629 + Penalty 2591.611318 = -208882.601312
  nChanged 6
		SP:Iteration 12Q (2691.900000 sec): 3 clusters
  Score: Raw -211475.903189 + Penalty 2591.611318 = -208884.291871
  nChanged 2
		SP:Iteration 13Q (2692.040000 sec): 3 clusters
  Score: Raw -211477.147264 + Penalty 2591.611318 = -208885.535946
  nChanged 6
		SP:Iteration 14Q (2692.210000 sec): 3 clusters
  Score: Raw -211478.819818 + Penalty 2591.611318 = -208887.208500
  nChanged 9
		SP:Iteration 15Q (2692.450000 sec): 3 clusters
  Score: Raw -211484.802737 + Penalty 2591.611318 = -208893.191420
  nChanged 9
		SP:Iteration 16Q (2692.600000 sec): 3 clusters
  Score: Raw -211488.597550 + Penalty 2591.611318 = -208896.986233
  nChanged 4
		SP:Iteration 17Q (2692.750000 sec): 3 clusters
  Score: Raw -211490.715076 + Penalty 2591.611318 = -208899.103758
  nChanged 1
		SP:Iteration 18Q (2692.910000 sec): 3 clusters
  Score: Raw -211490.953602 + Penalty 2591.611318 = -208899.342284
  nChanged 2
		SP:Iteration 19Q (2693.020000 sec): 3 clusters
  Score: Raw -211491.852218 + Penalty 2591.611318 = -208900.240901
  nChanged 1
		SP:Iteration 20F (2693.190000 sec): 3 clusters
  Score: Raw -211492.062813 + Penalty 2591.611318 = -208900.451495
  nChanged 1
		SP:Iteration 21Q (2693.390000 sec): 3 clusters
  Score: Raw -211493.204540 + Penalty 2591.611318 = -208901.593222
  nChanged 6
		SP:Iteration 22Q (2693.530000 sec): 3 clusters
  Score: Raw -211498.201286 + Penalty 2591.611318 = -208906.589969
  nChanged 5
		SP:Iteration 23Q (2693.710000 sec): 3 clusters
  Score: Raw -211499.391439 + Penalty 2591.611318 = -208907.780121
  nChanged 4
		SP:Iteration 24Q (2693.840000 sec): 3 clusters
  Score: Raw -211502.418346 + Penalty 2591.611318 = -208910.807028
  nChanged 6
		SP:Iteration 25Q (2693.970000 sec): 3 clusters
  Score: Raw -211507.351099 + Penalty 2591.611318 = -208915.739782
  nChanged 6
		SP:Iteration 26Q (2694.130000 sec): 3 clusters
  Score: Raw -211509.041305 + Penalty 2591.611318 = -208917.429988
  nChanged 2
		SP:Iteration 27Q (2694.310000 sec): 3 clusters
  Score: Raw -211509.512364 + Penalty 2591.611318 = -208917.901047
  nChanged 1
		SP:Iteration 28Q (2694.460000 sec): 3 clusters
  Score: Raw -211510.085859 + Penalty 2591.611318 = -208918.474542
  nChanged 1
		SP:Iteration 29Q (2694.620000 sec): 3 clusters
  Score: Raw -211510.206511 + Penalty 2591.611318 = -208918.595193
  nChanged 0
		SP:Iteration 30F (2694.780000 sec): 3 clusters
  Score: Raw -211510.206511 + Penalty 2591.611318 = -208918.595193
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (12595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2694.930000 sec): 2 clusters
  Score: Raw -1179994.903748 + Penalty 1534.171468 = -1178460.732279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2695.170000 sec): 3 clusters
  Score: Raw -1172791.108967 + Penalty 3068.342936 = -1169722.766030
  nChanged 5499
		SP:Iteration 1F (2695.440000 sec): 3 clusters
  Score: Raw -1176059.912360 + Penalty 3068.342936 = -1172991.569424
  nChanged 1126
		SP:Iteration 2F (2695.710000 sec): 3 clusters
  Score: Raw -1177131.361202 + Penalty 3068.342936 = -1174063.018265
  nChanged 1404
		SP:Iteration 3F (2695.970000 sec): 3 clusters
  Score: Raw -1179031.175507 + Penalty 3068.342936 = -1175962.832571
  nChanged 1418
		SP:Iteration 4F (2696.240000 sec): 3 clusters
  Score: Raw -1180781.585317 + Penalty 3068.342936 = -1177713.242381
  nChanged 1040
		SP:Iteration 5F (2696.480000 sec): 3 clusters
  Score: Raw -1181801.355283 + Penalty 3068.342936 = -1178733.012347
  nChanged 676
		SP:Iteration 6F (2696.740000 sec): 3 clusters
  Score: Raw -1182358.362264 + Penalty 3068.342936 = -1179290.019328
  nChanged 453
		SP:Iteration 7Q (2697.060000 sec): 3 clusters
  Score: Raw -1182737.748552 + Penalty 3068.342936 = -1179669.405616
  nChanged 374
		SP:Iteration 8Q (2697.330000 sec): 3 clusters
  Score: Raw -1182997.818516 + Penalty 3068.342936 = -1179929.475580
  nChanged 308
		SP:Iteration 9Q (2697.610000 sec): 3 clusters
  Score: Raw -1183186.096527 + Penalty 3068.342936 = -1180117.753591
  nChanged 281
		SP:Iteration 10Q (2697.860000 sec): 3 clusters
  Score: Raw -1183340.996694 + Penalty 3068.342936 = -1180272.653758
  nChanged 272
		SP:Iteration 11Q (2698.090000 sec): 3 clusters
  Score: Raw -1183492.918023 + Penalty 3068.342936 = -1180424.575087
  nChanged 266
		SP:Iteration 12Q (2698.350000 sec): 3 clusters
  Score: Raw -1183639.266159 + Penalty 3068.342936 = -1180570.923222
  nChanged 221
		SP:Iteration 13Q (2698.600000 sec): 3 clusters
  Score: Raw -1183736.062720 + Penalty 3068.342936 = -1180667.719784
  nChanged 195
		SP:Iteration 14Q (2698.850000 sec): 3 clusters
  Score: Raw -1183803.468150 + Penalty 3068.342936 = -1180735.125214
  nChanged 188
		SP:Iteration 15Q (2699.130000 sec): 3 clusters
  Score: Raw -1183860.568517 + Penalty 3068.342936 = -1180792.225581
  nChanged 167
		SP:Iteration 16Q (2699.350000 sec): 3 clusters
  Score: Raw -1183907.415895 + Penalty 3068.342936 = -1180839.072959
  nChanged 153
		SP:Iteration 17Q (2699.590000 sec): 3 clusters
  Score: Raw -1183947.334916 + Penalty 3068.342936 = -1180878.991980
  nChanged 132
		SP:Iteration 18Q (2699.820000 sec): 3 clusters
  Score: Raw -1183980.243428 + Penalty 3068.342936 = -1180911.900491
  nChanged 119
		SP:Iteration 19Q (2700.060000 sec): 3 clusters
  Score: Raw -1184009.041201 + Penalty 3068.342936 = -1180940.698264
  nChanged 130
		SP:Iteration 20F (2700.300000 sec): 3 clusters
  Score: Raw -1184037.352149 + Penalty 3068.342936 = -1180969.009213
  nChanged 94
		SP:Iteration 21Q (2700.540000 sec): 3 clusters
  Score: Raw -1184055.769796 + Penalty 3068.342936 = -1180987.426860
  nChanged 82
		SP:Iteration 22Q (2700.770000 sec): 3 clusters
  Score: Raw -1184071.210640 + Penalty 3068.342936 = -1181002.867703
  nChanged 74
		SP:Iteration 23Q (2701.020000 sec): 3 clusters
  Score: Raw -1184084.952751 + Penalty 3068.342936 = -1181016.609815
  nChanged 57
		SP:Iteration 24Q (2701.270000 sec): 3 clusters
  Score: Raw -1184093.228557 + Penalty 3068.342936 = -1181024.885621
  nChanged 39
		SP:Iteration 25Q (2701.510000 sec): 3 clusters
  Score: Raw -1184098.861369 + Penalty 3068.342936 = -1181030.518433
  nChanged 33
		SP:Iteration 26Q (2701.740000 sec): 3 clusters
  Score: Raw -1184102.285044 + Penalty 3068.342936 = -1181033.942108
  nChanged 29
		SP:Iteration 27Q (2702.000000 sec): 3 clusters
  Score: Raw -1184106.342883 + Penalty 3068.342936 = -1181037.999946
  nChanged 35
		SP:Iteration 28Q (2702.270000 sec): 3 clusters
  Score: Raw -1184111.852375 + Penalty 3068.342936 = -1181043.509438
  nChanged 31
		SP:Iteration 29Q (2702.530000 sec): 3 clusters
  Score: Raw -1184116.490988 + Penalty 3068.342936 = -1181048.148052
  nChanged 27
		SP:Iteration 30Q (2702.760000 sec): 3 clusters
  Score: Raw -1184120.124783 + Penalty 3068.342936 = -1181051.781847
  nChanged 25
		SP:Iteration 31Q (2703.020000 sec): 3 clusters
  Score: Raw -1184123.447323 + Penalty 3068.342936 = -1181055.104387
  nChanged 29
		SP:Iteration 32Q (2703.270000 sec): 3 clusters
  Score: Raw -1184127.616385 + Penalty 3068.342936 = -1181059.273449
  nChanged 25
		SP:Iteration 33Q (2703.530000 sec): 3 clusters
  Score: Raw -1184131.123550 + Penalty 3068.342936 = -1181062.780614
  nChanged 25
		SP:Iteration 34Q (2703.780000 sec): 3 clusters
  Score: Raw -1184134.873944 + Penalty 3068.342936 = -1181066.531008
  nChanged 21
		SP:Iteration 35Q (2704.030000 sec): 3 clusters
  Score: Raw -1184137.413180 + Penalty 3068.342936 = -1181069.070244
  nChanged 14
		SP:Iteration 36Q (2704.280000 sec): 3 clusters
  Score: Raw -1184139.108308 + Penalty 3068.342936 = -1181070.765372
  nChanged 14
		SP:Iteration 37Q (2704.510000 sec): 3 clusters
  Score: Raw -1184141.073334 + Penalty 3068.342936 = -1181072.730398
  nChanged 12
		SP:Iteration 38Q (2704.730000 sec): 3 clusters
  Score: Raw -1184142.378075 + Penalty 3068.342936 = -1181074.035139
  nChanged 11
		SP:Iteration 39Q (2704.940000 sec): 3 clusters
  Score: Raw -1184143.739996 + Penalty 3068.342936 = -1181075.397060
  nChanged 8
		SP:Iteration 40F (2705.130000 sec): 3 clusters
  Score: Raw -1184144.720252 + Penalty 3068.342936 = -1181076.377315
  nChanged 10
		SP:Iteration 41Q (2705.370000 sec): 3 clusters
  Score: Raw -1184145.937134 + Penalty 3068.342936 = -1181077.594198
  nChanged 6
		SP:Iteration 42Q (2705.580000 sec): 3 clusters
  Score: Raw -1184146.407505 + Penalty 3068.342936 = -1181078.064569
  nChanged 2
		SP:Iteration 43Q (2705.820000 sec): 3 clusters
  Score: Raw -1184146.570664 + Penalty 3068.342936 = -1181078.227727
  nChanged 0
		SP:Iteration 44F (2706.120000 sec): 3 clusters
  Score: Raw -1184146.570664 + Penalty 3068.342936 = -1181078.227727
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (13129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2706.280000 sec): 2 clusters
  Score: Raw -836407.515203 + Penalty 1540.919055 = -834866.596148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2706.530000 sec): 3 clusters
  Score: Raw -828965.812410 + Penalty 3081.838111 = -825883.974299
  nChanged 5870
		SP:Iteration 1F (2706.740000 sec): 3 clusters
  Score: Raw -835611.005446 + Penalty 3081.838111 = -832529.167335
  nChanged 1846
		SP:Iteration 2F (2707.010000 sec): 3 clusters
  Score: Raw -837925.401858 + Penalty 3081.838111 = -834843.563747
  nChanged 1080
		SP:Iteration 3F (2707.190000 sec): 3 clusters
  Score: Raw -838734.013055 + Penalty 3081.838111 = -835652.174944
  nChanged 630
		SP:Iteration 4Q (2707.420000 sec): 3 clusters
  Score: Raw -839079.238807 + Penalty 3081.838111 = -835997.400696
  nChanged 386
		SP:Iteration 5Q (2707.620000 sec): 3 clusters
  Score: Raw -839277.442827 + Penalty 3081.838111 = -836195.604716
  nChanged 305
		SP:Iteration 6Q (2707.890000 sec): 3 clusters
  Score: Raw -839435.699608 + Penalty 3081.838111 = -836353.861497
  nChanged 278
		SP:Iteration 7Q (2708.150000 sec): 3 clusters
  Score: Raw -839594.414192 + Penalty 3081.838111 = -836512.576081
  nChanged 271
		SP:Iteration 8Q (2708.410000 sec): 3 clusters
  Score: Raw -839744.672397 + Penalty 3081.838111 = -836662.834286
  nChanged 253
		SP:Iteration 9Q (2708.700000 sec): 3 clusters
  Score: Raw -839875.083180 + Penalty 3081.838111 = -836793.245069
  nChanged 253
		SP:Iteration 10Q (2708.970000 sec): 3 clusters
  Score: Raw -839997.511316 + Penalty 3081.838111 = -836915.673205
  nChanged 249
		SP:Iteration 11Q (2709.200000 sec): 3 clusters
  Score: Raw -840107.341897 + Penalty 3081.838111 = -837025.503786
  nChanged 216
		SP:Iteration 12Q (2709.470000 sec): 3 clusters
  Score: Raw -840191.530744 + Penalty 3081.838111 = -837109.692633
  nChanged 196
		SP:Iteration 13Q (2709.730000 sec): 3 clusters
  Score: Raw -840259.933457 + Penalty 3081.838111 = -837178.095346
  nChanged 169
		SP:Iteration 14Q (2709.920000 sec): 3 clusters
  Score: Raw -840315.759064 + Penalty 3081.838111 = -837233.920953
  nChanged 143
		SP:Iteration 15Q (2710.170000 sec): 3 clusters
  Score: Raw -840364.217034 + Penalty 3081.838111 = -837282.378923
  nChanged 133
		SP:Iteration 16Q (2710.410000 sec): 3 clusters
  Score: Raw -840420.125882 + Penalty 3081.838111 = -837338.287771
  nChanged 140
		SP:Iteration 17Q (2710.700000 sec): 3 clusters
  Score: Raw -840471.192606 + Penalty 3081.838111 = -837389.354495
  nChanged 131
		SP:Iteration 18Q (2710.960000 sec): 3 clusters
  Score: Raw -840520.092694 + Penalty 3081.838111 = -837438.254583
  nChanged 134
		SP:Iteration 19Q (2711.130000 sec): 3 clusters
  Score: Raw -840575.110269 + Penalty 3081.838111 = -837493.272158
  nChanged 148
		SP:Iteration 20F (2711.380000 sec): 3 clusters
  Score: Raw -840658.529374 + Penalty 3081.838111 = -837576.691263
  nChanged 171
		SP:Iteration 21Q (2711.640000 sec): 3 clusters
  Score: Raw -840750.438195 + Penalty 3081.838111 = -837668.600084
  nChanged 195
		SP:Iteration 22Q (2711.900000 sec): 3 clusters
  Score: Raw -840854.158911 + Penalty 3081.838111 = -837772.320800
  nChanged 181
		SP:Iteration 23Q (2712.120000 sec): 3 clusters
  Score: Raw -840944.873608 + Penalty 3081.838111 = -837863.035497
  nChanged 164
		SP:Iteration 24Q (2712.360000 sec): 3 clusters
  Score: Raw -841015.304917 + Penalty 3081.838111 = -837933.466806
  nChanged 150
		SP:Iteration 25Q (2712.600000 sec): 3 clusters
  Score: Raw -841080.438746 + Penalty 3081.838111 = -837998.600635
  nChanged 137
		SP:Iteration 26Q (2712.860000 sec): 3 clusters
  Score: Raw -841134.599228 + Penalty 3081.838111 = -838052.761117
  nChanged 126
		SP:Iteration 27Q (2713.100000 sec): 3 clusters
  Score: Raw -841179.732689 + Penalty 3081.838111 = -838097.894578
  nChanged 117
		SP:Iteration 28Q (2713.290000 sec): 3 clusters
  Score: Raw -841216.430649 + Penalty 3081.838111 = -838134.592538
  nChanged 102
		SP:Iteration 29Q (2713.550000 sec): 3 clusters
  Score: Raw -841248.190665 + Penalty 3081.838111 = -838166.352554
  nChanged 86
		SP:Iteration 30Q (2713.830000 sec): 3 clusters
  Score: Raw -841266.738539 + Penalty 3081.838111 = -838184.900428
  nChanged 63
		SP:Iteration 31Q (2714.100000 sec): 3 clusters
  Score: Raw -841288.358751 + Penalty 3081.838111 = -838206.520640
  nChanged 73
		SP:Iteration 32Q (2714.310000 sec): 3 clusters
  Score: Raw -841320.819928 + Penalty 3081.838111 = -838238.981817
  nChanged 70
		SP:Iteration 33Q (2714.540000 sec): 3 clusters
  Score: Raw -841344.697770 + Penalty 3081.838111 = -838262.859659
  nChanged 74
		SP:Iteration 34Q (2714.830000 sec): 3 clusters
  Score: Raw -841367.216771 + Penalty 3081.838111 = -838285.378660
  nChanged 79
		SP:Iteration 35Q (2715.010000 sec): 3 clusters
  Score: Raw -841388.257424 + Penalty 3081.838111 = -838306.419314
  nChanged 68
		SP:Iteration 36Q (2715.260000 sec): 3 clusters
  Score: Raw -841401.640723 + Penalty 3081.838111 = -838319.802612
  nChanged 36
		SP:Iteration 37Q (2715.520000 sec): 3 clusters
  Score: Raw -841407.447529 + Penalty 3081.838111 = -838325.609418
  nChanged 37
		SP:Iteration 38Q (2715.760000 sec): 3 clusters
  Score: Raw -841414.872477 + Penalty 3081.838111 = -838333.034366
  nChanged 41
		SP:Iteration 39Q (2716.040000 sec): 3 clusters
  Score: Raw -841422.218587 + Penalty 3081.838111 = -838340.380476
  nChanged 30
		SP:Iteration 40F (2716.280000 sec): 3 clusters
  Score: Raw -841430.744690 + Penalty 3081.838111 = -838348.906579
  nChanged 24
		SP:Iteration 41Q (2716.520000 sec): 3 clusters
  Score: Raw -841437.557285 + Penalty 3081.838111 = -838355.719174
  nChanged 31
		SP:Iteration 42Q (2716.760000 sec): 3 clusters
  Score: Raw -841443.243072 + Penalty 3081.838111 = -838361.404961
  nChanged 28
		SP:Iteration 43Q (2717.010000 sec): 3 clusters
  Score: Raw -841446.996963 + Penalty 3081.838111 = -838365.158852
  nChanged 19
		SP:Iteration 44Q (2717.250000 sec): 3 clusters
  Score: Raw -841450.053150 + Penalty 3081.838111 = -838368.215039
  nChanged 15
		SP:Iteration 45Q (2717.510000 sec): 3 clusters
  Score: Raw -841451.210266 + Penalty 3081.838111 = -838369.372155
  nChanged 9
		SP:Iteration 46Q (2717.780000 sec): 3 clusters
  Score: Raw -841452.874049 + Penalty 3081.838111 = -838371.035938
  nChanged 9
		SP:Iteration 47Q (2718.020000 sec): 3 clusters
  Score: Raw -841453.685698 + Penalty 3081.838111 = -838371.847587
  nChanged 8
		SP:Iteration 48Q (2718.300000 sec): 3 clusters
  Score: Raw -841454.565237 + Penalty 3081.838111 = -838372.727126
  nChanged 7
		SP:Iteration 49Q (2718.610000 sec): 3 clusters
  Score: Raw -841455.285521 + Penalty 3081.838111 = -838373.447410
  nChanged 6
		SP:Iteration 50Q (2718.860000 sec): 3 clusters
  Score: Raw -841455.869880 + Penalty 3081.838111 = -838374.031769
  nChanged 3
		SP:Iteration 51Q (2719.120000 sec): 3 clusters
  Score: Raw -841456.031513 + Penalty 3081.838111 = -838374.193402
  nChanged 1
		SP:Iteration 52Q (2719.410000 sec): 3 clusters
  Score: Raw -841456.101989 + Penalty 3081.838111 = -838374.263878
  nChanged 1
		SP:Iteration 53Q (2719.620000 sec): 3 clusters
  Score: Raw -841456.166304 + Penalty 3081.838111 = -838374.328194
  nChanged 3
		SP:Iteration 54Q (2719.860000 sec): 3 clusters
  Score: Raw -841456.404397 + Penalty 3081.838111 = -838374.566286
  nChanged 3
		SP:Iteration 55Q (2720.120000 sec): 3 clusters
  Score: Raw -841456.596264 + Penalty 3081.838111 = -838374.758153
  nChanged 3
		SP:Iteration 56Q (2720.350000 sec): 3 clusters
  Score: Raw -841456.842460 + Penalty 3081.838111 = -838375.004349
  nChanged 3
		SP:Iteration 57Q (2720.570000 sec): 3 clusters
  Score: Raw -841456.997476 + Penalty 3081.838111 = -838375.159365
  nChanged 1
		SP:Iteration 58Q (2720.820000 sec): 3 clusters
  Score: Raw -841457.022884 + Penalty 3081.838111 = -838375.184773
  nChanged 0
		SP:Iteration 59F (2721.010000 sec): 3 clusters
  Score: Raw -841457.022884 + Penalty 3081.838111 = -838375.184773
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (13456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2721.160000 sec): 2 clusters
  Score: Raw -1028678.037517 + Penalty 1544.916812 = -1027133.120705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2721.460000 sec): 3 clusters
  Score: Raw -1020859.669269 + Penalty 3089.833624 = -1017769.835644
  nChanged 5938
		SP:Iteration 1F (2721.660000 sec): 3 clusters
  Score: Raw -1024985.965418 + Penalty 3089.833624 = -1021896.131794
  nChanged 1298
		SP:Iteration 2F (2721.870000 sec): 3 clusters
  Score: Raw -1026294.231814 + Penalty 3089.833624 = -1023204.398190
  nChanged 1327
		SP:Iteration 3F (2722.100000 sec): 3 clusters
  Score: Raw -1027603.641119 + Penalty 3089.833624 = -1024513.807495
  nChanged 1063
		SP:Iteration 4F (2722.380000 sec): 3 clusters
  Score: Raw -1028427.976792 + Penalty 3089.833624 = -1025338.143168
  nChanged 737
		SP:Iteration 5F (2722.610000 sec): 3 clusters
  Score: Raw -1028901.581976 + Penalty 3089.833624 = -1025811.748351
  nChanged 546
		SP:Iteration 6Q (2722.850000 sec): 3 clusters
  Score: Raw -1029166.993355 + Penalty 3089.833624 = -1026077.159730
  nChanged 389
		SP:Iteration 7Q (2723.090000 sec): 3 clusters
  Score: Raw -1029319.883053 + Penalty 3089.833624 = -1026230.049429
  nChanged 303
		SP:Iteration 8Q (2723.350000 sec): 3 clusters
  Score: Raw -1029420.211937 + Penalty 3089.833624 = -1026330.378313
  nChanged 230
		SP:Iteration 9Q (2723.610000 sec): 3 clusters
  Score: Raw -1029494.546928 + Penalty 3089.833624 = -1026404.713303
  nChanged 190
		SP:Iteration 10Q (2723.870000 sec): 3 clusters
  Score: Raw -1029554.579630 + Penalty 3089.833624 = -1026464.746005
  nChanged 181
		SP:Iteration 11Q (2724.170000 sec): 3 clusters
  Score: Raw -1029602.698973 + Penalty 3089.833624 = -1026512.865349
  nChanged 166
		SP:Iteration 12Q (2724.430000 sec): 3 clusters
  Score: Raw -1029657.033813 + Penalty 3089.833624 = -1026567.200189
  nChanged 173
		SP:Iteration 13Q (2724.750000 sec): 3 clusters
  Score: Raw -1029711.626114 + Penalty 3089.833624 = -1026621.792490
  nChanged 175
		SP:Iteration 14Q (2725.030000 sec): 3 clusters
  Score: Raw -1029767.967438 + Penalty 3089.833624 = -1026678.133814
  nChanged 171
		SP:Iteration 15Q (2725.240000 sec): 3 clusters
  Score: Raw -1029814.867831 + Penalty 3089.833624 = -1026725.034207
  nChanged 153
		SP:Iteration 16Q (2725.490000 sec): 3 clusters
  Score: Raw -1029856.820317 + Penalty 3089.833624 = -1026766.986693
  nChanged 160
		SP:Iteration 17Q (2725.770000 sec): 3 clusters
  Score: Raw -1029902.838779 + Penalty 3089.833624 = -1026813.005155
  nChanged 159
		SP:Iteration 18Q (2726.000000 sec): 3 clusters
  Score: Raw -1029947.586209 + Penalty 3089.833624 = -1026857.752585
  nChanged 145
		SP:Iteration 19Q (2726.290000 sec): 3 clusters
  Score: Raw -1029990.679761 + Penalty 3089.833624 = -1026900.846137
  nChanged 156
		SP:Iteration 20F (2726.560000 sec): 3 clusters
  Score: Raw -1030042.842671 + Penalty 3089.833624 = -1026953.009047
  nChanged 171
		SP:Iteration 21Q (2726.870000 sec): 3 clusters
  Score: Raw -1030096.804879 + Penalty 3089.833624 = -1027006.971255
  nChanged 153
		SP:Iteration 22Q (2727.110000 sec): 3 clusters
  Score: Raw -1030146.994628 + Penalty 3089.833624 = -1027057.161004
  nChanged 147
		SP:Iteration 23Q (2727.370000 sec): 3 clusters
  Score: Raw -1030186.589157 + Penalty 3089.833624 = -1027096.755533
  nChanged 125
		SP:Iteration 24Q (2727.630000 sec): 3 clusters
  Score: Raw -1030219.866940 + Penalty 3089.833624 = -1027130.033316
  nChanged 126
		SP:Iteration 25Q (2727.870000 sec): 3 clusters
  Score: Raw -1030262.441033 + Penalty 3089.833624 = -1027172.607409
  nChanged 134
		SP:Iteration 26Q (2728.080000 sec): 3 clusters
  Score: Raw -1030299.044460 + Penalty 3089.833624 = -1027209.210836
  nChanged 137
		SP:Iteration 27Q (2728.320000 sec): 3 clusters
  Score: Raw -1030335.559103 + Penalty 3089.833624 = -1027245.725479
  nChanged 120
		SP:Iteration 28Q (2728.640000 sec): 3 clusters
  Score: Raw -1030363.863987 + Penalty 3089.833624 = -1027274.030363
  nChanged 111
		SP:Iteration 29Q (2728.850000 sec): 3 clusters
  Score: Raw -1030392.018263 + Penalty 3089.833624 = -1027302.184639
  nChanged 125
		SP:Iteration 30Q (2729.070000 sec): 3 clusters
  Score: Raw -1030421.138300 + Penalty 3089.833624 = -1027331.304676
  nChanged 120
		SP:Iteration 31Q (2729.330000 sec): 3 clusters
  Score: Raw -1030452.265030 + Penalty 3089.833624 = -1027362.431406
  nChanged 110
		SP:Iteration 32Q (2729.560000 sec): 3 clusters
  Score: Raw -1030480.688345 + Penalty 3089.833624 = -1027390.854721
  nChanged 110
		SP:Iteration 33Q (2729.830000 sec): 3 clusters
  Score: Raw -1030508.112958 + Penalty 3089.833624 = -1027418.279334
  nChanged 116
		SP:Iteration 34Q (2730.060000 sec): 3 clusters
  Score: Raw -1030539.077509 + Penalty 3089.833624 = -1027449.243885
  nChanged 104
		SP:Iteration 35Q (2730.280000 sec): 3 clusters
  Score: Raw -1030574.664523 + Penalty 3089.833624 = -1027484.830898
  nChanged 112
		SP:Iteration 36Q (2730.500000 sec): 3 clusters
  Score: Raw -1030627.223338 + Penalty 3089.833624 = -1027537.389713
  nChanged 125
		SP:Iteration 37Q (2730.730000 sec): 3 clusters
  Score: Raw -1030701.080435 + Penalty 3089.833624 = -1027611.246810
  nChanged 136
		SP:Iteration 38Q (2730.970000 sec): 3 clusters
  Score: Raw -1030785.459847 + Penalty 3089.833624 = -1027695.626223
  nChanged 145
		SP:Iteration 39Q (2731.210000 sec): 3 clusters
  Score: Raw -1030898.627596 + Penalty 3089.833624 = -1027808.793972
  nChanged 138
		SP:Iteration 40F (2731.430000 sec): 3 clusters
  Score: Raw -1031042.412559 + Penalty 3089.833624 = -1027952.578935
  nChanged 149
		SP:Iteration 41Q (2731.650000 sec): 3 clusters
  Score: Raw -1031182.286476 + Penalty 3089.833624 = -1028092.452852
  nChanged 158
		SP:Iteration 42Q (2731.860000 sec): 3 clusters
  Score: Raw -1031284.749711 + Penalty 3089.833624 = -1028194.916087
  nChanged 148
		SP:Iteration 43Q (2732.070000 sec): 3 clusters
  Score: Raw -1031363.281607 + Penalty 3089.833624 = -1028273.447983
  nChanged 123
		SP:Iteration 44Q (2732.280000 sec): 3 clusters
  Score: Raw -1031406.596184 + Penalty 3089.833624 = -1028316.762559
  nChanged 94
		SP:Iteration 45Q (2732.570000 sec): 3 clusters
  Score: Raw -1031434.927611 + Penalty 3089.833624 = -1028345.093987
  nChanged 75
		SP:Iteration 46Q (2732.770000 sec): 3 clusters
  Score: Raw -1031452.795861 + Penalty 3089.833624 = -1028362.962237
  nChanged 60
		SP:Iteration 47Q (2732.990000 sec): 3 clusters
  Score: Raw -1031466.496845 + Penalty 3089.833624 = -1028376.663220
  nChanged 50
		SP:Iteration 48Q (2733.260000 sec): 3 clusters
  Score: Raw -1031476.685307 + Penalty 3089.833624 = -1028386.851683
  nChanged 39
		SP:Iteration 49Q (2733.470000 sec): 3 clusters
  Score: Raw -1031482.844789 + Penalty 3089.833624 = -1028393.011164
  nChanged 32
		SP:Iteration 50Q (2733.750000 sec): 3 clusters
  Score: Raw -1031487.984556 + Penalty 3089.833624 = -1028398.150932
  nChanged 33
		SP:Iteration 51Q (2733.960000 sec): 3 clusters
  Score: Raw -1031493.652681 + Penalty 3089.833624 = -1028403.819057
  nChanged 28
		SP:Iteration 52Q (2734.190000 sec): 3 clusters
  Score: Raw -1031498.549895 + Penalty 3089.833624 = -1028408.716271
  nChanged 23
		SP:Iteration 53Q (2734.420000 sec): 3 clusters
  Score: Raw -1031503.653676 + Penalty 3089.833624 = -1028413.820052
  nChanged 19
		SP:Iteration 54Q (2734.630000 sec): 3 clusters
  Score: Raw -1031507.128735 + Penalty 3089.833624 = -1028417.295111
  nChanged 17
		SP:Iteration 55Q (2734.860000 sec): 3 clusters
  Score: Raw -1031509.751553 + Penalty 3089.833624 = -1028419.917929
  nChanged 11
		SP:Iteration 56Q (2735.110000 sec): 3 clusters
  Score: Raw -1031510.828160 + Penalty 3089.833624 = -1028420.994536
  nChanged 6
		SP:Iteration 57Q (2735.300000 sec): 3 clusters
  Score: Raw -1031511.282742 + Penalty 3089.833624 = -1028421.449118
  nChanged 7
		SP:Iteration 58Q (2735.560000 sec): 3 clusters
  Score: Raw -1031512.182312 + Penalty 3089.833624 = -1028422.348688
  nChanged 9
		SP:Iteration 59Q (2735.780000 sec): 3 clusters
  Score: Raw -1031513.360494 + Penalty 3089.833624 = -1028423.526870
  nChanged 4
		SP:Iteration 60F (2736.060000 sec): 3 clusters
  Score: Raw -1031513.574866 + Penalty 3089.833624 = -1028423.741242
  nChanged 6
		SP:Iteration 61Q (2736.320000 sec): 3 clusters
  Score: Raw -1031514.525391 + Penalty 3089.833624 = -1028424.691767
  nChanged 9
		SP:Iteration 62Q (2736.540000 sec): 3 clusters
  Score: Raw -1031515.421285 + Penalty 3089.833624 = -1028425.587660
  nChanged 8
		SP:Iteration 63Q (2736.720000 sec): 3 clusters
  Score: Raw -1031516.288467 + Penalty 3089.833624 = -1028426.454843
  nChanged 6
		SP:Iteration 64Q (2736.970000 sec): 3 clusters
  Score: Raw -1031517.124378 + Penalty 3089.833624 = -1028427.290753
  nChanged 8
		SP:Iteration 65Q (2737.180000 sec): 3 clusters
  Score: Raw -1031518.496221 + Penalty 3089.833624 = -1028428.662597
  nChanged 11
		SP:Iteration 66Q (2737.420000 sec): 3 clusters
  Score: Raw -1031519.675427 + Penalty 3089.833624 = -1028429.841803
  nChanged 11
		SP:Iteration 67Q (2737.680000 sec): 3 clusters
  Score: Raw -1031520.536511 + Penalty 3089.833624 = -1028430.702887
  nChanged 8
		SP:Iteration 68Q (2737.840000 sec): 3 clusters
  Score: Raw -1031521.610938 + Penalty 3089.833624 = -1028431.777313
  nChanged 9
		SP:Iteration 69Q (2738.140000 sec): 3 clusters
  Score: Raw -1031522.551505 + Penalty 3089.833624 = -1028432.717881
  nChanged 5
		SP:Iteration 70Q (2738.360000 sec): 3 clusters
  Score: Raw -1031522.857524 + Penalty 3089.833624 = -1028433.023900
  nChanged 3
		SP:Iteration 71Q (2738.640000 sec): 3 clusters
  Score: Raw -1031523.300706 + Penalty 3089.833624 = -1028433.467082
  nChanged 3
		SP:Iteration 72Q (2738.900000 sec): 3 clusters
  Score: Raw -1031523.684367 + Penalty 3089.833624 = -1028433.850743
  nChanged 3
		SP:Iteration 73Q (2739.080000 sec): 3 clusters
  Score: Raw -1031523.980383 + Penalty 3089.833624 = -1028434.146759
  nChanged 1
		SP:Iteration 74Q (2739.260000 sec): 3 clusters
  Score: Raw -1031524.103609 + Penalty 3089.833624 = -1028434.269985
  nChanged 2
		SP:Iteration 75Q (2739.520000 sec): 3 clusters
  Score: Raw -1031524.296548 + Penalty 3089.833624 = -1028434.462924
  nChanged 0
		SP:Iteration 76F (2739.740000 sec): 3 clusters
  Score: Raw -1031524.296548 + Penalty 3089.833624 = -1028434.462924
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (15156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2739.930000 sec): 2 clusters
  Score: Raw -1245011.335461 + Penalty 1564.249663 = -1243447.085798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2740.170000 sec): 3 clusters
  Score: Raw -1236156.888042 + Penalty 3128.499326 = -1233028.388716
  nChanged 6801
		SP:Iteration 1F (2740.440000 sec): 3 clusters
  Score: Raw -1241447.439553 + Penalty 3128.499326 = -1238318.940227
  nChanged 1720
		SP:Iteration 2F (2740.650000 sec): 3 clusters
  Score: Raw -1244372.161303 + Penalty 3128.499326 = -1241243.661978
  nChanged 1746
		SP:Iteration 3F (2740.910000 sec): 3 clusters
  Score: Raw -1247245.800357 + Penalty 3128.499326 = -1244117.301031
  nChanged 1510
		SP:Iteration 4F (2741.170000 sec): 3 clusters
  Score: Raw -1249204.038072 + Penalty 3128.499326 = -1246075.538746
  nChanged 1135
		SP:Iteration 5F (2741.420000 sec): 3 clusters
  Score: Raw -1250408.078219 + Penalty 3128.499326 = -1247279.578893
  nChanged 845
		SP:Iteration 6F (2741.670000 sec): 3 clusters
  Score: Raw -1251151.171012 + Penalty 3128.499326 = -1248022.671686
  nChanged 599
		SP:Iteration 7Q (2741.890000 sec): 3 clusters
  Score: Raw -1251575.149636 + Penalty 3128.499326 = -1248446.650310
  nChanged 399
		SP:Iteration 8Q (2742.150000 sec): 3 clusters
  Score: Raw -1251785.267626 + Penalty 3128.499326 = -1248656.768300
  nChanged 248
		SP:Iteration 9Q (2742.390000 sec): 3 clusters
  Score: Raw -1251892.896539 + Penalty 3128.499326 = -1248764.397213
  nChanged 204
		SP:Iteration 10Q (2742.620000 sec): 3 clusters
  Score: Raw -1251982.855843 + Penalty 3128.499326 = -1248854.356517
  nChanged 173
		SP:Iteration 11Q (2742.820000 sec): 3 clusters
  Score: Raw -1252039.703401 + Penalty 3128.499326 = -1248911.204075
  nChanged 126
		SP:Iteration 12Q (2743.060000 sec): 3 clusters
  Score: Raw -1252063.337644 + Penalty 3128.499326 = -1248934.838318
  nChanged 75
		SP:Iteration 13Q (2743.260000 sec): 3 clusters
  Score: Raw -1252077.221043 + Penalty 3128.499326 = -1248948.721717
  nChanged 54
		SP:Iteration 14Q (2743.460000 sec): 3 clusters
  Score: Raw -1252088.251252 + Penalty 3128.499326 = -1248959.751926
  nChanged 54
		SP:Iteration 15Q (2743.690000 sec): 3 clusters
  Score: Raw -1252098.611919 + Penalty 3128.499326 = -1248970.112593
  nChanged 51
		SP:Iteration 16Q (2743.880000 sec): 3 clusters
  Score: Raw -1252107.817215 + Penalty 3128.499326 = -1248979.317889
  nChanged 44
		SP:Iteration 17Q (2744.090000 sec): 3 clusters
  Score: Raw -1252114.342648 + Penalty 3128.499326 = -1248985.843322
  nChanged 42
		SP:Iteration 18Q (2744.300000 sec): 3 clusters
  Score: Raw -1252120.379486 + Penalty 3128.499326 = -1248991.880160
  nChanged 39
		SP:Iteration 19Q (2744.560000 sec): 3 clusters
  Score: Raw -1252123.997673 + Penalty 3128.499326 = -1248995.498347
  nChanged 31
		SP:Iteration 20F (2744.760000 sec): 3 clusters
  Score: Raw -1252126.914820 + Penalty 3128.499326 = -1248998.415494
  nChanged 23
		SP:Iteration 21Q (2744.940000 sec): 3 clusters
  Score: Raw -1252129.124773 + Penalty 3128.499326 = -1249000.625447
  nChanged 17
		SP:Iteration 22Q (2745.240000 sec): 3 clusters
  Score: Raw -1252130.500732 + Penalty 3128.499326 = -1249002.001406
  nChanged 13
		SP:Iteration 23Q (2745.460000 sec): 3 clusters
  Score: Raw -1252131.605826 + Penalty 3128.499326 = -1249003.106500
  nChanged 15
		SP:Iteration 24Q (2745.780000 sec): 3 clusters
  Score: Raw -1252132.733968 + Penalty 3128.499326 = -1249004.234643
  nChanged 15
		SP:Iteration 25Q (2746.020000 sec): 3 clusters
  Score: Raw -1252133.991635 + Penalty 3128.499326 = -1249005.492309
  nChanged 12
		SP:Iteration 26Q (2746.200000 sec): 3 clusters
  Score: Raw -1252134.951986 + Penalty 3128.499326 = -1249006.452660
  nChanged 14
		SP:Iteration 27Q (2746.400000 sec): 3 clusters
  Score: Raw -1252136.314339 + Penalty 3128.499326 = -1249007.815013
  nChanged 16
		SP:Iteration 28Q (2746.650000 sec): 3 clusters
  Score: Raw -1252137.514288 + Penalty 3128.499326 = -1249009.014962
  nChanged 17
		SP:Iteration 29Q (2746.880000 sec): 3 clusters
  Score: Raw -1252138.585622 + Penalty 3128.499326 = -1249010.086296
  nChanged 12
		SP:Iteration 30Q (2747.120000 sec): 3 clusters
  Score: Raw -1252139.122811 + Penalty 3128.499326 = -1249010.623485
  nChanged 7
		SP:Iteration 31Q (2747.370000 sec): 3 clusters
  Score: Raw -1252139.644970 + Penalty 3128.499326 = -1249011.145644
  nChanged 6
		SP:Iteration 32Q (2747.590000 sec): 3 clusters
  Score: Raw -1252139.957277 + Penalty 3128.499326 = -1249011.457951
  nChanged 2
		SP:Iteration 33Q (2747.810000 sec): 3 clusters
  Score: Raw -1252140.004669 + Penalty 3128.499326 = -1249011.505343
  nChanged 0
		SP:Iteration 34F (2748.040000 sec): 3 clusters
  Score: Raw -1252140.004669 + Penalty 3128.499326 = -1249011.505343
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (11779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2748.140000 sec): 2 clusters
  Score: Raw -974291.858205 + Penalty 1523.286954 = -972768.571250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2748.370000 sec): 3 clusters
  Score: Raw -967635.340812 + Penalty 3046.573908 = -964588.766904
  nChanged 5176
		SP:Iteration 1F (2748.550000 sec): 3 clusters
  Score: Raw -972046.970336 + Penalty 3046.573908 = -969000.396427
  nChanged 1397
		SP:Iteration 2F (2748.780000 sec): 3 clusters
  Score: Raw -974624.048488 + Penalty 3046.573908 = -971577.474580
  nChanged 1325
		SP:Iteration 3F (2749.000000 sec): 3 clusters
  Score: Raw -976575.812051 + Penalty 3046.573908 = -973529.238143
  nChanged 982
		SP:Iteration 4F (2749.190000 sec): 3 clusters
  Score: Raw -977537.980025 + Penalty 3046.573908 = -974491.406117
  nChanged 552
		SP:Iteration 5Q (2749.430000 sec): 3 clusters
  Score: Raw -977875.648957 + Penalty 3046.573908 = -974829.075049
  nChanged 311
		SP:Iteration 6Q (2749.690000 sec): 3 clusters
  Score: Raw -978025.165281 + Penalty 3046.573908 = -974978.591373
  nChanged 180
		SP:Iteration 7Q (2749.870000 sec): 3 clusters
  Score: Raw -978097.953850 + Penalty 3046.573908 = -975051.379941
  nChanged 122
		SP:Iteration 8Q (2750.070000 sec): 3 clusters
  Score: Raw -978133.994641 + Penalty 3046.573908 = -975087.420733
  nChanged 75
		SP:Iteration 9Q (2750.250000 sec): 3 clusters
  Score: Raw -978152.454826 + Penalty 3046.573908 = -975105.880917
  nChanged 60
		SP:Iteration 10Q (2750.510000 sec): 3 clusters
  Score: Raw -978163.923734 + Penalty 3046.573908 = -975117.349826
  nChanged 42
		SP:Iteration 11Q (2750.730000 sec): 3 clusters
  Score: Raw -978173.663580 + Penalty 3046.573908 = -975127.089672
  nChanged 43
		SP:Iteration 12Q (2750.930000 sec): 3 clusters
  Score: Raw -978182.805050 + Penalty 3046.573908 = -975136.231141
  nChanged 36
		SP:Iteration 13Q (2751.200000 sec): 3 clusters
  Score: Raw -978191.065176 + Penalty 3046.573908 = -975144.491268
  nChanged 37
		SP:Iteration 14Q (2751.400000 sec): 3 clusters
  Score: Raw -978198.108121 + Penalty 3046.573908 = -975151.534212
  nChanged 34
		SP:Iteration 15Q (2751.610000 sec): 3 clusters
  Score: Raw -978204.995270 + Penalty 3046.573908 = -975158.421362
  nChanged 31
		SP:Iteration 16Q (2751.790000 sec): 3 clusters
  Score: Raw -978210.753897 + Penalty 3046.573908 = -975164.179988
  nChanged 30
		SP:Iteration 17Q (2751.970000 sec): 3 clusters
  Score: Raw -978216.365439 + Penalty 3046.573908 = -975169.791531
  nChanged 20
		SP:Iteration 18Q (2752.160000 sec): 3 clusters
  Score: Raw -978220.043814 + Penalty 3046.573908 = -975173.469906
  nChanged 29
		SP:Iteration 19Q (2752.360000 sec): 3 clusters
  Score: Raw -978225.392534 + Penalty 3046.573908 = -975178.818626
  nChanged 31
		SP:Iteration 20F (2752.570000 sec): 3 clusters
  Score: Raw -978230.471815 + Penalty 3046.573908 = -975183.897907
  nChanged 29
		SP:Iteration 21Q (2752.820000 sec): 3 clusters
  Score: Raw -978236.584112 + Penalty 3046.573908 = -975190.010204
  nChanged 27
		SP:Iteration 22Q (2752.980000 sec): 3 clusters
  Score: Raw -978242.244878 + Penalty 3046.573908 = -975195.670970
  nChanged 31
		SP:Iteration 23Q (2753.130000 sec): 3 clusters
  Score: Raw -978249.813718 + Penalty 3046.573908 = -975203.239809
  nChanged 27
		SP:Iteration 24Q (2753.340000 sec): 3 clusters
  Score: Raw -978255.758776 + Penalty 3046.573908 = -975209.184868
  nChanged 27
		SP:Iteration 25Q (2753.580000 sec): 3 clusters
  Score: Raw -978260.699694 + Penalty 3046.573908 = -975214.125786
  nChanged 29
		SP:Iteration 26Q (2753.760000 sec): 3 clusters
  Score: Raw -978267.570531 + Penalty 3046.573908 = -975220.996623
  nChanged 31
		SP:Iteration 27Q (2753.920000 sec): 3 clusters
  Score: Raw -978273.834166 + Penalty 3046.573908 = -975227.260257
  nChanged 30
		SP:Iteration 28Q (2754.140000 sec): 3 clusters
  Score: Raw -978278.829053 + Penalty 3046.573908 = -975232.255145
  nChanged 33
		SP:Iteration 29Q (2754.380000 sec): 3 clusters
  Score: Raw -978285.355732 + Penalty 3046.573908 = -975238.781824
  nChanged 31
		SP:Iteration 30Q (2754.560000 sec): 3 clusters
  Score: Raw -978291.045355 + Penalty 3046.573908 = -975244.471447
  nChanged 25
		SP:Iteration 31Q (2754.800000 sec): 3 clusters
  Score: Raw -978294.474196 + Penalty 3046.573908 = -975247.900288
  nChanged 19
		SP:Iteration 32Q (2755.000000 sec): 3 clusters
  Score: Raw -978297.077595 + Penalty 3046.573908 = -975250.503686
  nChanged 12
		SP:Iteration 33Q (2755.230000 sec): 3 clusters
  Score: Raw -978299.429274 + Penalty 3046.573908 = -975252.855365
  nChanged 16
		SP:Iteration 34Q (2755.410000 sec): 3 clusters
  Score: Raw -978301.901998 + Penalty 3046.573908 = -975255.328089
  nChanged 13
		SP:Iteration 35Q (2755.640000 sec): 3 clusters
  Score: Raw -978303.434778 + Penalty 3046.573908 = -975256.860870
  nChanged 10
		SP:Iteration 36Q (2755.840000 sec): 3 clusters
  Score: Raw -978304.320433 + Penalty 3046.573908 = -975257.746525
  nChanged 7
		SP:Iteration 37Q (2756.090000 sec): 3 clusters
  Score: Raw -978304.949649 + Penalty 3046.573908 = -975258.375741
  nChanged 6
		SP:Iteration 38Q (2756.300000 sec): 3 clusters
  Score: Raw -978305.412144 + Penalty 3046.573908 = -975258.838236
  nChanged 4
		SP:Iteration 39Q (2756.550000 sec): 3 clusters
  Score: Raw -978306.202992 + Penalty 3046.573908 = -975259.629084
  nChanged 8
		SP:Iteration 40F (2756.720000 sec): 3 clusters
  Score: Raw -978307.302128 + Penalty 3046.573908 = -975260.728220
  nChanged 5
		SP:Iteration 41Q (2756.960000 sec): 3 clusters
  Score: Raw -978308.040071 + Penalty 3046.573908 = -975261.466163
  nChanged 5
		SP:Iteration 42Q (2757.190000 sec): 3 clusters
  Score: Raw -978308.809061 + Penalty 3046.573908 = -975262.235153
  nChanged 3
		SP:Iteration 43Q (2757.410000 sec): 3 clusters
  Score: Raw -978309.104509 + Penalty 3046.573908 = -975262.530601
  nChanged 2
		SP:Iteration 44Q (2757.650000 sec): 3 clusters
  Score: Raw -978309.295326 + Penalty 3046.573908 = -975262.721418
  nChanged 0
		SP:Iteration 45F (2757.820000 sec): 3 clusters
  Score: Raw -978309.295326 + Penalty 3046.573908 = -975262.721418
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (23456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2758.070000 sec): 2 clusters
  Score: Raw -1987036.505208 + Penalty 1635.218261 = -1985401.286948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2758.390000 sec): 3 clusters
  Score: Raw -1972777.306117 + Penalty 3270.436522 = -1969506.869595
  nChanged 10630
		SP:Iteration 1F (2758.660000 sec): 3 clusters
  Score: Raw -1979253.606858 + Penalty 3270.436522 = -1975983.170336
  nChanged 1820
		SP:Iteration 2F (2758.990000 sec): 3 clusters
  Score: Raw -1980676.980514 + Penalty 3270.436522 = -1977406.543992
  nChanged 2019
		SP:Iteration 3F (2759.290000 sec): 3 clusters
  Score: Raw -1982553.556070 + Penalty 3270.436522 = -1979283.119549
  nChanged 1997
		SP:Iteration 4F (2759.550000 sec): 3 clusters
  Score: Raw -1984526.928234 + Penalty 3270.436522 = -1981256.491713
  nChanged 1760
		SP:Iteration 5F (2759.840000 sec): 3 clusters
  Score: Raw -1986090.883010 + Penalty 3270.436522 = -1982820.446489
  nChanged 1321
		SP:Iteration 6F (2760.140000 sec): 3 clusters
  Score: Raw -1986961.914224 + Penalty 3270.436522 = -1983691.477703
  nChanged 860
		SP:Iteration 7Q (2760.430000 sec): 3 clusters
  Score: Raw -1987357.757260 + Penalty 3270.436522 = -1984087.320738
  nChanged 550
		SP:Iteration 8Q (2760.770000 sec): 3 clusters
  Score: Raw -1987564.644682 + Penalty 3270.436522 = -1984294.208160
  nChanged 387
		SP:Iteration 9Q (2761.060000 sec): 3 clusters
  Score: Raw -1987687.763876 + Penalty 3270.436522 = -1984417.327354
  nChanged 312
		SP:Iteration 10Q (2761.430000 sec): 3 clusters
  Score: Raw -1987782.112674 + Penalty 3270.436522 = -1984511.676152
  nChanged 275
		SP:Iteration 11Q (2761.700000 sec): 3 clusters
  Score: Raw -1987849.770368 + Penalty 3270.436522 = -1984579.333847
  nChanged 254
		SP:Iteration 12Q (2761.980000 sec): 3 clusters
  Score: Raw -1987918.074047 + Penalty 3270.436522 = -1984647.637526
  nChanged 232
		SP:Iteration 13Q (2762.270000 sec): 3 clusters
  Score: Raw -1987977.111586 + Penalty 3270.436522 = -1984706.675064
  nChanged 215
		SP:Iteration 14Q (2762.630000 sec): 3 clusters
  Score: Raw -1988023.779693 + Penalty 3270.436522 = -1984753.343171
  nChanged 192
		SP:Iteration 15Q (2762.950000 sec): 3 clusters
  Score: Raw -1988068.741296 + Penalty 3270.436522 = -1984798.304775
  nChanged 193
		SP:Iteration 16Q (2763.250000 sec): 3 clusters
  Score: Raw -1988112.667571 + Penalty 3270.436522 = -1984842.231050
  nChanged 188
		SP:Iteration 17Q (2763.580000 sec): 3 clusters
  Score: Raw -1988148.097554 + Penalty 3270.436522 = -1984877.661032
  nChanged 158
		SP:Iteration 18Q (2763.830000 sec): 3 clusters
  Score: Raw -1988178.869930 + Penalty 3270.436522 = -1984908.433408
  nChanged 134
		SP:Iteration 19Q (2764.200000 sec): 3 clusters
  Score: Raw -1988201.695956 + Penalty 3270.436522 = -1984931.259434
  nChanged 136
		SP:Iteration 20F (2764.500000 sec): 3 clusters
  Score: Raw -1988225.483930 + Penalty 3270.436522 = -1984955.047408
  nChanged 140
		SP:Iteration 21Q (2764.790000 sec): 3 clusters
  Score: Raw -1988253.738040 + Penalty 3270.436522 = -1984983.301518
  nChanged 155
		SP:Iteration 22Q (2765.140000 sec): 3 clusters
  Score: Raw -1988285.707109 + Penalty 3270.436522 = -1985015.270588
  nChanged 152
		SP:Iteration 23Q (2765.440000 sec): 3 clusters
  Score: Raw -1988314.221613 + Penalty 3270.436522 = -1985043.785092
  nChanged 155
		SP:Iteration 24Q (2765.710000 sec): 3 clusters
  Score: Raw -1988341.314493 + Penalty 3270.436522 = -1985070.877971
  nChanged 157
		SP:Iteration 25Q (2766.050000 sec): 3 clusters
  Score: Raw -1988372.603349 + Penalty 3270.436522 = -1985102.166827
  nChanged 175
		SP:Iteration 26Q (2766.360000 sec): 3 clusters
  Score: Raw -1988408.195587 + Penalty 3270.436522 = -1985137.759066
  nChanged 161
		SP:Iteration 27Q (2766.710000 sec): 3 clusters
  Score: Raw -1988442.339327 + Penalty 3270.436522 = -1985171.902806
  nChanged 173
		SP:Iteration 28Q (2766.980000 sec): 3 clusters
  Score: Raw -1988478.607600 + Penalty 3270.436522 = -1985208.171079
  nChanged 155
		SP:Iteration 29Q (2767.330000 sec): 3 clusters
  Score: Raw -1988510.356849 + Penalty 3270.436522 = -1985239.920328
  nChanged 158
		SP:Iteration 30Q (2767.630000 sec): 3 clusters
  Score: Raw -1988547.277700 + Penalty 3270.436522 = -1985276.841178
  nChanged 168
		SP:Iteration 31Q (2767.960000 sec): 3 clusters
  Score: Raw -1988588.022967 + Penalty 3270.436522 = -1985317.586446
  nChanged 173
		SP:Iteration 32Q (2768.260000 sec): 3 clusters
  Score: Raw -1988635.631681 + Penalty 3270.436522 = -1985365.195159
  nChanged 179
		SP:Iteration 33Q (2768.510000 sec): 3 clusters
  Score: Raw -1988696.897205 + Penalty 3270.436522 = -1985426.460684
  nChanged 199
		SP:Iteration 34Q (2768.810000 sec): 3 clusters
  Score: Raw -1988769.933212 + Penalty 3270.436522 = -1985499.496690
  nChanged 234
		SP:Iteration 35Q (2769.090000 sec): 3 clusters
  Score: Raw -1988877.657921 + Penalty 3270.436522 = -1985607.221399
  nChanged 257
		SP:Iteration 36Q (2769.440000 sec): 3 clusters
  Score: Raw -1989037.294837 + Penalty 3270.436522 = -1985766.858315
  nChanged 319
		SP:Iteration 37Q (2769.700000 sec): 3 clusters
  Score: Raw -1989282.643547 + Penalty 3270.436522 = -1986012.207025
  nChanged 340
		SP:Iteration 38Q (2769.980000 sec): 3 clusters
  Score: Raw -1989538.220850 + Penalty 3270.436522 = -1986267.784328
  nChanged 343
		SP:Iteration 39Q (2770.300000 sec): 3 clusters
  Score: Raw -1989718.734863 + Penalty 3270.436522 = -1986448.298342
  nChanged 289
		SP:Iteration 40F (2770.640000 sec): 3 clusters
  Score: Raw -1989822.493354 + Penalty 3270.436522 = -1986552.056832
  nChanged 221
		SP:Iteration 41Q (2770.920000 sec): 3 clusters
  Score: Raw -1989895.486002 + Penalty 3270.436522 = -1986625.049481
  nChanged 209
		SP:Iteration 42Q (2771.260000 sec): 3 clusters
  Score: Raw -1989952.331743 + Penalty 3270.436522 = -1986681.895222
  nChanged 169
		SP:Iteration 43Q (2771.550000 sec): 3 clusters
  Score: Raw -1989989.682128 + Penalty 3270.436522 = -1986719.245606
  nChanged 136
		SP:Iteration 44Q (2771.860000 sec): 3 clusters
  Score: Raw -1990017.317813 + Penalty 3270.436522 = -1986746.881292
  nChanged 130
		SP:Iteration 45Q (2772.160000 sec): 3 clusters
  Score: Raw -1990044.331801 + Penalty 3270.436522 = -1986773.895279
  nChanged 118
		SP:Iteration 46Q (2772.500000 sec): 3 clusters
  Score: Raw -1990068.491352 + Penalty 3270.436522 = -1986798.054830
  nChanged 114
		SP:Iteration 47Q (2772.820000 sec): 3 clusters
  Score: Raw -1990092.986055 + Penalty 3270.436522 = -1986822.549533
  nChanged 110
		SP:Iteration 48Q (2773.150000 sec): 3 clusters
  Score: Raw -1990112.732553 + Penalty 3270.436522 = -1986842.296032
  nChanged 86
		SP:Iteration 49Q (2773.400000 sec): 3 clusters
  Score: Raw -1990131.567612 + Penalty 3270.436522 = -1986861.131091
  nChanged 89
		SP:Iteration 50Q (2773.690000 sec): 3 clusters
  Score: Raw -1990150.102149 + Penalty 3270.436522 = -1986879.665628
  nChanged 75
		SP:Iteration 51Q (2774.030000 sec): 3 clusters
  Score: Raw -1990163.024803 + Penalty 3270.436522 = -1986892.588282
  nChanged 65
		SP:Iteration 52Q (2774.370000 sec): 3 clusters
  Score: Raw -1990172.663741 + Penalty 3270.436522 = -1986902.227219
  nChanged 54
		SP:Iteration 53Q (2774.690000 sec): 3 clusters
  Score: Raw -1990179.611604 + Penalty 3270.436522 = -1986909.175082
  nChanged 56
		SP:Iteration 54Q (2774.970000 sec): 3 clusters
  Score: Raw -1990185.384612 + Penalty 3270.436522 = -1986914.948090
  nChanged 54
		SP:Iteration 55Q (2775.260000 sec): 3 clusters
  Score: Raw -1990190.573333 + Penalty 3270.436522 = -1986920.136811
  nChanged 50
		SP:Iteration 56Q (2775.550000 sec): 3 clusters
  Score: Raw -1990196.141022 + Penalty 3270.436522 = -1986925.704500
  nChanged 44
		SP:Iteration 57Q (2775.810000 sec): 3 clusters
  Score: Raw -1990200.721654 + Penalty 3270.436522 = -1986930.285132
  nChanged 43
		SP:Iteration 58Q (2776.110000 sec): 3 clusters
  Score: Raw -1990205.452580 + Penalty 3270.436522 = -1986935.016058
  nChanged 45
		SP:Iteration 59Q (2776.410000 sec): 3 clusters
  Score: Raw -1990210.687164 + Penalty 3270.436522 = -1986940.250643
  nChanged 51
		SP:Iteration 60F (2776.680000 sec): 3 clusters
  Score: Raw -1990215.794884 + Penalty 3270.436522 = -1986945.358362
  nChanged 40
		SP:Iteration 61Q (2776.970000 sec): 3 clusters
  Score: Raw -1990219.618771 + Penalty 3270.436522 = -1986949.182249
  nChanged 36
		SP:Iteration 62Q (2777.280000 sec): 3 clusters
  Score: Raw -1990223.559361 + Penalty 3270.436522 = -1986953.122840
  nChanged 35
		SP:Iteration 63Q (2777.660000 sec): 3 clusters
  Score: Raw -1990227.535804 + Penalty 3270.436522 = -1986957.099282
  nChanged 40
		SP:Iteration 64Q (2777.970000 sec): 3 clusters
  Score: Raw -1990235.120737 + Penalty 3270.436522 = -1986964.684215
  nChanged 60
		SP:Iteration 65Q (2778.260000 sec): 3 clusters
  Score: Raw -1990244.534869 + Penalty 3270.436522 = -1986974.098347
  nChanged 59
		SP:Iteration 66Q (2778.580000 sec): 3 clusters
  Score: Raw -1990256.741279 + Penalty 3270.436522 = -1986986.304758
  nChanged 78
		SP:Iteration 67Q (2778.880000 sec): 3 clusters
  Score: Raw -1990271.403349 + Penalty 3270.436522 = -1987000.966828
  nChanged 76
		SP:Iteration 68Q (2779.190000 sec): 3 clusters
  Score: Raw -1990283.716286 + Penalty 3270.436522 = -1987013.279765
  nChanged 79
		SP:Iteration 69Q (2779.510000 sec): 3 clusters
  Score: Raw -1990296.325234 + Penalty 3270.436522 = -1987025.888712
  nChanged 56
		SP:Iteration 70Q (2779.840000 sec): 3 clusters
  Score: Raw -1990305.376062 + Penalty 3270.436522 = -1987034.939540
  nChanged 53
		SP:Iteration 71Q (2780.190000 sec): 3 clusters
  Score: Raw -1990313.268345 + Penalty 3270.436522 = -1987042.831824
  nChanged 60
		SP:Iteration 72Q (2780.500000 sec): 3 clusters
  Score: Raw -1990320.919189 + Penalty 3270.436522 = -1987050.482668
  nChanged 57
		SP:Iteration 73Q (2780.790000 sec): 3 clusters
  Score: Raw -1990328.776225 + Penalty 3270.436522 = -1987058.339704
  nChanged 57
		SP:Iteration 74Q (2781.070000 sec): 3 clusters
  Score: Raw -1990335.885024 + Penalty 3270.436522 = -1987065.448503
  nChanged 43
		SP:Iteration 75Q (2781.410000 sec): 3 clusters
  Score: Raw -1990341.606784 + Penalty 3270.436522 = -1987071.170262
  nChanged 48
		SP:Iteration 76Q (2781.690000 sec): 3 clusters
  Score: Raw -1990346.609487 + Penalty 3270.436522 = -1987076.172966
  nChanged 54
		SP:Iteration 77Q (2782.070000 sec): 3 clusters
  Score: Raw -1990352.569062 + Penalty 3270.436522 = -1987082.132540
  nChanged 55
		SP:Iteration 78Q (2782.380000 sec): 3 clusters
  Score: Raw -1990357.490017 + Penalty 3270.436522 = -1987087.053495
  nChanged 42
		SP:Iteration 79Q (2782.700000 sec): 3 clusters
  Score: Raw -1990360.826050 + Penalty 3270.436522 = -1987090.389528
  nChanged 29
		SP:Iteration 80F (2782.900000 sec): 3 clusters
  Score: Raw -1990362.874911 + Penalty 3270.436522 = -1987092.438390
  nChanged 26
		SP:Iteration 81Q (2783.220000 sec): 3 clusters
  Score: Raw -1990364.647622 + Penalty 3270.436522 = -1987094.211101
  nChanged 23
		SP:Iteration 82Q (2783.540000 sec): 3 clusters
  Score: Raw -1990366.058520 + Penalty 3270.436522 = -1987095.621998
  nChanged 21
		SP:Iteration 83Q (2783.880000 sec): 3 clusters
  Score: Raw -1990367.731566 + Penalty 3270.436522 = -1987097.295044
  nChanged 21
		SP:Iteration 84Q (2784.180000 sec): 3 clusters
  Score: Raw -1990369.139753 + Penalty 3270.436522 = -1987098.703231
  nChanged 20
		SP:Iteration 85Q (2784.480000 sec): 3 clusters
  Score: Raw -1990370.560382 + Penalty 3270.436522 = -1987100.123861
  nChanged 19
		SP:Iteration 86Q (2784.720000 sec): 3 clusters
  Score: Raw -1990371.856793 + Penalty 3270.436522 = -1987101.420272
  nChanged 18
		SP:Iteration 87Q (2785.020000 sec): 3 clusters
  Score: Raw -1990372.964855 + Penalty 3270.436522 = -1987102.528334
  nChanged 17
		SP:Iteration 88Q (2785.320000 sec): 3 clusters
  Score: Raw -1990373.956794 + Penalty 3270.436522 = -1987103.520273
  nChanged 15
		SP:Iteration 89Q (2785.690000 sec): 3 clusters
  Score: Raw -1990374.791398 + Penalty 3270.436522 = -1987104.354877
  nChanged 13
		SP:Iteration 90Q (2786.020000 sec): 3 clusters
  Score: Raw -1990375.481893 + Penalty 3270.436522 = -1987105.045372
  nChanged 9
		SP:Iteration 91Q (2786.300000 sec): 3 clusters
  Score: Raw -1990375.875122 + Penalty 3270.436522 = -1987105.438600
  nChanged 12
		SP:Iteration 92Q (2786.700000 sec): 3 clusters
  Score: Raw -1990376.496534 + Penalty 3270.436522 = -1987106.060012
  nChanged 5
		SP:Iteration 93Q (2786.990000 sec): 3 clusters
  Score: Raw -1990376.753651 + Penalty 3270.436522 = -1987106.317129
  nChanged 7
		SP:Iteration 94Q (2787.320000 sec): 3 clusters
  Score: Raw -1990377.125295 + Penalty 3270.436522 = -1987106.688774
  nChanged 6
		SP:Iteration 95Q (2787.690000 sec): 3 clusters
  Score: Raw -1990377.524948 + Penalty 3270.436522 = -1987107.088426
  nChanged 8
		SP:Iteration 96Q (2787.990000 sec): 3 clusters
  Score: Raw -1990378.153635 + Penalty 3270.436522 = -1987107.717114
  nChanged 12
		SP:Iteration 97Q (2788.250000 sec): 3 clusters
  Score: Raw -1990378.768377 + Penalty 3270.436522 = -1987108.331856
  nChanged 11
		SP:Iteration 98Q (2788.570000 sec): 3 clusters
  Score: Raw -1990379.339486 + Penalty 3270.436522 = -1987108.902965
  nChanged 6
		SP:Iteration 99Q (2788.850000 sec): 3 clusters
  Score: Raw -1990379.826827 + Penalty 3270.436522 = -1987109.390305
  nChanged 15
		SP:Iteration 100F (2789.170000 sec): 3 clusters
  Score: Raw -1990380.856157 + Penalty 3270.436522 = -1987110.419635
  nChanged 10
		SP:Iteration 101Q (2789.460000 sec): 3 clusters
  Score: Raw -1990381.436304 + Penalty 3270.436522 = -1987110.999782
  nChanged 16
		SP:Iteration 102Q (2789.750000 sec): 3 clusters
  Score: Raw -1990382.303869 + Penalty 3270.436522 = -1987111.867348
  nChanged 10
		SP:Iteration 103Q (2790.050000 sec): 3 clusters
  Score: Raw -1990382.838321 + Penalty 3270.436522 = -1987112.401800
  nChanged 15
		SP:Iteration 104Q (2790.390000 sec): 3 clusters
  Score: Raw -1990383.681660 + Penalty 3270.436522 = -1987113.245138
  nChanged 14
		SP:Iteration 105Q (2790.630000 sec): 3 clusters
  Score: Raw -1990384.635870 + Penalty 3270.436522 = -1987114.199348
  nChanged 15
		SP:Iteration 106Q (2790.970000 sec): 3 clusters
  Score: Raw -1990385.814932 + Penalty 3270.436522 = -1987115.378411
  nChanged 15
		SP:Iteration 107Q (2791.300000 sec): 3 clusters
  Score: Raw -1990386.685192 + Penalty 3270.436522 = -1987116.248670
  nChanged 20
		SP:Iteration 108Q (2791.550000 sec): 3 clusters
  Score: Raw -1990388.658215 + Penalty 3270.436522 = -1987118.221693
  nChanged 23
		SP:Iteration 109Q (2791.870000 sec): 3 clusters
  Score: Raw -1990390.661980 + Penalty 3270.436522 = -1987120.225459
  nChanged 20
		SP:Iteration 110Q (2792.170000 sec): 3 clusters
  Score: Raw -1990392.445586 + Penalty 3270.436522 = -1987122.009064
  nChanged 32
		SP:Iteration 111Q (2792.430000 sec): 3 clusters
  Score: Raw -1990395.319514 + Penalty 3270.436522 = -1987124.882992
  nChanged 40
		SP:Iteration 112Q (2792.750000 sec): 3 clusters
  Score: Raw -1990400.232439 + Penalty 3270.436522 = -1987129.795917
  nChanged 54
		SP:Iteration 113Q (2793.030000 sec): 3 clusters
  Score: Raw -1990406.672729 + Penalty 3270.436522 = -1987136.236207
  nChanged 61
		SP:Iteration 114Q (2793.380000 sec): 3 clusters
  Score: Raw -1990413.853075 + Penalty 3270.436522 = -1987143.416553
  nChanged 54
		SP:Iteration 115Q (2793.640000 sec): 3 clusters
  Score: Raw -1990419.358859 + Penalty 3270.436522 = -1987148.922337
  nChanged 36
		SP:Iteration 116Q (2794.030000 sec): 3 clusters
  Score: Raw -1990422.199339 + Penalty 3270.436522 = -1987151.762817
  nChanged 34
		SP:Iteration 117Q (2794.320000 sec): 3 clusters
  Score: Raw -1990425.267781 + Penalty 3270.436522 = -1987154.831259
  nChanged 35
		SP:Iteration 118Q (2794.610000 sec): 3 clusters
  Score: Raw -1990428.360940 + Penalty 3270.436522 = -1987157.924418
  nChanged 38
		SP:Iteration 119Q (2794.870000 sec): 3 clusters
  Score: Raw -1990432.166111 + Penalty 3270.436522 = -1987161.729589
  nChanged 39
		SP:Iteration 120F (2795.210000 sec): 3 clusters
  Score: Raw -1990436.167321 + Penalty 3270.436522 = -1987165.730799
  nChanged 48
		SP:Iteration 121Q (2795.490000 sec): 3 clusters
  Score: Raw -1990440.101037 + Penalty 3270.436522 = -1987169.664516
  nChanged 39
		SP:Iteration 122Q (2795.810000 sec): 3 clusters
  Score: Raw -1990443.053307 + Penalty 3270.436522 = -1987172.616786
  nChanged 38
		SP:Iteration 123Q (2796.070000 sec): 3 clusters
  Score: Raw -1990446.701813 + Penalty 3270.436522 = -1987176.265291
  nChanged 36
		SP:Iteration 124Q (2796.340000 sec): 3 clusters
  Score: Raw -1990450.395883 + Penalty 3270.436522 = -1987179.959362
  nChanged 36
		SP:Iteration 125Q (2796.670000 sec): 3 clusters
  Score: Raw -1990453.600191 + Penalty 3270.436522 = -1987183.163670
  nChanged 34
		SP:Iteration 126Q (2796.950000 sec): 3 clusters
  Score: Raw -1990456.960672 + Penalty 3270.436522 = -1987186.524150
  nChanged 33
		SP:Iteration 127Q (2797.330000 sec): 3 clusters
  Score: Raw -1990461.121134 + Penalty 3270.436522 = -1987190.684613
  nChanged 40
		SP:Iteration 128Q (2797.660000 sec): 3 clusters
  Score: Raw -1990466.467905 + Penalty 3270.436522 = -1987196.031384
  nChanged 44
		SP:Iteration 129Q (2797.980000 sec): 3 clusters
  Score: Raw -1990472.378718 + Penalty 3270.436522 = -1987201.942197
  nChanged 52
		SP:Iteration 130Q (2798.300000 sec): 3 clusters
  Score: Raw -1990479.003278 + Penalty 3270.436522 = -1987208.566756
  nChanged 51
		SP:Iteration 131Q (2798.590000 sec): 3 clusters
  Score: Raw -1990484.916251 + Penalty 3270.436522 = -1987214.479730
  nChanged 58
		SP:Iteration 132Q (2798.890000 sec): 3 clusters
  Score: Raw -1990490.440816 + Penalty 3270.436522 = -1987220.004294
  nChanged 40
		SP:Iteration 133Q (2799.220000 sec): 3 clusters
  Score: Raw -1990493.679370 + Penalty 3270.436522 = -1987223.242849
  nChanged 32
		SP:Iteration 134Q (2799.550000 sec): 3 clusters
  Score: Raw -1990495.712287 + Penalty 3270.436522 = -1987225.275766
  nChanged 22
		SP:Iteration 135Q (2799.850000 sec): 3 clusters
  Score: Raw -1990497.313397 + Penalty 3270.436522 = -1987226.876875
  nChanged 21
		SP:Iteration 136Q (2800.180000 sec): 3 clusters
  Score: Raw -1990498.541138 + Penalty 3270.436522 = -1987228.104616
  nChanged 23
		SP:Iteration 137Q (2800.460000 sec): 3 clusters
  Score: Raw -1990500.093902 + Penalty 3270.436522 = -1987229.657381
  nChanged 33
		SP:Iteration 138Q (2800.760000 sec): 3 clusters
  Score: Raw -1990503.433165 + Penalty 3270.436522 = -1987232.996644
  nChanged 25
		SP:Iteration 139Q (2801.070000 sec): 3 clusters
  Score: Raw -1990506.510884 + Penalty 3270.436522 = -1987236.074362
  nChanged 39
		SP:Iteration 140F (2801.380000 sec): 3 clusters
  Score: Raw -1990512.293796 + Penalty 3270.436522 = -1987241.857275
  nChanged 45
		SP:Iteration 141Q (2801.700000 sec): 3 clusters
  Score: Raw -1990517.560434 + Penalty 3270.436522 = -1987247.123913
  nChanged 50
		SP:Iteration 142Q (2802.020000 sec): 3 clusters
  Score: Raw -1990523.364835 + Penalty 3270.436522 = -1987252.928313
  nChanged 52
		SP:Iteration 143Q (2802.350000 sec): 3 clusters
  Score: Raw -1990528.470051 + Penalty 3270.436522 = -1987258.033529
  nChanged 42
		SP:Iteration 144Q (2802.630000 sec): 3 clusters
  Score: Raw -1990531.928037 + Penalty 3270.436522 = -1987261.491516
  nChanged 31
		SP:Iteration 145Q (2802.910000 sec): 3 clusters
  Score: Raw -1990534.252881 + Penalty 3270.436522 = -1987263.816359
  nChanged 35
		SP:Iteration 146Q (2803.240000 sec): 3 clusters
  Score: Raw -1990536.855238 + Penalty 3270.436522 = -1987266.418717
  nChanged 27
		SP:Iteration 147Q (2803.540000 sec): 3 clusters
  Score: Raw -1990538.844903 + Penalty 3270.436522 = -1987268.408382
  nChanged 25
		SP:Iteration 148Q (2803.840000 sec): 3 clusters
  Score: Raw -1990540.084832 + Penalty 3270.436522 = -1987269.648311
  nChanged 15
		SP:Iteration 149Q (2804.160000 sec): 3 clusters
  Score: Raw -1990540.869225 + Penalty 3270.436522 = -1987270.432703
  nChanged 14
		SP:Iteration 150Q (2804.450000 sec): 3 clusters
  Score: Raw -1990541.496126 + Penalty 3270.436522 = -1987271.059605
  nChanged 8
		SP:Iteration 151Q (2804.800000 sec): 3 clusters
  Score: Raw -1990541.944065 + Penalty 3270.436522 = -1987271.507544
  nChanged 5
		SP:Iteration 152Q (2805.100000 sec): 3 clusters
  Score: Raw -1990542.217579 + Penalty 3270.436522 = -1987271.781058
  nChanged 6
		SP:Iteration 153Q (2805.400000 sec): 3 clusters
  Score: Raw -1990542.606408 + Penalty 3270.436522 = -1987272.169886
  nChanged 5
		SP:Iteration 154Q (2805.680000 sec): 3 clusters
  Score: Raw -1990542.954513 + Penalty 3270.436522 = -1987272.517991
  nChanged 4
		SP:Iteration 155Q (2805.980000 sec): 3 clusters
  Score: Raw -1990543.138429 + Penalty 3270.436522 = -1987272.701908
  nChanged 1
		SP:Iteration 156Q (2806.240000 sec): 3 clusters
  Score: Raw -1990543.192738 + Penalty 3270.436522 = -1987272.756216
  nChanged 1
		SP:Iteration 157Q (2806.510000 sec): 3 clusters
  Score: Raw -1990543.243017 + Penalty 3270.436522 = -1987272.806495
  nChanged 1
		SP:Iteration 158Q (2806.830000 sec): 3 clusters
  Score: Raw -1990543.302675 + Penalty 3270.436522 = -1987272.866154
  nChanged 1
		SP:Iteration 159Q (2807.080000 sec): 3 clusters
  Score: Raw -1990543.321272 + Penalty 3270.436522 = -1987272.884750
  nChanged 0
		SP:Iteration 160F (2807.400000 sec): 3 clusters
  Score: Raw -1990543.321272 + Penalty 3270.436522 = -1987272.884750
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (24230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2807.620000 sec): 2 clusters
  Score: Raw -1900697.461461 + Penalty 1640.493857 = -1899056.967604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2807.920000 sec): 3 clusters
  Score: Raw -1886199.915563 + Penalty 3280.987714 = -1882918.927848
  nChanged 11037
		SP:Iteration 1F (2808.190000 sec): 3 clusters
  Score: Raw -1894439.540231 + Penalty 3280.987714 = -1891158.552517
  nChanged 2549
		SP:Iteration 2F (2808.540000 sec): 3 clusters
  Score: Raw -1897408.329532 + Penalty 3280.987714 = -1894127.341817
  nChanged 2407
		SP:Iteration 3F (2808.830000 sec): 3 clusters
  Score: Raw -1900109.738127 + Penalty 3280.987714 = -1896828.750412
  nChanged 2082
		SP:Iteration 4F (2809.150000 sec): 3 clusters
  Score: Raw -1902234.542374 + Penalty 3280.987714 = -1898953.554660
  nChanged 1744
		SP:Iteration 5F (2809.480000 sec): 3 clusters
  Score: Raw -1904151.629821 + Penalty 3280.987714 = -1900870.642106
  nChanged 1491
		SP:Iteration 6F (2809.820000 sec): 3 clusters
  Score: Raw -1905634.244273 + Penalty 3280.987714 = -1902353.256558
  nChanged 1183
		SP:Iteration 7Q (2810.180000 sec): 3 clusters
  Score: Raw -1906595.402590 + Penalty 3280.987714 = -1903314.414876
  nChanged 838
		SP:Iteration 8Q (2810.460000 sec): 3 clusters
  Score: Raw -1907111.073938 + Penalty 3280.987714 = -1903830.086223
  nChanged 630
		SP:Iteration 9Q (2810.760000 sec): 3 clusters
  Score: Raw -1907387.634128 + Penalty 3280.987714 = -1904106.646414
  nChanged 406
		SP:Iteration 10Q (2811.040000 sec): 3 clusters
  Score: Raw -1907530.122541 + Penalty 3280.987714 = -1904249.134826
  nChanged 318
		SP:Iteration 11Q (2811.280000 sec): 3 clusters
  Score: Raw -1907653.782120 + Penalty 3280.987714 = -1904372.794405
  nChanged 296
		SP:Iteration 12Q (2811.580000 sec): 3 clusters
  Score: Raw -1907786.940740 + Penalty 3280.987714 = -1904505.953025
  nChanged 293
		SP:Iteration 13Q (2811.880000 sec): 3 clusters
  Score: Raw -1907998.707088 + Penalty 3280.987714 = -1904717.719374
  nChanged 351
		SP:Iteration 14Q (2812.240000 sec): 3 clusters
  Score: Raw -1908308.080518 + Penalty 3280.987714 = -1905027.092803
  nChanged 399
		SP:Iteration 15Q (2812.560000 sec): 3 clusters
  Score: Raw -1908581.817113 + Penalty 3280.987714 = -1905300.829399
  nChanged 362
		SP:Iteration 16Q (2812.860000 sec): 3 clusters
  Score: Raw -1908769.296881 + Penalty 3280.987714 = -1905488.309166
  nChanged 333
		SP:Iteration 17Q (2813.190000 sec): 3 clusters
  Score: Raw -1908926.919777 + Penalty 3280.987714 = -1905645.932063
  nChanged 313
		SP:Iteration 18Q (2813.550000 sec): 3 clusters
  Score: Raw -1909057.859328 + Penalty 3280.987714 = -1905776.871614
  nChanged 278
		SP:Iteration 19Q (2813.940000 sec): 3 clusters
  Score: Raw -1909148.016879 + Penalty 3280.987714 = -1905867.029164
  nChanged 211
		SP:Iteration 20F (2814.190000 sec): 3 clusters
  Score: Raw -1909204.945778 + Penalty 3280.987714 = -1905923.958063
  nChanged 182
		SP:Iteration 21Q (2814.480000 sec): 3 clusters
  Score: Raw -1909252.517371 + Penalty 3280.987714 = -1905971.529656
  nChanged 165
		SP:Iteration 22Q (2814.780000 sec): 3 clusters
  Score: Raw -1909289.493326 + Penalty 3280.987714 = -1906008.505611
  nChanged 134
		SP:Iteration 23Q (2815.060000 sec): 3 clusters
  Score: Raw -1909313.651134 + Penalty 3280.987714 = -1906032.663420
  nChanged 118
		SP:Iteration 24Q (2815.360000 sec): 3 clusters
  Score: Raw -1909332.487814 + Penalty 3280.987714 = -1906051.500099
  nChanged 98
		SP:Iteration 25Q (2815.680000 sec): 3 clusters
  Score: Raw -1909348.503185 + Penalty 3280.987714 = -1906067.515471
  nChanged 87
		SP:Iteration 26Q (2815.960000 sec): 3 clusters
  Score: Raw -1909360.472291 + Penalty 3280.987714 = -1906079.484576
  nChanged 70
		SP:Iteration 27Q (2816.280000 sec): 3 clusters
  Score: Raw -1909370.159721 + Penalty 3280.987714 = -1906089.172007
  nChanged 69
		SP:Iteration 28Q (2816.610000 sec): 3 clusters
  Score: Raw -1909377.842458 + Penalty 3280.987714 = -1906096.854744
  nChanged 57
		SP:Iteration 29Q (2816.910000 sec): 3 clusters
  Score: Raw -1909382.874910 + Penalty 3280.987714 = -1906101.887195
  nChanged 42
		SP:Iteration 30Q (2817.240000 sec): 3 clusters
  Score: Raw -1909387.373012 + Penalty 3280.987714 = -1906106.385298
  nChanged 45
		SP:Iteration 31Q (2817.530000 sec): 3 clusters
  Score: Raw -1909391.293656 + Penalty 3280.987714 = -1906110.305941
  nChanged 34
		SP:Iteration 32Q (2817.850000 sec): 3 clusters
  Score: Raw -1909393.858005 + Penalty 3280.987714 = -1906112.870290
  nChanged 31
		SP:Iteration 33Q (2818.170000 sec): 3 clusters
  Score: Raw -1909396.855007 + Penalty 3280.987714 = -1906115.867292
  nChanged 33
		SP:Iteration 34Q (2818.500000 sec): 3 clusters
  Score: Raw -1909399.356689 + Penalty 3280.987714 = -1906118.368975
  nChanged 33
		SP:Iteration 35Q (2818.770000 sec): 3 clusters
  Score: Raw -1909401.341785 + Penalty 3280.987714 = -1906120.354071
  nChanged 21
		SP:Iteration 36Q (2819.130000 sec): 3 clusters
  Score: Raw -1909403.786274 + Penalty 3280.987714 = -1906122.798559
  nChanged 27
		SP:Iteration 37Q (2819.430000 sec): 3 clusters
  Score: Raw -1909406.527110 + Penalty 3280.987714 = -1906125.539396
  nChanged 25
		SP:Iteration 38Q (2819.710000 sec): 3 clusters
  Score: Raw -1909408.209854 + Penalty 3280.987714 = -1906127.222140
  nChanged 20
		SP:Iteration 39Q (2820.050000 sec): 3 clusters
  Score: Raw -1909409.465160 + Penalty 3280.987714 = -1906128.477446
  nChanged 8
		SP:Iteration 40F (2820.360000 sec): 3 clusters
  Score: Raw -1909410.098745 + Penalty 3280.987714 = -1906129.111030
  nChanged 12
		SP:Iteration 41Q (2820.660000 sec): 3 clusters
  Score: Raw -1909410.976313 + Penalty 3280.987714 = -1906129.988598
  nChanged 12
		SP:Iteration 42Q (2821.020000 sec): 3 clusters
  Score: Raw -1909411.653148 + Penalty 3280.987714 = -1906130.665434
  nChanged 14
		SP:Iteration 43Q (2821.320000 sec): 3 clusters
  Score: Raw -1909412.438821 + Penalty 3280.987714 = -1906131.451107
  nChanged 6
		SP:Iteration 44Q (2821.660000 sec): 3 clusters
  Score: Raw -1909412.700248 + Penalty 3280.987714 = -1906131.712534
  nChanged 10
		SP:Iteration 45Q (2821.960000 sec): 3 clusters
  Score: Raw -1909413.275065 + Penalty 3280.987714 = -1906132.287351
  nChanged 9
		SP:Iteration 46Q (2822.240000 sec): 3 clusters
  Score: Raw -1909413.780984 + Penalty 3280.987714 = -1906132.793269
  nChanged 7
		SP:Iteration 47Q (2822.550000 sec): 3 clusters
  Score: Raw -1909414.204196 + Penalty 3280.987714 = -1906133.216482
  nChanged 10
		SP:Iteration 48Q (2822.860000 sec): 3 clusters
  Score: Raw -1909414.795774 + Penalty 3280.987714 = -1906133.808060
  nChanged 12
		SP:Iteration 49Q (2823.180000 sec): 3 clusters
  Score: Raw -1909415.442723 + Penalty 3280.987714 = -1906134.455009
  nChanged 9
		SP:Iteration 50Q (2823.500000 sec): 3 clusters
  Score: Raw -1909416.123710 + Penalty 3280.987714 = -1906135.135995
  nChanged 8
		SP:Iteration 51Q (2823.810000 sec): 3 clusters
  Score: Raw -1909416.425137 + Penalty 3280.987714 = -1906135.437423
  nChanged 6
		SP:Iteration 52Q (2824.060000 sec): 3 clusters
  Score: Raw -1909416.735183 + Penalty 3280.987714 = -1906135.747469
  nChanged 6
		SP:Iteration 53Q (2824.340000 sec): 3 clusters
  Score: Raw -1909416.975852 + Penalty 3280.987714 = -1906135.988137
  nChanged 2
		SP:Iteration 54Q (2824.650000 sec): 3 clusters
  Score: Raw -1909417.042008 + Penalty 3280.987714 = -1906136.054293
  nChanged 3
		SP:Iteration 55Q (2824.950000 sec): 3 clusters
  Score: Raw -1909417.350002 + Penalty 3280.987714 = -1906136.362288
  nChanged 8
		SP:Iteration 56Q (2825.230000 sec): 3 clusters
  Score: Raw -1909417.920670 + Penalty 3280.987714 = -1906136.932955
  nChanged 11
		SP:Iteration 57Q (2825.480000 sec): 3 clusters
  Score: Raw -1909418.805784 + Penalty 3280.987714 = -1906137.818070
  nChanged 10
		SP:Iteration 58Q (2825.790000 sec): 3 clusters
  Score: Raw -1909419.364840 + Penalty 3280.987714 = -1906138.377126
  nChanged 13
		SP:Iteration 59Q (2826.080000 sec): 3 clusters
  Score: Raw -1909420.031614 + Penalty 3280.987714 = -1906139.043899
  nChanged 14
		SP:Iteration 60F (2826.420000 sec): 3 clusters
  Score: Raw -1909420.894210 + Penalty 3280.987714 = -1906139.906495
  nChanged 14
		SP:Iteration 61Q (2826.730000 sec): 3 clusters
  Score: Raw -1909421.992035 + Penalty 3280.987714 = -1906141.004321
  nChanged 14
		SP:Iteration 62Q (2827.060000 sec): 3 clusters
  Score: Raw -1909423.382283 + Penalty 3280.987714 = -1906142.394569
  nChanged 20
		SP:Iteration 63Q (2827.340000 sec): 3 clusters
  Score: Raw -1909424.689889 + Penalty 3280.987714 = -1906143.702175
  nChanged 21
		SP:Iteration 64Q (2827.640000 sec): 3 clusters
  Score: Raw -1909425.994691 + Penalty 3280.987714 = -1906145.006977
  nChanged 17
		SP:Iteration 65Q (2827.940000 sec): 3 clusters
  Score: Raw -1909426.970023 + Penalty 3280.987714 = -1906145.982308
  nChanged 15
		SP:Iteration 66Q (2828.200000 sec): 3 clusters
  Score: Raw -1909428.212397 + Penalty 3280.987714 = -1906147.224683
  nChanged 16
		SP:Iteration 67Q (2828.520000 sec): 3 clusters
  Score: Raw -1909429.440877 + Penalty 3280.987714 = -1906148.453162
  nChanged 16
		SP:Iteration 68Q (2828.790000 sec): 3 clusters
  Score: Raw -1909430.570167 + Penalty 3280.987714 = -1906149.582452
  nChanged 17
		SP:Iteration 69Q (2829.120000 sec): 3 clusters
  Score: Raw -1909431.772798 + Penalty 3280.987714 = -1906150.785084
  nChanged 12
		SP:Iteration 70Q (2829.470000 sec): 3 clusters
  Score: Raw -1909432.393351 + Penalty 3280.987714 = -1906151.405636
  nChanged 9
		SP:Iteration 71Q (2829.830000 sec): 3 clusters
  Score: Raw -1909432.863855 + Penalty 3280.987714 = -1906151.876140
  nChanged 7
		SP:Iteration 72Q (2830.170000 sec): 3 clusters
  Score: Raw -1909433.310302 + Penalty 3280.987714 = -1906152.322587
  nChanged 5
		SP:Iteration 73Q (2830.510000 sec): 3 clusters
  Score: Raw -1909433.510510 + Penalty 3280.987714 = -1906152.522795
  nChanged 4
		SP:Iteration 74Q (2830.840000 sec): 3 clusters
  Score: Raw -1909433.663019 + Penalty 3280.987714 = -1906152.675304
  nChanged 3
		SP:Iteration 75Q (2831.180000 sec): 3 clusters
  Score: Raw -1909433.794226 + Penalty 3280.987714 = -1906152.806512
  nChanged 2
		SP:Iteration 76Q (2831.520000 sec): 3 clusters
  Score: Raw -1909433.999137 + Penalty 3280.987714 = -1906153.011422
  nChanged 1
		SP:Iteration 77Q (2831.760000 sec): 3 clusters
  Score: Raw -1909434.017186 + Penalty 3280.987714 = -1906153.029471
  nChanged 0
		SP:Iteration 78F (2832.100000 sec): 3 clusters
  Score: Raw -1909434.017186 + Penalty 3280.987714 = -1906153.029471
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (8021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2832.240000 sec): 2 clusters
  Score: Raw -574751.143783 + Penalty 1460.845487 = -573290.298296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2832.460000 sec): 3 clusters
  Score: Raw -570410.363092 + Penalty 2921.690974 = -567488.672118
  nChanged 3424
		SP:Iteration 1F (2832.610000 sec): 3 clusters
  Score: Raw -573394.202718 + Penalty 2921.690974 = -570472.511744
  nChanged 1025
		SP:Iteration 2F (2832.780000 sec): 3 clusters
  Score: Raw -574702.014518 + Penalty 2921.690974 = -571780.323544
  nChanged 800
		SP:Iteration 3F (2832.940000 sec): 3 clusters
  Score: Raw -575557.096288 + Penalty 2921.690974 = -572635.405314
  nChanged 522
		SP:Iteration 4F (2833.150000 sec): 3 clusters
  Score: Raw -576036.463673 + Penalty 2921.690974 = -573114.772699
  nChanged 347
		SP:Iteration 5Q (2833.360000 sec): 3 clusters
  Score: Raw -576318.587174 + Penalty 2921.690974 = -573396.896200
  nChanged 238
		SP:Iteration 6Q (2833.510000 sec): 3 clusters
  Score: Raw -576473.446933 + Penalty 2921.690974 = -573551.755959
  nChanged 145
		SP:Iteration 7Q (2833.690000 sec): 3 clusters
  Score: Raw -576536.318412 + Penalty 2921.690974 = -573614.627438
  nChanged 103
		SP:Iteration 8Q (2833.880000 sec): 3 clusters
  Score: Raw -576570.783217 + Penalty 2921.690974 = -573649.092243
  nChanged 80
		SP:Iteration 9Q (2834.060000 sec): 3 clusters
  Score: Raw -576600.880252 + Penalty 2921.690974 = -573679.189278
  nChanged 66
		SP:Iteration 10Q (2834.250000 sec): 3 clusters
  Score: Raw -576622.829549 + Penalty 2921.690974 = -573701.138575
  nChanged 47
		SP:Iteration 11Q (2834.470000 sec): 3 clusters
  Score: Raw -576639.434511 + Penalty 2921.690974 = -573717.743537
  nChanged 50
		SP:Iteration 12Q (2834.660000 sec): 3 clusters
  Score: Raw -576651.431067 + Penalty 2921.690974 = -573729.740093
  nChanged 40
		SP:Iteration 13Q (2834.800000 sec): 3 clusters
  Score: Raw -576662.700711 + Penalty 2921.690974 = -573741.009737
  nChanged 31
		SP:Iteration 14Q (2834.980000 sec): 3 clusters
  Score: Raw -576670.184022 + Penalty 2921.690974 = -573748.493048
  nChanged 24
		SP:Iteration 15Q (2835.160000 sec): 3 clusters
  Score: Raw -576674.726609 + Penalty 2921.690974 = -573753.035635
  nChanged 21
		SP:Iteration 16Q (2835.340000 sec): 3 clusters
  Score: Raw -576680.467361 + Penalty 2921.690974 = -573758.776387
  nChanged 22
		SP:Iteration 17Q (2835.570000 sec): 3 clusters
  Score: Raw -576685.187335 + Penalty 2921.690974 = -573763.496361
  nChanged 21
		SP:Iteration 18Q (2835.760000 sec): 3 clusters
  Score: Raw -576689.284030 + Penalty 2921.690974 = -573767.593056
  nChanged 18
		SP:Iteration 19Q (2835.950000 sec): 3 clusters
  Score: Raw -576693.663189 + Penalty 2921.690974 = -573771.972215
  nChanged 17
		SP:Iteration 20F (2836.110000 sec): 3 clusters
  Score: Raw -576696.761737 + Penalty 2921.690974 = -573775.070763
  nChanged 11
		SP:Iteration 21Q (2836.280000 sec): 3 clusters
  Score: Raw -576699.422413 + Penalty 2921.690974 = -573777.731439
  nChanged 10
		SP:Iteration 22Q (2836.460000 sec): 3 clusters
  Score: Raw -576702.167867 + Penalty 2921.690974 = -573780.476893
  nChanged 10
		SP:Iteration 23Q (2836.640000 sec): 3 clusters
  Score: Raw -576703.227974 + Penalty 2921.690974 = -573781.537000
  nChanged 5
		SP:Iteration 24Q (2836.880000 sec): 3 clusters
  Score: Raw -576704.022189 + Penalty 2921.690974 = -573782.331216
  nChanged 9
		SP:Iteration 25Q (2837.030000 sec): 3 clusters
  Score: Raw -576705.672316 + Penalty 2921.690974 = -573783.981342
  nChanged 9
		SP:Iteration 26Q (2837.250000 sec): 3 clusters
  Score: Raw -576706.850339 + Penalty 2921.690974 = -573785.159365
  nChanged 5
		SP:Iteration 27Q (2837.400000 sec): 3 clusters
  Score: Raw -576707.512518 + Penalty 2921.690974 = -573785.821544
  nChanged 6
		SP:Iteration 28Q (2837.570000 sec): 3 clusters
  Score: Raw -576708.458395 + Penalty 2921.690974 = -573786.767421
  nChanged 4
		SP:Iteration 29Q (2837.750000 sec): 3 clusters
  Score: Raw -576708.754446 + Penalty 2921.690974 = -573787.063472
  nChanged 1
		SP:Iteration 30Q (2837.930000 sec): 3 clusters
  Score: Raw -576708.831964 + Penalty 2921.690974 = -573787.140990
  nChanged 1
		SP:Iteration 31Q (2838.130000 sec): 3 clusters
  Score: Raw -576708.906512 + Penalty 2921.690974 = -573787.215538
  nChanged 0
		SP:Iteration 32F (2838.300000 sec): 3 clusters
  Score: Raw -576708.906512 + Penalty 2921.690974 = -573787.215538
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (18144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2838.480000 sec): 2 clusters
  Score: Raw -1398126.155823 + Penalty 1593.490471 = -1396532.665352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2838.780000 sec): 3 clusters
  Score: Raw -1387353.708684 + Penalty 3186.980942 = -1384166.727742
  nChanged 8215
		SP:Iteration 1F (2839.090000 sec): 3 clusters
  Score: Raw -1394177.644419 + Penalty 3186.980942 = -1390990.663477
  nChanged 2307
		SP:Iteration 2F (2839.360000 sec): 3 clusters
  Score: Raw -1397306.813193 + Penalty 3186.980942 = -1394119.832251
  nChanged 1940
		SP:Iteration 3F (2839.600000 sec): 3 clusters
  Score: Raw -1399166.251866 + Penalty 3186.980942 = -1395979.270924
  nChanged 1287
		SP:Iteration 4F (2839.860000 sec): 3 clusters
  Score: Raw -1400013.293061 + Penalty 3186.980942 = -1396826.312119
  nChanged 816
		SP:Iteration 5Q (2840.130000 sec): 3 clusters
  Score: Raw -1400500.096708 + Penalty 3186.980942 = -1397313.115766
  nChanged 574
		SP:Iteration 6Q (2840.390000 sec): 3 clusters
  Score: Raw -1400775.381871 + Penalty 3186.980942 = -1397588.400929
  nChanged 446
		SP:Iteration 7Q (2840.670000 sec): 3 clusters
  Score: Raw -1400985.283984 + Penalty 3186.980942 = -1397798.303041
  nChanged 375
		SP:Iteration 8Q (2840.910000 sec): 3 clusters
  Score: Raw -1401139.524057 + Penalty 3186.980942 = -1397952.543115
  nChanged 323
		SP:Iteration 9Q (2841.210000 sec): 3 clusters
  Score: Raw -1401279.398476 + Penalty 3186.980942 = -1398092.417534
  nChanged 295
		SP:Iteration 10Q (2841.460000 sec): 3 clusters
  Score: Raw -1401387.275161 + Penalty 3186.980942 = -1398200.294219
  nChanged 267
		SP:Iteration 11Q (2841.790000 sec): 3 clusters
  Score: Raw -1401469.063522 + Penalty 3186.980942 = -1398282.082579
  nChanged 216
		SP:Iteration 12Q (2842.030000 sec): 3 clusters
  Score: Raw -1401535.670884 + Penalty 3186.980942 = -1398348.689941
  nChanged 217
		SP:Iteration 13Q (2842.320000 sec): 3 clusters
  Score: Raw -1401593.886371 + Penalty 3186.980942 = -1398406.905429
  nChanged 187
		SP:Iteration 14Q (2842.560000 sec): 3 clusters
  Score: Raw -1401633.840166 + Penalty 3186.980942 = -1398446.859224
  nChanged 141
		SP:Iteration 15Q (2842.860000 sec): 3 clusters
  Score: Raw -1401659.349874 + Penalty 3186.980942 = -1398472.368932
  nChanged 116
		SP:Iteration 16Q (2843.140000 sec): 3 clusters
  Score: Raw -1401679.257835 + Penalty 3186.980942 = -1398492.276893
  nChanged 96
		SP:Iteration 17Q (2843.440000 sec): 3 clusters
  Score: Raw -1401694.194441 + Penalty 3186.980942 = -1398507.213499
  nChanged 90
		SP:Iteration 18Q (2843.680000 sec): 3 clusters
  Score: Raw -1401710.473315 + Penalty 3186.980942 = -1398523.492372
  nChanged 78
		SP:Iteration 19Q (2843.940000 sec): 3 clusters
  Score: Raw -1401724.388297 + Penalty 3186.980942 = -1398537.407354
  nChanged 75
		SP:Iteration 20F (2844.200000 sec): 3 clusters
  Score: Raw -1401737.193107 + Penalty 3186.980942 = -1398550.212165
  nChanged 62
		SP:Iteration 21Q (2844.450000 sec): 3 clusters
  Score: Raw -1401746.531846 + Penalty 3186.980942 = -1398559.550904
  nChanged 56
		SP:Iteration 22Q (2844.770000 sec): 3 clusters
  Score: Raw -1401755.792639 + Penalty 3186.980942 = -1398568.811697
  nChanged 71
		SP:Iteration 23Q (2844.970000 sec): 3 clusters
  Score: Raw -1401767.405152 + Penalty 3186.980942 = -1398580.424210
  nChanged 65
		SP:Iteration 24Q (2845.260000 sec): 3 clusters
  Score: Raw -1401774.516873 + Penalty 3186.980942 = -1398587.535931
  nChanged 44
		SP:Iteration 25Q (2845.570000 sec): 3 clusters
  Score: Raw -1401779.786920 + Penalty 3186.980942 = -1398592.805978
  nChanged 44
		SP:Iteration 26Q (2845.920000 sec): 3 clusters
  Score: Raw -1401785.569994 + Penalty 3186.980942 = -1398598.589052
  nChanged 44
		SP:Iteration 27Q (2846.140000 sec): 3 clusters
  Score: Raw -1401791.069304 + Penalty 3186.980942 = -1398604.088362
  nChanged 43
		SP:Iteration 28Q (2846.420000 sec): 3 clusters
  Score: Raw -1401795.140851 + Penalty 3186.980942 = -1398608.159909
  nChanged 36
		SP:Iteration 29Q (2846.740000 sec): 3 clusters
  Score: Raw -1401798.477321 + Penalty 3186.980942 = -1398611.496379
  nChanged 26
		SP:Iteration 30Q (2847.070000 sec): 3 clusters
  Score: Raw -1401800.530819 + Penalty 3186.980942 = -1398613.549877
  nChanged 21
		SP:Iteration 31Q (2847.330000 sec): 3 clusters
  Score: Raw -1401802.129941 + Penalty 3186.980942 = -1398615.148999
  nChanged 18
		SP:Iteration 32Q (2847.600000 sec): 3 clusters
  Score: Raw -1401803.717761 + Penalty 3186.980942 = -1398616.736819
  nChanged 28
		SP:Iteration 33Q (2847.920000 sec): 3 clusters
  Score: Raw -1401805.750395 + Penalty 3186.980942 = -1398618.769453
  nChanged 14
		SP:Iteration 34Q (2848.270000 sec): 3 clusters
  Score: Raw -1401806.608963 + Penalty 3186.980942 = -1398619.628021
  nChanged 13
		SP:Iteration 35Q (2848.560000 sec): 3 clusters
  Score: Raw -1401807.319434 + Penalty 3186.980942 = -1398620.338492
  nChanged 10
		SP:Iteration 36Q (2848.850000 sec): 3 clusters
  Score: Raw -1401807.947834 + Penalty 3186.980942 = -1398620.966892
  nChanged 10
		SP:Iteration 37Q (2849.160000 sec): 3 clusters
  Score: Raw -1401808.494412 + Penalty 3186.980942 = -1398621.513470
  nChanged 9
		SP:Iteration 38Q (2849.480000 sec): 3 clusters
  Score: Raw -1401808.908505 + Penalty 3186.980942 = -1398621.927563
  nChanged 9
		SP:Iteration 39Q (2849.720000 sec): 3 clusters
  Score: Raw -1401809.233531 + Penalty 3186.980942 = -1398622.252589
  nChanged 7
		SP:Iteration 40F (2850.010000 sec): 3 clusters
  Score: Raw -1401809.641556 + Penalty 3186.980942 = -1398622.660613
  nChanged 7
		SP:Iteration 41Q (2850.330000 sec): 3 clusters
  Score: Raw -1401810.011389 + Penalty 3186.980942 = -1398623.030447
  nChanged 6
		SP:Iteration 42Q (2850.610000 sec): 3 clusters
  Score: Raw -1401810.278641 + Penalty 3186.980942 = -1398623.297699
  nChanged 6
		SP:Iteration 43Q (2850.850000 sec): 3 clusters
  Score: Raw -1401810.480045 + Penalty 3186.980942 = -1398623.499103
  nChanged 3
		SP:Iteration 44Q (2851.180000 sec): 3 clusters
  Score: Raw -1401810.589126 + Penalty 3186.980942 = -1398623.608184
  nChanged 5
		SP:Iteration 45Q (2851.470000 sec): 3 clusters
  Score: Raw -1401810.914457 + Penalty 3186.980942 = -1398623.933514
  nChanged 4
		SP:Iteration 46Q (2851.780000 sec): 3 clusters
  Score: Raw -1401811.104560 + Penalty 3186.980942 = -1398624.123618
  nChanged 2
		SP:Iteration 47Q (2852.030000 sec): 3 clusters
  Score: Raw -1401811.266043 + Penalty 3186.980942 = -1398624.285101
  nChanged 3
		SP:Iteration 48Q (2852.390000 sec): 3 clusters
  Score: Raw -1401811.412267 + Penalty 3186.980942 = -1398624.431325
  nChanged 1
		SP:Iteration 49Q (2852.630000 sec): 3 clusters
  Score: Raw -1401811.445770 + Penalty 3186.980942 = -1398624.464828
  nChanged 1
		SP:Iteration 50Q (2852.940000 sec): 3 clusters
  Score: Raw -1401811.489775 + Penalty 3186.980942 = -1398624.508833
  nChanged 2
		SP:Iteration 51Q (2853.280000 sec): 3 clusters
  Score: Raw -1401811.592583 + Penalty 3186.980942 = -1398624.611641
  nChanged 3
		SP:Iteration 52Q (2853.540000 sec): 3 clusters
  Score: Raw -1401811.777750 + Penalty 3186.980942 = -1398624.796808
  nChanged 2
		SP:Iteration 53Q (2853.880000 sec): 3 clusters
  Score: Raw -1401811.804841 + Penalty 3186.980942 = -1398624.823899
  nChanged 2
		SP:Iteration 54Q (2854.120000 sec): 3 clusters
  Score: Raw -1401811.857641 + Penalty 3186.980942 = -1398624.876699
  nChanged 2
		SP:Iteration 55Q (2854.410000 sec): 3 clusters
  Score: Raw -1401811.958114 + Penalty 3186.980942 = -1398624.977171
  nChanged 1
		SP:Iteration 56Q (2854.780000 sec): 3 clusters
  Score: Raw -1401811.979170 + Penalty 3186.980942 = -1398624.998228
  nChanged 1
		SP:Iteration 57Q (2855.100000 sec): 3 clusters
  Score: Raw -1401811.995031 + Penalty 3186.980942 = -1398625.014088
  nChanged 0
		SP:Iteration 58F (2855.370000 sec): 3 clusters
  Score: Raw -1401811.995031 + Penalty 3186.980942 = -1398625.014088
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (14978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2855.570000 sec): 2 clusters
  Score: Raw -1379051.095711 + Penalty 1562.329882 = -1377488.765829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2855.800000 sec): 3 clusters
  Score: Raw -1370186.460049 + Penalty 3124.659764 = -1367061.800285
  nChanged 6701
		SP:Iteration 1F (2856.080000 sec): 3 clusters
  Score: Raw -1374654.518462 + Penalty 3124.659764 = -1371529.858698
  nChanged 1702
		SP:Iteration 2F (2856.320000 sec): 3 clusters
  Score: Raw -1376744.053524 + Penalty 3124.659764 = -1373619.393760
  nChanged 1751
		SP:Iteration 3F (2856.570000 sec): 3 clusters
  Score: Raw -1378823.609529 + Penalty 3124.659764 = -1375698.949765
  nChanged 1338
		SP:Iteration 4F (2856.810000 sec): 3 clusters
  Score: Raw -1380088.282913 + Penalty 3124.659764 = -1376963.623148
  nChanged 881
		SP:Iteration 5F (2857.070000 sec): 3 clusters
  Score: Raw -1380690.244347 + Penalty 3124.659764 = -1377565.584583
  nChanged 560
		SP:Iteration 6Q (2857.330000 sec): 3 clusters
  Score: Raw -1380979.962575 + Penalty 3124.659764 = -1377855.302811
  nChanged 378
		SP:Iteration 7Q (2857.600000 sec): 3 clusters
  Score: Raw -1381131.991521 + Penalty 3124.659764 = -1378007.331757
  nChanged 266
		SP:Iteration 8Q (2857.900000 sec): 3 clusters
  Score: Raw -1381211.063482 + Penalty 3124.659764 = -1378086.403718
  nChanged 171
		SP:Iteration 9Q (2858.230000 sec): 3 clusters
  Score: Raw -1381250.276890 + Penalty 3124.659764 = -1378125.617125
  nChanged 119
		SP:Iteration 10Q (2858.460000 sec): 3 clusters
  Score: Raw -1381275.332342 + Penalty 3124.659764 = -1378150.672577
  nChanged 93
		SP:Iteration 11Q (2858.700000 sec): 3 clusters
  Score: Raw -1381288.741415 + Penalty 3124.659764 = -1378164.081650
  nChanged 58
		SP:Iteration 12Q (2858.960000 sec): 3 clusters
  Score: Raw -1381297.021499 + Penalty 3124.659764 = -1378172.361734
  nChanged 47
		SP:Iteration 13Q (2859.210000 sec): 3 clusters
  Score: Raw -1381303.059000 + Penalty 3124.659764 = -1378178.399235
  nChanged 39
		SP:Iteration 14Q (2859.450000 sec): 3 clusters
  Score: Raw -1381307.167194 + Penalty 3124.659764 = -1378182.507429
  nChanged 31
		SP:Iteration 15Q (2859.730000 sec): 3 clusters
  Score: Raw -1381311.378774 + Penalty 3124.659764 = -1378186.719010
  nChanged 27
		SP:Iteration 16Q (2860.010000 sec): 3 clusters
  Score: Raw -1381313.679988 + Penalty 3124.659764 = -1378189.020224
  nChanged 16
		SP:Iteration 17Q (2860.260000 sec): 3 clusters
  Score: Raw -1381315.435414 + Penalty 3124.659764 = -1378190.775649
  nChanged 15
		SP:Iteration 18Q (2860.520000 sec): 3 clusters
  Score: Raw -1381316.771210 + Penalty 3124.659764 = -1378192.111446
  nChanged 12
		SP:Iteration 19Q (2860.760000 sec): 3 clusters
  Score: Raw -1381317.795889 + Penalty 3124.659764 = -1378193.136124
  nChanged 9
		SP:Iteration 20F (2861.020000 sec): 3 clusters
  Score: Raw -1381318.641292 + Penalty 3124.659764 = -1378193.981528
  nChanged 6
		SP:Iteration 21Q (2861.310000 sec): 3 clusters
  Score: Raw -1381319.307241 + Penalty 3124.659764 = -1378194.647476
  nChanged 7
		SP:Iteration 22Q (2861.560000 sec): 3 clusters
  Score: Raw -1381320.154292 + Penalty 3124.659764 = -1378195.494527
  nChanged 9
		SP:Iteration 23Q (2861.860000 sec): 3 clusters
  Score: Raw -1381321.234759 + Penalty 3124.659764 = -1378196.574994
  nChanged 11
		SP:Iteration 24Q (2862.040000 sec): 3 clusters
  Score: Raw -1381322.440777 + Penalty 3124.659764 = -1378197.781013
  nChanged 10
		SP:Iteration 25Q (2862.320000 sec): 3 clusters
  Score: Raw -1381323.162013 + Penalty 3124.659764 = -1378198.502249
  nChanged 3
		SP:Iteration 26Q (2862.520000 sec): 3 clusters
  Score: Raw -1381323.344927 + Penalty 3124.659764 = -1378198.685163
  nChanged 5
		SP:Iteration 27Q (2862.780000 sec): 3 clusters
  Score: Raw -1381323.639966 + Penalty 3124.659764 = -1378198.980201
  nChanged 5
		SP:Iteration 28Q (2862.980000 sec): 3 clusters
  Score: Raw -1381323.939704 + Penalty 3124.659764 = -1378199.279940
  nChanged 4
		SP:Iteration 29Q (2863.210000 sec): 3 clusters
  Score: Raw -1381324.115351 + Penalty 3124.659764 = -1378199.455587
  nChanged 4
		SP:Iteration 30Q (2863.500000 sec): 3 clusters
  Score: Raw -1381324.261710 + Penalty 3124.659764 = -1378199.601945
  nChanged 2
		SP:Iteration 31Q (2863.710000 sec): 3 clusters
  Score: Raw -1381324.371797 + Penalty 3124.659764 = -1378199.712032
  nChanged 2
		SP:Iteration 32Q (2863.950000 sec): 3 clusters
  Score: Raw -1381324.470342 + Penalty 3124.659764 = -1378199.810578
  nChanged 0
		SP:Iteration 33F (2864.190000 sec): 3 clusters
  Score: Raw -1381324.470342 + Penalty 3124.659764 = -1378199.810578
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (21524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2864.370000 sec): 2 clusters
  Score: Raw -1854729.557976 + Penalty 1621.250129 = -1853108.307847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2864.640000 sec): 3 clusters
  Score: Raw -1841749.805158 + Penalty 3242.500258 = -1838507.304900
  nChanged 9843
		SP:Iteration 1F (2864.970000 sec): 3 clusters
  Score: Raw -1848808.309796 + Penalty 3242.500258 = -1845565.809538
  nChanged 2071
		SP:Iteration 2F (2865.260000 sec): 3 clusters
  Score: Raw -1851269.107327 + Penalty 3242.500258 = -1848026.607069
  nChanged 2070
		SP:Iteration 3F (2865.540000 sec): 3 clusters
  Score: Raw -1853491.777241 + Penalty 3242.500258 = -1850249.276983
  nChanged 1820
		SP:Iteration 4F (2865.790000 sec): 3 clusters
  Score: Raw -1855073.427933 + Penalty 3242.500258 = -1851830.927675
  nChanged 1420
		SP:Iteration 5F (2866.130000 sec): 3 clusters
  Score: Raw -1856244.195606 + Penalty 3242.500258 = -1853001.695348
  nChanged 1088
		SP:Iteration 6F (2866.310000 sec): 3 clusters
  Score: Raw -1857205.542057 + Penalty 3242.500258 = -1853963.041799
  nChanged 896
		SP:Iteration 7Q (2866.530000 sec): 3 clusters
  Score: Raw -1858064.867794 + Penalty 3242.500258 = -1854822.367536
  nChanged 686
		SP:Iteration 8Q (2866.840000 sec): 3 clusters
  Score: Raw -1858681.424297 + Penalty 3242.500258 = -1855438.924039
  nChanged 566
		SP:Iteration 9Q (2867.070000 sec): 3 clusters
  Score: Raw -1859103.795737 + Penalty 3242.500258 = -1855861.295480
  nChanged 450
		SP:Iteration 10Q (2867.400000 sec): 3 clusters
  Score: Raw -1859447.823478 + Penalty 3242.500258 = -1856205.323220
  nChanged 414
		SP:Iteration 11Q (2867.710000 sec): 3 clusters
  Score: Raw -1859815.874435 + Penalty 3242.500258 = -1856573.374177
  nChanged 417
		SP:Iteration 12Q (2867.940000 sec): 3 clusters
  Score: Raw -1860218.347560 + Penalty 3242.500258 = -1856975.847302
  nChanged 405
		SP:Iteration 13Q (2868.230000 sec): 3 clusters
  Score: Raw -1860649.143266 + Penalty 3242.500258 = -1857406.643009
  nChanged 379
		SP:Iteration 14Q (2868.490000 sec): 3 clusters
  Score: Raw -1861165.838533 + Penalty 3242.500258 = -1857923.338275
  nChanged 366
		SP:Iteration 15Q (2868.750000 sec): 3 clusters
  Score: Raw -1861737.316599 + Penalty 3242.500258 = -1858494.816341
  nChanged 415
		SP:Iteration 16Q (2868.970000 sec): 3 clusters
  Score: Raw -1862253.396009 + Penalty 3242.500258 = -1859010.895751
  nChanged 359
		SP:Iteration 17Q (2869.280000 sec): 3 clusters
  Score: Raw -1862621.439248 + Penalty 3242.500258 = -1859378.938990
  nChanged 349
		SP:Iteration 18Q (2869.530000 sec): 3 clusters
  Score: Raw -1863055.349298 + Penalty 3242.500258 = -1859812.849040
  nChanged 382
		SP:Iteration 19Q (2869.800000 sec): 3 clusters
  Score: Raw -1863688.714362 + Penalty 3242.500258 = -1860446.214104
  nChanged 508
		SP:Iteration 20F (2870.150000 sec): 3 clusters
  Score: Raw -1864529.275249 + Penalty 3242.500258 = -1861286.774991
  nChanged 496
		SP:Iteration 21Q (2870.370000 sec): 3 clusters
  Score: Raw -1865083.094209 + Penalty 3242.500258 = -1861840.593951
  nChanged 289
		SP:Iteration 22Q (2870.650000 sec): 3 clusters
  Score: Raw -1865235.515168 + Penalty 3242.500258 = -1861993.014910
  nChanged 151
		SP:Iteration 23Q (2870.950000 sec): 3 clusters
  Score: Raw -1865278.263765 + Penalty 3242.500258 = -1862035.763507
  nChanged 76
		SP:Iteration 24Q (2871.210000 sec): 3 clusters
  Score: Raw -1865293.900679 + Penalty 3242.500258 = -1862051.400421
  nChanged 44
		SP:Iteration 25Q (2871.470000 sec): 3 clusters
  Score: Raw -1865299.933586 + Penalty 3242.500258 = -1862057.433328
  nChanged 23
		SP:Iteration 26Q (2871.770000 sec): 3 clusters
  Score: Raw -1865304.549787 + Penalty 3242.500258 = -1862062.049529
  nChanged 14
		SP:Iteration 27Q (2872.000000 sec): 3 clusters
  Score: Raw -1865309.080602 + Penalty 3242.500258 = -1862066.580344
  nChanged 12
		SP:Iteration 28Q (2872.210000 sec): 3 clusters
  Score: Raw -1865312.922315 + Penalty 3242.500258 = -1862070.422057
  nChanged 15
		SP:Iteration 29Q (2872.520000 sec): 3 clusters
  Score: Raw -1865315.709375 + Penalty 3242.500258 = -1862073.209117
  nChanged 9
		SP:Iteration 30Q (2872.770000 sec): 3 clusters
  Score: Raw -1865318.131345 + Penalty 3242.500258 = -1862075.631087
  nChanged 14
		SP:Iteration 31Q (2873.030000 sec): 3 clusters
  Score: Raw -1865319.924381 + Penalty 3242.500258 = -1862077.424123
  nChanged 6
		SP:Iteration 32Q (2873.300000 sec): 3 clusters
  Score: Raw -1865320.971100 + Penalty 3242.500258 = -1862078.470842
  nChanged 4
		SP:Iteration 33Q (2873.570000 sec): 3 clusters
  Score: Raw -1865321.433352 + Penalty 3242.500258 = -1862078.933094
  nChanged 2
		SP:Iteration 34Q (2873.810000 sec): 3 clusters
  Score: Raw -1865321.931629 + Penalty 3242.500258 = -1862079.431371
  nChanged 5
		SP:Iteration 35Q (2874.050000 sec): 3 clusters
  Score: Raw -1865322.509607 + Penalty 3242.500258 = -1862080.009349
  nChanged 3
		SP:Iteration 36Q (2874.370000 sec): 3 clusters
  Score: Raw -1865322.724575 + Penalty 3242.500258 = -1862080.224318
  nChanged 2
		SP:Iteration 37Q (2874.610000 sec): 3 clusters
  Score: Raw -1865323.222574 + Penalty 3242.500258 = -1862080.722316
  nChanged 3
		SP:Iteration 38Q (2874.920000 sec): 3 clusters
  Score: Raw -1865323.589163 + Penalty 3242.500258 = -1862081.088905
  nChanged 3
		SP:Iteration 39Q (2875.220000 sec): 3 clusters
  Score: Raw -1865323.857625 + Penalty 3242.500258 = -1862081.357367
  nChanged 1
		SP:Iteration 40F (2875.470000 sec): 3 clusters
  Score: Raw -1865323.968365 + Penalty 3242.500258 = -1862081.468107
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (9921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2875.590000 sec): 2 clusters
  Score: Raw -736664.195313 + Penalty 1495.391463 = -735168.803851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2875.810000 sec): 3 clusters
  Score: Raw -731065.447735 + Penalty 2990.782926 = -728074.664810
  nChanged 4367
		SP:Iteration 1F (2876.020000 sec): 3 clusters
  Score: Raw -733940.310993 + Penalty 2990.782926 = -730949.528067
  nChanged 1030
		SP:Iteration 2F (2876.250000 sec): 3 clusters
  Score: Raw -735289.996486 + Penalty 2990.782926 = -732299.213561
  nChanged 1047
		SP:Iteration 3F (2876.490000 sec): 3 clusters
  Score: Raw -736622.416552 + Penalty 2990.782926 = -733631.633626
  nChanged 857
		SP:Iteration 4F (2876.670000 sec): 3 clusters
  Score: Raw -737498.644774 + Penalty 2990.782926 = -734507.861848
  nChanged 602
		SP:Iteration 5F (2876.900000 sec): 3 clusters
  Score: Raw -737976.315825 + Penalty 2990.782926 = -734985.532899
  nChanged 449
		SP:Iteration 6Q (2877.100000 sec): 3 clusters
  Score: Raw -738318.516658 + Penalty 2990.782926 = -735327.733733
  nChanged 382
		SP:Iteration 7Q (2877.370000 sec): 3 clusters
  Score: Raw -738574.637859 + Penalty 2990.782926 = -735583.854933
  nChanged 307
		SP:Iteration 8Q (2877.590000 sec): 3 clusters
  Score: Raw -738757.904102 + Penalty 2990.782926 = -735767.121176
  nChanged 238
		SP:Iteration 9Q (2877.750000 sec): 3 clusters
  Score: Raw -738877.485008 + Penalty 2990.782926 = -735886.702082
  nChanged 182
		SP:Iteration 10Q (2877.980000 sec): 3 clusters
  Score: Raw -738955.716345 + Penalty 2990.782926 = -735964.933420
  nChanged 139
		SP:Iteration 11Q (2878.210000 sec): 3 clusters
  Score: Raw -739010.827707 + Penalty 2990.782926 = -736020.044781
  nChanged 130
		SP:Iteration 12Q (2878.410000 sec): 3 clusters
  Score: Raw -739067.104721 + Penalty 2990.782926 = -736076.321795
  nChanged 118
		SP:Iteration 13Q (2878.610000 sec): 3 clusters
  Score: Raw -739114.371191 + Penalty 2990.782926 = -736123.588265
  nChanged 104
		SP:Iteration 14Q (2878.840000 sec): 3 clusters
  Score: Raw -739151.783447 + Penalty 2990.782926 = -736161.000521
  nChanged 81
		SP:Iteration 15Q (2879.010000 sec): 3 clusters
  Score: Raw -739187.648392 + Penalty 2990.782926 = -736196.865467
  nChanged 109
		SP:Iteration 16Q (2879.240000 sec): 3 clusters
  Score: Raw -739239.000155 + Penalty 2990.782926 = -736248.217230
  nChanged 96
		SP:Iteration 17Q (2879.410000 sec): 3 clusters
  Score: Raw -739289.950057 + Penalty 2990.782926 = -736299.167132
  nChanged 94
		SP:Iteration 18Q (2879.640000 sec): 3 clusters
  Score: Raw -739339.252529 + Penalty 2990.782926 = -736348.469604
  nChanged 91
		SP:Iteration 19Q (2879.810000 sec): 3 clusters
  Score: Raw -739375.392188 + Penalty 2990.782926 = -736384.609263
  nChanged 88
		SP:Iteration 20F (2880.010000 sec): 3 clusters
  Score: Raw -739408.262084 + Penalty 2990.782926 = -736417.479159
  nChanged 84
		SP:Iteration 21Q (2880.290000 sec): 3 clusters
  Score: Raw -739440.845833 + Penalty 2990.782926 = -736450.062907
  nChanged 72
		SP:Iteration 22Q (2880.490000 sec): 3 clusters
  Score: Raw -739466.823462 + Penalty 2990.782926 = -736476.040537
  nChanged 71
		SP:Iteration 23Q (2880.760000 sec): 3 clusters
  Score: Raw -739490.450959 + Penalty 2990.782926 = -736499.668034
  nChanged 68
		SP:Iteration 24Q (2880.960000 sec): 3 clusters
  Score: Raw -739514.816589 + Penalty 2990.782926 = -736524.033663
  nChanged 62
		SP:Iteration 25Q (2881.200000 sec): 3 clusters
  Score: Raw -739538.727278 + Penalty 2990.782926 = -736547.944353
  nChanged 54
		SP:Iteration 26Q (2881.400000 sec): 3 clusters
  Score: Raw -739553.834405 + Penalty 2990.782926 = -736563.051480
  nChanged 43
		SP:Iteration 27Q (2881.630000 sec): 3 clusters
  Score: Raw -739570.003901 + Penalty 2990.782926 = -736579.220976
  nChanged 45
		SP:Iteration 28Q (2881.830000 sec): 3 clusters
  Score: Raw -739582.603409 + Penalty 2990.782926 = -736591.820484
  nChanged 37
		SP:Iteration 29Q (2882.010000 sec): 3 clusters
  Score: Raw -739596.846664 + Penalty 2990.782926 = -736606.063739
  nChanged 39
		SP:Iteration 30Q (2882.210000 sec): 3 clusters
  Score: Raw -739608.279517 + Penalty 2990.782926 = -736617.496592
  nChanged 29
		SP:Iteration 31Q (2882.370000 sec): 3 clusters
  Score: Raw -739616.973148 + Penalty 2990.782926 = -736626.190223
  nChanged 30
		SP:Iteration 32Q (2882.580000 sec): 3 clusters
  Score: Raw -739627.081344 + Penalty 2990.782926 = -736636.298419
  nChanged 44
		SP:Iteration 33Q (2882.790000 sec): 3 clusters
  Score: Raw -739640.503254 + Penalty 2990.782926 = -736649.720328
  nChanged 39
		SP:Iteration 34Q (2882.990000 sec): 3 clusters
  Score: Raw -739653.835523 + Penalty 2990.782926 = -736663.052598
  nChanged 35
		SP:Iteration 35Q (2883.160000 sec): 3 clusters
  Score: Raw -739663.350281 + Penalty 2990.782926 = -736672.567355
  nChanged 33
		SP:Iteration 36Q (2883.350000 sec): 3 clusters
  Score: Raw -739669.866747 + Penalty 2990.782926 = -736679.083822
  nChanged 22
		SP:Iteration 37Q (2883.570000 sec): 3 clusters
  Score: Raw -739675.220468 + Penalty 2990.782926 = -736684.437543
  nChanged 26
		SP:Iteration 38Q (2883.770000 sec): 3 clusters
  Score: Raw -739681.199157 + Penalty 2990.782926 = -736690.416232
  nChanged 22
		SP:Iteration 39Q (2883.950000 sec): 3 clusters
  Score: Raw -739686.786856 + Penalty 2990.782926 = -736696.003930
  nChanged 23
		SP:Iteration 40F (2884.150000 sec): 3 clusters
  Score: Raw -739692.448681 + Penalty 2990.782926 = -736701.665756
  nChanged 21
		SP:Iteration 41Q (2884.360000 sec): 3 clusters
  Score: Raw -739697.384226 + Penalty 2990.782926 = -736706.601301
  nChanged 11
		SP:Iteration 42Q (2884.560000 sec): 3 clusters
  Score: Raw -739699.262590 + Penalty 2990.782926 = -736708.479665
  nChanged 13
		SP:Iteration 43Q (2884.760000 sec): 3 clusters
  Score: Raw -739701.021424 + Penalty 2990.782926 = -736710.238499
  nChanged 13
		SP:Iteration 44Q (2884.960000 sec): 3 clusters
  Score: Raw -739702.527943 + Penalty 2990.782926 = -736711.745017
  nChanged 9
		SP:Iteration 45Q (2885.180000 sec): 3 clusters
  Score: Raw -739703.720727 + Penalty 2990.782926 = -736712.937802
  nChanged 7
		SP:Iteration 46Q (2885.400000 sec): 3 clusters
  Score: Raw -739704.715215 + Penalty 2990.782926 = -736713.932289
  nChanged 9
		SP:Iteration 47Q (2885.610000 sec): 3 clusters
  Score: Raw -739706.212322 + Penalty 2990.782926 = -736715.429397
  nChanged 9
		SP:Iteration 48Q (2885.820000 sec): 3 clusters
  Score: Raw -739707.237369 + Penalty 2990.782926 = -736716.454443
  nChanged 8
		SP:Iteration 49Q (2886.010000 sec): 3 clusters
  Score: Raw -739708.647842 + Penalty 2990.782926 = -736717.864916
  nChanged 10
		SP:Iteration 50Q (2886.200000 sec): 3 clusters
  Score: Raw -739710.976948 + Penalty 2990.782926 = -736720.194023
  nChanged 14
		SP:Iteration 51Q (2886.420000 sec): 3 clusters
  Score: Raw -739713.759472 + Penalty 2990.782926 = -736722.976546
  nChanged 16
		SP:Iteration 52Q (2886.580000 sec): 3 clusters
  Score: Raw -739716.002358 + Penalty 2990.782926 = -736725.219433
  nChanged 19
		SP:Iteration 53Q (2886.770000 sec): 3 clusters
  Score: Raw -739718.649199 + Penalty 2990.782926 = -736727.866273
  nChanged 14
		SP:Iteration 54Q (2886.990000 sec): 3 clusters
  Score: Raw -739720.871645 + Penalty 2990.782926 = -736730.088719
  nChanged 14
		SP:Iteration 55Q (2887.210000 sec): 3 clusters
  Score: Raw -739723.494798 + Penalty 2990.782926 = -736732.711872
  nChanged 19
		SP:Iteration 56Q (2887.410000 sec): 3 clusters
  Score: Raw -739727.354919 + Penalty 2990.782926 = -736736.571994
  nChanged 27
		SP:Iteration 57Q (2887.590000 sec): 3 clusters
  Score: Raw -739730.030576 + Penalty 2990.782926 = -736739.247650
  nChanged 14
		SP:Iteration 58Q (2887.780000 sec): 3 clusters
  Score: Raw -739732.301989 + Penalty 2990.782926 = -736741.519063
  nChanged 7
		SP:Iteration 59Q (2887.990000 sec): 3 clusters
  Score: Raw -739733.026359 + Penalty 2990.782926 = -736742.243434
  nChanged 6
		SP:Iteration 60F (2888.190000 sec): 3 clusters
  Score: Raw -739733.554668 + Penalty 2990.782926 = -736742.771742
  nChanged 3
		SP:Iteration 61Q (2888.430000 sec): 3 clusters
  Score: Raw -739733.935147 + Penalty 2990.782926 = -736743.152222
  nChanged 4
		SP:Iteration 62Q (2888.620000 sec): 3 clusters
  Score: Raw -739734.315420 + Penalty 2990.782926 = -736743.532495
  nChanged 1
		SP:Iteration 63Q (2888.790000 sec): 3 clusters
  Score: Raw -739734.394913 + Penalty 2990.782926 = -736743.611987
  nChanged 1
		SP:Iteration 64Q (2889.020000 sec): 3 clusters
  Score: Raw -739734.467822 + Penalty 2990.782926 = -736743.684896
  nChanged 1
		SP:Iteration 65Q (2889.230000 sec): 3 clusters
  Score: Raw -739734.535119 + Penalty 2990.782926 = -736743.752193
  nChanged 2
		SP:Iteration 66Q (2889.440000 sec): 3 clusters
  Score: Raw -739734.649246 + Penalty 2990.782926 = -736743.866320
  nChanged 2
		SP:Iteration 67Q (2889.640000 sec): 3 clusters
  Score: Raw -739734.961690 + Penalty 2990.782926 = -736744.178764
  nChanged 1
		SP:Iteration 68Q (2889.860000 sec): 3 clusters
  Score: Raw -739735.156209 + Penalty 2990.782926 = -736744.373284
  nChanged 1
		SP:Iteration 69Q (2890.080000 sec): 3 clusters
  Score: Raw -739735.511001 + Penalty 2990.782926 = -736744.728075
  nChanged 3
		SP:Iteration 70Q (2890.240000 sec): 3 clusters
  Score: Raw -739735.805096 + Penalty 2990.782926 = -736745.022171
  nChanged 2
		SP:Iteration 71Q (2890.440000 sec): 3 clusters
  Score: Raw -739735.935708 + Penalty 2990.782926 = -736745.152783
  nChanged 0
		SP:Iteration 72F (2890.630000 sec): 3 clusters
  Score: Raw -739735.935708 + Penalty 2990.782926 = -736745.152783
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (17859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2890.820000 sec): 2 clusters
  Score: Raw -1430400.592769 + Penalty 1590.917715 = -1428809.675054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2891.090000 sec): 3 clusters
  Score: Raw -1419981.106124 + Penalty 3181.835430 = -1416799.270694
  nChanged 7995
		SP:Iteration 1F (2891.370000 sec): 3 clusters
  Score: Raw -1426053.090057 + Penalty 3181.835430 = -1422871.254626
  nChanged 1993
		SP:Iteration 2F (2891.580000 sec): 3 clusters
  Score: Raw -1428115.050083 + Penalty 3181.835430 = -1424933.214653
  nChanged 1716
		SP:Iteration 3F (2891.900000 sec): 3 clusters
  Score: Raw -1429648.777724 + Penalty 3181.835430 = -1426466.942294
  nChanged 1270
		SP:Iteration 4F (2892.130000 sec): 3 clusters
  Score: Raw -1430630.610880 + Penalty 3181.835430 = -1427448.775450
  nChanged 943
		SP:Iteration 5F (2892.420000 sec): 3 clusters
  Score: Raw -1431262.639122 + Penalty 3181.835430 = -1428080.803692
  nChanged 701
		SP:Iteration 6Q (2892.660000 sec): 3 clusters
  Score: Raw -1431699.708126 + Penalty 3181.835430 = -1428517.872696
  nChanged 586
		SP:Iteration 7Q (2892.950000 sec): 3 clusters
  Score: Raw -1432053.668618 + Penalty 3181.835430 = -1428871.833188
  nChanged 485
		SP:Iteration 8Q (2893.210000 sec): 3 clusters
  Score: Raw -1432388.988974 + Penalty 3181.835430 = -1429207.153544
  nChanged 462
		SP:Iteration 9Q (2893.490000 sec): 3 clusters
  Score: Raw -1432704.906453 + Penalty 3181.835430 = -1429523.071023
  nChanged 464
		SP:Iteration 10Q (2893.740000 sec): 3 clusters
  Score: Raw -1433023.198870 + Penalty 3181.835430 = -1429841.363440
  nChanged 455
		SP:Iteration 11Q (2894.030000 sec): 3 clusters
  Score: Raw -1433347.335727 + Penalty 3181.835430 = -1430165.500297
  nChanged 439
		SP:Iteration 12Q (2894.280000 sec): 3 clusters
  Score: Raw -1433633.974480 + Penalty 3181.835430 = -1430452.139050
  nChanged 389
		SP:Iteration 13Q (2894.550000 sec): 3 clusters
  Score: Raw -1433880.983766 + Penalty 3181.835430 = -1430699.148336
  nChanged 324
		SP:Iteration 14Q (2894.820000 sec): 3 clusters
  Score: Raw -1434048.517459 + Penalty 3181.835430 = -1430866.682029
  nChanged 276
		SP:Iteration 15Q (2895.030000 sec): 3 clusters
  Score: Raw -1434160.503265 + Penalty 3181.835430 = -1430978.667835
  nChanged 212
		SP:Iteration 16Q (2895.240000 sec): 3 clusters
  Score: Raw -1434223.146622 + Penalty 3181.835430 = -1431041.311192
  nChanged 169
		SP:Iteration 17Q (2895.520000 sec): 3 clusters
  Score: Raw -1434266.336032 + Penalty 3181.835430 = -1431084.500602
  nChanged 125
		SP:Iteration 18Q (2895.750000 sec): 3 clusters
  Score: Raw -1434298.057277 + Penalty 3181.835430 = -1431116.221847
  nChanged 116
		SP:Iteration 19Q (2896.060000 sec): 3 clusters
  Score: Raw -1434318.360258 + Penalty 3181.835430 = -1431136.524828
  nChanged 91
		SP:Iteration 20F (2896.320000 sec): 3 clusters
  Score: Raw -1434333.931742 + Penalty 3181.835430 = -1431152.096312
  nChanged 69
		SP:Iteration 21Q (2896.610000 sec): 3 clusters
  Score: Raw -1434344.218506 + Penalty 3181.835430 = -1431162.383075
  nChanged 58
		SP:Iteration 22Q (2896.890000 sec): 3 clusters
  Score: Raw -1434352.778424 + Penalty 3181.835430 = -1431170.942994
  nChanged 39
		SP:Iteration 23Q (2897.110000 sec): 3 clusters
  Score: Raw -1434358.016846 + Penalty 3181.835430 = -1431176.181416
  nChanged 27
		SP:Iteration 24Q (2897.390000 sec): 3 clusters
  Score: Raw -1434360.342992 + Penalty 3181.835430 = -1431178.507562
  nChanged 22
		SP:Iteration 25Q (2897.650000 sec): 3 clusters
  Score: Raw -1434362.130672 + Penalty 3181.835430 = -1431180.295242
  nChanged 22
		SP:Iteration 26Q (2897.900000 sec): 3 clusters
  Score: Raw -1434364.103976 + Penalty 3181.835430 = -1431182.268545
  nChanged 18
		SP:Iteration 27Q (2898.160000 sec): 3 clusters
  Score: Raw -1434365.677109 + Penalty 3181.835430 = -1431183.841679
  nChanged 17
		SP:Iteration 28Q (2898.420000 sec): 3 clusters
  Score: Raw -1434367.297264 + Penalty 3181.835430 = -1431185.461834
  nChanged 21
		SP:Iteration 29Q (2898.670000 sec): 3 clusters
  Score: Raw -1434369.008303 + Penalty 3181.835430 = -1431187.172873
  nChanged 20
		SP:Iteration 30Q (2898.930000 sec): 3 clusters
  Score: Raw -1434370.912360 + Penalty 3181.835430 = -1431189.076930
  nChanged 17
		SP:Iteration 31Q (2899.160000 sec): 3 clusters
  Score: Raw -1434372.457750 + Penalty 3181.835430 = -1431190.622320
  nChanged 10
		SP:Iteration 32Q (2899.410000 sec): 3 clusters
  Score: Raw -1434373.192754 + Penalty 3181.835430 = -1431191.357324
  nChanged 12
		SP:Iteration 33Q (2899.680000 sec): 3 clusters
  Score: Raw -1434373.941421 + Penalty 3181.835430 = -1431192.105991
  nChanged 8
		SP:Iteration 34Q (2899.940000 sec): 3 clusters
  Score: Raw -1434374.553317 + Penalty 3181.835430 = -1431192.717887
  nChanged 4
		SP:Iteration 35Q (2900.170000 sec): 3 clusters
  Score: Raw -1434374.801112 + Penalty 3181.835430 = -1431192.965682
  nChanged 4
		SP:Iteration 36Q (2900.400000 sec): 3 clusters
  Score: Raw -1434374.993821 + Penalty 3181.835430 = -1431193.158391
  nChanged 4
		SP:Iteration 37Q (2900.670000 sec): 3 clusters
  Score: Raw -1434375.526825 + Penalty 3181.835430 = -1431193.691395
  nChanged 5
		SP:Iteration 38Q (2900.940000 sec): 3 clusters
  Score: Raw -1434376.009653 + Penalty 3181.835430 = -1431194.174223
  nChanged 0
		SP:Iteration 39F (2901.160000 sec): 3 clusters
  Score: Raw -1434376.009653 + Penalty 3181.835430 = -1431194.174223
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (38238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2901.530000 sec): 2 clusters
  Score: Raw -3529653.813210 + Penalty 1714.632573 = -3527939.180637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2901.960000 sec): 3 clusters
  Score: Raw -3505929.996147 + Penalty 3429.265146 = -3502500.731001
  nChanged 17850
		SP:Iteration 1F (2902.420000 sec): 3 clusters
  Score: Raw -3517764.011615 + Penalty 3429.265146 = -3514334.746469
  nChanged 3212
		SP:Iteration 2F (2902.890000 sec): 3 clusters
  Score: Raw -3520233.319520 + Penalty 3429.265146 = -3516804.054374
  nChanged 3544
		SP:Iteration 3F (2903.240000 sec): 3 clusters
  Score: Raw -3523402.206626 + Penalty 3429.265146 = -3519972.941480
  nChanged 3460
		SP:Iteration 4F (2903.650000 sec): 3 clusters
  Score: Raw -3526378.552101 + Penalty 3429.265146 = -3522949.286956
  nChanged 2864
		SP:Iteration 5F (2904.140000 sec): 3 clusters
  Score: Raw -3528607.694352 + Penalty 3429.265146 = -3525178.429206
  nChanged 2129
		SP:Iteration 6F (2904.530000 sec): 3 clusters
  Score: Raw -3530097.997405 + Penalty 3429.265146 = -3526668.732259
  nChanged 1620
		SP:Iteration 7Q (2904.890000 sec): 3 clusters
  Score: Raw -3531257.495199 + Penalty 3429.265146 = -3527828.230053
  nChanged 1345
		SP:Iteration 8Q (2905.280000 sec): 3 clusters
  Score: Raw -3532091.104441 + Penalty 3429.265146 = -3528661.839296
  nChanged 1083
		SP:Iteration 9Q (2905.750000 sec): 3 clusters
  Score: Raw -3532671.593270 + Penalty 3429.265146 = -3529242.328124
  nChanged 956
		SP:Iteration 10Q (2906.170000 sec): 3 clusters
  Score: Raw -3533101.052558 + Penalty 3429.265146 = -3529671.787413
  nChanged 847
		SP:Iteration 11Q (2906.570000 sec): 3 clusters
  Score: Raw -3533442.198955 + Penalty 3429.265146 = -3530012.933809
  nChanged 767
		SP:Iteration 12Q (2906.980000 sec): 3 clusters
  Score: Raw -3533690.319057 + Penalty 3429.265146 = -3530261.053911
  nChanged 750
		SP:Iteration 13Q (2907.390000 sec): 3 clusters
  Score: Raw -3533913.748108 + Penalty 3429.265146 = -3530484.482962
  nChanged 705
		SP:Iteration 14Q (2907.780000 sec): 3 clusters
  Score: Raw -3534106.972502 + Penalty 3429.265146 = -3530677.707356
  nChanged 677
		SP:Iteration 15Q (2908.200000 sec): 3 clusters
  Score: Raw -3534284.634230 + Penalty 3429.265146 = -3530855.369084
  nChanged 663
		SP:Iteration 16Q (2908.560000 sec): 3 clusters
  Score: Raw -3534478.721296 + Penalty 3429.265146 = -3531049.456150
  nChanged 704
		SP:Iteration 17Q (2908.920000 sec): 3 clusters
  Score: Raw -3534705.734140 + Penalty 3429.265146 = -3531276.468994
  nChanged 738
		SP:Iteration 18Q (2909.310000 sec): 3 clusters
  Score: Raw -3534947.664870 + Penalty 3429.265146 = -3531518.399724
  nChanged 745
		SP:Iteration 19Q (2909.660000 sec): 3 clusters
  Score: Raw -3535191.610641 + Penalty 3429.265146 = -3531762.345495
  nChanged 672
		SP:Iteration 20F (2910.040000 sec): 3 clusters
  Score: Raw -3535397.848410 + Penalty 3429.265146 = -3531968.583264
  nChanged 633
		SP:Iteration 21Q (2910.500000 sec): 3 clusters
  Score: Raw -3535579.386966 + Penalty 3429.265146 = -3532150.121821
  nChanged 575
		SP:Iteration 22Q (2910.880000 sec): 3 clusters
  Score: Raw -3535731.448419 + Penalty 3429.265146 = -3532302.183274
  nChanged 526
		SP:Iteration 23Q (2911.220000 sec): 3 clusters
  Score: Raw -3535852.884598 + Penalty 3429.265146 = -3532423.619452
  nChanged 458
		SP:Iteration 24Q (2911.660000 sec): 3 clusters
  Score: Raw -3535943.853215 + Penalty 3429.265146 = -3532514.588069
  nChanged 403
		SP:Iteration 25Q (2912.030000 sec): 3 clusters
  Score: Raw -3536016.196761 + Penalty 3429.265146 = -3532586.931615
  nChanged 361
		SP:Iteration 26Q (2912.420000 sec): 3 clusters
  Score: Raw -3536075.877519 + Penalty 3429.265146 = -3532646.612373
  nChanged 298
		SP:Iteration 27Q (2912.760000 sec): 3 clusters
  Score: Raw -3536116.598273 + Penalty 3429.265146 = -3532687.333127
  nChanged 250
		SP:Iteration 28Q (2913.210000 sec): 3 clusters
  Score: Raw -3536148.839998 + Penalty 3429.265146 = -3532719.574852
  nChanged 225
		SP:Iteration 29Q (2913.610000 sec): 3 clusters
  Score: Raw -3536174.547474 + Penalty 3429.265146 = -3532745.282328
  nChanged 179
		SP:Iteration 30Q (2914.000000 sec): 3 clusters
  Score: Raw -3536193.737552 + Penalty 3429.265146 = -3532764.472406
  nChanged 162
		SP:Iteration 31Q (2914.360000 sec): 3 clusters
  Score: Raw -3536208.635386 + Penalty 3429.265146 = -3532779.370240
  nChanged 139
		SP:Iteration 32Q (2914.770000 sec): 3 clusters
  Score: Raw -3536220.430377 + Penalty 3429.265146 = -3532791.165231
  nChanged 122
		SP:Iteration 33Q (2915.140000 sec): 3 clusters
  Score: Raw -3536229.146765 + Penalty 3429.265146 = -3532799.881619
  nChanged 97
		SP:Iteration 34Q (2915.490000 sec): 3 clusters
  Score: Raw -3536236.773986 + Penalty 3429.265146 = -3532807.508840
  nChanged 90
		SP:Iteration 35Q (2915.860000 sec): 3 clusters
  Score: Raw -3536242.899427 + Penalty 3429.265146 = -3532813.634281
  nChanged 77
		SP:Iteration 36Q (2916.270000 sec): 3 clusters
  Score: Raw -3536247.193260 + Penalty 3429.265146 = -3532817.928114
  nChanged 66
		SP:Iteration 37Q (2916.730000 sec): 3 clusters
  Score: Raw -3536251.197925 + Penalty 3429.265146 = -3532821.932779
  nChanged 73
		SP:Iteration 38Q (2917.150000 sec): 3 clusters
  Score: Raw -3536256.276429 + Penalty 3429.265146 = -3532827.011283
  nChanged 61
		SP:Iteration 39Q (2917.530000 sec): 3 clusters
  Score: Raw -3536259.944296 + Penalty 3429.265146 = -3532830.679151
  nChanged 51
		SP:Iteration 40F (2917.930000 sec): 3 clusters
  Score: Raw -3536262.975000 + Penalty 3429.265146 = -3532833.709854
  nChanged 44
		SP:Iteration 41Q (2918.290000 sec): 3 clusters
  Score: Raw -3536265.483995 + Penalty 3429.265146 = -3532836.218849
  nChanged 43
		SP:Iteration 42Q (2918.670000 sec): 3 clusters
  Score: Raw -3536267.710173 + Penalty 3429.265146 = -3532838.445027
  nChanged 34
		SP:Iteration 43Q (2919.070000 sec): 3 clusters
  Score: Raw -3536269.423337 + Penalty 3429.265146 = -3532840.158191
  nChanged 34
		SP:Iteration 44Q (2919.470000 sec): 3 clusters
  Score: Raw -3536271.317244 + Penalty 3429.265146 = -3532842.052098
  nChanged 37
		SP:Iteration 45Q (2919.830000 sec): 3 clusters
  Score: Raw -3536273.090735 + Penalty 3429.265146 = -3532843.825589
  nChanged 26
		SP:Iteration 46Q (2920.210000 sec): 3 clusters
  Score: Raw -3536274.427717 + Penalty 3429.265146 = -3532845.162571
  nChanged 23
		SP:Iteration 47Q (2920.610000 sec): 3 clusters
  Score: Raw -3536275.548079 + Penalty 3429.265146 = -3532846.282933
  nChanged 27
		SP:Iteration 48Q (2920.960000 sec): 3 clusters
  Score: Raw -3536276.753921 + Penalty 3429.265146 = -3532847.488775
  nChanged 17
		SP:Iteration 49Q (2921.350000 sec): 3 clusters
  Score: Raw -3536277.347376 + Penalty 3429.265146 = -3532848.082230
  nChanged 15
		SP:Iteration 50Q (2921.790000 sec): 3 clusters
  Score: Raw -3536278.054750 + Penalty 3429.265146 = -3532848.789604
  nChanged 16
		SP:Iteration 51Q (2922.200000 sec): 3 clusters
  Score: Raw -3536278.819856 + Penalty 3429.265146 = -3532849.554710
  nChanged 22
		SP:Iteration 52Q (2922.600000 sec): 3 clusters
  Score: Raw -3536279.777934 + Penalty 3429.265146 = -3532850.512788
  nChanged 13
		SP:Iteration 53Q (2922.920000 sec): 3 clusters
  Score: Raw -3536280.286648 + Penalty 3429.265146 = -3532851.021502
  nChanged 14
		SP:Iteration 54Q (2923.390000 sec): 3 clusters
  Score: Raw -3536280.950742 + Penalty 3429.265146 = -3532851.685596
  nChanged 11
		SP:Iteration 55Q (2923.850000 sec): 3 clusters
  Score: Raw -3536281.426523 + Penalty 3429.265146 = -3532852.161377
  nChanged 10
		SP:Iteration 56Q (2924.330000 sec): 3 clusters
  Score: Raw -3536281.861142 + Penalty 3429.265146 = -3532852.595996
  nChanged 6
		SP:Iteration 57Q (2924.690000 sec): 3 clusters
  Score: Raw -3536282.051101 + Penalty 3429.265146 = -3532852.785955
  nChanged 5
		SP:Iteration 58Q (2925.090000 sec): 3 clusters
  Score: Raw -3536282.226932 + Penalty 3429.265146 = -3532852.961786
  nChanged 4
		SP:Iteration 59Q (2925.480000 sec): 3 clusters
  Score: Raw -3536282.363689 + Penalty 3429.265146 = -3532853.098543
  nChanged 4
		SP:Iteration 60F (2925.900000 sec): 3 clusters
  Score: Raw -3536282.487840 + Penalty 3429.265146 = -3532853.222694
  nChanged 3
		SP:Iteration 61Q (2926.290000 sec): 3 clusters
  Score: Raw -3536282.571372 + Penalty 3429.265146 = -3532853.306226
  nChanged 3
		SP:Iteration 62Q (2926.730000 sec): 3 clusters
  Score: Raw -3536282.663394 + Penalty 3429.265146 = -3532853.398248
  nChanged 2
		SP:Iteration 63Q (2927.110000 sec): 3 clusters
  Score: Raw -3536282.724723 + Penalty 3429.265146 = -3532853.459577
  nChanged 2
		SP:Iteration 64Q (2927.480000 sec): 3 clusters
  Score: Raw -3536282.776639 + Penalty 3429.265146 = -3532853.511493
  nChanged 1
		SP:Iteration 65Q (2927.900000 sec): 3 clusters
  Score: Raw -3536282.814487 + Penalty 3429.265146 = -3532853.549341
  nChanged 4
		SP:Iteration 66Q (2928.300000 sec): 3 clusters
  Score: Raw -3536282.946836 + Penalty 3429.265146 = -3532853.681690
  nChanged 3
		SP:Iteration 67Q (2928.720000 sec): 3 clusters
  Score: Raw -3536283.052628 + Penalty 3429.265146 = -3532853.787482
  nChanged 2
		SP:Iteration 68Q (2929.080000 sec): 3 clusters
  Score: Raw -3536283.115133 + Penalty 3429.265146 = -3532853.849987
  nChanged 2
		SP:Iteration 69Q (2929.490000 sec): 3 clusters
  Score: Raw -3536283.168980 + Penalty 3429.265146 = -3532853.903834
  nChanged 1
		SP:Iteration 70Q (2929.940000 sec): 3 clusters
  Score: Raw -3536283.199805 + Penalty 3429.265146 = -3532853.934659
  nChanged 1
		SP:Iteration 71Q (2930.380000 sec): 3 clusters
  Score: Raw -3536283.231291 + Penalty 3429.265146 = -3532853.966145
  nChanged 0
		SP:Iteration 72F (2930.890000 sec): 3 clusters
  Score: Raw -3536283.231291 + Penalty 3429.265146 = -3532853.966145
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (15079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2931.020000 sec): 2 clusters
  Score: Raw -1390805.099031 + Penalty 1563.421978 = -1389241.677053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2931.320000 sec): 3 clusters
  Score: Raw -1382102.678553 + Penalty 3126.843956 = -1378975.834597
  nChanged 6811
		SP:Iteration 1F (2931.580000 sec): 3 clusters
  Score: Raw -1387092.823858 + Penalty 3126.843956 = -1383965.979902
  nChanged 1760
		SP:Iteration 2F (2931.820000 sec): 3 clusters
  Score: Raw -1389338.950417 + Penalty 3126.843956 = -1386212.106461
  nChanged 1741
		SP:Iteration 3F (2932.120000 sec): 3 clusters
  Score: Raw -1391405.969966 + Penalty 3126.843956 = -1388279.126010
  nChanged 1291
		SP:Iteration 4F (2932.380000 sec): 3 clusters
  Score: Raw -1392661.457642 + Penalty 3126.843956 = -1389534.613686
  nChanged 834
		SP:Iteration 5F (2932.620000 sec): 3 clusters
  Score: Raw -1393383.224423 + Penalty 3126.843956 = -1390256.380467
  nChanged 643
		SP:Iteration 6Q (2932.870000 sec): 3 clusters
  Score: Raw -1393922.754567 + Penalty 3126.843956 = -1390795.910611
  nChanged 537
		SP:Iteration 7Q (2933.090000 sec): 3 clusters
  Score: Raw -1394342.893725 + Penalty 3126.843956 = -1391216.049768
  nChanged 490
		SP:Iteration 8Q (2933.330000 sec): 3 clusters
  Score: Raw -1394676.583416 + Penalty 3126.843956 = -1391549.739460
  nChanged 432
		SP:Iteration 9Q (2933.600000 sec): 3 clusters
  Score: Raw -1394953.144293 + Penalty 3126.843956 = -1391826.300337
  nChanged 415
		SP:Iteration 10Q (2933.820000 sec): 3 clusters
  Score: Raw -1395181.926641 + Penalty 3126.843956 = -1392055.082685
  nChanged 349
		SP:Iteration 11Q (2934.070000 sec): 3 clusters
  Score: Raw -1395352.785040 + Penalty 3126.843956 = -1392225.941084
  nChanged 314
		SP:Iteration 12Q (2934.260000 sec): 3 clusters
  Score: Raw -1395480.734267 + Penalty 3126.843956 = -1392353.890311
  nChanged 261
		SP:Iteration 13Q (2934.500000 sec): 3 clusters
  Score: Raw -1395575.981379 + Penalty 3126.843956 = -1392449.137423
  nChanged 238
		SP:Iteration 14Q (2934.710000 sec): 3 clusters
  Score: Raw -1395660.392180 + Penalty 3126.843956 = -1392533.548223
  nChanged 214
		SP:Iteration 15Q (2934.900000 sec): 3 clusters
  Score: Raw -1395728.666500 + Penalty 3126.843956 = -1392601.822544
  nChanged 197
		SP:Iteration 16Q (2935.080000 sec): 3 clusters
  Score: Raw -1395785.244812 + Penalty 3126.843956 = -1392658.400856
  nChanged 174
		SP:Iteration 17Q (2935.400000 sec): 3 clusters
  Score: Raw -1395832.404034 + Penalty 3126.843956 = -1392705.560078
  nChanged 147
		SP:Iteration 18Q (2935.640000 sec): 3 clusters
  Score: Raw -1395870.780161 + Penalty 3126.843956 = -1392743.936205
  nChanged 131
		SP:Iteration 19Q (2935.920000 sec): 3 clusters
  Score: Raw -1395901.688703 + Penalty 3126.843956 = -1392774.844747
  nChanged 95
		SP:Iteration 20F (2936.150000 sec): 3 clusters
  Score: Raw -1395920.985634 + Penalty 3126.843956 = -1392794.141678
  nChanged 65
		SP:Iteration 21Q (2936.370000 sec): 3 clusters
  Score: Raw -1395936.666325 + Penalty 3126.843956 = -1392809.822369
  nChanged 62
		SP:Iteration 22Q (2936.600000 sec): 3 clusters
  Score: Raw -1395952.721170 + Penalty 3126.843956 = -1392825.877214
  nChanged 59
		SP:Iteration 23Q (2936.790000 sec): 3 clusters
  Score: Raw -1395967.458682 + Penalty 3126.843956 = -1392840.614726
  nChanged 62
		SP:Iteration 24Q (2937.000000 sec): 3 clusters
  Score: Raw -1395980.610557 + Penalty 3126.843956 = -1392853.766601
  nChanged 60
		SP:Iteration 25Q (2937.250000 sec): 3 clusters
  Score: Raw -1395991.041504 + Penalty 3126.843956 = -1392864.197547
  nChanged 49
		SP:Iteration 26Q (2937.430000 sec): 3 clusters
  Score: Raw -1395998.724406 + Penalty 3126.843956 = -1392871.880450
  nChanged 40
		SP:Iteration 27Q (2937.690000 sec): 3 clusters
  Score: Raw -1396003.843506 + Penalty 3126.843956 = -1392876.999550
  nChanged 23
		SP:Iteration 28Q (2937.980000 sec): 3 clusters
  Score: Raw -1396006.386659 + Penalty 3126.843956 = -1392879.542703
  nChanged 13
		SP:Iteration 29Q (2938.220000 sec): 3 clusters
  Score: Raw -1396007.881889 + Penalty 3126.843956 = -1392881.037933
  nChanged 13
		SP:Iteration 30Q (2938.480000 sec): 3 clusters
  Score: Raw -1396009.167363 + Penalty 3126.843956 = -1392882.323407
  nChanged 9
		SP:Iteration 31Q (2938.670000 sec): 3 clusters
  Score: Raw -1396010.243830 + Penalty 3126.843956 = -1392883.399874
  nChanged 12
		SP:Iteration 32Q (2938.940000 sec): 3 clusters
  Score: Raw -1396011.501713 + Penalty 3126.843956 = -1392884.657757
  nChanged 15
		SP:Iteration 33Q (2939.210000 sec): 3 clusters
  Score: Raw -1396013.644091 + Penalty 3126.843956 = -1392886.800135
  nChanged 10
		SP:Iteration 34Q (2939.440000 sec): 3 clusters
  Score: Raw -1396014.857843 + Penalty 3126.843956 = -1392888.013887
  nChanged 13
		SP:Iteration 35Q (2939.700000 sec): 3 clusters
  Score: Raw -1396016.384001 + Penalty 3126.843956 = -1392889.540045
  nChanged 10
		SP:Iteration 36Q (2939.950000 sec): 3 clusters
  Score: Raw -1396017.286222 + Penalty 3126.843956 = -1392890.442266
  nChanged 7
		SP:Iteration 37Q (2940.200000 sec): 3 clusters
  Score: Raw -1396018.042079 + Penalty 3126.843956 = -1392891.198123
  nChanged 12
		SP:Iteration 38Q (2940.450000 sec): 3 clusters
  Score: Raw -1396019.320476 + Penalty 3126.843956 = -1392892.476520
  nChanged 15
		SP:Iteration 39Q (2940.700000 sec): 3 clusters
  Score: Raw -1396020.809415 + Penalty 3126.843956 = -1392893.965459
  nChanged 12
		SP:Iteration 40F (2940.950000 sec): 3 clusters
  Score: Raw -1396022.000408 + Penalty 3126.843956 = -1392895.156452
  nChanged 13
		SP:Iteration 41Q (2941.200000 sec): 3 clusters
  Score: Raw -1396023.267483 + Penalty 3126.843956 = -1392896.423527
  nChanged 8
		SP:Iteration 42Q (2941.450000 sec): 3 clusters
  Score: Raw -1396024.108469 + Penalty 3126.843956 = -1392897.264513
  nChanged 3
		SP:Iteration 43Q (2941.750000 sec): 3 clusters
  Score: Raw -1396024.444843 + Penalty 3126.843956 = -1392897.600887
  nChanged 8
		SP:Iteration 44Q (2942.010000 sec): 3 clusters
  Score: Raw -1396025.398797 + Penalty 3126.843956 = -1392898.554841
  nChanged 9
		SP:Iteration 45Q (2942.260000 sec): 3 clusters
  Score: Raw -1396026.264779 + Penalty 3126.843956 = -1392899.420823
  nChanged 8
		SP:Iteration 46Q (2942.550000 sec): 3 clusters
  Score: Raw -1396027.013013 + Penalty 3126.843956 = -1392900.169057
  nChanged 7
		SP:Iteration 47Q (2942.820000 sec): 3 clusters
  Score: Raw -1396027.695903 + Penalty 3126.843956 = -1392900.851947
  nChanged 1
		SP:Iteration 48Q (2943.100000 sec): 3 clusters
  Score: Raw -1396027.794241 + Penalty 3126.843956 = -1392900.950285
  nChanged 2
		SP:Iteration 49Q (2943.370000 sec): 3 clusters
  Score: Raw -1396028.024999 + Penalty 3126.843956 = -1392901.181043
  nChanged 4
		SP:Iteration 50Q (2943.610000 sec): 3 clusters
  Score: Raw -1396028.407984 + Penalty 3126.843956 = -1392901.564028
  nChanged 2
		SP:Iteration 51Q (2943.890000 sec): 3 clusters
  Score: Raw -1396028.585926 + Penalty 3126.843956 = -1392901.741970
  nChanged 3
		SP:Iteration 52Q (2944.160000 sec): 3 clusters
  Score: Raw -1396028.840603 + Penalty 3126.843956 = -1392901.996647
  nChanged 2
		SP:Iteration 53Q (2944.400000 sec): 3 clusters
  Score: Raw -1396028.993442 + Penalty 3126.843956 = -1392902.149486
  nChanged 3
		SP:Iteration 54Q (2944.620000 sec): 3 clusters
  Score: Raw -1396029.321612 + Penalty 3126.843956 = -1392902.477656
  nChanged 7
		SP:Iteration 55Q (2944.870000 sec): 3 clusters
  Score: Raw -1396030.062479 + Penalty 3126.843956 = -1392903.218523
  nChanged 6
		SP:Iteration 56Q (2945.090000 sec): 3 clusters
  Score: Raw -1396030.566419 + Penalty 3126.843956 = -1392903.722462
  nChanged 4
		SP:Iteration 57Q (2945.410000 sec): 3 clusters
  Score: Raw -1396030.865269 + Penalty 3126.843956 = -1392904.021313
  nChanged 4
		SP:Iteration 58Q (2945.680000 sec): 3 clusters
  Score: Raw -1396031.178100 + Penalty 3126.843956 = -1392904.334144
  nChanged 3
		SP:Iteration 59Q (2945.890000 sec): 3 clusters
  Score: Raw -1396031.439488 + Penalty 3126.843956 = -1392904.595532
  nChanged 5
		SP:Iteration 60F (2946.130000 sec): 3 clusters
  Score: Raw -1396031.775780 + Penalty 3126.843956 = -1392904.931824
  nChanged 2
		SP:Iteration 61Q (2946.380000 sec): 3 clusters
  Score: Raw -1396031.935158 + Penalty 3126.843956 = -1392905.091202
  nChanged 3
		SP:Iteration 62Q (2946.590000 sec): 3 clusters
  Score: Raw -1396032.116583 + Penalty 3126.843956 = -1392905.272627
  nChanged 0
		SP:Iteration 63F (2946.870000 sec): 3 clusters
  Score: Raw -1396032.116583 + Penalty 3126.843956 = -1392905.272627
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (19955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2947.090000 sec): 2 clusters
  Score: Raw -1854973.286312 + Penalty 1608.950690 = -1853364.335621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2947.450000 sec): 3 clusters
  Score: Raw -1843099.910265 + Penalty 3217.901381 = -1839882.008884
  nChanged 8892
		SP:Iteration 1F (2947.770000 sec): 3 clusters
  Score: Raw -1848140.651762 + Penalty 3217.901381 = -1844922.750381
  nChanged 1250
		SP:Iteration 2F (2948.090000 sec): 3 clusters
  Score: Raw -1848758.090040 + Penalty 3217.901381 = -1845540.188659
  nChanged 1230
		SP:Iteration 3F (2948.420000 sec): 3 clusters
  Score: Raw -1849372.608429 + Penalty 3217.901381 = -1846154.707048
  nChanged 1143
		SP:Iteration 4F (2948.730000 sec): 3 clusters
  Score: Raw -1849948.792417 + Penalty 3217.901381 = -1846730.891036
  nChanged 1126
		SP:Iteration 5F (2949.020000 sec): 3 clusters
  Score: Raw -1850570.890221 + Penalty 3217.901381 = -1847352.988840
  nChanged 1109
		SP:Iteration 6F (2949.340000 sec): 3 clusters
  Score: Raw -1851221.968808 + Penalty 3217.901381 = -1848004.067428
  nChanged 1095
		SP:Iteration 7F (2949.710000 sec): 3 clusters
  Score: Raw -1851931.350066 + Penalty 3217.901381 = -1848713.448685
  nChanged 1053
		SP:Iteration 8F (2950.040000 sec): 3 clusters
  Score: Raw -1852651.811206 + Penalty 3217.901381 = -1849433.909825
  nChanged 915
		SP:Iteration 9Q (2950.310000 sec): 3 clusters
  Score: Raw -1853277.069035 + Penalty 3217.901381 = -1850059.167655
  nChanged 732
		SP:Iteration 10Q (2950.610000 sec): 3 clusters
  Score: Raw -1853804.994515 + Penalty 3217.901381 = -1850587.093134
  nChanged 631
		SP:Iteration 11Q (2950.940000 sec): 3 clusters
  Score: Raw -1854253.835724 + Penalty 3217.901381 = -1851035.934344
  nChanged 441
		SP:Iteration 12Q (2951.210000 sec): 3 clusters
  Score: Raw -1854579.537767 + Penalty 3217.901381 = -1851361.636386
  nChanged 329
		SP:Iteration 13Q (2951.470000 sec): 3 clusters
  Score: Raw -1854840.355180 + Penalty 3217.901381 = -1851622.453800
  nChanged 207
		SP:Iteration 14Q (2951.720000 sec): 3 clusters
  Score: Raw -1855001.661676 + Penalty 3217.901381 = -1851783.760296
  nChanged 128
		SP:Iteration 15Q (2952.030000 sec): 3 clusters
  Score: Raw -1855098.382816 + Penalty 3217.901381 = -1851880.481436
  nChanged 91
		SP:Iteration 16Q (2952.340000 sec): 3 clusters
  Score: Raw -1855170.908320 + Penalty 3217.901381 = -1851953.006940
  nChanged 58
		SP:Iteration 17Q (2952.670000 sec): 3 clusters
  Score: Raw -1855215.321196 + Penalty 3217.901381 = -1851997.419815
  nChanged 36
		SP:Iteration 18Q (2952.990000 sec): 3 clusters
  Score: Raw -1855244.983367 + Penalty 3217.901381 = -1852027.081986
  nChanged 24
		SP:Iteration 19Q (2953.250000 sec): 3 clusters
  Score: Raw -1855263.903102 + Penalty 3217.901381 = -1852046.001721
  nChanged 18
		SP:Iteration 20F (2953.520000 sec): 3 clusters
  Score: Raw -1855279.546731 + Penalty 3217.901381 = -1852061.645351
  nChanged 17
		SP:Iteration 21Q (2953.850000 sec): 3 clusters
  Score: Raw -1855296.292667 + Penalty 3217.901381 = -1852078.391287
  nChanged 14
		SP:Iteration 22Q (2954.090000 sec): 3 clusters
  Score: Raw -1855306.868740 + Penalty 3217.901381 = -1852088.967360
  nChanged 12
		SP:Iteration 23Q (2954.330000 sec): 3 clusters
  Score: Raw -1855317.393335 + Penalty 3217.901381 = -1852099.491955
  nChanged 11
		SP:Iteration 24Q (2954.590000 sec): 3 clusters
  Score: Raw -1855325.768013 + Penalty 3217.901381 = -1852107.866632
  nChanged 4
		SP:Iteration 25Q (2954.820000 sec): 3 clusters
  Score: Raw -1855328.439294 + Penalty 3217.901381 = -1852110.537913
  nChanged 4
		SP:Iteration 26Q (2955.060000 sec): 3 clusters
  Score: Raw -1855331.586097 + Penalty 3217.901381 = -1852113.684716
  nChanged 1
		SP:Iteration 27Q (2955.300000 sec): 3 clusters
  Score: Raw -1855332.771329 + Penalty 3217.901381 = -1852114.869948
  nChanged 1
		SP:Iteration 28Q (2955.560000 sec): 3 clusters
  Score: Raw -1855333.817988 + Penalty 3217.901381 = -1852115.916607
  nChanged 1
		SP:Iteration 29Q (2955.800000 sec): 3 clusters
  Score: Raw -1855334.404318 + Penalty 3217.901381 = -1852116.502937
  nChanged 1
		SP:Iteration 30Q (2956.050000 sec): 3 clusters
  Score: Raw -1855334.823815 + Penalty 3217.901381 = -1852116.922435
  nChanged 1
		SP:Iteration 31Q (2956.320000 sec): 3 clusters
  Score: Raw -1855335.518144 + Penalty 3217.901381 = -1852117.616763
  nChanged 1
		SP:Iteration 32Q (2956.600000 sec): 3 clusters
  Score: Raw -1855336.424645 + Penalty 3217.901381 = -1852118.523264
  nChanged 1
		SP:Iteration 33Q (2956.870000 sec): 3 clusters
  Score: Raw -1855337.435623 + Penalty 3217.901381 = -1852119.534243
  nChanged 3
		SP:Iteration 34Q (2957.240000 sec): 3 clusters
  Score: Raw -1855339.203455 + Penalty 3217.901381 = -1852121.302075
  nChanged 0
		SP:Iteration 35F (2957.580000 sec): 3 clusters
  Score: Raw -1855339.203455 + Penalty 3217.901381 = -1852121.302075
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (13217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2957.710000 sec): 2 clusters
  Score: Raw -868658.399879 + Penalty 1542.004613 = -867116.395266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2957.950000 sec): 3 clusters
  Score: Raw -861083.581771 + Penalty 3084.009227 = -857999.572544
  nChanged 5839
		SP:Iteration 1F (2958.150000 sec): 3 clusters
  Score: Raw -865766.290685 + Penalty 3084.009227 = -862682.281458
  nChanged 1598
		SP:Iteration 2F (2958.370000 sec): 3 clusters
  Score: Raw -868087.013013 + Penalty 3084.009227 = -865003.003787
  nChanged 1486
		SP:Iteration 3F (2958.590000 sec): 3 clusters
  Score: Raw -870164.871455 + Penalty 3084.009227 = -867080.862228
  nChanged 1071
		SP:Iteration 4F (2958.830000 sec): 3 clusters
  Score: Raw -871283.764738 + Penalty 3084.009227 = -868199.755512
  nChanged 675
		SP:Iteration 5F (2959.110000 sec): 3 clusters
  Score: Raw -871753.149681 + Penalty 3084.009227 = -868669.140454
  nChanged 395
		SP:Iteration 6Q (2959.410000 sec): 3 clusters
  Score: Raw -871971.230343 + Penalty 3084.009227 = -868887.221116
  nChanged 283
		SP:Iteration 7Q (2959.600000 sec): 3 clusters
  Score: Raw -872112.734373 + Penalty 3084.009227 = -869028.725146
  nChanged 221
		SP:Iteration 8Q (2959.850000 sec): 3 clusters
  Score: Raw -872225.245031 + Penalty 3084.009227 = -869141.235804
  nChanged 198
		SP:Iteration 9Q (2960.100000 sec): 3 clusters
  Score: Raw -872324.061648 + Penalty 3084.009227 = -869240.052422
  nChanged 172
		SP:Iteration 10Q (2960.390000 sec): 3 clusters
  Score: Raw -872407.990785 + Penalty 3084.009227 = -869323.981558
  nChanged 162
		SP:Iteration 11Q (2960.640000 sec): 3 clusters
  Score: Raw -872498.026706 + Penalty 3084.009227 = -869414.017479
  nChanged 162
		SP:Iteration 12Q (2960.890000 sec): 3 clusters
  Score: Raw -872581.600727 + Penalty 3084.009227 = -869497.591501
  nChanged 144
		SP:Iteration 13Q (2961.130000 sec): 3 clusters
  Score: Raw -872650.537319 + Penalty 3084.009227 = -869566.528092
  nChanged 136
		SP:Iteration 14Q (2961.370000 sec): 3 clusters
  Score: Raw -872721.867943 + Penalty 3084.009227 = -869637.858716
  nChanged 156
		SP:Iteration 15Q (2961.660000 sec): 3 clusters
  Score: Raw -872805.488426 + Penalty 3084.009227 = -869721.479200
  nChanged 142
		SP:Iteration 16Q (2961.950000 sec): 3 clusters
  Score: Raw -872878.519439 + Penalty 3084.009227 = -869794.510213
  nChanged 162
		SP:Iteration 17Q (2962.210000 sec): 3 clusters
  Score: Raw -872957.369425 + Penalty 3084.009227 = -869873.360199
  nChanged 150
		SP:Iteration 18Q (2962.470000 sec): 3 clusters
  Score: Raw -873033.465160 + Penalty 3084.009227 = -869949.455934
  nChanged 142
		SP:Iteration 19Q (2962.660000 sec): 3 clusters
  Score: Raw -873103.894541 + Penalty 3084.009227 = -870019.885315
  nChanged 131
		SP:Iteration 20F (2962.960000 sec): 3 clusters
  Score: Raw -873155.887070 + Penalty 3084.009227 = -870071.877844
  nChanged 92
		SP:Iteration 21Q (2963.290000 sec): 3 clusters
  Score: Raw -873188.318335 + Penalty 3084.009227 = -870104.309109
  nChanged 83
		SP:Iteration 22Q (2963.510000 sec): 3 clusters
  Score: Raw -873210.627065 + Penalty 3084.009227 = -870126.617839
  nChanged 60
		SP:Iteration 23Q (2963.710000 sec): 3 clusters
  Score: Raw -873226.338845 + Penalty 3084.009227 = -870142.329619
  nChanged 56
		SP:Iteration 24Q (2963.940000 sec): 3 clusters
  Score: Raw -873238.176193 + Penalty 3084.009227 = -870154.166966
  nChanged 49
		SP:Iteration 25Q (2964.180000 sec): 3 clusters
  Score: Raw -873250.125058 + Penalty 3084.009227 = -870166.115831
  nChanged 50
		SP:Iteration 26Q (2964.440000 sec): 3 clusters
  Score: Raw -873258.315285 + Penalty 3084.009227 = -870174.306059
  nChanged 42
		SP:Iteration 27Q (2964.710000 sec): 3 clusters
  Score: Raw -873264.023362 + Penalty 3084.009227 = -870180.014135
  nChanged 30
		SP:Iteration 28Q (2964.920000 sec): 3 clusters
  Score: Raw -873267.253318 + Penalty 3084.009227 = -870183.244091
  nChanged 20
		SP:Iteration 29Q (2965.180000 sec): 3 clusters
  Score: Raw -873269.051999 + Penalty 3084.009227 = -870185.042772
  nChanged 9
		SP:Iteration 30Q (2965.450000 sec): 3 clusters
  Score: Raw -873270.095778 + Penalty 3084.009227 = -870186.086551
  nChanged 11
		SP:Iteration 31Q (2965.680000 sec): 3 clusters
  Score: Raw -873271.569561 + Penalty 3084.009227 = -870187.560334
  nChanged 11
		SP:Iteration 32Q (2965.930000 sec): 3 clusters
  Score: Raw -873272.446886 + Penalty 3084.009227 = -870188.437659
  nChanged 3
		SP:Iteration 33Q (2966.170000 sec): 3 clusters
  Score: Raw -873272.724966 + Penalty 3084.009227 = -870188.715739
  nChanged 4
		SP:Iteration 34Q (2966.440000 sec): 3 clusters
  Score: Raw -873273.120318 + Penalty 3084.009227 = -870189.111091
  nChanged 3
		SP:Iteration 35Q (2966.680000 sec): 3 clusters
  Score: Raw -873273.434866 + Penalty 3084.009227 = -870189.425640
  nChanged 4
		SP:Iteration 36Q (2966.910000 sec): 3 clusters
  Score: Raw -873273.616719 + Penalty 3084.009227 = -870189.607493
  nChanged 4
		SP:Iteration 37Q (2967.150000 sec): 3 clusters
  Score: Raw -873273.946050 + Penalty 3084.009227 = -870189.936824
  nChanged 4
		SP:Iteration 38Q (2967.370000 sec): 3 clusters
  Score: Raw -873274.226947 + Penalty 3084.009227 = -870190.217720
  nChanged 3
		SP:Iteration 39Q (2967.580000 sec): 3 clusters
  Score: Raw -873274.413259 + Penalty 3084.009227 = -870190.404032
  nChanged 1
		SP:Iteration 40F (2967.850000 sec): 3 clusters
  Score: Raw -873274.440959 + Penalty 3084.009227 = -870190.431732
  nChanged 1
		SP:Iteration 41Q (2968.130000 sec): 3 clusters
  Score: Raw -873274.477100 + Penalty 3084.009227 = -870190.467873
  nChanged 2
		SP:Iteration 42Q (2968.350000 sec): 3 clusters
  Score: Raw -873274.620381 + Penalty 3084.009227 = -870190.611154
  nChanged 2
		SP:Iteration 43Q (2968.600000 sec): 3 clusters
  Score: Raw -873274.830026 + Penalty 3084.009227 = -870190.820799
  nChanged 3
		SP:Iteration 44Q (2968.850000 sec): 3 clusters
  Score: Raw -873275.216702 + Penalty 3084.009227 = -870191.207476
  nChanged 6
		SP:Iteration 45Q (2969.110000 sec): 3 clusters
  Score: Raw -873276.071576 + Penalty 3084.009227 = -870192.062349
  nChanged 3
		SP:Iteration 46Q (2969.370000 sec): 3 clusters
  Score: Raw -873276.328873 + Penalty 3084.009227 = -870192.319647
  nChanged 2
		SP:Iteration 47Q (2969.630000 sec): 3 clusters
  Score: Raw -873277.120982 + Penalty 3084.009227 = -870193.111755
  nChanged 1
		SP:Iteration 48Q (2969.890000 sec): 3 clusters
  Score: Raw -873277.204311 + Penalty 3084.009227 = -870193.195084
  nChanged 1
		SP:Iteration 49Q (2970.080000 sec): 3 clusters
  Score: Raw -873277.270491 + Penalty 3084.009227 = -870193.261264
  nChanged 2
		SP:Iteration 50Q (2970.330000 sec): 3 clusters
  Score: Raw -873277.486168 + Penalty 3084.009227 = -870193.476942
  nChanged 3
		SP:Iteration 51Q (2970.610000 sec): 3 clusters
  Score: Raw -873277.661866 + Penalty 3084.009227 = -870193.652639
  nChanged 1
		SP:Iteration 52Q (2970.860000 sec): 3 clusters
  Score: Raw -873277.727441 + Penalty 3084.009227 = -870193.718214
  nChanged 1
		SP:Iteration 53Q (2971.130000 sec): 3 clusters
  Score: Raw -873277.778270 + Penalty 3084.009227 = -870193.769044
  nChanged 1
		SP:Iteration 54Q (2971.380000 sec): 3 clusters
  Score: Raw -873277.839997 + Penalty 3084.009227 = -870193.830770
  nChanged 1
		SP:Iteration 55Q (2971.660000 sec): 3 clusters
  Score: Raw -873277.891220 + Penalty 3084.009227 = -870193.881994
  nChanged 2
		SP:Iteration 56Q (2971.940000 sec): 3 clusters
  Score: Raw -873278.153253 + Penalty 3084.009227 = -870194.144026
  nChanged 1
		SP:Iteration 57Q (2972.220000 sec): 3 clusters
  Score: Raw -873278.232314 + Penalty 3084.009227 = -870194.223088
  nChanged 2
		SP:Iteration 58Q (2972.470000 sec): 3 clusters
  Score: Raw -873278.348596 + Penalty 3084.009227 = -870194.339369
  nChanged 2
		SP:Iteration 59Q (2972.710000 sec): 3 clusters
  Score: Raw -873278.482041 + Penalty 3084.009227 = -870194.472815
  nChanged 0
		SP:Iteration 60F (2972.960000 sec): 3 clusters
  Score: Raw -873278.482041 + Penalty 3084.009227 = -870194.472815
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (5051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2973.090000 sec): 2 clusters
  Score: Raw -428722.173433 + Penalty 1385.692997 = -427336.480436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2973.290000 sec): 3 clusters
  Score: Raw -426152.806701 + Penalty 2771.385995 = -423381.420706
  nChanged 2107
		SP:Iteration 1F (2973.490000 sec): 3 clusters
  Score: Raw -427878.947359 + Penalty 2771.385995 = -425107.561364
  nChanged 557
		SP:Iteration 2F (2973.690000 sec): 3 clusters
  Score: Raw -428532.716597 + Penalty 2771.385995 = -425761.330602
  nChanged 422
		SP:Iteration 3F (2973.900000 sec): 3 clusters
  Score: Raw -429059.635918 + Penalty 2771.385995 = -426288.249924
  nChanged 330
		SP:Iteration 4F (2974.080000 sec): 3 clusters
  Score: Raw -429433.529408 + Penalty 2771.385995 = -426662.143413
  nChanged 246
		SP:Iteration 5Q (2974.260000 sec): 3 clusters
  Score: Raw -429703.681359 + Penalty 2771.385995 = -426932.295364
  nChanged 244
		SP:Iteration 6Q (2974.410000 sec): 3 clusters
  Score: Raw -429964.458186 + Penalty 2771.385995 = -427193.072191
  nChanged 237
		SP:Iteration 7Q (2974.560000 sec): 3 clusters
  Score: Raw -430198.455028 + Penalty 2771.385995 = -427427.069033
  nChanged 234
		SP:Iteration 8Q (2974.710000 sec): 3 clusters
  Score: Raw -430411.807587 + Penalty 2771.385995 = -427640.421593
  nChanged 224
		SP:Iteration 9Q (2974.900000 sec): 3 clusters
  Score: Raw -430609.718287 + Penalty 2771.385995 = -427838.332292
  nChanged 209
		SP:Iteration 10Q (2975.030000 sec): 3 clusters
  Score: Raw -430802.980059 + Penalty 2771.385995 = -428031.594064
  nChanged 179
		SP:Iteration 11Q (2975.230000 sec): 3 clusters
  Score: Raw -430948.323646 + Penalty 2771.385995 = -428176.937651
  nChanged 124
		SP:Iteration 12Q (2975.460000 sec): 3 clusters
  Score: Raw -431021.409537 + Penalty 2771.385995 = -428250.023542
  nChanged 77
		SP:Iteration 13Q (2975.620000 sec): 3 clusters
  Score: Raw -431055.878863 + Penalty 2771.385995 = -428284.492868
  nChanged 40
		SP:Iteration 14Q (2975.840000 sec): 3 clusters
  Score: Raw -431073.017103 + Penalty 2771.385995 = -428301.631109
  nChanged 38
		SP:Iteration 15Q (2976.010000 sec): 3 clusters
  Score: Raw -431091.286028 + Penalty 2771.385995 = -428319.900033
  nChanged 29
		SP:Iteration 16Q (2976.200000 sec): 3 clusters
  Score: Raw -431106.290294 + Penalty 2771.385995 = -428334.904299
  nChanged 27
		SP:Iteration 17Q (2976.400000 sec): 3 clusters
  Score: Raw -431118.725339 + Penalty 2771.385995 = -428347.339344
  nChanged 18
		SP:Iteration 18Q (2976.600000 sec): 3 clusters
  Score: Raw -431126.638414 + Penalty 2771.385995 = -428355.252419
  nChanged 17
		SP:Iteration 19Q (2976.760000 sec): 3 clusters
  Score: Raw -431132.740545 + Penalty 2771.385995 = -428361.354550
  nChanged 19
		SP:Iteration 20F (2976.920000 sec): 3 clusters
  Score: Raw -431143.105327 + Penalty 2771.385995 = -428371.719332
  nChanged 20
		SP:Iteration 21Q (2977.080000 sec): 3 clusters
  Score: Raw -431151.824711 + Penalty 2771.385995 = -428380.438716
  nChanged 24
		SP:Iteration 22Q (2977.270000 sec): 3 clusters
  Score: Raw -431161.228555 + Penalty 2771.385995 = -428389.842560
  nChanged 13
		SP:Iteration 23Q (2977.450000 sec): 3 clusters
  Score: Raw -431166.446789 + Penalty 2771.385995 = -428395.060794
  nChanged 15
		SP:Iteration 24Q (2977.610000 sec): 3 clusters
  Score: Raw -431172.470916 + Penalty 2771.385995 = -428401.084921
  nChanged 13
		SP:Iteration 25Q (2977.760000 sec): 3 clusters
  Score: Raw -431178.241838 + Penalty 2771.385995 = -428406.855843
  nChanged 14
		SP:Iteration 26Q (2977.910000 sec): 3 clusters
  Score: Raw -431186.707262 + Penalty 2771.385995 = -428415.321267
  nChanged 16
		SP:Iteration 27Q (2978.090000 sec): 3 clusters
  Score: Raw -431193.998490 + Penalty 2771.385995 = -428422.612495
  nChanged 12
		SP:Iteration 28Q (2978.250000 sec): 3 clusters
  Score: Raw -431202.142500 + Penalty 2771.385995 = -428430.756505
  nChanged 15
		SP:Iteration 29Q (2978.390000 sec): 3 clusters
  Score: Raw -431208.696425 + Penalty 2771.385995 = -428437.310430
  nChanged 14
		SP:Iteration 30Q (2978.610000 sec): 3 clusters
  Score: Raw -431216.967034 + Penalty 2771.385995 = -428445.581039
  nChanged 12
		SP:Iteration 31Q (2978.800000 sec): 3 clusters
  Score: Raw -431223.510806 + Penalty 2771.385995 = -428452.124811
  nChanged 11
		SP:Iteration 32Q (2979.050000 sec): 3 clusters
  Score: Raw -431229.626587 + Penalty 2771.385995 = -428458.240592
  nChanged 13
		SP:Iteration 33Q (2979.240000 sec): 3 clusters
  Score: Raw -431233.886901 + Penalty 2771.385995 = -428462.500907
  nChanged 11
		SP:Iteration 34Q (2979.400000 sec): 3 clusters
  Score: Raw -431237.407355 + Penalty 2771.385995 = -428466.021360
  nChanged 8
		SP:Iteration 35Q (2979.540000 sec): 3 clusters
  Score: Raw -431240.346228 + Penalty 2771.385995 = -428468.960233
  nChanged 7
		SP:Iteration 36Q (2979.720000 sec): 3 clusters
  Score: Raw -431244.589047 + Penalty 2771.385995 = -428473.203052
  nChanged 8
		SP:Iteration 37Q (2979.900000 sec): 3 clusters
  Score: Raw -431248.379594 + Penalty 2771.385995 = -428476.993599
  nChanged 6
		SP:Iteration 38Q (2980.020000 sec): 3 clusters
  Score: Raw -431251.937832 + Penalty 2771.385995 = -428480.551838
  nChanged 14
		SP:Iteration 39Q (2980.190000 sec): 3 clusters
  Score: Raw -431260.683990 + Penalty 2771.385995 = -428489.297995
  nChanged 19
		SP:Iteration 40F (2980.380000 sec): 3 clusters
  Score: Raw -431272.649902 + Penalty 2771.385995 = -428501.263908
  nChanged 15
		SP:Iteration 41Q (2980.590000 sec): 3 clusters
  Score: Raw -431280.022234 + Penalty 2771.385995 = -428508.636239
  nChanged 8
		SP:Iteration 42Q (2980.770000 sec): 3 clusters
  Score: Raw -431282.405511 + Penalty 2771.385995 = -428511.019516
  nChanged 5
		SP:Iteration 43Q (2980.910000 sec): 3 clusters
  Score: Raw -431284.327466 + Penalty 2771.385995 = -428512.941472
  nChanged 5
		SP:Iteration 44Q (2981.110000 sec): 3 clusters
  Score: Raw -431285.665341 + Penalty 2771.385995 = -428514.279346
  nChanged 2
		SP:Iteration 45Q (2981.330000 sec): 3 clusters
  Score: Raw -431285.909931 + Penalty 2771.385995 = -428514.523936
  nChanged 3
		SP:Iteration 46Q (2981.490000 sec): 3 clusters
  Score: Raw -431286.482625 + Penalty 2771.385995 = -428515.096630
  nChanged 2
		SP:Iteration 47Q (2981.690000 sec): 3 clusters
  Score: Raw -431286.895739 + Penalty 2771.385995 = -428515.509745
  nChanged 2
		SP:Iteration 48Q (2981.900000 sec): 3 clusters
  Score: Raw -431287.548947 + Penalty 2771.385995 = -428516.162952
  nChanged 2
		SP:Iteration 49Q (2982.100000 sec): 3 clusters
  Score: Raw -431288.763100 + Penalty 2771.385995 = -428517.377105
  nChanged 1
		SP:Iteration 50Q (2982.280000 sec): 3 clusters
  Score: Raw -431289.190748 + Penalty 2771.385995 = -428517.804753
  nChanged 1
		SP:Iteration 51Q (2982.510000 sec): 3 clusters
  Score: Raw -431289.381521 + Penalty 2771.385995 = -428517.995526
  nChanged 0
		SP:Iteration 52F (2982.680000 sec): 3 clusters
  Score: Raw -431289.381521 + Penalty 2771.385995 = -428517.995526
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (37545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2982.980000 sec): 2 clusters
  Score: Raw -3107849.465860 + Penalty 1711.660518 = -3106137.805342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2983.500000 sec): 3 clusters
  Score: Raw -3084476.529975 + Penalty 3423.321035 = -3081053.208940
  nChanged 17570
		SP:Iteration 1F (2983.930000 sec): 3 clusters
  Score: Raw -3097079.336195 + Penalty 3423.321035 = -3093656.015160
  nChanged 3492
		SP:Iteration 2F (2984.370000 sec): 3 clusters
  Score: Raw -3100364.156270 + Penalty 3423.321035 = -3096940.835235
  nChanged 3468
		SP:Iteration 3F (2984.720000 sec): 3 clusters
  Score: Raw -3103205.541871 + Penalty 3423.321035 = -3099782.220836
  nChanged 2585
		SP:Iteration 4F (2985.130000 sec): 3 clusters
  Score: Raw -3104661.654398 + Penalty 3423.321035 = -3101238.333363
  nChanged 1765
		SP:Iteration 5Q (2985.550000 sec): 3 clusters
  Score: Raw -3105342.559137 + Penalty 3423.321035 = -3101919.238102
  nChanged 1208
		SP:Iteration 6Q (2985.930000 sec): 3 clusters
  Score: Raw -3105702.000025 + Penalty 3423.321035 = -3102278.678990
  nChanged 890
		SP:Iteration 7Q (2986.310000 sec): 3 clusters
  Score: Raw -3105936.382651 + Penalty 3423.321035 = -3102513.061616
  nChanged 681
		SP:Iteration 8Q (2986.730000 sec): 3 clusters
  Score: Raw -3106076.566926 + Penalty 3423.321035 = -3102653.245891
  nChanged 517
		SP:Iteration 9Q (2987.120000 sec): 3 clusters
  Score: Raw -3106164.046758 + Penalty 3423.321035 = -3102740.725723
  nChanged 415
		SP:Iteration 10Q (2987.540000 sec): 3 clusters
  Score: Raw -3106230.374034 + Penalty 3423.321035 = -3102807.052999
  nChanged 365
		SP:Iteration 11Q (2988.000000 sec): 3 clusters
  Score: Raw -3106283.085979 + Penalty 3423.321035 = -3102859.764944
  nChanged 303
		SP:Iteration 12Q (2988.430000 sec): 3 clusters
  Score: Raw -3106329.784053 + Penalty 3423.321035 = -3102906.463018
  nChanged 313
		SP:Iteration 13Q (2988.910000 sec): 3 clusters
  Score: Raw -3106369.628160 + Penalty 3423.321035 = -3102946.307125
  nChanged 267
		SP:Iteration 14Q (2989.370000 sec): 3 clusters
  Score: Raw -3106402.143670 + Penalty 3423.321035 = -3102978.822635
  nChanged 250
		SP:Iteration 15Q (2989.890000 sec): 3 clusters
  Score: Raw -3106434.649464 + Penalty 3423.321035 = -3103011.328429
  nChanged 244
		SP:Iteration 16Q (2990.350000 sec): 3 clusters
  Score: Raw -3106467.117856 + Penalty 3423.321035 = -3103043.796821
  nChanged 247
		SP:Iteration 17Q (2990.790000 sec): 3 clusters
  Score: Raw -3106496.093044 + Penalty 3423.321035 = -3103072.772009
  nChanged 235
		SP:Iteration 18Q (2991.190000 sec): 3 clusters
  Score: Raw -3106528.932381 + Penalty 3423.321035 = -3103105.611346
  nChanged 247
		SP:Iteration 19Q (2991.670000 sec): 3 clusters
  Score: Raw -3106562.574716 + Penalty 3423.321035 = -3103139.253681
  nChanged 251
		SP:Iteration 20F (2992.170000 sec): 3 clusters
  Score: Raw -3106603.112545 + Penalty 3423.321035 = -3103179.791509
  nChanged 287
		SP:Iteration 21Q (2992.520000 sec): 3 clusters
  Score: Raw -3106662.546817 + Penalty 3423.321035 = -3103239.225782
  nChanged 357
		SP:Iteration 22Q (2992.950000 sec): 3 clusters
  Score: Raw -3106744.561228 + Penalty 3423.321035 = -3103321.240193
  nChanged 391
		SP:Iteration 23Q (2993.350000 sec): 3 clusters
  Score: Raw -3106841.869797 + Penalty 3423.321035 = -3103418.548762
  nChanged 392
		SP:Iteration 24Q (2993.740000 sec): 3 clusters
  Score: Raw -3106931.572577 + Penalty 3423.321035 = -3103508.251542
  nChanged 388
		SP:Iteration 25Q (2994.180000 sec): 3 clusters
  Score: Raw -3107016.647176 + Penalty 3423.321035 = -3103593.326141
  nChanged 424
		SP:Iteration 26Q (2994.620000 sec): 3 clusters
  Score: Raw -3107106.390039 + Penalty 3423.321035 = -3103683.069004
  nChanged 386
		SP:Iteration 27Q (2995.010000 sec): 3 clusters
  Score: Raw -3107183.295963 + Penalty 3423.321035 = -3103759.974928
  nChanged 385
		SP:Iteration 28Q (2995.480000 sec): 3 clusters
  Score: Raw -3107262.488613 + Penalty 3423.321035 = -3103839.167578
  nChanged 392
		SP:Iteration 29Q (2995.940000 sec): 3 clusters
  Score: Raw -3107343.095621 + Penalty 3423.321035 = -3103919.774586
  nChanged 406
		SP:Iteration 30Q (2996.490000 sec): 3 clusters
  Score: Raw -3107435.982520 + Penalty 3423.321035 = -3104012.661484
  nChanged 453
		SP:Iteration 31Q (2996.870000 sec): 3 clusters
  Score: Raw -3107539.884186 + Penalty 3423.321035 = -3104116.563151
  nChanged 447
		SP:Iteration 32Q (2997.350000 sec): 3 clusters
  Score: Raw -3107651.119001 + Penalty 3423.321035 = -3104227.797966
  nChanged 487
		SP:Iteration 33Q (2997.710000 sec): 3 clusters
  Score: Raw -3107781.043199 + Penalty 3423.321035 = -3104357.722164
  nChanged 473
		SP:Iteration 34Q (2998.190000 sec): 3 clusters
  Score: Raw -3107928.654572 + Penalty 3423.321035 = -3104505.333537
  nChanged 518
		SP:Iteration 35Q (2998.610000 sec): 3 clusters
  Score: Raw -3108098.965075 + Penalty 3423.321035 = -3104675.644040
  nChanged 532
		SP:Iteration 36Q (2999.060000 sec): 3 clusters
  Score: Raw -3108291.159017 + Penalty 3423.321035 = -3104867.837981
  nChanged 585
		SP:Iteration 37Q (2999.480000 sec): 3 clusters
  Score: Raw -3108531.338263 + Penalty 3423.321035 = -3105108.017228
  nChanged 614
		SP:Iteration 38Q (2999.840000 sec): 3 clusters
  Score: Raw -3108794.631424 + Penalty 3423.321035 = -3105371.310389
  nChanged 657
		SP:Iteration 39Q (3000.240000 sec): 3 clusters
  Score: Raw -3109110.146584 + Penalty 3423.321035 = -3105686.825549
  nChanged 621
		SP:Iteration 40F (3000.660000 sec): 3 clusters
  Score: Raw -3109433.977182 + Penalty 3423.321035 = -3106010.656147
  nChanged 580
		SP:Iteration 41Q (3001.090000 sec): 3 clusters
  Score: Raw -3109766.027954 + Penalty 3423.321035 = -3106342.706919
  nChanged 628
		SP:Iteration 42Q (3001.510000 sec): 3 clusters
  Score: Raw -3110176.682468 + Penalty 3423.321035 = -3106753.361433
  nChanged 662
		SP:Iteration 43Q (3001.940000 sec): 3 clusters
  Score: Raw -3110647.832503 + Penalty 3423.321035 = -3107224.511468
  nChanged 708
		SP:Iteration 44Q (3002.400000 sec): 3 clusters
  Score: Raw -3111106.524379 + Penalty 3423.321035 = -3107683.203344
  nChanged 727
		SP:Iteration 45Q (3002.840000 sec): 3 clusters
  Score: Raw -3111517.884845 + Penalty 3423.321035 = -3108094.563810
  nChanged 653
		SP:Iteration 46Q (3003.260000 sec): 3 clusters
  Score: Raw -3111844.239352 + Penalty 3423.321035 = -3108420.918317
  nChanged 616
		SP:Iteration 47Q (3003.680000 sec): 3 clusters
  Score: Raw -3112147.774713 + Penalty 3423.321035 = -3108724.453678
  nChanged 603
		SP:Iteration 48Q (3004.120000 sec): 3 clusters
  Score: Raw -3112442.235289 + Penalty 3423.321035 = -3109018.914254
  nChanged 591
		SP:Iteration 49Q (3004.520000 sec): 3 clusters
  Score: Raw -3112721.530883 + Penalty 3423.321035 = -3109298.209848
  nChanged 547
		SP:Iteration 50Q (3004.920000 sec): 3 clusters
  Score: Raw -3112991.151108 + Penalty 3423.321035 = -3109567.830073
  nChanged 524
		SP:Iteration 51Q (3005.330000 sec): 3 clusters
  Score: Raw -3113215.824870 + Penalty 3423.321035 = -3109792.503835
  nChanged 468
		SP:Iteration 52Q (3005.730000 sec): 3 clusters
  Score: Raw -3113387.825065 + Penalty 3423.321035 = -3109964.504029
  nChanged 387
		SP:Iteration 53Q (3006.080000 sec): 3 clusters
  Score: Raw -3113519.084740 + Penalty 3423.321035 = -3110095.763705
  nChanged 319
		SP:Iteration 54Q (3006.580000 sec): 3 clusters
  Score: Raw -3113602.712357 + Penalty 3423.321035 = -3110179.391321
  nChanged 254
		SP:Iteration 55Q (3006.960000 sec): 3 clusters
  Score: Raw -3113658.219088 + Penalty 3423.321035 = -3110234.898053
  nChanged 222
		SP:Iteration 56Q (3007.390000 sec): 3 clusters
  Score: Raw -3113698.056003 + Penalty 3423.321035 = -3110274.734968
  nChanged 170
		SP:Iteration 57Q (3007.740000 sec): 3 clusters
  Score: Raw -3113720.444449 + Penalty 3423.321035 = -3110297.123414
  nChanged 124
		SP:Iteration 58Q (3008.210000 sec): 3 clusters
  Score: Raw -3113734.138005 + Penalty 3423.321035 = -3110310.816970
  nChanged 91
		SP:Iteration 59Q (3008.620000 sec): 3 clusters
  Score: Raw -3113741.823856 + Penalty 3423.321035 = -3110318.502821
  nChanged 61
		SP:Iteration 60F (3009.100000 sec): 3 clusters
  Score: Raw -3113748.090430 + Penalty 3423.321035 = -3110324.769395
  nChanged 41
		SP:Iteration 61Q (3009.530000 sec): 3 clusters
  Score: Raw -3113750.608580 + Penalty 3423.321035 = -3110327.287545
  nChanged 34
		SP:Iteration 62Q (3009.880000 sec): 3 clusters
  Score: Raw -3113752.699155 + Penalty 3423.321035 = -3110329.378120
  nChanged 34
		SP:Iteration 63Q (3010.340000 sec): 3 clusters
  Score: Raw -3113755.013265 + Penalty 3423.321035 = -3110331.692230
  nChanged 35
		SP:Iteration 64Q (3010.710000 sec): 3 clusters
  Score: Raw -3113757.931386 + Penalty 3423.321035 = -3110334.610351
  nChanged 36
		SP:Iteration 65Q (3011.140000 sec): 3 clusters
  Score: Raw -3113760.131185 + Penalty 3423.321035 = -3110336.810150
  nChanged 26
		SP:Iteration 66Q (3011.530000 sec): 3 clusters
  Score: Raw -3113761.716199 + Penalty 3423.321035 = -3110338.395164
  nChanged 25
		SP:Iteration 67Q (3011.910000 sec): 3 clusters
  Score: Raw -3113763.333184 + Penalty 3423.321035 = -3110340.012148
  nChanged 25
		SP:Iteration 68Q (3012.260000 sec): 3 clusters
  Score: Raw -3113764.634411 + Penalty 3423.321035 = -3110341.313376
  nChanged 23
		SP:Iteration 69Q (3012.700000 sec): 3 clusters
  Score: Raw -3113765.616706 + Penalty 3423.321035 = -3110342.295671
  nChanged 8
		SP:Iteration 70Q (3013.130000 sec): 3 clusters
  Score: Raw -3113765.895904 + Penalty 3423.321035 = -3110342.574869
  nChanged 5
		SP:Iteration 71Q (3013.490000 sec): 3 clusters
  Score: Raw -3113766.043748 + Penalty 3423.321035 = -3110342.722713
  nChanged 5
		SP:Iteration 72Q (3013.930000 sec): 3 clusters
  Score: Raw -3113766.179602 + Penalty 3423.321035 = -3110342.858567
  nChanged 4
		SP:Iteration 73Q (3014.370000 sec): 3 clusters
  Score: Raw -3113766.298428 + Penalty 3423.321035 = -3110342.977392
  nChanged 3
		SP:Iteration 74Q (3014.800000 sec): 3 clusters
  Score: Raw -3113766.386337 + Penalty 3423.321035 = -3110343.065302
  nChanged 1
		SP:Iteration 75Q (3015.240000 sec): 3 clusters
  Score: Raw -3113766.436892 + Penalty 3423.321035 = -3110343.115857
  nChanged 1
		SP:Iteration 76Q (3015.580000 sec): 3 clusters
  Score: Raw -3113766.486113 + Penalty 3423.321035 = -3110343.165078
  nChanged 1
		SP:Iteration 77Q (3016.000000 sec): 3 clusters
  Score: Raw -3113766.508957 + Penalty 3423.321035 = -3110343.187922
  nChanged 1
		SP:Iteration 78Q (3016.360000 sec): 3 clusters
  Score: Raw -3113766.530094 + Penalty 3423.321035 = -3110343.209059
  nChanged 1
		SP:Iteration 79Q (3016.710000 sec): 3 clusters
  Score: Raw -3113766.581331 + Penalty 3423.321035 = -3110343.260295
  nChanged 1
		SP:Iteration 80F (3017.230000 sec): 3 clusters
  Score: Raw -3113766.613336 + Penalty 3423.321035 = -3110343.292300
  nChanged 2
		SP:Iteration 81Q (3017.570000 sec): 3 clusters
  Score: Raw -3113766.745439 + Penalty 3423.321035 = -3110343.424404
  nChanged 0
		SP:Iteration 82F (3017.970000 sec): 3 clusters
  Score: Raw -3113766.745439 + Penalty 3423.321035 = -3110343.424404
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (2056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3018.040000 sec): 2 clusters
  Score: Raw -134639.474339 + Penalty 1239.634114 = -133399.840225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3018.240000 sec): 3 clusters
  Score: Raw -133937.211965 + Penalty 2479.268229 = -131457.943737
  nChanged 800
		SP:Iteration 1F (3018.370000 sec): 3 clusters
  Score: Raw -135306.800694 + Penalty 2479.268229 = -132827.532466
  nChanged 301
		SP:Iteration 2F (3018.520000 sec): 3 clusters
  Score: Raw -136076.105813 + Penalty 2479.268229 = -133596.837584
  nChanged 168
		SP:Iteration 3F (3018.650000 sec): 3 clusters
  Score: Raw -136501.056416 + Penalty 2479.268229 = -134021.788188
  nChanged 109
		SP:Iteration 4F (3018.800000 sec): 3 clusters
  Score: Raw -136766.180447 + Penalty 2479.268229 = -134286.912219
  nChanged 77
		SP:Iteration 5Q (3018.940000 sec): 3 clusters
  Score: Raw -136980.106388 + Penalty 2479.268229 = -134500.838160
  nChanged 67
		SP:Iteration 6Q (3019.080000 sec): 3 clusters
  Score: Raw -137162.946222 + Penalty 2479.268229 = -134683.677994
  nChanged 62
		SP:Iteration 7Q (3019.220000 sec): 3 clusters
  Score: Raw -137293.106962 + Penalty 2479.268229 = -134813.838734
  nChanged 55
		SP:Iteration 8Q (3019.360000 sec): 3 clusters
  Score: Raw -137441.554486 + Penalty 2479.268229 = -134962.286258
  nChanged 54
		SP:Iteration 9Q (3019.480000 sec): 3 clusters
  Score: Raw -137611.651284 + Penalty 2479.268229 = -135132.383055
  nChanged 43
		SP:Iteration 10Q (3019.620000 sec): 3 clusters
  Score: Raw -137727.381451 + Penalty 2479.268229 = -135248.113223
  nChanged 34
		SP:Iteration 11Q (3019.760000 sec): 3 clusters
  Score: Raw -137821.254925 + Penalty 2479.268229 = -135341.986696
  nChanged 28
		SP:Iteration 12Q (3019.900000 sec): 3 clusters
  Score: Raw -137947.425458 + Penalty 2479.268229 = -135468.157229
  nChanged 24
		SP:Iteration 13Q (3020.040000 sec): 3 clusters
  Score: Raw -138046.522954 + Penalty 2479.268229 = -135567.254726
  nChanged 17
		SP:Iteration 14Q (3020.200000 sec): 3 clusters
  Score: Raw -138104.407802 + Penalty 2479.268229 = -135625.139574
  nChanged 14
		SP:Iteration 15Q (3020.340000 sec): 3 clusters
  Score: Raw -138152.572059 + Penalty 2479.268229 = -135673.303831
  nChanged 13
		SP:Iteration 16Q (3020.440000 sec): 3 clusters
  Score: Raw -138174.536276 + Penalty 2479.268229 = -135695.268048
  nChanged 9
		SP:Iteration 17Q (3020.570000 sec): 3 clusters
  Score: Raw -138206.200094 + Penalty 2479.268229 = -135726.931865
  nChanged 3
		SP:Iteration 18Q (3020.790000 sec): 3 clusters
  Score: Raw -138211.218705 + Penalty 2479.268229 = -135731.950476
  nChanged 2
		SP:Iteration 19Q (3020.910000 sec): 3 clusters
  Score: Raw -138213.242517 + Penalty 2479.268229 = -135733.974288
  nChanged 4
		SP:Iteration 20F (3021.010000 sec): 3 clusters
  Score: Raw -138241.333050 + Penalty 2479.268229 = -135762.064821
  nChanged 13
		SP:Iteration 21Q (3021.180000 sec): 3 clusters
  Score: Raw -138274.367594 + Penalty 2479.268229 = -135795.099365
  nChanged 6
		SP:Iteration 22Q (3021.330000 sec): 3 clusters
  Score: Raw -138282.464202 + Penalty 2479.268229 = -135803.195974
  nChanged 3
		SP:Iteration 23Q (3021.500000 sec): 3 clusters
  Score: Raw -138284.814182 + Penalty 2479.268229 = -135805.545954
  nChanged 2
		SP:Iteration 24Q (3021.670000 sec): 3 clusters
  Score: Raw -138285.776324 + Penalty 2479.268229 = -135806.508095
  nChanged 1
		SP:Iteration 25Q (3021.830000 sec): 3 clusters
  Score: Raw -138286.060735 + Penalty 2479.268229 = -135806.792507
  nChanged 0
		SP:Iteration 26F (3021.980000 sec): 3 clusters
  Score: Raw -138286.060735 + Penalty 2479.268229 = -135806.792507
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (9635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3022.090000 sec): 2 clusters
  Score: Raw -743344.499754 + Penalty 1490.638107 = -741853.861647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3022.310000 sec): 3 clusters
  Score: Raw -737901.122964 + Penalty 2981.276214 = -734919.846750
  nChanged 4222
		SP:Iteration 1F (3022.520000 sec): 3 clusters
  Score: Raw -740696.620422 + Penalty 2981.276214 = -737715.344209
  nChanged 930
		SP:Iteration 2F (3022.740000 sec): 3 clusters
  Score: Raw -741552.057783 + Penalty 2981.276214 = -738570.781569
  nChanged 880
		SP:Iteration 3F (3022.960000 sec): 3 clusters
  Score: Raw -742342.156016 + Penalty 2981.276214 = -739360.879802
  nChanged 682
		SP:Iteration 4F (3023.180000 sec): 3 clusters
  Score: Raw -742877.292480 + Penalty 2981.276214 = -739896.016267
  nChanged 509
		SP:Iteration 5F (3023.390000 sec): 3 clusters
  Score: Raw -743201.486831 + Penalty 2981.276214 = -740220.210618
  nChanged 351
		SP:Iteration 6Q (3023.630000 sec): 3 clusters
  Score: Raw -743424.947492 + Penalty 2981.276214 = -740443.671278
  nChanged 305
		SP:Iteration 7Q (3023.840000 sec): 3 clusters
  Score: Raw -743626.930366 + Penalty 2981.276214 = -740645.654152
  nChanged 281
		SP:Iteration 8Q (3024.030000 sec): 3 clusters
  Score: Raw -743782.272076 + Penalty 2981.276214 = -740800.995862
  nChanged 225
		SP:Iteration 9Q (3024.200000 sec): 3 clusters
  Score: Raw -743899.881754 + Penalty 2981.276214 = -740918.605540
  nChanged 227
		SP:Iteration 10Q (3024.390000 sec): 3 clusters
  Score: Raw -744030.694654 + Penalty 2981.276214 = -741049.418440
  nChanged 232
		SP:Iteration 11Q (3024.630000 sec): 3 clusters
  Score: Raw -744184.156973 + Penalty 2981.276214 = -741202.880760
  nChanged 222
		SP:Iteration 12Q (3024.830000 sec): 3 clusters
  Score: Raw -744332.790296 + Penalty 2981.276214 = -741351.514082
  nChanged 230
		SP:Iteration 13Q (3025.020000 sec): 3 clusters
  Score: Raw -744520.781744 + Penalty 2981.276214 = -741539.505530
  nChanged 266
		SP:Iteration 14Q (3025.240000 sec): 3 clusters
  Score: Raw -744749.536194 + Penalty 2981.276214 = -741768.259980
  nChanged 267
		SP:Iteration 15Q (3025.420000 sec): 3 clusters
  Score: Raw -744959.769744 + Penalty 2981.276214 = -741978.493530
  nChanged 254
		SP:Iteration 16Q (3025.640000 sec): 3 clusters
  Score: Raw -745137.111313 + Penalty 2981.276214 = -742155.835099
  nChanged 235
		SP:Iteration 17Q (3025.830000 sec): 3 clusters
  Score: Raw -745304.083753 + Penalty 2981.276214 = -742322.807539
  nChanged 220
		SP:Iteration 18Q (3026.060000 sec): 3 clusters
  Score: Raw -745456.484203 + Penalty 2981.276214 = -742475.207989
  nChanged 220
		SP:Iteration 19Q (3026.240000 sec): 3 clusters
  Score: Raw -745597.434725 + Penalty 2981.276214 = -742616.158511
  nChanged 206
		SP:Iteration 20F (3026.390000 sec): 3 clusters
  Score: Raw -745735.641794 + Penalty 2981.276214 = -742754.365580
  nChanged 191
		SP:Iteration 21Q (3026.600000 sec): 3 clusters
  Score: Raw -745873.312558 + Penalty 2981.276214 = -742892.036344
  nChanged 202
		SP:Iteration 22Q (3026.840000 sec): 3 clusters
  Score: Raw -746022.836391 + Penalty 2981.276214 = -743041.560178
  nChanged 187
		SP:Iteration 23Q (3027.010000 sec): 3 clusters
  Score: Raw -746150.713746 + Penalty 2981.276214 = -743169.437532
  nChanged 162
		SP:Iteration 24Q (3027.210000 sec): 3 clusters
  Score: Raw -746248.826724 + Penalty 2981.276214 = -743267.550510
  nChanged 160
		SP:Iteration 25Q (3027.420000 sec): 3 clusters
  Score: Raw -746327.669815 + Penalty 2981.276214 = -743346.393601
  nChanged 108
		SP:Iteration 26Q (3027.610000 sec): 3 clusters
  Score: Raw -746364.038944 + Penalty 2981.276214 = -743382.762730
  nChanged 73
		SP:Iteration 27Q (3027.840000 sec): 3 clusters
  Score: Raw -746384.419381 + Penalty 2981.276214 = -743403.143168
  nChanged 60
		SP:Iteration 28Q (3028.080000 sec): 3 clusters
  Score: Raw -746398.201175 + Penalty 2981.276214 = -743416.924961
  nChanged 52
		SP:Iteration 29Q (3028.270000 sec): 3 clusters
  Score: Raw -746408.635982 + Penalty 2981.276214 = -743427.359768
  nChanged 33
		SP:Iteration 30Q (3028.490000 sec): 3 clusters
  Score: Raw -746419.528388 + Penalty 2981.276214 = -743438.252174
  nChanged 39
		SP:Iteration 31Q (3028.730000 sec): 3 clusters
  Score: Raw -746428.940613 + Penalty 2981.276214 = -743447.664399
  nChanged 37
		SP:Iteration 32Q (3028.940000 sec): 3 clusters
  Score: Raw -746438.378028 + Penalty 2981.276214 = -743457.101814
  nChanged 32
		SP:Iteration 33Q (3029.120000 sec): 3 clusters
  Score: Raw -746447.042639 + Penalty 2981.276214 = -743465.766425
  nChanged 40
		SP:Iteration 34Q (3029.320000 sec): 3 clusters
  Score: Raw -746459.147460 + Penalty 2981.276214 = -743477.871246
  nChanged 30
		SP:Iteration 35Q (3029.600000 sec): 3 clusters
  Score: Raw -746465.298462 + Penalty 2981.276214 = -743484.022249
  nChanged 24
		SP:Iteration 36Q (3029.740000 sec): 3 clusters
  Score: Raw -746469.100736 + Penalty 2981.276214 = -743487.824522
  nChanged 15
		SP:Iteration 37Q (3029.950000 sec): 3 clusters
  Score: Raw -746471.628862 + Penalty 2981.276214 = -743490.352648
  nChanged 13
		SP:Iteration 38Q (3030.120000 sec): 3 clusters
  Score: Raw -746473.633952 + Penalty 2981.276214 = -743492.357739
  nChanged 13
		SP:Iteration 39Q (3030.330000 sec): 3 clusters
  Score: Raw -746475.416628 + Penalty 2981.276214 = -743494.140415
  nChanged 13
		SP:Iteration 40F (3030.540000 sec): 3 clusters
  Score: Raw -746478.402250 + Penalty 2981.276214 = -743497.126036
  nChanged 12
		SP:Iteration 41Q (3030.760000 sec): 3 clusters
  Score: Raw -746480.422282 + Penalty 2981.276214 = -743499.146068
  nChanged 16
		SP:Iteration 42Q (3030.960000 sec): 3 clusters
  Score: Raw -746482.687980 + Penalty 2981.276214 = -743501.411766
  nChanged 8
		SP:Iteration 43Q (3031.140000 sec): 3 clusters
  Score: Raw -746484.126361 + Penalty 2981.276214 = -743502.850147
  nChanged 11
		SP:Iteration 44Q (3031.390000 sec): 3 clusters
  Score: Raw -746485.227283 + Penalty 2981.276214 = -743503.951069
  nChanged 7
		SP:Iteration 45Q (3031.600000 sec): 3 clusters
  Score: Raw -746485.885175 + Penalty 2981.276214 = -743504.608961
  nChanged 11
		SP:Iteration 46Q (3031.810000 sec): 3 clusters
  Score: Raw -746486.848471 + Penalty 2981.276214 = -743505.572257
  nChanged 7
		SP:Iteration 47Q (3032.010000 sec): 3 clusters
  Score: Raw -746487.552818 + Penalty 2981.276214 = -743506.276604
  nChanged 5
		SP:Iteration 48Q (3032.220000 sec): 3 clusters
  Score: Raw -746488.012079 + Penalty 2981.276214 = -743506.735865
  nChanged 7
		SP:Iteration 49Q (3032.420000 sec): 3 clusters
  Score: Raw -746488.445126 + Penalty 2981.276214 = -743507.168912
  nChanged 3
		SP:Iteration 50Q (3032.610000 sec): 3 clusters
  Score: Raw -746488.599830 + Penalty 2981.276214 = -743507.323616
  nChanged 3
		SP:Iteration 51Q (3032.850000 sec): 3 clusters
  Score: Raw -746488.815172 + Penalty 2981.276214 = -743507.538959
  nChanged 6
		SP:Iteration 52Q (3033.050000 sec): 3 clusters
  Score: Raw -746489.473737 + Penalty 2981.276214 = -743508.197523
  nChanged 6
		SP:Iteration 53Q (3033.220000 sec): 3 clusters
  Score: Raw -746490.071974 + Penalty 2981.276214 = -743508.795760
  nChanged 1
		SP:Iteration 54Q (3033.480000 sec): 3 clusters
  Score: Raw -746490.134635 + Penalty 2981.276214 = -743508.858421
  nChanged 0
		SP:Iteration 55F (3033.760000 sec): 3 clusters
  Score: Raw -746490.134635 + Penalty 2981.276214 = -743508.858421
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (34261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3034.040000 sec): 2 clusters
  Score: Raw -2674573.919377 + Penalty 1696.786481 = -2672877.132896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3034.410000 sec): 3 clusters
  Score: Raw -2653294.243517 + Penalty 3393.572962 = -2649900.670555
  nChanged 15859
		SP:Iteration 1F (3034.810000 sec): 3 clusters
  Score: Raw -2664020.636260 + Penalty 3393.572962 = -2660627.063298
  nChanged 3220
		SP:Iteration 2F (3035.260000 sec): 3 clusters
  Score: Raw -2666887.274610 + Penalty 3393.572962 = -2663493.701648
  nChanged 3297
		SP:Iteration 3F (3035.590000 sec): 3 clusters
  Score: Raw -2669756.742892 + Penalty 3393.572962 = -2666363.169930
  nChanged 2823
		SP:Iteration 4F (3036.000000 sec): 3 clusters
  Score: Raw -2671826.612604 + Penalty 3393.572962 = -2668433.039642
  nChanged 2077
		SP:Iteration 5F (3036.430000 sec): 3 clusters
  Score: Raw -2673054.242634 + Penalty 3393.572962 = -2669660.669672
  nChanged 1469
		SP:Iteration 6Q (3036.820000 sec): 3 clusters
  Score: Raw -2673753.992360 + Penalty 3393.572962 = -2670360.419398
  nChanged 1107
		SP:Iteration 7Q (3037.300000 sec): 3 clusters
  Score: Raw -2674232.186161 + Penalty 3393.572962 = -2670838.613199
  nChanged 943
		SP:Iteration 8Q (3037.750000 sec): 3 clusters
  Score: Raw -2674665.522355 + Penalty 3393.572962 = -2671271.949393
  nChanged 849
		SP:Iteration 9Q (3038.150000 sec): 3 clusters
  Score: Raw -2675130.206738 + Penalty 3393.572962 = -2671736.633776
  nChanged 859
		SP:Iteration 10Q (3038.540000 sec): 3 clusters
  Score: Raw -2675716.365399 + Penalty 3393.572962 = -2672322.792437
  nChanged 882
		SP:Iteration 11Q (3038.960000 sec): 3 clusters
  Score: Raw -2676322.438037 + Penalty 3393.572962 = -2672928.865075
  nChanged 842
		SP:Iteration 12Q (3039.320000 sec): 3 clusters
  Score: Raw -2676818.011089 + Penalty 3393.572962 = -2673424.438127
  nChanged 744
		SP:Iteration 13Q (3039.720000 sec): 3 clusters
  Score: Raw -2677187.182552 + Penalty 3393.572962 = -2673793.609590
  nChanged 664
		SP:Iteration 14Q (3040.070000 sec): 3 clusters
  Score: Raw -2677436.807416 + Penalty 3393.572962 = -2674043.234454
  nChanged 582
		SP:Iteration 15Q (3040.450000 sec): 3 clusters
  Score: Raw -2677612.771577 + Penalty 3393.572962 = -2674219.198615
  nChanged 456
		SP:Iteration 16Q (3040.810000 sec): 3 clusters
  Score: Raw -2677731.817958 + Penalty 3393.572962 = -2674338.244996
  nChanged 378
		SP:Iteration 17Q (3041.240000 sec): 3 clusters
  Score: Raw -2677815.043789 + Penalty 3393.572962 = -2674421.470827
  nChanged 289
		SP:Iteration 18Q (3041.680000 sec): 3 clusters
  Score: Raw -2677874.396092 + Penalty 3393.572962 = -2674480.823130
  nChanged 260
		SP:Iteration 19Q (3042.040000 sec): 3 clusters
  Score: Raw -2677921.559736 + Penalty 3393.572962 = -2674527.986774
  nChanged 243
		SP:Iteration 20F (3042.450000 sec): 3 clusters
  Score: Raw -2677956.704113 + Penalty 3393.572962 = -2674563.131151
  nChanged 222
		SP:Iteration 21Q (3042.830000 sec): 3 clusters
  Score: Raw -2677985.689694 + Penalty 3393.572962 = -2674592.116732
  nChanged 189
		SP:Iteration 22Q (3043.280000 sec): 3 clusters
  Score: Raw -2678009.768320 + Penalty 3393.572962 = -2674616.195358
  nChanged 173
		SP:Iteration 23Q (3043.720000 sec): 3 clusters
  Score: Raw -2678031.602570 + Penalty 3393.572962 = -2674638.029608
  nChanged 153
		SP:Iteration 24Q (3044.200000 sec): 3 clusters
  Score: Raw -2678051.357624 + Penalty 3393.572962 = -2674657.784662
  nChanged 150
		SP:Iteration 25Q (3044.680000 sec): 3 clusters
  Score: Raw -2678070.020229 + Penalty 3393.572962 = -2674676.447267
  nChanged 148
		SP:Iteration 26Q (3045.030000 sec): 3 clusters
  Score: Raw -2678083.879533 + Penalty 3393.572962 = -2674690.306571
  nChanged 123
		SP:Iteration 27Q (3045.430000 sec): 3 clusters
  Score: Raw -2678097.824171 + Penalty 3393.572962 = -2674704.251209
  nChanged 155
		SP:Iteration 28Q (3045.810000 sec): 3 clusters
  Score: Raw -2678116.928675 + Penalty 3393.572962 = -2674723.355713
  nChanged 163
		SP:Iteration 29Q (3046.220000 sec): 3 clusters
  Score: Raw -2678137.289080 + Penalty 3393.572962 = -2674743.716118
  nChanged 168
		SP:Iteration 30Q (3046.590000 sec): 3 clusters
  Score: Raw -2678156.430287 + Penalty 3393.572962 = -2674762.857325
  nChanged 151
		SP:Iteration 31Q (3047.030000 sec): 3 clusters
  Score: Raw -2678173.665219 + Penalty 3393.572962 = -2674780.092257
  nChanged 146
		SP:Iteration 32Q (3047.450000 sec): 3 clusters
  Score: Raw -2678191.398711 + Penalty 3393.572962 = -2674797.825749
  nChanged 137
		SP:Iteration 33Q (3047.800000 sec): 3 clusters
  Score: Raw -2678205.557959 + Penalty 3393.572962 = -2674811.984997
  nChanged 127
		SP:Iteration 34Q (3048.250000 sec): 3 clusters
  Score: Raw -2678219.416237 + Penalty 3393.572962 = -2674825.843275
  nChanged 124
		SP:Iteration 35Q (3048.610000 sec): 3 clusters
  Score: Raw -2678232.771275 + Penalty 3393.572962 = -2674839.198313
  nChanged 131
		SP:Iteration 36Q (3048.950000 sec): 3 clusters
  Score: Raw -2678251.898480 + Penalty 3393.572962 = -2674858.325518
  nChanged 153
		SP:Iteration 37Q (3049.330000 sec): 3 clusters
  Score: Raw -2678268.511084 + Penalty 3393.572962 = -2674874.938122
  nChanged 144
		SP:Iteration 38Q (3049.740000 sec): 3 clusters
  Score: Raw -2678284.592239 + Penalty 3393.572962 = -2674891.019277
  nChanged 146
		SP:Iteration 39Q (3050.190000 sec): 3 clusters
  Score: Raw -2678303.370983 + Penalty 3393.572962 = -2674909.798021
  nChanged 172
		SP:Iteration 40F (3050.600000 sec): 3 clusters
  Score: Raw -2678324.940755 + Penalty 3393.572962 = -2674931.367793
  nChanged 157
		SP:Iteration 41Q (3051.110000 sec): 3 clusters
  Score: Raw -2678343.131195 + Penalty 3393.572962 = -2674949.558233
  nChanged 147
		SP:Iteration 42Q (3051.460000 sec): 3 clusters
  Score: Raw -2678359.706163 + Penalty 3393.572962 = -2674966.133201
  nChanged 149
		SP:Iteration 43Q (3051.890000 sec): 3 clusters
  Score: Raw -2678375.555010 + Penalty 3393.572962 = -2674981.982048
  nChanged 149
		SP:Iteration 44Q (3052.250000 sec): 3 clusters
  Score: Raw -2678390.314825 + Penalty 3393.572962 = -2674996.741863
  nChanged 143
		SP:Iteration 45Q (3052.670000 sec): 3 clusters
  Score: Raw -2678406.319148 + Penalty 3393.572962 = -2675012.746186
  nChanged 147
		SP:Iteration 46Q (3053.070000 sec): 3 clusters
  Score: Raw -2678423.787559 + Penalty 3393.572962 = -2675030.214597
  nChanged 157
		SP:Iteration 47Q (3053.420000 sec): 3 clusters
  Score: Raw -2678445.145986 + Penalty 3393.572962 = -2675051.573024
  nChanged 178
		SP:Iteration 48Q (3053.810000 sec): 3 clusters
  Score: Raw -2678470.166118 + Penalty 3393.572962 = -2675076.593156
  nChanged 182
		SP:Iteration 49Q (3054.170000 sec): 3 clusters
  Score: Raw -2678497.163115 + Penalty 3393.572962 = -2675103.590153
  nChanged 184
		SP:Iteration 50Q (3054.570000 sec): 3 clusters
  Score: Raw -2678522.211176 + Penalty 3393.572962 = -2675128.638214
  nChanged 177
		SP:Iteration 51Q (3054.960000 sec): 3 clusters
  Score: Raw -2678548.340369 + Penalty 3393.572962 = -2675154.767407
  nChanged 179
		SP:Iteration 52Q (3055.330000 sec): 3 clusters
  Score: Raw -2678570.846726 + Penalty 3393.572962 = -2675177.273764
  nChanged 162
		SP:Iteration 53Q (3055.720000 sec): 3 clusters
  Score: Raw -2678593.486148 + Penalty 3393.572962 = -2675199.913186
  nChanged 170
		SP:Iteration 54Q (3056.100000 sec): 3 clusters
  Score: Raw -2678619.734091 + Penalty 3393.572962 = -2675226.161129
  nChanged 171
		SP:Iteration 55Q (3056.570000 sec): 3 clusters
  Score: Raw -2678643.513470 + Penalty 3393.572962 = -2675249.940508
  nChanged 185
		SP:Iteration 56Q (3057.050000 sec): 3 clusters
  Score: Raw -2678670.841609 + Penalty 3393.572962 = -2675277.268647
  nChanged 171
		SP:Iteration 57Q (3057.440000 sec): 3 clusters
  Score: Raw -2678700.296564 + Penalty 3393.572962 = -2675306.723602
  nChanged 189
		SP:Iteration 58Q (3057.890000 sec): 3 clusters
  Score: Raw -2678728.302808 + Penalty 3393.572962 = -2675334.729846
  nChanged 172
		SP:Iteration 59Q (3058.350000 sec): 3 clusters
  Score: Raw -2678750.313862 + Penalty 3393.572962 = -2675356.740900
  nChanged 157
		SP:Iteration 60F (3058.760000 sec): 3 clusters
  Score: Raw -2678770.538649 + Penalty 3393.572962 = -2675376.965687
  nChanged 142
		SP:Iteration 61Q (3059.210000 sec): 3 clusters
  Score: Raw -2678784.584118 + Penalty 3393.572962 = -2675391.011156
  nChanged 106
		SP:Iteration 62Q (3059.610000 sec): 3 clusters
  Score: Raw -2678794.240725 + Penalty 3393.572962 = -2675400.667763
  nChanged 102
		SP:Iteration 63Q (3059.960000 sec): 3 clusters
  Score: Raw -2678804.507245 + Penalty 3393.572962 = -2675410.934283
  nChanged 113
		SP:Iteration 64Q (3060.350000 sec): 3 clusters
  Score: Raw -2678817.715896 + Penalty 3393.572962 = -2675424.142934
  nChanged 120
		SP:Iteration 65Q (3060.760000 sec): 3 clusters
  Score: Raw -2678829.243849 + Penalty 3393.572962 = -2675435.670887
  nChanged 101
		SP:Iteration 66Q (3061.110000 sec): 3 clusters
  Score: Raw -2678838.225415 + Penalty 3393.572962 = -2675444.652453
  nChanged 87
		SP:Iteration 67Q (3061.470000 sec): 3 clusters
  Score: Raw -2678845.507616 + Penalty 3393.572962 = -2675451.934654
  nChanged 94
		SP:Iteration 68Q (3061.860000 sec): 3 clusters
  Score: Raw -2678854.753417 + Penalty 3393.572962 = -2675461.180455
  nChanged 104
		SP:Iteration 69Q (3062.190000 sec): 3 clusters
  Score: Raw -2678864.550129 + Penalty 3393.572962 = -2675470.977167
  nChanged 96
		SP:Iteration 70Q (3062.570000 sec): 3 clusters
  Score: Raw -2678873.291617 + Penalty 3393.572962 = -2675479.718655
  nChanged 99
		SP:Iteration 71Q (3062.980000 sec): 3 clusters
  Score: Raw -2678882.256370 + Penalty 3393.572962 = -2675488.683408
  nChanged 98
		SP:Iteration 72Q (3063.400000 sec): 3 clusters
  Score: Raw -2678890.830082 + Penalty 3393.572962 = -2675497.257120
  nChanged 77
		SP:Iteration 73Q (3063.810000 sec): 3 clusters
  Score: Raw -2678897.424496 + Penalty 3393.572962 = -2675503.851534
  nChanged 86
		SP:Iteration 74Q (3064.270000 sec): 3 clusters
  Score: Raw -2678906.186778 + Penalty 3393.572962 = -2675512.613816
  nChanged 82
		SP:Iteration 75Q (3064.690000 sec): 3 clusters
  Score: Raw -2678913.370828 + Penalty 3393.572962 = -2675519.797866
  nChanged 75
		SP:Iteration 76Q (3065.020000 sec): 3 clusters
  Score: Raw -2678919.791297 + Penalty 3393.572962 = -2675526.218335
  nChanged 59
		SP:Iteration 77Q (3065.420000 sec): 3 clusters
  Score: Raw -2678923.523972 + Penalty 3393.572962 = -2675529.951010
  nChanged 48
		SP:Iteration 78Q (3065.780000 sec): 3 clusters
  Score: Raw -2678926.264799 + Penalty 3393.572962 = -2675532.691837
  nChanged 44
		SP:Iteration 79Q (3066.230000 sec): 3 clusters
  Score: Raw -2678928.845564 + Penalty 3393.572962 = -2675535.272602
  nChanged 45
		SP:Iteration 80F (3066.620000 sec): 3 clusters
  Score: Raw -2678931.826667 + Penalty 3393.572962 = -2675538.253705
  nChanged 33
		SP:Iteration 81Q (3067.020000 sec): 3 clusters
  Score: Raw -2678933.608363 + Penalty 3393.572962 = -2675540.035401
  nChanged 35
		SP:Iteration 82Q (3067.410000 sec): 3 clusters
  Score: Raw -2678935.812334 + Penalty 3393.572962 = -2675542.239372
  nChanged 47
		SP:Iteration 83Q (3067.740000 sec): 3 clusters
  Score: Raw -2678940.207117 + Penalty 3393.572962 = -2675546.634155
  nChanged 54
		SP:Iteration 84Q (3068.140000 sec): 3 clusters
  Score: Raw -2678945.253888 + Penalty 3393.572962 = -2675551.680926
  nChanged 71
		SP:Iteration 85Q (3068.470000 sec): 3 clusters
  Score: Raw -2678952.327502 + Penalty 3393.572962 = -2675558.754540
  nChanged 68
		SP:Iteration 86Q (3068.850000 sec): 3 clusters
  Score: Raw -2678960.308833 + Penalty 3393.572962 = -2675566.735871
  nChanged 83
		SP:Iteration 87Q (3069.280000 sec): 3 clusters
  Score: Raw -2678973.328802 + Penalty 3393.572962 = -2675579.755840
  nChanged 109
		SP:Iteration 88Q (3069.680000 sec): 3 clusters
  Score: Raw -2678990.157250 + Penalty 3393.572962 = -2675596.584288
  nChanged 113
		SP:Iteration 89Q (3070.110000 sec): 3 clusters
  Score: Raw -2679009.700949 + Penalty 3393.572962 = -2675616.127987
  nChanged 130
		SP:Iteration 90Q (3070.520000 sec): 3 clusters
  Score: Raw -2679033.486379 + Penalty 3393.572962 = -2675639.913417
  nChanged 150
		SP:Iteration 91Q (3070.880000 sec): 3 clusters
  Score: Raw -2679070.994602 + Penalty 3393.572962 = -2675677.421640
  nChanged 206
		SP:Iteration 92Q (3071.240000 sec): 3 clusters
  Score: Raw -2679128.532020 + Penalty 3393.572962 = -2675734.959058
  nChanged 233
		SP:Iteration 93Q (3071.590000 sec): 3 clusters
  Score: Raw -2679212.685065 + Penalty 3393.572962 = -2675819.112103
  nChanged 265
		SP:Iteration 94Q (3071.930000 sec): 3 clusters
  Score: Raw -2679327.392896 + Penalty 3393.572962 = -2675933.819934
  nChanged 311
		SP:Iteration 95Q (3072.240000 sec): 3 clusters
  Score: Raw -2679478.431710 + Penalty 3393.572962 = -2676084.858748
  nChanged 361
		SP:Iteration 96Q (3072.600000 sec): 3 clusters
  Score: Raw -2679652.366858 + Penalty 3393.572962 = -2676258.793896
  nChanged 332
		SP:Iteration 97Q (3072.910000 sec): 3 clusters
  Score: Raw -2679833.554230 + Penalty 3393.572962 = -2676439.981268
  nChanged 317
		SP:Iteration 98Q (3073.260000 sec): 3 clusters
  Score: Raw -2680020.507964 + Penalty 3393.572962 = -2676626.935002
  nChanged 301
		SP:Iteration 99Q (3073.560000 sec): 3 clusters
  Score: Raw -2680184.831129 + Penalty 3393.572962 = -2676791.258167
  nChanged 273
		SP:Iteration 100F (3073.970000 sec): 3 clusters
  Score: Raw -2680294.831677 + Penalty 3393.572962 = -2676901.258715
  nChanged 244
		SP:Iteration 101Q (3074.270000 sec): 3 clusters
  Score: Raw -2680373.052178 + Penalty 3393.572962 = -2676979.479216
  nChanged 229
		SP:Iteration 102Q (3074.640000 sec): 3 clusters
  Score: Raw -2680443.452551 + Penalty 3393.572962 = -2677049.879589
  nChanged 188
		SP:Iteration 103Q (3074.950000 sec): 3 clusters
  Score: Raw -2680496.880170 + Penalty 3393.572962 = -2677103.307208
  nChanged 157
		SP:Iteration 104Q (3075.310000 sec): 3 clusters
  Score: Raw -2680533.961232 + Penalty 3393.572962 = -2677140.388270
  nChanged 142
		SP:Iteration 105Q (3075.660000 sec): 3 clusters
  Score: Raw -2680565.665704 + Penalty 3393.572962 = -2677172.092742
  nChanged 100
		SP:Iteration 106Q (3075.990000 sec): 3 clusters
  Score: Raw -2680587.411950 + Penalty 3393.572962 = -2677193.838988
  nChanged 96
		SP:Iteration 107Q (3076.330000 sec): 3 clusters
  Score: Raw -2680604.666800 + Penalty 3393.572962 = -2677211.093838
  nChanged 92
		SP:Iteration 108Q (3076.690000 sec): 3 clusters
  Score: Raw -2680620.341464 + Penalty 3393.572962 = -2677226.768502
  nChanged 80
		SP:Iteration 109Q (3077.000000 sec): 3 clusters
  Score: Raw -2680630.966114 + Penalty 3393.572962 = -2677237.393152
  nChanged 62
		SP:Iteration 110Q (3077.390000 sec): 3 clusters
  Score: Raw -2680637.149737 + Penalty 3393.572962 = -2677243.576775
  nChanged 43
		SP:Iteration 111Q (3077.710000 sec): 3 clusters
  Score: Raw -2680640.687948 + Penalty 3393.572962 = -2677247.114986
  nChanged 34
		SP:Iteration 112Q (3078.120000 sec): 3 clusters
  Score: Raw -2680643.110576 + Penalty 3393.572962 = -2677249.537614
  nChanged 26
		SP:Iteration 113Q (3078.530000 sec): 3 clusters
  Score: Raw -2680644.900686 + Penalty 3393.572962 = -2677251.327724
  nChanged 22
		SP:Iteration 114Q (3078.910000 sec): 3 clusters
  Score: Raw -2680646.000044 + Penalty 3393.572962 = -2677252.427082
  nChanged 17
		SP:Iteration 115Q (3079.320000 sec): 3 clusters
  Score: Raw -2680646.810546 + Penalty 3393.572962 = -2677253.237584
  nChanged 18
		SP:Iteration 116Q (3079.680000 sec): 3 clusters
  Score: Raw -2680647.587207 + Penalty 3393.572962 = -2677254.014245
  nChanged 10
		SP:Iteration 117Q (3080.100000 sec): 3 clusters
  Score: Raw -2680647.903585 + Penalty 3393.572962 = -2677254.330623
  nChanged 6
		SP:Iteration 118Q (3080.440000 sec): 3 clusters
  Score: Raw -2680648.134266 + Penalty 3393.572962 = -2677254.561304
  nChanged 5
		SP:Iteration 119Q (3080.820000 sec): 3 clusters
  Score: Raw -2680648.298725 + Penalty 3393.572962 = -2677254.725763
  nChanged 7
		SP:Iteration 120F (3081.230000 sec): 3 clusters
  Score: Raw -2680648.461511 + Penalty 3393.572962 = -2677254.888549
  nChanged 3
		SP:Iteration 121Q (3081.550000 sec): 3 clusters
  Score: Raw -2680648.546406 + Penalty 3393.572962 = -2677254.973444
  nChanged 1
		SP:Iteration 122Q (3081.920000 sec): 3 clusters
  Score: Raw -2680648.597672 + Penalty 3393.572962 = -2677255.024710
  nChanged 4
		SP:Iteration 123Q (3082.280000 sec): 3 clusters
  Score: Raw -2680648.855708 + Penalty 3393.572962 = -2677255.282746
  nChanged 3
		SP:Iteration 124Q (3082.670000 sec): 3 clusters
  Score: Raw -2680649.078161 + Penalty 3393.572962 = -2677255.505199
  nChanged 4
		SP:Iteration 125Q (3083.000000 sec): 3 clusters
  Score: Raw -2680649.260443 + Penalty 3393.572962 = -2677255.687481
  nChanged 1
		SP:Iteration 126Q (3083.320000 sec): 3 clusters
  Score: Raw -2680649.281237 + Penalty 3393.572962 = -2677255.708275
  nChanged 0
		SP:Iteration 127F (3083.680000 sec): 3 clusters
  Score: Raw -2680649.281237 + Penalty 3393.572962 = -2677255.708275
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (8728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3083.800000 sec): 2 clusters
  Score: Raw -690842.301123 + Penalty 1474.572373 = -689367.728750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3083.980000 sec): 3 clusters
  Score: Raw -686002.074223 + Penalty 2949.144746 = -683052.929476
  nChanged 3756
		SP:Iteration 1F (3084.170000 sec): 3 clusters
  Score: Raw -688851.823662 + Penalty 2949.144746 = -685902.678916
  nChanged 981
		SP:Iteration 2F (3084.360000 sec): 3 clusters
  Score: Raw -690036.022360 + Penalty 2949.144746 = -687086.877613
  nChanged 933
		SP:Iteration 3F (3084.560000 sec): 3 clusters
  Score: Raw -691319.841772 + Penalty 2949.144746 = -688370.697026
  nChanged 852
		SP:Iteration 4F (3084.750000 sec): 3 clusters
  Score: Raw -692437.155354 + Penalty 2949.144746 = -689488.010607
  nChanged 621
		SP:Iteration 5F (3084.950000 sec): 3 clusters
  Score: Raw -693066.532158 + Penalty 2949.144746 = -690117.387411
  nChanged 396
		SP:Iteration 6Q (3085.120000 sec): 3 clusters
  Score: Raw -693365.484487 + Penalty 2949.144746 = -690416.339740
  nChanged 250
		SP:Iteration 7Q (3085.290000 sec): 3 clusters
  Score: Raw -693518.130106 + Penalty 2949.144746 = -690568.985359
  nChanged 179
		SP:Iteration 8Q (3085.470000 sec): 3 clusters
  Score: Raw -693622.872109 + Penalty 2949.144746 = -690673.727363
  nChanged 148
		SP:Iteration 9Q (3085.640000 sec): 3 clusters
  Score: Raw -693707.298343 + Penalty 2949.144746 = -690758.153597
  nChanged 121
		SP:Iteration 10Q (3085.820000 sec): 3 clusters
  Score: Raw -693764.089276 + Penalty 2949.144746 = -690814.944529
  nChanged 96
		SP:Iteration 11Q (3086.030000 sec): 3 clusters
  Score: Raw -693822.319987 + Penalty 2949.144746 = -690873.175241
  nChanged 76
		SP:Iteration 12Q (3086.210000 sec): 3 clusters
  Score: Raw -693855.673214 + Penalty 2949.144746 = -690906.528468
  nChanged 67
		SP:Iteration 13Q (3086.480000 sec): 3 clusters
  Score: Raw -693874.725690 + Penalty 2949.144746 = -690925.580944
  nChanged 38
		SP:Iteration 14Q (3086.720000 sec): 3 clusters
  Score: Raw -693887.506037 + Penalty 2949.144746 = -690938.361290
  nChanged 39
		SP:Iteration 15Q (3086.960000 sec): 3 clusters
  Score: Raw -693900.793141 + Penalty 2949.144746 = -690951.648395
  nChanged 36
		SP:Iteration 16Q (3087.240000 sec): 3 clusters
  Score: Raw -693910.741771 + Penalty 2949.144746 = -690961.597025
  nChanged 33
		SP:Iteration 17Q (3087.480000 sec): 3 clusters
  Score: Raw -693921.054477 + Penalty 2949.144746 = -690971.909731
  nChanged 36
		SP:Iteration 18Q (3087.730000 sec): 3 clusters
  Score: Raw -693931.237774 + Penalty 2949.144746 = -690982.093027
  nChanged 28
		SP:Iteration 19Q (3087.880000 sec): 3 clusters
  Score: Raw -693936.755029 + Penalty 2949.144746 = -690987.610283
  nChanged 18
		SP:Iteration 20F (3088.050000 sec): 3 clusters
  Score: Raw -693940.397759 + Penalty 2949.144746 = -690991.253012
  nChanged 11
		SP:Iteration 21Q (3088.280000 sec): 3 clusters
  Score: Raw -693943.109746 + Penalty 2949.144746 = -690993.964999
  nChanged 10
		SP:Iteration 22Q (3088.480000 sec): 3 clusters
  Score: Raw -693945.449891 + Penalty 2949.144746 = -690996.305144
  nChanged 13
		SP:Iteration 23Q (3088.730000 sec): 3 clusters
  Score: Raw -693947.315514 + Penalty 2949.144746 = -690998.170768
  nChanged 15
		SP:Iteration 24Q (3088.930000 sec): 3 clusters
  Score: Raw -693950.238039 + Penalty 2949.144746 = -691001.093293
  nChanged 13
		SP:Iteration 25Q (3089.110000 sec): 3 clusters
  Score: Raw -693952.654922 + Penalty 2949.144746 = -691003.510176
  nChanged 10
		SP:Iteration 26Q (3089.330000 sec): 3 clusters
  Score: Raw -693954.885410 + Penalty 2949.144746 = -691005.740664
  nChanged 15
		SP:Iteration 27Q (3089.600000 sec): 3 clusters
  Score: Raw -693957.320706 + Penalty 2949.144746 = -691008.175960
  nChanged 14
		SP:Iteration 28Q (3089.810000 sec): 3 clusters
  Score: Raw -693960.398552 + Penalty 2949.144746 = -691011.253805
  nChanged 18
		SP:Iteration 29Q (3089.980000 sec): 3 clusters
  Score: Raw -693965.794934 + Penalty 2949.144746 = -691016.650188
  nChanged 22
		SP:Iteration 30Q (3090.210000 sec): 3 clusters
  Score: Raw -693970.203062 + Penalty 2949.144746 = -691021.058315
  nChanged 26
		SP:Iteration 31Q (3090.360000 sec): 3 clusters
  Score: Raw -693979.474532 + Penalty 2949.144746 = -691030.329785
  nChanged 30
		SP:Iteration 32Q (3090.530000 sec): 3 clusters
  Score: Raw -693994.356221 + Penalty 2949.144746 = -691045.211475
  nChanged 43
		SP:Iteration 33Q (3090.680000 sec): 3 clusters
  Score: Raw -694018.840294 + Penalty 2949.144746 = -691069.695548
  nChanged 44
		SP:Iteration 34Q (3090.880000 sec): 3 clusters
  Score: Raw -694045.596043 + Penalty 2949.144746 = -691096.451297
  nChanged 61
		SP:Iteration 35Q (3091.060000 sec): 3 clusters
  Score: Raw -694094.486662 + Penalty 2949.144746 = -691145.341915
  nChanged 71
		SP:Iteration 36Q (3091.280000 sec): 3 clusters
  Score: Raw -694171.579931 + Penalty 2949.144746 = -691222.435184
  nChanged 93
		SP:Iteration 37Q (3091.450000 sec): 3 clusters
  Score: Raw -694296.745693 + Penalty 2949.144746 = -691347.600946
  nChanged 118
		SP:Iteration 38Q (3091.660000 sec): 3 clusters
  Score: Raw -694501.464865 + Penalty 2949.144746 = -691552.320118
  nChanged 128
		SP:Iteration 39Q (3091.830000 sec): 3 clusters
  Score: Raw -694674.222350 + Penalty 2949.144746 = -691725.077604
  nChanged 119
		SP:Iteration 40F (3092.040000 sec): 3 clusters
  Score: Raw -694771.342648 + Penalty 2949.144746 = -691822.197901
  nChanged 85
		SP:Iteration 41Q (3092.220000 sec): 3 clusters
  Score: Raw -694821.517712 + Penalty 2949.144746 = -691872.372966
  nChanged 64
		SP:Iteration 42Q (3092.390000 sec): 3 clusters
  Score: Raw -694845.803910 + Penalty 2949.144746 = -691896.659164
  nChanged 35
		SP:Iteration 43Q (3092.570000 sec): 3 clusters
  Score: Raw -694856.289454 + Penalty 2949.144746 = -691907.144708
  nChanged 29
		SP:Iteration 44Q (3092.740000 sec): 3 clusters
  Score: Raw -694861.728044 + Penalty 2949.144746 = -691912.583297
  nChanged 19
		SP:Iteration 45Q (3092.920000 sec): 3 clusters
  Score: Raw -694865.167172 + Penalty 2949.144746 = -691916.022425
  nChanged 14
		SP:Iteration 46Q (3093.100000 sec): 3 clusters
  Score: Raw -694866.771477 + Penalty 2949.144746 = -691917.626730
  nChanged 6
		SP:Iteration 47Q (3093.280000 sec): 3 clusters
  Score: Raw -694867.722657 + Penalty 2949.144746 = -691918.577911
  nChanged 4
		SP:Iteration 48Q (3093.500000 sec): 3 clusters
  Score: Raw -694868.087133 + Penalty 2949.144746 = -691918.942387
  nChanged 3
		SP:Iteration 49Q (3093.700000 sec): 3 clusters
  Score: Raw -694868.691953 + Penalty 2949.144746 = -691919.547206
  nChanged 4
		SP:Iteration 50Q (3093.930000 sec): 3 clusters
  Score: Raw -694869.305559 + Penalty 2949.144746 = -691920.160812
  nChanged 4
		SP:Iteration 51Q (3094.130000 sec): 3 clusters
  Score: Raw -694870.325749 + Penalty 2949.144746 = -691921.181002
  nChanged 6
		SP:Iteration 52Q (3094.380000 sec): 3 clusters
  Score: Raw -694870.986848 + Penalty 2949.144746 = -691921.842101
  nChanged 3
		SP:Iteration 53Q (3094.560000 sec): 3 clusters
  Score: Raw -694871.291974 + Penalty 2949.144746 = -691922.147227
  nChanged 3
		SP:Iteration 54Q (3094.740000 sec): 3 clusters
  Score: Raw -694871.588251 + Penalty 2949.144746 = -691922.443505
  nChanged 0
		SP:Iteration 55F (3094.920000 sec): 3 clusters
  Score: Raw -694871.588251 + Penalty 2949.144746 = -691922.443505
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (14740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3095.100000 sec): 2 clusters
  Score: Raw -1231478.952039 + Penalty 1559.727027 = -1229919.225012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3095.330000 sec): 3 clusters
  Score: Raw -1222967.681371 + Penalty 3119.454054 = -1219848.227317
  nChanged 6507
		SP:Iteration 1F (3095.580000 sec): 3 clusters
  Score: Raw -1227500.608846 + Penalty 3119.454054 = -1224381.154792
  nChanged 1523
		SP:Iteration 2F (3095.810000 sec): 3 clusters
  Score: Raw -1228998.837709 + Penalty 3119.454054 = -1225879.383655
  nChanged 1396
		SP:Iteration 3F (3096.060000 sec): 3 clusters
  Score: Raw -1230240.097773 + Penalty 3119.454054 = -1227120.643719
  nChanged 1113
		SP:Iteration 4F (3096.280000 sec): 3 clusters
  Score: Raw -1231127.314299 + Penalty 3119.454054 = -1228007.860245
  nChanged 805
		SP:Iteration 5F (3096.540000 sec): 3 clusters
  Score: Raw -1231679.852910 + Penalty 3119.454054 = -1228560.398857
  nChanged 615
		SP:Iteration 6Q (3096.790000 sec): 3 clusters
  Score: Raw -1232025.834414 + Penalty 3119.454054 = -1228906.380360
  nChanged 463
		SP:Iteration 7Q (3096.990000 sec): 3 clusters
  Score: Raw -1232248.829495 + Penalty 3119.454054 = -1229129.375441
  nChanged 391
		SP:Iteration 8Q (3097.270000 sec): 3 clusters
  Score: Raw -1232438.027440 + Penalty 3119.454054 = -1229318.573386
  nChanged 352
		SP:Iteration 9Q (3097.510000 sec): 3 clusters
  Score: Raw -1232602.031709 + Penalty 3119.454054 = -1229482.577655
  nChanged 291
		SP:Iteration 10Q (3097.800000 sec): 3 clusters
  Score: Raw -1232751.385987 + Penalty 3119.454054 = -1229631.931933
  nChanged 293
		SP:Iteration 11Q (3098.060000 sec): 3 clusters
  Score: Raw -1232898.924938 + Penalty 3119.454054 = -1229779.470885
  nChanged 268
		SP:Iteration 12Q (3098.390000 sec): 3 clusters
  Score: Raw -1233060.162436 + Penalty 3119.454054 = -1229940.708382
  nChanged 291
		SP:Iteration 13Q (3098.620000 sec): 3 clusters
  Score: Raw -1233220.810780 + Penalty 3119.454054 = -1230101.356726
  nChanged 290
		SP:Iteration 14Q (3098.860000 sec): 3 clusters
  Score: Raw -1233370.460386 + Penalty 3119.454054 = -1230251.006332
  nChanged 253
		SP:Iteration 15Q (3099.110000 sec): 3 clusters
  Score: Raw -1233491.958131 + Penalty 3119.454054 = -1230372.504077
  nChanged 238
		SP:Iteration 16Q (3099.350000 sec): 3 clusters
  Score: Raw -1233605.694210 + Penalty 3119.454054 = -1230486.240156
  nChanged 223
		SP:Iteration 17Q (3099.600000 sec): 3 clusters
  Score: Raw -1233718.968085 + Penalty 3119.454054 = -1230599.514031
  nChanged 210
		SP:Iteration 18Q (3099.850000 sec): 3 clusters
  Score: Raw -1233827.020902 + Penalty 3119.454054 = -1230707.566849
  nChanged 205
		SP:Iteration 19Q (3100.090000 sec): 3 clusters
  Score: Raw -1233933.800188 + Penalty 3119.454054 = -1230814.346134
  nChanged 235
		SP:Iteration 20F (3100.350000 sec): 3 clusters
  Score: Raw -1234135.866131 + Penalty 3119.454054 = -1231016.412077
  nChanged 284
		SP:Iteration 21Q (3100.620000 sec): 3 clusters
  Score: Raw -1234579.515623 + Penalty 3119.454054 = -1231460.061569
  nChanged 347
		SP:Iteration 22Q (3100.860000 sec): 3 clusters
  Score: Raw -1235466.129717 + Penalty 3119.454054 = -1232346.675663
  nChanged 346
		SP:Iteration 23Q (3101.110000 sec): 3 clusters
  Score: Raw -1236172.693627 + Penalty 3119.454054 = -1233053.239573
  nChanged 286
		SP:Iteration 24Q (3101.310000 sec): 3 clusters
  Score: Raw -1236503.471027 + Penalty 3119.454054 = -1233384.016973
  nChanged 190
		SP:Iteration 25Q (3101.550000 sec): 3 clusters
  Score: Raw -1236632.965123 + Penalty 3119.454054 = -1233513.511070
  nChanged 125
		SP:Iteration 26Q (3101.770000 sec): 3 clusters
  Score: Raw -1236691.414169 + Penalty 3119.454054 = -1233571.960115
  nChanged 96
		SP:Iteration 27Q (3102.010000 sec): 3 clusters
  Score: Raw -1236728.448614 + Penalty 3119.454054 = -1233608.994560
  nChanged 76
		SP:Iteration 28Q (3102.280000 sec): 3 clusters
  Score: Raw -1236753.489089 + Penalty 3119.454054 = -1233634.035035
  nChanged 71
		SP:Iteration 29Q (3102.560000 sec): 3 clusters
  Score: Raw -1236774.883554 + Penalty 3119.454054 = -1233655.429501
  nChanged 53
		SP:Iteration 30Q (3102.850000 sec): 3 clusters
  Score: Raw -1236789.777227 + Penalty 3119.454054 = -1233670.323173
  nChanged 61
		SP:Iteration 31Q (3103.080000 sec): 3 clusters
  Score: Raw -1236805.838361 + Penalty 3119.454054 = -1233686.384308
  nChanged 46
		SP:Iteration 32Q (3103.330000 sec): 3 clusters
  Score: Raw -1236818.183523 + Penalty 3119.454054 = -1233698.729469
  nChanged 44
		SP:Iteration 33Q (3103.600000 sec): 3 clusters
  Score: Raw -1236827.536262 + Penalty 3119.454054 = -1233708.082208
  nChanged 40
		SP:Iteration 34Q (3103.840000 sec): 3 clusters
  Score: Raw -1236836.536222 + Penalty 3119.454054 = -1233717.082168
  nChanged 33
		SP:Iteration 35Q (3104.040000 sec): 3 clusters
  Score: Raw -1236841.507292 + Penalty 3119.454054 = -1233722.053238
  nChanged 32
		SP:Iteration 36Q (3104.250000 sec): 3 clusters
  Score: Raw -1236846.087511 + Penalty 3119.454054 = -1233726.633457
  nChanged 27
		SP:Iteration 37Q (3104.480000 sec): 3 clusters
  Score: Raw -1236850.619971 + Penalty 3119.454054 = -1233731.165917
  nChanged 32
		SP:Iteration 38Q (3104.770000 sec): 3 clusters
  Score: Raw -1236857.046858 + Penalty 3119.454054 = -1233737.592804
  nChanged 32
		SP:Iteration 39Q (3104.970000 sec): 3 clusters
  Score: Raw -1236862.513367 + Penalty 3119.454054 = -1233743.059313
  nChanged 29
		SP:Iteration 40F (3105.210000 sec): 3 clusters
  Score: Raw -1236875.010354 + Penalty 3119.454054 = -1233755.556300
  nChanged 31
		SP:Iteration 41Q (3105.510000 sec): 3 clusters
  Score: Raw -1236881.227333 + Penalty 3119.454054 = -1233761.773279
  nChanged 35
		SP:Iteration 42Q (3105.730000 sec): 3 clusters
  Score: Raw -1236888.279306 + Penalty 3119.454054 = -1233768.825252
  nChanged 32
		SP:Iteration 43Q (3105.970000 sec): 3 clusters
  Score: Raw -1236893.645726 + Penalty 3119.454054 = -1233774.191672
  nChanged 34
		SP:Iteration 44Q (3106.210000 sec): 3 clusters
  Score: Raw -1236899.065198 + Penalty 3119.454054 = -1233779.611144
  nChanged 33
		SP:Iteration 45Q (3106.460000 sec): 3 clusters
  Score: Raw -1236904.328938 + Penalty 3119.454054 = -1233784.874884
  nChanged 23
		SP:Iteration 46Q (3106.740000 sec): 3 clusters
  Score: Raw -1236907.795609 + Penalty 3119.454054 = -1233788.341555
  nChanged 19
		SP:Iteration 47Q (3106.990000 sec): 3 clusters
  Score: Raw -1236911.023847 + Penalty 3119.454054 = -1233791.569793
  nChanged 16
		SP:Iteration 48Q (3107.230000 sec): 3 clusters
  Score: Raw -1236913.448537 + Penalty 3119.454054 = -1233793.994484
  nChanged 22
		SP:Iteration 49Q (3107.480000 sec): 3 clusters
  Score: Raw -1236916.205679 + Penalty 3119.454054 = -1233796.751625
  nChanged 16
		SP:Iteration 50Q (3107.780000 sec): 3 clusters
  Score: Raw -1236917.942838 + Penalty 3119.454054 = -1233798.488784
  nChanged 19
		SP:Iteration 51Q (3108.030000 sec): 3 clusters
  Score: Raw -1236920.315116 + Penalty 3119.454054 = -1233800.861062
  nChanged 22
		SP:Iteration 52Q (3108.330000 sec): 3 clusters
  Score: Raw -1236922.441905 + Penalty 3119.454054 = -1233802.987851
  nChanged 14
		SP:Iteration 53Q (3108.570000 sec): 3 clusters
  Score: Raw -1236924.360601 + Penalty 3119.454054 = -1233804.906547
  nChanged 15
		SP:Iteration 54Q (3108.820000 sec): 3 clusters
  Score: Raw -1236926.664485 + Penalty 3119.454054 = -1233807.210431
  nChanged 17
		SP:Iteration 55Q (3109.090000 sec): 3 clusters
  Score: Raw -1236929.264719 + Penalty 3119.454054 = -1233809.810666
  nChanged 24
		SP:Iteration 56Q (3109.300000 sec): 3 clusters
  Score: Raw -1236932.468176 + Penalty 3119.454054 = -1233813.014122
  nChanged 26
		SP:Iteration 57Q (3109.490000 sec): 3 clusters
  Score: Raw -1236936.050876 + Penalty 3119.454054 = -1233816.596822
  nChanged 23
		SP:Iteration 58Q (3109.720000 sec): 3 clusters
  Score: Raw -1236940.380041 + Penalty 3119.454054 = -1233820.925987
  nChanged 29
		SP:Iteration 59Q (3109.960000 sec): 3 clusters
  Score: Raw -1236946.402311 + Penalty 3119.454054 = -1233826.948258
  nChanged 42
		SP:Iteration 60F (3110.260000 sec): 3 clusters
  Score: Raw -1236955.846209 + Penalty 3119.454054 = -1233836.392155
  nChanged 42
		SP:Iteration 61Q (3110.500000 sec): 3 clusters
  Score: Raw -1236965.809433 + Penalty 3119.454054 = -1233846.355379
  nChanged 43
		SP:Iteration 62Q (3110.730000 sec): 3 clusters
  Score: Raw -1236978.082866 + Penalty 3119.454054 = -1233858.628813
  nChanged 60
		SP:Iteration 63Q (3111.000000 sec): 3 clusters
  Score: Raw -1236999.575274 + Penalty 3119.454054 = -1233880.121221
  nChanged 71
		SP:Iteration 64Q (3111.280000 sec): 3 clusters
  Score: Raw -1237030.845015 + Penalty 3119.454054 = -1233911.390961
  nChanged 81
		SP:Iteration 65Q (3111.530000 sec): 3 clusters
  Score: Raw -1237073.989413 + Penalty 3119.454054 = -1233954.535359
  nChanged 101
		SP:Iteration 66Q (3111.780000 sec): 3 clusters
  Score: Raw -1237130.884287 + Penalty 3119.454054 = -1234011.430233
  nChanged 110
		SP:Iteration 67Q (3111.960000 sec): 3 clusters
  Score: Raw -1237191.062064 + Penalty 3119.454054 = -1234071.608010
  nChanged 110
		SP:Iteration 68Q (3112.240000 sec): 3 clusters
  Score: Raw -1237249.960859 + Penalty 3119.454054 = -1234130.506805
  nChanged 119
		SP:Iteration 69Q (3112.460000 sec): 3 clusters
  Score: Raw -1237305.701873 + Penalty 3119.454054 = -1234186.247819
  nChanged 109
		SP:Iteration 70Q (3112.720000 sec): 3 clusters
  Score: Raw -1237355.502002 + Penalty 3119.454054 = -1234236.047948
  nChanged 107
		SP:Iteration 71Q (3112.970000 sec): 3 clusters
  Score: Raw -1237397.688647 + Penalty 3119.454054 = -1234278.234593
  nChanged 78
		SP:Iteration 72Q (3113.220000 sec): 3 clusters
  Score: Raw -1237425.444276 + Penalty 3119.454054 = -1234305.990222
  nChanged 75
		SP:Iteration 73Q (3113.420000 sec): 3 clusters
  Score: Raw -1237449.614362 + Penalty 3119.454054 = -1234330.160308
  nChanged 57
		SP:Iteration 74Q (3113.690000 sec): 3 clusters
  Score: Raw -1237466.918081 + Penalty 3119.454054 = -1234347.464028
  nChanged 61
		SP:Iteration 75Q (3113.960000 sec): 3 clusters
  Score: Raw -1237485.651546 + Penalty 3119.454054 = -1234366.197493
  nChanged 51
		SP:Iteration 76Q (3114.230000 sec): 3 clusters
  Score: Raw -1237499.027712 + Penalty 3119.454054 = -1234379.573658
  nChanged 40
		SP:Iteration 77Q (3114.540000 sec): 3 clusters
  Score: Raw -1237508.099724 + Penalty 3119.454054 = -1234388.645670
  nChanged 26
		SP:Iteration 78Q (3114.770000 sec): 3 clusters
  Score: Raw -1237512.122186 + Penalty 3119.454054 = -1234392.668132
  nChanged 20
		SP:Iteration 79Q (3114.990000 sec): 3 clusters
  Score: Raw -1237515.576029 + Penalty 3119.454054 = -1234396.121975
  nChanged 24
		SP:Iteration 80F (3115.270000 sec): 3 clusters
  Score: Raw -1237520.563445 + Penalty 3119.454054 = -1234401.109391
  nChanged 31
		SP:Iteration 81Q (3115.500000 sec): 3 clusters
  Score: Raw -1237525.860133 + Penalty 3119.454054 = -1234406.406079
  nChanged 26
		SP:Iteration 82Q (3115.760000 sec): 3 clusters
  Score: Raw -1237530.637375 + Penalty 3119.454054 = -1234411.183321
  nChanged 23
		SP:Iteration 83Q (3116.000000 sec): 3 clusters
  Score: Raw -1237534.345903 + Penalty 3119.454054 = -1234414.891849
  nChanged 19
		SP:Iteration 84Q (3116.240000 sec): 3 clusters
  Score: Raw -1237537.124536 + Penalty 3119.454054 = -1234417.670483
  nChanged 12
		SP:Iteration 85Q (3116.450000 sec): 3 clusters
  Score: Raw -1237538.370680 + Penalty 3119.454054 = -1234418.916627
  nChanged 9
		SP:Iteration 86Q (3116.640000 sec): 3 clusters
  Score: Raw -1237539.495561 + Penalty 3119.454054 = -1234420.041507
  nChanged 8
		SP:Iteration 87Q (3116.840000 sec): 3 clusters
  Score: Raw -1237540.774234 + Penalty 3119.454054 = -1234421.320180
  nChanged 13
		SP:Iteration 88Q (3117.100000 sec): 3 clusters
  Score: Raw -1237542.950583 + Penalty 3119.454054 = -1234423.496530
  nChanged 12
		SP:Iteration 89Q (3117.360000 sec): 3 clusters
  Score: Raw -1237545.090232 + Penalty 3119.454054 = -1234425.636178
  nChanged 13
		SP:Iteration 90Q (3117.560000 sec): 3 clusters
  Score: Raw -1237547.381756 + Penalty 3119.454054 = -1234427.927702
  nChanged 10
		SP:Iteration 91Q (3117.760000 sec): 3 clusters
  Score: Raw -1237549.136347 + Penalty 3119.454054 = -1234429.682293
  nChanged 11
		SP:Iteration 92Q (3117.980000 sec): 3 clusters
  Score: Raw -1237551.300005 + Penalty 3119.454054 = -1234431.845951
  nChanged 10
		SP:Iteration 93Q (3118.260000 sec): 3 clusters
  Score: Raw -1237552.609268 + Penalty 3119.454054 = -1234433.155214
  nChanged 8
		SP:Iteration 94Q (3118.520000 sec): 3 clusters
  Score: Raw -1237553.504670 + Penalty 3119.454054 = -1234434.050616
  nChanged 6
		SP:Iteration 95Q (3118.720000 sec): 3 clusters
  Score: Raw -1237554.001910 + Penalty 3119.454054 = -1234434.547856
  nChanged 7
		SP:Iteration 96Q (3118.930000 sec): 3 clusters
  Score: Raw -1237555.081878 + Penalty 3119.454054 = -1234435.627824
  nChanged 10
		SP:Iteration 97Q (3119.140000 sec): 3 clusters
  Score: Raw -1237556.457935 + Penalty 3119.454054 = -1234437.003881
  nChanged 12
		SP:Iteration 98Q (3119.370000 sec): 3 clusters
  Score: Raw -1237558.197899 + Penalty 3119.454054 = -1234438.743846
  nChanged 5
		SP:Iteration 99Q (3119.610000 sec): 3 clusters
  Score: Raw -1237558.496784 + Penalty 3119.454054 = -1234439.042730
  nChanged 3
		SP:Iteration 100F (3119.860000 sec): 3 clusters
  Score: Raw -1237558.824381 + Penalty 3119.454054 = -1234439.370328
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Iteration 59Q (3204.670000 sec): 72 clusters
  Score: Raw -46768750.067855 + Penalty 153108.042320 = -46615642.025535
  nChanged 36996
Iteration 60F (3306.820000 sec): 72 clusters
  Score: Raw -46793899.167000 + Penalty 153108.042320 = -46640791.124680
  nChanged 26094
Iteration 61Q (3392.180000 sec): 72 clusters
  Score: Raw -46804542.405053 + Penalty 153108.042320 = -46651434.362733
  nChanged 15799
Iteration 62Q (3474.190000 sec): 72 clusters
  Score: Raw -46810641.225459 + Penalty 153108.042320 = -46657533.183139
  nChanged 12383
Iteration 63Q (3554.440000 sec): 72 clusters
  Score: Raw -46815118.323382 + Penalty 153108.042320 = -46662010.281062
  nChanged 10622
Iteration 64Q (3636.000000 sec): 72 clusters
  Score: Raw -46818648.868232 + Penalty 153108.042320 = -46665540.825913
  nChanged 9198
Iteration 65Q (3710.630000 sec): 72 clusters
  Score: Raw -46821405.297701 + Penalty 153108.042320 = -46668297.255381
  nChanged 8280
Iteration 66Q (3793.430000 sec): 72 clusters
  Score: Raw -46823722.952347 + Penalty 153108.042320 = -46670614.910027
  nChanged 7536
Iteration 67Q (3871.700000 sec): 72 clusters
  Score: Raw -46825726.959596 + Penalty 153108.042320 = -46672618.917276
  nChanged 7008
Iteration 68Q (3945.020000 sec): 72 clusters
  Score: Raw -46827572.653482 + Penalty 153108.042320 = -46674464.611162
  nChanged 6492
Iteration 69Q (4021.010000 sec): 72 clusters
  Score: Raw -46829250.021948 + Penalty 153108.042320 = -46676141.979629
  nChanged 6142
Iteration 70Q (4104.120000 sec): 72 clusters
  Score: Raw -46830838.068424 + Penalty 153108.042320 = -46677730.026104
  nChanged 5919
Iteration 71Q (4182.390000 sec): 72 clusters
  Score: Raw -46832340.302077 + Penalty 153108.042320 = -46679232.259757
  nChanged 5563
Iteration 72Q (4264.800000 sec): 72 clusters
  Score: Raw -46833776.389625 + Penalty 153108.042320 = -46680668.347305
  nChanged 5364
Iteration 73Q (4344.490000 sec): 72 clusters
  Score: Raw -46835154.724255 + Penalty 153108.042320 = -46682046.681935
  nChanged 5171
Iteration 74Q (4426.620000 sec): 72 clusters
  Score: Raw -46836430.009013 + Penalty 153108.042320 = -46683321.966693
  nChanged 4934
Iteration 75Q (4508.650000 sec): 72 clusters
  Score: Raw -46837649.193438 + Penalty 153108.042320 = -46684541.151118
  nChanged 4769
Iteration 76Q (4590.870000 sec): 72 clusters
  Score: Raw -46838851.494157 + Penalty 153108.042320 = -46685743.451837
  nChanged 4740
Iteration 77Q (4674.540000 sec): 72 clusters
  Score: Raw -46840176.793039 + Penalty 153108.042320 = -46687068.750720
  nChanged 4706
Iteration 78Q (4751.690000 sec): 72 clusters
  Score: Raw -46841769.291857 + Penalty 153108.042320 = -46688661.249537
  nChanged 4723
Iteration 79Q (4833.660000 sec): 72 clusters
  Score: Raw -46844011.962998 + Penalty 153108.042320 = -46690903.920678
  nChanged 4908
Iteration 80F (4948.490000 sec): 72 clusters
  Score: Raw -46847527.010067 + Penalty 153108.042320 = -46694418.967747
  nChanged 5134
Iteration 81Q (5027.940000 sec): 72 clusters
  Score: Raw -46850904.661776 + Penalty 153108.042320 = -46697796.619456
  nChanged 5135
Iteration 82Q (5109.580000 sec): 72 clusters
  Score: Raw -46853136.402404 + Penalty 153108.042320 = -46700028.360084
  nChanged 4794
Iteration 83Q (5189.180000 sec): 72 clusters
  Score: Raw -46854450.563523 + Penalty 153108.042320 = -46701342.521203
  nChanged 4271
Iteration 84Q (5267.580000 sec): 72 clusters
  Score: Raw -46855420.584441 + Penalty 153108.042320 = -46702312.542121
  nChanged 4014
Iteration 85Q (5348.240000 sec): 72 clusters
  Score: Raw -46856217.355209 + Penalty 153108.042320 = -46703109.312889
  nChanged 3708
Iteration 86Q (5426.240000 sec): 72 clusters
  Score: Raw -46856931.525928 + Penalty 153108.042320 = -46703823.483608
  nChanged 3531
Iteration 87Q (5508.600000 sec): 72 clusters
  Score: Raw -46857583.826928 + Penalty 153108.042320 = -46704475.784608
  nChanged 3374
Iteration 88Q (5585.730000 sec): 72 clusters
  Score: Raw -46858178.287432 + Penalty 153108.042320 = -46705070.245112
  nChanged 3187
Iteration 89Q (5667.320000 sec): 72 clusters
  Score: Raw -46858725.842372 + Penalty 153108.042320 = -46705617.800052
  nChanged 2974
Iteration 90Q (5749.020000 sec): 72 clusters
  Score: Raw -46859230.270245 + Penalty 153108.042320 = -46706122.227925
  nChanged 2879
Iteration 91Q (5832.410000 sec): 72 clusters
  Score: Raw -46859711.004220 + Penalty 153108.042320 = -46706602.961901
  nChanged 2693
Iteration 92Q (5914.290000 sec): 72 clusters
  Score: Raw -46860137.655186 + Penalty 153108.042320 = -46707029.612867
  nChanged 2589
Iteration 93Q (5991.130000 sec): 72 clusters
  Score: Raw -46860540.664182 + Penalty 153108.042320 = -46707432.621862
  nChanged 2541
Iteration 94Q (6076.750000 sec): 72 clusters
  Score: Raw -46860924.304991 + Penalty 153108.042320 = -46707816.262672
  nChanged 2362
Iteration 95Q (6159.010000 sec): 72 clusters
  Score: Raw -46861265.656289 + Penalty 153108.042320 = -46708157.613969
  nChanged 2214
Iteration 96Q (6240.560000 sec): 72 clusters
  Score: Raw -46861608.192216 + Penalty 153108.042320 = -46708500.149896
  nChanged 2122
Iteration 97Q (6318.520000 sec): 72 clusters
  Score: Raw -46861937.524779 + Penalty 153108.042320 = -46708829.482459
  nChanged 2011
Iteration 98Q (6395.360000 sec): 72 clusters
  Score: Raw -46862239.162206 + Penalty 153108.042320 = -46709131.119887
  nChanged 1937
Writing temp clu file 
Because OldScore, -46708829.482459, is greater than current (better) Score,-46709131.119887 
 Compute initial score before splitting:   Score: Raw -46862239.162206 + Penalty 153108.042320 = -46709131.119887
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (5732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6395.570000 sec): 2 clusters
  Score: Raw -481619.381009 + Penalty 1406.245716 = -480213.135294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6395.720000 sec): 3 clusters
  Score: Raw -478702.669622 + Penalty 2812.491431 = -475890.178191
  nChanged 2383
		SP:Iteration 1F (6395.870000 sec): 3 clusters
  Score: Raw -480586.402027 + Penalty 2812.491431 = -477773.910596
  nChanged 663
		SP:Iteration 2F (6396.040000 sec): 3 clusters
  Score: Raw -481541.861750 + Penalty 2812.491431 = -478729.370319
  nChanged 574
		SP:Iteration 3F (6396.180000 sec): 3 clusters
  Score: Raw -482269.864463 + Penalty 2812.491431 = -479457.373032
  nChanged 420
		SP:Iteration 4F (6396.350000 sec): 3 clusters
  Score: Raw -482634.526929 + Penalty 2812.491431 = -479822.035498
  nChanged 279
		SP:Iteration 5Q (6396.530000 sec): 3 clusters
  Score: Raw -482834.777476 + Penalty 2812.491431 = -480022.286045
  nChanged 227
		SP:Iteration 6Q (6396.680000 sec): 3 clusters
  Score: Raw -482988.514575 + Penalty 2812.491431 = -480176.023144
  nChanged 167
		SP:Iteration 7Q (6396.850000 sec): 3 clusters
  Score: Raw -483096.413342 + Penalty 2812.491431 = -480283.921911
  nChanged 93
		SP:Iteration 8Q (6397.000000 sec): 3 clusters
  Score: Raw -483142.923374 + Penalty 2812.491431 = -480330.431942
  nChanged 83
		SP:Iteration 9Q (6397.220000 sec): 3 clusters
  Score: Raw -483176.862507 + Penalty 2812.491431 = -480364.371076
  nChanged 51
		SP:Iteration 10Q (6397.430000 sec): 3 clusters
  Score: Raw -483194.459366 + Penalty 2812.491431 = -480381.967935
  nChanged 49
		SP:Iteration 11Q (6397.660000 sec): 3 clusters
  Score: Raw -483208.038039 + Penalty 2812.491431 = -480395.546608
  nChanged 33
		SP:Iteration 12Q (6397.820000 sec): 3 clusters
  Score: Raw -483214.872574 + Penalty 2812.491431 = -480402.381143
  nChanged 33
		SP:Iteration 13Q (6397.950000 sec): 3 clusters
  Score: Raw -483222.077145 + Penalty 2812.491431 = -480409.585713
  nChanged 24
		SP:Iteration 14Q (6398.120000 sec): 3 clusters
  Score: Raw -483226.376140 + Penalty 2812.491431 = -480413.884709
  nChanged 16
		SP:Iteration 15Q (6398.290000 sec): 3 clusters
  Score: Raw -483231.276661 + Penalty 2812.491431 = -480418.785229
  nChanged 16
		SP:Iteration 16Q (6398.470000 sec): 3 clusters
  Score: Raw -483235.716337 + Penalty 2812.491431 = -480423.224906
  nChanged 18
		SP:Iteration 17Q (6398.700000 sec): 3 clusters
  Score: Raw -483241.765686 + Penalty 2812.491431 = -480429.274255
  nChanged 23
		SP:Iteration 18Q (6398.890000 sec): 3 clusters
  Score: Raw -483247.233833 + Penalty 2812.491431 = -480434.742401
  nChanged 24
		SP:Iteration 19Q (6399.070000 sec): 3 clusters
  Score: Raw -483252.899170 + Penalty 2812.491431 = -480440.407738
  nChanged 21
		SP:Iteration 20F (6399.290000 sec): 3 clusters
  Score: Raw -483259.174612 + Penalty 2812.491431 = -480446.683181
  nChanged 22
		SP:Iteration 21Q (6399.490000 sec): 3 clusters
  Score: Raw -483264.829147 + Penalty 2812.491431 = -480452.337716
  nChanged 17
		SP:Iteration 22Q (6399.620000 sec): 3 clusters
  Score: Raw -483268.629257 + Penalty 2812.491431 = -480456.137825
  nChanged 18
		SP:Iteration 23Q (6399.830000 sec): 3 clusters
  Score: Raw -483274.317327 + Penalty 2812.491431 = -480461.825896
  nChanged 21
		SP:Iteration 24Q (6400.030000 sec): 3 clusters
  Score: Raw -483279.424377 + Penalty 2812.491431 = -480466.932945
  nChanged 27
		SP:Iteration 25Q (6400.220000 sec): 3 clusters
  Score: Raw -483293.420202 + Penalty 2812.491431 = -480480.928770
  nChanged 38
		SP:Iteration 26Q (6400.410000 sec): 3 clusters
  Score: Raw -483316.880007 + Penalty 2812.491431 = -480504.388575
  nChanged 54
		SP:Iteration 27Q (6400.610000 sec): 3 clusters
  Score: Raw -483344.638626 + Penalty 2812.491431 = -480532.147195
  nChanged 33
		SP:Iteration 28Q (6400.810000 sec): 3 clusters
  Score: Raw -483357.116586 + Penalty 2812.491431 = -480544.625155
  nChanged 30
		SP:Iteration 29Q (6400.970000 sec): 3 clusters
  Score: Raw -483366.213740 + Penalty 2812.491431 = -480553.722309
  nChanged 25
		SP:Iteration 30Q (6401.170000 sec): 3 clusters
  Score: Raw -483374.175189 + Penalty 2812.491431 = -480561.683757
  nChanged 20
		SP:Iteration 31Q (6401.330000 sec): 3 clusters
  Score: Raw -483379.045442 + Penalty 2812.491431 = -480566.554011
  nChanged 16
		SP:Iteration 32Q (6401.480000 sec): 3 clusters
  Score: Raw -483383.456500 + Penalty 2812.491431 = -480570.965069
  nChanged 14
		SP:Iteration 33Q (6401.660000 sec): 3 clusters
  Score: Raw -483390.299335 + Penalty 2812.491431 = -480577.807904
  nChanged 25
		SP:Iteration 34Q (6401.850000 sec): 3 clusters
  Score: Raw -483400.836537 + Penalty 2812.491431 = -480588.345105
  nChanged 38
		SP:Iteration 35Q (6402.050000 sec): 3 clusters
  Score: Raw -483414.880030 + Penalty 2812.491431 = -480602.388598
  nChanged 31
		SP:Iteration 36Q (6402.240000 sec): 3 clusters
  Score: Raw -483424.411475 + Penalty 2812.491431 = -480611.920044
  nChanged 25
		SP:Iteration 37Q (6402.440000 sec): 3 clusters
  Score: Raw -483431.023338 + Penalty 2812.491431 = -480618.531907
  nChanged 21
		SP:Iteration 38Q (6402.630000 sec): 3 clusters
  Score: Raw -483437.374964 + Penalty 2812.491431 = -480624.883533
  nChanged 17
		SP:Iteration 39Q (6402.820000 sec): 3 clusters
  Score: Raw -483444.313359 + Penalty 2812.491431 = -480631.821928
  nChanged 26
		SP:Iteration 40F (6403.010000 sec): 3 clusters
  Score: Raw -483453.575699 + Penalty 2812.491431 = -480641.084268
  nChanged 29
		SP:Iteration 41Q (6403.160000 sec): 3 clusters
  Score: Raw -483461.442488 + Penalty 2812.491431 = -480648.951056
  nChanged 17
		SP:Iteration 42Q (6403.330000 sec): 3 clusters
  Score: Raw -483464.981698 + Penalty 2812.491431 = -480652.490267
  nChanged 15
		SP:Iteration 43Q (6403.520000 sec): 3 clusters
  Score: Raw -483468.254503 + Penalty 2812.491431 = -480655.763071
  nChanged 14
		SP:Iteration 44Q (6403.670000 sec): 3 clusters
  Score: Raw -483471.557379 + Penalty 2812.491431 = -480659.065948
  nChanged 14
		SP:Iteration 45Q (6403.820000 sec): 3 clusters
  Score: Raw -483475.338315 + Penalty 2812.491431 = -480662.846884
  nChanged 12
		SP:Iteration 46Q (6403.970000 sec): 3 clusters
  Score: Raw -483477.422556 + Penalty 2812.491431 = -480664.931124
  nChanged 4
		SP:Iteration 47Q (6404.130000 sec): 3 clusters
  Score: Raw -483478.000482 + Penalty 2812.491431 = -480665.509051
  nChanged 2
		SP:Iteration 48Q (6404.270000 sec): 3 clusters
  Score: Raw -483478.674415 + Penalty 2812.491431 = -480666.182983
  nChanged 0
		SP:Iteration 49F (6404.490000 sec): 3 clusters
  Score: Raw -483478.674415 + Penalty 2812.491431 = -480666.182983
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6404.590000 sec): 2 clusters
  Score: Raw -37001.930521 + Penalty 1016.870983 = -35985.059538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6404.780000 sec): 3 clusters
  Score: Raw -36957.294047 + Penalty 2033.741966 = -34923.552081
  nChanged 107
		SP:Iteration 1F (6404.940000 sec): 3 clusters
  Score: Raw -37175.393056 + Penalty 2033.741966 = -35141.651090
  nChanged 43
		SP:Iteration 2F (6405.110000 sec): 3 clusters
  Score: Raw -37284.425672 + Penalty 2033.741966 = -35250.683706
  nChanged 20
		SP:Iteration 3Q (6405.300000 sec): 3 clusters
  Score: Raw -37341.527433 + Penalty 2033.741966 = -35307.785467
  nChanged 18
		SP:Iteration 4Q (6405.400000 sec): 3 clusters
  Score: Raw -37374.620197 + Penalty 2033.741966 = -35340.878231
  nChanged 4
		SP:Iteration 5Q (6405.560000 sec): 3 clusters
  Score: Raw -37380.010363 + Penalty 2033.741966 = -35346.268397
  nChanged 1
		SP:Iteration 6Q (6405.760000 sec): 3 clusters
  Score: Raw -37381.669038 + Penalty 2033.741966 = -35347.927072
  nChanged 0
		SP:Iteration 7F (6405.950000 sec): 3 clusters
  Score: Raw -37381.669038 + Penalty 2033.741966 = -35347.927072
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (8382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6406.050000 sec): 2 clusters
  Score: Raw -627512.779916 + Penalty 1467.999297 = -626044.780619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6406.230000 sec): 3 clusters
  Score: Raw -622919.796048 + Penalty 2935.998594 = -619983.797454
  nChanged 3631
		SP:Iteration 1F (6406.390000 sec): 3 clusters
  Score: Raw -625438.238621 + Penalty 2935.998594 = -622502.240027
  nChanged 821
		SP:Iteration 2F (6406.580000 sec): 3 clusters
  Score: Raw -626212.789602 + Penalty 2935.998594 = -623276.791007
  nChanged 684
		SP:Iteration 3F (6406.730000 sec): 3 clusters
  Score: Raw -626824.676239 + Penalty 2935.998594 = -623888.677645
  nChanged 561
		SP:Iteration 4F (6406.950000 sec): 3 clusters
  Score: Raw -627261.770199 + Penalty 2935.998594 = -624325.771605
  nChanged 460
		SP:Iteration 5F (6407.110000 sec): 3 clusters
  Score: Raw -627576.174198 + Penalty 2935.998594 = -624640.175603
  nChanged 375
		SP:Iteration 6Q (6407.290000 sec): 3 clusters
  Score: Raw -627796.544210 + Penalty 2935.998594 = -624860.545616
  nChanged 255
		SP:Iteration 7Q (6407.440000 sec): 3 clusters
  Score: Raw -627921.478547 + Penalty 2935.998594 = -624985.479953
  nChanged 208
		SP:Iteration 8Q (6407.610000 sec): 3 clusters
  Score: Raw -628024.392906 + Penalty 2935.998594 = -625088.394312
  nChanged 186
		SP:Iteration 9Q (6407.790000 sec): 3 clusters
  Score: Raw -628123.748914 + Penalty 2935.998594 = -625187.750320
  nChanged 171
		SP:Iteration 10Q (6407.970000 sec): 3 clusters
  Score: Raw -628211.268046 + Penalty 2935.998594 = -625275.269451
  nChanged 157
		SP:Iteration 11Q (6408.170000 sec): 3 clusters
  Score: Raw -628289.490610 + Penalty 2935.998594 = -625353.492016
  nChanged 142
		SP:Iteration 12Q (6408.370000 sec): 3 clusters
  Score: Raw -628362.243802 + Penalty 2935.998594 = -625426.245208
  nChanged 138
		SP:Iteration 13Q (6408.500000 sec): 3 clusters
  Score: Raw -628431.673281 + Penalty 2935.998594 = -625495.674687
  nChanged 127
		SP:Iteration 14Q (6408.670000 sec): 3 clusters
  Score: Raw -628509.317781 + Penalty 2935.998594 = -625573.319187
  nChanged 137
		SP:Iteration 15Q (6408.860000 sec): 3 clusters
  Score: Raw -628594.606026 + Penalty 2935.998594 = -625658.607431
  nChanged 132
		SP:Iteration 16Q (6409.040000 sec): 3 clusters
  Score: Raw -628667.272266 + Penalty 2935.998594 = -625731.273672
  nChanged 118
		SP:Iteration 17Q (6409.220000 sec): 3 clusters
  Score: Raw -628725.212456 + Penalty 2935.998594 = -625789.213861
  nChanged 105
		SP:Iteration 18Q (6409.440000 sec): 3 clusters
  Score: Raw -628782.219163 + Penalty 2935.998594 = -625846.220569
  nChanged 121
		SP:Iteration 19Q (6409.600000 sec): 3 clusters
  Score: Raw -628862.613675 + Penalty 2935.998594 = -625926.615081
  nChanged 131
		SP:Iteration 20F (6409.850000 sec): 3 clusters
  Score: Raw -628938.222573 + Penalty 2935.998594 = -626002.223979
  nChanged 119
		SP:Iteration 21Q (6410.040000 sec): 3 clusters
  Score: Raw -628992.638051 + Penalty 2935.998594 = -626056.639457
  nChanged 101
		SP:Iteration 22Q (6410.210000 sec): 3 clusters
  Score: Raw -629035.353677 + Penalty 2935.998594 = -626099.355083
  nChanged 91
		SP:Iteration 23Q (6410.390000 sec): 3 clusters
  Score: Raw -629064.385076 + Penalty 2935.998594 = -626128.386482
  nChanged 75
		SP:Iteration 24Q (6410.580000 sec): 3 clusters
  Score: Raw -629085.675843 + Penalty 2935.998594 = -626149.677249
  nChanged 62
		SP:Iteration 25Q (6410.790000 sec): 3 clusters
  Score: Raw -629100.105610 + Penalty 2935.998594 = -626164.107016
  nChanged 38
		SP:Iteration 26Q (6410.960000 sec): 3 clusters
  Score: Raw -629107.346448 + Penalty 2935.998594 = -626171.347854
  nChanged 30
		SP:Iteration 27Q (6411.140000 sec): 3 clusters
  Score: Raw -629114.710014 + Penalty 2935.998594 = -626178.711420
  nChanged 32
		SP:Iteration 28Q (6411.320000 sec): 3 clusters
  Score: Raw -629123.033729 + Penalty 2935.998594 = -626187.035134
  nChanged 32
		SP:Iteration 29Q (6411.500000 sec): 3 clusters
  Score: Raw -629130.878134 + Penalty 2935.998594 = -626194.879539
  nChanged 35
		SP:Iteration 30Q (6411.720000 sec): 3 clusters
  Score: Raw -629138.267345 + Penalty 2935.998594 = -626202.268750
  nChanged 24
		SP:Iteration 31Q (6411.900000 sec): 3 clusters
  Score: Raw -629142.737523 + Penalty 2935.998594 = -626206.738929
  nChanged 20
		SP:Iteration 32Q (6412.060000 sec): 3 clusters
  Score: Raw -629146.409452 + Penalty 2935.998594 = -626210.410857
  nChanged 12
		SP:Iteration 33Q (6412.250000 sec): 3 clusters
  Score: Raw -629148.023272 + Penalty 2935.998594 = -626212.024678
  nChanged 9
		SP:Iteration 34Q (6412.450000 sec): 3 clusters
  Score: Raw -629149.369743 + Penalty 2935.998594 = -626213.371149
  nChanged 6
		SP:Iteration 35Q (6412.610000 sec): 3 clusters
  Score: Raw -629150.557447 + Penalty 2935.998594 = -626214.558853
  nChanged 8
		SP:Iteration 36Q (6412.790000 sec): 3 clusters
  Score: Raw -629151.686523 + Penalty 2935.998594 = -626215.687929
  nChanged 5
		SP:Iteration 37Q (6412.960000 sec): 3 clusters
  Score: Raw -629152.119986 + Penalty 2935.998594 = -626216.121392
  nChanged 4
		SP:Iteration 38Q (6413.180000 sec): 3 clusters
  Score: Raw -629152.567338 + Penalty 2935.998594 = -626216.568744
  nChanged 2
		SP:Iteration 39Q (6413.360000 sec): 3 clusters
  Score: Raw -629152.989199 + Penalty 2935.998594 = -626216.990605
  nChanged 4
		SP:Iteration 40F (6413.530000 sec): 3 clusters
  Score: Raw -629153.637889 + Penalty 2935.998594 = -626217.639294
  nChanged 7
		SP:Iteration 41Q (6413.710000 sec): 3 clusters
  Score: Raw -629154.514741 + Penalty 2935.998594 = -626218.516146
  nChanged 4
		SP:Iteration 42Q (6413.890000 sec): 3 clusters
  Score: Raw -629155.054306 + Penalty 2935.998594 = -626219.055712
  nChanged 6
		SP:Iteration 43Q (6414.150000 sec): 3 clusters
  Score: Raw -629155.594678 + Penalty 2935.998594 = -626219.596083
  nChanged 5
		SP:Iteration 44Q (6414.290000 sec): 3 clusters
  Score: Raw -629156.125499 + Penalty 2935.998594 = -626220.126905
  nChanged 4
		SP:Iteration 45Q (6414.530000 sec): 3 clusters
  Score: Raw -629156.772611 + Penalty 2935.998594 = -626220.774017
  nChanged 5
		SP:Iteration 46Q (6414.680000 sec): 3 clusters
  Score: Raw -629157.281552 + Penalty 2935.998594 = -626221.282958
  nChanged 7
		SP:Iteration 47Q (6414.860000 sec): 3 clusters
  Score: Raw -629158.224097 + Penalty 2935.998594 = -626222.225503
  nChanged 5
		SP:Iteration 48Q (6415.030000 sec): 3 clusters
  Score: Raw -629158.976570 + Penalty 2935.998594 = -626222.977976
  nChanged 4
		SP:Iteration 49Q (6415.210000 sec): 3 clusters
  Score: Raw -629159.675844 + Penalty 2935.998594 = -626223.677250
  nChanged 5
		SP:Iteration 50Q (6415.390000 sec): 3 clusters
  Score: Raw -629160.477581 + Penalty 2935.998594 = -626224.478987
  nChanged 4
		SP:Iteration 51Q (6415.570000 sec): 3 clusters
  Score: Raw -629160.764712 + Penalty 2935.998594 = -626224.766118
  nChanged 4
		SP:Iteration 52Q (6415.750000 sec): 3 clusters
  Score: Raw -629161.653302 + Penalty 2935.998594 = -626225.654708
  nChanged 8
		SP:Iteration 53Q (6416.000000 sec): 3 clusters
  Score: Raw -629162.979153 + Penalty 2935.998594 = -626226.980559
  nChanged 7
		SP:Iteration 54Q (6416.170000 sec): 3 clusters
  Score: Raw -629163.787865 + Penalty 2935.998594 = -626227.789271
  nChanged 3
		SP:Iteration 55Q (6416.350000 sec): 3 clusters
  Score: Raw -629164.129985 + Penalty 2935.998594 = -626228.131391
  nChanged 3
		SP:Iteration 56Q (6416.530000 sec): 3 clusters
  Score: Raw -629164.417183 + Penalty 2935.998594 = -626228.418589
  nChanged 1
		SP:Iteration 57Q (6416.710000 sec): 3 clusters
  Score: Raw -629164.530066 + Penalty 2935.998594 = -626228.531471
  nChanged 1
		SP:Iteration 58Q (6416.880000 sec): 3 clusters
  Score: Raw -629164.586493 + Penalty 2935.998594 = -626228.587899
  nChanged 0
		SP:Iteration 59F (6417.060000 sec): 3 clusters
  Score: Raw -629164.586493 + Penalty 2935.998594 = -626228.587899
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (17564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6417.230000 sec): 2 clusters
  Score: Raw -1644841.152886 + Penalty 1588.211078 = -1643252.941808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6417.510000 sec): 3 clusters
  Score: Raw -1634436.077288 + Penalty 3176.422155 = -1631259.655132
  nChanged 7850
		SP:Iteration 1F (6417.760000 sec): 3 clusters
  Score: Raw -1639304.231954 + Penalty 3176.422155 = -1636127.809798
  nChanged 1418
		SP:Iteration 2F (6418.070000 sec): 3 clusters
  Score: Raw -1640445.993602 + Penalty 3176.422155 = -1637269.571447
  nChanged 1486
		SP:Iteration 3F (6418.350000 sec): 3 clusters
  Score: Raw -1641600.256949 + Penalty 3176.422155 = -1638423.834793
  nChanged 1454
		SP:Iteration 4F (6418.610000 sec): 3 clusters
  Score: Raw -1642651.824094 + Penalty 3176.422155 = -1639475.401938
  nChanged 1266
		SP:Iteration 5F (6418.930000 sec): 3 clusters
  Score: Raw -1643536.459496 + Penalty 3176.422155 = -1640360.037341
  nChanged 1024
		SP:Iteration 6F (6419.220000 sec): 3 clusters
  Score: Raw -1644200.605142 + Penalty 3176.422155 = -1641024.182986
  nChanged 773
		SP:Iteration 7Q (6419.470000 sec): 3 clusters
  Score: Raw -1644701.767202 + Penalty 3176.422155 = -1641525.345047
  nChanged 596
		SP:Iteration 8Q (6419.770000 sec): 3 clusters
  Score: Raw -1645101.820525 + Penalty 3176.422155 = -1641925.398369
  nChanged 485
		SP:Iteration 9Q (6420.050000 sec): 3 clusters
  Score: Raw -1645477.677918 + Penalty 3176.422155 = -1642301.255762
  nChanged 381
		SP:Iteration 10Q (6420.350000 sec): 3 clusters
  Score: Raw -1645771.153548 + Penalty 3176.422155 = -1642594.731393
  nChanged 318
		SP:Iteration 11Q (6420.650000 sec): 3 clusters
  Score: Raw -1646024.064476 + Penalty 3176.422155 = -1642847.642320
  nChanged 244
		SP:Iteration 12Q (6420.870000 sec): 3 clusters
  Score: Raw -1646257.346153 + Penalty 3176.422155 = -1643080.923998
  nChanged 209
		SP:Iteration 13Q (6421.100000 sec): 3 clusters
  Score: Raw -1646520.315419 + Penalty 3176.422155 = -1643343.893264
  nChanged 162
		SP:Iteration 14Q (6421.410000 sec): 3 clusters
  Score: Raw -1646825.975613 + Penalty 3176.422155 = -1643649.553458
  nChanged 124
		SP:Iteration 15Q (6421.670000 sec): 3 clusters
  Score: Raw -1647032.290431 + Penalty 3176.422155 = -1643855.868276
  nChanged 109
		SP:Iteration 16Q (6421.940000 sec): 3 clusters
  Score: Raw -1647143.294095 + Penalty 3176.422155 = -1643966.871940
  nChanged 59
		SP:Iteration 17Q (6422.210000 sec): 3 clusters
  Score: Raw -1647185.597768 + Penalty 3176.422155 = -1644009.175613
  nChanged 48
		SP:Iteration 18Q (6422.500000 sec): 3 clusters
  Score: Raw -1647216.023811 + Penalty 3176.422155 = -1644039.601656
  nChanged 37
		SP:Iteration 19Q (6422.740000 sec): 3 clusters
  Score: Raw -1647247.833279 + Penalty 3176.422155 = -1644071.411124
  nChanged 47
		SP:Iteration 20F (6422.990000 sec): 3 clusters
  Score: Raw -1647290.308891 + Penalty 3176.422155 = -1644113.886736
  nChanged 41
		SP:Iteration 21Q (6423.220000 sec): 3 clusters
  Score: Raw -1647324.451193 + Penalty 3176.422155 = -1644148.029038
  nChanged 40
		SP:Iteration 22Q (6423.500000 sec): 3 clusters
  Score: Raw -1647357.783624 + Penalty 3176.422155 = -1644181.361469
  nChanged 35
		SP:Iteration 23Q (6423.710000 sec): 3 clusters
  Score: Raw -1647383.207814 + Penalty 3176.422155 = -1644206.785659
  nChanged 21
		SP:Iteration 24Q (6423.960000 sec): 3 clusters
  Score: Raw -1647398.977589 + Penalty 3176.422155 = -1644222.555434
  nChanged 18
		SP:Iteration 25Q (6424.220000 sec): 3 clusters
  Score: Raw -1647408.407460 + Penalty 3176.422155 = -1644231.985304
  nChanged 7
		SP:Iteration 26Q (6424.470000 sec): 3 clusters
  Score: Raw -1647411.989303 + Penalty 3176.422155 = -1644235.567148
  nChanged 5
		SP:Iteration 27Q (6424.730000 sec): 3 clusters
  Score: Raw -1647413.790109 + Penalty 3176.422155 = -1644237.367954
  nChanged 3
		SP:Iteration 28Q (6424.990000 sec): 3 clusters
  Score: Raw -1647414.267624 + Penalty 3176.422155 = -1644237.845469
  nChanged 1
		SP:Iteration 29Q (6425.260000 sec): 3 clusters
  Score: Raw -1647414.429716 + Penalty 3176.422155 = -1644238.007560
  nChanged 0
		SP:Iteration 30F (6425.550000 sec): 3 clusters
  Score: Raw -1647414.429716 + Penalty 3176.422155 = -1644238.007560
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (9244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6425.650000 sec): 2 clusters
  Score: Raw -799326.662236 + Penalty 1483.906120 = -797842.756115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6425.890000 sec): 3 clusters
  Score: Raw -794221.087197 + Penalty 2967.812241 = -791253.274956
  nChanged 3949
		SP:Iteration 1F (6426.090000 sec): 3 clusters
  Score: Raw -796943.071407 + Penalty 2967.812241 = -793975.259166
  nChanged 888
		SP:Iteration 2F (6426.320000 sec): 3 clusters
  Score: Raw -797655.008771 + Penalty 2967.812241 = -794687.196530
  nChanged 772
		SP:Iteration 3F (6426.540000 sec): 3 clusters
  Score: Raw -798247.413934 + Penalty 2967.812241 = -795279.601694
  nChanged 582
		SP:Iteration 4F (6426.720000 sec): 3 clusters
  Score: Raw -798617.918937 + Penalty 2967.812241 = -795650.106697
  nChanged 450
		SP:Iteration 5Q (6426.880000 sec): 3 clusters
  Score: Raw -798877.702624 + Penalty 2967.812241 = -795909.890384
  nChanged 338
		SP:Iteration 6Q (6427.040000 sec): 3 clusters
  Score: Raw -799089.717554 + Penalty 2967.812241 = -796121.905313
  nChanged 282
		SP:Iteration 7Q (6427.200000 sec): 3 clusters
  Score: Raw -799292.187822 + Penalty 2967.812241 = -796324.375581
  nChanged 260
		SP:Iteration 8Q (6427.430000 sec): 3 clusters
  Score: Raw -799455.892884 + Penalty 2967.812241 = -796488.080644
  nChanged 221
		SP:Iteration 9Q (6427.640000 sec): 3 clusters
  Score: Raw -799607.009559 + Penalty 2967.812241 = -796639.197318
  nChanged 211
		SP:Iteration 10Q (6427.830000 sec): 3 clusters
  Score: Raw -799718.244988 + Penalty 2967.812241 = -796750.432747
  nChanged 190
		SP:Iteration 11Q (6428.040000 sec): 3 clusters
  Score: Raw -799810.102556 + Penalty 2967.812241 = -796842.290316
  nChanged 158
		SP:Iteration 12Q (6428.250000 sec): 3 clusters
  Score: Raw -799878.672970 + Penalty 2967.812241 = -796910.860729
  nChanged 133
		SP:Iteration 13Q (6428.520000 sec): 3 clusters
  Score: Raw -799933.728045 + Penalty 2967.812241 = -796965.915804
  nChanged 111
		SP:Iteration 14Q (6428.670000 sec): 3 clusters
  Score: Raw -799982.590677 + Penalty 2967.812241 = -797014.778436
  nChanged 94
		SP:Iteration 15Q (6428.920000 sec): 3 clusters
  Score: Raw -800030.141891 + Penalty 2967.812241 = -797062.329650
  nChanged 91
		SP:Iteration 16Q (6429.210000 sec): 3 clusters
  Score: Raw -800072.134582 + Penalty 2967.812241 = -797104.322341
  nChanged 94
		SP:Iteration 17Q (6429.380000 sec): 3 clusters
  Score: Raw -800106.774848 + Penalty 2967.812241 = -797138.962607
  nChanged 76
		SP:Iteration 18Q (6429.590000 sec): 3 clusters
  Score: Raw -800131.168220 + Penalty 2967.812241 = -797163.355979
  nChanged 47
		SP:Iteration 19Q (6429.840000 sec): 3 clusters
  Score: Raw -800144.788435 + Penalty 2967.812241 = -797176.976194
  nChanged 32
		SP:Iteration 20F (6430.040000 sec): 3 clusters
  Score: Raw -800155.513035 + Penalty 2967.812241 = -797187.700794
  nChanged 38
		SP:Iteration 21Q (6430.220000 sec): 3 clusters
  Score: Raw -800164.341670 + Penalty 2967.812241 = -797196.529429
  nChanged 30
		SP:Iteration 22Q (6430.440000 sec): 3 clusters
  Score: Raw -800170.450947 + Penalty 2967.812241 = -797202.638706
  nChanged 22
		SP:Iteration 23Q (6430.610000 sec): 3 clusters
  Score: Raw -800176.113560 + Penalty 2967.812241 = -797208.301319
  nChanged 26
		SP:Iteration 24Q (6430.860000 sec): 3 clusters
  Score: Raw -800182.338867 + Penalty 2967.812241 = -797214.526626
  nChanged 15
		SP:Iteration 25Q (6431.060000 sec): 3 clusters
  Score: Raw -800185.174138 + Penalty 2967.812241 = -797217.361897
  nChanged 10
		SP:Iteration 26Q (6431.250000 sec): 3 clusters
  Score: Raw -800187.118823 + Penalty 2967.812241 = -797219.306583
  nChanged 9
		SP:Iteration 27Q (6431.440000 sec): 3 clusters
  Score: Raw -800189.115025 + Penalty 2967.812241 = -797221.302784
  nChanged 11
		SP:Iteration 28Q (6431.660000 sec): 3 clusters
  Score: Raw -800191.703732 + Penalty 2967.812241 = -797223.891492
  nChanged 7
		SP:Iteration 29Q (6431.790000 sec): 3 clusters
  Score: Raw -800193.305151 + Penalty 2967.812241 = -797225.492910
  nChanged 7
		SP:Iteration 30Q (6432.010000 sec): 3 clusters
  Score: Raw -800194.630686 + Penalty 2967.812241 = -797226.818446
  nChanged 7
		SP:Iteration 31Q (6432.260000 sec): 3 clusters
  Score: Raw -800196.002198 + Penalty 2967.812241 = -797228.189957
  nChanged 6
		SP:Iteration 32Q (6432.450000 sec): 3 clusters
  Score: Raw -800196.977552 + Penalty 2967.812241 = -797229.165312
  nChanged 5
		SP:Iteration 33Q (6432.590000 sec): 3 clusters
  Score: Raw -800197.982643 + Penalty 2967.812241 = -797230.170403
  nChanged 4
		SP:Iteration 34Q (6432.790000 sec): 3 clusters
  Score: Raw -800198.425808 + Penalty 2967.812241 = -797230.613567
  nChanged 1
		SP:Iteration 35Q (6432.970000 sec): 3 clusters
  Score: Raw -800198.459340 + Penalty 2967.812241 = -797230.647100
  nChanged 0
		SP:Iteration 36F (6433.110000 sec): 3 clusters
  Score: Raw -800198.459340 + Penalty 2967.812241 = -797230.647100
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (5424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6433.280000 sec): 2 clusters
  Score: Raw -444634.508379 + Penalty 1397.270685 = -443237.237695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6433.460000 sec): 3 clusters
  Score: Raw -441833.817978 + Penalty 2794.541370 = -439039.276609
  nChanged 2253
		SP:Iteration 1F (6433.590000 sec): 3 clusters
  Score: Raw -443349.426824 + Penalty 2794.541370 = -440554.885455
  nChanged 547
		SP:Iteration 2F (6433.790000 sec): 3 clusters
  Score: Raw -443956.941844 + Penalty 2794.541370 = -441162.400474
  nChanged 517
		SP:Iteration 3F (6433.940000 sec): 3 clusters
  Score: Raw -444548.236767 + Penalty 2794.541370 = -441753.695397
  nChanged 428
		SP:Iteration 4F (6434.110000 sec): 3 clusters
  Score: Raw -445032.335957 + Penalty 2794.541370 = -442237.794587
  nChanged 347
		SP:Iteration 5F (6434.250000 sec): 3 clusters
  Score: Raw -445350.328434 + Penalty 2794.541370 = -442555.787065
  nChanged 232
		SP:Iteration 6Q (6434.420000 sec): 3 clusters
  Score: Raw -445540.133665 + Penalty 2794.541370 = -442745.592295
  nChanged 163
		SP:Iteration 7Q (6434.590000 sec): 3 clusters
  Score: Raw -445655.760353 + Penalty 2794.541370 = -442861.218983
  nChanged 119
		SP:Iteration 8Q (6434.740000 sec): 3 clusters
  Score: Raw -445719.561670 + Penalty 2794.541370 = -442925.020301
  nChanged 84
		SP:Iteration 9Q (6434.920000 sec): 3 clusters
  Score: Raw -445759.966166 + Penalty 2794.541370 = -442965.424797
  nChanged 81
		SP:Iteration 10Q (6435.100000 sec): 3 clusters
  Score: Raw -445797.919484 + Penalty 2794.541370 = -443003.378114
  nChanged 75
		SP:Iteration 11Q (6435.270000 sec): 3 clusters
  Score: Raw -445829.844509 + Penalty 2794.541370 = -443035.303139
  nChanged 52
		SP:Iteration 12Q (6435.490000 sec): 3 clusters
  Score: Raw -445847.730239 + Penalty 2794.541370 = -443053.188869
  nChanged 35
		SP:Iteration 13Q (6435.690000 sec): 3 clusters
  Score: Raw -445860.076723 + Penalty 2794.541370 = -443065.535354
  nChanged 39
		SP:Iteration 14Q (6435.800000 sec): 3 clusters
  Score: Raw -445873.177061 + Penalty 2794.541370 = -443078.635692
  nChanged 35
		SP:Iteration 15Q (6435.960000 sec): 3 clusters
  Score: Raw -445886.177308 + Penalty 2794.541370 = -443091.635938
  nChanged 36
		SP:Iteration 16Q (6436.130000 sec): 3 clusters
  Score: Raw -445901.353597 + Penalty 2794.541370 = -443106.812227
  nChanged 42
		SP:Iteration 17Q (6436.310000 sec): 3 clusters
  Score: Raw -445919.372859 + Penalty 2794.541370 = -443124.831489
  nChanged 39
		SP:Iteration 18Q (6436.460000 sec): 3 clusters
  Score: Raw -445936.265203 + Penalty 2794.541370 = -443141.723833
  nChanged 46
		SP:Iteration 19Q (6436.590000 sec): 3 clusters
  Score: Raw -445956.772021 + Penalty 2794.541370 = -443162.230651
  nChanged 40
		SP:Iteration 20F (6436.870000 sec): 3 clusters
  Score: Raw -445969.051582 + Penalty 2794.541370 = -443174.510212
  nChanged 28
		SP:Iteration 21Q (6437.070000 sec): 3 clusters
  Score: Raw -445977.975397 + Penalty 2794.541370 = -443183.434027
  nChanged 27
		SP:Iteration 22Q (6437.270000 sec): 3 clusters
  Score: Raw -445985.988520 + Penalty 2794.541370 = -443191.447151
  nChanged 18
		SP:Iteration 23Q (6437.420000 sec): 3 clusters
  Score: Raw -445991.833567 + Penalty 2794.541370 = -443197.292197
  nChanged 18
		SP:Iteration 24Q (6437.600000 sec): 3 clusters
  Score: Raw -445997.502168 + Penalty 2794.541370 = -443202.960798
  nChanged 12
		SP:Iteration 25Q (6437.760000 sec): 3 clusters
  Score: Raw -446000.907095 + Penalty 2794.541370 = -443206.365726
  nChanged 14
		SP:Iteration 26Q (6437.930000 sec): 3 clusters
  Score: Raw -446005.593753 + Penalty 2794.541370 = -443211.052383
  nChanged 19
		SP:Iteration 27Q (6438.110000 sec): 3 clusters
  Score: Raw -446011.514691 + Penalty 2794.541370 = -443216.973322
  nChanged 13
		SP:Iteration 28Q (6438.280000 sec): 3 clusters
  Score: Raw -446014.752465 + Penalty 2794.541370 = -443220.211095
  nChanged 17
		SP:Iteration 29Q (6438.490000 sec): 3 clusters
  Score: Raw -446021.745164 + Penalty 2794.541370 = -443227.203794
  nChanged 22
		SP:Iteration 30Q (6438.640000 sec): 3 clusters
  Score: Raw -446027.595095 + Penalty 2794.541370 = -443233.053725
  nChanged 12
		SP:Iteration 31Q (6438.800000 sec): 3 clusters
  Score: Raw -446031.448567 + Penalty 2794.541370 = -443236.907198
  nChanged 18
		SP:Iteration 32Q (6438.940000 sec): 3 clusters
  Score: Raw -446037.916365 + Penalty 2794.541370 = -443243.374995
  nChanged 23
		SP:Iteration 33Q (6439.070000 sec): 3 clusters
  Score: Raw -446046.131924 + Penalty 2794.541370 = -443251.590555
  nChanged 21
		SP:Iteration 34Q (6439.220000 sec): 3 clusters
  Score: Raw -446054.372874 + Penalty 2794.541370 = -443259.831504
  nChanged 25
		SP:Iteration 35Q (6439.400000 sec): 3 clusters
  Score: Raw -446068.561474 + Penalty 2794.541370 = -443274.020105
  nChanged 28
		SP:Iteration 36Q (6439.560000 sec): 3 clusters
  Score: Raw -446085.144020 + Penalty 2794.541370 = -443290.602651
  nChanged 33
		SP:Iteration 37Q (6439.720000 sec): 3 clusters
  Score: Raw -446110.130913 + Penalty 2794.541370 = -443315.589544
  nChanged 38
		SP:Iteration 38Q (6439.880000 sec): 3 clusters
  Score: Raw -446134.663881 + Penalty 2794.541370 = -443340.122511
  nChanged 33
		SP:Iteration 39Q (6440.060000 sec): 3 clusters
  Score: Raw -446157.682250 + Penalty 2794.541370 = -443363.140881
  nChanged 38
		SP:Iteration 40F (6440.260000 sec): 3 clusters
  Score: Raw -446186.447739 + Penalty 2794.541370 = -443391.906370
  nChanged 38
		SP:Iteration 41Q (6440.400000 sec): 3 clusters
  Score: Raw -446209.037270 + Penalty 2794.541370 = -443414.495900
  nChanged 40
		SP:Iteration 42Q (6440.560000 sec): 3 clusters
  Score: Raw -446223.918615 + Penalty 2794.541370 = -443429.377245
  nChanged 30
		SP:Iteration 43Q (6440.740000 sec): 3 clusters
  Score: Raw -446231.160376 + Penalty 2794.541370 = -443436.619006
  nChanged 17
		SP:Iteration 44Q (6440.960000 sec): 3 clusters
  Score: Raw -446235.702148 + Penalty 2794.541370 = -443441.160779
  nChanged 19
		SP:Iteration 45Q (6441.170000 sec): 3 clusters
  Score: Raw -446240.884935 + Penalty 2794.541370 = -443446.343566
  nChanged 23
		SP:Iteration 46Q (6441.360000 sec): 3 clusters
  Score: Raw -446246.344122 + Penalty 2794.541370 = -443451.802752
  nChanged 18
		SP:Iteration 47Q (6441.480000 sec): 3 clusters
  Score: Raw -446251.210201 + Penalty 2794.541370 = -443456.668831
  nChanged 21
		SP:Iteration 48Q (6441.660000 sec): 3 clusters
  Score: Raw -446256.719367 + Penalty 2794.541370 = -443462.177997
  nChanged 18
		SP:Iteration 49Q (6441.830000 sec): 3 clusters
  Score: Raw -446260.956239 + Penalty 2794.541370 = -443466.414869
  nChanged 20
		SP:Iteration 50Q (6441.990000 sec): 3 clusters
  Score: Raw -446267.444343 + Penalty 2794.541370 = -443472.902974
  nChanged 28
		SP:Iteration 51Q (6442.140000 sec): 3 clusters
  Score: Raw -446275.652097 + Penalty 2794.541370 = -443481.110727
  nChanged 33
		SP:Iteration 52Q (6442.360000 sec): 3 clusters
  Score: Raw -446283.186225 + Penalty 2794.541370 = -443488.644856
  nChanged 24
		SP:Iteration 53Q (6442.580000 sec): 3 clusters
  Score: Raw -446289.057669 + Penalty 2794.541370 = -443494.516299
  nChanged 33
		SP:Iteration 54Q (6442.740000 sec): 3 clusters
  Score: Raw -446300.792523 + Penalty 2794.541370 = -443506.251153
  nChanged 49
		SP:Iteration 55Q (6442.850000 sec): 3 clusters
  Score: Raw -446318.967069 + Penalty 2794.541370 = -443524.425699
  nChanged 58
		SP:Iteration 56Q (6443.080000 sec): 3 clusters
  Score: Raw -446344.940082 + Penalty 2794.541370 = -443550.398713
  nChanged 83
		SP:Iteration 57Q (6443.220000 sec): 3 clusters
  Score: Raw -446390.999526 + Penalty 2794.541370 = -443596.458156
  nChanged 116
		SP:Iteration 58Q (6443.420000 sec): 3 clusters
  Score: Raw -446459.146284 + Penalty 2794.541370 = -443664.604914
  nChanged 115
		SP:Iteration 59Q (6443.550000 sec): 3 clusters
  Score: Raw -446536.002721 + Penalty 2794.541370 = -443741.461351
  nChanged 138
		SP:Iteration 60F (6443.700000 sec): 3 clusters
  Score: Raw -446625.981824 + Penalty 2794.541370 = -443831.440454
  nChanged 126
		SP:Iteration 61Q (6443.860000 sec): 3 clusters
  Score: Raw -446689.049276 + Penalty 2794.541370 = -443894.507906
  nChanged 87
		SP:Iteration 62Q (6444.000000 sec): 3 clusters
  Score: Raw -446731.807026 + Penalty 2794.541370 = -443937.265656
  nChanged 76
		SP:Iteration 63Q (6444.190000 sec): 3 clusters
  Score: Raw -446772.622630 + Penalty 2794.541370 = -443978.081260
  nChanged 68
		SP:Iteration 64Q (6444.340000 sec): 3 clusters
  Score: Raw -446800.720192 + Penalty 2794.541370 = -444006.178823
  nChanged 44
		SP:Iteration 65Q (6444.530000 sec): 3 clusters
  Score: Raw -446815.908172 + Penalty 2794.541370 = -444021.366803
  nChanged 40
		SP:Iteration 66Q (6444.660000 sec): 3 clusters
  Score: Raw -446828.047057 + Penalty 2794.541370 = -444033.505687
  nChanged 32
		SP:Iteration 67Q (6444.830000 sec): 3 clusters
  Score: Raw -446835.038978 + Penalty 2794.541370 = -444040.497608
  nChanged 14
		SP:Iteration 68Q (6444.950000 sec): 3 clusters
  Score: Raw -446840.565059 + Penalty 2794.541370 = -444046.023689
  nChanged 11
		SP:Iteration 69Q (6445.120000 sec): 3 clusters
  Score: Raw -446842.829143 + Penalty 2794.541370 = -444048.287773
  nChanged 8
		SP:Iteration 70Q (6445.300000 sec): 3 clusters
  Score: Raw -446844.500704 + Penalty 2794.541370 = -444049.959334
  nChanged 4
		SP:Iteration 71Q (6445.470000 sec): 3 clusters
  Score: Raw -446844.979551 + Penalty 2794.541370 = -444050.438182
  nChanged 2
		SP:Iteration 72Q (6445.640000 sec): 3 clusters
  Score: Raw -446845.170628 + Penalty 2794.541370 = -444050.629259
  nChanged 1
		SP:Iteration 73Q (6445.820000 sec): 3 clusters
  Score: Raw -446845.352639 + Penalty 2794.541370 = -444050.811269
  nChanged 1
		SP:Iteration 74Q (6446.000000 sec): 3 clusters
  Score: Raw -446845.478010 + Penalty 2794.541370 = -444050.936641
  nChanged 0
		SP:Iteration 75F (6446.180000 sec): 3 clusters
  Score: Raw -446845.478010 + Penalty 2794.541370 = -444050.936641
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (4942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6446.320000 sec): 2 clusters
  Score: Raw -390184.231585 + Penalty 1382.147875 = -388802.083709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6446.460000 sec): 3 clusters
  Score: Raw -387699.768715 + Penalty 2764.295751 = -384935.472965
  nChanged 2007
		SP:Iteration 1F (6446.590000 sec): 3 clusters
  Score: Raw -389286.489539 + Penalty 2764.295751 = -386522.193788
  nChanged 574
		SP:Iteration 2F (6446.730000 sec): 3 clusters
  Score: Raw -389960.865982 + Penalty 2764.295751 = -387196.570232
  nChanged 425
		SP:Iteration 3F (6446.920000 sec): 3 clusters
  Score: Raw -390395.578403 + Penalty 2764.295751 = -387631.282652
  nChanged 291
		SP:Iteration 4F (6447.100000 sec): 3 clusters
  Score: Raw -390694.107999 + Penalty 2764.295751 = -387929.812248
  nChanged 245
		SP:Iteration 5Q (6447.300000 sec): 3 clusters
  Score: Raw -390965.311582 + Penalty 2764.295751 = -388201.015832
  nChanged 226
		SP:Iteration 6Q (6447.470000 sec): 3 clusters
  Score: Raw -391195.233114 + Penalty 2764.295751 = -388430.937364
  nChanged 186
		SP:Iteration 7Q (6447.720000 sec): 3 clusters
  Score: Raw -391355.641514 + Penalty 2764.295751 = -388591.345764
  nChanged 148
		SP:Iteration 8Q (6447.900000 sec): 3 clusters
  Score: Raw -391453.286975 + Penalty 2764.295751 = -388688.991225
  nChanged 99
		SP:Iteration 9Q (6448.080000 sec): 3 clusters
  Score: Raw -391511.235313 + Penalty 2764.295751 = -388746.939563
  nChanged 73
		SP:Iteration 10Q (6448.230000 sec): 3 clusters
  Score: Raw -391545.456510 + Penalty 2764.295751 = -388781.160759
  nChanged 48
		SP:Iteration 11Q (6448.430000 sec): 3 clusters
  Score: Raw -391561.915224 + Penalty 2764.295751 = -388797.619473
  nChanged 34
		SP:Iteration 12Q (6448.600000 sec): 3 clusters
  Score: Raw -391571.535856 + Penalty 2764.295751 = -388807.240105
  nChanged 24
		SP:Iteration 13Q (6448.780000 sec): 3 clusters
  Score: Raw -391577.620258 + Penalty 2764.295751 = -388813.324508
  nChanged 26
		SP:Iteration 14Q (6448.950000 sec): 3 clusters
  Score: Raw -391585.123812 + Penalty 2764.295751 = -388820.828062
  nChanged 16
		SP:Iteration 15Q (6449.100000 sec): 3 clusters
  Score: Raw -391588.307162 + Penalty 2764.295751 = -388824.011411
  nChanged 11
		SP:Iteration 16Q (6449.280000 sec): 3 clusters
  Score: Raw -391591.892791 + Penalty 2764.295751 = -388827.597040
  nChanged 8
		SP:Iteration 17Q (6449.470000 sec): 3 clusters
  Score: Raw -391593.600028 + Penalty 2764.295751 = -388829.304277
  nChanged 6
		SP:Iteration 18Q (6449.690000 sec): 3 clusters
  Score: Raw -391595.554059 + Penalty 2764.295751 = -388831.258308
  nChanged 3
		SP:Iteration 19Q (6449.820000 sec): 3 clusters
  Score: Raw -391596.295913 + Penalty 2764.295751 = -388832.000162
  nChanged 2
		SP:Iteration 20F (6449.990000 sec): 3 clusters
  Score: Raw -391596.444446 + Penalty 2764.295751 = -388832.148695
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (11907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6450.160000 sec): 2 clusters
  Score: Raw -1059641.242263 + Penalty 1525.043283 = -1058116.198980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6450.360000 sec): 3 clusters
  Score: Raw -1052780.687767 + Penalty 3050.086566 = -1049730.601201
  nChanged 5249
		SP:Iteration 1F (6450.620000 sec): 3 clusters
  Score: Raw -1056189.866874 + Penalty 3050.086566 = -1053139.780308
  nChanged 1077
		SP:Iteration 2F (6450.790000 sec): 3 clusters
  Score: Raw -1057000.816864 + Penalty 3050.086566 = -1053950.730298
  nChanged 928
		SP:Iteration 3F (6451.040000 sec): 3 clusters
  Score: Raw -1057651.218144 + Penalty 3050.086566 = -1054601.131578
  nChanged 775
		SP:Iteration 4F (6451.250000 sec): 3 clusters
  Score: Raw -1058136.950873 + Penalty 3050.086566 = -1055086.864307
  nChanged 617
		SP:Iteration 5F (6451.480000 sec): 3 clusters
  Score: Raw -1058481.901299 + Penalty 3050.086566 = -1055431.814733
  nChanged 534
		SP:Iteration 6Q (6451.700000 sec): 3 clusters
  Score: Raw -1058759.684843 + Penalty 3050.086566 = -1055709.598277
  nChanged 448
		SP:Iteration 7Q (6451.920000 sec): 3 clusters
  Score: Raw -1058969.316535 + Penalty 3050.086566 = -1055919.229970
  nChanged 374
		SP:Iteration 8Q (6452.190000 sec): 3 clusters
  Score: Raw -1059105.824307 + Penalty 3050.086566 = -1056055.737741
  nChanged 295
		SP:Iteration 9Q (6452.400000 sec): 3 clusters
  Score: Raw -1059209.859282 + Penalty 3050.086566 = -1056159.772716
  nChanged 239
		SP:Iteration 10Q (6452.640000 sec): 3 clusters
  Score: Raw -1059298.123833 + Penalty 3050.086566 = -1056248.037267
  nChanged 223
		SP:Iteration 11Q (6452.840000 sec): 3 clusters
  Score: Raw -1059375.677792 + Penalty 3050.086566 = -1056325.591226
  nChanged 218
		SP:Iteration 12Q (6453.090000 sec): 3 clusters
  Score: Raw -1059446.614159 + Penalty 3050.086566 = -1056396.527593
  nChanged 211
		SP:Iteration 13Q (6453.290000 sec): 3 clusters
  Score: Raw -1059516.998136 + Penalty 3050.086566 = -1056466.911570
  nChanged 179
		SP:Iteration 14Q (6453.510000 sec): 3 clusters
  Score: Raw -1059565.472246 + Penalty 3050.086566 = -1056515.385680
  nChanged 153
		SP:Iteration 15Q (6453.720000 sec): 3 clusters
  Score: Raw -1059601.538792 + Penalty 3050.086566 = -1056551.452226
  nChanged 124
		SP:Iteration 16Q (6453.920000 sec): 3 clusters
  Score: Raw -1059623.959349 + Penalty 3050.086566 = -1056573.872783
  nChanged 89
		SP:Iteration 17Q (6454.210000 sec): 3 clusters
  Score: Raw -1059639.009760 + Penalty 3050.086566 = -1056588.923194
  nChanged 72
		SP:Iteration 18Q (6454.450000 sec): 3 clusters
  Score: Raw -1059650.237974 + Penalty 3050.086566 = -1056600.151408
  nChanged 63
		SP:Iteration 19Q (6454.650000 sec): 3 clusters
  Score: Raw -1059659.383339 + Penalty 3050.086566 = -1056609.296773
  nChanged 58
		SP:Iteration 20F (6454.910000 sec): 3 clusters
  Score: Raw -1059667.702537 + Penalty 3050.086566 = -1056617.615971
  nChanged 56
		SP:Iteration 21Q (6455.110000 sec): 3 clusters
  Score: Raw -1059675.123475 + Penalty 3050.086566 = -1056625.036909
  nChanged 47
		SP:Iteration 22Q (6455.350000 sec): 3 clusters
  Score: Raw -1059680.288972 + Penalty 3050.086566 = -1056630.202406
  nChanged 35
		SP:Iteration 23Q (6455.590000 sec): 3 clusters
  Score: Raw -1059685.156749 + Penalty 3050.086566 = -1056635.070183
  nChanged 39
		SP:Iteration 24Q (6455.820000 sec): 3 clusters
  Score: Raw -1059690.131171 + Penalty 3050.086566 = -1056640.044605
  nChanged 31
		SP:Iteration 25Q (6456.030000 sec): 3 clusters
  Score: Raw -1059692.684615 + Penalty 3050.086566 = -1056642.598049
  nChanged 25
		SP:Iteration 26Q (6456.270000 sec): 3 clusters
  Score: Raw -1059695.238363 + Penalty 3050.086566 = -1056645.151797
  nChanged 20
		SP:Iteration 27Q (6456.500000 sec): 3 clusters
  Score: Raw -1059696.998126 + Penalty 3050.086566 = -1056646.911560
  nChanged 25
		SP:Iteration 28Q (6456.690000 sec): 3 clusters
  Score: Raw -1059699.855935 + Penalty 3050.086566 = -1056649.769369
  nChanged 19
		SP:Iteration 29Q (6456.910000 sec): 3 clusters
  Score: Raw -1059702.140718 + Penalty 3050.086566 = -1056652.054152
  nChanged 19
		SP:Iteration 30Q (6457.110000 sec): 3 clusters
  Score: Raw -1059704.267442 + Penalty 3050.086566 = -1056654.180876
  nChanged 19
		SP:Iteration 31Q (6457.380000 sec): 3 clusters
  Score: Raw -1059706.738514 + Penalty 3050.086566 = -1056656.651948
  nChanged 22
		SP:Iteration 32Q (6457.590000 sec): 3 clusters
  Score: Raw -1059708.953405 + Penalty 3050.086566 = -1056658.866839
  nChanged 20
		SP:Iteration 33Q (6457.810000 sec): 3 clusters
  Score: Raw -1059711.174757 + Penalty 3050.086566 = -1056661.088191
  nChanged 21
		SP:Iteration 34Q (6458.080000 sec): 3 clusters
  Score: Raw -1059713.314847 + Penalty 3050.086566 = -1056663.228281
  nChanged 16
		SP:Iteration 35Q (6458.330000 sec): 3 clusters
  Score: Raw -1059715.791492 + Penalty 3050.086566 = -1056665.704926
  nChanged 30
		SP:Iteration 36Q (6458.620000 sec): 3 clusters
  Score: Raw -1059719.730440 + Penalty 3050.086566 = -1056669.643874
  nChanged 29
		SP:Iteration 37Q (6458.860000 sec): 3 clusters
  Score: Raw -1059723.921296 + Penalty 3050.086566 = -1056673.834730
  nChanged 35
		SP:Iteration 38Q (6459.100000 sec): 3 clusters
  Score: Raw -1059729.045184 + Penalty 3050.086566 = -1056678.958618
  nChanged 29
		SP:Iteration 39Q (6459.300000 sec): 3 clusters
  Score: Raw -1059732.678219 + Penalty 3050.086566 = -1056682.591653
  nChanged 28
		SP:Iteration 40F (6459.560000 sec): 3 clusters
  Score: Raw -1059736.700707 + Penalty 3050.086566 = -1056686.614141
  nChanged 26
		SP:Iteration 41Q (6459.860000 sec): 3 clusters
  Score: Raw -1059741.039171 + Penalty 3050.086566 = -1056690.952606
  nChanged 26
		SP:Iteration 42Q (6460.070000 sec): 3 clusters
  Score: Raw -1059745.806122 + Penalty 3050.086566 = -1056695.719556
  nChanged 44
		SP:Iteration 43Q (6460.270000 sec): 3 clusters
  Score: Raw -1059753.623756 + Penalty 3050.086566 = -1056703.537190
  nChanged 40
		SP:Iteration 44Q (6460.500000 sec): 3 clusters
  Score: Raw -1059762.534256 + Penalty 3050.086566 = -1056712.447690
  nChanged 48
		SP:Iteration 45Q (6460.670000 sec): 3 clusters
  Score: Raw -1059775.711335 + Penalty 3050.086566 = -1056725.624769
  nChanged 67
		SP:Iteration 46Q (6460.920000 sec): 3 clusters
  Score: Raw -1059802.424579 + Penalty 3050.086566 = -1056752.338013
  nChanged 70
		SP:Iteration 47Q (6461.150000 sec): 3 clusters
  Score: Raw -1059830.230472 + Penalty 3050.086566 = -1056780.143906
  nChanged 87
		SP:Iteration 48Q (6461.410000 sec): 3 clusters
  Score: Raw -1059859.215968 + Penalty 3050.086566 = -1056809.129402
  nChanged 83
		SP:Iteration 49Q (6461.680000 sec): 3 clusters
  Score: Raw -1059885.270984 + Penalty 3050.086566 = -1056835.184418
  nChanged 90
		SP:Iteration 50Q (6461.960000 sec): 3 clusters
  Score: Raw -1059910.640735 + Penalty 3050.086566 = -1056860.554169
  nChanged 81
		SP:Iteration 51Q (6462.170000 sec): 3 clusters
  Score: Raw -1059926.412731 + Penalty 3050.086566 = -1056876.326165
  nChanged 69
		SP:Iteration 52Q (6462.400000 sec): 3 clusters
  Score: Raw -1059939.540236 + Penalty 3050.086566 = -1056889.453670
  nChanged 60
		SP:Iteration 53Q (6462.620000 sec): 3 clusters
  Score: Raw -1059950.663592 + Penalty 3050.086566 = -1056900.577026
  nChanged 55
		SP:Iteration 54Q (6462.840000 sec): 3 clusters
  Score: Raw -1059959.433497 + Penalty 3050.086566 = -1056909.346931
  nChanged 47
		SP:Iteration 55Q (6463.060000 sec): 3 clusters
  Score: Raw -1059965.803765 + Penalty 3050.086566 = -1056915.717199
  nChanged 37
		SP:Iteration 56Q (6463.280000 sec): 3 clusters
  Score: Raw -1059970.025456 + Penalty 3050.086566 = -1056919.938890
  nChanged 30
		SP:Iteration 57Q (6463.490000 sec): 3 clusters
  Score: Raw -1059973.231832 + Penalty 3050.086566 = -1056923.145266
  nChanged 20
		SP:Iteration 58Q (6463.680000 sec): 3 clusters
  Score: Raw -1059975.471405 + Penalty 3050.086566 = -1056925.384839
  nChanged 15
		SP:Iteration 59Q (6463.910000 sec): 3 clusters
  Score: Raw -1059976.947983 + Penalty 3050.086566 = -1056926.861417
  nChanged 15
		SP:Iteration 60F (6464.150000 sec): 3 clusters
  Score: Raw -1059978.567099 + Penalty 3050.086566 = -1056928.480533
  nChanged 22
		SP:Iteration 61Q (6464.400000 sec): 3 clusters
  Score: Raw -1059981.004467 + Penalty 3050.086566 = -1056930.917901
  nChanged 23
		SP:Iteration 62Q (6464.610000 sec): 3 clusters
  Score: Raw -1059983.592459 + Penalty 3050.086566 = -1056933.505893
  nChanged 14
		SP:Iteration 63Q (6464.830000 sec): 3 clusters
  Score: Raw -1059985.179247 + Penalty 3050.086566 = -1056935.092681
  nChanged 19
		SP:Iteration 64Q (6465.060000 sec): 3 clusters
  Score: Raw -1059987.426537 + Penalty 3050.086566 = -1056937.339971
  nChanged 16
		SP:Iteration 65Q (6465.290000 sec): 3 clusters
  Score: Raw -1059988.726575 + Penalty 3050.086566 = -1056938.640009
  nChanged 10
		SP:Iteration 66Q (6465.550000 sec): 3 clusters
  Score: Raw -1059989.758260 + Penalty 3050.086566 = -1056939.671694
  nChanged 8
		SP:Iteration 67Q (6465.770000 sec): 3 clusters
  Score: Raw -1059990.551445 + Penalty 3050.086566 = -1056940.464879
  nChanged 8
		SP:Iteration 68Q (6466.020000 sec): 3 clusters
  Score: Raw -1059991.188464 + Penalty 3050.086566 = -1056941.101898
  nChanged 7
		SP:Iteration 69Q (6466.230000 sec): 3 clusters
  Score: Raw -1059991.846318 + Penalty 3050.086566 = -1056941.759752
  nChanged 6
		SP:Iteration 70Q (6466.490000 sec): 3 clusters
  Score: Raw -1059992.554980 + Penalty 3050.086566 = -1056942.468414
  nChanged 5
		SP:Iteration 71Q (6466.750000 sec): 3 clusters
  Score: Raw -1059992.908121 + Penalty 3050.086566 = -1056942.821555
  nChanged 3
		SP:Iteration 72Q (6467.010000 sec): 3 clusters
  Score: Raw -1059993.014816 + Penalty 3050.086566 = -1056942.928250
  nChanged 3
		SP:Iteration 73Q (6467.250000 sec): 3 clusters
  Score: Raw -1059993.238095 + Penalty 3050.086566 = -1056943.151529
  nChanged 7
		SP:Iteration 74Q (6467.500000 sec): 3 clusters
  Score: Raw -1059993.720354 + Penalty 3050.086566 = -1056943.633788
  nChanged 3
		SP:Iteration 75Q (6467.750000 sec): 3 clusters
  Score: Raw -1059994.001635 + Penalty 3050.086566 = -1056943.915069
  nChanged 5
		SP:Iteration 76Q (6468.020000 sec): 3 clusters
  Score: Raw -1059994.338804 + Penalty 3050.086566 = -1056944.252238
  nChanged 6
		SP:Iteration 77Q (6468.290000 sec): 3 clusters
  Score: Raw -1059994.767441 + Penalty 3050.086566 = -1056944.680875
  nChanged 6
		SP:Iteration 78Q (6468.550000 sec): 3 clusters
  Score: Raw -1059995.654889 + Penalty 3050.086566 = -1056945.568323
  nChanged 5
		SP:Iteration 79Q (6468.850000 sec): 3 clusters
  Score: Raw -1059995.949730 + Penalty 3050.086566 = -1056945.863164
  nChanged 4
		SP:Iteration 80F (6469.130000 sec): 3 clusters
  Score: Raw -1059996.212396 + Penalty 3050.086566 = -1056946.125830
  nChanged 4
		SP:Iteration 81Q (6469.360000 sec): 3 clusters
  Score: Raw -1059996.568297 + Penalty 3050.086566 = -1056946.481731
  nChanged 5
		SP:Iteration 82Q (6469.600000 sec): 3 clusters
  Score: Raw -1059997.383419 + Penalty 3050.086566 = -1056947.296853
  nChanged 14
		SP:Iteration 83Q (6469.850000 sec): 3 clusters
  Score: Raw -1059998.958300 + Penalty 3050.086566 = -1056948.871734
  nChanged 7
		SP:Iteration 84Q (6470.050000 sec): 3 clusters
  Score: Raw -1059999.482352 + Penalty 3050.086566 = -1056949.395786
  nChanged 7
		SP:Iteration 85Q (6470.300000 sec): 3 clusters
  Score: Raw -1060000.150246 + Penalty 3050.086566 = -1056950.063681
  nChanged 11
		SP:Iteration 86Q (6470.500000 sec): 3 clusters
  Score: Raw -1060001.059337 + Penalty 3050.086566 = -1056950.972771
  nChanged 8
		SP:Iteration 87Q (6470.660000 sec): 3 clusters
  Score: Raw -1060001.942516 + Penalty 3050.086566 = -1056951.855950
  nChanged 9
		SP:Iteration 88Q (6470.900000 sec): 3 clusters
  Score: Raw -1060002.536486 + Penalty 3050.086566 = -1056952.449920
  nChanged 10
		SP:Iteration 89Q (6471.110000 sec): 3 clusters
  Score: Raw -1060003.477352 + Penalty 3050.086566 = -1056953.390786
  nChanged 9
		SP:Iteration 90Q (6471.360000 sec): 3 clusters
  Score: Raw -1060004.268164 + Penalty 3050.086566 = -1056954.181598
  nChanged 6
		SP:Iteration 91Q (6471.600000 sec): 3 clusters
  Score: Raw -1060004.775145 + Penalty 3050.086566 = -1056954.688579
  nChanged 3
		SP:Iteration 92Q (6471.780000 sec): 3 clusters
  Score: Raw -1060005.229944 + Penalty 3050.086566 = -1056955.143378
  nChanged 3
		SP:Iteration 93Q (6472.050000 sec): 3 clusters
  Score: Raw -1060005.448044 + Penalty 3050.086566 = -1056955.361478
  nChanged 3
		SP:Iteration 94Q (6472.270000 sec): 3 clusters
  Score: Raw -1060005.685678 + Penalty 3050.086566 = -1056955.599112
  nChanged 3
		SP:Iteration 95Q (6472.540000 sec): 3 clusters
  Score: Raw -1060005.937346 + Penalty 3050.086566 = -1056955.850780
  nChanged 6
		SP:Iteration 96Q (6472.760000 sec): 3 clusters
  Score: Raw -1060006.497141 + Penalty 3050.086566 = -1056956.410575
  nChanged 12
		SP:Iteration 97Q (6473.060000 sec): 3 clusters
  Score: Raw -1060007.275118 + Penalty 3050.086566 = -1056957.188552
  nChanged 5
		SP:Iteration 98Q (6473.220000 sec): 3 clusters
  Score: Raw -1060007.514276 + Penalty 3050.086566 = -1056957.427710
  nChanged 1
		SP:Iteration 99Q (6473.450000 sec): 3 clusters
  Score: Raw -1060007.612977 + Penalty 3050.086566 = -1056957.526411
  nChanged 3
		SP:Iteration 100F (6473.650000 sec): 3 clusters
  Score: Raw -1060007.803420 + Penalty 3050.086566 = -1056957.716854
  nChanged 2
		SP:Iteration 101Q (6473.920000 sec): 3 clusters
  Score: Raw -1060008.032191 + Penalty 3050.086566 = -1056957.945625
  nChanged 2
		SP:Iteration 102Q (6474.110000 sec): 3 clusters
  Score: Raw -1060008.162123 + Penalty 3050.086566 = -1056958.075557
  nChanged 3
		SP:Iteration 103Q (6474.360000 sec): 3 clusters
  Score: Raw -1060008.338875 + Penalty 3050.086566 = -1056958.252309
  nChanged 1
		SP:Iteration 104Q (6474.570000 sec): 3 clusters
  Score: Raw -1060008.433561 + Penalty 3050.086566 = -1056958.346995
  nChanged 1
		SP:Iteration 105Q (6474.730000 sec): 3 clusters
  Score: Raw -1060008.514411 + Penalty 3050.086566 = -1056958.427845
  nChanged 0
		SP:Iteration 106F (6474.900000 sec): 3 clusters
  Score: Raw -1060008.514411 + Penalty 3050.086566 = -1056958.427845
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (2914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6474.980000 sec): 2 clusters
  Score: Raw -285251.072905 + Penalty 1296.308323 = -283954.764582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6475.140000 sec): 3 clusters
  Score: Raw -283836.855972 + Penalty 2592.616646 = -281244.239326
  nChanged 1103
		SP:Iteration 1F (6475.310000 sec): 3 clusters
  Score: Raw -284477.308672 + Penalty 2592.616646 = -281884.692026
  nChanged 237
		SP:Iteration 2F (6475.460000 sec): 3 clusters
  Score: Raw -284650.120165 + Penalty 2592.616646 = -282057.503519
  nChanged 154
		SP:Iteration 3F (6475.620000 sec): 3 clusters
  Score: Raw -284765.642082 + Penalty 2592.616646 = -282173.025436
  nChanged 130
		SP:Iteration 4Q (6475.790000 sec): 3 clusters
  Score: Raw -284861.991056 + Penalty 2592.616646 = -282269.374410
  nChanged 112
		SP:Iteration 5Q (6475.950000 sec): 3 clusters
  Score: Raw -284972.291670 + Penalty 2592.616646 = -282379.675025
  nChanged 129
		SP:Iteration 6Q (6476.110000 sec): 3 clusters
  Score: Raw -285125.022115 + Penalty 2592.616646 = -282532.405469
  nChanged 149
		SP:Iteration 7F (6476.280000 sec): 3 clusters
  Score: Raw -285319.348793 + Penalty 2592.616646 = -282726.732147
  nChanged 162
		SP:Iteration 8F (6476.440000 sec): 3 clusters
  Score: Raw -285493.109066 + Penalty 2592.616646 = -282900.492420
  nChanged 133
		SP:Iteration 9Q (6476.600000 sec): 3 clusters
  Score: Raw -285619.630814 + Penalty 2592.616646 = -283027.014168
  nChanged 106
		SP:Iteration 10Q (6476.770000 sec): 3 clusters
  Score: Raw -285707.338729 + Penalty 2592.616646 = -283114.722083
  nChanged 80
		SP:Iteration 11Q (6476.930000 sec): 3 clusters
  Score: Raw -285761.026156 + Penalty 2592.616646 = -283168.409511
  nChanged 60
		SP:Iteration 12Q (6477.090000 sec): 3 clusters
  Score: Raw -285792.968454 + Penalty 2592.616646 = -283200.351808
  nChanged 36
		SP:Iteration 13Q (6477.260000 sec): 3 clusters
  Score: Raw -285808.115080 + Penalty 2592.616646 = -283215.498434
  nChanged 22
		SP:Iteration 14Q (6477.410000 sec): 3 clusters
  Score: Raw -285817.041941 + Penalty 2592.616646 = -283224.425296
  nChanged 17
		SP:Iteration 15Q (6477.560000 sec): 3 clusters
  Score: Raw -285823.319744 + Penalty 2592.616646 = -283230.703098
  nChanged 13
		SP:Iteration 16Q (6477.710000 sec): 3 clusters
  Score: Raw -285828.241450 + Penalty 2592.616646 = -283235.624804
  nChanged 15
		SP:Iteration 17Q (6477.870000 sec): 3 clusters
  Score: Raw -285832.639603 + Penalty 2592.616646 = -283240.022957
  nChanged 5
		SP:Iteration 18Q (6478.090000 sec): 3 clusters
  Score: Raw -285834.129069 + Penalty 2592.616646 = -283241.512423
  nChanged 5
		SP:Iteration 19Q (6478.250000 sec): 3 clusters
  Score: Raw -285836.067291 + Penalty 2592.616646 = -283243.450646
  nChanged 6
		SP:Iteration 20F (6478.410000 sec): 3 clusters
  Score: Raw -285837.977790 + Penalty 2592.616646 = -283245.361144
  nChanged 5
		SP:Iteration 21Q (6478.580000 sec): 3 clusters
  Score: Raw -285839.411927 + Penalty 2592.616646 = -283246.795282
  nChanged 4
		SP:Iteration 22Q (6478.700000 sec): 3 clusters
  Score: Raw -285840.450140 + Penalty 2592.616646 = -283247.833494
  nChanged 2
		SP:Iteration 23Q (6478.840000 sec): 3 clusters
  Score: Raw -285840.996515 + Penalty 2592.616646 = -283248.379870
  nChanged 2
		SP:Iteration 24Q (6478.930000 sec): 3 clusters
  Score: Raw -285841.714155 + Penalty 2592.616646 = -283249.097509
  nChanged 2
		SP:Iteration 25Q (6479.080000 sec): 3 clusters
  Score: Raw -285842.408386 + Penalty 2592.616646 = -283249.791741
  nChanged 0
		SP:Iteration 26F (6479.220000 sec): 3 clusters
  Score: Raw -285842.408386 + Penalty 2592.616646 = -283249.791741
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (9763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6479.330000 sec): 2 clusters
  Score: Raw -933968.749077 + Penalty 1492.782689 = -932475.966388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6479.560000 sec): 3 clusters
  Score: Raw -928453.157428 + Penalty 2985.565378 = -925467.592050
  nChanged 4234
		SP:Iteration 1F (6479.790000 sec): 3 clusters
  Score: Raw -930773.835958 + Penalty 2985.565378 = -927788.270580
  nChanged 699
		SP:Iteration 2F (6480.020000 sec): 3 clusters
  Score: Raw -931158.208365 + Penalty 2985.565378 = -928172.642987
  nChanged 644
		SP:Iteration 3F (6480.250000 sec): 3 clusters
  Score: Raw -931511.798920 + Penalty 2985.565378 = -928526.233542
  nChanged 609
		SP:Iteration 4F (6480.480000 sec): 3 clusters
  Score: Raw -931875.245104 + Penalty 2985.565378 = -928889.679726
  nChanged 552
		SP:Iteration 5F (6480.670000 sec): 3 clusters
  Score: Raw -932193.271190 + Penalty 2985.565378 = -929207.705812
  nChanged 487
		SP:Iteration 6Q (6480.890000 sec): 3 clusters
  Score: Raw -932448.966344 + Penalty 2985.565378 = -929463.400966
  nChanged 377
		SP:Iteration 7Q (6481.040000 sec): 3 clusters
  Score: Raw -932633.101773 + Penalty 2985.565378 = -929647.536395
  nChanged 340
		SP:Iteration 8Q (6481.240000 sec): 3 clusters
  Score: Raw -932797.897501 + Penalty 2985.565378 = -929812.332123
  nChanged 290
		SP:Iteration 9Q (6481.440000 sec): 3 clusters
  Score: Raw -932938.542956 + Penalty 2985.565378 = -929952.977578
  nChanged 263
		SP:Iteration 10Q (6481.700000 sec): 3 clusters
  Score: Raw -933074.968310 + Penalty 2985.565378 = -930089.402932
  nChanged 251
		SP:Iteration 11Q (6481.920000 sec): 3 clusters
  Score: Raw -933202.855455 + Penalty 2985.565378 = -930217.290077
  nChanged 213
		SP:Iteration 12Q (6482.190000 sec): 3 clusters
  Score: Raw -933316.967847 + Penalty 2985.565378 = -930331.402469
  nChanged 201
		SP:Iteration 13Q (6482.400000 sec): 3 clusters
  Score: Raw -933426.428179 + Penalty 2985.565378 = -930440.862801
  nChanged 174
		SP:Iteration 14Q (6482.580000 sec): 3 clusters
  Score: Raw -933525.043302 + Penalty 2985.565378 = -930539.477924
  nChanged 150
		SP:Iteration 15Q (6482.830000 sec): 3 clusters
  Score: Raw -933608.477991 + Penalty 2985.565378 = -930622.912613
  nChanged 135
		SP:Iteration 16Q (6483.120000 sec): 3 clusters
  Score: Raw -933685.562331 + Penalty 2985.565378 = -930699.996953
  nChanged 122
		SP:Iteration 17Q (6483.280000 sec): 3 clusters
  Score: Raw -933757.456942 + Penalty 2985.565378 = -930771.891564
  nChanged 105
		SP:Iteration 18Q (6483.450000 sec): 3 clusters
  Score: Raw -933818.833685 + Penalty 2985.565378 = -930833.268307
  nChanged 105
		SP:Iteration 19Q (6483.620000 sec): 3 clusters
  Score: Raw -933883.046019 + Penalty 2985.565378 = -930897.480641
  nChanged 89
		SP:Iteration 20F (6483.790000 sec): 3 clusters
  Score: Raw -933947.369520 + Penalty 2985.565378 = -930961.804142
  nChanged 85
		SP:Iteration 21Q (6483.970000 sec): 3 clusters
  Score: Raw -934006.541254 + Penalty 2985.565378 = -931020.975876
  nChanged 70
		SP:Iteration 22Q (6484.180000 sec): 3 clusters
  Score: Raw -934046.512395 + Penalty 2985.565378 = -931060.947017
  nChanged 50
		SP:Iteration 23Q (6484.350000 sec): 3 clusters
  Score: Raw -934073.674906 + Penalty 2985.565378 = -931088.109528
  nChanged 49
		SP:Iteration 24Q (6484.620000 sec): 3 clusters
  Score: Raw -934095.676048 + Penalty 2985.565378 = -931110.110670
  nChanged 27
		SP:Iteration 25Q (6484.870000 sec): 3 clusters
  Score: Raw -934110.276430 + Penalty 2985.565378 = -931124.711052
  nChanged 31
		SP:Iteration 26Q (6485.040000 sec): 3 clusters
  Score: Raw -934125.328737 + Penalty 2985.565378 = -931139.763359
  nChanged 22
		SP:Iteration 27Q (6485.280000 sec): 3 clusters
  Score: Raw -934135.260308 + Penalty 2985.565378 = -931149.694930
  nChanged 22
		SP:Iteration 28Q (6485.520000 sec): 3 clusters
  Score: Raw -934146.772173 + Penalty 2985.565378 = -931161.206795
  nChanged 26
		SP:Iteration 29Q (6485.710000 sec): 3 clusters
  Score: Raw -934163.991610 + Penalty 2985.565378 = -931178.426232
  nChanged 19
		SP:Iteration 30Q (6485.960000 sec): 3 clusters
  Score: Raw -934173.802579 + Penalty 2985.565378 = -931188.237201
  nChanged 16
		SP:Iteration 31Q (6486.140000 sec): 3 clusters
  Score: Raw -934182.647897 + Penalty 2985.565378 = -931197.082519
  nChanged 10
		SP:Iteration 32Q (6486.360000 sec): 3 clusters
  Score: Raw -934190.070992 + Penalty 2985.565378 = -931204.505614
  nChanged 13
		SP:Iteration 33Q (6486.600000 sec): 3 clusters
  Score: Raw -934198.064484 + Penalty 2985.565378 = -931212.499106
  nChanged 13
		SP:Iteration 34Q (6486.790000 sec): 3 clusters
  Score: Raw -934202.703766 + Penalty 2985.565378 = -931217.138388
  nChanged 6
		SP:Iteration 35Q (6487.050000 sec): 3 clusters
  Score: Raw -934204.404135 + Penalty 2985.565378 = -931218.838757
  nChanged 4
		SP:Iteration 36Q (6487.250000 sec): 3 clusters
  Score: Raw -934206.429590 + Penalty 2985.565378 = -931220.864212
  nChanged 2
		SP:Iteration 37Q (6487.470000 sec): 3 clusters
  Score: Raw -934207.268387 + Penalty 2985.565378 = -931221.703009
  nChanged 4
		SP:Iteration 38Q (6487.650000 sec): 3 clusters
  Score: Raw -934209.188919 + Penalty 2985.565378 = -931223.623541
  nChanged 5
		SP:Iteration 39Q (6487.800000 sec): 3 clusters
  Score: Raw -934211.722963 + Penalty 2985.565378 = -931226.157585
  nChanged 2
		SP:Iteration 40F (6488.060000 sec): 3 clusters
  Score: Raw -934212.672215 + Penalty 2985.565378 = -931227.106837
  nChanged 3
		SP:Iteration 41Q (6488.220000 sec): 3 clusters
  Score: Raw -934213.751300 + Penalty 2985.565378 = -931228.185922
  nChanged 3
		SP:Iteration 42Q (6488.430000 sec): 3 clusters
  Score: Raw -934214.791675 + Penalty 2985.565378 = -931229.226297
  nChanged 0
		SP:Iteration 43F (6488.630000 sec): 3 clusters
  Score: Raw -934214.791675 + Penalty 2985.565378 = -931229.226297
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (4372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6488.710000 sec): 2 clusters
  Score: Raw -346220.668679 + Penalty 1362.233576 = -344858.435104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6488.880000 sec): 3 clusters
  Score: Raw -344026.989522 + Penalty 2724.467151 = -341302.522371
  nChanged 1771
		SP:Iteration 1F (6489.010000 sec): 3 clusters
  Score: Raw -345325.399932 + Penalty 2724.467151 = -342600.932781
  nChanged 452
		SP:Iteration 2F (6489.230000 sec): 3 clusters
  Score: Raw -345807.464823 + Penalty 2724.467151 = -343082.997672
  nChanged 374
		SP:Iteration 3F (6489.360000 sec): 3 clusters
  Score: Raw -346285.594114 + Penalty 2724.467151 = -343561.126963
  nChanged 302
		SP:Iteration 4F (6489.560000 sec): 3 clusters
  Score: Raw -346655.081466 + Penalty 2724.467151 = -343930.614315
  nChanged 255
		SP:Iteration 5F (6489.690000 sec): 3 clusters
  Score: Raw -346971.864541 + Penalty 2724.467151 = -344247.397390
  nChanged 240
		SP:Iteration 6F (6489.910000 sec): 3 clusters
  Score: Raw -347356.045118 + Penalty 2724.467151 = -344631.577967
  nChanged 264
		SP:Iteration 7F (6490.050000 sec): 3 clusters
  Score: Raw -347800.260488 + Penalty 2724.467151 = -345075.793337
  nChanged 212
		SP:Iteration 8Q (6490.210000 sec): 3 clusters
  Score: Raw -348087.854101 + Penalty 2724.467151 = -345363.386950
  nChanged 162
		SP:Iteration 9Q (6490.370000 sec): 3 clusters
  Score: Raw -348239.999325 + Penalty 2724.467151 = -345515.532174
  nChanged 108
		SP:Iteration 10Q (6490.530000 sec): 3 clusters
  Score: Raw -348325.779866 + Penalty 2724.467151 = -345601.312715
  nChanged 72
		SP:Iteration 11Q (6490.690000 sec): 3 clusters
  Score: Raw -348370.919755 + Penalty 2724.467151 = -345646.452604
  nChanged 60
		SP:Iteration 12Q (6490.840000 sec): 3 clusters
  Score: Raw -348404.446706 + Penalty 2724.467151 = -345679.979555
  nChanged 36
		SP:Iteration 13Q (6491.000000 sec): 3 clusters
  Score: Raw -348427.108030 + Penalty 2724.467151 = -345702.640879
  nChanged 34
		SP:Iteration 14Q (6491.190000 sec): 3 clusters
  Score: Raw -348449.219045 + Penalty 2724.467151 = -345724.751894
  nChanged 32
		SP:Iteration 15Q (6491.360000 sec): 3 clusters
  Score: Raw -348475.375882 + Penalty 2724.467151 = -345750.908731
  nChanged 39
		SP:Iteration 16Q (6491.580000 sec): 3 clusters
  Score: Raw -348507.280462 + Penalty 2724.467151 = -345782.813311
  nChanged 42
		SP:Iteration 17Q (6491.760000 sec): 3 clusters
  Score: Raw -348538.696275 + Penalty 2724.467151 = -345814.229124
  nChanged 42
		SP:Iteration 18Q (6491.980000 sec): 3 clusters
  Score: Raw -348556.566581 + Penalty 2724.467151 = -345832.099430
  nChanged 32
		SP:Iteration 19Q (6492.130000 sec): 3 clusters
  Score: Raw -348568.164117 + Penalty 2724.467151 = -345843.696966
  nChanged 27
		SP:Iteration 20F (6492.250000 sec): 3 clusters
  Score: Raw -348577.344061 + Penalty 2724.467151 = -345852.876910
  nChanged 19
		SP:Iteration 21Q (6492.380000 sec): 3 clusters
  Score: Raw -348582.960785 + Penalty 2724.467151 = -345858.493634
  nChanged 11
		SP:Iteration 22Q (6492.500000 sec): 3 clusters
  Score: Raw -348585.944183 + Penalty 2724.467151 = -345861.477031
  nChanged 7
		SP:Iteration 23Q (6492.720000 sec): 3 clusters
  Score: Raw -348587.691725 + Penalty 2724.467151 = -345863.224574
  nChanged 2
		SP:Iteration 24Q (6492.860000 sec): 3 clusters
  Score: Raw -348588.123423 + Penalty 2724.467151 = -345863.656272
  nChanged 1
		SP:Iteration 25Q (6493.050000 sec): 3 clusters
  Score: Raw -348588.569330 + Penalty 2724.467151 = -345864.102179
  nChanged 1
		SP:Iteration 26Q (6493.180000 sec): 3 clusters
  Score: Raw -348588.837775 + Penalty 2724.467151 = -345864.370624
  nChanged 1
		SP:Iteration 27Q (6493.400000 sec): 3 clusters
  Score: Raw -348588.912306 + Penalty 2724.467151 = -345864.445155
  nChanged 0
		SP:Iteration 28F (6493.590000 sec): 3 clusters
  Score: Raw -348588.912306 + Penalty 2724.467151 = -345864.445155
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6493.700000 sec): 2 clusters
  Score: Raw -134096.110031 + Penalty 1219.999638 = -132876.110393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6493.860000 sec): 3 clusters
  Score: Raw -133391.518226 + Penalty 2439.999275 = -130951.518951
  nChanged 641
		SP:Iteration 1F (6494.040000 sec): 3 clusters
  Score: Raw -134030.312531 + Penalty 2439.999275 = -131590.313256
  nChanged 203
		SP:Iteration 2F (6494.180000 sec): 3 clusters
  Score: Raw -134290.974893 + Penalty 2439.999275 = -131850.975618
  nChanged 137
		SP:Iteration 3F (6494.360000 sec): 3 clusters
  Score: Raw -134457.955358 + Penalty 2439.999275 = -132017.956083
  nChanged 106
		SP:Iteration 4F (6494.510000 sec): 3 clusters
  Score: Raw -134587.344238 + Penalty 2439.999275 = -132147.344963
  nChanged 73
		SP:Iteration 5Q (6494.700000 sec): 3 clusters
  Score: Raw -134661.081187 + Penalty 2439.999275 = -132221.081912
  nChanged 50
		SP:Iteration 6Q (6494.890000 sec): 3 clusters
  Score: Raw -134710.344822 + Penalty 2439.999275 = -132270.345547
  nChanged 44
		SP:Iteration 7Q (6495.080000 sec): 3 clusters
  Score: Raw -134750.714978 + Penalty 2439.999275 = -132310.715703
  nChanged 43
		SP:Iteration 8Q (6495.280000 sec): 3 clusters
  Score: Raw -134789.659085 + Penalty 2439.999275 = -132349.659810
  nChanged 35
		SP:Iteration 9Q (6495.430000 sec): 3 clusters
  Score: Raw -134824.640136 + Penalty 2439.999275 = -132384.640860
  nChanged 29
		SP:Iteration 10Q (6495.580000 sec): 3 clusters
  Score: Raw -134860.707740 + Penalty 2439.999275 = -132420.708464
  nChanged 36
		SP:Iteration 11Q (6495.770000 sec): 3 clusters
  Score: Raw -134905.613718 + Penalty 2439.999275 = -132465.614443
  nChanged 30
		SP:Iteration 12Q (6495.930000 sec): 3 clusters
  Score: Raw -134959.830321 + Penalty 2439.999275 = -132519.831046
  nChanged 32
		SP:Iteration 13Q (6496.110000 sec): 3 clusters
  Score: Raw -134994.229901 + Penalty 2439.999275 = -132554.230626
  nChanged 29
		SP:Iteration 14Q (6496.260000 sec): 3 clusters
  Score: Raw -135019.090010 + Penalty 2439.999275 = -132579.090735
  nChanged 18
		SP:Iteration 15Q (6496.420000 sec): 3 clusters
  Score: Raw -135031.114736 + Penalty 2439.999275 = -132591.115461
  nChanged 10
		SP:Iteration 16Q (6496.580000 sec): 3 clusters
  Score: Raw -135045.203662 + Penalty 2439.999275 = -132605.204386
  nChanged 15
		SP:Iteration 17Q (6496.740000 sec): 3 clusters
  Score: Raw -135092.101295 + Penalty 2439.999275 = -132652.102020
  nChanged 29
		SP:Iteration 18Q (6496.900000 sec): 3 clusters
  Score: Raw -135147.206687 + Penalty 2439.999275 = -132707.207411
  nChanged 25
		SP:Iteration 19Q (6497.060000 sec): 3 clusters
  Score: Raw -135168.097479 + Penalty 2439.999275 = -132728.098204
  nChanged 8
		SP:Iteration 20F (6497.220000 sec): 3 clusters
  Score: Raw -135172.802238 + Penalty 2439.999275 = -132732.802963
  nChanged 4
		SP:Iteration 21Q (6497.380000 sec): 3 clusters
  Score: Raw -135176.901742 + Penalty 2439.999275 = -132736.902466
  nChanged 4
		SP:Iteration 22Q (6497.540000 sec): 3 clusters
  Score: Raw -135178.073919 + Penalty 2439.999275 = -132738.074644
  nChanged 0
		SP:Iteration 23F (6497.700000 sec): 3 clusters
  Score: Raw -135178.073919 + Penalty 2439.999275 = -132738.074644
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (6095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6497.800000 sec): 2 clusters
  Score: Raw -604424.355211 + Penalty 1416.223907 = -603008.131304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6497.990000 sec): 3 clusters
  Score: Raw -601137.827887 + Penalty 2832.447814 = -598305.380074
  nChanged 2527
		SP:Iteration 1F (6498.180000 sec): 3 clusters
  Score: Raw -602586.423250 + Penalty 2832.447814 = -599753.975436
  nChanged 415
		SP:Iteration 2F (6498.380000 sec): 3 clusters
  Score: Raw -602811.886327 + Penalty 2832.447814 = -599979.438513
  nChanged 344
		SP:Iteration 3F (6498.600000 sec): 3 clusters
  Score: Raw -603000.832573 + Penalty 2832.447814 = -600168.384759
  nChanged 303
		SP:Iteration 4Q (6498.740000 sec): 3 clusters
  Score: Raw -603172.995618 + Penalty 2832.447814 = -600340.547804
  nChanged 288
		SP:Iteration 5Q (6498.900000 sec): 3 clusters
  Score: Raw -603362.196258 + Penalty 2832.447814 = -600529.748444
  nChanged 294
		SP:Iteration 6Q (6499.070000 sec): 3 clusters
  Score: Raw -603592.794115 + Penalty 2832.447814 = -600760.346301
  nChanged 320
		SP:Iteration 7F (6499.270000 sec): 3 clusters
  Score: Raw -603911.432511 + Penalty 2832.447814 = -601078.984697
  nChanged 356
		SP:Iteration 8F (6499.400000 sec): 3 clusters
  Score: Raw -604342.701146 + Penalty 2832.447814 = -601510.253332
  nChanged 369
		SP:Iteration 9F (6499.600000 sec): 3 clusters
  Score: Raw -604826.901500 + Penalty 2832.447814 = -601994.453686
  nChanged 332
		SP:Iteration 10F (6499.810000 sec): 3 clusters
  Score: Raw -605248.846679 + Penalty 2832.447814 = -602416.398866
  nChanged 254
		SP:Iteration 11Q (6500.010000 sec): 3 clusters
  Score: Raw -605568.653972 + Penalty 2832.447814 = -602736.206158
  nChanged 124
		SP:Iteration 12Q (6500.190000 sec): 3 clusters
  Score: Raw -605707.894389 + Penalty 2832.447814 = -602875.446576
  nChanged 94
		SP:Iteration 13Q (6500.390000 sec): 3 clusters
  Score: Raw -605795.040695 + Penalty 2832.447814 = -602962.592881
  nChanged 50
		SP:Iteration 14Q (6500.620000 sec): 3 clusters
  Score: Raw -605834.225679 + Penalty 2832.447814 = -603001.777866
  nChanged 36
		SP:Iteration 15Q (6500.780000 sec): 3 clusters
  Score: Raw -605855.489091 + Penalty 2832.447814 = -603023.041277
  nChanged 23
		SP:Iteration 16Q (6500.950000 sec): 3 clusters
  Score: Raw -605866.026676 + Penalty 2832.447814 = -603033.578863
  nChanged 21
		SP:Iteration 17Q (6501.170000 sec): 3 clusters
  Score: Raw -605876.511857 + Penalty 2832.447814 = -603044.064043
  nChanged 17
		SP:Iteration 18Q (6501.320000 sec): 3 clusters
  Score: Raw -605883.752132 + Penalty 2832.447814 = -603051.304318
  nChanged 22
		SP:Iteration 19Q (6501.500000 sec): 3 clusters
  Score: Raw -605892.765415 + Penalty 2832.447814 = -603060.317601
  nChanged 13
		SP:Iteration 20F (6501.690000 sec): 3 clusters
  Score: Raw -605896.370631 + Penalty 2832.447814 = -603063.922817
  nChanged 10
		SP:Iteration 21Q (6501.910000 sec): 3 clusters
  Score: Raw -605899.013595 + Penalty 2832.447814 = -603066.565781
  nChanged 6
		SP:Iteration 22Q (6502.100000 sec): 3 clusters
  Score: Raw -605900.584275 + Penalty 2832.447814 = -603068.136461
  nChanged 4
		SP:Iteration 23Q (6502.300000 sec): 3 clusters
  Score: Raw -605901.230463 + Penalty 2832.447814 = -603068.782649
  nChanged 1
		SP:Iteration 24Q (6502.470000 sec): 3 clusters
  Score: Raw -605901.427420 + Penalty 2832.447814 = -603068.979606
  nChanged 0
		SP:Iteration 25F (6502.690000 sec): 3 clusters
  Score: Raw -605901.427420 + Penalty 2832.447814 = -603068.979606
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (7520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6502.780000 sec): 2 clusters
  Score: Raw -507986.453242 + Penalty 1450.364730 = -506536.088512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6503.030000 sec): 3 clusters
  Score: Raw -503881.004693 + Penalty 2900.729461 = -500980.275232
  nChanged 3182
		SP:Iteration 1F (6503.220000 sec): 3 clusters
  Score: Raw -505943.735812 + Penalty 2900.729461 = -503043.006352
  nChanged 661
		SP:Iteration 2F (6503.420000 sec): 3 clusters
  Score: Raw -506465.640800 + Penalty 2900.729461 = -503564.911340
  nChanged 553
		SP:Iteration 3F (6503.590000 sec): 3 clusters
  Score: Raw -506909.943443 + Penalty 2900.729461 = -504009.213982
  nChanged 515
		SP:Iteration 4F (6503.770000 sec): 3 clusters
  Score: Raw -507290.665871 + Penalty 2900.729461 = -504389.936410
  nChanged 449
		SP:Iteration 5F (6503.960000 sec): 3 clusters
  Score: Raw -507609.389802 + Penalty 2900.729461 = -504708.660341
  nChanged 352
		SP:Iteration 6Q (6504.140000 sec): 3 clusters
  Score: Raw -507851.838329 + Penalty 2900.729461 = -504951.108869
  nChanged 310
		SP:Iteration 7Q (6504.330000 sec): 3 clusters
  Score: Raw -508052.577704 + Penalty 2900.729461 = -505151.848244
  nChanged 239
		SP:Iteration 8Q (6504.510000 sec): 3 clusters
  Score: Raw -508179.658508 + Penalty 2900.729461 = -505278.929048
  nChanged 196
		SP:Iteration 9Q (6504.690000 sec): 3 clusters
  Score: Raw -508297.609822 + Penalty 2900.729461 = -505396.880362
  nChanged 174
		SP:Iteration 10Q (6504.910000 sec): 3 clusters
  Score: Raw -508377.809580 + Penalty 2900.729461 = -505477.080119
  nChanged 147
		SP:Iteration 11Q (6505.100000 sec): 3 clusters
  Score: Raw -508450.774042 + Penalty 2900.729461 = -505550.044582
  nChanged 149
		SP:Iteration 12Q (6505.280000 sec): 3 clusters
  Score: Raw -508520.943492 + Penalty 2900.729461 = -505620.214032
  nChanged 121
		SP:Iteration 13Q (6505.470000 sec): 3 clusters
  Score: Raw -508571.148426 + Penalty 2900.729461 = -505670.418965
  nChanged 95
		SP:Iteration 14Q (6505.650000 sec): 3 clusters
  Score: Raw -508616.729035 + Penalty 2900.729461 = -505715.999575
  nChanged 86
		SP:Iteration 15Q (6505.830000 sec): 3 clusters
  Score: Raw -508652.229730 + Penalty 2900.729461 = -505751.500269
  nChanged 85
		SP:Iteration 16Q (6506.090000 sec): 3 clusters
  Score: Raw -508685.823657 + Penalty 2900.729461 = -505785.094197
  nChanged 70
		SP:Iteration 17Q (6506.220000 sec): 3 clusters
  Score: Raw -508713.149619 + Penalty 2900.729461 = -505812.420158
  nChanged 69
		SP:Iteration 18Q (6506.450000 sec): 3 clusters
  Score: Raw -508738.369015 + Penalty 2900.729461 = -505837.639554
  nChanged 71
		SP:Iteration 19Q (6506.660000 sec): 3 clusters
  Score: Raw -508778.099219 + Penalty 2900.729461 = -505877.369759
  nChanged 67
		SP:Iteration 20F (6506.900000 sec): 3 clusters
  Score: Raw -508822.736038 + Penalty 2900.729461 = -505922.006577
  nChanged 79
		SP:Iteration 21Q (6507.080000 sec): 3 clusters
  Score: Raw -508875.042303 + Penalty 2900.729461 = -505974.312842
  nChanged 96
		SP:Iteration 22Q (6507.310000 sec): 3 clusters
  Score: Raw -508918.643148 + Penalty 2900.729461 = -506017.913688
  nChanged 83
		SP:Iteration 23Q (6507.540000 sec): 3 clusters
  Score: Raw -508956.013566 + Penalty 2900.729461 = -506055.284106
  nChanged 70
		SP:Iteration 24Q (6507.730000 sec): 3 clusters
  Score: Raw -508986.623784 + Penalty 2900.729461 = -506085.894323
  nChanged 75
		SP:Iteration 25Q (6507.910000 sec): 3 clusters
  Score: Raw -509022.422813 + Penalty 2900.729461 = -506121.693353
  nChanged 71
		SP:Iteration 26Q (6508.050000 sec): 3 clusters
  Score: Raw -509049.265481 + Penalty 2900.729461 = -506148.536021
  nChanged 57
		SP:Iteration 27Q (6508.240000 sec): 3 clusters
  Score: Raw -509069.777198 + Penalty 2900.729461 = -506169.047738
  nChanged 51
		SP:Iteration 28Q (6508.460000 sec): 3 clusters
  Score: Raw -509086.821244 + Penalty 2900.729461 = -506186.091784
  nChanged 53
		SP:Iteration 29Q (6508.720000 sec): 3 clusters
  Score: Raw -509104.679231 + Penalty 2900.729461 = -506203.949771
  nChanged 47
		SP:Iteration 30Q (6508.950000 sec): 3 clusters
  Score: Raw -509117.410004 + Penalty 2900.729461 = -506216.680544
  nChanged 49
		SP:Iteration 31Q (6509.140000 sec): 3 clusters
  Score: Raw -509130.594938 + Penalty 2900.729461 = -506229.865477
  nChanged 48
		SP:Iteration 32Q (6509.340000 sec): 3 clusters
  Score: Raw -509143.346752 + Penalty 2900.729461 = -506242.617291
  nChanged 49
		SP:Iteration 33Q (6509.540000 sec): 3 clusters
  Score: Raw -509155.697086 + Penalty 2900.729461 = -506254.967626
  nChanged 45
		SP:Iteration 34Q (6509.720000 sec): 3 clusters
  Score: Raw -509165.188468 + Penalty 2900.729461 = -506264.459007
  nChanged 33
		SP:Iteration 35Q (6509.950000 sec): 3 clusters
  Score: Raw -509172.187113 + Penalty 2900.729461 = -506271.457653
  nChanged 32
		SP:Iteration 36Q (6510.120000 sec): 3 clusters
  Score: Raw -509178.952422 + Penalty 2900.729461 = -506278.222962
  nChanged 30
		SP:Iteration 37Q (6510.340000 sec): 3 clusters
  Score: Raw -509184.665791 + Penalty 2900.729461 = -506283.936330
  nChanged 21
		SP:Iteration 38Q (6510.520000 sec): 3 clusters
  Score: Raw -509188.148580 + Penalty 2900.729461 = -506287.419120
  nChanged 16
		SP:Iteration 39Q (6510.720000 sec): 3 clusters
  Score: Raw -509190.637838 + Penalty 2900.729461 = -506289.908378
  nChanged 14
		SP:Iteration 40F (6510.880000 sec): 3 clusters
  Score: Raw -509193.198696 + Penalty 2900.729461 = -506292.469235
  nChanged 10
		SP:Iteration 41Q (6511.050000 sec): 3 clusters
  Score: Raw -509194.170984 + Penalty 2900.729461 = -506293.441523
  nChanged 6
		SP:Iteration 42Q (6511.250000 sec): 3 clusters
  Score: Raw -509194.794067 + Penalty 2900.729461 = -506294.064606
  nChanged 5
		SP:Iteration 43Q (6511.430000 sec): 3 clusters
  Score: Raw -509195.496506 + Penalty 2900.729461 = -506294.767045
  nChanged 7
		SP:Iteration 44Q (6511.610000 sec): 3 clusters
  Score: Raw -509196.445365 + Penalty 2900.729461 = -506295.715904
  nChanged 7
		SP:Iteration 45Q (6511.800000 sec): 3 clusters
  Score: Raw -509197.641454 + Penalty 2900.729461 = -506296.911993
  nChanged 4
		SP:Iteration 46Q (6511.980000 sec): 3 clusters
  Score: Raw -509198.195168 + Penalty 2900.729461 = -506297.465707
  nChanged 5
		SP:Iteration 47Q (6512.160000 sec): 3 clusters
  Score: Raw -509198.886551 + Penalty 2900.729461 = -506298.157091
  nChanged 6
		SP:Iteration 48Q (6512.350000 sec): 3 clusters
  Score: Raw -509199.558446 + Penalty 2900.729461 = -506298.828986
  nChanged 3
		SP:Iteration 49Q (6512.530000 sec): 3 clusters
  Score: Raw -509200.280496 + Penalty 2900.729461 = -506299.551035
  nChanged 6
		SP:Iteration 50Q (6512.720000 sec): 3 clusters
  Score: Raw -509200.942914 + Penalty 2900.729461 = -506300.213453
  nChanged 7
		SP:Iteration 51Q (6512.890000 sec): 3 clusters
  Score: Raw -509202.522523 + Penalty 2900.729461 = -506301.793063
  nChanged 10
		SP:Iteration 52Q (6513.060000 sec): 3 clusters
  Score: Raw -509204.764309 + Penalty 2900.729461 = -506304.034849
  nChanged 11
		SP:Iteration 53Q (6513.310000 sec): 3 clusters
  Score: Raw -509207.045860 + Penalty 2900.729461 = -506306.316399
  nChanged 12
		SP:Iteration 54Q (6513.510000 sec): 3 clusters
  Score: Raw -509209.362377 + Penalty 2900.729461 = -506308.632917
  nChanged 10
		SP:Iteration 55Q (6513.700000 sec): 3 clusters
  Score: Raw -509210.905623 + Penalty 2900.729461 = -506310.176163
  nChanged 5
		SP:Iteration 56Q (6513.940000 sec): 3 clusters
  Score: Raw -509211.860985 + Penalty 2900.729461 = -506311.131525
  nChanged 4
		SP:Iteration 57Q (6514.150000 sec): 3 clusters
  Score: Raw -509212.189999 + Penalty 2900.729461 = -506311.460538
  nChanged 1
		SP:Iteration 58Q (6514.290000 sec): 3 clusters
  Score: Raw -509212.455501 + Penalty 2900.729461 = -506311.726041
  nChanged 1
		SP:Iteration 59Q (6514.420000 sec): 3 clusters
  Score: Raw -509212.611785 + Penalty 2900.729461 = -506311.882324
  nChanged 1
		SP:Iteration 60F (6514.560000 sec): 3 clusters
  Score: Raw -509212.867412 + Penalty 2900.729461 = -506312.137952
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (8030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6514.720000 sec): 2 clusters
  Score: Raw -619837.531895 + Penalty 1461.027719 = -618376.504176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6514.860000 sec): 3 clusters
  Score: Raw -615424.237219 + Penalty 2922.055437 = -612502.181782
  nChanged 3433
		SP:Iteration 1F (6515.080000 sec): 3 clusters
  Score: Raw -617520.899638 + Penalty 2922.055437 = -614598.844201
  nChanged 605
		SP:Iteration 2F (6515.250000 sec): 3 clusters
  Score: Raw -617869.218625 + Penalty 2922.055437 = -614947.163188
  nChanged 508
		SP:Iteration 3F (6515.440000 sec): 3 clusters
  Score: Raw -618172.768284 + Penalty 2922.055437 = -615250.712846
  nChanged 447
		SP:Iteration 4F (6515.650000 sec): 3 clusters
  Score: Raw -618427.486410 + Penalty 2922.055437 = -615505.430972
  nChanged 400
		SP:Iteration 5Q (6515.800000 sec): 3 clusters
  Score: Raw -618670.280275 + Penalty 2922.055437 = -615748.224838
  nChanged 362
		SP:Iteration 6Q (6515.980000 sec): 3 clusters
  Score: Raw -618960.403422 + Penalty 2922.055437 = -616038.347985
  nChanged 367
		SP:Iteration 7Q (6516.120000 sec): 3 clusters
  Score: Raw -619242.475956 + Penalty 2922.055437 = -616320.420519
  nChanged 352
		SP:Iteration 8Q (6516.300000 sec): 3 clusters
  Score: Raw -619518.382507 + Penalty 2922.055437 = -616596.327070
  nChanged 316
		SP:Iteration 9Q (6516.460000 sec): 3 clusters
  Score: Raw -619774.047009 + Penalty 2922.055437 = -616851.991572
  nChanged 273
		SP:Iteration 10Q (6516.600000 sec): 3 clusters
  Score: Raw -619997.581442 + Penalty 2922.055437 = -617075.526005
  nChanged 234
		SP:Iteration 11Q (6516.780000 sec): 3 clusters
  Score: Raw -620182.477143 + Penalty 2922.055437 = -617260.421706
  nChanged 210
		SP:Iteration 12Q (6516.960000 sec): 3 clusters
  Score: Raw -620341.649378 + Penalty 2922.055437 = -617419.593941
  nChanged 176
		SP:Iteration 13Q (6517.160000 sec): 3 clusters
  Score: Raw -620446.648210 + Penalty 2922.055437 = -617524.592773
  nChanged 144
		SP:Iteration 14Q (6517.270000 sec): 3 clusters
  Score: Raw -620521.894792 + Penalty 2922.055437 = -617599.839355
  nChanged 105
		SP:Iteration 15Q (6517.480000 sec): 3 clusters
  Score: Raw -620576.509629 + Penalty 2922.055437 = -617654.454192
  nChanged 100
		SP:Iteration 16Q (6517.640000 sec): 3 clusters
  Score: Raw -620626.390838 + Penalty 2922.055437 = -617704.335401
  nChanged 104
		SP:Iteration 17Q (6517.840000 sec): 3 clusters
  Score: Raw -620678.566497 + Penalty 2922.055437 = -617756.511060
  nChanged 87
		SP:Iteration 18Q (6517.940000 sec): 3 clusters
  Score: Raw -620727.480932 + Penalty 2922.055437 = -617805.425495
  nChanged 86
		SP:Iteration 19Q (6518.180000 sec): 3 clusters
  Score: Raw -620781.453645 + Penalty 2922.055437 = -617859.398208
  nChanged 75
		SP:Iteration 20F (6518.400000 sec): 3 clusters
  Score: Raw -620819.452243 + Penalty 2922.055437 = -617897.396806
  nChanged 48
		SP:Iteration 21Q (6518.580000 sec): 3 clusters
  Score: Raw -620843.607955 + Penalty 2922.055437 = -617921.552518
  nChanged 54
		SP:Iteration 22Q (6518.760000 sec): 3 clusters
  Score: Raw -620872.347089 + Penalty 2922.055437 = -617950.291651
  nChanged 46
		SP:Iteration 23Q (6518.940000 sec): 3 clusters
  Score: Raw -620891.760718 + Penalty 2922.055437 = -617969.705280
  nChanged 38
		SP:Iteration 24Q (6519.120000 sec): 3 clusters
  Score: Raw -620906.596391 + Penalty 2922.055437 = -617984.540954
  nChanged 30
		SP:Iteration 25Q (6519.300000 sec): 3 clusters
  Score: Raw -620921.860725 + Penalty 2922.055437 = -617999.805288
  nChanged 34
		SP:Iteration 26Q (6519.480000 sec): 3 clusters
  Score: Raw -620938.685851 + Penalty 2922.055437 = -618016.630414
  nChanged 34
		SP:Iteration 27Q (6519.660000 sec): 3 clusters
  Score: Raw -620955.173919 + Penalty 2922.055437 = -618033.118482
  nChanged 32
		SP:Iteration 28Q (6519.840000 sec): 3 clusters
  Score: Raw -620970.347275 + Penalty 2922.055437 = -618048.291838
  nChanged 30
		SP:Iteration 29Q (6520.060000 sec): 3 clusters
  Score: Raw -620985.003256 + Penalty 2922.055437 = -618062.947819
  nChanged 24
		SP:Iteration 30Q (6520.240000 sec): 3 clusters
  Score: Raw -620994.946274 + Penalty 2922.055437 = -618072.890836
  nChanged 14
		SP:Iteration 31Q (6520.420000 sec): 3 clusters
  Score: Raw -620998.739991 + Penalty 2922.055437 = -618076.684554
  nChanged 8
		SP:Iteration 32Q (6520.600000 sec): 3 clusters
  Score: Raw -621002.497382 + Penalty 2922.055437 = -618080.441945
  nChanged 10
		SP:Iteration 33Q (6520.820000 sec): 3 clusters
  Score: Raw -621006.108480 + Penalty 2922.055437 = -618084.053043
  nChanged 13
		SP:Iteration 34Q (6521.040000 sec): 3 clusters
  Score: Raw -621011.788800 + Penalty 2922.055437 = -618089.733362
  nChanged 17
		SP:Iteration 35Q (6521.280000 sec): 3 clusters
  Score: Raw -621016.692049 + Penalty 2922.055437 = -618094.636612
  nChanged 14
		SP:Iteration 36Q (6521.440000 sec): 3 clusters
  Score: Raw -621021.728505 + Penalty 2922.055437 = -618099.673068
  nChanged 13
		SP:Iteration 37Q (6521.660000 sec): 3 clusters
  Score: Raw -621026.380645 + Penalty 2922.055437 = -618104.325208
  nChanged 10
		SP:Iteration 38Q (6521.870000 sec): 3 clusters
  Score: Raw -621029.070139 + Penalty 2922.055437 = -618107.014701
  nChanged 10
		SP:Iteration 39Q (6522.060000 sec): 3 clusters
  Score: Raw -621032.405453 + Penalty 2922.055437 = -618110.350016
  nChanged 3
		SP:Iteration 40F (6522.260000 sec): 3 clusters
  Score: Raw -621033.088781 + Penalty 2922.055437 = -618111.033344
  nChanged 2
		SP:Iteration 41Q (6522.500000 sec): 3 clusters
  Score: Raw -621033.338563 + Penalty 2922.055437 = -618111.283126
  nChanged 0
		SP:Iteration 42F (6522.720000 sec): 3 clusters
  Score: Raw -621033.338563 + Penalty 2922.055437 = -618111.283126
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (9083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6522.840000 sec): 2 clusters
  Score: Raw -775997.866021 + Penalty 1481.050970 = -774516.815051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6523.130000 sec): 3 clusters
  Score: Raw -770955.935392 + Penalty 2962.101939 = -767993.833453
  nChanged 3926
		SP:Iteration 1F (6523.300000 sec): 3 clusters
  Score: Raw -773728.269894 + Penalty 2962.101939 = -770766.167955
  nChanged 921
		SP:Iteration 2F (6523.540000 sec): 3 clusters
  Score: Raw -774599.181122 + Penalty 2962.101939 = -771637.079183
  nChanged 759
		SP:Iteration 3F (6523.750000 sec): 3 clusters
  Score: Raw -775225.235696 + Penalty 2962.101939 = -772263.133757
  nChanged 616
		SP:Iteration 4F (6523.980000 sec): 3 clusters
  Score: Raw -775667.450281 + Penalty 2962.101939 = -772705.348341
  nChanged 486
		SP:Iteration 5F (6524.200000 sec): 3 clusters
  Score: Raw -775992.999150 + Penalty 2962.101939 = -773030.897211
  nChanged 400
		SP:Iteration 6Q (6524.420000 sec): 3 clusters
  Score: Raw -776280.011279 + Penalty 2962.101939 = -773317.909340
  nChanged 346
		SP:Iteration 7Q (6524.580000 sec): 3 clusters
  Score: Raw -776498.668144 + Penalty 2962.101939 = -773536.566204
  nChanged 294
		SP:Iteration 8Q (6524.790000 sec): 3 clusters
  Score: Raw -776664.905941 + Penalty 2962.101939 = -773702.804002
  nChanged 234
		SP:Iteration 9Q (6524.970000 sec): 3 clusters
  Score: Raw -776775.016122 + Penalty 2962.101939 = -773812.914182
  nChanged 183
		SP:Iteration 10Q (6525.140000 sec): 3 clusters
  Score: Raw -776845.477067 + Penalty 2962.101939 = -773883.375127
  nChanged 146
		SP:Iteration 11Q (6525.310000 sec): 3 clusters
  Score: Raw -776894.375496 + Penalty 2962.101939 = -773932.273557
  nChanged 112
		SP:Iteration 12Q (6525.520000 sec): 3 clusters
  Score: Raw -776927.999523 + Penalty 2962.101939 = -773965.897583
  nChanged 101
		SP:Iteration 13Q (6525.730000 sec): 3 clusters
  Score: Raw -776952.790296 + Penalty 2962.101939 = -773990.688356
  nChanged 88
		SP:Iteration 14Q (6525.940000 sec): 3 clusters
  Score: Raw -776974.960169 + Penalty 2962.101939 = -774012.858229
  nChanged 59
		SP:Iteration 15Q (6526.110000 sec): 3 clusters
  Score: Raw -776986.820814 + Penalty 2962.101939 = -774024.718875
  nChanged 48
		SP:Iteration 16Q (6526.330000 sec): 3 clusters
  Score: Raw -776994.758834 + Penalty 2962.101939 = -774032.656895
  nChanged 41
		SP:Iteration 17Q (6526.530000 sec): 3 clusters
  Score: Raw -777002.633037 + Penalty 2962.101939 = -774040.531098
  nChanged 34
		SP:Iteration 18Q (6526.670000 sec): 3 clusters
  Score: Raw -777007.851404 + Penalty 2962.101939 = -774045.749465
  nChanged 26
		SP:Iteration 19Q (6526.840000 sec): 3 clusters
  Score: Raw -777010.974831 + Penalty 2962.101939 = -774048.872891
  nChanged 28
		SP:Iteration 20F (6527.010000 sec): 3 clusters
  Score: Raw -777015.653753 + Penalty 2962.101939 = -774053.551813
  nChanged 31
		SP:Iteration 21Q (6527.190000 sec): 3 clusters
  Score: Raw -777020.993947 + Penalty 2962.101939 = -774058.892008
  nChanged 29
		SP:Iteration 22Q (6527.400000 sec): 3 clusters
  Score: Raw -777025.891606 + Penalty 2962.101939 = -774063.789666
  nChanged 25
		SP:Iteration 23Q (6527.730000 sec): 3 clusters
  Score: Raw -777030.511392 + Penalty 2962.101939 = -774068.409453
  nChanged 25
		SP:Iteration 24Q (6527.870000 sec): 3 clusters
  Score: Raw -777034.235485 + Penalty 2962.101939 = -774072.133546
  nChanged 30
		SP:Iteration 25Q (6528.090000 sec): 3 clusters
  Score: Raw -777039.889121 + Penalty 2962.101939 = -774077.787181
  nChanged 27
		SP:Iteration 26Q (6528.250000 sec): 3 clusters
  Score: Raw -777045.345688 + Penalty 2962.101939 = -774083.243749
  nChanged 31
		SP:Iteration 27Q (6528.480000 sec): 3 clusters
  Score: Raw -777051.468111 + Penalty 2962.101939 = -774089.366171
  nChanged 32
		SP:Iteration 28Q (6528.690000 sec): 3 clusters
  Score: Raw -777057.594711 + Penalty 2962.101939 = -774095.492772
  nChanged 30
		SP:Iteration 29Q (6528.880000 sec): 3 clusters
  Score: Raw -777063.594532 + Penalty 2962.101939 = -774101.492593
  nChanged 29
		SP:Iteration 30Q (6529.080000 sec): 3 clusters
  Score: Raw -777069.701089 + Penalty 2962.101939 = -774107.599150
  nChanged 30
		SP:Iteration 31Q (6529.340000 sec): 3 clusters
  Score: Raw -777075.487600 + Penalty 2962.101939 = -774113.385661
  nChanged 28
		SP:Iteration 32Q (6529.550000 sec): 3 clusters
  Score: Raw -777081.085436 + Penalty 2962.101939 = -774118.983496
  nChanged 35
		SP:Iteration 33Q (6529.740000 sec): 3 clusters
  Score: Raw -777087.429455 + Penalty 2962.101939 = -774125.327516
  nChanged 29
		SP:Iteration 34Q (6529.930000 sec): 3 clusters
  Score: Raw -777092.485160 + Penalty 2962.101939 = -774130.383221
  nChanged 30
		SP:Iteration 35Q (6530.110000 sec): 3 clusters
  Score: Raw -777098.194154 + Penalty 2962.101939 = -774136.092214
  nChanged 28
		SP:Iteration 36Q (6530.300000 sec): 3 clusters
  Score: Raw -777103.076317 + Penalty 2962.101939 = -774140.974378
  nChanged 27
		SP:Iteration 37Q (6530.510000 sec): 3 clusters
  Score: Raw -777105.719953 + Penalty 2962.101939 = -774143.618014
  nChanged 19
		SP:Iteration 38Q (6530.740000 sec): 3 clusters
  Score: Raw -777108.459018 + Penalty 2962.101939 = -774146.357078
  nChanged 16
		SP:Iteration 39Q (6530.970000 sec): 3 clusters
  Score: Raw -777111.148201 + Penalty 2962.101939 = -774149.046262
  nChanged 18
		SP:Iteration 40F (6531.190000 sec): 3 clusters
  Score: Raw -777114.207869 + Penalty 2962.101939 = -774152.105929
  nChanged 24
		SP:Iteration 41Q (6531.410000 sec): 3 clusters
  Score: Raw -777120.000401 + Penalty 2962.101939 = -774157.898462
  nChanged 28
		SP:Iteration 42Q (6531.610000 sec): 3 clusters
  Score: Raw -777125.161328 + Penalty 2962.101939 = -774163.059388
  nChanged 26
		SP:Iteration 43Q (6531.800000 sec): 3 clusters
  Score: Raw -777129.843588 + Penalty 2962.101939 = -774167.741649
  nChanged 19
		SP:Iteration 44Q (6531.990000 sec): 3 clusters
  Score: Raw -777132.942324 + Penalty 2962.101939 = -774170.840385
  nChanged 17
		SP:Iteration 45Q (6532.190000 sec): 3 clusters
  Score: Raw -777135.458731 + Penalty 2962.101939 = -774173.356792
  nChanged 19
		SP:Iteration 46Q (6532.370000 sec): 3 clusters
  Score: Raw -777137.744841 + Penalty 2962.101939 = -774175.642902
  nChanged 13
		SP:Iteration 47Q (6532.560000 sec): 3 clusters
  Score: Raw -777139.558703 + Penalty 2962.101939 = -774177.456763
  nChanged 7
		SP:Iteration 48Q (6532.750000 sec): 3 clusters
  Score: Raw -777140.252494 + Penalty 2962.101939 = -774178.150555
  nChanged 9
		SP:Iteration 49Q (6532.940000 sec): 3 clusters
  Score: Raw -777141.051674 + Penalty 2962.101939 = -774178.949734
  nChanged 10
		SP:Iteration 50Q (6533.140000 sec): 3 clusters
  Score: Raw -777142.663478 + Penalty 2962.101939 = -774180.561539
  nChanged 11
		SP:Iteration 51Q (6533.330000 sec): 3 clusters
  Score: Raw -777144.115030 + Penalty 2962.101939 = -774182.013091
  nChanged 12
		SP:Iteration 52Q (6533.520000 sec): 3 clusters
  Score: Raw -777145.864591 + Penalty 2962.101939 = -774183.762651
  nChanged 9
		SP:Iteration 53Q (6533.720000 sec): 3 clusters
  Score: Raw -777147.075511 + Penalty 2962.101939 = -774184.973572
  nChanged 9
		SP:Iteration 54Q (6533.910000 sec): 3 clusters
  Score: Raw -777147.987035 + Penalty 2962.101939 = -774185.885096
  nChanged 5
		SP:Iteration 55Q (6534.100000 sec): 3 clusters
  Score: Raw -777148.832565 + Penalty 2962.101939 = -774186.730625
  nChanged 1
		SP:Iteration 56Q (6534.370000 sec): 3 clusters
  Score: Raw -777148.896828 + Penalty 2962.101939 = -774186.794888
  nChanged 0
		SP:Iteration 57F (6534.610000 sec): 3 clusters
  Score: Raw -777148.896828 + Penalty 2962.101939 = -774186.794888
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (8425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6534.740000 sec): 2 clusters
  Score: Raw -703325.280232 + Penalty 1468.830798 = -701856.449434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6534.940000 sec): 3 clusters
  Score: Raw -698654.997948 + Penalty 2937.661595 = -695717.336353
  nChanged 3566
		SP:Iteration 1F (6535.180000 sec): 3 clusters
  Score: Raw -700973.076459 + Penalty 2937.661595 = -698035.414864
  nChanged 782
		SP:Iteration 2F (6535.440000 sec): 3 clusters
  Score: Raw -701730.244097 + Penalty 2937.661595 = -698792.582501
  nChanged 718
		SP:Iteration 3F (6535.620000 sec): 3 clusters
  Score: Raw -702405.495084 + Penalty 2937.661595 = -699467.833489
  nChanged 632
		SP:Iteration 4F (6535.800000 sec): 3 clusters
  Score: Raw -702905.812062 + Penalty 2937.661595 = -699968.150466
  nChanged 523
		SP:Iteration 5F (6535.970000 sec): 3 clusters
  Score: Raw -703288.841387 + Penalty 2937.661595 = -700351.179792
  nChanged 434
		SP:Iteration 6F (6536.250000 sec): 3 clusters
  Score: Raw -703609.771309 + Penalty 2937.661595 = -700672.109713
  nChanged 328
		SP:Iteration 7Q (6536.480000 sec): 3 clusters
  Score: Raw -703860.189779 + Penalty 2937.661595 = -700922.528184
  nChanged 273
		SP:Iteration 8Q (6536.680000 sec): 3 clusters
  Score: Raw -704035.097868 + Penalty 2937.661595 = -701097.436273
  nChanged 188
		SP:Iteration 9Q (6536.940000 sec): 3 clusters
  Score: Raw -704145.338472 + Penalty 2937.661595 = -701207.676877
  nChanged 148
		SP:Iteration 10Q (6537.160000 sec): 3 clusters
  Score: Raw -704223.936522 + Penalty 2937.661595 = -701286.274927
  nChanged 119
		SP:Iteration 11Q (6537.380000 sec): 3 clusters
  Score: Raw -704271.823770 + Penalty 2937.661595 = -701334.162175
  nChanged 110
		SP:Iteration 12Q (6537.550000 sec): 3 clusters
  Score: Raw -704309.628323 + Penalty 2937.661595 = -701371.966727
  nChanged 73
		SP:Iteration 13Q (6537.780000 sec): 3 clusters
  Score: Raw -704333.447209 + Penalty 2937.661595 = -701395.785614
  nChanged 59
		SP:Iteration 14Q (6538.030000 sec): 3 clusters
  Score: Raw -704346.264251 + Penalty 2937.661595 = -701408.602656
  nChanged 52
		SP:Iteration 15Q (6538.250000 sec): 3 clusters
  Score: Raw -704359.827813 + Penalty 2937.661595 = -701422.166217
  nChanged 42
		SP:Iteration 16Q (6538.490000 sec): 3 clusters
  Score: Raw -704374.365024 + Penalty 2937.661595 = -701436.703429
  nChanged 34
		SP:Iteration 17Q (6538.690000 sec): 3 clusters
  Score: Raw -704383.722931 + Penalty 2937.661595 = -701446.061336
  nChanged 37
		SP:Iteration 18Q (6538.880000 sec): 3 clusters
  Score: Raw -704393.152066 + Penalty 2937.661595 = -701455.490470
  nChanged 27
		SP:Iteration 19Q (6539.150000 sec): 3 clusters
  Score: Raw -704403.101365 + Penalty 2937.661595 = -701465.439769
  nChanged 29
		SP:Iteration 20F (6539.290000 sec): 3 clusters
  Score: Raw -704410.384444 + Penalty 2937.661595 = -701472.722848
  nChanged 28
		SP:Iteration 21Q (6539.470000 sec): 3 clusters
  Score: Raw -704416.627120 + Penalty 2937.661595 = -701478.965524
  nChanged 27
		SP:Iteration 22Q (6539.640000 sec): 3 clusters
  Score: Raw -704423.361232 + Penalty 2937.661595 = -701485.699636
  nChanged 28
		SP:Iteration 23Q (6539.820000 sec): 3 clusters
  Score: Raw -704429.680613 + Penalty 2937.661595 = -701492.019018
  nChanged 23
		SP:Iteration 24Q (6540.000000 sec): 3 clusters
  Score: Raw -704435.224484 + Penalty 2937.661595 = -701497.562889
  nChanged 26
		SP:Iteration 25Q (6540.180000 sec): 3 clusters
  Score: Raw -704440.385228 + Penalty 2937.661595 = -701502.723632
  nChanged 20
		SP:Iteration 26Q (6540.390000 sec): 3 clusters
  Score: Raw -704445.357071 + Penalty 2937.661595 = -701507.695476
  nChanged 29
		SP:Iteration 27Q (6540.610000 sec): 3 clusters
  Score: Raw -704451.373540 + Penalty 2937.661595 = -701513.711945
  nChanged 21
		SP:Iteration 28Q (6540.810000 sec): 3 clusters
  Score: Raw -704455.220748 + Penalty 2937.661595 = -701517.559152
  nChanged 18
		SP:Iteration 29Q (6540.990000 sec): 3 clusters
  Score: Raw -704458.875696 + Penalty 2937.661595 = -701521.214100
  nChanged 19
		SP:Iteration 30Q (6541.260000 sec): 3 clusters
  Score: Raw -704463.664492 + Penalty 2937.661595 = -701526.002897
  nChanged 23
		SP:Iteration 31Q (6541.440000 sec): 3 clusters
  Score: Raw -704470.187559 + Penalty 2937.661595 = -701532.525964
  nChanged 22
		SP:Iteration 32Q (6541.690000 sec): 3 clusters
  Score: Raw -704475.807489 + Penalty 2937.661595 = -701538.145893
  nChanged 27
		SP:Iteration 33Q (6541.880000 sec): 3 clusters
  Score: Raw -704482.947942 + Penalty 2937.661595 = -701545.286347
  nChanged 37
		SP:Iteration 34Q (6542.060000 sec): 3 clusters
  Score: Raw -704491.787429 + Penalty 2937.661595 = -701554.125834
  nChanged 34
		SP:Iteration 35Q (6542.300000 sec): 3 clusters
  Score: Raw -704501.581616 + Penalty 2937.661595 = -701563.920021
  nChanged 36
		SP:Iteration 36Q (6542.510000 sec): 3 clusters
  Score: Raw -704511.551485 + Penalty 2937.661595 = -701573.889890
  nChanged 25
		SP:Iteration 37Q (6542.720000 sec): 3 clusters
  Score: Raw -704516.827162 + Penalty 2937.661595 = -701579.165567
  nChanged 20
		SP:Iteration 38Q (6542.950000 sec): 3 clusters
  Score: Raw -704524.332348 + Penalty 2937.661595 = -701586.670753
  nChanged 29
		SP:Iteration 39Q (6543.180000 sec): 3 clusters
  Score: Raw -704533.785048 + Penalty 2937.661595 = -701596.123452
  nChanged 34
		SP:Iteration 40F (6543.410000 sec): 3 clusters
  Score: Raw -704544.902784 + Penalty 2937.661595 = -701607.241189
  nChanged 29
		SP:Iteration 41Q (6543.640000 sec): 3 clusters
  Score: Raw -704557.131319 + Penalty 2937.661595 = -701619.469723
  nChanged 38
		SP:Iteration 42Q (6543.860000 sec): 3 clusters
  Score: Raw -704574.895898 + Penalty 2937.661595 = -701637.234302
  nChanged 48
		SP:Iteration 43Q (6544.070000 sec): 3 clusters
  Score: Raw -704601.794918 + Penalty 2937.661595 = -701664.133322
  nChanged 49
		SP:Iteration 44Q (6544.230000 sec): 3 clusters
  Score: Raw -704621.334633 + Penalty 2937.661595 = -701683.673038
  nChanged 43
		SP:Iteration 45Q (6544.440000 sec): 3 clusters
  Score: Raw -704635.536755 + Penalty 2937.661595 = -701697.875160
  nChanged 33
		SP:Iteration 46Q (6544.620000 sec): 3 clusters
  Score: Raw -704645.199056 + Penalty 2937.661595 = -701707.537460
  nChanged 31
		SP:Iteration 47Q (6544.780000 sec): 3 clusters
  Score: Raw -704655.901805 + Penalty 2937.661595 = -701718.240210
  nChanged 31
		SP:Iteration 48Q (6545.010000 sec): 3 clusters
  Score: Raw -704669.353310 + Penalty 2937.661595 = -701731.691715
  nChanged 36
		SP:Iteration 49Q (6545.240000 sec): 3 clusters
  Score: Raw -704683.180474 + Penalty 2937.661595 = -701745.518878
  nChanged 30
		SP:Iteration 50Q (6545.380000 sec): 3 clusters
  Score: Raw -704692.949245 + Penalty 2937.661595 = -701755.287649
  nChanged 28
		SP:Iteration 51Q (6545.620000 sec): 3 clusters
  Score: Raw -704700.273322 + Penalty 2937.661595 = -701762.611726
  nChanged 23
		SP:Iteration 52Q (6545.780000 sec): 3 clusters
  Score: Raw -704706.889052 + Penalty 2937.661595 = -701769.227457
  nChanged 18
		SP:Iteration 53Q (6545.920000 sec): 3 clusters
  Score: Raw -704712.030127 + Penalty 2937.661595 = -701774.368531
  nChanged 11
		SP:Iteration 54Q (6546.090000 sec): 3 clusters
  Score: Raw -704715.198765 + Penalty 2937.661595 = -701777.537170
  nChanged 11
		SP:Iteration 55Q (6546.260000 sec): 3 clusters
  Score: Raw -704719.387152 + Penalty 2937.661595 = -701781.725556
  nChanged 19
		SP:Iteration 56Q (6546.420000 sec): 3 clusters
  Score: Raw -704723.972743 + Penalty 2937.661595 = -701786.311148
  nChanged 16
		SP:Iteration 57Q (6546.590000 sec): 3 clusters
  Score: Raw -704726.998972 + Penalty 2937.661595 = -701789.337376
  nChanged 11
		SP:Iteration 58Q (6546.760000 sec): 3 clusters
  Score: Raw -704729.607008 + Penalty 2937.661595 = -701791.945412
  nChanged 11
		SP:Iteration 59Q (6546.920000 sec): 3 clusters
  Score: Raw -704732.117537 + Penalty 2937.661595 = -701794.455941
  nChanged 8
		SP:Iteration 60F (6547.140000 sec): 3 clusters
  Score: Raw -704733.385727 + Penalty 2937.661595 = -701795.724131
  nChanged 5
		SP:Iteration 61Q (6547.370000 sec): 3 clusters
  Score: Raw -704734.328398 + Penalty 2937.661595 = -701796.666802
  nChanged 5
		SP:Iteration 62Q (6547.580000 sec): 3 clusters
  Score: Raw -704734.890492 + Penalty 2937.661595 = -701797.228896
  nChanged 10
		SP:Iteration 63Q (6547.760000 sec): 3 clusters
  Score: Raw -704736.153921 + Penalty 2937.661595 = -701798.492325
  nChanged 5
		SP:Iteration 64Q (6547.940000 sec): 3 clusters
  Score: Raw -704737.854888 + Penalty 2937.661595 = -701800.193292
  nChanged 6
		SP:Iteration 65Q (6548.180000 sec): 3 clusters
  Score: Raw -704739.136003 + Penalty 2937.661595 = -701801.474407
  nChanged 5
		SP:Iteration 66Q (6548.380000 sec): 3 clusters
  Score: Raw -704739.866633 + Penalty 2937.661595 = -701802.205037
  nChanged 6
		SP:Iteration 67Q (6548.590000 sec): 3 clusters
  Score: Raw -704740.605454 + Penalty 2937.661595 = -701802.943858
  nChanged 4
		SP:Iteration 68Q (6548.850000 sec): 3 clusters
  Score: Raw -704741.035255 + Penalty 2937.661595 = -701803.373660
  nChanged 6
		SP:Iteration 69Q (6549.020000 sec): 3 clusters
  Score: Raw -704742.193038 + Penalty 2937.661595 = -701804.531442
  nChanged 4
		SP:Iteration 70Q (6549.270000 sec): 3 clusters
  Score: Raw -704742.874607 + Penalty 2937.661595 = -701805.213011
  nChanged 5
		SP:Iteration 71Q (6549.440000 sec): 3 clusters
  Score: Raw -704743.804725 + Penalty 2937.661595 = -701806.143130
  nChanged 5
		SP:Iteration 72Q (6549.660000 sec): 3 clusters
  Score: Raw -704744.297916 + Penalty 2937.661595 = -701806.636320
  nChanged 1
		SP:Iteration 73Q (6549.900000 sec): 3 clusters
  Score: Raw -704744.451988 + Penalty 2937.661595 = -701806.790393
  nChanged 0
		SP:Iteration 74F (6550.100000 sec): 3 clusters
  Score: Raw -704744.451988 + Penalty 2937.661595 = -701806.790393
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (17216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6550.280000 sec): 2 clusters
  Score: Raw -1466687.757448 + Penalty 1584.959100 = -1465102.798347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6550.550000 sec): 3 clusters
  Score: Raw -1456515.324582 + Penalty 3169.918200 = -1453345.406381
  nChanged 7646
		SP:Iteration 1F (6550.820000 sec): 3 clusters
  Score: Raw -1460780.350164 + Penalty 3169.918200 = -1457610.431964
  nChanged 1117
		SP:Iteration 2F (6551.090000 sec): 3 clusters
  Score: Raw -1461413.266284 + Penalty 3169.918200 = -1458243.348083
  nChanged 1118
		SP:Iteration 3F (6551.370000 sec): 3 clusters
  Score: Raw -1462227.131291 + Penalty 3169.918200 = -1459057.213091
  nChanged 1209
		SP:Iteration 4F (6551.640000 sec): 3 clusters
  Score: Raw -1463292.320452 + Penalty 3169.918200 = -1460122.402252
  nChanged 1220
		SP:Iteration 5F (6551.910000 sec): 3 clusters
  Score: Raw -1464427.488066 + Penalty 3169.918200 = -1461257.569866
  nChanged 1152
		SP:Iteration 6F (6552.210000 sec): 3 clusters
  Score: Raw -1465265.670513 + Penalty 3169.918200 = -1462095.752313
  nChanged 935
		SP:Iteration 7F (6552.470000 sec): 3 clusters
  Score: Raw -1465821.880313 + Penalty 3169.918200 = -1462651.962112
  nChanged 736
		SP:Iteration 8Q (6552.710000 sec): 3 clusters
  Score: Raw -1466195.700114 + Penalty 3169.918200 = -1463025.781914
  nChanged 598
		SP:Iteration 9Q (6553.020000 sec): 3 clusters
  Score: Raw -1466479.080356 + Penalty 3169.918200 = -1463309.162156
  nChanged 496
		SP:Iteration 10Q (6553.290000 sec): 3 clusters
  Score: Raw -1466703.376896 + Penalty 3169.918200 = -1463533.458695
  nChanged 410
		SP:Iteration 11Q (6553.530000 sec): 3 clusters
  Score: Raw -1466899.373424 + Penalty 3169.918200 = -1463729.455224
  nChanged 368
		SP:Iteration 12Q (6553.780000 sec): 3 clusters
  Score: Raw -1467082.609348 + Penalty 3169.918200 = -1463912.691147
  nChanged 356
		SP:Iteration 13Q (6553.980000 sec): 3 clusters
  Score: Raw -1467281.203167 + Penalty 3169.918200 = -1464111.284966
  nChanged 365
		SP:Iteration 14Q (6554.240000 sec): 3 clusters
  Score: Raw -1467485.720728 + Penalty 3169.918200 = -1464315.802528
  nChanged 341
		SP:Iteration 15Q (6554.510000 sec): 3 clusters
  Score: Raw -1467682.642883 + Penalty 3169.918200 = -1464512.724682
  nChanged 303
		SP:Iteration 16Q (6554.750000 sec): 3 clusters
  Score: Raw -1467819.022312 + Penalty 3169.918200 = -1464649.104111
  nChanged 226
		SP:Iteration 17Q (6555.050000 sec): 3 clusters
  Score: Raw -1467885.018366 + Penalty 3169.918200 = -1464715.100165
  nChanged 181
		SP:Iteration 18Q (6555.290000 sec): 3 clusters
  Score: Raw -1467930.357215 + Penalty 3169.918200 = -1464760.439015
  nChanged 149
		SP:Iteration 19Q (6555.580000 sec): 3 clusters
  Score: Raw -1467964.034108 + Penalty 3169.918200 = -1464794.115907
  nChanged 145
		SP:Iteration 20F (6555.800000 sec): 3 clusters
  Score: Raw -1467997.069333 + Penalty 3169.918200 = -1464827.151133
  nChanged 110
		SP:Iteration 21Q (6556.080000 sec): 3 clusters
  Score: Raw -1468021.674991 + Penalty 3169.918200 = -1464851.756790
  nChanged 103
		SP:Iteration 22Q (6556.300000 sec): 3 clusters
  Score: Raw -1468042.887021 + Penalty 3169.918200 = -1464872.968821
  nChanged 93
		SP:Iteration 23Q (6556.580000 sec): 3 clusters
  Score: Raw -1468057.599640 + Penalty 3169.918200 = -1464887.681440
  nChanged 90
		SP:Iteration 24Q (6556.820000 sec): 3 clusters
  Score: Raw -1468072.529007 + Penalty 3169.918200 = -1464902.610807
  nChanged 70
		SP:Iteration 25Q (6557.120000 sec): 3 clusters
  Score: Raw -1468082.620344 + Penalty 3169.918200 = -1464912.702144
  nChanged 69
		SP:Iteration 26Q (6557.370000 sec): 3 clusters
  Score: Raw -1468091.456878 + Penalty 3169.918200 = -1464921.538677
  nChanged 62
		SP:Iteration 27Q (6557.640000 sec): 3 clusters
  Score: Raw -1468100.502743 + Penalty 3169.918200 = -1464930.584543
  nChanged 59
		SP:Iteration 28Q (6557.920000 sec): 3 clusters
  Score: Raw -1468108.488569 + Penalty 3169.918200 = -1464938.570369
  nChanged 46
		SP:Iteration 29Q (6558.200000 sec): 3 clusters
  Score: Raw -1468113.659622 + Penalty 3169.918200 = -1464943.741421
  nChanged 37
		SP:Iteration 30Q (6558.460000 sec): 3 clusters
  Score: Raw -1468117.358429 + Penalty 3169.918200 = -1464947.440229
  nChanged 27
		SP:Iteration 31Q (6558.780000 sec): 3 clusters
  Score: Raw -1468119.976862 + Penalty 3169.918200 = -1464950.058662
  nChanged 13
		SP:Iteration 32Q (6559.080000 sec): 3 clusters
  Score: Raw -1468120.883120 + Penalty 3169.918200 = -1464950.964919
  nChanged 9
		SP:Iteration 33Q (6559.360000 sec): 3 clusters
  Score: Raw -1468121.310732 + Penalty 3169.918200 = -1464951.392531
  nChanged 4
		SP:Iteration 34Q (6559.650000 sec): 3 clusters
  Score: Raw -1468121.643733 + Penalty 3169.918200 = -1464951.725532
  nChanged 9
		SP:Iteration 35Q (6559.860000 sec): 3 clusters
  Score: Raw -1468122.148345 + Penalty 3169.918200 = -1464952.230145
  nChanged 4
		SP:Iteration 36Q (6560.060000 sec): 3 clusters
  Score: Raw -1468122.528548 + Penalty 3169.918200 = -1464952.610347
  nChanged 4
		SP:Iteration 37Q (6560.320000 sec): 3 clusters
  Score: Raw -1468122.741711 + Penalty 3169.918200 = -1464952.823510
  nChanged 3
		SP:Iteration 38Q (6560.600000 sec): 3 clusters
  Score: Raw -1468122.930498 + Penalty 3169.918200 = -1464953.012298
  nChanged 3
		SP:Iteration 39Q (6560.830000 sec): 3 clusters
  Score: Raw -1468123.119211 + Penalty 3169.918200 = -1464953.201011
  nChanged 1
		SP:Iteration 40F (6561.200000 sec): 3 clusters
  Score: Raw -1468123.181993 + Penalty 3169.918200 = -1464953.263793
  nChanged 1
		SP:Iteration 41Q (6561.450000 sec): 3 clusters
  Score: Raw -1468123.236846 + Penalty 3169.918200 = -1464953.318646
  nChanged 1
		SP:Iteration 42Q (6561.700000 sec): 3 clusters
  Score: Raw -1468123.263086 + Penalty 3169.918200 = -1464953.344885
  nChanged 0
		SP:Iteration 43F (6562.000000 sec): 3 clusters
  Score: Raw -1468123.263086 + Penalty 3169.918200 = -1464953.344885
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (6781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6562.130000 sec): 2 clusters
  Score: Raw -502666.662671 + Penalty 1433.555478 = -501233.107194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6562.340000 sec): 3 clusters
  Score: Raw -499018.832637 + Penalty 2867.110955 = -496151.721681
  nChanged 2850
		SP:Iteration 1F (6562.510000 sec): 3 clusters
  Score: Raw -500896.189864 + Penalty 2867.110955 = -498029.078908
  nChanged 650
		SP:Iteration 2F (6562.740000 sec): 3 clusters
  Score: Raw -501551.840844 + Penalty 2867.110955 = -498684.729889
  nChanged 629
		SP:Iteration 3F (6562.880000 sec): 3 clusters
  Score: Raw -502210.351340 + Penalty 2867.110955 = -499343.240385
  nChanged 540
		SP:Iteration 4F (6563.080000 sec): 3 clusters
  Score: Raw -502674.302147 + Penalty 2867.110955 = -499807.191192
  nChanged 406
		SP:Iteration 5F (6563.280000 sec): 3 clusters
  Score: Raw -503010.635162 + Penalty 2867.110955 = -500143.524207
  nChanged 311
		SP:Iteration 6Q (6563.480000 sec): 3 clusters
  Score: Raw -503239.578680 + Penalty 2867.110955 = -500372.467724
  nChanged 232
		SP:Iteration 7Q (6563.630000 sec): 3 clusters
  Score: Raw -503391.259641 + Penalty 2867.110955 = -500524.148685
  nChanged 172
		SP:Iteration 8Q (6563.800000 sec): 3 clusters
  Score: Raw -503483.474334 + Penalty 2867.110955 = -500616.363379
  nChanged 135
		SP:Iteration 9Q (6564.000000 sec): 3 clusters
  Score: Raw -503542.501002 + Penalty 2867.110955 = -500675.390047
  nChanged 100
		SP:Iteration 10Q (6564.190000 sec): 3 clusters
  Score: Raw -503585.513909 + Penalty 2867.110955 = -500718.402953
  nChanged 84
		SP:Iteration 11Q (6564.370000 sec): 3 clusters
  Score: Raw -503619.117695 + Penalty 2867.110955 = -500752.006739
  nChanged 74
		SP:Iteration 12Q (6564.560000 sec): 3 clusters
  Score: Raw -503639.177136 + Penalty 2867.110955 = -500772.066181
  nChanged 50
		SP:Iteration 13Q (6564.750000 sec): 3 clusters
  Score: Raw -503654.816510 + Penalty 2867.110955 = -500787.705555
  nChanged 44
		SP:Iteration 14Q (6564.940000 sec): 3 clusters
  Score: Raw -503663.857559 + Penalty 2867.110955 = -500796.746603
  nChanged 37
		SP:Iteration 15Q (6565.120000 sec): 3 clusters
  Score: Raw -503671.016665 + Penalty 2867.110955 = -500803.905710
  nChanged 39
		SP:Iteration 16Q (6565.310000 sec): 3 clusters
  Score: Raw -503680.738950 + Penalty 2867.110955 = -500813.627994
  nChanged 38
		SP:Iteration 17Q (6565.500000 sec): 3 clusters
  Score: Raw -503691.478220 + Penalty 2867.110955 = -500824.367265
  nChanged 28
		SP:Iteration 18Q (6565.690000 sec): 3 clusters
  Score: Raw -503698.820944 + Penalty 2867.110955 = -500831.709989
  nChanged 30
		SP:Iteration 19Q (6565.880000 sec): 3 clusters
  Score: Raw -503705.707560 + Penalty 2867.110955 = -500838.596605
  nChanged 31
		SP:Iteration 20F (6566.070000 sec): 3 clusters
  Score: Raw -503712.126076 + Penalty 2867.110955 = -500845.015121
  nChanged 27
		SP:Iteration 21Q (6566.250000 sec): 3 clusters
  Score: Raw -503718.357397 + Penalty 2867.110955 = -500851.246442
  nChanged 27
		SP:Iteration 22Q (6566.440000 sec): 3 clusters
  Score: Raw -503723.828183 + Penalty 2867.110955 = -500856.717228
  nChanged 21
		SP:Iteration 23Q (6566.660000 sec): 3 clusters
  Score: Raw -503729.456075 + Penalty 2867.110955 = -500862.345119
  nChanged 23
		SP:Iteration 24Q (6566.860000 sec): 3 clusters
  Score: Raw -503734.376302 + Penalty 2867.110955 = -500867.265347
  nChanged 17
		SP:Iteration 25Q (6567.030000 sec): 3 clusters
  Score: Raw -503737.926662 + Penalty 2867.110955 = -500870.815707
  nChanged 14
		SP:Iteration 26Q (6567.220000 sec): 3 clusters
  Score: Raw -503741.400868 + Penalty 2867.110955 = -500874.289913
  nChanged 21
		SP:Iteration 27Q (6567.420000 sec): 3 clusters
  Score: Raw -503746.072551 + Penalty 2867.110955 = -500878.961595
  nChanged 23
		SP:Iteration 28Q (6567.570000 sec): 3 clusters
  Score: Raw -503749.665172 + Penalty 2867.110955 = -500882.554216
  nChanged 15
		SP:Iteration 29Q (6567.750000 sec): 3 clusters
  Score: Raw -503753.940435 + Penalty 2867.110955 = -500886.829479
  nChanged 18
		SP:Iteration 30Q (6567.920000 sec): 3 clusters
  Score: Raw -503758.406307 + Penalty 2867.110955 = -500891.295351
  nChanged 20
		SP:Iteration 31Q (6568.170000 sec): 3 clusters
  Score: Raw -503763.742507 + Penalty 2867.110955 = -500896.631551
  nChanged 22
		SP:Iteration 32Q (6568.390000 sec): 3 clusters
  Score: Raw -503770.726505 + Penalty 2867.110955 = -500903.615550
  nChanged 24
		SP:Iteration 33Q (6568.550000 sec): 3 clusters
  Score: Raw -503776.360410 + Penalty 2867.110955 = -500909.249455
  nChanged 22
		SP:Iteration 34Q (6568.750000 sec): 3 clusters
  Score: Raw -503782.565971 + Penalty 2867.110955 = -500915.455016
  nChanged 26
		SP:Iteration 35Q (6568.910000 sec): 3 clusters
  Score: Raw -503798.552039 + Penalty 2867.110955 = -500931.441084
  nChanged 46
		SP:Iteration 36Q (6569.090000 sec): 3 clusters
  Score: Raw -503820.015212 + Penalty 2867.110955 = -500952.904257
  nChanged 43
		SP:Iteration 37Q (6569.270000 sec): 3 clusters
  Score: Raw -503845.493885 + Penalty 2867.110955 = -500978.382930
  nChanged 54
		SP:Iteration 38Q (6569.420000 sec): 3 clusters
  Score: Raw -503875.832887 + Penalty 2867.110955 = -501008.721931
  nChanged 51
		SP:Iteration 39Q (6569.610000 sec): 3 clusters
  Score: Raw -503902.927846 + Penalty 2867.110955 = -501035.816891
  nChanged 48
		SP:Iteration 40F (6569.780000 sec): 3 clusters
  Score: Raw -503920.305434 + Penalty 2867.110955 = -501053.194479
  nChanged 47
		SP:Iteration 41Q (6569.940000 sec): 3 clusters
  Score: Raw -503938.149126 + Penalty 2867.110955 = -501071.038171
  nChanged 51
		SP:Iteration 42Q (6570.100000 sec): 3 clusters
  Score: Raw -503961.232012 + Penalty 2867.110955 = -501094.121056
  nChanged 55
		SP:Iteration 43Q (6570.320000 sec): 3 clusters
  Score: Raw -503982.842891 + Penalty 2867.110955 = -501115.731935
  nChanged 42
		SP:Iteration 44Q (6570.420000 sec): 3 clusters
  Score: Raw -503998.359452 + Penalty 2867.110955 = -501131.248497
  nChanged 40
		SP:Iteration 45Q (6570.670000 sec): 3 clusters
  Score: Raw -504014.778338 + Penalty 2867.110955 = -501147.667383
  nChanged 46
		SP:Iteration 46Q (6570.880000 sec): 3 clusters
  Score: Raw -504027.380249 + Penalty 2867.110955 = -501160.269293
  nChanged 37
		SP:Iteration 47Q (6571.080000 sec): 3 clusters
  Score: Raw -504035.449058 + Penalty 2867.110955 = -501168.338102
  nChanged 25
		SP:Iteration 48Q (6571.260000 sec): 3 clusters
  Score: Raw -504042.592227 + Penalty 2867.110955 = -501175.481271
  nChanged 27
		SP:Iteration 49Q (6571.460000 sec): 3 clusters
  Score: Raw -504049.374422 + Penalty 2867.110955 = -501182.263467
  nChanged 28
		SP:Iteration 50Q (6571.690000 sec): 3 clusters
  Score: Raw -504056.118658 + Penalty 2867.110955 = -501189.007703
  nChanged 21
		SP:Iteration 51Q (6571.880000 sec): 3 clusters
  Score: Raw -504060.096034 + Penalty 2867.110955 = -501192.985079
  nChanged 12
		SP:Iteration 52Q (6572.080000 sec): 3 clusters
  Score: Raw -504062.169487 + Penalty 2867.110955 = -501195.058531
  nChanged 11
		SP:Iteration 53Q (6572.260000 sec): 3 clusters
  Score: Raw -504064.410363 + Penalty 2867.110955 = -501197.299407
  nChanged 12
		SP:Iteration 54Q (6572.460000 sec): 3 clusters
  Score: Raw -504066.326016 + Penalty 2867.110955 = -501199.215061
  nChanged 9
		SP:Iteration 55Q (6572.640000 sec): 3 clusters
  Score: Raw -504067.718220 + Penalty 2867.110955 = -501200.607265
  nChanged 7
		SP:Iteration 56Q (6572.830000 sec): 3 clusters
  Score: Raw -504068.686941 + Penalty 2867.110955 = -501201.575986
  nChanged 6
		SP:Iteration 57Q (6573.020000 sec): 3 clusters
  Score: Raw -504069.766882 + Penalty 2867.110955 = -501202.655926
  nChanged 9
		SP:Iteration 58Q (6573.210000 sec): 3 clusters
  Score: Raw -504072.491739 + Penalty 2867.110955 = -501205.380784
  nChanged 15
		SP:Iteration 59Q (6573.400000 sec): 3 clusters
  Score: Raw -504076.044965 + Penalty 2867.110955 = -501208.934010
  nChanged 16
		SP:Iteration 60F (6573.580000 sec): 3 clusters
  Score: Raw -504080.601541 + Penalty 2867.110955 = -501213.490585
  nChanged 18
		SP:Iteration 61Q (6573.770000 sec): 3 clusters
  Score: Raw -504084.487703 + Penalty 2867.110955 = -501217.376748
  nChanged 21
		SP:Iteration 62Q (6573.990000 sec): 3 clusters
  Score: Raw -504088.400129 + Penalty 2867.110955 = -501221.289174
  nChanged 18
		SP:Iteration 63Q (6574.160000 sec): 3 clusters
  Score: Raw -504093.017056 + Penalty 2867.110955 = -501225.906100
  nChanged 18
		SP:Iteration 64Q (6574.340000 sec): 3 clusters
  Score: Raw -504097.135723 + Penalty 2867.110955 = -501230.024768
  nChanged 24
		SP:Iteration 65Q (6574.540000 sec): 3 clusters
  Score: Raw -504102.942113 + Penalty 2867.110955 = -501235.831158
  nChanged 18
		SP:Iteration 66Q (6574.760000 sec): 3 clusters
  Score: Raw -504108.082600 + Penalty 2867.110955 = -501240.971645
  nChanged 17
		SP:Iteration 67Q (6574.960000 sec): 3 clusters
  Score: Raw -504111.159435 + Penalty 2867.110955 = -501244.048480
  nChanged 12
		SP:Iteration 68Q (6575.150000 sec): 3 clusters
  Score: Raw -504113.933601 + Penalty 2867.110955 = -501246.822645
  nChanged 12
		SP:Iteration 69Q (6575.420000 sec): 3 clusters
  Score: Raw -504115.695292 + Penalty 2867.110955 = -501248.584337
  nChanged 6
		SP:Iteration 70Q (6575.620000 sec): 3 clusters
  Score: Raw -504116.380328 + Penalty 2867.110955 = -501249.269373
  nChanged 2
		SP:Iteration 71Q (6575.890000 sec): 3 clusters
  Score: Raw -504116.802196 + Penalty 2867.110955 = -501249.691241
  nChanged 4
		SP:Iteration 72Q (6576.080000 sec): 3 clusters
  Score: Raw -504117.453158 + Penalty 2867.110955 = -501250.342203
  nChanged 3
		SP:Iteration 73Q (6576.270000 sec): 3 clusters
  Score: Raw -504117.653305 + Penalty 2867.110955 = -501250.542349
  nChanged 2
		SP:Iteration 74Q (6576.460000 sec): 3 clusters
  Score: Raw -504117.893536 + Penalty 2867.110955 = -501250.782581
  nChanged 0
		SP:Iteration 75F (6576.680000 sec): 3 clusters
  Score: Raw -504117.893536 + Penalty 2867.110955 = -501250.782581
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (5916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6576.790000 sec): 2 clusters
  Score: Raw -424998.023129 + Penalty 1411.380071 = -423586.643057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6576.980000 sec): 3 clusters
  Score: Raw -421867.873062 + Penalty 2822.760143 = -419045.112919
  nChanged 2463
		SP:Iteration 1F (6577.210000 sec): 3 clusters
  Score: Raw -423503.094417 + Penalty 2822.760143 = -420680.334274
  nChanged 548
		SP:Iteration 2F (6577.440000 sec): 3 clusters
  Score: Raw -423906.351471 + Penalty 2822.760143 = -421083.591329
  nChanged 436
		SP:Iteration 3F (6577.630000 sec): 3 clusters
  Score: Raw -424247.103219 + Penalty 2822.760143 = -421424.343076
  nChanged 365
		SP:Iteration 4F (6577.800000 sec): 3 clusters
  Score: Raw -424543.430621 + Penalty 2822.760143 = -421720.670478
  nChanged 319
		SP:Iteration 5F (6577.980000 sec): 3 clusters
  Score: Raw -424803.733125 + Penalty 2822.760143 = -421980.972983
  nChanged 282
		SP:Iteration 6Q (6578.160000 sec): 3 clusters
  Score: Raw -424991.995830 + Penalty 2822.760143 = -422169.235687
  nChanged 231
		SP:Iteration 7Q (6578.310000 sec): 3 clusters
  Score: Raw -425127.881953 + Penalty 2822.760143 = -422305.121811
  nChanged 194
		SP:Iteration 8Q (6578.460000 sec): 3 clusters
  Score: Raw -425226.711363 + Penalty 2822.760143 = -422403.951220
  nChanged 158
		SP:Iteration 9Q (6578.640000 sec): 3 clusters
  Score: Raw -425296.720642 + Penalty 2822.760143 = -422473.960499
  nChanged 128
		SP:Iteration 10Q (6578.880000 sec): 3 clusters
  Score: Raw -425357.854888 + Penalty 2822.760143 = -422535.094745
  nChanged 122
		SP:Iteration 11Q (6579.040000 sec): 3 clusters
  Score: Raw -425418.945590 + Penalty 2822.760143 = -422596.185447
  nChanged 115
		SP:Iteration 12Q (6579.200000 sec): 3 clusters
  Score: Raw -425465.237178 + Penalty 2822.760143 = -422642.477036
  nChanged 95
		SP:Iteration 13Q (6579.350000 sec): 3 clusters
  Score: Raw -425503.242453 + Penalty 2822.760143 = -422680.482311
  nChanged 78
		SP:Iteration 14Q (6579.500000 sec): 3 clusters
  Score: Raw -425535.143488 + Penalty 2822.760143 = -422712.383345
  nChanged 82
		SP:Iteration 15Q (6579.660000 sec): 3 clusters
  Score: Raw -425569.598630 + Penalty 2822.760143 = -422746.838488
  nChanged 92
		SP:Iteration 16Q (6579.810000 sec): 3 clusters
  Score: Raw -425608.075225 + Penalty 2822.760143 = -422785.315082
  nChanged 80
		SP:Iteration 17Q (6579.960000 sec): 3 clusters
  Score: Raw -425639.800928 + Penalty 2822.760143 = -422817.040785
  nChanged 76
		SP:Iteration 18Q (6580.120000 sec): 3 clusters
  Score: Raw -425670.488152 + Penalty 2822.760143 = -422847.728009
  nChanged 76
		SP:Iteration 19Q (6580.270000 sec): 3 clusters
  Score: Raw -425703.548809 + Penalty 2822.760143 = -422880.788666
  nChanged 76
		SP:Iteration 20F (6580.420000 sec): 3 clusters
  Score: Raw -425734.653438 + Penalty 2822.760143 = -422911.893295
  nChanged 75
		SP:Iteration 21Q (6580.580000 sec): 3 clusters
  Score: Raw -425767.559353 + Penalty 2822.760143 = -422944.799210
  nChanged 73
		SP:Iteration 22Q (6580.770000 sec): 3 clusters
  Score: Raw -425799.604805 + Penalty 2822.760143 = -422976.844662
  nChanged 71
		SP:Iteration 23Q (6580.920000 sec): 3 clusters
  Score: Raw -425834.356832 + Penalty 2822.760143 = -423011.596689
  nChanged 62
		SP:Iteration 24Q (6581.080000 sec): 3 clusters
  Score: Raw -425863.123193 + Penalty 2822.760143 = -423040.363050
  nChanged 63
		SP:Iteration 25Q (6581.290000 sec): 3 clusters
  Score: Raw -425888.313662 + Penalty 2822.760143 = -423065.553519
  nChanged 39
		SP:Iteration 26Q (6581.470000 sec): 3 clusters
  Score: Raw -425900.172466 + Penalty 2822.760143 = -423077.412324
  nChanged 37
		SP:Iteration 27Q (6581.680000 sec): 3 clusters
  Score: Raw -425908.776397 + Penalty 2822.760143 = -423086.016254
  nChanged 26
		SP:Iteration 28Q (6581.840000 sec): 3 clusters
  Score: Raw -425914.962099 + Penalty 2822.760143 = -423092.201956
  nChanged 14
		SP:Iteration 29Q (6582.000000 sec): 3 clusters
  Score: Raw -425918.990599 + Penalty 2822.760143 = -423096.230457
  nChanged 20
		SP:Iteration 30Q (6582.190000 sec): 3 clusters
  Score: Raw -425924.960875 + Penalty 2822.760143 = -423102.200732
  nChanged 26
		SP:Iteration 31Q (6582.340000 sec): 3 clusters
  Score: Raw -425932.603628 + Penalty 2822.760143 = -423109.843485
  nChanged 24
		SP:Iteration 32Q (6582.560000 sec): 3 clusters
  Score: Raw -425937.987442 + Penalty 2822.760143 = -423115.227299
  nChanged 16
		SP:Iteration 33Q (6582.740000 sec): 3 clusters
  Score: Raw -425942.969356 + Penalty 2822.760143 = -423120.209213
  nChanged 18
		SP:Iteration 34Q (6582.970000 sec): 3 clusters
  Score: Raw -425950.575689 + Penalty 2822.760143 = -423127.815546
  nChanged 23
		SP:Iteration 35Q (6583.160000 sec): 3 clusters
  Score: Raw -425956.341914 + Penalty 2822.760143 = -423133.581771
  nChanged 10
		SP:Iteration 36Q (6583.370000 sec): 3 clusters
  Score: Raw -425958.321892 + Penalty 2822.760143 = -423135.561749
  nChanged 10
		SP:Iteration 37Q (6583.550000 sec): 3 clusters
  Score: Raw -425960.359221 + Penalty 2822.760143 = -423137.599078
  nChanged 12
		SP:Iteration 38Q (6583.730000 sec): 3 clusters
  Score: Raw -425963.024787 + Penalty 2822.760143 = -423140.264644
  nChanged 7
		SP:Iteration 39Q (6583.940000 sec): 3 clusters
  Score: Raw -425965.313097 + Penalty 2822.760143 = -423142.552954
  nChanged 10
		SP:Iteration 40F (6584.150000 sec): 3 clusters
  Score: Raw -425968.811944 + Penalty 2822.760143 = -423146.051801
  nChanged 13
		SP:Iteration 41Q (6584.370000 sec): 3 clusters
  Score: Raw -425973.721312 + Penalty 2822.760143 = -423150.961170
  nChanged 16
		SP:Iteration 42Q (6584.560000 sec): 3 clusters
  Score: Raw -425977.685023 + Penalty 2822.760143 = -423154.924880
  nChanged 15
		SP:Iteration 43Q (6584.770000 sec): 3 clusters
  Score: Raw -425981.412658 + Penalty 2822.760143 = -423158.652515
  nChanged 12
		SP:Iteration 44Q (6585.020000 sec): 3 clusters
  Score: Raw -425984.260160 + Penalty 2822.760143 = -423161.500017
  nChanged 8
		SP:Iteration 45Q (6585.210000 sec): 3 clusters
  Score: Raw -425986.812409 + Penalty 2822.760143 = -423164.052266
  nChanged 8
		SP:Iteration 46Q (6585.390000 sec): 3 clusters
  Score: Raw -425990.592718 + Penalty 2822.760143 = -423167.832576
  nChanged 8
		SP:Iteration 47Q (6585.570000 sec): 3 clusters
  Score: Raw -425992.837558 + Penalty 2822.760143 = -423170.077415
  nChanged 8
		SP:Iteration 48Q (6585.720000 sec): 3 clusters
  Score: Raw -425994.599898 + Penalty 2822.760143 = -423171.839756
  nChanged 10
		SP:Iteration 49Q (6585.900000 sec): 3 clusters
  Score: Raw -425997.843022 + Penalty 2822.760143 = -423175.082879
  nChanged 11
		SP:Iteration 50Q (6586.090000 sec): 3 clusters
  Score: Raw -426002.232717 + Penalty 2822.760143 = -423179.472574
  nChanged 12
		SP:Iteration 51Q (6586.250000 sec): 3 clusters
  Score: Raw -426005.298044 + Penalty 2822.760143 = -423182.537901
  nChanged 11
		SP:Iteration 52Q (6586.450000 sec): 3 clusters
  Score: Raw -426008.095315 + Penalty 2822.760143 = -423185.335172
  nChanged 10
		SP:Iteration 53Q (6586.610000 sec): 3 clusters
  Score: Raw -426011.157807 + Penalty 2822.760143 = -423188.397664
  nChanged 13
		SP:Iteration 54Q (6586.800000 sec): 3 clusters
  Score: Raw -426015.464660 + Penalty 2822.760143 = -423192.704517
  nChanged 13
		SP:Iteration 55Q (6587.000000 sec): 3 clusters
  Score: Raw -426019.428052 + Penalty 2822.760143 = -423196.667909
  nChanged 8
		SP:Iteration 56Q (6587.200000 sec): 3 clusters
  Score: Raw -426021.834851 + Penalty 2822.760143 = -423199.074708
  nChanged 6
		SP:Iteration 57Q (6587.400000 sec): 3 clusters
  Score: Raw -426023.810299 + Penalty 2822.760143 = -423201.050156
  nChanged 4
		SP:Iteration 58Q (6587.600000 sec): 3 clusters
  Score: Raw -426025.002580 + Penalty 2822.760143 = -423202.242437
  nChanged 4
		SP:Iteration 59Q (6587.840000 sec): 3 clusters
  Score: Raw -426025.570262 + Penalty 2822.760143 = -423202.810119
  nChanged 3
		SP:Iteration 60F (6588.000000 sec): 3 clusters
  Score: Raw -426026.646087 + Penalty 2822.760143 = -423203.885944
  nChanged 3
		SP:Iteration 61Q (6588.210000 sec): 3 clusters
  Score: Raw -426027.921569 + Penalty 2822.760143 = -423205.161426
  nChanged 4
		SP:Iteration 62Q (6588.400000 sec): 3 clusters
  Score: Raw -426029.186626 + Penalty 2822.760143 = -423206.426483
  nChanged 2
		SP:Iteration 63Q (6588.710000 sec): 3 clusters
  Score: Raw -426030.089096 + Penalty 2822.760143 = -423207.328953
  nChanged 2
		SP:Iteration 64Q (6588.920000 sec): 3 clusters
  Score: Raw -426030.318049 + Penalty 2822.760143 = -423207.557906
  nChanged 0
		SP:Iteration 65F (6589.050000 sec): 3 clusters
  Score: Raw -426030.318049 + Penalty 2822.760143 = -423207.557906
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (7987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6589.200000 sec): 2 clusters
  Score: Raw -600060.851307 + Penalty 1460.155206 = -598600.696101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6589.310000 sec): 3 clusters
  Score: Raw -595724.137307 + Penalty 2920.310412 = -592803.826895
  nChanged 3343
		SP:Iteration 1F (6589.480000 sec): 3 clusters
  Score: Raw -597925.410567 + Penalty 2920.310412 = -595005.100155
  nChanged 715
		SP:Iteration 2F (6589.700000 sec): 3 clusters
  Score: Raw -598555.191955 + Penalty 2920.310412 = -595634.881543
  nChanged 667
		SP:Iteration 3F (6589.920000 sec): 3 clusters
  Score: Raw -599256.500063 + Penalty 2920.310412 = -596336.189651
  nChanged 619
		SP:Iteration 4F (6590.090000 sec): 3 clusters
  Score: Raw -599872.314503 + Penalty 2920.310412 = -596952.004091
  nChanged 525
		SP:Iteration 5F (6590.330000 sec): 3 clusters
  Score: Raw -600258.605800 + Penalty 2920.310412 = -597338.295387
  nChanged 333
		SP:Iteration 6Q (6590.550000 sec): 3 clusters
  Score: Raw -600478.338042 + Penalty 2920.310412 = -597558.027630
  nChanged 256
		SP:Iteration 7Q (6590.730000 sec): 3 clusters
  Score: Raw -600623.540787 + Penalty 2920.310412 = -597703.230375
  nChanged 211
		SP:Iteration 8Q (6590.930000 sec): 3 clusters
  Score: Raw -600720.436237 + Penalty 2920.310412 = -597800.125825
  nChanged 161
		SP:Iteration 9Q (6591.150000 sec): 3 clusters
  Score: Raw -600797.317603 + Penalty 2920.310412 = -597877.007191
  nChanged 136
		SP:Iteration 10Q (6591.370000 sec): 3 clusters
  Score: Raw -600862.128706 + Penalty 2920.310412 = -597941.818294
  nChanged 145
		SP:Iteration 11Q (6591.580000 sec): 3 clusters
  Score: Raw -600931.035918 + Penalty 2920.310412 = -598010.725506
  nChanged 143
		SP:Iteration 12Q (6591.770000 sec): 3 clusters
  Score: Raw -600994.837413 + Penalty 2920.310412 = -598074.527000
  nChanged 127
		SP:Iteration 13Q (6591.960000 sec): 3 clusters
  Score: Raw -601056.605987 + Penalty 2920.310412 = -598136.295575
  nChanged 138
		SP:Iteration 14Q (6592.170000 sec): 3 clusters
  Score: Raw -601159.883447 + Penalty 2920.310412 = -598239.573035
  nChanged 141
		SP:Iteration 15Q (6592.390000 sec): 3 clusters
  Score: Raw -601287.201667 + Penalty 2920.310412 = -598366.891255
  nChanged 140
		SP:Iteration 16Q (6592.580000 sec): 3 clusters
  Score: Raw -601367.143322 + Penalty 2920.310412 = -598446.832910
  nChanged 128
		SP:Iteration 17Q (6592.780000 sec): 3 clusters
  Score: Raw -601423.685843 + Penalty 2920.310412 = -598503.375431
  nChanged 96
		SP:Iteration 18Q (6592.970000 sec): 3 clusters
  Score: Raw -601462.685315 + Penalty 2920.310412 = -598542.374903
  nChanged 82
		SP:Iteration 19Q (6593.130000 sec): 3 clusters
  Score: Raw -601493.464034 + Penalty 2920.310412 = -598573.153622
  nChanged 66
		SP:Iteration 20F (6593.290000 sec): 3 clusters
  Score: Raw -601525.807933 + Penalty 2920.310412 = -598605.497521
  nChanged 68
		SP:Iteration 21Q (6593.460000 sec): 3 clusters
  Score: Raw -601566.487523 + Penalty 2920.310412 = -598646.177111
  nChanged 79
		SP:Iteration 22Q (6593.630000 sec): 3 clusters
  Score: Raw -601611.863361 + Penalty 2920.310412 = -598691.552949
  nChanged 74
		SP:Iteration 23Q (6593.790000 sec): 3 clusters
  Score: Raw -601653.641689 + Penalty 2920.310412 = -598733.331277
  nChanged 68
		SP:Iteration 24Q (6594.030000 sec): 3 clusters
  Score: Raw -601690.854078 + Penalty 2920.310412 = -598770.543666
  nChanged 64
		SP:Iteration 25Q (6594.170000 sec): 3 clusters
  Score: Raw -601719.074015 + Penalty 2920.310412 = -598798.763603
  nChanged 57
		SP:Iteration 26Q (6594.360000 sec): 3 clusters
  Score: Raw -601738.901350 + Penalty 2920.310412 = -598818.590938
  nChanged 48
		SP:Iteration 27Q (6594.540000 sec): 3 clusters
  Score: Raw -601754.478111 + Penalty 2920.310412 = -598834.167699
  nChanged 39
		SP:Iteration 28Q (6594.780000 sec): 3 clusters
  Score: Raw -601766.500473 + Penalty 2920.310412 = -598846.190061
  nChanged 36
		SP:Iteration 29Q (6594.970000 sec): 3 clusters
  Score: Raw -601775.191143 + Penalty 2920.310412 = -598854.880731
  nChanged 34
		SP:Iteration 30Q (6595.190000 sec): 3 clusters
  Score: Raw -601783.959770 + Penalty 2920.310412 = -598863.649358
  nChanged 41
		SP:Iteration 31Q (6595.350000 sec): 3 clusters
  Score: Raw -601796.931179 + Penalty 2920.310412 = -598876.620767
  nChanged 43
		SP:Iteration 32Q (6595.560000 sec): 3 clusters
  Score: Raw -601809.791456 + Penalty 2920.310412 = -598889.481044
  nChanged 46
		SP:Iteration 33Q (6595.770000 sec): 3 clusters
  Score: Raw -601824.487201 + Penalty 2920.310412 = -598904.176789
  nChanged 34
		SP:Iteration 34Q (6595.970000 sec): 3 clusters
  Score: Raw -601836.200197 + Penalty 2920.310412 = -598915.889785
  nChanged 40
		SP:Iteration 35Q (6596.210000 sec): 3 clusters
  Score: Raw -601851.326629 + Penalty 2920.310412 = -598931.016217
  nChanged 43
		SP:Iteration 36Q (6596.390000 sec): 3 clusters
  Score: Raw -601867.324281 + Penalty 2920.310412 = -598947.013869
  nChanged 36
		SP:Iteration 37Q (6596.690000 sec): 3 clusters
  Score: Raw -601880.151586 + Penalty 2920.310412 = -598959.841174
  nChanged 42
		SP:Iteration 38Q (6596.860000 sec): 3 clusters
  Score: Raw -601896.734907 + Penalty 2920.310412 = -598976.424494
  nChanged 46
		SP:Iteration 39Q (6597.090000 sec): 3 clusters
  Score: Raw -601913.331577 + Penalty 2920.310412 = -598993.021165
  nChanged 39
		SP:Iteration 40F (6597.270000 sec): 3 clusters
  Score: Raw -601924.226579 + Penalty 2920.310412 = -599003.916167
  nChanged 29
		SP:Iteration 41Q (6597.470000 sec): 3 clusters
  Score: Raw -601932.262782 + Penalty 2920.310412 = -599011.952370
  nChanged 22
		SP:Iteration 42Q (6597.730000 sec): 3 clusters
  Score: Raw -601936.703197 + Penalty 2920.310412 = -599016.392785
  nChanged 10
		SP:Iteration 43Q (6597.840000 sec): 3 clusters
  Score: Raw -601938.417817 + Penalty 2920.310412 = -599018.107405
  nChanged 6
		SP:Iteration 44Q (6598.030000 sec): 3 clusters
  Score: Raw -601939.438786 + Penalty 2920.310412 = -599019.128374
  nChanged 5
		SP:Iteration 45Q (6598.240000 sec): 3 clusters
  Score: Raw -601940.483667 + Penalty 2920.310412 = -599020.173255
  nChanged 4
		SP:Iteration 46Q (6598.420000 sec): 3 clusters
  Score: Raw -601941.483086 + Penalty 2920.310412 = -599021.172673
  nChanged 9
		SP:Iteration 47Q (6598.590000 sec): 3 clusters
  Score: Raw -601943.153593 + Penalty 2920.310412 = -599022.843181
  nChanged 7
		SP:Iteration 48Q (6598.800000 sec): 3 clusters
  Score: Raw -601944.278894 + Penalty 2920.310412 = -599023.968482
  nChanged 5
		SP:Iteration 49Q (6598.960000 sec): 3 clusters
  Score: Raw -601945.242417 + Penalty 2920.310412 = -599024.932005
  nChanged 4
		SP:Iteration 50Q (6599.170000 sec): 3 clusters
  Score: Raw -601946.190301 + Penalty 2920.310412 = -599025.879889
  nChanged 6
		SP:Iteration 51Q (6599.370000 sec): 3 clusters
  Score: Raw -601947.175378 + Penalty 2920.310412 = -599026.864966
  nChanged 5
		SP:Iteration 52Q (6599.550000 sec): 3 clusters
  Score: Raw -601947.981921 + Penalty 2920.310412 = -599027.671509
  nChanged 3
		SP:Iteration 53Q (6599.730000 sec): 3 clusters
  Score: Raw -601948.424724 + Penalty 2920.310412 = -599028.114312
  nChanged 1
		SP:Iteration 54Q (6599.900000 sec): 3 clusters
  Score: Raw -601948.529904 + Penalty 2920.310412 = -599028.219492
  nChanged 0
		SP:Iteration 55F (6600.080000 sec): 3 clusters
  Score: Raw -601948.529904 + Penalty 2920.310412 = -599028.219492
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (7793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6600.260000 sec): 2 clusters
  Score: Raw -660340.137184 + Penalty 1456.159441 = -658883.977744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6600.470000 sec): 3 clusters
  Score: Raw -656041.783428 + Penalty 2912.318881 = -653129.464546
  nChanged 3346
		SP:Iteration 1F (6600.650000 sec): 3 clusters
  Score: Raw -658750.006157 + Penalty 2912.318881 = -655837.687275
  nChanged 895
		SP:Iteration 2F (6600.830000 sec): 3 clusters
  Score: Raw -659898.871200 + Penalty 2912.318881 = -656986.552319
  nChanged 775
		SP:Iteration 3F (6601.010000 sec): 3 clusters
  Score: Raw -660723.067619 + Penalty 2912.318881 = -657810.748737
  nChanged 554
		SP:Iteration 4F (6601.190000 sec): 3 clusters
  Score: Raw -661189.847351 + Penalty 2912.318881 = -658277.528470
  nChanged 390
		SP:Iteration 5F (6601.370000 sec): 3 clusters
  Score: Raw -661505.851439 + Penalty 2912.318881 = -658593.532558
  nChanged 345
		SP:Iteration 6Q (6601.550000 sec): 3 clusters
  Score: Raw -661759.772166 + Penalty 2912.318881 = -658847.453284
  nChanged 249
		SP:Iteration 7Q (6601.820000 sec): 3 clusters
  Score: Raw -661892.448893 + Penalty 2912.318881 = -658980.130011
  nChanged 169
		SP:Iteration 8Q (6602.040000 sec): 3 clusters
  Score: Raw -661962.294357 + Penalty 2912.318881 = -659049.975476
  nChanged 123
		SP:Iteration 9Q (6602.230000 sec): 3 clusters
  Score: Raw -662005.752516 + Penalty 2912.318881 = -659093.433635
  nChanged 105
		SP:Iteration 10Q (6602.430000 sec): 3 clusters
  Score: Raw -662045.433370 + Penalty 2912.318881 = -659133.114489
  nChanged 85
		SP:Iteration 11Q (6602.650000 sec): 3 clusters
  Score: Raw -662073.727214 + Penalty 2912.318881 = -659161.408332
  nChanged 60
		SP:Iteration 12Q (6602.850000 sec): 3 clusters
  Score: Raw -662088.075153 + Penalty 2912.318881 = -659175.756271
  nChanged 48
		SP:Iteration 13Q (6603.080000 sec): 3 clusters
  Score: Raw -662096.337117 + Penalty 2912.318881 = -659184.018235
  nChanged 29
		SP:Iteration 14Q (6603.300000 sec): 3 clusters
  Score: Raw -662101.770588 + Penalty 2912.318881 = -659189.451707
  nChanged 23
		SP:Iteration 15Q (6603.480000 sec): 3 clusters
  Score: Raw -662106.019888 + Penalty 2912.318881 = -659193.701007
  nChanged 25
		SP:Iteration 16Q (6603.670000 sec): 3 clusters
  Score: Raw -662110.728341 + Penalty 2912.318881 = -659198.409460
  nChanged 26
		SP:Iteration 17Q (6603.930000 sec): 3 clusters
  Score: Raw -662116.465544 + Penalty 2912.318881 = -659204.146662
  nChanged 32
		SP:Iteration 18Q (6604.150000 sec): 3 clusters
  Score: Raw -662122.378191 + Penalty 2912.318881 = -659210.059310
  nChanged 25
		SP:Iteration 19Q (6604.340000 sec): 3 clusters
  Score: Raw -662129.025985 + Penalty 2912.318881 = -659216.707103
  nChanged 25
		SP:Iteration 20F (6604.560000 sec): 3 clusters
  Score: Raw -662133.771921 + Penalty 2912.318881 = -659221.453039
  nChanged 24
		SP:Iteration 21Q (6604.800000 sec): 3 clusters
  Score: Raw -662138.057189 + Penalty 2912.318881 = -659225.738308
  nChanged 25
		SP:Iteration 22Q (6605.060000 sec): 3 clusters
  Score: Raw -662141.787967 + Penalty 2912.318881 = -659229.469086
  nChanged 17
		SP:Iteration 23Q (6605.210000 sec): 3 clusters
  Score: Raw -662144.181723 + Penalty 2912.318881 = -659231.862841
  nChanged 10
		SP:Iteration 24Q (6605.420000 sec): 3 clusters
  Score: Raw -662146.046709 + Penalty 2912.318881 = -659233.727828
  nChanged 7
		SP:Iteration 25Q (6605.620000 sec): 3 clusters
  Score: Raw -662147.534197 + Penalty 2912.318881 = -659235.215316
  nChanged 6
		SP:Iteration 26Q (6605.800000 sec): 3 clusters
  Score: Raw -662148.440827 + Penalty 2912.318881 = -659236.121946
  nChanged 3
		SP:Iteration 27Q (6605.960000 sec): 3 clusters
  Score: Raw -662148.826957 + Penalty 2912.318881 = -659236.508076
  nChanged 4
		SP:Iteration 28Q (6606.150000 sec): 3 clusters
  Score: Raw -662149.570433 + Penalty 2912.318881 = -659237.251552
  nChanged 6
		SP:Iteration 29Q (6606.340000 sec): 3 clusters
  Score: Raw -662150.573416 + Penalty 2912.318881 = -659238.254534
  nChanged 9
		SP:Iteration 30Q (6606.520000 sec): 3 clusters
  Score: Raw -662151.643624 + Penalty 2912.318881 = -659239.324743
  nChanged 8
		SP:Iteration 31Q (6606.700000 sec): 3 clusters
  Score: Raw -662152.590698 + Penalty 2912.318881 = -659240.271816
  nChanged 6
		SP:Iteration 32Q (6606.890000 sec): 3 clusters
  Score: Raw -662153.592628 + Penalty 2912.318881 = -659241.273746
  nChanged 5
		SP:Iteration 33Q (6607.080000 sec): 3 clusters
  Score: Raw -662154.308231 + Penalty 2912.318881 = -659241.989350
  nChanged 6
		SP:Iteration 34Q (6607.250000 sec): 3 clusters
  Score: Raw -662155.375588 + Penalty 2912.318881 = -659243.056707
  nChanged 7
		SP:Iteration 35Q (6607.440000 sec): 3 clusters
  Score: Raw -662156.273960 + Penalty 2912.318881 = -659243.955078
  nChanged 7
		SP:Iteration 36Q (6607.620000 sec): 3 clusters
  Score: Raw -662157.343679 + Penalty 2912.318881 = -659245.024798
  nChanged 5
		SP:Iteration 37Q (6607.800000 sec): 3 clusters
  Score: Raw -662157.739803 + Penalty 2912.318881 = -659245.420922
  nChanged 5
		SP:Iteration 38Q (6607.990000 sec): 3 clusters
  Score: Raw -662158.682352 + Penalty 2912.318881 = -659246.363470
  nChanged 4
		SP:Iteration 39Q (6608.180000 sec): 3 clusters
  Score: Raw -662159.273205 + Penalty 2912.318881 = -659246.954323
  nChanged 7
		SP:Iteration 40F (6608.390000 sec): 3 clusters
  Score: Raw -662159.916065 + Penalty 2912.318881 = -659247.597183
  nChanged 1
		SP:Iteration 41Q (6608.640000 sec): 3 clusters
  Score: Raw -662160.144304 + Penalty 2912.318881 = -659247.825423
  nChanged 3
		SP:Iteration 42Q (6608.840000 sec): 3 clusters
  Score: Raw -662160.447959 + Penalty 2912.318881 = -659248.129077
  nChanged 2
		SP:Iteration 43Q (6609.030000 sec): 3 clusters
  Score: Raw -662160.542139 + Penalty 2912.318881 = -659248.223258
  nChanged 0
		SP:Iteration 44F (6609.240000 sec): 3 clusters
  Score: Raw -662160.542139 + Penalty 2912.318881 = -659248.223258
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (4999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6609.370000 sec): 2 clusters
  Score: Raw -454670.257819 + Penalty 1384.011390 = -453286.246429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6609.560000 sec): 3 clusters
  Score: Raw -452066.643764 + Penalty 2768.022781 = -449298.620983
  nChanged 2089
		SP:Iteration 1F (6609.730000 sec): 3 clusters
  Score: Raw -453472.677057 + Penalty 2768.022781 = -450704.654276
  nChanged 495
		SP:Iteration 2F (6609.900000 sec): 3 clusters
  Score: Raw -454044.239832 + Penalty 2768.022781 = -451276.217051
  nChanged 475
		SP:Iteration 3F (6610.040000 sec): 3 clusters
  Score: Raw -454622.038970 + Penalty 2768.022781 = -451854.016189
  nChanged 397
		SP:Iteration 4F (6610.210000 sec): 3 clusters
  Score: Raw -455002.083167 + Penalty 2768.022781 = -452234.060386
  nChanged 278
		SP:Iteration 5F (6610.370000 sec): 3 clusters
  Score: Raw -455224.035704 + Penalty 2768.022781 = -452456.012924
  nChanged 179
		SP:Iteration 6Q (6610.530000 sec): 3 clusters
  Score: Raw -455361.735313 + Penalty 2768.022781 = -452593.712533
  nChanged 163
		SP:Iteration 7Q (6610.700000 sec): 3 clusters
  Score: Raw -455484.034657 + Penalty 2768.022781 = -452716.011876
  nChanged 128
		SP:Iteration 8Q (6610.930000 sec): 3 clusters
  Score: Raw -455560.407032 + Penalty 2768.022781 = -452792.384251
  nChanged 99
		SP:Iteration 9Q (6611.090000 sec): 3 clusters
  Score: Raw -455617.780152 + Penalty 2768.022781 = -452849.757371
  nChanged 76
		SP:Iteration 10Q (6611.290000 sec): 3 clusters
  Score: Raw -455656.065318 + Penalty 2768.022781 = -452888.042537
  nChanged 69
		SP:Iteration 11Q (6611.440000 sec): 3 clusters
  Score: Raw -455688.555844 + Penalty 2768.022781 = -452920.533064
  nChanged 56
		SP:Iteration 12Q (6611.610000 sec): 3 clusters
  Score: Raw -455712.017090 + Penalty 2768.022781 = -452943.994309
  nChanged 51
		SP:Iteration 13Q (6611.800000 sec): 3 clusters
  Score: Raw -455731.296798 + Penalty 2768.022781 = -452963.274017
  nChanged 51
		SP:Iteration 14Q (6612.020000 sec): 3 clusters
  Score: Raw -455749.184753 + Penalty 2768.022781 = -452981.161972
  nChanged 47
		SP:Iteration 15Q (6612.230000 sec): 3 clusters
  Score: Raw -455767.622044 + Penalty 2768.022781 = -452999.599263
  nChanged 47
		SP:Iteration 16Q (6612.400000 sec): 3 clusters
  Score: Raw -455786.113861 + Penalty 2768.022781 = -453018.091080
  nChanged 51
		SP:Iteration 17Q (6612.550000 sec): 3 clusters
  Score: Raw -455810.083123 + Penalty 2768.022781 = -453042.060342
  nChanged 49
		SP:Iteration 18Q (6612.710000 sec): 3 clusters
  Score: Raw -455831.443677 + Penalty 2768.022781 = -453063.420896
  nChanged 47
		SP:Iteration 19Q (6612.840000 sec): 3 clusters
  Score: Raw -455859.635709 + Penalty 2768.022781 = -453091.612928
  nChanged 50
		SP:Iteration 20F (6613.030000 sec): 3 clusters
  Score: Raw -455880.568947 + Penalty 2768.022781 = -453112.546166
  nChanged 39
		SP:Iteration 21Q (6613.210000 sec): 3 clusters
  Score: Raw -455895.840166 + Penalty 2768.022781 = -453127.817385
  nChanged 40
		SP:Iteration 22Q (6613.380000 sec): 3 clusters
  Score: Raw -455914.755642 + Penalty 2768.022781 = -453146.732861
  nChanged 44
		SP:Iteration 23Q (6613.550000 sec): 3 clusters
  Score: Raw -455942.003463 + Penalty 2768.022781 = -453173.980683
  nChanged 55
		SP:Iteration 24Q (6613.750000 sec): 3 clusters
  Score: Raw -455985.315337 + Penalty 2768.022781 = -453217.292556
  nChanged 66
		SP:Iteration 25Q (6613.920000 sec): 3 clusters
  Score: Raw -456054.991189 + Penalty 2768.022781 = -453286.968409
  nChanged 70
		SP:Iteration 26Q (6614.120000 sec): 3 clusters
  Score: Raw -456147.265004 + Penalty 2768.022781 = -453379.242223
  nChanged 97
		SP:Iteration 27Q (6614.280000 sec): 3 clusters
  Score: Raw -456285.094140 + Penalty 2768.022781 = -453517.071359
  nChanged 92
		SP:Iteration 28Q (6614.450000 sec): 3 clusters
  Score: Raw -456415.914042 + Penalty 2768.022781 = -453647.891261
  nChanged 82
		SP:Iteration 29Q (6614.650000 sec): 3 clusters
  Score: Raw -456502.650376 + Penalty 2768.022781 = -453734.627595
  nChanged 80
		SP:Iteration 30Q (6614.850000 sec): 3 clusters
  Score: Raw -456581.374053 + Penalty 2768.022781 = -453813.351272
  nChanged 60
		SP:Iteration 31Q (6615.010000 sec): 3 clusters
  Score: Raw -456644.826971 + Penalty 2768.022781 = -453876.804190
  nChanged 81
		SP:Iteration 32Q (6615.210000 sec): 3 clusters
  Score: Raw -456767.329228 + Penalty 2768.022781 = -453999.306447
  nChanged 90
		SP:Iteration 33Q (6615.390000 sec): 3 clusters
  Score: Raw -456965.959223 + Penalty 2768.022781 = -454197.936443
  nChanged 71
		SP:Iteration 34Q (6615.550000 sec): 3 clusters
  Score: Raw -457088.965748 + Penalty 2768.022781 = -454320.942967
  nChanged 41
		SP:Iteration 35Q (6615.710000 sec): 3 clusters
  Score: Raw -457123.615712 + Penalty 2768.022781 = -454355.592932
  nChanged 20
		SP:Iteration 36Q (6615.890000 sec): 3 clusters
  Score: Raw -457132.257112 + Penalty 2768.022781 = -454364.234331
  nChanged 8
		SP:Iteration 37Q (6616.070000 sec): 3 clusters
  Score: Raw -457139.799879 + Penalty 2768.022781 = -454371.777098
  nChanged 8
		SP:Iteration 38Q (6616.240000 sec): 3 clusters
  Score: Raw -457146.376616 + Penalty 2768.022781 = -454378.353836
  nChanged 6
		SP:Iteration 39Q (6616.430000 sec): 3 clusters
  Score: Raw -457150.890272 + Penalty 2768.022781 = -454382.867491
  nChanged 4
		SP:Iteration 40F (6616.660000 sec): 3 clusters
  Score: Raw -457162.069030 + Penalty 2768.022781 = -454394.046249
  nChanged 7
		SP:Iteration 41Q (6616.860000 sec): 3 clusters
  Score: Raw -457169.289719 + Penalty 2768.022781 = -454401.266938
  nChanged 7
		SP:Iteration 42Q (6616.990000 sec): 3 clusters
  Score: Raw -457174.591400 + Penalty 2768.022781 = -454406.568620
  nChanged 4
		SP:Iteration 43Q (6617.210000 sec): 3 clusters
  Score: Raw -457177.059582 + Penalty 2768.022781 = -454409.036802
  nChanged 3
		SP:Iteration 44Q (6617.370000 sec): 3 clusters
  Score: Raw -457179.228528 + Penalty 2768.022781 = -454411.205747
  nChanged 4
		SP:Iteration 45Q (6617.570000 sec): 3 clusters
  Score: Raw -457181.439057 + Penalty 2768.022781 = -454413.416276
  nChanged 1
		SP:Iteration 46Q (6617.710000 sec): 3 clusters
  Score: Raw -457181.986770 + Penalty 2768.022781 = -454413.963989
  nChanged 1
		SP:Iteration 47Q (6617.850000 sec): 3 clusters
  Score: Raw -457182.487506 + Penalty 2768.022781 = -454414.464725
  nChanged 0
		SP:Iteration 48F (6617.980000 sec): 3 clusters
  Score: Raw -457182.487506 + Penalty 2768.022781 = -454414.464725
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (5927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6618.110000 sec): 2 clusters
  Score: Raw -457345.228455 + Penalty 1411.681938 = -455933.546517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6618.300000 sec): 3 clusters
  Score: Raw -454281.820704 + Penalty 2823.363875 = -451458.456829
  nChanged 2465
		SP:Iteration 1F (6618.460000 sec): 3 clusters
  Score: Raw -456114.722473 + Penalty 2823.363875 = -453291.358598
  nChanged 597
		SP:Iteration 2F (6618.690000 sec): 3 clusters
  Score: Raw -456749.249739 + Penalty 2823.363875 = -453925.885864
  nChanged 478
		SP:Iteration 3F (6618.850000 sec): 3 clusters
  Score: Raw -457235.555616 + Penalty 2823.363875 = -454412.191741
  nChanged 379
		SP:Iteration 4F (6619.030000 sec): 3 clusters
  Score: Raw -457510.553163 + Penalty 2823.363875 = -454687.189288
  nChanged 264
		SP:Iteration 5Q (6619.200000 sec): 3 clusters
  Score: Raw -457689.494533 + Penalty 2823.363875 = -454866.130658
  nChanged 214
		SP:Iteration 6Q (6619.350000 sec): 3 clusters
  Score: Raw -457800.162376 + Penalty 2823.363875 = -454976.798501
  nChanged 158
		SP:Iteration 7Q (6619.590000 sec): 3 clusters
  Score: Raw -457875.806882 + Penalty 2823.363875 = -455052.443007
  nChanged 123
		SP:Iteration 8Q (6619.800000 sec): 3 clusters
  Score: Raw -457932.554933 + Penalty 2823.363875 = -455109.191058
  nChanged 121
		SP:Iteration 9Q (6620.020000 sec): 3 clusters
  Score: Raw -457987.098820 + Penalty 2823.363875 = -455163.734945
  nChanged 107
		SP:Iteration 10Q (6620.200000 sec): 3 clusters
  Score: Raw -458035.887176 + Penalty 2823.363875 = -455212.523301
  nChanged 82
		SP:Iteration 11Q (6620.380000 sec): 3 clusters
  Score: Raw -458070.633661 + Penalty 2823.363875 = -455247.269785
  nChanged 69
		SP:Iteration 12Q (6620.540000 sec): 3 clusters
  Score: Raw -458099.525530 + Penalty 2823.363875 = -455276.161654
  nChanged 71
		SP:Iteration 13Q (6620.690000 sec): 3 clusters
  Score: Raw -458127.592455 + Penalty 2823.363875 = -455304.228580
  nChanged 69
		SP:Iteration 14Q (6620.860000 sec): 3 clusters
  Score: Raw -458161.109929 + Penalty 2823.363875 = -455337.746054
  nChanged 87
		SP:Iteration 15Q (6621.040000 sec): 3 clusters
  Score: Raw -458206.548738 + Penalty 2823.363875 = -455383.184863
  nChanged 94
		SP:Iteration 16Q (6621.190000 sec): 3 clusters
  Score: Raw -458250.540796 + Penalty 2823.363875 = -455427.176921
  nChanged 80
		SP:Iteration 17Q (6621.360000 sec): 3 clusters
  Score: Raw -458283.142138 + Penalty 2823.363875 = -455459.778263
  nChanged 64
		SP:Iteration 18Q (6621.500000 sec): 3 clusters
  Score: Raw -458306.206526 + Penalty 2823.363875 = -455482.842650
  nChanged 59
		SP:Iteration 19Q (6621.670000 sec): 3 clusters
  Score: Raw -458330.059082 + Penalty 2823.363875 = -455506.695207
  nChanged 58
		SP:Iteration 20F (6621.810000 sec): 3 clusters
  Score: Raw -458344.854355 + Penalty 2823.363875 = -455521.490480
  nChanged 35
		SP:Iteration 21Q (6621.950000 sec): 3 clusters
  Score: Raw -458355.642073 + Penalty 2823.363875 = -455532.278198
  nChanged 40
		SP:Iteration 22Q (6622.090000 sec): 3 clusters
  Score: Raw -458369.499228 + Penalty 2823.363875 = -455546.135353
  nChanged 33
		SP:Iteration 23Q (6622.230000 sec): 3 clusters
  Score: Raw -458381.736119 + Penalty 2823.363875 = -455558.372244
  nChanged 28
		SP:Iteration 24Q (6622.370000 sec): 3 clusters
  Score: Raw -458392.819980 + Penalty 2823.363875 = -455569.456105
  nChanged 31
		SP:Iteration 25Q (6622.500000 sec): 3 clusters
  Score: Raw -458406.682439 + Penalty 2823.363875 = -455583.318564
  nChanged 32
		SP:Iteration 26Q (6622.640000 sec): 3 clusters
  Score: Raw -458418.126310 + Penalty 2823.363875 = -455594.762435
  nChanged 41
		SP:Iteration 27Q (6622.780000 sec): 3 clusters
  Score: Raw -458430.826874 + Penalty 2823.363875 = -455607.462999
  nChanged 23
		SP:Iteration 28Q (6622.920000 sec): 3 clusters
  Score: Raw -458436.507478 + Penalty 2823.363875 = -455613.143603
  nChanged 19
		SP:Iteration 29Q (6623.060000 sec): 3 clusters
  Score: Raw -458441.250453 + Penalty 2823.363875 = -455617.886578
  nChanged 14
		SP:Iteration 30Q (6623.190000 sec): 3 clusters
  Score: Raw -458445.016670 + Penalty 2823.363875 = -455621.652795
  nChanged 13
		SP:Iteration 31Q (6623.370000 sec): 3 clusters
  Score: Raw -458448.480623 + Penalty 2823.363875 = -455625.116748
  nChanged 13
		SP:Iteration 32Q (6623.610000 sec): 3 clusters
  Score: Raw -458453.470576 + Penalty 2823.363875 = -455630.106701
  nChanged 16
		SP:Iteration 33Q (6623.840000 sec): 3 clusters
  Score: Raw -458459.894931 + Penalty 2823.363875 = -455636.531056
  nChanged 22
		SP:Iteration 34Q (6624.030000 sec): 3 clusters
  Score: Raw -458467.794658 + Penalty 2823.363875 = -455644.430782
  nChanged 21
		SP:Iteration 35Q (6624.210000 sec): 3 clusters
  Score: Raw -458474.284751 + Penalty 2823.363875 = -455650.920876
  nChanged 24
		SP:Iteration 36Q (6624.420000 sec): 3 clusters
  Score: Raw -458481.253269 + Penalty 2823.363875 = -455657.889394
  nChanged 22
		SP:Iteration 37Q (6624.590000 sec): 3 clusters
  Score: Raw -458485.933596 + Penalty 2823.363875 = -455662.569721
  nChanged 14
		SP:Iteration 38Q (6624.790000 sec): 3 clusters
  Score: Raw -458490.156162 + Penalty 2823.363875 = -455666.792287
  nChanged 7
		SP:Iteration 39Q (6624.960000 sec): 3 clusters
  Score: Raw -458491.833810 + Penalty 2823.363875 = -455668.469935
  nChanged 4
		SP:Iteration 40F (6625.180000 sec): 3 clusters
  Score: Raw -458492.565177 + Penalty 2823.363875 = -455669.201302
  nChanged 3
		SP:Iteration 41Q (6625.420000 sec): 3 clusters
  Score: Raw -458493.158681 + Penalty 2823.363875 = -455669.794806
  nChanged 3
		SP:Iteration 42Q (6625.590000 sec): 3 clusters
  Score: Raw -458494.090239 + Penalty 2823.363875 = -455670.726364
  nChanged 8
		SP:Iteration 43Q (6625.750000 sec): 3 clusters
  Score: Raw -458496.366522 + Penalty 2823.363875 = -455673.002647
  nChanged 8
		SP:Iteration 44Q (6625.930000 sec): 3 clusters
  Score: Raw -458498.537349 + Penalty 2823.363875 = -455675.173474
  nChanged 10
		SP:Iteration 45Q (6626.140000 sec): 3 clusters
  Score: Raw -458501.486916 + Penalty 2823.363875 = -455678.123041
  nChanged 10
		SP:Iteration 46Q (6626.330000 sec): 3 clusters
  Score: Raw -458503.480178 + Penalty 2823.363875 = -455680.116303
  nChanged 7
		SP:Iteration 47Q (6626.530000 sec): 3 clusters
  Score: Raw -458504.847237 + Penalty 2823.363875 = -455681.483362
  nChanged 5
		SP:Iteration 48Q (6626.750000 sec): 3 clusters
  Score: Raw -458506.260433 + Penalty 2823.363875 = -455682.896558
  nChanged 10
		SP:Iteration 49Q (6626.960000 sec): 3 clusters
  Score: Raw -458508.856767 + Penalty 2823.363875 = -455685.492892
  nChanged 7
		SP:Iteration 50Q (6627.160000 sec): 3 clusters
  Score: Raw -458509.823491 + Penalty 2823.363875 = -455686.459616
  nChanged 4
		SP:Iteration 51Q (6627.400000 sec): 3 clusters
  Score: Raw -458510.520148 + Penalty 2823.363875 = -455687.156273
  nChanged 2
		SP:Iteration 52Q (6627.550000 sec): 3 clusters
  Score: Raw -458510.859012 + Penalty 2823.363875 = -455687.495137
  nChanged 2
		SP:Iteration 53Q (6627.780000 sec): 3 clusters
  Score: Raw -458511.190711 + Penalty 2823.363875 = -455687.826836
  nChanged 3
		SP:Iteration 54Q (6627.900000 sec): 3 clusters
  Score: Raw -458512.040463 + Penalty 2823.363875 = -455688.676588
  nChanged 2
		SP:Iteration 55Q (6628.050000 sec): 3 clusters
  Score: Raw -458512.539713 + Penalty 2823.363875 = -455689.175837
  nChanged 1
		SP:Iteration 56Q (6628.190000 sec): 3 clusters
  Score: Raw -458512.651286 + Penalty 2823.363875 = -455689.287411
  nChanged 1
		SP:Iteration 57Q (6628.330000 sec): 3 clusters
  Score: Raw -458512.748595 + Penalty 2823.363875 = -455689.384720
  nChanged 1
		SP:Iteration 58Q (6628.470000 sec): 3 clusters
  Score: Raw -458512.855720 + Penalty 2823.363875 = -455689.491845
  nChanged 1
		SP:Iteration 59Q (6628.680000 sec): 3 clusters
  Score: Raw -458512.951834 + Penalty 2823.363875 = -455689.587959
  nChanged 1
		SP:Iteration 60F (6628.850000 sec): 3 clusters
  Score: Raw -458513.034165 + Penalty 2823.363875 = -455689.670290
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (8713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6628.970000 sec): 2 clusters
  Score: Raw -701909.040535 + Penalty 1474.292859 = -700434.747676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6629.190000 sec): 3 clusters
  Score: Raw -697058.273521 + Penalty 2948.585719 = -694109.687802
  nChanged 3802
		SP:Iteration 1F (6629.430000 sec): 3 clusters
  Score: Raw -699379.105073 + Penalty 2948.585719 = -696430.519354
  nChanged 637
		SP:Iteration 2F (6629.610000 sec): 3 clusters
  Score: Raw -699775.122923 + Penalty 2948.585719 = -696826.537204
  nChanged 539
		SP:Iteration 3F (6629.840000 sec): 3 clusters
  Score: Raw -700164.165832 + Penalty 2948.585719 = -697215.580113
  nChanged 546
		SP:Iteration 4F (6630.030000 sec): 3 clusters
  Score: Raw -700576.749928 + Penalty 2948.585719 = -697628.164209
  nChanged 547
		SP:Iteration 5F (6630.230000 sec): 3 clusters
  Score: Raw -701031.945587 + Penalty 2948.585719 = -698083.359869
  nChanged 557
		SP:Iteration 6F (6630.430000 sec): 3 clusters
  Score: Raw -701461.248195 + Penalty 2948.585719 = -698512.662476
  nChanged 447
		SP:Iteration 7F (6630.700000 sec): 3 clusters
  Score: Raw -701778.997444 + Penalty 2948.585719 = -698830.411725
  nChanged 368
		SP:Iteration 8Q (6630.920000 sec): 3 clusters
  Score: Raw -702023.721314 + Penalty 2948.585719 = -699075.135595
  nChanged 312
		SP:Iteration 9Q (6631.100000 sec): 3 clusters
  Score: Raw -702231.411119 + Penalty 2948.585719 = -699282.825400
  nChanged 272
		SP:Iteration 10Q (6631.330000 sec): 3 clusters
  Score: Raw -702382.289240 + Penalty 2948.585719 = -699433.703521
  nChanged 208
		SP:Iteration 11Q (6631.550000 sec): 3 clusters
  Score: Raw -702487.981922 + Penalty 2948.585719 = -699539.396204
  nChanged 169
		SP:Iteration 12Q (6631.800000 sec): 3 clusters
  Score: Raw -702562.617471 + Penalty 2948.585719 = -699614.031753
  nChanged 136
		SP:Iteration 13Q (6632.060000 sec): 3 clusters
  Score: Raw -702613.817616 + Penalty 2948.585719 = -699665.231897
  nChanged 95
		SP:Iteration 14Q (6632.280000 sec): 3 clusters
  Score: Raw -702642.401070 + Penalty 2948.585719 = -699693.815351
  nChanged 76
		SP:Iteration 15Q (6632.560000 sec): 3 clusters
  Score: Raw -702661.672894 + Penalty 2948.585719 = -699713.087175
  nChanged 64
		SP:Iteration 16Q (6632.740000 sec): 3 clusters
  Score: Raw -702675.138075 + Penalty 2948.585719 = -699726.552356
  nChanged 41
		SP:Iteration 17Q (6632.980000 sec): 3 clusters
  Score: Raw -702683.049982 + Penalty 2948.585719 = -699734.464263
  nChanged 37
		SP:Iteration 18Q (6633.200000 sec): 3 clusters
  Score: Raw -702688.837860 + Penalty 2948.585719 = -699740.252141
  nChanged 22
		SP:Iteration 19Q (6633.410000 sec): 3 clusters
  Score: Raw -702692.765907 + Penalty 2948.585719 = -699744.180188
  nChanged 18
		SP:Iteration 20F (6633.610000 sec): 3 clusters
  Score: Raw -702694.597448 + Penalty 2948.585719 = -699746.011730
  nChanged 6
		SP:Iteration 21Q (6633.810000 sec): 3 clusters
  Score: Raw -702695.740936 + Penalty 2948.585719 = -699747.155217
  nChanged 4
		SP:Iteration 22Q (6634.010000 sec): 3 clusters
  Score: Raw -702696.175341 + Penalty 2948.585719 = -699747.589623
  nChanged 4
		SP:Iteration 23Q (6634.150000 sec): 3 clusters
  Score: Raw -702696.575041 + Penalty 2948.585719 = -699747.989322
  nChanged 4
		SP:Iteration 24Q (6634.330000 sec): 3 clusters
  Score: Raw -702696.849162 + Penalty 2948.585719 = -699748.263443
  nChanged 2
		SP:Iteration 25Q (6634.520000 sec): 3 clusters
  Score: Raw -702697.096200 + Penalty 2948.585719 = -699748.510482
  nChanged 2
		SP:Iteration 26Q (6634.700000 sec): 3 clusters
  Score: Raw -702697.527921 + Penalty 2948.585719 = -699748.942202
  nChanged 5
		SP:Iteration 27Q (6634.880000 sec): 3 clusters
  Score: Raw -702698.298319 + Penalty 2948.585719 = -699749.712600
  nChanged 5
		SP:Iteration 28Q (6635.060000 sec): 3 clusters
  Score: Raw -702698.654961 + Penalty 2948.585719 = -699750.069242
  nChanged 3
		SP:Iteration 29Q (6635.240000 sec): 3 clusters
  Score: Raw -702698.802045 + Penalty 2948.585719 = -699750.216327
  nChanged 5
		SP:Iteration 30Q (6635.500000 sec): 3 clusters
  Score: Raw -702699.617121 + Penalty 2948.585719 = -699751.031403
  nChanged 9
		SP:Iteration 31Q (6635.650000 sec): 3 clusters
  Score: Raw -702701.182445 + Penalty 2948.585719 = -699752.596726
  nChanged 5
		SP:Iteration 32Q (6635.830000 sec): 3 clusters
  Score: Raw -702701.696648 + Penalty 2948.585719 = -699753.110929
  nChanged 4
		SP:Iteration 33Q (6636.040000 sec): 3 clusters
  Score: Raw -702702.143601 + Penalty 2948.585719 = -699753.557882
  nChanged 3
		SP:Iteration 34Q (6636.220000 sec): 3 clusters
  Score: Raw -702702.455137 + Penalty 2948.585719 = -699753.869418
  nChanged 5
		SP:Iteration 35Q (6636.390000 sec): 3 clusters
  Score: Raw -702703.064888 + Penalty 2948.585719 = -699754.479169
  nChanged 2
		SP:Iteration 36Q (6636.650000 sec): 3 clusters
  Score: Raw -702703.299821 + Penalty 2948.585719 = -699754.714102
  nChanged 2
		SP:Iteration 37Q (6636.860000 sec): 3 clusters
  Score: Raw -702703.445814 + Penalty 2948.585719 = -699754.860095
  nChanged 2
		SP:Iteration 38Q (6637.050000 sec): 3 clusters
  Score: Raw -702703.727282 + Penalty 2948.585719 = -699755.141563
  nChanged 1
		SP:Iteration 39Q (6637.280000 sec): 3 clusters
  Score: Raw -702703.881561 + Penalty 2948.585719 = -699755.295842
  nChanged 2
		SP:Iteration 40F (6637.520000 sec): 3 clusters
  Score: Raw -702704.107290 + Penalty 2948.585719 = -699755.521571
  nChanged 2
		SP:Iteration 41Q (6637.730000 sec): 3 clusters
  Score: Raw -702704.249938 + Penalty 2948.585719 = -699755.664219
  nChanged 1
		SP:Iteration 42Q (6637.970000 sec): 3 clusters
  Score: Raw -702704.276145 + Penalty 2948.585719 = -699755.690426
  nChanged 0
		SP:Iteration 43F (6638.190000 sec): 3 clusters
  Score: Raw -702704.276145 + Penalty 2948.585719 = -699755.690426
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (18293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6638.460000 sec): 2 clusters
  Score: Raw -1586736.037785 + Penalty 1594.819485 = -1585141.218300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6638.790000 sec): 3 clusters
  Score: Raw -1575807.026729 + Penalty 3189.638969 = -1572617.387760
  nChanged 8206
		SP:Iteration 1F (6639.040000 sec): 3 clusters
  Score: Raw -1580776.013880 + Penalty 3189.638969 = -1577586.374911
  nChanged 1380
		SP:Iteration 2F (6639.360000 sec): 3 clusters
  Score: Raw -1581763.893091 + Penalty 3189.638969 = -1578574.254122
  nChanged 1408
		SP:Iteration 3F (6639.640000 sec): 3 clusters
  Score: Raw -1582893.366561 + Penalty 3189.638969 = -1579703.727592
  nChanged 1419
		SP:Iteration 4F (6639.930000 sec): 3 clusters
  Score: Raw -1584070.251502 + Penalty 3189.638969 = -1580880.612532
  nChanged 1305
		SP:Iteration 5F (6640.200000 sec): 3 clusters
  Score: Raw -1584967.059188 + Penalty 3189.638969 = -1581777.420218
  nChanged 1019
		SP:Iteration 6F (6640.500000 sec): 3 clusters
  Score: Raw -1585637.088955 + Penalty 3189.638969 = -1582447.449986
  nChanged 896
		SP:Iteration 7Q (6640.770000 sec): 3 clusters
  Score: Raw -1586151.646737 + Penalty 3189.638969 = -1582962.007767
  nChanged 702
		SP:Iteration 8Q (6641.090000 sec): 3 clusters
  Score: Raw -1586511.524199 + Penalty 3189.638969 = -1583321.885230
  nChanged 574
		SP:Iteration 9Q (6641.360000 sec): 3 clusters
  Score: Raw -1586747.875455 + Penalty 3189.638969 = -1583558.236486
  nChanged 443
		SP:Iteration 10Q (6641.670000 sec): 3 clusters
  Score: Raw -1586912.674760 + Penalty 3189.638969 = -1583723.035791
  nChanged 363
		SP:Iteration 11Q (6641.960000 sec): 3 clusters
  Score: Raw -1587031.144729 + Penalty 3189.638969 = -1583841.505760
  nChanged 299
		SP:Iteration 12Q (6642.280000 sec): 3 clusters
  Score: Raw -1587131.829828 + Penalty 3189.638969 = -1583942.190858
  nChanged 273
		SP:Iteration 13Q (6642.620000 sec): 3 clusters
  Score: Raw -1587211.800693 + Penalty 3189.638969 = -1584022.161723
  nChanged 239
		SP:Iteration 14Q (6642.930000 sec): 3 clusters
  Score: Raw -1587277.286308 + Penalty 3189.638969 = -1584087.647339
  nChanged 210
		SP:Iteration 15Q (6643.240000 sec): 3 clusters
  Score: Raw -1587350.699549 + Penalty 3189.638969 = -1584161.060580
  nChanged 228
		SP:Iteration 16Q (6643.470000 sec): 3 clusters
  Score: Raw -1587426.121383 + Penalty 3189.638969 = -1584236.482414
  nChanged 220
		SP:Iteration 17Q (6643.790000 sec): 3 clusters
  Score: Raw -1587499.200801 + Penalty 3189.638969 = -1584309.561831
  nChanged 208
		SP:Iteration 18Q (6644.040000 sec): 3 clusters
  Score: Raw -1587578.198677 + Penalty 3189.638969 = -1584388.559707
  nChanged 203
		SP:Iteration 19Q (6644.370000 sec): 3 clusters
  Score: Raw -1587648.948653 + Penalty 3189.638969 = -1584459.309683
  nChanged 178
		SP:Iteration 20F (6644.610000 sec): 3 clusters
  Score: Raw -1587719.139430 + Penalty 3189.638969 = -1584529.500461
  nChanged 169
		SP:Iteration 21Q (6644.930000 sec): 3 clusters
  Score: Raw -1587777.014812 + Penalty 3189.638969 = -1584587.375843
  nChanged 175
		SP:Iteration 22Q (6645.240000 sec): 3 clusters
  Score: Raw -1587824.248723 + Penalty 3189.638969 = -1584634.609754
  nChanged 133
		SP:Iteration 23Q (6645.520000 sec): 3 clusters
  Score: Raw -1587853.847805 + Penalty 3189.638969 = -1584664.208836
  nChanged 127
		SP:Iteration 24Q (6645.830000 sec): 3 clusters
  Score: Raw -1587880.983578 + Penalty 3189.638969 = -1584691.344608
  nChanged 115
		SP:Iteration 25Q (6646.080000 sec): 3 clusters
  Score: Raw -1587905.951416 + Penalty 3189.638969 = -1584716.312446
  nChanged 96
		SP:Iteration 26Q (6646.360000 sec): 3 clusters
  Score: Raw -1587925.796271 + Penalty 3189.638969 = -1584736.157302
  nChanged 80
		SP:Iteration 27Q (6646.660000 sec): 3 clusters
  Score: Raw -1587941.234282 + Penalty 3189.638969 = -1584751.595313
  nChanged 73
		SP:Iteration 28Q (6646.920000 sec): 3 clusters
  Score: Raw -1587952.126521 + Penalty 3189.638969 = -1584762.487552
  nChanged 56
		SP:Iteration 29Q (6647.220000 sec): 3 clusters
  Score: Raw -1587960.875939 + Penalty 3189.638969 = -1584771.236969
  nChanged 52
		SP:Iteration 30Q (6647.490000 sec): 3 clusters
  Score: Raw -1587968.522869 + Penalty 3189.638969 = -1584778.883899
  nChanged 45
		SP:Iteration 31Q (6647.760000 sec): 3 clusters
  Score: Raw -1587976.128240 + Penalty 3189.638969 = -1584786.489271
  nChanged 39
		SP:Iteration 32Q (6648.030000 sec): 3 clusters
  Score: Raw -1587980.697752 + Penalty 3189.638969 = -1584791.058783
  nChanged 25
		SP:Iteration 33Q (6648.280000 sec): 3 clusters
  Score: Raw -1587983.680615 + Penalty 3189.638969 = -1584794.041646
  nChanged 22
		SP:Iteration 34Q (6648.580000 sec): 3 clusters
  Score: Raw -1587986.722642 + Penalty 3189.638969 = -1584797.083672
  nChanged 27
		SP:Iteration 35Q (6648.860000 sec): 3 clusters
  Score: Raw -1587990.457507 + Penalty 3189.638969 = -1584800.818537
  nChanged 27
		SP:Iteration 36Q (6649.160000 sec): 3 clusters
  Score: Raw -1587994.630952 + Penalty 3189.638969 = -1584804.991983
  nChanged 30
		SP:Iteration 37Q (6649.470000 sec): 3 clusters
  Score: Raw -1587998.192095 + Penalty 3189.638969 = -1584808.553126
  nChanged 28
		SP:Iteration 38Q (6649.840000 sec): 3 clusters
  Score: Raw -1588002.016963 + Penalty 3189.638969 = -1584812.377993
  nChanged 28
		SP:Iteration 39Q (6650.060000 sec): 3 clusters
  Score: Raw -1588005.788879 + Penalty 3189.638969 = -1584816.149909
  nChanged 30
		SP:Iteration 40F (6650.330000 sec): 3 clusters
  Score: Raw -1588009.913622 + Penalty 3189.638969 = -1584820.274652
  nChanged 24
		SP:Iteration 41Q (6650.620000 sec): 3 clusters
  Score: Raw -1588011.906463 + Penalty 3189.638969 = -1584822.267494
  nChanged 16
		SP:Iteration 42Q (6650.930000 sec): 3 clusters
  Score: Raw -1588014.281563 + Penalty 3189.638969 = -1584824.642593
  nChanged 14
		SP:Iteration 43Q (6651.200000 sec): 3 clusters
  Score: Raw -1588015.791906 + Penalty 3189.638969 = -1584826.152936
  nChanged 16
		SP:Iteration 44Q (6651.500000 sec): 3 clusters
  Score: Raw -1588017.509640 + Penalty 3189.638969 = -1584827.870670
  nChanged 15
		SP:Iteration 45Q (6651.760000 sec): 3 clusters
  Score: Raw -1588018.995917 + Penalty 3189.638969 = -1584829.356948
  nChanged 9
		SP:Iteration 46Q (6652.020000 sec): 3 clusters
  Score: Raw -1588019.746731 + Penalty 3189.638969 = -1584830.107761
  nChanged 7
		SP:Iteration 47Q (6652.350000 sec): 3 clusters
  Score: Raw -1588020.273273 + Penalty 3189.638969 = -1584830.634303
  nChanged 10
		SP:Iteration 48Q (6652.630000 sec): 3 clusters
  Score: Raw -1588021.190330 + Penalty 3189.638969 = -1584831.551361
  nChanged 6
		SP:Iteration 49Q (6652.930000 sec): 3 clusters
  Score: Raw -1588021.957758 + Penalty 3189.638969 = -1584832.318788
  nChanged 9
		SP:Iteration 50Q (6653.210000 sec): 3 clusters
  Score: Raw -1588024.579910 + Penalty 3189.638969 = -1584834.940941
  nChanged 23
		SP:Iteration 51Q (6653.430000 sec): 3 clusters
  Score: Raw -1588030.043145 + Penalty 3189.638969 = -1584840.404176
  nChanged 32
		SP:Iteration 52Q (6653.680000 sec): 3 clusters
  Score: Raw -1588036.294995 + Penalty 3189.638969 = -1584846.656025
  nChanged 29
		SP:Iteration 53Q (6653.970000 sec): 3 clusters
  Score: Raw -1588042.396389 + Penalty 3189.638969 = -1584852.757419
  nChanged 38
		SP:Iteration 54Q (6654.250000 sec): 3 clusters
  Score: Raw -1588049.282947 + Penalty 3189.638969 = -1584859.643977
  nChanged 43
		SP:Iteration 55Q (6654.590000 sec): 3 clusters
  Score: Raw -1588055.375326 + Penalty 3189.638969 = -1584865.736357
  nChanged 32
		SP:Iteration 56Q (6654.890000 sec): 3 clusters
  Score: Raw -1588061.228247 + Penalty 3189.638969 = -1584871.589277
  nChanged 45
		SP:Iteration 57Q (6655.230000 sec): 3 clusters
  Score: Raw -1588070.746123 + Penalty 3189.638969 = -1584881.107153
  nChanged 44
		SP:Iteration 58Q (6655.520000 sec): 3 clusters
  Score: Raw -1588079.516286 + Penalty 3189.638969 = -1584889.877317
  nChanged 45
		SP:Iteration 59Q (6655.820000 sec): 3 clusters
  Score: Raw -1588089.012073 + Penalty 3189.638969 = -1584899.373104
  nChanged 33
		SP:Iteration 60F (6656.100000 sec): 3 clusters
  Score: Raw -1588094.338161 + Penalty 3189.638969 = -1584904.699191
  nChanged 35
		SP:Iteration 61Q (6656.380000 sec): 3 clusters
  Score: Raw -1588100.378292 + Penalty 3189.638969 = -1584910.739323
  nChanged 27
		SP:Iteration 62Q (6656.630000 sec): 3 clusters
  Score: Raw -1588103.502680 + Penalty 3189.638969 = -1584913.863711
  nChanged 23
		SP:Iteration 63Q (6656.890000 sec): 3 clusters
  Score: Raw -1588107.178820 + Penalty 3189.638969 = -1584917.539851
  nChanged 21
		SP:Iteration 64Q (6657.140000 sec): 3 clusters
  Score: Raw -1588110.383474 + Penalty 3189.638969 = -1584920.744504
  nChanged 21
		SP:Iteration 65Q (6657.430000 sec): 3 clusters
  Score: Raw -1588113.681857 + Penalty 3189.638969 = -1584924.042887
  nChanged 17
		SP:Iteration 66Q (6657.690000 sec): 3 clusters
  Score: Raw -1588116.406090 + Penalty 3189.638969 = -1584926.767120
  nChanged 20
		SP:Iteration 67Q (6657.970000 sec): 3 clusters
  Score: Raw -1588119.580887 + Penalty 3189.638969 = -1584929.941918
  nChanged 13
		SP:Iteration 68Q (6658.270000 sec): 3 clusters
  Score: Raw -1588121.686157 + Penalty 3189.638969 = -1584932.047188
  nChanged 15
		SP:Iteration 69Q (6658.580000 sec): 3 clusters
  Score: Raw -1588123.654645 + Penalty 3189.638969 = -1584934.015675
  nChanged 13
		SP:Iteration 70Q (6658.840000 sec): 3 clusters
  Score: Raw -1588127.485199 + Penalty 3189.638969 = -1584937.846230
  nChanged 28
		SP:Iteration 71Q (6659.120000 sec): 3 clusters
  Score: Raw -1588133.612366 + Penalty 3189.638969 = -1584943.973396
  nChanged 25
		SP:Iteration 72Q (6659.370000 sec): 3 clusters
  Score: Raw -1588137.339459 + Penalty 3189.638969 = -1584947.700490
  nChanged 22
		SP:Iteration 73Q (6659.650000 sec): 3 clusters
  Score: Raw -1588141.015906 + Penalty 3189.638969 = -1584951.376937
  nChanged 19
		SP:Iteration 74Q (6659.950000 sec): 3 clusters
  Score: Raw -1588144.174958 + Penalty 3189.638969 = -1584954.535989
  nChanged 10
		SP:Iteration 75Q (6660.230000 sec): 3 clusters
  Score: Raw -1588145.533952 + Penalty 3189.638969 = -1584955.894983
  nChanged 7
		SP:Iteration 76Q (6660.470000 sec): 3 clusters
  Score: Raw -1588146.569668 + Penalty 3189.638969 = -1584956.930699
  nChanged 11
		SP:Iteration 77Q (6660.730000 sec): 3 clusters
  Score: Raw -1588148.517133 + Penalty 3189.638969 = -1584958.878164
  nChanged 9
		SP:Iteration 78Q (6660.990000 sec): 3 clusters
  Score: Raw -1588149.793202 + Penalty 3189.638969 = -1584960.154233
  nChanged 11
		SP:Iteration 79Q (6661.260000 sec): 3 clusters
  Score: Raw -1588150.746128 + Penalty 3189.638969 = -1584961.107159
  nChanged 3
		SP:Iteration 80F (6661.520000 sec): 3 clusters
  Score: Raw -1588151.052520 + Penalty 3189.638969 = -1584961.413551
  nChanged 2
		SP:Iteration 81Q (6661.790000 sec): 3 clusters
  Score: Raw -1588151.207526 + Penalty 3189.638969 = -1584961.568556
  nChanged 3
		SP:Iteration 82Q (6662.070000 sec): 3 clusters
  Score: Raw -1588151.542518 + Penalty 3189.638969 = -1584961.903548
  nChanged 3
		SP:Iteration 83Q (6662.330000 sec): 3 clusters
  Score: Raw -1588151.929658 + Penalty 3189.638969 = -1584962.290688
  nChanged 3
		SP:Iteration 84Q (6662.620000 sec): 3 clusters
  Score: Raw -1588152.274771 + Penalty 3189.638969 = -1584962.635802
  nChanged 4
		SP:Iteration 85Q (6662.890000 sec): 3 clusters
  Score: Raw -1588152.597841 + Penalty 3189.638969 = -1584962.958872
  nChanged 3
		SP:Iteration 86Q (6663.180000 sec): 3 clusters
  Score: Raw -1588153.096765 + Penalty 3189.638969 = -1584963.457796
  nChanged 3
		SP:Iteration 87Q (6663.460000 sec): 3 clusters
  Score: Raw -1588153.537133 + Penalty 3189.638969 = -1584963.898164
  nChanged 5
		SP:Iteration 88Q (6663.730000 sec): 3 clusters
  Score: Raw -1588154.278732 + Penalty 3189.638969 = -1584964.639762
  nChanged 5
		SP:Iteration 89Q (6664.070000 sec): 3 clusters
  Score: Raw -1588155.363987 + Penalty 3189.638969 = -1584965.725018
  nChanged 8
		SP:Iteration 90Q (6664.310000 sec): 3 clusters
  Score: Raw -1588156.420732 + Penalty 3189.638969 = -1584966.781763
  nChanged 10
		SP:Iteration 91Q (6664.660000 sec): 3 clusters
  Score: Raw -1588158.142997 + Penalty 3189.638969 = -1584968.504028
  nChanged 13
		SP:Iteration 92Q (6664.930000 sec): 3 clusters
  Score: Raw -1588160.205577 + Penalty 3189.638969 = -1584970.566607
  nChanged 12
		SP:Iteration 93Q (6665.260000 sec): 3 clusters
  Score: Raw -1588161.387827 + Penalty 3189.638969 = -1584971.748857
  nChanged 7
		SP:Iteration 94Q (6665.510000 sec): 3 clusters
  Score: Raw -1588162.285159 + Penalty 3189.638969 = -1584972.646190
  nChanged 7
		SP:Iteration 95Q (6665.800000 sec): 3 clusters
  Score: Raw -1588163.331138 + Penalty 3189.638969 = -1584973.692169
  nChanged 8
		SP:Iteration 96Q (6666.060000 sec): 3 clusters
  Score: Raw -1588164.460297 + Penalty 3189.638969 = -1584974.821327
  nChanged 8
		SP:Iteration 97Q (6666.330000 sec): 3 clusters
  Score: Raw -1588165.521752 + Penalty 3189.638969 = -1584975.882782
  nChanged 6
		SP:Iteration 98Q (6666.630000 sec): 3 clusters
  Score: Raw -1588166.298232 + Penalty 3189.638969 = -1584976.659263
  nChanged 9
		SP:Iteration 99Q (6666.900000 sec): 3 clusters
  Score: Raw -1588167.975706 + Penalty 3189.638969 = -1584978.336736
  nChanged 9
		SP:Iteration 100F (6667.170000 sec): 3 clusters
  Score: Raw -1588168.938109 + Penalty 3189.638969 = -1584979.299139
  nChanged 6
		SP:Iteration 101Q (6667.420000 sec): 3 clusters
  Score: Raw -1588169.868059 + Penalty 3189.638969 = -1584980.229090
  nChanged 10
		SP:Iteration 102Q (6667.670000 sec): 3 clusters
  Score: Raw -1588171.011599 + Penalty 3189.638969 = -1584981.372630
  nChanged 7
		SP:Iteration 103Q (6667.950000 sec): 3 clusters
  Score: Raw -1588171.647563 + Penalty 3189.638969 = -1584982.008594
  nChanged 4
		SP:Iteration 104Q (6668.210000 sec): 3 clusters
  Score: Raw -1588172.029418 + Penalty 3189.638969 = -1584982.390449
  nChanged 4
		SP:Iteration 105Q (6668.530000 sec): 3 clusters
  Score: Raw -1588172.287196 + Penalty 3189.638969 = -1584982.648226
  nChanged 3
		SP:Iteration 106Q (6668.770000 sec): 3 clusters
  Score: Raw -1588172.718043 + Penalty 3189.638969 = -1584983.079073
  nChanged 4
		SP:Iteration 107Q (6669.050000 sec): 3 clusters
  Score: Raw -1588173.164862 + Penalty 3189.638969 = -1584983.525893
  nChanged 2
		SP:Iteration 108Q (6669.320000 sec): 3 clusters
  Score: Raw -1588173.476068 + Penalty 3189.638969 = -1584983.837099
  nChanged 6
		SP:Iteration 109Q (6669.590000 sec): 3 clusters
  Score: Raw -1588174.020032 + Penalty 3189.638969 = -1584984.381063
  nChanged 3
		SP:Iteration 110Q (6669.880000 sec): 3 clusters
  Score: Raw -1588174.355582 + Penalty 3189.638969 = -1584984.716612
  nChanged 3
		SP:Iteration 111Q (6670.180000 sec): 3 clusters
  Score: Raw -1588174.771849 + Penalty 3189.638969 = -1584985.132880
  nChanged 5
		SP:Iteration 112Q (6670.430000 sec): 3 clusters
  Score: Raw -1588175.422664 + Penalty 3189.638969 = -1584985.783695
  nChanged 3
		SP:Iteration 113Q (6670.730000 sec): 3 clusters
  Score: Raw -1588175.678096 + Penalty 3189.638969 = -1584986.039126
  nChanged 1
		SP:Iteration 114Q (6671.050000 sec): 3 clusters
  Score: Raw -1588175.734696 + Penalty 3189.638969 = -1584986.095727
  nChanged 2
		SP:Iteration 115Q (6671.370000 sec): 3 clusters
  Score: Raw -1588175.870325 + Penalty 3189.638969 = -1584986.231355
  nChanged 1
		SP:Iteration 116Q (6671.600000 sec): 3 clusters
  Score: Raw -1588175.916147 + Penalty 3189.638969 = -1584986.277177
  nChanged 0
		SP:Iteration 117F (6671.860000 sec): 3 clusters
  Score: Raw -1588175.916147 + Penalty 3189.638969 = -1584986.277177
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (6968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6671.950000 sec): 2 clusters
  Score: Raw -682141.772891 + Penalty 1437.976072 = -680703.796820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6672.150000 sec): 3 clusters
  Score: Raw -678350.263372 + Penalty 2875.952144 = -675474.311228
  nChanged 2972
		SP:Iteration 1F (6672.330000 sec): 3 clusters
  Score: Raw -680099.149419 + Penalty 2875.952144 = -677223.197275
  nChanged 546
		SP:Iteration 2F (6672.510000 sec): 3 clusters
  Score: Raw -680417.657866 + Penalty 2875.952144 = -677541.705722
  nChanged 418
		SP:Iteration 3F (6672.700000 sec): 3 clusters
  Score: Raw -680672.845464 + Penalty 2875.952144 = -677796.893320
  nChanged 366
		SP:Iteration 4F (6672.880000 sec): 3 clusters
  Score: Raw -680885.795843 + Penalty 2875.952144 = -678009.843700
  nChanged 311
		SP:Iteration 5Q (6673.070000 sec): 3 clusters
  Score: Raw -681069.020742 + Penalty 2875.952144 = -678193.068598
  nChanged 278
		SP:Iteration 6Q (6673.250000 sec): 3 clusters
  Score: Raw -681217.176583 + Penalty 2875.952144 = -678341.224439
  nChanged 241
		SP:Iteration 7Q (6673.440000 sec): 3 clusters
  Score: Raw -681344.353155 + Penalty 2875.952144 = -678468.401012
  nChanged 211
		SP:Iteration 8Q (6673.620000 sec): 3 clusters
  Score: Raw -681457.280338 + Penalty 2875.952144 = -678581.328195
  nChanged 199
		SP:Iteration 9Q (6673.830000 sec): 3 clusters
  Score: Raw -681563.437810 + Penalty 2875.952144 = -678687.485666
  nChanged 210
		SP:Iteration 10Q (6674.000000 sec): 3 clusters
  Score: Raw -681691.505765 + Penalty 2875.952144 = -678815.553621
  nChanged 244
		SP:Iteration 11Q (6674.200000 sec): 3 clusters
  Score: Raw -681867.458435 + Penalty 2875.952144 = -678991.506291
  nChanged 267
		SP:Iteration 12Q (6674.370000 sec): 3 clusters
  Score: Raw -682107.439852 + Penalty 2875.952144 = -679231.487709
  nChanged 302
		SP:Iteration 13Q (6674.530000 sec): 3 clusters
  Score: Raw -682431.025321 + Penalty 2875.952144 = -679555.073177
  nChanged 327
		SP:Iteration 14Q (6674.700000 sec): 3 clusters
  Score: Raw -682910.542058 + Penalty 2875.952144 = -680034.589915
  nChanged 350
		SP:Iteration 15F (6674.880000 sec): 3 clusters
  Score: Raw -683545.133446 + Penalty 2875.952144 = -680669.181303
  nChanged 318
		SP:Iteration 16Q (6675.050000 sec): 3 clusters
  Score: Raw -684256.505350 + Penalty 2875.952144 = -681380.553207
  nChanged 205
		SP:Iteration 17Q (6675.240000 sec): 3 clusters
  Score: Raw -684629.400500 + Penalty 2875.952144 = -681753.448356
  nChanged 115
		SP:Iteration 18Q (6675.380000 sec): 3 clusters
  Score: Raw -684744.315499 + Penalty 2875.952144 = -681868.363356
  nChanged 60
		SP:Iteration 19Q (6675.580000 sec): 3 clusters
  Score: Raw -684783.460987 + Penalty 2875.952144 = -681907.508844
  nChanged 45
		SP:Iteration 20F (6675.740000 sec): 3 clusters
  Score: Raw -684816.392252 + Penalty 2875.952144 = -681940.440109
  nChanged 36
		SP:Iteration 21Q (6675.880000 sec): 3 clusters
  Score: Raw -684835.973670 + Penalty 2875.952144 = -681960.021527
  nChanged 24
		SP:Iteration 22Q (6675.970000 sec): 3 clusters
  Score: Raw -684843.408552 + Penalty 2875.952144 = -681967.456409
  nChanged 12
		SP:Iteration 23Q (6676.060000 sec): 3 clusters
  Score: Raw -684845.569003 + Penalty 2875.952144 = -681969.616859
  nChanged 7
		SP:Iteration 24Q (6676.240000 sec): 3 clusters
  Score: Raw -684846.839897 + Penalty 2875.952144 = -681970.887754
  nChanged 4
		SP:Iteration 25Q (6676.400000 sec): 3 clusters
  Score: Raw -684847.747951 + Penalty 2875.952144 = -681971.795808
  nChanged 4
		SP:Iteration 26Q (6676.550000 sec): 3 clusters
  Score: Raw -684848.147691 + Penalty 2875.952144 = -681972.195547
  nChanged 2
		SP:Iteration 27Q (6676.730000 sec): 3 clusters
  Score: Raw -684848.332182 + Penalty 2875.952144 = -681972.380038
  nChanged 1
		SP:Iteration 28Q (6676.920000 sec): 3 clusters
  Score: Raw -684848.442965 + Penalty 2875.952144 = -681972.490821
  nChanged 0
		SP:Iteration 29F (6677.130000 sec): 3 clusters
  Score: Raw -684848.442965 + Penalty 2875.952144 = -681972.490821
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (14259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6677.220000 sec): 2 clusters
  Score: Raw -1340145.077698 + Penalty 1554.335829 = -1338590.741869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6677.420000 sec): 3 clusters
  Score: Raw -1331737.556296 + Penalty 3108.671659 = -1328628.884638
  nChanged 6294
		SP:Iteration 1F (6677.630000 sec): 3 clusters
  Score: Raw -1335216.262496 + Penalty 3108.671659 = -1332107.590837
  nChanged 843
		SP:Iteration 2F (6677.880000 sec): 3 clusters
  Score: Raw -1335589.898045 + Penalty 3108.671659 = -1332481.226386
  nChanged 738
		SP:Iteration 3F (6678.100000 sec): 3 clusters
  Score: Raw -1335891.738733 + Penalty 3108.671659 = -1332783.067074
  nChanged 658
		SP:Iteration 4Q (6678.300000 sec): 3 clusters
  Score: Raw -1336161.306008 + Penalty 3108.671659 = -1333052.634349
  nChanged 618
		SP:Iteration 5Q (6678.540000 sec): 3 clusters
  Score: Raw -1336400.342067 + Penalty 3108.671659 = -1333291.670408
  nChanged 572
		SP:Iteration 6Q (6678.810000 sec): 3 clusters
  Score: Raw -1336610.420518 + Penalty 3108.671659 = -1333501.748859
  nChanged 489
		SP:Iteration 7Q (6679.090000 sec): 3 clusters
  Score: Raw -1336780.302007 + Penalty 3108.671659 = -1333671.630348
  nChanged 442
		SP:Iteration 8Q (6679.340000 sec): 3 clusters
  Score: Raw -1336934.465026 + Penalty 3108.671659 = -1333825.793368
  nChanged 439
		SP:Iteration 9Q (6679.560000 sec): 3 clusters
  Score: Raw -1337109.142701 + Penalty 3108.671659 = -1334000.471042
  nChanged 446
		SP:Iteration 10Q (6679.830000 sec): 3 clusters
  Score: Raw -1337288.656500 + Penalty 3108.671659 = -1334179.984842
  nChanged 423
		SP:Iteration 11Q (6680.110000 sec): 3 clusters
  Score: Raw -1337471.049063 + Penalty 3108.671659 = -1334362.377404
  nChanged 431
		SP:Iteration 12Q (6680.350000 sec): 3 clusters
  Score: Raw -1337673.121112 + Penalty 3108.671659 = -1334564.449453
  nChanged 470
		SP:Iteration 13Q (6680.600000 sec): 3 clusters
  Score: Raw -1337895.053932 + Penalty 3108.671659 = -1334786.382274
  nChanged 443
		SP:Iteration 14Q (6680.840000 sec): 3 clusters
  Score: Raw -1338126.090164 + Penalty 3108.671659 = -1335017.418505
  nChanged 474
		SP:Iteration 15Q (6681.120000 sec): 3 clusters
  Score: Raw -1338372.084180 + Penalty 3108.671659 = -1335263.412521
  nChanged 442
		SP:Iteration 16Q (6681.340000 sec): 3 clusters
  Score: Raw -1338641.275013 + Penalty 3108.671659 = -1335532.603355
  nChanged 478
		SP:Iteration 17Q (6681.570000 sec): 3 clusters
  Score: Raw -1338986.955064 + Penalty 3108.671659 = -1335878.283406
  nChanged 538
		SP:Iteration 18Q (6681.800000 sec): 3 clusters
  Score: Raw -1339552.747828 + Penalty 3108.671659 = -1336444.076169
  nChanged 659
		SP:Iteration 19Q (6682.050000 sec): 3 clusters
  Score: Raw -1340594.292645 + Penalty 3108.671659 = -1337485.620986
  nChanged 745
		SP:Iteration 20F (6682.310000 sec): 3 clusters
  Score: Raw -1342298.536300 + Penalty 3108.671659 = -1339189.864641
  nChanged 686
		SP:Iteration 21Q (6682.500000 sec): 3 clusters
  Score: Raw -1344029.127544 + Penalty 3108.671659 = -1340920.455885
  nChanged 450
		SP:Iteration 22Q (6682.760000 sec): 3 clusters
  Score: Raw -1344980.198783 + Penalty 3108.671659 = -1341871.527124
  nChanged 189
		SP:Iteration 23Q (6682.930000 sec): 3 clusters
  Score: Raw -1345157.352961 + Penalty 3108.671659 = -1342048.681303
  nChanged 80
		SP:Iteration 24Q (6683.160000 sec): 3 clusters
  Score: Raw -1345191.965705 + Penalty 3108.671659 = -1342083.294046
  nChanged 24
		SP:Iteration 25Q (6683.340000 sec): 3 clusters
  Score: Raw -1345196.428659 + Penalty 3108.671659 = -1342087.757000
  nChanged 11
		SP:Iteration 26Q (6683.560000 sec): 3 clusters
  Score: Raw -1345198.799212 + Penalty 3108.671659 = -1342090.127553
  nChanged 7
		SP:Iteration 27Q (6683.750000 sec): 3 clusters
  Score: Raw -1345199.862959 + Penalty 3108.671659 = -1342091.191300
  nChanged 5
		SP:Iteration 28Q (6683.970000 sec): 3 clusters
  Score: Raw -1345200.471378 + Penalty 3108.671659 = -1342091.799720
  nChanged 0
		SP:Iteration 29F (6684.200000 sec): 3 clusters
  Score: Raw -1345200.471378 + Penalty 3108.671659 = -1342091.799720
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (5218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6684.300000 sec): 2 clusters
  Score: Raw -356049.330388 + Penalty 1390.978788 = -354658.351600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6684.510000 sec): 3 clusters
  Score: Raw -353415.773812 + Penalty 2781.957576 = -350633.816235
  nChanged 2144
		SP:Iteration 1F (6684.710000 sec): 3 clusters
  Score: Raw -355130.676443 + Penalty 2781.957576 = -352348.718867
  nChanged 566
		SP:Iteration 2F (6684.840000 sec): 3 clusters
  Score: Raw -355654.733832 + Penalty 2781.957576 = -352872.776256
  nChanged 416
		SP:Iteration 3F (6684.990000 sec): 3 clusters
  Score: Raw -356068.966117 + Penalty 2781.957576 = -353287.008540
  nChanged 316
		SP:Iteration 4F (6685.190000 sec): 3 clusters
  Score: Raw -356371.690802 + Penalty 2781.957576 = -353589.733226
  nChanged 278
		SP:Iteration 5F (6685.340000 sec): 3 clusters
  Score: Raw -356656.878289 + Penalty 2781.957576 = -353874.920713
  nChanged 258
		SP:Iteration 6Q (6685.540000 sec): 3 clusters
  Score: Raw -356945.407193 + Penalty 2781.957576 = -354163.449617
  nChanged 219
		SP:Iteration 7Q (6685.730000 sec): 3 clusters
  Score: Raw -357161.742213 + Penalty 2781.957576 = -354379.784637
  nChanged 191
		SP:Iteration 8Q (6685.900000 sec): 3 clusters
  Score: Raw -357306.725887 + Penalty 2781.957576 = -354524.768311
  nChanged 135
		SP:Iteration 9Q (6686.060000 sec): 3 clusters
  Score: Raw -357397.893914 + Penalty 2781.957576 = -354615.936338
  nChanged 107
		SP:Iteration 10Q (6686.200000 sec): 3 clusters
  Score: Raw -357460.469022 + Penalty 2781.957576 = -354678.511446
  nChanged 68
		SP:Iteration 11Q (6686.400000 sec): 3 clusters
  Score: Raw -357492.855916 + Penalty 2781.957576 = -354710.898340
  nChanged 54
		SP:Iteration 12Q (6686.520000 sec): 3 clusters
  Score: Raw -357517.217848 + Penalty 2781.957576 = -354735.260272
  nChanged 45
		SP:Iteration 13Q (6686.700000 sec): 3 clusters
  Score: Raw -357532.267032 + Penalty 2781.957576 = -354750.309455
  nChanged 31
		SP:Iteration 14Q (6686.900000 sec): 3 clusters
  Score: Raw -357540.839517 + Penalty 2781.957576 = -354758.881941
  nChanged 25
		SP:Iteration 15Q (6687.090000 sec): 3 clusters
  Score: Raw -357548.786036 + Penalty 2781.957576 = -354766.828460
  nChanged 17
		SP:Iteration 16Q (6687.240000 sec): 3 clusters
  Score: Raw -357553.392240 + Penalty 2781.957576 = -354771.434664
  nChanged 12
		SP:Iteration 17Q (6687.380000 sec): 3 clusters
  Score: Raw -357555.919460 + Penalty 2781.957576 = -354773.961883
  nChanged 14
		SP:Iteration 18Q (6687.560000 sec): 3 clusters
  Score: Raw -357558.552652 + Penalty 2781.957576 = -354776.595076
  nChanged 9
		SP:Iteration 19Q (6687.700000 sec): 3 clusters
  Score: Raw -357561.560321 + Penalty 2781.957576 = -354779.602745
  nChanged 12
		SP:Iteration 20F (6687.860000 sec): 3 clusters
  Score: Raw -357565.998084 + Penalty 2781.957576 = -354784.040508
  nChanged 14
		SP:Iteration 21Q (6688.030000 sec): 3 clusters
  Score: Raw -357568.951386 + Penalty 2781.957576 = -354786.993809
  nChanged 12
		SP:Iteration 22Q (6688.180000 sec): 3 clusters
  Score: Raw -357571.730733 + Penalty 2781.957576 = -354789.773157
  nChanged 19
		SP:Iteration 23Q (6688.300000 sec): 3 clusters
  Score: Raw -357576.382837 + Penalty 2781.957576 = -354794.425261
  nChanged 15
		SP:Iteration 24Q (6688.440000 sec): 3 clusters
  Score: Raw -357580.120041 + Penalty 2781.957576 = -354798.162465
  nChanged 14
		SP:Iteration 25Q (6688.600000 sec): 3 clusters
  Score: Raw -357584.189920 + Penalty 2781.957576 = -354802.232343
  nChanged 21
		SP:Iteration 26Q (6688.760000 sec): 3 clusters
  Score: Raw -357589.504312 + Penalty 2781.957576 = -354807.546735
  nChanged 15
		SP:Iteration 27Q (6688.950000 sec): 3 clusters
  Score: Raw -357594.291557 + Penalty 2781.957576 = -354812.333980
  nChanged 16
		SP:Iteration 28Q (6689.100000 sec): 3 clusters
  Score: Raw -357598.059484 + Penalty 2781.957576 = -354816.101908
  nChanged 18
		SP:Iteration 29Q (6689.270000 sec): 3 clusters
  Score: Raw -357603.652227 + Penalty 2781.957576 = -354821.694651
  nChanged 26
		SP:Iteration 30Q (6689.470000 sec): 3 clusters
  Score: Raw -357609.858406 + Penalty 2781.957576 = -354827.900830
  nChanged 12
		SP:Iteration 31Q (6689.630000 sec): 3 clusters
  Score: Raw -357612.323522 + Penalty 2781.957576 = -354830.365945
  nChanged 13
		SP:Iteration 32Q (6689.800000 sec): 3 clusters
  Score: Raw -357615.969993 + Penalty 2781.957576 = -354834.012417
  nChanged 8
		SP:Iteration 33Q (6690.010000 sec): 3 clusters
  Score: Raw -357617.469969 + Penalty 2781.957576 = -354835.512393
  nChanged 7
		SP:Iteration 34Q (6690.170000 sec): 3 clusters
  Score: Raw -357618.973659 + Penalty 2781.957576 = -354837.016083
  nChanged 11
		SP:Iteration 35Q (6690.370000 sec): 3 clusters
  Score: Raw -357621.241847 + Penalty 2781.957576 = -354839.284270
  nChanged 7
		SP:Iteration 36Q (6690.520000 sec): 3 clusters
  Score: Raw -357622.822034 + Penalty 2781.957576 = -354840.864458
  nChanged 8
		SP:Iteration 37Q (6690.700000 sec): 3 clusters
  Score: Raw -357624.473589 + Penalty 2781.957576 = -354842.516013
  nChanged 5
		SP:Iteration 38Q (6690.890000 sec): 3 clusters
  Score: Raw -357625.194187 + Penalty 2781.957576 = -354843.236611
  nChanged 6
		SP:Iteration 39Q (6691.100000 sec): 3 clusters
  Score: Raw -357627.106739 + Penalty 2781.957576 = -354845.149163
  nChanged 8
		SP:Iteration 40F (6691.270000 sec): 3 clusters
  Score: Raw -357631.316160 + Penalty 2781.957576 = -354849.358583
  nChanged 12
		SP:Iteration 41Q (6691.400000 sec): 3 clusters
  Score: Raw -357635.356584 + Penalty 2781.957576 = -354853.399007
  nChanged 12
		SP:Iteration 42Q (6691.580000 sec): 3 clusters
  Score: Raw -357639.021667 + Penalty 2781.957576 = -354857.064091
  nChanged 13
		SP:Iteration 43Q (6691.720000 sec): 3 clusters
  Score: Raw -357643.558217 + Penalty 2781.957576 = -354861.600641
  nChanged 17
		SP:Iteration 44Q (6691.910000 sec): 3 clusters
  Score: Raw -357651.104381 + Penalty 2781.957576 = -354869.146804
  nChanged 25
		SP:Iteration 45Q (6692.090000 sec): 3 clusters
  Score: Raw -357658.351936 + Penalty 2781.957576 = -354876.394360
  nChanged 21
		SP:Iteration 46Q (6692.250000 sec): 3 clusters
  Score: Raw -357665.095584 + Penalty 2781.957576 = -354883.138007
  nChanged 20
		SP:Iteration 47Q (6692.380000 sec): 3 clusters
  Score: Raw -357672.203971 + Penalty 2781.957576 = -354890.246394
  nChanged 19
		SP:Iteration 48Q (6692.610000 sec): 3 clusters
  Score: Raw -357677.887501 + Penalty 2781.957576 = -354895.929924
  nChanged 16
		SP:Iteration 49Q (6692.760000 sec): 3 clusters
  Score: Raw -357682.018175 + Penalty 2781.957576 = -354900.060599
  nChanged 11
		SP:Iteration 50Q (6692.950000 sec): 3 clusters
  Score: Raw -357683.874177 + Penalty 2781.957576 = -354901.916601
  nChanged 7
		SP:Iteration 51Q (6693.110000 sec): 3 clusters
  Score: Raw -357684.884815 + Penalty 2781.957576 = -354902.927238
  nChanged 6
		SP:Iteration 52Q (6693.270000 sec): 3 clusters
  Score: Raw -357686.241043 + Penalty 2781.957576 = -354904.283467
  nChanged 5
		SP:Iteration 53Q (6693.460000 sec): 3 clusters
  Score: Raw -357687.726479 + Penalty 2781.957576 = -354905.768903
  nChanged 5
		SP:Iteration 54Q (6693.610000 sec): 3 clusters
  Score: Raw -357689.846170 + Penalty 2781.957576 = -354907.888594
  nChanged 5
		SP:Iteration 55Q (6693.760000 sec): 3 clusters
  Score: Raw -357691.536181 + Penalty 2781.957576 = -354909.578605
  nChanged 6
		SP:Iteration 56Q (6693.880000 sec): 3 clusters
  Score: Raw -357692.571707 + Penalty 2781.957576 = -354910.614131
  nChanged 3
		SP:Iteration 57Q (6694.030000 sec): 3 clusters
  Score: Raw -357693.194571 + Penalty 2781.957576 = -354911.236995
  nChanged 6
		SP:Iteration 58Q (6694.230000 sec): 3 clusters
  Score: Raw -357694.900899 + Penalty 2781.957576 = -354912.943323
  nChanged 6
		SP:Iteration 59Q (6694.410000 sec): 3 clusters
  Score: Raw -357696.557505 + Penalty 2781.957576 = -354914.599928
  nChanged 4
		SP:Iteration 60F (6694.570000 sec): 3 clusters
  Score: Raw -357697.384872 + Penalty 2781.957576 = -354915.427295
  nChanged 4
		SP:Iteration 61Q (6694.760000 sec): 3 clusters
  Score: Raw -357697.887333 + Penalty 2781.957576 = -354915.929757
  nChanged 0
		SP:Iteration 62F (6694.890000 sec): 3 clusters
  Score: Raw -357697.887333 + Penalty 2781.957576 = -354915.929757
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6694.980000 sec): 2 clusters
  Score: Raw -336115.370357 + Penalty 1344.126611 = -334771.243746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6695.170000 sec): 3 clusters
  Score: Raw -334161.685585 + Penalty 2688.253222 = -331473.432363
  nChanged 1559
		SP:Iteration 1F (6695.250000 sec): 3 clusters
  Score: Raw -335191.113778 + Penalty 2688.253222 = -332502.860556
  nChanged 406
		SP:Iteration 2F (6695.390000 sec): 3 clusters
  Score: Raw -335646.384908 + Penalty 2688.253222 = -332958.131686
  nChanged 352
		SP:Iteration 3F (6695.530000 sec): 3 clusters
  Score: Raw -336040.148561 + Penalty 2688.253222 = -333351.895339
  nChanged 278
		SP:Iteration 4F (6695.710000 sec): 3 clusters
  Score: Raw -336311.118439 + Penalty 2688.253222 = -333622.865217
  nChanged 210
		SP:Iteration 5F (6695.850000 sec): 3 clusters
  Score: Raw -336478.220661 + Penalty 2688.253222 = -333789.967440
  nChanged 143
		SP:Iteration 6Q (6695.990000 sec): 3 clusters
  Score: Raw -336605.329369 + Penalty 2688.253222 = -333917.076147
  nChanged 113
		SP:Iteration 7Q (6696.140000 sec): 3 clusters
  Score: Raw -336708.764897 + Penalty 2688.253222 = -334020.511675
  nChanged 89
		SP:Iteration 8Q (6696.230000 sec): 3 clusters
  Score: Raw -336779.952520 + Penalty 2688.253222 = -334091.699298
  nChanged 76
		SP:Iteration 9Q (6696.380000 sec): 3 clusters
  Score: Raw -336829.614354 + Penalty 2688.253222 = -334141.361132
  nChanged 59
		SP:Iteration 10Q (6696.530000 sec): 3 clusters
  Score: Raw -336866.944586 + Penalty 2688.253222 = -334178.691364
  nChanged 56
		SP:Iteration 11Q (6696.700000 sec): 3 clusters
  Score: Raw -336902.421648 + Penalty 2688.253222 = -334214.168426
  nChanged 47
		SP:Iteration 12Q (6696.840000 sec): 3 clusters
  Score: Raw -336925.424913 + Penalty 2688.253222 = -334237.171691
  nChanged 26
		SP:Iteration 13Q (6697.010000 sec): 3 clusters
  Score: Raw -336937.386650 + Penalty 2688.253222 = -334249.133428
  nChanged 21
		SP:Iteration 14Q (6697.160000 sec): 3 clusters
  Score: Raw -336944.242514 + Penalty 2688.253222 = -334255.989292
  nChanged 12
		SP:Iteration 15Q (6697.360000 sec): 3 clusters
  Score: Raw -336949.498868 + Penalty 2688.253222 = -334261.245646
  nChanged 11
		SP:Iteration 16Q (6697.490000 sec): 3 clusters
  Score: Raw -336953.704843 + Penalty 2688.253222 = -334265.451621
  nChanged 7
		SP:Iteration 17Q (6697.630000 sec): 3 clusters
  Score: Raw -336956.025498 + Penalty 2688.253222 = -334267.772276
  nChanged 5
		SP:Iteration 18Q (6697.810000 sec): 3 clusters
  Score: Raw -336957.161155 + Penalty 2688.253222 = -334268.907933
  nChanged 4
		SP:Iteration 19Q (6697.950000 sec): 3 clusters
  Score: Raw -336958.279904 + Penalty 2688.253222 = -334270.026682
  nChanged 3
		SP:Iteration 20F (6698.120000 sec): 3 clusters
  Score: Raw -336958.788704 + Penalty 2688.253222 = -334270.535483
  nChanged 3
		SP:Iteration 21Q (6698.260000 sec): 3 clusters
  Score: Raw -336959.408230 + Penalty 2688.253222 = -334271.155009
  nChanged 3
		SP:Iteration 22Q (6698.380000 sec): 3 clusters
  Score: Raw -336960.131197 + Penalty 2688.253222 = -334271.877976
  nChanged 2
		SP:Iteration 23Q (6698.510000 sec): 3 clusters
  Score: Raw -336960.552610 + Penalty 2688.253222 = -334272.299388
  nChanged 3
		SP:Iteration 24Q (6698.640000 sec): 3 clusters
  Score: Raw -336961.006607 + Penalty 2688.253222 = -334272.753385
  nChanged 1
		SP:Iteration 25Q (6698.780000 sec): 3 clusters
  Score: Raw -336961.595358 + Penalty 2688.253222 = -334273.342136
  nChanged 1
		SP:Iteration 26Q (6698.910000 sec): 3 clusters
  Score: Raw -336962.018778 + Penalty 2688.253222 = -334273.765556
  nChanged 0
		SP:Iteration 27F (6699.010000 sec): 3 clusters
  Score: Raw -336962.018778 + Penalty 2688.253222 = -334273.765556
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (18319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6699.190000 sec): 2 clusters
  Score: Raw -1548395.974452 + Penalty 1595.050283 = -1546800.924169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6699.490000 sec): 3 clusters
  Score: Raw -1537592.334421 + Penalty 3190.100567 = -1534402.233854
  nChanged 8085
		SP:Iteration 1F (6699.740000 sec): 3 clusters
  Score: Raw -1542745.331860 + Penalty 3190.100567 = -1539555.231293
  nChanged 1549
		SP:Iteration 2F (6700.040000 sec): 3 clusters
  Score: Raw -1543936.098254 + Penalty 3190.100567 = -1540745.997687
  nChanged 1453
		SP:Iteration 3F (6700.300000 sec): 3 clusters
  Score: Raw -1545059.260445 + Penalty 3190.100567 = -1541869.159878
  nChanged 1305
		SP:Iteration 4F (6700.610000 sec): 3 clusters
  Score: Raw -1545968.348935 + Penalty 3190.100567 = -1542778.248369
  nChanged 1008
		SP:Iteration 5F (6700.870000 sec): 3 clusters
  Score: Raw -1546529.504346 + Penalty 3190.100567 = -1543339.403779
  nChanged 770
		SP:Iteration 6Q (6701.160000 sec): 3 clusters
  Score: Raw -1546917.102983 + Penalty 3190.100567 = -1543727.002416
  nChanged 616
		SP:Iteration 7Q (6701.420000 sec): 3 clusters
  Score: Raw -1547229.329139 + Penalty 3190.100567 = -1544039.228573
  nChanged 508
		SP:Iteration 8Q (6701.660000 sec): 3 clusters
  Score: Raw -1547432.852728 + Penalty 3190.100567 = -1544242.752162
  nChanged 431
		SP:Iteration 9Q (6701.930000 sec): 3 clusters
  Score: Raw -1547588.997501 + Penalty 3190.100567 = -1544398.896935
  nChanged 381
		SP:Iteration 10Q (6702.230000 sec): 3 clusters
  Score: Raw -1547705.407860 + Penalty 3190.100567 = -1544515.307293
  nChanged 328
		SP:Iteration 11Q (6702.540000 sec): 3 clusters
  Score: Raw -1547784.115468 + Penalty 3190.100567 = -1544594.014901
  nChanged 257
		SP:Iteration 12Q (6702.800000 sec): 3 clusters
  Score: Raw -1547842.630407 + Penalty 3190.100567 = -1544652.529840
  nChanged 220
		SP:Iteration 13Q (6703.030000 sec): 3 clusters
  Score: Raw -1547883.926523 + Penalty 3190.100567 = -1544693.825957
  nChanged 184
		SP:Iteration 14Q (6703.290000 sec): 3 clusters
  Score: Raw -1547920.618246 + Penalty 3190.100567 = -1544730.517679
  nChanged 170
		SP:Iteration 15Q (6703.550000 sec): 3 clusters
  Score: Raw -1547953.152956 + Penalty 3190.100567 = -1544763.052389
  nChanged 133
		SP:Iteration 16Q (6703.810000 sec): 3 clusters
  Score: Raw -1547979.547722 + Penalty 3190.100567 = -1544789.447155
  nChanged 139
		SP:Iteration 17Q (6704.100000 sec): 3 clusters
  Score: Raw -1548002.969427 + Penalty 3190.100567 = -1544812.868860
  nChanged 113
		SP:Iteration 18Q (6704.310000 sec): 3 clusters
  Score: Raw -1548021.794078 + Penalty 3190.100567 = -1544831.693511
  nChanged 105
		SP:Iteration 19Q (6704.580000 sec): 3 clusters
  Score: Raw -1548035.272597 + Penalty 3190.100567 = -1544845.172030
  nChanged 85
		SP:Iteration 20F (6704.920000 sec): 3 clusters
  Score: Raw -1548046.303733 + Penalty 3190.100567 = -1544856.203166
  nChanged 78
		SP:Iteration 21Q (6705.190000 sec): 3 clusters
  Score: Raw -1548055.861582 + Penalty 3190.100567 = -1544865.761016
  nChanged 84
		SP:Iteration 22Q (6705.380000 sec): 3 clusters
  Score: Raw -1548066.629766 + Penalty 3190.100567 = -1544876.529199
  nChanged 84
		SP:Iteration 23Q (6705.690000 sec): 3 clusters
  Score: Raw -1548078.546506 + Penalty 3190.100567 = -1544888.445939
  nChanged 96
		SP:Iteration 24Q (6706.030000 sec): 3 clusters
  Score: Raw -1548091.114470 + Penalty 3190.100567 = -1544901.013904
  nChanged 83
		SP:Iteration 25Q (6706.290000 sec): 3 clusters
  Score: Raw -1548103.908159 + Penalty 3190.100567 = -1544913.807592
  nChanged 80
		SP:Iteration 26Q (6706.610000 sec): 3 clusters
  Score: Raw -1548114.624262 + Penalty 3190.100567 = -1544924.523695
  nChanged 84
		SP:Iteration 27Q (6706.830000 sec): 3 clusters
  Score: Raw -1548127.085007 + Penalty 3190.100567 = -1544936.984440
  nChanged 77
		SP:Iteration 28Q (6707.150000 sec): 3 clusters
  Score: Raw -1548137.873380 + Penalty 3190.100567 = -1544947.772813
  nChanged 81
		SP:Iteration 29Q (6707.420000 sec): 3 clusters
  Score: Raw -1548151.121456 + Penalty 3190.100567 = -1544961.020889
  nChanged 86
		SP:Iteration 30Q (6707.650000 sec): 3 clusters
  Score: Raw -1548164.113330 + Penalty 3190.100567 = -1544974.012763
  nChanged 86
		SP:Iteration 31Q (6707.970000 sec): 3 clusters
  Score: Raw -1548177.170909 + Penalty 3190.100567 = -1544987.070342
  nChanged 100
		SP:Iteration 32Q (6708.170000 sec): 3 clusters
  Score: Raw -1548193.998216 + Penalty 3190.100567 = -1545003.897649
  nChanged 115
		SP:Iteration 33Q (6708.490000 sec): 3 clusters
  Score: Raw -1548215.152301 + Penalty 3190.100567 = -1545025.051734
  nChanged 117
		SP:Iteration 34Q (6708.740000 sec): 3 clusters
  Score: Raw -1548238.906525 + Penalty 3190.100567 = -1545048.805958
  nChanged 132
		SP:Iteration 35Q (6709.030000 sec): 3 clusters
  Score: Raw -1548263.886945 + Penalty 3190.100567 = -1545073.786378
  nChanged 116
		SP:Iteration 36Q (6709.290000 sec): 3 clusters
  Score: Raw -1548287.333889 + Penalty 3190.100567 = -1545097.233322
  nChanged 129
		SP:Iteration 37Q (6709.510000 sec): 3 clusters
  Score: Raw -1548315.204544 + Penalty 3190.100567 = -1545125.103977
  nChanged 139
		SP:Iteration 38Q (6709.770000 sec): 3 clusters
  Score: Raw -1548341.573067 + Penalty 3190.100567 = -1545151.472500
  nChanged 132
		SP:Iteration 39Q (6709.990000 sec): 3 clusters
  Score: Raw -1548367.750788 + Penalty 3190.100567 = -1545177.650221
  nChanged 130
		SP:Iteration 40F (6710.290000 sec): 3 clusters
  Score: Raw -1548392.537985 + Penalty 3190.100567 = -1545202.437418
  nChanged 128
		SP:Iteration 41Q (6710.530000 sec): 3 clusters
  Score: Raw -1548420.303044 + Penalty 3190.100567 = -1545230.202477
  nChanged 148
		SP:Iteration 42Q (6710.820000 sec): 3 clusters
  Score: Raw -1548454.600899 + Penalty 3190.100567 = -1545264.500332
  nChanged 161
		SP:Iteration 43Q (6711.080000 sec): 3 clusters
  Score: Raw -1548489.162256 + Penalty 3190.100567 = -1545299.061689
  nChanged 155
		SP:Iteration 44Q (6711.330000 sec): 3 clusters
  Score: Raw -1548524.210894 + Penalty 3190.100567 = -1545334.110327
  nChanged 163
		SP:Iteration 45Q (6711.580000 sec): 3 clusters
  Score: Raw -1548560.069701 + Penalty 3190.100567 = -1545369.969134
  nChanged 158
		SP:Iteration 46Q (6711.840000 sec): 3 clusters
  Score: Raw -1548598.266818 + Penalty 3190.100567 = -1545408.166252
  nChanged 159
		SP:Iteration 47Q (6712.110000 sec): 3 clusters
  Score: Raw -1548636.693423 + Penalty 3190.100567 = -1545446.592857
  nChanged 170
		SP:Iteration 48Q (6712.390000 sec): 3 clusters
  Score: Raw -1548680.749092 + Penalty 3190.100567 = -1545490.648525
  nChanged 168
		SP:Iteration 49Q (6712.650000 sec): 3 clusters
  Score: Raw -1548733.583078 + Penalty 3190.100567 = -1545543.482511
  nChanged 189
		SP:Iteration 50Q (6712.930000 sec): 3 clusters
  Score: Raw -1548795.752871 + Penalty 3190.100567 = -1545605.652305
  nChanged 210
		SP:Iteration 51Q (6713.230000 sec): 3 clusters
  Score: Raw -1548864.442549 + Penalty 3190.100567 = -1545674.341982
  nChanged 171
		SP:Iteration 52Q (6713.470000 sec): 3 clusters
  Score: Raw -1548920.345815 + Penalty 3190.100567 = -1545730.245248
  nChanged 170
		SP:Iteration 53Q (6713.750000 sec): 3 clusters
  Score: Raw -1548975.690937 + Penalty 3190.100567 = -1545785.590370
  nChanged 157
		SP:Iteration 54Q (6714.030000 sec): 3 clusters
  Score: Raw -1549020.725175 + Penalty 3190.100567 = -1545830.624609
  nChanged 117
		SP:Iteration 55Q (6714.260000 sec): 3 clusters
  Score: Raw -1549049.645566 + Penalty 3190.100567 = -1545859.544999
  nChanged 125
		SP:Iteration 56Q (6714.530000 sec): 3 clusters
  Score: Raw -1549079.291171 + Penalty 3190.100567 = -1545889.190604
  nChanged 106
		SP:Iteration 57Q (6714.760000 sec): 3 clusters
  Score: Raw -1549106.055434 + Penalty 3190.100567 = -1545915.954867
  nChanged 104
		SP:Iteration 58Q (6715.000000 sec): 3 clusters
  Score: Raw -1549132.437477 + Penalty 3190.100567 = -1545942.336910
  nChanged 95
		SP:Iteration 59Q (6715.230000 sec): 3 clusters
  Score: Raw -1549157.647572 + Penalty 3190.100567 = -1545967.547005
  nChanged 86
		SP:Iteration 60F (6715.480000 sec): 3 clusters
  Score: Raw -1549178.702843 + Penalty 3190.100567 = -1545988.602276
  nChanged 72
		SP:Iteration 61Q (6715.760000 sec): 3 clusters
  Score: Raw -1549194.652464 + Penalty 3190.100567 = -1546004.551897
  nChanged 50
		SP:Iteration 62Q (6716.030000 sec): 3 clusters
  Score: Raw -1549203.914294 + Penalty 3190.100567 = -1546013.813727
  nChanged 36
		SP:Iteration 63Q (6716.240000 sec): 3 clusters
  Score: Raw -1549211.915704 + Penalty 3190.100567 = -1546021.815137
  nChanged 30
		SP:Iteration 64Q (6716.470000 sec): 3 clusters
  Score: Raw -1549218.053902 + Penalty 3190.100567 = -1546027.953336
  nChanged 35
		SP:Iteration 65Q (6716.700000 sec): 3 clusters
  Score: Raw -1549227.377141 + Penalty 3190.100567 = -1546037.276574
  nChanged 30
		SP:Iteration 66Q (6716.970000 sec): 3 clusters
  Score: Raw -1549234.993000 + Penalty 3190.100567 = -1546044.892434
  nChanged 35
		SP:Iteration 67Q (6717.220000 sec): 3 clusters
  Score: Raw -1549242.250098 + Penalty 3190.100567 = -1546052.149531
  nChanged 27
		SP:Iteration 68Q (6717.430000 sec): 3 clusters
  Score: Raw -1549248.166920 + Penalty 3190.100567 = -1546058.066353
  nChanged 27
		SP:Iteration 69Q (6717.650000 sec): 3 clusters
  Score: Raw -1549255.178403 + Penalty 3190.100567 = -1546065.077837
  nChanged 26
		SP:Iteration 70Q (6717.920000 sec): 3 clusters
  Score: Raw -1549260.518630 + Penalty 3190.100567 = -1546070.418064
  nChanged 21
		SP:Iteration 71Q (6718.190000 sec): 3 clusters
  Score: Raw -1549266.282637 + Penalty 3190.100567 = -1546076.182071
  nChanged 26
		SP:Iteration 72Q (6718.420000 sec): 3 clusters
  Score: Raw -1549272.903854 + Penalty 3190.100567 = -1546082.803287
  nChanged 21
		SP:Iteration 73Q (6718.720000 sec): 3 clusters
  Score: Raw -1549278.189538 + Penalty 3190.100567 = -1546088.088972
  nChanged 21
		SP:Iteration 74Q (6718.980000 sec): 3 clusters
  Score: Raw -1549283.672777 + Penalty 3190.100567 = -1546093.572210
  nChanged 23
		SP:Iteration 75Q (6719.240000 sec): 3 clusters
  Score: Raw -1549289.801632 + Penalty 3190.100567 = -1546099.701065
  nChanged 17
		SP:Iteration 76Q (6719.510000 sec): 3 clusters
  Score: Raw -1549294.645793 + Penalty 3190.100567 = -1546104.545226
  nChanged 17
		SP:Iteration 77Q (6719.820000 sec): 3 clusters
  Score: Raw -1549298.449707 + Penalty 3190.100567 = -1546108.349140
  nChanged 14
		SP:Iteration 78Q (6720.110000 sec): 3 clusters
  Score: Raw -1549301.146704 + Penalty 3190.100567 = -1546111.046137
  nChanged 13
		SP:Iteration 79Q (6720.400000 sec): 3 clusters
  Score: Raw -1549303.441869 + Penalty 3190.100567 = -1546113.341302
  nChanged 8
		SP:Iteration 80F (6720.690000 sec): 3 clusters
  Score: Raw -1549304.656667 + Penalty 3190.100567 = -1546114.556101
  nChanged 3
		SP:Iteration 81Q (6720.870000 sec): 3 clusters
  Score: Raw -1549305.244723 + Penalty 3190.100567 = -1546115.144157
  nChanged 3
		SP:Iteration 82Q (6721.130000 sec): 3 clusters
  Score: Raw -1549305.748239 + Penalty 3190.100567 = -1546115.647672
  nChanged 2
		SP:Iteration 83Q (6721.420000 sec): 3 clusters
  Score: Raw -1549306.282600 + Penalty 3190.100567 = -1546116.182033
  nChanged 1
		SP:Iteration 84Q (6721.690000 sec): 3 clusters
  Score: Raw -1549306.568346 + Penalty 3190.100567 = -1546116.467780
  nChanged 2
		SP:Iteration 85Q (6721.920000 sec): 3 clusters
  Score: Raw -1549307.260774 + Penalty 3190.100567 = -1546117.160207
  nChanged 3
		SP:Iteration 86Q (6722.190000 sec): 3 clusters
  Score: Raw -1549307.761802 + Penalty 3190.100567 = -1546117.661235
  nChanged 1
		SP:Iteration 87Q (6722.440000 sec): 3 clusters
  Score: Raw -1549307.916459 + Penalty 3190.100567 = -1546117.815892
  nChanged 2
		SP:Iteration 88Q (6722.700000 sec): 3 clusters
  Score: Raw -1549308.883318 + Penalty 3190.100567 = -1546118.782752
  nChanged 7
		SP:Iteration 89Q (6722.950000 sec): 3 clusters
  Score: Raw -1549309.773686 + Penalty 3190.100567 = -1546119.673119
  nChanged 3
		SP:Iteration 90Q (6723.270000 sec): 3 clusters
  Score: Raw -1549310.057226 + Penalty 3190.100567 = -1546119.956659
  nChanged 1
		SP:Iteration 91Q (6723.510000 sec): 3 clusters
  Score: Raw -1549310.273752 + Penalty 3190.100567 = -1546120.173185
  nChanged 1
		SP:Iteration 92Q (6723.760000 sec): 3 clusters
  Score: Raw -1549310.874687 + Penalty 3190.100567 = -1546120.774120
  nChanged 3
		SP:Iteration 93Q (6724.060000 sec): 3 clusters
  Score: Raw -1549311.260127 + Penalty 3190.100567 = -1546121.159560
  nChanged 3
		SP:Iteration 94Q (6724.270000 sec): 3 clusters
  Score: Raw -1549311.918693 + Penalty 3190.100567 = -1546121.818126
  nChanged 3
		SP:Iteration 95Q (6724.510000 sec): 3 clusters
  Score: Raw -1549312.351905 + Penalty 3190.100567 = -1546122.251338
  nChanged 2
		SP:Iteration 96Q (6724.790000 sec): 3 clusters
  Score: Raw -1549312.610317 + Penalty 3190.100567 = -1546122.509750
  nChanged 0
		SP:Iteration 97F (6725.050000 sec): 3 clusters
  Score: Raw -1549312.610317 + Penalty 3190.100567 = -1546122.509750
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (1108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6725.140000 sec): 2 clusters
  Score: Raw -69950.332882 + Penalty 1139.175678 = -68811.157204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6725.310000 sec): 3 clusters
  Score: Raw -69666.461864 + Penalty 2278.351357 = -67388.110507
  nChanged 378
		SP:Iteration 1F (6725.490000 sec): 3 clusters
  Score: Raw -70213.785183 + Penalty 2278.351357 = -67935.433826
  nChanged 120
		SP:Iteration 2F (6725.650000 sec): 3 clusters
  Score: Raw -70445.674103 + Penalty 2278.351357 = -68167.322746
  nChanged 69
		SP:Iteration 3F (6725.810000 sec): 3 clusters
  Score: Raw -70613.062230 + Penalty 2278.351357 = -68334.710873
  nChanged 61
		SP:Iteration 4F (6725.950000 sec): 3 clusters
  Score: Raw -70752.003795 + Penalty 2278.351357 = -68473.652438
  nChanged 36
		SP:Iteration 5Q (6726.100000 sec): 3 clusters
  Score: Raw -70818.198491 + Penalty 2278.351357 = -68539.847134
  nChanged 29
		SP:Iteration 6Q (6726.260000 sec): 3 clusters
  Score: Raw -70879.388487 + Penalty 2278.351357 = -68601.037130
  nChanged 19
		SP:Iteration 7Q (6726.410000 sec): 3 clusters
  Score: Raw -70936.616440 + Penalty 2278.351357 = -68658.265083
  nChanged 25
		SP:Iteration 8Q (6726.560000 sec): 3 clusters
  Score: Raw -71011.269616 + Penalty 2278.351357 = -68732.918260
  nChanged 19
		SP:Iteration 9Q (6726.670000 sec): 3 clusters
  Score: Raw -71051.094968 + Penalty 2278.351357 = -68772.743611
  nChanged 21
		SP:Iteration 10Q (6726.800000 sec): 3 clusters
  Score: Raw -71087.603168 + Penalty 2278.351357 = -68809.251811
  nChanged 14
		SP:Iteration 11Q (6726.940000 sec): 3 clusters
  Score: Raw -71108.618290 + Penalty 2278.351357 = -68830.266933
  nChanged 6
		SP:Iteration 12Q (6727.140000 sec): 3 clusters
  Score: Raw -71119.759706 + Penalty 2278.351357 = -68841.408349
  nChanged 9
		SP:Iteration 13Q (6727.240000 sec): 3 clusters
  Score: Raw -71128.736062 + Penalty 2278.351357 = -68850.384705
  nChanged 5
		SP:Iteration 14Q (6727.390000 sec): 3 clusters
  Score: Raw -71133.139171 + Penalty 2278.351357 = -68854.787814
  nChanged 4
		SP:Iteration 15Q (6727.540000 sec): 3 clusters
  Score: Raw -71142.559913 + Penalty 2278.351357 = -68864.208556
  nChanged 3
		SP:Iteration 16Q (6727.740000 sec): 3 clusters
  Score: Raw -71173.240146 + Penalty 2278.351357 = -68894.888789
  nChanged 3
		SP:Iteration 17Q (6727.880000 sec): 3 clusters
  Score: Raw -71175.333152 + Penalty 2278.351357 = -68896.981795
  nChanged 2
		SP:Iteration 18Q (6728.030000 sec): 3 clusters
  Score: Raw -71178.638380 + Penalty 2278.351357 = -68900.287024
  nChanged 5
		SP:Iteration 19Q (6728.200000 sec): 3 clusters
  Score: Raw -71183.799664 + Penalty 2278.351357 = -68905.448307
  nChanged 5
		SP:Iteration 20F (6728.380000 sec): 3 clusters
  Score: Raw -71191.245526 + Penalty 2278.351357 = -68912.894169
  nChanged 8
		SP:Iteration 21Q (6728.530000 sec): 3 clusters
  Score: Raw -71202.578588 + Penalty 2278.351357 = -68924.227231
  nChanged 6
		SP:Iteration 22Q (6728.650000 sec): 3 clusters
  Score: Raw -71207.685885 + Penalty 2278.351357 = -68929.334528
  nChanged 2
		SP:Iteration 23Q (6728.780000 sec): 3 clusters
  Score: Raw -71213.733195 + Penalty 2278.351357 = -68935.381838
  nChanged 1
		SP:Iteration 24Q (6728.920000 sec): 3 clusters
  Score: Raw -71214.554833 + Penalty 2278.351357 = -68936.203476
  nChanged 1
		SP:Iteration 25Q (6729.060000 sec): 3 clusters
  Score: Raw -71214.814140 + Penalty 2278.351357 = -68936.462784
  nChanged 1
		SP:Iteration 26Q (6729.140000 sec): 3 clusters
  Score: Raw -71215.192375 + Penalty 2278.351357 = -68936.841018
  nChanged 1
		SP:Iteration 27Q (6729.260000 sec): 3 clusters
  Score: Raw -71215.905071 + Penalty 2278.351357 = -68937.553714
  nChanged 0
		SP:Iteration 28F (6729.380000 sec): 3 clusters
  Score: Raw -71215.905071 + Penalty 2278.351357 = -68937.553714
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (4710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6729.480000 sec): 2 clusters
  Score: Raw -371731.520899 + Penalty 1374.334518 = -370357.186382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6729.670000 sec): 3 clusters
  Score: Raw -369408.580731 + Penalty 2748.669036 = -366659.911695
  nChanged 1868
		SP:Iteration 1F (6729.840000 sec): 3 clusters
  Score: Raw -370729.989331 + Penalty 2748.669036 = -367981.320295
  nChanged 425
		SP:Iteration 2F (6730.050000 sec): 3 clusters
  Score: Raw -371113.663794 + Penalty 2748.669036 = -368364.994758
  nChanged 331
		SP:Iteration 3F (6730.160000 sec): 3 clusters
  Score: Raw -371446.236711 + Penalty 2748.669036 = -368697.567675
  nChanged 323
		SP:Iteration 4F (6730.310000 sec): 3 clusters
  Score: Raw -371742.783106 + Penalty 2748.669036 = -368994.114070
  nChanged 259
		SP:Iteration 5F (6730.490000 sec): 3 clusters
  Score: Raw -371998.027131 + Penalty 2748.669036 = -369249.358095
  nChanged 225
		SP:Iteration 6Q (6730.680000 sec): 3 clusters
  Score: Raw -372207.381909 + Penalty 2748.669036 = -369458.712873
  nChanged 201
		SP:Iteration 7Q (6730.830000 sec): 3 clusters
  Score: Raw -372367.036325 + Penalty 2748.669036 = -369618.367289
  nChanged 161
		SP:Iteration 8Q (6731.030000 sec): 3 clusters
  Score: Raw -372495.971400 + Penalty 2748.669036 = -369747.302364
  nChanged 160
		SP:Iteration 9Q (6731.180000 sec): 3 clusters
  Score: Raw -372605.225910 + Penalty 2748.669036 = -369856.556874
  nChanged 120
		SP:Iteration 10Q (6731.360000 sec): 3 clusters
  Score: Raw -372693.781919 + Penalty 2748.669036 = -369945.112884
  nChanged 106
		SP:Iteration 11Q (6731.530000 sec): 3 clusters
  Score: Raw -372781.927646 + Penalty 2748.669036 = -370033.258610
  nChanged 112
		SP:Iteration 12Q (6731.690000 sec): 3 clusters
  Score: Raw -372861.153720 + Penalty 2748.669036 = -370112.484684
  nChanged 83
		SP:Iteration 13Q (6731.910000 sec): 3 clusters
  Score: Raw -372911.456125 + Penalty 2748.669036 = -370162.787089
  nChanged 56
		SP:Iteration 14Q (6732.060000 sec): 3 clusters
  Score: Raw -372941.781128 + Penalty 2748.669036 = -370193.112092
  nChanged 49
		SP:Iteration 15Q (6732.260000 sec): 3 clusters
  Score: Raw -372966.643195 + Penalty 2748.669036 = -370217.974159
  nChanged 46
		SP:Iteration 16Q (6732.450000 sec): 3 clusters
  Score: Raw -372990.311299 + Penalty 2748.669036 = -370241.642263
  nChanged 44
		SP:Iteration 17Q (6732.600000 sec): 3 clusters
  Score: Raw -373011.813143 + Penalty 2748.669036 = -370263.144107
  nChanged 35
		SP:Iteration 18Q (6732.750000 sec): 3 clusters
  Score: Raw -373028.103490 + Penalty 2748.669036 = -370279.434454
  nChanged 31
		SP:Iteration 19Q (6732.910000 sec): 3 clusters
  Score: Raw -373044.167164 + Penalty 2748.669036 = -370295.498128
  nChanged 31
		SP:Iteration 20F (6733.080000 sec): 3 clusters
  Score: Raw -373061.131270 + Penalty 2748.669036 = -370312.462234
  nChanged 27
		SP:Iteration 21Q (6733.240000 sec): 3 clusters
  Score: Raw -373074.834148 + Penalty 2748.669036 = -370326.165113
  nChanged 30
		SP:Iteration 22Q (6733.360000 sec): 3 clusters
  Score: Raw -373091.768403 + Penalty 2748.669036 = -370343.099367
  nChanged 35
		SP:Iteration 23Q (6733.490000 sec): 3 clusters
  Score: Raw -373110.644551 + Penalty 2748.669036 = -370361.975515
  nChanged 44
		SP:Iteration 24Q (6733.620000 sec): 3 clusters
  Score: Raw -373138.310033 + Penalty 2748.669036 = -370389.640997
  nChanged 40
		SP:Iteration 25Q (6733.770000 sec): 3 clusters
  Score: Raw -373162.515966 + Penalty 2748.669036 = -370413.846931
  nChanged 36
		SP:Iteration 26Q (6733.890000 sec): 3 clusters
  Score: Raw -373179.439479 + Penalty 2748.669036 = -370430.770444
  nChanged 24
		SP:Iteration 27Q (6734.060000 sec): 3 clusters
  Score: Raw -373187.977378 + Penalty 2748.669036 = -370439.308342
  nChanged 17
		SP:Iteration 28Q (6734.220000 sec): 3 clusters
  Score: Raw -373196.010913 + Penalty 2748.669036 = -370447.341877
  nChanged 18
		SP:Iteration 29Q (6734.340000 sec): 3 clusters
  Score: Raw -373205.317226 + Penalty 2748.669036 = -370456.648191
  nChanged 17
		SP:Iteration 30Q (6734.520000 sec): 3 clusters
  Score: Raw -373213.130119 + Penalty 2748.669036 = -370464.461083
  nChanged 18
		SP:Iteration 31Q (6734.640000 sec): 3 clusters
  Score: Raw -373219.967759 + Penalty 2748.669036 = -370471.298723
  nChanged 12
		SP:Iteration 32Q (6734.780000 sec): 3 clusters
  Score: Raw -373226.114783 + Penalty 2748.669036 = -370477.445748
  nChanged 12
		SP:Iteration 33Q (6734.890000 sec): 3 clusters
  Score: Raw -373230.009354 + Penalty 2748.669036 = -370481.340319
  nChanged 9
		SP:Iteration 34Q (6735.040000 sec): 3 clusters
  Score: Raw -373233.039918 + Penalty 2748.669036 = -370484.370882
  nChanged 8
		SP:Iteration 35Q (6735.220000 sec): 3 clusters
  Score: Raw -373235.185899 + Penalty 2748.669036 = -370486.516863
  nChanged 7
		SP:Iteration 36Q (6735.360000 sec): 3 clusters
  Score: Raw -373237.389606 + Penalty 2748.669036 = -370488.720570
  nChanged 8
		SP:Iteration 37Q (6735.540000 sec): 3 clusters
  Score: Raw -373241.545723 + Penalty 2748.669036 = -370492.876687
  nChanged 10
		SP:Iteration 38Q (6735.700000 sec): 3 clusters
  Score: Raw -373244.706374 + Penalty 2748.669036 = -370496.037338
  nChanged 7
		SP:Iteration 39Q (6735.810000 sec): 3 clusters
  Score: Raw -373246.412386 + Penalty 2748.669036 = -370497.743350
  nChanged 5
		SP:Iteration 40F (6736.000000 sec): 3 clusters
  Score: Raw -373247.499809 + Penalty 2748.669036 = -370498.830773
  nChanged 3
		SP:Iteration 41Q (6736.180000 sec): 3 clusters
  Score: Raw -373248.095173 + Penalty 2748.669036 = -370499.426137
  nChanged 0
		SP:Iteration 42F (6736.330000 sec): 3 clusters
  Score: Raw -373248.095173 + Penalty 2748.669036 = -370499.426137
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (10678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6736.440000 sec): 2 clusters
  Score: Raw -852469.618620 + Penalty 1507.340385 = -850962.278235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6736.670000 sec): 3 clusters
  Score: Raw -846407.703902 + Penalty 3014.680769 = -843393.023132
  nChanged 4654
		SP:Iteration 1F (6736.840000 sec): 3 clusters
  Score: Raw -849442.514312 + Penalty 3014.680769 = -846427.833543
  nChanged 1009
		SP:Iteration 2F (6737.000000 sec): 3 clusters
  Score: Raw -850156.811092 + Penalty 3014.680769 = -847142.130323
  nChanged 838
		SP:Iteration 3F (6737.240000 sec): 3 clusters
  Score: Raw -850747.857137 + Penalty 3014.680769 = -847733.176367
  nChanged 652
		SP:Iteration 4F (6737.450000 sec): 3 clusters
  Score: Raw -851210.407484 + Penalty 3014.680769 = -848195.726714
  nChanged 590
		SP:Iteration 5F (6737.680000 sec): 3 clusters
  Score: Raw -851638.822291 + Penalty 3014.680769 = -848624.141521
  nChanged 537
		SP:Iteration 6F (6737.850000 sec): 3 clusters
  Score: Raw -852017.282503 + Penalty 3014.680769 = -849002.601734
  nChanged 429
		SP:Iteration 7Q (6738.060000 sec): 3 clusters
  Score: Raw -852287.604844 + Penalty 3014.680769 = -849272.924074
  nChanged 380
		SP:Iteration 8Q (6738.270000 sec): 3 clusters
  Score: Raw -852535.950721 + Penalty 3014.680769 = -849521.269951
  nChanged 342
		SP:Iteration 9Q (6738.490000 sec): 3 clusters
  Score: Raw -852750.657978 + Penalty 3014.680769 = -849735.977208
  nChanged 298
		SP:Iteration 10Q (6738.720000 sec): 3 clusters
  Score: Raw -852921.618581 + Penalty 3014.680769 = -849906.937812
  nChanged 237
		SP:Iteration 11Q (6738.920000 sec): 3 clusters
  Score: Raw -853062.927837 + Penalty 3014.680769 = -850048.247068
  nChanged 223
		SP:Iteration 12Q (6739.110000 sec): 3 clusters
  Score: Raw -853196.657999 + Penalty 3014.680769 = -850181.977230
  nChanged 205
		SP:Iteration 13Q (6739.350000 sec): 3 clusters
  Score: Raw -853338.221807 + Penalty 3014.680769 = -850323.541037
  nChanged 190
		SP:Iteration 14Q (6739.520000 sec): 3 clusters
  Score: Raw -853461.892422 + Penalty 3014.680769 = -850447.211653
  nChanged 178
		SP:Iteration 15Q (6739.750000 sec): 3 clusters
  Score: Raw -853574.391548 + Penalty 3014.680769 = -850559.710778
  nChanged 152
		SP:Iteration 16Q (6739.910000 sec): 3 clusters
  Score: Raw -853668.974737 + Penalty 3014.680769 = -850654.293968
  nChanged 139
		SP:Iteration 17Q (6740.140000 sec): 3 clusters
  Score: Raw -853743.951863 + Penalty 3014.680769 = -850729.271094
  nChanged 131
		SP:Iteration 18Q (6740.290000 sec): 3 clusters
  Score: Raw -853802.561654 + Penalty 3014.680769 = -850787.880884
  nChanged 101
		SP:Iteration 19Q (6740.430000 sec): 3 clusters
  Score: Raw -853853.965580 + Penalty 3014.680769 = -850839.284811
  nChanged 108
		SP:Iteration 20F (6740.620000 sec): 3 clusters
  Score: Raw -853911.607358 + Penalty 3014.680769 = -850896.926588
  nChanged 115
		SP:Iteration 21Q (6740.810000 sec): 3 clusters
  Score: Raw -853983.163264 + Penalty 3014.680769 = -850968.482495
  nChanged 123
		SP:Iteration 22Q (6741.040000 sec): 3 clusters
  Score: Raw -854054.058600 + Penalty 3014.680769 = -851039.377831
  nChanged 124
		SP:Iteration 23Q (6741.220000 sec): 3 clusters
  Score: Raw -854122.322156 + Penalty 3014.680769 = -851107.641386
  nChanged 120
		SP:Iteration 24Q (6741.380000 sec): 3 clusters
  Score: Raw -854193.602440 + Penalty 3014.680769 = -851178.921671
  nChanged 120
		SP:Iteration 25Q (6741.580000 sec): 3 clusters
  Score: Raw -854254.937210 + Penalty 3014.680769 = -851240.256441
  nChanged 121
		SP:Iteration 26Q (6741.750000 sec): 3 clusters
  Score: Raw -854309.743315 + Penalty 3014.680769 = -851295.062546
  nChanged 100
		SP:Iteration 27Q (6741.980000 sec): 3 clusters
  Score: Raw -854349.858902 + Penalty 3014.680769 = -851335.178133
  nChanged 77
		SP:Iteration 28Q (6742.190000 sec): 3 clusters
  Score: Raw -854380.693116 + Penalty 3014.680769 = -851366.012346
  nChanged 84
		SP:Iteration 29Q (6742.420000 sec): 3 clusters
  Score: Raw -854412.633259 + Penalty 3014.680769 = -851397.952490
  nChanged 71
		SP:Iteration 30Q (6742.620000 sec): 3 clusters
  Score: Raw -854437.109848 + Penalty 3014.680769 = -851422.429079
  nChanged 51
		SP:Iteration 31Q (6742.820000 sec): 3 clusters
  Score: Raw -854454.757816 + Penalty 3014.680769 = -851440.077046
  nChanged 46
		SP:Iteration 32Q (6742.980000 sec): 3 clusters
  Score: Raw -854467.002516 + Penalty 3014.680769 = -851452.321747
  nChanged 38
		SP:Iteration 33Q (6743.210000 sec): 3 clusters
  Score: Raw -854476.279120 + Penalty 3014.680769 = -851461.598351
  nChanged 24
		SP:Iteration 34Q (6743.360000 sec): 3 clusters
  Score: Raw -854481.862494 + Penalty 3014.680769 = -851467.181724
  nChanged 20
		SP:Iteration 35Q (6743.570000 sec): 3 clusters
  Score: Raw -854486.345271 + Penalty 3014.680769 = -851471.664502
  nChanged 17
		SP:Iteration 36Q (6743.730000 sec): 3 clusters
  Score: Raw -854488.933719 + Penalty 3014.680769 = -851474.252949
  nChanged 15
		SP:Iteration 37Q (6743.960000 sec): 3 clusters
  Score: Raw -854491.311581 + Penalty 3014.680769 = -851476.630812
  nChanged 11
		SP:Iteration 38Q (6744.120000 sec): 3 clusters
  Score: Raw -854494.186293 + Penalty 3014.680769 = -851479.505524
  nChanged 13
		SP:Iteration 39Q (6744.270000 sec): 3 clusters
  Score: Raw -854497.109050 + Penalty 3014.680769 = -851482.428281
  nChanged 11
		SP:Iteration 40F (6744.480000 sec): 3 clusters
  Score: Raw -854504.405270 + Penalty 3014.680769 = -851489.724500
  nChanged 14
		SP:Iteration 41Q (6744.660000 sec): 3 clusters
  Score: Raw -854510.927927 + Penalty 3014.680769 = -851496.247158
  nChanged 28
		SP:Iteration 42Q (6744.830000 sec): 3 clusters
  Score: Raw -854520.012091 + Penalty 3014.680769 = -851505.331322
  nChanged 26
		SP:Iteration 43Q (6744.990000 sec): 3 clusters
  Score: Raw -854526.573218 + Penalty 3014.680769 = -851511.892449
  nChanged 16
		SP:Iteration 44Q (6745.180000 sec): 3 clusters
  Score: Raw -854531.120257 + Penalty 3014.680769 = -851516.439487
  nChanged 24
		SP:Iteration 45Q (6745.350000 sec): 3 clusters
  Score: Raw -854538.290430 + Penalty 3014.680769 = -851523.609660
  nChanged 23
		SP:Iteration 46Q (6745.540000 sec): 3 clusters
  Score: Raw -854545.292980 + Penalty 3014.680769 = -851530.612211
  nChanged 29
		SP:Iteration 47Q (6745.720000 sec): 3 clusters
  Score: Raw -854552.073437 + Penalty 3014.680769 = -851537.392667
  nChanged 23
		SP:Iteration 48Q (6745.930000 sec): 3 clusters
  Score: Raw -854558.261696 + Penalty 3014.680769 = -851543.580927
  nChanged 24
		SP:Iteration 49Q (6746.100000 sec): 3 clusters
  Score: Raw -854562.852172 + Penalty 3014.680769 = -851548.171402
  nChanged 20
		SP:Iteration 50Q (6746.290000 sec): 3 clusters
  Score: Raw -854565.930449 + Penalty 3014.680769 = -851551.249680
  nChanged 8
		SP:Iteration 51Q (6746.490000 sec): 3 clusters
  Score: Raw -854567.696843 + Penalty 3014.680769 = -851553.016073
  nChanged 4
		SP:Iteration 52Q (6746.710000 sec): 3 clusters
  Score: Raw -854568.895862 + Penalty 3014.680769 = -851554.215093
  nChanged 6
		SP:Iteration 53Q (6746.880000 sec): 3 clusters
  Score: Raw -854570.828789 + Penalty 3014.680769 = -851556.148020
  nChanged 10
		SP:Iteration 54Q (6747.100000 sec): 3 clusters
  Score: Raw -854572.394211 + Penalty 3014.680769 = -851557.713442
  nChanged 10
		SP:Iteration 55Q (6747.280000 sec): 3 clusters
  Score: Raw -854574.319797 + Penalty 3014.680769 = -851559.639027
  nChanged 13
		SP:Iteration 56Q (6747.500000 sec): 3 clusters
  Score: Raw -854576.707971 + Penalty 3014.680769 = -851562.027202
  nChanged 15
		SP:Iteration 57Q (6747.620000 sec): 3 clusters
  Score: Raw -854579.061596 + Penalty 3014.680769 = -851564.380827
  nChanged 14
		SP:Iteration 58Q (6747.760000 sec): 3 clusters
  Score: Raw -854582.834798 + Penalty 3014.680769 = -851568.154029
  nChanged 25
		SP:Iteration 59Q (6747.960000 sec): 3 clusters
  Score: Raw -854589.836625 + Penalty 3014.680769 = -851575.155855
  nChanged 26
		SP:Iteration 60F (6748.100000 sec): 3 clusters
  Score: Raw -854595.645191 + Penalty 3014.680769 = -851580.964422
  nChanged 23
		SP:Iteration 61Q (6748.290000 sec): 3 clusters
  Score: Raw -854600.317331 + Penalty 3014.680769 = -851585.636562
  nChanged 14
		SP:Iteration 62Q (6748.480000 sec): 3 clusters
  Score: Raw -854602.215365 + Penalty 3014.680769 = -851587.534595
  nChanged 13
		SP:Iteration 63Q (6748.660000 sec): 3 clusters
  Score: Raw -854604.360282 + Penalty 3014.680769 = -851589.679512
  nChanged 14
		SP:Iteration 64Q (6748.880000 sec): 3 clusters
  Score: Raw -854607.231511 + Penalty 3014.680769 = -851592.550742
  nChanged 12
		SP:Iteration 65Q (6749.040000 sec): 3 clusters
  Score: Raw -854609.379930 + Penalty 3014.680769 = -851594.699160
  nChanged 14
		SP:Iteration 66Q (6749.220000 sec): 3 clusters
  Score: Raw -854611.834317 + Penalty 3014.680769 = -851597.153548
  nChanged 18
		SP:Iteration 67Q (6749.340000 sec): 3 clusters
  Score: Raw -854615.056595 + Penalty 3014.680769 = -851600.375826
  nChanged 19
		SP:Iteration 68Q (6749.500000 sec): 3 clusters
  Score: Raw -854619.915339 + Penalty 3014.680769 = -851605.234570
  nChanged 21
		SP:Iteration 69Q (6749.720000 sec): 3 clusters
  Score: Raw -854624.760950 + Penalty 3014.680769 = -851610.080180
  nChanged 19
		SP:Iteration 70Q (6749.920000 sec): 3 clusters
  Score: Raw -854627.381871 + Penalty 3014.680769 = -851612.701101
  nChanged 17
		SP:Iteration 71Q (6750.110000 sec): 3 clusters
  Score: Raw -854630.824235 + Penalty 3014.680769 = -851616.143466
  nChanged 18
		SP:Iteration 72Q (6750.300000 sec): 3 clusters
  Score: Raw -854635.343643 + Penalty 3014.680769 = -851620.662874
  nChanged 19
		SP:Iteration 73Q (6750.460000 sec): 3 clusters
  Score: Raw -854638.072465 + Penalty 3014.680769 = -851623.391696
  nChanged 12
		SP:Iteration 74Q (6750.640000 sec): 3 clusters
  Score: Raw -854639.665239 + Penalty 3014.680769 = -851624.984470
  nChanged 11
		SP:Iteration 75Q (6750.860000 sec): 3 clusters
  Score: Raw -854641.203705 + Penalty 3014.680769 = -851626.522935
  nChanged 11
		SP:Iteration 76Q (6751.040000 sec): 3 clusters
  Score: Raw -854642.444673 + Penalty 3014.680769 = -851627.763903
  nChanged 8
		SP:Iteration 77Q (6751.270000 sec): 3 clusters
  Score: Raw -854643.645927 + Penalty 3014.680769 = -851628.965158
  nChanged 15
		SP:Iteration 78Q (6751.460000 sec): 3 clusters
  Score: Raw -854647.509571 + Penalty 3014.680769 = -851632.828801
  nChanged 16
		SP:Iteration 79Q (6751.590000 sec): 3 clusters
  Score: Raw -854651.004061 + Penalty 3014.680769 = -851636.323291
  nChanged 13
		SP:Iteration 80F (6751.870000 sec): 3 clusters
  Score: Raw -854653.328346 + Penalty 3014.680769 = -851638.647577
  nChanged 16
		SP:Iteration 81Q (6752.000000 sec): 3 clusters
  Score: Raw -854655.875038 + Penalty 3014.680769 = -851641.194269
  nChanged 13
		SP:Iteration 82Q (6752.200000 sec): 3 clusters
  Score: Raw -854658.030006 + Penalty 3014.680769 = -851643.349236
  nChanged 13
		SP:Iteration 83Q (6752.400000 sec): 3 clusters
  Score: Raw -854661.114223 + Penalty 3014.680769 = -851646.433453
  nChanged 21
		SP:Iteration 84Q (6752.600000 sec): 3 clusters
  Score: Raw -854664.084873 + Penalty 3014.680769 = -851649.404104
  nChanged 13
		SP:Iteration 85Q (6752.810000 sec): 3 clusters
  Score: Raw -854666.228222 + Penalty 3014.680769 = -851651.547453
  nChanged 15
		SP:Iteration 86Q (6753.020000 sec): 3 clusters
  Score: Raw -854668.429270 + Penalty 3014.680769 = -851653.748500
  nChanged 11
		SP:Iteration 87Q (6753.240000 sec): 3 clusters
  Score: Raw -854669.834447 + Penalty 3014.680769 = -851655.153678
  nChanged 4
		SP:Iteration 88Q (6753.430000 sec): 3 clusters
  Score: Raw -854670.637579 + Penalty 3014.680769 = -851655.956810
  nChanged 4
		SP:Iteration 89Q (6753.610000 sec): 3 clusters
  Score: Raw -854671.155576 + Penalty 3014.680769 = -851656.474806
  nChanged 2
		SP:Iteration 90Q (6753.820000 sec): 3 clusters
  Score: Raw -854671.542652 + Penalty 3014.680769 = -851656.861883
  nChanged 3
		SP:Iteration 91Q (6754.040000 sec): 3 clusters
  Score: Raw -854671.960690 + Penalty 3014.680769 = -851657.279920
  nChanged 2
		SP:Iteration 92Q (6754.220000 sec): 3 clusters
  Score: Raw -854672.114627 + Penalty 3014.680769 = -851657.433857
  nChanged 1
		SP:Iteration 93Q (6754.450000 sec): 3 clusters
  Score: Raw -854672.204576 + Penalty 3014.680769 = -851657.523806
  nChanged 2
		SP:Iteration 94Q (6754.610000 sec): 3 clusters
  Score: Raw -854672.569397 + Penalty 3014.680769 = -851657.888628
  nChanged 1
		SP:Iteration 95Q (6754.780000 sec): 3 clusters
  Score: Raw -854672.624931 + Penalty 3014.680769 = -851657.944161
  nChanged 1
		SP:Iteration 96Q (6755.020000 sec): 3 clusters
  Score: Raw -854673.080652 + Penalty 3014.680769 = -851658.399882
  nChanged 2
		SP:Iteration 97Q (6755.210000 sec): 3 clusters
  Score: Raw -854673.736271 + Penalty 3014.680769 = -851659.055502
  nChanged 7
		SP:Iteration 98Q (6755.420000 sec): 3 clusters
  Score: Raw -854674.772886 + Penalty 3014.680769 = -851660.092116
  nChanged 4
		SP:Iteration 99Q (6755.650000 sec): 3 clusters
  Score: Raw -854675.978350 + Penalty 3014.680769 = -851661.297580
  nChanged 12
		SP:Iteration 100F (6755.870000 sec): 3 clusters
  Score: Raw -854679.041036 + Penalty 3014.680769 = -851664.360267
  nChanged 15
		SP:Iteration 101Q (6756.130000 sec): 3 clusters
  Score: Raw -854681.831569 + Penalty 3014.680769 = -851667.150800
  nChanged 17
		SP:Iteration 102Q (6756.300000 sec): 3 clusters
  Score: Raw -854685.204439 + Penalty 3014.680769 = -851670.523669
  nChanged 16
		SP:Iteration 103Q (6756.490000 sec): 3 clusters
  Score: Raw -854687.617573 + Penalty 3014.680769 = -851672.936803
  nChanged 14
		SP:Iteration 104Q (6756.690000 sec): 3 clusters
  Score: Raw -854688.960815 + Penalty 3014.680769 = -851674.280046
  nChanged 4
		SP:Iteration 105Q (6756.890000 sec): 3 clusters
  Score: Raw -854689.437129 + Penalty 3014.680769 = -851674.756360
  nChanged 4
		SP:Iteration 106Q (6757.090000 sec): 3 clusters
  Score: Raw -854689.815233 + Penalty 3014.680769 = -851675.134464
  nChanged 2
		SP:Iteration 107Q (6757.340000 sec): 3 clusters
  Score: Raw -854689.991229 + Penalty 3014.680769 = -851675.310459
  nChanged 0
		SP:Iteration 108F (6757.610000 sec): 3 clusters
  Score: Raw -854689.991229 + Penalty 3014.680769 = -851675.310459
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (9856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6757.700000 sec): 2 clusters
  Score: Raw -898037.065421 + Penalty 1494.323299 = -896542.742122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6757.930000 sec): 3 clusters
  Score: Raw -892486.790945 + Penalty 2988.646598 = -889498.144347
  nChanged 4247
		SP:Iteration 1F (6758.170000 sec): 3 clusters
  Score: Raw -895461.278465 + Penalty 2988.646598 = -892472.631867
  nChanged 1071
		SP:Iteration 2F (6758.330000 sec): 3 clusters
  Score: Raw -896623.865706 + Penalty 2988.646598 = -893635.219108
  nChanged 941
		SP:Iteration 3F (6758.500000 sec): 3 clusters
  Score: Raw -897503.401601 + Penalty 2988.646598 = -894514.755004
  nChanged 809
		SP:Iteration 4F (6758.700000 sec): 3 clusters
  Score: Raw -898180.204999 + Penalty 2988.646598 = -895191.558401
  nChanged 587
		SP:Iteration 5F (6758.910000 sec): 3 clusters
  Score: Raw -898543.444725 + Penalty 2988.646598 = -895554.798127
  nChanged 387
		SP:Iteration 6Q (6759.120000 sec): 3 clusters
  Score: Raw -898724.314231 + Penalty 2988.646598 = -895735.667633
  nChanged 239
		SP:Iteration 7Q (6759.330000 sec): 3 clusters
  Score: Raw -898825.766468 + Penalty 2988.646598 = -895837.119870
  nChanged 196
		SP:Iteration 8Q (6759.590000 sec): 3 clusters
  Score: Raw -898915.758048 + Penalty 2988.646598 = -895927.111451
  nChanged 198
		SP:Iteration 9Q (6759.770000 sec): 3 clusters
  Score: Raw -898996.278003 + Penalty 2988.646598 = -896007.631405
  nChanged 158
		SP:Iteration 10Q (6759.970000 sec): 3 clusters
  Score: Raw -899044.732720 + Penalty 2988.646598 = -896056.086122
  nChanged 123
		SP:Iteration 11Q (6760.180000 sec): 3 clusters
  Score: Raw -899080.070565 + Penalty 2988.646598 = -896091.423967
  nChanged 115
		SP:Iteration 12Q (6760.390000 sec): 3 clusters
  Score: Raw -899111.350605 + Penalty 2988.646598 = -896122.704007
  nChanged 116
		SP:Iteration 13Q (6760.600000 sec): 3 clusters
  Score: Raw -899149.425477 + Penalty 2988.646598 = -896160.778879
  nChanged 93
		SP:Iteration 14Q (6760.810000 sec): 3 clusters
  Score: Raw -899172.522385 + Penalty 2988.646598 = -896183.875787
  nChanged 72
		SP:Iteration 15Q (6760.960000 sec): 3 clusters
  Score: Raw -899192.153992 + Penalty 2988.646598 = -896203.507394
  nChanged 68
		SP:Iteration 16Q (6761.130000 sec): 3 clusters
  Score: Raw -899210.288644 + Penalty 2988.646598 = -896221.642046
  nChanged 59
		SP:Iteration 17Q (6761.390000 sec): 3 clusters
  Score: Raw -899224.983375 + Penalty 2988.646598 = -896236.336777
  nChanged 56
		SP:Iteration 18Q (6761.540000 sec): 3 clusters
  Score: Raw -899237.239838 + Penalty 2988.646598 = -896248.593240
  nChanged 50
		SP:Iteration 19Q (6761.730000 sec): 3 clusters
  Score: Raw -899245.939472 + Penalty 2988.646598 = -896257.292874
  nChanged 36
		SP:Iteration 20F (6761.930000 sec): 3 clusters
  Score: Raw -899251.914625 + Penalty 2988.646598 = -896263.268027
  nChanged 26
		SP:Iteration 21Q (6762.160000 sec): 3 clusters
  Score: Raw -899255.250259 + Penalty 2988.646598 = -896266.603661
  nChanged 18
		SP:Iteration 22Q (6762.330000 sec): 3 clusters
  Score: Raw -899258.029449 + Penalty 2988.646598 = -896269.382851
  nChanged 19
		SP:Iteration 23Q (6762.520000 sec): 3 clusters
  Score: Raw -899261.734089 + Penalty 2988.646598 = -896273.087491
  nChanged 25
		SP:Iteration 24Q (6762.720000 sec): 3 clusters
  Score: Raw -899267.074937 + Penalty 2988.646598 = -896278.428339
  nChanged 31
		SP:Iteration 25Q (6762.930000 sec): 3 clusters
  Score: Raw -899273.535629 + Penalty 2988.646598 = -896284.889032
  nChanged 41
		SP:Iteration 26Q (6763.130000 sec): 3 clusters
  Score: Raw -899281.633170 + Penalty 2988.646598 = -896292.986572
  nChanged 40
		SP:Iteration 27Q (6763.320000 sec): 3 clusters
  Score: Raw -899290.753355 + Penalty 2988.646598 = -896302.106757
  nChanged 31
		SP:Iteration 28Q (6763.520000 sec): 3 clusters
  Score: Raw -899298.224062 + Penalty 2988.646598 = -896309.577464
  nChanged 35
		SP:Iteration 29Q (6763.730000 sec): 3 clusters
  Score: Raw -899306.419199 + Penalty 2988.646598 = -896317.772601
  nChanged 31
		SP:Iteration 30Q (6763.940000 sec): 3 clusters
  Score: Raw -899313.581921 + Penalty 2988.646598 = -896324.935324
  nChanged 25
		SP:Iteration 31Q (6764.150000 sec): 3 clusters
  Score: Raw -899317.865365 + Penalty 2988.646598 = -896329.218768
  nChanged 19
		SP:Iteration 32Q (6764.380000 sec): 3 clusters
  Score: Raw -899320.390721 + Penalty 2988.646598 = -896331.744123
  nChanged 16
		SP:Iteration 33Q (6764.590000 sec): 3 clusters
  Score: Raw -899321.833130 + Penalty 2988.646598 = -896333.186533
  nChanged 8
		SP:Iteration 34Q (6764.860000 sec): 3 clusters
  Score: Raw -899323.170739 + Penalty 2988.646598 = -896334.524141
  nChanged 15
		SP:Iteration 35Q (6765.030000 sec): 3 clusters
  Score: Raw -899325.370823 + Penalty 2988.646598 = -896336.724225
  nChanged 15
		SP:Iteration 36Q (6765.270000 sec): 3 clusters
  Score: Raw -899328.142962 + Penalty 2988.646598 = -896339.496364
  nChanged 20
		SP:Iteration 37Q (6765.510000 sec): 3 clusters
  Score: Raw -899331.331129 + Penalty 2988.646598 = -896342.684531
  nChanged 14
		SP:Iteration 38Q (6765.710000 sec): 3 clusters
  Score: Raw -899334.375445 + Penalty 2988.646598 = -896345.728847
  nChanged 20
		SP:Iteration 39Q (6765.890000 sec): 3 clusters
  Score: Raw -899337.882990 + Penalty 2988.646598 = -896349.236393
  nChanged 15
		SP:Iteration 40F (6766.100000 sec): 3 clusters
  Score: Raw -899339.491377 + Penalty 2988.646598 = -896350.844779
  nChanged 10
		SP:Iteration 41Q (6766.320000 sec): 3 clusters
  Score: Raw -899341.262360 + Penalty 2988.646598 = -896352.615762
  nChanged 10
		SP:Iteration 42Q (6766.610000 sec): 3 clusters
  Score: Raw -899343.481750 + Penalty 2988.646598 = -896354.835152
  nChanged 20
		SP:Iteration 43Q (6766.780000 sec): 3 clusters
  Score: Raw -899346.619380 + Penalty 2988.646598 = -896357.972783
  nChanged 12
		SP:Iteration 44Q (6766.970000 sec): 3 clusters
  Score: Raw -899348.298911 + Penalty 2988.646598 = -896359.652313
  nChanged 11
		SP:Iteration 45Q (6767.200000 sec): 3 clusters
  Score: Raw -899349.928805 + Penalty 2988.646598 = -896361.282207
  nChanged 10
		SP:Iteration 46Q (6767.410000 sec): 3 clusters
  Score: Raw -899350.798645 + Penalty 2988.646598 = -896362.152047
  nChanged 6
		SP:Iteration 47Q (6767.660000 sec): 3 clusters
  Score: Raw -899351.230693 + Penalty 2988.646598 = -896362.584095
  nChanged 8
		SP:Iteration 48Q (6767.910000 sec): 3 clusters
  Score: Raw -899352.382738 + Penalty 2988.646598 = -896363.736140
  nChanged 8
		SP:Iteration 49Q (6768.110000 sec): 3 clusters
  Score: Raw -899352.911141 + Penalty 2988.646598 = -896364.264543
  nChanged 5
		SP:Iteration 50Q (6768.260000 sec): 3 clusters
  Score: Raw -899353.164517 + Penalty 2988.646598 = -896364.517919
  nChanged 2
		SP:Iteration 51Q (6768.490000 sec): 3 clusters
  Score: Raw -899353.257708 + Penalty 2988.646598 = -896364.611110
  nChanged 0
		SP:Iteration 52F (6768.700000 sec): 3 clusters
  Score: Raw -899353.257708 + Penalty 2988.646598 = -896364.611110
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (11592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6768.830000 sec): 2 clusters
  Score: Raw -966906.419811 + Penalty 1520.686454 = -965385.733357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6769.090000 sec): 3 clusters
  Score: Raw -960119.978878 + Penalty 3041.372907 = -957078.605971
  nChanged 5137
		SP:Iteration 1F (6769.330000 sec): 3 clusters
  Score: Raw -963330.268715 + Penalty 3041.372907 = -960288.895808
  nChanged 1051
		SP:Iteration 2F (6769.550000 sec): 3 clusters
  Score: Raw -964294.818455 + Penalty 3041.372907 = -961253.445547
  nChanged 1034
		SP:Iteration 3F (6769.790000 sec): 3 clusters
  Score: Raw -965404.951593 + Penalty 3041.372907 = -962363.578686
  nChanged 1001
		SP:Iteration 4F (6770.020000 sec): 3 clusters
  Score: Raw -966382.757799 + Penalty 3041.372907 = -963341.384892
  nChanged 817
		SP:Iteration 5F (6770.290000 sec): 3 clusters
  Score: Raw -967064.323463 + Penalty 3041.372907 = -964022.950556
  nChanged 654
		SP:Iteration 6F (6770.530000 sec): 3 clusters
  Score: Raw -967610.031321 + Penalty 3041.372907 = -964568.658413
  nChanged 499
		SP:Iteration 7Q (6770.760000 sec): 3 clusters
  Score: Raw -968007.100463 + Penalty 3041.372907 = -964965.727556
  nChanged 396
		SP:Iteration 8Q (6771.000000 sec): 3 clusters
  Score: Raw -968306.681941 + Penalty 3041.372907 = -965265.309034
  nChanged 343
		SP:Iteration 9Q (6771.250000 sec): 3 clusters
  Score: Raw -968564.149556 + Penalty 3041.372907 = -965522.776649
  nChanged 319
		SP:Iteration 10Q (6771.480000 sec): 3 clusters
  Score: Raw -968826.482201 + Penalty 3041.372907 = -965785.109293
  nChanged 300
		SP:Iteration 11Q (6771.680000 sec): 3 clusters
  Score: Raw -969053.096684 + Penalty 3041.372907 = -966011.723777
  nChanged 254
		SP:Iteration 12Q (6771.910000 sec): 3 clusters
  Score: Raw -969174.565336 + Penalty 3041.372907 = -966133.192429
  nChanged 177
		SP:Iteration 13Q (6772.140000 sec): 3 clusters
  Score: Raw -969232.821937 + Penalty 3041.372907 = -966191.449029
  nChanged 120
		SP:Iteration 14Q (6772.370000 sec): 3 clusters
  Score: Raw -969264.498497 + Penalty 3041.372907 = -966223.125589
  nChanged 89
		SP:Iteration 15Q (6772.620000 sec): 3 clusters
  Score: Raw -969287.752674 + Penalty 3041.372907 = -966246.379767
  nChanged 70
		SP:Iteration 16Q (6772.840000 sec): 3 clusters
  Score: Raw -969300.632055 + Penalty 3041.372907 = -966259.259147
  nChanged 32
		SP:Iteration 17Q (6773.050000 sec): 3 clusters
  Score: Raw -969304.931531 + Penalty 3041.372907 = -966263.558624
  nChanged 23
		SP:Iteration 18Q (6773.330000 sec): 3 clusters
  Score: Raw -969307.530748 + Penalty 3041.372907 = -966266.157841
  nChanged 18
		SP:Iteration 19Q (6773.540000 sec): 3 clusters
  Score: Raw -969310.009776 + Penalty 3041.372907 = -966268.636869
  nChanged 19
		SP:Iteration 20F (6773.750000 sec): 3 clusters
  Score: Raw -969312.456843 + Penalty 3041.372907 = -966271.083936
  nChanged 23
		SP:Iteration 21Q (6773.980000 sec): 3 clusters
  Score: Raw -969315.709857 + Penalty 3041.372907 = -966274.336950
  nChanged 17
		SP:Iteration 22Q (6774.190000 sec): 3 clusters
  Score: Raw -969317.887033 + Penalty 3041.372907 = -966276.514126
  nChanged 15
		SP:Iteration 23Q (6774.410000 sec): 3 clusters
  Score: Raw -969319.343718 + Penalty 3041.372907 = -966277.970810
  nChanged 10
		SP:Iteration 24Q (6774.610000 sec): 3 clusters
  Score: Raw -969320.395501 + Penalty 3041.372907 = -966279.022593
  nChanged 6
		SP:Iteration 25Q (6774.860000 sec): 3 clusters
  Score: Raw -969320.881218 + Penalty 3041.372907 = -966279.508311
  nChanged 3
		SP:Iteration 26Q (6775.080000 sec): 3 clusters
  Score: Raw -969321.251372 + Penalty 3041.372907 = -966279.878465
  nChanged 4
		SP:Iteration 27Q (6775.360000 sec): 3 clusters
  Score: Raw -969321.551042 + Penalty 3041.372907 = -966280.178135
  nChanged 2
		SP:Iteration 28Q (6775.630000 sec): 3 clusters
  Score: Raw -969321.694751 + Penalty 3041.372907 = -966280.321844
  nChanged 2
		SP:Iteration 29Q (6775.820000 sec): 3 clusters
  Score: Raw -969321.984925 + Penalty 3041.372907 = -966280.612018
  nChanged 5
		SP:Iteration 30Q (6776.040000 sec): 3 clusters
  Score: Raw -969322.491878 + Penalty 3041.372907 = -966281.118971
  nChanged 0
		SP:Iteration 31F (6776.200000 sec): 3 clusters
  Score: Raw -969322.491878 + Penalty 3041.372907 = -966281.118971
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (8967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6776.330000 sec): 2 clusters
  Score: Raw -737740.337875 + Penalty 1478.962298 = -736261.375577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6776.540000 sec): 3 clusters
  Score: Raw -732770.525516 + Penalty 2957.924597 = -729812.600919
  nChanged 3838
		SP:Iteration 1F (6776.750000 sec): 3 clusters
  Score: Raw -735772.004119 + Penalty 2957.924597 = -732814.079523
  nChanged 1042
		SP:Iteration 2F (6776.970000 sec): 3 clusters
  Score: Raw -737078.263412 + Penalty 2957.924597 = -734120.338815
  nChanged 891
		SP:Iteration 3F (6777.190000 sec): 3 clusters
  Score: Raw -738064.474177 + Penalty 2957.924597 = -735106.549581
  nChanged 707
		SP:Iteration 4F (6777.340000 sec): 3 clusters
  Score: Raw -738727.738663 + Penalty 2957.924597 = -735769.814066
  nChanged 497
		SP:Iteration 5F (6777.550000 sec): 3 clusters
  Score: Raw -739082.262995 + Penalty 2957.924597 = -736124.338399
  nChanged 304
		SP:Iteration 6Q (6777.770000 sec): 3 clusters
  Score: Raw -739250.879584 + Penalty 2957.924597 = -736292.954987
  nChanged 229
		SP:Iteration 7Q (6777.990000 sec): 3 clusters
  Score: Raw -739355.427278 + Penalty 2957.924597 = -736397.502682
  nChanged 154
		SP:Iteration 8Q (6778.210000 sec): 3 clusters
  Score: Raw -739411.566135 + Penalty 2957.924597 = -736453.641539
  nChanged 104
		SP:Iteration 9Q (6778.430000 sec): 3 clusters
  Score: Raw -739435.704626 + Penalty 2957.924597 = -736477.780029
  nChanged 81
		SP:Iteration 10Q (6778.640000 sec): 3 clusters
  Score: Raw -739454.338255 + Penalty 2957.924597 = -736496.413658
  nChanged 55
		SP:Iteration 11Q (6778.880000 sec): 3 clusters
  Score: Raw -739467.509235 + Penalty 2957.924597 = -736509.584639
  nChanged 57
		SP:Iteration 12Q (6779.060000 sec): 3 clusters
  Score: Raw -739478.867314 + Penalty 2957.924597 = -736520.942717
  nChanged 45
		SP:Iteration 13Q (6779.240000 sec): 3 clusters
  Score: Raw -739486.506881 + Penalty 2957.924597 = -736528.582284
  nChanged 37
		SP:Iteration 14Q (6779.440000 sec): 3 clusters
  Score: Raw -739493.094482 + Penalty 2957.924597 = -736535.169885
  nChanged 25
		SP:Iteration 15Q (6779.660000 sec): 3 clusters
  Score: Raw -739497.268528 + Penalty 2957.924597 = -736539.343932
  nChanged 26
		SP:Iteration 16Q (6779.900000 sec): 3 clusters
  Score: Raw -739502.582337 + Penalty 2957.924597 = -736544.657741
  nChanged 32
		SP:Iteration 17Q (6780.090000 sec): 3 clusters
  Score: Raw -739507.722230 + Penalty 2957.924597 = -736549.797634
  nChanged 22
		SP:Iteration 18Q (6780.320000 sec): 3 clusters
  Score: Raw -739512.008883 + Penalty 2957.924597 = -736554.084286
  nChanged 25
		SP:Iteration 19Q (6780.510000 sec): 3 clusters
  Score: Raw -739515.553357 + Penalty 2957.924597 = -736557.628760
  nChanged 14
		SP:Iteration 20F (6780.760000 sec): 3 clusters
  Score: Raw -739516.644966 + Penalty 2957.924597 = -736558.720370
  nChanged 12
		SP:Iteration 21Q (6780.910000 sec): 3 clusters
  Score: Raw -739517.920909 + Penalty 2957.924597 = -736559.996312
  nChanged 9
		SP:Iteration 22Q (6781.090000 sec): 3 clusters
  Score: Raw -739518.964155 + Penalty 2957.924597 = -736561.039559
  nChanged 7
		SP:Iteration 23Q (6781.220000 sec): 3 clusters
  Score: Raw -739519.394384 + Penalty 2957.924597 = -736561.469787
  nChanged 0
		SP:Iteration 24F (6781.420000 sec): 3 clusters
  Score: Raw -739519.394384 + Penalty 2957.924597 = -736561.469787
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6781.470000 sec): 2 clusters
  Score: Raw -57610.774866 + Penalty 1065.476483 = -56545.298383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6781.640000 sec): 3 clusters
  Score: Raw -57460.820949 + Penalty 2130.952966 = -55329.867983
  nChanged 190
		SP:Iteration 1F (6781.840000 sec): 3 clusters
  Score: Raw -57686.471315 + Penalty 2130.952966 = -55555.518349
  nChanged 53
		SP:Iteration 2F (6781.980000 sec): 3 clusters
  Score: Raw -57765.498887 + Penalty 2130.952966 = -55634.545922
  nChanged 29
		SP:Iteration 3Q (6782.140000 sec): 3 clusters
  Score: Raw -57812.188185 + Penalty 2130.952966 = -55681.235220
  nChanged 24
		SP:Iteration 4Q (6782.300000 sec): 3 clusters
  Score: Raw -57852.386574 + Penalty 2130.952966 = -55721.433608
  nChanged 29
		SP:Iteration 5Q (6782.450000 sec): 3 clusters
  Score: Raw -57904.130884 + Penalty 2130.952966 = -55773.177919
  nChanged 24
		SP:Iteration 6Q (6782.610000 sec): 3 clusters
  Score: Raw -57936.641860 + Penalty 2130.952966 = -55805.688894
  nChanged 17
		SP:Iteration 7Q (6782.730000 sec): 3 clusters
  Score: Raw -57964.323331 + Penalty 2130.952966 = -55833.370366
  nChanged 11
		SP:Iteration 8Q (6782.890000 sec): 3 clusters
  Score: Raw -57981.375208 + Penalty 2130.952966 = -55850.422242
  nChanged 11
		SP:Iteration 9Q (6783.050000 sec): 3 clusters
  Score: Raw -58002.839091 + Penalty 2130.952966 = -55871.886125
  nChanged 9
		SP:Iteration 10Q (6783.230000 sec): 3 clusters
  Score: Raw -58030.247502 + Penalty 2130.952966 = -55899.294536
  nChanged 10
		SP:Iteration 11Q (6783.360000 sec): 3 clusters
  Score: Raw -58043.758238 + Penalty 2130.952966 = -55912.805273
  nChanged 5
		SP:Iteration 12Q (6783.470000 sec): 3 clusters
  Score: Raw -58048.671619 + Penalty 2130.952966 = -55917.718653
  nChanged 1
		SP:Iteration 13Q (6783.600000 sec): 3 clusters
  Score: Raw -58049.522379 + Penalty 2130.952966 = -55918.569413
  nChanged 2
		SP:Iteration 14Q (6783.730000 sec): 3 clusters
  Score: Raw -58051.201896 + Penalty 2130.952966 = -55920.248930
  nChanged 0
		SP:Iteration 15F (6783.860000 sec): 3 clusters
  Score: Raw -58051.201896 + Penalty 2130.952966 = -55920.248930
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6783.970000 sec): 2 clusters
  Score: Raw -476269.296816 + Penalty 1406.160645 = -474863.136172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6784.170000 sec): 3 clusters
  Score: Raw -473298.194820 + Penalty 2812.321289 = -470485.873531
  nChanged 2393
		SP:Iteration 1F (6784.360000 sec): 3 clusters
  Score: Raw -475067.755240 + Penalty 2812.321289 = -472255.433950
  nChanged 588
		SP:Iteration 2F (6784.500000 sec): 3 clusters
  Score: Raw -475634.647321 + Penalty 2812.321289 = -472822.326031
  nChanged 428
		SP:Iteration 3F (6784.660000 sec): 3 clusters
  Score: Raw -476005.980542 + Penalty 2812.321289 = -473193.659252
  nChanged 343
		SP:Iteration 4F (6784.820000 sec): 3 clusters
  Score: Raw -476280.931529 + Penalty 2812.321289 = -473468.610240
  nChanged 254
		SP:Iteration 5Q (6784.980000 sec): 3 clusters
  Score: Raw -476485.309278 + Penalty 2812.321289 = -473672.987989
  nChanged 216
		SP:Iteration 6Q (6785.130000 sec): 3 clusters
  Score: Raw -476654.943690 + Penalty 2812.321289 = -473842.622401
  nChanged 190
		SP:Iteration 7Q (6785.280000 sec): 3 clusters
  Score: Raw -476799.107310 + Penalty 2812.321289 = -473986.786021
  nChanged 148
		SP:Iteration 8Q (6785.500000 sec): 3 clusters
  Score: Raw -476907.651710 + Penalty 2812.321289 = -474095.330421
  nChanged 123
		SP:Iteration 9Q (6785.700000 sec): 3 clusters
  Score: Raw -477009.523023 + Penalty 2812.321289 = -474197.201734
  nChanged 121
		SP:Iteration 10Q (6785.840000 sec): 3 clusters
  Score: Raw -477094.155213 + Penalty 2812.321289 = -474281.833924
  nChanged 90
		SP:Iteration 11Q (6785.990000 sec): 3 clusters
  Score: Raw -477148.794079 + Penalty 2812.321289 = -474336.472790
  nChanged 69
		SP:Iteration 12Q (6786.150000 sec): 3 clusters
  Score: Raw -477183.016870 + Penalty 2812.321289 = -474370.695580
  nChanged 59
		SP:Iteration 13Q (6786.300000 sec): 3 clusters
  Score: Raw -477212.001444 + Penalty 2812.321289 = -474399.680155
  nChanged 58
		SP:Iteration 14Q (6786.460000 sec): 3 clusters
  Score: Raw -477242.671962 + Penalty 2812.321289 = -474430.350673
  nChanged 59
		SP:Iteration 15Q (6786.610000 sec): 3 clusters
  Score: Raw -477282.756611 + Penalty 2812.321289 = -474470.435322
  nChanged 46
		SP:Iteration 16Q (6786.790000 sec): 3 clusters
  Score: Raw -477309.284622 + Penalty 2812.321289 = -474496.963333
  nChanged 38
		SP:Iteration 17Q (6787.010000 sec): 3 clusters
  Score: Raw -477326.704285 + Penalty 2812.321289 = -474514.382996
  nChanged 43
		SP:Iteration 18Q (6787.150000 sec): 3 clusters
  Score: Raw -477347.892002 + Penalty 2812.321289 = -474535.570713
  nChanged 42
		SP:Iteration 19Q (6787.300000 sec): 3 clusters
  Score: Raw -477370.949679 + Penalty 2812.321289 = -474558.628389
  nChanged 37
		SP:Iteration 20F (6787.460000 sec): 3 clusters
  Score: Raw -477387.374487 + Penalty 2812.321289 = -474575.053197
  nChanged 33
		SP:Iteration 21Q (6787.620000 sec): 3 clusters
  Score: Raw -477404.159218 + Penalty 2812.321289 = -474591.837929
  nChanged 36
		SP:Iteration 22Q (6787.770000 sec): 3 clusters
  Score: Raw -477423.630239 + Penalty 2812.321289 = -474611.308950
  nChanged 41
		SP:Iteration 23Q (6787.920000 sec): 3 clusters
  Score: Raw -477443.176661 + Penalty 2812.321289 = -474630.855372
  nChanged 32
		SP:Iteration 24Q (6788.100000 sec): 3 clusters
  Score: Raw -477455.839112 + Penalty 2812.321289 = -474643.517823
  nChanged 21
		SP:Iteration 25Q (6788.340000 sec): 3 clusters
  Score: Raw -477464.225989 + Penalty 2812.321289 = -474651.904700
  nChanged 17
		SP:Iteration 26Q (6788.480000 sec): 3 clusters
  Score: Raw -477469.474942 + Penalty 2812.321289 = -474657.153653
  nChanged 14
		SP:Iteration 27Q (6788.640000 sec): 3 clusters
  Score: Raw -477475.031743 + Penalty 2812.321289 = -474662.710454
  nChanged 15
		SP:Iteration 28Q (6788.810000 sec): 3 clusters
  Score: Raw -477479.507073 + Penalty 2812.321289 = -474667.185784
  nChanged 8
		SP:Iteration 29Q (6788.960000 sec): 3 clusters
  Score: Raw -477481.054219 + Penalty 2812.321289 = -474668.732930
  nChanged 4
		SP:Iteration 30Q (6789.100000 sec): 3 clusters
  Score: Raw -477482.067397 + Penalty 2812.321289 = -474669.746108
  nChanged 4
		SP:Iteration 31Q (6789.240000 sec): 3 clusters
  Score: Raw -477482.866513 + Penalty 2812.321289 = -474670.545224
  nChanged 2
		SP:Iteration 32Q (6789.410000 sec): 3 clusters
  Score: Raw -477483.491930 + Penalty 2812.321289 = -474671.170640
  nChanged 0
		SP:Iteration 33F (6789.610000 sec): 3 clusters
  Score: Raw -477483.491930 + Penalty 2812.321289 = -474671.170640
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (3900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6789.710000 sec): 2 clusters
  Score: Raw -396841.128152 + Penalty 1343.668923 = -395497.459229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6789.870000 sec): 3 clusters
  Score: Raw -394869.515678 + Penalty 2687.337845 = -392182.177832
  nChanged 1526
		SP:Iteration 1F (6790.010000 sec): 3 clusters
  Score: Raw -395646.622554 + Penalty 2687.337845 = -392959.284708
  nChanged 267
		SP:Iteration 2F (6790.190000 sec): 3 clusters
  Score: Raw -395781.764208 + Penalty 2687.337845 = -393094.426363
  nChanged 201
		SP:Iteration 3F (6790.330000 sec): 3 clusters
  Score: Raw -395880.526908 + Penalty 2687.337845 = -393193.189062
  nChanged 148
		SP:Iteration 4Q (6790.480000 sec): 3 clusters
  Score: Raw -395956.560915 + Penalty 2687.337845 = -393269.223069
  nChanged 137
		SP:Iteration 5Q (6790.680000 sec): 3 clusters
  Score: Raw -396034.152113 + Penalty 2687.337845 = -393346.814268
  nChanged 142
		SP:Iteration 6Q (6790.870000 sec): 3 clusters
  Score: Raw -396146.020485 + Penalty 2687.337845 = -393458.682640
  nChanged 150
		SP:Iteration 7Q (6790.970000 sec): 3 clusters
  Score: Raw -396373.877647 + Penalty 2687.337845 = -393686.539801
  nChanged 209
		SP:Iteration 8F (6791.110000 sec): 3 clusters
  Score: Raw -397119.251187 + Penalty 2687.337845 = -394431.913341
  nChanged 318
		SP:Iteration 9F (6791.270000 sec): 3 clusters
  Score: Raw -398980.680628 + Penalty 2687.337845 = -396293.342783
  nChanged 625
		SP:Iteration 10F (6791.430000 sec): 3 clusters
  Score: Raw -400194.015795 + Penalty 2687.337845 = -397506.677950
  nChanged 427
		SP:Iteration 11F (6791.590000 sec): 3 clusters
  Score: Raw -400897.185540 + Penalty 2687.337845 = -398209.847694
  nChanged 167
		SP:Iteration 12Q (6791.750000 sec): 3 clusters
  Score: Raw -401183.681312 + Penalty 2687.337845 = -398496.343466
  nChanged 68
		SP:Iteration 13Q (6791.910000 sec): 3 clusters
  Score: Raw -401304.735226 + Penalty 2687.337845 = -398617.397380
  nChanged 27
		SP:Iteration 14Q (6792.090000 sec): 3 clusters
  Score: Raw -401359.319173 + Penalty 2687.337845 = -398671.981327
  nChanged 18
		SP:Iteration 15Q (6792.310000 sec): 3 clusters
  Score: Raw -401397.256453 + Penalty 2687.337845 = -398709.918608
  nChanged 10
		SP:Iteration 16Q (6792.420000 sec): 3 clusters
  Score: Raw -401409.522824 + Penalty 2687.337845 = -398722.184979
  nChanged 1
		SP:Iteration 17Q (6792.610000 sec): 3 clusters
  Score: Raw -401410.065021 + Penalty 2687.337845 = -398722.727176
  nChanged 0
		SP:Iteration 18F (6792.760000 sec): 3 clusters
  Score: Raw -401410.065021 + Penalty 2687.337845 = -398722.727176
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (3692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6792.830000 sec): 2 clusters
  Score: Raw -362811.120425 + Penalty 1334.762584 = -361476.357841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6793.050000 sec): 3 clusters
  Score: Raw -360989.832532 + Penalty 2669.525169 = -358320.307363
  nChanged 1439
		SP:Iteration 1F (6793.190000 sec): 3 clusters
  Score: Raw -361879.680265 + Penalty 2669.525169 = -359210.155097
  nChanged 349
		SP:Iteration 2F (6793.390000 sec): 3 clusters
  Score: Raw -362204.709208 + Penalty 2669.525169 = -359535.184040
  nChanged 285
		SP:Iteration 3F (6793.550000 sec): 3 clusters
  Score: Raw -362471.203880 + Penalty 2669.525169 = -359801.678711
  nChanged 235
		SP:Iteration 4F (6793.710000 sec): 3 clusters
  Score: Raw -362741.008824 + Penalty 2669.525169 = -360071.483655
  nChanged 213
		SP:Iteration 5F (6793.900000 sec): 3 clusters
  Score: Raw -363069.754439 + Penalty 2669.525169 = -360400.229270
  nChanged 215
		SP:Iteration 6F (6794.050000 sec): 3 clusters
  Score: Raw -363532.085890 + Penalty 2669.525169 = -360862.560721
  nChanged 172
		SP:Iteration 7Q (6794.240000 sec): 3 clusters
  Score: Raw -363767.438172 + Penalty 2669.525169 = -361097.913004
  nChanged 134
		SP:Iteration 8Q (6794.420000 sec): 3 clusters
  Score: Raw -363903.097865 + Penalty 2669.525169 = -361233.572696
  nChanged 117
		SP:Iteration 9Q (6794.600000 sec): 3 clusters
  Score: Raw -364014.484380 + Penalty 2669.525169 = -361344.959211
  nChanged 101
		SP:Iteration 10Q (6794.780000 sec): 3 clusters
  Score: Raw -364098.685910 + Penalty 2669.525169 = -361429.160742
  nChanged 62
		SP:Iteration 11Q (6794.950000 sec): 3 clusters
  Score: Raw -364148.013944 + Penalty 2669.525169 = -361478.488775
  nChanged 54
		SP:Iteration 12Q (6795.120000 sec): 3 clusters
  Score: Raw -364187.487981 + Penalty 2669.525169 = -361517.962813
  nChanged 42
		SP:Iteration 13Q (6795.300000 sec): 3 clusters
  Score: Raw -364215.053245 + Penalty 2669.525169 = -361545.528076
  nChanged 31
		SP:Iteration 14Q (6795.380000 sec): 3 clusters
  Score: Raw -364238.832697 + Penalty 2669.525169 = -361569.307528
  nChanged 27
		SP:Iteration 15Q (6795.510000 sec): 3 clusters
  Score: Raw -364261.532388 + Penalty 2669.525169 = -361592.007219
  nChanged 23
		SP:Iteration 16Q (6795.670000 sec): 3 clusters
  Score: Raw -364272.964735 + Penalty 2669.525169 = -361603.439567
  nChanged 20
		SP:Iteration 17Q (6795.850000 sec): 3 clusters
  Score: Raw -364283.797441 + Penalty 2669.525169 = -361614.272273
  nChanged 16
		SP:Iteration 18Q (6796.010000 sec): 3 clusters
  Score: Raw -364291.095433 + Penalty 2669.525169 = -361621.570265
  nChanged 18
		SP:Iteration 19Q (6796.110000 sec): 3 clusters
  Score: Raw -364300.068443 + Penalty 2669.525169 = -361630.543274
  nChanged 16
		SP:Iteration 20F (6796.270000 sec): 3 clusters
  Score: Raw -364308.831933 + Penalty 2669.525169 = -361639.306765
  nChanged 19
		SP:Iteration 21Q (6796.360000 sec): 3 clusters
  Score: Raw -364320.267887 + Penalty 2669.525169 = -361650.742719
  nChanged 19
		SP:Iteration 22Q (6796.470000 sec): 3 clusters
  Score: Raw -364337.806325 + Penalty 2669.525169 = -361668.281156
  nChanged 21
		SP:Iteration 23Q (6796.640000 sec): 3 clusters
  Score: Raw -364350.165982 + Penalty 2669.525169 = -361680.640813
  nChanged 16
		SP:Iteration 24Q (6796.790000 sec): 3 clusters
  Score: Raw -364362.248083 + Penalty 2669.525169 = -361692.722914
  nChanged 13
		SP:Iteration 25Q (6796.930000 sec): 3 clusters
  Score: Raw -364371.839910 + Penalty 2669.525169 = -361702.314741
  nChanged 17
		SP:Iteration 26Q (6797.070000 sec): 3 clusters
  Score: Raw -364388.670486 + Penalty 2669.525169 = -361719.145317
  nChanged 27
		SP:Iteration 27Q (6797.170000 sec): 3 clusters
  Score: Raw -364411.159130 + Penalty 2669.525169 = -361741.633962
  nChanged 25
		SP:Iteration 28Q (6797.300000 sec): 3 clusters
  Score: Raw -364436.103914 + Penalty 2669.525169 = -361766.578746
  nChanged 22
		SP:Iteration 29Q (6797.450000 sec): 3 clusters
  Score: Raw -364458.814854 + Penalty 2669.525169 = -361789.289686
  nChanged 29
		SP:Iteration 30Q (6797.550000 sec): 3 clusters
  Score: Raw -364495.639508 + Penalty 2669.525169 = -361826.114339
  nChanged 30
		SP:Iteration 31Q (6797.690000 sec): 3 clusters
  Score: Raw -364535.476080 + Penalty 2669.525169 = -361865.950911
  nChanged 28
		SP:Iteration 32Q (6797.810000 sec): 3 clusters
  Score: Raw -364564.652694 + Penalty 2669.525169 = -361895.127525
  nChanged 23
		SP:Iteration 33Q (6797.910000 sec): 3 clusters
  Score: Raw -364582.402241 + Penalty 2669.525169 = -361912.877073
  nChanged 10
		SP:Iteration 34Q (6798.030000 sec): 3 clusters
  Score: Raw -364587.662171 + Penalty 2669.525169 = -361918.137002
  nChanged 5
		SP:Iteration 35Q (6798.200000 sec): 3 clusters
  Score: Raw -364590.120634 + Penalty 2669.525169 = -361920.595465
  nChanged 1
		SP:Iteration 36Q (6798.360000 sec): 3 clusters
  Score: Raw -364590.284632 + Penalty 2669.525169 = -361920.759464
  nChanged 0
		SP:Iteration 37F (6798.530000 sec): 3 clusters
  Score: Raw -364591.183078 + Penalty 2669.525169 = -361921.657909
  nChanged 1
		SP:Iteration 38Q (6798.690000 sec): 3 clusters
  Score: Raw -364591.651861 + Penalty 2669.525169 = -361922.126692
  nChanged 0
		SP:Iteration 39F (6798.870000 sec): 3 clusters
  Score: Raw -364591.651861 + Penalty 2669.525169 = -361922.126692
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (7359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6798.980000 sec): 2 clusters
  Score: Raw -533311.183543 + Penalty 1446.847892 = -531864.335651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6799.130000 sec): 3 clusters
  Score: Raw -529312.616686 + Penalty 2893.695783 = -526418.920903
  nChanged 3165
		SP:Iteration 1F (6799.250000 sec): 3 clusters
  Score: Raw -531815.278028 + Penalty 2893.695783 = -528921.582245
  nChanged 887
		SP:Iteration 2F (6799.390000 sec): 3 clusters
  Score: Raw -532826.503457 + Penalty 2893.695783 = -529932.807674
  nChanged 678
		SP:Iteration 3F (6799.530000 sec): 3 clusters
  Score: Raw -533402.743729 + Penalty 2893.695783 = -530509.047946
  nChanged 403
		SP:Iteration 4F (6799.710000 sec): 3 clusters
  Score: Raw -533645.291775 + Penalty 2893.695783 = -530751.595992
  nChanged 277
		SP:Iteration 5Q (6799.860000 sec): 3 clusters
  Score: Raw -533754.036103 + Penalty 2893.695783 = -530860.340320
  nChanged 183
		SP:Iteration 6Q (6800.040000 sec): 3 clusters
  Score: Raw -533823.239305 + Penalty 2893.695783 = -530929.543522
  nChanged 148
		SP:Iteration 7Q (6800.200000 sec): 3 clusters
  Score: Raw -533874.727493 + Penalty 2893.695783 = -530981.031709
  nChanged 120
		SP:Iteration 8Q (6800.330000 sec): 3 clusters
  Score: Raw -533917.944225 + Penalty 2893.695783 = -531024.248442
  nChanged 109
		SP:Iteration 9Q (6800.450000 sec): 3 clusters
  Score: Raw -533961.030175 + Penalty 2893.695783 = -531067.334392
  nChanged 109
		SP:Iteration 10Q (6800.620000 sec): 3 clusters
  Score: Raw -534018.837453 + Penalty 2893.695783 = -531125.141670
  nChanged 112
		SP:Iteration 11Q (6800.790000 sec): 3 clusters
  Score: Raw -534078.831065 + Penalty 2893.695783 = -531185.135281
  nChanged 141
		SP:Iteration 12Q (6801.010000 sec): 3 clusters
  Score: Raw -534152.320929 + Penalty 2893.695783 = -531258.625146
  nChanged 130
		SP:Iteration 13Q (6801.190000 sec): 3 clusters
  Score: Raw -534214.056692 + Penalty 2893.695783 = -531320.360909
  nChanged 108
		SP:Iteration 14Q (6801.330000 sec): 3 clusters
  Score: Raw -534266.117158 + Penalty 2893.695783 = -531372.421375
  nChanged 121
		SP:Iteration 15Q (6801.560000 sec): 3 clusters
  Score: Raw -534308.021333 + Penalty 2893.695783 = -531414.325550
  nChanged 83
		SP:Iteration 16Q (6801.750000 sec): 3 clusters
  Score: Raw -534330.972387 + Penalty 2893.695783 = -531437.276604
  nChanged 59
		SP:Iteration 17Q (6801.900000 sec): 3 clusters
  Score: Raw -534345.023509 + Penalty 2893.695783 = -531451.327726
  nChanged 50
		SP:Iteration 18Q (6802.100000 sec): 3 clusters
  Score: Raw -534356.919666 + Penalty 2893.695783 = -531463.223883
  nChanged 49
		SP:Iteration 19Q (6802.290000 sec): 3 clusters
  Score: Raw -534367.319780 + Penalty 2893.695783 = -531473.623997
  nChanged 34
		SP:Iteration 20F (6802.450000 sec): 3 clusters
  Score: Raw -534373.512825 + Penalty 2893.695783 = -531479.817041
  nChanged 28
		SP:Iteration 21Q (6802.590000 sec): 3 clusters
  Score: Raw -534379.794537 + Penalty 2893.695783 = -531486.098753
  nChanged 27
		SP:Iteration 22Q (6802.790000 sec): 3 clusters
  Score: Raw -534384.489424 + Penalty 2893.695783 = -531490.793641
  nChanged 23
		SP:Iteration 23Q (6802.950000 sec): 3 clusters
  Score: Raw -534389.448973 + Penalty 2893.695783 = -531495.753190
  nChanged 26
		SP:Iteration 24Q (6803.090000 sec): 3 clusters
  Score: Raw -534396.151412 + Penalty 2893.695783 = -531502.455629
  nChanged 27
		SP:Iteration 25Q (6803.250000 sec): 3 clusters
  Score: Raw -534402.740202 + Penalty 2893.695783 = -531509.044419
  nChanged 25
		SP:Iteration 26Q (6803.470000 sec): 3 clusters
  Score: Raw -534407.552926 + Penalty 2893.695783 = -531513.857143
  nChanged 21
		SP:Iteration 27Q (6803.640000 sec): 3 clusters
  Score: Raw -534412.162585 + Penalty 2893.695783 = -531518.466802
  nChanged 24
		SP:Iteration 28Q (6803.850000 sec): 3 clusters
  Score: Raw -534415.437076 + Penalty 2893.695783 = -531521.741293
  nChanged 12
		SP:Iteration 29Q (6804.040000 sec): 3 clusters
  Score: Raw -534417.181853 + Penalty 2893.695783 = -531523.486070
  nChanged 11
		SP:Iteration 30Q (6804.190000 sec): 3 clusters
  Score: Raw -534418.739196 + Penalty 2893.695783 = -531525.043412
  nChanged 9
		SP:Iteration 31Q (6804.390000 sec): 3 clusters
  Score: Raw -534419.428693 + Penalty 2893.695783 = -531525.732910
  nChanged 2
		SP:Iteration 32Q (6804.490000 sec): 3 clusters
  Score: Raw -534419.611167 + Penalty 2893.695783 = -531525.915384
  nChanged 1
		SP:Iteration 33Q (6804.680000 sec): 3 clusters
  Score: Raw -534419.686068 + Penalty 2893.695783 = -531525.990285
  nChanged 0
		SP:Iteration 34F (6804.870000 sec): 3 clusters
  Score: Raw -534419.686068 + Penalty 2893.695783 = -531525.990285
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (7485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6804.950000 sec): 2 clusters
  Score: Raw -583296.933330 + Penalty 1449.606648 = -581847.326682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6805.160000 sec): 3 clusters
  Score: Raw -579226.456564 + Penalty 2899.213296 = -576327.243267
  nChanged 3155
		SP:Iteration 1F (6805.350000 sec): 3 clusters
  Score: Raw -581507.642288 + Penalty 2899.213296 = -578608.428991
  nChanged 782
		SP:Iteration 2F (6805.500000 sec): 3 clusters
  Score: Raw -582289.195322 + Penalty 2899.213296 = -579389.982026
  nChanged 689
		SP:Iteration 3F (6805.660000 sec): 3 clusters
  Score: Raw -582857.527967 + Penalty 2899.213296 = -579958.314671
  nChanged 491
		SP:Iteration 4F (6805.800000 sec): 3 clusters
  Score: Raw -583194.957166 + Penalty 2899.213296 = -580295.743870
  nChanged 352
		SP:Iteration 5Q (6805.940000 sec): 3 clusters
  Score: Raw -583437.229750 + Penalty 2899.213296 = -580538.016453
  nChanged 298
		SP:Iteration 6Q (6806.070000 sec): 3 clusters
  Score: Raw -583632.383826 + Penalty 2899.213296 = -580733.170529
  nChanged 278
		SP:Iteration 7Q (6806.260000 sec): 3 clusters
  Score: Raw -583800.929271 + Penalty 2899.213296 = -580901.715975
  nChanged 254
		SP:Iteration 8Q (6806.420000 sec): 3 clusters
  Score: Raw -583966.144933 + Penalty 2899.213296 = -581066.931637
  nChanged 232
		SP:Iteration 9Q (6806.610000 sec): 3 clusters
  Score: Raw -584122.597284 + Penalty 2899.213296 = -581223.383987
  nChanged 256
		SP:Iteration 10Q (6806.810000 sec): 3 clusters
  Score: Raw -584299.699104 + Penalty 2899.213296 = -581400.485807
  nChanged 262
		SP:Iteration 11Q (6807.030000 sec): 3 clusters
  Score: Raw -584468.802932 + Penalty 2899.213296 = -581569.589636
  nChanged 249
		SP:Iteration 12Q (6807.190000 sec): 3 clusters
  Score: Raw -584616.515987 + Penalty 2899.213296 = -581717.302690
  nChanged 224
		SP:Iteration 13Q (6807.360000 sec): 3 clusters
  Score: Raw -584729.588819 + Penalty 2899.213296 = -581830.375522
  nChanged 176
		SP:Iteration 14Q (6807.520000 sec): 3 clusters
  Score: Raw -584809.315691 + Penalty 2899.213296 = -581910.102394
  nChanged 145
		SP:Iteration 15Q (6807.710000 sec): 3 clusters
  Score: Raw -584867.270168 + Penalty 2899.213296 = -581968.056871
  nChanged 129
		SP:Iteration 16Q (6807.850000 sec): 3 clusters
  Score: Raw -584913.106436 + Penalty 2899.213296 = -582013.893140
  nChanged 105
		SP:Iteration 17Q (6808.050000 sec): 3 clusters
  Score: Raw -584948.081352 + Penalty 2899.213296 = -582048.868056
  nChanged 78
		SP:Iteration 18Q (6808.250000 sec): 3 clusters
  Score: Raw -584970.754350 + Penalty 2899.213296 = -582071.541053
  nChanged 57
		SP:Iteration 19Q (6808.420000 sec): 3 clusters
  Score: Raw -584988.393348 + Penalty 2899.213296 = -582089.180052
  nChanged 49
		SP:Iteration 20F (6808.600000 sec): 3 clusters
  Score: Raw -585005.014842 + Penalty 2899.213296 = -582105.801546
  nChanged 37
		SP:Iteration 21Q (6808.750000 sec): 3 clusters
  Score: Raw -585018.435537 + Penalty 2899.213296 = -582119.222241
  nChanged 37
		SP:Iteration 22Q (6808.930000 sec): 3 clusters
  Score: Raw -585029.686180 + Penalty 2899.213296 = -582130.472883
  nChanged 34
		SP:Iteration 23Q (6809.080000 sec): 3 clusters
  Score: Raw -585038.837992 + Penalty 2899.213296 = -582139.624696
  nChanged 34
		SP:Iteration 24Q (6809.310000 sec): 3 clusters
  Score: Raw -585047.052207 + Penalty 2899.213296 = -582147.838910
  nChanged 31
		SP:Iteration 25Q (6809.490000 sec): 3 clusters
  Score: Raw -585052.357572 + Penalty 2899.213296 = -582153.144275
  nChanged 21
		SP:Iteration 26Q (6809.690000 sec): 3 clusters
  Score: Raw -585056.442268 + Penalty 2899.213296 = -582157.228972
  nChanged 22
		SP:Iteration 27Q (6809.840000 sec): 3 clusters
  Score: Raw -585060.499910 + Penalty 2899.213296 = -582161.286614
  nChanged 17
		SP:Iteration 28Q (6809.980000 sec): 3 clusters
  Score: Raw -585063.433083 + Penalty 2899.213296 = -582164.219786
  nChanged 13
		SP:Iteration 29Q (6810.170000 sec): 3 clusters
  Score: Raw -585065.790468 + Penalty 2899.213296 = -582166.577171
  nChanged 14
		SP:Iteration 30Q (6810.370000 sec): 3 clusters
  Score: Raw -585068.652871 + Penalty 2899.213296 = -582169.439575
  nChanged 12
		SP:Iteration 31Q (6810.520000 sec): 3 clusters
  Score: Raw -585071.239669 + Penalty 2899.213296 = -582172.026372
  nChanged 9
		SP:Iteration 32Q (6810.720000 sec): 3 clusters
  Score: Raw -585072.513647 + Penalty 2899.213296 = -582173.300351
  nChanged 6
		SP:Iteration 33Q (6810.880000 sec): 3 clusters
  Score: Raw -585073.287441 + Penalty 2899.213296 = -582174.074144
  nChanged 5
		SP:Iteration 34Q (6811.060000 sec): 3 clusters
  Score: Raw -585073.904726 + Penalty 2899.213296 = -582174.691430
  nChanged 3
		SP:Iteration 35Q (6811.280000 sec): 3 clusters
  Score: Raw -585074.196612 + Penalty 2899.213296 = -582174.983315
  nChanged 2
		SP:Iteration 36Q (6811.400000 sec): 3 clusters
  Score: Raw -585074.369290 + Penalty 2899.213296 = -582175.155994
  nChanged 1
		SP:Iteration 37Q (6811.610000 sec): 3 clusters
  Score: Raw -585074.431025 + Penalty 2899.213296 = -582175.217728
  nChanged 4
		SP:Iteration 38Q (6811.790000 sec): 3 clusters
  Score: Raw -585074.833341 + Penalty 2899.213296 = -582175.620045
  nChanged 3
		SP:Iteration 39Q (6812.010000 sec): 3 clusters
  Score: Raw -585075.233043 + Penalty 2899.213296 = -582176.019746
  nChanged 4
		SP:Iteration 40F (6812.150000 sec): 3 clusters
  Score: Raw -585075.834868 + Penalty 2899.213296 = -582176.621571
  nChanged 3
		SP:Iteration 41Q (6812.350000 sec): 3 clusters
  Score: Raw -585076.234868 + Penalty 2899.213296 = -582177.021571
  nChanged 4
		SP:Iteration 42Q (6812.490000 sec): 3 clusters
  Score: Raw -585076.884478 + Penalty 2899.213296 = -582177.671181
  nChanged 6
		SP:Iteration 43Q (6812.640000 sec): 3 clusters
  Score: Raw -585078.027111 + Penalty 2899.213296 = -582178.813814
  nChanged 9
		SP:Iteration 44Q (6812.820000 sec): 3 clusters
  Score: Raw -585079.484258 + Penalty 2899.213296 = -582180.270962
  nChanged 9
		SP:Iteration 45Q (6813.040000 sec): 3 clusters
  Score: Raw -585080.903529 + Penalty 2899.213296 = -582181.690233
  nChanged 9
		SP:Iteration 46Q (6813.180000 sec): 3 clusters
  Score: Raw -585081.976264 + Penalty 2899.213296 = -582182.762967
  nChanged 5
		SP:Iteration 47Q (6813.340000 sec): 3 clusters
  Score: Raw -585082.437345 + Penalty 2899.213296 = -582183.224049
  nChanged 5
		SP:Iteration 48Q (6813.520000 sec): 3 clusters
  Score: Raw -585083.706252 + Penalty 2899.213296 = -582184.492955
  nChanged 12
		SP:Iteration 49Q (6813.720000 sec): 3 clusters
  Score: Raw -585085.309804 + Penalty 2899.213296 = -582186.096508
  nChanged 12
		SP:Iteration 50Q (6813.920000 sec): 3 clusters
  Score: Raw -585086.747237 + Penalty 2899.213296 = -582187.533940
  nChanged 9
		SP:Iteration 51Q (6814.140000 sec): 3 clusters
  Score: Raw -585088.363953 + Penalty 2899.213296 = -582189.150656
  nChanged 5
		SP:Iteration 52Q (6814.270000 sec): 3 clusters
  Score: Raw -585089.240135 + Penalty 2899.213296 = -582190.026838
  nChanged 5
		SP:Iteration 53Q (6814.490000 sec): 3 clusters
  Score: Raw -585090.238002 + Penalty 2899.213296 = -582191.024705
  nChanged 3
		SP:Iteration 54Q (6814.630000 sec): 3 clusters
  Score: Raw -585090.548757 + Penalty 2899.213296 = -582191.335461
  nChanged 2
		SP:Iteration 55Q (6814.850000 sec): 3 clusters
  Score: Raw -585090.972529 + Penalty 2899.213296 = -582191.759233
  nChanged 1
		SP:Iteration 56Q (6815.020000 sec): 3 clusters
  Score: Raw -585091.100697 + Penalty 2899.213296 = -582191.887401
  nChanged 0
		SP:Iteration 57F (6815.200000 sec): 3 clusters
  Score: Raw -585091.100697 + Penalty 2899.213296 = -582191.887401
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 93.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (9710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6815.370000 sec): 2 clusters
  Score: Raw -954317.346485 + Penalty 1491.898129 = -952825.448356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6815.600000 sec): 3 clusters
  Score: Raw -948803.293614 + Penalty 2983.796257 = -945819.497357
  nChanged 4183
		SP:Iteration 1F (6815.780000 sec): 3 clusters
  Score: Raw -951113.126425 + Penalty 2983.796257 = -948129.330168
  nChanged 590
		SP:Iteration 2F (6815.980000 sec): 3 clusters
  Score: Raw -951359.062840 + Penalty 2983.796257 = -948375.266583
  nChanged 486
		SP:Iteration 3F (6816.200000 sec): 3 clusters
  Score: Raw -951543.514444 + Penalty 2983.796257 = -948559.718186
  nChanged 445
		SP:Iteration 4Q (6816.340000 sec): 3 clusters
  Score: Raw -951730.412231 + Penalty 2983.796257 = -948746.615973
  nChanged 405
		SP:Iteration 5Q (6816.540000 sec): 3 clusters
  Score: Raw -951911.499920 + Penalty 2983.796257 = -948927.703662
  nChanged 414
		SP:Iteration 6Q (6816.740000 sec): 3 clusters
  Score: Raw -952092.985659 + Penalty 2983.796257 = -949109.189401
  nChanged 392
		SP:Iteration 7Q (6816.950000 sec): 3 clusters
  Score: Raw -952290.189530 + Penalty 2983.796257 = -949306.393273
  nChanged 441
		SP:Iteration 8Q (6817.190000 sec): 3 clusters
  Score: Raw -952540.244595 + Penalty 2983.796257 = -949556.448338
  nChanged 453
		SP:Iteration 9Q (6817.340000 sec): 3 clusters
  Score: Raw -952808.081322 + Penalty 2983.796257 = -949824.285065
  nChanged 421
		SP:Iteration 10Q (6817.600000 sec): 3 clusters
  Score: Raw -953077.422781 + Penalty 2983.796257 = -950093.626523
  nChanged 428
		SP:Iteration 11Q (6817.800000 sec): 3 clusters
  Score: Raw -953388.142465 + Penalty 2983.796257 = -950404.346207
  nChanged 374
		SP:Iteration 12Q (6818.000000 sec): 3 clusters
  Score: Raw -953674.320464 + Penalty 2983.796257 = -950690.524207
  nChanged 315
		SP:Iteration 13Q (6818.220000 sec): 3 clusters
  Score: Raw -953925.703965 + Penalty 2983.796257 = -950941.907707
  nChanged 226
		SP:Iteration 14Q (6818.380000 sec): 3 clusters
  Score: Raw -954103.873621 + Penalty 2983.796257 = -951120.077364
  nChanged 163
		SP:Iteration 15Q (6818.590000 sec): 3 clusters
  Score: Raw -954229.871622 + Penalty 2983.796257 = -951246.075364
  nChanged 103
		SP:Iteration 16Q (6818.770000 sec): 3 clusters
  Score: Raw -954310.154735 + Penalty 2983.796257 = -951326.358478
  nChanged 64
		SP:Iteration 17Q (6818.970000 sec): 3 clusters
  Score: Raw -954364.450420 + Penalty 2983.796257 = -951380.654163
  nChanged 50
		SP:Iteration 18Q (6819.130000 sec): 3 clusters
  Score: Raw -954398.453423 + Penalty 2983.796257 = -951414.657166
  nChanged 32
		SP:Iteration 19Q (6819.330000 sec): 3 clusters
  Score: Raw -954420.957415 + Penalty 2983.796257 = -951437.161157
  nChanged 26
		SP:Iteration 20F (6819.550000 sec): 3 clusters
  Score: Raw -954442.122551 + Penalty 2983.796257 = -951458.326294
  nChanged 16
		SP:Iteration 21Q (6819.760000 sec): 3 clusters
  Score: Raw -954456.184228 + Penalty 2983.796257 = -951472.387971
  nChanged 14
		SP:Iteration 22Q (6819.930000 sec): 3 clusters
  Score: Raw -954468.093203 + Penalty 2983.796257 = -951484.296946
  nChanged 9
		SP:Iteration 23Q (6820.090000 sec): 3 clusters
  Score: Raw -954474.956480 + Penalty 2983.796257 = -951491.160222
  nChanged 10
		SP:Iteration 24Q (6820.320000 sec): 3 clusters
  Score: Raw -954482.764723 + Penalty 2983.796257 = -951498.968466
  nChanged 8
		SP:Iteration 25Q (6820.520000 sec): 3 clusters
  Score: Raw -954489.693263 + Penalty 2983.796257 = -951505.897005
  nChanged 10
		SP:Iteration 26Q (6820.700000 sec): 3 clusters
  Score: Raw -954500.136097 + Penalty 2983.796257 = -951516.339839
  nChanged 6
		SP:Iteration 27Q (6820.870000 sec): 3 clusters
  Score: Raw -954506.546215 + Penalty 2983.796257 = -951522.749958
  nChanged 11
		SP:Iteration 28Q (6821.070000 sec): 3 clusters
  Score: Raw -954517.481677 + Penalty 2983.796257 = -951533.685420
  nChanged 11
		SP:Iteration 29Q (6821.280000 sec): 3 clusters
  Score: Raw -954527.545915 + Penalty 2983.796257 = -951543.749658
  nChanged 11
		SP:Iteration 30Q (6821.480000 sec): 3 clusters
  Score: Raw -954536.601614 + Penalty 2983.796257 = -951552.805357
  nChanged 7
		SP:Iteration 31Q (6821.660000 sec): 3 clusters
  Score: Raw -954543.239645 + Penalty 2983.796257 = -951559.443388
  nChanged 3
		SP:Iteration 32Q (6821.910000 sec): 3 clusters
  Score: Raw -954546.571468 + Penalty 2983.796257 = -951562.775210
  nChanged 3
		SP:Iteration 33Q (6822.100000 sec): 3 clusters
  Score: Raw -954549.226420 + Penalty 2983.796257 = -951565.430163
  nChanged 2
		SP:Iteration 34Q (6822.350000 sec): 3 clusters
  Score: Raw -954550.036477 + Penalty 2983.796257 = -951566.240220
  nChanged 0
		SP:Iteration 35F (6822.540000 sec): 3 clusters
  Score: Raw -954550.036477 + Penalty 2983.796257 = -951566.240220
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (16036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6822.670000 sec): 2 clusters
  Score: Raw -1409415.900850 + Penalty 1573.421114 = -1407842.479735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6822.920000 sec): 3 clusters
  Score: Raw -1399848.793522 + Penalty 3146.842229 = -1396701.951293
  nChanged 7225
		SP:Iteration 1F (6823.140000 sec): 3 clusters
  Score: Raw -1404172.820980 + Penalty 3146.842229 = -1401025.978751
  nChanged 1233
		SP:Iteration 2F (6823.390000 sec): 3 clusters
  Score: Raw -1405111.036567 + Penalty 3146.842229 = -1401964.194338
  nChanged 1317
		SP:Iteration 3F (6823.630000 sec): 3 clusters
  Score: Raw -1406269.267824 + Penalty 3146.842229 = -1403122.425595
  nChanged 1360
		SP:Iteration 4F (6823.960000 sec): 3 clusters
  Score: Raw -1407635.371140 + Penalty 3146.842229 = -1404488.528911
  nChanged 1371
		SP:Iteration 5F (6824.160000 sec): 3 clusters
  Score: Raw -1409168.900864 + Penalty 3146.842229 = -1406022.058635
  nChanged 1229
		SP:Iteration 6F (6824.460000 sec): 3 clusters
  Score: Raw -1410517.521782 + Penalty 3146.842229 = -1407370.679553
  nChanged 1041
		SP:Iteration 7F (6824.670000 sec): 3 clusters
  Score: Raw -1411538.664324 + Penalty 3146.842229 = -1408391.822095
  nChanged 726
		SP:Iteration 8Q (6824.910000 sec): 3 clusters
  Score: Raw -1412039.507118 + Penalty 3146.842229 = -1408892.664889
  nChanged 464
		SP:Iteration 9Q (6825.190000 sec): 3 clusters
  Score: Raw -1412237.262930 + Penalty 3146.842229 = -1409090.420701
  nChanged 282
		SP:Iteration 10Q (6825.460000 sec): 3 clusters
  Score: Raw -1412325.970395 + Penalty 3146.842229 = -1409179.128167
  nChanged 170
		SP:Iteration 11Q (6825.710000 sec): 3 clusters
  Score: Raw -1412363.284464 + Penalty 3146.842229 = -1409216.442235
  nChanged 117
		SP:Iteration 12Q (6825.990000 sec): 3 clusters
  Score: Raw -1412382.674350 + Penalty 3146.842229 = -1409235.832121
  nChanged 76
		SP:Iteration 13Q (6826.280000 sec): 3 clusters
  Score: Raw -1412390.876408 + Penalty 3146.842229 = -1409244.034179
  nChanged 38
		SP:Iteration 14Q (6826.530000 sec): 3 clusters
  Score: Raw -1412395.043225 + Penalty 3146.842229 = -1409248.200997
  nChanged 31
		SP:Iteration 15Q (6826.740000 sec): 3 clusters
  Score: Raw -1412398.212211 + Penalty 3146.842229 = -1409251.369982
  nChanged 29
		SP:Iteration 16Q (6827.050000 sec): 3 clusters
  Score: Raw -1412400.883972 + Penalty 3146.842229 = -1409254.041743
  nChanged 22
		SP:Iteration 17Q (6827.280000 sec): 3 clusters
  Score: Raw -1412402.613828 + Penalty 3146.842229 = -1409255.771599
  nChanged 13
		SP:Iteration 18Q (6827.500000 sec): 3 clusters
  Score: Raw -1412403.775733 + Penalty 3146.842229 = -1409256.933504
  nChanged 9
		SP:Iteration 19Q (6827.720000 sec): 3 clusters
  Score: Raw -1412404.535289 + Penalty 3146.842229 = -1409257.693060
  nChanged 10
		SP:Iteration 20F (6827.980000 sec): 3 clusters
  Score: Raw -1412405.416908 + Penalty 3146.842229 = -1409258.574679
  nChanged 6
		SP:Iteration 21Q (6828.250000 sec): 3 clusters
  Score: Raw -1412405.728616 + Penalty 3146.842229 = -1409258.886387
  nChanged 4
		SP:Iteration 22Q (6828.440000 sec): 3 clusters
  Score: Raw -1412405.922150 + Penalty 3146.842229 = -1409259.079921
  nChanged 1
		SP:Iteration 23Q (6828.690000 sec): 3 clusters
  Score: Raw -1412405.967339 + Penalty 3146.842229 = -1409259.125110
  nChanged 3
		SP:Iteration 24Q (6828.980000 sec): 3 clusters
  Score: Raw -1412406.146816 + Penalty 3146.842229 = -1409259.304587
  nChanged 1
		SP:Iteration 25Q (6829.230000 sec): 3 clusters
  Score: Raw -1412406.230344 + Penalty 3146.842229 = -1409259.388115
  nChanged 2
		SP:Iteration 26Q (6829.530000 sec): 3 clusters
  Score: Raw -1412406.328015 + Penalty 3146.842229 = -1409259.485786
  nChanged 0
		SP:Iteration 27F (6829.780000 sec): 3 clusters
  Score: Raw -1412406.328015 + Penalty 3146.842229 = -1409259.485786
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (23325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6830.030000 sec): 2 clusters
  Score: Raw -2212600.307593 + Penalty 1634.308167 = -2210965.999426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6830.300000 sec): 3 clusters
  Score: Raw -2198652.369131 + Penalty 3268.616333 = -2195383.752798
  nChanged 10496
		SP:Iteration 1F (6830.650000 sec): 3 clusters
  Score: Raw -2204486.482213 + Penalty 3268.616333 = -2201217.865879
  nChanged 1277
		SP:Iteration 2F (6830.970000 sec): 3 clusters
  Score: Raw -2204986.488675 + Penalty 3268.616333 = -2201717.872342
  nChanged 1241
		SP:Iteration 3F (6831.220000 sec): 3 clusters
  Score: Raw -2205461.031384 + Penalty 3268.616333 = -2202192.415050
  nChanged 1181
		SP:Iteration 4F (6831.490000 sec): 3 clusters
  Score: Raw -2205901.947111 + Penalty 3268.616333 = -2202633.330778
  nChanged 1067
		SP:Iteration 5Q (6831.800000 sec): 3 clusters
  Score: Raw -2206317.193911 + Penalty 3268.616333 = -2203048.577577
  nChanged 1028
		SP:Iteration 6Q (6832.100000 sec): 3 clusters
  Score: Raw -2206727.185343 + Penalty 3268.616333 = -2203458.569010
  nChanged 994
		SP:Iteration 7Q (6832.390000 sec): 3 clusters
  Score: Raw -2207129.966767 + Penalty 3268.616333 = -2203861.350433
  nChanged 941
		SP:Iteration 8Q (6832.770000 sec): 3 clusters
  Score: Raw -2207474.038988 + Penalty 3268.616333 = -2204205.422655
  nChanged 824
		SP:Iteration 9Q (6833.140000 sec): 3 clusters
  Score: Raw -2207756.725290 + Penalty 3268.616333 = -2204488.108956
  nChanged 749
		SP:Iteration 10Q (6833.440000 sec): 3 clusters
  Score: Raw -2208008.355014 + Penalty 3268.616333 = -2204739.738681
  nChanged 648
		SP:Iteration 11Q (6833.760000 sec): 3 clusters
  Score: Raw -2208213.215062 + Penalty 3268.616333 = -2204944.598729
  nChanged 593
		SP:Iteration 12Q (6834.080000 sec): 3 clusters
  Score: Raw -2208391.590791 + Penalty 3268.616333 = -2205122.974457
  nChanged 580
		SP:Iteration 13Q (6834.380000 sec): 3 clusters
  Score: Raw -2208578.347647 + Penalty 3268.616333 = -2205309.731314
  nChanged 577
		SP:Iteration 14Q (6834.720000 sec): 3 clusters
  Score: Raw -2208782.747148 + Penalty 3268.616333 = -2205514.130815
  nChanged 643
		SP:Iteration 15Q (6835.040000 sec): 3 clusters
  Score: Raw -2209032.784550 + Penalty 3268.616333 = -2205764.168217
  nChanged 662
		SP:Iteration 16Q (6835.320000 sec): 3 clusters
  Score: Raw -2209315.920931 + Penalty 3268.616333 = -2206047.304597
  nChanged 720
		SP:Iteration 17Q (6835.640000 sec): 3 clusters
  Score: Raw -2209658.815235 + Penalty 3268.616333 = -2206390.198902
  nChanged 765
		SP:Iteration 18Q (6835.900000 sec): 3 clusters
  Score: Raw -2210063.026463 + Penalty 3268.616333 = -2206794.410129
  nChanged 767
		SP:Iteration 19Q (6836.230000 sec): 3 clusters
  Score: Raw -2210534.725084 + Penalty 3268.616333 = -2207266.108751
  nChanged 777
		SP:Iteration 20F (6836.540000 sec): 3 clusters
  Score: Raw -2211068.290719 + Penalty 3268.616333 = -2207799.674385
  nChanged 676
		SP:Iteration 21Q (6836.820000 sec): 3 clusters
  Score: Raw -2211564.377593 + Penalty 3268.616333 = -2208295.761260
  nChanged 551
		SP:Iteration 22Q (6837.140000 sec): 3 clusters
  Score: Raw -2211985.655718 + Penalty 3268.616333 = -2208717.039385
  nChanged 416
		SP:Iteration 23Q (6837.400000 sec): 3 clusters
  Score: Raw -2212301.354928 + Penalty 3268.616333 = -2209032.738595
  nChanged 278
		SP:Iteration 24Q (6837.680000 sec): 3 clusters
  Score: Raw -2212513.632505 + Penalty 3268.616333 = -2209245.016171
  nChanged 183
		SP:Iteration 25Q (6837.990000 sec): 3 clusters
  Score: Raw -2212647.028169 + Penalty 3268.616333 = -2209378.411836
  nChanged 118
		SP:Iteration 26Q (6838.260000 sec): 3 clusters
  Score: Raw -2212743.617241 + Penalty 3268.616333 = -2209475.000907
  nChanged 73
		SP:Iteration 27Q (6838.530000 sec): 3 clusters
  Score: Raw -2212792.910047 + Penalty 3268.616333 = -2209524.293714
  nChanged 55
		SP:Iteration 28Q (6838.810000 sec): 3 clusters
  Score: Raw -2212835.705648 + Penalty 3268.616333 = -2209567.089315
  nChanged 53
		SP:Iteration 29Q (6839.040000 sec): 3 clusters
  Score: Raw -2212878.747717 + Penalty 3268.616333 = -2209610.131383
  nChanged 33
		SP:Iteration 30Q (6839.330000 sec): 3 clusters
  Score: Raw -2212899.093043 + Penalty 3268.616333 = -2209630.476709
  nChanged 24
		SP:Iteration 31Q (6839.580000 sec): 3 clusters
  Score: Raw -2212913.597014 + Penalty 3268.616333 = -2209644.980681
  nChanged 19
		SP:Iteration 32Q (6839.840000 sec): 3 clusters
  Score: Raw -2212927.517646 + Penalty 3268.616333 = -2209658.901313
  nChanged 17
		SP:Iteration 33Q (6840.060000 sec): 3 clusters
  Score: Raw -2212938.526903 + Penalty 3268.616333 = -2209669.910570
  nChanged 15
		SP:Iteration 34Q (6840.360000 sec): 3 clusters
  Score: Raw -2212948.715069 + Penalty 3268.616333 = -2209680.098735
  nChanged 9
		SP:Iteration 35Q (6840.690000 sec): 3 clusters
  Score: Raw -2212953.607987 + Penalty 3268.616333 = -2209684.991653
  nChanged 12
		SP:Iteration 36Q (6840.970000 sec): 3 clusters
  Score: Raw -2212962.282024 + Penalty 3268.616333 = -2209693.665691
  nChanged 9
		SP:Iteration 37Q (6841.260000 sec): 3 clusters
  Score: Raw -2212969.769660 + Penalty 3268.616333 = -2209701.153327
  nChanged 7
		SP:Iteration 38Q (6841.480000 sec): 3 clusters
  Score: Raw -2212976.170172 + Penalty 3268.616333 = -2209707.553839
  nChanged 8
		SP:Iteration 39Q (6841.740000 sec): 3 clusters
  Score: Raw -2212979.873616 + Penalty 3268.616333 = -2209711.257282
  nChanged 5
		SP:Iteration 40F (6842.030000 sec): 3 clusters
  Score: Raw -2212982.784013 + Penalty 3268.616333 = -2209714.167679
  nChanged 4
		SP:Iteration 41Q (6842.310000 sec): 3 clusters
  Score: Raw -2212986.075456 + Penalty 3268.616333 = -2209717.459123
  nChanged 5
		SP:Iteration 42Q (6842.570000 sec): 3 clusters
  Score: Raw -2212989.654301 + Penalty 3268.616333 = -2209721.037967
  nChanged 5
		SP:Iteration 43Q (6842.820000 sec): 3 clusters
  Score: Raw -2212992.223537 + Penalty 3268.616333 = -2209723.607204
  nChanged 1
		SP:Iteration 44Q (6843.120000 sec): 3 clusters
  Score: Raw -2212992.338974 + Penalty 3268.616333 = -2209723.722640
  nChanged 0
		SP:Iteration 45F (6843.360000 sec): 3 clusters
  Score: Raw -2212992.338974 + Penalty 3268.616333 = -2209723.722640
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (5198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6843.480000 sec): 2 clusters
  Score: Raw -403384.281877 + Penalty 1390.354747 = -401993.927129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6843.640000 sec): 3 clusters
  Score: Raw -400703.675911 + Penalty 2780.709495 = -397922.966417
  nChanged 2139
		SP:Iteration 1F (6843.810000 sec): 3 clusters
  Score: Raw -402282.569866 + Penalty 2780.709495 = -399501.860371
  nChanged 517
		SP:Iteration 2F (6844.030000 sec): 3 clusters
  Score: Raw -402759.169350 + Penalty 2780.709495 = -399978.459855
  nChanged 424
		SP:Iteration 3F (6844.180000 sec): 3 clusters
  Score: Raw -403214.498610 + Penalty 2780.709495 = -400433.789115
  nChanged 348
		SP:Iteration 4F (6844.380000 sec): 3 clusters
  Score: Raw -403659.991457 + Penalty 2780.709495 = -400879.281962
  nChanged 318
		SP:Iteration 5F (6844.540000 sec): 3 clusters
  Score: Raw -404127.078416 + Penalty 2780.709495 = -401346.368921
  nChanged 289
		SP:Iteration 6F (6844.700000 sec): 3 clusters
  Score: Raw -404559.021404 + Penalty 2780.709495 = -401778.311909
  nChanged 257
		SP:Iteration 7Q (6844.860000 sec): 3 clusters
  Score: Raw -405013.259031 + Penalty 2780.709495 = -402232.549536
  nChanged 226
		SP:Iteration 8Q (6845.020000 sec): 3 clusters
  Score: Raw -405385.596338 + Penalty 2780.709495 = -402604.886843
  nChanged 177
		SP:Iteration 9Q (6845.170000 sec): 3 clusters
  Score: Raw -405582.544325 + Penalty 2780.709495 = -402801.834830
  nChanged 121
		SP:Iteration 10Q (6845.330000 sec): 3 clusters
  Score: Raw -405655.233511 + Penalty 2780.709495 = -402874.524016
  nChanged 76
		SP:Iteration 11Q (6845.480000 sec): 3 clusters
  Score: Raw -405693.436524 + Penalty 2780.709495 = -402912.727030
  nChanged 42
		SP:Iteration 12Q (6845.640000 sec): 3 clusters
  Score: Raw -405708.404106 + Penalty 2780.709495 = -402927.694612
  nChanged 23
		SP:Iteration 13Q (6845.800000 sec): 3 clusters
  Score: Raw -405714.209947 + Penalty 2780.709495 = -402933.500452
  nChanged 16
		SP:Iteration 14Q (6845.950000 sec): 3 clusters
  Score: Raw -405719.073991 + Penalty 2780.709495 = -402938.364496
  nChanged 14
		SP:Iteration 15Q (6846.110000 sec): 3 clusters
  Score: Raw -405722.744059 + Penalty 2780.709495 = -402942.034564
  nChanged 9
		SP:Iteration 16Q (6846.270000 sec): 3 clusters
  Score: Raw -405724.826541 + Penalty 2780.709495 = -402944.117046
  nChanged 2
		SP:Iteration 17Q (6846.430000 sec): 3 clusters
  Score: Raw -405724.955353 + Penalty 2780.709495 = -402944.245858
  nChanged 0
		SP:Iteration 18F (6846.580000 sec): 3 clusters
  Score: Raw -405725.700373 + Penalty 2780.709495 = -402944.990878
  nChanged 2
		SP:Iteration 19Q (6846.740000 sec): 3 clusters
  Score: Raw -405726.363365 + Penalty 2780.709495 = -402945.653870
  nChanged 3
		SP:Iteration 20F (6846.900000 sec): 3 clusters
  Score: Raw -405726.604594 + Penalty 2780.709495 = -402945.895099
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6846.960000 sec): 2 clusters
  Score: Raw -81951.848436 + Penalty 1138.587974 = -80813.260461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6847.120000 sec): 3 clusters
  Score: Raw -81592.009766 + Penalty 2277.175949 = -79314.833817
  nChanged 363
		SP:Iteration 1F (6847.280000 sec): 3 clusters
  Score: Raw -82033.168370 + Penalty 2277.175949 = -79755.992421
  nChanged 122
		SP:Iteration 2F (6847.440000 sec): 3 clusters
  Score: Raw -82210.159866 + Penalty 2277.175949 = -79932.983917
  nChanged 81
		SP:Iteration 3F (6847.600000 sec): 3 clusters
  Score: Raw -82331.677264 + Penalty 2277.175949 = -80054.501316
  nChanged 55
		SP:Iteration 4Q (6847.760000 sec): 3 clusters
  Score: Raw -82460.793154 + Penalty 2277.175949 = -80183.617205
  nChanged 39
		SP:Iteration 5Q (6847.910000 sec): 3 clusters
  Score: Raw -82529.799514 + Penalty 2277.175949 = -80252.623565
  nChanged 37
		SP:Iteration 6Q (6848.060000 sec): 3 clusters
  Score: Raw -82594.981372 + Penalty 2277.175949 = -80317.805423
  nChanged 35
		SP:Iteration 7Q (6848.200000 sec): 3 clusters
  Score: Raw -82642.198276 + Penalty 2277.175949 = -80365.022327
  nChanged 29
		SP:Iteration 8Q (6848.350000 sec): 3 clusters
  Score: Raw -82683.894969 + Penalty 2277.175949 = -80406.719020
  nChanged 22
		SP:Iteration 9Q (6848.500000 sec): 3 clusters
  Score: Raw -82714.707067 + Penalty 2277.175949 = -80437.531118
  nChanged 16
		SP:Iteration 10Q (6848.640000 sec): 3 clusters
  Score: Raw -82731.091991 + Penalty 2277.175949 = -80453.916042
  nChanged 13
		SP:Iteration 11Q (6848.790000 sec): 3 clusters
  Score: Raw -82739.763882 + Penalty 2277.175949 = -80462.587933
  nChanged 11
		SP:Iteration 12Q (6848.940000 sec): 3 clusters
  Score: Raw -82749.146801 + Penalty 2277.175949 = -80471.970852
  nChanged 6
		SP:Iteration 13Q (6849.090000 sec): 3 clusters
  Score: Raw -82756.046552 + Penalty 2277.175949 = -80478.870603
  nChanged 6
		SP:Iteration 14Q (6849.250000 sec): 3 clusters
  Score: Raw -82761.751375 + Penalty 2277.175949 = -80484.575426
  nChanged 4
		SP:Iteration 15Q (6849.410000 sec): 3 clusters
  Score: Raw -82766.074429 + Penalty 2277.175949 = -80488.898480
  nChanged 7
		SP:Iteration 16Q (6849.580000 sec): 3 clusters
  Score: Raw -82774.345408 + Penalty 2277.175949 = -80497.169459
  nChanged 3
		SP:Iteration 17Q (6849.740000 sec): 3 clusters
  Score: Raw -82777.237656 + Penalty 2277.175949 = -80500.061707
  nChanged 4
		SP:Iteration 18Q (6849.940000 sec): 3 clusters
  Score: Raw -82781.889586 + Penalty 2277.175949 = -80504.713637
  nChanged 2
		SP:Iteration 19Q (6850.060000 sec): 3 clusters
  Score: Raw -82782.902855 + Penalty 2277.175949 = -80505.726906
  nChanged 2
		SP:Iteration 20F (6850.220000 sec): 3 clusters
  Score: Raw -82787.758834 + Penalty 2277.175949 = -80510.582885
  nChanged 5
		SP:Iteration 21Q (6850.380000 sec): 3 clusters
  Score: Raw -82800.912504 + Penalty 2277.175949 = -80523.736556
  nChanged 4
		SP:Iteration 22Q (6850.550000 sec): 3 clusters
  Score: Raw -82804.401552 + Penalty 2277.175949 = -80527.225603
  nChanged 2
		SP:Iteration 23Q (6850.730000 sec): 3 clusters
  Score: Raw -82806.398027 + Penalty 2277.175949 = -80529.222079
  nChanged 0
		SP:Iteration 24F (6850.900000 sec): 3 clusters
  Score: Raw -82806.398027 + Penalty 2277.175949 = -80529.222079
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (8737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6851.010000 sec): 2 clusters
  Score: Raw -773950.817979 + Penalty 1474.739851 = -772476.078128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6851.220000 sec): 3 clusters
  Score: Raw -769063.104061 + Penalty 2949.479702 = -766113.624359
  nChanged 3769
		SP:Iteration 1F (6851.410000 sec): 3 clusters
  Score: Raw -771704.130030 + Penalty 2949.479702 = -768754.650328
  nChanged 823
		SP:Iteration 2F (6851.600000 sec): 3 clusters
  Score: Raw -772274.600656 + Penalty 2949.479702 = -769325.120954
  nChanged 608
		SP:Iteration 3F (6851.790000 sec): 3 clusters
  Score: Raw -772689.590542 + Penalty 2949.479702 = -769740.110840
  nChanged 504
		SP:Iteration 4F (6851.990000 sec): 3 clusters
  Score: Raw -772936.255746 + Penalty 2949.479702 = -769986.776044
  nChanged 331
		SP:Iteration 5Q (6852.180000 sec): 3 clusters
  Score: Raw -773078.609803 + Penalty 2949.479702 = -770129.130101
  nChanged 265
		SP:Iteration 6Q (6852.370000 sec): 3 clusters
  Score: Raw -773202.156820 + Penalty 2949.479702 = -770252.677118
  nChanged 230
		SP:Iteration 7Q (6852.570000 sec): 3 clusters
  Score: Raw -773311.215548 + Penalty 2949.479702 = -770361.735846
  nChanged 225
		SP:Iteration 8Q (6852.760000 sec): 3 clusters
  Score: Raw -773408.175115 + Penalty 2949.479702 = -770458.695413
  nChanged 193
		SP:Iteration 9Q (6852.890000 sec): 3 clusters
  Score: Raw -773504.814942 + Penalty 2949.479702 = -770555.335240
  nChanged 190
		SP:Iteration 10Q (6853.050000 sec): 3 clusters
  Score: Raw -773606.451780 + Penalty 2949.479702 = -770656.972078
  nChanged 168
		SP:Iteration 11Q (6853.200000 sec): 3 clusters
  Score: Raw -773689.161462 + Penalty 2949.479702 = -770739.681760
  nChanged 169
		SP:Iteration 12Q (6853.330000 sec): 3 clusters
  Score: Raw -773767.684804 + Penalty 2949.479702 = -770818.205102
  nChanged 166
		SP:Iteration 13Q (6853.450000 sec): 3 clusters
  Score: Raw -773840.635321 + Penalty 2949.479702 = -770891.155619
  nChanged 160
		SP:Iteration 14Q (6853.580000 sec): 3 clusters
  Score: Raw -773912.301292 + Penalty 2949.479702 = -770962.821590
  nChanged 155
		SP:Iteration 15Q (6853.760000 sec): 3 clusters
  Score: Raw -773971.337578 + Penalty 2949.479702 = -771021.857876
  nChanged 151
		SP:Iteration 16Q (6853.960000 sec): 3 clusters
  Score: Raw -774029.339379 + Penalty 2949.479702 = -771079.859676
  nChanged 144
		SP:Iteration 17Q (6854.150000 sec): 3 clusters
  Score: Raw -774092.437508 + Penalty 2949.479702 = -771142.957806
  nChanged 149
		SP:Iteration 18Q (6854.350000 sec): 3 clusters
  Score: Raw -774157.567894 + Penalty 2949.479702 = -771208.088192
  nChanged 140
		SP:Iteration 19Q (6854.540000 sec): 3 clusters
  Score: Raw -774203.888263 + Penalty 2949.479702 = -771254.408560
  nChanged 110
		SP:Iteration 20F (6854.730000 sec): 3 clusters
  Score: Raw -774244.744679 + Penalty 2949.479702 = -771295.264977
  nChanged 112
		SP:Iteration 21Q (6854.920000 sec): 3 clusters
  Score: Raw -774285.668434 + Penalty 2949.479702 = -771336.188732
  nChanged 98
		SP:Iteration 22Q (6855.120000 sec): 3 clusters
  Score: Raw -774322.375908 + Penalty 2949.479702 = -771372.896205
  nChanged 83
		SP:Iteration 23Q (6855.310000 sec): 3 clusters
  Score: Raw -774352.298593 + Penalty 2949.479702 = -771402.818891
  nChanged 89
		SP:Iteration 24Q (6855.500000 sec): 3 clusters
  Score: Raw -774380.268138 + Penalty 2949.479702 = -771430.788436
  nChanged 74
		SP:Iteration 25Q (6855.700000 sec): 3 clusters
  Score: Raw -774402.560482 + Penalty 2949.479702 = -771453.080780
  nChanged 70
		SP:Iteration 26Q (6855.890000 sec): 3 clusters
  Score: Raw -774422.769065 + Penalty 2949.479702 = -771473.289363
  nChanged 75
		SP:Iteration 27Q (6856.080000 sec): 3 clusters
  Score: Raw -774441.348744 + Penalty 2949.479702 = -771491.869042
  nChanged 55
		SP:Iteration 28Q (6856.270000 sec): 3 clusters
  Score: Raw -774455.049828 + Penalty 2949.479702 = -771505.570126
  nChanged 49
		SP:Iteration 29Q (6856.460000 sec): 3 clusters
  Score: Raw -774465.561628 + Penalty 2949.479702 = -771516.081926
  nChanged 46
		SP:Iteration 30Q (6856.660000 sec): 3 clusters
  Score: Raw -774474.782678 + Penalty 2949.479702 = -771525.302975
  nChanged 31
		SP:Iteration 31Q (6856.850000 sec): 3 clusters
  Score: Raw -774482.393282 + Penalty 2949.479702 = -771532.913580
  nChanged 35
		SP:Iteration 32Q (6857.040000 sec): 3 clusters
  Score: Raw -774491.330568 + Penalty 2949.479702 = -771541.850866
  nChanged 39
		SP:Iteration 33Q (6857.230000 sec): 3 clusters
  Score: Raw -774502.456327 + Penalty 2949.479702 = -771552.976625
  nChanged 35
		SP:Iteration 34Q (6857.430000 sec): 3 clusters
  Score: Raw -774514.388855 + Penalty 2949.479702 = -771564.909153
  nChanged 45
		SP:Iteration 35Q (6857.620000 sec): 3 clusters
  Score: Raw -774526.268209 + Penalty 2949.479702 = -771576.788507
  nChanged 40
		SP:Iteration 36Q (6857.810000 sec): 3 clusters
  Score: Raw -774536.748603 + Penalty 2949.479702 = -771587.268901
  nChanged 41
		SP:Iteration 37Q (6858.010000 sec): 3 clusters
  Score: Raw -774551.400531 + Penalty 2949.479702 = -771601.920829
  nChanged 55
		SP:Iteration 38Q (6858.200000 sec): 3 clusters
  Score: Raw -774578.162371 + Penalty 2949.479702 = -771628.682669
  nChanged 61
		SP:Iteration 39Q (6858.390000 sec): 3 clusters
  Score: Raw -774604.747437 + Penalty 2949.479702 = -771655.267735
  nChanged 53
		SP:Iteration 40F (6858.580000 sec): 3 clusters
  Score: Raw -774622.307445 + Penalty 2949.479702 = -771672.827743
  nChanged 53
		SP:Iteration 41Q (6858.810000 sec): 3 clusters
  Score: Raw -774637.482233 + Penalty 2949.479702 = -771688.002531
  nChanged 47
		SP:Iteration 42Q (6859.020000 sec): 3 clusters
  Score: Raw -774648.549874 + Penalty 2949.479702 = -771699.070172
  nChanged 29
		SP:Iteration 43Q (6859.220000 sec): 3 clusters
  Score: Raw -774657.696379 + Penalty 2949.479702 = -771708.216677
  nChanged 36
		SP:Iteration 44Q (6859.410000 sec): 3 clusters
  Score: Raw -774668.118844 + Penalty 2949.479702 = -771718.639142
  nChanged 38
		SP:Iteration 45Q (6859.600000 sec): 3 clusters
  Score: Raw -774678.932583 + Penalty 2949.479702 = -771729.452881
  nChanged 24
		SP:Iteration 46Q (6859.790000 sec): 3 clusters
  Score: Raw -774684.052924 + Penalty 2949.479702 = -771734.573222
  nChanged 22
		SP:Iteration 47Q (6859.980000 sec): 3 clusters
  Score: Raw -774689.937672 + Penalty 2949.479702 = -771740.457970
  nChanged 19
		SP:Iteration 48Q (6860.180000 sec): 3 clusters
  Score: Raw -774694.188996 + Penalty 2949.479702 = -771744.709294
  nChanged 21
		SP:Iteration 49Q (6860.370000 sec): 3 clusters
  Score: Raw -774697.844282 + Penalty 2949.479702 = -771748.364580
  nChanged 17
		SP:Iteration 50Q (6860.560000 sec): 3 clusters
  Score: Raw -774701.118231 + Penalty 2949.479702 = -771751.638529
  nChanged 10
		SP:Iteration 51Q (6860.760000 sec): 3 clusters
  Score: Raw -774703.601979 + Penalty 2949.479702 = -771754.122277
  nChanged 10
		SP:Iteration 52Q (6860.950000 sec): 3 clusters
  Score: Raw -774705.478716 + Penalty 2949.479702 = -771755.999014
  nChanged 10
		SP:Iteration 53Q (6861.140000 sec): 3 clusters
  Score: Raw -774707.549500 + Penalty 2949.479702 = -771758.069798
  nChanged 15
		SP:Iteration 54Q (6861.330000 sec): 3 clusters
  Score: Raw -774710.786485 + Penalty 2949.479702 = -771761.306783
  nChanged 14
		SP:Iteration 55Q (6861.530000 sec): 3 clusters
  Score: Raw -774712.754835 + Penalty 2949.479702 = -771763.275133
  nChanged 14
		SP:Iteration 56Q (6861.720000 sec): 3 clusters
  Score: Raw -774715.886061 + Penalty 2949.479702 = -771766.406359
  nChanged 15
		SP:Iteration 57Q (6861.910000 sec): 3 clusters
  Score: Raw -774719.274582 + Penalty 2949.479702 = -771769.794880
  nChanged 15
		SP:Iteration 58Q (6862.110000 sec): 3 clusters
  Score: Raw -774723.080192 + Penalty 2949.479702 = -771773.600490
  nChanged 19
		SP:Iteration 59Q (6862.300000 sec): 3 clusters
  Score: Raw -774726.771535 + Penalty 2949.479702 = -771777.291833
  nChanged 22
		SP:Iteration 60F (6862.490000 sec): 3 clusters
  Score: Raw -774732.985918 + Penalty 2949.479702 = -771783.506215
  nChanged 27
		SP:Iteration 61Q (6862.690000 sec): 3 clusters
  Score: Raw -774740.434835 + Penalty 2949.479702 = -771790.955133
  nChanged 28
		SP:Iteration 62Q (6862.880000 sec): 3 clusters
  Score: Raw -774748.063844 + Penalty 2949.479702 = -771798.584142
  nChanged 32
		SP:Iteration 63Q (6863.070000 sec): 3 clusters
  Score: Raw -774756.384960 + Penalty 2949.479702 = -771806.905258
  nChanged 28
		SP:Iteration 64Q (6863.270000 sec): 3 clusters
  Score: Raw -774761.696989 + Penalty 2949.479702 = -771812.217287
  nChanged 16
		SP:Iteration 65Q (6863.460000 sec): 3 clusters
  Score: Raw -774765.014398 + Penalty 2949.479702 = -771815.534696
  nChanged 17
		SP:Iteration 66Q (6863.650000 sec): 3 clusters
  Score: Raw -774767.524043 + Penalty 2949.479702 = -771818.044341
  nChanged 8
		SP:Iteration 67Q (6863.850000 sec): 3 clusters
  Score: Raw -774768.963003 + Penalty 2949.479702 = -771819.483301
  nChanged 9
		SP:Iteration 68Q (6864.030000 sec): 3 clusters
  Score: Raw -774770.222111 + Penalty 2949.479702 = -771820.742409
  nChanged 5
		SP:Iteration 69Q (6864.220000 sec): 3 clusters
  Score: Raw -774771.129049 + Penalty 2949.479702 = -771821.649347
  nChanged 3
		SP:Iteration 70Q (6864.500000 sec): 3 clusters
  Score: Raw -774771.555384 + Penalty 2949.479702 = -771822.075682
  nChanged 4
		SP:Iteration 71Q (6864.650000 sec): 3 clusters
  Score: Raw -774772.112344 + Penalty 2949.479702 = -771822.632642
  nChanged 7
		SP:Iteration 72Q (6864.840000 sec): 3 clusters
  Score: Raw -774773.989708 + Penalty 2949.479702 = -771824.510006
  nChanged 8
		SP:Iteration 73Q (6865.030000 sec): 3 clusters
  Score: Raw -774775.495196 + Penalty 2949.479702 = -771826.015494
  nChanged 6
		SP:Iteration 74Q (6865.220000 sec): 3 clusters
  Score: Raw -774776.384277 + Penalty 2949.479702 = -771826.904575
  nChanged 3
		SP:Iteration 75Q (6865.420000 sec): 3 clusters
  Score: Raw -774776.603392 + Penalty 2949.479702 = -771827.123690
  nChanged 0
		SP:Iteration 76F (6865.610000 sec): 3 clusters
  Score: Raw -774776.603392 + Penalty 2949.479702 = -771827.123690
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (4401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6865.730000 sec): 2 clusters
  Score: Raw -265456.674776 + Penalty 1363.307898 = -264093.366878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6865.920000 sec): 3 clusters
  Score: Raw -263343.747933 + Penalty 2726.615797 = -260617.132137
  nChanged 1830
		SP:Iteration 1F (6866.090000 sec): 3 clusters
  Score: Raw -265286.742024 + Penalty 2726.615797 = -262560.126228
  nChanged 541
		SP:Iteration 2F (6866.270000 sec): 3 clusters
  Score: Raw -265957.571116 + Penalty 2726.615797 = -263230.955320
  nChanged 348
		SP:Iteration 3F (6866.450000 sec): 3 clusters
  Score: Raw -266270.267235 + Penalty 2726.615797 = -263543.651438
  nChanged 226
		SP:Iteration 4F (6866.620000 sec): 3 clusters
  Score: Raw -266447.135286 + Penalty 2726.615797 = -263720.519490
  nChanged 157
		SP:Iteration 5Q (6866.800000 sec): 3 clusters
  Score: Raw -266546.899552 + Penalty 2726.615797 = -263820.283756
  nChanged 96
		SP:Iteration 6Q (6866.970000 sec): 3 clusters
  Score: Raw -266604.376176 + Penalty 2726.615797 = -263877.760380
  nChanged 82
		SP:Iteration 7Q (6867.150000 sec): 3 clusters
  Score: Raw -266654.400821 + Penalty 2726.615797 = -263927.785024
  nChanged 65
		SP:Iteration 8Q (6867.330000 sec): 3 clusters
  Score: Raw -266688.904719 + Penalty 2726.615797 = -263962.288922
  nChanged 54
		SP:Iteration 9Q (6867.500000 sec): 3 clusters
  Score: Raw -266711.842899 + Penalty 2726.615797 = -263985.227102
  nChanged 40
		SP:Iteration 10Q (6867.670000 sec): 3 clusters
  Score: Raw -266733.751863 + Penalty 2726.615797 = -264007.136066
  nChanged 37
		SP:Iteration 11Q (6867.850000 sec): 3 clusters
  Score: Raw -266751.194867 + Penalty 2726.615797 = -264024.579070
  nChanged 39
		SP:Iteration 12Q (6868.030000 sec): 3 clusters
  Score: Raw -266770.145405 + Penalty 2726.615797 = -264043.529608
  nChanged 38
		SP:Iteration 13Q (6868.200000 sec): 3 clusters
  Score: Raw -266783.904153 + Penalty 2726.615797 = -264057.288356
  nChanged 33
		SP:Iteration 14Q (6868.380000 sec): 3 clusters
  Score: Raw -266793.491848 + Penalty 2726.615797 = -264066.876052
  nChanged 28
		SP:Iteration 15Q (6868.550000 sec): 3 clusters
  Score: Raw -266803.036529 + Penalty 2726.615797 = -264076.420733
  nChanged 29
		SP:Iteration 16Q (6868.730000 sec): 3 clusters
  Score: Raw -266812.146238 + Penalty 2726.615797 = -264085.530442
  nChanged 27
		SP:Iteration 17Q (6868.910000 sec): 3 clusters
  Score: Raw -266820.288779 + Penalty 2726.615797 = -264093.672983
  nChanged 24
		SP:Iteration 18Q (6869.080000 sec): 3 clusters
  Score: Raw -266827.174992 + Penalty 2726.615797 = -264100.559195
  nChanged 29
		SP:Iteration 19Q (6869.260000 sec): 3 clusters
  Score: Raw -266839.606740 + Penalty 2726.615797 = -264112.990943
  nChanged 29
		SP:Iteration 20F (6869.430000 sec): 3 clusters
  Score: Raw -266853.018372 + Penalty 2726.615797 = -264126.402575
  nChanged 38
		SP:Iteration 21Q (6869.610000 sec): 3 clusters
  Score: Raw -266874.322738 + Penalty 2726.615797 = -264147.706941
  nChanged 40
		SP:Iteration 22Q (6869.780000 sec): 3 clusters
  Score: Raw -266901.879960 + Penalty 2726.615797 = -264175.264164
  nChanged 41
		SP:Iteration 23Q (6869.960000 sec): 3 clusters
  Score: Raw -266929.297258 + Penalty 2726.615797 = -264202.681461
  nChanged 46
		SP:Iteration 24Q (6870.130000 sec): 3 clusters
  Score: Raw -266955.361868 + Penalty 2726.615797 = -264228.746071
  nChanged 44
		SP:Iteration 25Q (6870.310000 sec): 3 clusters
  Score: Raw -266972.825927 + Penalty 2726.615797 = -264246.210131
  nChanged 30
		SP:Iteration 26Q (6870.490000 sec): 3 clusters
  Score: Raw -266985.250528 + Penalty 2726.615797 = -264258.634731
  nChanged 29
		SP:Iteration 27Q (6870.660000 sec): 3 clusters
  Score: Raw -266997.429683 + Penalty 2726.615797 = -264270.813887
  nChanged 26
		SP:Iteration 28Q (6870.840000 sec): 3 clusters
  Score: Raw -267011.450438 + Penalty 2726.615797 = -264284.834642
  nChanged 33
		SP:Iteration 29Q (6871.010000 sec): 3 clusters
  Score: Raw -267026.681469 + Penalty 2726.615797 = -264300.065673
  nChanged 34
		SP:Iteration 30Q (6871.190000 sec): 3 clusters
  Score: Raw -267038.899480 + Penalty 2726.615797 = -264312.283683
  nChanged 32
		SP:Iteration 31Q (6871.370000 sec): 3 clusters
  Score: Raw -267050.682512 + Penalty 2726.615797 = -264324.066715
  nChanged 27
		SP:Iteration 32Q (6871.540000 sec): 3 clusters
  Score: Raw -267061.883437 + Penalty 2726.615797 = -264335.267640
  nChanged 28
		SP:Iteration 33Q (6871.720000 sec): 3 clusters
  Score: Raw -267073.794022 + Penalty 2726.615797 = -264347.178225
  nChanged 27
		SP:Iteration 34Q (6871.890000 sec): 3 clusters
  Score: Raw -267087.969327 + Penalty 2726.615797 = -264361.353530
  nChanged 38
		SP:Iteration 35Q (6872.070000 sec): 3 clusters
  Score: Raw -267108.672070 + Penalty 2726.615797 = -264382.056273
  nChanged 43
		SP:Iteration 36Q (6872.250000 sec): 3 clusters
  Score: Raw -267132.289374 + Penalty 2726.615797 = -264405.673577
  nChanged 29
		SP:Iteration 37Q (6872.400000 sec): 3 clusters
  Score: Raw -267147.881736 + Penalty 2726.615797 = -264421.265939
  nChanged 33
		SP:Iteration 38Q (6872.490000 sec): 3 clusters
  Score: Raw -267164.369627 + Penalty 2726.615797 = -264437.753830
  nChanged 23
		SP:Iteration 39Q (6872.570000 sec): 3 clusters
  Score: Raw -267173.626297 + Penalty 2726.615797 = -264447.010501
  nChanged 21
		SP:Iteration 40F (6872.650000 sec): 3 clusters
  Score: Raw -267180.379847 + Penalty 2726.615797 = -264453.764050
  nChanged 12
		SP:Iteration 41Q (6872.740000 sec): 3 clusters
  Score: Raw -267184.445552 + Penalty 2726.615797 = -264457.829755
  nChanged 9
		SP:Iteration 42Q (6872.830000 sec): 3 clusters
  Score: Raw -267186.555144 + Penalty 2726.615797 = -264459.939347
  nChanged 5
		SP:Iteration 43Q (6872.910000 sec): 3 clusters
  Score: Raw -267189.798254 + Penalty 2726.615797 = -264463.182457
  nChanged 10
		SP:Iteration 44Q (6872.990000 sec): 3 clusters
  Score: Raw -267194.328118 + Penalty 2726.615797 = -264467.712321
  nChanged 13
		SP:Iteration 45Q (6873.080000 sec): 3 clusters
  Score: Raw -267200.262733 + Penalty 2726.615797 = -264473.646937
  nChanged 8
		SP:Iteration 46Q (6873.170000 sec): 3 clusters
  Score: Raw -267203.413127 + Penalty 2726.615797 = -264476.797331
  nChanged 5
		SP:Iteration 47Q (6873.250000 sec): 3 clusters
  Score: Raw -267205.036341 + Penalty 2726.615797 = -264478.420544
  nChanged 5
		SP:Iteration 48Q (6873.330000 sec): 3 clusters
  Score: Raw -267206.339681 + Penalty 2726.615797 = -264479.723884
  nChanged 2
		SP:Iteration 49Q (6873.420000 sec): 3 clusters
  Score: Raw -267206.940559 + Penalty 2726.615797 = -264480.324762
  nChanged 1
		SP:Iteration 50Q (6873.510000 sec): 3 clusters
  Score: Raw -267207.049823 + Penalty 2726.615797 = -264480.434026
  nChanged 0
		SP:Iteration 51F (6873.590000 sec): 3 clusters
  Score: Raw -267207.049823 + Penalty 2726.615797 = -264480.434026
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 96.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (4632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6873.710000 sec): 2 clusters
  Score: Raw -370248.307384 + Penalty 1371.620903 = -368876.686481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6873.890000 sec): 3 clusters
  Score: Raw -367831.935951 + Penalty 2743.241806 = -365088.694145
  nChanged 1898
		SP:Iteration 1F (6874.070000 sec): 3 clusters
  Score: Raw -369159.918878 + Penalty 2743.241806 = -366416.677072
  nChanged 405
		SP:Iteration 2F (6874.240000 sec): 3 clusters
  Score: Raw -369492.634267 + Penalty 2743.241806 = -366749.392460
  nChanged 337
		SP:Iteration 3F (6874.420000 sec): 3 clusters
  Score: Raw -369765.881073 + Penalty 2743.241806 = -367022.639267
  nChanged 293
		SP:Iteration 4F (6874.590000 sec): 3 clusters
  Score: Raw -370013.624788 + Penalty 2743.241806 = -367270.382982
  nChanged 257
		SP:Iteration 5F (6874.770000 sec): 3 clusters
  Score: Raw -370248.548294 + Penalty 2743.241806 = -367505.306488
  nChanged 244
		SP:Iteration 6F (6874.950000 sec): 3 clusters
  Score: Raw -370452.397205 + Penalty 2743.241806 = -367709.155399
  nChanged 176
		SP:Iteration 7Q (6875.130000 sec): 3 clusters
  Score: Raw -370586.002472 + Penalty 2743.241806 = -367842.760666
  nChanged 158
		SP:Iteration 8Q (6875.330000 sec): 3 clusters
  Score: Raw -370703.308952 + Penalty 2743.241806 = -367960.067146
  nChanged 124
		SP:Iteration 9Q (6875.500000 sec): 3 clusters
  Score: Raw -370769.047191 + Penalty 2743.241806 = -368025.805385
  nChanged 72
		SP:Iteration 10Q (6875.670000 sec): 3 clusters
  Score: Raw -370796.598386 + Penalty 2743.241806 = -368053.356580
  nChanged 41
		SP:Iteration 11Q (6875.850000 sec): 3 clusters
  Score: Raw -370813.927871 + Penalty 2743.241806 = -368070.686065
  nChanged 38
		SP:Iteration 12Q (6876.030000 sec): 3 clusters
  Score: Raw -370829.940537 + Penalty 2743.241806 = -368086.698731
  nChanged 34
		SP:Iteration 13Q (6876.160000 sec): 3 clusters
  Score: Raw -370841.042756 + Penalty 2743.241806 = -368097.800950
  nChanged 24
		SP:Iteration 14Q (6876.330000 sec): 3 clusters
  Score: Raw -370848.845349 + Penalty 2743.241806 = -368105.603543
  nChanged 26
		SP:Iteration 15Q (6876.510000 sec): 3 clusters
  Score: Raw -370860.386248 + Penalty 2743.241806 = -368117.144441
  nChanged 27
		SP:Iteration 16Q (6876.690000 sec): 3 clusters
  Score: Raw -370871.482461 + Penalty 2743.241806 = -368128.240654
  nChanged 28
		SP:Iteration 17Q (6876.860000 sec): 3 clusters
  Score: Raw -370883.826154 + Penalty 2743.241806 = -368140.584347
  nChanged 33
		SP:Iteration 18Q (6877.030000 sec): 3 clusters
  Score: Raw -370901.932524 + Penalty 2743.241806 = -368158.690718
  nChanged 39
		SP:Iteration 19Q (6877.210000 sec): 3 clusters
  Score: Raw -370924.987750 + Penalty 2743.241806 = -368181.745943
  nChanged 41
		SP:Iteration 20F (6877.390000 sec): 3 clusters
  Score: Raw -370944.138352 + Penalty 2743.241806 = -368200.896546
  nChanged 27
		SP:Iteration 21Q (6877.560000 sec): 3 clusters
  Score: Raw -370954.766989 + Penalty 2743.241806 = -368211.525183
  nChanged 26
		SP:Iteration 22Q (6877.740000 sec): 3 clusters
  Score: Raw -370965.897981 + Penalty 2743.241806 = -368222.656175
  nChanged 32
		SP:Iteration 23Q (6877.910000 sec): 3 clusters
  Score: Raw -370979.118813 + Penalty 2743.241806 = -368235.877007
  nChanged 29
		SP:Iteration 24Q (6878.090000 sec): 3 clusters
  Score: Raw -370989.593541 + Penalty 2743.241806 = -368246.351735
  nChanged 20
		SP:Iteration 25Q (6878.270000 sec): 3 clusters
  Score: Raw -370995.230449 + Penalty 2743.241806 = -368251.988643
  nChanged 17
		SP:Iteration 26Q (6878.440000 sec): 3 clusters
  Score: Raw -370999.621057 + Penalty 2743.241806 = -368256.379251
  nChanged 16
		SP:Iteration 27Q (6878.620000 sec): 3 clusters
  Score: Raw -371004.201428 + Penalty 2743.241806 = -368260.959622
  nChanged 13
		SP:Iteration 28Q (6878.780000 sec): 3 clusters
  Score: Raw -371007.653998 + Penalty 2743.241806 = -368264.412192
  nChanged 9
		SP:Iteration 29Q (6878.970000 sec): 3 clusters
  Score: Raw -371010.139441 + Penalty 2743.241806 = -368266.897635
  nChanged 16
		SP:Iteration 30Q (6879.140000 sec): 3 clusters
  Score: Raw -371014.409836 + Penalty 2743.241806 = -368271.168030
  nChanged 11
		SP:Iteration 31Q (6879.320000 sec): 3 clusters
  Score: Raw -371019.195603 + Penalty 2743.241806 = -368275.953797
  nChanged 12
		SP:Iteration 32Q (6879.490000 sec): 3 clusters
  Score: Raw -371022.033581 + Penalty 2743.241806 = -368278.791775
  nChanged 10
		SP:Iteration 33Q (6879.670000 sec): 3 clusters
  Score: Raw -371025.611342 + Penalty 2743.241806 = -368282.369536
  nChanged 11
		SP:Iteration 34Q (6879.850000 sec): 3 clusters
  Score: Raw -371029.243803 + Penalty 2743.241806 = -368286.001997
  nChanged 11
		SP:Iteration 35Q (6880.020000 sec): 3 clusters
  Score: Raw -371032.527774 + Penalty 2743.241806 = -368289.285968
  nChanged 10
		SP:Iteration 36Q (6880.190000 sec): 3 clusters
  Score: Raw -371034.829193 + Penalty 2743.241806 = -368291.587386
  nChanged 13
		SP:Iteration 37Q (6880.370000 sec): 3 clusters
  Score: Raw -371037.815610 + Penalty 2743.241806 = -368294.573804
  nChanged 6
		SP:Iteration 38Q (6880.550000 sec): 3 clusters
  Score: Raw -371039.143444 + Penalty 2743.241806 = -368295.901637
  nChanged 5
		SP:Iteration 39Q (6880.770000 sec): 3 clusters
  Score: Raw -371040.366411 + Penalty 2743.241806 = -368297.124604
  nChanged 5
		SP:Iteration 40F (6880.940000 sec): 3 clusters
  Score: Raw -371042.130620 + Penalty 2743.241806 = -368298.888814
  nChanged 6
		SP:Iteration 41Q (6881.110000 sec): 3 clusters
  Score: Raw -371043.401741 + Penalty 2743.241806 = -368300.159935
  nChanged 1
		SP:Iteration 42Q (6881.290000 sec): 3 clusters
  Score: Raw -371043.522424 + Penalty 2743.241806 = -368300.280618
  nChanged 1
		SP:Iteration 43Q (6881.470000 sec): 3 clusters
  Score: Raw -371043.569359 + Penalty 2743.241806 = -368300.327553
  nChanged 1
		SP:Iteration 44Q (6881.640000 sec): 3 clusters
  Score: Raw -371044.242779 + Penalty 2743.241806 = -368301.000972
  nChanged 3
		SP:Iteration 45Q (6881.820000 sec): 3 clusters
  Score: Raw -371044.880985 + Penalty 2743.241806 = -368301.639179
  nChanged 6
		SP:Iteration 46Q (6881.990000 sec): 3 clusters
  Score: Raw -371046.152950 + Penalty 2743.241806 = -368302.911143
  nChanged 7
		SP:Iteration 47Q (6882.170000 sec): 3 clusters
  Score: Raw -371047.984265 + Penalty 2743.241806 = -368304.742459
  nChanged 7
		SP:Iteration 48Q (6882.350000 sec): 3 clusters
  Score: Raw -371049.477398 + Penalty 2743.241806 = -368306.235592
  nChanged 7
		SP:Iteration 49Q (6882.520000 sec): 3 clusters
  Score: Raw -371051.341750 + Penalty 2743.241806 = -368308.099944
  nChanged 11
		SP:Iteration 50Q (6882.700000 sec): 3 clusters
  Score: Raw -371054.373488 + Penalty 2743.241806 = -368311.131682
  nChanged 12
		SP:Iteration 51Q (6882.870000 sec): 3 clusters
  Score: Raw -371057.188174 + Penalty 2743.241806 = -368313.946367
  nChanged 10
		SP:Iteration 52Q (6883.050000 sec): 3 clusters
  Score: Raw -371059.547962 + Penalty 2743.241806 = -368316.306155
  nChanged 8
		SP:Iteration 53Q (6883.220000 sec): 3 clusters
  Score: Raw -371061.921199 + Penalty 2743.241806 = -368318.679392
  nChanged 9
		SP:Iteration 54Q (6883.400000 sec): 3 clusters
  Score: Raw -371064.725758 + Penalty 2743.241806 = -368321.483951
  nChanged 9
		SP:Iteration 55Q (6883.570000 sec): 3 clusters
  Score: Raw -371068.170490 + Penalty 2743.241806 = -368324.928684
  nChanged 9
		SP:Iteration 56Q (6883.750000 sec): 3 clusters
  Score: Raw -371070.696772 + Penalty 2743.241806 = -368327.454966
  nChanged 6
		SP:Iteration 57Q (6883.930000 sec): 3 clusters
  Score: Raw -371071.837370 + Penalty 2743.241806 = -368328.595563
  nChanged 1
		SP:Iteration 58Q (6884.100000 sec): 3 clusters
  Score: Raw -371071.937836 + Penalty 2743.241806 = -368328.696030
  nChanged 0
		SP:Iteration 59F (6884.270000 sec): 3 clusters
  Score: Raw -371071.937836 + Penalty 2743.241806 = -368328.696030
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (9066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6884.460000 sec): 2 clusters
  Score: Raw -762384.850043 + Penalty 1480.746545 = -760904.103498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6884.670000 sec): 3 clusters
  Score: Raw -757462.687225 + Penalty 2961.493090 = -754501.194134
  nChanged 3875
		SP:Iteration 1F (6884.850000 sec): 3 clusters
  Score: Raw -760066.325541 + Penalty 2961.493090 = -757104.832451
  nChanged 852
		SP:Iteration 2F (6885.020000 sec): 3 clusters
  Score: Raw -760869.243002 + Penalty 2961.493090 = -757907.749911
  nChanged 827
		SP:Iteration 3F (6885.180000 sec): 3 clusters
  Score: Raw -761676.355618 + Penalty 2961.493090 = -758714.862528
  nChanged 703
		SP:Iteration 4F (6885.390000 sec): 3 clusters
  Score: Raw -762293.989784 + Penalty 2961.493090 = -759332.496694
  nChanged 484
		SP:Iteration 5F (6885.560000 sec): 3 clusters
  Score: Raw -762681.929025 + Penalty 2961.493090 = -759720.435935
  nChanged 336
		SP:Iteration 6Q (6885.740000 sec): 3 clusters
  Score: Raw -762913.134155 + Penalty 2961.493090 = -759951.641065
  nChanged 246
		SP:Iteration 7Q (6885.920000 sec): 3 clusters
  Score: Raw -763056.110304 + Penalty 2961.493090 = -760094.617214
  nChanged 183
		SP:Iteration 8Q (6886.100000 sec): 3 clusters
  Score: Raw -763146.044451 + Penalty 2961.493090 = -760184.551360
  nChanged 132
		SP:Iteration 9Q (6886.280000 sec): 3 clusters
  Score: Raw -763210.029473 + Penalty 2961.493090 = -760248.536383
  nChanged 121
		SP:Iteration 10Q (6886.450000 sec): 3 clusters
  Score: Raw -763262.930651 + Penalty 2961.493090 = -760301.437561
  nChanged 117
		SP:Iteration 11Q (6886.630000 sec): 3 clusters
  Score: Raw -763324.704999 + Penalty 2961.493090 = -760363.211909
  nChanged 107
		SP:Iteration 12Q (6886.800000 sec): 3 clusters
  Score: Raw -763393.335774 + Penalty 2961.493090 = -760431.842684
  nChanged 136
		SP:Iteration 13Q (6886.980000 sec): 3 clusters
  Score: Raw -763479.625807 + Penalty 2961.493090 = -760518.132717
  nChanged 136
		SP:Iteration 14Q (6887.160000 sec): 3 clusters
  Score: Raw -763556.201296 + Penalty 2961.493090 = -760594.708206
  nChanged 118
		SP:Iteration 15Q (6887.340000 sec): 3 clusters
  Score: Raw -763616.044360 + Penalty 2961.493090 = -760654.551270
  nChanged 110
		SP:Iteration 16Q (6887.520000 sec): 3 clusters
  Score: Raw -763668.456504 + Penalty 2961.493090 = -760706.963414
  nChanged 92
		SP:Iteration 17Q (6887.690000 sec): 3 clusters
  Score: Raw -763701.864026 + Penalty 2961.493090 = -760740.370935
  nChanged 73
		SP:Iteration 18Q (6887.870000 sec): 3 clusters
  Score: Raw -763728.506116 + Penalty 2961.493090 = -760767.013026
  nChanged 68
		SP:Iteration 19Q (6888.050000 sec): 3 clusters
  Score: Raw -763750.648369 + Penalty 2961.493090 = -760789.155279
  nChanged 39
		SP:Iteration 20F (6888.220000 sec): 3 clusters
  Score: Raw -763762.883175 + Penalty 2961.493090 = -760801.390085
  nChanged 33
		SP:Iteration 21Q (6888.400000 sec): 3 clusters
  Score: Raw -763770.574985 + Penalty 2961.493090 = -760809.081895
  nChanged 28
		SP:Iteration 22Q (6888.580000 sec): 3 clusters
  Score: Raw -763777.941944 + Penalty 2961.493090 = -760816.448854
  nChanged 25
		SP:Iteration 23Q (6888.750000 sec): 3 clusters
  Score: Raw -763785.088617 + Penalty 2961.493090 = -760823.595527
  nChanged 28
		SP:Iteration 24Q (6888.930000 sec): 3 clusters
  Score: Raw -763790.369928 + Penalty 2961.493090 = -760828.876838
  nChanged 14
		SP:Iteration 25Q (6889.120000 sec): 3 clusters
  Score: Raw -763793.006377 + Penalty 2961.493090 = -760831.513287
  nChanged 13
		SP:Iteration 26Q (6889.310000 sec): 3 clusters
  Score: Raw -763795.215137 + Penalty 2961.493090 = -760833.722046
  nChanged 9
		SP:Iteration 27Q (6889.500000 sec): 3 clusters
  Score: Raw -763797.095731 + Penalty 2961.493090 = -760835.602641
  nChanged 10
		SP:Iteration 28Q (6889.690000 sec): 3 clusters
  Score: Raw -763801.005959 + Penalty 2961.493090 = -760839.512869
  nChanged 14
		SP:Iteration 29Q (6889.880000 sec): 3 clusters
  Score: Raw -763808.505398 + Penalty 2961.493090 = -760847.012308
  nChanged 21
		SP:Iteration 30Q (6890.080000 sec): 3 clusters
  Score: Raw -763814.281305 + Penalty 2961.493090 = -760852.788215
  nChanged 23
		SP:Iteration 31Q (6890.270000 sec): 3 clusters
  Score: Raw -763819.473765 + Penalty 2961.493090 = -760857.980675
  nChanged 14
		SP:Iteration 32Q (6890.460000 sec): 3 clusters
  Score: Raw -763824.163599 + Penalty 2961.493090 = -760862.670509
  nChanged 15
		SP:Iteration 33Q (6890.650000 sec): 3 clusters
  Score: Raw -763830.032258 + Penalty 2961.493090 = -760868.539168
  nChanged 21
		SP:Iteration 34Q (6890.840000 sec): 3 clusters
  Score: Raw -763836.552365 + Penalty 2961.493090 = -760875.059274
  nChanged 14
		SP:Iteration 35Q (6891.030000 sec): 3 clusters
  Score: Raw -763842.135096 + Penalty 2961.493090 = -760880.642006
  nChanged 16
		SP:Iteration 36Q (6891.220000 sec): 3 clusters
  Score: Raw -763849.499459 + Penalty 2961.493090 = -760888.006368
  nChanged 23
		SP:Iteration 37Q (6891.410000 sec): 3 clusters
  Score: Raw -763861.528333 + Penalty 2961.493090 = -760900.035243
  nChanged 23
		SP:Iteration 38Q (6891.600000 sec): 3 clusters
  Score: Raw -763873.250079 + Penalty 2961.493090 = -760911.756989
  nChanged 26
		SP:Iteration 39Q (6891.790000 sec): 3 clusters
  Score: Raw -763882.264238 + Penalty 2961.493090 = -760920.771148
  nChanged 20
		SP:Iteration 40F (6891.980000 sec): 3 clusters
  Score: Raw -763887.656407 + Penalty 2961.493090 = -760926.163317
  nChanged 16
		SP:Iteration 41Q (6892.210000 sec): 3 clusters
  Score: Raw -763891.643945 + Penalty 2961.493090 = -760930.150855
  nChanged 8
		SP:Iteration 42Q (6892.400000 sec): 3 clusters
  Score: Raw -763893.457050 + Penalty 2961.493090 = -760931.963960
  nChanged 7
		SP:Iteration 43Q (6892.590000 sec): 3 clusters
  Score: Raw -763895.318759 + Penalty 2961.493090 = -760933.825669
  nChanged 6
		SP:Iteration 44Q (6892.790000 sec): 3 clusters
  Score: Raw -763897.645541 + Penalty 2961.493090 = -760936.152450
  nChanged 11
		SP:Iteration 45Q (6892.970000 sec): 3 clusters
  Score: Raw -763902.495910 + Penalty 2961.493090 = -760941.002819
  nChanged 15
		SP:Iteration 46Q (6893.160000 sec): 3 clusters
  Score: Raw -763907.665932 + Penalty 2961.493090 = -760946.172842
  nChanged 24
		SP:Iteration 47Q (6893.360000 sec): 3 clusters
  Score: Raw -763916.630272 + Penalty 2961.493090 = -760955.137181
  nChanged 22
		SP:Iteration 48Q (6893.540000 sec): 3 clusters
  Score: Raw -763923.725558 + Penalty 2961.493090 = -760962.232468
  nChanged 18
		SP:Iteration 49Q (6893.730000 sec): 3 clusters
  Score: Raw -763929.157011 + Penalty 2961.493090 = -760967.663921
  nChanged 20
		SP:Iteration 50Q (6893.930000 sec): 3 clusters
  Score: Raw -763933.473144 + Penalty 2961.493090 = -760971.980054
  nChanged 13
		SP:Iteration 51Q (6894.110000 sec): 3 clusters
  Score: Raw -763937.318899 + Penalty 2961.493090 = -760975.825808
  nChanged 10
		SP:Iteration 52Q (6894.300000 sec): 3 clusters
  Score: Raw -763939.481486 + Penalty 2961.493090 = -760977.988396
  nChanged 9
		SP:Iteration 53Q (6894.490000 sec): 3 clusters
  Score: Raw -763941.306132 + Penalty 2961.493090 = -760979.813042
  nChanged 8
		SP:Iteration 54Q (6894.680000 sec): 3 clusters
  Score: Raw -763943.495727 + Penalty 2961.493090 = -760982.002637
  nChanged 8
		SP:Iteration 55Q (6894.870000 sec): 3 clusters
  Score: Raw -763945.862004 + Penalty 2961.493090 = -760984.368914
  nChanged 7
		SP:Iteration 56Q (6895.070000 sec): 3 clusters
  Score: Raw -763947.641226 + Penalty 2961.493090 = -760986.148136
  nChanged 10
		SP:Iteration 57Q (6895.260000 sec): 3 clusters
  Score: Raw -763950.231586 + Penalty 2961.493090 = -760988.738496
  nChanged 4
		SP:Iteration 58Q (6895.450000 sec): 3 clusters
  Score: Raw -763951.505480 + Penalty 2961.493090 = -760990.012390
  nChanged 7
		SP:Iteration 59Q (6895.640000 sec): 3 clusters
  Score: Raw -763952.758808 + Penalty 2961.493090 = -760991.265717
  nChanged 3
		SP:Iteration 60F (6895.870000 sec): 3 clusters
  Score: Raw -763953.158289 + Penalty 2961.493090 = -760991.665198
  nChanged 3
		SP:Iteration 61Q (6896.060000 sec): 3 clusters
  Score: Raw -763953.429077 + Penalty 2961.493090 = -760991.935987
  nChanged 4
		SP:Iteration 62Q (6896.250000 sec): 3 clusters
  Score: Raw -763954.062270 + Penalty 2961.493090 = -760992.569180
  nChanged 2
		SP:Iteration 63Q (6896.440000 sec): 3 clusters
  Score: Raw -763954.267814 + Penalty 2961.493090 = -760992.774724
  nChanged 3
		SP:Iteration 64Q (6896.670000 sec): 3 clusters
  Score: Raw -763954.572747 + Penalty 2961.493090 = -760993.079656
  nChanged 1
		SP:Iteration 65Q (6896.870000 sec): 3 clusters
  Score: Raw -763954.683411 + Penalty 2961.493090 = -760993.190321
  nChanged 0
		SP:Iteration 66F (6897.060000 sec): 3 clusters
  Score: Raw -763954.683411 + Penalty 2961.493090 = -760993.190321
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 97.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (5555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6897.160000 sec): 2 clusters
  Score: Raw -473449.473043 + Penalty 1401.148727 = -472048.324316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6897.380000 sec): 3 clusters
  Score: Raw -470544.058931 + Penalty 2802.297453 = -467741.761478
  nChanged 2295
		SP:Iteration 1F (6897.550000 sec): 3 clusters
  Score: Raw -471803.399606 + Penalty 2802.297453 = -469001.102153
  nChanged 455
		SP:Iteration 2F (6897.770000 sec): 3 clusters
  Score: Raw -472093.833290 + Penalty 2802.297453 = -469291.535837
  nChanged 365
		SP:Iteration 3F (6897.940000 sec): 3 clusters
  Score: Raw -472380.200676 + Penalty 2802.297453 = -469577.903223
  nChanged 341
		SP:Iteration 4F (6898.110000 sec): 3 clusters
  Score: Raw -472646.939843 + Penalty 2802.297453 = -469844.642390
  nChanged 296
		SP:Iteration 5F (6898.280000 sec): 3 clusters
  Score: Raw -472842.508033 + Penalty 2802.297453 = -470040.210580
  nChanged 242
		SP:Iteration 6Q (6898.450000 sec): 3 clusters
  Score: Raw -473011.359197 + Penalty 2802.297453 = -470209.061744
  nChanged 216
		SP:Iteration 7Q (6898.620000 sec): 3 clusters
  Score: Raw -473175.263807 + Penalty 2802.297453 = -470372.966353
  nChanged 180
		SP:Iteration 8Q (6898.790000 sec): 3 clusters
  Score: Raw -473300.862509 + Penalty 2802.297453 = -470498.565056
  nChanged 170
		SP:Iteration 9Q (6898.990000 sec): 3 clusters
  Score: Raw -473407.070772 + Penalty 2802.297453 = -470604.773319
  nChanged 160
		SP:Iteration 10Q (6899.150000 sec): 3 clusters
  Score: Raw -473502.087319 + Penalty 2802.297453 = -470699.789866
  nChanged 133
		SP:Iteration 11Q (6899.330000 sec): 3 clusters
  Score: Raw -473579.543455 + Penalty 2802.297453 = -470777.246002
  nChanged 128
		SP:Iteration 12Q (6899.510000 sec): 3 clusters
  Score: Raw -473660.873089 + Penalty 2802.297453 = -470858.575636
  nChanged 127
		SP:Iteration 13Q (6899.630000 sec): 3 clusters
  Score: Raw -473743.020823 + Penalty 2802.297453 = -470940.723370
  nChanged 126
		SP:Iteration 14Q (6899.810000 sec): 3 clusters
  Score: Raw -473812.171266 + Penalty 2802.297453 = -471009.873813
  nChanged 103
		SP:Iteration 15Q (6899.980000 sec): 3 clusters
  Score: Raw -473869.653053 + Penalty 2802.297453 = -471067.355600
  nChanged 95
		SP:Iteration 16Q (6900.170000 sec): 3 clusters
  Score: Raw -473918.725583 + Penalty 2802.297453 = -471116.428130
  nChanged 100
		SP:Iteration 17Q (6900.370000 sec): 3 clusters
  Score: Raw -473977.542288 + Penalty 2802.297453 = -471175.244835
  nChanged 90
		SP:Iteration 18Q (6900.540000 sec): 3 clusters
  Score: Raw -474039.504742 + Penalty 2802.297453 = -471237.207289
  nChanged 97
		SP:Iteration 19Q (6900.680000 sec): 3 clusters
  Score: Raw -474100.586416 + Penalty 2802.297453 = -471298.288963
  nChanged 99
		SP:Iteration 20F (6900.780000 sec): 3 clusters
  Score: Raw -474166.285344 + Penalty 2802.297453 = -471363.987891
  nChanged 107
		SP:Iteration 21Q (6900.970000 sec): 3 clusters
  Score: Raw -474221.255904 + Penalty 2802.297453 = -471418.958451
  nChanged 65
		SP:Iteration 22Q (6901.190000 sec): 3 clusters
  Score: Raw -474255.096188 + Penalty 2802.297453 = -471452.798735
  nChanged 63
		SP:Iteration 23Q (6901.370000 sec): 3 clusters
  Score: Raw -474296.610520 + Penalty 2802.297453 = -471494.313066
  nChanged 70
		SP:Iteration 24Q (6901.500000 sec): 3 clusters
  Score: Raw -474343.895272 + Penalty 2802.297453 = -471541.597819
  nChanged 84
		SP:Iteration 25Q (6901.720000 sec): 3 clusters
  Score: Raw -474400.020200 + Penalty 2802.297453 = -471597.722746
  nChanged 82
		SP:Iteration 26Q (6901.890000 sec): 3 clusters
  Score: Raw -474443.550385 + Penalty 2802.297453 = -471641.252932
  nChanged 57
		SP:Iteration 27Q (6902.060000 sec): 3 clusters
  Score: Raw -474474.969884 + Penalty 2802.297453 = -471672.672431
  nChanged 52
		SP:Iteration 28Q (6902.230000 sec): 3 clusters
  Score: Raw -474501.213716 + Penalty 2802.297453 = -471698.916263
  nChanged 46
		SP:Iteration 29Q (6902.330000 sec): 3 clusters
  Score: Raw -474525.027359 + Penalty 2802.297453 = -471722.729906
  nChanged 30
		SP:Iteration 30Q (6902.530000 sec): 3 clusters
  Score: Raw -474541.086061 + Penalty 2802.297453 = -471738.788608
  nChanged 30
		SP:Iteration 31Q (6902.710000 sec): 3 clusters
  Score: Raw -474553.892702 + Penalty 2802.297453 = -471751.595248
  nChanged 21
		SP:Iteration 32Q (6902.880000 sec): 3 clusters
  Score: Raw -474559.508434 + Penalty 2802.297453 = -471757.210981
  nChanged 14
		SP:Iteration 33Q (6903.050000 sec): 3 clusters
  Score: Raw -474564.758588 + Penalty 2802.297453 = -471762.461135
  nChanged 14
		SP:Iteration 34Q (6903.220000 sec): 3 clusters
  Score: Raw -474569.034764 + Penalty 2802.297453 = -471766.737311
  nChanged 10
		SP:Iteration 35Q (6903.390000 sec): 3 clusters
  Score: Raw -474572.551080 + Penalty 2802.297453 = -471770.253627
  nChanged 11
		SP:Iteration 36Q (6903.560000 sec): 3 clusters
  Score: Raw -474577.587606 + Penalty 2802.297453 = -471775.290153
  nChanged 15
		SP:Iteration 37Q (6903.730000 sec): 3 clusters
  Score: Raw -474584.063877 + Penalty 2802.297453 = -471781.766424
  nChanged 13
		SP:Iteration 38Q (6903.910000 sec): 3 clusters
  Score: Raw -474590.260842 + Penalty 2802.297453 = -471787.963389
  nChanged 14
		SP:Iteration 39Q (6904.080000 sec): 3 clusters
  Score: Raw -474595.893371 + Penalty 2802.297453 = -471793.595918
  nChanged 14
		SP:Iteration 40F (6904.250000 sec): 3 clusters
  Score: Raw -474601.314966 + Penalty 2802.297453 = -471799.017513
  nChanged 14
		SP:Iteration 41Q (6904.420000 sec): 3 clusters
  Score: Raw -474608.311532 + Penalty 2802.297453 = -471806.014079
  nChanged 15
		SP:Iteration 42Q (6904.560000 sec): 3 clusters
  Score: Raw -474613.919062 + Penalty 2802.297453 = -471811.621609
  nChanged 16
		SP:Iteration 43Q (6904.770000 sec): 3 clusters
  Score: Raw -474619.015613 + Penalty 2802.297453 = -471816.718160
  nChanged 12
		SP:Iteration 44Q (6904.990000 sec): 3 clusters
  Score: Raw -474622.059814 + Penalty 2802.297453 = -471819.762361
  nChanged 10
		SP:Iteration 45Q (6905.160000 sec): 3 clusters
  Score: Raw -474625.878526 + Penalty 2802.297453 = -471823.581073
  nChanged 14
		SP:Iteration 46Q (6905.340000 sec): 3 clusters
  Score: Raw -474633.083509 + Penalty 2802.297453 = -471830.786056
  nChanged 16
		SP:Iteration 47Q (6905.480000 sec): 3 clusters
  Score: Raw -474637.999155 + Penalty 2802.297453 = -471835.701701
  nChanged 11
		SP:Iteration 48Q (6905.650000 sec): 3 clusters
  Score: Raw -474641.524527 + Penalty 2802.297453 = -471839.227074
  nChanged 10
		SP:Iteration 49Q (6905.820000 sec): 3 clusters
  Score: Raw -474647.322128 + Penalty 2802.297453 = -471845.024675
  nChanged 9
		SP:Iteration 50Q (6905.990000 sec): 3 clusters
  Score: Raw -474651.915801 + Penalty 2802.297453 = -471849.618348
  nChanged 13
		SP:Iteration 51Q (6906.160000 sec): 3 clusters
  Score: Raw -474659.577228 + Penalty 2802.297453 = -471857.279775
  nChanged 8
		SP:Iteration 52Q (6906.330000 sec): 3 clusters
  Score: Raw -474665.338840 + Penalty 2802.297453 = -471863.041387
  nChanged 13
		SP:Iteration 53Q (6906.510000 sec): 3 clusters
  Score: Raw -474674.464377 + Penalty 2802.297453 = -471872.166923
  nChanged 12
		SP:Iteration 54Q (6906.670000 sec): 3 clusters
  Score: Raw -474679.303270 + Penalty 2802.297453 = -471877.005817
  nChanged 9
		SP:Iteration 55Q (6906.850000 sec): 3 clusters
  Score: Raw -474682.571167 + Penalty 2802.297453 = -471880.273714
  nChanged 13
		SP:Iteration 56Q (6907.020000 sec): 3 clusters
  Score: Raw -474688.263375 + Penalty 2802.297453 = -471885.965922
  nChanged 12
		SP:Iteration 57Q (6907.190000 sec): 3 clusters
  Score: Raw -474694.509567 + Penalty 2802.297453 = -471892.212114
  nChanged 15
		SP:Iteration 58Q (6907.360000 sec): 3 clusters
  Score: Raw -474702.351798 + Penalty 2802.297453 = -471900.054345
  nChanged 12
		SP:Iteration 59Q (6907.530000 sec): 3 clusters
  Score: Raw -474710.959675 + Penalty 2802.297453 = -471908.662221
  nChanged 16
		SP:Iteration 60F (6907.700000 sec): 3 clusters
  Score: Raw -474719.534783 + Penalty 2802.297453 = -471917.237330
  nChanged 10
		SP:Iteration 61Q (6907.870000 sec): 3 clusters
  Score: Raw -474723.814666 + Penalty 2802.297453 = -471921.517213
  nChanged 9
		SP:Iteration 62Q (6907.970000 sec): 3 clusters
  Score: Raw -474727.324173 + Penalty 2802.297453 = -471925.026719
  nChanged 6
		SP:Iteration 63Q (6908.130000 sec): 3 clusters
  Score: Raw -474730.454483 + Penalty 2802.297453 = -471928.157030
  nChanged 11
		SP:Iteration 64Q (6908.300000 sec): 3 clusters
  Score: Raw -474736.273179 + Penalty 2802.297453 = -471933.975726
  nChanged 10
		SP:Iteration 65Q (6908.470000 sec): 3 clusters
  Score: Raw -474739.608834 + Penalty 2802.297453 = -471937.311381
  nChanged 7
		SP:Iteration 66Q (6908.650000 sec): 3 clusters
  Score: Raw -474743.491130 + Penalty 2802.297453 = -471941.193677
  nChanged 9
		SP:Iteration 67Q (6908.820000 sec): 3 clusters
  Score: Raw -474749.573462 + Penalty 2802.297453 = -471947.276009
  nChanged 10
		SP:Iteration 68Q (6908.990000 sec): 3 clusters
  Score: Raw -474755.157108 + Penalty 2802.297453 = -471952.859655
  nChanged 11
		SP:Iteration 69Q (6909.160000 sec): 3 clusters
  Score: Raw -474762.436984 + Penalty 2802.297453 = -471960.139531
  nChanged 12
		SP:Iteration 70Q (6909.330000 sec): 3 clusters
  Score: Raw -474768.846528 + Penalty 2802.297453 = -471966.549075
  nChanged 14
		SP:Iteration 71Q (6909.500000 sec): 3 clusters
  Score: Raw -474776.685466 + Penalty 2802.297453 = -471974.388013
  nChanged 10
		SP:Iteration 72Q (6909.670000 sec): 3 clusters
  Score: Raw -474785.158815 + Penalty 2802.297453 = -471982.861362
  nChanged 9
		SP:Iteration 73Q (6909.850000 sec): 3 clusters
  Score: Raw -474793.082300 + Penalty 2802.297453 = -471990.784846
  nChanged 9
		SP:Iteration 74Q (6910.020000 sec): 3 clusters
  Score: Raw -474799.071254 + Penalty 2802.297453 = -471996.773801
  nChanged 12
		SP:Iteration 75Q (6910.190000 sec): 3 clusters
  Score: Raw -474810.218782 + Penalty 2802.297453 = -472007.921329
  nChanged 16
		SP:Iteration 76Q (6910.360000 sec): 3 clusters
  Score: Raw -474830.796211 + Penalty 2802.297453 = -472028.498757
  nChanged 27
		SP:Iteration 77Q (6910.530000 sec): 3 clusters
  Score: Raw -474871.225244 + Penalty 2802.297453 = -472068.927791
  nChanged 22
		SP:Iteration 78Q (6910.700000 sec): 3 clusters
  Score: Raw -474900.731996 + Penalty 2802.297453 = -472098.434543
  nChanged 18
		SP:Iteration 79Q (6910.870000 sec): 3 clusters
  Score: Raw -474924.545529 + Penalty 2802.297453 = -472122.248076
  nChanged 17
		SP:Iteration 80F (6911.080000 sec): 3 clusters
  Score: Raw -474935.771620 + Penalty 2802.297453 = -472133.474167
  nChanged 10
		SP:Iteration 81Q (6911.270000 sec): 3 clusters
  Score: Raw -474939.746504 + Penalty 2802.297453 = -472137.449050
  nChanged 2
		SP:Iteration 82Q (6911.470000 sec): 3 clusters
  Score: Raw -474940.674951 + Penalty 2802.297453 = -472138.377497
  nChanged 2
		SP:Iteration 83Q (6911.630000 sec): 3 clusters
  Score: Raw -474941.864941 + Penalty 2802.297453 = -472139.567488
  nChanged 2
		SP:Iteration 84Q (6911.780000 sec): 3 clusters
  Score: Raw -474943.012788 + Penalty 2802.297453 = -472140.715335
  nChanged 1
		SP:Iteration 85Q (6911.940000 sec): 3 clusters
  Score: Raw -474943.451841 + Penalty 2802.297453 = -472141.154388
  nChanged 0
		SP:Iteration 86F (6912.090000 sec): 3 clusters
  Score: Raw -474943.451841 + Penalty 2802.297453 = -472141.154388
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 98.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (8582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6912.200000 sec): 2 clusters
  Score: Raw -743705.234384 + Penalty 1471.831118 = -742233.403266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6912.400000 sec): 3 clusters
  Score: Raw -738893.343728 + Penalty 2943.662236 = -735949.681491
  nChanged 3758
		SP:Iteration 1F (6912.610000 sec): 3 clusters
  Score: Raw -740948.538364 + Penalty 2943.662236 = -738004.876128
  nChanged 618
		SP:Iteration 2F (6912.880000 sec): 3 clusters
  Score: Raw -741344.924136 + Penalty 2943.662236 = -738401.261900
  nChanged 591
		SP:Iteration 3F (6913.060000 sec): 3 clusters
  Score: Raw -741748.249672 + Penalty 2943.662236 = -738804.587435
  nChanged 599
		SP:Iteration 4F (6913.240000 sec): 3 clusters
  Score: Raw -742242.200093 + Penalty 2943.662236 = -739298.537857
  nChanged 599
		SP:Iteration 5F (6913.420000 sec): 3 clusters
  Score: Raw -742792.494147 + Penalty 2943.662236 = -739848.831911
  nChanged 597
		SP:Iteration 6F (6913.600000 sec): 3 clusters
  Score: Raw -743400.034869 + Penalty 2943.662236 = -740456.372633
  nChanged 573
		SP:Iteration 7F (6913.860000 sec): 3 clusters
  Score: Raw -743901.187739 + Penalty 2943.662236 = -740957.525503
  nChanged 404
		SP:Iteration 8Q (6914.070000 sec): 3 clusters
  Score: Raw -744249.714787 + Penalty 2943.662236 = -741306.052550
  nChanged 341
		SP:Iteration 9Q (6914.250000 sec): 3 clusters
  Score: Raw -744602.336803 + Penalty 2943.662236 = -741658.674567
  nChanged 312
		SP:Iteration 10Q (6914.430000 sec): 3 clusters
  Score: Raw -744963.275660 + Penalty 2943.662236 = -742019.613424
  nChanged 263
		SP:Iteration 11Q (6914.650000 sec): 3 clusters
  Score: Raw -745224.117224 + Penalty 2943.662236 = -742280.454987
  nChanged 189
		SP:Iteration 12Q (6914.850000 sec): 3 clusters
  Score: Raw -745333.876959 + Penalty 2943.662236 = -742390.214723
  nChanged 129
		SP:Iteration 13Q (6915.080000 sec): 3 clusters
  Score: Raw -745389.343601 + Penalty 2943.662236 = -742445.681365
  nChanged 100
		SP:Iteration 14Q (6915.270000 sec): 3 clusters
  Score: Raw -745441.271297 + Penalty 2943.662236 = -742497.609060
  nChanged 89
		SP:Iteration 15Q (6915.470000 sec): 3 clusters
  Score: Raw -745474.499105 + Penalty 2943.662236 = -742530.836868
  nChanged 66
		SP:Iteration 16Q (6915.660000 sec): 3 clusters
  Score: Raw -745502.643351 + Penalty 2943.662236 = -742558.981115
  nChanged 61
		SP:Iteration 17Q (6915.850000 sec): 3 clusters
  Score: Raw -745525.974312 + Penalty 2943.662236 = -742582.312076
  nChanged 64
		SP:Iteration 18Q (6916.050000 sec): 3 clusters
  Score: Raw -745552.461267 + Penalty 2943.662236 = -742608.799031
  nChanged 52
		SP:Iteration 19Q (6916.240000 sec): 3 clusters
  Score: Raw -745571.216336 + Penalty 2943.662236 = -742627.554100
  nChanged 47
		SP:Iteration 20F (6916.470000 sec): 3 clusters
  Score: Raw -745586.764311 + Penalty 2943.662236 = -742643.102075
  nChanged 46
		SP:Iteration 21Q (6916.710000 sec): 3 clusters
  Score: Raw -745602.738283 + Penalty 2943.662236 = -742659.076047
  nChanged 37
		SP:Iteration 22Q (6916.950000 sec): 3 clusters
  Score: Raw -745614.885907 + Penalty 2943.662236 = -742671.223671
  nChanged 38
		SP:Iteration 23Q (6917.140000 sec): 3 clusters
  Score: Raw -745628.898623 + Penalty 2943.662236 = -742685.236386
  nChanged 36
		SP:Iteration 24Q (6917.330000 sec): 3 clusters
  Score: Raw -745642.752372 + Penalty 2943.662236 = -742699.090135
  nChanged 42
		SP:Iteration 25Q (6917.530000 sec): 3 clusters
  Score: Raw -745659.169363 + Penalty 2943.662236 = -742715.507127
  nChanged 40
		SP:Iteration 26Q (6917.720000 sec): 3 clusters
  Score: Raw -745680.415958 + Penalty 2943.662236 = -742736.753722
  nChanged 48
		SP:Iteration 27Q (6917.910000 sec): 3 clusters
  Score: Raw -745705.526491 + Penalty 2943.662236 = -742761.864254
  nChanged 49
		SP:Iteration 28Q (6918.110000 sec): 3 clusters
  Score: Raw -745735.482473 + Penalty 2943.662236 = -742791.820237
  nChanged 59
		SP:Iteration 29Q (6918.300000 sec): 3 clusters
  Score: Raw -745777.614029 + Penalty 2943.662236 = -742833.951793
  nChanged 61
		SP:Iteration 30Q (6918.500000 sec): 3 clusters
  Score: Raw -745813.606270 + Penalty 2943.662236 = -742869.944034
  nChanged 63
		SP:Iteration 31Q (6918.690000 sec): 3 clusters
  Score: Raw -745845.311618 + Penalty 2943.662236 = -742901.649382
  nChanged 59
		SP:Iteration 32Q (6918.930000 sec): 3 clusters
  Score: Raw -745871.857283 + Penalty 2943.662236 = -742928.195047
  nChanged 56
		SP:Iteration 33Q (6919.120000 sec): 3 clusters
  Score: Raw -745893.677848 + Penalty 2943.662236 = -742950.015611
  nChanged 45
		SP:Iteration 34Q (6919.310000 sec): 3 clusters
  Score: Raw -745905.956962 + Penalty 2943.662236 = -742962.294725
  nChanged 28
		SP:Iteration 35Q (6919.510000 sec): 3 clusters
  Score: Raw -745913.329753 + Penalty 2943.662236 = -742969.667517
  nChanged 27
		SP:Iteration 36Q (6919.690000 sec): 3 clusters
  Score: Raw -745919.744390 + Penalty 2943.662236 = -742976.082153
  nChanged 20
		SP:Iteration 37Q (6919.890000 sec): 3 clusters
  Score: Raw -745925.534187 + Penalty 2943.662236 = -742981.871951
  nChanged 14
		SP:Iteration 38Q (6920.080000 sec): 3 clusters
  Score: Raw -745928.125812 + Penalty 2943.662236 = -742984.463576
  nChanged 8
		SP:Iteration 39Q (6920.320000 sec): 3 clusters
  Score: Raw -745929.251321 + Penalty 2943.662236 = -742985.589085
  nChanged 4
		SP:Iteration 40F (6920.600000 sec): 3 clusters
  Score: Raw -745929.592386 + Penalty 2943.662236 = -742985.930150
  nChanged 1
		SP:Iteration 41Q (6920.740000 sec): 3 clusters
  Score: Raw -745929.737726 + Penalty 2943.662236 = -742986.075490
  nChanged 1
		SP:Iteration 42Q (6920.940000 sec): 3 clusters
  Score: Raw -745929.988457 + Penalty 2943.662236 = -742986.326221
  nChanged 2
		SP:Iteration 43Q (6921.130000 sec): 3 clusters
  Score: Raw -745930.256129 + Penalty 2943.662236 = -742986.593893
  nChanged 0
		SP:Iteration 44F (6921.320000 sec): 3 clusters
  Score: Raw -745930.256129 + Penalty 2943.662236 = -742986.593893
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (11662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6921.480000 sec): 2 clusters
  Score: Raw -962244.438873 + Penalty 1521.664783 = -960722.774090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6921.750000 sec): 3 clusters
  Score: Raw -955536.019183 + Penalty 3043.329566 = -952492.689617
  nChanged 5064
		SP:Iteration 1F (6921.920000 sec): 3 clusters
  Score: Raw -958995.972945 + Penalty 3043.329566 = -955952.643379
  nChanged 1167
		SP:Iteration 2F (6922.140000 sec): 3 clusters
  Score: Raw -960520.938593 + Penalty 3043.329566 = -957477.609027
  nChanged 1232
		SP:Iteration 3F (6922.360000 sec): 3 clusters
  Score: Raw -961906.017229 + Penalty 3043.329566 = -958862.687663
  nChanged 1020
		SP:Iteration 4F (6922.620000 sec): 3 clusters
  Score: Raw -962726.103089 + Penalty 3043.329566 = -959682.773523
  nChanged 703
		SP:Iteration 5F (6922.920000 sec): 3 clusters
  Score: Raw -963174.489636 + Penalty 3043.329566 = -960131.160070
  nChanged 496
		SP:Iteration 6Q (6923.140000 sec): 3 clusters
  Score: Raw -963427.132004 + Penalty 3043.329566 = -960383.802438
  nChanged 336
		SP:Iteration 7Q (6923.440000 sec): 3 clusters
  Score: Raw -963578.376868 + Penalty 3043.329566 = -960535.047302
  nChanged 248
		SP:Iteration 8Q (6923.660000 sec): 3 clusters
  Score: Raw -963664.626652 + Penalty 3043.329566 = -960621.297087
  nChanged 171
		SP:Iteration 9Q (6923.910000 sec): 3 clusters
  Score: Raw -963713.905474 + Penalty 3043.329566 = -960670.575909
  nChanged 147
		SP:Iteration 10Q (6924.210000 sec): 3 clusters
  Score: Raw -963755.450701 + Penalty 3043.329566 = -960712.121135
  nChanged 132
		SP:Iteration 11Q (6924.380000 sec): 3 clusters
  Score: Raw -963794.885826 + Penalty 3043.329566 = -960751.556260
  nChanged 140
		SP:Iteration 12Q (6924.640000 sec): 3 clusters
  Score: Raw -963847.393580 + Penalty 3043.329566 = -960804.064014
  nChanged 158
		SP:Iteration 13Q (6924.890000 sec): 3 clusters
  Score: Raw -963925.485423 + Penalty 3043.329566 = -960882.155858
  nChanged 177
		SP:Iteration 14Q (6925.190000 sec): 3 clusters
  Score: Raw -964023.438962 + Penalty 3043.329566 = -960980.109397
  nChanged 207
		SP:Iteration 15Q (6925.460000 sec): 3 clusters
  Score: Raw -964158.559055 + Penalty 3043.329566 = -961115.229489
  nChanged 216
		SP:Iteration 16Q (6925.760000 sec): 3 clusters
  Score: Raw -964288.427570 + Penalty 3043.329566 = -961245.098004
  nChanged 194
		SP:Iteration 17Q (6925.940000 sec): 3 clusters
  Score: Raw -964379.833997 + Penalty 3043.329566 = -961336.504431
  nChanged 159
		SP:Iteration 18Q (6926.190000 sec): 3 clusters
  Score: Raw -964439.778987 + Penalty 3043.329566 = -961396.449421
  nChanged 114
		SP:Iteration 19Q (6926.450000 sec): 3 clusters
  Score: Raw -964473.764721 + Penalty 3043.329566 = -961430.435155
  nChanged 87
		SP:Iteration 20F (6926.660000 sec): 3 clusters
  Score: Raw -964497.321343 + Penalty 3043.329566 = -961453.991778
  nChanged 76
		SP:Iteration 21Q (6926.870000 sec): 3 clusters
  Score: Raw -964511.349079 + Penalty 3043.329566 = -961468.019513
  nChanged 55
		SP:Iteration 22Q (6927.080000 sec): 3 clusters
  Score: Raw -964522.025812 + Penalty 3043.329566 = -961478.696246
  nChanged 43
		SP:Iteration 23Q (6927.290000 sec): 3 clusters
  Score: Raw -964530.552973 + Penalty 3043.329566 = -961487.223407
  nChanged 42
		SP:Iteration 24Q (6927.550000 sec): 3 clusters
  Score: Raw -964539.470799 + Penalty 3043.329566 = -961496.141233
  nChanged 48
		SP:Iteration 25Q (6927.850000 sec): 3 clusters
  Score: Raw -964547.364076 + Penalty 3043.329566 = -961504.034511
  nChanged 31
		SP:Iteration 26Q (6928.020000 sec): 3 clusters
  Score: Raw -964553.686319 + Penalty 3043.329566 = -961510.356753
  nChanged 29
		SP:Iteration 27Q (6928.240000 sec): 3 clusters
  Score: Raw -964560.391555 + Penalty 3043.329566 = -961517.061990
  nChanged 33
		SP:Iteration 28Q (6928.500000 sec): 3 clusters
  Score: Raw -964567.516891 + Penalty 3043.329566 = -961524.187325
  nChanged 48
		SP:Iteration 29Q (6928.750000 sec): 3 clusters
  Score: Raw -964577.037956 + Penalty 3043.329566 = -961533.708390
  nChanged 34
		SP:Iteration 30Q (6929.010000 sec): 3 clusters
  Score: Raw -964582.248279 + Penalty 3043.329566 = -961538.918713
  nChanged 23
		SP:Iteration 31Q (6929.270000 sec): 3 clusters
  Score: Raw -964585.287622 + Penalty 3043.329566 = -961541.958057
  nChanged 17
		SP:Iteration 32Q (6929.520000 sec): 3 clusters
  Score: Raw -964587.898643 + Penalty 3043.329566 = -961544.569078
  nChanged 17
		SP:Iteration 33Q (6929.770000 sec): 3 clusters
  Score: Raw -964589.889844 + Penalty 3043.329566 = -961546.560278
  nChanged 14
		SP:Iteration 34Q (6930.020000 sec): 3 clusters
  Score: Raw -964591.639731 + Penalty 3043.329566 = -961548.310166
  nChanged 13
		SP:Iteration 35Q (6930.270000 sec): 3 clusters
  Score: Raw -964593.941284 + Penalty 3043.329566 = -961550.611719
  nChanged 12
		SP:Iteration 36Q (6930.530000 sec): 3 clusters
  Score: Raw -964595.694533 + Penalty 3043.329566 = -961552.364967
  nChanged 12
		SP:Iteration 37Q (6930.830000 sec): 3 clusters
  Score: Raw -964597.504515 + Penalty 3043.329566 = -961554.174949
  nChanged 14
		SP:Iteration 38Q (6931.050000 sec): 3 clusters
  Score: Raw -964598.909119 + Penalty 3043.329566 = -961555.579553
  nChanged 10
		SP:Iteration 39Q (6931.300000 sec): 3 clusters
  Score: Raw -964600.058371 + Penalty 3043.329566 = -961556.728806
  nChanged 8
		SP:Iteration 40F (6931.550000 sec): 3 clusters
  Score: Raw -964600.726766 + Penalty 3043.329566 = -961557.397200
  nChanged 4
		SP:Iteration 41Q (6931.810000 sec): 3 clusters
  Score: Raw -964601.025464 + Penalty 3043.329566 = -961557.695898
  nChanged 4
		SP:Iteration 42Q (6932.060000 sec): 3 clusters
  Score: Raw -964601.173003 + Penalty 3043.329566 = -961557.843437
  nChanged 0
		SP:Iteration 43F (6932.310000 sec): 3 clusters
  Score: Raw -964601.173003 + Penalty 3043.329566 = -961557.843437
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 100.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (4036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6932.410000 sec): 2 clusters
  Score: Raw -298532.553418 + Penalty 1349.239024 = -297183.314394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6932.580000 sec): 3 clusters
  Score: Raw -296513.561161 + Penalty 2698.478049 = -293815.083112
  nChanged 1609
		SP:Iteration 1F (6932.720000 sec): 3 clusters
  Score: Raw -297562.873536 + Penalty 2698.478049 = -294864.395487
  nChanged 419
		SP:Iteration 2F (6932.890000 sec): 3 clusters
  Score: Raw -298010.828084 + Penalty 2698.478049 = -295312.350035
  nChanged 359
		SP:Iteration 3F (6933.070000 sec): 3 clusters
  Score: Raw -298413.382591 + Penalty 2698.478049 = -295714.904543
  nChanged 290
		SP:Iteration 4F (6933.240000 sec): 3 clusters
  Score: Raw -298672.233854 + Penalty 2698.478049 = -295973.755805
  nChanged 188
		SP:Iteration 5Q (6933.420000 sec): 3 clusters
  Score: Raw -298836.416897 + Penalty 2698.478049 = -296137.938848
  nChanged 163
		SP:Iteration 6Q (6933.600000 sec): 3 clusters
  Score: Raw -298947.067175 + Penalty 2698.478049 = -296248.589126
  nChanged 113
		SP:Iteration 7Q (6933.770000 sec): 3 clusters
  Score: Raw -299018.992851 + Penalty 2698.478049 = -296320.514802
  nChanged 82
		SP:Iteration 8Q (6933.950000 sec): 3 clusters
  Score: Raw -299067.129771 + Penalty 2698.478049 = -296368.651722
  nChanged 69
		SP:Iteration 9Q (6934.120000 sec): 3 clusters
  Score: Raw -299101.254715 + Penalty 2698.478049 = -296402.776666
  nChanged 52
		SP:Iteration 10Q (6934.300000 sec): 3 clusters
  Score: Raw -299124.724188 + Penalty 2698.478049 = -296426.246139
  nChanged 51
		SP:Iteration 11Q (6934.480000 sec): 3 clusters
  Score: Raw -299147.195231 + Penalty 2698.478049 = -296448.717182
  nChanged 46
		SP:Iteration 12Q (6934.650000 sec): 3 clusters
  Score: Raw -299163.878903 + Penalty 2698.478049 = -296465.400854
  nChanged 30
		SP:Iteration 13Q (6934.830000 sec): 3 clusters
  Score: Raw -299174.780411 + Penalty 2698.478049 = -296476.302362
  nChanged 35
		SP:Iteration 14Q (6935.000000 sec): 3 clusters
  Score: Raw -299190.195952 + Penalty 2698.478049 = -296491.717903
  nChanged 36
		SP:Iteration 15Q (6935.180000 sec): 3 clusters
  Score: Raw -299205.577445 + Penalty 2698.478049 = -296507.099396
  nChanged 36
		SP:Iteration 16Q (6935.350000 sec): 3 clusters
  Score: Raw -299218.433248 + Penalty 2698.478049 = -296519.955199
  nChanged 37
		SP:Iteration 17Q (6935.530000 sec): 3 clusters
  Score: Raw -299232.726854 + Penalty 2698.478049 = -296534.248805
  nChanged 32
		SP:Iteration 18Q (6935.700000 sec): 3 clusters
  Score: Raw -299243.664699 + Penalty 2698.478049 = -296545.186650
  nChanged 28
		SP:Iteration 19Q (6935.880000 sec): 3 clusters
  Score: Raw -299253.459416 + Penalty 2698.478049 = -296554.981367
  nChanged 25
		SP:Iteration 20F (6936.060000 sec): 3 clusters
  Score: Raw -299263.313379 + Penalty 2698.478049 = -296564.835330
  nChanged 20
		SP:Iteration 21Q (6936.230000 sec): 3 clusters
  Score: Raw -299270.353672 + Penalty 2698.478049 = -296571.875623
  nChanged 18
		SP:Iteration 22Q (6936.410000 sec): 3 clusters
  Score: Raw -299276.804931 + Penalty 2698.478049 = -296578.326882
  nChanged 17
		SP:Iteration 23Q (6936.580000 sec): 3 clusters
  Score: Raw -299281.162474 + Penalty 2698.478049 = -296582.684425
  nChanged 13
		SP:Iteration 24Q (6936.760000 sec): 3 clusters
  Score: Raw -299284.935048 + Penalty 2698.478049 = -296586.456999
  nChanged 18
		SP:Iteration 25Q (6936.940000 sec): 3 clusters
  Score: Raw -299293.938461 + Penalty 2698.478049 = -296595.460412
  nChanged 15
		SP:Iteration 26Q (6937.110000 sec): 3 clusters
  Score: Raw -299298.766628 + Penalty 2698.478049 = -296600.288579
  nChanged 15
		SP:Iteration 27Q (6937.290000 sec): 3 clusters
  Score: Raw -299303.867064 + Penalty 2698.478049 = -296605.389015
  nChanged 18
		SP:Iteration 28Q (6937.460000 sec): 3 clusters
  Score: Raw -299313.619576 + Penalty 2698.478049 = -296615.141527
  nChanged 26
		SP:Iteration 29Q (6937.640000 sec): 3 clusters
  Score: Raw -299325.686544 + Penalty 2698.478049 = -296627.208495
  nChanged 33
		SP:Iteration 30Q (6937.820000 sec): 3 clusters
  Score: Raw -299339.509768 + Penalty 2698.478049 = -296641.031719
  nChanged 21
		SP:Iteration 31Q (6937.990000 sec): 3 clusters
  Score: Raw -299350.726386 + Penalty 2698.478049 = -296652.248337
  nChanged 27
		SP:Iteration 32Q (6938.170000 sec): 3 clusters
  Score: Raw -299362.020035 + Penalty 2698.478049 = -296663.541986
  nChanged 33
		SP:Iteration 33Q (6938.340000 sec): 3 clusters
  Score: Raw -299375.298650 + Penalty 2698.478049 = -296676.820602
  nChanged 25
		SP:Iteration 34Q (6938.520000 sec): 3 clusters
  Score: Raw -299388.385479 + Penalty 2698.478049 = -296689.907430
  nChanged 27
		SP:Iteration 35Q (6938.700000 sec): 3 clusters
  Score: Raw -299400.151945 + Penalty 2698.478049 = -296701.673896
  nChanged 17
		SP:Iteration 36Q (6938.870000 sec): 3 clusters
  Score: Raw -299406.451436 + Penalty 2698.478049 = -296707.973387
  nChanged 17
		SP:Iteration 37Q (6939.050000 sec): 3 clusters
  Score: Raw -299417.506422 + Penalty 2698.478049 = -296719.028373
  nChanged 25
		SP:Iteration 38Q (6939.210000 sec): 3 clusters
  Score: Raw -299427.526801 + Penalty 2698.478049 = -296729.048752
  nChanged 15
		SP:Iteration 39Q (6939.400000 sec): 3 clusters
  Score: Raw -299435.270827 + Penalty 2698.478049 = -296736.792778
  nChanged 20
		SP:Iteration 40F (6939.580000 sec): 3 clusters
  Score: Raw -299442.513032 + Penalty 2698.478049 = -296744.034983
  nChanged 18
		SP:Iteration 41Q (6939.750000 sec): 3 clusters
  Score: Raw -299448.386138 + Penalty 2698.478049 = -296749.908089
  nChanged 21
		SP:Iteration 42Q (6939.930000 sec): 3 clusters
  Score: Raw -299458.344024 + Penalty 2698.478049 = -296759.865975
  nChanged 20
		SP:Iteration 43Q (6940.100000 sec): 3 clusters
  Score: Raw -299467.825555 + Penalty 2698.478049 = -296769.347506
  nChanged 24
		SP:Iteration 44Q (6940.280000 sec): 3 clusters
  Score: Raw -299482.174430 + Penalty 2698.478049 = -296783.696381
  nChanged 13
		SP:Iteration 45Q (6940.450000 sec): 3 clusters
  Score: Raw -299488.540540 + Penalty 2698.478049 = -296790.062491
  nChanged 20
		SP:Iteration 46Q (6940.630000 sec): 3 clusters
  Score: Raw -299495.569217 + Penalty 2698.478049 = -296797.091168
  nChanged 15
		SP:Iteration 47Q (6940.800000 sec): 3 clusters
  Score: Raw -299504.419198 + Penalty 2698.478049 = -296805.941149
  nChanged 21
		SP:Iteration 48Q (6940.980000 sec): 3 clusters
  Score: Raw -299516.036537 + Penalty 2698.478049 = -296817.558488
  nChanged 28
		SP:Iteration 49Q (6941.160000 sec): 3 clusters
  Score: Raw -299530.800401 + Penalty 2698.478049 = -296832.322352
  nChanged 25
		SP:Iteration 50Q (6941.330000 sec): 3 clusters
  Score: Raw -299546.468580 + Penalty 2698.478049 = -296847.990531
  nChanged 23
		SP:Iteration 51Q (6941.510000 sec): 3 clusters
  Score: Raw -299560.747606 + Penalty 2698.478049 = -296862.269557
  nChanged 23
		SP:Iteration 52Q (6941.680000 sec): 3 clusters
  Score: Raw -299571.383817 + Penalty 2698.478049 = -296872.905768
  nChanged 15
		SP:Iteration 53Q (6941.860000 sec): 3 clusters
  Score: Raw -299578.245277 + Penalty 2698.478049 = -296879.767228
  nChanged 16
		SP:Iteration 54Q (6942.040000 sec): 3 clusters
  Score: Raw -299583.387605 + Penalty 2698.478049 = -296884.909556
  nChanged 11
		SP:Iteration 55Q (6942.210000 sec): 3 clusters
  Score: Raw -299590.567255 + Penalty 2698.478049 = -296892.089206
  nChanged 18
		SP:Iteration 56Q (6942.390000 sec): 3 clusters
  Score: Raw -299601.120953 + Penalty 2698.478049 = -296902.642904
  nChanged 24
		SP:Iteration 57Q (6942.560000 sec): 3 clusters
  Score: Raw -299612.178083 + Penalty 2698.478049 = -296913.700034
  nChanged 22
		SP:Iteration 58Q (6942.740000 sec): 3 clusters
  Score: Raw -299622.203070 + Penalty 2698.478049 = -296923.725021
  nChanged 19
		SP:Iteration 59Q (6942.940000 sec): 3 clusters
  Score: Raw -299633.129771 + Penalty 2698.478049 = -296934.651722
  nChanged 22
		SP:Iteration 60F (6943.090000 sec): 3 clusters
  Score: Raw -299648.095236 + Penalty 2698.478049 = -296949.617187
  nChanged 22
		SP:Iteration 61Q (6943.270000 sec): 3 clusters
  Score: Raw -299659.960305 + Penalty 2698.478049 = -296961.482256
  nChanged 21
		SP:Iteration 62Q (6943.440000 sec): 3 clusters
  Score: Raw -299667.798099 + Penalty 2698.478049 = -296969.320050
  nChanged 11
		SP:Iteration 63Q (6943.670000 sec): 3 clusters
  Score: Raw -299673.154240 + Penalty 2698.478049 = -296974.676191
  nChanged 20
		SP:Iteration 64Q (6943.800000 sec): 3 clusters
  Score: Raw -299684.907710 + Penalty 2698.478049 = -296986.429661
  nChanged 18
		SP:Iteration 65Q (6943.970000 sec): 3 clusters
  Score: Raw -299695.728299 + Penalty 2698.478049 = -296997.250250
  nChanged 14
		SP:Iteration 66Q (6944.150000 sec): 3 clusters
  Score: Raw -299702.764443 + Penalty 2698.478049 = -297004.286394
  nChanged 15
		SP:Iteration 67Q (6944.320000 sec): 3 clusters
  Score: Raw -299710.498903 + Penalty 2698.478049 = -297012.020854
  nChanged 16
		SP:Iteration 68Q (6944.500000 sec): 3 clusters
  Score: Raw -299714.448527 + Penalty 2698.478049 = -297015.970478
  nChanged 7
		SP:Iteration 69Q (6944.680000 sec): 3 clusters
  Score: Raw -299716.082026 + Penalty 2698.478049 = -297017.603977
  nChanged 5
		SP:Iteration 70Q (6944.850000 sec): 3 clusters
  Score: Raw -299717.902754 + Penalty 2698.478049 = -297019.424705
  nChanged 5
		SP:Iteration 71Q (6945.030000 sec): 3 clusters
  Score: Raw -299718.886919 + Penalty 2698.478049 = -297020.408870
  nChanged 2
		SP:Iteration 72Q (6945.200000 sec): 3 clusters
  Score: Raw -299719.372571 + Penalty 2698.478049 = -297020.894522
  nChanged 1
		SP:Iteration 73Q (6945.380000 sec): 3 clusters
  Score: Raw -299719.745048 + Penalty 2698.478049 = -297021.266999
  nChanged 0
		SP:Iteration 74F (6945.560000 sec): 3 clusters
  Score: Raw -299719.745048 + Penalty 2698.478049 = -297021.266999
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (8110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6945.660000 sec): 2 clusters
  Score: Raw -659157.275269 + Penalty 1462.638636 = -657694.636633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6945.870000 sec): 3 clusters
  Score: Raw -654656.051381 + Penalty 2925.277273 = -651730.774108
  nChanged 3415
		SP:Iteration 1F (6946.070000 sec): 3 clusters
  Score: Raw -656902.925015 + Penalty 2925.277273 = -653977.647742
  nChanged 750
		SP:Iteration 2F (6946.260000 sec): 3 clusters
  Score: Raw -657540.316016 + Penalty 2925.277273 = -654615.038744
  nChanged 672
		SP:Iteration 3F (6946.460000 sec): 3 clusters
  Score: Raw -658152.706107 + Penalty 2925.277273 = -655227.428834
  nChanged 634
		SP:Iteration 4F (6946.660000 sec): 3 clusters
  Score: Raw -658785.371536 + Penalty 2925.277273 = -655860.094263
  nChanged 566
		SP:Iteration 5F (6946.860000 sec): 3 clusters
  Score: Raw -659344.706920 + Penalty 2925.277273 = -656419.429647
  nChanged 509
		SP:Iteration 6F (6947.040000 sec): 3 clusters
  Score: Raw -659727.347547 + Penalty 2925.277273 = -656802.070275
  nChanged 342
		SP:Iteration 7Q (6947.240000 sec): 3 clusters
  Score: Raw -659941.255684 + Penalty 2925.277273 = -657015.978411
  nChanged 247
		SP:Iteration 8Q (6947.440000 sec): 3 clusters
  Score: Raw -660057.495153 + Penalty 2925.277273 = -657132.217880
  nChanged 157
		SP:Iteration 9Q (6947.640000 sec): 3 clusters
  Score: Raw -660119.637761 + Penalty 2925.277273 = -657194.360488
  nChanged 90
		SP:Iteration 10Q (6947.840000 sec): 3 clusters
  Score: Raw -660142.412524 + Penalty 2925.277273 = -657217.135251
  nChanged 65
		SP:Iteration 11Q (6948.030000 sec): 3 clusters
  Score: Raw -660158.767823 + Penalty 2925.277273 = -657233.490550
  nChanged 51
		SP:Iteration 12Q (6948.230000 sec): 3 clusters
  Score: Raw -660171.038523 + Penalty 2925.277273 = -657245.761250
  nChanged 35
		SP:Iteration 13Q (6948.420000 sec): 3 clusters
  Score: Raw -660177.687656 + Penalty 2925.277273 = -657252.410383
  nChanged 26
		SP:Iteration 14Q (6948.620000 sec): 3 clusters
  Score: Raw -660183.337834 + Penalty 2925.277273 = -657258.060561
  nChanged 20
		SP:Iteration 15Q (6948.820000 sec): 3 clusters
  Score: Raw -660186.630731 + Penalty 2925.277273 = -657261.353458
  nChanged 19
		SP:Iteration 16Q (6949.010000 sec): 3 clusters
  Score: Raw -660190.319930 + Penalty 2925.277273 = -657265.042657
  nChanged 14
		SP:Iteration 17Q (6949.200000 sec): 3 clusters
  Score: Raw -660193.239386 + Penalty 2925.277273 = -657267.962113
  nChanged 14
		SP:Iteration 18Q (6949.440000 sec): 3 clusters
  Score: Raw -660195.518373 + Penalty 2925.277273 = -657270.241100
  nChanged 14
		SP:Iteration 19Q (6949.630000 sec): 3 clusters
  Score: Raw -660197.777573 + Penalty 2925.277273 = -657272.500300
  nChanged 9
		SP:Iteration 20F (6949.860000 sec): 3 clusters
  Score: Raw -660199.238655 + Penalty 2925.277273 = -657273.961382
  nChanged 7
		SP:Iteration 21Q (6950.050000 sec): 3 clusters
  Score: Raw -660200.987327 + Penalty 2925.277273 = -657275.710054
  nChanged 8
		SP:Iteration 22Q (6950.250000 sec): 3 clusters
  Score: Raw -660202.612809 + Penalty 2925.277273 = -657277.335537
  nChanged 9
		SP:Iteration 23Q (6950.450000 sec): 3 clusters
  Score: Raw -660204.402280 + Penalty 2925.277273 = -657279.125008
  nChanged 11
		SP:Iteration 24Q (6950.640000 sec): 3 clusters
  Score: Raw -660205.492763 + Penalty 2925.277273 = -657280.215491
  nChanged 5
		SP:Iteration 25Q (6950.840000 sec): 3 clusters
  Score: Raw -660206.427438 + Penalty 2925.277273 = -657281.150165
  nChanged 5
		SP:Iteration 26Q (6951.030000 sec): 3 clusters
  Score: Raw -660207.043811 + Penalty 2925.277273 = -657281.766539
  nChanged 6
		SP:Iteration 27Q (6951.230000 sec): 3 clusters
  Score: Raw -660208.261927 + Penalty 2925.277273 = -657282.984654
  nChanged 4
		SP:Iteration 28Q (6951.430000 sec): 3 clusters
  Score: Raw -660208.794561 + Penalty 2925.277273 = -657283.517288
  nChanged 3
		SP:Iteration 29Q (6951.630000 sec): 3 clusters
  Score: Raw -660209.119933 + Penalty 2925.277273 = -657283.842660
  nChanged 3
		SP:Iteration 30Q (6951.830000 sec): 3 clusters
  Score: Raw -660209.514025 + Penalty 2925.277273 = -657284.236752
  nChanged 7
		SP:Iteration 31Q (6952.020000 sec): 3 clusters
  Score: Raw -660210.064921 + Penalty 2925.277273 = -657284.787648
  nChanged 1
		SP:Iteration 32Q (6952.220000 sec): 3 clusters
  Score: Raw -660210.123183 + Penalty 2925.277273 = -657284.845910
  nChanged 0
		SP:Iteration 33F (6952.410000 sec): 3 clusters
  Score: Raw -660210.123183 + Penalty 2925.277273 = -657284.845910
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6952.590000 sec): 2 clusters
  Score: Raw -999418.359657 + Penalty 1505.396087 = -997912.963570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6952.880000 sec): 3 clusters
  Score: Raw -993467.942413 + Penalty 3010.792174 = -990457.150239
  nChanged 4550
		SP:Iteration 1F (6953.070000 sec): 3 clusters
  Score: Raw -996245.243627 + Penalty 3010.792174 = -993234.451453
  nChanged 879
		SP:Iteration 2F (6953.330000 sec): 3 clusters
  Score: Raw -996823.037604 + Penalty 3010.792174 = -993812.245430
  nChanged 796
		SP:Iteration 3F (6953.600000 sec): 3 clusters
  Score: Raw -997350.690348 + Penalty 3010.792174 = -994339.898173
  nChanged 724
		SP:Iteration 4F (6953.860000 sec): 3 clusters
  Score: Raw -997795.040759 + Penalty 3010.792174 = -994784.248584
  nChanged 573
		SP:Iteration 5F (6954.130000 sec): 3 clusters
  Score: Raw -998100.234449 + Penalty 3010.792174 = -995089.442275
  nChanged 445
		SP:Iteration 6Q (6954.390000 sec): 3 clusters
  Score: Raw -998315.846011 + Penalty 3010.792174 = -995305.053837
  nChanged 366
		SP:Iteration 7Q (6954.610000 sec): 3 clusters
  Score: Raw -998477.433543 + Penalty 3010.792174 = -995466.641369
  nChanged 316
		SP:Iteration 8Q (6954.760000 sec): 3 clusters
  Score: Raw -998635.206305 + Penalty 3010.792174 = -995624.414131
  nChanged 268
		SP:Iteration 9Q (6955.070000 sec): 3 clusters
  Score: Raw -998768.113156 + Penalty 3010.792174 = -995757.320982
  nChanged 249
		SP:Iteration 10Q (6955.260000 sec): 3 clusters
  Score: Raw -998891.297285 + Penalty 3010.792174 = -995880.505111
  nChanged 224
		SP:Iteration 11Q (6955.570000 sec): 3 clusters
  Score: Raw -999003.088612 + Penalty 3010.792174 = -995992.296438
  nChanged 184
		SP:Iteration 12Q (6955.810000 sec): 3 clusters
  Score: Raw -999080.636607 + Penalty 3010.792174 = -996069.844433
  nChanged 150
		SP:Iteration 13Q (6956.080000 sec): 3 clusters
  Score: Raw -999139.552066 + Penalty 3010.792174 = -996128.759891
  nChanged 140
		SP:Iteration 14Q (6956.350000 sec): 3 clusters
  Score: Raw -999196.373693 + Penalty 3010.792174 = -996185.581519
  nChanged 113
		SP:Iteration 15Q (6956.610000 sec): 3 clusters
  Score: Raw -999246.568149 + Penalty 3010.792174 = -996235.775975
  nChanged 109
		SP:Iteration 16Q (6956.880000 sec): 3 clusters
  Score: Raw -999300.121981 + Penalty 3010.792174 = -996289.329806
  nChanged 111
		SP:Iteration 17Q (6957.150000 sec): 3 clusters
  Score: Raw -999355.739205 + Penalty 3010.792174 = -996344.947031
  nChanged 86
		SP:Iteration 18Q (6957.410000 sec): 3 clusters
  Score: Raw -999399.289478 + Penalty 3010.792174 = -996388.497303
  nChanged 101
		SP:Iteration 19Q (6957.680000 sec): 3 clusters
  Score: Raw -999454.463573 + Penalty 3010.792174 = -996443.671399
  nChanged 75
		SP:Iteration 20F (6957.950000 sec): 3 clusters
  Score: Raw -999491.232004 + Penalty 3010.792174 = -996480.439829
  nChanged 63
		SP:Iteration 21Q (6958.220000 sec): 3 clusters
  Score: Raw -999520.113715 + Penalty 3010.792174 = -996509.321541
  nChanged 55
		SP:Iteration 22Q (6958.490000 sec): 3 clusters
  Score: Raw -999548.251905 + Penalty 3010.792174 = -996537.459731
  nChanged 53
		SP:Iteration 23Q (6958.750000 sec): 3 clusters
  Score: Raw -999584.759266 + Penalty 3010.792174 = -996573.967092
  nChanged 58
		SP:Iteration 24Q (6958.970000 sec): 3 clusters
  Score: Raw -999621.066951 + Penalty 3010.792174 = -996610.274777
  nChanged 37
		SP:Iteration 25Q (6959.200000 sec): 3 clusters
  Score: Raw -999639.620031 + Penalty 3010.792174 = -996628.827856
  nChanged 30
		SP:Iteration 26Q (6959.420000 sec): 3 clusters
  Score: Raw -999659.219734 + Penalty 3010.792174 = -996648.427560
  nChanged 32
		SP:Iteration 27Q (6959.640000 sec): 3 clusters
  Score: Raw -999674.406021 + Penalty 3010.792174 = -996663.613847
  nChanged 21
		SP:Iteration 28Q (6959.910000 sec): 3 clusters
  Score: Raw -999683.608403 + Penalty 3010.792174 = -996672.816229
  nChanged 25
		SP:Iteration 29Q (6960.140000 sec): 3 clusters
  Score: Raw -999694.361822 + Penalty 3010.792174 = -996683.569647
  nChanged 19
		SP:Iteration 30Q (6960.370000 sec): 3 clusters
  Score: Raw -999700.922750 + Penalty 3010.792174 = -996690.130575
  nChanged 13
		SP:Iteration 31Q (6960.520000 sec): 3 clusters
  Score: Raw -999706.690930 + Penalty 3010.792174 = -996695.898756
  nChanged 14
		SP:Iteration 32Q (6960.780000 sec): 3 clusters
  Score: Raw -999714.497559 + Penalty 3010.792174 = -996703.705385
  nChanged 13
		SP:Iteration 33Q (6961.050000 sec): 3 clusters
  Score: Raw -999719.860149 + Penalty 3010.792174 = -996709.067975
  nChanged 11
		SP:Iteration 34Q (6961.310000 sec): 3 clusters
  Score: Raw -999723.869300 + Penalty 3010.792174 = -996713.077125
  nChanged 11
		SP:Iteration 35Q (6961.570000 sec): 3 clusters
  Score: Raw -999730.888516 + Penalty 3010.792174 = -996720.096341
  nChanged 12
		SP:Iteration 36Q (6961.840000 sec): 3 clusters
  Score: Raw -999735.677150 + Penalty 3010.792174 = -996724.884976
  nChanged 7
		SP:Iteration 37Q (6962.110000 sec): 3 clusters
  Score: Raw -999739.042860 + Penalty 3010.792174 = -996728.250685
  nChanged 6
		SP:Iteration 38Q (6962.370000 sec): 3 clusters
  Score: Raw -999741.874775 + Penalty 3010.792174 = -996731.082601
  nChanged 7
		SP:Iteration 39Q (6962.630000 sec): 3 clusters
  Score: Raw -999746.266692 + Penalty 3010.792174 = -996735.474518
  nChanged 8
		SP:Iteration 40F (6962.900000 sec): 3 clusters
  Score: Raw -999749.153552 + Penalty 3010.792174 = -996738.361378
  nChanged 10
		SP:Iteration 41Q (6963.120000 sec): 3 clusters
  Score: Raw -999753.242609 + Penalty 3010.792174 = -996742.450435
  nChanged 7
		SP:Iteration 42Q (6963.340000 sec): 3 clusters
  Score: Raw -999757.337303 + Penalty 3010.792174 = -996746.545129
  nChanged 4
		SP:Iteration 43Q (6963.560000 sec): 3 clusters
  Score: Raw -999758.870508 + Penalty 3010.792174 = -996748.078334
  nChanged 3
		SP:Iteration 44Q (6963.790000 sec): 3 clusters
  Score: Raw -999759.947135 + Penalty 3010.792174 = -996749.154960
  nChanged 2
		SP:Iteration 45Q (6964.010000 sec): 3 clusters
  Score: Raw -999760.738553 + Penalty 3010.792174 = -996749.946379
  nChanged 6
		SP:Iteration 46Q (6964.230000 sec): 3 clusters
  Score: Raw -999763.801953 + Penalty 3010.792174 = -996753.009779
  nChanged 4
		SP:Iteration 47Q (6964.450000 sec): 3 clusters
  Score: Raw -999765.637130 + Penalty 3010.792174 = -996754.844955
  nChanged 3
		SP:Iteration 48Q (6964.670000 sec): 3 clusters
  Score: Raw -999767.175331 + Penalty 3010.792174 = -996756.383157
  nChanged 7
		SP:Iteration 49Q (6964.890000 sec): 3 clusters
  Score: Raw -999770.464378 + Penalty 3010.792174 = -996759.672203
  nChanged 7
		SP:Iteration 50Q (6965.110000 sec): 3 clusters
  Score: Raw -999775.674460 + Penalty 3010.792174 = -996764.882285
  nChanged 9
		SP:Iteration 51Q (6965.330000 sec): 3 clusters
  Score: Raw -999781.921071 + Penalty 3010.792174 = -996771.128897
  nChanged 15
		SP:Iteration 52Q (6965.550000 sec): 3 clusters
  Score: Raw -999794.070500 + Penalty 3010.792174 = -996783.278326
  nChanged 23
		SP:Iteration 53Q (6965.770000 sec): 3 clusters
  Score: Raw -999811.167490 + Penalty 3010.792174 = -996800.375316
  nChanged 13
		SP:Iteration 54Q (6965.990000 sec): 3 clusters
  Score: Raw -999819.669953 + Penalty 3010.792174 = -996808.877779
  nChanged 10
		SP:Iteration 55Q (6966.210000 sec): 3 clusters
  Score: Raw -999825.882315 + Penalty 3010.792174 = -996815.090140
  nChanged 9
		SP:Iteration 56Q (6966.350000 sec): 3 clusters
  Score: Raw -999829.309746 + Penalty 3010.792174 = -996818.517572
  nChanged 5
		SP:Iteration 57Q (6966.580000 sec): 3 clusters
  Score: Raw -999831.052468 + Penalty 3010.792174 = -996820.260294
  nChanged 3
		SP:Iteration 58Q (6966.800000 sec): 3 clusters
  Score: Raw -999833.790676 + Penalty 3010.792174 = -996822.998502
  nChanged 4
		SP:Iteration 59Q (6967.020000 sec): 3 clusters
  Score: Raw -999836.671411 + Penalty 3010.792174 = -996825.879236
  nChanged 5
		SP:Iteration 60F (6967.170000 sec): 3 clusters
  Score: Raw -999839.533341 + Penalty 3010.792174 = -996828.741167
  nChanged 6
		SP:Iteration 61Q (6967.330000 sec): 3 clusters
  Score: Raw -999842.956219 + Penalty 3010.792174 = -996832.164044
  nChanged 4
		SP:Iteration 62Q (6967.530000 sec): 3 clusters
  Score: Raw -999844.996674 + Penalty 3010.792174 = -996834.204500
  nChanged 4
		SP:Iteration 63Q (6967.760000 sec): 3 clusters
  Score: Raw -999847.018094 + Penalty 3010.792174 = -996836.225920
  nChanged 2
		SP:Iteration 64Q (6968.070000 sec): 3 clusters
  Score: Raw -999848.129008 + Penalty 3010.792174 = -996837.336833
  nChanged 3
		SP:Iteration 65Q (6968.250000 sec): 3 clusters
  Score: Raw -999849.556177 + Penalty 3010.792174 = -996838.764002
  nChanged 2
		SP:Iteration 66Q (6968.470000 sec): 3 clusters
  Score: Raw -999850.025819 + Penalty 3010.792174 = -996839.233644
  nChanged 2
		SP:Iteration 67Q (6968.620000 sec): 3 clusters
  Score: Raw -999851.239628 + Penalty 3010.792174 = -996840.447454
  nChanged 3
		SP:Iteration 68Q (6968.770000 sec): 3 clusters
  Score: Raw -999852.709020 + Penalty 3010.792174 = -996841.916846
  nChanged 2
		SP:Iteration 69Q (6968.940000 sec): 3 clusters
  Score: Raw -999853.444511 + Penalty 3010.792174 = -996842.652336
  nChanged 2
		SP:Iteration 70Q (6969.150000 sec): 3 clusters
  Score: Raw -999854.192988 + Penalty 3010.792174 = -996843.400814
  nChanged 1
		SP:Iteration 71Q (6969.380000 sec): 3 clusters
  Score: Raw -999854.768533 + Penalty 3010.792174 = -996843.976358
  nChanged 0
		SP:Iteration 72F (6969.540000 sec): 3 clusters
  Score: Raw -999854.768533 + Penalty 3010.792174 = -996843.976358
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (15289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6969.690000 sec): 2 clusters
  Score: Raw -1331514.891210 + Penalty 1565.669445 = -1329949.221764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6970.010000 sec): 3 clusters
  Score: Raw -1322493.116045 + Penalty 3131.338891 = -1319361.777154
  nChanged 6899
		SP:Iteration 1F (6970.320000 sec): 3 clusters
  Score: Raw -1326892.172736 + Penalty 3131.338891 = -1323760.833845
  nChanged 1319
		SP:Iteration 2F (6970.590000 sec): 3 clusters
  Score: Raw -1327991.767087 + Penalty 3131.338891 = -1324860.428197
  nChanged 1308
		SP:Iteration 3F (6970.900000 sec): 3 clusters
  Score: Raw -1329082.181528 + Penalty 3131.338891 = -1325950.842637
  nChanged 1082
		SP:Iteration 4F (6971.220000 sec): 3 clusters
  Score: Raw -1329860.634704 + Penalty 3131.338891 = -1326729.295813
  nChanged 881
		SP:Iteration 5F (6971.530000 sec): 3 clusters
  Score: Raw -1330397.997422 + Penalty 3131.338891 = -1327266.658532
  nChanged 734
		SP:Iteration 6Q (6971.850000 sec): 3 clusters
  Score: Raw -1330802.389920 + Penalty 3131.338891 = -1327671.051030
  nChanged 568
		SP:Iteration 7Q (6972.160000 sec): 3 clusters
  Score: Raw -1331094.963628 + Penalty 3131.338891 = -1327963.624738
  nChanged 472
		SP:Iteration 8Q (6972.470000 sec): 3 clusters
  Score: Raw -1331313.888427 + Penalty 3131.338891 = -1328182.549536
  nChanged 382
		SP:Iteration 9Q (6972.740000 sec): 3 clusters
  Score: Raw -1331479.816729 + Penalty 3131.338891 = -1328348.477839
  nChanged 322
		SP:Iteration 10Q (6973.010000 sec): 3 clusters
  Score: Raw -1331595.297896 + Penalty 3131.338891 = -1328463.959006
  nChanged 257
		SP:Iteration 11Q (6973.320000 sec): 3 clusters
  Score: Raw -1331679.504040 + Penalty 3131.338891 = -1328548.165149
  nChanged 213
		SP:Iteration 12Q (6973.630000 sec): 3 clusters
  Score: Raw -1331741.634226 + Penalty 3131.338891 = -1328610.295336
  nChanged 180
		SP:Iteration 13Q (6973.940000 sec): 3 clusters
  Score: Raw -1331789.985381 + Penalty 3131.338891 = -1328658.646490
  nChanged 157
		SP:Iteration 14Q (6974.290000 sec): 3 clusters
  Score: Raw -1331829.606589 + Penalty 3131.338891 = -1328698.267698
  nChanged 145
		SP:Iteration 15Q (6974.550000 sec): 3 clusters
  Score: Raw -1331858.103946 + Penalty 3131.338891 = -1328726.765055
  nChanged 117
		SP:Iteration 16Q (6974.830000 sec): 3 clusters
  Score: Raw -1331879.930943 + Penalty 3131.338891 = -1328748.592052
  nChanged 89
		SP:Iteration 17Q (6975.130000 sec): 3 clusters
  Score: Raw -1331891.989881 + Penalty 3131.338891 = -1328760.650990
  nChanged 68
		SP:Iteration 18Q (6975.440000 sec): 3 clusters
  Score: Raw -1331904.333837 + Penalty 3131.338891 = -1328772.994946
  nChanged 67
		SP:Iteration 19Q (6975.740000 sec): 3 clusters
  Score: Raw -1331916.356925 + Penalty 3131.338891 = -1328785.018034
  nChanged 62
		SP:Iteration 20F (6976.050000 sec): 3 clusters
  Score: Raw -1331924.984828 + Penalty 3131.338891 = -1328793.645937
  nChanged 51
		SP:Iteration 21Q (6976.350000 sec): 3 clusters
  Score: Raw -1331932.837567 + Penalty 3131.338891 = -1328801.498676
  nChanged 59
		SP:Iteration 22Q (6976.660000 sec): 3 clusters
  Score: Raw -1331943.256979 + Penalty 3131.338891 = -1328811.918088
  nChanged 51
		SP:Iteration 23Q (6976.970000 sec): 3 clusters
  Score: Raw -1331950.413701 + Penalty 3131.338891 = -1328819.074811
  nChanged 54
		SP:Iteration 24Q (6977.270000 sec): 3 clusters
  Score: Raw -1331958.250041 + Penalty 3131.338891 = -1328826.911150
  nChanged 41
		SP:Iteration 25Q (6977.540000 sec): 3 clusters
  Score: Raw -1331964.401747 + Penalty 3131.338891 = -1328833.062857
  nChanged 46
		SP:Iteration 26Q (6977.850000 sec): 3 clusters
  Score: Raw -1331971.090190 + Penalty 3131.338891 = -1328839.751299
  nChanged 40
		SP:Iteration 27Q (6978.150000 sec): 3 clusters
  Score: Raw -1331977.450122 + Penalty 3131.338891 = -1328846.111231
  nChanged 40
		SP:Iteration 28Q (6978.460000 sec): 3 clusters
  Score: Raw -1331983.653895 + Penalty 3131.338891 = -1328852.315005
  nChanged 41
		SP:Iteration 29Q (6978.770000 sec): 3 clusters
  Score: Raw -1331988.989245 + Penalty 3131.338891 = -1328857.650354
  nChanged 39
		SP:Iteration 30Q (6979.070000 sec): 3 clusters
  Score: Raw -1331993.189591 + Penalty 3131.338891 = -1328861.850700
  nChanged 40
		SP:Iteration 31Q (6979.380000 sec): 3 clusters
  Score: Raw -1331998.205182 + Penalty 3131.338891 = -1328866.866291
  nChanged 38
		SP:Iteration 32Q (6979.660000 sec): 3 clusters
  Score: Raw -1332003.147686 + Penalty 3131.338891 = -1328871.808795
  nChanged 38
		SP:Iteration 33Q (6979.970000 sec): 3 clusters
  Score: Raw -1332008.722062 + Penalty 3131.338891 = -1328877.383172
  nChanged 49
		SP:Iteration 34Q (6980.260000 sec): 3 clusters
  Score: Raw -1332016.051817 + Penalty 3131.338891 = -1328884.712926
  nChanged 36
		SP:Iteration 35Q (6980.570000 sec): 3 clusters
  Score: Raw -1332020.941385 + Penalty 3131.338891 = -1328889.602494
  nChanged 39
		SP:Iteration 36Q (6980.890000 sec): 3 clusters
  Score: Raw -1332025.774372 + Penalty 3131.338891 = -1328894.435481
  nChanged 32
		SP:Iteration 37Q (6981.200000 sec): 3 clusters
  Score: Raw -1332030.401251 + Penalty 3131.338891 = -1328899.062360
  nChanged 37
		SP:Iteration 38Q (6981.510000 sec): 3 clusters
  Score: Raw -1332035.933188 + Penalty 3131.338891 = -1328904.594298
  nChanged 37
		SP:Iteration 39Q (6981.780000 sec): 3 clusters
  Score: Raw -1332041.344640 + Penalty 3131.338891 = -1328910.005749
  nChanged 41
		SP:Iteration 40F (6982.090000 sec): 3 clusters
  Score: Raw -1332048.395934 + Penalty 3131.338891 = -1328917.057044
  nChanged 51
		SP:Iteration 41Q (6982.400000 sec): 3 clusters
  Score: Raw -1332056.943625 + Penalty 3131.338891 = -1328925.604734
  nChanged 50
		SP:Iteration 42Q (6982.720000 sec): 3 clusters
  Score: Raw -1332064.047442 + Penalty 3131.338891 = -1328932.708551
  nChanged 46
		SP:Iteration 43Q (6983.030000 sec): 3 clusters
  Score: Raw -1332070.289334 + Penalty 3131.338891 = -1328938.950443
  nChanged 37
		SP:Iteration 44Q (6983.340000 sec): 3 clusters
  Score: Raw -1332075.528292 + Penalty 3131.338891 = -1328944.189401
  nChanged 32
		SP:Iteration 45Q (6983.660000 sec): 3 clusters
  Score: Raw -1332078.959080 + Penalty 3131.338891 = -1328947.620189
  nChanged 26
		SP:Iteration 46Q (6983.970000 sec): 3 clusters
  Score: Raw -1332081.931767 + Penalty 3131.338891 = -1328950.592876
  nChanged 33
		SP:Iteration 47Q (6984.280000 sec): 3 clusters
  Score: Raw -1332085.199933 + Penalty 3131.338891 = -1328953.861042
  nChanged 23
		SP:Iteration 48Q (6984.590000 sec): 3 clusters
  Score: Raw -1332087.241521 + Penalty 3131.338891 = -1328955.902630
  nChanged 15
		SP:Iteration 49Q (6984.900000 sec): 3 clusters
  Score: Raw -1332088.645899 + Penalty 3131.338891 = -1328957.307008
  nChanged 16
		SP:Iteration 50Q (6985.220000 sec): 3 clusters
  Score: Raw -1332089.896104 + Penalty 3131.338891 = -1328958.557213
  nChanged 15
		SP:Iteration 51Q (6985.540000 sec): 3 clusters
  Score: Raw -1332091.918374 + Penalty 3131.338891 = -1328960.579484
  nChanged 18
		SP:Iteration 52Q (6985.840000 sec): 3 clusters
  Score: Raw -1332093.767861 + Penalty 3131.338891 = -1328962.428970
  nChanged 15
		SP:Iteration 53Q (6986.150000 sec): 3 clusters
  Score: Raw -1332095.017210 + Penalty 3131.338891 = -1328963.678319
  nChanged 20
		SP:Iteration 54Q (6986.460000 sec): 3 clusters
  Score: Raw -1332096.546856 + Penalty 3131.338891 = -1328965.207965
  nChanged 12
		SP:Iteration 55Q (6986.770000 sec): 3 clusters
  Score: Raw -1332097.262710 + Penalty 3131.338891 = -1328965.923819
  nChanged 11
		SP:Iteration 56Q (6987.080000 sec): 3 clusters
  Score: Raw -1332097.863975 + Penalty 3131.338891 = -1328966.525085
  nChanged 7
		SP:Iteration 57Q (6987.400000 sec): 3 clusters
  Score: Raw -1332098.154485 + Penalty 3131.338891 = -1328966.815595
  nChanged 5
		SP:Iteration 58Q (6987.710000 sec): 3 clusters
  Score: Raw -1332098.386802 + Penalty 3131.338891 = -1328967.047911
  nChanged 2
		SP:Iteration 59Q (6988.020000 sec): 3 clusters
  Score: Raw -1332098.498596 + Penalty 3131.338891 = -1328967.159705
  nChanged 0
		SP:Iteration 60F (6988.330000 sec): 3 clusters
  Score: Raw -1332098.498596 + Penalty 3131.338891 = -1328967.159705
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6988.420000 sec): 2 clusters
  Score: Raw -275072.531066 + Penalty 1332.189503 = -273740.341563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6988.590000 sec): 3 clusters
  Score: Raw -273326.626655 + Penalty 2664.379006 = -270662.247649
  nChanged 1371
		SP:Iteration 1F (6988.770000 sec): 3 clusters
  Score: Raw -274324.611957 + Penalty 2664.379006 = -271660.232951
  nChanged 366
		SP:Iteration 2F (6988.940000 sec): 3 clusters
  Score: Raw -274684.729694 + Penalty 2664.379006 = -272020.350688
  nChanged 276
		SP:Iteration 3F (6989.120000 sec): 3 clusters
  Score: Raw -274943.606667 + Penalty 2664.379006 = -272279.227661
  nChanged 220
		SP:Iteration 4F (6989.300000 sec): 3 clusters
  Score: Raw -275141.714503 + Penalty 2664.379006 = -272477.335497
  nChanged 168
		SP:Iteration 5Q (6989.470000 sec): 3 clusters
  Score: Raw -275276.532646 + Penalty 2664.379006 = -272612.153640
  nChanged 138
		SP:Iteration 6Q (6989.650000 sec): 3 clusters
  Score: Raw -275366.992640 + Penalty 2664.379006 = -272702.613634
  nChanged 101
		SP:Iteration 7Q (6989.820000 sec): 3 clusters
  Score: Raw -275436.555527 + Penalty 2664.379006 = -272772.176521
  nChanged 87
		SP:Iteration 8Q (6990.000000 sec): 3 clusters
  Score: Raw -275491.632525 + Penalty 2664.379006 = -272827.253519
  nChanged 75
		SP:Iteration 9Q (6990.180000 sec): 3 clusters
  Score: Raw -275536.952537 + Penalty 2664.379006 = -272872.573531
  nChanged 66
		SP:Iteration 10Q (6990.350000 sec): 3 clusters
  Score: Raw -275580.944491 + Penalty 2664.379006 = -272916.565485
  nChanged 74
		SP:Iteration 11Q (6990.520000 sec): 3 clusters
  Score: Raw -275627.914479 + Penalty 2664.379006 = -272963.535474
  nChanged 61
		SP:Iteration 12Q (6990.700000 sec): 3 clusters
  Score: Raw -275663.845045 + Penalty 2664.379006 = -272999.466039
  nChanged 54
		SP:Iteration 13Q (6990.880000 sec): 3 clusters
  Score: Raw -275694.881106 + Penalty 2664.379006 = -273030.502100
  nChanged 49
		SP:Iteration 14Q (6991.050000 sec): 3 clusters
  Score: Raw -275723.342224 + Penalty 2664.379006 = -273058.963218
  nChanged 45
		SP:Iteration 15Q (6991.250000 sec): 3 clusters
  Score: Raw -275752.380293 + Penalty 2664.379006 = -273088.001287
  nChanged 55
		SP:Iteration 16Q (6991.320000 sec): 3 clusters
  Score: Raw -275783.858450 + Penalty 2664.379006 = -273119.479444
  nChanged 54
		SP:Iteration 17Q (6991.390000 sec): 3 clusters
  Score: Raw -275818.993095 + Penalty 2664.379006 = -273154.614089
  nChanged 48
		SP:Iteration 18Q (6991.460000 sec): 3 clusters
  Score: Raw -275846.730107 + Penalty 2664.379006 = -273182.351102
  nChanged 47
		SP:Iteration 19Q (6991.540000 sec): 3 clusters
  Score: Raw -275874.372344 + Penalty 2664.379006 = -273209.993338
  nChanged 45
		SP:Iteration 20F (6991.620000 sec): 3 clusters
  Score: Raw -275901.301458 + Penalty 2664.379006 = -273236.922453
  nChanged 45
		SP:Iteration 21Q (6991.720000 sec): 3 clusters
  Score: Raw -275930.587597 + Penalty 2664.379006 = -273266.208591
  nChanged 55
		SP:Iteration 22Q (6991.900000 sec): 3 clusters
  Score: Raw -275963.327294 + Penalty 2664.379006 = -273298.948288
  nChanged 49
		SP:Iteration 23Q (6992.080000 sec): 3 clusters
  Score: Raw -275993.288938 + Penalty 2664.379006 = -273328.909932
  nChanged 48
		SP:Iteration 24Q (6992.250000 sec): 3 clusters
  Score: Raw -276029.117051 + Penalty 2664.379006 = -273364.738045
  nChanged 56
		SP:Iteration 25Q (6992.430000 sec): 3 clusters
  Score: Raw -276068.012398 + Penalty 2664.379006 = -273403.633392
  nChanged 56
		SP:Iteration 26Q (6992.600000 sec): 3 clusters
  Score: Raw -276098.337182 + Penalty 2664.379006 = -273433.958176
  nChanged 42
		SP:Iteration 27Q (6992.780000 sec): 3 clusters
  Score: Raw -276125.956193 + Penalty 2664.379006 = -273461.577187
  nChanged 35
		SP:Iteration 28Q (6992.960000 sec): 3 clusters
  Score: Raw -276149.548840 + Penalty 2664.379006 = -273485.169834
  nChanged 36
		SP:Iteration 29Q (6993.130000 sec): 3 clusters
  Score: Raw -276170.213032 + Penalty 2664.379006 = -273505.834026
  nChanged 34
		SP:Iteration 30Q (6993.310000 sec): 3 clusters
  Score: Raw -276190.272990 + Penalty 2664.379006 = -273525.893984
  nChanged 25
		SP:Iteration 31Q (6993.480000 sec): 3 clusters
  Score: Raw -276203.838993 + Penalty 2664.379006 = -273539.459987
  nChanged 24
		SP:Iteration 32Q (6993.660000 sec): 3 clusters
  Score: Raw -276214.987078 + Penalty 2664.379006 = -273550.608072
  nChanged 23
		SP:Iteration 33Q (6993.840000 sec): 3 clusters
  Score: Raw -276222.428608 + Penalty 2664.379006 = -273558.049602
  nChanged 11
		SP:Iteration 34Q (6994.010000 sec): 3 clusters
  Score: Raw -276225.981808 + Penalty 2664.379006 = -273561.602802
  nChanged 14
		SP:Iteration 35Q (6994.190000 sec): 3 clusters
  Score: Raw -276232.207383 + Penalty 2664.379006 = -273567.828377
  nChanged 18
		SP:Iteration 36Q (6994.360000 sec): 3 clusters
  Score: Raw -276240.959174 + Penalty 2664.379006 = -273576.580168
  nChanged 11
		SP:Iteration 37Q (6994.540000 sec): 3 clusters
  Score: Raw -276245.774053 + Penalty 2664.379006 = -273581.395047
  nChanged 11
		SP:Iteration 38Q (6994.720000 sec): 3 clusters
  Score: Raw -276249.300577 + Penalty 2664.379006 = -273584.921571
  nChanged 8
		SP:Iteration 39Q (6994.890000 sec): 3 clusters
  Score: Raw -276251.322276 + Penalty 2664.379006 = -273586.943270
  nChanged 4
		SP:Iteration 40F (6995.070000 sec): 3 clusters
  Score: Raw -276252.513226 + Penalty 2664.379006 = -273588.134220
  nChanged 6
		SP:Iteration 41Q (6995.240000 sec): 3 clusters
  Score: Raw -276255.247725 + Penalty 2664.379006 = -273590.868720
  nChanged 5
		SP:Iteration 42Q (6995.420000 sec): 3 clusters
  Score: Raw -276256.767829 + Penalty 2664.379006 = -273592.388823
  nChanged 2
		SP:Iteration 43Q (6995.590000 sec): 3 clusters
  Score: Raw -276257.253986 + Penalty 2664.379006 = -273592.874980
  nChanged 2
		SP:Iteration 44Q (6995.770000 sec): 3 clusters
  Score: Raw -276257.920984 + Penalty 2664.379006 = -273593.541978
  nChanged 2
		SP:Iteration 45Q (6995.940000 sec): 3 clusters
  Score: Raw -276258.319556 + Penalty 2664.379006 = -273593.940550
  nChanged 1
		SP:Iteration 46Q (6996.120000 sec): 3 clusters
  Score: Raw -276258.820090 + Penalty 2664.379006 = -273594.441085
  nChanged 1
		SP:Iteration 47Q (6996.300000 sec): 3 clusters
  Score: Raw -276259.275926 + Penalty 2664.379006 = -273594.896920
  nChanged 0
		SP:Iteration 48F (6996.470000 sec): 3 clusters
  Score: Raw -276259.275926 + Penalty 2664.379006 = -273594.896920
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (4210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6996.560000 sec): 2 clusters
  Score: Raw -337305.338090 + Penalty 1356.097913 = -335949.240177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6996.740000 sec): 3 clusters
  Score: Raw -335238.213328 + Penalty 2712.195826 = -332526.017502
  nChanged 1653
		SP:Iteration 1F (6996.920000 sec): 3 clusters
  Score: Raw -336302.875229 + Penalty 2712.195826 = -333590.679403
  nChanged 388
		SP:Iteration 2F (6997.090000 sec): 3 clusters
  Score: Raw -336650.622391 + Penalty 2712.195826 = -333938.426565
  nChanged 351
		SP:Iteration 3F (6997.270000 sec): 3 clusters
  Score: Raw -337037.248004 + Penalty 2712.195826 = -334325.052178
  nChanged 327
		SP:Iteration 4F (6997.440000 sec): 3 clusters
  Score: Raw -337445.517885 + Penalty 2712.195826 = -334733.322058
  nChanged 263
		SP:Iteration 5F (6997.620000 sec): 3 clusters
  Score: Raw -337782.182990 + Penalty 2712.195826 = -335069.987163
  nChanged 230
		SP:Iteration 6F (6997.800000 sec): 3 clusters
  Score: Raw -338028.967267 + Penalty 2712.195826 = -335316.771441
  nChanged 177
		SP:Iteration 7Q (6997.970000 sec): 3 clusters
  Score: Raw -338165.714280 + Penalty 2712.195826 = -335453.518454
  nChanged 118
		SP:Iteration 8Q (6998.150000 sec): 3 clusters
  Score: Raw -338237.940455 + Penalty 2712.195826 = -335525.744629
  nChanged 83
		SP:Iteration 9Q (6998.320000 sec): 3 clusters
  Score: Raw -338278.939824 + Penalty 2712.195826 = -335566.743998
  nChanged 54
		SP:Iteration 10Q (6998.500000 sec): 3 clusters
  Score: Raw -338304.468476 + Penalty 2712.195826 = -335592.272650
  nChanged 41
		SP:Iteration 11Q (6998.680000 sec): 3 clusters
  Score: Raw -338323.590900 + Penalty 2712.195826 = -335611.395074
  nChanged 39
		SP:Iteration 12Q (6998.850000 sec): 3 clusters
  Score: Raw -338340.821601 + Penalty 2712.195826 = -335628.625775
  nChanged 36
		SP:Iteration 13Q (6999.020000 sec): 3 clusters
  Score: Raw -338357.736076 + Penalty 2712.195826 = -335645.540250
  nChanged 26
		SP:Iteration 14Q (6999.200000 sec): 3 clusters
  Score: Raw -338369.553217 + Penalty 2712.195826 = -335657.357391
  nChanged 19
		SP:Iteration 15Q (6999.380000 sec): 3 clusters
  Score: Raw -338376.916517 + Penalty 2712.195826 = -335664.720690
  nChanged 18
		SP:Iteration 16Q (6999.550000 sec): 3 clusters
  Score: Raw -338383.549133 + Penalty 2712.195826 = -335671.353307
  nChanged 16
		SP:Iteration 17Q (6999.730000 sec): 3 clusters
  Score: Raw -338389.227190 + Penalty 2712.195826 = -335677.031364
  nChanged 23
		SP:Iteration 18Q (6999.900000 sec): 3 clusters
  Score: Raw -338399.861629 + Penalty 2712.195826 = -335687.665803
  nChanged 25
		SP:Iteration 19Q (7000.080000 sec): 3 clusters
  Score: Raw -338413.158839 + Penalty 2712.195826 = -335700.963013
  nChanged 34
		SP:Iteration 20F (7000.260000 sec): 3 clusters
  Score: Raw -338427.884365 + Penalty 2712.195826 = -335715.688539
  nChanged 27
		SP:Iteration 21Q (7000.430000 sec): 3 clusters
  Score: Raw -338438.348860 + Penalty 2712.195826 = -335726.153034
  nChanged 29
		SP:Iteration 22Q (7000.610000 sec): 3 clusters
  Score: Raw -338452.106694 + Penalty 2712.195826 = -335739.910868
  nChanged 26
		SP:Iteration 23Q (7000.780000 sec): 3 clusters
  Score: Raw -338463.891800 + Penalty 2712.195826 = -335751.695973
  nChanged 23
		SP:Iteration 24Q (7000.960000 sec): 3 clusters
  Score: Raw -338472.256074 + Penalty 2712.195826 = -335760.060248
  nChanged 25
		SP:Iteration 25Q (7001.140000 sec): 3 clusters
  Score: Raw -338482.612672 + Penalty 2712.195826 = -335770.416846
  nChanged 35
		SP:Iteration 26Q (7001.310000 sec): 3 clusters
  Score: Raw -338497.413518 + Penalty 2712.195826 = -335785.217692
  nChanged 35
		SP:Iteration 27Q (7001.490000 sec): 3 clusters
  Score: Raw -338514.723072 + Penalty 2712.195826 = -335802.527246
  nChanged 41
		SP:Iteration 28Q (7001.660000 sec): 3 clusters
  Score: Raw -338537.690280 + Penalty 2712.195826 = -335825.494454
  nChanged 48
		SP:Iteration 29Q (7001.840000 sec): 3 clusters
  Score: Raw -338558.220729 + Penalty 2712.195826 = -335846.024903
  nChanged 41
		SP:Iteration 30Q (7002.020000 sec): 3 clusters
  Score: Raw -338578.858462 + Penalty 2712.195826 = -335866.662636
  nChanged 36
		SP:Iteration 31Q (7002.190000 sec): 3 clusters
  Score: Raw -338597.969317 + Penalty 2712.195826 = -335885.773491
  nChanged 28
		SP:Iteration 32Q (7002.370000 sec): 3 clusters
  Score: Raw -338611.996759 + Penalty 2712.195826 = -335899.800933
  nChanged 21
		SP:Iteration 33Q (7002.540000 sec): 3 clusters
  Score: Raw -338623.816565 + Penalty 2712.195826 = -335911.620739
  nChanged 19
		SP:Iteration 34Q (7002.720000 sec): 3 clusters
  Score: Raw -338630.621161 + Penalty 2712.195826 = -335918.425335
  nChanged 12
		SP:Iteration 35Q (7002.900000 sec): 3 clusters
  Score: Raw -338633.778797 + Penalty 2712.195826 = -335921.582971
  nChanged 2
		SP:Iteration 36Q (7003.070000 sec): 3 clusters
  Score: Raw -338633.991510 + Penalty 2712.195826 = -335921.795684
  nChanged 0
		SP:Iteration 37F (7003.250000 sec): 3 clusters
  Score: Raw -338633.991510 + Penalty 2712.195826 = -335921.795684
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (22970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7003.500000 sec): 2 clusters
  Score: Raw -2203848.720845 + Penalty 1631.815948 = -2202216.904897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7003.840000 sec): 3 clusters
  Score: Raw -2189960.759100 + Penalty 3263.631896 = -2186697.127204
  nChanged 10441
		SP:Iteration 1F (7004.160000 sec): 3 clusters
  Score: Raw -2196025.395136 + Penalty 3263.631896 = -2192761.763240
  nChanged 1471
		SP:Iteration 2F (7004.490000 sec): 3 clusters
  Score: Raw -2196934.038767 + Penalty 3263.631896 = -2193670.406871
  nChanged 1605
		SP:Iteration 3F (7004.760000 sec): 3 clusters
  Score: Raw -2198007.286283 + Penalty 3263.631896 = -2194743.654386
  nChanged 1683
		SP:Iteration 4F (7005.140000 sec): 3 clusters
  Score: Raw -2199129.660551 + Penalty 3263.631896 = -2195866.028655
  nChanged 1563
		SP:Iteration 5F (7005.530000 sec): 3 clusters
  Score: Raw -2200212.810399 + Penalty 3263.631896 = -2196949.178503
  nChanged 1372
		SP:Iteration 6F (7005.890000 sec): 3 clusters
  Score: Raw -2201232.074219 + Penalty 3263.631896 = -2197968.442323
  nChanged 1121
		SP:Iteration 7Q (7006.260000 sec): 3 clusters
  Score: Raw -2202148.723954 + Penalty 3263.631896 = -2198885.092058
  nChanged 929
		SP:Iteration 8Q (7006.630000 sec): 3 clusters
  Score: Raw -2202947.908503 + Penalty 3263.631896 = -2199684.276606
  nChanged 661
		SP:Iteration 9Q (7006.990000 sec): 3 clusters
  Score: Raw -2203497.952443 + Penalty 3263.631896 = -2200234.320547
  nChanged 466
		SP:Iteration 10Q (7007.360000 sec): 3 clusters
  Score: Raw -2203872.794990 + Penalty 3263.631896 = -2200609.163094
  nChanged 364
		SP:Iteration 11Q (7007.730000 sec): 3 clusters
  Score: Raw -2204133.996493 + Penalty 3263.631896 = -2200870.364597
  nChanged 255
		SP:Iteration 12Q (7008.100000 sec): 3 clusters
  Score: Raw -2204287.377131 + Penalty 3263.631896 = -2201023.745235
  nChanged 178
		SP:Iteration 13Q (7008.490000 sec): 3 clusters
  Score: Raw -2204393.066018 + Penalty 3263.631896 = -2201129.434122
  nChanged 152
		SP:Iteration 14Q (7008.770000 sec): 3 clusters
  Score: Raw -2204485.976557 + Penalty 3263.631896 = -2201222.344661
  nChanged 119
		SP:Iteration 15Q (7009.150000 sec): 3 clusters
  Score: Raw -2204552.161204 + Penalty 3263.631896 = -2201288.529308
  nChanged 95
		SP:Iteration 16Q (7009.490000 sec): 3 clusters
  Score: Raw -2204601.962411 + Penalty 3263.631896 = -2201338.330515
  nChanged 79
		SP:Iteration 17Q (7009.810000 sec): 3 clusters
  Score: Raw -2204647.706015 + Penalty 3263.631896 = -2201384.074119
  nChanged 58
		SP:Iteration 18Q (7010.150000 sec): 3 clusters
  Score: Raw -2204678.386653 + Penalty 3263.631896 = -2201414.754757
  nChanged 51
		SP:Iteration 19Q (7010.480000 sec): 3 clusters
  Score: Raw -2204698.739900 + Penalty 3263.631896 = -2201435.108004
  nChanged 48
		SP:Iteration 20F (7010.850000 sec): 3 clusters
  Score: Raw -2204715.995770 + Penalty 3263.631896 = -2201452.363874
  nChanged 41
		SP:Iteration 21Q (7011.180000 sec): 3 clusters
  Score: Raw -2204730.718614 + Penalty 3263.631896 = -2201467.086718
  nChanged 33
		SP:Iteration 22Q (7011.510000 sec): 3 clusters
  Score: Raw -2204743.463371 + Penalty 3263.631896 = -2201479.831475
  nChanged 37
		SP:Iteration 23Q (7011.880000 sec): 3 clusters
  Score: Raw -2204756.785777 + Penalty 3263.631896 = -2201493.153881
  nChanged 41
		SP:Iteration 24Q (7012.210000 sec): 3 clusters
  Score: Raw -2204771.852335 + Penalty 3263.631896 = -2201508.220439
  nChanged 27
		SP:Iteration 25Q (7012.540000 sec): 3 clusters
  Score: Raw -2204779.477921 + Penalty 3263.631896 = -2201515.846025
  nChanged 20
		SP:Iteration 26Q (7012.880000 sec): 3 clusters
  Score: Raw -2204783.942355 + Penalty 3263.631896 = -2201520.310459
  nChanged 11
		SP:Iteration 27Q (7013.170000 sec): 3 clusters
  Score: Raw -2204786.806086 + Penalty 3263.631896 = -2201523.174190
  nChanged 9
		SP:Iteration 28Q (7013.510000 sec): 3 clusters
  Score: Raw -2204789.677508 + Penalty 3263.631896 = -2201526.045611
  nChanged 6
		SP:Iteration 29Q (7013.810000 sec): 3 clusters
  Score: Raw -2204791.497868 + Penalty 3263.631896 = -2201527.865972
  nChanged 10
		SP:Iteration 30Q (7014.210000 sec): 3 clusters
  Score: Raw -2204793.969260 + Penalty 3263.631896 = -2201530.337364
  nChanged 12
		SP:Iteration 31Q (7014.560000 sec): 3 clusters
  Score: Raw -2204796.923628 + Penalty 3263.631896 = -2201533.291732
  nChanged 13
		SP:Iteration 32Q (7014.890000 sec): 3 clusters
  Score: Raw -2204800.598585 + Penalty 3263.631896 = -2201536.966688
  nChanged 12
		SP:Iteration 33Q (7015.220000 sec): 3 clusters
  Score: Raw -2204803.530999 + Penalty 3263.631896 = -2201539.899103
  nChanged 9
		SP:Iteration 34Q (7015.550000 sec): 3 clusters
  Score: Raw -2204805.993801 + Penalty 3263.631896 = -2201542.361905
  nChanged 13
		SP:Iteration 35Q (7015.880000 sec): 3 clusters
  Score: Raw -2204809.597309 + Penalty 3263.631896 = -2201545.965413
  nChanged 11
		SP:Iteration 36Q (7016.210000 sec): 3 clusters
  Score: Raw -2204812.511752 + Penalty 3263.631896 = -2201548.879856
  nChanged 7
		SP:Iteration 37Q (7016.540000 sec): 3 clusters
  Score: Raw -2204814.094220 + Penalty 3263.631896 = -2201550.462324
  nChanged 3
		SP:Iteration 38Q (7016.880000 sec): 3 clusters
  Score: Raw -2204814.950629 + Penalty 3263.631896 = -2201551.318733
  nChanged 3
		SP:Iteration 39Q (7017.200000 sec): 3 clusters
  Score: Raw -2204815.205395 + Penalty 3263.631896 = -2201551.573498
  nChanged 2
		SP:Iteration 40F (7017.620000 sec): 3 clusters
  Score: Raw -2204815.841419 + Penalty 3263.631896 = -2201552.209523
  nChanged 3
		SP:Iteration 41Q (7017.950000 sec): 3 clusters
  Score: Raw -2204816.401958 + Penalty 3263.631896 = -2201552.770062
  nChanged 2
		SP:Iteration 42Q (7018.290000 sec): 3 clusters
  Score: Raw -2204816.952751 + Penalty 3263.631896 = -2201553.320855
  nChanged 3
		SP:Iteration 43Q (7018.620000 sec): 3 clusters
  Score: Raw -2204817.463556 + Penalty 3263.631896 = -2201553.831659
  nChanged 0
		SP:Iteration 44F (7018.950000 sec): 3 clusters
  Score: Raw -2204817.463556 + Penalty 3263.631896 = -2201553.831659
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (10550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7019.060000 sec): 2 clusters
  Score: Raw -920586.235354 + Penalty 1505.380685 = -919080.854669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7019.310000 sec): 3 clusters
  Score: Raw -914659.565489 + Penalty 3010.761370 = -911648.804119
  nChanged 4611
		SP:Iteration 1F (7019.530000 sec): 3 clusters
  Score: Raw -917694.597367 + Penalty 3010.761370 = -914683.835997
  nChanged 897
		SP:Iteration 2F (7019.670000 sec): 3 clusters
  Score: Raw -918346.724701 + Penalty 3010.761370 = -915335.963331
  nChanged 771
		SP:Iteration 3F (7019.900000 sec): 3 clusters
  Score: Raw -918914.131859 + Penalty 3010.761370 = -915903.370489
  nChanged 736
		SP:Iteration 4F (7020.130000 sec): 3 clusters
  Score: Raw -919486.111799 + Penalty 3010.761370 = -916475.350429
  nChanged 601
		SP:Iteration 5F (7020.350000 sec): 3 clusters
  Score: Raw -919889.614566 + Penalty 3010.761370 = -916878.853196
  nChanged 486
		SP:Iteration 6Q (7020.580000 sec): 3 clusters
  Score: Raw -920171.458771 + Penalty 3010.761370 = -917160.697401
  nChanged 388
		SP:Iteration 7Q (7020.800000 sec): 3 clusters
  Score: Raw -920366.467724 + Penalty 3010.761370 = -917355.706354
  nChanged 317
		SP:Iteration 8Q (7021.030000 sec): 3 clusters
  Score: Raw -920508.353402 + Penalty 3010.761370 = -917497.592032
  nChanged 260
		SP:Iteration 9Q (7021.260000 sec): 3 clusters
  Score: Raw -920617.396476 + Penalty 3010.761370 = -917606.635106
  nChanged 210
		SP:Iteration 10Q (7021.410000 sec): 3 clusters
  Score: Raw -920705.496885 + Penalty 3010.761370 = -917694.735514
  nChanged 221
		SP:Iteration 11Q (7021.570000 sec): 3 clusters
  Score: Raw -920813.557344 + Penalty 3010.761370 = -917802.795974
  nChanged 219
		SP:Iteration 12Q (7021.730000 sec): 3 clusters
  Score: Raw -920896.377838 + Penalty 3010.761370 = -917885.616468
  nChanged 182
		SP:Iteration 13Q (7021.900000 sec): 3 clusters
  Score: Raw -920958.670374 + Penalty 3010.761370 = -917947.909004
  nChanged 169
		SP:Iteration 14Q (7022.050000 sec): 3 clusters
  Score: Raw -921020.620823 + Penalty 3010.761370 = -918009.859453
  nChanged 161
		SP:Iteration 15Q (7022.300000 sec): 3 clusters
  Score: Raw -921076.960426 + Penalty 3010.761370 = -918066.199056
  nChanged 119
		SP:Iteration 16Q (7022.510000 sec): 3 clusters
  Score: Raw -921117.558725 + Penalty 3010.761370 = -918106.797355
  nChanged 113
		SP:Iteration 17Q (7022.730000 sec): 3 clusters
  Score: Raw -921153.664885 + Penalty 3010.761370 = -918142.903515
  nChanged 119
		SP:Iteration 18Q (7022.950000 sec): 3 clusters
  Score: Raw -921197.087344 + Penalty 3010.761370 = -918186.325973
  nChanged 111
		SP:Iteration 19Q (7023.170000 sec): 3 clusters
  Score: Raw -921246.219934 + Penalty 3010.761370 = -918235.458564
  nChanged 122
		SP:Iteration 20F (7023.380000 sec): 3 clusters
  Score: Raw -921296.368332 + Penalty 3010.761370 = -918285.606962
  nChanged 127
		SP:Iteration 21Q (7023.600000 sec): 3 clusters
  Score: Raw -921344.346931 + Penalty 3010.761370 = -918333.585561
  nChanged 131
		SP:Iteration 22Q (7023.820000 sec): 3 clusters
  Score: Raw -921383.439059 + Penalty 3010.761370 = -918372.677689
  nChanged 115
		SP:Iteration 23Q (7024.030000 sec): 3 clusters
  Score: Raw -921416.583585 + Penalty 3010.761370 = -918405.822215
  nChanged 102
		SP:Iteration 24Q (7024.250000 sec): 3 clusters
  Score: Raw -921449.679717 + Penalty 3010.761370 = -918438.918347
  nChanged 104
		SP:Iteration 25Q (7024.470000 sec): 3 clusters
  Score: Raw -921479.540811 + Penalty 3010.761370 = -918468.779441
  nChanged 86
		SP:Iteration 26Q (7024.690000 sec): 3 clusters
  Score: Raw -921501.988929 + Penalty 3010.761370 = -918491.227559
  nChanged 69
		SP:Iteration 27Q (7024.910000 sec): 3 clusters
  Score: Raw -921518.842901 + Penalty 3010.761370 = -918508.081531
  nChanged 62
		SP:Iteration 28Q (7025.120000 sec): 3 clusters
  Score: Raw -921529.543504 + Penalty 3010.761370 = -918518.782134
  nChanged 43
		SP:Iteration 29Q (7025.340000 sec): 3 clusters
  Score: Raw -921538.044638 + Penalty 3010.761370 = -918527.283267
  nChanged 46
		SP:Iteration 30Q (7025.560000 sec): 3 clusters
  Score: Raw -921545.374569 + Penalty 3010.761370 = -918534.613199
  nChanged 32
		SP:Iteration 31Q (7025.770000 sec): 3 clusters
  Score: Raw -921550.311709 + Penalty 3010.761370 = -918539.550339
  nChanged 30
		SP:Iteration 32Q (7025.990000 sec): 3 clusters
  Score: Raw -921554.135227 + Penalty 3010.761370 = -918543.373856
  nChanged 23
		SP:Iteration 33Q (7026.210000 sec): 3 clusters
  Score: Raw -921557.791650 + Penalty 3010.761370 = -918547.030280
  nChanged 19
		SP:Iteration 34Q (7026.430000 sec): 3 clusters
  Score: Raw -921560.256227 + Penalty 3010.761370 = -918549.494857
  nChanged 11
		SP:Iteration 35Q (7026.640000 sec): 3 clusters
  Score: Raw -921561.436843 + Penalty 3010.761370 = -918550.675473
  nChanged 8
		SP:Iteration 36Q (7026.860000 sec): 3 clusters
  Score: Raw -921562.645084 + Penalty 3010.761370 = -918551.883714
  nChanged 9
		SP:Iteration 37Q (7027.080000 sec): 3 clusters
  Score: Raw -921564.705965 + Penalty 3010.761370 = -918553.944595
  nChanged 16
		SP:Iteration 38Q (7027.290000 sec): 3 clusters
  Score: Raw -921567.737786 + Penalty 3010.761370 = -918556.976416
  nChanged 20
		SP:Iteration 39Q (7027.510000 sec): 3 clusters
  Score: Raw -921570.274277 + Penalty 3010.761370 = -918559.512907
  nChanged 19
		SP:Iteration 40F (7027.730000 sec): 3 clusters
  Score: Raw -921572.664464 + Penalty 3010.761370 = -918561.903093
  nChanged 19
		SP:Iteration 41Q (7027.950000 sec): 3 clusters
  Score: Raw -921575.883275 + Penalty 3010.761370 = -918565.121905
  nChanged 21
		SP:Iteration 42Q (7028.160000 sec): 3 clusters
  Score: Raw -921579.477807 + Penalty 3010.761370 = -918568.716437
  nChanged 17
		SP:Iteration 43Q (7028.380000 sec): 3 clusters
  Score: Raw -921582.507334 + Penalty 3010.761370 = -918571.745964
  nChanged 16
		SP:Iteration 44Q (7028.590000 sec): 3 clusters
  Score: Raw -921585.019028 + Penalty 3010.761370 = -918574.257658
  nChanged 14
		SP:Iteration 45Q (7028.810000 sec): 3 clusters
  Score: Raw -921587.421650 + Penalty 3010.761370 = -918576.660280
  nChanged 14
		SP:Iteration 46Q (7029.030000 sec): 3 clusters
  Score: Raw -921589.987267 + Penalty 3010.761370 = -918579.225896
  nChanged 22
		SP:Iteration 47Q (7029.290000 sec): 3 clusters
  Score: Raw -921592.956492 + Penalty 3010.761370 = -918582.195121
  nChanged 23
		SP:Iteration 48Q (7029.470000 sec): 3 clusters
  Score: Raw -921596.583390 + Penalty 3010.761370 = -918585.822020
  nChanged 25
		SP:Iteration 49Q (7029.690000 sec): 3 clusters
  Score: Raw -921600.496500 + Penalty 3010.761370 = -918589.735130
  nChanged 23
		SP:Iteration 50Q (7029.910000 sec): 3 clusters
  Score: Raw -921603.277717 + Penalty 3010.761370 = -918592.516347
  nChanged 20
		SP:Iteration 51Q (7030.130000 sec): 3 clusters
  Score: Raw -921607.051203 + Penalty 3010.761370 = -918596.289833
  nChanged 19
		SP:Iteration 52Q (7030.340000 sec): 3 clusters
  Score: Raw -921609.702025 + Penalty 3010.761370 = -918598.940655
  nChanged 19
		SP:Iteration 53Q (7030.560000 sec): 3 clusters
  Score: Raw -921613.099291 + Penalty 3010.761370 = -918602.337921
  nChanged 18
		SP:Iteration 54Q (7030.790000 sec): 3 clusters
  Score: Raw -921615.936522 + Penalty 3010.761370 = -918605.175152
  nChanged 17
		SP:Iteration 55Q (7031.010000 sec): 3 clusters
  Score: Raw -921619.337980 + Penalty 3010.761370 = -918608.576610
  nChanged 14
		SP:Iteration 56Q (7031.320000 sec): 3 clusters
  Score: Raw -921622.630154 + Penalty 3010.761370 = -918611.868784
  nChanged 16
		SP:Iteration 57Q (7031.500000 sec): 3 clusters
  Score: Raw -921625.809503 + Penalty 3010.761370 = -918615.048133
  nChanged 18
		SP:Iteration 58Q (7031.770000 sec): 3 clusters
  Score: Raw -921629.863707 + Penalty 3010.761370 = -918619.102337
  nChanged 22
		SP:Iteration 59Q (7031.910000 sec): 3 clusters
  Score: Raw -921634.678937 + Penalty 3010.761370 = -918623.917567
  nChanged 31
		SP:Iteration 60F (7032.130000 sec): 3 clusters
  Score: Raw -921639.917260 + Penalty 3010.761370 = -918629.155889
  nChanged 17
		SP:Iteration 61Q (7032.350000 sec): 3 clusters
  Score: Raw -921642.388430 + Penalty 3010.761370 = -918631.627060
  nChanged 14
		SP:Iteration 62Q (7032.570000 sec): 3 clusters
  Score: Raw -921644.947002 + Penalty 3010.761370 = -918634.185632
  nChanged 15
		SP:Iteration 63Q (7032.790000 sec): 3 clusters
  Score: Raw -921647.297765 + Penalty 3010.761370 = -918636.536395
  nChanged 14
		SP:Iteration 64Q (7033.020000 sec): 3 clusters
  Score: Raw -921649.029868 + Penalty 3010.761370 = -918638.268498
  nChanged 16
		SP:Iteration 65Q (7033.240000 sec): 3 clusters
  Score: Raw -921651.572896 + Penalty 3010.761370 = -918640.811526
  nChanged 12
		SP:Iteration 66Q (7033.470000 sec): 3 clusters
  Score: Raw -921653.548137 + Penalty 3010.761370 = -918642.786767
  nChanged 12
		SP:Iteration 67Q (7033.690000 sec): 3 clusters
  Score: Raw -921656.280272 + Penalty 3010.761370 = -918645.518902
  nChanged 10
		SP:Iteration 68Q (7033.900000 sec): 3 clusters
  Score: Raw -921658.571028 + Penalty 3010.761370 = -918647.809658
  nChanged 12
		SP:Iteration 69Q (7034.120000 sec): 3 clusters
  Score: Raw -921660.265396 + Penalty 3010.761370 = -918649.504026
  nChanged 9
		SP:Iteration 70Q (7034.340000 sec): 3 clusters
  Score: Raw -921661.375768 + Penalty 3010.761370 = -918650.614398
  nChanged 4
		SP:Iteration 71Q (7034.550000 sec): 3 clusters
  Score: Raw -921661.706432 + Penalty 3010.761370 = -918650.945062
  nChanged 3
		SP:Iteration 72Q (7034.770000 sec): 3 clusters
  Score: Raw -921662.010645 + Penalty 3010.761370 = -918651.249275
  nChanged 1
		SP:Iteration 73Q (7034.990000 sec): 3 clusters
  Score: Raw -921662.152229 + Penalty 3010.761370 = -918651.390858
  nChanged 1
		SP:Iteration 74Q (7035.210000 sec): 3 clusters
  Score: Raw -921662.358430 + Penalty 3010.761370 = -918651.597060
  nChanged 0
		SP:Iteration 75F (7035.360000 sec): 3 clusters
  Score: Raw -921662.358430 + Penalty 3010.761370 = -918651.597060
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (8030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7035.470000 sec): 2 clusters
  Score: Raw -548207.358124 + Penalty 1461.027719 = -546746.330405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7035.610000 sec): 3 clusters
  Score: Raw -543767.187850 + Penalty 2922.055437 = -540845.132413
  nChanged 3419
		SP:Iteration 1F (7035.790000 sec): 3 clusters
  Score: Raw -545866.851443 + Penalty 2922.055437 = -542944.796006
  nChanged 757
		SP:Iteration 2F (7035.990000 sec): 3 clusters
  Score: Raw -546476.648466 + Penalty 2922.055437 = -543554.593029
  nChanged 658
		SP:Iteration 3F (7036.190000 sec): 3 clusters
  Score: Raw -546968.199286 + Penalty 2922.055437 = -544046.143849
  nChanged 550
		SP:Iteration 4F (7036.380000 sec): 3 clusters
  Score: Raw -547353.714353 + Penalty 2922.055437 = -544431.658915
  nChanged 426
		SP:Iteration 5F (7036.570000 sec): 3 clusters
  Score: Raw -547636.931336 + Penalty 2922.055437 = -544714.875899
  nChanged 351
		SP:Iteration 6Q (7036.770000 sec): 3 clusters
  Score: Raw -547845.255828 + Penalty 2922.055437 = -544923.200391
  nChanged 304
		SP:Iteration 7Q (7036.970000 sec): 3 clusters
  Score: Raw -548035.448762 + Penalty 2922.055437 = -545113.393325
  nChanged 284
		SP:Iteration 8Q (7037.170000 sec): 3 clusters
  Score: Raw -548191.719770 + Penalty 2922.055437 = -545269.664333
  nChanged 221
		SP:Iteration 9Q (7037.360000 sec): 3 clusters
  Score: Raw -548279.989893 + Penalty 2922.055437 = -545357.934456
  nChanged 174
		SP:Iteration 10Q (7037.610000 sec): 3 clusters
  Score: Raw -548348.671220 + Penalty 2922.055437 = -545426.615783
  nChanged 171
		SP:Iteration 11Q (7037.800000 sec): 3 clusters
  Score: Raw -548413.347071 + Penalty 2922.055437 = -545491.291634
  nChanged 148
		SP:Iteration 12Q (7037.990000 sec): 3 clusters
  Score: Raw -548469.366071 + Penalty 2922.055437 = -545547.310634
  nChanged 134
		SP:Iteration 13Q (7038.160000 sec): 3 clusters
  Score: Raw -548515.114110 + Penalty 2922.055437 = -545593.058672
  nChanged 106
		SP:Iteration 14Q (7038.290000 sec): 3 clusters
  Score: Raw -548550.388116 + Penalty 2922.055437 = -545628.332679
  nChanged 98
		SP:Iteration 15Q (7038.470000 sec): 3 clusters
  Score: Raw -548592.429987 + Penalty 2922.055437 = -545670.374550
  nChanged 106
		SP:Iteration 16Q (7038.670000 sec): 3 clusters
  Score: Raw -548631.042491 + Penalty 2922.055437 = -545708.987054
  nChanged 87
		SP:Iteration 17Q (7038.860000 sec): 3 clusters
  Score: Raw -548657.686664 + Penalty 2922.055437 = -545735.631227
  nChanged 76
		SP:Iteration 18Q (7039.060000 sec): 3 clusters
  Score: Raw -548683.079661 + Penalty 2922.055437 = -545761.024224
  nChanged 73
		SP:Iteration 19Q (7039.250000 sec): 3 clusters
  Score: Raw -548711.190585 + Penalty 2922.055437 = -545789.135148
  nChanged 76
		SP:Iteration 20F (7039.450000 sec): 3 clusters
  Score: Raw -548737.972251 + Penalty 2922.055437 = -545815.916814
  nChanged 93
		SP:Iteration 21Q (7039.650000 sec): 3 clusters
  Score: Raw -548773.108028 + Penalty 2922.055437 = -545851.052591
  nChanged 96
		SP:Iteration 22Q (7039.780000 sec): 3 clusters
  Score: Raw -548815.223453 + Penalty 2922.055437 = -545893.168016
  nChanged 125
		SP:Iteration 23Q (7039.970000 sec): 3 clusters
  Score: Raw -548867.929708 + Penalty 2922.055437 = -545945.874271
  nChanged 122
		SP:Iteration 24Q (7040.170000 sec): 3 clusters
  Score: Raw -548919.566299 + Penalty 2922.055437 = -545997.510862
  nChanged 138
		SP:Iteration 25Q (7040.360000 sec): 3 clusters
  Score: Raw -548974.672857 + Penalty 2922.055437 = -546052.617420
  nChanged 123
		SP:Iteration 26Q (7040.560000 sec): 3 clusters
  Score: Raw -549019.878016 + Penalty 2922.055437 = -546097.822579
  nChanged 102
		SP:Iteration 27Q (7040.750000 sec): 3 clusters
  Score: Raw -549060.522741 + Penalty 2922.055437 = -546138.467304
  nChanged 102
		SP:Iteration 28Q (7040.950000 sec): 3 clusters
  Score: Raw -549096.754907 + Penalty 2922.055437 = -546174.699470
  nChanged 95
		SP:Iteration 29Q (7041.150000 sec): 3 clusters
  Score: Raw -549134.718844 + Penalty 2922.055437 = -546212.663407
  nChanged 103
		SP:Iteration 30Q (7041.420000 sec): 3 clusters
  Score: Raw -549170.151639 + Penalty 2922.055437 = -546248.096202
  nChanged 95
		SP:Iteration 31Q (7041.620000 sec): 3 clusters
  Score: Raw -549203.902294 + Penalty 2922.055437 = -546281.846856
  nChanged 96
		SP:Iteration 32Q (7041.820000 sec): 3 clusters
  Score: Raw -549243.879563 + Penalty 2922.055437 = -546321.824126
  nChanged 96
		SP:Iteration 33Q (7042.010000 sec): 3 clusters
  Score: Raw -549278.158371 + Penalty 2922.055437 = -546356.102934
  nChanged 85
		SP:Iteration 34Q (7042.210000 sec): 3 clusters
  Score: Raw -549306.821849 + Penalty 2922.055437 = -546384.766412
  nChanged 76
		SP:Iteration 35Q (7042.410000 sec): 3 clusters
  Score: Raw -549326.977593 + Penalty 2922.055437 = -546404.922156
  nChanged 61
		SP:Iteration 36Q (7042.600000 sec): 3 clusters
  Score: Raw -549343.083538 + Penalty 2922.055437 = -546421.028101
  nChanged 52
		SP:Iteration 37Q (7042.800000 sec): 3 clusters
  Score: Raw -549356.018171 + Penalty 2922.055437 = -546433.962734
  nChanged 44
		SP:Iteration 38Q (7043.000000 sec): 3 clusters
  Score: Raw -549364.895068 + Penalty 2922.055437 = -546442.839631
  nChanged 29
		SP:Iteration 39Q (7043.190000 sec): 3 clusters
  Score: Raw -549371.969099 + Penalty 2922.055437 = -546449.913662
  nChanged 37
		SP:Iteration 40F (7043.390000 sec): 3 clusters
  Score: Raw -549380.138167 + Penalty 2922.055437 = -546458.082729
  nChanged 22
		SP:Iteration 41Q (7043.590000 sec): 3 clusters
  Score: Raw -549386.461631 + Penalty 2922.055437 = -546464.406194
  nChanged 24
		SP:Iteration 42Q (7043.780000 sec): 3 clusters
  Score: Raw -549391.120842 + Penalty 2922.055437 = -546469.065405
  nChanged 29
		SP:Iteration 43Q (7043.980000 sec): 3 clusters
  Score: Raw -549397.892252 + Penalty 2922.055437 = -546475.836815
  nChanged 24
		SP:Iteration 44Q (7044.180000 sec): 3 clusters
  Score: Raw -549402.438886 + Penalty 2922.055437 = -546480.383448
  nChanged 21
		SP:Iteration 45Q (7044.380000 sec): 3 clusters
  Score: Raw -549407.157194 + Penalty 2922.055437 = -546485.101757
  nChanged 17
		SP:Iteration 46Q (7044.570000 sec): 3 clusters
  Score: Raw -549411.720367 + Penalty 2922.055437 = -546489.664930
  nChanged 21
		SP:Iteration 47Q (7044.770000 sec): 3 clusters
  Score: Raw -549416.525210 + Penalty 2922.055437 = -546494.469773
  nChanged 20
		SP:Iteration 48Q (7044.960000 sec): 3 clusters
  Score: Raw -549421.185757 + Penalty 2922.055437 = -546499.130320
  nChanged 20
		SP:Iteration 49Q (7045.160000 sec): 3 clusters
  Score: Raw -549426.038894 + Penalty 2922.055437 = -546503.983457
  nChanged 24
		SP:Iteration 50Q (7045.360000 sec): 3 clusters
  Score: Raw -549430.487396 + Penalty 2922.055437 = -546508.431959
  nChanged 19
		SP:Iteration 51Q (7045.560000 sec): 3 clusters
  Score: Raw -549434.253770 + Penalty 2922.055437 = -546512.198333
  nChanged 26
		SP:Iteration 52Q (7045.750000 sec): 3 clusters
  Score: Raw -549438.420163 + Penalty 2922.055437 = -546516.364725
  nChanged 20
		SP:Iteration 53Q (7045.950000 sec): 3 clusters
  Score: Raw -549442.654414 + Penalty 2922.055437 = -546520.598977
  nChanged 21
		SP:Iteration 54Q (7046.150000 sec): 3 clusters
  Score: Raw -549448.392717 + Penalty 2922.055437 = -546526.337280
  nChanged 22
		SP:Iteration 55Q (7046.340000 sec): 3 clusters
  Score: Raw -549453.196171 + Penalty 2922.055437 = -546531.140734
  nChanged 19
		SP:Iteration 56Q (7046.540000 sec): 3 clusters
  Score: Raw -549457.127826 + Penalty 2922.055437 = -546535.072389
  nChanged 21
		SP:Iteration 57Q (7046.740000 sec): 3 clusters
  Score: Raw -549461.837806 + Penalty 2922.055437 = -546539.782369
  nChanged 21
		SP:Iteration 58Q (7046.930000 sec): 3 clusters
  Score: Raw -549466.711480 + Penalty 2922.055437 = -546544.656043
  nChanged 26
		SP:Iteration 59Q (7047.130000 sec): 3 clusters
  Score: Raw -549471.710560 + Penalty 2922.055437 = -546549.655122
  nChanged 21
		SP:Iteration 60F (7047.330000 sec): 3 clusters
  Score: Raw -549475.879396 + Penalty 2922.055437 = -546553.823959
  nChanged 25
		SP:Iteration 61Q (7047.520000 sec): 3 clusters
  Score: Raw -549481.020391 + Penalty 2922.055437 = -546558.964954
  nChanged 20
		SP:Iteration 62Q (7047.720000 sec): 3 clusters
  Score: Raw -549487.022646 + Penalty 2922.055437 = -546564.967209
  nChanged 24
		SP:Iteration 63Q (7047.910000 sec): 3 clusters
  Score: Raw -549493.258571 + Penalty 2922.055437 = -546571.203134
  nChanged 34
		SP:Iteration 64Q (7048.110000 sec): 3 clusters
  Score: Raw -549502.909171 + Penalty 2922.055437 = -546580.853734
  nChanged 27
		SP:Iteration 65Q (7048.310000 sec): 3 clusters
  Score: Raw -549510.321308 + Penalty 2922.055437 = -546588.265870
  nChanged 22
		SP:Iteration 66Q (7048.510000 sec): 3 clusters
  Score: Raw -549518.290520 + Penalty 2922.055437 = -546596.235083
  nChanged 31
		SP:Iteration 67Q (7048.700000 sec): 3 clusters
  Score: Raw -549528.489929 + Penalty 2922.055437 = -546606.434492
  nChanged 36
		SP:Iteration 68Q (7048.900000 sec): 3 clusters
  Score: Raw -549538.172535 + Penalty 2922.055437 = -546616.117098
  nChanged 28
		SP:Iteration 69Q (7049.100000 sec): 3 clusters
  Score: Raw -549545.536632 + Penalty 2922.055437 = -546623.481195
  nChanged 24
		SP:Iteration 70Q (7049.290000 sec): 3 clusters
  Score: Raw -549552.728369 + Penalty 2922.055437 = -546630.672932
  nChanged 26
		SP:Iteration 71Q (7049.490000 sec): 3 clusters
  Score: Raw -549559.855619 + Penalty 2922.055437 = -546637.800181
  nChanged 29
		SP:Iteration 72Q (7049.690000 sec): 3 clusters
  Score: Raw -549567.862030 + Penalty 2922.055437 = -546645.806593
  nChanged 34
		SP:Iteration 73Q (7049.880000 sec): 3 clusters
  Score: Raw -549577.142940 + Penalty 2922.055437 = -546655.087503
  nChanged 35
		SP:Iteration 74Q (7050.080000 sec): 3 clusters
  Score: Raw -549585.456645 + Penalty 2922.055437 = -546663.401207
  nChanged 25
		SP:Iteration 75Q (7050.280000 sec): 3 clusters
  Score: Raw -549590.477765 + Penalty 2922.055437 = -546668.422328
  nChanged 22
		SP:Iteration 76Q (7050.470000 sec): 3 clusters
  Score: Raw -549594.989860 + Penalty 2922.055437 = -546672.934422
  nChanged 18
		SP:Iteration 77Q (7050.670000 sec): 3 clusters
  Score: Raw -549598.868341 + Penalty 2922.055437 = -546676.812904
  nChanged 13
		SP:Iteration 78Q (7050.870000 sec): 3 clusters
  Score: Raw -549601.680071 + Penalty 2922.055437 = -546679.624634
  nChanged 17
		SP:Iteration 79Q (7051.070000 sec): 3 clusters
  Score: Raw -549605.158527 + Penalty 2922.055437 = -546683.103090
  nChanged 12
		SP:Iteration 80F (7051.260000 sec): 3 clusters
  Score: Raw -549607.950238 + Penalty 2922.055437 = -546685.894800
  nChanged 11
		SP:Iteration 81Q (7051.460000 sec): 3 clusters
  Score: Raw -549610.280890 + Penalty 2922.055437 = -546688.225453
  nChanged 10
		SP:Iteration 82Q (7051.650000 sec): 3 clusters
  Score: Raw -549611.922881 + Penalty 2922.055437 = -546689.867444
  nChanged 7
		SP:Iteration 83Q (7051.850000 sec): 3 clusters
  Score: Raw -549613.196346 + Penalty 2922.055437 = -546691.140908
  nChanged 7
		SP:Iteration 84Q (7052.050000 sec): 3 clusters
  Score: Raw -549614.694556 + Penalty 2922.055437 = -546692.639119
  nChanged 13
		SP:Iteration 85Q (7052.250000 sec): 3 clusters
  Score: Raw -549617.595022 + Penalty 2922.055437 = -546695.539584
  nChanged 13
		SP:Iteration 86Q (7052.440000 sec): 3 clusters
  Score: Raw -549620.189770 + Penalty 2922.055437 = -546698.134333
  nChanged 12
		SP:Iteration 87Q (7052.640000 sec): 3 clusters
  Score: Raw -549621.979434 + Penalty 2922.055437 = -546699.923997
  nChanged 10
		SP:Iteration 88Q (7052.830000 sec): 3 clusters
  Score: Raw -549623.751592 + Penalty 2922.055437 = -546701.696155
  nChanged 9
		SP:Iteration 89Q (7053.030000 sec): 3 clusters
  Score: Raw -549625.829673 + Penalty 2922.055437 = -546703.774236
  nChanged 14
		SP:Iteration 90Q (7053.230000 sec): 3 clusters
  Score: Raw -549628.999357 + Penalty 2922.055437 = -546706.943920
  nChanged 17
		SP:Iteration 91Q (7053.430000 sec): 3 clusters
  Score: Raw -549633.300431 + Penalty 2922.055437 = -546711.244994
  nChanged 16
		SP:Iteration 92Q (7053.620000 sec): 3 clusters
  Score: Raw -549636.963964 + Penalty 2922.055437 = -546714.908527
  nChanged 15
		SP:Iteration 93Q (7053.860000 sec): 3 clusters
  Score: Raw -549640.145615 + Penalty 2922.055437 = -546718.090178
  nChanged 14
		SP:Iteration 94Q (7054.020000 sec): 3 clusters
  Score: Raw -549644.162630 + Penalty 2922.055437 = -546722.107192
  nChanged 17
		SP:Iteration 95Q (7054.210000 sec): 3 clusters
  Score: Raw -549647.891419 + Penalty 2922.055437 = -546725.835981
  nChanged 16
		SP:Iteration 96Q (7054.410000 sec): 3 clusters
  Score: Raw -549650.724513 + Penalty 2922.055437 = -546728.669075
  nChanged 9
		SP:Iteration 97Q (7054.590000 sec): 3 clusters
  Score: Raw -549652.047188 + Penalty 2922.055437 = -546729.991751
  nChanged 6
		SP:Iteration 98Q (7054.710000 sec): 3 clusters
  Score: Raw -549652.944700 + Penalty 2922.055437 = -546730.889262
  nChanged 7
		SP:Iteration 99Q (7054.830000 sec): 3 clusters
  Score: Raw -549653.775799 + Penalty 2922.055437 = -546731.720362
  nChanged 3
		SP:Iteration 100F (7055.120000 sec): 3 clusters
  Score: Raw -549654.660684 + Penalty 2922.055437 = -546732.605247
  nChanged 6
		SP:Iteration 101Q (7055.280000 sec): 3 clusters
  Score: Raw -549656.222229 + Penalty 2922.055437 = -546734.166792
  nChanged 7
		SP:Iteration 102Q (7055.480000 sec): 3 clusters
  Score: Raw -549657.956933 + Penalty 2922.055437 = -546735.901495
  nChanged 7
		SP:Iteration 103Q (7055.680000 sec): 3 clusters
  Score: Raw -549659.044314 + Penalty 2922.055437 = -546736.988877
  nChanged 6
		SP:Iteration 104Q (7055.870000 sec): 3 clusters
  Score: Raw -549661.207816 + Penalty 2922.055437 = -546739.152379
  nChanged 6
		SP:Iteration 105Q (7056.070000 sec): 3 clusters
  Score: Raw -549661.972884 + Penalty 2922.055437 = -546739.917446
  nChanged 3
		SP:Iteration 106Q (7056.260000 sec): 3 clusters
  Score: Raw -549662.404781 + Penalty 2922.055437 = -546740.349344
  nChanged 1
		SP:Iteration 107Q (7056.460000 sec): 3 clusters
  Score: Raw -549662.529387 + Penalty 2922.055437 = -546740.473950
  nChanged 1
		SP:Iteration 108Q (7056.650000 sec): 3 clusters
  Score: Raw -549662.615988 + Penalty 2922.055437 = -546740.560551
  nChanged 4
		SP:Iteration 109Q (7056.850000 sec): 3 clusters
  Score: Raw -549663.014349 + Penalty 2922.055437 = -546740.958912
  nChanged 1
		SP:Iteration 110Q (7057.050000 sec): 3 clusters
  Score: Raw -549663.320409 + Penalty 2922.055437 = -546741.264972
  nChanged 2
		SP:Iteration 111Q (7057.240000 sec): 3 clusters
  Score: Raw -549663.534875 + Penalty 2922.055437 = -546741.479438
  nChanged 1
		SP:Iteration 112Q (7057.440000 sec): 3 clusters
  Score: Raw -549663.559385 + Penalty 2922.055437 = -546741.503948
  nChanged 1
		SP:Iteration 113Q (7057.630000 sec): 3 clusters
  Score: Raw -549663.713484 + Penalty 2922.055437 = -546741.658047
  nChanged 0
		SP:Iteration 114F (7057.830000 sec): 3 clusters
  Score: Raw -549663.713484 + Penalty 2922.055437 = -546741.658047
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7057.900000 sec): 2 clusters
  Score: Raw -98132.218426 + Penalty 1144.229395 = -96987.989031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7058.070000 sec): 3 clusters
  Score: Raw -97743.319341 + Penalty 2288.458791 = -95454.860550
  nChanged 342
		SP:Iteration 1F (7058.250000 sec): 3 clusters
  Score: Raw -98062.252843 + Penalty 2288.458791 = -95773.794052
  nChanged 96
		SP:Iteration 2F (7058.430000 sec): 3 clusters
  Score: Raw -98190.037975 + Penalty 2288.458791 = -95901.579184
  nChanged 77
		SP:Iteration 3F (7058.600000 sec): 3 clusters
  Score: Raw -98295.353764 + Penalty 2288.458791 = -96006.894973
  nChanged 51
		SP:Iteration 4Q (7058.780000 sec): 3 clusters
  Score: Raw -98369.025038 + Penalty 2288.458791 = -96080.566247
  nChanged 43
		SP:Iteration 5Q (7058.950000 sec): 3 clusters
  Score: Raw -98426.514854 + Penalty 2288.458791 = -96138.056063
  nChanged 25
		SP:Iteration 6Q (7059.130000 sec): 3 clusters
  Score: Raw -98455.264078 + Penalty 2288.458791 = -96166.805287
  nChanged 15
		SP:Iteration 7Q (7059.300000 sec): 3 clusters
  Score: Raw -98466.754147 + Penalty 2288.458791 = -96178.295356
  nChanged 15
		SP:Iteration 8Q (7059.480000 sec): 3 clusters
  Score: Raw -98480.008341 + Penalty 2288.458791 = -96191.549551
  nChanged 11
		SP:Iteration 9Q (7059.650000 sec): 3 clusters
  Score: Raw -98489.114440 + Penalty 2288.458791 = -96200.655649
  nChanged 8
		SP:Iteration 10Q (7059.830000 sec): 3 clusters
  Score: Raw -98493.619953 + Penalty 2288.458791 = -96205.161162
  nChanged 3
		SP:Iteration 11Q (7059.990000 sec): 3 clusters
  Score: Raw -98496.570291 + Penalty 2288.458791 = -96208.111501
  nChanged 7
		SP:Iteration 12Q (7060.150000 sec): 3 clusters
  Score: Raw -98503.021875 + Penalty 2288.458791 = -96214.563084
  nChanged 7
		SP:Iteration 13Q (7060.320000 sec): 3 clusters
  Score: Raw -98508.540484 + Penalty 2288.458791 = -96220.081693
  nChanged 9
		SP:Iteration 14Q (7060.500000 sec): 3 clusters
  Score: Raw -98517.187991 + Penalty 2288.458791 = -96228.729200
  nChanged 7
		SP:Iteration 15Q (7060.670000 sec): 3 clusters
  Score: Raw -98521.690893 + Penalty 2288.458791 = -96233.232102
  nChanged 4
		SP:Iteration 16Q (7060.850000 sec): 3 clusters
  Score: Raw -98524.461219 + Penalty 2288.458791 = -96236.002428
  nChanged 2
		SP:Iteration 17Q (7061.030000 sec): 3 clusters
  Score: Raw -98525.908710 + Penalty 2288.458791 = -96237.449919
  nChanged 0
		SP:Iteration 18F (7061.200000 sec): 3 clusters
  Score: Raw -98525.908710 + Penalty 2288.458791 = -96237.449919
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (15749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7061.390000 sec): 2 clusters
  Score: Raw -1336158.715454 + Penalty 1570.486474 = -1334588.228980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7061.670000 sec): 3 clusters
  Score: Raw -1327106.531448 + Penalty 3140.972949 = -1323965.558499
  nChanged 6904
		SP:Iteration 1F (7061.940000 sec): 3 clusters
  Score: Raw -1331628.015752 + Penalty 3140.972949 = -1328487.042804
  nChanged 1358
		SP:Iteration 2F (7062.200000 sec): 3 clusters
  Score: Raw -1332781.350834 + Penalty 3140.972949 = -1329640.377886
  nChanged 1289
		SP:Iteration 3F (7062.470000 sec): 3 clusters
  Score: Raw -1333827.176663 + Penalty 3140.972949 = -1330686.203714
  nChanged 1130
		SP:Iteration 4F (7062.740000 sec): 3 clusters
  Score: Raw -1334678.042644 + Penalty 3140.972949 = -1331537.069695
  nChanged 928
		SP:Iteration 5F (7063.000000 sec): 3 clusters
  Score: Raw -1335387.636783 + Penalty 3140.972949 = -1332246.663834
  nChanged 729
		SP:Iteration 6Q (7063.300000 sec): 3 clusters
  Score: Raw -1335902.230109 + Penalty 3140.972949 = -1332761.257160
  nChanged 599
		SP:Iteration 7Q (7063.610000 sec): 3 clusters
  Score: Raw -1336238.977927 + Penalty 3140.972949 = -1333098.004978
  nChanged 432
		SP:Iteration 8Q (7063.920000 sec): 3 clusters
  Score: Raw -1336441.491993 + Penalty 3140.972949 = -1333300.519044
  nChanged 311
		SP:Iteration 9Q (7064.220000 sec): 3 clusters
  Score: Raw -1336580.952002 + Penalty 3140.972949 = -1333439.979053
  nChanged 292
		SP:Iteration 10Q (7064.530000 sec): 3 clusters
  Score: Raw -1336712.040592 + Penalty 3140.972949 = -1333571.067643
  nChanged 265
		SP:Iteration 11Q (7064.790000 sec): 3 clusters
  Score: Raw -1336816.177261 + Penalty 3140.972949 = -1333675.204312
  nChanged 248
		SP:Iteration 12Q (7065.030000 sec): 3 clusters
  Score: Raw -1336914.649624 + Penalty 3140.972949 = -1333773.676676
  nChanged 228
		SP:Iteration 13Q (7065.260000 sec): 3 clusters
  Score: Raw -1336988.474623 + Penalty 3140.972949 = -1333847.501674
  nChanged 187
		SP:Iteration 14Q (7065.550000 sec): 3 clusters
  Score: Raw -1337041.207742 + Penalty 3140.972949 = -1333900.234793
  nChanged 167
		SP:Iteration 15Q (7065.850000 sec): 3 clusters
  Score: Raw -1337088.912579 + Penalty 3140.972949 = -1333947.939630
  nChanged 139
		SP:Iteration 16Q (7066.150000 sec): 3 clusters
  Score: Raw -1337124.464879 + Penalty 3140.972949 = -1333983.491931
  nChanged 116
		SP:Iteration 17Q (7066.460000 sec): 3 clusters
  Score: Raw -1337155.700809 + Penalty 3140.972949 = -1334014.727860
  nChanged 110
		SP:Iteration 18Q (7066.760000 sec): 3 clusters
  Score: Raw -1337183.141456 + Penalty 3140.972949 = -1334042.168507
  nChanged 98
		SP:Iteration 19Q (7067.060000 sec): 3 clusters
  Score: Raw -1337204.038635 + Penalty 3140.972949 = -1334063.065686
  nChanged 83
		SP:Iteration 20F (7067.370000 sec): 3 clusters
  Score: Raw -1337221.022803 + Penalty 3140.972949 = -1334080.049855
  nChanged 71
		SP:Iteration 21Q (7067.570000 sec): 3 clusters
  Score: Raw -1337235.276722 + Penalty 3140.972949 = -1334094.303773
  nChanged 65
		SP:Iteration 22Q (7067.860000 sec): 3 clusters
  Score: Raw -1337246.600612 + Penalty 3140.972949 = -1334105.627663
  nChanged 67
		SP:Iteration 23Q (7068.120000 sec): 3 clusters
  Score: Raw -1337265.700892 + Penalty 3140.972949 = -1334124.727943
  nChanged 80
		SP:Iteration 24Q (7068.390000 sec): 3 clusters
  Score: Raw -1337292.056123 + Penalty 3140.972949 = -1334151.083174
  nChanged 108
		SP:Iteration 25Q (7068.660000 sec): 3 clusters
  Score: Raw -1337319.560852 + Penalty 3140.972949 = -1334178.587903
  nChanged 73
		SP:Iteration 26Q (7068.860000 sec): 3 clusters
  Score: Raw -1337336.761723 + Penalty 3140.972949 = -1334195.788775
  nChanged 72
		SP:Iteration 27Q (7069.150000 sec): 3 clusters
  Score: Raw -1337356.421097 + Penalty 3140.972949 = -1334215.448148
  nChanged 68
		SP:Iteration 28Q (7069.460000 sec): 3 clusters
  Score: Raw -1337372.425703 + Penalty 3140.972949 = -1334231.452754
  nChanged 60
		SP:Iteration 29Q (7069.720000 sec): 3 clusters
  Score: Raw -1337385.888033 + Penalty 3140.972949 = -1334244.915084
  nChanged 51
		SP:Iteration 30Q (7069.990000 sec): 3 clusters
  Score: Raw -1337395.761002 + Penalty 3140.972949 = -1334254.788053
  nChanged 43
		SP:Iteration 31Q (7070.220000 sec): 3 clusters
  Score: Raw -1337404.070908 + Penalty 3140.972949 = -1334263.097959
  nChanged 41
		SP:Iteration 32Q (7070.490000 sec): 3 clusters
  Score: Raw -1337409.863419 + Penalty 3140.972949 = -1334268.890470
  nChanged 28
		SP:Iteration 33Q (7070.760000 sec): 3 clusters
  Score: Raw -1337412.846101 + Penalty 3140.972949 = -1334271.873152
  nChanged 21
		SP:Iteration 34Q (7071.040000 sec): 3 clusters
  Score: Raw -1337415.404992 + Penalty 3140.972949 = -1334274.432043
  nChanged 21
		SP:Iteration 35Q (7071.290000 sec): 3 clusters
  Score: Raw -1337418.522212 + Penalty 3140.972949 = -1334277.549263
  nChanged 23
		SP:Iteration 36Q (7071.560000 sec): 3 clusters
  Score: Raw -1337421.784016 + Penalty 3140.972949 = -1334280.811068
  nChanged 15
		SP:Iteration 37Q (7071.740000 sec): 3 clusters
  Score: Raw -1337424.085757 + Penalty 3140.972949 = -1334283.112808
  nChanged 23
		SP:Iteration 38Q (7072.050000 sec): 3 clusters
  Score: Raw -1337427.064116 + Penalty 3140.972949 = -1334286.091167
  nChanged 17
		SP:Iteration 39Q (7072.280000 sec): 3 clusters
  Score: Raw -1337429.720788 + Penalty 3140.972949 = -1334288.747839
  nChanged 22
		SP:Iteration 40F (7072.550000 sec): 3 clusters
  Score: Raw -1337432.267562 + Penalty 3140.972949 = -1334291.294614
  nChanged 11
		SP:Iteration 41Q (7072.820000 sec): 3 clusters
  Score: Raw -1337433.770266 + Penalty 3140.972949 = -1334292.797318
  nChanged 14
		SP:Iteration 42Q (7073.120000 sec): 3 clusters
  Score: Raw -1337435.923726 + Penalty 3140.972949 = -1334294.950777
  nChanged 14
		SP:Iteration 43Q (7073.390000 sec): 3 clusters
  Score: Raw -1337438.149768 + Penalty 3140.972949 = -1334297.176819
  nChanged 13
		SP:Iteration 44Q (7073.660000 sec): 3 clusters
  Score: Raw -1337439.949263 + Penalty 3140.972949 = -1334298.976315
  nChanged 9
		SP:Iteration 45Q (7073.890000 sec): 3 clusters
  Score: Raw -1337441.220964 + Penalty 3140.972949 = -1334300.248016
  nChanged 14
		SP:Iteration 46Q (7074.160000 sec): 3 clusters
  Score: Raw -1337442.228967 + Penalty 3140.972949 = -1334301.256018
  nChanged 6
		SP:Iteration 47Q (7074.420000 sec): 3 clusters
  Score: Raw -1337442.981374 + Penalty 3140.972949 = -1334302.008426
  nChanged 7
		SP:Iteration 48Q (7074.680000 sec): 3 clusters
  Score: Raw -1337443.679150 + Penalty 3140.972949 = -1334302.706201
  nChanged 7
		SP:Iteration 49Q (7074.950000 sec): 3 clusters
  Score: Raw -1337444.288292 + Penalty 3140.972949 = -1334303.315344
  nChanged 7
		SP:Iteration 50Q (7075.210000 sec): 3 clusters
  Score: Raw -1337444.834033 + Penalty 3140.972949 = -1334303.861084
  nChanged 5
		SP:Iteration 51Q (7075.470000 sec): 3 clusters
  Score: Raw -1337445.378917 + Penalty 3140.972949 = -1334304.405968
  nChanged 6
		SP:Iteration 52Q (7075.720000 sec): 3 clusters
  Score: Raw -1337445.894678 + Penalty 3140.972949 = -1334304.921729
  nChanged 4
		SP:Iteration 53Q (7076.000000 sec): 3 clusters
  Score: Raw -1337446.518285 + Penalty 3140.972949 = -1334305.545336
  nChanged 8
		SP:Iteration 54Q (7076.210000 sec): 3 clusters
  Score: Raw -1337447.413806 + Penalty 3140.972949 = -1334306.440858
  nChanged 12
		SP:Iteration 55Q (7076.530000 sec): 3 clusters
  Score: Raw -1337448.771091 + Penalty 3140.972949 = -1334307.798142
  nChanged 5
		SP:Iteration 56Q (7076.800000 sec): 3 clusters
  Score: Raw -1337449.611337 + Penalty 3140.972949 = -1334308.638388
  nChanged 8
		SP:Iteration 57Q (7077.060000 sec): 3 clusters
  Score: Raw -1337451.206910 + Penalty 3140.972949 = -1334310.233961
  nChanged 10
		SP:Iteration 58Q (7077.330000 sec): 3 clusters
  Score: Raw -1337452.707040 + Penalty 3140.972949 = -1334311.734091
  nChanged 8
		SP:Iteration 59Q (7077.600000 sec): 3 clusters
  Score: Raw -1337453.781509 + Penalty 3140.972949 = -1334312.808560
  nChanged 10
		SP:Iteration 60F (7077.870000 sec): 3 clusters
  Score: Raw -1337455.368781 + Penalty 3140.972949 = -1334314.395832
  nChanged 7
		SP:Iteration 61Q (7078.100000 sec): 3 clusters
  Score: Raw -1337456.001834 + Penalty 3140.972949 = -1334315.028885
  nChanged 2
		SP:Iteration 62Q (7078.370000 sec): 3 clusters
  Score: Raw -1337456.151141 + Penalty 3140.972949 = -1334315.178192
  nChanged 3
		SP:Iteration 63Q (7078.640000 sec): 3 clusters
  Score: Raw -1337456.520199 + Penalty 3140.972949 = -1334315.547250
  nChanged 2
		SP:Iteration 64Q (7078.910000 sec): 3 clusters
  Score: Raw -1337456.659433 + Penalty 3140.972949 = -1334315.686484
  nChanged 0
		SP:Iteration 65F (7079.170000 sec): 3 clusters
  Score: Raw -1337456.659433 + Penalty 3140.972949 = -1334315.686484
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (1013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7079.270000 sec): 2 clusters
  Score: Raw -75798.118267 + Penalty 1124.609119 = -74673.509147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7079.420000 sec): 3 clusters
  Score: Raw -75523.583755 + Penalty 2249.218239 = -73274.365516
  nChanged 329
		SP:Iteration 1F (7079.590000 sec): 3 clusters
  Score: Raw -75830.407828 + Penalty 2249.218239 = -73581.189589
  nChanged 91
		SP:Iteration 2F (7079.770000 sec): 3 clusters
  Score: Raw -75982.857950 + Penalty 2249.218239 = -73733.639711
  nChanged 74
		SP:Iteration 3F (7079.950000 sec): 3 clusters
  Score: Raw -76135.122160 + Penalty 2249.218239 = -73885.903921
  nChanged 75
		SP:Iteration 4F (7080.120000 sec): 3 clusters
  Score: Raw -76269.629744 + Penalty 2249.218239 = -74020.411505
  nChanged 58
		SP:Iteration 5F (7080.300000 sec): 3 clusters
  Score: Raw -76407.319183 + Penalty 2249.218239 = -74158.100944
  nChanged 36
		SP:Iteration 6Q (7080.470000 sec): 3 clusters
  Score: Raw -76510.903484 + Penalty 2249.218239 = -74261.685245
  nChanged 34
		SP:Iteration 7Q (7080.650000 sec): 3 clusters
  Score: Raw -76592.578382 + Penalty 2249.218239 = -74343.360143
  nChanged 26
		SP:Iteration 8Q (7080.820000 sec): 3 clusters
  Score: Raw -76637.151799 + Penalty 2249.218239 = -74387.933560
  nChanged 21
		SP:Iteration 9Q (7081.000000 sec): 3 clusters
  Score: Raw -76679.121324 + Penalty 2249.218239 = -74429.903085
  nChanged 19
		SP:Iteration 10Q (7081.170000 sec): 3 clusters
  Score: Raw -76701.109666 + Penalty 2249.218239 = -74451.891427
  nChanged 6
		SP:Iteration 11Q (7081.390000 sec): 3 clusters
  Score: Raw -76731.035358 + Penalty 2249.218239 = -74481.817119
  nChanged 8
		SP:Iteration 12Q (7081.570000 sec): 3 clusters
  Score: Raw -76741.422117 + Penalty 2249.218239 = -74492.203878
  nChanged 5
		SP:Iteration 13Q (7081.740000 sec): 3 clusters
  Score: Raw -76745.832007 + Penalty 2249.218239 = -74496.613768
  nChanged 5
		SP:Iteration 14Q (7081.910000 sec): 3 clusters
  Score: Raw -76748.829700 + Penalty 2249.218239 = -74499.611461
  nChanged 2
		SP:Iteration 15Q (7082.090000 sec): 3 clusters
  Score: Raw -76749.976977 + Penalty 2249.218239 = -74500.758739
  nChanged 0
		SP:Iteration 16F (7082.260000 sec): 3 clusters
  Score: Raw -76749.976977 + Penalty 2249.218239 = -74500.758739
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (5122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7082.320000 sec): 2 clusters
  Score: Raw -395466.518847 + Penalty 1387.961293 = -394078.557554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7082.550000 sec): 3 clusters
  Score: Raw -392831.527866 + Penalty 2775.922587 = -390055.605280
  nChanged 2063
		SP:Iteration 1F (7082.700000 sec): 3 clusters
  Score: Raw -394168.989636 + Penalty 2775.922587 = -391393.067049
  nChanged 468
		SP:Iteration 2F (7082.880000 sec): 3 clusters
  Score: Raw -394596.067780 + Penalty 2775.922587 = -391820.145194
  nChanged 409
		SP:Iteration 3F (7083.050000 sec): 3 clusters
  Score: Raw -394976.937952 + Penalty 2775.922587 = -392201.015365
  nChanged 349
		SP:Iteration 4F (7083.230000 sec): 3 clusters
  Score: Raw -395369.311970 + Penalty 2775.922587 = -392593.389383
  nChanged 352
		SP:Iteration 5F (7083.400000 sec): 3 clusters
  Score: Raw -395751.377295 + Penalty 2775.922587 = -392975.454709
  nChanged 316
		SP:Iteration 6F (7083.570000 sec): 3 clusters
  Score: Raw -396159.152734 + Penalty 2775.922587 = -393383.230147
  nChanged 279
		SP:Iteration 7F (7083.750000 sec): 3 clusters
  Score: Raw -396490.728645 + Penalty 2775.922587 = -393714.806058
  nChanged 211
		SP:Iteration 8Q (7083.920000 sec): 3 clusters
  Score: Raw -396725.164533 + Penalty 2775.922587 = -393949.241946
  nChanged 163
		SP:Iteration 9Q (7084.100000 sec): 3 clusters
  Score: Raw -396892.829006 + Penalty 2775.922587 = -394116.906420
  nChanged 140
		SP:Iteration 10Q (7084.270000 sec): 3 clusters
  Score: Raw -397039.486568 + Penalty 2775.922587 = -394263.563981
  nChanged 128
		SP:Iteration 11Q (7084.450000 sec): 3 clusters
  Score: Raw -397144.557953 + Penalty 2775.922587 = -394368.635367
  nChanged 98
		SP:Iteration 12Q (7084.620000 sec): 3 clusters
  Score: Raw -397210.112400 + Penalty 2775.922587 = -394434.189814
  nChanged 70
		SP:Iteration 13Q (7084.790000 sec): 3 clusters
  Score: Raw -397251.976854 + Penalty 2775.922587 = -394476.054267
  nChanged 57
		SP:Iteration 14Q (7084.970000 sec): 3 clusters
  Score: Raw -397284.944784 + Penalty 2775.922587 = -394509.022197
  nChanged 49
		SP:Iteration 15Q (7085.140000 sec): 3 clusters
  Score: Raw -397303.470128 + Penalty 2775.922587 = -394527.547541
  nChanged 32
		SP:Iteration 16Q (7085.320000 sec): 3 clusters
  Score: Raw -397315.338810 + Penalty 2775.922587 = -394539.416223
  nChanged 25
		SP:Iteration 17Q (7085.490000 sec): 3 clusters
  Score: Raw -397324.882011 + Penalty 2775.922587 = -394548.959424
  nChanged 17
		SP:Iteration 18Q (7085.670000 sec): 3 clusters
  Score: Raw -397331.026781 + Penalty 2775.922587 = -394555.104195
  nChanged 15
		SP:Iteration 19Q (7085.840000 sec): 3 clusters
  Score: Raw -397335.030362 + Penalty 2775.922587 = -394559.107775
  nChanged 13
		SP:Iteration 20F (7086.010000 sec): 3 clusters
  Score: Raw -397339.004998 + Penalty 2775.922587 = -394563.082411
  nChanged 11
		SP:Iteration 21Q (7086.190000 sec): 3 clusters
  Score: Raw -397342.001272 + Penalty 2775.922587 = -394566.078685
  nChanged 10
		SP:Iteration 22Q (7086.370000 sec): 3 clusters
  Score: Raw -397344.572634 + Penalty 2775.922587 = -394568.650048
  nChanged 13
		SP:Iteration 23Q (7086.540000 sec): 3 clusters
  Score: Raw -397351.657402 + Penalty 2775.922587 = -394575.734815
  nChanged 16
		SP:Iteration 24Q (7086.710000 sec): 3 clusters
  Score: Raw -397357.324204 + Penalty 2775.922587 = -394581.401617
  nChanged 17
		SP:Iteration 25Q (7086.890000 sec): 3 clusters
  Score: Raw -397362.323060 + Penalty 2775.922587 = -394586.400474
  nChanged 13
		SP:Iteration 26Q (7087.060000 sec): 3 clusters
  Score: Raw -397365.018323 + Penalty 2775.922587 = -394589.095736
  nChanged 7
		SP:Iteration 27Q (7087.240000 sec): 3 clusters
  Score: Raw -397366.734307 + Penalty 2775.922587 = -394590.811721
  nChanged 9
		SP:Iteration 28Q (7087.410000 sec): 3 clusters
  Score: Raw -397369.670076 + Penalty 2775.922587 = -394593.747489
  nChanged 7
		SP:Iteration 29Q (7087.590000 sec): 3 clusters
  Score: Raw -397371.886472 + Penalty 2775.922587 = -394595.963886
  nChanged 8
		SP:Iteration 30Q (7087.760000 sec): 3 clusters
  Score: Raw -397373.734301 + Penalty 2775.922587 = -394597.811714
  nChanged 4
		SP:Iteration 31Q (7087.940000 sec): 3 clusters
  Score: Raw -397374.521340 + Penalty 2775.922587 = -394598.598754
  nChanged 3
		SP:Iteration 32Q (7088.110000 sec): 3 clusters
  Score: Raw -397375.186729 + Penalty 2775.922587 = -394599.264142
  nChanged 2
		SP:Iteration 33Q (7088.290000 sec): 3 clusters
  Score: Raw -397375.430425 + Penalty 2775.922587 = -394599.507839
  nChanged 2
		SP:Iteration 34Q (7088.460000 sec): 3 clusters
  Score: Raw -397375.953085 + Penalty 2775.922587 = -394600.030499
  nChanged 3
		SP:Iteration 35Q (7088.630000 sec): 3 clusters
  Score: Raw -397376.322782 + Penalty 2775.922587 = -394600.400195
  nChanged 0
		SP:Iteration 36F (7088.810000 sec): 3 clusters
  Score: Raw -397376.322782 + Penalty 2775.922587 = -394600.400195
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (17944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7089.010000 sec): 2 clusters
  Score: Raw -1390119.513943 + Penalty 1591.689300 = -1388527.824643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7089.280000 sec): 3 clusters
  Score: Raw -1379455.514583 + Penalty 3183.378600 = -1376272.135984
  nChanged 8068
		SP:Iteration 1F (7089.500000 sec): 3 clusters
  Score: Raw -1384660.934160 + Penalty 3183.378600 = -1381477.555560
  nChanged 1538
		SP:Iteration 2F (7089.820000 sec): 3 clusters
  Score: Raw -1385883.962832 + Penalty 3183.378600 = -1382700.584232
  nChanged 1497
		SP:Iteration 3F (7090.110000 sec): 3 clusters
  Score: Raw -1387135.634023 + Penalty 3183.378600 = -1383952.255423
  nChanged 1336
		SP:Iteration 4F (7090.400000 sec): 3 clusters
  Score: Raw -1388155.552264 + Penalty 3183.378600 = -1384972.173664
  nChanged 1083
		SP:Iteration 5F (7090.690000 sec): 3 clusters
  Score: Raw -1388967.216764 + Penalty 3183.378600 = -1385783.838164
  nChanged 906
		SP:Iteration 6F (7090.980000 sec): 3 clusters
  Score: Raw -1389565.704460 + Penalty 3183.378600 = -1386382.325860
  nChanged 701
		SP:Iteration 7Q (7091.270000 sec): 3 clusters
  Score: Raw -1389932.596521 + Penalty 3183.378600 = -1386749.217921
  nChanged 525
		SP:Iteration 8Q (7091.610000 sec): 3 clusters
  Score: Raw -1390172.819032 + Penalty 3183.378600 = -1386989.440433
  nChanged 420
		SP:Iteration 9Q (7091.930000 sec): 3 clusters
  Score: Raw -1390354.599000 + Penalty 3183.378600 = -1387171.220400
  nChanged 359
		SP:Iteration 10Q (7092.230000 sec): 3 clusters
  Score: Raw -1390501.180280 + Penalty 3183.378600 = -1387317.801680
  nChanged 326
		SP:Iteration 11Q (7092.570000 sec): 3 clusters
  Score: Raw -1390622.164554 + Penalty 3183.378600 = -1387438.785954
  nChanged 288
		SP:Iteration 12Q (7092.850000 sec): 3 clusters
  Score: Raw -1390730.225977 + Penalty 3183.378600 = -1387546.847377
  nChanged 245
		SP:Iteration 13Q (7093.110000 sec): 3 clusters
  Score: Raw -1390807.635018 + Penalty 3183.378600 = -1387624.256418
  nChanged 197
		SP:Iteration 14Q (7093.420000 sec): 3 clusters
  Score: Raw -1390862.302775 + Penalty 3183.378600 = -1387678.924175
  nChanged 178
		SP:Iteration 15Q (7093.740000 sec): 3 clusters
  Score: Raw -1390910.500629 + Penalty 3183.378600 = -1387727.122029
  nChanged 163
		SP:Iteration 16Q (7094.150000 sec): 3 clusters
  Score: Raw -1390948.718420 + Penalty 3183.378600 = -1387765.339821
  nChanged 134
		SP:Iteration 17Q (7094.440000 sec): 3 clusters
  Score: Raw -1390977.474440 + Penalty 3183.378600 = -1387794.095841
  nChanged 120
		SP:Iteration 18Q (7094.720000 sec): 3 clusters
  Score: Raw -1391003.583203 + Penalty 3183.378600 = -1387820.204603
  nChanged 124
		SP:Iteration 19Q (7095.010000 sec): 3 clusters
  Score: Raw -1391032.279146 + Penalty 3183.378600 = -1387848.900546
  nChanged 108
		SP:Iteration 20F (7095.290000 sec): 3 clusters
  Score: Raw -1391053.707850 + Penalty 3183.378600 = -1387870.329250
  nChanged 113
		SP:Iteration 21Q (7095.570000 sec): 3 clusters
  Score: Raw -1391074.940745 + Penalty 3183.378600 = -1387891.562145
  nChanged 91
		SP:Iteration 22Q (7095.850000 sec): 3 clusters
  Score: Raw -1391092.929100 + Penalty 3183.378600 = -1387909.550500
  nChanged 97
		SP:Iteration 23Q (7096.140000 sec): 3 clusters
  Score: Raw -1391109.017226 + Penalty 3183.378600 = -1387925.638626
  nChanged 78
		SP:Iteration 24Q (7096.420000 sec): 3 clusters
  Score: Raw -1391121.011180 + Penalty 3183.378600 = -1387937.632580
  nChanged 59
		SP:Iteration 25Q (7096.710000 sec): 3 clusters
  Score: Raw -1391131.171959 + Penalty 3183.378600 = -1387947.793360
  nChanged 59
		SP:Iteration 26Q (7096.990000 sec): 3 clusters
  Score: Raw -1391141.249662 + Penalty 3183.378600 = -1387957.871063
  nChanged 63
		SP:Iteration 27Q (7097.270000 sec): 3 clusters
  Score: Raw -1391154.328183 + Penalty 3183.378600 = -1387970.949583
  nChanged 68
		SP:Iteration 28Q (7097.550000 sec): 3 clusters
  Score: Raw -1391171.262985 + Penalty 3183.378600 = -1387987.884385
  nChanged 70
		SP:Iteration 29Q (7097.840000 sec): 3 clusters
  Score: Raw -1391188.291470 + Penalty 3183.378600 = -1388004.912870
  nChanged 81
		SP:Iteration 30Q (7098.120000 sec): 3 clusters
  Score: Raw -1391209.524982 + Penalty 3183.378600 = -1388026.146382
  nChanged 93
		SP:Iteration 31Q (7098.410000 sec): 3 clusters
  Score: Raw -1391233.859914 + Penalty 3183.378600 = -1388050.481315
  nChanged 96
		SP:Iteration 32Q (7098.700000 sec): 3 clusters
  Score: Raw -1391257.599747 + Penalty 3183.378600 = -1388074.221147
  nChanged 93
		SP:Iteration 33Q (7099.030000 sec): 3 clusters
  Score: Raw -1391281.294058 + Penalty 3183.378600 = -1388097.915458
  nChanged 90
		SP:Iteration 34Q (7099.360000 sec): 3 clusters
  Score: Raw -1391304.974804 + Penalty 3183.378600 = -1388121.596204
  nChanged 85
		SP:Iteration 35Q (7099.700000 sec): 3 clusters
  Score: Raw -1391326.403227 + Penalty 3183.378600 = -1388143.024627
  nChanged 89
		SP:Iteration 36Q (7099.990000 sec): 3 clusters
  Score: Raw -1391353.901755 + Penalty 3183.378600 = -1388170.523155
  nChanged 97
		SP:Iteration 37Q (7100.270000 sec): 3 clusters
  Score: Raw -1391384.716998 + Penalty 3183.378600 = -1388201.338398
  nChanged 91
		SP:Iteration 38Q (7100.530000 sec): 3 clusters
  Score: Raw -1391411.777208 + Penalty 3183.378600 = -1388228.398608
  nChanged 95
		SP:Iteration 39Q (7100.780000 sec): 3 clusters
  Score: Raw -1391436.704935 + Penalty 3183.378600 = -1388253.326335
  nChanged 92
		SP:Iteration 40F (7101.080000 sec): 3 clusters
  Score: Raw -1391456.254510 + Penalty 3183.378600 = -1388272.875910
  nChanged 87
		SP:Iteration 41Q (7101.300000 sec): 3 clusters
  Score: Raw -1391474.512007 + Penalty 3183.378600 = -1388291.133408
  nChanged 76
		SP:Iteration 42Q (7101.610000 sec): 3 clusters
  Score: Raw -1391493.662327 + Penalty 3183.378600 = -1388310.283728
  nChanged 72
		SP:Iteration 43Q (7101.910000 sec): 3 clusters
  Score: Raw -1391510.732756 + Penalty 3183.378600 = -1388327.354156
  nChanged 60
		SP:Iteration 44Q (7102.280000 sec): 3 clusters
  Score: Raw -1391523.386452 + Penalty 3183.378600 = -1388340.007852
  nChanged 64
		SP:Iteration 45Q (7102.530000 sec): 3 clusters
  Score: Raw -1391536.722480 + Penalty 3183.378600 = -1388353.343880
  nChanged 67
		SP:Iteration 46Q (7102.840000 sec): 3 clusters
  Score: Raw -1391547.323462 + Penalty 3183.378600 = -1388363.944863
  nChanged 49
		SP:Iteration 47Q (7103.150000 sec): 3 clusters
  Score: Raw -1391553.225277 + Penalty 3183.378600 = -1388369.846677
  nChanged 41
		SP:Iteration 48Q (7103.530000 sec): 3 clusters
  Score: Raw -1391559.170531 + Penalty 3183.378600 = -1388375.791931
  nChanged 29
		SP:Iteration 49Q (7103.760000 sec): 3 clusters
  Score: Raw -1391563.673033 + Penalty 3183.378600 = -1388380.294434
  nChanged 31
		SP:Iteration 50Q (7104.020000 sec): 3 clusters
  Score: Raw -1391567.091288 + Penalty 3183.378600 = -1388383.712688
  nChanged 17
		SP:Iteration 51Q (7104.250000 sec): 3 clusters
  Score: Raw -1391568.942013 + Penalty 3183.378600 = -1388385.563413
  nChanged 10
		SP:Iteration 52Q (7104.540000 sec): 3 clusters
  Score: Raw -1391569.971148 + Penalty 3183.378600 = -1388386.592548
  nChanged 11
		SP:Iteration 53Q (7104.750000 sec): 3 clusters
  Score: Raw -1391570.889561 + Penalty 3183.378600 = -1388387.510961
  nChanged 12
		SP:Iteration 54Q (7104.990000 sec): 3 clusters
  Score: Raw -1391571.893578 + Penalty 3183.378600 = -1388388.514978
  nChanged 7
		SP:Iteration 55Q (7105.290000 sec): 3 clusters
  Score: Raw -1391572.526421 + Penalty 3183.378600 = -1388389.147821
  nChanged 9
		SP:Iteration 56Q (7105.670000 sec): 3 clusters
  Score: Raw -1391573.326654 + Penalty 3183.378600 = -1388389.948054
  nChanged 8
		SP:Iteration 57Q (7105.920000 sec): 3 clusters
  Score: Raw -1391574.310493 + Penalty 3183.378600 = -1388390.931893
  nChanged 12
		SP:Iteration 58Q (7106.290000 sec): 3 clusters
  Score: Raw -1391575.668573 + Penalty 3183.378600 = -1388392.289973
  nChanged 14
		SP:Iteration 59Q (7106.550000 sec): 3 clusters
  Score: Raw -1391577.391668 + Penalty 3183.378600 = -1388394.013068
  nChanged 14
		SP:Iteration 60F (7106.870000 sec): 3 clusters
  Score: Raw -1391579.052625 + Penalty 3183.378600 = -1388395.674025
  nChanged 13
		SP:Iteration 61Q (7107.130000 sec): 3 clusters
  Score: Raw -1391581.330169 + Penalty 3183.378600 = -1388397.951569
  nChanged 18
		SP:Iteration 62Q (7107.420000 sec): 3 clusters
  Score: Raw -1391583.442311 + Penalty 3183.378600 = -1388400.063711
  nChanged 17
		SP:Iteration 63Q (7107.700000 sec): 3 clusters
  Score: Raw -1391585.716064 + Penalty 3183.378600 = -1388402.337464
  nChanged 22
		SP:Iteration 64Q (7107.980000 sec): 3 clusters
  Score: Raw -1391587.763796 + Penalty 3183.378600 = -1388404.385197
  nChanged 13
		SP:Iteration 65Q (7108.270000 sec): 3 clusters
  Score: Raw -1391589.049214 + Penalty 3183.378600 = -1388405.670615
  nChanged 11
		SP:Iteration 66Q (7108.550000 sec): 3 clusters
  Score: Raw -1391589.969889 + Penalty 3183.378600 = -1388406.591289
  nChanged 10
		SP:Iteration 67Q (7108.840000 sec): 3 clusters
  Score: Raw -1391590.559776 + Penalty 3183.378600 = -1388407.181177
  nChanged 6
		SP:Iteration 68Q (7109.120000 sec): 3 clusters
  Score: Raw -1391591.218953 + Penalty 3183.378600 = -1388407.840353
  nChanged 9
		SP:Iteration 69Q (7109.450000 sec): 3 clusters
  Score: Raw -1391592.046525 + Penalty 3183.378600 = -1388408.667925
  nChanged 4
		SP:Iteration 70Q (7109.770000 sec): 3 clusters
  Score: Raw -1391592.237850 + Penalty 3183.378600 = -1388408.859250
  nChanged 5
		SP:Iteration 71Q (7110.060000 sec): 3 clusters
  Score: Raw -1391592.607836 + Penalty 3183.378600 = -1388409.229236
  nChanged 3
		SP:Iteration 72Q (7110.340000 sec): 3 clusters
  Score: Raw -1391592.814557 + Penalty 3183.378600 = -1388409.435957
  nChanged 3
		SP:Iteration 73Q (7110.620000 sec): 3 clusters
  Score: Raw -1391593.038855 + Penalty 3183.378600 = -1388409.660255
  nChanged 2
		SP:Iteration 74Q (7110.900000 sec): 3 clusters
  Score: Raw -1391593.146774 + Penalty 3183.378600 = -1388409.768174
  nChanged 3
		SP:Iteration 75Q (7111.190000 sec): 3 clusters
  Score: Raw -1391593.297058 + Penalty 3183.378600 = -1388409.918458
  nChanged 2
		SP:Iteration 76Q (7111.470000 sec): 3 clusters
  Score: Raw -1391593.425840 + Penalty 3183.378600 = -1388410.047240
  nChanged 2
		SP:Iteration 77Q (7111.760000 sec): 3 clusters
  Score: Raw -1391593.660025 + Penalty 3183.378600 = -1388410.281425
  nChanged 1
		SP:Iteration 78Q (7112.040000 sec): 3 clusters
  Score: Raw -1391593.789066 + Penalty 3183.378600 = -1388410.410466
  nChanged 1
		SP:Iteration 79Q (7112.330000 sec): 3 clusters
  Score: Raw -1391593.886355 + Penalty 3183.378600 = -1388410.507756
  nChanged 0
		SP:Iteration 80F (7112.610000 sec): 3 clusters
  Score: Raw -1391593.886355 + Penalty 3183.378600 = -1388410.507756
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (5102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7112.710000 sec): 2 clusters
  Score: Raw -394237.737801 + Penalty 1387.325534 = -392850.412267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7112.880000 sec): 3 clusters
  Score: Raw -391654.524459 + Penalty 2774.651067 = -388879.873392
  nChanged 2029
		SP:Iteration 1F (7113.050000 sec): 3 clusters
  Score: Raw -392938.182139 + Penalty 2774.651067 = -390163.531071
  nChanged 482
		SP:Iteration 2F (7113.230000 sec): 3 clusters
  Score: Raw -393363.336094 + Penalty 2774.651067 = -390588.685027
  nChanged 391
		SP:Iteration 3F (7113.410000 sec): 3 clusters
  Score: Raw -393727.093416 + Penalty 2774.651067 = -390952.442349
  nChanged 341
		SP:Iteration 4F (7113.580000 sec): 3 clusters
  Score: Raw -394043.417813 + Penalty 2774.651067 = -391268.766746
  nChanged 272
		SP:Iteration 5F (7113.760000 sec): 3 clusters
  Score: Raw -394295.157003 + Penalty 2774.651067 = -391520.505936
  nChanged 247
		SP:Iteration 6Q (7113.930000 sec): 3 clusters
  Score: Raw -394541.863845 + Penalty 2774.651067 = -391767.212778
  nChanged 204
		SP:Iteration 7Q (7114.110000 sec): 3 clusters
  Score: Raw -394744.586223 + Penalty 2774.651067 = -391969.935156
  nChanged 187
		SP:Iteration 8Q (7114.290000 sec): 3 clusters
  Score: Raw -394956.952487 + Penalty 2774.651067 = -392182.301420
  nChanged 194
		SP:Iteration 9Q (7114.460000 sec): 3 clusters
  Score: Raw -395242.155587 + Penalty 2774.651067 = -392467.504519
  nChanged 203
		SP:Iteration 10Q (7114.640000 sec): 3 clusters
  Score: Raw -395475.706373 + Penalty 2774.651067 = -392701.055306
  nChanged 157
		SP:Iteration 11Q (7114.810000 sec): 3 clusters
  Score: Raw -395627.019523 + Penalty 2774.651067 = -392852.368456
  nChanged 124
		SP:Iteration 12Q (7114.990000 sec): 3 clusters
  Score: Raw -395720.477744 + Penalty 2774.651067 = -392945.826677
  nChanged 82
		SP:Iteration 13Q (7115.160000 sec): 3 clusters
  Score: Raw -395768.618351 + Penalty 2774.651067 = -392993.967284
  nChanged 58
		SP:Iteration 14Q (7115.340000 sec): 3 clusters
  Score: Raw -395794.437527 + Penalty 2774.651067 = -393019.786460
  nChanged 52
		SP:Iteration 15Q (7115.510000 sec): 3 clusters
  Score: Raw -395824.009128 + Penalty 2774.651067 = -393049.358061
  nChanged 45
		SP:Iteration 16Q (7115.680000 sec): 3 clusters
  Score: Raw -395845.074607 + Penalty 2774.651067 = -393070.423540
  nChanged 39
		SP:Iteration 17Q (7115.830000 sec): 3 clusters
  Score: Raw -395864.305381 + Penalty 2774.651067 = -393089.654314
  nChanged 40
		SP:Iteration 18Q (7115.930000 sec): 3 clusters
  Score: Raw -395887.768074 + Penalty 2774.651067 = -393113.117007
  nChanged 42
		SP:Iteration 19Q (7116.120000 sec): 3 clusters
  Score: Raw -395913.246613 + Penalty 2774.651067 = -393138.595546
  nChanged 39
		SP:Iteration 20F (7116.340000 sec): 3 clusters
  Score: Raw -395935.911357 + Penalty 2774.651067 = -393161.260290
  nChanged 46
		SP:Iteration 21Q (7116.530000 sec): 3 clusters
  Score: Raw -395973.750257 + Penalty 2774.651067 = -393199.099190
  nChanged 52
		SP:Iteration 22Q (7116.660000 sec): 3 clusters
  Score: Raw -396003.073043 + Penalty 2774.651067 = -393228.421976
  nChanged 35
		SP:Iteration 23Q (7116.840000 sec): 3 clusters
  Score: Raw -396023.827206 + Penalty 2774.651067 = -393249.176139
  nChanged 27
		SP:Iteration 24Q (7117.010000 sec): 3 clusters
  Score: Raw -396038.870294 + Penalty 2774.651067 = -393264.219227
  nChanged 23
		SP:Iteration 25Q (7117.190000 sec): 3 clusters
  Score: Raw -396050.994087 + Penalty 2774.651067 = -393276.343020
  nChanged 20
		SP:Iteration 26Q (7117.360000 sec): 3 clusters
  Score: Raw -396059.558364 + Penalty 2774.651067 = -393284.907297
  nChanged 12
		SP:Iteration 27Q (7117.530000 sec): 3 clusters
  Score: Raw -396064.931958 + Penalty 2774.651067 = -393290.280891
  nChanged 11
		SP:Iteration 28Q (7117.710000 sec): 3 clusters
  Score: Raw -396068.709070 + Penalty 2774.651067 = -393294.058003
  nChanged 8
		SP:Iteration 29Q (7117.880000 sec): 3 clusters
  Score: Raw -396071.415610 + Penalty 2774.651067 = -393296.764543
  nChanged 6
		SP:Iteration 30Q (7118.060000 sec): 3 clusters
  Score: Raw -396074.148248 + Penalty 2774.651067 = -393299.497181
  nChanged 10
		SP:Iteration 31Q (7118.230000 sec): 3 clusters
  Score: Raw -396077.266944 + Penalty 2774.651067 = -393302.615877
  nChanged 6
		SP:Iteration 32Q (7118.410000 sec): 3 clusters
  Score: Raw -396079.598779 + Penalty 2774.651067 = -393304.947712
  nChanged 6
		SP:Iteration 33Q (7118.580000 sec): 3 clusters
  Score: Raw -396081.879051 + Penalty 2774.651067 = -393307.227984
  nChanged 5
		SP:Iteration 34Q (7118.750000 sec): 3 clusters
  Score: Raw -396084.527695 + Penalty 2774.651067 = -393309.876628
  nChanged 7
		SP:Iteration 35Q (7118.970000 sec): 3 clusters
  Score: Raw -396086.689499 + Penalty 2774.651067 = -393312.038432
  nChanged 5
		SP:Iteration 36Q (7119.150000 sec): 3 clusters
  Score: Raw -396088.200140 + Penalty 2774.651067 = -393313.549073
  nChanged 5
		SP:Iteration 37Q (7119.330000 sec): 3 clusters
  Score: Raw -396089.056412 + Penalty 2774.651067 = -393314.405345
  nChanged 1
		SP:Iteration 38Q (7119.510000 sec): 3 clusters
  Score: Raw -396089.260813 + Penalty 2774.651067 = -393314.609745
  nChanged 0
		SP:Iteration 39F (7119.690000 sec): 3 clusters
  Score: Raw -396089.260813 + Penalty 2774.651067 = -393314.609745
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 102.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (8495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7119.790000 sec): 2 clusters
  Score: Raw -726241.061449 + Penalty 1470.175368 = -724770.886081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7119.980000 sec): 3 clusters
  Score: Raw -721512.949726 + Penalty 2940.350736 = -718572.598990
  nChanged 3686
		SP:Iteration 1F (7120.170000 sec): 3 clusters
  Score: Raw -723883.166777 + Penalty 2940.350736 = -720942.816041
  nChanged 766
		SP:Iteration 2F (7120.370000 sec): 3 clusters
  Score: Raw -724487.176156 + Penalty 2940.350736 = -721546.825420
  nChanged 682
		SP:Iteration 3F (7120.560000 sec): 3 clusters
  Score: Raw -725047.701853 + Penalty 2940.350736 = -722107.351117
  nChanged 603
		SP:Iteration 4F (7120.750000 sec): 3 clusters
  Score: Raw -725538.093340 + Penalty 2940.350736 = -722597.742604
  nChanged 515
		SP:Iteration 5F (7120.950000 sec): 3 clusters
  Score: Raw -725944.640330 + Penalty 2940.350736 = -723004.289594
  nChanged 453
		SP:Iteration 6F (7121.140000 sec): 3 clusters
  Score: Raw -726276.285478 + Penalty 2940.350736 = -723335.934742
  nChanged 367
		SP:Iteration 7Q (7121.340000 sec): 3 clusters
  Score: Raw -726507.254733 + Penalty 2940.350736 = -723566.903997
  nChanged 269
		SP:Iteration 8Q (7121.530000 sec): 3 clusters
  Score: Raw -726656.259902 + Penalty 2940.350736 = -723715.909166
  nChanged 238
		SP:Iteration 9Q (7121.770000 sec): 3 clusters
  Score: Raw -726764.416183 + Penalty 2940.350736 = -723824.065447
  nChanged 158
		SP:Iteration 10Q (7121.960000 sec): 3 clusters
  Score: Raw -726826.054130 + Penalty 2940.350736 = -723885.703394
  nChanged 146
		SP:Iteration 11Q (7122.160000 sec): 3 clusters
  Score: Raw -726874.086783 + Penalty 2940.350736 = -723933.736047
  nChanged 100
		SP:Iteration 12Q (7122.360000 sec): 3 clusters
  Score: Raw -726902.918811 + Penalty 2940.350736 = -723962.568075
  nChanged 78
		SP:Iteration 13Q (7122.550000 sec): 3 clusters
  Score: Raw -726924.299694 + Penalty 2940.350736 = -723983.948958
  nChanged 65
		SP:Iteration 14Q (7122.740000 sec): 3 clusters
  Score: Raw -726939.955535 + Penalty 2940.350736 = -723999.604799
  nChanged 59
		SP:Iteration 15Q (7122.940000 sec): 3 clusters
  Score: Raw -726951.836265 + Penalty 2940.350736 = -724011.485528
  nChanged 41
		SP:Iteration 16Q (7123.130000 sec): 3 clusters
  Score: Raw -726960.100729 + Penalty 2940.350736 = -724019.749992
  nChanged 46
		SP:Iteration 17Q (7123.330000 sec): 3 clusters
  Score: Raw -726968.194330 + Penalty 2940.350736 = -724027.843594
  nChanged 24
		SP:Iteration 18Q (7123.570000 sec): 3 clusters
  Score: Raw -726972.328682 + Penalty 2940.350736 = -724031.977946
  nChanged 22
		SP:Iteration 19Q (7123.760000 sec): 3 clusters
  Score: Raw -726974.702166 + Penalty 2940.350736 = -724034.351430
  nChanged 16
		SP:Iteration 20F (7123.950000 sec): 3 clusters
  Score: Raw -726977.012099 + Penalty 2940.350736 = -724036.661363
  nChanged 13
		SP:Iteration 21Q (7124.150000 sec): 3 clusters
  Score: Raw -726978.712388 + Penalty 2940.350736 = -724038.361652
  nChanged 13
		SP:Iteration 22Q (7124.340000 sec): 3 clusters
  Score: Raw -726980.555947 + Penalty 2940.350736 = -724040.205211
  nChanged 14
		SP:Iteration 23Q (7124.530000 sec): 3 clusters
  Score: Raw -726982.371004 + Penalty 2940.350736 = -724042.020268
  nChanged 11
		SP:Iteration 24Q (7124.730000 sec): 3 clusters
  Score: Raw -726984.312438 + Penalty 2940.350736 = -724043.961702
  nChanged 13
		SP:Iteration 25Q (7124.920000 sec): 3 clusters
  Score: Raw -726985.934186 + Penalty 2940.350736 = -724045.583450
  nChanged 4
		SP:Iteration 26Q (7125.110000 sec): 3 clusters
  Score: Raw -726986.327076 + Penalty 2940.350736 = -724045.976339
  nChanged 5
		SP:Iteration 27Q (7125.350000 sec): 3 clusters
  Score: Raw -726987.151113 + Penalty 2940.350736 = -724046.800377
  nChanged 8
		SP:Iteration 28Q (7125.550000 sec): 3 clusters
  Score: Raw -726988.054672 + Penalty 2940.350736 = -724047.703936
  nChanged 7
		SP:Iteration 29Q (7125.740000 sec): 3 clusters
  Score: Raw -726988.850614 + Penalty 2940.350736 = -724048.499878
  nChanged 9
		SP:Iteration 30Q (7125.930000 sec): 3 clusters
  Score: Raw -726990.004668 + Penalty 2940.350736 = -724049.653931
  nChanged 10
		SP:Iteration 31Q (7126.130000 sec): 3 clusters
  Score: Raw -726991.456218 + Penalty 2940.350736 = -724051.105482
  nChanged 10
		SP:Iteration 32Q (7126.330000 sec): 3 clusters
  Score: Raw -726992.983824 + Penalty 2940.350736 = -724052.633088
  nChanged 6
		SP:Iteration 33Q (7126.560000 sec): 3 clusters
  Score: Raw -726993.598436 + Penalty 2940.350736 = -724053.247700
  nChanged 5
		SP:Iteration 34Q (7126.750000 sec): 3 clusters
  Score: Raw -726994.382979 + Penalty 2940.350736 = -724054.032243
  nChanged 8
		SP:Iteration 35Q (7126.950000 sec): 3 clusters
  Score: Raw -726995.278041 + Penalty 2940.350736 = -724054.927305
  nChanged 7
		SP:Iteration 36Q (7127.140000 sec): 3 clusters
  Score: Raw -726995.707852 + Penalty 2940.350736 = -724055.357116
  nChanged 4
		SP:Iteration 37Q (7127.330000 sec): 3 clusters
  Score: Raw -726996.019522 + Penalty 2940.350736 = -724055.668786
  nChanged 2
		SP:Iteration 38Q (7127.530000 sec): 3 clusters
  Score: Raw -726996.137189 + Penalty 2940.350736 = -724055.786452
  nChanged 0
		SP:Iteration 39F (7127.720000 sec): 3 clusters
  Score: Raw -726996.137189 + Penalty 2940.350736 = -724055.786452
  nChanged 0
Deleting Class 91 (829 points): Lose 2046.647516 but Gain 2156.451300
Iteration 99Q (7297.390000 sec): 102 clusters
  Score: Raw -46943214.963853 + Penalty 217801.581328 = -46725413.382525
  nChanged 22772
Iteration 100F (7494.430000 sec): 102 clusters
  Score: Raw -46960476.087784 + Penalty 217801.581328 = -46742674.506456
  nChanged 18828
Iteration 101Q (7677.150000 sec): 102 clusters
  Score: Raw -46968354.029825 + Penalty 217801.581328 = -46750552.448497
  nChanged 11623
Iteration 102Q (7855.300000 sec): 102 clusters
  Score: Raw -46972522.269795 + Penalty 217801.581328 = -46754720.688467
  nChanged 8875
Iteration 103Q (8039.600000 sec): 102 clusters
  Score: Raw -46975365.872058 + Penalty 217801.581328 = -46757564.290730
  nChanged 7308
Iteration 104Q (8223.860000 sec): 102 clusters
  Score: Raw -46977528.565450 + Penalty 217801.581328 = -46759726.984122
  nChanged 6383
Iteration 105Q (8403.390000 sec): 102 clusters
  Score: Raw -46979250.538614 + Penalty 217801.581328 = -46761448.957286
  nChanged 5574
Iteration 106Q (8579.290000 sec): 102 clusters
  Score: Raw -46980726.228754 + Penalty 217801.581328 = -46762924.647426
  nChanged 4934
Iteration 107Q (8752.300000 sec): 102 clusters
  Score: Raw -46981960.226470 + Penalty 217801.581328 = -46764158.645142
  nChanged 4438
Iteration 108Q (8920.410000 sec): 102 clusters
  Score: Raw -46983022.889869 + Penalty 217801.581328 = -46765221.308541
  nChanged 3947
Iteration 109Q (9093.640000 sec): 102 clusters
  Score: Raw -46983922.169236 + Penalty 217801.581328 = -46766120.587908
  nChanged 3691
Iteration 110Q (9267.360000 sec): 102 clusters
  Score: Raw -46984714.271419 + Penalty 217801.581328 = -46766912.690090
  nChanged 3452
Iteration 111Q (9452.360000 sec): 102 clusters
  Score: Raw -46985445.396993 + Penalty 217801.581328 = -46767643.815664
  nChanged 3202
Iteration 112Q (9628.300000 sec): 102 clusters
  Score: Raw -46986116.102994 + Penalty 217801.581328 = -46768314.521665
  nChanged 3043
Iteration 113Q (9809.990000 sec): 102 clusters
  Score: Raw -46986720.873804 + Penalty 217801.581328 = -46768919.292476
  nChanged 2814
Iteration 114Q (9991.620000 sec): 102 clusters
  Score: Raw -46987296.715217 + Penalty 217801.581328 = -46769495.133889
  nChanged 2613
Iteration 115Q (10170.270000 sec): 102 clusters
  Score: Raw -46987809.983560 + Penalty 217801.581328 = -46770008.402232
  nChanged 2377
Iteration 116Q (10344.140000 sec): 102 clusters
  Score: Raw -46988265.757674 + Penalty 217801.581328 = -46770464.176346
  nChanged 2237
Iteration 117Q (10518.350000 sec): 102 clusters
  Score: Raw -46988675.963994 + Penalty 217801.581328 = -46770874.382666
  nChanged 2150
Iteration 118Q (10702.960000 sec): 102 clusters
  Score: Raw -46989064.043000 + Penalty 217801.581328 = -46771262.461672
  nChanged 1992
Iteration 119Q (10874.860000 sec): 102 clusters
  Score: Raw -46989420.843755 + Penalty 217801.581328 = -46771619.262427
  nChanged 1891
Iteration 120F (11068.750000 sec): 102 clusters
  Score: Raw -46989933.598772 + Penalty 217801.581328 = -46772132.017444
  nChanged 1972
Iteration 121Q (11253.190000 sec): 102 clusters
  Score: Raw -46990403.185262 + Penalty 217801.581328 = -46772601.603934
  nChanged 1945
Iteration 122Q (11429.350000 sec): 102 clusters
  Score: Raw -46990838.280147 + Penalty 217801.581328 = -46773036.698819
  nChanged 1926
Iteration 123Q (11601.940000 sec): 102 clusters
  Score: Raw -46991269.688373 + Penalty 217801.581328 = -46773468.107044
  nChanged 1966
Iteration 124Q (11785.570000 sec): 102 clusters
  Score: Raw -46991685.095566 + Penalty 217801.581328 = -46773883.514238
  nChanged 1896
Iteration 125Q (11962.920000 sec): 102 clusters
  Score: Raw -46992062.992454 + Penalty 217801.581328 = -46774261.411126
  nChanged 1817
Iteration 126Q (12140.130000 sec): 102 clusters
  Score: Raw -46992437.998175 + Penalty 217801.581328 = -46774636.416847
  nChanged 1888
Iteration 127Q (12315.640000 sec): 102 clusters
  Score: Raw -46992824.922349 + Penalty 217801.581328 = -46775023.341021
  nChanged 1858
Iteration 128Q (12489.140000 sec): 102 clusters
  Score: Raw -46993236.068251 + Penalty 217801.581328 = -46775434.486923
  nChanged 1853
Iteration 129Q (12673.320000 sec): 102 clusters
  Score: Raw -46993659.037482 + Penalty 217801.581328 = -46775857.456154
  nChanged 1933
Iteration 130Q (12858.650000 sec): 102 clusters
  Score: Raw -46994130.909177 + Penalty 217801.581328 = -46776329.327849
  nChanged 2024
Iteration 131Q (13044.620000 sec): 102 clusters
  Score: Raw -46994650.745066 + Penalty 217801.581328 = -46776849.163738
  nChanged 2085
Iteration 132Q (13228.530000 sec): 102 clusters
  Score: Raw -46995158.178943 + Penalty 217801.581328 = -46777356.597615
  nChanged 2115
Iteration 133Q (13414.620000 sec): 102 clusters
  Score: Raw -46995657.078960 + Penalty 217801.581328 = -46777855.497632
  nChanged 2085
Iteration 134Q (13599.430000 sec): 102 clusters
  Score: Raw -46996147.777132 + Penalty 217801.581328 = -46778346.195804
  nChanged 2072
Iteration 135Q (13777.490000 sec): 102 clusters
  Score: Raw -46996612.809477 + Penalty 217801.581328 = -46778811.228149
  nChanged 2023
Iteration 136Q (13956.480000 sec): 102 clusters
  Score: Raw -46997028.802735 + Penalty 217801.581328 = -46779227.221407
  nChanged 1869
Iteration 137Q (14131.270000 sec): 102 clusters
  Score: Raw -46997404.295431 + Penalty 217801.581328 = -46779602.714103
  nChanged 1722
Iteration 138Q (14317.590000 sec): 102 clusters
  Score: Raw -46997728.678069 + Penalty 217801.581328 = -46779927.096741
  nChanged 1617
Writing temp clu file 
Because OldScore, -46779602.714103, is greater than current (better) Score,-46779927.096741 
 Compute initial score before splitting:   Score: Raw -46997728.678069 + Penalty 217801.581328 = -46779927.096741
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (3732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14317.730000 sec): 2 clusters
  Score: Raw -315400.224134 + Penalty 1336.513679 = -314063.710455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14317.930000 sec): 3 clusters
  Score: Raw -313560.482677 + Penalty 2673.027358 = -310887.455320
  nChanged 1472
		SP:Iteration 1F (14318.010000 sec): 3 clusters
  Score: Raw -314452.704418 + Penalty 2673.027358 = -311779.677060
  nChanged 353
		SP:Iteration 2F (14318.090000 sec): 3 clusters
  Score: Raw -314724.162345 + Penalty 2673.027358 = -312051.134987
  nChanged 256
		SP:Iteration 3F (14318.170000 sec): 3 clusters
  Score: Raw -314924.943248 + Penalty 2673.027358 = -312251.915891
  nChanged 211
		SP:Iteration 4F (14318.250000 sec): 3 clusters
  Score: Raw -315088.631065 + Penalty 2673.027358 = -312415.603707
  nChanged 180
		SP:Iteration 5Q (14318.320000 sec): 3 clusters
  Score: Raw -315233.847338 + Penalty 2673.027358 = -312560.819980
  nChanged 135
		SP:Iteration 6Q (14318.400000 sec): 3 clusters
  Score: Raw -315324.015518 + Penalty 2673.027358 = -312650.988161
  nChanged 118
		SP:Iteration 7Q (14318.480000 sec): 3 clusters
  Score: Raw -315408.615829 + Penalty 2673.027358 = -312735.588472
  nChanged 105
		SP:Iteration 8Q (14318.560000 sec): 3 clusters
  Score: Raw -315481.837843 + Penalty 2673.027358 = -312808.810485
  nChanged 93
		SP:Iteration 9Q (14318.630000 sec): 3 clusters
  Score: Raw -315553.382712 + Penalty 2673.027358 = -312880.355354
  nChanged 103
		SP:Iteration 10Q (14318.710000 sec): 3 clusters
  Score: Raw -315624.504398 + Penalty 2673.027358 = -312951.477040
  nChanged 94
		SP:Iteration 11Q (14318.790000 sec): 3 clusters
  Score: Raw -315695.506555 + Penalty 2673.027358 = -313022.479198
  nChanged 86
		SP:Iteration 12Q (14318.870000 sec): 3 clusters
  Score: Raw -315753.142663 + Penalty 2673.027358 = -313080.115305
  nChanged 71
		SP:Iteration 13Q (14318.950000 sec): 3 clusters
  Score: Raw -315795.647128 + Penalty 2673.027358 = -313122.619770
  nChanged 54
		SP:Iteration 14Q (14319.020000 sec): 3 clusters
  Score: Raw -315827.870479 + Penalty 2673.027358 = -313154.843121
  nChanged 48
		SP:Iteration 15Q (14319.100000 sec): 3 clusters
  Score: Raw -315852.139766 + Penalty 2673.027358 = -313179.112408
  nChanged 44
		SP:Iteration 16Q (14319.210000 sec): 3 clusters
  Score: Raw -315873.722865 + Penalty 2673.027358 = -313200.695508
  nChanged 38
		SP:Iteration 17Q (14319.390000 sec): 3 clusters
  Score: Raw -315887.840873 + Penalty 2673.027358 = -313214.813515
  nChanged 36
		SP:Iteration 18Q (14319.560000 sec): 3 clusters
  Score: Raw -315906.742760 + Penalty 2673.027358 = -313233.715402
  nChanged 33
		SP:Iteration 19Q (14319.740000 sec): 3 clusters
  Score: Raw -315923.226130 + Penalty 2673.027358 = -313250.198773
  nChanged 28
		SP:Iteration 20F (14319.910000 sec): 3 clusters
  Score: Raw -315940.818833 + Penalty 2673.027358 = -313267.791476
  nChanged 27
		SP:Iteration 21Q (14320.090000 sec): 3 clusters
  Score: Raw -315955.029132 + Penalty 2673.027358 = -313282.001775
  nChanged 26
		SP:Iteration 22Q (14320.260000 sec): 3 clusters
  Score: Raw -315965.737307 + Penalty 2673.027358 = -313292.709949
  nChanged 22
		SP:Iteration 23Q (14320.440000 sec): 3 clusters
  Score: Raw -315974.641486 + Penalty 2673.027358 = -313301.614128
  nChanged 17
		SP:Iteration 24Q (14320.610000 sec): 3 clusters
  Score: Raw -315982.361030 + Penalty 2673.027358 = -313309.333672
  nChanged 16
		SP:Iteration 25Q (14320.770000 sec): 3 clusters
  Score: Raw -315989.947146 + Penalty 2673.027358 = -313316.919789
  nChanged 12
		SP:Iteration 26Q (14320.970000 sec): 3 clusters
  Score: Raw -315994.095695 + Penalty 2673.027358 = -313321.068337
  nChanged 10
		SP:Iteration 27Q (14321.110000 sec): 3 clusters
  Score: Raw -315997.201438 + Penalty 2673.027358 = -313324.174080
  nChanged 6
		SP:Iteration 28Q (14321.270000 sec): 3 clusters
  Score: Raw -315999.597519 + Penalty 2673.027358 = -313326.570161
  nChanged 5
		SP:Iteration 29Q (14321.430000 sec): 3 clusters
  Score: Raw -316000.533589 + Penalty 2673.027358 = -313327.506232
  nChanged 0
		SP:Iteration 30F (14321.610000 sec): 3 clusters
  Score: Raw -316000.533589 + Penalty 2673.027358 = -313327.506232
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14321.750000 sec): 2 clusters
  Score: Raw -37002.956743 + Penalty 1017.492399 = -35985.464344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14321.920000 sec): 3 clusters
  Score: Raw -36942.929492 + Penalty 2034.984797 = -34907.944694
  nChanged 134
		SP:Iteration 1F (14322.100000 sec): 3 clusters
  Score: Raw -37166.167432 + Penalty 2034.984797 = -35131.182635
  nChanged 35
		SP:Iteration 2F (14322.140000 sec): 3 clusters
  Score: Raw -37230.285776 + Penalty 2034.984797 = -35195.300978
  nChanged 19
		SP:Iteration 3Q (14322.150000 sec): 3 clusters
  Score: Raw -37279.308268 + Penalty 2034.984797 = -35244.323470
  nChanged 17
		SP:Iteration 4Q (14322.160000 sec): 3 clusters
  Score: Raw -37307.754634 + Penalty 2034.984797 = -35272.769837
  nChanged 8
		SP:Iteration 5Q (14322.170000 sec): 3 clusters
  Score: Raw -37315.229726 + Penalty 2034.984797 = -35280.244929
  nChanged 8
		SP:Iteration 6Q (14322.180000 sec): 3 clusters
  Score: Raw -37326.241840 + Penalty 2034.984797 = -35291.257042
  nChanged 3
		SP:Iteration 7Q (14322.200000 sec): 3 clusters
  Score: Raw -37332.879730 + Penalty 2034.984797 = -35297.894933
  nChanged 3
		SP:Iteration 8Q (14322.210000 sec): 3 clusters
  Score: Raw -37344.728014 + Penalty 2034.984797 = -35309.743217
  nChanged 2
		SP:Iteration 9Q (14322.230000 sec): 3 clusters
  Score: Raw -37349.918525 + Penalty 2034.984797 = -35314.933727
  nChanged 3
		SP:Iteration 10Q (14322.250000 sec): 3 clusters
  Score: Raw -37361.454570 + Penalty 2034.984797 = -35326.469773
  nChanged 4
		SP:Iteration 11Q (14322.260000 sec): 3 clusters
  Score: Raw -37368.221349 + Penalty 2034.984797 = -35333.236552
  nChanged 1
		SP:Iteration 12Q (14322.280000 sec): 3 clusters
  Score: Raw -37370.841893 + Penalty 2034.984797 = -35335.857096
  nChanged 2
		SP:Iteration 13Q (14322.290000 sec): 3 clusters
  Score: Raw -37372.610905 + Penalty 2034.984797 = -35337.626108
  nChanged 3
		SP:Iteration 14Q (14322.310000 sec): 3 clusters
  Score: Raw -37375.810160 + Penalty 2034.984797 = -35340.825363
  nChanged 2
		SP:Iteration 15Q (14322.330000 sec): 3 clusters
  Score: Raw -37378.245087 + Penalty 2034.984797 = -35343.260290
  nChanged 2
		SP:Iteration 16Q (14322.340000 sec): 3 clusters
  Score: Raw -37380.856722 + Penalty 2034.984797 = -35345.871925
  nChanged 1
		SP:Iteration 17Q (14322.360000 sec): 3 clusters
  Score: Raw -37381.403744 + Penalty 2034.984797 = -35346.418946
  nChanged 0
		SP:Iteration 18F (14322.370000 sec): 3 clusters
  Score: Raw -37381.403744 + Penalty 2034.984797 = -35346.418946
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (4751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14322.490000 sec): 2 clusters
  Score: Raw -354368.620239 + Penalty 1375.742940 = -352992.877298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14322.670000 sec): 3 clusters
  Score: Raw -352069.250363 + Penalty 2751.485880 = -349317.764483
  nChanged 1870
		SP:Iteration 1F (14322.840000 sec): 3 clusters
  Score: Raw -353403.878621 + Penalty 2751.485880 = -350652.392741
  nChanged 427
		SP:Iteration 2F (14322.990000 sec): 3 clusters
  Score: Raw -353749.618308 + Penalty 2751.485880 = -350998.132427
  nChanged 308
		SP:Iteration 3F (14323.080000 sec): 3 clusters
  Score: Raw -353979.933588 + Penalty 2751.485880 = -351228.447708
  nChanged 222
		SP:Iteration 4Q (14323.170000 sec): 3 clusters
  Score: Raw -354098.178760 + Penalty 2751.485880 = -351346.692880
  nChanged 148
		SP:Iteration 5Q (14323.260000 sec): 3 clusters
  Score: Raw -354168.831985 + Penalty 2751.485880 = -351417.346105
  nChanged 112
		SP:Iteration 6Q (14323.350000 sec): 3 clusters
  Score: Raw -354214.945710 + Penalty 2751.485880 = -351463.459830
  nChanged 91
		SP:Iteration 7Q (14323.430000 sec): 3 clusters
  Score: Raw -354252.780992 + Penalty 2751.485880 = -351501.295112
  nChanged 71
		SP:Iteration 8Q (14323.520000 sec): 3 clusters
  Score: Raw -354278.200975 + Penalty 2751.485880 = -351526.715095
  nChanged 66
		SP:Iteration 9Q (14323.610000 sec): 3 clusters
  Score: Raw -354302.722059 + Penalty 2751.485880 = -351551.236179
  nChanged 51
		SP:Iteration 10Q (14323.690000 sec): 3 clusters
  Score: Raw -354326.432537 + Penalty 2751.485880 = -351574.946656
  nChanged 53
		SP:Iteration 11Q (14323.820000 sec): 3 clusters
  Score: Raw -354348.171131 + Penalty 2751.485880 = -351596.685251
  nChanged 51
		SP:Iteration 12Q (14324.000000 sec): 3 clusters
  Score: Raw -354372.294284 + Penalty 2751.485880 = -351620.808404
  nChanged 58
		SP:Iteration 13Q (14324.170000 sec): 3 clusters
  Score: Raw -354401.948060 + Penalty 2751.485880 = -351650.462180
  nChanged 66
		SP:Iteration 14Q (14324.350000 sec): 3 clusters
  Score: Raw -354422.623934 + Penalty 2751.485880 = -351671.138054
  nChanged 46
		SP:Iteration 15Q (14324.520000 sec): 3 clusters
  Score: Raw -354438.846150 + Penalty 2751.485880 = -351687.360269
  nChanged 43
		SP:Iteration 16Q (14324.700000 sec): 3 clusters
  Score: Raw -354456.513973 + Penalty 2751.485880 = -351705.028093
  nChanged 48
		SP:Iteration 17Q (14324.870000 sec): 3 clusters
  Score: Raw -354471.345334 + Penalty 2751.485880 = -351719.859454
  nChanged 34
		SP:Iteration 18Q (14324.970000 sec): 3 clusters
  Score: Raw -354481.139421 + Penalty 2751.485880 = -351729.653540
  nChanged 36
		SP:Iteration 19Q (14325.060000 sec): 3 clusters
  Score: Raw -354491.010967 + Penalty 2751.485880 = -351739.525086
  nChanged 27
		SP:Iteration 20F (14325.140000 sec): 3 clusters
  Score: Raw -354500.399246 + Penalty 2751.485880 = -351748.913366
  nChanged 30
		SP:Iteration 21Q (14325.230000 sec): 3 clusters
  Score: Raw -354510.015471 + Penalty 2751.485880 = -351758.529591
  nChanged 29
		SP:Iteration 22Q (14325.320000 sec): 3 clusters
  Score: Raw -354519.331190 + Penalty 2751.485880 = -351767.845309
  nChanged 27
		SP:Iteration 23Q (14325.410000 sec): 3 clusters
  Score: Raw -354526.197571 + Penalty 2751.485880 = -351774.711691
  nChanged 24
		SP:Iteration 24Q (14325.490000 sec): 3 clusters
  Score: Raw -354533.436348 + Penalty 2751.485880 = -351781.950467
  nChanged 25
		SP:Iteration 25Q (14325.580000 sec): 3 clusters
  Score: Raw -354543.932760 + Penalty 2751.485880 = -351792.446880
  nChanged 31
		SP:Iteration 26Q (14325.660000 sec): 3 clusters
  Score: Raw -354551.597910 + Penalty 2751.485880 = -351800.112030
  nChanged 26
		SP:Iteration 27Q (14325.750000 sec): 3 clusters
  Score: Raw -354561.234219 + Penalty 2751.485880 = -351809.748339
  nChanged 23
		SP:Iteration 28Q (14325.840000 sec): 3 clusters
  Score: Raw -354568.808220 + Penalty 2751.485880 = -351817.322340
  nChanged 20
		SP:Iteration 29Q (14325.920000 sec): 3 clusters
  Score: Raw -354575.844742 + Penalty 2751.485880 = -351824.358862
  nChanged 25
		SP:Iteration 30Q (14326.010000 sec): 3 clusters
  Score: Raw -354582.318310 + Penalty 2751.485880 = -351830.832429
  nChanged 29
		SP:Iteration 31Q (14326.100000 sec): 3 clusters
  Score: Raw -354591.585062 + Penalty 2751.485880 = -351840.099181
  nChanged 18
		SP:Iteration 32Q (14326.180000 sec): 3 clusters
  Score: Raw -354597.201925 + Penalty 2751.485880 = -351845.716045
  nChanged 22
		SP:Iteration 33Q (14326.300000 sec): 3 clusters
  Score: Raw -354603.390071 + Penalty 2751.485880 = -351851.904191
  nChanged 21
		SP:Iteration 34Q (14326.480000 sec): 3 clusters
  Score: Raw -354610.913055 + Penalty 2751.485880 = -351859.427174
  nChanged 24
		SP:Iteration 35Q (14326.650000 sec): 3 clusters
  Score: Raw -354619.164421 + Penalty 2751.485880 = -351867.678540
  nChanged 26
		SP:Iteration 36Q (14326.830000 sec): 3 clusters
  Score: Raw -354626.932458 + Penalty 2751.485880 = -351875.446577
  nChanged 23
		SP:Iteration 37Q (14327.000000 sec): 3 clusters
  Score: Raw -354635.229614 + Penalty 2751.485880 = -351883.743733
  nChanged 27
		SP:Iteration 38Q (14327.180000 sec): 3 clusters
  Score: Raw -354645.104011 + Penalty 2751.485880 = -351893.618130
  nChanged 33
		SP:Iteration 39Q (14327.350000 sec): 3 clusters
  Score: Raw -354659.331112 + Penalty 2751.485880 = -351907.845232
  nChanged 38
		SP:Iteration 40F (14327.530000 sec): 3 clusters
  Score: Raw -354672.179866 + Penalty 2751.485880 = -351920.693985
  nChanged 31
		SP:Iteration 41Q (14327.710000 sec): 3 clusters
  Score: Raw -354683.730130 + Penalty 2751.485880 = -351932.244250
  nChanged 36
		SP:Iteration 42Q (14327.880000 sec): 3 clusters
  Score: Raw -354693.446407 + Penalty 2751.485880 = -351941.960526
  nChanged 27
		SP:Iteration 43Q (14328.060000 sec): 3 clusters
  Score: Raw -354702.745191 + Penalty 2751.485880 = -351951.259311
  nChanged 26
		SP:Iteration 44Q (14328.230000 sec): 3 clusters
  Score: Raw -354711.773434 + Penalty 2751.485880 = -351960.287554
  nChanged 27
		SP:Iteration 45Q (14328.410000 sec): 3 clusters
  Score: Raw -354723.181065 + Penalty 2751.485880 = -351971.695185
  nChanged 31
		SP:Iteration 46Q (14328.580000 sec): 3 clusters
  Score: Raw -354733.895901 + Penalty 2751.485880 = -351982.410021
  nChanged 36
		SP:Iteration 47Q (14328.760000 sec): 3 clusters
  Score: Raw -354746.305702 + Penalty 2751.485880 = -351994.819822
  nChanged 24
		SP:Iteration 48Q (14328.930000 sec): 3 clusters
  Score: Raw -354753.466549 + Penalty 2751.485880 = -352001.980669
  nChanged 16
		SP:Iteration 49Q (14329.110000 sec): 3 clusters
  Score: Raw -354758.532498 + Penalty 2751.485880 = -352007.046618
  nChanged 19
		SP:Iteration 50Q (14329.290000 sec): 3 clusters
  Score: Raw -354763.177009 + Penalty 2751.485880 = -352011.691128
  nChanged 15
		SP:Iteration 51Q (14329.460000 sec): 3 clusters
  Score: Raw -354766.484198 + Penalty 2751.485880 = -352014.998317
  nChanged 15
		SP:Iteration 52Q (14329.640000 sec): 3 clusters
  Score: Raw -354769.434449 + Penalty 2751.485880 = -352017.948568
  nChanged 9
		SP:Iteration 53Q (14329.810000 sec): 3 clusters
  Score: Raw -354770.802161 + Penalty 2751.485880 = -352019.316281
  nChanged 10
		SP:Iteration 54Q (14329.990000 sec): 3 clusters
  Score: Raw -354772.825385 + Penalty 2751.485880 = -352021.339505
  nChanged 5
		SP:Iteration 55Q (14330.160000 sec): 3 clusters
  Score: Raw -354774.647527 + Penalty 2751.485880 = -352023.161647
  nChanged 6
		SP:Iteration 56Q (14330.340000 sec): 3 clusters
  Score: Raw -354776.036370 + Penalty 2751.485880 = -352024.550489
  nChanged 5
		SP:Iteration 57Q (14330.510000 sec): 3 clusters
  Score: Raw -354777.038395 + Penalty 2751.485880 = -352025.552514
  nChanged 2
		SP:Iteration 58Q (14330.690000 sec): 3 clusters
  Score: Raw -354777.270440 + Penalty 2751.485880 = -352025.784560
  nChanged 3
		SP:Iteration 59Q (14330.840000 sec): 3 clusters
  Score: Raw -354777.828125 + Penalty 2751.485880 = -352026.342244
  nChanged 1
		SP:Iteration 60F (14330.930000 sec): 3 clusters
  Score: Raw -354777.918087 + Penalty 2751.485880 = -352026.432206
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (1985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14331.040000 sec): 2 clusters
  Score: Raw -185208.688985 + Penalty 1233.923306 = -183974.765678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14331.100000 sec): 3 clusters
  Score: Raw -184368.213439 + Penalty 2467.846613 = -181900.366826
  nChanged 672
		SP:Iteration 1F (14331.150000 sec): 3 clusters
  Score: Raw -184805.491496 + Penalty 2467.846613 = -182337.644884
  nChanged 171
		SP:Iteration 2F (14331.190000 sec): 3 clusters
  Score: Raw -184963.223376 + Penalty 2467.846613 = -182495.376763
  nChanged 123
		SP:Iteration 3F (14331.230000 sec): 3 clusters
  Score: Raw -185093.966267 + Penalty 2467.846613 = -182626.119655
  nChanged 99
		SP:Iteration 4Q (14331.270000 sec): 3 clusters
  Score: Raw -185178.627424 + Penalty 2467.846613 = -182710.780811
  nChanged 68
		SP:Iteration 5Q (14331.320000 sec): 3 clusters
  Score: Raw -185235.789397 + Penalty 2467.846613 = -182767.942784
  nChanged 66
		SP:Iteration 6Q (14331.360000 sec): 3 clusters
  Score: Raw -185289.975813 + Penalty 2467.846613 = -182822.129200
  nChanged 59
		SP:Iteration 7Q (14331.400000 sec): 3 clusters
  Score: Raw -185338.263028 + Penalty 2467.846613 = -182870.416415
  nChanged 42
		SP:Iteration 8Q (14331.450000 sec): 3 clusters
  Score: Raw -185372.053361 + Penalty 2467.846613 = -182904.206748
  nChanged 34
		SP:Iteration 9Q (14331.490000 sec): 3 clusters
  Score: Raw -185401.897698 + Penalty 2467.846613 = -182934.051085
  nChanged 34
		SP:Iteration 10Q (14331.530000 sec): 3 clusters
  Score: Raw -185430.033769 + Penalty 2467.846613 = -182962.187156
  nChanged 38
		SP:Iteration 11Q (14331.570000 sec): 3 clusters
  Score: Raw -185461.397486 + Penalty 2467.846613 = -182993.550873
  nChanged 29
		SP:Iteration 12Q (14331.610000 sec): 3 clusters
  Score: Raw -185478.947180 + Penalty 2467.846613 = -183011.100567
  nChanged 27
		SP:Iteration 13Q (14331.660000 sec): 3 clusters
  Score: Raw -185494.550084 + Penalty 2467.846613 = -183026.703471
  nChanged 14
		SP:Iteration 14Q (14331.700000 sec): 3 clusters
  Score: Raw -185503.212209 + Penalty 2467.846613 = -183035.365596
  nChanged 11
		SP:Iteration 15Q (14331.740000 sec): 3 clusters
  Score: Raw -185511.396355 + Penalty 2467.846613 = -183043.549742
  nChanged 15
		SP:Iteration 16Q (14331.790000 sec): 3 clusters
  Score: Raw -185522.350436 + Penalty 2467.846613 = -183054.503823
  nChanged 11
		SP:Iteration 17Q (14331.830000 sec): 3 clusters
  Score: Raw -185529.152903 + Penalty 2467.846613 = -183061.306290
  nChanged 13
		SP:Iteration 18Q (14331.870000 sec): 3 clusters
  Score: Raw -185536.611606 + Penalty 2467.846613 = -183068.764993
  nChanged 13
		SP:Iteration 19Q (14331.910000 sec): 3 clusters
  Score: Raw -185546.787094 + Penalty 2467.846613 = -183078.940481
  nChanged 6
		SP:Iteration 20F (14331.960000 sec): 3 clusters
  Score: Raw -185551.461994 + Penalty 2467.846613 = -183083.615381
  nChanged 9
		SP:Iteration 21Q (14332.000000 sec): 3 clusters
  Score: Raw -185560.381296 + Penalty 2467.846613 = -183092.534683
  nChanged 11
		SP:Iteration 22Q (14332.040000 sec): 3 clusters
  Score: Raw -185566.472216 + Penalty 2467.846613 = -183098.625603
  nChanged 4
		SP:Iteration 23Q (14332.090000 sec): 3 clusters
  Score: Raw -185567.738909 + Penalty 2467.846613 = -183099.892296
  nChanged 1
		SP:Iteration 24Q (14332.130000 sec): 3 clusters
  Score: Raw -185568.632055 + Penalty 2467.846613 = -183100.785443
  nChanged 2
		SP:Iteration 25Q (14332.170000 sec): 3 clusters
  Score: Raw -185569.345491 + Penalty 2467.846613 = -183101.498879
  nChanged 1
		SP:Iteration 26Q (14332.210000 sec): 3 clusters
  Score: Raw -185569.850629 + Penalty 2467.846613 = -183102.004016
  nChanged 1
		SP:Iteration 27Q (14332.250000 sec): 3 clusters
  Score: Raw -185570.143231 + Penalty 2467.846613 = -183102.296618
  nChanged 1
		SP:Iteration 28Q (14332.300000 sec): 3 clusters
  Score: Raw -185570.443339 + Penalty 2467.846613 = -183102.596726
  nChanged 1
		SP:Iteration 29Q (14332.340000 sec): 3 clusters
  Score: Raw -185570.670181 + Penalty 2467.846613 = -183102.823569
  nChanged 0
		SP:Iteration 30F (14332.380000 sec): 3 clusters
  Score: Raw -185570.670181 + Penalty 2467.846613 = -183102.823569
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (7905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14332.510000 sec): 2 clusters
  Score: Raw -669225.458495 + Penalty 1458.478247 = -667766.980248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14332.800000 sec): 3 clusters
  Score: Raw -664907.293613 + Penalty 2916.956494 = -661990.337120
  nChanged 3351
		SP:Iteration 1F (14332.960000 sec): 3 clusters
  Score: Raw -667043.159497 + Penalty 2916.956494 = -664126.203003
  nChanged 710
		SP:Iteration 2F (14333.150000 sec): 3 clusters
  Score: Raw -667727.090818 + Penalty 2916.956494 = -664810.134324
  nChanged 667
		SP:Iteration 3F (14333.350000 sec): 3 clusters
  Score: Raw -668283.301065 + Penalty 2916.956494 = -665366.344571
  nChanged 534
		SP:Iteration 4F (14333.550000 sec): 3 clusters
  Score: Raw -668634.855812 + Penalty 2916.956494 = -665717.899318
  nChanged 364
		SP:Iteration 5Q (14333.740000 sec): 3 clusters
  Score: Raw -668817.215539 + Penalty 2916.956494 = -665900.259046
  nChanged 273
		SP:Iteration 6Q (14333.940000 sec): 3 clusters
  Score: Raw -668946.219173 + Penalty 2916.956494 = -666029.262680
  nChanged 207
		SP:Iteration 7Q (14334.140000 sec): 3 clusters
  Score: Raw -669044.823182 + Penalty 2916.956494 = -666127.866689
  nChanged 186
		SP:Iteration 8Q (14334.330000 sec): 3 clusters
  Score: Raw -669118.223726 + Penalty 2916.956494 = -666201.267232
  nChanged 140
		SP:Iteration 9Q (14334.530000 sec): 3 clusters
  Score: Raw -669162.860756 + Penalty 2916.956494 = -666245.904262
  nChanged 119
		SP:Iteration 10Q (14334.730000 sec): 3 clusters
  Score: Raw -669205.890738 + Penalty 2916.956494 = -666288.934244
  nChanged 114
		SP:Iteration 11Q (14334.930000 sec): 3 clusters
  Score: Raw -669244.918933 + Penalty 2916.956494 = -666327.962440
  nChanged 106
		SP:Iteration 12Q (14335.130000 sec): 3 clusters
  Score: Raw -669282.726017 + Penalty 2916.956494 = -666365.769523
  nChanged 102
		SP:Iteration 13Q (14335.290000 sec): 3 clusters
  Score: Raw -669322.446394 + Penalty 2916.956494 = -666405.489900
  nChanged 119
		SP:Iteration 14Q (14335.420000 sec): 3 clusters
  Score: Raw -669381.736957 + Penalty 2916.956494 = -666464.780464
  nChanged 139
		SP:Iteration 15Q (14335.640000 sec): 3 clusters
  Score: Raw -669460.021287 + Penalty 2916.956494 = -666543.064793
  nChanged 169
		SP:Iteration 16Q (14335.820000 sec): 3 clusters
  Score: Raw -669554.826420 + Penalty 2916.956494 = -666637.869927
  nChanged 183
		SP:Iteration 17Q (14335.950000 sec): 3 clusters
  Score: Raw -669634.235023 + Penalty 2916.956494 = -666717.278530
  nChanged 140
		SP:Iteration 18Q (14336.130000 sec): 3 clusters
  Score: Raw -669691.462412 + Penalty 2916.956494 = -666774.505918
  nChanged 113
		SP:Iteration 19Q (14336.330000 sec): 3 clusters
  Score: Raw -669734.452101 + Penalty 2916.956494 = -666817.495608
  nChanged 104
		SP:Iteration 20F (14336.530000 sec): 3 clusters
  Score: Raw -669765.918605 + Penalty 2916.956494 = -666848.962111
  nChanged 77
		SP:Iteration 21Q (14336.730000 sec): 3 clusters
  Score: Raw -669788.722065 + Penalty 2916.956494 = -666871.765571
  nChanged 67
		SP:Iteration 22Q (14336.850000 sec): 3 clusters
  Score: Raw -669808.645642 + Penalty 2916.956494 = -666891.689149
  nChanged 61
		SP:Iteration 23Q (14336.980000 sec): 3 clusters
  Score: Raw -669824.392006 + Penalty 2916.956494 = -666907.435513
  nChanged 65
		SP:Iteration 24Q (14337.110000 sec): 3 clusters
  Score: Raw -669843.896054 + Penalty 2916.956494 = -666926.939560
  nChanged 60
		SP:Iteration 25Q (14337.330000 sec): 3 clusters
  Score: Raw -669859.401871 + Penalty 2916.956494 = -666942.445378
  nChanged 51
		SP:Iteration 26Q (14337.520000 sec): 3 clusters
  Score: Raw -669870.854279 + Penalty 2916.956494 = -666953.897786
  nChanged 40
		SP:Iteration 27Q (14337.720000 sec): 3 clusters
  Score: Raw -669877.938799 + Penalty 2916.956494 = -666960.982306
  nChanged 34
		SP:Iteration 28Q (14337.920000 sec): 3 clusters
  Score: Raw -669886.768701 + Penalty 2916.956494 = -666969.812208
  nChanged 44
		SP:Iteration 29Q (14338.110000 sec): 3 clusters
  Score: Raw -669896.770762 + Penalty 2916.956494 = -666979.814268
  nChanged 53
		SP:Iteration 30Q (14338.230000 sec): 3 clusters
  Score: Raw -669909.803728 + Penalty 2916.956494 = -666992.847234
  nChanged 52
		SP:Iteration 31Q (14338.430000 sec): 3 clusters
  Score: Raw -669921.563392 + Penalty 2916.956494 = -667004.606899
  nChanged 48
		SP:Iteration 32Q (14338.560000 sec): 3 clusters
  Score: Raw -669933.045317 + Penalty 2916.956494 = -667016.088824
  nChanged 46
		SP:Iteration 33Q (14338.680000 sec): 3 clusters
  Score: Raw -669944.322951 + Penalty 2916.956494 = -667027.366458
  nChanged 46
		SP:Iteration 34Q (14338.800000 sec): 3 clusters
  Score: Raw -669955.768224 + Penalty 2916.956494 = -667038.811730
  nChanged 40
		SP:Iteration 35Q (14339.020000 sec): 3 clusters
  Score: Raw -669967.797680 + Penalty 2916.956494 = -667050.841187
  nChanged 31
		SP:Iteration 36Q (14339.180000 sec): 3 clusters
  Score: Raw -669974.674825 + Penalty 2916.956494 = -667057.718332
  nChanged 32
		SP:Iteration 37Q (14339.380000 sec): 3 clusters
  Score: Raw -669979.300950 + Penalty 2916.956494 = -667062.344457
  nChanged 19
		SP:Iteration 38Q (14339.570000 sec): 3 clusters
  Score: Raw -669982.277161 + Penalty 2916.956494 = -667065.320667
  nChanged 17
		SP:Iteration 39Q (14339.780000 sec): 3 clusters
  Score: Raw -669985.724739 + Penalty 2916.956494 = -667068.768245
  nChanged 22
		SP:Iteration 40F (14339.970000 sec): 3 clusters
  Score: Raw -669989.405916 + Penalty 2916.956494 = -667072.449422
  nChanged 19
		SP:Iteration 41Q (14340.170000 sec): 3 clusters
  Score: Raw -669991.764441 + Penalty 2916.956494 = -667074.807948
  nChanged 12
		SP:Iteration 42Q (14340.370000 sec): 3 clusters
  Score: Raw -669993.920315 + Penalty 2916.956494 = -667076.963821
  nChanged 11
		SP:Iteration 43Q (14340.560000 sec): 3 clusters
  Score: Raw -669994.999445 + Penalty 2916.956494 = -667078.042951
  nChanged 6
		SP:Iteration 44Q (14340.760000 sec): 3 clusters
  Score: Raw -669995.614992 + Penalty 2916.956494 = -667078.658498
  nChanged 5
		SP:Iteration 45Q (14340.960000 sec): 3 clusters
  Score: Raw -669996.167191 + Penalty 2916.956494 = -667079.210697
  nChanged 4
		SP:Iteration 46Q (14341.080000 sec): 3 clusters
  Score: Raw -669996.534815 + Penalty 2916.956494 = -667079.578322
  nChanged 5
		SP:Iteration 47Q (14341.210000 sec): 3 clusters
  Score: Raw -669997.323960 + Penalty 2916.956494 = -667080.367466
  nChanged 6
		SP:Iteration 48Q (14341.400000 sec): 3 clusters
  Score: Raw -669998.475227 + Penalty 2916.956494 = -667081.518733
  nChanged 7
		SP:Iteration 49Q (14341.600000 sec): 3 clusters
  Score: Raw -669999.315795 + Penalty 2916.956494 = -667082.359301
  nChanged 3
		SP:Iteration 50Q (14341.800000 sec): 3 clusters
  Score: Raw -669999.618708 + Penalty 2916.956494 = -667082.662214
  nChanged 3
		SP:Iteration 51Q (14341.990000 sec): 3 clusters
  Score: Raw -670000.135888 + Penalty 2916.956494 = -667083.179394
  nChanged 2
		SP:Iteration 52Q (14342.190000 sec): 3 clusters
  Score: Raw -670000.358644 + Penalty 2916.956494 = -667083.402150
  nChanged 2
		SP:Iteration 53Q (14342.390000 sec): 3 clusters
  Score: Raw -670000.633809 + Penalty 2916.956494 = -667083.677315
  nChanged 4
		SP:Iteration 54Q (14342.590000 sec): 3 clusters
  Score: Raw -670001.211107 + Penalty 2916.956494 = -667084.254613
  nChanged 6
		SP:Iteration 55Q (14342.790000 sec): 3 clusters
  Score: Raw -670002.180902 + Penalty 2916.956494 = -667085.224408
  nChanged 2
		SP:Iteration 56Q (14342.990000 sec): 3 clusters
  Score: Raw -670002.330244 + Penalty 2916.956494 = -667085.373750
  nChanged 2
		SP:Iteration 57Q (14343.190000 sec): 3 clusters
  Score: Raw -670002.531644 + Penalty 2916.956494 = -667085.575150
  nChanged 0
		SP:Iteration 58F (14343.390000 sec): 3 clusters
  Score: Raw -670002.531644 + Penalty 2916.956494 = -667085.575150
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (3399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14343.480000 sec): 2 clusters
  Score: Raw -284551.397341 + Penalty 1321.325939 = -283230.071402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14343.580000 sec): 3 clusters
  Score: Raw -282922.926404 + Penalty 2642.651879 = -280280.274525
  nChanged 1304
		SP:Iteration 1F (14343.650000 sec): 3 clusters
  Score: Raw -283723.863882 + Penalty 2642.651879 = -281081.212003
  nChanged 322
		SP:Iteration 2F (14343.710000 sec): 3 clusters
  Score: Raw -283981.776178 + Penalty 2642.651879 = -281339.124299
  nChanged 231
		SP:Iteration 3F (14343.770000 sec): 3 clusters
  Score: Raw -284178.759395 + Penalty 2642.651879 = -281536.107516
  nChanged 200
		SP:Iteration 4F (14343.840000 sec): 3 clusters
  Score: Raw -284334.718924 + Penalty 2642.651879 = -281692.067046
  nChanged 193
		SP:Iteration 5F (14344.020000 sec): 3 clusters
  Score: Raw -284457.853979 + Penalty 2642.651879 = -281815.202101
  nChanged 152
		SP:Iteration 6Q (14344.090000 sec): 3 clusters
  Score: Raw -284579.776864 + Penalty 2642.651879 = -281937.124985
  nChanged 154
		SP:Iteration 7Q (14344.160000 sec): 3 clusters
  Score: Raw -284686.149741 + Penalty 2642.651879 = -282043.497862
  nChanged 119
		SP:Iteration 8Q (14344.220000 sec): 3 clusters
  Score: Raw -284762.126553 + Penalty 2642.651879 = -282119.474675
  nChanged 76
		SP:Iteration 9Q (14344.280000 sec): 3 clusters
  Score: Raw -284802.526467 + Penalty 2642.651879 = -282159.874588
  nChanged 59
		SP:Iteration 10Q (14344.350000 sec): 3 clusters
  Score: Raw -284836.188297 + Penalty 2642.651879 = -282193.536418
  nChanged 49
		SP:Iteration 11Q (14344.410000 sec): 3 clusters
  Score: Raw -284859.728726 + Penalty 2642.651879 = -282217.076848
  nChanged 42
		SP:Iteration 12Q (14344.470000 sec): 3 clusters
  Score: Raw -284884.763652 + Penalty 2642.651879 = -282242.111774
  nChanged 44
		SP:Iteration 13Q (14344.530000 sec): 3 clusters
  Score: Raw -284905.891105 + Penalty 2642.651879 = -282263.239226
  nChanged 32
		SP:Iteration 14Q (14344.590000 sec): 3 clusters
  Score: Raw -284921.713846 + Penalty 2642.651879 = -282279.061967
  nChanged 32
		SP:Iteration 15Q (14344.660000 sec): 3 clusters
  Score: Raw -284936.718711 + Penalty 2642.651879 = -282294.066833
  nChanged 27
		SP:Iteration 16Q (14344.820000 sec): 3 clusters
  Score: Raw -284949.703145 + Penalty 2642.651879 = -282307.051266
  nChanged 27
		SP:Iteration 17Q (14345.000000 sec): 3 clusters
  Score: Raw -284962.948492 + Penalty 2642.651879 = -282320.296614
  nChanged 23
		SP:Iteration 18Q (14345.170000 sec): 3 clusters
  Score: Raw -284976.269586 + Penalty 2642.651879 = -282333.617707
  nChanged 15
		SP:Iteration 19Q (14345.350000 sec): 3 clusters
  Score: Raw -284980.923891 + Penalty 2642.651879 = -282338.272013
  nChanged 11
		SP:Iteration 20F (14345.530000 sec): 3 clusters
  Score: Raw -284985.089431 + Penalty 2642.651879 = -282342.437552
  nChanged 12
		SP:Iteration 21Q (14345.700000 sec): 3 clusters
  Score: Raw -284988.441766 + Penalty 2642.651879 = -282345.789888
  nChanged 8
		SP:Iteration 22Q (14345.880000 sec): 3 clusters
  Score: Raw -284991.383734 + Penalty 2642.651879 = -282348.731855
  nChanged 8
		SP:Iteration 23Q (14346.050000 sec): 3 clusters
  Score: Raw -284994.880008 + Penalty 2642.651879 = -282352.228129
  nChanged 6
		SP:Iteration 24Q (14346.130000 sec): 3 clusters
  Score: Raw -284996.412783 + Penalty 2642.651879 = -282353.760904
  nChanged 1
		SP:Iteration 25Q (14346.190000 sec): 3 clusters
  Score: Raw -284996.541571 + Penalty 2642.651879 = -282353.889692
  nChanged 1
		SP:Iteration 26Q (14346.250000 sec): 3 clusters
  Score: Raw -284996.780845 + Penalty 2642.651879 = -282354.128967
  nChanged 2
		SP:Iteration 27Q (14346.320000 sec): 3 clusters
  Score: Raw -284997.635284 + Penalty 2642.651879 = -282354.983406
  nChanged 2
		SP:Iteration 28Q (14346.380000 sec): 3 clusters
  Score: Raw -284997.885843 + Penalty 2642.651879 = -282355.233965
  nChanged 1
		SP:Iteration 29Q (14346.440000 sec): 3 clusters
  Score: Raw -284998.025924 + Penalty 2642.651879 = -282355.374045
  nChanged 0
		SP:Iteration 30F (14346.510000 sec): 3 clusters
  Score: Raw -284998.025924 + Penalty 2642.651879 = -282355.374045
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (2786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14346.580000 sec): 2 clusters
  Score: Raw -219626.443595 + Penalty 1289.008850 = -218337.434744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14346.760000 sec): 3 clusters
  Score: Raw -218363.994266 + Penalty 2578.017700 = -215785.976566
  nChanged 1056
		SP:Iteration 1F (14346.940000 sec): 3 clusters
  Score: Raw -219128.492914 + Penalty 2578.017700 = -216550.475214
  nChanged 260
		SP:Iteration 2F (14347.110000 sec): 3 clusters
  Score: Raw -219346.368838 + Penalty 2578.017700 = -216768.351137
  nChanged 192
		SP:Iteration 3F (14347.290000 sec): 3 clusters
  Score: Raw -219528.338270 + Penalty 2578.017700 = -216950.320569
  nChanged 141
		SP:Iteration 4F (14347.460000 sec): 3 clusters
  Score: Raw -219648.050163 + Penalty 2578.017700 = -217070.032463
  nChanged 123
		SP:Iteration 5Q (14347.560000 sec): 3 clusters
  Score: Raw -219761.291798 + Penalty 2578.017700 = -217183.274098
  nChanged 109
		SP:Iteration 6Q (14347.620000 sec): 3 clusters
  Score: Raw -219863.316086 + Penalty 2578.017700 = -217285.298386
  nChanged 108
		SP:Iteration 7Q (14347.670000 sec): 3 clusters
  Score: Raw -219954.024018 + Penalty 2578.017700 = -217376.006317
  nChanged 88
		SP:Iteration 8Q (14347.730000 sec): 3 clusters
  Score: Raw -220022.049248 + Penalty 2578.017700 = -217444.031548
  nChanged 61
		SP:Iteration 9Q (14347.780000 sec): 3 clusters
  Score: Raw -220067.126578 + Penalty 2578.017700 = -217489.108878
  nChanged 49
		SP:Iteration 10Q (14347.830000 sec): 3 clusters
  Score: Raw -220100.910979 + Penalty 2578.017700 = -217522.893278
  nChanged 37
		SP:Iteration 11Q (14347.880000 sec): 3 clusters
  Score: Raw -220131.207367 + Penalty 2578.017700 = -217553.189667
  nChanged 36
		SP:Iteration 12Q (14347.940000 sec): 3 clusters
  Score: Raw -220156.728964 + Penalty 2578.017700 = -217578.711263
  nChanged 28
		SP:Iteration 13Q (14347.990000 sec): 3 clusters
  Score: Raw -220176.075795 + Penalty 2578.017700 = -217598.058095
  nChanged 28
		SP:Iteration 14Q (14348.040000 sec): 3 clusters
  Score: Raw -220193.533938 + Penalty 2578.017700 = -217615.516237
  nChanged 23
		SP:Iteration 15Q (14348.090000 sec): 3 clusters
  Score: Raw -220207.175086 + Penalty 2578.017700 = -217629.157386
  nChanged 21
		SP:Iteration 16Q (14348.150000 sec): 3 clusters
  Score: Raw -220221.393808 + Penalty 2578.017700 = -217643.376108
  nChanged 17
		SP:Iteration 17Q (14348.200000 sec): 3 clusters
  Score: Raw -220232.927788 + Penalty 2578.017700 = -217654.910088
  nChanged 11
		SP:Iteration 18Q (14348.330000 sec): 3 clusters
  Score: Raw -220240.548990 + Penalty 2578.017700 = -217662.531290
  nChanged 15
		SP:Iteration 19Q (14348.380000 sec): 3 clusters
  Score: Raw -220252.897197 + Penalty 2578.017700 = -217674.879497
  nChanged 16
		SP:Iteration 20F (14348.440000 sec): 3 clusters
  Score: Raw -220264.673343 + Penalty 2578.017700 = -217686.655643
  nChanged 19
		SP:Iteration 21Q (14348.490000 sec): 3 clusters
  Score: Raw -220276.546772 + Penalty 2578.017700 = -217698.529072
  nChanged 12
		SP:Iteration 22Q (14348.540000 sec): 3 clusters
  Score: Raw -220283.321794 + Penalty 2578.017700 = -217705.304093
  nChanged 9
		SP:Iteration 23Q (14348.590000 sec): 3 clusters
  Score: Raw -220288.615893 + Penalty 2578.017700 = -217710.598193
  nChanged 8
		SP:Iteration 24Q (14348.650000 sec): 3 clusters
  Score: Raw -220293.330598 + Penalty 2578.017700 = -217715.312898
  nChanged 7
		SP:Iteration 25Q (14348.700000 sec): 3 clusters
  Score: Raw -220296.543056 + Penalty 2578.017700 = -217718.525356
  nChanged 5
		SP:Iteration 26Q (14348.750000 sec): 3 clusters
  Score: Raw -220298.496064 + Penalty 2578.017700 = -217720.478364
  nChanged 1
		SP:Iteration 27Q (14348.800000 sec): 3 clusters
  Score: Raw -220298.651740 + Penalty 2578.017700 = -217720.634040
  nChanged 1
		SP:Iteration 28Q (14348.900000 sec): 3 clusters
  Score: Raw -220298.746415 + Penalty 2578.017700 = -217720.728715
  nChanged 0
		SP:Iteration 29F (14349.070000 sec): 3 clusters
  Score: Raw -220298.746415 + Penalty 2578.017700 = -217720.728715
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (10673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14349.200000 sec): 2 clusters
  Score: Raw -944470.101257 + Penalty 1507.264276 = -942962.836981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14349.440000 sec): 3 clusters
  Score: Raw -938351.919963 + Penalty 3014.528552 = -935337.391411
  nChanged 4583
		SP:Iteration 1F (14349.660000 sec): 3 clusters
  Score: Raw -941107.426713 + Penalty 3014.528552 = -938092.898161
  nChanged 861
		SP:Iteration 2F (14349.820000 sec): 3 clusters
  Score: Raw -941765.265313 + Penalty 3014.528552 = -938750.736761
  nChanged 811
		SP:Iteration 3F (14350.030000 sec): 3 clusters
  Score: Raw -942444.817461 + Penalty 3014.528552 = -939430.288909
  nChanged 803
		SP:Iteration 4F (14350.250000 sec): 3 clusters
  Score: Raw -943056.210285 + Penalty 3014.528552 = -940041.681734
  nChanged 673
		SP:Iteration 5F (14350.480000 sec): 3 clusters
  Score: Raw -943482.828483 + Penalty 3014.528552 = -940468.299932
  nChanged 568
		SP:Iteration 6F (14350.620000 sec): 3 clusters
  Score: Raw -943828.018579 + Penalty 3014.528552 = -940813.490028
  nChanged 466
		SP:Iteration 7Q (14350.780000 sec): 3 clusters
  Score: Raw -944090.552258 + Penalty 3014.528552 = -941076.023706
  nChanged 379
		SP:Iteration 8Q (14350.950000 sec): 3 clusters
  Score: Raw -944286.698476 + Penalty 3014.528552 = -941272.169925
  nChanged 343
		SP:Iteration 9Q (14351.110000 sec): 3 clusters
  Score: Raw -944462.675362 + Penalty 3014.528552 = -941448.146810
  nChanged 292
		SP:Iteration 10Q (14351.360000 sec): 3 clusters
  Score: Raw -944581.894829 + Penalty 3014.528552 = -941567.366277
  nChanged 222
		SP:Iteration 11Q (14351.580000 sec): 3 clusters
  Score: Raw -944668.765654 + Penalty 3014.528552 = -941654.237102
  nChanged 197
		SP:Iteration 12Q (14351.790000 sec): 3 clusters
  Score: Raw -944733.978709 + Penalty 3014.528552 = -941719.450157
  nChanged 155
		SP:Iteration 13Q (14352.010000 sec): 3 clusters
  Score: Raw -944779.318481 + Penalty 3014.528552 = -941764.789929
  nChanged 145
		SP:Iteration 14Q (14352.230000 sec): 3 clusters
  Score: Raw -944824.668866 + Penalty 3014.528552 = -941810.140314
  nChanged 125
		SP:Iteration 15Q (14352.450000 sec): 3 clusters
  Score: Raw -944863.268247 + Penalty 3014.528552 = -941848.739695
  nChanged 121
		SP:Iteration 16Q (14352.670000 sec): 3 clusters
  Score: Raw -944911.451279 + Penalty 3014.528552 = -941896.922727
  nChanged 107
		SP:Iteration 17Q (14352.890000 sec): 3 clusters
  Score: Raw -944947.275685 + Penalty 3014.528552 = -941932.747133
  nChanged 95
		SP:Iteration 18Q (14353.110000 sec): 3 clusters
  Score: Raw -944981.932857 + Penalty 3014.528552 = -941967.404306
  nChanged 101
		SP:Iteration 19Q (14353.330000 sec): 3 clusters
  Score: Raw -945012.703036 + Penalty 3014.528552 = -941998.174484
  nChanged 90
		SP:Iteration 20F (14353.550000 sec): 3 clusters
  Score: Raw -945040.591620 + Penalty 3014.528552 = -942026.063068
  nChanged 94
		SP:Iteration 21Q (14353.770000 sec): 3 clusters
  Score: Raw -945067.953620 + Penalty 3014.528552 = -942053.425068
  nChanged 102
		SP:Iteration 22Q (14353.990000 sec): 3 clusters
  Score: Raw -945099.121256 + Penalty 3014.528552 = -942084.592704
  nChanged 91
		SP:Iteration 23Q (14354.210000 sec): 3 clusters
  Score: Raw -945123.920787 + Penalty 3014.528552 = -942109.392235
  nChanged 88
		SP:Iteration 24Q (14354.430000 sec): 3 clusters
  Score: Raw -945147.126461 + Penalty 3014.528552 = -942132.597909
  nChanged 84
		SP:Iteration 25Q (14354.650000 sec): 3 clusters
  Score: Raw -945172.021727 + Penalty 3014.528552 = -942157.493176
  nChanged 85
		SP:Iteration 26Q (14354.860000 sec): 3 clusters
  Score: Raw -945196.711841 + Penalty 3014.528552 = -942182.183290
  nChanged 78
		SP:Iteration 27Q (14355.080000 sec): 3 clusters
  Score: Raw -945220.110066 + Penalty 3014.528552 = -942205.581514
  nChanged 84
		SP:Iteration 28Q (14355.320000 sec): 3 clusters
  Score: Raw -945247.009317 + Penalty 3014.528552 = -942232.480766
  nChanged 78
		SP:Iteration 29Q (14355.470000 sec): 3 clusters
  Score: Raw -945273.418859 + Penalty 3014.528552 = -942258.890307
  nChanged 83
		SP:Iteration 30Q (14355.700000 sec): 3 clusters
  Score: Raw -945300.037112 + Penalty 3014.528552 = -942285.508560
  nChanged 71
		SP:Iteration 31Q (14355.850000 sec): 3 clusters
  Score: Raw -945325.074102 + Penalty 3014.528552 = -942310.545550
  nChanged 71
		SP:Iteration 32Q (14356.000000 sec): 3 clusters
  Score: Raw -945346.243819 + Penalty 3014.528552 = -942331.715267
  nChanged 67
		SP:Iteration 33Q (14356.150000 sec): 3 clusters
  Score: Raw -945373.622075 + Penalty 3014.528552 = -942359.093523
  nChanged 65
		SP:Iteration 34Q (14356.320000 sec): 3 clusters
  Score: Raw -945398.235864 + Penalty 3014.528552 = -942383.707312
  nChanged 66
		SP:Iteration 35Q (14356.540000 sec): 3 clusters
  Score: Raw -945423.004728 + Penalty 3014.528552 = -942408.476176
  nChanged 47
		SP:Iteration 36Q (14356.780000 sec): 3 clusters
  Score: Raw -945440.098640 + Penalty 3014.528552 = -942425.570088
  nChanged 44
		SP:Iteration 37Q (14357.000000 sec): 3 clusters
  Score: Raw -945452.640919 + Penalty 3014.528552 = -942438.112367
  nChanged 44
		SP:Iteration 38Q (14357.140000 sec): 3 clusters
  Score: Raw -945463.634198 + Penalty 3014.528552 = -942449.105646
  nChanged 42
		SP:Iteration 39Q (14357.300000 sec): 3 clusters
  Score: Raw -945474.775040 + Penalty 3014.528552 = -942460.246488
  nChanged 38
		SP:Iteration 40F (14357.570000 sec): 3 clusters
  Score: Raw -945485.315649 + Penalty 3014.528552 = -942470.787097
  nChanged 36
		SP:Iteration 41Q (14357.780000 sec): 3 clusters
  Score: Raw -945494.876363 + Penalty 3014.528552 = -942480.347811
  nChanged 35
		SP:Iteration 42Q (14357.940000 sec): 3 clusters
  Score: Raw -945502.594392 + Penalty 3014.528552 = -942488.065840
  nChanged 26
		SP:Iteration 43Q (14358.160000 sec): 3 clusters
  Score: Raw -945510.068874 + Penalty 3014.528552 = -942495.540322
  nChanged 27
		SP:Iteration 44Q (14358.380000 sec): 3 clusters
  Score: Raw -945519.177797 + Penalty 3014.528552 = -942504.649246
  nChanged 34
		SP:Iteration 45Q (14358.600000 sec): 3 clusters
  Score: Raw -945529.954955 + Penalty 3014.528552 = -942515.426403
  nChanged 34
		SP:Iteration 46Q (14358.830000 sec): 3 clusters
  Score: Raw -945541.905387 + Penalty 3014.528552 = -942527.376835
  nChanged 36
		SP:Iteration 47Q (14359.080000 sec): 3 clusters
  Score: Raw -945552.360441 + Penalty 3014.528552 = -942537.831889
  nChanged 26
		SP:Iteration 48Q (14359.260000 sec): 3 clusters
  Score: Raw -945558.071275 + Penalty 3014.528552 = -942543.542723
  nChanged 18
		SP:Iteration 49Q (14359.480000 sec): 3 clusters
  Score: Raw -945562.017600 + Penalty 3014.528552 = -942547.489048
  nChanged 19
		SP:Iteration 50Q (14359.700000 sec): 3 clusters
  Score: Raw -945567.327212 + Penalty 3014.528552 = -942552.798661
  nChanged 27
		SP:Iteration 51Q (14359.920000 sec): 3 clusters
  Score: Raw -945572.642279 + Penalty 3014.528552 = -942558.113728
  nChanged 17
		SP:Iteration 52Q (14360.150000 sec): 3 clusters
  Score: Raw -945576.529020 + Penalty 3014.528552 = -942562.000468
  nChanged 12
		SP:Iteration 53Q (14360.300000 sec): 3 clusters
  Score: Raw -945579.472932 + Penalty 3014.528552 = -942564.944380
  nChanged 12
		SP:Iteration 54Q (14360.520000 sec): 3 clusters
  Score: Raw -945582.590404 + Penalty 3014.528552 = -942568.061852
  nChanged 11
		SP:Iteration 55Q (14360.740000 sec): 3 clusters
  Score: Raw -945586.692044 + Penalty 3014.528552 = -942572.163492
  nChanged 19
		SP:Iteration 56Q (14360.890000 sec): 3 clusters
  Score: Raw -945594.544129 + Penalty 3014.528552 = -942580.015578
  nChanged 21
		SP:Iteration 57Q (14361.100000 sec): 3 clusters
  Score: Raw -945601.459814 + Penalty 3014.528552 = -942586.931262
  nChanged 22
		SP:Iteration 58Q (14361.250000 sec): 3 clusters
  Score: Raw -945611.732714 + Penalty 3014.528552 = -942597.204162
  nChanged 27
		SP:Iteration 59Q (14361.400000 sec): 3 clusters
  Score: Raw -945626.205623 + Penalty 3014.528552 = -942611.677071
  nChanged 27
		SP:Iteration 60F (14361.620000 sec): 3 clusters
  Score: Raw -945639.729684 + Penalty 3014.528552 = -942625.201133
  nChanged 36
		SP:Iteration 61Q (14361.850000 sec): 3 clusters
  Score: Raw -945655.914178 + Penalty 3014.528552 = -942641.385626
  nChanged 39
		SP:Iteration 62Q (14362.070000 sec): 3 clusters
  Score: Raw -945678.688084 + Penalty 3014.528552 = -942664.159533
  nChanged 45
		SP:Iteration 63Q (14362.210000 sec): 3 clusters
  Score: Raw -945702.080126 + Penalty 3014.528552 = -942687.551575
  nChanged 34
		SP:Iteration 64Q (14362.440000 sec): 3 clusters
  Score: Raw -945716.356917 + Penalty 3014.528552 = -942701.828366
  nChanged 22
		SP:Iteration 65Q (14362.660000 sec): 3 clusters
  Score: Raw -945727.073662 + Penalty 3014.528552 = -942712.545110
  nChanged 16
		SP:Iteration 66Q (14362.880000 sec): 3 clusters
  Score: Raw -945733.199080 + Penalty 3014.528552 = -942718.670528
  nChanged 13
		SP:Iteration 67Q (14363.100000 sec): 3 clusters
  Score: Raw -945737.411689 + Penalty 3014.528552 = -942722.883137
  nChanged 9
		SP:Iteration 68Q (14363.320000 sec): 3 clusters
  Score: Raw -945740.525676 + Penalty 3014.528552 = -942725.997124
  nChanged 12
		SP:Iteration 69Q (14363.540000 sec): 3 clusters
  Score: Raw -945743.451093 + Penalty 3014.528552 = -942728.922542
  nChanged 8
		SP:Iteration 70Q (14363.760000 sec): 3 clusters
  Score: Raw -945745.379634 + Penalty 3014.528552 = -942730.851082
  nChanged 7
		SP:Iteration 71Q (14363.980000 sec): 3 clusters
  Score: Raw -945747.916044 + Penalty 3014.528552 = -942733.387492
  nChanged 5
		SP:Iteration 72Q (14364.200000 sec): 3 clusters
  Score: Raw -945749.729605 + Penalty 3014.528552 = -942735.201053
  nChanged 3
		SP:Iteration 73Q (14364.420000 sec): 3 clusters
  Score: Raw -945750.515707 + Penalty 3014.528552 = -942735.987155
  nChanged 4
		SP:Iteration 74Q (14364.630000 sec): 3 clusters
  Score: Raw -945751.097366 + Penalty 3014.528552 = -942736.568815
  nChanged 1
		SP:Iteration 75Q (14364.850000 sec): 3 clusters
  Score: Raw -945751.316163 + Penalty 3014.528552 = -942736.787612
  nChanged 0
		SP:Iteration 76F (14365.150000 sec): 3 clusters
  Score: Raw -945751.316163 + Penalty 3014.528552 = -942736.787612
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (2503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14365.220000 sec): 2 clusters
  Score: Raw -242591.829648 + Penalty 1271.602360 = -241320.227288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14365.280000 sec): 3 clusters
  Score: Raw -241445.016873 + Penalty 2543.204720 = -238901.812154
  nChanged 944
		SP:Iteration 1F (14365.360000 sec): 3 clusters
  Score: Raw -241994.113042 + Penalty 2543.204720 = -239450.908323
  nChanged 164
		SP:Iteration 2F (14365.410000 sec): 3 clusters
  Score: Raw -242101.301664 + Penalty 2543.204720 = -239558.096944
  nChanged 115
		SP:Iteration 3Q (14365.460000 sec): 3 clusters
  Score: Raw -242168.995351 + Penalty 2543.204720 = -239625.790631
  nChanged 76
		SP:Iteration 4Q (14365.500000 sec): 3 clusters
  Score: Raw -242208.691053 + Penalty 2543.204720 = -239665.486334
  nChanged 49
		SP:Iteration 5Q (14365.560000 sec): 3 clusters
  Score: Raw -242232.768354 + Penalty 2543.204720 = -239689.563634
  nChanged 44
		SP:Iteration 6Q (14365.600000 sec): 3 clusters
  Score: Raw -242254.851363 + Penalty 2543.204720 = -239711.646643
  nChanged 41
		SP:Iteration 7Q (14365.650000 sec): 3 clusters
  Score: Raw -242275.155974 + Penalty 2543.204720 = -239731.951254
  nChanged 39
		SP:Iteration 8Q (14365.700000 sec): 3 clusters
  Score: Raw -242291.038767 + Penalty 2543.204720 = -239747.834048
  nChanged 30
		SP:Iteration 9Q (14365.750000 sec): 3 clusters
  Score: Raw -242303.464725 + Penalty 2543.204720 = -239760.260006
  nChanged 28
		SP:Iteration 10Q (14365.800000 sec): 3 clusters
  Score: Raw -242315.104582 + Penalty 2543.204720 = -239771.899863
  nChanged 15
		SP:Iteration 11Q (14365.850000 sec): 3 clusters
  Score: Raw -242320.611940 + Penalty 2543.204720 = -239777.407220
  nChanged 15
		SP:Iteration 12Q (14365.900000 sec): 3 clusters
  Score: Raw -242327.226689 + Penalty 2543.204720 = -239784.021970
  nChanged 15
		SP:Iteration 13Q (14365.950000 sec): 3 clusters
  Score: Raw -242332.580555 + Penalty 2543.204720 = -239789.375835
  nChanged 7
		SP:Iteration 14Q (14366.000000 sec): 3 clusters
  Score: Raw -242334.664976 + Penalty 2543.204720 = -239791.460257
  nChanged 7
		SP:Iteration 15Q (14366.050000 sec): 3 clusters
  Score: Raw -242336.581465 + Penalty 2543.204720 = -239793.376745
  nChanged 3
		SP:Iteration 16Q (14366.100000 sec): 3 clusters
  Score: Raw -242338.113801 + Penalty 2543.204720 = -239794.909082
  nChanged 2
		SP:Iteration 17Q (14366.140000 sec): 3 clusters
  Score: Raw -242338.796353 + Penalty 2543.204720 = -239795.591633
  nChanged 1
		SP:Iteration 18Q (14366.190000 sec): 3 clusters
  Score: Raw -242339.013826 + Penalty 2543.204720 = -239795.809106
  nChanged 2
		SP:Iteration 19Q (14366.240000 sec): 3 clusters
  Score: Raw -242339.624296 + Penalty 2543.204720 = -239796.419577
  nChanged 2
		SP:Iteration 20F (14366.290000 sec): 3 clusters
  Score: Raw -242340.689896 + Penalty 2543.204720 = -239797.485176
  nChanged 1
		SP:Iteration 21Q (14366.340000 sec): 3 clusters
  Score: Raw -242340.820951 + Penalty 2543.204720 = -239797.616231
  nChanged 0
		SP:Iteration 22F (14366.390000 sec): 3 clusters
  Score: Raw -242340.820951 + Penalty 2543.204720 = -239797.616231
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (12447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14366.530000 sec): 2 clusters
  Score: Raw -1194267.750991 + Penalty 1532.250673 = -1192735.500319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14366.820000 sec): 3 clusters
  Score: Raw -1187116.071414 + Penalty 3064.501345 = -1184051.570068
  nChanged 5457
		SP:Iteration 1F (14367.070000 sec): 3 clusters
  Score: Raw -1189942.212723 + Penalty 3064.501345 = -1186877.711378
  nChanged 769
		SP:Iteration 2F (14367.290000 sec): 3 clusters
  Score: Raw -1190370.774637 + Penalty 3064.501345 = -1187306.273291
  nChanged 829
		SP:Iteration 3F (14367.510000 sec): 3 clusters
  Score: Raw -1190948.651137 + Penalty 3064.501345 = -1187884.149792
  nChanged 958
		SP:Iteration 4F (14367.760000 sec): 3 clusters
  Score: Raw -1191657.246112 + Penalty 3064.501345 = -1188592.744766
  nChanged 945
		SP:Iteration 5F (14367.940000 sec): 3 clusters
  Score: Raw -1192299.265325 + Penalty 3064.501345 = -1189234.763979
  nChanged 775
		SP:Iteration 6F (14368.190000 sec): 3 clusters
  Score: Raw -1192724.586203 + Penalty 3064.501345 = -1189660.084857
  nChanged 537
		SP:Iteration 7Q (14368.440000 sec): 3 clusters
  Score: Raw -1192971.999615 + Penalty 3064.501345 = -1189907.498270
  nChanged 422
		SP:Iteration 8Q (14368.730000 sec): 3 clusters
  Score: Raw -1193151.568024 + Penalty 3064.501345 = -1190087.066679
  nChanged 323
		SP:Iteration 9Q (14368.970000 sec): 3 clusters
  Score: Raw -1193279.723496 + Penalty 3064.501345 = -1190215.222151
  nChanged 287
		SP:Iteration 10Q (14369.260000 sec): 3 clusters
  Score: Raw -1193387.052184 + Penalty 3064.501345 = -1190322.550839
  nChanged 264
		SP:Iteration 11Q (14369.500000 sec): 3 clusters
  Score: Raw -1193486.199491 + Penalty 3064.501345 = -1190421.698146
  nChanged 268
		SP:Iteration 12Q (14369.840000 sec): 3 clusters
  Score: Raw -1193591.842832 + Penalty 3064.501345 = -1190527.341486
  nChanged 247
		SP:Iteration 13Q (14370.080000 sec): 3 clusters
  Score: Raw -1193693.803668 + Penalty 3064.501345 = -1190629.302322
  nChanged 250
		SP:Iteration 14Q (14370.320000 sec): 3 clusters
  Score: Raw -1193800.882355 + Penalty 3064.501345 = -1190736.381010
  nChanged 264
		SP:Iteration 15Q (14370.570000 sec): 3 clusters
  Score: Raw -1193931.759063 + Penalty 3064.501345 = -1190867.257717
  nChanged 280
		SP:Iteration 16Q (14370.900000 sec): 3 clusters
  Score: Raw -1194074.186759 + Penalty 3064.501345 = -1191009.685414
  nChanged 300
		SP:Iteration 17Q (14371.140000 sec): 3 clusters
  Score: Raw -1194220.178822 + Penalty 3064.501345 = -1191155.677477
  nChanged 300
		SP:Iteration 18Q (14371.380000 sec): 3 clusters
  Score: Raw -1194362.674586 + Penalty 3064.501345 = -1191298.173241
  nChanged 287
		SP:Iteration 19Q (14371.600000 sec): 3 clusters
  Score: Raw -1194496.048731 + Penalty 3064.501345 = -1191431.547386
  nChanged 284
		SP:Iteration 20F (14371.840000 sec): 3 clusters
  Score: Raw -1194631.759086 + Penalty 3064.501345 = -1191567.257741
  nChanged 285
		SP:Iteration 21Q (14372.130000 sec): 3 clusters
  Score: Raw -1194760.926022 + Penalty 3064.501345 = -1191696.424676
  nChanged 245
		SP:Iteration 22Q (14372.370000 sec): 3 clusters
  Score: Raw -1194870.823699 + Penalty 3064.501345 = -1191806.322353
  nChanged 243
		SP:Iteration 23Q (14372.670000 sec): 3 clusters
  Score: Raw -1194983.447458 + Penalty 3064.501345 = -1191918.946113
  nChanged 236
		SP:Iteration 24Q (14372.910000 sec): 3 clusters
  Score: Raw -1195099.167764 + Penalty 3064.501345 = -1192034.666419
  nChanged 228
		SP:Iteration 25Q (14373.200000 sec): 3 clusters
  Score: Raw -1195202.630227 + Penalty 3064.501345 = -1192138.128882
  nChanged 175
		SP:Iteration 26Q (14373.450000 sec): 3 clusters
  Score: Raw -1195285.449338 + Penalty 3064.501345 = -1192220.947992
  nChanged 182
		SP:Iteration 27Q (14373.620000 sec): 3 clusters
  Score: Raw -1195370.260779 + Penalty 3064.501345 = -1192305.759434
  nChanged 156
		SP:Iteration 28Q (14373.810000 sec): 3 clusters
  Score: Raw -1195437.710073 + Penalty 3064.501345 = -1192373.208728
  nChanged 139
		SP:Iteration 29Q (14374.110000 sec): 3 clusters
  Score: Raw -1195488.181838 + Penalty 3064.501345 = -1192423.680492
  nChanged 114
		SP:Iteration 30Q (14374.310000 sec): 3 clusters
  Score: Raw -1195526.857241 + Penalty 3064.501345 = -1192462.355895
  nChanged 86
		SP:Iteration 31Q (14374.560000 sec): 3 clusters
  Score: Raw -1195555.822163 + Penalty 3064.501345 = -1192491.320817
  nChanged 71
		SP:Iteration 32Q (14374.860000 sec): 3 clusters
  Score: Raw -1195579.654795 + Penalty 3064.501345 = -1192515.153449
  nChanged 60
		SP:Iteration 33Q (14375.100000 sec): 3 clusters
  Score: Raw -1195597.006811 + Penalty 3064.501345 = -1192532.505466
  nChanged 41
		SP:Iteration 34Q (14375.350000 sec): 3 clusters
  Score: Raw -1195608.241360 + Penalty 3064.501345 = -1192543.740015
  nChanged 41
		SP:Iteration 35Q (14375.560000 sec): 3 clusters
  Score: Raw -1195618.725570 + Penalty 3064.501345 = -1192554.224224
  nChanged 38
		SP:Iteration 36Q (14375.720000 sec): 3 clusters
  Score: Raw -1195627.436574 + Penalty 3064.501345 = -1192562.935229
  nChanged 31
		SP:Iteration 37Q (14375.910000 sec): 3 clusters
  Score: Raw -1195634.020563 + Penalty 3064.501345 = -1192569.519218
  nChanged 25
		SP:Iteration 38Q (14376.200000 sec): 3 clusters
  Score: Raw -1195639.048274 + Penalty 3064.501345 = -1192574.546929
  nChanged 22
		SP:Iteration 39Q (14376.420000 sec): 3 clusters
  Score: Raw -1195642.804905 + Penalty 3064.501345 = -1192578.303559
  nChanged 11
		SP:Iteration 40F (14376.600000 sec): 3 clusters
  Score: Raw -1195644.946745 + Penalty 3064.501345 = -1192580.445399
  nChanged 9
		SP:Iteration 41Q (14376.880000 sec): 3 clusters
  Score: Raw -1195646.549688 + Penalty 3064.501345 = -1192582.048343
  nChanged 8
		SP:Iteration 42Q (14377.100000 sec): 3 clusters
  Score: Raw -1195648.324158 + Penalty 3064.501345 = -1192583.822813
  nChanged 11
		SP:Iteration 43Q (14377.380000 sec): 3 clusters
  Score: Raw -1195650.807150 + Penalty 3064.501345 = -1192586.305804
  nChanged 14
		SP:Iteration 44Q (14377.550000 sec): 3 clusters
  Score: Raw -1195653.611110 + Penalty 3064.501345 = -1192589.109765
  nChanged 10
		SP:Iteration 45Q (14377.830000 sec): 3 clusters
  Score: Raw -1195655.447683 + Penalty 3064.501345 = -1192590.946337
  nChanged 13
		SP:Iteration 46Q (14378.040000 sec): 3 clusters
  Score: Raw -1195658.445597 + Penalty 3064.501345 = -1192593.944252
  nChanged 14
		SP:Iteration 47Q (14378.290000 sec): 3 clusters
  Score: Raw -1195661.128009 + Penalty 3064.501345 = -1192596.626664
  nChanged 8
		SP:Iteration 48Q (14378.490000 sec): 3 clusters
  Score: Raw -1195662.797032 + Penalty 3064.501345 = -1192598.295686
  nChanged 8
		SP:Iteration 49Q (14378.790000 sec): 3 clusters
  Score: Raw -1195664.538832 + Penalty 3064.501345 = -1192600.037486
  nChanged 3
		SP:Iteration 50Q (14379.000000 sec): 3 clusters
  Score: Raw -1195665.021606 + Penalty 3064.501345 = -1192600.520260
  nChanged 1
		SP:Iteration 51Q (14379.260000 sec): 3 clusters
  Score: Raw -1195665.240706 + Penalty 3064.501345 = -1192600.739360
  nChanged 2
		SP:Iteration 52Q (14379.530000 sec): 3 clusters
  Score: Raw -1195665.627914 + Penalty 3064.501345 = -1192601.126569
  nChanged 3
		SP:Iteration 53Q (14379.820000 sec): 3 clusters
  Score: Raw -1195666.236031 + Penalty 3064.501345 = -1192601.734686
  nChanged 3
		SP:Iteration 54Q (14380.060000 sec): 3 clusters
  Score: Raw -1195666.924497 + Penalty 3064.501345 = -1192602.423151
  nChanged 4
		SP:Iteration 55Q (14380.350000 sec): 3 clusters
  Score: Raw -1195667.848009 + Penalty 3064.501345 = -1192603.346663
  nChanged 7
		SP:Iteration 56Q (14380.600000 sec): 3 clusters
  Score: Raw -1195669.068487 + Penalty 3064.501345 = -1192604.567142
  nChanged 4
		SP:Iteration 57Q (14380.880000 sec): 3 clusters
  Score: Raw -1195669.704222 + Penalty 3064.501345 = -1192605.202876
  nChanged 2
		SP:Iteration 58Q (14381.130000 sec): 3 clusters
  Score: Raw -1195669.946460 + Penalty 3064.501345 = -1192605.445115
  nChanged 1
		SP:Iteration 59Q (14381.420000 sec): 3 clusters
  Score: Raw -1195670.131949 + Penalty 3064.501345 = -1192605.630603
  nChanged 1
		SP:Iteration 60F (14381.660000 sec): 3 clusters
  Score: Raw -1195670.231188 + Penalty 3064.501345 = -1192605.729842
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (4632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14381.790000 sec): 2 clusters
  Score: Raw -363906.265304 + Penalty 1371.620903 = -362534.644401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14381.970000 sec): 3 clusters
  Score: Raw -361520.448194 + Penalty 2743.241806 = -358777.206387
  nChanged 1852
		SP:Iteration 1F (14382.140000 sec): 3 clusters
  Score: Raw -362595.888975 + Penalty 2743.241806 = -359852.647169
  nChanged 405
		SP:Iteration 2F (14382.320000 sec): 3 clusters
  Score: Raw -362910.093046 + Penalty 2743.241806 = -360166.851239
  nChanged 343
		SP:Iteration 3F (14382.500000 sec): 3 clusters
  Score: Raw -363161.714036 + Penalty 2743.241806 = -360418.472230
  nChanged 262
		SP:Iteration 4F (14382.670000 sec): 3 clusters
  Score: Raw -363363.088631 + Penalty 2743.241806 = -360619.846825
  nChanged 239
		SP:Iteration 5F (14382.850000 sec): 3 clusters
  Score: Raw -363520.350086 + Penalty 2743.241806 = -360777.108280
  nChanged 200
		SP:Iteration 6Q (14383.020000 sec): 3 clusters
  Score: Raw -363647.960489 + Penalty 2743.241806 = -360904.718683
  nChanged 181
		SP:Iteration 7Q (14383.200000 sec): 3 clusters
  Score: Raw -363757.781977 + Penalty 2743.241806 = -361014.540170
  nChanged 134
		SP:Iteration 8Q (14383.380000 sec): 3 clusters
  Score: Raw -363836.531899 + Penalty 2743.241806 = -361093.290092
  nChanged 117
		SP:Iteration 9Q (14383.550000 sec): 3 clusters
  Score: Raw -363905.757857 + Penalty 2743.241806 = -361162.516051
  nChanged 112
		SP:Iteration 10Q (14383.730000 sec): 3 clusters
  Score: Raw -363970.334733 + Penalty 2743.241806 = -361227.092927
  nChanged 84
		SP:Iteration 11Q (14383.900000 sec): 3 clusters
  Score: Raw -364010.739744 + Penalty 2743.241806 = -361267.497938
  nChanged 59
		SP:Iteration 12Q (14384.080000 sec): 3 clusters
  Score: Raw -364033.781166 + Penalty 2743.241806 = -361290.539359
  nChanged 48
		SP:Iteration 13Q (14384.250000 sec): 3 clusters
  Score: Raw -364055.633942 + Penalty 2743.241806 = -361312.392136
  nChanged 45
		SP:Iteration 14Q (14384.430000 sec): 3 clusters
  Score: Raw -364071.213822 + Penalty 2743.241806 = -361327.972016
  nChanged 33
		SP:Iteration 15Q (14384.600000 sec): 3 clusters
  Score: Raw -364080.179980 + Penalty 2743.241806 = -361336.938174
  nChanged 29
		SP:Iteration 16Q (14384.780000 sec): 3 clusters
  Score: Raw -364088.722513 + Penalty 2743.241806 = -361345.480707
  nChanged 22
		SP:Iteration 17Q (14384.960000 sec): 3 clusters
  Score: Raw -364095.404390 + Penalty 2743.241806 = -361352.162584
  nChanged 18
		SP:Iteration 18Q (14385.130000 sec): 3 clusters
  Score: Raw -364101.008828 + Penalty 2743.241806 = -361357.767022
  nChanged 14
		SP:Iteration 19Q (14385.310000 sec): 3 clusters
  Score: Raw -364104.718852 + Penalty 2743.241806 = -361361.477045
  nChanged 11
		SP:Iteration 20F (14385.480000 sec): 3 clusters
  Score: Raw -364109.020375 + Penalty 2743.241806 = -361365.778568
  nChanged 14
		SP:Iteration 21Q (14385.660000 sec): 3 clusters
  Score: Raw -364112.208307 + Penalty 2743.241806 = -361368.966500
  nChanged 11
		SP:Iteration 22Q (14385.840000 sec): 3 clusters
  Score: Raw -364116.078553 + Penalty 2743.241806 = -361372.836747
  nChanged 12
		SP:Iteration 23Q (14386.060000 sec): 3 clusters
  Score: Raw -364119.755226 + Penalty 2743.241806 = -361376.513420
  nChanged 15
		SP:Iteration 24Q (14386.230000 sec): 3 clusters
  Score: Raw -364123.737375 + Penalty 2743.241806 = -361380.495569
  nChanged 10
		SP:Iteration 25Q (14386.410000 sec): 3 clusters
  Score: Raw -364126.908478 + Penalty 2743.241806 = -361383.666672
  nChanged 14
		SP:Iteration 26Q (14386.580000 sec): 3 clusters
  Score: Raw -364130.392998 + Penalty 2743.241806 = -361387.151192
  nChanged 12
		SP:Iteration 27Q (14386.760000 sec): 3 clusters
  Score: Raw -364132.865603 + Penalty 2743.241806 = -361389.623797
  nChanged 10
		SP:Iteration 28Q (14386.940000 sec): 3 clusters
  Score: Raw -364136.455786 + Penalty 2743.241806 = -361393.213979
  nChanged 7
		SP:Iteration 29Q (14387.110000 sec): 3 clusters
  Score: Raw -364138.124155 + Penalty 2743.241806 = -361394.882349
  nChanged 7
		SP:Iteration 30Q (14387.280000 sec): 3 clusters
  Score: Raw -364140.162555 + Penalty 2743.241806 = -361396.920749
  nChanged 10
		SP:Iteration 31Q (14387.460000 sec): 3 clusters
  Score: Raw -364143.254249 + Penalty 2743.241806 = -361400.012443
  nChanged 11
		SP:Iteration 32Q (14387.640000 sec): 3 clusters
  Score: Raw -364146.160439 + Penalty 2743.241806 = -361402.918633
  nChanged 6
		SP:Iteration 33Q (14387.810000 sec): 3 clusters
  Score: Raw -364147.729900 + Penalty 2743.241806 = -361404.488094
  nChanged 5
		SP:Iteration 34Q (14387.990000 sec): 3 clusters
  Score: Raw -364148.874460 + Penalty 2743.241806 = -361405.632654
  nChanged 2
		SP:Iteration 35Q (14388.160000 sec): 3 clusters
  Score: Raw -364149.636409 + Penalty 2743.241806 = -361406.394603
  nChanged 4
		SP:Iteration 36Q (14388.340000 sec): 3 clusters
  Score: Raw -364150.111032 + Penalty 2743.241806 = -361406.869226
  nChanged 0
		SP:Iteration 37F (14388.520000 sec): 3 clusters
  Score: Raw -364150.111032 + Penalty 2743.241806 = -361406.869226
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14388.590000 sec): 2 clusters
  Score: Raw -119089.750545 + Penalty 1199.088821 = -117890.661724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14388.760000 sec): 3 clusters
  Score: Raw -118514.702123 + Penalty 2398.177641 = -116116.524481
  nChanged 543
		SP:Iteration 1F (14388.940000 sec): 3 clusters
  Score: Raw -119077.236520 + Penalty 2398.177641 = -116679.058878
  nChanged 185
		SP:Iteration 2F (14389.120000 sec): 3 clusters
  Score: Raw -119334.826862 + Penalty 2398.177641 = -116936.649221
  nChanged 117
		SP:Iteration 3F (14389.290000 sec): 3 clusters
  Score: Raw -119529.801719 + Penalty 2398.177641 = -117131.624077
  nChanged 88
		SP:Iteration 4F (14389.470000 sec): 3 clusters
  Score: Raw -119646.116688 + Penalty 2398.177641 = -117247.939047
  nChanged 57
		SP:Iteration 5Q (14389.640000 sec): 3 clusters
  Score: Raw -119715.213669 + Penalty 2398.177641 = -117317.036027
  nChanged 42
		SP:Iteration 6Q (14389.820000 sec): 3 clusters
  Score: Raw -119770.971931 + Penalty 2398.177641 = -117372.794289
  nChanged 34
		SP:Iteration 7Q (14390.000000 sec): 3 clusters
  Score: Raw -119804.155888 + Penalty 2398.177641 = -117405.978246
  nChanged 28
		SP:Iteration 8Q (14390.170000 sec): 3 clusters
  Score: Raw -119828.684837 + Penalty 2398.177641 = -117430.507195
  nChanged 25
		SP:Iteration 9Q (14390.350000 sec): 3 clusters
  Score: Raw -119847.271313 + Penalty 2398.177641 = -117449.093671
  nChanged 21
		SP:Iteration 10Q (14390.520000 sec): 3 clusters
  Score: Raw -119865.517149 + Penalty 2398.177641 = -117467.339507
  nChanged 19
		SP:Iteration 11Q (14390.700000 sec): 3 clusters
  Score: Raw -119877.643883 + Penalty 2398.177641 = -117479.466241
  nChanged 11
		SP:Iteration 12Q (14390.880000 sec): 3 clusters
  Score: Raw -119884.345820 + Penalty 2398.177641 = -117486.168179
  nChanged 9
		SP:Iteration 13Q (14391.050000 sec): 3 clusters
  Score: Raw -119891.059490 + Penalty 2398.177641 = -117492.881848
  nChanged 11
		SP:Iteration 14Q (14391.230000 sec): 3 clusters
  Score: Raw -119897.027303 + Penalty 2398.177641 = -117498.849661
  nChanged 6
		SP:Iteration 15Q (14391.400000 sec): 3 clusters
  Score: Raw -119901.030841 + Penalty 2398.177641 = -117502.853200
  nChanged 3
		SP:Iteration 16Q (14391.580000 sec): 3 clusters
  Score: Raw -119902.017623 + Penalty 2398.177641 = -117503.839981
  nChanged 1
		SP:Iteration 17Q (14391.760000 sec): 3 clusters
  Score: Raw -119902.870470 + Penalty 2398.177641 = -117504.692828
  nChanged 1
		SP:Iteration 18Q (14391.930000 sec): 3 clusters
  Score: Raw -119903.350482 + Penalty 2398.177641 = -117505.172840
  nChanged 0
		SP:Iteration 19F (14392.110000 sec): 3 clusters
  Score: Raw -119903.350482 + Penalty 2398.177641 = -117505.172840
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (2112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14392.190000 sec): 2 clusters
  Score: Raw -206364.291892 + Penalty 1244.000980 = -205120.290912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14392.360000 sec): 3 clusters
  Score: Raw -205464.371174 + Penalty 2488.001960 = -202976.369215
  nChanged 745
		SP:Iteration 1F (14392.540000 sec): 3 clusters
  Score: Raw -205965.464437 + Penalty 2488.001960 = -203477.462477
  nChanged 168
		SP:Iteration 2F (14392.720000 sec): 3 clusters
  Score: Raw -206113.052673 + Penalty 2488.001960 = -203625.050713
  nChanged 120
		SP:Iteration 3F (14392.890000 sec): 3 clusters
  Score: Raw -206202.189989 + Penalty 2488.001960 = -203714.188029
  nChanged 85
		SP:Iteration 4Q (14393.070000 sec): 3 clusters
  Score: Raw -206266.337066 + Penalty 2488.001960 = -203778.335106
  nChanged 79
		SP:Iteration 5Q (14393.240000 sec): 3 clusters
  Score: Raw -206323.631088 + Penalty 2488.001960 = -203835.629128
  nChanged 55
		SP:Iteration 6Q (14393.420000 sec): 3 clusters
  Score: Raw -206359.598320 + Penalty 2488.001960 = -203871.596361
  nChanged 42
		SP:Iteration 7Q (14393.600000 sec): 3 clusters
  Score: Raw -206386.280694 + Penalty 2488.001960 = -203898.278734
  nChanged 46
		SP:Iteration 8Q (14393.770000 sec): 3 clusters
  Score: Raw -206420.893460 + Penalty 2488.001960 = -203932.891500
  nChanged 35
		SP:Iteration 9Q (14393.950000 sec): 3 clusters
  Score: Raw -206440.772639 + Penalty 2488.001960 = -203952.770679
  nChanged 26
		SP:Iteration 10Q (14394.120000 sec): 3 clusters
  Score: Raw -206456.694730 + Penalty 2488.001960 = -203968.692771
  nChanged 19
		SP:Iteration 11Q (14394.300000 sec): 3 clusters
  Score: Raw -206466.855974 + Penalty 2488.001960 = -203978.854015
  nChanged 17
		SP:Iteration 12Q (14394.480000 sec): 3 clusters
  Score: Raw -206476.813268 + Penalty 2488.001960 = -203988.811309
  nChanged 14
		SP:Iteration 13Q (14394.650000 sec): 3 clusters
  Score: Raw -206484.834339 + Penalty 2488.001960 = -203996.832379
  nChanged 14
		SP:Iteration 14Q (14394.830000 sec): 3 clusters
  Score: Raw -206491.988445 + Penalty 2488.001960 = -204003.986486
  nChanged 12
		SP:Iteration 15Q (14395.000000 sec): 3 clusters
  Score: Raw -206498.363499 + Penalty 2488.001960 = -204010.361540
  nChanged 10
		SP:Iteration 16Q (14395.180000 sec): 3 clusters
  Score: Raw -206502.620268 + Penalty 2488.001960 = -204014.618309
  nChanged 5
		SP:Iteration 17Q (14395.360000 sec): 3 clusters
  Score: Raw -206505.299908 + Penalty 2488.001960 = -204017.297948
  nChanged 2
		SP:Iteration 18Q (14395.530000 sec): 3 clusters
  Score: Raw -206506.982110 + Penalty 2488.001960 = -204018.980150
  nChanged 3
		SP:Iteration 19Q (14395.710000 sec): 3 clusters
  Score: Raw -206508.210150 + Penalty 2488.001960 = -204020.208190
  nChanged 2
		SP:Iteration 20F (14395.880000 sec): 3 clusters
  Score: Raw -206508.917609 + Penalty 2488.001960 = -204020.915649
  nChanged 1
		SP:Iteration 21Q (14396.060000 sec): 3 clusters
  Score: Raw -206509.165365 + Penalty 2488.001960 = -204021.163405
  nChanged 2
		SP:Iteration 22Q (14396.230000 sec): 3 clusters
  Score: Raw -206509.694112 + Penalty 2488.001960 = -204021.692153
  nChanged 0
		SP:Iteration 23F (14396.410000 sec): 3 clusters
  Score: Raw -206509.694112 + Penalty 2488.001960 = -204021.692153
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (5621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14396.510000 sec): 2 clusters
  Score: Raw -392048.954259 + Penalty 1403.068040 = -390645.886219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14396.730000 sec): 3 clusters
  Score: Raw -389093.413035 + Penalty 2806.136080 = -386287.276955
  nChanged 2337
		SP:Iteration 1F (14396.900000 sec): 3 clusters
  Score: Raw -390764.219113 + Penalty 2806.136080 = -387958.083033
  nChanged 515
		SP:Iteration 2F (14397.080000 sec): 3 clusters
  Score: Raw -391231.567687 + Penalty 2806.136080 = -388425.431607
  nChanged 445
		SP:Iteration 3F (14397.250000 sec): 3 clusters
  Score: Raw -391625.666969 + Penalty 2806.136080 = -388819.530888
  nChanged 361
		SP:Iteration 4F (14397.420000 sec): 3 clusters
  Score: Raw -391939.592783 + Penalty 2806.136080 = -389133.456702
  nChanged 292
		SP:Iteration 5F (14397.590000 sec): 3 clusters
  Score: Raw -392158.986614 + Penalty 2806.136080 = -389352.850533
  nChanged 231
		SP:Iteration 6Q (14397.760000 sec): 3 clusters
  Score: Raw -392315.031737 + Penalty 2806.136080 = -389508.895656
  nChanged 176
		SP:Iteration 7Q (14397.930000 sec): 3 clusters
  Score: Raw -392409.770909 + Penalty 2806.136080 = -389603.634829
  nChanged 115
		SP:Iteration 8Q (14398.100000 sec): 3 clusters
  Score: Raw -392465.196839 + Penalty 2806.136080 = -389659.060759
  nChanged 97
		SP:Iteration 9Q (14398.280000 sec): 3 clusters
  Score: Raw -392505.396024 + Penalty 2806.136080 = -389699.259944
  nChanged 79
		SP:Iteration 10Q (14398.490000 sec): 3 clusters
  Score: Raw -392538.632693 + Penalty 2806.136080 = -389732.496613
  nChanged 75
		SP:Iteration 11Q (14398.660000 sec): 3 clusters
  Score: Raw -392567.783535 + Penalty 2806.136080 = -389761.647454
  nChanged 59
		SP:Iteration 12Q (14398.830000 sec): 3 clusters
  Score: Raw -392586.205485 + Penalty 2806.136080 = -389780.069404
  nChanged 51
		SP:Iteration 13Q (14399.000000 sec): 3 clusters
  Score: Raw -392603.809895 + Penalty 2806.136080 = -389797.673814
  nChanged 45
		SP:Iteration 14Q (14399.170000 sec): 3 clusters
  Score: Raw -392620.687088 + Penalty 2806.136080 = -389814.551007
  nChanged 49
		SP:Iteration 15Q (14399.340000 sec): 3 clusters
  Score: Raw -392633.033304 + Penalty 2806.136080 = -389826.897223
  nChanged 44
		SP:Iteration 16Q (14399.520000 sec): 3 clusters
  Score: Raw -392648.854348 + Penalty 2806.136080 = -389842.718268
  nChanged 46
		SP:Iteration 17Q (14399.680000 sec): 3 clusters
  Score: Raw -392664.362637 + Penalty 2806.136080 = -389858.226557
  nChanged 34
		SP:Iteration 18Q (14399.860000 sec): 3 clusters
  Score: Raw -392673.015057 + Penalty 2806.136080 = -389866.878976
  nChanged 40
		SP:Iteration 19Q (14400.030000 sec): 3 clusters
  Score: Raw -392684.507628 + Penalty 2806.136080 = -389878.371547
  nChanged 31
		SP:Iteration 20F (14400.230000 sec): 3 clusters
  Score: Raw -392691.841442 + Penalty 2806.136080 = -389885.705362
  nChanged 28
		SP:Iteration 21Q (14400.400000 sec): 3 clusters
  Score: Raw -392698.617211 + Penalty 2806.136080 = -389892.481130
  nChanged 24
		SP:Iteration 22Q (14400.570000 sec): 3 clusters
  Score: Raw -392703.986011 + Penalty 2806.136080 = -389897.849930
  nChanged 22
		SP:Iteration 23Q (14400.740000 sec): 3 clusters
  Score: Raw -392707.826330 + Penalty 2806.136080 = -389901.690249
  nChanged 14
		SP:Iteration 24Q (14400.910000 sec): 3 clusters
  Score: Raw -392710.798056 + Penalty 2806.136080 = -389904.661976
  nChanged 11
		SP:Iteration 25Q (14401.090000 sec): 3 clusters
  Score: Raw -392712.592566 + Penalty 2806.136080 = -389906.456485
  nChanged 12
		SP:Iteration 26Q (14401.250000 sec): 3 clusters
  Score: Raw -392714.785267 + Penalty 2806.136080 = -389908.649187
  nChanged 9
		SP:Iteration 27Q (14401.430000 sec): 3 clusters
  Score: Raw -392716.071662 + Penalty 2806.136080 = -389909.935581
  nChanged 8
		SP:Iteration 28Q (14401.600000 sec): 3 clusters
  Score: Raw -392717.617322 + Penalty 2806.136080 = -389911.481242
  nChanged 5
		SP:Iteration 29Q (14401.770000 sec): 3 clusters
  Score: Raw -392718.180429 + Penalty 2806.136080 = -389912.044348
  nChanged 3
		SP:Iteration 30Q (14401.940000 sec): 3 clusters
  Score: Raw -392718.676415 + Penalty 2806.136080 = -389912.540335
  nChanged 4
		SP:Iteration 31Q (14402.110000 sec): 3 clusters
  Score: Raw -392719.210498 + Penalty 2806.136080 = -389913.074418
  nChanged 5
		SP:Iteration 32Q (14402.280000 sec): 3 clusters
  Score: Raw -392719.923854 + Penalty 2806.136080 = -389913.787773
  nChanged 5
		SP:Iteration 33Q (14402.450000 sec): 3 clusters
  Score: Raw -392721.520831 + Penalty 2806.136080 = -389915.384751
  nChanged 11
		SP:Iteration 34Q (14402.620000 sec): 3 clusters
  Score: Raw -392724.998271 + Penalty 2806.136080 = -389918.862190
  nChanged 10
		SP:Iteration 35Q (14402.790000 sec): 3 clusters
  Score: Raw -392727.267459 + Penalty 2806.136080 = -389921.131378
  nChanged 10
		SP:Iteration 36Q (14402.970000 sec): 3 clusters
  Score: Raw -392729.732305 + Penalty 2806.136080 = -389923.596224
  nChanged 11
		SP:Iteration 37Q (14403.130000 sec): 3 clusters
  Score: Raw -392731.278401 + Penalty 2806.136080 = -389925.142321
  nChanged 7
		SP:Iteration 38Q (14403.330000 sec): 3 clusters
  Score: Raw -392732.343940 + Penalty 2806.136080 = -389926.207860
  nChanged 5
		SP:Iteration 39Q (14403.430000 sec): 3 clusters
  Score: Raw -392732.986033 + Penalty 2806.136080 = -389926.849952
  nChanged 2
		SP:Iteration 40F (14403.630000 sec): 3 clusters
  Score: Raw -392733.230346 + Penalty 2806.136080 = -389927.094266
  nChanged 3
		SP:Iteration 41Q (14403.800000 sec): 3 clusters
  Score: Raw -392733.486362 + Penalty 2806.136080 = -389927.350282
  nChanged 1
		SP:Iteration 42Q (14403.970000 sec): 3 clusters
  Score: Raw -392733.593005 + Penalty 2806.136080 = -389927.456924
  nChanged 1
		SP:Iteration 43Q (14404.150000 sec): 3 clusters
  Score: Raw -392733.739222 + Penalty 2806.136080 = -389927.603142
  nChanged 4
		SP:Iteration 44Q (14404.320000 sec): 3 clusters
  Score: Raw -392734.528596 + Penalty 2806.136080 = -389928.392516
  nChanged 3
		SP:Iteration 45Q (14404.490000 sec): 3 clusters
  Score: Raw -392735.007907 + Penalty 2806.136080 = -389928.871826
  nChanged 3
		SP:Iteration 46Q (14404.660000 sec): 3 clusters
  Score: Raw -392735.480724 + Penalty 2806.136080 = -389929.344644
  nChanged 2
		SP:Iteration 47Q (14404.870000 sec): 3 clusters
  Score: Raw -392735.875160 + Penalty 2806.136080 = -389929.739080
  nChanged 5
		SP:Iteration 48Q (14405.050000 sec): 3 clusters
  Score: Raw -392736.774103 + Penalty 2806.136080 = -389930.638022
  nChanged 3
		SP:Iteration 49Q (14405.210000 sec): 3 clusters
  Score: Raw -392737.321787 + Penalty 2806.136080 = -389931.185707
  nChanged 3
		SP:Iteration 50Q (14405.390000 sec): 3 clusters
  Score: Raw -392737.794335 + Penalty 2806.136080 = -389931.658255
  nChanged 1
		SP:Iteration 51Q (14405.560000 sec): 3 clusters
  Score: Raw -392737.865437 + Penalty 2806.136080 = -389931.729356
  nChanged 0
		SP:Iteration 52F (14405.730000 sec): 3 clusters
  Score: Raw -392737.865437 + Penalty 2806.136080 = -389931.729356
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (7051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14405.850000 sec): 2 clusters
  Score: Raw -542288.282359 + Penalty 1439.900269 = -540848.382090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14406.060000 sec): 3 clusters
  Score: Raw -538556.722513 + Penalty 2879.800537 = -535676.921975
  nChanged 2906
		SP:Iteration 1F (14406.260000 sec): 3 clusters
  Score: Raw -540293.683828 + Penalty 2879.800537 = -537413.883291
  nChanged 577
		SP:Iteration 2F (14406.460000 sec): 3 clusters
  Score: Raw -540677.834490 + Penalty 2879.800537 = -537798.033952
  nChanged 481
		SP:Iteration 3F (14406.670000 sec): 3 clusters
  Score: Raw -541018.008438 + Penalty 2879.800537 = -538138.207900
  nChanged 417
		SP:Iteration 4F (14406.870000 sec): 3 clusters
  Score: Raw -541312.984843 + Penalty 2879.800537 = -538433.184306
  nChanged 380
		SP:Iteration 5F (14407.070000 sec): 3 clusters
  Score: Raw -541540.821708 + Penalty 2879.800537 = -538661.021171
  nChanged 292
		SP:Iteration 6Q (14407.280000 sec): 3 clusters
  Score: Raw -541704.478552 + Penalty 2879.800537 = -538824.678015
  nChanged 244
		SP:Iteration 7Q (14407.480000 sec): 3 clusters
  Score: Raw -541816.676493 + Penalty 2879.800537 = -538936.875955
  nChanged 179
		SP:Iteration 8Q (14407.680000 sec): 3 clusters
  Score: Raw -541895.014366 + Penalty 2879.800537 = -539015.213828
  nChanged 171
		SP:Iteration 9Q (14407.890000 sec): 3 clusters
  Score: Raw -541973.417024 + Penalty 2879.800537 = -539093.616487
  nChanged 158
		SP:Iteration 10Q (14408.090000 sec): 3 clusters
  Score: Raw -542051.500228 + Penalty 2879.800537 = -539171.699691
  nChanged 168
		SP:Iteration 11Q (14408.300000 sec): 3 clusters
  Score: Raw -542138.429203 + Penalty 2879.800537 = -539258.628666
  nChanged 155
		SP:Iteration 12Q (14408.500000 sec): 3 clusters
  Score: Raw -542213.521508 + Penalty 2879.800537 = -539333.720970
  nChanged 128
		SP:Iteration 13Q (14408.700000 sec): 3 clusters
  Score: Raw -542266.906275 + Penalty 2879.800537 = -539387.105738
  nChanged 105
		SP:Iteration 14Q (14408.900000 sec): 3 clusters
  Score: Raw -542308.207236 + Penalty 2879.800537 = -539428.406699
  nChanged 91
		SP:Iteration 15Q (14409.110000 sec): 3 clusters
  Score: Raw -542341.102303 + Penalty 2879.800537 = -539461.301766
  nChanged 88
		SP:Iteration 16Q (14409.310000 sec): 3 clusters
  Score: Raw -542376.139419 + Penalty 2879.800537 = -539496.338882
  nChanged 90
		SP:Iteration 17Q (14409.520000 sec): 3 clusters
  Score: Raw -542411.619932 + Penalty 2879.800537 = -539531.819395
  nChanged 88
		SP:Iteration 18Q (14409.710000 sec): 3 clusters
  Score: Raw -542447.137643 + Penalty 2879.800537 = -539567.337106
  nChanged 91
		SP:Iteration 19Q (14409.920000 sec): 3 clusters
  Score: Raw -542493.412833 + Penalty 2879.800537 = -539613.612296
  nChanged 89
		SP:Iteration 20F (14410.120000 sec): 3 clusters
  Score: Raw -542534.040455 + Penalty 2879.800537 = -539654.239918
  nChanged 78
		SP:Iteration 21Q (14410.220000 sec): 3 clusters
  Score: Raw -542567.445346 + Penalty 2879.800537 = -539687.644809
  nChanged 68
		SP:Iteration 22Q (14410.320000 sec): 3 clusters
  Score: Raw -542593.649279 + Penalty 2879.800537 = -539713.848742
  nChanged 66
		SP:Iteration 23Q (14410.430000 sec): 3 clusters
  Score: Raw -542613.531497 + Penalty 2879.800537 = -539733.730960
  nChanged 51
		SP:Iteration 24Q (14410.540000 sec): 3 clusters
  Score: Raw -542628.538968 + Penalty 2879.800537 = -539748.738431
  nChanged 57
		SP:Iteration 25Q (14410.750000 sec): 3 clusters
  Score: Raw -542645.911245 + Penalty 2879.800537 = -539766.110708
  nChanged 45
		SP:Iteration 26Q (14410.910000 sec): 3 clusters
  Score: Raw -542658.963166 + Penalty 2879.800537 = -539779.162629
  nChanged 36
		SP:Iteration 27Q (14411.100000 sec): 3 clusters
  Score: Raw -542668.806097 + Penalty 2879.800537 = -539789.005560
  nChanged 39
		SP:Iteration 28Q (14411.240000 sec): 3 clusters
  Score: Raw -542680.109232 + Penalty 2879.800537 = -539800.308695
  nChanged 38
		SP:Iteration 29Q (14411.360000 sec): 3 clusters
  Score: Raw -542694.377636 + Penalty 2879.800537 = -539814.577099
  nChanged 50
		SP:Iteration 30Q (14411.480000 sec): 3 clusters
  Score: Raw -542715.417079 + Penalty 2879.800537 = -539835.616542
  nChanged 54
		SP:Iteration 31Q (14411.590000 sec): 3 clusters
  Score: Raw -542742.087346 + Penalty 2879.800537 = -539862.286809
  nChanged 66
		SP:Iteration 32Q (14411.700000 sec): 3 clusters
  Score: Raw -542773.551091 + Penalty 2879.800537 = -539893.750554
  nChanged 67
		SP:Iteration 33Q (14412.010000 sec): 3 clusters
  Score: Raw -542803.161597 + Penalty 2879.800537 = -539923.361059
  nChanged 56
		SP:Iteration 34Q (14412.130000 sec): 3 clusters
  Score: Raw -542827.655291 + Penalty 2879.800537 = -539947.854754
  nChanged 55
		SP:Iteration 35Q (14412.350000 sec): 3 clusters
  Score: Raw -542846.591541 + Penalty 2879.800537 = -539966.791004
  nChanged 47
		SP:Iteration 36Q (14412.550000 sec): 3 clusters
  Score: Raw -542860.956731 + Penalty 2879.800537 = -539981.156193
  nChanged 45
		SP:Iteration 37Q (14412.750000 sec): 3 clusters
  Score: Raw -542872.929122 + Penalty 2879.800537 = -539993.128585
  nChanged 38
		SP:Iteration 38Q (14412.950000 sec): 3 clusters
  Score: Raw -542882.310746 + Penalty 2879.800537 = -540002.510209
  nChanged 33
		SP:Iteration 39Q (14413.160000 sec): 3 clusters
  Score: Raw -542890.853201 + Penalty 2879.800537 = -540011.052664
  nChanged 35
		SP:Iteration 40F (14413.360000 sec): 3 clusters
  Score: Raw -542901.283098 + Penalty 2879.800537 = -540021.482561
  nChanged 43
		SP:Iteration 41Q (14413.560000 sec): 3 clusters
  Score: Raw -542911.162145 + Penalty 2879.800537 = -540031.361608
  nChanged 32
		SP:Iteration 42Q (14413.760000 sec): 3 clusters
  Score: Raw -542917.815933 + Penalty 2879.800537 = -540038.015395
  nChanged 23
		SP:Iteration 43Q (14413.960000 sec): 3 clusters
  Score: Raw -542922.799876 + Penalty 2879.800537 = -540042.999339
  nChanged 21
		SP:Iteration 44Q (14414.170000 sec): 3 clusters
  Score: Raw -542927.965138 + Penalty 2879.800537 = -540048.164601
  nChanged 23
		SP:Iteration 45Q (14414.370000 sec): 3 clusters
  Score: Raw -542932.564326 + Penalty 2879.800537 = -540052.763789
  nChanged 19
		SP:Iteration 46Q (14414.570000 sec): 3 clusters
  Score: Raw -542935.162004 + Penalty 2879.800537 = -540055.361467
  nChanged 9
		SP:Iteration 47Q (14414.770000 sec): 3 clusters
  Score: Raw -542936.583361 + Penalty 2879.800537 = -540056.782824
  nChanged 6
		SP:Iteration 48Q (14414.970000 sec): 3 clusters
  Score: Raw -542937.885885 + Penalty 2879.800537 = -540058.085348
  nChanged 9
		SP:Iteration 49Q (14415.180000 sec): 3 clusters
  Score: Raw -542939.399273 + Penalty 2879.800537 = -540059.598736
  nChanged 5
		SP:Iteration 50Q (14415.380000 sec): 3 clusters
  Score: Raw -542939.862786 + Penalty 2879.800537 = -540060.062249
  nChanged 1
		SP:Iteration 51Q (14415.580000 sec): 3 clusters
  Score: Raw -542939.970471 + Penalty 2879.800537 = -540060.169934
  nChanged 1
		SP:Iteration 52Q (14415.780000 sec): 3 clusters
  Score: Raw -542940.074651 + Penalty 2879.800537 = -540060.274114
  nChanged 1
		SP:Iteration 53Q (14415.980000 sec): 3 clusters
  Score: Raw -542940.214406 + Penalty 2879.800537 = -540060.413869
  nChanged 2
		SP:Iteration 54Q (14416.180000 sec): 3 clusters
  Score: Raw -542940.819975 + Penalty 2879.800537 = -540061.019438
  nChanged 5
		SP:Iteration 55Q (14416.380000 sec): 3 clusters
  Score: Raw -542941.651090 + Penalty 2879.800537 = -540061.850553
  nChanged 4
		SP:Iteration 56Q (14416.580000 sec): 3 clusters
  Score: Raw -542942.632098 + Penalty 2879.800537 = -540062.831561
  nChanged 4
		SP:Iteration 57Q (14416.780000 sec): 3 clusters
  Score: Raw -542943.043327 + Penalty 2879.800537 = -540063.242790
  nChanged 0
		SP:Iteration 58F (14416.990000 sec): 3 clusters
  Score: Raw -542943.043327 + Penalty 2879.800537 = -540063.242790
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (8034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14417.100000 sec): 2 clusters
  Score: Raw -690334.374625 + Penalty 1461.108645 = -688873.265980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14417.320000 sec): 3 clusters
  Score: Raw -685923.008093 + Penalty 2922.217290 = -683000.790803
  nChanged 3471
		SP:Iteration 1F (14417.520000 sec): 3 clusters
  Score: Raw -688190.279799 + Penalty 2922.217290 = -685268.062509
  nChanged 750
		SP:Iteration 2F (14417.720000 sec): 3 clusters
  Score: Raw -688811.671434 + Penalty 2922.217290 = -685889.454145
  nChanged 618
		SP:Iteration 3F (14417.910000 sec): 3 clusters
  Score: Raw -689248.910119 + Penalty 2922.217290 = -686326.692829
  nChanged 503
		SP:Iteration 4F (14418.110000 sec): 3 clusters
  Score: Raw -689567.319568 + Penalty 2922.217290 = -686645.102279
  nChanged 401
		SP:Iteration 5Q (14418.310000 sec): 3 clusters
  Score: Raw -689785.580381 + Penalty 2922.217290 = -686863.363091
  nChanged 339
		SP:Iteration 6Q (14418.500000 sec): 3 clusters
  Score: Raw -689958.564897 + Penalty 2922.217290 = -687036.347607
  nChanged 276
		SP:Iteration 7Q (14418.700000 sec): 3 clusters
  Score: Raw -690090.133018 + Penalty 2922.217290 = -687167.915728
  nChanged 227
		SP:Iteration 8Q (14418.900000 sec): 3 clusters
  Score: Raw -690183.240748 + Penalty 2922.217290 = -687261.023458
  nChanged 172
		SP:Iteration 9Q (14419.100000 sec): 3 clusters
  Score: Raw -690250.422055 + Penalty 2922.217290 = -687328.204765
  nChanged 152
		SP:Iteration 10Q (14419.330000 sec): 3 clusters
  Score: Raw -690305.933361 + Penalty 2922.217290 = -687383.716071
  nChanged 126
		SP:Iteration 11Q (14419.530000 sec): 3 clusters
  Score: Raw -690350.636627 + Penalty 2922.217290 = -687428.419337
  nChanged 125
		SP:Iteration 12Q (14419.650000 sec): 3 clusters
  Score: Raw -690401.839180 + Penalty 2922.217290 = -687479.621891
  nChanged 120
		SP:Iteration 13Q (14419.780000 sec): 3 clusters
  Score: Raw -690454.754102 + Penalty 2922.217290 = -687532.536812
  nChanged 116
		SP:Iteration 14Q (14420.000000 sec): 3 clusters
  Score: Raw -690495.401359 + Penalty 2922.217290 = -687573.184069
  nChanged 101
		SP:Iteration 15Q (14420.150000 sec): 3 clusters
  Score: Raw -690536.426525 + Penalty 2922.217290 = -687614.209235
  nChanged 102
		SP:Iteration 16Q (14420.350000 sec): 3 clusters
  Score: Raw -690582.667382 + Penalty 2922.217290 = -687660.450092
  nChanged 101
		SP:Iteration 17Q (14420.540000 sec): 3 clusters
  Score: Raw -690635.353876 + Penalty 2922.217290 = -687713.136586
  nChanged 100
		SP:Iteration 18Q (14420.740000 sec): 3 clusters
  Score: Raw -690680.708467 + Penalty 2922.217290 = -687758.491177
  nChanged 104
		SP:Iteration 19Q (14420.940000 sec): 3 clusters
  Score: Raw -690735.294801 + Penalty 2922.217290 = -687813.077511
  nChanged 113
		SP:Iteration 20F (14421.130000 sec): 3 clusters
  Score: Raw -690813.817632 + Penalty 2922.217290 = -687891.600342
  nChanged 111
		SP:Iteration 21Q (14421.330000 sec): 3 clusters
  Score: Raw -690957.674394 + Penalty 2922.217290 = -688035.457104
  nChanged 159
		SP:Iteration 22Q (14421.500000 sec): 3 clusters
  Score: Raw -691258.467880 + Penalty 2922.217290 = -688336.250590
  nChanged 184
		SP:Iteration 23Q (14421.680000 sec): 3 clusters
  Score: Raw -691447.547855 + Penalty 2922.217290 = -688525.330566
  nChanged 143
		SP:Iteration 24Q (14421.880000 sec): 3 clusters
  Score: Raw -691535.225141 + Penalty 2922.217290 = -688613.007851
  nChanged 115
		SP:Iteration 25Q (14422.070000 sec): 3 clusters
  Score: Raw -691592.137624 + Penalty 2922.217290 = -688669.920334
  nChanged 79
		SP:Iteration 26Q (14422.270000 sec): 3 clusters
  Score: Raw -691617.037022 + Penalty 2922.217290 = -688694.819732
  nChanged 54
		SP:Iteration 27Q (14422.470000 sec): 3 clusters
  Score: Raw -691629.754385 + Penalty 2922.217290 = -688707.537096
  nChanged 35
		SP:Iteration 28Q (14422.660000 sec): 3 clusters
  Score: Raw -691638.528384 + Penalty 2922.217290 = -688716.311094
  nChanged 32
		SP:Iteration 29Q (14422.900000 sec): 3 clusters
  Score: Raw -691644.537172 + Penalty 2922.217290 = -688722.319882
  nChanged 22
		SP:Iteration 30Q (14423.090000 sec): 3 clusters
  Score: Raw -691648.948684 + Penalty 2922.217290 = -688726.731395
  nChanged 17
		SP:Iteration 31Q (14423.290000 sec): 3 clusters
  Score: Raw -691651.414526 + Penalty 2922.217290 = -688729.197236
  nChanged 16
		SP:Iteration 32Q (14423.490000 sec): 3 clusters
  Score: Raw -691654.872795 + Penalty 2922.217290 = -688732.655505
  nChanged 22
		SP:Iteration 33Q (14423.680000 sec): 3 clusters
  Score: Raw -691659.422409 + Penalty 2922.217290 = -688737.205119
  nChanged 19
		SP:Iteration 34Q (14423.880000 sec): 3 clusters
  Score: Raw -691663.330468 + Penalty 2922.217290 = -688741.113178
  nChanged 14
		SP:Iteration 35Q (14424.080000 sec): 3 clusters
  Score: Raw -691667.831158 + Penalty 2922.217290 = -688745.613869
  nChanged 14
		SP:Iteration 36Q (14424.270000 sec): 3 clusters
  Score: Raw -691672.880733 + Penalty 2922.217290 = -688750.663443
  nChanged 11
		SP:Iteration 37Q (14424.470000 sec): 3 clusters
  Score: Raw -691675.326907 + Penalty 2922.217290 = -688753.109617
  nChanged 8
		SP:Iteration 38Q (14424.660000 sec): 3 clusters
  Score: Raw -691676.789146 + Penalty 2922.217290 = -688754.571856
  nChanged 13
		SP:Iteration 39Q (14424.900000 sec): 3 clusters
  Score: Raw -691678.586427 + Penalty 2922.217290 = -688756.369137
  nChanged 10
		SP:Iteration 40F (14425.100000 sec): 3 clusters
  Score: Raw -691680.155927 + Penalty 2922.217290 = -688757.938637
  nChanged 15
		SP:Iteration 41Q (14425.300000 sec): 3 clusters
  Score: Raw -691682.020654 + Penalty 2922.217290 = -688759.803364
  nChanged 8
		SP:Iteration 42Q (14425.490000 sec): 3 clusters
  Score: Raw -691683.309986 + Penalty 2922.217290 = -688761.092696
  nChanged 8
		SP:Iteration 43Q (14425.690000 sec): 3 clusters
  Score: Raw -691685.347838 + Penalty 2922.217290 = -688763.130548
  nChanged 13
		SP:Iteration 44Q (14425.890000 sec): 3 clusters
  Score: Raw -691687.654958 + Penalty 2922.217290 = -688765.437668
  nChanged 16
		SP:Iteration 45Q (14426.080000 sec): 3 clusters
  Score: Raw -691689.964368 + Penalty 2922.217290 = -688767.747079
  nChanged 12
		SP:Iteration 46Q (14426.280000 sec): 3 clusters
  Score: Raw -691691.420757 + Penalty 2922.217290 = -688769.203467
  nChanged 10
		SP:Iteration 47Q (14426.480000 sec): 3 clusters
  Score: Raw -691694.410177 + Penalty 2922.217290 = -688772.192887
  nChanged 15
		SP:Iteration 48Q (14426.670000 sec): 3 clusters
  Score: Raw -691697.566892 + Penalty 2922.217290 = -688775.349602
  nChanged 13
		SP:Iteration 49Q (14426.860000 sec): 3 clusters
  Score: Raw -691701.334135 + Penalty 2922.217290 = -688779.116845
  nChanged 17
		SP:Iteration 50Q (14427.060000 sec): 3 clusters
  Score: Raw -691705.107235 + Penalty 2922.217290 = -688782.889945
  nChanged 12
		SP:Iteration 51Q (14427.260000 sec): 3 clusters
  Score: Raw -691707.528146 + Penalty 2922.217290 = -688785.310856
  nChanged 10
		SP:Iteration 52Q (14427.460000 sec): 3 clusters
  Score: Raw -691708.834537 + Penalty 2922.217290 = -688786.617247
  nChanged 6
		SP:Iteration 53Q (14427.660000 sec): 3 clusters
  Score: Raw -691709.261911 + Penalty 2922.217290 = -688787.044621
  nChanged 2
		SP:Iteration 54Q (14427.850000 sec): 3 clusters
  Score: Raw -691709.581433 + Penalty 2922.217290 = -688787.364144
  nChanged 4
		SP:Iteration 55Q (14428.040000 sec): 3 clusters
  Score: Raw -691710.090646 + Penalty 2922.217290 = -688787.873356
  nChanged 5
		SP:Iteration 56Q (14428.240000 sec): 3 clusters
  Score: Raw -691710.970368 + Penalty 2922.217290 = -688788.753078
  nChanged 2
		SP:Iteration 57Q (14428.440000 sec): 3 clusters
  Score: Raw -691711.180108 + Penalty 2922.217290 = -688788.962819
  nChanged 2
		SP:Iteration 58Q (14428.630000 sec): 3 clusters
  Score: Raw -691711.465680 + Penalty 2922.217290 = -688789.248391
  nChanged 3
		SP:Iteration 59Q (14428.830000 sec): 3 clusters
  Score: Raw -691712.032838 + Penalty 2922.217290 = -688789.815548
  nChanged 5
		SP:Iteration 60F (14429.020000 sec): 3 clusters
  Score: Raw -691712.608272 + Penalty 2922.217290 = -688790.390982
  nChanged 5
		SP:Iteration 61Q (14429.220000 sec): 3 clusters
  Score: Raw -691713.182316 + Penalty 2922.217290 = -688790.965026
  nChanged 3
		SP:Iteration 62Q (14429.420000 sec): 3 clusters
  Score: Raw -691713.406309 + Penalty 2922.217290 = -688791.189020
  nChanged 2
		SP:Iteration 63Q (14429.610000 sec): 3 clusters
  Score: Raw -691713.564595 + Penalty 2922.217290 = -688791.347305
  nChanged 0
		SP:Iteration 64F (14429.800000 sec): 3 clusters
  Score: Raw -691713.564595 + Penalty 2922.217290 = -688791.347305
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (7993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14429.930000 sec): 2 clusters
  Score: Raw -670139.103175 + Penalty 1460.277234 = -668678.825941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14430.150000 sec): 3 clusters
  Score: Raw -665814.361053 + Penalty 2920.554467 = -662893.806586
  nChanged 3381
		SP:Iteration 1F (14430.340000 sec): 3 clusters
  Score: Raw -667850.846698 + Penalty 2920.554467 = -664930.292230
  nChanged 655
		SP:Iteration 2F (14430.540000 sec): 3 clusters
  Score: Raw -668267.954006 + Penalty 2920.554467 = -665347.399539
  nChanged 551
		SP:Iteration 3F (14430.740000 sec): 3 clusters
  Score: Raw -668622.706367 + Penalty 2920.554467 = -665702.151900
  nChanged 501
		SP:Iteration 4F (14430.930000 sec): 3 clusters
  Score: Raw -668982.545012 + Penalty 2920.554467 = -666061.990545
  nChanged 435
		SP:Iteration 5F (14431.120000 sec): 3 clusters
  Score: Raw -669269.670025 + Penalty 2920.554467 = -666349.115558
  nChanged 358
		SP:Iteration 6Q (14431.250000 sec): 3 clusters
  Score: Raw -669474.008544 + Penalty 2920.554467 = -666553.454077
  nChanged 306
		SP:Iteration 7Q (14431.440000 sec): 3 clusters
  Score: Raw -669657.454077 + Penalty 2920.554467 = -666736.899609
  nChanged 282
		SP:Iteration 8Q (14431.640000 sec): 3 clusters
  Score: Raw -669823.712455 + Penalty 2920.554467 = -666903.157988
  nChanged 251
		SP:Iteration 9Q (14431.880000 sec): 3 clusters
  Score: Raw -669965.408584 + Penalty 2920.554467 = -667044.854116
  nChanged 214
		SP:Iteration 10Q (14432.040000 sec): 3 clusters
  Score: Raw -670074.760515 + Penalty 2920.554467 = -667154.206048
  nChanged 191
		SP:Iteration 11Q (14432.240000 sec): 3 clusters
  Score: Raw -670170.815040 + Penalty 2920.554467 = -667250.260572
  nChanged 163
		SP:Iteration 12Q (14432.440000 sec): 3 clusters
  Score: Raw -670252.042210 + Penalty 2920.554467 = -667331.487743
  nChanged 160
		SP:Iteration 13Q (14432.630000 sec): 3 clusters
  Score: Raw -670313.209959 + Penalty 2920.554467 = -667392.655492
  nChanged 137
		SP:Iteration 14Q (14432.830000 sec): 3 clusters
  Score: Raw -670367.851095 + Penalty 2920.554467 = -667447.296628
  nChanged 125
		SP:Iteration 15Q (14433.030000 sec): 3 clusters
  Score: Raw -670413.888353 + Penalty 2920.554467 = -667493.333886
  nChanged 107
		SP:Iteration 16Q (14433.220000 sec): 3 clusters
  Score: Raw -670456.507600 + Penalty 2920.554467 = -667535.953133
  nChanged 90
		SP:Iteration 17Q (14433.400000 sec): 3 clusters
  Score: Raw -670485.186581 + Penalty 2920.554467 = -667564.632114
  nChanged 78
		SP:Iteration 18Q (14433.530000 sec): 3 clusters
  Score: Raw -670506.755307 + Penalty 2920.554467 = -667586.200840
  nChanged 67
		SP:Iteration 19Q (14433.740000 sec): 3 clusters
  Score: Raw -670523.805241 + Penalty 2920.554467 = -667603.250773
  nChanged 51
		SP:Iteration 20F (14433.940000 sec): 3 clusters
  Score: Raw -670535.993124 + Penalty 2920.554467 = -667615.438657
  nChanged 45
		SP:Iteration 21Q (14434.140000 sec): 3 clusters
  Score: Raw -670547.683859 + Penalty 2920.554467 = -667627.129391
  nChanged 30
		SP:Iteration 22Q (14434.340000 sec): 3 clusters
  Score: Raw -670558.678156 + Penalty 2920.554467 = -667638.123689
  nChanged 38
		SP:Iteration 23Q (14434.540000 sec): 3 clusters
  Score: Raw -670571.492922 + Penalty 2920.554467 = -667650.938455
  nChanged 39
		SP:Iteration 24Q (14434.740000 sec): 3 clusters
  Score: Raw -670585.543307 + Penalty 2920.554467 = -667664.988840
  nChanged 52
		SP:Iteration 25Q (14434.940000 sec): 3 clusters
  Score: Raw -670603.658840 + Penalty 2920.554467 = -667683.104373
  nChanged 56
		SP:Iteration 26Q (14435.140000 sec): 3 clusters
  Score: Raw -670623.957771 + Penalty 2920.554467 = -667703.403303
  nChanged 62
		SP:Iteration 27Q (14435.340000 sec): 3 clusters
  Score: Raw -670656.840328 + Penalty 2920.554467 = -667736.285861
  nChanged 61
		SP:Iteration 28Q (14435.540000 sec): 3 clusters
  Score: Raw -670697.393317 + Penalty 2920.554467 = -667776.838849
  nChanged 65
		SP:Iteration 29Q (14435.740000 sec): 3 clusters
  Score: Raw -670747.230269 + Penalty 2920.554467 = -667826.675802
  nChanged 94
		SP:Iteration 30Q (14435.930000 sec): 3 clusters
  Score: Raw -670820.625309 + Penalty 2920.554467 = -667900.070842
  nChanged 89
		SP:Iteration 31Q (14436.130000 sec): 3 clusters
  Score: Raw -670906.055478 + Penalty 2920.554467 = -667985.501011
  nChanged 94
		SP:Iteration 32Q (14436.330000 sec): 3 clusters
  Score: Raw -670998.801287 + Penalty 2920.554467 = -668078.246820
  nChanged 100
		SP:Iteration 33Q (14436.530000 sec): 3 clusters
  Score: Raw -671100.419135 + Penalty 2920.554467 = -668179.864668
  nChanged 102
		SP:Iteration 34Q (14436.730000 sec): 3 clusters
  Score: Raw -671181.223071 + Penalty 2920.554467 = -668260.668603
  nChanged 95
		SP:Iteration 35Q (14436.930000 sec): 3 clusters
  Score: Raw -671243.984283 + Penalty 2920.554467 = -668323.429816
  nChanged 80
		SP:Iteration 36Q (14437.130000 sec): 3 clusters
  Score: Raw -671286.151800 + Penalty 2920.554467 = -668365.597333
  nChanged 73
		SP:Iteration 37Q (14437.330000 sec): 3 clusters
  Score: Raw -671323.112325 + Penalty 2920.554467 = -668402.557858
  nChanged 64
		SP:Iteration 38Q (14437.530000 sec): 3 clusters
  Score: Raw -671348.498444 + Penalty 2920.554467 = -668427.943976
  nChanged 57
		SP:Iteration 39Q (14437.720000 sec): 3 clusters
  Score: Raw -671368.510136 + Penalty 2920.554467 = -668447.955669
  nChanged 49
		SP:Iteration 40F (14437.920000 sec): 3 clusters
  Score: Raw -671385.114276 + Penalty 2920.554467 = -668464.559808
  nChanged 32
		SP:Iteration 41Q (14438.120000 sec): 3 clusters
  Score: Raw -671395.641828 + Penalty 2920.554467 = -668475.087360
  nChanged 31
		SP:Iteration 42Q (14438.320000 sec): 3 clusters
  Score: Raw -671402.741617 + Penalty 2920.554467 = -668482.187150
  nChanged 22
		SP:Iteration 43Q (14438.520000 sec): 3 clusters
  Score: Raw -671407.715493 + Penalty 2920.554467 = -668487.161026
  nChanged 22
		SP:Iteration 44Q (14438.720000 sec): 3 clusters
  Score: Raw -671414.527115 + Penalty 2920.554467 = -668493.972647
  nChanged 19
		SP:Iteration 45Q (14438.920000 sec): 3 clusters
  Score: Raw -671421.187517 + Penalty 2920.554467 = -668500.633050
  nChanged 24
		SP:Iteration 46Q (14439.120000 sec): 3 clusters
  Score: Raw -671429.155481 + Penalty 2920.554467 = -668508.601014
  nChanged 25
		SP:Iteration 47Q (14439.320000 sec): 3 clusters
  Score: Raw -671437.999950 + Penalty 2920.554467 = -668517.445483
  nChanged 24
		SP:Iteration 48Q (14439.520000 sec): 3 clusters
  Score: Raw -671450.549044 + Penalty 2920.554467 = -668529.994577
  nChanged 40
		SP:Iteration 49Q (14439.720000 sec): 3 clusters
  Score: Raw -671467.770842 + Penalty 2920.554467 = -668547.216375
  nChanged 35
		SP:Iteration 50Q (14439.910000 sec): 3 clusters
  Score: Raw -671479.355248 + Penalty 2920.554467 = -668558.800781
  nChanged 40
		SP:Iteration 51Q (14440.110000 sec): 3 clusters
  Score: Raw -671494.456368 + Penalty 2920.554467 = -668573.901901
  nChanged 39
		SP:Iteration 52Q (14440.310000 sec): 3 clusters
  Score: Raw -671510.802039 + Penalty 2920.554467 = -668590.247571
  nChanged 43
		SP:Iteration 53Q (14440.510000 sec): 3 clusters
  Score: Raw -671525.785023 + Penalty 2920.554467 = -668605.230556
  nChanged 31
		SP:Iteration 54Q (14440.710000 sec): 3 clusters
  Score: Raw -671535.277789 + Penalty 2920.554467 = -668614.723322
  nChanged 33
		SP:Iteration 55Q (14440.970000 sec): 3 clusters
  Score: Raw -671543.449203 + Penalty 2920.554467 = -668622.894736
  nChanged 42
		SP:Iteration 56Q (14441.150000 sec): 3 clusters
  Score: Raw -671554.628137 + Penalty 2920.554467 = -668634.073670
  nChanged 41
		SP:Iteration 57Q (14441.340000 sec): 3 clusters
  Score: Raw -671565.983413 + Penalty 2920.554467 = -668645.428946
  nChanged 35
		SP:Iteration 58Q (14441.550000 sec): 3 clusters
  Score: Raw -671574.548487 + Penalty 2920.554467 = -668653.994020
  nChanged 32
		SP:Iteration 59Q (14441.750000 sec): 3 clusters
  Score: Raw -671581.325229 + Penalty 2920.554467 = -668660.770762
  nChanged 23
		SP:Iteration 60F (14441.950000 sec): 3 clusters
  Score: Raw -671585.340267 + Penalty 2920.554467 = -668664.785800
  nChanged 15
		SP:Iteration 61Q (14442.140000 sec): 3 clusters
  Score: Raw -671588.394325 + Penalty 2920.554467 = -668667.839857
  nChanged 14
		SP:Iteration 62Q (14442.340000 sec): 3 clusters
  Score: Raw -671590.605764 + Penalty 2920.554467 = -668670.051296
  nChanged 13
		SP:Iteration 63Q (14442.530000 sec): 3 clusters
  Score: Raw -671592.475837 + Penalty 2920.554467 = -668671.921370
  nChanged 10
		SP:Iteration 64Q (14442.730000 sec): 3 clusters
  Score: Raw -671594.059816 + Penalty 2920.554467 = -668673.505349
  nChanged 12
		SP:Iteration 65Q (14442.930000 sec): 3 clusters
  Score: Raw -671596.906547 + Penalty 2920.554467 = -668676.352080
  nChanged 18
		SP:Iteration 66Q (14443.120000 sec): 3 clusters
  Score: Raw -671600.291143 + Penalty 2920.554467 = -668679.736676
  nChanged 14
		SP:Iteration 67Q (14443.310000 sec): 3 clusters
  Score: Raw -671602.733029 + Penalty 2920.554467 = -668682.178562
  nChanged 7
		SP:Iteration 68Q (14443.510000 sec): 3 clusters
  Score: Raw -671604.035572 + Penalty 2920.554467 = -668683.481104
  nChanged 10
		SP:Iteration 69Q (14443.710000 sec): 3 clusters
  Score: Raw -671605.843462 + Penalty 2920.554467 = -668685.288995
  nChanged 7
		SP:Iteration 70Q (14443.900000 sec): 3 clusters
  Score: Raw -671606.990983 + Penalty 2920.554467 = -668686.436516
  nChanged 5
		SP:Iteration 71Q (14444.100000 sec): 3 clusters
  Score: Raw -671607.685558 + Penalty 2920.554467 = -668687.131091
  nChanged 8
		SP:Iteration 72Q (14444.290000 sec): 3 clusters
  Score: Raw -671609.037906 + Penalty 2920.554467 = -668688.483439
  nChanged 6
		SP:Iteration 73Q (14444.490000 sec): 3 clusters
  Score: Raw -671609.835260 + Penalty 2920.554467 = -668689.280793
  nChanged 8
		SP:Iteration 74Q (14444.690000 sec): 3 clusters
  Score: Raw -671611.065404 + Penalty 2920.554467 = -668690.510937
  nChanged 8
		SP:Iteration 75Q (14444.880000 sec): 3 clusters
  Score: Raw -671612.624825 + Penalty 2920.554467 = -668692.070357
  nChanged 8
		SP:Iteration 76Q (14445.080000 sec): 3 clusters
  Score: Raw -671614.276445 + Penalty 2920.554467 = -668693.721978
  nChanged 12
		SP:Iteration 77Q (14445.280000 sec): 3 clusters
  Score: Raw -671616.600472 + Penalty 2920.554467 = -668696.046005
  nChanged 6
		SP:Iteration 78Q (14445.470000 sec): 3 clusters
  Score: Raw -671618.077930 + Penalty 2920.554467 = -668697.523463
  nChanged 4
		SP:Iteration 79Q (14445.670000 sec): 3 clusters
  Score: Raw -671618.568069 + Penalty 2920.554467 = -668698.013602
  nChanged 4
		SP:Iteration 80F (14445.870000 sec): 3 clusters
  Score: Raw -671618.964033 + Penalty 2920.554467 = -668698.409566
  nChanged 1
		SP:Iteration 81Q (14446.060000 sec): 3 clusters
  Score: Raw -671619.029682 + Penalty 2920.554467 = -668698.475214
  nChanged 2
		SP:Iteration 82Q (14446.260000 sec): 3 clusters
  Score: Raw -671619.496193 + Penalty 2920.554467 = -668698.941725
  nChanged 4
		SP:Iteration 83Q (14446.460000 sec): 3 clusters
  Score: Raw -671620.841126 + Penalty 2920.554467 = -668700.286659
  nChanged 11
		SP:Iteration 84Q (14446.650000 sec): 3 clusters
  Score: Raw -671623.332827 + Penalty 2920.554467 = -668702.778360
  nChanged 8
		SP:Iteration 85Q (14446.850000 sec): 3 clusters
  Score: Raw -671624.460334 + Penalty 2920.554467 = -668703.905867
  nChanged 8
		SP:Iteration 86Q (14447.050000 sec): 3 clusters
  Score: Raw -671625.760430 + Penalty 2920.554467 = -668705.205963
  nChanged 11
		SP:Iteration 87Q (14447.250000 sec): 3 clusters
  Score: Raw -671627.405841 + Penalty 2920.554467 = -668706.851374
  nChanged 11
		SP:Iteration 88Q (14447.440000 sec): 3 clusters
  Score: Raw -671629.603091 + Penalty 2920.554467 = -668709.048623
  nChanged 10
		SP:Iteration 89Q (14447.640000 sec): 3 clusters
  Score: Raw -671631.103928 + Penalty 2920.554467 = -668710.549461
  nChanged 7
		SP:Iteration 90Q (14447.830000 sec): 3 clusters
  Score: Raw -671632.190164 + Penalty 2920.554467 = -668711.635697
  nChanged 10
		SP:Iteration 91Q (14448.030000 sec): 3 clusters
  Score: Raw -671634.272708 + Penalty 2920.554467 = -668713.718240
  nChanged 12
		SP:Iteration 92Q (14448.230000 sec): 3 clusters
  Score: Raw -671636.863717 + Penalty 2920.554467 = -668716.309250
  nChanged 6
		SP:Iteration 93Q (14448.420000 sec): 3 clusters
  Score: Raw -671638.364329 + Penalty 2920.554467 = -668717.809862
  nChanged 9
		SP:Iteration 94Q (14448.650000 sec): 3 clusters
  Score: Raw -671640.511974 + Penalty 2920.554467 = -668719.957506
  nChanged 11
		SP:Iteration 95Q (14448.830000 sec): 3 clusters
  Score: Raw -671642.153091 + Penalty 2920.554467 = -668721.598624
  nChanged 6
		SP:Iteration 96Q (14448.960000 sec): 3 clusters
  Score: Raw -671643.334158 + Penalty 2920.554467 = -668722.779691
  nChanged 11
		SP:Iteration 97Q (14449.080000 sec): 3 clusters
  Score: Raw -671645.134130 + Penalty 2920.554467 = -668724.579663
  nChanged 10
		SP:Iteration 98Q (14449.200000 sec): 3 clusters
  Score: Raw -671646.881448 + Penalty 2920.554467 = -668726.326980
  nChanged 5
		SP:Iteration 99Q (14449.330000 sec): 3 clusters
  Score: Raw -671647.617858 + Penalty 2920.554467 = -668727.063390
  nChanged 6
		SP:Iteration 100F (14449.480000 sec): 3 clusters
  Score: Raw -671648.294501 + Penalty 2920.554467 = -668727.740033
  nChanged 4
		SP:Iteration 101Q (14449.680000 sec): 3 clusters
  Score: Raw -671648.692008 + Penalty 2920.554467 = -668728.137541
  nChanged 5
		SP:Iteration 102Q (14449.880000 sec): 3 clusters
  Score: Raw -671649.551898 + Penalty 2920.554467 = -668728.997431
  nChanged 6
		SP:Iteration 103Q (14450.070000 sec): 3 clusters
  Score: Raw -671650.332923 + Penalty 2920.554467 = -668729.778456
  nChanged 6
		SP:Iteration 104Q (14450.260000 sec): 3 clusters
  Score: Raw -671650.939585 + Penalty 2920.554467 = -668730.385118
  nChanged 2
		SP:Iteration 105Q (14450.390000 sec): 3 clusters
  Score: Raw -671651.038298 + Penalty 2920.554467 = -668730.483831
  nChanged 1
		SP:Iteration 106Q (14450.510000 sec): 3 clusters
  Score: Raw -671651.075562 + Penalty 2920.554467 = -668730.521095
  nChanged 0
		SP:Iteration 107F (14450.730000 sec): 3 clusters
  Score: Raw -671651.075562 + Penalty 2920.554467 = -668730.521095
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (14932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14450.930000 sec): 2 clusters
  Score: Raw -1281836.708037 + Penalty 1561.830049 = -1280274.877988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14451.180000 sec): 3 clusters
  Score: Raw -1273088.445555 + Penalty 3123.660098 = -1269964.785457
  nChanged 6575
		SP:Iteration 1F (14451.470000 sec): 3 clusters
  Score: Raw -1277011.904421 + Penalty 3123.660098 = -1273888.244323
  nChanged 1162
		SP:Iteration 2F (14451.740000 sec): 3 clusters
  Score: Raw -1277822.997988 + Penalty 3123.660098 = -1274699.337890
  nChanged 1127
		SP:Iteration 3F (14452.010000 sec): 3 clusters
  Score: Raw -1278612.787367 + Penalty 3123.660098 = -1275489.127268
  nChanged 987
		SP:Iteration 4F (14452.280000 sec): 3 clusters
  Score: Raw -1279260.531029 + Penalty 3123.660098 = -1276136.870931
  nChanged 874
		SP:Iteration 5F (14452.550000 sec): 3 clusters
  Score: Raw -1279794.483146 + Penalty 3123.660098 = -1276670.823048
  nChanged 757
		SP:Iteration 6F (14452.820000 sec): 3 clusters
  Score: Raw -1280234.335202 + Penalty 3123.660098 = -1277110.675104
  nChanged 669
		SP:Iteration 7Q (14453.080000 sec): 3 clusters
  Score: Raw -1280690.503597 + Penalty 3123.660098 = -1277566.843499
  nChanged 642
		SP:Iteration 8Q (14453.320000 sec): 3 clusters
  Score: Raw -1281157.736007 + Penalty 3123.660098 = -1278034.075909
  nChanged 546
		SP:Iteration 9Q (14453.610000 sec): 3 clusters
  Score: Raw -1281517.180057 + Penalty 3123.660098 = -1278393.519959
  nChanged 448
		SP:Iteration 10Q (14453.880000 sec): 3 clusters
  Score: Raw -1281751.630720 + Penalty 3123.660098 = -1278627.970622
  nChanged 352
		SP:Iteration 11Q (14454.150000 sec): 3 clusters
  Score: Raw -1281884.496702 + Penalty 3123.660098 = -1278760.836604
  nChanged 245
		SP:Iteration 12Q (14454.420000 sec): 3 clusters
  Score: Raw -1281959.139812 + Penalty 3123.660098 = -1278835.479714
  nChanged 171
		SP:Iteration 13Q (14454.690000 sec): 3 clusters
  Score: Raw -1282002.605867 + Penalty 3123.660098 = -1278878.945769
  nChanged 132
		SP:Iteration 14Q (14454.960000 sec): 3 clusters
  Score: Raw -1282027.500765 + Penalty 3123.660098 = -1278903.840667
  nChanged 94
		SP:Iteration 15Q (14455.150000 sec): 3 clusters
  Score: Raw -1282043.537661 + Penalty 3123.660098 = -1278919.877563
  nChanged 61
		SP:Iteration 16Q (14455.460000 sec): 3 clusters
  Score: Raw -1282052.662976 + Penalty 3123.660098 = -1278929.002878
  nChanged 45
		SP:Iteration 17Q (14455.690000 sec): 3 clusters
  Score: Raw -1282058.950488 + Penalty 3123.660098 = -1278935.290390
  nChanged 45
		SP:Iteration 18Q (14455.960000 sec): 3 clusters
  Score: Raw -1282064.668427 + Penalty 3123.660098 = -1278941.008329
  nChanged 37
		SP:Iteration 19Q (14456.240000 sec): 3 clusters
  Score: Raw -1282068.298082 + Penalty 3123.660098 = -1278944.637984
  nChanged 22
		SP:Iteration 20F (14456.510000 sec): 3 clusters
  Score: Raw -1282070.182045 + Penalty 3123.660098 = -1278946.521947
  nChanged 16
		SP:Iteration 21Q (14456.780000 sec): 3 clusters
  Score: Raw -1282071.472646 + Penalty 3123.660098 = -1278947.812548
  nChanged 18
		SP:Iteration 22Q (14457.060000 sec): 3 clusters
  Score: Raw -1282073.793401 + Penalty 3123.660098 = -1278950.133303
  nChanged 19
		SP:Iteration 23Q (14457.260000 sec): 3 clusters
  Score: Raw -1282075.605532 + Penalty 3123.660098 = -1278951.945434
  nChanged 15
		SP:Iteration 24Q (14457.550000 sec): 3 clusters
  Score: Raw -1282077.213185 + Penalty 3123.660098 = -1278953.553087
  nChanged 16
		SP:Iteration 25Q (14457.830000 sec): 3 clusters
  Score: Raw -1282078.481028 + Penalty 3123.660098 = -1278954.820930
  nChanged 13
		SP:Iteration 26Q (14458.100000 sec): 3 clusters
  Score: Raw -1282080.382586 + Penalty 3123.660098 = -1278956.722488
  nChanged 18
		SP:Iteration 27Q (14458.340000 sec): 3 clusters
  Score: Raw -1282083.134710 + Penalty 3123.660098 = -1278959.474612
  nChanged 25
		SP:Iteration 28Q (14458.610000 sec): 3 clusters
  Score: Raw -1282086.719189 + Penalty 3123.660098 = -1278963.059091
  nChanged 29
		SP:Iteration 29Q (14458.920000 sec): 3 clusters
  Score: Raw -1282091.352169 + Penalty 3123.660098 = -1278967.692071
  nChanged 35
		SP:Iteration 30Q (14459.190000 sec): 3 clusters
  Score: Raw -1282097.233182 + Penalty 3123.660098 = -1278973.573084
  nChanged 41
		SP:Iteration 31Q (14459.430000 sec): 3 clusters
  Score: Raw -1282103.000195 + Penalty 3123.660098 = -1278979.340097
  nChanged 44
		SP:Iteration 32Q (14459.700000 sec): 3 clusters
  Score: Raw -1282110.214772 + Penalty 3123.660098 = -1278986.554674
  nChanged 48
		SP:Iteration 33Q (14459.970000 sec): 3 clusters
  Score: Raw -1282121.586787 + Penalty 3123.660098 = -1278997.926689
  nChanged 50
		SP:Iteration 34Q (14460.250000 sec): 3 clusters
  Score: Raw -1282133.357653 + Penalty 3123.660098 = -1279009.697555
  nChanged 79
		SP:Iteration 35Q (14460.520000 sec): 3 clusters
  Score: Raw -1282157.695266 + Penalty 3123.660098 = -1279034.035168
  nChanged 90
		SP:Iteration 36Q (14460.790000 sec): 3 clusters
  Score: Raw -1282195.063895 + Penalty 3123.660098 = -1279071.403797
  nChanged 116
		SP:Iteration 37Q (14461.080000 sec): 3 clusters
  Score: Raw -1282241.324956 + Penalty 3123.660098 = -1279117.664858
  nChanged 123
		SP:Iteration 38Q (14461.340000 sec): 3 clusters
  Score: Raw -1282295.669771 + Penalty 3123.660098 = -1279172.009673
  nChanged 147
		SP:Iteration 39Q (14461.610000 sec): 3 clusters
  Score: Raw -1282363.509889 + Penalty 3123.660098 = -1279239.849791
  nChanged 140
		SP:Iteration 40F (14461.880000 sec): 3 clusters
  Score: Raw -1282437.914007 + Penalty 3123.660098 = -1279314.253909
  nChanged 158
		SP:Iteration 41Q (14462.150000 sec): 3 clusters
  Score: Raw -1282532.664613 + Penalty 3123.660098 = -1279409.004515
  nChanged 168
		SP:Iteration 42Q (14462.420000 sec): 3 clusters
  Score: Raw -1282629.699815 + Penalty 3123.660098 = -1279506.039717
  nChanged 177
		SP:Iteration 43Q (14462.700000 sec): 3 clusters
  Score: Raw -1282722.895454 + Penalty 3123.660098 = -1279599.235356
  nChanged 156
		SP:Iteration 44Q (14462.970000 sec): 3 clusters
  Score: Raw -1282793.524867 + Penalty 3123.660098 = -1279669.864769
  nChanged 140
		SP:Iteration 45Q (14463.240000 sec): 3 clusters
  Score: Raw -1282850.413441 + Penalty 3123.660098 = -1279726.753343
  nChanged 131
		SP:Iteration 46Q (14463.510000 sec): 3 clusters
  Score: Raw -1282890.966820 + Penalty 3123.660098 = -1279767.306722
  nChanged 114
		SP:Iteration 47Q (14463.780000 sec): 3 clusters
  Score: Raw -1282922.801970 + Penalty 3123.660098 = -1279799.141872
  nChanged 102
		SP:Iteration 48Q (14463.980000 sec): 3 clusters
  Score: Raw -1282945.231051 + Penalty 3123.660098 = -1279821.570953
  nChanged 73
		SP:Iteration 49Q (14464.280000 sec): 3 clusters
  Score: Raw -1282958.526640 + Penalty 3123.660098 = -1279834.866542
  nChanged 64
		SP:Iteration 50Q (14464.520000 sec): 3 clusters
  Score: Raw -1282968.829681 + Penalty 3123.660098 = -1279845.169583
  nChanged 53
		SP:Iteration 51Q (14464.790000 sec): 3 clusters
  Score: Raw -1282975.993624 + Penalty 3123.660098 = -1279852.333526
  nChanged 43
		SP:Iteration 52Q (14465.060000 sec): 3 clusters
  Score: Raw -1282981.678089 + Penalty 3123.660098 = -1279858.017991
  nChanged 29
		SP:Iteration 53Q (14465.330000 sec): 3 clusters
  Score: Raw -1282985.153718 + Penalty 3123.660098 = -1279861.493620
  nChanged 22
		SP:Iteration 54Q (14465.600000 sec): 3 clusters
  Score: Raw -1282987.611240 + Penalty 3123.660098 = -1279863.951142
  nChanged 23
		SP:Iteration 55Q (14465.880000 sec): 3 clusters
  Score: Raw -1282989.998559 + Penalty 3123.660098 = -1279866.338461
  nChanged 17
		SP:Iteration 56Q (14466.150000 sec): 3 clusters
  Score: Raw -1282991.891146 + Penalty 3123.660098 = -1279868.231048
  nChanged 17
		SP:Iteration 57Q (14466.420000 sec): 3 clusters
  Score: Raw -1282993.770514 + Penalty 3123.660098 = -1279870.110416
  nChanged 11
		SP:Iteration 58Q (14466.700000 sec): 3 clusters
  Score: Raw -1282995.462381 + Penalty 3123.660098 = -1279871.802283
  nChanged 12
		SP:Iteration 59Q (14466.970000 sec): 3 clusters
  Score: Raw -1282997.287722 + Penalty 3123.660098 = -1279873.627624
  nChanged 24
		SP:Iteration 60F (14467.240000 sec): 3 clusters
  Score: Raw -1283000.462260 + Penalty 3123.660098 = -1279876.802162
  nChanged 18
		SP:Iteration 61Q (14467.510000 sec): 3 clusters
  Score: Raw -1283002.539187 + Penalty 3123.660098 = -1279878.879089
  nChanged 15
		SP:Iteration 62Q (14467.780000 sec): 3 clusters
  Score: Raw -1283003.764358 + Penalty 3123.660098 = -1279880.104260
  nChanged 12
		SP:Iteration 63Q (14468.060000 sec): 3 clusters
  Score: Raw -1283004.812860 + Penalty 3123.660098 = -1279881.152762
  nChanged 12
		SP:Iteration 64Q (14468.330000 sec): 3 clusters
  Score: Raw -1283005.833196 + Penalty 3123.660098 = -1279882.173098
  nChanged 12
		SP:Iteration 65Q (14468.600000 sec): 3 clusters
  Score: Raw -1283006.945362 + Penalty 3123.660098 = -1279883.285264
  nChanged 10
		SP:Iteration 66Q (14468.880000 sec): 3 clusters
  Score: Raw -1283008.480086 + Penalty 3123.660098 = -1279884.819988
  nChanged 15
		SP:Iteration 67Q (14469.150000 sec): 3 clusters
  Score: Raw -1283009.890691 + Penalty 3123.660098 = -1279886.230593
  nChanged 18
		SP:Iteration 68Q (14469.420000 sec): 3 clusters
  Score: Raw -1283011.483932 + Penalty 3123.660098 = -1279887.823834
  nChanged 13
		SP:Iteration 69Q (14469.690000 sec): 3 clusters
  Score: Raw -1283012.391438 + Penalty 3123.660098 = -1279888.731340
  nChanged 12
		SP:Iteration 70Q (14469.940000 sec): 3 clusters
  Score: Raw -1283013.630211 + Penalty 3123.660098 = -1279889.970113
  nChanged 11
		SP:Iteration 71Q (14470.240000 sec): 3 clusters
  Score: Raw -1283014.303138 + Penalty 3123.660098 = -1279890.643040
  nChanged 10
		SP:Iteration 72Q (14470.510000 sec): 3 clusters
  Score: Raw -1283015.066211 + Penalty 3123.660098 = -1279891.406113
  nChanged 11
		SP:Iteration 73Q (14470.780000 sec): 3 clusters
  Score: Raw -1283016.168709 + Penalty 3123.660098 = -1279892.508611
  nChanged 8
		SP:Iteration 74Q (14471.060000 sec): 3 clusters
  Score: Raw -1283016.663200 + Penalty 3123.660098 = -1279893.003102
  nChanged 4
		SP:Iteration 75Q (14471.330000 sec): 3 clusters
  Score: Raw -1283016.970290 + Penalty 3123.660098 = -1279893.310192
  nChanged 5
		SP:Iteration 76Q (14471.610000 sec): 3 clusters
  Score: Raw -1283017.457272 + Penalty 3123.660098 = -1279893.797174
  nChanged 6
		SP:Iteration 77Q (14471.880000 sec): 3 clusters
  Score: Raw -1283018.256328 + Penalty 3123.660098 = -1279894.596230
  nChanged 10
		SP:Iteration 78Q (14472.150000 sec): 3 clusters
  Score: Raw -1283019.371243 + Penalty 3123.660098 = -1279895.711145
  nChanged 10
		SP:Iteration 79Q (14472.430000 sec): 3 clusters
  Score: Raw -1283020.429069 + Penalty 3123.660098 = -1279896.768971
  nChanged 7
		SP:Iteration 80F (14472.700000 sec): 3 clusters
  Score: Raw -1283020.892746 + Penalty 3123.660098 = -1279897.232648
  nChanged 7
		SP:Iteration 81Q (14472.970000 sec): 3 clusters
  Score: Raw -1283021.261202 + Penalty 3123.660098 = -1279897.601104
  nChanged 8
		SP:Iteration 82Q (14473.250000 sec): 3 clusters
  Score: Raw -1283021.886056 + Penalty 3123.660098 = -1279898.225958
  nChanged 3
		SP:Iteration 83Q (14473.520000 sec): 3 clusters
  Score: Raw -1283022.096764 + Penalty 3123.660098 = -1279898.436666
  nChanged 5
		SP:Iteration 84Q (14473.790000 sec): 3 clusters
  Score: Raw -1283022.354683 + Penalty 3123.660098 = -1279898.694585
  nChanged 1
		SP:Iteration 85Q (14474.070000 sec): 3 clusters
  Score: Raw -1283022.396343 + Penalty 3123.660098 = -1279898.736245
  nChanged 1
		SP:Iteration 86Q (14474.340000 sec): 3 clusters
  Score: Raw -1283022.489188 + Penalty 3123.660098 = -1279898.829090
  nChanged 0
		SP:Iteration 87F (14474.610000 sec): 3 clusters
  Score: Raw -1283022.489188 + Penalty 3123.660098 = -1279898.829090
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (4651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14474.730000 sec): 2 clusters
  Score: Raw -342680.937312 + Penalty 1372.286098 = -341308.651214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14474.910000 sec): 3 clusters
  Score: Raw -340385.514565 + Penalty 2744.572197 = -337640.942368
  nChanged 1837
		SP:Iteration 1F (14475.080000 sec): 3 clusters
  Score: Raw -341806.639934 + Penalty 2744.572197 = -339062.067737
  nChanged 411
		SP:Iteration 2F (14475.260000 sec): 3 clusters
  Score: Raw -342169.628544 + Penalty 2744.572197 = -339425.056347
  nChanged 314
		SP:Iteration 3F (14475.440000 sec): 3 clusters
  Score: Raw -342427.225654 + Penalty 2744.572197 = -339682.653457
  nChanged 254
		SP:Iteration 4F (14475.530000 sec): 3 clusters
  Score: Raw -342612.946637 + Penalty 2744.572197 = -339868.374440
  nChanged 196
		SP:Iteration 5Q (14475.630000 sec): 3 clusters
  Score: Raw -342725.667814 + Penalty 2744.572197 = -339981.095617
  nChanged 148
		SP:Iteration 6Q (14475.710000 sec): 3 clusters
  Score: Raw -342797.829624 + Penalty 2744.572197 = -340053.257427
  nChanged 92
		SP:Iteration 7Q (14475.810000 sec): 3 clusters
  Score: Raw -342836.439965 + Penalty 2744.572197 = -340091.867768
  nChanged 70
		SP:Iteration 8Q (14475.890000 sec): 3 clusters
  Score: Raw -342863.168645 + Penalty 2744.572197 = -340118.596448
  nChanged 45
		SP:Iteration 9Q (14475.990000 sec): 3 clusters
  Score: Raw -342881.561566 + Penalty 2744.572197 = -340136.989369
  nChanged 46
		SP:Iteration 10Q (14476.070000 sec): 3 clusters
  Score: Raw -342898.634125 + Penalty 2744.572197 = -340154.061928
  nChanged 45
		SP:Iteration 11Q (14476.170000 sec): 3 clusters
  Score: Raw -342914.604338 + Penalty 2744.572197 = -340170.032141
  nChanged 35
		SP:Iteration 12Q (14476.260000 sec): 3 clusters
  Score: Raw -342925.100732 + Penalty 2744.572197 = -340180.528535
  nChanged 20
		SP:Iteration 13Q (14476.460000 sec): 3 clusters
  Score: Raw -342932.438701 + Penalty 2744.572197 = -340187.866504
  nChanged 19
		SP:Iteration 14Q (14476.530000 sec): 3 clusters
  Score: Raw -342937.955534 + Penalty 2744.572197 = -340193.383337
  nChanged 17
		SP:Iteration 15Q (14476.620000 sec): 3 clusters
  Score: Raw -342942.382448 + Penalty 2744.572197 = -340197.810251
  nChanged 16
		SP:Iteration 16Q (14476.710000 sec): 3 clusters
  Score: Raw -342946.494870 + Penalty 2744.572197 = -340201.922673
  nChanged 16
		SP:Iteration 17Q (14476.810000 sec): 3 clusters
  Score: Raw -342951.787311 + Penalty 2744.572197 = -340207.215114
  nChanged 18
		SP:Iteration 18Q (14476.890000 sec): 3 clusters
  Score: Raw -342956.877366 + Penalty 2744.572197 = -340212.305169
  nChanged 16
		SP:Iteration 19Q (14476.990000 sec): 3 clusters
  Score: Raw -342960.688816 + Penalty 2744.572197 = -340216.116619
  nChanged 10
		SP:Iteration 20F (14477.070000 sec): 3 clusters
  Score: Raw -342962.508713 + Penalty 2744.572197 = -340217.936516
  nChanged 7
		SP:Iteration 21Q (14477.170000 sec): 3 clusters
  Score: Raw -342963.241843 + Penalty 2744.572197 = -340218.669646
  nChanged 7
		SP:Iteration 22Q (14477.360000 sec): 3 clusters
  Score: Raw -342964.590156 + Penalty 2744.572197 = -340220.017959
  nChanged 5
		SP:Iteration 23Q (14477.530000 sec): 3 clusters
  Score: Raw -342965.489018 + Penalty 2744.572197 = -340220.916821
  nChanged 4
		SP:Iteration 24Q (14477.720000 sec): 3 clusters
  Score: Raw -342966.180155 + Penalty 2744.572197 = -340221.607958
  nChanged 8
		SP:Iteration 25Q (14477.890000 sec): 3 clusters
  Score: Raw -342968.386665 + Penalty 2744.572197 = -340223.814468
  nChanged 9
		SP:Iteration 26Q (14478.070000 sec): 3 clusters
  Score: Raw -342970.038693 + Penalty 2744.572197 = -340225.466496
  nChanged 3
		SP:Iteration 27Q (14478.240000 sec): 3 clusters
  Score: Raw -342970.614953 + Penalty 2744.572197 = -340226.042756
  nChanged 5
		SP:Iteration 28Q (14478.420000 sec): 3 clusters
  Score: Raw -342971.400408 + Penalty 2744.572197 = -340226.828211
  nChanged 3
		SP:Iteration 29Q (14478.590000 sec): 3 clusters
  Score: Raw -342971.776713 + Penalty 2744.572197 = -340227.204516
  nChanged 3
		SP:Iteration 30Q (14478.770000 sec): 3 clusters
  Score: Raw -342972.240092 + Penalty 2744.572197 = -340227.667895
  nChanged 3
		SP:Iteration 31Q (14478.940000 sec): 3 clusters
  Score: Raw -342972.747120 + Penalty 2744.572197 = -340228.174923
  nChanged 3
		SP:Iteration 32Q (14479.120000 sec): 3 clusters
  Score: Raw -342973.458481 + Penalty 2744.572197 = -340228.886284
  nChanged 1
		SP:Iteration 33Q (14479.320000 sec): 3 clusters
  Score: Raw -342973.668106 + Penalty 2744.572197 = -340229.095909
  nChanged 0
		SP:Iteration 34F (14479.520000 sec): 3 clusters
  Score: Raw -342973.668106 + Penalty 2744.572197 = -340229.095909
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (6004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14479.620000 sec): 2 clusters
  Score: Raw -429494.658363 + Penalty 1413.779444 = -428080.878919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14479.840000 sec): 3 clusters
  Score: Raw -426309.833708 + Penalty 2827.558888 = -423482.274821
  nChanged 2539
		SP:Iteration 1F (14480.000000 sec): 3 clusters
  Score: Raw -428213.141879 + Penalty 2827.558888 = -425385.582991
  nChanged 614
		SP:Iteration 2F (14480.170000 sec): 3 clusters
  Score: Raw -428724.290057 + Penalty 2827.558888 = -425896.731169
  nChanged 450
		SP:Iteration 3F (14480.380000 sec): 3 clusters
  Score: Raw -429055.261599 + Penalty 2827.558888 = -426227.702711
  nChanged 329
		SP:Iteration 4F (14480.540000 sec): 3 clusters
  Score: Raw -429251.064822 + Penalty 2827.558888 = -426423.505934
  nChanged 235
		SP:Iteration 5Q (14480.710000 sec): 3 clusters
  Score: Raw -429403.440824 + Penalty 2827.558888 = -426575.881937
  nChanged 198
		SP:Iteration 6Q (14480.880000 sec): 3 clusters
  Score: Raw -429516.195532 + Penalty 2827.558888 = -426688.636644
  nChanged 177
		SP:Iteration 7Q (14481.080000 sec): 3 clusters
  Score: Raw -429603.997689 + Penalty 2827.558888 = -426776.438801
  nChanged 164
		SP:Iteration 8Q (14481.270000 sec): 3 clusters
  Score: Raw -429689.036411 + Penalty 2827.558888 = -426861.477523
  nChanged 139
		SP:Iteration 9Q (14481.380000 sec): 3 clusters
  Score: Raw -429770.609238 + Penalty 2827.558888 = -426943.050350
  nChanged 148
		SP:Iteration 10Q (14481.480000 sec): 3 clusters
  Score: Raw -429851.914622 + Penalty 2827.558888 = -427024.355734
  nChanged 140
		SP:Iteration 11Q (14481.580000 sec): 3 clusters
  Score: Raw -429923.494823 + Penalty 2827.558888 = -427095.935935
  nChanged 133
		SP:Iteration 12Q (14481.770000 sec): 3 clusters
  Score: Raw -429992.791095 + Penalty 2827.558888 = -427165.232207
  nChanged 112
		SP:Iteration 13Q (14481.980000 sec): 3 clusters
  Score: Raw -430053.563428 + Penalty 2827.558888 = -427226.004540
  nChanged 119
		SP:Iteration 14Q (14482.160000 sec): 3 clusters
  Score: Raw -430124.885169 + Penalty 2827.558888 = -427297.326282
  nChanged 111
		SP:Iteration 15Q (14482.300000 sec): 3 clusters
  Score: Raw -430192.870450 + Penalty 2827.558888 = -427365.311562
  nChanged 104
		SP:Iteration 16Q (14482.470000 sec): 3 clusters
  Score: Raw -430254.579729 + Penalty 2827.558888 = -427427.020842
  nChanged 91
		SP:Iteration 17Q (14482.640000 sec): 3 clusters
  Score: Raw -430310.264484 + Penalty 2827.558888 = -427482.705596
  nChanged 102
		SP:Iteration 18Q (14482.800000 sec): 3 clusters
  Score: Raw -430360.124794 + Penalty 2827.558888 = -427532.565907
  nChanged 91
		SP:Iteration 19Q (14482.970000 sec): 3 clusters
  Score: Raw -430408.233513 + Penalty 2827.558888 = -427580.674626
  nChanged 85
		SP:Iteration 20F (14483.130000 sec): 3 clusters
  Score: Raw -430445.101569 + Penalty 2827.558888 = -427617.542681
  nChanged 69
		SP:Iteration 21Q (14483.300000 sec): 3 clusters
  Score: Raw -430475.032845 + Penalty 2827.558888 = -427647.473957
  nChanged 67
		SP:Iteration 22Q (14483.470000 sec): 3 clusters
  Score: Raw -430504.778466 + Penalty 2827.558888 = -427677.219578
  nChanged 60
		SP:Iteration 23Q (14483.630000 sec): 3 clusters
  Score: Raw -430535.076383 + Penalty 2827.558888 = -427707.517495
  nChanged 71
		SP:Iteration 24Q (14483.780000 sec): 3 clusters
  Score: Raw -430562.559680 + Penalty 2827.558888 = -427735.000792
  nChanged 51
		SP:Iteration 25Q (14483.970000 sec): 3 clusters
  Score: Raw -430575.831928 + Penalty 2827.558888 = -427748.273040
  nChanged 32
		SP:Iteration 26Q (14484.180000 sec): 3 clusters
  Score: Raw -430584.244257 + Penalty 2827.558888 = -427756.685369
  nChanged 34
		SP:Iteration 27Q (14484.360000 sec): 3 clusters
  Score: Raw -430591.439765 + Penalty 2827.558888 = -427763.880877
  nChanged 24
		SP:Iteration 28Q (14484.430000 sec): 3 clusters
  Score: Raw -430596.681822 + Penalty 2827.558888 = -427769.122934
  nChanged 25
		SP:Iteration 29Q (14484.540000 sec): 3 clusters
  Score: Raw -430601.998755 + Penalty 2827.558888 = -427774.439867
  nChanged 26
		SP:Iteration 30Q (14484.700000 sec): 3 clusters
  Score: Raw -430609.428648 + Penalty 2827.558888 = -427781.869761
  nChanged 28
		SP:Iteration 31Q (14484.880000 sec): 3 clusters
  Score: Raw -430619.171453 + Penalty 2827.558888 = -427791.612566
  nChanged 34
		SP:Iteration 32Q (14485.100000 sec): 3 clusters
  Score: Raw -430627.910805 + Penalty 2827.558888 = -427800.351917
  nChanged 23
		SP:Iteration 33Q (14485.270000 sec): 3 clusters
  Score: Raw -430632.735203 + Penalty 2827.558888 = -427805.176315
  nChanged 15
		SP:Iteration 34Q (14485.410000 sec): 3 clusters
  Score: Raw -430635.396418 + Penalty 2827.558888 = -427807.837530
  nChanged 11
		SP:Iteration 35Q (14485.580000 sec): 3 clusters
  Score: Raw -430637.420376 + Penalty 2827.558888 = -427809.861488
  nChanged 12
		SP:Iteration 36Q (14485.750000 sec): 3 clusters
  Score: Raw -430639.683922 + Penalty 2827.558888 = -427812.125034
  nChanged 8
		SP:Iteration 37Q (14485.920000 sec): 3 clusters
  Score: Raw -430641.254849 + Penalty 2827.558888 = -427813.695961
  nChanged 6
		SP:Iteration 38Q (14486.080000 sec): 3 clusters
  Score: Raw -430641.902196 + Penalty 2827.558888 = -427814.343308
  nChanged 3
		SP:Iteration 39Q (14486.250000 sec): 3 clusters
  Score: Raw -430642.519052 + Penalty 2827.558888 = -427814.960164
  nChanged 4
		SP:Iteration 40F (14486.410000 sec): 3 clusters
  Score: Raw -430643.045425 + Penalty 2827.558888 = -427815.486537
  nChanged 4
		SP:Iteration 41Q (14486.580000 sec): 3 clusters
  Score: Raw -430643.442515 + Penalty 2827.558888 = -427815.883627
  nChanged 3
		SP:Iteration 42Q (14486.740000 sec): 3 clusters
  Score: Raw -430644.991876 + Penalty 2827.558888 = -427817.432988
  nChanged 9
		SP:Iteration 43Q (14486.910000 sec): 3 clusters
  Score: Raw -430649.843802 + Penalty 2827.558888 = -427822.284915
  nChanged 19
		SP:Iteration 44Q (14487.080000 sec): 3 clusters
  Score: Raw -430656.618713 + Penalty 2827.558888 = -427829.059825
  nChanged 20
		SP:Iteration 45Q (14487.240000 sec): 3 clusters
  Score: Raw -430664.636856 + Penalty 2827.558888 = -427837.077969
  nChanged 20
		SP:Iteration 46Q (14487.410000 sec): 3 clusters
  Score: Raw -430673.566898 + Penalty 2827.558888 = -427846.008011
  nChanged 27
		SP:Iteration 47Q (14487.570000 sec): 3 clusters
  Score: Raw -430688.983027 + Penalty 2827.558888 = -427861.424139
  nChanged 35
		SP:Iteration 48Q (14487.740000 sec): 3 clusters
  Score: Raw -430708.105090 + Penalty 2827.558888 = -427880.546202
  nChanged 37
		SP:Iteration 49Q (14487.900000 sec): 3 clusters
  Score: Raw -430726.688192 + Penalty 2827.558888 = -427899.129305
  nChanged 38
		SP:Iteration 50Q (14488.070000 sec): 3 clusters
  Score: Raw -430744.020294 + Penalty 2827.558888 = -427916.461407
  nChanged 41
		SP:Iteration 51Q (14488.280000 sec): 3 clusters
  Score: Raw -430756.956486 + Penalty 2827.558888 = -427929.397598
  nChanged 27
		SP:Iteration 52Q (14488.450000 sec): 3 clusters
  Score: Raw -430762.244471 + Penalty 2827.558888 = -427934.685583
  nChanged 16
		SP:Iteration 53Q (14488.660000 sec): 3 clusters
  Score: Raw -430765.572379 + Penalty 2827.558888 = -427938.013491
  nChanged 11
		SP:Iteration 54Q (14488.830000 sec): 3 clusters
  Score: Raw -430767.235916 + Penalty 2827.558888 = -427939.677028
  nChanged 6
		SP:Iteration 55Q (14488.990000 sec): 3 clusters
  Score: Raw -430768.101788 + Penalty 2827.558888 = -427940.542900
  nChanged 6
		SP:Iteration 56Q (14489.160000 sec): 3 clusters
  Score: Raw -430768.901785 + Penalty 2827.558888 = -427941.342897
  nChanged 2
		SP:Iteration 57Q (14489.330000 sec): 3 clusters
  Score: Raw -430769.159390 + Penalty 2827.558888 = -427941.600503
  nChanged 2
		SP:Iteration 58Q (14489.490000 sec): 3 clusters
  Score: Raw -430769.456873 + Penalty 2827.558888 = -427941.897985
  nChanged 1
		SP:Iteration 59Q (14489.660000 sec): 3 clusters
  Score: Raw -430769.574248 + Penalty 2827.558888 = -427942.015361
  nChanged 0
		SP:Iteration 60F (14489.830000 sec): 3 clusters
  Score: Raw -430769.574248 + Penalty 2827.558888 = -427942.015361
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (4305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14489.950000 sec): 2 clusters
  Score: Raw -327536.033593 + Penalty 1359.724018 = -326176.309576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14490.130000 sec): 3 clusters
  Score: Raw -325409.048683 + Penalty 2719.448035 = -322689.600648
  nChanged 1709
		SP:Iteration 1F (14490.300000 sec): 3 clusters
  Score: Raw -326614.548852 + Penalty 2719.448035 = -323895.100817
  nChanged 421
		SP:Iteration 2F (14490.480000 sec): 3 clusters
  Score: Raw -327033.489684 + Penalty 2719.448035 = -324314.041649
  nChanged 331
		SP:Iteration 3F (14490.660000 sec): 3 clusters
  Score: Raw -327342.749339 + Penalty 2719.448035 = -324623.301303
  nChanged 245
		SP:Iteration 4F (14490.830000 sec): 3 clusters
  Score: Raw -327566.387260 + Penalty 2719.448035 = -324846.939225
  nChanged 206
		SP:Iteration 5Q (14491.010000 sec): 3 clusters
  Score: Raw -327734.794494 + Penalty 2719.448035 = -325015.346459
  nChanged 165
		SP:Iteration 6Q (14491.180000 sec): 3 clusters
  Score: Raw -327870.410907 + Penalty 2719.448035 = -325150.962872
  nChanged 138
		SP:Iteration 7Q (14491.360000 sec): 3 clusters
  Score: Raw -327994.539856 + Penalty 2719.448035 = -325275.091820
  nChanged 126
		SP:Iteration 8Q (14491.540000 sec): 3 clusters
  Score: Raw -328099.965319 + Penalty 2719.448035 = -325380.517283
  nChanged 116
		SP:Iteration 9Q (14491.710000 sec): 3 clusters
  Score: Raw -328188.391971 + Penalty 2719.448035 = -325468.943935
  nChanged 104
		SP:Iteration 10Q (14491.880000 sec): 3 clusters
  Score: Raw -328249.622205 + Penalty 2719.448035 = -325530.174170
  nChanged 77
		SP:Iteration 11Q (14492.060000 sec): 3 clusters
  Score: Raw -328293.061373 + Penalty 2719.448035 = -325573.613337
  nChanged 68
		SP:Iteration 12Q (14492.240000 sec): 3 clusters
  Score: Raw -328333.323285 + Penalty 2719.448035 = -325613.875249
  nChanged 63
		SP:Iteration 13Q (14492.410000 sec): 3 clusters
  Score: Raw -328364.269562 + Penalty 2719.448035 = -325644.821526
  nChanged 61
		SP:Iteration 14Q (14492.590000 sec): 3 clusters
  Score: Raw -328392.299302 + Penalty 2719.448035 = -325672.851267
  nChanged 54
		SP:Iteration 15Q (14492.720000 sec): 3 clusters
  Score: Raw -328416.021570 + Penalty 2719.448035 = -325696.573535
  nChanged 32
		SP:Iteration 16Q (14492.800000 sec): 3 clusters
  Score: Raw -328430.783734 + Penalty 2719.448035 = -325711.335699
  nChanged 31
		SP:Iteration 17Q (14492.880000 sec): 3 clusters
  Score: Raw -328443.245658 + Penalty 2719.448035 = -325723.797623
  nChanged 24
		SP:Iteration 18Q (14492.970000 sec): 3 clusters
  Score: Raw -328455.162260 + Penalty 2719.448035 = -325735.714224
  nChanged 21
		SP:Iteration 19Q (14493.050000 sec): 3 clusters
  Score: Raw -328465.302182 + Penalty 2719.448035 = -325745.854147
  nChanged 24
		SP:Iteration 20F (14493.140000 sec): 3 clusters
  Score: Raw -328474.333593 + Penalty 2719.448035 = -325754.885558
  nChanged 26
		SP:Iteration 21Q (14493.220000 sec): 3 clusters
  Score: Raw -328485.365521 + Penalty 2719.448035 = -325765.917485
  nChanged 22
		SP:Iteration 22Q (14493.310000 sec): 3 clusters
  Score: Raw -328495.283531 + Penalty 2719.448035 = -325775.835495
  nChanged 28
		SP:Iteration 23Q (14493.390000 sec): 3 clusters
  Score: Raw -328510.724526 + Penalty 2719.448035 = -325791.276490
  nChanged 27
		SP:Iteration 24Q (14493.480000 sec): 3 clusters
  Score: Raw -328522.079374 + Penalty 2719.448035 = -325802.631338
  nChanged 23
		SP:Iteration 25Q (14493.560000 sec): 3 clusters
  Score: Raw -328530.471476 + Penalty 2719.448035 = -325811.023440
  nChanged 19
		SP:Iteration 26Q (14493.650000 sec): 3 clusters
  Score: Raw -328536.593389 + Penalty 2719.448035 = -325817.145354
  nChanged 15
		SP:Iteration 27Q (14493.730000 sec): 3 clusters
  Score: Raw -328540.931173 + Penalty 2719.448035 = -325821.483138
  nChanged 10
		SP:Iteration 28Q (14493.820000 sec): 3 clusters
  Score: Raw -328543.479716 + Penalty 2719.448035 = -325824.031681
  nChanged 8
		SP:Iteration 29Q (14493.900000 sec): 3 clusters
  Score: Raw -328545.526933 + Penalty 2719.448035 = -325826.078898
  nChanged 8
		SP:Iteration 30Q (14493.980000 sec): 3 clusters
  Score: Raw -328548.304988 + Penalty 2719.448035 = -325828.856952
  nChanged 8
		SP:Iteration 31Q (14494.070000 sec): 3 clusters
  Score: Raw -328551.629405 + Penalty 2719.448035 = -325832.181369
  nChanged 6
		SP:Iteration 32Q (14494.160000 sec): 3 clusters
  Score: Raw -328552.867823 + Penalty 2719.448035 = -325833.419788
  nChanged 2
		SP:Iteration 33Q (14494.240000 sec): 3 clusters
  Score: Raw -328553.045438 + Penalty 2719.448035 = -325833.597402
  nChanged 0
		SP:Iteration 34F (14494.320000 sec): 3 clusters
  Score: Raw -328553.045438 + Penalty 2719.448035 = -325833.597402
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (3135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14494.430000 sec): 2 clusters
  Score: Raw -265673.893503 + Penalty 1308.187474 = -264365.706029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14494.510000 sec): 3 clusters
  Score: Raw -264221.184791 + Penalty 2616.374947 = -261604.809844
  nChanged 1174
		SP:Iteration 1F (14494.580000 sec): 3 clusters
  Score: Raw -264994.225516 + Penalty 2616.374947 = -262377.850569
  nChanged 279
		SP:Iteration 2F (14494.640000 sec): 3 clusters
  Score: Raw -265237.643347 + Penalty 2616.374947 = -262621.268400
  nChanged 202
		SP:Iteration 3F (14494.700000 sec): 3 clusters
  Score: Raw -265417.134555 + Penalty 2616.374947 = -262800.759608
  nChanged 150
		SP:Iteration 4Q (14494.760000 sec): 3 clusters
  Score: Raw -265555.312977 + Penalty 2616.374947 = -262938.938030
  nChanged 145
		SP:Iteration 5Q (14494.920000 sec): 3 clusters
  Score: Raw -265690.343919 + Penalty 2616.374947 = -263073.968972
  nChanged 152
		SP:Iteration 6Q (14495.100000 sec): 3 clusters
  Score: Raw -265857.458668 + Penalty 2616.374947 = -263241.083720
  nChanged 156
		SP:Iteration 7Q (14495.280000 sec): 3 clusters
  Score: Raw -266019.369034 + Penalty 2616.374947 = -263402.994087
  nChanged 141
		SP:Iteration 8Q (14495.450000 sec): 3 clusters
  Score: Raw -266145.678997 + Penalty 2616.374947 = -263529.304049
  nChanged 121
		SP:Iteration 9Q (14495.630000 sec): 3 clusters
  Score: Raw -266241.009691 + Penalty 2616.374947 = -263624.634743
  nChanged 90
		SP:Iteration 10Q (14495.800000 sec): 3 clusters
  Score: Raw -266298.191786 + Penalty 2616.374947 = -263681.816839
  nChanged 68
		SP:Iteration 11Q (14495.980000 sec): 3 clusters
  Score: Raw -266347.337661 + Penalty 2616.374947 = -263730.962714
  nChanged 51
		SP:Iteration 12Q (14496.160000 sec): 3 clusters
  Score: Raw -266389.491005 + Penalty 2616.374947 = -263773.116058
  nChanged 56
		SP:Iteration 13Q (14496.330000 sec): 3 clusters
  Score: Raw -266431.763094 + Penalty 2616.374947 = -263815.388147
  nChanged 63
		SP:Iteration 14Q (14496.510000 sec): 3 clusters
  Score: Raw -266474.709888 + Penalty 2616.374947 = -263858.334940
  nChanged 53
		SP:Iteration 15Q (14496.680000 sec): 3 clusters
  Score: Raw -266512.197413 + Penalty 2616.374947 = -263895.822466
  nChanged 41
		SP:Iteration 16Q (14496.860000 sec): 3 clusters
  Score: Raw -266540.305357 + Penalty 2616.374947 = -263923.930410
  nChanged 32
		SP:Iteration 17Q (14497.040000 sec): 3 clusters
  Score: Raw -266565.952717 + Penalty 2616.374947 = -263949.577769
  nChanged 36
		SP:Iteration 18Q (14497.210000 sec): 3 clusters
  Score: Raw -266593.468568 + Penalty 2616.374947 = -263977.093621
  nChanged 41
		SP:Iteration 19Q (14497.390000 sec): 3 clusters
  Score: Raw -266620.945909 + Penalty 2616.374947 = -264004.570962
  nChanged 35
		SP:Iteration 20F (14497.560000 sec): 3 clusters
  Score: Raw -266645.274998 + Penalty 2616.374947 = -264028.900051
  nChanged 29
		SP:Iteration 21Q (14497.740000 sec): 3 clusters
  Score: Raw -266662.729617 + Penalty 2616.374947 = -264046.354670
  nChanged 16
		SP:Iteration 22Q (14497.920000 sec): 3 clusters
  Score: Raw -266671.980407 + Penalty 2616.374947 = -264055.605460
  nChanged 17
		SP:Iteration 23Q (14498.090000 sec): 3 clusters
  Score: Raw -266679.797628 + Penalty 2616.374947 = -264063.422681
  nChanged 9
		SP:Iteration 24Q (14498.260000 sec): 3 clusters
  Score: Raw -266683.136828 + Penalty 2616.374947 = -264066.761880
  nChanged 2
		SP:Iteration 25Q (14498.440000 sec): 3 clusters
  Score: Raw -266683.689217 + Penalty 2616.374947 = -264067.314270
  nChanged 0
		SP:Iteration 26F (14498.620000 sec): 3 clusters
  Score: Raw -266683.689217 + Penalty 2616.374947 = -264067.314270
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (1432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14498.700000 sec): 2 clusters
  Score: Raw -136123.598095 + Penalty 1180.859444 = -134942.738651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14498.880000 sec): 3 clusters
  Score: Raw -135624.155106 + Penalty 2361.718888 = -133262.436219
  nChanged 477
		SP:Iteration 1F (14499.050000 sec): 3 clusters
  Score: Raw -136040.747860 + Penalty 2361.718888 = -133679.028972
  nChanged 121
		SP:Iteration 2F (14499.230000 sec): 3 clusters
  Score: Raw -136167.774758 + Penalty 2361.718888 = -133806.055870
  nChanged 77
		SP:Iteration 3F (14499.400000 sec): 3 clusters
  Score: Raw -136238.656976 + Penalty 2361.718888 = -133876.938088
  nChanged 54
		SP:Iteration 4Q (14499.580000 sec): 3 clusters
  Score: Raw -136292.042225 + Penalty 2361.718888 = -133930.323337
  nChanged 43
		SP:Iteration 5Q (14499.760000 sec): 3 clusters
  Score: Raw -136331.599157 + Penalty 2361.718888 = -133969.880269
  nChanged 40
		SP:Iteration 6Q (14499.930000 sec): 3 clusters
  Score: Raw -136371.837774 + Penalty 2361.718888 = -134010.118886
  nChanged 31
		SP:Iteration 7Q (14500.110000 sec): 3 clusters
  Score: Raw -136401.198734 + Penalty 2361.718888 = -134039.479846
  nChanged 29
		SP:Iteration 8Q (14500.280000 sec): 3 clusters
  Score: Raw -136427.137807 + Penalty 2361.718888 = -134065.418920
  nChanged 16
		SP:Iteration 9Q (14500.460000 sec): 3 clusters
  Score: Raw -136442.677184 + Penalty 2361.718888 = -134080.958296
  nChanged 15
		SP:Iteration 10Q (14500.640000 sec): 3 clusters
  Score: Raw -136455.914901 + Penalty 2361.718888 = -134094.196014
  nChanged 11
		SP:Iteration 11Q (14500.810000 sec): 3 clusters
  Score: Raw -136464.789160 + Penalty 2361.718888 = -134103.070272
  nChanged 8
		SP:Iteration 12Q (14500.990000 sec): 3 clusters
  Score: Raw -136468.429476 + Penalty 2361.718888 = -134106.710588
  nChanged 1
		SP:Iteration 13Q (14501.160000 sec): 3 clusters
  Score: Raw -136469.012118 + Penalty 2361.718888 = -134107.293230
  nChanged 2
		SP:Iteration 14Q (14501.340000 sec): 3 clusters
  Score: Raw -136470.785376 + Penalty 2361.718888 = -134109.066488
  nChanged 3
		SP:Iteration 15Q (14501.520000 sec): 3 clusters
  Score: Raw -136473.692798 + Penalty 2361.718888 = -134111.973910
  nChanged 0
		SP:Iteration 16F (14501.690000 sec): 3 clusters
  Score: Raw -136473.692798 + Penalty 2361.718888 = -134111.973910
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (4867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14501.810000 sec): 2 clusters
  Score: Raw -379102.046819 + Penalty 1379.662864 = -377722.383955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14501.980000 sec): 3 clusters
  Score: Raw -376564.567713 + Penalty 2759.325728 = -373805.241985
  nChanged 1975
		SP:Iteration 1F (14502.160000 sec): 3 clusters
  Score: Raw -377757.739002 + Penalty 2759.325728 = -374998.413274
  nChanged 420
		SP:Iteration 2F (14502.340000 sec): 3 clusters
  Score: Raw -378081.989775 + Penalty 2759.325728 = -375322.664047
  nChanged 338
		SP:Iteration 3F (14502.510000 sec): 3 clusters
  Score: Raw -378347.267726 + Penalty 2759.325728 = -375587.941998
  nChanged 287
		SP:Iteration 4F (14502.690000 sec): 3 clusters
  Score: Raw -378571.504451 + Penalty 2759.325728 = -375812.178723
  nChanged 258
		SP:Iteration 5F (14502.860000 sec): 3 clusters
  Score: Raw -378756.318898 + Penalty 2759.325728 = -375996.993170
  nChanged 219
		SP:Iteration 6Q (14503.040000 sec): 3 clusters
  Score: Raw -378896.631020 + Penalty 2759.325728 = -376137.305292
  nChanged 181
		SP:Iteration 7Q (14503.210000 sec): 3 clusters
  Score: Raw -378989.362565 + Penalty 2759.325728 = -376230.036837
  nChanged 146
		SP:Iteration 8Q (14503.390000 sec): 3 clusters
  Score: Raw -379067.487008 + Penalty 2759.325728 = -376308.161279
  nChanged 120
		SP:Iteration 9Q (14503.560000 sec): 3 clusters
  Score: Raw -379128.933377 + Penalty 2759.325728 = -376369.607649
  nChanged 104
		SP:Iteration 10Q (14503.730000 sec): 3 clusters
  Score: Raw -379174.901506 + Penalty 2759.325728 = -376415.575778
  nChanged 89
		SP:Iteration 11Q (14503.900000 sec): 3 clusters
  Score: Raw -379217.154969 + Penalty 2759.325728 = -376457.829241
  nChanged 77
		SP:Iteration 12Q (14504.080000 sec): 3 clusters
  Score: Raw -379246.750377 + Penalty 2759.325728 = -376487.424649
  nChanged 65
		SP:Iteration 13Q (14504.260000 sec): 3 clusters
  Score: Raw -379276.560783 + Penalty 2759.325728 = -376517.235055
  nChanged 63
		SP:Iteration 14Q (14504.430000 sec): 3 clusters
  Score: Raw -379300.737428 + Penalty 2759.325728 = -376541.411700
  nChanged 46
		SP:Iteration 15Q (14504.610000 sec): 3 clusters
  Score: Raw -379315.642480 + Penalty 2759.325728 = -376556.316752
  nChanged 33
		SP:Iteration 16Q (14504.780000 sec): 3 clusters
  Score: Raw -379327.644007 + Penalty 2759.325728 = -376568.318279
  nChanged 39
		SP:Iteration 17Q (14504.960000 sec): 3 clusters
  Score: Raw -379340.881694 + Penalty 2759.325728 = -376581.555965
  nChanged 40
		SP:Iteration 18Q (14505.130000 sec): 3 clusters
  Score: Raw -379360.738071 + Penalty 2759.325728 = -376601.412343
  nChanged 52
		SP:Iteration 19Q (14505.310000 sec): 3 clusters
  Score: Raw -379380.515823 + Penalty 2759.325728 = -376621.190095
  nChanged 35
		SP:Iteration 20F (14505.480000 sec): 3 clusters
  Score: Raw -379393.769055 + Penalty 2759.325728 = -376634.443327
  nChanged 37
		SP:Iteration 21Q (14505.660000 sec): 3 clusters
  Score: Raw -379407.509097 + Penalty 2759.325728 = -376648.183369
  nChanged 33
		SP:Iteration 22Q (14505.830000 sec): 3 clusters
  Score: Raw -379420.825155 + Penalty 2759.325728 = -376661.499427
  nChanged 27
		SP:Iteration 23Q (14506.010000 sec): 3 clusters
  Score: Raw -379429.564733 + Penalty 2759.325728 = -376670.239005
  nChanged 17
		SP:Iteration 24Q (14506.180000 sec): 3 clusters
  Score: Raw -379434.374036 + Penalty 2759.325728 = -376675.048307
  nChanged 16
		SP:Iteration 25Q (14506.360000 sec): 3 clusters
  Score: Raw -379439.326759 + Penalty 2759.325728 = -376680.001031
  nChanged 12
		SP:Iteration 26Q (14506.540000 sec): 3 clusters
  Score: Raw -379442.179372 + Penalty 2759.325728 = -376682.853644
  nChanged 10
		SP:Iteration 27Q (14506.700000 sec): 3 clusters
  Score: Raw -379445.243460 + Penalty 2759.325728 = -376685.917732
  nChanged 13
		SP:Iteration 28Q (14506.870000 sec): 3 clusters
  Score: Raw -379450.149487 + Penalty 2759.325728 = -376690.823759
  nChanged 22
		SP:Iteration 29Q (14507.040000 sec): 3 clusters
  Score: Raw -379456.367195 + Penalty 2759.325728 = -376697.041467
  nChanged 21
		SP:Iteration 30Q (14507.210000 sec): 3 clusters
  Score: Raw -379461.994649 + Penalty 2759.325728 = -376702.668921
  nChanged 14
		SP:Iteration 31Q (14507.390000 sec): 3 clusters
  Score: Raw -379467.862058 + Penalty 2759.325728 = -376708.536329
  nChanged 21
		SP:Iteration 32Q (14507.560000 sec): 3 clusters
  Score: Raw -379478.361820 + Penalty 2759.325728 = -376719.036092
  nChanged 29
		SP:Iteration 33Q (14507.740000 sec): 3 clusters
  Score: Raw -379492.197138 + Penalty 2759.325728 = -376732.871410
  nChanged 35
		SP:Iteration 34Q (14507.920000 sec): 3 clusters
  Score: Raw -379511.797850 + Penalty 2759.325728 = -376752.472122
  nChanged 45
		SP:Iteration 35Q (14508.090000 sec): 3 clusters
  Score: Raw -379531.768205 + Penalty 2759.325728 = -376772.442477
  nChanged 47
		SP:Iteration 36Q (14508.260000 sec): 3 clusters
  Score: Raw -379550.468426 + Penalty 2759.325728 = -376791.142698
  nChanged 49
		SP:Iteration 37Q (14508.440000 sec): 3 clusters
  Score: Raw -379570.759263 + Penalty 2759.325728 = -376811.433535
  nChanged 38
		SP:Iteration 38Q (14508.620000 sec): 3 clusters
  Score: Raw -379586.389601 + Penalty 2759.325728 = -376827.063872
  nChanged 46
		SP:Iteration 39Q (14508.790000 sec): 3 clusters
  Score: Raw -379606.333954 + Penalty 2759.325728 = -376847.008226
  nChanged 45
		SP:Iteration 40F (14508.960000 sec): 3 clusters
  Score: Raw -379625.586926 + Penalty 2759.325728 = -376866.261198
  nChanged 45
		SP:Iteration 41Q (14509.140000 sec): 3 clusters
  Score: Raw -379643.925434 + Penalty 2759.325728 = -376884.599706
  nChanged 36
		SP:Iteration 42Q (14509.320000 sec): 3 clusters
  Score: Raw -379657.971677 + Penalty 2759.325728 = -376898.645949
  nChanged 30
		SP:Iteration 43Q (14509.490000 sec): 3 clusters
  Score: Raw -379669.138019 + Penalty 2759.325728 = -376909.812290
  nChanged 29
		SP:Iteration 44Q (14509.670000 sec): 3 clusters
  Score: Raw -379678.606904 + Penalty 2759.325728 = -376919.281175
  nChanged 25
		SP:Iteration 45Q (14509.840000 sec): 3 clusters
  Score: Raw -379685.727661 + Penalty 2759.325728 = -376926.401933
  nChanged 19
		SP:Iteration 46Q (14510.020000 sec): 3 clusters
  Score: Raw -379691.294168 + Penalty 2759.325728 = -376931.968440
  nChanged 17
		SP:Iteration 47Q (14510.190000 sec): 3 clusters
  Score: Raw -379696.120066 + Penalty 2759.325728 = -376936.794338
  nChanged 16
		SP:Iteration 48Q (14510.370000 sec): 3 clusters
  Score: Raw -379701.443019 + Penalty 2759.325728 = -376942.117290
  nChanged 12
		SP:Iteration 49Q (14510.540000 sec): 3 clusters
  Score: Raw -379705.221496 + Penalty 2759.325728 = -376945.895768
  nChanged 14
		SP:Iteration 50Q (14510.720000 sec): 3 clusters
  Score: Raw -379710.450386 + Penalty 2759.325728 = -376951.124658
  nChanged 13
		SP:Iteration 51Q (14510.890000 sec): 3 clusters
  Score: Raw -379717.249677 + Penalty 2759.325728 = -376957.923949
  nChanged 18
		SP:Iteration 52Q (14511.070000 sec): 3 clusters
  Score: Raw -379724.539707 + Penalty 2759.325728 = -376965.213978
  nChanged 27
		SP:Iteration 53Q (14511.240000 sec): 3 clusters
  Score: Raw -379736.198411 + Penalty 2759.325728 = -376976.872683
  nChanged 31
		SP:Iteration 54Q (14511.420000 sec): 3 clusters
  Score: Raw -379749.287646 + Penalty 2759.325728 = -376989.961918
  nChanged 31
		SP:Iteration 55Q (14511.600000 sec): 3 clusters
  Score: Raw -379763.306486 + Penalty 2759.325728 = -377003.980758
  nChanged 37
		SP:Iteration 56Q (14511.770000 sec): 3 clusters
  Score: Raw -379782.075659 + Penalty 2759.325728 = -377022.749931
  nChanged 38
		SP:Iteration 57Q (14511.940000 sec): 3 clusters
  Score: Raw -379799.665747 + Penalty 2759.325728 = -377040.340019
  nChanged 40
		SP:Iteration 58Q (14512.120000 sec): 3 clusters
  Score: Raw -379816.393024 + Penalty 2759.325728 = -377057.067296
  nChanged 45
		SP:Iteration 59Q (14512.300000 sec): 3 clusters
  Score: Raw -379836.600495 + Penalty 2759.325728 = -377077.274767
  nChanged 46
		SP:Iteration 60F (14512.470000 sec): 3 clusters
  Score: Raw -379859.171508 + Penalty 2759.325728 = -377099.845780
  nChanged 41
		SP:Iteration 61Q (14512.650000 sec): 3 clusters
  Score: Raw -379883.500742 + Penalty 2759.325728 = -377124.175014
  nChanged 45
		SP:Iteration 62Q (14512.820000 sec): 3 clusters
  Score: Raw -379906.451924 + Penalty 2759.325728 = -377147.126196
  nChanged 35
		SP:Iteration 63Q (14513.000000 sec): 3 clusters
  Score: Raw -379923.737224 + Penalty 2759.325728 = -377164.411496
  nChanged 35
		SP:Iteration 64Q (14513.170000 sec): 3 clusters
  Score: Raw -379937.500534 + Penalty 2759.325728 = -377178.174805
  nChanged 30
		SP:Iteration 65Q (14513.350000 sec): 3 clusters
  Score: Raw -379950.542910 + Penalty 2759.325728 = -377191.217182
  nChanged 30
		SP:Iteration 66Q (14513.520000 sec): 3 clusters
  Score: Raw -379961.747085 + Penalty 2759.325728 = -377202.421357
  nChanged 26
		SP:Iteration 67Q (14513.700000 sec): 3 clusters
  Score: Raw -379973.428258 + Penalty 2759.325728 = -377214.102530
  nChanged 23
		SP:Iteration 68Q (14513.860000 sec): 3 clusters
  Score: Raw -379982.831923 + Penalty 2759.325728 = -377223.506195
  nChanged 19
		SP:Iteration 69Q (14514.040000 sec): 3 clusters
  Score: Raw -379989.344230 + Penalty 2759.325728 = -377230.018502
  nChanged 16
		SP:Iteration 70Q (14514.220000 sec): 3 clusters
  Score: Raw -379996.331287 + Penalty 2759.325728 = -377237.005559
  nChanged 12
		SP:Iteration 71Q (14514.390000 sec): 3 clusters
  Score: Raw -380001.250039 + Penalty 2759.325728 = -377241.924311
  nChanged 18
		SP:Iteration 72Q (14514.560000 sec): 3 clusters
  Score: Raw -380008.756431 + Penalty 2759.325728 = -377249.430703
  nChanged 11
		SP:Iteration 73Q (14514.740000 sec): 3 clusters
  Score: Raw -380015.218383 + Penalty 2759.325728 = -377255.892654
  nChanged 24
		SP:Iteration 74Q (14514.920000 sec): 3 clusters
  Score: Raw -380027.941170 + Penalty 2759.325728 = -377268.615442
  nChanged 18
		SP:Iteration 75Q (14515.090000 sec): 3 clusters
  Score: Raw -380035.289922 + Penalty 2759.325728 = -377275.964193
  nChanged 17
		SP:Iteration 76Q (14515.270000 sec): 3 clusters
  Score: Raw -380043.320333 + Penalty 2759.325728 = -377283.994605
  nChanged 19
		SP:Iteration 77Q (14515.440000 sec): 3 clusters
  Score: Raw -380050.634388 + Penalty 2759.325728 = -377291.308660
  nChanged 11
		SP:Iteration 78Q (14515.620000 sec): 3 clusters
  Score: Raw -380053.375125 + Penalty 2759.325728 = -377294.049397
  nChanged 4
		SP:Iteration 79Q (14515.790000 sec): 3 clusters
  Score: Raw -380056.271929 + Penalty 2759.325728 = -377296.946201
  nChanged 8
		SP:Iteration 80F (14515.950000 sec): 3 clusters
  Score: Raw -380059.856285 + Penalty 2759.325728 = -377300.530557
  nChanged 12
		SP:Iteration 81Q (14516.110000 sec): 3 clusters
  Score: Raw -380064.651756 + Penalty 2759.325728 = -377305.326027
  nChanged 8
		SP:Iteration 82Q (14516.270000 sec): 3 clusters
  Score: Raw -380067.647628 + Penalty 2759.325728 = -377308.321900
  nChanged 7
		SP:Iteration 83Q (14516.420000 sec): 3 clusters
  Score: Raw -380071.545389 + Penalty 2759.325728 = -377312.219660
  nChanged 5
		SP:Iteration 84Q (14516.580000 sec): 3 clusters
  Score: Raw -380072.915025 + Penalty 2759.325728 = -377313.589297
  nChanged 5
		SP:Iteration 85Q (14516.740000 sec): 3 clusters
  Score: Raw -380075.322693 + Penalty 2759.325728 = -377315.996965
  nChanged 8
		SP:Iteration 86Q (14516.900000 sec): 3 clusters
  Score: Raw -380080.293516 + Penalty 2759.325728 = -377320.967788
  nChanged 7
		SP:Iteration 87Q (14517.070000 sec): 3 clusters
  Score: Raw -380084.903507 + Penalty 2759.325728 = -377325.577778
  nChanged 7
		SP:Iteration 88Q (14517.240000 sec): 3 clusters
  Score: Raw -380087.163491 + Penalty 2759.325728 = -377327.837762
  nChanged 1
		SP:Iteration 89Q (14517.420000 sec): 3 clusters
  Score: Raw -380087.740361 + Penalty 2759.325728 = -377328.414633
  nChanged 1
		SP:Iteration 90Q (14517.600000 sec): 3 clusters
  Score: Raw -380087.844668 + Penalty 2759.325728 = -377328.518940
  nChanged 0
		SP:Iteration 91F (14517.770000 sec): 3 clusters
  Score: Raw -380087.844668 + Penalty 2759.325728 = -377328.518940
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (7949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14517.880000 sec): 2 clusters
  Score: Raw -641858.678501 + Penalty 1459.380230 = -640399.298271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14518.100000 sec): 3 clusters
  Score: Raw -637520.207463 + Penalty 2918.760459 = -634601.447003
  nChanged 3332
		SP:Iteration 1F (14518.290000 sec): 3 clusters
  Score: Raw -639483.973305 + Penalty 2918.760459 = -636565.212845
  nChanged 626
		SP:Iteration 2F (14518.500000 sec): 3 clusters
  Score: Raw -639898.129733 + Penalty 2918.760459 = -636979.369273
  nChanged 598
		SP:Iteration 3F (14518.620000 sec): 3 clusters
  Score: Raw -640367.899823 + Penalty 2918.760459 = -637449.139364
  nChanged 555
		SP:Iteration 4F (14518.750000 sec): 3 clusters
  Score: Raw -640825.065259 + Penalty 2918.760459 = -637906.304800
  nChanged 526
		SP:Iteration 5F (14518.880000 sec): 3 clusters
  Score: Raw -641233.145182 + Penalty 2918.760459 = -638314.384723
  nChanged 435
		SP:Iteration 6F (14519.080000 sec): 3 clusters
  Score: Raw -641561.212497 + Penalty 2918.760459 = -638642.452037
  nChanged 364
		SP:Iteration 7Q (14519.290000 sec): 3 clusters
  Score: Raw -641773.649575 + Penalty 2918.760459 = -638854.889116
  nChanged 273
		SP:Iteration 8Q (14519.480000 sec): 3 clusters
  Score: Raw -641922.914309 + Penalty 2918.760459 = -639004.153850
  nChanged 256
		SP:Iteration 9Q (14519.670000 sec): 3 clusters
  Score: Raw -642053.421565 + Penalty 2918.760459 = -639134.661105
  nChanged 203
		SP:Iteration 10Q (14519.870000 sec): 3 clusters
  Score: Raw -642152.238729 + Penalty 2918.760459 = -639233.478270
  nChanged 170
		SP:Iteration 11Q (14520.070000 sec): 3 clusters
  Score: Raw -642220.518299 + Penalty 2918.760459 = -639301.757840
  nChanged 152
		SP:Iteration 12Q (14520.260000 sec): 3 clusters
  Score: Raw -642278.443661 + Penalty 2918.760459 = -639359.683201
  nChanged 113
		SP:Iteration 13Q (14520.460000 sec): 3 clusters
  Score: Raw -642318.126435 + Penalty 2918.760459 = -639399.365975
  nChanged 94
		SP:Iteration 14Q (14520.660000 sec): 3 clusters
  Score: Raw -642347.231116 + Penalty 2918.760459 = -639428.470657
  nChanged 81
		SP:Iteration 15Q (14520.850000 sec): 3 clusters
  Score: Raw -642372.503992 + Penalty 2918.760459 = -639453.743532
  nChanged 76
		SP:Iteration 16Q (14521.050000 sec): 3 clusters
  Score: Raw -642395.101322 + Penalty 2918.760459 = -639476.340863
  nChanged 71
		SP:Iteration 17Q (14521.240000 sec): 3 clusters
  Score: Raw -642415.424022 + Penalty 2918.760459 = -639496.663562
  nChanged 70
		SP:Iteration 18Q (14521.440000 sec): 3 clusters
  Score: Raw -642432.986216 + Penalty 2918.760459 = -639514.225757
  nChanged 55
		SP:Iteration 19Q (14521.640000 sec): 3 clusters
  Score: Raw -642447.069239 + Penalty 2918.760459 = -639528.308780
  nChanged 61
		SP:Iteration 20F (14521.880000 sec): 3 clusters
  Score: Raw -642462.200161 + Penalty 2918.760459 = -639543.439702
  nChanged 44
		SP:Iteration 21Q (14522.120000 sec): 3 clusters
  Score: Raw -642473.020560 + Penalty 2918.760459 = -639554.260101
  nChanged 46
		SP:Iteration 22Q (14522.280000 sec): 3 clusters
  Score: Raw -642485.768391 + Penalty 2918.760459 = -639567.007931
  nChanged 50
		SP:Iteration 23Q (14522.480000 sec): 3 clusters
  Score: Raw -642497.785174 + Penalty 2918.760459 = -639579.024714
  nChanged 53
		SP:Iteration 24Q (14522.670000 sec): 3 clusters
  Score: Raw -642514.480398 + Penalty 2918.760459 = -639595.719939
  nChanged 55
		SP:Iteration 25Q (14522.870000 sec): 3 clusters
  Score: Raw -642529.518040 + Penalty 2918.760459 = -639610.757580
  nChanged 37
		SP:Iteration 26Q (14523.060000 sec): 3 clusters
  Score: Raw -642536.937883 + Penalty 2918.760459 = -639618.177423
  nChanged 35
		SP:Iteration 27Q (14523.260000 sec): 3 clusters
  Score: Raw -642544.413543 + Penalty 2918.760459 = -639625.653084
  nChanged 31
		SP:Iteration 28Q (14523.460000 sec): 3 clusters
  Score: Raw -642554.138064 + Penalty 2918.760459 = -639635.377604
  nChanged 44
		SP:Iteration 29Q (14523.660000 sec): 3 clusters
  Score: Raw -642566.370588 + Penalty 2918.760459 = -639647.610128
  nChanged 48
		SP:Iteration 30Q (14523.850000 sec): 3 clusters
  Score: Raw -642583.013590 + Penalty 2918.760459 = -639664.253130
  nChanged 58
		SP:Iteration 31Q (14524.060000 sec): 3 clusters
  Score: Raw -642601.822214 + Penalty 2918.760459 = -639683.061755
  nChanged 46
		SP:Iteration 32Q (14524.250000 sec): 3 clusters
  Score: Raw -642616.325190 + Penalty 2918.760459 = -639697.564731
  nChanged 46
		SP:Iteration 33Q (14524.450000 sec): 3 clusters
  Score: Raw -642632.353794 + Penalty 2918.760459 = -639713.593335
  nChanged 51
		SP:Iteration 34Q (14524.650000 sec): 3 clusters
  Score: Raw -642647.894496 + Penalty 2918.760459 = -639729.134036
  nChanged 51
		SP:Iteration 35Q (14524.840000 sec): 3 clusters
  Score: Raw -642663.650439 + Penalty 2918.760459 = -639744.889980
  nChanged 42
		SP:Iteration 36Q (14525.080000 sec): 3 clusters
  Score: Raw -642677.380798 + Penalty 2918.760459 = -639758.620339
  nChanged 34
		SP:Iteration 37Q (14525.280000 sec): 3 clusters
  Score: Raw -642690.093172 + Penalty 2918.760459 = -639771.332713
  nChanged 42
		SP:Iteration 38Q (14525.480000 sec): 3 clusters
  Score: Raw -642700.707665 + Penalty 2918.760459 = -639781.947206
  nChanged 23
		SP:Iteration 39Q (14525.670000 sec): 3 clusters
  Score: Raw -642709.087277 + Penalty 2918.760459 = -639790.326817
  nChanged 21
		SP:Iteration 40F (14525.870000 sec): 3 clusters
  Score: Raw -642714.537671 + Penalty 2918.760459 = -639795.777212
  nChanged 18
		SP:Iteration 41Q (14526.070000 sec): 3 clusters
  Score: Raw -642718.728523 + Penalty 2918.760459 = -639799.968064
  nChanged 21
		SP:Iteration 42Q (14526.260000 sec): 3 clusters
  Score: Raw -642722.987495 + Penalty 2918.760459 = -639804.227036
  nChanged 21
		SP:Iteration 43Q (14526.460000 sec): 3 clusters
  Score: Raw -642727.811479 + Penalty 2918.760459 = -639809.051020
  nChanged 23
		SP:Iteration 44Q (14526.660000 sec): 3 clusters
  Score: Raw -642736.583301 + Penalty 2918.760459 = -639817.822842
  nChanged 33
		SP:Iteration 45Q (14526.860000 sec): 3 clusters
  Score: Raw -642749.230697 + Penalty 2918.760459 = -639830.470237
  nChanged 43
		SP:Iteration 46Q (14527.050000 sec): 3 clusters
  Score: Raw -642764.489383 + Penalty 2918.760459 = -639845.728923
  nChanged 38
		SP:Iteration 47Q (14527.250000 sec): 3 clusters
  Score: Raw -642781.906926 + Penalty 2918.760459 = -639863.146466
  nChanged 41
		SP:Iteration 48Q (14527.450000 sec): 3 clusters
  Score: Raw -642803.363230 + Penalty 2918.760459 = -639884.602771
  nChanged 53
		SP:Iteration 49Q (14527.640000 sec): 3 clusters
  Score: Raw -642829.746212 + Penalty 2918.760459 = -639910.985753
  nChanged 54
		SP:Iteration 50Q (14527.840000 sec): 3 clusters
  Score: Raw -642845.467030 + Penalty 2918.760459 = -639926.706571
  nChanged 40
		SP:Iteration 51Q (14528.040000 sec): 3 clusters
  Score: Raw -642858.256573 + Penalty 2918.760459 = -639939.496113
  nChanged 41
		SP:Iteration 52Q (14528.240000 sec): 3 clusters
  Score: Raw -642868.478482 + Penalty 2918.760459 = -639949.718023
  nChanged 35
		SP:Iteration 53Q (14528.440000 sec): 3 clusters
  Score: Raw -642880.008127 + Penalty 2918.760459 = -639961.247667
  nChanged 30
		SP:Iteration 54Q (14528.630000 sec): 3 clusters
  Score: Raw -642887.038353 + Penalty 2918.760459 = -639968.277894
  nChanged 30
		SP:Iteration 55Q (14528.820000 sec): 3 clusters
  Score: Raw -642892.966172 + Penalty 2918.760459 = -639974.205713
  nChanged 16
		SP:Iteration 56Q (14529.020000 sec): 3 clusters
  Score: Raw -642895.914265 + Penalty 2918.760459 = -639977.153806
  nChanged 19
		SP:Iteration 57Q (14529.220000 sec): 3 clusters
  Score: Raw -642899.531869 + Penalty 2918.760459 = -639980.771410
  nChanged 17
		SP:Iteration 58Q (14529.460000 sec): 3 clusters
  Score: Raw -642902.332552 + Penalty 2918.760459 = -639983.572092
  nChanged 9
		SP:Iteration 59Q (14529.660000 sec): 3 clusters
  Score: Raw -642903.882602 + Penalty 2918.760459 = -639985.122143
  nChanged 5
		SP:Iteration 60F (14529.860000 sec): 3 clusters
  Score: Raw -642904.989182 + Penalty 2918.760459 = -639986.228723
  nChanged 10
		SP:Iteration 61Q (14530.050000 sec): 3 clusters
  Score: Raw -642907.466570 + Penalty 2918.760459 = -639988.706110
  nChanged 7
		SP:Iteration 62Q (14530.250000 sec): 3 clusters
  Score: Raw -642908.399917 + Penalty 2918.760459 = -639989.639458
  nChanged 4
		SP:Iteration 63Q (14530.440000 sec): 3 clusters
  Score: Raw -642908.979695 + Penalty 2918.760459 = -639990.219236
  nChanged 2
		SP:Iteration 64Q (14530.640000 sec): 3 clusters
  Score: Raw -642909.301481 + Penalty 2918.760459 = -639990.541022
  nChanged 5
		SP:Iteration 65Q (14530.840000 sec): 3 clusters
  Score: Raw -642910.236328 + Penalty 2918.760459 = -639991.475869
  nChanged 7
		SP:Iteration 66Q (14531.040000 sec): 3 clusters
  Score: Raw -642911.440780 + Penalty 2918.760459 = -639992.680320
  nChanged 6
		SP:Iteration 67Q (14531.230000 sec): 3 clusters
  Score: Raw -642912.273975 + Penalty 2918.760459 = -639993.513516
  nChanged 8
		SP:Iteration 68Q (14531.430000 sec): 3 clusters
  Score: Raw -642913.195585 + Penalty 2918.760459 = -639994.435126
  nChanged 7
		SP:Iteration 69Q (14531.630000 sec): 3 clusters
  Score: Raw -642914.071642 + Penalty 2918.760459 = -639995.311183
  nChanged 9
		SP:Iteration 70Q (14531.820000 sec): 3 clusters
  Score: Raw -642915.826460 + Penalty 2918.760459 = -639997.066000
  nChanged 3
		SP:Iteration 71Q (14532.020000 sec): 3 clusters
  Score: Raw -642916.066337 + Penalty 2918.760459 = -639997.305878
  nChanged 1
		SP:Iteration 72Q (14532.220000 sec): 3 clusters
  Score: Raw -642916.393483 + Penalty 2918.760459 = -639997.633024
  nChanged 4
		SP:Iteration 73Q (14532.420000 sec): 3 clusters
  Score: Raw -642917.113959 + Penalty 2918.760459 = -639998.353500
  nChanged 2
		SP:Iteration 74Q (14532.660000 sec): 3 clusters
  Score: Raw -642917.358297 + Penalty 2918.760459 = -639998.597837
  nChanged 1
		SP:Iteration 75Q (14532.850000 sec): 3 clusters
  Score: Raw -642917.402068 + Penalty 2918.760459 = -639998.641609
  nChanged 0
		SP:Iteration 76F (14533.050000 sec): 3 clusters
  Score: Raw -642917.402068 + Penalty 2918.760459 = -639998.641609
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (14844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14533.240000 sec): 2 clusters
  Score: Raw -1276237.101020 + Penalty 1560.869541 = -1274676.231479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14533.590000 sec): 3 clusters
  Score: Raw -1267478.997348 + Penalty 3121.739082 = -1264357.258266
  nChanged 6557
		SP:Iteration 1F (14533.890000 sec): 3 clusters
  Score: Raw -1271446.543366 + Penalty 3121.739082 = -1268324.804284
  nChanged 1136
		SP:Iteration 2F (14534.210000 sec): 3 clusters
  Score: Raw -1272384.610402 + Penalty 3121.739082 = -1269262.871320
  nChanged 1254
		SP:Iteration 3F (14534.490000 sec): 3 clusters
  Score: Raw -1273484.039380 + Penalty 3121.739082 = -1270362.300298
  nChanged 1206
		SP:Iteration 4F (14534.760000 sec): 3 clusters
  Score: Raw -1274506.962789 + Penalty 3121.739082 = -1271385.223707
  nChanged 1074
		SP:Iteration 5F (14535.040000 sec): 3 clusters
  Score: Raw -1275255.729312 + Penalty 3121.739082 = -1272133.990230
  nChanged 791
		SP:Iteration 6F (14535.350000 sec): 3 clusters
  Score: Raw -1275751.118601 + Penalty 3121.739082 = -1272629.379519
  nChanged 648
		SP:Iteration 7Q (14535.630000 sec): 3 clusters
  Score: Raw -1276128.742687 + Penalty 3121.739082 = -1273007.003605
  nChanged 531
		SP:Iteration 8Q (14535.900000 sec): 3 clusters
  Score: Raw -1276377.799114 + Penalty 3121.739082 = -1273256.060032
  nChanged 379
		SP:Iteration 9Q (14536.170000 sec): 3 clusters
  Score: Raw -1276529.121608 + Penalty 3121.739082 = -1273407.382526
  nChanged 299
		SP:Iteration 10Q (14536.490000 sec): 3 clusters
  Score: Raw -1276638.273651 + Penalty 3121.739082 = -1273516.534569
  nChanged 243
		SP:Iteration 11Q (14536.810000 sec): 3 clusters
  Score: Raw -1276716.595148 + Penalty 3121.739082 = -1273594.856066
  nChanged 211
		SP:Iteration 12Q (14537.080000 sec): 3 clusters
  Score: Raw -1276795.728621 + Penalty 3121.739082 = -1273673.989539
  nChanged 209
		SP:Iteration 13Q (14537.310000 sec): 3 clusters
  Score: Raw -1276865.548627 + Penalty 3121.739082 = -1273743.809545
  nChanged 176
		SP:Iteration 14Q (14537.630000 sec): 3 clusters
  Score: Raw -1276920.506676 + Penalty 3121.739082 = -1273798.767594
  nChanged 142
		SP:Iteration 15Q (14537.950000 sec): 3 clusters
  Score: Raw -1276961.072928 + Penalty 3121.739082 = -1273839.333846
  nChanged 134
		SP:Iteration 16Q (14538.260000 sec): 3 clusters
  Score: Raw -1276991.764628 + Penalty 3121.739082 = -1273870.025545
  nChanged 96
		SP:Iteration 17Q (14538.490000 sec): 3 clusters
  Score: Raw -1277009.839865 + Penalty 3121.739082 = -1273888.100783
  nChanged 80
		SP:Iteration 18Q (14538.770000 sec): 3 clusters
  Score: Raw -1277023.919672 + Penalty 3121.739082 = -1273902.180589
  nChanged 69
		SP:Iteration 19Q (14539.080000 sec): 3 clusters
  Score: Raw -1277036.792796 + Penalty 3121.739082 = -1273915.053713
  nChanged 72
		SP:Iteration 20F (14539.360000 sec): 3 clusters
  Score: Raw -1277050.348648 + Penalty 3121.739082 = -1273928.609566
  nChanged 67
		SP:Iteration 21Q (14539.630000 sec): 3 clusters
  Score: Raw -1277063.411525 + Penalty 3121.739082 = -1273941.672442
  nChanged 63
		SP:Iteration 22Q (14539.910000 sec): 3 clusters
  Score: Raw -1277076.442750 + Penalty 3121.739082 = -1273954.703668
  nChanged 66
		SP:Iteration 23Q (14540.230000 sec): 3 clusters
  Score: Raw -1277091.568086 + Penalty 3121.739082 = -1273969.829004
  nChanged 75
		SP:Iteration 24Q (14540.500000 sec): 3 clusters
  Score: Raw -1277108.086804 + Penalty 3121.739082 = -1273986.347722
  nChanged 82
		SP:Iteration 25Q (14540.770000 sec): 3 clusters
  Score: Raw -1277125.791277 + Penalty 3121.739082 = -1274004.052195
  nChanged 73
		SP:Iteration 26Q (14541.050000 sec): 3 clusters
  Score: Raw -1277140.892496 + Penalty 3121.739082 = -1274019.153413
  nChanged 66
		SP:Iteration 27Q (14541.320000 sec): 3 clusters
  Score: Raw -1277154.245702 + Penalty 3121.739082 = -1274032.506619
  nChanged 46
		SP:Iteration 28Q (14541.550000 sec): 3 clusters
  Score: Raw -1277162.009366 + Penalty 3121.739082 = -1274040.270284
  nChanged 41
		SP:Iteration 29Q (14541.870000 sec): 3 clusters
  Score: Raw -1277168.657255 + Penalty 3121.739082 = -1274046.918173
  nChanged 38
		SP:Iteration 30Q (14542.150000 sec): 3 clusters
  Score: Raw -1277174.063437 + Penalty 3121.739082 = -1274052.324355
  nChanged 27
		SP:Iteration 31Q (14542.370000 sec): 3 clusters
  Score: Raw -1277178.255565 + Penalty 3121.739082 = -1274056.516483
  nChanged 23
		SP:Iteration 32Q (14542.650000 sec): 3 clusters
  Score: Raw -1277182.334828 + Penalty 3121.739082 = -1274060.595746
  nChanged 31
		SP:Iteration 33Q (14542.880000 sec): 3 clusters
  Score: Raw -1277187.102750 + Penalty 3121.739082 = -1274065.363668
  nChanged 35
		SP:Iteration 34Q (14543.150000 sec): 3 clusters
  Score: Raw -1277192.026871 + Penalty 3121.739082 = -1274070.287788
  nChanged 31
		SP:Iteration 35Q (14543.410000 sec): 3 clusters
  Score: Raw -1277196.199720 + Penalty 3121.739082 = -1274074.460638
  nChanged 40
		SP:Iteration 36Q (14543.660000 sec): 3 clusters
  Score: Raw -1277203.999481 + Penalty 3121.739082 = -1274082.260399
  nChanged 49
		SP:Iteration 37Q (14543.890000 sec): 3 clusters
  Score: Raw -1277213.678696 + Penalty 3121.739082 = -1274091.939613
  nChanged 48
		SP:Iteration 38Q (14544.170000 sec): 3 clusters
  Score: Raw -1277225.429178 + Penalty 3121.739082 = -1274103.690096
  nChanged 63
		SP:Iteration 39Q (14544.400000 sec): 3 clusters
  Score: Raw -1277236.755760 + Penalty 3121.739082 = -1274115.016678
  nChanged 52
		SP:Iteration 40F (14544.670000 sec): 3 clusters
  Score: Raw -1277245.072734 + Penalty 3121.739082 = -1274123.333652
  nChanged 39
		SP:Iteration 41Q (14544.910000 sec): 3 clusters
  Score: Raw -1277252.369753 + Penalty 3121.739082 = -1274130.630671
  nChanged 42
		SP:Iteration 42Q (14545.180000 sec): 3 clusters
  Score: Raw -1277259.782761 + Penalty 3121.739082 = -1274138.043678
  nChanged 41
		SP:Iteration 43Q (14545.410000 sec): 3 clusters
  Score: Raw -1277268.078096 + Penalty 3121.739082 = -1274146.339013
  nChanged 40
		SP:Iteration 44Q (14545.690000 sec): 3 clusters
  Score: Raw -1277278.797503 + Penalty 3121.739082 = -1274157.058421
  nChanged 48
		SP:Iteration 45Q (14545.910000 sec): 3 clusters
  Score: Raw -1277296.153724 + Penalty 3121.739082 = -1274174.414642
  nChanged 51
		SP:Iteration 46Q (14546.190000 sec): 3 clusters
  Score: Raw -1277325.972448 + Penalty 3121.739082 = -1274204.233366
  nChanged 69
		SP:Iteration 47Q (14546.420000 sec): 3 clusters
  Score: Raw -1277356.667591 + Penalty 3121.739082 = -1274234.928509
  nChanged 73
		SP:Iteration 48Q (14546.720000 sec): 3 clusters
  Score: Raw -1277389.216724 + Penalty 3121.739082 = -1274267.477642
  nChanged 70
		SP:Iteration 49Q (14546.970000 sec): 3 clusters
  Score: Raw -1277418.682335 + Penalty 3121.739082 = -1274296.943253
  nChanged 62
		SP:Iteration 50Q (14547.200000 sec): 3 clusters
  Score: Raw -1277441.951891 + Penalty 3121.739082 = -1274320.212809
  nChanged 72
		SP:Iteration 51Q (14547.480000 sec): 3 clusters
  Score: Raw -1277467.821827 + Penalty 3121.739082 = -1274346.082745
  nChanged 63
		SP:Iteration 52Q (14547.710000 sec): 3 clusters
  Score: Raw -1277497.420745 + Penalty 3121.739082 = -1274375.681663
  nChanged 82
		SP:Iteration 53Q (14547.980000 sec): 3 clusters
  Score: Raw -1277535.799147 + Penalty 3121.739082 = -1274414.060064
  nChanged 62
		SP:Iteration 54Q (14548.250000 sec): 3 clusters
  Score: Raw -1277559.860393 + Penalty 3121.739082 = -1274438.121311
  nChanged 63
		SP:Iteration 55Q (14548.430000 sec): 3 clusters
  Score: Raw -1277584.162053 + Penalty 3121.739082 = -1274462.422971
  nChanged 61
		SP:Iteration 56Q (14548.650000 sec): 3 clusters
  Score: Raw -1277609.345151 + Penalty 3121.739082 = -1274487.606069
  nChanged 51
		SP:Iteration 57Q (14548.900000 sec): 3 clusters
  Score: Raw -1277626.052759 + Penalty 3121.739082 = -1274504.313677
  nChanged 38
		SP:Iteration 58Q (14549.170000 sec): 3 clusters
  Score: Raw -1277639.087773 + Penalty 3121.739082 = -1274517.348691
  nChanged 41
		SP:Iteration 59Q (14549.400000 sec): 3 clusters
  Score: Raw -1277654.491383 + Penalty 3121.739082 = -1274532.752301
  nChanged 43
		SP:Iteration 60F (14549.680000 sec): 3 clusters
  Score: Raw -1277666.949415 + Penalty 3121.739082 = -1274545.210333
  nChanged 39
		SP:Iteration 61Q (14549.900000 sec): 3 clusters
  Score: Raw -1277676.900975 + Penalty 3121.739082 = -1274555.161893
  nChanged 28
		SP:Iteration 62Q (14550.180000 sec): 3 clusters
  Score: Raw -1277682.728116 + Penalty 3121.739082 = -1274560.989033
  nChanged 26
		SP:Iteration 63Q (14550.410000 sec): 3 clusters
  Score: Raw -1277688.613875 + Penalty 3121.739082 = -1274566.874793
  nChanged 19
		SP:Iteration 64Q (14550.680000 sec): 3 clusters
  Score: Raw -1277692.265721 + Penalty 3121.739082 = -1274570.526639
  nChanged 13
		SP:Iteration 65Q (14550.910000 sec): 3 clusters
  Score: Raw -1277695.325165 + Penalty 3121.739082 = -1274573.586083
  nChanged 10
		SP:Iteration 66Q (14551.170000 sec): 3 clusters
  Score: Raw -1277698.101925 + Penalty 3121.739082 = -1274576.362843
  nChanged 18
		SP:Iteration 67Q (14551.420000 sec): 3 clusters
  Score: Raw -1277701.693036 + Penalty 3121.739082 = -1274579.953954
  nChanged 15
		SP:Iteration 68Q (14551.690000 sec): 3 clusters
  Score: Raw -1277704.519697 + Penalty 3121.739082 = -1274582.780614
  nChanged 13
		SP:Iteration 69Q (14551.910000 sec): 3 clusters
  Score: Raw -1277707.862129 + Penalty 3121.739082 = -1274586.123047
  nChanged 23
		SP:Iteration 70Q (14552.190000 sec): 3 clusters
  Score: Raw -1277713.049437 + Penalty 3121.739082 = -1274591.310355
  nChanged 24
		SP:Iteration 71Q (14552.410000 sec): 3 clusters
  Score: Raw -1277719.282173 + Penalty 3121.739082 = -1274597.543091
  nChanged 26
		SP:Iteration 72Q (14552.680000 sec): 3 clusters
  Score: Raw -1277725.193013 + Penalty 3121.739082 = -1274603.453931
  nChanged 21
		SP:Iteration 73Q (14552.910000 sec): 3 clusters
  Score: Raw -1277731.341730 + Penalty 3121.739082 = -1274609.602647
  nChanged 23
		SP:Iteration 74Q (14553.180000 sec): 3 clusters
  Score: Raw -1277736.374046 + Penalty 3121.739082 = -1274614.634964
  nChanged 19
		SP:Iteration 75Q (14553.450000 sec): 3 clusters
  Score: Raw -1277740.594879 + Penalty 3121.739082 = -1274618.855797
  nChanged 13
		SP:Iteration 76Q (14553.680000 sec): 3 clusters
  Score: Raw -1277744.083418 + Penalty 3121.739082 = -1274622.344336
  nChanged 13
		SP:Iteration 77Q (14553.900000 sec): 3 clusters
  Score: Raw -1277746.444371 + Penalty 3121.739082 = -1274624.705288
  nChanged 16
		SP:Iteration 78Q (14554.180000 sec): 3 clusters
  Score: Raw -1277750.081293 + Penalty 3121.739082 = -1274628.342210
  nChanged 13
		SP:Iteration 79Q (14554.450000 sec): 3 clusters
  Score: Raw -1277751.622269 + Penalty 3121.739082 = -1274629.883187
  nChanged 0
		SP:Iteration 80F (14554.730000 sec): 3 clusters
  Score: Raw -1277751.622269 + Penalty 3121.739082 = -1274629.883187
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (4889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14554.850000 sec): 2 clusters
  Score: Raw -469825.410539 + Penalty 1380.395748 = -468445.014791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14555.020000 sec): 3 clusters
  Score: Raw -467326.781793 + Penalty 2760.791495 = -464565.990297
  nChanged 1948
		SP:Iteration 1F (14555.170000 sec): 3 clusters
  Score: Raw -468447.269150 + Penalty 2760.791495 = -465686.477655
  nChanged 332
		SP:Iteration 2F (14555.350000 sec): 3 clusters
  Score: Raw -468624.219871 + Penalty 2760.791495 = -465863.428375
  nChanged 270
		SP:Iteration 3F (14555.530000 sec): 3 clusters
  Score: Raw -468776.642560 + Penalty 2760.791495 = -466015.851065
  nChanged 225
		SP:Iteration 4Q (14555.700000 sec): 3 clusters
  Score: Raw -468895.904905 + Penalty 2760.791495 = -466135.113410
  nChanged 188
		SP:Iteration 5Q (14555.880000 sec): 3 clusters
  Score: Raw -468991.223296 + Penalty 2760.791495 = -466230.431801
  nChanged 157
		SP:Iteration 6Q (14556.050000 sec): 3 clusters
  Score: Raw -469062.301533 + Penalty 2760.791495 = -466301.510037
  nChanged 121
		SP:Iteration 7Q (14556.230000 sec): 3 clusters
  Score: Raw -469111.993064 + Penalty 2760.791495 = -466351.201569
  nChanged 121
		SP:Iteration 8Q (14556.410000 sec): 3 clusters
  Score: Raw -469167.594623 + Penalty 2760.791495 = -466406.803127
  nChanged 118
		SP:Iteration 9Q (14556.580000 sec): 3 clusters
  Score: Raw -469228.942415 + Penalty 2760.791495 = -466468.150919
  nChanged 105
		SP:Iteration 10Q (14556.760000 sec): 3 clusters
  Score: Raw -469275.538389 + Penalty 2760.791495 = -466514.746893
  nChanged 94
		SP:Iteration 11Q (14556.940000 sec): 3 clusters
  Score: Raw -469313.479810 + Penalty 2760.791495 = -466552.688315
  nChanged 95
		SP:Iteration 12Q (14557.110000 sec): 3 clusters
  Score: Raw -469364.323354 + Penalty 2760.791495 = -466603.531859
  nChanged 106
		SP:Iteration 13Q (14557.290000 sec): 3 clusters
  Score: Raw -469416.050512 + Penalty 2760.791495 = -466655.259016
  nChanged 96
		SP:Iteration 14Q (14557.460000 sec): 3 clusters
  Score: Raw -469461.195728 + Penalty 2760.791495 = -466700.404232
  nChanged 93
		SP:Iteration 15Q (14557.640000 sec): 3 clusters
  Score: Raw -469502.087398 + Penalty 2760.791495 = -466741.295903
  nChanged 79
		SP:Iteration 16Q (14557.820000 sec): 3 clusters
  Score: Raw -469534.990068 + Penalty 2760.791495 = -466774.198573
  nChanged 69
		SP:Iteration 17Q (14557.990000 sec): 3 clusters
  Score: Raw -469562.023722 + Penalty 2760.791495 = -466801.232226
  nChanged 62
		SP:Iteration 18Q (14558.160000 sec): 3 clusters
  Score: Raw -469588.926572 + Penalty 2760.791495 = -466828.135076
  nChanged 67
		SP:Iteration 19Q (14558.340000 sec): 3 clusters
  Score: Raw -469616.800263 + Penalty 2760.791495 = -466856.008768
  nChanged 58
		SP:Iteration 20F (14558.520000 sec): 3 clusters
  Score: Raw -469642.702629 + Penalty 2760.791495 = -466881.911134
  nChanged 57
		SP:Iteration 21Q (14558.690000 sec): 3 clusters
  Score: Raw -469669.668596 + Penalty 2760.791495 = -466908.877101
  nChanged 56
		SP:Iteration 22Q (14558.870000 sec): 3 clusters
  Score: Raw -469693.938370 + Penalty 2760.791495 = -466933.146874
  nChanged 59
		SP:Iteration 23Q (14559.040000 sec): 3 clusters
  Score: Raw -469723.567750 + Penalty 2760.791495 = -466962.776255
  nChanged 58
		SP:Iteration 24Q (14559.220000 sec): 3 clusters
  Score: Raw -469755.498964 + Penalty 2760.791495 = -466994.707468
  nChanged 69
		SP:Iteration 25Q (14559.390000 sec): 3 clusters
  Score: Raw -469788.411275 + Penalty 2760.791495 = -467027.619780
  nChanged 57
		SP:Iteration 26Q (14559.570000 sec): 3 clusters
  Score: Raw -469821.537316 + Penalty 2760.791495 = -467060.745821
  nChanged 56
		SP:Iteration 27Q (14559.740000 sec): 3 clusters
  Score: Raw -469847.129449 + Penalty 2760.791495 = -467086.337954
  nChanged 42
		SP:Iteration 28Q (14559.920000 sec): 3 clusters
  Score: Raw -469869.833962 + Penalty 2760.791495 = -467109.042466
  nChanged 48
		SP:Iteration 29Q (14560.090000 sec): 3 clusters
  Score: Raw -469899.196258 + Penalty 2760.791495 = -467138.404763
  nChanged 47
		SP:Iteration 30Q (14560.270000 sec): 3 clusters
  Score: Raw -469932.254816 + Penalty 2760.791495 = -467171.463321
  nChanged 44
		SP:Iteration 31Q (14560.440000 sec): 3 clusters
  Score: Raw -469959.177335 + Penalty 2760.791495 = -467198.385839
  nChanged 35
		SP:Iteration 32Q (14560.620000 sec): 3 clusters
  Score: Raw -469978.624485 + Penalty 2760.791495 = -467217.832990
  nChanged 30
		SP:Iteration 33Q (14560.800000 sec): 3 clusters
  Score: Raw -469994.925798 + Penalty 2760.791495 = -467234.134302
  nChanged 26
		SP:Iteration 34Q (14560.970000 sec): 3 clusters
  Score: Raw -470011.097200 + Penalty 2760.791495 = -467250.305705
  nChanged 22
		SP:Iteration 35Q (14561.150000 sec): 3 clusters
  Score: Raw -470023.306132 + Penalty 2760.791495 = -467262.514637
  nChanged 21
		SP:Iteration 36Q (14561.320000 sec): 3 clusters
  Score: Raw -470036.272658 + Penalty 2760.791495 = -467275.481163
  nChanged 14
		SP:Iteration 37Q (14561.500000 sec): 3 clusters
  Score: Raw -470043.351175 + Penalty 2760.791495 = -467282.559680
  nChanged 8
		SP:Iteration 38Q (14561.670000 sec): 3 clusters
  Score: Raw -470045.793060 + Penalty 2760.791495 = -467285.001564
  nChanged 4
		SP:Iteration 39Q (14561.850000 sec): 3 clusters
  Score: Raw -470047.163892 + Penalty 2760.791495 = -467286.372397
  nChanged 5
		SP:Iteration 40F (14562.020000 sec): 3 clusters
  Score: Raw -470048.833302 + Penalty 2760.791495 = -467288.041807
  nChanged 5
		SP:Iteration 41Q (14562.200000 sec): 3 clusters
  Score: Raw -470051.114104 + Penalty 2760.791495 = -467290.322609
  nChanged 6
		SP:Iteration 42Q (14562.380000 sec): 3 clusters
  Score: Raw -470053.432996 + Penalty 2760.791495 = -467292.641501
  nChanged 7
		SP:Iteration 43Q (14562.550000 sec): 3 clusters
  Score: Raw -470057.304076 + Penalty 2760.791495 = -467296.512581
  nChanged 5
		SP:Iteration 44Q (14562.730000 sec): 3 clusters
  Score: Raw -470059.508918 + Penalty 2760.791495 = -467298.717422
  nChanged 5
		SP:Iteration 45Q (14562.900000 sec): 3 clusters
  Score: Raw -470062.794843 + Penalty 2760.791495 = -467302.003348
  nChanged 7
		SP:Iteration 46Q (14563.080000 sec): 3 clusters
  Score: Raw -470066.581624 + Penalty 2760.791495 = -467305.790129
  nChanged 2
		SP:Iteration 47Q (14563.250000 sec): 3 clusters
  Score: Raw -470067.168575 + Penalty 2760.791495 = -467306.377079
  nChanged 3
		SP:Iteration 48Q (14563.430000 sec): 3 clusters
  Score: Raw -470069.423943 + Penalty 2760.791495 = -467308.632448
  nChanged 5
		SP:Iteration 49Q (14563.650000 sec): 3 clusters
  Score: Raw -470071.681427 + Penalty 2760.791495 = -467310.889932
  nChanged 7
		SP:Iteration 50Q (14563.820000 sec): 3 clusters
  Score: Raw -470075.131524 + Penalty 2760.791495 = -467314.340029
  nChanged 4
		SP:Iteration 51Q (14563.970000 sec): 3 clusters
  Score: Raw -470077.634879 + Penalty 2760.791495 = -467316.843383
  nChanged 5
		SP:Iteration 52Q (14564.140000 sec): 3 clusters
  Score: Raw -470079.761821 + Penalty 2760.791495 = -467318.970326
  nChanged 2
		SP:Iteration 53Q (14564.320000 sec): 3 clusters
  Score: Raw -470080.903388 + Penalty 2760.791495 = -467320.111893
  nChanged 3
		SP:Iteration 54Q (14564.490000 sec): 3 clusters
  Score: Raw -470083.270162 + Penalty 2760.791495 = -467322.478666
  nChanged 4
		SP:Iteration 55Q (14564.670000 sec): 3 clusters
  Score: Raw -470086.335290 + Penalty 2760.791495 = -467325.543795
  nChanged 6
		SP:Iteration 56Q (14564.840000 sec): 3 clusters
  Score: Raw -470090.488284 + Penalty 2760.791495 = -467329.696789
  nChanged 9
		SP:Iteration 57Q (14565.020000 sec): 3 clusters
  Score: Raw -470093.451480 + Penalty 2760.791495 = -467332.659985
  nChanged 8
		SP:Iteration 58Q (14565.200000 sec): 3 clusters
  Score: Raw -470101.145783 + Penalty 2760.791495 = -467340.354287
  nChanged 13
		SP:Iteration 59Q (14565.370000 sec): 3 clusters
  Score: Raw -470110.535297 + Penalty 2760.791495 = -467349.743802
  nChanged 10
		SP:Iteration 60F (14565.540000 sec): 3 clusters
  Score: Raw -470118.656727 + Penalty 2760.791495 = -467357.865232
  nChanged 9
		SP:Iteration 61Q (14565.720000 sec): 3 clusters
  Score: Raw -470126.027169 + Penalty 2760.791495 = -467365.235674
  nChanged 5
		SP:Iteration 62Q (14565.900000 sec): 3 clusters
  Score: Raw -470128.814517 + Penalty 2760.791495 = -467368.023022
  nChanged 4
		SP:Iteration 63Q (14566.070000 sec): 3 clusters
  Score: Raw -470131.001177 + Penalty 2760.791495 = -467370.209682
  nChanged 7
		SP:Iteration 64Q (14566.240000 sec): 3 clusters
  Score: Raw -470136.290920 + Penalty 2760.791495 = -467375.499425
  nChanged 5
		SP:Iteration 65Q (14566.440000 sec): 3 clusters
  Score: Raw -470138.717985 + Penalty 2760.791495 = -467377.926489
  nChanged 5
		SP:Iteration 66Q (14566.640000 sec): 3 clusters
  Score: Raw -470141.890910 + Penalty 2760.791495 = -467381.099415
  nChanged 5
		SP:Iteration 67Q (14566.820000 sec): 3 clusters
  Score: Raw -470145.030492 + Penalty 2760.791495 = -467384.238997
  nChanged 2
		SP:Iteration 68Q (14566.990000 sec): 3 clusters
  Score: Raw -470145.888023 + Penalty 2760.791495 = -467385.096528
  nChanged 2
		SP:Iteration 69Q (14567.160000 sec): 3 clusters
  Score: Raw -470146.358444 + Penalty 2760.791495 = -467385.566949
  nChanged 0
		SP:Iteration 70F (14567.340000 sec): 3 clusters
  Score: Raw -470146.358444 + Penalty 2760.791495 = -467385.566949
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (8680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14567.440000 sec): 2 clusters
  Score: Raw -822568.389772 + Penalty 1473.676231 = -821094.713541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14567.710000 sec): 3 clusters
  Score: Raw -817733.492648 + Penalty 2947.352462 = -814786.140186
  nChanged 3801
		SP:Iteration 1F (14567.840000 sec): 3 clusters
  Score: Raw -819786.113975 + Penalty 2947.352462 = -816838.761512
  nChanged 576
		SP:Iteration 2F (14568.050000 sec): 3 clusters
  Score: Raw -820071.487975 + Penalty 2947.352462 = -817124.135512
  nChanged 496
		SP:Iteration 3F (14568.240000 sec): 3 clusters
  Score: Raw -820295.619877 + Penalty 2947.352462 = -817348.267414
  nChanged 422
		SP:Iteration 4Q (14568.430000 sec): 3 clusters
  Score: Raw -820470.370315 + Penalty 2947.352462 = -817523.017853
  nChanged 357
		SP:Iteration 5Q (14568.620000 sec): 3 clusters
  Score: Raw -820603.188579 + Penalty 2947.352462 = -817655.836116
  nChanged 297
		SP:Iteration 6Q (14568.810000 sec): 3 clusters
  Score: Raw -820709.143563 + Penalty 2947.352462 = -817761.791101
  nChanged 242
		SP:Iteration 7Q (14569.050000 sec): 3 clusters
  Score: Raw -820806.793011 + Penalty 2947.352462 = -817859.440549
  nChanged 252
		SP:Iteration 8Q (14569.240000 sec): 3 clusters
  Score: Raw -820903.291821 + Penalty 2947.352462 = -817955.939359
  nChanged 217
		SP:Iteration 9Q (14569.430000 sec): 3 clusters
  Score: Raw -820989.835789 + Penalty 2947.352462 = -818042.483326
  nChanged 220
		SP:Iteration 10Q (14569.620000 sec): 3 clusters
  Score: Raw -821071.835451 + Penalty 2947.352462 = -818124.482988
  nChanged 211
		SP:Iteration 11Q (14569.810000 sec): 3 clusters
  Score: Raw -821146.464785 + Penalty 2947.352462 = -818199.112323
  nChanged 179
		SP:Iteration 12Q (14570.010000 sec): 3 clusters
  Score: Raw -821205.139995 + Penalty 2947.352462 = -818257.787532
  nChanged 157
		SP:Iteration 13Q (14570.200000 sec): 3 clusters
  Score: Raw -821259.031172 + Penalty 2947.352462 = -818311.678709
  nChanged 141
		SP:Iteration 14Q (14570.400000 sec): 3 clusters
  Score: Raw -821300.370823 + Penalty 2947.352462 = -818353.018361
  nChanged 126
		SP:Iteration 15Q (14570.590000 sec): 3 clusters
  Score: Raw -821333.093652 + Penalty 2947.352462 = -818385.741190
  nChanged 110
		SP:Iteration 16Q (14570.780000 sec): 3 clusters
  Score: Raw -821367.432314 + Penalty 2947.352462 = -818420.079852
  nChanged 108
		SP:Iteration 17Q (14570.970000 sec): 3 clusters
  Score: Raw -821396.055245 + Penalty 2947.352462 = -818448.702782
  nChanged 84
		SP:Iteration 18Q (14571.170000 sec): 3 clusters
  Score: Raw -821418.033935 + Penalty 2947.352462 = -818470.681472
  nChanged 84
		SP:Iteration 19Q (14571.350000 sec): 3 clusters
  Score: Raw -821444.448841 + Penalty 2947.352462 = -818497.096378
  nChanged 108
		SP:Iteration 20F (14571.540000 sec): 3 clusters
  Score: Raw -821481.169978 + Penalty 2947.352462 = -818533.817516
  nChanged 118
		SP:Iteration 21Q (14571.740000 sec): 3 clusters
  Score: Raw -821519.095951 + Penalty 2947.352462 = -818571.743489
  nChanged 127
		SP:Iteration 22Q (14571.930000 sec): 3 clusters
  Score: Raw -821564.157169 + Penalty 2947.352462 = -818616.804707
  nChanged 151
		SP:Iteration 23Q (14572.130000 sec): 3 clusters
  Score: Raw -821614.042439 + Penalty 2947.352462 = -818666.689976
  nChanged 126
		SP:Iteration 24Q (14572.320000 sec): 3 clusters
  Score: Raw -821660.853529 + Penalty 2947.352462 = -818713.501067
  nChanged 133
		SP:Iteration 25Q (14572.510000 sec): 3 clusters
  Score: Raw -821713.242906 + Penalty 2947.352462 = -818765.890444
  nChanged 134
		SP:Iteration 26Q (14572.700000 sec): 3 clusters
  Score: Raw -821767.096547 + Penalty 2947.352462 = -818819.744085
  nChanged 139
		SP:Iteration 27Q (14572.900000 sec): 3 clusters
  Score: Raw -821819.128795 + Penalty 2947.352462 = -818871.776332
  nChanged 135
		SP:Iteration 28Q (14573.090000 sec): 3 clusters
  Score: Raw -821867.692381 + Penalty 2947.352462 = -818920.339919
  nChanged 134
		SP:Iteration 29Q (14573.290000 sec): 3 clusters
  Score: Raw -821913.405919 + Penalty 2947.352462 = -818966.053456
  nChanged 141
		SP:Iteration 30Q (14573.520000 sec): 3 clusters
  Score: Raw -821966.987857 + Penalty 2947.352462 = -819019.635395
  nChanged 162
		SP:Iteration 31Q (14573.680000 sec): 3 clusters
  Score: Raw -822029.202905 + Penalty 2947.352462 = -819081.850442
  nChanged 158
		SP:Iteration 32Q (14573.860000 sec): 3 clusters
  Score: Raw -822095.673420 + Penalty 2947.352462 = -819148.320957
  nChanged 159
		SP:Iteration 33Q (14574.100000 sec): 3 clusters
  Score: Raw -822161.065007 + Penalty 2947.352462 = -819213.712544
  nChanged 157
		SP:Iteration 34Q (14574.290000 sec): 3 clusters
  Score: Raw -822230.590971 + Penalty 2947.352462 = -819283.238509
  nChanged 170
		SP:Iteration 35Q (14574.490000 sec): 3 clusters
  Score: Raw -822311.011637 + Penalty 2947.352462 = -819363.659175
  nChanged 153
		SP:Iteration 36Q (14574.680000 sec): 3 clusters
  Score: Raw -822382.052759 + Penalty 2947.352462 = -819434.700297
  nChanged 137
		SP:Iteration 37Q (14574.870000 sec): 3 clusters
  Score: Raw -822442.457124 + Penalty 2947.352462 = -819495.104661
  nChanged 129
		SP:Iteration 38Q (14575.070000 sec): 3 clusters
  Score: Raw -822500.328911 + Penalty 2947.352462 = -819552.976449
  nChanged 120
		SP:Iteration 39Q (14575.260000 sec): 3 clusters
  Score: Raw -822553.928375 + Penalty 2947.352462 = -819606.575913
  nChanged 115
		SP:Iteration 40F (14575.450000 sec): 3 clusters
  Score: Raw -822603.545342 + Penalty 2947.352462 = -819656.192880
  nChanged 98
		SP:Iteration 41Q (14575.650000 sec): 3 clusters
  Score: Raw -822645.768294 + Penalty 2947.352462 = -819698.415831
  nChanged 71
		SP:Iteration 42Q (14575.830000 sec): 3 clusters
  Score: Raw -822671.549605 + Penalty 2947.352462 = -819724.197143
  nChanged 42
		SP:Iteration 43Q (14576.020000 sec): 3 clusters
  Score: Raw -822686.604617 + Penalty 2947.352462 = -819739.252154
  nChanged 42
		SP:Iteration 44Q (14576.220000 sec): 3 clusters
  Score: Raw -822704.132660 + Penalty 2947.352462 = -819756.780197
  nChanged 37
		SP:Iteration 45Q (14576.410000 sec): 3 clusters
  Score: Raw -822719.949887 + Penalty 2947.352462 = -819772.597425
  nChanged 41
		SP:Iteration 46Q (14576.600000 sec): 3 clusters
  Score: Raw -822739.213216 + Penalty 2947.352462 = -819791.860753
  nChanged 43
		SP:Iteration 47Q (14576.800000 sec): 3 clusters
  Score: Raw -822759.507226 + Penalty 2947.352462 = -819812.154764
  nChanged 41
		SP:Iteration 48Q (14576.990000 sec): 3 clusters
  Score: Raw -822780.901383 + Penalty 2947.352462 = -819833.548921
  nChanged 45
		SP:Iteration 49Q (14577.190000 sec): 3 clusters
  Score: Raw -822803.855027 + Penalty 2947.352462 = -819856.502564
  nChanged 38
		SP:Iteration 50Q (14577.390000 sec): 3 clusters
  Score: Raw -822823.423007 + Penalty 2947.352462 = -819876.070544
  nChanged 34
		SP:Iteration 51Q (14577.580000 sec): 3 clusters
  Score: Raw -822843.305625 + Penalty 2947.352462 = -819895.953163
  nChanged 34
		SP:Iteration 52Q (14577.770000 sec): 3 clusters
  Score: Raw -822858.232058 + Penalty 2947.352462 = -819910.879595
  nChanged 32
		SP:Iteration 53Q (14577.970000 sec): 3 clusters
  Score: Raw -822874.729647 + Penalty 2947.352462 = -819927.377185
  nChanged 29
		SP:Iteration 54Q (14578.160000 sec): 3 clusters
  Score: Raw -822892.013283 + Penalty 2947.352462 = -819944.660820
  nChanged 32
		SP:Iteration 55Q (14578.350000 sec): 3 clusters
  Score: Raw -822907.749461 + Penalty 2947.352462 = -819960.396999
  nChanged 23
		SP:Iteration 56Q (14578.540000 sec): 3 clusters
  Score: Raw -822918.898153 + Penalty 2947.352462 = -819971.545690
  nChanged 22
		SP:Iteration 57Q (14578.730000 sec): 3 clusters
  Score: Raw -822926.663288 + Penalty 2947.352462 = -819979.310826
  nChanged 15
		SP:Iteration 58Q (14578.930000 sec): 3 clusters
  Score: Raw -822932.439943 + Penalty 2947.352462 = -819985.087480
  nChanged 13
		SP:Iteration 59Q (14579.120000 sec): 3 clusters
  Score: Raw -822937.545594 + Penalty 2947.352462 = -819990.193132
  nChanged 12
		SP:Iteration 60F (14579.310000 sec): 3 clusters
  Score: Raw -822942.277176 + Penalty 2947.352462 = -819994.924714
  nChanged 7
		SP:Iteration 61Q (14579.510000 sec): 3 clusters
  Score: Raw -822944.589013 + Penalty 2947.352462 = -819997.236551
  nChanged 7
		SP:Iteration 62Q (14579.700000 sec): 3 clusters
  Score: Raw -822946.482890 + Penalty 2947.352462 = -819999.130427
  nChanged 4
		SP:Iteration 63Q (14579.890000 sec): 3 clusters
  Score: Raw -822947.810400 + Penalty 2947.352462 = -820000.457938
  nChanged 5
		SP:Iteration 64Q (14580.090000 sec): 3 clusters
  Score: Raw -822949.749706 + Penalty 2947.352462 = -820002.397244
  nChanged 3
		SP:Iteration 65Q (14580.280000 sec): 3 clusters
  Score: Raw -822950.750460 + Penalty 2947.352462 = -820003.397998
  nChanged 3
		SP:Iteration 66Q (14580.470000 sec): 3 clusters
  Score: Raw -822951.906738 + Penalty 2947.352462 = -820004.554276
  nChanged 5
		SP:Iteration 67Q (14580.670000 sec): 3 clusters
  Score: Raw -822953.982492 + Penalty 2947.352462 = -820006.630029
  nChanged 9
		SP:Iteration 68Q (14580.860000 sec): 3 clusters
  Score: Raw -822956.932854 + Penalty 2947.352462 = -820009.580391
  nChanged 7
		SP:Iteration 69Q (14581.050000 sec): 3 clusters
  Score: Raw -822959.293370 + Penalty 2947.352462 = -820011.940908
  nChanged 6
		SP:Iteration 70Q (14581.250000 sec): 3 clusters
  Score: Raw -822961.479555 + Penalty 2947.352462 = -820014.127093
  nChanged 7
		SP:Iteration 71Q (14581.440000 sec): 3 clusters
  Score: Raw -822964.059645 + Penalty 2947.352462 = -820016.707182
  nChanged 8
		SP:Iteration 72Q (14581.630000 sec): 3 clusters
  Score: Raw -822966.538690 + Penalty 2947.352462 = -820019.186227
  nChanged 4
		SP:Iteration 73Q (14581.830000 sec): 3 clusters
  Score: Raw -822967.922801 + Penalty 2947.352462 = -820020.570338
  nChanged 2
		SP:Iteration 74Q (14582.090000 sec): 3 clusters
  Score: Raw -822968.986078 + Penalty 2947.352462 = -820021.633615
  nChanged 5
		SP:Iteration 75Q (14582.290000 sec): 3 clusters
  Score: Raw -822970.302383 + Penalty 2947.352462 = -820022.949921
  nChanged 2
		SP:Iteration 76Q (14582.490000 sec): 3 clusters
  Score: Raw -822970.968590 + Penalty 2947.352462 = -820023.616127
  nChanged 2
		SP:Iteration 77Q (14582.680000 sec): 3 clusters
  Score: Raw -822971.612794 + Penalty 2947.352462 = -820024.260332
  nChanged 1
		SP:Iteration 78Q (14582.870000 sec): 3 clusters
  Score: Raw -822971.838106 + Penalty 2947.352462 = -820024.485643
  nChanged 0
		SP:Iteration 79F (14583.070000 sec): 3 clusters
  Score: Raw -822971.838106 + Penalty 2947.352462 = -820024.485643
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (3293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14583.140000 sec): 2 clusters
  Score: Raw -224297.289838 + Penalty 1316.177571 = -222981.112268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14583.320000 sec): 3 clusters
  Score: Raw -222692.051197 + Penalty 2632.355142 = -220059.696055
  nChanged 1346
		SP:Iteration 1F (14583.490000 sec): 3 clusters
  Score: Raw -223638.387458 + Penalty 2632.355142 = -221006.032316
  nChanged 346
		SP:Iteration 2F (14583.670000 sec): 3 clusters
  Score: Raw -223957.386012 + Penalty 2632.355142 = -221325.030871
  nChanged 254
		SP:Iteration 3F (14583.850000 sec): 3 clusters
  Score: Raw -224228.584680 + Penalty 2632.355142 = -221596.229538
  nChanged 211
		SP:Iteration 4F (14584.020000 sec): 3 clusters
  Score: Raw -224433.090072 + Penalty 2632.355142 = -221800.734930
  nChanged 161
		SP:Iteration 5Q (14584.200000 sec): 3 clusters
  Score: Raw -224574.262449 + Penalty 2632.355142 = -221941.907307
  nChanged 126
		SP:Iteration 6Q (14584.370000 sec): 3 clusters
  Score: Raw -224653.333284 + Penalty 2632.355142 = -222020.978143
  nChanged 90
		SP:Iteration 7Q (14584.550000 sec): 3 clusters
  Score: Raw -224717.201267 + Penalty 2632.355142 = -222084.846125
  nChanged 74
		SP:Iteration 8Q (14584.730000 sec): 3 clusters
  Score: Raw -224763.721185 + Penalty 2632.355142 = -222131.366043
  nChanged 63
		SP:Iteration 9Q (14584.900000 sec): 3 clusters
  Score: Raw -224792.349817 + Penalty 2632.355142 = -222159.994675
  nChanged 41
		SP:Iteration 10Q (14585.080000 sec): 3 clusters
  Score: Raw -224812.858376 + Penalty 2632.355142 = -222180.503234
  nChanged 41
		SP:Iteration 11Q (14585.250000 sec): 3 clusters
  Score: Raw -224836.317870 + Penalty 2632.355142 = -222203.962728
  nChanged 37
		SP:Iteration 12Q (14585.430000 sec): 3 clusters
  Score: Raw -224861.716716 + Penalty 2632.355142 = -222229.361574
  nChanged 37
		SP:Iteration 13Q (14585.610000 sec): 3 clusters
  Score: Raw -224879.836117 + Penalty 2632.355142 = -222247.480975
  nChanged 30
		SP:Iteration 14Q (14585.780000 sec): 3 clusters
  Score: Raw -224894.438844 + Penalty 2632.355142 = -222262.083702
  nChanged 37
		SP:Iteration 15Q (14585.960000 sec): 3 clusters
  Score: Raw -224917.223732 + Penalty 2632.355142 = -222284.868590
  nChanged 45
		SP:Iteration 16Q (14586.130000 sec): 3 clusters
  Score: Raw -224944.469726 + Penalty 2632.355142 = -222312.114584
  nChanged 52
		SP:Iteration 17Q (14586.310000 sec): 3 clusters
  Score: Raw -224981.884551 + Penalty 2632.355142 = -222349.529409
  nChanged 46
		SP:Iteration 18Q (14586.490000 sec): 3 clusters
  Score: Raw -225006.201894 + Penalty 2632.355142 = -222373.846752
  nChanged 33
		SP:Iteration 19Q (14586.660000 sec): 3 clusters
  Score: Raw -225032.068777 + Penalty 2632.355142 = -222399.713636
  nChanged 29
		SP:Iteration 20F (14586.840000 sec): 3 clusters
  Score: Raw -225052.350308 + Penalty 2632.355142 = -222419.995166
  nChanged 29
		SP:Iteration 21Q (14587.010000 sec): 3 clusters
  Score: Raw -225071.158867 + Penalty 2632.355142 = -222438.803725
  nChanged 31
		SP:Iteration 22Q (14587.190000 sec): 3 clusters
  Score: Raw -225084.954463 + Penalty 2632.355142 = -222452.599321
  nChanged 28
		SP:Iteration 23Q (14587.360000 sec): 3 clusters
  Score: Raw -225097.915797 + Penalty 2632.355142 = -222465.560656
  nChanged 26
		SP:Iteration 24Q (14587.540000 sec): 3 clusters
  Score: Raw -225111.778585 + Penalty 2632.355142 = -222479.423444
  nChanged 25
		SP:Iteration 25Q (14587.710000 sec): 3 clusters
  Score: Raw -225125.320908 + Penalty 2632.355142 = -222492.965766
  nChanged 29
		SP:Iteration 26Q (14587.890000 sec): 3 clusters
  Score: Raw -225143.139756 + Penalty 2632.355142 = -222510.784614
  nChanged 26
		SP:Iteration 27Q (14588.070000 sec): 3 clusters
  Score: Raw -225158.543244 + Penalty 2632.355142 = -222526.188103
  nChanged 20
		SP:Iteration 28Q (14588.240000 sec): 3 clusters
  Score: Raw -225170.404777 + Penalty 2632.355142 = -222538.049635
  nChanged 17
		SP:Iteration 29Q (14588.420000 sec): 3 clusters
  Score: Raw -225177.503710 + Penalty 2632.355142 = -222545.148568
  nChanged 13
		SP:Iteration 30Q (14588.590000 sec): 3 clusters
  Score: Raw -225181.641111 + Penalty 2632.355142 = -222549.285969
  nChanged 7
		SP:Iteration 31Q (14588.770000 sec): 3 clusters
  Score: Raw -225182.872231 + Penalty 2632.355142 = -222550.517090
  nChanged 3
		SP:Iteration 32Q (14588.950000 sec): 3 clusters
  Score: Raw -225183.585236 + Penalty 2632.355142 = -222551.230094
  nChanged 3
		SP:Iteration 33Q (14589.120000 sec): 3 clusters
  Score: Raw -225184.866324 + Penalty 2632.355142 = -222552.511182
  nChanged 7
		SP:Iteration 34Q (14589.300000 sec): 3 clusters
  Score: Raw -225188.816249 + Penalty 2632.355142 = -222556.461107
  nChanged 8
		SP:Iteration 35Q (14589.470000 sec): 3 clusters
  Score: Raw -225191.384615 + Penalty 2632.355142 = -222559.029473
  nChanged 7
		SP:Iteration 36Q (14589.650000 sec): 3 clusters
  Score: Raw -225193.089288 + Penalty 2632.355142 = -222560.734146
  nChanged 6
		SP:Iteration 37Q (14589.830000 sec): 3 clusters
  Score: Raw -225194.487310 + Penalty 2632.355142 = -222562.132168
  nChanged 3
		SP:Iteration 38Q (14590.000000 sec): 3 clusters
  Score: Raw -225196.172115 + Penalty 2632.355142 = -222563.816974
  nChanged 1
		SP:Iteration 39Q (14590.180000 sec): 3 clusters
  Score: Raw -225196.272040 + Penalty 2632.355142 = -222563.916898
  nChanged 2
		SP:Iteration 40F (14590.350000 sec): 3 clusters
  Score: Raw -225196.752976 + Penalty 2632.355142 = -222564.397834
  nChanged 2
		SP:Iteration 41Q (14590.530000 sec): 3 clusters
  Score: Raw -225197.137864 + Penalty 2632.355142 = -222564.782722
  nChanged 1
		SP:Iteration 42Q (14590.710000 sec): 3 clusters
  Score: Raw -225197.402564 + Penalty 2632.355142 = -222565.047422
  nChanged 0
		SP:Iteration 43F (14590.880000 sec): 3 clusters
  Score: Raw -225197.402564 + Penalty 2632.355142 = -222565.047422
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14590.980000 sec): 2 clusters
  Score: Raw -333876.082993 + Penalty 1342.875321 = -332533.207672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14591.160000 sec): 3 clusters
  Score: Raw -331985.424586 + Penalty 2685.750643 = -329299.673943
  nChanged 1585
		SP:Iteration 1F (14591.330000 sec): 3 clusters
  Score: Raw -333166.428857 + Penalty 2685.750643 = -330480.678214
  nChanged 386
		SP:Iteration 2F (14591.510000 sec): 3 clusters
  Score: Raw -333529.044276 + Penalty 2685.750643 = -330843.293633
  nChanged 309
		SP:Iteration 3F (14591.680000 sec): 3 clusters
  Score: Raw -333786.113523 + Penalty 2685.750643 = -331100.362881
  nChanged 241
		SP:Iteration 4F (14591.860000 sec): 3 clusters
  Score: Raw -334000.835084 + Penalty 2685.750643 = -331315.084441
  nChanged 203
		SP:Iteration 5F (14592.030000 sec): 3 clusters
  Score: Raw -334136.040779 + Penalty 2685.750643 = -331450.290136
  nChanged 139
		SP:Iteration 6Q (14592.210000 sec): 3 clusters
  Score: Raw -334218.164475 + Penalty 2685.750643 = -331532.413832
  nChanged 110
		SP:Iteration 7Q (14592.390000 sec): 3 clusters
  Score: Raw -334287.691509 + Penalty 2685.750643 = -331601.940866
  nChanged 85
		SP:Iteration 8Q (14592.560000 sec): 3 clusters
  Score: Raw -334333.084760 + Penalty 2685.750643 = -331647.334118
  nChanged 61
		SP:Iteration 9Q (14592.740000 sec): 3 clusters
  Score: Raw -334363.671340 + Penalty 2685.750643 = -331677.920698
  nChanged 62
		SP:Iteration 10Q (14592.910000 sec): 3 clusters
  Score: Raw -334393.685685 + Penalty 2685.750643 = -331707.935042
  nChanged 55
		SP:Iteration 11Q (14593.090000 sec): 3 clusters
  Score: Raw -334418.581929 + Penalty 2685.750643 = -331732.831286
  nChanged 46
		SP:Iteration 12Q (14593.270000 sec): 3 clusters
  Score: Raw -334436.638938 + Penalty 2685.750643 = -331750.888295
  nChanged 32
		SP:Iteration 13Q (14593.440000 sec): 3 clusters
  Score: Raw -334448.687307 + Penalty 2685.750643 = -331762.936664
  nChanged 22
		SP:Iteration 14Q (14593.620000 sec): 3 clusters
  Score: Raw -334457.594410 + Penalty 2685.750643 = -331771.843767
  nChanged 18
		SP:Iteration 15Q (14593.790000 sec): 3 clusters
  Score: Raw -334463.762359 + Penalty 2685.750643 = -331778.011717
  nChanged 20
		SP:Iteration 16Q (14593.970000 sec): 3 clusters
  Score: Raw -334468.810908 + Penalty 2685.750643 = -331783.060265
  nChanged 11
		SP:Iteration 17Q (14594.150000 sec): 3 clusters
  Score: Raw -334472.077266 + Penalty 2685.750643 = -331786.326623
  nChanged 9
		SP:Iteration 18Q (14594.320000 sec): 3 clusters
  Score: Raw -334475.026497 + Penalty 2685.750643 = -331789.275854
  nChanged 2
		SP:Iteration 19Q (14594.500000 sec): 3 clusters
  Score: Raw -334475.570220 + Penalty 2685.750643 = -331789.819577
  nChanged 5
		SP:Iteration 20F (14594.670000 sec): 3 clusters
  Score: Raw -334476.459051 + Penalty 2685.750643 = -331790.708409
  nChanged 2
		SP:Iteration 21Q (14594.850000 sec): 3 clusters
  Score: Raw -334477.181498 + Penalty 2685.750643 = -331791.430856
  nChanged 4
		SP:Iteration 22Q (14595.020000 sec): 3 clusters
  Score: Raw -334477.810518 + Penalty 2685.750643 = -331792.059875
  nChanged 2
		SP:Iteration 23Q (14595.200000 sec): 3 clusters
  Score: Raw -334478.102724 + Penalty 2685.750643 = -331792.352082
  nChanged 1
		SP:Iteration 24Q (14595.370000 sec): 3 clusters
  Score: Raw -334478.228877 + Penalty 2685.750643 = -331792.478234
  nChanged 1
		SP:Iteration 25Q (14595.550000 sec): 3 clusters
  Score: Raw -334478.505391 + Penalty 2685.750643 = -331792.754748
  nChanged 2
		SP:Iteration 26Q (14595.730000 sec): 3 clusters
  Score: Raw -334479.041339 + Penalty 2685.750643 = -331793.290696
  nChanged 1
		SP:Iteration 27Q (14595.900000 sec): 3 clusters
  Score: Raw -334479.141653 + Penalty 2685.750643 = -331793.391010
  nChanged 1
		SP:Iteration 28Q (14596.070000 sec): 3 clusters
  Score: Raw -334479.495577 + Penalty 2685.750643 = -331793.744935
  nChanged 0
		SP:Iteration 29F (14596.250000 sec): 3 clusters
  Score: Raw -334479.495577 + Penalty 2685.750643 = -331793.744935
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (16637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14596.470000 sec): 2 clusters
  Score: Raw -1402155.034124 + Penalty 1579.399967 = -1400575.634157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14596.780000 sec): 3 clusters
  Score: Raw -1392318.645602 + Penalty 3158.799933 = -1389159.845669
  nChanged 7512
		SP:Iteration 1F (14597.080000 sec): 3 clusters
  Score: Raw -1397002.918344 + Penalty 3158.799933 = -1393844.118411
  nChanged 1443
		SP:Iteration 2F (14597.380000 sec): 3 clusters
  Score: Raw -1398112.298791 + Penalty 3158.799933 = -1394953.498858
  nChanged 1380
		SP:Iteration 3F (14597.680000 sec): 3 clusters
  Score: Raw -1399080.621255 + Penalty 3158.799933 = -1395921.821322
  nChanged 1162
		SP:Iteration 4F (14597.980000 sec): 3 clusters
  Score: Raw -1399787.130063 + Penalty 3158.799933 = -1396628.330130
  nChanged 898
		SP:Iteration 5F (14598.280000 sec): 3 clusters
  Score: Raw -1400259.120779 + Penalty 3158.799933 = -1397100.320846
  nChanged 680
		SP:Iteration 6Q (14598.580000 sec): 3 clusters
  Score: Raw -1400576.750816 + Penalty 3158.799933 = -1397417.950883
  nChanged 545
		SP:Iteration 7Q (14598.880000 sec): 3 clusters
  Score: Raw -1400845.733438 + Penalty 3158.799933 = -1397686.933505
  nChanged 481
		SP:Iteration 8Q (14599.180000 sec): 3 clusters
  Score: Raw -1401069.405051 + Penalty 3158.799933 = -1397910.605118
  nChanged 382
		SP:Iteration 9Q (14599.480000 sec): 3 clusters
  Score: Raw -1401232.674337 + Penalty 3158.799933 = -1398073.874404
  nChanged 336
		SP:Iteration 10Q (14599.780000 sec): 3 clusters
  Score: Raw -1401366.271295 + Penalty 3158.799933 = -1398207.471362
  nChanged 282
		SP:Iteration 11Q (14600.080000 sec): 3 clusters
  Score: Raw -1401455.131670 + Penalty 3158.799933 = -1398296.331737
  nChanged 220
		SP:Iteration 12Q (14600.380000 sec): 3 clusters
  Score: Raw -1401515.191222 + Penalty 3158.799933 = -1398356.391288
  nChanged 182
		SP:Iteration 13Q (14600.680000 sec): 3 clusters
  Score: Raw -1401558.711007 + Penalty 3158.799933 = -1398399.911074
  nChanged 152
		SP:Iteration 14Q (14600.980000 sec): 3 clusters
  Score: Raw -1401595.035103 + Penalty 3158.799933 = -1398436.235170
  nChanged 145
		SP:Iteration 15Q (14601.280000 sec): 3 clusters
  Score: Raw -1401633.270840 + Penalty 3158.799933 = -1398474.470906
  nChanged 137
		SP:Iteration 16Q (14601.580000 sec): 3 clusters
  Score: Raw -1401669.234329 + Penalty 3158.799933 = -1398510.434396
  nChanged 119
		SP:Iteration 17Q (14601.960000 sec): 3 clusters
  Score: Raw -1401699.755016 + Penalty 3158.799933 = -1398540.955083
  nChanged 117
		SP:Iteration 18Q (14602.220000 sec): 3 clusters
  Score: Raw -1401725.242329 + Penalty 3158.799933 = -1398566.442396
  nChanged 108
		SP:Iteration 19Q (14602.560000 sec): 3 clusters
  Score: Raw -1401751.577734 + Penalty 3158.799933 = -1398592.777800
  nChanged 106
		SP:Iteration 20F (14602.780000 sec): 3 clusters
  Score: Raw -1401783.160744 + Penalty 3158.799933 = -1398624.360811
  nChanged 106
		SP:Iteration 21Q (14602.980000 sec): 3 clusters
  Score: Raw -1401809.687470 + Penalty 3158.799933 = -1398650.887537
  nChanged 116
		SP:Iteration 22Q (14603.290000 sec): 3 clusters
  Score: Raw -1401843.379538 + Penalty 3158.799933 = -1398684.579605
  nChanged 131
		SP:Iteration 23Q (14603.590000 sec): 3 clusters
  Score: Raw -1401877.970172 + Penalty 3158.799933 = -1398719.170239
  nChanged 133
		SP:Iteration 24Q (14603.900000 sec): 3 clusters
  Score: Raw -1401914.537550 + Penalty 3158.799933 = -1398755.737617
  nChanged 111
		SP:Iteration 25Q (14604.200000 sec): 3 clusters
  Score: Raw -1401941.255188 + Penalty 3158.799933 = -1398782.455255
  nChanged 118
		SP:Iteration 26Q (14604.500000 sec): 3 clusters
  Score: Raw -1401975.680205 + Penalty 3158.799933 = -1398816.880272
  nChanged 124
		SP:Iteration 27Q (14604.810000 sec): 3 clusters
  Score: Raw -1402012.828347 + Penalty 3158.799933 = -1398854.028414
  nChanged 118
		SP:Iteration 28Q (14605.100000 sec): 3 clusters
  Score: Raw -1402045.399619 + Penalty 3158.799933 = -1398886.599686
  nChanged 113
		SP:Iteration 29Q (14605.480000 sec): 3 clusters
  Score: Raw -1402081.799621 + Penalty 3158.799933 = -1398922.999688
  nChanged 103
		SP:Iteration 30Q (14605.740000 sec): 3 clusters
  Score: Raw -1402111.672406 + Penalty 3158.799933 = -1398952.872473
  nChanged 97
		SP:Iteration 31Q (14606.030000 sec): 3 clusters
  Score: Raw -1402138.317643 + Penalty 3158.799933 = -1398979.517710
  nChanged 94
		SP:Iteration 32Q (14606.330000 sec): 3 clusters
  Score: Raw -1402160.991458 + Penalty 3158.799933 = -1399002.191525
  nChanged 84
		SP:Iteration 33Q (14606.570000 sec): 3 clusters
  Score: Raw -1402181.418866 + Penalty 3158.799933 = -1399022.618933
  nChanged 89
		SP:Iteration 34Q (14606.890000 sec): 3 clusters
  Score: Raw -1402207.072473 + Penalty 3158.799933 = -1399048.272540
  nChanged 95
		SP:Iteration 35Q (14607.160000 sec): 3 clusters
  Score: Raw -1402232.992293 + Penalty 3158.799933 = -1399074.192360
  nChanged 97
		SP:Iteration 36Q (14607.430000 sec): 3 clusters
  Score: Raw -1402259.889785 + Penalty 3158.799933 = -1399101.089852
  nChanged 96
		SP:Iteration 37Q (14607.700000 sec): 3 clusters
  Score: Raw -1402283.082572 + Penalty 3158.799933 = -1399124.282639
  nChanged 101
		SP:Iteration 38Q (14608.030000 sec): 3 clusters
  Score: Raw -1402311.751840 + Penalty 3158.799933 = -1399152.951907
  nChanged 98
		SP:Iteration 39Q (14608.270000 sec): 3 clusters
  Score: Raw -1402336.238020 + Penalty 3158.799933 = -1399177.438087
  nChanged 84
		SP:Iteration 40F (14608.480000 sec): 3 clusters
  Score: Raw -1402356.969282 + Penalty 3158.799933 = -1399198.169349
  nChanged 83
		SP:Iteration 41Q (14608.820000 sec): 3 clusters
  Score: Raw -1402375.600392 + Penalty 3158.799933 = -1399216.800459
  nChanged 77
		SP:Iteration 42Q (14609.120000 sec): 3 clusters
  Score: Raw -1402393.319008 + Penalty 3158.799933 = -1399234.519075
  nChanged 66
		SP:Iteration 43Q (14609.460000 sec): 3 clusters
  Score: Raw -1402408.257227 + Penalty 3158.799933 = -1399249.457294
  nChanged 59
		SP:Iteration 44Q (14609.720000 sec): 3 clusters
  Score: Raw -1402420.361105 + Penalty 3158.799933 = -1399261.561172
  nChanged 53
		SP:Iteration 45Q (14610.020000 sec): 3 clusters
  Score: Raw -1402431.422299 + Penalty 3158.799933 = -1399272.622366
  nChanged 49
		SP:Iteration 46Q (14610.330000 sec): 3 clusters
  Score: Raw -1402439.550969 + Penalty 3158.799933 = -1399280.751036
  nChanged 37
		SP:Iteration 47Q (14610.630000 sec): 3 clusters
  Score: Raw -1402444.963397 + Penalty 3158.799933 = -1399286.163464
  nChanged 37
		SP:Iteration 48Q (14610.940000 sec): 3 clusters
  Score: Raw -1402451.132540 + Penalty 3158.799933 = -1399292.332607
  nChanged 25
		SP:Iteration 49Q (14611.240000 sec): 3 clusters
  Score: Raw -1402455.595691 + Penalty 3158.799933 = -1399296.795758
  nChanged 40
		SP:Iteration 50Q (14611.540000 sec): 3 clusters
  Score: Raw -1402463.893492 + Penalty 3158.799933 = -1399305.093559
  nChanged 37
		SP:Iteration 51Q (14611.840000 sec): 3 clusters
  Score: Raw -1402471.247146 + Penalty 3158.799933 = -1399312.447213
  nChanged 41
		SP:Iteration 52Q (14612.150000 sec): 3 clusters
  Score: Raw -1402479.141538 + Penalty 3158.799933 = -1399320.341605
  nChanged 40
		SP:Iteration 53Q (14612.450000 sec): 3 clusters
  Score: Raw -1402486.486312 + Penalty 3158.799933 = -1399327.686379
  nChanged 40
		SP:Iteration 54Q (14612.760000 sec): 3 clusters
  Score: Raw -1402493.847334 + Penalty 3158.799933 = -1399335.047400
  nChanged 48
		SP:Iteration 55Q (14613.060000 sec): 3 clusters
  Score: Raw -1402501.505442 + Penalty 3158.799933 = -1399342.705509
  nChanged 40
		SP:Iteration 56Q (14613.360000 sec): 3 clusters
  Score: Raw -1402507.370234 + Penalty 3158.799933 = -1399348.570301
  nChanged 34
		SP:Iteration 57Q (14613.660000 sec): 3 clusters
  Score: Raw -1402513.528741 + Penalty 3158.799933 = -1399354.728808
  nChanged 27
		SP:Iteration 58Q (14613.970000 sec): 3 clusters
  Score: Raw -1402519.595793 + Penalty 3158.799933 = -1399360.795860
  nChanged 33
		SP:Iteration 59Q (14614.270000 sec): 3 clusters
  Score: Raw -1402525.704296 + Penalty 3158.799933 = -1399366.904363
  nChanged 27
		SP:Iteration 60F (14614.500000 sec): 3 clusters
  Score: Raw -1402530.704362 + Penalty 3158.799933 = -1399371.904429
  nChanged 27
		SP:Iteration 61Q (14614.790000 sec): 3 clusters
  Score: Raw -1402535.754505 + Penalty 3158.799933 = -1399376.954572
  nChanged 22
		SP:Iteration 62Q (14615.100000 sec): 3 clusters
  Score: Raw -1402539.502849 + Penalty 3158.799933 = -1399380.702916
  nChanged 24
		SP:Iteration 63Q (14615.390000 sec): 3 clusters
  Score: Raw -1402544.663005 + Penalty 3158.799933 = -1399385.863072
  nChanged 24
		SP:Iteration 64Q (14615.700000 sec): 3 clusters
  Score: Raw -1402549.170020 + Penalty 3158.799933 = -1399390.370086
  nChanged 19
		SP:Iteration 65Q (14616.000000 sec): 3 clusters
  Score: Raw -1402552.361792 + Penalty 3158.799933 = -1399393.561858
  nChanged 12
		SP:Iteration 66Q (14616.300000 sec): 3 clusters
  Score: Raw -1402553.942001 + Penalty 3158.799933 = -1399395.142068
  nChanged 9
		SP:Iteration 67Q (14616.600000 sec): 3 clusters
  Score: Raw -1402555.337323 + Penalty 3158.799933 = -1399396.537389
  nChanged 12
		SP:Iteration 68Q (14616.900000 sec): 3 clusters
  Score: Raw -1402556.783148 + Penalty 3158.799933 = -1399397.983215
  nChanged 13
		SP:Iteration 69Q (14617.200000 sec): 3 clusters
  Score: Raw -1402558.494732 + Penalty 3158.799933 = -1399399.694799
  nChanged 11
		SP:Iteration 70Q (14617.520000 sec): 3 clusters
  Score: Raw -1402559.675893 + Penalty 3158.799933 = -1399400.875960
  nChanged 3
		SP:Iteration 71Q (14617.850000 sec): 3 clusters
  Score: Raw -1402560.126620 + Penalty 3158.799933 = -1399401.326687
  nChanged 3
		SP:Iteration 72Q (14618.150000 sec): 3 clusters
  Score: Raw -1402560.740362 + Penalty 3158.799933 = -1399401.940429
  nChanged 6
		SP:Iteration 73Q (14618.450000 sec): 3 clusters
  Score: Raw -1402561.823800 + Penalty 3158.799933 = -1399403.023866
  nChanged 13
		SP:Iteration 74Q (14618.750000 sec): 3 clusters
  Score: Raw -1402563.751202 + Penalty 3158.799933 = -1399404.951268
  nChanged 12
		SP:Iteration 75Q (14619.050000 sec): 3 clusters
  Score: Raw -1402565.819887 + Penalty 3158.799933 = -1399407.019954
  nChanged 11
		SP:Iteration 76Q (14619.350000 sec): 3 clusters
  Score: Raw -1402567.492343 + Penalty 3158.799933 = -1399408.692410
  nChanged 9
		SP:Iteration 77Q (14619.660000 sec): 3 clusters
  Score: Raw -1402568.641848 + Penalty 3158.799933 = -1399409.841915
  nChanged 9
		SP:Iteration 78Q (14619.980000 sec): 3 clusters
  Score: Raw -1402569.860244 + Penalty 3158.799933 = -1399411.060311
  nChanged 8
		SP:Iteration 79Q (14620.280000 sec): 3 clusters
  Score: Raw -1402570.924254 + Penalty 3158.799933 = -1399412.124321
  nChanged 12
		SP:Iteration 80F (14620.580000 sec): 3 clusters
  Score: Raw -1402573.308709 + Penalty 3158.799933 = -1399414.508776
  nChanged 15
		SP:Iteration 81Q (14620.860000 sec): 3 clusters
  Score: Raw -1402575.737800 + Penalty 3158.799933 = -1399416.937867
  nChanged 17
		SP:Iteration 82Q (14621.100000 sec): 3 clusters
  Score: Raw -1402578.937091 + Penalty 3158.799933 = -1399420.137157
  nChanged 16
		SP:Iteration 83Q (14621.400000 sec): 3 clusters
  Score: Raw -1402581.138710 + Penalty 3158.799933 = -1399422.338777
  nChanged 14
		SP:Iteration 84Q (14621.740000 sec): 3 clusters
  Score: Raw -1402583.376533 + Penalty 3158.799933 = -1399424.576600
  nChanged 15
		SP:Iteration 85Q (14622.000000 sec): 3 clusters
  Score: Raw -1402585.786405 + Penalty 3158.799933 = -1399426.986472
  nChanged 15
		SP:Iteration 86Q (14622.300000 sec): 3 clusters
  Score: Raw -1402588.375939 + Penalty 3158.799933 = -1399429.576006
  nChanged 10
		SP:Iteration 87Q (14622.600000 sec): 3 clusters
  Score: Raw -1402589.981888 + Penalty 3158.799933 = -1399431.181955
  nChanged 9
		SP:Iteration 88Q (14622.910000 sec): 3 clusters
  Score: Raw -1402591.282653 + Penalty 3158.799933 = -1399432.482719
  nChanged 7
		SP:Iteration 89Q (14623.210000 sec): 3 clusters
  Score: Raw -1402592.528808 + Penalty 3158.799933 = -1399433.728875
  nChanged 5
		SP:Iteration 90Q (14623.520000 sec): 3 clusters
  Score: Raw -1402593.290672 + Penalty 3158.799933 = -1399434.490739
  nChanged 4
		SP:Iteration 91Q (14623.830000 sec): 3 clusters
  Score: Raw -1402594.035517 + Penalty 3158.799933 = -1399435.235584
  nChanged 7
		SP:Iteration 92Q (14624.080000 sec): 3 clusters
  Score: Raw -1402595.315335 + Penalty 3158.799933 = -1399436.515402
  nChanged 10
		SP:Iteration 93Q (14624.350000 sec): 3 clusters
  Score: Raw -1402597.327593 + Penalty 3158.799933 = -1399438.527660
  nChanged 5
		SP:Iteration 94Q (14624.650000 sec): 3 clusters
  Score: Raw -1402597.897218 + Penalty 3158.799933 = -1399439.097285
  nChanged 3
		SP:Iteration 95Q (14624.950000 sec): 3 clusters
  Score: Raw -1402598.469643 + Penalty 3158.799933 = -1399439.669710
  nChanged 9
		SP:Iteration 96Q (14625.160000 sec): 3 clusters
  Score: Raw -1402600.011280 + Penalty 3158.799933 = -1399441.211347
  nChanged 5
		SP:Iteration 97Q (14625.360000 sec): 3 clusters
  Score: Raw -1402601.081032 + Penalty 3158.799933 = -1399442.281099
  nChanged 8
		SP:Iteration 98Q (14625.660000 sec): 3 clusters
  Score: Raw -1402602.837397 + Penalty 3158.799933 = -1399444.037464
  nChanged 5
		SP:Iteration 99Q (14625.960000 sec): 3 clusters
  Score: Raw -1402603.834683 + Penalty 3158.799933 = -1399445.034750
  nChanged 5
		SP:Iteration 100F (14626.220000 sec): 3 clusters
  Score: Raw -1402604.635875 + Penalty 3158.799933 = -1399445.835942
  nChanged 4
		SP:Iteration 101Q (14626.440000 sec): 3 clusters
  Score: Raw -1402605.260671 + Penalty 3158.799933 = -1399446.460738
  nChanged 4
		SP:Iteration 102Q (14626.630000 sec): 3 clusters
  Score: Raw -1402606.349157 + Penalty 3158.799933 = -1399447.549224
  nChanged 4
		SP:Iteration 103Q (14626.930000 sec): 3 clusters
  Score: Raw -1402607.187803 + Penalty 3158.799933 = -1399448.387870
  nChanged 5
		SP:Iteration 104Q (14627.220000 sec): 3 clusters
  Score: Raw -1402607.988543 + Penalty 3158.799933 = -1399449.188609
  nChanged 7
		SP:Iteration 105Q (14627.530000 sec): 3 clusters
  Score: Raw -1402608.798281 + Penalty 3158.799933 = -1399449.998348
  nChanged 6
		SP:Iteration 106Q (14627.800000 sec): 3 clusters
  Score: Raw -1402609.777219 + Penalty 3158.799933 = -1399450.977286
  nChanged 4
		SP:Iteration 107Q (14628.100000 sec): 3 clusters
  Score: Raw -1402610.487039 + Penalty 3158.799933 = -1399451.687106
  nChanged 3
		SP:Iteration 108Q (14628.400000 sec): 3 clusters
  Score: Raw -1402610.893344 + Penalty 3158.799933 = -1399452.093411
  nChanged 3
		SP:Iteration 109Q (14628.740000 sec): 3 clusters
  Score: Raw -1402611.783531 + Penalty 3158.799933 = -1399452.983598
  nChanged 4
		SP:Iteration 110Q (14629.030000 sec): 3 clusters
  Score: Raw -1402612.357505 + Penalty 3158.799933 = -1399453.557572
  nChanged 4
		SP:Iteration 111Q (14629.320000 sec): 3 clusters
  Score: Raw -1402613.041183 + Penalty 3158.799933 = -1399454.241250
  nChanged 4
		SP:Iteration 112Q (14629.630000 sec): 3 clusters
  Score: Raw -1402613.940048 + Penalty 3158.799933 = -1399455.140115
  nChanged 6
		SP:Iteration 113Q (14629.930000 sec): 3 clusters
  Score: Raw -1402615.564106 + Penalty 3158.799933 = -1399456.764173
  nChanged 3
		SP:Iteration 114Q (14630.230000 sec): 3 clusters
  Score: Raw -1402615.956115 + Penalty 3158.799933 = -1399457.156182
  nChanged 4
		SP:Iteration 115Q (14630.570000 sec): 3 clusters
  Score: Raw -1402616.454554 + Penalty 3158.799933 = -1399457.654621
  nChanged 5
		SP:Iteration 116Q (14630.840000 sec): 3 clusters
  Score: Raw -1402617.433113 + Penalty 3158.799933 = -1399458.633180
  nChanged 9
		SP:Iteration 117Q (14631.140000 sec): 3 clusters
  Score: Raw -1402619.046665 + Penalty 3158.799933 = -1399460.246732
  nChanged 6
		SP:Iteration 118Q (14631.450000 sec): 3 clusters
  Score: Raw -1402619.763252 + Penalty 3158.799933 = -1399460.963319
  nChanged 2
		SP:Iteration 119Q (14631.710000 sec): 3 clusters
  Score: Raw -1402619.998176 + Penalty 3158.799933 = -1399461.198243
  nChanged 7
		SP:Iteration 120F (14632.030000 sec): 3 clusters
  Score: Raw -1402621.459495 + Penalty 3158.799933 = -1399462.659561
  nChanged 7
		SP:Iteration 121Q (14632.360000 sec): 3 clusters
  Score: Raw -1402622.743000 + Penalty 3158.799933 = -1399463.943067
  nChanged 8
		SP:Iteration 122Q (14632.670000 sec): 3 clusters
  Score: Raw -1402624.364938 + Penalty 3158.799933 = -1399465.565005
  nChanged 11
		SP:Iteration 123Q (14632.900000 sec): 3 clusters
  Score: Raw -1402626.060001 + Penalty 3158.799933 = -1399467.260067
  nChanged 9
		SP:Iteration 124Q (14633.120000 sec): 3 clusters
  Score: Raw -1402627.633656 + Penalty 3158.799933 = -1399468.833723
  nChanged 5
		SP:Iteration 125Q (14633.400000 sec): 3 clusters
  Score: Raw -1402628.485206 + Penalty 3158.799933 = -1399469.685273
  nChanged 5
		SP:Iteration 126Q (14633.700000 sec): 3 clusters
  Score: Raw -1402628.790026 + Penalty 3158.799933 = -1399469.990093
  nChanged 0
		SP:Iteration 127F (14634.000000 sec): 3 clusters
  Score: Raw -1402628.790026 + Penalty 3158.799933 = -1399469.990093
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14634.090000 sec): 2 clusters
  Score: Raw -59517.115911 + Penalty 1096.863819 = -58420.252092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14634.260000 sec): 3 clusters
  Score: Raw -59349.042397 + Penalty 2193.727638 = -57155.314759
  nChanged 264
		SP:Iteration 1F (14634.440000 sec): 3 clusters
  Score: Raw -59712.726040 + Penalty 2193.727638 = -57518.998402
  nChanged 68
		SP:Iteration 2F (14634.610000 sec): 3 clusters
  Score: Raw -59813.166918 + Penalty 2193.727638 = -57619.439280
  nChanged 51
		SP:Iteration 3F (14634.790000 sec): 3 clusters
  Score: Raw -59881.220663 + Penalty 2193.727638 = -57687.493025
  nChanged 37
		SP:Iteration 4Q (14634.970000 sec): 3 clusters
  Score: Raw -59953.787275 + Penalty 2193.727638 = -57760.059637
  nChanged 37
		SP:Iteration 5Q (14635.140000 sec): 3 clusters
  Score: Raw -60005.242887 + Penalty 2193.727638 = -57811.515249
  nChanged 22
		SP:Iteration 6Q (14635.320000 sec): 3 clusters
  Score: Raw -60030.663748 + Penalty 2193.727638 = -57836.936110
  nChanged 15
		SP:Iteration 7Q (14635.490000 sec): 3 clusters
  Score: Raw -60062.037548 + Penalty 2193.727638 = -57868.309910
  nChanged 14
		SP:Iteration 8Q (14635.670000 sec): 3 clusters
  Score: Raw -60080.209423 + Penalty 2193.727638 = -57886.481785
  nChanged 16
		SP:Iteration 9Q (14635.840000 sec): 3 clusters
  Score: Raw -60094.625470 + Penalty 2193.727638 = -57900.897832
  nChanged 9
		SP:Iteration 10Q (14636.020000 sec): 3 clusters
  Score: Raw -60101.034201 + Penalty 2193.727638 = -57907.306563
  nChanged 8
		SP:Iteration 11Q (14636.190000 sec): 3 clusters
  Score: Raw -60106.755511 + Penalty 2193.727638 = -57913.027873
  nChanged 3
		SP:Iteration 12Q (14636.370000 sec): 3 clusters
  Score: Raw -60108.922891 + Penalty 2193.727638 = -57915.195253
  nChanged 6
		SP:Iteration 13Q (14636.550000 sec): 3 clusters
  Score: Raw -60118.568465 + Penalty 2193.727638 = -57924.840827
  nChanged 8
		SP:Iteration 14Q (14636.720000 sec): 3 clusters
  Score: Raw -60131.661925 + Penalty 2193.727638 = -57937.934287
  nChanged 7
		SP:Iteration 15Q (14636.900000 sec): 3 clusters
  Score: Raw -60140.350548 + Penalty 2193.727638 = -57946.622910
  nChanged 5
		SP:Iteration 16Q (14637.070000 sec): 3 clusters
  Score: Raw -60146.467335 + Penalty 2193.727638 = -57952.739697
  nChanged 2
		SP:Iteration 17Q (14637.210000 sec): 3 clusters
  Score: Raw -60147.135000 + Penalty 2193.727638 = -57953.407362
  nChanged 0
		SP:Iteration 18F (14637.240000 sec): 3 clusters
  Score: Raw -60147.135000 + Penalty 2193.727638 = -57953.407362
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (2596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14637.340000 sec): 2 clusters
  Score: Raw -214929.934628 + Penalty 1277.530650 = -213652.403978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14637.520000 sec): 3 clusters
  Score: Raw -213742.323747 + Penalty 2555.061300 = -211187.262447
  nChanged 916
		SP:Iteration 1F (14637.690000 sec): 3 clusters
  Score: Raw -214324.919805 + Penalty 2555.061300 = -211769.858504
  nChanged 212
		SP:Iteration 2F (14637.870000 sec): 3 clusters
  Score: Raw -214501.019765 + Penalty 2555.061300 = -211945.958465
  nChanged 179
		SP:Iteration 3F (14638.040000 sec): 3 clusters
  Score: Raw -214681.867861 + Penalty 2555.061300 = -212126.806561
  nChanged 175
		SP:Iteration 4F (14638.220000 sec): 3 clusters
  Score: Raw -214856.027092 + Penalty 2555.061300 = -212300.965792
  nChanged 144
		SP:Iteration 5F (14638.350000 sec): 3 clusters
  Score: Raw -215015.124405 + Penalty 2555.061300 = -212460.063104
  nChanged 141
		SP:Iteration 6F (14638.530000 sec): 3 clusters
  Score: Raw -215168.621605 + Penalty 2555.061300 = -212613.560305
  nChanged 108
		SP:Iteration 7Q (14638.700000 sec): 3 clusters
  Score: Raw -215281.084518 + Penalty 2555.061300 = -212726.023218
  nChanged 74
		SP:Iteration 8Q (14638.880000 sec): 3 clusters
  Score: Raw -215348.445987 + Penalty 2555.061300 = -212793.384686
  nChanged 46
		SP:Iteration 9Q (14639.050000 sec): 3 clusters
  Score: Raw -215376.996315 + Penalty 2555.061300 = -212821.935015
  nChanged 38
		SP:Iteration 10Q (14639.230000 sec): 3 clusters
  Score: Raw -215399.457495 + Penalty 2555.061300 = -212844.396195
  nChanged 25
		SP:Iteration 11Q (14639.410000 sec): 3 clusters
  Score: Raw -215417.439666 + Penalty 2555.061300 = -212862.378366
  nChanged 24
		SP:Iteration 12Q (14639.580000 sec): 3 clusters
  Score: Raw -215433.875526 + Penalty 2555.061300 = -212878.814226
  nChanged 16
		SP:Iteration 13Q (14639.710000 sec): 3 clusters
  Score: Raw -215443.508701 + Penalty 2555.061300 = -212888.447400
  nChanged 13
		SP:Iteration 14Q (14639.890000 sec): 3 clusters
  Score: Raw -215453.371219 + Penalty 2555.061300 = -212898.309918
  nChanged 13
		SP:Iteration 15Q (14640.070000 sec): 3 clusters
  Score: Raw -215461.370403 + Penalty 2555.061300 = -212906.309102
  nChanged 12
		SP:Iteration 16Q (14640.240000 sec): 3 clusters
  Score: Raw -215467.473980 + Penalty 2555.061300 = -212912.412680
  nChanged 8
		SP:Iteration 17Q (14640.420000 sec): 3 clusters
  Score: Raw -215472.733159 + Penalty 2555.061300 = -212917.671859
  nChanged 15
		SP:Iteration 18Q (14640.590000 sec): 3 clusters
  Score: Raw -215482.217738 + Penalty 2555.061300 = -212927.156438
  nChanged 10
		SP:Iteration 19Q (14640.750000 sec): 3 clusters
  Score: Raw -215489.556542 + Penalty 2555.061300 = -212934.495242
  nChanged 12
		SP:Iteration 20F (14640.910000 sec): 3 clusters
  Score: Raw -215496.062202 + Penalty 2555.061300 = -212941.000902
  nChanged 12
		SP:Iteration 21Q (14640.970000 sec): 3 clusters
  Score: Raw -215503.615423 + Penalty 2555.061300 = -212948.554123
  nChanged 15
		SP:Iteration 22Q (14641.020000 sec): 3 clusters
  Score: Raw -215514.566163 + Penalty 2555.061300 = -212959.504863
  nChanged 9
		SP:Iteration 23Q (14641.070000 sec): 3 clusters
  Score: Raw -215519.935782 + Penalty 2555.061300 = -212964.874481
  nChanged 10
		SP:Iteration 24Q (14641.120000 sec): 3 clusters
  Score: Raw -215525.083765 + Penalty 2555.061300 = -212970.022464
  nChanged 10
		SP:Iteration 25Q (14641.170000 sec): 3 clusters
  Score: Raw -215529.861385 + Penalty 2555.061300 = -212974.800085
  nChanged 9
		SP:Iteration 26Q (14641.220000 sec): 3 clusters
  Score: Raw -215534.001259 + Penalty 2555.061300 = -212978.939958
  nChanged 6
		SP:Iteration 27Q (14641.270000 sec): 3 clusters
  Score: Raw -215536.458981 + Penalty 2555.061300 = -212981.397681
  nChanged 2
		SP:Iteration 28Q (14641.330000 sec): 3 clusters
  Score: Raw -215537.468150 + Penalty 2555.061300 = -212982.406850
  nChanged 2
		SP:Iteration 29Q (14641.380000 sec): 3 clusters
  Score: Raw -215538.740925 + Penalty 2555.061300 = -212983.679624
  nChanged 1
		SP:Iteration 30Q (14641.430000 sec): 3 clusters
  Score: Raw -215539.376977 + Penalty 2555.061300 = -212984.315676
  nChanged 2
		SP:Iteration 31Q (14641.480000 sec): 3 clusters
  Score: Raw -215539.859110 + Penalty 2555.061300 = -212984.797810
  nChanged 1
		SP:Iteration 32Q (14641.530000 sec): 3 clusters
  Score: Raw -215540.059870 + Penalty 2555.061300 = -212984.998570
  nChanged 2
		SP:Iteration 33Q (14641.580000 sec): 3 clusters
  Score: Raw -215540.876616 + Penalty 2555.061300 = -212985.815315
  nChanged 3
		SP:Iteration 34Q (14641.630000 sec): 3 clusters
  Score: Raw -215541.627141 + Penalty 2555.061300 = -212986.565841
  nChanged 2
		SP:Iteration 35Q (14641.680000 sec): 3 clusters
  Score: Raw -215542.133481 + Penalty 2555.061300 = -212987.072181
  nChanged 1
		SP:Iteration 36Q (14641.730000 sec): 3 clusters
  Score: Raw -215542.583269 + Penalty 2555.061300 = -212987.521969
  nChanged 1
		SP:Iteration 37Q (14641.790000 sec): 3 clusters
  Score: Raw -215542.945920 + Penalty 2555.061300 = -212987.884620
  nChanged 2
		SP:Iteration 38Q (14641.840000 sec): 3 clusters
  Score: Raw -215543.632939 + Penalty 2555.061300 = -212988.571639
  nChanged 0
		SP:Iteration 39F (14641.880000 sec): 3 clusters
  Score: Raw -215543.632939 + Penalty 2555.061300 = -212988.571639
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (7059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14641.970000 sec): 2 clusters
  Score: Raw -575538.929535 + Penalty 1440.084535 = -574098.845000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14642.130000 sec): 3 clusters
  Score: Raw -571716.340525 + Penalty 2880.169070 = -568836.171455
  nChanged 2986
		SP:Iteration 1F (14642.320000 sec): 3 clusters
  Score: Raw -573516.434509 + Penalty 2880.169070 = -570636.265439
  nChanged 578
		SP:Iteration 2F (14642.530000 sec): 3 clusters
  Score: Raw -573898.654154 + Penalty 2880.169070 = -571018.485084
  nChanged 478
		SP:Iteration 3F (14642.730000 sec): 3 clusters
  Score: Raw -574204.865133 + Penalty 2880.169070 = -571324.696063
  nChanged 399
		SP:Iteration 4F (14642.930000 sec): 3 clusters
  Score: Raw -574465.068830 + Penalty 2880.169070 = -571584.899760
  nChanged 373
		SP:Iteration 5F (14643.130000 sec): 3 clusters
  Score: Raw -574713.428514 + Penalty 2880.169070 = -571833.259444
  nChanged 336
		SP:Iteration 6Q (14643.340000 sec): 3 clusters
  Score: Raw -574893.446357 + Penalty 2880.169070 = -572013.277287
  nChanged 218
		SP:Iteration 7Q (14643.540000 sec): 3 clusters
  Score: Raw -575010.510221 + Penalty 2880.169070 = -572130.341151
  nChanged 208
		SP:Iteration 8Q (14643.740000 sec): 3 clusters
  Score: Raw -575129.578355 + Penalty 2880.169070 = -572249.409285
  nChanged 207
		SP:Iteration 9Q (14643.950000 sec): 3 clusters
  Score: Raw -575234.894069 + Penalty 2880.169070 = -572354.724999
  nChanged 167
		SP:Iteration 10Q (14644.150000 sec): 3 clusters
  Score: Raw -575322.119825 + Penalty 2880.169070 = -572441.950755
  nChanged 169
		SP:Iteration 11Q (14644.350000 sec): 3 clusters
  Score: Raw -575422.044455 + Penalty 2880.169070 = -572541.875384
  nChanged 174
		SP:Iteration 12Q (14644.550000 sec): 3 clusters
  Score: Raw -575536.720101 + Penalty 2880.169070 = -572656.551031
  nChanged 187
		SP:Iteration 13Q (14644.760000 sec): 3 clusters
  Score: Raw -575683.865821 + Penalty 2880.169070 = -572803.696751
  nChanged 195
		SP:Iteration 14Q (14644.960000 sec): 3 clusters
  Score: Raw -575822.246022 + Penalty 2880.169070 = -572942.076952
  nChanged 207
		SP:Iteration 15Q (14645.160000 sec): 3 clusters
  Score: Raw -575959.137215 + Penalty 2880.169070 = -573078.968145
  nChanged 168
		SP:Iteration 16Q (14645.350000 sec): 3 clusters
  Score: Raw -576069.459841 + Penalty 2880.169070 = -573189.290771
  nChanged 151
		SP:Iteration 17Q (14645.460000 sec): 3 clusters
  Score: Raw -576154.374543 + Penalty 2880.169070 = -573274.205473
  nChanged 132
		SP:Iteration 18Q (14645.650000 sec): 3 clusters
  Score: Raw -576217.228485 + Penalty 2880.169070 = -573337.059415
  nChanged 112
		SP:Iteration 19Q (14645.850000 sec): 3 clusters
  Score: Raw -576268.961799 + Penalty 2880.169070 = -573388.792729
  nChanged 88
		SP:Iteration 20F (14646.050000 sec): 3 clusters
  Score: Raw -576305.541765 + Penalty 2880.169070 = -573425.372695
  nChanged 72
		SP:Iteration 21Q (14646.250000 sec): 3 clusters
  Score: Raw -576329.449635 + Penalty 2880.169070 = -573449.280565
  nChanged 55
		SP:Iteration 22Q (14646.450000 sec): 3 clusters
  Score: Raw -576346.335534 + Penalty 2880.169070 = -573466.166464
  nChanged 50
		SP:Iteration 23Q (14646.660000 sec): 3 clusters
  Score: Raw -576364.234957 + Penalty 2880.169070 = -573484.065887
  nChanged 45
		SP:Iteration 24Q (14646.860000 sec): 3 clusters
  Score: Raw -576374.697954 + Penalty 2880.169070 = -573494.528884
  nChanged 30
		SP:Iteration 25Q (14647.060000 sec): 3 clusters
  Score: Raw -576381.261051 + Penalty 2880.169070 = -573501.091981
  nChanged 25
		SP:Iteration 26Q (14647.270000 sec): 3 clusters
  Score: Raw -576385.857709 + Penalty 2880.169070 = -573505.688639
  nChanged 17
		SP:Iteration 27Q (14647.470000 sec): 3 clusters
  Score: Raw -576388.594445 + Penalty 2880.169070 = -573508.425375
  nChanged 14
		SP:Iteration 28Q (14647.670000 sec): 3 clusters
  Score: Raw -576390.998862 + Penalty 2880.169070 = -573510.829792
  nChanged 9
		SP:Iteration 29Q (14647.870000 sec): 3 clusters
  Score: Raw -576392.841900 + Penalty 2880.169070 = -573512.672829
  nChanged 6
		SP:Iteration 30Q (14648.070000 sec): 3 clusters
  Score: Raw -576394.110102 + Penalty 2880.169070 = -573513.941032
  nChanged 9
		SP:Iteration 31Q (14648.280000 sec): 3 clusters
  Score: Raw -576395.613230 + Penalty 2880.169070 = -573515.444160
  nChanged 5
		SP:Iteration 32Q (14648.480000 sec): 3 clusters
  Score: Raw -576396.188376 + Penalty 2880.169070 = -573516.019306
  nChanged 4
		SP:Iteration 33Q (14648.680000 sec): 3 clusters
  Score: Raw -576396.615309 + Penalty 2880.169070 = -573516.446239
  nChanged 4
		SP:Iteration 34Q (14648.890000 sec): 3 clusters
  Score: Raw -576397.005462 + Penalty 2880.169070 = -573516.836392
  nChanged 2
		SP:Iteration 35Q (14649.070000 sec): 3 clusters
  Score: Raw -576397.252949 + Penalty 2880.169070 = -573517.083879
  nChanged 3
		SP:Iteration 36Q (14649.180000 sec): 3 clusters
  Score: Raw -576397.694488 + Penalty 2880.169070 = -573517.525418
  nChanged 2
		SP:Iteration 37Q (14649.370000 sec): 3 clusters
  Score: Raw -576398.250212 + Penalty 2880.169070 = -573518.081142
  nChanged 4
		SP:Iteration 38Q (14649.580000 sec): 3 clusters
  Score: Raw -576398.952696 + Penalty 2880.169070 = -573518.783626
  nChanged 6
		SP:Iteration 39Q (14649.830000 sec): 3 clusters
  Score: Raw -576400.720479 + Penalty 2880.169070 = -573520.551409
  nChanged 4
		SP:Iteration 40F (14650.040000 sec): 3 clusters
  Score: Raw -576401.390289 + Penalty 2880.169070 = -573521.221219
  nChanged 3
		SP:Iteration 41Q (14650.240000 sec): 3 clusters
  Score: Raw -576401.870218 + Penalty 2880.169070 = -573521.701148
  nChanged 5
		SP:Iteration 42Q (14650.450000 sec): 3 clusters
  Score: Raw -576402.986653 + Penalty 2880.169070 = -573522.817582
  nChanged 5
		SP:Iteration 43Q (14650.650000 sec): 3 clusters
  Score: Raw -576403.691489 + Penalty 2880.169070 = -573523.522419
  nChanged 6
		SP:Iteration 44Q (14650.850000 sec): 3 clusters
  Score: Raw -576404.771144 + Penalty 2880.169070 = -573524.602073
  nChanged 4
		SP:Iteration 45Q (14651.050000 sec): 3 clusters
  Score: Raw -576405.932620 + Penalty 2880.169070 = -573525.763550
  nChanged 9
		SP:Iteration 46Q (14651.250000 sec): 3 clusters
  Score: Raw -576407.854874 + Penalty 2880.169070 = -573527.685804
  nChanged 7
		SP:Iteration 47Q (14651.460000 sec): 3 clusters
  Score: Raw -576409.368782 + Penalty 2880.169070 = -573529.199712
  nChanged 2
		SP:Iteration 48Q (14651.660000 sec): 3 clusters
  Score: Raw -576409.675274 + Penalty 2880.169070 = -573529.506204
  nChanged 4
		SP:Iteration 49Q (14651.850000 sec): 3 clusters
  Score: Raw -576410.415229 + Penalty 2880.169070 = -573530.246159
  nChanged 2
		SP:Iteration 50Q (14651.950000 sec): 3 clusters
  Score: Raw -576410.748148 + Penalty 2880.169070 = -573530.579078
  nChanged 2
		SP:Iteration 51Q (14652.140000 sec): 3 clusters
  Score: Raw -576411.074879 + Penalty 2880.169070 = -573530.905808
  nChanged 0
		SP:Iteration 52F (14652.350000 sec): 3 clusters
  Score: Raw -576411.074879 + Penalty 2880.169070 = -573530.905808
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (7862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14652.450000 sec): 2 clusters
  Score: Raw -707964.169507 + Penalty 1457.591900 = -706506.577607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14652.660000 sec): 3 clusters
  Score: Raw -703644.009924 + Penalty 2915.183799 = -700728.826124
  nChanged 3386
		SP:Iteration 1F (14652.850000 sec): 3 clusters
  Score: Raw -705681.028828 + Penalty 2915.183799 = -702765.845029
  nChanged 696
		SP:Iteration 2F (14653.060000 sec): 3 clusters
  Score: Raw -706304.858449 + Penalty 2915.183799 = -703389.674649
  nChanged 664
		SP:Iteration 3F (14653.300000 sec): 3 clusters
  Score: Raw -706922.287442 + Penalty 2915.183799 = -704007.103643
  nChanged 617
		SP:Iteration 4F (14653.500000 sec): 3 clusters
  Score: Raw -707431.629787 + Penalty 2915.183799 = -704516.445988
  nChanged 511
		SP:Iteration 5F (14653.740000 sec): 3 clusters
  Score: Raw -707822.509577 + Penalty 2915.183799 = -704907.325777
  nChanged 439
		SP:Iteration 6F (14653.940000 sec): 3 clusters
  Score: Raw -708149.909443 + Penalty 2915.183799 = -705234.725644
  nChanged 357
		SP:Iteration 7Q (14654.060000 sec): 3 clusters
  Score: Raw -708399.051824 + Penalty 2915.183799 = -705483.868025
  nChanged 291
		SP:Iteration 8Q (14654.190000 sec): 3 clusters
  Score: Raw -708553.659647 + Penalty 2915.183799 = -705638.475848
  nChanged 211
		SP:Iteration 9Q (14654.320000 sec): 3 clusters
  Score: Raw -708639.803006 + Penalty 2915.183799 = -705724.619207
  nChanged 170
		SP:Iteration 10Q (14654.530000 sec): 3 clusters
  Score: Raw -708702.933913 + Penalty 2915.183799 = -705787.750113
  nChanged 105
		SP:Iteration 11Q (14654.730000 sec): 3 clusters
  Score: Raw -708734.254883 + Penalty 2915.183799 = -705819.071083
  nChanged 90
		SP:Iteration 12Q (14654.930000 sec): 3 clusters
  Score: Raw -708752.257986 + Penalty 2915.183799 = -705837.074187
  nChanged 66
		SP:Iteration 13Q (14655.130000 sec): 3 clusters
  Score: Raw -708768.344830 + Penalty 2915.183799 = -705853.161031
  nChanged 53
		SP:Iteration 14Q (14655.320000 sec): 3 clusters
  Score: Raw -708781.686593 + Penalty 2915.183799 = -705866.502794
  nChanged 47
		SP:Iteration 15Q (14655.510000 sec): 3 clusters
  Score: Raw -708792.801121 + Penalty 2915.183799 = -705877.617322
  nChanged 36
		SP:Iteration 16Q (14655.670000 sec): 3 clusters
  Score: Raw -708799.689492 + Penalty 2915.183799 = -705884.505693
  nChanged 25
		SP:Iteration 17Q (14655.790000 sec): 3 clusters
  Score: Raw -708802.986594 + Penalty 2915.183799 = -705887.802794
  nChanged 24
		SP:Iteration 18Q (14655.920000 sec): 3 clusters
  Score: Raw -708806.271821 + Penalty 2915.183799 = -705891.088021
  nChanged 22
		SP:Iteration 19Q (14656.110000 sec): 3 clusters
  Score: Raw -708809.192071 + Penalty 2915.183799 = -705894.008271
  nChanged 14
		SP:Iteration 20F (14656.310000 sec): 3 clusters
  Score: Raw -708811.438891 + Penalty 2915.183799 = -705896.255091
  nChanged 13
		SP:Iteration 21Q (14656.510000 sec): 3 clusters
  Score: Raw -708813.262133 + Penalty 2915.183799 = -705898.078333
  nChanged 6
		SP:Iteration 22Q (14656.710000 sec): 3 clusters
  Score: Raw -708814.167803 + Penalty 2915.183799 = -705898.984003
  nChanged 10
		SP:Iteration 23Q (14656.900000 sec): 3 clusters
  Score: Raw -708816.089574 + Penalty 2915.183799 = -705900.905774
  nChanged 8
		SP:Iteration 24Q (14657.110000 sec): 3 clusters
  Score: Raw -708817.529159 + Penalty 2915.183799 = -705902.345359
  nChanged 11
		SP:Iteration 25Q (14657.300000 sec): 3 clusters
  Score: Raw -708819.923691 + Penalty 2915.183799 = -705904.739892
  nChanged 17
		SP:Iteration 26Q (14657.510000 sec): 3 clusters
  Score: Raw -708821.922666 + Penalty 2915.183799 = -705906.738867
  nChanged 16
		SP:Iteration 27Q (14657.700000 sec): 3 clusters
  Score: Raw -708824.182806 + Penalty 2915.183799 = -705908.999006
  nChanged 12
		SP:Iteration 28Q (14657.900000 sec): 3 clusters
  Score: Raw -708825.845581 + Penalty 2915.183799 = -705910.661781
  nChanged 6
		SP:Iteration 29Q (14658.100000 sec): 3 clusters
  Score: Raw -708826.524297 + Penalty 2915.183799 = -705911.340498
  nChanged 4
		SP:Iteration 30Q (14658.290000 sec): 3 clusters
  Score: Raw -708827.165597 + Penalty 2915.183799 = -705911.981797
  nChanged 3
		SP:Iteration 31Q (14658.490000 sec): 3 clusters
  Score: Raw -708827.824879 + Penalty 2915.183799 = -705912.641079
  nChanged 6
		SP:Iteration 32Q (14658.690000 sec): 3 clusters
  Score: Raw -708828.675598 + Penalty 2915.183799 = -705913.491799
  nChanged 4
		SP:Iteration 33Q (14658.890000 sec): 3 clusters
  Score: Raw -708829.191317 + Penalty 2915.183799 = -705914.007518
  nChanged 3
		SP:Iteration 34Q (14659.080000 sec): 3 clusters
  Score: Raw -708829.497430 + Penalty 2915.183799 = -705914.313630
  nChanged 3
		SP:Iteration 35Q (14659.280000 sec): 3 clusters
  Score: Raw -708829.909396 + Penalty 2915.183799 = -705914.725597
  nChanged 3
		SP:Iteration 36Q (14659.480000 sec): 3 clusters
  Score: Raw -708830.249064 + Penalty 2915.183799 = -705915.065264
  nChanged 2
		SP:Iteration 37Q (14659.670000 sec): 3 clusters
  Score: Raw -708830.710616 + Penalty 2915.183799 = -705915.526817
  nChanged 0
		SP:Iteration 38F (14659.870000 sec): 3 clusters
  Score: Raw -708830.710616 + Penalty 2915.183799 = -705915.526817
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (5584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14659.990000 sec): 2 clusters
  Score: Raw -476025.986024 + Penalty 1401.994855 = -474623.991169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14660.090000 sec): 3 clusters
  Score: Raw -473181.249620 + Penalty 2803.989709 = -470377.259911
  nChanged 2301
		SP:Iteration 1F (14660.300000 sec): 3 clusters
  Score: Raw -474845.004197 + Penalty 2803.989709 = -472041.014488
  nChanged 575
		SP:Iteration 2F (14660.510000 sec): 3 clusters
  Score: Raw -475516.763484 + Penalty 2803.989709 = -472712.773775
  nChanged 467
		SP:Iteration 3F (14660.660000 sec): 3 clusters
  Score: Raw -476025.302286 + Penalty 2803.989709 = -473221.312576
  nChanged 377
		SP:Iteration 4F (14660.830000 sec): 3 clusters
  Score: Raw -476369.587993 + Penalty 2803.989709 = -473565.598284
  nChanged 319
		SP:Iteration 5F (14661.000000 sec): 3 clusters
  Score: Raw -476599.077280 + Penalty 2803.989709 = -473795.087570
  nChanged 237
		SP:Iteration 6Q (14661.170000 sec): 3 clusters
  Score: Raw -476750.459142 + Penalty 2803.989709 = -473946.469432
  nChanged 176
		SP:Iteration 7Q (14661.340000 sec): 3 clusters
  Score: Raw -476845.416657 + Penalty 2803.989709 = -474041.426948
  nChanged 125
		SP:Iteration 8Q (14661.510000 sec): 3 clusters
  Score: Raw -476913.098224 + Penalty 2803.989709 = -474109.108515
  nChanged 104
		SP:Iteration 9Q (14661.680000 sec): 3 clusters
  Score: Raw -476954.025321 + Penalty 2803.989709 = -474150.035612
  nChanged 75
		SP:Iteration 10Q (14661.850000 sec): 3 clusters
  Score: Raw -476982.678837 + Penalty 2803.989709 = -474178.689128
  nChanged 70
		SP:Iteration 11Q (14662.020000 sec): 3 clusters
  Score: Raw -477007.496936 + Penalty 2803.989709 = -474203.507227
  nChanged 53
		SP:Iteration 12Q (14662.190000 sec): 3 clusters
  Score: Raw -477033.821843 + Penalty 2803.989709 = -474229.832133
  nChanged 53
		SP:Iteration 13Q (14662.360000 sec): 3 clusters
  Score: Raw -477056.615367 + Penalty 2803.989709 = -474252.625657
  nChanged 47
		SP:Iteration 14Q (14662.580000 sec): 3 clusters
  Score: Raw -477076.134613 + Penalty 2803.989709 = -474272.144904
  nChanged 41
		SP:Iteration 15Q (14662.750000 sec): 3 clusters
  Score: Raw -477089.545596 + Penalty 2803.989709 = -474285.555887
  nChanged 36
		SP:Iteration 16Q (14662.920000 sec): 3 clusters
  Score: Raw -477099.298603 + Penalty 2803.989709 = -474295.308893
  nChanged 27
		SP:Iteration 17Q (14663.090000 sec): 3 clusters
  Score: Raw -477111.547792 + Penalty 2803.989709 = -474307.558082
  nChanged 39
		SP:Iteration 18Q (14663.260000 sec): 3 clusters
  Score: Raw -477134.724639 + Penalty 2803.989709 = -474330.734930
  nChanged 52
		SP:Iteration 19Q (14663.430000 sec): 3 clusters
  Score: Raw -477159.128201 + Penalty 2803.989709 = -474355.138491
  nChanged 52
		SP:Iteration 20F (14663.600000 sec): 3 clusters
  Score: Raw -477177.597109 + Penalty 2803.989709 = -474373.607399
  nChanged 38
		SP:Iteration 21Q (14663.770000 sec): 3 clusters
  Score: Raw -477189.186226 + Penalty 2803.989709 = -474385.196517
  nChanged 28
		SP:Iteration 22Q (14663.940000 sec): 3 clusters
  Score: Raw -477196.238532 + Penalty 2803.989709 = -474392.248822
  nChanged 32
		SP:Iteration 23Q (14664.110000 sec): 3 clusters
  Score: Raw -477204.898009 + Penalty 2803.989709 = -474400.908299
  nChanged 31
		SP:Iteration 24Q (14664.280000 sec): 3 clusters
  Score: Raw -477213.190016 + Penalty 2803.989709 = -474409.200307
  nChanged 21
		SP:Iteration 25Q (14664.450000 sec): 3 clusters
  Score: Raw -477217.055414 + Penalty 2803.989709 = -474413.065704
  nChanged 14
		SP:Iteration 26Q (14664.620000 sec): 3 clusters
  Score: Raw -477219.405509 + Penalty 2803.989709 = -474415.415800
  nChanged 8
		SP:Iteration 27Q (14664.790000 sec): 3 clusters
  Score: Raw -477220.545049 + Penalty 2803.989709 = -474416.555340
  nChanged 3
		SP:Iteration 28Q (14664.960000 sec): 3 clusters
  Score: Raw -477220.834793 + Penalty 2803.989709 = -474416.845083
  nChanged 0
		SP:Iteration 29F (14665.140000 sec): 3 clusters
  Score: Raw -477220.834793 + Penalty 2803.989709 = -474416.845083
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (4131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14665.240000 sec): 2 clusters
  Score: Raw -340289.250774 + Penalty 1353.019653 = -338936.231121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14665.410000 sec): 3 clusters
  Score: Raw -338244.784221 + Penalty 2706.039306 = -335538.744915
  nChanged 1676
		SP:Iteration 1F (14665.590000 sec): 3 clusters
  Score: Raw -339267.095623 + Penalty 2706.039306 = -336561.056318
  nChanged 381
		SP:Iteration 2F (14665.790000 sec): 3 clusters
  Score: Raw -339583.372659 + Penalty 2706.039306 = -336877.333353
  nChanged 314
		SP:Iteration 3F (14665.940000 sec): 3 clusters
  Score: Raw -339843.541203 + Penalty 2706.039306 = -337137.501898
  nChanged 252
		SP:Iteration 4F (14666.120000 sec): 3 clusters
  Score: Raw -340029.377906 + Penalty 2706.039306 = -337323.338601
  nChanged 192
		SP:Iteration 5Q (14666.290000 sec): 3 clusters
  Score: Raw -340158.632097 + Penalty 2706.039306 = -337452.592791
  nChanged 161
		SP:Iteration 6Q (14666.470000 sec): 3 clusters
  Score: Raw -340265.158412 + Penalty 2706.039306 = -337559.119106
  nChanged 119
		SP:Iteration 7Q (14666.650000 sec): 3 clusters
  Score: Raw -340330.091761 + Penalty 2706.039306 = -337624.052455
  nChanged 91
		SP:Iteration 8Q (14666.820000 sec): 3 clusters
  Score: Raw -340368.330759 + Penalty 2706.039306 = -337662.291453
  nChanged 82
		SP:Iteration 9Q (14667.000000 sec): 3 clusters
  Score: Raw -340413.568651 + Penalty 2706.039306 = -337707.529345
  nChanged 68
		SP:Iteration 10Q (14667.170000 sec): 3 clusters
  Score: Raw -340449.267349 + Penalty 2706.039306 = -337743.228043
  nChanged 70
		SP:Iteration 11Q (14667.330000 sec): 3 clusters
  Score: Raw -340479.071653 + Penalty 2706.039306 = -337773.032347
  nChanged 64
		SP:Iteration 12Q (14667.500000 sec): 3 clusters
  Score: Raw -340508.550592 + Penalty 2706.039306 = -337802.511286
  nChanged 57
		SP:Iteration 13Q (14667.660000 sec): 3 clusters
  Score: Raw -340531.559968 + Penalty 2706.039306 = -337825.520662
  nChanged 52
		SP:Iteration 14Q (14667.830000 sec): 3 clusters
  Score: Raw -340557.553613 + Penalty 2706.039306 = -337851.514307
  nChanged 47
		SP:Iteration 15Q (14668.010000 sec): 3 clusters
  Score: Raw -340583.485747 + Penalty 2706.039306 = -337877.446442
  nChanged 56
		SP:Iteration 16Q (14668.190000 sec): 3 clusters
  Score: Raw -340613.761794 + Penalty 2706.039306 = -337907.722488
  nChanged 61
		SP:Iteration 17Q (14668.360000 sec): 3 clusters
  Score: Raw -340650.338691 + Penalty 2706.039306 = -337944.299385
  nChanged 68
		SP:Iteration 18Q (14668.560000 sec): 3 clusters
  Score: Raw -340687.890677 + Penalty 2706.039306 = -337981.851371
  nChanged 57
		SP:Iteration 19Q (14668.700000 sec): 3 clusters
  Score: Raw -340715.179587 + Penalty 2706.039306 = -338009.140281
  nChanged 49
		SP:Iteration 20F (14668.860000 sec): 3 clusters
  Score: Raw -340735.795024 + Penalty 2706.039306 = -338029.755718
  nChanged 37
		SP:Iteration 21Q (14669.020000 sec): 3 clusters
  Score: Raw -340755.609970 + Penalty 2706.039306 = -338049.570664
  nChanged 31
		SP:Iteration 22Q (14669.180000 sec): 3 clusters
  Score: Raw -340769.266857 + Penalty 2706.039306 = -338063.227551
  nChanged 29
		SP:Iteration 23Q (14669.340000 sec): 3 clusters
  Score: Raw -340784.071398 + Penalty 2706.039306 = -338078.032092
  nChanged 25
		SP:Iteration 24Q (14669.500000 sec): 3 clusters
  Score: Raw -340794.068332 + Penalty 2706.039306 = -338088.029026
  nChanged 24
		SP:Iteration 25Q (14669.670000 sec): 3 clusters
  Score: Raw -340806.644341 + Penalty 2706.039306 = -338100.605035
  nChanged 24
		SP:Iteration 26Q (14669.870000 sec): 3 clusters
  Score: Raw -340820.837969 + Penalty 2706.039306 = -338114.798664
  nChanged 18
		SP:Iteration 27Q (14670.030000 sec): 3 clusters
  Score: Raw -340827.629903 + Penalty 2706.039306 = -338121.590597
  nChanged 19
		SP:Iteration 28Q (14670.200000 sec): 3 clusters
  Score: Raw -340838.436469 + Penalty 2706.039306 = -338132.397163
  nChanged 19
		SP:Iteration 29Q (14670.380000 sec): 3 clusters
  Score: Raw -340847.293842 + Penalty 2706.039306 = -338141.254536
  nChanged 13
		SP:Iteration 30Q (14670.550000 sec): 3 clusters
  Score: Raw -340853.575376 + Penalty 2706.039306 = -338147.536070
  nChanged 10
		SP:Iteration 31Q (14670.730000 sec): 3 clusters
  Score: Raw -340856.700317 + Penalty 2706.039306 = -338150.661011
  nChanged 13
		SP:Iteration 32Q (14670.900000 sec): 3 clusters
  Score: Raw -340862.757996 + Penalty 2706.039306 = -338156.718690
  nChanged 10
		SP:Iteration 33Q (14671.080000 sec): 3 clusters
  Score: Raw -340866.179672 + Penalty 2706.039306 = -338160.140366
  nChanged 4
		SP:Iteration 34Q (14671.250000 sec): 3 clusters
  Score: Raw -340866.914403 + Penalty 2706.039306 = -338160.875097
  nChanged 1
		SP:Iteration 35Q (14671.430000 sec): 3 clusters
  Score: Raw -340867.443336 + Penalty 2706.039306 = -338161.404030
  nChanged 2
		SP:Iteration 36Q (14671.610000 sec): 3 clusters
  Score: Raw -340868.335109 + Penalty 2706.039306 = -338162.295803
  nChanged 3
		SP:Iteration 37Q (14671.780000 sec): 3 clusters
  Score: Raw -340870.152550 + Penalty 2706.039306 = -338164.113245
  nChanged 5
		SP:Iteration 38Q (14671.960000 sec): 3 clusters
  Score: Raw -340872.082338 + Penalty 2706.039306 = -338166.043032
  nChanged 8
		SP:Iteration 39Q (14672.130000 sec): 3 clusters
  Score: Raw -340874.705028 + Penalty 2706.039306 = -338168.665723
  nChanged 6
		SP:Iteration 40F (14672.310000 sec): 3 clusters
  Score: Raw -340876.235552 + Penalty 2706.039306 = -338170.196246
  nChanged 5
		SP:Iteration 41Q (14672.490000 sec): 3 clusters
  Score: Raw -340877.931875 + Penalty 2706.039306 = -338171.892569
  nChanged 4
		SP:Iteration 42Q (14672.660000 sec): 3 clusters
  Score: Raw -340879.429778 + Penalty 2706.039306 = -338173.390472
  nChanged 3
		SP:Iteration 43Q (14672.840000 sec): 3 clusters
  Score: Raw -340880.271844 + Penalty 2706.039306 = -338174.232538
  nChanged 4
		SP:Iteration 44Q (14673.010000 sec): 3 clusters
  Score: Raw -340881.076101 + Penalty 2706.039306 = -338175.036795
  nChanged 5
		SP:Iteration 45Q (14673.190000 sec): 3 clusters
  Score: Raw -340882.275223 + Penalty 2706.039306 = -338176.235918
  nChanged 5
		SP:Iteration 46Q (14673.370000 sec): 3 clusters
  Score: Raw -340883.894452 + Penalty 2706.039306 = -338177.855146
  nChanged 6
		SP:Iteration 47Q (14673.540000 sec): 3 clusters
  Score: Raw -340887.584553 + Penalty 2706.039306 = -338181.545247
  nChanged 5
		SP:Iteration 48Q (14673.720000 sec): 3 clusters
  Score: Raw -340889.454343 + Penalty 2706.039306 = -338183.415037
  nChanged 3
		SP:Iteration 49Q (14673.890000 sec): 3 clusters
  Score: Raw -340890.198090 + Penalty 2706.039306 = -338184.158784
  nChanged 0
		SP:Iteration 50F (14674.090000 sec): 3 clusters
  Score: Raw -340890.198090 + Penalty 2706.039306 = -338184.158784
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14674.150000 sec): 2 clusters
  Score: Raw -57838.204902 + Penalty 1066.167483 = -56772.037419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14674.330000 sec): 3 clusters
  Score: Raw -57712.923741 + Penalty 2132.334966 = -55580.588775
  nChanged 182
		SP:Iteration 1F (14674.510000 sec): 3 clusters
  Score: Raw -57922.059925 + Penalty 2132.334966 = -55789.724959
  nChanged 47
		SP:Iteration 2F (14674.680000 sec): 3 clusters
  Score: Raw -58008.582069 + Penalty 2132.334966 = -55876.247103
  nChanged 26
		SP:Iteration 3Q (14674.780000 sec): 3 clusters
  Score: Raw -58044.872901 + Penalty 2132.334966 = -55912.537935
  nChanged 13
		SP:Iteration 4Q (14674.790000 sec): 3 clusters
  Score: Raw -58060.527351 + Penalty 2132.334966 = -55928.192384
  nChanged 12
		SP:Iteration 5Q (14674.810000 sec): 3 clusters
  Score: Raw -58072.080406 + Penalty 2132.334966 = -55939.745439
  nChanged 4
		SP:Iteration 6Q (14674.830000 sec): 3 clusters
  Score: Raw -58077.305843 + Penalty 2132.334966 = -55944.970877
  nChanged 3
		SP:Iteration 7Q (14674.850000 sec): 3 clusters
  Score: Raw -58085.440731 + Penalty 2132.334966 = -55953.105764
  nChanged 7
		SP:Iteration 8Q (14674.880000 sec): 3 clusters
  Score: Raw -58092.962609 + Penalty 2132.334966 = -55960.627643
  nChanged 6
		SP:Iteration 9Q (14674.900000 sec): 3 clusters
  Score: Raw -58100.091217 + Penalty 2132.334966 = -55967.756250
  nChanged 4
		SP:Iteration 10Q (14674.920000 sec): 3 clusters
  Score: Raw -58104.175112 + Penalty 2132.334966 = -55971.840146
  nChanged 3
		SP:Iteration 11Q (14674.950000 sec): 3 clusters
  Score: Raw -58105.472998 + Penalty 2132.334966 = -55973.138031
  nChanged 1
		SP:Iteration 12Q (14674.970000 sec): 3 clusters
  Score: Raw -58105.810997 + Penalty 2132.334966 = -55973.476030
  nChanged 0
		SP:Iteration 13F (14674.990000 sec): 3 clusters
  Score: Raw -58105.810997 + Penalty 2132.334966 = -55973.476030
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14675.110000 sec): 2 clusters
  Score: Raw -475835.871694 + Penalty 1404.678958 = -474431.192736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14675.330000 sec): 3 clusters
  Score: Raw -472829.611585 + Penalty 2809.357916 = -470020.253669
  nChanged 2347
		SP:Iteration 1F (14675.510000 sec): 3 clusters
  Score: Raw -474234.064332 + Penalty 2809.357916 = -471424.706416
  nChanged 451
		SP:Iteration 2F (14675.690000 sec): 3 clusters
  Score: Raw -474548.982658 + Penalty 2809.357916 = -471739.624742
  nChanged 378
		SP:Iteration 3F (14675.870000 sec): 3 clusters
  Score: Raw -474809.570329 + Penalty 2809.357916 = -472000.212413
  nChanged 349
		SP:Iteration 4F (14676.010000 sec): 3 clusters
  Score: Raw -475121.860565 + Penalty 2809.357916 = -472312.502649
  nChanged 402
		SP:Iteration 5F (14676.180000 sec): 3 clusters
  Score: Raw -475493.642732 + Penalty 2809.357916 = -472684.284815
  nChanged 359
		SP:Iteration 6F (14676.320000 sec): 3 clusters
  Score: Raw -475827.104880 + Penalty 2809.357916 = -473017.746964
  nChanged 293
		SP:Iteration 7F (14676.420000 sec): 3 clusters
  Score: Raw -476073.609026 + Penalty 2809.357916 = -473264.251110
  nChanged 210
		SP:Iteration 8Q (14676.610000 sec): 3 clusters
  Score: Raw -476208.494016 + Penalty 2809.357916 = -473399.136100
  nChanged 165
		SP:Iteration 9Q (14676.830000 sec): 3 clusters
  Score: Raw -476307.817148 + Penalty 2809.357916 = -473498.459232
  nChanged 127
		SP:Iteration 10Q (14676.970000 sec): 3 clusters
  Score: Raw -476383.637490 + Penalty 2809.357916 = -473574.279574
  nChanged 99
		SP:Iteration 11Q (14677.150000 sec): 3 clusters
  Score: Raw -476434.350281 + Penalty 2809.357916 = -473624.992365
  nChanged 76
		SP:Iteration 12Q (14677.310000 sec): 3 clusters
  Score: Raw -476465.089367 + Penalty 2809.357916 = -473655.731451
  nChanged 68
		SP:Iteration 13Q (14677.420000 sec): 3 clusters
  Score: Raw -476488.460712 + Penalty 2809.357916 = -473679.102796
  nChanged 60
		SP:Iteration 14Q (14677.510000 sec): 3 clusters
  Score: Raw -476505.101380 + Penalty 2809.357916 = -473695.743464
  nChanged 43
		SP:Iteration 15Q (14677.700000 sec): 3 clusters
  Score: Raw -476516.288998 + Penalty 2809.357916 = -473706.931082
  nChanged 27
		SP:Iteration 16Q (14677.870000 sec): 3 clusters
  Score: Raw -476521.655872 + Penalty 2809.357916 = -473712.297956
  nChanged 16
		SP:Iteration 17Q (14678.030000 sec): 3 clusters
  Score: Raw -476524.574919 + Penalty 2809.357916 = -473715.217003
  nChanged 9
		SP:Iteration 18Q (14678.190000 sec): 3 clusters
  Score: Raw -476526.117077 + Penalty 2809.357916 = -473716.759161
  nChanged 7
		SP:Iteration 19Q (14678.350000 sec): 3 clusters
  Score: Raw -476527.113605 + Penalty 2809.357916 = -473717.755689
  nChanged 10
		SP:Iteration 20F (14678.500000 sec): 3 clusters
  Score: Raw -476528.704108 + Penalty 2809.357916 = -473719.346192
  nChanged 5
		SP:Iteration 21Q (14678.670000 sec): 3 clusters
  Score: Raw -476529.279052 + Penalty 2809.357916 = -473719.921136
  nChanged 3
		SP:Iteration 22Q (14678.840000 sec): 3 clusters
  Score: Raw -476529.716268 + Penalty 2809.357916 = -473720.358352
  nChanged 3
		SP:Iteration 23Q (14679.010000 sec): 3 clusters
  Score: Raw -476529.948190 + Penalty 2809.357916 = -473720.590274
  nChanged 1
		SP:Iteration 24Q (14679.180000 sec): 3 clusters
  Score: Raw -476530.166925 + Penalty 2809.357916 = -473720.809009
  nChanged 1
		SP:Iteration 25Q (14679.350000 sec): 3 clusters
  Score: Raw -476530.232069 + Penalty 2809.357916 = -473720.874153
  nChanged 2
		SP:Iteration 26Q (14679.490000 sec): 3 clusters
  Score: Raw -476530.351621 + Penalty 2809.357916 = -473720.993705
  nChanged 2
		SP:Iteration 27Q (14679.690000 sec): 3 clusters
  Score: Raw -476530.646454 + Penalty 2809.357916 = -473721.288538
  nChanged 2
		SP:Iteration 28Q (14679.860000 sec): 3 clusters
  Score: Raw -476530.734863 + Penalty 2809.357916 = -473721.376947
  nChanged 2
		SP:Iteration 29Q (14680.030000 sec): 3 clusters
  Score: Raw -476531.160406 + Penalty 2809.357916 = -473721.802490
  nChanged 4
		SP:Iteration 30Q (14680.200000 sec): 3 clusters
  Score: Raw -476531.882113 + Penalty 2809.357916 = -473722.524197
  nChanged 2
		SP:Iteration 31Q (14680.370000 sec): 3 clusters
  Score: Raw -476532.134555 + Penalty 2809.357916 = -473722.776639
  nChanged 1
		SP:Iteration 32Q (14680.530000 sec): 3 clusters
  Score: Raw -476532.381164 + Penalty 2809.357916 = -473723.023248
  nChanged 2
		SP:Iteration 33Q (14680.640000 sec): 3 clusters
  Score: Raw -476532.610246 + Penalty 2809.357916 = -473723.252330
  nChanged 0
		SP:Iteration 34F (14680.730000 sec): 3 clusters
  Score: Raw -476532.610246 + Penalty 2809.357916 = -473723.252330
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (4713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14680.810000 sec): 2 clusters
  Score: Raw -478901.566485 + Penalty 1374.437988 = -477527.128497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14680.900000 sec): 3 clusters
  Score: Raw -476431.977503 + Penalty 2748.875976 = -473683.101527
  nChanged 1910
		SP:Iteration 1F (14680.990000 sec): 3 clusters
  Score: Raw -477489.452408 + Penalty 2748.875976 = -474740.576432
  nChanged 353
		SP:Iteration 2F (14681.080000 sec): 3 clusters
  Score: Raw -477699.523454 + Penalty 2748.875976 = -474950.647478
  nChanged 274
		SP:Iteration 3F (14681.160000 sec): 3 clusters
  Score: Raw -477851.528673 + Penalty 2748.875976 = -475102.652697
  nChanged 236
		SP:Iteration 4F (14681.250000 sec): 3 clusters
  Score: Raw -477983.556151 + Penalty 2748.875976 = -475234.680175
  nChanged 211
		SP:Iteration 5Q (14681.340000 sec): 3 clusters
  Score: Raw -478099.902777 + Penalty 2748.875976 = -475351.026801
  nChanged 185
		SP:Iteration 6Q (14681.430000 sec): 3 clusters
  Score: Raw -478207.387691 + Penalty 2748.875976 = -475458.511715
  nChanged 173
		SP:Iteration 7Q (14681.510000 sec): 3 clusters
  Score: Raw -478303.630418 + Penalty 2748.875976 = -475554.754442
  nChanged 144
		SP:Iteration 8Q (14681.600000 sec): 3 clusters
  Score: Raw -478384.812848 + Penalty 2748.875976 = -475635.936872
  nChanged 139
		SP:Iteration 9Q (14681.680000 sec): 3 clusters
  Score: Raw -478484.161682 + Penalty 2748.875976 = -475735.285706
  nChanged 134
		SP:Iteration 10Q (14681.770000 sec): 3 clusters
  Score: Raw -478574.620669 + Penalty 2748.875976 = -475825.744693
  nChanged 133
		SP:Iteration 11Q (14681.860000 sec): 3 clusters
  Score: Raw -478689.863928 + Penalty 2748.875976 = -475940.987952
  nChanged 134
		SP:Iteration 12Q (14681.940000 sec): 3 clusters
  Score: Raw -478802.370479 + Penalty 2748.875976 = -476053.494503
  nChanged 112
		SP:Iteration 13Q (14682.030000 sec): 3 clusters
  Score: Raw -478895.342337 + Penalty 2748.875976 = -476146.466360
  nChanged 96
		SP:Iteration 14Q (14682.120000 sec): 3 clusters
  Score: Raw -478977.723118 + Penalty 2748.875976 = -476228.847142
  nChanged 74
		SP:Iteration 15Q (14682.200000 sec): 3 clusters
  Score: Raw -479037.197090 + Penalty 2748.875976 = -476288.321114
  nChanged 75
		SP:Iteration 16Q (14682.280000 sec): 3 clusters
  Score: Raw -479085.416642 + Penalty 2748.875976 = -476336.540666
  nChanged 55
		SP:Iteration 17Q (14682.360000 sec): 3 clusters
  Score: Raw -479115.953294 + Penalty 2748.875976 = -476367.077318
  nChanged 47
		SP:Iteration 18Q (14682.440000 sec): 3 clusters
  Score: Raw -479146.082887 + Penalty 2748.875976 = -476397.206911
  nChanged 37
		SP:Iteration 19Q (14682.520000 sec): 3 clusters
  Score: Raw -479166.671262 + Penalty 2748.875976 = -476417.795286
  nChanged 19
		SP:Iteration 20F (14682.600000 sec): 3 clusters
  Score: Raw -479174.986431 + Penalty 2748.875976 = -476426.110455
  nChanged 14
		SP:Iteration 21Q (14682.680000 sec): 3 clusters
  Score: Raw -479180.712206 + Penalty 2748.875976 = -476431.836230
  nChanged 9
		SP:Iteration 22Q (14682.760000 sec): 3 clusters
  Score: Raw -479185.167365 + Penalty 2748.875976 = -476436.291388
  nChanged 10
		SP:Iteration 23Q (14682.840000 sec): 3 clusters
  Score: Raw -479189.910219 + Penalty 2748.875976 = -476441.034243
  nChanged 4
		SP:Iteration 24Q (14682.920000 sec): 3 clusters
  Score: Raw -479191.489414 + Penalty 2748.875976 = -476442.613438
  nChanged 7
		SP:Iteration 25Q (14682.990000 sec): 3 clusters
  Score: Raw -479194.933654 + Penalty 2748.875976 = -476446.057678
  nChanged 4
		SP:Iteration 26Q (14683.070000 sec): 3 clusters
  Score: Raw -479197.048537 + Penalty 2748.875976 = -476448.172560
  nChanged 4
		SP:Iteration 27Q (14683.150000 sec): 3 clusters
  Score: Raw -479198.828236 + Penalty 2748.875976 = -476449.952260
  nChanged 4
		SP:Iteration 28Q (14683.230000 sec): 3 clusters
  Score: Raw -479201.092770 + Penalty 2748.875976 = -476452.216794
  nChanged 6
		SP:Iteration 29Q (14683.310000 sec): 3 clusters
  Score: Raw -479203.350679 + Penalty 2748.875976 = -476454.474703
  nChanged 4
		SP:Iteration 30Q (14683.380000 sec): 3 clusters
  Score: Raw -479205.542218 + Penalty 2748.875976 = -476456.666242
  nChanged 3
		SP:Iteration 31Q (14683.460000 sec): 3 clusters
  Score: Raw -479206.018050 + Penalty 2748.875976 = -476457.142073
  nChanged 1
		SP:Iteration 32Q (14683.540000 sec): 3 clusters
  Score: Raw -479206.279265 + Penalty 2748.875976 = -476457.403289
  nChanged 0
		SP:Iteration 33F (14683.630000 sec): 3 clusters
  Score: Raw -479206.279265 + Penalty 2748.875976 = -476457.403289
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (2425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14683.720000 sec): 2 clusters
  Score: Raw -232838.835039 + Penalty 1266.457856 = -231572.377183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14683.900000 sec): 3 clusters
  Score: Raw -231761.892362 + Penalty 2532.915711 = -229228.976651
  nChanged 835
		SP:Iteration 1F (14684.070000 sec): 3 clusters
  Score: Raw -232298.863490 + Penalty 2532.915711 = -229765.947779
  nChanged 209
		SP:Iteration 2F (14684.250000 sec): 3 clusters
  Score: Raw -232461.936745 + Penalty 2532.915711 = -229929.021034
  nChanged 139
		SP:Iteration 3F (14684.420000 sec): 3 clusters
  Score: Raw -232562.503941 + Penalty 2532.915711 = -230029.588230
  nChanged 116
		SP:Iteration 4Q (14684.600000 sec): 3 clusters
  Score: Raw -232644.728218 + Penalty 2532.915711 = -230111.812506
  nChanged 77
		SP:Iteration 5Q (14684.770000 sec): 3 clusters
  Score: Raw -232697.659416 + Penalty 2532.915711 = -230164.743705
  nChanged 61
		SP:Iteration 6Q (14684.950000 sec): 3 clusters
  Score: Raw -232741.663965 + Penalty 2532.915711 = -230208.748254
  nChanged 54
		SP:Iteration 7Q (14685.120000 sec): 3 clusters
  Score: Raw -232775.779017 + Penalty 2532.915711 = -230242.863306
  nChanged 43
		SP:Iteration 8Q (14685.300000 sec): 3 clusters
  Score: Raw -232801.957317 + Penalty 2532.915711 = -230269.041606
  nChanged 38
		SP:Iteration 9Q (14685.480000 sec): 3 clusters
  Score: Raw -232821.323585 + Penalty 2532.915711 = -230288.407874
  nChanged 39
		SP:Iteration 10Q (14685.650000 sec): 3 clusters
  Score: Raw -232841.862637 + Penalty 2532.915711 = -230308.946926
  nChanged 43
		SP:Iteration 11Q (14685.830000 sec): 3 clusters
  Score: Raw -232870.773877 + Penalty 2532.915711 = -230337.858166
  nChanged 40
		SP:Iteration 12Q (14686.000000 sec): 3 clusters
  Score: Raw -232896.083667 + Penalty 2532.915711 = -230363.167956
  nChanged 41
		SP:Iteration 13Q (14686.060000 sec): 3 clusters
  Score: Raw -232918.440599 + Penalty 2532.915711 = -230385.524888
  nChanged 30
		SP:Iteration 14Q (14686.110000 sec): 3 clusters
  Score: Raw -232938.061918 + Penalty 2532.915711 = -230405.146207
  nChanged 43
		SP:Iteration 15Q (14686.160000 sec): 3 clusters
  Score: Raw -232964.004903 + Penalty 2532.915711 = -230431.089192
  nChanged 40
		SP:Iteration 16Q (14686.220000 sec): 3 clusters
  Score: Raw -232985.477238 + Penalty 2532.915711 = -230452.561527
  nChanged 31
		SP:Iteration 17Q (14686.270000 sec): 3 clusters
  Score: Raw -233006.289707 + Penalty 2532.915711 = -230473.373996
  nChanged 34
		SP:Iteration 18Q (14686.320000 sec): 3 clusters
  Score: Raw -233032.270520 + Penalty 2532.915711 = -230499.354809
  nChanged 27
		SP:Iteration 19Q (14686.450000 sec): 3 clusters
  Score: Raw -233049.489723 + Penalty 2532.915711 = -230516.574012
  nChanged 26
		SP:Iteration 20F (14686.630000 sec): 3 clusters
  Score: Raw -233066.056927 + Penalty 2532.915711 = -230533.141216
  nChanged 26
		SP:Iteration 21Q (14686.800000 sec): 3 clusters
  Score: Raw -233081.276197 + Penalty 2532.915711 = -230548.360486
  nChanged 20
		SP:Iteration 22Q (14686.980000 sec): 3 clusters
  Score: Raw -233092.147892 + Penalty 2532.915711 = -230559.232181
  nChanged 21
		SP:Iteration 23Q (14687.160000 sec): 3 clusters
  Score: Raw -233105.863362 + Penalty 2532.915711 = -230572.947651
  nChanged 15
		SP:Iteration 24Q (14687.330000 sec): 3 clusters
  Score: Raw -233117.616017 + Penalty 2532.915711 = -230584.700306
  nChanged 18
		SP:Iteration 25Q (14687.510000 sec): 3 clusters
  Score: Raw -233127.761739 + Penalty 2532.915711 = -230594.846028
  nChanged 18
		SP:Iteration 26Q (14687.680000 sec): 3 clusters
  Score: Raw -233139.540082 + Penalty 2532.915711 = -230606.624371
  nChanged 17
		SP:Iteration 27Q (14687.860000 sec): 3 clusters
  Score: Raw -233150.336889 + Penalty 2532.915711 = -230617.421178
  nChanged 17
		SP:Iteration 28Q (14688.040000 sec): 3 clusters
  Score: Raw -233158.154975 + Penalty 2532.915711 = -230625.239264
  nChanged 11
		SP:Iteration 29Q (14688.210000 sec): 3 clusters
  Score: Raw -233165.533134 + Penalty 2532.915711 = -230632.617423
  nChanged 15
		SP:Iteration 30Q (14688.390000 sec): 3 clusters
  Score: Raw -233174.842168 + Penalty 2532.915711 = -230641.926456
  nChanged 13
		SP:Iteration 31Q (14688.560000 sec): 3 clusters
  Score: Raw -233182.296408 + Penalty 2532.915711 = -230649.380697
  nChanged 16
		SP:Iteration 32Q (14688.740000 sec): 3 clusters
  Score: Raw -233193.955874 + Penalty 2532.915711 = -230661.040163
  nChanged 24
		SP:Iteration 33Q (14688.920000 sec): 3 clusters
  Score: Raw -233207.531101 + Penalty 2532.915711 = -230674.615390
  nChanged 25
		SP:Iteration 34Q (14689.090000 sec): 3 clusters
  Score: Raw -233227.680725 + Penalty 2532.915711 = -230694.765014
  nChanged 26
		SP:Iteration 35Q (14689.260000 sec): 3 clusters
  Score: Raw -233257.950871 + Penalty 2532.915711 = -230725.035159
  nChanged 29
		SP:Iteration 36Q (14689.440000 sec): 3 clusters
  Score: Raw -233284.488267 + Penalty 2532.915711 = -230751.572556
  nChanged 27
		SP:Iteration 37Q (14689.610000 sec): 3 clusters
  Score: Raw -233315.192341 + Penalty 2532.915711 = -230782.276630
  nChanged 28
		SP:Iteration 38Q (14689.790000 sec): 3 clusters
  Score: Raw -233351.445329 + Penalty 2532.915711 = -230818.529618
  nChanged 28
		SP:Iteration 39Q (14689.960000 sec): 3 clusters
  Score: Raw -233384.054746 + Penalty 2532.915711 = -230851.139035
  nChanged 22
		SP:Iteration 40F (14690.140000 sec): 3 clusters
  Score: Raw -233408.362084 + Penalty 2532.915711 = -230875.446373
  nChanged 23
		SP:Iteration 41Q (14690.320000 sec): 3 clusters
  Score: Raw -233431.813718 + Penalty 2532.915711 = -230898.898007
  nChanged 13
		SP:Iteration 42Q (14690.460000 sec): 3 clusters
  Score: Raw -233441.854831 + Penalty 2532.915711 = -230908.939120
  nChanged 7
		SP:Iteration 43Q (14690.520000 sec): 3 clusters
  Score: Raw -233446.312537 + Penalty 2532.915711 = -230913.396826
  nChanged 6
		SP:Iteration 44Q (14690.560000 sec): 3 clusters
  Score: Raw -233451.150064 + Penalty 2532.915711 = -230918.234353
  nChanged 7
		SP:Iteration 45Q (14690.600000 sec): 3 clusters
  Score: Raw -233455.065656 + Penalty 2532.915711 = -230922.149945
  nChanged 6
		SP:Iteration 46Q (14690.650000 sec): 3 clusters
  Score: Raw -233458.052621 + Penalty 2532.915711 = -230925.136910
  nChanged 2
		SP:Iteration 47Q (14690.700000 sec): 3 clusters
  Score: Raw -233459.839341 + Penalty 2532.915711 = -230926.923630
  nChanged 3
		SP:Iteration 48Q (14690.740000 sec): 3 clusters
  Score: Raw -233461.396266 + Penalty 2532.915711 = -230928.480555
  nChanged 3
		SP:Iteration 49Q (14690.780000 sec): 3 clusters
  Score: Raw -233462.653576 + Penalty 2532.915711 = -230929.737864
  nChanged 1
		SP:Iteration 50Q (14690.840000 sec): 3 clusters
  Score: Raw -233463.496598 + Penalty 2532.915711 = -230930.580887
  nChanged 1
		SP:Iteration 51Q (14690.880000 sec): 3 clusters
  Score: Raw -233463.861730 + Penalty 2532.915711 = -230930.946019
  nChanged 0
		SP:Iteration 52F (14690.940000 sec): 3 clusters
  Score: Raw -233463.861730 + Penalty 2532.915711 = -230930.946019
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (6765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14691.030000 sec): 2 clusters
  Score: Raw -487679.343188 + Penalty 1433.171600 = -486246.171588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14691.250000 sec): 3 clusters
  Score: Raw -484024.103112 + Penalty 2866.343201 = -481157.759911
  nChanged 2850
		SP:Iteration 1F (14691.450000 sec): 3 clusters
  Score: Raw -485895.585486 + Penalty 2866.343201 = -483029.242285
  nChanged 582
		SP:Iteration 2F (14691.660000 sec): 3 clusters
  Score: Raw -486366.734959 + Penalty 2866.343201 = -483500.391758
  nChanged 521
		SP:Iteration 3F (14691.860000 sec): 3 clusters
  Score: Raw -486763.835563 + Penalty 2866.343201 = -483897.492362
  nChanged 395
		SP:Iteration 4F (14692.070000 sec): 3 clusters
  Score: Raw -487064.870011 + Penalty 2866.343201 = -484198.526810
  nChanged 357
		SP:Iteration 5F (14692.270000 sec): 3 clusters
  Score: Raw -487302.902997 + Penalty 2866.343201 = -484436.559797
  nChanged 276
		SP:Iteration 6Q (14692.480000 sec): 3 clusters
  Score: Raw -487482.671334 + Penalty 2866.343201 = -484616.328133
  nChanged 243
		SP:Iteration 7Q (14692.680000 sec): 3 clusters
  Score: Raw -487653.395615 + Penalty 2866.343201 = -484787.052414
  nChanged 237
		SP:Iteration 8Q (14692.890000 sec): 3 clusters
  Score: Raw -487795.583645 + Penalty 2866.343201 = -484929.240445
  nChanged 187
		SP:Iteration 9Q (14693.090000 sec): 3 clusters
  Score: Raw -487891.567927 + Penalty 2866.343201 = -485025.224726
  nChanged 141
		SP:Iteration 10Q (14693.300000 sec): 3 clusters
  Score: Raw -487957.343601 + Penalty 2866.343201 = -485091.000400
  nChanged 118
		SP:Iteration 11Q (14693.500000 sec): 3 clusters
  Score: Raw -488005.742365 + Penalty 2866.343201 = -485139.399165
  nChanged 109
		SP:Iteration 12Q (14693.740000 sec): 3 clusters
  Score: Raw -488047.227165 + Penalty 2866.343201 = -485180.883965
  nChanged 102
		SP:Iteration 13Q (14693.910000 sec): 3 clusters
  Score: Raw -488093.995458 + Penalty 2866.343201 = -485227.652258
  nChanged 97
		SP:Iteration 14Q (14694.110000 sec): 3 clusters
  Score: Raw -488132.952405 + Penalty 2866.343201 = -485266.609204
  nChanged 100
		SP:Iteration 15Q (14694.320000 sec): 3 clusters
  Score: Raw -488168.493739 + Penalty 2866.343201 = -485302.150538
  nChanged 89
		SP:Iteration 16Q (14694.520000 sec): 3 clusters
  Score: Raw -488202.460147 + Penalty 2866.343201 = -485336.116947
  nChanged 83
		SP:Iteration 17Q (14694.730000 sec): 3 clusters
  Score: Raw -488228.353081 + Penalty 2866.343201 = -485362.009880
  nChanged 76
		SP:Iteration 18Q (14694.930000 sec): 3 clusters
  Score: Raw -488256.983533 + Penalty 2866.343201 = -485390.640332
  nChanged 66
		SP:Iteration 19Q (14695.140000 sec): 3 clusters
  Score: Raw -488275.538636 + Penalty 2866.343201 = -485409.195435
  nChanged 59
		SP:Iteration 20F (14695.330000 sec): 3 clusters
  Score: Raw -488290.507946 + Penalty 2866.343201 = -485424.164746
  nChanged 36
		SP:Iteration 21Q (14695.430000 sec): 3 clusters
  Score: Raw -488297.339154 + Penalty 2866.343201 = -485430.995954
  nChanged 30
		SP:Iteration 22Q (14695.540000 sec): 3 clusters
  Score: Raw -488303.532852 + Penalty 2866.343201 = -485437.189651
  nChanged 21
		SP:Iteration 23Q (14695.660000 sec): 3 clusters
  Score: Raw -488307.786344 + Penalty 2866.343201 = -485441.443144
  nChanged 19
		SP:Iteration 24Q (14695.770000 sec): 3 clusters
  Score: Raw -488311.677912 + Penalty 2866.343201 = -485445.334711
  nChanged 17
		SP:Iteration 25Q (14695.890000 sec): 3 clusters
  Score: Raw -488314.699205 + Penalty 2866.343201 = -485448.356004
  nChanged 12
		SP:Iteration 26Q (14696.090000 sec): 3 clusters
  Score: Raw -488316.231454 + Penalty 2866.343201 = -485449.888254
  nChanged 9
		SP:Iteration 27Q (14696.300000 sec): 3 clusters
  Score: Raw -488318.212727 + Penalty 2866.343201 = -485451.869527
  nChanged 16
		SP:Iteration 28Q (14696.510000 sec): 3 clusters
  Score: Raw -488321.624132 + Penalty 2866.343201 = -485455.280932
  nChanged 19
		SP:Iteration 29Q (14696.710000 sec): 3 clusters
  Score: Raw -488324.262366 + Penalty 2866.343201 = -485457.919165
  nChanged 13
		SP:Iteration 30Q (14696.910000 sec): 3 clusters
  Score: Raw -488326.037452 + Penalty 2866.343201 = -485459.694251
  nChanged 14
		SP:Iteration 31Q (14697.120000 sec): 3 clusters
  Score: Raw -488328.017202 + Penalty 2866.343201 = -485461.674001
  nChanged 5
		SP:Iteration 32Q (14697.320000 sec): 3 clusters
  Score: Raw -488329.717327 + Penalty 2866.343201 = -485463.374126
  nChanged 11
		SP:Iteration 33Q (14697.530000 sec): 3 clusters
  Score: Raw -488331.352730 + Penalty 2866.343201 = -485465.009529
  nChanged 7
		SP:Iteration 34Q (14697.730000 sec): 3 clusters
  Score: Raw -488333.393338 + Penalty 2866.343201 = -485467.050137
  nChanged 13
		SP:Iteration 35Q (14697.960000 sec): 3 clusters
  Score: Raw -488336.337613 + Penalty 2866.343201 = -485469.994413
  nChanged 16
		SP:Iteration 36Q (14698.110000 sec): 3 clusters
  Score: Raw -488341.328442 + Penalty 2866.343201 = -485474.985241
  nChanged 19
		SP:Iteration 37Q (14698.220000 sec): 3 clusters
  Score: Raw -488345.841832 + Penalty 2866.343201 = -485479.498632
  nChanged 16
		SP:Iteration 38Q (14698.410000 sec): 3 clusters
  Score: Raw -488349.619532 + Penalty 2866.343201 = -485483.276331
  nChanged 19
		SP:Iteration 39Q (14698.510000 sec): 3 clusters
  Score: Raw -488352.945558 + Penalty 2866.343201 = -485486.602357
  nChanged 12
		SP:Iteration 40F (14698.620000 sec): 3 clusters
  Score: Raw -488355.051078 + Penalty 2866.343201 = -485488.707877
  nChanged 11
		SP:Iteration 41Q (14698.730000 sec): 3 clusters
  Score: Raw -488356.537210 + Penalty 2866.343201 = -485490.194009
  nChanged 12
		SP:Iteration 42Q (14698.840000 sec): 3 clusters
  Score: Raw -488358.777302 + Penalty 2866.343201 = -485492.434102
  nChanged 13
		SP:Iteration 43Q (14699.040000 sec): 3 clusters
  Score: Raw -488360.917150 + Penalty 2866.343201 = -485494.573949
  nChanged 16
		SP:Iteration 44Q (14699.240000 sec): 3 clusters
  Score: Raw -488363.185695 + Penalty 2866.343201 = -485496.842495
  nChanged 14
		SP:Iteration 45Q (14699.450000 sec): 3 clusters
  Score: Raw -488365.623872 + Penalty 2866.343201 = -485499.280672
  nChanged 17
		SP:Iteration 46Q (14699.650000 sec): 3 clusters
  Score: Raw -488368.891489 + Penalty 2866.343201 = -485502.548288
  nChanged 15
		SP:Iteration 47Q (14699.850000 sec): 3 clusters
  Score: Raw -488370.750540 + Penalty 2866.343201 = -485504.407339
  nChanged 12
		SP:Iteration 48Q (14700.060000 sec): 3 clusters
  Score: Raw -488373.028422 + Penalty 2866.343201 = -485506.685221
  nChanged 11
		SP:Iteration 49Q (14700.260000 sec): 3 clusters
  Score: Raw -488375.521141 + Penalty 2866.343201 = -485509.177940
  nChanged 16
		SP:Iteration 50Q (14700.470000 sec): 3 clusters
  Score: Raw -488378.098166 + Penalty 2866.343201 = -485511.754965
  nChanged 12
		SP:Iteration 51Q (14700.670000 sec): 3 clusters
  Score: Raw -488380.146891 + Penalty 2866.343201 = -485513.803691
  nChanged 9
		SP:Iteration 52Q (14700.880000 sec): 3 clusters
  Score: Raw -488381.343550 + Penalty 2866.343201 = -485515.000350
  nChanged 9
		SP:Iteration 53Q (14701.080000 sec): 3 clusters
  Score: Raw -488382.553152 + Penalty 2866.343201 = -485516.209952
  nChanged 5
		SP:Iteration 54Q (14701.290000 sec): 3 clusters
  Score: Raw -488382.995207 + Penalty 2866.343201 = -485516.652006
  nChanged 4
		SP:Iteration 55Q (14701.490000 sec): 3 clusters
  Score: Raw -488383.637983 + Penalty 2866.343201 = -485517.294783
  nChanged 6
		SP:Iteration 56Q (14701.690000 sec): 3 clusters
  Score: Raw -488384.323715 + Penalty 2866.343201 = -485517.980514
  nChanged 2
		SP:Iteration 57Q (14701.900000 sec): 3 clusters
  Score: Raw -488384.456145 + Penalty 2866.343201 = -485518.112945
  nChanged 1
		SP:Iteration 58Q (14702.110000 sec): 3 clusters
  Score: Raw -488384.546603 + Penalty 2866.343201 = -485518.203403
  nChanged 2
		SP:Iteration 59Q (14702.310000 sec): 3 clusters
  Score: Raw -488384.882411 + Penalty 2866.343201 = -485518.539210
  nChanged 3
		SP:Iteration 60F (14702.510000 sec): 3 clusters
  Score: Raw -488385.817350 + Penalty 2866.343201 = -485519.474149
  nChanged 6
		SP:Iteration 61Q (14702.720000 sec): 3 clusters
  Score: Raw -488387.516516 + Penalty 2866.343201 = -485521.173315
  nChanged 6
		SP:Iteration 62Q (14702.920000 sec): 3 clusters
  Score: Raw -488389.757643 + Penalty 2866.343201 = -485523.414442
  nChanged 10
		SP:Iteration 63Q (14703.130000 sec): 3 clusters
  Score: Raw -488391.633872 + Penalty 2866.343201 = -485525.290671
  nChanged 9
		SP:Iteration 64Q (14703.320000 sec): 3 clusters
  Score: Raw -488392.478017 + Penalty 2866.343201 = -485526.134817
  nChanged 11
		SP:Iteration 65Q (14703.490000 sec): 3 clusters
  Score: Raw -488394.356205 + Penalty 2866.343201 = -485528.013004
  nChanged 10
		SP:Iteration 66Q (14703.590000 sec): 3 clusters
  Score: Raw -488396.338947 + Penalty 2866.343201 = -485529.995747
  nChanged 9
		SP:Iteration 67Q (14703.710000 sec): 3 clusters
  Score: Raw -488397.901925 + Penalty 2866.343201 = -485531.558724
  nChanged 12
		SP:Iteration 68Q (14703.890000 sec): 3 clusters
  Score: Raw -488400.077222 + Penalty 2866.343201 = -485533.734021
  nChanged 9
		SP:Iteration 69Q (14704.100000 sec): 3 clusters
  Score: Raw -488401.588568 + Penalty 2866.343201 = -485535.245367
  nChanged 11
		SP:Iteration 70Q (14704.310000 sec): 3 clusters
  Score: Raw -488403.023147 + Penalty 2866.343201 = -485536.679946
  nChanged 0
		SP:Iteration 71F (14704.520000 sec): 3 clusters
  Score: Raw -488403.023147 + Penalty 2866.343201 = -485536.679946
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (3830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14704.590000 sec): 2 clusters
  Score: Raw -298548.712804 + Penalty 1340.725763 = -297207.987040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14704.770000 sec): 3 clusters
  Score: Raw -296682.820241 + Penalty 2681.451527 = -294001.368714
  nChanged 1487
		SP:Iteration 1F (14704.950000 sec): 3 clusters
  Score: Raw -297713.851422 + Penalty 2681.451527 = -295032.399895
  nChanged 395
		SP:Iteration 2F (14705.120000 sec): 3 clusters
  Score: Raw -298098.911834 + Penalty 2681.451527 = -295417.460308
  nChanged 305
		SP:Iteration 3F (14705.300000 sec): 3 clusters
  Score: Raw -298361.675106 + Penalty 2681.451527 = -295680.223579
  nChanged 223
		SP:Iteration 4F (14705.470000 sec): 3 clusters
  Score: Raw -298553.102143 + Penalty 2681.451527 = -295871.650616
  nChanged 164
		SP:Iteration 5Q (14705.650000 sec): 3 clusters
  Score: Raw -298688.029138 + Penalty 2681.451527 = -296006.577611
  nChanged 142
		SP:Iteration 6Q (14705.830000 sec): 3 clusters
  Score: Raw -298779.884295 + Penalty 2681.451527 = -296098.432768
  nChanged 104
		SP:Iteration 7Q (14706.000000 sec): 3 clusters
  Score: Raw -298848.671345 + Penalty 2681.451527 = -296167.219819
  nChanged 91
		SP:Iteration 8Q (14706.180000 sec): 3 clusters
  Score: Raw -298898.231109 + Penalty 2681.451527 = -296216.779583
  nChanged 85
		SP:Iteration 9Q (14706.350000 sec): 3 clusters
  Score: Raw -298944.887794 + Penalty 2681.451527 = -296263.436267
  nChanged 71
		SP:Iteration 10Q (14706.570000 sec): 3 clusters
  Score: Raw -298984.158040 + Penalty 2681.451527 = -296302.706513
  nChanged 69
		SP:Iteration 11Q (14706.720000 sec): 3 clusters
  Score: Raw -299018.469748 + Penalty 2681.451527 = -296337.018222
  nChanged 55
		SP:Iteration 12Q (14706.900000 sec): 3 clusters
  Score: Raw -299041.793190 + Penalty 2681.451527 = -296360.341663
  nChanged 45
		SP:Iteration 13Q (14707.070000 sec): 3 clusters
  Score: Raw -299061.638846 + Penalty 2681.451527 = -296380.187319
  nChanged 42
		SP:Iteration 14Q (14707.250000 sec): 3 clusters
  Score: Raw -299075.646558 + Penalty 2681.451527 = -296394.195031
  nChanged 25
		SP:Iteration 15Q (14707.420000 sec): 3 clusters
  Score: Raw -299085.113583 + Penalty 2681.451527 = -296403.662056
  nChanged 23
		SP:Iteration 16Q (14707.600000 sec): 3 clusters
  Score: Raw -299092.007995 + Penalty 2681.451527 = -296410.556469
  nChanged 23
		SP:Iteration 17Q (14707.770000 sec): 3 clusters
  Score: Raw -299100.299072 + Penalty 2681.451527 = -296418.847545
  nChanged 22
		SP:Iteration 18Q (14707.950000 sec): 3 clusters
  Score: Raw -299108.464313 + Penalty 2681.451527 = -296427.012786
  nChanged 16
		SP:Iteration 19Q (14708.130000 sec): 3 clusters
  Score: Raw -299114.866273 + Penalty 2681.451527 = -296433.414747
  nChanged 17
		SP:Iteration 20F (14708.300000 sec): 3 clusters
  Score: Raw -299120.853712 + Penalty 2681.451527 = -296439.402185
  nChanged 15
		SP:Iteration 21Q (14708.480000 sec): 3 clusters
  Score: Raw -299125.917005 + Penalty 2681.451527 = -296444.465478
  nChanged 20
		SP:Iteration 22Q (14708.650000 sec): 3 clusters
  Score: Raw -299134.429310 + Penalty 2681.451527 = -296452.977783
  nChanged 17
		SP:Iteration 23Q (14708.830000 sec): 3 clusters
  Score: Raw -299142.332893 + Penalty 2681.451527 = -296460.881367
  nChanged 16
		SP:Iteration 24Q (14709.010000 sec): 3 clusters
  Score: Raw -299149.007184 + Penalty 2681.451527 = -296467.555658
  nChanged 18
		SP:Iteration 25Q (14709.180000 sec): 3 clusters
  Score: Raw -299157.984484 + Penalty 2681.451527 = -296476.532957
  nChanged 22
		SP:Iteration 26Q (14709.360000 sec): 3 clusters
  Score: Raw -299169.309105 + Penalty 2681.451527 = -296487.857578
  nChanged 24
		SP:Iteration 27Q (14709.530000 sec): 3 clusters
  Score: Raw -299180.312393 + Penalty 2681.451527 = -296498.860867
  nChanged 21
		SP:Iteration 28Q (14709.710000 sec): 3 clusters
  Score: Raw -299191.070981 + Penalty 2681.451527 = -296509.619454
  nChanged 29
		SP:Iteration 29Q (14709.890000 sec): 3 clusters
  Score: Raw -299202.288881 + Penalty 2681.451527 = -296520.837354
  nChanged 18
		SP:Iteration 30Q (14710.060000 sec): 3 clusters
  Score: Raw -299208.402642 + Penalty 2681.451527 = -296526.951115
  nChanged 16
		SP:Iteration 31Q (14710.230000 sec): 3 clusters
  Score: Raw -299213.188142 + Penalty 2681.451527 = -296531.736615
  nChanged 18
		SP:Iteration 32Q (14710.400000 sec): 3 clusters
  Score: Raw -299219.504069 + Penalty 2681.451527 = -296538.052542
  nChanged 18
		SP:Iteration 33Q (14710.560000 sec): 3 clusters
  Score: Raw -299225.746541 + Penalty 2681.451527 = -296544.295014
  nChanged 16
		SP:Iteration 34Q (14710.720000 sec): 3 clusters
  Score: Raw -299229.694209 + Penalty 2681.451527 = -296548.242682
  nChanged 15
		SP:Iteration 35Q (14710.890000 sec): 3 clusters
  Score: Raw -299233.304015 + Penalty 2681.451527 = -296551.852488
  nChanged 10
		SP:Iteration 36Q (14711.050000 sec): 3 clusters
  Score: Raw -299236.077197 + Penalty 2681.451527 = -296554.625671
  nChanged 18
		SP:Iteration 37Q (14711.210000 sec): 3 clusters
  Score: Raw -299244.722563 + Penalty 2681.451527 = -296563.271037
  nChanged 13
		SP:Iteration 38Q (14711.380000 sec): 3 clusters
  Score: Raw -299250.241224 + Penalty 2681.451527 = -296568.789697
  nChanged 15
		SP:Iteration 39Q (14711.540000 sec): 3 clusters
  Score: Raw -299254.998096 + Penalty 2681.451527 = -296573.546569
  nChanged 13
		SP:Iteration 40F (14711.700000 sec): 3 clusters
  Score: Raw -299258.799286 + Penalty 2681.451527 = -296577.347759
  nChanged 11
		SP:Iteration 41Q (14711.870000 sec): 3 clusters
  Score: Raw -299263.318724 + Penalty 2681.451527 = -296581.867197
  nChanged 10
		SP:Iteration 42Q (14712.030000 sec): 3 clusters
  Score: Raw -299266.853240 + Penalty 2681.451527 = -296585.401714
  nChanged 11
		SP:Iteration 43Q (14712.190000 sec): 3 clusters
  Score: Raw -299272.546046 + Penalty 2681.451527 = -296591.094519
  nChanged 13
		SP:Iteration 44Q (14712.360000 sec): 3 clusters
  Score: Raw -299276.085248 + Penalty 2681.451527 = -296594.633722
  nChanged 13
		SP:Iteration 45Q (14712.520000 sec): 3 clusters
  Score: Raw -299282.590233 + Penalty 2681.451527 = -296601.138707
  nChanged 17
		SP:Iteration 46Q (14712.680000 sec): 3 clusters
  Score: Raw -299292.667914 + Penalty 2681.451527 = -296611.216388
  nChanged 22
		SP:Iteration 47Q (14712.850000 sec): 3 clusters
  Score: Raw -299301.893856 + Penalty 2681.451527 = -296620.442330
  nChanged 25
		SP:Iteration 48Q (14713.010000 sec): 3 clusters
  Score: Raw -299317.170308 + Penalty 2681.451527 = -296635.718781
  nChanged 25
		SP:Iteration 49Q (14713.170000 sec): 3 clusters
  Score: Raw -299334.324549 + Penalty 2681.451527 = -296652.873022
  nChanged 29
		SP:Iteration 50Q (14713.340000 sec): 3 clusters
  Score: Raw -299351.789136 + Penalty 2681.451527 = -296670.337609
  nChanged 25
		SP:Iteration 51Q (14713.500000 sec): 3 clusters
  Score: Raw -299369.244298 + Penalty 2681.451527 = -296687.792771
  nChanged 23
		SP:Iteration 52Q (14713.660000 sec): 3 clusters
  Score: Raw -299380.610001 + Penalty 2681.451527 = -296699.158474
  nChanged 21
		SP:Iteration 53Q (14713.830000 sec): 3 clusters
  Score: Raw -299389.386214 + Penalty 2681.451527 = -296707.934687
  nChanged 13
		SP:Iteration 54Q (14713.990000 sec): 3 clusters
  Score: Raw -299393.409228 + Penalty 2681.451527 = -296711.957701
  nChanged 14
		SP:Iteration 55Q (14714.170000 sec): 3 clusters
  Score: Raw -299398.105026 + Penalty 2681.451527 = -296716.653500
  nChanged 11
		SP:Iteration 56Q (14714.320000 sec): 3 clusters
  Score: Raw -299402.185238 + Penalty 2681.451527 = -296720.733711
  nChanged 15
		SP:Iteration 57Q (14714.500000 sec): 3 clusters
  Score: Raw -299406.870865 + Penalty 2681.451527 = -296725.419338
  nChanged 12
		SP:Iteration 58Q (14714.670000 sec): 3 clusters
  Score: Raw -299411.380050 + Penalty 2681.451527 = -296729.928523
  nChanged 9
		SP:Iteration 59Q (14714.850000 sec): 3 clusters
  Score: Raw -299415.467038 + Penalty 2681.451527 = -296734.015511
  nChanged 14
		SP:Iteration 60F (14715.030000 sec): 3 clusters
  Score: Raw -299419.001359 + Penalty 2681.451527 = -296737.549832
  nChanged 10
		SP:Iteration 61Q (14715.200000 sec): 3 clusters
  Score: Raw -299421.183886 + Penalty 2681.451527 = -296739.732359
  nChanged 5
		SP:Iteration 62Q (14715.370000 sec): 3 clusters
  Score: Raw -299422.309647 + Penalty 2681.451527 = -296740.858120
  nChanged 1
		SP:Iteration 63Q (14715.550000 sec): 3 clusters
  Score: Raw -299422.638413 + Penalty 2681.451527 = -296741.186886
  nChanged 1
		SP:Iteration 64Q (14715.730000 sec): 3 clusters
  Score: Raw -299422.790666 + Penalty 2681.451527 = -296741.339139
  nChanged 1
		SP:Iteration 65Q (14715.900000 sec): 3 clusters
  Score: Raw -299422.989323 + Penalty 2681.451527 = -296741.537797
  nChanged 2
		SP:Iteration 66Q (14716.080000 sec): 3 clusters
  Score: Raw -299423.447577 + Penalty 2681.451527 = -296741.996050
  nChanged 1
		SP:Iteration 67Q (14716.250000 sec): 3 clusters
  Score: Raw -299423.719910 + Penalty 2681.451527 = -296742.268383
  nChanged 1
		SP:Iteration 68Q (14716.430000 sec): 3 clusters
  Score: Raw -299423.915283 + Penalty 2681.451527 = -296742.463756
  nChanged 0
		SP:Iteration 69F (14716.610000 sec): 3 clusters
  Score: Raw -299423.915283 + Penalty 2681.451527 = -296742.463756
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (10899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14716.750000 sec): 2 clusters
  Score: Raw -1064165.677379 + Penalty 1510.669277 = -1062655.008102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14717.010000 sec): 3 clusters
  Score: Raw -1057955.410382 + Penalty 3021.338554 = -1054934.071828
  nChanged 4741
		SP:Iteration 1F (14717.220000 sec): 3 clusters
  Score: Raw -1060731.959475 + Penalty 3021.338554 = -1057710.620921
  nChanged 809
		SP:Iteration 2F (14717.440000 sec): 3 clusters
  Score: Raw -1061216.997848 + Penalty 3021.338554 = -1058195.659294
  nChanged 765
		SP:Iteration 3F (14717.660000 sec): 3 clusters
  Score: Raw -1061688.852885 + Penalty 3021.338554 = -1058667.514330
  nChanged 690
		SP:Iteration 4F (14717.810000 sec): 3 clusters
  Score: Raw -1062107.830000 + Penalty 3021.338554 = -1059086.491445
  nChanged 603
		SP:Iteration 5F (14718.060000 sec): 3 clusters
  Score: Raw -1062470.734293 + Penalty 3021.338554 = -1059449.395739
  nChanged 524
		SP:Iteration 6Q (14718.320000 sec): 3 clusters
  Score: Raw -1062800.338387 + Penalty 3021.338554 = -1059778.999833
  nChanged 466
		SP:Iteration 7Q (14718.570000 sec): 3 clusters
  Score: Raw -1063091.053437 + Penalty 3021.338554 = -1060069.714883
  nChanged 401
		SP:Iteration 8Q (14718.800000 sec): 3 clusters
  Score: Raw -1063323.056975 + Penalty 3021.338554 = -1060301.718421
  nChanged 328
		SP:Iteration 9Q (14719.060000 sec): 3 clusters
  Score: Raw -1063519.996181 + Penalty 3021.338554 = -1060498.657626
  nChanged 275
		SP:Iteration 10Q (14719.320000 sec): 3 clusters
  Score: Raw -1063677.859361 + Penalty 3021.338554 = -1060656.520807
  nChanged 209
		SP:Iteration 11Q (14719.580000 sec): 3 clusters
  Score: Raw -1063789.723129 + Penalty 3021.338554 = -1060768.384575
  nChanged 165
		SP:Iteration 12Q (14719.840000 sec): 3 clusters
  Score: Raw -1063869.885284 + Penalty 3021.338554 = -1060848.546730
  nChanged 127
		SP:Iteration 13Q (14720.100000 sec): 3 clusters
  Score: Raw -1063926.559967 + Penalty 3021.338554 = -1060905.221413
  nChanged 127
		SP:Iteration 14Q (14720.310000 sec): 3 clusters
  Score: Raw -1063983.628950 + Penalty 3021.338554 = -1060962.290396
  nChanged 123
		SP:Iteration 15Q (14720.530000 sec): 3 clusters
  Score: Raw -1064049.290838 + Penalty 3021.338554 = -1061027.952283
  nChanged 116
		SP:Iteration 16Q (14720.750000 sec): 3 clusters
  Score: Raw -1064107.178130 + Penalty 3021.338554 = -1061085.839576
  nChanged 91
		SP:Iteration 17Q (14720.970000 sec): 3 clusters
  Score: Raw -1064150.621516 + Penalty 3021.338554 = -1061129.282962
  nChanged 77
		SP:Iteration 18Q (14721.190000 sec): 3 clusters
  Score: Raw -1064186.532146 + Penalty 3021.338554 = -1061165.193592
  nChanged 72
		SP:Iteration 19Q (14721.410000 sec): 3 clusters
  Score: Raw -1064218.522106 + Penalty 3021.338554 = -1061197.183551
  nChanged 59
		SP:Iteration 20F (14721.630000 sec): 3 clusters
  Score: Raw -1064245.021338 + Penalty 3021.338554 = -1061223.682783
  nChanged 50
		SP:Iteration 21Q (14721.770000 sec): 3 clusters
  Score: Raw -1064271.467110 + Penalty 3021.338554 = -1061250.128556
  nChanged 39
		SP:Iteration 22Q (14722.030000 sec): 3 clusters
  Score: Raw -1064286.968387 + Penalty 3021.338554 = -1061265.629833
  nChanged 28
		SP:Iteration 23Q (14722.180000 sec): 3 clusters
  Score: Raw -1064300.299895 + Penalty 3021.338554 = -1061278.961340
  nChanged 30
		SP:Iteration 24Q (14722.330000 sec): 3 clusters
  Score: Raw -1064316.531482 + Penalty 3021.338554 = -1061295.192927
  nChanged 33
		SP:Iteration 25Q (14722.570000 sec): 3 clusters
  Score: Raw -1064330.838842 + Penalty 3021.338554 = -1061309.500288
  nChanged 28
		SP:Iteration 26Q (14722.790000 sec): 3 clusters
  Score: Raw -1064340.695326 + Penalty 3021.338554 = -1061319.356772
  nChanged 14
		SP:Iteration 27Q (14723.010000 sec): 3 clusters
  Score: Raw -1064347.063469 + Penalty 3021.338554 = -1061325.724915
  nChanged 14
		SP:Iteration 28Q (14723.230000 sec): 3 clusters
  Score: Raw -1064351.414688 + Penalty 3021.338554 = -1061330.076134
  nChanged 15
		SP:Iteration 29Q (14723.450000 sec): 3 clusters
  Score: Raw -1064358.377087 + Penalty 3021.338554 = -1061337.038533
  nChanged 16
		SP:Iteration 30Q (14723.670000 sec): 3 clusters
  Score: Raw -1064365.026630 + Penalty 3021.338554 = -1061343.688076
  nChanged 19
		SP:Iteration 31Q (14723.890000 sec): 3 clusters
  Score: Raw -1064372.656706 + Penalty 3021.338554 = -1061351.318152
  nChanged 17
		SP:Iteration 32Q (14724.110000 sec): 3 clusters
  Score: Raw -1064379.920746 + Penalty 3021.338554 = -1061358.582191
  nChanged 13
		SP:Iteration 33Q (14724.330000 sec): 3 clusters
  Score: Raw -1064384.333220 + Penalty 3021.338554 = -1061362.994666
  nChanged 4
		SP:Iteration 34Q (14724.540000 sec): 3 clusters
  Score: Raw -1064385.498014 + Penalty 3021.338554 = -1061364.159460
  nChanged 3
		SP:Iteration 35Q (14724.800000 sec): 3 clusters
  Score: Raw -1064386.545384 + Penalty 3021.338554 = -1061365.206829
  nChanged 2
		SP:Iteration 36Q (14725.060000 sec): 3 clusters
  Score: Raw -1064386.873122 + Penalty 3021.338554 = -1061365.534568
  nChanged 1
		SP:Iteration 37Q (14725.320000 sec): 3 clusters
  Score: Raw -1064387.097456 + Penalty 3021.338554 = -1061365.758902
  nChanged 0
		SP:Iteration 38F (14725.530000 sec): 3 clusters
  Score: Raw -1064387.097456 + Penalty 3021.338554 = -1061365.758902
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (10097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14725.660000 sec): 2 clusters
  Score: Raw -918302.827141 + Penalty 1498.248965 = -916804.578177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14725.890000 sec): 3 clusters
  Score: Raw -912702.697819 + Penalty 2996.497929 = -909706.199890
  nChanged 4385
		SP:Iteration 1F (14726.110000 sec): 3 clusters
  Score: Raw -915230.313787 + Penalty 2996.497929 = -912233.815857
  nChanged 766
		SP:Iteration 2F (14726.340000 sec): 3 clusters
  Score: Raw -915669.616550 + Penalty 2996.497929 = -912673.118620
  nChanged 662
		SP:Iteration 3F (14726.560000 sec): 3 clusters
  Score: Raw -916100.711845 + Penalty 2996.497929 = -913104.213915
  nChanged 697
		SP:Iteration 4F (14726.790000 sec): 3 clusters
  Score: Raw -916585.042327 + Penalty 2996.497929 = -913588.544398
  nChanged 651
		SP:Iteration 5F (14727.050000 sec): 3 clusters
  Score: Raw -916997.750364 + Penalty 2996.497929 = -914001.252434
  nChanged 512
		SP:Iteration 6F (14727.270000 sec): 3 clusters
  Score: Raw -917300.069137 + Penalty 2996.497929 = -914303.571208
  nChanged 398
		SP:Iteration 7Q (14727.500000 sec): 3 clusters
  Score: Raw -917524.750944 + Penalty 2996.497929 = -914528.253015
  nChanged 316
		SP:Iteration 8Q (14727.730000 sec): 3 clusters
  Score: Raw -917696.762703 + Penalty 2996.497929 = -914700.264773
  nChanged 248
		SP:Iteration 9Q (14727.950000 sec): 3 clusters
  Score: Raw -917821.564319 + Penalty 2996.497929 = -914825.066390
  nChanged 194
		SP:Iteration 10Q (14728.180000 sec): 3 clusters
  Score: Raw -917926.636920 + Penalty 2996.497929 = -914930.138990
  nChanged 169
		SP:Iteration 11Q (14728.400000 sec): 3 clusters
  Score: Raw -918031.001658 + Penalty 2996.497929 = -915034.503728
  nChanged 160
		SP:Iteration 12Q (14728.630000 sec): 3 clusters
  Score: Raw -918130.546098 + Penalty 2996.497929 = -915134.048168
  nChanged 134
		SP:Iteration 13Q (14728.860000 sec): 3 clusters
  Score: Raw -918201.141453 + Penalty 2996.497929 = -915204.643524
  nChanged 116
		SP:Iteration 14Q (14729.040000 sec): 3 clusters
  Score: Raw -918266.062883 + Penalty 2996.497929 = -915269.564953
  nChanged 98
		SP:Iteration 15Q (14729.220000 sec): 3 clusters
  Score: Raw -918322.594653 + Penalty 2996.497929 = -915326.096724
  nChanged 85
		SP:Iteration 16Q (14729.450000 sec): 3 clusters
  Score: Raw -918371.935765 + Penalty 2996.497929 = -915375.437836
  nChanged 71
		SP:Iteration 17Q (14729.640000 sec): 3 clusters
  Score: Raw -918422.693439 + Penalty 2996.497929 = -915426.195510
  nChanged 75
		SP:Iteration 18Q (14729.870000 sec): 3 clusters
  Score: Raw -918479.960856 + Penalty 2996.497929 = -915483.462927
  nChanged 64
		SP:Iteration 19Q (14730.050000 sec): 3 clusters
  Score: Raw -918519.828794 + Penalty 2996.497929 = -915523.330865
  nChanged 54
		SP:Iteration 20F (14730.320000 sec): 3 clusters
  Score: Raw -918553.310150 + Penalty 2996.497929 = -915556.812220
  nChanged 45
		SP:Iteration 21Q (14730.500000 sec): 3 clusters
  Score: Raw -918574.377761 + Penalty 2996.497929 = -915577.879831
  nChanged 37
		SP:Iteration 22Q (14730.720000 sec): 3 clusters
  Score: Raw -918592.149547 + Penalty 2996.497929 = -915595.651618
  nChanged 19
		SP:Iteration 23Q (14730.940000 sec): 3 clusters
  Score: Raw -918600.775813 + Penalty 2996.497929 = -915604.277883
  nChanged 16
		SP:Iteration 24Q (14731.170000 sec): 3 clusters
  Score: Raw -918606.950432 + Penalty 2996.497929 = -915610.452502
  nChanged 14
		SP:Iteration 25Q (14731.430000 sec): 3 clusters
  Score: Raw -918614.802029 + Penalty 2996.497929 = -915618.304100
  nChanged 20
		SP:Iteration 26Q (14731.580000 sec): 3 clusters
  Score: Raw -918623.049040 + Penalty 2996.497929 = -915626.551110
  nChanged 20
		SP:Iteration 27Q (14731.800000 sec): 3 clusters
  Score: Raw -918635.531110 + Penalty 2996.497929 = -915639.033180
  nChanged 18
		SP:Iteration 28Q (14732.020000 sec): 3 clusters
  Score: Raw -918646.971706 + Penalty 2996.497929 = -915650.473777
  nChanged 16
		SP:Iteration 29Q (14732.240000 sec): 3 clusters
  Score: Raw -918654.200823 + Penalty 2996.497929 = -915657.702894
  nChanged 11
		SP:Iteration 30Q (14732.460000 sec): 3 clusters
  Score: Raw -918657.111166 + Penalty 2996.497929 = -915660.613237
  nChanged 6
		SP:Iteration 31Q (14732.680000 sec): 3 clusters
  Score: Raw -918658.891550 + Penalty 2996.497929 = -915662.393621
  nChanged 3
		SP:Iteration 32Q (14732.860000 sec): 3 clusters
  Score: Raw -918659.513005 + Penalty 2996.497929 = -915663.015076
  nChanged 5
		SP:Iteration 33Q (14733.050000 sec): 3 clusters
  Score: Raw -918661.125333 + Penalty 2996.497929 = -915664.627403
  nChanged 2
		SP:Iteration 34Q (14733.280000 sec): 3 clusters
  Score: Raw -918661.792519 + Penalty 2996.497929 = -915665.294590
  nChanged 1
		SP:Iteration 35Q (14733.460000 sec): 3 clusters
  Score: Raw -918661.986785 + Penalty 2996.497929 = -915665.488855
  nChanged 1
		SP:Iteration 36Q (14733.640000 sec): 3 clusters
  Score: Raw -918662.421476 + Penalty 2996.497929 = -915665.923547
  nChanged 1
		SP:Iteration 37Q (14733.820000 sec): 3 clusters
  Score: Raw -918662.648290 + Penalty 2996.497929 = -915666.150361
  nChanged 1
		SP:Iteration 38Q (14734.060000 sec): 3 clusters
  Score: Raw -918663.085253 + Penalty 2996.497929 = -915666.587323
  nChanged 0
		SP:Iteration 39F (14734.280000 sec): 3 clusters
  Score: Raw -918663.085253 + Penalty 2996.497929 = -915666.587323
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (20094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14734.500000 sec): 2 clusters
  Score: Raw -1902864.272474 + Penalty 1610.078688 = -1901254.193786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14734.820000 sec): 3 clusters
  Score: Raw -1890717.600797 + Penalty 3220.157376 = -1887497.443421
  nChanged 9123
		SP:Iteration 1F (14735.140000 sec): 3 clusters
  Score: Raw -1895829.394373 + Penalty 3220.157376 = -1892609.236997
  nChanged 1108
		SP:Iteration 2F (14735.450000 sec): 3 clusters
  Score: Raw -1896256.633585 + Penalty 3220.157376 = -1893036.476209
  nChanged 1020
		SP:Iteration 3F (14735.770000 sec): 3 clusters
  Score: Raw -1896662.422877 + Penalty 3220.157376 = -1893442.265501
  nChanged 1047
		SP:Iteration 4F (14736.080000 sec): 3 clusters
  Score: Raw -1897116.939606 + Penalty 3220.157376 = -1893896.782230
  nChanged 1083
		SP:Iteration 5F (14736.400000 sec): 3 clusters
  Score: Raw -1897588.232103 + Penalty 3220.157376 = -1894368.074727
  nChanged 1035
		SP:Iteration 6F (14736.720000 sec): 3 clusters
  Score: Raw -1898054.456918 + Penalty 3220.157376 = -1894834.299542
  nChanged 1003
		SP:Iteration 7Q (14737.040000 sec): 3 clusters
  Score: Raw -1898533.589732 + Penalty 3220.157376 = -1895313.432356
  nChanged 955
		SP:Iteration 8Q (14737.350000 sec): 3 clusters
  Score: Raw -1898982.551045 + Penalty 3220.157376 = -1895762.393668
  nChanged 864
		SP:Iteration 9Q (14737.670000 sec): 3 clusters
  Score: Raw -1899403.995013 + Penalty 3220.157376 = -1896183.837637
  nChanged 818
		SP:Iteration 10Q (14737.990000 sec): 3 clusters
  Score: Raw -1899829.558527 + Penalty 3220.157376 = -1896609.401151
  nChanged 787
		SP:Iteration 11Q (14738.310000 sec): 3 clusters
  Score: Raw -1900321.527006 + Penalty 3220.157376 = -1897101.369630
  nChanged 816
		SP:Iteration 12Q (14738.630000 sec): 3 clusters
  Score: Raw -1900884.006048 + Penalty 3220.157376 = -1897663.848672
  nChanged 724
		SP:Iteration 13Q (14738.950000 sec): 3 clusters
  Score: Raw -1901411.694400 + Penalty 3220.157376 = -1898191.537024
  nChanged 642
		SP:Iteration 14Q (14739.260000 sec): 3 clusters
  Score: Raw -1901898.859484 + Penalty 3220.157376 = -1898678.702108
  nChanged 487
		SP:Iteration 15Q (14739.590000 sec): 3 clusters
  Score: Raw -1902257.104020 + Penalty 3220.157376 = -1899036.946644
  nChanged 345
		SP:Iteration 16Q (14739.910000 sec): 3 clusters
  Score: Raw -1902499.438289 + Penalty 3220.157376 = -1899279.280913
  nChanged 241
		SP:Iteration 17Q (14740.230000 sec): 3 clusters
  Score: Raw -1902673.741751 + Penalty 3220.157376 = -1899453.584375
  nChanged 184
		SP:Iteration 18Q (14740.590000 sec): 3 clusters
  Score: Raw -1902821.812904 + Penalty 3220.157376 = -1899601.655528
  nChanged 125
		SP:Iteration 19Q (14740.910000 sec): 3 clusters
  Score: Raw -1902931.404726 + Penalty 3220.157376 = -1899711.247350
  nChanged 94
		SP:Iteration 20F (14741.270000 sec): 3 clusters
  Score: Raw -1903008.093831 + Penalty 3220.157376 = -1899787.936455
  nChanged 63
		SP:Iteration 21Q (14741.590000 sec): 3 clusters
  Score: Raw -1903053.439293 + Penalty 3220.157376 = -1899833.281917
  nChanged 42
		SP:Iteration 22Q (14741.900000 sec): 3 clusters
  Score: Raw -1903082.309431 + Penalty 3220.157376 = -1899862.152055
  nChanged 28
		SP:Iteration 23Q (14742.260000 sec): 3 clusters
  Score: Raw -1903099.462366 + Penalty 3220.157376 = -1899879.304990
  nChanged 14
		SP:Iteration 24Q (14742.620000 sec): 3 clusters
  Score: Raw -1903108.000464 + Penalty 3220.157376 = -1899887.843087
  nChanged 9
		SP:Iteration 25Q (14742.970000 sec): 3 clusters
  Score: Raw -1903114.828065 + Penalty 3220.157376 = -1899894.670689
  nChanged 10
		SP:Iteration 26Q (14743.280000 sec): 3 clusters
  Score: Raw -1903120.538682 + Penalty 3220.157376 = -1899900.381306
  nChanged 8
		SP:Iteration 27Q (14743.600000 sec): 3 clusters
  Score: Raw -1903125.046569 + Penalty 3220.157376 = -1899904.889193
  nChanged 11
		SP:Iteration 28Q (14743.960000 sec): 3 clusters
  Score: Raw -1903133.352052 + Penalty 3220.157376 = -1899913.194676
  nChanged 18
		SP:Iteration 29Q (14744.270000 sec): 3 clusters
  Score: Raw -1903150.991300 + Penalty 3220.157376 = -1899930.833924
  nChanged 21
		SP:Iteration 30Q (14744.630000 sec): 3 clusters
  Score: Raw -1903168.589983 + Penalty 3220.157376 = -1899948.432606
  nChanged 14
		SP:Iteration 31Q (14744.940000 sec): 3 clusters
  Score: Raw -1903177.419345 + Penalty 3220.157376 = -1899957.261969
  nChanged 6
		SP:Iteration 32Q (14745.300000 sec): 3 clusters
  Score: Raw -1903179.656754 + Penalty 3220.157376 = -1899959.499378
  nChanged 6
		SP:Iteration 33Q (14745.620000 sec): 3 clusters
  Score: Raw -1903185.231546 + Penalty 3220.157376 = -1899965.074170
  nChanged 7
		SP:Iteration 34Q (14745.970000 sec): 3 clusters
  Score: Raw -1903189.683292 + Penalty 3220.157376 = -1899969.525916
  nChanged 7
		SP:Iteration 35Q (14746.330000 sec): 3 clusters
  Score: Raw -1903193.129999 + Penalty 3220.157376 = -1899972.972623
  nChanged 1
		SP:Iteration 36Q (14746.640000 sec): 3 clusters
  Score: Raw -1903193.568083 + Penalty 3220.157376 = -1899973.410707
  nChanged 1
		SP:Iteration 37Q (14746.960000 sec): 3 clusters
  Score: Raw -1903193.866760 + Penalty 3220.157376 = -1899973.709384
  nChanged 0
		SP:Iteration 38F (14747.310000 sec): 3 clusters
  Score: Raw -1903193.866760 + Penalty 3220.157376 = -1899973.709384
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (4850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14747.420000 sec): 2 clusters
  Score: Raw -390503.667568 + Penalty 1379.094272 = -389124.573295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14747.600000 sec): 3 clusters
  Score: Raw -388014.953322 + Penalty 2758.188545 = -385256.764777
  nChanged 1956
		SP:Iteration 1F (14747.780000 sec): 3 clusters
  Score: Raw -389201.647786 + Penalty 2758.188545 = -386443.459241
  nChanged 396
		SP:Iteration 2F (14747.950000 sec): 3 clusters
  Score: Raw -389471.252692 + Penalty 2758.188545 = -386713.064148
  nChanged 302
		SP:Iteration 3F (14748.130000 sec): 3 clusters
  Score: Raw -389671.762143 + Penalty 2758.188545 = -386913.573599
  nChanged 260
		SP:Iteration 4F (14748.300000 sec): 3 clusters
  Score: Raw -389920.303885 + Penalty 2758.188545 = -387162.115340
  nChanged 285
		SP:Iteration 5F (14748.480000 sec): 3 clusters
  Score: Raw -390180.420314 + Penalty 2758.188545 = -387422.231770
  nChanged 274
		SP:Iteration 6F (14748.660000 sec): 3 clusters
  Score: Raw -390427.800514 + Penalty 2758.188545 = -387669.611969
  nChanged 255
		SP:Iteration 7F (14748.830000 sec): 3 clusters
  Score: Raw -390637.894693 + Penalty 2758.188545 = -387879.706149
  nChanged 229
		SP:Iteration 8Q (14749.000000 sec): 3 clusters
  Score: Raw -390840.947629 + Penalty 2758.188545 = -388082.759084
  nChanged 196
		SP:Iteration 9Q (14749.180000 sec): 3 clusters
  Score: Raw -391030.000188 + Penalty 2758.188545 = -388271.811643
  nChanged 178
		SP:Iteration 10Q (14749.360000 sec): 3 clusters
  Score: Raw -391172.850686 + Penalty 2758.188545 = -388414.662141
  nChanged 144
		SP:Iteration 11Q (14749.530000 sec): 3 clusters
  Score: Raw -391299.335045 + Penalty 2758.188545 = -388541.146500
  nChanged 129
		SP:Iteration 12Q (14749.710000 sec): 3 clusters
  Score: Raw -391428.201018 + Penalty 2758.188545 = -388670.012473
  nChanged 125
		SP:Iteration 13Q (14749.880000 sec): 3 clusters
  Score: Raw -391565.186664 + Penalty 2758.188545 = -388806.998119
  nChanged 128
		SP:Iteration 14Q (14750.060000 sec): 3 clusters
  Score: Raw -391698.545267 + Penalty 2758.188545 = -388940.356722
  nChanged 124
		SP:Iteration 15Q (14750.230000 sec): 3 clusters
  Score: Raw -391820.928645 + Penalty 2758.188545 = -389062.740101
  nChanged 80
		SP:Iteration 16Q (14750.400000 sec): 3 clusters
  Score: Raw -391875.884984 + Penalty 2758.188545 = -389117.696439
  nChanged 49
		SP:Iteration 17Q (14750.560000 sec): 3 clusters
  Score: Raw -391910.885230 + Penalty 2758.188545 = -389152.696685
  nChanged 42
		SP:Iteration 18Q (14750.720000 sec): 3 clusters
  Score: Raw -391933.491146 + Penalty 2758.188545 = -389175.302601
  nChanged 22
		SP:Iteration 19Q (14750.890000 sec): 3 clusters
  Score: Raw -391942.366650 + Penalty 2758.188545 = -389184.178105
  nChanged 21
		SP:Iteration 20F (14751.050000 sec): 3 clusters
  Score: Raw -391951.076248 + Penalty 2758.188545 = -389192.887703
  nChanged 20
		SP:Iteration 21Q (14751.210000 sec): 3 clusters
  Score: Raw -391960.090743 + Penalty 2758.188545 = -389201.902198
  nChanged 14
		SP:Iteration 22Q (14751.380000 sec): 3 clusters
  Score: Raw -391964.029534 + Penalty 2758.188545 = -389205.840989
  nChanged 7
		SP:Iteration 23Q (14751.540000 sec): 3 clusters
  Score: Raw -391965.466590 + Penalty 2758.188545 = -389207.278045
  nChanged 1
		SP:Iteration 24Q (14751.710000 sec): 3 clusters
  Score: Raw -391965.788794 + Penalty 2758.188545 = -389207.600250
  nChanged 0
		SP:Iteration 25F (14751.890000 sec): 3 clusters
  Score: Raw -391965.788794 + Penalty 2758.188545 = -389207.600250
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 103.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14752.040000 sec): 2 clusters
  Score: Raw -80729.394344 + Penalty 1136.514108 = -79592.880236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14752.160000 sec): 3 clusters
  Score: Raw -80415.944135 + Penalty 2273.028217 = -78142.915918
  nChanged 348
		SP:Iteration 1F (14752.240000 sec): 3 clusters
  Score: Raw -80764.273968 + Penalty 2273.028217 = -78491.245751
  nChanged 82
		SP:Iteration 2F (14752.270000 sec): 3 clusters
  Score: Raw -80910.193727 + Penalty 2273.028217 = -78637.165510
  nChanged 77
		SP:Iteration 3F (14752.300000 sec): 3 clusters
  Score: Raw -81054.482738 + Penalty 2273.028217 = -78781.454521
  nChanged 60
		SP:Iteration 4F (14752.320000 sec): 3 clusters
  Score: Raw -81150.674848 + Penalty 2273.028217 = -78877.646631
  nChanged 42
		SP:Iteration 5Q (14752.350000 sec): 3 clusters
  Score: Raw -81213.861971 + Penalty 2273.028217 = -78940.833754
  nChanged 31
		SP:Iteration 6Q (14752.370000 sec): 3 clusters
  Score: Raw -81286.500081 + Penalty 2273.028217 = -79013.471864
  nChanged 27
		SP:Iteration 7Q (14752.400000 sec): 3 clusters
  Score: Raw -81332.311001 + Penalty 2273.028217 = -79059.282784
  nChanged 29
		SP:Iteration 8Q (14752.420000 sec): 3 clusters
  Score: Raw -81363.584386 + Penalty 2273.028217 = -79090.556169
  nChanged 15
		SP:Iteration 9Q (14752.440000 sec): 3 clusters
  Score: Raw -81378.930540 + Penalty 2273.028217 = -79105.902323
  nChanged 8
		SP:Iteration 10Q (14752.470000 sec): 3 clusters
  Score: Raw -81383.178605 + Penalty 2273.028217 = -79110.150388
  nChanged 4
		SP:Iteration 11Q (14752.500000 sec): 3 clusters
  Score: Raw -81386.133129 + Penalty 2273.028217 = -79113.104912
  nChanged 4
		SP:Iteration 12Q (14752.520000 sec): 3 clusters
  Score: Raw -81388.958399 + Penalty 2273.028217 = -79115.930182
  nChanged 7
		SP:Iteration 13Q (14752.540000 sec): 3 clusters
  Score: Raw -81393.136170 + Penalty 2273.028217 = -79120.107953
  nChanged 4
		SP:Iteration 14Q (14752.570000 sec): 3 clusters
  Score: Raw -81395.306073 + Penalty 2273.028217 = -79122.277856
  nChanged 3
		SP:Iteration 15Q (14752.600000 sec): 3 clusters
  Score: Raw -81397.178736 + Penalty 2273.028217 = -79124.150519
  nChanged 4
		SP:Iteration 16Q (14752.620000 sec): 3 clusters
  Score: Raw -81399.203041 + Penalty 2273.028217 = -79126.174824
  nChanged 3
		SP:Iteration 17Q (14752.640000 sec): 3 clusters
  Score: Raw -81400.220292 + Penalty 2273.028217 = -79127.192075
  nChanged 2
		SP:Iteration 18Q (14752.670000 sec): 3 clusters
  Score: Raw -81403.727613 + Penalty 2273.028217 = -79130.699396
  nChanged 4
		SP:Iteration 19Q (14752.700000 sec): 3 clusters
  Score: Raw -81410.124428 + Penalty 2273.028217 = -79137.096211
  nChanged 4
		SP:Iteration 20F (14752.720000 sec): 3 clusters
  Score: Raw -81416.569650 + Penalty 2273.028217 = -79143.541433
  nChanged 7
		SP:Iteration 21Q (14752.740000 sec): 3 clusters
  Score: Raw -81422.199471 + Penalty 2273.028217 = -79149.171254
  nChanged 3
		SP:Iteration 22Q (14752.770000 sec): 3 clusters
  Score: Raw -81426.406041 + Penalty 2273.028217 = -79153.377824
  nChanged 3
		SP:Iteration 23Q (14752.800000 sec): 3 clusters
  Score: Raw -81428.137393 + Penalty 2273.028217 = -79155.109176
  nChanged 4
		SP:Iteration 24Q (14752.820000 sec): 3 clusters
  Score: Raw -81431.732701 + Penalty 2273.028217 = -79158.704484
  nChanged 5
		SP:Iteration 25Q (14752.840000 sec): 3 clusters
  Score: Raw -81435.262591 + Penalty 2273.028217 = -79162.234374
  nChanged 3
		SP:Iteration 26Q (14752.870000 sec): 3 clusters
  Score: Raw -81436.628524 + Penalty 2273.028217 = -79163.600308
  nChanged 3
		SP:Iteration 27Q (14752.900000 sec): 3 clusters
  Score: Raw -81438.120038 + Penalty 2273.028217 = -79165.091821
  nChanged 2
		SP:Iteration 28Q (14752.920000 sec): 3 clusters
  Score: Raw -81439.104598 + Penalty 2273.028217 = -79166.076381
  nChanged 1
		SP:Iteration 29Q (14752.940000 sec): 3 clusters
  Score: Raw -81440.860767 + Penalty 2273.028217 = -79167.832551
  nChanged 1
		SP:Iteration 30Q (14752.970000 sec): 3 clusters
  Score: Raw -81443.790966 + Penalty 2273.028217 = -79170.762750
  nChanged 3
		SP:Iteration 31Q (14753.000000 sec): 3 clusters
  Score: Raw -81446.561918 + Penalty 2273.028217 = -79173.533701
  nChanged 4
		SP:Iteration 32Q (14753.020000 sec): 3 clusters
  Score: Raw -81450.325150 + Penalty 2273.028217 = -79177.296933
  nChanged 2
		SP:Iteration 33Q (14753.040000 sec): 3 clusters
  Score: Raw -81451.267796 + Penalty 2273.028217 = -79178.239579
  nChanged 2
		SP:Iteration 34Q (14753.070000 sec): 3 clusters
  Score: Raw -81452.722924 + Penalty 2273.028217 = -79179.694707
  nChanged 3
		SP:Iteration 35Q (14753.100000 sec): 3 clusters
  Score: Raw -81454.660710 + Penalty 2273.028217 = -79181.632493
  nChanged 3
		SP:Iteration 36Q (14753.120000 sec): 3 clusters
  Score: Raw -81457.699228 + Penalty 2273.028217 = -79184.671011
  nChanged 2
		SP:Iteration 37Q (14753.140000 sec): 3 clusters
  Score: Raw -81461.023121 + Penalty 2273.028217 = -79187.994904
  nChanged 5
		SP:Iteration 38Q (14753.170000 sec): 3 clusters
  Score: Raw -81468.440922 + Penalty 2273.028217 = -79195.412705
  nChanged 4
		SP:Iteration 39Q (14753.200000 sec): 3 clusters
  Score: Raw -81471.317584 + Penalty 2273.028217 = -79198.289367
  nChanged 1
		SP:Iteration 40F (14753.220000 sec): 3 clusters
  Score: Raw -81471.652164 + Penalty 2273.028217 = -79198.623947
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (7168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14753.340000 sec): 2 clusters
  Score: Raw -632162.396795 + Penalty 1442.574568 = -630719.822228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14753.560000 sec): 3 clusters
  Score: Raw -628408.408093 + Penalty 2885.149135 = -625523.258957
  nChanged 3046
		SP:Iteration 1F (14753.760000 sec): 3 clusters
  Score: Raw -630689.016928 + Penalty 2885.149135 = -627803.867793
  nChanged 675
		SP:Iteration 2F (14753.950000 sec): 3 clusters
  Score: Raw -631271.691244 + Penalty 2885.149135 = -628386.542109
  nChanged 548
		SP:Iteration 3F (14754.160000 sec): 3 clusters
  Score: Raw -631726.552083 + Penalty 2885.149135 = -628841.402948
  nChanged 444
		SP:Iteration 4F (14754.360000 sec): 3 clusters
  Score: Raw -632027.694194 + Penalty 2885.149135 = -629142.545058
  nChanged 321
		SP:Iteration 5Q (14754.590000 sec): 3 clusters
  Score: Raw -632216.364867 + Penalty 2885.149135 = -629331.215732
  nChanged 242
		SP:Iteration 6Q (14754.790000 sec): 3 clusters
  Score: Raw -632333.814891 + Penalty 2885.149135 = -629448.665755
  nChanged 172
		SP:Iteration 7Q (14754.990000 sec): 3 clusters
  Score: Raw -632405.189756 + Penalty 2885.149135 = -629520.040621
  nChanged 141
		SP:Iteration 8Q (14755.190000 sec): 3 clusters
  Score: Raw -632449.626068 + Penalty 2885.149135 = -629564.476933
  nChanged 86
		SP:Iteration 9Q (14755.390000 sec): 3 clusters
  Score: Raw -632480.536951 + Penalty 2885.149135 = -629595.387816
  nChanged 76
		SP:Iteration 10Q (14755.590000 sec): 3 clusters
  Score: Raw -632508.895277 + Penalty 2885.149135 = -629623.746142
  nChanged 89
		SP:Iteration 11Q (14755.790000 sec): 3 clusters
  Score: Raw -632535.511751 + Penalty 2885.149135 = -629650.362616
  nChanged 73
		SP:Iteration 12Q (14755.990000 sec): 3 clusters
  Score: Raw -632554.587550 + Penalty 2885.149135 = -629669.438415
  nChanged 51
		SP:Iteration 13Q (14756.190000 sec): 3 clusters
  Score: Raw -632566.940928 + Penalty 2885.149135 = -629681.791793
  nChanged 50
		SP:Iteration 14Q (14756.390000 sec): 3 clusters
  Score: Raw -632581.451834 + Penalty 2885.149135 = -629696.302699
  nChanged 39
		SP:Iteration 15Q (14756.600000 sec): 3 clusters
  Score: Raw -632590.524553 + Penalty 2885.149135 = -629705.375418
  nChanged 30
		SP:Iteration 16Q (14756.800000 sec): 3 clusters
  Score: Raw -632595.352627 + Penalty 2885.149135 = -629710.203492
  nChanged 16
		SP:Iteration 17Q (14757.000000 sec): 3 clusters
  Score: Raw -632599.029427 + Penalty 2885.149135 = -629713.880292
  nChanged 24
		SP:Iteration 18Q (14757.200000 sec): 3 clusters
  Score: Raw -632603.771527 + Penalty 2885.149135 = -629718.622392
  nChanged 15
		SP:Iteration 19Q (14757.400000 sec): 3 clusters
  Score: Raw -632606.274734 + Penalty 2885.149135 = -629721.125599
  nChanged 10
		SP:Iteration 20F (14757.600000 sec): 3 clusters
  Score: Raw -632608.630235 + Penalty 2885.149135 = -629723.481099
  nChanged 13
		SP:Iteration 21Q (14757.810000 sec): 3 clusters
  Score: Raw -632610.150645 + Penalty 2885.149135 = -629725.001510
  nChanged 8
		SP:Iteration 22Q (14757.990000 sec): 3 clusters
  Score: Raw -632611.534691 + Penalty 2885.149135 = -629726.385556
  nChanged 10
		SP:Iteration 23Q (14758.200000 sec): 3 clusters
  Score: Raw -632613.247427 + Penalty 2885.149135 = -629728.098292
  nChanged 12
		SP:Iteration 24Q (14758.430000 sec): 3 clusters
  Score: Raw -632615.410826 + Penalty 2885.149135 = -629730.261691
  nChanged 14
		SP:Iteration 25Q (14758.600000 sec): 3 clusters
  Score: Raw -632618.180667 + Penalty 2885.149135 = -629733.031532
  nChanged 15
		SP:Iteration 26Q (14758.800000 sec): 3 clusters
  Score: Raw -632621.553604 + Penalty 2885.149135 = -629736.404469
  nChanged 17
		SP:Iteration 27Q (14758.990000 sec): 3 clusters
  Score: Raw -632624.836801 + Penalty 2885.149135 = -629739.687665
  nChanged 15
		SP:Iteration 28Q (14759.100000 sec): 3 clusters
  Score: Raw -632627.647845 + Penalty 2885.149135 = -629742.498710
  nChanged 12
		SP:Iteration 29Q (14759.280000 sec): 3 clusters
  Score: Raw -632630.174530 + Penalty 2885.149135 = -629745.025394
  nChanged 15
		SP:Iteration 30Q (14759.480000 sec): 3 clusters
  Score: Raw -632632.713175 + Penalty 2885.149135 = -629747.564040
  nChanged 15
		SP:Iteration 31Q (14759.690000 sec): 3 clusters
  Score: Raw -632636.846780 + Penalty 2885.149135 = -629751.697645
  nChanged 21
		SP:Iteration 32Q (14759.890000 sec): 3 clusters
  Score: Raw -632641.149850 + Penalty 2885.149135 = -629756.000715
  nChanged 14
		SP:Iteration 33Q (14760.090000 sec): 3 clusters
  Score: Raw -632645.261615 + Penalty 2885.149135 = -629760.112480
  nChanged 17
		SP:Iteration 34Q (14760.290000 sec): 3 clusters
  Score: Raw -632649.825133 + Penalty 2885.149135 = -629764.675998
  nChanged 27
		SP:Iteration 35Q (14760.490000 sec): 3 clusters
  Score: Raw -632656.619797 + Penalty 2885.149135 = -629771.470661
  nChanged 15
		SP:Iteration 36Q (14760.690000 sec): 3 clusters
  Score: Raw -632661.096579 + Penalty 2885.149135 = -629775.947444
  nChanged 22
		SP:Iteration 37Q (14760.890000 sec): 3 clusters
  Score: Raw -632668.853895 + Penalty 2885.149135 = -629783.704760
  nChanged 30
		SP:Iteration 38Q (14761.100000 sec): 3 clusters
  Score: Raw -632677.145679 + Penalty 2885.149135 = -629791.996544
  nChanged 24
		SP:Iteration 39Q (14761.300000 sec): 3 clusters
  Score: Raw -632682.167242 + Penalty 2885.149135 = -629797.018107
  nChanged 19
		SP:Iteration 40F (14761.500000 sec): 3 clusters
  Score: Raw -632685.792440 + Penalty 2885.149135 = -629800.643305
  nChanged 17
		SP:Iteration 41Q (14761.700000 sec): 3 clusters
  Score: Raw -632690.435229 + Penalty 2885.149135 = -629805.286094
  nChanged 15
		SP:Iteration 42Q (14761.890000 sec): 3 clusters
  Score: Raw -632694.018544 + Penalty 2885.149135 = -629808.869408
  nChanged 16
		SP:Iteration 43Q (14762.090000 sec): 3 clusters
  Score: Raw -632697.241904 + Penalty 2885.149135 = -629812.092769
  nChanged 14
		SP:Iteration 44Q (14762.280000 sec): 3 clusters
  Score: Raw -632698.898504 + Penalty 2885.149135 = -629813.749369
  nChanged 12
		SP:Iteration 45Q (14762.470000 sec): 3 clusters
  Score: Raw -632700.251108 + Penalty 2885.149135 = -629815.101973
  nChanged 6
		SP:Iteration 46Q (14762.670000 sec): 3 clusters
  Score: Raw -632701.158684 + Penalty 2885.149135 = -629816.009548
  nChanged 5
		SP:Iteration 47Q (14762.870000 sec): 3 clusters
  Score: Raw -632702.215759 + Penalty 2885.149135 = -629817.066624
  nChanged 5
		SP:Iteration 48Q (14763.050000 sec): 3 clusters
  Score: Raw -632702.808962 + Penalty 2885.149135 = -629817.659826
  nChanged 4
		SP:Iteration 49Q (14763.240000 sec): 3 clusters
  Score: Raw -632703.840482 + Penalty 2885.149135 = -629818.691347
  nChanged 3
		SP:Iteration 50Q (14763.440000 sec): 3 clusters
  Score: Raw -632704.302995 + Penalty 2885.149135 = -629819.153860
  nChanged 2
		SP:Iteration 51Q (14763.640000 sec): 3 clusters
  Score: Raw -632704.621709 + Penalty 2885.149135 = -629819.472574
  nChanged 1
		SP:Iteration 52Q (14763.840000 sec): 3 clusters
  Score: Raw -632704.691040 + Penalty 2885.149135 = -629819.541904
  nChanged 1
		SP:Iteration 53Q (14764.040000 sec): 3 clusters
  Score: Raw -632704.770995 + Penalty 2885.149135 = -629819.621860
  nChanged 2
		SP:Iteration 54Q (14764.240000 sec): 3 clusters
  Score: Raw -632705.033063 + Penalty 2885.149135 = -629819.883927
  nChanged 3
		SP:Iteration 55Q (14764.440000 sec): 3 clusters
  Score: Raw -632705.317799 + Penalty 2885.149135 = -629820.168663
  nChanged 2
		SP:Iteration 56Q (14764.630000 sec): 3 clusters
  Score: Raw -632705.548560 + Penalty 2885.149135 = -629820.399425
  nChanged 3
		SP:Iteration 57Q (14764.740000 sec): 3 clusters
  Score: Raw -632705.883682 + Penalty 2885.149135 = -629820.734546
  nChanged 5
		SP:Iteration 58Q (14764.930000 sec): 3 clusters
  Score: Raw -632707.110061 + Penalty 2885.149135 = -629821.960926
  nChanged 7
		SP:Iteration 59Q (14765.130000 sec): 3 clusters
  Score: Raw -632708.646337 + Penalty 2885.149135 = -629823.497202
  nChanged 6
		SP:Iteration 60F (14765.340000 sec): 3 clusters
  Score: Raw -632710.010656 + Penalty 2885.149135 = -629824.861521
  nChanged 11
		SP:Iteration 61Q (14765.540000 sec): 3 clusters
  Score: Raw -632711.267705 + Penalty 2885.149135 = -629826.118570
  nChanged 10
		SP:Iteration 62Q (14765.740000 sec): 3 clusters
  Score: Raw -632713.007175 + Penalty 2885.149135 = -629827.858039
  nChanged 14
		SP:Iteration 63Q (14765.940000 sec): 3 clusters
  Score: Raw -632715.314681 + Penalty 2885.149135 = -629830.165546
  nChanged 9
		SP:Iteration 64Q (14766.180000 sec): 3 clusters
  Score: Raw -632716.843766 + Penalty 2885.149135 = -629831.694630
  nChanged 16
		SP:Iteration 65Q (14766.390000 sec): 3 clusters
  Score: Raw -632720.379308 + Penalty 2885.149135 = -629835.230172
  nChanged 17
		SP:Iteration 66Q (14766.580000 sec): 3 clusters
  Score: Raw -632723.771795 + Penalty 2885.149135 = -629838.622660
  nChanged 13
		SP:Iteration 67Q (14766.680000 sec): 3 clusters
  Score: Raw -632726.639464 + Penalty 2885.149135 = -629841.490328
  nChanged 15
		SP:Iteration 68Q (14766.860000 sec): 3 clusters
  Score: Raw -632729.530330 + Penalty 2885.149135 = -629844.381194
  nChanged 11
		SP:Iteration 69Q (14767.070000 sec): 3 clusters
  Score: Raw -632731.426830 + Penalty 2885.149135 = -629846.277695
  nChanged 12
		SP:Iteration 70Q (14767.270000 sec): 3 clusters
  Score: Raw -632733.994874 + Penalty 2885.149135 = -629848.845739
  nChanged 14
		SP:Iteration 71Q (14767.470000 sec): 3 clusters
  Score: Raw -632737.264436 + Penalty 2885.149135 = -629852.115301
  nChanged 18
		SP:Iteration 72Q (14767.670000 sec): 3 clusters
  Score: Raw -632740.844530 + Penalty 2885.149135 = -629855.695395
  nChanged 17
		SP:Iteration 73Q (14767.880000 sec): 3 clusters
  Score: Raw -632743.643993 + Penalty 2885.149135 = -629858.494858
  nChanged 19
		SP:Iteration 74Q (14768.080000 sec): 3 clusters
  Score: Raw -632747.817299 + Penalty 2885.149135 = -629862.668163
  nChanged 21
		SP:Iteration 75Q (14768.280000 sec): 3 clusters
  Score: Raw -632752.307917 + Penalty 2885.149135 = -629867.158781
  nChanged 15
		SP:Iteration 76Q (14768.480000 sec): 3 clusters
  Score: Raw -632755.856049 + Penalty 2885.149135 = -629870.706914
  nChanged 16
		SP:Iteration 77Q (14768.670000 sec): 3 clusters
  Score: Raw -632758.455757 + Penalty 2885.149135 = -629873.306621
  nChanged 19
		SP:Iteration 78Q (14768.870000 sec): 3 clusters
  Score: Raw -632761.737020 + Penalty 2885.149135 = -629876.587884
  nChanged 18
		SP:Iteration 79Q (14769.080000 sec): 3 clusters
  Score: Raw -632765.643356 + Penalty 2885.149135 = -629880.494221
  nChanged 23
		SP:Iteration 80F (14769.280000 sec): 3 clusters
  Score: Raw -632771.372303 + Penalty 2885.149135 = -629886.223168
  nChanged 20
		SP:Iteration 81Q (14769.490000 sec): 3 clusters
  Score: Raw -632775.905949 + Penalty 2885.149135 = -629890.756814
  nChanged 18
		SP:Iteration 82Q (14769.690000 sec): 3 clusters
  Score: Raw -632780.925022 + Penalty 2885.149135 = -629895.775887
  nChanged 17
		SP:Iteration 83Q (14769.930000 sec): 3 clusters
  Score: Raw -632786.174986 + Penalty 2885.149135 = -629901.025850
  nChanged 17
		SP:Iteration 84Q (14770.090000 sec): 3 clusters
  Score: Raw -632788.551985 + Penalty 2885.149135 = -629903.402850
  nChanged 12
		SP:Iteration 85Q (14770.290000 sec): 3 clusters
  Score: Raw -632791.678353 + Penalty 2885.149135 = -629906.529218
  nChanged 18
		SP:Iteration 86Q (14770.490000 sec): 3 clusters
  Score: Raw -632796.482124 + Penalty 2885.149135 = -629911.332989
  nChanged 17
		SP:Iteration 87Q (14770.690000 sec): 3 clusters
  Score: Raw -632800.320559 + Penalty 2885.149135 = -629915.171423
  nChanged 19
		SP:Iteration 88Q (14770.900000 sec): 3 clusters
  Score: Raw -632803.897600 + Penalty 2885.149135 = -629918.748465
  nChanged 14
		SP:Iteration 89Q (14771.100000 sec): 3 clusters
  Score: Raw -632807.877399 + Penalty 2885.149135 = -629922.728264
  nChanged 12
		SP:Iteration 90Q (14771.300000 sec): 3 clusters
  Score: Raw -632810.905328 + Penalty 2885.149135 = -629925.756193
  nChanged 13
		SP:Iteration 91Q (14771.500000 sec): 3 clusters
  Score: Raw -632813.507108 + Penalty 2885.149135 = -629928.357973
  nChanged 10
		SP:Iteration 92Q (14771.700000 sec): 3 clusters
  Score: Raw -632814.864153 + Penalty 2885.149135 = -629929.715018
  nChanged 8
		SP:Iteration 93Q (14771.900000 sec): 3 clusters
  Score: Raw -632816.164115 + Penalty 2885.149135 = -629931.014980
  nChanged 8
		SP:Iteration 94Q (14772.110000 sec): 3 clusters
  Score: Raw -632817.822682 + Penalty 2885.149135 = -629932.673547
  nChanged 10
		SP:Iteration 95Q (14772.310000 sec): 3 clusters
  Score: Raw -632819.742777 + Penalty 2885.149135 = -629934.593641
  nChanged 11
		SP:Iteration 96Q (14772.590000 sec): 3 clusters
  Score: Raw -632821.832885 + Penalty 2885.149135 = -629936.683749
  nChanged 8
		SP:Iteration 97Q (14772.710000 sec): 3 clusters
  Score: Raw -632823.275120 + Penalty 2885.149135 = -629938.125985
  nChanged 10
		SP:Iteration 98Q (14772.920000 sec): 3 clusters
  Score: Raw -632825.484162 + Penalty 2885.149135 = -629940.335027
  nChanged 10
		SP:Iteration 99Q (14773.120000 sec): 3 clusters
  Score: Raw -632826.828115 + Penalty 2885.149135 = -629941.678980
  nChanged 5
		SP:Iteration 100F (14773.320000 sec): 3 clusters
  Score: Raw -632827.501573 + Penalty 2885.149135 = -629942.352438
  nChanged 6
		SP:Iteration 101Q (14773.520000 sec): 3 clusters
  Score: Raw -632828.521898 + Penalty 2885.149135 = -629943.372763
  nChanged 9
		SP:Iteration 102Q (14773.720000 sec): 3 clusters
  Score: Raw -632830.667268 + Penalty 2885.149135 = -629945.518133
  nChanged 13
		SP:Iteration 103Q (14773.930000 sec): 3 clusters
  Score: Raw -632833.483383 + Penalty 2885.149135 = -629948.334247
  nChanged 8
		SP:Iteration 104Q (14774.130000 sec): 3 clusters
  Score: Raw -632835.019862 + Penalty 2885.149135 = -629949.870727
  nChanged 7
		SP:Iteration 105Q (14774.330000 sec): 3 clusters
  Score: Raw -632836.595506 + Penalty 2885.149135 = -629951.446371
  nChanged 7
		SP:Iteration 106Q (14774.530000 sec): 3 clusters
  Score: Raw -632838.582631 + Penalty 2885.149135 = -629953.433496
  nChanged 5
		SP:Iteration 107Q (14774.730000 sec): 3 clusters
  Score: Raw -632839.183976 + Penalty 2885.149135 = -629954.034841
  nChanged 8
		SP:Iteration 108Q (14774.940000 sec): 3 clusters
  Score: Raw -632840.200442 + Penalty 2885.149135 = -629955.051306
  nChanged 8
		SP:Iteration 109Q (14775.140000 sec): 3 clusters
  Score: Raw -632841.906172 + Penalty 2885.149135 = -629956.757037
  nChanged 9
		SP:Iteration 110Q (14775.340000 sec): 3 clusters
  Score: Raw -632843.520016 + Penalty 2885.149135 = -629958.370880
  nChanged 8
		SP:Iteration 111Q (14775.540000 sec): 3 clusters
  Score: Raw -632845.500253 + Penalty 2885.149135 = -629960.351118
  nChanged 5
		SP:Iteration 112Q (14775.740000 sec): 3 clusters
  Score: Raw -632847.105975 + Penalty 2885.149135 = -629961.956840
  nChanged 12
		SP:Iteration 113Q (14775.940000 sec): 3 clusters
  Score: Raw -632849.372369 + Penalty 2885.149135 = -629964.223234
  nChanged 13
		SP:Iteration 114Q (14776.150000 sec): 3 clusters
  Score: Raw -632851.816567 + Penalty 2885.149135 = -629966.667432
  nChanged 12
		SP:Iteration 115Q (14776.350000 sec): 3 clusters
  Score: Raw -632854.193210 + Penalty 2885.149135 = -629969.044075
  nChanged 10
		SP:Iteration 116Q (14776.550000 sec): 3 clusters
  Score: Raw -632856.474561 + Penalty 2885.149135 = -629971.325426
  nChanged 9
		SP:Iteration 117Q (14776.760000 sec): 3 clusters
  Score: Raw -632857.780171 + Penalty 2885.149135 = -629972.631035
  nChanged 4
		SP:Iteration 118Q (14776.960000 sec): 3 clusters
  Score: Raw -632858.272984 + Penalty 2885.149135 = -629973.123849
  nChanged 5
		SP:Iteration 119Q (14777.160000 sec): 3 clusters
  Score: Raw -632859.178271 + Penalty 2885.149135 = -629974.029135
  nChanged 5
		SP:Iteration 120F (14777.360000 sec): 3 clusters
  Score: Raw -632859.829825 + Penalty 2885.149135 = -629974.680690
  nChanged 1
		SP:Iteration 121Q (14777.570000 sec): 3 clusters
  Score: Raw -632859.882737 + Penalty 2885.149135 = -629974.733601
  nChanged 0
		SP:Iteration 122F (14777.760000 sec): 3 clusters
  Score: Raw -632859.882737 + Penalty 2885.149135 = -629974.733601
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (2769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14777.870000 sec): 2 clusters
  Score: Raw -184160.256075 + Penalty 1288.014248 = -182872.241828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14778.040000 sec): 3 clusters
  Score: Raw -182893.394701 + Penalty 2576.028495 = -180317.366206
  nChanged 1065
		SP:Iteration 1F (14778.220000 sec): 3 clusters
  Score: Raw -183703.702952 + Penalty 2576.028495 = -181127.674457
  nChanged 305
		SP:Iteration 2F (14778.270000 sec): 3 clusters
  Score: Raw -184097.238884 + Penalty 2576.028495 = -181521.210389
  nChanged 236
		SP:Iteration 3F (14778.320000 sec): 3 clusters
  Score: Raw -184441.343571 + Penalty 2576.028495 = -181865.315076
  nChanged 209
		SP:Iteration 4F (14778.380000 sec): 3 clusters
  Score: Raw -184667.764347 + Penalty 2576.028495 = -182091.735852
  nChanged 145
		SP:Iteration 5F (14778.430000 sec): 3 clusters
  Score: Raw -184782.016279 + Penalty 2576.028495 = -182205.987784
  nChanged 96
		SP:Iteration 6Q (14778.480000 sec): 3 clusters
  Score: Raw -184847.718441 + Penalty 2576.028495 = -182271.689946
  nChanged 66
		SP:Iteration 7Q (14778.530000 sec): 3 clusters
  Score: Raw -184899.295662 + Penalty 2576.028495 = -182323.267167
  nChanged 47
		SP:Iteration 8Q (14778.580000 sec): 3 clusters
  Score: Raw -184932.936936 + Penalty 2576.028495 = -182356.908441
  nChanged 36
		SP:Iteration 9Q (14778.640000 sec): 3 clusters
  Score: Raw -184949.816673 + Penalty 2576.028495 = -182373.788178
  nChanged 31
		SP:Iteration 10Q (14778.680000 sec): 3 clusters
  Score: Raw -184966.193185 + Penalty 2576.028495 = -182390.164690
  nChanged 24
		SP:Iteration 11Q (14778.740000 sec): 3 clusters
  Score: Raw -184981.023339 + Penalty 2576.028495 = -182404.994844
  nChanged 27
		SP:Iteration 12Q (14778.790000 sec): 3 clusters
  Score: Raw -184997.837207 + Penalty 2576.028495 = -182421.808712
  nChanged 20
		SP:Iteration 13Q (14778.840000 sec): 3 clusters
  Score: Raw -185006.748417 + Penalty 2576.028495 = -182430.719921
  nChanged 13
		SP:Iteration 14Q (14778.890000 sec): 3 clusters
  Score: Raw -185011.518335 + Penalty 2576.028495 = -182435.489840
  nChanged 14
		SP:Iteration 15Q (14778.940000 sec): 3 clusters
  Score: Raw -185016.808938 + Penalty 2576.028495 = -182440.780443
  nChanged 10
		SP:Iteration 16Q (14778.990000 sec): 3 clusters
  Score: Raw -185020.393988 + Penalty 2576.028495 = -182444.365493
  nChanged 14
		SP:Iteration 17Q (14779.040000 sec): 3 clusters
  Score: Raw -185024.206198 + Penalty 2576.028495 = -182448.177703
  nChanged 4
		SP:Iteration 18Q (14779.100000 sec): 3 clusters
  Score: Raw -185025.039343 + Penalty 2576.028495 = -182449.010848
  nChanged 5
		SP:Iteration 19Q (14779.150000 sec): 3 clusters
  Score: Raw -185026.765113 + Penalty 2576.028495 = -182450.736618
  nChanged 3
		SP:Iteration 20F (14779.210000 sec): 3 clusters
  Score: Raw -185027.816637 + Penalty 2576.028495 = -182451.788142
  nChanged 2
		SP:Iteration 21Q (14779.250000 sec): 3 clusters
  Score: Raw -185028.059550 + Penalty 2576.028495 = -182452.031055
  nChanged 1
		SP:Iteration 22Q (14779.310000 sec): 3 clusters
  Score: Raw -185028.268592 + Penalty 2576.028495 = -182452.240097
  nChanged 1
		SP:Iteration 23Q (14779.360000 sec): 3 clusters
  Score: Raw -185028.338572 + Penalty 2576.028495 = -182452.310077
  nChanged 0
		SP:Iteration 24F (14779.410000 sec): 3 clusters
  Score: Raw -185028.338572 + Penalty 2576.028495 = -182452.310077
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (3504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14779.480000 sec): 2 clusters
  Score: Raw -280853.663782 + Penalty 1326.269823 = -279527.393959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14779.550000 sec): 3 clusters
  Score: Raw -279133.389295 + Penalty 2652.539647 = -276480.849648
  nChanged 1350
		SP:Iteration 1F (14779.630000 sec): 3 clusters
  Score: Raw -279934.914197 + Penalty 2652.539647 = -277282.374550
  nChanged 294
		SP:Iteration 2F (14779.700000 sec): 3 clusters
  Score: Raw -280143.493163 + Penalty 2652.539647 = -277490.953516
  nChanged 212
		SP:Iteration 3F (14779.780000 sec): 3 clusters
  Score: Raw -280289.711902 + Penalty 2652.539647 = -277637.172255
  nChanged 163
		SP:Iteration 4Q (14779.850000 sec): 3 clusters
  Score: Raw -280426.957781 + Penalty 2652.539647 = -277774.418134
  nChanged 155
		SP:Iteration 5Q (14779.930000 sec): 3 clusters
  Score: Raw -280539.537204 + Penalty 2652.539647 = -277886.997557
  nChanged 139
		SP:Iteration 6Q (14780.000000 sec): 3 clusters
  Score: Raw -280663.362992 + Penalty 2652.539647 = -278010.823345
  nChanged 147
		SP:Iteration 7Q (14780.080000 sec): 3 clusters
  Score: Raw -280796.820732 + Penalty 2652.539647 = -278144.281085
  nChanged 144
		SP:Iteration 8Q (14780.150000 sec): 3 clusters
  Score: Raw -280946.647963 + Penalty 2652.539647 = -278294.108316
  nChanged 127
		SP:Iteration 9Q (14780.230000 sec): 3 clusters
  Score: Raw -281068.832532 + Penalty 2652.539647 = -278416.292885
  nChanged 114
		SP:Iteration 10Q (14780.300000 sec): 3 clusters
  Score: Raw -281183.486317 + Penalty 2652.539647 = -278530.946671
  nChanged 111
		SP:Iteration 11Q (14780.370000 sec): 3 clusters
  Score: Raw -281305.941284 + Penalty 2652.539647 = -278653.401637
  nChanged 124
		SP:Iteration 12Q (14780.450000 sec): 3 clusters
  Score: Raw -281426.323926 + Penalty 2652.539647 = -278773.784279
  nChanged 111
		SP:Iteration 13Q (14780.520000 sec): 3 clusters
  Score: Raw -281522.621623 + Penalty 2652.539647 = -278870.081976
  nChanged 99
		SP:Iteration 14Q (14780.590000 sec): 3 clusters
  Score: Raw -281590.814393 + Penalty 2652.539647 = -278938.274746
  nChanged 101
		SP:Iteration 15Q (14780.660000 sec): 3 clusters
  Score: Raw -281659.729496 + Penalty 2652.539647 = -279007.189850
  nChanged 104
		SP:Iteration 16Q (14780.730000 sec): 3 clusters
  Score: Raw -281752.298841 + Penalty 2652.539647 = -279099.759194
  nChanged 120
		SP:Iteration 17Q (14780.800000 sec): 3 clusters
  Score: Raw -281888.747256 + Penalty 2652.539647 = -279236.207610
  nChanged 128
		SP:Iteration 18Q (14780.870000 sec): 3 clusters
  Score: Raw -282021.951554 + Penalty 2652.539647 = -279369.411907
  nChanged 112
		SP:Iteration 19Q (14780.930000 sec): 3 clusters
  Score: Raw -282131.250009 + Penalty 2652.539647 = -279478.710362
  nChanged 73
		SP:Iteration 20F (14781.010000 sec): 3 clusters
  Score: Raw -282217.149529 + Penalty 2652.539647 = -279564.609883
  nChanged 56
		SP:Iteration 21Q (14781.070000 sec): 3 clusters
  Score: Raw -282278.782433 + Penalty 2652.539647 = -279626.242786
  nChanged 48
		SP:Iteration 22Q (14781.130000 sec): 3 clusters
  Score: Raw -282319.403183 + Penalty 2652.539647 = -279666.863536
  nChanged 34
		SP:Iteration 23Q (14781.210000 sec): 3 clusters
  Score: Raw -282339.992978 + Penalty 2652.539647 = -279687.453331
  nChanged 29
		SP:Iteration 24Q (14781.280000 sec): 3 clusters
  Score: Raw -282354.869443 + Penalty 2652.539647 = -279702.329796
  nChanged 18
		SP:Iteration 25Q (14781.350000 sec): 3 clusters
  Score: Raw -282364.107379 + Penalty 2652.539647 = -279711.567732
  nChanged 19
		SP:Iteration 26Q (14781.410000 sec): 3 clusters
  Score: Raw -282371.005637 + Penalty 2652.539647 = -279718.465990
  nChanged 4
		SP:Iteration 27Q (14781.480000 sec): 3 clusters
  Score: Raw -282371.731973 + Penalty 2652.539647 = -279719.192326
  nChanged 2
		SP:Iteration 28Q (14781.540000 sec): 3 clusters
  Score: Raw -282372.290878 + Penalty 2652.539647 = -279719.751231
  nChanged 0
		SP:Iteration 29F (14781.620000 sec): 3 clusters
  Score: Raw -282372.290878 + Penalty 2652.539647 = -279719.751231
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 104.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (7719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14781.770000 sec): 2 clusters
  Score: Raw -658783.114837 + Penalty 1454.609016 = -657328.505820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14781.970000 sec): 3 clusters
  Score: Raw -654576.905162 + Penalty 2909.218033 = -651667.687129
  nChanged 3191
		SP:Iteration 1F (14782.170000 sec): 3 clusters
  Score: Raw -656439.496919 + Penalty 2909.218033 = -653530.278886
  nChanged 620
		SP:Iteration 2F (14782.370000 sec): 3 clusters
  Score: Raw -656875.116652 + Penalty 2909.218033 = -653965.898620
  nChanged 559
		SP:Iteration 3F (14782.570000 sec): 3 clusters
  Score: Raw -657314.996952 + Penalty 2909.218033 = -654405.778919
  nChanged 499
		SP:Iteration 4F (14782.760000 sec): 3 clusters
  Score: Raw -657707.517240 + Penalty 2909.218033 = -654798.299207
  nChanged 438
		SP:Iteration 5F (14782.960000 sec): 3 clusters
  Score: Raw -658055.093881 + Penalty 2909.218033 = -655145.875848
  nChanged 385
		SP:Iteration 6Q (14783.160000 sec): 3 clusters
  Score: Raw -658348.053483 + Penalty 2909.218033 = -655438.835450
  nChanged 342
		SP:Iteration 7Q (14783.360000 sec): 3 clusters
  Score: Raw -658603.335681 + Penalty 2909.218033 = -655694.117648
  nChanged 302
		SP:Iteration 8Q (14783.560000 sec): 3 clusters
  Score: Raw -658838.753718 + Penalty 2909.218033 = -655929.535685
  nChanged 296
		SP:Iteration 9Q (14783.750000 sec): 3 clusters
  Score: Raw -659040.040071 + Penalty 2909.218033 = -656130.822038
  nChanged 241
		SP:Iteration 10Q (14783.950000 sec): 3 clusters
  Score: Raw -659167.853832 + Penalty 2909.218033 = -656258.635799
  nChanged 156
		SP:Iteration 11Q (14784.150000 sec): 3 clusters
  Score: Raw -659234.192083 + Penalty 2909.218033 = -656324.974050
  nChanged 107
		SP:Iteration 12Q (14784.350000 sec): 3 clusters
  Score: Raw -659278.536326 + Penalty 2909.218033 = -656369.318293
  nChanged 89
		SP:Iteration 13Q (14784.550000 sec): 3 clusters
  Score: Raw -659310.752488 + Penalty 2909.218033 = -656401.534455
  nChanged 80
		SP:Iteration 14Q (14784.750000 sec): 3 clusters
  Score: Raw -659337.899156 + Penalty 2909.218033 = -656428.681123
  nChanged 64
		SP:Iteration 15Q (14784.940000 sec): 3 clusters
  Score: Raw -659359.676995 + Penalty 2909.218033 = -656450.458962
  nChanged 69
		SP:Iteration 16Q (14785.140000 sec): 3 clusters
  Score: Raw -659384.967840 + Penalty 2909.218033 = -656475.749808
  nChanged 73
		SP:Iteration 17Q (14785.340000 sec): 3 clusters
  Score: Raw -659410.473728 + Penalty 2909.218033 = -656501.255695
  nChanged 48
		SP:Iteration 18Q (14785.540000 sec): 3 clusters
  Score: Raw -659425.544472 + Penalty 2909.218033 = -656516.326439
  nChanged 48
		SP:Iteration 19Q (14785.730000 sec): 3 clusters
  Score: Raw -659439.369801 + Penalty 2909.218033 = -656530.151768
  nChanged 40
		SP:Iteration 20F (14785.930000 sec): 3 clusters
  Score: Raw -659452.433200 + Penalty 2909.218033 = -656543.215167
  nChanged 41
		SP:Iteration 21Q (14786.130000 sec): 3 clusters
  Score: Raw -659464.903346 + Penalty 2909.218033 = -656555.685313
  nChanged 42
		SP:Iteration 22Q (14786.330000 sec): 3 clusters
  Score: Raw -659476.735928 + Penalty 2909.218033 = -656567.517895
  nChanged 26
		SP:Iteration 23Q (14786.530000 sec): 3 clusters
  Score: Raw -659486.988550 + Penalty 2909.218033 = -656577.770517
  nChanged 32
		SP:Iteration 24Q (14786.730000 sec): 3 clusters
  Score: Raw -659499.906488 + Penalty 2909.218033 = -656590.688456
  nChanged 32
		SP:Iteration 25Q (14786.930000 sec): 3 clusters
  Score: Raw -659510.214543 + Penalty 2909.218033 = -656600.996510
  nChanged 28
		SP:Iteration 26Q (14787.120000 sec): 3 clusters
  Score: Raw -659516.465733 + Penalty 2909.218033 = -656607.247700
  nChanged 25
		SP:Iteration 27Q (14787.320000 sec): 3 clusters
  Score: Raw -659523.476403 + Penalty 2909.218033 = -656614.258371
  nChanged 23
		SP:Iteration 28Q (14787.520000 sec): 3 clusters
  Score: Raw -659526.965633 + Penalty 2909.218033 = -656617.747600
  nChanged 19
		SP:Iteration 29Q (14787.720000 sec): 3 clusters
  Score: Raw -659531.104754 + Penalty 2909.218033 = -656621.886721
  nChanged 15
		SP:Iteration 30Q (14787.920000 sec): 3 clusters
  Score: Raw -659535.236705 + Penalty 2909.218033 = -656626.018672
  nChanged 21
		SP:Iteration 31Q (14788.110000 sec): 3 clusters
  Score: Raw -659540.531563 + Penalty 2909.218033 = -656631.313531
  nChanged 12
		SP:Iteration 32Q (14788.310000 sec): 3 clusters
  Score: Raw -659543.661840 + Penalty 2909.218033 = -656634.443807
  nChanged 9
		SP:Iteration 33Q (14788.510000 sec): 3 clusters
  Score: Raw -659546.521477 + Penalty 2909.218033 = -656637.303444
  nChanged 9
		SP:Iteration 34Q (14788.710000 sec): 3 clusters
  Score: Raw -659547.951024 + Penalty 2909.218033 = -656638.732991
  nChanged 10
		SP:Iteration 35Q (14788.910000 sec): 3 clusters
  Score: Raw -659550.044447 + Penalty 2909.218033 = -656640.826414
  nChanged 13
		SP:Iteration 36Q (14789.110000 sec): 3 clusters
  Score: Raw -659552.364068 + Penalty 2909.218033 = -656643.146035
  nChanged 12
		SP:Iteration 37Q (14789.300000 sec): 3 clusters
  Score: Raw -659554.732868 + Penalty 2909.218033 = -656645.514835
  nChanged 10
		SP:Iteration 38Q (14789.500000 sec): 3 clusters
  Score: Raw -659556.832156 + Penalty 2909.218033 = -656647.614123
  nChanged 12
		SP:Iteration 39Q (14789.700000 sec): 3 clusters
  Score: Raw -659559.344949 + Penalty 2909.218033 = -656650.126917
  nChanged 12
		SP:Iteration 40F (14789.900000 sec): 3 clusters
  Score: Raw -659561.725003 + Penalty 2909.218033 = -656652.506970
  nChanged 9
		SP:Iteration 41Q (14790.100000 sec): 3 clusters
  Score: Raw -659563.558175 + Penalty 2909.218033 = -656654.340142
  nChanged 9
		SP:Iteration 42Q (14790.290000 sec): 3 clusters
  Score: Raw -659564.833966 + Penalty 2909.218033 = -656655.615933
  nChanged 5
		SP:Iteration 43Q (14790.490000 sec): 3 clusters
  Score: Raw -659565.713720 + Penalty 2909.218033 = -656656.495687
  nChanged 5
		SP:Iteration 44Q (14790.690000 sec): 3 clusters
  Score: Raw -659566.334922 + Penalty 2909.218033 = -656657.116890
  nChanged 4
		SP:Iteration 45Q (14790.890000 sec): 3 clusters
  Score: Raw -659566.676173 + Penalty 2909.218033 = -656657.458140
  nChanged 2
		SP:Iteration 46Q (14791.090000 sec): 3 clusters
  Score: Raw -659566.815049 + Penalty 2909.218033 = -656657.597016
  nChanged 1
		SP:Iteration 47Q (14791.280000 sec): 3 clusters
  Score: Raw -659567.052985 + Penalty 2909.218033 = -656657.834952
  nChanged 2
		SP:Iteration 48Q (14791.480000 sec): 3 clusters
  Score: Raw -659567.371433 + Penalty 2909.218033 = -656658.153400
  nChanged 3
		SP:Iteration 49Q (14791.680000 sec): 3 clusters
  Score: Raw -659568.066072 + Penalty 2909.218033 = -656658.848039
  nChanged 8
		SP:Iteration 50Q (14791.880000 sec): 3 clusters
  Score: Raw -659569.167751 + Penalty 2909.218033 = -656659.949718
  nChanged 3
		SP:Iteration 51Q (14792.080000 sec): 3 clusters
  Score: Raw -659569.499273 + Penalty 2909.218033 = -656660.281240
  nChanged 1
		SP:Iteration 52Q (14792.280000 sec): 3 clusters
  Score: Raw -659569.566248 + Penalty 2909.218033 = -656660.348216
  nChanged 1
		SP:Iteration 53Q (14792.480000 sec): 3 clusters
  Score: Raw -659569.688123 + Penalty 2909.218033 = -656660.470090
  nChanged 1
		SP:Iteration 54Q (14792.670000 sec): 3 clusters
  Score: Raw -659569.933629 + Penalty 2909.218033 = -656660.715596
  nChanged 0
		SP:Iteration 55F (14792.870000 sec): 3 clusters
  Score: Raw -659569.933629 + Penalty 2909.218033 = -656660.715596
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (6751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14792.980000 sec): 2 clusters
  Score: Raw -582666.382492 + Penalty 1432.834962 = -581233.547530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14793.190000 sec): 3 clusters
  Score: Raw -578973.921632 + Penalty 2865.669924 = -576108.251708
  nChanged 2905
		SP:Iteration 1F (14793.400000 sec): 3 clusters
  Score: Raw -580646.131119 + Penalty 2865.669924 = -577780.461194
  nChanged 513
		SP:Iteration 2F (14793.600000 sec): 3 clusters
  Score: Raw -580964.023067 + Penalty 2865.669924 = -578098.353142
  nChanged 425
		SP:Iteration 3F (14793.810000 sec): 3 clusters
  Score: Raw -581225.250346 + Penalty 2865.669924 = -578359.580421
  nChanged 365
		SP:Iteration 4F (14794.010000 sec): 3 clusters
  Score: Raw -581436.503023 + Penalty 2865.669924 = -578570.833098
  nChanged 312
		SP:Iteration 5Q (14794.250000 sec): 3 clusters
  Score: Raw -581622.838199 + Penalty 2865.669924 = -578757.168274
  nChanged 285
		SP:Iteration 6Q (14794.420000 sec): 3 clusters
  Score: Raw -581801.674721 + Penalty 2865.669924 = -578936.004796
  nChanged 278
		SP:Iteration 7Q (14794.630000 sec): 3 clusters
  Score: Raw -581981.356738 + Penalty 2865.669924 = -579115.686813
  nChanged 277
		SP:Iteration 8Q (14794.840000 sec): 3 clusters
  Score: Raw -582194.828356 + Penalty 2865.669924 = -579329.158432
  nChanged 317
		SP:Iteration 9Q (14795.030000 sec): 3 clusters
  Score: Raw -582505.952307 + Penalty 2865.669924 = -579640.282383
  nChanged 336
		SP:Iteration 10Q (14795.200000 sec): 3 clusters
  Score: Raw -582863.262195 + Penalty 2865.669924 = -579997.592271
  nChanged 343
		SP:Iteration 11F (14795.410000 sec): 3 clusters
  Score: Raw -583252.780173 + Penalty 2865.669924 = -580387.110249
  nChanged 305
		SP:Iteration 12Q (14795.610000 sec): 3 clusters
  Score: Raw -583526.110182 + Penalty 2865.669924 = -580660.440258
  nChanged 243
		SP:Iteration 13Q (14795.820000 sec): 3 clusters
  Score: Raw -583704.928704 + Penalty 2865.669924 = -580839.258780
  nChanged 155
		SP:Iteration 14Q (14796.020000 sec): 3 clusters
  Score: Raw -583796.891387 + Penalty 2865.669924 = -580931.221462
  nChanged 106
		SP:Iteration 15Q (14796.230000 sec): 3 clusters
  Score: Raw -583849.093830 + Penalty 2865.669924 = -580983.423905
  nChanged 76
		SP:Iteration 16Q (14796.430000 sec): 3 clusters
  Score: Raw -583885.174307 + Penalty 2865.669924 = -581019.504383
  nChanged 67
		SP:Iteration 17Q (14796.640000 sec): 3 clusters
  Score: Raw -583916.602160 + Penalty 2865.669924 = -581050.932236
  nChanged 57
		SP:Iteration 18Q (14796.840000 sec): 3 clusters
  Score: Raw -583937.862372 + Penalty 2865.669924 = -581072.192448
  nChanged 41
		SP:Iteration 19Q (14797.040000 sec): 3 clusters
  Score: Raw -583950.984232 + Penalty 2865.669924 = -581085.314308
  nChanged 31
		SP:Iteration 20F (14797.250000 sec): 3 clusters
  Score: Raw -583959.910424 + Penalty 2865.669924 = -581094.240500
  nChanged 29
		SP:Iteration 21Q (14797.450000 sec): 3 clusters
  Score: Raw -583967.799614 + Penalty 2865.669924 = -581102.129690
  nChanged 17
		SP:Iteration 22Q (14797.660000 sec): 3 clusters
  Score: Raw -583971.429422 + Penalty 2865.669924 = -581105.759498
  nChanged 13
		SP:Iteration 23Q (14797.800000 sec): 3 clusters
  Score: Raw -583974.198116 + Penalty 2865.669924 = -581108.528192
  nChanged 10
		SP:Iteration 24Q (14797.900000 sec): 3 clusters
  Score: Raw -583976.386506 + Penalty 2865.669924 = -581110.716581
  nChanged 11
		SP:Iteration 25Q (14798.000000 sec): 3 clusters
  Score: Raw -583978.652795 + Penalty 2865.669924 = -581112.982870
  nChanged 9
		SP:Iteration 26Q (14798.110000 sec): 3 clusters
  Score: Raw -583979.899005 + Penalty 2865.669924 = -581114.229080
  nChanged 2
		SP:Iteration 27Q (14798.210000 sec): 3 clusters
  Score: Raw -583980.404128 + Penalty 2865.669924 = -581114.734204
  nChanged 1
		SP:Iteration 28Q (14798.310000 sec): 3 clusters
  Score: Raw -583980.450715 + Penalty 2865.669924 = -581114.780791
  nChanged 0
		SP:Iteration 29F (14798.420000 sec): 3 clusters
  Score: Raw -583980.450715 + Penalty 2865.669924 = -581114.780791
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (4309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14798.490000 sec): 2 clusters
  Score: Raw -385190.304213 + Penalty 1359.874935 = -383830.429278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14798.580000 sec): 3 clusters
  Score: Raw -382983.146540 + Penalty 2719.749870 = -380263.396670
  nChanged 1731
		SP:Iteration 1F (14798.670000 sec): 3 clusters
  Score: Raw -383962.565714 + Penalty 2719.749870 = -381242.815844
  nChanged 325
		SP:Iteration 2F (14798.750000 sec): 3 clusters
  Score: Raw -384158.409892 + Penalty 2719.749870 = -381438.660022
  nChanged 251
		SP:Iteration 3F (14798.840000 sec): 3 clusters
  Score: Raw -384323.782142 + Penalty 2719.749870 = -381604.032272
  nChanged 217
		SP:Iteration 4F (14798.920000 sec): 3 clusters
  Score: Raw -384447.876908 + Penalty 2719.749870 = -381728.127038
  nChanged 179
		SP:Iteration 5Q (14799.010000 sec): 3 clusters
  Score: Raw -384552.688998 + Penalty 2719.749870 = -381832.939128
  nChanged 156
		SP:Iteration 6Q (14799.100000 sec): 3 clusters
  Score: Raw -384644.121121 + Penalty 2719.749870 = -381924.371251
  nChanged 158
		SP:Iteration 7Q (14799.180000 sec): 3 clusters
  Score: Raw -384757.965540 + Penalty 2719.749870 = -382038.215670
  nChanged 188
		SP:Iteration 8Q (14799.260000 sec): 3 clusters
  Score: Raw -384916.038153 + Penalty 2719.749870 = -382196.288283
  nChanged 191
		SP:Iteration 9Q (14799.350000 sec): 3 clusters
  Score: Raw -385067.577139 + Penalty 2719.749870 = -382347.827270
  nChanged 158
		SP:Iteration 10Q (14799.430000 sec): 3 clusters
  Score: Raw -385185.467065 + Penalty 2719.749870 = -382465.717195
  nChanged 145
		SP:Iteration 11Q (14799.520000 sec): 3 clusters
  Score: Raw -385280.440674 + Penalty 2719.749870 = -382560.690804
  nChanged 127
		SP:Iteration 12Q (14799.600000 sec): 3 clusters
  Score: Raw -385375.125078 + Penalty 2719.749870 = -382655.375208
  nChanged 127
		SP:Iteration 13Q (14799.690000 sec): 3 clusters
  Score: Raw -385463.793484 + Penalty 2719.749870 = -382744.043615
  nChanged 109
		SP:Iteration 14Q (14799.770000 sec): 3 clusters
  Score: Raw -385526.354679 + Penalty 2719.749870 = -382806.604810
  nChanged 85
		SP:Iteration 15Q (14799.860000 sec): 3 clusters
  Score: Raw -385573.635497 + Penalty 2719.749870 = -382853.885628
  nChanged 80
		SP:Iteration 16Q (14799.940000 sec): 3 clusters
  Score: Raw -385620.136075 + Penalty 2719.749870 = -382900.386206
  nChanged 61
		SP:Iteration 17Q (14800.020000 sec): 3 clusters
  Score: Raw -385652.126949 + Penalty 2719.749870 = -382932.377079
  nChanged 53
		SP:Iteration 18Q (14800.110000 sec): 3 clusters
  Score: Raw -385678.608162 + Penalty 2719.749870 = -382958.858293
  nChanged 51
		SP:Iteration 19Q (14800.240000 sec): 3 clusters
  Score: Raw -385700.797741 + Penalty 2719.749870 = -382981.047871
  nChanged 47
		SP:Iteration 20F (14800.410000 sec): 3 clusters
  Score: Raw -385723.581758 + Penalty 2719.749870 = -383003.831888
  nChanged 42
		SP:Iteration 21Q (14800.570000 sec): 3 clusters
  Score: Raw -385744.472014 + Penalty 2719.749870 = -383024.722144
  nChanged 31
		SP:Iteration 22Q (14800.730000 sec): 3 clusters
  Score: Raw -385760.742580 + Penalty 2719.749870 = -383040.992710
  nChanged 38
		SP:Iteration 23Q (14800.890000 sec): 3 clusters
  Score: Raw -385776.903563 + Penalty 2719.749870 = -383057.153694
  nChanged 28
		SP:Iteration 24Q (14801.050000 sec): 3 clusters
  Score: Raw -385788.643898 + Penalty 2719.749870 = -383068.894028
  nChanged 26
		SP:Iteration 25Q (14801.210000 sec): 3 clusters
  Score: Raw -385802.230095 + Penalty 2719.749870 = -383082.480225
  nChanged 26
		SP:Iteration 26Q (14801.370000 sec): 3 clusters
  Score: Raw -385815.062562 + Penalty 2719.749870 = -383095.312693
  nChanged 20
		SP:Iteration 27Q (14801.530000 sec): 3 clusters
  Score: Raw -385823.709843 + Penalty 2719.749870 = -383103.959973
  nChanged 16
		SP:Iteration 28Q (14801.690000 sec): 3 clusters
  Score: Raw -385830.710389 + Penalty 2719.749870 = -383110.960519
  nChanged 16
		SP:Iteration 29Q (14801.850000 sec): 3 clusters
  Score: Raw -385838.035101 + Penalty 2719.749870 = -383118.285231
  nChanged 10
		SP:Iteration 30Q (14802.010000 sec): 3 clusters
  Score: Raw -385841.786159 + Penalty 2719.749870 = -383122.036289
  nChanged 8
		SP:Iteration 31Q (14802.160000 sec): 3 clusters
  Score: Raw -385845.716711 + Penalty 2719.749870 = -383125.966842
  nChanged 8
		SP:Iteration 32Q (14802.320000 sec): 3 clusters
  Score: Raw -385848.088200 + Penalty 2719.749870 = -383128.338330
  nChanged 6
		SP:Iteration 33Q (14802.480000 sec): 3 clusters
  Score: Raw -385849.970241 + Penalty 2719.749870 = -383130.220371
  nChanged 8
		SP:Iteration 34Q (14802.640000 sec): 3 clusters
  Score: Raw -385852.188427 + Penalty 2719.749870 = -383132.438557
  nChanged 6
		SP:Iteration 35Q (14802.800000 sec): 3 clusters
  Score: Raw -385853.878333 + Penalty 2719.749870 = -383134.128463
  nChanged 5
		SP:Iteration 36Q (14802.960000 sec): 3 clusters
  Score: Raw -385855.353320 + Penalty 2719.749870 = -383135.603450
  nChanged 8
		SP:Iteration 37Q (14803.120000 sec): 3 clusters
  Score: Raw -385857.322875 + Penalty 2719.749870 = -383137.573006
  nChanged 8
		SP:Iteration 38Q (14803.280000 sec): 3 clusters
  Score: Raw -385859.716372 + Penalty 2719.749870 = -383139.966502
  nChanged 8
		SP:Iteration 39Q (14803.440000 sec): 3 clusters
  Score: Raw -385861.851725 + Penalty 2719.749870 = -383142.101856
  nChanged 6
		SP:Iteration 40F (14803.600000 sec): 3 clusters
  Score: Raw -385863.313714 + Penalty 2719.749870 = -383143.563845
  nChanged 6
		SP:Iteration 41Q (14803.760000 sec): 3 clusters
  Score: Raw -385865.307546 + Penalty 2719.749870 = -383145.557676
  nChanged 9
		SP:Iteration 42Q (14803.920000 sec): 3 clusters
  Score: Raw -385868.072553 + Penalty 2719.749870 = -383148.322684
  nChanged 5
		SP:Iteration 43Q (14804.080000 sec): 3 clusters
  Score: Raw -385869.076422 + Penalty 2719.749870 = -383149.326552
  nChanged 5
		SP:Iteration 44Q (14804.240000 sec): 3 clusters
  Score: Raw -385871.054273 + Penalty 2719.749870 = -383151.304403
  nChanged 7
		SP:Iteration 45Q (14804.400000 sec): 3 clusters
  Score: Raw -385873.844552 + Penalty 2719.749870 = -383154.094682
  nChanged 7
		SP:Iteration 46Q (14804.560000 sec): 3 clusters
  Score: Raw -385875.830926 + Penalty 2719.749870 = -383156.081056
  nChanged 5
		SP:Iteration 47Q (14804.720000 sec): 3 clusters
  Score: Raw -385877.492433 + Penalty 2719.749870 = -383157.742564
  nChanged 5
		SP:Iteration 48Q (14804.890000 sec): 3 clusters
  Score: Raw -385878.909889 + Penalty 2719.749870 = -383159.160019
  nChanged 5
		SP:Iteration 49Q (14804.980000 sec): 3 clusters
  Score: Raw -385880.569761 + Penalty 2719.749870 = -383160.819891
  nChanged 5
		SP:Iteration 50Q (14805.060000 sec): 3 clusters
  Score: Raw -385881.547536 + Penalty 2719.749870 = -383161.797666
  nChanged 1
		SP:Iteration 51Q (14805.140000 sec): 3 clusters
  Score: Raw -385881.670660 + Penalty 2719.749870 = -383161.920791
  nChanged 0
		SP:Iteration 52F (14805.230000 sec): 3 clusters
  Score: Raw -385881.670660 + Penalty 2719.749870 = -383161.920791
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (4351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14805.300000 sec): 2 clusters
  Score: Raw -370333.054687 + Penalty 1361.451160 = -368971.603528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14805.390000 sec): 3 clusters
  Score: Raw -368174.862891 + Penalty 2722.902319 = -365451.960572
  nChanged 1720
		SP:Iteration 1F (14805.480000 sec): 3 clusters
  Score: Raw -369311.199382 + Penalty 2722.902319 = -366588.297063
  nChanged 439
		SP:Iteration 2F (14805.560000 sec): 3 clusters
  Score: Raw -369701.717166 + Penalty 2722.902319 = -366978.814846
  nChanged 379
		SP:Iteration 3F (14805.650000 sec): 3 clusters
  Score: Raw -370041.946869 + Penalty 2722.902319 = -367319.044550
  nChanged 291
		SP:Iteration 4F (14805.740000 sec): 3 clusters
  Score: Raw -370302.512171 + Penalty 2722.902319 = -367579.609851
  nChanged 225
		SP:Iteration 5F (14805.820000 sec): 3 clusters
  Score: Raw -370482.581296 + Penalty 2722.902319 = -367759.678977
  nChanged 168
		SP:Iteration 6Q (14805.910000 sec): 3 clusters
  Score: Raw -370609.676962 + Penalty 2722.902319 = -367886.774643
  nChanged 139
		SP:Iteration 7Q (14805.990000 sec): 3 clusters
  Score: Raw -370708.199895 + Penalty 2722.902319 = -367985.297575
  nChanged 114
		SP:Iteration 8Q (14806.080000 sec): 3 clusters
  Score: Raw -370791.187560 + Penalty 2722.902319 = -368068.285241
  nChanged 109
		SP:Iteration 9Q (14806.170000 sec): 3 clusters
  Score: Raw -370861.645231 + Penalty 2722.902319 = -368138.742912
  nChanged 109
		SP:Iteration 10Q (14806.260000 sec): 3 clusters
  Score: Raw -370932.379365 + Penalty 2722.902319 = -368209.477046
  nChanged 78
		SP:Iteration 11Q (14806.340000 sec): 3 clusters
  Score: Raw -370979.309941 + Penalty 2722.902319 = -368256.407621
  nChanged 56
		SP:Iteration 12Q (14806.420000 sec): 3 clusters
  Score: Raw -371010.449239 + Penalty 2722.902319 = -368287.546920
  nChanged 57
		SP:Iteration 13Q (14806.510000 sec): 3 clusters
  Score: Raw -371039.559525 + Penalty 2722.902319 = -368316.657205
  nChanged 42
		SP:Iteration 14Q (14806.600000 sec): 3 clusters
  Score: Raw -371059.751342 + Penalty 2722.902319 = -368336.849023
  nChanged 38
		SP:Iteration 15Q (14806.680000 sec): 3 clusters
  Score: Raw -371075.112361 + Penalty 2722.902319 = -368352.210042
  nChanged 20
		SP:Iteration 16Q (14806.770000 sec): 3 clusters
  Score: Raw -371081.654304 + Penalty 2722.902319 = -368358.751984
  nChanged 16
		SP:Iteration 17Q (14806.850000 sec): 3 clusters
  Score: Raw -371087.511594 + Penalty 2722.902319 = -368364.609274
  nChanged 15
		SP:Iteration 18Q (14806.940000 sec): 3 clusters
  Score: Raw -371091.789780 + Penalty 2722.902319 = -368368.887461
  nChanged 10
		SP:Iteration 19Q (14807.020000 sec): 3 clusters
  Score: Raw -371094.068806 + Penalty 2722.902319 = -368371.166487
  nChanged 6
		SP:Iteration 20F (14807.110000 sec): 3 clusters
  Score: Raw -371096.407481 + Penalty 2722.902319 = -368373.505162
  nChanged 4
		SP:Iteration 21Q (14807.190000 sec): 3 clusters
  Score: Raw -371097.713197 + Penalty 2722.902319 = -368374.810877
  nChanged 5
		SP:Iteration 22Q (14807.280000 sec): 3 clusters
  Score: Raw -371098.657465 + Penalty 2722.902319 = -368375.755146
  nChanged 3
		SP:Iteration 23Q (14807.360000 sec): 3 clusters
  Score: Raw -371099.425340 + Penalty 2722.902319 = -368376.523021
  nChanged 4
		SP:Iteration 24Q (14807.450000 sec): 3 clusters
  Score: Raw -371100.493085 + Penalty 2722.902319 = -368377.590765
  nChanged 3
		SP:Iteration 25Q (14807.530000 sec): 3 clusters
  Score: Raw -371101.443086 + Penalty 2722.902319 = -368378.540767
  nChanged 1
		SP:Iteration 26Q (14807.620000 sec): 3 clusters
  Score: Raw -371101.642369 + Penalty 2722.902319 = -368378.740050
  nChanged 0
		SP:Iteration 27F (14807.700000 sec): 3 clusters
  Score: Raw -371101.642369 + Penalty 2722.902319 = -368378.740050
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (3762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14807.780000 sec): 2 clusters
  Score: Raw -277306.515251 + Penalty 1337.814727 = -275968.700524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14807.850000 sec): 3 clusters
  Score: Raw -275479.453884 + Penalty 2675.629453 = -272803.824431
  nChanged 1483
		SP:Iteration 1F (14807.930000 sec): 3 clusters
  Score: Raw -276545.855808 + Penalty 2675.629453 = -273870.226355
  nChanged 321
		SP:Iteration 2F (14808.010000 sec): 3 clusters
  Score: Raw -276784.311033 + Penalty 2675.629453 = -274108.681580
  nChanged 217
		SP:Iteration 3F (14808.080000 sec): 3 clusters
  Score: Raw -276967.695328 + Penalty 2675.629453 = -274292.065874
  nChanged 183
		SP:Iteration 4Q (14808.160000 sec): 3 clusters
  Score: Raw -277129.546782 + Penalty 2675.629453 = -274453.917329
  nChanged 163
		SP:Iteration 5Q (14808.240000 sec): 3 clusters
  Score: Raw -277285.617334 + Penalty 2675.629453 = -274609.987880
  nChanged 135
		SP:Iteration 6Q (14808.310000 sec): 3 clusters
  Score: Raw -277390.372975 + Penalty 2675.629453 = -274714.743522
  nChanged 121
		SP:Iteration 7Q (14808.380000 sec): 3 clusters
  Score: Raw -277464.107596 + Penalty 2675.629453 = -274788.478143
  nChanged 96
		SP:Iteration 8Q (14808.460000 sec): 3 clusters
  Score: Raw -277524.385364 + Penalty 2675.629453 = -274848.755910
  nChanged 79
		SP:Iteration 9Q (14808.540000 sec): 3 clusters
  Score: Raw -277560.958043 + Penalty 2675.629453 = -274885.328590
  nChanged 59
		SP:Iteration 10Q (14808.610000 sec): 3 clusters
  Score: Raw -277589.569831 + Penalty 2675.629453 = -274913.940377
  nChanged 53
		SP:Iteration 11Q (14808.690000 sec): 3 clusters
  Score: Raw -277615.506736 + Penalty 2675.629453 = -274939.877283
  nChanged 41
		SP:Iteration 12Q (14808.760000 sec): 3 clusters
  Score: Raw -277634.597889 + Penalty 2675.629453 = -274958.968435
  nChanged 39
		SP:Iteration 13Q (14808.840000 sec): 3 clusters
  Score: Raw -277655.885024 + Penalty 2675.629453 = -274980.255570
  nChanged 38
		SP:Iteration 14Q (14808.910000 sec): 3 clusters
  Score: Raw -277672.540152 + Penalty 2675.629453 = -274996.910698
  nChanged 39
		SP:Iteration 15Q (14808.990000 sec): 3 clusters
  Score: Raw -277688.168701 + Penalty 2675.629453 = -275012.539247
  nChanged 37
		SP:Iteration 16Q (14809.100000 sec): 3 clusters
  Score: Raw -277706.778470 + Penalty 2675.629453 = -275031.149016
  nChanged 28
		SP:Iteration 17Q (14809.270000 sec): 3 clusters
  Score: Raw -277718.556272 + Penalty 2675.629453 = -275042.926819
  nChanged 22
		SP:Iteration 18Q (14809.440000 sec): 3 clusters
  Score: Raw -277729.586352 + Penalty 2675.629453 = -275053.956899
  nChanged 27
		SP:Iteration 19Q (14809.620000 sec): 3 clusters
  Score: Raw -277738.668631 + Penalty 2675.629453 = -275063.039178
  nChanged 22
		SP:Iteration 20F (14809.800000 sec): 3 clusters
  Score: Raw -277748.789319 + Penalty 2675.629453 = -275073.159865
  nChanged 15
		SP:Iteration 21Q (14809.970000 sec): 3 clusters
  Score: Raw -277754.345264 + Penalty 2675.629453 = -275078.715811
  nChanged 12
		SP:Iteration 22Q (14810.150000 sec): 3 clusters
  Score: Raw -277758.367998 + Penalty 2675.629453 = -275082.738545
  nChanged 10
		SP:Iteration 23Q (14810.320000 sec): 3 clusters
  Score: Raw -277761.112154 + Penalty 2675.629453 = -275085.482701
  nChanged 6
		SP:Iteration 24Q (14810.500000 sec): 3 clusters
  Score: Raw -277762.540536 + Penalty 2675.629453 = -275086.911083
  nChanged 6
		SP:Iteration 25Q (14810.620000 sec): 3 clusters
  Score: Raw -277763.422879 + Penalty 2675.629453 = -275087.793425
  nChanged 3
		SP:Iteration 26Q (14810.700000 sec): 3 clusters
  Score: Raw -277764.362859 + Penalty 2675.629453 = -275088.733405
  nChanged 7
		SP:Iteration 27Q (14810.780000 sec): 3 clusters
  Score: Raw -277765.764172 + Penalty 2675.629453 = -275090.134718
  nChanged 2
		SP:Iteration 28Q (14810.850000 sec): 3 clusters
  Score: Raw -277766.235058 + Penalty 2675.629453 = -275090.605605
  nChanged 2
		SP:Iteration 29Q (14810.920000 sec): 3 clusters
  Score: Raw -277766.944812 + Penalty 2675.629453 = -275091.315359
  nChanged 1
		SP:Iteration 30Q (14811.000000 sec): 3 clusters
  Score: Raw -277767.117959 + Penalty 2675.629453 = -275091.488506
  nChanged 1
		SP:Iteration 31Q (14811.080000 sec): 3 clusters
  Score: Raw -277767.217790 + Penalty 2675.629453 = -275091.588337
  nChanged 0
		SP:Iteration 32F (14811.150000 sec): 3 clusters
  Score: Raw -277767.217790 + Penalty 2675.629453 = -275091.588337
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (7801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14811.260000 sec): 2 clusters
  Score: Raw -646717.420446 + Penalty 1456.326172 = -645261.094275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14811.480000 sec): 3 clusters
  Score: Raw -642491.902782 + Penalty 2912.652343 = -639579.250439
  nChanged 3281
		SP:Iteration 1F (14811.680000 sec): 3 clusters
  Score: Raw -644515.338230 + Penalty 2912.652343 = -641602.685887
  nChanged 644
		SP:Iteration 2F (14811.880000 sec): 3 clusters
  Score: Raw -644984.490516 + Penalty 2912.652343 = -642071.838173
  nChanged 568
		SP:Iteration 3F (14812.070000 sec): 3 clusters
  Score: Raw -645375.504954 + Penalty 2912.652343 = -642462.852611
  nChanged 512
		SP:Iteration 4F (14812.270000 sec): 3 clusters
  Score: Raw -645709.790705 + Penalty 2912.652343 = -642797.138362
  nChanged 438
		SP:Iteration 5F (14812.470000 sec): 3 clusters
  Score: Raw -645942.703681 + Penalty 2912.652343 = -643030.051338
  nChanged 328
		SP:Iteration 6Q (14812.660000 sec): 3 clusters
  Score: Raw -646090.044835 + Penalty 2912.652343 = -643177.392492
  nChanged 265
		SP:Iteration 7Q (14812.870000 sec): 3 clusters
  Score: Raw -646207.128557 + Penalty 2912.652343 = -643294.476214
  nChanged 217
		SP:Iteration 8Q (14813.070000 sec): 3 clusters
  Score: Raw -646296.648221 + Penalty 2912.652343 = -643383.995878
  nChanged 202
		SP:Iteration 9Q (14813.270000 sec): 3 clusters
  Score: Raw -646390.938780 + Penalty 2912.652343 = -643478.286437
  nChanged 179
		SP:Iteration 10Q (14813.470000 sec): 3 clusters
  Score: Raw -646467.952090 + Penalty 2912.652343 = -643555.299746
  nChanged 153
		SP:Iteration 11Q (14813.670000 sec): 3 clusters
  Score: Raw -646532.184663 + Penalty 2912.652343 = -643619.532320
  nChanged 147
		SP:Iteration 12Q (14813.870000 sec): 3 clusters
  Score: Raw -646589.610786 + Penalty 2912.652343 = -643676.958443
  nChanged 114
		SP:Iteration 13Q (14814.070000 sec): 3 clusters
  Score: Raw -646634.255547 + Penalty 2912.652343 = -643721.603204
  nChanged 107
		SP:Iteration 14Q (14814.280000 sec): 3 clusters
  Score: Raw -646676.178160 + Penalty 2912.652343 = -643763.525817
  nChanged 105
		SP:Iteration 15Q (14814.470000 sec): 3 clusters
  Score: Raw -646729.478621 + Penalty 2912.652343 = -643816.826278
  nChanged 110
		SP:Iteration 16Q (14814.710000 sec): 3 clusters
  Score: Raw -646780.420220 + Penalty 2912.652343 = -643867.767877
  nChanged 115
		SP:Iteration 17Q (14814.920000 sec): 3 clusters
  Score: Raw -646838.714183 + Penalty 2912.652343 = -643926.061840
  nChanged 122
		SP:Iteration 18Q (14815.080000 sec): 3 clusters
  Score: Raw -646903.793896 + Penalty 2912.652343 = -643991.141553
  nChanged 135
		SP:Iteration 19Q (14815.290000 sec): 3 clusters
  Score: Raw -646971.026097 + Penalty 2912.652343 = -644058.373754
  nChanged 117
		SP:Iteration 20F (14815.480000 sec): 3 clusters
  Score: Raw -647036.370266 + Penalty 2912.652343 = -644123.717923
  nChanged 115
		SP:Iteration 21Q (14815.680000 sec): 3 clusters
  Score: Raw -647099.432848 + Penalty 2912.652343 = -644186.780505
  nChanged 115
		SP:Iteration 22Q (14815.880000 sec): 3 clusters
  Score: Raw -647158.379440 + Penalty 2912.652343 = -644245.727097
  nChanged 118
		SP:Iteration 23Q (14816.070000 sec): 3 clusters
  Score: Raw -647216.791708 + Penalty 2912.652343 = -644304.139365
  nChanged 115
		SP:Iteration 24Q (14816.270000 sec): 3 clusters
  Score: Raw -647277.812792 + Penalty 2912.652343 = -644365.160449
  nChanged 105
		SP:Iteration 25Q (14816.470000 sec): 3 clusters
  Score: Raw -647319.803952 + Penalty 2912.652343 = -644407.151609
  nChanged 93
		SP:Iteration 26Q (14816.670000 sec): 3 clusters
  Score: Raw -647348.555744 + Penalty 2912.652343 = -644435.903401
  nChanged 82
		SP:Iteration 27Q (14816.860000 sec): 3 clusters
  Score: Raw -647374.114934 + Penalty 2912.652343 = -644461.462591
  nChanged 75
		SP:Iteration 28Q (14817.060000 sec): 3 clusters
  Score: Raw -647394.109776 + Penalty 2912.652343 = -644481.457433
  nChanged 62
		SP:Iteration 29Q (14817.260000 sec): 3 clusters
  Score: Raw -647410.354156 + Penalty 2912.652343 = -644497.701812
  nChanged 62
		SP:Iteration 30Q (14817.450000 sec): 3 clusters
  Score: Raw -647427.906497 + Penalty 2912.652343 = -644515.254154
  nChanged 54
		SP:Iteration 31Q (14817.650000 sec): 3 clusters
  Score: Raw -647443.777617 + Penalty 2912.652343 = -644531.125274
  nChanged 54
		SP:Iteration 32Q (14817.850000 sec): 3 clusters
  Score: Raw -647458.305291 + Penalty 2912.652343 = -644545.652948
  nChanged 45
		SP:Iteration 33Q (14818.050000 sec): 3 clusters
  Score: Raw -647469.395705 + Penalty 2912.652343 = -644556.743362
  nChanged 29
		SP:Iteration 34Q (14818.210000 sec): 3 clusters
  Score: Raw -647476.278272 + Penalty 2912.652343 = -644563.625929
  nChanged 28
		SP:Iteration 35Q (14818.330000 sec): 3 clusters
  Score: Raw -647481.182318 + Penalty 2912.652343 = -644568.529975
  nChanged 22
		SP:Iteration 36Q (14818.450000 sec): 3 clusters
  Score: Raw -647485.223359 + Penalty 2912.652343 = -644572.571015
  nChanged 19
		SP:Iteration 37Q (14818.570000 sec): 3 clusters
  Score: Raw -647488.196102 + Penalty 2912.652343 = -644575.543759
  nChanged 17
		SP:Iteration 38Q (14818.740000 sec): 3 clusters
  Score: Raw -647490.872996 + Penalty 2912.652343 = -644578.220653
  nChanged 14
		SP:Iteration 39Q (14818.940000 sec): 3 clusters
  Score: Raw -647493.009218 + Penalty 2912.652343 = -644580.356875
  nChanged 12
		SP:Iteration 40F (14819.140000 sec): 3 clusters
  Score: Raw -647495.208027 + Penalty 2912.652343 = -644582.555684
  nChanged 12
		SP:Iteration 41Q (14819.330000 sec): 3 clusters
  Score: Raw -647498.045286 + Penalty 2912.652343 = -644585.392942
  nChanged 11
		SP:Iteration 42Q (14819.530000 sec): 3 clusters
  Score: Raw -647500.033984 + Penalty 2912.652343 = -644587.381641
  nChanged 15
		SP:Iteration 43Q (14819.730000 sec): 3 clusters
  Score: Raw -647502.603408 + Penalty 2912.652343 = -644589.951065
  nChanged 18
		SP:Iteration 44Q (14819.920000 sec): 3 clusters
  Score: Raw -647506.225246 + Penalty 2912.652343 = -644593.572903
  nChanged 18
		SP:Iteration 45Q (14820.030000 sec): 3 clusters
  Score: Raw -647509.416369 + Penalty 2912.652343 = -644596.764025
  nChanged 18
		SP:Iteration 46Q (14820.150000 sec): 3 clusters
  Score: Raw -647511.956556 + Penalty 2912.652343 = -644599.304213
  nChanged 8
		SP:Iteration 47Q (14820.270000 sec): 3 clusters
  Score: Raw -647513.307755 + Penalty 2912.652343 = -644600.655412
  nChanged 12
		SP:Iteration 48Q (14820.380000 sec): 3 clusters
  Score: Raw -647515.481298 + Penalty 2912.652343 = -644602.828955
  nChanged 10
		SP:Iteration 49Q (14820.500000 sec): 3 clusters
  Score: Raw -647516.932330 + Penalty 2912.652343 = -644604.279987
  nChanged 6
		SP:Iteration 50Q (14820.610000 sec): 3 clusters
  Score: Raw -647517.778034 + Penalty 2912.652343 = -644605.125690
  nChanged 4
		SP:Iteration 51Q (14820.820000 sec): 3 clusters
  Score: Raw -647518.282431 + Penalty 2912.652343 = -644605.630088
  nChanged 3
		SP:Iteration 52Q (14821.020000 sec): 3 clusters
  Score: Raw -647518.640621 + Penalty 2912.652343 = -644605.988278
  nChanged 2
		SP:Iteration 53Q (14821.210000 sec): 3 clusters
  Score: Raw -647519.045640 + Penalty 2912.652343 = -644606.393297
  nChanged 0
		SP:Iteration 54F (14821.410000 sec): 3 clusters
  Score: Raw -647519.045640 + Penalty 2912.652343 = -644606.393297
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14821.560000 sec): 2 clusters
  Score: Raw -999066.713188 + Penalty 1505.319062 = -997561.394126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14821.840000 sec): 3 clusters
  Score: Raw -993133.152299 + Penalty 3010.638124 = -990122.514175
  nChanged 4501
		SP:Iteration 1F (14822.110000 sec): 3 clusters
  Score: Raw -995645.635747 + Penalty 3010.638124 = -992634.997623
  nChanged 693
		SP:Iteration 2F (14822.370000 sec): 3 clusters
  Score: Raw -996007.613501 + Penalty 3010.638124 = -992996.975377
  nChanged 643
		SP:Iteration 3F (14822.630000 sec): 3 clusters
  Score: Raw -996409.828397 + Penalty 3010.638124 = -993399.190273
  nChanged 658
		SP:Iteration 4F (14822.900000 sec): 3 clusters
  Score: Raw -996837.622027 + Penalty 3010.638124 = -993826.983903
  nChanged 655
		SP:Iteration 5F (14823.170000 sec): 3 clusters
  Score: Raw -997254.845898 + Penalty 3010.638124 = -994244.207774
  nChanged 569
		SP:Iteration 6F (14823.430000 sec): 3 clusters
  Score: Raw -997570.306518 + Penalty 3010.638124 = -994559.668394
  nChanged 493
		SP:Iteration 7Q (14823.700000 sec): 3 clusters
  Score: Raw -997822.036236 + Penalty 3010.638124 = -994811.398112
  nChanged 373
		SP:Iteration 8Q (14823.960000 sec): 3 clusters
  Score: Raw -997993.780651 + Penalty 3010.638124 = -994983.142527
  nChanged 317
		SP:Iteration 9Q (14824.220000 sec): 3 clusters
  Score: Raw -998125.184141 + Penalty 3010.638124 = -995114.546016
  nChanged 260
		SP:Iteration 10Q (14824.480000 sec): 3 clusters
  Score: Raw -998208.773777 + Penalty 3010.638124 = -995198.135653
  nChanged 188
		SP:Iteration 11Q (14824.780000 sec): 3 clusters
  Score: Raw -998257.127379 + Penalty 3010.638124 = -995246.489255
  nChanged 143
		SP:Iteration 12Q (14824.960000 sec): 3 clusters
  Score: Raw -998292.727341 + Penalty 3010.638124 = -995282.089217
  nChanged 113
		SP:Iteration 13Q (14825.230000 sec): 3 clusters
  Score: Raw -998320.990136 + Penalty 3010.638124 = -995310.352012
  nChanged 114
		SP:Iteration 14Q (14825.500000 sec): 3 clusters
  Score: Raw -998351.321836 + Penalty 3010.638124 = -995340.683712
  nChanged 97
		SP:Iteration 15Q (14825.760000 sec): 3 clusters
  Score: Raw -998373.876813 + Penalty 3010.638124 = -995363.238689
  nChanged 86
		SP:Iteration 16Q (14826.020000 sec): 3 clusters
  Score: Raw -998390.777332 + Penalty 3010.638124 = -995380.139208
  nChanged 80
		SP:Iteration 17Q (14826.280000 sec): 3 clusters
  Score: Raw -998409.722866 + Penalty 3010.638124 = -995399.084742
  nChanged 81
		SP:Iteration 18Q (14826.550000 sec): 3 clusters
  Score: Raw -998427.803033 + Penalty 3010.638124 = -995417.164909
  nChanged 71
		SP:Iteration 19Q (14826.810000 sec): 3 clusters
  Score: Raw -998441.871122 + Penalty 3010.638124 = -995431.232998
  nChanged 61
		SP:Iteration 20F (14827.070000 sec): 3 clusters
  Score: Raw -998454.742273 + Penalty 3010.638124 = -995444.104149
  nChanged 84
		SP:Iteration 21Q (14827.340000 sec): 3 clusters
  Score: Raw -998473.236586 + Penalty 3010.638124 = -995462.598462
  nChanged 74
		SP:Iteration 22Q (14827.600000 sec): 3 clusters
  Score: Raw -998491.798786 + Penalty 3010.638124 = -995481.160662
  nChanged 67
		SP:Iteration 23Q (14827.860000 sec): 3 clusters
  Score: Raw -998505.579025 + Penalty 3010.638124 = -995494.940901
  nChanged 66
		SP:Iteration 24Q (14828.120000 sec): 3 clusters
  Score: Raw -998517.868264 + Penalty 3010.638124 = -995507.230140
  nChanged 58
		SP:Iteration 25Q (14828.380000 sec): 3 clusters
  Score: Raw -998528.755698 + Penalty 3010.638124 = -995518.117574
  nChanged 66
		SP:Iteration 26Q (14828.640000 sec): 3 clusters
  Score: Raw -998540.222328 + Penalty 3010.638124 = -995529.584204
  nChanged 64
		SP:Iteration 27Q (14828.950000 sec): 3 clusters
  Score: Raw -998552.720817 + Penalty 3010.638124 = -995542.082693
  nChanged 64
		SP:Iteration 28Q (14829.140000 sec): 3 clusters
  Score: Raw -998565.257766 + Penalty 3010.638124 = -995554.619642
  nChanged 52
		SP:Iteration 29Q (14829.400000 sec): 3 clusters
  Score: Raw -998574.827042 + Penalty 3010.638124 = -995564.188918
  nChanged 61
		SP:Iteration 30Q (14829.650000 sec): 3 clusters
  Score: Raw -998585.347375 + Penalty 3010.638124 = -995574.709250
  nChanged 60
		SP:Iteration 31Q (14829.910000 sec): 3 clusters
  Score: Raw -998595.910153 + Penalty 3010.638124 = -995585.272029
  nChanged 53
		SP:Iteration 32Q (14830.180000 sec): 3 clusters
  Score: Raw -998607.015348 + Penalty 3010.638124 = -995596.377224
  nChanged 59
		SP:Iteration 33Q (14830.440000 sec): 3 clusters
  Score: Raw -998617.658810 + Penalty 3010.638124 = -995607.020686
  nChanged 65
		SP:Iteration 34Q (14830.700000 sec): 3 clusters
  Score: Raw -998630.097084 + Penalty 3010.638124 = -995619.458960
  nChanged 58
		SP:Iteration 35Q (14830.960000 sec): 3 clusters
  Score: Raw -998640.410539 + Penalty 3010.638124 = -995629.772415
  nChanged 64
		SP:Iteration 36Q (14831.220000 sec): 3 clusters
  Score: Raw -998653.137452 + Penalty 3010.638124 = -995642.499328
  nChanged 59
		SP:Iteration 37Q (14831.490000 sec): 3 clusters
  Score: Raw -998663.933337 + Penalty 3010.638124 = -995653.295213
  nChanged 60
		SP:Iteration 38Q (14831.750000 sec): 3 clusters
  Score: Raw -998677.591676 + Penalty 3010.638124 = -995666.953552
  nChanged 72
		SP:Iteration 39Q (14832.010000 sec): 3 clusters
  Score: Raw -998694.169076 + Penalty 3010.638124 = -995683.530952
  nChanged 71
		SP:Iteration 40F (14832.270000 sec): 3 clusters
  Score: Raw -998710.816743 + Penalty 3010.638124 = -995700.178619
  nChanged 74
		SP:Iteration 41Q (14832.530000 sec): 3 clusters
  Score: Raw -998727.479225 + Penalty 3010.638124 = -995716.841101
  nChanged 69
		SP:Iteration 42Q (14832.790000 sec): 3 clusters
  Score: Raw -998745.097446 + Penalty 3010.638124 = -995734.459322
  nChanged 75
		SP:Iteration 43Q (14833.050000 sec): 3 clusters
  Score: Raw -998766.568249 + Penalty 3010.638124 = -995755.930125
  nChanged 78
		SP:Iteration 44Q (14833.320000 sec): 3 clusters
  Score: Raw -998786.620390 + Penalty 3010.638124 = -995775.982266
  nChanged 90
		SP:Iteration 45Q (14833.580000 sec): 3 clusters
  Score: Raw -998812.016730 + Penalty 3010.638124 = -995801.378606
  nChanged 84
		SP:Iteration 46Q (14833.840000 sec): 3 clusters
  Score: Raw -998837.196796 + Penalty 3010.638124 = -995826.558672
  nChanged 103
		SP:Iteration 47Q (14834.100000 sec): 3 clusters
  Score: Raw -998870.063075 + Penalty 3010.638124 = -995859.424951
  nChanged 101
		SP:Iteration 48Q (14834.360000 sec): 3 clusters
  Score: Raw -998907.680740 + Penalty 3010.638124 = -995897.042616
  nChanged 118
		SP:Iteration 49Q (14834.630000 sec): 3 clusters
  Score: Raw -998957.756668 + Penalty 3010.638124 = -995947.118544
  nChanged 128
		SP:Iteration 50Q (14834.900000 sec): 3 clusters
  Score: Raw -999011.537893 + Penalty 3010.638124 = -996000.899769
  nChanged 124
		SP:Iteration 51Q (14835.160000 sec): 3 clusters
  Score: Raw -999064.096201 + Penalty 3010.638124 = -996053.458077
  nChanged 108
		SP:Iteration 52Q (14835.380000 sec): 3 clusters
  Score: Raw -999104.269895 + Penalty 3010.638124 = -996093.631771
  nChanged 93
		SP:Iteration 53Q (14835.640000 sec): 3 clusters
  Score: Raw -999139.706898 + Penalty 3010.638124 = -996129.068774
  nChanged 90
		SP:Iteration 54Q (14835.900000 sec): 3 clusters
  Score: Raw -999175.446846 + Penalty 3010.638124 = -996164.808722
  nChanged 94
		SP:Iteration 55Q (14836.170000 sec): 3 clusters
  Score: Raw -999215.534972 + Penalty 3010.638124 = -996204.896848
  nChanged 100
		SP:Iteration 56Q (14836.430000 sec): 3 clusters
  Score: Raw -999260.010679 + Penalty 3010.638124 = -996249.372555
  nChanged 101
		SP:Iteration 57Q (14836.690000 sec): 3 clusters
  Score: Raw -999305.233964 + Penalty 3010.638124 = -996294.595840
  nChanged 104
		SP:Iteration 58Q (14836.960000 sec): 3 clusters
  Score: Raw -999361.780551 + Penalty 3010.638124 = -996351.142427
  nChanged 112
		SP:Iteration 59Q (14837.220000 sec): 3 clusters
  Score: Raw -999418.247343 + Penalty 3010.638124 = -996407.609219
  nChanged 102
		SP:Iteration 60F (14837.480000 sec): 3 clusters
  Score: Raw -999466.836117 + Penalty 3010.638124 = -996456.197993
  nChanged 82
		SP:Iteration 61Q (14837.740000 sec): 3 clusters
  Score: Raw -999502.389949 + Penalty 3010.638124 = -996491.751825
  nChanged 61
		SP:Iteration 62Q (14837.960000 sec): 3 clusters
  Score: Raw -999524.912115 + Penalty 3010.638124 = -996514.273991
  nChanged 48
		SP:Iteration 63Q (14838.180000 sec): 3 clusters
  Score: Raw -999544.747086 + Penalty 3010.638124 = -996534.108962
  nChanged 52
		SP:Iteration 64Q (14838.440000 sec): 3 clusters
  Score: Raw -999566.097310 + Penalty 3010.638124 = -996555.459186
  nChanged 53
		SP:Iteration 65Q (14838.740000 sec): 3 clusters
  Score: Raw -999585.429133 + Penalty 3010.638124 = -996574.791009
  nChanged 46
		SP:Iteration 66Q (14838.920000 sec): 3 clusters
  Score: Raw -999602.446922 + Penalty 3010.638124 = -996591.808798
  nChanged 31
		SP:Iteration 67Q (14839.140000 sec): 3 clusters
  Score: Raw -999613.163360 + Penalty 3010.638124 = -996602.525236
  nChanged 24
		SP:Iteration 68Q (14839.360000 sec): 3 clusters
  Score: Raw -999619.689754 + Penalty 3010.638124 = -996609.051630
  nChanged 25
		SP:Iteration 69Q (14839.620000 sec): 3 clusters
  Score: Raw -999628.065529 + Penalty 3010.638124 = -996617.427405
  nChanged 23
		SP:Iteration 70Q (14839.880000 sec): 3 clusters
  Score: Raw -999635.825272 + Penalty 3010.638124 = -996625.187148
  nChanged 24
		SP:Iteration 71Q (14840.140000 sec): 3 clusters
  Score: Raw -999645.107254 + Penalty 3010.638124 = -996634.469130
  nChanged 24
		SP:Iteration 72Q (14840.370000 sec): 3 clusters
  Score: Raw -999652.559979 + Penalty 3010.638124 = -996641.921855
  nChanged 20
		SP:Iteration 73Q (14840.590000 sec): 3 clusters
  Score: Raw -999659.000555 + Penalty 3010.638124 = -996648.362431
  nChanged 16
		SP:Iteration 74Q (14840.810000 sec): 3 clusters
  Score: Raw -999663.405294 + Penalty 3010.638124 = -996652.767170
  nChanged 16
		SP:Iteration 75Q (14841.030000 sec): 3 clusters
  Score: Raw -999668.966092 + Penalty 3010.638124 = -996658.327968
  nChanged 15
		SP:Iteration 76Q (14841.250000 sec): 3 clusters
  Score: Raw -999673.469490 + Penalty 3010.638124 = -996662.831366
  nChanged 9
		SP:Iteration 77Q (14841.390000 sec): 3 clusters
  Score: Raw -999676.201347 + Penalty 3010.638124 = -996665.563223
  nChanged 12
		SP:Iteration 78Q (14841.620000 sec): 3 clusters
  Score: Raw -999679.822818 + Penalty 3010.638124 = -996669.184694
  nChanged 7
		SP:Iteration 79Q (14841.880000 sec): 3 clusters
  Score: Raw -999681.605686 + Penalty 3010.638124 = -996670.967562
  nChanged 6
		SP:Iteration 80F (14842.030000 sec): 3 clusters
  Score: Raw -999682.928887 + Penalty 3010.638124 = -996672.290763
  nChanged 8
		SP:Iteration 81Q (14842.300000 sec): 3 clusters
  Score: Raw -999685.149439 + Penalty 3010.638124 = -996674.511315
  nChanged 10
		SP:Iteration 82Q (14842.560000 sec): 3 clusters
  Score: Raw -999688.061410 + Penalty 3010.638124 = -996677.423286
  nChanged 4
		SP:Iteration 83Q (14842.820000 sec): 3 clusters
  Score: Raw -999689.280815 + Penalty 3010.638124 = -996678.642690
  nChanged 5
		SP:Iteration 84Q (14843.040000 sec): 3 clusters
  Score: Raw -999690.371617 + Penalty 3010.638124 = -996679.733493
  nChanged 4
		SP:Iteration 85Q (14843.260000 sec): 3 clusters
  Score: Raw -999691.513578 + Penalty 3010.638124 = -996680.875454
  nChanged 4
		SP:Iteration 86Q (14843.520000 sec): 3 clusters
  Score: Raw -999692.534078 + Penalty 3010.638124 = -996681.895954
  nChanged 4
		SP:Iteration 87Q (14843.780000 sec): 3 clusters
  Score: Raw -999693.343521 + Penalty 3010.638124 = -996682.705397
  nChanged 2
		SP:Iteration 88Q (14844.000000 sec): 3 clusters
  Score: Raw -999693.826450 + Penalty 3010.638124 = -996683.188326
  nChanged 0
		SP:Iteration 89F (14844.320000 sec): 3 clusters
  Score: Raw -999693.826450 + Penalty 3010.638124 = -996683.188326
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (15283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14844.440000 sec): 2 clusters
  Score: Raw -1326474.818806 + Penalty 1565.605662 = -1324909.213145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14844.720000 sec): 3 clusters
  Score: Raw -1317500.769928 + Penalty 3131.211323 = -1314369.558605
  nChanged 6810
		SP:Iteration 1F (14845.010000 sec): 3 clusters
  Score: Raw -1321647.603871 + Penalty 3131.211323 = -1318516.392548
  nChanged 1088
		SP:Iteration 2F (14845.320000 sec): 3 clusters
  Score: Raw -1322366.001394 + Penalty 3131.211323 = -1319234.790071
  nChanged 1054
		SP:Iteration 3F (14845.640000 sec): 3 clusters
  Score: Raw -1323129.513854 + Penalty 3131.211323 = -1319998.302531
  nChanged 1048
		SP:Iteration 4F (14845.950000 sec): 3 clusters
  Score: Raw -1323869.627728 + Penalty 3131.211323 = -1320738.416405
  nChanged 932
		SP:Iteration 5F (14846.240000 sec): 3 clusters
  Score: Raw -1324462.120442 + Penalty 3131.211323 = -1321330.909119
  nChanged 803
		SP:Iteration 6F (14846.530000 sec): 3 clusters
  Score: Raw -1324972.403017 + Penalty 3131.211323 = -1321841.191694
  nChanged 677
		SP:Iteration 7Q (14846.800000 sec): 3 clusters
  Score: Raw -1325345.434341 + Penalty 3131.211323 = -1322214.223018
  nChanged 559
		SP:Iteration 8Q (14847.080000 sec): 3 clusters
  Score: Raw -1325638.786495 + Penalty 3131.211323 = -1322507.575172
  nChanged 462
		SP:Iteration 9Q (14847.390000 sec): 3 clusters
  Score: Raw -1325902.134238 + Penalty 3131.211323 = -1322770.922915
  nChanged 407
		SP:Iteration 10Q (14847.700000 sec): 3 clusters
  Score: Raw -1326127.907142 + Penalty 3131.211323 = -1322996.695819
  nChanged 373
		SP:Iteration 11Q (14848.000000 sec): 3 clusters
  Score: Raw -1326322.862428 + Penalty 3131.211323 = -1323191.651105
  nChanged 306
		SP:Iteration 12Q (14848.310000 sec): 3 clusters
  Score: Raw -1326497.573126 + Penalty 3131.211323 = -1323366.361803
  nChanged 265
		SP:Iteration 13Q (14848.580000 sec): 3 clusters
  Score: Raw -1326644.518942 + Penalty 3131.211323 = -1323513.307619
  nChanged 215
		SP:Iteration 14Q (14848.850000 sec): 3 clusters
  Score: Raw -1326747.364904 + Penalty 3131.211323 = -1323616.153581
  nChanged 197
		SP:Iteration 15Q (14849.120000 sec): 3 clusters
  Score: Raw -1326839.535770 + Penalty 3131.211323 = -1323708.324447
  nChanged 166
		SP:Iteration 16Q (14849.430000 sec): 3 clusters
  Score: Raw -1326915.863883 + Penalty 3131.211323 = -1323784.652560
  nChanged 136
		SP:Iteration 17Q (14849.740000 sec): 3 clusters
  Score: Raw -1326968.630197 + Penalty 3131.211323 = -1323837.418874
  nChanged 119
		SP:Iteration 18Q (14850.050000 sec): 3 clusters
  Score: Raw -1327006.965362 + Penalty 3131.211323 = -1323875.754039
  nChanged 84
		SP:Iteration 19Q (14850.360000 sec): 3 clusters
  Score: Raw -1327032.754747 + Penalty 3131.211323 = -1323901.543424
  nChanged 70
		SP:Iteration 20F (14850.680000 sec): 3 clusters
  Score: Raw -1327048.044998 + Penalty 3131.211323 = -1323916.833675
  nChanged 56
		SP:Iteration 21Q (14850.980000 sec): 3 clusters
  Score: Raw -1327060.601819 + Penalty 3131.211323 = -1323929.390496
  nChanged 47
		SP:Iteration 22Q (14851.250000 sec): 3 clusters
  Score: Raw -1327069.785224 + Penalty 3131.211323 = -1323938.573901
  nChanged 44
		SP:Iteration 23Q (14851.520000 sec): 3 clusters
  Score: Raw -1327078.759169 + Penalty 3131.211323 = -1323947.547846
  nChanged 39
		SP:Iteration 24Q (14851.790000 sec): 3 clusters
  Score: Raw -1327086.873992 + Penalty 3131.211323 = -1323955.662669
  nChanged 38
		SP:Iteration 25Q (14852.060000 sec): 3 clusters
  Score: Raw -1327094.699020 + Penalty 3131.211323 = -1323963.487697
  nChanged 35
		SP:Iteration 26Q (14852.240000 sec): 3 clusters
  Score: Raw -1327101.387597 + Penalty 3131.211323 = -1323970.176274
  nChanged 30
		SP:Iteration 27Q (14852.520000 sec): 3 clusters
  Score: Raw -1327106.635249 + Penalty 3131.211323 = -1323975.423926
  nChanged 29
		SP:Iteration 28Q (14852.790000 sec): 3 clusters
  Score: Raw -1327110.789894 + Penalty 3131.211323 = -1323979.578571
  nChanged 18
		SP:Iteration 29Q (14853.060000 sec): 3 clusters
  Score: Raw -1327114.200438 + Penalty 3131.211323 = -1323982.989115
  nChanged 23
		SP:Iteration 30Q (14853.330000 sec): 3 clusters
  Score: Raw -1327118.704861 + Penalty 3131.211323 = -1323987.493538
  nChanged 27
		SP:Iteration 31Q (14853.600000 sec): 3 clusters
  Score: Raw -1327125.001187 + Penalty 3131.211323 = -1323993.789863
  nChanged 31
		SP:Iteration 32Q (14853.870000 sec): 3 clusters
  Score: Raw -1327131.615849 + Penalty 3131.211323 = -1324000.404526
  nChanged 28
		SP:Iteration 33Q (14854.140000 sec): 3 clusters
  Score: Raw -1327138.459837 + Penalty 3131.211323 = -1324007.248514
  nChanged 30
		SP:Iteration 34Q (14854.410000 sec): 3 clusters
  Score: Raw -1327143.875123 + Penalty 3131.211323 = -1324012.663800
  nChanged 33
		SP:Iteration 35Q (14854.680000 sec): 3 clusters
  Score: Raw -1327149.362489 + Penalty 3131.211323 = -1324018.151166
  nChanged 30
		SP:Iteration 36Q (14854.930000 sec): 3 clusters
  Score: Raw -1327156.958004 + Penalty 3131.211323 = -1324025.746681
  nChanged 37
		SP:Iteration 37Q (14855.220000 sec): 3 clusters
  Score: Raw -1327164.294872 + Penalty 3131.211323 = -1324033.083549
  nChanged 27
		SP:Iteration 38Q (14855.500000 sec): 3 clusters
  Score: Raw -1327168.167889 + Penalty 3131.211323 = -1324036.956566
  nChanged 19
		SP:Iteration 39Q (14855.770000 sec): 3 clusters
  Score: Raw -1327171.227871 + Penalty 3131.211323 = -1324040.016548
  nChanged 12
		SP:Iteration 40F (14856.050000 sec): 3 clusters
  Score: Raw -1327172.541478 + Penalty 3131.211323 = -1324041.330155
  nChanged 8
		SP:Iteration 41Q (14856.350000 sec): 3 clusters
  Score: Raw -1327173.316544 + Penalty 3131.211323 = -1324042.105221
  nChanged 7
		SP:Iteration 42Q (14856.630000 sec): 3 clusters
  Score: Raw -1327174.346900 + Penalty 3131.211323 = -1324043.135577
  nChanged 11
		SP:Iteration 43Q (14856.900000 sec): 3 clusters
  Score: Raw -1327176.417743 + Penalty 3131.211323 = -1324045.206420
  nChanged 11
		SP:Iteration 44Q (14857.100000 sec): 3 clusters
  Score: Raw -1327177.833482 + Penalty 3131.211323 = -1324046.622159
  nChanged 12
		SP:Iteration 45Q (14857.360000 sec): 3 clusters
  Score: Raw -1327179.725019 + Penalty 3131.211323 = -1324048.513696
  nChanged 10
		SP:Iteration 46Q (14857.630000 sec): 3 clusters
  Score: Raw -1327181.079581 + Penalty 3131.211323 = -1324049.868258
  nChanged 5
		SP:Iteration 47Q (14857.900000 sec): 3 clusters
  Score: Raw -1327181.839534 + Penalty 3131.211323 = -1324050.628211
  nChanged 5
		SP:Iteration 48Q (14858.160000 sec): 3 clusters
  Score: Raw -1327182.498418 + Penalty 3131.211323 = -1324051.287095
  nChanged 4
		SP:Iteration 49Q (14858.430000 sec): 3 clusters
  Score: Raw -1327183.125301 + Penalty 3131.211323 = -1324051.913978
  nChanged 3
		SP:Iteration 50Q (14858.700000 sec): 3 clusters
  Score: Raw -1327183.843810 + Penalty 3131.211323 = -1324052.632487
  nChanged 0
		SP:Iteration 51F (14858.970000 sec): 3 clusters
  Score: Raw -1327183.843810 + Penalty 3131.211323 = -1324052.632487
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14859.080000 sec): 2 clusters
  Score: Raw -270369.363514 + Penalty 1323.557530 = -269045.805984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14859.260000 sec): 3 clusters
  Score: Raw -268729.413473 + Penalty 2647.115061 = -266082.298412
  nChanged 1310
		SP:Iteration 1F (14859.430000 sec): 3 clusters
  Score: Raw -269769.834219 + Penalty 2647.115061 = -267122.719158
  nChanged 346
		SP:Iteration 2F (14859.610000 sec): 3 clusters
  Score: Raw -270071.590851 + Penalty 2647.115061 = -267424.475791
  nChanged 242
		SP:Iteration 3F (14859.780000 sec): 3 clusters
  Score: Raw -270299.515230 + Penalty 2647.115061 = -267652.400169
  nChanged 177
		SP:Iteration 4F (14859.960000 sec): 3 clusters
  Score: Raw -270464.503647 + Penalty 2647.115061 = -267817.388586
  nChanged 147
		SP:Iteration 5Q (14860.140000 sec): 3 clusters
  Score: Raw -270600.798418 + Penalty 2647.115061 = -267953.683358
  nChanged 130
		SP:Iteration 6Q (14860.310000 sec): 3 clusters
  Score: Raw -270711.851184 + Penalty 2647.115061 = -268064.736123
  nChanged 110
		SP:Iteration 7Q (14860.490000 sec): 3 clusters
  Score: Raw -270820.891344 + Penalty 2647.115061 = -268173.776283
  nChanged 114
		SP:Iteration 8Q (14860.660000 sec): 3 clusters
  Score: Raw -270933.520173 + Penalty 2647.115061 = -268286.405113
  nChanged 99
		SP:Iteration 9Q (14860.840000 sec): 3 clusters
  Score: Raw -271026.362384 + Penalty 2647.115061 = -268379.247323
  nChanged 82
		SP:Iteration 10Q (14861.010000 sec): 3 clusters
  Score: Raw -271090.329215 + Penalty 2647.115061 = -268443.214155
  nChanged 65
		SP:Iteration 11Q (14861.190000 sec): 3 clusters
  Score: Raw -271136.247311 + Penalty 2647.115061 = -268489.132251
  nChanged 51
		SP:Iteration 12Q (14861.360000 sec): 3 clusters
  Score: Raw -271171.717022 + Penalty 2647.115061 = -268524.601962
  nChanged 57
		SP:Iteration 13Q (14861.540000 sec): 3 clusters
  Score: Raw -271205.157019 + Penalty 2647.115061 = -268558.041959
  nChanged 34
		SP:Iteration 14Q (14861.720000 sec): 3 clusters
  Score: Raw -271222.359406 + Penalty 2647.115061 = -268575.244345
  nChanged 39
		SP:Iteration 15Q (14861.890000 sec): 3 clusters
  Score: Raw -271240.555581 + Penalty 2647.115061 = -268593.440521
  nChanged 26
		SP:Iteration 16Q (14862.080000 sec): 3 clusters
  Score: Raw -271252.746634 + Penalty 2647.115061 = -268605.631574
  nChanged 21
		SP:Iteration 17Q (14862.260000 sec): 3 clusters
  Score: Raw -271265.033717 + Penalty 2647.115061 = -268617.918657
  nChanged 24
		SP:Iteration 18Q (14862.440000 sec): 3 clusters
  Score: Raw -271275.796821 + Penalty 2647.115061 = -268628.681761
  nChanged 23
		SP:Iteration 19Q (14862.610000 sec): 3 clusters
  Score: Raw -271284.414057 + Penalty 2647.115061 = -268637.298997
  nChanged 17
		SP:Iteration 20F (14862.790000 sec): 3 clusters
  Score: Raw -271291.068495 + Penalty 2647.115061 = -268643.953435
  nChanged 16
		SP:Iteration 21Q (14862.960000 sec): 3 clusters
  Score: Raw -271297.444856 + Penalty 2647.115061 = -268650.329795
  nChanged 18
		SP:Iteration 22Q (14863.140000 sec): 3 clusters
  Score: Raw -271306.254464 + Penalty 2647.115061 = -268659.139404
  nChanged 15
		SP:Iteration 23Q (14863.320000 sec): 3 clusters
  Score: Raw -271311.831949 + Penalty 2647.115061 = -268664.716888
  nChanged 11
		SP:Iteration 24Q (14863.490000 sec): 3 clusters
  Score: Raw -271314.956658 + Penalty 2647.115061 = -268667.841597
  nChanged 6
		SP:Iteration 25Q (14863.670000 sec): 3 clusters
  Score: Raw -271316.619225 + Penalty 2647.115061 = -268669.504164
  nChanged 5
		SP:Iteration 26Q (14863.840000 sec): 3 clusters
  Score: Raw -271318.282871 + Penalty 2647.115061 = -268671.167811
  nChanged 3
		SP:Iteration 27Q (14864.020000 sec): 3 clusters
  Score: Raw -271319.087709 + Penalty 2647.115061 = -268671.972649
  nChanged 2
		SP:Iteration 28Q (14864.200000 sec): 3 clusters
  Score: Raw -271319.661969 + Penalty 2647.115061 = -268672.546909
  nChanged 1
		SP:Iteration 29Q (14864.370000 sec): 3 clusters
  Score: Raw -271319.814118 + Penalty 2647.115061 = -268672.699057
  nChanged 0
		SP:Iteration 30F (14864.550000 sec): 3 clusters
  Score: Raw -271319.814118 + Penalty 2647.115061 = -268672.699057
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (3358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14864.660000 sec): 2 clusters
  Score: Raw -270076.128130 + Penalty 1319.353886 = -268756.774244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14864.780000 sec): 3 clusters
  Score: Raw -268422.116543 + Penalty 2638.707772 = -265783.408771
  nChanged 1311
		SP:Iteration 1F (14864.850000 sec): 3 clusters
  Score: Raw -269298.417741 + Penalty 2638.707772 = -266659.709969
  nChanged 361
		SP:Iteration 2F (14864.910000 sec): 3 clusters
  Score: Raw -269637.901366 + Penalty 2638.707772 = -266999.193593
  nChanged 272
		SP:Iteration 3F (14864.980000 sec): 3 clusters
  Score: Raw -269919.924005 + Penalty 2638.707772 = -267281.216233
  nChanged 226
		SP:Iteration 4F (14865.050000 sec): 3 clusters
  Score: Raw -270129.752090 + Penalty 2638.707772 = -267491.044318
  nChanged 148
		SP:Iteration 5Q (14865.120000 sec): 3 clusters
  Score: Raw -270252.898262 + Penalty 2638.707772 = -267614.190489
  nChanged 112
		SP:Iteration 6Q (14865.190000 sec): 3 clusters
  Score: Raw -270335.644854 + Penalty 2638.707772 = -267696.937082
  nChanged 87
		SP:Iteration 7Q (14865.260000 sec): 3 clusters
  Score: Raw -270393.689064 + Penalty 2638.707772 = -267754.981292
  nChanged 75
		SP:Iteration 8Q (14865.320000 sec): 3 clusters
  Score: Raw -270449.868216 + Penalty 2638.707772 = -267811.160443
  nChanged 75
		SP:Iteration 9Q (14865.390000 sec): 3 clusters
  Score: Raw -270507.553328 + Penalty 2638.707772 = -267868.845556
  nChanged 61
		SP:Iteration 10Q (14865.460000 sec): 3 clusters
  Score: Raw -270550.667268 + Penalty 2638.707772 = -267911.959495
  nChanged 56
		SP:Iteration 11Q (14865.520000 sec): 3 clusters
  Score: Raw -270585.461358 + Penalty 2638.707772 = -267946.753585
  nChanged 41
		SP:Iteration 12Q (14865.590000 sec): 3 clusters
  Score: Raw -270607.791372 + Penalty 2638.707772 = -267969.083600
  nChanged 36
		SP:Iteration 13Q (14865.660000 sec): 3 clusters
  Score: Raw -270622.212508 + Penalty 2638.707772 = -267983.504735
  nChanged 30
		SP:Iteration 14Q (14865.730000 sec): 3 clusters
  Score: Raw -270635.567400 + Penalty 2638.707772 = -267996.859628
  nChanged 33
		SP:Iteration 15Q (14865.790000 sec): 3 clusters
  Score: Raw -270650.059977 + Penalty 2638.707772 = -268011.352205
  nChanged 20
		SP:Iteration 16Q (14865.860000 sec): 3 clusters
  Score: Raw -270660.248826 + Penalty 2638.707772 = -268021.541054
  nChanged 21
		SP:Iteration 17Q (14865.920000 sec): 3 clusters
  Score: Raw -270669.486381 + Penalty 2638.707772 = -268030.778609
  nChanged 15
		SP:Iteration 18Q (14865.990000 sec): 3 clusters
  Score: Raw -270676.572982 + Penalty 2638.707772 = -268037.865210
  nChanged 15
		SP:Iteration 19Q (14866.060000 sec): 3 clusters
  Score: Raw -270682.706893 + Penalty 2638.707772 = -268043.999121
  nChanged 17
		SP:Iteration 20F (14866.120000 sec): 3 clusters
  Score: Raw -270688.446956 + Penalty 2638.707772 = -268049.739184
  nChanged 14
		SP:Iteration 21Q (14866.180000 sec): 3 clusters
  Score: Raw -270694.787672 + Penalty 2638.707772 = -268056.079900
  nChanged 17
		SP:Iteration 22Q (14866.250000 sec): 3 clusters
  Score: Raw -270700.009816 + Penalty 2638.707772 = -268061.302044
  nChanged 10
		SP:Iteration 23Q (14866.320000 sec): 3 clusters
  Score: Raw -270703.108452 + Penalty 2638.707772 = -268064.400680
  nChanged 10
		SP:Iteration 24Q (14866.380000 sec): 3 clusters
  Score: Raw -270706.406762 + Penalty 2638.707772 = -268067.698990
  nChanged 12
		SP:Iteration 25Q (14866.450000 sec): 3 clusters
  Score: Raw -270712.044440 + Penalty 2638.707772 = -268073.336668
  nChanged 15
		SP:Iteration 26Q (14866.520000 sec): 3 clusters
  Score: Raw -270719.792992 + Penalty 2638.707772 = -268081.085220
  nChanged 14
		SP:Iteration 27Q (14866.580000 sec): 3 clusters
  Score: Raw -270725.121367 + Penalty 2638.707772 = -268086.413595
  nChanged 12
		SP:Iteration 28Q (14866.650000 sec): 3 clusters
  Score: Raw -270729.050778 + Penalty 2638.707772 = -268090.343006
  nChanged 12
		SP:Iteration 29Q (14866.720000 sec): 3 clusters
  Score: Raw -270733.379378 + Penalty 2638.707772 = -268094.671606
  nChanged 14
		SP:Iteration 30Q (14866.780000 sec): 3 clusters
  Score: Raw -270737.583453 + Penalty 2638.707772 = -268098.875681
  nChanged 7
		SP:Iteration 31Q (14866.850000 sec): 3 clusters
  Score: Raw -270739.520640 + Penalty 2638.707772 = -268100.812868
  nChanged 10
		SP:Iteration 32Q (14866.920000 sec): 3 clusters
  Score: Raw -270744.425774 + Penalty 2638.707772 = -268105.718002
  nChanged 13
		SP:Iteration 33Q (14866.980000 sec): 3 clusters
  Score: Raw -270751.328148 + Penalty 2638.707772 = -268112.620376
  nChanged 14
		SP:Iteration 34Q (14867.050000 sec): 3 clusters
  Score: Raw -270755.783919 + Penalty 2638.707772 = -268117.076147
  nChanged 7
		SP:Iteration 35Q (14867.110000 sec): 3 clusters
  Score: Raw -270759.112154 + Penalty 2638.707772 = -268120.404382
  nChanged 12
		SP:Iteration 36Q (14867.180000 sec): 3 clusters
  Score: Raw -270763.412670 + Penalty 2638.707772 = -268124.704897
  nChanged 11
		SP:Iteration 37Q (14867.240000 sec): 3 clusters
  Score: Raw -270767.541921 + Penalty 2638.707772 = -268128.834149
  nChanged 7
		SP:Iteration 38Q (14867.310000 sec): 3 clusters
  Score: Raw -270770.236298 + Penalty 2638.707772 = -268131.528525
  nChanged 9
		SP:Iteration 39Q (14867.380000 sec): 3 clusters
  Score: Raw -270773.480581 + Penalty 2638.707772 = -268134.772809
  nChanged 9
		SP:Iteration 40F (14867.440000 sec): 3 clusters
  Score: Raw -270776.992303 + Penalty 2638.707772 = -268138.284531
  nChanged 14
		SP:Iteration 41Q (14867.510000 sec): 3 clusters
  Score: Raw -270781.048888 + Penalty 2638.707772 = -268142.341115
  nChanged 6
		SP:Iteration 42Q (14867.580000 sec): 3 clusters
  Score: Raw -270784.007336 + Penalty 2638.707772 = -268145.299563
  nChanged 11
		SP:Iteration 43Q (14867.640000 sec): 3 clusters
  Score: Raw -270788.191178 + Penalty 2638.707772 = -268149.483406
  nChanged 9
		SP:Iteration 44Q (14867.710000 sec): 3 clusters
  Score: Raw -270791.280445 + Penalty 2638.707772 = -268152.572673
  nChanged 12
		SP:Iteration 45Q (14867.780000 sec): 3 clusters
  Score: Raw -270797.356228 + Penalty 2638.707772 = -268158.648456
  nChanged 12
		SP:Iteration 46Q (14867.840000 sec): 3 clusters
  Score: Raw -270801.551367 + Penalty 2638.707772 = -268162.843595
  nChanged 5
		SP:Iteration 47Q (14867.910000 sec): 3 clusters
  Score: Raw -270803.441213 + Penalty 2638.707772 = -268164.733441
  nChanged 6
		SP:Iteration 48Q (14867.970000 sec): 3 clusters
  Score: Raw -270805.186758 + Penalty 2638.707772 = -268166.478985
  nChanged 4
		SP:Iteration 49Q (14868.040000 sec): 3 clusters
  Score: Raw -270807.345907 + Penalty 2638.707772 = -268168.638135
  nChanged 6
		SP:Iteration 50Q (14868.100000 sec): 3 clusters
  Score: Raw -270808.687879 + Penalty 2638.707772 = -268169.980107
  nChanged 5
		SP:Iteration 51Q (14868.170000 sec): 3 clusters
  Score: Raw -270811.639470 + Penalty 2638.707772 = -268172.931698
  nChanged 9
		SP:Iteration 52Q (14868.230000 sec): 3 clusters
  Score: Raw -270814.135897 + Penalty 2638.707772 = -268175.428125
  nChanged 8
		SP:Iteration 53Q (14868.300000 sec): 3 clusters
  Score: Raw -270816.046631 + Penalty 2638.707772 = -268177.338859
  nChanged 7
		SP:Iteration 54Q (14868.360000 sec): 3 clusters
  Score: Raw -270817.579387 + Penalty 2638.707772 = -268178.871615
  nChanged 4
		SP:Iteration 55Q (14868.420000 sec): 3 clusters
  Score: Raw -270818.743337 + Penalty 2638.707772 = -268180.035565
  nChanged 6
		SP:Iteration 56Q (14868.490000 sec): 3 clusters
  Score: Raw -270820.794828 + Penalty 2638.707772 = -268182.087056
  nChanged 3
		SP:Iteration 57Q (14868.550000 sec): 3 clusters
  Score: Raw -270821.886628 + Penalty 2638.707772 = -268183.178856
  nChanged 6
		SP:Iteration 58Q (14868.620000 sec): 3 clusters
  Score: Raw -270823.240743 + Penalty 2638.707772 = -268184.532970
  nChanged 2
		SP:Iteration 59Q (14868.680000 sec): 3 clusters
  Score: Raw -270823.698716 + Penalty 2638.707772 = -268184.990943
  nChanged 1
		SP:Iteration 60F (14868.750000 sec): 3 clusters
  Score: Raw -270823.977694 + Penalty 2638.707772 = -268185.269922
  nChanged 1
		SP:Iteration 61Q (14868.810000 sec): 3 clusters
  Score: Raw -270824.134533 + Penalty 2638.707772 = -268185.426760
  nChanged 0
		SP:Iteration 62F (14868.880000 sec): 3 clusters
  Score: Raw -270824.134533 + Penalty 2638.707772 = -268185.426760
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (24940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14869.120000 sec): 2 clusters
  Score: Raw -2380848.419377 + Penalty 1645.187086 = -2379203.232291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14869.490000 sec): 3 clusters
  Score: Raw -2365632.631529 + Penalty 3290.374171 = -2362342.257358
  nChanged 11384
		SP:Iteration 1F (14869.850000 sec): 3 clusters
  Score: Raw -2372478.245184 + Penalty 3290.374171 = -2369187.871012
  nChanged 1677
		SP:Iteration 2F (14870.200000 sec): 3 clusters
  Score: Raw -2373340.493824 + Penalty 3290.374171 = -2370050.119653
  nChanged 1548
		SP:Iteration 3F (14870.560000 sec): 3 clusters
  Score: Raw -2374124.130841 + Penalty 3290.374171 = -2370833.756670
  nChanged 1419
		SP:Iteration 4F (14870.920000 sec): 3 clusters
  Score: Raw -2374788.449174 + Penalty 3290.374171 = -2371498.075002
  nChanged 1259
		SP:Iteration 5F (14871.280000 sec): 3 clusters
  Score: Raw -2375385.283148 + Penalty 3290.374171 = -2372094.908977
  nChanged 1192
		SP:Iteration 6Q (14871.640000 sec): 3 clusters
  Score: Raw -2375945.024288 + Penalty 3290.374171 = -2372654.650117
  nChanged 1112
		SP:Iteration 7Q (14872.000000 sec): 3 clusters
  Score: Raw -2376521.021626 + Penalty 3290.374171 = -2373230.647455
  nChanged 1094
		SP:Iteration 8Q (14872.390000 sec): 3 clusters
  Score: Raw -2377136.362188 + Penalty 3290.374171 = -2373845.988017
  nChanged 978
		SP:Iteration 9Q (14872.800000 sec): 3 clusters
  Score: Raw -2377674.218821 + Penalty 3290.374171 = -2374383.844650
  nChanged 858
		SP:Iteration 10Q (14873.210000 sec): 3 clusters
  Score: Raw -2378199.884087 + Penalty 3290.374171 = -2374909.509915
  nChanged 803
		SP:Iteration 11Q (14873.500000 sec): 3 clusters
  Score: Raw -2378730.650023 + Penalty 3290.374171 = -2375440.275852
  nChanged 699
		SP:Iteration 12Q (14873.890000 sec): 3 clusters
  Score: Raw -2379128.289047 + Penalty 3290.374171 = -2375837.914876
  nChanged 567
		SP:Iteration 13Q (14874.280000 sec): 3 clusters
  Score: Raw -2379397.072629 + Penalty 3290.374171 = -2376106.698458
  nChanged 450
		SP:Iteration 14Q (14874.640000 sec): 3 clusters
  Score: Raw -2379581.503533 + Penalty 3290.374171 = -2376291.129362
  nChanged 354
		SP:Iteration 15Q (14875.000000 sec): 3 clusters
  Score: Raw -2379714.355071 + Penalty 3290.374171 = -2376423.980900
  nChanged 322
		SP:Iteration 16Q (14875.350000 sec): 3 clusters
  Score: Raw -2379833.470081 + Penalty 3290.374171 = -2376543.095910
  nChanged 296
		SP:Iteration 17Q (14875.710000 sec): 3 clusters
  Score: Raw -2379942.556551 + Penalty 3290.374171 = -2376652.182380
  nChanged 277
		SP:Iteration 18Q (14876.070000 sec): 3 clusters
  Score: Raw -2380047.106832 + Penalty 3290.374171 = -2376756.732661
  nChanged 268
		SP:Iteration 19Q (14876.430000 sec): 3 clusters
  Score: Raw -2380138.901392 + Penalty 3290.374171 = -2376848.527220
  nChanged 232
		SP:Iteration 20F (14876.790000 sec): 3 clusters
  Score: Raw -2380221.636807 + Penalty 3290.374171 = -2376931.262635
  nChanged 245
		SP:Iteration 21Q (14877.150000 sec): 3 clusters
  Score: Raw -2380313.713088 + Penalty 3290.374171 = -2377023.338917
  nChanged 228
		SP:Iteration 22Q (14877.550000 sec): 3 clusters
  Score: Raw -2380403.616379 + Penalty 3290.374171 = -2377113.242208
  nChanged 220
		SP:Iteration 23Q (14877.910000 sec): 3 clusters
  Score: Raw -2380495.621484 + Penalty 3290.374171 = -2377205.247312
  nChanged 221
		SP:Iteration 24Q (14878.260000 sec): 3 clusters
  Score: Raw -2380588.867128 + Penalty 3290.374171 = -2377298.492957
  nChanged 208
		SP:Iteration 25Q (14878.620000 sec): 3 clusters
  Score: Raw -2380679.325576 + Penalty 3290.374171 = -2377388.951405
  nChanged 223
		SP:Iteration 26Q (14878.950000 sec): 3 clusters
  Score: Raw -2380781.342104 + Penalty 3290.374171 = -2377490.967932
  nChanged 210
		SP:Iteration 27Q (14879.310000 sec): 3 clusters
  Score: Raw -2380875.562228 + Penalty 3290.374171 = -2377585.188057
  nChanged 189
		SP:Iteration 28Q (14879.670000 sec): 3 clusters
  Score: Raw -2380953.736875 + Penalty 3290.374171 = -2377663.362704
  nChanged 179
		SP:Iteration 29Q (14880.030000 sec): 3 clusters
  Score: Raw -2381023.219877 + Penalty 3290.374171 = -2377732.845706
  nChanged 144
		SP:Iteration 30Q (14880.390000 sec): 3 clusters
  Score: Raw -2381075.747080 + Penalty 3290.374171 = -2377785.372909
  nChanged 131
		SP:Iteration 31Q (14880.750000 sec): 3 clusters
  Score: Raw -2381125.558503 + Penalty 3290.374171 = -2377835.184331
  nChanged 133
		SP:Iteration 32Q (14881.110000 sec): 3 clusters
  Score: Raw -2381180.878135 + Penalty 3290.374171 = -2377890.503964
  nChanged 112
		SP:Iteration 33Q (14881.500000 sec): 3 clusters
  Score: Raw -2381226.950326 + Penalty 3290.374171 = -2377936.576154
  nChanged 117
		SP:Iteration 34Q (14881.830000 sec): 3 clusters
  Score: Raw -2381277.488215 + Penalty 3290.374171 = -2377987.114043
  nChanged 94
		SP:Iteration 35Q (14882.170000 sec): 3 clusters
  Score: Raw -2381319.124618 + Penalty 3290.374171 = -2378028.750446
  nChanged 87
		SP:Iteration 36Q (14882.530000 sec): 3 clusters
  Score: Raw -2381354.262566 + Penalty 3290.374171 = -2378063.888394
  nChanged 84
		SP:Iteration 37Q (14882.890000 sec): 3 clusters
  Score: Raw -2381384.285695 + Penalty 3290.374171 = -2378093.911524
  nChanged 73
		SP:Iteration 38Q (14883.250000 sec): 3 clusters
  Score: Raw -2381412.039374 + Penalty 3290.374171 = -2378121.665202
  nChanged 66
		SP:Iteration 39Q (14883.610000 sec): 3 clusters
  Score: Raw -2381433.277690 + Penalty 3290.374171 = -2378142.903519
  nChanged 51
		SP:Iteration 40F (14883.970000 sec): 3 clusters
  Score: Raw -2381448.142330 + Penalty 3290.374171 = -2378157.768159
  nChanged 43
		SP:Iteration 41Q (14884.330000 sec): 3 clusters
  Score: Raw -2381460.818930 + Penalty 3290.374171 = -2378170.444759
  nChanged 40
		SP:Iteration 42Q (14884.690000 sec): 3 clusters
  Score: Raw -2381472.828121 + Penalty 3290.374171 = -2378182.453950
  nChanged 40
		SP:Iteration 43Q (14885.060000 sec): 3 clusters
  Score: Raw -2381483.627425 + Penalty 3290.374171 = -2378193.253254
  nChanged 32
		SP:Iteration 44Q (14885.420000 sec): 3 clusters
  Score: Raw -2381492.028922 + Penalty 3290.374171 = -2378201.654750
  nChanged 21
		SP:Iteration 45Q (14885.780000 sec): 3 clusters
  Score: Raw -2381498.404595 + Penalty 3290.374171 = -2378208.030424
  nChanged 31
		SP:Iteration 46Q (14886.140000 sec): 3 clusters
  Score: Raw -2381511.628964 + Penalty 3290.374171 = -2378221.254792
  nChanged 39
		SP:Iteration 47Q (14886.500000 sec): 3 clusters
  Score: Raw -2381526.716424 + Penalty 3290.374171 = -2378236.342253
  nChanged 37
		SP:Iteration 48Q (14886.860000 sec): 3 clusters
  Score: Raw -2381540.235317 + Penalty 3290.374171 = -2378249.861146
  nChanged 28
		SP:Iteration 49Q (14887.220000 sec): 3 clusters
  Score: Raw -2381549.533819 + Penalty 3290.374171 = -2378259.159647
  nChanged 29
		SP:Iteration 50Q (14887.520000 sec): 3 clusters
  Score: Raw -2381558.012945 + Penalty 3290.374171 = -2378267.638774
  nChanged 22
		SP:Iteration 51Q (14887.900000 sec): 3 clusters
  Score: Raw -2381567.036494 + Penalty 3290.374171 = -2378276.662323
  nChanged 19
		SP:Iteration 52Q (14888.240000 sec): 3 clusters
  Score: Raw -2381573.220354 + Penalty 3290.374171 = -2378282.846183
  nChanged 16
		SP:Iteration 53Q (14888.540000 sec): 3 clusters
  Score: Raw -2381577.794122 + Penalty 3290.374171 = -2378287.419951
  nChanged 12
		SP:Iteration 54Q (14888.940000 sec): 3 clusters
  Score: Raw -2381580.600283 + Penalty 3290.374171 = -2378290.226112
  nChanged 7
		SP:Iteration 55Q (14889.300000 sec): 3 clusters
  Score: Raw -2381582.322474 + Penalty 3290.374171 = -2378291.948303
  nChanged 9
		SP:Iteration 56Q (14889.660000 sec): 3 clusters
  Score: Raw -2381584.907440 + Penalty 3290.374171 = -2378294.533269
  nChanged 9
		SP:Iteration 57Q (14889.980000 sec): 3 clusters
  Score: Raw -2381587.086423 + Penalty 3290.374171 = -2378296.712252
  nChanged 8
		SP:Iteration 58Q (14890.340000 sec): 3 clusters
  Score: Raw -2381588.914766 + Penalty 3290.374171 = -2378298.540595
  nChanged 6
		SP:Iteration 59Q (14890.610000 sec): 3 clusters
  Score: Raw -2381589.834742 + Penalty 3290.374171 = -2378299.460571
  nChanged 4
		SP:Iteration 60F (14890.940000 sec): 3 clusters
  Score: Raw -2381590.430557 + Penalty 3290.374171 = -2378300.056386
  nChanged 4
		SP:Iteration 61Q (14891.310000 sec): 3 clusters
  Score: Raw -2381590.852055 + Penalty 3290.374171 = -2378300.477883
  nChanged 1
		SP:Iteration 62Q (14891.670000 sec): 3 clusters
  Score: Raw -2381591.118006 + Penalty 3290.374171 = -2378300.743835
  nChanged 1
		SP:Iteration 63Q (14892.020000 sec): 3 clusters
  Score: Raw -2381591.211618 + Penalty 3290.374171 = -2378300.837446
  nChanged 1
		SP:Iteration 64Q (14892.300000 sec): 3 clusters
  Score: Raw -2381591.427083 + Penalty 3290.374171 = -2378301.052911
  nChanged 1
		SP:Iteration 65Q (14892.670000 sec): 3 clusters
  Score: Raw -2381591.518624 + Penalty 3290.374171 = -2378301.144453
  nChanged 0
		SP:Iteration 66F (14892.980000 sec): 3 clusters
  Score: Raw -2381591.518624 + Penalty 3290.374171 = -2378301.144453
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (7646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14893.070000 sec): 2 clusters
  Score: Raw -653739.863991 + Penalty 1453.064911 = -652286.799080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14893.290000 sec): 3 clusters
  Score: Raw -649506.337797 + Penalty 2906.129822 = -646600.207975
  nChanged 3275
		SP:Iteration 1F (14893.410000 sec): 3 clusters
  Score: Raw -651786.488887 + Penalty 2906.129822 = -648880.359065
  nChanged 801
		SP:Iteration 2F (14893.530000 sec): 3 clusters
  Score: Raw -652652.581342 + Penalty 2906.129822 = -649746.451520
  nChanged 705
		SP:Iteration 3F (14893.720000 sec): 3 clusters
  Score: Raw -653332.573308 + Penalty 2906.129822 = -650426.443486
  nChanged 567
		SP:Iteration 4F (14893.840000 sec): 3 clusters
  Score: Raw -653754.558764 + Penalty 2906.129822 = -650848.428942
  nChanged 421
		SP:Iteration 5F (14893.960000 sec): 3 clusters
  Score: Raw -654012.250668 + Penalty 2906.129822 = -651106.120846
  nChanged 312
		SP:Iteration 6Q (14894.160000 sec): 3 clusters
  Score: Raw -654207.949940 + Penalty 2906.129822 = -651301.820118
  nChanged 278
		SP:Iteration 7Q (14894.350000 sec): 3 clusters
  Score: Raw -654343.034583 + Penalty 2906.129822 = -651436.904761
  nChanged 191
		SP:Iteration 8Q (14894.550000 sec): 3 clusters
  Score: Raw -654427.359208 + Penalty 2906.129822 = -651521.229386
  nChanged 151
		SP:Iteration 9Q (14894.750000 sec): 3 clusters
  Score: Raw -654480.052546 + Penalty 2906.129822 = -651573.922724
  nChanged 129
		SP:Iteration 10Q (14894.950000 sec): 3 clusters
  Score: Raw -654514.714307 + Penalty 2906.129822 = -651608.584484
  nChanged 75
		SP:Iteration 11Q (14895.150000 sec): 3 clusters
  Score: Raw -654535.371163 + Penalty 2906.129822 = -651629.241341
  nChanged 68
		SP:Iteration 12Q (14895.340000 sec): 3 clusters
  Score: Raw -654550.750979 + Penalty 2906.129822 = -651644.621157
  nChanged 48
		SP:Iteration 13Q (14895.470000 sec): 3 clusters
  Score: Raw -654560.335273 + Penalty 2906.129822 = -651654.205451
  nChanged 38
		SP:Iteration 14Q (14895.660000 sec): 3 clusters
  Score: Raw -654568.126849 + Penalty 2906.129822 = -651661.997027
  nChanged 39
		SP:Iteration 15Q (14895.860000 sec): 3 clusters
  Score: Raw -654576.999374 + Penalty 2906.129822 = -651670.869552
  nChanged 37
		SP:Iteration 16Q (14896.070000 sec): 3 clusters
  Score: Raw -654584.112909 + Penalty 2906.129822 = -651677.983087
  nChanged 38
		SP:Iteration 17Q (14896.260000 sec): 3 clusters
  Score: Raw -654591.420580 + Penalty 2906.129822 = -651685.290758
  nChanged 24
		SP:Iteration 18Q (14896.400000 sec): 3 clusters
  Score: Raw -654596.194389 + Penalty 2906.129822 = -651690.064567
  nChanged 21
		SP:Iteration 19Q (14896.580000 sec): 3 clusters
  Score: Raw -654598.925589 + Penalty 2906.129822 = -651692.795767
  nChanged 15
		SP:Iteration 20F (14896.780000 sec): 3 clusters
  Score: Raw -654601.306730 + Penalty 2906.129822 = -651695.176908
  nChanged 18
		SP:Iteration 21Q (14896.980000 sec): 3 clusters
  Score: Raw -654603.574706 + Penalty 2906.129822 = -651697.444884
  nChanged 10
		SP:Iteration 22Q (14897.180000 sec): 3 clusters
  Score: Raw -654604.874776 + Penalty 2906.129822 = -651698.744954
  nChanged 9
		SP:Iteration 23Q (14897.380000 sec): 3 clusters
  Score: Raw -654605.826332 + Penalty 2906.129822 = -651699.696510
  nChanged 7
		SP:Iteration 24Q (14897.580000 sec): 3 clusters
  Score: Raw -654606.707205 + Penalty 2906.129822 = -651700.577383
  nChanged 7
		SP:Iteration 25Q (14897.780000 sec): 3 clusters
  Score: Raw -654607.721510 + Penalty 2906.129822 = -651701.591688
  nChanged 5
		SP:Iteration 26Q (14897.990000 sec): 3 clusters
  Score: Raw -654608.240746 + Penalty 2906.129822 = -651702.110924
  nChanged 4
		SP:Iteration 27Q (14898.190000 sec): 3 clusters
  Score: Raw -654608.764486 + Penalty 2906.129822 = -651702.634664
  nChanged 7
		SP:Iteration 28Q (14898.390000 sec): 3 clusters
  Score: Raw -654610.130097 + Penalty 2906.129822 = -651704.000274
  nChanged 14
		SP:Iteration 29Q (14898.590000 sec): 3 clusters
  Score: Raw -654611.833032 + Penalty 2906.129822 = -651705.703210
  nChanged 14
		SP:Iteration 30Q (14898.790000 sec): 3 clusters
  Score: Raw -654613.920837 + Penalty 2906.129822 = -651707.791015
  nChanged 11
		SP:Iteration 31Q (14898.990000 sec): 3 clusters
  Score: Raw -654615.046225 + Penalty 2906.129822 = -651708.916403
  nChanged 11
		SP:Iteration 32Q (14899.190000 sec): 3 clusters
  Score: Raw -654616.034714 + Penalty 2906.129822 = -651709.904892
  nChanged 5
		SP:Iteration 33Q (14899.400000 sec): 3 clusters
  Score: Raw -654616.453758 + Penalty 2906.129822 = -651710.323936
  nChanged 3
		SP:Iteration 34Q (14899.600000 sec): 3 clusters
  Score: Raw -654616.750175 + Penalty 2906.129822 = -651710.620353
  nChanged 3
		SP:Iteration 35Q (14899.800000 sec): 3 clusters
  Score: Raw -654617.228968 + Penalty 2906.129822 = -651711.099146
  nChanged 4
		SP:Iteration 36Q (14900.000000 sec): 3 clusters
  Score: Raw -654618.080326 + Penalty 2906.129822 = -651711.950504
  nChanged 7
		SP:Iteration 37Q (14900.260000 sec): 3 clusters
  Score: Raw -654618.984888 + Penalty 2906.129822 = -651712.855066
  nChanged 7
		SP:Iteration 38Q (14900.470000 sec): 3 clusters
  Score: Raw -654620.006660 + Penalty 2906.129822 = -651713.876838
  nChanged 4
		SP:Iteration 39Q (14900.670000 sec): 3 clusters
  Score: Raw -654620.443330 + Penalty 2906.129822 = -651714.313508
  nChanged 1
		SP:Iteration 40F (14900.870000 sec): 3 clusters
  Score: Raw -654620.570975 + Penalty 2906.129822 = -651714.441153
  nChanged 2
		SP:Iteration 41Q (14901.060000 sec): 3 clusters
  Score: Raw -654620.839445 + Penalty 2906.129822 = -651714.709623
  nChanged 1
		SP:Iteration 42Q (14901.260000 sec): 3 clusters
  Score: Raw -654620.923135 + Penalty 2906.129822 = -651714.793313
  nChanged 1
		SP:Iteration 43Q (14901.490000 sec): 3 clusters
  Score: Raw -654620.976667 + Penalty 2906.129822 = -651714.846845
  nChanged 0
		SP:Iteration 44F (14901.700000 sec): 3 clusters
  Score: Raw -654620.976667 + Penalty 2906.129822 = -651714.846845
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (6950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14901.810000 sec): 2 clusters
  Score: Raw -469956.398155 + Penalty 1437.555753 = -468518.842402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14902.020000 sec): 3 clusters
  Score: Raw -466235.186026 + Penalty 2875.111505 = -463360.074521
  nChanged 2915
		SP:Iteration 1F (14902.130000 sec): 3 clusters
  Score: Raw -468192.235905 + Penalty 2875.111505 = -465317.124400
  nChanged 702
		SP:Iteration 2F (14902.350000 sec): 3 clusters
  Score: Raw -468826.306775 + Penalty 2875.111505 = -465951.195270
  nChanged 587
		SP:Iteration 3F (14902.510000 sec): 3 clusters
  Score: Raw -469424.734622 + Penalty 2875.111505 = -466549.623117
  nChanged 521
		SP:Iteration 4F (14902.720000 sec): 3 clusters
  Score: Raw -469924.477242 + Penalty 2875.111505 = -467049.365737
  nChanged 434
		SP:Iteration 5F (14902.920000 sec): 3 clusters
  Score: Raw -470295.274959 + Penalty 2875.111505 = -467420.163454
  nChanged 320
		SP:Iteration 6Q (14903.130000 sec): 3 clusters
  Score: Raw -470499.826648 + Penalty 2875.111505 = -467624.715143
  nChanged 210
		SP:Iteration 7Q (14903.330000 sec): 3 clusters
  Score: Raw -470622.128435 + Penalty 2875.111505 = -467747.016930
  nChanged 156
		SP:Iteration 8Q (14903.530000 sec): 3 clusters
  Score: Raw -470708.921527 + Penalty 2875.111505 = -467833.810022
  nChanged 121
		SP:Iteration 9Q (14903.640000 sec): 3 clusters
  Score: Raw -470764.893160 + Penalty 2875.111505 = -467889.781655
  nChanged 99
		SP:Iteration 10Q (14903.750000 sec): 3 clusters
  Score: Raw -470799.703600 + Penalty 2875.111505 = -467924.592095
  nChanged 76
		SP:Iteration 11Q (14903.940000 sec): 3 clusters
  Score: Raw -470826.075191 + Penalty 2875.111505 = -467950.963686
  nChanged 64
		SP:Iteration 12Q (14904.140000 sec): 3 clusters
  Score: Raw -470850.084822 + Penalty 2875.111505 = -467974.973317
  nChanged 68
		SP:Iteration 13Q (14904.250000 sec): 3 clusters
  Score: Raw -470871.981729 + Penalty 2875.111505 = -467996.870224
  nChanged 51
		SP:Iteration 14Q (14904.460000 sec): 3 clusters
  Score: Raw -470888.389826 + Penalty 2875.111505 = -468013.278321
  nChanged 45
		SP:Iteration 15Q (14904.670000 sec): 3 clusters
  Score: Raw -470901.473476 + Penalty 2875.111505 = -468026.361971
  nChanged 35
		SP:Iteration 16Q (14904.880000 sec): 3 clusters
  Score: Raw -470914.270123 + Penalty 2875.111505 = -468039.158618
  nChanged 29
		SP:Iteration 17Q (14905.090000 sec): 3 clusters
  Score: Raw -470923.619737 + Penalty 2875.111505 = -468048.508232
  nChanged 33
		SP:Iteration 18Q (14905.290000 sec): 3 clusters
  Score: Raw -470931.165553 + Penalty 2875.111505 = -468056.054048
  nChanged 25
		SP:Iteration 19Q (14905.480000 sec): 3 clusters
  Score: Raw -470938.129000 + Penalty 2875.111505 = -468063.017495
  nChanged 32
		SP:Iteration 20F (14905.590000 sec): 3 clusters
  Score: Raw -470946.915070 + Penalty 2875.111505 = -468071.803564
  nChanged 26
		SP:Iteration 21Q (14905.700000 sec): 3 clusters
  Score: Raw -470954.436047 + Penalty 2875.111505 = -468079.324542
  nChanged 29
		SP:Iteration 22Q (14905.820000 sec): 3 clusters
  Score: Raw -470964.418001 + Penalty 2875.111505 = -468089.306496
  nChanged 34
		SP:Iteration 23Q (14905.950000 sec): 3 clusters
  Score: Raw -470975.603035 + Penalty 2875.111505 = -468100.491530
  nChanged 38
		SP:Iteration 24Q (14906.150000 sec): 3 clusters
  Score: Raw -470989.846650 + Penalty 2875.111505 = -468114.735145
  nChanged 45
		SP:Iteration 25Q (14906.350000 sec): 3 clusters
  Score: Raw -471005.479967 + Penalty 2875.111505 = -468130.368462
  nChanged 46
		SP:Iteration 26Q (14906.550000 sec): 3 clusters
  Score: Raw -471019.946051 + Penalty 2875.111505 = -468144.834546
  nChanged 38
		SP:Iteration 27Q (14906.760000 sec): 3 clusters
  Score: Raw -471033.482932 + Penalty 2875.111505 = -468158.371427
  nChanged 39
		SP:Iteration 28Q (14906.960000 sec): 3 clusters
  Score: Raw -471046.154667 + Penalty 2875.111505 = -468171.043162
  nChanged 40
		SP:Iteration 29Q (14907.170000 sec): 3 clusters
  Score: Raw -471057.121821 + Penalty 2875.111505 = -468182.010316
  nChanged 38
		SP:Iteration 30Q (14907.370000 sec): 3 clusters
  Score: Raw -471066.724435 + Penalty 2875.111505 = -468191.612929
  nChanged 35
		SP:Iteration 31Q (14907.570000 sec): 3 clusters
  Score: Raw -471075.153950 + Penalty 2875.111505 = -468200.042445
  nChanged 28
		SP:Iteration 32Q (14907.770000 sec): 3 clusters
  Score: Raw -471082.592360 + Penalty 2875.111505 = -468207.480855
  nChanged 27
		SP:Iteration 33Q (14907.980000 sec): 3 clusters
  Score: Raw -471090.475755 + Penalty 2875.111505 = -468215.364250
  nChanged 29
		SP:Iteration 34Q (14908.180000 sec): 3 clusters
  Score: Raw -471097.770754 + Penalty 2875.111505 = -468222.659249
  nChanged 26
		SP:Iteration 35Q (14908.380000 sec): 3 clusters
  Score: Raw -471105.723396 + Penalty 2875.111505 = -468230.611891
  nChanged 24
		SP:Iteration 36Q (14908.620000 sec): 3 clusters
  Score: Raw -471112.084356 + Penalty 2875.111505 = -468236.972851
  nChanged 24
		SP:Iteration 37Q (14908.790000 sec): 3 clusters
  Score: Raw -471121.706780 + Penalty 2875.111505 = -468246.595275
  nChanged 27
		SP:Iteration 38Q (14908.990000 sec): 3 clusters
  Score: Raw -471131.117861 + Penalty 2875.111505 = -468256.006356
  nChanged 24
		SP:Iteration 39Q (14909.200000 sec): 3 clusters
  Score: Raw -471137.137736 + Penalty 2875.111505 = -468262.026231
  nChanged 28
		SP:Iteration 40F (14909.400000 sec): 3 clusters
  Score: Raw -471148.086248 + Penalty 2875.111505 = -468272.974743
  nChanged 33
		SP:Iteration 41Q (14909.610000 sec): 3 clusters
  Score: Raw -471161.999730 + Penalty 2875.111505 = -468286.888225
  nChanged 32
		SP:Iteration 42Q (14909.760000 sec): 3 clusters
  Score: Raw -471171.259817 + Penalty 2875.111505 = -468296.148312
  nChanged 23
		SP:Iteration 43Q (14909.870000 sec): 3 clusters
  Score: Raw -471176.970634 + Penalty 2875.111505 = -468301.859129
  nChanged 12
		SP:Iteration 44Q (14909.980000 sec): 3 clusters
  Score: Raw -471179.616753 + Penalty 2875.111505 = -468304.505248
  nChanged 8
		SP:Iteration 45Q (14910.090000 sec): 3 clusters
  Score: Raw -471181.067728 + Penalty 2875.111505 = -468305.956223
  nChanged 6
		SP:Iteration 46Q (14910.200000 sec): 3 clusters
  Score: Raw -471181.908113 + Penalty 2875.111505 = -468306.796607
  nChanged 3
		SP:Iteration 47Q (14910.310000 sec): 3 clusters
  Score: Raw -471182.530876 + Penalty 2875.111505 = -468307.419371
  nChanged 3
		SP:Iteration 48Q (14910.430000 sec): 3 clusters
  Score: Raw -471183.162783 + Penalty 2875.111505 = -468308.051278
  nChanged 5
		SP:Iteration 49Q (14910.550000 sec): 3 clusters
  Score: Raw -471183.737561 + Penalty 2875.111505 = -468308.626056
  nChanged 4
		SP:Iteration 50Q (14910.670000 sec): 3 clusters
  Score: Raw -471184.265346 + Penalty 2875.111505 = -468309.153841
  nChanged 4
		SP:Iteration 51Q (14910.860000 sec): 3 clusters
  Score: Raw -471184.988461 + Penalty 2875.111505 = -468309.876956
  nChanged 5
		SP:Iteration 52Q (14911.070000 sec): 3 clusters
  Score: Raw -471185.821101 + Penalty 2875.111505 = -468310.709596
  nChanged 2
		SP:Iteration 53Q (14911.170000 sec): 3 clusters
  Score: Raw -471186.404969 + Penalty 2875.111505 = -468311.293464
  nChanged 5
		SP:Iteration 54Q (14911.280000 sec): 3 clusters
  Score: Raw -471187.228099 + Penalty 2875.111505 = -468312.116594
  nChanged 2
		SP:Iteration 55Q (14911.510000 sec): 3 clusters
  Score: Raw -471187.597488 + Penalty 2875.111505 = -468312.485983
  nChanged 1
		SP:Iteration 56Q (14911.670000 sec): 3 clusters
  Score: Raw -471187.669706 + Penalty 2875.111505 = -468312.558201
  nChanged 2
		SP:Iteration 57Q (14911.920000 sec): 3 clusters
  Score: Raw -471187.806866 + Penalty 2875.111505 = -468312.695361
  nChanged 0
		SP:Iteration 58F (14912.080000 sec): 3 clusters
  Score: Raw -471187.806866 + Penalty 2875.111505 = -468312.695361
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14912.150000 sec): 2 clusters
  Score: Raw -99701.243074 + Penalty 1147.327409 = -98553.915665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14912.330000 sec): 3 clusters
  Score: Raw -99292.200675 + Penalty 2294.654819 = -96997.545856
  nChanged 369
		SP:Iteration 1F (14912.500000 sec): 3 clusters
  Score: Raw -99618.637048 + Penalty 2294.654819 = -97323.982229
  nChanged 91
		SP:Iteration 2F (14912.680000 sec): 3 clusters
  Score: Raw -99711.590559 + Penalty 2294.654819 = -97416.935740
  nChanged 53
		SP:Iteration 3Q (14912.770000 sec): 3 clusters
  Score: Raw -99773.217779 + Penalty 2294.654819 = -97478.562960
  nChanged 46
		SP:Iteration 4Q (14912.800000 sec): 3 clusters
  Score: Raw -99820.918676 + Penalty 2294.654819 = -97526.263857
  nChanged 24
		SP:Iteration 5Q (14912.820000 sec): 3 clusters
  Score: Raw -99843.291900 + Penalty 2294.654819 = -97548.637081
  nChanged 15
		SP:Iteration 6Q (14912.850000 sec): 3 clusters
  Score: Raw -99857.537096 + Penalty 2294.654819 = -97562.882277
  nChanged 10
		SP:Iteration 7Q (14912.880000 sec): 3 clusters
  Score: Raw -99868.621428 + Penalty 2294.654819 = -97573.966609
  nChanged 5
		SP:Iteration 8Q (14912.910000 sec): 3 clusters
  Score: Raw -99871.710938 + Penalty 2294.654819 = -97577.056119
  nChanged 6
		SP:Iteration 9Q (14912.930000 sec): 3 clusters
  Score: Raw -99875.949874 + Penalty 2294.654819 = -97581.295055
  nChanged 6
		SP:Iteration 10Q (14912.950000 sec): 3 clusters
  Score: Raw -99881.244346 + Penalty 2294.654819 = -97586.589527
  nChanged 5
		SP:Iteration 11Q (14912.980000 sec): 3 clusters
  Score: Raw -99885.188761 + Penalty 2294.654819 = -97590.533942
  nChanged 4
		SP:Iteration 12Q (14913.010000 sec): 3 clusters
  Score: Raw -99889.105054 + Penalty 2294.654819 = -97594.450235
  nChanged 3
		SP:Iteration 13Q (14913.030000 sec): 3 clusters
  Score: Raw -99890.920457 + Penalty 2294.654819 = -97596.265638
  nChanged 2
		SP:Iteration 14Q (14913.060000 sec): 3 clusters
  Score: Raw -99892.348420 + Penalty 2294.654819 = -97597.693601
  nChanged 2
		SP:Iteration 15Q (14913.090000 sec): 3 clusters
  Score: Raw -99892.967000 + Penalty 2294.654819 = -97598.312181
  nChanged 1
		SP:Iteration 16Q (14913.120000 sec): 3 clusters
  Score: Raw -99893.500234 + Penalty 2294.654819 = -97598.845415
  nChanged 1
		SP:Iteration 17Q (14913.140000 sec): 3 clusters
  Score: Raw -99894.507825 + Penalty 2294.654819 = -97599.853006
  nChanged 1
		SP:Iteration 18Q (14913.170000 sec): 3 clusters
  Score: Raw -99895.238176 + Penalty 2294.654819 = -97600.583357
  nChanged 0
		SP:Iteration 19F (14913.190000 sec): 3 clusters
  Score: Raw -99895.238176 + Penalty 2294.654819 = -97600.583357
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (11926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14913.330000 sec): 2 clusters
  Score: Raw -1009861.923149 + Penalty 1525.302378 = -1008336.620772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14913.580000 sec): 3 clusters
  Score: Raw -1003045.958653 + Penalty 3050.604755 = -999995.353898
  nChanged 5204
		SP:Iteration 1F (14913.830000 sec): 3 clusters
  Score: Raw -1006576.752571 + Penalty 3050.604755 = -1003526.147816
  nChanged 1078
		SP:Iteration 2F (14914.090000 sec): 3 clusters
  Score: Raw -1007338.214759 + Penalty 3050.604755 = -1004287.610004
  nChanged 898
		SP:Iteration 3F (14914.330000 sec): 3 clusters
  Score: Raw -1007880.973669 + Penalty 3050.604755 = -1004830.368914
  nChanged 681
		SP:Iteration 4F (14914.590000 sec): 3 clusters
  Score: Raw -1008256.625741 + Penalty 3050.604755 = -1005206.020986
  nChanged 542
		SP:Iteration 5Q (14914.840000 sec): 3 clusters
  Score: Raw -1008527.202304 + Penalty 3050.604755 = -1005476.597549
  nChanged 469
		SP:Iteration 6Q (14915.090000 sec): 3 clusters
  Score: Raw -1008760.498619 + Penalty 3050.604755 = -1005709.893864
  nChanged 432
		SP:Iteration 7Q (14915.250000 sec): 3 clusters
  Score: Raw -1008968.651427 + Penalty 3050.604755 = -1005918.046672
  nChanged 363
		SP:Iteration 8Q (14915.510000 sec): 3 clusters
  Score: Raw -1009122.449585 + Penalty 3050.604755 = -1006071.844829
  nChanged 302
		SP:Iteration 9Q (14915.760000 sec): 3 clusters
  Score: Raw -1009219.557801 + Penalty 3050.604755 = -1006168.953046
  nChanged 216
		SP:Iteration 10Q (14916.010000 sec): 3 clusters
  Score: Raw -1009274.101567 + Penalty 3050.604755 = -1006223.496812
  nChanged 152
		SP:Iteration 11Q (14916.270000 sec): 3 clusters
  Score: Raw -1009310.101150 + Penalty 3050.604755 = -1006259.496395
  nChanged 117
		SP:Iteration 12Q (14916.520000 sec): 3 clusters
  Score: Raw -1009338.377394 + Penalty 3050.604755 = -1006287.772639
  nChanged 101
		SP:Iteration 13Q (14916.770000 sec): 3 clusters
  Score: Raw -1009361.142388 + Penalty 3050.604755 = -1006310.537633
  nChanged 87
		SP:Iteration 14Q (14917.020000 sec): 3 clusters
  Score: Raw -1009380.105290 + Penalty 3050.604755 = -1006329.500534
  nChanged 79
		SP:Iteration 15Q (14917.290000 sec): 3 clusters
  Score: Raw -1009396.304070 + Penalty 3050.604755 = -1006345.699315
  nChanged 80
		SP:Iteration 16Q (14917.500000 sec): 3 clusters
  Score: Raw -1009410.820365 + Penalty 3050.604755 = -1006360.215610
  nChanged 60
		SP:Iteration 17Q (14917.730000 sec): 3 clusters
  Score: Raw -1009424.716322 + Penalty 3050.604755 = -1006374.111567
  nChanged 77
		SP:Iteration 18Q (14918.010000 sec): 3 clusters
  Score: Raw -1009445.472271 + Penalty 3050.604755 = -1006394.867516
  nChanged 76
		SP:Iteration 19Q (14918.250000 sec): 3 clusters
  Score: Raw -1009465.415207 + Penalty 3050.604755 = -1006414.810452
  nChanged 102
		SP:Iteration 20F (14918.420000 sec): 3 clusters
  Score: Raw -1009493.719802 + Penalty 3050.604755 = -1006443.115047
  nChanged 114
		SP:Iteration 21Q (14918.680000 sec): 3 clusters
  Score: Raw -1009524.299445 + Penalty 3050.604755 = -1006473.694690
  nChanged 108
		SP:Iteration 22Q (14918.930000 sec): 3 clusters
  Score: Raw -1009552.523381 + Penalty 3050.604755 = -1006501.918626
  nChanged 109
		SP:Iteration 23Q (14919.190000 sec): 3 clusters
  Score: Raw -1009580.672177 + Penalty 3050.604755 = -1006530.067422
  nChanged 105
		SP:Iteration 24Q (14919.430000 sec): 3 clusters
  Score: Raw -1009609.698054 + Penalty 3050.604755 = -1006559.093299
  nChanged 101
		SP:Iteration 25Q (14919.730000 sec): 3 clusters
  Score: Raw -1009637.030534 + Penalty 3050.604755 = -1006586.425779
  nChanged 105
		SP:Iteration 26Q (14919.900000 sec): 3 clusters
  Score: Raw -1009666.982334 + Penalty 3050.604755 = -1006616.377579
  nChanged 94
		SP:Iteration 27Q (14920.110000 sec): 3 clusters
  Score: Raw -1009694.150382 + Penalty 3050.604755 = -1006643.545627
  nChanged 100
		SP:Iteration 28Q (14920.260000 sec): 3 clusters
  Score: Raw -1009728.355887 + Penalty 3050.604755 = -1006677.751132
  nChanged 130
		SP:Iteration 29Q (14920.540000 sec): 3 clusters
  Score: Raw -1009772.363643 + Penalty 3050.604755 = -1006721.758888
  nChanged 137
		SP:Iteration 30Q (14920.740000 sec): 3 clusters
  Score: Raw -1009820.239212 + Penalty 3050.604755 = -1006769.634456
  nChanged 136
		SP:Iteration 31Q (14920.950000 sec): 3 clusters
  Score: Raw -1009860.609404 + Penalty 3050.604755 = -1006810.004648
  nChanged 131
		SP:Iteration 32Q (14921.150000 sec): 3 clusters
  Score: Raw -1009905.776877 + Penalty 3050.604755 = -1006855.172122
  nChanged 131
		SP:Iteration 33Q (14921.360000 sec): 3 clusters
  Score: Raw -1009955.533351 + Penalty 3050.604755 = -1006904.928596
  nChanged 134
		SP:Iteration 34Q (14921.570000 sec): 3 clusters
  Score: Raw -1010006.324782 + Penalty 3050.604755 = -1006955.720027
  nChanged 128
		SP:Iteration 35Q (14921.780000 sec): 3 clusters
  Score: Raw -1010056.403359 + Penalty 3050.604755 = -1007005.798604
  nChanged 127
		SP:Iteration 36Q (14921.980000 sec): 3 clusters
  Score: Raw -1010104.550655 + Penalty 3050.604755 = -1007053.945900
  nChanged 116
		SP:Iteration 37Q (14922.190000 sec): 3 clusters
  Score: Raw -1010149.047006 + Penalty 3050.604755 = -1007098.442251
  nChanged 110
		SP:Iteration 38Q (14922.400000 sec): 3 clusters
  Score: Raw -1010190.935967 + Penalty 3050.604755 = -1007140.331211
  nChanged 107
		SP:Iteration 39Q (14922.610000 sec): 3 clusters
  Score: Raw -1010234.702993 + Penalty 3050.604755 = -1007184.098238
  nChanged 100
		SP:Iteration 40F (14922.820000 sec): 3 clusters
  Score: Raw -1010274.453199 + Penalty 3050.604755 = -1007223.848443
  nChanged 102
		SP:Iteration 41Q (14923.060000 sec): 3 clusters
  Score: Raw -1010316.518733 + Penalty 3050.604755 = -1007265.913978
  nChanged 99
		SP:Iteration 42Q (14923.280000 sec): 3 clusters
  Score: Raw -1010362.258662 + Penalty 3050.604755 = -1007311.653907
  nChanged 99
		SP:Iteration 43Q (14923.540000 sec): 3 clusters
  Score: Raw -1010416.452785 + Penalty 3050.604755 = -1007365.848030
  nChanged 96
		SP:Iteration 44Q (14923.750000 sec): 3 clusters
  Score: Raw -1010461.715688 + Penalty 3050.604755 = -1007411.110933
  nChanged 91
		SP:Iteration 45Q (14923.960000 sec): 3 clusters
  Score: Raw -1010500.648264 + Penalty 3050.604755 = -1007450.043509
  nChanged 75
		SP:Iteration 46Q (14924.170000 sec): 3 clusters
  Score: Raw -1010528.860754 + Penalty 3050.604755 = -1007478.255999
  nChanged 67
		SP:Iteration 47Q (14924.380000 sec): 3 clusters
  Score: Raw -1010555.899176 + Penalty 3050.604755 = -1007505.294421
  nChanged 79
		SP:Iteration 48Q (14924.590000 sec): 3 clusters
  Score: Raw -1010592.344704 + Penalty 3050.604755 = -1007541.739949
  nChanged 76
		SP:Iteration 49Q (14924.800000 sec): 3 clusters
  Score: Raw -1010622.819923 + Penalty 3050.604755 = -1007572.215167
  nChanged 64
		SP:Iteration 50Q (14925.010000 sec): 3 clusters
  Score: Raw -1010649.293739 + Penalty 3050.604755 = -1007598.688984
  nChanged 55
		SP:Iteration 51Q (14925.220000 sec): 3 clusters
  Score: Raw -1010680.313646 + Penalty 3050.604755 = -1007629.708891
  nChanged 67
		SP:Iteration 52Q (14925.430000 sec): 3 clusters
  Score: Raw -1010730.018774 + Penalty 3050.604755 = -1007679.414019
  nChanged 68
		SP:Iteration 53Q (14925.640000 sec): 3 clusters
  Score: Raw -1010791.026881 + Penalty 3050.604755 = -1007740.422126
  nChanged 76
		SP:Iteration 54Q (14925.840000 sec): 3 clusters
  Score: Raw -1010849.507652 + Penalty 3050.604755 = -1007798.902897
  nChanged 65
		SP:Iteration 55Q (14926.060000 sec): 3 clusters
  Score: Raw -1010890.329944 + Penalty 3050.604755 = -1007839.725189
  nChanged 57
		SP:Iteration 56Q (14926.260000 sec): 3 clusters
  Score: Raw -1010913.186669 + Penalty 3050.604755 = -1007862.581913
  nChanged 42
		SP:Iteration 57Q (14926.470000 sec): 3 clusters
  Score: Raw -1010926.709414 + Penalty 3050.604755 = -1007876.104659
  nChanged 38
		SP:Iteration 58Q (14926.680000 sec): 3 clusters
  Score: Raw -1010936.854426 + Penalty 3050.604755 = -1007886.249670
  nChanged 26
		SP:Iteration 59Q (14926.890000 sec): 3 clusters
  Score: Raw -1010942.213692 + Penalty 3050.604755 = -1007891.608937
  nChanged 16
		SP:Iteration 60F (14927.140000 sec): 3 clusters
  Score: Raw -1010944.554641 + Penalty 3050.604755 = -1007893.949886
  nChanged 9
		SP:Iteration 61Q (14927.350000 sec): 3 clusters
  Score: Raw -1010946.110467 + Penalty 3050.604755 = -1007895.505712
  nChanged 9
		SP:Iteration 62Q (14927.560000 sec): 3 clusters
  Score: Raw -1010947.524831 + Penalty 3050.604755 = -1007896.920076
  nChanged 5
		SP:Iteration 63Q (14927.760000 sec): 3 clusters
  Score: Raw -1010948.455119 + Penalty 3050.604755 = -1007897.850364
  nChanged 3
		SP:Iteration 64Q (14927.970000 sec): 3 clusters
  Score: Raw -1010948.965065 + Penalty 3050.604755 = -1007898.360310
  nChanged 3
		SP:Iteration 65Q (14928.110000 sec): 3 clusters
  Score: Raw -1010949.591367 + Penalty 3050.604755 = -1007898.986612
  nChanged 4
		SP:Iteration 66Q (14928.350000 sec): 3 clusters
  Score: Raw -1010950.688052 + Penalty 3050.604755 = -1007900.083296
  nChanged 5
		SP:Iteration 67Q (14928.560000 sec): 3 clusters
  Score: Raw -1010951.754011 + Penalty 3050.604755 = -1007901.149256
  nChanged 7
		SP:Iteration 68Q (14928.770000 sec): 3 clusters
  Score: Raw -1010954.069410 + Penalty 3050.604755 = -1007903.464655
  nChanged 9
		SP:Iteration 69Q (14928.980000 sec): 3 clusters
  Score: Raw -1010956.005242 + Penalty 3050.604755 = -1007905.400487
  nChanged 10
		SP:Iteration 70Q (14929.190000 sec): 3 clusters
  Score: Raw -1010959.517671 + Penalty 3050.604755 = -1007908.912916
  nChanged 8
		SP:Iteration 71Q (14929.400000 sec): 3 clusters
  Score: Raw -1010962.484654 + Penalty 3050.604755 = -1007911.879899
  nChanged 6
		SP:Iteration 72Q (14929.610000 sec): 3 clusters
  Score: Raw -1010964.399179 + Penalty 3050.604755 = -1007913.794424
  nChanged 10
		SP:Iteration 73Q (14929.820000 sec): 3 clusters
  Score: Raw -1010966.945858 + Penalty 3050.604755 = -1007916.341103
  nChanged 12
		SP:Iteration 74Q (14930.030000 sec): 3 clusters
  Score: Raw -1010970.720454 + Penalty 3050.604755 = -1007920.115699
  nChanged 9
		SP:Iteration 75Q (14930.240000 sec): 3 clusters
  Score: Raw -1010973.829486 + Penalty 3050.604755 = -1007923.224731
  nChanged 9
		SP:Iteration 76Q (14930.450000 sec): 3 clusters
  Score: Raw -1010975.790003 + Penalty 3050.604755 = -1007925.185248
  nChanged 5
		SP:Iteration 77Q (14930.660000 sec): 3 clusters
  Score: Raw -1010976.880938 + Penalty 3050.604755 = -1007926.276183
  nChanged 7
		SP:Iteration 78Q (14930.870000 sec): 3 clusters
  Score: Raw -1010978.764858 + Penalty 3050.604755 = -1007928.160103
  nChanged 9
		SP:Iteration 79Q (14931.080000 sec): 3 clusters
  Score: Raw -1010980.542186 + Penalty 3050.604755 = -1007929.937430
  nChanged 10
		SP:Iteration 80F (14931.330000 sec): 3 clusters
  Score: Raw -1010982.548022 + Penalty 3050.604755 = -1007931.943267
  nChanged 6
		SP:Iteration 81Q (14931.550000 sec): 3 clusters
  Score: Raw -1010984.366003 + Penalty 3050.604755 = -1007933.761248
  nChanged 4
		SP:Iteration 82Q (14931.750000 sec): 3 clusters
  Score: Raw -1010984.987889 + Penalty 3050.604755 = -1007934.383134
  nChanged 4
		SP:Iteration 83Q (14932.050000 sec): 3 clusters
  Score: Raw -1010985.639080 + Penalty 3050.604755 = -1007935.034325
  nChanged 3
		SP:Iteration 84Q (14932.230000 sec): 3 clusters
  Score: Raw -1010986.038799 + Penalty 3050.604755 = -1007935.434044
  nChanged 0
		SP:Iteration 85F (14932.490000 sec): 3 clusters
  Score: Raw -1010986.038799 + Penalty 3050.604755 = -1007935.434044
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14932.540000 sec): 2 clusters
  Score: Raw -68684.557721 + Penalty 1105.749860 = -67578.807862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14932.570000 sec): 3 clusters
  Score: Raw -68435.091181 + Penalty 2211.499719 = -66223.591461
  nChanged 263
		SP:Iteration 1F (14932.590000 sec): 3 clusters
  Score: Raw -68739.708386 + Penalty 2211.499719 = -66528.208667
  nChanged 78
		SP:Iteration 2F (14932.620000 sec): 3 clusters
  Score: Raw -68871.582052 + Penalty 2211.499719 = -66660.082333
  nChanged 51
		SP:Iteration 3F (14932.640000 sec): 3 clusters
  Score: Raw -68938.984360 + Penalty 2211.499719 = -66727.484641
  nChanged 41
		SP:Iteration 4Q (14932.670000 sec): 3 clusters
  Score: Raw -68984.964711 + Penalty 2211.499719 = -66773.464992
  nChanged 30
		SP:Iteration 5Q (14932.690000 sec): 3 clusters
  Score: Raw -69037.888553 + Penalty 2211.499719 = -66826.388834
  nChanged 21
		SP:Iteration 6Q (14932.720000 sec): 3 clusters
  Score: Raw -69068.390206 + Penalty 2211.499719 = -66856.890487
  nChanged 16
		SP:Iteration 7Q (14932.740000 sec): 3 clusters
  Score: Raw -69096.256351 + Penalty 2211.499719 = -66884.756632
  nChanged 12
		SP:Iteration 8Q (14932.770000 sec): 3 clusters
  Score: Raw -69104.996853 + Penalty 2211.499719 = -66893.497134
  nChanged 10
		SP:Iteration 9Q (14932.790000 sec): 3 clusters
  Score: Raw -69113.232671 + Penalty 2211.499719 = -66901.732952
  nChanged 9
		SP:Iteration 10Q (14932.820000 sec): 3 clusters
  Score: Raw -69124.027173 + Penalty 2211.499719 = -66912.527454
  nChanged 8
		SP:Iteration 11Q (14932.840000 sec): 3 clusters
  Score: Raw -69132.984391 + Penalty 2211.499719 = -66921.484672
  nChanged 9
		SP:Iteration 12Q (14932.870000 sec): 3 clusters
  Score: Raw -69148.351879 + Penalty 2211.499719 = -66936.852160
  nChanged 7
		SP:Iteration 13Q (14932.890000 sec): 3 clusters
  Score: Raw -69153.559629 + Penalty 2211.499719 = -66942.059910
  nChanged 5
		SP:Iteration 14Q (14932.910000 sec): 3 clusters
  Score: Raw -69157.523744 + Penalty 2211.499719 = -66946.024025
  nChanged 2
		SP:Iteration 15Q (14932.940000 sec): 3 clusters
  Score: Raw -69159.979260 + Penalty 2211.499719 = -66948.479541
  nChanged 5
		SP:Iteration 16Q (14932.960000 sec): 3 clusters
  Score: Raw -69167.165733 + Penalty 2211.499719 = -66955.666014
  nChanged 6
		SP:Iteration 17Q (14932.990000 sec): 3 clusters
  Score: Raw -69178.786530 + Penalty 2211.499719 = -66967.286811
  nChanged 5
		SP:Iteration 18Q (14933.010000 sec): 3 clusters
  Score: Raw -69185.796604 + Penalty 2211.499719 = -66974.296885
  nChanged 6
		SP:Iteration 19Q (14933.040000 sec): 3 clusters
  Score: Raw -69190.443992 + Penalty 2211.499719 = -66978.944273
  nChanged 2
		SP:Iteration 20F (14933.060000 sec): 3 clusters
  Score: Raw -69192.037006 + Penalty 2211.499719 = -66980.537287
  nChanged 2
		SP:Iteration 21Q (14933.090000 sec): 3 clusters
  Score: Raw -69193.878335 + Penalty 2211.499719 = -66982.378616
  nChanged 2
		SP:Iteration 22Q (14933.110000 sec): 3 clusters
  Score: Raw -69195.973542 + Penalty 2211.499719 = -66984.473823
  nChanged 2
		SP:Iteration 23Q (14933.140000 sec): 3 clusters
  Score: Raw -69198.263641 + Penalty 2211.499719 = -66986.763922
  nChanged 5
		SP:Iteration 24Q (14933.160000 sec): 3 clusters
  Score: Raw -69203.894224 + Penalty 2211.499719 = -66992.394505
  nChanged 3
		SP:Iteration 25Q (14933.190000 sec): 3 clusters
  Score: Raw -69207.130824 + Penalty 2211.499719 = -66995.631105
  nChanged 2
		SP:Iteration 26Q (14933.210000 sec): 3 clusters
  Score: Raw -69209.211048 + Penalty 2211.499719 = -66997.711329
  nChanged 1
		SP:Iteration 27Q (14933.230000 sec): 3 clusters
  Score: Raw -69210.172852 + Penalty 2211.499719 = -66998.673133
  nChanged 3
		SP:Iteration 28Q (14933.260000 sec): 3 clusters
  Score: Raw -69212.406347 + Penalty 2211.499719 = -67000.906628
  nChanged 2
		SP:Iteration 29Q (14933.290000 sec): 3 clusters
  Score: Raw -69214.302590 + Penalty 2211.499719 = -67002.802871
  nChanged 3
		SP:Iteration 30Q (14933.310000 sec): 3 clusters
  Score: Raw -69218.221075 + Penalty 2211.499719 = -67006.721356
  nChanged 2
		SP:Iteration 31Q (14933.330000 sec): 3 clusters
  Score: Raw -69226.359721 + Penalty 2211.499719 = -67014.860002
  nChanged 3
		SP:Iteration 32Q (14933.360000 sec): 3 clusters
  Score: Raw -69231.543135 + Penalty 2211.499719 = -67020.043416
  nChanged 8
		SP:Iteration 33Q (14933.380000 sec): 3 clusters
  Score: Raw -69254.428063 + Penalty 2211.499719 = -67042.928344
  nChanged 9
		SP:Iteration 34Q (14933.410000 sec): 3 clusters
  Score: Raw -69264.304617 + Penalty 2211.499719 = -67052.804898
  nChanged 4
		SP:Iteration 35Q (14933.430000 sec): 3 clusters
  Score: Raw -69267.350494 + Penalty 2211.499719 = -67055.850775
  nChanged 3
		SP:Iteration 36Q (14933.460000 sec): 3 clusters
  Score: Raw -69269.226514 + Penalty 2211.499719 = -67057.726795
  nChanged 3
		SP:Iteration 37Q (14933.480000 sec): 3 clusters
  Score: Raw -69272.221864 + Penalty 2211.499719 = -67060.722145
  nChanged 5
		SP:Iteration 38Q (14933.510000 sec): 3 clusters
  Score: Raw -69283.124507 + Penalty 2211.499719 = -67071.624788
  nChanged 11
		SP:Iteration 39Q (14933.530000 sec): 3 clusters
  Score: Raw -69305.278959 + Penalty 2211.499719 = -67093.779240
  nChanged 11
		SP:Iteration 40F (14933.550000 sec): 3 clusters
  Score: Raw -69327.451613 + Penalty 2211.499719 = -67115.951894
  nChanged 12
		SP:Iteration 41Q (14933.580000 sec): 3 clusters
  Score: Raw -69371.561726 + Penalty 2211.499719 = -67160.062007
  nChanged 15
		SP:Iteration 42Q (14933.610000 sec): 3 clusters
  Score: Raw -69467.323614 + Penalty 2211.499719 = -67255.823895
  nChanged 21
		SP:Iteration 43Q (14933.630000 sec): 3 clusters
  Score: Raw -69571.944819 + Penalty 2211.499719 = -67360.445100
  nChanged 13
		SP:Iteration 44Q (14933.650000 sec): 3 clusters
  Score: Raw -69624.275413 + Penalty 2211.499719 = -67412.775694
  nChanged 10
		SP:Iteration 45Q (14933.690000 sec): 3 clusters
  Score: Raw -69661.220444 + Penalty 2211.499719 = -67449.720725
  nChanged 8
		SP:Iteration 46Q (14933.720000 sec): 3 clusters
  Score: Raw -69675.720586 + Penalty 2211.499719 = -67464.220866
  nChanged 7
		SP:Iteration 47Q (14933.740000 sec): 3 clusters
  Score: Raw -69687.090352 + Penalty 2211.499719 = -67475.590633
  nChanged 2
		SP:Iteration 48Q (14933.770000 sec): 3 clusters
  Score: Raw -69688.670829 + Penalty 2211.499719 = -67477.171110
  nChanged 0
		SP:Iteration 49F (14933.790000 sec): 3 clusters
  Score: Raw -69688.670829 + Penalty 2211.499719 = -67477.171110
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (3794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14933.860000 sec): 2 clusters
  Score: Raw -311137.504508 + Penalty 1339.191124 = -309798.313383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14933.940000 sec): 3 clusters
  Score: Raw -309287.673346 + Penalty 2678.382249 = -306609.291097
  nChanged 1482
		SP:Iteration 1F (14934.010000 sec): 3 clusters
  Score: Raw -310214.060254 + Penalty 2678.382249 = -307535.678005
  nChanged 354
		SP:Iteration 2F (14934.090000 sec): 3 clusters
  Score: Raw -310525.412375 + Penalty 2678.382249 = -307847.030126
  nChanged 273
		SP:Iteration 3F (14934.170000 sec): 3 clusters
  Score: Raw -310766.435403 + Penalty 2678.382249 = -308088.053154
  nChanged 250
		SP:Iteration 4F (14934.250000 sec): 3 clusters
  Score: Raw -310992.693627 + Penalty 2678.382249 = -308314.311378
  nChanged 240
		SP:Iteration 5F (14934.330000 sec): 3 clusters
  Score: Raw -311244.614719 + Penalty 2678.382249 = -308566.232470
  nChanged 218
		SP:Iteration 6F (14934.400000 sec): 3 clusters
  Score: Raw -311442.676066 + Penalty 2678.382249 = -308764.293817
  nChanged 164
		SP:Iteration 7Q (14934.480000 sec): 3 clusters
  Score: Raw -311594.431877 + Penalty 2678.382249 = -308916.049628
  nChanged 130
		SP:Iteration 8Q (14934.560000 sec): 3 clusters
  Score: Raw -311709.901389 + Penalty 2678.382249 = -309031.519140
  nChanged 108
		SP:Iteration 9Q (14934.640000 sec): 3 clusters
  Score: Raw -311791.208851 + Penalty 2678.382249 = -309112.826602
  nChanged 82
		SP:Iteration 10Q (14934.710000 sec): 3 clusters
  Score: Raw -311839.038758 + Penalty 2678.382249 = -309160.656509
  nChanged 46
		SP:Iteration 11Q (14934.790000 sec): 3 clusters
  Score: Raw -311866.352485 + Penalty 2678.382249 = -309187.970236
  nChanged 43
		SP:Iteration 12Q (14934.870000 sec): 3 clusters
  Score: Raw -311891.871827 + Penalty 2678.382249 = -309213.489578
  nChanged 36
		SP:Iteration 13Q (14934.950000 sec): 3 clusters
  Score: Raw -311914.069337 + Penalty 2678.382249 = -309235.687088
  nChanged 30
		SP:Iteration 14Q (14935.030000 sec): 3 clusters
  Score: Raw -311929.956677 + Penalty 2678.382249 = -309251.574428
  nChanged 32
		SP:Iteration 15Q (14935.100000 sec): 3 clusters
  Score: Raw -311948.904878 + Penalty 2678.382249 = -309270.522629
  nChanged 36
		SP:Iteration 16Q (14935.180000 sec): 3 clusters
  Score: Raw -311965.543528 + Penalty 2678.382249 = -309287.161279
  nChanged 33
		SP:Iteration 17Q (14935.260000 sec): 3 clusters
  Score: Raw -311980.529618 + Penalty 2678.382249 = -309302.147369
  nChanged 26
		SP:Iteration 18Q (14935.330000 sec): 3 clusters
  Score: Raw -311994.527278 + Penalty 2678.382249 = -309316.145029
  nChanged 28
		SP:Iteration 19Q (14935.410000 sec): 3 clusters
  Score: Raw -312007.691624 + Penalty 2678.382249 = -309329.309375
  nChanged 20
		SP:Iteration 20F (14935.490000 sec): 3 clusters
  Score: Raw -312015.713990 + Penalty 2678.382249 = -309337.331741
  nChanged 19
		SP:Iteration 21Q (14935.570000 sec): 3 clusters
  Score: Raw -312023.753613 + Penalty 2678.382249 = -309345.371364
  nChanged 18
		SP:Iteration 22Q (14935.650000 sec): 3 clusters
  Score: Raw -312034.850235 + Penalty 2678.382249 = -309356.467986
  nChanged 34
		SP:Iteration 23Q (14935.720000 sec): 3 clusters
  Score: Raw -312051.674048 + Penalty 2678.382249 = -309373.291800
  nChanged 46
		SP:Iteration 24Q (14935.800000 sec): 3 clusters
  Score: Raw -312078.954363 + Penalty 2678.382249 = -309400.572114
  nChanged 48
		SP:Iteration 25Q (14935.870000 sec): 3 clusters
  Score: Raw -312113.147901 + Penalty 2678.382249 = -309434.765652
  nChanged 53
		SP:Iteration 26Q (14935.950000 sec): 3 clusters
  Score: Raw -312148.642558 + Penalty 2678.382249 = -309470.260309
  nChanged 55
		SP:Iteration 27Q (14936.030000 sec): 3 clusters
  Score: Raw -312183.286547 + Penalty 2678.382249 = -309504.904298
  nChanged 54
		SP:Iteration 28Q (14936.110000 sec): 3 clusters
  Score: Raw -312216.869594 + Penalty 2678.382249 = -309538.487345
  nChanged 54
		SP:Iteration 29Q (14936.180000 sec): 3 clusters
  Score: Raw -312257.691721 + Penalty 2678.382249 = -309579.309472
  nChanged 64
		SP:Iteration 30Q (14936.260000 sec): 3 clusters
  Score: Raw -312299.421444 + Penalty 2678.382249 = -309621.039195
  nChanged 56
		SP:Iteration 31Q (14936.340000 sec): 3 clusters
  Score: Raw -312333.477303 + Penalty 2678.382249 = -309655.095055
  nChanged 55
		SP:Iteration 32Q (14936.410000 sec): 3 clusters
  Score: Raw -312380.279568 + Penalty 2678.382249 = -309701.897319
  nChanged 54
		SP:Iteration 33Q (14936.490000 sec): 3 clusters
  Score: Raw -312417.486121 + Penalty 2678.382249 = -309739.103872
  nChanged 53
		SP:Iteration 34Q (14936.570000 sec): 3 clusters
  Score: Raw -312448.930771 + Penalty 2678.382249 = -309770.548522
  nChanged 35
		SP:Iteration 35Q (14936.640000 sec): 3 clusters
  Score: Raw -312467.003529 + Penalty 2678.382249 = -309788.621280
  nChanged 23
		SP:Iteration 36Q (14936.720000 sec): 3 clusters
  Score: Raw -312475.359864 + Penalty 2678.382249 = -309796.977616
  nChanged 9
		SP:Iteration 37Q (14936.790000 sec): 3 clusters
  Score: Raw -312480.146042 + Penalty 2678.382249 = -309801.763793
  nChanged 8
		SP:Iteration 38Q (14936.870000 sec): 3 clusters
  Score: Raw -312482.453579 + Penalty 2678.382249 = -309804.071330
  nChanged 6
		SP:Iteration 39Q (14936.940000 sec): 3 clusters
  Score: Raw -312484.097381 + Penalty 2678.382249 = -309805.715132
  nChanged 4
		SP:Iteration 40F (14937.010000 sec): 3 clusters
  Score: Raw -312484.730427 + Penalty 2678.382249 = -309806.348178
  nChanged 5
		SP:Iteration 41Q (14937.090000 sec): 3 clusters
  Score: Raw -312486.378773 + Penalty 2678.382249 = -309807.996524
  nChanged 5
		SP:Iteration 42Q (14937.160000 sec): 3 clusters
  Score: Raw -312487.877411 + Penalty 2678.382249 = -309809.495162
  nChanged 6
		SP:Iteration 43Q (14937.230000 sec): 3 clusters
  Score: Raw -312489.884727 + Penalty 2678.382249 = -309811.502478
  nChanged 5
		SP:Iteration 44Q (14937.310000 sec): 3 clusters
  Score: Raw -312490.744184 + Penalty 2678.382249 = -309812.361935
  nChanged 4
		SP:Iteration 45Q (14937.380000 sec): 3 clusters
  Score: Raw -312491.382205 + Penalty 2678.382249 = -309812.999956
  nChanged 0
		SP:Iteration 46F (14937.460000 sec): 3 clusters
  Score: Raw -312491.382205 + Penalty 2678.382249 = -309812.999956
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 105.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (11445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14937.600000 sec): 2 clusters
  Score: Raw -885181.799372 + Penalty 1518.612588 = -883663.186784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14937.910000 sec): 3 clusters
  Score: Raw -878604.908529 + Penalty 3037.225176 = -875567.683354
  nChanged 5095
		SP:Iteration 1F (14938.090000 sec): 3 clusters
  Score: Raw -881621.854569 + Penalty 3037.225176 = -878584.629394
  nChanged 944
		SP:Iteration 2F (14938.350000 sec): 3 clusters
  Score: Raw -882274.653459 + Penalty 3037.225176 = -879237.428284
  nChanged 869
		SP:Iteration 3F (14938.520000 sec): 3 clusters
  Score: Raw -882929.449413 + Penalty 3037.225176 = -879892.224237
  nChanged 840
		SP:Iteration 4F (14938.680000 sec): 3 clusters
  Score: Raw -883566.103958 + Penalty 3037.225176 = -880528.878783
  nChanged 755
		SP:Iteration 5F (14938.920000 sec): 3 clusters
  Score: Raw -884127.364641 + Penalty 3037.225176 = -881090.139466
  nChanged 632
		SP:Iteration 6F (14939.140000 sec): 3 clusters
  Score: Raw -884526.115259 + Penalty 3037.225176 = -881488.890083
  nChanged 494
		SP:Iteration 7Q (14939.350000 sec): 3 clusters
  Score: Raw -884776.705963 + Penalty 3037.225176 = -881739.480787
  nChanged 369
		SP:Iteration 8Q (14939.510000 sec): 3 clusters
  Score: Raw -884936.550369 + Penalty 3037.225176 = -881899.325193
  nChanged 253
		SP:Iteration 9Q (14939.760000 sec): 3 clusters
  Score: Raw -885021.315553 + Penalty 3037.225176 = -881984.090377
  nChanged 170
		SP:Iteration 10Q (14939.970000 sec): 3 clusters
  Score: Raw -885071.369492 + Penalty 3037.225176 = -882034.144317
  nChanged 154
		SP:Iteration 11Q (14940.140000 sec): 3 clusters
  Score: Raw -885111.549801 + Penalty 3037.225176 = -882074.324625
  nChanged 134
		SP:Iteration 12Q (14940.310000 sec): 3 clusters
  Score: Raw -885147.820579 + Penalty 3037.225176 = -882110.595403
  nChanged 125
		SP:Iteration 13Q (14940.470000 sec): 3 clusters
  Score: Raw -885184.577293 + Penalty 3037.225176 = -882147.352118
  nChanged 122
		SP:Iteration 14Q (14940.690000 sec): 3 clusters
  Score: Raw -885221.515197 + Penalty 3037.225176 = -882184.290021
  nChanged 117
		SP:Iteration 15Q (14940.860000 sec): 3 clusters
  Score: Raw -885253.482663 + Penalty 3037.225176 = -882216.257488
  nChanged 131
		SP:Iteration 16Q (14941.150000 sec): 3 clusters
  Score: Raw -885290.500440 + Penalty 3037.225176 = -882253.275264
  nChanged 104
		SP:Iteration 17Q (14941.330000 sec): 3 clusters
  Score: Raw -885318.156446 + Penalty 3037.225176 = -882280.931270
  nChanged 120
		SP:Iteration 18Q (14941.480000 sec): 3 clusters
  Score: Raw -885352.937479 + Penalty 3037.225176 = -882315.712303
  nChanged 112
		SP:Iteration 19Q (14941.690000 sec): 3 clusters
  Score: Raw -885381.652780 + Penalty 3037.225176 = -882344.427605
  nChanged 101
		SP:Iteration 20F (14941.860000 sec): 3 clusters
  Score: Raw -885409.672246 + Penalty 3037.225176 = -882372.447070
  nChanged 101
		SP:Iteration 21Q (14942.130000 sec): 3 clusters
  Score: Raw -885439.094240 + Penalty 3037.225176 = -882401.869064
  nChanged 105
		SP:Iteration 22Q (14942.280000 sec): 3 clusters
  Score: Raw -885469.736510 + Penalty 3037.225176 = -882432.511335
  nChanged 106
		SP:Iteration 23Q (14942.530000 sec): 3 clusters
  Score: Raw -885501.237335 + Penalty 3037.225176 = -882464.012160
  nChanged 95
		SP:Iteration 24Q (14942.790000 sec): 3 clusters
  Score: Raw -885528.003151 + Penalty 3037.225176 = -882490.777975
  nChanged 88
		SP:Iteration 25Q (14943.010000 sec): 3 clusters
  Score: Raw -885551.150752 + Penalty 3037.225176 = -882513.925577
  nChanged 68
		SP:Iteration 26Q (14943.270000 sec): 3 clusters
  Score: Raw -885568.069685 + Penalty 3037.225176 = -882530.844509
  nChanged 57
		SP:Iteration 27Q (14943.430000 sec): 3 clusters
  Score: Raw -885581.366444 + Penalty 3037.225176 = -882544.141269
  nChanged 51
		SP:Iteration 28Q (14943.710000 sec): 3 clusters
  Score: Raw -885592.630446 + Penalty 3037.225176 = -882555.405270
  nChanged 44
		SP:Iteration 29Q (14943.960000 sec): 3 clusters
  Score: Raw -885602.815493 + Penalty 3037.225176 = -882565.590318
  nChanged 52
		SP:Iteration 30Q (14944.170000 sec): 3 clusters
  Score: Raw -885613.138520 + Penalty 3037.225176 = -882575.913344
  nChanged 44
		SP:Iteration 31Q (14944.380000 sec): 3 clusters
  Score: Raw -885623.258316 + Penalty 3037.225176 = -882586.033141
  nChanged 42
		SP:Iteration 32Q (14944.600000 sec): 3 clusters
  Score: Raw -885631.269207 + Penalty 3037.225176 = -882594.044031
  nChanged 36
		SP:Iteration 33Q (14944.750000 sec): 3 clusters
  Score: Raw -885637.867790 + Penalty 3037.225176 = -882600.642615
  nChanged 36
		SP:Iteration 34Q (14945.020000 sec): 3 clusters
  Score: Raw -885645.719196 + Penalty 3037.225176 = -882608.494021
  nChanged 35
		SP:Iteration 35Q (14945.240000 sec): 3 clusters
  Score: Raw -885652.799608 + Penalty 3037.225176 = -882615.574433
  nChanged 38
		SP:Iteration 36Q (14945.450000 sec): 3 clusters
  Score: Raw -885659.648194 + Penalty 3037.225176 = -882622.423019
  nChanged 22
		SP:Iteration 37Q (14945.660000 sec): 3 clusters
  Score: Raw -885662.904235 + Penalty 3037.225176 = -882625.679060
  nChanged 20
		SP:Iteration 38Q (14945.810000 sec): 3 clusters
  Score: Raw -885665.844492 + Penalty 3037.225176 = -882628.619317
  nChanged 29
		SP:Iteration 39Q (14946.090000 sec): 3 clusters
  Score: Raw -885672.015558 + Penalty 3037.225176 = -882634.790383
  nChanged 38
		SP:Iteration 40F (14946.300000 sec): 3 clusters
  Score: Raw -885681.476211 + Penalty 3037.225176 = -882644.251035
  nChanged 39
		SP:Iteration 41Q (14946.510000 sec): 3 clusters
  Score: Raw -885690.254292 + Penalty 3037.225176 = -882653.029116
  nChanged 34
		SP:Iteration 42Q (14946.720000 sec): 3 clusters
  Score: Raw -885697.481186 + Penalty 3037.225176 = -882660.256010
  nChanged 37
		SP:Iteration 43Q (14946.870000 sec): 3 clusters
  Score: Raw -885705.678346 + Penalty 3037.225176 = -882668.453171
  nChanged 40
		SP:Iteration 44Q (14947.040000 sec): 3 clusters
  Score: Raw -885715.278296 + Penalty 3037.225176 = -882678.053120
  nChanged 51
		SP:Iteration 45Q (14947.230000 sec): 3 clusters
  Score: Raw -885729.742116 + Penalty 3037.225176 = -882692.516941
  nChanged 57
		SP:Iteration 46Q (14947.390000 sec): 3 clusters
  Score: Raw -885749.978725 + Penalty 3037.225176 = -882712.753549
  nChanged 73
		SP:Iteration 47Q (14947.550000 sec): 3 clusters
  Score: Raw -885771.197061 + Penalty 3037.225176 = -882733.971885
  nChanged 80
		SP:Iteration 48Q (14947.800000 sec): 3 clusters
  Score: Raw -885796.322464 + Penalty 3037.225176 = -882759.097288
  nChanged 91
		SP:Iteration 49Q (14948.060000 sec): 3 clusters
  Score: Raw -885828.500836 + Penalty 3037.225176 = -882791.275661
  nChanged 96
		SP:Iteration 50Q (14948.290000 sec): 3 clusters
  Score: Raw -885861.203707 + Penalty 3037.225176 = -882823.978531
  nChanged 84
		SP:Iteration 51Q (14948.530000 sec): 3 clusters
  Score: Raw -885888.657387 + Penalty 3037.225176 = -882851.432211
  nChanged 81
		SP:Iteration 52Q (14948.780000 sec): 3 clusters
  Score: Raw -885916.848418 + Penalty 3037.225176 = -882879.623243
  nChanged 69
		SP:Iteration 53Q (14949.040000 sec): 3 clusters
  Score: Raw -885940.712069 + Penalty 3037.225176 = -882903.486893
  nChanged 80
		SP:Iteration 54Q (14949.290000 sec): 3 clusters
  Score: Raw -885966.363404 + Penalty 3037.225176 = -882929.138229
  nChanged 81
		SP:Iteration 55Q (14949.550000 sec): 3 clusters
  Score: Raw -885996.821120 + Penalty 3037.225176 = -882959.595944
  nChanged 82
		SP:Iteration 56Q (14949.800000 sec): 3 clusters
  Score: Raw -886026.770414 + Penalty 3037.225176 = -882989.545239
  nChanged 57
		SP:Iteration 57Q (14950.050000 sec): 3 clusters
  Score: Raw -886044.958059 + Penalty 3037.225176 = -883007.732884
  nChanged 51
		SP:Iteration 58Q (14950.310000 sec): 3 clusters
  Score: Raw -886062.525767 + Penalty 3037.225176 = -883025.300591
  nChanged 54
		SP:Iteration 59Q (14950.600000 sec): 3 clusters
  Score: Raw -886083.546047 + Penalty 3037.225176 = -883046.320872
  nChanged 56
		SP:Iteration 60F (14950.820000 sec): 3 clusters
  Score: Raw -886105.070706 + Penalty 3037.225176 = -883067.845530
  nChanged 60
		SP:Iteration 61Q (14951.080000 sec): 3 clusters
  Score: Raw -886130.255914 + Penalty 3037.225176 = -883093.030739
  nChanged 57
		SP:Iteration 62Q (14951.330000 sec): 3 clusters
  Score: Raw -886155.987022 + Penalty 3037.225176 = -883118.761847
  nChanged 57
		SP:Iteration 63Q (14951.590000 sec): 3 clusters
  Score: Raw -886180.071327 + Penalty 3037.225176 = -883142.846152
  nChanged 53
		SP:Iteration 64Q (14951.890000 sec): 3 clusters
  Score: Raw -886202.009024 + Penalty 3037.225176 = -883164.783848
  nChanged 45
		SP:Iteration 65Q (14952.140000 sec): 3 clusters
  Score: Raw -886214.353737 + Penalty 3037.225176 = -883177.128561
  nChanged 35
		SP:Iteration 66Q (14952.400000 sec): 3 clusters
  Score: Raw -886224.147244 + Penalty 3037.225176 = -883186.922069
  nChanged 26
		SP:Iteration 67Q (14952.560000 sec): 3 clusters
  Score: Raw -886229.542008 + Penalty 3037.225176 = -883192.316832
  nChanged 9
		SP:Iteration 68Q (14952.800000 sec): 3 clusters
  Score: Raw -886231.664543 + Penalty 3037.225176 = -883194.439368
  nChanged 12
		SP:Iteration 69Q (14953.060000 sec): 3 clusters
  Score: Raw -886234.354948 + Penalty 3037.225176 = -883197.129773
  nChanged 15
		SP:Iteration 70Q (14953.310000 sec): 3 clusters
  Score: Raw -886237.084249 + Penalty 3037.225176 = -883199.859074
  nChanged 13
		SP:Iteration 71Q (14953.570000 sec): 3 clusters
  Score: Raw -886239.376596 + Penalty 3037.225176 = -883202.151420
  nChanged 8
		SP:Iteration 72Q (14953.830000 sec): 3 clusters
  Score: Raw -886240.806505 + Penalty 3037.225176 = -883203.581329
  nChanged 9
		SP:Iteration 73Q (14954.080000 sec): 3 clusters
  Score: Raw -886242.707618 + Penalty 3037.225176 = -883205.482442
  nChanged 7
		SP:Iteration 74Q (14954.390000 sec): 3 clusters
  Score: Raw -886244.502345 + Penalty 3037.225176 = -883207.277169
  nChanged 8
		SP:Iteration 75Q (14954.610000 sec): 3 clusters
  Score: Raw -886246.350425 + Penalty 3037.225176 = -883209.125250
  nChanged 6
		SP:Iteration 76Q (14954.860000 sec): 3 clusters
  Score: Raw -886247.671569 + Penalty 3037.225176 = -883210.446393
  nChanged 5
		SP:Iteration 77Q (14955.120000 sec): 3 clusters
  Score: Raw -886248.899291 + Penalty 3037.225176 = -883211.674116
  nChanged 6
		SP:Iteration 78Q (14955.370000 sec): 3 clusters
  Score: Raw -886250.390740 + Penalty 3037.225176 = -883213.165565
  nChanged 9
		SP:Iteration 79Q (14955.630000 sec): 3 clusters
  Score: Raw -886253.127863 + Penalty 3037.225176 = -883215.902688
  nChanged 9
		SP:Iteration 80F (14955.880000 sec): 3 clusters
  Score: Raw -886256.080125 + Penalty 3037.225176 = -883218.854949
  nChanged 10
		SP:Iteration 81Q (14956.140000 sec): 3 clusters
  Score: Raw -886258.448989 + Penalty 3037.225176 = -883221.223813
  nChanged 7
		SP:Iteration 82Q (14956.390000 sec): 3 clusters
  Score: Raw -886260.712257 + Penalty 3037.225176 = -883223.487082
  nChanged 6
		SP:Iteration 83Q (14956.650000 sec): 3 clusters
  Score: Raw -886261.472367 + Penalty 3037.225176 = -883224.247191
  nChanged 0
		SP:Iteration 84F (14956.900000 sec): 3 clusters
  Score: Raw -886261.472367 + Penalty 3037.225176 = -883224.247191
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (2274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14956.990000 sec): 2 clusters
  Score: Raw -174825.643754 + Penalty 1256.010547 = -173569.633207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14957.170000 sec): 3 clusters
  Score: Raw -173843.090200 + Penalty 2512.021094 = -171331.069106
  nChanged 814
		SP:Iteration 1F (14957.290000 sec): 3 clusters
  Score: Raw -174445.972791 + Penalty 2512.021094 = -171933.951697
  nChanged 234
		SP:Iteration 2F (14957.340000 sec): 3 clusters
  Score: Raw -174689.183011 + Penalty 2512.021094 = -172177.161917
  nChanged 185
		SP:Iteration 3F (14957.390000 sec): 3 clusters
  Score: Raw -174890.641902 + Penalty 2512.021094 = -172378.620808
  nChanged 136
		SP:Iteration 4F (14957.430000 sec): 3 clusters
  Score: Raw -175041.179355 + Penalty 2512.021094 = -172529.158261
  nChanged 100
		SP:Iteration 5Q (14957.470000 sec): 3 clusters
  Score: Raw -175129.962745 + Penalty 2512.021094 = -172617.941651
  nChanged 84
		SP:Iteration 6Q (14957.520000 sec): 3 clusters
  Score: Raw -175206.384753 + Penalty 2512.021094 = -172694.363659
  nChanged 67
		SP:Iteration 7Q (14957.560000 sec): 3 clusters
  Score: Raw -175260.212361 + Penalty 2512.021094 = -172748.191267
  nChanged 50
		SP:Iteration 8Q (14957.600000 sec): 3 clusters
  Score: Raw -175297.122847 + Penalty 2512.021094 = -172785.101753
  nChanged 35
		SP:Iteration 9Q (14957.650000 sec): 3 clusters
  Score: Raw -175318.622673 + Penalty 2512.021094 = -172806.601579
  nChanged 24
		SP:Iteration 10Q (14957.690000 sec): 3 clusters
  Score: Raw -175336.876598 + Penalty 2512.021094 = -172824.855503
  nChanged 23
		SP:Iteration 11Q (14957.730000 sec): 3 clusters
  Score: Raw -175355.396954 + Penalty 2512.021094 = -172843.375860
  nChanged 20
		SP:Iteration 12Q (14957.780000 sec): 3 clusters
  Score: Raw -175371.861237 + Penalty 2512.021094 = -172859.840143
  nChanged 27
		SP:Iteration 13Q (14957.820000 sec): 3 clusters
  Score: Raw -175389.225705 + Penalty 2512.021094 = -172877.204611
  nChanged 18
		SP:Iteration 14Q (14957.870000 sec): 3 clusters
  Score: Raw -175401.355599 + Penalty 2512.021094 = -172889.334505
  nChanged 15
		SP:Iteration 15Q (14957.910000 sec): 3 clusters
  Score: Raw -175411.027267 + Penalty 2512.021094 = -172899.006173
  nChanged 13
		SP:Iteration 16Q (14957.950000 sec): 3 clusters
  Score: Raw -175424.748826 + Penalty 2512.021094 = -172912.727732
  nChanged 18
		SP:Iteration 17Q (14957.990000 sec): 3 clusters
  Score: Raw -175440.773133 + Penalty 2512.021094 = -172928.752039
  nChanged 14
		SP:Iteration 18Q (14958.040000 sec): 3 clusters
  Score: Raw -175449.591444 + Penalty 2512.021094 = -172937.570350
  nChanged 12
		SP:Iteration 19Q (14958.080000 sec): 3 clusters
  Score: Raw -175456.266559 + Penalty 2512.021094 = -172944.245464
  nChanged 15
		SP:Iteration 20F (14958.130000 sec): 3 clusters
  Score: Raw -175465.201407 + Penalty 2512.021094 = -172953.180312
  nChanged 16
		SP:Iteration 21Q (14958.170000 sec): 3 clusters
  Score: Raw -175477.827944 + Penalty 2512.021094 = -172965.806849
  nChanged 22
		SP:Iteration 22Q (14958.210000 sec): 3 clusters
  Score: Raw -175496.705582 + Penalty 2512.021094 = -172984.684488
  nChanged 19
		SP:Iteration 23Q (14958.250000 sec): 3 clusters
  Score: Raw -175515.119578 + Penalty 2512.021094 = -173003.098484
  nChanged 24
		SP:Iteration 24Q (14958.300000 sec): 3 clusters
  Score: Raw -175537.829954 + Penalty 2512.021094 = -173025.808860
  nChanged 30
		SP:Iteration 25Q (14958.340000 sec): 3 clusters
  Score: Raw -175561.662374 + Penalty 2512.021094 = -173049.641280
  nChanged 24
		SP:Iteration 26Q (14958.380000 sec): 3 clusters
  Score: Raw -175577.830859 + Penalty 2512.021094 = -173065.809765
  nChanged 22
		SP:Iteration 27Q (14958.430000 sec): 3 clusters
  Score: Raw -175591.811919 + Penalty 2512.021094 = -173079.790824
  nChanged 14
		SP:Iteration 28Q (14958.470000 sec): 3 clusters
  Score: Raw -175600.192911 + Penalty 2512.021094 = -173088.171817
  nChanged 14
		SP:Iteration 29Q (14958.510000 sec): 3 clusters
  Score: Raw -175610.150708 + Penalty 2512.021094 = -173098.129614
  nChanged 10
		SP:Iteration 30Q (14958.550000 sec): 3 clusters
  Score: Raw -175617.169519 + Penalty 2512.021094 = -173105.148425
  nChanged 4
		SP:Iteration 31Q (14958.600000 sec): 3 clusters
  Score: Raw -175619.735058 + Penalty 2512.021094 = -173107.713964
  nChanged 5
		SP:Iteration 32Q (14958.640000 sec): 3 clusters
  Score: Raw -175623.872002 + Penalty 2512.021094 = -173111.850908
  nChanged 4
		SP:Iteration 33Q (14958.690000 sec): 3 clusters
  Score: Raw -175627.232401 + Penalty 2512.021094 = -173115.211307
  nChanged 5
		SP:Iteration 34Q (14958.730000 sec): 3 clusters
  Score: Raw -175631.289006 + Penalty 2512.021094 = -173119.267912
  nChanged 5
		SP:Iteration 35Q (14958.770000 sec): 3 clusters
  Score: Raw -175634.355323 + Penalty 2512.021094 = -173122.334228
  nChanged 6
		SP:Iteration 36Q (14958.810000 sec): 3 clusters
  Score: Raw -175637.716030 + Penalty 2512.021094 = -173125.694936
  nChanged 5
		SP:Iteration 37Q (14958.850000 sec): 3 clusters
  Score: Raw -175639.619417 + Penalty 2512.021094 = -173127.598323
  nChanged 3
		SP:Iteration 38Q (14958.890000 sec): 3 clusters
  Score: Raw -175641.736900 + Penalty 2512.021094 = -173129.715806
  nChanged 5
		SP:Iteration 39Q (14958.940000 sec): 3 clusters
  Score: Raw -175645.524588 + Penalty 2512.021094 = -173133.503494
  nChanged 7
		SP:Iteration 40F (14958.980000 sec): 3 clusters
  Score: Raw -175651.658030 + Penalty 2512.021094 = -173139.636935
  nChanged 7
		SP:Iteration 41Q (14959.030000 sec): 3 clusters
  Score: Raw -175657.086044 + Penalty 2512.021094 = -173145.064949
  nChanged 8
		SP:Iteration 42Q (14959.070000 sec): 3 clusters
  Score: Raw -175664.406165 + Penalty 2512.021094 = -173152.385071
  nChanged 11
		SP:Iteration 43Q (14959.110000 sec): 3 clusters
  Score: Raw -175673.104991 + Penalty 2512.021094 = -173161.083897
  nChanged 8
		SP:Iteration 44Q (14959.160000 sec): 3 clusters
  Score: Raw -175678.964996 + Penalty 2512.021094 = -173166.943902
  nChanged 6
		SP:Iteration 45Q (14959.200000 sec): 3 clusters
  Score: Raw -175682.261765 + Penalty 2512.021094 = -173170.240671
  nChanged 4
		SP:Iteration 46Q (14959.240000 sec): 3 clusters
  Score: Raw -175685.224051 + Penalty 2512.021094 = -173173.202956
  nChanged 7
		SP:Iteration 47Q (14959.290000 sec): 3 clusters
  Score: Raw -175689.976165 + Penalty 2512.021094 = -173177.955070
  nChanged 6
		SP:Iteration 48Q (14959.330000 sec): 3 clusters
  Score: Raw -175693.495931 + Penalty 2512.021094 = -173181.474837
  nChanged 2
		SP:Iteration 49Q (14959.370000 sec): 3 clusters
  Score: Raw -175694.462058 + Penalty 2512.021094 = -173182.440964
  nChanged 0
		SP:Iteration 50F (14959.420000 sec): 3 clusters
  Score: Raw -175694.462058 + Penalty 2512.021094 = -173182.440964
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (8511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14959.570000 sec): 2 clusters
  Score: Raw -730230.721522 + Penalty 1470.481143 = -728760.240379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14959.730000 sec): 3 clusters
  Score: Raw -725586.975895 + Penalty 2940.962285 = -722646.013610
  nChanged 3628
		SP:Iteration 1F (14959.920000 sec): 3 clusters
  Score: Raw -728006.587373 + Penalty 2940.962285 = -725065.625088
  nChanged 749
		SP:Iteration 2F (14960.060000 sec): 3 clusters
  Score: Raw -728623.782146 + Penalty 2940.962285 = -725682.819861
  nChanged 655
		SP:Iteration 3F (14960.240000 sec): 3 clusters
  Score: Raw -729133.355325 + Penalty 2940.962285 = -726192.393040
  nChanged 515
		SP:Iteration 4F (14960.380000 sec): 3 clusters
  Score: Raw -729497.351951 + Penalty 2940.962285 = -726556.389666
  nChanged 425
		SP:Iteration 5Q (14960.510000 sec): 3 clusters
  Score: Raw -729755.539522 + Penalty 2940.962285 = -726814.577237
  nChanged 335
		SP:Iteration 6Q (14960.640000 sec): 3 clusters
  Score: Raw -729977.317251 + Penalty 2940.962285 = -727036.354965
  nChanged 309
		SP:Iteration 7Q (14960.770000 sec): 3 clusters
  Score: Raw -730172.941536 + Penalty 2940.962285 = -727231.979250
  nChanged 296
		SP:Iteration 8Q (14960.910000 sec): 3 clusters
  Score: Raw -730367.154025 + Penalty 2940.962285 = -727426.191740
  nChanged 281
		SP:Iteration 9Q (14961.050000 sec): 3 clusters
  Score: Raw -730544.022289 + Penalty 2940.962285 = -727603.060003
  nChanged 251
		SP:Iteration 10Q (14961.250000 sec): 3 clusters
  Score: Raw -730700.003107 + Penalty 2940.962285 = -727759.040822
  nChanged 213
		SP:Iteration 11Q (14961.440000 sec): 3 clusters
  Score: Raw -730807.287778 + Penalty 2940.962285 = -727866.325492
  nChanged 161
		SP:Iteration 12Q (14961.580000 sec): 3 clusters
  Score: Raw -730867.698582 + Penalty 2940.962285 = -727926.736297
  nChanged 125
		SP:Iteration 13Q (14961.710000 sec): 3 clusters
  Score: Raw -730917.665335 + Penalty 2940.962285 = -727976.703050
  nChanged 106
		SP:Iteration 14Q (14961.840000 sec): 3 clusters
  Score: Raw -730960.913969 + Penalty 2940.962285 = -728019.951684
  nChanged 101
		SP:Iteration 15Q (14961.980000 sec): 3 clusters
  Score: Raw -730996.164924 + Penalty 2940.962285 = -728055.202639
  nChanged 79
		SP:Iteration 16Q (14962.190000 sec): 3 clusters
  Score: Raw -731022.818063 + Penalty 2940.962285 = -728081.855778
  nChanged 62
		SP:Iteration 17Q (14962.380000 sec): 3 clusters
  Score: Raw -731043.326588 + Penalty 2940.962285 = -728102.364303
  nChanged 48
		SP:Iteration 18Q (14962.580000 sec): 3 clusters
  Score: Raw -731054.580991 + Penalty 2940.962285 = -728113.618706
  nChanged 33
		SP:Iteration 19Q (14962.770000 sec): 3 clusters
  Score: Raw -731061.069083 + Penalty 2940.962285 = -728120.106798
  nChanged 18
		SP:Iteration 20F (14962.960000 sec): 3 clusters
  Score: Raw -731064.354976 + Penalty 2940.962285 = -728123.392691
  nChanged 18
		SP:Iteration 21Q (14963.160000 sec): 3 clusters
  Score: Raw -731067.470693 + Penalty 2940.962285 = -728126.508407
  nChanged 14
		SP:Iteration 22Q (14963.350000 sec): 3 clusters
  Score: Raw -731069.420141 + Penalty 2940.962285 = -728128.457856
  nChanged 12
		SP:Iteration 23Q (14963.540000 sec): 3 clusters
  Score: Raw -731071.085640 + Penalty 2940.962285 = -728130.123355
  nChanged 13
		SP:Iteration 24Q (14963.740000 sec): 3 clusters
  Score: Raw -731073.025839 + Penalty 2940.962285 = -728132.063554
  nChanged 14
		SP:Iteration 25Q (14963.940000 sec): 3 clusters
  Score: Raw -731074.731329 + Penalty 2940.962285 = -728133.769044
  nChanged 10
		SP:Iteration 26Q (14964.130000 sec): 3 clusters
  Score: Raw -731076.084738 + Penalty 2940.962285 = -728135.122453
  nChanged 9
		SP:Iteration 27Q (14964.320000 sec): 3 clusters
  Score: Raw -731077.080810 + Penalty 2940.962285 = -728136.118524
  nChanged 6
		SP:Iteration 28Q (14964.520000 sec): 3 clusters
  Score: Raw -731077.589819 + Penalty 2940.962285 = -728136.627534
  nChanged 4
		SP:Iteration 29Q (14964.710000 sec): 3 clusters
  Score: Raw -731078.069083 + Penalty 2940.962285 = -728137.106798
  nChanged 5
		SP:Iteration 30Q (14964.910000 sec): 3 clusters
  Score: Raw -731078.410402 + Penalty 2940.962285 = -728137.448117
  nChanged 5
		SP:Iteration 31Q (14965.100000 sec): 3 clusters
  Score: Raw -731078.931823 + Penalty 2940.962285 = -728137.969538
  nChanged 4
		SP:Iteration 32Q (14965.290000 sec): 3 clusters
  Score: Raw -731079.570101 + Penalty 2940.962285 = -728138.607816
  nChanged 7
		SP:Iteration 33Q (14965.490000 sec): 3 clusters
  Score: Raw -731080.193182 + Penalty 2940.962285 = -728139.230897
  nChanged 2
		SP:Iteration 34Q (14965.680000 sec): 3 clusters
  Score: Raw -731080.365587 + Penalty 2940.962285 = -728139.403302
  nChanged 1
		SP:Iteration 35Q (14965.870000 sec): 3 clusters
  Score: Raw -731080.699653 + Penalty 2940.962285 = -728139.737368
  nChanged 1
		SP:Iteration 36Q (14966.070000 sec): 3 clusters
  Score: Raw -731080.739308 + Penalty 2940.962285 = -728139.777023
  nChanged 0
		SP:Iteration 37F (14966.260000 sec): 3 clusters
  Score: Raw -731080.739308 + Penalty 2940.962285 = -728139.777023
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 72 (2758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14966.360000 sec): 2 clusters
  Score: Raw -236192.227416 + Penalty 1287.367422 = -234904.859994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14966.540000 sec): 3 clusters
  Score: Raw -234880.766946 + Penalty 2574.734844 = -232306.032102
  nChanged 1055
		SP:Iteration 1F (14966.710000 sec): 3 clusters
  Score: Raw -235542.920436 + Penalty 2574.734844 = -232968.185592
  nChanged 243
		SP:Iteration 2F (14966.890000 sec): 3 clusters
  Score: Raw -235740.380149 + Penalty 2574.734844 = -233165.645305
  nChanged 164
		SP:Iteration 3F (14967.060000 sec): 3 clusters
  Score: Raw -235873.583978 + Penalty 2574.734844 = -233298.849134
  nChanged 120
		SP:Iteration 4Q (14967.240000 sec): 3 clusters
  Score: Raw -235959.627667 + Penalty 2574.734844 = -233384.892823
  nChanged 109
		SP:Iteration 5Q (14967.420000 sec): 3 clusters
  Score: Raw -236055.552453 + Penalty 2574.734844 = -233480.817609
  nChanged 109
		SP:Iteration 6Q (14967.590000 sec): 3 clusters
  Score: Raw -236135.811534 + Penalty 2574.734844 = -233561.076690
  nChanged 86
		SP:Iteration 7Q (14967.780000 sec): 3 clusters
  Score: Raw -236205.157512 + Penalty 2574.734844 = -233630.422668
  nChanged 93
		SP:Iteration 8Q (14967.940000 sec): 3 clusters
  Score: Raw -236289.446704 + Penalty 2574.734844 = -233714.711860
  nChanged 100
		SP:Iteration 9Q (14968.040000 sec): 3 clusters
  Score: Raw -236350.597169 + Penalty 2574.734844 = -233775.862325
  nChanged 85
		SP:Iteration 10Q (14968.100000 sec): 3 clusters
  Score: Raw -236418.655869 + Penalty 2574.734844 = -233843.921025
  nChanged 83
		SP:Iteration 11Q (14968.150000 sec): 3 clusters
  Score: Raw -236495.644517 + Penalty 2574.734844 = -233920.909673
  nChanged 93
		SP:Iteration 12Q (14968.200000 sec): 3 clusters
  Score: Raw -236564.629311 + Penalty 2574.734844 = -233989.894467
  nChanged 70
		SP:Iteration 13Q (14968.250000 sec): 3 clusters
  Score: Raw -236623.671352 + Penalty 2574.734844 = -234048.936508
  nChanged 80
		SP:Iteration 14Q (14968.300000 sec): 3 clusters
  Score: Raw -236691.687643 + Penalty 2574.734844 = -234116.952799
  nChanged 62
		SP:Iteration 15Q (14968.360000 sec): 3 clusters
  Score: Raw -236746.671397 + Penalty 2574.734844 = -234171.936553
  nChanged 57
		SP:Iteration 16Q (14968.410000 sec): 3 clusters
  Score: Raw -236790.633253 + Penalty 2574.734844 = -234215.898409
  nChanged 45
		SP:Iteration 17Q (14968.460000 sec): 3 clusters
  Score: Raw -236815.906083 + Penalty 2574.734844 = -234241.171239
  nChanged 33
		SP:Iteration 18Q (14968.520000 sec): 3 clusters
  Score: Raw -236841.538257 + Penalty 2574.734844 = -234266.803413
  nChanged 32
		SP:Iteration 19Q (14968.570000 sec): 3 clusters
  Score: Raw -236855.864958 + Penalty 2574.734844 = -234281.130114
  nChanged 25
		SP:Iteration 20F (14968.620000 sec): 3 clusters
  Score: Raw -236868.725362 + Penalty 2574.734844 = -234293.990518
  nChanged 23
		SP:Iteration 21Q (14968.670000 sec): 3 clusters
  Score: Raw -236880.260984 + Penalty 2574.734844 = -234305.526140
  nChanged 20
		SP:Iteration 22Q (14968.720000 sec): 3 clusters
  Score: Raw -236890.350527 + Penalty 2574.734844 = -234315.615683
  nChanged 15
		SP:Iteration 23Q (14968.780000 sec): 3 clusters
  Score: Raw -236896.151410 + Penalty 2574.734844 = -234321.416566
  nChanged 12
		SP:Iteration 24Q (14968.830000 sec): 3 clusters
  Score: Raw -236900.898171 + Penalty 2574.734844 = -234326.163327
  nChanged 7
		SP:Iteration 25Q (14968.880000 sec): 3 clusters
  Score: Raw -236902.724854 + Penalty 2574.734844 = -234327.990010
  nChanged 4
		SP:Iteration 26Q (14968.940000 sec): 3 clusters
  Score: Raw -236904.608160 + Penalty 2574.734844 = -234329.873316
  nChanged 4
		SP:Iteration 27Q (14968.990000 sec): 3 clusters
  Score: Raw -236906.521590 + Penalty 2574.734844 = -234331.786746
  nChanged 4
		SP:Iteration 28Q (14969.040000 sec): 3 clusters
  Score: Raw -236907.314052 + Penalty 2574.734844 = -234332.579208
  nChanged 2
		SP:Iteration 29Q (14969.090000 sec): 3 clusters
  Score: Raw -236907.811122 + Penalty 2574.734844 = -234333.076278
  nChanged 2
		SP:Iteration 30Q (14969.140000 sec): 3 clusters
  Score: Raw -236908.337197 + Penalty 2574.734844 = -234333.602353
  nChanged 4
		SP:Iteration 31Q (14969.200000 sec): 3 clusters
  Score: Raw -236909.678359 + Penalty 2574.734844 = -234334.943515
  nChanged 3
		SP:Iteration 32Q (14969.250000 sec): 3 clusters
  Score: Raw -236910.468923 + Penalty 2574.734844 = -234335.734079
  nChanged 1
		SP:Iteration 33Q (14969.300000 sec): 3 clusters
  Score: Raw -236911.077375 + Penalty 2574.734844 = -234336.342531
  nChanged 1
		SP:Iteration 34Q (14969.350000 sec): 3 clusters
  Score: Raw -236911.335487 + Penalty 2574.734844 = -234336.600643
  nChanged 0
		SP:Iteration 35F (14969.400000 sec): 3 clusters
  Score: Raw -236911.335487 + Penalty 2574.734844 = -234336.600643
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 73 (5234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14969.490000 sec): 2 clusters
  Score: Raw -402918.714692 + Penalty 1391.476301 = -401527.238391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14969.680000 sec): 3 clusters
  Score: Raw -400224.385645 + Penalty 2782.952602 = -397441.433043
  nChanged 2119
		SP:Iteration 1F (14969.900000 sec): 3 clusters
  Score: Raw -401601.269519 + Penalty 2782.952602 = -398818.316917
  nChanged 469
		SP:Iteration 2F (14970.070000 sec): 3 clusters
  Score: Raw -401927.856177 + Penalty 2782.952602 = -399144.903575
  nChanged 337
		SP:Iteration 3F (14970.260000 sec): 3 clusters
  Score: Raw -402198.647421 + Penalty 2782.952602 = -399415.694819
  nChanged 283
		SP:Iteration 4F (14970.390000 sec): 3 clusters
  Score: Raw -402427.105734 + Penalty 2782.952602 = -399644.153132
  nChanged 242
		SP:Iteration 5Q (14970.560000 sec): 3 clusters
  Score: Raw -402601.600838 + Penalty 2782.952602 = -399818.648236
  nChanged 167
		SP:Iteration 6Q (14970.740000 sec): 3 clusters
  Score: Raw -402720.373874 + Penalty 2782.952602 = -399937.421272
  nChanged 156
		SP:Iteration 7Q (14970.910000 sec): 3 clusters
  Score: Raw -402824.546507 + Penalty 2782.952602 = -400041.593904
  nChanged 141
		SP:Iteration 8Q (14971.080000 sec): 3 clusters
  Score: Raw -402914.308828 + Penalty 2782.952602 = -400131.356226
  nChanged 133
		SP:Iteration 9Q (14971.260000 sec): 3 clusters
  Score: Raw -402988.958067 + Penalty 2782.952602 = -400206.005465
  nChanged 131
		SP:Iteration 10Q (14971.430000 sec): 3 clusters
  Score: Raw -403064.097873 + Penalty 2782.952602 = -400281.145271
  nChanged 118
		SP:Iteration 11Q (14971.600000 sec): 3 clusters
  Score: Raw -403147.846521 + Penalty 2782.952602 = -400364.893919
  nChanged 108
		SP:Iteration 12Q (14971.780000 sec): 3 clusters
  Score: Raw -403222.459464 + Penalty 2782.952602 = -400439.506862
  nChanged 102
		SP:Iteration 13Q (14971.880000 sec): 3 clusters
  Score: Raw -403287.000484 + Penalty 2782.952602 = -400504.047882
  nChanged 72
		SP:Iteration 14Q (14972.040000 sec): 3 clusters
  Score: Raw -403333.315077 + Penalty 2782.952602 = -400550.362475
  nChanged 63
		SP:Iteration 15Q (14972.220000 sec): 3 clusters
  Score: Raw -403365.875571 + Penalty 2782.952602 = -400582.922969
  nChanged 61
		SP:Iteration 16Q (14972.390000 sec): 3 clusters
  Score: Raw -403394.685052 + Penalty 2782.952602 = -400611.732450
  nChanged 45
		SP:Iteration 17Q (14972.570000 sec): 3 clusters
  Score: Raw -403418.161289 + Penalty 2782.952602 = -400635.208687
  nChanged 52
		SP:Iteration 18Q (14972.740000 sec): 3 clusters
  Score: Raw -403455.246630 + Penalty 2782.952602 = -400672.294028
  nChanged 67
		SP:Iteration 19Q (14972.960000 sec): 3 clusters
  Score: Raw -403498.044919 + Penalty 2782.952602 = -400715.092317
  nChanged 67
		SP:Iteration 20F (14973.130000 sec): 3 clusters
  Score: Raw -403533.998912 + Penalty 2782.952602 = -400751.046310
  nChanged 49
		SP:Iteration 21Q (14973.300000 sec): 3 clusters
  Score: Raw -403561.523904 + Penalty 2782.952602 = -400778.571302
  nChanged 42
		SP:Iteration 22Q (14973.480000 sec): 3 clusters
  Score: Raw -403589.780586 + Penalty 2782.952602 = -400806.827984
  nChanged 43
		SP:Iteration 23Q (14973.650000 sec): 3 clusters
  Score: Raw -403617.932189 + Penalty 2782.952602 = -400834.979587
  nChanged 38
		SP:Iteration 24Q (14973.830000 sec): 3 clusters
  Score: Raw -403643.117790 + Penalty 2782.952602 = -400860.165188
  nChanged 40
		SP:Iteration 25Q (14974.000000 sec): 3 clusters
  Score: Raw -403671.867354 + Penalty 2782.952602 = -400888.914752
  nChanged 45
		SP:Iteration 26Q (14974.100000 sec): 3 clusters
  Score: Raw -403701.574071 + Penalty 2782.952602 = -400918.621469
  nChanged 39
		SP:Iteration 27Q (14974.270000 sec): 3 clusters
  Score: Raw -403722.919340 + Penalty 2782.952602 = -400939.966738
  nChanged 35
		SP:Iteration 28Q (14974.440000 sec): 3 clusters
  Score: Raw -403748.193457 + Penalty 2782.952602 = -400965.240855
  nChanged 28
		SP:Iteration 29Q (14974.620000 sec): 3 clusters
  Score: Raw -403768.976698 + Penalty 2782.952602 = -400986.024096
  nChanged 28
		SP:Iteration 30Q (14974.790000 sec): 3 clusters
  Score: Raw -403786.852635 + Penalty 2782.952602 = -401003.900033
  nChanged 34
		SP:Iteration 31Q (14974.960000 sec): 3 clusters
  Score: Raw -403805.727594 + Penalty 2782.952602 = -401022.774992
  nChanged 20
		SP:Iteration 32Q (14975.140000 sec): 3 clusters
  Score: Raw -403816.153348 + Penalty 2782.952602 = -401033.200746
  nChanged 15
		SP:Iteration 33Q (14975.230000 sec): 3 clusters
  Score: Raw -403823.709134 + Penalty 2782.952602 = -401040.756532
  nChanged 11
		SP:Iteration 34Q (14975.320000 sec): 3 clusters
  Score: Raw -403831.875495 + Penalty 2782.952602 = -401048.922893
  nChanged 11
		SP:Iteration 35Q (14975.420000 sec): 3 clusters
  Score: Raw -403837.264336 + Penalty 2782.952602 = -401054.311734
  nChanged 11
		SP:Iteration 36Q (14975.620000 sec): 3 clusters
  Score: Raw -403841.622220 + Penalty 2782.952602 = -401058.669618
  nChanged 4
		SP:Iteration 37Q (14975.790000 sec): 3 clusters
  Score: Raw -403843.180033 + Penalty 2782.952602 = -401060.227431
  nChanged 2
		SP:Iteration 38Q (14975.970000 sec): 3 clusters
  Score: Raw -403843.918259 + Penalty 2782.952602 = -401060.965657
  nChanged 1
		SP:Iteration 39Q (14976.140000 sec): 3 clusters
  Score: Raw -403844.347809 + Penalty 2782.952602 = -401061.395207
  nChanged 2
		SP:Iteration 40F (14976.320000 sec): 3 clusters
  Score: Raw -403844.768951 + Penalty 2782.952602 = -401061.816349
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 74 (15745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14976.500000 sec): 2 clusters
  Score: Raw -1489463.982354 + Penalty 1570.445197 = -1487893.537157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14976.700000 sec): 3 clusters
  Score: Raw -1480245.427070 + Penalty 3140.890393 = -1477104.536676
  nChanged 6990
		SP:Iteration 1F (14976.990000 sec): 3 clusters
  Score: Raw -1484193.219880 + Penalty 3140.890393 = -1481052.329487
  nChanged 1002
		SP:Iteration 2F (14977.300000 sec): 3 clusters
  Score: Raw -1484776.596460 + Penalty 3140.890393 = -1481635.706067
  nChanged 1002
		SP:Iteration 3F (14977.520000 sec): 3 clusters
  Score: Raw -1485427.890901 + Penalty 3140.890393 = -1482287.000507
  nChanged 964
		SP:Iteration 4F (14977.780000 sec): 3 clusters
  Score: Raw -1486080.631062 + Penalty 3140.890393 = -1482939.740668
  nChanged 902
		SP:Iteration 5F (14978.050000 sec): 3 clusters
  Score: Raw -1486622.564193 + Penalty 3140.890393 = -1483481.673800
  nChanged 808
		SP:Iteration 6F (14978.310000 sec): 3 clusters
  Score: Raw -1487066.521523 + Penalty 3140.890393 = -1483925.631130
  nChanged 684
		SP:Iteration 7Q (14978.580000 sec): 3 clusters
  Score: Raw -1487410.446988 + Penalty 3140.890393 = -1484269.556594
  nChanged 574
		SP:Iteration 8Q (14978.840000 sec): 3 clusters
  Score: Raw -1487698.119039 + Penalty 3140.890393 = -1484557.228646
  nChanged 488
		SP:Iteration 9Q (14979.110000 sec): 3 clusters
  Score: Raw -1487953.065370 + Penalty 3140.890393 = -1484812.174977
  nChanged 436
		SP:Iteration 10Q (14979.370000 sec): 3 clusters
  Score: Raw -1488170.410315 + Penalty 3140.890393 = -1485029.519922
  nChanged 390
		SP:Iteration 11Q (14979.700000 sec): 3 clusters
  Score: Raw -1488350.422190 + Penalty 3140.890393 = -1485209.531797
  nChanged 336
		SP:Iteration 12Q (14980.010000 sec): 3 clusters
  Score: Raw -1488501.558230 + Penalty 3140.890393 = -1485360.667837
  nChanged 310
		SP:Iteration 13Q (14980.320000 sec): 3 clusters
  Score: Raw -1488625.026378 + Penalty 3140.890393 = -1485484.135984
  nChanged 248
		SP:Iteration 14Q (14980.620000 sec): 3 clusters
  Score: Raw -1488725.553737 + Penalty 3140.890393 = -1485584.663344
  nChanged 243
		SP:Iteration 15Q (14980.930000 sec): 3 clusters
  Score: Raw -1488830.716173 + Penalty 3140.890393 = -1485689.825779
  nChanged 241
		SP:Iteration 16Q (14981.200000 sec): 3 clusters
  Score: Raw -1488950.808649 + Penalty 3140.890393 = -1485809.918256
  nChanged 241
		SP:Iteration 17Q (14981.510000 sec): 3 clusters
  Score: Raw -1489074.332867 + Penalty 3140.890393 = -1485933.442473
  nChanged 218
		SP:Iteration 18Q (14981.820000 sec): 3 clusters
  Score: Raw -1489208.070714 + Penalty 3140.890393 = -1486067.180321
  nChanged 220
		SP:Iteration 19Q (14982.100000 sec): 3 clusters
  Score: Raw -1489409.548038 + Penalty 3140.890393 = -1486268.657645
  nChanged 222
		SP:Iteration 20F (14982.360000 sec): 3 clusters
  Score: Raw -1489645.356948 + Penalty 3140.890393 = -1486504.466555
  nChanged 253
		SP:Iteration 21Q (14982.630000 sec): 3 clusters
  Score: Raw -1489825.278032 + Penalty 3140.890393 = -1486684.387639
  nChanged 231
		SP:Iteration 22Q (14982.940000 sec): 3 clusters
  Score: Raw -1489932.376731 + Penalty 3140.890393 = -1486791.486338
  nChanged 190
		SP:Iteration 23Q (14983.200000 sec): 3 clusters
  Score: Raw -1490005.670604 + Penalty 3140.890393 = -1486864.780210
  nChanged 208
		SP:Iteration 24Q (14983.380000 sec): 3 clusters
  Score: Raw -1490073.640508 + Penalty 3140.890393 = -1486932.750115
  nChanged 170
		SP:Iteration 25Q (14983.700000 sec): 3 clusters
  Score: Raw -1490124.792358 + Penalty 3140.890393 = -1486983.901965
  nChanged 164
		SP:Iteration 26Q (14983.970000 sec): 3 clusters
  Score: Raw -1490176.878467 + Penalty 3140.890393 = -1487035.988074
  nChanged 167
		SP:Iteration 27Q (14984.270000 sec): 3 clusters
  Score: Raw -1490230.078382 + Penalty 3140.890393 = -1487089.187988
  nChanged 171
		SP:Iteration 28Q (14984.560000 sec): 3 clusters
  Score: Raw -1490287.059913 + Penalty 3140.890393 = -1487146.169520
  nChanged 192
		SP:Iteration 29Q (14984.830000 sec): 3 clusters
  Score: Raw -1490359.184288 + Penalty 3140.890393 = -1487218.293894
  nChanged 221
		SP:Iteration 30Q (14985.050000 sec): 3 clusters
  Score: Raw -1490450.904947 + Penalty 3140.890393 = -1487310.014554
  nChanged 230
		SP:Iteration 31Q (14985.360000 sec): 3 clusters
  Score: Raw -1490551.217206 + Penalty 3140.890393 = -1487410.326813
  nChanged 237
		SP:Iteration 32Q (14985.630000 sec): 3 clusters
  Score: Raw -1490654.607420 + Penalty 3140.890393 = -1487513.717027
  nChanged 263
		SP:Iteration 33Q (14985.940000 sec): 3 clusters
  Score: Raw -1490784.529141 + Penalty 3140.890393 = -1487643.638747
  nChanged 302
		SP:Iteration 34Q (14986.170000 sec): 3 clusters
  Score: Raw -1490946.134077 + Penalty 3140.890393 = -1487805.243684
  nChanged 326
		SP:Iteration 35Q (14986.360000 sec): 3 clusters
  Score: Raw -1491137.468077 + Penalty 3140.890393 = -1487996.577684
  nChanged 337
		SP:Iteration 36Q (14986.690000 sec): 3 clusters
  Score: Raw -1491372.429743 + Penalty 3140.890393 = -1488231.539350
  nChanged 351
		SP:Iteration 37Q (14986.920000 sec): 3 clusters
  Score: Raw -1491635.749171 + Penalty 3140.890393 = -1488494.858778
  nChanged 378
		SP:Iteration 38Q (14987.190000 sec): 3 clusters
  Score: Raw -1491995.596768 + Penalty 3140.890393 = -1488854.706374
  nChanged 393
		SP:Iteration 39Q (14987.400000 sec): 3 clusters
  Score: Raw -1492425.458510 + Penalty 3140.890393 = -1489284.568117
  nChanged 362
		SP:Iteration 40F (14987.680000 sec): 3 clusters
  Score: Raw -1493144.864104 + Penalty 3140.890393 = -1490003.973710
  nChanged 429
		SP:Iteration 41Q (14987.930000 sec): 3 clusters
  Score: Raw -1493892.964275 + Penalty 3140.890393 = -1490752.073882
  nChanged 274
		SP:Iteration 42Q (14988.210000 sec): 3 clusters
  Score: Raw -1494170.975842 + Penalty 3140.890393 = -1491030.085449
  nChanged 155
		SP:Iteration 43Q (14988.480000 sec): 3 clusters
  Score: Raw -1494250.599521 + Penalty 3140.890393 = -1491109.709128
  nChanged 67
		SP:Iteration 44Q (14988.740000 sec): 3 clusters
  Score: Raw -1494269.269756 + Penalty 3140.890393 = -1491128.379363
  nChanged 43
		SP:Iteration 45Q (14989.010000 sec): 3 clusters
  Score: Raw -1494277.335434 + Penalty 3140.890393 = -1491136.445041
  nChanged 26
		SP:Iteration 46Q (14989.270000 sec): 3 clusters
  Score: Raw -1494281.090518 + Penalty 3140.890393 = -1491140.200124
  nChanged 18
		SP:Iteration 47Q (14989.530000 sec): 3 clusters
  Score: Raw -1494283.871956 + Penalty 3140.890393 = -1491142.981563
  nChanged 14
		SP:Iteration 48Q (14989.870000 sec): 3 clusters
  Score: Raw -1494285.543279 + Penalty 3140.890393 = -1491144.652886
  nChanged 11
		SP:Iteration 49Q (14990.120000 sec): 3 clusters
  Score: Raw -1494286.825673 + Penalty 3140.890393 = -1491145.935280
  nChanged 5
		SP:Iteration 50Q (14990.410000 sec): 3 clusters
  Score: Raw -1494287.305607 + Penalty 3140.890393 = -1491146.415213
  nChanged 3
		SP:Iteration 51Q (14990.690000 sec): 3 clusters
  Score: Raw -1494287.552835 + Penalty 3140.890393 = -1491146.662441
  nChanged 2
		SP:Iteration 52Q (14990.960000 sec): 3 clusters
  Score: Raw -1494287.664635 + Penalty 3140.890393 = -1491146.774241
  nChanged 0
		SP:Iteration 53F (14991.220000 sec): 3 clusters
  Score: Raw -1494287.664635 + Penalty 3140.890393 = -1491146.774241
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 106.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 75 (3283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14991.310000 sec): 2 clusters
  Score: Raw -273363.197789 + Penalty 1315.683349 = -272047.514440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14991.490000 sec): 3 clusters
  Score: Raw -271790.680290 + Penalty 2631.366698 = -269159.313592
  nChanged 1268
		SP:Iteration 1F (14991.660000 sec): 3 clusters
  Score: Raw -272544.305572 + Penalty 2631.366698 = -269912.938874
  nChanged 245
		SP:Iteration 2F (14991.840000 sec): 3 clusters
  Score: Raw -272699.541233 + Penalty 2631.366698 = -270068.174534
  nChanged 195
		SP:Iteration 3F (14992.010000 sec): 3 clusters
  Score: Raw -272833.104817 + Penalty 2631.366698 = -270201.738119
  nChanged 162
		SP:Iteration 4Q (14992.190000 sec): 3 clusters
  Score: Raw -272937.370486 + Penalty 2631.366698 = -270306.003788
  nChanged 128
		SP:Iteration 5Q (14992.370000 sec): 3 clusters
  Score: Raw -273014.977268 + Penalty 2631.366698 = -270383.610570
  nChanged 113
		SP:Iteration 6Q (14992.540000 sec): 3 clusters
  Score: Raw -273078.265340 + Penalty 2631.366698 = -270446.898642
  nChanged 84
		SP:Iteration 7Q (14992.720000 sec): 3 clusters
  Score: Raw -273118.792351 + Penalty 2631.366698 = -270487.425653
  nChanged 78
		SP:Iteration 8Q (14992.890000 sec): 3 clusters
  Score: Raw -273157.882407 + Penalty 2631.366698 = -270526.515708
  nChanged 80
		SP:Iteration 9Q (14993.070000 sec): 3 clusters
  Score: Raw -273201.852008 + Penalty 2631.366698 = -270570.485310
  nChanged 84
		SP:Iteration 10Q (14993.240000 sec): 3 clusters
  Score: Raw -273244.096121 + Penalty 2631.366698 = -270612.729423
  nChanged 72
		SP:Iteration 11Q (14993.420000 sec): 3 clusters
  Score: Raw -273278.872138 + Penalty 2631.366698 = -270647.505440
  nChanged 68
		SP:Iteration 12Q (14993.590000 sec): 3 clusters
  Score: Raw -273313.535332 + Penalty 2631.366698 = -270682.168634
  nChanged 51
		SP:Iteration 13Q (14993.770000 sec): 3 clusters
  Score: Raw -273337.875489 + Penalty 2631.366698 = -270706.508791
  nChanged 52
		SP:Iteration 14Q (14993.950000 sec): 3 clusters
  Score: Raw -273359.019690 + Penalty 2631.366698 = -270727.652992
  nChanged 43
		SP:Iteration 15Q (14994.120000 sec): 3 clusters
  Score: Raw -273373.838676 + Penalty 2631.366698 = -270742.471978
  nChanged 33
		SP:Iteration 16Q (14994.300000 sec): 3 clusters
  Score: Raw -273387.678981 + Penalty 2631.366698 = -270756.312283
  nChanged 32
		SP:Iteration 17Q (14994.470000 sec): 3 clusters
  Score: Raw -273401.939397 + Penalty 2631.366698 = -270770.572699
  nChanged 42
		SP:Iteration 18Q (14994.650000 sec): 3 clusters
  Score: Raw -273422.797256 + Penalty 2631.366698 = -270791.430557
  nChanged 40
		SP:Iteration 19Q (14994.830000 sec): 3 clusters
  Score: Raw -273440.918614 + Penalty 2631.366698 = -270809.551916
  nChanged 34
		SP:Iteration 20F (14995.000000 sec): 3 clusters
  Score: Raw -273457.275266 + Penalty 2631.366698 = -270825.908568
  nChanged 33
		SP:Iteration 21Q (14995.120000 sec): 3 clusters
  Score: Raw -273474.974018 + Penalty 2631.366698 = -270843.607320
  nChanged 38
		SP:Iteration 22Q (14995.180000 sec): 3 clusters
  Score: Raw -273492.665383 + Penalty 2631.366698 = -270861.298685
  nChanged 29
		SP:Iteration 23Q (14995.240000 sec): 3 clusters
  Score: Raw -273509.381827 + Penalty 2631.366698 = -270878.015128
  nChanged 25
		SP:Iteration 24Q (14995.310000 sec): 3 clusters
  Score: Raw -273521.443271 + Penalty 2631.366698 = -270890.076573
  nChanged 19
		SP:Iteration 25Q (14995.370000 sec): 3 clusters
  Score: Raw -273529.984687 + Penalty 2631.366698 = -270898.617989
  nChanged 21
		SP:Iteration 26Q (14995.430000 sec): 3 clusters
  Score: Raw -273539.492034 + Penalty 2631.366698 = -270908.125336
  nChanged 15
		SP:Iteration 27Q (14995.490000 sec): 3 clusters
  Score: Raw -273545.815298 + Penalty 2631.366698 = -270914.448600
  nChanged 13
		SP:Iteration 28Q (14995.550000 sec): 3 clusters
  Score: Raw -273552.383059 + Penalty 2631.366698 = -270921.016361
  nChanged 16
		SP:Iteration 29Q (14995.610000 sec): 3 clusters
  Score: Raw -273560.145923 + Penalty 2631.366698 = -270928.779225
  nChanged 14
		SP:Iteration 30Q (14995.680000 sec): 3 clusters
  Score: Raw -273564.926691 + Penalty 2631.366698 = -270933.559992
  nChanged 8
		SP:Iteration 31Q (14995.740000 sec): 3 clusters
  Score: Raw -273568.026506 + Penalty 2631.366698 = -270936.659808
  nChanged 5
		SP:Iteration 32Q (14995.800000 sec): 3 clusters
  Score: Raw -273569.894242 + Penalty 2631.366698 = -270938.527543
  nChanged 8
		SP:Iteration 33Q (14995.860000 sec): 3 clusters
  Score: Raw -273572.745109 + Penalty 2631.366698 = -270941.378411
  nChanged 11
		SP:Iteration 34Q (14995.930000 sec): 3 clusters
  Score: Raw -273577.960909 + Penalty 2631.366698 = -270946.594211
  nChanged 13
		SP:Iteration 35Q (14996.030000 sec): 3 clusters
  Score: Raw -273584.258992 + Penalty 2631.366698 = -270952.892294
  nChanged 15
		SP:Iteration 36Q (14996.210000 sec): 3 clusters
  Score: Raw -273592.718475 + Penalty 2631.366698 = -270961.351777
  nChanged 26
		SP:Iteration 37Q (14996.380000 sec): 3 clusters
  Score: Raw -273605.372515 + Penalty 2631.366698 = -270974.005817
  nChanged 24
		SP:Iteration 38Q (14996.560000 sec): 3 clusters
  Score: Raw -273617.586274 + Penalty 2631.366698 = -270986.219576
  nChanged 16
		SP:Iteration 39Q (14996.710000 sec): 3 clusters
  Score: Raw -273623.554063 + Penalty 2631.366698 = -270992.187365
  nChanged 7
		SP:Iteration 40F (14996.770000 sec): 3 clusters
  Score: Raw -273626.787111 + Penalty 2631.366698 = -270995.420413
  nChanged 9
		SP:Iteration 41Q (14996.830000 sec): 3 clusters
  Score: Raw -273630.820497 + Penalty 2631.366698 = -270999.453799
  nChanged 8
		SP:Iteration 42Q (14996.890000 sec): 3 clusters
  Score: Raw -273633.512844 + Penalty 2631.366698 = -271002.146146
  nChanged 5
		SP:Iteration 43Q (14996.950000 sec): 3 clusters
  Score: Raw -273635.055472 + Penalty 2631.366698 = -271003.688774
  nChanged 2
		SP:Iteration 44Q (14997.010000 sec): 3 clusters
  Score: Raw -273636.203495 + Penalty 2631.366698 = -271004.836797
  nChanged 3
		SP:Iteration 45Q (14997.080000 sec): 3 clusters
  Score: Raw -273637.128668 + Penalty 2631.366698 = -271005.761970
  nChanged 4
		SP:Iteration 46Q (14997.140000 sec): 3 clusters
  Score: Raw -273638.472190 + Penalty 2631.366698 = -271007.105492
  nChanged 4
		SP:Iteration 47Q (14997.200000 sec): 3 clusters
  Score: Raw -273640.832412 + Penalty 2631.366698 = -271009.465714
  nChanged 3
		SP:Iteration 48Q (14997.360000 sec): 3 clusters
  Score: Raw -273641.515329 + Penalty 2631.366698 = -271010.148631
  nChanged 1
		SP:Iteration 49Q (14997.530000 sec): 3 clusters
  Score: Raw -273642.016069 + Penalty 2631.366698 = -271010.649371
  nChanged 0
		SP:Iteration 50F (14997.710000 sec): 3 clusters
  Score: Raw -273642.016069 + Penalty 2631.366698 = -271010.649371
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 76 (3305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14997.780000 sec): 2 clusters
  Score: Raw -267823.736653 + Penalty 1316.768660 = -266506.967993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14997.960000 sec): 3 clusters
  Score: Raw -266246.233887 + Penalty 2633.537319 = -263612.696568
  nChanged 1263
		SP:Iteration 1F (14998.130000 sec): 3 clusters
  Score: Raw -267171.583870 + Penalty 2633.537319 = -264538.046550
  nChanged 342
		SP:Iteration 2F (14998.310000 sec): 3 clusters
  Score: Raw -267479.076836 + Penalty 2633.537319 = -264845.539517
  nChanged 235
		SP:Iteration 3F (14998.490000 sec): 3 clusters
  Score: Raw -267673.008929 + Penalty 2633.537319 = -265039.471610
  nChanged 170
		SP:Iteration 4F (14998.660000 sec): 3 clusters
  Score: Raw -267811.495735 + Penalty 2633.537319 = -265177.958415
  nChanged 125
		SP:Iteration 5Q (14998.830000 sec): 3 clusters
  Score: Raw -267901.365785 + Penalty 2633.537319 = -265267.828466
  nChanged 106
		SP:Iteration 6Q (14998.990000 sec): 3 clusters
  Score: Raw -267982.906295 + Penalty 2633.537319 = -265349.368975
  nChanged 97
		SP:Iteration 7Q (14999.150000 sec): 3 clusters
  Score: Raw -268066.719015 + Penalty 2633.537319 = -265433.181696
  nChanged 89
		SP:Iteration 8Q (14999.310000 sec): 3 clusters
  Score: Raw -268158.293884 + Penalty 2633.537319 = -265524.756564
  nChanged 83
		SP:Iteration 9Q (14999.470000 sec): 3 clusters
  Score: Raw -268239.256996 + Penalty 2633.537319 = -265605.719676
  nChanged 80
		SP:Iteration 10Q (14999.630000 sec): 3 clusters
  Score: Raw -268315.629053 + Penalty 2633.537319 = -265682.091734
  nChanged 61
		SP:Iteration 11Q (14999.790000 sec): 3 clusters
  Score: Raw -268365.994866 + Penalty 2633.537319 = -265732.457546
  nChanged 66
		SP:Iteration 12Q (14999.950000 sec): 3 clusters
  Score: Raw -268412.412586 + Penalty 2633.537319 = -265778.875267
  nChanged 53
		SP:Iteration 13Q (15000.110000 sec): 3 clusters
  Score: Raw -268447.200057 + Penalty 2633.537319 = -265813.662738
  nChanged 47
		SP:Iteration 14Q (15000.270000 sec): 3 clusters
  Score: Raw -268480.122472 + Penalty 2633.537319 = -265846.585153
  nChanged 40
		SP:Iteration 15Q (15000.430000 sec): 3 clusters
  Score: Raw -268505.752511 + Penalty 2633.537319 = -265872.215192
  nChanged 37
		SP:Iteration 16Q (15000.590000 sec): 3 clusters
  Score: Raw -268528.633403 + Penalty 2633.537319 = -265895.096084
  nChanged 36
		SP:Iteration 17Q (15000.750000 sec): 3 clusters
  Score: Raw -268551.808536 + Penalty 2633.537319 = -265918.271217
  nChanged 34
		SP:Iteration 18Q (15000.910000 sec): 3 clusters
  Score: Raw -268569.473562 + Penalty 2633.537319 = -265935.936243
  nChanged 32
		SP:Iteration 19Q (15001.070000 sec): 3 clusters
  Score: Raw -268584.214458 + Penalty 2633.537319 = -265950.677138
  nChanged 24
		SP:Iteration 20F (15001.250000 sec): 3 clusters
  Score: Raw -268594.985699 + Penalty 2633.537319 = -265961.448379
  nChanged 22
		SP:Iteration 21Q (15001.420000 sec): 3 clusters
  Score: Raw -268606.115768 + Penalty 2633.537319 = -265972.578448
  nChanged 25
		SP:Iteration 22Q (15001.600000 sec): 3 clusters
  Score: Raw -268616.768511 + Penalty 2633.537319 = -265983.231191
  nChanged 20
		SP:Iteration 23Q (15001.770000 sec): 3 clusters
  Score: Raw -268624.099038 + Penalty 2633.537319 = -265990.561718
  nChanged 14
		SP:Iteration 24Q (15001.950000 sec): 3 clusters
  Score: Raw -268628.222720 + Penalty 2633.537319 = -265994.685400
  nChanged 10
		SP:Iteration 25Q (15002.130000 sec): 3 clusters
  Score: Raw -268631.577371 + Penalty 2633.537319 = -265998.040051
  nChanged 11
		SP:Iteration 26Q (15002.300000 sec): 3 clusters
  Score: Raw -268635.290505 + Penalty 2633.537319 = -266001.753185
  nChanged 3
		SP:Iteration 27Q (15002.480000 sec): 3 clusters
  Score: Raw -268636.042082 + Penalty 2633.537319 = -266002.504762
  nChanged 6
		SP:Iteration 28Q (15002.650000 sec): 3 clusters
  Score: Raw -268638.197605 + Penalty 2633.537319 = -266004.660285
  nChanged 8
		SP:Iteration 29Q (15002.830000 sec): 3 clusters
  Score: Raw -268640.665944 + Penalty 2633.537319 = -266007.128624
  nChanged 11
		SP:Iteration 30Q (15003.010000 sec): 3 clusters
  Score: Raw -268644.735854 + Penalty 2633.537319 = -266011.198534
  nChanged 9
		SP:Iteration 31Q (15003.180000 sec): 3 clusters
  Score: Raw -268649.141260 + Penalty 2633.537319 = -266015.603941
  nChanged 17
		SP:Iteration 32Q (15003.350000 sec): 3 clusters
  Score: Raw -268658.281119 + Penalty 2633.537319 = -266024.743799
  nChanged 9
		SP:Iteration 33Q (15003.530000 sec): 3 clusters
  Score: Raw -268663.931414 + Penalty 2633.537319 = -266030.394095
  nChanged 10
		SP:Iteration 34Q (15003.700000 sec): 3 clusters
  Score: Raw -268672.325216 + Penalty 2633.537319 = -266038.787897
  nChanged 19
		SP:Iteration 35Q (15003.880000 sec): 3 clusters
  Score: Raw -268682.348439 + Penalty 2633.537319 = -266048.811119
  nChanged 16
		SP:Iteration 36Q (15004.050000 sec): 3 clusters
  Score: Raw -268689.192689 + Penalty 2633.537319 = -266055.655369
  nChanged 9
		SP:Iteration 37Q (15004.230000 sec): 3 clusters
  Score: Raw -268693.595701 + Penalty 2633.537319 = -266060.058381
  nChanged 8
		SP:Iteration 38Q (15004.410000 sec): 3 clusters
  Score: Raw -268697.916432 + Penalty 2633.537319 = -266064.379113
  nChanged 9
		SP:Iteration 39Q (15004.580000 sec): 3 clusters
  Score: Raw -268701.110852 + Penalty 2633.537319 = -266067.573532
  nChanged 7
		SP:Iteration 40F (15004.730000 sec): 3 clusters
  Score: Raw -268705.231266 + Penalty 2633.537319 = -266071.693947
  nChanged 7
		SP:Iteration 41Q (15004.800000 sec): 3 clusters
  Score: Raw -268707.107496 + Penalty 2633.537319 = -266073.570177
  nChanged 4
		SP:Iteration 42Q (15004.860000 sec): 3 clusters
  Score: Raw -268708.348903 + Penalty 2633.537319 = -266074.811584
  nChanged 2
		SP:Iteration 43Q (15004.930000 sec): 3 clusters
  Score: Raw -268708.715797 + Penalty 2633.537319 = -266075.178478
  nChanged 1
		SP:Iteration 44Q (15005.000000 sec): 3 clusters
  Score: Raw -268708.808114 + Penalty 2633.537319 = -266075.270795
  nChanged 1
		SP:Iteration 45Q (15005.060000 sec): 3 clusters
  Score: Raw -268709.255757 + Penalty 2633.537319 = -266075.718437
  nChanged 1
		SP:Iteration 46Q (15005.130000 sec): 3 clusters
  Score: Raw -268709.585186 + Penalty 2633.537319 = -266076.047866
  nChanged 1
		SP:Iteration 47Q (15005.200000 sec): 3 clusters
  Score: Raw -268709.826076 + Penalty 2633.537319 = -266076.288756
  nChanged 1
		SP:Iteration 48Q (15005.260000 sec): 3 clusters
  Score: Raw -268710.121904 + Penalty 2633.537319 = -266076.584584
  nChanged 0
		SP:Iteration 49F (15005.330000 sec): 3 clusters
  Score: Raw -268710.121904 + Penalty 2633.537319 = -266076.584584
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 77 (2168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15005.390000 sec): 2 clusters
  Score: Raw -179447.138251 + Penalty 1248.253559 = -178198.884692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15005.430000 sec): 3 clusters
  Score: Raw -178496.181873 + Penalty 2496.507118 = -175999.674755
  nChanged 778
		SP:Iteration 1F (15005.480000 sec): 3 clusters
  Score: Raw -179037.873979 + Penalty 2496.507118 = -176541.366861
  nChanged 192
		SP:Iteration 2F (15005.520000 sec): 3 clusters
  Score: Raw -179188.253738 + Penalty 2496.507118 = -176691.746620
  nChanged 122
		SP:Iteration 3F (15005.570000 sec): 3 clusters
  Score: Raw -179291.725882 + Penalty 2496.507118 = -176795.218764
  nChanged 117
		SP:Iteration 4F (15005.610000 sec): 3 clusters
  Score: Raw -179378.649525 + Penalty 2496.507118 = -176882.142407
  nChanged 86
		SP:Iteration 5Q (15005.650000 sec): 3 clusters
  Score: Raw -179433.476680 + Penalty 2496.507118 = -176936.969562
  nChanged 71
		SP:Iteration 6Q (15005.700000 sec): 3 clusters
  Score: Raw -179484.673191 + Penalty 2496.507118 = -176988.166073
  nChanged 60
		SP:Iteration 7Q (15005.750000 sec): 3 clusters
  Score: Raw -179525.481075 + Penalty 2496.507118 = -177028.973957
  nChanged 65
		SP:Iteration 8Q (15005.790000 sec): 3 clusters
  Score: Raw -179576.296571 + Penalty 2496.507118 = -177079.789453
  nChanged 65
		SP:Iteration 9Q (15005.830000 sec): 3 clusters
  Score: Raw -179632.814045 + Penalty 2496.507118 = -177136.306928
  nChanged 61
		SP:Iteration 10Q (15005.880000 sec): 3 clusters
  Score: Raw -179675.029305 + Penalty 2496.507118 = -177178.522187
  nChanged 42
		SP:Iteration 11Q (15005.920000 sec): 3 clusters
  Score: Raw -179705.020674 + Penalty 2496.507118 = -177208.513557
  nChanged 34
		SP:Iteration 12Q (15005.970000 sec): 3 clusters
  Score: Raw -179730.275275 + Penalty 2496.507118 = -177233.768157
  nChanged 30
		SP:Iteration 13Q (15006.010000 sec): 3 clusters
  Score: Raw -179746.994003 + Penalty 2496.507118 = -177250.486886
  nChanged 21
		SP:Iteration 14Q (15006.050000 sec): 3 clusters
  Score: Raw -179758.064232 + Penalty 2496.507118 = -177261.557115
  nChanged 14
		SP:Iteration 15Q (15006.100000 sec): 3 clusters
  Score: Raw -179767.554804 + Penalty 2496.507118 = -177271.047686
  nChanged 17
		SP:Iteration 16Q (15006.140000 sec): 3 clusters
  Score: Raw -179783.319864 + Penalty 2496.507118 = -177286.812747
  nChanged 13
		SP:Iteration 17Q (15006.180000 sec): 3 clusters
  Score: Raw -179791.481345 + Penalty 2496.507118 = -177294.974227
  nChanged 12
		SP:Iteration 18Q (15006.230000 sec): 3 clusters
  Score: Raw -179796.989496 + Penalty 2496.507118 = -177300.482378
  nChanged 8
		SP:Iteration 19Q (15006.270000 sec): 3 clusters
  Score: Raw -179801.159397 + Penalty 2496.507118 = -177304.652279
  nChanged 4
		SP:Iteration 20F (15006.310000 sec): 3 clusters
  Score: Raw -179802.790777 + Penalty 2496.507118 = -177306.283659
  nChanged 4
		SP:Iteration 21Q (15006.360000 sec): 3 clusters
  Score: Raw -179806.842469 + Penalty 2496.507118 = -177310.335351
  nChanged 7
		SP:Iteration 22Q (15006.400000 sec): 3 clusters
  Score: Raw -179810.131608 + Penalty 2496.507118 = -177313.624490
  nChanged 6
		SP:Iteration 23Q (15006.450000 sec): 3 clusters
  Score: Raw -179813.364289 + Penalty 2496.507118 = -177316.857171
  nChanged 5
		SP:Iteration 24Q (15006.490000 sec): 3 clusters
  Score: Raw -179815.389530 + Penalty 2496.507118 = -177318.882412
  nChanged 1
		SP:Iteration 25Q (15006.530000 sec): 3 clusters
  Score: Raw -179815.743651 + Penalty 2496.507118 = -177319.236533
  nChanged 0
		SP:Iteration 26F (15006.580000 sec): 3 clusters
  Score: Raw -179815.743651 + Penalty 2496.507118 = -177319.236533
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 78 (5017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15006.730000 sec): 2 clusters
  Score: Raw -499025.701498 + Penalty 1384.595456 = -497641.106041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15006.860000 sec): 3 clusters
  Score: Raw -496457.037619 + Penalty 2769.190913 = -493687.846706
  nChanged 1986
		SP:Iteration 1F (15007.040000 sec): 3 clusters
  Score: Raw -497562.098069 + Penalty 2769.190913 = -494792.907156
  nChanged 348
		SP:Iteration 2F (15007.210000 sec): 3 clusters
  Score: Raw -497730.564492 + Penalty 2769.190913 = -494961.373579
  nChanged 251
		SP:Iteration 3F (15007.390000 sec): 3 clusters
  Score: Raw -497853.029088 + Penalty 2769.190913 = -495083.838175
  nChanged 187
		SP:Iteration 4Q (15007.560000 sec): 3 clusters
  Score: Raw -497947.146218 + Penalty 2769.190913 = -495177.955305
  nChanged 197
		SP:Iteration 5Q (15007.740000 sec): 3 clusters
  Score: Raw -498041.162275 + Penalty 2769.190913 = -495271.971362
  nChanged 196
		SP:Iteration 6Q (15007.910000 sec): 3 clusters
  Score: Raw -498143.034034 + Penalty 2769.190913 = -495373.843121
  nChanged 171
		SP:Iteration 7Q (15008.130000 sec): 3 clusters
  Score: Raw -498230.192839 + Penalty 2769.190913 = -495461.001926
  nChanged 152
		SP:Iteration 8Q (15008.310000 sec): 3 clusters
  Score: Raw -498312.089682 + Penalty 2769.190913 = -495542.898769
  nChanged 159
		SP:Iteration 9Q (15008.450000 sec): 3 clusters
  Score: Raw -498405.349028 + Penalty 2769.190913 = -495636.158115
  nChanged 159
		SP:Iteration 10Q (15008.630000 sec): 3 clusters
  Score: Raw -498498.204026 + Penalty 2769.190913 = -495729.013113
  nChanged 161
		SP:Iteration 11Q (15008.800000 sec): 3 clusters
  Score: Raw -498600.198838 + Penalty 2769.190913 = -495831.007925
  nChanged 136
		SP:Iteration 12Q (15008.970000 sec): 3 clusters
  Score: Raw -498690.500454 + Penalty 2769.190913 = -495921.309541
  nChanged 114
		SP:Iteration 13Q (15009.150000 sec): 3 clusters
  Score: Raw -498768.424856 + Penalty 2769.190913 = -495999.233944
  nChanged 92
		SP:Iteration 14Q (15009.330000 sec): 3 clusters
  Score: Raw -498841.101571 + Penalty 2769.190913 = -496071.910658
  nChanged 85
		SP:Iteration 15Q (15009.500000 sec): 3 clusters
  Score: Raw -498910.839829 + Penalty 2769.190913 = -496141.648916
  nChanged 83
		SP:Iteration 16Q (15009.680000 sec): 3 clusters
  Score: Raw -498985.482767 + Penalty 2769.190913 = -496216.291854
  nChanged 56
		SP:Iteration 17Q (15009.850000 sec): 3 clusters
  Score: Raw -499037.951452 + Penalty 2769.190913 = -496268.760539
  nChanged 47
		SP:Iteration 18Q (15010.030000 sec): 3 clusters
  Score: Raw -499078.094748 + Penalty 2769.190913 = -496308.903835
  nChanged 32
		SP:Iteration 19Q (15010.210000 sec): 3 clusters
  Score: Raw -499108.201223 + Penalty 2769.190913 = -496339.010310
  nChanged 21
		SP:Iteration 20F (15010.410000 sec): 3 clusters
  Score: Raw -499122.364337 + Penalty 2769.190913 = -496353.173424
  nChanged 10
		SP:Iteration 21Q (15010.600000 sec): 3 clusters
  Score: Raw -499132.635075 + Penalty 2769.190913 = -496363.444162
  nChanged 10
		SP:Iteration 22Q (15010.770000 sec): 3 clusters
  Score: Raw -499143.043057 + Penalty 2769.190913 = -496373.852145
  nChanged 14
		SP:Iteration 23Q (15010.950000 sec): 3 clusters
  Score: Raw -499155.438156 + Penalty 2769.190913 = -496386.247243
  nChanged 7
		SP:Iteration 24Q (15011.130000 sec): 3 clusters
  Score: Raw -499162.474727 + Penalty 2769.190913 = -496393.283814
  nChanged 7
		SP:Iteration 25Q (15011.300000 sec): 3 clusters
  Score: Raw -499169.462837 + Penalty 2769.190913 = -496400.271924
  nChanged 3
		SP:Iteration 26Q (15011.470000 sec): 3 clusters
  Score: Raw -499171.728720 + Penalty 2769.190913 = -496402.537807
  nChanged 2
		SP:Iteration 27Q (15011.650000 sec): 3 clusters
  Score: Raw -499173.723349 + Penalty 2769.190913 = -496404.532436
  nChanged 2
		SP:Iteration 28Q (15011.830000 sec): 3 clusters
  Score: Raw -499175.447255 + Penalty 2769.190913 = -496406.256342
  nChanged 3
		SP:Iteration 29Q (15012.000000 sec): 3 clusters
  Score: Raw -499177.129824 + Penalty 2769.190913 = -496407.938911
  nChanged 2
		SP:Iteration 30Q (15012.180000 sec): 3 clusters
  Score: Raw -499179.228494 + Penalty 2769.190913 = -496410.037581
  nChanged 1
		SP:Iteration 31Q (15012.350000 sec): 3 clusters
  Score: Raw -499179.670645 + Penalty 2769.190913 = -496410.479732
  nChanged 1
		SP:Iteration 32Q (15012.550000 sec): 3 clusters
  Score: Raw -499180.476397 + Penalty 2769.190913 = -496411.285484
  nChanged 0
		SP:Iteration 33F (15012.750000 sec): 3 clusters
  Score: Raw -499180.476397 + Penalty 2769.190913 = -496411.285484
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 79 (2459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15012.820000 sec): 2 clusters
  Score: Raw -188492.494609 + Penalty 1268.720382 = -187223.774227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15012.990000 sec): 3 clusters
  Score: Raw -187431.364730 + Penalty 2537.440764 = -184893.923966
  nChanged 881
		SP:Iteration 1F (15013.130000 sec): 3 clusters
  Score: Raw -187994.189701 + Penalty 2537.440764 = -185456.748938
  nChanged 201
		SP:Iteration 2F (15013.260000 sec): 3 clusters
  Score: Raw -188154.948324 + Penalty 2537.440764 = -185617.507560
  nChanged 133
		SP:Iteration 3F (15013.310000 sec): 3 clusters
  Score: Raw -188257.940544 + Penalty 2537.440764 = -185720.499781
  nChanged 101
		SP:Iteration 4Q (15013.370000 sec): 3 clusters
  Score: Raw -188323.684769 + Penalty 2537.440764 = -185786.244006
  nChanged 72
		SP:Iteration 5Q (15013.420000 sec): 3 clusters
  Score: Raw -188372.843396 + Penalty 2537.440764 = -185835.402632
  nChanged 64
		SP:Iteration 6Q (15013.470000 sec): 3 clusters
  Score: Raw -188410.110184 + Penalty 2537.440764 = -185872.669420
  nChanged 46
		SP:Iteration 7Q (15013.530000 sec): 3 clusters
  Score: Raw -188441.426843 + Penalty 2537.440764 = -185903.986079
  nChanged 38
		SP:Iteration 8Q (15013.580000 sec): 3 clusters
  Score: Raw -188466.785888 + Penalty 2537.440764 = -185929.345125
  nChanged 33
		SP:Iteration 9Q (15013.630000 sec): 3 clusters
  Score: Raw -188486.737091 + Penalty 2537.440764 = -185949.296327
  nChanged 25
		SP:Iteration 10Q (15013.680000 sec): 3 clusters
  Score: Raw -188497.583396 + Penalty 2537.440764 = -185960.142632
  nChanged 18
		SP:Iteration 11Q (15013.730000 sec): 3 clusters
  Score: Raw -188505.168513 + Penalty 2537.440764 = -185967.727749
  nChanged 14
		SP:Iteration 12Q (15013.790000 sec): 3 clusters
  Score: Raw -188510.794082 + Penalty 2537.440764 = -185973.353319
  nChanged 10
		SP:Iteration 13Q (15013.840000 sec): 3 clusters
  Score: Raw -188514.356146 + Penalty 2537.440764 = -185976.915382
  nChanged 8
		SP:Iteration 14Q (15013.890000 sec): 3 clusters
  Score: Raw -188516.528279 + Penalty 2537.440764 = -185979.087516
  nChanged 4
		SP:Iteration 15Q (15014.070000 sec): 3 clusters
  Score: Raw -188517.407763 + Penalty 2537.440764 = -185979.966999
  nChanged 3
		SP:Iteration 16Q (15014.240000 sec): 3 clusters
  Score: Raw -188518.681212 + Penalty 2537.440764 = -185981.240448
  nChanged 3
		SP:Iteration 17Q (15014.420000 sec): 3 clusters
  Score: Raw -188519.716988 + Penalty 2537.440764 = -185982.276225
  nChanged 2
		SP:Iteration 18Q (15014.590000 sec): 3 clusters
  Score: Raw -188520.524794 + Penalty 2537.440764 = -185983.084030
  nChanged 2
		SP:Iteration 19Q (15014.770000 sec): 3 clusters
  Score: Raw -188520.918922 + Penalty 2537.440764 = -185983.478158
  nChanged 0
		SP:Iteration 20F (15014.950000 sec): 3 clusters
  Score: Raw -188520.918922 + Penalty 2537.440764 = -185983.478158
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 80 (4640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15015.040000 sec): 2 clusters
  Score: Raw -345532.368187 + Penalty 1371.901317 = -344160.466870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15015.220000 sec): 3 clusters
  Score: Raw -343155.347320 + Penalty 2743.802635 = -340411.544685
  nChanged 1856
		SP:Iteration 1F (15015.390000 sec): 3 clusters
  Score: Raw -344442.852635 + Penalty 2743.802635 = -341699.050001
  nChanged 457
		SP:Iteration 2F (15015.570000 sec): 3 clusters
  Score: Raw -344897.027330 + Penalty 2743.802635 = -342153.224695
  nChanged 381
		SP:Iteration 3F (15015.750000 sec): 3 clusters
  Score: Raw -345306.640833 + Penalty 2743.802635 = -342562.838198
  nChanged 310
		SP:Iteration 4F (15015.920000 sec): 3 clusters
  Score: Raw -345589.655117 + Penalty 2743.802635 = -342845.852483
  nChanged 249
		SP:Iteration 5F (15016.100000 sec): 3 clusters
  Score: Raw -345786.075025 + Penalty 2743.802635 = -343042.272390
  nChanged 197
		SP:Iteration 6Q (15016.280000 sec): 3 clusters
  Score: Raw -345923.392137 + Penalty 2743.802635 = -343179.589502
  nChanged 152
		SP:Iteration 7Q (15016.450000 sec): 3 clusters
  Score: Raw -346014.164961 + Penalty 2743.802635 = -343270.362327
  nChanged 106
		SP:Iteration 8Q (15016.630000 sec): 3 clusters
  Score: Raw -346068.469165 + Penalty 2743.802635 = -343324.666530
  nChanged 87
		SP:Iteration 9Q (15016.800000 sec): 3 clusters
  Score: Raw -346112.635672 + Penalty 2743.802635 = -343368.833037
  nChanged 70
		SP:Iteration 10Q (15016.980000 sec): 3 clusters
  Score: Raw -346135.418553 + Penalty 2743.802635 = -343391.615919
  nChanged 46
		SP:Iteration 11Q (15017.160000 sec): 3 clusters
  Score: Raw -346151.176748 + Penalty 2743.802635 = -343407.374114
  nChanged 34
		SP:Iteration 12Q (15017.330000 sec): 3 clusters
  Score: Raw -346161.607765 + Penalty 2743.802635 = -343417.805130
  nChanged 27
		SP:Iteration 13Q (15017.500000 sec): 3 clusters
  Score: Raw -346169.271719 + Penalty 2743.802635 = -343425.469084
  nChanged 23
		SP:Iteration 14Q (15017.680000 sec): 3 clusters
  Score: Raw -346176.127093 + Penalty 2743.802635 = -343432.324459
  nChanged 21
		SP:Iteration 15Q (15017.860000 sec): 3 clusters
  Score: Raw -346180.840128 + Penalty 2743.802635 = -343437.037493
  nChanged 8
		SP:Iteration 16Q (15018.030000 sec): 3 clusters
  Score: Raw -346183.232487 + Penalty 2743.802635 = -343439.429853
  nChanged 7
		SP:Iteration 17Q (15018.210000 sec): 3 clusters
  Score: Raw -346184.523997 + Penalty 2743.802635 = -343440.721362
  nChanged 7
		SP:Iteration 18Q (15018.380000 sec): 3 clusters
  Score: Raw -346186.502478 + Penalty 2743.802635 = -343442.699843
  nChanged 6
		SP:Iteration 19Q (15018.560000 sec): 3 clusters
  Score: Raw -346188.975338 + Penalty 2743.802635 = -343445.172703
  nChanged 10
		SP:Iteration 20F (15018.740000 sec): 3 clusters
  Score: Raw -346191.543092 + Penalty 2743.802635 = -343447.740458
  nChanged 9
		SP:Iteration 21Q (15018.910000 sec): 3 clusters
  Score: Raw -346193.355321 + Penalty 2743.802635 = -343449.552686
  nChanged 8
		SP:Iteration 22Q (15019.130000 sec): 3 clusters
  Score: Raw -346195.865868 + Penalty 2743.802635 = -343452.063234
  nChanged 11
		SP:Iteration 23Q (15019.280000 sec): 3 clusters
  Score: Raw -346200.307634 + Penalty 2743.802635 = -343456.505000
  nChanged 14
		SP:Iteration 24Q (15019.460000 sec): 3 clusters
  Score: Raw -346206.343883 + Penalty 2743.802635 = -343462.541249
  nChanged 13
		SP:Iteration 25Q (15019.640000 sec): 3 clusters
  Score: Raw -346209.290334 + Penalty 2743.802635 = -343465.487699
  nChanged 8
		SP:Iteration 26Q (15019.800000 sec): 3 clusters
  Score: Raw -346212.218604 + Penalty 2743.802635 = -343468.415970
  nChanged 11
		SP:Iteration 27Q (15019.990000 sec): 3 clusters
  Score: Raw -346215.834811 + Penalty 2743.802635 = -343472.032176
  nChanged 13
		SP:Iteration 28Q (15020.160000 sec): 3 clusters
  Score: Raw -346220.267190 + Penalty 2743.802635 = -343476.464555
  nChanged 18
		SP:Iteration 29Q (15020.340000 sec): 3 clusters
  Score: Raw -346225.104628 + Penalty 2743.802635 = -343481.301993
  nChanged 13
		SP:Iteration 30Q (15020.520000 sec): 3 clusters
  Score: Raw -346228.458595 + Penalty 2743.802635 = -343484.655960
  nChanged 13
		SP:Iteration 31Q (15020.690000 sec): 3 clusters
  Score: Raw -346230.772207 + Penalty 2743.802635 = -343486.969573
  nChanged 7
		SP:Iteration 32Q (15020.870000 sec): 3 clusters
  Score: Raw -346232.306027 + Penalty 2743.802635 = -343488.503393
  nChanged 8
		SP:Iteration 33Q (15021.040000 sec): 3 clusters
  Score: Raw -346234.595389 + Penalty 2743.802635 = -343490.792755
  nChanged 6
		SP:Iteration 34Q (15021.220000 sec): 3 clusters
  Score: Raw -346235.922476 + Penalty 2743.802635 = -343492.119842
  nChanged 6
		SP:Iteration 35Q (15021.390000 sec): 3 clusters
  Score: Raw -346237.261935 + Penalty 2743.802635 = -343493.459301
  nChanged 9
		SP:Iteration 36Q (15021.570000 sec): 3 clusters
  Score: Raw -346240.067226 + Penalty 2743.802635 = -343496.264591
  nChanged 8
		SP:Iteration 37Q (15021.740000 sec): 3 clusters
  Score: Raw -346242.693977 + Penalty 2743.802635 = -343498.891342
  nChanged 8
		SP:Iteration 38Q (15021.920000 sec): 3 clusters
  Score: Raw -346245.374582 + Penalty 2743.802635 = -343501.571947
  nChanged 9
		SP:Iteration 39Q (15022.100000 sec): 3 clusters
  Score: Raw -346247.931793 + Penalty 2743.802635 = -343504.129158
  nChanged 10
		SP:Iteration 40F (15022.270000 sec): 3 clusters
  Score: Raw -346250.780976 + Penalty 2743.802635 = -343506.978342
  nChanged 5
		SP:Iteration 41Q (15022.450000 sec): 3 clusters
  Score: Raw -346252.118747 + Penalty 2743.802635 = -343508.316112
  nChanged 3
		SP:Iteration 42Q (15022.620000 sec): 3 clusters
  Score: Raw -346252.605959 + Penalty 2743.802635 = -343508.803324
  nChanged 2
		SP:Iteration 43Q (15022.800000 sec): 3 clusters
  Score: Raw -346253.056543 + Penalty 2743.802635 = -343509.253909
  nChanged 2
		SP:Iteration 44Q (15022.970000 sec): 3 clusters
  Score: Raw -346253.677093 + Penalty 2743.802635 = -343509.874459
  nChanged 2
		SP:Iteration 45Q (15023.150000 sec): 3 clusters
  Score: Raw -346253.939378 + Penalty 2743.802635 = -343510.136743
  nChanged 0
		SP:Iteration 46F (15023.320000 sec): 3 clusters
  Score: Raw -346253.939378 + Penalty 2743.802635 = -343510.136743
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 81 (4714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15023.420000 sec): 2 clusters
  Score: Raw -401105.440165 + Penalty 1374.472464 = -399730.967701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15023.600000 sec): 3 clusters
  Score: Raw -398752.672413 + Penalty 2748.944927 = -396003.727486
  nChanged 1907
		SP:Iteration 1F (15023.770000 sec): 3 clusters
  Score: Raw -400108.099288 + Penalty 2748.944927 = -397359.154361
  nChanged 443
		SP:Iteration 2F (15023.950000 sec): 3 clusters
  Score: Raw -400487.977274 + Penalty 2748.944927 = -397739.032346
  nChanged 345
		SP:Iteration 3F (15024.120000 sec): 3 clusters
  Score: Raw -400728.862391 + Penalty 2748.944927 = -397979.917463
  nChanged 231
		SP:Iteration 4Q (15024.280000 sec): 3 clusters
  Score: Raw -400905.586860 + Penalty 2748.944927 = -398156.641932
  nChanged 206
		SP:Iteration 5Q (15024.370000 sec): 3 clusters
  Score: Raw -401068.910559 + Penalty 2748.944927 = -398319.965631
  nChanged 179
		SP:Iteration 6Q (15024.470000 sec): 3 clusters
  Score: Raw -401209.722063 + Penalty 2748.944927 = -398460.777136
  nChanged 159
		SP:Iteration 7Q (15024.560000 sec): 3 clusters
  Score: Raw -401317.843503 + Penalty 2748.944927 = -398568.898576
  nChanged 133
		SP:Iteration 8Q (15024.660000 sec): 3 clusters
  Score: Raw -401388.380163 + Penalty 2748.944927 = -398639.435235
  nChanged 99
		SP:Iteration 9Q (15024.750000 sec): 3 clusters
  Score: Raw -401432.934008 + Penalty 2748.944927 = -398683.989081
  nChanged 67
		SP:Iteration 10Q (15024.880000 sec): 3 clusters
  Score: Raw -401460.134315 + Penalty 2748.944927 = -398711.189388
  nChanged 54
		SP:Iteration 11Q (15025.060000 sec): 3 clusters
  Score: Raw -401479.545249 + Penalty 2748.944927 = -398730.600322
  nChanged 43
		SP:Iteration 12Q (15025.230000 sec): 3 clusters
  Score: Raw -401495.145966 + Penalty 2748.944927 = -398746.201039
  nChanged 51
		SP:Iteration 13Q (15025.410000 sec): 3 clusters
  Score: Raw -401510.744736 + Penalty 2748.944927 = -398761.799809
  nChanged 35
		SP:Iteration 14Q (15025.580000 sec): 3 clusters
  Score: Raw -401521.769404 + Penalty 2748.944927 = -398772.824477
  nChanged 20
		SP:Iteration 15Q (15025.760000 sec): 3 clusters
  Score: Raw -401527.007729 + Penalty 2748.944927 = -398778.062802
  nChanged 17
		SP:Iteration 16Q (15025.930000 sec): 3 clusters
  Score: Raw -401533.025664 + Penalty 2748.944927 = -398784.080737
  nChanged 22
		SP:Iteration 17Q (15026.110000 sec): 3 clusters
  Score: Raw -401538.546044 + Penalty 2748.944927 = -398789.601117
  nChanged 12
		SP:Iteration 18Q (15026.280000 sec): 3 clusters
  Score: Raw -401542.089306 + Penalty 2748.944927 = -398793.144379
  nChanged 10
		SP:Iteration 19Q (15026.500000 sec): 3 clusters
  Score: Raw -401544.746499 + Penalty 2748.944927 = -398795.801572
  nChanged 10
		SP:Iteration 20F (15026.650000 sec): 3 clusters
  Score: Raw -401546.988513 + Penalty 2748.944927 = -398798.043585
  nChanged 8
		SP:Iteration 21Q (15026.870000 sec): 3 clusters
  Score: Raw -401548.583536 + Penalty 2748.944927 = -398799.638609
  nChanged 6
		SP:Iteration 22Q (15027.020000 sec): 3 clusters
  Score: Raw -401550.744398 + Penalty 2748.944927 = -398801.799471
  nChanged 8
		SP:Iteration 23Q (15027.200000 sec): 3 clusters
  Score: Raw -401552.877320 + Penalty 2748.944927 = -398803.932393
  nChanged 9
		SP:Iteration 24Q (15027.370000 sec): 3 clusters
  Score: Raw -401555.475478 + Penalty 2748.944927 = -398806.530551
  nChanged 8
		SP:Iteration 25Q (15027.550000 sec): 3 clusters
  Score: Raw -401556.814121 + Penalty 2748.944927 = -398807.869194
  nChanged 4
		SP:Iteration 26Q (15027.720000 sec): 3 clusters
  Score: Raw -401557.345223 + Penalty 2748.944927 = -398808.400296
  nChanged 3
		SP:Iteration 27Q (15027.900000 sec): 3 clusters
  Score: Raw -401558.160305 + Penalty 2748.944927 = -398809.215378
  nChanged 2
		SP:Iteration 28Q (15028.070000 sec): 3 clusters
  Score: Raw -401558.437000 + Penalty 2748.944927 = -398809.492073
  nChanged 1
		SP:Iteration 29Q (15028.250000 sec): 3 clusters
  Score: Raw -401558.753941 + Penalty 2748.944927 = -398809.809013
  nChanged 3
		SP:Iteration 30Q (15028.430000 sec): 3 clusters
  Score: Raw -401559.204681 + Penalty 2748.944927 = -398810.259754
  nChanged 3
		SP:Iteration 31Q (15028.600000 sec): 3 clusters
  Score: Raw -401559.650412 + Penalty 2748.944927 = -398810.705485
  nChanged 1
		SP:Iteration 32Q (15028.780000 sec): 3 clusters
  Score: Raw -401559.830953 + Penalty 2748.944927 = -398810.886026
  nChanged 1
		SP:Iteration 33Q (15028.880000 sec): 3 clusters
  Score: Raw -401559.973591 + Penalty 2748.944927 = -398811.028664
  nChanged 2
		SP:Iteration 34Q (15028.980000 sec): 3 clusters
  Score: Raw -401560.235885 + Penalty 2748.944927 = -398811.290958
  nChanged 0
		SP:Iteration 35F (15029.160000 sec): 3 clusters
  Score: Raw -401560.235885 + Penalty 2748.944927 = -398811.290958
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 82 (4405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15029.240000 sec): 2 clusters
  Score: Raw -396937.609477 + Penalty 1363.455525 = -395574.153952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15029.330000 sec): 3 clusters
  Score: Raw -394755.128402 + Penalty 2726.911050 = -392028.217352
  nChanged 1742
		SP:Iteration 1F (15029.420000 sec): 3 clusters
  Score: Raw -395927.705282 + Penalty 2726.911050 = -393200.794232
  nChanged 403
		SP:Iteration 2F (15029.510000 sec): 3 clusters
  Score: Raw -396255.798460 + Penalty 2726.911050 = -393528.887410
  nChanged 320
		SP:Iteration 3F (15029.590000 sec): 3 clusters
  Score: Raw -396521.986217 + Penalty 2726.911050 = -393795.075167
  nChanged 268
		SP:Iteration 4F (15029.680000 sec): 3 clusters
  Score: Raw -396708.330398 + Penalty 2726.911050 = -393981.419348
  nChanged 197
		SP:Iteration 5Q (15029.770000 sec): 3 clusters
  Score: Raw -396840.604114 + Penalty 2726.911050 = -394113.693064
  nChanged 162
		SP:Iteration 6Q (15029.860000 sec): 3 clusters
  Score: Raw -396937.612472 + Penalty 2726.911050 = -394210.701422
  nChanged 128
		SP:Iteration 7Q (15029.950000 sec): 3 clusters
  Score: Raw -397016.581074 + Penalty 2726.911050 = -394289.670024
  nChanged 101
		SP:Iteration 8Q (15030.030000 sec): 3 clusters
  Score: Raw -397082.265202 + Penalty 2726.911050 = -394355.354152
  nChanged 87
		SP:Iteration 9Q (15030.120000 sec): 3 clusters
  Score: Raw -397128.085001 + Penalty 2726.911050 = -394401.173951
  nChanged 70
		SP:Iteration 10Q (15030.210000 sec): 3 clusters
  Score: Raw -397156.457073 + Penalty 2726.911050 = -394429.546023
  nChanged 46
		SP:Iteration 11Q (15030.290000 sec): 3 clusters
  Score: Raw -397172.384111 + Penalty 2726.911050 = -394445.473061
  nChanged 38
		SP:Iteration 12Q (15030.380000 sec): 3 clusters
  Score: Raw -397185.204325 + Penalty 2726.911050 = -394458.293276
  nChanged 27
		SP:Iteration 13Q (15030.470000 sec): 3 clusters
  Score: Raw -397193.291468 + Penalty 2726.911050 = -394466.380418
  nChanged 24
		SP:Iteration 14Q (15030.550000 sec): 3 clusters
  Score: Raw -397201.145885 + Penalty 2726.911050 = -394474.234835
  nChanged 27
		SP:Iteration 15Q (15030.640000 sec): 3 clusters
  Score: Raw -397211.966294 + Penalty 2726.911050 = -394485.055244
  nChanged 27
		SP:Iteration 16Q (15030.730000 sec): 3 clusters
  Score: Raw -397225.312958 + Penalty 2726.911050 = -394498.401909
  nChanged 28
		SP:Iteration 17Q (15030.820000 sec): 3 clusters
  Score: Raw -397240.370977 + Penalty 2726.911050 = -394513.459927
  nChanged 29
		SP:Iteration 18Q (15030.910000 sec): 3 clusters
  Score: Raw -397249.930656 + Penalty 2726.911050 = -394523.019606
  nChanged 19
		SP:Iteration 19Q (15030.990000 sec): 3 clusters
  Score: Raw -397257.461834 + Penalty 2726.911050 = -394530.550784
  nChanged 20
		SP:Iteration 20F (15031.160000 sec): 3 clusters
  Score: Raw -397264.341517 + Penalty 2726.911050 = -394537.430467
  nChanged 15
		SP:Iteration 21Q (15031.330000 sec): 3 clusters
  Score: Raw -397269.822749 + Penalty 2726.911050 = -394542.911699
  nChanged 14
		SP:Iteration 22Q (15031.510000 sec): 3 clusters
  Score: Raw -397274.166882 + Penalty 2726.911050 = -394547.255832
  nChanged 9
		SP:Iteration 23Q (15031.690000 sec): 3 clusters
  Score: Raw -397277.623555 + Penalty 2726.911050 = -394550.712505
  nChanged 9
		SP:Iteration 24Q (15031.860000 sec): 3 clusters
  Score: Raw -397281.651818 + Penalty 2726.911050 = -394554.740768
  nChanged 11
		SP:Iteration 25Q (15032.040000 sec): 3 clusters
  Score: Raw -397285.550289 + Penalty 2726.911050 = -394558.639239
  nChanged 7
		SP:Iteration 26Q (15032.210000 sec): 3 clusters
  Score: Raw -397287.774645 + Penalty 2726.911050 = -394560.863595
  nChanged 10
		SP:Iteration 27Q (15032.390000 sec): 3 clusters
  Score: Raw -397290.991052 + Penalty 2726.911050 = -394564.080002
  nChanged 12
		SP:Iteration 28Q (15032.570000 sec): 3 clusters
  Score: Raw -397294.920272 + Penalty 2726.911050 = -394568.009222
  nChanged 14
		SP:Iteration 29Q (15032.740000 sec): 3 clusters
  Score: Raw -397300.274086 + Penalty 2726.911050 = -394573.363036
  nChanged 12
		SP:Iteration 30Q (15032.920000 sec): 3 clusters
  Score: Raw -397303.698897 + Penalty 2726.911050 = -394576.787847
  nChanged 4
		SP:Iteration 31Q (15033.090000 sec): 3 clusters
  Score: Raw -397304.566833 + Penalty 2726.911050 = -394577.655783
  nChanged 3
		SP:Iteration 32Q (15033.270000 sec): 3 clusters
  Score: Raw -397305.076609 + Penalty 2726.911050 = -394578.165559
  nChanged 2
		SP:Iteration 33Q (15033.450000 sec): 3 clusters
  Score: Raw -397305.469508 + Penalty 2726.911050 = -394578.558458
  nChanged 0
		SP:Iteration 34F (15033.620000 sec): 3 clusters
  Score: Raw -397305.469508 + Penalty 2726.911050 = -394578.558458
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 83 (4554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15033.720000 sec): 2 clusters
  Score: Raw -447187.870633 + Penalty 1368.861203 = -445819.009431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15033.900000 sec): 3 clusters
  Score: Raw -444879.573197 + Penalty 2737.722405 = -442141.850792
  nChanged 1844
		SP:Iteration 1F (15034.070000 sec): 3 clusters
  Score: Raw -445908.823466 + Penalty 2737.722405 = -443171.101061
  nChanged 347
		SP:Iteration 2F (15034.250000 sec): 3 clusters
  Score: Raw -446135.557895 + Penalty 2737.722405 = -443397.835490
  nChanged 289
		SP:Iteration 3F (15034.420000 sec): 3 clusters
  Score: Raw -446334.822867 + Penalty 2737.722405 = -443597.100462
  nChanged 237
		SP:Iteration 4F (15034.600000 sec): 3 clusters
  Score: Raw -446503.115173 + Penalty 2737.722405 = -443765.392768
  nChanged 226
		SP:Iteration 5Q (15034.770000 sec): 3 clusters
  Score: Raw -446648.433336 + Penalty 2737.722405 = -443910.710931
  nChanged 203
		SP:Iteration 6Q (15034.950000 sec): 3 clusters
  Score: Raw -446773.600478 + Penalty 2737.722405 = -444035.878073
  nChanged 179
		SP:Iteration 7Q (15035.130000 sec): 3 clusters
  Score: Raw -446884.450551 + Penalty 2737.722405 = -444146.728146
  nChanged 169
		SP:Iteration 8Q (15035.310000 sec): 3 clusters
  Score: Raw -446978.301197 + Penalty 2737.722405 = -444240.578792
  nChanged 126
		SP:Iteration 9Q (15035.480000 sec): 3 clusters
  Score: Raw -447045.317119 + Penalty 2737.722405 = -444307.594714
  nChanged 124
		SP:Iteration 10Q (15035.660000 sec): 3 clusters
  Score: Raw -447113.142614 + Penalty 2737.722405 = -444375.420209
  nChanged 112
		SP:Iteration 11Q (15035.830000 sec): 3 clusters
  Score: Raw -447170.901469 + Penalty 2737.722405 = -444433.179064
  nChanged 85
		SP:Iteration 12Q (15036.010000 sec): 3 clusters
  Score: Raw -447212.507675 + Penalty 2737.722405 = -444474.785269
  nChanged 80
		SP:Iteration 13Q (15036.180000 sec): 3 clusters
  Score: Raw -447249.911745 + Penalty 2737.722405 = -444512.189340
  nChanged 64
		SP:Iteration 14Q (15036.340000 sec): 3 clusters
  Score: Raw -447283.489217 + Penalty 2737.722405 = -444545.766812
  nChanged 64
		SP:Iteration 15Q (15036.500000 sec): 3 clusters
  Score: Raw -447315.666725 + Penalty 2737.722405 = -444577.944320
  nChanged 57
		SP:Iteration 16Q (15036.690000 sec): 3 clusters
  Score: Raw -447344.520595 + Penalty 2737.722405 = -444606.798190
  nChanged 56
		SP:Iteration 17Q (15036.860000 sec): 3 clusters
  Score: Raw -447370.999229 + Penalty 2737.722405 = -444633.276824
  nChanged 50
		SP:Iteration 18Q (15037.040000 sec): 3 clusters
  Score: Raw -447393.918512 + Penalty 2737.722405 = -444656.196107
  nChanged 46
		SP:Iteration 19Q (15037.210000 sec): 3 clusters
  Score: Raw -447414.953074 + Penalty 2737.722405 = -444677.230669
  nChanged 42
		SP:Iteration 20F (15037.390000 sec): 3 clusters
  Score: Raw -447435.120337 + Penalty 2737.722405 = -444697.397932
  nChanged 32
		SP:Iteration 21Q (15037.560000 sec): 3 clusters
  Score: Raw -447452.066688 + Penalty 2737.722405 = -444714.344282
  nChanged 50
		SP:Iteration 22Q (15037.740000 sec): 3 clusters
  Score: Raw -447476.158378 + Penalty 2737.722405 = -444738.435972
  nChanged 44
		SP:Iteration 23Q (15037.910000 sec): 3 clusters
  Score: Raw -447498.470188 + Penalty 2737.722405 = -444760.747783
  nChanged 44
		SP:Iteration 24Q (15038.090000 sec): 3 clusters
  Score: Raw -447517.072021 + Penalty 2737.722405 = -444779.349616
  nChanged 55
		SP:Iteration 25Q (15038.260000 sec): 3 clusters
  Score: Raw -447544.831806 + Penalty 2737.722405 = -444807.109401
  nChanged 58
		SP:Iteration 26Q (15038.440000 sec): 3 clusters
  Score: Raw -447570.626081 + Penalty 2737.722405 = -444832.903675
  nChanged 60
		SP:Iteration 27Q (15038.610000 sec): 3 clusters
  Score: Raw -447592.914472 + Penalty 2737.722405 = -444855.192067
  nChanged 42
		SP:Iteration 28Q (15038.810000 sec): 3 clusters
  Score: Raw -447609.701590 + Penalty 2737.722405 = -444871.979185
  nChanged 33
		SP:Iteration 29Q (15039.010000 sec): 3 clusters
  Score: Raw -447620.042654 + Penalty 2737.722405 = -444882.320249
  nChanged 29
		SP:Iteration 30Q (15039.190000 sec): 3 clusters
  Score: Raw -447632.836098 + Penalty 2737.722405 = -444895.113693
  nChanged 39
		SP:Iteration 31Q (15039.360000 sec): 3 clusters
  Score: Raw -447645.847466 + Penalty 2737.722405 = -444908.125061
  nChanged 35
		SP:Iteration 32Q (15039.530000 sec): 3 clusters
  Score: Raw -447659.551035 + Penalty 2737.722405 = -444921.828630
  nChanged 41
		SP:Iteration 33Q (15039.710000 sec): 3 clusters
  Score: Raw -447675.725093 + Penalty 2737.722405 = -444938.002688
  nChanged 36
		SP:Iteration 34Q (15039.890000 sec): 3 clusters
  Score: Raw -447689.391323 + Penalty 2737.722405 = -444951.668918
  nChanged 32
		SP:Iteration 35Q (15040.060000 sec): 3 clusters
  Score: Raw -447703.127302 + Penalty 2737.722405 = -444965.404896
  nChanged 41
		SP:Iteration 36Q (15040.240000 sec): 3 clusters
  Score: Raw -447718.534732 + Penalty 2737.722405 = -444980.812327
  nChanged 27
		SP:Iteration 37Q (15040.410000 sec): 3 clusters
  Score: Raw -447727.620910 + Penalty 2737.722405 = -444989.898505
  nChanged 20
		SP:Iteration 38Q (15040.590000 sec): 3 clusters
  Score: Raw -447733.987066 + Penalty 2737.722405 = -444996.264661
  nChanged 24
		SP:Iteration 39Q (15040.770000 sec): 3 clusters
  Score: Raw -447743.288375 + Penalty 2737.722405 = -445005.565970
  nChanged 30
		SP:Iteration 40F (15040.940000 sec): 3 clusters
  Score: Raw -447753.775872 + Penalty 2737.722405 = -445016.053467
  nChanged 23
		SP:Iteration 41Q (15041.110000 sec): 3 clusters
  Score: Raw -447761.772602 + Penalty 2737.722405 = -445024.050197
  nChanged 25
		SP:Iteration 42Q (15041.290000 sec): 3 clusters
  Score: Raw -447771.069757 + Penalty 2737.722405 = -445033.347352
  nChanged 24
		SP:Iteration 43Q (15041.490000 sec): 3 clusters
  Score: Raw -447781.385828 + Penalty 2737.722405 = -445043.663422
  nChanged 26
		SP:Iteration 44Q (15041.690000 sec): 3 clusters
  Score: Raw -447793.053046 + Penalty 2737.722405 = -445055.330641
  nChanged 31
		SP:Iteration 45Q (15041.860000 sec): 3 clusters
  Score: Raw -447808.328570 + Penalty 2737.722405 = -445070.606165
  nChanged 36
		SP:Iteration 46Q (15042.040000 sec): 3 clusters
  Score: Raw -447825.922289 + Penalty 2737.722405 = -445088.199884
  nChanged 37
		SP:Iteration 47Q (15042.210000 sec): 3 clusters
  Score: Raw -447846.351784 + Penalty 2737.722405 = -445108.629379
  nChanged 42
		SP:Iteration 48Q (15042.390000 sec): 3 clusters
  Score: Raw -447867.734887 + Penalty 2737.722405 = -445130.012481
  nChanged 43
		SP:Iteration 49Q (15042.570000 sec): 3 clusters
  Score: Raw -447886.652653 + Penalty 2737.722405 = -445148.930248
  nChanged 37
		SP:Iteration 50Q (15042.740000 sec): 3 clusters
  Score: Raw -447900.949195 + Penalty 2737.722405 = -445163.226790
  nChanged 28
		SP:Iteration 51Q (15042.930000 sec): 3 clusters
  Score: Raw -447911.291248 + Penalty 2737.722405 = -445173.568843
  nChanged 24
		SP:Iteration 52Q (15043.020000 sec): 3 clusters
  Score: Raw -447919.725469 + Penalty 2737.722405 = -445182.003064
  nChanged 12
		SP:Iteration 53Q (15043.100000 sec): 3 clusters
  Score: Raw -447923.818271 + Penalty 2737.722405 = -445186.095865
  nChanged 11
		SP:Iteration 54Q (15043.180000 sec): 3 clusters
  Score: Raw -447926.838429 + Penalty 2737.722405 = -445189.116024
  nChanged 6
		SP:Iteration 55Q (15043.260000 sec): 3 clusters
  Score: Raw -447928.454725 + Penalty 2737.722405 = -445190.732320
  nChanged 7
		SP:Iteration 56Q (15043.340000 sec): 3 clusters
  Score: Raw -447930.437559 + Penalty 2737.722405 = -445192.715154
  nChanged 12
		SP:Iteration 57Q (15043.420000 sec): 3 clusters
  Score: Raw -447933.908887 + Penalty 2737.722405 = -445196.186482
  nChanged 12
		SP:Iteration 58Q (15043.500000 sec): 3 clusters
  Score: Raw -447938.812026 + Penalty 2737.722405 = -445201.089621
  nChanged 11
		SP:Iteration 59Q (15043.580000 sec): 3 clusters
  Score: Raw -447944.374840 + Penalty 2737.722405 = -445206.652435
  nChanged 10
		SP:Iteration 60F (15043.670000 sec): 3 clusters
  Score: Raw -447947.567559 + Penalty 2737.722405 = -445209.845154
  nChanged 7
		SP:Iteration 61Q (15043.750000 sec): 3 clusters
  Score: Raw -447951.456469 + Penalty 2737.722405 = -445213.734064
  nChanged 16
		SP:Iteration 62Q (15043.830000 sec): 3 clusters
  Score: Raw -447959.882024 + Penalty 2737.722405 = -445222.159618
  nChanged 9
		SP:Iteration 63Q (15043.910000 sec): 3 clusters
  Score: Raw -447963.693073 + Penalty 2737.722405 = -445225.970667
  nChanged 11
		SP:Iteration 64Q (15043.990000 sec): 3 clusters
  Score: Raw -447967.878463 + Penalty 2737.722405 = -445230.156058
  nChanged 10
		SP:Iteration 65Q (15044.070000 sec): 3 clusters
  Score: Raw -447970.863451 + Penalty 2737.722405 = -445233.141046
  nChanged 7
		SP:Iteration 66Q (15044.150000 sec): 3 clusters
  Score: Raw -447973.343635 + Penalty 2737.722405 = -445235.621230
  nChanged 10
		SP:Iteration 67Q (15044.230000 sec): 3 clusters
  Score: Raw -447976.782782 + Penalty 2737.722405 = -445239.060377
  nChanged 6
		SP:Iteration 68Q (15044.310000 sec): 3 clusters
  Score: Raw -447978.387965 + Penalty 2737.722405 = -445240.665560
  nChanged 2
		SP:Iteration 69Q (15044.430000 sec): 3 clusters
  Score: Raw -447979.022508 + Penalty 2737.722405 = -445241.300103
  nChanged 2
		SP:Iteration 70Q (15044.520000 sec): 3 clusters
  Score: Raw -447979.530983 + Penalty 2737.722405 = -445241.808578
  nChanged 2
		SP:Iteration 71Q (15044.600000 sec): 3 clusters
  Score: Raw -447980.168949 + Penalty 2737.722405 = -445242.446544
  nChanged 5
		SP:Iteration 72Q (15044.790000 sec): 3 clusters
  Score: Raw -447981.673877 + Penalty 2737.722405 = -445243.951472
  nChanged 1
		SP:Iteration 73Q (15044.960000 sec): 3 clusters
  Score: Raw -447981.910782 + Penalty 2737.722405 = -445244.188376
  nChanged 2
		SP:Iteration 74Q (15045.140000 sec): 3 clusters
  Score: Raw -447982.485581 + Penalty 2737.722405 = -445244.763176
  nChanged 3
		SP:Iteration 75Q (15045.370000 sec): 3 clusters
  Score: Raw -447983.304212 + Penalty 2737.722405 = -445245.581807
  nChanged 2
		SP:Iteration 76Q (15045.500000 sec): 3 clusters
  Score: Raw -447983.830845 + Penalty 2737.722405 = -445246.108440
  nChanged 1
		SP:Iteration 77Q (15045.670000 sec): 3 clusters
  Score: Raw -447984.316649 + Penalty 2737.722405 = -445246.594244
  nChanged 1
		SP:Iteration 78Q (15045.850000 sec): 3 clusters
  Score: Raw -447984.612863 + Penalty 2737.722405 = -445246.890457
  nChanged 2
		SP:Iteration 79Q (15045.930000 sec): 3 clusters
  Score: Raw -447985.283696 + Penalty 2737.722405 = -445247.561291
  nChanged 1
		SP:Iteration 80F (15046.020000 sec): 3 clusters
  Score: Raw -447985.534223 + Penalty 2737.722405 = -445247.811817
  nChanged 1
		SP:Iteration 81Q (15046.100000 sec): 3 clusters
  Score: Raw -447985.744584 + Penalty 2737.722405 = -445248.022179
  nChanged 1
		SP:Iteration 82Q (15046.180000 sec): 3 clusters
  Score: Raw -447985.975002 + Penalty 2737.722405 = -445248.252597
  nChanged 1
		SP:Iteration 83Q (15046.260000 sec): 3 clusters
  Score: Raw -447986.167151 + Penalty 2737.722405 = -445248.444746
  nChanged 1
		SP:Iteration 84Q (15046.340000 sec): 3 clusters
  Score: Raw -447986.706502 + Penalty 2737.722405 = -445248.984097
  nChanged 1
		SP:Iteration 85Q (15046.420000 sec): 3 clusters
  Score: Raw -447987.144068 + Penalty 2737.722405 = -445249.421662
  nChanged 2
		SP:Iteration 86Q (15046.500000 sec): 3 clusters
  Score: Raw -447987.647282 + Penalty 2737.722405 = -445249.924877
  nChanged 2
		SP:Iteration 87Q (15046.580000 sec): 3 clusters
  Score: Raw -447988.381398 + Penalty 2737.722405 = -445250.658992
  nChanged 0
		SP:Iteration 88F (15046.670000 sec): 3 clusters
  Score: Raw -447988.381398 + Penalty 2737.722405 = -445250.658992
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 84 (8153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15046.780000 sec): 2 clusters
  Score: Raw -770238.249489 + Penalty 1463.497951 = -768774.751538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15046.940000 sec): 3 clusters
  Score: Raw -765738.464347 + Penalty 2926.995902 = -762811.468445
  nChanged 3483
		SP:Iteration 1F (15047.060000 sec): 3 clusters
  Score: Raw -767728.494205 + Penalty 2926.995902 = -764801.498303
  nChanged 586
		SP:Iteration 2F (15047.190000 sec): 3 clusters
  Score: Raw -768043.418784 + Penalty 2926.995902 = -765116.422882
  nChanged 522
		SP:Iteration 3F (15047.390000 sec): 3 clusters
  Score: Raw -768320.625750 + Penalty 2926.995902 = -765393.629848
  nChanged 441
		SP:Iteration 4F (15047.590000 sec): 3 clusters
  Score: Raw -768540.453288 + Penalty 2926.995902 = -765613.457386
  nChanged 376
		SP:Iteration 5Q (15047.780000 sec): 3 clusters
  Score: Raw -768715.712758 + Penalty 2926.995902 = -765788.716856
  nChanged 324
		SP:Iteration 6Q (15047.980000 sec): 3 clusters
  Score: Raw -768847.774682 + Penalty 2926.995902 = -765920.778780
  nChanged 251
		SP:Iteration 7Q (15048.120000 sec): 3 clusters
  Score: Raw -768945.828789 + Penalty 2926.995902 = -766018.832887
  nChanged 190
		SP:Iteration 8Q (15048.240000 sec): 3 clusters
  Score: Raw -769018.418768 + Penalty 2926.995902 = -766091.422866
  nChanged 191
		SP:Iteration 9Q (15048.500000 sec): 3 clusters
  Score: Raw -769084.952910 + Penalty 2926.995902 = -766157.957008
  nChanged 171
		SP:Iteration 10Q (15048.690000 sec): 3 clusters
  Score: Raw -769137.429917 + Penalty 2926.995902 = -766210.434015
  nChanged 130
		SP:Iteration 11Q (15048.890000 sec): 3 clusters
  Score: Raw -769172.424297 + Penalty 2926.995902 = -766245.428395
  nChanged 104
		SP:Iteration 12Q (15049.080000 sec): 3 clusters
  Score: Raw -769196.739207 + Penalty 2926.995902 = -766269.743305
  nChanged 90
		SP:Iteration 13Q (15049.280000 sec): 3 clusters
  Score: Raw -769218.900137 + Penalty 2926.995902 = -766291.904235
  nChanged 71
		SP:Iteration 14Q (15049.550000 sec): 3 clusters
  Score: Raw -769239.167701 + Penalty 2926.995902 = -766312.171799
  nChanged 86
		SP:Iteration 15Q (15049.800000 sec): 3 clusters
  Score: Raw -769262.635630 + Penalty 2926.995902 = -766335.639728
  nChanged 83
		SP:Iteration 16Q (15049.950000 sec): 3 clusters
  Score: Raw -769285.266296 + Penalty 2926.995902 = -766358.270394
  nChanged 91
		SP:Iteration 17Q (15050.150000 sec): 3 clusters
  Score: Raw -769310.454630 + Penalty 2926.995902 = -766383.458729
  nChanged 92
		SP:Iteration 18Q (15050.340000 sec): 3 clusters
  Score: Raw -769335.753790 + Penalty 2926.995902 = -766408.757888
  nChanged 85
		SP:Iteration 19Q (15050.540000 sec): 3 clusters
  Score: Raw -769359.316375 + Penalty 2926.995902 = -766432.320473
  nChanged 80
		SP:Iteration 20F (15050.730000 sec): 3 clusters
  Score: Raw -769380.316852 + Penalty 2926.995902 = -766453.320950
  nChanged 87
		SP:Iteration 21Q (15050.930000 sec): 3 clusters
  Score: Raw -769407.888970 + Penalty 2926.995902 = -766480.893068
  nChanged 103
		SP:Iteration 22Q (15051.120000 sec): 3 clusters
  Score: Raw -769440.143492 + Penalty 2926.995902 = -766513.147590
  nChanged 107
		SP:Iteration 23Q (15051.320000 sec): 3 clusters
  Score: Raw -769473.160014 + Penalty 2926.995902 = -766546.164112
  nChanged 108
		SP:Iteration 24Q (15051.510000 sec): 3 clusters
  Score: Raw -769504.665379 + Penalty 2926.995902 = -766577.669477
  nChanged 108
		SP:Iteration 25Q (15051.710000 sec): 3 clusters
  Score: Raw -769539.187540 + Penalty 2926.995902 = -766612.191638
  nChanged 115
		SP:Iteration 26Q (15051.900000 sec): 3 clusters
  Score: Raw -769577.122159 + Penalty 2926.995902 = -766650.126257
  nChanged 131
		SP:Iteration 27Q (15052.100000 sec): 3 clusters
  Score: Raw -769624.647034 + Penalty 2926.995902 = -766697.651132
  nChanged 117
		SP:Iteration 28Q (15052.300000 sec): 3 clusters
  Score: Raw -769674.417048 + Penalty 2926.995902 = -766747.421146
  nChanged 137
		SP:Iteration 29Q (15052.490000 sec): 3 clusters
  Score: Raw -769729.282656 + Penalty 2926.995902 = -766802.286754
  nChanged 138
		SP:Iteration 30Q (15052.690000 sec): 3 clusters
  Score: Raw -769779.386022 + Penalty 2926.995902 = -766852.390120
  nChanged 138
		SP:Iteration 31Q (15052.880000 sec): 3 clusters
  Score: Raw -769835.092142 + Penalty 2926.995902 = -766908.096241
  nChanged 148
		SP:Iteration 32Q (15053.010000 sec): 3 clusters
  Score: Raw -769892.495166 + Penalty 2926.995902 = -766965.499264
  nChanged 126
		SP:Iteration 33Q (15053.150000 sec): 3 clusters
  Score: Raw -769947.174944 + Penalty 2926.995902 = -767020.179042
  nChanged 129
		SP:Iteration 34Q (15053.360000 sec): 3 clusters
  Score: Raw -769998.769202 + Penalty 2926.995902 = -767071.773300
  nChanged 106
		SP:Iteration 35Q (15053.560000 sec): 3 clusters
  Score: Raw -770042.922245 + Penalty 2926.995902 = -767115.926343
  nChanged 92
		SP:Iteration 36Q (15053.750000 sec): 3 clusters
  Score: Raw -770081.166186 + Penalty 2926.995902 = -767154.170284
  nChanged 76
		SP:Iteration 37Q (15053.950000 sec): 3 clusters
  Score: Raw -770113.669664 + Penalty 2926.995902 = -767186.673762
  nChanged 77
		SP:Iteration 38Q (15054.140000 sec): 3 clusters
  Score: Raw -770145.019915 + Penalty 2926.995902 = -767218.024013
  nChanged 76
		SP:Iteration 39Q (15054.340000 sec): 3 clusters
  Score: Raw -770175.607021 + Penalty 2926.995902 = -767248.611119
  nChanged 80
		SP:Iteration 40F (15054.530000 sec): 3 clusters
  Score: Raw -770203.766083 + Penalty 2926.995902 = -767276.770181
  nChanged 55
		SP:Iteration 41Q (15054.730000 sec): 3 clusters
  Score: Raw -770224.750356 + Penalty 2926.995902 = -767297.754454
  nChanged 47
		SP:Iteration 42Q (15054.930000 sec): 3 clusters
  Score: Raw -770241.409047 + Penalty 2926.995902 = -767314.413145
  nChanged 42
		SP:Iteration 43Q (15055.130000 sec): 3 clusters
  Score: Raw -770256.875304 + Penalty 2926.995902 = -767329.879402
  nChanged 39
		SP:Iteration 44Q (15055.330000 sec): 3 clusters
  Score: Raw -770270.182653 + Penalty 2926.995902 = -767343.186751
  nChanged 43
		SP:Iteration 45Q (15055.520000 sec): 3 clusters
  Score: Raw -770284.757762 + Penalty 2926.995902 = -767357.761860
  nChanged 45
		SP:Iteration 46Q (15055.720000 sec): 3 clusters
  Score: Raw -770303.920103 + Penalty 2926.995902 = -767376.924201
  nChanged 38
		SP:Iteration 47Q (15055.920000 sec): 3 clusters
  Score: Raw -770319.779003 + Penalty 2926.995902 = -767392.783102
  nChanged 38
		SP:Iteration 48Q (15056.150000 sec): 3 clusters
  Score: Raw -770335.481147 + Penalty 2926.995902 = -767408.485245
  nChanged 37
		SP:Iteration 49Q (15056.350000 sec): 3 clusters
  Score: Raw -770352.053720 + Penalty 2926.995902 = -767425.057818
  nChanged 41
		SP:Iteration 50Q (15056.550000 sec): 3 clusters
  Score: Raw -770370.206754 + Penalty 2926.995902 = -767443.210852
  nChanged 38
		SP:Iteration 51Q (15056.750000 sec): 3 clusters
  Score: Raw -770387.605923 + Penalty 2926.995902 = -767460.610021
  nChanged 28
		SP:Iteration 52Q (15056.950000 sec): 3 clusters
  Score: Raw -770399.521495 + Penalty 2926.995902 = -767472.525593
  nChanged 29
		SP:Iteration 53Q (15057.140000 sec): 3 clusters
  Score: Raw -770411.662768 + Penalty 2926.995902 = -767484.666866
  nChanged 26
		SP:Iteration 54Q (15057.340000 sec): 3 clusters
  Score: Raw -770423.545659 + Penalty 2926.995902 = -767496.549757
  nChanged 31
		SP:Iteration 55Q (15057.540000 sec): 3 clusters
  Score: Raw -770441.902755 + Penalty 2926.995902 = -767514.906853
  nChanged 36
		SP:Iteration 56Q (15057.730000 sec): 3 clusters
  Score: Raw -770461.782844 + Penalty 2926.995902 = -767534.786942
  nChanged 39
		SP:Iteration 57Q (15057.930000 sec): 3 clusters
  Score: Raw -770479.690308 + Penalty 2926.995902 = -767552.694406
  nChanged 26
		SP:Iteration 58Q (15058.130000 sec): 3 clusters
  Score: Raw -770490.141533 + Penalty 2926.995902 = -767563.145631
  nChanged 17
		SP:Iteration 59Q (15058.320000 sec): 3 clusters
  Score: Raw -770497.591043 + Penalty 2926.995902 = -767570.595141
  nChanged 19
		SP:Iteration 60F (15058.510000 sec): 3 clusters
  Score: Raw -770506.344928 + Penalty 2926.995902 = -767579.349026
  nChanged 13
		SP:Iteration 61Q (15058.710000 sec): 3 clusters
  Score: Raw -770511.352127 + Penalty 2926.995902 = -767584.356225
  nChanged 11
		SP:Iteration 62Q (15058.910000 sec): 3 clusters
  Score: Raw -770515.397260 + Penalty 2926.995902 = -767588.401358
  nChanged 8
		SP:Iteration 63Q (15059.100000 sec): 3 clusters
  Score: Raw -770518.876841 + Penalty 2926.995902 = -767591.880939
  nChanged 7
		SP:Iteration 64Q (15059.300000 sec): 3 clusters
  Score: Raw -770521.298488 + Penalty 2926.995902 = -767594.302586
  nChanged 6
		SP:Iteration 65Q (15059.500000 sec): 3 clusters
  Score: Raw -770523.733310 + Penalty 2926.995902 = -767596.737408
  nChanged 5
		SP:Iteration 66Q (15059.690000 sec): 3 clusters
  Score: Raw -770525.386782 + Penalty 2926.995902 = -767598.390880
  nChanged 4
		SP:Iteration 67Q (15059.890000 sec): 3 clusters
  Score: Raw -770526.788618 + Penalty 2926.995902 = -767599.792717
  nChanged 0
		SP:Iteration 68F (15060.090000 sec): 3 clusters
  Score: Raw -770526.788618 + Penalty 2926.995902 = -767599.792717
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 85 (3750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15060.190000 sec): 2 clusters
  Score: Raw -280637.254978 + Penalty 1337.295557 = -279299.959422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15060.360000 sec): 3 clusters
  Score: Raw -278772.094473 + Penalty 2674.591114 = -276097.503359
  nChanged 1530
		SP:Iteration 1F (15060.540000 sec): 3 clusters
  Score: Raw -279877.591919 + Penalty 2674.591114 = -277203.000806
  nChanged 391
		SP:Iteration 2F (15060.710000 sec): 3 clusters
  Score: Raw -280267.538217 + Penalty 2674.591114 = -277592.947104
  nChanged 298
		SP:Iteration 3F (15060.890000 sec): 3 clusters
  Score: Raw -280551.740068 + Penalty 2674.591114 = -277877.148954
  nChanged 235
		SP:Iteration 4F (15061.060000 sec): 3 clusters
  Score: Raw -280778.176516 + Penalty 2674.591114 = -278103.585402
  nChanged 174
		SP:Iteration 5Q (15061.240000 sec): 3 clusters
  Score: Raw -280911.959941 + Penalty 2674.591114 = -278237.368828
  nChanged 124
		SP:Iteration 6Q (15061.410000 sec): 3 clusters
  Score: Raw -280992.657725 + Penalty 2674.591114 = -278318.066611
  nChanged 102
		SP:Iteration 7Q (15061.590000 sec): 3 clusters
  Score: Raw -281056.607205 + Penalty 2674.591114 = -278382.016091
  nChanged 79
		SP:Iteration 8Q (15061.770000 sec): 3 clusters
  Score: Raw -281098.972402 + Penalty 2674.591114 = -278424.381289
  nChanged 48
		SP:Iteration 9Q (15061.940000 sec): 3 clusters
  Score: Raw -281121.398465 + Penalty 2674.591114 = -278446.807351
  nChanged 39
		SP:Iteration 10Q (15062.120000 sec): 3 clusters
  Score: Raw -281140.287072 + Penalty 2674.591114 = -278465.695958
  nChanged 36
		SP:Iteration 11Q (15062.290000 sec): 3 clusters
  Score: Raw -281154.169359 + Penalty 2674.591114 = -278479.578245
  nChanged 26
		SP:Iteration 12Q (15062.470000 sec): 3 clusters
  Score: Raw -281165.381625 + Penalty 2674.591114 = -278490.790511
  nChanged 25
		SP:Iteration 13Q (15062.650000 sec): 3 clusters
  Score: Raw -281174.675931 + Penalty 2674.591114 = -278500.084817
  nChanged 22
		SP:Iteration 14Q (15062.820000 sec): 3 clusters
  Score: Raw -281181.912621 + Penalty 2674.591114 = -278507.321507
  nChanged 17
		SP:Iteration 15Q (15063.000000 sec): 3 clusters
  Score: Raw -281186.362960 + Penalty 2674.591114 = -278511.771846
  nChanged 14
		SP:Iteration 16Q (15063.170000 sec): 3 clusters
  Score: Raw -281190.199308 + Penalty 2674.591114 = -278515.608194
  nChanged 18
		SP:Iteration 17Q (15063.350000 sec): 3 clusters
  Score: Raw -281195.957093 + Penalty 2674.591114 = -278521.365979
  nChanged 16
		SP:Iteration 18Q (15063.530000 sec): 3 clusters
  Score: Raw -281200.641333 + Penalty 2674.591114 = -278526.050219
  nChanged 17
		SP:Iteration 19Q (15063.700000 sec): 3 clusters
  Score: Raw -281205.103123 + Penalty 2674.591114 = -278530.512009
  nChanged 9
		SP:Iteration 20F (15063.880000 sec): 3 clusters
  Score: Raw -281207.862535 + Penalty 2674.591114 = -278533.271421
  nChanged 11
		SP:Iteration 21Q (15064.050000 sec): 3 clusters
  Score: Raw -281212.478057 + Penalty 2674.591114 = -278537.886943
  nChanged 13
		SP:Iteration 22Q (15064.230000 sec): 3 clusters
  Score: Raw -281217.132104 + Penalty 2674.591114 = -278542.540990
  nChanged 16
		SP:Iteration 23Q (15064.410000 sec): 3 clusters
  Score: Raw -281222.047374 + Penalty 2674.591114 = -278547.456260
  nChanged 19
		SP:Iteration 24Q (15064.580000 sec): 3 clusters
  Score: Raw -281226.722029 + Penalty 2674.591114 = -278552.130915
  nChanged 15
		SP:Iteration 25Q (15064.760000 sec): 3 clusters
  Score: Raw -281231.308251 + Penalty 2674.591114 = -278556.717137
  nChanged 14
		SP:Iteration 26Q (15064.930000 sec): 3 clusters
  Score: Raw -281236.300295 + Penalty 2674.591114 = -278561.709182
  nChanged 16
		SP:Iteration 27Q (15065.110000 sec): 3 clusters
  Score: Raw -281240.669905 + Penalty 2674.591114 = -278566.078791
  nChanged 9
		SP:Iteration 28Q (15065.280000 sec): 3 clusters
  Score: Raw -281243.015369 + Penalty 2674.591114 = -278568.424256
  nChanged 9
		SP:Iteration 29Q (15065.460000 sec): 3 clusters
  Score: Raw -281244.723326 + Penalty 2674.591114 = -278570.132213
  nChanged 5
		SP:Iteration 30Q (15065.630000 sec): 3 clusters
  Score: Raw -281246.143831 + Penalty 2674.591114 = -278571.552718
  nChanged 5
		SP:Iteration 31Q (15065.810000 sec): 3 clusters
  Score: Raw -281247.032367 + Penalty 2674.591114 = -278572.441254
  nChanged 4
		SP:Iteration 32Q (15065.990000 sec): 3 clusters
  Score: Raw -281248.479881 + Penalty 2674.591114 = -278573.888767
  nChanged 4
		SP:Iteration 33Q (15066.160000 sec): 3 clusters
  Score: Raw -281249.432414 + Penalty 2674.591114 = -278574.841300
  nChanged 0
		SP:Iteration 34F (15066.340000 sec): 3 clusters
  Score: Raw -281249.432414 + Penalty 2674.591114 = -278574.841300
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 86 (535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15066.430000 sec): 2 clusters
  Score: Raw -33751.656087 + Penalty 1020.868346 = -32730.787741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15066.480000 sec): 3 clusters
  Score: Raw -33693.158886 + Penalty 2041.736693 = -31651.422193
  nChanged 123
		SP:Iteration 1F (15066.490000 sec): 3 clusters
  Score: Raw -33870.333130 + Penalty 2041.736693 = -31828.596437
  nChanged 35
		SP:Iteration 2F (15066.500000 sec): 3 clusters
  Score: Raw -33937.871815 + Penalty 2041.736693 = -31896.135122
  nChanged 21
		SP:Iteration 3Q (15066.510000 sec): 3 clusters
  Score: Raw -33982.384487 + Penalty 2041.736693 = -31940.647795
  nChanged 22
		SP:Iteration 4Q (15066.530000 sec): 3 clusters
  Score: Raw -34022.573992 + Penalty 2041.736693 = -31980.837299
  nChanged 12
		SP:Iteration 5Q (15066.550000 sec): 3 clusters
  Score: Raw -34039.309688 + Penalty 2041.736693 = -31997.572995
  nChanged 8
		SP:Iteration 6Q (15066.560000 sec): 3 clusters
  Score: Raw -34048.185132 + Penalty 2041.736693 = -32006.448439
  nChanged 5
		SP:Iteration 7Q (15066.580000 sec): 3 clusters
  Score: Raw -34071.583318 + Penalty 2041.736693 = -32029.846625
  nChanged 6
		SP:Iteration 8Q (15066.590000 sec): 3 clusters
  Score: Raw -34087.565112 + Penalty 2041.736693 = -32045.828420
  nChanged 8
		SP:Iteration 9Q (15066.610000 sec): 3 clusters
  Score: Raw -34103.563614 + Penalty 2041.736693 = -32061.826921
  nChanged 8
		SP:Iteration 10Q (15066.630000 sec): 3 clusters
  Score: Raw -34119.232514 + Penalty 2041.736693 = -32077.495821
  nChanged 5
		SP:Iteration 11Q (15066.640000 sec): 3 clusters
  Score: Raw -34129.481097 + Penalty 2041.736693 = -32087.744404
  nChanged 2
		SP:Iteration 12Q (15066.660000 sec): 3 clusters
  Score: Raw -34132.159239 + Penalty 2041.736693 = -32090.422546
  nChanged 1
		SP:Iteration 13Q (15066.670000 sec): 3 clusters
  Score: Raw -34133.657998 + Penalty 2041.736693 = -32091.921305
  nChanged 0
		SP:Iteration 14F (15066.690000 sec): 3 clusters
  Score: Raw -34133.657998 + Penalty 2041.736693 = -32091.921305
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 87 (2425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15066.750000 sec): 2 clusters
  Score: Raw -191404.126596 + Penalty 1266.457856 = -190137.668741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15066.810000 sec): 3 clusters
  Score: Raw -190333.992959 + Penalty 2532.915711 = -187801.077248
  nChanged 885
		SP:Iteration 1F (15066.860000 sec): 3 clusters
  Score: Raw -190949.470830 + Penalty 2532.915711 = -188416.555119
  nChanged 234
		SP:Iteration 2F (15066.920000 sec): 3 clusters
  Score: Raw -191141.292209 + Penalty 2532.915711 = -188608.376498
  nChanged 145
		SP:Iteration 3F (15066.970000 sec): 3 clusters
  Score: Raw -191268.024831 + Penalty 2532.915711 = -188735.109120
  nChanged 119
		SP:Iteration 4Q (15067.020000 sec): 3 clusters
  Score: Raw -191371.489570 + Penalty 2532.915711 = -188838.573859
  nChanged 115
		SP:Iteration 5Q (15067.070000 sec): 3 clusters
  Score: Raw -191457.180196 + Penalty 2532.915711 = -188924.264485
  nChanged 78
		SP:Iteration 6Q (15067.130000 sec): 3 clusters
  Score: Raw -191507.285361 + Penalty 2532.915711 = -188974.369650
  nChanged 41
		SP:Iteration 7Q (15067.180000 sec): 3 clusters
  Score: Raw -191531.170994 + Penalty 2532.915711 = -188998.255283
  nChanged 31
		SP:Iteration 8Q (15067.230000 sec): 3 clusters
  Score: Raw -191554.333530 + Penalty 2532.915711 = -189021.417819
  nChanged 30
		SP:Iteration 9Q (15067.290000 sec): 3 clusters
  Score: Raw -191576.430148 + Penalty 2532.915711 = -189043.514437
  nChanged 27
		SP:Iteration 10Q (15067.340000 sec): 3 clusters
  Score: Raw -191590.749498 + Penalty 2532.915711 = -189057.833787
  nChanged 19
		SP:Iteration 11Q (15067.390000 sec): 3 clusters
  Score: Raw -191602.999861 + Penalty 2532.915711 = -189070.084150
  nChanged 17
		SP:Iteration 12Q (15067.440000 sec): 3 clusters
  Score: Raw -191613.999931 + Penalty 2532.915711 = -189081.084220
  nChanged 13
		SP:Iteration 13Q (15067.580000 sec): 3 clusters
  Score: Raw -191623.390073 + Penalty 2532.915711 = -189090.474362
  nChanged 17
		SP:Iteration 14Q (15067.760000 sec): 3 clusters
  Score: Raw -191630.981810 + Penalty 2532.915711 = -189098.066099
  nChanged 8
		SP:Iteration 15Q (15067.930000 sec): 3 clusters
  Score: Raw -191634.602033 + Penalty 2532.915711 = -189101.686322
  nChanged 8
		SP:Iteration 16Q (15068.110000 sec): 3 clusters
  Score: Raw -191639.820630 + Penalty 2532.915711 = -189106.904919
  nChanged 13
		SP:Iteration 17Q (15068.290000 sec): 3 clusters
  Score: Raw -191646.817668 + Penalty 2532.915711 = -189113.901957
  nChanged 10
		SP:Iteration 18Q (15068.460000 sec): 3 clusters
  Score: Raw -191650.565804 + Penalty 2532.915711 = -189117.650093
  nChanged 7
		SP:Iteration 19Q (15068.640000 sec): 3 clusters
  Score: Raw -191653.428300 + Penalty 2532.915711 = -189120.512589
  nChanged 7
		SP:Iteration 20F (15068.810000 sec): 3 clusters
  Score: Raw -191655.582626 + Penalty 2532.915711 = -189122.666915
  nChanged 6
		SP:Iteration 21Q (15068.990000 sec): 3 clusters
  Score: Raw -191658.343390 + Penalty 2532.915711 = -189125.427679
  nChanged 7
		SP:Iteration 22Q (15069.170000 sec): 3 clusters
  Score: Raw -191661.925358 + Penalty 2532.915711 = -189129.009647
  nChanged 8
		SP:Iteration 23Q (15069.340000 sec): 3 clusters
  Score: Raw -191664.852385 + Penalty 2532.915711 = -189131.936674
  nChanged 7
		SP:Iteration 24Q (15069.520000 sec): 3 clusters
  Score: Raw -191667.016581 + Penalty 2532.915711 = -189134.100870
  nChanged 4
		SP:Iteration 25Q (15069.690000 sec): 3 clusters
  Score: Raw -191669.476773 + Penalty 2532.915711 = -189136.561062
  nChanged 7
		SP:Iteration 26Q (15069.870000 sec): 3 clusters
  Score: Raw -191672.236058 + Penalty 2532.915711 = -189139.320347
  nChanged 4
		SP:Iteration 27Q (15070.050000 sec): 3 clusters
  Score: Raw -191674.142450 + Penalty 2532.915711 = -189141.226739
  nChanged 4
		SP:Iteration 28Q (15070.220000 sec): 3 clusters
  Score: Raw -191675.653928 + Penalty 2532.915711 = -189142.738217
  nChanged 4
		SP:Iteration 29Q (15070.400000 sec): 3 clusters
  Score: Raw -191679.011011 + Penalty 2532.915711 = -189146.095300
  nChanged 2
		SP:Iteration 30Q (15070.570000 sec): 3 clusters
  Score: Raw -191679.577447 + Penalty 2532.915711 = -189146.661736
  nChanged 0
		SP:Iteration 31F (15070.750000 sec): 3 clusters
  Score: Raw -191679.577447 + Penalty 2532.915711 = -189146.661736
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 88 (3551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15070.860000 sec): 2 clusters
  Score: Raw -282652.181853 + Penalty 1328.434987 = -281323.746866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15071.040000 sec): 3 clusters
  Score: Raw -280932.530375 + Penalty 2656.869973 = -278275.660402
  nChanged 1405
		SP:Iteration 1F (15071.210000 sec): 3 clusters
  Score: Raw -281968.461558 + Penalty 2656.869973 = -279311.591585
  nChanged 359
		SP:Iteration 2F (15071.390000 sec): 3 clusters
  Score: Raw -282329.255938 + Penalty 2656.869973 = -279672.385965
  nChanged 258
		SP:Iteration 3F (15071.570000 sec): 3 clusters
  Score: Raw -282552.783875 + Penalty 2656.869973 = -279895.913901
  nChanged 170
		SP:Iteration 4Q (15071.740000 sec): 3 clusters
  Score: Raw -282668.193626 + Penalty 2656.869973 = -280011.323653
  nChanged 132
		SP:Iteration 5Q (15071.920000 sec): 3 clusters
  Score: Raw -282757.134293 + Penalty 2656.869973 = -280100.264320
  nChanged 101
		SP:Iteration 6Q (15072.110000 sec): 3 clusters
  Score: Raw -282832.029957 + Penalty 2656.869973 = -280175.159984
  nChanged 85
		SP:Iteration 7Q (15072.180000 sec): 3 clusters
  Score: Raw -282898.999604 + Penalty 2656.869973 = -280242.129631
  nChanged 82
		SP:Iteration 8Q (15072.250000 sec): 3 clusters
  Score: Raw -282952.729389 + Penalty 2656.869973 = -280295.859416
  nChanged 68
		SP:Iteration 9Q (15072.320000 sec): 3 clusters
  Score: Raw -282992.600216 + Penalty 2656.869973 = -280335.730243
  nChanged 50
		SP:Iteration 10Q (15072.390000 sec): 3 clusters
  Score: Raw -283027.991967 + Penalty 2656.869973 = -280371.121993
  nChanged 56
		SP:Iteration 11Q (15072.460000 sec): 3 clusters
  Score: Raw -283068.256106 + Penalty 2656.869973 = -280411.386132
  nChanged 62
		SP:Iteration 12Q (15072.530000 sec): 3 clusters
  Score: Raw -283107.682566 + Penalty 2656.869973 = -280450.812593
  nChanged 63
		SP:Iteration 13Q (15072.590000 sec): 3 clusters
  Score: Raw -283149.904383 + Penalty 2656.869973 = -280493.034410
  nChanged 59
		SP:Iteration 14Q (15072.660000 sec): 3 clusters
  Score: Raw -283186.085896 + Penalty 2656.869973 = -280529.215923
  nChanged 46
		SP:Iteration 15Q (15072.730000 sec): 3 clusters
  Score: Raw -283210.342791 + Penalty 2656.869973 = -280553.472818
  nChanged 37
		SP:Iteration 16Q (15072.800000 sec): 3 clusters
  Score: Raw -283229.747799 + Penalty 2656.869973 = -280572.877826
  nChanged 37
		SP:Iteration 17Q (15072.870000 sec): 3 clusters
  Score: Raw -283250.189793 + Penalty 2656.869973 = -280593.319819
  nChanged 26
		SP:Iteration 18Q (15072.930000 sec): 3 clusters
  Score: Raw -283262.922642 + Penalty 2656.869973 = -280606.052668
  nChanged 17
		SP:Iteration 19Q (15073.000000 sec): 3 clusters
  Score: Raw -283271.441360 + Penalty 2656.869973 = -280614.571387
  nChanged 10
		SP:Iteration 20F (15073.070000 sec): 3 clusters
  Score: Raw -283277.556363 + Penalty 2656.869973 = -280620.686389
  nChanged 13
		SP:Iteration 21Q (15073.140000 sec): 3 clusters
  Score: Raw -283282.677195 + Penalty 2656.869973 = -280625.807222
  nChanged 9
		SP:Iteration 22Q (15073.210000 sec): 3 clusters
  Score: Raw -283285.891357 + Penalty 2656.869973 = -280629.021384
  nChanged 5
		SP:Iteration 23Q (15073.270000 sec): 3 clusters
  Score: Raw -283286.881779 + Penalty 2656.869973 = -280630.011805
  nChanged 4
		SP:Iteration 24Q (15073.340000 sec): 3 clusters
  Score: Raw -283288.014988 + Penalty 2656.869973 = -280631.145015
  nChanged 2
		SP:Iteration 25Q (15073.410000 sec): 3 clusters
  Score: Raw -283288.307898 + Penalty 2656.869973 = -280631.437925
  nChanged 2
		SP:Iteration 26Q (15073.480000 sec): 3 clusters
  Score: Raw -283288.691394 + Penalty 2656.869973 = -280631.821421
  nChanged 3
		SP:Iteration 27Q (15073.550000 sec): 3 clusters
  Score: Raw -283289.676258 + Penalty 2656.869973 = -280632.806285
  nChanged 0
		SP:Iteration 28F (15073.620000 sec): 3 clusters
  Score: Raw -283289.676258 + Penalty 2656.869973 = -280632.806285
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 89 (6265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15073.730000 sec): 2 clusters
  Score: Raw -524299.832910 + Penalty 1420.694253 = -522879.138657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15073.860000 sec): 3 clusters
  Score: Raw -520908.478148 + Penalty 2841.388507 = -518067.089641
  nChanged 2561
		SP:Iteration 1F (15073.970000 sec): 3 clusters
  Score: Raw -522428.681556 + Penalty 2841.388507 = -519587.293049
  nChanged 542
		SP:Iteration 2F (15074.070000 sec): 3 clusters
  Score: Raw -522847.464483 + Penalty 2841.388507 = -520006.075976
  nChanged 482
		SP:Iteration 3F (15074.180000 sec): 3 clusters
  Score: Raw -523213.852707 + Penalty 2841.388507 = -520372.464200
  nChanged 372
		SP:Iteration 4F (15074.370000 sec): 3 clusters
  Score: Raw -523467.720494 + Penalty 2841.388507 = -520626.331988
  nChanged 315
		SP:Iteration 5F (15074.580000 sec): 3 clusters
  Score: Raw -523652.934242 + Penalty 2841.388507 = -520811.545736
  nChanged 261
		SP:Iteration 6Q (15074.790000 sec): 3 clusters
  Score: Raw -523795.617068 + Penalty 2841.388507 = -520954.228561
  nChanged 212
		SP:Iteration 7Q (15075.010000 sec): 3 clusters
  Score: Raw -523899.917411 + Penalty 2841.388507 = -521058.528905
  nChanged 160
		SP:Iteration 8Q (15075.220000 sec): 3 clusters
  Score: Raw -523975.772916 + Penalty 2841.388507 = -521134.384409
  nChanged 151
		SP:Iteration 9Q (15075.430000 sec): 3 clusters
  Score: Raw -524050.297639 + Penalty 2841.388507 = -521208.909133
  nChanged 149
		SP:Iteration 10Q (15075.640000 sec): 3 clusters
  Score: Raw -524111.479451 + Penalty 2841.388507 = -521270.090944
  nChanged 111
		SP:Iteration 11Q (15075.850000 sec): 3 clusters
  Score: Raw -524158.612287 + Penalty 2841.388507 = -521317.223780
  nChanged 116
		SP:Iteration 12Q (15076.070000 sec): 3 clusters
  Score: Raw -524207.026647 + Penalty 2841.388507 = -521365.638140
  nChanged 109
		SP:Iteration 13Q (15076.280000 sec): 3 clusters
  Score: Raw -524252.908200 + Penalty 2841.388507 = -521411.519693
  nChanged 102
		SP:Iteration 14Q (15076.490000 sec): 3 clusters
  Score: Raw -524295.007799 + Penalty 2841.388507 = -521453.619292
  nChanged 102
		SP:Iteration 15Q (15076.700000 sec): 3 clusters
  Score: Raw -524334.023980 + Penalty 2841.388507 = -521492.635473
  nChanged 83
		SP:Iteration 16Q (15076.910000 sec): 3 clusters
  Score: Raw -524366.201336 + Penalty 2841.388507 = -521524.812829
  nChanged 75
		SP:Iteration 17Q (15077.130000 sec): 3 clusters
  Score: Raw -524391.255611 + Penalty 2841.388507 = -521549.867104
  nChanged 73
		SP:Iteration 18Q (15077.330000 sec): 3 clusters
  Score: Raw -524409.492201 + Penalty 2841.388507 = -521568.103694
  nChanged 55
		SP:Iteration 19Q (15077.540000 sec): 3 clusters
  Score: Raw -524425.064872 + Penalty 2841.388507 = -521583.676365
  nChanged 45
		SP:Iteration 20F (15077.750000 sec): 3 clusters
  Score: Raw -524435.216639 + Penalty 2841.388507 = -521593.828132
  nChanged 43
		SP:Iteration 21Q (15077.960000 sec): 3 clusters
  Score: Raw -524444.237907 + Penalty 2841.388507 = -521602.849400
  nChanged 34
		SP:Iteration 22Q (15078.070000 sec): 3 clusters
  Score: Raw -524451.494313 + Penalty 2841.388507 = -521610.105806
  nChanged 38
		SP:Iteration 23Q (15078.170000 sec): 3 clusters
  Score: Raw -524459.414178 + Penalty 2841.388507 = -521618.025671
  nChanged 36
		SP:Iteration 24Q (15078.280000 sec): 3 clusters
  Score: Raw -524467.023473 + Penalty 2841.388507 = -521625.634966
  nChanged 29
		SP:Iteration 25Q (15078.380000 sec): 3 clusters
  Score: Raw -524472.655602 + Penalty 2841.388507 = -521631.267095
  nChanged 21
		SP:Iteration 26Q (15078.490000 sec): 3 clusters
  Score: Raw -524476.590468 + Penalty 2841.388507 = -521635.201961
  nChanged 19
		SP:Iteration 27Q (15078.590000 sec): 3 clusters
  Score: Raw -524480.259868 + Penalty 2841.388507 = -521638.871361
  nChanged 11
		SP:Iteration 28Q (15078.700000 sec): 3 clusters
  Score: Raw -524482.576230 + Penalty 2841.388507 = -521641.187723
  nChanged 13
		SP:Iteration 29Q (15078.800000 sec): 3 clusters
  Score: Raw -524484.924080 + Penalty 2841.388507 = -521643.535573
  nChanged 15
		SP:Iteration 30Q (15078.910000 sec): 3 clusters
  Score: Raw -524488.774569 + Penalty 2841.388507 = -521647.386062
  nChanged 16
		SP:Iteration 31Q (15079.030000 sec): 3 clusters
  Score: Raw -524491.723203 + Penalty 2841.388507 = -521650.334696
  nChanged 14
		SP:Iteration 32Q (15079.130000 sec): 3 clusters
  Score: Raw -524494.387848 + Penalty 2841.388507 = -521652.999342
  nChanged 15
		SP:Iteration 33Q (15079.240000 sec): 3 clusters
  Score: Raw -524497.904887 + Penalty 2841.388507 = -521656.516380
  nChanged 18
		SP:Iteration 34Q (15079.410000 sec): 3 clusters
  Score: Raw -524501.077563 + Penalty 2841.388507 = -521659.689057
  nChanged 16
		SP:Iteration 35Q (15079.620000 sec): 3 clusters
  Score: Raw -524504.480695 + Penalty 2841.388507 = -521663.092188
  nChanged 17
		SP:Iteration 36Q (15079.830000 sec): 3 clusters
  Score: Raw -524507.825919 + Penalty 2841.388507 = -521666.437412
  nChanged 11
		SP:Iteration 37Q (15080.040000 sec): 3 clusters
  Score: Raw -524509.863689 + Penalty 2841.388507 = -521668.475182
  nChanged 7
		SP:Iteration 38Q (15080.250000 sec): 3 clusters
  Score: Raw -524511.875273 + Penalty 2841.388507 = -521670.486766
  nChanged 13
		SP:Iteration 39Q (15080.440000 sec): 3 clusters
  Score: Raw -524516.070589 + Penalty 2841.388507 = -521674.682082
  nChanged 20
		SP:Iteration 40F (15080.550000 sec): 3 clusters
  Score: Raw -524522.442198 + Penalty 2841.388507 = -521681.053691
  nChanged 25
		SP:Iteration 41Q (15080.750000 sec): 3 clusters
  Score: Raw -524528.843871 + Penalty 2841.388507 = -521687.455364
  nChanged 24
		SP:Iteration 42Q (15080.970000 sec): 3 clusters
  Score: Raw -524534.671206 + Penalty 2841.388507 = -521693.282699
  nChanged 27
		SP:Iteration 43Q (15081.180000 sec): 3 clusters
  Score: Raw -524543.214456 + Penalty 2841.388507 = -521701.825949
  nChanged 33
		SP:Iteration 44Q (15081.390000 sec): 3 clusters
  Score: Raw -524553.835558 + Penalty 2841.388507 = -521712.447051
  nChanged 39
		SP:Iteration 45Q (15081.610000 sec): 3 clusters
  Score: Raw -524566.027056 + Penalty 2841.388507 = -521724.638549
  nChanged 32
		SP:Iteration 46Q (15081.820000 sec): 3 clusters
  Score: Raw -524573.787836 + Penalty 2841.388507 = -521732.399329
  nChanged 25
		SP:Iteration 47Q (15082.030000 sec): 3 clusters
  Score: Raw -524580.846247 + Penalty 2841.388507 = -521739.457740
  nChanged 27
		SP:Iteration 48Q (15082.240000 sec): 3 clusters
  Score: Raw -524588.630284 + Penalty 2841.388507 = -521747.241777
  nChanged 28
		SP:Iteration 49Q (15082.360000 sec): 3 clusters
  Score: Raw -524595.963365 + Penalty 2841.388507 = -521754.574858
  nChanged 22
		SP:Iteration 50Q (15082.540000 sec): 3 clusters
  Score: Raw -524601.496495 + Penalty 2841.388507 = -521760.107988
  nChanged 16
		SP:Iteration 51Q (15082.760000 sec): 3 clusters
  Score: Raw -524606.146872 + Penalty 2841.388507 = -521764.758365
  nChanged 20
		SP:Iteration 52Q (15082.970000 sec): 3 clusters
  Score: Raw -524610.601815 + Penalty 2841.388507 = -521769.213308
  nChanged 17
		SP:Iteration 53Q (15083.180000 sec): 3 clusters
  Score: Raw -524614.102604 + Penalty 2841.388507 = -521772.714097
  nChanged 24
		SP:Iteration 54Q (15083.390000 sec): 3 clusters
  Score: Raw -524617.740357 + Penalty 2841.388507 = -521776.351850
  nChanged 11
		SP:Iteration 55Q (15083.600000 sec): 3 clusters
  Score: Raw -524620.033287 + Penalty 2841.388507 = -521778.644780
  nChanged 12
		SP:Iteration 56Q (15083.810000 sec): 3 clusters
  Score: Raw -524622.026792 + Penalty 2841.388507 = -521780.638285
  nChanged 12
		SP:Iteration 57Q (15084.010000 sec): 3 clusters
  Score: Raw -524623.899716 + Penalty 2841.388507 = -521782.511209
  nChanged 10
		SP:Iteration 58Q (15084.220000 sec): 3 clusters
  Score: Raw -524625.473158 + Penalty 2841.388507 = -521784.084651
  nChanged 8
		SP:Iteration 59Q (15084.430000 sec): 3 clusters
  Score: Raw -524626.941423 + Penalty 2841.388507 = -521785.552916
  nChanged 5
		SP:Iteration 60F (15084.640000 sec): 3 clusters
  Score: Raw -524627.908725 + Penalty 2841.388507 = -521786.520218
  nChanged 8
		SP:Iteration 61Q (15084.850000 sec): 3 clusters
  Score: Raw -524629.967877 + Penalty 2841.388507 = -521788.579370
  nChanged 10
		SP:Iteration 62Q (15085.060000 sec): 3 clusters
  Score: Raw -524632.521178 + Penalty 2841.388507 = -521791.132671
  nChanged 10
		SP:Iteration 63Q (15085.270000 sec): 3 clusters
  Score: Raw -524635.069802 + Penalty 2841.388507 = -521793.681295
  nChanged 13
		SP:Iteration 64Q (15085.470000 sec): 3 clusters
  Score: Raw -524637.832709 + Penalty 2841.388507 = -521796.444202
  nChanged 11
		SP:Iteration 65Q (15085.680000 sec): 3 clusters
  Score: Raw -524639.907691 + Penalty 2841.388507 = -521798.519184
  nChanged 8
		SP:Iteration 66Q (15085.890000 sec): 3 clusters
  Score: Raw -524641.876071 + Penalty 2841.388507 = -521800.487564
  nChanged 11
		SP:Iteration 67Q (15086.100000 sec): 3 clusters
  Score: Raw -524643.976044 + Penalty 2841.388507 = -521802.587537
  nChanged 11
		SP:Iteration 68Q (15086.310000 sec): 3 clusters
  Score: Raw -524646.486437 + Penalty 2841.388507 = -521805.097930
  nChanged 16
		SP:Iteration 69Q (15086.510000 sec): 3 clusters
  Score: Raw -524649.288470 + Penalty 2841.388507 = -521807.899963
  nChanged 18
		SP:Iteration 70Q (15086.720000 sec): 3 clusters
  Score: Raw -524652.616711 + Penalty 2841.388507 = -521811.228204
  nChanged 17
		SP:Iteration 71Q (15086.930000 sec): 3 clusters
  Score: Raw -524656.068483 + Penalty 2841.388507 = -521814.679976
  nChanged 12
		SP:Iteration 72Q (15087.140000 sec): 3 clusters
  Score: Raw -524658.017682 + Penalty 2841.388507 = -521816.629175
  nChanged 13
		SP:Iteration 73Q (15087.350000 sec): 3 clusters
  Score: Raw -524660.850213 + Penalty 2841.388507 = -521819.461706
  nChanged 13
		SP:Iteration 74Q (15087.560000 sec): 3 clusters
  Score: Raw -524663.519952 + Penalty 2841.388507 = -521822.131445
  nChanged 11
		SP:Iteration 75Q (15087.770000 sec): 3 clusters
  Score: Raw -524665.656515 + Penalty 2841.388507 = -521824.268008
  nChanged 12
		SP:Iteration 76Q (15087.970000 sec): 3 clusters
  Score: Raw -524667.597677 + Penalty 2841.388507 = -521826.209171
  nChanged 14
		SP:Iteration 77Q (15088.180000 sec): 3 clusters
  Score: Raw -524670.929173 + Penalty 2841.388507 = -521829.540667
  nChanged 10
		SP:Iteration 78Q (15088.390000 sec): 3 clusters
  Score: Raw -524673.533405 + Penalty 2841.388507 = -521832.144899
  nChanged 5
		SP:Iteration 79Q (15088.630000 sec): 3 clusters
  Score: Raw -524674.936494 + Penalty 2841.388507 = -521833.547987
  nChanged 8
		SP:Iteration 80F (15088.810000 sec): 3 clusters
  Score: Raw -524677.028453 + Penalty 2841.388507 = -521835.639946
  nChanged 14
		SP:Iteration 81Q (15089.020000 sec): 3 clusters
  Score: Raw -524680.273479 + Penalty 2841.388507 = -521838.884972
  nChanged 21
		SP:Iteration 82Q (15089.230000 sec): 3 clusters
  Score: Raw -524684.291945 + Penalty 2841.388507 = -521842.903439
  nChanged 11
		SP:Iteration 83Q (15089.430000 sec): 3 clusters
  Score: Raw -524686.227663 + Penalty 2841.388507 = -521844.839156
  nChanged 8
		SP:Iteration 84Q (15089.640000 sec): 3 clusters
  Score: Raw -524687.427216 + Penalty 2841.388507 = -521846.038709
  nChanged 4
		SP:Iteration 85Q (15089.850000 sec): 3 clusters
  Score: Raw -524688.481073 + Penalty 2841.388507 = -521847.092566
  nChanged 7
		SP:Iteration 86Q (15090.040000 sec): 3 clusters
  Score: Raw -524689.575228 + Penalty 2841.388507 = -521848.186721
  nChanged 8
		SP:Iteration 87Q (15090.230000 sec): 3 clusters
  Score: Raw -524691.148388 + Penalty 2841.388507 = -521849.759881
  nChanged 11
		SP:Iteration 88Q (15090.440000 sec): 3 clusters
  Score: Raw -524693.237978 + Penalty 2841.388507 = -521851.849471
  nChanged 18
		SP:Iteration 89Q (15090.650000 sec): 3 clusters
  Score: Raw -524696.599744 + Penalty 2841.388507 = -521855.211237
  nChanged 12
		SP:Iteration 90Q (15090.850000 sec): 3 clusters
  Score: Raw -524699.050469 + Penalty 2841.388507 = -521857.661962
  nChanged 9
		SP:Iteration 91Q (15091.060000 sec): 3 clusters
  Score: Raw -524700.498800 + Penalty 2841.388507 = -521859.110293
  nChanged 5
		SP:Iteration 92Q (15091.270000 sec): 3 clusters
  Score: Raw -524701.332670 + Penalty 2841.388507 = -521859.944163
  nChanged 1
		SP:Iteration 93Q (15091.480000 sec): 3 clusters
  Score: Raw -524701.414754 + Penalty 2841.388507 = -521860.026247
  nChanged 3
		SP:Iteration 94Q (15091.690000 sec): 3 clusters
  Score: Raw -524701.810399 + Penalty 2841.388507 = -521860.421892
  nChanged 1
		SP:Iteration 95Q (15091.900000 sec): 3 clusters
  Score: Raw -524701.848763 + Penalty 2841.388507 = -521860.460257
  nChanged 1
		SP:Iteration 96Q (15092.110000 sec): 3 clusters
  Score: Raw -524701.983645 + Penalty 2841.388507 = -521860.595139
  nChanged 1
		SP:Iteration 97Q (15092.320000 sec): 3 clusters
  Score: Raw -524702.047660 + Penalty 2841.388507 = -521860.659153
  nChanged 2
		SP:Iteration 98Q (15092.530000 sec): 3 clusters
  Score: Raw -524702.233135 + Penalty 2841.388507 = -521860.844628
  nChanged 2
		SP:Iteration 99Q (15092.730000 sec): 3 clusters
  Score: Raw -524702.322151 + Penalty 2841.388507 = -521860.933644
  nChanged 1
		SP:Iteration 100F (15092.940000 sec): 3 clusters
  Score: Raw -524702.385480 + Penalty 2841.388507 = -521860.996973
  nChanged 2
		SP:Iteration 101Q (15093.150000 sec): 3 clusters
  Score: Raw -524702.519820 + Penalty 2841.388507 = -521861.131313
  nChanged 2
		SP:Iteration 102Q (15093.360000 sec): 3 clusters
  Score: Raw -524702.980987 + Penalty 2841.388507 = -521861.592480
  nChanged 6
		SP:Iteration 103Q (15093.570000 sec): 3 clusters
  Score: Raw -524703.763921 + Penalty 2841.388507 = -521862.375414
  nChanged 7
		SP:Iteration 104Q (15093.780000 sec): 3 clusters
  Score: Raw -524705.199552 + Penalty 2841.388507 = -521863.811045
  nChanged 14
		SP:Iteration 105Q (15093.990000 sec): 3 clusters
  Score: Raw -524708.537577 + Penalty 2841.388507 = -521867.149070
  nChanged 21
		SP:Iteration 106Q (15094.200000 sec): 3 clusters
  Score: Raw -524712.757570 + Penalty 2841.388507 = -521871.369063
  nChanged 16
		SP:Iteration 107Q (15094.410000 sec): 3 clusters
  Score: Raw -524716.582191 + Penalty 2841.388507 = -521875.193684
  nChanged 17
		SP:Iteration 108Q (15094.610000 sec): 3 clusters
  Score: Raw -524720.924240 + Penalty 2841.388507 = -521879.535733
  nChanged 20
		SP:Iteration 109Q (15094.820000 sec): 3 clusters
  Score: Raw -524725.593251 + Penalty 2841.388507 = -521884.204745
  nChanged 26
		SP:Iteration 110Q (15095.030000 sec): 3 clusters
  Score: Raw -524732.089384 + Penalty 2841.388507 = -521890.700877
  nChanged 22
		SP:Iteration 111Q (15095.240000 sec): 3 clusters
  Score: Raw -524736.009738 + Penalty 2841.388507 = -521894.621231
  nChanged 16
		SP:Iteration 112Q (15095.450000 sec): 3 clusters
  Score: Raw -524739.741788 + Penalty 2841.388507 = -521898.353281
  nChanged 11
		SP:Iteration 113Q (15095.660000 sec): 3 clusters
  Score: Raw -524741.793847 + Penalty 2841.388507 = -521900.405340
  nChanged 9
		SP:Iteration 114Q (15095.870000 sec): 3 clusters
  Score: Raw -524743.422742 + Penalty 2841.388507 = -521902.034236
  nChanged 7
		SP:Iteration 115Q (15096.070000 sec): 3 clusters
  Score: Raw -524745.284002 + Penalty 2841.388507 = -521903.895495
  nChanged 10
		SP:Iteration 116Q (15096.270000 sec): 3 clusters
  Score: Raw -524746.854071 + Penalty 2841.388507 = -521905.465565
  nChanged 11
		SP:Iteration 117Q (15096.450000 sec): 3 clusters
  Score: Raw -524748.338401 + Penalty 2841.388507 = -521906.949895
  nChanged 10
		SP:Iteration 118Q (15096.650000 sec): 3 clusters
  Score: Raw -524750.029485 + Penalty 2841.388507 = -521908.640978
  nChanged 10
		SP:Iteration 119Q (15096.860000 sec): 3 clusters
  Score: Raw -524752.163689 + Penalty 2841.388507 = -521910.775183
  nChanged 11
		SP:Iteration 120F (15097.070000 sec): 3 clusters
  Score: Raw -524753.901164 + Penalty 2841.388507 = -521912.512657
  nChanged 15
		SP:Iteration 121Q (15097.280000 sec): 3 clusters
  Score: Raw -524756.614664 + Penalty 2841.388507 = -521915.226157
  nChanged 18
		SP:Iteration 122Q (15097.490000 sec): 3 clusters
  Score: Raw -524759.327297 + Penalty 2841.388507 = -521917.938790
  nChanged 12
		SP:Iteration 123Q (15097.690000 sec): 3 clusters
  Score: Raw -524761.051575 + Penalty 2841.388507 = -521919.663068
  nChanged 15
		SP:Iteration 124Q (15097.900000 sec): 3 clusters
  Score: Raw -524763.494851 + Penalty 2841.388507 = -521922.106344
  nChanged 21
		SP:Iteration 125Q (15098.110000 sec): 3 clusters
  Score: Raw -524768.303823 + Penalty 2841.388507 = -521926.915316
  nChanged 14
		SP:Iteration 126Q (15098.320000 sec): 3 clusters
  Score: Raw -524770.809053 + Penalty 2841.388507 = -521929.420546
  nChanged 12
		SP:Iteration 127Q (15098.530000 sec): 3 clusters
  Score: Raw -524772.864330 + Penalty 2841.388507 = -521931.475823
  nChanged 14
		SP:Iteration 128Q (15098.730000 sec): 3 clusters
  Score: Raw -524775.481902 + Penalty 2841.388507 = -521934.093395
  nChanged 17
		SP:Iteration 129Q (15098.840000 sec): 3 clusters
  Score: Raw -524779.260269 + Penalty 2841.388507 = -521937.871762
  nChanged 19
		SP:Iteration 130Q (15099.020000 sec): 3 clusters
  Score: Raw -524783.657539 + Penalty 2841.388507 = -521942.269032
  nChanged 19
		SP:Iteration 131Q (15099.240000 sec): 3 clusters
  Score: Raw -524788.914533 + Penalty 2841.388507 = -521947.526026
  nChanged 15
		SP:Iteration 132Q (15099.440000 sec): 3 clusters
  Score: Raw -524792.360346 + Penalty 2841.388507 = -521950.971839
  nChanged 17
		SP:Iteration 133Q (15099.540000 sec): 3 clusters
  Score: Raw -524795.570418 + Penalty 2841.388507 = -521954.181911
  nChanged 17
		SP:Iteration 134Q (15099.740000 sec): 3 clusters
  Score: Raw -524798.442914 + Penalty 2841.388507 = -521957.054407
  nChanged 10
		SP:Iteration 135Q (15099.960000 sec): 3 clusters
  Score: Raw -524799.961312 + Penalty 2841.388507 = -521958.572805
  nChanged 17
		SP:Iteration 136Q (15100.180000 sec): 3 clusters
  Score: Raw -524802.211862 + Penalty 2841.388507 = -521960.823355
  nChanged 12
		SP:Iteration 137Q (15100.400000 sec): 3 clusters
  Score: Raw -524803.842437 + Penalty 2841.388507 = -521962.453930
  nChanged 14
		SP:Iteration 138Q (15100.620000 sec): 3 clusters
  Score: Raw -524805.979227 + Penalty 2841.388507 = -521964.590720
  nChanged 9
		SP:Iteration 139Q (15100.840000 sec): 3 clusters
  Score: Raw -524807.334277 + Penalty 2841.388507 = -521965.945770
  nChanged 11
		SP:Iteration 140F (15101.060000 sec): 3 clusters
  Score: Raw -524809.874627 + Penalty 2841.388507 = -521968.486120
  nChanged 9
		SP:Iteration 141Q (15101.210000 sec): 3 clusters
  Score: Raw -524811.697875 + Penalty 2841.388507 = -521970.309368
  nChanged 8
		SP:Iteration 142Q (15101.320000 sec): 3 clusters
  Score: Raw -524813.843083 + Penalty 2841.388507 = -521972.454576
  nChanged 15
		SP:Iteration 143Q (15101.520000 sec): 3 clusters
  Score: Raw -524816.719480 + Penalty 2841.388507 = -521975.330974
  nChanged 12
		SP:Iteration 144Q (15101.730000 sec): 3 clusters
  Score: Raw -524819.032507 + Penalty 2841.388507 = -521977.644000
  nChanged 10
		SP:Iteration 145Q (15101.940000 sec): 3 clusters
  Score: Raw -524820.788307 + Penalty 2841.388507 = -521979.399801
  nChanged 8
		SP:Iteration 146Q (15102.140000 sec): 3 clusters
  Score: Raw -524822.903557 + Penalty 2841.388507 = -521981.515050
  nChanged 9
		SP:Iteration 147Q (15102.380000 sec): 3 clusters
  Score: Raw -524825.757417 + Penalty 2841.388507 = -521984.368910
  nChanged 9
		SP:Iteration 148Q (15102.480000 sec): 3 clusters
  Score: Raw -524828.619885 + Penalty 2841.388507 = -521987.231378
  nChanged 11
		SP:Iteration 149Q (15102.580000 sec): 3 clusters
  Score: Raw -524831.799538 + Penalty 2841.388507 = -521990.411031
  nChanged 13
		SP:Iteration 150Q (15102.690000 sec): 3 clusters
  Score: Raw -524834.648873 + Penalty 2841.388507 = -521993.260366
  nChanged 15
		SP:Iteration 151Q (15102.790000 sec): 3 clusters
  Score: Raw -524837.032799 + Penalty 2841.388507 = -521995.644292
  nChanged 21
		SP:Iteration 152Q (15102.890000 sec): 3 clusters
  Score: Raw -524841.338802 + Penalty 2841.388507 = -521999.950295
  nChanged 14
		SP:Iteration 153Q (15103.000000 sec): 3 clusters
  Score: Raw -524843.646585 + Penalty 2841.388507 = -522002.258078
  nChanged 14
		SP:Iteration 154Q (15103.100000 sec): 3 clusters
  Score: Raw -524846.588665 + Penalty 2841.388507 = -522005.200159
  nChanged 19
		SP:Iteration 155Q (15103.300000 sec): 3 clusters
  Score: Raw -524849.977285 + Penalty 2841.388507 = -522008.588778
  nChanged 17
		SP:Iteration 156Q (15103.520000 sec): 3 clusters
  Score: Raw -524853.544841 + Penalty 2841.388507 = -522012.156334
  nChanged 15
		SP:Iteration 157Q (15103.720000 sec): 3 clusters
  Score: Raw -524856.946239 + Penalty 2841.388507 = -522015.557732
  nChanged 16
		SP:Iteration 158Q (15103.930000 sec): 3 clusters
  Score: Raw -524860.425265 + Penalty 2841.388507 = -522019.036758
  nChanged 12
		SP:Iteration 159Q (15104.140000 sec): 3 clusters
  Score: Raw -524862.814002 + Penalty 2841.388507 = -522021.425495
  nChanged 11
		SP:Iteration 160F (15104.350000 sec): 3 clusters
  Score: Raw -524864.884484 + Penalty 2841.388507 = -522023.495978
  nChanged 11
		SP:Iteration 161Q (15104.560000 sec): 3 clusters
  Score: Raw -524866.522808 + Penalty 2841.388507 = -522025.134301
  nChanged 5
		SP:Iteration 162Q (15104.760000 sec): 3 clusters
  Score: Raw -524867.303925 + Penalty 2841.388507 = -522025.915418
  nChanged 5
		SP:Iteration 163Q (15104.980000 sec): 3 clusters
  Score: Raw -524868.555200 + Penalty 2841.388507 = -522027.166693
  nChanged 8
		SP:Iteration 164Q (15105.180000 sec): 3 clusters
  Score: Raw -524870.100347 + Penalty 2841.388507 = -522028.711840
  nChanged 6
		SP:Iteration 165Q (15105.390000 sec): 3 clusters
  Score: Raw -524871.202435 + Penalty 2841.388507 = -522029.813929
  nChanged 5
		SP:Iteration 166Q (15105.600000 sec): 3 clusters
  Score: Raw -524871.751634 + Penalty 2841.388507 = -522030.363127
  nChanged 4
		SP:Iteration 167Q (15105.810000 sec): 3 clusters
  Score: Raw -524872.207275 + Penalty 2841.388507 = -522030.818768
  nChanged 3
		SP:Iteration 168Q (15106.020000 sec): 3 clusters
  Score: Raw -524872.618624 + Penalty 2841.388507 = -522031.230117
  nChanged 3
		SP:Iteration 169Q (15106.220000 sec): 3 clusters
  Score: Raw -524872.992939 + Penalty 2841.388507 = -522031.604432
  nChanged 0
		SP:Iteration 170F (15106.430000 sec): 3 clusters
  Score: Raw -524872.992939 + Penalty 2841.388507 = -522031.604432
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 90 (5194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15106.520000 sec): 2 clusters
  Score: Raw -438528.826581 + Penalty 1390.229651 = -437138.596930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15106.700000 sec): 3 clusters
  Score: Raw -435868.491930 + Penalty 2780.459302 = -433088.032628
  nChanged 2103
		SP:Iteration 1F (15106.870000 sec): 3 clusters
  Score: Raw -437306.887084 + Penalty 2780.459302 = -434526.427781
  nChanged 500
		SP:Iteration 2F (15107.040000 sec): 3 clusters
  Score: Raw -437736.189200 + Penalty 2780.459302 = -434955.729898
  nChanged 386
		SP:Iteration 3F (15107.220000 sec): 3 clusters
  Score: Raw -438043.994270 + Penalty 2780.459302 = -435263.534968
  nChanged 311
		SP:Iteration 4F (15107.390000 sec): 3 clusters
  Score: Raw -438266.368252 + Penalty 2780.459302 = -435485.908949
  nChanged 234
		SP:Iteration 5Q (15107.560000 sec): 3 clusters
  Score: Raw -438436.595329 + Penalty 2780.459302 = -435656.136026
  nChanged 196
		SP:Iteration 6Q (15107.740000 sec): 3 clusters
  Score: Raw -438561.272343 + Penalty 2780.459302 = -435780.813041
  nChanged 157
		SP:Iteration 7Q (15107.910000 sec): 3 clusters
  Score: Raw -438657.744718 + Penalty 2780.459302 = -435877.285415
  nChanged 137
		SP:Iteration 8Q (15108.090000 sec): 3 clusters
  Score: Raw -438741.658949 + Penalty 2780.459302 = -435961.199647
  nChanged 117
		SP:Iteration 9Q (15108.260000 sec): 3 clusters
  Score: Raw -438810.123344 + Penalty 2780.459302 = -436029.664042
  nChanged 92
		SP:Iteration 10Q (15108.430000 sec): 3 clusters
  Score: Raw -438863.634515 + Penalty 2780.459302 = -436083.175213
  nChanged 74
		SP:Iteration 11Q (15108.610000 sec): 3 clusters
  Score: Raw -438901.487190 + Penalty 2780.459302 = -436121.027888
  nChanged 61
		SP:Iteration 12Q (15108.780000 sec): 3 clusters
  Score: Raw -438926.265904 + Penalty 2780.459302 = -436145.806602
  nChanged 43
		SP:Iteration 13Q (15108.960000 sec): 3 clusters
  Score: Raw -438943.307885 + Penalty 2780.459302 = -436162.848582
  nChanged 40
		SP:Iteration 14Q (15109.130000 sec): 3 clusters
  Score: Raw -438958.238523 + Penalty 2780.459302 = -436177.779220
  nChanged 31
		SP:Iteration 15Q (15109.300000 sec): 3 clusters
  Score: Raw -438969.580421 + Penalty 2780.459302 = -436189.121118
  nChanged 31
		SP:Iteration 16Q (15109.480000 sec): 3 clusters
  Score: Raw -438981.735710 + Penalty 2780.459302 = -436201.276408
  nChanged 32
		SP:Iteration 17Q (15109.650000 sec): 3 clusters
  Score: Raw -438996.592556 + Penalty 2780.459302 = -436216.133253
  nChanged 32
		SP:Iteration 18Q (15109.820000 sec): 3 clusters
  Score: Raw -439009.603813 + Penalty 2780.459302 = -436229.144510
  nChanged 27
		SP:Iteration 19Q (15110.000000 sec): 3 clusters
  Score: Raw -439020.042826 + Penalty 2780.459302 = -436239.583523
  nChanged 32
		SP:Iteration 20F (15110.170000 sec): 3 clusters
  Score: Raw -439031.538606 + Penalty 2780.459302 = -436251.079304
  nChanged 29
		SP:Iteration 21Q (15110.340000 sec): 3 clusters
  Score: Raw -439041.966648 + Penalty 2780.459302 = -436261.507345
  nChanged 29
		SP:Iteration 22Q (15110.520000 sec): 3 clusters
  Score: Raw -439052.156263 + Penalty 2780.459302 = -436271.696960
  nChanged 20
		SP:Iteration 23Q (15110.690000 sec): 3 clusters
  Score: Raw -439058.072228 + Penalty 2780.459302 = -436277.612926
  nChanged 17
		SP:Iteration 24Q (15110.860000 sec): 3 clusters
  Score: Raw -439064.542436 + Penalty 2780.459302 = -436284.083133
  nChanged 10
		SP:Iteration 25Q (15111.040000 sec): 3 clusters
  Score: Raw -439068.703073 + Penalty 2780.459302 = -436288.243771
  nChanged 16
		SP:Iteration 26Q (15111.210000 sec): 3 clusters
  Score: Raw -439073.711890 + Penalty 2780.459302 = -436293.252587
  nChanged 11
		SP:Iteration 27Q (15111.390000 sec): 3 clusters
  Score: Raw -439077.617593 + Penalty 2780.459302 = -436297.158290
  nChanged 10
		SP:Iteration 28Q (15111.560000 sec): 3 clusters
  Score: Raw -439079.363097 + Penalty 2780.459302 = -436298.903795
  nChanged 3
		SP:Iteration 29Q (15111.740000 sec): 3 clusters
  Score: Raw -439079.893137 + Penalty 2780.459302 = -436299.433835
  nChanged 1
		SP:Iteration 30Q (15111.910000 sec): 3 clusters
  Score: Raw -439080.084534 + Penalty 2780.459302 = -436299.625232
  nChanged 0
		SP:Iteration 31F (15112.090000 sec): 3 clusters
  Score: Raw -439080.084534 + Penalty 2780.459302 = -436299.625232
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 92 (3076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15112.150000 sec): 2 clusters
  Score: Raw -302151.798245 + Penalty 1305.100116 = -300846.698129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15112.330000 sec): 3 clusters
  Score: Raw -300754.068885 + Penalty 2610.200232 = -298143.868653
  nChanged 1129
		SP:Iteration 1F (15112.510000 sec): 3 clusters
  Score: Raw -301443.030141 + Penalty 2610.200232 = -298832.829909
  nChanged 286
		SP:Iteration 2F (15112.680000 sec): 3 clusters
  Score: Raw -301670.672985 + Penalty 2610.200232 = -299060.472752
  nChanged 210
		SP:Iteration 3F (15112.860000 sec): 3 clusters
  Score: Raw -301843.534474 + Penalty 2610.200232 = -299233.334242
  nChanged 182
		SP:Iteration 4F (15113.030000 sec): 3 clusters
  Score: Raw -301973.917320 + Penalty 2610.200232 = -299363.717088
  nChanged 132
		SP:Iteration 5Q (15113.210000 sec): 3 clusters
  Score: Raw -302080.072474 + Penalty 2610.200232 = -299469.872241
  nChanged 113
		SP:Iteration 6Q (15113.390000 sec): 3 clusters
  Score: Raw -302173.248655 + Penalty 2610.200232 = -299563.048422
  nChanged 88
		SP:Iteration 7Q (15113.560000 sec): 3 clusters
  Score: Raw -302229.799069 + Penalty 2610.200232 = -299619.598837
  nChanged 53
		SP:Iteration 8Q (15113.740000 sec): 3 clusters
  Score: Raw -302260.036866 + Penalty 2610.200232 = -299649.836633
  nChanged 33
		SP:Iteration 9Q (15113.910000 sec): 3 clusters
  Score: Raw -302282.218727 + Penalty 2610.200232 = -299672.018495
  nChanged 26
		SP:Iteration 10Q (15114.090000 sec): 3 clusters
  Score: Raw -302295.053390 + Penalty 2610.200232 = -299684.853158
  nChanged 15
		SP:Iteration 11Q (15114.270000 sec): 3 clusters
  Score: Raw -302303.075117 + Penalty 2610.200232 = -299692.874885
  nChanged 15
		SP:Iteration 12Q (15114.440000 sec): 3 clusters
  Score: Raw -302309.752441 + Penalty 2610.200232 = -299699.552208
  nChanged 17
		SP:Iteration 13Q (15114.610000 sec): 3 clusters
  Score: Raw -302316.415579 + Penalty 2610.200232 = -299706.215346
  nChanged 12
		SP:Iteration 14Q (15114.790000 sec): 3 clusters
  Score: Raw -302322.058078 + Penalty 2610.200232 = -299711.857845
  nChanged 10
		SP:Iteration 15Q (15114.970000 sec): 3 clusters
  Score: Raw -302326.360360 + Penalty 2610.200232 = -299716.160128
  nChanged 13
		SP:Iteration 16Q (15115.140000 sec): 3 clusters
  Score: Raw -302331.770837 + Penalty 2610.200232 = -299721.570604
  nChanged 12
		SP:Iteration 17Q (15115.320000 sec): 3 clusters
  Score: Raw -302337.618717 + Penalty 2610.200232 = -299727.418485
  nChanged 12
		SP:Iteration 18Q (15115.490000 sec): 3 clusters
  Score: Raw -302342.300372 + Penalty 2610.200232 = -299732.100140
  nChanged 9
		SP:Iteration 19Q (15115.670000 sec): 3 clusters
  Score: Raw -302347.258899 + Penalty 2610.200232 = -299737.058667
  nChanged 12
		SP:Iteration 20F (15115.850000 sec): 3 clusters
  Score: Raw -302355.010250 + Penalty 2610.200232 = -299744.810017
  nChanged 15
		SP:Iteration 21Q (15116.020000 sec): 3 clusters
  Score: Raw -302360.736874 + Penalty 2610.200232 = -299750.536642
  nChanged 8
		SP:Iteration 22Q (15116.200000 sec): 3 clusters
  Score: Raw -302364.280379 + Penalty 2610.200232 = -299754.080146
  nChanged 9
		SP:Iteration 23Q (15116.370000 sec): 3 clusters
  Score: Raw -302367.414150 + Penalty 2610.200232 = -299757.213917
  nChanged 5
		SP:Iteration 24Q (15116.550000 sec): 3 clusters
  Score: Raw -302368.849395 + Penalty 2610.200232 = -299758.649163
  nChanged 1
		SP:Iteration 25Q (15116.730000 sec): 3 clusters
  Score: Raw -302369.104380 + Penalty 2610.200232 = -299758.904147
  nChanged 0
		SP:Iteration 26F (15116.900000 sec): 3 clusters
  Score: Raw -302369.104380 + Penalty 2610.200232 = -299758.904147
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 93 (4294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15117.010000 sec): 2 clusters
  Score: Raw -347598.323771 + Penalty 1359.308271 = -346239.015500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15117.230000 sec): 3 clusters
  Score: Raw -345479.296879 + Penalty 2718.616543 = -342760.680336
  nChanged 1676
		SP:Iteration 1F (15117.390000 sec): 3 clusters
  Score: Raw -346606.277636 + Penalty 2718.616543 = -343887.661093
  nChanged 431
		SP:Iteration 2F (15117.560000 sec): 3 clusters
  Score: Raw -347012.743972 + Penalty 2718.616543 = -344294.127429
  nChanged 314
		SP:Iteration 3F (15117.760000 sec): 3 clusters
  Score: Raw -347318.792193 + Penalty 2718.616543 = -344600.175650
  nChanged 291
		SP:Iteration 4F (15117.910000 sec): 3 clusters
  Score: Raw -347650.956606 + Penalty 2718.616543 = -344932.340063
  nChanged 264
		SP:Iteration 5F (15118.090000 sec): 3 clusters
  Score: Raw -347884.666366 + Penalty 2718.616543 = -345166.049823
  nChanged 201
		SP:Iteration 6Q (15118.260000 sec): 3 clusters
  Score: Raw -348052.949671 + Penalty 2718.616543 = -345334.333128
  nChanged 155
		SP:Iteration 7Q (15118.440000 sec): 3 clusters
  Score: Raw -348143.928784 + Penalty 2718.616543 = -345425.312241
  nChanged 82
		SP:Iteration 8Q (15118.610000 sec): 3 clusters
  Score: Raw -348180.191899 + Penalty 2718.616543 = -345461.575356
  nChanged 56
		SP:Iteration 9Q (15118.790000 sec): 3 clusters
  Score: Raw -348209.158065 + Penalty 2718.616543 = -345490.541522
  nChanged 48
		SP:Iteration 10Q (15118.970000 sec): 3 clusters
  Score: Raw -348228.232816 + Penalty 2718.616543 = -345509.616273
  nChanged 38
		SP:Iteration 11Q (15119.140000 sec): 3 clusters
  Score: Raw -348239.883291 + Penalty 2718.616543 = -345521.266748
  nChanged 30
		SP:Iteration 12Q (15119.320000 sec): 3 clusters
  Score: Raw -348249.324380 + Penalty 2718.616543 = -345530.707837
  nChanged 19
		SP:Iteration 13Q (15119.490000 sec): 3 clusters
  Score: Raw -348257.713901 + Penalty 2718.616543 = -345539.097358
  nChanged 22
		SP:Iteration 14Q (15119.670000 sec): 3 clusters
  Score: Raw -348265.511204 + Penalty 2718.616543 = -345546.894661
  nChanged 19
		SP:Iteration 15Q (15119.830000 sec): 3 clusters
  Score: Raw -348273.700921 + Penalty 2718.616543 = -345555.084378
  nChanged 22
		SP:Iteration 16Q (15119.980000 sec): 3 clusters
  Score: Raw -348278.696504 + Penalty 2718.616543 = -345560.079961
  nChanged 14
		SP:Iteration 17Q (15120.150000 sec): 3 clusters
  Score: Raw -348282.644126 + Penalty 2718.616543 = -345564.027583
  nChanged 17
		SP:Iteration 18Q (15120.330000 sec): 3 clusters
  Score: Raw -348287.492791 + Penalty 2718.616543 = -345568.876248
  nChanged 14
		SP:Iteration 19Q (15120.510000 sec): 3 clusters
  Score: Raw -348292.153733 + Penalty 2718.616543 = -345573.537190
  nChanged 11
		SP:Iteration 20F (15120.680000 sec): 3 clusters
  Score: Raw -348294.128383 + Penalty 2718.616543 = -345575.511840
  nChanged 13
		SP:Iteration 21Q (15120.860000 sec): 3 clusters
  Score: Raw -348297.862156 + Penalty 2718.616543 = -345579.245613
  nChanged 12
		SP:Iteration 22Q (15121.030000 sec): 3 clusters
  Score: Raw -348302.798075 + Penalty 2718.616543 = -345584.181532
  nChanged 14
		SP:Iteration 23Q (15121.210000 sec): 3 clusters
  Score: Raw -348306.295705 + Penalty 2718.616543 = -345587.679162
  nChanged 15
		SP:Iteration 24Q (15121.290000 sec): 3 clusters
  Score: Raw -348310.393922 + Penalty 2718.616543 = -345591.777379
  nChanged 8
		SP:Iteration 25Q (15121.380000 sec): 3 clusters
  Score: Raw -348312.307033 + Penalty 2718.616543 = -345593.690490
  nChanged 7
		SP:Iteration 26Q (15121.460000 sec): 3 clusters
  Score: Raw -348313.438009 + Penalty 2718.616543 = -345594.821466
  nChanged 5
		SP:Iteration 27Q (15121.550000 sec): 3 clusters
  Score: Raw -348314.452887 + Penalty 2718.616543 = -345595.836344
  nChanged 3
		SP:Iteration 28Q (15121.630000 sec): 3 clusters
  Score: Raw -348314.813442 + Penalty 2718.616543 = -345596.196899
  nChanged 4
		SP:Iteration 29Q (15121.720000 sec): 3 clusters
  Score: Raw -348315.502586 + Penalty 2718.616543 = -345596.886043
  nChanged 2
		SP:Iteration 30Q (15121.800000 sec): 3 clusters
  Score: Raw -348315.621819 + Penalty 2718.616543 = -345597.005276
  nChanged 2
		SP:Iteration 31Q (15121.890000 sec): 3 clusters
  Score: Raw -348316.112778 + Penalty 2718.616543 = -345597.496235
  nChanged 1
		SP:Iteration 32Q (15121.970000 sec): 3 clusters
  Score: Raw -348316.305300 + Penalty 2718.616543 = -345597.688757
  nChanged 5
		SP:Iteration 33Q (15122.060000 sec): 3 clusters
  Score: Raw -348317.072370 + Penalty 2718.616543 = -345598.455827
  nChanged 2
		SP:Iteration 34Q (15122.140000 sec): 3 clusters
  Score: Raw -348317.298719 + Penalty 2718.616543 = -345598.682176
  nChanged 2
		SP:Iteration 35Q (15122.230000 sec): 3 clusters
  Score: Raw -348317.578443 + Penalty 2718.616543 = -345598.961900
  nChanged 2
		SP:Iteration 36Q (15122.310000 sec): 3 clusters
  Score: Raw -348318.604935 + Penalty 2718.616543 = -345599.988392
  nChanged 2
		SP:Iteration 37Q (15122.400000 sec): 3 clusters
  Score: Raw -348319.111170 + Penalty 2718.616543 = -345600.494627
  nChanged 3
		SP:Iteration 38Q (15122.480000 sec): 3 clusters
  Score: Raw -348319.762961 + Penalty 2718.616543 = -345601.146418
  nChanged 6
		SP:Iteration 39Q (15122.560000 sec): 3 clusters
  Score: Raw -348320.888619 + Penalty 2718.616543 = -345602.272076
  nChanged 5
		SP:Iteration 40F (15122.650000 sec): 3 clusters
  Score: Raw -348321.528460 + Penalty 2718.616543 = -345602.911917
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 94 (6292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15122.770000 sec): 2 clusters
  Score: Raw -538800.378171 + Penalty 1421.393068 = -537378.985104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15122.980000 sec): 3 clusters
  Score: Raw -535403.927058 + Penalty 2842.786136 = -532561.140922
  nChanged 2583
		SP:Iteration 1F (15123.190000 sec): 3 clusters
  Score: Raw -537296.773896 + Penalty 2842.786136 = -534453.987760
  nChanged 660
		SP:Iteration 2F (15123.400000 sec): 3 clusters
  Score: Raw -538013.209832 + Penalty 2842.786136 = -535170.423696
  nChanged 601
		SP:Iteration 3F (15123.610000 sec): 3 clusters
  Score: Raw -538569.041210 + Penalty 2842.786136 = -535726.255074
  nChanged 462
		SP:Iteration 4F (15123.820000 sec): 3 clusters
  Score: Raw -538902.068288 + Penalty 2842.786136 = -536059.282152
  nChanged 297
		SP:Iteration 5Q (15124.020000 sec): 3 clusters
  Score: Raw -539060.987070 + Penalty 2842.786136 = -536218.200934
  nChanged 212
		SP:Iteration 6Q (15124.230000 sec): 3 clusters
  Score: Raw -539156.322850 + Penalty 2842.786136 = -536313.536715
  nChanged 163
		SP:Iteration 7Q (15124.440000 sec): 3 clusters
  Score: Raw -539223.373293 + Penalty 2842.786136 = -536380.587158
  nChanged 117
		SP:Iteration 8Q (15124.650000 sec): 3 clusters
  Score: Raw -539258.856532 + Penalty 2842.786136 = -536416.070396
  nChanged 73
		SP:Iteration 9Q (15124.860000 sec): 3 clusters
  Score: Raw -539280.553908 + Penalty 2842.786136 = -536437.767772
  nChanged 79
		SP:Iteration 10Q (15125.060000 sec): 3 clusters
  Score: Raw -539305.756566 + Penalty 2842.786136 = -536462.970430
  nChanged 61
		SP:Iteration 11Q (15125.270000 sec): 3 clusters
  Score: Raw -539322.078500 + Penalty 2842.786136 = -536479.292364
  nChanged 49
		SP:Iteration 12Q (15125.480000 sec): 3 clusters
  Score: Raw -539332.636357 + Penalty 2842.786136 = -536489.850222
  nChanged 30
		SP:Iteration 13Q (15125.690000 sec): 3 clusters
  Score: Raw -539340.160576 + Penalty 2842.786136 = -536497.374441
  nChanged 31
		SP:Iteration 14Q (15125.900000 sec): 3 clusters
  Score: Raw -539347.435715 + Penalty 2842.786136 = -536504.649579
  nChanged 26
		SP:Iteration 15Q (15126.100000 sec): 3 clusters
  Score: Raw -539352.778325 + Penalty 2842.786136 = -536509.992189
  nChanged 30
		SP:Iteration 16Q (15126.310000 sec): 3 clusters
  Score: Raw -539359.216768 + Penalty 2842.786136 = -536516.430633
  nChanged 22
		SP:Iteration 17Q (15126.520000 sec): 3 clusters
  Score: Raw -539362.402241 + Penalty 2842.786136 = -536519.616105
  nChanged 16
		SP:Iteration 18Q (15126.730000 sec): 3 clusters
  Score: Raw -539364.552528 + Penalty 2842.786136 = -536521.766392
  nChanged 9
		SP:Iteration 19Q (15126.940000 sec): 3 clusters
  Score: Raw -539365.593810 + Penalty 2842.786136 = -536522.807675
  nChanged 6
		SP:Iteration 20F (15127.150000 sec): 3 clusters
  Score: Raw -539366.146859 + Penalty 2842.786136 = -536523.360724
  nChanged 2
		SP:Iteration 21Q (15127.400000 sec): 3 clusters
  Score: Raw -539366.256755 + Penalty 2842.786136 = -536523.470619
  nChanged 3
		SP:Iteration 22Q (15127.570000 sec): 3 clusters
  Score: Raw -539366.529556 + Penalty 2842.786136 = -536523.743420
  nChanged 2
		SP:Iteration 23Q (15127.790000 sec): 3 clusters
  Score: Raw -539366.808258 + Penalty 2842.786136 = -536524.022122
  nChanged 5
		SP:Iteration 24Q (15128.070000 sec): 3 clusters
  Score: Raw -539367.395949 + Penalty 2842.786136 = -536524.609813
  nChanged 4
		SP:Iteration 25Q (15128.230000 sec): 3 clusters
  Score: Raw -539367.747843 + Penalty 2842.786136 = -536524.961707
  nChanged 2
		SP:Iteration 26Q (15128.430000 sec): 3 clusters
  Score: Raw -539368.237825 + Penalty 2842.786136 = -536525.451689
  nChanged 4
		SP:Iteration 27Q (15128.640000 sec): 3 clusters
  Score: Raw -539368.556522 + Penalty 2842.786136 = -536525.770387
  nChanged 1
		SP:Iteration 28Q (15128.840000 sec): 3 clusters
  Score: Raw -539368.633791 + Penalty 2842.786136 = -536525.847656
  nChanged 0
		SP:Iteration 29F (15129.060000 sec): 3 clusters
  Score: Raw -539368.633791 + Penalty 2842.786136 = -536525.847656
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 95 (3575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15129.160000 sec): 2 clusters
  Score: Raw -272925.608636 + Penalty 1329.529574 = -271596.079062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15129.330000 sec): 3 clusters
  Score: Raw -271185.676044 + Penalty 2659.059148 = -268526.616897
  nChanged 1364
		SP:Iteration 1F (15129.510000 sec): 3 clusters
  Score: Raw -272182.912120 + Penalty 2659.059148 = -269523.852972
  nChanged 372
		SP:Iteration 2F (15129.680000 sec): 3 clusters
  Score: Raw -272506.430870 + Penalty 2659.059148 = -269847.371722
  nChanged 245
		SP:Iteration 3F (15129.860000 sec): 3 clusters
  Score: Raw -272724.903363 + Penalty 2659.059148 = -270065.844215
  nChanged 184
		SP:Iteration 4F (15130.040000 sec): 3 clusters
  Score: Raw -272868.894782 + Penalty 2659.059148 = -270209.835634
  nChanged 122
		SP:Iteration 5Q (15130.210000 sec): 3 clusters
  Score: Raw -272949.809867 + Penalty 2659.059148 = -270290.750719
  nChanged 103
		SP:Iteration 6Q (15130.390000 sec): 3 clusters
  Score: Raw -273005.572626 + Penalty 2659.059148 = -270346.513478
  nChanged 70
		SP:Iteration 7Q (15130.560000 sec): 3 clusters
  Score: Raw -273048.514329 + Penalty 2659.059148 = -270389.455181
  nChanged 63
		SP:Iteration 8Q (15130.740000 sec): 3 clusters
  Score: Raw -273085.412321 + Penalty 2659.059148 = -270426.353173
  nChanged 61
		SP:Iteration 9Q (15130.920000 sec): 3 clusters
  Score: Raw -273121.087780 + Penalty 2659.059148 = -270462.028632
  nChanged 47
		SP:Iteration 10Q (15131.090000 sec): 3 clusters
  Score: Raw -273148.437547 + Penalty 2659.059148 = -270489.378399
  nChanged 39
		SP:Iteration 11Q (15131.270000 sec): 3 clusters
  Score: Raw -273168.430461 + Penalty 2659.059148 = -270509.371313
  nChanged 44
		SP:Iteration 12Q (15131.440000 sec): 3 clusters
  Score: Raw -273194.121255 + Penalty 2659.059148 = -270535.062107
  nChanged 46
		SP:Iteration 13Q (15131.620000 sec): 3 clusters
  Score: Raw -273220.259080 + Penalty 2659.059148 = -270561.199932
  nChanged 41
		SP:Iteration 14Q (15131.800000 sec): 3 clusters
  Score: Raw -273236.489425 + Penalty 2659.059148 = -270577.430277
  nChanged 32
		SP:Iteration 15Q (15131.970000 sec): 3 clusters
  Score: Raw -273250.237293 + Penalty 2659.059148 = -270591.178145
  nChanged 27
		SP:Iteration 16Q (15132.150000 sec): 3 clusters
  Score: Raw -273261.991767 + Penalty 2659.059148 = -270602.932619
  nChanged 23
		SP:Iteration 17Q (15132.320000 sec): 3 clusters
  Score: Raw -273271.816261 + Penalty 2659.059148 = -270612.757113
  nChanged 21
		SP:Iteration 18Q (15132.500000 sec): 3 clusters
  Score: Raw -273283.924075 + Penalty 2659.059148 = -270624.864927
  nChanged 31
		SP:Iteration 19Q (15132.680000 sec): 3 clusters
  Score: Raw -273298.599632 + Penalty 2659.059148 = -270639.540485
  nChanged 27
		SP:Iteration 20F (15132.850000 sec): 3 clusters
  Score: Raw -273310.306969 + Penalty 2659.059148 = -270651.247821
  nChanged 24
		SP:Iteration 21Q (15133.030000 sec): 3 clusters
  Score: Raw -273328.289814 + Penalty 2659.059148 = -270669.230666
  nChanged 31
		SP:Iteration 22Q (15133.200000 sec): 3 clusters
  Score: Raw -273348.631009 + Penalty 2659.059148 = -270689.571861
  nChanged 37
		SP:Iteration 23Q (15133.380000 sec): 3 clusters
  Score: Raw -273381.575719 + Penalty 2659.059148 = -270722.516571
  nChanged 28
		SP:Iteration 24Q (15133.550000 sec): 3 clusters
  Score: Raw -273399.292629 + Penalty 2659.059148 = -270740.233481
  nChanged 30
		SP:Iteration 25Q (15133.730000 sec): 3 clusters
  Score: Raw -273416.812759 + Penalty 2659.059148 = -270757.753611
  nChanged 22
		SP:Iteration 26Q (15133.900000 sec): 3 clusters
  Score: Raw -273431.085466 + Penalty 2659.059148 = -270772.026318
  nChanged 29
		SP:Iteration 27Q (15134.080000 sec): 3 clusters
  Score: Raw -273448.128286 + Penalty 2659.059148 = -270789.069138
  nChanged 18
		SP:Iteration 28Q (15134.260000 sec): 3 clusters
  Score: Raw -273455.519075 + Penalty 2659.059148 = -270796.459927
  nChanged 14
		SP:Iteration 29Q (15134.430000 sec): 3 clusters
  Score: Raw -273459.736244 + Penalty 2659.059148 = -270800.677096
  nChanged 7
		SP:Iteration 30Q (15134.610000 sec): 3 clusters
  Score: Raw -273462.747152 + Penalty 2659.059148 = -270803.688004
  nChanged 6
		SP:Iteration 31Q (15134.780000 sec): 3 clusters
  Score: Raw -273464.426727 + Penalty 2659.059148 = -270805.367579
  nChanged 3
		SP:Iteration 32Q (15134.960000 sec): 3 clusters
  Score: Raw -273465.643908 + Penalty 2659.059148 = -270806.584760
  nChanged 4
		SP:Iteration 33Q (15135.140000 sec): 3 clusters
  Score: Raw -273466.975156 + Penalty 2659.059148 = -270807.916008
  nChanged 2
		SP:Iteration 34Q (15135.310000 sec): 3 clusters
  Score: Raw -273467.747936 + Penalty 2659.059148 = -270808.688788
  nChanged 5
		SP:Iteration 35Q (15135.490000 sec): 3 clusters
  Score: Raw -273469.061407 + Penalty 2659.059148 = -270810.002259
  nChanged 4
		SP:Iteration 36Q (15135.660000 sec): 3 clusters
  Score: Raw -273470.028111 + Penalty 2659.059148 = -270810.968963
  nChanged 4
		SP:Iteration 37Q (15135.840000 sec): 3 clusters
  Score: Raw -273470.955327 + Penalty 2659.059148 = -270811.896179
  nChanged 5
		SP:Iteration 38Q (15136.020000 sec): 3 clusters
  Score: Raw -273472.840462 + Penalty 2659.059148 = -270813.781315
  nChanged 2
		SP:Iteration 39Q (15136.190000 sec): 3 clusters
  Score: Raw -273473.365689 + Penalty 2659.059148 = -270814.306541
  nChanged 4
		SP:Iteration 40F (15136.370000 sec): 3 clusters
  Score: Raw -273474.400933 + Penalty 2659.059148 = -270815.341785
  nChanged 2
		SP:Iteration 41Q (15136.540000 sec): 3 clusters
  Score: Raw -273474.947974 + Penalty 2659.059148 = -270815.888826
  nChanged 3
		SP:Iteration 42Q (15136.720000 sec): 3 clusters
  Score: Raw -273476.379866 + Penalty 2659.059148 = -270817.320718
  nChanged 4
		SP:Iteration 43Q (15136.900000 sec): 3 clusters
  Score: Raw -273478.140904 + Penalty 2659.059148 = -270819.081756
  nChanged 6
		SP:Iteration 44Q (15137.070000 sec): 3 clusters
  Score: Raw -273480.789114 + Penalty 2659.059148 = -270821.729966
  nChanged 7
		SP:Iteration 45Q (15137.250000 sec): 3 clusters
  Score: Raw -273483.093833 + Penalty 2659.059148 = -270824.034685
  nChanged 7
		SP:Iteration 46Q (15137.420000 sec): 3 clusters
  Score: Raw -273486.007190 + Penalty 2659.059148 = -270826.948042
  nChanged 11
		SP:Iteration 47Q (15137.600000 sec): 3 clusters
  Score: Raw -273491.235154 + Penalty 2659.059148 = -270832.176006
  nChanged 12
		SP:Iteration 48Q (15137.780000 sec): 3 clusters
  Score: Raw -273495.803319 + Penalty 2659.059148 = -270836.744171
  nChanged 12
		SP:Iteration 49Q (15137.950000 sec): 3 clusters
  Score: Raw -273500.338607 + Penalty 2659.059148 = -270841.279459
  nChanged 6
		SP:Iteration 50Q (15138.120000 sec): 3 clusters
  Score: Raw -273505.346465 + Penalty 2659.059148 = -270846.287317
  nChanged 12
		SP:Iteration 51Q (15138.300000 sec): 3 clusters
  Score: Raw -273511.994693 + Penalty 2659.059148 = -270852.935545
  nChanged 16
		SP:Iteration 52Q (15138.480000 sec): 3 clusters
  Score: Raw -273518.980970 + Penalty 2659.059148 = -270859.921822
  nChanged 14
		SP:Iteration 53Q (15138.650000 sec): 3 clusters
  Score: Raw -273525.509842 + Penalty 2659.059148 = -270866.450694
  nChanged 14
		SP:Iteration 54Q (15138.830000 sec): 3 clusters
  Score: Raw -273531.499412 + Penalty 2659.059148 = -270872.440264
  nChanged 16
		SP:Iteration 55Q (15139.000000 sec): 3 clusters
  Score: Raw -273537.669781 + Penalty 2659.059148 = -270878.610633
  nChanged 15
		SP:Iteration 56Q (15139.180000 sec): 3 clusters
  Score: Raw -273544.023562 + Penalty 2659.059148 = -270884.964415
  nChanged 16
		SP:Iteration 57Q (15139.360000 sec): 3 clusters
  Score: Raw -273549.718058 + Penalty 2659.059148 = -270890.658911
  nChanged 15
		SP:Iteration 58Q (15139.530000 sec): 3 clusters
  Score: Raw -273556.559213 + Penalty 2659.059148 = -270897.500066
  nChanged 13
		SP:Iteration 59Q (15139.710000 sec): 3 clusters
  Score: Raw -273563.683121 + Penalty 2659.059148 = -270904.623973
  nChanged 11
		SP:Iteration 60F (15139.880000 sec): 3 clusters
  Score: Raw -273568.484122 + Penalty 2659.059148 = -270909.424974
  nChanged 13
		SP:Iteration 61Q (15140.060000 sec): 3 clusters
  Score: Raw -273574.746354 + Penalty 2659.059148 = -270915.687206
  nChanged 14
		SP:Iteration 62Q (15140.240000 sec): 3 clusters
  Score: Raw -273580.113590 + Penalty 2659.059148 = -270921.054442
  nChanged 12
		SP:Iteration 63Q (15140.410000 sec): 3 clusters
  Score: Raw -273583.178734 + Penalty 2659.059148 = -270924.119586
  nChanged 8
		SP:Iteration 64Q (15140.590000 sec): 3 clusters
  Score: Raw -273588.272202 + Penalty 2659.059148 = -270929.213054
  nChanged 10
		SP:Iteration 65Q (15140.760000 sec): 3 clusters
  Score: Raw -273593.150968 + Penalty 2659.059148 = -270934.091820
  nChanged 10
		SP:Iteration 66Q (15140.940000 sec): 3 clusters
  Score: Raw -273596.316977 + Penalty 2659.059148 = -270937.257829
  nChanged 5
		SP:Iteration 67Q (15141.120000 sec): 3 clusters
  Score: Raw -273598.244668 + Penalty 2659.059148 = -270939.185520
  nChanged 8
		SP:Iteration 68Q (15141.290000 sec): 3 clusters
  Score: Raw -273600.623583 + Penalty 2659.059148 = -270941.564435
  nChanged 4
		SP:Iteration 69Q (15141.460000 sec): 3 clusters
  Score: Raw -273602.218469 + Penalty 2659.059148 = -270943.159321
  nChanged 4
		SP:Iteration 70Q (15141.640000 sec): 3 clusters
  Score: Raw -273603.653750 + Penalty 2659.059148 = -270944.594602
  nChanged 6
		SP:Iteration 71Q (15141.820000 sec): 3 clusters
  Score: Raw -273605.370454 + Penalty 2659.059148 = -270946.311306
  nChanged 5
		SP:Iteration 72Q (15141.990000 sec): 3 clusters
  Score: Raw -273606.497255 + Penalty 2659.059148 = -270947.438107
  nChanged 2
		SP:Iteration 73Q (15142.170000 sec): 3 clusters
  Score: Raw -273607.067066 + Penalty 2659.059148 = -270948.007918
  nChanged 3
		SP:Iteration 74Q (15142.340000 sec): 3 clusters
  Score: Raw -273607.541379 + Penalty 2659.059148 = -270948.482231
  nChanged 2
		SP:Iteration 75Q (15142.520000 sec): 3 clusters
  Score: Raw -273607.838094 + Penalty 2659.059148 = -270948.778946
  nChanged 1
		SP:Iteration 76Q (15142.700000 sec): 3 clusters
  Score: Raw -273607.992774 + Penalty 2659.059148 = -270948.933626
  nChanged 1
		SP:Iteration 77Q (15142.870000 sec): 3 clusters
  Score: Raw -273608.863942 + Penalty 2659.059148 = -270949.804794
  nChanged 3
		SP:Iteration 78Q (15143.050000 sec): 3 clusters
  Score: Raw -273609.676719 + Penalty 2659.059148 = -270950.617572
  nChanged 3
		SP:Iteration 79Q (15143.220000 sec): 3 clusters
  Score: Raw -273610.366915 + Penalty 2659.059148 = -270951.307767
  nChanged 1
		SP:Iteration 80F (15143.400000 sec): 3 clusters
  Score: Raw -273610.904727 + Penalty 2659.059148 = -270951.845579
  nChanged 1
		SP:Iteration 81Q (15143.580000 sec): 3 clusters
  Score: Raw -273611.336432 + Penalty 2659.059148 = -270952.277285
  nChanged 1
		SP:Iteration 82Q (15143.750000 sec): 3 clusters
  Score: Raw -273611.659557 + Penalty 2659.059148 = -270952.600409
  nChanged 0
		SP:Iteration 83F (15143.930000 sec): 3 clusters
  Score: Raw -273611.659557 + Penalty 2659.059148 = -270952.600409
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 96 (3646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15144.040000 sec): 2 clusters
  Score: Raw -219212.761813 + Penalty 1332.725218 = -217880.036595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15144.220000 sec): 3 clusters
  Score: Raw -217508.132076 + Penalty 2665.450435 = -214842.681640
  nChanged 1421
		SP:Iteration 1F (15144.350000 sec): 3 clusters
  Score: Raw -218733.875203 + Penalty 2665.450435 = -216068.424768
  nChanged 408
		SP:Iteration 2F (15144.430000 sec): 3 clusters
  Score: Raw -219282.955220 + Penalty 2665.450435 = -216617.504785
  nChanged 334
		SP:Iteration 3F (15144.500000 sec): 3 clusters
  Score: Raw -219664.661718 + Penalty 2665.450435 = -216999.211283
  nChanged 230
		SP:Iteration 4F (15144.580000 sec): 3 clusters
  Score: Raw -219915.726765 + Penalty 2665.450435 = -217250.276329
  nChanged 158
		SP:Iteration 5Q (15144.650000 sec): 3 clusters
  Score: Raw -220049.734212 + Penalty 2665.450435 = -217384.283777
  nChanged 107
		SP:Iteration 6Q (15144.730000 sec): 3 clusters
  Score: Raw -220114.748934 + Penalty 2665.450435 = -217449.298498
  nChanged 74
		SP:Iteration 7Q (15144.810000 sec): 3 clusters
  Score: Raw -220160.176064 + Penalty 2665.450435 = -217494.725628
  nChanged 65
		SP:Iteration 8Q (15144.880000 sec): 3 clusters
  Score: Raw -220195.116961 + Penalty 2665.450435 = -217529.666526
  nChanged 48
		SP:Iteration 9Q (15144.960000 sec): 3 clusters
  Score: Raw -220216.435403 + Penalty 2665.450435 = -217550.984968
  nChanged 45
		SP:Iteration 10Q (15145.030000 sec): 3 clusters
  Score: Raw -220237.066131 + Penalty 2665.450435 = -217571.615695
  nChanged 44
		SP:Iteration 11Q (15145.110000 sec): 3 clusters
  Score: Raw -220252.746887 + Penalty 2665.450435 = -217587.296452
  nChanged 28
		SP:Iteration 12Q (15145.180000 sec): 3 clusters
  Score: Raw -220262.935478 + Penalty 2665.450435 = -217597.485043
  nChanged 18
		SP:Iteration 13Q (15145.260000 sec): 3 clusters
  Score: Raw -220268.908452 + Penalty 2665.450435 = -217603.458017
  nChanged 17
		SP:Iteration 14Q (15145.330000 sec): 3 clusters
  Score: Raw -220274.823510 + Penalty 2665.450435 = -217609.373075
  nChanged 14
		SP:Iteration 15Q (15145.410000 sec): 3 clusters
  Score: Raw -220278.157620 + Penalty 2665.450435 = -217612.707185
  nChanged 6
		SP:Iteration 16Q (15145.480000 sec): 3 clusters
  Score: Raw -220279.811557 + Penalty 2665.450435 = -217614.361121
  nChanged 3
		SP:Iteration 17Q (15145.560000 sec): 3 clusters
  Score: Raw -220281.640674 + Penalty 2665.450435 = -217616.190238
  nChanged 6
		SP:Iteration 18Q (15145.630000 sec): 3 clusters
  Score: Raw -220282.874436 + Penalty 2665.450435 = -217617.424000
  nChanged 0
		SP:Iteration 19F (15145.790000 sec): 3 clusters
  Score: Raw -220282.874436 + Penalty 2665.450435 = -217617.424000
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 97 (3048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15145.860000 sec): 2 clusters
  Score: Raw -269286.624952 + Penalty 1303.614149 = -267983.010803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15146.010000 sec): 3 clusters
  Score: Raw -267847.255131 + Penalty 2607.228298 = -265240.026833
  nChanged 1138
		SP:Iteration 1F (15146.070000 sec): 3 clusters
  Score: Raw -268573.013390 + Penalty 2607.228298 = -265965.785092
  nChanged 274
		SP:Iteration 2F (15146.130000 sec): 3 clusters
  Score: Raw -268756.509174 + Penalty 2607.228298 = -266149.280876
  nChanged 161
		SP:Iteration 3F (15146.190000 sec): 3 clusters
  Score: Raw -268865.680990 + Penalty 2607.228298 = -266258.452692
  nChanged 131
		SP:Iteration 4Q (15146.250000 sec): 3 clusters
  Score: Raw -268955.012359 + Penalty 2607.228298 = -266347.784061
  nChanged 110
		SP:Iteration 5Q (15146.310000 sec): 3 clusters
  Score: Raw -269019.249844 + Penalty 2607.228298 = -266412.021546
  nChanged 91
		SP:Iteration 6Q (15146.380000 sec): 3 clusters
  Score: Raw -269080.072413 + Penalty 2607.228298 = -266472.844115
  nChanged 78
		SP:Iteration 7Q (15146.440000 sec): 3 clusters
  Score: Raw -269123.808589 + Penalty 2607.228298 = -266516.580291
  nChanged 74
		SP:Iteration 8Q (15146.500000 sec): 3 clusters
  Score: Raw -269168.685203 + Penalty 2607.228298 = -266561.456905
  nChanged 63
		SP:Iteration 9Q (15146.570000 sec): 3 clusters
  Score: Raw -269201.090879 + Penalty 2607.228298 = -266593.862581
  nChanged 51
		SP:Iteration 10Q (15146.630000 sec): 3 clusters
  Score: Raw -269229.335550 + Penalty 2607.228298 = -266622.107252
  nChanged 53
		SP:Iteration 11Q (15146.700000 sec): 3 clusters
  Score: Raw -269259.006350 + Penalty 2607.228298 = -266651.778052
  nChanged 53
		SP:Iteration 12Q (15146.810000 sec): 3 clusters
  Score: Raw -269285.463683 + Penalty 2607.228298 = -266678.235385
  nChanged 47
		SP:Iteration 13Q (15146.870000 sec): 3 clusters
  Score: Raw -269317.655729 + Penalty 2607.228298 = -266710.427431
  nChanged 47
		SP:Iteration 14Q (15146.930000 sec): 3 clusters
  Score: Raw -269344.680258 + Penalty 2607.228298 = -266737.451960
  nChanged 49
		SP:Iteration 15Q (15146.990000 sec): 3 clusters
  Score: Raw -269368.749022 + Penalty 2607.228298 = -266761.520724
  nChanged 34
		SP:Iteration 16Q (15147.040000 sec): 3 clusters
  Score: Raw -269389.378343 + Penalty 2607.228298 = -266782.150045
  nChanged 46
		SP:Iteration 17Q (15147.100000 sec): 3 clusters
  Score: Raw -269415.868368 + Penalty 2607.228298 = -266808.640070
  nChanged 51
		SP:Iteration 18Q (15147.160000 sec): 3 clusters
  Score: Raw -269445.507084 + Penalty 2607.228298 = -266838.278786
  nChanged 50
		SP:Iteration 19Q (15147.220000 sec): 3 clusters
  Score: Raw -269476.117840 + Penalty 2607.228298 = -266868.889542
  nChanged 58
		SP:Iteration 20F (15147.280000 sec): 3 clusters
  Score: Raw -269510.794247 + Penalty 2607.228298 = -266903.565949
  nChanged 60
		SP:Iteration 21Q (15147.340000 sec): 3 clusters
  Score: Raw -269550.589249 + Penalty 2607.228298 = -266943.360951
  nChanged 64
		SP:Iteration 22Q (15147.400000 sec): 3 clusters
  Score: Raw -269603.228994 + Penalty 2607.228298 = -266996.000697
  nChanged 69
		SP:Iteration 23Q (15147.460000 sec): 3 clusters
  Score: Raw -269657.640954 + Penalty 2607.228298 = -267050.412656
  nChanged 59
		SP:Iteration 24Q (15147.520000 sec): 3 clusters
  Score: Raw -269691.723155 + Penalty 2607.228298 = -267084.494857
  nChanged 48
		SP:Iteration 25Q (15147.570000 sec): 3 clusters
  Score: Raw -269727.281798 + Penalty 2607.228298 = -267120.053500
  nChanged 45
		SP:Iteration 26Q (15147.630000 sec): 3 clusters
  Score: Raw -269762.791156 + Penalty 2607.228298 = -267155.562858
  nChanged 46
		SP:Iteration 27Q (15147.690000 sec): 3 clusters
  Score: Raw -269799.882603 + Penalty 2607.228298 = -267192.654305
  nChanged 53
		SP:Iteration 28Q (15147.750000 sec): 3 clusters
  Score: Raw -269851.400130 + Penalty 2607.228298 = -267244.171832
  nChanged 48
		SP:Iteration 29Q (15147.810000 sec): 3 clusters
  Score: Raw -269896.476522 + Penalty 2607.228298 = -267289.248224
  nChanged 51
		SP:Iteration 30Q (15147.870000 sec): 3 clusters
  Score: Raw -269942.948599 + Penalty 2607.228298 = -267335.720301
  nChanged 38
		SP:Iteration 31Q (15147.930000 sec): 3 clusters
  Score: Raw -269971.772843 + Penalty 2607.228298 = -267364.544545
  nChanged 31
		SP:Iteration 32Q (15147.990000 sec): 3 clusters
  Score: Raw -269990.426424 + Penalty 2607.228298 = -267383.198126
  nChanged 16
		SP:Iteration 33Q (15148.050000 sec): 3 clusters
  Score: Raw -270000.695755 + Penalty 2607.228298 = -267393.467457
  nChanged 8
		SP:Iteration 34Q (15148.100000 sec): 3 clusters
  Score: Raw -270004.164033 + Penalty 2607.228298 = -267396.935735
  nChanged 6
		SP:Iteration 35Q (15148.270000 sec): 3 clusters
  Score: Raw -270006.296050 + Penalty 2607.228298 = -267399.067752
  nChanged 3
		SP:Iteration 36Q (15148.450000 sec): 3 clusters
  Score: Raw -270007.069928 + Penalty 2607.228298 = -267399.841630
  nChanged 2
		SP:Iteration 37Q (15148.620000 sec): 3 clusters
  Score: Raw -270007.972682 + Penalty 2607.228298 = -267400.744385
  nChanged 4
		SP:Iteration 38Q (15148.800000 sec): 3 clusters
  Score: Raw -270009.584326 + Penalty 2607.228298 = -267402.356028
  nChanged 3
		SP:Iteration 39Q (15148.970000 sec): 3 clusters
  Score: Raw -270010.820837 + Penalty 2607.228298 = -267403.592539
  nChanged 2
		SP:Iteration 40F (15149.150000 sec): 3 clusters
  Score: Raw -270011.487428 + Penalty 2607.228298 = -267404.259130
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 98 (1711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15149.240000 sec): 2 clusters
  Score: Raw -149790.415821 + Penalty 1209.785407 = -148580.630414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15149.410000 sec): 3 clusters
  Score: Raw -149113.429472 + Penalty 2419.570814 = -146693.858658
  nChanged 556
		SP:Iteration 1F (15149.590000 sec): 3 clusters
  Score: Raw -149551.413173 + Penalty 2419.570814 = -147131.842359
  nChanged 148
		SP:Iteration 2F (15149.770000 sec): 3 clusters
  Score: Raw -149678.017923 + Penalty 2419.570814 = -147258.447109
  nChanged 85
		SP:Iteration 3Q (15149.940000 sec): 3 clusters
  Score: Raw -149747.583537 + Penalty 2419.570814 = -147328.012723
  nChanged 55
		SP:Iteration 4Q (15150.120000 sec): 3 clusters
  Score: Raw -149789.396774 + Penalty 2419.570814 = -147369.825960
  nChanged 43
		SP:Iteration 5Q (15150.290000 sec): 3 clusters
  Score: Raw -149814.365465 + Penalty 2419.570814 = -147394.794651
  nChanged 31
		SP:Iteration 6Q (15150.470000 sec): 3 clusters
  Score: Raw -149831.784916 + Penalty 2419.570814 = -147412.214102
  nChanged 18
		SP:Iteration 7Q (15150.640000 sec): 3 clusters
  Score: Raw -149843.954376 + Penalty 2419.570814 = -147424.383562
  nChanged 14
		SP:Iteration 8Q (15150.820000 sec): 3 clusters
  Score: Raw -149855.781904 + Penalty 2419.570814 = -147436.211090
  nChanged 14
		SP:Iteration 9Q (15150.990000 sec): 3 clusters
  Score: Raw -149865.621559 + Penalty 2419.570814 = -147446.050745
  nChanged 13
		SP:Iteration 10Q (15151.170000 sec): 3 clusters
  Score: Raw -149872.850062 + Penalty 2419.570814 = -147453.279248
  nChanged 13
		SP:Iteration 11Q (15151.350000 sec): 3 clusters
  Score: Raw -149879.404226 + Penalty 2419.570814 = -147459.833412
  nChanged 15
		SP:Iteration 12Q (15151.520000 sec): 3 clusters
  Score: Raw -149886.813483 + Penalty 2419.570814 = -147467.242668
  nChanged 13
		SP:Iteration 13Q (15151.700000 sec): 3 clusters
  Score: Raw -149895.876202 + Penalty 2419.570814 = -147476.305387
  nChanged 18
		SP:Iteration 14Q (15151.870000 sec): 3 clusters
  Score: Raw -149910.498529 + Penalty 2419.570814 = -147490.927715
  nChanged 15
		SP:Iteration 15Q (15152.050000 sec): 3 clusters
  Score: Raw -149918.843143 + Penalty 2419.570814 = -147499.272329
  nChanged 12
		SP:Iteration 16Q (15152.230000 sec): 3 clusters
  Score: Raw -149926.569236 + Penalty 2419.570814 = -147506.998422
  nChanged 7
		SP:Iteration 17Q (15152.400000 sec): 3 clusters
  Score: Raw -149931.783050 + Penalty 2419.570814 = -147512.212236
  nChanged 7
		SP:Iteration 18Q (15152.580000 sec): 3 clusters
  Score: Raw -149936.173105 + Penalty 2419.570814 = -147516.602291
  nChanged 8
		SP:Iteration 19Q (15152.750000 sec): 3 clusters
  Score: Raw -149939.736650 + Penalty 2419.570814 = -147520.165836
  nChanged 7
		SP:Iteration 20F (15152.930000 sec): 3 clusters
  Score: Raw -149945.076506 + Penalty 2419.570814 = -147525.505692
  nChanged 8
		SP:Iteration 21Q (15153.110000 sec): 3 clusters
  Score: Raw -149950.526831 + Penalty 2419.570814 = -147530.956017
  nChanged 5
		SP:Iteration 22Q (15153.280000 sec): 3 clusters
  Score: Raw -149952.171439 + Penalty 2419.570814 = -147532.600625
  nChanged 3
		SP:Iteration 23Q (15153.460000 sec): 3 clusters
  Score: Raw -149953.402390 + Penalty 2419.570814 = -147533.831576
  nChanged 1
		SP:Iteration 24Q (15153.630000 sec): 3 clusters
  Score: Raw -149953.826430 + Penalty 2419.570814 = -147534.255616
  nChanged 1
		SP:Iteration 25Q (15153.810000 sec): 3 clusters
  Score: Raw -149954.861241 + Penalty 2419.570814 = -147535.290427
  nChanged 1
		SP:Iteration 26Q (15153.970000 sec): 3 clusters
  Score: Raw -149955.481449 + Penalty 2419.570814 = -147535.910635
  nChanged 3
		SP:Iteration 27Q (15154.130000 sec): 3 clusters
  Score: Raw -149957.096358 + Penalty 2419.570814 = -147537.525544
  nChanged 1
		SP:Iteration 28Q (15154.290000 sec): 3 clusters
  Score: Raw -149957.698931 + Penalty 2419.570814 = -147538.128117
  nChanged 0
		SP:Iteration 29F (15154.450000 sec): 3 clusters
  Score: Raw -149957.698931 + Penalty 2419.570814 = -147538.128117
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 99 (6365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15154.560000 sec): 2 clusters
  Score: Raw -553929.183995 + Penalty 1423.267546 = -552505.916449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15154.820000 sec): 3 clusters
  Score: Raw -550524.271026 + Penalty 2846.535091 = -547677.735935
  nChanged 2677
		SP:Iteration 1F (15154.980000 sec): 3 clusters
  Score: Raw -552105.163088 + Penalty 2846.535091 = -549258.627997
  nChanged 553
		SP:Iteration 2F (15155.130000 sec): 3 clusters
  Score: Raw -552506.019054 + Penalty 2846.535091 = -549659.483963
  nChanged 469
		SP:Iteration 3F (15155.290000 sec): 3 clusters
  Score: Raw -552857.772355 + Penalty 2846.535091 = -550011.237264
  nChanged 410
		SP:Iteration 4F (15155.490000 sec): 3 clusters
  Score: Raw -553163.854672 + Penalty 2846.535091 = -550317.319581
  nChanged 353
		SP:Iteration 5F (15155.710000 sec): 3 clusters
  Score: Raw -553436.895060 + Penalty 2846.535091 = -550590.359969
  nChanged 301
		SP:Iteration 6Q (15155.890000 sec): 3 clusters
  Score: Raw -553688.573010 + Penalty 2846.535091 = -550842.037919
  nChanged 263
		SP:Iteration 7Q (15156.060000 sec): 3 clusters
  Score: Raw -553903.029338 + Penalty 2846.535091 = -551056.494247
  nChanged 223
		SP:Iteration 8Q (15156.270000 sec): 3 clusters
  Score: Raw -554052.342214 + Penalty 2846.535091 = -551205.807123
  nChanged 193
		SP:Iteration 9Q (15156.440000 sec): 3 clusters
  Score: Raw -554183.804277 + Penalty 2846.535091 = -551337.269186
  nChanged 148
		SP:Iteration 10Q (15156.620000 sec): 3 clusters
  Score: Raw -554264.323569 + Penalty 2846.535091 = -551417.788478
  nChanged 110
		SP:Iteration 11Q (15156.790000 sec): 3 clusters
  Score: Raw -554316.924255 + Penalty 2846.535091 = -551470.389164
  nChanged 89
		SP:Iteration 12Q (15157.000000 sec): 3 clusters
  Score: Raw -554353.853192 + Penalty 2846.535091 = -551507.318101
  nChanged 68
		SP:Iteration 13Q (15157.170000 sec): 3 clusters
  Score: Raw -554376.821283 + Penalty 2846.535091 = -551530.286192
  nChanged 51
		SP:Iteration 14Q (15157.290000 sec): 3 clusters
  Score: Raw -554391.128757 + Penalty 2846.535091 = -551544.593666
  nChanged 39
		SP:Iteration 15Q (15157.490000 sec): 3 clusters
  Score: Raw -554402.216361 + Penalty 2846.535091 = -551555.681270
  nChanged 38
		SP:Iteration 16Q (15157.690000 sec): 3 clusters
  Score: Raw -554414.033057 + Penalty 2846.535091 = -551567.497966
  nChanged 37
		SP:Iteration 17Q (15157.900000 sec): 3 clusters
  Score: Raw -554422.806608 + Penalty 2846.535091 = -551576.271517
  nChanged 26
		SP:Iteration 18Q (15158.060000 sec): 3 clusters
  Score: Raw -554429.787195 + Penalty 2846.535091 = -551583.252104
  nChanged 28
		SP:Iteration 19Q (15158.230000 sec): 3 clusters
  Score: Raw -554438.513552 + Penalty 2846.535091 = -551591.978461
  nChanged 24
		SP:Iteration 20F (15158.390000 sec): 3 clusters
  Score: Raw -554446.543755 + Penalty 2846.535091 = -551600.008664
  nChanged 23
		SP:Iteration 21Q (15158.550000 sec): 3 clusters
  Score: Raw -554453.682995 + Penalty 2846.535091 = -551607.147904
  nChanged 22
		SP:Iteration 22Q (15158.750000 sec): 3 clusters
  Score: Raw -554460.379007 + Penalty 2846.535091 = -551613.843916
  nChanged 19
		SP:Iteration 23Q (15158.910000 sec): 3 clusters
  Score: Raw -554465.456182 + Penalty 2846.535091 = -551618.921091
  nChanged 17
		SP:Iteration 24Q (15159.010000 sec): 3 clusters
  Score: Raw -554468.113605 + Penalty 2846.535091 = -551621.578514
  nChanged 7
		SP:Iteration 25Q (15159.110000 sec): 3 clusters
  Score: Raw -554469.519235 + Penalty 2846.535091 = -551622.984144
  nChanged 7
		SP:Iteration 26Q (15159.220000 sec): 3 clusters
  Score: Raw -554470.595834 + Penalty 2846.535091 = -551624.060742
  nChanged 4
		SP:Iteration 27Q (15159.320000 sec): 3 clusters
  Score: Raw -554471.061157 + Penalty 2846.535091 = -551624.526066
  nChanged 5
		SP:Iteration 28Q (15159.420000 sec): 3 clusters
  Score: Raw -554471.817585 + Penalty 2846.535091 = -551625.282494
  nChanged 5
		SP:Iteration 29Q (15159.520000 sec): 3 clusters
  Score: Raw -554472.401868 + Penalty 2846.535091 = -551625.866777
  nChanged 4
		SP:Iteration 30Q (15159.620000 sec): 3 clusters
  Score: Raw -554472.976913 + Penalty 2846.535091 = -551626.441822
  nChanged 1
		SP:Iteration 31Q (15159.720000 sec): 3 clusters
  Score: Raw -554473.311692 + Penalty 2846.535091 = -551626.776601
  nChanged 1
		SP:Iteration 32Q (15159.830000 sec): 3 clusters
  Score: Raw -554473.579499 + Penalty 2846.535091 = -551627.044408
  nChanged 0
		SP:Iteration 33F (15159.930000 sec): 3 clusters
  Score: Raw -554473.579499 + Penalty 2846.535091 = -551627.044408
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 100 (7249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15160.050000 sec): 2 clusters
  Score: Raw -608116.651390 + Penalty 1444.400556 = -606672.250833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15160.250000 sec): 3 clusters
  Score: Raw -604166.363945 + Penalty 2888.801112 = -601277.562833
  nChanged 3126
		SP:Iteration 1F (15160.450000 sec): 3 clusters
  Score: Raw -606226.645561 + Penalty 2888.801112 = -603337.844449
  nChanged 704
		SP:Iteration 2F (15160.650000 sec): 3 clusters
  Score: Raw -606904.439964 + Penalty 2888.801112 = -604015.638851
  nChanged 648
		SP:Iteration 3F (15160.860000 sec): 3 clusters
  Score: Raw -607512.157504 + Penalty 2888.801112 = -604623.356391
  nChanged 546
		SP:Iteration 4F (15161.060000 sec): 3 clusters
  Score: Raw -607902.146948 + Penalty 2888.801112 = -605013.345836
  nChanged 347
		SP:Iteration 5Q (15161.260000 sec): 3 clusters
  Score: Raw -608098.415893 + Penalty 2888.801112 = -605209.614781
  nChanged 250
		SP:Iteration 6Q (15161.460000 sec): 3 clusters
  Score: Raw -608234.806139 + Penalty 2888.801112 = -605346.005026
  nChanged 164
		SP:Iteration 7Q (15161.660000 sec): 3 clusters
  Score: Raw -608308.884386 + Penalty 2888.801112 = -605420.083273
  nChanged 128
		SP:Iteration 8Q (15161.860000 sec): 3 clusters
  Score: Raw -608383.463287 + Penalty 2888.801112 = -605494.662175
  nChanged 143
		SP:Iteration 9Q (15162.060000 sec): 3 clusters
  Score: Raw -608476.969682 + Penalty 2888.801112 = -605588.168570
  nChanged 127
		SP:Iteration 10Q (15162.260000 sec): 3 clusters
  Score: Raw -608546.026716 + Penalty 2888.801112 = -605657.225604
  nChanged 112
		SP:Iteration 11Q (15162.460000 sec): 3 clusters
  Score: Raw -608598.326990 + Penalty 2888.801112 = -605709.525877
  nChanged 94
		SP:Iteration 12Q (15162.660000 sec): 3 clusters
  Score: Raw -608635.142801 + Penalty 2888.801112 = -605746.341689
  nChanged 67
		SP:Iteration 13Q (15162.860000 sec): 3 clusters
  Score: Raw -608663.560223 + Penalty 2888.801112 = -605774.759111
  nChanged 61
		SP:Iteration 14Q (15163.060000 sec): 3 clusters
  Score: Raw -608685.744846 + Penalty 2888.801112 = -605796.943734
  nChanged 53
		SP:Iteration 15Q (15163.270000 sec): 3 clusters
  Score: Raw -608704.405290 + Penalty 2888.801112 = -605815.604177
  nChanged 48
		SP:Iteration 16Q (15163.470000 sec): 3 clusters
  Score: Raw -608721.862853 + Penalty 2888.801112 = -605833.061741
  nChanged 49
		SP:Iteration 17Q (15163.670000 sec): 3 clusters
  Score: Raw -608733.412499 + Penalty 2888.801112 = -605844.611387
  nChanged 29
		SP:Iteration 18Q (15163.880000 sec): 3 clusters
  Score: Raw -608743.296675 + Penalty 2888.801112 = -605854.495562
  nChanged 37
		SP:Iteration 19Q (15164.080000 sec): 3 clusters
  Score: Raw -608755.112652 + Penalty 2888.801112 = -605866.311540
  nChanged 32
		SP:Iteration 20F (15164.290000 sec): 3 clusters
  Score: Raw -608763.858445 + Penalty 2888.801112 = -605875.057332
  nChanged 21
		SP:Iteration 21Q (15164.490000 sec): 3 clusters
  Score: Raw -608769.698763 + Penalty 2888.801112 = -605880.897651
  nChanged 15
		SP:Iteration 22Q (15164.700000 sec): 3 clusters
  Score: Raw -608773.562271 + Penalty 2888.801112 = -605884.761158
  nChanged 15
		SP:Iteration 23Q (15164.900000 sec): 3 clusters
  Score: Raw -608777.830339 + Penalty 2888.801112 = -605889.029227
  nChanged 14
		SP:Iteration 24Q (15165.100000 sec): 3 clusters
  Score: Raw -608782.541504 + Penalty 2888.801112 = -605893.740391
  nChanged 17
		SP:Iteration 25Q (15165.250000 sec): 3 clusters
  Score: Raw -608787.007710 + Penalty 2888.801112 = -605898.206598
  nChanged 20
		SP:Iteration 26Q (15165.370000 sec): 3 clusters
  Score: Raw -608791.976885 + Penalty 2888.801112 = -605903.175773
  nChanged 24
		SP:Iteration 27Q (15165.490000 sec): 3 clusters
  Score: Raw -608796.966605 + Penalty 2888.801112 = -605908.165492
  nChanged 17
		SP:Iteration 28Q (15165.600000 sec): 3 clusters
  Score: Raw -608803.139859 + Penalty 2888.801112 = -605914.338747
  nChanged 19
		SP:Iteration 29Q (15165.710000 sec): 3 clusters
  Score: Raw -608809.451968 + Penalty 2888.801112 = -605920.650855
  nChanged 22
		SP:Iteration 30Q (15165.890000 sec): 3 clusters
  Score: Raw -608815.206939 + Penalty 2888.801112 = -605926.405827
  nChanged 22
		SP:Iteration 31Q (15166.100000 sec): 3 clusters
  Score: Raw -608820.840868 + Penalty 2888.801112 = -605932.039756
  nChanged 24
		SP:Iteration 32Q (15166.300000 sec): 3 clusters
  Score: Raw -608826.533577 + Penalty 2888.801112 = -605937.732465
  nChanged 29
		SP:Iteration 33Q (15166.500000 sec): 3 clusters
  Score: Raw -608834.070791 + Penalty 2888.801112 = -605945.269678
  nChanged 26
		SP:Iteration 34Q (15166.700000 sec): 3 clusters
  Score: Raw -608842.704626 + Penalty 2888.801112 = -605953.903513
  nChanged 24
		SP:Iteration 35Q (15166.900000 sec): 3 clusters
  Score: Raw -608849.271327 + Penalty 2888.801112 = -605960.470215
  nChanged 19
		SP:Iteration 36Q (15167.110000 sec): 3 clusters
  Score: Raw -608853.213717 + Penalty 2888.801112 = -605964.412605
  nChanged 17
		SP:Iteration 37Q (15167.310000 sec): 3 clusters
  Score: Raw -608858.718900 + Penalty 2888.801112 = -605969.917788
  nChanged 18
		SP:Iteration 38Q (15167.510000 sec): 3 clusters
  Score: Raw -608862.854070 + Penalty 2888.801112 = -605974.052957
  nChanged 13
		SP:Iteration 39Q (15167.710000 sec): 3 clusters
  Score: Raw -608865.370868 + Penalty 2888.801112 = -605976.569756
  nChanged 8
		SP:Iteration 40F (15167.910000 sec): 3 clusters
  Score: Raw -608867.021539 + Penalty 2888.801112 = -605978.220427
  nChanged 2
		SP:Iteration 41Q (15168.110000 sec): 3 clusters
  Score: Raw -608867.277584 + Penalty 2888.801112 = -605978.476472
  nChanged 2
		SP:Iteration 42Q (15168.320000 sec): 3 clusters
  Score: Raw -608868.070862 + Penalty 2888.801112 = -605979.269750
  nChanged 8
		SP:Iteration 43Q (15168.520000 sec): 3 clusters
  Score: Raw -608870.160443 + Penalty 2888.801112 = -605981.359331
  nChanged 5
		SP:Iteration 44Q (15168.720000 sec): 3 clusters
  Score: Raw -608871.476532 + Penalty 2888.801112 = -605982.675419
  nChanged 4
		SP:Iteration 45Q (15168.930000 sec): 3 clusters
  Score: Raw -608872.300077 + Penalty 2888.801112 = -605983.498965
  nChanged 7
		SP:Iteration 46Q (15169.130000 sec): 3 clusters
  Score: Raw -608874.322958 + Penalty 2888.801112 = -605985.521846
  nChanged 6
		SP:Iteration 47Q (15169.330000 sec): 3 clusters
  Score: Raw -608876.296196 + Penalty 2888.801112 = -605987.495084
  nChanged 7
		SP:Iteration 48Q (15169.530000 sec): 3 clusters
  Score: Raw -608877.483516 + Penalty 2888.801112 = -605988.682404
  nChanged 6
		SP:Iteration 49Q (15169.740000 sec): 3 clusters
  Score: Raw -608878.419765 + Penalty 2888.801112 = -605989.618653
  nChanged 5
		SP:Iteration 50Q (15169.940000 sec): 3 clusters
  Score: Raw -608879.098612 + Penalty 2888.801112 = -605990.297499
  nChanged 4
		SP:Iteration 51Q (15170.140000 sec): 3 clusters
  Score: Raw -608880.092738 + Penalty 2888.801112 = -605991.291626
  nChanged 6
		SP:Iteration 52Q (15170.340000 sec): 3 clusters
  Score: Raw -608881.076272 + Penalty 2888.801112 = -605992.275160
  nChanged 5
		SP:Iteration 53Q (15170.540000 sec): 3 clusters
  Score: Raw -608881.862743 + Penalty 2888.801112 = -605993.061631
  nChanged 4
		SP:Iteration 54Q (15170.750000 sec): 3 clusters
  Score: Raw -608882.710280 + Penalty 2888.801112 = -605993.909168
  nChanged 1
		SP:Iteration 55Q (15170.950000 sec): 3 clusters
  Score: Raw -608882.813902 + Penalty 2888.801112 = -605994.012790
  nChanged 1
		SP:Iteration 56Q (15171.150000 sec): 3 clusters
  Score: Raw -608883.031159 + Penalty 2888.801112 = -605994.230047
  nChanged 1
		SP:Iteration 57Q (15171.350000 sec): 3 clusters
  Score: Raw -608883.068129 + Penalty 2888.801112 = -605994.267017
  nChanged 0
		SP:Iteration 58F (15171.550000 sec): 3 clusters
  Score: Raw -608883.068129 + Penalty 2888.801112 = -605994.267017
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 101 (2676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15171.620000 sec): 2 clusters
  Score: Raw -205182.145357 + Penalty 1282.462743 = -203899.682614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15171.790000 sec): 3 clusters
  Score: Raw -203942.903464 + Penalty 2564.925487 = -201377.977977
  nChanged 1037
		SP:Iteration 1F (15171.970000 sec): 3 clusters
  Score: Raw -204683.006167 + Penalty 2564.925487 = -202118.080680
  nChanged 225
		SP:Iteration 2F (15172.150000 sec): 3 clusters
  Score: Raw -204847.073142 + Penalty 2564.925487 = -202282.147655
  nChanged 139
		SP:Iteration 3F (15172.320000 sec): 3 clusters
  Score: Raw -204973.717891 + Penalty 2564.925487 = -202408.792404
  nChanged 118
		SP:Iteration 4Q (15172.500000 sec): 3 clusters
  Score: Raw -205074.629885 + Penalty 2564.925487 = -202509.704398
  nChanged 106
		SP:Iteration 5Q (15172.670000 sec): 3 clusters
  Score: Raw -205172.978725 + Penalty 2564.925487 = -202608.053238
  nChanged 101
		SP:Iteration 6Q (15172.850000 sec): 3 clusters
  Score: Raw -205250.697886 + Penalty 2564.925487 = -202685.772399
  nChanged 86
		SP:Iteration 7Q (15173.030000 sec): 3 clusters
  Score: Raw -205330.510519 + Penalty 2564.925487 = -202765.585032
  nChanged 81
		SP:Iteration 8Q (15173.200000 sec): 3 clusters
  Score: Raw -205392.236037 + Penalty 2564.925487 = -202827.310550
  nChanged 61
		SP:Iteration 9Q (15173.370000 sec): 3 clusters
  Score: Raw -205429.646323 + Penalty 2564.925487 = -202864.720836
  nChanged 43
		SP:Iteration 10Q (15173.550000 sec): 3 clusters
  Score: Raw -205450.620371 + Penalty 2564.925487 = -202885.694884
  nChanged 32
		SP:Iteration 11Q (15173.730000 sec): 3 clusters
  Score: Raw -205470.620601 + Penalty 2564.925487 = -202905.695114
  nChanged 31
		SP:Iteration 12Q (15173.900000 sec): 3 clusters
  Score: Raw -205486.769227 + Penalty 2564.925487 = -202921.843740
  nChanged 38
		SP:Iteration 13Q (15174.070000 sec): 3 clusters
  Score: Raw -205508.926554 + Penalty 2564.925487 = -202944.001067
  nChanged 29
		SP:Iteration 14Q (15174.250000 sec): 3 clusters
  Score: Raw -205532.611963 + Penalty 2564.925487 = -202967.686476
  nChanged 38
		SP:Iteration 15Q (15174.430000 sec): 3 clusters
  Score: Raw -205557.632287 + Penalty 2564.925487 = -202992.706800
  nChanged 33
		SP:Iteration 16Q (15174.600000 sec): 3 clusters
  Score: Raw -205582.085409 + Penalty 2564.925487 = -203017.159922
  nChanged 22
		SP:Iteration 17Q (15174.780000 sec): 3 clusters
  Score: Raw -205597.323837 + Penalty 2564.925487 = -203032.398350
  nChanged 21
		SP:Iteration 18Q (15174.950000 sec): 3 clusters
  Score: Raw -205611.802628 + Penalty 2564.925487 = -203046.877141
  nChanged 22
		SP:Iteration 19Q (15175.130000 sec): 3 clusters
  Score: Raw -205622.876970 + Penalty 2564.925487 = -203057.951483
  nChanged 16
		SP:Iteration 20F (15175.310000 sec): 3 clusters
  Score: Raw -205632.352471 + Penalty 2564.925487 = -203067.426984
  nChanged 11
		SP:Iteration 21Q (15175.480000 sec): 3 clusters
  Score: Raw -205641.837462 + Penalty 2564.925487 = -203076.911975
  nChanged 16
		SP:Iteration 22Q (15175.660000 sec): 3 clusters
  Score: Raw -205651.909914 + Penalty 2564.925487 = -203086.984427
  nChanged 14
		SP:Iteration 23Q (15175.840000 sec): 3 clusters
  Score: Raw -205658.562860 + Penalty 2564.925487 = -203093.637373
  nChanged 13
		SP:Iteration 24Q (15176.010000 sec): 3 clusters
  Score: Raw -205667.018260 + Penalty 2564.925487 = -203102.092773
  nChanged 10
		SP:Iteration 25Q (15176.190000 sec): 3 clusters
  Score: Raw -205670.867596 + Penalty 2564.925487 = -203105.942109
  nChanged 4
		SP:Iteration 26Q (15176.290000 sec): 3 clusters
  Score: Raw -205673.057026 + Penalty 2564.925487 = -203108.131539
  nChanged 3
		SP:Iteration 27Q (15176.340000 sec): 3 clusters
  Score: Raw -205675.758459 + Penalty 2564.925487 = -203110.832972
  nChanged 4
		SP:Iteration 28Q (15176.390000 sec): 3 clusters
  Score: Raw -205678.132260 + Penalty 2564.925487 = -203113.206773
  nChanged 7
		SP:Iteration 29Q (15176.440000 sec): 3 clusters
  Score: Raw -205681.901392 + Penalty 2564.925487 = -203116.975905
  nChanged 5
		SP:Iteration 30Q (15176.490000 sec): 3 clusters
  Score: Raw -205683.317196 + Penalty 2564.925487 = -203118.391709
  nChanged 6
		SP:Iteration 31Q (15176.540000 sec): 3 clusters
  Score: Raw -205686.071116 + Penalty 2564.925487 = -203121.145629
  nChanged 7
		SP:Iteration 32Q (15176.590000 sec): 3 clusters
  Score: Raw -205688.549891 + Penalty 2564.925487 = -203123.624404
  nChanged 6
		SP:Iteration 33Q (15176.640000 sec): 3 clusters
  Score: Raw -205690.784257 + Penalty 2564.925487 = -203125.858770
  nChanged 4
		SP:Iteration 34Q (15176.680000 sec): 3 clusters
  Score: Raw -205692.697037 + Penalty 2564.925487 = -203127.771550
  nChanged 4
		SP:Iteration 35Q (15176.730000 sec): 3 clusters
  Score: Raw -205695.047117 + Penalty 2564.925487 = -203130.121630
  nChanged 5
		SP:Iteration 36Q (15176.780000 sec): 3 clusters
  Score: Raw -205697.465801 + Penalty 2564.925487 = -203132.540314
  nChanged 9
		SP:Iteration 37Q (15176.830000 sec): 3 clusters
  Score: Raw -205701.450804 + Penalty 2564.925487 = -203136.525317
  nChanged 5
		SP:Iteration 38Q (15176.880000 sec): 3 clusters
  Score: Raw -205703.115686 + Penalty 2564.925487 = -203138.190199
  nChanged 6
		SP:Iteration 39Q (15176.930000 sec): 3 clusters
  Score: Raw -205705.539329 + Penalty 2564.925487 = -203140.613842
  nChanged 10
		SP:Iteration 40F (15176.980000 sec): 3 clusters
  Score: Raw -205709.671096 + Penalty 2564.925487 = -203144.745609
  nChanged 4
		SP:Iteration 41Q (15177.030000 sec): 3 clusters
  Score: Raw -205711.033599 + Penalty 2564.925487 = -203146.108113
  nChanged 3
		SP:Iteration 42Q (15177.080000 sec): 3 clusters
  Score: Raw -205712.198775 + Penalty 2564.925487 = -203147.273288
  nChanged 3
		SP:Iteration 43Q (15177.130000 sec): 3 clusters
  Score: Raw -205713.520923 + Penalty 2564.925487 = -203148.595436
  nChanged 4
		SP:Iteration 44Q (15177.180000 sec): 3 clusters
  Score: Raw -205715.409317 + Penalty 2564.925487 = -203150.483830
  nChanged 5
		SP:Iteration 45Q (15177.220000 sec): 3 clusters
  Score: Raw -205718.364701 + Penalty 2564.925487 = -203153.439214
  nChanged 8
		SP:Iteration 46Q (15177.280000 sec): 3 clusters
  Score: Raw -205722.428556 + Penalty 2564.925487 = -203157.503069
  nChanged 10
		SP:Iteration 47Q (15177.320000 sec): 3 clusters
  Score: Raw -205726.571525 + Penalty 2564.925487 = -203161.646038
  nChanged 9
		SP:Iteration 48Q (15177.370000 sec): 3 clusters
  Score: Raw -205731.432431 + Penalty 2564.925487 = -203166.506944
  nChanged 7
		SP:Iteration 49Q (15177.420000 sec): 3 clusters
  Score: Raw -205733.817213 + Penalty 2564.925487 = -203168.891726
  nChanged 2
		SP:Iteration 50Q (15177.470000 sec): 3 clusters
  Score: Raw -205734.433129 + Penalty 2564.925487 = -203169.507642
  nChanged 2
		SP:Iteration 51Q (15177.520000 sec): 3 clusters
  Score: Raw -205736.019296 + Penalty 2564.925487 = -203171.093809
  nChanged 5
		SP:Iteration 52Q (15177.570000 sec): 3 clusters
  Score: Raw -205738.363386 + Penalty 2564.925487 = -203173.437900
  nChanged 10
		SP:Iteration 53Q (15177.620000 sec): 3 clusters
  Score: Raw -205744.070607 + Penalty 2564.925487 = -203179.145121
  nChanged 14
		SP:Iteration 54Q (15177.670000 sec): 3 clusters
  Score: Raw -205750.541190 + Penalty 2564.925487 = -203185.615703
  nChanged 8
		SP:Iteration 55Q (15177.720000 sec): 3 clusters
  Score: Raw -205753.940252 + Penalty 2564.925487 = -203189.014765
  nChanged 8
		SP:Iteration 56Q (15177.770000 sec): 3 clusters
  Score: Raw -205757.469087 + Penalty 2564.925487 = -203192.543600
  nChanged 9
		SP:Iteration 57Q (15177.820000 sec): 3 clusters
  Score: Raw -205760.935458 + Penalty 2564.925487 = -203196.009971
  nChanged 6
		SP:Iteration 58Q (15177.860000 sec): 3 clusters
  Score: Raw -205763.877016 + Penalty 2564.925487 = -203198.951529
  nChanged 6
		SP:Iteration 59Q (15177.910000 sec): 3 clusters
  Score: Raw -205766.967294 + Penalty 2564.925487 = -203202.041807
  nChanged 10
		SP:Iteration 60F (15177.960000 sec): 3 clusters
  Score: Raw -205770.522274 + Penalty 2564.925487 = -203205.596787
  nChanged 6
		SP:Iteration 61Q (15178.010000 sec): 3 clusters
  Score: Raw -205772.360668 + Penalty 2564.925487 = -203207.435181
  nChanged 6
		SP:Iteration 62Q (15178.060000 sec): 3 clusters
  Score: Raw -205774.899788 + Penalty 2564.925487 = -203209.974301
  nChanged 5
		SP:Iteration 63Q (15178.110000 sec): 3 clusters
  Score: Raw -205776.814036 + Penalty 2564.925487 = -203211.888549
  nChanged 5
		SP:Iteration 64Q (15178.160000 sec): 3 clusters
  Score: Raw -205778.231571 + Penalty 2564.925487 = -203213.306084
  nChanged 4
		SP:Iteration 65Q (15178.270000 sec): 3 clusters
  Score: Raw -205780.783117 + Penalty 2564.925487 = -203215.857630
  nChanged 4
		SP:Iteration 66Q (15178.320000 sec): 3 clusters
  Score: Raw -205782.528389 + Penalty 2564.925487 = -203217.602903
  nChanged 5
		SP:Iteration 67Q (15178.370000 sec): 3 clusters
  Score: Raw -205784.961971 + Penalty 2564.925487 = -203220.036484
  nChanged 6
		SP:Iteration 68Q (15178.420000 sec): 3 clusters
  Score: Raw -205787.862186 + Penalty 2564.925487 = -203222.936699
  nChanged 8
		SP:Iteration 69Q (15178.470000 sec): 3 clusters
  Score: Raw -205791.793289 + Penalty 2564.925487 = -203226.867802
  nChanged 8
		SP:Iteration 70Q (15178.520000 sec): 3 clusters
  Score: Raw -205794.369477 + Penalty 2564.925487 = -203229.443990
  nChanged 4
		SP:Iteration 71Q (15178.570000 sec): 3 clusters
  Score: Raw -205795.434304 + Penalty 2564.925487 = -203230.508818
  nChanged 3
		SP:Iteration 72Q (15178.620000 sec): 3 clusters
  Score: Raw -205796.588213 + Penalty 2564.925487 = -203231.662726
  nChanged 5
		SP:Iteration 73Q (15178.660000 sec): 3 clusters
  Score: Raw -205798.624798 + Penalty 2564.925487 = -203233.699311
  nChanged 3
		SP:Iteration 74Q (15178.720000 sec): 3 clusters
  Score: Raw -205799.554514 + Penalty 2564.925487 = -203234.629027
  nChanged 3
		SP:Iteration 75Q (15178.760000 sec): 3 clusters
  Score: Raw -205800.824027 + Penalty 2564.925487 = -203235.898540
  nChanged 3
		SP:Iteration 76Q (15178.810000 sec): 3 clusters
  Score: Raw -205802.041268 + Penalty 2564.925487 = -203237.115781
  nChanged 3
		SP:Iteration 77Q (15178.860000 sec): 3 clusters
  Score: Raw -205803.009973 + Penalty 2564.925487 = -203238.084486
  nChanged 4
		SP:Iteration 78Q (15178.910000 sec): 3 clusters
  Score: Raw -205805.373551 + Penalty 2564.925487 = -203240.448064
  nChanged 3
		SP:Iteration 79Q (15178.960000 sec): 3 clusters
  Score: Raw -205806.198279 + Penalty 2564.925487 = -203241.272792
  nChanged 1
		SP:Iteration 80F (15179.010000 sec): 3 clusters
  Score: Raw -205807.028923 + Penalty 2564.925487 = -203242.103436
  nChanged 2
		SP:Iteration 81Q (15179.060000 sec): 3 clusters
  Score: Raw -205807.993121 + Penalty 2564.925487 = -203243.067634
  nChanged 1
		SP:Iteration 82Q (15179.110000 sec): 3 clusters
  Score: Raw -205808.190151 + Penalty 2564.925487 = -203243.264664
  nChanged 0
		SP:Iteration 83F (15179.160000 sec): 3 clusters
  Score: Raw -205808.190151 + Penalty 2564.925487 = -203243.264664
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 102 (2887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15179.220000 sec): 2 clusters
  Score: Raw -228351.137082 + Penalty 1294.795642 = -227056.341440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15179.270000 sec): 3 clusters
  Score: Raw -227044.485507 + Penalty 2589.591283 = -224454.894224
  nChanged 1095
		SP:Iteration 1F (15179.320000 sec): 3 clusters
  Score: Raw -228015.868700 + Penalty 2589.591283 = -225426.277417
  nChanged 316
		SP:Iteration 2F (15179.380000 sec): 3 clusters
  Score: Raw -228395.277220 + Penalty 2589.591283 = -225805.685937
  nChanged 219
		SP:Iteration 3F (15179.430000 sec): 3 clusters
  Score: Raw -228593.059510 + Penalty 2589.591283 = -226003.468226
  nChanged 125
		SP:Iteration 4Q (15179.480000 sec): 3 clusters
  Score: Raw -228691.988521 + Penalty 2589.591283 = -226102.397237
  nChanged 72
		SP:Iteration 5Q (15179.540000 sec): 3 clusters
  Score: Raw -228743.193794 + Penalty 2589.591283 = -226153.602511
  nChanged 47
		SP:Iteration 6Q (15179.590000 sec): 3 clusters
  Score: Raw -228775.743189 + Penalty 2589.591283 = -226186.151906
  nChanged 51
		SP:Iteration 7Q (15179.640000 sec): 3 clusters
  Score: Raw -228816.577716 + Penalty 2589.591283 = -226226.986433
  nChanged 66
		SP:Iteration 8Q (15179.700000 sec): 3 clusters
  Score: Raw -228893.169399 + Penalty 2589.591283 = -226303.578115
  nChanged 84
		SP:Iteration 9Q (15179.760000 sec): 3 clusters
  Score: Raw -228978.080880 + Penalty 2589.591283 = -226388.489596
  nChanged 84
		SP:Iteration 10Q (15179.800000 sec): 3 clusters
  Score: Raw -229043.692803 + Penalty 2589.591283 = -226454.101520
  nChanged 57
		SP:Iteration 11Q (15179.860000 sec): 3 clusters
  Score: Raw -229087.930039 + Penalty 2589.591283 = -226498.338756
  nChanged 60
		SP:Iteration 12Q (15179.910000 sec): 3 clusters
  Score: Raw -229138.431948 + Penalty 2589.591283 = -226548.840664
  nChanged 59
		SP:Iteration 13Q (15179.960000 sec): 3 clusters
  Score: Raw -229186.355368 + Penalty 2589.591283 = -226596.764084
  nChanged 42
		SP:Iteration 14Q (15180.020000 sec): 3 clusters
  Score: Raw -229212.899316 + Penalty 2589.591283 = -226623.308033
  nChanged 40
		SP:Iteration 15Q (15180.070000 sec): 3 clusters
  Score: Raw -229245.500027 + Penalty 2589.591283 = -226655.908744
  nChanged 41
		SP:Iteration 16Q (15180.120000 sec): 3 clusters
  Score: Raw -229279.561109 + Penalty 2589.591283 = -226689.969826
  nChanged 43
		SP:Iteration 17Q (15180.180000 sec): 3 clusters
  Score: Raw -229308.599309 + Penalty 2589.591283 = -226719.008025
  nChanged 36
		SP:Iteration 18Q (15180.220000 sec): 3 clusters
  Score: Raw -229335.939835 + Penalty 2589.591283 = -226746.348551
  nChanged 26
		SP:Iteration 19Q (15180.280000 sec): 3 clusters
  Score: Raw -229353.802445 + Penalty 2589.591283 = -226764.211161
  nChanged 26
		SP:Iteration 20F (15180.330000 sec): 3 clusters
  Score: Raw -229373.810307 + Penalty 2589.591283 = -226784.219024
  nChanged 29
		SP:Iteration 21Q (15180.390000 sec): 3 clusters
  Score: Raw -229400.884813 + Penalty 2589.591283 = -226811.293529
  nChanged 31
		SP:Iteration 22Q (15180.440000 sec): 3 clusters
  Score: Raw -229418.815378 + Penalty 2589.591283 = -226829.224095
  nChanged 16
		SP:Iteration 23Q (15180.490000 sec): 3 clusters
  Score: Raw -229428.311625 + Penalty 2589.591283 = -226838.720342
  nChanged 13
		SP:Iteration 24Q (15180.540000 sec): 3 clusters
  Score: Raw -229435.525788 + Penalty 2589.591283 = -226845.934505
  nChanged 11
		SP:Iteration 25Q (15180.590000 sec): 3 clusters
  Score: Raw -229440.557112 + Penalty 2589.591283 = -226850.965829
  nChanged 4
		SP:Iteration 26Q (15180.640000 sec): 3 clusters
  Score: Raw -229441.782566 + Penalty 2589.591283 = -226852.191282
  nChanged 2
		SP:Iteration 27Q (15180.690000 sec): 3 clusters
  Score: Raw -229442.431162 + Penalty 2589.591283 = -226852.839878
  nChanged 1
		SP:Iteration 28Q (15180.740000 sec): 3 clusters
  Score: Raw -229442.609982 + Penalty 2589.591283 = -226853.018698
  nChanged 0
		SP:Iteration 29F (15180.790000 sec): 3 clusters
  Score: Raw -229442.609982 + Penalty 2589.591283 = -226853.018698
  nChanged 0
Iteration 139Q (15324.970000 sec): 107 clusters
  Score: Raw -47010489.111833 + Penalty 228583.837830 = -46781905.274004
  nChanged 4231
Iteration 140F (15526.870000 sec): 107 clusters
  Score: Raw -47012948.222299 + Penalty 228583.837830 = -46784364.384469
  nChanged 4299
Iteration 141Q (15669.980000 sec): 107 clusters
  Score: Raw -47014347.895703 + Penalty 228583.837830 = -46785764.057874
  nChanged 3321
Iteration 142Q (15804.470000 sec): 107 clusters
  Score: Raw -47015150.862796 + Penalty 228583.837830 = -46786567.024966
  nChanged 2749
Iteration 143Q (15943.440000 sec): 107 clusters
  Score: Raw -47015738.597765 + Penalty 228583.837830 = -46787154.759935
  nChanged 2457
Iteration 144Q (16088.090000 sec): 107 clusters
  Score: Raw -47016220.335634 + Penalty 228583.837830 = -46787636.497805
  nChanged 2161
Iteration 145Q (16230.730000 sec): 107 clusters
  Score: Raw -47016601.159003 + Penalty 228583.837830 = -46788017.321174
  nChanged 1997
Iteration 146Q (16375.610000 sec): 107 clusters
  Score: Raw -47016962.713666 + Penalty 228583.837830 = -46788378.875837
  nChanged 1857
Iteration 147Q (16517.920000 sec): 107 clusters
  Score: Raw -47017298.397798 + Penalty 228583.837830 = -46788714.559968
  nChanged 1708
Iteration 148Q (16653.850000 sec): 107 clusters
  Score: Raw -47017608.113494 + Penalty 228583.837830 = -46789024.275664
  nChanged 1630
Iteration 149Q (16791.560000 sec): 107 clusters
  Score: Raw -47017903.878040 + Penalty 228583.837830 = -46789320.040210
  nChanged 1571
Iteration 150Q (16930.930000 sec): 107 clusters
  Score: Raw -47018172.199961 + Penalty 228583.837830 = -46789588.362131
  nChanged 1475
Iteration 151Q (17072.250000 sec): 107 clusters
  Score: Raw -47018422.047060 + Penalty 228583.837830 = -46789838.209230
  nChanged 1439
Iteration 152Q (17210.520000 sec): 107 clusters
  Score: Raw -47018657.721381 + Penalty 228583.837830 = -46790073.883551
  nChanged 1299
Iteration 153Q (17345.550000 sec): 107 clusters
  Score: Raw -47018865.801454 + Penalty 228583.837830 = -46790281.963625
  nChanged 1213
Iteration 154Q (17480.260000 sec): 107 clusters
  Score: Raw -47019064.163934 + Penalty 228583.837830 = -46790480.326104
  nChanged 1169
Iteration 155Q (17615.730000 sec): 107 clusters
  Score: Raw -47019264.720173 + Penalty 228583.837830 = -46790680.882343
  nChanged 1118
Iteration 156Q (17750.870000 sec): 107 clusters
  Score: Raw -47019460.961152 + Penalty 228583.837830 = -46790877.123322
  nChanged 1086
Iteration 157Q (17885.460000 sec): 107 clusters
  Score: Raw -47019662.612723 + Penalty 228583.837830 = -46791078.774894
  nChanged 1037
Iteration 158Q (18019.690000 sec): 107 clusters
  Score: Raw -47019847.543456 + Penalty 228583.837830 = -46791263.705627
  nChanged 1020
Iteration 159Q (18153.040000 sec): 107 clusters
  Score: Raw -47020022.210326 + Penalty 228583.837830 = -46791438.372496
  nChanged 991
Iteration 160F (18350.690000 sec): 107 clusters
  Score: Raw -47020194.103276 + Penalty 228583.837830 = -46791610.265446
  nChanged 970
Iteration 161Q (18485.020000 sec): 107 clusters
  Score: Raw -47020362.236518 + Penalty 228583.837830 = -46791778.398689
  nChanged 975
Iteration 162Q (18621.870000 sec): 107 clusters
  Score: Raw -47020531.410055 + Penalty 228583.837830 = -46791947.572226
  nChanged 943
Iteration 163Q (18757.170000 sec): 107 clusters
  Score: Raw -47020716.972332 + Penalty 228583.837830 = -46792133.134502
  nChanged 915
Iteration 164Q (18895.130000 sec): 107 clusters
  Score: Raw -47020899.591910 + Penalty 228583.837830 = -46792315.754081
  nChanged 916
Iteration 165Q (19031.870000 sec): 107 clusters
  Score: Raw -47021089.354214 + Penalty 228583.837830 = -46792505.516384
  nChanged 866
Iteration 166Q (19169.110000 sec): 107 clusters
  Score: Raw -47021263.989990 + Penalty 228583.837830 = -46792680.152161
  nChanged 887
Iteration 167Q (19304.870000 sec): 107 clusters
  Score: Raw -47021438.374131 + Penalty 228583.837830 = -46792854.536302
  nChanged 876
Iteration 168Q (19442.110000 sec): 107 clusters
  Score: Raw -47021602.371241 + Penalty 228583.837830 = -46793018.533411
  nChanged 848
Iteration 169Q (19576.780000 sec): 107 clusters
  Score: Raw -47021771.104165 + Penalty 228583.837830 = -46793187.266336
  nChanged 890
Iteration 170Q (19711.150000 sec): 107 clusters
  Score: Raw -47021943.646264 + Penalty 228583.837830 = -46793359.808434
  nChanged 925
Iteration 171Q (19843.670000 sec): 107 clusters
  Score: Raw -47022107.350015 + Penalty 228583.837830 = -46793523.512186
  nChanged 833
Iteration 172Q (19974.900000 sec): 107 clusters
  Score: Raw -47022231.338146 + Penalty 228583.837830 = -46793647.500316
  nChanged 758
Iteration 173Q (20108.380000 sec): 107 clusters
  Score: Raw -47022343.263346 + Penalty 228583.837830 = -46793759.425516
  nChanged 712
Iteration 174Q (20238.560000 sec): 107 clusters
  Score: Raw -47022446.919902 + Penalty 228583.837830 = -46793863.082072
  nChanged 660
Iteration 175Q (20369.840000 sec): 107 clusters
  Score: Raw -47022539.998361 + Penalty 228583.837830 = -46793956.160531
  nChanged 622
Iteration 176Q (20503.810000 sec): 107 clusters
  Score: Raw -47022627.951265 + Penalty 228583.837830 = -46794044.113435
  nChanged 610
Iteration 177Q (20634.420000 sec): 107 clusters
  Score: Raw -47022711.752489 + Penalty 228583.837830 = -46794127.914659
  nChanged 569
Iteration 178Q (20766.830000 sec): 107 clusters
  Score: Raw -47022786.371212 + Penalty 228583.837830 = -46794202.533383
  nChanged 532
Writing temp clu file 
Because OldScore, -46794127.914659, is greater than current (better) Score,-46794202.533383 
 Compute initial score before splitting:   Score: Raw -47022786.371212 + Penalty 228583.837830 = -46794202.533383
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (3588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20767.030000 sec): 2 clusters
  Score: Raw -302860.492109 + Penalty 1330.119411 = -301530.372698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20767.180000 sec): 3 clusters
  Score: Raw -301082.504168 + Penalty 2660.238823 = -298422.265346
  nChanged 1401
		SP:Iteration 1F (20767.260000 sec): 3 clusters
  Score: Raw -301946.638463 + Penalty 2660.238823 = -299286.399641
  nChanged 325
		SP:Iteration 2F (20767.440000 sec): 3 clusters
  Score: Raw -302298.660491 + Penalty 2660.238823 = -299638.421668
  nChanged 298
		SP:Iteration 3F (20767.510000 sec): 3 clusters
  Score: Raw -302677.024742 + Penalty 2660.238823 = -300016.785920
  nChanged 300
		SP:Iteration 4F (20767.670000 sec): 3 clusters
  Score: Raw -303064.681535 + Penalty 2660.238823 = -300404.442713
  nChanged 252
		SP:Iteration 5F (20767.780000 sec): 3 clusters
  Score: Raw -303356.818433 + Penalty 2660.238823 = -300696.579611
  nChanged 195
		SP:Iteration 6F (20767.920000 sec): 3 clusters
  Score: Raw -303580.550954 + Penalty 2660.238823 = -300920.312131
  nChanged 157
		SP:Iteration 7Q (20768.000000 sec): 3 clusters
  Score: Raw -303755.302164 + Penalty 2660.238823 = -301095.063341
  nChanged 116
		SP:Iteration 8Q (20768.110000 sec): 3 clusters
  Score: Raw -303845.752524 + Penalty 2660.238823 = -301185.513702
  nChanged 82
		SP:Iteration 9Q (20768.260000 sec): 3 clusters
  Score: Raw -303906.513647 + Penalty 2660.238823 = -301246.274825
  nChanged 56
		SP:Iteration 10Q (20768.430000 sec): 3 clusters
  Score: Raw -303941.026969 + Penalty 2660.238823 = -301280.788146
  nChanged 36
		SP:Iteration 11Q (20768.580000 sec): 3 clusters
  Score: Raw -303960.478511 + Penalty 2660.238823 = -301300.239688
  nChanged 22
		SP:Iteration 12Q (20768.740000 sec): 3 clusters
  Score: Raw -303968.614402 + Penalty 2660.238823 = -301308.375580
  nChanged 15
		SP:Iteration 13Q (20768.900000 sec): 3 clusters
  Score: Raw -303973.231759 + Penalty 2660.238823 = -301312.992937
  nChanged 9
		SP:Iteration 14Q (20769.040000 sec): 3 clusters
  Score: Raw -303975.677826 + Penalty 2660.238823 = -301315.439004
  nChanged 9
		SP:Iteration 15Q (20769.190000 sec): 3 clusters
  Score: Raw -303978.689836 + Penalty 2660.238823 = -301318.451013
  nChanged 10
		SP:Iteration 16Q (20769.360000 sec): 3 clusters
  Score: Raw -303982.230051 + Penalty 2660.238823 = -301321.991229
  nChanged 4
		SP:Iteration 17Q (20769.530000 sec): 3 clusters
  Score: Raw -303983.627425 + Penalty 2660.238823 = -301323.388603
  nChanged 4
		SP:Iteration 18Q (20769.680000 sec): 3 clusters
  Score: Raw -303985.401784 + Penalty 2660.238823 = -301325.162961
  nChanged 3
		SP:Iteration 19Q (20769.840000 sec): 3 clusters
  Score: Raw -303986.122942 + Penalty 2660.238823 = -301325.884120
  nChanged 2
		SP:Iteration 20F (20769.990000 sec): 3 clusters
  Score: Raw -303986.423241 + Penalty 2660.238823 = -301326.184418
  nChanged 2
		SP:Iteration 21Q (20770.140000 sec): 3 clusters
  Score: Raw -303987.112777 + Penalty 2660.238823 = -301326.873954
  nChanged 2
		SP:Iteration 22Q (20770.300000 sec): 3 clusters
  Score: Raw -303987.367274 + Penalty 2660.238823 = -301327.128452
  nChanged 0
		SP:Iteration 23F (20770.460000 sec): 3 clusters
  Score: Raw -303987.367274 + Penalty 2660.238823 = -301327.128452
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20770.520000 sec): 2 clusters
  Score: Raw -37074.726737 + Penalty 1017.802218 = -36056.924519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20770.670000 sec): 3 clusters
  Score: Raw -37023.574789 + Penalty 2035.604435 = -34987.970354
  nChanged 132
		SP:Iteration 1F (20770.820000 sec): 3 clusters
  Score: Raw -37215.642467 + Penalty 2035.604435 = -35180.038032
  nChanged 31
		SP:Iteration 2F (20770.970000 sec): 3 clusters
  Score: Raw -37264.339572 + Penalty 2035.604435 = -35228.735136
  nChanged 20
		SP:Iteration 3Q (20771.110000 sec): 3 clusters
  Score: Raw -37300.552033 + Penalty 2035.604435 = -35264.947598
  nChanged 16
		SP:Iteration 4Q (20771.260000 sec): 3 clusters
  Score: Raw -37335.373939 + Penalty 2035.604435 = -35299.769504
  nChanged 9
		SP:Iteration 5Q (20771.440000 sec): 3 clusters
  Score: Raw -37348.113916 + Penalty 2035.604435 = -35312.509481
  nChanged 8
		SP:Iteration 6Q (20771.550000 sec): 3 clusters
  Score: Raw -37363.789591 + Penalty 2035.604435 = -35328.185156
  nChanged 8
		SP:Iteration 7Q (20771.700000 sec): 3 clusters
  Score: Raw -37377.163191 + Penalty 2035.604435 = -35341.558756
  nChanged 4
		SP:Iteration 8Q (20771.880000 sec): 3 clusters
  Score: Raw -37383.376445 + Penalty 2035.604435 = -35347.772009
  nChanged 4
		SP:Iteration 9Q (20772.000000 sec): 3 clusters
  Score: Raw -37391.343450 + Penalty 2035.604435 = -35355.739015
  nChanged 4
		SP:Iteration 10Q (20772.150000 sec): 3 clusters
  Score: Raw -37399.986201 + Penalty 2035.604435 = -35364.381766
  nChanged 5
		SP:Iteration 11Q (20772.280000 sec): 3 clusters
  Score: Raw -37405.030909 + Penalty 2035.604435 = -35369.426473
  nChanged 7
		SP:Iteration 12Q (20772.400000 sec): 3 clusters
  Score: Raw -37416.471562 + Penalty 2035.604435 = -35380.867127
  nChanged 3
		SP:Iteration 13Q (20772.540000 sec): 3 clusters
  Score: Raw -37420.587163 + Penalty 2035.604435 = -35384.982728
  nChanged 4
		SP:Iteration 14Q (20772.660000 sec): 3 clusters
  Score: Raw -37427.625541 + Penalty 2035.604435 = -35392.021105
  nChanged 7
		SP:Iteration 15Q (20772.810000 sec): 3 clusters
  Score: Raw -37435.515071 + Penalty 2035.604435 = -35399.910635
  nChanged 2
		SP:Iteration 16Q (20772.940000 sec): 3 clusters
  Score: Raw -37437.291531 + Penalty 2035.604435 = -35401.687096
  nChanged 3
		SP:Iteration 17Q (20773.090000 sec): 3 clusters
  Score: Raw -37440.169440 + Penalty 2035.604435 = -35404.565004
  nChanged 1
		SP:Iteration 18Q (20773.240000 sec): 3 clusters
  Score: Raw -37440.318346 + Penalty 2035.604435 = -35404.713910
  nChanged 0
		SP:Iteration 19F (20773.400000 sec): 3 clusters
  Score: Raw -37440.318346 + Penalty 2035.604435 = -35404.713910
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (4974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20773.510000 sec): 2 clusters
  Score: Raw -370405.619406 + Penalty 1383.196689 = -369022.422717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20773.700000 sec): 3 clusters
  Score: Raw -367819.710968 + Penalty 2766.393378 = -365053.317590
  nChanged 2022
		SP:Iteration 1F (20773.890000 sec): 3 clusters
  Score: Raw -369072.810551 + Penalty 2766.393378 = -366306.417173
  nChanged 431
		SP:Iteration 2F (20774.080000 sec): 3 clusters
  Score: Raw -369396.152165 + Penalty 2766.393378 = -366629.758787
  nChanged 344
		SP:Iteration 3F (20774.240000 sec): 3 clusters
  Score: Raw -369627.359562 + Penalty 2766.393378 = -366860.966184
  nChanged 260
		SP:Iteration 4F (20774.400000 sec): 3 clusters
  Score: Raw -369777.398163 + Penalty 2766.393378 = -367011.004785
  nChanged 209
		SP:Iteration 5Q (20774.550000 sec): 3 clusters
  Score: Raw -369901.696845 + Penalty 2766.393378 = -367135.303467
  nChanged 165
		SP:Iteration 6Q (20774.720000 sec): 3 clusters
  Score: Raw -369978.737186 + Penalty 2766.393378 = -367212.343809
  nChanged 121
		SP:Iteration 7Q (20774.850000 sec): 3 clusters
  Score: Raw -370030.600801 + Penalty 2766.393378 = -367264.207423
  nChanged 109
		SP:Iteration 8Q (20775.000000 sec): 3 clusters
  Score: Raw -370080.497414 + Penalty 2766.393378 = -367314.104036
  nChanged 85
		SP:Iteration 9Q (20775.140000 sec): 3 clusters
  Score: Raw -370123.239934 + Penalty 2766.393378 = -367356.846556
  nChanged 89
		SP:Iteration 10Q (20775.290000 sec): 3 clusters
  Score: Raw -370174.285770 + Penalty 2766.393378 = -367407.892392
  nChanged 100
		SP:Iteration 11Q (20775.450000 sec): 3 clusters
  Score: Raw -370234.777141 + Penalty 2766.393378 = -367468.383763
  nChanged 107
		SP:Iteration 12Q (20775.590000 sec): 3 clusters
  Score: Raw -370285.917237 + Penalty 2766.393378 = -367519.523859
  nChanged 87
		SP:Iteration 13Q (20775.740000 sec): 3 clusters
  Score: Raw -370321.752379 + Penalty 2766.393378 = -367555.359001
  nChanged 73
		SP:Iteration 14Q (20775.910000 sec): 3 clusters
  Score: Raw -370348.374408 + Penalty 2766.393378 = -367581.981030
  nChanged 53
		SP:Iteration 15Q (20776.070000 sec): 3 clusters
  Score: Raw -370367.494747 + Penalty 2766.393378 = -367601.101369
  nChanged 49
		SP:Iteration 16Q (20776.280000 sec): 3 clusters
  Score: Raw -370387.865628 + Penalty 2766.393378 = -367621.472250
  nChanged 38
		SP:Iteration 17Q (20776.430000 sec): 3 clusters
  Score: Raw -370403.137893 + Penalty 2766.393378 = -367636.744515
  nChanged 35
		SP:Iteration 18Q (20776.580000 sec): 3 clusters
  Score: Raw -370417.092785 + Penalty 2766.393378 = -367650.699407
  nChanged 35
		SP:Iteration 19Q (20776.720000 sec): 3 clusters
  Score: Raw -370433.559372 + Penalty 2766.393378 = -367667.165994
  nChanged 34
		SP:Iteration 20F (20776.860000 sec): 3 clusters
  Score: Raw -370454.279659 + Penalty 2766.393378 = -367687.886281
  nChanged 42
		SP:Iteration 21Q (20777.000000 sec): 3 clusters
  Score: Raw -370474.318608 + Penalty 2766.393378 = -367707.925230
  nChanged 46
		SP:Iteration 22Q (20777.160000 sec): 3 clusters
  Score: Raw -370491.505479 + Penalty 2766.393378 = -367725.112101
  nChanged 42
		SP:Iteration 23Q (20777.310000 sec): 3 clusters
  Score: Raw -370505.386713 + Penalty 2766.393378 = -367738.993335
  nChanged 35
		SP:Iteration 24Q (20777.500000 sec): 3 clusters
  Score: Raw -370522.363041 + Penalty 2766.393378 = -367755.969663
  nChanged 39
		SP:Iteration 25Q (20777.690000 sec): 3 clusters
  Score: Raw -370539.737904 + Penalty 2766.393378 = -367773.344526
  nChanged 37
		SP:Iteration 26Q (20777.840000 sec): 3 clusters
  Score: Raw -370557.642705 + Penalty 2766.393378 = -367791.249327
  nChanged 50
		SP:Iteration 27Q (20777.980000 sec): 3 clusters
  Score: Raw -370581.363337 + Penalty 2766.393378 = -367814.969959
  nChanged 57
		SP:Iteration 28Q (20778.120000 sec): 3 clusters
  Score: Raw -370608.525725 + Penalty 2766.393378 = -367842.132347
  nChanged 54
		SP:Iteration 29Q (20778.260000 sec): 3 clusters
  Score: Raw -370635.742023 + Penalty 2766.393378 = -367869.348645
  nChanged 55
		SP:Iteration 30Q (20778.420000 sec): 3 clusters
  Score: Raw -370660.394736 + Penalty 2766.393378 = -367894.001358
  nChanged 50
		SP:Iteration 31Q (20778.580000 sec): 3 clusters
  Score: Raw -370684.646450 + Penalty 2766.393378 = -367918.253072
  nChanged 35
		SP:Iteration 32Q (20778.760000 sec): 3 clusters
  Score: Raw -370704.931159 + Penalty 2766.393378 = -367938.537781
  nChanged 52
		SP:Iteration 33Q (20778.940000 sec): 3 clusters
  Score: Raw -370732.416937 + Penalty 2766.393378 = -367966.023559
  nChanged 39
		SP:Iteration 34Q (20779.080000 sec): 3 clusters
  Score: Raw -370755.650797 + Penalty 2766.393378 = -367989.257419
  nChanged 38
		SP:Iteration 35Q (20779.240000 sec): 3 clusters
  Score: Raw -370779.088890 + Penalty 2766.393378 = -368012.695513
  nChanged 39
		SP:Iteration 36Q (20779.390000 sec): 3 clusters
  Score: Raw -370794.866748 + Penalty 2766.393378 = -368028.473370
  nChanged 28
		SP:Iteration 37Q (20779.540000 sec): 3 clusters
  Score: Raw -370806.496522 + Penalty 2766.393378 = -368040.103144
  nChanged 26
		SP:Iteration 38Q (20779.680000 sec): 3 clusters
  Score: Raw -370821.934345 + Penalty 2766.393378 = -368055.540967
  nChanged 29
		SP:Iteration 39Q (20779.820000 sec): 3 clusters
  Score: Raw -370839.295730 + Penalty 2766.393378 = -368072.902352
  nChanged 34
		SP:Iteration 40F (20779.980000 sec): 3 clusters
  Score: Raw -370855.702472 + Penalty 2766.393378 = -368089.309094
  nChanged 20
		SP:Iteration 41Q (20780.110000 sec): 3 clusters
  Score: Raw -370861.827338 + Penalty 2766.393378 = -368095.433960
  nChanged 15
		SP:Iteration 42Q (20780.250000 sec): 3 clusters
  Score: Raw -370866.300808 + Penalty 2766.393378 = -368099.907430
  nChanged 12
		SP:Iteration 43Q (20780.450000 sec): 3 clusters
  Score: Raw -370870.541128 + Penalty 2766.393378 = -368104.147751
  nChanged 12
		SP:Iteration 44Q (20780.600000 sec): 3 clusters
  Score: Raw -370873.393380 + Penalty 2766.393378 = -368107.000002
  nChanged 8
		SP:Iteration 45Q (20780.740000 sec): 3 clusters
  Score: Raw -370875.789985 + Penalty 2766.393378 = -368109.396607
  nChanged 10
		SP:Iteration 46Q (20780.910000 sec): 3 clusters
  Score: Raw -370877.930420 + Penalty 2766.393378 = -368111.537043
  nChanged 7
		SP:Iteration 47Q (20781.120000 sec): 3 clusters
  Score: Raw -370880.832431 + Penalty 2766.393378 = -368114.439053
  nChanged 4
		SP:Iteration 48Q (20781.240000 sec): 3 clusters
  Score: Raw -370883.308253 + Penalty 2766.393378 = -368116.914875
  nChanged 3
		SP:Iteration 49Q (20781.370000 sec): 3 clusters
  Score: Raw -370884.230569 + Penalty 2766.393378 = -368117.837191
  nChanged 3
		SP:Iteration 50Q (20781.520000 sec): 3 clusters
  Score: Raw -370885.812432 + Penalty 2766.393378 = -368119.419054
  nChanged 7
		SP:Iteration 51Q (20781.650000 sec): 3 clusters
  Score: Raw -370888.252975 + Penalty 2766.393378 = -368121.859597
  nChanged 5
		SP:Iteration 52Q (20781.780000 sec): 3 clusters
  Score: Raw -370889.429137 + Penalty 2766.393378 = -368123.035759
  nChanged 2
		SP:Iteration 53Q (20781.940000 sec): 3 clusters
  Score: Raw -370889.967883 + Penalty 2766.393378 = -368123.574505
  nChanged 0
		SP:Iteration 54F (20782.080000 sec): 3 clusters
  Score: Raw -370889.967883 + Penalty 2766.393378 = -368123.574505
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (2120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20782.180000 sec): 2 clusters
  Score: Raw -197317.673793 + Penalty 1244.615347 = -196073.058445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20782.320000 sec): 3 clusters
  Score: Raw -196417.330595 + Penalty 2489.230694 = -193928.099901
  nChanged 745
		SP:Iteration 1F (20782.490000 sec): 3 clusters
  Score: Raw -196944.263773 + Penalty 2489.230694 = -194455.033079
  nChanged 177
		SP:Iteration 2F (20782.620000 sec): 3 clusters
  Score: Raw -197102.026860 + Penalty 2489.230694 = -194612.796165
  nChanged 123
		SP:Iteration 3F (20782.760000 sec): 3 clusters
  Score: Raw -197211.352134 + Penalty 2489.230694 = -194722.121440
  nChanged 112
		SP:Iteration 4F (20782.890000 sec): 3 clusters
  Score: Raw -197305.024357 + Penalty 2489.230694 = -194815.793663
  nChanged 81
		SP:Iteration 5Q (20783.030000 sec): 3 clusters
  Score: Raw -197359.259114 + Penalty 2489.230694 = -194870.028419
  nChanged 49
		SP:Iteration 6Q (20783.170000 sec): 3 clusters
  Score: Raw -197398.373123 + Penalty 2489.230694 = -194909.142429
  nChanged 40
		SP:Iteration 7Q (20783.310000 sec): 3 clusters
  Score: Raw -197437.229285 + Penalty 2489.230694 = -194947.998590
  nChanged 52
		SP:Iteration 8Q (20783.450000 sec): 3 clusters
  Score: Raw -197467.523057 + Penalty 2489.230694 = -194978.292362
  nChanged 36
		SP:Iteration 9Q (20783.600000 sec): 3 clusters
  Score: Raw -197490.764142 + Penalty 2489.230694 = -195001.533448
  nChanged 32
		SP:Iteration 10Q (20783.750000 sec): 3 clusters
  Score: Raw -197510.750165 + Penalty 2489.230694 = -195021.519470
  nChanged 25
		SP:Iteration 11Q (20783.900000 sec): 3 clusters
  Score: Raw -197522.728702 + Penalty 2489.230694 = -195033.498008
  nChanged 23
		SP:Iteration 12Q (20784.050000 sec): 3 clusters
  Score: Raw -197535.964361 + Penalty 2489.230694 = -195046.733667
  nChanged 16
		SP:Iteration 13Q (20784.210000 sec): 3 clusters
  Score: Raw -197545.664591 + Penalty 2489.230694 = -195056.433897
  nChanged 18
		SP:Iteration 14Q (20784.370000 sec): 3 clusters
  Score: Raw -197554.570454 + Penalty 2489.230694 = -195065.339760
  nChanged 12
		SP:Iteration 15Q (20784.550000 sec): 3 clusters
  Score: Raw -197562.497401 + Penalty 2489.230694 = -195073.266707
  nChanged 10
		SP:Iteration 16Q (20784.770000 sec): 3 clusters
  Score: Raw -197569.931813 + Penalty 2489.230694 = -195080.701119
  nChanged 9
		SP:Iteration 17Q (20784.910000 sec): 3 clusters
  Score: Raw -197574.211512 + Penalty 2489.230694 = -195084.980817
  nChanged 9
		SP:Iteration 18Q (20785.070000 sec): 3 clusters
  Score: Raw -197577.214223 + Penalty 2489.230694 = -195087.983529
  nChanged 3
		SP:Iteration 19Q (20785.210000 sec): 3 clusters
  Score: Raw -197577.993170 + Penalty 2489.230694 = -195088.762476
  nChanged 0
		SP:Iteration 20F (20785.370000 sec): 3 clusters
  Score: Raw -197577.993170 + Penalty 2489.230694 = -195088.762476
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (7582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20785.490000 sec): 2 clusters
  Score: Raw -639188.542888 + Penalty 1451.698998 = -637736.843890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20785.730000 sec): 3 clusters
  Score: Raw -635088.918469 + Penalty 2903.397996 = -632185.520473
  nChanged 3157
		SP:Iteration 1F (20785.910000 sec): 3 clusters
  Score: Raw -637178.272839 + Penalty 2903.397996 = -634274.874843
  nChanged 742
		SP:Iteration 2F (20786.090000 sec): 3 clusters
  Score: Raw -637890.945854 + Penalty 2903.397996 = -634987.547858
  nChanged 638
		SP:Iteration 3F (20786.270000 sec): 3 clusters
  Score: Raw -638461.175592 + Penalty 2903.397996 = -635557.777596
  nChanged 510
		SP:Iteration 4F (20786.450000 sec): 3 clusters
  Score: Raw -638881.848893 + Penalty 2903.397996 = -635978.450897
  nChanged 432
		SP:Iteration 5F (20786.630000 sec): 3 clusters
  Score: Raw -639206.827679 + Penalty 2903.397996 = -636303.429683
  nChanged 353
		SP:Iteration 6Q (20786.770000 sec): 3 clusters
  Score: Raw -639421.670115 + Penalty 2903.397996 = -636518.272119
  nChanged 255
		SP:Iteration 7Q (20786.970000 sec): 3 clusters
  Score: Raw -639550.171766 + Penalty 2903.397996 = -636646.773770
  nChanged 213
		SP:Iteration 8Q (20787.160000 sec): 3 clusters
  Score: Raw -639645.470264 + Penalty 2903.397996 = -636742.072268
  nChanged 162
		SP:Iteration 9Q (20787.310000 sec): 3 clusters
  Score: Raw -639707.820508 + Penalty 2903.397996 = -636804.422511
  nChanged 144
		SP:Iteration 10Q (20787.480000 sec): 3 clusters
  Score: Raw -639762.548443 + Penalty 2903.397996 = -636859.150447
  nChanged 117
		SP:Iteration 11Q (20787.660000 sec): 3 clusters
  Score: Raw -639806.305136 + Penalty 2903.397996 = -636902.907140
  nChanged 106
		SP:Iteration 12Q (20787.840000 sec): 3 clusters
  Score: Raw -639835.927568 + Penalty 2903.397996 = -636932.529571
  nChanged 80
		SP:Iteration 13Q (20788.000000 sec): 3 clusters
  Score: Raw -639863.142190 + Penalty 2903.397996 = -636959.744194
  nChanged 80
		SP:Iteration 14Q (20788.160000 sec): 3 clusters
  Score: Raw -639885.983072 + Penalty 2903.397996 = -636982.585076
  nChanged 66
		SP:Iteration 15Q (20788.330000 sec): 3 clusters
  Score: Raw -639906.794566 + Penalty 2903.397996 = -637003.396570
  nChanged 65
		SP:Iteration 16Q (20788.480000 sec): 3 clusters
  Score: Raw -639921.902507 + Penalty 2903.397996 = -637018.504511
  nChanged 56
		SP:Iteration 17Q (20788.640000 sec): 3 clusters
  Score: Raw -639937.228606 + Penalty 2903.397996 = -637033.830610
  nChanged 45
		SP:Iteration 18Q (20788.810000 sec): 3 clusters
  Score: Raw -639948.156697 + Penalty 2903.397996 = -637044.758701
  nChanged 43
		SP:Iteration 19Q (20788.980000 sec): 3 clusters
  Score: Raw -639959.855653 + Penalty 2903.397996 = -637056.457657
  nChanged 55
		SP:Iteration 20F (20789.170000 sec): 3 clusters
  Score: Raw -639971.715583 + Penalty 2903.397996 = -637068.317587
  nChanged 45
		SP:Iteration 21Q (20789.320000 sec): 3 clusters
  Score: Raw -639983.844290 + Penalty 2903.397996 = -637080.446294
  nChanged 39
		SP:Iteration 22Q (20789.530000 sec): 3 clusters
  Score: Raw -639993.556374 + Penalty 2903.397996 = -637090.158378
  nChanged 33
		SP:Iteration 23Q (20789.710000 sec): 3 clusters
  Score: Raw -640003.218178 + Penalty 2903.397996 = -637099.820182
  nChanged 38
		SP:Iteration 24Q (20789.900000 sec): 3 clusters
  Score: Raw -640013.582557 + Penalty 2903.397996 = -637110.184561
  nChanged 33
		SP:Iteration 25Q (20790.090000 sec): 3 clusters
  Score: Raw -640019.522723 + Penalty 2903.397996 = -637116.124727
  nChanged 21
		SP:Iteration 26Q (20790.240000 sec): 3 clusters
  Score: Raw -640023.170839 + Penalty 2903.397996 = -637119.772842
  nChanged 24
		SP:Iteration 27Q (20790.460000 sec): 3 clusters
  Score: Raw -640028.241338 + Penalty 2903.397996 = -637124.843342
  nChanged 23
		SP:Iteration 28Q (20790.700000 sec): 3 clusters
  Score: Raw -640032.706835 + Penalty 2903.397996 = -637129.308839
  nChanged 14
		SP:Iteration 29Q (20790.880000 sec): 3 clusters
  Score: Raw -640035.424909 + Penalty 2903.397996 = -637132.026913
  nChanged 18
		SP:Iteration 30Q (20791.060000 sec): 3 clusters
  Score: Raw -640038.764331 + Penalty 2903.397996 = -637135.366335
  nChanged 18
		SP:Iteration 31Q (20791.240000 sec): 3 clusters
  Score: Raw -640042.411228 + Penalty 2903.397996 = -637139.013232
  nChanged 21
		SP:Iteration 32Q (20791.410000 sec): 3 clusters
  Score: Raw -640047.533210 + Penalty 2903.397996 = -637144.135213
  nChanged 22
		SP:Iteration 33Q (20791.580000 sec): 3 clusters
  Score: Raw -640053.128293 + Penalty 2903.397996 = -637149.730296
  nChanged 23
		SP:Iteration 34Q (20791.740000 sec): 3 clusters
  Score: Raw -640059.341775 + Penalty 2903.397996 = -637155.943778
  nChanged 21
		SP:Iteration 35Q (20791.920000 sec): 3 clusters
  Score: Raw -640064.059124 + Penalty 2903.397996 = -637160.661128
  nChanged 20
		SP:Iteration 36Q (20792.100000 sec): 3 clusters
  Score: Raw -640069.257056 + Penalty 2903.397996 = -637165.859059
  nChanged 20
		SP:Iteration 37Q (20792.280000 sec): 3 clusters
  Score: Raw -640073.248845 + Penalty 2903.397996 = -637169.850849
  nChanged 18
		SP:Iteration 38Q (20792.520000 sec): 3 clusters
  Score: Raw -640077.281717 + Penalty 2903.397996 = -637173.883721
  nChanged 19
		SP:Iteration 39Q (20792.680000 sec): 3 clusters
  Score: Raw -640080.360444 + Penalty 2903.397996 = -637176.962448
  nChanged 14
		SP:Iteration 40F (20792.880000 sec): 3 clusters
  Score: Raw -640082.773684 + Penalty 2903.397996 = -637179.375687
  nChanged 13
		SP:Iteration 41Q (20793.030000 sec): 3 clusters
  Score: Raw -640086.349394 + Penalty 2903.397996 = -637182.951397
  nChanged 16
		SP:Iteration 42Q (20793.240000 sec): 3 clusters
  Score: Raw -640090.270998 + Penalty 2903.397996 = -637186.873002
  nChanged 17
		SP:Iteration 43Q (20793.500000 sec): 3 clusters
  Score: Raw -640095.318295 + Penalty 2903.397996 = -637191.920299
  nChanged 22
		SP:Iteration 44Q (20793.680000 sec): 3 clusters
  Score: Raw -640102.538111 + Penalty 2903.397996 = -637199.140115
  nChanged 30
		SP:Iteration 45Q (20793.900000 sec): 3 clusters
  Score: Raw -640111.378853 + Penalty 2903.397996 = -637207.980857
  nChanged 27
		SP:Iteration 46Q (20794.070000 sec): 3 clusters
  Score: Raw -640118.369958 + Penalty 2903.397996 = -637214.971962
  nChanged 23
		SP:Iteration 47Q (20794.250000 sec): 3 clusters
  Score: Raw -640123.817242 + Penalty 2903.397996 = -637220.419246
  nChanged 25
		SP:Iteration 48Q (20794.450000 sec): 3 clusters
  Score: Raw -640129.821194 + Penalty 2903.397996 = -637226.423197
  nChanged 20
		SP:Iteration 49Q (20794.640000 sec): 3 clusters
  Score: Raw -640133.432962 + Penalty 2903.397996 = -637230.034966
  nChanged 15
		SP:Iteration 50Q (20794.820000 sec): 3 clusters
  Score: Raw -640135.928531 + Penalty 2903.397996 = -637232.530534
  nChanged 17
		SP:Iteration 51Q (20795.000000 sec): 3 clusters
  Score: Raw -640138.674105 + Penalty 2903.397996 = -637235.276108
  nChanged 19
		SP:Iteration 52Q (20795.170000 sec): 3 clusters
  Score: Raw -640144.815875 + Penalty 2903.397996 = -637241.417879
  nChanged 26
		SP:Iteration 53Q (20795.360000 sec): 3 clusters
  Score: Raw -640153.360985 + Penalty 2903.397996 = -637249.962989
  nChanged 27
		SP:Iteration 54Q (20795.580000 sec): 3 clusters
  Score: Raw -640159.678810 + Penalty 2903.397996 = -637256.280814
  nChanged 22
		SP:Iteration 55Q (20795.760000 sec): 3 clusters
  Score: Raw -640165.504029 + Penalty 2903.397996 = -637262.106032
  nChanged 29
		SP:Iteration 56Q (20795.930000 sec): 3 clusters
  Score: Raw -640172.883085 + Penalty 2903.397996 = -637269.485089
  nChanged 24
		SP:Iteration 57Q (20796.100000 sec): 3 clusters
  Score: Raw -640178.807571 + Penalty 2903.397996 = -637275.409575
  nChanged 22
		SP:Iteration 58Q (20796.270000 sec): 3 clusters
  Score: Raw -640184.832363 + Penalty 2903.397996 = -637281.434366
  nChanged 26
		SP:Iteration 59Q (20796.440000 sec): 3 clusters
  Score: Raw -640193.373653 + Penalty 2903.397996 = -637289.975657
  nChanged 21
		SP:Iteration 60F (20796.600000 sec): 3 clusters
  Score: Raw -640197.201016 + Penalty 2903.397996 = -637293.803020
  nChanged 14
		SP:Iteration 61Q (20796.770000 sec): 3 clusters
  Score: Raw -640201.076293 + Penalty 2903.397996 = -637297.678296
  nChanged 16
		SP:Iteration 62Q (20796.940000 sec): 3 clusters
  Score: Raw -640204.893639 + Penalty 2903.397996 = -637301.495643
  nChanged 16
		SP:Iteration 63Q (20797.120000 sec): 3 clusters
  Score: Raw -640208.191445 + Penalty 2903.397996 = -637304.793449
  nChanged 17
		SP:Iteration 64Q (20797.290000 sec): 3 clusters
  Score: Raw -640212.456697 + Penalty 2903.397996 = -637309.058701
  nChanged 14
		SP:Iteration 65Q (20797.460000 sec): 3 clusters
  Score: Raw -640216.255027 + Penalty 2903.397996 = -637312.857031
  nChanged 12
		SP:Iteration 66Q (20797.680000 sec): 3 clusters
  Score: Raw -640218.989536 + Penalty 2903.397996 = -637315.591540
  nChanged 14
		SP:Iteration 67Q (20797.860000 sec): 3 clusters
  Score: Raw -640221.547370 + Penalty 2903.397996 = -637318.149374
  nChanged 5
		SP:Iteration 68Q (20798.030000 sec): 3 clusters
  Score: Raw -640223.069029 + Penalty 2903.397996 = -637319.671032
  nChanged 9
		SP:Iteration 69Q (20798.200000 sec): 3 clusters
  Score: Raw -640224.752558 + Penalty 2903.397996 = -637321.354562
  nChanged 7
		SP:Iteration 70Q (20798.380000 sec): 3 clusters
  Score: Raw -640225.762954 + Penalty 2903.397996 = -637322.364957
  nChanged 4
		SP:Iteration 71Q (20798.540000 sec): 3 clusters
  Score: Raw -640226.267024 + Penalty 2903.397996 = -637322.869028
  nChanged 3
		SP:Iteration 72Q (20798.780000 sec): 3 clusters
  Score: Raw -640227.035378 + Penalty 2903.397996 = -637323.637382
  nChanged 1
		SP:Iteration 73Q (20798.930000 sec): 3 clusters
  Score: Raw -640227.307505 + Penalty 2903.397996 = -637323.909509
  nChanged 0
		SP:Iteration 74F (20799.090000 sec): 3 clusters
  Score: Raw -640227.307505 + Penalty 2903.397996 = -637323.909509
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (3845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20799.230000 sec): 2 clusters
  Score: Raw -323702.157091 + Penalty 1341.360943 = -322360.796148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20799.370000 sec): 3 clusters
  Score: Raw -321779.597532 + Penalty 2682.721887 = -319096.875645
  nChanged 1488
		SP:Iteration 1F (20799.550000 sec): 3 clusters
  Score: Raw -322754.429772 + Penalty 2682.721887 = -320071.707886
  nChanged 325
		SP:Iteration 2F (20799.690000 sec): 3 clusters
  Score: Raw -323002.539686 + Penalty 2682.721887 = -320319.817799
  nChanged 225
		SP:Iteration 3F (20799.850000 sec): 3 clusters
  Score: Raw -323170.212318 + Penalty 2682.721887 = -320487.490431
  nChanged 185
		SP:Iteration 4Q (20799.930000 sec): 3 clusters
  Score: Raw -323289.673733 + Penalty 2682.721887 = -320606.951847
  nChanged 150
		SP:Iteration 5Q (20800.110000 sec): 3 clusters
  Score: Raw -323389.549183 + Penalty 2682.721887 = -320706.827296
  nChanged 144
		SP:Iteration 6Q (20800.310000 sec): 3 clusters
  Score: Raw -323485.068108 + Penalty 2682.721887 = -320802.346222
  nChanged 129
		SP:Iteration 7Q (20800.480000 sec): 3 clusters
  Score: Raw -323570.111634 + Penalty 2682.721887 = -320887.389747
  nChanged 120
		SP:Iteration 8Q (20800.640000 sec): 3 clusters
  Score: Raw -323659.266086 + Penalty 2682.721887 = -320976.544200
  nChanged 112
		SP:Iteration 9Q (20800.780000 sec): 3 clusters
  Score: Raw -323712.747681 + Penalty 2682.721887 = -321030.025794
  nChanged 90
		SP:Iteration 10Q (20800.920000 sec): 3 clusters
  Score: Raw -323763.765503 + Penalty 2682.721887 = -321081.043617
  nChanged 75
		SP:Iteration 11Q (20801.090000 sec): 3 clusters
  Score: Raw -323805.549112 + Penalty 2682.721887 = -321122.827226
  nChanged 74
		SP:Iteration 12Q (20801.250000 sec): 3 clusters
  Score: Raw -323852.826481 + Penalty 2682.721887 = -321170.104594
  nChanged 78
		SP:Iteration 13Q (20801.410000 sec): 3 clusters
  Score: Raw -323911.188117 + Penalty 2682.721887 = -321228.466230
  nChanged 80
		SP:Iteration 14Q (20801.560000 sec): 3 clusters
  Score: Raw -323954.968412 + Penalty 2682.721887 = -321272.246525
  nChanged 67
		SP:Iteration 15Q (20801.740000 sec): 3 clusters
  Score: Raw -323987.120914 + Penalty 2682.721887 = -321304.399027
  nChanged 50
		SP:Iteration 16Q (20801.860000 sec): 3 clusters
  Score: Raw -324009.871621 + Penalty 2682.721887 = -321327.149735
  nChanged 38
		SP:Iteration 17Q (20802.000000 sec): 3 clusters
  Score: Raw -324023.260576 + Penalty 2682.721887 = -321340.538690
  nChanged 29
		SP:Iteration 18Q (20802.150000 sec): 3 clusters
  Score: Raw -324036.866909 + Penalty 2682.721887 = -321354.145022
  nChanged 27
		SP:Iteration 19Q (20802.350000 sec): 3 clusters
  Score: Raw -324049.023544 + Penalty 2682.721887 = -321366.301658
  nChanged 27
		SP:Iteration 20F (20802.470000 sec): 3 clusters
  Score: Raw -324062.134511 + Penalty 2682.721887 = -321379.412625
  nChanged 30
		SP:Iteration 21Q (20802.610000 sec): 3 clusters
  Score: Raw -324075.670722 + Penalty 2682.721887 = -321392.948835
  nChanged 27
		SP:Iteration 22Q (20802.750000 sec): 3 clusters
  Score: Raw -324085.522533 + Penalty 2682.721887 = -321402.800646
  nChanged 20
		SP:Iteration 23Q (20802.890000 sec): 3 clusters
  Score: Raw -324094.097886 + Penalty 2682.721887 = -321411.375999
  nChanged 23
		SP:Iteration 24Q (20803.020000 sec): 3 clusters
  Score: Raw -324103.836130 + Penalty 2682.721887 = -321421.114243
  nChanged 17
		SP:Iteration 25Q (20803.210000 sec): 3 clusters
  Score: Raw -324112.099858 + Penalty 2682.721887 = -321429.377971
  nChanged 23
		SP:Iteration 26Q (20803.410000 sec): 3 clusters
  Score: Raw -324122.680697 + Penalty 2682.721887 = -321439.958810
  nChanged 25
		SP:Iteration 27Q (20803.600000 sec): 3 clusters
  Score: Raw -324138.478403 + Penalty 2682.721887 = -321455.756516
  nChanged 33
		SP:Iteration 28Q (20803.710000 sec): 3 clusters
  Score: Raw -324158.215292 + Penalty 2682.721887 = -321475.493406
  nChanged 37
		SP:Iteration 29Q (20803.880000 sec): 3 clusters
  Score: Raw -324179.103315 + Penalty 2682.721887 = -321496.381429
  nChanged 47
		SP:Iteration 30Q (20804.030000 sec): 3 clusters
  Score: Raw -324212.278369 + Penalty 2682.721887 = -321529.556482
  nChanged 46
		SP:Iteration 31Q (20804.200000 sec): 3 clusters
  Score: Raw -324248.676516 + Penalty 2682.721887 = -321565.954630
  nChanged 51
		SP:Iteration 32Q (20804.340000 sec): 3 clusters
  Score: Raw -324281.454693 + Penalty 2682.721887 = -321598.732806
  nChanged 31
		SP:Iteration 33Q (20804.490000 sec): 3 clusters
  Score: Raw -324297.908369 + Penalty 2682.721887 = -321615.186483
  nChanged 30
		SP:Iteration 34Q (20804.640000 sec): 3 clusters
  Score: Raw -324310.544740 + Penalty 2682.721887 = -321627.822853
  nChanged 23
		SP:Iteration 35Q (20804.820000 sec): 3 clusters
  Score: Raw -324320.173418 + Penalty 2682.721887 = -321637.451531
  nChanged 18
		SP:Iteration 36Q (20804.970000 sec): 3 clusters
  Score: Raw -324331.035459 + Penalty 2682.721887 = -321648.313572
  nChanged 27
		SP:Iteration 37Q (20805.130000 sec): 3 clusters
  Score: Raw -324340.876555 + Penalty 2682.721887 = -321658.154668
  nChanged 16
		SP:Iteration 38Q (20805.330000 sec): 3 clusters
  Score: Raw -324347.396659 + Penalty 2682.721887 = -321664.674773
  nChanged 16
		SP:Iteration 39Q (20805.510000 sec): 3 clusters
  Score: Raw -324351.699382 + Penalty 2682.721887 = -321668.977495
  nChanged 12
		SP:Iteration 40F (20805.650000 sec): 3 clusters
  Score: Raw -324354.563823 + Penalty 2682.721887 = -321671.841936
  nChanged 6
		SP:Iteration 41Q (20805.800000 sec): 3 clusters
  Score: Raw -324356.225047 + Penalty 2682.721887 = -321673.503160
  nChanged 11
		SP:Iteration 42Q (20805.950000 sec): 3 clusters
  Score: Raw -324359.998565 + Penalty 2682.721887 = -321677.276679
  nChanged 8
		SP:Iteration 43Q (20806.120000 sec): 3 clusters
  Score: Raw -324362.434978 + Penalty 2682.721887 = -321679.713091
  nChanged 8
		SP:Iteration 44Q (20806.290000 sec): 3 clusters
  Score: Raw -324365.699810 + Penalty 2682.721887 = -321682.977923
  nChanged 12
		SP:Iteration 45Q (20806.450000 sec): 3 clusters
  Score: Raw -324370.677758 + Penalty 2682.721887 = -321687.955871
  nChanged 12
		SP:Iteration 46Q (20806.600000 sec): 3 clusters
  Score: Raw -324375.888457 + Penalty 2682.721887 = -321693.166571
  nChanged 13
		SP:Iteration 47Q (20806.760000 sec): 3 clusters
  Score: Raw -324381.201466 + Penalty 2682.721887 = -321698.479579
  nChanged 11
		SP:Iteration 48Q (20806.970000 sec): 3 clusters
  Score: Raw -324386.546688 + Penalty 2682.721887 = -321703.824801
  nChanged 15
		SP:Iteration 49Q (20807.160000 sec): 3 clusters
  Score: Raw -324393.134782 + Penalty 2682.721887 = -321710.412896
  nChanged 15
		SP:Iteration 50Q (20807.350000 sec): 3 clusters
  Score: Raw -324399.602069 + Penalty 2682.721887 = -321716.880182
  nChanged 14
		SP:Iteration 51Q (20807.500000 sec): 3 clusters
  Score: Raw -324407.326091 + Penalty 2682.721887 = -321724.604204
  nChanged 16
		SP:Iteration 52Q (20807.660000 sec): 3 clusters
  Score: Raw -324413.324119 + Penalty 2682.721887 = -321730.602232
  nChanged 4
		SP:Iteration 53Q (20807.770000 sec): 3 clusters
  Score: Raw -324414.794659 + Penalty 2682.721887 = -321732.072773
  nChanged 5
		SP:Iteration 54Q (20807.910000 sec): 3 clusters
  Score: Raw -324415.685819 + Penalty 2682.721887 = -321732.963932
  nChanged 4
		SP:Iteration 55Q (20808.040000 sec): 3 clusters
  Score: Raw -324416.515882 + Penalty 2682.721887 = -321733.793995
  nChanged 4
		SP:Iteration 56Q (20808.190000 sec): 3 clusters
  Score: Raw -324417.405303 + Penalty 2682.721887 = -321734.683416
  nChanged 4
		SP:Iteration 57Q (20808.330000 sec): 3 clusters
  Score: Raw -324418.173222 + Penalty 2682.721887 = -321735.451335
  nChanged 2
		SP:Iteration 58Q (20808.480000 sec): 3 clusters
  Score: Raw -324419.524993 + Penalty 2682.721887 = -321736.803107
  nChanged 3
		SP:Iteration 59Q (20808.630000 sec): 3 clusters
  Score: Raw -324420.418489 + Penalty 2682.721887 = -321737.696602
  nChanged 3
		SP:Iteration 60F (20808.780000 sec): 3 clusters
  Score: Raw -324421.319661 + Penalty 2682.721887 = -321738.597774
  nChanged 3
		SP:Iteration 61Q (20808.920000 sec): 3 clusters
  Score: Raw -324422.186344 + Penalty 2682.721887 = -321739.464457
  nChanged 2
		SP:Iteration 62Q (20809.070000 sec): 3 clusters
  Score: Raw -324422.468781 + Penalty 2682.721887 = -321739.746894
  nChanged 2
		SP:Iteration 63Q (20809.220000 sec): 3 clusters
  Score: Raw -324423.032053 + Penalty 2682.721887 = -321740.310167
  nChanged 0
		SP:Iteration 64F (20809.370000 sec): 3 clusters
  Score: Raw -324423.032053 + Penalty 2682.721887 = -321740.310167
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (2882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20809.460000 sec): 2 clusters
  Score: Raw -226656.836250 + Penalty 1294.513964 = -225362.322286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20809.610000 sec): 3 clusters
  Score: Raw -225361.352867 + Penalty 2589.027927 = -222772.324940
  nChanged 1094
		SP:Iteration 1F (20809.760000 sec): 3 clusters
  Score: Raw -226202.715684 + Penalty 2589.027927 = -223613.687757
  nChanged 285
		SP:Iteration 2F (20809.900000 sec): 3 clusters
  Score: Raw -226496.833760 + Penalty 2589.027927 = -223907.805833
  nChanged 218
		SP:Iteration 3F (20810.060000 sec): 3 clusters
  Score: Raw -226705.663937 + Penalty 2589.027927 = -224116.636010
  nChanged 160
		SP:Iteration 4F (20810.200000 sec): 3 clusters
  Score: Raw -226849.379023 + Penalty 2589.027927 = -224260.351096
  nChanged 109
		SP:Iteration 5Q (20810.340000 sec): 3 clusters
  Score: Raw -226939.332299 + Penalty 2589.027927 = -224350.304372
  nChanged 77
		SP:Iteration 6Q (20810.480000 sec): 3 clusters
  Score: Raw -226999.562247 + Penalty 2589.027927 = -224410.534320
  nChanged 56
		SP:Iteration 7Q (20810.630000 sec): 3 clusters
  Score: Raw -227036.562243 + Penalty 2589.027927 = -224447.534316
  nChanged 50
		SP:Iteration 8Q (20810.780000 sec): 3 clusters
  Score: Raw -227062.501005 + Penalty 2589.027927 = -224473.473077
  nChanged 37
		SP:Iteration 9Q (20810.930000 sec): 3 clusters
  Score: Raw -227087.650928 + Penalty 2589.027927 = -224498.623001
  nChanged 36
		SP:Iteration 10Q (20811.100000 sec): 3 clusters
  Score: Raw -227115.794023 + Penalty 2589.027927 = -224526.766096
  nChanged 43
		SP:Iteration 11Q (20811.260000 sec): 3 clusters
  Score: Raw -227142.245812 + Penalty 2589.027927 = -224553.217885
  nChanged 30
		SP:Iteration 12Q (20811.450000 sec): 3 clusters
  Score: Raw -227160.089033 + Penalty 2589.027927 = -224571.061106
  nChanged 26
		SP:Iteration 13Q (20811.570000 sec): 3 clusters
  Score: Raw -227173.339856 + Penalty 2589.027927 = -224584.311929
  nChanged 25
		SP:Iteration 14Q (20811.730000 sec): 3 clusters
  Score: Raw -227184.555821 + Penalty 2589.027927 = -224595.527894
  nChanged 18
		SP:Iteration 15Q (20811.890000 sec): 3 clusters
  Score: Raw -227192.979946 + Penalty 2589.027927 = -224603.952019
  nChanged 22
		SP:Iteration 16Q (20812.030000 sec): 3 clusters
  Score: Raw -227205.980931 + Penalty 2589.027927 = -224616.953004
  nChanged 21
		SP:Iteration 17Q (20812.180000 sec): 3 clusters
  Score: Raw -227215.715005 + Penalty 2589.027927 = -224626.687078
  nChanged 23
		SP:Iteration 18Q (20812.330000 sec): 3 clusters
  Score: Raw -227224.948276 + Penalty 2589.027927 = -224635.920348
  nChanged 19
		SP:Iteration 19Q (20812.480000 sec): 3 clusters
  Score: Raw -227231.361033 + Penalty 2589.027927 = -224642.333105
  nChanged 14
		SP:Iteration 20F (20812.630000 sec): 3 clusters
  Score: Raw -227238.372081 + Penalty 2589.027927 = -224649.344154
  nChanged 15
		SP:Iteration 21Q (20812.770000 sec): 3 clusters
  Score: Raw -227244.891319 + Penalty 2589.027927 = -224655.863392
  nChanged 17
		SP:Iteration 22Q (20812.920000 sec): 3 clusters
  Score: Raw -227251.754093 + Penalty 2589.027927 = -224662.726166
  nChanged 7
		SP:Iteration 23Q (20813.070000 sec): 3 clusters
  Score: Raw -227254.754226 + Penalty 2589.027927 = -224665.726298
  nChanged 10
		SP:Iteration 24Q (20813.220000 sec): 3 clusters
  Score: Raw -227258.601885 + Penalty 2589.027927 = -224669.573958
  nChanged 15
		SP:Iteration 25Q (20813.370000 sec): 3 clusters
  Score: Raw -227266.043892 + Penalty 2589.027927 = -224677.015965
  nChanged 20
		SP:Iteration 26Q (20813.520000 sec): 3 clusters
  Score: Raw -227277.547889 + Penalty 2589.027927 = -224688.519961
  nChanged 17
		SP:Iteration 27Q (20813.670000 sec): 3 clusters
  Score: Raw -227288.087528 + Penalty 2589.027927 = -224699.059600
  nChanged 23
		SP:Iteration 28Q (20813.810000 sec): 3 clusters
  Score: Raw -227303.566878 + Penalty 2589.027927 = -224714.538951
  nChanged 23
		SP:Iteration 29Q (20813.960000 sec): 3 clusters
  Score: Raw -227313.018483 + Penalty 2589.027927 = -224723.990556
  nChanged 20
		SP:Iteration 30Q (20814.120000 sec): 3 clusters
  Score: Raw -227321.030735 + Penalty 2589.027927 = -224732.002808
  nChanged 8
		SP:Iteration 31Q (20814.270000 sec): 3 clusters
  Score: Raw -227323.909297 + Penalty 2589.027927 = -224734.881369
  nChanged 8
		SP:Iteration 32Q (20814.410000 sec): 3 clusters
  Score: Raw -227326.364283 + Penalty 2589.027927 = -224737.336355
  nChanged 7
		SP:Iteration 33Q (20814.560000 sec): 3 clusters
  Score: Raw -227328.887331 + Penalty 2589.027927 = -224739.859404
  nChanged 5
		SP:Iteration 34Q (20814.700000 sec): 3 clusters
  Score: Raw -227330.439932 + Penalty 2589.027927 = -224741.412005
  nChanged 9
		SP:Iteration 35Q (20814.840000 sec): 3 clusters
  Score: Raw -227335.515789 + Penalty 2589.027927 = -224746.487862
  nChanged 12
		SP:Iteration 36Q (20814.980000 sec): 3 clusters
  Score: Raw -227342.533986 + Penalty 2589.027927 = -224753.506059
  nChanged 7
		SP:Iteration 37Q (20815.120000 sec): 3 clusters
  Score: Raw -227345.884219 + Penalty 2589.027927 = -224756.856292
  nChanged 5
		SP:Iteration 38Q (20815.270000 sec): 3 clusters
  Score: Raw -227348.043182 + Penalty 2589.027927 = -224759.015255
  nChanged 5
		SP:Iteration 39Q (20815.420000 sec): 3 clusters
  Score: Raw -227350.525197 + Penalty 2589.027927 = -224761.497270
  nChanged 5
		SP:Iteration 40F (20815.580000 sec): 3 clusters
  Score: Raw -227352.391104 + Penalty 2589.027927 = -224763.363177
  nChanged 3
		SP:Iteration 41Q (20815.720000 sec): 3 clusters
  Score: Raw -227353.235169 + Penalty 2589.027927 = -224764.207242
  nChanged 2
		SP:Iteration 42Q (20815.870000 sec): 3 clusters
  Score: Raw -227353.933003 + Penalty 2589.027927 = -224764.905076
  nChanged 3
		SP:Iteration 43Q (20816.040000 sec): 3 clusters
  Score: Raw -227355.737726 + Penalty 2589.027927 = -224766.709799
  nChanged 2
		SP:Iteration 44Q (20816.170000 sec): 3 clusters
  Score: Raw -227356.271122 + Penalty 2589.027927 = -224767.243195
  nChanged 0
		SP:Iteration 45F (20816.320000 sec): 3 clusters
  Score: Raw -227356.271122 + Penalty 2589.027927 = -224767.243195
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (10369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20816.520000 sec): 2 clusters
  Score: Raw -917700.982276 + Penalty 1502.568578 = -916198.413698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20816.730000 sec): 3 clusters
  Score: Raw -911822.951334 + Penalty 3005.137156 = -908817.814178
  nChanged 4461
		SP:Iteration 1F (20816.920000 sec): 3 clusters
  Score: Raw -914654.699503 + Penalty 3005.137156 = -911649.562347
  nChanged 943
		SP:Iteration 2F (20817.140000 sec): 3 clusters
  Score: Raw -915449.574498 + Penalty 3005.137156 = -912444.437342
  nChanged 871
		SP:Iteration 3F (20817.350000 sec): 3 clusters
  Score: Raw -916212.697166 + Penalty 3005.137156 = -913207.560010
  nChanged 788
		SP:Iteration 4F (20817.540000 sec): 3 clusters
  Score: Raw -916840.797963 + Penalty 3005.137156 = -913835.660807
  nChanged 677
		SP:Iteration 5F (20817.840000 sec): 3 clusters
  Score: Raw -917344.121370 + Penalty 3005.137156 = -914338.984214
  nChanged 512
		SP:Iteration 6Q (20818.050000 sec): 3 clusters
  Score: Raw -917680.976794 + Penalty 3005.137156 = -914675.839638
  nChanged 415
		SP:Iteration 7Q (20818.300000 sec): 3 clusters
  Score: Raw -917948.971997 + Penalty 3005.137156 = -914943.834841
  nChanged 371
		SP:Iteration 8Q (20818.520000 sec): 3 clusters
  Score: Raw -918203.569073 + Penalty 3005.137156 = -915198.431917
  nChanged 356
		SP:Iteration 9Q (20818.800000 sec): 3 clusters
  Score: Raw -918464.608707 + Penalty 3005.137156 = -915459.471551
  nChanged 322
		SP:Iteration 10Q (20819.040000 sec): 3 clusters
  Score: Raw -918711.421767 + Penalty 3005.137156 = -915706.284611
  nChanged 319
		SP:Iteration 11Q (20819.240000 sec): 3 clusters
  Score: Raw -918944.676454 + Penalty 3005.137156 = -915939.539298
  nChanged 288
		SP:Iteration 12Q (20819.430000 sec): 3 clusters
  Score: Raw -919126.845944 + Penalty 3005.137156 = -916121.708788
  nChanged 241
		SP:Iteration 13Q (20819.670000 sec): 3 clusters
  Score: Raw -919264.045283 + Penalty 3005.137156 = -916258.908127
  nChanged 198
		SP:Iteration 14Q (20819.910000 sec): 3 clusters
  Score: Raw -919367.716851 + Penalty 3005.137156 = -916362.579695
  nChanged 160
		SP:Iteration 15Q (20820.110000 sec): 3 clusters
  Score: Raw -919445.323592 + Penalty 3005.137156 = -916440.186436
  nChanged 131
		SP:Iteration 16Q (20820.320000 sec): 3 clusters
  Score: Raw -919505.937290 + Penalty 3005.137156 = -916500.800134
  nChanged 101
		SP:Iteration 17Q (20820.510000 sec): 3 clusters
  Score: Raw -919550.758043 + Penalty 3005.137156 = -916545.620887
  nChanged 88
		SP:Iteration 18Q (20820.740000 sec): 3 clusters
  Score: Raw -919585.470910 + Penalty 3005.137156 = -916580.333754
  nChanged 76
		SP:Iteration 19Q (20820.880000 sec): 3 clusters
  Score: Raw -919623.477614 + Penalty 3005.137156 = -916618.340458
  nChanged 62
		SP:Iteration 20F (20821.100000 sec): 3 clusters
  Score: Raw -919657.649809 + Penalty 3005.137156 = -916652.512653
  nChanged 51
		SP:Iteration 21Q (20821.330000 sec): 3 clusters
  Score: Raw -919685.641008 + Penalty 3005.137156 = -916680.503852
  nChanged 63
		SP:Iteration 22Q (20821.520000 sec): 3 clusters
  Score: Raw -919711.487456 + Penalty 3005.137156 = -916706.350300
  nChanged 48
		SP:Iteration 23Q (20821.720000 sec): 3 clusters
  Score: Raw -919727.714204 + Penalty 3005.137156 = -916722.577048
  nChanged 44
		SP:Iteration 24Q (20821.940000 sec): 3 clusters
  Score: Raw -919737.450198 + Penalty 3005.137156 = -916732.313042
  nChanged 25
		SP:Iteration 25Q (20822.140000 sec): 3 clusters
  Score: Raw -919740.907465 + Penalty 3005.137156 = -916735.770309
  nChanged 11
		SP:Iteration 26Q (20822.330000 sec): 3 clusters
  Score: Raw -919742.353213 + Penalty 3005.137156 = -916737.216057
  nChanged 7
		SP:Iteration 27Q (20822.540000 sec): 3 clusters
  Score: Raw -919743.570884 + Penalty 3005.137156 = -916738.433728
  nChanged 13
		SP:Iteration 28Q (20822.730000 sec): 3 clusters
  Score: Raw -919745.480715 + Penalty 3005.137156 = -916740.343559
  nChanged 9
		SP:Iteration 29Q (20822.920000 sec): 3 clusters
  Score: Raw -919746.406202 + Penalty 3005.137156 = -916741.269046
  nChanged 2
		SP:Iteration 30Q (20823.120000 sec): 3 clusters
  Score: Raw -919746.624862 + Penalty 3005.137156 = -916741.487706
  nChanged 1
		SP:Iteration 31Q (20823.320000 sec): 3 clusters
  Score: Raw -919746.754364 + Penalty 3005.137156 = -916741.617208
  nChanged 1
		SP:Iteration 32Q (20823.580000 sec): 3 clusters
  Score: Raw -919746.943599 + Penalty 3005.137156 = -916741.806443
  nChanged 1
		SP:Iteration 33Q (20823.740000 sec): 3 clusters
  Score: Raw -919746.996876 + Penalty 3005.137156 = -916741.859720
  nChanged 0
		SP:Iteration 34F (20823.990000 sec): 3 clusters
  Score: Raw -919746.996876 + Penalty 3005.137156 = -916741.859720
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 107.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (3025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20824.080000 sec): 2 clusters
  Score: Raw -287208.836652 + Penalty 1302.383285 = -285906.453367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20824.200000 sec): 3 clusters
  Score: Raw -285767.670967 + Penalty 2604.766570 = -283162.904397
  nChanged 1120
		SP:Iteration 1F (20824.360000 sec): 3 clusters
  Score: Raw -286415.492932 + Penalty 2604.766570 = -283810.726361
  nChanged 237
		SP:Iteration 2F (20824.480000 sec): 3 clusters
  Score: Raw -286579.840890 + Penalty 2604.766570 = -283975.074320
  nChanged 189
		SP:Iteration 3F (20824.630000 sec): 3 clusters
  Score: Raw -286713.558562 + Penalty 2604.766570 = -284108.791991
  nChanged 158
		SP:Iteration 4F (20824.790000 sec): 3 clusters
  Score: Raw -286831.272316 + Penalty 2604.766570 = -284226.505746
  nChanged 135
		SP:Iteration 5Q (20824.930000 sec): 3 clusters
  Score: Raw -286935.517155 + Penalty 2604.766570 = -284330.750585
  nChanged 108
		SP:Iteration 6Q (20825.120000 sec): 3 clusters
  Score: Raw -287010.165185 + Penalty 2604.766570 = -284405.398615
  nChanged 97
		SP:Iteration 7Q (20825.260000 sec): 3 clusters
  Score: Raw -287077.838404 + Penalty 2604.766570 = -284473.071833
  nChanged 93
		SP:Iteration 8Q (20825.430000 sec): 3 clusters
  Score: Raw -287142.209546 + Penalty 2604.766570 = -284537.442975
  nChanged 69
		SP:Iteration 9Q (20825.530000 sec): 3 clusters
  Score: Raw -287187.274972 + Penalty 2604.766570 = -284582.508401
  nChanged 68
		SP:Iteration 10Q (20825.660000 sec): 3 clusters
  Score: Raw -287227.543945 + Penalty 2604.766570 = -284622.777375
  nChanged 52
		SP:Iteration 11Q (20825.810000 sec): 3 clusters
  Score: Raw -287253.427964 + Penalty 2604.766570 = -284648.661394
  nChanged 43
		SP:Iteration 12Q (20825.960000 sec): 3 clusters
  Score: Raw -287272.920154 + Penalty 2604.766570 = -284668.153583
  nChanged 31
		SP:Iteration 13Q (20826.110000 sec): 3 clusters
  Score: Raw -287287.004824 + Penalty 2604.766570 = -284682.238254
  nChanged 31
		SP:Iteration 14Q (20826.260000 sec): 3 clusters
  Score: Raw -287301.982545 + Penalty 2604.766570 = -284697.215975
  nChanged 27
		SP:Iteration 15Q (20826.450000 sec): 3 clusters
  Score: Raw -287316.619641 + Penalty 2604.766570 = -284711.853070
  nChanged 23
		SP:Iteration 16Q (20826.580000 sec): 3 clusters
  Score: Raw -287327.470986 + Penalty 2604.766570 = -284722.704415
  nChanged 22
		SP:Iteration 17Q (20826.720000 sec): 3 clusters
  Score: Raw -287337.031785 + Penalty 2604.766570 = -284732.265215
  nChanged 16
		SP:Iteration 18Q (20826.880000 sec): 3 clusters
  Score: Raw -287344.214202 + Penalty 2604.766570 = -284739.447631
  nChanged 17
		SP:Iteration 19Q (20827.040000 sec): 3 clusters
  Score: Raw -287351.399868 + Penalty 2604.766570 = -284746.633298
  nChanged 20
		SP:Iteration 20F (20827.200000 sec): 3 clusters
  Score: Raw -287358.792563 + Penalty 2604.766570 = -284754.025993
  nChanged 12
		SP:Iteration 21Q (20827.350000 sec): 3 clusters
  Score: Raw -287363.718123 + Penalty 2604.766570 = -284758.951553
  nChanged 10
		SP:Iteration 22Q (20827.490000 sec): 3 clusters
  Score: Raw -287367.542505 + Penalty 2604.766570 = -284762.775935
  nChanged 6
		SP:Iteration 23Q (20827.630000 sec): 3 clusters
  Score: Raw -287369.136792 + Penalty 2604.766570 = -284764.370222
  nChanged 4
		SP:Iteration 24Q (20827.790000 sec): 3 clusters
  Score: Raw -287370.204477 + Penalty 2604.766570 = -284765.437906
  nChanged 2
		SP:Iteration 25Q (20827.940000 sec): 3 clusters
  Score: Raw -287370.795047 + Penalty 2604.766570 = -284766.028476
  nChanged 2
		SP:Iteration 26Q (20828.090000 sec): 3 clusters
  Score: Raw -287371.178065 + Penalty 2604.766570 = -284766.411494
  nChanged 2
		SP:Iteration 27Q (20828.240000 sec): 3 clusters
  Score: Raw -287371.799178 + Penalty 2604.766570 = -284767.032608
  nChanged 3
		SP:Iteration 28Q (20828.430000 sec): 3 clusters
  Score: Raw -287373.364915 + Penalty 2604.766570 = -284768.598344
  nChanged 2
		SP:Iteration 29Q (20828.540000 sec): 3 clusters
  Score: Raw -287374.383008 + Penalty 2604.766570 = -284769.616438
  nChanged 2
		SP:Iteration 30Q (20828.720000 sec): 3 clusters
  Score: Raw -287374.826252 + Penalty 2604.766570 = -284770.059681
  nChanged 1
		SP:Iteration 31Q (20828.860000 sec): 3 clusters
  Score: Raw -287375.062045 + Penalty 2604.766570 = -284770.295475
  nChanged 2
		SP:Iteration 32Q (20828.990000 sec): 3 clusters
  Score: Raw -287375.384849 + Penalty 2604.766570 = -284770.618279
  nChanged 1
		SP:Iteration 33Q (20829.140000 sec): 3 clusters
  Score: Raw -287376.026240 + Penalty 2604.766570 = -284771.259669
  nChanged 1
		SP:Iteration 34Q (20829.290000 sec): 3 clusters
  Score: Raw -287376.661298 + Penalty 2604.766570 = -284771.894727
  nChanged 2
		SP:Iteration 35Q (20829.470000 sec): 3 clusters
  Score: Raw -287377.244233 + Penalty 2604.766570 = -284772.477663
  nChanged 1
		SP:Iteration 36Q (20829.610000 sec): 3 clusters
  Score: Raw -287377.397536 + Penalty 2604.766570 = -284772.630966
  nChanged 0
		SP:Iteration 37F (20829.770000 sec): 3 clusters
  Score: Raw -287377.397536 + Penalty 2604.766570 = -284772.630966
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (13212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20829.920000 sec): 2 clusters
  Score: Raw -1266838.918063 + Penalty 1541.943128 = -1265296.974935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20830.210000 sec): 3 clusters
  Score: Raw -1259138.279074 + Penalty 3083.886256 = -1256054.392819
  nChanged 5848
		SP:Iteration 1F (20830.410000 sec): 3 clusters
  Score: Raw -1262508.531317 + Penalty 3083.886256 = -1259424.645061
  nChanged 919
		SP:Iteration 2F (20830.670000 sec): 3 clusters
  Score: Raw -1263033.601327 + Penalty 3083.886256 = -1259949.715072
  nChanged 826
		SP:Iteration 3F (20830.930000 sec): 3 clusters
  Score: Raw -1263568.194338 + Penalty 3083.886256 = -1260484.308082
  nChanged 778
		SP:Iteration 4F (20831.190000 sec): 3 clusters
  Score: Raw -1264067.623322 + Penalty 3083.886256 = -1260983.737067
  nChanged 721
		SP:Iteration 5F (20831.450000 sec): 3 clusters
  Score: Raw -1264534.979321 + Penalty 3083.886256 = -1261451.093065
  nChanged 693
		SP:Iteration 6F (20831.740000 sec): 3 clusters
  Score: Raw -1264969.629491 + Penalty 3083.886256 = -1261885.743236
  nChanged 637
		SP:Iteration 7Q (20831.960000 sec): 3 clusters
  Score: Raw -1265360.659847 + Penalty 3083.886256 = -1262276.773592
  nChanged 565
		SP:Iteration 8Q (20832.190000 sec): 3 clusters
  Score: Raw -1265722.346965 + Penalty 3083.886256 = -1262638.460710
  nChanged 540
		SP:Iteration 9Q (20832.420000 sec): 3 clusters
  Score: Raw -1266119.798293 + Penalty 3083.886256 = -1263035.912037
  nChanged 536
		SP:Iteration 10Q (20832.660000 sec): 3 clusters
  Score: Raw -1266437.092755 + Penalty 3083.886256 = -1263353.206499
  nChanged 423
		SP:Iteration 11Q (20832.970000 sec): 3 clusters
  Score: Raw -1266697.052845 + Penalty 3083.886256 = -1263613.166590
  nChanged 380
		SP:Iteration 12Q (20833.200000 sec): 3 clusters
  Score: Raw -1266890.642898 + Penalty 3083.886256 = -1263806.756643
  nChanged 308
		SP:Iteration 13Q (20833.470000 sec): 3 clusters
  Score: Raw -1267043.550790 + Penalty 3083.886256 = -1263959.664535
  nChanged 250
		SP:Iteration 14Q (20833.750000 sec): 3 clusters
  Score: Raw -1267164.433267 + Penalty 3083.886256 = -1264080.547011
  nChanged 254
		SP:Iteration 15Q (20833.950000 sec): 3 clusters
  Score: Raw -1267285.951232 + Penalty 3083.886256 = -1264202.064976
  nChanged 234
		SP:Iteration 16Q (20834.180000 sec): 3 clusters
  Score: Raw -1267406.978739 + Penalty 3083.886256 = -1264323.092483
  nChanged 234
		SP:Iteration 17Q (20834.450000 sec): 3 clusters
  Score: Raw -1267519.124146 + Penalty 3083.886256 = -1264435.237890
  nChanged 216
		SP:Iteration 18Q (20834.710000 sec): 3 clusters
  Score: Raw -1267618.513134 + Penalty 3083.886256 = -1264534.626878
  nChanged 187
		SP:Iteration 19Q (20834.990000 sec): 3 clusters
  Score: Raw -1267709.894780 + Penalty 3083.886256 = -1264626.008524
  nChanged 186
		SP:Iteration 20F (20835.170000 sec): 3 clusters
  Score: Raw -1267809.234358 + Penalty 3083.886256 = -1264725.348103
  nChanged 176
		SP:Iteration 21Q (20835.430000 sec): 3 clusters
  Score: Raw -1267911.902248 + Penalty 3083.886256 = -1264828.015993
  nChanged 179
		SP:Iteration 22Q (20835.710000 sec): 3 clusters
  Score: Raw -1268007.532413 + Penalty 3083.886256 = -1264923.646157
  nChanged 158
		SP:Iteration 23Q (20835.990000 sec): 3 clusters
  Score: Raw -1268078.990888 + Penalty 3083.886256 = -1264995.104633
  nChanged 117
		SP:Iteration 24Q (20836.230000 sec): 3 clusters
  Score: Raw -1268125.451921 + Penalty 3083.886256 = -1265041.565665
  nChanged 98
		SP:Iteration 25Q (20836.420000 sec): 3 clusters
  Score: Raw -1268164.000947 + Penalty 3083.886256 = -1265080.114692
  nChanged 95
		SP:Iteration 26Q (20836.620000 sec): 3 clusters
  Score: Raw -1268193.011497 + Penalty 3083.886256 = -1265109.125241
  nChanged 68
		SP:Iteration 27Q (20836.870000 sec): 3 clusters
  Score: Raw -1268212.463562 + Penalty 3083.886256 = -1265128.577306
  nChanged 49
		SP:Iteration 28Q (20837.080000 sec): 3 clusters
  Score: Raw -1268225.568099 + Penalty 3083.886256 = -1265141.681844
  nChanged 34
		SP:Iteration 29Q (20837.240000 sec): 3 clusters
  Score: Raw -1268232.247582 + Penalty 3083.886256 = -1265148.361326
  nChanged 32
		SP:Iteration 30Q (20837.500000 sec): 3 clusters
  Score: Raw -1268238.985360 + Penalty 3083.886256 = -1265155.099105
  nChanged 29
		SP:Iteration 31Q (20837.710000 sec): 3 clusters
  Score: Raw -1268244.937652 + Penalty 3083.886256 = -1265161.051396
  nChanged 23
		SP:Iteration 32Q (20837.950000 sec): 3 clusters
  Score: Raw -1268249.404403 + Penalty 3083.886256 = -1265165.518147
  nChanged 21
		SP:Iteration 33Q (20838.180000 sec): 3 clusters
  Score: Raw -1268254.348237 + Penalty 3083.886256 = -1265170.461982
  nChanged 20
		SP:Iteration 34Q (20838.530000 sec): 3 clusters
  Score: Raw -1268258.921530 + Penalty 3083.886256 = -1265175.035274
  nChanged 18
		SP:Iteration 35Q (20838.710000 sec): 3 clusters
  Score: Raw -1268262.750135 + Penalty 3083.886256 = -1265178.863879
  nChanged 13
		SP:Iteration 36Q (20838.980000 sec): 3 clusters
  Score: Raw -1268264.969664 + Penalty 3083.886256 = -1265181.083409
  nChanged 15
		SP:Iteration 37Q (20839.240000 sec): 3 clusters
  Score: Raw -1268268.080709 + Penalty 3083.886256 = -1265184.194453
  nChanged 7
		SP:Iteration 38Q (20839.400000 sec): 3 clusters
  Score: Raw -1268269.601222 + Penalty 3083.886256 = -1265185.714967
  nChanged 9
		SP:Iteration 39Q (20839.640000 sec): 3 clusters
  Score: Raw -1268271.608560 + Penalty 3083.886256 = -1265187.722304
  nChanged 12
		SP:Iteration 40F (20839.940000 sec): 3 clusters
  Score: Raw -1268274.267477 + Penalty 3083.886256 = -1265190.381222
  nChanged 12
		SP:Iteration 41Q (20840.130000 sec): 3 clusters
  Score: Raw -1268276.314933 + Penalty 3083.886256 = -1265192.428678
  nChanged 9
		SP:Iteration 42Q (20840.350000 sec): 3 clusters
  Score: Raw -1268277.833289 + Penalty 3083.886256 = -1265193.947033
  nChanged 7
		SP:Iteration 43Q (20840.600000 sec): 3 clusters
  Score: Raw -1268279.453899 + Penalty 3083.886256 = -1265195.567643
  nChanged 10
		SP:Iteration 44Q (20840.830000 sec): 3 clusters
  Score: Raw -1268281.073302 + Penalty 3083.886256 = -1265197.187047
  nChanged 8
		SP:Iteration 45Q (20841.050000 sec): 3 clusters
  Score: Raw -1268282.441826 + Penalty 3083.886256 = -1265198.555570
  nChanged 8
		SP:Iteration 46Q (20841.300000 sec): 3 clusters
  Score: Raw -1268283.804271 + Penalty 3083.886256 = -1265199.918016
  nChanged 5
		SP:Iteration 47Q (20841.500000 sec): 3 clusters
  Score: Raw -1268284.575197 + Penalty 3083.886256 = -1265200.688942
  nChanged 5
		SP:Iteration 48Q (20841.790000 sec): 3 clusters
  Score: Raw -1268285.622664 + Penalty 3083.886256 = -1265201.736409
  nChanged 3
		SP:Iteration 49Q (20841.980000 sec): 3 clusters
  Score: Raw -1268286.173517 + Penalty 3083.886256 = -1265202.287261
  nChanged 2
		SP:Iteration 50Q (20842.220000 sec): 3 clusters
  Score: Raw -1268286.450615 + Penalty 3083.886256 = -1265202.564359
  nChanged 2
		SP:Iteration 51Q (20842.440000 sec): 3 clusters
  Score: Raw -1268286.698749 + Penalty 3083.886256 = -1265202.812493
  nChanged 1
		SP:Iteration 52Q (20842.610000 sec): 3 clusters
  Score: Raw -1268286.955434 + Penalty 3083.886256 = -1265203.069178
  nChanged 3
		SP:Iteration 53Q (20842.850000 sec): 3 clusters
  Score: Raw -1268287.563346 + Penalty 3083.886256 = -1265203.677091
  nChanged 5
		SP:Iteration 54Q (20843.060000 sec): 3 clusters
  Score: Raw -1268288.193104 + Penalty 3083.886256 = -1265204.306848
  nChanged 0
		SP:Iteration 55F (20843.330000 sec): 3 clusters
  Score: Raw -1268288.193104 + Penalty 3083.886256 = -1265204.306848
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (5098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20843.430000 sec): 2 clusters
  Score: Raw -397721.882948 + Penalty 1387.198083 = -396334.684866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20843.640000 sec): 3 clusters
  Score: Raw -395129.609269 + Penalty 2774.396165 = -392355.213104
  nChanged 2081
		SP:Iteration 1F (20843.780000 sec): 3 clusters
  Score: Raw -396414.524033 + Penalty 2774.396165 = -393640.127868
  nChanged 414
		SP:Iteration 2F (20843.960000 sec): 3 clusters
  Score: Raw -396691.472748 + Penalty 2774.396165 = -393917.076583
  nChanged 320
		SP:Iteration 3F (20844.120000 sec): 3 clusters
  Score: Raw -396878.142662 + Penalty 2774.396165 = -394103.746497
  nChanged 244
		SP:Iteration 4Q (20844.280000 sec): 3 clusters
  Score: Raw -397021.940806 + Penalty 2774.396165 = -394247.544641
  nChanged 195
		SP:Iteration 5Q (20844.440000 sec): 3 clusters
  Score: Raw -397138.933851 + Penalty 2774.396165 = -394364.537686
  nChanged 160
		SP:Iteration 6Q (20844.590000 sec): 3 clusters
  Score: Raw -397233.779200 + Penalty 2774.396165 = -394459.383035
  nChanged 145
		SP:Iteration 7Q (20844.750000 sec): 3 clusters
  Score: Raw -397302.723107 + Penalty 2774.396165 = -394528.326942
  nChanged 128
		SP:Iteration 8Q (20844.920000 sec): 3 clusters
  Score: Raw -397372.891019 + Penalty 2774.396165 = -394598.494854
  nChanged 118
		SP:Iteration 9Q (20845.090000 sec): 3 clusters
  Score: Raw -397441.033657 + Penalty 2774.396165 = -394666.637491
  nChanged 101
		SP:Iteration 10Q (20845.240000 sec): 3 clusters
  Score: Raw -397509.327880 + Penalty 2774.396165 = -394734.931715
  nChanged 123
		SP:Iteration 11Q (20845.380000 sec): 3 clusters
  Score: Raw -397580.667333 + Penalty 2774.396165 = -394806.271168
  nChanged 110
		SP:Iteration 12Q (20845.540000 sec): 3 clusters
  Score: Raw -397656.068347 + Penalty 2774.396165 = -394881.672182
  nChanged 106
		SP:Iteration 13Q (20845.710000 sec): 3 clusters
  Score: Raw -397725.605414 + Penalty 2774.396165 = -394951.209249
  nChanged 90
		SP:Iteration 14Q (20845.880000 sec): 3 clusters
  Score: Raw -397774.605631 + Penalty 2774.396165 = -395000.209465
  nChanged 82
		SP:Iteration 15Q (20846.040000 sec): 3 clusters
  Score: Raw -397818.096467 + Penalty 2774.396165 = -395043.700302
  nChanged 77
		SP:Iteration 16Q (20846.200000 sec): 3 clusters
  Score: Raw -397857.492938 + Penalty 2774.396165 = -395083.096773
  nChanged 59
		SP:Iteration 17Q (20846.360000 sec): 3 clusters
  Score: Raw -397885.074452 + Penalty 2774.396165 = -395110.678287
  nChanged 56
		SP:Iteration 18Q (20846.520000 sec): 3 clusters
  Score: Raw -397906.666977 + Penalty 2774.396165 = -395132.270812
  nChanged 49
		SP:Iteration 19Q (20846.670000 sec): 3 clusters
  Score: Raw -397931.552633 + Penalty 2774.396165 = -395157.156468
  nChanged 53
		SP:Iteration 20F (20846.830000 sec): 3 clusters
  Score: Raw -397966.014352 + Penalty 2774.396165 = -395191.618187
  nChanged 67
		SP:Iteration 21Q (20846.980000 sec): 3 clusters
  Score: Raw -398008.535834 + Penalty 2774.396165 = -395234.139669
  nChanged 69
		SP:Iteration 22Q (20847.160000 sec): 3 clusters
  Score: Raw -398046.290973 + Penalty 2774.396165 = -395271.894808
  nChanged 69
		SP:Iteration 23Q (20847.310000 sec): 3 clusters
  Score: Raw -398081.187657 + Penalty 2774.396165 = -395306.791492
  nChanged 69
		SP:Iteration 24Q (20847.480000 sec): 3 clusters
  Score: Raw -398115.950846 + Penalty 2774.396165 = -395341.554681
  nChanged 52
		SP:Iteration 25Q (20847.630000 sec): 3 clusters
  Score: Raw -398136.713518 + Penalty 2774.396165 = -395362.317352
  nChanged 42
		SP:Iteration 26Q (20847.780000 sec): 3 clusters
  Score: Raw -398153.202189 + Penalty 2774.396165 = -395378.806024
  nChanged 40
		SP:Iteration 27Q (20847.930000 sec): 3 clusters
  Score: Raw -398170.828984 + Penalty 2774.396165 = -395396.432819
  nChanged 32
		SP:Iteration 28Q (20848.110000 sec): 3 clusters
  Score: Raw -398184.585684 + Penalty 2774.396165 = -395410.189519
  nChanged 30
		SP:Iteration 29Q (20848.290000 sec): 3 clusters
  Score: Raw -398197.708212 + Penalty 2774.396165 = -395423.312047
  nChanged 34
		SP:Iteration 30Q (20848.480000 sec): 3 clusters
  Score: Raw -398211.927325 + Penalty 2774.396165 = -395437.531160
  nChanged 31
		SP:Iteration 31Q (20848.600000 sec): 3 clusters
  Score: Raw -398222.896029 + Penalty 2774.396165 = -395448.499863
  nChanged 19
		SP:Iteration 32Q (20848.770000 sec): 3 clusters
  Score: Raw -398227.850425 + Penalty 2774.396165 = -395453.454260
  nChanged 12
		SP:Iteration 33Q (20848.940000 sec): 3 clusters
  Score: Raw -398230.578822 + Penalty 2774.396165 = -395456.182657
  nChanged 16
		SP:Iteration 34Q (20849.070000 sec): 3 clusters
  Score: Raw -398235.771402 + Penalty 2774.396165 = -395461.375236
  nChanged 17
		SP:Iteration 35Q (20849.260000 sec): 3 clusters
  Score: Raw -398240.345923 + Penalty 2774.396165 = -395465.949758
  nChanged 21
		SP:Iteration 36Q (20849.400000 sec): 3 clusters
  Score: Raw -398246.156794 + Penalty 2774.396165 = -395471.760629
  nChanged 15
		SP:Iteration 37Q (20849.550000 sec): 3 clusters
  Score: Raw -398249.825051 + Penalty 2774.396165 = -395475.428885
  nChanged 10
		SP:Iteration 38Q (20849.680000 sec): 3 clusters
  Score: Raw -398253.938060 + Penalty 2774.396165 = -395479.541895
  nChanged 11
		SP:Iteration 39Q (20849.830000 sec): 3 clusters
  Score: Raw -398257.444001 + Penalty 2774.396165 = -395483.047836
  nChanged 9
		SP:Iteration 40F (20849.970000 sec): 3 clusters
  Score: Raw -398259.108988 + Penalty 2774.396165 = -395484.712823
  nChanged 9
		SP:Iteration 41Q (20850.150000 sec): 3 clusters
  Score: Raw -398262.362129 + Penalty 2774.396165 = -395487.965964
  nChanged 6
		SP:Iteration 42Q (20850.290000 sec): 3 clusters
  Score: Raw -398263.441202 + Penalty 2774.396165 = -395489.045036
  nChanged 5
		SP:Iteration 43Q (20850.400000 sec): 3 clusters
  Score: Raw -398264.452466 + Penalty 2774.396165 = -395490.056301
  nChanged 7
		SP:Iteration 44Q (20850.540000 sec): 3 clusters
  Score: Raw -398265.304296 + Penalty 2774.396165 = -395490.908130
  nChanged 5
		SP:Iteration 45Q (20850.700000 sec): 3 clusters
  Score: Raw -398267.012873 + Penalty 2774.396165 = -395492.616708
  nChanged 11
		SP:Iteration 46Q (20850.830000 sec): 3 clusters
  Score: Raw -398269.736982 + Penalty 2774.396165 = -395495.340817
  nChanged 7
		SP:Iteration 47Q (20850.970000 sec): 3 clusters
  Score: Raw -398271.738308 + Penalty 2774.396165 = -395497.342143
  nChanged 3
		SP:Iteration 48Q (20851.120000 sec): 3 clusters
  Score: Raw -398272.550749 + Penalty 2774.396165 = -395498.154584
  nChanged 2
		SP:Iteration 49Q (20851.270000 sec): 3 clusters
  Score: Raw -398272.924614 + Penalty 2774.396165 = -395498.528448
  nChanged 4
		SP:Iteration 50Q (20851.390000 sec): 3 clusters
  Score: Raw -398274.477033 + Penalty 2774.396165 = -395500.080868
  nChanged 4
		SP:Iteration 51Q (20851.560000 sec): 3 clusters
  Score: Raw -398275.181523 + Penalty 2774.396165 = -395500.785357
  nChanged 2
		SP:Iteration 52Q (20851.700000 sec): 3 clusters
  Score: Raw -398275.371355 + Penalty 2774.396165 = -395500.975190
  nChanged 2
		SP:Iteration 53Q (20851.920000 sec): 3 clusters
  Score: Raw -398275.729883 + Penalty 2774.396165 = -395501.333718
  nChanged 1
		SP:Iteration 54Q (20852.090000 sec): 3 clusters
  Score: Raw -398275.943356 + Penalty 2774.396165 = -395501.547191
  nChanged 1
		SP:Iteration 55Q (20852.240000 sec): 3 clusters
  Score: Raw -398276.063719 + Penalty 2774.396165 = -395501.667554
  nChanged 1
		SP:Iteration 56Q (20852.400000 sec): 3 clusters
  Score: Raw -398276.299308 + Penalty 2774.396165 = -395501.903143
  nChanged 1
		SP:Iteration 57Q (20852.540000 sec): 3 clusters
  Score: Raw -398276.650143 + Penalty 2774.396165 = -395502.253978
  nChanged 5
		SP:Iteration 58Q (20852.700000 sec): 3 clusters
  Score: Raw -398278.689616 + Penalty 2774.396165 = -395504.293451
  nChanged 7
		SP:Iteration 59Q (20852.820000 sec): 3 clusters
  Score: Raw -398280.222219 + Penalty 2774.396165 = -395505.826054
  nChanged 3
		SP:Iteration 60F (20852.970000 sec): 3 clusters
  Score: Raw -398281.069954 + Penalty 2774.396165 = -395506.673789
  nChanged 1
		SP:Iteration 61Q (20853.080000 sec): 3 clusters
  Score: Raw -398281.448305 + Penalty 2774.396165 = -395507.052140
  nChanged 5
		SP:Iteration 62Q (20853.320000 sec): 3 clusters
  Score: Raw -398283.458173 + Penalty 2774.396165 = -395509.062008
  nChanged 7
		SP:Iteration 63Q (20853.510000 sec): 3 clusters
  Score: Raw -398285.803249 + Penalty 2774.396165 = -395511.407084
  nChanged 7
		SP:Iteration 64Q (20853.680000 sec): 3 clusters
  Score: Raw -398288.532118 + Penalty 2774.396165 = -395514.135953
  nChanged 7
		SP:Iteration 65Q (20853.820000 sec): 3 clusters
  Score: Raw -398289.635373 + Penalty 2774.396165 = -395515.239208
  nChanged 3
		SP:Iteration 66Q (20853.980000 sec): 3 clusters
  Score: Raw -398290.035206 + Penalty 2774.396165 = -395515.639041
  nChanged 7
		SP:Iteration 67Q (20854.100000 sec): 3 clusters
  Score: Raw -398291.776745 + Penalty 2774.396165 = -395517.380580
  nChanged 8
		SP:Iteration 68Q (20854.280000 sec): 3 clusters
  Score: Raw -398294.271307 + Penalty 2774.396165 = -395519.875142
  nChanged 6
		SP:Iteration 69Q (20854.410000 sec): 3 clusters
  Score: Raw -398295.687598 + Penalty 2774.396165 = -395521.291433
  nChanged 3
		SP:Iteration 70Q (20854.540000 sec): 3 clusters
  Score: Raw -398296.303030 + Penalty 2774.396165 = -395521.906865
  nChanged 3
		SP:Iteration 71Q (20854.680000 sec): 3 clusters
  Score: Raw -398296.941121 + Penalty 2774.396165 = -395522.544956
  nChanged 1
		SP:Iteration 72Q (20854.860000 sec): 3 clusters
  Score: Raw -398297.032047 + Penalty 2774.396165 = -395522.635882
  nChanged 1
		SP:Iteration 73Q (20855.050000 sec): 3 clusters
  Score: Raw -398297.236935 + Penalty 2774.396165 = -395522.840770
  nChanged 2
		SP:Iteration 74Q (20855.250000 sec): 3 clusters
  Score: Raw -398298.064846 + Penalty 2774.396165 = -395523.668681
  nChanged 2
		SP:Iteration 75Q (20855.350000 sec): 3 clusters
  Score: Raw -398298.240824 + Penalty 2774.396165 = -395523.844659
  nChanged 1
		SP:Iteration 76Q (20855.510000 sec): 3 clusters
  Score: Raw -398298.374367 + Penalty 2774.396165 = -395523.978202
  nChanged 1
		SP:Iteration 77Q (20855.670000 sec): 3 clusters
  Score: Raw -398298.959929 + Penalty 2774.396165 = -395524.563764
  nChanged 1
		SP:Iteration 78Q (20855.840000 sec): 3 clusters
  Score: Raw -398299.397772 + Penalty 2774.396165 = -395525.001607
  nChanged 3
		SP:Iteration 79Q (20855.960000 sec): 3 clusters
  Score: Raw -398300.253580 + Penalty 2774.396165 = -395525.857415
  nChanged 6
		SP:Iteration 80F (20856.090000 sec): 3 clusters
  Score: Raw -398301.628420 + Penalty 2774.396165 = -395527.232255
  nChanged 5
		SP:Iteration 81Q (20856.260000 sec): 3 clusters
  Score: Raw -398302.694697 + Penalty 2774.396165 = -395528.298531
  nChanged 3
		SP:Iteration 82Q (20856.430000 sec): 3 clusters
  Score: Raw -398303.714919 + Penalty 2774.396165 = -395529.318754
  nChanged 4
		SP:Iteration 83Q (20856.570000 sec): 3 clusters
  Score: Raw -398304.946592 + Penalty 2774.396165 = -395530.550427
  nChanged 3
		SP:Iteration 84Q (20856.730000 sec): 3 clusters
  Score: Raw -398305.503900 + Penalty 2774.396165 = -395531.107735
  nChanged 0
		SP:Iteration 85F (20856.880000 sec): 3 clusters
  Score: Raw -398305.503900 + Penalty 2774.396165 = -395531.107735
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20856.950000 sec): 2 clusters
  Score: Raw -118306.935303 + Penalty 1197.867010 = -117109.068292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20857.110000 sec): 3 clusters
  Score: Raw -117724.662819 + Penalty 2395.734021 = -115328.928798
  nChanged 546
		SP:Iteration 1F (20857.260000 sec): 3 clusters
  Score: Raw -118179.998997 + Penalty 2395.734021 = -115784.264976
  nChanged 133
		SP:Iteration 2F (20857.420000 sec): 3 clusters
  Score: Raw -118365.816636 + Penalty 2395.734021 = -115970.082615
  nChanged 109
		SP:Iteration 3F (20857.580000 sec): 3 clusters
  Score: Raw -118552.458045 + Penalty 2395.734021 = -116156.724024
  nChanged 115
		SP:Iteration 4F (20857.760000 sec): 3 clusters
  Score: Raw -118744.497302 + Penalty 2395.734021 = -116348.763281
  nChanged 96
		SP:Iteration 5F (20857.880000 sec): 3 clusters
  Score: Raw -118876.959592 + Penalty 2395.734021 = -116481.225572
  nChanged 74
		SP:Iteration 6Q (20858.020000 sec): 3 clusters
  Score: Raw -118963.851160 + Penalty 2395.734021 = -116568.117140
  nChanged 43
		SP:Iteration 7Q (20858.160000 sec): 3 clusters
  Score: Raw -119008.115459 + Penalty 2395.734021 = -116612.381438
  nChanged 32
		SP:Iteration 8Q (20858.300000 sec): 3 clusters
  Score: Raw -119041.913723 + Penalty 2395.734021 = -116646.179702
  nChanged 22
		SP:Iteration 9Q (20858.450000 sec): 3 clusters
  Score: Raw -119056.032815 + Penalty 2395.734021 = -116660.298794
  nChanged 12
		SP:Iteration 10Q (20858.590000 sec): 3 clusters
  Score: Raw -119061.375425 + Penalty 2395.734021 = -116665.641404
  nChanged 7
		SP:Iteration 11Q (20858.740000 sec): 3 clusters
  Score: Raw -119064.260001 + Penalty 2395.734021 = -116668.525980
  nChanged 5
		SP:Iteration 12Q (20858.900000 sec): 3 clusters
  Score: Raw -119068.282691 + Penalty 2395.734021 = -116672.548670
  nChanged 4
		SP:Iteration 13Q (20859.050000 sec): 3 clusters
  Score: Raw -119073.754091 + Penalty 2395.734021 = -116678.020070
  nChanged 5
		SP:Iteration 14Q (20859.170000 sec): 3 clusters
  Score: Raw -119078.523965 + Penalty 2395.734021 = -116682.789944
  nChanged 3
		SP:Iteration 15Q (20859.340000 sec): 3 clusters
  Score: Raw -119079.774777 + Penalty 2395.734021 = -116684.040757
  nChanged 1
		SP:Iteration 16Q (20859.490000 sec): 3 clusters
  Score: Raw -119080.204572 + Penalty 2395.734021 = -116684.470551
  nChanged 1
		SP:Iteration 17Q (20859.650000 sec): 3 clusters
  Score: Raw -119080.940049 + Penalty 2395.734021 = -116685.206028
  nChanged 3
		SP:Iteration 18Q (20859.790000 sec): 3 clusters
  Score: Raw -119082.090005 + Penalty 2395.734021 = -116686.355984
  nChanged 4
		SP:Iteration 19Q (20859.940000 sec): 3 clusters
  Score: Raw -119086.999869 + Penalty 2395.734021 = -116691.265848
  nChanged 5
		SP:Iteration 20F (20860.080000 sec): 3 clusters
  Score: Raw -119089.602324 + Penalty 2395.734021 = -116693.868303
  nChanged 6
		SP:Iteration 21Q (20860.220000 sec): 3 clusters
  Score: Raw -119094.995513 + Penalty 2395.734021 = -116699.261492
  nChanged 10
		SP:Iteration 22Q (20860.370000 sec): 3 clusters
  Score: Raw -119105.183330 + Penalty 2395.734021 = -116709.449309
  nChanged 10
		SP:Iteration 23Q (20860.510000 sec): 3 clusters
  Score: Raw -119113.866902 + Penalty 2395.734021 = -116718.132881
  nChanged 10
		SP:Iteration 24Q (20860.660000 sec): 3 clusters
  Score: Raw -119120.961366 + Penalty 2395.734021 = -116725.227345
  nChanged 6
		SP:Iteration 25Q (20860.810000 sec): 3 clusters
  Score: Raw -119124.935684 + Penalty 2395.734021 = -116729.201663
  nChanged 3
		SP:Iteration 26Q (20861.020000 sec): 3 clusters
  Score: Raw -119128.827299 + Penalty 2395.734021 = -116733.093279
  nChanged 5
		SP:Iteration 27Q (20861.170000 sec): 3 clusters
  Score: Raw -119132.246531 + Penalty 2395.734021 = -116736.512510
  nChanged 6
		SP:Iteration 28Q (20861.300000 sec): 3 clusters
  Score: Raw -119135.715947 + Penalty 2395.734021 = -116739.981926
  nChanged 3
		SP:Iteration 29Q (20861.460000 sec): 3 clusters
  Score: Raw -119136.639691 + Penalty 2395.734021 = -116740.905670
  nChanged 0
		SP:Iteration 30F (20861.600000 sec): 3 clusters
  Score: Raw -119136.639691 + Penalty 2395.734021 = -116740.905670
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (2320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20861.750000 sec): 2 clusters
  Score: Raw -224961.871164 + Penalty 1259.264901 = -223702.606264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20861.910000 sec): 3 clusters
  Score: Raw -223911.020121 + Penalty 2518.529801 = -221392.490320
  nChanged 857
		SP:Iteration 1F (20862.060000 sec): 3 clusters
  Score: Raw -224407.957871 + Penalty 2518.529801 = -221889.428070
  nChanged 198
		SP:Iteration 2F (20862.220000 sec): 3 clusters
  Score: Raw -224544.497404 + Penalty 2518.529801 = -222025.967603
  nChanged 148
		SP:Iteration 3F (20862.380000 sec): 3 clusters
  Score: Raw -224680.457572 + Penalty 2518.529801 = -222161.927771
  nChanged 119
		SP:Iteration 4F (20862.520000 sec): 3 clusters
  Score: Raw -224780.035799 + Penalty 2518.529801 = -222261.505998
  nChanged 111
		SP:Iteration 5Q (20862.640000 sec): 3 clusters
  Score: Raw -224858.939071 + Penalty 2518.529801 = -222340.409270
  nChanged 91
		SP:Iteration 6Q (20862.770000 sec): 3 clusters
  Score: Raw -224920.333378 + Penalty 2518.529801 = -222401.803577
  nChanged 73
		SP:Iteration 7Q (20862.900000 sec): 3 clusters
  Score: Raw -224965.810974 + Penalty 2518.529801 = -222447.281173
  nChanged 59
		SP:Iteration 8Q (20863.050000 sec): 3 clusters
  Score: Raw -225004.396667 + Penalty 2518.529801 = -222485.866865
  nChanged 49
		SP:Iteration 9Q (20863.190000 sec): 3 clusters
  Score: Raw -225041.804340 + Penalty 2518.529801 = -222523.274539
  nChanged 45
		SP:Iteration 10Q (20863.330000 sec): 3 clusters
  Score: Raw -225072.086363 + Penalty 2518.529801 = -222553.556562
  nChanged 32
		SP:Iteration 11Q (20863.470000 sec): 3 clusters
  Score: Raw -225093.115524 + Penalty 2518.529801 = -222574.585723
  nChanged 20
		SP:Iteration 12Q (20863.620000 sec): 3 clusters
  Score: Raw -225102.610688 + Penalty 2518.529801 = -222584.080887
  nChanged 15
		SP:Iteration 13Q (20863.750000 sec): 3 clusters
  Score: Raw -225110.483864 + Penalty 2518.529801 = -222591.954063
  nChanged 9
		SP:Iteration 14Q (20863.890000 sec): 3 clusters
  Score: Raw -225113.669369 + Penalty 2518.529801 = -222595.139568
  nChanged 8
		SP:Iteration 15Q (20864.100000 sec): 3 clusters
  Score: Raw -225118.013078 + Penalty 2518.529801 = -222599.483277
  nChanged 11
		SP:Iteration 16Q (20864.220000 sec): 3 clusters
  Score: Raw -225123.847556 + Penalty 2518.529801 = -222605.317755
  nChanged 9
		SP:Iteration 17Q (20864.350000 sec): 3 clusters
  Score: Raw -225127.449222 + Penalty 2518.529801 = -222608.919421
  nChanged 5
		SP:Iteration 18Q (20864.490000 sec): 3 clusters
  Score: Raw -225129.692686 + Penalty 2518.529801 = -222611.162885
  nChanged 3
		SP:Iteration 19Q (20864.630000 sec): 3 clusters
  Score: Raw -225130.359416 + Penalty 2518.529801 = -222611.829615
  nChanged 1
		SP:Iteration 20F (20864.780000 sec): 3 clusters
  Score: Raw -225130.672684 + Penalty 2518.529801 = -222612.142883
  nChanged 2
		SP:Iteration 21Q (20864.920000 sec): 3 clusters
  Score: Raw -225131.335587 + Penalty 2518.529801 = -222612.805786
  nChanged 1
		SP:Iteration 22Q (20865.060000 sec): 3 clusters
  Score: Raw -225132.091747 + Penalty 2518.529801 = -222613.561946
  nChanged 2
		SP:Iteration 23Q (20865.200000 sec): 3 clusters
  Score: Raw -225133.449650 + Penalty 2518.529801 = -222614.919849
  nChanged 3
		SP:Iteration 24Q (20865.340000 sec): 3 clusters
  Score: Raw -225134.600500 + Penalty 2518.529801 = -222616.070699
  nChanged 1
		SP:Iteration 25Q (20865.480000 sec): 3 clusters
  Score: Raw -225135.145405 + Penalty 2518.529801 = -222616.615604
  nChanged 1
		SP:Iteration 26Q (20865.620000 sec): 3 clusters
  Score: Raw -225135.707070 + Penalty 2518.529801 = -222617.177269
  nChanged 2
		SP:Iteration 27Q (20865.760000 sec): 3 clusters
  Score: Raw -225136.437003 + Penalty 2518.529801 = -222617.907202
  nChanged 1
		SP:Iteration 28Q (20865.910000 sec): 3 clusters
  Score: Raw -225136.578509 + Penalty 2518.529801 = -222618.048708
  nChanged 0
		SP:Iteration 29F (20866.050000 sec): 3 clusters
  Score: Raw -225136.578509 + Penalty 2518.529801 = -222618.048708
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (5698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20866.150000 sec): 2 clusters
  Score: Raw -399463.590452 + Penalty 1405.278959 = -398058.311493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20866.330000 sec): 3 clusters
  Score: Raw -396517.608067 + Penalty 2810.557917 = -393707.050149
  nChanged 2349
		SP:Iteration 1F (20866.510000 sec): 3 clusters
  Score: Raw -398083.407461 + Penalty 2810.557917 = -395272.849543
  nChanged 510
		SP:Iteration 2F (20866.650000 sec): 3 clusters
  Score: Raw -398526.787751 + Penalty 2810.557917 = -395716.229833
  nChanged 453
		SP:Iteration 3F (20866.820000 sec): 3 clusters
  Score: Raw -398920.400793 + Penalty 2810.557917 = -396109.842875
  nChanged 362
		SP:Iteration 4F (20867.000000 sec): 3 clusters
  Score: Raw -399213.197147 + Penalty 2810.557917 = -396402.639230
  nChanged 273
		SP:Iteration 5Q (20867.170000 sec): 3 clusters
  Score: Raw -399409.213051 + Penalty 2810.557917 = -396598.655134
  nChanged 239
		SP:Iteration 6Q (20867.360000 sec): 3 clusters
  Score: Raw -399573.928123 + Penalty 2810.557917 = -396763.370206
  nChanged 190
		SP:Iteration 7Q (20867.520000 sec): 3 clusters
  Score: Raw -399693.911183 + Penalty 2810.557917 = -396883.353266
  nChanged 162
		SP:Iteration 8Q (20867.700000 sec): 3 clusters
  Score: Raw -399773.864113 + Penalty 2810.557917 = -396963.306196
  nChanged 129
		SP:Iteration 9Q (20867.860000 sec): 3 clusters
  Score: Raw -399829.941509 + Penalty 2810.557917 = -397019.383592
  nChanged 88
		SP:Iteration 10Q (20868.010000 sec): 3 clusters
  Score: Raw -399871.625033 + Penalty 2810.557917 = -397061.067116
  nChanged 77
		SP:Iteration 11Q (20868.180000 sec): 3 clusters
  Score: Raw -399899.693308 + Penalty 2810.557917 = -397089.135391
  nChanged 61
		SP:Iteration 12Q (20868.370000 sec): 3 clusters
  Score: Raw -399920.987814 + Penalty 2810.557917 = -397110.429896
  nChanged 56
		SP:Iteration 13Q (20868.550000 sec): 3 clusters
  Score: Raw -399940.069174 + Penalty 2810.557917 = -397129.511257
  nChanged 43
		SP:Iteration 14Q (20868.690000 sec): 3 clusters
  Score: Raw -399954.067653 + Penalty 2810.557917 = -397143.509736
  nChanged 34
		SP:Iteration 15Q (20868.890000 sec): 3 clusters
  Score: Raw -399964.990125 + Penalty 2810.557917 = -397154.432208
  nChanged 38
		SP:Iteration 16Q (20869.090000 sec): 3 clusters
  Score: Raw -399975.203605 + Penalty 2810.557917 = -397164.645688
  nChanged 29
		SP:Iteration 17Q (20869.230000 sec): 3 clusters
  Score: Raw -399983.735340 + Penalty 2810.557917 = -397173.177422
  nChanged 22
		SP:Iteration 18Q (20869.430000 sec): 3 clusters
  Score: Raw -399988.225051 + Penalty 2810.557917 = -397177.667134
  nChanged 15
		SP:Iteration 19Q (20869.570000 sec): 3 clusters
  Score: Raw -399990.933154 + Penalty 2810.557917 = -397180.375236
  nChanged 11
		SP:Iteration 20F (20869.730000 sec): 3 clusters
  Score: Raw -399993.878595 + Penalty 2810.557917 = -397183.320678
  nChanged 13
		SP:Iteration 21Q (20869.890000 sec): 3 clusters
  Score: Raw -399996.712894 + Penalty 2810.557917 = -397186.154976
  nChanged 8
		SP:Iteration 22Q (20870.050000 sec): 3 clusters
  Score: Raw -399998.183766 + Penalty 2810.557917 = -397187.625849
  nChanged 10
		SP:Iteration 23Q (20870.200000 sec): 3 clusters
  Score: Raw -399999.764785 + Penalty 2810.557917 = -397189.206868
  nChanged 7
		SP:Iteration 24Q (20870.370000 sec): 3 clusters
  Score: Raw -400001.405683 + Penalty 2810.557917 = -397190.847766
  nChanged 7
		SP:Iteration 25Q (20870.580000 sec): 3 clusters
  Score: Raw -400002.887177 + Penalty 2810.557917 = -397192.329260
  nChanged 8
		SP:Iteration 26Q (20870.740000 sec): 3 clusters
  Score: Raw -400004.371370 + Penalty 2810.557917 = -397193.813452
  nChanged 10
		SP:Iteration 27Q (20870.910000 sec): 3 clusters
  Score: Raw -400006.194526 + Penalty 2810.557917 = -397195.636608
  nChanged 10
		SP:Iteration 28Q (20871.040000 sec): 3 clusters
  Score: Raw -400008.007224 + Penalty 2810.557917 = -397197.449307
  nChanged 9
		SP:Iteration 29Q (20871.170000 sec): 3 clusters
  Score: Raw -400009.624008 + Penalty 2810.557917 = -397199.066091
  nChanged 10
		SP:Iteration 30Q (20871.320000 sec): 3 clusters
  Score: Raw -400011.600144 + Penalty 2810.557917 = -397201.042226
  nChanged 8
		SP:Iteration 31Q (20871.470000 sec): 3 clusters
  Score: Raw -400013.084662 + Penalty 2810.557917 = -397202.526744
  nChanged 8
		SP:Iteration 32Q (20871.630000 sec): 3 clusters
  Score: Raw -400015.138113 + Penalty 2810.557917 = -397204.580195
  nChanged 14
		SP:Iteration 33Q (20871.800000 sec): 3 clusters
  Score: Raw -400018.900267 + Penalty 2810.557917 = -397208.342349
  nChanged 13
		SP:Iteration 34Q (20871.950000 sec): 3 clusters
  Score: Raw -400022.461199 + Penalty 2810.557917 = -397211.903282
  nChanged 16
		SP:Iteration 35Q (20872.090000 sec): 3 clusters
  Score: Raw -400027.897852 + Penalty 2810.557917 = -397217.339935
  nChanged 19
		SP:Iteration 36Q (20872.230000 sec): 3 clusters
  Score: Raw -400032.542704 + Penalty 2810.557917 = -397221.984786
  nChanged 15
		SP:Iteration 37Q (20872.410000 sec): 3 clusters
  Score: Raw -400036.223290 + Penalty 2810.557917 = -397225.665373
  nChanged 19
		SP:Iteration 38Q (20872.610000 sec): 3 clusters
  Score: Raw -400041.061305 + Penalty 2810.557917 = -397230.503388
  nChanged 11
		SP:Iteration 39Q (20872.790000 sec): 3 clusters
  Score: Raw -400043.273732 + Penalty 2810.557917 = -397232.715814
  nChanged 9
		SP:Iteration 40F (20873.020000 sec): 3 clusters
  Score: Raw -400047.114727 + Penalty 2810.557917 = -397236.556810
  nChanged 13
		SP:Iteration 41Q (20873.230000 sec): 3 clusters
  Score: Raw -400051.958240 + Penalty 2810.557917 = -397241.400323
  nChanged 15
		SP:Iteration 42Q (20873.390000 sec): 3 clusters
  Score: Raw -400056.508438 + Penalty 2810.557917 = -397245.950520
  nChanged 15
		SP:Iteration 43Q (20873.540000 sec): 3 clusters
  Score: Raw -400060.591228 + Penalty 2810.557917 = -397250.033311
  nChanged 16
		SP:Iteration 44Q (20873.730000 sec): 3 clusters
  Score: Raw -400066.141881 + Penalty 2810.557917 = -397255.583963
  nChanged 18
		SP:Iteration 45Q (20873.950000 sec): 3 clusters
  Score: Raw -400070.739348 + Penalty 2810.557917 = -397260.181430
  nChanged 16
		SP:Iteration 46Q (20874.120000 sec): 3 clusters
  Score: Raw -400073.364102 + Penalty 2810.557917 = -397262.806184
  nChanged 15
		SP:Iteration 47Q (20874.290000 sec): 3 clusters
  Score: Raw -400076.046016 + Penalty 2810.557917 = -397265.488099
  nChanged 4
		SP:Iteration 48Q (20874.400000 sec): 3 clusters
  Score: Raw -400077.321696 + Penalty 2810.557917 = -397266.763778
  nChanged 8
		SP:Iteration 49Q (20874.570000 sec): 3 clusters
  Score: Raw -400079.437820 + Penalty 2810.557917 = -397268.879903
  nChanged 11
		SP:Iteration 50Q (20874.720000 sec): 3 clusters
  Score: Raw -400082.061871 + Penalty 2810.557917 = -397271.503953
  nChanged 8
		SP:Iteration 51Q (20874.920000 sec): 3 clusters
  Score: Raw -400085.110720 + Penalty 2810.557917 = -397274.552802
  nChanged 17
		SP:Iteration 52Q (20875.060000 sec): 3 clusters
  Score: Raw -400090.013989 + Penalty 2810.557917 = -397279.456072
  nChanged 11
		SP:Iteration 53Q (20875.230000 sec): 3 clusters
  Score: Raw -400091.878691 + Penalty 2810.557917 = -397281.320774
  nChanged 8
		SP:Iteration 54Q (20875.410000 sec): 3 clusters
  Score: Raw -400093.086437 + Penalty 2810.557917 = -397282.528519
  nChanged 11
		SP:Iteration 55Q (20875.620000 sec): 3 clusters
  Score: Raw -400095.656014 + Penalty 2810.557917 = -397285.098096
  nChanged 6
		SP:Iteration 56Q (20875.770000 sec): 3 clusters
  Score: Raw -400097.841175 + Penalty 2810.557917 = -397287.283258
  nChanged 10
		SP:Iteration 57Q (20875.930000 sec): 3 clusters
  Score: Raw -400099.982040 + Penalty 2810.557917 = -397289.424123
  nChanged 4
		SP:Iteration 58Q (20876.140000 sec): 3 clusters
  Score: Raw -400101.319620 + Penalty 2810.557917 = -397290.761703
  nChanged 7
		SP:Iteration 59Q (20876.370000 sec): 3 clusters
  Score: Raw -400103.233971 + Penalty 2810.557917 = -397292.676054
  nChanged 5
		SP:Iteration 60F (20876.530000 sec): 3 clusters
  Score: Raw -400104.903856 + Penalty 2810.557917 = -397294.345939
  nChanged 4
		SP:Iteration 61Q (20876.670000 sec): 3 clusters
  Score: Raw -400105.891626 + Penalty 2810.557917 = -397295.333709
  nChanged 0
		SP:Iteration 62F (20876.870000 sec): 3 clusters
  Score: Raw -400105.891626 + Penalty 2810.557917 = -397295.333709
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (6574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20876.970000 sec): 2 clusters
  Score: Raw -504567.597844 + Penalty 1428.517635 = -503139.080209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20877.160000 sec): 3 clusters
  Score: Raw -501084.558476 + Penalty 2857.035270 = -498227.523206
  nChanged 2707
		SP:Iteration 1F (20877.370000 sec): 3 clusters
  Score: Raw -502764.216157 + Penalty 2857.035270 = -499907.180887
  nChanged 526
		SP:Iteration 2F (20877.540000 sec): 3 clusters
  Score: Raw -503103.381996 + Penalty 2857.035270 = -500246.346726
  nChanged 416
		SP:Iteration 3F (20877.740000 sec): 3 clusters
  Score: Raw -503358.335514 + Penalty 2857.035270 = -500501.300244
  nChanged 323
		SP:Iteration 4Q (20877.870000 sec): 3 clusters
  Score: Raw -503575.735818 + Penalty 2857.035270 = -500718.700548
  nChanged 316
		SP:Iteration 5Q (20878.070000 sec): 3 clusters
  Score: Raw -503799.868957 + Penalty 2857.035270 = -500942.833687
  nChanged 271
		SP:Iteration 6Q (20878.270000 sec): 3 clusters
  Score: Raw -503979.089180 + Penalty 2857.035270 = -501122.053910
  nChanged 263
		SP:Iteration 7Q (20878.430000 sec): 3 clusters
  Score: Raw -504154.452173 + Penalty 2857.035270 = -501297.416903
  nChanged 222
		SP:Iteration 8Q (20878.640000 sec): 3 clusters
  Score: Raw -504303.025677 + Penalty 2857.035270 = -501445.990407
  nChanged 208
		SP:Iteration 9Q (20878.820000 sec): 3 clusters
  Score: Raw -504447.629482 + Penalty 2857.035270 = -501590.594212
  nChanged 181
		SP:Iteration 10Q (20879.060000 sec): 3 clusters
  Score: Raw -504563.701692 + Penalty 2857.035270 = -501706.666422
  nChanged 163
		SP:Iteration 11Q (20879.220000 sec): 3 clusters
  Score: Raw -504654.926823 + Penalty 2857.035270 = -501797.891553
  nChanged 129
		SP:Iteration 12Q (20879.400000 sec): 3 clusters
  Score: Raw -504723.432403 + Penalty 2857.035270 = -501866.397133
  nChanged 95
		SP:Iteration 13Q (20879.580000 sec): 3 clusters
  Score: Raw -504774.276754 + Penalty 2857.035270 = -501917.241484
  nChanged 81
		SP:Iteration 14Q (20879.760000 sec): 3 clusters
  Score: Raw -504814.468246 + Penalty 2857.035270 = -501957.432976
  nChanged 74
		SP:Iteration 15Q (20879.930000 sec): 3 clusters
  Score: Raw -504849.777492 + Penalty 2857.035270 = -501992.742222
  nChanged 65
		SP:Iteration 16Q (20880.090000 sec): 3 clusters
  Score: Raw -504874.039899 + Penalty 2857.035270 = -502017.004628
  nChanged 48
		SP:Iteration 17Q (20880.260000 sec): 3 clusters
  Score: Raw -504889.971544 + Penalty 2857.035270 = -502032.936274
  nChanged 40
		SP:Iteration 18Q (20880.430000 sec): 3 clusters
  Score: Raw -504902.960010 + Penalty 2857.035270 = -502045.924740
  nChanged 34
		SP:Iteration 19Q (20880.600000 sec): 3 clusters
  Score: Raw -504913.387325 + Penalty 2857.035270 = -502056.352055
  nChanged 25
		SP:Iteration 20F (20880.730000 sec): 3 clusters
  Score: Raw -504919.459945 + Penalty 2857.035270 = -502062.424675
  nChanged 22
		SP:Iteration 21Q (20880.920000 sec): 3 clusters
  Score: Raw -504924.680755 + Penalty 2857.035270 = -502067.645485
  nChanged 18
		SP:Iteration 22Q (20881.100000 sec): 3 clusters
  Score: Raw -504928.368053 + Penalty 2857.035270 = -502071.332783
  nChanged 16
		SP:Iteration 23Q (20881.250000 sec): 3 clusters
  Score: Raw -504932.615378 + Penalty 2857.035270 = -502075.580108
  nChanged 21
		SP:Iteration 24Q (20881.440000 sec): 3 clusters
  Score: Raw -504936.922113 + Penalty 2857.035270 = -502079.886843
  nChanged 17
		SP:Iteration 25Q (20881.660000 sec): 3 clusters
  Score: Raw -504940.577085 + Penalty 2857.035270 = -502083.541814
  nChanged 15
		SP:Iteration 26Q (20881.790000 sec): 3 clusters
  Score: Raw -504943.917504 + Penalty 2857.035270 = -502086.882234
  nChanged 15
		SP:Iteration 27Q (20881.990000 sec): 3 clusters
  Score: Raw -504946.410723 + Penalty 2857.035270 = -502089.375453
  nChanged 13
		SP:Iteration 28Q (20882.140000 sec): 3 clusters
  Score: Raw -504949.176626 + Penalty 2857.035270 = -502092.141356
  nChanged 13
		SP:Iteration 29Q (20882.280000 sec): 3 clusters
  Score: Raw -504952.417321 + Penalty 2857.035270 = -502095.382051
  nChanged 15
		SP:Iteration 30Q (20882.440000 sec): 3 clusters
  Score: Raw -504955.162521 + Penalty 2857.035270 = -502098.127251
  nChanged 9
		SP:Iteration 31Q (20882.600000 sec): 3 clusters
  Score: Raw -504956.287312 + Penalty 2857.035270 = -502099.252041
  nChanged 8
		SP:Iteration 32Q (20882.740000 sec): 3 clusters
  Score: Raw -504958.297771 + Penalty 2857.035270 = -502101.262501
  nChanged 7
		SP:Iteration 33Q (20882.910000 sec): 3 clusters
  Score: Raw -504959.429591 + Penalty 2857.035270 = -502102.394320
  nChanged 9
		SP:Iteration 34Q (20883.060000 sec): 3 clusters
  Score: Raw -504961.079358 + Penalty 2857.035270 = -502104.044088
  nChanged 6
		SP:Iteration 35Q (20883.240000 sec): 3 clusters
  Score: Raw -504962.464156 + Penalty 2857.035270 = -502105.428886
  nChanged 8
		SP:Iteration 36Q (20883.460000 sec): 3 clusters
  Score: Raw -504963.627415 + Penalty 2857.035270 = -502106.592145
  nChanged 9
		SP:Iteration 37Q (20883.590000 sec): 3 clusters
  Score: Raw -504966.553505 + Penalty 2857.035270 = -502109.518235
  nChanged 13
		SP:Iteration 38Q (20883.760000 sec): 3 clusters
  Score: Raw -504969.291397 + Penalty 2857.035270 = -502112.256127
  nChanged 5
		SP:Iteration 39Q (20883.980000 sec): 3 clusters
  Score: Raw -504970.274988 + Penalty 2857.035270 = -502113.239718
  nChanged 4
		SP:Iteration 40F (20884.190000 sec): 3 clusters
  Score: Raw -504970.725975 + Penalty 2857.035270 = -502113.690705
  nChanged 4
		SP:Iteration 41Q (20884.340000 sec): 3 clusters
  Score: Raw -504971.163041 + Penalty 2857.035270 = -502114.127771
  nChanged 6
		SP:Iteration 42Q (20884.510000 sec): 3 clusters
  Score: Raw -504972.314555 + Penalty 2857.035270 = -502115.279285
  nChanged 4
		SP:Iteration 43Q (20884.640000 sec): 3 clusters
  Score: Raw -504972.910139 + Penalty 2857.035270 = -502115.874869
  nChanged 1
		SP:Iteration 44Q (20884.760000 sec): 3 clusters
  Score: Raw -504972.993776 + Penalty 2857.035270 = -502115.958506
  nChanged 2
		SP:Iteration 45Q (20884.870000 sec): 3 clusters
  Score: Raw -504973.236835 + Penalty 2857.035270 = -502116.201565
  nChanged 3
		SP:Iteration 46Q (20884.990000 sec): 3 clusters
  Score: Raw -504973.687813 + Penalty 2857.035270 = -502116.652543
  nChanged 2
		SP:Iteration 47Q (20885.110000 sec): 3 clusters
  Score: Raw -504973.926209 + Penalty 2857.035270 = -502116.890939
  nChanged 1
		SP:Iteration 48Q (20885.240000 sec): 3 clusters
  Score: Raw -504974.287510 + Penalty 2857.035270 = -502117.252240
  nChanged 2
		SP:Iteration 49Q (20885.360000 sec): 3 clusters
  Score: Raw -504974.585454 + Penalty 2857.035270 = -502117.550184
  nChanged 1
		SP:Iteration 50Q (20885.520000 sec): 3 clusters
  Score: Raw -504974.858512 + Penalty 2857.035270 = -502117.823242
  nChanged 0
		SP:Iteration 51F (20885.640000 sec): 3 clusters
  Score: Raw -504974.858512 + Penalty 2857.035270 = -502117.823242
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (7638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20885.740000 sec): 2 clusters
  Score: Raw -658135.520007 + Penalty 1452.894799 = -656682.625209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20885.920000 sec): 3 clusters
  Score: Raw -654025.334644 + Penalty 2905.789597 = -651119.545047
  nChanged 3194
		SP:Iteration 1F (20886.090000 sec): 3 clusters
  Score: Raw -656034.513282 + Penalty 2905.789597 = -653128.723685
  nChanged 628
		SP:Iteration 2F (20886.240000 sec): 3 clusters
  Score: Raw -656533.215568 + Penalty 2905.789597 = -653627.425970
  nChanged 523
		SP:Iteration 3F (20886.410000 sec): 3 clusters
  Score: Raw -657027.661148 + Penalty 2905.789597 = -654121.871551
  nChanged 520
		SP:Iteration 4F (20886.580000 sec): 3 clusters
  Score: Raw -657458.888050 + Penalty 2905.789597 = -654553.098453
  nChanged 419
		SP:Iteration 5F (20886.760000 sec): 3 clusters
  Score: Raw -657782.061730 + Penalty 2905.789597 = -654876.272133
  nChanged 392
		SP:Iteration 6F (20886.920000 sec): 3 clusters
  Score: Raw -658049.381324 + Penalty 2905.789597 = -655143.591727
  nChanged 331
		SP:Iteration 7Q (20887.090000 sec): 3 clusters
  Score: Raw -658234.280046 + Penalty 2905.789597 = -655328.490449
  nChanged 239
		SP:Iteration 8Q (20887.300000 sec): 3 clusters
  Score: Raw -658350.708667 + Penalty 2905.789597 = -655444.919070
  nChanged 174
		SP:Iteration 9Q (20887.500000 sec): 3 clusters
  Score: Raw -658430.038279 + Penalty 2905.789597 = -655524.248682
  nChanged 141
		SP:Iteration 10Q (20887.700000 sec): 3 clusters
  Score: Raw -658491.839440 + Penalty 2905.789597 = -655586.049843
  nChanged 142
		SP:Iteration 11Q (20887.870000 sec): 3 clusters
  Score: Raw -658541.299791 + Penalty 2905.789597 = -655635.510194
  nChanged 122
		SP:Iteration 12Q (20888.030000 sec): 3 clusters
  Score: Raw -658583.606489 + Penalty 2905.789597 = -655677.816892
  nChanged 96
		SP:Iteration 13Q (20888.230000 sec): 3 clusters
  Score: Raw -658608.580762 + Penalty 2905.789597 = -655702.791165
  nChanged 83
		SP:Iteration 14Q (20888.500000 sec): 3 clusters
  Score: Raw -658632.691983 + Penalty 2905.789597 = -655726.902386
  nChanged 80
		SP:Iteration 15Q (20888.720000 sec): 3 clusters
  Score: Raw -658661.791762 + Penalty 2905.789597 = -655756.002165
  nChanged 82
		SP:Iteration 16Q (20888.840000 sec): 3 clusters
  Score: Raw -658701.210540 + Penalty 2905.789597 = -655795.420943
  nChanged 93
		SP:Iteration 17Q (20889.020000 sec): 3 clusters
  Score: Raw -658765.788958 + Penalty 2905.789597 = -655859.999361
  nChanged 108
		SP:Iteration 18Q (20889.190000 sec): 3 clusters
  Score: Raw -658843.842699 + Penalty 2905.789597 = -655938.053102
  nChanged 144
		SP:Iteration 19Q (20889.410000 sec): 3 clusters
  Score: Raw -658936.705241 + Penalty 2905.789597 = -656030.915644
  nChanged 118
		SP:Iteration 20F (20889.590000 sec): 3 clusters
  Score: Raw -658998.238905 + Penalty 2905.789597 = -656092.449308
  nChanged 98
		SP:Iteration 21Q (20889.770000 sec): 3 clusters
  Score: Raw -659036.804114 + Penalty 2905.789597 = -656131.014517
  nChanged 72
		SP:Iteration 22Q (20889.940000 sec): 3 clusters
  Score: Raw -659061.966184 + Penalty 2905.789597 = -656156.176587
  nChanged 70
		SP:Iteration 23Q (20890.140000 sec): 3 clusters
  Score: Raw -659085.787576 + Penalty 2905.789597 = -656179.997979
  nChanged 81
		SP:Iteration 24Q (20890.330000 sec): 3 clusters
  Score: Raw -659109.963122 + Penalty 2905.789597 = -656204.173525
  nChanged 47
		SP:Iteration 25Q (20890.490000 sec): 3 clusters
  Score: Raw -659122.509204 + Penalty 2905.789597 = -656216.719607
  nChanged 40
		SP:Iteration 26Q (20890.670000 sec): 3 clusters
  Score: Raw -659133.701002 + Penalty 2905.789597 = -656227.911405
  nChanged 47
		SP:Iteration 27Q (20890.830000 sec): 3 clusters
  Score: Raw -659145.995396 + Penalty 2905.789597 = -656240.205799
  nChanged 45
		SP:Iteration 28Q (20891.020000 sec): 3 clusters
  Score: Raw -659155.149156 + Penalty 2905.789597 = -656249.359559
  nChanged 33
		SP:Iteration 29Q (20891.190000 sec): 3 clusters
  Score: Raw -659164.178906 + Penalty 2905.789597 = -656258.389309
  nChanged 40
		SP:Iteration 30Q (20891.400000 sec): 3 clusters
  Score: Raw -659175.457053 + Penalty 2905.789597 = -656269.667456
  nChanged 34
		SP:Iteration 31Q (20891.600000 sec): 3 clusters
  Score: Raw -659182.161186 + Penalty 2905.789597 = -656276.371589
  nChanged 30
		SP:Iteration 32Q (20891.800000 sec): 3 clusters
  Score: Raw -659187.680972 + Penalty 2905.789597 = -656281.891375
  nChanged 21
		SP:Iteration 33Q (20892.000000 sec): 3 clusters
  Score: Raw -659191.872776 + Penalty 2905.789597 = -656286.083179
  nChanged 15
		SP:Iteration 34Q (20892.140000 sec): 3 clusters
  Score: Raw -659194.368713 + Penalty 2905.789597 = -656288.579116
  nChanged 11
		SP:Iteration 35Q (20892.390000 sec): 3 clusters
  Score: Raw -659196.242173 + Penalty 2905.789597 = -656290.452576
  nChanged 8
		SP:Iteration 36Q (20892.530000 sec): 3 clusters
  Score: Raw -659196.999971 + Penalty 2905.789597 = -656291.210374
  nChanged 6
		SP:Iteration 37Q (20892.710000 sec): 3 clusters
  Score: Raw -659198.582093 + Penalty 2905.789597 = -656292.792496
  nChanged 11
		SP:Iteration 38Q (20892.940000 sec): 3 clusters
  Score: Raw -659201.481790 + Penalty 2905.789597 = -656295.692193
  nChanged 14
		SP:Iteration 39Q (20893.120000 sec): 3 clusters
  Score: Raw -659204.730740 + Penalty 2905.789597 = -656298.941143
  nChanged 12
		SP:Iteration 40F (20893.280000 sec): 3 clusters
  Score: Raw -659206.796455 + Penalty 2905.789597 = -656301.006858
  nChanged 10
		SP:Iteration 41Q (20893.450000 sec): 3 clusters
  Score: Raw -659208.614651 + Penalty 2905.789597 = -656302.825054
  nChanged 7
		SP:Iteration 42Q (20893.620000 sec): 3 clusters
  Score: Raw -659209.460677 + Penalty 2905.789597 = -656303.671080
  nChanged 6
		SP:Iteration 43Q (20893.780000 sec): 3 clusters
  Score: Raw -659210.244880 + Penalty 2905.789597 = -656304.455283
  nChanged 1
		SP:Iteration 44Q (20894.000000 sec): 3 clusters
  Score: Raw -659210.520361 + Penalty 2905.789597 = -656304.730764
  nChanged 1
		SP:Iteration 45Q (20894.130000 sec): 3 clusters
  Score: Raw -659210.580395 + Penalty 2905.789597 = -656304.790798
  nChanged 1
		SP:Iteration 46Q (20894.340000 sec): 3 clusters
  Score: Raw -659210.651562 + Penalty 2905.789597 = -656304.861965
  nChanged 0
		SP:Iteration 47F (20894.570000 sec): 3 clusters
  Score: Raw -659210.651562 + Penalty 2905.789597 = -656304.861965
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (5065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20894.640000 sec): 2 clusters
  Score: Raw -428730.556579 + Penalty 1386.142780 = -427344.413799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20894.810000 sec): 3 clusters
  Score: Raw -426109.661011 + Penalty 2772.285560 = -423337.375451
  nChanged 2034
		SP:Iteration 1F (20894.960000 sec): 3 clusters
  Score: Raw -427334.119839 + Penalty 2772.285560 = -424561.834279
  nChanged 489
		SP:Iteration 2F (20895.120000 sec): 3 clusters
  Score: Raw -427698.049839 + Penalty 2772.285560 = -424925.764278
  nChanged 390
		SP:Iteration 3F (20895.270000 sec): 3 clusters
  Score: Raw -428006.815546 + Penalty 2772.285560 = -425234.529985
  nChanged 326
		SP:Iteration 4F (20895.420000 sec): 3 clusters
  Score: Raw -428239.877389 + Penalty 2772.285560 = -425467.591828
  nChanged 244
		SP:Iteration 5Q (20895.640000 sec): 3 clusters
  Score: Raw -428386.063280 + Penalty 2772.285560 = -425613.777720
  nChanged 175
		SP:Iteration 6Q (20895.790000 sec): 3 clusters
  Score: Raw -428491.913426 + Penalty 2772.285560 = -425719.627865
  nChanged 173
		SP:Iteration 7Q (20895.970000 sec): 3 clusters
  Score: Raw -428579.179310 + Penalty 2772.285560 = -425806.893750
  nChanged 126
		SP:Iteration 8Q (20896.120000 sec): 3 clusters
  Score: Raw -428641.411308 + Penalty 2772.285560 = -425869.125748
  nChanged 101
		SP:Iteration 9Q (20896.330000 sec): 3 clusters
  Score: Raw -428687.572511 + Penalty 2772.285560 = -425915.286951
  nChanged 86
		SP:Iteration 10Q (20896.530000 sec): 3 clusters
  Score: Raw -428722.993759 + Penalty 2772.285560 = -425950.708198
  nChanged 75
		SP:Iteration 11Q (20896.720000 sec): 3 clusters
  Score: Raw -428749.257719 + Penalty 2772.285560 = -425976.972159
  nChanged 62
		SP:Iteration 12Q (20896.860000 sec): 3 clusters
  Score: Raw -428770.756131 + Penalty 2772.285560 = -425998.470571
  nChanged 55
		SP:Iteration 13Q (20897.000000 sec): 3 clusters
  Score: Raw -428790.058320 + Penalty 2772.285560 = -426017.772760
  nChanged 53
		SP:Iteration 14Q (20897.180000 sec): 3 clusters
  Score: Raw -428806.846742 + Penalty 2772.285560 = -426034.561181
  nChanged 51
		SP:Iteration 15Q (20897.310000 sec): 3 clusters
  Score: Raw -428824.240022 + Penalty 2772.285560 = -426051.954462
  nChanged 45
		SP:Iteration 16Q (20897.440000 sec): 3 clusters
  Score: Raw -428839.858591 + Penalty 2772.285560 = -426067.573031
  nChanged 40
		SP:Iteration 17Q (20897.580000 sec): 3 clusters
  Score: Raw -428852.929670 + Penalty 2772.285560 = -426080.644109
  nChanged 36
		SP:Iteration 18Q (20897.730000 sec): 3 clusters
  Score: Raw -428863.611027 + Penalty 2772.285560 = -426091.325466
  nChanged 40
		SP:Iteration 19Q (20897.870000 sec): 3 clusters
  Score: Raw -428879.939516 + Penalty 2772.285560 = -426107.653956
  nChanged 42
		SP:Iteration 20F (20898.050000 sec): 3 clusters
  Score: Raw -428896.924583 + Penalty 2772.285560 = -426124.639022
  nChanged 49
		SP:Iteration 21Q (20898.170000 sec): 3 clusters
  Score: Raw -428913.631763 + Penalty 2772.285560 = -426141.346202
  nChanged 43
		SP:Iteration 22Q (20898.320000 sec): 3 clusters
  Score: Raw -428929.051197 + Penalty 2772.285560 = -426156.765637
  nChanged 41
		SP:Iteration 23Q (20898.460000 sec): 3 clusters
  Score: Raw -428942.203770 + Penalty 2772.285560 = -426169.918210
  nChanged 36
		SP:Iteration 24Q (20898.630000 sec): 3 clusters
  Score: Raw -428955.732884 + Penalty 2772.285560 = -426183.447323
  nChanged 42
		SP:Iteration 25Q (20898.820000 sec): 3 clusters
  Score: Raw -428971.103514 + Penalty 2772.285560 = -426198.817954
  nChanged 38
		SP:Iteration 26Q (20899.000000 sec): 3 clusters
  Score: Raw -428985.598124 + Penalty 2772.285560 = -426213.312564
  nChanged 47
		SP:Iteration 27Q (20899.170000 sec): 3 clusters
  Score: Raw -429001.301255 + Penalty 2772.285560 = -426229.015694
  nChanged 45
		SP:Iteration 28Q (20899.330000 sec): 3 clusters
  Score: Raw -429017.245124 + Penalty 2772.285560 = -426244.959563
  nChanged 47
		SP:Iteration 29Q (20899.600000 sec): 3 clusters
  Score: Raw -429033.076417 + Penalty 2772.285560 = -426260.790857
  nChanged 42
		SP:Iteration 30Q (20899.760000 sec): 3 clusters
  Score: Raw -429046.979750 + Penalty 2772.285560 = -426274.694189
  nChanged 42
		SP:Iteration 31Q (20899.970000 sec): 3 clusters
  Score: Raw -429062.095294 + Penalty 2772.285560 = -426289.809733
  nChanged 50
		SP:Iteration 32Q (20900.130000 sec): 3 clusters
  Score: Raw -429084.961274 + Penalty 2772.285560 = -426312.675714
  nChanged 66
		SP:Iteration 33Q (20900.280000 sec): 3 clusters
  Score: Raw -429113.471673 + Penalty 2772.285560 = -426341.186112
  nChanged 62
		SP:Iteration 34Q (20900.440000 sec): 3 clusters
  Score: Raw -429147.589491 + Penalty 2772.285560 = -426375.303930
  nChanged 69
		SP:Iteration 35Q (20900.640000 sec): 3 clusters
  Score: Raw -429180.740341 + Penalty 2772.285560 = -426408.454781
  nChanged 62
		SP:Iteration 36Q (20900.830000 sec): 3 clusters
  Score: Raw -429209.392298 + Penalty 2772.285560 = -426437.106737
  nChanged 58
		SP:Iteration 37Q (20901.020000 sec): 3 clusters
  Score: Raw -429235.608126 + Penalty 2772.285560 = -426463.322565
  nChanged 53
		SP:Iteration 38Q (20901.180000 sec): 3 clusters
  Score: Raw -429263.063972 + Penalty 2772.285560 = -426490.778411
  nChanged 56
		SP:Iteration 39Q (20901.400000 sec): 3 clusters
  Score: Raw -429288.263628 + Penalty 2772.285560 = -426515.978068
  nChanged 53
		SP:Iteration 40F (20901.590000 sec): 3 clusters
  Score: Raw -429315.968285 + Penalty 2772.285560 = -426543.682725
  nChanged 55
		SP:Iteration 41Q (20901.770000 sec): 3 clusters
  Score: Raw -429348.830847 + Penalty 2772.285560 = -426576.545287
  nChanged 53
		SP:Iteration 42Q (20901.950000 sec): 3 clusters
  Score: Raw -429382.725917 + Penalty 2772.285560 = -426610.440357
  nChanged 63
		SP:Iteration 43Q (20902.150000 sec): 3 clusters
  Score: Raw -429415.014453 + Penalty 2772.285560 = -426642.728893
  nChanged 53
		SP:Iteration 44Q (20902.290000 sec): 3 clusters
  Score: Raw -429444.456679 + Penalty 2772.285560 = -426672.171118
  nChanged 55
		SP:Iteration 45Q (20902.440000 sec): 3 clusters
  Score: Raw -429474.199207 + Penalty 2772.285560 = -426701.913646
  nChanged 45
		SP:Iteration 46Q (20902.590000 sec): 3 clusters
  Score: Raw -429493.958752 + Penalty 2772.285560 = -426721.673191
  nChanged 36
		SP:Iteration 47Q (20902.770000 sec): 3 clusters
  Score: Raw -429509.104387 + Penalty 2772.285560 = -426736.818827
  nChanged 30
		SP:Iteration 48Q (20902.920000 sec): 3 clusters
  Score: Raw -429519.509130 + Penalty 2772.285560 = -426747.223570
  nChanged 25
		SP:Iteration 49Q (20903.070000 sec): 3 clusters
  Score: Raw -429527.279728 + Penalty 2772.285560 = -426754.994168
  nChanged 17
		SP:Iteration 50Q (20903.240000 sec): 3 clusters
  Score: Raw -429531.674788 + Penalty 2772.285560 = -426759.389227
  nChanged 12
		SP:Iteration 51Q (20903.410000 sec): 3 clusters
  Score: Raw -429533.982351 + Penalty 2772.285560 = -426761.696791
  nChanged 8
		SP:Iteration 52Q (20903.560000 sec): 3 clusters
  Score: Raw -429536.600880 + Penalty 2772.285560 = -426764.315319
  nChanged 7
		SP:Iteration 53Q (20903.760000 sec): 3 clusters
  Score: Raw -429538.634585 + Penalty 2772.285560 = -426766.349025
  nChanged 9
		SP:Iteration 54Q (20903.870000 sec): 3 clusters
  Score: Raw -429540.291996 + Penalty 2772.285560 = -426768.006436
  nChanged 6
		SP:Iteration 55Q (20904.020000 sec): 3 clusters
  Score: Raw -429542.031111 + Penalty 2772.285560 = -426769.745550
  nChanged 2
		SP:Iteration 56Q (20904.160000 sec): 3 clusters
  Score: Raw -429543.083535 + Penalty 2772.285560 = -426770.797975
  nChanged 7
		SP:Iteration 57Q (20904.300000 sec): 3 clusters
  Score: Raw -429544.269547 + Penalty 2772.285560 = -426771.983986
  nChanged 2
		SP:Iteration 58Q (20904.450000 sec): 3 clusters
  Score: Raw -429544.587944 + Penalty 2772.285560 = -426772.302383
  nChanged 1
		SP:Iteration 59Q (20904.590000 sec): 3 clusters
  Score: Raw -429544.786159 + Penalty 2772.285560 = -426772.500599
  nChanged 3
		SP:Iteration 60F (20904.760000 sec): 3 clusters
  Score: Raw -429545.142378 + Penalty 2772.285560 = -426772.856817
  nChanged 1
		SP:Iteration 61Q (20904.940000 sec): 3 clusters
  Score: Raw -429545.352232 + Penalty 2772.285560 = -426773.066672
  nChanged 0
		SP:Iteration 62F (20905.080000 sec): 3 clusters
  Score: Raw -429545.352232 + Penalty 2772.285560 = -426773.066672
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (14290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20905.320000 sec): 2 clusters
  Score: Raw -1227181.498670 + Penalty 1554.688732 = -1225626.809938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20905.530000 sec): 3 clusters
  Score: Raw -1218798.079762 + Penalty 3109.377463 = -1215688.702299
  nChanged 6402
		SP:Iteration 1F (20905.770000 sec): 3 clusters
  Score: Raw -1222914.579644 + Penalty 3109.377463 = -1219805.202181
  nChanged 1127
		SP:Iteration 2F (20906.000000 sec): 3 clusters
  Score: Raw -1223700.005876 + Penalty 3109.377463 = -1220590.628413
  nChanged 1064
		SP:Iteration 3F (20906.260000 sec): 3 clusters
  Score: Raw -1224461.444907 + Penalty 3109.377463 = -1221352.067444
  nChanged 970
		SP:Iteration 4F (20906.490000 sec): 3 clusters
  Score: Raw -1225120.462166 + Penalty 3109.377463 = -1222011.084703
  nChanged 817
		SP:Iteration 5F (20906.780000 sec): 3 clusters
  Score: Raw -1225616.263382 + Penalty 3109.377463 = -1222506.885919
  nChanged 638
		SP:Iteration 6Q (20906.980000 sec): 3 clusters
  Score: Raw -1225978.979608 + Penalty 3109.377463 = -1222869.602145
  nChanged 547
		SP:Iteration 7Q (20907.250000 sec): 3 clusters
  Score: Raw -1226287.685145 + Penalty 3109.377463 = -1223178.307682
  nChanged 493
		SP:Iteration 8Q (20907.480000 sec): 3 clusters
  Score: Raw -1226556.215213 + Penalty 3109.377463 = -1223446.837750
  nChanged 412
		SP:Iteration 9Q (20907.720000 sec): 3 clusters
  Score: Raw -1226766.790508 + Penalty 3109.377463 = -1223657.413045
  nChanged 358
		SP:Iteration 10Q (20907.960000 sec): 3 clusters
  Score: Raw -1226940.439895 + Penalty 3109.377463 = -1223831.062432
  nChanged 317
		SP:Iteration 11Q (20908.200000 sec): 3 clusters
  Score: Raw -1227073.994221 + Penalty 3109.377463 = -1223964.616758
  nChanged 262
		SP:Iteration 12Q (20908.510000 sec): 3 clusters
  Score: Raw -1227167.280708 + Penalty 3109.377463 = -1224057.903245
  nChanged 248
		SP:Iteration 13Q (20908.760000 sec): 3 clusters
  Score: Raw -1227249.767228 + Penalty 3109.377463 = -1224140.389765
  nChanged 224
		SP:Iteration 14Q (20909.010000 sec): 3 clusters
  Score: Raw -1227324.244023 + Penalty 3109.377463 = -1224214.866560
  nChanged 202
		SP:Iteration 15Q (20909.290000 sec): 3 clusters
  Score: Raw -1227385.629483 + Penalty 3109.377463 = -1224276.252020
  nChanged 192
		SP:Iteration 16Q (20909.570000 sec): 3 clusters
  Score: Raw -1227443.860725 + Penalty 3109.377463 = -1224334.483262
  nChanged 174
		SP:Iteration 17Q (20909.810000 sec): 3 clusters
  Score: Raw -1227505.712369 + Penalty 3109.377463 = -1224396.334906
  nChanged 173
		SP:Iteration 18Q (20910.030000 sec): 3 clusters
  Score: Raw -1227573.766920 + Penalty 3109.377463 = -1224464.389457
  nChanged 173
		SP:Iteration 19Q (20910.240000 sec): 3 clusters
  Score: Raw -1227637.411574 + Penalty 3109.377463 = -1224528.034111
  nChanged 169
		SP:Iteration 20F (20910.490000 sec): 3 clusters
  Score: Raw -1227690.174309 + Penalty 3109.377463 = -1224580.796846
  nChanged 159
		SP:Iteration 21Q (20910.740000 sec): 3 clusters
  Score: Raw -1227741.066298 + Penalty 3109.377463 = -1224631.688835
  nChanged 156
		SP:Iteration 22Q (20910.990000 sec): 3 clusters
  Score: Raw -1227794.013045 + Penalty 3109.377463 = -1224684.635582
  nChanged 147
		SP:Iteration 23Q (20911.220000 sec): 3 clusters
  Score: Raw -1227849.053146 + Penalty 3109.377463 = -1224739.675683
  nChanged 144
		SP:Iteration 24Q (20911.460000 sec): 3 clusters
  Score: Raw -1227908.632517 + Penalty 3109.377463 = -1224799.255054
  nChanged 165
		SP:Iteration 25Q (20911.750000 sec): 3 clusters
  Score: Raw -1227984.523619 + Penalty 3109.377463 = -1224875.146156
  nChanged 142
		SP:Iteration 26Q (20911.990000 sec): 3 clusters
  Score: Raw -1228072.331506 + Penalty 3109.377463 = -1224962.954043
  nChanged 147
		SP:Iteration 27Q (20912.260000 sec): 3 clusters
  Score: Raw -1228165.752009 + Penalty 3109.377463 = -1225056.374546
  nChanged 133
		SP:Iteration 28Q (20912.490000 sec): 3 clusters
  Score: Raw -1228233.425077 + Penalty 3109.377463 = -1225124.047614
  nChanged 119
		SP:Iteration 29Q (20912.740000 sec): 3 clusters
  Score: Raw -1228284.128541 + Penalty 3109.377463 = -1225174.751078
  nChanged 125
		SP:Iteration 30Q (20912.990000 sec): 3 clusters
  Score: Raw -1228330.977830 + Penalty 3109.377463 = -1225221.600367
  nChanged 92
		SP:Iteration 31Q (20913.250000 sec): 3 clusters
  Score: Raw -1228361.447111 + Penalty 3109.377463 = -1225252.069648
  nChanged 65
		SP:Iteration 32Q (20913.480000 sec): 3 clusters
  Score: Raw -1228377.199654 + Penalty 3109.377463 = -1225267.822191
  nChanged 47
		SP:Iteration 33Q (20913.760000 sec): 3 clusters
  Score: Raw -1228388.376894 + Penalty 3109.377463 = -1225278.999431
  nChanged 45
		SP:Iteration 34Q (20913.920000 sec): 3 clusters
  Score: Raw -1228400.757516 + Penalty 3109.377463 = -1225291.380053
  nChanged 52
		SP:Iteration 35Q (20914.170000 sec): 3 clusters
  Score: Raw -1228416.531002 + Penalty 3109.377463 = -1225307.153539
  nChanged 51
		SP:Iteration 36Q (20914.420000 sec): 3 clusters
  Score: Raw -1228430.366397 + Penalty 3109.377463 = -1225320.988934
  nChanged 46
		SP:Iteration 37Q (20914.720000 sec): 3 clusters
  Score: Raw -1228441.813206 + Penalty 3109.377463 = -1225332.435742
  nChanged 42
		SP:Iteration 38Q (20914.940000 sec): 3 clusters
  Score: Raw -1228450.432453 + Penalty 3109.377463 = -1225341.054990
  nChanged 23
		SP:Iteration 39Q (20915.230000 sec): 3 clusters
  Score: Raw -1228455.502372 + Penalty 3109.377463 = -1225346.124908
  nChanged 24
		SP:Iteration 40F (20915.430000 sec): 3 clusters
  Score: Raw -1228459.004997 + Penalty 3109.377463 = -1225349.627534
  nChanged 16
		SP:Iteration 41Q (20915.730000 sec): 3 clusters
  Score: Raw -1228460.915997 + Penalty 3109.377463 = -1225351.538534
  nChanged 10
		SP:Iteration 42Q (20916.010000 sec): 3 clusters
  Score: Raw -1228462.756157 + Penalty 3109.377463 = -1225353.378694
  nChanged 7
		SP:Iteration 43Q (20916.260000 sec): 3 clusters
  Score: Raw -1228463.587642 + Penalty 3109.377463 = -1225354.210179
  nChanged 4
		SP:Iteration 44Q (20916.460000 sec): 3 clusters
  Score: Raw -1228464.078959 + Penalty 3109.377463 = -1225354.701496
  nChanged 6
		SP:Iteration 45Q (20916.690000 sec): 3 clusters
  Score: Raw -1228464.750795 + Penalty 3109.377463 = -1225355.373332
  nChanged 5
		SP:Iteration 46Q (20916.970000 sec): 3 clusters
  Score: Raw -1228465.748745 + Penalty 3109.377463 = -1225356.371282
  nChanged 6
		SP:Iteration 47Q (20917.240000 sec): 3 clusters
  Score: Raw -1228467.851161 + Penalty 3109.377463 = -1225358.473698
  nChanged 8
		SP:Iteration 48Q (20917.480000 sec): 3 clusters
  Score: Raw -1228468.994699 + Penalty 3109.377463 = -1225359.617236
  nChanged 3
		SP:Iteration 49Q (20917.760000 sec): 3 clusters
  Score: Raw -1228469.601407 + Penalty 3109.377463 = -1225360.223944
  nChanged 3
		SP:Iteration 50Q (20918.000000 sec): 3 clusters
  Score: Raw -1228470.100282 + Penalty 3109.377463 = -1225360.722819
  nChanged 3
		SP:Iteration 51Q (20918.200000 sec): 3 clusters
  Score: Raw -1228470.469553 + Penalty 3109.377463 = -1225361.092090
  nChanged 3
		SP:Iteration 52Q (20918.490000 sec): 3 clusters
  Score: Raw -1228470.771699 + Penalty 3109.377463 = -1225361.394236
  nChanged 2
		SP:Iteration 53Q (20918.720000 sec): 3 clusters
  Score: Raw -1228471.217792 + Penalty 3109.377463 = -1225361.840329
  nChanged 1
		SP:Iteration 54Q (20919.030000 sec): 3 clusters
  Score: Raw -1228471.305972 + Penalty 3109.377463 = -1225361.928509
  nChanged 0
		SP:Iteration 55F (20919.250000 sec): 3 clusters
  Score: Raw -1228471.305972 + Penalty 3109.377463 = -1225361.928509
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (4680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20919.330000 sec): 2 clusters
  Score: Raw -345265.949984 + Penalty 1373.296176 = -343892.653809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20919.480000 sec): 3 clusters
  Score: Raw -342963.840135 + Penalty 2746.592351 = -340217.247784
  nChanged 1903
		SP:Iteration 1F (20919.640000 sec): 3 clusters
  Score: Raw -344425.158642 + Penalty 2746.592351 = -341678.566290
  nChanged 478
		SP:Iteration 2F (20919.780000 sec): 3 clusters
  Score: Raw -344864.482449 + Penalty 2746.592351 = -342117.890097
  nChanged 332
		SP:Iteration 3F (20919.960000 sec): 3 clusters
  Score: Raw -345130.032568 + Penalty 2746.592351 = -342383.440216
  nChanged 256
		SP:Iteration 4F (20920.120000 sec): 3 clusters
  Score: Raw -345322.254893 + Penalty 2746.592351 = -342575.662541
  nChanged 196
		SP:Iteration 5Q (20920.280000 sec): 3 clusters
  Score: Raw -345454.388469 + Penalty 2746.592351 = -342707.796117
  nChanged 153
		SP:Iteration 6Q (20920.400000 sec): 3 clusters
  Score: Raw -345555.574091 + Penalty 2746.592351 = -342808.981739
  nChanged 118
		SP:Iteration 7Q (20920.540000 sec): 3 clusters
  Score: Raw -345619.876906 + Penalty 2746.592351 = -342873.284554
  nChanged 74
		SP:Iteration 8Q (20920.680000 sec): 3 clusters
  Score: Raw -345659.707917 + Penalty 2746.592351 = -342913.115565
  nChanged 59
		SP:Iteration 9Q (20920.860000 sec): 3 clusters
  Score: Raw -345692.208621 + Penalty 2746.592351 = -342945.616270
  nChanged 65
		SP:Iteration 10Q (20921.050000 sec): 3 clusters
  Score: Raw -345724.003963 + Penalty 2746.592351 = -342977.411611
  nChanged 47
		SP:Iteration 11Q (20921.180000 sec): 3 clusters
  Score: Raw -345743.374424 + Penalty 2746.592351 = -342996.782073
  nChanged 48
		SP:Iteration 12Q (20921.370000 sec): 3 clusters
  Score: Raw -345760.509190 + Penalty 2746.592351 = -343013.916838
  nChanged 28
		SP:Iteration 13Q (20921.540000 sec): 3 clusters
  Score: Raw -345769.963712 + Penalty 2746.592351 = -343023.371361
  nChanged 22
		SP:Iteration 14Q (20921.720000 sec): 3 clusters
  Score: Raw -345778.105493 + Penalty 2746.592351 = -343031.513142
  nChanged 20
		SP:Iteration 15Q (20921.920000 sec): 3 clusters
  Score: Raw -345788.918449 + Penalty 2746.592351 = -343042.326098
  nChanged 20
		SP:Iteration 16Q (20922.080000 sec): 3 clusters
  Score: Raw -345797.968071 + Penalty 2746.592351 = -343051.375720
  nChanged 16
		SP:Iteration 17Q (20922.240000 sec): 3 clusters
  Score: Raw -345806.006729 + Penalty 2746.592351 = -343059.414377
  nChanged 13
		SP:Iteration 18Q (20922.390000 sec): 3 clusters
  Score: Raw -345813.612282 + Penalty 2746.592351 = -343067.019931
  nChanged 18
		SP:Iteration 19Q (20922.530000 sec): 3 clusters
  Score: Raw -345821.536781 + Penalty 2746.592351 = -343074.944430
  nChanged 13
		SP:Iteration 20F (20922.700000 sec): 3 clusters
  Score: Raw -345826.751389 + Penalty 2746.592351 = -343080.159038
  nChanged 10
		SP:Iteration 21Q (20922.860000 sec): 3 clusters
  Score: Raw -345829.460375 + Penalty 2746.592351 = -343082.868024
  nChanged 3
		SP:Iteration 22Q (20923.020000 sec): 3 clusters
  Score: Raw -345830.570664 + Penalty 2746.592351 = -343083.978312
  nChanged 5
		SP:Iteration 23Q (20923.180000 sec): 3 clusters
  Score: Raw -345831.717199 + Penalty 2746.592351 = -343085.124848
  nChanged 0
		SP:Iteration 24F (20923.340000 sec): 3 clusters
  Score: Raw -345831.717199 + Penalty 2746.592351 = -343085.124848
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (5820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20923.430000 sec): 2 clusters
  Score: Raw -417854.811821 + Penalty 1408.721525 = -416446.090295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20923.610000 sec): 3 clusters
  Score: Raw -414774.296041 + Penalty 2817.443051 = -411956.852991
  nChanged 2437
		SP:Iteration 1F (20923.750000 sec): 3 clusters
  Score: Raw -416480.039274 + Penalty 2817.443051 = -413662.596223
  nChanged 589
		SP:Iteration 2F (20923.920000 sec): 3 clusters
  Score: Raw -417049.356881 + Penalty 2817.443051 = -414231.913830
  nChanged 490
		SP:Iteration 3F (20924.090000 sec): 3 clusters
  Score: Raw -417490.828804 + Penalty 2817.443051 = -414673.385753
  nChanged 390
		SP:Iteration 4F (20924.330000 sec): 3 clusters
  Score: Raw -417772.976172 + Penalty 2817.443051 = -414955.533121
  nChanged 268
		SP:Iteration 5Q (20924.490000 sec): 3 clusters
  Score: Raw -417938.295314 + Penalty 2817.443051 = -415120.852263
  nChanged 220
		SP:Iteration 6Q (20924.680000 sec): 3 clusters
  Score: Raw -418061.171298 + Penalty 2817.443051 = -415243.728248
  nChanged 183
		SP:Iteration 7Q (20924.870000 sec): 3 clusters
  Score: Raw -418159.772597 + Penalty 2817.443051 = -415342.329546
  nChanged 162
		SP:Iteration 8Q (20925.060000 sec): 3 clusters
  Score: Raw -418249.434467 + Penalty 2817.443051 = -415431.991416
  nChanged 139
		SP:Iteration 9Q (20925.230000 sec): 3 clusters
  Score: Raw -418320.562813 + Penalty 2817.443051 = -415503.119762
  nChanged 128
		SP:Iteration 10Q (20925.410000 sec): 3 clusters
  Score: Raw -418383.920855 + Penalty 2817.443051 = -415566.477804
  nChanged 116
		SP:Iteration 11Q (20925.540000 sec): 3 clusters
  Score: Raw -418445.906209 + Penalty 2817.443051 = -415628.463159
  nChanged 108
		SP:Iteration 12Q (20925.810000 sec): 3 clusters
  Score: Raw -418495.843841 + Penalty 2817.443051 = -415678.400791
  nChanged 99
		SP:Iteration 13Q (20926.030000 sec): 3 clusters
  Score: Raw -418556.561247 + Penalty 2817.443051 = -415739.118196
  nChanged 111
		SP:Iteration 14Q (20926.170000 sec): 3 clusters
  Score: Raw -418616.608146 + Penalty 2817.443051 = -415799.165096
  nChanged 100
		SP:Iteration 15Q (20926.310000 sec): 3 clusters
  Score: Raw -418667.472236 + Penalty 2817.443051 = -415850.029185
  nChanged 83
		SP:Iteration 16Q (20926.450000 sec): 3 clusters
  Score: Raw -418705.532432 + Penalty 2817.443051 = -415888.089382
  nChanged 82
		SP:Iteration 17Q (20926.650000 sec): 3 clusters
  Score: Raw -418738.758551 + Penalty 2817.443051 = -415921.315501
  nChanged 72
		SP:Iteration 18Q (20926.790000 sec): 3 clusters
  Score: Raw -418770.187358 + Penalty 2817.443051 = -415952.744307
  nChanged 79
		SP:Iteration 19Q (20926.960000 sec): 3 clusters
  Score: Raw -418802.383475 + Penalty 2817.443051 = -415984.940424
  nChanged 67
		SP:Iteration 20F (20927.210000 sec): 3 clusters
  Score: Raw -418828.343579 + Penalty 2817.443051 = -416010.900528
  nChanged 48
		SP:Iteration 21Q (20927.390000 sec): 3 clusters
  Score: Raw -418845.855659 + Penalty 2817.443051 = -416028.412609
  nChanged 40
		SP:Iteration 22Q (20927.540000 sec): 3 clusters
  Score: Raw -418855.980791 + Penalty 2817.443051 = -416038.537741
  nChanged 20
		SP:Iteration 23Q (20927.750000 sec): 3 clusters
  Score: Raw -418860.726380 + Penalty 2817.443051 = -416043.283330
  nChanged 18
		SP:Iteration 24Q (20927.920000 sec): 3 clusters
  Score: Raw -418865.403540 + Penalty 2817.443051 = -416047.960489
  nChanged 19
		SP:Iteration 25Q (20928.100000 sec): 3 clusters
  Score: Raw -418870.828122 + Penalty 2817.443051 = -416053.385071
  nChanged 17
		SP:Iteration 26Q (20928.290000 sec): 3 clusters
  Score: Raw -418876.366946 + Penalty 2817.443051 = -416058.923895
  nChanged 20
		SP:Iteration 27Q (20928.450000 sec): 3 clusters
  Score: Raw -418883.628646 + Penalty 2817.443051 = -416066.185595
  nChanged 15
		SP:Iteration 28Q (20928.640000 sec): 3 clusters
  Score: Raw -418890.000195 + Penalty 2817.443051 = -416072.557144
  nChanged 19
		SP:Iteration 29Q (20928.770000 sec): 3 clusters
  Score: Raw -418896.707598 + Penalty 2817.443051 = -416079.264547
  nChanged 18
		SP:Iteration 30Q (20928.920000 sec): 3 clusters
  Score: Raw -418902.393658 + Penalty 2817.443051 = -416084.950607
  nChanged 19
		SP:Iteration 31Q (20929.060000 sec): 3 clusters
  Score: Raw -418908.427167 + Penalty 2817.443051 = -416090.984116
  nChanged 20
		SP:Iteration 32Q (20929.210000 sec): 3 clusters
  Score: Raw -418915.286896 + Penalty 2817.443051 = -416097.843845
  nChanged 31
		SP:Iteration 33Q (20929.380000 sec): 3 clusters
  Score: Raw -418925.016403 + Penalty 2817.443051 = -416107.573352
  nChanged 18
		SP:Iteration 34Q (20929.510000 sec): 3 clusters
  Score: Raw -418929.934143 + Penalty 2817.443051 = -416112.491092
  nChanged 24
		SP:Iteration 35Q (20929.670000 sec): 3 clusters
  Score: Raw -418937.155609 + Penalty 2817.443051 = -416119.712558
  nChanged 22
		SP:Iteration 36Q (20929.850000 sec): 3 clusters
  Score: Raw -418944.666957 + Penalty 2817.443051 = -416127.223907
  nChanged 18
		SP:Iteration 37Q (20930.010000 sec): 3 clusters
  Score: Raw -418947.787554 + Penalty 2817.443051 = -416130.344503
  nChanged 10
		SP:Iteration 38Q (20930.150000 sec): 3 clusters
  Score: Raw -418951.582344 + Penalty 2817.443051 = -416134.139294
  nChanged 16
		SP:Iteration 39Q (20930.360000 sec): 3 clusters
  Score: Raw -418955.796882 + Penalty 2817.443051 = -416138.353831
  nChanged 15
		SP:Iteration 40F (20930.550000 sec): 3 clusters
  Score: Raw -418958.785577 + Penalty 2817.443051 = -416141.342526
  nChanged 11
		SP:Iteration 41Q (20930.730000 sec): 3 clusters
  Score: Raw -418962.749528 + Penalty 2817.443051 = -416145.306478
  nChanged 17
		SP:Iteration 42Q (20930.910000 sec): 3 clusters
  Score: Raw -418966.903326 + Penalty 2817.443051 = -416149.460275
  nChanged 13
		SP:Iteration 43Q (20931.070000 sec): 3 clusters
  Score: Raw -418970.074727 + Penalty 2817.443051 = -416152.631676
  nChanged 12
		SP:Iteration 44Q (20931.290000 sec): 3 clusters
  Score: Raw -418973.654596 + Penalty 2817.443051 = -416156.211545
  nChanged 13
		SP:Iteration 45Q (20931.510000 sec): 3 clusters
  Score: Raw -418976.849599 + Penalty 2817.443051 = -416159.406548
  nChanged 10
		SP:Iteration 46Q (20931.700000 sec): 3 clusters
  Score: Raw -418979.612596 + Penalty 2817.443051 = -416162.169545
  nChanged 13
		SP:Iteration 47Q (20931.890000 sec): 3 clusters
  Score: Raw -418982.907891 + Penalty 2817.443051 = -416165.464840
  nChanged 15
		SP:Iteration 48Q (20932.060000 sec): 3 clusters
  Score: Raw -418988.487697 + Penalty 2817.443051 = -416171.044646
  nChanged 25
		SP:Iteration 49Q (20932.240000 sec): 3 clusters
  Score: Raw -418997.832546 + Penalty 2817.443051 = -416180.389495
  nChanged 21
		SP:Iteration 50Q (20932.400000 sec): 3 clusters
  Score: Raw -419004.475530 + Penalty 2817.443051 = -416187.032479
  nChanged 19
		SP:Iteration 51Q (20932.560000 sec): 3 clusters
  Score: Raw -419013.872173 + Penalty 2817.443051 = -416196.429123
  nChanged 27
		SP:Iteration 52Q (20932.740000 sec): 3 clusters
  Score: Raw -419029.819204 + Penalty 2817.443051 = -416212.376153
  nChanged 27
		SP:Iteration 53Q (20932.920000 sec): 3 clusters
  Score: Raw -419043.088943 + Penalty 2817.443051 = -416225.645892
  nChanged 35
		SP:Iteration 54Q (20933.090000 sec): 3 clusters
  Score: Raw -419053.837514 + Penalty 2817.443051 = -416236.394463
  nChanged 23
		SP:Iteration 55Q (20933.220000 sec): 3 clusters
  Score: Raw -419059.952159 + Penalty 2817.443051 = -416242.509108
  nChanged 26
		SP:Iteration 56Q (20933.350000 sec): 3 clusters
  Score: Raw -419065.668381 + Penalty 2817.443051 = -416248.225330
  nChanged 18
		SP:Iteration 57Q (20933.490000 sec): 3 clusters
  Score: Raw -419069.038285 + Penalty 2817.443051 = -416251.595235
  nChanged 12
		SP:Iteration 58Q (20933.660000 sec): 3 clusters
  Score: Raw -419070.745659 + Penalty 2817.443051 = -416253.302608
  nChanged 10
		SP:Iteration 59Q (20933.800000 sec): 3 clusters
  Score: Raw -419072.676159 + Penalty 2817.443051 = -416255.233109
  nChanged 4
		SP:Iteration 60F (20933.930000 sec): 3 clusters
  Score: Raw -419073.358949 + Penalty 2817.443051 = -416255.915898
  nChanged 1
		SP:Iteration 61Q (20934.070000 sec): 3 clusters
  Score: Raw -419073.443786 + Penalty 2817.443051 = -416256.000736
  nChanged 0
		SP:Iteration 62F (20934.260000 sec): 3 clusters
  Score: Raw -419073.443786 + Penalty 2817.443051 = -416256.000736
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (4643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20934.360000 sec): 2 clusters
  Score: Raw -351854.487294 + Penalty 1372.006348 = -350482.480946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20934.580000 sec): 3 clusters
  Score: Raw -349528.814527 + Penalty 2744.012696 = -346784.801831
  nChanged 1856
		SP:Iteration 1F (20934.780000 sec): 3 clusters
  Score: Raw -350853.791079 + Penalty 2744.012696 = -348109.778383
  nChanged 453
		SP:Iteration 2F (20934.960000 sec): 3 clusters
  Score: Raw -351314.307654 + Penalty 2744.012696 = -348570.294958
  nChanged 393
		SP:Iteration 3F (20935.120000 sec): 3 clusters
  Score: Raw -351740.875977 + Penalty 2744.012696 = -348996.863281
  nChanged 302
		SP:Iteration 4F (20935.280000 sec): 3 clusters
  Score: Raw -352021.021804 + Penalty 2744.012696 = -349277.009108
  nChanged 248
		SP:Iteration 5F (20935.420000 sec): 3 clusters
  Score: Raw -352226.381362 + Penalty 2744.012696 = -349482.368666
  nChanged 171
		SP:Iteration 6Q (20935.570000 sec): 3 clusters
  Score: Raw -352335.074221 + Penalty 2744.012696 = -349591.061525
  nChanged 141
		SP:Iteration 7Q (20935.720000 sec): 3 clusters
  Score: Raw -352404.648537 + Penalty 2744.012696 = -349660.635841
  nChanged 104
		SP:Iteration 8Q (20935.860000 sec): 3 clusters
  Score: Raw -352455.550563 + Penalty 2744.012696 = -349711.537867
  nChanged 69
		SP:Iteration 9Q (20936.020000 sec): 3 clusters
  Score: Raw -352493.125738 + Penalty 2744.012696 = -349749.113042
  nChanged 71
		SP:Iteration 10Q (20936.150000 sec): 3 clusters
  Score: Raw -352531.321406 + Penalty 2744.012696 = -349787.308710
  nChanged 63
		SP:Iteration 11Q (20936.290000 sec): 3 clusters
  Score: Raw -352561.597169 + Penalty 2744.012696 = -349817.584473
  nChanged 54
		SP:Iteration 12Q (20936.450000 sec): 3 clusters
  Score: Raw -352591.725183 + Penalty 2744.012696 = -349847.712487
  nChanged 53
		SP:Iteration 13Q (20936.590000 sec): 3 clusters
  Score: Raw -352628.533271 + Penalty 2744.012696 = -349884.520575
  nChanged 61
		SP:Iteration 14Q (20936.720000 sec): 3 clusters
  Score: Raw -352668.025194 + Penalty 2744.012696 = -349924.012498
  nChanged 51
		SP:Iteration 15Q (20936.890000 sec): 3 clusters
  Score: Raw -352700.454373 + Penalty 2744.012696 = -349956.441677
  nChanged 48
		SP:Iteration 16Q (20937.080000 sec): 3 clusters
  Score: Raw -352735.699187 + Penalty 2744.012696 = -349991.686491
  nChanged 66
		SP:Iteration 17Q (20937.270000 sec): 3 clusters
  Score: Raw -352784.560688 + Penalty 2744.012696 = -350040.547991
  nChanged 58
		SP:Iteration 18Q (20937.460000 sec): 3 clusters
  Score: Raw -352818.185362 + Penalty 2744.012696 = -350074.172666
  nChanged 48
		SP:Iteration 19Q (20937.620000 sec): 3 clusters
  Score: Raw -352838.722579 + Penalty 2744.012696 = -350094.709883
  nChanged 48
		SP:Iteration 20F (20937.810000 sec): 3 clusters
  Score: Raw -352859.766958 + Penalty 2744.012696 = -350115.754262
  nChanged 44
		SP:Iteration 21Q (20937.960000 sec): 3 clusters
  Score: Raw -352882.799347 + Penalty 2744.012696 = -350138.786651
  nChanged 45
		SP:Iteration 22Q (20938.140000 sec): 3 clusters
  Score: Raw -352900.262750 + Penalty 2744.012696 = -350156.250054
  nChanged 34
		SP:Iteration 23Q (20938.330000 sec): 3 clusters
  Score: Raw -352912.832023 + Penalty 2744.012696 = -350168.819327
  nChanged 34
		SP:Iteration 24Q (20938.520000 sec): 3 clusters
  Score: Raw -352922.569026 + Penalty 2744.012696 = -350178.556330
  nChanged 28
		SP:Iteration 25Q (20938.690000 sec): 3 clusters
  Score: Raw -352931.561668 + Penalty 2744.012696 = -350187.548972
  nChanged 23
		SP:Iteration 26Q (20938.870000 sec): 3 clusters
  Score: Raw -352939.140331 + Penalty 2744.012696 = -350195.127635
  nChanged 23
		SP:Iteration 27Q (20939.020000 sec): 3 clusters
  Score: Raw -352946.364110 + Penalty 2744.012696 = -350202.351414
  nChanged 10
		SP:Iteration 28Q (20939.190000 sec): 3 clusters
  Score: Raw -352949.258286 + Penalty 2744.012696 = -350205.245590
  nChanged 13
		SP:Iteration 29Q (20939.390000 sec): 3 clusters
  Score: Raw -352952.986619 + Penalty 2744.012696 = -350208.973923
  nChanged 9
		SP:Iteration 30Q (20939.600000 sec): 3 clusters
  Score: Raw -352955.361005 + Penalty 2744.012696 = -350211.348309
  nChanged 5
		SP:Iteration 31Q (20939.770000 sec): 3 clusters
  Score: Raw -352956.314885 + Penalty 2744.012696 = -350212.302189
  nChanged 7
		SP:Iteration 32Q (20939.920000 sec): 3 clusters
  Score: Raw -352957.307608 + Penalty 2744.012696 = -350213.294912
  nChanged 1
		SP:Iteration 33Q (20940.070000 sec): 3 clusters
  Score: Raw -352957.376759 + Penalty 2744.012696 = -350213.364062
  nChanged 1
		SP:Iteration 34Q (20940.240000 sec): 3 clusters
  Score: Raw -352957.954057 + Penalty 2744.012696 = -350213.941361
  nChanged 2
		SP:Iteration 35Q (20940.410000 sec): 3 clusters
  Score: Raw -352958.091340 + Penalty 2744.012696 = -350214.078644
  nChanged 2
		SP:Iteration 36Q (20940.590000 sec): 3 clusters
  Score: Raw -352958.434344 + Penalty 2744.012696 = -350214.421648
  nChanged 0
		SP:Iteration 37F (20940.790000 sec): 3 clusters
  Score: Raw -352958.434344 + Penalty 2744.012696 = -350214.421648
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (3241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20940.870000 sec): 2 clusters
  Score: Raw -273164.264462 + Penalty 1313.591046 = -271850.673417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20941.060000 sec): 3 clusters
  Score: Raw -271643.294231 + Penalty 2627.182091 = -269016.112140
  nChanged 1249
		SP:Iteration 1F (20941.210000 sec): 3 clusters
  Score: Raw -272490.779814 + Penalty 2627.182091 = -269863.597723
  nChanged 267
		SP:Iteration 2F (20941.410000 sec): 3 clusters
  Score: Raw -272684.367979 + Penalty 2627.182091 = -270057.185888
  nChanged 205
		SP:Iteration 3F (20941.570000 sec): 3 clusters
  Score: Raw -272846.599851 + Penalty 2627.182091 = -270219.417760
  nChanged 151
		SP:Iteration 4Q (20941.750000 sec): 3 clusters
  Score: Raw -272974.922735 + Penalty 2627.182091 = -270347.740644
  nChanged 138
		SP:Iteration 5Q (20941.940000 sec): 3 clusters
  Score: Raw -273085.071733 + Penalty 2627.182091 = -270457.889642
  nChanged 125
		SP:Iteration 6Q (20942.070000 sec): 3 clusters
  Score: Raw -273178.038190 + Penalty 2627.182091 = -270550.856099
  nChanged 104
		SP:Iteration 7Q (20942.260000 sec): 3 clusters
  Score: Raw -273274.312569 + Penalty 2627.182091 = -270647.130478
  nChanged 102
		SP:Iteration 8Q (20942.410000 sec): 3 clusters
  Score: Raw -273368.733901 + Penalty 2627.182091 = -270741.551810
  nChanged 109
		SP:Iteration 9Q (20942.590000 sec): 3 clusters
  Score: Raw -273475.257812 + Penalty 2627.182091 = -270848.075720
  nChanged 109
		SP:Iteration 10Q (20942.700000 sec): 3 clusters
  Score: Raw -273585.448581 + Penalty 2627.182091 = -270958.266490
  nChanged 114
		SP:Iteration 11Q (20942.840000 sec): 3 clusters
  Score: Raw -273681.663345 + Penalty 2627.182091 = -271054.481254
  nChanged 114
		SP:Iteration 12Q (20942.980000 sec): 3 clusters
  Score: Raw -273764.166291 + Penalty 2627.182091 = -271136.984200
  nChanged 95
		SP:Iteration 13Q (20943.160000 sec): 3 clusters
  Score: Raw -273835.552655 + Penalty 2627.182091 = -271208.370564
  nChanged 82
		SP:Iteration 14Q (20943.300000 sec): 3 clusters
  Score: Raw -273903.961835 + Penalty 2627.182091 = -271276.779744
  nChanged 78
		SP:Iteration 15Q (20943.440000 sec): 3 clusters
  Score: Raw -273965.149667 + Penalty 2627.182091 = -271337.967576
  nChanged 70
		SP:Iteration 16Q (20943.580000 sec): 3 clusters
  Score: Raw -274021.564144 + Penalty 2627.182091 = -271394.382053
  nChanged 70
		SP:Iteration 17Q (20943.720000 sec): 3 clusters
  Score: Raw -274070.261759 + Penalty 2627.182091 = -271443.079668
  nChanged 53
		SP:Iteration 18Q (20943.870000 sec): 3 clusters
  Score: Raw -274110.928850 + Penalty 2627.182091 = -271483.746759
  nChanged 51
		SP:Iteration 19Q (20944.020000 sec): 3 clusters
  Score: Raw -274141.725356 + Penalty 2627.182091 = -271514.543265
  nChanged 40
		SP:Iteration 20F (20944.160000 sec): 3 clusters
  Score: Raw -274164.080798 + Penalty 2627.182091 = -271536.898706
  nChanged 27
		SP:Iteration 21Q (20944.300000 sec): 3 clusters
  Score: Raw -274176.874867 + Penalty 2627.182091 = -271549.692776
  nChanged 16
		SP:Iteration 22Q (20944.450000 sec): 3 clusters
  Score: Raw -274183.379344 + Penalty 2627.182091 = -271556.197253
  nChanged 10
		SP:Iteration 23Q (20944.590000 sec): 3 clusters
  Score: Raw -274188.261852 + Penalty 2627.182091 = -271561.079761
  nChanged 8
		SP:Iteration 24Q (20944.740000 sec): 3 clusters
  Score: Raw -274192.364103 + Penalty 2627.182091 = -271565.182012
  nChanged 11
		SP:Iteration 25Q (20944.880000 sec): 3 clusters
  Score: Raw -274197.917526 + Penalty 2627.182091 = -271570.735435
  nChanged 11
		SP:Iteration 26Q (20945.020000 sec): 3 clusters
  Score: Raw -274202.303014 + Penalty 2627.182091 = -271575.120923
  nChanged 11
		SP:Iteration 27Q (20945.170000 sec): 3 clusters
  Score: Raw -274207.205117 + Penalty 2627.182091 = -271580.023026
  nChanged 10
		SP:Iteration 28Q (20945.320000 sec): 3 clusters
  Score: Raw -274212.597542 + Penalty 2627.182091 = -271585.415451
  nChanged 11
		SP:Iteration 29Q (20945.470000 sec): 3 clusters
  Score: Raw -274215.235357 + Penalty 2627.182091 = -271588.053266
  nChanged 2
		SP:Iteration 30Q (20945.620000 sec): 3 clusters
  Score: Raw -274215.547970 + Penalty 2627.182091 = -271588.365879
  nChanged 0
		SP:Iteration 31F (20945.760000 sec): 3 clusters
  Score: Raw -274215.547970 + Penalty 2627.182091 = -271588.365879
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20945.860000 sec): 2 clusters
  Score: Raw -135930.274048 + Penalty 1180.518654 = -134749.755394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20945.960000 sec): 3 clusters
  Score: Raw -135428.728660 + Penalty 2361.037308 = -133067.691353
  nChanged 491
		SP:Iteration 1F (20946.140000 sec): 3 clusters
  Score: Raw -135799.770927 + Penalty 2361.037308 = -133438.733620
  nChanged 116
		SP:Iteration 2F (20946.300000 sec): 3 clusters
  Score: Raw -135901.117306 + Penalty 2361.037308 = -133540.079998
  nChanged 61
		SP:Iteration 3Q (20946.380000 sec): 3 clusters
  Score: Raw -135955.889687 + Penalty 2361.037308 = -133594.852380
  nChanged 42
		SP:Iteration 4Q (20946.520000 sec): 3 clusters
  Score: Raw -135987.091342 + Penalty 2361.037308 = -133626.054035
  nChanged 26
		SP:Iteration 5Q (20946.620000 sec): 3 clusters
  Score: Raw -136008.198264 + Penalty 2361.037308 = -133647.160956
  nChanged 25
		SP:Iteration 6Q (20946.740000 sec): 3 clusters
  Score: Raw -136021.442915 + Penalty 2361.037308 = -133660.405607
  nChanged 11
		SP:Iteration 7Q (20946.860000 sec): 3 clusters
  Score: Raw -136028.581882 + Penalty 2361.037308 = -133667.544574
  nChanged 7
		SP:Iteration 8Q (20947.000000 sec): 3 clusters
  Score: Raw -136033.351466 + Penalty 2361.037308 = -133672.314158
  nChanged 6
		SP:Iteration 9Q (20947.140000 sec): 3 clusters
  Score: Raw -136035.887914 + Penalty 2361.037308 = -133674.850606
  nChanged 2
		SP:Iteration 10Q (20947.280000 sec): 3 clusters
  Score: Raw -136037.660977 + Penalty 2361.037308 = -133676.623669
  nChanged 6
		SP:Iteration 11Q (20947.430000 sec): 3 clusters
  Score: Raw -136040.815292 + Penalty 2361.037308 = -133679.777984
  nChanged 4
		SP:Iteration 12Q (20947.540000 sec): 3 clusters
  Score: Raw -136042.765028 + Penalty 2361.037308 = -133681.727720
  nChanged 2
		SP:Iteration 13Q (20947.680000 sec): 3 clusters
  Score: Raw -136045.230991 + Penalty 2361.037308 = -133684.193683
  nChanged 3
		SP:Iteration 14Q (20947.820000 sec): 3 clusters
  Score: Raw -136048.752774 + Penalty 2361.037308 = -133687.715466
  nChanged 1
		SP:Iteration 15Q (20947.960000 sec): 3 clusters
  Score: Raw -136048.863009 + Penalty 2361.037308 = -133687.825702
  nChanged 0
		SP:Iteration 16F (20948.110000 sec): 3 clusters
  Score: Raw -136048.863009 + Penalty 2361.037308 = -133687.825702
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (4613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20948.200000 sec): 2 clusters
  Score: Raw -362293.555821 + Penalty 1370.952974 = -360922.602848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20948.330000 sec): 3 clusters
  Score: Raw -359928.921474 + Penalty 2741.905947 = -357187.015527
  nChanged 1866
		SP:Iteration 1F (20948.510000 sec): 3 clusters
  Score: Raw -361196.017511 + Penalty 2741.905947 = -358454.111563
  nChanged 431
		SP:Iteration 2F (20948.670000 sec): 3 clusters
  Score: Raw -361551.608496 + Penalty 2741.905947 = -358809.702549
  nChanged 326
		SP:Iteration 3F (20948.810000 sec): 3 clusters
  Score: Raw -361820.623314 + Penalty 2741.905947 = -359078.717367
  nChanged 249
		SP:Iteration 4F (20948.940000 sec): 3 clusters
  Score: Raw -362028.839080 + Penalty 2741.905947 = -359286.933133
  nChanged 219
		SP:Iteration 5Q (20949.100000 sec): 3 clusters
  Score: Raw -362200.875477 + Penalty 2741.905947 = -359458.969530
  nChanged 197
		SP:Iteration 6Q (20949.240000 sec): 3 clusters
  Score: Raw -362361.983574 + Penalty 2741.905947 = -359620.077627
  nChanged 175
		SP:Iteration 7Q (20949.390000 sec): 3 clusters
  Score: Raw -362509.773044 + Penalty 2741.905947 = -359767.867097
  nChanged 156
		SP:Iteration 8Q (20949.550000 sec): 3 clusters
  Score: Raw -362634.869187 + Penalty 2741.905947 = -359892.963240
  nChanged 143
		SP:Iteration 9Q (20949.740000 sec): 3 clusters
  Score: Raw -362734.951285 + Penalty 2741.905947 = -359993.045338
  nChanged 87
		SP:Iteration 10Q (20949.890000 sec): 3 clusters
  Score: Raw -362777.722517 + Penalty 2741.905947 = -360035.816570
  nChanged 64
		SP:Iteration 11Q (20950.050000 sec): 3 clusters
  Score: Raw -362803.041822 + Penalty 2741.905947 = -360061.135875
  nChanged 46
		SP:Iteration 12Q (20950.190000 sec): 3 clusters
  Score: Raw -362823.972823 + Penalty 2741.905947 = -360082.066876
  nChanged 47
		SP:Iteration 13Q (20950.340000 sec): 3 clusters
  Score: Raw -362843.902670 + Penalty 2741.905947 = -360101.996723
  nChanged 48
		SP:Iteration 14Q (20950.520000 sec): 3 clusters
  Score: Raw -362862.714594 + Penalty 2741.905947 = -360120.808647
  nChanged 45
		SP:Iteration 15Q (20950.680000 sec): 3 clusters
  Score: Raw -362883.135673 + Penalty 2741.905947 = -360141.229726
  nChanged 49
		SP:Iteration 16Q (20950.870000 sec): 3 clusters
  Score: Raw -362900.490114 + Penalty 2741.905947 = -360158.584167
  nChanged 33
		SP:Iteration 17Q (20951.040000 sec): 3 clusters
  Score: Raw -362914.009662 + Penalty 2741.905947 = -360172.103715
  nChanged 26
		SP:Iteration 18Q (20951.180000 sec): 3 clusters
  Score: Raw -362922.265831 + Penalty 2741.905947 = -360180.359884
  nChanged 17
		SP:Iteration 19Q (20951.360000 sec): 3 clusters
  Score: Raw -362927.595399 + Penalty 2741.905947 = -360185.689452
  nChanged 16
		SP:Iteration 20F (20951.520000 sec): 3 clusters
  Score: Raw -362932.254563 + Penalty 2741.905947 = -360190.348616
  nChanged 14
		SP:Iteration 21Q (20951.650000 sec): 3 clusters
  Score: Raw -362936.800591 + Penalty 2741.905947 = -360194.894644
  nChanged 11
		SP:Iteration 22Q (20951.780000 sec): 3 clusters
  Score: Raw -362939.619623 + Penalty 2741.905947 = -360197.713676
  nChanged 5
		SP:Iteration 23Q (20951.970000 sec): 3 clusters
  Score: Raw -362940.416937 + Penalty 2741.905947 = -360198.510990
  nChanged 6
		SP:Iteration 24Q (20952.100000 sec): 3 clusters
  Score: Raw -362942.295478 + Penalty 2741.905947 = -360200.389531
  nChanged 7
		SP:Iteration 25Q (20952.260000 sec): 3 clusters
  Score: Raw -362943.655346 + Penalty 2741.905947 = -360201.749399
  nChanged 6
		SP:Iteration 26Q (20952.450000 sec): 3 clusters
  Score: Raw -362945.198655 + Penalty 2741.905947 = -360203.292707
  nChanged 8
		SP:Iteration 27Q (20952.590000 sec): 3 clusters
  Score: Raw -362947.425040 + Penalty 2741.905947 = -360205.519093
  nChanged 10
		SP:Iteration 28Q (20952.730000 sec): 3 clusters
  Score: Raw -362951.122818 + Penalty 2741.905947 = -360209.216870
  nChanged 13
		SP:Iteration 29Q (20952.900000 sec): 3 clusters
  Score: Raw -362955.061594 + Penalty 2741.905947 = -360213.155647
  nChanged 11
		SP:Iteration 30Q (20953.080000 sec): 3 clusters
  Score: Raw -362959.396133 + Penalty 2741.905947 = -360217.490186
  nChanged 9
		SP:Iteration 31Q (20953.240000 sec): 3 clusters
  Score: Raw -362962.470842 + Penalty 2741.905947 = -360220.564895
  nChanged 8
		SP:Iteration 32Q (20953.380000 sec): 3 clusters
  Score: Raw -362964.848966 + Penalty 2741.905947 = -360222.943019
  nChanged 8
		SP:Iteration 33Q (20953.520000 sec): 3 clusters
  Score: Raw -362966.838151 + Penalty 2741.905947 = -360224.932204
  nChanged 3
		SP:Iteration 34Q (20953.670000 sec): 3 clusters
  Score: Raw -362967.134638 + Penalty 2741.905947 = -360225.228690
  nChanged 2
		SP:Iteration 35Q (20953.820000 sec): 3 clusters
  Score: Raw -362967.317229 + Penalty 2741.905947 = -360225.411282
  nChanged 1
		SP:Iteration 36Q (20953.980000 sec): 3 clusters
  Score: Raw -362967.487351 + Penalty 2741.905947 = -360225.581404
  nChanged 0
		SP:Iteration 37F (20954.130000 sec): 3 clusters
  Score: Raw -362967.487351 + Penalty 2741.905947 = -360225.581404
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (8015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20954.270000 sec): 2 clusters
  Score: Raw -647488.799207 + Penalty 1460.723886 = -646028.075322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20954.490000 sec): 3 clusters
  Score: Raw -643175.331041 + Penalty 2921.447771 = -640253.883270
  nChanged 3322
		SP:Iteration 1F (20954.660000 sec): 3 clusters
  Score: Raw -645262.841190 + Penalty 2921.447771 = -642341.393419
  nChanged 697
		SP:Iteration 2F (20954.840000 sec): 3 clusters
  Score: Raw -645728.078714 + Penalty 2921.447771 = -642806.630942
  nChanged 594
		SP:Iteration 3F (20955.060000 sec): 3 clusters
  Score: Raw -646089.234436 + Penalty 2921.447771 = -643167.786665
  nChanged 451
		SP:Iteration 4F (20955.310000 sec): 3 clusters
  Score: Raw -646339.104211 + Penalty 2921.447771 = -643417.656440
  nChanged 343
		SP:Iteration 5Q (20955.500000 sec): 3 clusters
  Score: Raw -646507.525265 + Penalty 2921.447771 = -643586.077493
  nChanged 269
		SP:Iteration 6Q (20955.690000 sec): 3 clusters
  Score: Raw -646647.764252 + Penalty 2921.447771 = -643726.316481
  nChanged 236
		SP:Iteration 7Q (20955.900000 sec): 3 clusters
  Score: Raw -646782.053587 + Penalty 2921.447771 = -643860.605816
  nChanged 253
		SP:Iteration 8Q (20956.080000 sec): 3 clusters
  Score: Raw -646915.613086 + Penalty 2921.447771 = -643994.165315
  nChanged 236
		SP:Iteration 9Q (20956.290000 sec): 3 clusters
  Score: Raw -647048.134885 + Penalty 2921.447771 = -644126.687113
  nChanged 222
		SP:Iteration 10Q (20956.540000 sec): 3 clusters
  Score: Raw -647186.529835 + Penalty 2921.447771 = -644265.082064
  nChanged 246
		SP:Iteration 11Q (20956.710000 sec): 3 clusters
  Score: Raw -647350.370865 + Penalty 2921.447771 = -644428.923094
  nChanged 266
		SP:Iteration 12Q (20956.920000 sec): 3 clusters
  Score: Raw -647510.217718 + Penalty 2921.447771 = -644588.769946
  nChanged 223
		SP:Iteration 13Q (20957.080000 sec): 3 clusters
  Score: Raw -647631.496306 + Penalty 2921.447771 = -644710.048535
  nChanged 231
		SP:Iteration 14Q (20957.320000 sec): 3 clusters
  Score: Raw -647752.447706 + Penalty 2921.447771 = -644830.999935
  nChanged 203
		SP:Iteration 15Q (20957.460000 sec): 3 clusters
  Score: Raw -647858.026277 + Penalty 2921.447771 = -644936.578506
  nChanged 167
		SP:Iteration 16Q (20957.630000 sec): 3 clusters
  Score: Raw -647943.157754 + Penalty 2921.447771 = -645021.709983
  nChanged 168
		SP:Iteration 17Q (20957.800000 sec): 3 clusters
  Score: Raw -648019.074095 + Penalty 2921.447771 = -645097.626324
  nChanged 139
		SP:Iteration 18Q (20958.020000 sec): 3 clusters
  Score: Raw -648077.857739 + Penalty 2921.447771 = -645156.409968
  nChanged 113
		SP:Iteration 19Q (20958.270000 sec): 3 clusters
  Score: Raw -648121.863491 + Penalty 2921.447771 = -645200.415719
  nChanged 94
		SP:Iteration 20F (20958.400000 sec): 3 clusters
  Score: Raw -648153.422593 + Penalty 2921.447771 = -645231.974822
  nChanged 63
		SP:Iteration 21Q (20958.590000 sec): 3 clusters
  Score: Raw -648171.361687 + Penalty 2921.447771 = -645249.913916
  nChanged 49
		SP:Iteration 22Q (20958.840000 sec): 3 clusters
  Score: Raw -648183.104682 + Penalty 2921.447771 = -645261.656911
  nChanged 40
		SP:Iteration 23Q (20958.980000 sec): 3 clusters
  Score: Raw -648192.266920 + Penalty 2921.447771 = -645270.819149
  nChanged 33
		SP:Iteration 24Q (20959.140000 sec): 3 clusters
  Score: Raw -648199.349463 + Penalty 2921.447771 = -645277.901692
  nChanged 28
		SP:Iteration 25Q (20959.360000 sec): 3 clusters
  Score: Raw -648204.826866 + Penalty 2921.447771 = -645283.379095
  nChanged 22
		SP:Iteration 26Q (20959.540000 sec): 3 clusters
  Score: Raw -648208.001607 + Penalty 2921.447771 = -645286.553836
  nChanged 13
		SP:Iteration 27Q (20959.710000 sec): 3 clusters
  Score: Raw -648209.873127 + Penalty 2921.447771 = -645288.425356
  nChanged 8
		SP:Iteration 28Q (20959.900000 sec): 3 clusters
  Score: Raw -648210.972126 + Penalty 2921.447771 = -645289.524355
  nChanged 5
		SP:Iteration 29Q (20960.100000 sec): 3 clusters
  Score: Raw -648211.809744 + Penalty 2921.447771 = -645290.361973
  nChanged 3
		SP:Iteration 30Q (20960.290000 sec): 3 clusters
  Score: Raw -648212.172568 + Penalty 2921.447771 = -645290.724797
  nChanged 2
		SP:Iteration 31Q (20960.500000 sec): 3 clusters
  Score: Raw -648212.367131 + Penalty 2921.447771 = -645290.919360
  nChanged 2
		SP:Iteration 32Q (20960.710000 sec): 3 clusters
  Score: Raw -648212.498596 + Penalty 2921.447771 = -645291.050824
  nChanged 2
		SP:Iteration 33Q (20960.900000 sec): 3 clusters
  Score: Raw -648212.767595 + Penalty 2921.447771 = -645291.319824
  nChanged 1
		SP:Iteration 34Q (20961.060000 sec): 3 clusters
  Score: Raw -648212.977909 + Penalty 2921.447771 = -645291.530138
  nChanged 0
		SP:Iteration 35F (20961.230000 sec): 3 clusters
  Score: Raw -648212.977909 + Penalty 2921.447771 = -645291.530138
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (13480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20961.370000 sec): 2 clusters
  Score: Raw -1158897.069273 + Penalty 1545.206387 = -1157351.862885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20961.660000 sec): 3 clusters
  Score: Raw -1151062.397245 + Penalty 3090.412775 = -1147971.984470
  nChanged 6007
		SP:Iteration 1F (20961.890000 sec): 3 clusters
  Score: Raw -1155309.560434 + Penalty 3090.412775 = -1152219.147659
  nChanged 1269
		SP:Iteration 2F (20962.120000 sec): 3 clusters
  Score: Raw -1156532.843229 + Penalty 3090.412775 = -1153442.430454
  nChanged 1160
		SP:Iteration 3F (20962.390000 sec): 3 clusters
  Score: Raw -1157606.713239 + Penalty 3090.412775 = -1154516.300464
  nChanged 1036
		SP:Iteration 4F (20962.630000 sec): 3 clusters
  Score: Raw -1158422.003076 + Penalty 3090.412775 = -1155331.590301
  nChanged 806
		SP:Iteration 5F (20962.860000 sec): 3 clusters
  Score: Raw -1158987.118412 + Penalty 3090.412775 = -1155896.705637
  nChanged 603
		SP:Iteration 6Q (20963.090000 sec): 3 clusters
  Score: Raw -1159350.599666 + Penalty 3090.412775 = -1156260.186891
  nChanged 476
		SP:Iteration 7Q (20963.340000 sec): 3 clusters
  Score: Raw -1159584.682098 + Penalty 3090.412775 = -1156494.269323
  nChanged 355
		SP:Iteration 8Q (20963.600000 sec): 3 clusters
  Score: Raw -1159733.839858 + Penalty 3090.412775 = -1156643.427083
  nChanged 297
		SP:Iteration 9Q (20963.850000 sec): 3 clusters
  Score: Raw -1159846.168887 + Penalty 3090.412775 = -1156755.756112
  nChanged 235
		SP:Iteration 10Q (20964.150000 sec): 3 clusters
  Score: Raw -1159918.112144 + Penalty 3090.412775 = -1156827.699369
  nChanged 190
		SP:Iteration 11Q (20964.360000 sec): 3 clusters
  Score: Raw -1159973.614264 + Penalty 3090.412775 = -1156883.201489
  nChanged 153
		SP:Iteration 12Q (20964.600000 sec): 3 clusters
  Score: Raw -1160010.769724 + Penalty 3090.412775 = -1156920.356949
  nChanged 119
		SP:Iteration 13Q (20964.890000 sec): 3 clusters
  Score: Raw -1160040.989908 + Penalty 3090.412775 = -1156950.577133
  nChanged 104
		SP:Iteration 14Q (20965.120000 sec): 3 clusters
  Score: Raw -1160067.764368 + Penalty 3090.412775 = -1156977.351593
  nChanged 101
		SP:Iteration 15Q (20965.320000 sec): 3 clusters
  Score: Raw -1160089.930033 + Penalty 3090.412775 = -1156999.517258
  nChanged 84
		SP:Iteration 16Q (20965.620000 sec): 3 clusters
  Score: Raw -1160105.624764 + Penalty 3090.412775 = -1157015.211989
  nChanged 64
		SP:Iteration 17Q (20965.820000 sec): 3 clusters
  Score: Raw -1160112.970912 + Penalty 3090.412775 = -1157022.558137
  nChanged 35
		SP:Iteration 18Q (20966.050000 sec): 3 clusters
  Score: Raw -1160116.630427 + Penalty 3090.412775 = -1157026.217652
  nChanged 21
		SP:Iteration 19Q (20966.300000 sec): 3 clusters
  Score: Raw -1160118.740319 + Penalty 3090.412775 = -1157028.327544
  nChanged 15
		SP:Iteration 20F (20966.540000 sec): 3 clusters
  Score: Raw -1160119.850325 + Penalty 3090.412775 = -1157029.437550
  nChanged 14
		SP:Iteration 21Q (20966.800000 sec): 3 clusters
  Score: Raw -1160121.000592 + Penalty 3090.412775 = -1157030.587817
  nChanged 12
		SP:Iteration 22Q (20967.030000 sec): 3 clusters
  Score: Raw -1160121.743793 + Penalty 3090.412775 = -1157031.331018
  nChanged 8
		SP:Iteration 23Q (20967.270000 sec): 3 clusters
  Score: Raw -1160122.378076 + Penalty 3090.412775 = -1157031.965301
  nChanged 8
		SP:Iteration 24Q (20967.520000 sec): 3 clusters
  Score: Raw -1160122.902601 + Penalty 3090.412775 = -1157032.489826
  nChanged 5
		SP:Iteration 25Q (20967.780000 sec): 3 clusters
  Score: Raw -1160123.485126 + Penalty 3090.412775 = -1157033.072351
  nChanged 6
		SP:Iteration 26Q (20968.050000 sec): 3 clusters
  Score: Raw -1160123.828392 + Penalty 3090.412775 = -1157033.415617
  nChanged 6
		SP:Iteration 27Q (20968.260000 sec): 3 clusters
  Score: Raw -1160124.395783 + Penalty 3090.412775 = -1157033.983008
  nChanged 5
		SP:Iteration 28Q (20968.510000 sec): 3 clusters
  Score: Raw -1160124.884616 + Penalty 3090.412775 = -1157034.471841
  nChanged 5
		SP:Iteration 29Q (20968.820000 sec): 3 clusters
  Score: Raw -1160125.182637 + Penalty 3090.412775 = -1157034.769862
  nChanged 3
		SP:Iteration 30Q (20969.030000 sec): 3 clusters
  Score: Raw -1160125.295021 + Penalty 3090.412775 = -1157034.882246
  nChanged 2
		SP:Iteration 31Q (20969.310000 sec): 3 clusters
  Score: Raw -1160125.422774 + Penalty 3090.412775 = -1157035.009999
  nChanged 2
		SP:Iteration 32Q (20969.500000 sec): 3 clusters
  Score: Raw -1160125.554238 + Penalty 3090.412775 = -1157035.141463
  nChanged 1
		SP:Iteration 33Q (20969.720000 sec): 3 clusters
  Score: Raw -1160125.631814 + Penalty 3090.412775 = -1157035.219039
  nChanged 2
		SP:Iteration 34Q (20969.970000 sec): 3 clusters
  Score: Raw -1160125.716860 + Penalty 3090.412775 = -1157035.304085
  nChanged 0
		SP:Iteration 35F (20970.210000 sec): 3 clusters
  Score: Raw -1160125.716860 + Penalty 3090.412775 = -1157035.304085
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (5053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20970.280000 sec): 2 clusters
  Score: Raw -484583.163221 + Penalty 1385.757328 = -483197.405893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20970.420000 sec): 3 clusters
  Score: Raw -481942.458573 + Penalty 2771.514657 = -479170.943916
  nChanged 2050
		SP:Iteration 1F (20970.630000 sec): 3 clusters
  Score: Raw -483081.190987 + Penalty 2771.514657 = -480309.676330
  nChanged 348
		SP:Iteration 2F (20970.760000 sec): 3 clusters
  Score: Raw -483273.827611 + Penalty 2771.514657 = -480502.312955
  nChanged 255
		SP:Iteration 3F (20970.940000 sec): 3 clusters
  Score: Raw -483394.002645 + Penalty 2771.514657 = -480622.487989
  nChanged 215
		SP:Iteration 4Q (20971.080000 sec): 3 clusters
  Score: Raw -483488.096241 + Penalty 2771.514657 = -480716.581585
  nChanged 160
		SP:Iteration 5Q (20971.220000 sec): 3 clusters
  Score: Raw -483551.390615 + Penalty 2771.514657 = -480779.875958
  nChanged 117
		SP:Iteration 6Q (20971.370000 sec): 3 clusters
  Score: Raw -483604.320646 + Penalty 2771.514657 = -480832.805989
  nChanged 146
		SP:Iteration 7Q (20971.510000 sec): 3 clusters
  Score: Raw -483662.887558 + Penalty 2771.514657 = -480891.372901
  nChanged 121
		SP:Iteration 8Q (20971.670000 sec): 3 clusters
  Score: Raw -483716.745897 + Penalty 2771.514657 = -480945.231240
  nChanged 116
		SP:Iteration 9Q (20971.830000 sec): 3 clusters
  Score: Raw -483767.990551 + Penalty 2771.514657 = -480996.475894
  nChanged 104
		SP:Iteration 10Q (20971.980000 sec): 3 clusters
  Score: Raw -483813.630915 + Penalty 2771.514657 = -481042.116258
  nChanged 102
		SP:Iteration 11Q (20972.120000 sec): 3 clusters
  Score: Raw -483858.753416 + Penalty 2771.514657 = -481087.238759
  nChanged 113
		SP:Iteration 12Q (20972.290000 sec): 3 clusters
  Score: Raw -483909.135053 + Penalty 2771.514657 = -481137.620397
  nChanged 106
		SP:Iteration 13Q (20972.490000 sec): 3 clusters
  Score: Raw -483954.126328 + Penalty 2771.514657 = -481182.611672
  nChanged 99
		SP:Iteration 14Q (20972.670000 sec): 3 clusters
  Score: Raw -483996.116127 + Penalty 2771.514657 = -481224.601470
  nChanged 95
		SP:Iteration 15Q (20972.790000 sec): 3 clusters
  Score: Raw -484039.032068 + Penalty 2771.514657 = -481267.517411
  nChanged 91
		SP:Iteration 16Q (20972.930000 sec): 3 clusters
  Score: Raw -484083.946239 + Penalty 2771.514657 = -481312.431583
  nChanged 77
		SP:Iteration 17Q (20973.110000 sec): 3 clusters
  Score: Raw -484110.001923 + Penalty 2771.514657 = -481338.487266
  nChanged 78
		SP:Iteration 18Q (20973.260000 sec): 3 clusters
  Score: Raw -484136.224365 + Penalty 2771.514657 = -481364.709708
  nChanged 67
		SP:Iteration 19Q (20973.430000 sec): 3 clusters
  Score: Raw -484158.338602 + Penalty 2771.514657 = -481386.823945
  nChanged 58
		SP:Iteration 20F (20973.550000 sec): 3 clusters
  Score: Raw -484178.655838 + Penalty 2771.514657 = -481407.141181
  nChanged 52
		SP:Iteration 21Q (20973.730000 sec): 3 clusters
  Score: Raw -484196.007696 + Penalty 2771.514657 = -481424.493039
  nChanged 56
		SP:Iteration 22Q (20973.920000 sec): 3 clusters
  Score: Raw -484217.392391 + Penalty 2771.514657 = -481445.877735
  nChanged 54
		SP:Iteration 23Q (20974.080000 sec): 3 clusters
  Score: Raw -484234.552885 + Penalty 2771.514657 = -481463.038228
  nChanged 48
		SP:Iteration 24Q (20974.240000 sec): 3 clusters
  Score: Raw -484247.728404 + Penalty 2771.514657 = -481476.213748
  nChanged 35
		SP:Iteration 25Q (20974.410000 sec): 3 clusters
  Score: Raw -484256.605125 + Penalty 2771.514657 = -481485.090468
  nChanged 30
		SP:Iteration 26Q (20974.650000 sec): 3 clusters
  Score: Raw -484264.294510 + Penalty 2771.514657 = -481492.779854
  nChanged 29
		SP:Iteration 27Q (20974.780000 sec): 3 clusters
  Score: Raw -484272.441991 + Penalty 2771.514657 = -481500.927334
  nChanged 28
		SP:Iteration 28Q (20974.960000 sec): 3 clusters
  Score: Raw -484280.037700 + Penalty 2771.514657 = -481508.523043
  nChanged 30
		SP:Iteration 29Q (20975.120000 sec): 3 clusters
  Score: Raw -484289.750255 + Penalty 2771.514657 = -481518.235598
  nChanged 28
		SP:Iteration 30Q (20975.320000 sec): 3 clusters
  Score: Raw -484297.205639 + Penalty 2771.514657 = -481525.690983
  nChanged 27
		SP:Iteration 31Q (20975.520000 sec): 3 clusters
  Score: Raw -484303.976246 + Penalty 2771.514657 = -481532.461589
  nChanged 29
		SP:Iteration 32Q (20975.680000 sec): 3 clusters
  Score: Raw -484312.153974 + Penalty 2771.514657 = -481540.639317
  nChanged 29
		SP:Iteration 33Q (20975.800000 sec): 3 clusters
  Score: Raw -484320.863546 + Penalty 2771.514657 = -481549.348890
  nChanged 28
		SP:Iteration 34Q (20975.950000 sec): 3 clusters
  Score: Raw -484330.351601 + Penalty 2771.514657 = -481558.836944
  nChanged 22
		SP:Iteration 35Q (20976.100000 sec): 3 clusters
  Score: Raw -484336.771221 + Penalty 2771.514657 = -481565.256564
  nChanged 27
		SP:Iteration 36Q (20976.270000 sec): 3 clusters
  Score: Raw -484344.778005 + Penalty 2771.514657 = -481573.263348
  nChanged 20
		SP:Iteration 37Q (20976.430000 sec): 3 clusters
  Score: Raw -484349.928121 + Penalty 2771.514657 = -481578.413464
  nChanged 16
		SP:Iteration 38Q (20976.580000 sec): 3 clusters
  Score: Raw -484354.732447 + Penalty 2771.514657 = -481583.217791
  nChanged 20
		SP:Iteration 39Q (20976.730000 sec): 3 clusters
  Score: Raw -484360.157595 + Penalty 2771.514657 = -481588.642938
  nChanged 25
		SP:Iteration 40F (20976.880000 sec): 3 clusters
  Score: Raw -484367.199011 + Penalty 2771.514657 = -481595.684355
  nChanged 16
		SP:Iteration 41Q (20977.040000 sec): 3 clusters
  Score: Raw -484371.015258 + Penalty 2771.514657 = -481599.500601
  nChanged 19
		SP:Iteration 42Q (20977.180000 sec): 3 clusters
  Score: Raw -484375.453593 + Penalty 2771.514657 = -481603.938936
  nChanged 14
		SP:Iteration 43Q (20977.330000 sec): 3 clusters
  Score: Raw -484379.960232 + Penalty 2771.514657 = -481608.445575
  nChanged 23
		SP:Iteration 44Q (20977.500000 sec): 3 clusters
  Score: Raw -484385.359500 + Penalty 2771.514657 = -481613.844843
  nChanged 17
		SP:Iteration 45Q (20977.670000 sec): 3 clusters
  Score: Raw -484388.930645 + Penalty 2771.514657 = -481617.415988
  nChanged 15
		SP:Iteration 46Q (20977.860000 sec): 3 clusters
  Score: Raw -484392.159418 + Penalty 2771.514657 = -481620.644761
  nChanged 13
		SP:Iteration 47Q (20978.080000 sec): 3 clusters
  Score: Raw -484394.547847 + Penalty 2771.514657 = -481623.033190
  nChanged 13
		SP:Iteration 48Q (20978.220000 sec): 3 clusters
  Score: Raw -484397.745131 + Penalty 2771.514657 = -481626.230474
  nChanged 12
		SP:Iteration 49Q (20978.420000 sec): 3 clusters
  Score: Raw -484400.710060 + Penalty 2771.514657 = -481629.195404
  nChanged 13
		SP:Iteration 50Q (20978.590000 sec): 3 clusters
  Score: Raw -484403.235255 + Penalty 2771.514657 = -481631.720598
  nChanged 8
		SP:Iteration 51Q (20978.840000 sec): 3 clusters
  Score: Raw -484404.758813 + Penalty 2771.514657 = -481633.244156
  nChanged 10
		SP:Iteration 52Q (20978.980000 sec): 3 clusters
  Score: Raw -484407.526812 + Penalty 2771.514657 = -481636.012155
  nChanged 11
		SP:Iteration 53Q (20979.130000 sec): 3 clusters
  Score: Raw -484409.600233 + Penalty 2771.514657 = -481638.085577
  nChanged 8
		SP:Iteration 54Q (20979.320000 sec): 3 clusters
  Score: Raw -484412.716794 + Penalty 2771.514657 = -481641.202138
  nChanged 9
		SP:Iteration 55Q (20979.480000 sec): 3 clusters
  Score: Raw -484416.902434 + Penalty 2771.514657 = -481645.387778
  nChanged 18
		SP:Iteration 56Q (20979.680000 sec): 3 clusters
  Score: Raw -484425.697640 + Penalty 2771.514657 = -481654.182983
  nChanged 19
		SP:Iteration 57Q (20979.820000 sec): 3 clusters
  Score: Raw -484434.824476 + Penalty 2771.514657 = -481663.309819
  nChanged 19
		SP:Iteration 58Q (20979.990000 sec): 3 clusters
  Score: Raw -484439.244549 + Penalty 2771.514657 = -481667.729892
  nChanged 16
		SP:Iteration 59Q (20980.130000 sec): 3 clusters
  Score: Raw -484442.855977 + Penalty 2771.514657 = -481671.341320
  nChanged 16
		SP:Iteration 60F (20980.260000 sec): 3 clusters
  Score: Raw -484445.780846 + Penalty 2771.514657 = -481674.266189
  nChanged 9
		SP:Iteration 61Q (20980.440000 sec): 3 clusters
  Score: Raw -484447.118564 + Penalty 2771.514657 = -481675.603907
  nChanged 6
		SP:Iteration 62Q (20980.580000 sec): 3 clusters
  Score: Raw -484447.803686 + Penalty 2771.514657 = -481676.289029
  nChanged 6
		SP:Iteration 63Q (20980.710000 sec): 3 clusters
  Score: Raw -484448.761793 + Penalty 2771.514657 = -481677.247136
  nChanged 5
		SP:Iteration 64Q (20980.860000 sec): 3 clusters
  Score: Raw -484449.979302 + Penalty 2771.514657 = -481678.464645
  nChanged 7
		SP:Iteration 65Q (20981.030000 sec): 3 clusters
  Score: Raw -484450.796542 + Penalty 2771.514657 = -481679.281885
  nChanged 2
		SP:Iteration 66Q (20981.160000 sec): 3 clusters
  Score: Raw -484451.111390 + Penalty 2771.514657 = -481679.596734
  nChanged 4
		SP:Iteration 67Q (20981.320000 sec): 3 clusters
  Score: Raw -484452.272716 + Penalty 2771.514657 = -481680.758060
  nChanged 5
		SP:Iteration 68Q (20981.470000 sec): 3 clusters
  Score: Raw -484453.311230 + Penalty 2771.514657 = -481681.796574
  nChanged 3
		SP:Iteration 69Q (20981.600000 sec): 3 clusters
  Score: Raw -484454.085681 + Penalty 2771.514657 = -481682.571024
  nChanged 1
		SP:Iteration 70Q (20981.720000 sec): 3 clusters
  Score: Raw -484454.154741 + Penalty 2771.514657 = -481682.640084
  nChanged 1
		SP:Iteration 71Q (20981.880000 sec): 3 clusters
  Score: Raw -484454.178384 + Penalty 2771.514657 = -481682.663727
  nChanged 2
		SP:Iteration 72Q (20982.000000 sec): 3 clusters
  Score: Raw -484454.329802 + Penalty 2771.514657 = -481682.815145
  nChanged 3
		SP:Iteration 73Q (20982.190000 sec): 3 clusters
  Score: Raw -484454.897199 + Penalty 2771.514657 = -481683.382543
  nChanged 2
		SP:Iteration 74Q (20982.370000 sec): 3 clusters
  Score: Raw -484455.246784 + Penalty 2771.514657 = -481683.732127
  nChanged 1
		SP:Iteration 75Q (20982.520000 sec): 3 clusters
  Score: Raw -484455.419643 + Penalty 2771.514657 = -481683.904986
  nChanged 0
		SP:Iteration 76F (20982.690000 sec): 3 clusters
  Score: Raw -484455.419643 + Penalty 2771.514657 = -481683.904986
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (8652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20982.850000 sec): 2 clusters
  Score: Raw -819870.815484 + Penalty 1473.151190 = -818397.664294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20983.080000 sec): 3 clusters
  Score: Raw -815131.664405 + Penalty 2946.302381 = -812185.362024
  nChanged 3707
		SP:Iteration 1F (20983.220000 sec): 3 clusters
  Score: Raw -817209.475539 + Penalty 2946.302381 = -814263.173158
  nChanged 551
		SP:Iteration 2F (20983.430000 sec): 3 clusters
  Score: Raw -817477.889587 + Penalty 2946.302381 = -814531.587206
  nChanged 469
		SP:Iteration 3F (20983.600000 sec): 3 clusters
  Score: Raw -817689.161055 + Penalty 2946.302381 = -814742.858674
  nChanged 393
		SP:Iteration 4Q (20983.800000 sec): 3 clusters
  Score: Raw -817885.437409 + Penalty 2946.302381 = -814939.135028
  nChanged 376
		SP:Iteration 5Q (20983.970000 sec): 3 clusters
  Score: Raw -818043.082114 + Penalty 2946.302381 = -815096.779734
  nChanged 329
		SP:Iteration 6Q (20984.160000 sec): 3 clusters
  Score: Raw -818177.675470 + Penalty 2946.302381 = -815231.373089
  nChanged 284
		SP:Iteration 7Q (20984.400000 sec): 3 clusters
  Score: Raw -818289.408390 + Penalty 2946.302381 = -815343.106010
  nChanged 243
		SP:Iteration 8Q (20984.620000 sec): 3 clusters
  Score: Raw -818371.830260 + Penalty 2946.302381 = -815425.527879
  nChanged 203
		SP:Iteration 9Q (20984.830000 sec): 3 clusters
  Score: Raw -818437.483766 + Penalty 2946.302381 = -815491.181385
  nChanged 196
		SP:Iteration 10Q (20985.030000 sec): 3 clusters
  Score: Raw -818496.168372 + Penalty 2946.302381 = -815549.865992
  nChanged 166
		SP:Iteration 11Q (20985.230000 sec): 3 clusters
  Score: Raw -818544.546167 + Penalty 2946.302381 = -815598.243786
  nChanged 156
		SP:Iteration 12Q (20985.440000 sec): 3 clusters
  Score: Raw -818589.986088 + Penalty 2946.302381 = -815643.683707
  nChanged 133
		SP:Iteration 13Q (20985.620000 sec): 3 clusters
  Score: Raw -818629.351807 + Penalty 2946.302381 = -815683.049426
  nChanged 126
		SP:Iteration 14Q (20985.790000 sec): 3 clusters
  Score: Raw -818663.591014 + Penalty 2946.302381 = -815717.288634
  nChanged 127
		SP:Iteration 15Q (20985.990000 sec): 3 clusters
  Score: Raw -818702.658000 + Penalty 2946.302381 = -815756.355619
  nChanged 133
		SP:Iteration 16Q (20986.110000 sec): 3 clusters
  Score: Raw -818748.006390 + Penalty 2946.302381 = -815801.704009
  nChanged 140
		SP:Iteration 17Q (20986.340000 sec): 3 clusters
  Score: Raw -818790.691743 + Penalty 2946.302381 = -815844.389363
  nChanged 124
		SP:Iteration 18Q (20986.590000 sec): 3 clusters
  Score: Raw -818830.335193 + Penalty 2946.302381 = -815884.032812
  nChanged 126
		SP:Iteration 19Q (20986.740000 sec): 3 clusters
  Score: Raw -818875.465302 + Penalty 2946.302381 = -815929.162921
  nChanged 137
		SP:Iteration 20F (20986.940000 sec): 3 clusters
  Score: Raw -818924.992490 + Penalty 2946.302381 = -815978.690109
  nChanged 129
		SP:Iteration 21Q (20987.110000 sec): 3 clusters
  Score: Raw -818971.406548 + Penalty 2946.302381 = -816025.104167
  nChanged 131
		SP:Iteration 22Q (20987.290000 sec): 3 clusters
  Score: Raw -819013.906703 + Penalty 2946.302381 = -816067.604323
  nChanged 127
		SP:Iteration 23Q (20987.530000 sec): 3 clusters
  Score: Raw -819060.714468 + Penalty 2946.302381 = -816114.412087
  nChanged 120
		SP:Iteration 24Q (20987.710000 sec): 3 clusters
  Score: Raw -819103.463720 + Penalty 2946.302381 = -816157.161339
  nChanged 122
		SP:Iteration 25Q (20987.900000 sec): 3 clusters
  Score: Raw -819155.500709 + Penalty 2946.302381 = -816209.198328
  nChanged 126
		SP:Iteration 26Q (20988.100000 sec): 3 clusters
  Score: Raw -819210.534211 + Penalty 2946.302381 = -816264.231831
  nChanged 138
		SP:Iteration 27Q (20988.280000 sec): 3 clusters
  Score: Raw -819277.168065 + Penalty 2946.302381 = -816330.865685
  nChanged 152
		SP:Iteration 28Q (20988.440000 sec): 3 clusters
  Score: Raw -819361.239818 + Penalty 2946.302381 = -816414.937437
  nChanged 149
		SP:Iteration 29Q (20988.640000 sec): 3 clusters
  Score: Raw -819445.018828 + Penalty 2946.302381 = -816498.716447
  nChanged 137
		SP:Iteration 30Q (20988.800000 sec): 3 clusters
  Score: Raw -819526.776399 + Penalty 2946.302381 = -816580.474018
  nChanged 121
		SP:Iteration 31Q (20988.980000 sec): 3 clusters
  Score: Raw -819599.760817 + Penalty 2946.302381 = -816653.458436
  nChanged 111
		SP:Iteration 32Q (20989.210000 sec): 3 clusters
  Score: Raw -819670.185883 + Penalty 2946.302381 = -816723.883502
  nChanged 108
		SP:Iteration 33Q (20989.440000 sec): 3 clusters
  Score: Raw -819733.950365 + Penalty 2946.302381 = -816787.647985
  nChanged 80
		SP:Iteration 34Q (20989.610000 sec): 3 clusters
  Score: Raw -819776.701272 + Penalty 2946.302381 = -816830.398891
  nChanged 68
		SP:Iteration 35Q (20989.830000 sec): 3 clusters
  Score: Raw -819824.408291 + Penalty 2946.302381 = -816878.105911
  nChanged 64
		SP:Iteration 36Q (20990.050000 sec): 3 clusters
  Score: Raw -819879.366577 + Penalty 2946.302381 = -816933.064196
  nChanged 60
		SP:Iteration 37Q (20990.250000 sec): 3 clusters
  Score: Raw -819916.106683 + Penalty 2946.302381 = -816969.804302
  nChanged 45
		SP:Iteration 38Q (20990.470000 sec): 3 clusters
  Score: Raw -819942.139971 + Penalty 2946.302381 = -816995.837590
  nChanged 32
		SP:Iteration 39Q (20990.660000 sec): 3 clusters
  Score: Raw -819965.124672 + Penalty 2946.302381 = -817018.822291
  nChanged 31
		SP:Iteration 40F (20990.850000 sec): 3 clusters
  Score: Raw -819990.755013 + Penalty 2946.302381 = -817044.452632
  nChanged 24
		SP:Iteration 41Q (20991.050000 sec): 3 clusters
  Score: Raw -820002.480030 + Penalty 2946.302381 = -817056.177649
  nChanged 16
		SP:Iteration 42Q (20991.230000 sec): 3 clusters
  Score: Raw -820010.531629 + Penalty 2946.302381 = -817064.229249
  nChanged 18
		SP:Iteration 43Q (20991.430000 sec): 3 clusters
  Score: Raw -820020.983547 + Penalty 2946.302381 = -817074.681166
  nChanged 10
		SP:Iteration 44Q (20991.590000 sec): 3 clusters
  Score: Raw -820026.562995 + Penalty 2946.302381 = -817080.260614
  nChanged 8
		SP:Iteration 45Q (20991.730000 sec): 3 clusters
  Score: Raw -820030.811219 + Penalty 2946.302381 = -817084.508839
  nChanged 11
		SP:Iteration 46Q (20991.890000 sec): 3 clusters
  Score: Raw -820036.522969 + Penalty 2946.302381 = -817090.220588
  nChanged 9
		SP:Iteration 47Q (20992.110000 sec): 3 clusters
  Score: Raw -820041.383380 + Penalty 2946.302381 = -817095.080999
  nChanged 6
		SP:Iteration 48Q (20992.300000 sec): 3 clusters
  Score: Raw -820044.650815 + Penalty 2946.302381 = -817098.348434
  nChanged 6
		SP:Iteration 49Q (20992.540000 sec): 3 clusters
  Score: Raw -820048.073196 + Penalty 2946.302381 = -817101.770815
  nChanged 9
		SP:Iteration 50Q (20992.690000 sec): 3 clusters
  Score: Raw -820051.851714 + Penalty 2946.302381 = -817105.549334
  nChanged 5
		SP:Iteration 51Q (20992.870000 sec): 3 clusters
  Score: Raw -820053.609130 + Penalty 2946.302381 = -817107.306750
  nChanged 1
		SP:Iteration 52Q (20993.040000 sec): 3 clusters
  Score: Raw -820053.811455 + Penalty 2946.302381 = -817107.509074
  nChanged 1
		SP:Iteration 53Q (20993.220000 sec): 3 clusters
  Score: Raw -820054.062032 + Penalty 2946.302381 = -817107.759651
  nChanged 1
		SP:Iteration 54Q (20993.390000 sec): 3 clusters
  Score: Raw -820054.910309 + Penalty 2946.302381 = -817108.607928
  nChanged 1
		SP:Iteration 55Q (20993.560000 sec): 3 clusters
  Score: Raw -820055.306904 + Penalty 2946.302381 = -817109.004524
  nChanged 2
		SP:Iteration 56Q (20993.810000 sec): 3 clusters
  Score: Raw -820056.665904 + Penalty 2946.302381 = -817110.363523
  nChanged 3
		SP:Iteration 57Q (20993.970000 sec): 3 clusters
  Score: Raw -820058.274448 + Penalty 2946.302381 = -817111.972067
  nChanged 0
		SP:Iteration 58F (20994.170000 sec): 3 clusters
  Score: Raw -820058.274448 + Penalty 2946.302381 = -817111.972067
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (3746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20994.290000 sec): 2 clusters
  Score: Raw -253182.200067 + Penalty 1337.122131 = -251845.077936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20994.480000 sec): 3 clusters
  Score: Raw -251427.885179 + Penalty 2674.244262 = -248753.640917
  nChanged 1501
		SP:Iteration 1F (20994.650000 sec): 3 clusters
  Score: Raw -252668.661297 + Penalty 2674.244262 = -249994.417035
  nChanged 388
		SP:Iteration 2F (20994.820000 sec): 3 clusters
  Score: Raw -253007.796586 + Penalty 2674.244262 = -250333.552324
  nChanged 268
		SP:Iteration 3F (20995.000000 sec): 3 clusters
  Score: Raw -253231.846538 + Penalty 2674.244262 = -250557.602276
  nChanged 185
		SP:Iteration 4Q (20995.200000 sec): 3 clusters
  Score: Raw -253371.235064 + Penalty 2674.244262 = -250696.990802
  nChanged 149
		SP:Iteration 5Q (20995.390000 sec): 3 clusters
  Score: Raw -253478.210870 + Penalty 2674.244262 = -250803.966608
  nChanged 111
		SP:Iteration 6Q (20995.550000 sec): 3 clusters
  Score: Raw -253548.810135 + Penalty 2674.244262 = -250874.565873
  nChanged 86
		SP:Iteration 7Q (20995.690000 sec): 3 clusters
  Score: Raw -253595.708333 + Penalty 2674.244262 = -250921.464071
  nChanged 68
		SP:Iteration 8Q (20995.890000 sec): 3 clusters
  Score: Raw -253631.387310 + Penalty 2674.244262 = -250957.143048
  nChanged 63
		SP:Iteration 9Q (20996.060000 sec): 3 clusters
  Score: Raw -253659.565819 + Penalty 2674.244262 = -250985.321557
  nChanged 50
		SP:Iteration 10Q (20996.200000 sec): 3 clusters
  Score: Raw -253681.839091 + Penalty 2674.244262 = -251007.594829
  nChanged 43
		SP:Iteration 11Q (20996.350000 sec): 3 clusters
  Score: Raw -253700.529334 + Penalty 2674.244262 = -251026.285072
  nChanged 32
		SP:Iteration 12Q (20996.500000 sec): 3 clusters
  Score: Raw -253715.008318 + Penalty 2674.244262 = -251040.764056
  nChanged 31
		SP:Iteration 13Q (20996.670000 sec): 3 clusters
  Score: Raw -253725.419888 + Penalty 2674.244262 = -251051.175626
  nChanged 23
		SP:Iteration 14Q (20996.810000 sec): 3 clusters
  Score: Raw -253733.051671 + Penalty 2674.244262 = -251058.807409
  nChanged 22
		SP:Iteration 15Q (20996.990000 sec): 3 clusters
  Score: Raw -253740.246337 + Penalty 2674.244262 = -251066.002075
  nChanged 23
		SP:Iteration 16Q (20997.120000 sec): 3 clusters
  Score: Raw -253748.215798 + Penalty 2674.244262 = -251073.971536
  nChanged 17
		SP:Iteration 17Q (20997.260000 sec): 3 clusters
  Score: Raw -253754.809165 + Penalty 2674.244262 = -251080.564903
  nChanged 24
		SP:Iteration 18Q (20997.400000 sec): 3 clusters
  Score: Raw -253763.788517 + Penalty 2674.244262 = -251089.544255
  nChanged 19
		SP:Iteration 19Q (20997.550000 sec): 3 clusters
  Score: Raw -253769.561549 + Penalty 2674.244262 = -251095.317287
  nChanged 17
		SP:Iteration 20F (20997.730000 sec): 3 clusters
  Score: Raw -253778.354734 + Penalty 2674.244262 = -251104.110472
  nChanged 16
		SP:Iteration 21Q (20997.850000 sec): 3 clusters
  Score: Raw -253786.016969 + Penalty 2674.244262 = -251111.772707
  nChanged 19
		SP:Iteration 22Q (20998.000000 sec): 3 clusters
  Score: Raw -253793.362937 + Penalty 2674.244262 = -251119.118675
  nChanged 18
		SP:Iteration 23Q (20998.170000 sec): 3 clusters
  Score: Raw -253800.611208 + Penalty 2674.244262 = -251126.366946
  nChanged 15
		SP:Iteration 24Q (20998.300000 sec): 3 clusters
  Score: Raw -253807.268049 + Penalty 2674.244262 = -251133.023787
  nChanged 19
		SP:Iteration 25Q (20998.480000 sec): 3 clusters
  Score: Raw -253815.497506 + Penalty 2674.244262 = -251141.253244
  nChanged 17
		SP:Iteration 26Q (20998.610000 sec): 3 clusters
  Score: Raw -253822.571778 + Penalty 2674.244262 = -251148.327516
  nChanged 20
		SP:Iteration 27Q (20998.760000 sec): 3 clusters
  Score: Raw -253831.538507 + Penalty 2674.244262 = -251157.294245
  nChanged 13
		SP:Iteration 28Q (20998.910000 sec): 3 clusters
  Score: Raw -253837.210576 + Penalty 2674.244262 = -251162.966314
  nChanged 18
		SP:Iteration 29Q (20999.070000 sec): 3 clusters
  Score: Raw -253846.222841 + Penalty 2674.244262 = -251171.978579
  nChanged 22
		SP:Iteration 30Q (20999.260000 sec): 3 clusters
  Score: Raw -253855.013251 + Penalty 2674.244262 = -251180.768989
  nChanged 20
		SP:Iteration 31Q (20999.390000 sec): 3 clusters
  Score: Raw -253862.789732 + Penalty 2674.244262 = -251188.545470
  nChanged 13
		SP:Iteration 32Q (20999.540000 sec): 3 clusters
  Score: Raw -253866.294064 + Penalty 2674.244262 = -251192.049802
  nChanged 9
		SP:Iteration 33Q (20999.690000 sec): 3 clusters
  Score: Raw -253870.156246 + Penalty 2674.244262 = -251195.911984
  nChanged 12
		SP:Iteration 34Q (20999.830000 sec): 3 clusters
  Score: Raw -253875.846817 + Penalty 2674.244262 = -251201.602555
  nChanged 8
		SP:Iteration 35Q (20999.970000 sec): 3 clusters
  Score: Raw -253877.851590 + Penalty 2674.244262 = -251203.607328
  nChanged 5
		SP:Iteration 36Q (21000.110000 sec): 3 clusters
  Score: Raw -253879.379154 + Penalty 2674.244262 = -251205.134892
  nChanged 11
		SP:Iteration 37Q (21000.260000 sec): 3 clusters
  Score: Raw -253882.317529 + Penalty 2674.244262 = -251208.073267
  nChanged 8
		SP:Iteration 38Q (21000.390000 sec): 3 clusters
  Score: Raw -253884.818232 + Penalty 2674.244262 = -251210.573970
  nChanged 5
		SP:Iteration 39Q (21000.530000 sec): 3 clusters
  Score: Raw -253886.437567 + Penalty 2674.244262 = -251212.193305
  nChanged 8
		SP:Iteration 40F (21000.670000 sec): 3 clusters
  Score: Raw -253889.085771 + Penalty 2674.244262 = -251214.841509
  nChanged 3
		SP:Iteration 41Q (21000.810000 sec): 3 clusters
  Score: Raw -253889.687211 + Penalty 2674.244262 = -251215.442949
  nChanged 0
		SP:Iteration 42F (21000.960000 sec): 3 clusters
  Score: Raw -253889.687211 + Penalty 2674.244262 = -251215.442949
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21001.050000 sec): 2 clusters
  Score: Raw -333792.377438 + Penalty 1342.833445 = -332449.543992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21001.230000 sec): 3 clusters
  Score: Raw -331887.846371 + Penalty 2685.666891 = -329202.179481
  nChanged 1515
		SP:Iteration 1F (21001.340000 sec): 3 clusters
  Score: Raw -332833.676777 + Penalty 2685.666891 = -330148.009886
  nChanged 378
		SP:Iteration 2F (21001.420000 sec): 3 clusters
  Score: Raw -333140.935432 + Penalty 2685.666891 = -330455.268541
  nChanged 295
		SP:Iteration 3F (21001.610000 sec): 3 clusters
  Score: Raw -333424.741942 + Penalty 2685.666891 = -330739.075051
  nChanged 276
		SP:Iteration 4F (21001.780000 sec): 3 clusters
  Score: Raw -333700.612637 + Penalty 2685.666891 = -331014.945746
  nChanged 243
		SP:Iteration 5F (21001.970000 sec): 3 clusters
  Score: Raw -333938.135102 + Penalty 2685.666891 = -331252.468211
  nChanged 211
		SP:Iteration 6F (21002.110000 sec): 3 clusters
  Score: Raw -334124.400580 + Penalty 2685.666891 = -331438.733689
  nChanged 163
		SP:Iteration 7Q (21002.260000 sec): 3 clusters
  Score: Raw -334241.241505 + Penalty 2685.666891 = -331555.574614
  nChanged 101
		SP:Iteration 8Q (21002.410000 sec): 3 clusters
  Score: Raw -334287.158432 + Penalty 2685.666891 = -331601.491541
  nChanged 63
		SP:Iteration 9Q (21002.560000 sec): 3 clusters
  Score: Raw -334314.520984 + Penalty 2685.666891 = -331628.854093
  nChanged 34
		SP:Iteration 10Q (21002.720000 sec): 3 clusters
  Score: Raw -334326.543427 + Penalty 2685.666891 = -331640.876536
  nChanged 24
		SP:Iteration 11Q (21002.870000 sec): 3 clusters
  Score: Raw -334333.529034 + Penalty 2685.666891 = -331647.862143
  nChanged 16
		SP:Iteration 12Q (21003.020000 sec): 3 clusters
  Score: Raw -334338.212539 + Penalty 2685.666891 = -331652.545649
  nChanged 15
		SP:Iteration 13Q (21003.160000 sec): 3 clusters
  Score: Raw -334342.399849 + Penalty 2685.666891 = -331656.732958
  nChanged 7
		SP:Iteration 14Q (21003.310000 sec): 3 clusters
  Score: Raw -334344.531134 + Penalty 2685.666891 = -331658.864244
  nChanged 6
		SP:Iteration 15Q (21003.510000 sec): 3 clusters
  Score: Raw -334346.828631 + Penalty 2685.666891 = -331661.161740
  nChanged 8
		SP:Iteration 16Q (21003.630000 sec): 3 clusters
  Score: Raw -334348.917533 + Penalty 2685.666891 = -331663.250642
  nChanged 8
		SP:Iteration 17Q (21003.770000 sec): 3 clusters
  Score: Raw -334351.004491 + Penalty 2685.666891 = -331665.337600
  nChanged 9
		SP:Iteration 18Q (21003.970000 sec): 3 clusters
  Score: Raw -334352.886979 + Penalty 2685.666891 = -331667.220088
  nChanged 3
		SP:Iteration 19Q (21004.160000 sec): 3 clusters
  Score: Raw -334353.120352 + Penalty 2685.666891 = -331667.453461
  nChanged 0
		SP:Iteration 20F (21004.310000 sec): 3 clusters
  Score: Raw -334353.120352 + Penalty 2685.666891 = -331667.453461
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (16420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21004.510000 sec): 2 clusters
  Score: Raw -1385110.051933 + Penalty 1577.266500 = -1383532.785434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21004.780000 sec): 3 clusters
  Score: Raw -1375457.129970 + Penalty 3154.532999 = -1372302.596970
  nChanged 7354
		SP:Iteration 1F (21005.120000 sec): 3 clusters
  Score: Raw -1379751.406058 + Penalty 3154.532999 = -1376596.873058
  nChanged 1193
		SP:Iteration 2F (21005.410000 sec): 3 clusters
  Score: Raw -1380518.316307 + Penalty 3154.532999 = -1377363.783308
  nChanged 1217
		SP:Iteration 3F (21005.660000 sec): 3 clusters
  Score: Raw -1381356.318430 + Penalty 3154.532999 = -1378201.785431
  nChanged 1160
		SP:Iteration 4F (21005.940000 sec): 3 clusters
  Score: Raw -1382052.991871 + Penalty 3154.532999 = -1378898.458872
  nChanged 932
		SP:Iteration 5F (21006.180000 sec): 3 clusters
  Score: Raw -1382510.528685 + Penalty 3154.532999 = -1379355.995686
  nChanged 759
		SP:Iteration 6Q (21006.480000 sec): 3 clusters
  Score: Raw -1382838.659706 + Penalty 3154.532999 = -1379684.126706
  nChanged 598
		SP:Iteration 7Q (21006.770000 sec): 3 clusters
  Score: Raw -1383119.375419 + Penalty 3154.532999 = -1379964.842419
  nChanged 532
		SP:Iteration 8Q (21007.110000 sec): 3 clusters
  Score: Raw -1383378.900030 + Penalty 3154.532999 = -1380224.367031
  nChanged 484
		SP:Iteration 9Q (21007.410000 sec): 3 clusters
  Score: Raw -1383604.222567 + Penalty 3154.532999 = -1380449.689568
  nChanged 435
		SP:Iteration 10Q (21007.670000 sec): 3 clusters
  Score: Raw -1383787.911673 + Penalty 3154.532999 = -1380633.378673
  nChanged 397
		SP:Iteration 11Q (21007.950000 sec): 3 clusters
  Score: Raw -1383965.594302 + Penalty 3154.532999 = -1380811.061303
  nChanged 399
		SP:Iteration 12Q (21008.200000 sec): 3 clusters
  Score: Raw -1384132.550345 + Penalty 3154.532999 = -1380978.017346
  nChanged 338
		SP:Iteration 13Q (21008.510000 sec): 3 clusters
  Score: Raw -1384261.315177 + Penalty 3154.532999 = -1381106.782177
  nChanged 314
		SP:Iteration 14Q (21008.780000 sec): 3 clusters
  Score: Raw -1384376.088107 + Penalty 3154.532999 = -1381221.555107
  nChanged 276
		SP:Iteration 15Q (21009.040000 sec): 3 clusters
  Score: Raw -1384473.894695 + Penalty 3154.532999 = -1381319.361695
  nChanged 253
		SP:Iteration 16Q (21009.300000 sec): 3 clusters
  Score: Raw -1384552.520867 + Penalty 3154.532999 = -1381397.987867
  nChanged 248
		SP:Iteration 17Q (21009.600000 sec): 3 clusters
  Score: Raw -1384629.651957 + Penalty 3154.532999 = -1381475.118957
  nChanged 220
		SP:Iteration 18Q (21009.870000 sec): 3 clusters
  Score: Raw -1384700.666758 + Penalty 3154.532999 = -1381546.133758
  nChanged 211
		SP:Iteration 19Q (21010.170000 sec): 3 clusters
  Score: Raw -1384768.852379 + Penalty 3154.532999 = -1381614.319379
  nChanged 202
		SP:Iteration 20F (21010.430000 sec): 3 clusters
  Score: Raw -1384833.307773 + Penalty 3154.532999 = -1381678.774774
  nChanged 197
		SP:Iteration 21Q (21010.670000 sec): 3 clusters
  Score: Raw -1384900.623855 + Penalty 3154.532999 = -1381746.090856
  nChanged 181
		SP:Iteration 22Q (21010.930000 sec): 3 clusters
  Score: Raw -1384960.713256 + Penalty 3154.532999 = -1381806.180256
  nChanged 150
		SP:Iteration 23Q (21011.180000 sec): 3 clusters
  Score: Raw -1385011.987838 + Penalty 3154.532999 = -1381857.454839
  nChanged 144
		SP:Iteration 24Q (21011.440000 sec): 3 clusters
  Score: Raw -1385058.797005 + Penalty 3154.532999 = -1381904.264005
  nChanged 165
		SP:Iteration 25Q (21011.680000 sec): 3 clusters
  Score: Raw -1385116.010647 + Penalty 3154.532999 = -1381961.477647
  nChanged 150
		SP:Iteration 26Q (21011.990000 sec): 3 clusters
  Score: Raw -1385169.724201 + Penalty 3154.532999 = -1382015.191201
  nChanged 139
		SP:Iteration 27Q (21012.280000 sec): 3 clusters
  Score: Raw -1385218.686607 + Penalty 3154.532999 = -1382064.153608
  nChanged 131
		SP:Iteration 28Q (21012.520000 sec): 3 clusters
  Score: Raw -1385261.138928 + Penalty 3154.532999 = -1382106.605929
  nChanged 121
		SP:Iteration 29Q (21012.860000 sec): 3 clusters
  Score: Raw -1385306.045905 + Penalty 3154.532999 = -1382151.512906
  nChanged 114
		SP:Iteration 30Q (21013.190000 sec): 3 clusters
  Score: Raw -1385344.443087 + Penalty 3154.532999 = -1382189.910088
  nChanged 107
		SP:Iteration 31Q (21013.460000 sec): 3 clusters
  Score: Raw -1385383.219296 + Penalty 3154.532999 = -1382228.686296
  nChanged 119
		SP:Iteration 32Q (21013.810000 sec): 3 clusters
  Score: Raw -1385430.908776 + Penalty 3154.532999 = -1382276.375777
  nChanged 117
		SP:Iteration 33Q (21014.030000 sec): 3 clusters
  Score: Raw -1385476.554746 + Penalty 3154.532999 = -1382322.021747
  nChanged 102
		SP:Iteration 34Q (21014.270000 sec): 3 clusters
  Score: Raw -1385511.343196 + Penalty 3154.532999 = -1382356.810197
  nChanged 86
		SP:Iteration 35Q (21014.490000 sec): 3 clusters
  Score: Raw -1385544.351633 + Penalty 3154.532999 = -1382389.818633
  nChanged 72
		SP:Iteration 36Q (21014.740000 sec): 3 clusters
  Score: Raw -1385566.384385 + Penalty 3154.532999 = -1382411.851386
  nChanged 49
		SP:Iteration 37Q (21015.060000 sec): 3 clusters
  Score: Raw -1385576.768627 + Penalty 3154.532999 = -1382422.235628
  nChanged 41
		SP:Iteration 38Q (21015.360000 sec): 3 clusters
  Score: Raw -1385586.641386 + Penalty 3154.532999 = -1382432.108387
  nChanged 48
		SP:Iteration 39Q (21015.650000 sec): 3 clusters
  Score: Raw -1385600.821879 + Penalty 3154.532999 = -1382446.288879
  nChanged 45
		SP:Iteration 40F (21015.880000 sec): 3 clusters
  Score: Raw -1385618.392514 + Penalty 3154.532999 = -1382463.859515
  nChanged 53
		SP:Iteration 41Q (21016.110000 sec): 3 clusters
  Score: Raw -1385634.737348 + Penalty 3154.532999 = -1382480.204349
  nChanged 48
		SP:Iteration 42Q (21016.400000 sec): 3 clusters
  Score: Raw -1385651.618754 + Penalty 3154.532999 = -1382497.085755
  nChanged 51
		SP:Iteration 43Q (21016.640000 sec): 3 clusters
  Score: Raw -1385667.081334 + Penalty 3154.532999 = -1382512.548335
  nChanged 41
		SP:Iteration 44Q (21016.930000 sec): 3 clusters
  Score: Raw -1385677.722049 + Penalty 3154.532999 = -1382523.189049
  nChanged 31
		SP:Iteration 45Q (21017.200000 sec): 3 clusters
  Score: Raw -1385685.974628 + Penalty 3154.532999 = -1382531.441629
  nChanged 28
		SP:Iteration 46Q (21017.400000 sec): 3 clusters
  Score: Raw -1385693.063441 + Penalty 3154.532999 = -1382538.530441
  nChanged 27
		SP:Iteration 47Q (21017.690000 sec): 3 clusters
  Score: Raw -1385699.261134 + Penalty 3154.532999 = -1382544.728134
  nChanged 23
		SP:Iteration 48Q (21017.930000 sec): 3 clusters
  Score: Raw -1385705.864851 + Penalty 3154.532999 = -1382551.331851
  nChanged 26
		SP:Iteration 49Q (21018.270000 sec): 3 clusters
  Score: Raw -1385714.012848 + Penalty 3154.532999 = -1382559.479849
  nChanged 28
		SP:Iteration 50Q (21018.490000 sec): 3 clusters
  Score: Raw -1385724.782888 + Penalty 3154.532999 = -1382570.249888
  nChanged 28
		SP:Iteration 51Q (21018.750000 sec): 3 clusters
  Score: Raw -1385733.415277 + Penalty 3154.532999 = -1382578.882277
  nChanged 28
		SP:Iteration 52Q (21019.060000 sec): 3 clusters
  Score: Raw -1385743.693216 + Penalty 3154.532999 = -1382589.160216
  nChanged 32
		SP:Iteration 53Q (21019.320000 sec): 3 clusters
  Score: Raw -1385757.965583 + Penalty 3154.532999 = -1382603.432584
  nChanged 40
		SP:Iteration 54Q (21019.580000 sec): 3 clusters
  Score: Raw -1385776.050742 + Penalty 3154.532999 = -1382621.517742
  nChanged 28
		SP:Iteration 55Q (21019.830000 sec): 3 clusters
  Score: Raw -1385787.083053 + Penalty 3154.532999 = -1382632.550054
  nChanged 37
		SP:Iteration 56Q (21020.100000 sec): 3 clusters
  Score: Raw -1385802.524004 + Penalty 3154.532999 = -1382647.991005
  nChanged 39
		SP:Iteration 57Q (21020.380000 sec): 3 clusters
  Score: Raw -1385815.766850 + Penalty 3154.532999 = -1382661.233851
  nChanged 21
		SP:Iteration 58Q (21020.640000 sec): 3 clusters
  Score: Raw -1385822.011040 + Penalty 3154.532999 = -1382667.478041
  nChanged 13
		SP:Iteration 59Q (21020.950000 sec): 3 clusters
  Score: Raw -1385826.283345 + Penalty 3154.532999 = -1382671.750345
  nChanged 14
		SP:Iteration 60F (21021.230000 sec): 3 clusters
  Score: Raw -1385829.079785 + Penalty 3154.532999 = -1382674.546785
  nChanged 9
		SP:Iteration 61Q (21021.520000 sec): 3 clusters
  Score: Raw -1385832.121395 + Penalty 3154.532999 = -1382677.588396
  nChanged 8
		SP:Iteration 62Q (21021.850000 sec): 3 clusters
  Score: Raw -1385833.710221 + Penalty 3154.532999 = -1382679.177222
  nChanged 5
		SP:Iteration 63Q (21022.070000 sec): 3 clusters
  Score: Raw -1385834.690408 + Penalty 3154.532999 = -1382680.157409
  nChanged 4
		SP:Iteration 64Q (21022.320000 sec): 3 clusters
  Score: Raw -1385835.428510 + Penalty 3154.532999 = -1382680.895510
  nChanged 2
		SP:Iteration 65Q (21022.580000 sec): 3 clusters
  Score: Raw -1385835.828626 + Penalty 3154.532999 = -1382681.295626
  nChanged 2
		SP:Iteration 66Q (21022.770000 sec): 3 clusters
  Score: Raw -1385836.146558 + Penalty 3154.532999 = -1382681.613558
  nChanged 3
		SP:Iteration 67Q (21023.030000 sec): 3 clusters
  Score: Raw -1385836.607349 + Penalty 3154.532999 = -1382682.074349
  nChanged 1
		SP:Iteration 68Q (21023.290000 sec): 3 clusters
  Score: Raw -1385836.711223 + Penalty 3154.532999 = -1382682.178223
  nChanged 0
		SP:Iteration 69F (21023.610000 sec): 3 clusters
  Score: Raw -1385836.711223 + Penalty 3154.532999 = -1382682.178223
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21023.640000 sec): 2 clusters
  Score: Raw -60699.765740 + Penalty 1099.880147 = -59599.885593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21023.820000 sec): 3 clusters
  Score: Raw -60490.361122 + Penalty 2199.760294 = -58290.600828
  nChanged 278
		SP:Iteration 1F (21023.970000 sec): 3 clusters
  Score: Raw -60828.019523 + Penalty 2199.760294 = -58628.259229
  nChanged 75
		SP:Iteration 2F (21024.110000 sec): 3 clusters
  Score: Raw -60947.596051 + Penalty 2199.760294 = -58747.835757
  nChanged 42
		SP:Iteration 3Q (21024.270000 sec): 3 clusters
  Score: Raw -61036.067974 + Penalty 2199.760294 = -58836.307681
  nChanged 43
		SP:Iteration 4Q (21024.410000 sec): 3 clusters
  Score: Raw -61090.477825 + Penalty 2199.760294 = -58890.717531
  nChanged 20
		SP:Iteration 5Q (21024.560000 sec): 3 clusters
  Score: Raw -61117.908713 + Penalty 2199.760294 = -58918.148419
  nChanged 16
		SP:Iteration 6Q (21024.700000 sec): 3 clusters
  Score: Raw -61146.393664 + Penalty 2199.760294 = -58946.633370
  nChanged 14
		SP:Iteration 7Q (21024.840000 sec): 3 clusters
  Score: Raw -61171.703337 + Penalty 2199.760294 = -58971.943043
  nChanged 10
		SP:Iteration 8Q (21024.970000 sec): 3 clusters
  Score: Raw -61193.783048 + Penalty 2199.760294 = -58994.022754
  nChanged 12
		SP:Iteration 9Q (21025.110000 sec): 3 clusters
  Score: Raw -61231.472374 + Penalty 2199.760294 = -59031.712080
  nChanged 14
		SP:Iteration 10Q (21025.260000 sec): 3 clusters
  Score: Raw -61267.641440 + Penalty 2199.760294 = -59067.881147
  nChanged 20
		SP:Iteration 11Q (21025.410000 sec): 3 clusters
  Score: Raw -61312.160919 + Penalty 2199.760294 = -59112.400625
  nChanged 15
		SP:Iteration 12Q (21025.550000 sec): 3 clusters
  Score: Raw -61359.081625 + Penalty 2199.760294 = -59159.321331
  nChanged 19
		SP:Iteration 13Q (21025.710000 sec): 3 clusters
  Score: Raw -61387.063795 + Penalty 2199.760294 = -59187.303501
  nChanged 8
		SP:Iteration 14Q (21025.890000 sec): 3 clusters
  Score: Raw -61397.548766 + Penalty 2199.760294 = -59197.788472
  nChanged 5
		SP:Iteration 15Q (21026.000000 sec): 3 clusters
  Score: Raw -61403.280065 + Penalty 2199.760294 = -59203.519772
  nChanged 3
		SP:Iteration 16Q (21026.180000 sec): 3 clusters
  Score: Raw -61406.545655 + Penalty 2199.760294 = -59206.785361
  nChanged 2
		SP:Iteration 17Q (21026.320000 sec): 3 clusters
  Score: Raw -61417.531335 + Penalty 2199.760294 = -59217.771041
  nChanged 1
		SP:Iteration 18Q (21026.460000 sec): 3 clusters
  Score: Raw -61418.802419 + Penalty 2199.760294 = -59219.042125
  nChanged 0
		SP:Iteration 19F (21026.590000 sec): 3 clusters
  Score: Raw -61418.802419 + Penalty 2199.760294 = -59219.042125
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (2533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21026.670000 sec): 2 clusters
  Score: Raw -209659.804821 + Penalty 1273.538443 = -208386.266378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21026.810000 sec): 3 clusters
  Score: Raw -208511.649861 + Penalty 2547.076886 = -205964.572974
  nChanged 938
		SP:Iteration 1F (21026.970000 sec): 3 clusters
  Score: Raw -209108.276499 + Penalty 2547.076886 = -206561.199613
  nChanged 193
		SP:Iteration 2F (21027.110000 sec): 3 clusters
  Score: Raw -209249.840350 + Penalty 2547.076886 = -206702.763464
  nChanged 136
		SP:Iteration 3F (21027.250000 sec): 3 clusters
  Score: Raw -209346.022087 + Penalty 2547.076886 = -206798.945201
  nChanged 106
		SP:Iteration 4Q (21027.390000 sec): 3 clusters
  Score: Raw -209417.926485 + Penalty 2547.076886 = -206870.849599
  nChanged 80
		SP:Iteration 5Q (21027.530000 sec): 3 clusters
  Score: Raw -209472.391810 + Penalty 2547.076886 = -206925.314924
  nChanged 67
		SP:Iteration 6Q (21027.670000 sec): 3 clusters
  Score: Raw -209520.034708 + Penalty 2547.076886 = -206972.957822
  nChanged 58
		SP:Iteration 7Q (21027.810000 sec): 3 clusters
  Score: Raw -209565.590579 + Penalty 2547.076886 = -207018.513693
  nChanged 58
		SP:Iteration 8Q (21027.950000 sec): 3 clusters
  Score: Raw -209614.603583 + Penalty 2547.076886 = -207067.526696
  nChanged 68
		SP:Iteration 9Q (21028.090000 sec): 3 clusters
  Score: Raw -209663.123596 + Penalty 2547.076886 = -207116.046710
  nChanged 52
		SP:Iteration 10Q (21028.250000 sec): 3 clusters
  Score: Raw -209706.984413 + Penalty 2547.076886 = -207159.907527
  nChanged 62
		SP:Iteration 11Q (21028.390000 sec): 3 clusters
  Score: Raw -209744.947396 + Penalty 2547.076886 = -207197.870510
  nChanged 50
		SP:Iteration 12Q (21028.560000 sec): 3 clusters
  Score: Raw -209777.305423 + Penalty 2547.076886 = -207230.228537
  nChanged 32
		SP:Iteration 13Q (21028.700000 sec): 3 clusters
  Score: Raw -209796.333967 + Penalty 2547.076886 = -207249.257081
  nChanged 23
		SP:Iteration 14Q (21028.850000 sec): 3 clusters
  Score: Raw -209809.332375 + Penalty 2547.076886 = -207262.255489
  nChanged 22
		SP:Iteration 15Q (21029.000000 sec): 3 clusters
  Score: Raw -209825.127037 + Penalty 2547.076886 = -207278.050151
  nChanged 30
		SP:Iteration 16Q (21029.150000 sec): 3 clusters
  Score: Raw -209846.078802 + Penalty 2547.076886 = -207299.001916
  nChanged 25
		SP:Iteration 17Q (21029.290000 sec): 3 clusters
  Score: Raw -209856.155737 + Penalty 2547.076886 = -207309.078851
  nChanged 20
		SP:Iteration 18Q (21029.420000 sec): 3 clusters
  Score: Raw -209863.786447 + Penalty 2547.076886 = -207316.709561
  nChanged 13
		SP:Iteration 19Q (21029.590000 sec): 3 clusters
  Score: Raw -209869.655195 + Penalty 2547.076886 = -207322.578308
  nChanged 14
		SP:Iteration 20F (21029.770000 sec): 3 clusters
  Score: Raw -209875.614590 + Penalty 2547.076886 = -207328.537704
  nChanged 12
		SP:Iteration 21Q (21029.920000 sec): 3 clusters
  Score: Raw -209882.037302 + Penalty 2547.076886 = -207334.960416
  nChanged 13
		SP:Iteration 22Q (21030.100000 sec): 3 clusters
  Score: Raw -209887.113235 + Penalty 2547.076886 = -207340.036349
  nChanged 8
		SP:Iteration 23Q (21030.240000 sec): 3 clusters
  Score: Raw -209889.509314 + Penalty 2547.076886 = -207342.432428
  nChanged 7
		SP:Iteration 24Q (21030.400000 sec): 3 clusters
  Score: Raw -209891.979482 + Penalty 2547.076886 = -207344.902596
  nChanged 9
		SP:Iteration 25Q (21030.540000 sec): 3 clusters
  Score: Raw -209895.916277 + Penalty 2547.076886 = -207348.839391
  nChanged 5
		SP:Iteration 26Q (21030.680000 sec): 3 clusters
  Score: Raw -209897.858518 + Penalty 2547.076886 = -207350.781632
  nChanged 3
		SP:Iteration 27Q (21030.820000 sec): 3 clusters
  Score: Raw -209898.848787 + Penalty 2547.076886 = -207351.771900
  nChanged 4
		SP:Iteration 28Q (21030.960000 sec): 3 clusters
  Score: Raw -209899.758468 + Penalty 2547.076886 = -207352.681582
  nChanged 3
		SP:Iteration 29Q (21031.110000 sec): 3 clusters
  Score: Raw -209900.075179 + Penalty 2547.076886 = -207352.998293
  nChanged 2
		SP:Iteration 30Q (21031.260000 sec): 3 clusters
  Score: Raw -209900.696374 + Penalty 2547.076886 = -207353.619488
  nChanged 1
		SP:Iteration 31Q (21031.400000 sec): 3 clusters
  Score: Raw -209900.860852 + Penalty 2547.076886 = -207353.783966
  nChanged 1
		SP:Iteration 32Q (21031.550000 sec): 3 clusters
  Score: Raw -209900.989751 + Penalty 2547.076886 = -207353.912865
  nChanged 0
		SP:Iteration 33F (21031.710000 sec): 3 clusters
  Score: Raw -209900.989751 + Penalty 2547.076886 = -207353.912865
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (6663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21031.810000 sec): 2 clusters
  Score: Raw -543702.339576 + Penalty 1430.702831 = -542271.636746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21032.000000 sec): 3 clusters
  Score: Raw -540149.592254 + Penalty 2861.405662 = -537288.186593
  nChanged 2767
		SP:Iteration 1F (21032.170000 sec): 3 clusters
  Score: Raw -541835.737761 + Penalty 2861.405662 = -538974.332100
  nChanged 529
		SP:Iteration 2F (21032.360000 sec): 3 clusters
  Score: Raw -542212.838810 + Penalty 2861.405662 = -539351.433149
  nChanged 478
		SP:Iteration 3F (21032.600000 sec): 3 clusters
  Score: Raw -542590.063094 + Penalty 2861.405662 = -539728.657433
  nChanged 442
		SP:Iteration 4F (21032.800000 sec): 3 clusters
  Score: Raw -542939.946214 + Penalty 2861.405662 = -540078.540552
  nChanged 410
		SP:Iteration 5F (21033.020000 sec): 3 clusters
  Score: Raw -543232.949829 + Penalty 2861.405662 = -540371.544168
  nChanged 321
		SP:Iteration 6Q (21033.190000 sec): 3 clusters
  Score: Raw -543460.384298 + Penalty 2861.405662 = -540598.978637
  nChanged 284
		SP:Iteration 7Q (21033.370000 sec): 3 clusters
  Score: Raw -543646.601794 + Penalty 2861.405662 = -540785.196132
  nChanged 233
		SP:Iteration 8Q (21033.590000 sec): 3 clusters
  Score: Raw -543794.512844 + Penalty 2861.405662 = -540933.107182
  nChanged 193
		SP:Iteration 9Q (21033.760000 sec): 3 clusters
  Score: Raw -543924.677905 + Penalty 2861.405662 = -541063.272243
  nChanged 189
		SP:Iteration 10Q (21033.970000 sec): 3 clusters
  Score: Raw -544050.924374 + Penalty 2861.405662 = -541189.518712
  nChanged 186
		SP:Iteration 11Q (21034.140000 sec): 3 clusters
  Score: Raw -544148.876719 + Penalty 2861.405662 = -541287.471057
  nChanged 130
		SP:Iteration 12Q (21034.350000 sec): 3 clusters
  Score: Raw -544221.221782 + Penalty 2861.405662 = -541359.816121
  nChanged 136
		SP:Iteration 13Q (21034.540000 sec): 3 clusters
  Score: Raw -544289.099446 + Penalty 2861.405662 = -541427.693784
  nChanged 111
		SP:Iteration 14Q (21034.710000 sec): 3 clusters
  Score: Raw -544331.675308 + Penalty 2861.405662 = -541470.269647
  nChanged 89
		SP:Iteration 15Q (21034.880000 sec): 3 clusters
  Score: Raw -544362.124126 + Penalty 2861.405662 = -541500.718465
  nChanged 59
		SP:Iteration 16Q (21035.050000 sec): 3 clusters
  Score: Raw -544379.033066 + Penalty 2861.405662 = -541517.627405
  nChanged 45
		SP:Iteration 17Q (21035.220000 sec): 3 clusters
  Score: Raw -544390.363164 + Penalty 2861.405662 = -541528.957503
  nChanged 26
		SP:Iteration 18Q (21035.400000 sec): 3 clusters
  Score: Raw -544398.257369 + Penalty 2861.405662 = -541536.851707
  nChanged 32
		SP:Iteration 19Q (21035.590000 sec): 3 clusters
  Score: Raw -544407.119021 + Penalty 2861.405662 = -541545.713359
  nChanged 34
		SP:Iteration 20F (21035.780000 sec): 3 clusters
  Score: Raw -544418.389393 + Penalty 2861.405662 = -541556.983731
  nChanged 41
		SP:Iteration 21Q (21035.980000 sec): 3 clusters
  Score: Raw -544430.208004 + Penalty 2861.405662 = -541568.802343
  nChanged 35
		SP:Iteration 22Q (21036.140000 sec): 3 clusters
  Score: Raw -544439.206076 + Penalty 2861.405662 = -541577.800414
  nChanged 26
		SP:Iteration 23Q (21036.400000 sec): 3 clusters
  Score: Raw -544446.911864 + Penalty 2861.405662 = -541585.506202
  nChanged 19
		SP:Iteration 24Q (21036.570000 sec): 3 clusters
  Score: Raw -544451.949077 + Penalty 2861.405662 = -541590.543416
  nChanged 19
		SP:Iteration 25Q (21036.740000 sec): 3 clusters
  Score: Raw -544456.708412 + Penalty 2861.405662 = -541595.302750
  nChanged 11
		SP:Iteration 26Q (21036.940000 sec): 3 clusters
  Score: Raw -544459.108663 + Penalty 2861.405662 = -541597.703002
  nChanged 15
		SP:Iteration 27Q (21037.120000 sec): 3 clusters
  Score: Raw -544462.046110 + Penalty 2861.405662 = -541600.640449
  nChanged 9
		SP:Iteration 28Q (21037.290000 sec): 3 clusters
  Score: Raw -544464.076850 + Penalty 2861.405662 = -541602.671189
  nChanged 7
		SP:Iteration 29Q (21037.470000 sec): 3 clusters
  Score: Raw -544465.788744 + Penalty 2861.405662 = -541604.383082
  nChanged 4
		SP:Iteration 30Q (21037.650000 sec): 3 clusters
  Score: Raw -544466.103294 + Penalty 2861.405662 = -541604.697632
  nChanged 0
		SP:Iteration 31F (21037.830000 sec): 3 clusters
  Score: Raw -544466.103294 + Penalty 2861.405662 = -541604.697632
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (7696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21037.950000 sec): 2 clusters
  Score: Raw -691942.748844 + Penalty 1454.124099 = -690488.624745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21038.100000 sec): 3 clusters
  Score: Raw -687766.010113 + Penalty 2908.248198 = -684857.761916
  nChanged 3261
		SP:Iteration 1F (21038.320000 sec): 3 clusters
  Score: Raw -689807.716397 + Penalty 2908.248198 = -686899.468200
  nChanged 667
		SP:Iteration 2F (21038.580000 sec): 3 clusters
  Score: Raw -690320.773060 + Penalty 2908.248198 = -687412.524863
  nChanged 598
		SP:Iteration 3F (21038.770000 sec): 3 clusters
  Score: Raw -690793.397817 + Penalty 2908.248198 = -687885.149619
  nChanged 507
		SP:Iteration 4F (21038.930000 sec): 3 clusters
  Score: Raw -691204.855779 + Penalty 2908.248198 = -688296.607582
  nChanged 433
		SP:Iteration 5F (21039.090000 sec): 3 clusters
  Score: Raw -691508.980508 + Penalty 2908.248198 = -688600.732311
  nChanged 351
		SP:Iteration 6Q (21039.270000 sec): 3 clusters
  Score: Raw -691724.081407 + Penalty 2908.248198 = -688815.833210
  nChanged 291
		SP:Iteration 7Q (21039.420000 sec): 3 clusters
  Score: Raw -691888.709885 + Penalty 2908.248198 = -688980.461688
  nChanged 232
		SP:Iteration 8Q (21039.620000 sec): 3 clusters
  Score: Raw -692014.730676 + Penalty 2908.248198 = -689106.482479
  nChanged 189
		SP:Iteration 9Q (21039.810000 sec): 3 clusters
  Score: Raw -692111.365992 + Penalty 2908.248198 = -689203.117795
  nChanged 178
		SP:Iteration 10Q (21040.050000 sec): 3 clusters
  Score: Raw -692189.781402 + Penalty 2908.248198 = -689281.533205
  nChanged 129
		SP:Iteration 11Q (21040.200000 sec): 3 clusters
  Score: Raw -692231.156705 + Penalty 2908.248198 = -689322.908508
  nChanged 117
		SP:Iteration 12Q (21040.380000 sec): 3 clusters
  Score: Raw -692262.289536 + Penalty 2908.248198 = -689354.041339
  nChanged 76
		SP:Iteration 13Q (21040.560000 sec): 3 clusters
  Score: Raw -692282.064356 + Penalty 2908.248198 = -689373.816159
  nChanged 64
		SP:Iteration 14Q (21040.760000 sec): 3 clusters
  Score: Raw -692301.493888 + Penalty 2908.248198 = -689393.245691
  nChanged 59
		SP:Iteration 15Q (21040.960000 sec): 3 clusters
  Score: Raw -692320.139750 + Penalty 2908.248198 = -689411.891552
  nChanged 59
		SP:Iteration 16Q (21041.160000 sec): 3 clusters
  Score: Raw -692334.251221 + Penalty 2908.248198 = -689426.003023
  nChanged 39
		SP:Iteration 17Q (21041.350000 sec): 3 clusters
  Score: Raw -692342.893006 + Penalty 2908.248198 = -689434.644809
  nChanged 38
		SP:Iteration 18Q (21041.560000 sec): 3 clusters
  Score: Raw -692352.047089 + Penalty 2908.248198 = -689443.798892
  nChanged 37
		SP:Iteration 19Q (21041.810000 sec): 3 clusters
  Score: Raw -692359.245236 + Penalty 2908.248198 = -689450.997038
  nChanged 28
		SP:Iteration 20F (21041.960000 sec): 3 clusters
  Score: Raw -692364.932279 + Penalty 2908.248198 = -689456.684082
  nChanged 19
		SP:Iteration 21Q (21042.210000 sec): 3 clusters
  Score: Raw -692368.075953 + Penalty 2908.248198 = -689459.827755
  nChanged 20
		SP:Iteration 22Q (21042.340000 sec): 3 clusters
  Score: Raw -692372.394706 + Penalty 2908.248198 = -689464.146509
  nChanged 26
		SP:Iteration 23Q (21042.590000 sec): 3 clusters
  Score: Raw -692378.260495 + Penalty 2908.248198 = -689470.012298
  nChanged 21
		SP:Iteration 24Q (21042.770000 sec): 3 clusters
  Score: Raw -692383.956314 + Penalty 2908.248198 = -689475.708116
  nChanged 34
		SP:Iteration 25Q (21043.010000 sec): 3 clusters
  Score: Raw -692390.301518 + Penalty 2908.248198 = -689482.053321
  nChanged 26
		SP:Iteration 26Q (21043.170000 sec): 3 clusters
  Score: Raw -692395.060428 + Penalty 2908.248198 = -689486.812230
  nChanged 18
		SP:Iteration 27Q (21043.330000 sec): 3 clusters
  Score: Raw -692397.780801 + Penalty 2908.248198 = -689489.532604
  nChanged 11
		SP:Iteration 28Q (21043.540000 sec): 3 clusters
  Score: Raw -692399.306357 + Penalty 2908.248198 = -689491.058159
  nChanged 9
		SP:Iteration 29Q (21043.810000 sec): 3 clusters
  Score: Raw -692400.535053 + Penalty 2908.248198 = -689492.286855
  nChanged 10
		SP:Iteration 30Q (21043.970000 sec): 3 clusters
  Score: Raw -692401.837196 + Penalty 2908.248198 = -689493.588999
  nChanged 9
		SP:Iteration 31Q (21044.180000 sec): 3 clusters
  Score: Raw -692403.372103 + Penalty 2908.248198 = -689495.123906
  nChanged 8
		SP:Iteration 32Q (21044.400000 sec): 3 clusters
  Score: Raw -692404.745088 + Penalty 2908.248198 = -689496.496890
  nChanged 11
		SP:Iteration 33Q (21044.590000 sec): 3 clusters
  Score: Raw -692406.500329 + Penalty 2908.248198 = -689498.252132
  nChanged 12
		SP:Iteration 34Q (21044.840000 sec): 3 clusters
  Score: Raw -692408.838054 + Penalty 2908.248198 = -689500.589856
  nChanged 10
		SP:Iteration 35Q (21045.020000 sec): 3 clusters
  Score: Raw -692411.006912 + Penalty 2908.248198 = -689502.758715
  nChanged 11
		SP:Iteration 36Q (21045.200000 sec): 3 clusters
  Score: Raw -692412.745007 + Penalty 2908.248198 = -689504.496810
  nChanged 10
		SP:Iteration 37Q (21045.420000 sec): 3 clusters
  Score: Raw -692415.171749 + Penalty 2908.248198 = -689506.923551
  nChanged 16
		SP:Iteration 38Q (21045.590000 sec): 3 clusters
  Score: Raw -692417.937267 + Penalty 2908.248198 = -689509.689070
  nChanged 19
		SP:Iteration 39Q (21045.800000 sec): 3 clusters
  Score: Raw -692420.938297 + Penalty 2908.248198 = -689512.690099
  nChanged 18
		SP:Iteration 40F (21046.020000 sec): 3 clusters
  Score: Raw -692424.463778 + Penalty 2908.248198 = -689516.215580
  nChanged 18
		SP:Iteration 41Q (21046.190000 sec): 3 clusters
  Score: Raw -692427.929007 + Penalty 2908.248198 = -689519.680809
  nChanged 24
		SP:Iteration 42Q (21046.340000 sec): 3 clusters
  Score: Raw -692431.197943 + Penalty 2908.248198 = -689522.949746
  nChanged 15
		SP:Iteration 43Q (21046.570000 sec): 3 clusters
  Score: Raw -692433.674655 + Penalty 2908.248198 = -689525.426458
  nChanged 18
		SP:Iteration 44Q (21046.740000 sec): 3 clusters
  Score: Raw -692436.842846 + Penalty 2908.248198 = -689528.594649
  nChanged 22
		SP:Iteration 45Q (21046.930000 sec): 3 clusters
  Score: Raw -692439.626837 + Penalty 2908.248198 = -689531.378639
  nChanged 19
		SP:Iteration 46Q (21047.150000 sec): 3 clusters
  Score: Raw -692442.343314 + Penalty 2908.248198 = -689534.095117
  nChanged 12
		SP:Iteration 47Q (21047.330000 sec): 3 clusters
  Score: Raw -692443.740957 + Penalty 2908.248198 = -689535.492760
  nChanged 12
		SP:Iteration 48Q (21047.560000 sec): 3 clusters
  Score: Raw -692445.322789 + Penalty 2908.248198 = -689537.074592
  nChanged 8
		SP:Iteration 49Q (21047.740000 sec): 3 clusters
  Score: Raw -692446.457526 + Penalty 2908.248198 = -689538.209329
  nChanged 9
		SP:Iteration 50Q (21047.900000 sec): 3 clusters
  Score: Raw -692447.185460 + Penalty 2908.248198 = -689538.937263
  nChanged 7
		SP:Iteration 51Q (21048.070000 sec): 3 clusters
  Score: Raw -692447.700357 + Penalty 2908.248198 = -689539.452159
  nChanged 5
		SP:Iteration 52Q (21048.220000 sec): 3 clusters
  Score: Raw -692448.031896 + Penalty 2908.248198 = -689539.783699
  nChanged 4
		SP:Iteration 53Q (21048.400000 sec): 3 clusters
  Score: Raw -692448.664915 + Penalty 2908.248198 = -689540.416717
  nChanged 6
		SP:Iteration 54Q (21048.570000 sec): 3 clusters
  Score: Raw -692449.630405 + Penalty 2908.248198 = -689541.382207
  nChanged 8
		SP:Iteration 55Q (21048.730000 sec): 3 clusters
  Score: Raw -692450.438786 + Penalty 2908.248198 = -689542.190589
  nChanged 7
		SP:Iteration 56Q (21048.940000 sec): 3 clusters
  Score: Raw -692451.145029 + Penalty 2908.248198 = -689542.896832
  nChanged 4
		SP:Iteration 57Q (21049.110000 sec): 3 clusters
  Score: Raw -692451.321069 + Penalty 2908.248198 = -689543.072872
  nChanged 1
		SP:Iteration 58Q (21049.280000 sec): 3 clusters
  Score: Raw -692451.411097 + Penalty 2908.248198 = -689543.162900
  nChanged 2
		SP:Iteration 59Q (21049.520000 sec): 3 clusters
  Score: Raw -692451.587675 + Penalty 2908.248198 = -689543.339478
  nChanged 3
		SP:Iteration 60F (21049.680000 sec): 3 clusters
  Score: Raw -692451.913031 + Penalty 2908.248198 = -689543.664834
  nChanged 3
		SP:Iteration 61Q (21049.900000 sec): 3 clusters
  Score: Raw -692452.287017 + Penalty 2908.248198 = -689544.038820
  nChanged 1
		SP:Iteration 62Q (21050.040000 sec): 3 clusters
  Score: Raw -692452.663369 + Penalty 2908.248198 = -689544.415171
  nChanged 4
		SP:Iteration 63Q (21050.230000 sec): 3 clusters
  Score: Raw -692452.978520 + Penalty 2908.248198 = -689544.730322
  nChanged 4
		SP:Iteration 64Q (21050.430000 sec): 3 clusters
  Score: Raw -692453.722730 + Penalty 2908.248198 = -689545.474532
  nChanged 4
		SP:Iteration 65Q (21050.630000 sec): 3 clusters
  Score: Raw -692454.899960 + Penalty 2908.248198 = -689546.651762
  nChanged 8
		SP:Iteration 66Q (21050.830000 sec): 3 clusters
  Score: Raw -692456.750310 + Penalty 2908.248198 = -689548.502112
  nChanged 8
		SP:Iteration 67Q (21051.020000 sec): 3 clusters
  Score: Raw -692458.067280 + Penalty 2908.248198 = -689549.819082
  nChanged 8
		SP:Iteration 68Q (21051.190000 sec): 3 clusters
  Score: Raw -692458.816792 + Penalty 2908.248198 = -689550.568595
  nChanged 6
		SP:Iteration 69Q (21051.410000 sec): 3 clusters
  Score: Raw -692459.677593 + Penalty 2908.248198 = -689551.429396
  nChanged 4
		SP:Iteration 70Q (21051.620000 sec): 3 clusters
  Score: Raw -692460.223782 + Penalty 2908.248198 = -689551.975585
  nChanged 7
		SP:Iteration 71Q (21051.800000 sec): 3 clusters
  Score: Raw -692461.090967 + Penalty 2908.248198 = -689552.842769
  nChanged 9
		SP:Iteration 72Q (21051.980000 sec): 3 clusters
  Score: Raw -692462.089154 + Penalty 2908.248198 = -689553.840956
  nChanged 9
		SP:Iteration 73Q (21052.180000 sec): 3 clusters
  Score: Raw -692463.141485 + Penalty 2908.248198 = -689554.893287
  nChanged 3
		SP:Iteration 74Q (21052.350000 sec): 3 clusters
  Score: Raw -692463.600658 + Penalty 2908.248198 = -689555.352461
  nChanged 2
		SP:Iteration 75Q (21052.600000 sec): 3 clusters
  Score: Raw -692463.720469 + Penalty 2908.248198 = -689555.472272
  nChanged 2
		SP:Iteration 76Q (21052.720000 sec): 3 clusters
  Score: Raw -692463.810085 + Penalty 2908.248198 = -689555.561887
  nChanged 2
		SP:Iteration 77Q (21052.890000 sec): 3 clusters
  Score: Raw -692464.007527 + Penalty 2908.248198 = -689555.759330
  nChanged 1
		SP:Iteration 78Q (21053.130000 sec): 3 clusters
  Score: Raw -692464.132609 + Penalty 2908.248198 = -689555.884412
  nChanged 0
		SP:Iteration 79F (21053.320000 sec): 3 clusters
  Score: Raw -692464.132609 + Penalty 2908.248198 = -689555.884412
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (5484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21053.400000 sec): 2 clusters
  Score: Raw -465855.087232 + Penalty 1399.058382 = -464456.028850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21053.560000 sec): 3 clusters
  Score: Raw -463054.079811 + Penalty 2798.116763 = -460255.963048
  nChanged 2246
		SP:Iteration 1F (21053.740000 sec): 3 clusters
  Score: Raw -464784.663058 + Penalty 2798.116763 = -461986.546295
  nChanged 579
		SP:Iteration 2F (21053.870000 sec): 3 clusters
  Score: Raw -465393.765348 + Penalty 2798.116763 = -462595.648585
  nChanged 472
		SP:Iteration 3F (21054.000000 sec): 3 clusters
  Score: Raw -465810.516623 + Penalty 2798.116763 = -463012.399860
  nChanged 338
		SP:Iteration 4F (21054.130000 sec): 3 clusters
  Score: Raw -466031.792853 + Penalty 2798.116763 = -463233.676090
  nChanged 241
		SP:Iteration 5Q (21054.280000 sec): 3 clusters
  Score: Raw -466168.990423 + Penalty 2798.116763 = -463370.873660
  nChanged 195
		SP:Iteration 6Q (21054.480000 sec): 3 clusters
  Score: Raw -466256.523498 + Penalty 2798.116763 = -463458.406735
  nChanged 111
		SP:Iteration 7Q (21054.630000 sec): 3 clusters
  Score: Raw -466308.597949 + Penalty 2798.116763 = -463510.481186
  nChanged 113
		SP:Iteration 8Q (21054.830000 sec): 3 clusters
  Score: Raw -466353.016784 + Penalty 2798.116763 = -463554.900021
  nChanged 100
		SP:Iteration 9Q (21055.030000 sec): 3 clusters
  Score: Raw -466386.464907 + Penalty 2798.116763 = -463588.348144
  nChanged 73
		SP:Iteration 10Q (21055.230000 sec): 3 clusters
  Score: Raw -466409.354020 + Penalty 2798.116763 = -463611.237257
  nChanged 77
		SP:Iteration 11Q (21055.400000 sec): 3 clusters
  Score: Raw -466434.603255 + Penalty 2798.116763 = -463636.486491
  nChanged 73
		SP:Iteration 12Q (21055.570000 sec): 3 clusters
  Score: Raw -466461.911266 + Penalty 2798.116763 = -463663.794502
  nChanged 79
		SP:Iteration 13Q (21055.720000 sec): 3 clusters
  Score: Raw -466485.472439 + Penalty 2798.116763 = -463687.355676
  nChanged 58
		SP:Iteration 14Q (21055.880000 sec): 3 clusters
  Score: Raw -466502.595979 + Penalty 2798.116763 = -463704.479216
  nChanged 51
		SP:Iteration 15Q (21056.070000 sec): 3 clusters
  Score: Raw -466518.140060 + Penalty 2798.116763 = -463720.023296
  nChanged 50
		SP:Iteration 16Q (21056.210000 sec): 3 clusters
  Score: Raw -466533.706462 + Penalty 2798.116763 = -463735.589699
  nChanged 45
		SP:Iteration 17Q (21056.380000 sec): 3 clusters
  Score: Raw -466544.671231 + Penalty 2798.116763 = -463746.554468
  nChanged 34
		SP:Iteration 18Q (21056.520000 sec): 3 clusters
  Score: Raw -466553.344852 + Penalty 2798.116763 = -463755.228089
  nChanged 27
		SP:Iteration 19Q (21056.680000 sec): 3 clusters
  Score: Raw -466558.046056 + Penalty 2798.116763 = -463759.929293
  nChanged 16
		SP:Iteration 20F (21056.840000 sec): 3 clusters
  Score: Raw -466560.541733 + Penalty 2798.116763 = -463762.424970
  nChanged 17
		SP:Iteration 21Q (21057.030000 sec): 3 clusters
  Score: Raw -466563.246805 + Penalty 2798.116763 = -463765.130042
  nChanged 8
		SP:Iteration 22Q (21057.220000 sec): 3 clusters
  Score: Raw -466565.636611 + Penalty 2798.116763 = -463767.519848
  nChanged 16
		SP:Iteration 23Q (21057.400000 sec): 3 clusters
  Score: Raw -466567.727719 + Penalty 2798.116763 = -463769.610956
  nChanged 9
		SP:Iteration 24Q (21057.550000 sec): 3 clusters
  Score: Raw -466568.765889 + Penalty 2798.116763 = -463770.649126
  nChanged 9
		SP:Iteration 25Q (21057.700000 sec): 3 clusters
  Score: Raw -466570.956046 + Penalty 2798.116763 = -463772.839283
  nChanged 8
		SP:Iteration 26Q (21057.860000 sec): 3 clusters
  Score: Raw -466572.646908 + Penalty 2798.116763 = -463774.530145
  nChanged 6
		SP:Iteration 27Q (21058.040000 sec): 3 clusters
  Score: Raw -466574.236716 + Penalty 2798.116763 = -463776.119953
  nChanged 7
		SP:Iteration 28Q (21058.190000 sec): 3 clusters
  Score: Raw -466575.156614 + Penalty 2798.116763 = -463777.039851
  nChanged 4
		SP:Iteration 29Q (21058.400000 sec): 3 clusters
  Score: Raw -466575.723374 + Penalty 2798.116763 = -463777.606611
  nChanged 2
		SP:Iteration 30Q (21058.580000 sec): 3 clusters
  Score: Raw -466576.057805 + Penalty 2798.116763 = -463777.941042
  nChanged 2
		SP:Iteration 31Q (21058.740000 sec): 3 clusters
  Score: Raw -466576.575999 + Penalty 2798.116763 = -463778.459235
  nChanged 5
		SP:Iteration 32Q (21058.940000 sec): 3 clusters
  Score: Raw -466577.672965 + Penalty 2798.116763 = -463779.556202
  nChanged 4
		SP:Iteration 33Q (21059.080000 sec): 3 clusters
  Score: Raw -466578.376994 + Penalty 2798.116763 = -463780.260231
  nChanged 2
		SP:Iteration 34Q (21059.230000 sec): 3 clusters
  Score: Raw -466579.024765 + Penalty 2798.116763 = -463780.908002
  nChanged 4
		SP:Iteration 35Q (21059.390000 sec): 3 clusters
  Score: Raw -466579.772831 + Penalty 2798.116763 = -463781.656068
  nChanged 5
		SP:Iteration 36Q (21059.520000 sec): 3 clusters
  Score: Raw -466580.241210 + Penalty 2798.116763 = -463782.124447
  nChanged 4
		SP:Iteration 37Q (21059.710000 sec): 3 clusters
  Score: Raw -466580.577957 + Penalty 2798.116763 = -463782.461194
  nChanged 1
		SP:Iteration 38Q (21059.870000 sec): 3 clusters
  Score: Raw -466580.642507 + Penalty 2798.116763 = -463782.525743
  nChanged 0
		SP:Iteration 39F (21060.060000 sec): 3 clusters
  Score: Raw -466580.642507 + Penalty 2798.116763 = -463782.525743
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (3758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21060.130000 sec): 2 clusters
  Score: Raw -309257.832433 + Penalty 1337.641854 = -307920.190578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21060.310000 sec): 3 clusters
  Score: Raw -307435.617044 + Penalty 2675.283708 = -304760.333335
  nChanged 1507
		SP:Iteration 1F (21060.500000 sec): 3 clusters
  Score: Raw -308438.285773 + Penalty 2675.283708 = -305763.002065
  nChanged 336
		SP:Iteration 2F (21060.690000 sec): 3 clusters
  Score: Raw -308708.101652 + Penalty 2675.283708 = -306032.817943
  nChanged 280
		SP:Iteration 3F (21060.870000 sec): 3 clusters
  Score: Raw -308933.282874 + Penalty 2675.283708 = -306257.999166
  nChanged 234
		SP:Iteration 4F (21061.020000 sec): 3 clusters
  Score: Raw -309121.433199 + Penalty 2675.283708 = -306446.149490
  nChanged 186
		SP:Iteration 5Q (21061.160000 sec): 3 clusters
  Score: Raw -309247.304451 + Penalty 2675.283708 = -306572.020742
  nChanged 135
		SP:Iteration 6Q (21061.310000 sec): 3 clusters
  Score: Raw -309327.944684 + Penalty 2675.283708 = -306652.660976
  nChanged 102
		SP:Iteration 7Q (21061.450000 sec): 3 clusters
  Score: Raw -309381.189196 + Penalty 2675.283708 = -306705.905488
  nChanged 83
		SP:Iteration 8Q (21061.600000 sec): 3 clusters
  Score: Raw -309425.811808 + Penalty 2675.283708 = -306750.528099
  nChanged 67
		SP:Iteration 9Q (21061.730000 sec): 3 clusters
  Score: Raw -309456.766968 + Penalty 2675.283708 = -306781.483259
  nChanged 53
		SP:Iteration 10Q (21061.880000 sec): 3 clusters
  Score: Raw -309481.820649 + Penalty 2675.283708 = -306806.536941
  nChanged 50
		SP:Iteration 11Q (21062.040000 sec): 3 clusters
  Score: Raw -309503.452009 + Penalty 2675.283708 = -306828.168300
  nChanged 38
		SP:Iteration 12Q (21062.170000 sec): 3 clusters
  Score: Raw -309519.324962 + Penalty 2675.283708 = -306844.041254
  nChanged 36
		SP:Iteration 13Q (21062.330000 sec): 3 clusters
  Score: Raw -309531.473691 + Penalty 2675.283708 = -306856.189982
  nChanged 20
		SP:Iteration 14Q (21062.480000 sec): 3 clusters
  Score: Raw -309537.187209 + Penalty 2675.283708 = -306861.903500
  nChanged 10
		SP:Iteration 15Q (21062.620000 sec): 3 clusters
  Score: Raw -309539.979486 + Penalty 2675.283708 = -306864.695778
  nChanged 10
		SP:Iteration 16Q (21062.780000 sec): 3 clusters
  Score: Raw -309542.508905 + Penalty 2675.283708 = -306867.225197
  nChanged 7
		SP:Iteration 17Q (21062.940000 sec): 3 clusters
  Score: Raw -309545.477548 + Penalty 2675.283708 = -306870.193839
  nChanged 7
		SP:Iteration 18Q (21063.100000 sec): 3 clusters
  Score: Raw -309547.175998 + Penalty 2675.283708 = -306871.892289
  nChanged 5
		SP:Iteration 19Q (21063.260000 sec): 3 clusters
  Score: Raw -309548.285557 + Penalty 2675.283708 = -306873.001848
  nChanged 3
		SP:Iteration 20F (21063.420000 sec): 3 clusters
  Score: Raw -309548.781538 + Penalty 2675.283708 = -306873.497829
  nChanged 1
		SP:Iteration 21Q (21063.580000 sec): 3 clusters
  Score: Raw -309549.033860 + Penalty 2675.283708 = -306873.750152
  nChanged 0
		SP:Iteration 22F (21063.760000 sec): 3 clusters
  Score: Raw -309549.033860 + Penalty 2675.283708 = -306873.750152
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21063.830000 sec): 2 clusters
  Score: Raw -57838.204902 + Penalty 1066.167483 = -56772.037419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21063.980000 sec): 3 clusters
  Score: Raw -57691.204537 + Penalty 2132.334966 = -55558.869570
  nChanged 177
		SP:Iteration 1F (21064.130000 sec): 3 clusters
  Score: Raw -57895.028498 + Penalty 2132.334966 = -55762.693532
  nChanged 51
		SP:Iteration 2F (21064.320000 sec): 3 clusters
  Score: Raw -57983.010327 + Penalty 2132.334966 = -55850.675361
  nChanged 28
		SP:Iteration 3Q (21064.450000 sec): 3 clusters
  Score: Raw -58029.302132 + Penalty 2132.334966 = -55896.967166
  nChanged 17
		SP:Iteration 4Q (21064.590000 sec): 3 clusters
  Score: Raw -58052.780663 + Penalty 2132.334966 = -55920.445697
  nChanged 11
		SP:Iteration 5Q (21064.710000 sec): 3 clusters
  Score: Raw -58065.128449 + Penalty 2132.334966 = -55932.793482
  nChanged 8
		SP:Iteration 6Q (21064.840000 sec): 3 clusters
  Score: Raw -58076.494255 + Penalty 2132.334966 = -55944.159289
  nChanged 8
		SP:Iteration 7Q (21064.980000 sec): 3 clusters
  Score: Raw -58094.976677 + Penalty 2132.334966 = -55962.641711
  nChanged 10
		SP:Iteration 8Q (21065.090000 sec): 3 clusters
  Score: Raw -58117.270917 + Penalty 2132.334966 = -55984.935951
  nChanged 12
		SP:Iteration 9Q (21065.230000 sec): 3 clusters
  Score: Raw -58143.371357 + Penalty 2132.334966 = -56011.036391
  nChanged 11
		SP:Iteration 10Q (21065.370000 sec): 3 clusters
  Score: Raw -58157.154490 + Penalty 2132.334966 = -56024.819523
  nChanged 13
		SP:Iteration 11Q (21065.510000 sec): 3 clusters
  Score: Raw -58170.241226 + Penalty 2132.334966 = -56037.906260
  nChanged 8
		SP:Iteration 12Q (21065.650000 sec): 3 clusters
  Score: Raw -58178.566604 + Penalty 2132.334966 = -56046.231638
  nChanged 8
		SP:Iteration 13Q (21065.800000 sec): 3 clusters
  Score: Raw -58187.657572 + Penalty 2132.334966 = -56055.322606
  nChanged 7
		SP:Iteration 14Q (21065.940000 sec): 3 clusters
  Score: Raw -58205.050046 + Penalty 2132.334966 = -56072.715080
  nChanged 7
		SP:Iteration 15Q (21066.100000 sec): 3 clusters
  Score: Raw -58220.468076 + Penalty 2132.334966 = -56088.133109
  nChanged 6
		SP:Iteration 16Q (21066.250000 sec): 3 clusters
  Score: Raw -58229.779299 + Penalty 2132.334966 = -56097.444332
  nChanged 6
		SP:Iteration 17Q (21066.390000 sec): 3 clusters
  Score: Raw -58238.965053 + Penalty 2132.334966 = -56106.630086
  nChanged 3
		SP:Iteration 18Q (21066.530000 sec): 3 clusters
  Score: Raw -58242.175013 + Penalty 2132.334966 = -56109.840047
  nChanged 1
		SP:Iteration 19Q (21066.680000 sec): 3 clusters
  Score: Raw -58242.855960 + Penalty 2132.334966 = -56110.520994
  nChanged 0
		SP:Iteration 20F (21066.840000 sec): 3 clusters
  Score: Raw -58242.855960 + Penalty 2132.334966 = -56110.520994
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21066.950000 sec): 2 clusters
  Score: Raw -482103.375245 + Penalty 1406.330742 = -480697.044502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21067.080000 sec): 3 clusters
  Score: Raw -479112.578944 + Penalty 2812.661485 = -476299.917459
  nChanged 2341
		SP:Iteration 1F (21067.230000 sec): 3 clusters
  Score: Raw -480525.983150 + Penalty 2812.661485 = -477713.321666
  nChanged 511
		SP:Iteration 2F (21067.360000 sec): 3 clusters
  Score: Raw -480929.576326 + Penalty 2812.661485 = -478116.914841
  nChanged 449
		SP:Iteration 3F (21067.510000 sec): 3 clusters
  Score: Raw -481314.768714 + Penalty 2812.661485 = -478502.107229
  nChanged 382
		SP:Iteration 4F (21067.670000 sec): 3 clusters
  Score: Raw -481622.890781 + Penalty 2812.661485 = -478810.229296
  nChanged 302
		SP:Iteration 5F (21067.820000 sec): 3 clusters
  Score: Raw -481839.358346 + Penalty 2812.661485 = -479026.696861
  nChanged 232
		SP:Iteration 6Q (21068.060000 sec): 3 clusters
  Score: Raw -481995.183432 + Penalty 2812.661485 = -479182.521947
  nChanged 186
		SP:Iteration 7Q (21068.210000 sec): 3 clusters
  Score: Raw -482105.098483 + Penalty 2812.661485 = -479292.436998
  nChanged 156
		SP:Iteration 8Q (21068.420000 sec): 3 clusters
  Score: Raw -482192.107989 + Penalty 2812.661485 = -479379.446505
  nChanged 129
		SP:Iteration 9Q (21068.640000 sec): 3 clusters
  Score: Raw -482267.287763 + Penalty 2812.661485 = -479454.626278
  nChanged 91
		SP:Iteration 10Q (21068.820000 sec): 3 clusters
  Score: Raw -482318.732568 + Penalty 2812.661485 = -479506.071084
  nChanged 91
		SP:Iteration 11Q (21068.980000 sec): 3 clusters
  Score: Raw -482356.679430 + Penalty 2812.661485 = -479544.017946
  nChanged 75
		SP:Iteration 12Q (21069.180000 sec): 3 clusters
  Score: Raw -482385.944274 + Penalty 2812.661485 = -479573.282790
  nChanged 62
		SP:Iteration 13Q (21069.330000 sec): 3 clusters
  Score: Raw -482405.206068 + Penalty 2812.661485 = -479592.544584
  nChanged 36
		SP:Iteration 14Q (21069.540000 sec): 3 clusters
  Score: Raw -482416.009860 + Penalty 2812.661485 = -479603.348376
  nChanged 37
		SP:Iteration 15Q (21069.710000 sec): 3 clusters
  Score: Raw -482428.282922 + Penalty 2812.661485 = -479615.621437
  nChanged 34
		SP:Iteration 16Q (21069.850000 sec): 3 clusters
  Score: Raw -482438.697248 + Penalty 2812.661485 = -479626.035763
  nChanged 33
		SP:Iteration 17Q (21070.020000 sec): 3 clusters
  Score: Raw -482449.657994 + Penalty 2812.661485 = -479636.996510
  nChanged 38
		SP:Iteration 18Q (21070.220000 sec): 3 clusters
  Score: Raw -482464.179503 + Penalty 2812.661485 = -479651.518018
  nChanged 43
		SP:Iteration 19Q (21070.370000 sec): 3 clusters
  Score: Raw -482485.775499 + Penalty 2812.661485 = -479673.114014
  nChanged 54
		SP:Iteration 20F (21070.570000 sec): 3 clusters
  Score: Raw -482512.102090 + Penalty 2812.661485 = -479699.440606
  nChanged 50
		SP:Iteration 21Q (21070.720000 sec): 3 clusters
  Score: Raw -482541.971700 + Penalty 2812.661485 = -479729.310215
  nChanged 70
		SP:Iteration 22Q (21070.920000 sec): 3 clusters
  Score: Raw -482599.059240 + Penalty 2812.661485 = -479786.397756
  nChanged 80
		SP:Iteration 23Q (21071.050000 sec): 3 clusters
  Score: Raw -482684.074344 + Penalty 2812.661485 = -479871.412859
  nChanged 90
		SP:Iteration 24Q (21071.210000 sec): 3 clusters
  Score: Raw -482778.678862 + Penalty 2812.661485 = -479966.017377
  nChanged 82
		SP:Iteration 25Q (21071.390000 sec): 3 clusters
  Score: Raw -482851.592979 + Penalty 2812.661485 = -480038.931494
  nChanged 76
		SP:Iteration 26Q (21071.560000 sec): 3 clusters
  Score: Raw -482903.849585 + Penalty 2812.661485 = -480091.188101
  nChanged 52
		SP:Iteration 27Q (21071.730000 sec): 3 clusters
  Score: Raw -482935.489932 + Penalty 2812.661485 = -480122.828448
  nChanged 47
		SP:Iteration 28Q (21071.920000 sec): 3 clusters
  Score: Raw -482959.163783 + Penalty 2812.661485 = -480146.502298
  nChanged 49
		SP:Iteration 29Q (21072.160000 sec): 3 clusters
  Score: Raw -482983.437089 + Penalty 2812.661485 = -480170.775605
  nChanged 35
		SP:Iteration 30Q (21072.280000 sec): 3 clusters
  Score: Raw -482999.629130 + Penalty 2812.661485 = -480186.967646
  nChanged 32
		SP:Iteration 31Q (21072.440000 sec): 3 clusters
  Score: Raw -483010.693035 + Penalty 2812.661485 = -480198.031551
  nChanged 23
		SP:Iteration 32Q (21072.600000 sec): 3 clusters
  Score: Raw -483019.390574 + Penalty 2812.661485 = -480206.729089
  nChanged 19
		SP:Iteration 33Q (21072.750000 sec): 3 clusters
  Score: Raw -483025.306707 + Penalty 2812.661485 = -480212.645222
  nChanged 17
		SP:Iteration 34Q (21072.910000 sec): 3 clusters
  Score: Raw -483030.280706 + Penalty 2812.661485 = -480217.619222
  nChanged 18
		SP:Iteration 35Q (21073.070000 sec): 3 clusters
  Score: Raw -483035.217652 + Penalty 2812.661485 = -480222.556167
  nChanged 14
		SP:Iteration 36Q (21073.230000 sec): 3 clusters
  Score: Raw -483039.770564 + Penalty 2812.661485 = -480227.109079
  nChanged 13
		SP:Iteration 37Q (21073.380000 sec): 3 clusters
  Score: Raw -483045.788825 + Penalty 2812.661485 = -480233.127341
  nChanged 21
		SP:Iteration 38Q (21073.570000 sec): 3 clusters
  Score: Raw -483053.185081 + Penalty 2812.661485 = -480240.523597
  nChanged 14
		SP:Iteration 39Q (21073.760000 sec): 3 clusters
  Score: Raw -483057.706213 + Penalty 2812.661485 = -480245.044728
  nChanged 13
		SP:Iteration 40F (21073.930000 sec): 3 clusters
  Score: Raw -483061.795821 + Penalty 2812.661485 = -480249.134336
  nChanged 10
		SP:Iteration 41Q (21074.140000 sec): 3 clusters
  Score: Raw -483064.389155 + Penalty 2812.661485 = -480251.727671
  nChanged 7
		SP:Iteration 42Q (21074.320000 sec): 3 clusters
  Score: Raw -483067.451405 + Penalty 2812.661485 = -480254.789921
  nChanged 10
		SP:Iteration 43Q (21074.480000 sec): 3 clusters
  Score: Raw -483069.936692 + Penalty 2812.661485 = -480257.275207
  nChanged 7
		SP:Iteration 44Q (21074.690000 sec): 3 clusters
  Score: Raw -483072.363813 + Penalty 2812.661485 = -480259.702329
  nChanged 8
		SP:Iteration 45Q (21074.830000 sec): 3 clusters
  Score: Raw -483074.492676 + Penalty 2812.661485 = -480261.831192
  nChanged 6
		SP:Iteration 46Q (21075.020000 sec): 3 clusters
  Score: Raw -483076.909346 + Penalty 2812.661485 = -480264.247862
  nChanged 10
		SP:Iteration 47Q (21075.210000 sec): 3 clusters
  Score: Raw -483079.963566 + Penalty 2812.661485 = -480267.302082
  nChanged 12
		SP:Iteration 48Q (21075.420000 sec): 3 clusters
  Score: Raw -483084.305380 + Penalty 2812.661485 = -480271.643895
  nChanged 10
		SP:Iteration 49Q (21075.580000 sec): 3 clusters
  Score: Raw -483089.500024 + Penalty 2812.661485 = -480276.838539
  nChanged 13
		SP:Iteration 50Q (21075.800000 sec): 3 clusters
  Score: Raw -483096.124852 + Penalty 2812.661485 = -480283.463368
  nChanged 14
		SP:Iteration 51Q (21076.000000 sec): 3 clusters
  Score: Raw -483102.215016 + Penalty 2812.661485 = -480289.553531
  nChanged 17
		SP:Iteration 52Q (21076.170000 sec): 3 clusters
  Score: Raw -483107.991044 + Penalty 2812.661485 = -480295.329559
  nChanged 10
		SP:Iteration 53Q (21076.340000 sec): 3 clusters
  Score: Raw -483112.806083 + Penalty 2812.661485 = -480300.144599
  nChanged 15
		SP:Iteration 54Q (21076.530000 sec): 3 clusters
  Score: Raw -483120.261327 + Penalty 2812.661485 = -480307.599842
  nChanged 25
		SP:Iteration 55Q (21076.710000 sec): 3 clusters
  Score: Raw -483133.022355 + Penalty 2812.661485 = -480320.360871
  nChanged 23
		SP:Iteration 56Q (21076.870000 sec): 3 clusters
  Score: Raw -483141.587553 + Penalty 2812.661485 = -480328.926068
  nChanged 21
		SP:Iteration 57Q (21077.070000 sec): 3 clusters
  Score: Raw -483149.855048 + Penalty 2812.661485 = -480337.193563
  nChanged 16
		SP:Iteration 58Q (21077.140000 sec): 3 clusters
  Score: Raw -483154.755284 + Penalty 2812.661485 = -480342.093799
  nChanged 11
		SP:Iteration 59Q (21077.250000 sec): 3 clusters
  Score: Raw -483158.415073 + Penalty 2812.661485 = -480345.753588
  nChanged 10
		SP:Iteration 60F (21077.350000 sec): 3 clusters
  Score: Raw -483162.501128 + Penalty 2812.661485 = -480349.839643
  nChanged 14
		SP:Iteration 61Q (21077.450000 sec): 3 clusters
  Score: Raw -483169.170037 + Penalty 2812.661485 = -480356.508552
  nChanged 12
		SP:Iteration 62Q (21077.650000 sec): 3 clusters
  Score: Raw -483172.497817 + Penalty 2812.661485 = -480359.836333
  nChanged 13
		SP:Iteration 63Q (21077.830000 sec): 3 clusters
  Score: Raw -483179.182796 + Penalty 2812.661485 = -480366.521311
  nChanged 10
		SP:Iteration 64Q (21078.030000 sec): 3 clusters
  Score: Raw -483182.187311 + Penalty 2812.661485 = -480369.525826
  nChanged 9
		SP:Iteration 65Q (21078.220000 sec): 3 clusters
  Score: Raw -483184.930753 + Penalty 2812.661485 = -480372.269268
  nChanged 6
		SP:Iteration 66Q (21078.360000 sec): 3 clusters
  Score: Raw -483188.284916 + Penalty 2812.661485 = -480375.623431
  nChanged 9
		SP:Iteration 67Q (21078.530000 sec): 3 clusters
  Score: Raw -483192.007194 + Penalty 2812.661485 = -480379.345709
  nChanged 1
		SP:Iteration 68Q (21078.670000 sec): 3 clusters
  Score: Raw -483192.106357 + Penalty 2812.661485 = -480379.444873
  nChanged 0
		SP:Iteration 69F (21078.810000 sec): 3 clusters
  Score: Raw -483192.106357 + Penalty 2812.661485 = -480379.444873
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (4844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21078.900000 sec): 2 clusters
  Score: Raw -491416.667465 + Penalty 1378.893117 = -490037.774347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21079.070000 sec): 3 clusters
  Score: Raw -488999.684676 + Penalty 2757.786234 = -486241.898442
  nChanged 1897
		SP:Iteration 1F (21079.300000 sec): 3 clusters
  Score: Raw -490126.197264 + Penalty 2757.786234 = -487368.411030
  nChanged 385
		SP:Iteration 2F (21079.440000 sec): 3 clusters
  Score: Raw -490359.845375 + Penalty 2757.786234 = -487602.059141
  nChanged 261
		SP:Iteration 3F (21079.620000 sec): 3 clusters
  Score: Raw -490502.518175 + Penalty 2757.786234 = -487744.731941
  nChanged 203
		SP:Iteration 4Q (21079.770000 sec): 3 clusters
  Score: Raw -490600.641106 + Penalty 2757.786234 = -487842.854872
  nChanged 173
		SP:Iteration 5Q (21079.930000 sec): 3 clusters
  Score: Raw -490682.105948 + Penalty 2757.786234 = -487924.319714
  nChanged 135
		SP:Iteration 6Q (21080.080000 sec): 3 clusters
  Score: Raw -490735.854344 + Penalty 2757.786234 = -487978.068110
  nChanged 86
		SP:Iteration 7Q (21080.260000 sec): 3 clusters
  Score: Raw -490769.346464 + Penalty 2757.786234 = -488011.560230
  nChanged 74
		SP:Iteration 8Q (21080.420000 sec): 3 clusters
  Score: Raw -490794.543490 + Penalty 2757.786234 = -488036.757256
  nChanged 61
		SP:Iteration 9Q (21080.570000 sec): 3 clusters
  Score: Raw -490812.069305 + Penalty 2757.786234 = -488054.283071
  nChanged 51
		SP:Iteration 10Q (21080.760000 sec): 3 clusters
  Score: Raw -490827.299906 + Penalty 2757.786234 = -488069.513672
  nChanged 40
		SP:Iteration 11Q (21080.880000 sec): 3 clusters
  Score: Raw -490840.366435 + Penalty 2757.786234 = -488082.580201
  nChanged 40
		SP:Iteration 12Q (21081.080000 sec): 3 clusters
  Score: Raw -490851.581790 + Penalty 2757.786234 = -488093.795556
  nChanged 40
		SP:Iteration 13Q (21081.270000 sec): 3 clusters
  Score: Raw -490863.726578 + Penalty 2757.786234 = -488105.940344
  nChanged 39
		SP:Iteration 14Q (21081.440000 sec): 3 clusters
  Score: Raw -490876.620108 + Penalty 2757.786234 = -488118.833874
  nChanged 39
		SP:Iteration 15Q (21081.630000 sec): 3 clusters
  Score: Raw -490891.395093 + Penalty 2757.786234 = -488133.608859
  nChanged 41
		SP:Iteration 16Q (21081.840000 sec): 3 clusters
  Score: Raw -490908.022331 + Penalty 2757.786234 = -488150.236097
  nChanged 54
		SP:Iteration 17Q (21081.970000 sec): 3 clusters
  Score: Raw -490926.052530 + Penalty 2757.786234 = -488168.266296
  nChanged 43
		SP:Iteration 18Q (21082.140000 sec): 3 clusters
  Score: Raw -490939.272718 + Penalty 2757.786234 = -488181.486484
  nChanged 32
		SP:Iteration 19Q (21082.310000 sec): 3 clusters
  Score: Raw -490949.752861 + Penalty 2757.786234 = -488191.966626
  nChanged 36
		SP:Iteration 20F (21082.450000 sec): 3 clusters
  Score: Raw -490959.670265 + Penalty 2757.786234 = -488201.884031
  nChanged 32
		SP:Iteration 21Q (21082.640000 sec): 3 clusters
  Score: Raw -490970.562863 + Penalty 2757.786234 = -488212.776629
  nChanged 37
		SP:Iteration 22Q (21082.780000 sec): 3 clusters
  Score: Raw -490981.227065 + Penalty 2757.786234 = -488223.440831
  nChanged 36
		SP:Iteration 23Q (21082.940000 sec): 3 clusters
  Score: Raw -490994.786439 + Penalty 2757.786234 = -488237.000205
  nChanged 40
		SP:Iteration 24Q (21083.150000 sec): 3 clusters
  Score: Raw -491009.800364 + Penalty 2757.786234 = -488252.014130
  nChanged 53
		SP:Iteration 25Q (21083.290000 sec): 3 clusters
  Score: Raw -491031.660120 + Penalty 2757.786234 = -488273.873886
  nChanged 52
		SP:Iteration 26Q (21083.430000 sec): 3 clusters
  Score: Raw -491055.527255 + Penalty 2757.786234 = -488297.741021
  nChanged 54
		SP:Iteration 27Q (21083.580000 sec): 3 clusters
  Score: Raw -491076.498226 + Penalty 2757.786234 = -488318.711992
  nChanged 54
		SP:Iteration 28Q (21083.750000 sec): 3 clusters
  Score: Raw -491100.883953 + Penalty 2757.786234 = -488343.097719
  nChanged 53
		SP:Iteration 29Q (21083.910000 sec): 3 clusters
  Score: Raw -491128.883482 + Penalty 2757.786234 = -488371.097248
  nChanged 66
		SP:Iteration 30Q (21084.030000 sec): 3 clusters
  Score: Raw -491161.144693 + Penalty 2757.786234 = -488403.358459
  nChanged 56
		SP:Iteration 31Q (21084.220000 sec): 3 clusters
  Score: Raw -491191.476703 + Penalty 2757.786234 = -488433.690469
  nChanged 64
		SP:Iteration 32Q (21084.420000 sec): 3 clusters
  Score: Raw -491228.724308 + Penalty 2757.786234 = -488470.938074
  nChanged 67
		SP:Iteration 33Q (21084.620000 sec): 3 clusters
  Score: Raw -491267.641923 + Penalty 2757.786234 = -488509.855689
  nChanged 65
		SP:Iteration 34Q (21084.760000 sec): 3 clusters
  Score: Raw -491312.563813 + Penalty 2757.786234 = -488554.777579
  nChanged 57
		SP:Iteration 35Q (21084.950000 sec): 3 clusters
  Score: Raw -491351.980278 + Penalty 2757.786234 = -488594.194044
  nChanged 51
		SP:Iteration 36Q (21085.100000 sec): 3 clusters
  Score: Raw -491386.260614 + Penalty 2757.786234 = -488628.474380
  nChanged 43
		SP:Iteration 37Q (21085.250000 sec): 3 clusters
  Score: Raw -491412.905518 + Penalty 2757.786234 = -488655.119284
  nChanged 38
		SP:Iteration 38Q (21085.390000 sec): 3 clusters
  Score: Raw -491435.627676 + Penalty 2757.786234 = -488677.841442
  nChanged 34
		SP:Iteration 39Q (21085.530000 sec): 3 clusters
  Score: Raw -491457.629008 + Penalty 2757.786234 = -488699.842774
  nChanged 24
		SP:Iteration 40F (21085.680000 sec): 3 clusters
  Score: Raw -491472.208796 + Penalty 2757.786234 = -488714.422562
  nChanged 17
		SP:Iteration 41Q (21085.830000 sec): 3 clusters
  Score: Raw -491482.475390 + Penalty 2757.786234 = -488724.689156
  nChanged 16
		SP:Iteration 42Q (21085.990000 sec): 3 clusters
  Score: Raw -491493.631488 + Penalty 2757.786234 = -488735.845254
  nChanged 19
		SP:Iteration 43Q (21086.170000 sec): 3 clusters
  Score: Raw -491509.923681 + Penalty 2757.786234 = -488752.137447
  nChanged 13
		SP:Iteration 44Q (21086.300000 sec): 3 clusters
  Score: Raw -491522.908468 + Penalty 2757.786234 = -488765.122234
  nChanged 14
		SP:Iteration 45Q (21086.480000 sec): 3 clusters
  Score: Raw -491532.716413 + Penalty 2757.786234 = -488774.930179
  nChanged 8
		SP:Iteration 46Q (21086.650000 sec): 3 clusters
  Score: Raw -491538.403679 + Penalty 2757.786234 = -488780.617445
  nChanged 6
		SP:Iteration 47Q (21086.830000 sec): 3 clusters
  Score: Raw -491543.250441 + Penalty 2757.786234 = -488785.464207
  nChanged 5
		SP:Iteration 48Q (21086.960000 sec): 3 clusters
  Score: Raw -491546.702927 + Penalty 2757.786234 = -488788.916693
  nChanged 3
		SP:Iteration 49Q (21087.090000 sec): 3 clusters
  Score: Raw -491547.790751 + Penalty 2757.786234 = -488790.004517
  nChanged 2
		SP:Iteration 50Q (21087.240000 sec): 3 clusters
  Score: Raw -491548.672882 + Penalty 2757.786234 = -488790.886648
  nChanged 3
		SP:Iteration 51Q (21087.360000 sec): 3 clusters
  Score: Raw -491553.005804 + Penalty 2757.786234 = -488795.219570
  nChanged 9
		SP:Iteration 52Q (21087.490000 sec): 3 clusters
  Score: Raw -491559.503518 + Penalty 2757.786234 = -488801.717284
  nChanged 7
		SP:Iteration 53Q (21087.630000 sec): 3 clusters
  Score: Raw -491568.064774 + Penalty 2757.786234 = -488810.278540
  nChanged 12
		SP:Iteration 54Q (21087.760000 sec): 3 clusters
  Score: Raw -491578.149132 + Penalty 2757.786234 = -488820.362898
  nChanged 10
		SP:Iteration 55Q (21087.910000 sec): 3 clusters
  Score: Raw -491586.892916 + Penalty 2757.786234 = -488829.106682
  nChanged 6
		SP:Iteration 56Q (21088.050000 sec): 3 clusters
  Score: Raw -491590.464390 + Penalty 2757.786234 = -488832.678156
  nChanged 3
		SP:Iteration 57Q (21088.230000 sec): 3 clusters
  Score: Raw -491591.550101 + Penalty 2757.786234 = -488833.763867
  nChanged 3
		SP:Iteration 58Q (21088.340000 sec): 3 clusters
  Score: Raw -491594.053703 + Penalty 2757.786234 = -488836.267469
  nChanged 2
		SP:Iteration 59Q (21088.490000 sec): 3 clusters
  Score: Raw -491595.098424 + Penalty 2757.786234 = -488837.312190
  nChanged 1
		SP:Iteration 60F (21088.620000 sec): 3 clusters
  Score: Raw -491595.968695 + Penalty 2757.786234 = -488838.182461
  nChanged 3
		SP:Iteration 61Q (21088.760000 sec): 3 clusters
  Score: Raw -491598.143796 + Penalty 2757.786234 = -488840.357562
  nChanged 2
		SP:Iteration 62Q (21088.930000 sec): 3 clusters
  Score: Raw -491599.033170 + Penalty 2757.786234 = -488841.246936
  nChanged 0
		SP:Iteration 63F (21089.060000 sec): 3 clusters
  Score: Raw -491599.033170 + Penalty 2757.786234 = -488841.246936
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (2653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21089.160000 sec): 2 clusters
  Score: Raw -253347.932214 + Penalty 1281.060033 = -252066.872181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21089.310000 sec): 3 clusters
  Score: Raw -252102.167634 + Penalty 2562.120065 = -249540.047569
  nChanged 1026
		SP:Iteration 1F (21089.450000 sec): 3 clusters
  Score: Raw -252703.794607 + Penalty 2562.120065 = -250141.674542
  nChanged 217
		SP:Iteration 2F (21089.610000 sec): 3 clusters
  Score: Raw -252836.130609 + Penalty 2562.120065 = -250274.010544
  nChanged 132
		SP:Iteration 3Q (21089.750000 sec): 3 clusters
  Score: Raw -252916.125990 + Penalty 2562.120065 = -250354.005924
  nChanged 100
		SP:Iteration 4Q (21089.890000 sec): 3 clusters
  Score: Raw -252985.868412 + Penalty 2562.120065 = -250423.748347
  nChanged 98
		SP:Iteration 5Q (21090.030000 sec): 3 clusters
  Score: Raw -253062.274525 + Penalty 2562.120065 = -250500.154460
  nChanged 99
		SP:Iteration 6Q (21090.230000 sec): 3 clusters
  Score: Raw -253135.527243 + Penalty 2562.120065 = -250573.407178
  nChanged 92
		SP:Iteration 7Q (21090.380000 sec): 3 clusters
  Score: Raw -253198.276510 + Penalty 2562.120065 = -250636.156445
  nChanged 80
		SP:Iteration 8Q (21090.530000 sec): 3 clusters
  Score: Raw -253255.404404 + Penalty 2562.120065 = -250693.284338
  nChanged 74
		SP:Iteration 9Q (21090.690000 sec): 3 clusters
  Score: Raw -253304.053504 + Penalty 2562.120065 = -250741.933438
  nChanged 79
		SP:Iteration 10Q (21090.830000 sec): 3 clusters
  Score: Raw -253363.208024 + Penalty 2562.120065 = -250801.087959
  nChanged 77
		SP:Iteration 11Q (21091.000000 sec): 3 clusters
  Score: Raw -253430.499808 + Penalty 2562.120065 = -250868.379743
  nChanged 75
		SP:Iteration 12Q (21091.160000 sec): 3 clusters
  Score: Raw -253514.647124 + Penalty 2562.120065 = -250952.527059
  nChanged 64
		SP:Iteration 13Q (21091.320000 sec): 3 clusters
  Score: Raw -253578.819242 + Penalty 2562.120065 = -251016.699177
  nChanged 59
		SP:Iteration 14Q (21091.480000 sec): 3 clusters
  Score: Raw -253630.216431 + Penalty 2562.120065 = -251068.096366
  nChanged 51
		SP:Iteration 15Q (21091.640000 sec): 3 clusters
  Score: Raw -253673.313304 + Penalty 2562.120065 = -251111.193238
  nChanged 46
		SP:Iteration 16Q (21091.810000 sec): 3 clusters
  Score: Raw -253710.668910 + Penalty 2562.120065 = -251148.548845
  nChanged 38
		SP:Iteration 17Q (21091.950000 sec): 3 clusters
  Score: Raw -253751.793663 + Penalty 2562.120065 = -251189.673598
  nChanged 46
		SP:Iteration 18Q (21092.000000 sec): 3 clusters
  Score: Raw -253805.241248 + Penalty 2562.120065 = -251243.121183
  nChanged 51
		SP:Iteration 19Q (21092.060000 sec): 3 clusters
  Score: Raw -253872.120862 + Penalty 2562.120065 = -251310.000797
  nChanged 36
		SP:Iteration 20F (21092.100000 sec): 3 clusters
  Score: Raw -253924.346606 + Penalty 2562.120065 = -251362.226541
  nChanged 39
		SP:Iteration 21Q (21092.150000 sec): 3 clusters
  Score: Raw -253980.973837 + Penalty 2562.120065 = -251418.853772
  nChanged 35
		SP:Iteration 22Q (21092.200000 sec): 3 clusters
  Score: Raw -254019.593853 + Penalty 2562.120065 = -251457.473788
  nChanged 17
		SP:Iteration 23Q (21092.250000 sec): 3 clusters
  Score: Raw -254033.657491 + Penalty 2562.120065 = -251471.537426
  nChanged 18
		SP:Iteration 24Q (21092.340000 sec): 3 clusters
  Score: Raw -254049.302224 + Penalty 2562.120065 = -251487.182159
  nChanged 15
		SP:Iteration 25Q (21092.420000 sec): 3 clusters
  Score: Raw -254062.483982 + Penalty 2562.120065 = -251500.363917
  nChanged 9
		SP:Iteration 26Q (21092.460000 sec): 3 clusters
  Score: Raw -254068.086546 + Penalty 2562.120065 = -251505.966481
  nChanged 6
		SP:Iteration 27Q (21092.520000 sec): 3 clusters
  Score: Raw -254071.987465 + Penalty 2562.120065 = -251509.867400
  nChanged 8
		SP:Iteration 28Q (21092.560000 sec): 3 clusters
  Score: Raw -254075.407668 + Penalty 2562.120065 = -251513.287603
  nChanged 1
		SP:Iteration 29Q (21092.620000 sec): 3 clusters
  Score: Raw -254075.631263 + Penalty 2562.120065 = -251513.511197
  nChanged 0
		SP:Iteration 30F (21092.660000 sec): 3 clusters
  Score: Raw -254075.631263 + Penalty 2562.120065 = -251513.511197
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (7017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21092.780000 sec): 2 clusters
  Score: Raw -502027.434659 + Penalty 1439.114796 = -500588.319863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21093.020000 sec): 3 clusters
  Score: Raw -498229.212747 + Penalty 2878.229593 = -495350.983154
  nChanged 2918
		SP:Iteration 1F (21093.230000 sec): 3 clusters
  Score: Raw -499999.803445 + Penalty 2878.229593 = -497121.573852
  nChanged 603
		SP:Iteration 2F (21093.470000 sec): 3 clusters
  Score: Raw -500478.532394 + Penalty 2878.229593 = -497600.302801
  nChanged 531
		SP:Iteration 3F (21093.670000 sec): 3 clusters
  Score: Raw -500956.344496 + Penalty 2878.229593 = -498078.114903
  nChanged 459
		SP:Iteration 4F (21093.860000 sec): 3 clusters
  Score: Raw -501326.307612 + Penalty 2878.229593 = -498448.078019
  nChanged 399
		SP:Iteration 5F (21094.080000 sec): 3 clusters
  Score: Raw -501625.669433 + Penalty 2878.229593 = -498747.439840
  nChanged 362
		SP:Iteration 6F (21094.230000 sec): 3 clusters
  Score: Raw -501876.518059 + Penalty 2878.229593 = -498998.288466
  nChanged 321
		SP:Iteration 7Q (21094.340000 sec): 3 clusters
  Score: Raw -502069.586985 + Penalty 2878.229593 = -499191.357392
  nChanged 259
		SP:Iteration 8Q (21094.460000 sec): 3 clusters
  Score: Raw -502201.259636 + Penalty 2878.229593 = -499323.030043
  nChanged 215
		SP:Iteration 9Q (21094.680000 sec): 3 clusters
  Score: Raw -502304.841770 + Penalty 2878.229593 = -499426.612177
  nChanged 175
		SP:Iteration 10Q (21094.840000 sec): 3 clusters
  Score: Raw -502388.466500 + Penalty 2878.229593 = -499510.236907
  nChanged 167
		SP:Iteration 11Q (21094.960000 sec): 3 clusters
  Score: Raw -502463.086971 + Penalty 2878.229593 = -499584.857378
  nChanged 129
		SP:Iteration 12Q (21095.070000 sec): 3 clusters
  Score: Raw -502511.957293 + Penalty 2878.229593 = -499633.727700
  nChanged 99
		SP:Iteration 13Q (21095.190000 sec): 3 clusters
  Score: Raw -502542.576225 + Penalty 2878.229593 = -499664.346632
  nChanged 88
		SP:Iteration 14Q (21095.400000 sec): 3 clusters
  Score: Raw -502577.152706 + Penalty 2878.229593 = -499698.923113
  nChanged 78
		SP:Iteration 15Q (21095.600000 sec): 3 clusters
  Score: Raw -502608.752113 + Penalty 2878.229593 = -499730.522520
  nChanged 77
		SP:Iteration 16Q (21095.810000 sec): 3 clusters
  Score: Raw -502635.445799 + Penalty 2878.229593 = -499757.216206
  nChanged 75
		SP:Iteration 17Q (21096.010000 sec): 3 clusters
  Score: Raw -502659.165792 + Penalty 2878.229593 = -499780.936199
  nChanged 58
		SP:Iteration 18Q (21096.210000 sec): 3 clusters
  Score: Raw -502673.164938 + Penalty 2878.229593 = -499794.935345
  nChanged 41
		SP:Iteration 19Q (21096.420000 sec): 3 clusters
  Score: Raw -502681.923375 + Penalty 2878.229593 = -499803.693782
  nChanged 31
		SP:Iteration 20F (21096.620000 sec): 3 clusters
  Score: Raw -502690.458020 + Penalty 2878.229593 = -499812.228427
  nChanged 35
		SP:Iteration 21Q (21096.820000 sec): 3 clusters
  Score: Raw -502701.582716 + Penalty 2878.229593 = -499823.353123
  nChanged 36
		SP:Iteration 22Q (21097.020000 sec): 3 clusters
  Score: Raw -502712.092505 + Penalty 2878.229593 = -499833.862912
  nChanged 49
		SP:Iteration 23Q (21097.230000 sec): 3 clusters
  Score: Raw -502727.716868 + Penalty 2878.229593 = -499849.487275
  nChanged 51
		SP:Iteration 24Q (21097.430000 sec): 3 clusters
  Score: Raw -502741.687546 + Penalty 2878.229593 = -499863.457953
  nChanged 40
		SP:Iteration 25Q (21097.640000 sec): 3 clusters
  Score: Raw -502753.158302 + Penalty 2878.229593 = -499874.928709
  nChanged 41
		SP:Iteration 26Q (21097.840000 sec): 3 clusters
  Score: Raw -502763.198213 + Penalty 2878.229593 = -499884.968620
  nChanged 39
		SP:Iteration 27Q (21098.040000 sec): 3 clusters
  Score: Raw -502772.709543 + Penalty 2878.229593 = -499894.479951
  nChanged 35
		SP:Iteration 28Q (21098.290000 sec): 3 clusters
  Score: Raw -502780.636593 + Penalty 2878.229593 = -499902.407000
  nChanged 33
		SP:Iteration 29Q (21098.450000 sec): 3 clusters
  Score: Raw -502786.597692 + Penalty 2878.229593 = -499908.368099
  nChanged 17
		SP:Iteration 30Q (21098.660000 sec): 3 clusters
  Score: Raw -502789.973124 + Penalty 2878.229593 = -499911.743531
  nChanged 21
		SP:Iteration 31Q (21098.860000 sec): 3 clusters
  Score: Raw -502794.911594 + Penalty 2878.229593 = -499916.682001
  nChanged 22
		SP:Iteration 32Q (21099.060000 sec): 3 clusters
  Score: Raw -502800.348355 + Penalty 2878.229593 = -499922.118762
  nChanged 20
		SP:Iteration 33Q (21099.260000 sec): 3 clusters
  Score: Raw -502806.951767 + Penalty 2878.229593 = -499928.722174
  nChanged 24
		SP:Iteration 34Q (21099.470000 sec): 3 clusters
  Score: Raw -502813.284602 + Penalty 2878.229593 = -499935.055009
  nChanged 29
		SP:Iteration 35Q (21099.670000 sec): 3 clusters
  Score: Raw -502818.431646 + Penalty 2878.229593 = -499940.202053
  nChanged 19
		SP:Iteration 36Q (21099.880000 sec): 3 clusters
  Score: Raw -502822.892218 + Penalty 2878.229593 = -499944.662625
  nChanged 24
		SP:Iteration 37Q (21100.120000 sec): 3 clusters
  Score: Raw -502828.409842 + Penalty 2878.229593 = -499950.180249
  nChanged 20
		SP:Iteration 38Q (21100.190000 sec): 3 clusters
  Score: Raw -502831.776699 + Penalty 2878.229593 = -499953.547106
  nChanged 16
		SP:Iteration 39Q (21100.340000 sec): 3 clusters
  Score: Raw -502834.705080 + Penalty 2878.229593 = -499956.475487
  nChanged 14
		SP:Iteration 40F (21100.540000 sec): 3 clusters
  Score: Raw -502837.440399 + Penalty 2878.229593 = -499959.210806
  nChanged 15
		SP:Iteration 41Q (21100.740000 sec): 3 clusters
  Score: Raw -502840.540096 + Penalty 2878.229593 = -499962.310503
  nChanged 20
		SP:Iteration 42Q (21100.940000 sec): 3 clusters
  Score: Raw -502845.470086 + Penalty 2878.229593 = -499967.240493
  nChanged 24
		SP:Iteration 43Q (21101.140000 sec): 3 clusters
  Score: Raw -502851.673438 + Penalty 2878.229593 = -499973.443845
  nChanged 28
		SP:Iteration 44Q (21101.340000 sec): 3 clusters
  Score: Raw -502858.602996 + Penalty 2878.229593 = -499980.373404
  nChanged 33
		SP:Iteration 45Q (21101.550000 sec): 3 clusters
  Score: Raw -502865.435538 + Penalty 2878.229593 = -499987.205946
  nChanged 25
		SP:Iteration 46Q (21101.750000 sec): 3 clusters
  Score: Raw -502870.578285 + Penalty 2878.229593 = -499992.348692
  nChanged 26
		SP:Iteration 47Q (21101.950000 sec): 3 clusters
  Score: Raw -502874.833248 + Penalty 2878.229593 = -499996.603655
  nChanged 14
		SP:Iteration 48Q (21102.150000 sec): 3 clusters
  Score: Raw -502877.386872 + Penalty 2878.229593 = -499999.157279
  nChanged 17
		SP:Iteration 49Q (21102.360000 sec): 3 clusters
  Score: Raw -502881.578860 + Penalty 2878.229593 = -500003.349267
  nChanged 16
		SP:Iteration 50Q (21102.560000 sec): 3 clusters
  Score: Raw -502883.873942 + Penalty 2878.229593 = -500005.644349
  nChanged 21
		SP:Iteration 51Q (21102.760000 sec): 3 clusters
  Score: Raw -502887.319515 + Penalty 2878.229593 = -500009.089922
  nChanged 13
		SP:Iteration 52Q (21102.960000 sec): 3 clusters
  Score: Raw -502891.214080 + Penalty 2878.229593 = -500012.984487
  nChanged 16
		SP:Iteration 53Q (21103.160000 sec): 3 clusters
  Score: Raw -502895.176430 + Penalty 2878.229593 = -500016.946837
  nChanged 11
		SP:Iteration 54Q (21103.370000 sec): 3 clusters
  Score: Raw -502898.139937 + Penalty 2878.229593 = -500019.910344
  nChanged 16
		SP:Iteration 55Q (21103.570000 sec): 3 clusters
  Score: Raw -502901.282486 + Penalty 2878.229593 = -500023.052893
  nChanged 17
		SP:Iteration 56Q (21103.750000 sec): 3 clusters
  Score: Raw -502905.003020 + Penalty 2878.229593 = -500026.773427
  nChanged 13
		SP:Iteration 57Q (21103.930000 sec): 3 clusters
  Score: Raw -502907.082255 + Penalty 2878.229593 = -500028.852662
  nChanged 11
		SP:Iteration 58Q (21104.110000 sec): 3 clusters
  Score: Raw -502909.196202 + Penalty 2878.229593 = -500030.966609
  nChanged 13
		SP:Iteration 59Q (21104.350000 sec): 3 clusters
  Score: Raw -502911.030734 + Penalty 2878.229593 = -500032.801141
  nChanged 11
		SP:Iteration 60F (21104.500000 sec): 3 clusters
  Score: Raw -502913.868499 + Penalty 2878.229593 = -500035.638906
  nChanged 14
		SP:Iteration 61Q (21104.660000 sec): 3 clusters
  Score: Raw -502916.375345 + Penalty 2878.229593 = -500038.145752
  nChanged 14
		SP:Iteration 62Q (21104.860000 sec): 3 clusters
  Score: Raw -502919.519182 + Penalty 2878.229593 = -500041.289590
  nChanged 14
		SP:Iteration 63Q (21105.030000 sec): 3 clusters
  Score: Raw -502921.563380 + Penalty 2878.229593 = -500043.333787
  nChanged 10
		SP:Iteration 64Q (21105.190000 sec): 3 clusters
  Score: Raw -502923.469324 + Penalty 2878.229593 = -500045.239731
  nChanged 10
		SP:Iteration 65Q (21105.390000 sec): 3 clusters
  Score: Raw -502925.593750 + Penalty 2878.229593 = -500047.364157
  nChanged 6
		SP:Iteration 66Q (21105.610000 sec): 3 clusters
  Score: Raw -502926.500310 + Penalty 2878.229593 = -500048.270717
  nChanged 8
		SP:Iteration 67Q (21105.810000 sec): 3 clusters
  Score: Raw -502928.499633 + Penalty 2878.229593 = -500050.270040
  nChanged 13
		SP:Iteration 68Q (21105.960000 sec): 3 clusters
  Score: Raw -502932.458010 + Penalty 2878.229593 = -500054.228417
  nChanged 16
		SP:Iteration 69Q (21106.120000 sec): 3 clusters
  Score: Raw -502937.188435 + Penalty 2878.229593 = -500058.958842
  nChanged 27
		SP:Iteration 70Q (21106.280000 sec): 3 clusters
  Score: Raw -502943.929859 + Penalty 2878.229593 = -500065.700266
  nChanged 24
		SP:Iteration 71Q (21106.440000 sec): 3 clusters
  Score: Raw -502948.046471 + Penalty 2878.229593 = -500069.816878
  nChanged 22
		SP:Iteration 72Q (21106.590000 sec): 3 clusters
  Score: Raw -502953.582278 + Penalty 2878.229593 = -500075.352685
  nChanged 22
		SP:Iteration 73Q (21106.750000 sec): 3 clusters
  Score: Raw -502957.957669 + Penalty 2878.229593 = -500079.728076
  nChanged 18
		SP:Iteration 74Q (21106.920000 sec): 3 clusters
  Score: Raw -502962.241824 + Penalty 2878.229593 = -500084.012231
  nChanged 21
		SP:Iteration 75Q (21107.110000 sec): 3 clusters
  Score: Raw -502965.634332 + Penalty 2878.229593 = -500087.404739
  nChanged 15
		SP:Iteration 76Q (21107.270000 sec): 3 clusters
  Score: Raw -502967.637125 + Penalty 2878.229593 = -500089.407533
  nChanged 11
		SP:Iteration 77Q (21107.440000 sec): 3 clusters
  Score: Raw -502969.708272 + Penalty 2878.229593 = -500091.478679
  nChanged 11
		SP:Iteration 78Q (21107.690000 sec): 3 clusters
  Score: Raw -502971.228832 + Penalty 2878.229593 = -500092.999239
  nChanged 4
		SP:Iteration 79Q (21107.900000 sec): 3 clusters
  Score: Raw -502971.872488 + Penalty 2878.229593 = -500093.642895
  nChanged 4
		SP:Iteration 80F (21108.090000 sec): 3 clusters
  Score: Raw -502972.683675 + Penalty 2878.229593 = -500094.454082
  nChanged 5
		SP:Iteration 81Q (21108.240000 sec): 3 clusters
  Score: Raw -502973.682142 + Penalty 2878.229593 = -500095.452549
  nChanged 5
		SP:Iteration 82Q (21108.450000 sec): 3 clusters
  Score: Raw -502974.640976 + Penalty 2878.229593 = -500096.411383
  nChanged 3
		SP:Iteration 83Q (21108.640000 sec): 3 clusters
  Score: Raw -502975.305692 + Penalty 2878.229593 = -500097.076099
  nChanged 2
		SP:Iteration 84Q (21108.820000 sec): 3 clusters
  Score: Raw -502975.781151 + Penalty 2878.229593 = -500097.551558
  nChanged 3
		SP:Iteration 85Q (21109.010000 sec): 3 clusters
  Score: Raw -502976.038413 + Penalty 2878.229593 = -500097.808820
  nChanged 3
		SP:Iteration 86Q (21109.190000 sec): 3 clusters
  Score: Raw -502976.513602 + Penalty 2878.229593 = -500098.284009
  nChanged 2
		SP:Iteration 87Q (21109.360000 sec): 3 clusters
  Score: Raw -502976.653382 + Penalty 2878.229593 = -500098.423789
  nChanged 1
		SP:Iteration 88Q (21109.580000 sec): 3 clusters
  Score: Raw -502976.709936 + Penalty 2878.229593 = -500098.480343
  nChanged 0
		SP:Iteration 89F (21109.740000 sec): 3 clusters
  Score: Raw -502976.709936 + Penalty 2878.229593 = -500098.480343
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (3795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21109.820000 sec): 2 clusters
  Score: Raw -299528.600317 + Penalty 1339.233950 = -298189.366367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21109.950000 sec): 3 clusters
  Score: Raw -297638.450846 + Penalty 2678.467899 = -294959.982947
  nChanged 1520
		SP:Iteration 1F (21110.120000 sec): 3 clusters
  Score: Raw -298663.771176 + Penalty 2678.467899 = -295985.303277
  nChanged 337
		SP:Iteration 2F (21110.280000 sec): 3 clusters
  Score: Raw -298948.002501 + Penalty 2678.467899 = -296269.534602
  nChanged 248
		SP:Iteration 3F (21110.440000 sec): 3 clusters
  Score: Raw -299136.684040 + Penalty 2678.467899 = -296458.216141
  nChanged 199
		SP:Iteration 4F (21110.580000 sec): 3 clusters
  Score: Raw -299309.323495 + Penalty 2678.467899 = -296630.855596
  nChanged 167
		SP:Iteration 5Q (21110.750000 sec): 3 clusters
  Score: Raw -299449.387990 + Penalty 2678.467899 = -296770.920091
  nChanged 163
		SP:Iteration 6Q (21110.900000 sec): 3 clusters
  Score: Raw -299576.307679 + Penalty 2678.467899 = -296897.839780
  nChanged 151
		SP:Iteration 7Q (21111.050000 sec): 3 clusters
  Score: Raw -299677.806781 + Penalty 2678.467899 = -296999.338882
  nChanged 108
		SP:Iteration 8Q (21111.230000 sec): 3 clusters
  Score: Raw -299742.127561 + Penalty 2678.467899 = -297063.659662
  nChanged 90
		SP:Iteration 9Q (21111.360000 sec): 3 clusters
  Score: Raw -299792.740892 + Penalty 2678.467899 = -297114.272993
  nChanged 67
		SP:Iteration 10Q (21111.500000 sec): 3 clusters
  Score: Raw -299822.910118 + Penalty 2678.467899 = -297144.442219
  nChanged 60
		SP:Iteration 11Q (21111.670000 sec): 3 clusters
  Score: Raw -299854.936246 + Penalty 2678.467899 = -297176.468346
  nChanged 59
		SP:Iteration 12Q (21111.820000 sec): 3 clusters
  Score: Raw -299881.234700 + Penalty 2678.467899 = -297202.766801
  nChanged 46
		SP:Iteration 13Q (21112.010000 sec): 3 clusters
  Score: Raw -299897.752195 + Penalty 2678.467899 = -297219.284296
  nChanged 42
		SP:Iteration 14Q (21112.160000 sec): 3 clusters
  Score: Raw -299912.634270 + Penalty 2678.467899 = -297234.166371
  nChanged 35
		SP:Iteration 15Q (21112.300000 sec): 3 clusters
  Score: Raw -299926.655067 + Penalty 2678.467899 = -297248.187168
  nChanged 29
		SP:Iteration 16Q (21112.470000 sec): 3 clusters
  Score: Raw -299939.398178 + Penalty 2678.467899 = -297260.930278
  nChanged 28
		SP:Iteration 17Q (21112.670000 sec): 3 clusters
  Score: Raw -299950.067804 + Penalty 2678.467899 = -297271.599905
  nChanged 31
		SP:Iteration 18Q (21112.830000 sec): 3 clusters
  Score: Raw -299959.816601 + Penalty 2678.467899 = -297281.348701
  nChanged 21
		SP:Iteration 19Q (21113.000000 sec): 3 clusters
  Score: Raw -299965.113131 + Penalty 2678.467899 = -297286.645231
  nChanged 17
		SP:Iteration 20F (21113.170000 sec): 3 clusters
  Score: Raw -299971.947658 + Penalty 2678.467899 = -297293.479758
  nChanged 19
		SP:Iteration 21Q (21113.340000 sec): 3 clusters
  Score: Raw -299979.090879 + Penalty 2678.467899 = -297300.622980
  nChanged 17
		SP:Iteration 22Q (21113.500000 sec): 3 clusters
  Score: Raw -299983.495969 + Penalty 2678.467899 = -297305.028070
  nChanged 9
		SP:Iteration 23Q (21113.640000 sec): 3 clusters
  Score: Raw -299984.919717 + Penalty 2678.467899 = -297306.451818
  nChanged 4
		SP:Iteration 24Q (21113.800000 sec): 3 clusters
  Score: Raw -299986.485651 + Penalty 2678.467899 = -297308.017751
  nChanged 6
		SP:Iteration 25Q (21113.950000 sec): 3 clusters
  Score: Raw -299987.519368 + Penalty 2678.467899 = -297309.051469
  nChanged 3
		SP:Iteration 26Q (21114.140000 sec): 3 clusters
  Score: Raw -299987.951426 + Penalty 2678.467899 = -297309.483527
  nChanged 1
		SP:Iteration 27Q (21114.380000 sec): 3 clusters
  Score: Raw -299988.138899 + Penalty 2678.467899 = -297309.671000
  nChanged 0
		SP:Iteration 28F (21114.480000 sec): 3 clusters
  Score: Raw -299988.138899 + Penalty 2678.467899 = -297309.671000
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (11031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21114.640000 sec): 2 clusters
  Score: Raw -1076273.980385 + Penalty 1512.625525 = -1074761.354860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21114.860000 sec): 3 clusters
  Score: Raw -1069945.807090 + Penalty 3025.251050 = -1066920.556039
  nChanged 4751
		SP:Iteration 1F (21115.130000 sec): 3 clusters
  Score: Raw -1072495.344727 + Penalty 3025.251050 = -1069470.093676
  nChanged 582
		SP:Iteration 2F (21115.340000 sec): 3 clusters
  Score: Raw -1072731.740455 + Penalty 3025.251050 = -1069706.489405
  nChanged 517
		SP:Iteration 3Q (21115.610000 sec): 3 clusters
  Score: Raw -1072931.257110 + Penalty 3025.251050 = -1069906.006060
  nChanged 459
		SP:Iteration 4Q (21115.790000 sec): 3 clusters
  Score: Raw -1073107.931369 + Penalty 3025.251050 = -1070082.680318
  nChanged 414
		SP:Iteration 5Q (21116.020000 sec): 3 clusters
  Score: Raw -1073278.166003 + Penalty 3025.251050 = -1070252.914953
  nChanged 363
		SP:Iteration 6Q (21116.260000 sec): 3 clusters
  Score: Raw -1073424.477526 + Penalty 3025.251050 = -1070399.226475
  nChanged 359
		SP:Iteration 7Q (21116.520000 sec): 3 clusters
  Score: Raw -1073558.801074 + Penalty 3025.251050 = -1070533.550024
  nChanged 343
		SP:Iteration 8Q (21116.710000 sec): 3 clusters
  Score: Raw -1073696.430288 + Penalty 3025.251050 = -1070671.179238
  nChanged 356
		SP:Iteration 9Q (21116.990000 sec): 3 clusters
  Score: Raw -1073861.261546 + Penalty 3025.251050 = -1070836.010496
  nChanged 395
		SP:Iteration 10Q (21117.230000 sec): 3 clusters
  Score: Raw -1074051.166921 + Penalty 3025.251050 = -1071025.915871
  nChanged 425
		SP:Iteration 11Q (21117.480000 sec): 3 clusters
  Score: Raw -1074273.843810 + Penalty 3025.251050 = -1071248.592760
  nChanged 416
		SP:Iteration 12Q (21117.720000 sec): 3 clusters
  Score: Raw -1074507.440370 + Penalty 3025.251050 = -1071482.189320
  nChanged 436
		SP:Iteration 13Q (21117.990000 sec): 3 clusters
  Score: Raw -1074790.480872 + Penalty 3025.251050 = -1071765.229821
  nChanged 448
		SP:Iteration 14Q (21118.250000 sec): 3 clusters
  Score: Raw -1075115.620203 + Penalty 3025.251050 = -1072090.369153
  nChanged 480
		SP:Iteration 15Q (21118.430000 sec): 3 clusters
  Score: Raw -1075480.613134 + Penalty 3025.251050 = -1072455.362084
  nChanged 460
		SP:Iteration 16Q (21118.640000 sec): 3 clusters
  Score: Raw -1075840.449953 + Penalty 3025.251050 = -1072815.198903
  nChanged 427
		SP:Iteration 17Q (21118.860000 sec): 3 clusters
  Score: Raw -1076193.044008 + Penalty 3025.251050 = -1073167.792958
  nChanged 365
		SP:Iteration 18Q (21119.160000 sec): 3 clusters
  Score: Raw -1076512.684130 + Penalty 3025.251050 = -1073487.433080
  nChanged 343
		SP:Iteration 19Q (21119.400000 sec): 3 clusters
  Score: Raw -1076831.880565 + Penalty 3025.251050 = -1073806.629515
  nChanged 295
		SP:Iteration 20F (21119.600000 sec): 3 clusters
  Score: Raw -1077100.219188 + Penalty 3025.251050 = -1074074.968138
  nChanged 256
		SP:Iteration 21Q (21119.840000 sec): 3 clusters
  Score: Raw -1077293.152184 + Penalty 3025.251050 = -1074267.901133
  nChanged 190
		SP:Iteration 22Q (21120.090000 sec): 3 clusters
  Score: Raw -1077382.365018 + Penalty 3025.251050 = -1074357.113968
  nChanged 120
		SP:Iteration 23Q (21120.330000 sec): 3 clusters
  Score: Raw -1077431.781853 + Penalty 3025.251050 = -1074406.530802
  nChanged 95
		SP:Iteration 24Q (21120.530000 sec): 3 clusters
  Score: Raw -1077468.492388 + Penalty 3025.251050 = -1074443.241338
  nChanged 74
		SP:Iteration 25Q (21120.780000 sec): 3 clusters
  Score: Raw -1077489.189980 + Penalty 3025.251050 = -1074463.938930
  nChanged 66
		SP:Iteration 26Q (21121.010000 sec): 3 clusters
  Score: Raw -1077508.028527 + Penalty 3025.251050 = -1074482.777477
  nChanged 60
		SP:Iteration 27Q (21121.220000 sec): 3 clusters
  Score: Raw -1077523.720716 + Penalty 3025.251050 = -1074498.469666
  nChanged 55
		SP:Iteration 28Q (21121.480000 sec): 3 clusters
  Score: Raw -1077538.822650 + Penalty 3025.251050 = -1074513.571599
  nChanged 52
		SP:Iteration 29Q (21121.720000 sec): 3 clusters
  Score: Raw -1077550.679813 + Penalty 3025.251050 = -1074525.428762
  nChanged 44
		SP:Iteration 30Q (21121.920000 sec): 3 clusters
  Score: Raw -1077559.239658 + Penalty 3025.251050 = -1074533.988608
  nChanged 40
		SP:Iteration 31Q (21122.090000 sec): 3 clusters
  Score: Raw -1077567.652391 + Penalty 3025.251050 = -1074542.401341
  nChanged 37
		SP:Iteration 32Q (21122.300000 sec): 3 clusters
  Score: Raw -1077575.836189 + Penalty 3025.251050 = -1074550.585139
  nChanged 37
		SP:Iteration 33Q (21122.570000 sec): 3 clusters
  Score: Raw -1077583.091537 + Penalty 3025.251050 = -1074557.840487
  nChanged 31
		SP:Iteration 34Q (21122.790000 sec): 3 clusters
  Score: Raw -1077588.644085 + Penalty 3025.251050 = -1074563.393035
  nChanged 20
		SP:Iteration 35Q (21123.000000 sec): 3 clusters
  Score: Raw -1077591.737565 + Penalty 3025.251050 = -1074566.486515
  nChanged 26
		SP:Iteration 36Q (21123.250000 sec): 3 clusters
  Score: Raw -1077597.002638 + Penalty 3025.251050 = -1074571.751588
  nChanged 24
		SP:Iteration 37Q (21123.480000 sec): 3 clusters
  Score: Raw -1077601.852145 + Penalty 3025.251050 = -1074576.601094
  nChanged 21
		SP:Iteration 38Q (21123.730000 sec): 3 clusters
  Score: Raw -1077605.576535 + Penalty 3025.251050 = -1074580.325485
  nChanged 19
		SP:Iteration 39Q (21123.890000 sec): 3 clusters
  Score: Raw -1077608.376326 + Penalty 3025.251050 = -1074583.125276
  nChanged 19
		SP:Iteration 40F (21124.120000 sec): 3 clusters
  Score: Raw -1077610.345326 + Penalty 3025.251050 = -1074585.094276
  nChanged 18
		SP:Iteration 41Q (21124.350000 sec): 3 clusters
  Score: Raw -1077612.977811 + Penalty 3025.251050 = -1074587.726760
  nChanged 19
		SP:Iteration 42Q (21124.500000 sec): 3 clusters
  Score: Raw -1077616.194573 + Penalty 3025.251050 = -1074590.943523
  nChanged 25
		SP:Iteration 43Q (21124.660000 sec): 3 clusters
  Score: Raw -1077619.880337 + Penalty 3025.251050 = -1074594.629286
  nChanged 20
		SP:Iteration 44Q (21124.860000 sec): 3 clusters
  Score: Raw -1077622.961549 + Penalty 3025.251050 = -1074597.710499
  nChanged 22
		SP:Iteration 45Q (21125.070000 sec): 3 clusters
  Score: Raw -1077626.904997 + Penalty 3025.251050 = -1074601.653947
  nChanged 23
		SP:Iteration 46Q (21125.300000 sec): 3 clusters
  Score: Raw -1077630.430711 + Penalty 3025.251050 = -1074605.179661
  nChanged 25
		SP:Iteration 47Q (21125.500000 sec): 3 clusters
  Score: Raw -1077635.310366 + Penalty 3025.251050 = -1074610.059316
  nChanged 34
		SP:Iteration 48Q (21125.740000 sec): 3 clusters
  Score: Raw -1077644.409611 + Penalty 3025.251050 = -1074619.158561
  nChanged 45
		SP:Iteration 49Q (21125.880000 sec): 3 clusters
  Score: Raw -1077658.782335 + Penalty 3025.251050 = -1074633.531285
  nChanged 50
		SP:Iteration 50Q (21126.070000 sec): 3 clusters
  Score: Raw -1077672.689954 + Penalty 3025.251050 = -1074647.438904
  nChanged 58
		SP:Iteration 51Q (21126.330000 sec): 3 clusters
  Score: Raw -1077688.953149 + Penalty 3025.251050 = -1074663.702099
  nChanged 57
		SP:Iteration 52Q (21126.520000 sec): 3 clusters
  Score: Raw -1077703.318213 + Penalty 3025.251050 = -1074678.067162
  nChanged 46
		SP:Iteration 53Q (21126.750000 sec): 3 clusters
  Score: Raw -1077713.410178 + Penalty 3025.251050 = -1074688.159127
  nChanged 36
		SP:Iteration 54Q (21126.970000 sec): 3 clusters
  Score: Raw -1077720.886225 + Penalty 3025.251050 = -1074695.635175
  nChanged 39
		SP:Iteration 55Q (21127.200000 sec): 3 clusters
  Score: Raw -1077728.535751 + Penalty 3025.251050 = -1074703.284700
  nChanged 33
		SP:Iteration 56Q (21127.480000 sec): 3 clusters
  Score: Raw -1077736.524502 + Penalty 3025.251050 = -1074711.273452
  nChanged 42
		SP:Iteration 57Q (21127.670000 sec): 3 clusters
  Score: Raw -1077745.659080 + Penalty 3025.251050 = -1074720.408030
  nChanged 28
		SP:Iteration 58Q (21127.890000 sec): 3 clusters
  Score: Raw -1077750.369947 + Penalty 3025.251050 = -1074725.118897
  nChanged 24
		SP:Iteration 59Q (21128.100000 sec): 3 clusters
  Score: Raw -1077754.734910 + Penalty 3025.251050 = -1074729.483860
  nChanged 22
		SP:Iteration 60F (21128.290000 sec): 3 clusters
  Score: Raw -1077758.352314 + Penalty 3025.251050 = -1074733.101264
  nChanged 19
		SP:Iteration 61Q (21128.540000 sec): 3 clusters
  Score: Raw -1077761.541904 + Penalty 3025.251050 = -1074736.290853
  nChanged 14
		SP:Iteration 62Q (21128.740000 sec): 3 clusters
  Score: Raw -1077763.550753 + Penalty 3025.251050 = -1074738.299703
  nChanged 14
		SP:Iteration 63Q (21129.020000 sec): 3 clusters
  Score: Raw -1077765.286407 + Penalty 3025.251050 = -1074740.035356
  nChanged 12
		SP:Iteration 64Q (21129.230000 sec): 3 clusters
  Score: Raw -1077766.916719 + Penalty 3025.251050 = -1074741.665668
  nChanged 7
		SP:Iteration 65Q (21129.450000 sec): 3 clusters
  Score: Raw -1077767.602934 + Penalty 3025.251050 = -1074742.351884
  nChanged 3
		SP:Iteration 66Q (21129.680000 sec): 3 clusters
  Score: Raw -1077767.740841 + Penalty 3025.251050 = -1074742.489791
  nChanged 4
		SP:Iteration 67Q (21129.880000 sec): 3 clusters
  Score: Raw -1077768.084381 + Penalty 3025.251050 = -1074742.833331
  nChanged 0
		SP:Iteration 68F (21130.120000 sec): 3 clusters
  Score: Raw -1077768.084381 + Penalty 3025.251050 = -1074742.833331
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (10297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21130.220000 sec): 2 clusters
  Score: Raw -939738.456046 + Penalty 1501.436279 = -938237.019767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21130.460000 sec): 3 clusters
  Score: Raw -933851.538090 + Penalty 3002.872558 = -930848.665533
  nChanged 4470
		SP:Iteration 1F (21130.730000 sec): 3 clusters
  Score: Raw -936579.617223 + Penalty 3002.872558 = -933576.744666
  nChanged 760
		SP:Iteration 2F (21130.880000 sec): 3 clusters
  Score: Raw -937029.479726 + Penalty 3002.872558 = -934026.607169
  nChanged 699
		SP:Iteration 3F (21131.140000 sec): 3 clusters
  Score: Raw -937496.412313 + Penalty 3002.872558 = -934493.539755
  nChanged 690
		SP:Iteration 4F (21131.370000 sec): 3 clusters
  Score: Raw -937944.604558 + Penalty 3002.872558 = -934941.732000
  nChanged 585
		SP:Iteration 5F (21131.540000 sec): 3 clusters
  Score: Raw -938278.749364 + Penalty 3002.872558 = -935275.876807
  nChanged 483
		SP:Iteration 6Q (21131.740000 sec): 3 clusters
  Score: Raw -938530.557038 + Penalty 3002.872558 = -935527.684481
  nChanged 405
		SP:Iteration 7Q (21131.980000 sec): 3 clusters
  Score: Raw -938707.182128 + Penalty 3002.872558 = -935704.309571
  nChanged 325
		SP:Iteration 8Q (21132.180000 sec): 3 clusters
  Score: Raw -938839.390591 + Penalty 3002.872558 = -935836.518033
  nChanged 245
		SP:Iteration 9Q (21132.390000 sec): 3 clusters
  Score: Raw -938924.628129 + Penalty 3002.872558 = -935921.755572
  nChanged 191
		SP:Iteration 10Q (21132.600000 sec): 3 clusters
  Score: Raw -938990.978687 + Penalty 3002.872558 = -935988.106130
  nChanged 179
		SP:Iteration 11Q (21132.810000 sec): 3 clusters
  Score: Raw -939056.809283 + Penalty 3002.872558 = -936053.936725
  nChanged 167
		SP:Iteration 12Q (21133.100000 sec): 3 clusters
  Score: Raw -939116.692563 + Penalty 3002.872558 = -936113.820005
  nChanged 136
		SP:Iteration 13Q (21133.290000 sec): 3 clusters
  Score: Raw -939161.970604 + Penalty 3002.872558 = -936159.098046
  nChanged 116
		SP:Iteration 14Q (21133.540000 sec): 3 clusters
  Score: Raw -939197.230534 + Penalty 3002.872558 = -936194.357976
  nChanged 108
		SP:Iteration 15Q (21133.800000 sec): 3 clusters
  Score: Raw -939228.937782 + Penalty 3002.872558 = -936226.065224
  nChanged 100
		SP:Iteration 16Q (21134.060000 sec): 3 clusters
  Score: Raw -939257.299696 + Penalty 3002.872558 = -936254.427139
  nChanged 98
		SP:Iteration 17Q (21134.280000 sec): 3 clusters
  Score: Raw -939285.025948 + Penalty 3002.872558 = -936282.153391
  nChanged 100
		SP:Iteration 18Q (21134.500000 sec): 3 clusters
  Score: Raw -939317.981887 + Penalty 3002.872558 = -936315.109330
  nChanged 104
		SP:Iteration 19Q (21134.720000 sec): 3 clusters
  Score: Raw -939352.413469 + Penalty 3002.872558 = -936349.540912
  nChanged 127
		SP:Iteration 20F (21134.950000 sec): 3 clusters
  Score: Raw -939390.481723 + Penalty 3002.872558 = -936387.609165
  nChanged 125
		SP:Iteration 21Q (21135.170000 sec): 3 clusters
  Score: Raw -939430.127240 + Penalty 3002.872558 = -936427.254682
  nChanged 119
		SP:Iteration 22Q (21135.390000 sec): 3 clusters
  Score: Raw -939465.805695 + Penalty 3002.872558 = -936462.933137
  nChanged 114
		SP:Iteration 23Q (21135.610000 sec): 3 clusters
  Score: Raw -939499.978818 + Penalty 3002.872558 = -936497.106261
  nChanged 115
		SP:Iteration 24Q (21135.830000 sec): 3 clusters
  Score: Raw -939531.516510 + Penalty 3002.872558 = -936528.643952
  nChanged 116
		SP:Iteration 25Q (21136.050000 sec): 3 clusters
  Score: Raw -939561.766521 + Penalty 3002.872558 = -936558.893963
  nChanged 117
		SP:Iteration 26Q (21136.270000 sec): 3 clusters
  Score: Raw -939594.665386 + Penalty 3002.872558 = -936591.792828
  nChanged 116
		SP:Iteration 27Q (21136.490000 sec): 3 clusters
  Score: Raw -939626.591932 + Penalty 3002.872558 = -936623.719374
  nChanged 111
		SP:Iteration 28Q (21136.700000 sec): 3 clusters
  Score: Raw -939655.179978 + Penalty 3002.872558 = -936652.307421
  nChanged 112
		SP:Iteration 29Q (21136.910000 sec): 3 clusters
  Score: Raw -939683.205752 + Penalty 3002.872558 = -936680.333194
  nChanged 107
		SP:Iteration 30Q (21137.120000 sec): 3 clusters
  Score: Raw -939710.020616 + Penalty 3002.872558 = -936707.148058
  nChanged 111
		SP:Iteration 31Q (21137.340000 sec): 3 clusters
  Score: Raw -939735.594244 + Penalty 3002.872558 = -936732.721686
  nChanged 101
		SP:Iteration 32Q (21137.610000 sec): 3 clusters
  Score: Raw -939761.329219 + Penalty 3002.872558 = -936758.456661
  nChanged 99
		SP:Iteration 33Q (21137.830000 sec): 3 clusters
  Score: Raw -939786.323366 + Penalty 3002.872558 = -936783.450808
  nChanged 88
		SP:Iteration 34Q (21138.040000 sec): 3 clusters
  Score: Raw -939806.064501 + Penalty 3002.872558 = -936803.191944
  nChanged 91
		SP:Iteration 35Q (21138.250000 sec): 3 clusters
  Score: Raw -939825.745141 + Penalty 3002.872558 = -936822.872583
  nChanged 78
		SP:Iteration 36Q (21138.410000 sec): 3 clusters
  Score: Raw -939843.945683 + Penalty 3002.872558 = -936841.073126
  nChanged 77
		SP:Iteration 37Q (21138.670000 sec): 3 clusters
  Score: Raw -939859.006446 + Penalty 3002.872558 = -936856.133888
  nChanged 72
		SP:Iteration 38Q (21138.930000 sec): 3 clusters
  Score: Raw -939872.026437 + Penalty 3002.872558 = -936869.153879
  nChanged 50
		SP:Iteration 39Q (21139.150000 sec): 3 clusters
  Score: Raw -939881.666996 + Penalty 3002.872558 = -936878.794439
  nChanged 61
		SP:Iteration 40F (21139.370000 sec): 3 clusters
  Score: Raw -939895.202732 + Penalty 3002.872558 = -936892.330174
  nChanged 76
		SP:Iteration 41Q (21139.590000 sec): 3 clusters
  Score: Raw -939913.531590 + Penalty 3002.872558 = -936910.659033
  nChanged 65
		SP:Iteration 42Q (21139.810000 sec): 3 clusters
  Score: Raw -939925.437949 + Penalty 3002.872558 = -936922.565391
  nChanged 66
		SP:Iteration 43Q (21140.120000 sec): 3 clusters
  Score: Raw -939938.118133 + Penalty 3002.872558 = -936935.245576
  nChanged 55
		SP:Iteration 44Q (21140.350000 sec): 3 clusters
  Score: Raw -939951.215302 + Penalty 3002.872558 = -936948.342745
  nChanged 70
		SP:Iteration 45Q (21140.570000 sec): 3 clusters
  Score: Raw -939966.956165 + Penalty 3002.872558 = -936964.083608
  nChanged 63
		SP:Iteration 46Q (21140.790000 sec): 3 clusters
  Score: Raw -939980.072757 + Penalty 3002.872558 = -936977.200199
  nChanged 61
		SP:Iteration 47Q (21141.010000 sec): 3 clusters
  Score: Raw -939991.927095 + Penalty 3002.872558 = -936989.054537
  nChanged 47
		SP:Iteration 48Q (21141.230000 sec): 3 clusters
  Score: Raw -940002.412037 + Penalty 3002.872558 = -936999.539480
  nChanged 59
		SP:Iteration 49Q (21141.450000 sec): 3 clusters
  Score: Raw -940015.462677 + Penalty 3002.872558 = -937012.590120
  nChanged 55
		SP:Iteration 50Q (21141.670000 sec): 3 clusters
  Score: Raw -940028.164777 + Penalty 3002.872558 = -937025.292220
  nChanged 66
		SP:Iteration 51Q (21141.820000 sec): 3 clusters
  Score: Raw -940043.545951 + Penalty 3002.872558 = -937040.673394
  nChanged 60
		SP:Iteration 52Q (21142.030000 sec): 3 clusters
  Score: Raw -940057.476990 + Penalty 3002.872558 = -937054.604433
  nChanged 62
		SP:Iteration 53Q (21142.310000 sec): 3 clusters
  Score: Raw -940076.019181 + Penalty 3002.872558 = -937073.146623
  nChanged 64
		SP:Iteration 54Q (21142.530000 sec): 3 clusters
  Score: Raw -940094.949405 + Penalty 3002.872558 = -937092.076847
  nChanged 67
		SP:Iteration 55Q (21142.750000 sec): 3 clusters
  Score: Raw -940112.854349 + Penalty 3002.872558 = -937109.981792
  nChanged 68
		SP:Iteration 56Q (21142.970000 sec): 3 clusters
  Score: Raw -940130.926080 + Penalty 3002.872558 = -937128.053522
  nChanged 53
		SP:Iteration 57Q (21143.190000 sec): 3 clusters
  Score: Raw -940144.227400 + Penalty 3002.872558 = -937141.354842
  nChanged 54
		SP:Iteration 58Q (21143.410000 sec): 3 clusters
  Score: Raw -940156.492259 + Penalty 3002.872558 = -937153.619701
  nChanged 53
		SP:Iteration 59Q (21143.630000 sec): 3 clusters
  Score: Raw -940168.729886 + Penalty 3002.872558 = -937165.857328
  nChanged 47
		SP:Iteration 60F (21143.780000 sec): 3 clusters
  Score: Raw -940180.623212 + Penalty 3002.872558 = -937177.750655
  nChanged 44
		SP:Iteration 61Q (21144.050000 sec): 3 clusters
  Score: Raw -940190.368051 + Penalty 3002.872558 = -937187.495494
  nChanged 43
		SP:Iteration 62Q (21144.310000 sec): 3 clusters
  Score: Raw -940199.606582 + Penalty 3002.872558 = -937196.734024
  nChanged 29
		SP:Iteration 63Q (21144.450000 sec): 3 clusters
  Score: Raw -940205.156986 + Penalty 3002.872558 = -937202.284428
  nChanged 26
		SP:Iteration 64Q (21144.590000 sec): 3 clusters
  Score: Raw -940209.923402 + Penalty 3002.872558 = -937207.050845
  nChanged 24
		SP:Iteration 65Q (21144.820000 sec): 3 clusters
  Score: Raw -940216.573421 + Penalty 3002.872558 = -937213.700863
  nChanged 25
		SP:Iteration 66Q (21144.970000 sec): 3 clusters
  Score: Raw -940223.394662 + Penalty 3002.872558 = -937220.522104
  nChanged 31
		SP:Iteration 67Q (21145.130000 sec): 3 clusters
  Score: Raw -940231.347121 + Penalty 3002.872558 = -937228.474564
  nChanged 29
		SP:Iteration 68Q (21145.380000 sec): 3 clusters
  Score: Raw -940240.386509 + Penalty 3002.872558 = -937237.513951
  nChanged 34
		SP:Iteration 69Q (21145.640000 sec): 3 clusters
  Score: Raw -940250.190838 + Penalty 3002.872558 = -937247.318280
  nChanged 33
		SP:Iteration 70Q (21145.860000 sec): 3 clusters
  Score: Raw -940258.589198 + Penalty 3002.872558 = -937255.716641
  nChanged 30
		SP:Iteration 71Q (21146.080000 sec): 3 clusters
  Score: Raw -940267.074444 + Penalty 3002.872558 = -937264.201887
  nChanged 27
		SP:Iteration 72Q (21146.300000 sec): 3 clusters
  Score: Raw -940273.851839 + Penalty 3002.872558 = -937270.979282
  nChanged 18
		SP:Iteration 73Q (21146.520000 sec): 3 clusters
  Score: Raw -940279.779181 + Penalty 3002.872558 = -937276.906623
  nChanged 23
		SP:Iteration 74Q (21146.740000 sec): 3 clusters
  Score: Raw -940285.656242 + Penalty 3002.872558 = -937282.783685
  nChanged 25
		SP:Iteration 75Q (21146.970000 sec): 3 clusters
  Score: Raw -940292.125713 + Penalty 3002.872558 = -937289.253155
  nChanged 26
		SP:Iteration 76Q (21147.190000 sec): 3 clusters
  Score: Raw -940298.763609 + Penalty 3002.872558 = -937295.891051
  nChanged 20
		SP:Iteration 77Q (21147.410000 sec): 3 clusters
  Score: Raw -940304.064596 + Penalty 3002.872558 = -937301.192039
  nChanged 21
		SP:Iteration 78Q (21147.630000 sec): 3 clusters
  Score: Raw -940309.475078 + Penalty 3002.872558 = -937306.602520
  nChanged 26
		SP:Iteration 79Q (21147.850000 sec): 3 clusters
  Score: Raw -940315.898451 + Penalty 3002.872558 = -937313.025894
  nChanged 17
		SP:Iteration 80F (21148.070000 sec): 3 clusters
  Score: Raw -940320.633009 + Penalty 3002.872558 = -937317.760451
  nChanged 20
		SP:Iteration 81Q (21148.300000 sec): 3 clusters
  Score: Raw -940325.574616 + Penalty 3002.872558 = -937322.702058
  nChanged 17
		SP:Iteration 82Q (21148.480000 sec): 3 clusters
  Score: Raw -940328.956545 + Penalty 3002.872558 = -937326.083987
  nChanged 18
		SP:Iteration 83Q (21148.700000 sec): 3 clusters
  Score: Raw -940333.677462 + Penalty 3002.872558 = -937330.804905
  nChanged 26
		SP:Iteration 84Q (21148.920000 sec): 3 clusters
  Score: Raw -940339.879276 + Penalty 3002.872558 = -937337.006718
  nChanged 11
		SP:Iteration 85Q (21149.140000 sec): 3 clusters
  Score: Raw -940342.347004 + Penalty 3002.872558 = -937339.474447
  nChanged 9
		SP:Iteration 86Q (21149.360000 sec): 3 clusters
  Score: Raw -940345.125911 + Penalty 3002.872558 = -937342.253353
  nChanged 18
		SP:Iteration 87Q (21149.580000 sec): 3 clusters
  Score: Raw -940349.507302 + Penalty 3002.872558 = -937346.634744
  nChanged 11
		SP:Iteration 88Q (21149.800000 sec): 3 clusters
  Score: Raw -940351.285198 + Penalty 3002.872558 = -937348.412641
  nChanged 5
		SP:Iteration 89Q (21150.020000 sec): 3 clusters
  Score: Raw -940352.402678 + Penalty 3002.872558 = -937349.530120
  nChanged 8
		SP:Iteration 90Q (21150.250000 sec): 3 clusters
  Score: Raw -940353.794129 + Penalty 3002.872558 = -937350.921571
  nChanged 3
		SP:Iteration 91Q (21150.470000 sec): 3 clusters
  Score: Raw -940354.294579 + Penalty 3002.872558 = -937351.422021
  nChanged 3
		SP:Iteration 92Q (21150.690000 sec): 3 clusters
  Score: Raw -940354.687328 + Penalty 3002.872558 = -937351.814771
  nChanged 1
		SP:Iteration 93Q (21150.910000 sec): 3 clusters
  Score: Raw -940354.801055 + Penalty 3002.872558 = -937351.928498
  nChanged 0
		SP:Iteration 94F (21151.140000 sec): 3 clusters
  Score: Raw -940354.801055 + Penalty 3002.872558 = -937351.928498
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (20198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21151.400000 sec): 2 clusters
  Score: Raw -1911949.110025 + Penalty 1610.917566 = -1910338.192458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21151.710000 sec): 3 clusters
  Score: Raw -1899813.052440 + Penalty 3221.835132 = -1896591.217308
  nChanged 9170
		SP:Iteration 1F (21152.030000 sec): 3 clusters
  Score: Raw -1904993.776938 + Penalty 3221.835132 = -1901771.941805
  nChanged 1137
		SP:Iteration 2F (21152.350000 sec): 3 clusters
  Score: Raw -1905443.996574 + Penalty 3221.835132 = -1902222.161442
  nChanged 1059
		SP:Iteration 3F (21152.770000 sec): 3 clusters
  Score: Raw -1905852.182070 + Penalty 3221.835132 = -1902630.346938
  nChanged 984
		SP:Iteration 4Q (21153.080000 sec): 3 clusters
  Score: Raw -1906224.818324 + Penalty 3221.835132 = -1903002.983192
  nChanged 944
		SP:Iteration 5Q (21153.430000 sec): 3 clusters
  Score: Raw -1906575.974513 + Penalty 3221.835132 = -1903354.139381
  nChanged 838
		SP:Iteration 6Q (21153.790000 sec): 3 clusters
  Score: Raw -1906881.706709 + Penalty 3221.835132 = -1903659.871577
  nChanged 747
		SP:Iteration 7Q (21154.090000 sec): 3 clusters
  Score: Raw -1907148.108751 + Penalty 3221.835132 = -1903926.273618
  nChanged 714
		SP:Iteration 8Q (21154.410000 sec): 3 clusters
  Score: Raw -1907398.115098 + Penalty 3221.835132 = -1904176.279966
  nChanged 680
		SP:Iteration 9Q (21154.740000 sec): 3 clusters
  Score: Raw -1907648.193645 + Penalty 3221.835132 = -1904426.358513
  nChanged 693
		SP:Iteration 10Q (21155.070000 sec): 3 clusters
  Score: Raw -1907925.233978 + Penalty 3221.835132 = -1904703.398846
  nChanged 701
		SP:Iteration 11Q (21155.400000 sec): 3 clusters
  Score: Raw -1908228.129094 + Penalty 3221.835132 = -1905006.293962
  nChanged 711
		SP:Iteration 12Q (21155.720000 sec): 3 clusters
  Score: Raw -1908539.082860 + Penalty 3221.835132 = -1905317.247728
  nChanged 706
		SP:Iteration 13Q (21156.060000 sec): 3 clusters
  Score: Raw -1908870.047106 + Penalty 3221.835132 = -1905648.211973
  nChanged 725
		SP:Iteration 14Q (21156.390000 sec): 3 clusters
  Score: Raw -1909256.670655 + Penalty 3221.835132 = -1906034.835522
  nChanged 716
		SP:Iteration 15Q (21156.720000 sec): 3 clusters
  Score: Raw -1909693.053384 + Penalty 3221.835132 = -1906471.218252
  nChanged 772
		SP:Iteration 16Q (21157.050000 sec): 3 clusters
  Score: Raw -1910200.110268 + Penalty 3221.835132 = -1906978.275136
  nChanged 694
		SP:Iteration 17Q (21157.380000 sec): 3 clusters
  Score: Raw -1910674.895047 + Penalty 3221.835132 = -1907453.059915
  nChanged 589
		SP:Iteration 18Q (21157.680000 sec): 3 clusters
  Score: Raw -1911101.457993 + Penalty 3221.835132 = -1907879.622861
  nChanged 445
		SP:Iteration 19Q (21157.980000 sec): 3 clusters
  Score: Raw -1911420.330368 + Penalty 3221.835132 = -1908198.495236
  nChanged 306
		SP:Iteration 20F (21158.310000 sec): 3 clusters
  Score: Raw -1911633.945906 + Penalty 3221.835132 = -1908412.110774
  nChanged 208
		SP:Iteration 21Q (21158.600000 sec): 3 clusters
  Score: Raw -1911772.632758 + Penalty 3221.835132 = -1908550.797626
  nChanged 137
		SP:Iteration 22Q (21158.900000 sec): 3 clusters
  Score: Raw -1911856.629040 + Penalty 3221.835132 = -1908634.793908
  nChanged 89
		SP:Iteration 23Q (21159.190000 sec): 3 clusters
  Score: Raw -1911913.100450 + Penalty 3221.835132 = -1908691.265317
  nChanged 54
		SP:Iteration 24Q (21159.480000 sec): 3 clusters
  Score: Raw -1911948.173546 + Penalty 3221.835132 = -1908726.338413
  nChanged 43
		SP:Iteration 25Q (21159.780000 sec): 3 clusters
  Score: Raw -1911983.255839 + Penalty 3221.835132 = -1908761.420707
  nChanged 51
		SP:Iteration 26Q (21160.120000 sec): 3 clusters
  Score: Raw -1912018.037969 + Penalty 3221.835132 = -1908796.202836
  nChanged 31
		SP:Iteration 27Q (21160.440000 sec): 3 clusters
  Score: Raw -1912040.236522 + Penalty 3221.835132 = -1908818.401390
  nChanged 24
		SP:Iteration 28Q (21160.690000 sec): 3 clusters
  Score: Raw -1912058.721366 + Penalty 3221.835132 = -1908836.886234
  nChanged 24
		SP:Iteration 29Q (21160.980000 sec): 3 clusters
  Score: Raw -1912076.868696 + Penalty 3221.835132 = -1908855.033564
  nChanged 18
		SP:Iteration 30Q (21161.280000 sec): 3 clusters
  Score: Raw -1912093.201359 + Penalty 3221.835132 = -1908871.366227
  nChanged 20
		SP:Iteration 31Q (21161.570000 sec): 3 clusters
  Score: Raw -1912109.075490 + Penalty 3221.835132 = -1908887.240358
  nChanged 7
		SP:Iteration 32Q (21161.870000 sec): 3 clusters
  Score: Raw -1912114.763670 + Penalty 3221.835132 = -1908892.928538
  nChanged 8
		SP:Iteration 33Q (21162.160000 sec): 3 clusters
  Score: Raw -1912122.425089 + Penalty 3221.835132 = -1908900.589957
  nChanged 13
		SP:Iteration 34Q (21162.460000 sec): 3 clusters
  Score: Raw -1912134.137784 + Penalty 3221.835132 = -1908912.302652
  nChanged 12
		SP:Iteration 35Q (21162.750000 sec): 3 clusters
  Score: Raw -1912143.636667 + Penalty 3221.835132 = -1908921.801535
  nChanged 7
		SP:Iteration 36Q (21163.040000 sec): 3 clusters
  Score: Raw -1912150.194281 + Penalty 3221.835132 = -1908928.359149
  nChanged 4
		SP:Iteration 37Q (21163.320000 sec): 3 clusters
  Score: Raw -1912153.409373 + Penalty 3221.835132 = -1908931.574241
  nChanged 4
		SP:Iteration 38Q (21163.620000 sec): 3 clusters
  Score: Raw -1912156.069428 + Penalty 3221.835132 = -1908934.234295
  nChanged 4
		SP:Iteration 39Q (21163.910000 sec): 3 clusters
  Score: Raw -1912159.346640 + Penalty 3221.835132 = -1908937.511508
  nChanged 4
		SP:Iteration 40F (21164.240000 sec): 3 clusters
  Score: Raw -1912162.029496 + Penalty 3221.835132 = -1908940.194364
  nChanged 1
		SP:Iteration 41Q (21164.530000 sec): 3 clusters
  Score: Raw -1912162.532503 + Penalty 3221.835132 = -1908940.697371
  nChanged 0
		SP:Iteration 42F (21164.900000 sec): 3 clusters
  Score: Raw -1912162.532503 + Penalty 3221.835132 = -1908940.697371
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (3159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21164.970000 sec): 2 clusters
  Score: Raw -257104.790969 + Penalty 1309.426755 = -255795.364214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21165.150000 sec): 3 clusters
  Score: Raw -255629.675318 + Penalty 2618.853510 = -253010.821808
  nChanged 1219
		SP:Iteration 1F (21165.310000 sec): 3 clusters
  Score: Raw -256575.475913 + Penalty 2618.853510 = -253956.622403
  nChanged 301
		SP:Iteration 2F (21165.470000 sec): 3 clusters
  Score: Raw -256881.579041 + Penalty 2618.853510 = -254262.725531
  nChanged 238
		SP:Iteration 3F (21165.630000 sec): 3 clusters
  Score: Raw -257109.458803 + Penalty 2618.853510 = -254490.605292
  nChanged 182
		SP:Iteration 4F (21165.790000 sec): 3 clusters
  Score: Raw -257249.238048 + Penalty 2618.853510 = -254630.384537
  nChanged 125
		SP:Iteration 5Q (21165.950000 sec): 3 clusters
  Score: Raw -257332.913781 + Penalty 2618.853510 = -254714.060270
  nChanged 84
		SP:Iteration 6Q (21166.110000 sec): 3 clusters
  Score: Raw -257378.262765 + Penalty 2618.853510 = -254759.409254
  nChanged 62
		SP:Iteration 7Q (21166.300000 sec): 3 clusters
  Score: Raw -257410.196054 + Penalty 2618.853510 = -254791.342543
  nChanged 44
		SP:Iteration 8Q (21166.460000 sec): 3 clusters
  Score: Raw -257429.293662 + Penalty 2618.853510 = -254810.440152
  nChanged 32
		SP:Iteration 9Q (21166.630000 sec): 3 clusters
  Score: Raw -257443.138219 + Penalty 2618.853510 = -254824.284709
  nChanged 26
		SP:Iteration 10Q (21166.790000 sec): 3 clusters
  Score: Raw -257455.054442 + Penalty 2618.853510 = -254836.200932
  nChanged 22
		SP:Iteration 11Q (21166.940000 sec): 3 clusters
  Score: Raw -257465.668859 + Penalty 2618.853510 = -254846.815349
  nChanged 23
		SP:Iteration 12Q (21167.120000 sec): 3 clusters
  Score: Raw -257473.612352 + Penalty 2618.853510 = -254854.758842
  nChanged 9
		SP:Iteration 13Q (21167.290000 sec): 3 clusters
  Score: Raw -257476.518292 + Penalty 2618.853510 = -254857.664782
  nChanged 8
		SP:Iteration 14Q (21167.470000 sec): 3 clusters
  Score: Raw -257478.780113 + Penalty 2618.853510 = -254859.926603
  nChanged 7
		SP:Iteration 15Q (21167.630000 sec): 3 clusters
  Score: Raw -257480.948325 + Penalty 2618.853510 = -254862.094814
  nChanged 5
		SP:Iteration 16Q (21167.840000 sec): 3 clusters
  Score: Raw -257482.648035 + Penalty 2618.853510 = -254863.794525
  nChanged 5
		SP:Iteration 17Q (21167.970000 sec): 3 clusters
  Score: Raw -257484.315901 + Penalty 2618.853510 = -254865.462390
  nChanged 6
		SP:Iteration 18Q (21168.110000 sec): 3 clusters
  Score: Raw -257485.725250 + Penalty 2618.853510 = -254866.871740
  nChanged 1
		SP:Iteration 19Q (21168.270000 sec): 3 clusters
  Score: Raw -257485.904236 + Penalty 2618.853510 = -254867.050726
  nChanged 2
		SP:Iteration 20F (21168.430000 sec): 3 clusters
  Score: Raw -257486.638644 + Penalty 2618.853510 = -254867.785134
  nChanged 3
		SP:Iteration 21Q (21168.590000 sec): 3 clusters
  Score: Raw -257488.371076 + Penalty 2618.853510 = -254869.517566
  nChanged 4
		SP:Iteration 22Q (21168.770000 sec): 3 clusters
  Score: Raw -257489.754410 + Penalty 2618.853510 = -254870.900900
  nChanged 5
		SP:Iteration 23Q (21168.910000 sec): 3 clusters
  Score: Raw -257491.449000 + Penalty 2618.853510 = -254872.595490
  nChanged 3
		SP:Iteration 24Q (21169.090000 sec): 3 clusters
  Score: Raw -257492.147199 + Penalty 2618.853510 = -254873.293688
  nChanged 3
		SP:Iteration 25Q (21169.240000 sec): 3 clusters
  Score: Raw -257493.081230 + Penalty 2618.853510 = -254874.227719
  nChanged 3
		SP:Iteration 26Q (21169.400000 sec): 3 clusters
  Score: Raw -257494.163239 + Penalty 2618.853510 = -254875.309729
  nChanged 4
		SP:Iteration 27Q (21169.560000 sec): 3 clusters
  Score: Raw -257496.128636 + Penalty 2618.853510 = -254877.275126
  nChanged 6
		SP:Iteration 28Q (21169.720000 sec): 3 clusters
  Score: Raw -257498.074920 + Penalty 2618.853510 = -254879.221410
  nChanged 5
		SP:Iteration 29Q (21169.870000 sec): 3 clusters
  Score: Raw -257499.735258 + Penalty 2618.853510 = -254880.881748
  nChanged 2
		SP:Iteration 30Q (21170.020000 sec): 3 clusters
  Score: Raw -257500.661388 + Penalty 2618.853510 = -254881.807878
  nChanged 4
		SP:Iteration 31Q (21170.180000 sec): 3 clusters
  Score: Raw -257502.411255 + Penalty 2618.853510 = -254883.557745
  nChanged 3
		SP:Iteration 32Q (21170.340000 sec): 3 clusters
  Score: Raw -257503.879144 + Penalty 2618.853510 = -254885.025633
  nChanged 4
		SP:Iteration 33Q (21170.540000 sec): 3 clusters
  Score: Raw -257505.913247 + Penalty 2618.853510 = -254887.059737
  nChanged 6
		SP:Iteration 34Q (21170.690000 sec): 3 clusters
  Score: Raw -257507.892084 + Penalty 2618.853510 = -254889.038574
  nChanged 4
		SP:Iteration 35Q (21170.850000 sec): 3 clusters
  Score: Raw -257508.841009 + Penalty 2618.853510 = -254889.987498
  nChanged 3
		SP:Iteration 36Q (21171.010000 sec): 3 clusters
  Score: Raw -257509.993769 + Penalty 2618.853510 = -254891.140258
  nChanged 2
		SP:Iteration 37Q (21171.240000 sec): 3 clusters
  Score: Raw -257511.172071 + Penalty 2618.853510 = -254892.318561
  nChanged 6
		SP:Iteration 38Q (21171.370000 sec): 3 clusters
  Score: Raw -257512.827864 + Penalty 2618.853510 = -254893.974354
  nChanged 2
		SP:Iteration 39Q (21171.510000 sec): 3 clusters
  Score: Raw -257513.079500 + Penalty 2618.853510 = -254894.225990
  nChanged 1
		SP:Iteration 40F (21171.670000 sec): 3 clusters
  Score: Raw -257513.205898 + Penalty 2618.853510 = -254894.352388
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21171.800000 sec): 2 clusters
  Score: Raw -80779.393751 + Penalty 1136.663123 = -79642.730628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21171.950000 sec): 3 clusters
  Score: Raw -80424.700271 + Penalty 2273.326245 = -78151.374026
  nChanged 343
		SP:Iteration 1F (21172.110000 sec): 3 clusters
  Score: Raw -80876.373455 + Penalty 2273.326245 = -78603.047209
  nChanged 105
		SP:Iteration 2F (21172.250000 sec): 3 clusters
  Score: Raw -81097.851298 + Penalty 2273.326245 = -78824.525053
  nChanged 81
		SP:Iteration 3F (21172.390000 sec): 3 clusters
  Score: Raw -81262.251088 + Penalty 2273.326245 = -78988.924843
  nChanged 71
		SP:Iteration 4F (21172.530000 sec): 3 clusters
  Score: Raw -81368.814468 + Penalty 2273.326245 = -79095.488222
  nChanged 48
		SP:Iteration 5Q (21172.670000 sec): 3 clusters
  Score: Raw -81432.260472 + Penalty 2273.326245 = -79158.934226
  nChanged 32
		SP:Iteration 6Q (21172.810000 sec): 3 clusters
  Score: Raw -81486.878618 + Penalty 2273.326245 = -79213.552373
  nChanged 27
		SP:Iteration 7Q (21172.970000 sec): 3 clusters
  Score: Raw -81523.223109 + Penalty 2273.326245 = -79249.896863
  nChanged 22
		SP:Iteration 8Q (21173.120000 sec): 3 clusters
  Score: Raw -81552.701264 + Penalty 2273.326245 = -79279.375019
  nChanged 16
		SP:Iteration 9Q (21173.280000 sec): 3 clusters
  Score: Raw -81578.810751 + Penalty 2273.326245 = -79305.484506
  nChanged 16
		SP:Iteration 10Q (21173.430000 sec): 3 clusters
  Score: Raw -81599.762093 + Penalty 2273.326245 = -79326.435848
  nChanged 11
		SP:Iteration 11Q (21173.590000 sec): 3 clusters
  Score: Raw -81615.426314 + Penalty 2273.326245 = -79342.100068
  nChanged 5
		SP:Iteration 12Q (21173.750000 sec): 3 clusters
  Score: Raw -81622.333812 + Penalty 2273.326245 = -79349.007567
  nChanged 1
		SP:Iteration 13Q (21173.900000 sec): 3 clusters
  Score: Raw -81622.596680 + Penalty 2273.326245 = -79349.270434
  nChanged 0
		SP:Iteration 14F (21174.050000 sec): 3 clusters
  Score: Raw -81622.596680 + Penalty 2273.326245 = -79349.270434
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (6527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21174.130000 sec): 2 clusters
  Score: Raw -576408.454325 + Penalty 1427.351689 = -574981.102637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21174.370000 sec): 3 clusters
  Score: Raw -572968.211019 + Penalty 2854.703377 = -570113.507642
  nChanged 2705
		SP:Iteration 1F (21174.570000 sec): 3 clusters
  Score: Raw -574863.694838 + Penalty 2854.703377 = -572008.991461
  nChanged 652
		SP:Iteration 2F (21174.750000 sec): 3 clusters
  Score: Raw -575412.183308 + Penalty 2854.703377 = -572557.479931
  nChanged 523
		SP:Iteration 3F (21174.940000 sec): 3 clusters
  Score: Raw -575795.527823 + Penalty 2854.703377 = -572940.824446
  nChanged 409
		SP:Iteration 4F (21175.130000 sec): 3 clusters
  Score: Raw -576094.930597 + Penalty 2854.703377 = -573240.227220
  nChanged 320
		SP:Iteration 5Q (21175.330000 sec): 3 clusters
  Score: Raw -576289.170592 + Penalty 2854.703377 = -573434.467215
  nChanged 233
		SP:Iteration 6Q (21175.590000 sec): 3 clusters
  Score: Raw -576404.916809 + Penalty 2854.703377 = -573550.213432
  nChanged 178
		SP:Iteration 7Q (21175.740000 sec): 3 clusters
  Score: Raw -576486.406178 + Penalty 2854.703377 = -573631.702800
  nChanged 128
		SP:Iteration 8Q (21175.980000 sec): 3 clusters
  Score: Raw -576541.874250 + Penalty 2854.703377 = -573687.170873
  nChanged 115
		SP:Iteration 9Q (21176.190000 sec): 3 clusters
  Score: Raw -576585.771835 + Penalty 2854.703377 = -573731.068458
  nChanged 94
		SP:Iteration 10Q (21176.340000 sec): 3 clusters
  Score: Raw -576614.090450 + Penalty 2854.703377 = -573759.387073
  nChanged 77
		SP:Iteration 11Q (21176.590000 sec): 3 clusters
  Score: Raw -576639.129505 + Penalty 2854.703377 = -573784.426128
  nChanged 62
		SP:Iteration 12Q (21176.800000 sec): 3 clusters
  Score: Raw -576661.532916 + Penalty 2854.703377 = -573806.829539
  nChanged 64
		SP:Iteration 13Q (21176.980000 sec): 3 clusters
  Score: Raw -576686.060732 + Penalty 2854.703377 = -573831.357355
  nChanged 60
		SP:Iteration 14Q (21177.170000 sec): 3 clusters
  Score: Raw -576702.585137 + Penalty 2854.703377 = -573847.881760
  nChanged 46
		SP:Iteration 15Q (21177.380000 sec): 3 clusters
  Score: Raw -576713.163539 + Penalty 2854.703377 = -573858.460162
  nChanged 35
		SP:Iteration 16Q (21177.550000 sec): 3 clusters
  Score: Raw -576722.990201 + Penalty 2854.703377 = -573868.286824
  nChanged 39
		SP:Iteration 17Q (21177.740000 sec): 3 clusters
  Score: Raw -576734.625042 + Penalty 2854.703377 = -573879.921665
  nChanged 32
		SP:Iteration 18Q (21177.930000 sec): 3 clusters
  Score: Raw -576744.633598 + Penalty 2854.703377 = -573889.930221
  nChanged 31
		SP:Iteration 19Q (21178.120000 sec): 3 clusters
  Score: Raw -576754.861042 + Penalty 2854.703377 = -573900.157665
  nChanged 37
		SP:Iteration 20F (21178.310000 sec): 3 clusters
  Score: Raw -576763.507592 + Penalty 2854.703377 = -573908.804215
  nChanged 28
		SP:Iteration 21Q (21178.490000 sec): 3 clusters
  Score: Raw -576771.014213 + Penalty 2854.703377 = -573916.310836
  nChanged 35
		SP:Iteration 22Q (21178.680000 sec): 3 clusters
  Score: Raw -576782.637422 + Penalty 2854.703377 = -573927.934045
  nChanged 44
		SP:Iteration 23Q (21178.870000 sec): 3 clusters
  Score: Raw -576795.999813 + Penalty 2854.703377 = -573941.296435
  nChanged 44
		SP:Iteration 24Q (21179.060000 sec): 3 clusters
  Score: Raw -576810.668738 + Penalty 2854.703377 = -573955.965361
  nChanged 45
		SP:Iteration 25Q (21179.250000 sec): 3 clusters
  Score: Raw -576823.885385 + Penalty 2854.703377 = -573969.182008
  nChanged 34
		SP:Iteration 26Q (21179.430000 sec): 3 clusters
  Score: Raw -576832.787242 + Penalty 2854.703377 = -573978.083865
  nChanged 37
		SP:Iteration 27Q (21179.630000 sec): 3 clusters
  Score: Raw -576842.869555 + Penalty 2854.703377 = -573988.166178
  nChanged 30
		SP:Iteration 28Q (21179.810000 sec): 3 clusters
  Score: Raw -576850.540195 + Penalty 2854.703377 = -573995.836817
  nChanged 29
		SP:Iteration 29Q (21180.000000 sec): 3 clusters
  Score: Raw -576860.525780 + Penalty 2854.703377 = -574005.822403
  nChanged 38
		SP:Iteration 30Q (21180.190000 sec): 3 clusters
  Score: Raw -576869.447252 + Penalty 2854.703377 = -574014.743875
  nChanged 27
		SP:Iteration 31Q (21180.380000 sec): 3 clusters
  Score: Raw -576874.309754 + Penalty 2854.703377 = -574019.606377
  nChanged 12
		SP:Iteration 32Q (21180.570000 sec): 3 clusters
  Score: Raw -576877.271937 + Penalty 2854.703377 = -574022.568560
  nChanged 18
		SP:Iteration 33Q (21180.760000 sec): 3 clusters
  Score: Raw -576881.056905 + Penalty 2854.703377 = -574026.353528
  nChanged 14
		SP:Iteration 34Q (21180.950000 sec): 3 clusters
  Score: Raw -576883.293649 + Penalty 2854.703377 = -574028.590272
  nChanged 10
		SP:Iteration 35Q (21181.130000 sec): 3 clusters
  Score: Raw -576886.073731 + Penalty 2854.703377 = -574031.370354
  nChanged 13
		SP:Iteration 36Q (21181.330000 sec): 3 clusters
  Score: Raw -576889.316613 + Penalty 2854.703377 = -574034.613236
  nChanged 11
		SP:Iteration 37Q (21181.510000 sec): 3 clusters
  Score: Raw -576891.975310 + Penalty 2854.703377 = -574037.271933
  nChanged 17
		SP:Iteration 38Q (21181.710000 sec): 3 clusters
  Score: Raw -576895.625924 + Penalty 2854.703377 = -574040.922547
  nChanged 14
		SP:Iteration 39Q (21181.890000 sec): 3 clusters
  Score: Raw -576898.782370 + Penalty 2854.703377 = -574044.078992
  nChanged 13
		SP:Iteration 40F (21182.080000 sec): 3 clusters
  Score: Raw -576900.772896 + Penalty 2854.703377 = -574046.069519
  nChanged 8
		SP:Iteration 41Q (21182.260000 sec): 3 clusters
  Score: Raw -576902.371794 + Penalty 2854.703377 = -574047.668417
  nChanged 12
		SP:Iteration 42Q (21182.450000 sec): 3 clusters
  Score: Raw -576903.669330 + Penalty 2854.703377 = -574048.965952
  nChanged 5
		SP:Iteration 43Q (21182.630000 sec): 3 clusters
  Score: Raw -576904.760193 + Penalty 2854.703377 = -574050.056816
  nChanged 6
		SP:Iteration 44Q (21182.820000 sec): 3 clusters
  Score: Raw -576905.678052 + Penalty 2854.703377 = -574050.974675
  nChanged 6
		SP:Iteration 45Q (21183.010000 sec): 3 clusters
  Score: Raw -576906.425195 + Penalty 2854.703377 = -574051.721818
  nChanged 1
		SP:Iteration 46Q (21183.200000 sec): 3 clusters
  Score: Raw -576906.815758 + Penalty 2854.703377 = -574052.112381
  nChanged 3
		SP:Iteration 47Q (21183.390000 sec): 3 clusters
  Score: Raw -576907.224698 + Penalty 2854.703377 = -574052.521321
  nChanged 3
		SP:Iteration 48Q (21183.580000 sec): 3 clusters
  Score: Raw -576908.009130 + Penalty 2854.703377 = -574053.305753
  nChanged 3
		SP:Iteration 49Q (21183.770000 sec): 3 clusters
  Score: Raw -576908.503303 + Penalty 2854.703377 = -574053.799926
  nChanged 2
		SP:Iteration 50Q (21183.950000 sec): 3 clusters
  Score: Raw -576908.791758 + Penalty 2854.703377 = -574054.088381
  nChanged 3
		SP:Iteration 51Q (21184.140000 sec): 3 clusters
  Score: Raw -576909.323539 + Penalty 2854.703377 = -574054.620162
  nChanged 4
		SP:Iteration 52Q (21184.330000 sec): 3 clusters
  Score: Raw -576909.880862 + Penalty 2854.703377 = -574055.177485
  nChanged 5
		SP:Iteration 53Q (21184.520000 sec): 3 clusters
  Score: Raw -576910.730910 + Penalty 2854.703377 = -574056.027533
  nChanged 6
		SP:Iteration 54Q (21184.710000 sec): 3 clusters
  Score: Raw -576911.972268 + Penalty 2854.703377 = -574057.268891
  nChanged 5
		SP:Iteration 55Q (21184.890000 sec): 3 clusters
  Score: Raw -576913.033289 + Penalty 2854.703377 = -574058.329912
  nChanged 7
		SP:Iteration 56Q (21185.080000 sec): 3 clusters
  Score: Raw -576914.030860 + Penalty 2854.703377 = -574059.327483
  nChanged 2
		SP:Iteration 57Q (21185.270000 sec): 3 clusters
  Score: Raw -576914.794938 + Penalty 2854.703377 = -574060.091561
  nChanged 5
		SP:Iteration 58Q (21185.450000 sec): 3 clusters
  Score: Raw -576915.564059 + Penalty 2854.703377 = -574060.860681
  nChanged 4
		SP:Iteration 59Q (21185.640000 sec): 3 clusters
  Score: Raw -576916.481721 + Penalty 2854.703377 = -574061.778344
  nChanged 3
		SP:Iteration 60F (21185.830000 sec): 3 clusters
  Score: Raw -576917.112298 + Penalty 2854.703377 = -574062.408921
  nChanged 3
		SP:Iteration 61Q (21186.020000 sec): 3 clusters
  Score: Raw -576917.524120 + Penalty 2854.703377 = -574062.820743
  nChanged 0
		SP:Iteration 62F (21186.210000 sec): 3 clusters
  Score: Raw -576917.524120 + Penalty 2854.703377 = -574062.820743
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (2749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21186.300000 sec): 2 clusters
  Score: Raw -183538.962207 + Penalty 1286.836279 = -182252.125928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21186.460000 sec): 3 clusters
  Score: Raw -182277.935486 + Penalty 2573.672559 = -179704.262928
  nChanged 1001
		SP:Iteration 1F (21186.620000 sec): 3 clusters
  Score: Raw -182954.780930 + Penalty 2573.672559 = -180381.108372
  nChanged 258
		SP:Iteration 2F (21186.780000 sec): 3 clusters
  Score: Raw -183187.514372 + Penalty 2573.672559 = -180613.841813
  nChanged 179
		SP:Iteration 3F (21186.940000 sec): 3 clusters
  Score: Raw -183333.677515 + Penalty 2573.672559 = -180760.004957
  nChanged 140
		SP:Iteration 4F (21187.100000 sec): 3 clusters
  Score: Raw -183460.176445 + Penalty 2573.672559 = -180886.503886
  nChanged 140
		SP:Iteration 5F (21187.260000 sec): 3 clusters
  Score: Raw -183613.426137 + Penalty 2573.672559 = -181039.753578
  nChanged 145
		SP:Iteration 6F (21187.420000 sec): 3 clusters
  Score: Raw -183746.343389 + Penalty 2573.672559 = -181172.670831
  nChanged 114
		SP:Iteration 7Q (21187.570000 sec): 3 clusters
  Score: Raw -183835.839564 + Penalty 2573.672559 = -181262.167005
  nChanged 80
		SP:Iteration 8Q (21187.730000 sec): 3 clusters
  Score: Raw -183891.370991 + Penalty 2573.672559 = -181317.698432
  nChanged 64
		SP:Iteration 9Q (21187.890000 sec): 3 clusters
  Score: Raw -183929.889735 + Penalty 2573.672559 = -181356.217176
  nChanged 53
		SP:Iteration 10Q (21188.050000 sec): 3 clusters
  Score: Raw -183959.064677 + Penalty 2573.672559 = -181385.392118
  nChanged 34
		SP:Iteration 11Q (21188.210000 sec): 3 clusters
  Score: Raw -183979.438694 + Penalty 2573.672559 = -181405.766135
  nChanged 29
		SP:Iteration 12Q (21188.370000 sec): 3 clusters
  Score: Raw -183995.444107 + Penalty 2573.672559 = -181421.771548
  nChanged 29
		SP:Iteration 13Q (21188.530000 sec): 3 clusters
  Score: Raw -184008.039873 + Penalty 2573.672559 = -181434.367314
  nChanged 20
		SP:Iteration 14Q (21188.680000 sec): 3 clusters
  Score: Raw -184014.405637 + Penalty 2573.672559 = -181440.733078
  nChanged 12
		SP:Iteration 15Q (21188.840000 sec): 3 clusters
  Score: Raw -184018.226737 + Penalty 2573.672559 = -181444.554178
  nChanged 11
		SP:Iteration 16Q (21188.950000 sec): 3 clusters
  Score: Raw -184023.260850 + Penalty 2573.672559 = -181449.588291
  nChanged 10
		SP:Iteration 17Q (21189.090000 sec): 3 clusters
  Score: Raw -184028.474253 + Penalty 2573.672559 = -181454.801695
  nChanged 7
		SP:Iteration 18Q (21189.200000 sec): 3 clusters
  Score: Raw -184030.838289 + Penalty 2573.672559 = -181457.165730
  nChanged 7
		SP:Iteration 19Q (21189.310000 sec): 3 clusters
  Score: Raw -184033.315034 + Penalty 2573.672559 = -181459.642475
  nChanged 5
		SP:Iteration 20F (21189.450000 sec): 3 clusters
  Score: Raw -184034.951447 + Penalty 2573.672559 = -181461.278889
  nChanged 4
		SP:Iteration 21Q (21189.660000 sec): 3 clusters
  Score: Raw -184035.823276 + Penalty 2573.672559 = -181462.150717
  nChanged 5
		SP:Iteration 22Q (21189.770000 sec): 3 clusters
  Score: Raw -184037.088090 + Penalty 2573.672559 = -181463.415532
  nChanged 4
		SP:Iteration 23Q (21189.920000 sec): 3 clusters
  Score: Raw -184038.270645 + Penalty 2573.672559 = -181464.598086
  nChanged 4
		SP:Iteration 24Q (21190.070000 sec): 3 clusters
  Score: Raw -184039.886339 + Penalty 2573.672559 = -181466.213781
  nChanged 3
		SP:Iteration 25Q (21190.290000 sec): 3 clusters
  Score: Raw -184040.866577 + Penalty 2573.672559 = -181467.194019
  nChanged 3
		SP:Iteration 26Q (21190.450000 sec): 3 clusters
  Score: Raw -184041.715508 + Penalty 2573.672559 = -181468.042949
  nChanged 2
		SP:Iteration 27Q (21190.590000 sec): 3 clusters
  Score: Raw -184042.740885 + Penalty 2573.672559 = -181469.068326
  nChanged 1
		SP:Iteration 28Q (21190.750000 sec): 3 clusters
  Score: Raw -184043.106957 + Penalty 2573.672559 = -181469.434398
  nChanged 1
		SP:Iteration 29Q (21190.910000 sec): 3 clusters
  Score: Raw -184043.460154 + Penalty 2573.672559 = -181469.787595
  nChanged 1
		SP:Iteration 30Q (21191.060000 sec): 3 clusters
  Score: Raw -184043.856207 + Penalty 2573.672559 = -181470.183648
  nChanged 0
		SP:Iteration 31F (21191.240000 sec): 3 clusters
  Score: Raw -184043.856207 + Penalty 2573.672559 = -181470.183648
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (2591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21191.340000 sec): 2 clusters
  Score: Raw -214086.387009 + Penalty 1277.217367 = -212809.169642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21191.510000 sec): 3 clusters
  Score: Raw -212952.422899 + Penalty 2554.434734 = -210397.988165
  nChanged 952
		SP:Iteration 1F (21191.640000 sec): 3 clusters
  Score: Raw -213552.897971 + Penalty 2554.434734 = -210998.463237
  nChanged 204
		SP:Iteration 2F (21191.800000 sec): 3 clusters
  Score: Raw -213694.788731 + Penalty 2554.434734 = -211140.353997
  nChanged 138
		SP:Iteration 3F (21191.980000 sec): 3 clusters
  Score: Raw -213786.855113 + Penalty 2554.434734 = -211232.420379
  nChanged 112
		SP:Iteration 4Q (21192.100000 sec): 3 clusters
  Score: Raw -213864.641386 + Penalty 2554.434734 = -211310.206652
  nChanged 100
		SP:Iteration 5Q (21192.250000 sec): 3 clusters
  Score: Raw -213926.518966 + Penalty 2554.434734 = -211372.084233
  nChanged 78
		SP:Iteration 6Q (21192.400000 sec): 3 clusters
  Score: Raw -213972.867879 + Penalty 2554.434734 = -211418.433145
  nChanged 70
		SP:Iteration 7Q (21192.550000 sec): 3 clusters
  Score: Raw -214013.041978 + Penalty 2554.434734 = -211458.607244
  nChanged 62
		SP:Iteration 8Q (21192.700000 sec): 3 clusters
  Score: Raw -214050.395913 + Penalty 2554.434734 = -211495.961179
  nChanged 62
		SP:Iteration 9Q (21192.840000 sec): 3 clusters
  Score: Raw -214099.643450 + Penalty 2554.434734 = -211545.208716
  nChanged 69
		SP:Iteration 10Q (21193.000000 sec): 3 clusters
  Score: Raw -214144.654745 + Penalty 2554.434734 = -211590.220011
  nChanged 53
		SP:Iteration 11Q (21193.160000 sec): 3 clusters
  Score: Raw -214176.228708 + Penalty 2554.434734 = -211621.793974
  nChanged 45
		SP:Iteration 12Q (21193.300000 sec): 3 clusters
  Score: Raw -214201.292496 + Penalty 2554.434734 = -211646.857762
  nChanged 43
		SP:Iteration 13Q (21193.420000 sec): 3 clusters
  Score: Raw -214228.724728 + Penalty 2554.434734 = -211674.289994
  nChanged 33
		SP:Iteration 14Q (21193.570000 sec): 3 clusters
  Score: Raw -214258.277861 + Penalty 2554.434734 = -211703.843128
  nChanged 50
		SP:Iteration 15Q (21193.720000 sec): 3 clusters
  Score: Raw -214308.335757 + Penalty 2554.434734 = -211753.901023
  nChanged 59
		SP:Iteration 16Q (21193.860000 sec): 3 clusters
  Score: Raw -214360.628715 + Penalty 2554.434734 = -211806.193982
  nChanged 57
		SP:Iteration 17Q (21194.010000 sec): 3 clusters
  Score: Raw -214410.576818 + Penalty 2554.434734 = -211856.142084
  nChanged 49
		SP:Iteration 18Q (21194.150000 sec): 3 clusters
  Score: Raw -214459.990176 + Penalty 2554.434734 = -211905.555442
  nChanged 42
		SP:Iteration 19Q (21194.320000 sec): 3 clusters
  Score: Raw -214492.360884 + Penalty 2554.434734 = -211937.926150
  nChanged 28
		SP:Iteration 20F (21194.470000 sec): 3 clusters
  Score: Raw -214511.239769 + Penalty 2554.434734 = -211956.805036
  nChanged 36
		SP:Iteration 21Q (21194.620000 sec): 3 clusters
  Score: Raw -214531.162779 + Penalty 2554.434734 = -211976.728045
  nChanged 22
		SP:Iteration 22Q (21194.740000 sec): 3 clusters
  Score: Raw -214541.224923 + Penalty 2554.434734 = -211986.790189
  nChanged 12
		SP:Iteration 23Q (21194.890000 sec): 3 clusters
  Score: Raw -214546.417407 + Penalty 2554.434734 = -211991.982673
  nChanged 10
		SP:Iteration 24Q (21195.040000 sec): 3 clusters
  Score: Raw -214550.166872 + Penalty 2554.434734 = -211995.732138
  nChanged 8
		SP:Iteration 25Q (21195.190000 sec): 3 clusters
  Score: Raw -214554.611393 + Penalty 2554.434734 = -212000.176659
  nChanged 12
		SP:Iteration 26Q (21195.340000 sec): 3 clusters
  Score: Raw -214560.252192 + Penalty 2554.434734 = -212005.817458
  nChanged 11
		SP:Iteration 27Q (21195.490000 sec): 3 clusters
  Score: Raw -214568.106675 + Penalty 2554.434734 = -212013.671941
  nChanged 12
		SP:Iteration 28Q (21195.640000 sec): 3 clusters
  Score: Raw -214574.479452 + Penalty 2554.434734 = -212020.044718
  nChanged 10
		SP:Iteration 29Q (21195.770000 sec): 3 clusters
  Score: Raw -214578.148246 + Penalty 2554.434734 = -212023.713513
  nChanged 7
		SP:Iteration 30Q (21195.920000 sec): 3 clusters
  Score: Raw -214579.847454 + Penalty 2554.434734 = -212025.412720
  nChanged 2
		SP:Iteration 31Q (21196.070000 sec): 3 clusters
  Score: Raw -214581.038962 + Penalty 2554.434734 = -212026.604228
  nChanged 2
		SP:Iteration 32Q (21196.210000 sec): 3 clusters
  Score: Raw -214581.642986 + Penalty 2554.434734 = -212027.208253
  nChanged 3
		SP:Iteration 33Q (21196.360000 sec): 3 clusters
  Score: Raw -214582.847541 + Penalty 2554.434734 = -212028.412808
  nChanged 2
		SP:Iteration 34Q (21196.510000 sec): 3 clusters
  Score: Raw -214583.626829 + Penalty 2554.434734 = -212029.192096
  nChanged 2
		SP:Iteration 35Q (21196.650000 sec): 3 clusters
  Score: Raw -214584.722511 + Penalty 2554.434734 = -212030.287777
  nChanged 3
		SP:Iteration 36Q (21196.800000 sec): 3 clusters
  Score: Raw -214586.395498 + Penalty 2554.434734 = -212031.960764
  nChanged 4
		SP:Iteration 37Q (21196.950000 sec): 3 clusters
  Score: Raw -214588.388729 + Penalty 2554.434734 = -212033.953995
  nChanged 5
		SP:Iteration 38Q (21197.110000 sec): 3 clusters
  Score: Raw -214590.777596 + Penalty 2554.434734 = -212036.342862
  nChanged 4
		SP:Iteration 39Q (21197.260000 sec): 3 clusters
  Score: Raw -214592.095269 + Penalty 2554.434734 = -212037.660536
  nChanged 2
		SP:Iteration 40F (21197.420000 sec): 3 clusters
  Score: Raw -214592.574315 + Penalty 2554.434734 = -212038.139582
  nChanged 2
		SP:Iteration 41Q (21197.540000 sec): 3 clusters
  Score: Raw -214593.419975 + Penalty 2554.434734 = -212038.985241
  nChanged 2
		SP:Iteration 42Q (21197.670000 sec): 3 clusters
  Score: Raw -214594.538203 + Penalty 2554.434734 = -212040.103470
  nChanged 2
		SP:Iteration 43Q (21197.810000 sec): 3 clusters
  Score: Raw -214595.703570 + Penalty 2554.434734 = -212041.268836
  nChanged 6
		SP:Iteration 44Q (21197.960000 sec): 3 clusters
  Score: Raw -214597.570054 + Penalty 2554.434734 = -212043.135320
  nChanged 6
		SP:Iteration 45Q (21198.100000 sec): 3 clusters
  Score: Raw -214600.528027 + Penalty 2554.434734 = -212046.093293
  nChanged 4
		SP:Iteration 46Q (21198.250000 sec): 3 clusters
  Score: Raw -214603.609333 + Penalty 2554.434734 = -212049.174599
  nChanged 5
		SP:Iteration 47Q (21198.400000 sec): 3 clusters
  Score: Raw -214606.002015 + Penalty 2554.434734 = -212051.567281
  nChanged 3
		SP:Iteration 48Q (21198.540000 sec): 3 clusters
  Score: Raw -214607.326210 + Penalty 2554.434734 = -212052.891476
  nChanged 2
		SP:Iteration 49Q (21198.700000 sec): 3 clusters
  Score: Raw -214608.097837 + Penalty 2554.434734 = -212053.663103
  nChanged 0
		SP:Iteration 50F (21198.850000 sec): 3 clusters
  Score: Raw -214608.097837 + Penalty 2554.434734 = -212053.663103
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (7624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21198.940000 sec): 2 clusters
  Score: Raw -651933.316845 + Penalty 1452.596672 = -650480.720173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21199.140000 sec): 3 clusters
  Score: Raw -647752.614313 + Penalty 2905.193345 = -644847.420969
  nChanged 3207
		SP:Iteration 1F (21199.330000 sec): 3 clusters
  Score: Raw -649625.050673 + Penalty 2905.193345 = -646719.857329
  nChanged 606
		SP:Iteration 2F (21199.580000 sec): 3 clusters
  Score: Raw -650007.956697 + Penalty 2905.193345 = -647102.763353
  nChanged 544
		SP:Iteration 3F (21199.730000 sec): 3 clusters
  Score: Raw -650345.672622 + Penalty 2905.193345 = -647440.479278
  nChanged 491
		SP:Iteration 4F (21199.910000 sec): 3 clusters
  Score: Raw -650651.799391 + Penalty 2905.193345 = -647746.606046
  nChanged 404
		SP:Iteration 5F (21200.090000 sec): 3 clusters
  Score: Raw -650874.448361 + Penalty 2905.193345 = -647969.255016
  nChanged 320
		SP:Iteration 6Q (21200.250000 sec): 3 clusters
  Score: Raw -651045.797241 + Penalty 2905.193345 = -648140.603897
  nChanged 281
		SP:Iteration 7Q (21200.490000 sec): 3 clusters
  Score: Raw -651196.391351 + Penalty 2905.193345 = -648291.198006
  nChanged 270
		SP:Iteration 8Q (21200.690000 sec): 3 clusters
  Score: Raw -651353.112862 + Penalty 2905.193345 = -648447.919518
  nChanged 228
		SP:Iteration 9Q (21200.830000 sec): 3 clusters
  Score: Raw -651500.454200 + Penalty 2905.193345 = -648595.260855
  nChanged 247
		SP:Iteration 10Q (21201.010000 sec): 3 clusters
  Score: Raw -651655.040352 + Penalty 2905.193345 = -648749.847007
  nChanged 235
		SP:Iteration 11Q (21201.180000 sec): 3 clusters
  Score: Raw -651815.643884 + Penalty 2905.193345 = -648910.450539
  nChanged 262
		SP:Iteration 12Q (21201.410000 sec): 3 clusters
  Score: Raw -652010.197653 + Penalty 2905.193345 = -649105.004308
  nChanged 262
		SP:Iteration 13Q (21201.610000 sec): 3 clusters
  Score: Raw -652210.016371 + Penalty 2905.193345 = -649304.823026
  nChanged 252
		SP:Iteration 14Q (21201.770000 sec): 3 clusters
  Score: Raw -652392.792300 + Penalty 2905.193345 = -649487.598956
  nChanged 190
		SP:Iteration 15Q (21201.970000 sec): 3 clusters
  Score: Raw -652506.323430 + Penalty 2905.193345 = -649601.130085
  nChanged 156
		SP:Iteration 16Q (21202.150000 sec): 3 clusters
  Score: Raw -652579.820713 + Penalty 2905.193345 = -649674.627368
  nChanged 111
		SP:Iteration 17Q (21202.330000 sec): 3 clusters
  Score: Raw -652627.301757 + Penalty 2905.193345 = -649722.108413
  nChanged 93
		SP:Iteration 18Q (21202.520000 sec): 3 clusters
  Score: Raw -652674.111106 + Penalty 2905.193345 = -649768.917761
  nChanged 79
		SP:Iteration 19Q (21202.690000 sec): 3 clusters
  Score: Raw -652709.226865 + Penalty 2905.193345 = -649804.033520
  nChanged 69
		SP:Iteration 20F (21202.890000 sec): 3 clusters
  Score: Raw -652743.516301 + Penalty 2905.193345 = -649838.322956
  nChanged 72
		SP:Iteration 21Q (21203.110000 sec): 3 clusters
  Score: Raw -652784.994720 + Penalty 2905.193345 = -649879.801376
  nChanged 64
		SP:Iteration 22Q (21203.250000 sec): 3 clusters
  Score: Raw -652818.944037 + Penalty 2905.193345 = -649913.750692
  nChanged 54
		SP:Iteration 23Q (21203.450000 sec): 3 clusters
  Score: Raw -652842.874824 + Penalty 2905.193345 = -649937.681479
  nChanged 49
		SP:Iteration 24Q (21203.650000 sec): 3 clusters
  Score: Raw -652861.015162 + Penalty 2905.193345 = -649955.821818
  nChanged 35
		SP:Iteration 25Q (21203.830000 sec): 3 clusters
  Score: Raw -652872.604837 + Penalty 2905.193345 = -649967.411493
  nChanged 27
		SP:Iteration 26Q (21204.020000 sec): 3 clusters
  Score: Raw -652881.594119 + Penalty 2905.193345 = -649976.400774
  nChanged 27
		SP:Iteration 27Q (21204.210000 sec): 3 clusters
  Score: Raw -652889.375656 + Penalty 2905.193345 = -649984.182311
  nChanged 22
		SP:Iteration 28Q (21204.380000 sec): 3 clusters
  Score: Raw -652896.852330 + Penalty 2905.193345 = -649991.658985
  nChanged 19
		SP:Iteration 29Q (21204.580000 sec): 3 clusters
  Score: Raw -652901.793601 + Penalty 2905.193345 = -649996.600256
  nChanged 12
		SP:Iteration 30Q (21204.810000 sec): 3 clusters
  Score: Raw -652904.813504 + Penalty 2905.193345 = -649999.620159
  nChanged 17
		SP:Iteration 31Q (21205.040000 sec): 3 clusters
  Score: Raw -652909.387312 + Penalty 2905.193345 = -650004.193968
  nChanged 20
		SP:Iteration 32Q (21205.170000 sec): 3 clusters
  Score: Raw -652914.163541 + Penalty 2905.193345 = -650008.970196
  nChanged 15
		SP:Iteration 33Q (21205.340000 sec): 3 clusters
  Score: Raw -652917.436126 + Penalty 2905.193345 = -650012.242782
  nChanged 13
		SP:Iteration 34Q (21205.590000 sec): 3 clusters
  Score: Raw -652920.964685 + Penalty 2905.193345 = -650015.771341
  nChanged 13
		SP:Iteration 35Q (21205.750000 sec): 3 clusters
  Score: Raw -652923.330509 + Penalty 2905.193345 = -650018.137164
  nChanged 9
		SP:Iteration 36Q (21205.960000 sec): 3 clusters
  Score: Raw -652925.388490 + Penalty 2905.193345 = -650020.195145
  nChanged 9
		SP:Iteration 37Q (21206.130000 sec): 3 clusters
  Score: Raw -652927.624006 + Penalty 2905.193345 = -650022.430661
  nChanged 12
		SP:Iteration 38Q (21206.260000 sec): 3 clusters
  Score: Raw -652931.252733 + Penalty 2905.193345 = -650026.059388
  nChanged 10
		SP:Iteration 39Q (21206.450000 sec): 3 clusters
  Score: Raw -652932.643799 + Penalty 2905.193345 = -650027.450454
  nChanged 5
		SP:Iteration 40F (21206.630000 sec): 3 clusters
  Score: Raw -652933.325829 + Penalty 2905.193345 = -650028.132484
  nChanged 6
		SP:Iteration 41Q (21206.850000 sec): 3 clusters
  Score: Raw -652934.400934 + Penalty 2905.193345 = -650029.207589
  nChanged 4
		SP:Iteration 42Q (21207.030000 sec): 3 clusters
  Score: Raw -652934.959800 + Penalty 2905.193345 = -650029.766455
  nChanged 4
		SP:Iteration 43Q (21207.270000 sec): 3 clusters
  Score: Raw -652936.046807 + Penalty 2905.193345 = -650030.853462
  nChanged 5
		SP:Iteration 44Q (21207.470000 sec): 3 clusters
  Score: Raw -652937.352584 + Penalty 2905.193345 = -650032.159239
  nChanged 8
		SP:Iteration 45Q (21207.630000 sec): 3 clusters
  Score: Raw -652939.428187 + Penalty 2905.193345 = -650034.234842
  nChanged 9
		SP:Iteration 46Q (21207.870000 sec): 3 clusters
  Score: Raw -652941.456229 + Penalty 2905.193345 = -650036.262885
  nChanged 6
		SP:Iteration 47Q (21208.060000 sec): 3 clusters
  Score: Raw -652943.574343 + Penalty 2905.193345 = -650038.380998
  nChanged 6
		SP:Iteration 48Q (21208.310000 sec): 3 clusters
  Score: Raw -652945.256763 + Penalty 2905.193345 = -650040.063418
  nChanged 7
		SP:Iteration 49Q (21208.520000 sec): 3 clusters
  Score: Raw -652946.281248 + Penalty 2905.193345 = -650041.087903
  nChanged 1
		SP:Iteration 50Q (21208.730000 sec): 3 clusters
  Score: Raw -652946.350505 + Penalty 2905.193345 = -650041.157161
  nChanged 1
		SP:Iteration 51Q (21208.890000 sec): 3 clusters
  Score: Raw -652946.513533 + Penalty 2905.193345 = -650041.320188
  nChanged 0
		SP:Iteration 52F (21209.140000 sec): 3 clusters
  Score: Raw -652946.513533 + Penalty 2905.193345 = -650041.320188
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (7156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21209.210000 sec): 2 clusters
  Score: Raw -616491.312592 + Penalty 1442.302297 = -615049.010295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21209.460000 sec): 3 clusters
  Score: Raw -612619.324380 + Penalty 2884.604595 = -609734.719786
  nChanged 3044
		SP:Iteration 1F (21209.650000 sec): 3 clusters
  Score: Raw -614427.614818 + Penalty 2884.604595 = -611543.010223
  nChanged 583
		SP:Iteration 2F (21209.840000 sec): 3 clusters
  Score: Raw -614826.297803 + Penalty 2884.604595 = -611941.693209
  nChanged 454
		SP:Iteration 3F (21210.090000 sec): 3 clusters
  Score: Raw -615134.079369 + Penalty 2884.604595 = -612249.474774
  nChanged 427
		SP:Iteration 4F (21210.290000 sec): 3 clusters
  Score: Raw -615450.121642 + Penalty 2884.604595 = -612565.517048
  nChanged 393
		SP:Iteration 5F (21210.430000 sec): 3 clusters
  Score: Raw -615768.809590 + Penalty 2884.604595 = -612884.204995
  nChanged 372
		SP:Iteration 6F (21210.660000 sec): 3 clusters
  Score: Raw -616080.421992 + Penalty 2884.604595 = -613195.817397
  nChanged 358
		SP:Iteration 7F (21210.840000 sec): 3 clusters
  Score: Raw -616357.183446 + Penalty 2884.604595 = -613472.578851
  nChanged 307
		SP:Iteration 8Q (21211.030000 sec): 3 clusters
  Score: Raw -616587.279560 + Penalty 2884.604595 = -613702.674965
  nChanged 257
		SP:Iteration 9Q (21211.270000 sec): 3 clusters
  Score: Raw -616756.199577 + Penalty 2884.604595 = -613871.594982
  nChanged 220
		SP:Iteration 10Q (21211.480000 sec): 3 clusters
  Score: Raw -616890.818921 + Penalty 2884.604595 = -614006.214326
  nChanged 201
		SP:Iteration 11Q (21211.610000 sec): 3 clusters
  Score: Raw -616998.027758 + Penalty 2884.604595 = -614113.423163
  nChanged 143
		SP:Iteration 12Q (21211.780000 sec): 3 clusters
  Score: Raw -617074.011783 + Penalty 2884.604595 = -614189.407189
  nChanged 116
		SP:Iteration 13Q (21211.990000 sec): 3 clusters
  Score: Raw -617135.059095 + Penalty 2884.604595 = -614250.454500
  nChanged 121
		SP:Iteration 14Q (21212.180000 sec): 3 clusters
  Score: Raw -617239.857038 + Penalty 2884.604595 = -614355.252444
  nChanged 134
		SP:Iteration 15Q (21212.330000 sec): 3 clusters
  Score: Raw -617375.433407 + Penalty 2884.604595 = -614490.828813
  nChanged 144
		SP:Iteration 16Q (21212.500000 sec): 3 clusters
  Score: Raw -617514.012315 + Penalty 2884.604595 = -614629.407720
  nChanged 147
		SP:Iteration 17Q (21212.670000 sec): 3 clusters
  Score: Raw -617625.211994 + Penalty 2884.604595 = -614740.607400
  nChanged 114
		SP:Iteration 18Q (21212.880000 sec): 3 clusters
  Score: Raw -617692.272427 + Penalty 2884.604595 = -614807.667832
  nChanged 89
		SP:Iteration 19Q (21213.060000 sec): 3 clusters
  Score: Raw -617732.901522 + Penalty 2884.604595 = -614848.296927
  nChanged 70
		SP:Iteration 20F (21213.270000 sec): 3 clusters
  Score: Raw -617755.658861 + Penalty 2884.604595 = -614871.054267
  nChanged 43
		SP:Iteration 21Q (21213.470000 sec): 3 clusters
  Score: Raw -617768.457361 + Penalty 2884.604595 = -614883.852767
  nChanged 32
		SP:Iteration 22Q (21213.700000 sec): 3 clusters
  Score: Raw -617775.109348 + Penalty 2884.604595 = -614890.504754
  nChanged 23
		SP:Iteration 23Q (21213.860000 sec): 3 clusters
  Score: Raw -617780.700356 + Penalty 2884.604595 = -614896.095762
  nChanged 19
		SP:Iteration 24Q (21214.010000 sec): 3 clusters
  Score: Raw -617784.743213 + Penalty 2884.604595 = -614900.138618
  nChanged 13
		SP:Iteration 25Q (21214.180000 sec): 3 clusters
  Score: Raw -617787.077868 + Penalty 2884.604595 = -614902.473274
  nChanged 6
		SP:Iteration 26Q (21214.360000 sec): 3 clusters
  Score: Raw -617787.661692 + Penalty 2884.604595 = -614903.057098
  nChanged 3
		SP:Iteration 27Q (21214.540000 sec): 3 clusters
  Score: Raw -617787.891865 + Penalty 2884.604595 = -614903.287270
  nChanged 1
		SP:Iteration 28Q (21214.700000 sec): 3 clusters
  Score: Raw -617787.943649 + Penalty 2884.604595 = -614903.339055
  nChanged 0
		SP:Iteration 29F (21214.860000 sec): 3 clusters
  Score: Raw -617787.943649 + Penalty 2884.604595 = -614903.339055
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (4354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21214.940000 sec): 2 clusters
  Score: Raw -388988.940866 + Penalty 1361.563164 = -387627.377702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21215.090000 sec): 3 clusters
  Score: Raw -386775.170506 + Penalty 2723.126329 = -384052.044178
  nChanged 1775
		SP:Iteration 1F (21215.250000 sec): 3 clusters
  Score: Raw -387804.386362 + Penalty 2723.126329 = -385081.260034
  nChanged 373
		SP:Iteration 2F (21215.410000 sec): 3 clusters
  Score: Raw -388125.469444 + Penalty 2723.126329 = -385402.343115
  nChanged 343
		SP:Iteration 3F (21215.600000 sec): 3 clusters
  Score: Raw -388477.319380 + Penalty 2723.126329 = -385754.193051
  nChanged 348
		SP:Iteration 4F (21215.820000 sec): 3 clusters
  Score: Raw -388836.339889 + Penalty 2723.126329 = -386113.213560
  nChanged 296
		SP:Iteration 5F (21215.980000 sec): 3 clusters
  Score: Raw -389110.937437 + Penalty 2723.126329 = -386387.811109
  nChanged 242
		SP:Iteration 6F (21216.160000 sec): 3 clusters
  Score: Raw -389296.079109 + Penalty 2723.126329 = -386572.952780
  nChanged 178
		SP:Iteration 7Q (21216.310000 sec): 3 clusters
  Score: Raw -389416.835331 + Penalty 2723.126329 = -386693.709003
  nChanged 111
		SP:Iteration 8Q (21216.460000 sec): 3 clusters
  Score: Raw -389478.562232 + Penalty 2723.126329 = -386755.435904
  nChanged 56
		SP:Iteration 9Q (21216.630000 sec): 3 clusters
  Score: Raw -389505.781413 + Penalty 2723.126329 = -386782.655084
  nChanged 47
		SP:Iteration 10Q (21216.760000 sec): 3 clusters
  Score: Raw -389532.675167 + Penalty 2723.126329 = -386809.548838
  nChanged 47
		SP:Iteration 11Q (21216.930000 sec): 3 clusters
  Score: Raw -389554.822469 + Penalty 2723.126329 = -386831.696141
  nChanged 41
		SP:Iteration 12Q (21217.060000 sec): 3 clusters
  Score: Raw -389573.191609 + Penalty 2723.126329 = -386850.065280
  nChanged 36
		SP:Iteration 13Q (21217.200000 sec): 3 clusters
  Score: Raw -389587.182876 + Penalty 2723.126329 = -386864.056547
  nChanged 32
		SP:Iteration 14Q (21217.350000 sec): 3 clusters
  Score: Raw -389601.674114 + Penalty 2723.126329 = -386878.547786
  nChanged 27
		SP:Iteration 15Q (21217.510000 sec): 3 clusters
  Score: Raw -389620.799595 + Penalty 2723.126329 = -386897.673267
  nChanged 23
		SP:Iteration 16Q (21217.660000 sec): 3 clusters
  Score: Raw -389633.003982 + Penalty 2723.126329 = -386909.877654
  nChanged 27
		SP:Iteration 17Q (21217.810000 sec): 3 clusters
  Score: Raw -389645.321240 + Penalty 2723.126329 = -386922.194911
  nChanged 24
		SP:Iteration 18Q (21217.950000 sec): 3 clusters
  Score: Raw -389657.794141 + Penalty 2723.126329 = -386934.667812
  nChanged 23
		SP:Iteration 19Q (21218.100000 sec): 3 clusters
  Score: Raw -389669.357912 + Penalty 2723.126329 = -386946.231584
  nChanged 20
		SP:Iteration 20F (21218.280000 sec): 3 clusters
  Score: Raw -389678.693689 + Penalty 2723.126329 = -386955.567361
  nChanged 15
		SP:Iteration 21Q (21218.450000 sec): 3 clusters
  Score: Raw -389684.600249 + Penalty 2723.126329 = -386961.473920
  nChanged 12
		SP:Iteration 22Q (21218.590000 sec): 3 clusters
  Score: Raw -389688.614291 + Penalty 2723.126329 = -386965.487962
  nChanged 9
		SP:Iteration 23Q (21218.740000 sec): 3 clusters
  Score: Raw -389690.509865 + Penalty 2723.126329 = -386967.383537
  nChanged 6
		SP:Iteration 24Q (21218.910000 sec): 3 clusters
  Score: Raw -389692.458756 + Penalty 2723.126329 = -386969.332427
  nChanged 1
		SP:Iteration 25Q (21219.110000 sec): 3 clusters
  Score: Raw -389692.740825 + Penalty 2723.126329 = -386969.614497
  nChanged 1
		SP:Iteration 26Q (21219.280000 sec): 3 clusters
  Score: Raw -389692.999127 + Penalty 2723.126329 = -386969.872798
  nChanged 1
		SP:Iteration 27Q (21219.430000 sec): 3 clusters
  Score: Raw -389693.106632 + Penalty 2723.126329 = -386969.980303
  nChanged 0
		SP:Iteration 28F (21219.620000 sec): 3 clusters
  Score: Raw -389693.106632 + Penalty 2723.126329 = -386969.980303
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (4440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21219.710000 sec): 2 clusters
  Score: Raw -379076.525896 + Penalty 1364.741569 = -377711.784327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21219.860000 sec): 3 clusters
  Score: Raw -376871.597303 + Penalty 2729.483138 = -374142.114165
  nChanged 1777
		SP:Iteration 1F (21220.000000 sec): 3 clusters
  Score: Raw -378136.362894 + Penalty 2729.483138 = -375406.879755
  nChanged 426
		SP:Iteration 2F (21220.150000 sec): 3 clusters
  Score: Raw -378555.205950 + Penalty 2729.483138 = -375825.722812
  nChanged 335
		SP:Iteration 3F (21220.330000 sec): 3 clusters
  Score: Raw -378843.390884 + Penalty 2729.483138 = -376113.907746
  nChanged 241
		SP:Iteration 4F (21220.530000 sec): 3 clusters
  Score: Raw -379051.631757 + Penalty 2729.483138 = -376322.148619
  nChanged 208
		SP:Iteration 5Q (21220.690000 sec): 3 clusters
  Score: Raw -379204.687449 + Penalty 2729.483138 = -376475.204311
  nChanged 157
		SP:Iteration 6Q (21220.900000 sec): 3 clusters
  Score: Raw -379319.336898 + Penalty 2729.483138 = -376589.853760
  nChanged 134
		SP:Iteration 7Q (21221.090000 sec): 3 clusters
  Score: Raw -379398.723190 + Penalty 2729.483138 = -376669.240052
  nChanged 96
		SP:Iteration 8Q (21221.220000 sec): 3 clusters
  Score: Raw -379463.474232 + Penalty 2729.483138 = -376733.991094
  nChanged 85
		SP:Iteration 9Q (21221.400000 sec): 3 clusters
  Score: Raw -379530.718072 + Penalty 2729.483138 = -376801.234933
  nChanged 84
		SP:Iteration 10Q (21221.520000 sec): 3 clusters
  Score: Raw -379597.172860 + Penalty 2729.483138 = -376867.689722
  nChanged 82
		SP:Iteration 11Q (21221.660000 sec): 3 clusters
  Score: Raw -379647.151071 + Penalty 2729.483138 = -376917.667933
  nChanged 72
		SP:Iteration 12Q (21221.830000 sec): 3 clusters
  Score: Raw -379689.440903 + Penalty 2729.483138 = -376959.957765
  nChanged 65
		SP:Iteration 13Q (21221.980000 sec): 3 clusters
  Score: Raw -379731.044037 + Penalty 2729.483138 = -377001.560899
  nChanged 49
		SP:Iteration 14Q (21222.140000 sec): 3 clusters
  Score: Raw -379756.776576 + Penalty 2729.483138 = -377027.293438
  nChanged 36
		SP:Iteration 15Q (21222.300000 sec): 3 clusters
  Score: Raw -379776.735355 + Penalty 2729.483138 = -377047.252217
  nChanged 38
		SP:Iteration 16Q (21222.510000 sec): 3 clusters
  Score: Raw -379793.893195 + Penalty 2729.483138 = -377064.410057
  nChanged 24
		SP:Iteration 17Q (21222.640000 sec): 3 clusters
  Score: Raw -379803.195467 + Penalty 2729.483138 = -377073.712329
  nChanged 17
		SP:Iteration 18Q (21222.840000 sec): 3 clusters
  Score: Raw -379809.527517 + Penalty 2729.483138 = -377080.044378
  nChanged 12
		SP:Iteration 19Q (21222.980000 sec): 3 clusters
  Score: Raw -379813.792299 + Penalty 2729.483138 = -377084.309161
  nChanged 9
		SP:Iteration 20F (21223.160000 sec): 3 clusters
  Score: Raw -379816.795275 + Penalty 2729.483138 = -377087.312137
  nChanged 7
		SP:Iteration 21Q (21223.300000 sec): 3 clusters
  Score: Raw -379818.753881 + Penalty 2729.483138 = -377089.270743
  nChanged 7
		SP:Iteration 22Q (21223.490000 sec): 3 clusters
  Score: Raw -379820.592170 + Penalty 2729.483138 = -377091.109032
  nChanged 2
		SP:Iteration 23Q (21223.700000 sec): 3 clusters
  Score: Raw -379821.053866 + Penalty 2729.483138 = -377091.570728
  nChanged 2
		SP:Iteration 24Q (21223.860000 sec): 3 clusters
  Score: Raw -379822.450034 + Penalty 2729.483138 = -377092.966896
  nChanged 2
		SP:Iteration 25Q (21224.020000 sec): 3 clusters
  Score: Raw -379823.072184 + Penalty 2729.483138 = -377093.589046
  nChanged 2
		SP:Iteration 26Q (21224.160000 sec): 3 clusters
  Score: Raw -379823.742993 + Penalty 2729.483138 = -377094.259855
  nChanged 0
		SP:Iteration 27F (21224.400000 sec): 3 clusters
  Score: Raw -379823.742993 + Penalty 2729.483138 = -377094.259855
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (3769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21224.460000 sec): 2 clusters
  Score: Raw -276931.572380 + Penalty 1338.116811 = -275593.455569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21224.610000 sec): 3 clusters
  Score: Raw -275092.301844 + Penalty 2676.233623 = -272416.068221
  nChanged 1444
		SP:Iteration 1F (21224.760000 sec): 3 clusters
  Score: Raw -276023.422456 + Penalty 2676.233623 = -273347.188833
  nChanged 339
		SP:Iteration 2F (21224.900000 sec): 3 clusters
  Score: Raw -276314.494310 + Penalty 2676.233623 = -273638.260688
  nChanged 257
		SP:Iteration 3F (21225.040000 sec): 3 clusters
  Score: Raw -276541.958657 + Penalty 2676.233623 = -273865.725034
  nChanged 208
		SP:Iteration 4F (21225.240000 sec): 3 clusters
  Score: Raw -276717.695359 + Penalty 2676.233623 = -274041.461736
  nChanged 190
		SP:Iteration 5F (21225.390000 sec): 3 clusters
  Score: Raw -276882.377699 + Penalty 2676.233623 = -274206.144077
  nChanged 161
		SP:Iteration 6Q (21225.540000 sec): 3 clusters
  Score: Raw -277018.429399 + Penalty 2676.233623 = -274342.195776
  nChanged 145
		SP:Iteration 7Q (21225.700000 sec): 3 clusters
  Score: Raw -277143.463680 + Penalty 2676.233623 = -274467.230057
  nChanged 131
		SP:Iteration 8Q (21225.860000 sec): 3 clusters
  Score: Raw -277275.173052 + Penalty 2676.233623 = -274598.939429
  nChanged 131
		SP:Iteration 9Q (21226.020000 sec): 3 clusters
  Score: Raw -277410.092022 + Penalty 2676.233623 = -274733.858400
  nChanged 92
		SP:Iteration 10Q (21226.170000 sec): 3 clusters
  Score: Raw -277478.420473 + Penalty 2676.233623 = -274802.186851
  nChanged 73
		SP:Iteration 11Q (21226.330000 sec): 3 clusters
  Score: Raw -277525.758964 + Penalty 2676.233623 = -274849.525341
  nChanged 60
		SP:Iteration 12Q (21226.500000 sec): 3 clusters
  Score: Raw -277554.099331 + Penalty 2676.233623 = -274877.865708
  nChanged 44
		SP:Iteration 13Q (21226.670000 sec): 3 clusters
  Score: Raw -277579.060748 + Penalty 2676.233623 = -274902.827126
  nChanged 47
		SP:Iteration 14Q (21226.800000 sec): 3 clusters
  Score: Raw -277600.024245 + Penalty 2676.233623 = -274923.790623
  nChanged 39
		SP:Iteration 15Q (21226.940000 sec): 3 clusters
  Score: Raw -277618.632679 + Penalty 2676.233623 = -274942.399056
  nChanged 39
		SP:Iteration 16Q (21227.080000 sec): 3 clusters
  Score: Raw -277637.777047 + Penalty 2676.233623 = -274961.543424
  nChanged 29
		SP:Iteration 17Q (21227.230000 sec): 3 clusters
  Score: Raw -277662.641959 + Penalty 2676.233623 = -274986.408336
  nChanged 36
		SP:Iteration 18Q (21227.410000 sec): 3 clusters
  Score: Raw -277690.454616 + Penalty 2676.233623 = -275014.220993
  nChanged 30
		SP:Iteration 19Q (21227.540000 sec): 3 clusters
  Score: Raw -277705.693471 + Penalty 2676.233623 = -275029.459849
  nChanged 24
		SP:Iteration 20F (21227.690000 sec): 3 clusters
  Score: Raw -277720.520713 + Penalty 2676.233623 = -275044.287090
  nChanged 23
		SP:Iteration 21Q (21227.850000 sec): 3 clusters
  Score: Raw -277740.697552 + Penalty 2676.233623 = -275064.463929
  nChanged 27
		SP:Iteration 22Q (21228.000000 sec): 3 clusters
  Score: Raw -277758.654068 + Penalty 2676.233623 = -275082.420445
  nChanged 28
		SP:Iteration 23Q (21228.160000 sec): 3 clusters
  Score: Raw -277771.094294 + Penalty 2676.233623 = -275094.860671
  nChanged 27
		SP:Iteration 24Q (21228.300000 sec): 3 clusters
  Score: Raw -277786.036202 + Penalty 2676.233623 = -275109.802580
  nChanged 22
		SP:Iteration 25Q (21228.450000 sec): 3 clusters
  Score: Raw -277801.878604 + Penalty 2676.233623 = -275125.644982
  nChanged 27
		SP:Iteration 26Q (21228.570000 sec): 3 clusters
  Score: Raw -277819.033842 + Penalty 2676.233623 = -275142.800219
  nChanged 36
		SP:Iteration 27Q (21228.720000 sec): 3 clusters
  Score: Raw -277840.248906 + Penalty 2676.233623 = -275164.015283
  nChanged 23
		SP:Iteration 28Q (21228.870000 sec): 3 clusters
  Score: Raw -277854.443149 + Penalty 2676.233623 = -275178.209526
  nChanged 23
		SP:Iteration 29Q (21229.040000 sec): 3 clusters
  Score: Raw -277866.002849 + Penalty 2676.233623 = -275189.769226
  nChanged 19
		SP:Iteration 30Q (21229.180000 sec): 3 clusters
  Score: Raw -277874.531667 + Penalty 2676.233623 = -275198.298044
  nChanged 22
		SP:Iteration 31Q (21229.320000 sec): 3 clusters
  Score: Raw -277883.959832 + Penalty 2676.233623 = -275207.726209
  nChanged 13
		SP:Iteration 32Q (21229.470000 sec): 3 clusters
  Score: Raw -277889.177670 + Penalty 2676.233623 = -275212.944048
  nChanged 8
		SP:Iteration 33Q (21229.630000 sec): 3 clusters
  Score: Raw -277891.139924 + Penalty 2676.233623 = -275214.906301
  nChanged 3
		SP:Iteration 34Q (21229.780000 sec): 3 clusters
  Score: Raw -277892.696963 + Penalty 2676.233623 = -275216.463340
  nChanged 4
		SP:Iteration 35Q (21229.920000 sec): 3 clusters
  Score: Raw -277893.950562 + Penalty 2676.233623 = -275217.716939
  nChanged 2
		SP:Iteration 36Q (21230.070000 sec): 3 clusters
  Score: Raw -277894.590120 + Penalty 2676.233623 = -275218.356497
  nChanged 2
		SP:Iteration 37Q (21230.220000 sec): 3 clusters
  Score: Raw -277895.378389 + Penalty 2676.233623 = -275219.144766
  nChanged 6
		SP:Iteration 38Q (21230.370000 sec): 3 clusters
  Score: Raw -277897.072396 + Penalty 2676.233623 = -275220.838773
  nChanged 4
		SP:Iteration 39Q (21230.510000 sec): 3 clusters
  Score: Raw -277899.390151 + Penalty 2676.233623 = -275223.156528
  nChanged 5
		SP:Iteration 40F (21230.660000 sec): 3 clusters
  Score: Raw -277901.789514 + Penalty 2676.233623 = -275225.555891
  nChanged 5
		SP:Iteration 41Q (21230.800000 sec): 3 clusters
  Score: Raw -277903.719530 + Penalty 2676.233623 = -275227.485908
  nChanged 3
		SP:Iteration 42Q (21230.970000 sec): 3 clusters
  Score: Raw -277904.621074 + Penalty 2676.233623 = -275228.387451
  nChanged 3
		SP:Iteration 43Q (21231.110000 sec): 3 clusters
  Score: Raw -277905.717219 + Penalty 2676.233623 = -275229.483596
  nChanged 5
		SP:Iteration 44Q (21231.260000 sec): 3 clusters
  Score: Raw -277908.075713 + Penalty 2676.233623 = -275231.842090
  nChanged 6
		SP:Iteration 45Q (21231.410000 sec): 3 clusters
  Score: Raw -277911.291443 + Penalty 2676.233623 = -275235.057820
  nChanged 10
		SP:Iteration 46Q (21231.550000 sec): 3 clusters
  Score: Raw -277914.432967 + Penalty 2676.233623 = -275238.199344
  nChanged 5
		SP:Iteration 47Q (21231.730000 sec): 3 clusters
  Score: Raw -277917.663921 + Penalty 2676.233623 = -275241.430298
  nChanged 7
		SP:Iteration 48Q (21231.850000 sec): 3 clusters
  Score: Raw -277919.828430 + Penalty 2676.233623 = -275243.594807
  nChanged 4
		SP:Iteration 49Q (21232.020000 sec): 3 clusters
  Score: Raw -277921.298367 + Penalty 2676.233623 = -275245.064744
  nChanged 10
		SP:Iteration 50Q (21232.180000 sec): 3 clusters
  Score: Raw -277925.943134 + Penalty 2676.233623 = -275249.709511
  nChanged 7
		SP:Iteration 51Q (21232.320000 sec): 3 clusters
  Score: Raw -277930.313292 + Penalty 2676.233623 = -275254.079669
  nChanged 11
		SP:Iteration 52Q (21232.510000 sec): 3 clusters
  Score: Raw -277933.641007 + Penalty 2676.233623 = -275257.407384
  nChanged 4
		SP:Iteration 53Q (21232.630000 sec): 3 clusters
  Score: Raw -277934.634732 + Penalty 2676.233623 = -275258.401109
  nChanged 1
		SP:Iteration 54Q (21232.820000 sec): 3 clusters
  Score: Raw -277934.877484 + Penalty 2676.233623 = -275258.643861
  nChanged 0
		SP:Iteration 55F (21233.010000 sec): 3 clusters
  Score: Raw -277934.877484 + Penalty 2676.233623 = -275258.643861
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (7363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21233.130000 sec): 2 clusters
  Score: Raw -614784.084242 + Penalty 1446.936195 = -613337.148047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21233.350000 sec): 3 clusters
  Score: Raw -610771.688761 + Penalty 2893.872390 = -607877.816371
  nChanged 3159
		SP:Iteration 1F (21233.540000 sec): 3 clusters
  Score: Raw -612651.381296 + Penalty 2893.872390 = -609757.508906
  nChanged 613
		SP:Iteration 2F (21233.710000 sec): 3 clusters
  Score: Raw -613217.296718 + Penalty 2893.872390 = -610323.424328
  nChanged 644
		SP:Iteration 3F (21233.890000 sec): 3 clusters
  Score: Raw -613783.524950 + Penalty 2893.872390 = -610889.652561
  nChanged 548
		SP:Iteration 4F (21234.070000 sec): 3 clusters
  Score: Raw -614236.733238 + Penalty 2893.872390 = -611342.860849
  nChanged 461
		SP:Iteration 5F (21234.240000 sec): 3 clusters
  Score: Raw -614574.992132 + Penalty 2893.872390 = -611681.119743
  nChanged 361
		SP:Iteration 6Q (21234.420000 sec): 3 clusters
  Score: Raw -614826.179751 + Penalty 2893.872390 = -611932.307362
  nChanged 269
		SP:Iteration 7Q (21234.610000 sec): 3 clusters
  Score: Raw -614999.292554 + Penalty 2893.872390 = -612105.420164
  nChanged 207
		SP:Iteration 8Q (21234.770000 sec): 3 clusters
  Score: Raw -615116.747276 + Penalty 2893.872390 = -612222.874886
  nChanged 160
		SP:Iteration 9Q (21234.960000 sec): 3 clusters
  Score: Raw -615185.125794 + Penalty 2893.872390 = -612291.253404
  nChanged 120
		SP:Iteration 10Q (21235.150000 sec): 3 clusters
  Score: Raw -615229.124521 + Penalty 2893.872390 = -612335.252131
  nChanged 100
		SP:Iteration 11Q (21235.410000 sec): 3 clusters
  Score: Raw -615264.031906 + Penalty 2893.872390 = -612370.159516
  nChanged 75
		SP:Iteration 12Q (21235.550000 sec): 3 clusters
  Score: Raw -615293.156389 + Penalty 2893.872390 = -612399.284000
  nChanged 79
		SP:Iteration 13Q (21235.690000 sec): 3 clusters
  Score: Raw -615327.638487 + Penalty 2893.872390 = -612433.766097
  nChanged 71
		SP:Iteration 14Q (21235.890000 sec): 3 clusters
  Score: Raw -615352.936268 + Penalty 2893.872390 = -612459.063878
  nChanged 54
		SP:Iteration 15Q (21236.050000 sec): 3 clusters
  Score: Raw -615372.391924 + Penalty 2893.872390 = -612478.519534
  nChanged 78
		SP:Iteration 16Q (21236.250000 sec): 3 clusters
  Score: Raw -615405.937628 + Penalty 2893.872390 = -612512.065238
  nChanged 73
		SP:Iteration 17Q (21236.490000 sec): 3 clusters
  Score: Raw -615432.587485 + Penalty 2893.872390 = -612538.715095
  nChanged 59
		SP:Iteration 18Q (21236.630000 sec): 3 clusters
  Score: Raw -615454.869638 + Penalty 2893.872390 = -612560.997249
  nChanged 56
		SP:Iteration 19Q (21236.830000 sec): 3 clusters
  Score: Raw -615478.138307 + Penalty 2893.872390 = -612584.265917
  nChanged 49
		SP:Iteration 20F (21237.040000 sec): 3 clusters
  Score: Raw -615498.057846 + Penalty 2893.872390 = -612604.185457
  nChanged 40
		SP:Iteration 21Q (21237.260000 sec): 3 clusters
  Score: Raw -615512.606687 + Penalty 2893.872390 = -612618.734298
  nChanged 38
		SP:Iteration 22Q (21237.510000 sec): 3 clusters
  Score: Raw -615525.075963 + Penalty 2893.872390 = -612631.203573
  nChanged 37
		SP:Iteration 23Q (21237.700000 sec): 3 clusters
  Score: Raw -615536.198547 + Penalty 2893.872390 = -612642.326157
  nChanged 36
		SP:Iteration 24Q (21237.870000 sec): 3 clusters
  Score: Raw -615552.977822 + Penalty 2893.872390 = -612659.105432
  nChanged 41
		SP:Iteration 25Q (21238.080000 sec): 3 clusters
  Score: Raw -615571.107722 + Penalty 2893.872390 = -612677.235333
  nChanged 44
		SP:Iteration 26Q (21238.260000 sec): 3 clusters
  Score: Raw -615585.523212 + Penalty 2893.872390 = -612691.650822
  nChanged 35
		SP:Iteration 27Q (21238.410000 sec): 3 clusters
  Score: Raw -615596.083110 + Penalty 2893.872390 = -612702.210720
  nChanged 26
		SP:Iteration 28Q (21238.600000 sec): 3 clusters
  Score: Raw -615602.375681 + Penalty 2893.872390 = -612708.503292
  nChanged 17
		SP:Iteration 29Q (21238.790000 sec): 3 clusters
  Score: Raw -615606.780797 + Penalty 2893.872390 = -612712.908408
  nChanged 25
		SP:Iteration 30Q (21238.980000 sec): 3 clusters
  Score: Raw -615614.539321 + Penalty 2893.872390 = -612720.666931
  nChanged 24
		SP:Iteration 31Q (21239.220000 sec): 3 clusters
  Score: Raw -615620.825235 + Penalty 2893.872390 = -612726.952846
  nChanged 19
		SP:Iteration 32Q (21239.360000 sec): 3 clusters
  Score: Raw -615627.093868 + Penalty 2893.872390 = -612733.221479
  nChanged 16
		SP:Iteration 33Q (21239.580000 sec): 3 clusters
  Score: Raw -615630.835348 + Penalty 2893.872390 = -612736.962958
  nChanged 12
		SP:Iteration 34Q (21239.780000 sec): 3 clusters
  Score: Raw -615634.833932 + Penalty 2893.872390 = -612740.961543
  nChanged 11
		SP:Iteration 35Q (21239.950000 sec): 3 clusters
  Score: Raw -615637.228513 + Penalty 2893.872390 = -612743.356124
  nChanged 10
		SP:Iteration 36Q (21240.180000 sec): 3 clusters
  Score: Raw -615639.140685 + Penalty 2893.872390 = -612745.268295
  nChanged 3
		SP:Iteration 37Q (21240.370000 sec): 3 clusters
  Score: Raw -615640.056237 + Penalty 2893.872390 = -612746.183847
  nChanged 4
		SP:Iteration 38Q (21240.610000 sec): 3 clusters
  Score: Raw -615641.200764 + Penalty 2893.872390 = -612747.328374
  nChanged 5
		SP:Iteration 39Q (21240.810000 sec): 3 clusters
  Score: Raw -615641.859315 + Penalty 2893.872390 = -612747.986925
  nChanged 1
		SP:Iteration 40F (21241.020000 sec): 3 clusters
  Score: Raw -615641.946028 + Penalty 2893.872390 = -612748.073638
  nChanged 1
		SP:Iteration 41Q (21241.230000 sec): 3 clusters
  Score: Raw -615642.154855 + Penalty 2893.872390 = -612748.282465
  nChanged 2
		SP:Iteration 42Q (21241.430000 sec): 3 clusters
  Score: Raw -615642.396515 + Penalty 2893.872390 = -612748.524125
  nChanged 1
		SP:Iteration 43Q (21241.640000 sec): 3 clusters
  Score: Raw -615642.557378 + Penalty 2893.872390 = -612748.684988
  nChanged 3
		SP:Iteration 44Q (21241.850000 sec): 3 clusters
  Score: Raw -615643.158390 + Penalty 2893.872390 = -612749.286000
  nChanged 2
		SP:Iteration 45Q (21242.030000 sec): 3 clusters
  Score: Raw -615643.815152 + Penalty 2893.872390 = -612749.942762
  nChanged 3
		SP:Iteration 46Q (21242.270000 sec): 3 clusters
  Score: Raw -615644.290437 + Penalty 2893.872390 = -612750.418047
  nChanged 0
		SP:Iteration 47F (21242.450000 sec): 3 clusters
  Score: Raw -615644.290437 + Penalty 2893.872390 = -612750.418047
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21242.590000 sec): 2 clusters
  Score: Raw -997827.928832 + Penalty 1505.118626 = -996322.810206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21242.870000 sec): 3 clusters
  Score: Raw -991869.367431 + Penalty 3010.237251 = -988859.130180
  nChanged 4553
		SP:Iteration 1F (21243.100000 sec): 3 clusters
  Score: Raw -994561.638394 + Penalty 3010.237251 = -991551.401143
  nChanged 856
		SP:Iteration 2F (21243.390000 sec): 3 clusters
  Score: Raw -995120.890075 + Penalty 3010.237251 = -992110.652824
  nChanged 770
		SP:Iteration 3F (21243.610000 sec): 3 clusters
  Score: Raw -995586.654273 + Penalty 3010.237251 = -992576.417022
  nChanged 626
		SP:Iteration 4F (21243.820000 sec): 3 clusters
  Score: Raw -995940.453139 + Penalty 3010.237251 = -992930.215888
  nChanged 510
		SP:Iteration 5Q (21244.040000 sec): 3 clusters
  Score: Raw -996219.821488 + Penalty 3010.237251 = -993209.584237
  nChanged 444
		SP:Iteration 6Q (21244.340000 sec): 3 clusters
  Score: Raw -996459.462723 + Penalty 3010.237251 = -993449.225472
  nChanged 392
		SP:Iteration 7Q (21244.530000 sec): 3 clusters
  Score: Raw -996660.219448 + Penalty 3010.237251 = -993649.982197
  nChanged 344
		SP:Iteration 8Q (21244.760000 sec): 3 clusters
  Score: Raw -996844.951685 + Penalty 3010.237251 = -993834.714434
  nChanged 298
		SP:Iteration 9Q (21245.030000 sec): 3 clusters
  Score: Raw -997005.774114 + Penalty 3010.237251 = -993995.536863
  nChanged 286
		SP:Iteration 10Q (21245.250000 sec): 3 clusters
  Score: Raw -997164.571142 + Penalty 3010.237251 = -994154.333891
  nChanged 250
		SP:Iteration 11Q (21245.440000 sec): 3 clusters
  Score: Raw -997305.446393 + Penalty 3010.237251 = -994295.209142
  nChanged 205
		SP:Iteration 12Q (21245.720000 sec): 3 clusters
  Score: Raw -997432.343585 + Penalty 3010.237251 = -994422.106334
  nChanged 185
		SP:Iteration 13Q (21245.960000 sec): 3 clusters
  Score: Raw -997549.191214 + Penalty 3010.237251 = -994538.953963
  nChanged 155
		SP:Iteration 14Q (21246.170000 sec): 3 clusters
  Score: Raw -997644.640480 + Penalty 3010.237251 = -994634.403229
  nChanged 133
		SP:Iteration 15Q (21246.430000 sec): 3 clusters
  Score: Raw -997720.868607 + Penalty 3010.237251 = -994710.631356
  nChanged 93
		SP:Iteration 16Q (21246.680000 sec): 3 clusters
  Score: Raw -997793.277374 + Penalty 3010.237251 = -994783.040123
  nChanged 97
		SP:Iteration 17Q (21246.850000 sec): 3 clusters
  Score: Raw -997870.343665 + Penalty 3010.237251 = -994860.106414
  nChanged 83
		SP:Iteration 18Q (21247.070000 sec): 3 clusters
  Score: Raw -997932.009185 + Penalty 3010.237251 = -994921.771934
  nChanged 66
		SP:Iteration 19Q (21247.270000 sec): 3 clusters
  Score: Raw -997982.575538 + Penalty 3010.237251 = -994972.338287
  nChanged 46
		SP:Iteration 20F (21247.450000 sec): 3 clusters
  Score: Raw -998012.915751 + Penalty 3010.237251 = -995002.678500
  nChanged 42
		SP:Iteration 21Q (21247.640000 sec): 3 clusters
  Score: Raw -998040.139965 + Penalty 3010.237251 = -995029.902714
  nChanged 30
		SP:Iteration 22Q (21247.890000 sec): 3 clusters
  Score: Raw -998059.296270 + Penalty 3010.237251 = -995049.059019
  nChanged 32
		SP:Iteration 23Q (21248.130000 sec): 3 clusters
  Score: Raw -998075.622186 + Penalty 3010.237251 = -995065.384935
  nChanged 25
		SP:Iteration 24Q (21248.310000 sec): 3 clusters
  Score: Raw -998092.245894 + Penalty 3010.237251 = -995082.008643
  nChanged 26
		SP:Iteration 25Q (21248.560000 sec): 3 clusters
  Score: Raw -998111.871758 + Penalty 3010.237251 = -995101.634507
  nChanged 26
		SP:Iteration 26Q (21248.750000 sec): 3 clusters
  Score: Raw -998126.048829 + Penalty 3010.237251 = -995115.811578
  nChanged 16
		SP:Iteration 27Q (21248.970000 sec): 3 clusters
  Score: Raw -998133.626663 + Penalty 3010.237251 = -995123.389412
  nChanged 12
		SP:Iteration 28Q (21249.210000 sec): 3 clusters
  Score: Raw -998139.258510 + Penalty 3010.237251 = -995129.021259
  nChanged 12
		SP:Iteration 29Q (21249.440000 sec): 3 clusters
  Score: Raw -998147.033194 + Penalty 3010.237251 = -995136.795943
  nChanged 14
		SP:Iteration 30Q (21249.670000 sec): 3 clusters
  Score: Raw -998154.576316 + Penalty 3010.237251 = -995144.339065
  nChanged 8
		SP:Iteration 31Q (21249.850000 sec): 3 clusters
  Score: Raw -998157.736151 + Penalty 3010.237251 = -995147.498900
  nChanged 8
		SP:Iteration 32Q (21250.120000 sec): 3 clusters
  Score: Raw -998162.440471 + Penalty 3010.237251 = -995152.203220
  nChanged 8
		SP:Iteration 33Q (21250.370000 sec): 3 clusters
  Score: Raw -998167.413901 + Penalty 3010.237251 = -995157.176650
  nChanged 8
		SP:Iteration 34Q (21250.550000 sec): 3 clusters
  Score: Raw -998173.975810 + Penalty 3010.237251 = -995163.738559
  nChanged 12
		SP:Iteration 35Q (21250.740000 sec): 3 clusters
  Score: Raw -998180.865644 + Penalty 3010.237251 = -995170.628393
  nChanged 5
		SP:Iteration 36Q (21250.970000 sec): 3 clusters
  Score: Raw -998183.794771 + Penalty 3010.237251 = -995173.557520
  nChanged 1
		SP:Iteration 37Q (21251.210000 sec): 3 clusters
  Score: Raw -998184.187590 + Penalty 3010.237251 = -995173.950338
  nChanged 0
		SP:Iteration 38F (21251.400000 sec): 3 clusters
  Score: Raw -998184.187590 + Penalty 3010.237251 = -995173.950338
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (15024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21251.600000 sec): 2 clusters
  Score: Raw -1304967.357631 + Penalty 1562.828183 = -1303404.529448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21251.870000 sec): 3 clusters
  Score: Raw -1296130.381420 + Penalty 3125.656365 = -1293004.725054
  nChanged 6695
		SP:Iteration 1F (21252.150000 sec): 3 clusters
  Score: Raw -1299793.835608 + Penalty 3125.656365 = -1296668.179243
  nChanged 927
		SP:Iteration 2F (21252.430000 sec): 3 clusters
  Score: Raw -1300223.312835 + Penalty 3125.656365 = -1297097.656469
  nChanged 867
		SP:Iteration 3F (21252.670000 sec): 3 clusters
  Score: Raw -1300696.195783 + Penalty 3125.656365 = -1297570.539418
  nChanged 863
		SP:Iteration 4F (21252.910000 sec): 3 clusters
  Score: Raw -1301238.629617 + Penalty 3125.656365 = -1298112.973252
  nChanged 918
		SP:Iteration 5F (21253.190000 sec): 3 clusters
  Score: Raw -1301855.929859 + Penalty 3125.656365 = -1298730.273494
  nChanged 925
		SP:Iteration 6F (21253.490000 sec): 3 clusters
  Score: Raw -1302513.998841 + Penalty 3125.656365 = -1299388.342475
  nChanged 939
		SP:Iteration 7F (21253.720000 sec): 3 clusters
  Score: Raw -1303203.206010 + Penalty 3125.656365 = -1300077.549645
  nChanged 874
		SP:Iteration 8F (21253.980000 sec): 3 clusters
  Score: Raw -1303755.113738 + Penalty 3125.656365 = -1300629.457373
  nChanged 697
		SP:Iteration 9Q (21254.260000 sec): 3 clusters
  Score: Raw -1304136.164659 + Penalty 3125.656365 = -1301010.508294
  nChanged 521
		SP:Iteration 10Q (21254.520000 sec): 3 clusters
  Score: Raw -1304405.473868 + Penalty 3125.656365 = -1301279.817502
  nChanged 436
		SP:Iteration 11Q (21254.780000 sec): 3 clusters
  Score: Raw -1304619.353115 + Penalty 3125.656365 = -1301493.696750
  nChanged 369
		SP:Iteration 12Q (21255.040000 sec): 3 clusters
  Score: Raw -1304802.965709 + Penalty 3125.656365 = -1301677.309343
  nChanged 334
		SP:Iteration 13Q (21255.310000 sec): 3 clusters
  Score: Raw -1304981.916619 + Penalty 3125.656365 = -1301856.260253
  nChanged 307
		SP:Iteration 14Q (21255.610000 sec): 3 clusters
  Score: Raw -1305136.385159 + Penalty 3125.656365 = -1302010.728794
  nChanged 268
		SP:Iteration 15Q (21255.920000 sec): 3 clusters
  Score: Raw -1305258.655485 + Penalty 3125.656365 = -1302132.999119
  nChanged 256
		SP:Iteration 16Q (21256.160000 sec): 3 clusters
  Score: Raw -1305371.511842 + Penalty 3125.656365 = -1302245.855477
  nChanged 233
		SP:Iteration 17Q (21256.450000 sec): 3 clusters
  Score: Raw -1305459.335836 + Penalty 3125.656365 = -1302333.679470
  nChanged 201
		SP:Iteration 18Q (21256.730000 sec): 3 clusters
  Score: Raw -1305519.969107 + Penalty 3125.656365 = -1302394.312742
  nChanged 155
		SP:Iteration 19Q (21257.010000 sec): 3 clusters
  Score: Raw -1305562.595499 + Penalty 3125.656365 = -1302436.939133
  nChanged 124
		SP:Iteration 20F (21257.260000 sec): 3 clusters
  Score: Raw -1305594.999305 + Penalty 3125.656365 = -1302469.342939
  nChanged 113
		SP:Iteration 21Q (21257.530000 sec): 3 clusters
  Score: Raw -1305618.643785 + Penalty 3125.656365 = -1302492.987420
  nChanged 87
		SP:Iteration 22Q (21257.840000 sec): 3 clusters
  Score: Raw -1305633.573637 + Penalty 3125.656365 = -1302507.917271
  nChanged 69
		SP:Iteration 23Q (21258.070000 sec): 3 clusters
  Score: Raw -1305645.858350 + Penalty 3125.656365 = -1302520.201984
  nChanged 63
		SP:Iteration 24Q (21258.360000 sec): 3 clusters
  Score: Raw -1305656.748016 + Penalty 3125.656365 = -1302531.091650
  nChanged 60
		SP:Iteration 25Q (21258.640000 sec): 3 clusters
  Score: Raw -1305666.229780 + Penalty 3125.656365 = -1302540.573414
  nChanged 49
		SP:Iteration 26Q (21258.920000 sec): 3 clusters
  Score: Raw -1305672.954009 + Penalty 3125.656365 = -1302547.297643
  nChanged 48
		SP:Iteration 27Q (21259.230000 sec): 3 clusters
  Score: Raw -1305679.492487 + Penalty 3125.656365 = -1302553.836121
  nChanged 45
		SP:Iteration 28Q (21259.460000 sec): 3 clusters
  Score: Raw -1305684.500072 + Penalty 3125.656365 = -1302558.843706
  nChanged 36
		SP:Iteration 29Q (21259.710000 sec): 3 clusters
  Score: Raw -1305689.311844 + Penalty 3125.656365 = -1302563.655479
  nChanged 28
		SP:Iteration 30Q (21259.950000 sec): 3 clusters
  Score: Raw -1305692.453901 + Penalty 3125.656365 = -1302566.797535
  nChanged 26
		SP:Iteration 31Q (21260.240000 sec): 3 clusters
  Score: Raw -1305695.476063 + Penalty 3125.656365 = -1302569.819698
  nChanged 34
		SP:Iteration 32Q (21260.480000 sec): 3 clusters
  Score: Raw -1305700.585525 + Penalty 3125.656365 = -1302574.929159
  nChanged 34
		SP:Iteration 33Q (21260.750000 sec): 3 clusters
  Score: Raw -1305704.506654 + Penalty 3125.656365 = -1302578.850288
  nChanged 29
		SP:Iteration 34Q (21261.010000 sec): 3 clusters
  Score: Raw -1305707.415438 + Penalty 3125.656365 = -1302581.759073
  nChanged 25
		SP:Iteration 35Q (21261.270000 sec): 3 clusters
  Score: Raw -1305710.207137 + Penalty 3125.656365 = -1302584.550771
  nChanged 23
		SP:Iteration 36Q (21261.590000 sec): 3 clusters
  Score: Raw -1305713.306898 + Penalty 3125.656365 = -1302587.650532
  nChanged 26
		SP:Iteration 37Q (21261.830000 sec): 3 clusters
  Score: Raw -1305716.512849 + Penalty 3125.656365 = -1302590.856484
  nChanged 28
		SP:Iteration 38Q (21262.110000 sec): 3 clusters
  Score: Raw -1305719.533623 + Penalty 3125.656365 = -1302593.877257
  nChanged 23
		SP:Iteration 39Q (21262.380000 sec): 3 clusters
  Score: Raw -1305721.847037 + Penalty 3125.656365 = -1302596.190671
  nChanged 24
		SP:Iteration 40F (21262.650000 sec): 3 clusters
  Score: Raw -1305724.511388 + Penalty 3125.656365 = -1302598.855023
  nChanged 18
		SP:Iteration 41Q (21262.910000 sec): 3 clusters
  Score: Raw -1305726.789879 + Penalty 3125.656365 = -1302601.133513
  nChanged 23
		SP:Iteration 42Q (21263.210000 sec): 3 clusters
  Score: Raw -1305729.424655 + Penalty 3125.656365 = -1302603.768289
  nChanged 26
		SP:Iteration 43Q (21263.450000 sec): 3 clusters
  Score: Raw -1305732.310386 + Penalty 3125.656365 = -1302606.654021
  nChanged 30
		SP:Iteration 44Q (21263.720000 sec): 3 clusters
  Score: Raw -1305735.923905 + Penalty 3125.656365 = -1302610.267539
  nChanged 26
		SP:Iteration 45Q (21264.000000 sec): 3 clusters
  Score: Raw -1305738.419073 + Penalty 3125.656365 = -1302612.762707
  nChanged 21
		SP:Iteration 46Q (21264.270000 sec): 3 clusters
  Score: Raw -1305740.403201 + Penalty 3125.656365 = -1302614.746835
  nChanged 17
		SP:Iteration 47Q (21264.510000 sec): 3 clusters
  Score: Raw -1305741.968975 + Penalty 3125.656365 = -1302616.312610
  nChanged 17
		SP:Iteration 48Q (21264.740000 sec): 3 clusters
  Score: Raw -1305743.817015 + Penalty 3125.656365 = -1302618.160650
  nChanged 16
		SP:Iteration 49Q (21265.000000 sec): 3 clusters
  Score: Raw -1305745.584384 + Penalty 3125.656365 = -1302619.928018
  nChanged 19
		SP:Iteration 50Q (21265.270000 sec): 3 clusters
  Score: Raw -1305747.742924 + Penalty 3125.656365 = -1302622.086558
  nChanged 27
		SP:Iteration 51Q (21265.560000 sec): 3 clusters
  Score: Raw -1305752.135400 + Penalty 3125.656365 = -1302626.479034
  nChanged 40
		SP:Iteration 52Q (21265.840000 sec): 3 clusters
  Score: Raw -1305759.473278 + Penalty 3125.656365 = -1302633.816912
  nChanged 50
		SP:Iteration 53Q (21266.110000 sec): 3 clusters
  Score: Raw -1305770.101194 + Penalty 3125.656365 = -1302644.444829
  nChanged 58
		SP:Iteration 54Q (21266.360000 sec): 3 clusters
  Score: Raw -1305781.595490 + Penalty 3125.656365 = -1302655.939124
  nChanged 62
		SP:Iteration 55Q (21266.630000 sec): 3 clusters
  Score: Raw -1305793.604917 + Penalty 3125.656365 = -1302667.948551
  nChanged 57
		SP:Iteration 56Q (21266.930000 sec): 3 clusters
  Score: Raw -1305804.407439 + Penalty 3125.656365 = -1302678.751073
  nChanged 58
		SP:Iteration 57Q (21267.220000 sec): 3 clusters
  Score: Raw -1305816.141984 + Penalty 3125.656365 = -1302690.485618
  nChanged 62
		SP:Iteration 58Q (21267.430000 sec): 3 clusters
  Score: Raw -1305829.351925 + Penalty 3125.656365 = -1302703.695560
  nChanged 74
		SP:Iteration 59Q (21267.690000 sec): 3 clusters
  Score: Raw -1305844.397895 + Penalty 3125.656365 = -1302718.741529
  nChanged 80
		SP:Iteration 60F (21267.930000 sec): 3 clusters
  Score: Raw -1305864.059468 + Penalty 3125.656365 = -1302738.403103
  nChanged 90
		SP:Iteration 61Q (21268.190000 sec): 3 clusters
  Score: Raw -1305886.036257 + Penalty 3125.656365 = -1302760.379892
  nChanged 80
		SP:Iteration 62Q (21268.450000 sec): 3 clusters
  Score: Raw -1305901.952229 + Penalty 3125.656365 = -1302776.295863
  nChanged 75
		SP:Iteration 63Q (21268.680000 sec): 3 clusters
  Score: Raw -1305916.607444 + Penalty 3125.656365 = -1302790.951078
  nChanged 61
		SP:Iteration 64Q (21268.980000 sec): 3 clusters
  Score: Raw -1305928.324350 + Penalty 3125.656365 = -1302802.667984
  nChanged 64
		SP:Iteration 65Q (21269.220000 sec): 3 clusters
  Score: Raw -1305939.756687 + Penalty 3125.656365 = -1302814.100321
  nChanged 58
		SP:Iteration 66Q (21269.470000 sec): 3 clusters
  Score: Raw -1305947.685243 + Penalty 3125.656365 = -1302822.028877
  nChanged 47
		SP:Iteration 67Q (21269.730000 sec): 3 clusters
  Score: Raw -1305955.109300 + Penalty 3125.656365 = -1302829.452935
  nChanged 54
		SP:Iteration 68Q (21269.980000 sec): 3 clusters
  Score: Raw -1305963.022112 + Penalty 3125.656365 = -1302837.365746
  nChanged 48
		SP:Iteration 69Q (21270.230000 sec): 3 clusters
  Score: Raw -1305970.287282 + Penalty 3125.656365 = -1302844.630916
  nChanged 41
		SP:Iteration 70Q (21270.520000 sec): 3 clusters
  Score: Raw -1305976.583115 + Penalty 3125.656365 = -1302850.926750
  nChanged 43
		SP:Iteration 71Q (21270.740000 sec): 3 clusters
  Score: Raw -1305981.985021 + Penalty 3125.656365 = -1302856.328656
  nChanged 44
		SP:Iteration 72Q (21271.020000 sec): 3 clusters
  Score: Raw -1305989.214358 + Penalty 3125.656365 = -1302863.557992
  nChanged 41
		SP:Iteration 73Q (21271.310000 sec): 3 clusters
  Score: Raw -1305994.350916 + Penalty 3125.656365 = -1302868.694551
  nChanged 32
		SP:Iteration 74Q (21271.650000 sec): 3 clusters
  Score: Raw -1305999.525131 + Penalty 3125.656365 = -1302873.868765
  nChanged 41
		SP:Iteration 75Q (21271.870000 sec): 3 clusters
  Score: Raw -1306004.242348 + Penalty 3125.656365 = -1302878.585983
  nChanged 35
		SP:Iteration 76Q (21272.160000 sec): 3 clusters
  Score: Raw -1306008.416301 + Penalty 3125.656365 = -1302882.759936
  nChanged 28
		SP:Iteration 77Q (21272.440000 sec): 3 clusters
  Score: Raw -1306011.864618 + Penalty 3125.656365 = -1302886.208252
  nChanged 41
		SP:Iteration 78Q (21272.690000 sec): 3 clusters
  Score: Raw -1306016.856604 + Penalty 3125.656365 = -1302891.200238
  nChanged 36
		SP:Iteration 79Q (21272.960000 sec): 3 clusters
  Score: Raw -1306021.196393 + Penalty 3125.656365 = -1302895.540028
  nChanged 27
		SP:Iteration 80F (21273.210000 sec): 3 clusters
  Score: Raw -1306024.982455 + Penalty 3125.656365 = -1302899.326090
  nChanged 32
		SP:Iteration 81Q (21273.500000 sec): 3 clusters
  Score: Raw -1306029.215884 + Penalty 3125.656365 = -1302903.559518
  nChanged 28
		SP:Iteration 82Q (21273.740000 sec): 3 clusters
  Score: Raw -1306031.967981 + Penalty 3125.656365 = -1302906.311616
  nChanged 23
		SP:Iteration 83Q (21274.040000 sec): 3 clusters
  Score: Raw -1306033.858142 + Penalty 3125.656365 = -1302908.201777
  nChanged 25
		SP:Iteration 84Q (21274.280000 sec): 3 clusters
  Score: Raw -1306036.512118 + Penalty 3125.656365 = -1302910.855753
  nChanged 28
		SP:Iteration 85Q (21274.530000 sec): 3 clusters
  Score: Raw -1306039.943016 + Penalty 3125.656365 = -1302914.286651
  nChanged 24
		SP:Iteration 86Q (21274.820000 sec): 3 clusters
  Score: Raw -1306043.068788 + Penalty 3125.656365 = -1302917.412423
  nChanged 31
		SP:Iteration 87Q (21275.080000 sec): 3 clusters
  Score: Raw -1306046.778563 + Penalty 3125.656365 = -1302921.122197
  nChanged 28
		SP:Iteration 88Q (21275.300000 sec): 3 clusters
  Score: Raw -1306050.874840 + Penalty 3125.656365 = -1302925.218474
  nChanged 39
		SP:Iteration 89Q (21275.570000 sec): 3 clusters
  Score: Raw -1306057.896946 + Penalty 3125.656365 = -1302932.240580
  nChanged 41
		SP:Iteration 90Q (21275.860000 sec): 3 clusters
  Score: Raw -1306066.193777 + Penalty 3125.656365 = -1302940.537411
  nChanged 50
		SP:Iteration 91Q (21276.120000 sec): 3 clusters
  Score: Raw -1306076.052784 + Penalty 3125.656365 = -1302950.396418
  nChanged 56
		SP:Iteration 92Q (21276.370000 sec): 3 clusters
  Score: Raw -1306087.548534 + Penalty 3125.656365 = -1302961.892168
  nChanged 53
		SP:Iteration 93Q (21276.640000 sec): 3 clusters
  Score: Raw -1306098.335808 + Penalty 3125.656365 = -1302972.679443
  nChanged 56
		SP:Iteration 94Q (21276.910000 sec): 3 clusters
  Score: Raw -1306111.261475 + Penalty 3125.656365 = -1302985.605109
  nChanged 56
		SP:Iteration 95Q (21277.180000 sec): 3 clusters
  Score: Raw -1306122.801065 + Penalty 3125.656365 = -1302997.144699
  nChanged 52
		SP:Iteration 96Q (21277.470000 sec): 3 clusters
  Score: Raw -1306132.698773 + Penalty 3125.656365 = -1303007.042408
  nChanged 47
		SP:Iteration 97Q (21277.780000 sec): 3 clusters
  Score: Raw -1306141.220753 + Penalty 3125.656365 = -1303015.564387
  nChanged 48
		SP:Iteration 98Q (21277.990000 sec): 3 clusters
  Score: Raw -1306151.584209 + Penalty 3125.656365 = -1303025.927844
  nChanged 59
		SP:Iteration 99Q (21278.260000 sec): 3 clusters
  Score: Raw -1306168.879762 + Penalty 3125.656365 = -1303043.223397
  nChanged 85
		SP:Iteration 100F (21278.480000 sec): 3 clusters
  Score: Raw -1306199.384077 + Penalty 3125.656365 = -1303073.727712
  nChanged 97
		SP:Iteration 101Q (21278.710000 sec): 3 clusters
  Score: Raw -1306236.412515 + Penalty 3125.656365 = -1303110.756149
  nChanged 103
		SP:Iteration 102Q (21279.000000 sec): 3 clusters
  Score: Raw -1306283.174660 + Penalty 3125.656365 = -1303157.518294
  nChanged 127
		SP:Iteration 103Q (21279.310000 sec): 3 clusters
  Score: Raw -1306351.344747 + Penalty 3125.656365 = -1303225.688382
  nChanged 134
		SP:Iteration 104Q (21279.620000 sec): 3 clusters
  Score: Raw -1306422.357261 + Penalty 3125.656365 = -1303296.700896
  nChanged 148
		SP:Iteration 105Q (21279.890000 sec): 3 clusters
  Score: Raw -1306503.327178 + Penalty 3125.656365 = -1303377.670813
  nChanged 166
		SP:Iteration 106Q (21280.150000 sec): 3 clusters
  Score: Raw -1306587.537593 + Penalty 3125.656365 = -1303461.881228
  nChanged 146
		SP:Iteration 107Q (21280.430000 sec): 3 clusters
  Score: Raw -1306654.900236 + Penalty 3125.656365 = -1303529.243870
  nChanged 134
		SP:Iteration 108Q (21280.680000 sec): 3 clusters
  Score: Raw -1306704.313864 + Penalty 3125.656365 = -1303578.657498
  nChanged 114
		SP:Iteration 109Q (21280.990000 sec): 3 clusters
  Score: Raw -1306738.061261 + Penalty 3125.656365 = -1303612.404895
  nChanged 84
		SP:Iteration 110Q (21281.330000 sec): 3 clusters
  Score: Raw -1306756.654441 + Penalty 3125.656365 = -1303630.998076
  nChanged 62
		SP:Iteration 111Q (21281.590000 sec): 3 clusters
  Score: Raw -1306769.699725 + Penalty 3125.656365 = -1303644.043359
  nChanged 51
		SP:Iteration 112Q (21281.840000 sec): 3 clusters
  Score: Raw -1306779.063727 + Penalty 3125.656365 = -1303653.407362
  nChanged 40
		SP:Iteration 113Q (21282.130000 sec): 3 clusters
  Score: Raw -1306786.521433 + Penalty 3125.656365 = -1303660.865068
  nChanged 37
		SP:Iteration 114Q (21282.330000 sec): 3 clusters
  Score: Raw -1306791.270583 + Penalty 3125.656365 = -1303665.614218
  nChanged 22
		SP:Iteration 115Q (21282.580000 sec): 3 clusters
  Score: Raw -1306793.644484 + Penalty 3125.656365 = -1303667.988119
  nChanged 15
		SP:Iteration 116Q (21282.820000 sec): 3 clusters
  Score: Raw -1306795.183200 + Penalty 3125.656365 = -1303669.526835
  nChanged 13
		SP:Iteration 117Q (21283.060000 sec): 3 clusters
  Score: Raw -1306796.335574 + Penalty 3125.656365 = -1303670.679209
  nChanged 10
		SP:Iteration 118Q (21283.330000 sec): 3 clusters
  Score: Raw -1306796.918048 + Penalty 3125.656365 = -1303671.261683
  nChanged 10
		SP:Iteration 119Q (21283.550000 sec): 3 clusters
  Score: Raw -1306798.033646 + Penalty 3125.656365 = -1303672.377281
  nChanged 9
		SP:Iteration 120F (21283.790000 sec): 3 clusters
  Score: Raw -1306798.766148 + Penalty 3125.656365 = -1303673.109783
  nChanged 9
		SP:Iteration 121Q (21283.990000 sec): 3 clusters
  Score: Raw -1306799.838566 + Penalty 3125.656365 = -1303674.182200
  nChanged 7
		SP:Iteration 122Q (21284.230000 sec): 3 clusters
  Score: Raw -1306800.688414 + Penalty 3125.656365 = -1303675.032048
  nChanged 10
		SP:Iteration 123Q (21284.510000 sec): 3 clusters
  Score: Raw -1306801.629524 + Penalty 3125.656365 = -1303675.973159
  nChanged 5
		SP:Iteration 124Q (21284.780000 sec): 3 clusters
  Score: Raw -1306801.927102 + Penalty 3125.656365 = -1303676.270737
  nChanged 4
		SP:Iteration 125Q (21285.050000 sec): 3 clusters
  Score: Raw -1306802.277369 + Penalty 3125.656365 = -1303676.621003
  nChanged 6
		SP:Iteration 126Q (21285.270000 sec): 3 clusters
  Score: Raw -1306802.600856 + Penalty 3125.656365 = -1303676.944491
  nChanged 4
		SP:Iteration 127Q (21285.560000 sec): 3 clusters
  Score: Raw -1306802.887848 + Penalty 3125.656365 = -1303677.231482
  nChanged 6
		SP:Iteration 128Q (21285.840000 sec): 3 clusters
  Score: Raw -1306803.305427 + Penalty 3125.656365 = -1303677.649061
  nChanged 4
		SP:Iteration 129Q (21286.100000 sec): 3 clusters
  Score: Raw -1306803.632962 + Penalty 3125.656365 = -1303677.976597
  nChanged 3
		SP:Iteration 130Q (21286.320000 sec): 3 clusters
  Score: Raw -1306803.776665 + Penalty 3125.656365 = -1303678.120299
  nChanged 3
		SP:Iteration 131Q (21286.560000 sec): 3 clusters
  Score: Raw -1306803.970324 + Penalty 3125.656365 = -1303678.313958
  nChanged 4
		SP:Iteration 132Q (21286.800000 sec): 3 clusters
  Score: Raw -1306804.161923 + Penalty 3125.656365 = -1303678.505557
  nChanged 2
		SP:Iteration 133Q (21287.030000 sec): 3 clusters
  Score: Raw -1306804.228945 + Penalty 3125.656365 = -1303678.572580
  nChanged 0
		SP:Iteration 134F (21287.310000 sec): 3 clusters
  Score: Raw -1306804.228945 + Penalty 3125.656365 = -1303678.572580
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 108.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21287.460000 sec): 2 clusters
  Score: Raw -277575.843639 + Penalty 1326.594129 = -276249.249511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21287.660000 sec): 3 clusters
  Score: Raw -275889.557915 + Penalty 2653.188257 = -273236.369658
  nChanged 1375
		SP:Iteration 1F (21287.790000 sec): 3 clusters
  Score: Raw -276942.173357 + Penalty 2653.188257 = -274288.985100
  nChanged 401
		SP:Iteration 2F (21287.930000 sec): 3 clusters
  Score: Raw -277318.082647 + Penalty 2653.188257 = -274664.894390
  nChanged 261
		SP:Iteration 3F (21288.080000 sec): 3 clusters
  Score: Raw -277527.878838 + Penalty 2653.188257 = -274874.690580
  nChanged 173
		SP:Iteration 4Q (21288.220000 sec): 3 clusters
  Score: Raw -277649.485418 + Penalty 2653.188257 = -274996.297161
  nChanged 113
		SP:Iteration 5Q (21288.370000 sec): 3 clusters
  Score: Raw -277729.034195 + Penalty 2653.188257 = -275075.845938
  nChanged 85
		SP:Iteration 6Q (21288.520000 sec): 3 clusters
  Score: Raw -277792.495076 + Penalty 2653.188257 = -275139.306819
  nChanged 70
		SP:Iteration 7Q (21288.660000 sec): 3 clusters
  Score: Raw -277845.196428 + Penalty 2653.188257 = -275192.008171
  nChanged 66
		SP:Iteration 8Q (21288.810000 sec): 3 clusters
  Score: Raw -277885.334342 + Penalty 2653.188257 = -275232.146085
  nChanged 46
		SP:Iteration 9Q (21288.960000 sec): 3 clusters
  Score: Raw -277910.086824 + Penalty 2653.188257 = -275256.898567
  nChanged 36
		SP:Iteration 10Q (21289.100000 sec): 3 clusters
  Score: Raw -277931.383393 + Penalty 2653.188257 = -275278.195135
  nChanged 31
		SP:Iteration 11Q (21289.250000 sec): 3 clusters
  Score: Raw -277946.537364 + Penalty 2653.188257 = -275293.349107
  nChanged 21
		SP:Iteration 12Q (21289.410000 sec): 3 clusters
  Score: Raw -277956.685043 + Penalty 2653.188257 = -275303.496786
  nChanged 15
		SP:Iteration 13Q (21289.590000 sec): 3 clusters
  Score: Raw -277963.768164 + Penalty 2653.188257 = -275310.579907
  nChanged 17
		SP:Iteration 14Q (21289.750000 sec): 3 clusters
  Score: Raw -277973.661790 + Penalty 2653.188257 = -275320.473533
  nChanged 15
		SP:Iteration 15Q (21289.860000 sec): 3 clusters
  Score: Raw -277980.469322 + Penalty 2653.188257 = -275327.281065
  nChanged 16
		SP:Iteration 16Q (21290.010000 sec): 3 clusters
  Score: Raw -277986.496278 + Penalty 2653.188257 = -275333.308021
  nChanged 9
		SP:Iteration 17Q (21290.160000 sec): 3 clusters
  Score: Raw -277990.889027 + Penalty 2653.188257 = -275337.700770
  nChanged 7
		SP:Iteration 18Q (21290.300000 sec): 3 clusters
  Score: Raw -277992.643187 + Penalty 2653.188257 = -275339.454930
  nChanged 2
		SP:Iteration 19Q (21290.480000 sec): 3 clusters
  Score: Raw -277993.398211 + Penalty 2653.188257 = -275340.209954
  nChanged 1
		SP:Iteration 20F (21290.680000 sec): 3 clusters
  Score: Raw -277994.063024 + Penalty 2653.188257 = -275340.874767
  nChanged 3
		SP:Iteration 21Q (21290.860000 sec): 3 clusters
  Score: Raw -277995.108133 + Penalty 2653.188257 = -275341.919876
  nChanged 4
		SP:Iteration 22Q (21291.040000 sec): 3 clusters
  Score: Raw -277996.291104 + Penalty 2653.188257 = -275343.102847
  nChanged 1
		SP:Iteration 23Q (21291.230000 sec): 3 clusters
  Score: Raw -277996.565343 + Penalty 2653.188257 = -275343.377085
  nChanged 0
		SP:Iteration 24F (21291.360000 sec): 3 clusters
  Score: Raw -277996.565343 + Penalty 2653.188257 = -275343.377085
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (3284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21291.430000 sec): 2 clusters
  Score: Raw -264465.093721 + Penalty 1315.732839 = -263149.360882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21291.620000 sec): 3 clusters
  Score: Raw -262907.713874 + Penalty 2631.465678 = -260276.248196
  nChanged 1232
		SP:Iteration 1F (21291.760000 sec): 3 clusters
  Score: Raw -263703.229974 + Penalty 2631.465678 = -261071.764296
  nChanged 275
		SP:Iteration 2F (21291.890000 sec): 3 clusters
  Score: Raw -263934.676606 + Penalty 2631.465678 = -261303.210928
  nChanged 222
		SP:Iteration 3F (21292.050000 sec): 3 clusters
  Score: Raw -264114.360187 + Penalty 2631.465678 = -261482.894510
  nChanged 177
		SP:Iteration 4F (21292.190000 sec): 3 clusters
  Score: Raw -264280.026710 + Penalty 2631.465678 = -261648.561032
  nChanged 167
		SP:Iteration 5F (21292.340000 sec): 3 clusters
  Score: Raw -264432.028048 + Penalty 2631.465678 = -261800.562370
  nChanged 151
		SP:Iteration 6Q (21292.480000 sec): 3 clusters
  Score: Raw -264562.537426 + Penalty 2631.465678 = -261931.071748
  nChanged 127
		SP:Iteration 7Q (21292.620000 sec): 3 clusters
  Score: Raw -264664.246556 + Penalty 2631.465678 = -262032.780878
  nChanged 122
		SP:Iteration 8Q (21292.760000 sec): 3 clusters
  Score: Raw -264751.536850 + Penalty 2631.465678 = -262120.071172
  nChanged 80
		SP:Iteration 9Q (21292.900000 sec): 3 clusters
  Score: Raw -264798.041799 + Penalty 2631.465678 = -262166.576121
  nChanged 59
		SP:Iteration 10Q (21293.040000 sec): 3 clusters
  Score: Raw -264830.508525 + Penalty 2631.465678 = -262199.042848
  nChanged 46
		SP:Iteration 11Q (21293.180000 sec): 3 clusters
  Score: Raw -264855.395304 + Penalty 2631.465678 = -262223.929626
  nChanged 38
		SP:Iteration 12Q (21293.320000 sec): 3 clusters
  Score: Raw -264877.694404 + Penalty 2631.465678 = -262246.228726
  nChanged 36
		SP:Iteration 13Q (21293.470000 sec): 3 clusters
  Score: Raw -264893.301083 + Penalty 2631.465678 = -262261.835405
  nChanged 37
		SP:Iteration 14Q (21293.620000 sec): 3 clusters
  Score: Raw -264915.535046 + Penalty 2631.465678 = -262284.069368
  nChanged 39
		SP:Iteration 15Q (21293.770000 sec): 3 clusters
  Score: Raw -264937.063226 + Penalty 2631.465678 = -262305.597548
  nChanged 35
		SP:Iteration 16Q (21293.920000 sec): 3 clusters
  Score: Raw -264961.755948 + Penalty 2631.465678 = -262330.290270
  nChanged 37
		SP:Iteration 17Q (21294.080000 sec): 3 clusters
  Score: Raw -264985.349737 + Penalty 2631.465678 = -262353.884059
  nChanged 48
		SP:Iteration 18Q (21294.230000 sec): 3 clusters
  Score: Raw -265019.675299 + Penalty 2631.465678 = -262388.209621
  nChanged 34
		SP:Iteration 19Q (21294.370000 sec): 3 clusters
  Score: Raw -265043.406901 + Penalty 2631.465678 = -262411.941223
  nChanged 31
		SP:Iteration 20F (21294.520000 sec): 3 clusters
  Score: Raw -265063.258048 + Penalty 2631.465678 = -262431.792370
  nChanged 33
		SP:Iteration 21Q (21294.670000 sec): 3 clusters
  Score: Raw -265083.789652 + Penalty 2631.465678 = -262452.323974
  nChanged 45
		SP:Iteration 22Q (21294.820000 sec): 3 clusters
  Score: Raw -265111.380207 + Penalty 2631.465678 = -262479.914529
  nChanged 35
		SP:Iteration 23Q (21294.970000 sec): 3 clusters
  Score: Raw -265131.721959 + Penalty 2631.465678 = -262500.256281
  nChanged 33
		SP:Iteration 24Q (21295.110000 sec): 3 clusters
  Score: Raw -265147.274316 + Penalty 2631.465678 = -262515.808638
  nChanged 24
		SP:Iteration 25Q (21295.240000 sec): 3 clusters
  Score: Raw -265158.021011 + Penalty 2631.465678 = -262526.555333
  nChanged 22
		SP:Iteration 26Q (21295.390000 sec): 3 clusters
  Score: Raw -265166.829804 + Penalty 2631.465678 = -262535.364126
  nChanged 22
		SP:Iteration 27Q (21295.530000 sec): 3 clusters
  Score: Raw -265174.519732 + Penalty 2631.465678 = -262543.054054
  nChanged 18
		SP:Iteration 28Q (21295.670000 sec): 3 clusters
  Score: Raw -265180.434282 + Penalty 2631.465678 = -262548.968604
  nChanged 19
		SP:Iteration 29Q (21295.820000 sec): 3 clusters
  Score: Raw -265186.833383 + Penalty 2631.465678 = -262555.367705
  nChanged 16
		SP:Iteration 30Q (21295.960000 sec): 3 clusters
  Score: Raw -265194.104604 + Penalty 2631.465678 = -262562.638926
  nChanged 21
		SP:Iteration 31Q (21296.120000 sec): 3 clusters
  Score: Raw -265203.060043 + Penalty 2631.465678 = -262571.594365
  nChanged 12
		SP:Iteration 32Q (21296.270000 sec): 3 clusters
  Score: Raw -265206.823259 + Penalty 2631.465678 = -262575.357581
  nChanged 10
		SP:Iteration 33Q (21296.430000 sec): 3 clusters
  Score: Raw -265210.033709 + Penalty 2631.465678 = -262578.568031
  nChanged 11
		SP:Iteration 34Q (21296.570000 sec): 3 clusters
  Score: Raw -265215.611551 + Penalty 2631.465678 = -262584.145873
  nChanged 11
		SP:Iteration 35Q (21296.710000 sec): 3 clusters
  Score: Raw -265219.807603 + Penalty 2631.465678 = -262588.341925
  nChanged 12
		SP:Iteration 36Q (21296.860000 sec): 3 clusters
  Score: Raw -265223.183070 + Penalty 2631.465678 = -262591.717392
  nChanged 12
		SP:Iteration 37Q (21297.000000 sec): 3 clusters
  Score: Raw -265226.909837 + Penalty 2631.465678 = -262595.444159
  nChanged 11
		SP:Iteration 38Q (21297.160000 sec): 3 clusters
  Score: Raw -265232.139153 + Penalty 2631.465678 = -262600.673475
  nChanged 6
		SP:Iteration 39Q (21297.330000 sec): 3 clusters
  Score: Raw -265233.399980 + Penalty 2631.465678 = -262601.934302
  nChanged 3
		SP:Iteration 40F (21297.490000 sec): 3 clusters
  Score: Raw -265234.648806 + Penalty 2631.465678 = -262603.183128
  nChanged 5
		SP:Iteration 41Q (21297.660000 sec): 3 clusters
  Score: Raw -265236.681743 + Penalty 2631.465678 = -262605.216065
  nChanged 7
		SP:Iteration 42Q (21297.820000 sec): 3 clusters
  Score: Raw -265238.534210 + Penalty 2631.465678 = -262607.068532
  nChanged 5
		SP:Iteration 43Q (21297.950000 sec): 3 clusters
  Score: Raw -265239.573579 + Penalty 2631.465678 = -262608.107902
  nChanged 2
		SP:Iteration 44Q (21298.080000 sec): 3 clusters
  Score: Raw -265240.248343 + Penalty 2631.465678 = -262608.782665
  nChanged 3
		SP:Iteration 45Q (21298.220000 sec): 3 clusters
  Score: Raw -265240.879826 + Penalty 2631.465678 = -262609.414148
  nChanged 3
		SP:Iteration 46Q (21298.360000 sec): 3 clusters
  Score: Raw -265241.609823 + Penalty 2631.465678 = -262610.144145
  nChanged 3
		SP:Iteration 47Q (21298.500000 sec): 3 clusters
  Score: Raw -265242.132945 + Penalty 2631.465678 = -262610.667267
  nChanged 0
		SP:Iteration 48F (21298.650000 sec): 3 clusters
  Score: Raw -265242.132945 + Penalty 2631.465678 = -262610.667267
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (25399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21298.890000 sec): 2 clusters
  Score: Raw -2421292.406755 + Penalty 1648.150576 = -2419644.256179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21299.230000 sec): 3 clusters
  Score: Raw -2405849.655151 + Penalty 3296.301152 = -2402553.353999
  nChanged 11563
		SP:Iteration 1F (21299.630000 sec): 3 clusters
  Score: Raw -2412566.291424 + Penalty 3296.301152 = -2409269.990273
  nChanged 1456
		SP:Iteration 2F (21299.930000 sec): 3 clusters
  Score: Raw -2413224.908834 + Penalty 3296.301152 = -2409928.607682
  nChanged 1411
		SP:Iteration 3F (21300.230000 sec): 3 clusters
  Score: Raw -2413883.326844 + Penalty 3296.301152 = -2410587.025693
  nChanged 1394
		SP:Iteration 4F (21300.560000 sec): 3 clusters
  Score: Raw -2414566.671894 + Penalty 3296.301152 = -2411270.370742
  nChanged 1339
		SP:Iteration 5F (21300.870000 sec): 3 clusters
  Score: Raw -2415210.317372 + Penalty 3296.301152 = -2411914.016220
  nChanged 1247
		SP:Iteration 6Q (21301.240000 sec): 3 clusters
  Score: Raw -2415810.274885 + Penalty 3296.301152 = -2412513.973733
  nChanged 1115
		SP:Iteration 7Q (21301.610000 sec): 3 clusters
  Score: Raw -2416373.729337 + Penalty 3296.301152 = -2413077.428185
  nChanged 1060
		SP:Iteration 8Q (21301.960000 sec): 3 clusters
  Score: Raw -2416993.641391 + Penalty 3296.301152 = -2413697.340240
  nChanged 960
		SP:Iteration 9Q (21302.360000 sec): 3 clusters
  Score: Raw -2417537.845307 + Penalty 3296.301152 = -2414241.544155
  nChanged 827
		SP:Iteration 10Q (21302.710000 sec): 3 clusters
  Score: Raw -2417925.498376 + Penalty 3296.301152 = -2414629.197225
  nChanged 630
		SP:Iteration 11Q (21303.060000 sec): 3 clusters
  Score: Raw -2418175.703826 + Penalty 3296.301152 = -2414879.402674
  nChanged 524
		SP:Iteration 12Q (21303.400000 sec): 3 clusters
  Score: Raw -2418364.408042 + Penalty 3296.301152 = -2415068.106891
  nChanged 423
		SP:Iteration 13Q (21303.750000 sec): 3 clusters
  Score: Raw -2418510.383727 + Penalty 3296.301152 = -2415214.082576
  nChanged 403
		SP:Iteration 14Q (21304.120000 sec): 3 clusters
  Score: Raw -2418652.318496 + Penalty 3296.301152 = -2415356.017344
  nChanged 424
		SP:Iteration 15Q (21304.450000 sec): 3 clusters
  Score: Raw -2418812.426471 + Penalty 3296.301152 = -2415516.125320
  nChanged 420
		SP:Iteration 16Q (21304.850000 sec): 3 clusters
  Score: Raw -2418974.824320 + Penalty 3296.301152 = -2415678.523169
  nChanged 425
		SP:Iteration 17Q (21305.190000 sec): 3 clusters
  Score: Raw -2419140.500588 + Penalty 3296.301152 = -2415844.199436
  nChanged 417
		SP:Iteration 18Q (21305.570000 sec): 3 clusters
  Score: Raw -2419316.993391 + Penalty 3296.301152 = -2416020.692239
  nChanged 432
		SP:Iteration 19Q (21305.850000 sec): 3 clusters
  Score: Raw -2419510.915864 + Penalty 3296.301152 = -2416214.614713
  nChanged 418
		SP:Iteration 20F (21306.220000 sec): 3 clusters
  Score: Raw -2419723.858774 + Penalty 3296.301152 = -2416427.557622
  nChanged 464
		SP:Iteration 21Q (21306.540000 sec): 3 clusters
  Score: Raw -2419964.214067 + Penalty 3296.301152 = -2416667.912916
  nChanged 432
		SP:Iteration 22Q (21306.870000 sec): 3 clusters
  Score: Raw -2420195.498590 + Penalty 3296.301152 = -2416899.197438
  nChanged 391
		SP:Iteration 23Q (21307.260000 sec): 3 clusters
  Score: Raw -2420421.839775 + Penalty 3296.301152 = -2417125.538623
  nChanged 348
		SP:Iteration 24Q (21307.680000 sec): 3 clusters
  Score: Raw -2420620.226151 + Penalty 3296.301152 = -2417323.924999
  nChanged 328
		SP:Iteration 25Q (21308.020000 sec): 3 clusters
  Score: Raw -2420808.393206 + Penalty 3296.301152 = -2417512.092054
  nChanged 274
		SP:Iteration 26Q (21308.330000 sec): 3 clusters
  Score: Raw -2420986.928282 + Penalty 3296.301152 = -2417690.627130
  nChanged 233
		SP:Iteration 27Q (21308.670000 sec): 3 clusters
  Score: Raw -2421138.374001 + Penalty 3296.301152 = -2417842.072850
  nChanged 195
		SP:Iteration 28Q (21308.970000 sec): 3 clusters
  Score: Raw -2421262.902622 + Penalty 3296.301152 = -2417966.601471
  nChanged 181
		SP:Iteration 29Q (21309.290000 sec): 3 clusters
  Score: Raw -2421370.101223 + Penalty 3296.301152 = -2418073.800071
  nChanged 156
		SP:Iteration 30Q (21309.650000 sec): 3 clusters
  Score: Raw -2421470.444674 + Penalty 3296.301152 = -2418174.143522
  nChanged 134
		SP:Iteration 31Q (21310.030000 sec): 3 clusters
  Score: Raw -2421561.171096 + Penalty 3296.301152 = -2418264.869944
  nChanged 122
		SP:Iteration 32Q (21310.370000 sec): 3 clusters
  Score: Raw -2421632.507825 + Penalty 3296.301152 = -2418336.206673
  nChanged 99
		SP:Iteration 33Q (21310.700000 sec): 3 clusters
  Score: Raw -2421684.810788 + Penalty 3296.301152 = -2418388.509636
  nChanged 85
		SP:Iteration 34Q (21311.030000 sec): 3 clusters
  Score: Raw -2421725.839890 + Penalty 3296.301152 = -2418429.538739
  nChanged 80
		SP:Iteration 35Q (21311.310000 sec): 3 clusters
  Score: Raw -2421761.636305 + Penalty 3296.301152 = -2418465.335153
  nChanged 59
		SP:Iteration 36Q (21311.640000 sec): 3 clusters
  Score: Raw -2421784.799724 + Penalty 3296.301152 = -2418488.498572
  nChanged 51
		SP:Iteration 37Q (21311.990000 sec): 3 clusters
  Score: Raw -2421807.885273 + Penalty 3296.301152 = -2418511.584121
  nChanged 40
		SP:Iteration 38Q (21312.330000 sec): 3 clusters
  Score: Raw -2421824.574427 + Penalty 3296.301152 = -2418528.273275
  nChanged 29
		SP:Iteration 39Q (21312.680000 sec): 3 clusters
  Score: Raw -2421837.036463 + Penalty 3296.301152 = -2418540.735311
  nChanged 25
		SP:Iteration 40F (21313.110000 sec): 3 clusters
  Score: Raw -2421858.183607 + Penalty 3296.301152 = -2418561.882455
  nChanged 33
		SP:Iteration 41Q (21313.500000 sec): 3 clusters
  Score: Raw -2421869.434005 + Penalty 3296.301152 = -2418573.132853
  nChanged 25
		SP:Iteration 42Q (21313.860000 sec): 3 clusters
  Score: Raw -2421877.624533 + Penalty 3296.301152 = -2418581.323382
  nChanged 20
		SP:Iteration 43Q (21314.240000 sec): 3 clusters
  Score: Raw -2421883.365556 + Penalty 3296.301152 = -2418587.064404
  nChanged 14
		SP:Iteration 44Q (21314.590000 sec): 3 clusters
  Score: Raw -2421888.161333 + Penalty 3296.301152 = -2418591.860181
  nChanged 12
		SP:Iteration 45Q (21314.950000 sec): 3 clusters
  Score: Raw -2421891.473820 + Penalty 3296.301152 = -2418595.172668
  nChanged 11
		SP:Iteration 46Q (21315.290000 sec): 3 clusters
  Score: Raw -2421894.762161 + Penalty 3296.301152 = -2418598.461009
  nChanged 9
		SP:Iteration 47Q (21315.660000 sec): 3 clusters
  Score: Raw -2421897.165266 + Penalty 3296.301152 = -2418600.864114
  nChanged 9
		SP:Iteration 48Q (21316.050000 sec): 3 clusters
  Score: Raw -2421901.207472 + Penalty 3296.301152 = -2418604.906321
  nChanged 18
		SP:Iteration 49Q (21316.380000 sec): 3 clusters
  Score: Raw -2421909.707560 + Penalty 3296.301152 = -2418613.406408
  nChanged 17
		SP:Iteration 50Q (21316.660000 sec): 3 clusters
  Score: Raw -2421916.493985 + Penalty 3296.301152 = -2418620.192833
  nChanged 17
		SP:Iteration 51Q (21317.030000 sec): 3 clusters
  Score: Raw -2421922.982458 + Penalty 3296.301152 = -2418626.681306
  nChanged 12
		SP:Iteration 52Q (21317.320000 sec): 3 clusters
  Score: Raw -2421927.107848 + Penalty 3296.301152 = -2418630.806696
  nChanged 8
		SP:Iteration 53Q (21317.680000 sec): 3 clusters
  Score: Raw -2421930.827061 + Penalty 3296.301152 = -2418634.525909
  nChanged 9
		SP:Iteration 54Q (21318.020000 sec): 3 clusters
  Score: Raw -2421933.371182 + Penalty 3296.301152 = -2418637.070031
  nChanged 11
		SP:Iteration 55Q (21318.390000 sec): 3 clusters
  Score: Raw -2421935.726443 + Penalty 3296.301152 = -2418639.425291
  nChanged 7
		SP:Iteration 56Q (21318.710000 sec): 3 clusters
  Score: Raw -2421937.294489 + Penalty 3296.301152 = -2418640.993337
  nChanged 6
		SP:Iteration 57Q (21319.070000 sec): 3 clusters
  Score: Raw -2421938.812466 + Penalty 3296.301152 = -2418642.511315
  nChanged 1
		SP:Iteration 58Q (21319.400000 sec): 3 clusters
  Score: Raw -2421939.048326 + Penalty 3296.301152 = -2418642.747174
  nChanged 1
		SP:Iteration 59Q (21319.760000 sec): 3 clusters
  Score: Raw -2421939.189933 + Penalty 3296.301152 = -2418642.888782
  nChanged 1
		SP:Iteration 60F (21320.100000 sec): 3 clusters
  Score: Raw -2421939.267218 + Penalty 3296.301152 = -2418642.966066
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (7282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21320.230000 sec): 2 clusters
  Score: Raw -621599.287437 + Penalty 1445.138635 = -620154.148802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21320.420000 sec): 3 clusters
  Score: Raw -617619.527908 + Penalty 2890.277269 = -614729.250638
  nChanged 3111
		SP:Iteration 1F (21320.660000 sec): 3 clusters
  Score: Raw -620072.768304 + Penalty 2890.277269 = -617182.491035
  nChanged 751
		SP:Iteration 2F (21320.870000 sec): 3 clusters
  Score: Raw -620816.174978 + Penalty 2890.277269 = -617925.897709
  nChanged 564
		SP:Iteration 3F (21321.060000 sec): 3 clusters
  Score: Raw -621196.689965 + Penalty 2890.277269 = -618306.412695
  nChanged 371
		SP:Iteration 4F (21321.300000 sec): 3 clusters
  Score: Raw -621400.660900 + Penalty 2890.277269 = -618510.383631
  nChanged 270
		SP:Iteration 5Q (21321.560000 sec): 3 clusters
  Score: Raw -621531.115336 + Penalty 2890.277269 = -618640.838066
  nChanged 215
		SP:Iteration 6Q (21321.770000 sec): 3 clusters
  Score: Raw -621643.203931 + Penalty 2890.277269 = -618752.926661
  nChanged 189
		SP:Iteration 7Q (21322.020000 sec): 3 clusters
  Score: Raw -621744.251544 + Penalty 2890.277269 = -618853.974275
  nChanged 169
		SP:Iteration 8Q (21322.240000 sec): 3 clusters
  Score: Raw -621826.402247 + Penalty 2890.277269 = -618936.124978
  nChanged 137
		SP:Iteration 9Q (21322.400000 sec): 3 clusters
  Score: Raw -621886.550098 + Penalty 2890.277269 = -618996.272829
  nChanged 129
		SP:Iteration 10Q (21322.590000 sec): 3 clusters
  Score: Raw -621940.616948 + Penalty 2890.277269 = -619050.339679
  nChanged 113
		SP:Iteration 11Q (21322.840000 sec): 3 clusters
  Score: Raw -621984.323496 + Penalty 2890.277269 = -619094.046226
  nChanged 104
		SP:Iteration 12Q (21323.060000 sec): 3 clusters
  Score: Raw -622021.455847 + Penalty 2890.277269 = -619131.178577
  nChanged 95
		SP:Iteration 13Q (21323.260000 sec): 3 clusters
  Score: Raw -622054.369808 + Penalty 2890.277269 = -619164.092539
  nChanged 101
		SP:Iteration 14Q (21323.420000 sec): 3 clusters
  Score: Raw -622090.911249 + Penalty 2890.277269 = -619200.633979
  nChanged 83
		SP:Iteration 15Q (21323.600000 sec): 3 clusters
  Score: Raw -622117.955956 + Penalty 2890.277269 = -619227.678687
  nChanged 79
		SP:Iteration 16Q (21323.820000 sec): 3 clusters
  Score: Raw -622153.239088 + Penalty 2890.277269 = -619262.961819
  nChanged 103
		SP:Iteration 17Q (21324.000000 sec): 3 clusters
  Score: Raw -622193.352496 + Penalty 2890.277269 = -619303.075227
  nChanged 76
		SP:Iteration 18Q (21324.160000 sec): 3 clusters
  Score: Raw -622221.853087 + Penalty 2890.277269 = -619331.575818
  nChanged 70
		SP:Iteration 19Q (21324.340000 sec): 3 clusters
  Score: Raw -622249.836871 + Penalty 2890.277269 = -619359.559602
  nChanged 77
		SP:Iteration 20F (21324.600000 sec): 3 clusters
  Score: Raw -622291.697091 + Penalty 2890.277269 = -619401.419822
  nChanged 89
		SP:Iteration 21Q (21324.740000 sec): 3 clusters
  Score: Raw -622335.776492 + Penalty 2890.277269 = -619445.499223
  nChanged 78
		SP:Iteration 22Q (21324.950000 sec): 3 clusters
  Score: Raw -622367.460054 + Penalty 2890.277269 = -619477.182784
  nChanged 82
		SP:Iteration 23Q (21325.150000 sec): 3 clusters
  Score: Raw -622400.489706 + Penalty 2890.277269 = -619510.212436
  nChanged 70
		SP:Iteration 24Q (21325.310000 sec): 3 clusters
  Score: Raw -622425.868634 + Penalty 2890.277269 = -619535.591365
  nChanged 63
		SP:Iteration 25Q (21325.480000 sec): 3 clusters
  Score: Raw -622445.118489 + Penalty 2890.277269 = -619554.841220
  nChanged 52
		SP:Iteration 26Q (21325.660000 sec): 3 clusters
  Score: Raw -622459.215027 + Penalty 2890.277269 = -619568.937758
  nChanged 36
		SP:Iteration 27Q (21325.820000 sec): 3 clusters
  Score: Raw -622470.289429 + Penalty 2890.277269 = -619580.012159
  nChanged 32
		SP:Iteration 28Q (21325.990000 sec): 3 clusters
  Score: Raw -622482.169633 + Penalty 2890.277269 = -619591.892364
  nChanged 43
		SP:Iteration 29Q (21326.170000 sec): 3 clusters
  Score: Raw -622496.023400 + Penalty 2890.277269 = -619605.746131
  nChanged 38
		SP:Iteration 30Q (21326.400000 sec): 3 clusters
  Score: Raw -622507.710016 + Penalty 2890.277269 = -619617.432747
  nChanged 25
		SP:Iteration 31Q (21326.580000 sec): 3 clusters
  Score: Raw -622512.074351 + Penalty 2890.277269 = -619621.797082
  nChanged 17
		SP:Iteration 32Q (21326.760000 sec): 3 clusters
  Score: Raw -622515.845995 + Penalty 2890.277269 = -619625.568726
  nChanged 18
		SP:Iteration 33Q (21326.940000 sec): 3 clusters
  Score: Raw -622520.037802 + Penalty 2890.277269 = -619629.760533
  nChanged 16
		SP:Iteration 34Q (21327.150000 sec): 3 clusters
  Score: Raw -622522.882839 + Penalty 2890.277269 = -619632.605569
  nChanged 16
		SP:Iteration 35Q (21327.360000 sec): 3 clusters
  Score: Raw -622526.635132 + Penalty 2890.277269 = -619636.357863
  nChanged 12
		SP:Iteration 36Q (21327.550000 sec): 3 clusters
  Score: Raw -622528.937825 + Penalty 2890.277269 = -619638.660555
  nChanged 12
		SP:Iteration 37Q (21327.720000 sec): 3 clusters
  Score: Raw -622531.129814 + Penalty 2890.277269 = -619640.852544
  nChanged 10
		SP:Iteration 38Q (21327.920000 sec): 3 clusters
  Score: Raw -622533.791399 + Penalty 2890.277269 = -619643.514130
  nChanged 8
		SP:Iteration 39Q (21328.070000 sec): 3 clusters
  Score: Raw -622534.970481 + Penalty 2890.277269 = -619644.693212
  nChanged 8
		SP:Iteration 40F (21328.250000 sec): 3 clusters
  Score: Raw -622536.489242 + Penalty 2890.277269 = -619646.211972
  nChanged 3
		SP:Iteration 41Q (21328.430000 sec): 3 clusters
  Score: Raw -622536.969615 + Penalty 2890.277269 = -619646.692345
  nChanged 3
		SP:Iteration 42Q (21328.670000 sec): 3 clusters
  Score: Raw -622537.613527 + Penalty 2890.277269 = -619647.336258
  nChanged 2
		SP:Iteration 43Q (21328.840000 sec): 3 clusters
  Score: Raw -622537.779267 + Penalty 2890.277269 = -619647.501998
  nChanged 0
		SP:Iteration 44F (21329.060000 sec): 3 clusters
  Score: Raw -622537.779267 + Penalty 2890.277269 = -619647.501998
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (6389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21329.190000 sec): 2 clusters
  Score: Raw -433308.522950 + Penalty 1423.879119 = -431884.643831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21329.350000 sec): 3 clusters
  Score: Raw -429904.621071 + Penalty 2847.758238 = -427056.862833
  nChanged 2691
		SP:Iteration 1F (21329.520000 sec): 3 clusters
  Score: Raw -431629.288548 + Penalty 2847.758238 = -428781.530310
  nChanged 598
		SP:Iteration 2F (21329.690000 sec): 3 clusters
  Score: Raw -432185.525509 + Penalty 2847.758238 = -429337.767271
  nChanged 494
		SP:Iteration 3F (21329.870000 sec): 3 clusters
  Score: Raw -432620.939057 + Penalty 2847.758238 = -429773.180819
  nChanged 450
		SP:Iteration 4F (21330.070000 sec): 3 clusters
  Score: Raw -433001.616163 + Penalty 2847.758238 = -430153.857925
  nChanged 351
		SP:Iteration 5F (21330.240000 sec): 3 clusters
  Score: Raw -433269.617084 + Penalty 2847.758238 = -430421.858846
  nChanged 249
		SP:Iteration 6Q (21330.450000 sec): 3 clusters
  Score: Raw -433437.884326 + Penalty 2847.758238 = -430590.126088
  nChanged 201
		SP:Iteration 7Q (21330.650000 sec): 3 clusters
  Score: Raw -433550.694642 + Penalty 2847.758238 = -430702.936404
  nChanged 153
		SP:Iteration 8Q (21330.750000 sec): 3 clusters
  Score: Raw -433623.551393 + Penalty 2847.758238 = -430775.793155
  nChanged 123
		SP:Iteration 9Q (21330.940000 sec): 3 clusters
  Score: Raw -433676.379703 + Penalty 2847.758238 = -430828.621465
  nChanged 89
		SP:Iteration 10Q (21331.110000 sec): 3 clusters
  Score: Raw -433713.411222 + Penalty 2847.758238 = -430865.652984
  nChanged 71
		SP:Iteration 11Q (21331.310000 sec): 3 clusters
  Score: Raw -433741.606575 + Penalty 2847.758238 = -430893.848336
  nChanged 56
		SP:Iteration 12Q (21331.540000 sec): 3 clusters
  Score: Raw -433758.188664 + Penalty 2847.758238 = -430910.430426
  nChanged 42
		SP:Iteration 13Q (21331.740000 sec): 3 clusters
  Score: Raw -433771.989307 + Penalty 2847.758238 = -430924.231069
  nChanged 42
		SP:Iteration 14Q (21331.920000 sec): 3 clusters
  Score: Raw -433785.042530 + Penalty 2847.758238 = -430937.284291
  nChanged 43
		SP:Iteration 15Q (21332.120000 sec): 3 clusters
  Score: Raw -433799.822594 + Penalty 2847.758238 = -430952.064356
  nChanged 47
		SP:Iteration 16Q (21332.290000 sec): 3 clusters
  Score: Raw -433811.876944 + Penalty 2847.758238 = -430964.118706
  nChanged 39
		SP:Iteration 17Q (21332.470000 sec): 3 clusters
  Score: Raw -433825.379887 + Penalty 2847.758238 = -430977.621648
  nChanged 34
		SP:Iteration 18Q (21332.670000 sec): 3 clusters
  Score: Raw -433837.577656 + Penalty 2847.758238 = -430989.819418
  nChanged 33
		SP:Iteration 19Q (21332.840000 sec): 3 clusters
  Score: Raw -433848.574702 + Penalty 2847.758238 = -431000.816464
  nChanged 33
		SP:Iteration 20F (21332.990000 sec): 3 clusters
  Score: Raw -433859.157424 + Penalty 2847.758238 = -431011.399186
  nChanged 26
		SP:Iteration 21Q (21333.190000 sec): 3 clusters
  Score: Raw -433865.243411 + Penalty 2847.758238 = -431017.485173
  nChanged 28
		SP:Iteration 22Q (21333.380000 sec): 3 clusters
  Score: Raw -433872.991304 + Penalty 2847.758238 = -431025.233066
  nChanged 29
		SP:Iteration 23Q (21333.540000 sec): 3 clusters
  Score: Raw -433883.123078 + Penalty 2847.758238 = -431035.364840
  nChanged 33
		SP:Iteration 24Q (21333.710000 sec): 3 clusters
  Score: Raw -433894.776936 + Penalty 2847.758238 = -431047.018698
  nChanged 31
		SP:Iteration 25Q (21333.880000 sec): 3 clusters
  Score: Raw -433902.417473 + Penalty 2847.758238 = -431054.659235
  nChanged 23
		SP:Iteration 26Q (21334.080000 sec): 3 clusters
  Score: Raw -433907.253482 + Penalty 2847.758238 = -431059.495243
  nChanged 17
		SP:Iteration 27Q (21334.250000 sec): 3 clusters
  Score: Raw -433912.076530 + Penalty 2847.758238 = -431064.318291
  nChanged 18
		SP:Iteration 28Q (21334.420000 sec): 3 clusters
  Score: Raw -433917.342384 + Penalty 2847.758238 = -431069.584146
  nChanged 18
		SP:Iteration 29Q (21334.610000 sec): 3 clusters
  Score: Raw -433923.937802 + Penalty 2847.758238 = -431076.179563
  nChanged 31
		SP:Iteration 30Q (21334.800000 sec): 3 clusters
  Score: Raw -433932.028771 + Penalty 2847.758238 = -431084.270533
  nChanged 25
		SP:Iteration 31Q (21334.980000 sec): 3 clusters
  Score: Raw -433937.219625 + Penalty 2847.758238 = -431089.461387
  nChanged 23
		SP:Iteration 32Q (21335.160000 sec): 3 clusters
  Score: Raw -433943.950772 + Penalty 2847.758238 = -431096.192534
  nChanged 23
		SP:Iteration 33Q (21335.340000 sec): 3 clusters
  Score: Raw -433951.621429 + Penalty 2847.758238 = -431103.863191
  nChanged 27
		SP:Iteration 34Q (21335.530000 sec): 3 clusters
  Score: Raw -433956.737309 + Penalty 2847.758238 = -431108.979071
  nChanged 24
		SP:Iteration 35Q (21335.720000 sec): 3 clusters
  Score: Raw -433962.784843 + Penalty 2847.758238 = -431115.026605
  nChanged 23
		SP:Iteration 36Q (21335.900000 sec): 3 clusters
  Score: Raw -433968.312987 + Penalty 2847.758238 = -431120.554749
  nChanged 19
		SP:Iteration 37Q (21336.050000 sec): 3 clusters
  Score: Raw -433972.444997 + Penalty 2847.758238 = -431124.686759
  nChanged 11
		SP:Iteration 38Q (21336.200000 sec): 3 clusters
  Score: Raw -433974.293477 + Penalty 2847.758238 = -431126.535239
  nChanged 7
		SP:Iteration 39Q (21336.390000 sec): 3 clusters
  Score: Raw -433975.610692 + Penalty 2847.758238 = -431127.852454
  nChanged 5
		SP:Iteration 40F (21336.580000 sec): 3 clusters
  Score: Raw -433976.668768 + Penalty 2847.758238 = -431128.910530
  nChanged 4
		SP:Iteration 41Q (21336.820000 sec): 3 clusters
  Score: Raw -433977.821023 + Penalty 2847.758238 = -431130.062785
  nChanged 6
		SP:Iteration 42Q (21337.040000 sec): 3 clusters
  Score: Raw -433978.730138 + Penalty 2847.758238 = -431130.971899
  nChanged 6
		SP:Iteration 43Q (21337.230000 sec): 3 clusters
  Score: Raw -433979.907984 + Penalty 2847.758238 = -431132.149746
  nChanged 8
		SP:Iteration 44Q (21337.330000 sec): 3 clusters
  Score: Raw -433981.270371 + Penalty 2847.758238 = -431133.512133
  nChanged 6
		SP:Iteration 45Q (21337.520000 sec): 3 clusters
  Score: Raw -433982.003599 + Penalty 2847.758238 = -431134.245361
  nChanged 4
		SP:Iteration 46Q (21337.670000 sec): 3 clusters
  Score: Raw -433983.337804 + Penalty 2847.758238 = -431135.579566
  nChanged 5
		SP:Iteration 47Q (21337.850000 sec): 3 clusters
  Score: Raw -433984.036193 + Penalty 2847.758238 = -431136.277955
  nChanged 6
		SP:Iteration 48Q (21338.040000 sec): 3 clusters
  Score: Raw -433984.872243 + Penalty 2847.758238 = -431137.114005
  nChanged 5
		SP:Iteration 49Q (21338.200000 sec): 3 clusters
  Score: Raw -433985.385864 + Penalty 2847.758238 = -431137.627626
  nChanged 3
		SP:Iteration 50Q (21338.350000 sec): 3 clusters
  Score: Raw -433985.720944 + Penalty 2847.758238 = -431137.962706
  nChanged 1
		SP:Iteration 51Q (21338.610000 sec): 3 clusters
  Score: Raw -433985.834825 + Penalty 2847.758238 = -431138.076587
  nChanged 2
		SP:Iteration 52Q (21338.780000 sec): 3 clusters
  Score: Raw -433986.551246 + Penalty 2847.758238 = -431138.793007
  nChanged 5
		SP:Iteration 53Q (21338.980000 sec): 3 clusters
  Score: Raw -433987.231909 + Penalty 2847.758238 = -431139.473671
  nChanged 2
		SP:Iteration 54Q (21339.140000 sec): 3 clusters
  Score: Raw -433987.378845 + Penalty 2847.758238 = -431139.620607
  nChanged 0
		SP:Iteration 55F (21339.280000 sec): 3 clusters
  Score: Raw -433987.378845 + Penalty 2847.758238 = -431139.620607
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21339.340000 sec): 2 clusters
  Score: Raw -99705.076723 + Penalty 1147.327409 = -98557.749313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21339.500000 sec): 3 clusters
  Score: Raw -99320.362050 + Penalty 2294.654819 = -97025.707231
  nChanged 379
		SP:Iteration 1F (21339.640000 sec): 3 clusters
  Score: Raw -99650.365990 + Penalty 2294.654819 = -97355.711171
  nChanged 87
		SP:Iteration 2F (21339.790000 sec): 3 clusters
  Score: Raw -99737.091108 + Penalty 2294.654819 = -97442.436289
  nChanged 64
		SP:Iteration 3F (21339.970000 sec): 3 clusters
  Score: Raw -99812.638313 + Penalty 2294.654819 = -97517.983494
  nChanged 36
		SP:Iteration 4Q (21340.100000 sec): 3 clusters
  Score: Raw -99859.213409 + Penalty 2294.654819 = -97564.558590
  nChanged 39
		SP:Iteration 5Q (21340.240000 sec): 3 clusters
  Score: Raw -99904.045860 + Penalty 2294.654819 = -97609.391041
  nChanged 28
		SP:Iteration 6Q (21340.370000 sec): 3 clusters
  Score: Raw -99944.732692 + Penalty 2294.654819 = -97650.077873
  nChanged 30
		SP:Iteration 7Q (21340.500000 sec): 3 clusters
  Score: Raw -99976.424353 + Penalty 2294.654819 = -97681.769534
  nChanged 22
		SP:Iteration 8Q (21340.640000 sec): 3 clusters
  Score: Raw -99995.992370 + Penalty 2294.654819 = -97701.337551
  nChanged 20
		SP:Iteration 9Q (21340.790000 sec): 3 clusters
  Score: Raw -100013.831258 + Penalty 2294.654819 = -97719.176439
  nChanged 13
		SP:Iteration 10Q (21340.950000 sec): 3 clusters
  Score: Raw -100021.341512 + Penalty 2294.654819 = -97726.686693
  nChanged 8
		SP:Iteration 11Q (21341.100000 sec): 3 clusters
  Score: Raw -100025.488798 + Penalty 2294.654819 = -97730.833979
  nChanged 3
		SP:Iteration 12Q (21341.260000 sec): 3 clusters
  Score: Raw -100027.991574 + Penalty 2294.654819 = -97733.336755
  nChanged 1
		SP:Iteration 13Q (21341.410000 sec): 3 clusters
  Score: Raw -100028.430106 + Penalty 2294.654819 = -97733.775287
  nChanged 0
		SP:Iteration 14F (21341.560000 sec): 3 clusters
  Score: Raw -100028.430106 + Penalty 2294.654819 = -97733.775287
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (10715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21341.680000 sec): 2 clusters
  Score: Raw -906586.830434 + Penalty 1507.902485 = -905078.927949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21341.880000 sec): 3 clusters
  Score: Raw -900415.284540 + Penalty 3015.804970 = -897399.479570
  nChanged 4704
		SP:Iteration 1F (21342.100000 sec): 3 clusters
  Score: Raw -903621.205068 + Penalty 3015.804970 = -900605.400098
  nChanged 944
		SP:Iteration 2F (21342.280000 sec): 3 clusters
  Score: Raw -904359.669633 + Penalty 3015.804970 = -901343.864663
  nChanged 847
		SP:Iteration 3F (21342.500000 sec): 3 clusters
  Score: Raw -904955.028814 + Penalty 3015.804970 = -901939.223844
  nChanged 689
		SP:Iteration 4F (21342.730000 sec): 3 clusters
  Score: Raw -905362.907529 + Penalty 3015.804970 = -902347.102559
  nChanged 515
		SP:Iteration 5Q (21342.990000 sec): 3 clusters
  Score: Raw -905634.838382 + Penalty 3015.804970 = -902619.033412
  nChanged 400
		SP:Iteration 6Q (21343.180000 sec): 3 clusters
  Score: Raw -905836.595015 + Penalty 3015.804970 = -902820.790045
  nChanged 293
		SP:Iteration 7Q (21343.370000 sec): 3 clusters
  Score: Raw -905970.723759 + Penalty 3015.804970 = -902954.918789
  nChanged 253
		SP:Iteration 8Q (21343.610000 sec): 3 clusters
  Score: Raw -906078.221977 + Penalty 3015.804970 = -903062.417007
  nChanged 210
		SP:Iteration 9Q (21343.780000 sec): 3 clusters
  Score: Raw -906164.484737 + Penalty 3015.804970 = -903148.679767
  nChanged 190
		SP:Iteration 10Q (21344.030000 sec): 3 clusters
  Score: Raw -906244.605039 + Penalty 3015.804970 = -903228.800069
  nChanged 205
		SP:Iteration 11Q (21344.280000 sec): 3 clusters
  Score: Raw -906343.102159 + Penalty 3015.804970 = -903327.297189
  nChanged 186
		SP:Iteration 12Q (21344.520000 sec): 3 clusters
  Score: Raw -906432.269668 + Penalty 3015.804970 = -903416.464698
  nChanged 156
		SP:Iteration 13Q (21344.690000 sec): 3 clusters
  Score: Raw -906511.130776 + Penalty 3015.804970 = -903495.325806
  nChanged 156
		SP:Iteration 14Q (21344.880000 sec): 3 clusters
  Score: Raw -906591.025304 + Penalty 3015.804970 = -903575.220333
  nChanged 146
		SP:Iteration 15Q (21345.110000 sec): 3 clusters
  Score: Raw -906674.947704 + Penalty 3015.804970 = -903659.142734
  nChanged 146
		SP:Iteration 16Q (21345.280000 sec): 3 clusters
  Score: Raw -906756.343540 + Penalty 3015.804970 = -903740.538570
  nChanged 147
		SP:Iteration 17Q (21345.500000 sec): 3 clusters
  Score: Raw -906848.380828 + Penalty 3015.804970 = -903832.575858
  nChanged 129
		SP:Iteration 18Q (21345.770000 sec): 3 clusters
  Score: Raw -906919.167379 + Penalty 3015.804970 = -903903.362409
  nChanged 111
		SP:Iteration 19Q (21345.940000 sec): 3 clusters
  Score: Raw -906988.742295 + Penalty 3015.804970 = -903972.937324
  nChanged 115
		SP:Iteration 20F (21346.160000 sec): 3 clusters
  Score: Raw -907069.407189 + Penalty 3015.804970 = -904053.602219
  nChanged 86
		SP:Iteration 21Q (21346.430000 sec): 3 clusters
  Score: Raw -907127.439346 + Penalty 3015.804970 = -904111.634376
  nChanged 77
		SP:Iteration 22Q (21346.670000 sec): 3 clusters
  Score: Raw -907171.616283 + Penalty 3015.804970 = -904155.811313
  nChanged 62
		SP:Iteration 23Q (21346.910000 sec): 3 clusters
  Score: Raw -907201.678882 + Penalty 3015.804970 = -904185.873912
  nChanged 59
		SP:Iteration 24Q (21347.110000 sec): 3 clusters
  Score: Raw -907239.075341 + Penalty 3015.804970 = -904223.270371
  nChanged 53
		SP:Iteration 25Q (21347.340000 sec): 3 clusters
  Score: Raw -907264.750446 + Penalty 3015.804970 = -904248.945476
  nChanged 31
		SP:Iteration 26Q (21347.560000 sec): 3 clusters
  Score: Raw -907280.218125 + Penalty 3015.804970 = -904264.413155
  nChanged 28
		SP:Iteration 27Q (21347.810000 sec): 3 clusters
  Score: Raw -907298.909924 + Penalty 3015.804970 = -904283.104954
  nChanged 33
		SP:Iteration 28Q (21348.010000 sec): 3 clusters
  Score: Raw -907314.122924 + Penalty 3015.804970 = -904298.317954
  nChanged 24
		SP:Iteration 29Q (21348.200000 sec): 3 clusters
  Score: Raw -907325.771769 + Penalty 3015.804970 = -904309.966798
  nChanged 24
		SP:Iteration 30Q (21348.420000 sec): 3 clusters
  Score: Raw -907338.567732 + Penalty 3015.804970 = -904322.762762
  nChanged 22
		SP:Iteration 31Q (21348.670000 sec): 3 clusters
  Score: Raw -907346.169307 + Penalty 3015.804970 = -904330.364337
  nChanged 15
		SP:Iteration 32Q (21348.880000 sec): 3 clusters
  Score: Raw -907351.550852 + Penalty 3015.804970 = -904335.745882
  nChanged 15
		SP:Iteration 33Q (21349.110000 sec): 3 clusters
  Score: Raw -907357.033496 + Penalty 3015.804970 = -904341.228526
  nChanged 12
		SP:Iteration 34Q (21349.300000 sec): 3 clusters
  Score: Raw -907360.346373 + Penalty 3015.804970 = -904344.541403
  nChanged 7
		SP:Iteration 35Q (21349.560000 sec): 3 clusters
  Score: Raw -907362.594184 + Penalty 3015.804970 = -904346.789214
  nChanged 6
		SP:Iteration 36Q (21349.690000 sec): 3 clusters
  Score: Raw -907363.710342 + Penalty 3015.804970 = -904347.905372
  nChanged 2
		SP:Iteration 37Q (21349.880000 sec): 3 clusters
  Score: Raw -907364.342342 + Penalty 3015.804970 = -904348.537372
  nChanged 2
		SP:Iteration 38Q (21350.130000 sec): 3 clusters
  Score: Raw -907365.308590 + Penalty 3015.804970 = -904349.503620
  nChanged 0
		SP:Iteration 39F (21350.360000 sec): 3 clusters
  Score: Raw -907365.308590 + Penalty 3015.804970 = -904349.503620
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21350.410000 sec): 2 clusters
  Score: Raw -68158.761457 + Penalty 1104.302188 = -67054.459268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21350.560000 sec): 3 clusters
  Score: Raw -67926.570006 + Penalty 2208.604377 = -65717.965629
  nChanged 280
		SP:Iteration 1F (21350.710000 sec): 3 clusters
  Score: Raw -68223.232727 + Penalty 2208.604377 = -66014.628350
  nChanged 72
		SP:Iteration 2F (21350.860000 sec): 3 clusters
  Score: Raw -68312.633673 + Penalty 2208.604377 = -66104.029296
  nChanged 41
		SP:Iteration 3Q (21351.010000 sec): 3 clusters
  Score: Raw -68363.092149 + Penalty 2208.604377 = -66154.487772
  nChanged 21
		SP:Iteration 4Q (21351.170000 sec): 3 clusters
  Score: Raw -68395.028557 + Penalty 2208.604377 = -66186.424180
  nChanged 22
		SP:Iteration 5Q (21351.360000 sec): 3 clusters
  Score: Raw -68428.593222 + Penalty 2208.604377 = -66219.988845
  nChanged 16
		SP:Iteration 6Q (21351.500000 sec): 3 clusters
  Score: Raw -68448.739749 + Penalty 2208.604377 = -66240.135372
  nChanged 17
		SP:Iteration 7Q (21351.620000 sec): 3 clusters
  Score: Raw -68471.111477 + Penalty 2208.604377 = -66262.507100
  nChanged 22
		SP:Iteration 8Q (21351.760000 sec): 3 clusters
  Score: Raw -68500.045969 + Penalty 2208.604377 = -66291.441592
  nChanged 25
		SP:Iteration 9Q (21351.910000 sec): 3 clusters
  Score: Raw -68542.089822 + Penalty 2208.604377 = -66333.485445
  nChanged 24
		SP:Iteration 10Q (21352.060000 sec): 3 clusters
  Score: Raw -68597.692574 + Penalty 2208.604377 = -66389.088197
  nChanged 24
		SP:Iteration 11Q (21352.240000 sec): 3 clusters
  Score: Raw -68674.615929 + Penalty 2208.604377 = -66466.011552
  nChanged 33
		SP:Iteration 12Q (21352.420000 sec): 3 clusters
  Score: Raw -68742.822992 + Penalty 2208.604377 = -66534.218615
  nChanged 26
		SP:Iteration 13Q (21352.580000 sec): 3 clusters
  Score: Raw -68829.420339 + Penalty 2208.604377 = -66620.815962
  nChanged 27
		SP:Iteration 14Q (21352.720000 sec): 3 clusters
  Score: Raw -68895.981883 + Penalty 2208.604377 = -66687.377506
  nChanged 19
		SP:Iteration 15Q (21352.880000 sec): 3 clusters
  Score: Raw -68930.347859 + Penalty 2208.604377 = -66721.743482
  nChanged 15
		SP:Iteration 16Q (21353.050000 sec): 3 clusters
  Score: Raw -68957.504708 + Penalty 2208.604377 = -66748.900331
  nChanged 10
		SP:Iteration 17Q (21353.210000 sec): 3 clusters
  Score: Raw -68972.658294 + Penalty 2208.604377 = -66764.053917
  nChanged 3
		SP:Iteration 18Q (21353.370000 sec): 3 clusters
  Score: Raw -68980.748815 + Penalty 2208.604377 = -66772.144438
  nChanged 4
		SP:Iteration 19Q (21353.510000 sec): 3 clusters
  Score: Raw -68987.608596 + Penalty 2208.604377 = -66779.004220
  nChanged 2
		SP:Iteration 20F (21353.650000 sec): 3 clusters
  Score: Raw -68988.831631 + Penalty 2208.604377 = -66780.227254
  nChanged 1
		SP:Iteration 21Q (21353.790000 sec): 3 clusters
  Score: Raw -68989.166728 + Penalty 2208.604377 = -66780.562351
  nChanged 1
		SP:Iteration 22Q (21353.930000 sec): 3 clusters
  Score: Raw -68990.116229 + Penalty 2208.604377 = -66781.511853
  nChanged 3
		SP:Iteration 23Q (21354.090000 sec): 3 clusters
  Score: Raw -68991.778511 + Penalty 2208.604377 = -66783.174134
  nChanged 3
		SP:Iteration 24Q (21354.190000 sec): 3 clusters
  Score: Raw -68993.670325 + Penalty 2208.604377 = -66785.065948
  nChanged 2
		SP:Iteration 25Q (21354.320000 sec): 3 clusters
  Score: Raw -68996.614597 + Penalty 2208.604377 = -66788.010220
  nChanged 1
		SP:Iteration 26Q (21354.460000 sec): 3 clusters
  Score: Raw -68997.455458 + Penalty 2208.604377 = -66788.851081
  nChanged 0
		SP:Iteration 27F (21354.600000 sec): 3 clusters
  Score: Raw -68997.455458 + Penalty 2208.604377 = -66788.851081
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (2479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21354.670000 sec): 2 clusters
  Score: Raw -206485.160147 + Penalty 1270.036711 = -205215.123436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21354.810000 sec): 3 clusters
  Score: Raw -205387.920003 + Penalty 2540.073423 = -202847.846580
  nChanged 915
		SP:Iteration 1F (21354.960000 sec): 3 clusters
  Score: Raw -205978.837842 + Penalty 2540.073423 = -203438.764419
  nChanged 199
		SP:Iteration 2F (21355.100000 sec): 3 clusters
  Score: Raw -206149.427419 + Penalty 2540.073423 = -203609.353996
  nChanged 143
		SP:Iteration 3F (21355.290000 sec): 3 clusters
  Score: Raw -206256.062168 + Penalty 2540.073423 = -203715.988745
  nChanged 116
		SP:Iteration 4Q (21355.400000 sec): 3 clusters
  Score: Raw -206339.427647 + Penalty 2540.073423 = -203799.354224
  nChanged 96
		SP:Iteration 5Q (21355.550000 sec): 3 clusters
  Score: Raw -206404.487408 + Penalty 2540.073423 = -203864.413985
  nChanged 92
		SP:Iteration 6Q (21355.690000 sec): 3 clusters
  Score: Raw -206465.393484 + Penalty 2540.073423 = -203925.320061
  nChanged 80
		SP:Iteration 7Q (21355.840000 sec): 3 clusters
  Score: Raw -206521.568129 + Penalty 2540.073423 = -203981.494706
  nChanged 68
		SP:Iteration 8Q (21356.000000 sec): 3 clusters
  Score: Raw -206566.253474 + Penalty 2540.073423 = -204026.180051
  nChanged 55
		SP:Iteration 9Q (21356.150000 sec): 3 clusters
  Score: Raw -206597.931943 + Penalty 2540.073423 = -204057.858520
  nChanged 49
		SP:Iteration 10Q (21356.290000 sec): 3 clusters
  Score: Raw -206627.786743 + Penalty 2540.073423 = -204087.713320
  nChanged 39
		SP:Iteration 11Q (21356.440000 sec): 3 clusters
  Score: Raw -206650.086189 + Penalty 2540.073423 = -204110.012766
  nChanged 30
		SP:Iteration 12Q (21356.590000 sec): 3 clusters
  Score: Raw -206667.523050 + Penalty 2540.073423 = -204127.449627
  nChanged 29
		SP:Iteration 13Q (21356.740000 sec): 3 clusters
  Score: Raw -206682.353142 + Penalty 2540.073423 = -204142.279719
  nChanged 24
		SP:Iteration 14Q (21356.890000 sec): 3 clusters
  Score: Raw -206692.839215 + Penalty 2540.073423 = -204152.765792
  nChanged 8
		SP:Iteration 15Q (21357.040000 sec): 3 clusters
  Score: Raw -206696.961381 + Penalty 2540.073423 = -204156.887958
  nChanged 10
		SP:Iteration 16Q (21357.190000 sec): 3 clusters
  Score: Raw -206700.935417 + Penalty 2540.073423 = -204160.861994
  nChanged 10
		SP:Iteration 17Q (21357.370000 sec): 3 clusters
  Score: Raw -206704.744156 + Penalty 2540.073423 = -204164.670733
  nChanged 8
		SP:Iteration 18Q (21357.500000 sec): 3 clusters
  Score: Raw -206708.653176 + Penalty 2540.073423 = -204168.579753
  nChanged 5
		SP:Iteration 19Q (21357.650000 sec): 3 clusters
  Score: Raw -206711.171753 + Penalty 2540.073423 = -204171.098330
  nChanged 4
		SP:Iteration 20F (21357.790000 sec): 3 clusters
  Score: Raw -206713.602598 + Penalty 2540.073423 = -204173.529175
  nChanged 6
		SP:Iteration 21Q (21358.020000 sec): 3 clusters
  Score: Raw -206716.755740 + Penalty 2540.073423 = -204176.682317
  nChanged 5
		SP:Iteration 22Q (21358.140000 sec): 3 clusters
  Score: Raw -206718.745373 + Penalty 2540.073423 = -204178.671950
  nChanged 10
		SP:Iteration 23Q (21358.270000 sec): 3 clusters
  Score: Raw -206723.793302 + Penalty 2540.073423 = -204183.719879
  nChanged 7
		SP:Iteration 24Q (21358.390000 sec): 3 clusters
  Score: Raw -206727.776269 + Penalty 2540.073423 = -204187.702846
  nChanged 11
		SP:Iteration 25Q (21358.520000 sec): 3 clusters
  Score: Raw -206733.891426 + Penalty 2540.073423 = -204193.818003
  nChanged 10
		SP:Iteration 26Q (21358.650000 sec): 3 clusters
  Score: Raw -206737.881013 + Penalty 2540.073423 = -204197.807590
  nChanged 3
		SP:Iteration 27Q (21358.810000 sec): 3 clusters
  Score: Raw -206738.934413 + Penalty 2540.073423 = -204198.860990
  nChanged 3
		SP:Iteration 28Q (21358.940000 sec): 3 clusters
  Score: Raw -206740.451934 + Penalty 2540.073423 = -204200.378511
  nChanged 4
		SP:Iteration 29Q (21359.070000 sec): 3 clusters
  Score: Raw -206742.117442 + Penalty 2540.073423 = -204202.044019
  nChanged 4
		SP:Iteration 30Q (21359.220000 sec): 3 clusters
  Score: Raw -206743.545959 + Penalty 2540.073423 = -204203.472536
  nChanged 6
		SP:Iteration 31Q (21359.350000 sec): 3 clusters
  Score: Raw -206746.048027 + Penalty 2540.073423 = -204205.974604
  nChanged 2
		SP:Iteration 32Q (21359.500000 sec): 3 clusters
  Score: Raw -206747.180497 + Penalty 2540.073423 = -204207.107074
  nChanged 5
		SP:Iteration 33Q (21359.670000 sec): 3 clusters
  Score: Raw -206749.273951 + Penalty 2540.073423 = -204209.200528
  nChanged 3
		SP:Iteration 34Q (21359.810000 sec): 3 clusters
  Score: Raw -206750.463663 + Penalty 2540.073423 = -204210.390240
  nChanged 3
		SP:Iteration 35Q (21359.960000 sec): 3 clusters
  Score: Raw -206752.691219 + Penalty 2540.073423 = -204212.617796
  nChanged 5
		SP:Iteration 36Q (21360.130000 sec): 3 clusters
  Score: Raw -206757.207110 + Penalty 2540.073423 = -204217.133687
  nChanged 11
		SP:Iteration 37Q (21360.330000 sec): 3 clusters
  Score: Raw -206765.122496 + Penalty 2540.073423 = -204225.049073
  nChanged 11
		SP:Iteration 38Q (21360.490000 sec): 3 clusters
  Score: Raw -206771.983265 + Penalty 2540.073423 = -204231.909842
  nChanged 8
		SP:Iteration 39Q (21360.640000 sec): 3 clusters
  Score: Raw -206775.027571 + Penalty 2540.073423 = -204234.954148
  nChanged 7
		SP:Iteration 40F (21360.770000 sec): 3 clusters
  Score: Raw -206778.642802 + Penalty 2540.073423 = -204238.569379
  nChanged 3
		SP:Iteration 41Q (21360.910000 sec): 3 clusters
  Score: Raw -206780.156766 + Penalty 2540.073423 = -204240.083343
  nChanged 4
		SP:Iteration 42Q (21361.060000 sec): 3 clusters
  Score: Raw -206782.124547 + Penalty 2540.073423 = -204242.051124
  nChanged 3
		SP:Iteration 43Q (21361.210000 sec): 3 clusters
  Score: Raw -206783.161710 + Penalty 2540.073423 = -204243.088287
  nChanged 3
		SP:Iteration 44Q (21361.350000 sec): 3 clusters
  Score: Raw -206784.999064 + Penalty 2540.073423 = -204244.925641
  nChanged 2
		SP:Iteration 45Q (21361.490000 sec): 3 clusters
  Score: Raw -206786.112671 + Penalty 2540.073423 = -204246.039248
  nChanged 0
		SP:Iteration 46F (21361.630000 sec): 3 clusters
  Score: Raw -206786.112671 + Penalty 2540.073423 = -204246.039248
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (10104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21361.750000 sec): 2 clusters
  Score: Raw -780153.963510 + Penalty 1498.361583 = -778655.601927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21362.010000 sec): 3 clusters
  Score: Raw -774496.407659 + Penalty 2996.723166 = -771499.684494
  nChanged 4353
		SP:Iteration 1F (21362.210000 sec): 3 clusters
  Score: Raw -777054.133929 + Penalty 2996.723166 = -774057.410763
  nChanged 744
		SP:Iteration 2F (21362.450000 sec): 3 clusters
  Score: Raw -777531.649063 + Penalty 2996.723166 = -774534.925897
  nChanged 688
		SP:Iteration 3F (21362.750000 sec): 3 clusters
  Score: Raw -777998.835752 + Penalty 2996.723166 = -775002.112587
  nChanged 675
		SP:Iteration 4F (21362.930000 sec): 3 clusters
  Score: Raw -778484.598691 + Penalty 2996.723166 = -775487.875525
  nChanged 587
		SP:Iteration 5F (21363.160000 sec): 3 clusters
  Score: Raw -778887.120458 + Penalty 2996.723166 = -775890.397292
  nChanged 535
		SP:Iteration 6F (21363.430000 sec): 3 clusters
  Score: Raw -779258.239613 + Penalty 2996.723166 = -776261.516447
  nChanged 441
		SP:Iteration 7Q (21363.640000 sec): 3 clusters
  Score: Raw -779535.936996 + Penalty 2996.723166 = -776539.213831
  nChanged 390
		SP:Iteration 8Q (21363.800000 sec): 3 clusters
  Score: Raw -779779.090365 + Penalty 2996.723166 = -776782.367200
  nChanged 334
		SP:Iteration 9Q (21364.000000 sec): 3 clusters
  Score: Raw -779973.541731 + Penalty 2996.723166 = -776976.818565
  nChanged 299
		SP:Iteration 10Q (21364.190000 sec): 3 clusters
  Score: Raw -780128.262594 + Penalty 2996.723166 = -777131.539428
  nChanged 227
		SP:Iteration 11Q (21364.420000 sec): 3 clusters
  Score: Raw -780220.864622 + Penalty 2996.723166 = -777224.141456
  nChanged 158
		SP:Iteration 12Q (21364.680000 sec): 3 clusters
  Score: Raw -780273.796971 + Penalty 2996.723166 = -777277.073805
  nChanged 122
		SP:Iteration 13Q (21364.870000 sec): 3 clusters
  Score: Raw -780314.178192 + Penalty 2996.723166 = -777317.455026
  nChanged 123
		SP:Iteration 14Q (21364.980000 sec): 3 clusters
  Score: Raw -780360.979807 + Penalty 2996.723166 = -777364.256641
  nChanged 105
		SP:Iteration 15Q (21365.250000 sec): 3 clusters
  Score: Raw -780393.638492 + Penalty 2996.723166 = -777396.915326
  nChanged 78
		SP:Iteration 16Q (21365.440000 sec): 3 clusters
  Score: Raw -780410.374229 + Penalty 2996.723166 = -777413.651063
  nChanged 60
		SP:Iteration 17Q (21365.650000 sec): 3 clusters
  Score: Raw -780426.600924 + Penalty 2996.723166 = -777429.877758
  nChanged 56
		SP:Iteration 18Q (21365.860000 sec): 3 clusters
  Score: Raw -780438.778788 + Penalty 2996.723166 = -777442.055623
  nChanged 47
		SP:Iteration 19Q (21366.060000 sec): 3 clusters
  Score: Raw -780450.287856 + Penalty 2996.723166 = -777453.564690
  nChanged 53
		SP:Iteration 20F (21366.270000 sec): 3 clusters
  Score: Raw -780462.804855 + Penalty 2996.723166 = -777466.081689
  nChanged 44
		SP:Iteration 21Q (21366.490000 sec): 3 clusters
  Score: Raw -780471.226584 + Penalty 2996.723166 = -777474.503419
  nChanged 36
		SP:Iteration 22Q (21366.710000 sec): 3 clusters
  Score: Raw -780477.746790 + Penalty 2996.723166 = -777481.023625
  nChanged 36
		SP:Iteration 23Q (21366.930000 sec): 3 clusters
  Score: Raw -780486.457548 + Penalty 2996.723166 = -777489.734382
  nChanged 40
		SP:Iteration 24Q (21367.160000 sec): 3 clusters
  Score: Raw -780494.598393 + Penalty 2996.723166 = -777497.875227
  nChanged 32
		SP:Iteration 25Q (21367.380000 sec): 3 clusters
  Score: Raw -780500.105138 + Penalty 2996.723166 = -777503.381972
  nChanged 31
		SP:Iteration 26Q (21367.600000 sec): 3 clusters
  Score: Raw -780506.248796 + Penalty 2996.723166 = -777509.525631
  nChanged 28
		SP:Iteration 27Q (21367.810000 sec): 3 clusters
  Score: Raw -780511.685014 + Penalty 2996.723166 = -777514.961848
  nChanged 27
		SP:Iteration 28Q (21368.090000 sec): 3 clusters
  Score: Raw -780516.563999 + Penalty 2996.723166 = -777519.840833
  nChanged 25
		SP:Iteration 29Q (21368.270000 sec): 3 clusters
  Score: Raw -780521.025483 + Penalty 2996.723166 = -777524.302317
  nChanged 28
		SP:Iteration 30Q (21368.450000 sec): 3 clusters
  Score: Raw -780526.167925 + Penalty 2996.723166 = -777529.444759
  nChanged 29
		SP:Iteration 31Q (21368.630000 sec): 3 clusters
  Score: Raw -780529.876518 + Penalty 2996.723166 = -777533.153352
  nChanged 20
		SP:Iteration 32Q (21368.860000 sec): 3 clusters
  Score: Raw -780532.535578 + Penalty 2996.723166 = -777535.812412
  nChanged 16
		SP:Iteration 33Q (21369.080000 sec): 3 clusters
  Score: Raw -780534.993144 + Penalty 2996.723166 = -777538.269978
  nChanged 12
		SP:Iteration 34Q (21369.280000 sec): 3 clusters
  Score: Raw -780536.822650 + Penalty 2996.723166 = -777540.099484
  nChanged 7
		SP:Iteration 35Q (21369.520000 sec): 3 clusters
  Score: Raw -780537.801843 + Penalty 2996.723166 = -777541.078677
  nChanged 3
		SP:Iteration 36Q (21369.740000 sec): 3 clusters
  Score: Raw -780537.984824 + Penalty 2996.723166 = -777541.261658
  nChanged 2
		SP:Iteration 37Q (21369.920000 sec): 3 clusters
  Score: Raw -780538.392040 + Penalty 2996.723166 = -777541.668875
  nChanged 3
		SP:Iteration 38Q (21370.160000 sec): 3 clusters
  Score: Raw -780539.074905 + Penalty 2996.723166 = -777542.351739
  nChanged 5
		SP:Iteration 39Q (21370.420000 sec): 3 clusters
  Score: Raw -780539.965181 + Penalty 2996.723166 = -777543.242015
  nChanged 8
		SP:Iteration 40F (21370.560000 sec): 3 clusters
  Score: Raw -780540.765640 + Penalty 2996.723166 = -777544.042474
  nChanged 4
		SP:Iteration 41Q (21370.830000 sec): 3 clusters
  Score: Raw -780541.077926 + Penalty 2996.723166 = -777544.354760
  nChanged 3
		SP:Iteration 42Q (21371.060000 sec): 3 clusters
  Score: Raw -780541.404565 + Penalty 2996.723166 = -777544.681399
  nChanged 4
		SP:Iteration 43Q (21371.250000 sec): 3 clusters
  Score: Raw -780541.945401 + Penalty 2996.723166 = -777545.222235
  nChanged 5
		SP:Iteration 44Q (21371.440000 sec): 3 clusters
  Score: Raw -780542.368315 + Penalty 2996.723166 = -777545.645149
  nChanged 3
		SP:Iteration 45Q (21371.650000 sec): 3 clusters
  Score: Raw -780542.608303 + Penalty 2996.723166 = -777545.885137
  nChanged 2
		SP:Iteration 46Q (21371.870000 sec): 3 clusters
  Score: Raw -780542.822246 + Penalty 2996.723166 = -777546.099080
  nChanged 2
		SP:Iteration 47Q (21372.100000 sec): 3 clusters
  Score: Raw -780542.977236 + Penalty 2996.723166 = -777546.254070
  nChanged 1
		SP:Iteration 48Q (21372.300000 sec): 3 clusters
  Score: Raw -780543.122896 + Penalty 2996.723166 = -777546.399730
  nChanged 3
		SP:Iteration 49Q (21372.520000 sec): 3 clusters
  Score: Raw -780543.337323 + Penalty 2996.723166 = -777546.614157
  nChanged 1
		SP:Iteration 50Q (21372.730000 sec): 3 clusters
  Score: Raw -780543.437399 + Penalty 2996.723166 = -777546.714233
  nChanged 3
		SP:Iteration 51Q (21372.970000 sec): 3 clusters
  Score: Raw -780543.820085 + Penalty 2996.723166 = -777547.096919
  nChanged 4
		SP:Iteration 52Q (21373.160000 sec): 3 clusters
  Score: Raw -780544.492266 + Penalty 2996.723166 = -777547.769100
  nChanged 5
		SP:Iteration 53Q (21373.360000 sec): 3 clusters
  Score: Raw -780544.972421 + Penalty 2996.723166 = -777548.249256
  nChanged 1
		SP:Iteration 54Q (21373.570000 sec): 3 clusters
  Score: Raw -780545.055681 + Penalty 2996.723166 = -777548.332515
  nChanged 3
		SP:Iteration 55Q (21373.830000 sec): 3 clusters
  Score: Raw -780545.414631 + Penalty 2996.723166 = -777548.691465
  nChanged 2
		SP:Iteration 56Q (21374.060000 sec): 3 clusters
  Score: Raw -780545.581205 + Penalty 2996.723166 = -777548.858039
  nChanged 1
		SP:Iteration 57Q (21374.250000 sec): 3 clusters
  Score: Raw -780545.665895 + Penalty 2996.723166 = -777548.942729
  nChanged 0
		SP:Iteration 58F (21374.420000 sec): 3 clusters
  Score: Raw -780545.665895 + Penalty 2996.723166 = -777548.942729
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (2182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21374.530000 sec): 2 clusters
  Score: Raw -167816.801423 + Penalty 1249.299540 = -166567.501884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21374.680000 sec): 3 clusters
  Score: Raw -166873.175722 + Penalty 2498.599079 = -164374.576643
  nChanged 768
		SP:Iteration 1F (21374.840000 sec): 3 clusters
  Score: Raw -167364.113031 + Penalty 2498.599079 = -164865.513952
  nChanged 222
		SP:Iteration 2F (21375.020000 sec): 3 clusters
  Score: Raw -167555.168359 + Penalty 2498.599079 = -165056.569280
  nChanged 150
		SP:Iteration 3F (21375.170000 sec): 3 clusters
  Score: Raw -167705.335889 + Penalty 2498.599079 = -165206.736810
  nChanged 121
		SP:Iteration 4F (21375.350000 sec): 3 clusters
  Score: Raw -167813.246540 + Penalty 2498.599079 = -165314.647461
  nChanged 81
		SP:Iteration 5Q (21375.460000 sec): 3 clusters
  Score: Raw -167870.816587 + Penalty 2498.599079 = -165372.217508
  nChanged 67
		SP:Iteration 6Q (21375.610000 sec): 3 clusters
  Score: Raw -167913.476126 + Penalty 2498.599079 = -165414.877047
  nChanged 55
		SP:Iteration 7Q (21375.820000 sec): 3 clusters
  Score: Raw -167955.965494 + Penalty 2498.599079 = -165457.366415
  nChanged 58
		SP:Iteration 8Q (21375.920000 sec): 3 clusters
  Score: Raw -168002.704118 + Penalty 2498.599079 = -165504.105039
  nChanged 47
		SP:Iteration 9Q (21376.070000 sec): 3 clusters
  Score: Raw -168038.469388 + Penalty 2498.599079 = -165539.870309
  nChanged 42
		SP:Iteration 10Q (21376.220000 sec): 3 clusters
  Score: Raw -168072.246810 + Penalty 2498.599079 = -165573.647731
  nChanged 55
		SP:Iteration 11Q (21376.380000 sec): 3 clusters
  Score: Raw -168118.908601 + Penalty 2498.599079 = -165620.309522
  nChanged 52
		SP:Iteration 12Q (21376.540000 sec): 3 clusters
  Score: Raw -168169.836399 + Penalty 2498.599079 = -165671.237320
  nChanged 47
		SP:Iteration 13Q (21376.710000 sec): 3 clusters
  Score: Raw -168218.526471 + Penalty 2498.599079 = -165719.927391
  nChanged 47
		SP:Iteration 14Q (21376.860000 sec): 3 clusters
  Score: Raw -168259.479006 + Penalty 2498.599079 = -165760.879927
  nChanged 46
		SP:Iteration 15Q (21377.010000 sec): 3 clusters
  Score: Raw -168306.319950 + Penalty 2498.599079 = -165807.720871
  nChanged 33
		SP:Iteration 16Q (21377.140000 sec): 3 clusters
  Score: Raw -168328.245676 + Penalty 2498.599079 = -165829.646597
  nChanged 25
		SP:Iteration 17Q (21377.310000 sec): 3 clusters
  Score: Raw -168340.257960 + Penalty 2498.599079 = -165841.658881
  nChanged 18
		SP:Iteration 18Q (21377.500000 sec): 3 clusters
  Score: Raw -168350.811676 + Penalty 2498.599079 = -165852.212597
  nChanged 12
		SP:Iteration 19Q (21377.700000 sec): 3 clusters
  Score: Raw -168357.894284 + Penalty 2498.599079 = -165859.295205
  nChanged 6
		SP:Iteration 20F (21377.790000 sec): 3 clusters
  Score: Raw -168360.436905 + Penalty 2498.599079 = -165861.837826
  nChanged 4
		SP:Iteration 21Q (21377.930000 sec): 3 clusters
  Score: Raw -168362.024365 + Penalty 2498.599079 = -165863.425286
  nChanged 3
		SP:Iteration 22Q (21378.060000 sec): 3 clusters
  Score: Raw -168362.875944 + Penalty 2498.599079 = -165864.276865
  nChanged 1
		SP:Iteration 23Q (21378.190000 sec): 3 clusters
  Score: Raw -168363.555495 + Penalty 2498.599079 = -165864.956416
  nChanged 3
		SP:Iteration 24Q (21378.330000 sec): 3 clusters
  Score: Raw -168365.393693 + Penalty 2498.599079 = -165866.794614
  nChanged 2
		SP:Iteration 25Q (21378.470000 sec): 3 clusters
  Score: Raw -168366.534699 + Penalty 2498.599079 = -165867.935620
  nChanged 3
		SP:Iteration 26Q (21378.620000 sec): 3 clusters
  Score: Raw -168368.630900 + Penalty 2498.599079 = -165870.031820
  nChanged 6
		SP:Iteration 27Q (21378.760000 sec): 3 clusters
  Score: Raw -168370.872421 + Penalty 2498.599079 = -165872.273342
  nChanged 3
		SP:Iteration 28Q (21378.920000 sec): 3 clusters
  Score: Raw -168371.446795 + Penalty 2498.599079 = -165872.847716
  nChanged 1
		SP:Iteration 29Q (21379.090000 sec): 3 clusters
  Score: Raw -168371.587777 + Penalty 2498.599079 = -165872.988698
  nChanged 0
		SP:Iteration 30F (21379.230000 sec): 3 clusters
  Score: Raw -168371.587777 + Penalty 2498.599079 = -165872.988698
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (8321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21379.360000 sec): 2 clusters
  Score: Raw -714353.327791 + Penalty 1466.812379 = -712886.515412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21379.560000 sec): 3 clusters
  Score: Raw -709730.155831 + Penalty 2933.624759 = -706796.531073
  nChanged 3581
		SP:Iteration 1F (21379.690000 sec): 3 clusters
  Score: Raw -711941.398246 + Penalty 2933.624759 = -709007.773487
  nChanged 766
		SP:Iteration 2F (21379.880000 sec): 3 clusters
  Score: Raw -712522.976646 + Penalty 2933.624759 = -709589.351887
  nChanged 643
		SP:Iteration 3F (21380.050000 sec): 3 clusters
  Score: Raw -713034.224299 + Penalty 2933.624759 = -710100.599540
  nChanged 578
		SP:Iteration 4F (21380.200000 sec): 3 clusters
  Score: Raw -713453.712241 + Penalty 2933.624759 = -710520.087482
  nChanged 447
		SP:Iteration 5F (21380.450000 sec): 3 clusters
  Score: Raw -713714.327095 + Penalty 2933.624759 = -710780.702336
  nChanged 349
		SP:Iteration 6Q (21380.590000 sec): 3 clusters
  Score: Raw -713947.059146 + Penalty 2933.624759 = -711013.434388
  nChanged 359
		SP:Iteration 7Q (21380.860000 sec): 3 clusters
  Score: Raw -714183.087729 + Penalty 2933.624759 = -711249.462970
  nChanged 329
		SP:Iteration 8Q (21381.020000 sec): 3 clusters
  Score: Raw -714398.456556 + Penalty 2933.624759 = -711464.831797
  nChanged 307
		SP:Iteration 9Q (21381.220000 sec): 3 clusters
  Score: Raw -714572.750370 + Penalty 2933.624759 = -711639.125611
  nChanged 245
		SP:Iteration 10Q (21381.430000 sec): 3 clusters
  Score: Raw -714686.926557 + Penalty 2933.624759 = -711753.301798
  nChanged 195
		SP:Iteration 11Q (21381.570000 sec): 3 clusters
  Score: Raw -714765.203856 + Penalty 2933.624759 = -711831.579097
  nChanged 147
		SP:Iteration 12Q (21381.790000 sec): 3 clusters
  Score: Raw -714821.233864 + Penalty 2933.624759 = -711887.609105
  nChanged 116
		SP:Iteration 13Q (21381.940000 sec): 3 clusters
  Score: Raw -714855.921601 + Penalty 2933.624759 = -711922.296843
  nChanged 82
		SP:Iteration 14Q (21382.130000 sec): 3 clusters
  Score: Raw -714879.454927 + Penalty 2933.624759 = -711945.830169
  nChanged 90
		SP:Iteration 15Q (21382.260000 sec): 3 clusters
  Score: Raw -714912.557440 + Penalty 2933.624759 = -711978.932682
  nChanged 89
		SP:Iteration 16Q (21382.480000 sec): 3 clusters
  Score: Raw -714949.537810 + Penalty 2933.624759 = -712015.913051
  nChanged 88
		SP:Iteration 17Q (21382.640000 sec): 3 clusters
  Score: Raw -714977.521030 + Penalty 2933.624759 = -712043.896271
  nChanged 72
		SP:Iteration 18Q (21382.820000 sec): 3 clusters
  Score: Raw -714996.107165 + Penalty 2933.624759 = -712062.482407
  nChanged 53
		SP:Iteration 19Q (21383.010000 sec): 3 clusters
  Score: Raw -715011.235372 + Penalty 2933.624759 = -712077.610613
  nChanged 60
		SP:Iteration 20F (21383.170000 sec): 3 clusters
  Score: Raw -715027.826022 + Penalty 2933.624759 = -712094.201264
  nChanged 60
		SP:Iteration 21Q (21383.330000 sec): 3 clusters
  Score: Raw -715042.874137 + Penalty 2933.624759 = -712109.249379
  nChanged 66
		SP:Iteration 22Q (21383.490000 sec): 3 clusters
  Score: Raw -715063.593505 + Penalty 2933.624759 = -712129.968746
  nChanged 63
		SP:Iteration 23Q (21383.640000 sec): 3 clusters
  Score: Raw -715085.141202 + Penalty 2933.624759 = -712151.516444
  nChanged 57
		SP:Iteration 24Q (21383.790000 sec): 3 clusters
  Score: Raw -715099.600014 + Penalty 2933.624759 = -712165.975255
  nChanged 45
		SP:Iteration 25Q (21383.980000 sec): 3 clusters
  Score: Raw -715111.830293 + Penalty 2933.624759 = -712178.205534
  nChanged 49
		SP:Iteration 26Q (21384.120000 sec): 3 clusters
  Score: Raw -715125.704191 + Penalty 2933.624759 = -712192.079432
  nChanged 52
		SP:Iteration 27Q (21384.290000 sec): 3 clusters
  Score: Raw -715139.824874 + Penalty 2933.624759 = -712206.200115
  nChanged 43
		SP:Iteration 28Q (21384.460000 sec): 3 clusters
  Score: Raw -715149.097054 + Penalty 2933.624759 = -712215.472295
  nChanged 37
		SP:Iteration 29Q (21384.650000 sec): 3 clusters
  Score: Raw -715158.708055 + Penalty 2933.624759 = -712225.083296
  nChanged 37
		SP:Iteration 30Q (21384.850000 sec): 3 clusters
  Score: Raw -715170.610045 + Penalty 2933.624759 = -712236.985286
  nChanged 38
		SP:Iteration 31Q (21385.010000 sec): 3 clusters
  Score: Raw -715182.508865 + Penalty 2933.624759 = -712248.884106
  nChanged 50
		SP:Iteration 32Q (21385.190000 sec): 3 clusters
  Score: Raw -715195.947892 + Penalty 2933.624759 = -712262.323133
  nChanged 46
		SP:Iteration 33Q (21385.420000 sec): 3 clusters
  Score: Raw -715208.313446 + Penalty 2933.624759 = -712274.688687
  nChanged 39
		SP:Iteration 34Q (21385.600000 sec): 3 clusters
  Score: Raw -715218.304069 + Penalty 2933.624759 = -712284.679311
  nChanged 31
		SP:Iteration 35Q (21385.790000 sec): 3 clusters
  Score: Raw -715224.919005 + Penalty 2933.624759 = -712291.294246
  nChanged 26
		SP:Iteration 36Q (21386.000000 sec): 3 clusters
  Score: Raw -715231.742370 + Penalty 2933.624759 = -712298.117611
  nChanged 27
		SP:Iteration 37Q (21386.180000 sec): 3 clusters
  Score: Raw -715241.138651 + Penalty 2933.624759 = -712307.513892
  nChanged 29
		SP:Iteration 38Q (21386.330000 sec): 3 clusters
  Score: Raw -715251.114084 + Penalty 2933.624759 = -712317.489325
  nChanged 24
		SP:Iteration 39Q (21386.520000 sec): 3 clusters
  Score: Raw -715258.647629 + Penalty 2933.624759 = -712325.022870
  nChanged 22
		SP:Iteration 40F (21386.730000 sec): 3 clusters
  Score: Raw -715264.179103 + Penalty 2933.624759 = -712330.554345
  nChanged 24
		SP:Iteration 41Q (21386.950000 sec): 3 clusters
  Score: Raw -715269.523180 + Penalty 2933.624759 = -712335.898422
  nChanged 21
		SP:Iteration 42Q (21387.130000 sec): 3 clusters
  Score: Raw -715275.831212 + Penalty 2933.624759 = -712342.206454
  nChanged 26
		SP:Iteration 43Q (21387.300000 sec): 3 clusters
  Score: Raw -715282.324094 + Penalty 2933.624759 = -712348.699335
  nChanged 17
		SP:Iteration 44Q (21387.490000 sec): 3 clusters
  Score: Raw -715286.280891 + Penalty 2933.624759 = -712352.656132
  nChanged 19
		SP:Iteration 45Q (21387.670000 sec): 3 clusters
  Score: Raw -715289.423756 + Penalty 2933.624759 = -712355.798997
  nChanged 14
		SP:Iteration 46Q (21387.890000 sec): 3 clusters
  Score: Raw -715292.358876 + Penalty 2933.624759 = -712358.734118
  nChanged 14
		SP:Iteration 47Q (21388.120000 sec): 3 clusters
  Score: Raw -715296.580929 + Penalty 2933.624759 = -712362.956171
  nChanged 19
		SP:Iteration 48Q (21388.290000 sec): 3 clusters
  Score: Raw -715299.926675 + Penalty 2933.624759 = -712366.301917
  nChanged 12
		SP:Iteration 49Q (21388.500000 sec): 3 clusters
  Score: Raw -715304.523229 + Penalty 2933.624759 = -712370.898470
  nChanged 20
		SP:Iteration 50Q (21388.670000 sec): 3 clusters
  Score: Raw -715308.496132 + Penalty 2933.624759 = -712374.871373
  nChanged 17
		SP:Iteration 51Q (21388.840000 sec): 3 clusters
  Score: Raw -715311.687368 + Penalty 2933.624759 = -712378.062610
  nChanged 12
		SP:Iteration 52Q (21389.050000 sec): 3 clusters
  Score: Raw -715314.136257 + Penalty 2933.624759 = -712380.511499
  nChanged 8
		SP:Iteration 53Q (21389.170000 sec): 3 clusters
  Score: Raw -715315.919493 + Penalty 2933.624759 = -712382.294734
  nChanged 10
		SP:Iteration 54Q (21389.340000 sec): 3 clusters
  Score: Raw -715318.049238 + Penalty 2933.624759 = -712384.424480
  nChanged 8
		SP:Iteration 55Q (21389.530000 sec): 3 clusters
  Score: Raw -715319.407779 + Penalty 2933.624759 = -712385.783021
  nChanged 6
		SP:Iteration 56Q (21389.710000 sec): 3 clusters
  Score: Raw -715320.187054 + Penalty 2933.624759 = -712386.562295
  nChanged 2
		SP:Iteration 57Q (21389.890000 sec): 3 clusters
  Score: Raw -715320.739724 + Penalty 2933.624759 = -712387.114965
  nChanged 2
		SP:Iteration 58Q (21390.100000 sec): 3 clusters
  Score: Raw -715321.143193 + Penalty 2933.624759 = -712387.518435
  nChanged 2
		SP:Iteration 59Q (21390.270000 sec): 3 clusters
  Score: Raw -715321.506920 + Penalty 2933.624759 = -712387.882162
  nChanged 3
		SP:Iteration 60F (21390.450000 sec): 3 clusters
  Score: Raw -715322.889885 + Penalty 2933.624759 = -712389.265126
  nChanged 4
		SP:Iteration 61Q (21390.660000 sec): 3 clusters
  Score: Raw -715323.395241 + Penalty 2933.624759 = -712389.770482
  nChanged 3
		SP:Iteration 62Q (21390.930000 sec): 3 clusters
  Score: Raw -715324.462882 + Penalty 2933.624759 = -712390.838124
  nChanged 10
		SP:Iteration 63Q (21391.210000 sec): 3 clusters
  Score: Raw -715327.518328 + Penalty 2933.624759 = -712393.893569
  nChanged 11
		SP:Iteration 64Q (21391.350000 sec): 3 clusters
  Score: Raw -715330.326676 + Penalty 2933.624759 = -712396.701918
  nChanged 13
		SP:Iteration 65Q (21391.560000 sec): 3 clusters
  Score: Raw -715333.060502 + Penalty 2933.624759 = -712399.435743
  nChanged 8
		SP:Iteration 66Q (21391.740000 sec): 3 clusters
  Score: Raw -715334.016437 + Penalty 2933.624759 = -712400.391678
  nChanged 5
		SP:Iteration 67Q (21391.940000 sec): 3 clusters
  Score: Raw -715334.518788 + Penalty 2933.624759 = -712400.894030
  nChanged 4
		SP:Iteration 68Q (21392.180000 sec): 3 clusters
  Score: Raw -715335.045481 + Penalty 2933.624759 = -712401.420723
  nChanged 2
		SP:Iteration 69Q (21392.310000 sec): 3 clusters
  Score: Raw -715335.444463 + Penalty 2933.624759 = -712401.819704
  nChanged 2
		SP:Iteration 70Q (21392.500000 sec): 3 clusters
  Score: Raw -715335.833194 + Penalty 2933.624759 = -712402.208435
  nChanged 4
		SP:Iteration 71Q (21392.670000 sec): 3 clusters
  Score: Raw -715336.486300 + Penalty 2933.624759 = -712402.861541
  nChanged 0
		SP:Iteration 72F (21392.900000 sec): 3 clusters
  Score: Raw -715336.486300 + Penalty 2933.624759 = -712402.861541
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 72 (2762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21392.950000 sec): 2 clusters
  Score: Raw -236022.109896 + Penalty 1287.602929 = -234734.506966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21393.100000 sec): 3 clusters
  Score: Raw -234801.079217 + Penalty 2575.205859 = -232225.873358
  nChanged 1048
		SP:Iteration 1F (21393.260000 sec): 3 clusters
  Score: Raw -235455.484777 + Penalty 2575.205859 = -232880.278918
  nChanged 213
		SP:Iteration 2F (21393.440000 sec): 3 clusters
  Score: Raw -235627.898927 + Penalty 2575.205859 = -233052.693069
  nChanged 155
		SP:Iteration 3F (21393.540000 sec): 3 clusters
  Score: Raw -235764.622873 + Penalty 2575.205859 = -233189.417015
  nChanged 139
		SP:Iteration 4F (21393.690000 sec): 3 clusters
  Score: Raw -235883.857330 + Penalty 2575.205859 = -233308.651472
  nChanged 120
		SP:Iteration 5Q (21393.840000 sec): 3 clusters
  Score: Raw -235984.390557 + Penalty 2575.205859 = -233409.184698
  nChanged 95
		SP:Iteration 6Q (21393.980000 sec): 3 clusters
  Score: Raw -236075.926914 + Penalty 2575.205859 = -233500.721055
  nChanged 81
		SP:Iteration 7Q (21394.140000 sec): 3 clusters
  Score: Raw -236145.322691 + Penalty 2575.205859 = -233570.116833
  nChanged 85
		SP:Iteration 8Q (21394.290000 sec): 3 clusters
  Score: Raw -236203.004285 + Penalty 2575.205859 = -233627.798427
  nChanged 55
		SP:Iteration 9Q (21394.440000 sec): 3 clusters
  Score: Raw -236242.521570 + Penalty 2575.205859 = -233667.315711
  nChanged 53
		SP:Iteration 10Q (21394.580000 sec): 3 clusters
  Score: Raw -236277.819036 + Penalty 2575.205859 = -233702.613177
  nChanged 44
		SP:Iteration 11Q (21394.720000 sec): 3 clusters
  Score: Raw -236304.694920 + Penalty 2575.205859 = -233729.489062
  nChanged 39
		SP:Iteration 12Q (21394.860000 sec): 3 clusters
  Score: Raw -236332.397193 + Penalty 2575.205859 = -233757.191334
  nChanged 36
		SP:Iteration 13Q (21395.000000 sec): 3 clusters
  Score: Raw -236354.321552 + Penalty 2575.205859 = -233779.115694
  nChanged 45
		SP:Iteration 14Q (21395.160000 sec): 3 clusters
  Score: Raw -236372.486869 + Penalty 2575.205859 = -233797.281011
  nChanged 19
		SP:Iteration 15Q (21395.320000 sec): 3 clusters
  Score: Raw -236384.079024 + Penalty 2575.205859 = -233808.873166
  nChanged 23
		SP:Iteration 16Q (21395.520000 sec): 3 clusters
  Score: Raw -236396.402324 + Penalty 2575.205859 = -233821.196466
  nChanged 16
		SP:Iteration 17Q (21395.640000 sec): 3 clusters
  Score: Raw -236402.388846 + Penalty 2575.205859 = -233827.182988
  nChanged 17
		SP:Iteration 18Q (21395.780000 sec): 3 clusters
  Score: Raw -236409.006928 + Penalty 2575.205859 = -233833.801070
  nChanged 18
		SP:Iteration 19Q (21395.920000 sec): 3 clusters
  Score: Raw -236418.287931 + Penalty 2575.205859 = -233843.082073
  nChanged 20
		SP:Iteration 20F (21396.060000 sec): 3 clusters
  Score: Raw -236427.543940 + Penalty 2575.205859 = -233852.338081
  nChanged 17
		SP:Iteration 21Q (21396.250000 sec): 3 clusters
  Score: Raw -236436.743252 + Penalty 2575.205859 = -233861.537394
  nChanged 22
		SP:Iteration 22Q (21396.420000 sec): 3 clusters
  Score: Raw -236449.783276 + Penalty 2575.205859 = -233874.577418
  nChanged 25
		SP:Iteration 23Q (21396.560000 sec): 3 clusters
  Score: Raw -236467.155257 + Penalty 2575.205859 = -233891.949399
  nChanged 26
		SP:Iteration 24Q (21396.710000 sec): 3 clusters
  Score: Raw -236483.765212 + Penalty 2575.205859 = -233908.559354
  nChanged 22
		SP:Iteration 25Q (21396.870000 sec): 3 clusters
  Score: Raw -236492.609966 + Penalty 2575.205859 = -233917.404108
  nChanged 12
		SP:Iteration 26Q (21397.020000 sec): 3 clusters
  Score: Raw -236499.553755 + Penalty 2575.205859 = -233924.347897
  nChanged 12
		SP:Iteration 27Q (21397.170000 sec): 3 clusters
  Score: Raw -236504.528786 + Penalty 2575.205859 = -233929.322927
  nChanged 10
		SP:Iteration 28Q (21397.330000 sec): 3 clusters
  Score: Raw -236507.462307 + Penalty 2575.205859 = -233932.256449
  nChanged 9
		SP:Iteration 29Q (21397.480000 sec): 3 clusters
  Score: Raw -236509.880630 + Penalty 2575.205859 = -233934.674772
  nChanged 8
		SP:Iteration 30Q (21397.630000 sec): 3 clusters
  Score: Raw -236511.913053 + Penalty 2575.205859 = -233936.707195
  nChanged 7
		SP:Iteration 31Q (21397.780000 sec): 3 clusters
  Score: Raw -236514.020857 + Penalty 2575.205859 = -233938.814998
  nChanged 9
		SP:Iteration 32Q (21397.950000 sec): 3 clusters
  Score: Raw -236516.568266 + Penalty 2575.205859 = -233941.362407
  nChanged 5
		SP:Iteration 33Q (21398.120000 sec): 3 clusters
  Score: Raw -236517.884717 + Penalty 2575.205859 = -233942.678858
  nChanged 4
		SP:Iteration 34Q (21398.270000 sec): 3 clusters
  Score: Raw -236518.836211 + Penalty 2575.205859 = -233943.630353
  nChanged 3
		SP:Iteration 35Q (21398.410000 sec): 3 clusters
  Score: Raw -236519.961900 + Penalty 2575.205859 = -233944.756041
  nChanged 4
		SP:Iteration 36Q (21398.550000 sec): 3 clusters
  Score: Raw -236521.635649 + Penalty 2575.205859 = -233946.429790
  nChanged 2
		SP:Iteration 37Q (21398.700000 sec): 3 clusters
  Score: Raw -236521.904317 + Penalty 2575.205859 = -233946.698459
  nChanged 3
		SP:Iteration 38Q (21398.850000 sec): 3 clusters
  Score: Raw -236524.033434 + Penalty 2575.205859 = -233948.827575
  nChanged 8
		SP:Iteration 39Q (21399.020000 sec): 3 clusters
  Score: Raw -236528.535584 + Penalty 2575.205859 = -233953.329725
  nChanged 11
		SP:Iteration 40F (21399.150000 sec): 3 clusters
  Score: Raw -236533.636215 + Penalty 2575.205859 = -233958.430357
  nChanged 7
		SP:Iteration 41Q (21399.300000 sec): 3 clusters
  Score: Raw -236535.439492 + Penalty 2575.205859 = -233960.233633
  nChanged 1
		SP:Iteration 42Q (21399.440000 sec): 3 clusters
  Score: Raw -236535.558393 + Penalty 2575.205859 = -233960.352534
  nChanged 1
		SP:Iteration 43Q (21399.570000 sec): 3 clusters
  Score: Raw -236536.444398 + Penalty 2575.205859 = -233961.238539
  nChanged 2
		SP:Iteration 44Q (21399.750000 sec): 3 clusters
  Score: Raw -236536.789544 + Penalty 2575.205859 = -233961.583685
  nChanged 0
		SP:Iteration 45F (21399.880000 sec): 3 clusters
  Score: Raw -236536.789544 + Penalty 2575.205859 = -233961.583685
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 73 (4993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21399.990000 sec): 2 clusters
  Score: Raw -383979.619662 + Penalty 1383.816234 = -382595.803428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21400.180000 sec): 3 clusters
  Score: Raw -381371.635299 + Penalty 2767.632468 = -378604.002831
  nChanged 1984
		SP:Iteration 1F (21400.360000 sec): 3 clusters
  Score: Raw -382706.238598 + Penalty 2767.632468 = -379938.606130
  nChanged 521
		SP:Iteration 2F (21400.560000 sec): 3 clusters
  Score: Raw -383200.392464 + Penalty 2767.632468 = -380432.759995
  nChanged 407
		SP:Iteration 3F (21400.700000 sec): 3 clusters
  Score: Raw -383599.451323 + Penalty 2767.632468 = -380831.818854
  nChanged 360
		SP:Iteration 4F (21400.850000 sec): 3 clusters
  Score: Raw -383959.952398 + Penalty 2767.632468 = -381192.319930
  nChanged 283
		SP:Iteration 5F (21400.990000 sec): 3 clusters
  Score: Raw -384223.031375 + Penalty 2767.632468 = -381455.398907
  nChanged 205
		SP:Iteration 6Q (21401.160000 sec): 3 clusters
  Score: Raw -384391.940305 + Penalty 2767.632468 = -381624.307837
  nChanged 149
		SP:Iteration 7Q (21401.310000 sec): 3 clusters
  Score: Raw -384476.320210 + Penalty 2767.632468 = -381708.687741
  nChanged 101
		SP:Iteration 8Q (21401.460000 sec): 3 clusters
  Score: Raw -384533.635260 + Penalty 2767.632468 = -381766.002792
  nChanged 90
		SP:Iteration 9Q (21401.600000 sec): 3 clusters
  Score: Raw -384577.471793 + Penalty 2767.632468 = -381809.839324
  nChanged 61
		SP:Iteration 10Q (21401.740000 sec): 3 clusters
  Score: Raw -384601.391476 + Penalty 2767.632468 = -381833.759008
  nChanged 46
		SP:Iteration 11Q (21401.920000 sec): 3 clusters
  Score: Raw -384621.679430 + Penalty 2767.632468 = -381854.046962
  nChanged 45
		SP:Iteration 12Q (21402.070000 sec): 3 clusters
  Score: Raw -384640.700390 + Penalty 2767.632468 = -381873.067921
  nChanged 32
		SP:Iteration 13Q (21402.260000 sec): 3 clusters
  Score: Raw -384651.784248 + Penalty 2767.632468 = -381884.151780
  nChanged 29
		SP:Iteration 14Q (21402.430000 sec): 3 clusters
  Score: Raw -384658.701480 + Penalty 2767.632468 = -381891.069011
  nChanged 20
		SP:Iteration 15Q (21402.590000 sec): 3 clusters
  Score: Raw -384663.589656 + Penalty 2767.632468 = -381895.957188
  nChanged 20
		SP:Iteration 16Q (21402.720000 sec): 3 clusters
  Score: Raw -384668.646024 + Penalty 2767.632468 = -381901.013556
  nChanged 18
		SP:Iteration 17Q (21402.900000 sec): 3 clusters
  Score: Raw -384672.880078 + Penalty 2767.632468 = -381905.247609
  nChanged 14
		SP:Iteration 18Q (21403.090000 sec): 3 clusters
  Score: Raw -384676.009122 + Penalty 2767.632468 = -381908.376654
  nChanged 10
		SP:Iteration 19Q (21403.260000 sec): 3 clusters
  Score: Raw -384678.176406 + Penalty 2767.632468 = -381910.543938
  nChanged 8
		SP:Iteration 20F (21403.460000 sec): 3 clusters
  Score: Raw -384680.342071 + Penalty 2767.632468 = -381912.709603
  nChanged 7
		SP:Iteration 21Q (21403.680000 sec): 3 clusters
  Score: Raw -384682.397736 + Penalty 2767.632468 = -381914.765268
  nChanged 12
		SP:Iteration 22Q (21403.820000 sec): 3 clusters
  Score: Raw -384685.518940 + Penalty 2767.632468 = -381917.886472
  nChanged 14
		SP:Iteration 23Q (21403.990000 sec): 3 clusters
  Score: Raw -384689.039620 + Penalty 2767.632468 = -381921.407152
  nChanged 13
		SP:Iteration 24Q (21404.180000 sec): 3 clusters
  Score: Raw -384692.961681 + Penalty 2767.632468 = -381925.329212
  nChanged 12
		SP:Iteration 25Q (21404.360000 sec): 3 clusters
  Score: Raw -384696.950698 + Penalty 2767.632468 = -381929.318229
  nChanged 8
		SP:Iteration 26Q (21404.500000 sec): 3 clusters
  Score: Raw -384698.209234 + Penalty 2767.632468 = -381930.576765
  nChanged 3
		SP:Iteration 27Q (21404.670000 sec): 3 clusters
  Score: Raw -384699.317517 + Penalty 2767.632468 = -381931.685049
  nChanged 5
		SP:Iteration 28Q (21404.860000 sec): 3 clusters
  Score: Raw -384700.177359 + Penalty 2767.632468 = -381932.544891
  nChanged 2
		SP:Iteration 29Q (21405.010000 sec): 3 clusters
  Score: Raw -384700.482808 + Penalty 2767.632468 = -381932.850340
  nChanged 0
		SP:Iteration 30F (21405.230000 sec): 3 clusters
  Score: Raw -384700.482808 + Penalty 2767.632468 = -381932.850340
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 74 (7489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21405.330000 sec): 2 clusters
  Score: Raw -720938.417812 + Penalty 1449.693465 = -719488.724346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21405.510000 sec): 3 clusters
  Score: Raw -716856.089861 + Penalty 2899.386931 = -713956.702930
  nChanged 3123
		SP:Iteration 1F (21405.720000 sec): 3 clusters
  Score: Raw -718738.365042 + Penalty 2899.386931 = -715838.978111
  nChanged 642
		SP:Iteration 2F (21405.950000 sec): 3 clusters
  Score: Raw -719203.469966 + Penalty 2899.386931 = -716304.083035
  nChanged 573
		SP:Iteration 3F (21406.120000 sec): 3 clusters
  Score: Raw -719650.567558 + Penalty 2899.386931 = -716751.180628
  nChanged 510
		SP:Iteration 4F (21406.290000 sec): 3 clusters
  Score: Raw -720025.060647 + Penalty 2899.386931 = -717125.673717
  nChanged 493
		SP:Iteration 5F (21406.440000 sec): 3 clusters
  Score: Raw -720355.950679 + Penalty 2899.386931 = -717456.563748
  nChanged 412
		SP:Iteration 6F (21406.630000 sec): 3 clusters
  Score: Raw -720585.350153 + Penalty 2899.386931 = -717685.963223
  nChanged 335
		SP:Iteration 7Q (21406.820000 sec): 3 clusters
  Score: Raw -720770.690218 + Penalty 2899.386931 = -717871.303287
  nChanged 275
		SP:Iteration 8Q (21407.030000 sec): 3 clusters
  Score: Raw -720903.600854 + Penalty 2899.386931 = -718004.213923
  nChanged 203
		SP:Iteration 9Q (21407.200000 sec): 3 clusters
  Score: Raw -720979.516453 + Penalty 2899.386931 = -718080.129523
  nChanged 152
		SP:Iteration 10Q (21407.360000 sec): 3 clusters
  Score: Raw -721025.460068 + Penalty 2899.386931 = -718126.073137
  nChanged 108
		SP:Iteration 11Q (21407.570000 sec): 3 clusters
  Score: Raw -721053.493631 + Penalty 2899.386931 = -718154.106700
  nChanged 73
		SP:Iteration 12Q (21407.750000 sec): 3 clusters
  Score: Raw -721071.210377 + Penalty 2899.386931 = -718171.823446
  nChanged 69
		SP:Iteration 13Q (21407.880000 sec): 3 clusters
  Score: Raw -721090.477010 + Penalty 2899.386931 = -718191.090079
  nChanged 64
		SP:Iteration 14Q (21408.050000 sec): 3 clusters
  Score: Raw -721108.768575 + Penalty 2899.386931 = -718209.381645
  nChanged 49
		SP:Iteration 15Q (21408.250000 sec): 3 clusters
  Score: Raw -721122.623435 + Penalty 2899.386931 = -718223.236504
  nChanged 48
		SP:Iteration 16Q (21408.490000 sec): 3 clusters
  Score: Raw -721139.737574 + Penalty 2899.386931 = -718240.350643
  nChanged 43
		SP:Iteration 17Q (21408.630000 sec): 3 clusters
  Score: Raw -721149.704315 + Penalty 2899.386931 = -718250.317385
  nChanged 35
		SP:Iteration 18Q (21408.840000 sec): 3 clusters
  Score: Raw -721156.863162 + Penalty 2899.386931 = -718257.476231
  nChanged 22
		SP:Iteration 19Q (21409.010000 sec): 3 clusters
  Score: Raw -721160.461770 + Penalty 2899.386931 = -718261.074840
  nChanged 21
		SP:Iteration 20F (21409.170000 sec): 3 clusters
  Score: Raw -721163.837636 + Penalty 2899.386931 = -718264.450705
  nChanged 17
		SP:Iteration 21Q (21409.410000 sec): 3 clusters
  Score: Raw -721166.217068 + Penalty 2899.386931 = -718266.830138
  nChanged 14
		SP:Iteration 22Q (21409.580000 sec): 3 clusters
  Score: Raw -721168.883570 + Penalty 2899.386931 = -718269.496640
  nChanged 14
		SP:Iteration 23Q (21409.810000 sec): 3 clusters
  Score: Raw -721170.746729 + Penalty 2899.386931 = -718271.359798
  nChanged 7
		SP:Iteration 24Q (21409.990000 sec): 3 clusters
  Score: Raw -721171.627276 + Penalty 2899.386931 = -718272.240345
  nChanged 4
		SP:Iteration 25Q (21410.240000 sec): 3 clusters
  Score: Raw -721172.025764 + Penalty 2899.386931 = -718272.638833
  nChanged 2
		SP:Iteration 26Q (21410.430000 sec): 3 clusters
  Score: Raw -721172.451038 + Penalty 2899.386931 = -718273.064107
  nChanged 1
		SP:Iteration 27Q (21410.590000 sec): 3 clusters
  Score: Raw -721172.523431 + Penalty 2899.386931 = -718273.136500
  nChanged 0
		SP:Iteration 28F (21410.810000 sec): 3 clusters
  Score: Raw -721172.523431 + Penalty 2899.386931 = -718273.136500
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 75 (3200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21410.880000 sec): 2 clusters
  Score: Raw -265265.992129 + Penalty 1311.522239 = -263954.469890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21411.090000 sec): 3 clusters
  Score: Raw -263756.925099 + Penalty 2623.044479 = -261133.880620
  nChanged 1236
		SP:Iteration 1F (21411.260000 sec): 3 clusters
  Score: Raw -264632.534339 + Penalty 2623.044479 = -262009.489861
  nChanged 325
		SP:Iteration 2F (21411.410000 sec): 3 clusters
  Score: Raw -264935.073307 + Penalty 2623.044479 = -262312.028828
  nChanged 232
		SP:Iteration 3F (21411.600000 sec): 3 clusters
  Score: Raw -265161.900772 + Penalty 2623.044479 = -262538.856293
  nChanged 190
		SP:Iteration 4F (21411.770000 sec): 3 clusters
  Score: Raw -265302.424967 + Penalty 2623.044479 = -262679.380489
  nChanged 115
		SP:Iteration 5Q (21411.910000 sec): 3 clusters
  Score: Raw -265369.139941 + Penalty 2623.044479 = -262746.095463
  nChanged 90
		SP:Iteration 6Q (21412.070000 sec): 3 clusters
  Score: Raw -265423.301967 + Penalty 2623.044479 = -262800.257488
  nChanged 67
		SP:Iteration 7Q (21412.220000 sec): 3 clusters
  Score: Raw -265461.831865 + Penalty 2623.044479 = -262838.787386
  nChanged 60
		SP:Iteration 8Q (21412.370000 sec): 3 clusters
  Score: Raw -265494.206970 + Penalty 2623.044479 = -262871.162491
  nChanged 48
		SP:Iteration 9Q (21412.520000 sec): 3 clusters
  Score: Raw -265516.657084 + Penalty 2623.044479 = -262893.612605
  nChanged 40
		SP:Iteration 10Q (21412.710000 sec): 3 clusters
  Score: Raw -265533.200329 + Penalty 2623.044479 = -262910.155850
  nChanged 39
		SP:Iteration 11Q (21412.870000 sec): 3 clusters
  Score: Raw -265549.042981 + Penalty 2623.044479 = -262925.998503
  nChanged 33
		SP:Iteration 12Q (21413.030000 sec): 3 clusters
  Score: Raw -265562.355443 + Penalty 2623.044479 = -262939.310964
  nChanged 20
		SP:Iteration 13Q (21413.180000 sec): 3 clusters
  Score: Raw -265568.721342 + Penalty 2623.044479 = -262945.676863
  nChanged 17
		SP:Iteration 14Q (21413.370000 sec): 3 clusters
  Score: Raw -265574.356358 + Penalty 2623.044479 = -262951.311879
  nChanged 9
		SP:Iteration 15Q (21413.510000 sec): 3 clusters
  Score: Raw -265577.380269 + Penalty 2623.044479 = -262954.335790
  nChanged 7
		SP:Iteration 16Q (21413.650000 sec): 3 clusters
  Score: Raw -265580.551237 + Penalty 2623.044479 = -262957.506758
  nChanged 8
		SP:Iteration 17Q (21413.790000 sec): 3 clusters
  Score: Raw -265582.518077 + Penalty 2623.044479 = -262959.473598
  nChanged 5
		SP:Iteration 18Q (21413.960000 sec): 3 clusters
  Score: Raw -265584.119821 + Penalty 2623.044479 = -262961.075342
  nChanged 2
		SP:Iteration 19Q (21414.130000 sec): 3 clusters
  Score: Raw -265584.338545 + Penalty 2623.044479 = -262961.294066
  nChanged 0
		SP:Iteration 20F (21414.250000 sec): 3 clusters
  Score: Raw -265584.338545 + Penalty 2623.044479 = -262961.294066
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 76 (3350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21414.310000 sec): 2 clusters
  Score: Raw -274430.264975 + Penalty 1318.966289 = -273111.298686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21414.450000 sec): 3 clusters
  Score: Raw -272829.233413 + Penalty 2637.932578 = -270191.300834
  nChanged 1309
		SP:Iteration 1F (21414.590000 sec): 3 clusters
  Score: Raw -273666.924806 + Penalty 2637.932578 = -271028.992228
  nChanged 330
		SP:Iteration 2F (21414.740000 sec): 3 clusters
  Score: Raw -273938.074901 + Penalty 2637.932578 = -271300.142322
  nChanged 221
		SP:Iteration 3F (21414.910000 sec): 3 clusters
  Score: Raw -274137.953140 + Penalty 2637.932578 = -271500.020562
  nChanged 175
		SP:Iteration 4F (21415.030000 sec): 3 clusters
  Score: Raw -274277.382448 + Penalty 2637.932578 = -271639.449870
  nChanged 131
		SP:Iteration 5Q (21415.170000 sec): 3 clusters
  Score: Raw -274382.178128 + Penalty 2637.932578 = -271744.245550
  nChanged 102
		SP:Iteration 6Q (21415.300000 sec): 3 clusters
  Score: Raw -274456.456358 + Penalty 2637.932578 = -271818.523780
  nChanged 81
		SP:Iteration 7Q (21415.440000 sec): 3 clusters
  Score: Raw -274511.300376 + Penalty 2637.932578 = -271873.367798
  nChanged 54
		SP:Iteration 8Q (21415.590000 sec): 3 clusters
  Score: Raw -274554.087604 + Penalty 2637.932578 = -271916.155026
  nChanged 57
		SP:Iteration 9Q (21415.750000 sec): 3 clusters
  Score: Raw -274596.695384 + Penalty 2637.932578 = -271958.762806
  nChanged 42
		SP:Iteration 10Q (21415.910000 sec): 3 clusters
  Score: Raw -274617.668916 + Penalty 2637.932578 = -271979.736338
  nChanged 27
		SP:Iteration 11Q (21416.080000 sec): 3 clusters
  Score: Raw -274631.225897 + Penalty 2637.932578 = -271993.293319
  nChanged 20
		SP:Iteration 12Q (21416.250000 sec): 3 clusters
  Score: Raw -274642.889395 + Penalty 2637.932578 = -272004.956817
  nChanged 21
		SP:Iteration 13Q (21416.430000 sec): 3 clusters
  Score: Raw -274652.942670 + Penalty 2637.932578 = -272015.010092
  nChanged 11
		SP:Iteration 14Q (21416.600000 sec): 3 clusters
  Score: Raw -274659.448114 + Penalty 2637.932578 = -272021.515536
  nChanged 11
		SP:Iteration 15Q (21416.760000 sec): 3 clusters
  Score: Raw -274667.729651 + Penalty 2637.932578 = -272029.797073
  nChanged 16
		SP:Iteration 16Q (21416.930000 sec): 3 clusters
  Score: Raw -274678.607510 + Penalty 2637.932578 = -272040.674932
  nChanged 20
		SP:Iteration 17Q (21417.110000 sec): 3 clusters
  Score: Raw -274690.624951 + Penalty 2637.932578 = -272052.692373
  nChanged 19
		SP:Iteration 18Q (21417.290000 sec): 3 clusters
  Score: Raw -274699.502336 + Penalty 2637.932578 = -272061.569758
  nChanged 21
		SP:Iteration 19Q (21417.440000 sec): 3 clusters
  Score: Raw -274709.560922 + Penalty 2637.932578 = -272071.628344
  nChanged 5
		SP:Iteration 20F (21417.590000 sec): 3 clusters
  Score: Raw -274711.422168 + Penalty 2637.932578 = -272073.489590
  nChanged 5
		SP:Iteration 21Q (21417.760000 sec): 3 clusters
  Score: Raw -274713.979902 + Penalty 2637.932578 = -272076.047324
  nChanged 12
		SP:Iteration 22Q (21417.910000 sec): 3 clusters
  Score: Raw -274718.373888 + Penalty 2637.932578 = -272080.441310
  nChanged 9
		SP:Iteration 23Q (21418.060000 sec): 3 clusters
  Score: Raw -274722.701607 + Penalty 2637.932578 = -272084.769029
  nChanged 13
		SP:Iteration 24Q (21418.230000 sec): 3 clusters
  Score: Raw -274729.920076 + Penalty 2637.932578 = -272091.987498
  nChanged 17
		SP:Iteration 25Q (21418.380000 sec): 3 clusters
  Score: Raw -274737.821849 + Penalty 2637.932578 = -272099.889271
  nChanged 10
		SP:Iteration 26Q (21418.530000 sec): 3 clusters
  Score: Raw -274743.359772 + Penalty 2637.932578 = -272105.427194
  nChanged 11
		SP:Iteration 27Q (21418.710000 sec): 3 clusters
  Score: Raw -274750.388164 + Penalty 2637.932578 = -272112.455586
  nChanged 15
		SP:Iteration 28Q (21418.850000 sec): 3 clusters
  Score: Raw -274758.862490 + Penalty 2637.932578 = -272120.929912
  nChanged 13
		SP:Iteration 29Q (21418.990000 sec): 3 clusters
  Score: Raw -274770.083726 + Penalty 2637.932578 = -272132.151148
  nChanged 17
		SP:Iteration 30Q (21419.130000 sec): 3 clusters
  Score: Raw -274781.315725 + Penalty 2637.932578 = -272143.383147
  nChanged 16
		SP:Iteration 31Q (21419.270000 sec): 3 clusters
  Score: Raw -274793.455256 + Penalty 2637.932578 = -272155.522678
  nChanged 16
		SP:Iteration 32Q (21419.410000 sec): 3 clusters
  Score: Raw -274803.534603 + Penalty 2637.932578 = -272165.602025
  nChanged 20
		SP:Iteration 33Q (21419.570000 sec): 3 clusters
  Score: Raw -274817.290899 + Penalty 2637.932578 = -272179.358321
  nChanged 19
		SP:Iteration 34Q (21419.800000 sec): 3 clusters
  Score: Raw -274829.347378 + Penalty 2637.932578 = -272191.414800
  nChanged 16
		SP:Iteration 35Q (21419.930000 sec): 3 clusters
  Score: Raw -274839.585959 + Penalty 2637.932578 = -272201.653381
  nChanged 10
		SP:Iteration 36Q (21420.080000 sec): 3 clusters
  Score: Raw -274849.639004 + Penalty 2637.932578 = -272211.706426
  nChanged 17
		SP:Iteration 37Q (21420.230000 sec): 3 clusters
  Score: Raw -274866.926472 + Penalty 2637.932578 = -272228.993894
  nChanged 13
		SP:Iteration 38Q (21420.380000 sec): 3 clusters
  Score: Raw -274876.939798 + Penalty 2637.932578 = -272239.007220
  nChanged 17
		SP:Iteration 39Q (21420.520000 sec): 3 clusters
  Score: Raw -274894.746712 + Penalty 2637.932578 = -272256.814134
  nChanged 29
		SP:Iteration 40F (21420.660000 sec): 3 clusters
  Score: Raw -274912.820892 + Penalty 2637.932578 = -272274.888314
  nChanged 19
		SP:Iteration 41Q (21420.830000 sec): 3 clusters
  Score: Raw -274923.307672 + Penalty 2637.932578 = -272285.375094
  nChanged 20
		SP:Iteration 42Q (21420.990000 sec): 3 clusters
  Score: Raw -274936.071220 + Penalty 2637.932578 = -272298.138642
  nChanged 20
		SP:Iteration 43Q (21421.130000 sec): 3 clusters
  Score: Raw -274950.034965 + Penalty 2637.932578 = -272312.102387
  nChanged 25
		SP:Iteration 44Q (21421.280000 sec): 3 clusters
  Score: Raw -274970.475966 + Penalty 2637.932578 = -272332.543388
  nChanged 28
		SP:Iteration 45Q (21421.420000 sec): 3 clusters
  Score: Raw -274997.753040 + Penalty 2637.932578 = -272359.820462
  nChanged 35
		SP:Iteration 46Q (21421.550000 sec): 3 clusters
  Score: Raw -275029.110488 + Penalty 2637.932578 = -272391.177910
  nChanged 38
		SP:Iteration 47Q (21421.690000 sec): 3 clusters
  Score: Raw -275059.960525 + Penalty 2637.932578 = -272422.027947
  nChanged 33
		SP:Iteration 48Q (21421.820000 sec): 3 clusters
  Score: Raw -275080.872102 + Penalty 2637.932578 = -272442.939524
  nChanged 28
		SP:Iteration 49Q (21421.960000 sec): 3 clusters
  Score: Raw -275102.317783 + Penalty 2637.932578 = -272464.385204
  nChanged 19
		SP:Iteration 50Q (21422.100000 sec): 3 clusters
  Score: Raw -275112.385978 + Penalty 2637.932578 = -272474.453400
  nChanged 15
		SP:Iteration 51Q (21422.240000 sec): 3 clusters
  Score: Raw -275124.425379 + Penalty 2637.932578 = -272486.492801
  nChanged 20
		SP:Iteration 52Q (21422.410000 sec): 3 clusters
  Score: Raw -275139.435318 + Penalty 2637.932578 = -272501.502740
  nChanged 16
		SP:Iteration 53Q (21422.570000 sec): 3 clusters
  Score: Raw -275150.554933 + Penalty 2637.932578 = -272512.622355
  nChanged 19
		SP:Iteration 54Q (21422.750000 sec): 3 clusters
  Score: Raw -275166.984505 + Penalty 2637.932578 = -272529.051927
  nChanged 18
		SP:Iteration 55Q (21422.870000 sec): 3 clusters
  Score: Raw -275179.735774 + Penalty 2637.932578 = -272541.803196
  nChanged 18
		SP:Iteration 56Q (21423.010000 sec): 3 clusters
  Score: Raw -275197.043140 + Penalty 2637.932578 = -272559.110562
  nChanged 22
		SP:Iteration 57Q (21423.160000 sec): 3 clusters
  Score: Raw -275216.724743 + Penalty 2637.932578 = -272578.792165
  nChanged 20
		SP:Iteration 58Q (21423.310000 sec): 3 clusters
  Score: Raw -275235.893031 + Penalty 2637.932578 = -272597.960453
  nChanged 13
		SP:Iteration 59Q (21423.480000 sec): 3 clusters
  Score: Raw -275249.399147 + Penalty 2637.932578 = -272611.466569
  nChanged 13
		SP:Iteration 60F (21423.610000 sec): 3 clusters
  Score: Raw -275256.162403 + Penalty 2637.932578 = -272618.229825
  nChanged 8
		SP:Iteration 61Q (21423.740000 sec): 3 clusters
  Score: Raw -275261.635333 + Penalty 2637.932578 = -272623.702755
  nChanged 3
		SP:Iteration 62Q (21423.880000 sec): 3 clusters
  Score: Raw -275263.215635 + Penalty 2637.932578 = -272625.283057
  nChanged 2
		SP:Iteration 63Q (21424.020000 sec): 3 clusters
  Score: Raw -275265.675297 + Penalty 2637.932578 = -272627.742719
  nChanged 5
		SP:Iteration 64Q (21424.200000 sec): 3 clusters
  Score: Raw -275272.646065 + Penalty 2637.932578 = -272634.713487
  nChanged 5
		SP:Iteration 65Q (21424.370000 sec): 3 clusters
  Score: Raw -275277.600116 + Penalty 2637.932578 = -272639.667538
  nChanged 7
		SP:Iteration 66Q (21424.540000 sec): 3 clusters
  Score: Raw -275283.416551 + Penalty 2637.932578 = -272645.483973
  nChanged 5
		SP:Iteration 67Q (21424.710000 sec): 3 clusters
  Score: Raw -275286.681987 + Penalty 2637.932578 = -272648.749409
  nChanged 4
		SP:Iteration 68Q (21424.860000 sec): 3 clusters
  Score: Raw -275290.490365 + Penalty 2637.932578 = -272652.557787
  nChanged 4
		SP:Iteration 69Q (21424.990000 sec): 3 clusters
  Score: Raw -275294.064140 + Penalty 2637.932578 = -272656.131562
  nChanged 9
		SP:Iteration 70Q (21425.140000 sec): 3 clusters
  Score: Raw -275298.738455 + Penalty 2637.932578 = -272660.805877
  nChanged 4
		SP:Iteration 71Q (21425.280000 sec): 3 clusters
  Score: Raw -275301.458743 + Penalty 2637.932578 = -272663.526165
  nChanged 3
		SP:Iteration 72Q (21425.400000 sec): 3 clusters
  Score: Raw -275303.670781 + Penalty 2637.932578 = -272665.738203
  nChanged 3
		SP:Iteration 73Q (21425.600000 sec): 3 clusters
  Score: Raw -275307.599300 + Penalty 2637.932578 = -272669.666722
  nChanged 3
		SP:Iteration 74Q (21425.780000 sec): 3 clusters
  Score: Raw -275310.365878 + Penalty 2637.932578 = -272672.433300
  nChanged 4
		SP:Iteration 75Q (21425.930000 sec): 3 clusters
  Score: Raw -275312.599307 + Penalty 2637.932578 = -272674.666729
  nChanged 4
		SP:Iteration 76Q (21426.070000 sec): 3 clusters
  Score: Raw -275314.503504 + Penalty 2637.932578 = -272676.570926
  nChanged 3
		SP:Iteration 77Q (21426.240000 sec): 3 clusters
  Score: Raw -275315.144176 + Penalty 2637.932578 = -272677.211598
  nChanged 0
		SP:Iteration 78F (21426.400000 sec): 3 clusters
  Score: Raw -275315.144176 + Penalty 2637.932578 = -272677.211598
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 77 (2226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21426.510000 sec): 2 clusters
  Score: Raw -184680.003963 + Penalty 1252.543749 = -183427.460214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21426.650000 sec): 3 clusters
  Score: Raw -183738.704922 + Penalty 2505.087498 = -181233.617424
  nChanged 813
		SP:Iteration 1F (21426.740000 sec): 3 clusters
  Score: Raw -184366.767107 + Penalty 2505.087498 = -181861.679609
  nChanged 217
		SP:Iteration 2F (21426.890000 sec): 3 clusters
  Score: Raw -184602.405866 + Penalty 2505.087498 = -182097.318368
  nChanged 173
		SP:Iteration 3F (21427.050000 sec): 3 clusters
  Score: Raw -184812.236834 + Penalty 2505.087498 = -182307.149337
  nChanged 131
		SP:Iteration 4F (21427.190000 sec): 3 clusters
  Score: Raw -184965.262368 + Penalty 2505.087498 = -182460.174871
  nChanged 88
		SP:Iteration 5Q (21427.340000 sec): 3 clusters
  Score: Raw -185044.466184 + Penalty 2505.087498 = -182539.378686
  nChanged 56
		SP:Iteration 6Q (21427.510000 sec): 3 clusters
  Score: Raw -185100.673061 + Penalty 2505.087498 = -182595.585563
  nChanged 56
		SP:Iteration 7Q (21427.660000 sec): 3 clusters
  Score: Raw -185152.799624 + Penalty 2505.087498 = -182647.712126
  nChanged 46
		SP:Iteration 8Q (21427.830000 sec): 3 clusters
  Score: Raw -185192.449175 + Penalty 2505.087498 = -182687.361677
  nChanged 34
		SP:Iteration 9Q (21427.970000 sec): 3 clusters
  Score: Raw -185224.312391 + Penalty 2505.087498 = -182719.224893
  nChanged 28
		SP:Iteration 10Q (21428.140000 sec): 3 clusters
  Score: Raw -185248.485141 + Penalty 2505.087498 = -182743.397643
  nChanged 27
		SP:Iteration 11Q (21428.280000 sec): 3 clusters
  Score: Raw -185273.760910 + Penalty 2505.087498 = -182768.673412
  nChanged 33
		SP:Iteration 12Q (21428.430000 sec): 3 clusters
  Score: Raw -185298.887212 + Penalty 2505.087498 = -182793.799714
  nChanged 22
		SP:Iteration 13Q (21428.560000 sec): 3 clusters
  Score: Raw -185317.012648 + Penalty 2505.087498 = -182811.925150
  nChanged 17
		SP:Iteration 14Q (21428.700000 sec): 3 clusters
  Score: Raw -185331.639767 + Penalty 2505.087498 = -182826.552269
  nChanged 17
		SP:Iteration 15Q (21428.850000 sec): 3 clusters
  Score: Raw -185345.043921 + Penalty 2505.087498 = -182839.956423
  nChanged 16
		SP:Iteration 16Q (21428.990000 sec): 3 clusters
  Score: Raw -185357.768572 + Penalty 2505.087498 = -182852.681074
  nChanged 12
		SP:Iteration 17Q (21429.120000 sec): 3 clusters
  Score: Raw -185366.398895 + Penalty 2505.087498 = -182861.311397
  nChanged 18
		SP:Iteration 18Q (21429.280000 sec): 3 clusters
  Score: Raw -185379.464327 + Penalty 2505.087498 = -182874.376829
  nChanged 15
		SP:Iteration 19Q (21429.430000 sec): 3 clusters
  Score: Raw -185393.041987 + Penalty 2505.087498 = -182887.954489
  nChanged 14
		SP:Iteration 20F (21429.550000 sec): 3 clusters
  Score: Raw -185399.401409 + Penalty 2505.087498 = -182894.313911
  nChanged 10
		SP:Iteration 21Q (21429.690000 sec): 3 clusters
  Score: Raw -185405.808990 + Penalty 2505.087498 = -182900.721492
  nChanged 9
		SP:Iteration 22Q (21429.830000 sec): 3 clusters
  Score: Raw -185410.391440 + Penalty 2505.087498 = -182905.303942
  nChanged 5
		SP:Iteration 23Q (21429.970000 sec): 3 clusters
  Score: Raw -185411.870404 + Penalty 2505.087498 = -182906.782906
  nChanged 3
		SP:Iteration 24Q (21430.110000 sec): 3 clusters
  Score: Raw -185413.077500 + Penalty 2505.087498 = -182907.990002
  nChanged 2
		SP:Iteration 25Q (21430.270000 sec): 3 clusters
  Score: Raw -185414.636898 + Penalty 2505.087498 = -182909.549400
  nChanged 2
		SP:Iteration 26Q (21430.450000 sec): 3 clusters
  Score: Raw -185415.592742 + Penalty 2505.087498 = -182910.505244
  nChanged 0
		SP:Iteration 27F (21430.600000 sec): 3 clusters
  Score: Raw -185415.592742 + Penalty 2505.087498 = -182910.505244
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 78 (5102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21430.670000 sec): 2 clusters
  Score: Raw -507117.108534 + Penalty 1387.325534 = -505729.783000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21430.810000 sec): 3 clusters
  Score: Raw -504485.025701 + Penalty 2774.651067 = -501710.374634
  nChanged 2038
		SP:Iteration 1F (21430.950000 sec): 3 clusters
  Score: Raw -505596.989891 + Penalty 2774.651067 = -502822.338824
  nChanged 370
		SP:Iteration 2F (21431.090000 sec): 3 clusters
  Score: Raw -505806.207936 + Penalty 2774.651067 = -503031.556869
  nChanged 300
		SP:Iteration 3F (21431.230000 sec): 3 clusters
  Score: Raw -505968.037038 + Penalty 2774.651067 = -503193.385971
  nChanged 222
		SP:Iteration 4Q (21431.380000 sec): 3 clusters
  Score: Raw -506074.150621 + Penalty 2774.651067 = -503299.499554
  nChanged 177
		SP:Iteration 5Q (21431.550000 sec): 3 clusters
  Score: Raw -506172.586258 + Penalty 2774.651067 = -503397.935191
  nChanged 181
		SP:Iteration 6Q (21431.700000 sec): 3 clusters
  Score: Raw -506267.559719 + Penalty 2774.651067 = -503492.908652
  nChanged 145
		SP:Iteration 7Q (21431.840000 sec): 3 clusters
  Score: Raw -506325.616510 + Penalty 2774.651067 = -503550.965443
  nChanged 138
		SP:Iteration 8Q (21431.990000 sec): 3 clusters
  Score: Raw -506382.698140 + Penalty 2774.651067 = -503608.047073
  nChanged 111
		SP:Iteration 9Q (21432.130000 sec): 3 clusters
  Score: Raw -506426.003433 + Penalty 2774.651067 = -503651.352366
  nChanged 86
		SP:Iteration 10Q (21432.320000 sec): 3 clusters
  Score: Raw -506453.931016 + Penalty 2774.651067 = -503679.279949
  nChanged 70
		SP:Iteration 11Q (21432.420000 sec): 3 clusters
  Score: Raw -506480.505269 + Penalty 2774.651067 = -503705.854202
  nChanged 67
		SP:Iteration 12Q (21432.630000 sec): 3 clusters
  Score: Raw -506504.323649 + Penalty 2774.651067 = -503729.672581
  nChanged 66
		SP:Iteration 13Q (21432.820000 sec): 3 clusters
  Score: Raw -506527.120725 + Penalty 2774.651067 = -503752.469658
  nChanged 48
		SP:Iteration 14Q (21432.970000 sec): 3 clusters
  Score: Raw -506546.512273 + Penalty 2774.651067 = -503771.861206
  nChanged 50
		SP:Iteration 15Q (21433.150000 sec): 3 clusters
  Score: Raw -506563.101843 + Penalty 2774.651067 = -503788.450776
  nChanged 41
		SP:Iteration 16Q (21433.330000 sec): 3 clusters
  Score: Raw -506575.589361 + Penalty 2774.651067 = -503800.938294
  nChanged 41
		SP:Iteration 17Q (21433.530000 sec): 3 clusters
  Score: Raw -506587.298573 + Penalty 2774.651067 = -503812.647506
  nChanged 37
		SP:Iteration 18Q (21433.690000 sec): 3 clusters
  Score: Raw -506598.092327 + Penalty 2774.651067 = -503823.441260
  nChanged 35
		SP:Iteration 19Q (21433.870000 sec): 3 clusters
  Score: Raw -506610.274869 + Penalty 2774.651067 = -503835.623802
  nChanged 31
		SP:Iteration 20F (21434.030000 sec): 3 clusters
  Score: Raw -506617.772210 + Penalty 2774.651067 = -503843.121142
  nChanged 24
		SP:Iteration 21Q (21434.200000 sec): 3 clusters
  Score: Raw -506627.913685 + Penalty 2774.651067 = -503853.262617
  nChanged 39
		SP:Iteration 22Q (21434.340000 sec): 3 clusters
  Score: Raw -506644.476991 + Penalty 2774.651067 = -503869.825924
  nChanged 40
		SP:Iteration 23Q (21434.560000 sec): 3 clusters
  Score: Raw -506661.096376 + Penalty 2774.651067 = -503886.445309
  nChanged 44
		SP:Iteration 24Q (21434.660000 sec): 3 clusters
  Score: Raw -506676.007889 + Penalty 2774.651067 = -503901.356822
  nChanged 47
		SP:Iteration 25Q (21434.790000 sec): 3 clusters
  Score: Raw -506689.907379 + Penalty 2774.651067 = -503915.256312
  nChanged 35
		SP:Iteration 26Q (21434.930000 sec): 3 clusters
  Score: Raw -506700.179314 + Penalty 2774.651067 = -503925.528247
  nChanged 44
		SP:Iteration 27Q (21435.090000 sec): 3 clusters
  Score: Raw -506715.993956 + Penalty 2774.651067 = -503941.342889
  nChanged 37
		SP:Iteration 28Q (21435.230000 sec): 3 clusters
  Score: Raw -506732.281791 + Penalty 2774.651067 = -503957.630724
  nChanged 43
		SP:Iteration 29Q (21435.380000 sec): 3 clusters
  Score: Raw -506750.512009 + Penalty 2774.651067 = -503975.860942
  nChanged 45
		SP:Iteration 30Q (21435.530000 sec): 3 clusters
  Score: Raw -506767.953320 + Penalty 2774.651067 = -503993.302253
  nChanged 52
		SP:Iteration 31Q (21435.740000 sec): 3 clusters
  Score: Raw -506795.368102 + Penalty 2774.651067 = -504020.717035
  nChanged 53
		SP:Iteration 32Q (21435.940000 sec): 3 clusters
  Score: Raw -506826.887012 + Penalty 2774.651067 = -504052.235945
  nChanged 59
		SP:Iteration 33Q (21436.070000 sec): 3 clusters
  Score: Raw -506853.561644 + Penalty 2774.651067 = -504078.910577
  nChanged 56
		SP:Iteration 34Q (21436.270000 sec): 3 clusters
  Score: Raw -506879.286036 + Penalty 2774.651067 = -504104.634969
  nChanged 59
		SP:Iteration 35Q (21436.440000 sec): 3 clusters
  Score: Raw -506904.417536 + Penalty 2774.651067 = -504129.766469
  nChanged 60
		SP:Iteration 36Q (21436.590000 sec): 3 clusters
  Score: Raw -506931.668945 + Penalty 2774.651067 = -504157.017878
  nChanged 51
		SP:Iteration 37Q (21436.740000 sec): 3 clusters
  Score: Raw -506957.411479 + Penalty 2774.651067 = -504182.760412
  nChanged 57
		SP:Iteration 38Q (21436.890000 sec): 3 clusters
  Score: Raw -506987.658065 + Penalty 2774.651067 = -504213.006998
  nChanged 59
		SP:Iteration 39Q (21437.060000 sec): 3 clusters
  Score: Raw -507017.100008 + Penalty 2774.651067 = -504242.448941
  nChanged 68
		SP:Iteration 40F (21437.210000 sec): 3 clusters
  Score: Raw -507054.557096 + Penalty 2774.651067 = -504279.906029
  nChanged 65
		SP:Iteration 41Q (21437.380000 sec): 3 clusters
  Score: Raw -507088.022235 + Penalty 2774.651067 = -504313.371168
  nChanged 59
		SP:Iteration 42Q (21437.530000 sec): 3 clusters
  Score: Raw -507120.097495 + Penalty 2774.651067 = -504345.446428
  nChanged 50
		SP:Iteration 43Q (21437.690000 sec): 3 clusters
  Score: Raw -507152.751632 + Penalty 2774.651067 = -504378.100565
  nChanged 49
		SP:Iteration 44Q (21437.850000 sec): 3 clusters
  Score: Raw -507187.985046 + Penalty 2774.651067 = -504413.333979
  nChanged 45
		SP:Iteration 45Q (21437.990000 sec): 3 clusters
  Score: Raw -507213.915433 + Penalty 2774.651067 = -504439.264366
  nChanged 39
		SP:Iteration 46Q (21438.160000 sec): 3 clusters
  Score: Raw -507233.602573 + Penalty 2774.651067 = -504458.951506
  nChanged 32
		SP:Iteration 47Q (21438.300000 sec): 3 clusters
  Score: Raw -507251.918093 + Penalty 2774.651067 = -504477.267026
  nChanged 35
		SP:Iteration 48Q (21438.430000 sec): 3 clusters
  Score: Raw -507269.304652 + Penalty 2774.651067 = -504494.653585
  nChanged 22
		SP:Iteration 49Q (21438.590000 sec): 3 clusters
  Score: Raw -507282.444041 + Penalty 2774.651067 = -504507.792974
  nChanged 20
		SP:Iteration 50Q (21438.740000 sec): 3 clusters
  Score: Raw -507292.058978 + Penalty 2774.651067 = -504517.407911
  nChanged 18
		SP:Iteration 51Q (21438.880000 sec): 3 clusters
  Score: Raw -507298.378707 + Penalty 2774.651067 = -504523.727640
  nChanged 16
		SP:Iteration 52Q (21439.040000 sec): 3 clusters
  Score: Raw -507306.543592 + Penalty 2774.651067 = -504531.892524
  nChanged 18
		SP:Iteration 53Q (21439.190000 sec): 3 clusters
  Score: Raw -507317.040800 + Penalty 2774.651067 = -504542.389733
  nChanged 19
		SP:Iteration 54Q (21439.380000 sec): 3 clusters
  Score: Raw -507328.804847 + Penalty 2774.651067 = -504554.153780
  nChanged 12
		SP:Iteration 55Q (21439.530000 sec): 3 clusters
  Score: Raw -507336.263488 + Penalty 2774.651067 = -504561.612421
  nChanged 21
		SP:Iteration 56Q (21439.720000 sec): 3 clusters
  Score: Raw -507350.970691 + Penalty 2774.651067 = -504576.319624
  nChanged 26
		SP:Iteration 57Q (21439.890000 sec): 3 clusters
  Score: Raw -507368.130906 + Penalty 2774.651067 = -504593.479838
  nChanged 25
		SP:Iteration 58Q (21440.050000 sec): 3 clusters
  Score: Raw -507384.055340 + Penalty 2774.651067 = -504609.404273
  nChanged 21
		SP:Iteration 59Q (21440.230000 sec): 3 clusters
  Score: Raw -507397.320584 + Penalty 2774.651067 = -504622.669517
  nChanged 20
		SP:Iteration 60F (21440.410000 sec): 3 clusters
  Score: Raw -507411.513042 + Penalty 2774.651067 = -504636.861975
  nChanged 15
		SP:Iteration 61Q (21440.610000 sec): 3 clusters
  Score: Raw -507420.665433 + Penalty 2774.651067 = -504646.014366
  nChanged 10
		SP:Iteration 62Q (21440.780000 sec): 3 clusters
  Score: Raw -507426.650979 + Penalty 2774.651067 = -504651.999912
  nChanged 7
		SP:Iteration 63Q (21440.920000 sec): 3 clusters
  Score: Raw -507430.760591 + Penalty 2774.651067 = -504656.109524
  nChanged 8
		SP:Iteration 64Q (21441.070000 sec): 3 clusters
  Score: Raw -507437.052866 + Penalty 2774.651067 = -504662.401799
  nChanged 9
		SP:Iteration 65Q (21441.260000 sec): 3 clusters
  Score: Raw -507444.249866 + Penalty 2774.651067 = -504669.598799
  nChanged 6
		SP:Iteration 66Q (21441.470000 sec): 3 clusters
  Score: Raw -507446.640373 + Penalty 2774.651067 = -504671.989306
  nChanged 2
		SP:Iteration 67Q (21441.660000 sec): 3 clusters
  Score: Raw -507447.684019 + Penalty 2774.651067 = -504673.032952
  nChanged 0
		SP:Iteration 68F (21441.860000 sec): 3 clusters
  Score: Raw -507447.684019 + Penalty 2774.651067 = -504673.032952
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 79 (2424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21441.980000 sec): 2 clusters
  Score: Raw -186341.047300 + Penalty 1266.390831 = -185074.656468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21442.110000 sec): 3 clusters
  Score: Raw -185281.540498 + Penalty 2532.781663 = -182748.758835
  nChanged 866
		SP:Iteration 1F (21442.260000 sec): 3 clusters
  Score: Raw -185935.275719 + Penalty 2532.781663 = -183402.494056
  nChanged 204
		SP:Iteration 2F (21442.410000 sec): 3 clusters
  Score: Raw -186098.421630 + Penalty 2532.781663 = -183565.639967
  nChanged 148
		SP:Iteration 3F (21442.540000 sec): 3 clusters
  Score: Raw -186207.813203 + Penalty 2532.781663 = -183675.031540
  nChanged 85
		SP:Iteration 4Q (21442.730000 sec): 3 clusters
  Score: Raw -186256.885970 + Penalty 2532.781663 = -183724.104307
  nChanged 59
		SP:Iteration 5Q (21442.860000 sec): 3 clusters
  Score: Raw -186284.430336 + Penalty 2532.781663 = -183751.648673
  nChanged 38
		SP:Iteration 6Q (21443.010000 sec): 3 clusters
  Score: Raw -186302.753831 + Penalty 2532.781663 = -183769.972168
  nChanged 34
		SP:Iteration 7Q (21443.150000 sec): 3 clusters
  Score: Raw -186320.155475 + Penalty 2532.781663 = -183787.373812
  nChanged 28
		SP:Iteration 8Q (21443.310000 sec): 3 clusters
  Score: Raw -186332.104098 + Penalty 2532.781663 = -183799.322435
  nChanged 25
		SP:Iteration 9Q (21443.460000 sec): 3 clusters
  Score: Raw -186344.231219 + Penalty 2532.781663 = -183811.449556
  nChanged 23
		SP:Iteration 10Q (21443.610000 sec): 3 clusters
  Score: Raw -186358.267500 + Penalty 2532.781663 = -183825.485837
  nChanged 16
		SP:Iteration 11Q (21443.760000 sec): 3 clusters
  Score: Raw -186363.041763 + Penalty 2532.781663 = -183830.260101
  nChanged 7
		SP:Iteration 12Q (21443.910000 sec): 3 clusters
  Score: Raw -186366.385722 + Penalty 2532.781663 = -183833.604059
  nChanged 2
		SP:Iteration 13Q (21444.040000 sec): 3 clusters
  Score: Raw -186366.980846 + Penalty 2532.781663 = -183834.199183
  nChanged 2
		SP:Iteration 14Q (21444.200000 sec): 3 clusters
  Score: Raw -186367.360891 + Penalty 2532.781663 = -183834.579228
  nChanged 0
		SP:Iteration 15F (21444.330000 sec): 3 clusters
  Score: Raw -186367.360891 + Penalty 2532.781663 = -183834.579228
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 80 (4271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21444.450000 sec): 2 clusters
  Score: Raw -310120.088868 + Penalty 1358.435532 = -308761.653336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21444.620000 sec): 3 clusters
  Score: Raw -307982.681717 + Penalty 2716.871063 = -305265.810654
  nChanged 1710
		SP:Iteration 1F (21444.820000 sec): 3 clusters
  Score: Raw -309124.164275 + Penalty 2716.871063 = -306407.293212
  nChanged 373
		SP:Iteration 2F (21445.040000 sec): 3 clusters
  Score: Raw -309537.125603 + Penalty 2716.871063 = -306820.254540
  nChanged 380
		SP:Iteration 3F (21445.200000 sec): 3 clusters
  Score: Raw -309939.928437 + Penalty 2716.871063 = -307223.057374
  nChanged 299
		SP:Iteration 4F (21445.400000 sec): 3 clusters
  Score: Raw -310186.348468 + Penalty 2716.871063 = -307469.477405
  nChanged 209
		SP:Iteration 5Q (21445.590000 sec): 3 clusters
  Score: Raw -310329.425952 + Penalty 2716.871063 = -307612.554888
  nChanged 126
		SP:Iteration 6Q (21445.740000 sec): 3 clusters
  Score: Raw -310396.587479 + Penalty 2716.871063 = -307679.716416
  nChanged 93
		SP:Iteration 7Q (21445.880000 sec): 3 clusters
  Score: Raw -310444.931981 + Penalty 2716.871063 = -307728.060918
  nChanged 74
		SP:Iteration 8Q (21446.070000 sec): 3 clusters
  Score: Raw -310480.782450 + Penalty 2716.871063 = -307763.911387
  nChanged 59
		SP:Iteration 9Q (21446.230000 sec): 3 clusters
  Score: Raw -310502.542284 + Penalty 2716.871063 = -307785.671221
  nChanged 49
		SP:Iteration 10Q (21446.340000 sec): 3 clusters
  Score: Raw -310521.324908 + Penalty 2716.871063 = -307804.453845
  nChanged 40
		SP:Iteration 11Q (21446.510000 sec): 3 clusters
  Score: Raw -310538.118879 + Penalty 2716.871063 = -307821.247816
  nChanged 44
		SP:Iteration 12Q (21446.660000 sec): 3 clusters
  Score: Raw -310557.681284 + Penalty 2716.871063 = -307840.810221
  nChanged 50
		SP:Iteration 13Q (21446.810000 sec): 3 clusters
  Score: Raw -310575.657091 + Penalty 2716.871063 = -307858.786028
  nChanged 40
		SP:Iteration 14Q (21447.000000 sec): 3 clusters
  Score: Raw -310587.701254 + Penalty 2716.871063 = -307870.830191
  nChanged 31
		SP:Iteration 15Q (21447.160000 sec): 3 clusters
  Score: Raw -310598.706215 + Penalty 2716.871063 = -307881.835152
  nChanged 19
		SP:Iteration 16Q (21447.310000 sec): 3 clusters
  Score: Raw -310604.545710 + Penalty 2716.871063 = -307887.674647
  nChanged 19
		SP:Iteration 17Q (21447.460000 sec): 3 clusters
  Score: Raw -310611.795497 + Penalty 2716.871063 = -307894.924434
  nChanged 20
		SP:Iteration 18Q (21447.620000 sec): 3 clusters
  Score: Raw -310618.821145 + Penalty 2716.871063 = -307901.950082
  nChanged 16
		SP:Iteration 19Q (21447.770000 sec): 3 clusters
  Score: Raw -310623.591242 + Penalty 2716.871063 = -307906.720179
  nChanged 10
		SP:Iteration 20F (21448.000000 sec): 3 clusters
  Score: Raw -310626.370240 + Penalty 2716.871063 = -307909.499177
  nChanged 12
		SP:Iteration 21Q (21448.140000 sec): 3 clusters
  Score: Raw -310631.569215 + Penalty 2716.871063 = -307914.698152
  nChanged 14
		SP:Iteration 22Q (21448.310000 sec): 3 clusters
  Score: Raw -310635.929554 + Penalty 2716.871063 = -307919.058491
  nChanged 16
		SP:Iteration 23Q (21448.480000 sec): 3 clusters
  Score: Raw -310638.998346 + Penalty 2716.871063 = -307922.127283
  nChanged 11
		SP:Iteration 24Q (21448.550000 sec): 3 clusters
  Score: Raw -310640.793278 + Penalty 2716.871063 = -307923.922215
  nChanged 8
		SP:Iteration 25Q (21448.660000 sec): 3 clusters
  Score: Raw -310643.073622 + Penalty 2716.871063 = -307926.202559
  nChanged 7
		SP:Iteration 26Q (21448.830000 sec): 3 clusters
  Score: Raw -310644.545824 + Penalty 2716.871063 = -307927.674761
  nChanged 7
		SP:Iteration 27Q (21448.970000 sec): 3 clusters
  Score: Raw -310646.387153 + Penalty 2716.871063 = -307929.516090
  nChanged 4
		SP:Iteration 28Q (21449.140000 sec): 3 clusters
  Score: Raw -310647.188308 + Penalty 2716.871063 = -307930.317244
  nChanged 2
		SP:Iteration 29Q (21449.320000 sec): 3 clusters
  Score: Raw -310647.553357 + Penalty 2716.871063 = -307930.682294
  nChanged 2
		SP:Iteration 30Q (21449.510000 sec): 3 clusters
  Score: Raw -310648.280372 + Penalty 2716.871063 = -307931.409309
  nChanged 3
		SP:Iteration 31Q (21449.640000 sec): 3 clusters
  Score: Raw -310648.858330 + Penalty 2716.871063 = -307931.987267
  nChanged 2
		SP:Iteration 32Q (21449.800000 sec): 3 clusters
  Score: Raw -310649.123573 + Penalty 2716.871063 = -307932.252510
  nChanged 1
		SP:Iteration 33Q (21449.950000 sec): 3 clusters
  Score: Raw -310649.214180 + Penalty 2716.871063 = -307932.343117
  nChanged 1
		SP:Iteration 34Q (21450.110000 sec): 3 clusters
  Score: Raw -310649.355545 + Penalty 2716.871063 = -307932.484482
  nChanged 0
		SP:Iteration 35F (21450.260000 sec): 3 clusters
  Score: Raw -310649.355545 + Penalty 2716.871063 = -307932.484482
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 81 (4686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21450.340000 sec): 2 clusters
  Score: Raw -398622.684049 + Penalty 1373.504376 = -397249.179673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21450.510000 sec): 3 clusters
  Score: Raw -396257.811353 + Penalty 2747.008751 = -393510.802602
  nChanged 1851
		SP:Iteration 1F (21450.680000 sec): 3 clusters
  Score: Raw -397350.041269 + Penalty 2747.008751 = -394603.032518
  nChanged 407
		SP:Iteration 2F (21450.800000 sec): 3 clusters
  Score: Raw -397637.993136 + Penalty 2747.008751 = -394890.984385
  nChanged 317
		SP:Iteration 3F (21450.940000 sec): 3 clusters
  Score: Raw -397880.778419 + Penalty 2747.008751 = -395133.769668
  nChanged 284
		SP:Iteration 4F (21451.120000 sec): 3 clusters
  Score: Raw -398093.306390 + Penalty 2747.008751 = -395346.297639
  nChanged 234
		SP:Iteration 5Q (21451.280000 sec): 3 clusters
  Score: Raw -398223.721608 + Penalty 2747.008751 = -395476.712857
  nChanged 171
		SP:Iteration 6Q (21451.430000 sec): 3 clusters
  Score: Raw -398319.128577 + Penalty 2747.008751 = -395572.119826
  nChanged 141
		SP:Iteration 7Q (21451.600000 sec): 3 clusters
  Score: Raw -398406.335283 + Penalty 2747.008751 = -395659.326531
  nChanged 120
		SP:Iteration 8Q (21451.800000 sec): 3 clusters
  Score: Raw -398472.264129 + Penalty 2747.008751 = -395725.255378
  nChanged 113
		SP:Iteration 9Q (21451.980000 sec): 3 clusters
  Score: Raw -398534.141577 + Penalty 2747.008751 = -395787.132826
  nChanged 93
		SP:Iteration 10Q (21452.120000 sec): 3 clusters
  Score: Raw -398576.785723 + Penalty 2747.008751 = -395829.776972
  nChanged 85
		SP:Iteration 11Q (21452.320000 sec): 3 clusters
  Score: Raw -398612.377487 + Penalty 2747.008751 = -395865.368736
  nChanged 64
		SP:Iteration 12Q (21452.450000 sec): 3 clusters
  Score: Raw -398633.575885 + Penalty 2747.008751 = -395886.567134
  nChanged 49
		SP:Iteration 13Q (21452.620000 sec): 3 clusters
  Score: Raw -398646.495278 + Penalty 2747.008751 = -395899.486527
  nChanged 36
		SP:Iteration 14Q (21452.770000 sec): 3 clusters
  Score: Raw -398659.220547 + Penalty 2747.008751 = -395912.211796
  nChanged 38
		SP:Iteration 15Q (21452.940000 sec): 3 clusters
  Score: Raw -398670.119083 + Penalty 2747.008751 = -395923.110332
  nChanged 31
		SP:Iteration 16Q (21453.090000 sec): 3 clusters
  Score: Raw -398678.666480 + Penalty 2747.008751 = -395931.657729
  nChanged 25
		SP:Iteration 17Q (21453.220000 sec): 3 clusters
  Score: Raw -398685.576494 + Penalty 2747.008751 = -395938.567743
  nChanged 24
		SP:Iteration 18Q (21453.360000 sec): 3 clusters
  Score: Raw -398692.972801 + Penalty 2747.008751 = -395945.964049
  nChanged 29
		SP:Iteration 19Q (21453.480000 sec): 3 clusters
  Score: Raw -398699.888903 + Penalty 2747.008751 = -395952.880152
  nChanged 30
		SP:Iteration 20F (21453.600000 sec): 3 clusters
  Score: Raw -398710.564315 + Penalty 2747.008751 = -395963.555564
  nChanged 23
		SP:Iteration 21Q (21453.720000 sec): 3 clusters
  Score: Raw -398719.132359 + Penalty 2747.008751 = -395972.123608
  nChanged 31
		SP:Iteration 22Q (21453.840000 sec): 3 clusters
  Score: Raw -398728.585968 + Penalty 2747.008751 = -395981.577217
  nChanged 31
		SP:Iteration 23Q (21453.970000 sec): 3 clusters
  Score: Raw -398744.140469 + Penalty 2747.008751 = -395997.131718
  nChanged 37
		SP:Iteration 24Q (21454.080000 sec): 3 clusters
  Score: Raw -398770.835995 + Penalty 2747.008751 = -396023.827243
  nChanged 47
		SP:Iteration 25Q (21454.230000 sec): 3 clusters
  Score: Raw -398830.800965 + Penalty 2747.008751 = -396083.792214
  nChanged 82
		SP:Iteration 26Q (21454.380000 sec): 3 clusters
  Score: Raw -398898.554215 + Penalty 2747.008751 = -396151.545464
  nChanged 79
		SP:Iteration 27Q (21454.540000 sec): 3 clusters
  Score: Raw -398950.233487 + Penalty 2747.008751 = -396203.224736
  nChanged 74
		SP:Iteration 28Q (21454.680000 sec): 3 clusters
  Score: Raw -398986.662058 + Penalty 2747.008751 = -396239.653307
  nChanged 62
		SP:Iteration 29Q (21454.870000 sec): 3 clusters
  Score: Raw -399013.870934 + Penalty 2747.008751 = -396266.862183
  nChanged 54
		SP:Iteration 30Q (21455.050000 sec): 3 clusters
  Score: Raw -399037.024001 + Penalty 2747.008751 = -396290.015250
  nChanged 47
		SP:Iteration 31Q (21455.240000 sec): 3 clusters
  Score: Raw -399050.618262 + Penalty 2747.008751 = -396303.609511
  nChanged 23
		SP:Iteration 32Q (21455.420000 sec): 3 clusters
  Score: Raw -399056.193986 + Penalty 2747.008751 = -396309.185235
  nChanged 12
		SP:Iteration 33Q (21455.670000 sec): 3 clusters
  Score: Raw -399058.673213 + Penalty 2747.008751 = -396311.664462
  nChanged 6
		SP:Iteration 34Q (21455.850000 sec): 3 clusters
  Score: Raw -399059.600252 + Penalty 2747.008751 = -396312.591501
  nChanged 5
		SP:Iteration 35Q (21455.940000 sec): 3 clusters
  Score: Raw -399060.815476 + Penalty 2747.008751 = -396313.806725
  nChanged 6
		SP:Iteration 36Q (21456.040000 sec): 3 clusters
  Score: Raw -399062.040591 + Penalty 2747.008751 = -396315.031840
  nChanged 4
		SP:Iteration 37Q (21456.130000 sec): 3 clusters
  Score: Raw -399063.112326 + Penalty 2747.008751 = -396316.103575
  nChanged 8
		SP:Iteration 38Q (21456.220000 sec): 3 clusters
  Score: Raw -399066.302137 + Penalty 2747.008751 = -396319.293386
  nChanged 9
		SP:Iteration 39Q (21456.320000 sec): 3 clusters
  Score: Raw -399068.019233 + Penalty 2747.008751 = -396321.010482
  nChanged 5
		SP:Iteration 40F (21456.400000 sec): 3 clusters
  Score: Raw -399068.702681 + Penalty 2747.008751 = -396321.693930
  nChanged 6
		SP:Iteration 41Q (21456.490000 sec): 3 clusters
  Score: Raw -399069.332466 + Penalty 2747.008751 = -396322.323715
  nChanged 3
		SP:Iteration 42Q (21456.580000 sec): 3 clusters
  Score: Raw -399069.690782 + Penalty 2747.008751 = -396322.682031
  nChanged 2
		SP:Iteration 43Q (21456.680000 sec): 3 clusters
  Score: Raw -399071.081677 + Penalty 2747.008751 = -396324.072926
  nChanged 4
		SP:Iteration 44Q (21456.880000 sec): 3 clusters
  Score: Raw -399071.921192 + Penalty 2747.008751 = -396324.912441
  nChanged 3
		SP:Iteration 45Q (21457.030000 sec): 3 clusters
  Score: Raw -399072.430236 + Penalty 2747.008751 = -396325.421485
  nChanged 3
		SP:Iteration 46Q (21457.200000 sec): 3 clusters
  Score: Raw -399073.171946 + Penalty 2747.008751 = -396326.163195
  nChanged 1
		SP:Iteration 47Q (21457.360000 sec): 3 clusters
  Score: Raw -399073.366723 + Penalty 2747.008751 = -396326.357972
  nChanged 1
		SP:Iteration 48Q (21457.540000 sec): 3 clusters
  Score: Raw -399073.637112 + Penalty 2747.008751 = -396326.628361
  nChanged 1
		SP:Iteration 49Q (21457.740000 sec): 3 clusters
  Score: Raw -399073.891287 + Penalty 2747.008751 = -396326.882536
  nChanged 0
		SP:Iteration 50F (21457.980000 sec): 3 clusters
  Score: Raw -399073.891287 + Penalty 2747.008751 = -396326.882536
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 82 (4441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21458.030000 sec): 2 clusters
  Score: Raw -400248.493664 + Penalty 1364.778164 = -398883.715500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21458.200000 sec): 3 clusters
  Score: Raw -397970.003966 + Penalty 2729.556328 = -395240.447638
  nChanged 1755
		SP:Iteration 1F (21458.380000 sec): 3 clusters
  Score: Raw -398994.582057 + Penalty 2729.556328 = -396265.025729
  nChanged 353
		SP:Iteration 2F (21458.550000 sec): 3 clusters
  Score: Raw -399225.867659 + Penalty 2729.556328 = -396496.311331
  nChanged 253
		SP:Iteration 3F (21458.690000 sec): 3 clusters
  Score: Raw -399369.628006 + Penalty 2729.556328 = -396640.071678
  nChanged 199
		SP:Iteration 4Q (21458.850000 sec): 3 clusters
  Score: Raw -399500.168985 + Penalty 2729.556328 = -396770.612657
  nChanged 196
		SP:Iteration 5Q (21459.000000 sec): 3 clusters
  Score: Raw -399614.078087 + Penalty 2729.556328 = -396884.521759
  nChanged 168
		SP:Iteration 6Q (21459.150000 sec): 3 clusters
  Score: Raw -399712.946248 + Penalty 2729.556328 = -396983.389920
  nChanged 142
		SP:Iteration 7Q (21459.340000 sec): 3 clusters
  Score: Raw -399793.329129 + Penalty 2729.556328 = -397063.772801
  nChanged 115
		SP:Iteration 8Q (21459.460000 sec): 3 clusters
  Score: Raw -399847.768925 + Penalty 2729.556328 = -397118.212597
  nChanged 104
		SP:Iteration 9Q (21459.600000 sec): 3 clusters
  Score: Raw -399899.207364 + Penalty 2729.556328 = -397169.651036
  nChanged 91
		SP:Iteration 10Q (21459.790000 sec): 3 clusters
  Score: Raw -399941.363555 + Penalty 2729.556328 = -397211.807227
  nChanged 85
		SP:Iteration 11Q (21459.940000 sec): 3 clusters
  Score: Raw -399977.742712 + Penalty 2729.556328 = -397248.186384
  nChanged 67
		SP:Iteration 12Q (21460.080000 sec): 3 clusters
  Score: Raw -400002.651164 + Penalty 2729.556328 = -397273.094836
  nChanged 58
		SP:Iteration 13Q (21460.240000 sec): 3 clusters
  Score: Raw -400022.581136 + Penalty 2729.556328 = -397293.024808
  nChanged 55
		SP:Iteration 14Q (21460.370000 sec): 3 clusters
  Score: Raw -400047.224256 + Penalty 2729.556328 = -397317.667928
  nChanged 54
		SP:Iteration 15Q (21460.500000 sec): 3 clusters
  Score: Raw -400068.962470 + Penalty 2729.556328 = -397339.406142
  nChanged 56
		SP:Iteration 16Q (21460.640000 sec): 3 clusters
  Score: Raw -400089.234200 + Penalty 2729.556328 = -397359.677872
  nChanged 56
		SP:Iteration 17Q (21460.780000 sec): 3 clusters
  Score: Raw -400115.129195 + Penalty 2729.556328 = -397385.572867
  nChanged 54
		SP:Iteration 18Q (21460.920000 sec): 3 clusters
  Score: Raw -400131.793116 + Penalty 2729.556328 = -397402.236788
  nChanged 47
		SP:Iteration 19Q (21461.070000 sec): 3 clusters
  Score: Raw -400147.529324 + Penalty 2729.556328 = -397417.972996
  nChanged 39
		SP:Iteration 20F (21461.220000 sec): 3 clusters
  Score: Raw -400158.242234 + Penalty 2729.556328 = -397428.685906
  nChanged 40
		SP:Iteration 21Q (21461.350000 sec): 3 clusters
  Score: Raw -400171.894598 + Penalty 2729.556328 = -397442.338270
  nChanged 35
		SP:Iteration 22Q (21461.500000 sec): 3 clusters
  Score: Raw -400182.004928 + Penalty 2729.556328 = -397452.448600
  nChanged 40
		SP:Iteration 23Q (21461.640000 sec): 3 clusters
  Score: Raw -400193.524991 + Penalty 2729.556328 = -397463.968663
  nChanged 46
		SP:Iteration 24Q (21461.790000 sec): 3 clusters
  Score: Raw -400206.443164 + Penalty 2729.556328 = -397476.886836
  nChanged 37
		SP:Iteration 25Q (21461.940000 sec): 3 clusters
  Score: Raw -400218.306881 + Penalty 2729.556328 = -397488.750553
  nChanged 43
		SP:Iteration 26Q (21462.100000 sec): 3 clusters
  Score: Raw -400235.648900 + Penalty 2729.556328 = -397506.092572
  nChanged 45
		SP:Iteration 27Q (21462.270000 sec): 3 clusters
  Score: Raw -400249.238908 + Penalty 2729.556328 = -397519.682580
  nChanged 34
		SP:Iteration 28Q (21462.410000 sec): 3 clusters
  Score: Raw -400259.676464 + Penalty 2729.556328 = -397530.120136
  nChanged 29
		SP:Iteration 29Q (21462.600000 sec): 3 clusters
  Score: Raw -400267.741897 + Penalty 2729.556328 = -397538.185569
  nChanged 19
		SP:Iteration 30Q (21462.720000 sec): 3 clusters
  Score: Raw -400271.243772 + Penalty 2729.556328 = -397541.687444
  nChanged 16
		SP:Iteration 31Q (21462.920000 sec): 3 clusters
  Score: Raw -400274.903679 + Penalty 2729.556328 = -397545.347351
  nChanged 14
		SP:Iteration 32Q (21463.060000 sec): 3 clusters
  Score: Raw -400279.830482 + Penalty 2729.556328 = -397550.274154
  nChanged 15
		SP:Iteration 33Q (21463.250000 sec): 3 clusters
  Score: Raw -400283.788663 + Penalty 2729.556328 = -397554.232335
  nChanged 13
		SP:Iteration 34Q (21463.440000 sec): 3 clusters
  Score: Raw -400286.993225 + Penalty 2729.556328 = -397557.436897
  nChanged 17
		SP:Iteration 35Q (21463.610000 sec): 3 clusters
  Score: Raw -400290.935482 + Penalty 2729.556328 = -397561.379154
  nChanged 17
		SP:Iteration 36Q (21463.740000 sec): 3 clusters
  Score: Raw -400295.965025 + Penalty 2729.556328 = -397566.408697
  nChanged 16
		SP:Iteration 37Q (21463.870000 sec): 3 clusters
  Score: Raw -400300.375071 + Penalty 2729.556328 = -397570.818743
  nChanged 12
		SP:Iteration 38Q (21464.030000 sec): 3 clusters
  Score: Raw -400303.149924 + Penalty 2729.556328 = -397573.593596
  nChanged 16
		SP:Iteration 39Q (21464.160000 sec): 3 clusters
  Score: Raw -400306.658428 + Penalty 2729.556328 = -397577.102100
  nChanged 11
		SP:Iteration 40F (21464.330000 sec): 3 clusters
  Score: Raw -400309.006063 + Penalty 2729.556328 = -397579.449735
  nChanged 11
		SP:Iteration 41Q (21464.470000 sec): 3 clusters
  Score: Raw -400311.508826 + Penalty 2729.556328 = -397581.952498
  nChanged 14
		SP:Iteration 42Q (21464.640000 sec): 3 clusters
  Score: Raw -400314.127706 + Penalty 2729.556328 = -397584.571378
  nChanged 11
		SP:Iteration 43Q (21464.810000 sec): 3 clusters
  Score: Raw -400316.559317 + Penalty 2729.556328 = -397587.002989
  nChanged 15
		SP:Iteration 44Q (21464.950000 sec): 3 clusters
  Score: Raw -400320.801030 + Penalty 2729.556328 = -397591.244702
  nChanged 15
		SP:Iteration 45Q (21465.050000 sec): 3 clusters
  Score: Raw -400324.393140 + Penalty 2729.556328 = -397594.836812
  nChanged 15
		SP:Iteration 46Q (21465.130000 sec): 3 clusters
  Score: Raw -400328.986431 + Penalty 2729.556328 = -397599.430103
  nChanged 14
		SP:Iteration 47Q (21465.220000 sec): 3 clusters
  Score: Raw -400332.293852 + Penalty 2729.556328 = -397602.737524
  nChanged 8
		SP:Iteration 48Q (21465.310000 sec): 3 clusters
  Score: Raw -400334.056176 + Penalty 2729.556328 = -397604.499848
  nChanged 12
		SP:Iteration 49Q (21465.390000 sec): 3 clusters
  Score: Raw -400337.054922 + Penalty 2729.556328 = -397607.498594
  nChanged 11
		SP:Iteration 50Q (21465.480000 sec): 3 clusters
  Score: Raw -400339.577938 + Penalty 2729.556328 = -397610.021610
  nChanged 13
		SP:Iteration 51Q (21465.570000 sec): 3 clusters
  Score: Raw -400342.429148 + Penalty 2729.556328 = -397612.872820
  nChanged 13
		SP:Iteration 52Q (21465.650000 sec): 3 clusters
  Score: Raw -400345.189474 + Penalty 2729.556328 = -397615.633146
  nChanged 17
		SP:Iteration 53Q (21465.740000 sec): 3 clusters
  Score: Raw -400349.854037 + Penalty 2729.556328 = -397620.297709
  nChanged 20
		SP:Iteration 54Q (21465.830000 sec): 3 clusters
  Score: Raw -400354.751241 + Penalty 2729.556328 = -397625.194913
  nChanged 21
		SP:Iteration 55Q (21465.960000 sec): 3 clusters
  Score: Raw -400360.300637 + Penalty 2729.556328 = -397630.744309
  nChanged 21
		SP:Iteration 56Q (21466.090000 sec): 3 clusters
  Score: Raw -400366.010327 + Penalty 2729.556328 = -397636.453999
  nChanged 23
		SP:Iteration 57Q (21466.240000 sec): 3 clusters
  Score: Raw -400373.058999 + Penalty 2729.556328 = -397643.502671
  nChanged 22
		SP:Iteration 58Q (21466.370000 sec): 3 clusters
  Score: Raw -400378.254941 + Penalty 2729.556328 = -397648.698614
  nChanged 19
		SP:Iteration 59Q (21466.530000 sec): 3 clusters
  Score: Raw -400383.616753 + Penalty 2729.556328 = -397654.060425
  nChanged 14
		SP:Iteration 60F (21466.710000 sec): 3 clusters
  Score: Raw -400388.414342 + Penalty 2729.556328 = -397658.858014
  nChanged 22
		SP:Iteration 61Q (21466.890000 sec): 3 clusters
  Score: Raw -400395.523366 + Penalty 2729.556328 = -397665.967038
  nChanged 26
		SP:Iteration 62Q (21467.060000 sec): 3 clusters
  Score: Raw -400403.484704 + Penalty 2729.556328 = -397673.928376
  nChanged 22
		SP:Iteration 63Q (21467.220000 sec): 3 clusters
  Score: Raw -400411.879302 + Penalty 2729.556328 = -397682.322974
  nChanged 22
		SP:Iteration 64Q (21467.400000 sec): 3 clusters
  Score: Raw -400419.351681 + Penalty 2729.556328 = -397689.795353
  nChanged 30
		SP:Iteration 65Q (21467.530000 sec): 3 clusters
  Score: Raw -400431.461797 + Penalty 2729.556328 = -397701.905469
  nChanged 32
		SP:Iteration 66Q (21467.700000 sec): 3 clusters
  Score: Raw -400445.216524 + Penalty 2729.556328 = -397715.660196
  nChanged 38
		SP:Iteration 67Q (21467.850000 sec): 3 clusters
  Score: Raw -400458.802567 + Penalty 2729.556328 = -397729.246239
  nChanged 30
		SP:Iteration 68Q (21467.990000 sec): 3 clusters
  Score: Raw -400470.815466 + Penalty 2729.556328 = -397741.259138
  nChanged 27
		SP:Iteration 69Q (21468.140000 sec): 3 clusters
  Score: Raw -400478.907276 + Penalty 2729.556328 = -397749.350948
  nChanged 23
		SP:Iteration 70Q (21468.320000 sec): 3 clusters
  Score: Raw -400487.878708 + Penalty 2729.556328 = -397758.322380
  nChanged 22
		SP:Iteration 71Q (21468.460000 sec): 3 clusters
  Score: Raw -400497.493386 + Penalty 2729.556328 = -397767.937058
  nChanged 31
		SP:Iteration 72Q (21468.670000 sec): 3 clusters
  Score: Raw -400507.934511 + Penalty 2729.556328 = -397778.378183
  nChanged 31
		SP:Iteration 73Q (21468.880000 sec): 3 clusters
  Score: Raw -400522.757580 + Penalty 2729.556328 = -397793.201252
  nChanged 40
		SP:Iteration 74Q (21469.070000 sec): 3 clusters
  Score: Raw -400544.002468 + Penalty 2729.556328 = -397814.446140
  nChanged 36
		SP:Iteration 75Q (21469.200000 sec): 3 clusters
  Score: Raw -400562.299134 + Penalty 2729.556328 = -397832.742806
  nChanged 44
		SP:Iteration 76Q (21469.340000 sec): 3 clusters
  Score: Raw -400585.531599 + Penalty 2729.556328 = -397855.975271
  nChanged 64
		SP:Iteration 77Q (21469.540000 sec): 3 clusters
  Score: Raw -400616.391649 + Penalty 2729.556328 = -397886.835321
  nChanged 54
		SP:Iteration 78Q (21469.660000 sec): 3 clusters
  Score: Raw -400648.362527 + Penalty 2729.556328 = -397918.806199
  nChanged 51
		SP:Iteration 79Q (21469.880000 sec): 3 clusters
  Score: Raw -400681.390691 + Penalty 2729.556328 = -397951.834363
  nChanged 55
		SP:Iteration 80F (21470.040000 sec): 3 clusters
  Score: Raw -400720.640547 + Penalty 2729.556328 = -397991.084219
  nChanged 58
		SP:Iteration 81Q (21470.220000 sec): 3 clusters
  Score: Raw -400756.267244 + Penalty 2729.556328 = -398026.710916
  nChanged 46
		SP:Iteration 82Q (21470.410000 sec): 3 clusters
  Score: Raw -400791.173178 + Penalty 2729.556328 = -398061.616850
  nChanged 57
		SP:Iteration 83Q (21470.640000 sec): 3 clusters
  Score: Raw -400831.994530 + Penalty 2729.556328 = -398102.438202
  nChanged 60
		SP:Iteration 84Q (21470.780000 sec): 3 clusters
  Score: Raw -400871.782364 + Penalty 2729.556328 = -398142.226036
  nChanged 63
		SP:Iteration 85Q (21470.940000 sec): 3 clusters
  Score: Raw -400909.163943 + Penalty 2729.556328 = -398179.607615
  nChanged 59
		SP:Iteration 86Q (21471.120000 sec): 3 clusters
  Score: Raw -400950.655294 + Penalty 2729.556328 = -398221.098966
  nChanged 57
		SP:Iteration 87Q (21471.280000 sec): 3 clusters
  Score: Raw -400987.311132 + Penalty 2729.556328 = -398257.754804
  nChanged 41
		SP:Iteration 88Q (21471.440000 sec): 3 clusters
  Score: Raw -401011.747543 + Penalty 2729.556328 = -398282.191215
  nChanged 34
		SP:Iteration 89Q (21471.520000 sec): 3 clusters
  Score: Raw -401027.183424 + Penalty 2729.556328 = -398297.627096
  nChanged 26
		SP:Iteration 90Q (21471.600000 sec): 3 clusters
  Score: Raw -401038.131178 + Penalty 2729.556328 = -398308.574850
  nChanged 19
		SP:Iteration 91Q (21471.680000 sec): 3 clusters
  Score: Raw -401045.821433 + Penalty 2729.556328 = -398316.265105
  nChanged 16
		SP:Iteration 92Q (21471.770000 sec): 3 clusters
  Score: Raw -401050.995680 + Penalty 2729.556328 = -398321.439352
  nChanged 12
		SP:Iteration 93Q (21471.850000 sec): 3 clusters
  Score: Raw -401053.837556 + Penalty 2729.556328 = -398324.281228
  nChanged 4
		SP:Iteration 94Q (21472.100000 sec): 3 clusters
  Score: Raw -401055.158087 + Penalty 2729.556328 = -398325.601759
  nChanged 1
		SP:Iteration 95Q (21472.230000 sec): 3 clusters
  Score: Raw -401055.223515 + Penalty 2729.556328 = -398325.667187
  nChanged 0
		SP:Iteration 96F (21472.430000 sec): 3 clusters
  Score: Raw -401055.223515 + Penalty 2729.556328 = -398325.667187
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 83 (4592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21472.550000 sec): 2 clusters
  Score: Raw -450638.253659 + Penalty 1370.211527 = -449268.042132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21472.680000 sec): 3 clusters
  Score: Raw -448282.431013 + Penalty 2740.423055 = -445542.007958
  nChanged 1883
		SP:Iteration 1F (21472.860000 sec): 3 clusters
  Score: Raw -449329.184248 + Penalty 2740.423055 = -446588.761193
  nChanged 360
		SP:Iteration 2F (21473.010000 sec): 3 clusters
  Score: Raw -449565.817959 + Penalty 2740.423055 = -446825.394904
  nChanged 282
		SP:Iteration 3F (21473.200000 sec): 3 clusters
  Score: Raw -449721.350562 + Penalty 2740.423055 = -446980.927507
  nChanged 228
		SP:Iteration 4Q (21473.340000 sec): 3 clusters
  Score: Raw -449843.277712 + Penalty 2740.423055 = -447102.854658
  nChanged 193
		SP:Iteration 5Q (21473.420000 sec): 3 clusters
  Score: Raw -449945.212755 + Penalty 2740.423055 = -447204.789700
  nChanged 175
		SP:Iteration 6Q (21473.610000 sec): 3 clusters
  Score: Raw -450046.078317 + Penalty 2740.423055 = -447305.655262
  nChanged 171
		SP:Iteration 7Q (21473.780000 sec): 3 clusters
  Score: Raw -450142.965117 + Penalty 2740.423055 = -447402.542062
  nChanged 168
		SP:Iteration 8Q (21473.960000 sec): 3 clusters
  Score: Raw -450233.611064 + Penalty 2740.423055 = -447493.188009
  nChanged 166
		SP:Iteration 9Q (21474.130000 sec): 3 clusters
  Score: Raw -450323.191413 + Penalty 2740.423055 = -447582.768358
  nChanged 149
		SP:Iteration 10Q (21474.310000 sec): 3 clusters
  Score: Raw -450386.177398 + Penalty 2740.423055 = -447645.754343
  nChanged 114
		SP:Iteration 11Q (21474.480000 sec): 3 clusters
  Score: Raw -450439.330692 + Penalty 2740.423055 = -447698.907637
  nChanged 93
		SP:Iteration 12Q (21474.640000 sec): 3 clusters
  Score: Raw -450484.910399 + Penalty 2740.423055 = -447744.487344
  nChanged 84
		SP:Iteration 13Q (21474.800000 sec): 3 clusters
  Score: Raw -450522.326264 + Penalty 2740.423055 = -447781.903209
  nChanged 64
		SP:Iteration 14Q (21474.950000 sec): 3 clusters
  Score: Raw -450551.357749 + Penalty 2740.423055 = -447810.934694
  nChanged 67
		SP:Iteration 15Q (21475.100000 sec): 3 clusters
  Score: Raw -450581.703765 + Penalty 2740.423055 = -447841.280710
  nChanged 56
		SP:Iteration 16Q (21475.260000 sec): 3 clusters
  Score: Raw -450607.730857 + Penalty 2740.423055 = -447867.307802
  nChanged 52
		SP:Iteration 17Q (21475.420000 sec): 3 clusters
  Score: Raw -450631.123566 + Penalty 2740.423055 = -447890.700511
  nChanged 47
		SP:Iteration 18Q (21475.570000 sec): 3 clusters
  Score: Raw -450652.683059 + Penalty 2740.423055 = -447912.260004
  nChanged 57
		SP:Iteration 19Q (21475.720000 sec): 3 clusters
  Score: Raw -450682.765782 + Penalty 2740.423055 = -447942.342727
  nChanged 51
		SP:Iteration 20F (21475.860000 sec): 3 clusters
  Score: Raw -450703.968869 + Penalty 2740.423055 = -447963.545814
  nChanged 44
		SP:Iteration 21Q (21476.020000 sec): 3 clusters
  Score: Raw -450721.004474 + Penalty 2740.423055 = -447980.581419
  nChanged 42
		SP:Iteration 22Q (21476.180000 sec): 3 clusters
  Score: Raw -450735.922782 + Penalty 2740.423055 = -447995.499727
  nChanged 43
		SP:Iteration 23Q (21476.350000 sec): 3 clusters
  Score: Raw -450754.462163 + Penalty 2740.423055 = -448014.039108
  nChanged 39
		SP:Iteration 24Q (21476.500000 sec): 3 clusters
  Score: Raw -450768.801705 + Penalty 2740.423055 = -448028.378650
  nChanged 27
		SP:Iteration 25Q (21476.640000 sec): 3 clusters
  Score: Raw -450779.793235 + Penalty 2740.423055 = -448039.370181
  nChanged 28
		SP:Iteration 26Q (21476.790000 sec): 3 clusters
  Score: Raw -450790.166199 + Penalty 2740.423055 = -448049.743144
  nChanged 26
		SP:Iteration 27Q (21476.980000 sec): 3 clusters
  Score: Raw -450801.000363 + Penalty 2740.423055 = -448060.577309
  nChanged 30
		SP:Iteration 28Q (21477.120000 sec): 3 clusters
  Score: Raw -450815.569054 + Penalty 2740.423055 = -448075.145999
  nChanged 35
		SP:Iteration 29Q (21477.290000 sec): 3 clusters
  Score: Raw -450831.147831 + Penalty 2740.423055 = -448090.724777
  nChanged 34
		SP:Iteration 30Q (21477.490000 sec): 3 clusters
  Score: Raw -450843.882641 + Penalty 2740.423055 = -448103.459586
  nChanged 33
		SP:Iteration 31Q (21477.660000 sec): 3 clusters
  Score: Raw -450856.191287 + Penalty 2740.423055 = -448115.768233
  nChanged 29
		SP:Iteration 32Q (21477.810000 sec): 3 clusters
  Score: Raw -450867.504406 + Penalty 2740.423055 = -448127.081352
  nChanged 30
		SP:Iteration 33Q (21478.010000 sec): 3 clusters
  Score: Raw -450877.402580 + Penalty 2740.423055 = -448136.979525
  nChanged 27
		SP:Iteration 34Q (21478.180000 sec): 3 clusters
  Score: Raw -450885.800520 + Penalty 2740.423055 = -448145.377465
  nChanged 27
		SP:Iteration 35Q (21478.390000 sec): 3 clusters
  Score: Raw -450894.215073 + Penalty 2740.423055 = -448153.792018
  nChanged 28
		SP:Iteration 36Q (21478.530000 sec): 3 clusters
  Score: Raw -450903.653165 + Penalty 2740.423055 = -448163.230110
  nChanged 22
		SP:Iteration 37Q (21478.700000 sec): 3 clusters
  Score: Raw -450913.616705 + Penalty 2740.423055 = -448173.193650
  nChanged 28
		SP:Iteration 38Q (21478.870000 sec): 3 clusters
  Score: Raw -450929.098027 + Penalty 2740.423055 = -448188.674973
  nChanged 32
		SP:Iteration 39Q (21479.050000 sec): 3 clusters
  Score: Raw -450943.014773 + Penalty 2740.423055 = -448202.591719
  nChanged 34
		SP:Iteration 40F (21479.230000 sec): 3 clusters
  Score: Raw -450964.143119 + Penalty 2740.423055 = -448223.720064
  nChanged 55
		SP:Iteration 41Q (21479.410000 sec): 3 clusters
  Score: Raw -450997.555402 + Penalty 2740.423055 = -448257.132347
  nChanged 60
		SP:Iteration 42Q (21479.550000 sec): 3 clusters
  Score: Raw -451039.912989 + Penalty 2740.423055 = -448299.489935
  nChanged 63
		SP:Iteration 43Q (21479.750000 sec): 3 clusters
  Score: Raw -451096.587307 + Penalty 2740.423055 = -448356.164252
  nChanged 57
		SP:Iteration 44Q (21479.860000 sec): 3 clusters
  Score: Raw -451148.699684 + Penalty 2740.423055 = -448408.276630
  nChanged 70
		SP:Iteration 45Q (21480.050000 sec): 3 clusters
  Score: Raw -451188.158893 + Penalty 2740.423055 = -448447.735838
  nChanged 64
		SP:Iteration 46Q (21480.190000 sec): 3 clusters
  Score: Raw -451226.212645 + Penalty 2740.423055 = -448485.789590
  nChanged 68
		SP:Iteration 47Q (21480.390000 sec): 3 clusters
  Score: Raw -451262.251480 + Penalty 2740.423055 = -448521.828425
  nChanged 59
		SP:Iteration 48Q (21480.570000 sec): 3 clusters
  Score: Raw -451296.446523 + Penalty 2740.423055 = -448556.023468
  nChanged 51
		SP:Iteration 49Q (21480.730000 sec): 3 clusters
  Score: Raw -451321.743014 + Penalty 2740.423055 = -448581.319959
  nChanged 48
		SP:Iteration 50Q (21480.850000 sec): 3 clusters
  Score: Raw -451344.707449 + Penalty 2740.423055 = -448604.284394
  nChanged 35
		SP:Iteration 51Q (21481.020000 sec): 3 clusters
  Score: Raw -451363.044833 + Penalty 2740.423055 = -448622.621778
  nChanged 35
		SP:Iteration 52Q (21481.160000 sec): 3 clusters
  Score: Raw -451375.455836 + Penalty 2740.423055 = -448635.032781
  nChanged 21
		SP:Iteration 53Q (21481.310000 sec): 3 clusters
  Score: Raw -451382.055321 + Penalty 2740.423055 = -448641.632266
  nChanged 14
		SP:Iteration 54Q (21481.460000 sec): 3 clusters
  Score: Raw -451386.851234 + Penalty 2740.423055 = -448646.428180
  nChanged 11
		SP:Iteration 55Q (21481.620000 sec): 3 clusters
  Score: Raw -451390.654869 + Penalty 2740.423055 = -448650.231815
  nChanged 12
		SP:Iteration 56Q (21481.760000 sec): 3 clusters
  Score: Raw -451394.953730 + Penalty 2740.423055 = -448654.530675
  nChanged 15
		SP:Iteration 57Q (21481.950000 sec): 3 clusters
  Score: Raw -451399.501343 + Penalty 2740.423055 = -448659.078288
  nChanged 8
		SP:Iteration 58Q (21482.070000 sec): 3 clusters
  Score: Raw -451401.560762 + Penalty 2740.423055 = -448661.137708
  nChanged 8
		SP:Iteration 59Q (21482.310000 sec): 3 clusters
  Score: Raw -451404.302009 + Penalty 2740.423055 = -448663.878954
  nChanged 7
		SP:Iteration 60F (21482.460000 sec): 3 clusters
  Score: Raw -451407.187415 + Penalty 2740.423055 = -448666.764360
  nChanged 11
		SP:Iteration 61Q (21482.610000 sec): 3 clusters
  Score: Raw -451411.731837 + Penalty 2740.423055 = -448671.308782
  nChanged 10
		SP:Iteration 62Q (21482.770000 sec): 3 clusters
  Score: Raw -451414.541415 + Penalty 2740.423055 = -448674.118360
  nChanged 7
		SP:Iteration 63Q (21482.960000 sec): 3 clusters
  Score: Raw -451416.530949 + Penalty 2740.423055 = -448676.107894
  nChanged 5
		SP:Iteration 64Q (21483.110000 sec): 3 clusters
  Score: Raw -451417.878921 + Penalty 2740.423055 = -448677.455866
  nChanged 6
		SP:Iteration 65Q (21483.260000 sec): 3 clusters
  Score: Raw -451419.635146 + Penalty 2740.423055 = -448679.212092
  nChanged 4
		SP:Iteration 66Q (21483.430000 sec): 3 clusters
  Score: Raw -451420.512002 + Penalty 2740.423055 = -448680.088947
  nChanged 1
		SP:Iteration 67Q (21483.600000 sec): 3 clusters
  Score: Raw -451420.726114 + Penalty 2740.423055 = -448680.303059
  nChanged 0
		SP:Iteration 68F (21483.790000 sec): 3 clusters
  Score: Raw -451420.726114 + Penalty 2740.423055 = -448680.303059
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 84 (7622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21483.880000 sec): 2 clusters
  Score: Raw -718816.984596 + Penalty 1452.554038 = -717364.430558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21484.120000 sec): 3 clusters
  Score: Raw -714644.864169 + Penalty 2905.108076 = -711739.756092
  nChanged 3228
		SP:Iteration 1F (21484.280000 sec): 3 clusters
  Score: Raw -716371.282015 + Penalty 2905.108076 = -713466.173939
  nChanged 491
		SP:Iteration 2F (21484.530000 sec): 3 clusters
  Score: Raw -716596.778504 + Penalty 2905.108076 = -713691.670427
  nChanged 384
		SP:Iteration 3F (21484.710000 sec): 3 clusters
  Score: Raw -716754.017055 + Penalty 2905.108076 = -713848.908978
  nChanged 294
		SP:Iteration 4Q (21484.890000 sec): 3 clusters
  Score: Raw -716870.494567 + Penalty 2905.108076 = -713965.386491
  nChanged 281
		SP:Iteration 5Q (21485.080000 sec): 3 clusters
  Score: Raw -716996.625717 + Penalty 2905.108076 = -714091.517640
  nChanged 266
		SP:Iteration 6Q (21485.310000 sec): 3 clusters
  Score: Raw -717112.541329 + Penalty 2905.108076 = -714207.433253
  nChanged 284
		SP:Iteration 7Q (21485.470000 sec): 3 clusters
  Score: Raw -717257.861624 + Penalty 2905.108076 = -714352.753547
  nChanged 329
		SP:Iteration 8Q (21485.640000 sec): 3 clusters
  Score: Raw -717447.620467 + Penalty 2905.108076 = -714542.512390
  nChanged 387
		SP:Iteration 9F (21485.860000 sec): 3 clusters
  Score: Raw -717703.694668 + Penalty 2905.108076 = -714798.586592
  nChanged 402
		SP:Iteration 10F (21486.030000 sec): 3 clusters
  Score: Raw -718005.846380 + Penalty 2905.108076 = -715100.738304
  nChanged 358
		SP:Iteration 11Q (21486.210000 sec): 3 clusters
  Score: Raw -718291.347690 + Penalty 2905.108076 = -715386.239613
  nChanged 271
		SP:Iteration 12Q (21486.410000 sec): 3 clusters
  Score: Raw -718517.097722 + Penalty 2905.108076 = -715611.989646
  nChanged 204
		SP:Iteration 13Q (21486.610000 sec): 3 clusters
  Score: Raw -718703.975895 + Penalty 2905.108076 = -715798.867819
  nChanged 129
		SP:Iteration 14Q (21486.810000 sec): 3 clusters
  Score: Raw -718821.421133 + Penalty 2905.108076 = -715916.313057
  nChanged 77
		SP:Iteration 15Q (21487.000000 sec): 3 clusters
  Score: Raw -718883.510024 + Penalty 2905.108076 = -715978.401947
  nChanged 51
		SP:Iteration 16Q (21487.180000 sec): 3 clusters
  Score: Raw -718921.102092 + Penalty 2905.108076 = -716015.994015
  nChanged 33
		SP:Iteration 17Q (21487.360000 sec): 3 clusters
  Score: Raw -718952.975567 + Penalty 2905.108076 = -716047.867491
  nChanged 28
		SP:Iteration 18Q (21487.550000 sec): 3 clusters
  Score: Raw -718977.953746 + Penalty 2905.108076 = -716072.845670
  nChanged 20
		SP:Iteration 19Q (21487.790000 sec): 3 clusters
  Score: Raw -718998.793017 + Penalty 2905.108076 = -716093.684941
  nChanged 15
		SP:Iteration 20F (21487.970000 sec): 3 clusters
  Score: Raw -719016.604686 + Penalty 2905.108076 = -716111.496609
  nChanged 13
		SP:Iteration 21Q (21488.130000 sec): 3 clusters
  Score: Raw -719031.563815 + Penalty 2905.108076 = -716126.455739
  nChanged 10
		SP:Iteration 22Q (21488.290000 sec): 3 clusters
  Score: Raw -719042.373745 + Penalty 2905.108076 = -716137.265668
  nChanged 6
		SP:Iteration 23Q (21488.460000 sec): 3 clusters
  Score: Raw -719049.143844 + Penalty 2905.108076 = -716144.035767
  nChanged 3
		SP:Iteration 24Q (21488.610000 sec): 3 clusters
  Score: Raw -719053.067967 + Penalty 2905.108076 = -716147.959891
  nChanged 4
		SP:Iteration 25Q (21488.770000 sec): 3 clusters
  Score: Raw -719056.775459 + Penalty 2905.108076 = -716151.667382
  nChanged 1
		SP:Iteration 26Q (21488.930000 sec): 3 clusters
  Score: Raw -719057.966450 + Penalty 2905.108076 = -716152.858373
  nChanged 2
		SP:Iteration 27Q (21489.090000 sec): 3 clusters
  Score: Raw -719059.265048 + Penalty 2905.108076 = -716154.156972
  nChanged 1
		SP:Iteration 28Q (21489.260000 sec): 3 clusters
  Score: Raw -719060.147330 + Penalty 2905.108076 = -716155.039254
  nChanged 0
		SP:Iteration 29F (21489.420000 sec): 3 clusters
  Score: Raw -719060.147330 + Penalty 2905.108076 = -716155.039254
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 85 (3368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21489.510000 sec): 2 clusters
  Score: Raw -256255.792215 + Penalty 1319.837086 = -254935.955129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21489.650000 sec): 3 clusters
  Score: Raw -254598.367505 + Penalty 2639.674172 = -251958.693333
  nChanged 1300
		SP:Iteration 1F (21489.790000 sec): 3 clusters
  Score: Raw -255476.984855 + Penalty 2639.674172 = -252837.310683
  nChanged 319
		SP:Iteration 2F (21489.930000 sec): 3 clusters
  Score: Raw -255723.040556 + Penalty 2639.674172 = -253083.366384
  nChanged 205
		SP:Iteration 3F (21490.070000 sec): 3 clusters
  Score: Raw -255859.078497 + Penalty 2639.674172 = -253219.404325
  nChanged 160
		SP:Iteration 4Q (21490.220000 sec): 3 clusters
  Score: Raw -255963.079828 + Penalty 2639.674172 = -253323.405656
  nChanged 136
		SP:Iteration 5Q (21490.360000 sec): 3 clusters
  Score: Raw -256075.024403 + Penalty 2639.674172 = -253435.350231
  nChanged 143
		SP:Iteration 6Q (21490.500000 sec): 3 clusters
  Score: Raw -256191.677925 + Penalty 2639.674172 = -253552.003753
  nChanged 142
		SP:Iteration 7Q (21490.640000 sec): 3 clusters
  Score: Raw -256313.807417 + Penalty 2639.674172 = -253674.133245
  nChanged 146
		SP:Iteration 8Q (21490.770000 sec): 3 clusters
  Score: Raw -256445.550052 + Penalty 2639.674172 = -253805.875880
  nChanged 144
		SP:Iteration 9Q (21490.930000 sec): 3 clusters
  Score: Raw -256571.506342 + Penalty 2639.674172 = -253931.832170
  nChanged 118
		SP:Iteration 10Q (21491.060000 sec): 3 clusters
  Score: Raw -256673.491176 + Penalty 2639.674172 = -254033.817004
  nChanged 101
		SP:Iteration 11Q (21491.200000 sec): 3 clusters
  Score: Raw -256755.511111 + Penalty 2639.674172 = -254115.836939
  nChanged 85
		SP:Iteration 12Q (21491.350000 sec): 3 clusters
  Score: Raw -256824.887293 + Penalty 2639.674172 = -254185.213121
  nChanged 75
		SP:Iteration 13Q (21491.500000 sec): 3 clusters
  Score: Raw -256883.275579 + Penalty 2639.674172 = -254243.601407
  nChanged 75
		SP:Iteration 14Q (21491.670000 sec): 3 clusters
  Score: Raw -256939.263597 + Penalty 2639.674172 = -254299.589425
  nChanged 71
		SP:Iteration 15Q (21491.790000 sec): 3 clusters
  Score: Raw -257004.672454 + Penalty 2639.674172 = -254364.998282
  nChanged 68
		SP:Iteration 16Q (21491.930000 sec): 3 clusters
  Score: Raw -257063.753254 + Penalty 2639.674172 = -254424.079082
  nChanged 73
		SP:Iteration 17Q (21492.070000 sec): 3 clusters
  Score: Raw -257122.337098 + Penalty 2639.674172 = -254482.662926
  nChanged 68
		SP:Iteration 18Q (21492.210000 sec): 3 clusters
  Score: Raw -257179.298478 + Penalty 2639.674172 = -254539.624306
  nChanged 70
		SP:Iteration 19Q (21492.370000 sec): 3 clusters
  Score: Raw -257239.341837 + Penalty 2639.674172 = -254599.667665
  nChanged 65
		SP:Iteration 20F (21492.520000 sec): 3 clusters
  Score: Raw -257304.699968 + Penalty 2639.674172 = -254665.025796
  nChanged 77
		SP:Iteration 21Q (21492.670000 sec): 3 clusters
  Score: Raw -257381.158384 + Penalty 2639.674172 = -254741.484212
  nChanged 54
		SP:Iteration 22Q (21492.820000 sec): 3 clusters
  Score: Raw -257426.380435 + Penalty 2639.674172 = -254786.706263
  nChanged 43
		SP:Iteration 23Q (21493.010000 sec): 3 clusters
  Score: Raw -257453.896255 + Penalty 2639.674172 = -254814.222083
  nChanged 31
		SP:Iteration 24Q (21493.170000 sec): 3 clusters
  Score: Raw -257471.196086 + Penalty 2639.674172 = -254831.521914
  nChanged 19
		SP:Iteration 25Q (21493.310000 sec): 3 clusters
  Score: Raw -257480.031452 + Penalty 2639.674172 = -254840.357280
  nChanged 15
		SP:Iteration 26Q (21493.440000 sec): 3 clusters
  Score: Raw -257486.806725 + Penalty 2639.674172 = -254847.132553
  nChanged 14
		SP:Iteration 27Q (21493.580000 sec): 3 clusters
  Score: Raw -257493.110633 + Penalty 2639.674172 = -254853.436461
  nChanged 16
		SP:Iteration 28Q (21493.730000 sec): 3 clusters
  Score: Raw -257501.693097 + Penalty 2639.674172 = -254862.018925
  nChanged 15
		SP:Iteration 29Q (21493.870000 sec): 3 clusters
  Score: Raw -257507.477863 + Penalty 2639.674172 = -254867.803691
  nChanged 12
		SP:Iteration 30Q (21494.010000 sec): 3 clusters
  Score: Raw -257512.336085 + Penalty 2639.674172 = -254872.661913
  nChanged 12
		SP:Iteration 31Q (21494.150000 sec): 3 clusters
  Score: Raw -257517.386501 + Penalty 2639.674172 = -254877.712329
  nChanged 8
		SP:Iteration 32Q (21494.290000 sec): 3 clusters
  Score: Raw -257521.209380 + Penalty 2639.674172 = -254881.535208
  nChanged 8
		SP:Iteration 33Q (21494.440000 sec): 3 clusters
  Score: Raw -257526.488059 + Penalty 2639.674172 = -254886.813887
  nChanged 15
		SP:Iteration 34Q (21494.590000 sec): 3 clusters
  Score: Raw -257536.761987 + Penalty 2639.674172 = -254897.087815
  nChanged 12
		SP:Iteration 35Q (21494.730000 sec): 3 clusters
  Score: Raw -257544.954006 + Penalty 2639.674172 = -254905.279834
  nChanged 17
		SP:Iteration 36Q (21494.910000 sec): 3 clusters
  Score: Raw -257555.633655 + Penalty 2639.674172 = -254915.959483
  nChanged 12
		SP:Iteration 37Q (21495.040000 sec): 3 clusters
  Score: Raw -257561.524707 + Penalty 2639.674172 = -254921.850535
  nChanged 7
		SP:Iteration 38Q (21495.170000 sec): 3 clusters
  Score: Raw -257565.299344 + Penalty 2639.674172 = -254925.625172
  nChanged 4
		SP:Iteration 39Q (21495.310000 sec): 3 clusters
  Score: Raw -257567.970751 + Penalty 2639.674172 = -254928.296579
  nChanged 3
		SP:Iteration 40F (21495.450000 sec): 3 clusters
  Score: Raw -257568.940908 + Penalty 2639.674172 = -254929.266736
  nChanged 5
		SP:Iteration 41Q (21495.590000 sec): 3 clusters
  Score: Raw -257570.494021 + Penalty 2639.674172 = -254930.819849
  nChanged 2
		SP:Iteration 42Q (21495.750000 sec): 3 clusters
  Score: Raw -257571.422486 + Penalty 2639.674172 = -254931.748314
  nChanged 4
		SP:Iteration 43Q (21495.920000 sec): 3 clusters
  Score: Raw -257574.114341 + Penalty 2639.674172 = -254934.440169
  nChanged 6
		SP:Iteration 44Q (21496.040000 sec): 3 clusters
  Score: Raw -257576.426100 + Penalty 2639.674172 = -254936.751928
  nChanged 3
		SP:Iteration 45Q (21496.170000 sec): 3 clusters
  Score: Raw -257579.295892 + Penalty 2639.674172 = -254939.621720
  nChanged 7
		SP:Iteration 46Q (21496.310000 sec): 3 clusters
  Score: Raw -257582.512957 + Penalty 2639.674172 = -254942.838785
  nChanged 3
		SP:Iteration 47Q (21496.450000 sec): 3 clusters
  Score: Raw -257584.557908 + Penalty 2639.674172 = -254944.883736
  nChanged 3
		SP:Iteration 48Q (21496.580000 sec): 3 clusters
  Score: Raw -257586.351243 + Penalty 2639.674172 = -254946.677071
  nChanged 3
		SP:Iteration 49Q (21496.730000 sec): 3 clusters
  Score: Raw -257588.238033 + Penalty 2639.674172 = -254948.563861
  nChanged 6
		SP:Iteration 50Q (21496.870000 sec): 3 clusters
  Score: Raw -257592.431969 + Penalty 2639.674172 = -254952.757797
  nChanged 7
		SP:Iteration 51Q (21497.050000 sec): 3 clusters
  Score: Raw -257597.561015 + Penalty 2639.674172 = -254957.886843
  nChanged 7
		SP:Iteration 52Q (21497.190000 sec): 3 clusters
  Score: Raw -257601.369227 + Penalty 2639.674172 = -254961.695055
  nChanged 7
		SP:Iteration 53Q (21497.330000 sec): 3 clusters
  Score: Raw -257604.634154 + Penalty 2639.674172 = -254964.959982
  nChanged 5
		SP:Iteration 54Q (21497.480000 sec): 3 clusters
  Score: Raw -257607.415038 + Penalty 2639.674172 = -254967.740866
  nChanged 6
		SP:Iteration 55Q (21497.630000 sec): 3 clusters
  Score: Raw -257609.809736 + Penalty 2639.674172 = -254970.135564
  nChanged 7
		SP:Iteration 56Q (21497.780000 sec): 3 clusters
  Score: Raw -257612.762282 + Penalty 2639.674172 = -254973.088110
  nChanged 4
		SP:Iteration 57Q (21497.920000 sec): 3 clusters
  Score: Raw -257614.586925 + Penalty 2639.674172 = -254974.912754
  nChanged 3
		SP:Iteration 58Q (21498.070000 sec): 3 clusters
  Score: Raw -257615.796405 + Penalty 2639.674172 = -254976.122233
  nChanged 5
		SP:Iteration 59Q (21498.250000 sec): 3 clusters
  Score: Raw -257619.359635 + Penalty 2639.674172 = -254979.685463
  nChanged 6
		SP:Iteration 60F (21498.380000 sec): 3 clusters
  Score: Raw -257624.128574 + Penalty 2639.674172 = -254984.454402
  nChanged 4
		SP:Iteration 61Q (21498.560000 sec): 3 clusters
  Score: Raw -257626.081985 + Penalty 2639.674172 = -254986.407813
  nChanged 3
		SP:Iteration 62Q (21498.750000 sec): 3 clusters
  Score: Raw -257627.797226 + Penalty 2639.674172 = -254988.123054
  nChanged 1
		SP:Iteration 63Q (21498.860000 sec): 3 clusters
  Score: Raw -257627.912420 + Penalty 2639.674172 = -254988.238248
  nChanged 0
		SP:Iteration 64F (21499.020000 sec): 3 clusters
  Score: Raw -257627.912420 + Penalty 2639.674172 = -254988.238248
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 109.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 86 (544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21499.080000 sec): 2 clusters
  Score: Raw -34346.161917 + Penalty 1023.579253 = -33322.582664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21499.230000 sec): 3 clusters
  Score: Raw -34298.392168 + Penalty 2047.158505 = -32251.233663
  nChanged 147
		SP:Iteration 1F (21499.390000 sec): 3 clusters
  Score: Raw -34534.528978 + Penalty 2047.158505 = -32487.370473
  nChanged 35
		SP:Iteration 2F (21499.550000 sec): 3 clusters
  Score: Raw -34604.994727 + Penalty 2047.158505 = -32557.836222
  nChanged 21
		SP:Iteration 3Q (21499.710000 sec): 3 clusters
  Score: Raw -34635.582529 + Penalty 2047.158505 = -32588.424024
  nChanged 14
		SP:Iteration 4Q (21499.910000 sec): 3 clusters
  Score: Raw -34663.982921 + Penalty 2047.158505 = -32616.824416
  nChanged 9
		SP:Iteration 5Q (21500.020000 sec): 3 clusters
  Score: Raw -34679.569318 + Penalty 2047.158505 = -32632.410813
  nChanged 9
		SP:Iteration 6Q (21500.180000 sec): 3 clusters
  Score: Raw -34700.561760 + Penalty 2047.158505 = -32653.403255
  nChanged 7
		SP:Iteration 7Q (21500.350000 sec): 3 clusters
  Score: Raw -34712.540316 + Penalty 2047.158505 = -32665.381811
  nChanged 5
		SP:Iteration 8Q (21500.530000 sec): 3 clusters
  Score: Raw -34716.246515 + Penalty 2047.158505 = -32669.088010
  nChanged 1
		SP:Iteration 9Q (21500.700000 sec): 3 clusters
  Score: Raw -34716.979030 + Penalty 2047.158505 = -32669.820525
  nChanged 0
		SP:Iteration 10F (21500.880000 sec): 3 clusters
  Score: Raw -34716.979030 + Penalty 2047.158505 = -32669.820525
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 87 (2245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21500.980000 sec): 2 clusters
  Score: Raw -178515.980924 + Penalty 1253.924880 = -177262.056044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21501.150000 sec): 3 clusters
  Score: Raw -177529.410710 + Penalty 2507.849760 = -175021.560950
  nChanged 785
		SP:Iteration 1F (21501.260000 sec): 3 clusters
  Score: Raw -178076.169371 + Penalty 2507.849760 = -175568.319611
  nChanged 197
		SP:Iteration 2F (21501.410000 sec): 3 clusters
  Score: Raw -178259.032498 + Penalty 2507.849760 = -175751.182738
  nChanged 127
		SP:Iteration 3F (21501.570000 sec): 3 clusters
  Score: Raw -178371.858985 + Penalty 2507.849760 = -175864.009225
  nChanged 112
		SP:Iteration 4Q (21501.710000 sec): 3 clusters
  Score: Raw -178472.601282 + Penalty 2507.849760 = -175964.751522
  nChanged 87
		SP:Iteration 5Q (21501.890000 sec): 3 clusters
  Score: Raw -178531.273926 + Penalty 2507.849760 = -176023.424166
  nChanged 66
		SP:Iteration 6Q (21502.050000 sec): 3 clusters
  Score: Raw -178577.609221 + Penalty 2507.849760 = -176069.759461
  nChanged 50
		SP:Iteration 7Q (21502.220000 sec): 3 clusters
  Score: Raw -178610.344799 + Penalty 2507.849760 = -176102.495039
  nChanged 39
		SP:Iteration 8Q (21502.380000 sec): 3 clusters
  Score: Raw -178635.773689 + Penalty 2507.849760 = -176127.923929
  nChanged 35
		SP:Iteration 9Q (21502.560000 sec): 3 clusters
  Score: Raw -178659.951205 + Penalty 2507.849760 = -176152.101445
  nChanged 21
		SP:Iteration 10Q (21502.740000 sec): 3 clusters
  Score: Raw -178670.048820 + Penalty 2507.849760 = -176162.199060
  nChanged 23
		SP:Iteration 11Q (21502.890000 sec): 3 clusters
  Score: Raw -178684.277562 + Penalty 2507.849760 = -176176.427802
  nChanged 19
		SP:Iteration 12Q (21503.060000 sec): 3 clusters
  Score: Raw -178693.415389 + Penalty 2507.849760 = -176185.565629
  nChanged 14
		SP:Iteration 13Q (21503.240000 sec): 3 clusters
  Score: Raw -178698.229812 + Penalty 2507.849760 = -176190.380052
  nChanged 7
		SP:Iteration 14Q (21503.390000 sec): 3 clusters
  Score: Raw -178701.194758 + Penalty 2507.849760 = -176193.344998
  nChanged 6
		SP:Iteration 15Q (21503.530000 sec): 3 clusters
  Score: Raw -178703.044489 + Penalty 2507.849760 = -176195.194729
  nChanged 7
		SP:Iteration 16Q (21503.700000 sec): 3 clusters
  Score: Raw -178706.741669 + Penalty 2507.849760 = -176198.891909
  nChanged 7
		SP:Iteration 17Q (21503.860000 sec): 3 clusters
  Score: Raw -178708.675354 + Penalty 2507.849760 = -176200.825594
  nChanged 7
		SP:Iteration 18Q (21503.960000 sec): 3 clusters
  Score: Raw -178711.504294 + Penalty 2507.849760 = -176203.654534
  nChanged 7
		SP:Iteration 19Q (21504.120000 sec): 3 clusters
  Score: Raw -178714.674086 + Penalty 2507.849760 = -176206.824326
  nChanged 10
		SP:Iteration 20F (21504.280000 sec): 3 clusters
  Score: Raw -178719.062894 + Penalty 2507.849760 = -176211.213134
  nChanged 9
		SP:Iteration 21Q (21504.450000 sec): 3 clusters
  Score: Raw -178721.944167 + Penalty 2507.849760 = -176214.094407
  nChanged 7
		SP:Iteration 22Q (21504.590000 sec): 3 clusters
  Score: Raw -178725.124205 + Penalty 2507.849760 = -176217.274445
  nChanged 10
		SP:Iteration 23Q (21504.740000 sec): 3 clusters
  Score: Raw -178729.147362 + Penalty 2507.849760 = -176221.297602
  nChanged 7
		SP:Iteration 24Q (21504.900000 sec): 3 clusters
  Score: Raw -178731.289805 + Penalty 2507.849760 = -176223.440045
  nChanged 4
		SP:Iteration 25Q (21505.040000 sec): 3 clusters
  Score: Raw -178732.473156 + Penalty 2507.849760 = -176224.623396
  nChanged 4
		SP:Iteration 26Q (21505.170000 sec): 3 clusters
  Score: Raw -178733.454872 + Penalty 2507.849760 = -176225.605112
  nChanged 4
		SP:Iteration 27Q (21505.300000 sec): 3 clusters
  Score: Raw -178735.163185 + Penalty 2507.849760 = -176227.313425
  nChanged 4
		SP:Iteration 28Q (21505.440000 sec): 3 clusters
  Score: Raw -178736.667216 + Penalty 2507.849760 = -176228.817456
  nChanged 6
		SP:Iteration 29Q (21505.580000 sec): 3 clusters
  Score: Raw -178738.686864 + Penalty 2507.849760 = -176230.837104
  nChanged 7
		SP:Iteration 30Q (21505.720000 sec): 3 clusters
  Score: Raw -178742.129859 + Penalty 2507.849760 = -176234.280099
  nChanged 7
		SP:Iteration 31Q (21505.860000 sec): 3 clusters
  Score: Raw -178745.761886 + Penalty 2507.849760 = -176237.912126
  nChanged 10
		SP:Iteration 32Q (21506.000000 sec): 3 clusters
  Score: Raw -178750.314589 + Penalty 2507.849760 = -176242.464829
  nChanged 5
		SP:Iteration 33Q (21506.150000 sec): 3 clusters
  Score: Raw -178752.864829 + Penalty 2507.849760 = -176245.015069
  nChanged 9
		SP:Iteration 34Q (21506.280000 sec): 3 clusters
  Score: Raw -178757.758744 + Penalty 2507.849760 = -176249.908984
  nChanged 11
		SP:Iteration 35Q (21506.420000 sec): 3 clusters
  Score: Raw -178763.110700 + Penalty 2507.849760 = -176255.260940
  nChanged 10
		SP:Iteration 36Q (21506.600000 sec): 3 clusters
  Score: Raw -178768.192067 + Penalty 2507.849760 = -176260.342307
  nChanged 7
		SP:Iteration 37Q (21506.750000 sec): 3 clusters
  Score: Raw -178772.217486 + Penalty 2507.849760 = -176264.367726
  nChanged 5
		SP:Iteration 38Q (21506.890000 sec): 3 clusters
  Score: Raw -178774.498573 + Penalty 2507.849760 = -176266.648813
  nChanged 4
		SP:Iteration 39Q (21507.040000 sec): 3 clusters
  Score: Raw -178776.600669 + Penalty 2507.849760 = -176268.750909
  nChanged 4
		SP:Iteration 40F (21507.150000 sec): 3 clusters
  Score: Raw -178778.525794 + Penalty 2507.849760 = -176270.676034
  nChanged 3
		SP:Iteration 41Q (21507.310000 sec): 3 clusters
  Score: Raw -178779.564330 + Penalty 2507.849760 = -176271.714570
  nChanged 3
		SP:Iteration 42Q (21507.440000 sec): 3 clusters
  Score: Raw -178780.676992 + Penalty 2507.849760 = -176272.827232
  nChanged 3
		SP:Iteration 43Q (21507.620000 sec): 3 clusters
  Score: Raw -178782.056319 + Penalty 2507.849760 = -176274.206559
  nChanged 5
		SP:Iteration 44Q (21507.810000 sec): 3 clusters
  Score: Raw -178785.465214 + Penalty 2507.849760 = -176277.615454
  nChanged 10
		SP:Iteration 45Q (21507.960000 sec): 3 clusters
  Score: Raw -178789.886375 + Penalty 2507.849760 = -176282.036615
  nChanged 6
		SP:Iteration 46Q (21508.120000 sec): 3 clusters
  Score: Raw -178792.291676 + Penalty 2507.849760 = -176284.441916
  nChanged 5
		SP:Iteration 47Q (21508.250000 sec): 3 clusters
  Score: Raw -178794.348664 + Penalty 2507.849760 = -176286.498904
  nChanged 5
		SP:Iteration 48Q (21508.390000 sec): 3 clusters
  Score: Raw -178795.899116 + Penalty 2507.849760 = -176288.049355
  nChanged 1
		SP:Iteration 49Q (21508.530000 sec): 3 clusters
  Score: Raw -178796.275627 + Penalty 2507.849760 = -176288.425867
  nChanged 1
		SP:Iteration 50Q (21508.660000 sec): 3 clusters
  Score: Raw -178796.475498 + Penalty 2507.849760 = -176288.625738
  nChanged 0
		SP:Iteration 51F (21508.790000 sec): 3 clusters
  Score: Raw -178796.475498 + Penalty 2507.849760 = -176288.625738
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 88 (3405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21508.870000 sec): 2 clusters
  Score: Raw -271011.620687 + Penalty 1321.612536 = -269690.008152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21508.990000 sec): 3 clusters
  Score: Raw -269409.990942 + Penalty 2643.225071 = -266766.765871
  nChanged 1305
		SP:Iteration 1F (21509.130000 sec): 3 clusters
  Score: Raw -270328.427477 + Penalty 2643.225071 = -267685.202406
  nChanged 369
		SP:Iteration 2F (21509.310000 sec): 3 clusters
  Score: Raw -270639.380489 + Penalty 2643.225071 = -267996.155418
  nChanged 217
		SP:Iteration 3F (21509.430000 sec): 3 clusters
  Score: Raw -270817.750762 + Penalty 2643.225071 = -268174.525691
  nChanged 156
		SP:Iteration 4Q (21509.570000 sec): 3 clusters
  Score: Raw -270938.413139 + Penalty 2643.225071 = -268295.188068
  nChanged 124
		SP:Iteration 5Q (21509.710000 sec): 3 clusters
  Score: Raw -271029.687866 + Penalty 2643.225071 = -268386.462795
  nChanged 95
		SP:Iteration 6Q (21509.850000 sec): 3 clusters
  Score: Raw -271086.700590 + Penalty 2643.225071 = -268443.475518
  nChanged 78
		SP:Iteration 7Q (21509.990000 sec): 3 clusters
  Score: Raw -271134.798233 + Penalty 2643.225071 = -268491.573162
  nChanged 68
		SP:Iteration 8Q (21510.110000 sec): 3 clusters
  Score: Raw -271169.784321 + Penalty 2643.225071 = -268526.559250
  nChanged 54
		SP:Iteration 9Q (21510.240000 sec): 3 clusters
  Score: Raw -271194.117543 + Penalty 2643.225071 = -268550.892472
  nChanged 44
		SP:Iteration 10Q (21510.360000 sec): 3 clusters
  Score: Raw -271219.455740 + Penalty 2643.225071 = -268576.230669
  nChanged 55
		SP:Iteration 11Q (21510.530000 sec): 3 clusters
  Score: Raw -271253.161716 + Penalty 2643.225071 = -268609.936645
  nChanged 45
		SP:Iteration 12Q (21510.670000 sec): 3 clusters
  Score: Raw -271280.487289 + Penalty 2643.225071 = -268637.262218
  nChanged 35
		SP:Iteration 13Q (21510.840000 sec): 3 clusters
  Score: Raw -271296.438491 + Penalty 2643.225071 = -268653.213420
  nChanged 33
		SP:Iteration 14Q (21510.990000 sec): 3 clusters
  Score: Raw -271313.340569 + Penalty 2643.225071 = -268670.115498
  nChanged 33
		SP:Iteration 15Q (21511.130000 sec): 3 clusters
  Score: Raw -271328.626562 + Penalty 2643.225071 = -268685.401491
  nChanged 35
		SP:Iteration 16Q (21511.270000 sec): 3 clusters
  Score: Raw -271351.350974 + Penalty 2643.225071 = -268708.125903
  nChanged 44
		SP:Iteration 17Q (21511.410000 sec): 3 clusters
  Score: Raw -271377.888273 + Penalty 2643.225071 = -268734.663202
  nChanged 49
		SP:Iteration 18Q (21511.560000 sec): 3 clusters
  Score: Raw -271407.857082 + Penalty 2643.225071 = -268764.632011
  nChanged 53
		SP:Iteration 19Q (21511.710000 sec): 3 clusters
  Score: Raw -271445.453390 + Penalty 2643.225071 = -268802.228319
  nChanged 63
		SP:Iteration 20F (21511.870000 sec): 3 clusters
  Score: Raw -271476.729730 + Penalty 2643.225071 = -268833.504659
  nChanged 42
		SP:Iteration 21Q (21512.040000 sec): 3 clusters
  Score: Raw -271498.408183 + Penalty 2643.225071 = -268855.183112
  nChanged 41
		SP:Iteration 22Q (21512.140000 sec): 3 clusters
  Score: Raw -271525.654496 + Penalty 2643.225071 = -268882.429425
  nChanged 52
		SP:Iteration 23Q (21512.210000 sec): 3 clusters
  Score: Raw -271552.869488 + Penalty 2643.225071 = -268909.644417
  nChanged 46
		SP:Iteration 24Q (21512.270000 sec): 3 clusters
  Score: Raw -271573.523361 + Penalty 2643.225071 = -268930.298289
  nChanged 39
		SP:Iteration 25Q (21512.340000 sec): 3 clusters
  Score: Raw -271596.276509 + Penalty 2643.225071 = -268953.051438
  nChanged 42
		SP:Iteration 26Q (21512.410000 sec): 3 clusters
  Score: Raw -271616.124456 + Penalty 2643.225071 = -268972.899385
  nChanged 40
		SP:Iteration 27Q (21512.470000 sec): 3 clusters
  Score: Raw -271639.675870 + Penalty 2643.225071 = -268996.450799
  nChanged 31
		SP:Iteration 28Q (21512.540000 sec): 3 clusters
  Score: Raw -271659.318951 + Penalty 2643.225071 = -269016.093880
  nChanged 36
		SP:Iteration 29Q (21512.700000 sec): 3 clusters
  Score: Raw -271672.805745 + Penalty 2643.225071 = -269029.580674
  nChanged 27
		SP:Iteration 30Q (21512.870000 sec): 3 clusters
  Score: Raw -271683.372419 + Penalty 2643.225071 = -269040.147348
  nChanged 22
		SP:Iteration 31Q (21513.050000 sec): 3 clusters
  Score: Raw -271691.797749 + Penalty 2643.225071 = -269048.572678
  nChanged 13
		SP:Iteration 32Q (21513.210000 sec): 3 clusters
  Score: Raw -271697.494547 + Penalty 2643.225071 = -269054.269476
  nChanged 11
		SP:Iteration 33Q (21513.350000 sec): 3 clusters
  Score: Raw -271703.497178 + Penalty 2643.225071 = -269060.272107
  nChanged 8
		SP:Iteration 34Q (21513.500000 sec): 3 clusters
  Score: Raw -271706.364951 + Penalty 2643.225071 = -269063.139880
  nChanged 7
		SP:Iteration 35Q (21513.660000 sec): 3 clusters
  Score: Raw -271709.258103 + Penalty 2643.225071 = -269066.033032
  nChanged 12
		SP:Iteration 36Q (21513.800000 sec): 3 clusters
  Score: Raw -271716.080567 + Penalty 2643.225071 = -269072.855496
  nChanged 14
		SP:Iteration 37Q (21513.950000 sec): 3 clusters
  Score: Raw -271720.599845 + Penalty 2643.225071 = -269077.374774
  nChanged 11
		SP:Iteration 38Q (21514.100000 sec): 3 clusters
  Score: Raw -271724.433631 + Penalty 2643.225071 = -269081.208560
  nChanged 12
		SP:Iteration 39Q (21514.240000 sec): 3 clusters
  Score: Raw -271728.860190 + Penalty 2643.225071 = -269085.635119
  nChanged 16
		SP:Iteration 40F (21514.390000 sec): 3 clusters
  Score: Raw -271733.342396 + Penalty 2643.225071 = -269090.117325
  nChanged 13
		SP:Iteration 41Q (21514.550000 sec): 3 clusters
  Score: Raw -271736.960210 + Penalty 2643.225071 = -269093.735139
  nChanged 10
		SP:Iteration 42Q (21514.690000 sec): 3 clusters
  Score: Raw -271740.505953 + Penalty 2643.225071 = -269097.280882
  nChanged 10
		SP:Iteration 43Q (21514.830000 sec): 3 clusters
  Score: Raw -271744.766834 + Penalty 2643.225071 = -269101.541763
  nChanged 16
		SP:Iteration 44Q (21514.970000 sec): 3 clusters
  Score: Raw -271749.749752 + Penalty 2643.225071 = -269106.524681
  nChanged 10
		SP:Iteration 45Q (21515.110000 sec): 3 clusters
  Score: Raw -271753.503359 + Penalty 2643.225071 = -269110.278288
  nChanged 12
		SP:Iteration 46Q (21515.250000 sec): 3 clusters
  Score: Raw -271758.255596 + Penalty 2643.225071 = -269115.030525
  nChanged 11
		SP:Iteration 47Q (21515.390000 sec): 3 clusters
  Score: Raw -271760.815965 + Penalty 2643.225071 = -269117.590894
  nChanged 12
		SP:Iteration 48Q (21515.540000 sec): 3 clusters
  Score: Raw -271764.764439 + Penalty 2643.225071 = -269121.539368
  nChanged 10
		SP:Iteration 49Q (21515.680000 sec): 3 clusters
  Score: Raw -271767.452850 + Penalty 2643.225071 = -269124.227779
  nChanged 6
		SP:Iteration 50Q (21515.830000 sec): 3 clusters
  Score: Raw -271769.104920 + Penalty 2643.225071 = -269125.879849
  nChanged 4
		SP:Iteration 51Q (21515.970000 sec): 3 clusters
  Score: Raw -271770.416525 + Penalty 2643.225071 = -269127.191454
  nChanged 3
		SP:Iteration 52Q (21516.110000 sec): 3 clusters
  Score: Raw -271771.349872 + Penalty 2643.225071 = -269128.124800
  nChanged 3
		SP:Iteration 53Q (21516.250000 sec): 3 clusters
  Score: Raw -271772.045264 + Penalty 2643.225071 = -269128.820193
  nChanged 3
		SP:Iteration 54Q (21516.400000 sec): 3 clusters
  Score: Raw -271772.849203 + Penalty 2643.225071 = -269129.624132
  nChanged 4
		SP:Iteration 55Q (21516.540000 sec): 3 clusters
  Score: Raw -271773.701783 + Penalty 2643.225071 = -269130.476711
  nChanged 2
		SP:Iteration 56Q (21516.690000 sec): 3 clusters
  Score: Raw -271774.011417 + Penalty 2643.225071 = -269130.786346
  nChanged 1
		SP:Iteration 57Q (21516.830000 sec): 3 clusters
  Score: Raw -271774.411354 + Penalty 2643.225071 = -269131.186283
  nChanged 2
		SP:Iteration 58Q (21516.970000 sec): 3 clusters
  Score: Raw -271775.076661 + Penalty 2643.225071 = -269131.851590
  nChanged 2
		SP:Iteration 59Q (21517.130000 sec): 3 clusters
  Score: Raw -271775.603813 + Penalty 2643.225071 = -269132.378742
  nChanged 2
		SP:Iteration 60F (21517.300000 sec): 3 clusters
  Score: Raw -271776.286603 + Penalty 2643.225071 = -269133.061532
  nChanged 2
		SP:Iteration 61Q (21517.480000 sec): 3 clusters
  Score: Raw -271777.931939 + Penalty 2643.225071 = -269134.706867
  nChanged 3
		SP:Iteration 62Q (21517.610000 sec): 3 clusters
  Score: Raw -271778.682914 + Penalty 2643.225071 = -269135.457843
  nChanged 1
		SP:Iteration 63Q (21517.750000 sec): 3 clusters
  Score: Raw -271778.803908 + Penalty 2643.225071 = -269135.578837
  nChanged 0
		SP:Iteration 64F (21517.910000 sec): 3 clusters
  Score: Raw -271778.803908 + Penalty 2643.225071 = -269135.578837
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 89 (6000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21518.020000 sec): 2 clusters
  Score: Raw -501293.841782 + Penalty 1413.671147 = -499880.170636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21518.120000 sec): 3 clusters
  Score: Raw -498096.144158 + Penalty 2827.342293 = -495268.801865
  nChanged 2467
		SP:Iteration 1F (21518.350000 sec): 3 clusters
  Score: Raw -499465.899908 + Penalty 2827.342293 = -496638.557615
  nChanged 472
		SP:Iteration 2F (21518.560000 sec): 3 clusters
  Score: Raw -499785.260787 + Penalty 2827.342293 = -496957.918494
  nChanged 418
		SP:Iteration 3F (21518.830000 sec): 3 clusters
  Score: Raw -500044.801308 + Penalty 2827.342293 = -497217.459015
  nChanged 349
		SP:Iteration 4F (21518.990000 sec): 3 clusters
  Score: Raw -500242.395316 + Penalty 2827.342293 = -497415.053023
  nChanged 284
		SP:Iteration 5Q (21519.140000 sec): 3 clusters
  Score: Raw -500402.913403 + Penalty 2827.342293 = -497575.571110
  nChanged 242
		SP:Iteration 6Q (21519.280000 sec): 3 clusters
  Score: Raw -500514.300240 + Penalty 2827.342293 = -497686.957947
  nChanged 195
		SP:Iteration 7Q (21519.460000 sec): 3 clusters
  Score: Raw -500597.113900 + Penalty 2827.342293 = -497769.771607
  nChanged 165
		SP:Iteration 8Q (21519.680000 sec): 3 clusters
  Score: Raw -500672.581964 + Penalty 2827.342293 = -497845.239671
  nChanged 158
		SP:Iteration 9Q (21519.860000 sec): 3 clusters
  Score: Raw -500756.208658 + Penalty 2827.342293 = -497928.866365
  nChanged 173
		SP:Iteration 10Q (21520.030000 sec): 3 clusters
  Score: Raw -500847.475893 + Penalty 2827.342293 = -498020.133600
  nChanged 150
		SP:Iteration 11Q (21520.230000 sec): 3 clusters
  Score: Raw -500926.319732 + Penalty 2827.342293 = -498098.977438
  nChanged 152
		SP:Iteration 12Q (21520.410000 sec): 3 clusters
  Score: Raw -501011.348160 + Penalty 2827.342293 = -498184.005867
  nChanged 157
		SP:Iteration 13Q (21520.630000 sec): 3 clusters
  Score: Raw -501100.047944 + Penalty 2827.342293 = -498272.705651
  nChanged 159
		SP:Iteration 14Q (21520.880000 sec): 3 clusters
  Score: Raw -501196.569759 + Penalty 2827.342293 = -498369.227466
  nChanged 156
		SP:Iteration 15Q (21521.050000 sec): 3 clusters
  Score: Raw -501286.542691 + Penalty 2827.342293 = -498459.200398
  nChanged 144
		SP:Iteration 16Q (21521.240000 sec): 3 clusters
  Score: Raw -501353.926567 + Penalty 2827.342293 = -498526.584274
  nChanged 116
		SP:Iteration 17Q (21521.410000 sec): 3 clusters
  Score: Raw -501408.143814 + Penalty 2827.342293 = -498580.801521
  nChanged 93
		SP:Iteration 18Q (21521.600000 sec): 3 clusters
  Score: Raw -501450.185739 + Penalty 2827.342293 = -498622.843446
  nChanged 94
		SP:Iteration 19Q (21521.810000 sec): 3 clusters
  Score: Raw -501489.840918 + Penalty 2827.342293 = -498662.498625
  nChanged 94
		SP:Iteration 20F (21521.980000 sec): 3 clusters
  Score: Raw -501527.865368 + Penalty 2827.342293 = -498700.523075
  nChanged 86
		SP:Iteration 21Q (21522.160000 sec): 3 clusters
  Score: Raw -501564.154907 + Penalty 2827.342293 = -498736.812614
  nChanged 74
		SP:Iteration 22Q (21522.390000 sec): 3 clusters
  Score: Raw -501597.864445 + Penalty 2827.342293 = -498770.522152
  nChanged 73
		SP:Iteration 23Q (21522.520000 sec): 3 clusters
  Score: Raw -501627.863998 + Penalty 2827.342293 = -498800.521705
  nChanged 65
		SP:Iteration 24Q (21522.690000 sec): 3 clusters
  Score: Raw -501650.529821 + Penalty 2827.342293 = -498823.187528
  nChanged 63
		SP:Iteration 25Q (21522.840000 sec): 3 clusters
  Score: Raw -501673.098829 + Penalty 2827.342293 = -498845.756536
  nChanged 58
		SP:Iteration 26Q (21523.030000 sec): 3 clusters
  Score: Raw -501691.018359 + Penalty 2827.342293 = -498863.676066
  nChanged 40
		SP:Iteration 27Q (21523.200000 sec): 3 clusters
  Score: Raw -501700.631506 + Penalty 2827.342293 = -498873.289213
  nChanged 32
		SP:Iteration 28Q (21523.380000 sec): 3 clusters
  Score: Raw -501709.385551 + Penalty 2827.342293 = -498882.043258
  nChanged 29
		SP:Iteration 29Q (21523.580000 sec): 3 clusters
  Score: Raw -501718.609330 + Penalty 2827.342293 = -498891.267037
  nChanged 28
		SP:Iteration 30Q (21523.790000 sec): 3 clusters
  Score: Raw -501727.418412 + Penalty 2827.342293 = -498900.076119
  nChanged 31
		SP:Iteration 31Q (21523.960000 sec): 3 clusters
  Score: Raw -501737.411122 + Penalty 2827.342293 = -498910.068829
  nChanged 30
		SP:Iteration 32Q (21524.090000 sec): 3 clusters
  Score: Raw -501746.912481 + Penalty 2827.342293 = -498919.570188
  nChanged 20
		SP:Iteration 33Q (21524.250000 sec): 3 clusters
  Score: Raw -501750.652721 + Penalty 2827.342293 = -498923.310427
  nChanged 16
		SP:Iteration 34Q (21524.450000 sec): 3 clusters
  Score: Raw -501754.922636 + Penalty 2827.342293 = -498927.580343
  nChanged 17
		SP:Iteration 35Q (21524.630000 sec): 3 clusters
  Score: Raw -501759.590182 + Penalty 2827.342293 = -498932.247889
  nChanged 14
		SP:Iteration 36Q (21524.770000 sec): 3 clusters
  Score: Raw -501763.842829 + Penalty 2827.342293 = -498936.500536
  nChanged 15
		SP:Iteration 37Q (21524.950000 sec): 3 clusters
  Score: Raw -501767.586575 + Penalty 2827.342293 = -498940.244282
  nChanged 18
		SP:Iteration 38Q (21525.180000 sec): 3 clusters
  Score: Raw -501772.931843 + Penalty 2827.342293 = -498945.589549
  nChanged 23
		SP:Iteration 39Q (21525.350000 sec): 3 clusters
  Score: Raw -501779.266007 + Penalty 2827.342293 = -498951.923714
  nChanged 17
		SP:Iteration 40F (21525.570000 sec): 3 clusters
  Score: Raw -501783.312482 + Penalty 2827.342293 = -498955.970189
  nChanged 19
		SP:Iteration 41Q (21525.790000 sec): 3 clusters
  Score: Raw -501786.299409 + Penalty 2827.342293 = -498958.957115
  nChanged 14
		SP:Iteration 42Q (21525.960000 sec): 3 clusters
  Score: Raw -501788.711791 + Penalty 2827.342293 = -498961.369498
  nChanged 14
		SP:Iteration 43Q (21526.200000 sec): 3 clusters
  Score: Raw -501792.170334 + Penalty 2827.342293 = -498964.828041
  nChanged 17
		SP:Iteration 44Q (21526.350000 sec): 3 clusters
  Score: Raw -501796.801834 + Penalty 2827.342293 = -498969.459541
  nChanged 16
		SP:Iteration 45Q (21526.540000 sec): 3 clusters
  Score: Raw -501800.995869 + Penalty 2827.342293 = -498973.653576
  nChanged 12
		SP:Iteration 46Q (21526.670000 sec): 3 clusters
  Score: Raw -501803.349851 + Penalty 2827.342293 = -498976.007558
  nChanged 15
		SP:Iteration 47Q (21526.860000 sec): 3 clusters
  Score: Raw -501807.092720 + Penalty 2827.342293 = -498979.750427
  nChanged 16
		SP:Iteration 48Q (21527.050000 sec): 3 clusters
  Score: Raw -501809.795105 + Penalty 2827.342293 = -498982.452812
  nChanged 7
		SP:Iteration 49Q (21527.260000 sec): 3 clusters
  Score: Raw -501812.360277 + Penalty 2827.342293 = -498985.017984
  nChanged 12
		SP:Iteration 50Q (21527.410000 sec): 3 clusters
  Score: Raw -501816.368447 + Penalty 2827.342293 = -498989.026154
  nChanged 23
		SP:Iteration 51Q (21527.630000 sec): 3 clusters
  Score: Raw -501826.694828 + Penalty 2827.342293 = -498999.352535
  nChanged 28
		SP:Iteration 52Q (21527.800000 sec): 3 clusters
  Score: Raw -501836.721905 + Penalty 2827.342293 = -499009.379612
  nChanged 25
		SP:Iteration 53Q (21527.970000 sec): 3 clusters
  Score: Raw -501844.111272 + Penalty 2827.342293 = -499016.768979
  nChanged 24
		SP:Iteration 54Q (21528.170000 sec): 3 clusters
  Score: Raw -501853.165550 + Penalty 2827.342293 = -499025.823256
  nChanged 21
		SP:Iteration 55Q (21528.330000 sec): 3 clusters
  Score: Raw -501859.882271 + Penalty 2827.342293 = -499032.539978
  nChanged 23
		SP:Iteration 56Q (21528.470000 sec): 3 clusters
  Score: Raw -501867.471047 + Penalty 2827.342293 = -499040.128754
  nChanged 24
		SP:Iteration 57Q (21528.640000 sec): 3 clusters
  Score: Raw -501874.091283 + Penalty 2827.342293 = -499046.748990
  nChanged 12
		SP:Iteration 58Q (21528.800000 sec): 3 clusters
  Score: Raw -501876.744131 + Penalty 2827.342293 = -499049.401838
  nChanged 9
		SP:Iteration 59Q (21528.980000 sec): 3 clusters
  Score: Raw -501879.182049 + Penalty 2827.342293 = -499051.839756
  nChanged 10
		SP:Iteration 60F (21529.180000 sec): 3 clusters
  Score: Raw -501880.986059 + Penalty 2827.342293 = -499053.643766
  nChanged 7
		SP:Iteration 61Q (21529.330000 sec): 3 clusters
  Score: Raw -501882.216447 + Penalty 2827.342293 = -499054.874154
  nChanged 2
		SP:Iteration 62Q (21529.510000 sec): 3 clusters
  Score: Raw -501882.667127 + Penalty 2827.342293 = -499055.324834
  nChanged 1
		SP:Iteration 63Q (21529.650000 sec): 3 clusters
  Score: Raw -501882.743734 + Penalty 2827.342293 = -499055.401441
  nChanged 2
		SP:Iteration 64Q (21529.790000 sec): 3 clusters
  Score: Raw -501883.333519 + Penalty 2827.342293 = -499055.991226
  nChanged 1
		SP:Iteration 65Q (21529.960000 sec): 3 clusters
  Score: Raw -501883.437620 + Penalty 2827.342293 = -499056.095327
  nChanged 2
		SP:Iteration 66Q (21530.110000 sec): 3 clusters
  Score: Raw -501883.868387 + Penalty 2827.342293 = -499056.526094
  nChanged 4
		SP:Iteration 67Q (21530.250000 sec): 3 clusters
  Score: Raw -501884.860502 + Penalty 2827.342293 = -499057.518209
  nChanged 2
		SP:Iteration 68Q (21530.420000 sec): 3 clusters
  Score: Raw -501885.172839 + Penalty 2827.342293 = -499057.830546
  nChanged 3
		SP:Iteration 69Q (21530.580000 sec): 3 clusters
  Score: Raw -501885.692934 + Penalty 2827.342293 = -499058.350641
  nChanged 1
		SP:Iteration 70Q (21530.720000 sec): 3 clusters
  Score: Raw -501885.846154 + Penalty 2827.342293 = -499058.503861
  nChanged 0
		SP:Iteration 71F (21530.880000 sec): 3 clusters
  Score: Raw -501885.846154 + Penalty 2827.342293 = -499058.503861
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 90 (5138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21530.980000 sec): 2 clusters
  Score: Raw -434885.550341 + Penalty 1388.468116 = -433497.082225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21531.180000 sec): 3 clusters
  Score: Raw -432214.921232 + Penalty 2776.936233 = -429437.984999
  nChanged 2110
		SP:Iteration 1F (21531.340000 sec): 3 clusters
  Score: Raw -433511.529142 + Penalty 2776.936233 = -430734.592909
  nChanged 445
		SP:Iteration 2F (21531.530000 sec): 3 clusters
  Score: Raw -433860.034816 + Penalty 2776.936233 = -431083.098583
  nChanged 367
		SP:Iteration 3F (21531.730000 sec): 3 clusters
  Score: Raw -434173.593193 + Penalty 2776.936233 = -431396.656960
  nChanged 323
		SP:Iteration 4F (21531.940000 sec): 3 clusters
  Score: Raw -434404.949414 + Penalty 2776.936233 = -431628.013182
  nChanged 270
		SP:Iteration 5F (21532.090000 sec): 3 clusters
  Score: Raw -434611.518659 + Penalty 2776.936233 = -431834.582426
  nChanged 242
		SP:Iteration 6Q (21532.200000 sec): 3 clusters
  Score: Raw -434773.250966 + Penalty 2776.936233 = -431996.314733
  nChanged 197
		SP:Iteration 7Q (21532.410000 sec): 3 clusters
  Score: Raw -434899.274181 + Penalty 2776.936233 = -432122.337948
  nChanged 165
		SP:Iteration 8Q (21532.570000 sec): 3 clusters
  Score: Raw -435014.331030 + Penalty 2776.936233 = -432237.394797
  nChanged 173
		SP:Iteration 9Q (21532.740000 sec): 3 clusters
  Score: Raw -435123.609666 + Penalty 2776.936233 = -432346.673434
  nChanged 139
		SP:Iteration 10Q (21532.880000 sec): 3 clusters
  Score: Raw -435221.647948 + Penalty 2776.936233 = -432444.711715
  nChanged 138
		SP:Iteration 11Q (21533.050000 sec): 3 clusters
  Score: Raw -435304.157164 + Penalty 2776.936233 = -432527.220931
  nChanged 134
		SP:Iteration 12Q (21533.180000 sec): 3 clusters
  Score: Raw -435382.868439 + Penalty 2776.936233 = -432605.932207
  nChanged 98
		SP:Iteration 13Q (21533.390000 sec): 3 clusters
  Score: Raw -435431.696540 + Penalty 2776.936233 = -432654.760308
  nChanged 73
		SP:Iteration 14Q (21533.550000 sec): 3 clusters
  Score: Raw -435460.921947 + Penalty 2776.936233 = -432683.985714
  nChanged 46
		SP:Iteration 15Q (21533.740000 sec): 3 clusters
  Score: Raw -435475.848237 + Penalty 2776.936233 = -432698.912004
  nChanged 38
		SP:Iteration 16Q (21533.930000 sec): 3 clusters
  Score: Raw -435486.898743 + Penalty 2776.936233 = -432709.962510
  nChanged 31
		SP:Iteration 17Q (21534.130000 sec): 3 clusters
  Score: Raw -435496.734661 + Penalty 2776.936233 = -432719.798428
  nChanged 27
		SP:Iteration 18Q (21534.320000 sec): 3 clusters
  Score: Raw -435502.855171 + Penalty 2776.936233 = -432725.918938
  nChanged 18
		SP:Iteration 19Q (21534.500000 sec): 3 clusters
  Score: Raw -435507.950631 + Penalty 2776.936233 = -432731.014398
  nChanged 15
		SP:Iteration 20F (21534.710000 sec): 3 clusters
  Score: Raw -435511.138851 + Penalty 2776.936233 = -432734.202618
  nChanged 14
		SP:Iteration 21Q (21534.890000 sec): 3 clusters
  Score: Raw -435514.483118 + Penalty 2776.936233 = -432737.546885
  nChanged 11
		SP:Iteration 22Q (21535.060000 sec): 3 clusters
  Score: Raw -435516.748439 + Penalty 2776.936233 = -432739.812206
  nChanged 6
		SP:Iteration 23Q (21535.230000 sec): 3 clusters
  Score: Raw -435519.220583 + Penalty 2776.936233 = -432742.284350
  nChanged 8
		SP:Iteration 24Q (21535.380000 sec): 3 clusters
  Score: Raw -435521.459400 + Penalty 2776.936233 = -432744.523167
  nChanged 12
		SP:Iteration 25Q (21535.520000 sec): 3 clusters
  Score: Raw -435524.801166 + Penalty 2776.936233 = -432747.864933
  nChanged 9
		SP:Iteration 26Q (21535.670000 sec): 3 clusters
  Score: Raw -435527.434544 + Penalty 2776.936233 = -432750.498311
  nChanged 12
		SP:Iteration 27Q (21535.830000 sec): 3 clusters
  Score: Raw -435530.324615 + Penalty 2776.936233 = -432753.388382
  nChanged 11
		SP:Iteration 28Q (21536.000000 sec): 3 clusters
  Score: Raw -435532.606395 + Penalty 2776.936233 = -432755.670163
  nChanged 4
		SP:Iteration 29Q (21536.160000 sec): 3 clusters
  Score: Raw -435533.781957 + Penalty 2776.936233 = -432756.845724
  nChanged 3
		SP:Iteration 30Q (21536.330000 sec): 3 clusters
  Score: Raw -435534.432833 + Penalty 2776.936233 = -432757.496600
  nChanged 2
		SP:Iteration 31Q (21536.510000 sec): 3 clusters
  Score: Raw -435535.072316 + Penalty 2776.936233 = -432758.136083
  nChanged 4
		SP:Iteration 32Q (21536.650000 sec): 3 clusters
  Score: Raw -435536.287868 + Penalty 2776.936233 = -432759.351635
  nChanged 3
		SP:Iteration 33Q (21536.830000 sec): 3 clusters
  Score: Raw -435536.625448 + Penalty 2776.936233 = -432759.689215
  nChanged 1
		SP:Iteration 34Q (21536.970000 sec): 3 clusters
  Score: Raw -435536.921284 + Penalty 2776.936233 = -432759.985051
  nChanged 1
		SP:Iteration 35Q (21537.150000 sec): 3 clusters
  Score: Raw -435537.095244 + Penalty 2776.936233 = -432760.159011
  nChanged 1
		SP:Iteration 36Q (21537.290000 sec): 3 clusters
  Score: Raw -435537.156777 + Penalty 2776.936233 = -432760.220544
  nChanged 0
		SP:Iteration 37F (21537.450000 sec): 3 clusters
  Score: Raw -435537.156777 + Penalty 2776.936233 = -432760.220544
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 91 (3555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21537.540000 sec): 2 clusters
  Score: Raw -300595.476473 + Penalty 1328.617931 = -299266.858542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21537.720000 sec): 3 clusters
  Score: Raw -298853.104740 + Penalty 2657.235861 = -296195.868879
  nChanged 1415
		SP:Iteration 1F (21537.880000 sec): 3 clusters
  Score: Raw -299787.204693 + Penalty 2657.235861 = -297129.968831
  nChanged 324
		SP:Iteration 2F (21538.040000 sec): 3 clusters
  Score: Raw -300014.616339 + Penalty 2657.235861 = -297357.380478
  nChanged 196
		SP:Iteration 3F (21538.190000 sec): 3 clusters
  Score: Raw -300155.225435 + Penalty 2657.235861 = -297497.989574
  nChanged 184
		SP:Iteration 4F (21538.350000 sec): 3 clusters
  Score: Raw -300281.500012 + Penalty 2657.235861 = -297624.264151
  nChanged 140
		SP:Iteration 5Q (21538.510000 sec): 3 clusters
  Score: Raw -300374.521339 + Penalty 2657.235861 = -297717.285478
  nChanged 105
		SP:Iteration 6Q (21538.720000 sec): 3 clusters
  Score: Raw -300448.778305 + Penalty 2657.235861 = -297791.542444
  nChanged 108
		SP:Iteration 7Q (21538.850000 sec): 3 clusters
  Score: Raw -300529.310303 + Penalty 2657.235861 = -297872.074442
  nChanged 102
		SP:Iteration 8Q (21538.990000 sec): 3 clusters
  Score: Raw -300611.436599 + Penalty 2657.235861 = -297954.200738
  nChanged 94
		SP:Iteration 9Q (21539.170000 sec): 3 clusters
  Score: Raw -300669.182349 + Penalty 2657.235861 = -298011.946488
  nChanged 72
		SP:Iteration 10Q (21539.330000 sec): 3 clusters
  Score: Raw -300711.975377 + Penalty 2657.235861 = -298054.739515
  nChanged 59
		SP:Iteration 11Q (21539.510000 sec): 3 clusters
  Score: Raw -300747.410712 + Penalty 2657.235861 = -298090.174851
  nChanged 61
		SP:Iteration 12Q (21539.650000 sec): 3 clusters
  Score: Raw -300793.379876 + Penalty 2657.235861 = -298136.144015
  nChanged 57
		SP:Iteration 13Q (21539.850000 sec): 3 clusters
  Score: Raw -300837.255326 + Penalty 2657.235861 = -298180.019464
  nChanged 66
		SP:Iteration 14Q (21539.990000 sec): 3 clusters
  Score: Raw -300895.942483 + Penalty 2657.235861 = -298238.706622
  nChanged 57
		SP:Iteration 15Q (21540.130000 sec): 3 clusters
  Score: Raw -300951.578574 + Penalty 2657.235861 = -298294.342713
  nChanged 56
		SP:Iteration 16Q (21540.270000 sec): 3 clusters
  Score: Raw -300993.351887 + Penalty 2657.235861 = -298336.116026
  nChanged 49
		SP:Iteration 17Q (21540.430000 sec): 3 clusters
  Score: Raw -301020.988248 + Penalty 2657.235861 = -298363.752386
  nChanged 30
		SP:Iteration 18Q (21540.610000 sec): 3 clusters
  Score: Raw -301040.133602 + Penalty 2657.235861 = -298382.897740
  nChanged 35
		SP:Iteration 19Q (21540.740000 sec): 3 clusters
  Score: Raw -301064.778969 + Penalty 2657.235861 = -298407.543108
  nChanged 33
		SP:Iteration 20F (21540.940000 sec): 3 clusters
  Score: Raw -301084.133446 + Penalty 2657.235861 = -298426.897585
  nChanged 31
		SP:Iteration 21Q (21541.050000 sec): 3 clusters
  Score: Raw -301101.234498 + Penalty 2657.235861 = -298443.998637
  nChanged 23
		SP:Iteration 22Q (21541.200000 sec): 3 clusters
  Score: Raw -301111.577436 + Penalty 2657.235861 = -298454.341574
  nChanged 17
		SP:Iteration 23Q (21541.390000 sec): 3 clusters
  Score: Raw -301120.390859 + Penalty 2657.235861 = -298463.154997
  nChanged 19
		SP:Iteration 24Q (21541.530000 sec): 3 clusters
  Score: Raw -301126.237356 + Penalty 2657.235861 = -298469.001495
  nChanged 10
		SP:Iteration 25Q (21541.680000 sec): 3 clusters
  Score: Raw -301129.001816 + Penalty 2657.235861 = -298471.765955
  nChanged 13
		SP:Iteration 26Q (21541.830000 sec): 3 clusters
  Score: Raw -301133.663699 + Penalty 2657.235861 = -298476.427838
  nChanged 11
		SP:Iteration 27Q (21541.980000 sec): 3 clusters
  Score: Raw -301136.824472 + Penalty 2657.235861 = -298479.588610
  nChanged 10
		SP:Iteration 28Q (21542.130000 sec): 3 clusters
  Score: Raw -301139.797892 + Penalty 2657.235861 = -298482.562031
  nChanged 7
		SP:Iteration 29Q (21542.270000 sec): 3 clusters
  Score: Raw -301143.254163 + Penalty 2657.235861 = -298486.018301
  nChanged 6
		SP:Iteration 30Q (21542.420000 sec): 3 clusters
  Score: Raw -301145.737906 + Penalty 2657.235861 = -298488.502045
  nChanged 9
		SP:Iteration 31Q (21542.570000 sec): 3 clusters
  Score: Raw -301150.485298 + Penalty 2657.235861 = -298493.249437
  nChanged 11
		SP:Iteration 32Q (21542.720000 sec): 3 clusters
  Score: Raw -301153.176943 + Penalty 2657.235861 = -298495.941082
  nChanged 4
		SP:Iteration 33Q (21542.870000 sec): 3 clusters
  Score: Raw -301154.163020 + Penalty 2657.235861 = -298496.927159
  nChanged 2
		SP:Iteration 34Q (21543.010000 sec): 3 clusters
  Score: Raw -301154.970808 + Penalty 2657.235861 = -298497.734947
  nChanged 4
		SP:Iteration 35Q (21543.180000 sec): 3 clusters
  Score: Raw -301156.213637 + Penalty 2657.235861 = -298498.977776
  nChanged 2
		SP:Iteration 36Q (21543.340000 sec): 3 clusters
  Score: Raw -301156.898478 + Penalty 2657.235861 = -298499.662617
  nChanged 0
		SP:Iteration 37F (21543.530000 sec): 3 clusters
  Score: Raw -301156.898478 + Penalty 2657.235861 = -298499.662617
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 92 (3178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21543.620000 sec): 2 clusters
  Score: Raw -311412.289856 + Penalty 1310.401194 = -310101.888662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21543.780000 sec): 3 clusters
  Score: Raw -309929.999400 + Penalty 2620.802388 = -307309.197012
  nChanged 1178
		SP:Iteration 1F (21543.960000 sec): 3 clusters
  Score: Raw -310663.626141 + Penalty 2620.802388 = -308042.823753
  nChanged 294
		SP:Iteration 2F (21544.140000 sec): 3 clusters
  Score: Raw -310946.915207 + Penalty 2620.802388 = -308326.112819
  nChanged 233
		SP:Iteration 3F (21544.290000 sec): 3 clusters
  Score: Raw -311164.788466 + Penalty 2620.802388 = -308543.986078
  nChanged 201
		SP:Iteration 4F (21544.520000 sec): 3 clusters
  Score: Raw -311347.229168 + Penalty 2620.802388 = -308726.426780
  nChanged 162
		SP:Iteration 5F (21544.670000 sec): 3 clusters
  Score: Raw -311486.161822 + Penalty 2620.802388 = -308865.359435
  nChanged 138
		SP:Iteration 6Q (21544.790000 sec): 3 clusters
  Score: Raw -311604.095298 + Penalty 2620.802388 = -308983.292910
  nChanged 107
		SP:Iteration 7Q (21544.950000 sec): 3 clusters
  Score: Raw -311705.491474 + Penalty 2620.802388 = -309084.689086
  nChanged 91
		SP:Iteration 8Q (21545.110000 sec): 3 clusters
  Score: Raw -311796.106026 + Penalty 2620.802388 = -309175.303639
  nChanged 81
		SP:Iteration 9Q (21545.260000 sec): 3 clusters
  Score: Raw -311869.605056 + Penalty 2620.802388 = -309248.802668
  nChanged 74
		SP:Iteration 10Q (21545.420000 sec): 3 clusters
  Score: Raw -311926.386413 + Penalty 2620.802388 = -309305.584026
  nChanged 60
		SP:Iteration 11Q (21545.550000 sec): 3 clusters
  Score: Raw -311972.428001 + Penalty 2620.802388 = -309351.625613
  nChanged 56
		SP:Iteration 12Q (21545.690000 sec): 3 clusters
  Score: Raw -312011.911666 + Penalty 2620.802388 = -309391.109278
  nChanged 44
		SP:Iteration 13Q (21545.840000 sec): 3 clusters
  Score: Raw -312040.851949 + Penalty 2620.802388 = -309420.049562
  nChanged 40
		SP:Iteration 14Q (21545.990000 sec): 3 clusters
  Score: Raw -312066.505136 + Penalty 2620.802388 = -309445.702748
  nChanged 40
		SP:Iteration 15Q (21546.140000 sec): 3 clusters
  Score: Raw -312091.523790 + Penalty 2620.802388 = -309470.721402
  nChanged 41
		SP:Iteration 16Q (21546.290000 sec): 3 clusters
  Score: Raw -312120.001300 + Penalty 2620.802388 = -309499.198913
  nChanged 28
		SP:Iteration 17Q (21546.450000 sec): 3 clusters
  Score: Raw -312135.970538 + Penalty 2620.802388 = -309515.168151
  nChanged 24
		SP:Iteration 18Q (21546.650000 sec): 3 clusters
  Score: Raw -312149.055198 + Penalty 2620.802388 = -309528.252810
  nChanged 21
		SP:Iteration 19Q (21546.790000 sec): 3 clusters
  Score: Raw -312160.560812 + Penalty 2620.802388 = -309539.758424
  nChanged 18
		SP:Iteration 20F (21546.940000 sec): 3 clusters
  Score: Raw -312167.050644 + Penalty 2620.802388 = -309546.248256
  nChanged 9
		SP:Iteration 21Q (21547.080000 sec): 3 clusters
  Score: Raw -312170.592272 + Penalty 2620.802388 = -309549.789884
  nChanged 7
		SP:Iteration 22Q (21547.230000 sec): 3 clusters
  Score: Raw -312173.482500 + Penalty 2620.802388 = -309552.680112
  nChanged 6
		SP:Iteration 23Q (21547.440000 sec): 3 clusters
  Score: Raw -312176.030982 + Penalty 2620.802388 = -309555.228594
  nChanged 7
		SP:Iteration 24Q (21547.580000 sec): 3 clusters
  Score: Raw -312178.815689 + Penalty 2620.802388 = -309558.013302
  nChanged 10
		SP:Iteration 25Q (21547.750000 sec): 3 clusters
  Score: Raw -312183.632818 + Penalty 2620.802388 = -309562.830430
  nChanged 9
		SP:Iteration 26Q (21547.900000 sec): 3 clusters
  Score: Raw -312188.103402 + Penalty 2620.802388 = -309567.301014
  nChanged 7
		SP:Iteration 27Q (21548.050000 sec): 3 clusters
  Score: Raw -312190.801777 + Penalty 2620.802388 = -309569.999389
  nChanged 6
		SP:Iteration 28Q (21548.210000 sec): 3 clusters
  Score: Raw -312192.759032 + Penalty 2620.802388 = -309571.956644
  nChanged 3
		SP:Iteration 29Q (21548.400000 sec): 3 clusters
  Score: Raw -312194.003894 + Penalty 2620.802388 = -309573.201506
  nChanged 1
		SP:Iteration 30Q (21548.580000 sec): 3 clusters
  Score: Raw -312194.339528 + Penalty 2620.802388 = -309573.537140
  nChanged 4
		SP:Iteration 31Q (21548.700000 sec): 3 clusters
  Score: Raw -312196.020268 + Penalty 2620.802388 = -309575.217880
  nChanged 7
		SP:Iteration 32Q (21548.830000 sec): 3 clusters
  Score: Raw -312200.210050 + Penalty 2620.802388 = -309579.407662
  nChanged 12
		SP:Iteration 33Q (21548.970000 sec): 3 clusters
  Score: Raw -312205.211234 + Penalty 2620.802388 = -309584.408846
  nChanged 7
		SP:Iteration 34Q (21549.090000 sec): 3 clusters
  Score: Raw -312207.333133 + Penalty 2620.802388 = -309586.530745
  nChanged 5
		SP:Iteration 35Q (21549.230000 sec): 3 clusters
  Score: Raw -312209.931908 + Penalty 2620.802388 = -309589.129520
  nChanged 8
		SP:Iteration 36Q (21549.380000 sec): 3 clusters
  Score: Raw -312214.179806 + Penalty 2620.802388 = -309593.377418
  nChanged 6
		SP:Iteration 37Q (21549.540000 sec): 3 clusters
  Score: Raw -312216.776465 + Penalty 2620.802388 = -309595.974077
  nChanged 6
		SP:Iteration 38Q (21549.690000 sec): 3 clusters
  Score: Raw -312219.003603 + Penalty 2620.802388 = -309598.201215
  nChanged 0
		SP:Iteration 39F (21549.840000 sec): 3 clusters
  Score: Raw -312219.003603 + Penalty 2620.802388 = -309598.201215
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 93 (4582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21549.950000 sec): 2 clusters
  Score: Raw -370684.660280 + Penalty 1369.857265 = -369314.803015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21550.140000 sec): 3 clusters
  Score: Raw -368363.893145 + Penalty 2739.714530 = -365624.178615
  nChanged 1807
		SP:Iteration 1F (21550.310000 sec): 3 clusters
  Score: Raw -369617.324150 + Penalty 2739.714530 = -366877.609620
  nChanged 483
		SP:Iteration 2F (21550.440000 sec): 3 clusters
  Score: Raw -370069.484900 + Penalty 2739.714530 = -367329.770369
  nChanged 402
		SP:Iteration 3F (21550.600000 sec): 3 clusters
  Score: Raw -370437.652186 + Penalty 2739.714530 = -367697.937656
  nChanged 307
		SP:Iteration 4F (21550.800000 sec): 3 clusters
  Score: Raw -370722.279434 + Penalty 2739.714530 = -367982.564904
  nChanged 220
		SP:Iteration 5Q (21550.980000 sec): 3 clusters
  Score: Raw -370886.847546 + Penalty 2739.714530 = -368147.133015
  nChanged 145
		SP:Iteration 6Q (21551.120000 sec): 3 clusters
  Score: Raw -370984.915720 + Penalty 2739.714530 = -368245.201189
  nChanged 122
		SP:Iteration 7Q (21551.270000 sec): 3 clusters
  Score: Raw -371060.641671 + Penalty 2739.714530 = -368320.927140
  nChanged 106
		SP:Iteration 8Q (21551.420000 sec): 3 clusters
  Score: Raw -371120.715907 + Penalty 2739.714530 = -368381.001377
  nChanged 84
		SP:Iteration 9Q (21551.640000 sec): 3 clusters
  Score: Raw -371171.981077 + Penalty 2739.714530 = -368432.266547
  nChanged 91
		SP:Iteration 10Q (21551.770000 sec): 3 clusters
  Score: Raw -371227.680435 + Penalty 2739.714530 = -368487.965904
  nChanged 90
		SP:Iteration 11Q (21551.930000 sec): 3 clusters
  Score: Raw -371279.614662 + Penalty 2739.714530 = -368539.900131
  nChanged 74
		SP:Iteration 12Q (21552.150000 sec): 3 clusters
  Score: Raw -371319.501590 + Penalty 2739.714530 = -368579.787059
  nChanged 69
		SP:Iteration 13Q (21552.270000 sec): 3 clusters
  Score: Raw -371355.248784 + Penalty 2739.714530 = -368615.534253
  nChanged 56
		SP:Iteration 14Q (21552.410000 sec): 3 clusters
  Score: Raw -371383.832749 + Penalty 2739.714530 = -368644.118219
  nChanged 44
		SP:Iteration 15Q (21552.540000 sec): 3 clusters
  Score: Raw -371401.298588 + Penalty 2739.714530 = -368661.584057
  nChanged 39
		SP:Iteration 16Q (21552.690000 sec): 3 clusters
  Score: Raw -371416.959237 + Penalty 2739.714530 = -368677.244707
  nChanged 32
		SP:Iteration 17Q (21552.850000 sec): 3 clusters
  Score: Raw -371429.570985 + Penalty 2739.714530 = -368689.856455
  nChanged 32
		SP:Iteration 18Q (21552.980000 sec): 3 clusters
  Score: Raw -371442.207350 + Penalty 2739.714530 = -368702.492820
  nChanged 29
		SP:Iteration 19Q (21553.120000 sec): 3 clusters
  Score: Raw -371454.227271 + Penalty 2739.714530 = -368714.512740
  nChanged 23
		SP:Iteration 20F (21553.260000 sec): 3 clusters
  Score: Raw -371459.629002 + Penalty 2739.714530 = -368719.914472
  nChanged 13
		SP:Iteration 21Q (21553.380000 sec): 3 clusters
  Score: Raw -371464.454149 + Penalty 2739.714530 = -368724.739619
  nChanged 18
		SP:Iteration 22Q (21553.520000 sec): 3 clusters
  Score: Raw -371468.131874 + Penalty 2739.714530 = -368728.417344
  nChanged 16
		SP:Iteration 23Q (21553.660000 sec): 3 clusters
  Score: Raw -371470.933923 + Penalty 2739.714530 = -368731.219393
  nChanged 11
		SP:Iteration 24Q (21553.800000 sec): 3 clusters
  Score: Raw -371473.943969 + Penalty 2739.714530 = -368734.229439
  nChanged 11
		SP:Iteration 25Q (21553.940000 sec): 3 clusters
  Score: Raw -371476.503905 + Penalty 2739.714530 = -368736.789374
  nChanged 18
		SP:Iteration 26Q (21554.100000 sec): 3 clusters
  Score: Raw -371482.048097 + Penalty 2739.714530 = -368742.333567
  nChanged 14
		SP:Iteration 27Q (21554.240000 sec): 3 clusters
  Score: Raw -371485.314305 + Penalty 2739.714530 = -368745.599775
  nChanged 10
		SP:Iteration 28Q (21554.420000 sec): 3 clusters
  Score: Raw -371487.795804 + Penalty 2739.714530 = -368748.081274
  nChanged 9
		SP:Iteration 29Q (21554.620000 sec): 3 clusters
  Score: Raw -371490.714233 + Penalty 2739.714530 = -368750.999703
  nChanged 10
		SP:Iteration 30Q (21554.780000 sec): 3 clusters
  Score: Raw -371494.923120 + Penalty 2739.714530 = -368755.208589
  nChanged 11
		SP:Iteration 31Q (21554.910000 sec): 3 clusters
  Score: Raw -371498.731943 + Penalty 2739.714530 = -368759.017412
  nChanged 12
		SP:Iteration 32Q (21555.080000 sec): 3 clusters
  Score: Raw -371502.695525 + Penalty 2739.714530 = -368762.980995
  nChanged 14
		SP:Iteration 33Q (21555.230000 sec): 3 clusters
  Score: Raw -371506.236497 + Penalty 2739.714530 = -368766.521966
  nChanged 6
		SP:Iteration 34Q (21555.360000 sec): 3 clusters
  Score: Raw -371508.104211 + Penalty 2739.714530 = -368768.389680
  nChanged 5
		SP:Iteration 35Q (21555.530000 sec): 3 clusters
  Score: Raw -371509.052983 + Penalty 2739.714530 = -368769.338452
  nChanged 2
		SP:Iteration 36Q (21555.680000 sec): 3 clusters
  Score: Raw -371509.260742 + Penalty 2739.714530 = -368769.546212
  nChanged 1
		SP:Iteration 37Q (21555.820000 sec): 3 clusters
  Score: Raw -371509.304806 + Penalty 2739.714530 = -368769.590275
  nChanged 1
		SP:Iteration 38Q (21555.990000 sec): 3 clusters
  Score: Raw -371509.373510 + Penalty 2739.714530 = -368769.658980
  nChanged 1
		SP:Iteration 39Q (21556.160000 sec): 3 clusters
  Score: Raw -371509.672242 + Penalty 2739.714530 = -368769.957711
  nChanged 2
		SP:Iteration 40F (21556.330000 sec): 3 clusters
  Score: Raw -371509.934380 + Penalty 2739.714530 = -368770.219849
  nChanged 2
		SP:Iteration 41Q (21556.510000 sec): 3 clusters
  Score: Raw -371510.254739 + Penalty 2739.714530 = -368770.540208
  nChanged 2
		SP:Iteration 42Q (21556.650000 sec): 3 clusters
  Score: Raw -371510.689249 + Penalty 2739.714530 = -368770.974718
  nChanged 1
		SP:Iteration 43Q (21556.820000 sec): 3 clusters
  Score: Raw -371510.741925 + Penalty 2739.714530 = -368771.027394
  nChanged 0
		SP:Iteration 44F (21557.020000 sec): 3 clusters
  Score: Raw -371510.741925 + Penalty 2739.714530 = -368771.027394
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 94 (6385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21557.120000 sec): 2 clusters
  Score: Raw -534833.683744 + Penalty 1423.777350 = -533409.906394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21557.260000 sec): 3 clusters
  Score: Raw -531406.882235 + Penalty 2847.554700 = -528559.327536
  nChanged 2656
		SP:Iteration 1F (21557.440000 sec): 3 clusters
  Score: Raw -533081.969383 + Penalty 2847.554700 = -530234.414683
  nChanged 544
		SP:Iteration 2F (21557.600000 sec): 3 clusters
  Score: Raw -533529.889839 + Penalty 2847.554700 = -530682.335140
  nChanged 456
		SP:Iteration 3F (21557.800000 sec): 3 clusters
  Score: Raw -533918.035263 + Penalty 2847.554700 = -531070.480563
  nChanged 404
		SP:Iteration 4F (21558.000000 sec): 3 clusters
  Score: Raw -534192.076573 + Penalty 2847.554700 = -531344.521873
  nChanged 330
		SP:Iteration 5F (21558.160000 sec): 3 clusters
  Score: Raw -534419.283417 + Penalty 2847.554700 = -531571.728718
  nChanged 302
		SP:Iteration 6Q (21558.340000 sec): 3 clusters
  Score: Raw -534628.125103 + Penalty 2847.554700 = -531780.570403
  nChanged 244
		SP:Iteration 7Q (21558.540000 sec): 3 clusters
  Score: Raw -534773.094262 + Penalty 2847.554700 = -531925.539562
  nChanged 185
		SP:Iteration 8Q (21558.720000 sec): 3 clusters
  Score: Raw -534876.830246 + Penalty 2847.554700 = -532029.275546
  nChanged 157
		SP:Iteration 9Q (21558.890000 sec): 3 clusters
  Score: Raw -534973.683037 + Penalty 2847.554700 = -532126.128337
  nChanged 134
		SP:Iteration 10Q (21559.090000 sec): 3 clusters
  Score: Raw -535041.131939 + Penalty 2847.554700 = -532193.577240
  nChanged 121
		SP:Iteration 11Q (21559.260000 sec): 3 clusters
  Score: Raw -535097.912527 + Penalty 2847.554700 = -532250.357827
  nChanged 106
		SP:Iteration 12Q (21559.420000 sec): 3 clusters
  Score: Raw -535144.522094 + Penalty 2847.554700 = -532296.967394
  nChanged 86
		SP:Iteration 13Q (21559.630000 sec): 3 clusters
  Score: Raw -535175.713032 + Penalty 2847.554700 = -532328.158332
  nChanged 67
		SP:Iteration 14Q (21559.790000 sec): 3 clusters
  Score: Raw -535200.164184 + Penalty 2847.554700 = -532352.609484
  nChanged 62
		SP:Iteration 15Q (21559.960000 sec): 3 clusters
  Score: Raw -535219.774373 + Penalty 2847.554700 = -532372.219673
  nChanged 45
		SP:Iteration 16Q (21560.160000 sec): 3 clusters
  Score: Raw -535230.991959 + Penalty 2847.554700 = -532383.437259
  nChanged 32
		SP:Iteration 17Q (21560.290000 sec): 3 clusters
  Score: Raw -535238.976535 + Penalty 2847.554700 = -532391.421835
  nChanged 27
		SP:Iteration 18Q (21560.470000 sec): 3 clusters
  Score: Raw -535245.913256 + Penalty 2847.554700 = -532398.358557
  nChanged 28
		SP:Iteration 19Q (21560.640000 sec): 3 clusters
  Score: Raw -535254.728192 + Penalty 2847.554700 = -532407.173492
  nChanged 27
		SP:Iteration 20F (21560.830000 sec): 3 clusters
  Score: Raw -535262.379396 + Penalty 2847.554700 = -532414.824696
  nChanged 20
		SP:Iteration 21Q (21561.020000 sec): 3 clusters
  Score: Raw -535268.044410 + Penalty 2847.554700 = -532420.489710
  nChanged 22
		SP:Iteration 22Q (21561.140000 sec): 3 clusters
  Score: Raw -535274.197099 + Penalty 2847.554700 = -532426.642400
  nChanged 21
		SP:Iteration 23Q (21561.350000 sec): 3 clusters
  Score: Raw -535278.854730 + Penalty 2847.554700 = -532431.300030
  nChanged 18
		SP:Iteration 24Q (21561.540000 sec): 3 clusters
  Score: Raw -535285.401819 + Penalty 2847.554700 = -532437.847120
  nChanged 25
		SP:Iteration 25Q (21561.680000 sec): 3 clusters
  Score: Raw -535291.881704 + Penalty 2847.554700 = -532444.327004
  nChanged 15
		SP:Iteration 26Q (21561.860000 sec): 3 clusters
  Score: Raw -535296.277293 + Penalty 2847.554700 = -532448.722593
  nChanged 18
		SP:Iteration 27Q (21562.070000 sec): 3 clusters
  Score: Raw -535300.438438 + Penalty 2847.554700 = -532452.883738
  nChanged 10
		SP:Iteration 28Q (21562.270000 sec): 3 clusters
  Score: Raw -535302.917858 + Penalty 2847.554700 = -532455.363159
  nChanged 12
		SP:Iteration 29Q (21562.450000 sec): 3 clusters
  Score: Raw -535305.468888 + Penalty 2847.554700 = -532457.914189
  nChanged 4
		SP:Iteration 30Q (21562.610000 sec): 3 clusters
  Score: Raw -535306.023203 + Penalty 2847.554700 = -532458.468503
  nChanged 3
		SP:Iteration 31Q (21562.790000 sec): 3 clusters
  Score: Raw -535306.792493 + Penalty 2847.554700 = -532459.237794
  nChanged 3
		SP:Iteration 32Q (21563.040000 sec): 3 clusters
  Score: Raw -535307.084780 + Penalty 2847.554700 = -532459.530081
  nChanged 1
		SP:Iteration 33Q (21563.190000 sec): 3 clusters
  Score: Raw -535307.181538 + Penalty 2847.554700 = -532459.626838
  nChanged 0
		SP:Iteration 34F (21563.430000 sec): 3 clusters
  Score: Raw -535307.181538 + Penalty 2847.554700 = -532459.626838
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 95 (4149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21563.560000 sec): 2 clusters
  Score: Raw -313560.732513 + Penalty 1353.726176 = -312207.006338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21563.720000 sec): 3 clusters
  Score: Raw -311510.307505 + Penalty 2707.452352 = -308802.855154
  nChanged 1646
		SP:Iteration 1F (21563.910000 sec): 3 clusters
  Score: Raw -312493.797681 + Penalty 2707.452352 = -309786.345329
  nChanged 360
		SP:Iteration 2F (21564.050000 sec): 3 clusters
  Score: Raw -312783.767610 + Penalty 2707.452352 = -310076.315259
  nChanged 282
		SP:Iteration 3F (21564.180000 sec): 3 clusters
  Score: Raw -313012.934535 + Penalty 2707.452352 = -310305.482183
  nChanged 265
		SP:Iteration 4F (21564.320000 sec): 3 clusters
  Score: Raw -313231.245076 + Penalty 2707.452352 = -310523.792725
  nChanged 204
		SP:Iteration 5Q (21564.460000 sec): 3 clusters
  Score: Raw -313396.844253 + Penalty 2707.452352 = -310689.391901
  nChanged 175
		SP:Iteration 6Q (21564.590000 sec): 3 clusters
  Score: Raw -313534.406371 + Penalty 2707.452352 = -310826.954020
  nChanged 148
		SP:Iteration 7Q (21564.760000 sec): 3 clusters
  Score: Raw -313628.561552 + Penalty 2707.452352 = -310921.109201
  nChanged 118
		SP:Iteration 8Q (21564.910000 sec): 3 clusters
  Score: Raw -313695.452447 + Penalty 2707.452352 = -310988.000095
  nChanged 87
		SP:Iteration 9Q (21565.070000 sec): 3 clusters
  Score: Raw -313737.532765 + Penalty 2707.452352 = -311030.080414
  nChanged 64
		SP:Iteration 10Q (21565.200000 sec): 3 clusters
  Score: Raw -313764.828297 + Penalty 2707.452352 = -311057.375946
  nChanged 56
		SP:Iteration 11Q (21565.350000 sec): 3 clusters
  Score: Raw -313788.185451 + Penalty 2707.452352 = -311080.733099
  nChanged 46
		SP:Iteration 12Q (21565.490000 sec): 3 clusters
  Score: Raw -313803.095440 + Penalty 2707.452352 = -311095.643088
  nChanged 31
		SP:Iteration 13Q (21565.660000 sec): 3 clusters
  Score: Raw -313814.458656 + Penalty 2707.452352 = -311107.006305
  nChanged 22
		SP:Iteration 14Q (21565.850000 sec): 3 clusters
  Score: Raw -313823.098612 + Penalty 2707.452352 = -311115.646261
  nChanged 15
		SP:Iteration 15Q (21565.990000 sec): 3 clusters
  Score: Raw -313827.764321 + Penalty 2707.452352 = -311120.311969
  nChanged 19
		SP:Iteration 16Q (21566.130000 sec): 3 clusters
  Score: Raw -313833.406133 + Penalty 2707.452352 = -311125.953782
  nChanged 16
		SP:Iteration 17Q (21566.270000 sec): 3 clusters
  Score: Raw -313838.111547 + Penalty 2707.452352 = -311130.659196
  nChanged 10
		SP:Iteration 18Q (21566.410000 sec): 3 clusters
  Score: Raw -313840.285476 + Penalty 2707.452352 = -311132.833124
  nChanged 10
		SP:Iteration 19Q (21566.570000 sec): 3 clusters
  Score: Raw -313844.292496 + Penalty 2707.452352 = -311136.840144
  nChanged 14
		SP:Iteration 20F (21566.740000 sec): 3 clusters
  Score: Raw -313848.863758 + Penalty 2707.452352 = -311141.411407
  nChanged 11
		SP:Iteration 21Q (21566.950000 sec): 3 clusters
  Score: Raw -313851.670944 + Penalty 2707.452352 = -311144.218593
  nChanged 10
		SP:Iteration 22Q (21567.070000 sec): 3 clusters
  Score: Raw -313853.334654 + Penalty 2707.452352 = -311145.882303
  nChanged 6
		SP:Iteration 23Q (21567.310000 sec): 3 clusters
  Score: Raw -313855.760724 + Penalty 2707.452352 = -311148.308373
  nChanged 9
		SP:Iteration 24Q (21567.420000 sec): 3 clusters
  Score: Raw -313858.458530 + Penalty 2707.452352 = -311151.006179
  nChanged 12
		SP:Iteration 25Q (21567.550000 sec): 3 clusters
  Score: Raw -313860.789525 + Penalty 2707.452352 = -311153.337174
  nChanged 8
		SP:Iteration 26Q (21567.680000 sec): 3 clusters
  Score: Raw -313863.160203 + Penalty 2707.452352 = -311155.707852
  nChanged 12
		SP:Iteration 27Q (21567.830000 sec): 3 clusters
  Score: Raw -313866.475370 + Penalty 2707.452352 = -311159.023018
  nChanged 6
		SP:Iteration 28Q (21567.970000 sec): 3 clusters
  Score: Raw -313867.833855 + Penalty 2707.452352 = -311160.381503
  nChanged 6
		SP:Iteration 29Q (21568.140000 sec): 3 clusters
  Score: Raw -313869.471135 + Penalty 2707.452352 = -311162.018784
  nChanged 10
		SP:Iteration 30Q (21568.270000 sec): 3 clusters
  Score: Raw -313871.612184 + Penalty 2707.452352 = -311164.159832
  nChanged 9
		SP:Iteration 31Q (21568.410000 sec): 3 clusters
  Score: Raw -313873.787080 + Penalty 2707.452352 = -311166.334729
  nChanged 6
		SP:Iteration 32Q (21568.580000 sec): 3 clusters
  Score: Raw -313875.340702 + Penalty 2707.452352 = -311167.888351
  nChanged 6
		SP:Iteration 33Q (21568.740000 sec): 3 clusters
  Score: Raw -313877.069507 + Penalty 2707.452352 = -311169.617155
  nChanged 5
		SP:Iteration 34Q (21568.910000 sec): 3 clusters
  Score: Raw -313879.200125 + Penalty 2707.452352 = -311171.747774
  nChanged 6
		SP:Iteration 35Q (21569.070000 sec): 3 clusters
  Score: Raw -313882.060909 + Penalty 2707.452352 = -311174.608558
  nChanged 8
		SP:Iteration 36Q (21569.260000 sec): 3 clusters
  Score: Raw -313884.504764 + Penalty 2707.452352 = -311177.052412
  nChanged 9
		SP:Iteration 37Q (21569.430000 sec): 3 clusters
  Score: Raw -313887.259255 + Penalty 2707.452352 = -311179.806904
  nChanged 10
		SP:Iteration 38Q (21569.550000 sec): 3 clusters
  Score: Raw -313889.520537 + Penalty 2707.452352 = -311182.068186
  nChanged 2
		SP:Iteration 39Q (21569.690000 sec): 3 clusters
  Score: Raw -313890.061869 + Penalty 2707.452352 = -311182.609517
  nChanged 5
		SP:Iteration 40F (21569.820000 sec): 3 clusters
  Score: Raw -313891.384630 + Penalty 2707.452352 = -311183.932279
  nChanged 3
		SP:Iteration 41Q (21569.950000 sec): 3 clusters
  Score: Raw -313892.037214 + Penalty 2707.452352 = -311184.584863
  nChanged 1
		SP:Iteration 42Q (21570.090000 sec): 3 clusters
  Score: Raw -313892.404998 + Penalty 2707.452352 = -311184.952646
  nChanged 0
		SP:Iteration 43F (21570.260000 sec): 3 clusters
  Score: Raw -313892.404998 + Penalty 2707.452352 = -311184.952646
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 96 (3392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21570.310000 sec): 2 clusters
  Score: Raw -202630.337131 + Penalty 1320.990937 = -201309.346194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21570.480000 sec): 3 clusters
  Score: Raw -201071.853596 + Penalty 2641.981874 = -198429.871722
  nChanged 1324
		SP:Iteration 1F (21570.610000 sec): 3 clusters
  Score: Raw -202130.481760 + Penalty 2641.981874 = -199488.499886
  nChanged 341
		SP:Iteration 2F (21570.770000 sec): 3 clusters
  Score: Raw -202512.679258 + Penalty 2641.981874 = -199870.697384
  nChanged 263
		SP:Iteration 3F (21570.900000 sec): 3 clusters
  Score: Raw -202824.535174 + Penalty 2641.981874 = -200182.553300
  nChanged 198
		SP:Iteration 4F (21571.050000 sec): 3 clusters
  Score: Raw -203012.923520 + Penalty 2641.981874 = -200370.941646
  nChanged 127
		SP:Iteration 5Q (21571.210000 sec): 3 clusters
  Score: Raw -203126.140419 + Penalty 2641.981874 = -200484.158545
  nChanged 109
		SP:Iteration 6Q (21571.350000 sec): 3 clusters
  Score: Raw -203202.152363 + Penalty 2641.981874 = -200560.170489
  nChanged 72
		SP:Iteration 7Q (21571.470000 sec): 3 clusters
  Score: Raw -203245.924769 + Penalty 2641.981874 = -200603.942895
  nChanged 45
		SP:Iteration 8Q (21571.630000 sec): 3 clusters
  Score: Raw -203272.689608 + Penalty 2641.981874 = -200630.707734
  nChanged 39
		SP:Iteration 9Q (21571.780000 sec): 3 clusters
  Score: Raw -203288.829475 + Penalty 2641.981874 = -200646.847601
  nChanged 30
		SP:Iteration 10Q (21571.960000 sec): 3 clusters
  Score: Raw -203306.754680 + Penalty 2641.981874 = -200664.772806
  nChanged 31
		SP:Iteration 11Q (21572.100000 sec): 3 clusters
  Score: Raw -203324.357029 + Penalty 2641.981874 = -200682.375155
  nChanged 36
		SP:Iteration 12Q (21572.230000 sec): 3 clusters
  Score: Raw -203349.480765 + Penalty 2641.981874 = -200707.498891
  nChanged 43
		SP:Iteration 13Q (21572.370000 sec): 3 clusters
  Score: Raw -203373.704421 + Penalty 2641.981874 = -200731.722547
  nChanged 37
		SP:Iteration 14Q (21572.500000 sec): 3 clusters
  Score: Raw -203391.809311 + Penalty 2641.981874 = -200749.827437
  nChanged 31
		SP:Iteration 15Q (21572.650000 sec): 3 clusters
  Score: Raw -203406.713518 + Penalty 2641.981874 = -200764.731644
  nChanged 17
		SP:Iteration 16Q (21572.790000 sec): 3 clusters
  Score: Raw -203412.619927 + Penalty 2641.981874 = -200770.638053
  nChanged 18
		SP:Iteration 17Q (21572.900000 sec): 3 clusters
  Score: Raw -203417.976984 + Penalty 2641.981874 = -200775.995110
  nChanged 8
		SP:Iteration 18Q (21573.020000 sec): 3 clusters
  Score: Raw -203420.638516 + Penalty 2641.981874 = -200778.656642
  nChanged 11
		SP:Iteration 19Q (21573.200000 sec): 3 clusters
  Score: Raw -203424.959452 + Penalty 2641.981874 = -200782.977578
  nChanged 11
		SP:Iteration 20F (21573.310000 sec): 3 clusters
  Score: Raw -203431.500728 + Penalty 2641.981874 = -200789.518854
  nChanged 14
		SP:Iteration 21Q (21573.440000 sec): 3 clusters
  Score: Raw -203437.259192 + Penalty 2641.981874 = -200795.277318
  nChanged 13
		SP:Iteration 22Q (21573.580000 sec): 3 clusters
  Score: Raw -203443.740879 + Penalty 2641.981874 = -200801.759005
  nChanged 9
		SP:Iteration 23Q (21573.750000 sec): 3 clusters
  Score: Raw -203446.665248 + Penalty 2641.981874 = -200804.683374
  nChanged 7
		SP:Iteration 24Q (21573.860000 sec): 3 clusters
  Score: Raw -203448.622050 + Penalty 2641.981874 = -200806.640176
  nChanged 4
		SP:Iteration 25Q (21573.970000 sec): 3 clusters
  Score: Raw -203449.725787 + Penalty 2641.981874 = -200807.743913
  nChanged 4
		SP:Iteration 26Q (21574.080000 sec): 3 clusters
  Score: Raw -203450.741884 + Penalty 2641.981874 = -200808.760010
  nChanged 2
		SP:Iteration 27Q (21574.200000 sec): 3 clusters
  Score: Raw -203451.253957 + Penalty 2641.981874 = -200809.272083
  nChanged 2
		SP:Iteration 28Q (21574.320000 sec): 3 clusters
  Score: Raw -203452.319775 + Penalty 2641.981874 = -200810.337901
  nChanged 1
		SP:Iteration 29Q (21574.440000 sec): 3 clusters
  Score: Raw -203453.351811 + Penalty 2641.981874 = -200811.369937
  nChanged 3
		SP:Iteration 30Q (21574.570000 sec): 3 clusters
  Score: Raw -203455.256209 + Penalty 2641.981874 = -200813.274335
  nChanged 1
		SP:Iteration 31Q (21574.700000 sec): 3 clusters
  Score: Raw -203455.543788 + Penalty 2641.981874 = -200813.561914
  nChanged 2
		SP:Iteration 32Q (21574.800000 sec): 3 clusters
  Score: Raw -203455.979506 + Penalty 2641.981874 = -200813.997632
  nChanged 0
		SP:Iteration 33F (21574.910000 sec): 3 clusters
  Score: Raw -203455.979506 + Penalty 2641.981874 = -200813.997632
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 97 (3297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21575.000000 sec): 2 clusters
  Score: Raw -291244.793998 + Penalty 1316.374839 = -289928.419158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21575.150000 sec): 3 clusters
  Score: Raw -289689.469851 + Penalty 2632.749679 = -287056.720172
  nChanged 1264
		SP:Iteration 1F (21575.280000 sec): 3 clusters
  Score: Raw -290481.332320 + Penalty 2632.749679 = -287848.582641
  nChanged 274
		SP:Iteration 2F (21575.400000 sec): 3 clusters
  Score: Raw -290688.572809 + Penalty 2632.749679 = -288055.823130
  nChanged 206
		SP:Iteration 3F (21575.520000 sec): 3 clusters
  Score: Raw -290865.358727 + Penalty 2632.749679 = -288232.609048
  nChanged 185
		SP:Iteration 4F (21575.650000 sec): 3 clusters
  Score: Raw -291005.021348 + Penalty 2632.749679 = -288372.271669
  nChanged 152
		SP:Iteration 5Q (21575.770000 sec): 3 clusters
  Score: Raw -291117.253105 + Penalty 2632.749679 = -288484.503426
  nChanged 133
		SP:Iteration 6Q (21575.900000 sec): 3 clusters
  Score: Raw -291218.022191 + Penalty 2632.749679 = -288585.272512
  nChanged 129
		SP:Iteration 7Q (21576.020000 sec): 3 clusters
  Score: Raw -291310.028688 + Penalty 2632.749679 = -288677.279009
  nChanged 99
		SP:Iteration 8Q (21576.150000 sec): 3 clusters
  Score: Raw -291362.612743 + Penalty 2632.749679 = -288729.863064
  nChanged 65
		SP:Iteration 9Q (21576.280000 sec): 3 clusters
  Score: Raw -291395.037071 + Penalty 2632.749679 = -288762.287392
  nChanged 51
		SP:Iteration 10Q (21576.410000 sec): 3 clusters
  Score: Raw -291416.432208 + Penalty 2632.749679 = -288783.682529
  nChanged 44
		SP:Iteration 11Q (21576.540000 sec): 3 clusters
  Score: Raw -291434.885723 + Penalty 2632.749679 = -288802.136044
  nChanged 45
		SP:Iteration 12Q (21576.660000 sec): 3 clusters
  Score: Raw -291452.755615 + Penalty 2632.749679 = -288820.005936
  nChanged 30
		SP:Iteration 13Q (21576.790000 sec): 3 clusters
  Score: Raw -291464.354258 + Penalty 2632.749679 = -288831.604579
  nChanged 24
		SP:Iteration 14Q (21576.920000 sec): 3 clusters
  Score: Raw -291476.888215 + Penalty 2632.749679 = -288844.138536
  nChanged 35
		SP:Iteration 15Q (21577.060000 sec): 3 clusters
  Score: Raw -291499.598422 + Penalty 2632.749679 = -288866.848743
  nChanged 45
		SP:Iteration 16Q (21577.220000 sec): 3 clusters
  Score: Raw -291520.353376 + Penalty 2632.749679 = -288887.603697
  nChanged 42
		SP:Iteration 17Q (21577.340000 sec): 3 clusters
  Score: Raw -291542.729698 + Penalty 2632.749679 = -288909.980019
  nChanged 42
		SP:Iteration 18Q (21577.460000 sec): 3 clusters
  Score: Raw -291565.997539 + Penalty 2632.749679 = -288933.247860
  nChanged 44
		SP:Iteration 19Q (21577.590000 sec): 3 clusters
  Score: Raw -291585.476024 + Penalty 2632.749679 = -288952.726345
  nChanged 45
		SP:Iteration 20F (21577.720000 sec): 3 clusters
  Score: Raw -291608.728378 + Penalty 2632.749679 = -288975.978699
  nChanged 50
		SP:Iteration 21Q (21577.860000 sec): 3 clusters
  Score: Raw -291632.370110 + Penalty 2632.749679 = -288999.620431
  nChanged 54
		SP:Iteration 22Q (21578.010000 sec): 3 clusters
  Score: Raw -291662.759083 + Penalty 2632.749679 = -289030.009404
  nChanged 58
		SP:Iteration 23Q (21578.190000 sec): 3 clusters
  Score: Raw -291691.980767 + Penalty 2632.749679 = -289059.231088
  nChanged 57
		SP:Iteration 24Q (21578.370000 sec): 3 clusters
  Score: Raw -291722.759709 + Penalty 2632.749679 = -289090.010030
  nChanged 62
		SP:Iteration 25Q (21578.520000 sec): 3 clusters
  Score: Raw -291764.304985 + Penalty 2632.749679 = -289131.555306
  nChanged 60
		SP:Iteration 26Q (21578.680000 sec): 3 clusters
  Score: Raw -291800.525334 + Penalty 2632.749679 = -289167.775655
  nChanged 53
		SP:Iteration 27Q (21578.810000 sec): 3 clusters
  Score: Raw -291836.396362 + Penalty 2632.749679 = -289203.646683
  nChanged 50
		SP:Iteration 28Q (21578.970000 sec): 3 clusters
  Score: Raw -291865.107889 + Penalty 2632.749679 = -289232.358210
  nChanged 37
		SP:Iteration 29Q (21579.120000 sec): 3 clusters
  Score: Raw -291887.501825 + Penalty 2632.749679 = -289254.752146
  nChanged 31
		SP:Iteration 30Q (21579.210000 sec): 3 clusters
  Score: Raw -291901.895428 + Penalty 2632.749679 = -289269.145749
  nChanged 22
		SP:Iteration 31Q (21579.380000 sec): 3 clusters
  Score: Raw -291914.294007 + Penalty 2632.749679 = -289281.544328
  nChanged 17
		SP:Iteration 32Q (21579.540000 sec): 3 clusters
  Score: Raw -291925.391737 + Penalty 2632.749679 = -289292.642058
  nChanged 14
		SP:Iteration 33Q (21579.660000 sec): 3 clusters
  Score: Raw -291930.985737 + Penalty 2632.749679 = -289298.236058
  nChanged 8
		SP:Iteration 34Q (21579.790000 sec): 3 clusters
  Score: Raw -291933.495418 + Penalty 2632.749679 = -289300.745739
  nChanged 2
		SP:Iteration 35Q (21579.900000 sec): 3 clusters
  Score: Raw -291934.863531 + Penalty 2632.749679 = -289302.113852
  nChanged 6
		SP:Iteration 36Q (21580.020000 sec): 3 clusters
  Score: Raw -291937.573248 + Penalty 2632.749679 = -289304.823569
  nChanged 11
		SP:Iteration 37Q (21580.130000 sec): 3 clusters
  Score: Raw -291941.188889 + Penalty 2632.749679 = -289308.439210
  nChanged 6
		SP:Iteration 38Q (21580.240000 sec): 3 clusters
  Score: Raw -291942.943493 + Penalty 2632.749679 = -289310.193814
  nChanged 5
		SP:Iteration 39Q (21580.350000 sec): 3 clusters
  Score: Raw -291944.539473 + Penalty 2632.749679 = -289311.789794
  nChanged 2
		SP:Iteration 40F (21580.460000 sec): 3 clusters
  Score: Raw -291945.742155 + Penalty 2632.749679 = -289312.992476
  nChanged 3
		SP:Iteration 41Q (21580.580000 sec): 3 clusters
  Score: Raw -291947.485674 + Penalty 2632.749679 = -289314.735995
  nChanged 1
		SP:Iteration 42Q (21580.690000 sec): 3 clusters
  Score: Raw -291947.919611 + Penalty 2632.749679 = -289315.169932
  nChanged 2
		SP:Iteration 43Q (21580.800000 sec): 3 clusters
  Score: Raw -291948.687554 + Penalty 2632.749679 = -289315.937875
  nChanged 5
		SP:Iteration 44Q (21580.910000 sec): 3 clusters
  Score: Raw -291950.352239 + Penalty 2632.749679 = -289317.602560
  nChanged 4
		SP:Iteration 45Q (21581.020000 sec): 3 clusters
  Score: Raw -291952.938667 + Penalty 2632.749679 = -289320.188988
  nChanged 9
		SP:Iteration 46Q (21581.140000 sec): 3 clusters
  Score: Raw -291956.224160 + Penalty 2632.749679 = -289323.474481
  nChanged 8
		SP:Iteration 47Q (21581.250000 sec): 3 clusters
  Score: Raw -291958.739775 + Penalty 2632.749679 = -289325.990096
  nChanged 8
		SP:Iteration 48Q (21581.360000 sec): 3 clusters
  Score: Raw -291961.114040 + Penalty 2632.749679 = -289328.364361
  nChanged 4
		SP:Iteration 49Q (21581.480000 sec): 3 clusters
  Score: Raw -291962.188221 + Penalty 2632.749679 = -289329.438542
  nChanged 4
		SP:Iteration 50Q (21581.610000 sec): 3 clusters
  Score: Raw -291963.031937 + Penalty 2632.749679 = -289330.282258
  nChanged 3
		SP:Iteration 51Q (21581.740000 sec): 3 clusters
  Score: Raw -291963.862443 + Penalty 2632.749679 = -289331.112764
  nChanged 5
		SP:Iteration 52Q (21581.870000 sec): 3 clusters
  Score: Raw -291966.066693 + Penalty 2632.749679 = -289333.317014
  nChanged 5
		SP:Iteration 53Q (21582.000000 sec): 3 clusters
  Score: Raw -291967.157511 + Penalty 2632.749679 = -289334.407832
  nChanged 3
		SP:Iteration 54Q (21582.120000 sec): 3 clusters
  Score: Raw -291967.928462 + Penalty 2632.749679 = -289335.178783
  nChanged 0
		SP:Iteration 55F (21582.250000 sec): 3 clusters
  Score: Raw -291967.928462 + Penalty 2632.749679 = -289335.178783
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 98 (1957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21582.310000 sec): 2 clusters
  Score: Raw -171107.215929 + Penalty 1231.614795 = -169875.601134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21582.440000 sec): 3 clusters
  Score: Raw -170285.741969 + Penalty 2463.229589 = -167822.512379
  nChanged 678
		SP:Iteration 1F (21582.560000 sec): 3 clusters
  Score: Raw -170756.841768 + Penalty 2463.229589 = -168293.612179
  nChanged 156
		SP:Iteration 2F (21582.690000 sec): 3 clusters
  Score: Raw -170869.780263 + Penalty 2463.229589 = -168406.550673
  nChanged 80
		SP:Iteration 3Q (21582.820000 sec): 3 clusters
  Score: Raw -170927.833686 + Penalty 2463.229589 = -168464.604096
  nChanged 64
		SP:Iteration 4Q (21582.950000 sec): 3 clusters
  Score: Raw -170971.771068 + Penalty 2463.229589 = -168508.541478
  nChanged 66
		SP:Iteration 5Q (21583.080000 sec): 3 clusters
  Score: Raw -171013.469679 + Penalty 2463.229589 = -168550.240090
  nChanged 44
		SP:Iteration 6Q (21583.240000 sec): 3 clusters
  Score: Raw -171042.257219 + Penalty 2463.229589 = -168579.027630
  nChanged 28
		SP:Iteration 7Q (21583.360000 sec): 3 clusters
  Score: Raw -171059.374122 + Penalty 2463.229589 = -168596.144533
  nChanged 32
		SP:Iteration 8Q (21583.480000 sec): 3 clusters
  Score: Raw -171079.206458 + Penalty 2463.229589 = -168615.976868
  nChanged 33
		SP:Iteration 9Q (21583.600000 sec): 3 clusters
  Score: Raw -171101.124024 + Penalty 2463.229589 = -168637.894434
  nChanged 28
		SP:Iteration 10Q (21583.720000 sec): 3 clusters
  Score: Raw -171118.035044 + Penalty 2463.229589 = -168654.805455
  nChanged 25
		SP:Iteration 11Q (21583.850000 sec): 3 clusters
  Score: Raw -171131.626850 + Penalty 2463.229589 = -168668.397260
  nChanged 21
		SP:Iteration 12Q (21583.970000 sec): 3 clusters
  Score: Raw -171143.415249 + Penalty 2463.229589 = -168680.185660
  nChanged 15
		SP:Iteration 13Q (21584.090000 sec): 3 clusters
  Score: Raw -171150.189307 + Penalty 2463.229589 = -168686.959717
  nChanged 19
		SP:Iteration 14Q (21584.230000 sec): 3 clusters
  Score: Raw -171158.378934 + Penalty 2463.229589 = -168695.149345
  nChanged 16
		SP:Iteration 15Q (21584.410000 sec): 3 clusters
  Score: Raw -171166.343935 + Penalty 2463.229589 = -168703.114346
  nChanged 15
		SP:Iteration 16Q (21584.520000 sec): 3 clusters
  Score: Raw -171171.317138 + Penalty 2463.229589 = -168708.087548
  nChanged 12
		SP:Iteration 17Q (21584.650000 sec): 3 clusters
  Score: Raw -171174.956302 + Penalty 2463.229589 = -168711.726712
  nChanged 11
		SP:Iteration 18Q (21584.780000 sec): 3 clusters
  Score: Raw -171181.587527 + Penalty 2463.229589 = -168718.357938
  nChanged 15
		SP:Iteration 19Q (21584.910000 sec): 3 clusters
  Score: Raw -171187.890488 + Penalty 2463.229589 = -168724.660899
  nChanged 13
		SP:Iteration 20F (21585.040000 sec): 3 clusters
  Score: Raw -171194.807669 + Penalty 2463.229589 = -168731.578080
  nChanged 17
		SP:Iteration 21Q (21585.130000 sec): 3 clusters
  Score: Raw -171204.544495 + Penalty 2463.229589 = -168741.314905
  nChanged 20
		SP:Iteration 22Q (21585.270000 sec): 3 clusters
  Score: Raw -171219.442438 + Penalty 2463.229589 = -168756.212849
  nChanged 18
		SP:Iteration 23Q (21585.410000 sec): 3 clusters
  Score: Raw -171232.455272 + Penalty 2463.229589 = -168769.225683
  nChanged 17
		SP:Iteration 24Q (21585.550000 sec): 3 clusters
  Score: Raw -171241.390148 + Penalty 2463.229589 = -168778.160558
  nChanged 14
		SP:Iteration 25Q (21585.690000 sec): 3 clusters
  Score: Raw -171253.317476 + Penalty 2463.229589 = -168790.087886
  nChanged 14
		SP:Iteration 26Q (21585.830000 sec): 3 clusters
  Score: Raw -171263.063932 + Penalty 2463.229589 = -168799.834342
  nChanged 12
		SP:Iteration 27Q (21585.980000 sec): 3 clusters
  Score: Raw -171273.386783 + Penalty 2463.229589 = -168810.157194
  nChanged 6
		SP:Iteration 28Q (21586.130000 sec): 3 clusters
  Score: Raw -171276.336346 + Penalty 2463.229589 = -168813.106756
  nChanged 6
		SP:Iteration 29Q (21586.280000 sec): 3 clusters
  Score: Raw -171278.878561 + Penalty 2463.229589 = -168815.648972
  nChanged 2
		SP:Iteration 30Q (21586.430000 sec): 3 clusters
  Score: Raw -171280.200157 + Penalty 2463.229589 = -168816.970567
  nChanged 4
		SP:Iteration 31Q (21586.560000 sec): 3 clusters
  Score: Raw -171281.743054 + Penalty 2463.229589 = -168818.513465
  nChanged 1
		SP:Iteration 32Q (21586.720000 sec): 3 clusters
  Score: Raw -171281.947005 + Penalty 2463.229589 = -168818.717416
  nChanged 0
		SP:Iteration 33F (21586.860000 sec): 3 clusters
  Score: Raw -171281.947005 + Penalty 2463.229589 = -168818.717416
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 99 (6376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21586.990000 sec): 2 clusters
  Score: Raw -555377.775697 + Penalty 1423.548136 = -553954.227562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21587.180000 sec): 3 clusters
  Score: Raw -551950.999913 + Penalty 2847.096272 = -549103.903641
  nChanged 2642
		SP:Iteration 1F (21587.440000 sec): 3 clusters
  Score: Raw -553402.218264 + Penalty 2847.096272 = -550555.121993
  nChanged 450
		SP:Iteration 2F (21587.580000 sec): 3 clusters
  Score: Raw -553681.014801 + Penalty 2847.096272 = -550833.918529
  nChanged 403
		SP:Iteration 3F (21587.760000 sec): 3 clusters
  Score: Raw -553930.101658 + Penalty 2847.096272 = -551083.005386
  nChanged 370
		SP:Iteration 4F (21587.950000 sec): 3 clusters
  Score: Raw -554155.578010 + Penalty 2847.096272 = -551308.481738
  nChanged 321
		SP:Iteration 5F (21588.150000 sec): 3 clusters
  Score: Raw -554333.787228 + Penalty 2847.096272 = -551486.690956
  nChanged 273
		SP:Iteration 6Q (21588.340000 sec): 3 clusters
  Score: Raw -554482.556478 + Penalty 2847.096272 = -551635.460206
  nChanged 244
		SP:Iteration 7Q (21588.550000 sec): 3 clusters
  Score: Raw -554627.285638 + Penalty 2847.096272 = -551780.189367
  nChanged 219
		SP:Iteration 8Q (21588.660000 sec): 3 clusters
  Score: Raw -554763.125494 + Penalty 2847.096272 = -551916.029223
  nChanged 218
		SP:Iteration 9Q (21588.820000 sec): 3 clusters
  Score: Raw -554895.956707 + Penalty 2847.096272 = -552048.860436
  nChanged 221
		SP:Iteration 10Q (21588.990000 sec): 3 clusters
  Score: Raw -555052.192788 + Penalty 2847.096272 = -552205.096516
  nChanged 231
		SP:Iteration 11Q (21589.140000 sec): 3 clusters
  Score: Raw -555205.689531 + Penalty 2847.096272 = -552358.593260
  nChanged 185
		SP:Iteration 12Q (21589.320000 sec): 3 clusters
  Score: Raw -555311.060264 + Penalty 2847.096272 = -552463.963992
  nChanged 174
		SP:Iteration 13Q (21589.510000 sec): 3 clusters
  Score: Raw -555384.730690 + Penalty 2847.096272 = -552537.634418
  nChanged 131
		SP:Iteration 14Q (21589.690000 sec): 3 clusters
  Score: Raw -555438.571187 + Penalty 2847.096272 = -552591.474915
  nChanged 97
		SP:Iteration 15Q (21589.850000 sec): 3 clusters
  Score: Raw -555475.410605 + Penalty 2847.096272 = -552628.314334
  nChanged 82
		SP:Iteration 16Q (21590.020000 sec): 3 clusters
  Score: Raw -555505.474078 + Penalty 2847.096272 = -552658.377806
  nChanged 76
		SP:Iteration 17Q (21590.210000 sec): 3 clusters
  Score: Raw -555531.417926 + Penalty 2847.096272 = -552684.321654
  nChanged 65
		SP:Iteration 18Q (21590.430000 sec): 3 clusters
  Score: Raw -555552.671244 + Penalty 2847.096272 = -552705.574972
  nChanged 55
		SP:Iteration 19Q (21590.610000 sec): 3 clusters
  Score: Raw -555571.132958 + Penalty 2847.096272 = -552724.036686
  nChanged 54
		SP:Iteration 20F (21590.800000 sec): 3 clusters
  Score: Raw -555587.884604 + Penalty 2847.096272 = -552740.788332
  nChanged 49
		SP:Iteration 21Q (21590.980000 sec): 3 clusters
  Score: Raw -555601.759871 + Penalty 2847.096272 = -552754.663599
  nChanged 45
		SP:Iteration 22Q (21591.160000 sec): 3 clusters
  Score: Raw -555617.756405 + Penalty 2847.096272 = -552770.660133
  nChanged 50
		SP:Iteration 23Q (21591.350000 sec): 3 clusters
  Score: Raw -555635.691609 + Penalty 2847.096272 = -552788.595337
  nChanged 60
		SP:Iteration 24Q (21591.530000 sec): 3 clusters
  Score: Raw -555652.535236 + Penalty 2847.096272 = -552805.438964
  nChanged 50
		SP:Iteration 25Q (21591.710000 sec): 3 clusters
  Score: Raw -555667.643153 + Penalty 2847.096272 = -552820.546881
  nChanged 50
		SP:Iteration 26Q (21591.920000 sec): 3 clusters
  Score: Raw -555682.484573 + Penalty 2847.096272 = -552835.388302
  nChanged 47
		SP:Iteration 27Q (21592.110000 sec): 3 clusters
  Score: Raw -555693.762122 + Penalty 2847.096272 = -552846.665851
  nChanged 30
		SP:Iteration 28Q (21592.320000 sec): 3 clusters
  Score: Raw -555700.911373 + Penalty 2847.096272 = -552853.815101
  nChanged 33
		SP:Iteration 29Q (21592.490000 sec): 3 clusters
  Score: Raw -555707.671698 + Penalty 2847.096272 = -552860.575426
  nChanged 32
		SP:Iteration 30Q (21592.670000 sec): 3 clusters
  Score: Raw -555713.667812 + Penalty 2847.096272 = -552866.571540
  nChanged 26
		SP:Iteration 31Q (21592.840000 sec): 3 clusters
  Score: Raw -555719.109248 + Penalty 2847.096272 = -552872.012977
  nChanged 29
		SP:Iteration 32Q (21593.030000 sec): 3 clusters
  Score: Raw -555725.241299 + Penalty 2847.096272 = -552878.145027
  nChanged 35
		SP:Iteration 33Q (21593.200000 sec): 3 clusters
  Score: Raw -555733.598581 + Penalty 2847.096272 = -552886.502309
  nChanged 38
		SP:Iteration 34Q (21593.350000 sec): 3 clusters
  Score: Raw -555741.249270 + Penalty 2847.096272 = -552894.152998
  nChanged 28
		SP:Iteration 35Q (21593.560000 sec): 3 clusters
  Score: Raw -555747.434837 + Penalty 2847.096272 = -552900.338565
  nChanged 22
		SP:Iteration 36Q (21593.700000 sec): 3 clusters
  Score: Raw -555751.511418 + Penalty 2847.096272 = -552904.415146
  nChanged 15
		SP:Iteration 37Q (21593.940000 sec): 3 clusters
  Score: Raw -555754.531954 + Penalty 2847.096272 = -552907.435683
  nChanged 18
		SP:Iteration 38Q (21594.080000 sec): 3 clusters
  Score: Raw -555759.017039 + Penalty 2847.096272 = -552911.920767
  nChanged 23
		SP:Iteration 39Q (21594.260000 sec): 3 clusters
  Score: Raw -555765.742943 + Penalty 2847.096272 = -552918.646671
  nChanged 32
		SP:Iteration 40F (21594.500000 sec): 3 clusters
  Score: Raw -555773.906467 + Penalty 2847.096272 = -552926.810195
  nChanged 33
		SP:Iteration 41Q (21594.640000 sec): 3 clusters
  Score: Raw -555783.987682 + Penalty 2847.096272 = -552936.891410
  nChanged 31
		SP:Iteration 42Q (21594.840000 sec): 3 clusters
  Score: Raw -555793.097064 + Penalty 2847.096272 = -552946.000792
  nChanged 43
		SP:Iteration 43Q (21595.040000 sec): 3 clusters
  Score: Raw -555805.609811 + Penalty 2847.096272 = -552958.513540
  nChanged 39
		SP:Iteration 44Q (21595.190000 sec): 3 clusters
  Score: Raw -555815.092724 + Penalty 2847.096272 = -552967.996452
  nChanged 34
		SP:Iteration 45Q (21595.370000 sec): 3 clusters
  Score: Raw -555824.536018 + Penalty 2847.096272 = -552977.439746
  nChanged 33
		SP:Iteration 46Q (21595.600000 sec): 3 clusters
  Score: Raw -555833.490841 + Penalty 2847.096272 = -552986.394569
  nChanged 42
		SP:Iteration 47Q (21595.750000 sec): 3 clusters
  Score: Raw -555847.171775 + Penalty 2847.096272 = -553000.075503
  nChanged 38
		SP:Iteration 48Q (21595.900000 sec): 3 clusters
  Score: Raw -555858.820222 + Penalty 2847.096272 = -553011.723950
  nChanged 35
		SP:Iteration 49Q (21596.050000 sec): 3 clusters
  Score: Raw -555867.931757 + Penalty 2847.096272 = -553020.835486
  nChanged 28
		SP:Iteration 50Q (21596.240000 sec): 3 clusters
  Score: Raw -555875.270872 + Penalty 2847.096272 = -553028.174600
  nChanged 30
		SP:Iteration 51Q (21596.420000 sec): 3 clusters
  Score: Raw -555882.380976 + Penalty 2847.096272 = -553035.284704
  nChanged 18
		SP:Iteration 52Q (21596.570000 sec): 3 clusters
  Score: Raw -555886.115839 + Penalty 2847.096272 = -553039.019567
  nChanged 14
		SP:Iteration 53Q (21596.740000 sec): 3 clusters
  Score: Raw -555890.479911 + Penalty 2847.096272 = -553043.383639
  nChanged 22
		SP:Iteration 54Q (21596.960000 sec): 3 clusters
  Score: Raw -555895.170299 + Penalty 2847.096272 = -553048.074028
  nChanged 22
		SP:Iteration 55Q (21597.120000 sec): 3 clusters
  Score: Raw -555900.690308 + Penalty 2847.096272 = -553053.594037
  nChanged 27
		SP:Iteration 56Q (21597.320000 sec): 3 clusters
  Score: Raw -555907.151468 + Penalty 2847.096272 = -553060.055197
  nChanged 32
		SP:Iteration 57Q (21597.530000 sec): 3 clusters
  Score: Raw -555918.836846 + Penalty 2847.096272 = -553071.740574
  nChanged 31
		SP:Iteration 58Q (21597.740000 sec): 3 clusters
  Score: Raw -555929.282069 + Penalty 2847.096272 = -553082.185798
  nChanged 28
		SP:Iteration 59Q (21597.940000 sec): 3 clusters
  Score: Raw -555937.001051 + Penalty 2847.096272 = -553089.904779
  nChanged 25
		SP:Iteration 60F (21598.100000 sec): 3 clusters
  Score: Raw -555945.222106 + Penalty 2847.096272 = -553098.125835
  nChanged 35
		SP:Iteration 61Q (21598.300000 sec): 3 clusters
  Score: Raw -555958.126241 + Penalty 2847.096272 = -553111.029969
  nChanged 31
		SP:Iteration 62Q (21598.500000 sec): 3 clusters
  Score: Raw -555967.961070 + Penalty 2847.096272 = -553120.864799
  nChanged 24
		SP:Iteration 63Q (21598.650000 sec): 3 clusters
  Score: Raw -555977.315047 + Penalty 2847.096272 = -553130.218775
  nChanged 34
		SP:Iteration 64Q (21598.850000 sec): 3 clusters
  Score: Raw -555991.322467 + Penalty 2847.096272 = -553144.226196
  nChanged 34
		SP:Iteration 65Q (21599.080000 sec): 3 clusters
  Score: Raw -556004.977985 + Penalty 2847.096272 = -553157.881713
  nChanged 31
		SP:Iteration 66Q (21599.280000 sec): 3 clusters
  Score: Raw -556015.739735 + Penalty 2847.096272 = -553168.643463
  nChanged 29
		SP:Iteration 67Q (21599.500000 sec): 3 clusters
  Score: Raw -556024.501565 + Penalty 2847.096272 = -553177.405293
  nChanged 22
		SP:Iteration 68Q (21599.680000 sec): 3 clusters
  Score: Raw -556031.717898 + Penalty 2847.096272 = -553184.621626
  nChanged 24
		SP:Iteration 69Q (21599.830000 sec): 3 clusters
  Score: Raw -556039.130792 + Penalty 2847.096272 = -553192.034520
  nChanged 26
		SP:Iteration 70Q (21600.010000 sec): 3 clusters
  Score: Raw -556050.255360 + Penalty 2847.096272 = -553203.159088
  nChanged 36
		SP:Iteration 71Q (21600.190000 sec): 3 clusters
  Score: Raw -556070.785612 + Penalty 2847.096272 = -553223.689341
  nChanged 43
		SP:Iteration 72Q (21600.340000 sec): 3 clusters
  Score: Raw -556094.944905 + Penalty 2847.096272 = -553247.848634
  nChanged 46
		SP:Iteration 73Q (21600.540000 sec): 3 clusters
  Score: Raw -556117.924467 + Penalty 2847.096272 = -553270.828195
  nChanged 49
		SP:Iteration 74Q (21600.680000 sec): 3 clusters
  Score: Raw -556147.297338 + Penalty 2847.096272 = -553300.201067
  nChanged 47
		SP:Iteration 75Q (21600.860000 sec): 3 clusters
  Score: Raw -556177.950910 + Penalty 2847.096272 = -553330.854639
  nChanged 56
		SP:Iteration 76Q (21600.980000 sec): 3 clusters
  Score: Raw -556214.192003 + Penalty 2847.096272 = -553367.095731
  nChanged 52
		SP:Iteration 77Q (21601.170000 sec): 3 clusters
  Score: Raw -556240.084165 + Penalty 2847.096272 = -553392.987893
  nChanged 36
		SP:Iteration 78Q (21601.310000 sec): 3 clusters
  Score: Raw -556256.191307 + Penalty 2847.096272 = -553409.095036
  nChanged 31
		SP:Iteration 79Q (21601.450000 sec): 3 clusters
  Score: Raw -556264.633081 + Penalty 2847.096272 = -553417.536810
  nChanged 15
		SP:Iteration 80F (21601.590000 sec): 3 clusters
  Score: Raw -556270.455099 + Penalty 2847.096272 = -553423.358828
  nChanged 15
		SP:Iteration 81Q (21601.760000 sec): 3 clusters
  Score: Raw -556276.838578 + Penalty 2847.096272 = -553429.742306
  nChanged 16
		SP:Iteration 82Q (21601.910000 sec): 3 clusters
  Score: Raw -556281.733276 + Penalty 2847.096272 = -553434.637005
  nChanged 10
		SP:Iteration 83Q (21602.080000 sec): 3 clusters
  Score: Raw -556284.430050 + Penalty 2847.096272 = -553437.333778
  nChanged 12
		SP:Iteration 84Q (21602.250000 sec): 3 clusters
  Score: Raw -556288.099111 + Penalty 2847.096272 = -553441.002840
  nChanged 10
		SP:Iteration 85Q (21602.400000 sec): 3 clusters
  Score: Raw -556291.670882 + Penalty 2847.096272 = -553444.574611
  nChanged 10
		SP:Iteration 86Q (21602.580000 sec): 3 clusters
  Score: Raw -556295.196497 + Penalty 2847.096272 = -553448.100225
  nChanged 7
		SP:Iteration 87Q (21602.750000 sec): 3 clusters
  Score: Raw -556297.215055 + Penalty 2847.096272 = -553450.118783
  nChanged 6
		SP:Iteration 88Q (21602.920000 sec): 3 clusters
  Score: Raw -556298.686316 + Penalty 2847.096272 = -553451.590044
  nChanged 5
		SP:Iteration 89Q (21603.080000 sec): 3 clusters
  Score: Raw -556299.582781 + Penalty 2847.096272 = -553452.486510
  nChanged 2
		SP:Iteration 90Q (21603.260000 sec): 3 clusters
  Score: Raw -556300.117149 + Penalty 2847.096272 = -553453.020877
  nChanged 1
		SP:Iteration 91Q (21603.430000 sec): 3 clusters
  Score: Raw -556300.553759 + Penalty 2847.096272 = -553453.457487
  nChanged 2
		SP:Iteration 92Q (21603.590000 sec): 3 clusters
  Score: Raw -556300.993481 + Penalty 2847.096272 = -553453.897209
  nChanged 1
		SP:Iteration 93Q (21603.770000 sec): 3 clusters
  Score: Raw -556301.314475 + Penalty 2847.096272 = -553454.218203
  nChanged 2
		SP:Iteration 94Q (21603.980000 sec): 3 clusters
  Score: Raw -556301.818612 + Penalty 2847.096272 = -553454.722341
  nChanged 2
		SP:Iteration 95Q (21604.250000 sec): 3 clusters
  Score: Raw -556302.479440 + Penalty 2847.096272 = -553455.383168
  nChanged 2
		SP:Iteration 96Q (21604.390000 sec): 3 clusters
  Score: Raw -556302.796851 + Penalty 2847.096272 = -553455.700580
  nChanged 1
		SP:Iteration 97Q (21604.570000 sec): 3 clusters
  Score: Raw -556303.084949 + Penalty 2847.096272 = -553455.988677
  nChanged 0
		SP:Iteration 98F (21604.760000 sec): 3 clusters
  Score: Raw -556303.084949 + Penalty 2847.096272 = -553455.988677
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 100 (6737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21604.880000 sec): 2 clusters
  Score: Raw -567851.374503 + Penalty 1432.497625 = -566418.876878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21605.040000 sec): 3 clusters
  Score: Raw -564198.739248 + Penalty 2864.995250 = -561333.743998
  nChanged 2863
		SP:Iteration 1F (21605.220000 sec): 3 clusters
  Score: Raw -565968.197405 + Penalty 2864.995250 = -563103.202155
  nChanged 557
		SP:Iteration 2F (21605.390000 sec): 3 clusters
  Score: Raw -566382.460487 + Penalty 2864.995250 = -563517.465236
  nChanged 476
		SP:Iteration 3F (21605.570000 sec): 3 clusters
  Score: Raw -566743.537230 + Penalty 2864.995250 = -563878.541980
  nChanged 423
		SP:Iteration 4F (21605.740000 sec): 3 clusters
  Score: Raw -567079.010237 + Penalty 2864.995250 = -564214.014987
  nChanged 413
		SP:Iteration 5F (21605.950000 sec): 3 clusters
  Score: Raw -567403.774859 + Penalty 2864.995250 = -564538.779609
  nChanged 360
		SP:Iteration 6F (21606.120000 sec): 3 clusters
  Score: Raw -567634.192424 + Penalty 2864.995250 = -564769.197174
  nChanged 250
		SP:Iteration 7Q (21606.290000 sec): 3 clusters
  Score: Raw -567774.324621 + Penalty 2864.995250 = -564909.329370
  nChanged 207
		SP:Iteration 8Q (21606.540000 sec): 3 clusters
  Score: Raw -567890.658077 + Penalty 2864.995250 = -565025.662826
  nChanged 175
		SP:Iteration 9Q (21606.680000 sec): 3 clusters
  Score: Raw -567985.990913 + Penalty 2864.995250 = -565120.995663
  nChanged 171
		SP:Iteration 10Q (21606.910000 sec): 3 clusters
  Score: Raw -568081.025504 + Penalty 2864.995250 = -565216.030253
  nChanged 141
		SP:Iteration 11Q (21607.110000 sec): 3 clusters
  Score: Raw -568148.463730 + Penalty 2864.995250 = -565283.468480
  nChanged 126
		SP:Iteration 12Q (21607.320000 sec): 3 clusters
  Score: Raw -568197.751487 + Penalty 2864.995250 = -565332.756237
  nChanged 103
		SP:Iteration 13Q (21607.450000 sec): 3 clusters
  Score: Raw -568237.913956 + Penalty 2864.995250 = -565372.918705
  nChanged 94
		SP:Iteration 14Q (21607.640000 sec): 3 clusters
  Score: Raw -568276.308787 + Penalty 2864.995250 = -565411.313537
  nChanged 91
		SP:Iteration 15Q (21607.840000 sec): 3 clusters
  Score: Raw -568309.817542 + Penalty 2864.995250 = -565444.822291
  nChanged 78
		SP:Iteration 16Q (21608.020000 sec): 3 clusters
  Score: Raw -568335.109333 + Penalty 2864.995250 = -565470.114082
  nChanged 72
		SP:Iteration 17Q (21608.230000 sec): 3 clusters
  Score: Raw -568357.285522 + Penalty 2864.995250 = -565492.290271
  nChanged 60
		SP:Iteration 18Q (21608.400000 sec): 3 clusters
  Score: Raw -568374.296522 + Penalty 2864.995250 = -565509.301272
  nChanged 52
		SP:Iteration 19Q (21608.580000 sec): 3 clusters
  Score: Raw -568385.699750 + Penalty 2864.995250 = -565520.704500
  nChanged 47
		SP:Iteration 20F (21608.820000 sec): 3 clusters
  Score: Raw -568395.880876 + Penalty 2864.995250 = -565530.885626
  nChanged 38
		SP:Iteration 21Q (21608.980000 sec): 3 clusters
  Score: Raw -568403.355609 + Penalty 2864.995250 = -565538.360359
  nChanged 30
		SP:Iteration 22Q (21609.200000 sec): 3 clusters
  Score: Raw -568409.408047 + Penalty 2864.995250 = -565544.412797
  nChanged 25
		SP:Iteration 23Q (21609.390000 sec): 3 clusters
  Score: Raw -568414.292807 + Penalty 2864.995250 = -565549.297557
  nChanged 26
		SP:Iteration 24Q (21609.530000 sec): 3 clusters
  Score: Raw -568420.536003 + Penalty 2864.995250 = -565555.540753
  nChanged 35
		SP:Iteration 25Q (21609.700000 sec): 3 clusters
  Score: Raw -568429.197749 + Penalty 2864.995250 = -565564.202498
  nChanged 38
		SP:Iteration 26Q (21609.900000 sec): 3 clusters
  Score: Raw -568438.980518 + Penalty 2864.995250 = -565573.985267
  nChanged 36
		SP:Iteration 27Q (21610.130000 sec): 3 clusters
  Score: Raw -568447.711645 + Penalty 2864.995250 = -565582.716395
  nChanged 35
		SP:Iteration 28Q (21610.310000 sec): 3 clusters
  Score: Raw -568458.737663 + Penalty 2864.995250 = -565593.742413
  nChanged 42
		SP:Iteration 29Q (21610.480000 sec): 3 clusters
  Score: Raw -568470.372979 + Penalty 2864.995250 = -565605.377729
  nChanged 40
		SP:Iteration 30Q (21610.640000 sec): 3 clusters
  Score: Raw -568481.540817 + Penalty 2864.995250 = -565616.545567
  nChanged 42
		SP:Iteration 31Q (21610.840000 sec): 3 clusters
  Score: Raw -568491.864370 + Penalty 2864.995250 = -565626.869119
  nChanged 34
		SP:Iteration 32Q (21610.980000 sec): 3 clusters
  Score: Raw -568501.763531 + Penalty 2864.995250 = -565636.768281
  nChanged 39
		SP:Iteration 33Q (21611.160000 sec): 3 clusters
  Score: Raw -568511.388558 + Penalty 2864.995250 = -565646.393308
  nChanged 34
		SP:Iteration 34Q (21611.320000 sec): 3 clusters
  Score: Raw -568519.758672 + Penalty 2864.995250 = -565654.763422
  nChanged 38
		SP:Iteration 35Q (21611.490000 sec): 3 clusters
  Score: Raw -568531.937163 + Penalty 2864.995250 = -565666.941913
  nChanged 47
		SP:Iteration 36Q (21611.670000 sec): 3 clusters
  Score: Raw -568544.022914 + Penalty 2864.995250 = -565679.027664
  nChanged 24
		SP:Iteration 37Q (21611.840000 sec): 3 clusters
  Score: Raw -568548.357428 + Penalty 2864.995250 = -565683.362178
  nChanged 20
		SP:Iteration 38Q (21612.000000 sec): 3 clusters
  Score: Raw -568553.295194 + Penalty 2864.995250 = -565688.299944
  nChanged 18
		SP:Iteration 39Q (21612.160000 sec): 3 clusters
  Score: Raw -568558.471448 + Penalty 2864.995250 = -565693.476198
  nChanged 29
		SP:Iteration 40F (21612.330000 sec): 3 clusters
  Score: Raw -568565.623289 + Penalty 2864.995250 = -565700.628039
  nChanged 28
		SP:Iteration 41Q (21612.530000 sec): 3 clusters
  Score: Raw -568573.176927 + Penalty 2864.995250 = -565708.181677
  nChanged 33
		SP:Iteration 42Q (21612.700000 sec): 3 clusters
  Score: Raw -568582.313589 + Penalty 2864.995250 = -565717.318339
  nChanged 30
		SP:Iteration 43Q (21612.860000 sec): 3 clusters
  Score: Raw -568589.971626 + Penalty 2864.995250 = -565724.976375
  nChanged 29
		SP:Iteration 44Q (21613.020000 sec): 3 clusters
  Score: Raw -568597.478553 + Penalty 2864.995250 = -565732.483303
  nChanged 23
		SP:Iteration 45Q (21613.190000 sec): 3 clusters
  Score: Raw -568602.674161 + Penalty 2864.995250 = -565737.678911
  nChanged 22
		SP:Iteration 46Q (21613.360000 sec): 3 clusters
  Score: Raw -568608.582212 + Penalty 2864.995250 = -565743.586962
  nChanged 18
		SP:Iteration 47Q (21613.520000 sec): 3 clusters
  Score: Raw -568611.778125 + Penalty 2864.995250 = -565746.782875
  nChanged 8
		SP:Iteration 48Q (21613.700000 sec): 3 clusters
  Score: Raw -568613.595900 + Penalty 2864.995250 = -565748.600650
  nChanged 11
		SP:Iteration 49Q (21613.900000 sec): 3 clusters
  Score: Raw -568615.636454 + Penalty 2864.995250 = -565750.641204
  nChanged 11
		SP:Iteration 50Q (21614.070000 sec): 3 clusters
  Score: Raw -568618.003781 + Penalty 2864.995250 = -565753.008531
  nChanged 6
		SP:Iteration 51Q (21614.270000 sec): 3 clusters
  Score: Raw -568619.331912 + Penalty 2864.995250 = -565754.336662
  nChanged 8
		SP:Iteration 52Q (21614.440000 sec): 3 clusters
  Score: Raw -568620.647948 + Penalty 2864.995250 = -565755.652698
  nChanged 4
		SP:Iteration 53Q (21614.690000 sec): 3 clusters
  Score: Raw -568621.196962 + Penalty 2864.995250 = -565756.201711
  nChanged 5
		SP:Iteration 54Q (21614.880000 sec): 3 clusters
  Score: Raw -568622.263159 + Penalty 2864.995250 = -565757.267908
  nChanged 4
		SP:Iteration 55Q (21615.020000 sec): 3 clusters
  Score: Raw -568622.894293 + Penalty 2864.995250 = -565757.899043
  nChanged 3
		SP:Iteration 56Q (21615.190000 sec): 3 clusters
  Score: Raw -568623.343521 + Penalty 2864.995250 = -565758.348271
  nChanged 6
		SP:Iteration 57Q (21615.350000 sec): 3 clusters
  Score: Raw -568624.460436 + Penalty 2864.995250 = -565759.465186
  nChanged 8
		SP:Iteration 58Q (21615.540000 sec): 3 clusters
  Score: Raw -568625.600067 + Penalty 2864.995250 = -565760.604816
  nChanged 4
		SP:Iteration 59Q (21615.710000 sec): 3 clusters
  Score: Raw -568626.034011 + Penalty 2864.995250 = -565761.038760
  nChanged 1
		SP:Iteration 60F (21615.890000 sec): 3 clusters
  Score: Raw -568626.187806 + Penalty 2864.995250 = -565761.192556
  nChanged 2
		SP:Iteration 61Q (21616.070000 sec): 3 clusters
  Score: Raw -568626.424647 + Penalty 2864.995250 = -565761.429397
  nChanged 1
		SP:Iteration 62Q (21616.270000 sec): 3 clusters
  Score: Raw -568626.514076 + Penalty 2864.995250 = -565761.518826
  nChanged 0
		SP:Iteration 63F (21616.450000 sec): 3 clusters
  Score: Raw -568626.514076 + Penalty 2864.995250 = -565761.518826
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 101 (2875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21616.490000 sec): 2 clusters
  Score: Raw -219068.722413 + Penalty 1294.118792 = -217774.603620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21616.630000 sec): 3 clusters
  Score: Raw -217704.108876 + Penalty 2588.237585 = -215115.871292
  nChanged 1091
		SP:Iteration 1F (21616.800000 sec): 3 clusters
  Score: Raw -218389.176455 + Penalty 2588.237585 = -215800.938870
  nChanged 250
		SP:Iteration 2F (21616.940000 sec): 3 clusters
  Score: Raw -218619.213869 + Penalty 2588.237585 = -216030.976284
  nChanged 202
		SP:Iteration 3F (21617.090000 sec): 3 clusters
  Score: Raw -218792.765074 + Penalty 2588.237585 = -216204.527489
  nChanged 176
		SP:Iteration 4F (21617.230000 sec): 3 clusters
  Score: Raw -218934.564740 + Penalty 2588.237585 = -216346.327155
  nChanged 143
		SP:Iteration 5Q (21617.380000 sec): 3 clusters
  Score: Raw -219051.335891 + Penalty 2588.237585 = -216463.098306
  nChanged 121
		SP:Iteration 6Q (21617.520000 sec): 3 clusters
  Score: Raw -219137.302764 + Penalty 2588.237585 = -216549.065179
  nChanged 94
		SP:Iteration 7Q (21617.670000 sec): 3 clusters
  Score: Raw -219211.470358 + Penalty 2588.237585 = -216623.232773
  nChanged 73
		SP:Iteration 8Q (21617.820000 sec): 3 clusters
  Score: Raw -219260.449953 + Penalty 2588.237585 = -216672.212368
  nChanged 64
		SP:Iteration 9Q (21617.960000 sec): 3 clusters
  Score: Raw -219300.916902 + Penalty 2588.237585 = -216712.679317
  nChanged 48
		SP:Iteration 10Q (21618.130000 sec): 3 clusters
  Score: Raw -219328.548243 + Penalty 2588.237585 = -216740.310659
  nChanged 45
		SP:Iteration 11Q (21618.260000 sec): 3 clusters
  Score: Raw -219357.388675 + Penalty 2588.237585 = -216769.151090
  nChanged 47
		SP:Iteration 12Q (21618.390000 sec): 3 clusters
  Score: Raw -219382.867192 + Penalty 2588.237585 = -216794.629607
  nChanged 38
		SP:Iteration 13Q (21618.530000 sec): 3 clusters
  Score: Raw -219405.063441 + Penalty 2588.237585 = -216816.825856
  nChanged 36
		SP:Iteration 14Q (21618.670000 sec): 3 clusters
  Score: Raw -219420.785341 + Penalty 2588.237585 = -216832.547756
  nChanged 27
		SP:Iteration 15Q (21618.810000 sec): 3 clusters
  Score: Raw -219435.653143 + Penalty 2588.237585 = -216847.415558
  nChanged 25
		SP:Iteration 16Q (21618.960000 sec): 3 clusters
  Score: Raw -219447.896494 + Penalty 2588.237585 = -216859.658909
  nChanged 29
		SP:Iteration 17Q (21619.170000 sec): 3 clusters
  Score: Raw -219462.038311 + Penalty 2588.237585 = -216873.800726
  nChanged 16
		SP:Iteration 18Q (21619.290000 sec): 3 clusters
  Score: Raw -219467.858446 + Penalty 2588.237585 = -216879.620861
  nChanged 13
		SP:Iteration 19Q (21619.450000 sec): 3 clusters
  Score: Raw -219473.015774 + Penalty 2588.237585 = -216884.778189
  nChanged 8
		SP:Iteration 20F (21619.630000 sec): 3 clusters
  Score: Raw -219476.119746 + Penalty 2588.237585 = -216887.882161
  nChanged 13
		SP:Iteration 21Q (21619.770000 sec): 3 clusters
  Score: Raw -219481.202017 + Penalty 2588.237585 = -216892.964432
  nChanged 15
		SP:Iteration 22Q (21619.960000 sec): 3 clusters
  Score: Raw -219487.046818 + Penalty 2588.237585 = -216898.809233
  nChanged 17
		SP:Iteration 23Q (21620.150000 sec): 3 clusters
  Score: Raw -219494.817484 + Penalty 2588.237585 = -216906.579899
  nChanged 15
		SP:Iteration 24Q (21620.270000 sec): 3 clusters
  Score: Raw -219502.875546 + Penalty 2588.237585 = -216914.637961
  nChanged 18
		SP:Iteration 25Q (21620.410000 sec): 3 clusters
  Score: Raw -219510.419628 + Penalty 2588.237585 = -216922.182043
  nChanged 16
		SP:Iteration 26Q (21620.560000 sec): 3 clusters
  Score: Raw -219517.986643 + Penalty 2588.237585 = -216929.749058
  nChanged 14
		SP:Iteration 27Q (21620.730000 sec): 3 clusters
  Score: Raw -219527.069564 + Penalty 2588.237585 = -216938.831979
  nChanged 18
		SP:Iteration 28Q (21620.890000 sec): 3 clusters
  Score: Raw -219533.623154 + Penalty 2588.237585 = -216945.385569
  nChanged 9
		SP:Iteration 29Q (21621.060000 sec): 3 clusters
  Score: Raw -219537.131588 + Penalty 2588.237585 = -216948.894003
  nChanged 10
		SP:Iteration 30Q (21621.160000 sec): 3 clusters
  Score: Raw -219539.496924 + Penalty 2588.237585 = -216951.259339
  nChanged 7
		SP:Iteration 31Q (21621.300000 sec): 3 clusters
  Score: Raw -219541.690763 + Penalty 2588.237585 = -216953.453179
  nChanged 9
		SP:Iteration 32Q (21621.490000 sec): 3 clusters
  Score: Raw -219544.949760 + Penalty 2588.237585 = -216956.712175
  nChanged 6
		SP:Iteration 33Q (21621.610000 sec): 3 clusters
  Score: Raw -219546.871240 + Penalty 2588.237585 = -216958.633656
  nChanged 9
		SP:Iteration 34Q (21621.730000 sec): 3 clusters
  Score: Raw -219549.194725 + Penalty 2588.237585 = -216960.957140
  nChanged 3
		SP:Iteration 35Q (21621.870000 sec): 3 clusters
  Score: Raw -219550.032809 + Penalty 2588.237585 = -216961.795224
  nChanged 4
		SP:Iteration 36Q (21622.000000 sec): 3 clusters
  Score: Raw -219551.235465 + Penalty 2588.237585 = -216962.997881
  nChanged 2
		SP:Iteration 37Q (21622.150000 sec): 3 clusters
  Score: Raw -219552.055216 + Penalty 2588.237585 = -216963.817631
  nChanged 2
		SP:Iteration 38Q (21622.330000 sec): 3 clusters
  Score: Raw -219553.134574 + Penalty 2588.237585 = -216964.896989
  nChanged 4
		SP:Iteration 39Q (21622.490000 sec): 3 clusters
  Score: Raw -219554.318686 + Penalty 2588.237585 = -216966.081101
  nChanged 3
		SP:Iteration 40F (21622.630000 sec): 3 clusters
  Score: Raw -219555.237481 + Penalty 2588.237585 = -216966.999896
  nChanged 2
		SP:Iteration 41Q (21622.800000 sec): 3 clusters
  Score: Raw -219555.904782 + Penalty 2588.237585 = -216967.667197
  nChanged 2
		SP:Iteration 42Q (21622.940000 sec): 3 clusters
  Score: Raw -219556.243812 + Penalty 2588.237585 = -216968.006227
  nChanged 1
		SP:Iteration 43Q (21623.070000 sec): 3 clusters
  Score: Raw -219556.435522 + Penalty 2588.237585 = -216968.197937
  nChanged 1
		SP:Iteration 44Q (21623.260000 sec): 3 clusters
  Score: Raw -219556.533068 + Penalty 2588.237585 = -216968.295483
  nChanged 0
		SP:Iteration 45F (21623.410000 sec): 3 clusters
  Score: Raw -219556.533068 + Penalty 2588.237585 = -216968.295483
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 102 (2734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21623.490000 sec): 2 clusters
  Score: Raw -216063.713715 + Penalty 1285.947165 = -214777.766550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21623.680000 sec): 3 clusters
  Score: Raw -214807.815731 + Penalty 2571.894331 = -212235.921400
  nChanged 1012
		SP:Iteration 1F (21623.820000 sec): 3 clusters
  Score: Raw -215525.369496 + Penalty 2571.894331 = -212953.475165
  nChanged 260
		SP:Iteration 2F (21624.020000 sec): 3 clusters
  Score: Raw -215746.043973 + Penalty 2571.894331 = -213174.149643
  nChanged 178
		SP:Iteration 3F (21624.170000 sec): 3 clusters
  Score: Raw -215886.603141 + Penalty 2571.894331 = -213314.708811
  nChanged 145
		SP:Iteration 4F (21624.350000 sec): 3 clusters
  Score: Raw -216010.362648 + Penalty 2571.894331 = -213438.468318
  nChanged 105
		SP:Iteration 5Q (21624.490000 sec): 3 clusters
  Score: Raw -216101.693013 + Penalty 2571.894331 = -213529.798682
  nChanged 95
		SP:Iteration 6Q (21624.630000 sec): 3 clusters
  Score: Raw -216179.584298 + Penalty 2571.894331 = -213607.689968
  nChanged 88
		SP:Iteration 7Q (21624.800000 sec): 3 clusters
  Score: Raw -216256.341814 + Penalty 2571.894331 = -213684.447483
  nChanged 75
		SP:Iteration 8Q (21624.940000 sec): 3 clusters
  Score: Raw -216316.027539 + Penalty 2571.894331 = -213744.133208
  nChanged 62
		SP:Iteration 9Q (21625.090000 sec): 3 clusters
  Score: Raw -216361.867100 + Penalty 2571.894331 = -213789.972769
  nChanged 47
		SP:Iteration 10Q (21625.260000 sec): 3 clusters
  Score: Raw -216396.202413 + Penalty 2571.894331 = -213824.308082
  nChanged 45
		SP:Iteration 11Q (21625.450000 sec): 3 clusters
  Score: Raw -216433.272494 + Penalty 2571.894331 = -213861.378163
  nChanged 47
		SP:Iteration 12Q (21625.590000 sec): 3 clusters
  Score: Raw -216459.684904 + Penalty 2571.894331 = -213887.790573
  nChanged 34
		SP:Iteration 13Q (21625.760000 sec): 3 clusters
  Score: Raw -216479.816275 + Penalty 2571.894331 = -213907.921944
  nChanged 32
		SP:Iteration 14Q (21625.920000 sec): 3 clusters
  Score: Raw -216503.591408 + Penalty 2571.894331 = -213931.697077
  nChanged 29
		SP:Iteration 15Q (21626.150000 sec): 3 clusters
  Score: Raw -216522.945172 + Penalty 2571.894331 = -213951.050841
  nChanged 28
		SP:Iteration 16Q (21626.280000 sec): 3 clusters
  Score: Raw -216539.325929 + Penalty 2571.894331 = -213967.431599
  nChanged 28
		SP:Iteration 17Q (21626.390000 sec): 3 clusters
  Score: Raw -216555.826465 + Penalty 2571.894331 = -213983.932134
  nChanged 31
		SP:Iteration 18Q (21626.580000 sec): 3 clusters
  Score: Raw -216575.561886 + Penalty 2571.894331 = -214003.667555
  nChanged 25
		SP:Iteration 19Q (21626.690000 sec): 3 clusters
  Score: Raw -216593.931583 + Penalty 2571.894331 = -214022.037252
  nChanged 28
		SP:Iteration 20F (21626.830000 sec): 3 clusters
  Score: Raw -216610.218561 + Penalty 2571.894331 = -214038.324230
  nChanged 26
		SP:Iteration 21Q (21627.000000 sec): 3 clusters
  Score: Raw -216624.983756 + Penalty 2571.894331 = -214053.089425
  nChanged 29
		SP:Iteration 22Q (21627.140000 sec): 3 clusters
  Score: Raw -216638.893610 + Penalty 2571.894331 = -214066.999279
  nChanged 24
		SP:Iteration 23Q (21627.290000 sec): 3 clusters
  Score: Raw -216651.967923 + Penalty 2571.894331 = -214080.073593
  nChanged 20
		SP:Iteration 24Q (21627.450000 sec): 3 clusters
  Score: Raw -216659.538690 + Penalty 2571.894331 = -214087.644360
  nChanged 15
		SP:Iteration 25Q (21627.610000 sec): 3 clusters
  Score: Raw -216665.302089 + Penalty 2571.894331 = -214093.407758
  nChanged 10
		SP:Iteration 26Q (21627.750000 sec): 3 clusters
  Score: Raw -216668.649852 + Penalty 2571.894331 = -214096.755521
  nChanged 8
		SP:Iteration 27Q (21627.890000 sec): 3 clusters
  Score: Raw -216671.742911 + Penalty 2571.894331 = -214099.848580
  nChanged 11
		SP:Iteration 28Q (21628.040000 sec): 3 clusters
  Score: Raw -216675.064692 + Penalty 2571.894331 = -214103.170361
  nChanged 9
		SP:Iteration 29Q (21628.220000 sec): 3 clusters
  Score: Raw -216679.807348 + Penalty 2571.894331 = -214107.913018
  nChanged 7
		SP:Iteration 30Q (21628.380000 sec): 3 clusters
  Score: Raw -216683.303568 + Penalty 2571.894331 = -214111.409237
  nChanged 7
		SP:Iteration 31Q (21628.540000 sec): 3 clusters
  Score: Raw -216685.978776 + Penalty 2571.894331 = -214114.084445
  nChanged 7
		SP:Iteration 32Q (21628.680000 sec): 3 clusters
  Score: Raw -216688.040671 + Penalty 2571.894331 = -214116.146340
  nChanged 8
		SP:Iteration 33Q (21628.830000 sec): 3 clusters
  Score: Raw -216691.193728 + Penalty 2571.894331 = -214119.299398
  nChanged 5
		SP:Iteration 34Q (21628.960000 sec): 3 clusters
  Score: Raw -216693.306203 + Penalty 2571.894331 = -214121.411873
  nChanged 3
		SP:Iteration 35Q (21629.100000 sec): 3 clusters
  Score: Raw -216694.402311 + Penalty 2571.894331 = -214122.507980
  nChanged 4
		SP:Iteration 36Q (21629.250000 sec): 3 clusters
  Score: Raw -216695.568709 + Penalty 2571.894331 = -214123.674379
  nChanged 4
		SP:Iteration 37Q (21629.400000 sec): 3 clusters
  Score: Raw -216696.919236 + Penalty 2571.894331 = -214125.024905
  nChanged 4
		SP:Iteration 38Q (21629.550000 sec): 3 clusters
  Score: Raw -216699.067251 + Penalty 2571.894331 = -214127.172920
  nChanged 2
		SP:Iteration 39Q (21629.690000 sec): 3 clusters
  Score: Raw -216699.908745 + Penalty 2571.894331 = -214128.014415
  nChanged 1
		SP:Iteration 40F (21629.890000 sec): 3 clusters
  Score: Raw -216700.212176 + Penalty 2571.894331 = -214128.317846
  nChanged 1
		SP:Iteration 41Q (21630.030000 sec): 3 clusters
  Score: Raw -216700.588675 + Penalty 2571.894331 = -214128.694344
  nChanged 0
		SP:Iteration 42F (21630.170000 sec): 3 clusters
  Score: Raw -216700.588675 + Penalty 2571.894331 = -214128.694344
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 103 (4234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21630.270000 sec): 2 clusters
  Score: Raw -350661.160391 + Penalty 1357.021648 = -349304.138743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21630.430000 sec): 3 clusters
  Score: Raw -348555.805258 + Penalty 2714.043297 = -345841.761961
  nChanged 1727
		SP:Iteration 1F (21630.570000 sec): 3 clusters
  Score: Raw -349572.728309 + Penalty 2714.043297 = -346858.685012
  nChanged 383
		SP:Iteration 2F (21630.720000 sec): 3 clusters
  Score: Raw -349875.954052 + Penalty 2714.043297 = -347161.910755
  nChanged 309
		SP:Iteration 3F (21630.900000 sec): 3 clusters
  Score: Raw -350133.029156 + Penalty 2714.043297 = -347418.985859
  nChanged 280
		SP:Iteration 4F (21631.040000 sec): 3 clusters
  Score: Raw -350386.808500 + Penalty 2714.043297 = -347672.765203
  nChanged 271
		SP:Iteration 5F (21631.180000 sec): 3 clusters
  Score: Raw -350663.095483 + Penalty 2714.043297 = -347949.052186
  nChanged 271
		SP:Iteration 6F (21631.350000 sec): 3 clusters
  Score: Raw -350933.473714 + Penalty 2714.043297 = -348219.430417
  nChanged 227
		SP:Iteration 7F (21631.510000 sec): 3 clusters
  Score: Raw -351125.562578 + Penalty 2714.043297 = -348411.519281
  nChanged 175
		SP:Iteration 8Q (21631.650000 sec): 3 clusters
  Score: Raw -351255.959273 + Penalty 2714.043297 = -348541.915976
  nChanged 115
		SP:Iteration 9Q (21631.810000 sec): 3 clusters
  Score: Raw -351336.137097 + Penalty 2714.043297 = -348622.093801
  nChanged 99
		SP:Iteration 10Q (21631.950000 sec): 3 clusters
  Score: Raw -351383.914319 + Penalty 2714.043297 = -348669.871023
  nChanged 63
		SP:Iteration 11Q (21632.130000 sec): 3 clusters
  Score: Raw -351412.971988 + Penalty 2714.043297 = -348698.928692
  nChanged 47
		SP:Iteration 12Q (21632.270000 sec): 3 clusters
  Score: Raw -351431.255912 + Penalty 2714.043297 = -348717.212616
  nChanged 39
		SP:Iteration 13Q (21632.410000 sec): 3 clusters
  Score: Raw -351447.265925 + Penalty 2714.043297 = -348733.222628
  nChanged 46
		SP:Iteration 14Q (21632.560000 sec): 3 clusters
  Score: Raw -351471.643588 + Penalty 2714.043297 = -348757.600292
  nChanged 43
		SP:Iteration 15Q (21632.770000 sec): 3 clusters
  Score: Raw -351490.265405 + Penalty 2714.043297 = -348776.222108
  nChanged 26
		SP:Iteration 16Q (21632.940000 sec): 3 clusters
  Score: Raw -351499.178039 + Penalty 2714.043297 = -348785.134742
  nChanged 24
		SP:Iteration 17Q (21633.060000 sec): 3 clusters
  Score: Raw -351506.174976 + Penalty 2714.043297 = -348792.131679
  nChanged 21
		SP:Iteration 18Q (21633.180000 sec): 3 clusters
  Score: Raw -351511.961547 + Penalty 2714.043297 = -348797.918250
  nChanged 19
		SP:Iteration 19Q (21633.310000 sec): 3 clusters
  Score: Raw -351517.234919 + Penalty 2714.043297 = -348803.191622
  nChanged 18
		SP:Iteration 20F (21633.440000 sec): 3 clusters
  Score: Raw -351522.636933 + Penalty 2714.043297 = -348808.593637
  nChanged 19
		SP:Iteration 21Q (21633.570000 sec): 3 clusters
  Score: Raw -351528.309927 + Penalty 2714.043297 = -348814.266630
  nChanged 27
		SP:Iteration 22Q (21633.710000 sec): 3 clusters
  Score: Raw -351537.223277 + Penalty 2714.043297 = -348823.179980
  nChanged 20
		SP:Iteration 23Q (21633.910000 sec): 3 clusters
  Score: Raw -351545.709028 + Penalty 2714.043297 = -348831.665731
  nChanged 21
		SP:Iteration 24Q (21634.040000 sec): 3 clusters
  Score: Raw -351554.173965 + Penalty 2714.043297 = -348840.130668
  nChanged 26
		SP:Iteration 25Q (21634.190000 sec): 3 clusters
  Score: Raw -351565.446514 + Penalty 2714.043297 = -348851.403218
  nChanged 30
		SP:Iteration 26Q (21634.330000 sec): 3 clusters
  Score: Raw -351578.329330 + Penalty 2714.043297 = -348864.286034
  nChanged 30
		SP:Iteration 27Q (21634.470000 sec): 3 clusters
  Score: Raw -351588.872444 + Penalty 2714.043297 = -348874.829147
  nChanged 32
		SP:Iteration 28Q (21634.620000 sec): 3 clusters
  Score: Raw -351601.059628 + Penalty 2714.043297 = -348887.016331
  nChanged 33
		SP:Iteration 29Q (21634.800000 sec): 3 clusters
  Score: Raw -351613.788940 + Penalty 2714.043297 = -348899.745643
  nChanged 33
		SP:Iteration 30Q (21634.950000 sec): 3 clusters
  Score: Raw -351627.329436 + Penalty 2714.043297 = -348913.286139
  nChanged 30
		SP:Iteration 31Q (21635.120000 sec): 3 clusters
  Score: Raw -351641.273710 + Penalty 2714.043297 = -348927.230413
  nChanged 43
		SP:Iteration 32Q (21635.250000 sec): 3 clusters
  Score: Raw -351659.304036 + Penalty 2714.043297 = -348945.260739
  nChanged 35
		SP:Iteration 33Q (21635.390000 sec): 3 clusters
  Score: Raw -351674.260503 + Penalty 2714.043297 = -348960.217206
  nChanged 27
		SP:Iteration 34Q (21635.540000 sec): 3 clusters
  Score: Raw -351686.762692 + Penalty 2714.043297 = -348972.719395
  nChanged 28
		SP:Iteration 35Q (21635.670000 sec): 3 clusters
  Score: Raw -351699.579478 + Penalty 2714.043297 = -348985.536182
  nChanged 31
		SP:Iteration 36Q (21635.810000 sec): 3 clusters
  Score: Raw -351712.590192 + Penalty 2714.043297 = -348998.546895
  nChanged 26
		SP:Iteration 37Q (21635.940000 sec): 3 clusters
  Score: Raw -351726.065583 + Penalty 2714.043297 = -349012.022286
  nChanged 37
		SP:Iteration 38Q (21636.070000 sec): 3 clusters
  Score: Raw -351740.417343 + Penalty 2714.043297 = -349026.374046
  nChanged 29
		SP:Iteration 39Q (21636.200000 sec): 3 clusters
  Score: Raw -351750.966296 + Penalty 2714.043297 = -349036.923000
  nChanged 26
		SP:Iteration 40F (21636.330000 sec): 3 clusters
  Score: Raw -351762.681548 + Penalty 2714.043297 = -349048.638251
  nChanged 21
		SP:Iteration 41Q (21636.540000 sec): 3 clusters
  Score: Raw -351770.592584 + Penalty 2714.043297 = -349056.549287
  nChanged 17
		SP:Iteration 42Q (21636.660000 sec): 3 clusters
  Score: Raw -351776.272033 + Penalty 2714.043297 = -349062.228737
  nChanged 12
		SP:Iteration 43Q (21636.810000 sec): 3 clusters
  Score: Raw -351778.596101 + Penalty 2714.043297 = -349064.552804
  nChanged 7
		SP:Iteration 44Q (21636.980000 sec): 3 clusters
  Score: Raw -351780.002740 + Penalty 2714.043297 = -349065.959443
  nChanged 7
		SP:Iteration 45Q (21637.140000 sec): 3 clusters
  Score: Raw -351781.744953 + Penalty 2714.043297 = -349067.701656
  nChanged 6
		SP:Iteration 46Q (21637.290000 sec): 3 clusters
  Score: Raw -351783.122627 + Penalty 2714.043297 = -349069.079330
  nChanged 4
		SP:Iteration 47Q (21637.430000 sec): 3 clusters
  Score: Raw -351784.022688 + Penalty 2714.043297 = -349069.979391
  nChanged 4
		SP:Iteration 48Q (21637.610000 sec): 3 clusters
  Score: Raw -351784.901673 + Penalty 2714.043297 = -349070.858377
  nChanged 3
		SP:Iteration 49Q (21637.740000 sec): 3 clusters
  Score: Raw -351785.261523 + Penalty 2714.043297 = -349071.218226
  nChanged 0
		SP:Iteration 50F (21637.880000 sec): 3 clusters
  Score: Raw -351785.261523 + Penalty 2714.043297 = -349071.218226
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 104 (2021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21637.980000 sec): 2 clusters
  Score: Raw -163399.796052 + Penalty 1236.844004 = -162162.952048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21638.120000 sec): 3 clusters
  Score: Raw -162547.182743 + Penalty 2473.688008 = -160073.494735
  nChanged 726
		SP:Iteration 1F (21638.260000 sec): 3 clusters
  Score: Raw -163004.796922 + Penalty 2473.688008 = -160531.108914
  nChanged 163
		SP:Iteration 2F (21638.410000 sec): 3 clusters
  Score: Raw -163144.533523 + Penalty 2473.688008 = -160670.845515
  nChanged 105
		SP:Iteration 3F (21638.520000 sec): 3 clusters
  Score: Raw -163231.028186 + Penalty 2473.688008 = -160757.340178
  nChanged 88
		SP:Iteration 4Q (21638.710000 sec): 3 clusters
  Score: Raw -163304.569098 + Penalty 2473.688008 = -160830.881090
  nChanged 73
		SP:Iteration 5Q (21638.860000 sec): 3 clusters
  Score: Raw -163362.763377 + Penalty 2473.688008 = -160889.075369
  nChanged 54
		SP:Iteration 6Q (21639.020000 sec): 3 clusters
  Score: Raw -163394.950244 + Penalty 2473.688008 = -160921.262236
  nChanged 43
		SP:Iteration 7Q (21639.200000 sec): 3 clusters
  Score: Raw -163422.733798 + Penalty 2473.688008 = -160949.045790
  nChanged 44
		SP:Iteration 8Q (21639.420000 sec): 3 clusters
  Score: Raw -163452.881962 + Penalty 2473.688008 = -160979.193954
  nChanged 36
		SP:Iteration 9Q (21639.520000 sec): 3 clusters
  Score: Raw -163470.609033 + Penalty 2473.688008 = -160996.921025
  nChanged 31
		SP:Iteration 10Q (21639.680000 sec): 3 clusters
  Score: Raw -163487.533017 + Penalty 2473.688008 = -161013.845009
  nChanged 26
		SP:Iteration 11Q (21639.860000 sec): 3 clusters
  Score: Raw -163499.103913 + Penalty 2473.688008 = -161025.415905
  nChanged 12
		SP:Iteration 12Q (21640.010000 sec): 3 clusters
  Score: Raw -163505.618862 + Penalty 2473.688008 = -161031.930854
  nChanged 14
		SP:Iteration 13Q (21640.160000 sec): 3 clusters
  Score: Raw -163514.055871 + Penalty 2473.688008 = -161040.367863
  nChanged 18
		SP:Iteration 14Q (21640.300000 sec): 3 clusters
  Score: Raw -163524.559939 + Penalty 2473.688008 = -161050.871931
  nChanged 14
		SP:Iteration 15Q (21640.450000 sec): 3 clusters
  Score: Raw -163533.639192 + Penalty 2473.688008 = -161059.951184
  nChanged 12
		SP:Iteration 16Q (21640.600000 sec): 3 clusters
  Score: Raw -163541.873260 + Penalty 2473.688008 = -161068.185251
  nChanged 11
		SP:Iteration 17Q (21640.720000 sec): 3 clusters
  Score: Raw -163546.774668 + Penalty 2473.688008 = -161073.086660
  nChanged 12
		SP:Iteration 18Q (21640.860000 sec): 3 clusters
  Score: Raw -163550.913574 + Penalty 2473.688008 = -161077.225566
  nChanged 9
		SP:Iteration 19Q (21640.990000 sec): 3 clusters
  Score: Raw -163556.575016 + Penalty 2473.688008 = -161082.887008
  nChanged 11
		SP:Iteration 20F (21641.140000 sec): 3 clusters
  Score: Raw -163563.025303 + Penalty 2473.688008 = -161089.337294
  nChanged 13
		SP:Iteration 21Q (21641.350000 sec): 3 clusters
  Score: Raw -163570.089162 + Penalty 2473.688008 = -161096.401154
  nChanged 16
		SP:Iteration 22Q (21641.480000 sec): 3 clusters
  Score: Raw -163579.520797 + Penalty 2473.688008 = -161105.832789
  nChanged 13
		SP:Iteration 23Q (21641.620000 sec): 3 clusters
  Score: Raw -163585.899521 + Penalty 2473.688008 = -161112.211513
  nChanged 9
		SP:Iteration 24Q (21641.760000 sec): 3 clusters
  Score: Raw -163590.647741 + Penalty 2473.688008 = -161116.959733
  nChanged 8
		SP:Iteration 25Q (21641.910000 sec): 3 clusters
  Score: Raw -163595.038347 + Penalty 2473.688008 = -161121.350339
  nChanged 10
		SP:Iteration 26Q (21642.090000 sec): 3 clusters
  Score: Raw -163602.330461 + Penalty 2473.688008 = -161128.642453
  nChanged 7
		SP:Iteration 27Q (21642.250000 sec): 3 clusters
  Score: Raw -163607.146948 + Penalty 2473.688008 = -161133.458940
  nChanged 12
		SP:Iteration 28Q (21642.410000 sec): 3 clusters
  Score: Raw -163617.992555 + Penalty 2473.688008 = -161144.304547
  nChanged 23
		SP:Iteration 29Q (21642.510000 sec): 3 clusters
  Score: Raw -163631.158006 + Penalty 2473.688008 = -161157.469998
  nChanged 16
		SP:Iteration 30Q (21642.640000 sec): 3 clusters
  Score: Raw -163639.165568 + Penalty 2473.688008 = -161165.477560
  nChanged 13
		SP:Iteration 31Q (21642.780000 sec): 3 clusters
  Score: Raw -163647.821741 + Penalty 2473.688008 = -161174.133733
  nChanged 13
		SP:Iteration 32Q (21642.920000 sec): 3 clusters
  Score: Raw -163655.974920 + Penalty 2473.688008 = -161182.286912
  nChanged 10
		SP:Iteration 33Q (21643.070000 sec): 3 clusters
  Score: Raw -163660.310479 + Penalty 2473.688008 = -161186.622470
  nChanged 7
		SP:Iteration 34Q (21643.210000 sec): 3 clusters
  Score: Raw -163662.965554 + Penalty 2473.688008 = -161189.277546
  nChanged 4
		SP:Iteration 35Q (21643.360000 sec): 3 clusters
  Score: Raw -163663.905657 + Penalty 2473.688008 = -161190.217649
  nChanged 0
		SP:Iteration 36F (21643.500000 sec): 3 clusters
  Score: Raw -163663.905657 + Penalty 2473.688008 = -161190.217649
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 105 (2195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21643.570000 sec): 2 clusters
  Score: Raw -185696.041639 + Penalty 1250.264815 = -184445.776824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21643.710000 sec): 3 clusters
  Score: Raw -184747.882054 + Penalty 2500.529631 = -182247.352424
  nChanged 794
		SP:Iteration 1F (21643.850000 sec): 3 clusters
  Score: Raw -185266.734339 + Penalty 2500.529631 = -182766.204708
  nChanged 177
		SP:Iteration 2F (21644.010000 sec): 3 clusters
  Score: Raw -185400.237125 + Penalty 2500.529631 = -182899.707494
  nChanged 108
		SP:Iteration 3Q (21644.140000 sec): 3 clusters
  Score: Raw -185494.782350 + Penalty 2500.529631 = -182994.252719
  nChanged 79
		SP:Iteration 4Q (21644.290000 sec): 3 clusters
  Score: Raw -185556.274908 + Penalty 2500.529631 = -183055.745277
  nChanged 72
		SP:Iteration 5Q (21644.450000 sec): 3 clusters
  Score: Raw -185607.297609 + Penalty 2500.529631 = -183106.767979
  nChanged 58
		SP:Iteration 6Q (21644.600000 sec): 3 clusters
  Score: Raw -185641.940824 + Penalty 2500.529631 = -183141.411193
  nChanged 50
		SP:Iteration 7Q (21644.740000 sec): 3 clusters
  Score: Raw -185672.064517 + Penalty 2500.529631 = -183171.534886
  nChanged 47
		SP:Iteration 8Q (21644.890000 sec): 3 clusters
  Score: Raw -185696.849665 + Penalty 2500.529631 = -183196.320034
  nChanged 37
		SP:Iteration 9Q (21645.040000 sec): 3 clusters
  Score: Raw -185721.340885 + Penalty 2500.529631 = -183220.811255
  nChanged 51
		SP:Iteration 10Q (21645.200000 sec): 3 clusters
  Score: Raw -185756.885483 + Penalty 2500.529631 = -183256.355852
  nChanged 64
		SP:Iteration 11Q (21645.340000 sec): 3 clusters
  Score: Raw -185807.561753 + Penalty 2500.529631 = -183307.032122
  nChanged 59
		SP:Iteration 12Q (21645.480000 sec): 3 clusters
  Score: Raw -185848.111498 + Penalty 2500.529631 = -183347.581867
  nChanged 41
		SP:Iteration 13Q (21645.620000 sec): 3 clusters
  Score: Raw -185879.690987 + Penalty 2500.529631 = -183379.161356
  nChanged 36
		SP:Iteration 14Q (21645.760000 sec): 3 clusters
  Score: Raw -185909.663905 + Penalty 2500.529631 = -183409.134275
  nChanged 33
		SP:Iteration 15Q (21645.900000 sec): 3 clusters
  Score: Raw -185926.340048 + Penalty 2500.529631 = -183425.810417
  nChanged 25
		SP:Iteration 16Q (21646.060000 sec): 3 clusters
  Score: Raw -185938.819017 + Penalty 2500.529631 = -183438.289386
  nChanged 21
		SP:Iteration 17Q (21646.200000 sec): 3 clusters
  Score: Raw -185948.696330 + Penalty 2500.529631 = -183448.166699
  nChanged 20
		SP:Iteration 18Q (21646.340000 sec): 3 clusters
  Score: Raw -185956.718267 + Penalty 2500.529631 = -183456.188636
  nChanged 15
		SP:Iteration 19Q (21646.500000 sec): 3 clusters
  Score: Raw -185966.894051 + Penalty 2500.529631 = -183466.364420
  nChanged 23
		SP:Iteration 20F (21646.630000 sec): 3 clusters
  Score: Raw -185981.626376 + Penalty 2500.529631 = -183481.096745
  nChanged 18
		SP:Iteration 21Q (21646.780000 sec): 3 clusters
  Score: Raw -185992.611998 + Penalty 2500.529631 = -183492.082367
  nChanged 20
		SP:Iteration 22Q (21646.890000 sec): 3 clusters
  Score: Raw -186005.176246 + Penalty 2500.529631 = -183504.646615
  nChanged 18
		SP:Iteration 23Q (21647.020000 sec): 3 clusters
  Score: Raw -186013.668900 + Penalty 2500.529631 = -183513.139269
  nChanged 15
		SP:Iteration 24Q (21647.170000 sec): 3 clusters
  Score: Raw -186021.463575 + Penalty 2500.529631 = -183520.933945
  nChanged 15
		SP:Iteration 25Q (21647.300000 sec): 3 clusters
  Score: Raw -186028.894083 + Penalty 2500.529631 = -183528.364452
  nChanged 14
		SP:Iteration 26Q (21647.440000 sec): 3 clusters
  Score: Raw -186036.491714 + Penalty 2500.529631 = -183535.962083
  nChanged 17
		SP:Iteration 27Q (21647.580000 sec): 3 clusters
  Score: Raw -186049.152803 + Penalty 2500.529631 = -183548.623172
  nChanged 20
		SP:Iteration 28Q (21647.700000 sec): 3 clusters
  Score: Raw -186063.496549 + Penalty 2500.529631 = -183562.966918
  nChanged 21
		SP:Iteration 29Q (21647.810000 sec): 3 clusters
  Score: Raw -186088.034069 + Penalty 2500.529631 = -183587.504438
  nChanged 31
		SP:Iteration 30Q (21647.910000 sec): 3 clusters
  Score: Raw -186111.915029 + Penalty 2500.529631 = -183611.385398
  nChanged 21
		SP:Iteration 31Q (21648.010000 sec): 3 clusters
  Score: Raw -186122.833499 + Penalty 2500.529631 = -183622.303868
  nChanged 9
		SP:Iteration 32Q (21648.150000 sec): 3 clusters
  Score: Raw -186128.093335 + Penalty 2500.529631 = -183627.563704
  nChanged 9
		SP:Iteration 33Q (21648.290000 sec): 3 clusters
  Score: Raw -186132.508915 + Penalty 2500.529631 = -183631.979284
  nChanged 4
		SP:Iteration 34Q (21648.410000 sec): 3 clusters
  Score: Raw -186133.847064 + Penalty 2500.529631 = -183633.317433
  nChanged 3
		SP:Iteration 35Q (21648.550000 sec): 3 clusters
  Score: Raw -186134.730165 + Penalty 2500.529631 = -183634.200535
  nChanged 3
		SP:Iteration 36Q (21648.690000 sec): 3 clusters
  Score: Raw -186136.013491 + Penalty 2500.529631 = -183635.483860
  nChanged 4
		SP:Iteration 37Q (21648.820000 sec): 3 clusters
  Score: Raw -186137.518767 + Penalty 2500.529631 = -183636.989136
  nChanged 1
		SP:Iteration 38Q (21648.960000 sec): 3 clusters
  Score: Raw -186138.330815 + Penalty 2500.529631 = -183637.801184
  nChanged 1
		SP:Iteration 39Q (21649.100000 sec): 3 clusters
  Score: Raw -186138.641276 + Penalty 2500.529631 = -183638.111645
  nChanged 0
		SP:Iteration 40F (21649.230000 sec): 3 clusters
  Score: Raw -186138.641276 + Penalty 2500.529631 = -183638.111645
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 106 (8799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21649.420000 sec): 2 clusters
  Score: Raw -832838.670178 + Penalty 1475.888921 = -831362.781257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21649.570000 sec): 3 clusters
  Score: Raw -827948.527405 + Penalty 2951.777841 = -824996.749564
  nChanged 3731
		SP:Iteration 1F (21649.850000 sec): 3 clusters
  Score: Raw -830058.571059 + Penalty 2951.777841 = -827106.793217
  nChanged 592
		SP:Iteration 2F (21650.010000 sec): 3 clusters
  Score: Raw -830352.098710 + Penalty 2951.777841 = -827400.320869
  nChanged 490
		SP:Iteration 3F (21650.250000 sec): 3 clusters
  Score: Raw -830598.441373 + Penalty 2951.777841 = -827646.663532
  nChanged 482
		SP:Iteration 4F (21650.450000 sec): 3 clusters
  Score: Raw -830889.156599 + Penalty 2951.777841 = -827937.378758
  nChanged 522
		SP:Iteration 5F (21650.610000 sec): 3 clusters
  Score: Raw -831242.608821 + Penalty 2951.777841 = -828290.830980
  nChanged 527
		SP:Iteration 6F (21650.770000 sec): 3 clusters
  Score: Raw -831613.016442 + Penalty 2951.777841 = -828661.238600
  nChanged 434
		SP:Iteration 7Q (21650.940000 sec): 3 clusters
  Score: Raw -831942.545872 + Penalty 2951.777841 = -828990.768031
  nChanged 392
		SP:Iteration 8Q (21651.100000 sec): 3 clusters
  Score: Raw -832229.772863 + Penalty 2951.777841 = -829277.995021
  nChanged 265
		SP:Iteration 9Q (21651.340000 sec): 3 clusters
  Score: Raw -832450.070699 + Penalty 2951.777841 = -829498.292858
  nChanged 216
		SP:Iteration 10Q (21651.540000 sec): 3 clusters
  Score: Raw -832632.768246 + Penalty 2951.777841 = -829680.990405
  nChanged 145
		SP:Iteration 11Q (21651.700000 sec): 3 clusters
  Score: Raw -832742.502303 + Penalty 2951.777841 = -829790.724462
  nChanged 89
		SP:Iteration 12Q (21651.960000 sec): 3 clusters
  Score: Raw -832815.642644 + Penalty 2951.777841 = -829863.864803
  nChanged 71
		SP:Iteration 13Q (21652.130000 sec): 3 clusters
  Score: Raw -832871.334224 + Penalty 2951.777841 = -829919.556383
  nChanged 53
		SP:Iteration 14Q (21652.360000 sec): 3 clusters
  Score: Raw -832916.625190 + Penalty 2951.777841 = -829964.847349
  nChanged 38
		SP:Iteration 15Q (21652.580000 sec): 3 clusters
  Score: Raw -832959.515280 + Penalty 2951.777841 = -830007.737438
  nChanged 43
		SP:Iteration 16Q (21652.780000 sec): 3 clusters
  Score: Raw -833003.503375 + Penalty 2951.777841 = -830051.725534
  nChanged 33
		SP:Iteration 17Q (21652.990000 sec): 3 clusters
  Score: Raw -833034.289815 + Penalty 2951.777841 = -830082.511974
  nChanged 17
		SP:Iteration 18Q (21653.150000 sec): 3 clusters
  Score: Raw -833049.186071 + Penalty 2951.777841 = -830097.408230
  nChanged 6
		SP:Iteration 19Q (21653.390000 sec): 3 clusters
  Score: Raw -833055.615524 + Penalty 2951.777841 = -830103.837683
  nChanged 8
		SP:Iteration 20F (21653.550000 sec): 3 clusters
  Score: Raw -833062.464214 + Penalty 2951.777841 = -830110.686372
  nChanged 9
		SP:Iteration 21Q (21653.790000 sec): 3 clusters
  Score: Raw -833070.058733 + Penalty 2951.777841 = -830118.280892
  nChanged 5
		SP:Iteration 22Q (21653.940000 sec): 3 clusters
  Score: Raw -833075.349881 + Penalty 2951.777841 = -830123.572040
  nChanged 4
		SP:Iteration 23Q (21654.170000 sec): 3 clusters
  Score: Raw -833080.025896 + Penalty 2951.777841 = -830128.248054
  nChanged 5
		SP:Iteration 24Q (21654.380000 sec): 3 clusters
  Score: Raw -833085.372771 + Penalty 2951.777841 = -830133.594930
  nChanged 3
		SP:Iteration 25Q (21654.560000 sec): 3 clusters
  Score: Raw -833087.761392 + Penalty 2951.777841 = -830135.983551
  nChanged 3
		SP:Iteration 26Q (21654.760000 sec): 3 clusters
  Score: Raw -833090.357842 + Penalty 2951.777841 = -830138.580001
  nChanged 3
		SP:Iteration 27Q (21654.920000 sec): 3 clusters
  Score: Raw -833092.435373 + Penalty 2951.777841 = -830140.657531
  nChanged 2
		SP:Iteration 28Q (21655.130000 sec): 3 clusters
  Score: Raw -833093.412308 + Penalty 2951.777841 = -830141.634467
  nChanged 1
		SP:Iteration 29Q (21655.350000 sec): 3 clusters
  Score: Raw -833094.226897 + Penalty 2951.777841 = -830142.449056
  nChanged 1
		SP:Iteration 30Q (21655.500000 sec): 3 clusters
  Score: Raw -833095.097349 + Penalty 2951.777841 = -830143.319508
  nChanged 0
		SP:Iteration 31F (21655.670000 sec): 3 clusters
  Score: Raw -833095.097349 + Penalty 2951.777841 = -830143.319508
  nChanged 0
Iteration 179Q (21827.310000 sec): 110 clusters
  Score: Raw -47029941.142797 + Penalty 235053.191730 = -46794887.951066
  nChanged 3535
Iteration 180F (22026.490000 sec): 110 clusters
  Score: Raw -47031817.588700 + Penalty 235053.191730 = -46796764.396970
  nChanged 3400
Iteration 181Q (22204.710000 sec): 110 clusters
  Score: Raw -47032836.231928 + Penalty 235053.191730 = -46797783.040197
  nChanged 2395
Iteration 182Q (22378.150000 sec): 110 clusters
  Score: Raw -47033398.575904 + Penalty 235053.191730 = -46798345.384174
  nChanged 1926
Iteration 183Q (22555.370000 sec): 110 clusters
  Score: Raw -47033783.147773 + Penalty 235053.191730 = -46798729.956042
  nChanged 1589
Iteration 184Q (22731.220000 sec): 110 clusters
  Score: Raw -47034081.345164 + Penalty 235053.191730 = -46799028.153434
  nChanged 1348
Iteration 185Q (22907.690000 sec): 110 clusters
  Score: Raw -47034328.396945 + Penalty 235053.191730 = -46799275.205214
  nChanged 1185
Iteration 186Q (23082.490000 sec): 110 clusters
  Score: Raw -47034532.356909 + Penalty 235053.191730 = -46799479.165178
  nChanged 1059
Iteration 187Q (23255.070000 sec): 110 clusters
  Score: Raw -47034712.083101 + Penalty 235053.191730 = -46799658.891371
  nChanged 946
Iteration 188Q (23434.490000 sec): 110 clusters
  Score: Raw -47034878.645515 + Penalty 235053.191730 = -46799825.453784
  nChanged 903
Iteration 189Q (23609.770000 sec): 110 clusters
  Score: Raw -47035042.000781 + Penalty 235053.191730 = -46799988.809051
  nChanged 801
Iteration 190Q (23780.960000 sec): 110 clusters
  Score: Raw -47035168.852994 + Penalty 235053.191730 = -46800115.661263
  nChanged 731
Iteration 191Q (23951.760000 sec): 110 clusters
  Score: Raw -47035273.913951 + Penalty 235053.191730 = -46800220.722221
  nChanged 684
Iteration 192Q (24128.740000 sec): 110 clusters
  Score: Raw -47035377.903271 + Penalty 235053.191730 = -46800324.711541
  nChanged 651
Iteration 193Q (24302.850000 sec): 110 clusters
  Score: Raw -47035473.213104 + Penalty 235053.191730 = -46800420.021374
  nChanged 661
Iteration 194Q (24478.430000 sec): 110 clusters
  Score: Raw -47035572.901190 + Penalty 235053.191730 = -46800519.709460
  nChanged 664
Iteration 195Q (24650.480000 sec): 110 clusters
  Score: Raw -47035670.376922 + Penalty 235053.191730 = -46800617.185192
  nChanged 630
Iteration 196Q (24824.040000 sec): 110 clusters
  Score: Raw -47035760.764694 + Penalty 235053.191730 = -46800707.572964
  nChanged 567
Iteration 197Q (24999.450000 sec): 110 clusters
  Score: Raw -47035840.032544 + Penalty 235053.191730 = -46800786.840813
  nChanged 514
Iteration 198Q (25173.030000 sec): 110 clusters
  Score: Raw -47035913.020282 + Penalty 235053.191730 = -46800859.828552
  nChanged 474
Iteration 199Q (25345.550000 sec): 110 clusters
  Score: Raw -47035978.711056 + Penalty 235053.191730 = -46800925.519325
  nChanged 494
Iteration 200F (25546.170000 sec): 110 clusters
  Score: Raw -47036060.225476 + Penalty 235053.191730 = -46801007.033746
  nChanged 518
Iteration 201Q (25720.640000 sec): 110 clusters
  Score: Raw -47036134.960857 + Penalty 235053.191730 = -46801081.769126
  nChanged 420
Iteration 202Q (25896.520000 sec): 110 clusters
  Score: Raw -47036193.067369 + Penalty 235053.191730 = -46801139.875638
  nChanged 380
Iteration 203Q (26078.130000 sec): 110 clusters
  Score: Raw -47036246.503180 + Penalty 235053.191730 = -46801193.311450
  nChanged 378
Iteration 204Q (26254.770000 sec): 110 clusters
  Score: Raw -47036295.699982 + Penalty 235053.191730 = -46801242.508252
  nChanged 348
Iteration 205Q (26429.210000 sec): 110 clusters
  Score: Raw -47036343.653607 + Penalty 235053.191730 = -46801290.461876
  nChanged 388
Iteration 206Q (26604.500000 sec): 110 clusters
  Score: Raw -47036394.915146 + Penalty 235053.191730 = -46801341.723416
  nChanged 365
Iteration 207Q (26778.930000 sec): 110 clusters
  Score: Raw -47036439.374442 + Penalty 235053.191730 = -46801386.182712
  nChanged 358
Iteration 208Q (26953.250000 sec): 110 clusters
  Score: Raw -47036484.770140 + Penalty 235053.191730 = -46801431.578410
  nChanged 341
Iteration 209Q (27125.580000 sec): 110 clusters
  Score: Raw -47036529.422324 + Penalty 235053.191730 = -46801476.230593
  nChanged 333
Iteration 210Q (27297.400000 sec): 110 clusters
  Score: Raw -47036572.732982 + Penalty 235053.191730 = -46801519.541252
  nChanged 299
Iteration 211Q (27474.300000 sec): 110 clusters
  Score: Raw -47036611.166029 + Penalty 235053.191730 = -46801557.974299
  nChanged 280
Iteration 212Q (27643.040000 sec): 110 clusters
  Score: Raw -47036645.844867 + Penalty 235053.191730 = -46801592.653136
  nChanged 272
Iteration 213Q (27824.380000 sec): 110 clusters
  Score: Raw -47036680.371245 + Penalty 235053.191730 = -46801627.179514
  nChanged 230
Iteration 214Q (28006.940000 sec): 110 clusters
  Score: Raw -47036706.556174 + Penalty 235053.191730 = -46801653.364444
  nChanged 203
Iteration 215Q (28184.070000 sec): 110 clusters
  Score: Raw -47036729.487222 + Penalty 235053.191730 = -46801676.295492
  nChanged 196
Iteration 216Q (28362.070000 sec): 110 clusters
  Score: Raw -47036752.394733 + Penalty 235053.191730 = -46801699.203003
  nChanged 197
Iteration 217Q (28532.630000 sec): 110 clusters
  Score: Raw -47036776.364299 + Penalty 235053.191730 = -46801723.172568
  nChanged 188
Iteration 218Q (28706.960000 sec): 110 clusters
  Score: Raw -47036800.049481 + Penalty 235053.191730 = -46801746.857751
  nChanged 177
Writing temp clu file 
Because OldScore, -46801723.172568, is greater than current (better) Score,-46801746.857751 
 Compute initial score before splitting:   Score: Raw -47036800.049481 + Penalty 235053.191730 = -46801746.857751
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (3581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28707.090000 sec): 2 clusters
  Score: Raw -302302.612519 + Penalty 1329.802073 = -300972.810447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28707.270000 sec): 3 clusters
  Score: Raw -300595.002431 + Penalty 2659.604145 = -297935.398285
  nChanged 1359
		SP:Iteration 1F (28707.410000 sec): 3 clusters
  Score: Raw -301494.524136 + Penalty 2659.604145 = -298834.919991
  nChanged 326
		SP:Iteration 2F (28707.560000 sec): 3 clusters
  Score: Raw -301786.123773 + Penalty 2659.604145 = -299126.519628
  nChanged 244
		SP:Iteration 3F (28707.700000 sec): 3 clusters
  Score: Raw -301980.195294 + Penalty 2659.604145 = -299320.591149
  nChanged 180
		SP:Iteration 4F (28707.840000 sec): 3 clusters
  Score: Raw -302104.822965 + Penalty 2659.604145 = -299445.218820
  nChanged 156
		SP:Iteration 5Q (28707.980000 sec): 3 clusters
  Score: Raw -302233.393096 + Penalty 2659.604145 = -299573.788951
  nChanged 142
		SP:Iteration 6Q (28708.130000 sec): 3 clusters
  Score: Raw -302341.990997 + Penalty 2659.604145 = -299682.386852
  nChanged 113
		SP:Iteration 7Q (28708.270000 sec): 3 clusters
  Score: Raw -302435.376450 + Penalty 2659.604145 = -299775.772305
  nChanged 108
		SP:Iteration 8Q (28708.420000 sec): 3 clusters
  Score: Raw -302519.340611 + Penalty 2659.604145 = -299859.736466
  nChanged 92
		SP:Iteration 9Q (28708.560000 sec): 3 clusters
  Score: Raw -302587.074222 + Penalty 2659.604145 = -299927.470077
  nChanged 75
		SP:Iteration 10Q (28708.700000 sec): 3 clusters
  Score: Raw -302629.820683 + Penalty 2659.604145 = -299970.216538
  nChanged 63
		SP:Iteration 11Q (28708.870000 sec): 3 clusters
  Score: Raw -302666.163998 + Penalty 2659.604145 = -300006.559853
  nChanged 57
		SP:Iteration 12Q (28709.030000 sec): 3 clusters
  Score: Raw -302702.468781 + Penalty 2659.604145 = -300042.864636
  nChanged 47
		SP:Iteration 13Q (28709.170000 sec): 3 clusters
  Score: Raw -302739.011187 + Penalty 2659.604145 = -300079.407042
  nChanged 53
		SP:Iteration 14Q (28709.320000 sec): 3 clusters
  Score: Raw -302775.210828 + Penalty 2659.604145 = -300115.606683
  nChanged 55
		SP:Iteration 15Q (28709.490000 sec): 3 clusters
  Score: Raw -302824.381068 + Penalty 2659.604145 = -300164.776923
  nChanged 59
		SP:Iteration 16Q (28709.640000 sec): 3 clusters
  Score: Raw -302884.092089 + Penalty 2659.604145 = -300224.487943
  nChanged 56
		SP:Iteration 17Q (28709.780000 sec): 3 clusters
  Score: Raw -302928.285459 + Penalty 2659.604145 = -300268.681313
  nChanged 46
		SP:Iteration 18Q (28709.930000 sec): 3 clusters
  Score: Raw -302958.872528 + Penalty 2659.604145 = -300299.268383
  nChanged 40
		SP:Iteration 19Q (28710.080000 sec): 3 clusters
  Score: Raw -302977.172864 + Penalty 2659.604145 = -300317.568718
  nChanged 24
		SP:Iteration 20F (28710.230000 sec): 3 clusters
  Score: Raw -302989.650566 + Penalty 2659.604145 = -300330.046421
  nChanged 22
		SP:Iteration 21Q (28710.380000 sec): 3 clusters
  Score: Raw -303000.485055 + Penalty 2659.604145 = -300340.880910
  nChanged 21
		SP:Iteration 22Q (28710.520000 sec): 3 clusters
  Score: Raw -303012.607156 + Penalty 2659.604145 = -300353.003011
  nChanged 23
		SP:Iteration 23Q (28710.670000 sec): 3 clusters
  Score: Raw -303024.678896 + Penalty 2659.604145 = -300365.074751
  nChanged 21
		SP:Iteration 24Q (28710.820000 sec): 3 clusters
  Score: Raw -303033.157973 + Penalty 2659.604145 = -300373.553828
  nChanged 20
		SP:Iteration 25Q (28710.960000 sec): 3 clusters
  Score: Raw -303043.412768 + Penalty 2659.604145 = -300383.808623
  nChanged 24
		SP:Iteration 26Q (28711.110000 sec): 3 clusters
  Score: Raw -303056.806695 + Penalty 2659.604145 = -300397.202550
  nChanged 25
		SP:Iteration 27Q (28711.260000 sec): 3 clusters
  Score: Raw -303068.000066 + Penalty 2659.604145 = -300408.395921
  nChanged 27
		SP:Iteration 28Q (28711.400000 sec): 3 clusters
  Score: Raw -303080.339013 + Penalty 2659.604145 = -300420.734868
  nChanged 27
		SP:Iteration 29Q (28711.540000 sec): 3 clusters
  Score: Raw -303098.671278 + Penalty 2659.604145 = -300439.067133
  nChanged 31
		SP:Iteration 30Q (28711.690000 sec): 3 clusters
  Score: Raw -303121.341598 + Penalty 2659.604145 = -300461.737453
  nChanged 37
		SP:Iteration 31Q (28711.830000 sec): 3 clusters
  Score: Raw -303143.605497 + Penalty 2659.604145 = -300484.001352
  nChanged 31
		SP:Iteration 32Q (28711.980000 sec): 3 clusters
  Score: Raw -303155.403539 + Penalty 2659.604145 = -300495.799394
  nChanged 18
		SP:Iteration 33Q (28712.120000 sec): 3 clusters
  Score: Raw -303164.923505 + Penalty 2659.604145 = -300505.319359
  nChanged 20
		SP:Iteration 34Q (28712.260000 sec): 3 clusters
  Score: Raw -303173.407422 + Penalty 2659.604145 = -300513.803277
  nChanged 17
		SP:Iteration 35Q (28712.410000 sec): 3 clusters
  Score: Raw -303182.611822 + Penalty 2659.604145 = -300523.007677
  nChanged 20
		SP:Iteration 36Q (28712.550000 sec): 3 clusters
  Score: Raw -303194.878355 + Penalty 2659.604145 = -300535.274210
  nChanged 14
		SP:Iteration 37Q (28712.700000 sec): 3 clusters
  Score: Raw -303200.031535 + Penalty 2659.604145 = -300540.427389
  nChanged 8
		SP:Iteration 38Q (28712.840000 sec): 3 clusters
  Score: Raw -303203.746573 + Penalty 2659.604145 = -300544.142428
  nChanged 14
		SP:Iteration 39Q (28712.980000 sec): 3 clusters
  Score: Raw -303213.760645 + Penalty 2659.604145 = -300554.156499
  nChanged 14
		SP:Iteration 40F (28713.130000 sec): 3 clusters
  Score: Raw -303221.152648 + Penalty 2659.604145 = -300561.548502
  nChanged 14
		SP:Iteration 41Q (28713.270000 sec): 3 clusters
  Score: Raw -303227.457463 + Penalty 2659.604145 = -300567.853318
  nChanged 16
		SP:Iteration 42Q (28713.420000 sec): 3 clusters
  Score: Raw -303234.486381 + Penalty 2659.604145 = -300574.882236
  nChanged 17
		SP:Iteration 43Q (28713.560000 sec): 3 clusters
  Score: Raw -303239.651439 + Penalty 2659.604145 = -300580.047294
  nChanged 8
		SP:Iteration 44Q (28713.700000 sec): 3 clusters
  Score: Raw -303243.322935 + Penalty 2659.604145 = -300583.718789
  nChanged 7
		SP:Iteration 45Q (28713.840000 sec): 3 clusters
  Score: Raw -303246.132203 + Penalty 2659.604145 = -300586.528058
  nChanged 5
		SP:Iteration 46Q (28713.990000 sec): 3 clusters
  Score: Raw -303248.652357 + Penalty 2659.604145 = -300589.048212
  nChanged 10
		SP:Iteration 47Q (28714.130000 sec): 3 clusters
  Score: Raw -303253.903518 + Penalty 2659.604145 = -300594.299373
  nChanged 14
		SP:Iteration 48Q (28714.280000 sec): 3 clusters
  Score: Raw -303266.148953 + Penalty 2659.604145 = -300606.544808
  nChanged 13
		SP:Iteration 49Q (28714.420000 sec): 3 clusters
  Score: Raw -303277.803925 + Penalty 2659.604145 = -300618.199780
  nChanged 23
		SP:Iteration 50Q (28714.560000 sec): 3 clusters
  Score: Raw -303307.602338 + Penalty 2659.604145 = -300647.998193
  nChanged 30
		SP:Iteration 51Q (28714.710000 sec): 3 clusters
  Score: Raw -303361.420120 + Penalty 2659.604145 = -300701.815974
  nChanged 30
		SP:Iteration 52Q (28714.850000 sec): 3 clusters
  Score: Raw -303388.217982 + Penalty 2659.604145 = -300728.613836
  nChanged 19
		SP:Iteration 53Q (28715.000000 sec): 3 clusters
  Score: Raw -303400.860263 + Penalty 2659.604145 = -300741.256117
  nChanged 14
		SP:Iteration 54Q (28715.140000 sec): 3 clusters
  Score: Raw -303407.498746 + Penalty 2659.604145 = -300747.894600
  nChanged 10
		SP:Iteration 55Q (28715.280000 sec): 3 clusters
  Score: Raw -303411.674781 + Penalty 2659.604145 = -300752.070636
  nChanged 4
		SP:Iteration 56Q (28715.430000 sec): 3 clusters
  Score: Raw -303412.499911 + Penalty 2659.604145 = -300752.895766
  nChanged 1
		SP:Iteration 57Q (28715.570000 sec): 3 clusters
  Score: Raw -303412.693398 + Penalty 2659.604145 = -300753.089253
  nChanged 0
		SP:Iteration 58F (28715.720000 sec): 3 clusters
  Score: Raw -303412.693398 + Penalty 2659.604145 = -300753.089253
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28715.780000 sec): 2 clusters
  Score: Raw -37074.726737 + Penalty 1017.802218 = -36056.924519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28715.930000 sec): 3 clusters
  Score: Raw -37015.493290 + Penalty 2035.604435 = -34979.888855
  nChanged 147
		SP:Iteration 1F (28716.070000 sec): 3 clusters
  Score: Raw -37285.645873 + Penalty 2035.604435 = -35250.041437
  nChanged 49
		SP:Iteration 2F (28716.220000 sec): 3 clusters
  Score: Raw -37371.098961 + Penalty 2035.604435 = -35335.494525
  nChanged 20
		SP:Iteration 3Q (28716.360000 sec): 3 clusters
  Score: Raw -37423.021678 + Penalty 2035.604435 = -35387.417243
  nChanged 14
		SP:Iteration 4Q (28716.500000 sec): 3 clusters
  Score: Raw -37453.072396 + Penalty 2035.604435 = -35417.467961
  nChanged 14
		SP:Iteration 5Q (28716.650000 sec): 3 clusters
  Score: Raw -37487.057200 + Penalty 2035.604435 = -35451.452765
  nChanged 8
		SP:Iteration 6Q (28716.790000 sec): 3 clusters
  Score: Raw -37512.785116 + Penalty 2035.604435 = -35477.180680
  nChanged 6
		SP:Iteration 7Q (28716.940000 sec): 3 clusters
  Score: Raw -37525.228309 + Penalty 2035.604435 = -35489.623873
  nChanged 5
		SP:Iteration 8Q (28717.080000 sec): 3 clusters
  Score: Raw -37532.975807 + Penalty 2035.604435 = -35497.371371
  nChanged 5
		SP:Iteration 9Q (28717.220000 sec): 3 clusters
  Score: Raw -37541.519543 + Penalty 2035.604435 = -35505.915108
  nChanged 3
		SP:Iteration 10Q (28717.370000 sec): 3 clusters
  Score: Raw -37545.367465 + Penalty 2035.604435 = -35509.763030
  nChanged 3
		SP:Iteration 11Q (28717.510000 sec): 3 clusters
  Score: Raw -37548.921563 + Penalty 2035.604435 = -35513.317128
  nChanged 1
		SP:Iteration 12Q (28717.660000 sec): 3 clusters
  Score: Raw -37549.979731 + Penalty 2035.604435 = -35514.375296
  nChanged 0
		SP:Iteration 13F (28717.800000 sec): 3 clusters
  Score: Raw -37549.979731 + Penalty 2035.604435 = -35514.375296
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (5014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28717.880000 sec): 2 clusters
  Score: Raw -373143.561514 + Penalty 1384.498258 = -371759.063256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28718.030000 sec): 3 clusters
  Score: Raw -370505.509161 + Penalty 2768.996516 = -367736.512645
  nChanged 2034
		SP:Iteration 1F (28718.170000 sec): 3 clusters
  Score: Raw -371837.611206 + Penalty 2768.996516 = -369068.614691
  nChanged 472
		SP:Iteration 2F (28718.320000 sec): 3 clusters
  Score: Raw -372253.692086 + Penalty 2768.996516 = -369484.695570
  nChanged 374
		SP:Iteration 3F (28718.460000 sec): 3 clusters
  Score: Raw -372547.971724 + Penalty 2768.996516 = -369778.975208
  nChanged 322
		SP:Iteration 4F (28718.600000 sec): 3 clusters
  Score: Raw -372784.147649 + Penalty 2768.996516 = -370015.151133
  nChanged 257
		SP:Iteration 5F (28718.740000 sec): 3 clusters
  Score: Raw -372946.184137 + Penalty 2768.996516 = -370177.187621
  nChanged 205
		SP:Iteration 6Q (28718.920000 sec): 3 clusters
  Score: Raw -373071.743934 + Penalty 2768.996516 = -370302.747418
  nChanged 165
		SP:Iteration 7Q (28719.070000 sec): 3 clusters
  Score: Raw -373183.314965 + Penalty 2768.996516 = -370414.318450
  nChanged 147
		SP:Iteration 8Q (28719.210000 sec): 3 clusters
  Score: Raw -373274.925509 + Penalty 2768.996516 = -370505.928994
  nChanged 126
		SP:Iteration 9Q (28719.350000 sec): 3 clusters
  Score: Raw -373356.081961 + Penalty 2768.996516 = -370587.085446
  nChanged 110
		SP:Iteration 10Q (28719.500000 sec): 3 clusters
  Score: Raw -373448.962653 + Penalty 2768.996516 = -370679.966137
  nChanged 109
		SP:Iteration 11Q (28719.640000 sec): 3 clusters
  Score: Raw -373526.010902 + Penalty 2768.996516 = -370757.014387
  nChanged 118
		SP:Iteration 12Q (28719.820000 sec): 3 clusters
  Score: Raw -373578.741535 + Penalty 2768.996516 = -370809.745019
  nChanged 89
		SP:Iteration 13Q (28719.960000 sec): 3 clusters
  Score: Raw -373622.765002 + Penalty 2768.996516 = -370853.768487
  nChanged 78
		SP:Iteration 14Q (28720.100000 sec): 3 clusters
  Score: Raw -373652.691952 + Penalty 2768.996516 = -370883.695437
  nChanged 58
		SP:Iteration 15Q (28720.240000 sec): 3 clusters
  Score: Raw -373675.867942 + Penalty 2768.996516 = -370906.871427
  nChanged 53
		SP:Iteration 16Q (28720.390000 sec): 3 clusters
  Score: Raw -373699.684797 + Penalty 2768.996516 = -370930.688281
  nChanged 51
		SP:Iteration 17Q (28720.530000 sec): 3 clusters
  Score: Raw -373720.879508 + Penalty 2768.996516 = -370951.882993
  nChanged 40
		SP:Iteration 18Q (28720.680000 sec): 3 clusters
  Score: Raw -373735.667874 + Penalty 2768.996516 = -370966.671359
  nChanged 42
		SP:Iteration 19Q (28720.820000 sec): 3 clusters
  Score: Raw -373752.242143 + Penalty 2768.996516 = -370983.245628
  nChanged 49
		SP:Iteration 20F (28720.960000 sec): 3 clusters
  Score: Raw -373779.204911 + Penalty 2768.996516 = -371010.208395
  nChanged 57
		SP:Iteration 21Q (28721.100000 sec): 3 clusters
  Score: Raw -373814.101916 + Penalty 2768.996516 = -371045.105400
  nChanged 65
		SP:Iteration 22Q (28721.250000 sec): 3 clusters
  Score: Raw -373848.877222 + Penalty 2768.996516 = -371079.880707
  nChanged 52
		SP:Iteration 23Q (28721.390000 sec): 3 clusters
  Score: Raw -373869.041301 + Penalty 2768.996516 = -371100.044785
  nChanged 44
		SP:Iteration 24Q (28721.540000 sec): 3 clusters
  Score: Raw -373884.156719 + Penalty 2768.996516 = -371115.160204
  nChanged 34
		SP:Iteration 25Q (28721.680000 sec): 3 clusters
  Score: Raw -373893.650642 + Penalty 2768.996516 = -371124.654126
  nChanged 17
		SP:Iteration 26Q (28721.820000 sec): 3 clusters
  Score: Raw -373898.665362 + Penalty 2768.996516 = -371129.668847
  nChanged 17
		SP:Iteration 27Q (28721.960000 sec): 3 clusters
  Score: Raw -373902.784474 + Penalty 2768.996516 = -371133.787958
  nChanged 15
		SP:Iteration 28Q (28722.110000 sec): 3 clusters
  Score: Raw -373907.486847 + Penalty 2768.996516 = -371138.490331
  nChanged 12
		SP:Iteration 29Q (28722.250000 sec): 3 clusters
  Score: Raw -373911.054737 + Penalty 2768.996516 = -371142.058221
  nChanged 6
		SP:Iteration 30Q (28722.390000 sec): 3 clusters
  Score: Raw -373913.180215 + Penalty 2768.996516 = -371144.183700
  nChanged 11
		SP:Iteration 31Q (28722.540000 sec): 3 clusters
  Score: Raw -373915.641479 + Penalty 2768.996516 = -371146.644963
  nChanged 5
		SP:Iteration 32Q (28722.670000 sec): 3 clusters
  Score: Raw -373916.795887 + Penalty 2768.996516 = -371147.799372
  nChanged 7
		SP:Iteration 33Q (28722.820000 sec): 3 clusters
  Score: Raw -373918.434295 + Penalty 2768.996516 = -371149.437780
  nChanged 5
		SP:Iteration 34Q (28722.970000 sec): 3 clusters
  Score: Raw -373920.009292 + Penalty 2768.996516 = -371151.012776
  nChanged 9
		SP:Iteration 35Q (28723.110000 sec): 3 clusters
  Score: Raw -373922.281616 + Penalty 2768.996516 = -371153.285100
  nChanged 11
		SP:Iteration 36Q (28723.260000 sec): 3 clusters
  Score: Raw -373924.379643 + Penalty 2768.996516 = -371155.383128
  nChanged 8
		SP:Iteration 37Q (28723.410000 sec): 3 clusters
  Score: Raw -373926.622258 + Penalty 2768.996516 = -371157.625743
  nChanged 3
		SP:Iteration 38Q (28723.550000 sec): 3 clusters
  Score: Raw -373927.132741 + Penalty 2768.996516 = -371158.136225
  nChanged 5
		SP:Iteration 39Q (28723.700000 sec): 3 clusters
  Score: Raw -373927.966228 + Penalty 2768.996516 = -371158.969713
  nChanged 7
		SP:Iteration 40F (28723.880000 sec): 3 clusters
  Score: Raw -373929.609832 + Penalty 2768.996516 = -371160.613317
  nChanged 6
		SP:Iteration 41Q (28724.030000 sec): 3 clusters
  Score: Raw -373930.721801 + Penalty 2768.996516 = -371161.725285
  nChanged 6
		SP:Iteration 42Q (28724.170000 sec): 3 clusters
  Score: Raw -373931.668536 + Penalty 2768.996516 = -371162.672020
  nChanged 3
		SP:Iteration 43Q (28724.310000 sec): 3 clusters
  Score: Raw -373932.001616 + Penalty 2768.996516 = -371163.005100
  nChanged 2
		SP:Iteration 44Q (28724.450000 sec): 3 clusters
  Score: Raw -373932.192612 + Penalty 2768.996516 = -371163.196096
  nChanged 0
		SP:Iteration 45F (28724.600000 sec): 3 clusters
  Score: Raw -373932.192612 + Penalty 2768.996516 = -371163.196096
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (2139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28724.660000 sec): 2 clusters
  Score: Raw -198956.605891 + Penalty 1246.065228 = -197710.540663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28724.810000 sec): 3 clusters
  Score: Raw -198048.150429 + Penalty 2492.130455 = -195556.019974
  nChanged 780
		SP:Iteration 1F (28724.950000 sec): 3 clusters
  Score: Raw -198592.917395 + Penalty 2492.130455 = -196100.786939
  nChanged 201
		SP:Iteration 2F (28725.090000 sec): 3 clusters
  Score: Raw -198780.005772 + Penalty 2492.130455 = -196287.875317
  nChanged 128
		SP:Iteration 3F (28725.240000 sec): 3 clusters
  Score: Raw -198896.710064 + Penalty 2492.130455 = -196404.579609
  nChanged 103
		SP:Iteration 4Q (28725.390000 sec): 3 clusters
  Score: Raw -198985.639157 + Penalty 2492.130455 = -196493.508702
  nChanged 92
		SP:Iteration 5Q (28725.530000 sec): 3 clusters
  Score: Raw -199052.512732 + Penalty 2492.130455 = -196560.382277
  nChanged 46
		SP:Iteration 6Q (28725.670000 sec): 3 clusters
  Score: Raw -199083.620962 + Penalty 2492.130455 = -196591.490507
  nChanged 37
		SP:Iteration 7Q (28725.810000 sec): 3 clusters
  Score: Raw -199106.411006 + Penalty 2492.130455 = -196614.280550
  nChanged 32
		SP:Iteration 8Q (28725.960000 sec): 3 clusters
  Score: Raw -199127.193404 + Penalty 2492.130455 = -196635.062949
  nChanged 31
		SP:Iteration 9Q (28726.100000 sec): 3 clusters
  Score: Raw -199154.646779 + Penalty 2492.130455 = -196662.516323
  nChanged 27
		SP:Iteration 10Q (28726.250000 sec): 3 clusters
  Score: Raw -199171.054447 + Penalty 2492.130455 = -196678.923992
  nChanged 19
		SP:Iteration 11Q (28726.390000 sec): 3 clusters
  Score: Raw -199183.445720 + Penalty 2492.130455 = -196691.315265
  nChanged 16
		SP:Iteration 12Q (28726.530000 sec): 3 clusters
  Score: Raw -199192.709779 + Penalty 2492.130455 = -196700.579324
  nChanged 15
		SP:Iteration 13Q (28726.680000 sec): 3 clusters
  Score: Raw -199199.519419 + Penalty 2492.130455 = -196707.388963
  nChanged 13
		SP:Iteration 14Q (28726.820000 sec): 3 clusters
  Score: Raw -199206.619080 + Penalty 2492.130455 = -196714.488625
  nChanged 9
		SP:Iteration 15Q (28726.970000 sec): 3 clusters
  Score: Raw -199212.100009 + Penalty 2492.130455 = -196719.969553
  nChanged 11
		SP:Iteration 16Q (28727.110000 sec): 3 clusters
  Score: Raw -199218.014770 + Penalty 2492.130455 = -196725.884314
  nChanged 13
		SP:Iteration 17Q (28727.250000 sec): 3 clusters
  Score: Raw -199225.381480 + Penalty 2492.130455 = -196733.251025
  nChanged 9
		SP:Iteration 18Q (28727.400000 sec): 3 clusters
  Score: Raw -199230.850615 + Penalty 2492.130455 = -196738.720160
  nChanged 9
		SP:Iteration 19Q (28727.540000 sec): 3 clusters
  Score: Raw -199235.056106 + Penalty 2492.130455 = -196742.925650
  nChanged 8
		SP:Iteration 20F (28727.690000 sec): 3 clusters
  Score: Raw -199238.304319 + Penalty 2492.130455 = -196746.173863
  nChanged 7
		SP:Iteration 21Q (28727.830000 sec): 3 clusters
  Score: Raw -199241.802837 + Penalty 2492.130455 = -196749.672382
  nChanged 8
		SP:Iteration 22Q (28727.970000 sec): 3 clusters
  Score: Raw -199246.782386 + Penalty 2492.130455 = -196754.651931
  nChanged 10
		SP:Iteration 23Q (28728.120000 sec): 3 clusters
  Score: Raw -199253.412576 + Penalty 2492.130455 = -196761.282120
  nChanged 7
		SP:Iteration 24Q (28728.270000 sec): 3 clusters
  Score: Raw -199257.298358 + Penalty 2492.130455 = -196765.167903
  nChanged 4
		SP:Iteration 25Q (28728.410000 sec): 3 clusters
  Score: Raw -199258.944187 + Penalty 2492.130455 = -196766.813732
  nChanged 5
		SP:Iteration 26Q (28728.550000 sec): 3 clusters
  Score: Raw -199261.912441 + Penalty 2492.130455 = -196769.781986
  nChanged 5
		SP:Iteration 27Q (28728.690000 sec): 3 clusters
  Score: Raw -199266.047679 + Penalty 2492.130455 = -196773.917223
  nChanged 3
		SP:Iteration 28Q (28728.840000 sec): 3 clusters
  Score: Raw -199268.034208 + Penalty 2492.130455 = -196775.903753
  nChanged 2
		SP:Iteration 29Q (28728.980000 sec): 3 clusters
  Score: Raw -199269.413166 + Penalty 2492.130455 = -196777.282710
  nChanged 1
		SP:Iteration 30Q (28729.130000 sec): 3 clusters
  Score: Raw -199269.677253 + Penalty 2492.130455 = -196777.546797
  nChanged 1
		SP:Iteration 31Q (28729.270000 sec): 3 clusters
  Score: Raw -199270.153601 + Penalty 2492.130455 = -196778.023146
  nChanged 1
		SP:Iteration 32Q (28729.410000 sec): 3 clusters
  Score: Raw -199270.638882 + Penalty 2492.130455 = -196778.508427
  nChanged 1
		SP:Iteration 33Q (28729.550000 sec): 3 clusters
  Score: Raw -199271.012607 + Penalty 2492.130455 = -196778.882151
  nChanged 1
		SP:Iteration 34Q (28729.690000 sec): 3 clusters
  Score: Raw -199271.320302 + Penalty 2492.130455 = -196779.189847
  nChanged 0
		SP:Iteration 35F (28729.810000 sec): 3 clusters
  Score: Raw -199271.320302 + Penalty 2492.130455 = -196779.189847
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (7484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28729.900000 sec): 2 clusters
  Score: Raw -629951.079019 + Penalty 1449.584937 = -628501.494082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28730.060000 sec): 3 clusters
  Score: Raw -625859.863069 + Penalty 2899.169873 = -622960.693195
  nChanged 3224
		SP:Iteration 1F (28730.210000 sec): 3 clusters
  Score: Raw -627728.848727 + Penalty 2899.169873 = -624829.678854
  nChanged 662
		SP:Iteration 2F (28730.380000 sec): 3 clusters
  Score: Raw -628342.497970 + Penalty 2899.169873 = -625443.328097
  nChanged 631
		SP:Iteration 3F (28730.550000 sec): 3 clusters
  Score: Raw -628932.915271 + Penalty 2899.169873 = -626033.745397
  nChanged 586
		SP:Iteration 4F (28730.720000 sec): 3 clusters
  Score: Raw -629427.422795 + Penalty 2899.169873 = -626528.252922
  nChanged 456
		SP:Iteration 5F (28730.890000 sec): 3 clusters
  Score: Raw -629711.510961 + Penalty 2899.169873 = -626812.341087
  nChanged 330
		SP:Iteration 6Q (28731.060000 sec): 3 clusters
  Score: Raw -629874.520466 + Penalty 2899.169873 = -626975.350592
  nChanged 253
		SP:Iteration 7Q (28731.230000 sec): 3 clusters
  Score: Raw -629991.884691 + Penalty 2899.169873 = -627092.714817
  nChanged 192
		SP:Iteration 8Q (28731.390000 sec): 3 clusters
  Score: Raw -630073.362925 + Penalty 2899.169873 = -627174.193051
  nChanged 154
		SP:Iteration 9Q (28731.560000 sec): 3 clusters
  Score: Raw -630131.474227 + Penalty 2899.169873 = -627232.304354
  nChanged 133
		SP:Iteration 10Q (28731.730000 sec): 3 clusters
  Score: Raw -630183.857746 + Penalty 2899.169873 = -627284.687872
  nChanged 121
		SP:Iteration 11Q (28731.900000 sec): 3 clusters
  Score: Raw -630230.058835 + Penalty 2899.169873 = -627330.888961
  nChanged 110
		SP:Iteration 12Q (28732.070000 sec): 3 clusters
  Score: Raw -630276.970716 + Penalty 2899.169873 = -627377.800843
  nChanged 105
		SP:Iteration 13Q (28732.240000 sec): 3 clusters
  Score: Raw -630318.238435 + Penalty 2899.169873 = -627419.068562
  nChanged 98
		SP:Iteration 14Q (28732.490000 sec): 3 clusters
  Score: Raw -630364.636790 + Penalty 2899.169873 = -627465.466916
  nChanged 106
		SP:Iteration 15Q (28732.620000 sec): 3 clusters
  Score: Raw -630415.157911 + Penalty 2899.169873 = -627515.988037
  nChanged 120
		SP:Iteration 16Q (28732.800000 sec): 3 clusters
  Score: Raw -630468.815296 + Penalty 2899.169873 = -627569.645422
  nChanged 104
		SP:Iteration 17Q (28732.980000 sec): 3 clusters
  Score: Raw -630507.343168 + Penalty 2899.169873 = -627608.173295
  nChanged 77
		SP:Iteration 18Q (28733.140000 sec): 3 clusters
  Score: Raw -630532.578886 + Penalty 2899.169873 = -627633.409013
  nChanged 65
		SP:Iteration 19Q (28733.320000 sec): 3 clusters
  Score: Raw -630552.977945 + Penalty 2899.169873 = -627653.808071
  nChanged 60
		SP:Iteration 20F (28733.580000 sec): 3 clusters
  Score: Raw -630574.149528 + Penalty 2899.169873 = -627674.979654
  nChanged 60
		SP:Iteration 21Q (28733.740000 sec): 3 clusters
  Score: Raw -630598.679598 + Penalty 2899.169873 = -627699.509725
  nChanged 58
		SP:Iteration 22Q (28733.930000 sec): 3 clusters
  Score: Raw -630617.720089 + Penalty 2899.169873 = -627718.550215
  nChanged 48
		SP:Iteration 23Q (28734.120000 sec): 3 clusters
  Score: Raw -630635.086861 + Penalty 2899.169873 = -627735.916988
  nChanged 50
		SP:Iteration 24Q (28734.300000 sec): 3 clusters
  Score: Raw -630647.751488 + Penalty 2899.169873 = -627748.581615
  nChanged 39
		SP:Iteration 25Q (28734.490000 sec): 3 clusters
  Score: Raw -630658.648130 + Penalty 2899.169873 = -627759.478257
  nChanged 37
		SP:Iteration 26Q (28734.670000 sec): 3 clusters
  Score: Raw -630668.532456 + Penalty 2899.169873 = -627769.362583
  nChanged 31
		SP:Iteration 27Q (28734.860000 sec): 3 clusters
  Score: Raw -630677.442670 + Penalty 2899.169873 = -627778.272796
  nChanged 22
		SP:Iteration 28Q (28735.050000 sec): 3 clusters
  Score: Raw -630684.450740 + Penalty 2899.169873 = -627785.280867
  nChanged 20
		SP:Iteration 29Q (28735.240000 sec): 3 clusters
  Score: Raw -630690.610810 + Penalty 2899.169873 = -627791.440937
  nChanged 26
		SP:Iteration 30Q (28735.440000 sec): 3 clusters
  Score: Raw -630699.792867 + Penalty 2899.169873 = -627800.622994
  nChanged 20
		SP:Iteration 31Q (28735.640000 sec): 3 clusters
  Score: Raw -630706.946853 + Penalty 2899.169873 = -627807.776980
  nChanged 28
		SP:Iteration 32Q (28735.830000 sec): 3 clusters
  Score: Raw -630716.437854 + Penalty 2899.169873 = -627817.267981
  nChanged 19
		SP:Iteration 33Q (28736.020000 sec): 3 clusters
  Score: Raw -630723.752529 + Penalty 2899.169873 = -627824.582656
  nChanged 28
		SP:Iteration 34Q (28736.200000 sec): 3 clusters
  Score: Raw -630732.901314 + Penalty 2899.169873 = -627833.731441
  nChanged 25
		SP:Iteration 35Q (28736.390000 sec): 3 clusters
  Score: Raw -630740.345447 + Penalty 2899.169873 = -627841.175573
  nChanged 18
		SP:Iteration 36Q (28736.580000 sec): 3 clusters
  Score: Raw -630745.133582 + Penalty 2899.169873 = -627845.963708
  nChanged 20
		SP:Iteration 37Q (28736.760000 sec): 3 clusters
  Score: Raw -630753.661612 + Penalty 2899.169873 = -627854.491739
  nChanged 23
		SP:Iteration 38Q (28736.960000 sec): 3 clusters
  Score: Raw -630765.264381 + Penalty 2899.169873 = -627866.094508
  nChanged 24
		SP:Iteration 39Q (28737.150000 sec): 3 clusters
  Score: Raw -630775.655844 + Penalty 2899.169873 = -627876.485970
  nChanged 33
		SP:Iteration 40F (28737.340000 sec): 3 clusters
  Score: Raw -630784.729881 + Penalty 2899.169873 = -627885.560007
  nChanged 25
		SP:Iteration 41Q (28737.530000 sec): 3 clusters
  Score: Raw -630791.669686 + Penalty 2899.169873 = -627892.499813
  nChanged 20
		SP:Iteration 42Q (28737.720000 sec): 3 clusters
  Score: Raw -630796.327873 + Penalty 2899.169873 = -627897.157999
  nChanged 10
		SP:Iteration 43Q (28737.910000 sec): 3 clusters
  Score: Raw -630798.922295 + Penalty 2899.169873 = -627899.752422
  nChanged 13
		SP:Iteration 44Q (28738.100000 sec): 3 clusters
  Score: Raw -630802.110171 + Penalty 2899.169873 = -627902.940298
  nChanged 8
		SP:Iteration 45Q (28738.290000 sec): 3 clusters
  Score: Raw -630805.114036 + Penalty 2899.169873 = -627905.944162
  nChanged 13
		SP:Iteration 46Q (28738.470000 sec): 3 clusters
  Score: Raw -630808.516609 + Penalty 2899.169873 = -627909.346735
  nChanged 6
		SP:Iteration 47Q (28738.660000 sec): 3 clusters
  Score: Raw -630810.275920 + Penalty 2899.169873 = -627911.106047
  nChanged 8
		SP:Iteration 48Q (28738.840000 sec): 3 clusters
  Score: Raw -630812.427855 + Penalty 2899.169873 = -627913.257981
  nChanged 11
		SP:Iteration 49Q (28739.020000 sec): 3 clusters
  Score: Raw -630815.779351 + Penalty 2899.169873 = -627916.609477
  nChanged 12
		SP:Iteration 50Q (28739.210000 sec): 3 clusters
  Score: Raw -630819.428524 + Penalty 2899.169873 = -627920.258650
  nChanged 7
		SP:Iteration 51Q (28739.390000 sec): 3 clusters
  Score: Raw -630821.095476 + Penalty 2899.169873 = -627921.925603
  nChanged 9
		SP:Iteration 52Q (28739.580000 sec): 3 clusters
  Score: Raw -630822.773088 + Penalty 2899.169873 = -627923.603214
  nChanged 5
		SP:Iteration 53Q (28739.760000 sec): 3 clusters
  Score: Raw -630824.182218 + Penalty 2899.169873 = -627925.012345
  nChanged 5
		SP:Iteration 54Q (28739.940000 sec): 3 clusters
  Score: Raw -630825.359804 + Penalty 2899.169873 = -627926.189930
  nChanged 3
		SP:Iteration 55Q (28740.140000 sec): 3 clusters
  Score: Raw -630825.984192 + Penalty 2899.169873 = -627926.814319
  nChanged 2
		SP:Iteration 56Q (28740.330000 sec): 3 clusters
  Score: Raw -630826.288314 + Penalty 2899.169873 = -627927.118441
  nChanged 0
		SP:Iteration 57F (28740.520000 sec): 3 clusters
  Score: Raw -630826.288314 + Penalty 2899.169873 = -627927.118441
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (3875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28740.610000 sec): 2 clusters
  Score: Raw -327030.545418 + Penalty 1342.623903 = -325687.921515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28740.770000 sec): 3 clusters
  Score: Raw -325089.570267 + Penalty 2685.247806 = -322404.322461
  nChanged 1547
		SP:Iteration 1F (28740.930000 sec): 3 clusters
  Score: Raw -326012.270854 + Penalty 2685.247806 = -323327.023048
  nChanged 348
		SP:Iteration 2F (28741.090000 sec): 3 clusters
  Score: Raw -326300.247243 + Penalty 2685.247806 = -323614.999437
  nChanged 270
		SP:Iteration 3F (28741.250000 sec): 3 clusters
  Score: Raw -326506.310165 + Penalty 2685.247806 = -323821.062359
  nChanged 233
		SP:Iteration 4F (28741.410000 sec): 3 clusters
  Score: Raw -326681.336609 + Penalty 2685.247806 = -323996.088803
  nChanged 176
		SP:Iteration 5Q (28741.570000 sec): 3 clusters
  Score: Raw -326809.641597 + Penalty 2685.247806 = -324124.393791
  nChanged 171
		SP:Iteration 6Q (28741.730000 sec): 3 clusters
  Score: Raw -326952.027652 + Penalty 2685.247806 = -324266.779846
  nChanged 160
		SP:Iteration 7Q (28741.900000 sec): 3 clusters
  Score: Raw -327072.668397 + Penalty 2685.247806 = -324387.420591
  nChanged 127
		SP:Iteration 8Q (28742.100000 sec): 3 clusters
  Score: Raw -327155.797490 + Penalty 2685.247806 = -324470.549684
  nChanged 97
		SP:Iteration 9Q (28742.260000 sec): 3 clusters
  Score: Raw -327225.493910 + Penalty 2685.247806 = -324540.246104
  nChanged 85
		SP:Iteration 10Q (28742.430000 sec): 3 clusters
  Score: Raw -327286.200199 + Penalty 2685.247806 = -324600.952393
  nChanged 80
		SP:Iteration 11Q (28742.590000 sec): 3 clusters
  Score: Raw -327338.394963 + Penalty 2685.247806 = -324653.147157
  nChanged 82
		SP:Iteration 12Q (28742.750000 sec): 3 clusters
  Score: Raw -327387.290257 + Penalty 2685.247806 = -324702.042451
  nChanged 72
		SP:Iteration 13Q (28742.920000 sec): 3 clusters
  Score: Raw -327435.225079 + Penalty 2685.247806 = -324749.977273
  nChanged 69
		SP:Iteration 14Q (28743.080000 sec): 3 clusters
  Score: Raw -327477.783851 + Penalty 2685.247806 = -324792.536045
  nChanged 48
		SP:Iteration 15Q (28743.240000 sec): 3 clusters
  Score: Raw -327502.198776 + Penalty 2685.247806 = -324816.950970
  nChanged 38
		SP:Iteration 16Q (28743.410000 sec): 3 clusters
  Score: Raw -327521.322723 + Penalty 2685.247806 = -324836.074917
  nChanged 43
		SP:Iteration 17Q (28743.570000 sec): 3 clusters
  Score: Raw -327544.148284 + Penalty 2685.247806 = -324858.900478
  nChanged 46
		SP:Iteration 18Q (28743.730000 sec): 3 clusters
  Score: Raw -327563.969221 + Penalty 2685.247806 = -324878.721415
  nChanged 27
		SP:Iteration 19Q (28743.900000 sec): 3 clusters
  Score: Raw -327572.709772 + Penalty 2685.247806 = -324887.461966
  nChanged 23
		SP:Iteration 20F (28744.060000 sec): 3 clusters
  Score: Raw -327580.658989 + Penalty 2685.247806 = -324895.411183
  nChanged 25
		SP:Iteration 21Q (28744.220000 sec): 3 clusters
  Score: Raw -327588.891987 + Penalty 2685.247806 = -324903.644181
  nChanged 24
		SP:Iteration 22Q (28744.390000 sec): 3 clusters
  Score: Raw -327599.292316 + Penalty 2685.247806 = -324914.044510
  nChanged 28
		SP:Iteration 23Q (28744.580000 sec): 3 clusters
  Score: Raw -327610.131405 + Penalty 2685.247806 = -324924.883599
  nChanged 18
		SP:Iteration 24Q (28744.720000 sec): 3 clusters
  Score: Raw -327615.744339 + Penalty 2685.247806 = -324930.496532
  nChanged 19
		SP:Iteration 25Q (28744.880000 sec): 3 clusters
  Score: Raw -327621.934306 + Penalty 2685.247806 = -324936.686500
  nChanged 13
		SP:Iteration 26Q (28745.040000 sec): 3 clusters
  Score: Raw -327627.064853 + Penalty 2685.247806 = -324941.817047
  nChanged 16
		SP:Iteration 27Q (28745.210000 sec): 3 clusters
  Score: Raw -327632.657995 + Penalty 2685.247806 = -324947.410189
  nChanged 18
		SP:Iteration 28Q (28745.370000 sec): 3 clusters
  Score: Raw -327637.774910 + Penalty 2685.247806 = -324952.527104
  nChanged 14
		SP:Iteration 29Q (28745.540000 sec): 3 clusters
  Score: Raw -327643.251144 + Penalty 2685.247806 = -324958.003338
  nChanged 13
		SP:Iteration 30Q (28745.740000 sec): 3 clusters
  Score: Raw -327648.127688 + Penalty 2685.247806 = -324962.879882
  nChanged 14
		SP:Iteration 31Q (28745.880000 sec): 3 clusters
  Score: Raw -327653.804428 + Penalty 2685.247806 = -324968.556622
  nChanged 11
		SP:Iteration 32Q (28746.040000 sec): 3 clusters
  Score: Raw -327657.048784 + Penalty 2685.247806 = -324971.800978
  nChanged 12
		SP:Iteration 33Q (28746.200000 sec): 3 clusters
  Score: Raw -327660.838941 + Penalty 2685.247806 = -324975.591135
  nChanged 10
		SP:Iteration 34Q (28746.360000 sec): 3 clusters
  Score: Raw -327667.142175 + Penalty 2685.247806 = -324981.894369
  nChanged 10
		SP:Iteration 35Q (28746.520000 sec): 3 clusters
  Score: Raw -327672.032750 + Penalty 2685.247806 = -324986.784944
  nChanged 14
		SP:Iteration 36Q (28746.680000 sec): 3 clusters
  Score: Raw -327680.303849 + Penalty 2685.247806 = -324995.056043
  nChanged 20
		SP:Iteration 37Q (28746.840000 sec): 3 clusters
  Score: Raw -327689.503275 + Penalty 2685.247806 = -325004.255469
  nChanged 25
		SP:Iteration 38Q (28747.000000 sec): 3 clusters
  Score: Raw -327704.526781 + Penalty 2685.247806 = -325019.278975
  nChanged 27
		SP:Iteration 39Q (28747.160000 sec): 3 clusters
  Score: Raw -327719.395896 + Penalty 2685.247806 = -325034.148090
  nChanged 23
		SP:Iteration 40F (28747.320000 sec): 3 clusters
  Score: Raw -327728.124416 + Penalty 2685.247806 = -325042.876610
  nChanged 19
		SP:Iteration 41Q (28747.480000 sec): 3 clusters
  Score: Raw -327735.044601 + Penalty 2685.247806 = -325049.796794
  nChanged 15
		SP:Iteration 42Q (28747.640000 sec): 3 clusters
  Score: Raw -327740.310742 + Penalty 2685.247806 = -325055.062936
  nChanged 9
		SP:Iteration 43Q (28747.800000 sec): 3 clusters
  Score: Raw -327743.477145 + Penalty 2685.247806 = -325058.229339
  nChanged 9
		SP:Iteration 44Q (28747.960000 sec): 3 clusters
  Score: Raw -327746.843436 + Penalty 2685.247806 = -325061.595630
  nChanged 4
		SP:Iteration 45Q (28748.120000 sec): 3 clusters
  Score: Raw -327748.136534 + Penalty 2685.247806 = -325062.888727
  nChanged 4
		SP:Iteration 46Q (28748.290000 sec): 3 clusters
  Score: Raw -327749.092740 + Penalty 2685.247806 = -325063.844934
  nChanged 4
		SP:Iteration 47Q (28748.420000 sec): 3 clusters
  Score: Raw -327749.644160 + Penalty 2685.247806 = -325064.396354
  nChanged 4
		SP:Iteration 48Q (28748.570000 sec): 3 clusters
  Score: Raw -327750.434757 + Penalty 2685.247806 = -325065.186951
  nChanged 5
		SP:Iteration 49Q (28748.740000 sec): 3 clusters
  Score: Raw -327751.785879 + Penalty 2685.247806 = -325066.538073
  nChanged 4
		SP:Iteration 50Q (28748.900000 sec): 3 clusters
  Score: Raw -327754.449871 + Penalty 2685.247806 = -325069.202065
  nChanged 7
		SP:Iteration 51Q (28749.050000 sec): 3 clusters
  Score: Raw -327757.731077 + Penalty 2685.247806 = -325072.483271
  nChanged 7
		SP:Iteration 52Q (28749.190000 sec): 3 clusters
  Score: Raw -327760.347324 + Penalty 2685.247806 = -325075.099518
  nChanged 7
		SP:Iteration 53Q (28749.340000 sec): 3 clusters
  Score: Raw -327763.319665 + Penalty 2685.247806 = -325078.071859
  nChanged 5
		SP:Iteration 54Q (28749.480000 sec): 3 clusters
  Score: Raw -327765.547460 + Penalty 2685.247806 = -325080.299654
  nChanged 5
		SP:Iteration 55Q (28749.620000 sec): 3 clusters
  Score: Raw -327767.084190 + Penalty 2685.247806 = -325081.836384
  nChanged 3
		SP:Iteration 56Q (28749.780000 sec): 3 clusters
  Score: Raw -327767.999067 + Penalty 2685.247806 = -325082.751261
  nChanged 0
		SP:Iteration 57F (28749.940000 sec): 3 clusters
  Score: Raw -327767.999067 + Penalty 2685.247806 = -325082.751261
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (2872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28750.010000 sec): 2 clusters
  Score: Raw -225930.796229 + Penalty 1293.949139 = -224636.847090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28750.210000 sec): 3 clusters
  Score: Raw -224628.459199 + Penalty 2587.898277 = -222040.560921
  nChanged 1090
		SP:Iteration 1F (28750.360000 sec): 3 clusters
  Score: Raw -225319.449511 + Penalty 2587.898277 = -222731.551234
  nChanged 284
		SP:Iteration 2F (28750.460000 sec): 3 clusters
  Score: Raw -225582.978292 + Penalty 2587.898277 = -222995.080015
  nChanged 200
		SP:Iteration 3F (28750.630000 sec): 3 clusters
  Score: Raw -225745.681423 + Penalty 2587.898277 = -223157.783146
  nChanged 159
		SP:Iteration 4F (28750.790000 sec): 3 clusters
  Score: Raw -225871.618683 + Penalty 2587.898277 = -223283.720406
  nChanged 126
		SP:Iteration 5Q (28750.950000 sec): 3 clusters
  Score: Raw -225982.341889 + Penalty 2587.898277 = -223394.443612
  nChanged 111
		SP:Iteration 6Q (28751.120000 sec): 3 clusters
  Score: Raw -226065.350494 + Penalty 2587.898277 = -223477.452217
  nChanged 85
		SP:Iteration 7Q (28751.280000 sec): 3 clusters
  Score: Raw -226137.309458 + Penalty 2587.898277 = -223549.411181
  nChanged 70
		SP:Iteration 8Q (28751.440000 sec): 3 clusters
  Score: Raw -226192.395754 + Penalty 2587.898277 = -223604.497476
  nChanged 57
		SP:Iteration 9Q (28751.600000 sec): 3 clusters
  Score: Raw -226234.041084 + Penalty 2587.898277 = -223646.142807
  nChanged 35
		SP:Iteration 10Q (28751.770000 sec): 3 clusters
  Score: Raw -226260.262911 + Penalty 2587.898277 = -223672.364633
  nChanged 43
		SP:Iteration 11Q (28751.930000 sec): 3 clusters
  Score: Raw -226289.491708 + Penalty 2587.898277 = -223701.593431
  nChanged 40
		SP:Iteration 12Q (28752.110000 sec): 3 clusters
  Score: Raw -226317.126979 + Penalty 2587.898277 = -223729.228702
  nChanged 40
		SP:Iteration 13Q (28752.300000 sec): 3 clusters
  Score: Raw -226340.736835 + Penalty 2587.898277 = -223752.838558
  nChanged 31
		SP:Iteration 14Q (28752.450000 sec): 3 clusters
  Score: Raw -226360.654146 + Penalty 2587.898277 = -223772.755869
  nChanged 35
		SP:Iteration 15Q (28752.610000 sec): 3 clusters
  Score: Raw -226378.597658 + Penalty 2587.898277 = -223790.699380
  nChanged 28
		SP:Iteration 16Q (28752.780000 sec): 3 clusters
  Score: Raw -226397.266792 + Penalty 2587.898277 = -223809.368515
  nChanged 37
		SP:Iteration 17Q (28752.940000 sec): 3 clusters
  Score: Raw -226416.291709 + Penalty 2587.898277 = -223828.393432
  nChanged 21
		SP:Iteration 18Q (28753.100000 sec): 3 clusters
  Score: Raw -226426.119786 + Penalty 2587.898277 = -223838.221509
  nChanged 16
		SP:Iteration 19Q (28753.260000 sec): 3 clusters
  Score: Raw -226432.209271 + Penalty 2587.898277 = -223844.310993
  nChanged 16
		SP:Iteration 20F (28753.420000 sec): 3 clusters
  Score: Raw -226439.919028 + Penalty 2587.898277 = -223852.020751
  nChanged 18
		SP:Iteration 21Q (28753.590000 sec): 3 clusters
  Score: Raw -226447.078444 + Penalty 2587.898277 = -223859.180166
  nChanged 17
		SP:Iteration 22Q (28753.750000 sec): 3 clusters
  Score: Raw -226453.440061 + Penalty 2587.898277 = -223865.541784
  nChanged 13
		SP:Iteration 23Q (28753.910000 sec): 3 clusters
  Score: Raw -226457.813003 + Penalty 2587.898277 = -223869.914726
  nChanged 10
		SP:Iteration 24Q (28754.080000 sec): 3 clusters
  Score: Raw -226463.295963 + Penalty 2587.898277 = -223875.397686
  nChanged 12
		SP:Iteration 25Q (28754.240000 sec): 3 clusters
  Score: Raw -226470.485559 + Penalty 2587.898277 = -223882.587281
  nChanged 14
		SP:Iteration 26Q (28754.400000 sec): 3 clusters
  Score: Raw -226478.037276 + Penalty 2587.898277 = -223890.138999
  nChanged 15
		SP:Iteration 27Q (28754.570000 sec): 3 clusters
  Score: Raw -226483.104577 + Penalty 2587.898277 = -223895.206299
  nChanged 14
		SP:Iteration 28Q (28754.730000 sec): 3 clusters
  Score: Raw -226488.828297 + Penalty 2587.898277 = -223900.930020
  nChanged 15
		SP:Iteration 29Q (28754.890000 sec): 3 clusters
  Score: Raw -226494.351265 + Penalty 2587.898277 = -223906.452988
  nChanged 18
		SP:Iteration 30Q (28755.050000 sec): 3 clusters
  Score: Raw -226502.271856 + Penalty 2587.898277 = -223914.373579
  nChanged 12
		SP:Iteration 31Q (28755.220000 sec): 3 clusters
  Score: Raw -226507.146518 + Penalty 2587.898277 = -223919.248241
  nChanged 14
		SP:Iteration 32Q (28755.380000 sec): 3 clusters
  Score: Raw -226512.417077 + Penalty 2587.898277 = -223924.518799
  nChanged 13
		SP:Iteration 33Q (28755.520000 sec): 3 clusters
  Score: Raw -226519.721982 + Penalty 2587.898277 = -223931.823704
  nChanged 14
		SP:Iteration 34Q (28755.680000 sec): 3 clusters
  Score: Raw -226526.461808 + Penalty 2587.898277 = -223938.563530
  nChanged 10
		SP:Iteration 35Q (28755.840000 sec): 3 clusters
  Score: Raw -226529.859237 + Penalty 2587.898277 = -223941.960960
  nChanged 17
		SP:Iteration 36Q (28756.010000 sec): 3 clusters
  Score: Raw -226536.598201 + Penalty 2587.898277 = -223948.699924
  nChanged 20
		SP:Iteration 37Q (28756.160000 sec): 3 clusters
  Score: Raw -226547.074548 + Penalty 2587.898277 = -223959.176270
  nChanged 20
		SP:Iteration 38Q (28756.320000 sec): 3 clusters
  Score: Raw -226555.784238 + Penalty 2587.898277 = -223967.885961
  nChanged 21
		SP:Iteration 39Q (28756.480000 sec): 3 clusters
  Score: Raw -226562.877128 + Penalty 2587.898277 = -223974.978850
  nChanged 13
		SP:Iteration 40F (28756.640000 sec): 3 clusters
  Score: Raw -226568.573343 + Penalty 2587.898277 = -223980.675065
  nChanged 17
		SP:Iteration 41Q (28756.800000 sec): 3 clusters
  Score: Raw -226575.061408 + Penalty 2587.898277 = -223987.163131
  nChanged 11
		SP:Iteration 42Q (28756.970000 sec): 3 clusters
  Score: Raw -226579.588296 + Penalty 2587.898277 = -223991.690019
  nChanged 7
		SP:Iteration 43Q (28757.130000 sec): 3 clusters
  Score: Raw -226582.180447 + Penalty 2587.898277 = -223994.282169
  nChanged 9
		SP:Iteration 44Q (28757.290000 sec): 3 clusters
  Score: Raw -226585.433956 + Penalty 2587.898277 = -223997.535679
  nChanged 8
		SP:Iteration 45Q (28757.460000 sec): 3 clusters
  Score: Raw -226587.920979 + Penalty 2587.898277 = -224000.022702
  nChanged 7
		SP:Iteration 46Q (28757.620000 sec): 3 clusters
  Score: Raw -226590.590824 + Penalty 2587.898277 = -224002.692547
  nChanged 11
		SP:Iteration 47Q (28757.780000 sec): 3 clusters
  Score: Raw -226594.348036 + Penalty 2587.898277 = -224006.449759
  nChanged 8
		SP:Iteration 48Q (28757.940000 sec): 3 clusters
  Score: Raw -226595.991971 + Penalty 2587.898277 = -224008.093694
  nChanged 6
		SP:Iteration 49Q (28758.100000 sec): 3 clusters
  Score: Raw -226597.561890 + Penalty 2587.898277 = -224009.663613
  nChanged 7
		SP:Iteration 50Q (28758.260000 sec): 3 clusters
  Score: Raw -226598.933159 + Penalty 2587.898277 = -224011.034881
  nChanged 4
		SP:Iteration 51Q (28758.420000 sec): 3 clusters
  Score: Raw -226599.805192 + Penalty 2587.898277 = -224011.906915
  nChanged 3
		SP:Iteration 52Q (28758.580000 sec): 3 clusters
  Score: Raw -226600.235910 + Penalty 2587.898277 = -224012.337632
  nChanged 2
		SP:Iteration 53Q (28758.760000 sec): 3 clusters
  Score: Raw -226600.515787 + Penalty 2587.898277 = -224012.617510
  nChanged 1
		SP:Iteration 54Q (28758.940000 sec): 3 clusters
  Score: Raw -226600.654330 + Penalty 2587.898277 = -224012.756053
  nChanged 1
		SP:Iteration 55Q (28759.110000 sec): 3 clusters
  Score: Raw -226601.163529 + Penalty 2587.898277 = -224013.265251
  nChanged 1
		SP:Iteration 56Q (28759.270000 sec): 3 clusters
  Score: Raw -226601.308387 + Penalty 2587.898277 = -224013.410109
  nChanged 0
		SP:Iteration 57F (28759.430000 sec): 3 clusters
  Score: Raw -226601.308387 + Penalty 2587.898277 = -224013.410109
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (4337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28759.530000 sec): 2 clusters
  Score: Raw -387748.245483 + Penalty 1360.927448 = -386387.318034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28759.690000 sec): 3 clusters
  Score: Raw -385544.522750 + Penalty 2721.854897 = -382822.667853
  nChanged 1719
		SP:Iteration 1F (28759.850000 sec): 3 clusters
  Score: Raw -386628.737119 + Penalty 2721.854897 = -383906.882222
  nChanged 383
		SP:Iteration 2F (28760.010000 sec): 3 clusters
  Score: Raw -386979.433828 + Penalty 2721.854897 = -384257.578931
  nChanged 378
		SP:Iteration 3F (28760.180000 sec): 3 clusters
  Score: Raw -387314.934691 + Penalty 2721.854897 = -384593.079794
  nChanged 274
		SP:Iteration 4F (28760.340000 sec): 3 clusters
  Score: Raw -387530.976717 + Penalty 2721.854897 = -384809.121820
  nChanged 196
		SP:Iteration 5Q (28760.510000 sec): 3 clusters
  Score: Raw -387651.677413 + Penalty 2721.854897 = -384929.822517
  nChanged 153
		SP:Iteration 6Q (28760.670000 sec): 3 clusters
  Score: Raw -387738.654286 + Penalty 2721.854897 = -385016.799390
  nChanged 113
		SP:Iteration 7Q (28760.830000 sec): 3 clusters
  Score: Raw -387791.380448 + Penalty 2721.854897 = -385069.525551
  nChanged 91
		SP:Iteration 8Q (28760.990000 sec): 3 clusters
  Score: Raw -387830.342107 + Penalty 2721.854897 = -385108.487210
  nChanged 75
		SP:Iteration 9Q (28761.150000 sec): 3 clusters
  Score: Raw -387863.922824 + Penalty 2721.854897 = -385142.067927
  nChanged 78
		SP:Iteration 10Q (28761.290000 sec): 3 clusters
  Score: Raw -387902.719938 + Penalty 2721.854897 = -385180.865041
  nChanged 71
		SP:Iteration 11Q (28761.440000 sec): 3 clusters
  Score: Raw -387948.430853 + Penalty 2721.854897 = -385226.575956
  nChanged 79
		SP:Iteration 12Q (28761.590000 sec): 3 clusters
  Score: Raw -387983.220818 + Penalty 2721.854897 = -385261.365921
  nChanged 53
		SP:Iteration 13Q (28761.740000 sec): 3 clusters
  Score: Raw -388006.328266 + Penalty 2721.854897 = -385284.473369
  nChanged 46
		SP:Iteration 14Q (28761.890000 sec): 3 clusters
  Score: Raw -388026.102622 + Penalty 2721.854897 = -385304.247726
  nChanged 36
		SP:Iteration 15Q (28762.050000 sec): 3 clusters
  Score: Raw -388039.538743 + Penalty 2721.854897 = -385317.683846
  nChanged 39
		SP:Iteration 16Q (28762.210000 sec): 3 clusters
  Score: Raw -388053.893429 + Penalty 2721.854897 = -385332.038532
  nChanged 36
		SP:Iteration 17Q (28762.380000 sec): 3 clusters
  Score: Raw -388067.350607 + Penalty 2721.854897 = -385345.495711
  nChanged 40
		SP:Iteration 18Q (28762.540000 sec): 3 clusters
  Score: Raw -388080.510546 + Penalty 2721.854897 = -385358.655650
  nChanged 33
		SP:Iteration 19Q (28762.710000 sec): 3 clusters
  Score: Raw -388093.768955 + Penalty 2721.854897 = -385371.914058
  nChanged 32
		SP:Iteration 20F (28762.870000 sec): 3 clusters
  Score: Raw -388106.423131 + Penalty 2721.854897 = -385384.568235
  nChanged 27
		SP:Iteration 21Q (28763.030000 sec): 3 clusters
  Score: Raw -388117.253077 + Penalty 2721.854897 = -385395.398180
  nChanged 28
		SP:Iteration 22Q (28763.170000 sec): 3 clusters
  Score: Raw -388128.241436 + Penalty 2721.854897 = -385406.386540
  nChanged 26
		SP:Iteration 23Q (28763.320000 sec): 3 clusters
  Score: Raw -388141.863738 + Penalty 2721.854897 = -385420.008841
  nChanged 36
		SP:Iteration 24Q (28763.480000 sec): 3 clusters
  Score: Raw -388158.977437 + Penalty 2721.854897 = -385437.122540
  nChanged 24
		SP:Iteration 25Q (28763.640000 sec): 3 clusters
  Score: Raw -388167.910069 + Penalty 2721.854897 = -385446.055172
  nChanged 25
		SP:Iteration 26Q (28763.800000 sec): 3 clusters
  Score: Raw -388176.615889 + Penalty 2721.854897 = -385454.760992
  nChanged 22
		SP:Iteration 27Q (28763.960000 sec): 3 clusters
  Score: Raw -388184.463518 + Penalty 2721.854897 = -385462.608621
  nChanged 25
		SP:Iteration 28Q (28764.120000 sec): 3 clusters
  Score: Raw -388194.109789 + Penalty 2721.854897 = -385472.254892
  nChanged 18
		SP:Iteration 29Q (28764.280000 sec): 3 clusters
  Score: Raw -388200.142687 + Penalty 2721.854897 = -385478.287790
  nChanged 19
		SP:Iteration 30Q (28764.440000 sec): 3 clusters
  Score: Raw -388206.790653 + Penalty 2721.854897 = -385484.935757
  nChanged 16
		SP:Iteration 31Q (28764.600000 sec): 3 clusters
  Score: Raw -388212.235518 + Penalty 2721.854897 = -385490.380622
  nChanged 11
		SP:Iteration 32Q (28764.760000 sec): 3 clusters
  Score: Raw -388216.541232 + Penalty 2721.854897 = -385494.686335
  nChanged 21
		SP:Iteration 33Q (28764.920000 sec): 3 clusters
  Score: Raw -388223.262291 + Penalty 2721.854897 = -385501.407394
  nChanged 23
		SP:Iteration 34Q (28765.090000 sec): 3 clusters
  Score: Raw -388229.105472 + Penalty 2721.854897 = -385507.250575
  nChanged 15
		SP:Iteration 35Q (28765.250000 sec): 3 clusters
  Score: Raw -388233.027200 + Penalty 2721.854897 = -385511.172303
  nChanged 14
		SP:Iteration 36Q (28765.410000 sec): 3 clusters
  Score: Raw -388236.754018 + Penalty 2721.854897 = -385514.899121
  nChanged 15
		SP:Iteration 37Q (28765.580000 sec): 3 clusters
  Score: Raw -388240.329014 + Penalty 2721.854897 = -385518.474117
  nChanged 8
		SP:Iteration 38Q (28765.740000 sec): 3 clusters
  Score: Raw -388241.646080 + Penalty 2721.854897 = -385519.791183
  nChanged 5
		SP:Iteration 39Q (28765.900000 sec): 3 clusters
  Score: Raw -388243.783617 + Penalty 2721.854897 = -385521.928720
  nChanged 7
		SP:Iteration 40F (28766.070000 sec): 3 clusters
  Score: Raw -388247.037732 + Penalty 2721.854897 = -385525.182835
  nChanged 9
		SP:Iteration 41Q (28766.230000 sec): 3 clusters
  Score: Raw -388249.238807 + Penalty 2721.854897 = -385527.383910
  nChanged 6
		SP:Iteration 42Q (28766.390000 sec): 3 clusters
  Score: Raw -388250.688908 + Penalty 2721.854897 = -385528.834011
  nChanged 5
		SP:Iteration 43Q (28766.560000 sec): 3 clusters
  Score: Raw -388252.154233 + Penalty 2721.854897 = -385530.299336
  nChanged 5
		SP:Iteration 44Q (28766.720000 sec): 3 clusters
  Score: Raw -388253.776936 + Penalty 2721.854897 = -385531.922039
  nChanged 7
		SP:Iteration 45Q (28766.880000 sec): 3 clusters
  Score: Raw -388256.024548 + Penalty 2721.854897 = -385534.169652
  nChanged 9
		SP:Iteration 46Q (28767.050000 sec): 3 clusters
  Score: Raw -388259.122556 + Penalty 2721.854897 = -385537.267660
  nChanged 14
		SP:Iteration 47Q (28767.220000 sec): 3 clusters
  Score: Raw -388264.774815 + Penalty 2721.854897 = -385542.919918
  nChanged 12
		SP:Iteration 48Q (28767.380000 sec): 3 clusters
  Score: Raw -388268.941629 + Penalty 2721.854897 = -385547.086733
  nChanged 13
		SP:Iteration 49Q (28767.540000 sec): 3 clusters
  Score: Raw -388272.265520 + Penalty 2721.854897 = -385550.410623
  nChanged 9
		SP:Iteration 50Q (28767.710000 sec): 3 clusters
  Score: Raw -388274.503689 + Penalty 2721.854897 = -385552.648792
  nChanged 6
		SP:Iteration 51Q (28767.870000 sec): 3 clusters
  Score: Raw -388275.196510 + Penalty 2721.854897 = -385553.341614
  nChanged 2
		SP:Iteration 52Q (28768.030000 sec): 3 clusters
  Score: Raw -388275.467000 + Penalty 2721.854897 = -385553.612103
  nChanged 1
		SP:Iteration 53Q (28768.210000 sec): 3 clusters
  Score: Raw -388275.641121 + Penalty 2721.854897 = -385553.786224
  nChanged 2
		SP:Iteration 54Q (28768.370000 sec): 3 clusters
  Score: Raw -388276.064258 + Penalty 2721.854897 = -385554.209362
  nChanged 1
		SP:Iteration 55Q (28768.510000 sec): 3 clusters
  Score: Raw -388276.326682 + Penalty 2721.854897 = -385554.471786
  nChanged 2
		SP:Iteration 56Q (28768.650000 sec): 3 clusters
  Score: Raw -388277.275805 + Penalty 2721.854897 = -385555.420909
  nChanged 2
		SP:Iteration 57Q (28768.790000 sec): 3 clusters
  Score: Raw -388277.434324 + Penalty 2721.854897 = -385555.579427
  nChanged 0
		SP:Iteration 58F (28768.930000 sec): 3 clusters
  Score: Raw -388277.434324 + Penalty 2721.854897 = -385555.579427
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (3350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28769.010000 sec): 2 clusters
  Score: Raw -315288.749220 + Penalty 1318.966289 = -313969.782931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28769.200000 sec): 3 clusters
  Score: Raw -313655.683566 + Penalty 2637.932578 = -311017.750988
  nChanged 1315
		SP:Iteration 1F (28769.360000 sec): 3 clusters
  Score: Raw -314457.635308 + Penalty 2637.932578 = -311819.702729
  nChanged 281
		SP:Iteration 2F (28769.530000 sec): 3 clusters
  Score: Raw -314683.355571 + Penalty 2637.932578 = -312045.422993
  nChanged 202
		SP:Iteration 3F (28769.690000 sec): 3 clusters
  Score: Raw -314815.511845 + Penalty 2637.932578 = -312177.579267
  nChanged 157
		SP:Iteration 4Q (28769.850000 sec): 3 clusters
  Score: Raw -314934.543707 + Penalty 2637.932578 = -312296.611129
  nChanged 141
		SP:Iteration 5Q (28770.030000 sec): 3 clusters
  Score: Raw -315024.364342 + Penalty 2637.932578 = -312386.431764
  nChanged 99
		SP:Iteration 6Q (28770.220000 sec): 3 clusters
  Score: Raw -315077.794874 + Penalty 2637.932578 = -312439.862296
  nChanged 80
		SP:Iteration 7Q (28770.380000 sec): 3 clusters
  Score: Raw -315128.971103 + Penalty 2637.932578 = -312491.038525
  nChanged 84
		SP:Iteration 8Q (28770.540000 sec): 3 clusters
  Score: Raw -315179.344552 + Penalty 2637.932578 = -312541.411974
  nChanged 78
		SP:Iteration 9Q (28770.740000 sec): 3 clusters
  Score: Raw -315225.349070 + Penalty 2637.932578 = -312587.416492
  nChanged 60
		SP:Iteration 10Q (28770.910000 sec): 3 clusters
  Score: Raw -315257.124249 + Penalty 2637.932578 = -312619.191671
  nChanged 48
		SP:Iteration 11Q (28771.070000 sec): 3 clusters
  Score: Raw -315285.060637 + Penalty 2637.932578 = -312647.128059
  nChanged 50
		SP:Iteration 12Q (28771.230000 sec): 3 clusters
  Score: Raw -315319.058892 + Penalty 2637.932578 = -312681.126314
  nChanged 54
		SP:Iteration 13Q (28771.390000 sec): 3 clusters
  Score: Raw -315345.650351 + Penalty 2637.932578 = -312707.717772
  nChanged 35
		SP:Iteration 14Q (28771.560000 sec): 3 clusters
  Score: Raw -315358.792930 + Penalty 2637.932578 = -312720.860352
  nChanged 28
		SP:Iteration 15Q (28771.720000 sec): 3 clusters
  Score: Raw -315369.638561 + Penalty 2637.932578 = -312731.705983
  nChanged 39
		SP:Iteration 16Q (28771.880000 sec): 3 clusters
  Score: Raw -315383.626994 + Penalty 2637.932578 = -312745.694416
  nChanged 24
		SP:Iteration 17Q (28772.070000 sec): 3 clusters
  Score: Raw -315393.046834 + Penalty 2637.932578 = -312755.114256
  nChanged 22
		SP:Iteration 18Q (28772.240000 sec): 3 clusters
  Score: Raw -315402.423609 + Penalty 2637.932578 = -312764.491031
  nChanged 18
		SP:Iteration 19Q (28772.400000 sec): 3 clusters
  Score: Raw -315409.693344 + Penalty 2637.932578 = -312771.760766
  nChanged 17
		SP:Iteration 20F (28772.570000 sec): 3 clusters
  Score: Raw -315414.834682 + Penalty 2637.932578 = -312776.902104
  nChanged 8
		SP:Iteration 21Q (28772.730000 sec): 3 clusters
  Score: Raw -315417.107826 + Penalty 2637.932578 = -312779.175248
  nChanged 8
		SP:Iteration 22Q (28772.890000 sec): 3 clusters
  Score: Raw -315419.069583 + Penalty 2637.932578 = -312781.137005
  nChanged 5
		SP:Iteration 23Q (28773.060000 sec): 3 clusters
  Score: Raw -315420.545544 + Penalty 2637.932578 = -312782.612966
  nChanged 7
		SP:Iteration 24Q (28773.240000 sec): 3 clusters
  Score: Raw -315422.368476 + Penalty 2637.932578 = -312784.435898
  nChanged 2
		SP:Iteration 25Q (28773.420000 sec): 3 clusters
  Score: Raw -315423.124639 + Penalty 2637.932578 = -312785.192061
  nChanged 2
		SP:Iteration 26Q (28773.590000 sec): 3 clusters
  Score: Raw -315423.947011 + Penalty 2637.932578 = -312786.014433
  nChanged 2
		SP:Iteration 27Q (28773.750000 sec): 3 clusters
  Score: Raw -315424.584260 + Penalty 2637.932578 = -312786.651682
  nChanged 3
		SP:Iteration 28Q (28773.910000 sec): 3 clusters
  Score: Raw -315425.330328 + Penalty 2637.932578 = -312787.397750
  nChanged 2
		SP:Iteration 29Q (28774.050000 sec): 3 clusters
  Score: Raw -315426.094224 + Penalty 2637.932578 = -312788.161646
  nChanged 4
		SP:Iteration 30Q (28774.200000 sec): 3 clusters
  Score: Raw -315427.319272 + Penalty 2637.932578 = -312789.386694
  nChanged 2
		SP:Iteration 31Q (28774.350000 sec): 3 clusters
  Score: Raw -315427.731204 + Penalty 2637.932578 = -312789.798625
  nChanged 1
		SP:Iteration 32Q (28774.490000 sec): 3 clusters
  Score: Raw -315427.914746 + Penalty 2637.932578 = -312789.982168
  nChanged 2
		SP:Iteration 33Q (28774.640000 sec): 3 clusters
  Score: Raw -315428.528362 + Penalty 2637.932578 = -312790.595784
  nChanged 3
		SP:Iteration 34Q (28774.790000 sec): 3 clusters
  Score: Raw -315429.207620 + Penalty 2637.932578 = -312791.275042
  nChanged 5
		SP:Iteration 35Q (28774.940000 sec): 3 clusters
  Score: Raw -315430.752681 + Penalty 2637.932578 = -312792.820103
  nChanged 2
		SP:Iteration 36Q (28775.120000 sec): 3 clusters
  Score: Raw -315431.563805 + Penalty 2637.932578 = -312793.631227
  nChanged 2
		SP:Iteration 37Q (28775.250000 sec): 3 clusters
  Score: Raw -315431.953157 + Penalty 2637.932578 = -312794.020579
  nChanged 3
		SP:Iteration 38Q (28775.390000 sec): 3 clusters
  Score: Raw -315432.688382 + Penalty 2637.932578 = -312794.755804
  nChanged 3
		SP:Iteration 39Q (28775.540000 sec): 3 clusters
  Score: Raw -315433.342274 + Penalty 2637.932578 = -312795.409696
  nChanged 1
		SP:Iteration 40F (28775.680000 sec): 3 clusters
  Score: Raw -315433.734446 + Penalty 2637.932578 = -312795.801868
  nChanged 2
		SP:Iteration 41Q (28775.830000 sec): 3 clusters
  Score: Raw -315434.304052 + Penalty 2637.932578 = -312796.371474
  nChanged 5
		SP:Iteration 42Q (28775.970000 sec): 3 clusters
  Score: Raw -315435.891196 + Penalty 2637.932578 = -312797.958618
  nChanged 12
		SP:Iteration 43Q (28776.110000 sec): 3 clusters
  Score: Raw -315440.963851 + Penalty 2637.932578 = -312803.031273
  nChanged 8
		SP:Iteration 44Q (28776.260000 sec): 3 clusters
  Score: Raw -315443.617989 + Penalty 2637.932578 = -312805.685411
  nChanged 5
		SP:Iteration 45Q (28776.400000 sec): 3 clusters
  Score: Raw -315445.598888 + Penalty 2637.932578 = -312807.666310
  nChanged 8
		SP:Iteration 46Q (28776.570000 sec): 3 clusters
  Score: Raw -315447.945275 + Penalty 2637.932578 = -312810.012697
  nChanged 5
		SP:Iteration 47Q (28776.720000 sec): 3 clusters
  Score: Raw -315449.340666 + Penalty 2637.932578 = -312811.408088
  nChanged 5
		SP:Iteration 48Q (28776.860000 sec): 3 clusters
  Score: Raw -315451.183034 + Penalty 2637.932578 = -312813.250456
  nChanged 11
		SP:Iteration 49Q (28777.010000 sec): 3 clusters
  Score: Raw -315454.153294 + Penalty 2637.932578 = -312816.220715
  nChanged 5
		SP:Iteration 50Q (28777.150000 sec): 3 clusters
  Score: Raw -315455.717615 + Penalty 2637.932578 = -312817.785037
  nChanged 5
		SP:Iteration 51Q (28777.290000 sec): 3 clusters
  Score: Raw -315457.109556 + Penalty 2637.932578 = -312819.176978
  nChanged 3
		SP:Iteration 52Q (28777.440000 sec): 3 clusters
  Score: Raw -315457.816718 + Penalty 2637.932578 = -312819.884140
  nChanged 3
		SP:Iteration 53Q (28777.580000 sec): 3 clusters
  Score: Raw -315458.553522 + Penalty 2637.932578 = -312820.620944
  nChanged 3
		SP:Iteration 54Q (28777.730000 sec): 3 clusters
  Score: Raw -315459.238091 + Penalty 2637.932578 = -312821.305513
  nChanged 4
		SP:Iteration 55Q (28777.870000 sec): 3 clusters
  Score: Raw -315460.500833 + Penalty 2637.932578 = -312822.568255
  nChanged 6
		SP:Iteration 56Q (28778.010000 sec): 3 clusters
  Score: Raw -315462.291118 + Penalty 2637.932578 = -312824.358540
  nChanged 4
		SP:Iteration 57Q (28778.160000 sec): 3 clusters
  Score: Raw -315463.474156 + Penalty 2637.932578 = -312825.541578
  nChanged 3
		SP:Iteration 58Q (28778.300000 sec): 3 clusters
  Score: Raw -315464.128589 + Penalty 2637.932578 = -312826.196011
  nChanged 1
		SP:Iteration 59Q (28778.450000 sec): 3 clusters
  Score: Raw -315464.242842 + Penalty 2637.932578 = -312826.310264
  nChanged 1
		SP:Iteration 60F (28778.590000 sec): 3 clusters
  Score: Raw -315464.592615 + Penalty 2637.932578 = -312826.660036
  nChanged 1
		SP:Iteration 61Q (28778.730000 sec): 3 clusters
  Score: Raw -315464.738001 + Penalty 2637.932578 = -312826.805423
  nChanged 1
		SP:Iteration 62Q (28778.880000 sec): 3 clusters
  Score: Raw -315464.836505 + Penalty 2637.932578 = -312826.903927
  nChanged 0
		SP:Iteration 63F (28779.020000 sec): 3 clusters
  Score: Raw -315464.836505 + Penalty 2637.932578 = -312826.903927
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (13202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28779.150000 sec): 2 clusters
  Score: Raw -1265962.808220 + Penalty 1541.820087 = -1264420.988133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28779.400000 sec): 3 clusters
  Score: Raw -1258238.506082 + Penalty 3083.640174 = -1255154.865908
  nChanged 5827
		SP:Iteration 1F (28779.680000 sec): 3 clusters
  Score: Raw -1261634.050134 + Penalty 3083.640174 = -1258550.409960
  nChanged 851
		SP:Iteration 2F (28779.890000 sec): 3 clusters
  Score: Raw -1262070.399054 + Penalty 3083.640174 = -1258986.758880
  nChanged 801
		SP:Iteration 3F (28780.130000 sec): 3 clusters
  Score: Raw -1262507.429110 + Penalty 3083.640174 = -1259423.788936
  nChanged 784
		SP:Iteration 4F (28780.370000 sec): 3 clusters
  Score: Raw -1262952.923368 + Penalty 3083.640174 = -1259869.283194
  nChanged 777
		SP:Iteration 5F (28780.610000 sec): 3 clusters
  Score: Raw -1263426.877348 + Penalty 3083.640174 = -1260343.237174
  nChanged 750
		SP:Iteration 6F (28780.850000 sec): 3 clusters
  Score: Raw -1263911.248835 + Penalty 3083.640174 = -1260827.608661
  nChanged 677
		SP:Iteration 7F (28781.100000 sec): 3 clusters
  Score: Raw -1264372.910806 + Penalty 3083.640174 = -1261289.270632
  nChanged 594
		SP:Iteration 8Q (28781.370000 sec): 3 clusters
  Score: Raw -1264788.194352 + Penalty 3083.640174 = -1261704.554178
  nChanged 499
		SP:Iteration 9Q (28781.640000 sec): 3 clusters
  Score: Raw -1265144.931413 + Penalty 3083.640174 = -1262061.291239
  nChanged 385
		SP:Iteration 10Q (28781.900000 sec): 3 clusters
  Score: Raw -1265423.308483 + Penalty 3083.640174 = -1262339.668310
  nChanged 288
		SP:Iteration 11Q (28782.170000 sec): 3 clusters
  Score: Raw -1265637.545185 + Penalty 3083.640174 = -1262553.905011
  nChanged 221
		SP:Iteration 12Q (28782.400000 sec): 3 clusters
  Score: Raw -1265809.439485 + Penalty 3083.640174 = -1262725.799311
  nChanged 158
		SP:Iteration 13Q (28782.680000 sec): 3 clusters
  Score: Raw -1265939.873182 + Penalty 3083.640174 = -1262856.233008
  nChanged 117
		SP:Iteration 14Q (28782.910000 sec): 3 clusters
  Score: Raw -1266037.058082 + Penalty 3083.640174 = -1262953.417908
  nChanged 75
		SP:Iteration 15Q (28783.180000 sec): 3 clusters
  Score: Raw -1266097.743825 + Penalty 3083.640174 = -1263014.103651
  nChanged 48
		SP:Iteration 16Q (28783.450000 sec): 3 clusters
  Score: Raw -1266135.207319 + Penalty 3083.640174 = -1263051.567145
  nChanged 36
		SP:Iteration 17Q (28783.680000 sec): 3 clusters
  Score: Raw -1266163.701609 + Penalty 3083.640174 = -1263080.061435
  nChanged 19
		SP:Iteration 18Q (28783.940000 sec): 3 clusters
  Score: Raw -1266179.494907 + Penalty 3083.640174 = -1263095.854733
  nChanged 13
		SP:Iteration 19Q (28784.170000 sec): 3 clusters
  Score: Raw -1266187.910596 + Penalty 3083.640174 = -1263104.270422
  nChanged 8
		SP:Iteration 20F (28784.400000 sec): 3 clusters
  Score: Raw -1266193.377557 + Penalty 3083.640174 = -1263109.737383
  nChanged 7
		SP:Iteration 21Q (28784.640000 sec): 3 clusters
  Score: Raw -1266198.376691 + Penalty 3083.640174 = -1263114.736517
  nChanged 7
		SP:Iteration 22Q (28784.860000 sec): 3 clusters
  Score: Raw -1266203.455380 + Penalty 3083.640174 = -1263119.815206
  nChanged 7
		SP:Iteration 23Q (28785.130000 sec): 3 clusters
  Score: Raw -1266208.911901 + Penalty 3083.640174 = -1263125.271727
  nChanged 8
		SP:Iteration 24Q (28785.350000 sec): 3 clusters
  Score: Raw -1266215.283113 + Penalty 3083.640174 = -1263131.642939
  nChanged 4
		SP:Iteration 25Q (28785.620000 sec): 3 clusters
  Score: Raw -1266219.030959 + Penalty 3083.640174 = -1263135.390785
  nChanged 3
		SP:Iteration 26Q (28785.850000 sec): 3 clusters
  Score: Raw -1266222.032463 + Penalty 3083.640174 = -1263138.392289
  nChanged 4
		SP:Iteration 27Q (28786.080000 sec): 3 clusters
  Score: Raw -1266224.938508 + Penalty 3083.640174 = -1263141.298334
  nChanged 6
		SP:Iteration 28Q (28786.390000 sec): 3 clusters
  Score: Raw -1266230.335001 + Penalty 3083.640174 = -1263146.694827
  nChanged 6
		SP:Iteration 29Q (28786.590000 sec): 3 clusters
  Score: Raw -1266233.885087 + Penalty 3083.640174 = -1263150.244913
  nChanged 4
		SP:Iteration 30Q (28786.790000 sec): 3 clusters
  Score: Raw -1266237.125701 + Penalty 3083.640174 = -1263153.485527
  nChanged 3
		SP:Iteration 31Q (28787.090000 sec): 3 clusters
  Score: Raw -1266238.965285 + Penalty 3083.640174 = -1263155.325111
  nChanged 1
		SP:Iteration 32Q (28787.270000 sec): 3 clusters
  Score: Raw -1266239.555920 + Penalty 3083.640174 = -1263155.915746
  nChanged 0
		SP:Iteration 33F (28787.530000 sec): 3 clusters
  Score: Raw -1266239.555920 + Penalty 3083.640174 = -1263155.915746
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (5038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28787.610000 sec): 2 clusters
  Score: Raw -392300.228764 + Penalty 1385.274224 = -390914.954540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28787.770000 sec): 3 clusters
  Score: Raw -389709.198042 + Penalty 2770.548448 = -386938.649593
  nChanged 2076
		SP:Iteration 1F (28787.930000 sec): 3 clusters
  Score: Raw -391000.465469 + Penalty 2770.548448 = -388229.917020
  nChanged 422
		SP:Iteration 2F (28788.090000 sec): 3 clusters
  Score: Raw -391279.438133 + Penalty 2770.548448 = -388508.889684
  nChanged 284
		SP:Iteration 3F (28788.270000 sec): 3 clusters
  Score: Raw -391432.690356 + Penalty 2770.548448 = -388662.141907
  nChanged 211
		SP:Iteration 4Q (28788.420000 sec): 3 clusters
  Score: Raw -391553.643874 + Penalty 2770.548448 = -388783.095425
  nChanged 192
		SP:Iteration 5Q (28788.590000 sec): 3 clusters
  Score: Raw -391674.471779 + Penalty 2770.548448 = -388903.923330
  nChanged 175
		SP:Iteration 6Q (28788.740000 sec): 3 clusters
  Score: Raw -391765.854691 + Penalty 2770.548448 = -388995.306242
  nChanged 150
		SP:Iteration 7Q (28788.900000 sec): 3 clusters
  Score: Raw -391845.896335 + Penalty 2770.548448 = -389075.347886
  nChanged 137
		SP:Iteration 8Q (28789.060000 sec): 3 clusters
  Score: Raw -391911.154223 + Penalty 2770.548448 = -389140.605774
  nChanged 118
		SP:Iteration 9Q (28789.220000 sec): 3 clusters
  Score: Raw -391963.574726 + Penalty 2770.548448 = -389193.026277
  nChanged 100
		SP:Iteration 10Q (28789.380000 sec): 3 clusters
  Score: Raw -392021.200130 + Penalty 2770.548448 = -389250.651682
  nChanged 104
		SP:Iteration 11Q (28789.540000 sec): 3 clusters
  Score: Raw -392074.724428 + Penalty 2770.548448 = -389304.175979
  nChanged 88
		SP:Iteration 12Q (28789.690000 sec): 3 clusters
  Score: Raw -392117.184375 + Penalty 2770.548448 = -389346.635926
  nChanged 78
		SP:Iteration 13Q (28789.850000 sec): 3 clusters
  Score: Raw -392152.569992 + Penalty 2770.548448 = -389382.021543
  nChanged 70
		SP:Iteration 14Q (28790.010000 sec): 3 clusters
  Score: Raw -392185.290559 + Penalty 2770.548448 = -389414.742110
  nChanged 65
		SP:Iteration 15Q (28790.170000 sec): 3 clusters
  Score: Raw -392218.698171 + Penalty 2770.548448 = -389448.149723
  nChanged 70
		SP:Iteration 16Q (28790.330000 sec): 3 clusters
  Score: Raw -392248.209150 + Penalty 2770.548448 = -389477.660701
  nChanged 58
		SP:Iteration 17Q (28790.490000 sec): 3 clusters
  Score: Raw -392274.110531 + Penalty 2770.548448 = -389503.562082
  nChanged 57
		SP:Iteration 18Q (28790.650000 sec): 3 clusters
  Score: Raw -392304.815693 + Penalty 2770.548448 = -389534.267244
  nChanged 65
		SP:Iteration 19Q (28790.800000 sec): 3 clusters
  Score: Raw -392335.758738 + Penalty 2770.548448 = -389565.210289
  nChanged 64
		SP:Iteration 20F (28790.960000 sec): 3 clusters
  Score: Raw -392366.659321 + Penalty 2770.548448 = -389596.110872
  nChanged 55
		SP:Iteration 21Q (28791.120000 sec): 3 clusters
  Score: Raw -392392.735291 + Penalty 2770.548448 = -389622.186842
  nChanged 48
		SP:Iteration 22Q (28791.280000 sec): 3 clusters
  Score: Raw -392415.608755 + Penalty 2770.548448 = -389645.060307
  nChanged 47
		SP:Iteration 23Q (28791.440000 sec): 3 clusters
  Score: Raw -392436.299476 + Penalty 2770.548448 = -389665.751027
  nChanged 45
		SP:Iteration 24Q (28791.590000 sec): 3 clusters
  Score: Raw -392458.776996 + Penalty 2770.548448 = -389688.228547
  nChanged 36
		SP:Iteration 25Q (28791.740000 sec): 3 clusters
  Score: Raw -392476.790770 + Penalty 2770.548448 = -389706.242322
  nChanged 30
		SP:Iteration 26Q (28791.890000 sec): 3 clusters
  Score: Raw -392490.078768 + Penalty 2770.548448 = -389719.530320
  nChanged 27
		SP:Iteration 27Q (28792.030000 sec): 3 clusters
  Score: Raw -392501.342640 + Penalty 2770.548448 = -389730.794192
  nChanged 25
		SP:Iteration 28Q (28792.180000 sec): 3 clusters
  Score: Raw -392512.102265 + Penalty 2770.548448 = -389741.553817
  nChanged 20
		SP:Iteration 29Q (28792.370000 sec): 3 clusters
  Score: Raw -392519.830061 + Penalty 2770.548448 = -389749.281612
  nChanged 18
		SP:Iteration 30Q (28792.530000 sec): 3 clusters
  Score: Raw -392526.785859 + Penalty 2770.548448 = -389756.237410
  nChanged 19
		SP:Iteration 31Q (28792.700000 sec): 3 clusters
  Score: Raw -392535.661199 + Penalty 2770.548448 = -389765.112751
  nChanged 14
		SP:Iteration 32Q (28792.830000 sec): 3 clusters
  Score: Raw -392541.662184 + Penalty 2770.548448 = -389771.113736
  nChanged 16
		SP:Iteration 33Q (28792.990000 sec): 3 clusters
  Score: Raw -392550.725019 + Penalty 2770.548448 = -389780.176571
  nChanged 19
		SP:Iteration 34Q (28793.150000 sec): 3 clusters
  Score: Raw -392559.692948 + Penalty 2770.548448 = -389789.144500
  nChanged 13
		SP:Iteration 35Q (28793.310000 sec): 3 clusters
  Score: Raw -392564.698617 + Penalty 2770.548448 = -389794.150168
  nChanged 12
		SP:Iteration 36Q (28793.470000 sec): 3 clusters
  Score: Raw -392569.005490 + Penalty 2770.548448 = -389798.457041
  nChanged 9
		SP:Iteration 37Q (28793.620000 sec): 3 clusters
  Score: Raw -392572.689028 + Penalty 2770.548448 = -389802.140579
  nChanged 9
		SP:Iteration 38Q (28793.780000 sec): 3 clusters
  Score: Raw -392575.100363 + Penalty 2770.548448 = -389804.551914
  nChanged 8
		SP:Iteration 39Q (28793.940000 sec): 3 clusters
  Score: Raw -392577.991496 + Penalty 2770.548448 = -389807.443047
  nChanged 11
		SP:Iteration 40F (28794.100000 sec): 3 clusters
  Score: Raw -392582.108666 + Penalty 2770.548448 = -389811.560218
  nChanged 8
		SP:Iteration 41Q (28794.260000 sec): 3 clusters
  Score: Raw -392584.404308 + Penalty 2770.548448 = -389813.855859
  nChanged 4
		SP:Iteration 42Q (28794.410000 sec): 3 clusters
  Score: Raw -392585.568900 + Penalty 2770.548448 = -389815.020452
  nChanged 3
		SP:Iteration 43Q (28794.570000 sec): 3 clusters
  Score: Raw -392586.092313 + Penalty 2770.548448 = -389815.543865
  nChanged 1
		SP:Iteration 44Q (28794.730000 sec): 3 clusters
  Score: Raw -392586.334883 + Penalty 2770.548448 = -389815.786435
  nChanged 0
		SP:Iteration 45F (28794.880000 sec): 3 clusters
  Score: Raw -392586.334883 + Penalty 2770.548448 = -389815.786435
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28794.950000 sec): 2 clusters
  Score: Raw -117804.421580 + Penalty 1197.150022 = -116607.271558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28795.110000 sec): 3 clusters
  Score: Raw -117191.427558 + Penalty 2394.300044 = -114797.127513
  nChanged 547
		SP:Iteration 1F (28795.270000 sec): 3 clusters
  Score: Raw -117775.477094 + Penalty 2394.300044 = -115381.177049
  nChanged 200
		SP:Iteration 2F (28795.440000 sec): 3 clusters
  Score: Raw -118162.046682 + Penalty 2394.300044 = -115767.746638
  nChanged 137
		SP:Iteration 3F (28795.600000 sec): 3 clusters
  Score: Raw -118359.607322 + Penalty 2394.300044 = -115965.307278
  nChanged 76
		SP:Iteration 4Q (28795.770000 sec): 3 clusters
  Score: Raw -118445.433771 + Penalty 2394.300044 = -116051.133726
  nChanged 51
		SP:Iteration 5Q (28795.930000 sec): 3 clusters
  Score: Raw -118492.122026 + Penalty 2394.300044 = -116097.821981
  nChanged 28
		SP:Iteration 6Q (28796.090000 sec): 3 clusters
  Score: Raw -118527.789537 + Penalty 2394.300044 = -116133.489493
  nChanged 21
		SP:Iteration 7Q (28796.250000 sec): 3 clusters
  Score: Raw -118552.598864 + Penalty 2394.300044 = -116158.298819
  nChanged 22
		SP:Iteration 8Q (28796.420000 sec): 3 clusters
  Score: Raw -118569.060450 + Penalty 2394.300044 = -116174.760406
  nChanged 11
		SP:Iteration 9Q (28796.580000 sec): 3 clusters
  Score: Raw -118581.711636 + Penalty 2394.300044 = -116187.411591
  nChanged 9
		SP:Iteration 10Q (28796.740000 sec): 3 clusters
  Score: Raw -118587.653360 + Penalty 2394.300044 = -116193.353316
  nChanged 7
		SP:Iteration 11Q (28796.900000 sec): 3 clusters
  Score: Raw -118591.788452 + Penalty 2394.300044 = -116197.488408
  nChanged 5
		SP:Iteration 12Q (28797.070000 sec): 3 clusters
  Score: Raw -118593.835742 + Penalty 2394.300044 = -116199.535698
  nChanged 3
		SP:Iteration 13Q (28797.230000 sec): 3 clusters
  Score: Raw -118594.612680 + Penalty 2394.300044 = -116200.312636
  nChanged 0
		SP:Iteration 14F (28797.390000 sec): 3 clusters
  Score: Raw -118594.612680 + Penalty 2394.300044 = -116200.312636
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (2494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28797.470000 sec): 2 clusters
  Score: Raw -240535.907739 + Penalty 1271.017008 = -239264.890731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28797.630000 sec): 3 clusters
  Score: Raw -239439.170160 + Penalty 2542.034016 = -236897.136144
  nChanged 888
		SP:Iteration 1F (28797.790000 sec): 3 clusters
  Score: Raw -240007.716883 + Penalty 2542.034016 = -237465.682867
  nChanged 208
		SP:Iteration 2F (28797.960000 sec): 3 clusters
  Score: Raw -240168.281970 + Penalty 2542.034016 = -237626.247954
  nChanged 136
		SP:Iteration 3F (28798.120000 sec): 3 clusters
  Score: Raw -240254.677462 + Penalty 2542.034016 = -237712.643446
  nChanged 101
		SP:Iteration 4Q (28798.290000 sec): 3 clusters
  Score: Raw -240322.506946 + Penalty 2542.034016 = -237780.472930
  nChanged 75
		SP:Iteration 5Q (28798.450000 sec): 3 clusters
  Score: Raw -240371.036790 + Penalty 2542.034016 = -237829.002774
  nChanged 59
		SP:Iteration 6Q (28798.610000 sec): 3 clusters
  Score: Raw -240405.984700 + Penalty 2542.034016 = -237863.950684
  nChanged 48
		SP:Iteration 7Q (28798.770000 sec): 3 clusters
  Score: Raw -240428.855320 + Penalty 2542.034016 = -237886.821304
  nChanged 25
		SP:Iteration 8Q (28798.930000 sec): 3 clusters
  Score: Raw -240439.896707 + Penalty 2542.034016 = -237897.862691
  nChanged 26
		SP:Iteration 9Q (28799.090000 sec): 3 clusters
  Score: Raw -240450.798823 + Penalty 2542.034016 = -237908.764807
  nChanged 16
		SP:Iteration 10Q (28799.250000 sec): 3 clusters
  Score: Raw -240457.445283 + Penalty 2542.034016 = -237915.411267
  nChanged 23
		SP:Iteration 11Q (28799.410000 sec): 3 clusters
  Score: Raw -240468.248073 + Penalty 2542.034016 = -237926.214056
  nChanged 22
		SP:Iteration 12Q (28799.580000 sec): 3 clusters
  Score: Raw -240477.068912 + Penalty 2542.034016 = -237935.034896
  nChanged 12
		SP:Iteration 13Q (28799.740000 sec): 3 clusters
  Score: Raw -240484.454334 + Penalty 2542.034016 = -237942.420318
  nChanged 19
		SP:Iteration 14Q (28799.910000 sec): 3 clusters
  Score: Raw -240492.724418 + Penalty 2542.034016 = -237950.690402
  nChanged 11
		SP:Iteration 15Q (28800.070000 sec): 3 clusters
  Score: Raw -240497.760952 + Penalty 2542.034016 = -237955.726936
  nChanged 7
		SP:Iteration 16Q (28800.230000 sec): 3 clusters
  Score: Raw -240500.064692 + Penalty 2542.034016 = -237958.030676
  nChanged 3
		SP:Iteration 17Q (28800.390000 sec): 3 clusters
  Score: Raw -240501.384949 + Penalty 2542.034016 = -237959.350933
  nChanged 2
		SP:Iteration 18Q (28800.590000 sec): 3 clusters
  Score: Raw -240502.238029 + Penalty 2542.034016 = -237960.204013
  nChanged 2
		SP:Iteration 19Q (28800.740000 sec): 3 clusters
  Score: Raw -240503.258732 + Penalty 2542.034016 = -237961.224715
  nChanged 6
		SP:Iteration 20F (28800.890000 sec): 3 clusters
  Score: Raw -240505.702419 + Penalty 2542.034016 = -237963.668403
  nChanged 3
		SP:Iteration 21Q (28801.030000 sec): 3 clusters
  Score: Raw -240506.790235 + Penalty 2542.034016 = -237964.756219
  nChanged 3
		SP:Iteration 22Q (28801.200000 sec): 3 clusters
  Score: Raw -240507.950093 + Penalty 2542.034016 = -237965.916077
  nChanged 5
		SP:Iteration 23Q (28801.360000 sec): 3 clusters
  Score: Raw -240510.173589 + Penalty 2542.034016 = -237968.139573
  nChanged 5
		SP:Iteration 24Q (28801.530000 sec): 3 clusters
  Score: Raw -240511.803408 + Penalty 2542.034016 = -237969.769392
  nChanged 4
		SP:Iteration 25Q (28801.680000 sec): 3 clusters
  Score: Raw -240513.108712 + Penalty 2542.034016 = -237971.074696
  nChanged 5
		SP:Iteration 26Q (28801.850000 sec): 3 clusters
  Score: Raw -240515.519038 + Penalty 2542.034016 = -237973.485022
  nChanged 1
		SP:Iteration 27Q (28802.010000 sec): 3 clusters
  Score: Raw -240515.895219 + Penalty 2542.034016 = -237973.861203
  nChanged 1
		SP:Iteration 28Q (28802.170000 sec): 3 clusters
  Score: Raw -240516.100831 + Penalty 2542.034016 = -237974.066815
  nChanged 1
		SP:Iteration 29Q (28802.340000 sec): 3 clusters
  Score: Raw -240516.397740 + Penalty 2542.034016 = -237974.363724
  nChanged 3
		SP:Iteration 30Q (28802.500000 sec): 3 clusters
  Score: Raw -240517.765778 + Penalty 2542.034016 = -237975.731762
  nChanged 1
		SP:Iteration 31Q (28802.660000 sec): 3 clusters
  Score: Raw -240518.093807 + Penalty 2542.034016 = -237976.059791
  nChanged 2
		SP:Iteration 32Q (28802.830000 sec): 3 clusters
  Score: Raw -240518.789320 + Penalty 2542.034016 = -237976.755304
  nChanged 2
		SP:Iteration 33Q (28802.990000 sec): 3 clusters
  Score: Raw -240519.962659 + Penalty 2542.034016 = -237977.928643
  nChanged 6
		SP:Iteration 34Q (28803.150000 sec): 3 clusters
  Score: Raw -240523.629497 + Penalty 2542.034016 = -237981.595481
  nChanged 11
		SP:Iteration 35Q (28803.310000 sec): 3 clusters
  Score: Raw -240528.942073 + Penalty 2542.034016 = -237986.908057
  nChanged 10
		SP:Iteration 36Q (28803.480000 sec): 3 clusters
  Score: Raw -240533.059163 + Penalty 2542.034016 = -237991.025147
  nChanged 9
		SP:Iteration 37Q (28803.640000 sec): 3 clusters
  Score: Raw -240537.249407 + Penalty 2542.034016 = -237995.215391
  nChanged 5
		SP:Iteration 38Q (28803.800000 sec): 3 clusters
  Score: Raw -240540.927953 + Penalty 2542.034016 = -237998.893937
  nChanged 8
		SP:Iteration 39Q (28803.960000 sec): 3 clusters
  Score: Raw -240544.686320 + Penalty 2542.034016 = -238002.652304
  nChanged 7
		SP:Iteration 40F (28804.120000 sec): 3 clusters
  Score: Raw -240547.726914 + Penalty 2542.034016 = -238005.692898
  nChanged 6
		SP:Iteration 41Q (28804.290000 sec): 3 clusters
  Score: Raw -240550.231701 + Penalty 2542.034016 = -238008.197685
  nChanged 4
		SP:Iteration 42Q (28804.450000 sec): 3 clusters
  Score: Raw -240552.251806 + Penalty 2542.034016 = -238010.217790
  nChanged 4
		SP:Iteration 43Q (28804.610000 sec): 3 clusters
  Score: Raw -240554.182340 + Penalty 2542.034016 = -238012.148324
  nChanged 3
		SP:Iteration 44Q (28804.780000 sec): 3 clusters
  Score: Raw -240554.874423 + Penalty 2542.034016 = -238012.840407
  nChanged 2
		SP:Iteration 45Q (28804.940000 sec): 3 clusters
  Score: Raw -240556.182221 + Penalty 2542.034016 = -238014.148205
  nChanged 3
		SP:Iteration 46Q (28805.110000 sec): 3 clusters
  Score: Raw -240557.588414 + Penalty 2542.034016 = -238015.554398
  nChanged 5
		SP:Iteration 47Q (28805.270000 sec): 3 clusters
  Score: Raw -240559.699071 + Penalty 2542.034016 = -238017.665055
  nChanged 2
		SP:Iteration 48Q (28805.430000 sec): 3 clusters
  Score: Raw -240560.305554 + Penalty 2542.034016 = -238018.271538
  nChanged 2
		SP:Iteration 49Q (28805.600000 sec): 3 clusters
  Score: Raw -240560.610164 + Penalty 2542.034016 = -238018.576148
  nChanged 0
		SP:Iteration 50F (28805.740000 sec): 3 clusters
  Score: Raw -240560.610164 + Penalty 2542.034016 = -238018.576148
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (5584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28805.900000 sec): 2 clusters
  Score: Raw -392594.628229 + Penalty 1401.994855 = -391192.633374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28806.030000 sec): 3 clusters
  Score: Raw -389692.130853 + Penalty 2803.989709 = -386888.141143
  nChanged 2248
		SP:Iteration 1F (28806.170000 sec): 3 clusters
  Score: Raw -391604.683894 + Penalty 2803.989709 = -388800.694185
  nChanged 647
		SP:Iteration 2F (28806.310000 sec): 3 clusters
  Score: Raw -392306.951644 + Penalty 2803.989709 = -389502.961935
  nChanged 466
		SP:Iteration 3F (28806.450000 sec): 3 clusters
  Score: Raw -392691.083413 + Penalty 2803.989709 = -389887.093703
  nChanged 313
		SP:Iteration 4F (28806.590000 sec): 3 clusters
  Score: Raw -392916.795203 + Penalty 2803.989709 = -390112.805493
  nChanged 204
		SP:Iteration 5Q (28806.740000 sec): 3 clusters
  Score: Raw -393052.817214 + Penalty 2803.989709 = -390248.827505
  nChanged 164
		SP:Iteration 6Q (28806.910000 sec): 3 clusters
  Score: Raw -393137.749038 + Penalty 2803.989709 = -390333.759329
  nChanged 117
		SP:Iteration 7Q (28807.070000 sec): 3 clusters
  Score: Raw -393191.732380 + Penalty 2803.989709 = -390387.742670
  nChanged 84
		SP:Iteration 8Q (28807.250000 sec): 3 clusters
  Score: Raw -393228.500070 + Penalty 2803.989709 = -390424.510361
  nChanged 87
		SP:Iteration 9Q (28807.390000 sec): 3 clusters
  Score: Raw -393261.005279 + Penalty 2803.989709 = -390457.015570
  nChanged 65
		SP:Iteration 10Q (28807.540000 sec): 3 clusters
  Score: Raw -393282.639892 + Penalty 2803.989709 = -390478.650183
  nChanged 59
		SP:Iteration 11Q (28807.690000 sec): 3 clusters
  Score: Raw -393313.733768 + Penalty 2803.989709 = -390509.744058
  nChanged 60
		SP:Iteration 12Q (28807.830000 sec): 3 clusters
  Score: Raw -393342.186196 + Penalty 2803.989709 = -390538.196487
  nChanged 53
		SP:Iteration 13Q (28807.970000 sec): 3 clusters
  Score: Raw -393364.948852 + Penalty 2803.989709 = -390560.959142
  nChanged 48
		SP:Iteration 14Q (28808.110000 sec): 3 clusters
  Score: Raw -393382.006007 + Penalty 2803.989709 = -390578.016298
  nChanged 37
		SP:Iteration 15Q (28808.290000 sec): 3 clusters
  Score: Raw -393394.547128 + Penalty 2803.989709 = -390590.557419
  nChanged 25
		SP:Iteration 16Q (28808.430000 sec): 3 clusters
  Score: Raw -393401.769849 + Penalty 2803.989709 = -390597.780140
  nChanged 22
		SP:Iteration 17Q (28808.570000 sec): 3 clusters
  Score: Raw -393407.781030 + Penalty 2803.989709 = -390603.791321
  nChanged 15
		SP:Iteration 18Q (28808.820000 sec): 3 clusters
  Score: Raw -393410.805730 + Penalty 2803.989709 = -390606.816021
  nChanged 7
		SP:Iteration 19Q (28808.890000 sec): 3 clusters
  Score: Raw -393411.732647 + Penalty 2803.989709 = -390607.742938
  nChanged 2
		SP:Iteration 20F (28809.070000 sec): 3 clusters
  Score: Raw -393411.926447 + Penalty 2803.989709 = -390607.936738
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (6648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28809.200000 sec): 2 clusters
  Score: Raw -509752.811680 + Penalty 1430.336592 = -508322.475088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28809.410000 sec): 3 clusters
  Score: Raw -506148.965194 + Penalty 2860.673184 = -503288.292010
  nChanged 2773
		SP:Iteration 1F (28809.610000 sec): 3 clusters
  Score: Raw -507941.048745 + Penalty 2860.673184 = -505080.375561
  nChanged 552
		SP:Iteration 2F (28809.810000 sec): 3 clusters
  Score: Raw -508297.191723 + Penalty 2860.673184 = -505436.518539
  nChanged 424
		SP:Iteration 3F (28809.990000 sec): 3 clusters
  Score: Raw -508559.905178 + Penalty 2860.673184 = -505699.231994
  nChanged 329
		SP:Iteration 4Q (28810.190000 sec): 3 clusters
  Score: Raw -508778.177841 + Penalty 2860.673184 = -505917.504657
  nChanged 307
		SP:Iteration 5Q (28810.370000 sec): 3 clusters
  Score: Raw -508962.216213 + Penalty 2860.673184 = -506101.543029
  nChanged 257
		SP:Iteration 6Q (28810.560000 sec): 3 clusters
  Score: Raw -509118.721623 + Penalty 2860.673184 = -506258.048438
  nChanged 218
		SP:Iteration 7Q (28810.750000 sec): 3 clusters
  Score: Raw -509256.261212 + Penalty 2860.673184 = -506395.588028
  nChanged 210
		SP:Iteration 8Q (28810.950000 sec): 3 clusters
  Score: Raw -509373.897494 + Penalty 2860.673184 = -506513.224309
  nChanged 190
		SP:Iteration 9Q (28811.140000 sec): 3 clusters
  Score: Raw -509492.955638 + Penalty 2860.673184 = -506632.282454
  nChanged 188
		SP:Iteration 10Q (28811.330000 sec): 3 clusters
  Score: Raw -509576.506911 + Penalty 2860.673184 = -506715.833726
  nChanged 133
		SP:Iteration 11Q (28811.520000 sec): 3 clusters
  Score: Raw -509634.232415 + Penalty 2860.673184 = -506773.559231
  nChanged 116
		SP:Iteration 12Q (28811.710000 sec): 3 clusters
  Score: Raw -509680.729716 + Penalty 2860.673184 = -506820.056532
  nChanged 114
		SP:Iteration 13Q (28811.910000 sec): 3 clusters
  Score: Raw -509719.643804 + Penalty 2860.673184 = -506858.970619
  nChanged 85
		SP:Iteration 14Q (28812.100000 sec): 3 clusters
  Score: Raw -509749.353607 + Penalty 2860.673184 = -506888.680423
  nChanged 78
		SP:Iteration 15Q (28812.300000 sec): 3 clusters
  Score: Raw -509774.448637 + Penalty 2860.673184 = -506913.775453
  nChanged 47
		SP:Iteration 16Q (28812.490000 sec): 3 clusters
  Score: Raw -509786.072740 + Penalty 2860.673184 = -506925.399556
  nChanged 36
		SP:Iteration 17Q (28812.690000 sec): 3 clusters
  Score: Raw -509795.449023 + Penalty 2860.673184 = -506934.775839
  nChanged 29
		SP:Iteration 18Q (28812.880000 sec): 3 clusters
  Score: Raw -509802.227310 + Penalty 2860.673184 = -506941.554126
  nChanged 23
		SP:Iteration 19Q (28813.080000 sec): 3 clusters
  Score: Raw -509806.551121 + Penalty 2860.673184 = -506945.877937
  nChanged 18
		SP:Iteration 20F (28813.270000 sec): 3 clusters
  Score: Raw -509810.528157 + Penalty 2860.673184 = -506949.854973
  nChanged 9
		SP:Iteration 21Q (28813.460000 sec): 3 clusters
  Score: Raw -509813.737400 + Penalty 2860.673184 = -506953.064216
  nChanged 13
		SP:Iteration 22Q (28813.660000 sec): 3 clusters
  Score: Raw -509816.306832 + Penalty 2860.673184 = -506955.633648
  nChanged 18
		SP:Iteration 23Q (28813.850000 sec): 3 clusters
  Score: Raw -509819.728921 + Penalty 2860.673184 = -506959.055737
  nChanged 20
		SP:Iteration 24Q (28814.040000 sec): 3 clusters
  Score: Raw -509826.063278 + Penalty 2860.673184 = -506965.390093
  nChanged 32
		SP:Iteration 25Q (28814.240000 sec): 3 clusters
  Score: Raw -509834.985079 + Penalty 2860.673184 = -506974.311894
  nChanged 34
		SP:Iteration 26Q (28814.430000 sec): 3 clusters
  Score: Raw -509844.192320 + Penalty 2860.673184 = -506983.519135
  nChanged 47
		SP:Iteration 27Q (28814.630000 sec): 3 clusters
  Score: Raw -509859.134318 + Penalty 2860.673184 = -506998.461134
  nChanged 42
		SP:Iteration 28Q (28814.820000 sec): 3 clusters
  Score: Raw -509873.677118 + Penalty 2860.673184 = -507013.003934
  nChanged 52
		SP:Iteration 29Q (28815.010000 sec): 3 clusters
  Score: Raw -509893.723885 + Penalty 2860.673184 = -507033.050700
  nChanged 51
		SP:Iteration 30Q (28815.210000 sec): 3 clusters
  Score: Raw -509916.698457 + Penalty 2860.673184 = -507056.025272
  nChanged 59
		SP:Iteration 31Q (28815.400000 sec): 3 clusters
  Score: Raw -509938.245154 + Penalty 2860.673184 = -507077.571969
  nChanged 63
		SP:Iteration 32Q (28815.600000 sec): 3 clusters
  Score: Raw -509964.911209 + Penalty 2860.673184 = -507104.238025
  nChanged 68
		SP:Iteration 33Q (28815.750000 sec): 3 clusters
  Score: Raw -509996.942169 + Penalty 2860.673184 = -507136.268984
  nChanged 69
		SP:Iteration 34Q (28815.950000 sec): 3 clusters
  Score: Raw -510028.911214 + Penalty 2860.673184 = -507168.238029
  nChanged 77
		SP:Iteration 35Q (28816.140000 sec): 3 clusters
  Score: Raw -510061.904034 + Penalty 2860.673184 = -507201.230850
  nChanged 63
		SP:Iteration 36Q (28816.330000 sec): 3 clusters
  Score: Raw -510091.203091 + Penalty 2860.673184 = -507230.529906
  nChanged 83
		SP:Iteration 37Q (28816.520000 sec): 3 clusters
  Score: Raw -510137.872501 + Penalty 2860.673184 = -507277.199316
  nChanged 85
		SP:Iteration 38Q (28816.710000 sec): 3 clusters
  Score: Raw -510179.892428 + Penalty 2860.673184 = -507319.219244
  nChanged 76
		SP:Iteration 39Q (28816.860000 sec): 3 clusters
  Score: Raw -510216.735827 + Penalty 2860.673184 = -507356.062643
  nChanged 69
		SP:Iteration 40F (28817.050000 sec): 3 clusters
  Score: Raw -510250.713311 + Penalty 2860.673184 = -507390.040126
  nChanged 74
		SP:Iteration 41Q (28817.240000 sec): 3 clusters
  Score: Raw -510291.592314 + Penalty 2860.673184 = -507430.919129
  nChanged 87
		SP:Iteration 42Q (28817.450000 sec): 3 clusters
  Score: Raw -510340.128541 + Penalty 2860.673184 = -507479.455357
  nChanged 92
		SP:Iteration 43Q (28817.610000 sec): 3 clusters
  Score: Raw -510398.157218 + Penalty 2860.673184 = -507537.484034
  nChanged 79
		SP:Iteration 44Q (28817.760000 sec): 3 clusters
  Score: Raw -510447.496771 + Penalty 2860.673184 = -507586.823587
  nChanged 77
		SP:Iteration 45Q (28817.910000 sec): 3 clusters
  Score: Raw -510489.895417 + Penalty 2860.673184 = -507629.222233
  nChanged 65
		SP:Iteration 46Q (28818.060000 sec): 3 clusters
  Score: Raw -510525.262562 + Penalty 2860.673184 = -507664.589377
  nChanged 59
		SP:Iteration 47Q (28818.250000 sec): 3 clusters
  Score: Raw -510556.688045 + Penalty 2860.673184 = -507696.014860
  nChanged 59
		SP:Iteration 48Q (28818.410000 sec): 3 clusters
  Score: Raw -510585.825583 + Penalty 2860.673184 = -507725.152398
  nChanged 46
		SP:Iteration 49Q (28818.560000 sec): 3 clusters
  Score: Raw -510606.743824 + Penalty 2860.673184 = -507746.070640
  nChanged 45
		SP:Iteration 50Q (28818.740000 sec): 3 clusters
  Score: Raw -510633.884191 + Penalty 2860.673184 = -507773.211007
  nChanged 45
		SP:Iteration 51Q (28818.910000 sec): 3 clusters
  Score: Raw -510658.577290 + Penalty 2860.673184 = -507797.904105
  nChanged 47
		SP:Iteration 52Q (28819.110000 sec): 3 clusters
  Score: Raw -510680.389887 + Penalty 2860.673184 = -507819.716703
  nChanged 38
		SP:Iteration 53Q (28819.260000 sec): 3 clusters
  Score: Raw -510700.715115 + Penalty 2860.673184 = -507840.041931
  nChanged 35
		SP:Iteration 54Q (28819.410000 sec): 3 clusters
  Score: Raw -510726.051274 + Penalty 2860.673184 = -507865.378089
  nChanged 37
		SP:Iteration 55Q (28819.600000 sec): 3 clusters
  Score: Raw -510748.603326 + Penalty 2860.673184 = -507887.930142
  nChanged 31
		SP:Iteration 56Q (28819.750000 sec): 3 clusters
  Score: Raw -510762.443285 + Penalty 2860.673184 = -507901.770101
  nChanged 22
		SP:Iteration 57Q (28819.940000 sec): 3 clusters
  Score: Raw -510770.198760 + Penalty 2860.673184 = -507909.525576
  nChanged 22
		SP:Iteration 58Q (28820.090000 sec): 3 clusters
  Score: Raw -510781.389236 + Penalty 2860.673184 = -507920.716052
  nChanged 17
		SP:Iteration 59Q (28820.230000 sec): 3 clusters
  Score: Raw -510791.430722 + Penalty 2860.673184 = -507930.757538
  nChanged 19
		SP:Iteration 60F (28820.420000 sec): 3 clusters
  Score: Raw -510800.542041 + Penalty 2860.673184 = -507939.868857
  nChanged 11
		SP:Iteration 61Q (28820.570000 sec): 3 clusters
  Score: Raw -510807.061469 + Penalty 2860.673184 = -507946.388284
  nChanged 22
		SP:Iteration 62Q (28820.760000 sec): 3 clusters
  Score: Raw -510818.365527 + Penalty 2860.673184 = -507957.692343
  nChanged 16
		SP:Iteration 63Q (28820.910000 sec): 3 clusters
  Score: Raw -510826.436551 + Penalty 2860.673184 = -507965.763366
  nChanged 16
		SP:Iteration 64Q (28821.060000 sec): 3 clusters
  Score: Raw -510831.648937 + Penalty 2860.673184 = -507970.975753
  nChanged 7
		SP:Iteration 65Q (28821.210000 sec): 3 clusters
  Score: Raw -510836.218066 + Penalty 2860.673184 = -507975.544881
  nChanged 12
		SP:Iteration 66Q (28821.350000 sec): 3 clusters
  Score: Raw -510841.890531 + Penalty 2860.673184 = -507981.217346
  nChanged 14
		SP:Iteration 67Q (28821.500000 sec): 3 clusters
  Score: Raw -510848.166777 + Penalty 2860.673184 = -507987.493593
  nChanged 16
		SP:Iteration 68Q (28821.650000 sec): 3 clusters
  Score: Raw -510854.500868 + Penalty 2860.673184 = -507993.827684
  nChanged 8
		SP:Iteration 69Q (28821.800000 sec): 3 clusters
  Score: Raw -510858.295865 + Penalty 2860.673184 = -507997.622680
  nChanged 3
		SP:Iteration 70Q (28821.950000 sec): 3 clusters
  Score: Raw -510860.203628 + Penalty 2860.673184 = -507999.530444
  nChanged 4
		SP:Iteration 71Q (28822.140000 sec): 3 clusters
  Score: Raw -510861.857855 + Penalty 2860.673184 = -508001.184670
  nChanged 4
		SP:Iteration 72Q (28822.290000 sec): 3 clusters
  Score: Raw -510863.225808 + Penalty 2860.673184 = -508002.552623
  nChanged 5
		SP:Iteration 73Q (28822.430000 sec): 3 clusters
  Score: Raw -510864.593646 + Penalty 2860.673184 = -508003.920462
  nChanged 2
		SP:Iteration 74Q (28822.590000 sec): 3 clusters
  Score: Raw -510865.288627 + Penalty 2860.673184 = -508004.615443
  nChanged 1
		SP:Iteration 75Q (28822.770000 sec): 3 clusters
  Score: Raw -510865.723014 + Penalty 2860.673184 = -508005.049830
  nChanged 1
		SP:Iteration 76Q (28822.920000 sec): 3 clusters
  Score: Raw -510866.163392 + Penalty 2860.673184 = -508005.490207
  nChanged 0
		SP:Iteration 77F (28823.110000 sec): 3 clusters
  Score: Raw -510866.163392 + Penalty 2860.673184 = -508005.490207
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (7654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28823.220000 sec): 2 clusters
  Score: Raw -661658.636753 + Penalty 1453.234846 = -660205.401907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28823.410000 sec): 3 clusters
  Score: Raw -657632.390612 + Penalty 2906.469691 = -654725.920921
  nChanged 3210
		SP:Iteration 1F (28823.590000 sec): 3 clusters
  Score: Raw -659955.725878 + Penalty 2906.469691 = -657049.256187
  nChanged 746
		SP:Iteration 2F (28823.780000 sec): 3 clusters
  Score: Raw -660786.934155 + Penalty 2906.469691 = -657880.464464
  nChanged 689
		SP:Iteration 3F (28823.960000 sec): 3 clusters
  Score: Raw -661435.293971 + Penalty 2906.469691 = -658528.824279
  nChanged 529
		SP:Iteration 4F (28824.140000 sec): 3 clusters
  Score: Raw -661859.900601 + Penalty 2906.469691 = -658953.430910
  nChanged 399
		SP:Iteration 5F (28824.330000 sec): 3 clusters
  Score: Raw -662116.653151 + Penalty 2906.469691 = -659210.183459
  nChanged 288
		SP:Iteration 6Q (28824.550000 sec): 3 clusters
  Score: Raw -662269.565636 + Penalty 2906.469691 = -659363.095944
  nChanged 196
		SP:Iteration 7Q (28824.710000 sec): 3 clusters
  Score: Raw -662345.577215 + Penalty 2906.469691 = -659439.107523
  nChanged 136
		SP:Iteration 8Q (28824.880000 sec): 3 clusters
  Score: Raw -662392.178053 + Penalty 2906.469691 = -659485.708361
  nChanged 99
		SP:Iteration 9Q (28825.050000 sec): 3 clusters
  Score: Raw -662420.055134 + Penalty 2906.469691 = -659513.585443
  nChanged 84
		SP:Iteration 10Q (28825.220000 sec): 3 clusters
  Score: Raw -662441.246896 + Penalty 2906.469691 = -659534.777204
  nChanged 68
		SP:Iteration 11Q (28825.390000 sec): 3 clusters
  Score: Raw -662455.329267 + Penalty 2906.469691 = -659548.859575
  nChanged 54
		SP:Iteration 12Q (28825.550000 sec): 3 clusters
  Score: Raw -662468.082671 + Penalty 2906.469691 = -659561.612979
  nChanged 58
		SP:Iteration 13Q (28825.720000 sec): 3 clusters
  Score: Raw -662482.964304 + Penalty 2906.469691 = -659576.494613
  nChanged 66
		SP:Iteration 14Q (28825.890000 sec): 3 clusters
  Score: Raw -662498.567861 + Penalty 2906.469691 = -659592.098170
  nChanged 56
		SP:Iteration 15Q (28826.070000 sec): 3 clusters
  Score: Raw -662510.825719 + Penalty 2906.469691 = -659604.356028
  nChanged 37
		SP:Iteration 16Q (28826.250000 sec): 3 clusters
  Score: Raw -662519.117815 + Penalty 2906.469691 = -659612.648124
  nChanged 26
		SP:Iteration 17Q (28826.430000 sec): 3 clusters
  Score: Raw -662523.785130 + Penalty 2906.469691 = -659617.315438
  nChanged 21
		SP:Iteration 18Q (28826.610000 sec): 3 clusters
  Score: Raw -662526.649845 + Penalty 2906.469691 = -659620.180153
  nChanged 21
		SP:Iteration 19Q (28826.770000 sec): 3 clusters
  Score: Raw -662529.596761 + Penalty 2906.469691 = -659623.127070
  nChanged 18
		SP:Iteration 20F (28826.940000 sec): 3 clusters
  Score: Raw -662532.402500 + Penalty 2906.469691 = -659625.932809
  nChanged 20
		SP:Iteration 21Q (28827.110000 sec): 3 clusters
  Score: Raw -662537.129183 + Penalty 2906.469691 = -659630.659492
  nChanged 26
		SP:Iteration 22Q (28827.280000 sec): 3 clusters
  Score: Raw -662542.816105 + Penalty 2906.469691 = -659636.346413
  nChanged 23
		SP:Iteration 23Q (28827.450000 sec): 3 clusters
  Score: Raw -662548.379927 + Penalty 2906.469691 = -659641.910236
  nChanged 30
		SP:Iteration 24Q (28827.610000 sec): 3 clusters
  Score: Raw -662554.749908 + Penalty 2906.469691 = -659648.280217
  nChanged 32
		SP:Iteration 25Q (28827.780000 sec): 3 clusters
  Score: Raw -662561.541185 + Penalty 2906.469691 = -659655.071493
  nChanged 24
		SP:Iteration 26Q (28827.960000 sec): 3 clusters
  Score: Raw -662565.333270 + Penalty 2906.469691 = -659658.863578
  nChanged 19
		SP:Iteration 27Q (28828.130000 sec): 3 clusters
  Score: Raw -662568.811738 + Penalty 2906.469691 = -659662.342047
  nChanged 18
		SP:Iteration 28Q (28828.300000 sec): 3 clusters
  Score: Raw -662572.087066 + Penalty 2906.469691 = -659665.617374
  nChanged 19
		SP:Iteration 29Q (28828.470000 sec): 3 clusters
  Score: Raw -662576.463231 + Penalty 2906.469691 = -659669.993539
  nChanged 23
		SP:Iteration 30Q (28828.630000 sec): 3 clusters
  Score: Raw -662581.405767 + Penalty 2906.469691 = -659674.936075
  nChanged 18
		SP:Iteration 31Q (28828.800000 sec): 3 clusters
  Score: Raw -662584.953827 + Penalty 2906.469691 = -659678.484135
  nChanged 20
		SP:Iteration 32Q (28828.970000 sec): 3 clusters
  Score: Raw -662589.231544 + Penalty 2906.469691 = -659682.761853
  nChanged 22
		SP:Iteration 33Q (28829.140000 sec): 3 clusters
  Score: Raw -662593.616836 + Penalty 2906.469691 = -659687.147144
  nChanged 20
		SP:Iteration 34Q (28829.310000 sec): 3 clusters
  Score: Raw -662596.644495 + Penalty 2906.469691 = -659690.174803
  nChanged 13
		SP:Iteration 35Q (28829.480000 sec): 3 clusters
  Score: Raw -662598.675286 + Penalty 2906.469691 = -659692.205594
  nChanged 13
		SP:Iteration 36Q (28829.650000 sec): 3 clusters
  Score: Raw -662600.519725 + Penalty 2906.469691 = -659694.050033
  nChanged 9
		SP:Iteration 37Q (28829.820000 sec): 3 clusters
  Score: Raw -662601.307884 + Penalty 2906.469691 = -659694.838193
  nChanged 8
		SP:Iteration 38Q (28830.000000 sec): 3 clusters
  Score: Raw -662602.112570 + Penalty 2906.469691 = -659695.642879
  nChanged 5
		SP:Iteration 39Q (28830.170000 sec): 3 clusters
  Score: Raw -662603.008772 + Penalty 2906.469691 = -659696.539080
  nChanged 3
		SP:Iteration 40F (28830.340000 sec): 3 clusters
  Score: Raw -662603.181664 + Penalty 2906.469691 = -659696.711973
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (5038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28830.440000 sec): 2 clusters
  Score: Raw -426355.925693 + Penalty 1385.274224 = -424970.651468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28830.640000 sec): 3 clusters
  Score: Raw -423772.979723 + Penalty 2770.548448 = -421002.431275
  nChanged 2025
		SP:Iteration 1F (28830.830000 sec): 3 clusters
  Score: Raw -424919.449231 + Penalty 2770.548448 = -422148.900783
  nChanged 416
		SP:Iteration 2F (28830.980000 sec): 3 clusters
  Score: Raw -425188.207981 + Penalty 2770.548448 = -422417.659532
  nChanged 344
		SP:Iteration 3F (28831.140000 sec): 3 clusters
  Score: Raw -425397.706462 + Penalty 2770.548448 = -422627.158014
  nChanged 259
		SP:Iteration 4F (28831.270000 sec): 3 clusters
  Score: Raw -425564.180242 + Penalty 2770.548448 = -422793.631794
  nChanged 233
		SP:Iteration 5Q (28831.430000 sec): 3 clusters
  Score: Raw -425715.205846 + Penalty 2770.548448 = -422944.657398
  nChanged 207
		SP:Iteration 6Q (28831.590000 sec): 3 clusters
  Score: Raw -425856.131378 + Penalty 2770.548448 = -423085.582930
  nChanged 200
		SP:Iteration 7Q (28831.750000 sec): 3 clusters
  Score: Raw -426001.988281 + Penalty 2770.548448 = -423231.439833
  nChanged 210
		SP:Iteration 8Q (28831.910000 sec): 3 clusters
  Score: Raw -426172.330504 + Penalty 2770.548448 = -423401.782055
  nChanged 177
		SP:Iteration 9Q (28832.070000 sec): 3 clusters
  Score: Raw -426338.699829 + Penalty 2770.548448 = -423568.151380
  nChanged 204
		SP:Iteration 10Q (28832.230000 sec): 3 clusters
  Score: Raw -426523.516395 + Penalty 2770.548448 = -423752.967947
  nChanged 179
		SP:Iteration 11Q (28832.380000 sec): 3 clusters
  Score: Raw -426677.637590 + Penalty 2770.548448 = -423907.089141
  nChanged 153
		SP:Iteration 12Q (28832.540000 sec): 3 clusters
  Score: Raw -426804.256314 + Penalty 2770.548448 = -424033.707865
  nChanged 132
		SP:Iteration 13Q (28832.700000 sec): 3 clusters
  Score: Raw -426891.573420 + Penalty 2770.548448 = -424121.024971
  nChanged 105
		SP:Iteration 14Q (28832.900000 sec): 3 clusters
  Score: Raw -426943.660572 + Penalty 2770.548448 = -424173.112124
  nChanged 80
		SP:Iteration 15Q (28833.070000 sec): 3 clusters
  Score: Raw -426984.452155 + Penalty 2770.548448 = -424213.903706
  nChanged 65
		SP:Iteration 16Q (28833.270000 sec): 3 clusters
  Score: Raw -427017.509599 + Penalty 2770.548448 = -424246.961151
  nChanged 62
		SP:Iteration 17Q (28833.430000 sec): 3 clusters
  Score: Raw -427051.062472 + Penalty 2770.548448 = -424280.514023
  nChanged 51
		SP:Iteration 18Q (28833.600000 sec): 3 clusters
  Score: Raw -427081.396748 + Penalty 2770.548448 = -424310.848299
  nChanged 54
		SP:Iteration 19Q (28833.810000 sec): 3 clusters
  Score: Raw -427107.920578 + Penalty 2770.548448 = -424337.372130
  nChanged 46
		SP:Iteration 20F (28833.980000 sec): 3 clusters
  Score: Raw -427129.651512 + Penalty 2770.548448 = -424359.103063
  nChanged 41
		SP:Iteration 21Q (28834.180000 sec): 3 clusters
  Score: Raw -427153.047710 + Penalty 2770.548448 = -424382.499262
  nChanged 47
		SP:Iteration 22Q (28834.350000 sec): 3 clusters
  Score: Raw -427173.594453 + Penalty 2770.548448 = -424403.046004
  nChanged 31
		SP:Iteration 23Q (28834.480000 sec): 3 clusters
  Score: Raw -427184.837707 + Penalty 2770.548448 = -424414.289258
  nChanged 32
		SP:Iteration 24Q (28834.640000 sec): 3 clusters
  Score: Raw -427198.665044 + Penalty 2770.548448 = -424428.116595
  nChanged 32
		SP:Iteration 25Q (28834.800000 sec): 3 clusters
  Score: Raw -427210.337308 + Penalty 2770.548448 = -424439.788859
  nChanged 20
		SP:Iteration 26Q (28834.950000 sec): 3 clusters
  Score: Raw -427216.444371 + Penalty 2770.548448 = -424445.895922
  nChanged 19
		SP:Iteration 27Q (28835.110000 sec): 3 clusters
  Score: Raw -427221.570500 + Penalty 2770.548448 = -424451.022052
  nChanged 13
		SP:Iteration 28Q (28835.270000 sec): 3 clusters
  Score: Raw -427225.066708 + Penalty 2770.548448 = -424454.518260
  nChanged 12
		SP:Iteration 29Q (28835.430000 sec): 3 clusters
  Score: Raw -427229.092548 + Penalty 2770.548448 = -424458.544100
  nChanged 16
		SP:Iteration 30Q (28835.590000 sec): 3 clusters
  Score: Raw -427234.419312 + Penalty 2770.548448 = -424463.870863
  nChanged 11
		SP:Iteration 31Q (28835.750000 sec): 3 clusters
  Score: Raw -427237.509793 + Penalty 2770.548448 = -424466.961345
  nChanged 12
		SP:Iteration 32Q (28835.910000 sec): 3 clusters
  Score: Raw -427240.564654 + Penalty 2770.548448 = -424470.016205
  nChanged 14
		SP:Iteration 33Q (28836.070000 sec): 3 clusters
  Score: Raw -427243.548068 + Penalty 2770.548448 = -424472.999620
  nChanged 7
		SP:Iteration 34Q (28836.230000 sec): 3 clusters
  Score: Raw -427244.914401 + Penalty 2770.548448 = -424474.365953
  nChanged 3
		SP:Iteration 35Q (28836.380000 sec): 3 clusters
  Score: Raw -427245.490887 + Penalty 2770.548448 = -424474.942439
  nChanged 3
		SP:Iteration 36Q (28836.540000 sec): 3 clusters
  Score: Raw -427245.990821 + Penalty 2770.548448 = -424475.442373
  nChanged 2
		SP:Iteration 37Q (28836.700000 sec): 3 clusters
  Score: Raw -427247.072583 + Penalty 2770.548448 = -424476.524134
  nChanged 6
		SP:Iteration 38Q (28836.860000 sec): 3 clusters
  Score: Raw -427248.518192 + Penalty 2770.548448 = -424477.969743
  nChanged 6
		SP:Iteration 39Q (28837.020000 sec): 3 clusters
  Score: Raw -427249.980465 + Penalty 2770.548448 = -424479.432017
  nChanged 5
		SP:Iteration 40F (28837.180000 sec): 3 clusters
  Score: Raw -427251.824646 + Penalty 2770.548448 = -424481.276197
  nChanged 5
		SP:Iteration 41Q (28837.330000 sec): 3 clusters
  Score: Raw -427253.356593 + Penalty 2770.548448 = -424482.808144
  nChanged 6
		SP:Iteration 42Q (28837.490000 sec): 3 clusters
  Score: Raw -427255.547012 + Penalty 2770.548448 = -424484.998563
  nChanged 4
		SP:Iteration 43Q (28837.650000 sec): 3 clusters
  Score: Raw -427256.466997 + Penalty 2770.548448 = -424485.918549
  nChanged 4
		SP:Iteration 44Q (28837.850000 sec): 3 clusters
  Score: Raw -427257.711402 + Penalty 2770.548448 = -424487.162954
  nChanged 0
		SP:Iteration 45F (28838.010000 sec): 3 clusters
  Score: Raw -427257.711402 + Penalty 2770.548448 = -424487.162954
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (14283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28838.160000 sec): 2 clusters
  Score: Raw -1226622.823502 + Penalty 1554.609111 = -1225068.214391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28838.420000 sec): 3 clusters
  Score: Raw -1218249.242200 + Penalty 3109.218222 = -1215140.023979
  nChanged 6353
		SP:Iteration 1F (28838.700000 sec): 3 clusters
  Score: Raw -1222171.377041 + Penalty 3109.218222 = -1219062.158819
  nChanged 1074
		SP:Iteration 2F (28838.950000 sec): 3 clusters
  Score: Raw -1222847.929802 + Penalty 3109.218222 = -1219738.711580
  nChanged 990
		SP:Iteration 3F (28839.190000 sec): 3 clusters
  Score: Raw -1223469.192002 + Penalty 3109.218222 = -1220359.973780
  nChanged 954
		SP:Iteration 4F (28839.400000 sec): 3 clusters
  Score: Raw -1224161.194323 + Penalty 3109.218222 = -1221051.976102
  nChanged 915
		SP:Iteration 5F (28839.650000 sec): 3 clusters
  Score: Raw -1224832.930316 + Penalty 3109.218222 = -1221723.712094
  nChanged 820
		SP:Iteration 6F (28839.890000 sec): 3 clusters
  Score: Raw -1225481.191049 + Penalty 3109.218222 = -1222371.972827
  nChanged 674
		SP:Iteration 7Q (28840.140000 sec): 3 clusters
  Score: Raw -1225988.826504 + Penalty 3109.218222 = -1222879.608282
  nChanged 537
		SP:Iteration 8Q (28840.400000 sec): 3 clusters
  Score: Raw -1226378.178180 + Penalty 3109.218222 = -1223268.959958
  nChanged 446
		SP:Iteration 9Q (28840.650000 sec): 3 clusters
  Score: Raw -1226700.747160 + Penalty 3109.218222 = -1223591.528939
  nChanged 399
		SP:Iteration 10Q (28840.890000 sec): 3 clusters
  Score: Raw -1226941.490510 + Penalty 3109.218222 = -1223832.272288
  nChanged 314
		SP:Iteration 11Q (28841.130000 sec): 3 clusters
  Score: Raw -1227099.478563 + Penalty 3109.218222 = -1223990.260341
  nChanged 240
		SP:Iteration 12Q (28841.380000 sec): 3 clusters
  Score: Raw -1227207.806199 + Penalty 3109.218222 = -1224098.587977
  nChanged 205
		SP:Iteration 13Q (28841.670000 sec): 3 clusters
  Score: Raw -1227293.930031 + Penalty 3109.218222 = -1224184.711809
  nChanged 181
		SP:Iteration 14Q (28841.920000 sec): 3 clusters
  Score: Raw -1227369.552124 + Penalty 3109.218222 = -1224260.333902
  nChanged 161
		SP:Iteration 15Q (28842.160000 sec): 3 clusters
  Score: Raw -1227424.610217 + Penalty 3109.218222 = -1224315.391995
  nChanged 122
		SP:Iteration 16Q (28842.410000 sec): 3 clusters
  Score: Raw -1227461.753262 + Penalty 3109.218222 = -1224352.535040
  nChanged 110
		SP:Iteration 17Q (28842.670000 sec): 3 clusters
  Score: Raw -1227490.969609 + Penalty 3109.218222 = -1224381.751387
  nChanged 91
		SP:Iteration 18Q (28842.910000 sec): 3 clusters
  Score: Raw -1227514.102054 + Penalty 3109.218222 = -1224404.883832
  nChanged 74
		SP:Iteration 19Q (28843.190000 sec): 3 clusters
  Score: Raw -1227534.432397 + Penalty 3109.218222 = -1224425.214175
  nChanged 80
		SP:Iteration 20F (28843.430000 sec): 3 clusters
  Score: Raw -1227553.041787 + Penalty 3109.218222 = -1224443.823565
  nChanged 54
		SP:Iteration 21Q (28843.710000 sec): 3 clusters
  Score: Raw -1227566.603942 + Penalty 3109.218222 = -1224457.385720
  nChanged 55
		SP:Iteration 22Q (28843.980000 sec): 3 clusters
  Score: Raw -1227579.194121 + Penalty 3109.218222 = -1224469.975900
  nChanged 51
		SP:Iteration 23Q (28844.270000 sec): 3 clusters
  Score: Raw -1227590.406892 + Penalty 3109.218222 = -1224481.188670
  nChanged 42
		SP:Iteration 24Q (28844.550000 sec): 3 clusters
  Score: Raw -1227600.407244 + Penalty 3109.218222 = -1224491.189022
  nChanged 37
		SP:Iteration 25Q (28844.830000 sec): 3 clusters
  Score: Raw -1227609.499776 + Penalty 3109.218222 = -1224500.281554
  nChanged 38
		SP:Iteration 26Q (28845.110000 sec): 3 clusters
  Score: Raw -1227616.550086 + Penalty 3109.218222 = -1224507.331865
  nChanged 35
		SP:Iteration 27Q (28845.390000 sec): 3 clusters
  Score: Raw -1227622.581623 + Penalty 3109.218222 = -1224513.363401
  nChanged 31
		SP:Iteration 28Q (28845.650000 sec): 3 clusters
  Score: Raw -1227628.344641 + Penalty 3109.218222 = -1224519.126419
  nChanged 21
		SP:Iteration 29Q (28845.930000 sec): 3 clusters
  Score: Raw -1227631.558496 + Penalty 3109.218222 = -1224522.340274
  nChanged 15
		SP:Iteration 30Q (28846.210000 sec): 3 clusters
  Score: Raw -1227633.789901 + Penalty 3109.218222 = -1224524.571680
  nChanged 15
		SP:Iteration 31Q (28846.520000 sec): 3 clusters
  Score: Raw -1227635.907243 + Penalty 3109.218222 = -1224526.689022
  nChanged 10
		SP:Iteration 32Q (28846.780000 sec): 3 clusters
  Score: Raw -1227637.620885 + Penalty 3109.218222 = -1224528.402663
  nChanged 6
		SP:Iteration 33Q (28847.060000 sec): 3 clusters
  Score: Raw -1227638.174807 + Penalty 3109.218222 = -1224528.956585
  nChanged 4
		SP:Iteration 34Q (28847.380000 sec): 3 clusters
  Score: Raw -1227638.802844 + Penalty 3109.218222 = -1224529.584622
  nChanged 5
		SP:Iteration 35Q (28847.620000 sec): 3 clusters
  Score: Raw -1227639.221578 + Penalty 3109.218222 = -1224530.003356
  nChanged 4
		SP:Iteration 36Q (28847.880000 sec): 3 clusters
  Score: Raw -1227639.708542 + Penalty 3109.218222 = -1224530.490320
  nChanged 5
		SP:Iteration 37Q (28848.140000 sec): 3 clusters
  Score: Raw -1227640.387493 + Penalty 3109.218222 = -1224531.169271
  nChanged 4
		SP:Iteration 38Q (28848.400000 sec): 3 clusters
  Score: Raw -1227641.090621 + Penalty 3109.218222 = -1224531.872399
  nChanged 11
		SP:Iteration 39Q (28848.650000 sec): 3 clusters
  Score: Raw -1227643.207226 + Penalty 3109.218222 = -1224533.989004
  nChanged 11
		SP:Iteration 40F (28848.910000 sec): 3 clusters
  Score: Raw -1227646.322575 + Penalty 3109.218222 = -1224537.104353
  nChanged 15
		SP:Iteration 41Q (28849.160000 sec): 3 clusters
  Score: Raw -1227648.909630 + Penalty 3109.218222 = -1224539.691408
  nChanged 17
		SP:Iteration 42Q (28849.430000 sec): 3 clusters
  Score: Raw -1227651.670949 + Penalty 3109.218222 = -1224542.452727
  nChanged 17
		SP:Iteration 43Q (28849.710000 sec): 3 clusters
  Score: Raw -1227653.990719 + Penalty 3109.218222 = -1224544.772497
  nChanged 11
		SP:Iteration 44Q (28849.960000 sec): 3 clusters
  Score: Raw -1227655.377066 + Penalty 3109.218222 = -1224546.158844
  nChanged 7
		SP:Iteration 45Q (28850.220000 sec): 3 clusters
  Score: Raw -1227656.037972 + Penalty 3109.218222 = -1224546.819751
  nChanged 5
		SP:Iteration 46Q (28850.470000 sec): 3 clusters
  Score: Raw -1227656.605184 + Penalty 3109.218222 = -1224547.386962
  nChanged 4
		SP:Iteration 47Q (28850.730000 sec): 3 clusters
  Score: Raw -1227657.268545 + Penalty 3109.218222 = -1224548.050323
  nChanged 12
		SP:Iteration 48Q (28850.990000 sec): 3 clusters
  Score: Raw -1227658.985463 + Penalty 3109.218222 = -1224549.767241
  nChanged 11
		SP:Iteration 49Q (28851.250000 sec): 3 clusters
  Score: Raw -1227660.373631 + Penalty 3109.218222 = -1224551.155409
  nChanged 11
		SP:Iteration 50Q (28851.500000 sec): 3 clusters
  Score: Raw -1227661.737261 + Penalty 3109.218222 = -1224552.519039
  nChanged 9
		SP:Iteration 51Q (28851.760000 sec): 3 clusters
  Score: Raw -1227663.931037 + Penalty 3109.218222 = -1224554.712815
  nChanged 13
		SP:Iteration 52Q (28852.010000 sec): 3 clusters
  Score: Raw -1227667.403867 + Penalty 3109.218222 = -1224558.185645
  nChanged 16
		SP:Iteration 53Q (28852.270000 sec): 3 clusters
  Score: Raw -1227670.500525 + Penalty 3109.218222 = -1224561.282303
  nChanged 12
		SP:Iteration 54Q (28852.530000 sec): 3 clusters
  Score: Raw -1227671.882727 + Penalty 3109.218222 = -1224562.664505
  nChanged 8
		SP:Iteration 55Q (28852.790000 sec): 3 clusters
  Score: Raw -1227672.762000 + Penalty 3109.218222 = -1224563.543778
  nChanged 4
		SP:Iteration 56Q (28853.040000 sec): 3 clusters
  Score: Raw -1227673.153361 + Penalty 3109.218222 = -1224563.935139
  nChanged 5
		SP:Iteration 57Q (28853.290000 sec): 3 clusters
  Score: Raw -1227673.741014 + Penalty 3109.218222 = -1224564.522792
  nChanged 6
		SP:Iteration 58Q (28853.550000 sec): 3 clusters
  Score: Raw -1227674.701471 + Penalty 3109.218222 = -1224565.483249
  nChanged 5
		SP:Iteration 59Q (28853.810000 sec): 3 clusters
  Score: Raw -1227675.236150 + Penalty 3109.218222 = -1224566.017928
  nChanged 3
		SP:Iteration 60F (28854.070000 sec): 3 clusters
  Score: Raw -1227675.725457 + Penalty 3109.218222 = -1224566.507235
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (4752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28854.160000 sec): 2 clusters
  Score: Raw -350588.124316 + Penalty 1375.777140 = -349212.347176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28854.320000 sec): 3 clusters
  Score: Raw -348231.241523 + Penalty 2751.554280 = -345479.687243
  nChanged 1917
		SP:Iteration 1F (28854.480000 sec): 3 clusters
  Score: Raw -349597.379590 + Penalty 2751.554280 = -346845.825310
  nChanged 498
		SP:Iteration 2F (28854.640000 sec): 3 clusters
  Score: Raw -350054.888252 + Penalty 2751.554280 = -347303.333972
  nChanged 351
		SP:Iteration 3F (28854.800000 sec): 3 clusters
  Score: Raw -350341.780756 + Penalty 2751.554280 = -347590.226476
  nChanged 277
		SP:Iteration 4F (28854.960000 sec): 3 clusters
  Score: Raw -350578.632721 + Penalty 2751.554280 = -347827.078441
  nChanged 239
		SP:Iteration 5F (28855.120000 sec): 3 clusters
  Score: Raw -350762.016428 + Penalty 2751.554280 = -348010.462149
  nChanged 203
		SP:Iteration 6Q (28855.280000 sec): 3 clusters
  Score: Raw -350895.947428 + Penalty 2751.554280 = -348144.393148
  nChanged 151
		SP:Iteration 7Q (28855.440000 sec): 3 clusters
  Score: Raw -350984.366913 + Penalty 2751.554280 = -348232.812633
  nChanged 114
		SP:Iteration 8Q (28855.600000 sec): 3 clusters
  Score: Raw -351034.728630 + Penalty 2751.554280 = -348283.174350
  nChanged 83
		SP:Iteration 9Q (28855.760000 sec): 3 clusters
  Score: Raw -351067.933195 + Penalty 2751.554280 = -348316.378915
  nChanged 62
		SP:Iteration 10Q (28855.920000 sec): 3 clusters
  Score: Raw -351092.228174 + Penalty 2751.554280 = -348340.673894
  nChanged 45
		SP:Iteration 11Q (28856.080000 sec): 3 clusters
  Score: Raw -351107.947331 + Penalty 2751.554280 = -348356.393051
  nChanged 41
		SP:Iteration 12Q (28856.240000 sec): 3 clusters
  Score: Raw -351122.376456 + Penalty 2751.554280 = -348370.822176
  nChanged 43
		SP:Iteration 13Q (28856.390000 sec): 3 clusters
  Score: Raw -351137.421500 + Penalty 2751.554280 = -348385.867220
  nChanged 38
		SP:Iteration 14Q (28856.540000 sec): 3 clusters
  Score: Raw -351151.576463 + Penalty 2751.554280 = -348400.022183
  nChanged 30
		SP:Iteration 15Q (28856.700000 sec): 3 clusters
  Score: Raw -351159.244086 + Penalty 2751.554280 = -348407.689806
  nChanged 29
		SP:Iteration 16Q (28856.860000 sec): 3 clusters
  Score: Raw -351166.952471 + Penalty 2751.554280 = -348415.398191
  nChanged 19
		SP:Iteration 17Q (28857.020000 sec): 3 clusters
  Score: Raw -351173.041639 + Penalty 2751.554280 = -348421.487359
  nChanged 19
		SP:Iteration 18Q (28857.180000 sec): 3 clusters
  Score: Raw -351178.356049 + Penalty 2751.554280 = -348426.801769
  nChanged 16
		SP:Iteration 19Q (28857.340000 sec): 3 clusters
  Score: Raw -351181.985280 + Penalty 2751.554280 = -348430.431000
  nChanged 14
		SP:Iteration 20F (28857.500000 sec): 3 clusters
  Score: Raw -351186.112651 + Penalty 2751.554280 = -348434.558371
  nChanged 16
		SP:Iteration 21Q (28857.660000 sec): 3 clusters
  Score: Raw -351191.354652 + Penalty 2751.554280 = -348439.800373
  nChanged 17
		SP:Iteration 22Q (28857.820000 sec): 3 clusters
  Score: Raw -351194.613282 + Penalty 2751.554280 = -348443.059003
  nChanged 9
		SP:Iteration 23Q (28857.970000 sec): 3 clusters
  Score: Raw -351197.378129 + Penalty 2751.554280 = -348445.823849
  nChanged 12
		SP:Iteration 24Q (28858.130000 sec): 3 clusters
  Score: Raw -351200.041792 + Penalty 2751.554280 = -348448.487512
  nChanged 12
		SP:Iteration 25Q (28858.290000 sec): 3 clusters
  Score: Raw -351202.400446 + Penalty 2751.554280 = -348450.846167
  nChanged 10
		SP:Iteration 26Q (28858.450000 sec): 3 clusters
  Score: Raw -351204.050635 + Penalty 2751.554280 = -348452.496355
  nChanged 7
		SP:Iteration 27Q (28858.610000 sec): 3 clusters
  Score: Raw -351205.096690 + Penalty 2751.554280 = -348453.542410
  nChanged 10
		SP:Iteration 28Q (28858.770000 sec): 3 clusters
  Score: Raw -351206.433444 + Penalty 2751.554280 = -348454.879164
  nChanged 7
		SP:Iteration 29Q (28858.930000 sec): 3 clusters
  Score: Raw -351207.172766 + Penalty 2751.554280 = -348455.618486
  nChanged 3
		SP:Iteration 30Q (28859.090000 sec): 3 clusters
  Score: Raw -351207.919258 + Penalty 2751.554280 = -348456.364979
  nChanged 7
		SP:Iteration 31Q (28859.250000 sec): 3 clusters
  Score: Raw -351209.981920 + Penalty 2751.554280 = -348458.427640
  nChanged 6
		SP:Iteration 32Q (28859.410000 sec): 3 clusters
  Score: Raw -351211.710368 + Penalty 2751.554280 = -348460.156088
  nChanged 9
		SP:Iteration 33Q (28859.570000 sec): 3 clusters
  Score: Raw -351213.544651 + Penalty 2751.554280 = -348461.990371
  nChanged 9
		SP:Iteration 34Q (28859.730000 sec): 3 clusters
  Score: Raw -351215.402895 + Penalty 2751.554280 = -348463.848615
  nChanged 11
		SP:Iteration 35Q (28859.890000 sec): 3 clusters
  Score: Raw -351217.609452 + Penalty 2751.554280 = -348466.055173
  nChanged 6
		SP:Iteration 36Q (28860.040000 sec): 3 clusters
  Score: Raw -351218.950987 + Penalty 2751.554280 = -348467.396707
  nChanged 2
		SP:Iteration 37Q (28860.220000 sec): 3 clusters
  Score: Raw -351219.191561 + Penalty 2751.554280 = -348467.637281
  nChanged 2
		SP:Iteration 38Q (28860.370000 sec): 3 clusters
  Score: Raw -351219.581035 + Penalty 2751.554280 = -348468.026755
  nChanged 2
		SP:Iteration 39Q (28860.540000 sec): 3 clusters
  Score: Raw -351219.888771 + Penalty 2751.554280 = -348468.334491
  nChanged 1
		SP:Iteration 40F (28860.700000 sec): 3 clusters
  Score: Raw -351220.115215 + Penalty 2751.554280 = -348468.560936
  nChanged 3
		SP:Iteration 41Q (28860.900000 sec): 3 clusters
  Score: Raw -351220.536146 + Penalty 2751.554280 = -348468.981866
  nChanged 4
		SP:Iteration 42Q (28861.070000 sec): 3 clusters
  Score: Raw -351221.217933 + Penalty 2751.554280 = -348469.663653
  nChanged 4
		SP:Iteration 43Q (28861.200000 sec): 3 clusters
  Score: Raw -351222.031110 + Penalty 2751.554280 = -348470.476830
  nChanged 5
		SP:Iteration 44Q (28861.360000 sec): 3 clusters
  Score: Raw -351222.964636 + Penalty 2751.554280 = -348471.410356
  nChanged 7
		SP:Iteration 45Q (28861.520000 sec): 3 clusters
  Score: Raw -351224.042880 + Penalty 2751.554280 = -348472.488600
  nChanged 5
		SP:Iteration 46Q (28861.680000 sec): 3 clusters
  Score: Raw -351225.072242 + Penalty 2751.554280 = -348473.517962
  nChanged 6
		SP:Iteration 47Q (28861.840000 sec): 3 clusters
  Score: Raw -351226.499287 + Penalty 2751.554280 = -348474.945007
  nChanged 4
		SP:Iteration 48Q (28862.000000 sec): 3 clusters
  Score: Raw -351227.213635 + Penalty 2751.554280 = -348475.659355
  nChanged 4
		SP:Iteration 49Q (28862.160000 sec): 3 clusters
  Score: Raw -351228.117155 + Penalty 2751.554280 = -348476.562875
  nChanged 5
		SP:Iteration 50Q (28862.320000 sec): 3 clusters
  Score: Raw -351230.736138 + Penalty 2751.554280 = -348479.181858
  nChanged 10
		SP:Iteration 51Q (28862.480000 sec): 3 clusters
  Score: Raw -351235.139152 + Penalty 2751.554280 = -348483.584872
  nChanged 12
		SP:Iteration 52Q (28862.640000 sec): 3 clusters
  Score: Raw -351238.703558 + Penalty 2751.554280 = -348487.149279
  nChanged 10
		SP:Iteration 53Q (28862.800000 sec): 3 clusters
  Score: Raw -351240.588508 + Penalty 2751.554280 = -348489.034228
  nChanged 9
		SP:Iteration 54Q (28862.960000 sec): 3 clusters
  Score: Raw -351242.733057 + Penalty 2751.554280 = -348491.178777
  nChanged 8
		SP:Iteration 55Q (28863.120000 sec): 3 clusters
  Score: Raw -351244.418555 + Penalty 2751.554280 = -348492.864275
  nChanged 9
		SP:Iteration 56Q (28863.280000 sec): 3 clusters
  Score: Raw -351246.506783 + Penalty 2751.554280 = -348494.952503
  nChanged 8
		SP:Iteration 57Q (28863.430000 sec): 3 clusters
  Score: Raw -351248.207512 + Penalty 2751.554280 = -348496.653232
  nChanged 4
		SP:Iteration 58Q (28863.590000 sec): 3 clusters
  Score: Raw -351249.683249 + Penalty 2751.554280 = -348498.128969
  nChanged 4
		SP:Iteration 59Q (28863.750000 sec): 3 clusters
  Score: Raw -351250.167155 + Penalty 2751.554280 = -348498.612875
  nChanged 5
		SP:Iteration 60F (28863.910000 sec): 3 clusters
  Score: Raw -351250.918809 + Penalty 2751.554280 = -348499.364530
  nChanged 3
		SP:Iteration 61Q (28864.070000 sec): 3 clusters
  Score: Raw -351251.663001 + Penalty 2751.554280 = -348500.108721
  nChanged 7
		SP:Iteration 62Q (28864.240000 sec): 3 clusters
  Score: Raw -351253.084812 + Penalty 2751.554280 = -348501.530532
  nChanged 6
		SP:Iteration 63Q (28864.400000 sec): 3 clusters
  Score: Raw -351254.088523 + Penalty 2751.554280 = -348502.534243
  nChanged 2
		SP:Iteration 64Q (28864.560000 sec): 3 clusters
  Score: Raw -351254.236572 + Penalty 2751.554280 = -348502.682293
  nChanged 1
		SP:Iteration 65Q (28864.720000 sec): 3 clusters
  Score: Raw -351254.473237 + Penalty 2751.554280 = -348502.918957
  nChanged 1
		SP:Iteration 66Q (28864.880000 sec): 3 clusters
  Score: Raw -351254.613382 + Penalty 2751.554280 = -348503.059102
  nChanged 0
		SP:Iteration 67F (28865.030000 sec): 3 clusters
  Score: Raw -351254.613382 + Penalty 2751.554280 = -348503.059102
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (5471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28865.150000 sec): 2 clusters
  Score: Raw -393759.677701 + Penalty 1398.672713 = -392361.004988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28865.390000 sec): 3 clusters
  Score: Raw -390894.183433 + Penalty 2797.345426 = -388096.838007
  nChanged 2257
		SP:Iteration 1F (28865.590000 sec): 3 clusters
  Score: Raw -392663.855064 + Penalty 2797.345426 = -389866.509638
  nChanged 524
		SP:Iteration 2F (28865.750000 sec): 3 clusters
  Score: Raw -393153.154875 + Penalty 2797.345426 = -390355.809450
  nChanged 413
		SP:Iteration 3F (28866.000000 sec): 3 clusters
  Score: Raw -393487.540985 + Penalty 2797.345426 = -390690.195559
  nChanged 318
		SP:Iteration 4F (28866.160000 sec): 3 clusters
  Score: Raw -393696.852694 + Penalty 2797.345426 = -390899.507269
  nChanged 255
		SP:Iteration 5Q (28866.360000 sec): 3 clusters
  Score: Raw -393857.763746 + Penalty 2797.345426 = -391060.418320
  nChanged 212
		SP:Iteration 6Q (28866.490000 sec): 3 clusters
  Score: Raw -393990.764331 + Penalty 2797.345426 = -391193.418906
  nChanged 173
		SP:Iteration 7Q (28866.690000 sec): 3 clusters
  Score: Raw -394083.870058 + Penalty 2797.345426 = -391286.524633
  nChanged 133
		SP:Iteration 8Q (28866.840000 sec): 3 clusters
  Score: Raw -394147.780819 + Penalty 2797.345426 = -391350.435393
  nChanged 100
		SP:Iteration 9Q (28867.040000 sec): 3 clusters
  Score: Raw -394194.156261 + Penalty 2797.345426 = -391396.810836
  nChanged 96
		SP:Iteration 10Q (28867.200000 sec): 3 clusters
  Score: Raw -394235.499975 + Penalty 2797.345426 = -391438.154550
  nChanged 73
		SP:Iteration 11Q (28867.400000 sec): 3 clusters
  Score: Raw -394260.640007 + Penalty 2797.345426 = -391463.294581
  nChanged 59
		SP:Iteration 12Q (28867.560000 sec): 3 clusters
  Score: Raw -394276.915625 + Penalty 2797.345426 = -391479.570200
  nChanged 41
		SP:Iteration 13Q (28867.690000 sec): 3 clusters
  Score: Raw -394285.403855 + Penalty 2797.345426 = -391488.058430
  nChanged 22
		SP:Iteration 14Q (28867.880000 sec): 3 clusters
  Score: Raw -394289.723330 + Penalty 2797.345426 = -391492.377905
  nChanged 23
		SP:Iteration 15Q (28868.050000 sec): 3 clusters
  Score: Raw -394295.862894 + Penalty 2797.345426 = -391498.517468
  nChanged 19
		SP:Iteration 16Q (28868.250000 sec): 3 clusters
  Score: Raw -394299.187010 + Penalty 2797.345426 = -391501.841585
  nChanged 16
		SP:Iteration 17Q (28868.420000 sec): 3 clusters
  Score: Raw -394302.187482 + Penalty 2797.345426 = -391504.842056
  nChanged 8
		SP:Iteration 18Q (28868.580000 sec): 3 clusters
  Score: Raw -394304.018844 + Penalty 2797.345426 = -391506.673419
  nChanged 10
		SP:Iteration 19Q (28868.730000 sec): 3 clusters
  Score: Raw -394305.620255 + Penalty 2797.345426 = -391508.274830
  nChanged 5
		SP:Iteration 20F (28868.890000 sec): 3 clusters
  Score: Raw -394306.292896 + Penalty 2797.345426 = -391508.947470
  nChanged 6
		SP:Iteration 21Q (28869.040000 sec): 3 clusters
  Score: Raw -394307.625876 + Penalty 2797.345426 = -391510.280451
  nChanged 9
		SP:Iteration 22Q (28869.200000 sec): 3 clusters
  Score: Raw -394308.941647 + Penalty 2797.345426 = -391511.596221
  nChanged 5
		SP:Iteration 23Q (28869.360000 sec): 3 clusters
  Score: Raw -394309.770878 + Penalty 2797.345426 = -391512.425452
  nChanged 4
		SP:Iteration 24Q (28869.510000 sec): 3 clusters
  Score: Raw -394310.316680 + Penalty 2797.345426 = -391512.971254
  nChanged 3
		SP:Iteration 25Q (28869.670000 sec): 3 clusters
  Score: Raw -394310.918351 + Penalty 2797.345426 = -391513.572925
  nChanged 5
		SP:Iteration 26Q (28869.820000 sec): 3 clusters
  Score: Raw -394311.402896 + Penalty 2797.345426 = -391514.057470
  nChanged 3
		SP:Iteration 27Q (28869.980000 sec): 3 clusters
  Score: Raw -394311.897763 + Penalty 2797.345426 = -391514.552337
  nChanged 6
		SP:Iteration 28Q (28870.140000 sec): 3 clusters
  Score: Raw -394313.982631 + Penalty 2797.345426 = -391516.637205
  nChanged 10
		SP:Iteration 29Q (28870.290000 sec): 3 clusters
  Score: Raw -394316.389149 + Penalty 2797.345426 = -391519.043724
  nChanged 10
		SP:Iteration 30Q (28870.450000 sec): 3 clusters
  Score: Raw -394318.381349 + Penalty 2797.345426 = -391521.035924
  nChanged 9
		SP:Iteration 31Q (28870.630000 sec): 3 clusters
  Score: Raw -394320.660602 + Penalty 2797.345426 = -391523.315177
  nChanged 10
		SP:Iteration 32Q (28870.800000 sec): 3 clusters
  Score: Raw -394321.831409 + Penalty 2797.345426 = -391524.485983
  nChanged 8
		SP:Iteration 33Q (28870.960000 sec): 3 clusters
  Score: Raw -394323.070971 + Penalty 2797.345426 = -391525.725545
  nChanged 5
		SP:Iteration 34Q (28871.160000 sec): 3 clusters
  Score: Raw -394323.938168 + Penalty 2797.345426 = -391526.592742
  nChanged 7
		SP:Iteration 35Q (28871.320000 sec): 3 clusters
  Score: Raw -394324.948990 + Penalty 2797.345426 = -391527.603565
  nChanged 6
		SP:Iteration 36Q (28871.480000 sec): 3 clusters
  Score: Raw -394326.216192 + Penalty 2797.345426 = -391528.870766
  nChanged 9
		SP:Iteration 37Q (28871.670000 sec): 3 clusters
  Score: Raw -394328.496719 + Penalty 2797.345426 = -391531.151294
  nChanged 6
		SP:Iteration 38Q (28871.820000 sec): 3 clusters
  Score: Raw -394329.564785 + Penalty 2797.345426 = -391532.219359
  nChanged 5
		SP:Iteration 39Q (28871.980000 sec): 3 clusters
  Score: Raw -394330.538973 + Penalty 2797.345426 = -391533.193547
  nChanged 6
		SP:Iteration 40F (28872.140000 sec): 3 clusters
  Score: Raw -394331.679726 + Penalty 2797.345426 = -391534.334301
  nChanged 1
		SP:Iteration 41Q (28872.290000 sec): 3 clusters
  Score: Raw -394331.942476 + Penalty 2797.345426 = -391534.597050
  nChanged 0
		SP:Iteration 42F (28872.450000 sec): 3 clusters
  Score: Raw -394331.942476 + Penalty 2797.345426 = -391534.597050
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (4880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28872.540000 sec): 2 clusters
  Score: Raw -369543.334114 + Penalty 1380.096331 = -368163.237783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28872.700000 sec): 3 clusters
  Score: Raw -367057.890909 + Penalty 2760.192662 = -364297.698247
  nChanged 2048
		SP:Iteration 1F (28872.850000 sec): 3 clusters
  Score: Raw -368381.235004 + Penalty 2760.192662 = -365621.042342
  nChanged 448
		SP:Iteration 2F (28873.010000 sec): 3 clusters
  Score: Raw -368781.335903 + Penalty 2760.192662 = -366021.143241
  nChanged 369
		SP:Iteration 3F (28873.170000 sec): 3 clusters
  Score: Raw -369109.595295 + Penalty 2760.192662 = -366349.402633
  nChanged 277
		SP:Iteration 4F (28873.330000 sec): 3 clusters
  Score: Raw -369379.056659 + Penalty 2760.192662 = -366618.863997
  nChanged 247
		SP:Iteration 5F (28873.490000 sec): 3 clusters
  Score: Raw -369603.629029 + Penalty 2760.192662 = -366843.436367
  nChanged 252
		SP:Iteration 6F (28873.650000 sec): 3 clusters
  Score: Raw -369845.147388 + Penalty 2760.192662 = -367084.954726
  nChanged 209
		SP:Iteration 7Q (28873.830000 sec): 3 clusters
  Score: Raw -370021.286670 + Penalty 2760.192662 = -367261.094008
  nChanged 203
		SP:Iteration 8Q (28874.010000 sec): 3 clusters
  Score: Raw -370158.613020 + Penalty 2760.192662 = -367398.420358
  nChanged 138
		SP:Iteration 9Q (28874.170000 sec): 3 clusters
  Score: Raw -370238.326010 + Penalty 2760.192662 = -367478.133347
  nChanged 101
		SP:Iteration 10Q (28874.320000 sec): 3 clusters
  Score: Raw -370285.288158 + Penalty 2760.192662 = -367525.095496
  nChanged 78
		SP:Iteration 11Q (28874.480000 sec): 3 clusters
  Score: Raw -370316.897655 + Penalty 2760.192662 = -367556.704993
  nChanged 55
		SP:Iteration 12Q (28874.640000 sec): 3 clusters
  Score: Raw -370335.182181 + Penalty 2760.192662 = -367574.989519
  nChanged 50
		SP:Iteration 13Q (28874.800000 sec): 3 clusters
  Score: Raw -370355.223382 + Penalty 2760.192662 = -367595.030720
  nChanged 52
		SP:Iteration 14Q (28874.960000 sec): 3 clusters
  Score: Raw -370374.592563 + Penalty 2760.192662 = -367614.399900
  nChanged 54
		SP:Iteration 15Q (28875.110000 sec): 3 clusters
  Score: Raw -370397.914387 + Penalty 2760.192662 = -367637.721724
  nChanged 45
		SP:Iteration 16Q (28875.260000 sec): 3 clusters
  Score: Raw -370417.137640 + Penalty 2760.192662 = -367656.944978
  nChanged 42
		SP:Iteration 17Q (28875.420000 sec): 3 clusters
  Score: Raw -370433.651603 + Penalty 2760.192662 = -367673.458941
  nChanged 28
		SP:Iteration 18Q (28875.580000 sec): 3 clusters
  Score: Raw -370443.550290 + Penalty 2760.192662 = -367683.357628
  nChanged 24
		SP:Iteration 19Q (28875.750000 sec): 3 clusters
  Score: Raw -370449.584601 + Penalty 2760.192662 = -367689.391938
  nChanged 14
		SP:Iteration 20F (28875.890000 sec): 3 clusters
  Score: Raw -370452.899150 + Penalty 2760.192662 = -367692.706488
  nChanged 8
		SP:Iteration 21Q (28876.050000 sec): 3 clusters
  Score: Raw -370455.058361 + Penalty 2760.192662 = -367694.865699
  nChanged 8
		SP:Iteration 22Q (28876.210000 sec): 3 clusters
  Score: Raw -370458.026291 + Penalty 2760.192662 = -367697.833629
  nChanged 7
		SP:Iteration 23Q (28876.370000 sec): 3 clusters
  Score: Raw -370459.970408 + Penalty 2760.192662 = -367699.777746
  nChanged 4
		SP:Iteration 24Q (28876.530000 sec): 3 clusters
  Score: Raw -370460.727007 + Penalty 2760.192662 = -367700.534345
  nChanged 2
		SP:Iteration 25Q (28876.690000 sec): 3 clusters
  Score: Raw -370460.892314 + Penalty 2760.192662 = -367700.699652
  nChanged 2
		SP:Iteration 26Q (28876.850000 sec): 3 clusters
  Score: Raw -370461.249946 + Penalty 2760.192662 = -367701.057284
  nChanged 2
		SP:Iteration 27Q (28877.010000 sec): 3 clusters
  Score: Raw -370462.113201 + Penalty 2760.192662 = -367701.920539
  nChanged 3
		SP:Iteration 28Q (28877.160000 sec): 3 clusters
  Score: Raw -370462.578469 + Penalty 2760.192662 = -367702.385807
  nChanged 3
		SP:Iteration 29Q (28877.320000 sec): 3 clusters
  Score: Raw -370463.470359 + Penalty 2760.192662 = -367703.277697
  nChanged 0
		SP:Iteration 30F (28877.480000 sec): 3 clusters
  Score: Raw -370463.470359 + Penalty 2760.192662 = -367703.277697
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (3201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28877.590000 sec): 2 clusters
  Score: Raw -269503.858373 + Penalty 1311.573013 = -268192.285361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28877.740000 sec): 3 clusters
  Score: Raw -267954.304281 + Penalty 2623.146025 = -265331.158255
  nChanged 1238
		SP:Iteration 1F (28877.900000 sec): 3 clusters
  Score: Raw -268822.834370 + Penalty 2623.146025 = -266199.688345
  nChanged 315
		SP:Iteration 2F (28878.060000 sec): 3 clusters
  Score: Raw -269104.645319 + Penalty 2623.146025 = -266481.499294
  nChanged 242
		SP:Iteration 3F (28878.220000 sec): 3 clusters
  Score: Raw -269352.341666 + Penalty 2623.146025 = -266729.195641
  nChanged 205
		SP:Iteration 4F (28878.380000 sec): 3 clusters
  Score: Raw -269570.049087 + Penalty 2623.146025 = -266946.903061
  nChanged 164
		SP:Iteration 5F (28878.540000 sec): 3 clusters
  Score: Raw -269726.801543 + Penalty 2623.146025 = -267103.655517
  nChanged 139
		SP:Iteration 6Q (28878.700000 sec): 3 clusters
  Score: Raw -269856.787352 + Penalty 2623.146025 = -267233.641326
  nChanged 117
		SP:Iteration 7Q (28878.860000 sec): 3 clusters
  Score: Raw -269949.541227 + Penalty 2623.146025 = -267326.395202
  nChanged 86
		SP:Iteration 8Q (28879.020000 sec): 3 clusters
  Score: Raw -270018.135314 + Penalty 2623.146025 = -267394.989288
  nChanged 69
		SP:Iteration 9Q (28879.180000 sec): 3 clusters
  Score: Raw -270077.993470 + Penalty 2623.146025 = -267454.847445
  nChanged 67
		SP:Iteration 10Q (28879.340000 sec): 3 clusters
  Score: Raw -270121.817985 + Penalty 2623.146025 = -267498.671960
  nChanged 49
		SP:Iteration 11Q (28879.500000 sec): 3 clusters
  Score: Raw -270148.542672 + Penalty 2623.146025 = -267525.396647
  nChanged 37
		SP:Iteration 12Q (28879.650000 sec): 3 clusters
  Score: Raw -270178.453690 + Penalty 2623.146025 = -267555.307665
  nChanged 30
		SP:Iteration 13Q (28879.790000 sec): 3 clusters
  Score: Raw -270196.519841 + Penalty 2623.146025 = -267573.373816
  nChanged 34
		SP:Iteration 14Q (28879.940000 sec): 3 clusters
  Score: Raw -270214.530267 + Penalty 2623.146025 = -267591.384242
  nChanged 28
		SP:Iteration 15Q (28880.080000 sec): 3 clusters
  Score: Raw -270228.052628 + Penalty 2623.146025 = -267604.906603
  nChanged 20
		SP:Iteration 16Q (28880.230000 sec): 3 clusters
  Score: Raw -270236.689492 + Penalty 2623.146025 = -267613.543466
  nChanged 19
		SP:Iteration 17Q (28880.380000 sec): 3 clusters
  Score: Raw -270245.277415 + Penalty 2623.146025 = -267622.131390
  nChanged 15
		SP:Iteration 18Q (28880.550000 sec): 3 clusters
  Score: Raw -270251.425402 + Penalty 2623.146025 = -267628.279377
  nChanged 14
		SP:Iteration 19Q (28880.720000 sec): 3 clusters
  Score: Raw -270259.269660 + Penalty 2623.146025 = -267636.123635
  nChanged 14
		SP:Iteration 20F (28880.870000 sec): 3 clusters
  Score: Raw -270264.530236 + Penalty 2623.146025 = -267641.384210
  nChanged 17
		SP:Iteration 21Q (28881.040000 sec): 3 clusters
  Score: Raw -270269.309381 + Penalty 2623.146025 = -267646.163356
  nChanged 7
		SP:Iteration 22Q (28881.200000 sec): 3 clusters
  Score: Raw -270272.273239 + Penalty 2623.146025 = -267649.127213
  nChanged 13
		SP:Iteration 23Q (28881.360000 sec): 3 clusters
  Score: Raw -270277.294606 + Penalty 2623.146025 = -267654.148581
  nChanged 11
		SP:Iteration 24Q (28881.520000 sec): 3 clusters
  Score: Raw -270281.032992 + Penalty 2623.146025 = -267657.886967
  nChanged 6
		SP:Iteration 25Q (28881.680000 sec): 3 clusters
  Score: Raw -270282.514504 + Penalty 2623.146025 = -267659.368479
  nChanged 5
		SP:Iteration 26Q (28881.840000 sec): 3 clusters
  Score: Raw -270284.412771 + Penalty 2623.146025 = -267661.266746
  nChanged 7
		SP:Iteration 27Q (28882.000000 sec): 3 clusters
  Score: Raw -270287.283557 + Penalty 2623.146025 = -267664.137532
  nChanged 12
		SP:Iteration 28Q (28882.160000 sec): 3 clusters
  Score: Raw -270294.418071 + Penalty 2623.146025 = -267671.272046
  nChanged 7
		SP:Iteration 29Q (28882.320000 sec): 3 clusters
  Score: Raw -270298.046473 + Penalty 2623.146025 = -267674.900447
  nChanged 9
		SP:Iteration 30Q (28882.490000 sec): 3 clusters
  Score: Raw -270301.086812 + Penalty 2623.146025 = -267677.940786
  nChanged 6
		SP:Iteration 31Q (28882.650000 sec): 3 clusters
  Score: Raw -270304.493421 + Penalty 2623.146025 = -267681.347396
  nChanged 8
		SP:Iteration 32Q (28882.810000 sec): 3 clusters
  Score: Raw -270306.865325 + Penalty 2623.146025 = -267683.719299
  nChanged 9
		SP:Iteration 33Q (28882.980000 sec): 3 clusters
  Score: Raw -270310.563158 + Penalty 2623.146025 = -267687.417133
  nChanged 11
		SP:Iteration 34Q (28883.140000 sec): 3 clusters
  Score: Raw -270315.335893 + Penalty 2623.146025 = -267692.189868
  nChanged 12
		SP:Iteration 35Q (28883.300000 sec): 3 clusters
  Score: Raw -270319.251177 + Penalty 2623.146025 = -267696.105151
  nChanged 6
		SP:Iteration 36Q (28883.460000 sec): 3 clusters
  Score: Raw -270321.273214 + Penalty 2623.146025 = -267698.127188
  nChanged 5
		SP:Iteration 37Q (28883.620000 sec): 3 clusters
  Score: Raw -270322.998425 + Penalty 2623.146025 = -267699.852400
  nChanged 8
		SP:Iteration 38Q (28883.820000 sec): 3 clusters
  Score: Raw -270325.593359 + Penalty 2623.146025 = -267702.447334
  nChanged 5
		SP:Iteration 39Q (28883.960000 sec): 3 clusters
  Score: Raw -270327.176865 + Penalty 2623.146025 = -267704.030840
  nChanged 3
		SP:Iteration 40F (28884.120000 sec): 3 clusters
  Score: Raw -270327.920199 + Penalty 2623.146025 = -267704.774173
  nChanged 6
		SP:Iteration 41Q (28884.280000 sec): 3 clusters
  Score: Raw -270329.030666 + Penalty 2623.146025 = -267705.884641
  nChanged 7
		SP:Iteration 42Q (28884.440000 sec): 3 clusters
  Score: Raw -270330.435373 + Penalty 2623.146025 = -267707.289347
  nChanged 4
		SP:Iteration 43Q (28884.600000 sec): 3 clusters
  Score: Raw -270331.260191 + Penalty 2623.146025 = -267708.114165
  nChanged 1
		SP:Iteration 44Q (28884.750000 sec): 3 clusters
  Score: Raw -270331.410487 + Penalty 2623.146025 = -267708.264461
  nChanged 2
		SP:Iteration 45Q (28884.910000 sec): 3 clusters
  Score: Raw -270331.836617 + Penalty 2623.146025 = -267708.690591
  nChanged 0
		SP:Iteration 46F (28885.070000 sec): 3 clusters
  Score: Raw -270331.836617 + Penalty 2623.146025 = -267708.690591
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28885.150000 sec): 2 clusters
  Score: Raw -135932.012977 + Penalty 1180.518654 = -134751.494323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28885.310000 sec): 3 clusters
  Score: Raw -135356.577561 + Penalty 2361.037308 = -132995.540253
  nChanged 456
		SP:Iteration 1F (28885.470000 sec): 3 clusters
  Score: Raw -135679.951683 + Penalty 2361.037308 = -133318.914375
  nChanged 145
		SP:Iteration 2F (28885.630000 sec): 3 clusters
  Score: Raw -135823.898139 + Penalty 2361.037308 = -133462.860831
  nChanged 83
		SP:Iteration 3F (28885.790000 sec): 3 clusters
  Score: Raw -135902.252248 + Penalty 2361.037308 = -133541.214940
  nChanged 64
		SP:Iteration 4Q (28885.950000 sec): 3 clusters
  Score: Raw -135960.759413 + Penalty 2361.037308 = -133599.722106
  nChanged 52
		SP:Iteration 5Q (28886.110000 sec): 3 clusters
  Score: Raw -136013.251603 + Penalty 2361.037308 = -133652.214295
  nChanged 38
		SP:Iteration 6Q (28886.270000 sec): 3 clusters
  Score: Raw -136046.459416 + Penalty 2361.037308 = -133685.422108
  nChanged 26
		SP:Iteration 7Q (28886.430000 sec): 3 clusters
  Score: Raw -136066.665690 + Penalty 2361.037308 = -133705.628382
  nChanged 17
		SP:Iteration 8Q (28886.590000 sec): 3 clusters
  Score: Raw -136077.055767 + Penalty 2361.037308 = -133716.018459
  nChanged 11
		SP:Iteration 9Q (28886.750000 sec): 3 clusters
  Score: Raw -136084.405579 + Penalty 2361.037308 = -133723.368272
  nChanged 7
		SP:Iteration 10Q (28886.910000 sec): 3 clusters
  Score: Raw -136090.029441 + Penalty 2361.037308 = -133728.992133
  nChanged 9
		SP:Iteration 11Q (28887.070000 sec): 3 clusters
  Score: Raw -136096.242660 + Penalty 2361.037308 = -133735.205352
  nChanged 4
		SP:Iteration 12Q (28887.230000 sec): 3 clusters
  Score: Raw -136100.893756 + Penalty 2361.037308 = -133739.856448
  nChanged 5
		SP:Iteration 13Q (28887.390000 sec): 3 clusters
  Score: Raw -136104.633272 + Penalty 2361.037308 = -133743.595965
  nChanged 5
		SP:Iteration 14Q (28887.550000 sec): 3 clusters
  Score: Raw -136107.572776 + Penalty 2361.037308 = -133746.535468
  nChanged 4
		SP:Iteration 15Q (28887.710000 sec): 3 clusters
  Score: Raw -136110.031257 + Penalty 2361.037308 = -133748.993950
  nChanged 3
		SP:Iteration 16Q (28887.870000 sec): 3 clusters
  Score: Raw -136111.355089 + Penalty 2361.037308 = -133750.317782
  nChanged 2
		SP:Iteration 17Q (28888.030000 sec): 3 clusters
  Score: Raw -136112.415985 + Penalty 2361.037308 = -133751.378677
  nChanged 1
		SP:Iteration 18Q (28888.190000 sec): 3 clusters
  Score: Raw -136114.161907 + Penalty 2361.037308 = -133753.124599
  nChanged 3
		SP:Iteration 19Q (28888.350000 sec): 3 clusters
  Score: Raw -136115.411183 + Penalty 2361.037308 = -133754.373875
  nChanged 0
		SP:Iteration 20F (28888.510000 sec): 3 clusters
  Score: Raw -136115.411183 + Penalty 2361.037308 = -133754.373875
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (4416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28888.600000 sec): 2 clusters
  Score: Raw -347013.592088 + Penalty 1363.860808 = -345649.731280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28888.760000 sec): 3 clusters
  Score: Raw -344734.964861 + Penalty 2727.721616 = -342007.243245
  nChanged 1767
		SP:Iteration 1F (28888.920000 sec): 3 clusters
  Score: Raw -345745.133570 + Penalty 2727.721616 = -343017.411954
  nChanged 367
		SP:Iteration 2F (28889.080000 sec): 3 clusters
  Score: Raw -346018.152414 + Penalty 2727.721616 = -343290.430798
  nChanged 286
		SP:Iteration 3F (28889.240000 sec): 3 clusters
  Score: Raw -346212.720219 + Penalty 2727.721616 = -343484.998603
  nChanged 242
		SP:Iteration 4F (28889.400000 sec): 3 clusters
  Score: Raw -346361.358916 + Penalty 2727.721616 = -343633.637300
  nChanged 188
		SP:Iteration 5Q (28889.560000 sec): 3 clusters
  Score: Raw -346478.360603 + Penalty 2727.721616 = -343750.638987
  nChanged 184
		SP:Iteration 6Q (28889.720000 sec): 3 clusters
  Score: Raw -346580.256025 + Penalty 2727.721616 = -343852.534409
  nChanged 148
		SP:Iteration 7Q (28889.880000 sec): 3 clusters
  Score: Raw -346666.108120 + Penalty 2727.721616 = -343938.386504
  nChanged 134
		SP:Iteration 8Q (28890.040000 sec): 3 clusters
  Score: Raw -346744.978911 + Penalty 2727.721616 = -344017.257295
  nChanged 124
		SP:Iteration 9Q (28890.190000 sec): 3 clusters
  Score: Raw -346815.173369 + Penalty 2727.721616 = -344087.451753
  nChanged 105
		SP:Iteration 10Q (28890.350000 sec): 3 clusters
  Score: Raw -346862.562391 + Penalty 2727.721616 = -344134.840775
  nChanged 74
		SP:Iteration 11Q (28890.510000 sec): 3 clusters
  Score: Raw -346887.587695 + Penalty 2727.721616 = -344159.866079
  nChanged 56
		SP:Iteration 12Q (28890.670000 sec): 3 clusters
  Score: Raw -346907.784450 + Penalty 2727.721616 = -344180.062834
  nChanged 48
		SP:Iteration 13Q (28890.830000 sec): 3 clusters
  Score: Raw -346920.766570 + Penalty 2727.721616 = -344193.044953
  nChanged 35
		SP:Iteration 14Q (28890.990000 sec): 3 clusters
  Score: Raw -346931.087498 + Penalty 2727.721616 = -344203.365882
  nChanged 31
		SP:Iteration 15Q (28891.150000 sec): 3 clusters
  Score: Raw -346939.788996 + Penalty 2727.721616 = -344212.067380
  nChanged 33
		SP:Iteration 16Q (28891.310000 sec): 3 clusters
  Score: Raw -346947.385714 + Penalty 2727.721616 = -344219.664098
  nChanged 19
		SP:Iteration 17Q (28891.470000 sec): 3 clusters
  Score: Raw -346952.437109 + Penalty 2727.721616 = -344224.715492
  nChanged 16
		SP:Iteration 18Q (28891.630000 sec): 3 clusters
  Score: Raw -346957.777297 + Penalty 2727.721616 = -344230.055681
  nChanged 21
		SP:Iteration 19Q (28891.790000 sec): 3 clusters
  Score: Raw -346963.551643 + Penalty 2727.721616 = -344235.830027
  nChanged 22
		SP:Iteration 20F (28891.950000 sec): 3 clusters
  Score: Raw -346968.686077 + Penalty 2727.721616 = -344240.964461
  nChanged 18
		SP:Iteration 21Q (28892.110000 sec): 3 clusters
  Score: Raw -346976.713337 + Penalty 2727.721616 = -344248.991721
  nChanged 27
		SP:Iteration 22Q (28892.270000 sec): 3 clusters
  Score: Raw -346986.581244 + Penalty 2727.721616 = -344258.859628
  nChanged 28
		SP:Iteration 23Q (28892.430000 sec): 3 clusters
  Score: Raw -346996.835405 + Penalty 2727.721616 = -344269.113789
  nChanged 28
		SP:Iteration 24Q (28892.600000 sec): 3 clusters
  Score: Raw -347006.171303 + Penalty 2727.721616 = -344278.449687
  nChanged 34
		SP:Iteration 25Q (28892.760000 sec): 3 clusters
  Score: Raw -347015.875427 + Penalty 2727.721616 = -344288.153811
  nChanged 30
		SP:Iteration 26Q (28892.930000 sec): 3 clusters
  Score: Raw -347028.075266 + Penalty 2727.721616 = -344300.353649
  nChanged 31
		SP:Iteration 27Q (28893.090000 sec): 3 clusters
  Score: Raw -347038.707461 + Penalty 2727.721616 = -344310.985844
  nChanged 40
		SP:Iteration 28Q (28893.250000 sec): 3 clusters
  Score: Raw -347054.992570 + Penalty 2727.721616 = -344327.270954
  nChanged 34
		SP:Iteration 29Q (28893.410000 sec): 3 clusters
  Score: Raw -347068.156124 + Penalty 2727.721616 = -344340.434508
  nChanged 45
		SP:Iteration 30Q (28893.580000 sec): 3 clusters
  Score: Raw -347082.541230 + Penalty 2727.721616 = -344354.819614
  nChanged 40
		SP:Iteration 31Q (28893.730000 sec): 3 clusters
  Score: Raw -347094.656680 + Penalty 2727.721616 = -344366.935064
  nChanged 40
		SP:Iteration 32Q (28893.880000 sec): 3 clusters
  Score: Raw -347106.891977 + Penalty 2727.721616 = -344379.170361
  nChanged 33
		SP:Iteration 33Q (28894.030000 sec): 3 clusters
  Score: Raw -347117.110650 + Penalty 2727.721616 = -344389.389034
  nChanged 38
		SP:Iteration 34Q (28894.170000 sec): 3 clusters
  Score: Raw -347134.367143 + Penalty 2727.721616 = -344406.645527
  nChanged 38
		SP:Iteration 35Q (28894.310000 sec): 3 clusters
  Score: Raw -347146.687792 + Penalty 2727.721616 = -344418.966176
  nChanged 23
		SP:Iteration 36Q (28894.460000 sec): 3 clusters
  Score: Raw -347154.553158 + Penalty 2727.721616 = -344426.831542
  nChanged 35
		SP:Iteration 37Q (28894.600000 sec): 3 clusters
  Score: Raw -347166.869071 + Penalty 2727.721616 = -344439.147455
  nChanged 36
		SP:Iteration 38Q (28894.750000 sec): 3 clusters
  Score: Raw -347178.463127 + Penalty 2727.721616 = -344450.741511
  nChanged 30
		SP:Iteration 39Q (28894.920000 sec): 3 clusters
  Score: Raw -347190.962125 + Penalty 2727.721616 = -344463.240509
  nChanged 35
		SP:Iteration 40F (28895.070000 sec): 3 clusters
  Score: Raw -347205.665768 + Penalty 2727.721616 = -344477.944152
  nChanged 36
		SP:Iteration 41Q (28895.220000 sec): 3 clusters
  Score: Raw -347219.034743 + Penalty 2727.721616 = -344491.313126
  nChanged 35
		SP:Iteration 42Q (28895.360000 sec): 3 clusters
  Score: Raw -347233.752591 + Penalty 2727.721616 = -344506.030974
  nChanged 46
		SP:Iteration 43Q (28895.510000 sec): 3 clusters
  Score: Raw -347254.972292 + Penalty 2727.721616 = -344527.250676
  nChanged 39
		SP:Iteration 44Q (28895.650000 sec): 3 clusters
  Score: Raw -347270.164320 + Penalty 2727.721616 = -344542.442704
  nChanged 48
		SP:Iteration 45Q (28895.790000 sec): 3 clusters
  Score: Raw -347290.393630 + Penalty 2727.721616 = -344562.672014
  nChanged 43
		SP:Iteration 46Q (28895.940000 sec): 3 clusters
  Score: Raw -347315.971783 + Penalty 2727.721616 = -344588.250167
  nChanged 59
		SP:Iteration 47Q (28896.080000 sec): 3 clusters
  Score: Raw -347348.962374 + Penalty 2727.721616 = -344621.240758
  nChanged 73
		SP:Iteration 48Q (28896.230000 sec): 3 clusters
  Score: Raw -347390.410229 + Penalty 2727.721616 = -344662.688613
  nChanged 78
		SP:Iteration 49Q (28896.370000 sec): 3 clusters
  Score: Raw -347433.667001 + Penalty 2727.721616 = -344705.945385
  nChanged 75
		SP:Iteration 50Q (28896.510000 sec): 3 clusters
  Score: Raw -347474.427255 + Penalty 2727.721616 = -344746.705639
  nChanged 68
		SP:Iteration 51Q (28896.660000 sec): 3 clusters
  Score: Raw -347510.761475 + Penalty 2727.721616 = -344783.039859
  nChanged 56
		SP:Iteration 52Q (28896.800000 sec): 3 clusters
  Score: Raw -347533.454431 + Penalty 2727.721616 = -344805.732815
  nChanged 44
		SP:Iteration 53Q (28896.950000 sec): 3 clusters
  Score: Raw -347548.999698 + Penalty 2727.721616 = -344821.278082
  nChanged 34
		SP:Iteration 54Q (28897.090000 sec): 3 clusters
  Score: Raw -347560.298960 + Penalty 2727.721616 = -344832.577344
  nChanged 32
		SP:Iteration 55Q (28897.270000 sec): 3 clusters
  Score: Raw -347572.670611 + Penalty 2727.721616 = -344844.948995
  nChanged 22
		SP:Iteration 56Q (28897.410000 sec): 3 clusters
  Score: Raw -347578.301131 + Penalty 2727.721616 = -344850.579515
  nChanged 12
		SP:Iteration 57Q (28897.560000 sec): 3 clusters
  Score: Raw -347582.197890 + Penalty 2727.721616 = -344854.476274
  nChanged 15
		SP:Iteration 58Q (28897.700000 sec): 3 clusters
  Score: Raw -347585.995499 + Penalty 2727.721616 = -344858.273883
  nChanged 10
		SP:Iteration 59Q (28897.850000 sec): 3 clusters
  Score: Raw -347589.196796 + Penalty 2727.721616 = -344861.475180
  nChanged 8
		SP:Iteration 60F (28897.990000 sec): 3 clusters
  Score: Raw -347591.284244 + Penalty 2727.721616 = -344863.562628
  nChanged 8
		SP:Iteration 61Q (28898.130000 sec): 3 clusters
  Score: Raw -347592.951703 + Penalty 2727.721616 = -344865.230087
  nChanged 8
		SP:Iteration 62Q (28898.280000 sec): 3 clusters
  Score: Raw -347595.203639 + Penalty 2727.721616 = -344867.482023
  nChanged 17
		SP:Iteration 63Q (28898.420000 sec): 3 clusters
  Score: Raw -347601.186634 + Penalty 2727.721616 = -344873.465018
  nChanged 15
		SP:Iteration 64Q (28898.620000 sec): 3 clusters
  Score: Raw -347606.707870 + Penalty 2727.721616 = -344878.986254
  nChanged 17
		SP:Iteration 65Q (28898.740000 sec): 3 clusters
  Score: Raw -347612.636558 + Penalty 2727.721616 = -344884.914942
  nChanged 20
		SP:Iteration 66Q (28898.940000 sec): 3 clusters
  Score: Raw -347618.591124 + Penalty 2727.721616 = -344890.869508
  nChanged 12
		SP:Iteration 67Q (28899.060000 sec): 3 clusters
  Score: Raw -347621.419824 + Penalty 2727.721616 = -344893.698208
  nChanged 12
		SP:Iteration 68Q (28899.260000 sec): 3 clusters
  Score: Raw -347625.463111 + Penalty 2727.721616 = -344897.741494
  nChanged 21
		SP:Iteration 69Q (28899.390000 sec): 3 clusters
  Score: Raw -347632.137669 + Penalty 2727.721616 = -344904.416053
  nChanged 21
		SP:Iteration 70Q (28899.580000 sec): 3 clusters
  Score: Raw -347643.747097 + Penalty 2727.721616 = -344916.025481
  nChanged 29
		SP:Iteration 71Q (28899.730000 sec): 3 clusters
  Score: Raw -347659.021881 + Penalty 2727.721616 = -344931.300265
  nChanged 31
		SP:Iteration 72Q (28899.910000 sec): 3 clusters
  Score: Raw -347672.804690 + Penalty 2727.721616 = -344945.083074
  nChanged 38
		SP:Iteration 73Q (28900.040000 sec): 3 clusters
  Score: Raw -347691.216352 + Penalty 2727.721616 = -344963.494736
  nChanged 33
		SP:Iteration 74Q (28900.230000 sec): 3 clusters
  Score: Raw -347701.416733 + Penalty 2727.721616 = -344973.695117
  nChanged 15
		SP:Iteration 75Q (28900.360000 sec): 3 clusters
  Score: Raw -347708.305936 + Penalty 2727.721616 = -344980.584320
  nChanged 16
		SP:Iteration 76Q (28900.500000 sec): 3 clusters
  Score: Raw -347713.818464 + Penalty 2727.721616 = -344986.096848
  nChanged 12
		SP:Iteration 77Q (28900.650000 sec): 3 clusters
  Score: Raw -347717.440466 + Penalty 2727.721616 = -344989.718850
  nChanged 13
		SP:Iteration 78Q (28900.790000 sec): 3 clusters
  Score: Raw -347721.497873 + Penalty 2727.721616 = -344993.776257
  nChanged 16
		SP:Iteration 79Q (28900.930000 sec): 3 clusters
  Score: Raw -347726.703158 + Penalty 2727.721616 = -344998.981542
  nChanged 9
		SP:Iteration 80F (28901.080000 sec): 3 clusters
  Score: Raw -347729.731363 + Penalty 2727.721616 = -345002.009747
  nChanged 3
		SP:Iteration 81Q (28901.220000 sec): 3 clusters
  Score: Raw -347730.024906 + Penalty 2727.721616 = -345002.303290
  nChanged 0
		SP:Iteration 82F (28901.360000 sec): 3 clusters
  Score: Raw -347730.024906 + Penalty 2727.721616 = -345002.303290
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (7959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28901.480000 sec): 2 clusters
  Score: Raw -642540.899176 + Penalty 1459.584529 = -641081.314647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28901.640000 sec): 3 clusters
  Score: Raw -638182.139190 + Penalty 2919.169059 = -635262.970132
  nChanged 3370
		SP:Iteration 1F (28901.810000 sec): 3 clusters
  Score: Raw -640334.324554 + Penalty 2919.169059 = -637415.155495
  nChanged 744
		SP:Iteration 2F (28901.980000 sec): 3 clusters
  Score: Raw -641004.669245 + Penalty 2919.169059 = -638085.500187
  nChanged 672
		SP:Iteration 3F (28902.150000 sec): 3 clusters
  Score: Raw -641591.372516 + Penalty 2919.169059 = -638672.203457
  nChanged 543
		SP:Iteration 4F (28902.320000 sec): 3 clusters
  Score: Raw -642045.341159 + Penalty 2919.169059 = -639126.172100
  nChanged 438
		SP:Iteration 5F (28902.480000 sec): 3 clusters
  Score: Raw -642412.155069 + Penalty 2919.169059 = -639492.986010
  nChanged 369
		SP:Iteration 6Q (28902.650000 sec): 3 clusters
  Score: Raw -642679.387874 + Penalty 2919.169059 = -639760.218815
  nChanged 286
		SP:Iteration 7Q (28902.820000 sec): 3 clusters
  Score: Raw -642838.908404 + Penalty 2919.169059 = -639919.739345
  nChanged 196
		SP:Iteration 8Q (28902.980000 sec): 3 clusters
  Score: Raw -642930.229889 + Penalty 2919.169059 = -640011.060830
  nChanged 161
		SP:Iteration 9Q (28903.150000 sec): 3 clusters
  Score: Raw -643007.173497 + Penalty 2919.169059 = -640088.004438
  nChanged 120
		SP:Iteration 10Q (28903.320000 sec): 3 clusters
  Score: Raw -643054.000210 + Penalty 2919.169059 = -640134.831151
  nChanged 104
		SP:Iteration 11Q (28903.490000 sec): 3 clusters
  Score: Raw -643094.091881 + Penalty 2919.169059 = -640174.922822
  nChanged 104
		SP:Iteration 12Q (28903.650000 sec): 3 clusters
  Score: Raw -643136.920637 + Penalty 2919.169059 = -640217.751578
  nChanged 86
		SP:Iteration 13Q (28903.820000 sec): 3 clusters
  Score: Raw -643169.806769 + Penalty 2919.169059 = -640250.637711
  nChanged 84
		SP:Iteration 14Q (28903.990000 sec): 3 clusters
  Score: Raw -643198.332893 + Penalty 2919.169059 = -640279.163834
  nChanged 65
		SP:Iteration 15Q (28904.160000 sec): 3 clusters
  Score: Raw -643217.765528 + Penalty 2919.169059 = -640298.596469
  nChanged 58
		SP:Iteration 16Q (28904.370000 sec): 3 clusters
  Score: Raw -643236.447498 + Penalty 2919.169059 = -640317.278439
  nChanged 60
		SP:Iteration 17Q (28904.560000 sec): 3 clusters
  Score: Raw -643255.528040 + Penalty 2919.169059 = -640336.358981
  nChanged 59
		SP:Iteration 18Q (28904.750000 sec): 3 clusters
  Score: Raw -643275.026859 + Penalty 2919.169059 = -640355.857800
  nChanged 56
		SP:Iteration 19Q (28904.950000 sec): 3 clusters
  Score: Raw -643294.872678 + Penalty 2919.169059 = -640375.703619
  nChanged 62
		SP:Iteration 20F (28905.160000 sec): 3 clusters
  Score: Raw -643314.101252 + Penalty 2919.169059 = -640394.932193
  nChanged 53
		SP:Iteration 21Q (28905.370000 sec): 3 clusters
  Score: Raw -643328.557100 + Penalty 2919.169059 = -640409.388041
  nChanged 46
		SP:Iteration 22Q (28905.570000 sec): 3 clusters
  Score: Raw -643338.384275 + Penalty 2919.169059 = -640419.215216
  nChanged 28
		SP:Iteration 23Q (28905.770000 sec): 3 clusters
  Score: Raw -643343.858960 + Penalty 2919.169059 = -640424.689901
  nChanged 21
		SP:Iteration 24Q (28905.980000 sec): 3 clusters
  Score: Raw -643347.543052 + Penalty 2919.169059 = -640428.373994
  nChanged 18
		SP:Iteration 25Q (28906.220000 sec): 3 clusters
  Score: Raw -643350.239979 + Penalty 2919.169059 = -640431.070920
  nChanged 16
		SP:Iteration 26Q (28906.410000 sec): 3 clusters
  Score: Raw -643352.599405 + Penalty 2919.169059 = -640433.430346
  nChanged 15
		SP:Iteration 27Q (28906.580000 sec): 3 clusters
  Score: Raw -643355.041593 + Penalty 2919.169059 = -640435.872534
  nChanged 12
		SP:Iteration 28Q (28906.830000 sec): 3 clusters
  Score: Raw -643356.888880 + Penalty 2919.169059 = -640437.719822
  nChanged 9
		SP:Iteration 29Q (28907.040000 sec): 3 clusters
  Score: Raw -643358.434503 + Penalty 2919.169059 = -640439.265445
  nChanged 13
		SP:Iteration 30Q (28907.250000 sec): 3 clusters
  Score: Raw -643360.263617 + Penalty 2919.169059 = -640441.094558
  nChanged 8
		SP:Iteration 31Q (28907.420000 sec): 3 clusters
  Score: Raw -643361.767988 + Penalty 2919.169059 = -640442.598929
  nChanged 8
		SP:Iteration 32Q (28907.670000 sec): 3 clusters
  Score: Raw -643363.408752 + Penalty 2919.169059 = -640444.239693
  nChanged 17
		SP:Iteration 33Q (28907.810000 sec): 3 clusters
  Score: Raw -643366.273994 + Penalty 2919.169059 = -640447.104935
  nChanged 17
		SP:Iteration 34Q (28907.970000 sec): 3 clusters
  Score: Raw -643368.949031 + Penalty 2919.169059 = -640449.779972
  nChanged 12
		SP:Iteration 35Q (28908.140000 sec): 3 clusters
  Score: Raw -643371.132868 + Penalty 2919.169059 = -640451.963809
  nChanged 9
		SP:Iteration 36Q (28908.300000 sec): 3 clusters
  Score: Raw -643372.848256 + Penalty 2919.169059 = -640453.679197
  nChanged 16
		SP:Iteration 37Q (28908.500000 sec): 3 clusters
  Score: Raw -643375.386930 + Penalty 2919.169059 = -640456.217871
  nChanged 8
		SP:Iteration 38Q (28908.710000 sec): 3 clusters
  Score: Raw -643376.771489 + Penalty 2919.169059 = -640457.602430
  nChanged 9
		SP:Iteration 39Q (28908.890000 sec): 3 clusters
  Score: Raw -643378.329978 + Penalty 2919.169059 = -640459.160919
  nChanged 10
		SP:Iteration 40F (28909.070000 sec): 3 clusters
  Score: Raw -643379.506109 + Penalty 2919.169059 = -640460.337050
  nChanged 7
		SP:Iteration 41Q (28909.250000 sec): 3 clusters
  Score: Raw -643380.826580 + Penalty 2919.169059 = -640461.657521
  nChanged 9
		SP:Iteration 42Q (28909.440000 sec): 3 clusters
  Score: Raw -643381.941496 + Penalty 2919.169059 = -640462.772437
  nChanged 0
		SP:Iteration 43F (28909.620000 sec): 3 clusters
  Score: Raw -643381.941496 + Penalty 2919.169059 = -640462.772437
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (12101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28909.770000 sec): 2 clusters
  Score: Raw -1041422.889080 + Penalty 1527.669548 = -1039895.219532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28910.000000 sec): 3 clusters
  Score: Raw -1034387.735442 + Penalty 3055.339096 = -1031332.396346
  nChanged 5357
		SP:Iteration 1F (28910.270000 sec): 3 clusters
  Score: Raw -1037595.915524 + Penalty 3055.339096 = -1034540.576428
  nChanged 970
		SP:Iteration 2F (28910.540000 sec): 3 clusters
  Score: Raw -1038285.198580 + Penalty 3055.339096 = -1035229.859484
  nChanged 894
		SP:Iteration 3F (28910.750000 sec): 3 clusters
  Score: Raw -1039017.742659 + Penalty 3055.339096 = -1035962.403563
  nChanged 886
		SP:Iteration 4F (28910.980000 sec): 3 clusters
  Score: Raw -1039805.415120 + Penalty 3055.339096 = -1036750.076024
  nChanged 869
		SP:Iteration 5F (28911.180000 sec): 3 clusters
  Score: Raw -1040555.956522 + Penalty 3055.339096 = -1037500.617426
  nChanged 765
		SP:Iteration 6F (28911.450000 sec): 3 clusters
  Score: Raw -1041149.610492 + Penalty 3055.339096 = -1038094.271396
  nChanged 587
		SP:Iteration 7Q (28911.730000 sec): 3 clusters
  Score: Raw -1041514.511531 + Penalty 3055.339096 = -1038459.172435
  nChanged 408
		SP:Iteration 8Q (28911.960000 sec): 3 clusters
  Score: Raw -1041701.107973 + Penalty 3055.339096 = -1038645.768877
  nChanged 280
		SP:Iteration 9Q (28912.120000 sec): 3 clusters
  Score: Raw -1041804.517743 + Penalty 3055.339096 = -1038749.178647
  nChanged 192
		SP:Iteration 10Q (28912.360000 sec): 3 clusters
  Score: Raw -1041875.980140 + Penalty 3055.339096 = -1038820.641044
  nChanged 159
		SP:Iteration 11Q (28912.590000 sec): 3 clusters
  Score: Raw -1041924.783168 + Penalty 3055.339096 = -1038869.444072
  nChanged 139
		SP:Iteration 12Q (28912.830000 sec): 3 clusters
  Score: Raw -1041962.333413 + Penalty 3055.339096 = -1038906.994317
  nChanged 109
		SP:Iteration 13Q (28913.030000 sec): 3 clusters
  Score: Raw -1041990.532781 + Penalty 3055.339096 = -1038935.193685
  nChanged 86
		SP:Iteration 14Q (28913.230000 sec): 3 clusters
  Score: Raw -1042011.598688 + Penalty 3055.339096 = -1038956.259592
  nChanged 76
		SP:Iteration 15Q (28913.430000 sec): 3 clusters
  Score: Raw -1042032.120323 + Penalty 3055.339096 = -1038976.781226
  nChanged 80
		SP:Iteration 16Q (28913.620000 sec): 3 clusters
  Score: Raw -1042049.680141 + Penalty 3055.339096 = -1038994.341045
  nChanged 72
		SP:Iteration 17Q (28913.810000 sec): 3 clusters
  Score: Raw -1042064.264053 + Penalty 3055.339096 = -1039008.924956
  nChanged 54
		SP:Iteration 18Q (28914.080000 sec): 3 clusters
  Score: Raw -1042076.187806 + Penalty 3055.339096 = -1039020.848710
  nChanged 57
		SP:Iteration 19Q (28914.290000 sec): 3 clusters
  Score: Raw -1042090.874446 + Penalty 3055.339096 = -1039035.535350
  nChanged 57
		SP:Iteration 20F (28914.520000 sec): 3 clusters
  Score: Raw -1042106.021937 + Penalty 3055.339096 = -1039050.682841
  nChanged 75
		SP:Iteration 21Q (28914.760000 sec): 3 clusters
  Score: Raw -1042123.195202 + Penalty 3055.339096 = -1039067.856106
  nChanged 61
		SP:Iteration 22Q (28915.030000 sec): 3 clusters
  Score: Raw -1042136.779194 + Penalty 3055.339096 = -1039081.440098
  nChanged 61
		SP:Iteration 23Q (28915.230000 sec): 3 clusters
  Score: Raw -1042151.119236 + Penalty 3055.339096 = -1039095.780140
  nChanged 69
		SP:Iteration 24Q (28915.460000 sec): 3 clusters
  Score: Raw -1042169.838669 + Penalty 3055.339096 = -1039114.499573
  nChanged 73
		SP:Iteration 25Q (28915.690000 sec): 3 clusters
  Score: Raw -1042188.250751 + Penalty 3055.339096 = -1039132.911655
  nChanged 57
		SP:Iteration 26Q (28915.890000 sec): 3 clusters
  Score: Raw -1042201.610230 + Penalty 3055.339096 = -1039146.271134
  nChanged 52
		SP:Iteration 27Q (28916.090000 sec): 3 clusters
  Score: Raw -1042214.552344 + Penalty 3055.339096 = -1039159.213248
  nChanged 45
		SP:Iteration 28Q (28916.290000 sec): 3 clusters
  Score: Raw -1042225.972239 + Penalty 3055.339096 = -1039170.633143
  nChanged 45
		SP:Iteration 29Q (28916.480000 sec): 3 clusters
  Score: Raw -1042236.827392 + Penalty 3055.339096 = -1039181.488296
  nChanged 50
		SP:Iteration 30Q (28916.680000 sec): 3 clusters
  Score: Raw -1042247.866756 + Penalty 3055.339096 = -1039192.527660
  nChanged 51
		SP:Iteration 31Q (28916.950000 sec): 3 clusters
  Score: Raw -1042258.865716 + Penalty 3055.339096 = -1039203.526620
  nChanged 38
		SP:Iteration 32Q (28917.150000 sec): 3 clusters
  Score: Raw -1042266.384235 + Penalty 3055.339096 = -1039211.045139
  nChanged 34
		SP:Iteration 33Q (28917.430000 sec): 3 clusters
  Score: Raw -1042272.831016 + Penalty 3055.339096 = -1039217.491920
  nChanged 27
		SP:Iteration 34Q (28917.660000 sec): 3 clusters
  Score: Raw -1042277.378527 + Penalty 3055.339096 = -1039222.039431
  nChanged 26
		SP:Iteration 35Q (28917.850000 sec): 3 clusters
  Score: Raw -1042281.496721 + Penalty 3055.339096 = -1039226.157625
  nChanged 25
		SP:Iteration 36Q (28918.050000 sec): 3 clusters
  Score: Raw -1042286.621640 + Penalty 3055.339096 = -1039231.282543
  nChanged 30
		SP:Iteration 37Q (28918.250000 sec): 3 clusters
  Score: Raw -1042292.547307 + Penalty 3055.339096 = -1039237.208211
  nChanged 29
		SP:Iteration 38Q (28918.520000 sec): 3 clusters
  Score: Raw -1042298.637628 + Penalty 3055.339096 = -1039243.298532
  nChanged 25
		SP:Iteration 39Q (28918.750000 sec): 3 clusters
  Score: Raw -1042304.878651 + Penalty 3055.339096 = -1039249.539555
  nChanged 39
		SP:Iteration 40F (28918.910000 sec): 3 clusters
  Score: Raw -1042314.453170 + Penalty 3055.339096 = -1039259.114073
  nChanged 40
		SP:Iteration 41Q (28919.190000 sec): 3 clusters
  Score: Raw -1042320.267085 + Penalty 3055.339096 = -1039264.927989
  nChanged 22
		SP:Iteration 42Q (28919.350000 sec): 3 clusters
  Score: Raw -1042323.985893 + Penalty 3055.339096 = -1039268.646796
  nChanged 17
		SP:Iteration 43Q (28919.590000 sec): 3 clusters
  Score: Raw -1042326.997137 + Penalty 3055.339096 = -1039271.658041
  nChanged 19
		SP:Iteration 44Q (28919.820000 sec): 3 clusters
  Score: Raw -1042330.155282 + Penalty 3055.339096 = -1039274.816186
  nChanged 17
		SP:Iteration 45Q (28920.110000 sec): 3 clusters
  Score: Raw -1042332.638347 + Penalty 3055.339096 = -1039277.299250
  nChanged 12
		SP:Iteration 46Q (28920.300000 sec): 3 clusters
  Score: Raw -1042334.773779 + Penalty 3055.339096 = -1039279.434683
  nChanged 12
		SP:Iteration 47Q (28920.580000 sec): 3 clusters
  Score: Raw -1042336.837342 + Penalty 3055.339096 = -1039281.498246
  nChanged 13
		SP:Iteration 48Q (28920.880000 sec): 3 clusters
  Score: Raw -1042340.092935 + Penalty 3055.339096 = -1039284.753839
  nChanged 22
		SP:Iteration 49Q (28921.080000 sec): 3 clusters
  Score: Raw -1042345.172230 + Penalty 3055.339096 = -1039289.833134
  nChanged 28
		SP:Iteration 50Q (28921.320000 sec): 3 clusters
  Score: Raw -1042354.025685 + Penalty 3055.339096 = -1039298.686588
  nChanged 28
		SP:Iteration 51Q (28921.520000 sec): 3 clusters
  Score: Raw -1042362.356641 + Penalty 3055.339096 = -1039307.017545
  nChanged 27
		SP:Iteration 52Q (28921.740000 sec): 3 clusters
  Score: Raw -1042370.419860 + Penalty 3055.339096 = -1039315.080764
  nChanged 33
		SP:Iteration 53Q (28921.950000 sec): 3 clusters
  Score: Raw -1042380.390075 + Penalty 3055.339096 = -1039325.050978
  nChanged 36
		SP:Iteration 54Q (28922.160000 sec): 3 clusters
  Score: Raw -1042389.244846 + Penalty 3055.339096 = -1039333.905750
  nChanged 28
		SP:Iteration 55Q (28922.420000 sec): 3 clusters
  Score: Raw -1042397.047305 + Penalty 3055.339096 = -1039341.708209
  nChanged 31
		SP:Iteration 56Q (28922.670000 sec): 3 clusters
  Score: Raw -1042405.397938 + Penalty 3055.339096 = -1039350.058842
  nChanged 33
		SP:Iteration 57Q (28922.920000 sec): 3 clusters
  Score: Raw -1042416.104483 + Penalty 3055.339096 = -1039360.765387
  nChanged 44
		SP:Iteration 58Q (28923.170000 sec): 3 clusters
  Score: Raw -1042428.356154 + Penalty 3055.339096 = -1039373.017058
  nChanged 33
		SP:Iteration 59Q (28923.380000 sec): 3 clusters
  Score: Raw -1042438.678484 + Penalty 3055.339096 = -1039383.339388
  nChanged 25
		SP:Iteration 60F (28923.640000 sec): 3 clusters
  Score: Raw -1042445.965219 + Penalty 3055.339096 = -1039390.626123
  nChanged 21
		SP:Iteration 61Q (28923.890000 sec): 3 clusters
  Score: Raw -1042449.401024 + Penalty 3055.339096 = -1039394.061928
  nChanged 22
		SP:Iteration 62Q (28924.100000 sec): 3 clusters
  Score: Raw -1042453.966966 + Penalty 3055.339096 = -1039398.627869
  nChanged 18
		SP:Iteration 63Q (28924.400000 sec): 3 clusters
  Score: Raw -1042457.703545 + Penalty 3055.339096 = -1039402.364449
  nChanged 19
		SP:Iteration 64Q (28924.570000 sec): 3 clusters
  Score: Raw -1042461.995808 + Penalty 3055.339096 = -1039406.656712
  nChanged 20
		SP:Iteration 65Q (28924.780000 sec): 3 clusters
  Score: Raw -1042465.133671 + Penalty 3055.339096 = -1039409.794575
  nChanged 15
		SP:Iteration 66Q (28925.000000 sec): 3 clusters
  Score: Raw -1042468.606750 + Penalty 3055.339096 = -1039413.267654
  nChanged 18
		SP:Iteration 67Q (28925.160000 sec): 3 clusters
  Score: Raw -1042471.979199 + Penalty 3055.339096 = -1039416.640103
  nChanged 11
		SP:Iteration 68Q (28925.350000 sec): 3 clusters
  Score: Raw -1042474.409800 + Penalty 3055.339096 = -1039419.070704
  nChanged 14
		SP:Iteration 69Q (28925.580000 sec): 3 clusters
  Score: Raw -1042478.035402 + Penalty 3055.339096 = -1039422.696306
  nChanged 13
		SP:Iteration 70Q (28925.740000 sec): 3 clusters
  Score: Raw -1042480.235757 + Penalty 3055.339096 = -1039424.896661
  nChanged 18
		SP:Iteration 71Q (28925.920000 sec): 3 clusters
  Score: Raw -1042483.323223 + Penalty 3055.339096 = -1039427.984127
  nChanged 16
		SP:Iteration 72Q (28926.150000 sec): 3 clusters
  Score: Raw -1042486.324343 + Penalty 3055.339096 = -1039430.985246
  nChanged 14
		SP:Iteration 73Q (28926.360000 sec): 3 clusters
  Score: Raw -1042488.565500 + Penalty 3055.339096 = -1039433.226404
  nChanged 12
		SP:Iteration 74Q (28926.560000 sec): 3 clusters
  Score: Raw -1042490.866268 + Penalty 3055.339096 = -1039435.527172
  nChanged 15
		SP:Iteration 75Q (28926.860000 sec): 3 clusters
  Score: Raw -1042493.699660 + Penalty 3055.339096 = -1039438.360564
  nChanged 8
		SP:Iteration 76Q (28927.040000 sec): 3 clusters
  Score: Raw -1042494.974249 + Penalty 3055.339096 = -1039439.635153
  nChanged 9
		SP:Iteration 77Q (28927.240000 sec): 3 clusters
  Score: Raw -1042496.287497 + Penalty 3055.339096 = -1039440.948401
  nChanged 6
		SP:Iteration 78Q (28927.510000 sec): 3 clusters
  Score: Raw -1042497.107242 + Penalty 3055.339096 = -1039441.768145
  nChanged 5
		SP:Iteration 79Q (28927.760000 sec): 3 clusters
  Score: Raw -1042497.415787 + Penalty 3055.339096 = -1039442.076691
  nChanged 0
		SP:Iteration 80F (28927.960000 sec): 3 clusters
  Score: Raw -1042497.415787 + Penalty 3055.339096 = -1039442.076691
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (5062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28928.070000 sec): 2 clusters
  Score: Raw -485420.116943 + Penalty 1386.046503 = -484034.070440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28928.300000 sec): 3 clusters
  Score: Raw -482811.559367 + Penalty 2772.093006 = -480039.466361
  nChanged 2053
		SP:Iteration 1F (28928.440000 sec): 3 clusters
  Score: Raw -483995.161373 + Penalty 2772.093006 = -481223.068368
  nChanged 365
		SP:Iteration 2F (28928.620000 sec): 3 clusters
  Score: Raw -484186.664828 + Penalty 2772.093006 = -481414.571822
  nChanged 293
		SP:Iteration 3F (28928.800000 sec): 3 clusters
  Score: Raw -484343.709765 + Penalty 2772.093006 = -481571.616759
  nChanged 227
		SP:Iteration 4Q (28928.980000 sec): 3 clusters
  Score: Raw -484460.294477 + Penalty 2772.093006 = -481688.201471
  nChanged 201
		SP:Iteration 5Q (28929.150000 sec): 3 clusters
  Score: Raw -484565.142087 + Penalty 2772.093006 = -481793.049081
  nChanged 191
		SP:Iteration 6Q (28929.320000 sec): 3 clusters
  Score: Raw -484664.816317 + Penalty 2772.093006 = -481892.723311
  nChanged 175
		SP:Iteration 7Q (28929.500000 sec): 3 clusters
  Score: Raw -484765.000986 + Penalty 2772.093006 = -481992.907981
  nChanged 174
		SP:Iteration 8Q (28929.680000 sec): 3 clusters
  Score: Raw -484885.928616 + Penalty 2772.093006 = -482113.835610
  nChanged 170
		SP:Iteration 9Q (28929.850000 sec): 3 clusters
  Score: Raw -484996.427316 + Penalty 2772.093006 = -482224.334310
  nChanged 138
		SP:Iteration 10Q (28930.030000 sec): 3 clusters
  Score: Raw -485092.900056 + Penalty 2772.093006 = -482320.807050
  nChanged 133
		SP:Iteration 11Q (28930.200000 sec): 3 clusters
  Score: Raw -485186.502103 + Penalty 2772.093006 = -482414.409097
  nChanged 100
		SP:Iteration 12Q (28930.380000 sec): 3 clusters
  Score: Raw -485258.174966 + Penalty 2772.093006 = -482486.081960
  nChanged 75
		SP:Iteration 13Q (28930.490000 sec): 3 clusters
  Score: Raw -485316.236465 + Penalty 2772.093006 = -482544.143459
  nChanged 64
		SP:Iteration 14Q (28930.580000 sec): 3 clusters
  Score: Raw -485363.392578 + Penalty 2772.093006 = -482591.299572
  nChanged 47
		SP:Iteration 15Q (28930.680000 sec): 3 clusters
  Score: Raw -485407.628753 + Penalty 2772.093006 = -482635.535747
  nChanged 40
		SP:Iteration 16Q (28930.780000 sec): 3 clusters
  Score: Raw -485441.659258 + Penalty 2772.093006 = -482669.566252
  nChanged 30
		SP:Iteration 17Q (28930.870000 sec): 3 clusters
  Score: Raw -485461.631173 + Penalty 2772.093006 = -482689.538168
  nChanged 21
		SP:Iteration 18Q (28930.960000 sec): 3 clusters
  Score: Raw -485478.779474 + Penalty 2772.093006 = -482706.686468
  nChanged 20
		SP:Iteration 19Q (28931.040000 sec): 3 clusters
  Score: Raw -485492.843164 + Penalty 2772.093006 = -482720.750159
  nChanged 8
		SP:Iteration 20F (28931.140000 sec): 3 clusters
  Score: Raw -485498.226869 + Penalty 2772.093006 = -482726.133863
  nChanged 6
		SP:Iteration 21Q (28931.230000 sec): 3 clusters
  Score: Raw -485503.559638 + Penalty 2772.093006 = -482731.466632
  nChanged 12
		SP:Iteration 22Q (28931.320000 sec): 3 clusters
  Score: Raw -485513.053383 + Penalty 2772.093006 = -482740.960377
  nChanged 10
		SP:Iteration 23Q (28931.410000 sec): 3 clusters
  Score: Raw -485521.284906 + Penalty 2772.093006 = -482749.191900
  nChanged 8
		SP:Iteration 24Q (28931.500000 sec): 3 clusters
  Score: Raw -485528.058865 + Penalty 2772.093006 = -482755.965860
  nChanged 9
		SP:Iteration 25Q (28931.580000 sec): 3 clusters
  Score: Raw -485534.206719 + Penalty 2772.093006 = -482762.113713
  nChanged 7
		SP:Iteration 26Q (28931.670000 sec): 3 clusters
  Score: Raw -485542.496591 + Penalty 2772.093006 = -482770.403585
  nChanged 9
		SP:Iteration 27Q (28931.760000 sec): 3 clusters
  Score: Raw -485551.581649 + Penalty 2772.093006 = -482779.488643
  nChanged 14
		SP:Iteration 28Q (28931.850000 sec): 3 clusters
  Score: Raw -485562.923994 + Penalty 2772.093006 = -482790.830988
  nChanged 6
		SP:Iteration 29Q (28931.940000 sec): 3 clusters
  Score: Raw -485567.768028 + Penalty 2772.093006 = -482795.675022
  nChanged 5
		SP:Iteration 30Q (28932.030000 sec): 3 clusters
  Score: Raw -485572.449875 + Penalty 2772.093006 = -482800.356869
  nChanged 4
		SP:Iteration 31Q (28932.120000 sec): 3 clusters
  Score: Raw -485576.299690 + Penalty 2772.093006 = -482804.206685
  nChanged 1
		SP:Iteration 32Q (28932.210000 sec): 3 clusters
  Score: Raw -485577.445413 + Penalty 2772.093006 = -482805.352407
  nChanged 2
		SP:Iteration 33Q (28932.300000 sec): 3 clusters
  Score: Raw -485579.481051 + Penalty 2772.093006 = -482807.388045
  nChanged 2
		SP:Iteration 34Q (28932.380000 sec): 3 clusters
  Score: Raw -485580.339972 + Penalty 2772.093006 = -482808.246966
  nChanged 1
		SP:Iteration 35Q (28932.470000 sec): 3 clusters
  Score: Raw -485581.443700 + Penalty 2772.093006 = -482809.350694
  nChanged 1
		SP:Iteration 36Q (28932.560000 sec): 3 clusters
  Score: Raw -485581.908641 + Penalty 2772.093006 = -482809.815635
  nChanged 1
		SP:Iteration 37Q (28932.650000 sec): 3 clusters
  Score: Raw -485582.696959 + Penalty 2772.093006 = -482810.603953
  nChanged 0
		SP:Iteration 38F (28932.740000 sec): 3 clusters
  Score: Raw -485582.696959 + Penalty 2772.093006 = -482810.603953
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (8642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28932.840000 sec): 2 clusters
  Score: Raw -818991.408105 + Penalty 1472.963264 = -817518.444841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28932.990000 sec): 3 clusters
  Score: Raw -814293.240292 + Penalty 2945.926528 = -811347.313764
  nChanged 3660
		SP:Iteration 1F (28933.220000 sec): 3 clusters
  Score: Raw -816226.987905 + Penalty 2945.926528 = -813281.061377
  nChanged 553
		SP:Iteration 2F (28933.410000 sec): 3 clusters
  Score: Raw -816496.486386 + Penalty 2945.926528 = -813550.559858
  nChanged 487
		SP:Iteration 3F (28933.600000 sec): 3 clusters
  Score: Raw -816728.579506 + Penalty 2945.926528 = -813782.652978
  nChanged 450
		SP:Iteration 4F (28933.800000 sec): 3 clusters
  Score: Raw -816942.056372 + Penalty 2945.926528 = -813996.129844
  nChanged 420
		SP:Iteration 5Q (28933.990000 sec): 3 clusters
  Score: Raw -817139.019959 + Penalty 2945.926528 = -814193.093431
  nChanged 402
		SP:Iteration 6Q (28934.180000 sec): 3 clusters
  Score: Raw -817335.564752 + Penalty 2945.926528 = -814389.638224
  nChanged 361
		SP:Iteration 7Q (28934.420000 sec): 3 clusters
  Score: Raw -817506.829635 + Penalty 2945.926528 = -814560.903107
  nChanged 366
		SP:Iteration 8Q (28934.610000 sec): 3 clusters
  Score: Raw -817697.517405 + Penalty 2945.926528 = -814751.590878
  nChanged 345
		SP:Iteration 9Q (28934.810000 sec): 3 clusters
  Score: Raw -817901.461106 + Penalty 2945.926528 = -814955.534578
  nChanged 329
		SP:Iteration 10Q (28935.000000 sec): 3 clusters
  Score: Raw -818099.481831 + Penalty 2945.926528 = -815153.555303
  nChanged 291
		SP:Iteration 11Q (28935.190000 sec): 3 clusters
  Score: Raw -818293.387400 + Penalty 2945.926528 = -815347.460873
  nChanged 258
		SP:Iteration 12Q (28935.390000 sec): 3 clusters
  Score: Raw -818467.052178 + Penalty 2945.926528 = -815521.125650
  nChanged 211
		SP:Iteration 13Q (28935.580000 sec): 3 clusters
  Score: Raw -818607.015956 + Penalty 2945.926528 = -815661.089428
  nChanged 167
		SP:Iteration 14Q (28935.770000 sec): 3 clusters
  Score: Raw -818734.614867 + Penalty 2945.926528 = -815788.688340
  nChanged 142
		SP:Iteration 15Q (28935.960000 sec): 3 clusters
  Score: Raw -818853.816214 + Penalty 2945.926528 = -815907.889686
  nChanged 98
		SP:Iteration 16Q (28936.160000 sec): 3 clusters
  Score: Raw -818934.840678 + Penalty 2945.926528 = -815988.914150
  nChanged 67
		SP:Iteration 17Q (28936.350000 sec): 3 clusters
  Score: Raw -818986.507797 + Penalty 2945.926528 = -816040.581269
  nChanged 51
		SP:Iteration 18Q (28936.540000 sec): 3 clusters
  Score: Raw -819024.819915 + Penalty 2945.926528 = -816078.893387
  nChanged 39
		SP:Iteration 19Q (28936.740000 sec): 3 clusters
  Score: Raw -819058.531406 + Penalty 2945.926528 = -816112.604878
  nChanged 34
		SP:Iteration 20F (28936.930000 sec): 3 clusters
  Score: Raw -819085.130030 + Penalty 2945.926528 = -816139.203502
  nChanged 29
		SP:Iteration 21Q (28937.120000 sec): 3 clusters
  Score: Raw -819108.759253 + Penalty 2945.926528 = -816162.832725
  nChanged 12
		SP:Iteration 22Q (28937.310000 sec): 3 clusters
  Score: Raw -819120.010676 + Penalty 2945.926528 = -816174.084149
  nChanged 11
		SP:Iteration 23Q (28937.510000 sec): 3 clusters
  Score: Raw -819129.207095 + Penalty 2945.926528 = -816183.280567
  nChanged 11
		SP:Iteration 24Q (28937.700000 sec): 3 clusters
  Score: Raw -819139.377718 + Penalty 2945.926528 = -816193.451190
  nChanged 10
		SP:Iteration 25Q (28937.890000 sec): 3 clusters
  Score: Raw -819149.115036 + Penalty 2945.926528 = -816203.188508
  nChanged 13
		SP:Iteration 26Q (28938.090000 sec): 3 clusters
  Score: Raw -819161.272377 + Penalty 2945.926528 = -816215.345849
  nChanged 11
		SP:Iteration 27Q (28938.280000 sec): 3 clusters
  Score: Raw -819169.488987 + Penalty 2945.926528 = -816223.562459
  nChanged 7
		SP:Iteration 28Q (28938.470000 sec): 3 clusters
  Score: Raw -819174.504523 + Penalty 2945.926528 = -816228.577995
  nChanged 7
		SP:Iteration 29Q (28938.670000 sec): 3 clusters
  Score: Raw -819179.481915 + Penalty 2945.926528 = -816233.555387
  nChanged 5
		SP:Iteration 30Q (28938.860000 sec): 3 clusters
  Score: Raw -819182.336073 + Penalty 2945.926528 = -816236.409545
  nChanged 1
		SP:Iteration 31Q (28939.050000 sec): 3 clusters
  Score: Raw -819182.861091 + Penalty 2945.926528 = -816236.934563
  nChanged 2
		SP:Iteration 32Q (28939.250000 sec): 3 clusters
  Score: Raw -819184.308794 + Penalty 2945.926528 = -816238.382266
  nChanged 2
		SP:Iteration 33Q (28939.440000 sec): 3 clusters
  Score: Raw -819186.684018 + Penalty 2945.926528 = -816240.757490
  nChanged 3
		SP:Iteration 34Q (28939.630000 sec): 3 clusters
  Score: Raw -819188.830190 + Penalty 2945.926528 = -816242.903662
  nChanged 1
		SP:Iteration 35Q (28939.830000 sec): 3 clusters
  Score: Raw -819189.094080 + Penalty 2945.926528 = -816243.167552
  nChanged 0
		SP:Iteration 36F (28939.950000 sec): 3 clusters
  Score: Raw -819189.094080 + Penalty 2945.926528 = -816243.167552
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (3882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28940.070000 sec): 2 clusters
  Score: Raw -260668.939912 + Penalty 1342.917187 = -259326.022725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28940.250000 sec): 3 clusters
  Score: Raw -258772.214638 + Penalty 2685.834373 = -256086.380264
  nChanged 1545
		SP:Iteration 1F (28940.430000 sec): 3 clusters
  Score: Raw -259864.569490 + Penalty 2685.834373 = -257178.735117
  nChanged 352
		SP:Iteration 2F (28940.600000 sec): 3 clusters
  Score: Raw -260180.590000 + Penalty 2685.834373 = -257494.755627
  nChanged 275
		SP:Iteration 3F (28940.780000 sec): 3 clusters
  Score: Raw -260409.418159 + Penalty 2685.834373 = -257723.583786
  nChanged 235
		SP:Iteration 4F (28940.950000 sec): 3 clusters
  Score: Raw -260608.078171 + Penalty 2685.834373 = -257922.243798
  nChanged 200
		SP:Iteration 5F (28941.130000 sec): 3 clusters
  Score: Raw -260789.470295 + Penalty 2685.834373 = -258103.635922
  nChanged 157
		SP:Iteration 6Q (28941.300000 sec): 3 clusters
  Score: Raw -260900.326684 + Penalty 2685.834373 = -258214.492311
  nChanged 116
		SP:Iteration 7Q (28941.480000 sec): 3 clusters
  Score: Raw -260976.968679 + Penalty 2685.834373 = -258291.134306
  nChanged 104
		SP:Iteration 8Q (28941.650000 sec): 3 clusters
  Score: Raw -261051.062012 + Penalty 2685.834373 = -258365.227639
  nChanged 101
		SP:Iteration 9Q (28941.830000 sec): 3 clusters
  Score: Raw -261119.390485 + Penalty 2685.834373 = -258433.556112
  nChanged 84
		SP:Iteration 10Q (28941.980000 sec): 3 clusters
  Score: Raw -261171.585446 + Penalty 2685.834373 = -258485.751072
  nChanged 75
		SP:Iteration 11Q (28942.050000 sec): 3 clusters
  Score: Raw -261212.320502 + Penalty 2685.834373 = -258526.486129
  nChanged 64
		SP:Iteration 12Q (28942.230000 sec): 3 clusters
  Score: Raw -261247.178944 + Penalty 2685.834373 = -258561.344571
  nChanged 59
		SP:Iteration 13Q (28942.380000 sec): 3 clusters
  Score: Raw -261279.790831 + Penalty 2685.834373 = -258593.956458
  nChanged 55
		SP:Iteration 14Q (28942.540000 sec): 3 clusters
  Score: Raw -261303.926128 + Penalty 2685.834373 = -258618.091755
  nChanged 48
		SP:Iteration 15Q (28942.710000 sec): 3 clusters
  Score: Raw -261325.983298 + Penalty 2685.834373 = -258640.148925
  nChanged 48
		SP:Iteration 16Q (28942.890000 sec): 3 clusters
  Score: Raw -261348.464201 + Penalty 2685.834373 = -258662.629828
  nChanged 29
		SP:Iteration 17Q (28943.070000 sec): 3 clusters
  Score: Raw -261394.613893 + Penalty 2685.834373 = -258708.779520
  nChanged 47
		SP:Iteration 18Q (28943.240000 sec): 3 clusters
  Score: Raw -261430.065485 + Penalty 2685.834373 = -258744.231111
  nChanged 31
		SP:Iteration 19Q (28943.420000 sec): 3 clusters
  Score: Raw -261440.693386 + Penalty 2685.834373 = -258754.859013
  nChanged 20
		SP:Iteration 20F (28943.590000 sec): 3 clusters
  Score: Raw -261445.667415 + Penalty 2685.834373 = -258759.833042
  nChanged 10
		SP:Iteration 21Q (28943.770000 sec): 3 clusters
  Score: Raw -261449.140365 + Penalty 2685.834373 = -258763.305992
  nChanged 6
		SP:Iteration 22Q (28943.950000 sec): 3 clusters
  Score: Raw -261450.607569 + Penalty 2685.834373 = -258764.773195
  nChanged 4
		SP:Iteration 23Q (28944.120000 sec): 3 clusters
  Score: Raw -261451.409279 + Penalty 2685.834373 = -258765.574906
  nChanged 3
		SP:Iteration 24Q (28944.290000 sec): 3 clusters
  Score: Raw -261452.026162 + Penalty 2685.834373 = -258766.191789
  nChanged 5
		SP:Iteration 25Q (28944.470000 sec): 3 clusters
  Score: Raw -261452.987158 + Penalty 2685.834373 = -258767.152784
  nChanged 3
		SP:Iteration 26Q (28944.650000 sec): 3 clusters
  Score: Raw -261454.526275 + Penalty 2685.834373 = -258768.691901
  nChanged 5
		SP:Iteration 27Q (28944.820000 sec): 3 clusters
  Score: Raw -261455.873036 + Penalty 2685.834373 = -258770.038663
  nChanged 5
		SP:Iteration 28Q (28945.000000 sec): 3 clusters
  Score: Raw -261458.480793 + Penalty 2685.834373 = -258772.646420
  nChanged 8
		SP:Iteration 29Q (28945.170000 sec): 3 clusters
  Score: Raw -261460.443625 + Penalty 2685.834373 = -258774.609252
  nChanged 7
		SP:Iteration 30Q (28945.350000 sec): 3 clusters
  Score: Raw -261461.880539 + Penalty 2685.834373 = -258776.046165
  nChanged 4
		SP:Iteration 31Q (28945.530000 sec): 3 clusters
  Score: Raw -261462.822033 + Penalty 2685.834373 = -258776.987660
  nChanged 6
		SP:Iteration 32Q (28945.700000 sec): 3 clusters
  Score: Raw -261464.250244 + Penalty 2685.834373 = -258778.415871
  nChanged 3
		SP:Iteration 33Q (28945.880000 sec): 3 clusters
  Score: Raw -261465.138773 + Penalty 2685.834373 = -258779.304400
  nChanged 3
		SP:Iteration 34Q (28946.050000 sec): 3 clusters
  Score: Raw -261465.512652 + Penalty 2685.834373 = -258779.678278
  nChanged 1
		SP:Iteration 35Q (28946.230000 sec): 3 clusters
  Score: Raw -261465.643430 + Penalty 2685.834373 = -258779.809057
  nChanged 1
		SP:Iteration 36Q (28946.410000 sec): 3 clusters
  Score: Raw -261465.954435 + Penalty 2685.834373 = -258780.120062
  nChanged 0
		SP:Iteration 37F (28946.580000 sec): 3 clusters
  Score: Raw -261465.954435 + Penalty 2685.834373 = -258780.120062
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28946.650000 sec): 2 clusters
  Score: Raw -333792.377438 + Penalty 1342.833445 = -332449.543992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28946.820000 sec): 3 clusters
  Score: Raw -331872.058751 + Penalty 2685.666891 = -329186.391861
  nChanged 1512
		SP:Iteration 1F (28947.000000 sec): 3 clusters
  Score: Raw -332842.019307 + Penalty 2685.666891 = -330156.352416
  nChanged 377
		SP:Iteration 2F (28947.180000 sec): 3 clusters
  Score: Raw -333210.142638 + Penalty 2685.666891 = -330524.475747
  nChanged 348
		SP:Iteration 3F (28947.260000 sec): 3 clusters
  Score: Raw -333579.330914 + Penalty 2685.666891 = -330893.664024
  nChanged 286
		SP:Iteration 4F (28947.330000 sec): 3 clusters
  Score: Raw -333862.006076 + Penalty 2685.666891 = -331176.339185
  nChanged 203
		SP:Iteration 5F (28947.400000 sec): 3 clusters
  Score: Raw -334022.523870 + Penalty 2685.666891 = -331336.856979
  nChanged 139
		SP:Iteration 6Q (28947.470000 sec): 3 clusters
  Score: Raw -334115.578150 + Penalty 2685.666891 = -331429.911260
  nChanged 114
		SP:Iteration 7Q (28947.540000 sec): 3 clusters
  Score: Raw -334188.792983 + Penalty 2685.666891 = -331503.126092
  nChanged 74
		SP:Iteration 8Q (28947.620000 sec): 3 clusters
  Score: Raw -334233.253309 + Penalty 2685.666891 = -331547.586418
  nChanged 70
		SP:Iteration 9Q (28947.700000 sec): 3 clusters
  Score: Raw -334270.141751 + Penalty 2685.666891 = -331584.474861
  nChanged 57
		SP:Iteration 10Q (28947.770000 sec): 3 clusters
  Score: Raw -334303.278700 + Penalty 2685.666891 = -331617.611809
  nChanged 49
		SP:Iteration 11Q (28947.850000 sec): 3 clusters
  Score: Raw -334327.055005 + Penalty 2685.666891 = -331641.388114
  nChanged 40
		SP:Iteration 12Q (28947.920000 sec): 3 clusters
  Score: Raw -334344.103255 + Penalty 2685.666891 = -331658.436364
  nChanged 21
		SP:Iteration 13Q (28948.000000 sec): 3 clusters
  Score: Raw -334354.260147 + Penalty 2685.666891 = -331668.593257
  nChanged 19
		SP:Iteration 14Q (28948.070000 sec): 3 clusters
  Score: Raw -334362.325934 + Penalty 2685.666891 = -331676.659043
  nChanged 18
		SP:Iteration 15Q (28948.150000 sec): 3 clusters
  Score: Raw -334368.016437 + Penalty 2685.666891 = -331682.349547
  nChanged 10
		SP:Iteration 16Q (28948.220000 sec): 3 clusters
  Score: Raw -334371.374586 + Penalty 2685.666891 = -331685.707695
  nChanged 11
		SP:Iteration 17Q (28948.300000 sec): 3 clusters
  Score: Raw -334375.398197 + Penalty 2685.666891 = -331689.731307
  nChanged 12
		SP:Iteration 18Q (28948.370000 sec): 3 clusters
  Score: Raw -334378.598051 + Penalty 2685.666891 = -331692.931160
  nChanged 7
		SP:Iteration 19Q (28948.440000 sec): 3 clusters
  Score: Raw -334381.370831 + Penalty 2685.666891 = -331695.703940
  nChanged 6
		SP:Iteration 20F (28948.510000 sec): 3 clusters
  Score: Raw -334383.466215 + Penalty 2685.666891 = -331697.799324
  nChanged 7
		SP:Iteration 21Q (28948.590000 sec): 3 clusters
  Score: Raw -334384.967673 + Penalty 2685.666891 = -331699.300782
  nChanged 4
		SP:Iteration 22Q (28948.660000 sec): 3 clusters
  Score: Raw -334386.244770 + Penalty 2685.666891 = -331700.577879
  nChanged 3
		SP:Iteration 23Q (28948.740000 sec): 3 clusters
  Score: Raw -334387.050790 + Penalty 2685.666891 = -331701.383899
  nChanged 3
		SP:Iteration 24Q (28948.810000 sec): 3 clusters
  Score: Raw -334389.304880 + Penalty 2685.666891 = -331703.637989
  nChanged 4
		SP:Iteration 25Q (28948.880000 sec): 3 clusters
  Score: Raw -334390.347071 + Penalty 2685.666891 = -331704.680181
  nChanged 5
		SP:Iteration 26Q (28948.960000 sec): 3 clusters
  Score: Raw -334391.443943 + Penalty 2685.666891 = -331705.777052
  nChanged 2
		SP:Iteration 27Q (28949.030000 sec): 3 clusters
  Score: Raw -334391.753717 + Penalty 2685.666891 = -331706.086826
  nChanged 1
		SP:Iteration 28Q (28949.110000 sec): 3 clusters
  Score: Raw -334391.916344 + Penalty 2685.666891 = -331706.249454
  nChanged 1
		SP:Iteration 29Q (28949.190000 sec): 3 clusters
  Score: Raw -334392.034761 + Penalty 2685.666891 = -331706.367870
  nChanged 0
		SP:Iteration 30F (28949.260000 sec): 3 clusters
  Score: Raw -334392.034761 + Penalty 2685.666891 = -331706.367870
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (16461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28949.460000 sec): 2 clusters
  Score: Raw -1388612.198268 + Penalty 1577.671749 = -1387034.526519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28949.760000 sec): 3 clusters
  Score: Raw -1378945.806551 + Penalty 3155.343498 = -1375790.463052
  nChanged 7299
		SP:Iteration 1F (28950.060000 sec): 3 clusters
  Score: Raw -1383478.097211 + Penalty 3155.343498 = -1380322.753712
  nChanged 1420
		SP:Iteration 2F (28950.360000 sec): 3 clusters
  Score: Raw -1384592.433650 + Penalty 3155.343498 = -1381437.090152
  nChanged 1362
		SP:Iteration 3F (28950.670000 sec): 3 clusters
  Score: Raw -1385589.710779 + Penalty 3155.343498 = -1382434.367281
  nChanged 1135
		SP:Iteration 4F (28950.900000 sec): 3 clusters
  Score: Raw -1386303.665582 + Penalty 3155.343498 = -1383148.322084
  nChanged 868
		SP:Iteration 5F (28951.190000 sec): 3 clusters
  Score: Raw -1386743.431964 + Penalty 3155.343498 = -1383588.088466
  nChanged 658
		SP:Iteration 6Q (28951.500000 sec): 3 clusters
  Score: Raw -1387027.132520 + Penalty 3155.343498 = -1383871.789021
  nChanged 560
		SP:Iteration 7Q (28951.810000 sec): 3 clusters
  Score: Raw -1387246.493255 + Penalty 3155.343498 = -1384091.149757
  nChanged 478
		SP:Iteration 8Q (28952.050000 sec): 3 clusters
  Score: Raw -1387425.021938 + Penalty 3155.343498 = -1384269.678440
  nChanged 413
		SP:Iteration 9Q (28952.320000 sec): 3 clusters
  Score: Raw -1387575.937397 + Penalty 3155.343498 = -1384420.593899
  nChanged 341
		SP:Iteration 10Q (28952.580000 sec): 3 clusters
  Score: Raw -1387692.710514 + Penalty 3155.343498 = -1384537.367016
  nChanged 297
		SP:Iteration 11Q (28952.890000 sec): 3 clusters
  Score: Raw -1387786.772718 + Penalty 3155.343498 = -1384631.429219
  nChanged 281
		SP:Iteration 12Q (28953.120000 sec): 3 clusters
  Score: Raw -1387875.542857 + Penalty 3155.343498 = -1384720.199358
  nChanged 247
		SP:Iteration 13Q (28953.410000 sec): 3 clusters
  Score: Raw -1387944.503157 + Penalty 3155.343498 = -1384789.159659
  nChanged 215
		SP:Iteration 14Q (28953.720000 sec): 3 clusters
  Score: Raw -1387996.246512 + Penalty 3155.343498 = -1384840.903014
  nChanged 158
		SP:Iteration 15Q (28954.020000 sec): 3 clusters
  Score: Raw -1388030.451626 + Penalty 3155.343498 = -1384875.108128
  nChanged 137
		SP:Iteration 16Q (28954.320000 sec): 3 clusters
  Score: Raw -1388056.460993 + Penalty 3155.343498 = -1384901.117495
  nChanged 126
		SP:Iteration 17Q (28954.630000 sec): 3 clusters
  Score: Raw -1388078.336833 + Penalty 3155.343498 = -1384922.993335
  nChanged 108
		SP:Iteration 18Q (28954.930000 sec): 3 clusters
  Score: Raw -1388096.043480 + Penalty 3155.343498 = -1384940.699982
  nChanged 92
		SP:Iteration 19Q (28955.240000 sec): 3 clusters
  Score: Raw -1388112.045682 + Penalty 3155.343498 = -1384956.702184
  nChanged 93
		SP:Iteration 20F (28955.540000 sec): 3 clusters
  Score: Raw -1388128.166459 + Penalty 3155.343498 = -1384972.822960
  nChanged 85
		SP:Iteration 21Q (28955.850000 sec): 3 clusters
  Score: Raw -1388142.841743 + Penalty 3155.343498 = -1384987.498245
  nChanged 75
		SP:Iteration 22Q (28956.150000 sec): 3 clusters
  Score: Raw -1388155.645218 + Penalty 3155.343498 = -1385000.301719
  nChanged 84
		SP:Iteration 23Q (28956.450000 sec): 3 clusters
  Score: Raw -1388169.251953 + Penalty 3155.343498 = -1385013.908455
  nChanged 83
		SP:Iteration 24Q (28956.750000 sec): 3 clusters
  Score: Raw -1388180.927037 + Penalty 3155.343498 = -1385025.583539
  nChanged 72
		SP:Iteration 25Q (28957.010000 sec): 3 clusters
  Score: Raw -1388191.740703 + Penalty 3155.343498 = -1385036.397204
  nChanged 65
		SP:Iteration 26Q (28957.320000 sec): 3 clusters
  Score: Raw -1388200.540548 + Penalty 3155.343498 = -1385045.197050
  nChanged 58
		SP:Iteration 27Q (28957.630000 sec): 3 clusters
  Score: Raw -1388209.354072 + Penalty 3155.343498 = -1385054.010574
  nChanged 67
		SP:Iteration 28Q (28957.930000 sec): 3 clusters
  Score: Raw -1388217.933531 + Penalty 3155.343498 = -1385062.590032
  nChanged 60
		SP:Iteration 29Q (28958.190000 sec): 3 clusters
  Score: Raw -1388227.643597 + Penalty 3155.343498 = -1385072.300099
  nChanged 62
		SP:Iteration 30Q (28958.500000 sec): 3 clusters
  Score: Raw -1388236.765007 + Penalty 3155.343498 = -1385081.421509
  nChanged 64
		SP:Iteration 31Q (28958.800000 sec): 3 clusters
  Score: Raw -1388246.616880 + Penalty 3155.343498 = -1385091.273382
  nChanged 68
		SP:Iteration 32Q (28959.100000 sec): 3 clusters
  Score: Raw -1388255.414597 + Penalty 3155.343498 = -1385100.071098
  nChanged 60
		SP:Iteration 33Q (28959.410000 sec): 3 clusters
  Score: Raw -1388263.973535 + Penalty 3155.343498 = -1385108.630036
  nChanged 67
		SP:Iteration 34Q (28959.710000 sec): 3 clusters
  Score: Raw -1388276.549179 + Penalty 3155.343498 = -1385121.205681
  nChanged 69
		SP:Iteration 35Q (28960.010000 sec): 3 clusters
  Score: Raw -1388290.269400 + Penalty 3155.343498 = -1385134.925902
  nChanged 65
		SP:Iteration 36Q (28960.330000 sec): 3 clusters
  Score: Raw -1388301.930251 + Penalty 3155.343498 = -1385146.586753
  nChanged 67
		SP:Iteration 37Q (28960.630000 sec): 3 clusters
  Score: Raw -1388315.993107 + Penalty 3155.343498 = -1385160.649609
  nChanged 78
		SP:Iteration 38Q (28960.930000 sec): 3 clusters
  Score: Raw -1388333.344705 + Penalty 3155.343498 = -1385178.001207
  nChanged 89
		SP:Iteration 39Q (28961.210000 sec): 3 clusters
  Score: Raw -1388354.766736 + Penalty 3155.343498 = -1385199.423238
  nChanged 84
		SP:Iteration 40F (28961.490000 sec): 3 clusters
  Score: Raw -1388377.720792 + Penalty 3155.343498 = -1385222.377293
  nChanged 103
		SP:Iteration 41Q (28961.800000 sec): 3 clusters
  Score: Raw -1388404.105254 + Penalty 3155.343498 = -1385248.761756
  nChanged 91
		SP:Iteration 42Q (28962.100000 sec): 3 clusters
  Score: Raw -1388422.332695 + Penalty 3155.343498 = -1385266.989197
  nChanged 81
		SP:Iteration 43Q (28962.400000 sec): 3 clusters
  Score: Raw -1388439.485380 + Penalty 3155.343498 = -1385284.141881
  nChanged 81
		SP:Iteration 44Q (28962.700000 sec): 3 clusters
  Score: Raw -1388455.296942 + Penalty 3155.343498 = -1385299.953444
  nChanged 82
		SP:Iteration 45Q (28963.010000 sec): 3 clusters
  Score: Raw -1388470.495095 + Penalty 3155.343498 = -1385315.151597
  nChanged 74
		SP:Iteration 46Q (28963.310000 sec): 3 clusters
  Score: Raw -1388488.162749 + Penalty 3155.343498 = -1385332.819251
  nChanged 89
		SP:Iteration 47Q (28963.610000 sec): 3 clusters
  Score: Raw -1388507.636129 + Penalty 3155.343498 = -1385352.292630
  nChanged 91
		SP:Iteration 48Q (28963.910000 sec): 3 clusters
  Score: Raw -1388527.556546 + Penalty 3155.343498 = -1385372.213048
  nChanged 89
		SP:Iteration 49Q (28964.220000 sec): 3 clusters
  Score: Raw -1388548.381054 + Penalty 3155.343498 = -1385393.037556
  nChanged 90
		SP:Iteration 50Q (28964.530000 sec): 3 clusters
  Score: Raw -1388566.721942 + Penalty 3155.343498 = -1385411.378444
  nChanged 84
		SP:Iteration 51Q (28964.830000 sec): 3 clusters
  Score: Raw -1388582.845239 + Penalty 3155.343498 = -1385427.501740
  nChanged 75
		SP:Iteration 52Q (28965.130000 sec): 3 clusters
  Score: Raw -1388596.589151 + Penalty 3155.343498 = -1385441.245653
  nChanged 67
		SP:Iteration 53Q (28965.440000 sec): 3 clusters
  Score: Raw -1388608.172922 + Penalty 3155.343498 = -1385452.829424
  nChanged 62
		SP:Iteration 54Q (28965.740000 sec): 3 clusters
  Score: Raw -1388617.324553 + Penalty 3155.343498 = -1385461.981055
  nChanged 46
		SP:Iteration 55Q (28966.040000 sec): 3 clusters
  Score: Raw -1388625.264022 + Penalty 3155.343498 = -1385469.920524
  nChanged 48
		SP:Iteration 56Q (28966.350000 sec): 3 clusters
  Score: Raw -1388633.247057 + Penalty 3155.343498 = -1385477.903558
  nChanged 54
		SP:Iteration 57Q (28966.650000 sec): 3 clusters
  Score: Raw -1388639.939122 + Penalty 3155.343498 = -1385484.595624
  nChanged 36
		SP:Iteration 58Q (28966.950000 sec): 3 clusters
  Score: Raw -1388646.055148 + Penalty 3155.343498 = -1385490.711650
  nChanged 38
		SP:Iteration 59Q (28967.260000 sec): 3 clusters
  Score: Raw -1388652.621891 + Penalty 3155.343498 = -1385497.278393
  nChanged 38
		SP:Iteration 60F (28967.570000 sec): 3 clusters
  Score: Raw -1388657.600747 + Penalty 3155.343498 = -1385502.257248
  nChanged 34
		SP:Iteration 61Q (28967.870000 sec): 3 clusters
  Score: Raw -1388661.215046 + Penalty 3155.343498 = -1385505.871548
  nChanged 26
		SP:Iteration 62Q (28968.180000 sec): 3 clusters
  Score: Raw -1388665.801611 + Penalty 3155.343498 = -1385510.458113
  nChanged 33
		SP:Iteration 63Q (28968.480000 sec): 3 clusters
  Score: Raw -1388669.722415 + Penalty 3155.343498 = -1385514.378916
  nChanged 24
		SP:Iteration 64Q (28968.790000 sec): 3 clusters
  Score: Raw -1388672.563837 + Penalty 3155.343498 = -1385517.220339
  nChanged 25
		SP:Iteration 65Q (28969.090000 sec): 3 clusters
  Score: Raw -1388676.125636 + Penalty 3155.343498 = -1385520.782138
  nChanged 29
		SP:Iteration 66Q (28969.390000 sec): 3 clusters
  Score: Raw -1388680.043772 + Penalty 3155.343498 = -1385524.700273
  nChanged 29
		SP:Iteration 67Q (28969.700000 sec): 3 clusters
  Score: Raw -1388684.051243 + Penalty 3155.343498 = -1385528.707745
  nChanged 32
		SP:Iteration 68Q (28970.010000 sec): 3 clusters
  Score: Raw -1388688.220457 + Penalty 3155.343498 = -1385532.876959
  nChanged 33
		SP:Iteration 69Q (28970.310000 sec): 3 clusters
  Score: Raw -1388692.424949 + Penalty 3155.343498 = -1385537.081451
  nChanged 32
		SP:Iteration 70Q (28970.620000 sec): 3 clusters
  Score: Raw -1388697.435649 + Penalty 3155.343498 = -1385542.092151
  nChanged 32
		SP:Iteration 71Q (28970.920000 sec): 3 clusters
  Score: Raw -1388701.311648 + Penalty 3155.343498 = -1385545.968149
  nChanged 23
		SP:Iteration 72Q (28971.230000 sec): 3 clusters
  Score: Raw -1388704.203526 + Penalty 3155.343498 = -1385548.860028
  nChanged 26
		SP:Iteration 73Q (28971.530000 sec): 3 clusters
  Score: Raw -1388707.622869 + Penalty 3155.343498 = -1385552.279371
  nChanged 21
		SP:Iteration 74Q (28971.840000 sec): 3 clusters
  Score: Raw -1388709.735029 + Penalty 3155.343498 = -1385554.391531
  nChanged 17
		SP:Iteration 75Q (28972.150000 sec): 3 clusters
  Score: Raw -1388711.236958 + Penalty 3155.343498 = -1385555.893460
  nChanged 16
		SP:Iteration 76Q (28972.450000 sec): 3 clusters
  Score: Raw -1388713.132552 + Penalty 3155.343498 = -1385557.789054
  nChanged 16
		SP:Iteration 77Q (28972.760000 sec): 3 clusters
  Score: Raw -1388714.818795 + Penalty 3155.343498 = -1385559.475297
  nChanged 21
		SP:Iteration 78Q (28973.060000 sec): 3 clusters
  Score: Raw -1388717.300531 + Penalty 3155.343498 = -1385561.957033
  nChanged 23
		SP:Iteration 79Q (28973.370000 sec): 3 clusters
  Score: Raw -1388720.251243 + Penalty 3155.343498 = -1385564.907745
  nChanged 22
		SP:Iteration 80F (28973.670000 sec): 3 clusters
  Score: Raw -1388723.483175 + Penalty 3155.343498 = -1385568.139676
  nChanged 31
		SP:Iteration 81Q (28973.980000 sec): 3 clusters
  Score: Raw -1388728.585270 + Penalty 3155.343498 = -1385573.241772
  nChanged 34
		SP:Iteration 82Q (28974.290000 sec): 3 clusters
  Score: Raw -1388733.587614 + Penalty 3155.343498 = -1385578.244116
  nChanged 31
		SP:Iteration 83Q (28974.590000 sec): 3 clusters
  Score: Raw -1388738.661204 + Penalty 3155.343498 = -1385583.317706
  nChanged 31
		SP:Iteration 84Q (28974.900000 sec): 3 clusters
  Score: Raw -1388743.653431 + Penalty 3155.343498 = -1385588.309932
  nChanged 35
		SP:Iteration 85Q (28975.210000 sec): 3 clusters
  Score: Raw -1388748.145831 + Penalty 3155.343498 = -1385592.802332
  nChanged 32
		SP:Iteration 86Q (28975.510000 sec): 3 clusters
  Score: Raw -1388752.945027 + Penalty 3155.343498 = -1385597.601528
  nChanged 31
		SP:Iteration 87Q (28975.820000 sec): 3 clusters
  Score: Raw -1388757.869656 + Penalty 3155.343498 = -1385602.526157
  nChanged 32
		SP:Iteration 88Q (28976.120000 sec): 3 clusters
  Score: Raw -1388761.456988 + Penalty 3155.343498 = -1385606.113490
  nChanged 19
		SP:Iteration 89Q (28976.430000 sec): 3 clusters
  Score: Raw -1388764.088627 + Penalty 3155.343498 = -1385608.745128
  nChanged 29
		SP:Iteration 90Q (28976.730000 sec): 3 clusters
  Score: Raw -1388768.537860 + Penalty 3155.343498 = -1385613.194361
  nChanged 23
		SP:Iteration 91Q (28977.040000 sec): 3 clusters
  Score: Raw -1388772.680644 + Penalty 3155.343498 = -1385617.337145
  nChanged 33
		SP:Iteration 92Q (28977.340000 sec): 3 clusters
  Score: Raw -1388777.420549 + Penalty 3155.343498 = -1385622.077051
  nChanged 31
		SP:Iteration 93Q (28977.650000 sec): 3 clusters
  Score: Raw -1388781.104984 + Penalty 3155.343498 = -1385625.761485
  nChanged 21
		SP:Iteration 94Q (28977.950000 sec): 3 clusters
  Score: Raw -1388784.654281 + Penalty 3155.343498 = -1385629.310783
  nChanged 29
		SP:Iteration 95Q (28978.260000 sec): 3 clusters
  Score: Raw -1388789.460631 + Penalty 3155.343498 = -1385634.117132
  nChanged 41
		SP:Iteration 96Q (28978.570000 sec): 3 clusters
  Score: Raw -1388797.334260 + Penalty 3155.343498 = -1385641.990761
  nChanged 45
		SP:Iteration 97Q (28978.880000 sec): 3 clusters
  Score: Raw -1388806.653359 + Penalty 3155.343498 = -1385651.309860
  nChanged 52
		SP:Iteration 98Q (28979.180000 sec): 3 clusters
  Score: Raw -1388815.681074 + Penalty 3155.343498 = -1385660.337576
  nChanged 44
		SP:Iteration 99Q (28979.480000 sec): 3 clusters
  Score: Raw -1388823.301068 + Penalty 3155.343498 = -1385667.957570
  nChanged 39
		SP:Iteration 100F (28979.790000 sec): 3 clusters
  Score: Raw -1388829.424970 + Penalty 3155.343498 = -1385674.081471
  nChanged 37
		SP:Iteration 101Q (28980.100000 sec): 3 clusters
  Score: Raw -1388835.739258 + Penalty 3155.343498 = -1385680.395760
  nChanged 36
		SP:Iteration 102Q (28980.400000 sec): 3 clusters
  Score: Raw -1388841.874098 + Penalty 3155.343498 = -1385686.530600
  nChanged 43
		SP:Iteration 103Q (28980.710000 sec): 3 clusters
  Score: Raw -1388848.287147 + Penalty 3155.343498 = -1385692.943649
  nChanged 41
		SP:Iteration 104Q (28981.020000 sec): 3 clusters
  Score: Raw -1388853.869922 + Penalty 3155.343498 = -1385698.526424
  nChanged 36
		SP:Iteration 105Q (28981.320000 sec): 3 clusters
  Score: Raw -1388859.027734 + Penalty 3155.343498 = -1385703.684235
  nChanged 30
		SP:Iteration 106Q (28981.630000 sec): 3 clusters
  Score: Raw -1388864.040145 + Penalty 3155.343498 = -1385708.696647
  nChanged 30
		SP:Iteration 107Q (28981.940000 sec): 3 clusters
  Score: Raw -1388868.202425 + Penalty 3155.343498 = -1385712.858927
  nChanged 32
		SP:Iteration 108Q (28982.240000 sec): 3 clusters
  Score: Raw -1388873.566984 + Penalty 3155.343498 = -1385718.223485
  nChanged 33
		SP:Iteration 109Q (28982.550000 sec): 3 clusters
  Score: Raw -1388880.149101 + Penalty 3155.343498 = -1385724.805602
  nChanged 39
		SP:Iteration 110Q (28982.850000 sec): 3 clusters
  Score: Raw -1388887.898853 + Penalty 3155.343498 = -1385732.555355
  nChanged 50
		SP:Iteration 111Q (28983.160000 sec): 3 clusters
  Score: Raw -1388898.227900 + Penalty 3155.343498 = -1385742.884402
  nChanged 51
		SP:Iteration 112Q (28983.460000 sec): 3 clusters
  Score: Raw -1388908.314873 + Penalty 3155.343498 = -1385752.971375
  nChanged 41
		SP:Iteration 113Q (28983.770000 sec): 3 clusters
  Score: Raw -1388915.147789 + Penalty 3155.343498 = -1385759.804291
  nChanged 32
		SP:Iteration 114Q (28984.080000 sec): 3 clusters
  Score: Raw -1388921.260051 + Penalty 3155.343498 = -1385765.916552
  nChanged 36
		SP:Iteration 115Q (28984.380000 sec): 3 clusters
  Score: Raw -1388926.580683 + Penalty 3155.343498 = -1385771.237185
  nChanged 21
		SP:Iteration 116Q (28984.680000 sec): 3 clusters
  Score: Raw -1388929.614959 + Penalty 3155.343498 = -1385774.271461
  nChanged 17
		SP:Iteration 117Q (28985.000000 sec): 3 clusters
  Score: Raw -1388931.598473 + Penalty 3155.343498 = -1385776.254974
  nChanged 24
		SP:Iteration 118Q (28985.300000 sec): 3 clusters
  Score: Raw -1388935.027360 + Penalty 3155.343498 = -1385779.683861
  nChanged 22
		SP:Iteration 119Q (28985.550000 sec): 3 clusters
  Score: Raw -1388938.487711 + Penalty 3155.343498 = -1385783.144212
  nChanged 29
		SP:Iteration 120F (28985.820000 sec): 3 clusters
  Score: Raw -1388942.647312 + Penalty 3155.343498 = -1385787.303813
  nChanged 18
		SP:Iteration 121Q (28986.130000 sec): 3 clusters
  Score: Raw -1388946.396333 + Penalty 3155.343498 = -1385791.052834
  nChanged 24
		SP:Iteration 122Q (28986.440000 sec): 3 clusters
  Score: Raw -1388950.901356 + Penalty 3155.343498 = -1385795.557858
  nChanged 32
		SP:Iteration 123Q (28986.740000 sec): 3 clusters
  Score: Raw -1388956.555083 + Penalty 3155.343498 = -1385801.211585
  nChanged 32
		SP:Iteration 124Q (28987.050000 sec): 3 clusters
  Score: Raw -1388963.334314 + Penalty 3155.343498 = -1385807.990815
  nChanged 33
		SP:Iteration 125Q (28987.360000 sec): 3 clusters
  Score: Raw -1388970.974732 + Penalty 3155.343498 = -1385815.631234
  nChanged 37
		SP:Iteration 126Q (28987.660000 sec): 3 clusters
  Score: Raw -1388979.026972 + Penalty 3155.343498 = -1385823.683473
  nChanged 36
		SP:Iteration 127Q (28987.970000 sec): 3 clusters
  Score: Raw -1388987.155816 + Penalty 3155.343498 = -1385831.812317
  nChanged 29
		SP:Iteration 128Q (28988.280000 sec): 3 clusters
  Score: Raw -1388996.626364 + Penalty 3155.343498 = -1385841.282866
  nChanged 41
		SP:Iteration 129Q (28988.580000 sec): 3 clusters
  Score: Raw -1389009.060859 + Penalty 3155.343498 = -1385853.717360
  nChanged 42
		SP:Iteration 130Q (28988.890000 sec): 3 clusters
  Score: Raw -1389020.091761 + Penalty 3155.343498 = -1385864.748263
  nChanged 38
		SP:Iteration 131Q (28989.220000 sec): 3 clusters
  Score: Raw -1389028.242263 + Penalty 3155.343498 = -1385872.898765
  nChanged 26
		SP:Iteration 132Q (28989.540000 sec): 3 clusters
  Score: Raw -1389032.163897 + Penalty 3155.343498 = -1385876.820398
  nChanged 18
		SP:Iteration 133Q (28989.780000 sec): 3 clusters
  Score: Raw -1389035.208880 + Penalty 3155.343498 = -1385879.865381
  nChanged 18
		SP:Iteration 134Q (28990.080000 sec): 3 clusters
  Score: Raw -1389037.945913 + Penalty 3155.343498 = -1385882.602415
  nChanged 10
		SP:Iteration 135Q (28990.320000 sec): 3 clusters
  Score: Raw -1389040.169635 + Penalty 3155.343498 = -1385884.826137
  nChanged 14
		SP:Iteration 136Q (28990.560000 sec): 3 clusters
  Score: Raw -1389042.870284 + Penalty 3155.343498 = -1385887.526786
  nChanged 11
		SP:Iteration 137Q (28990.860000 sec): 3 clusters
  Score: Raw -1389045.500882 + Penalty 3155.343498 = -1385890.157384
  nChanged 17
		SP:Iteration 138Q (28991.170000 sec): 3 clusters
  Score: Raw -1389049.303200 + Penalty 3155.343498 = -1385893.959702
  nChanged 18
		SP:Iteration 139Q (28991.480000 sec): 3 clusters
  Score: Raw -1389054.182399 + Penalty 3155.343498 = -1385898.838900
  nChanged 9
		SP:Iteration 140F (28991.780000 sec): 3 clusters
  Score: Raw -1389057.221772 + Penalty 3155.343498 = -1385901.878274
  nChanged 18
		SP:Iteration 141Q (28992.080000 sec): 3 clusters
  Score: Raw -1389061.248155 + Penalty 3155.343498 = -1385905.904656
  nChanged 17
		SP:Iteration 142Q (28992.390000 sec): 3 clusters
  Score: Raw -1389064.601335 + Penalty 3155.343498 = -1385909.257837
  nChanged 16
		SP:Iteration 143Q (28992.680000 sec): 3 clusters
  Score: Raw -1389067.520700 + Penalty 3155.343498 = -1385912.177202
  nChanged 13
		SP:Iteration 144Q (28993.000000 sec): 3 clusters
  Score: Raw -1389069.494401 + Penalty 3155.343498 = -1385914.150902
  nChanged 8
		SP:Iteration 145Q (28993.340000 sec): 3 clusters
  Score: Raw -1389070.499887 + Penalty 3155.343498 = -1385915.156389
  nChanged 7
		SP:Iteration 146Q (28993.680000 sec): 3 clusters
  Score: Raw -1389071.196059 + Penalty 3155.343498 = -1385915.852561
  nChanged 3
		SP:Iteration 147Q (28993.940000 sec): 3 clusters
  Score: Raw -1389071.410251 + Penalty 3155.343498 = -1385916.066753
  nChanged 1
		SP:Iteration 148Q (28994.180000 sec): 3 clusters
  Score: Raw -1389071.517130 + Penalty 3155.343498 = -1385916.173631
  nChanged 0
		SP:Iteration 149F (28994.480000 sec): 3 clusters
  Score: Raw -1389071.517130 + Penalty 3155.343498 = -1385916.173631
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28994.570000 sec): 2 clusters
  Score: Raw -60808.731438 + Penalty 1100.066821 = -59708.664617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28994.750000 sec): 3 clusters
  Score: Raw -60583.971390 + Penalty 2200.133642 = -58383.837747
  nChanged 282
		SP:Iteration 1F (28994.920000 sec): 3 clusters
  Score: Raw -60916.758481 + Penalty 2200.133642 = -58716.624838
  nChanged 76
		SP:Iteration 2F (28995.100000 sec): 3 clusters
  Score: Raw -61062.936766 + Penalty 2200.133642 = -58862.803124
  nChanged 56
		SP:Iteration 3F (28995.280000 sec): 3 clusters
  Score: Raw -61175.496744 + Penalty 2200.133642 = -58975.363102
  nChanged 54
		SP:Iteration 4F (28995.450000 sec): 3 clusters
  Score: Raw -61288.474334 + Penalty 2200.133642 = -59088.340692
  nChanged 40
		SP:Iteration 5Q (28995.630000 sec): 3 clusters
  Score: Raw -61411.922958 + Penalty 2200.133642 = -59211.789316
  nChanged 20
		SP:Iteration 6Q (28995.800000 sec): 3 clusters
  Score: Raw -61450.338000 + Penalty 2200.133642 = -59250.204357
  nChanged 17
		SP:Iteration 7Q (28995.980000 sec): 3 clusters
  Score: Raw -61466.606822 + Penalty 2200.133642 = -59266.473180
  nChanged 11
		SP:Iteration 8Q (28996.160000 sec): 3 clusters
  Score: Raw -61480.824915 + Penalty 2200.133642 = -59280.691272
  nChanged 9
		SP:Iteration 9Q (28996.330000 sec): 3 clusters
  Score: Raw -61497.537379 + Penalty 2200.133642 = -59297.403737
  nChanged 5
		SP:Iteration 10Q (28996.510000 sec): 3 clusters
  Score: Raw -61503.643539 + Penalty 2200.133642 = -59303.509896
  nChanged 2
		SP:Iteration 11Q (28996.680000 sec): 3 clusters
  Score: Raw -61505.315457 + Penalty 2200.133642 = -59305.181815
  nChanged 5
		SP:Iteration 12Q (28996.860000 sec): 3 clusters
  Score: Raw -61509.070251 + Penalty 2200.133642 = -59308.936608
  nChanged 7
		SP:Iteration 13Q (28997.030000 sec): 3 clusters
  Score: Raw -61513.626887 + Penalty 2200.133642 = -59313.493245
  nChanged 9
		SP:Iteration 14Q (28997.210000 sec): 3 clusters
  Score: Raw -61525.414651 + Penalty 2200.133642 = -59325.281008
  nChanged 9
		SP:Iteration 15Q (28997.380000 sec): 3 clusters
  Score: Raw -61536.379816 + Penalty 2200.133642 = -59336.246173
  nChanged 7
		SP:Iteration 16Q (28997.560000 sec): 3 clusters
  Score: Raw -61544.678963 + Penalty 2200.133642 = -59344.545321
  nChanged 9
		SP:Iteration 17Q (28997.740000 sec): 3 clusters
  Score: Raw -61554.298791 + Penalty 2200.133642 = -59354.165148
  nChanged 2
		SP:Iteration 18Q (28997.910000 sec): 3 clusters
  Score: Raw -61556.189195 + Penalty 2200.133642 = -59356.055552
  nChanged 0
		SP:Iteration 19F (28998.090000 sec): 3 clusters
  Score: Raw -61556.189195 + Penalty 2200.133642 = -59356.055552
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (2534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28998.170000 sec): 2 clusters
  Score: Raw -209712.347185 + Penalty 1273.602584 = -208438.744601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28998.220000 sec): 3 clusters
  Score: Raw -208586.264253 + Penalty 2547.205167 = -206039.059086
  nChanged 934
		SP:Iteration 1F (28998.270000 sec): 3 clusters
  Score: Raw -209208.080769 + Penalty 2547.205167 = -206660.875602
  nChanged 235
		SP:Iteration 2F (28998.320000 sec): 3 clusters
  Score: Raw -209410.354575 + Penalty 2547.205167 = -206863.149408
  nChanged 152
		SP:Iteration 3F (28998.370000 sec): 3 clusters
  Score: Raw -209558.442223 + Penalty 2547.205167 = -207011.237055
  nChanged 129
		SP:Iteration 4F (28998.420000 sec): 3 clusters
  Score: Raw -209659.505406 + Penalty 2547.205167 = -207112.300239
  nChanged 103
		SP:Iteration 5Q (28998.470000 sec): 3 clusters
  Score: Raw -209750.660067 + Penalty 2547.205167 = -207203.454900
  nChanged 87
		SP:Iteration 6Q (28998.520000 sec): 3 clusters
  Score: Raw -209815.741091 + Penalty 2547.205167 = -207268.535923
  nChanged 62
		SP:Iteration 7Q (28998.570000 sec): 3 clusters
  Score: Raw -209855.632915 + Penalty 2547.205167 = -207308.427747
  nChanged 52
		SP:Iteration 8Q (28998.620000 sec): 3 clusters
  Score: Raw -209889.876806 + Penalty 2547.205167 = -207342.671639
  nChanged 47
		SP:Iteration 9Q (28998.680000 sec): 3 clusters
  Score: Raw -209923.289653 + Penalty 2547.205167 = -207376.084485
  nChanged 41
		SP:Iteration 10Q (28998.730000 sec): 3 clusters
  Score: Raw -209947.088010 + Penalty 2547.205167 = -207399.882842
  nChanged 37
		SP:Iteration 11Q (28998.890000 sec): 3 clusters
  Score: Raw -209968.071092 + Penalty 2547.205167 = -207420.865924
  nChanged 33
		SP:Iteration 12Q (28999.060000 sec): 3 clusters
  Score: Raw -209986.183672 + Penalty 2547.205167 = -207438.978504
  nChanged 21
		SP:Iteration 13Q (28999.240000 sec): 3 clusters
  Score: Raw -209999.868583 + Penalty 2547.205167 = -207452.663416
  nChanged 22
		SP:Iteration 14Q (28999.420000 sec): 3 clusters
  Score: Raw -210012.418613 + Penalty 2547.205167 = -207465.213446
  nChanged 16
		SP:Iteration 15Q (28999.590000 sec): 3 clusters
  Score: Raw -210021.307875 + Penalty 2547.205167 = -207474.102708
  nChanged 18
		SP:Iteration 16Q (28999.770000 sec): 3 clusters
  Score: Raw -210029.934591 + Penalty 2547.205167 = -207482.729424
  nChanged 12
		SP:Iteration 17Q (28999.940000 sec): 3 clusters
  Score: Raw -210034.284602 + Penalty 2547.205167 = -207487.079434
  nChanged 13
		SP:Iteration 18Q (29000.120000 sec): 3 clusters
  Score: Raw -210039.100174 + Penalty 2547.205167 = -207491.895006
  nChanged 5
		SP:Iteration 19Q (29000.300000 sec): 3 clusters
  Score: Raw -210040.715895 + Penalty 2547.205167 = -207493.510728
  nChanged 5
		SP:Iteration 20F (29000.470000 sec): 3 clusters
  Score: Raw -210043.176930 + Penalty 2547.205167 = -207495.971762
  nChanged 5
		SP:Iteration 21Q (29000.650000 sec): 3 clusters
  Score: Raw -210044.658149 + Penalty 2547.205167 = -207497.452981
  nChanged 5
		SP:Iteration 22Q (29000.820000 sec): 3 clusters
  Score: Raw -210046.585618 + Penalty 2547.205167 = -207499.380450
  nChanged 7
		SP:Iteration 23Q (29001.000000 sec): 3 clusters
  Score: Raw -210050.209955 + Penalty 2547.205167 = -207503.004788
  nChanged 13
		SP:Iteration 24Q (29001.180000 sec): 3 clusters
  Score: Raw -210057.351296 + Penalty 2547.205167 = -207510.146128
  nChanged 9
		SP:Iteration 25Q (29001.350000 sec): 3 clusters
  Score: Raw -210060.590567 + Penalty 2547.205167 = -207513.385400
  nChanged 3
		SP:Iteration 26Q (29001.530000 sec): 3 clusters
  Score: Raw -210062.036485 + Penalty 2547.205167 = -207514.831317
  nChanged 5
		SP:Iteration 27Q (29001.700000 sec): 3 clusters
  Score: Raw -210064.246956 + Penalty 2547.205167 = -207517.041789
  nChanged 4
		SP:Iteration 28Q (29001.880000 sec): 3 clusters
  Score: Raw -210066.640743 + Penalty 2547.205167 = -207519.435576
  nChanged 9
		SP:Iteration 29Q (29002.050000 sec): 3 clusters
  Score: Raw -210072.222304 + Penalty 2547.205167 = -207525.017136
  nChanged 16
		SP:Iteration 30Q (29002.230000 sec): 3 clusters
  Score: Raw -210083.948453 + Penalty 2547.205167 = -207536.743286
  nChanged 17
		SP:Iteration 31Q (29002.400000 sec): 3 clusters
  Score: Raw -210097.695152 + Penalty 2547.205167 = -207550.489984
  nChanged 23
		SP:Iteration 32Q (29002.580000 sec): 3 clusters
  Score: Raw -210116.482798 + Penalty 2547.205167 = -207569.277630
  nChanged 24
		SP:Iteration 33Q (29002.760000 sec): 3 clusters
  Score: Raw -210131.586879 + Penalty 2547.205167 = -207584.381711
  nChanged 24
		SP:Iteration 34Q (29002.930000 sec): 3 clusters
  Score: Raw -210149.615432 + Penalty 2547.205167 = -207602.410265
  nChanged 25
		SP:Iteration 35Q (29003.110000 sec): 3 clusters
  Score: Raw -210165.556669 + Penalty 2547.205167 = -207618.351501
  nChanged 22
		SP:Iteration 36Q (29003.280000 sec): 3 clusters
  Score: Raw -210178.547525 + Penalty 2547.205167 = -207631.342357
  nChanged 19
		SP:Iteration 37Q (29003.460000 sec): 3 clusters
  Score: Raw -210192.096634 + Penalty 2547.205167 = -207644.891467
  nChanged 25
		SP:Iteration 38Q (29003.640000 sec): 3 clusters
  Score: Raw -210211.612204 + Penalty 2547.205167 = -207664.407037
  nChanged 34
		SP:Iteration 39Q (29003.820000 sec): 3 clusters
  Score: Raw -210248.543029 + Penalty 2547.205167 = -207701.337862
  nChanged 35
		SP:Iteration 40F (29003.990000 sec): 3 clusters
  Score: Raw -210295.906671 + Penalty 2547.205167 = -207748.701503
  nChanged 40
		SP:Iteration 41Q (29004.160000 sec): 3 clusters
  Score: Raw -210347.619521 + Penalty 2547.205167 = -207800.414354
  nChanged 44
		SP:Iteration 42Q (29004.340000 sec): 3 clusters
  Score: Raw -210423.188496 + Penalty 2547.205167 = -207875.983329
  nChanged 48
		SP:Iteration 43Q (29004.520000 sec): 3 clusters
  Score: Raw -210574.558619 + Penalty 2547.205167 = -208027.353452
  nChanged 50
		SP:Iteration 44Q (29004.690000 sec): 3 clusters
  Score: Raw -210757.086603 + Penalty 2547.205167 = -208209.881436
  nChanged 49
		SP:Iteration 45Q (29004.870000 sec): 3 clusters
  Score: Raw -210810.848196 + Penalty 2547.205167 = -208263.643029
  nChanged 39
		SP:Iteration 46Q (29005.040000 sec): 3 clusters
  Score: Raw -210857.716252 + Penalty 2547.205167 = -208310.511085
  nChanged 39
		SP:Iteration 47Q (29005.220000 sec): 3 clusters
  Score: Raw -210905.568098 + Penalty 2547.205167 = -208358.362931
  nChanged 38
		SP:Iteration 48Q (29005.400000 sec): 3 clusters
  Score: Raw -210954.540377 + Penalty 2547.205167 = -208407.335210
  nChanged 26
		SP:Iteration 49Q (29005.570000 sec): 3 clusters
  Score: Raw -210977.791918 + Penalty 2547.205167 = -208430.586750
  nChanged 19
		SP:Iteration 50Q (29005.750000 sec): 3 clusters
  Score: Raw -210995.521248 + Penalty 2547.205167 = -208448.316081
  nChanged 21
		SP:Iteration 51Q (29005.920000 sec): 3 clusters
  Score: Raw -211022.841309 + Penalty 2547.205167 = -208475.636141
  nChanged 24
		SP:Iteration 52Q (29006.100000 sec): 3 clusters
  Score: Raw -211068.593509 + Penalty 2547.205167 = -208521.388342
  nChanged 23
		SP:Iteration 53Q (29006.280000 sec): 3 clusters
  Score: Raw -211105.947453 + Penalty 2547.205167 = -208558.742286
  nChanged 22
		SP:Iteration 54Q (29006.450000 sec): 3 clusters
  Score: Raw -211142.550518 + Penalty 2547.205167 = -208595.345351
  nChanged 17
		SP:Iteration 55Q (29006.630000 sec): 3 clusters
  Score: Raw -211173.480264 + Penalty 2547.205167 = -208626.275097
  nChanged 16
		SP:Iteration 56Q (29006.800000 sec): 3 clusters
  Score: Raw -211194.423069 + Penalty 2547.205167 = -208647.217901
  nChanged 9
		SP:Iteration 57Q (29006.980000 sec): 3 clusters
  Score: Raw -211205.652368 + Penalty 2547.205167 = -208658.447201
  nChanged 15
		SP:Iteration 58Q (29007.160000 sec): 3 clusters
  Score: Raw -211230.757199 + Penalty 2547.205167 = -208683.552032
  nChanged 15
		SP:Iteration 59Q (29007.330000 sec): 3 clusters
  Score: Raw -211252.706409 + Penalty 2547.205167 = -208705.501241
  nChanged 9
		SP:Iteration 60F (29007.510000 sec): 3 clusters
  Score: Raw -211288.286004 + Penalty 2547.205167 = -208741.080836
  nChanged 19
		SP:Iteration 61Q (29007.680000 sec): 3 clusters
  Score: Raw -211325.122123 + Penalty 2547.205167 = -208777.916956
  nChanged 15
		SP:Iteration 62Q (29007.860000 sec): 3 clusters
  Score: Raw -211347.827453 + Penalty 2547.205167 = -208800.622286
  nChanged 13
		SP:Iteration 63Q (29008.030000 sec): 3 clusters
  Score: Raw -211363.950671 + Penalty 2547.205167 = -208816.745503
  nChanged 9
		SP:Iteration 64Q (29008.210000 sec): 3 clusters
  Score: Raw -211372.954947 + Penalty 2547.205167 = -208825.749779
  nChanged 5
		SP:Iteration 65Q (29008.380000 sec): 3 clusters
  Score: Raw -211376.842539 + Penalty 2547.205167 = -208829.637371
  nChanged 1
		SP:Iteration 66Q (29008.560000 sec): 3 clusters
  Score: Raw -211377.362633 + Penalty 2547.205167 = -208830.157466
  nChanged 1
		SP:Iteration 67Q (29008.740000 sec): 3 clusters
  Score: Raw -211378.215213 + Penalty 2547.205167 = -208831.010046
  nChanged 0
		SP:Iteration 68F (29008.910000 sec): 3 clusters
  Score: Raw -211378.215213 + Penalty 2547.205167 = -208831.010046
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 110.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (5962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29009.020000 sec): 2 clusters
  Score: Raw -484021.561684 + Penalty 1412.638707 = -482608.922977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29009.240000 sec): 3 clusters
  Score: Raw -480847.372858 + Penalty 2825.277414 = -478022.095444
  nChanged 2462
		SP:Iteration 1F (29009.400000 sec): 3 clusters
  Score: Raw -482260.332993 + Penalty 2825.277414 = -479435.055579
  nChanged 448
		SP:Iteration 2F (29009.570000 sec): 3 clusters
  Score: Raw -482526.844886 + Penalty 2825.277414 = -479701.567472
  nChanged 366
		SP:Iteration 3F (29009.740000 sec): 3 clusters
  Score: Raw -482737.006734 + Penalty 2825.277414 = -479911.729320
  nChanged 292
		SP:Iteration 4Q (29009.900000 sec): 3 clusters
  Score: Raw -482889.468277 + Penalty 2825.277414 = -480064.190862
  nChanged 253
		SP:Iteration 5Q (29010.070000 sec): 3 clusters
  Score: Raw -483020.706432 + Penalty 2825.277414 = -480195.429018
  nChanged 208
		SP:Iteration 6Q (29010.240000 sec): 3 clusters
  Score: Raw -483131.456609 + Penalty 2825.277414 = -480306.179194
  nChanged 212
		SP:Iteration 7Q (29010.450000 sec): 3 clusters
  Score: Raw -483231.043589 + Penalty 2825.277414 = -480405.766175
  nChanged 170
		SP:Iteration 8Q (29010.620000 sec): 3 clusters
  Score: Raw -483310.572008 + Penalty 2825.277414 = -480485.294594
  nChanged 167
		SP:Iteration 9Q (29010.790000 sec): 3 clusters
  Score: Raw -483382.190672 + Penalty 2825.277414 = -480556.913257
  nChanged 126
		SP:Iteration 10Q (29010.960000 sec): 3 clusters
  Score: Raw -483434.417446 + Penalty 2825.277414 = -480609.140032
  nChanged 110
		SP:Iteration 11Q (29011.130000 sec): 3 clusters
  Score: Raw -483475.222195 + Penalty 2825.277414 = -480649.944781
  nChanged 103
		SP:Iteration 12Q (29011.290000 sec): 3 clusters
  Score: Raw -483516.958447 + Penalty 2825.277414 = -480691.681033
  nChanged 87
		SP:Iteration 13Q (29011.460000 sec): 3 clusters
  Score: Raw -483547.582135 + Penalty 2825.277414 = -480722.304721
  nChanged 86
		SP:Iteration 14Q (29011.630000 sec): 3 clusters
  Score: Raw -483581.987405 + Penalty 2825.277414 = -480756.709991
  nChanged 96
		SP:Iteration 15Q (29011.800000 sec): 3 clusters
  Score: Raw -483625.385641 + Penalty 2825.277414 = -480800.108227
  nChanged 99
		SP:Iteration 16Q (29011.970000 sec): 3 clusters
  Score: Raw -483663.705341 + Penalty 2825.277414 = -480838.427927
  nChanged 101
		SP:Iteration 17Q (29012.130000 sec): 3 clusters
  Score: Raw -483703.097576 + Penalty 2825.277414 = -480877.820162
  nChanged 87
		SP:Iteration 18Q (29012.310000 sec): 3 clusters
  Score: Raw -483736.305016 + Penalty 2825.277414 = -480911.027601
  nChanged 88
		SP:Iteration 19Q (29012.470000 sec): 3 clusters
  Score: Raw -483769.570668 + Penalty 2825.277414 = -480944.293254
  nChanged 80
		SP:Iteration 20F (29012.640000 sec): 3 clusters
  Score: Raw -483800.752221 + Penalty 2825.277414 = -480975.474807
  nChanged 79
		SP:Iteration 21Q (29012.810000 sec): 3 clusters
  Score: Raw -483834.388427 + Penalty 2825.277414 = -481009.111013
  nChanged 78
		SP:Iteration 22Q (29012.980000 sec): 3 clusters
  Score: Raw -483875.882319 + Penalty 2825.277414 = -481050.604905
  nChanged 85
		SP:Iteration 23Q (29013.150000 sec): 3 clusters
  Score: Raw -483930.056770 + Penalty 2825.277414 = -481104.779356
  nChanged 80
		SP:Iteration 24Q (29013.310000 sec): 3 clusters
  Score: Raw -483983.983996 + Penalty 2825.277414 = -481158.706582
  nChanged 90
		SP:Iteration 25Q (29013.480000 sec): 3 clusters
  Score: Raw -484055.232072 + Penalty 2825.277414 = -481229.954658
  nChanged 97
		SP:Iteration 26Q (29013.650000 sec): 3 clusters
  Score: Raw -484135.844074 + Penalty 2825.277414 = -481310.566660
  nChanged 91
		SP:Iteration 27Q (29013.820000 sec): 3 clusters
  Score: Raw -484208.821393 + Penalty 2825.277414 = -481383.543979
  nChanged 71
		SP:Iteration 28Q (29013.990000 sec): 3 clusters
  Score: Raw -484262.166180 + Penalty 2825.277414 = -481436.888766
  nChanged 67
		SP:Iteration 29Q (29014.150000 sec): 3 clusters
  Score: Raw -484318.984195 + Penalty 2825.277414 = -481493.706781
  nChanged 70
		SP:Iteration 30Q (29014.320000 sec): 3 clusters
  Score: Raw -484375.035303 + Penalty 2825.277414 = -481549.757889
  nChanged 67
		SP:Iteration 31Q (29014.500000 sec): 3 clusters
  Score: Raw -484430.695757 + Penalty 2825.277414 = -481605.418343
  nChanged 75
		SP:Iteration 32Q (29014.700000 sec): 3 clusters
  Score: Raw -484493.335866 + Penalty 2825.277414 = -481668.058452
  nChanged 71
		SP:Iteration 33Q (29014.870000 sec): 3 clusters
  Score: Raw -484550.454996 + Penalty 2825.277414 = -481725.177582
  nChanged 62
		SP:Iteration 34Q (29015.030000 sec): 3 clusters
  Score: Raw -484597.701775 + Penalty 2825.277414 = -481772.424361
  nChanged 49
		SP:Iteration 35Q (29015.200000 sec): 3 clusters
  Score: Raw -484625.796079 + Penalty 2825.277414 = -481800.518664
  nChanged 57
		SP:Iteration 36Q (29015.370000 sec): 3 clusters
  Score: Raw -484660.051474 + Penalty 2825.277414 = -481834.774060
  nChanged 53
		SP:Iteration 37Q (29015.530000 sec): 3 clusters
  Score: Raw -484692.586872 + Penalty 2825.277414 = -481867.309458
  nChanged 45
		SP:Iteration 38Q (29015.630000 sec): 3 clusters
  Score: Raw -484715.118490 + Penalty 2825.277414 = -481889.841076
  nChanged 38
		SP:Iteration 39Q (29015.730000 sec): 3 clusters
  Score: Raw -484736.785003 + Penalty 2825.277414 = -481911.507588
  nChanged 34
		SP:Iteration 40F (29015.910000 sec): 3 clusters
  Score: Raw -484757.207144 + Penalty 2825.277414 = -481931.929730
  nChanged 36
		SP:Iteration 41Q (29016.080000 sec): 3 clusters
  Score: Raw -484773.688708 + Penalty 2825.277414 = -481948.411294
  nChanged 21
		SP:Iteration 42Q (29016.210000 sec): 3 clusters
  Score: Raw -484780.794917 + Penalty 2825.277414 = -481955.517503
  nChanged 17
		SP:Iteration 43Q (29016.310000 sec): 3 clusters
  Score: Raw -484786.485075 + Penalty 2825.277414 = -481961.207661
  nChanged 15
		SP:Iteration 44Q (29016.450000 sec): 3 clusters
  Score: Raw -484791.108299 + Penalty 2825.277414 = -481965.830885
  nChanged 11
		SP:Iteration 45Q (29016.660000 sec): 3 clusters
  Score: Raw -484794.261555 + Penalty 2825.277414 = -481968.984141
  nChanged 6
		SP:Iteration 46Q (29016.830000 sec): 3 clusters
  Score: Raw -484795.488052 + Penalty 2825.277414 = -481970.210638
  nChanged 4
		SP:Iteration 47Q (29016.990000 sec): 3 clusters
  Score: Raw -484796.224313 + Penalty 2825.277414 = -481970.946898
  nChanged 4
		SP:Iteration 48Q (29017.160000 sec): 3 clusters
  Score: Raw -484796.836068 + Penalty 2825.277414 = -481971.558654
  nChanged 4
		SP:Iteration 49Q (29017.330000 sec): 3 clusters
  Score: Raw -484798.138451 + Penalty 2825.277414 = -481972.861037
  nChanged 4
		SP:Iteration 50Q (29017.490000 sec): 3 clusters
  Score: Raw -484798.992037 + Penalty 2825.277414 = -481973.714623
  nChanged 1
		SP:Iteration 51Q (29017.660000 sec): 3 clusters
  Score: Raw -484799.043506 + Penalty 2825.277414 = -481973.766092
  nChanged 0
		SP:Iteration 52F (29017.820000 sec): 3 clusters
  Score: Raw -484799.043506 + Penalty 2825.277414 = -481973.766092
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (7677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29017.930000 sec): 2 clusters
  Score: Raw -689836.583456 + Penalty 1453.722420 = -688382.861036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29018.140000 sec): 3 clusters
  Score: Raw -685664.016491 + Penalty 2907.444841 = -682756.571650
  nChanged 3309
		SP:Iteration 1F (29018.340000 sec): 3 clusters
  Score: Raw -688154.977894 + Penalty 2907.444841 = -685247.533053
  nChanged 795
		SP:Iteration 2F (29018.530000 sec): 3 clusters
  Score: Raw -688926.619256 + Penalty 2907.444841 = -686019.174415
  nChanged 629
		SP:Iteration 3F (29018.730000 sec): 3 clusters
  Score: Raw -689397.420663 + Penalty 2907.444841 = -686489.975822
  nChanged 446
		SP:Iteration 4F (29018.930000 sec): 3 clusters
  Score: Raw -689680.385135 + Penalty 2907.444841 = -686772.940294
  nChanged 332
		SP:Iteration 5Q (29019.130000 sec): 3 clusters
  Score: Raw -689864.448745 + Penalty 2907.444841 = -686957.003904
  nChanged 236
		SP:Iteration 6Q (29019.330000 sec): 3 clusters
  Score: Raw -689969.573467 + Penalty 2907.444841 = -687062.128626
  nChanged 180
		SP:Iteration 7Q (29019.530000 sec): 3 clusters
  Score: Raw -690036.162684 + Penalty 2907.444841 = -687128.717844
  nChanged 152
		SP:Iteration 8Q (29019.730000 sec): 3 clusters
  Score: Raw -690091.011810 + Penalty 2907.444841 = -687183.566969
  nChanged 133
		SP:Iteration 9Q (29019.930000 sec): 3 clusters
  Score: Raw -690134.945410 + Penalty 2907.444841 = -687227.500570
  nChanged 94
		SP:Iteration 10Q (29020.130000 sec): 3 clusters
  Score: Raw -690162.811111 + Penalty 2907.444841 = -687255.366270
  nChanged 89
		SP:Iteration 11Q (29020.320000 sec): 3 clusters
  Score: Raw -690183.523727 + Penalty 2907.444841 = -687276.078886
  nChanged 62
		SP:Iteration 12Q (29020.520000 sec): 3 clusters
  Score: Raw -690195.542806 + Penalty 2907.444841 = -687288.097966
  nChanged 38
		SP:Iteration 13Q (29020.720000 sec): 3 clusters
  Score: Raw -690202.981440 + Penalty 2907.444841 = -687295.536599
  nChanged 37
		SP:Iteration 14Q (29020.920000 sec): 3 clusters
  Score: Raw -690210.075155 + Penalty 2907.444841 = -687302.630314
  nChanged 33
		SP:Iteration 15Q (29021.120000 sec): 3 clusters
  Score: Raw -690214.890177 + Penalty 2907.444841 = -687307.445336
  nChanged 27
		SP:Iteration 16Q (29021.310000 sec): 3 clusters
  Score: Raw -690218.866321 + Penalty 2907.444841 = -687311.421481
  nChanged 24
		SP:Iteration 17Q (29021.510000 sec): 3 clusters
  Score: Raw -690223.261244 + Penalty 2907.444841 = -687315.816403
  nChanged 17
		SP:Iteration 18Q (29021.710000 sec): 3 clusters
  Score: Raw -690226.846608 + Penalty 2907.444841 = -687319.401768
  nChanged 20
		SP:Iteration 19Q (29021.910000 sec): 3 clusters
  Score: Raw -690230.233301 + Penalty 2907.444841 = -687322.788461
  nChanged 21
		SP:Iteration 20F (29022.110000 sec): 3 clusters
  Score: Raw -690234.142195 + Penalty 2907.444841 = -687326.697354
  nChanged 16
		SP:Iteration 21Q (29022.310000 sec): 3 clusters
  Score: Raw -690236.106722 + Penalty 2907.444841 = -687328.661882
  nChanged 11
		SP:Iteration 22Q (29022.510000 sec): 3 clusters
  Score: Raw -690237.505520 + Penalty 2907.444841 = -687330.060680
  nChanged 9
		SP:Iteration 23Q (29022.710000 sec): 3 clusters
  Score: Raw -690238.808164 + Penalty 2907.444841 = -687331.363323
  nChanged 9
		SP:Iteration 24Q (29022.910000 sec): 3 clusters
  Score: Raw -690239.824685 + Penalty 2907.444841 = -687332.379844
  nChanged 5
		SP:Iteration 25Q (29023.100000 sec): 3 clusters
  Score: Raw -690240.369195 + Penalty 2907.444841 = -687332.924354
  nChanged 3
		SP:Iteration 26Q (29023.300000 sec): 3 clusters
  Score: Raw -690240.623742 + Penalty 2907.444841 = -687333.178901
  nChanged 3
		SP:Iteration 27Q (29023.500000 sec): 3 clusters
  Score: Raw -690240.781459 + Penalty 2907.444841 = -687333.336619
  nChanged 0
		SP:Iteration 28F (29023.700000 sec): 3 clusters
  Score: Raw -690240.781459 + Penalty 2907.444841 = -687333.336619
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (5462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29023.820000 sec): 2 clusters
  Score: Raw -463806.462004 + Penalty 1398.405174 = -462408.056830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29023.990000 sec): 3 clusters
  Score: Raw -460927.811929 + Penalty 2796.810348 = -458131.001581
  nChanged 2275
		SP:Iteration 1F (29024.170000 sec): 3 clusters
  Score: Raw -462395.231193 + Penalty 2796.810348 = -459598.420845
  nChanged 489
		SP:Iteration 2F (29024.380000 sec): 3 clusters
  Score: Raw -462767.360120 + Penalty 2796.810348 = -459970.549772
  nChanged 415
		SP:Iteration 3F (29024.550000 sec): 3 clusters
  Score: Raw -463121.708458 + Penalty 2796.810348 = -460324.898110
  nChanged 318
		SP:Iteration 4F (29024.730000 sec): 3 clusters
  Score: Raw -463342.071149 + Penalty 2796.810348 = -460545.260801
  nChanged 255
		SP:Iteration 5Q (29024.900000 sec): 3 clusters
  Score: Raw -463528.645416 + Penalty 2796.810348 = -460731.835068
  nChanged 228
		SP:Iteration 6Q (29025.070000 sec): 3 clusters
  Score: Raw -463708.137664 + Penalty 2796.810348 = -460911.327316
  nChanged 220
		SP:Iteration 7Q (29025.240000 sec): 3 clusters
  Score: Raw -463913.696945 + Penalty 2796.810348 = -461116.886597
  nChanged 197
		SP:Iteration 8Q (29025.410000 sec): 3 clusters
  Score: Raw -464102.426687 + Penalty 2796.810348 = -461305.616339
  nChanged 197
		SP:Iteration 9Q (29025.590000 sec): 3 clusters
  Score: Raw -464278.452532 + Penalty 2796.810348 = -461481.642184
  nChanged 186
		SP:Iteration 10Q (29025.760000 sec): 3 clusters
  Score: Raw -464412.522336 + Penalty 2796.810348 = -461615.711988
  nChanged 146
		SP:Iteration 11Q (29025.930000 sec): 3 clusters
  Score: Raw -464505.088255 + Penalty 2796.810348 = -461708.277907
  nChanged 131
		SP:Iteration 12Q (29026.100000 sec): 3 clusters
  Score: Raw -464592.957128 + Penalty 2796.810348 = -461796.146779
  nChanged 120
		SP:Iteration 13Q (29026.310000 sec): 3 clusters
  Score: Raw -464670.709399 + Penalty 2796.810348 = -461873.899051
  nChanged 150
		SP:Iteration 14Q (29026.490000 sec): 3 clusters
  Score: Raw -464781.554809 + Penalty 2796.810348 = -461984.744461
  nChanged 163
		SP:Iteration 15Q (29026.660000 sec): 3 clusters
  Score: Raw -464874.937496 + Penalty 2796.810348 = -462078.127148
  nChanged 119
		SP:Iteration 16Q (29026.830000 sec): 3 clusters
  Score: Raw -464936.112348 + Penalty 2796.810348 = -462139.302000
  nChanged 102
		SP:Iteration 17Q (29027.000000 sec): 3 clusters
  Score: Raw -464976.927624 + Penalty 2796.810348 = -462180.117276
  nChanged 76
		SP:Iteration 18Q (29027.170000 sec): 3 clusters
  Score: Raw -465003.359243 + Penalty 2796.810348 = -462206.548895
  nChanged 51
		SP:Iteration 19Q (29027.350000 sec): 3 clusters
  Score: Raw -465018.533022 + Penalty 2796.810348 = -462221.722674
  nChanged 50
		SP:Iteration 20F (29027.520000 sec): 3 clusters
  Score: Raw -465033.429790 + Penalty 2796.810348 = -462236.619442
  nChanged 35
		SP:Iteration 21Q (29027.690000 sec): 3 clusters
  Score: Raw -465042.738594 + Penalty 2796.810348 = -462245.928246
  nChanged 26
		SP:Iteration 22Q (29027.860000 sec): 3 clusters
  Score: Raw -465049.724755 + Penalty 2796.810348 = -462252.914407
  nChanged 33
		SP:Iteration 23Q (29028.030000 sec): 3 clusters
  Score: Raw -465061.107856 + Penalty 2796.810348 = -462264.297508
  nChanged 36
		SP:Iteration 24Q (29028.200000 sec): 3 clusters
  Score: Raw -465073.473210 + Penalty 2796.810348 = -462276.662862
  nChanged 41
		SP:Iteration 25Q (29028.370000 sec): 3 clusters
  Score: Raw -465087.503543 + Penalty 2796.810348 = -462290.693195
  nChanged 33
		SP:Iteration 26Q (29028.540000 sec): 3 clusters
  Score: Raw -465098.308401 + Penalty 2796.810348 = -462301.498053
  nChanged 31
		SP:Iteration 27Q (29028.710000 sec): 3 clusters
  Score: Raw -465106.856216 + Penalty 2796.810348 = -462310.045868
  nChanged 25
		SP:Iteration 28Q (29028.890000 sec): 3 clusters
  Score: Raw -465113.565378 + Penalty 2796.810348 = -462316.755030
  nChanged 18
		SP:Iteration 29Q (29029.060000 sec): 3 clusters
  Score: Raw -465117.350827 + Penalty 2796.810348 = -462320.540478
  nChanged 11
		SP:Iteration 30Q (29029.230000 sec): 3 clusters
  Score: Raw -465119.169823 + Penalty 2796.810348 = -462322.359475
  nChanged 8
		SP:Iteration 31Q (29029.400000 sec): 3 clusters
  Score: Raw -465120.408301 + Penalty 2796.810348 = -462323.597952
  nChanged 4
		SP:Iteration 32Q (29029.570000 sec): 3 clusters
  Score: Raw -465121.169658 + Penalty 2796.810348 = -462324.359310
  nChanged 3
		SP:Iteration 33Q (29029.750000 sec): 3 clusters
  Score: Raw -465121.726161 + Penalty 2796.810348 = -462324.915813
  nChanged 1
		SP:Iteration 34Q (29029.920000 sec): 3 clusters
  Score: Raw -465122.107422 + Penalty 2796.810348 = -462325.297074
  nChanged 2
		SP:Iteration 35Q (29030.090000 sec): 3 clusters
  Score: Raw -465122.465987 + Penalty 2796.810348 = -462325.655639
  nChanged 2
		SP:Iteration 36Q (29030.260000 sec): 3 clusters
  Score: Raw -465123.101507 + Penalty 2796.810348 = -462326.291158
  nChanged 3
		SP:Iteration 37Q (29030.430000 sec): 3 clusters
  Score: Raw -465123.438786 + Penalty 2796.810348 = -462326.628438
  nChanged 5
		SP:Iteration 38Q (29030.600000 sec): 3 clusters
  Score: Raw -465124.180110 + Penalty 2796.810348 = -462327.369762
  nChanged 4
		SP:Iteration 39Q (29030.770000 sec): 3 clusters
  Score: Raw -465125.026124 + Penalty 2796.810348 = -462328.215776
  nChanged 4
		SP:Iteration 40F (29030.950000 sec): 3 clusters
  Score: Raw -465125.645806 + Penalty 2796.810348 = -462328.835458
  nChanged 2
		SP:Iteration 41Q (29031.120000 sec): 3 clusters
  Score: Raw -465125.934708 + Penalty 2796.810348 = -462329.124360
  nChanged 4
		SP:Iteration 42Q (29031.290000 sec): 3 clusters
  Score: Raw -465127.072969 + Penalty 2796.810348 = -462330.262620
  nChanged 4
		SP:Iteration 43Q (29031.460000 sec): 3 clusters
  Score: Raw -465127.568591 + Penalty 2796.810348 = -462330.758243
  nChanged 1
		SP:Iteration 44Q (29031.630000 sec): 3 clusters
  Score: Raw -465127.872647 + Penalty 2796.810348 = -462331.062299
  nChanged 4
		SP:Iteration 45Q (29031.830000 sec): 3 clusters
  Score: Raw -465128.232687 + Penalty 2796.810348 = -462331.422339
  nChanged 2
		SP:Iteration 46Q (29031.920000 sec): 3 clusters
  Score: Raw -465128.475540 + Penalty 2796.810348 = -462331.665192
  nChanged 1
		SP:Iteration 47Q (29032.110000 sec): 3 clusters
  Score: Raw -465128.556837 + Penalty 2796.810348 = -462331.746488
  nChanged 0
		SP:Iteration 48F (29032.330000 sec): 3 clusters
  Score: Raw -465128.556837 + Penalty 2796.810348 = -462331.746488
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (3652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29032.390000 sec): 2 clusters
  Score: Raw -300612.243444 + Penalty 1332.992414 = -299279.251029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29032.550000 sec): 3 clusters
  Score: Raw -298800.956961 + Penalty 2665.984829 = -296134.972133
  nChanged 1457
		SP:Iteration 1F (29032.620000 sec): 3 clusters
  Score: Raw -299728.451461 + Penalty 2665.984829 = -297062.466632
  nChanged 327
		SP:Iteration 2F (29032.700000 sec): 3 clusters
  Score: Raw -299973.925412 + Penalty 2665.984829 = -297307.940584
  nChanged 243
		SP:Iteration 3F (29032.770000 sec): 3 clusters
  Score: Raw -300163.991925 + Penalty 2665.984829 = -297498.007096
  nChanged 198
		SP:Iteration 4F (29032.850000 sec): 3 clusters
  Score: Raw -300304.372975 + Penalty 2665.984829 = -297638.388146
  nChanged 153
		SP:Iteration 5Q (29032.920000 sec): 3 clusters
  Score: Raw -300425.629993 + Penalty 2665.984829 = -297759.645165
  nChanged 146
		SP:Iteration 6Q (29032.990000 sec): 3 clusters
  Score: Raw -300551.088055 + Penalty 2665.984829 = -297885.103227
  nChanged 140
		SP:Iteration 7Q (29033.060000 sec): 3 clusters
  Score: Raw -300653.628044 + Penalty 2665.984829 = -297987.643215
  nChanged 135
		SP:Iteration 8Q (29033.130000 sec): 3 clusters
  Score: Raw -300765.545804 + Penalty 2665.984829 = -298099.560975
  nChanged 123
		SP:Iteration 9Q (29033.200000 sec): 3 clusters
  Score: Raw -300850.635017 + Penalty 2665.984829 = -298184.650188
  nChanged 111
		SP:Iteration 10Q (29033.300000 sec): 3 clusters
  Score: Raw -300917.977543 + Penalty 2665.984829 = -298251.992714
  nChanged 103
		SP:Iteration 11Q (29033.380000 sec): 3 clusters
  Score: Raw -300980.167998 + Penalty 2665.984829 = -298314.183169
  nChanged 73
		SP:Iteration 12Q (29033.450000 sec): 3 clusters
  Score: Raw -301015.787161 + Penalty 2665.984829 = -298349.802332
  nChanged 76
		SP:Iteration 13Q (29033.520000 sec): 3 clusters
  Score: Raw -301055.053395 + Penalty 2665.984829 = -298389.068566
  nChanged 62
		SP:Iteration 14Q (29033.600000 sec): 3 clusters
  Score: Raw -301091.773355 + Penalty 2665.984829 = -298425.788526
  nChanged 63
		SP:Iteration 15Q (29033.670000 sec): 3 clusters
  Score: Raw -301136.299385 + Penalty 2665.984829 = -298470.314556
  nChanged 76
		SP:Iteration 16Q (29033.740000 sec): 3 clusters
  Score: Raw -301195.759556 + Penalty 2665.984829 = -298529.774728
  nChanged 67
		SP:Iteration 17Q (29033.810000 sec): 3 clusters
  Score: Raw -301235.220799 + Penalty 2665.984829 = -298569.235970
  nChanged 55
		SP:Iteration 18Q (29033.880000 sec): 3 clusters
  Score: Raw -301267.391630 + Penalty 2665.984829 = -298601.406802
  nChanged 45
		SP:Iteration 19Q (29034.060000 sec): 3 clusters
  Score: Raw -301289.424796 + Penalty 2665.984829 = -298623.439968
  nChanged 40
		SP:Iteration 20F (29034.230000 sec): 3 clusters
  Score: Raw -301308.845435 + Penalty 2665.984829 = -298642.860606
  nChanged 36
		SP:Iteration 21Q (29034.410000 sec): 3 clusters
  Score: Raw -301327.619401 + Penalty 2665.984829 = -298661.634572
  nChanged 26
		SP:Iteration 22Q (29034.590000 sec): 3 clusters
  Score: Raw -301337.383277 + Penalty 2665.984829 = -298671.398448
  nChanged 13
		SP:Iteration 23Q (29034.760000 sec): 3 clusters
  Score: Raw -301343.252516 + Penalty 2665.984829 = -298677.267687
  nChanged 12
		SP:Iteration 24Q (29034.940000 sec): 3 clusters
  Score: Raw -301347.599742 + Penalty 2665.984829 = -298681.614914
  nChanged 15
		SP:Iteration 25Q (29035.110000 sec): 3 clusters
  Score: Raw -301353.640561 + Penalty 2665.984829 = -298687.655733
  nChanged 9
		SP:Iteration 26Q (29035.290000 sec): 3 clusters
  Score: Raw -301357.295119 + Penalty 2665.984829 = -298691.310291
  nChanged 9
		SP:Iteration 27Q (29035.460000 sec): 3 clusters
  Score: Raw -301360.878774 + Penalty 2665.984829 = -298694.893946
  nChanged 10
		SP:Iteration 28Q (29035.620000 sec): 3 clusters
  Score: Raw -301369.406331 + Penalty 2665.984829 = -298703.421502
  nChanged 20
		SP:Iteration 29Q (29035.790000 sec): 3 clusters
  Score: Raw -301380.898319 + Penalty 2665.984829 = -298714.913490
  nChanged 11
		SP:Iteration 30Q (29035.950000 sec): 3 clusters
  Score: Raw -301385.973660 + Penalty 2665.984829 = -298719.988831
  nChanged 8
		SP:Iteration 31Q (29036.110000 sec): 3 clusters
  Score: Raw -301389.635464 + Penalty 2665.984829 = -298723.650636
  nChanged 4
		SP:Iteration 32Q (29036.270000 sec): 3 clusters
  Score: Raw -301391.002883 + Penalty 2665.984829 = -298725.018055
  nChanged 4
		SP:Iteration 33Q (29036.440000 sec): 3 clusters
  Score: Raw -301392.322076 + Penalty 2665.984829 = -298726.337247
  nChanged 0
		SP:Iteration 34F (29036.600000 sec): 3 clusters
  Score: Raw -301392.322076 + Penalty 2665.984829 = -298726.337247
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29036.680000 sec): 2 clusters
  Score: Raw -57838.204902 + Penalty 1066.167483 = -56772.037419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29036.850000 sec): 3 clusters
  Score: Raw -57672.019864 + Penalty 2132.334966 = -55539.684897
  nChanged 194
		SP:Iteration 1F (29037.010000 sec): 3 clusters
  Score: Raw -57891.015229 + Penalty 2132.334966 = -55758.680262
  nChanged 55
		SP:Iteration 2F (29037.170000 sec): 3 clusters
  Score: Raw -57967.933289 + Penalty 2132.334966 = -55835.598322
  nChanged 30
		SP:Iteration 3Q (29037.330000 sec): 3 clusters
  Score: Raw -58001.733986 + Penalty 2132.334966 = -55869.399020
  nChanged 16
		SP:Iteration 4Q (29037.490000 sec): 3 clusters
  Score: Raw -58024.849031 + Penalty 2132.334966 = -55892.514064
  nChanged 10
		SP:Iteration 5Q (29037.660000 sec): 3 clusters
  Score: Raw -58034.463544 + Penalty 2132.334966 = -55902.128578
  nChanged 8
		SP:Iteration 6Q (29037.820000 sec): 3 clusters
  Score: Raw -58046.051255 + Penalty 2132.334966 = -55913.716289
  nChanged 10
		SP:Iteration 7Q (29037.990000 sec): 3 clusters
  Score: Raw -58065.211784 + Penalty 2132.334966 = -55932.876817
  nChanged 11
		SP:Iteration 8Q (29038.150000 sec): 3 clusters
  Score: Raw -58081.586707 + Penalty 2132.334966 = -55949.251741
  nChanged 5
		SP:Iteration 9Q (29038.310000 sec): 3 clusters
  Score: Raw -58088.454109 + Penalty 2132.334966 = -55956.119143
  nChanged 4
		SP:Iteration 10Q (29038.480000 sec): 3 clusters
  Score: Raw -58096.457173 + Penalty 2132.334966 = -55964.122206
  nChanged 5
		SP:Iteration 11Q (29038.640000 sec): 3 clusters
  Score: Raw -58106.881032 + Penalty 2132.334966 = -55974.546065
  nChanged 5
		SP:Iteration 12Q (29038.810000 sec): 3 clusters
  Score: Raw -58114.290996 + Penalty 2132.334966 = -55981.956029
  nChanged 4
		SP:Iteration 13Q (29038.970000 sec): 3 clusters
  Score: Raw -58120.305537 + Penalty 2132.334966 = -55987.970570
  nChanged 2
		SP:Iteration 14Q (29039.130000 sec): 3 clusters
  Score: Raw -58122.782196 + Penalty 2132.334966 = -55990.447230
  nChanged 1
		SP:Iteration 15Q (29039.290000 sec): 3 clusters
  Score: Raw -58124.288064 + Penalty 2132.334966 = -55991.953097
  nChanged 2
		SP:Iteration 16Q (29039.460000 sec): 3 clusters
  Score: Raw -58131.855685 + Penalty 2132.334966 = -55999.520718
  nChanged 3
		SP:Iteration 17Q (29039.630000 sec): 3 clusters
  Score: Raw -58136.677478 + Penalty 2132.334966 = -56004.342511
  nChanged 5
		SP:Iteration 18Q (29039.790000 sec): 3 clusters
  Score: Raw -58144.770615 + Penalty 2132.334966 = -56012.435649
  nChanged 7
		SP:Iteration 19Q (29039.960000 sec): 3 clusters
  Score: Raw -58160.193422 + Penalty 2132.334966 = -56027.858455
  nChanged 4
		SP:Iteration 20F (29040.120000 sec): 3 clusters
  Score: Raw -58166.013842 + Penalty 2132.334966 = -56033.678875
  nChanged 3
		SP:Iteration 21Q (29040.280000 sec): 3 clusters
  Score: Raw -58169.542387 + Penalty 2132.334966 = -56037.207421
  nChanged 1
		SP:Iteration 22Q (29040.440000 sec): 3 clusters
  Score: Raw -58171.655507 + Penalty 2132.334966 = -56039.320541
  nChanged 0
		SP:Iteration 23F (29040.610000 sec): 3 clusters
  Score: Raw -58171.655507 + Penalty 2132.334966 = -56039.320541
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29040.730000 sec): 2 clusters
  Score: Raw -485693.113348 + Penalty 1407.432059 = -484285.681289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29040.930000 sec): 3 clusters
  Score: Raw -482706.259567 + Penalty 2814.864117 = -479891.395450
  nChanged 2351
		SP:Iteration 1F (29041.120000 sec): 3 clusters
  Score: Raw -484071.387168 + Penalty 2814.864117 = -481256.523051
  nChanged 423
		SP:Iteration 2F (29041.340000 sec): 3 clusters
  Score: Raw -484331.176164 + Penalty 2814.864117 = -481516.312047
  nChanged 327
		SP:Iteration 3F (29041.520000 sec): 3 clusters
  Score: Raw -484570.182409 + Penalty 2814.864117 = -481755.318292
  nChanged 324
		SP:Iteration 4F (29041.660000 sec): 3 clusters
  Score: Raw -484822.263685 + Penalty 2814.864117 = -482007.399568
  nChanged 287
		SP:Iteration 5Q (29041.820000 sec): 3 clusters
  Score: Raw -485068.495730 + Penalty 2814.864117 = -482253.631613
  nChanged 261
		SP:Iteration 6Q (29042.000000 sec): 3 clusters
  Score: Raw -485270.560771 + Penalty 2814.864117 = -482455.696654
  nChanged 252
		SP:Iteration 7Q (29042.160000 sec): 3 clusters
  Score: Raw -485437.015694 + Penalty 2814.864117 = -482622.151577
  nChanged 216
		SP:Iteration 8Q (29042.330000 sec): 3 clusters
  Score: Raw -485566.626275 + Penalty 2814.864117 = -482751.762158
  nChanged 167
		SP:Iteration 9Q (29042.500000 sec): 3 clusters
  Score: Raw -485663.170767 + Penalty 2814.864117 = -482848.306650
  nChanged 156
		SP:Iteration 10Q (29042.670000 sec): 3 clusters
  Score: Raw -485756.017891 + Penalty 2814.864117 = -482941.153774
  nChanged 161
		SP:Iteration 11Q (29042.840000 sec): 3 clusters
  Score: Raw -485851.836206 + Penalty 2814.864117 = -483036.972089
  nChanged 153
		SP:Iteration 12Q (29043.050000 sec): 3 clusters
  Score: Raw -485951.194061 + Penalty 2814.864117 = -483136.329944
  nChanged 147
		SP:Iteration 13Q (29043.230000 sec): 3 clusters
  Score: Raw -486050.045353 + Penalty 2814.864117 = -483235.181236
  nChanged 140
		SP:Iteration 14Q (29043.370000 sec): 3 clusters
  Score: Raw -486153.174826 + Penalty 2814.864117 = -483338.310709
  nChanged 146
		SP:Iteration 15Q (29043.550000 sec): 3 clusters
  Score: Raw -486274.837904 + Penalty 2814.864117 = -483459.973787
  nChanged 111
		SP:Iteration 16Q (29043.710000 sec): 3 clusters
  Score: Raw -486381.548373 + Penalty 2814.864117 = -483566.684256
  nChanged 106
		SP:Iteration 17Q (29043.880000 sec): 3 clusters
  Score: Raw -486458.417865 + Penalty 2814.864117 = -483643.553748
  nChanged 90
		SP:Iteration 18Q (29044.050000 sec): 3 clusters
  Score: Raw -486509.552922 + Penalty 2814.864117 = -483694.688805
  nChanged 64
		SP:Iteration 19Q (29044.220000 sec): 3 clusters
  Score: Raw -486540.734041 + Penalty 2814.864117 = -483725.869924
  nChanged 54
		SP:Iteration 20F (29044.400000 sec): 3 clusters
  Score: Raw -486562.266877 + Penalty 2814.864117 = -483747.402760
  nChanged 41
		SP:Iteration 21Q (29044.490000 sec): 3 clusters
  Score: Raw -486577.900256 + Penalty 2814.864117 = -483763.036139
  nChanged 30
		SP:Iteration 22Q (29044.590000 sec): 3 clusters
  Score: Raw -486590.506435 + Penalty 2814.864117 = -483775.642318
  nChanged 31
		SP:Iteration 23Q (29044.690000 sec): 3 clusters
  Score: Raw -486602.262573 + Penalty 2814.864117 = -483787.398456
  nChanged 33
		SP:Iteration 24Q (29044.780000 sec): 3 clusters
  Score: Raw -486614.004194 + Penalty 2814.864117 = -483799.140077
  nChanged 30
		SP:Iteration 25Q (29044.870000 sec): 3 clusters
  Score: Raw -486623.978730 + Penalty 2814.864117 = -483809.114613
  nChanged 20
		SP:Iteration 26Q (29045.070000 sec): 3 clusters
  Score: Raw -486629.877622 + Penalty 2814.864117 = -483815.013505
  nChanged 19
		SP:Iteration 27Q (29045.290000 sec): 3 clusters
  Score: Raw -486635.306265 + Penalty 2814.864117 = -483820.442148
  nChanged 12
		SP:Iteration 28Q (29045.470000 sec): 3 clusters
  Score: Raw -486637.849383 + Penalty 2814.864117 = -483822.985266
  nChanged 11
		SP:Iteration 29Q (29045.650000 sec): 3 clusters
  Score: Raw -486640.443400 + Penalty 2814.864117 = -483825.579283
  nChanged 5
		SP:Iteration 30Q (29045.810000 sec): 3 clusters
  Score: Raw -486641.361725 + Penalty 2814.864117 = -483826.497608
  nChanged 5
		SP:Iteration 31Q (29045.960000 sec): 3 clusters
  Score: Raw -486642.345400 + Penalty 2814.864117 = -483827.481283
  nChanged 2
		SP:Iteration 32Q (29046.060000 sec): 3 clusters
  Score: Raw -486642.596907 + Penalty 2814.864117 = -483827.732790
  nChanged 0
		SP:Iteration 33F (29046.250000 sec): 3 clusters
  Score: Raw -486642.596907 + Penalty 2814.864117 = -483827.732790
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (4875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29046.390000 sec): 2 clusters
  Score: Raw -494380.720261 + Penalty 1379.929750 = -493000.790511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29046.580000 sec): 3 clusters
  Score: Raw -491954.871504 + Penalty 2759.859500 = -489195.012004
  nChanged 1915
		SP:Iteration 1F (29046.760000 sec): 3 clusters
  Score: Raw -493022.338882 + Penalty 2759.859500 = -490262.479382
  nChanged 352
		SP:Iteration 2F (29046.940000 sec): 3 clusters
  Score: Raw -493202.901727 + Penalty 2759.859500 = -490443.042227
  nChanged 242
		SP:Iteration 3Q (29047.130000 sec): 3 clusters
  Score: Raw -493314.300457 + Penalty 2759.859500 = -490554.440957
  nChanged 194
		SP:Iteration 4Q (29047.310000 sec): 3 clusters
  Score: Raw -493402.486472 + Penalty 2759.859500 = -490642.626972
  nChanged 152
		SP:Iteration 5Q (29047.490000 sec): 3 clusters
  Score: Raw -493467.319676 + Penalty 2759.859500 = -490707.460176
  nChanged 144
		SP:Iteration 6Q (29047.670000 sec): 3 clusters
  Score: Raw -493527.038453 + Penalty 2759.859500 = -490767.178953
  nChanged 133
		SP:Iteration 7Q (29047.820000 sec): 3 clusters
  Score: Raw -493577.809856 + Penalty 2759.859500 = -490817.950357
  nChanged 117
		SP:Iteration 8Q (29047.990000 sec): 3 clusters
  Score: Raw -493625.131801 + Penalty 2759.859500 = -490865.272301
  nChanged 93
		SP:Iteration 9Q (29048.170000 sec): 3 clusters
  Score: Raw -493661.355040 + Penalty 2759.859500 = -490901.495540
  nChanged 98
		SP:Iteration 10Q (29048.390000 sec): 3 clusters
  Score: Raw -493699.011735 + Penalty 2759.859500 = -490939.152235
  nChanged 103
		SP:Iteration 11Q (29048.560000 sec): 3 clusters
  Score: Raw -493735.996603 + Penalty 2759.859500 = -490976.137103
  nChanged 82
		SP:Iteration 12Q (29048.740000 sec): 3 clusters
  Score: Raw -493764.844867 + Penalty 2759.859500 = -491004.985368
  nChanged 89
		SP:Iteration 13Q (29048.910000 sec): 3 clusters
  Score: Raw -493795.671878 + Penalty 2759.859500 = -491035.812379
  nChanged 77
		SP:Iteration 14Q (29049.090000 sec): 3 clusters
  Score: Raw -493825.696456 + Penalty 2759.859500 = -491065.836957
  nChanged 75
		SP:Iteration 15Q (29049.270000 sec): 3 clusters
  Score: Raw -493854.625061 + Penalty 2759.859500 = -491094.765561
  nChanged 62
		SP:Iteration 16Q (29049.440000 sec): 3 clusters
  Score: Raw -493878.183461 + Penalty 2759.859500 = -491118.323961
  nChanged 59
		SP:Iteration 17Q (29049.610000 sec): 3 clusters
  Score: Raw -493902.016394 + Penalty 2759.859500 = -491142.156895
  nChanged 57
		SP:Iteration 18Q (29049.790000 sec): 3 clusters
  Score: Raw -493925.399151 + Penalty 2759.859500 = -491165.539652
  nChanged 55
		SP:Iteration 19Q (29049.970000 sec): 3 clusters
  Score: Raw -493948.286449 + Penalty 2759.859500 = -491188.426950
  nChanged 58
		SP:Iteration 20F (29050.140000 sec): 3 clusters
  Score: Raw -493973.554728 + Penalty 2759.859500 = -491213.695229
  nChanged 54
		SP:Iteration 21Q (29050.320000 sec): 3 clusters
  Score: Raw -493998.141612 + Penalty 2759.859500 = -491238.282112
  nChanged 53
		SP:Iteration 22Q (29050.490000 sec): 3 clusters
  Score: Raw -494023.687715 + Penalty 2759.859500 = -491263.828216
  nChanged 61
		SP:Iteration 23Q (29050.670000 sec): 3 clusters
  Score: Raw -494052.495414 + Penalty 2759.859500 = -491292.635915
  nChanged 63
		SP:Iteration 24Q (29050.840000 sec): 3 clusters
  Score: Raw -494081.965129 + Penalty 2759.859500 = -491322.105629
  nChanged 51
		SP:Iteration 25Q (29051.020000 sec): 3 clusters
  Score: Raw -494106.227790 + Penalty 2759.859500 = -491346.368290
  nChanged 57
		SP:Iteration 26Q (29051.190000 sec): 3 clusters
  Score: Raw -494135.990939 + Penalty 2759.859500 = -491376.131440
  nChanged 50
		SP:Iteration 27Q (29051.370000 sec): 3 clusters
  Score: Raw -494167.359661 + Penalty 2759.859500 = -491407.500161
  nChanged 58
		SP:Iteration 28Q (29051.550000 sec): 3 clusters
  Score: Raw -494207.373904 + Penalty 2759.859500 = -491447.514404
  nChanged 63
		SP:Iteration 29Q (29051.720000 sec): 3 clusters
  Score: Raw -494250.451201 + Penalty 2759.859500 = -491490.591701
  nChanged 60
		SP:Iteration 30Q (29051.890000 sec): 3 clusters
  Score: Raw -494290.548282 + Penalty 2759.859500 = -491530.688782
  nChanged 65
		SP:Iteration 31Q (29052.070000 sec): 3 clusters
  Score: Raw -494337.470787 + Penalty 2759.859500 = -491577.611288
  nChanged 54
		SP:Iteration 32Q (29052.250000 sec): 3 clusters
  Score: Raw -494377.647589 + Penalty 2759.859500 = -491617.788090
  nChanged 47
		SP:Iteration 33Q (29052.420000 sec): 3 clusters
  Score: Raw -494410.590029 + Penalty 2759.859500 = -491650.730530
  nChanged 32
		SP:Iteration 34Q (29052.600000 sec): 3 clusters
  Score: Raw -494433.319354 + Penalty 2759.859500 = -491673.459855
  nChanged 30
		SP:Iteration 35Q (29052.770000 sec): 3 clusters
  Score: Raw -494453.499153 + Penalty 2759.859500 = -491693.639653
  nChanged 28
		SP:Iteration 36Q (29052.950000 sec): 3 clusters
  Score: Raw -494475.323517 + Penalty 2759.859500 = -491715.464018
  nChanged 31
		SP:Iteration 37Q (29053.120000 sec): 3 clusters
  Score: Raw -494503.783437 + Penalty 2759.859500 = -491743.923937
  nChanged 26
		SP:Iteration 38Q (29053.300000 sec): 3 clusters
  Score: Raw -494525.058634 + Penalty 2759.859500 = -491765.199135
  nChanged 22
		SP:Iteration 39Q (29053.470000 sec): 3 clusters
  Score: Raw -494540.718131 + Penalty 2759.859500 = -491780.858631
  nChanged 18
		SP:Iteration 40F (29053.650000 sec): 3 clusters
  Score: Raw -494552.074802 + Penalty 2759.859500 = -491792.215303
  nChanged 15
		SP:Iteration 41Q (29053.830000 sec): 3 clusters
  Score: Raw -494561.738885 + Penalty 2759.859500 = -491801.879386
  nChanged 6
		SP:Iteration 42Q (29054.000000 sec): 3 clusters
  Score: Raw -494566.091457 + Penalty 2759.859500 = -491806.231957
  nChanged 7
		SP:Iteration 43Q (29054.210000 sec): 3 clusters
  Score: Raw -494570.883989 + Penalty 2759.859500 = -491811.024490
  nChanged 5
		SP:Iteration 44Q (29054.330000 sec): 3 clusters
  Score: Raw -494574.645931 + Penalty 2759.859500 = -491814.786432
  nChanged 5
		SP:Iteration 45Q (29054.530000 sec): 3 clusters
  Score: Raw -494577.334144 + Penalty 2759.859500 = -491817.474645
  nChanged 6
		SP:Iteration 46Q (29054.700000 sec): 3 clusters
  Score: Raw -494582.324579 + Penalty 2759.859500 = -491822.465080
  nChanged 6
		SP:Iteration 47Q (29054.880000 sec): 3 clusters
  Score: Raw -494587.168957 + Penalty 2759.859500 = -491827.309457
  nChanged 4
		SP:Iteration 48Q (29055.050000 sec): 3 clusters
  Score: Raw -494589.314863 + Penalty 2759.859500 = -491829.455363
  nChanged 5
		SP:Iteration 49Q (29055.230000 sec): 3 clusters
  Score: Raw -494593.418214 + Penalty 2759.859500 = -491833.558715
  nChanged 5
		SP:Iteration 50Q (29055.400000 sec): 3 clusters
  Score: Raw -494596.583157 + Penalty 2759.859500 = -491836.723657
  nChanged 4
		SP:Iteration 51Q (29055.580000 sec): 3 clusters
  Score: Raw -494598.555071 + Penalty 2759.859500 = -491838.695571
  nChanged 2
		SP:Iteration 52Q (29055.750000 sec): 3 clusters
  Score: Raw -494600.056051 + Penalty 2759.859500 = -491840.196552
  nChanged 5
		SP:Iteration 53Q (29055.970000 sec): 3 clusters
  Score: Raw -494602.868094 + Penalty 2759.859500 = -491843.008594
  nChanged 6
		SP:Iteration 54Q (29056.150000 sec): 3 clusters
  Score: Raw -494605.010797 + Penalty 2759.859500 = -491845.151297
  nChanged 6
		SP:Iteration 55Q (29056.330000 sec): 3 clusters
  Score: Raw -494608.619293 + Penalty 2759.859500 = -491848.759793
  nChanged 4
		SP:Iteration 56Q (29056.480000 sec): 3 clusters
  Score: Raw -494612.692202 + Penalty 2759.859500 = -491852.832702
  nChanged 3
		SP:Iteration 57Q (29056.650000 sec): 3 clusters
  Score: Raw -494614.190076 + Penalty 2759.859500 = -491854.330576
  nChanged 5
		SP:Iteration 58Q (29056.830000 sec): 3 clusters
  Score: Raw -494617.505020 + Penalty 2759.859500 = -491857.645520
  nChanged 4
		SP:Iteration 59Q (29057.000000 sec): 3 clusters
  Score: Raw -494621.811107 + Penalty 2759.859500 = -491861.951607
  nChanged 1
		SP:Iteration 60F (29057.180000 sec): 3 clusters
  Score: Raw -494623.138422 + Penalty 2759.859500 = -491863.278922
  nChanged 3
		SP:Iteration 61Q (29057.350000 sec): 3 clusters
  Score: Raw -494624.293854 + Penalty 2759.859500 = -491864.434355
  nChanged 0
		SP:Iteration 62F (29057.530000 sec): 3 clusters
  Score: Raw -494624.293854 + Penalty 2759.859500 = -491864.434355
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (2712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29057.600000 sec): 2 clusters
  Score: Raw -258524.605342 + Penalty 1284.634268 = -257239.971074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29057.780000 sec): 3 clusters
  Score: Raw -257279.356249 + Penalty 2569.268536 = -254710.087713
  nChanged 1012
		SP:Iteration 1F (29057.950000 sec): 3 clusters
  Score: Raw -257914.333442 + Penalty 2569.268536 = -255345.064907
  nChanged 239
		SP:Iteration 2F (29058.130000 sec): 3 clusters
  Score: Raw -258095.872502 + Penalty 2569.268536 = -255526.603966
  nChanged 162
		SP:Iteration 3F (29058.310000 sec): 3 clusters
  Score: Raw -258207.659142 + Penalty 2569.268536 = -255638.390606
  nChanged 129
		SP:Iteration 4Q (29058.480000 sec): 3 clusters
  Score: Raw -258297.229273 + Penalty 2569.268536 = -255727.960737
  nChanged 101
		SP:Iteration 5Q (29058.660000 sec): 3 clusters
  Score: Raw -258355.244160 + Penalty 2569.268536 = -255785.975624
  nChanged 78
		SP:Iteration 6Q (29058.830000 sec): 3 clusters
  Score: Raw -258402.188453 + Penalty 2569.268536 = -255832.919917
  nChanged 60
		SP:Iteration 7Q (29059.010000 sec): 3 clusters
  Score: Raw -258433.276245 + Penalty 2569.268536 = -255864.007709
  nChanged 41
		SP:Iteration 8Q (29059.180000 sec): 3 clusters
  Score: Raw -258457.281357 + Penalty 2569.268536 = -255888.012821
  nChanged 36
		SP:Iteration 9Q (29059.360000 sec): 3 clusters
  Score: Raw -258474.861672 + Penalty 2569.268536 = -255905.593136
  nChanged 22
		SP:Iteration 10Q (29059.530000 sec): 3 clusters
  Score: Raw -258487.543737 + Penalty 2569.268536 = -255918.275201
  nChanged 22
		SP:Iteration 11Q (29059.710000 sec): 3 clusters
  Score: Raw -258498.501611 + Penalty 2569.268536 = -255929.233075
  nChanged 23
		SP:Iteration 12Q (29059.890000 sec): 3 clusters
  Score: Raw -258510.167195 + Penalty 2569.268536 = -255940.898659
  nChanged 18
		SP:Iteration 13Q (29060.060000 sec): 3 clusters
  Score: Raw -258517.339033 + Penalty 2569.268536 = -255948.070497
  nChanged 12
		SP:Iteration 14Q (29060.240000 sec): 3 clusters
  Score: Raw -258520.435694 + Penalty 2569.268536 = -255951.167158
  nChanged 8
		SP:Iteration 15Q (29060.410000 sec): 3 clusters
  Score: Raw -258523.447407 + Penalty 2569.268536 = -255954.178871
  nChanged 10
		SP:Iteration 16Q (29060.590000 sec): 3 clusters
  Score: Raw -258526.978217 + Penalty 2569.268536 = -255957.709681
  nChanged 11
		SP:Iteration 17Q (29060.770000 sec): 3 clusters
  Score: Raw -258531.990206 + Penalty 2569.268536 = -255962.721670
  nChanged 11
		SP:Iteration 18Q (29060.940000 sec): 3 clusters
  Score: Raw -258537.336244 + Penalty 2569.268536 = -255968.067708
  nChanged 7
		SP:Iteration 19Q (29061.120000 sec): 3 clusters
  Score: Raw -258540.438070 + Penalty 2569.268536 = -255971.169534
  nChanged 11
		SP:Iteration 20F (29061.290000 sec): 3 clusters
  Score: Raw -258546.042892 + Penalty 2569.268536 = -255976.774356
  nChanged 16
		SP:Iteration 21Q (29061.470000 sec): 3 clusters
  Score: Raw -258553.895015 + Penalty 2569.268536 = -255984.626479
  nChanged 21
		SP:Iteration 22Q (29061.630000 sec): 3 clusters
  Score: Raw -258562.725718 + Penalty 2569.268536 = -255993.457182
  nChanged 17
		SP:Iteration 23Q (29061.800000 sec): 3 clusters
  Score: Raw -258573.911739 + Penalty 2569.268536 = -256004.643203
  nChanged 22
		SP:Iteration 24Q (29061.960000 sec): 3 clusters
  Score: Raw -258585.040675 + Penalty 2569.268536 = -256015.772139
  nChanged 28
		SP:Iteration 25Q (29062.150000 sec): 3 clusters
  Score: Raw -258599.404630 + Penalty 2569.268536 = -256030.136094
  nChanged 18
		SP:Iteration 26Q (29062.330000 sec): 3 clusters
  Score: Raw -258610.640665 + Penalty 2569.268536 = -256041.372129
  nChanged 27
		SP:Iteration 27Q (29062.510000 sec): 3 clusters
  Score: Raw -258626.756024 + Penalty 2569.268536 = -256057.487488
  nChanged 29
		SP:Iteration 28Q (29062.690000 sec): 3 clusters
  Score: Raw -258642.613973 + Penalty 2569.268536 = -256073.345437
  nChanged 26
		SP:Iteration 29Q (29062.860000 sec): 3 clusters
  Score: Raw -258656.166161 + Penalty 2569.268536 = -256086.897625
  nChanged 25
		SP:Iteration 30Q (29063.040000 sec): 3 clusters
  Score: Raw -258667.234535 + Penalty 2569.268536 = -256097.965999
  nChanged 18
		SP:Iteration 31Q (29063.210000 sec): 3 clusters
  Score: Raw -258675.580488 + Penalty 2569.268536 = -256106.311952
  nChanged 17
		SP:Iteration 32Q (29063.390000 sec): 3 clusters
  Score: Raw -258683.941318 + Penalty 2569.268536 = -256114.672782
  nChanged 21
		SP:Iteration 33Q (29063.570000 sec): 3 clusters
  Score: Raw -258691.069719 + Penalty 2569.268536 = -256121.801183
  nChanged 9
		SP:Iteration 34Q (29063.740000 sec): 3 clusters
  Score: Raw -258694.062891 + Penalty 2569.268536 = -256124.794355
  nChanged 4
		SP:Iteration 35Q (29063.920000 sec): 3 clusters
  Score: Raw -258695.214620 + Penalty 2569.268536 = -256125.946085
  nChanged 1
		SP:Iteration 36Q (29064.090000 sec): 3 clusters
  Score: Raw -258695.653150 + Penalty 2569.268536 = -256126.384614
  nChanged 2
		SP:Iteration 37Q (29064.270000 sec): 3 clusters
  Score: Raw -258696.602132 + Penalty 2569.268536 = -256127.333596
  nChanged 3
		SP:Iteration 38Q (29064.450000 sec): 3 clusters
  Score: Raw -258698.181681 + Penalty 2569.268536 = -256128.913145
  nChanged 5
		SP:Iteration 39Q (29064.620000 sec): 3 clusters
  Score: Raw -258699.596289 + Penalty 2569.268536 = -256130.327753
  nChanged 3
		SP:Iteration 40F (29064.800000 sec): 3 clusters
  Score: Raw -258700.709638 + Penalty 2569.268536 = -256131.441102
  nChanged 6
		SP:Iteration 41Q (29064.970000 sec): 3 clusters
  Score: Raw -258702.356863 + Penalty 2569.268536 = -256133.088327
  nChanged 7
		SP:Iteration 42Q (29065.150000 sec): 3 clusters
  Score: Raw -258705.280739 + Penalty 2569.268536 = -256136.012203
  nChanged 12
		SP:Iteration 43Q (29065.330000 sec): 3 clusters
  Score: Raw -258710.750406 + Penalty 2569.268536 = -256141.481870
  nChanged 10
		SP:Iteration 44Q (29065.500000 sec): 3 clusters
  Score: Raw -258714.480588 + Penalty 2569.268536 = -256145.212053
  nChanged 10
		SP:Iteration 45Q (29065.680000 sec): 3 clusters
  Score: Raw -258719.069229 + Penalty 2569.268536 = -256149.800693
  nChanged 7
		SP:Iteration 46Q (29065.850000 sec): 3 clusters
  Score: Raw -258721.597795 + Penalty 2569.268536 = -256152.329259
  nChanged 2
		SP:Iteration 47Q (29066.030000 sec): 3 clusters
  Score: Raw -258722.004026 + Penalty 2569.268536 = -256152.735490
  nChanged 0
		SP:Iteration 48F (29066.200000 sec): 3 clusters
  Score: Raw -258722.004026 + Penalty 2569.268536 = -256152.735490
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (7022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29066.330000 sec): 2 clusters
  Score: Raw -500367.065979 + Penalty 1439.230545 = -498927.835434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29066.530000 sec): 3 clusters
  Score: Raw -496590.952247 + Penalty 2878.461091 = -493712.491156
  nChanged 2945
		SP:Iteration 1F (29066.730000 sec): 3 clusters
  Score: Raw -498716.439581 + Penalty 2878.461091 = -495837.978490
  nChanged 733
		SP:Iteration 2F (29066.930000 sec): 3 clusters
  Score: Raw -499360.916990 + Penalty 2878.461091 = -496482.455899
  nChanged 551
		SP:Iteration 3F (29067.130000 sec): 3 clusters
  Score: Raw -499745.309059 + Penalty 2878.461091 = -496866.847968
  nChanged 405
		SP:Iteration 4F (29067.330000 sec): 3 clusters
  Score: Raw -499997.279477 + Penalty 2878.461091 = -497118.818386
  nChanged 298
		SP:Iteration 5Q (29067.540000 sec): 3 clusters
  Score: Raw -500173.081867 + Penalty 2878.461091 = -497294.620776
  nChanged 264
		SP:Iteration 6Q (29067.740000 sec): 3 clusters
  Score: Raw -500310.336083 + Penalty 2878.461091 = -497431.874992
  nChanged 211
		SP:Iteration 7Q (29067.940000 sec): 3 clusters
  Score: Raw -500423.919166 + Penalty 2878.461091 = -497545.458075
  nChanged 196
		SP:Iteration 8Q (29068.150000 sec): 3 clusters
  Score: Raw -500533.650013 + Penalty 2878.461091 = -497655.188922
  nChanged 191
		SP:Iteration 9Q (29068.350000 sec): 3 clusters
  Score: Raw -500660.442278 + Penalty 2878.461091 = -497781.981187
  nChanged 185
		SP:Iteration 10Q (29068.550000 sec): 3 clusters
  Score: Raw -500772.266207 + Penalty 2878.461091 = -497893.805116
  nChanged 188
		SP:Iteration 11Q (29068.700000 sec): 3 clusters
  Score: Raw -500887.711721 + Penalty 2878.461091 = -498009.250630
  nChanged 167
		SP:Iteration 12Q (29068.810000 sec): 3 clusters
  Score: Raw -500984.393488 + Penalty 2878.461091 = -498105.932397
  nChanged 143
		SP:Iteration 13Q (29068.910000 sec): 3 clusters
  Score: Raw -501042.973186 + Penalty 2878.461091 = -498164.512095
  nChanged 101
		SP:Iteration 14Q (29069.020000 sec): 3 clusters
  Score: Raw -501075.154447 + Penalty 2878.461091 = -498196.693356
  nChanged 69
		SP:Iteration 15Q (29069.130000 sec): 3 clusters
  Score: Raw -501099.020811 + Penalty 2878.461091 = -498220.559720
  nChanged 62
		SP:Iteration 16Q (29069.240000 sec): 3 clusters
  Score: Raw -501115.464201 + Penalty 2878.461091 = -498237.003110
  nChanged 47
		SP:Iteration 17Q (29069.350000 sec): 3 clusters
  Score: Raw -501126.129198 + Penalty 2878.461091 = -498247.668107
  nChanged 36
		SP:Iteration 18Q (29069.470000 sec): 3 clusters
  Score: Raw -501134.996841 + Penalty 2878.461091 = -498256.535750
  nChanged 41
		SP:Iteration 19Q (29069.580000 sec): 3 clusters
  Score: Raw -501145.789667 + Penalty 2878.461091 = -498267.328576
  nChanged 40
		SP:Iteration 20F (29069.760000 sec): 3 clusters
  Score: Raw -501156.056090 + Penalty 2878.461091 = -498277.594999
  nChanged 47
		SP:Iteration 21Q (29069.970000 sec): 3 clusters
  Score: Raw -501167.172563 + Penalty 2878.461091 = -498288.711472
  nChanged 34
		SP:Iteration 22Q (29070.170000 sec): 3 clusters
  Score: Raw -501174.270214 + Penalty 2878.461091 = -498295.809123
  nChanged 37
		SP:Iteration 23Q (29070.370000 sec): 3 clusters
  Score: Raw -501180.251505 + Penalty 2878.461091 = -498301.790414
  nChanged 25
		SP:Iteration 24Q (29070.570000 sec): 3 clusters
  Score: Raw -501187.248517 + Penalty 2878.461091 = -498308.787426
  nChanged 36
		SP:Iteration 25Q (29070.770000 sec): 3 clusters
  Score: Raw -501196.051668 + Penalty 2878.461091 = -498317.590577
  nChanged 30
		SP:Iteration 26Q (29070.970000 sec): 3 clusters
  Score: Raw -501203.251588 + Penalty 2878.461091 = -498324.790497
  nChanged 37
		SP:Iteration 27Q (29071.180000 sec): 3 clusters
  Score: Raw -501211.114586 + Penalty 2878.461091 = -498332.653495
  nChanged 32
		SP:Iteration 28Q (29071.380000 sec): 3 clusters
  Score: Raw -501219.604867 + Penalty 2878.461091 = -498341.143776
  nChanged 39
		SP:Iteration 29Q (29071.580000 sec): 3 clusters
  Score: Raw -501226.613312 + Penalty 2878.461091 = -498348.152221
  nChanged 30
		SP:Iteration 30Q (29071.780000 sec): 3 clusters
  Score: Raw -501233.521989 + Penalty 2878.461091 = -498355.060898
  nChanged 27
		SP:Iteration 31Q (29071.980000 sec): 3 clusters
  Score: Raw -501239.515567 + Penalty 2878.461091 = -498361.054476
  nChanged 24
		SP:Iteration 32Q (29072.180000 sec): 3 clusters
  Score: Raw -501244.171990 + Penalty 2878.461091 = -498365.710900
  nChanged 22
		SP:Iteration 33Q (29072.390000 sec): 3 clusters
  Score: Raw -501249.467938 + Penalty 2878.461091 = -498371.006847
  nChanged 26
		SP:Iteration 34Q (29072.590000 sec): 3 clusters
  Score: Raw -501255.896287 + Penalty 2878.461091 = -498377.435196
  nChanged 25
		SP:Iteration 35Q (29072.790000 sec): 3 clusters
  Score: Raw -501260.333897 + Penalty 2878.461091 = -498381.872806
  nChanged 18
		SP:Iteration 36Q (29072.990000 sec): 3 clusters
  Score: Raw -501263.876074 + Penalty 2878.461091 = -498385.414983
  nChanged 17
		SP:Iteration 37Q (29073.190000 sec): 3 clusters
  Score: Raw -501266.390135 + Penalty 2878.461091 = -498387.929045
  nChanged 17
		SP:Iteration 38Q (29073.390000 sec): 3 clusters
  Score: Raw -501269.171192 + Penalty 2878.461091 = -498390.710101
  nChanged 16
		SP:Iteration 39Q (29073.590000 sec): 3 clusters
  Score: Raw -501272.498031 + Penalty 2878.461091 = -498394.036940
  nChanged 17
		SP:Iteration 40F (29073.790000 sec): 3 clusters
  Score: Raw -501274.629768 + Penalty 2878.461091 = -498396.168677
  nChanged 16
		SP:Iteration 41Q (29074.000000 sec): 3 clusters
  Score: Raw -501277.095752 + Penalty 2878.461091 = -498398.634661
  nChanged 15
		SP:Iteration 42Q (29074.200000 sec): 3 clusters
  Score: Raw -501279.129323 + Penalty 2878.461091 = -498400.668232
  nChanged 6
		SP:Iteration 43Q (29074.400000 sec): 3 clusters
  Score: Raw -501279.844282 + Penalty 2878.461091 = -498401.383191
  nChanged 5
		SP:Iteration 44Q (29074.610000 sec): 3 clusters
  Score: Raw -501280.342887 + Penalty 2878.461091 = -498401.881797
  nChanged 7
		SP:Iteration 45Q (29074.810000 sec): 3 clusters
  Score: Raw -501281.094990 + Penalty 2878.461091 = -498402.633899
  nChanged 5
		SP:Iteration 46Q (29075.010000 sec): 3 clusters
  Score: Raw -501282.075232 + Penalty 2878.461091 = -498403.614141
  nChanged 8
		SP:Iteration 47Q (29075.220000 sec): 3 clusters
  Score: Raw -501283.336104 + Penalty 2878.461091 = -498404.875014
  nChanged 8
		SP:Iteration 48Q (29075.420000 sec): 3 clusters
  Score: Raw -501283.987414 + Penalty 2878.461091 = -498405.526323
  nChanged 2
		SP:Iteration 49Q (29075.620000 sec): 3 clusters
  Score: Raw -501284.110115 + Penalty 2878.461091 = -498405.649024
  nChanged 1
		SP:Iteration 50Q (29075.820000 sec): 3 clusters
  Score: Raw -501284.190687 + Penalty 2878.461091 = -498405.729596
  nChanged 0
		SP:Iteration 51F (29076.030000 sec): 3 clusters
  Score: Raw -501284.190687 + Penalty 2878.461091 = -498405.729596
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (3836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29076.110000 sec): 2 clusters
  Score: Raw -302851.866749 + Penalty 1340.980133 = -301510.886616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29076.190000 sec): 3 clusters
  Score: Raw -301041.824868 + Penalty 2681.960267 = -298359.864602
  nChanged 1524
		SP:Iteration 1F (29076.270000 sec): 3 clusters
  Score: Raw -302223.318637 + Penalty 2681.960267 = -299541.358371
  nChanged 357
		SP:Iteration 2F (29076.350000 sec): 3 clusters
  Score: Raw -302519.193475 + Penalty 2681.960267 = -299837.233209
  nChanged 224
		SP:Iteration 3F (29076.430000 sec): 3 clusters
  Score: Raw -302670.161085 + Penalty 2681.960267 = -299988.200818
  nChanged 158
		SP:Iteration 4Q (29076.500000 sec): 3 clusters
  Score: Raw -302781.362733 + Penalty 2681.960267 = -300099.402466
  nChanged 109
		SP:Iteration 5Q (29076.580000 sec): 3 clusters
  Score: Raw -302847.524760 + Penalty 2681.960267 = -300165.564494
  nChanged 95
		SP:Iteration 6Q (29076.660000 sec): 3 clusters
  Score: Raw -302902.235901 + Penalty 2681.960267 = -300220.275634
  nChanged 93
		SP:Iteration 7Q (29076.740000 sec): 3 clusters
  Score: Raw -302952.806253 + Penalty 2681.960267 = -300270.845986
  nChanged 75
		SP:Iteration 8Q (29076.820000 sec): 3 clusters
  Score: Raw -302995.354411 + Penalty 2681.960267 = -300313.394144
  nChanged 69
		SP:Iteration 9Q (29076.900000 sec): 3 clusters
  Score: Raw -303027.310035 + Penalty 2681.960267 = -300345.349768
  nChanged 58
		SP:Iteration 10Q (29076.970000 sec): 3 clusters
  Score: Raw -303057.539996 + Penalty 2681.960267 = -300375.579729
  nChanged 54
		SP:Iteration 11Q (29077.050000 sec): 3 clusters
  Score: Raw -303081.573314 + Penalty 2681.960267 = -300399.613047
  nChanged 51
		SP:Iteration 12Q (29077.130000 sec): 3 clusters
  Score: Raw -303104.865544 + Penalty 2681.960267 = -300422.905277
  nChanged 55
		SP:Iteration 13Q (29077.200000 sec): 3 clusters
  Score: Raw -303126.613559 + Penalty 2681.960267 = -300444.653293
  nChanged 48
		SP:Iteration 14Q (29077.280000 sec): 3 clusters
  Score: Raw -303145.736636 + Penalty 2681.960267 = -300463.776369
  nChanged 30
		SP:Iteration 15Q (29077.450000 sec): 3 clusters
  Score: Raw -303156.245361 + Penalty 2681.960267 = -300474.285094
  nChanged 32
		SP:Iteration 16Q (29077.630000 sec): 3 clusters
  Score: Raw -303168.753604 + Penalty 2681.960267 = -300486.793338
  nChanged 20
		SP:Iteration 17Q (29077.800000 sec): 3 clusters
  Score: Raw -303177.480261 + Penalty 2681.960267 = -300495.519995
  nChanged 31
		SP:Iteration 18Q (29077.950000 sec): 3 clusters
  Score: Raw -303192.661232 + Penalty 2681.960267 = -300510.700965
  nChanged 30
		SP:Iteration 19Q (29078.110000 sec): 3 clusters
  Score: Raw -303211.889708 + Penalty 2681.960267 = -300529.929441
  nChanged 43
		SP:Iteration 20F (29078.280000 sec): 3 clusters
  Score: Raw -303229.375626 + Penalty 2681.960267 = -300547.415359
  nChanged 26
		SP:Iteration 21Q (29078.460000 sec): 3 clusters
  Score: Raw -303244.213866 + Penalty 2681.960267 = -300562.253599
  nChanged 38
		SP:Iteration 22Q (29078.640000 sec): 3 clusters
  Score: Raw -303262.865140 + Penalty 2681.960267 = -300580.904874
  nChanged 30
		SP:Iteration 23Q (29078.810000 sec): 3 clusters
  Score: Raw -303276.766823 + Penalty 2681.960267 = -300594.806557
  nChanged 30
		SP:Iteration 24Q (29078.990000 sec): 3 clusters
  Score: Raw -303287.325580 + Penalty 2681.960267 = -300605.365313
  nChanged 26
		SP:Iteration 25Q (29079.160000 sec): 3 clusters
  Score: Raw -303297.894277 + Penalty 2681.960267 = -300615.934010
  nChanged 27
		SP:Iteration 26Q (29079.340000 sec): 3 clusters
  Score: Raw -303305.072326 + Penalty 2681.960267 = -300623.112059
  nChanged 14
		SP:Iteration 27Q (29079.520000 sec): 3 clusters
  Score: Raw -303309.645379 + Penalty 2681.960267 = -300627.685112
  nChanged 10
		SP:Iteration 28Q (29079.690000 sec): 3 clusters
  Score: Raw -303313.373773 + Penalty 2681.960267 = -300631.413506
  nChanged 11
		SP:Iteration 29Q (29079.820000 sec): 3 clusters
  Score: Raw -303317.985613 + Penalty 2681.960267 = -300636.025346
  nChanged 15
		SP:Iteration 30Q (29080.000000 sec): 3 clusters
  Score: Raw -303323.319234 + Penalty 2681.960267 = -300641.358968
  nChanged 16
		SP:Iteration 31Q (29080.180000 sec): 3 clusters
  Score: Raw -303328.604435 + Penalty 2681.960267 = -300646.644168
  nChanged 16
		SP:Iteration 32Q (29080.350000 sec): 3 clusters
  Score: Raw -303334.223379 + Penalty 2681.960267 = -300652.263112
  nChanged 16
		SP:Iteration 33Q (29080.530000 sec): 3 clusters
  Score: Raw -303339.392779 + Penalty 2681.960267 = -300657.432512
  nChanged 17
		SP:Iteration 34Q (29080.700000 sec): 3 clusters
  Score: Raw -303346.475107 + Penalty 2681.960267 = -300664.514840
  nChanged 17
		SP:Iteration 35Q (29080.880000 sec): 3 clusters
  Score: Raw -303353.097285 + Penalty 2681.960267 = -300671.137018
  nChanged 23
		SP:Iteration 36Q (29081.060000 sec): 3 clusters
  Score: Raw -303360.524640 + Penalty 2681.960267 = -300678.564373
  nChanged 18
		SP:Iteration 37Q (29081.230000 sec): 3 clusters
  Score: Raw -303366.369665 + Penalty 2681.960267 = -300684.409398
  nChanged 12
		SP:Iteration 38Q (29081.410000 sec): 3 clusters
  Score: Raw -303370.507096 + Penalty 2681.960267 = -300688.546829
  nChanged 9
		SP:Iteration 39Q (29081.580000 sec): 3 clusters
  Score: Raw -303373.675935 + Penalty 2681.960267 = -300691.715668
  nChanged 3
		SP:Iteration 40F (29081.760000 sec): 3 clusters
  Score: Raw -303374.561752 + Penalty 2681.960267 = -300692.601485
  nChanged 4
		SP:Iteration 41Q (29081.940000 sec): 3 clusters
  Score: Raw -303375.473899 + Penalty 2681.960267 = -300693.513632
  nChanged 3
		SP:Iteration 42Q (29082.110000 sec): 3 clusters
  Score: Raw -303376.127150 + Penalty 2681.960267 = -300694.166883
  nChanged 1
		SP:Iteration 43Q (29082.290000 sec): 3 clusters
  Score: Raw -303376.207120 + Penalty 2681.960267 = -300694.246853
  nChanged 1
		SP:Iteration 44Q (29082.460000 sec): 3 clusters
  Score: Raw -303376.607507 + Penalty 2681.960267 = -300694.647240
  nChanged 4
		SP:Iteration 45Q (29082.640000 sec): 3 clusters
  Score: Raw -303377.525377 + Penalty 2681.960267 = -300695.565110
  nChanged 3
		SP:Iteration 46Q (29082.810000 sec): 3 clusters
  Score: Raw -303378.314437 + Penalty 2681.960267 = -300696.354171
  nChanged 4
		SP:Iteration 47Q (29082.990000 sec): 3 clusters
  Score: Raw -303379.705029 + Penalty 2681.960267 = -300697.744762
  nChanged 0
		SP:Iteration 48F (29083.160000 sec): 3 clusters
  Score: Raw -303379.705029 + Penalty 2681.960267 = -300697.744762
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (10366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29083.280000 sec): 2 clusters
  Score: Raw -1014638.615455 + Penalty 1502.521556 = -1013136.093899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29083.560000 sec): 3 clusters
  Score: Raw -1008767.394098 + Penalty 3005.043112 = -1005762.350986
  nChanged 4442
		SP:Iteration 1F (29083.780000 sec): 3 clusters
  Score: Raw -1011169.400673 + Penalty 3005.043112 = -1008164.357560
  nChanged 641
		SP:Iteration 2F (29084.000000 sec): 3 clusters
  Score: Raw -1011434.707581 + Penalty 3005.043112 = -1008429.664468
  nChanged 539
		SP:Iteration 3F (29084.220000 sec): 3 clusters
  Score: Raw -1011658.186907 + Penalty 3005.043112 = -1008653.143795
  nChanged 490
		SP:Iteration 4Q (29084.440000 sec): 3 clusters
  Score: Raw -1011852.050457 + Penalty 3005.043112 = -1008847.007345
  nChanged 451
		SP:Iteration 5Q (29084.660000 sec): 3 clusters
  Score: Raw -1012060.856664 + Penalty 3005.043112 = -1009055.813552
  nChanged 493
		SP:Iteration 6Q (29084.880000 sec): 3 clusters
  Score: Raw -1012311.454342 + Penalty 3005.043112 = -1009306.411230
  nChanged 536
		SP:Iteration 7F (29085.100000 sec): 3 clusters
  Score: Raw -1012623.417267 + Penalty 3005.043112 = -1009618.374155
  nChanged 566
		SP:Iteration 8F (29085.330000 sec): 3 clusters
  Score: Raw -1012972.910448 + Penalty 3005.043112 = -1009967.867336
  nChanged 535
		SP:Iteration 9F (29085.550000 sec): 3 clusters
  Score: Raw -1013340.120969 + Penalty 3005.043112 = -1010335.077856
  nChanged 555
		SP:Iteration 10F (29085.770000 sec): 3 clusters
  Score: Raw -1013745.069768 + Penalty 3005.043112 = -1010740.026656
  nChanged 432
		SP:Iteration 11Q (29086.000000 sec): 3 clusters
  Score: Raw -1014048.569588 + Penalty 3005.043112 = -1011043.526476
  nChanged 319
		SP:Iteration 12Q (29086.220000 sec): 3 clusters
  Score: Raw -1014264.400752 + Penalty 3005.043112 = -1011259.357640
  nChanged 226
		SP:Iteration 13Q (29086.480000 sec): 3 clusters
  Score: Raw -1014420.986651 + Penalty 3005.043112 = -1011415.943539
  nChanged 172
		SP:Iteration 14Q (29086.640000 sec): 3 clusters
  Score: Raw -1014547.923083 + Penalty 3005.043112 = -1011542.879971
  nChanged 145
		SP:Iteration 15Q (29086.870000 sec): 3 clusters
  Score: Raw -1014654.125035 + Penalty 3005.043112 = -1011649.081923
  nChanged 84
		SP:Iteration 16Q (29087.090000 sec): 3 clusters
  Score: Raw -1014708.905996 + Penalty 3005.043112 = -1011703.862884
  nChanged 66
		SP:Iteration 17Q (29087.310000 sec): 3 clusters
  Score: Raw -1014752.393712 + Penalty 3005.043112 = -1011747.350600
  nChanged 47
		SP:Iteration 18Q (29087.530000 sec): 3 clusters
  Score: Raw -1014785.034424 + Penalty 3005.043112 = -1011779.991312
  nChanged 41
		SP:Iteration 19Q (29087.750000 sec): 3 clusters
  Score: Raw -1014807.658636 + Penalty 3005.043112 = -1011802.615524
  nChanged 22
		SP:Iteration 20F (29087.960000 sec): 3 clusters
  Score: Raw -1014821.462344 + Penalty 3005.043112 = -1011816.419232
  nChanged 16
		SP:Iteration 21Q (29088.160000 sec): 3 clusters
  Score: Raw -1014832.554090 + Penalty 3005.043112 = -1011827.510978
  nChanged 20
		SP:Iteration 22Q (29088.360000 sec): 3 clusters
  Score: Raw -1014845.562671 + Penalty 3005.043112 = -1011840.519558
  nChanged 19
		SP:Iteration 23Q (29088.580000 sec): 3 clusters
  Score: Raw -1014857.720992 + Penalty 3005.043112 = -1011852.677880
  nChanged 10
		SP:Iteration 24Q (29088.800000 sec): 3 clusters
  Score: Raw -1014864.308948 + Penalty 3005.043112 = -1011859.265836
  nChanged 5
		SP:Iteration 25Q (29089.020000 sec): 3 clusters
  Score: Raw -1014869.541867 + Penalty 3005.043112 = -1011864.498755
  nChanged 12
		SP:Iteration 26Q (29089.250000 sec): 3 clusters
  Score: Raw -1014878.074026 + Penalty 3005.043112 = -1011873.030914
  nChanged 10
		SP:Iteration 27Q (29089.470000 sec): 3 clusters
  Score: Raw -1014882.312550 + Penalty 3005.043112 = -1011877.269438
  nChanged 2
		SP:Iteration 28Q (29089.690000 sec): 3 clusters
  Score: Raw -1014882.837252 + Penalty 3005.043112 = -1011877.794140
  nChanged 3
		SP:Iteration 29Q (29089.910000 sec): 3 clusters
  Score: Raw -1014884.209631 + Penalty 3005.043112 = -1011879.166519
  nChanged 2
		SP:Iteration 30Q (29090.130000 sec): 3 clusters
  Score: Raw -1014885.251803 + Penalty 3005.043112 = -1011880.208691
  nChanged 1
		SP:Iteration 31Q (29090.350000 sec): 3 clusters
  Score: Raw -1014885.493863 + Penalty 3005.043112 = -1011880.450751
  nChanged 0
		SP:Iteration 32F (29090.570000 sec): 3 clusters
  Score: Raw -1014885.493863 + Penalty 3005.043112 = -1011880.450751
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (10486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29090.720000 sec): 2 clusters
  Score: Raw -956791.859934 + Penalty 1504.391901 = -955287.468033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29091.000000 sec): 3 clusters
  Score: Raw -950771.385773 + Penalty 3008.783802 = -947762.601971
  nChanged 4533
		SP:Iteration 1F (29091.280000 sec): 3 clusters
  Score: Raw -953265.424764 + Penalty 3008.783802 = -950256.640962
  nChanged 672
		SP:Iteration 2F (29091.450000 sec): 3 clusters
  Score: Raw -953605.122548 + Penalty 3008.783802 = -950596.338747
  nChanged 549
		SP:Iteration 3F (29091.700000 sec): 3 clusters
  Score: Raw -953892.961604 + Penalty 3008.783802 = -950884.177802
  nChanged 517
		SP:Iteration 4Q (29091.940000 sec): 3 clusters
  Score: Raw -954173.469945 + Penalty 3008.783802 = -951164.686144
  nChanged 497
		SP:Iteration 5Q (29092.190000 sec): 3 clusters
  Score: Raw -954465.209478 + Penalty 3008.783802 = -951456.425676
  nChanged 508
		SP:Iteration 6Q (29092.430000 sec): 3 clusters
  Score: Raw -954777.459087 + Penalty 3008.783802 = -951768.675285
  nChanged 525
		SP:Iteration 7F (29092.680000 sec): 3 clusters
  Score: Raw -955112.777606 + Penalty 3008.783802 = -952103.993804
  nChanged 496
		SP:Iteration 8Q (29092.960000 sec): 3 clusters
  Score: Raw -955436.153905 + Penalty 3008.783802 = -952427.370103
  nChanged 478
		SP:Iteration 9Q (29093.130000 sec): 3 clusters
  Score: Raw -955776.203007 + Penalty 3008.783802 = -952767.419206
  nChanged 497
		SP:Iteration 10Q (29093.380000 sec): 3 clusters
  Score: Raw -956161.157275 + Penalty 3008.783802 = -953152.373473
  nChanged 431
		SP:Iteration 11Q (29093.640000 sec): 3 clusters
  Score: Raw -956485.374608 + Penalty 3008.783802 = -953476.590806
  nChanged 281
		SP:Iteration 12Q (29093.900000 sec): 3 clusters
  Score: Raw -956709.798925 + Penalty 3008.783802 = -953701.015123
  nChanged 189
		SP:Iteration 13Q (29094.160000 sec): 3 clusters
  Score: Raw -956871.665306 + Penalty 3008.783802 = -953862.881504
  nChanged 123
		SP:Iteration 14Q (29094.420000 sec): 3 clusters
  Score: Raw -956971.421846 + Penalty 3008.783802 = -953962.638044
  nChanged 62
		SP:Iteration 15Q (29094.690000 sec): 3 clusters
  Score: Raw -957016.366285 + Penalty 3008.783802 = -954007.582483
  nChanged 45
		SP:Iteration 16Q (29094.900000 sec): 3 clusters
  Score: Raw -957050.912626 + Penalty 3008.783802 = -954042.128824
  nChanged 27
		SP:Iteration 17Q (29095.120000 sec): 3 clusters
  Score: Raw -957067.898734 + Penalty 3008.783802 = -954059.114932
  nChanged 17
		SP:Iteration 18Q (29095.340000 sec): 3 clusters
  Score: Raw -957078.627457 + Penalty 3008.783802 = -954069.843656
  nChanged 11
		SP:Iteration 19Q (29095.560000 sec): 3 clusters
  Score: Raw -957084.905865 + Penalty 3008.783802 = -954076.122063
  nChanged 7
		SP:Iteration 20F (29095.830000 sec): 3 clusters
  Score: Raw -957091.460255 + Penalty 3008.783802 = -954082.676453
  nChanged 7
		SP:Iteration 21Q (29096.100000 sec): 3 clusters
  Score: Raw -957095.492250 + Penalty 3008.783802 = -954086.708448
  nChanged 7
		SP:Iteration 22Q (29096.320000 sec): 3 clusters
  Score: Raw -957099.896240 + Penalty 3008.783802 = -954091.112438
  nChanged 6
		SP:Iteration 23Q (29096.600000 sec): 3 clusters
  Score: Raw -957105.276597 + Penalty 3008.783802 = -954096.492795
  nChanged 7
		SP:Iteration 24Q (29096.820000 sec): 3 clusters
  Score: Raw -957109.372436 + Penalty 3008.783802 = -954100.588634
  nChanged 5
		SP:Iteration 25Q (29097.030000 sec): 3 clusters
  Score: Raw -957111.519233 + Penalty 3008.783802 = -954102.735432
  nChanged 2
		SP:Iteration 26Q (29097.300000 sec): 3 clusters
  Score: Raw -957112.756733 + Penalty 3008.783802 = -954103.972931
  nChanged 1
		SP:Iteration 27Q (29097.560000 sec): 3 clusters
  Score: Raw -957113.311600 + Penalty 3008.783802 = -954104.527798
  nChanged 2
		SP:Iteration 28Q (29097.800000 sec): 3 clusters
  Score: Raw -957114.605438 + Penalty 3008.783802 = -954105.821636
  nChanged 3
		SP:Iteration 29Q (29098.050000 sec): 3 clusters
  Score: Raw -957116.285725 + Penalty 3008.783802 = -954107.501923
  nChanged 1
		SP:Iteration 30Q (29098.270000 sec): 3 clusters
  Score: Raw -957116.651586 + Penalty 3008.783802 = -954107.867784
  nChanged 1
		SP:Iteration 31Q (29098.480000 sec): 3 clusters
  Score: Raw -957117.447417 + Penalty 3008.783802 = -954108.663615
  nChanged 0
		SP:Iteration 32F (29098.750000 sec): 3 clusters
  Score: Raw -957117.447417 + Penalty 3008.783802 = -954108.663615
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (20209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29098.970000 sec): 2 clusters
  Score: Raw -1913075.973060 + Penalty 1611.006041 = -1911464.967019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29099.280000 sec): 3 clusters
  Score: Raw -1900950.445269 + Penalty 3222.012082 = -1897728.433187
  nChanged 9103
		SP:Iteration 1F (29099.630000 sec): 3 clusters
  Score: Raw -1906122.806801 + Penalty 3222.012082 = -1902900.794719
  nChanged 1262
		SP:Iteration 2F (29099.940000 sec): 3 clusters
  Score: Raw -1906698.990940 + Penalty 3222.012082 = -1903476.978858
  nChanged 1222
		SP:Iteration 3F (29100.250000 sec): 3 clusters
  Score: Raw -1907292.184215 + Penalty 3222.012082 = -1904070.172134
  nChanged 1216
		SP:Iteration 4F (29100.610000 sec): 3 clusters
  Score: Raw -1907919.128732 + Penalty 3222.012082 = -1904697.116650
  nChanged 1192
		SP:Iteration 5F (29100.930000 sec): 3 clusters
  Score: Raw -1908543.228096 + Penalty 3222.012082 = -1905321.216015
  nChanged 1101
		SP:Iteration 6F (29101.290000 sec): 3 clusters
  Score: Raw -1909118.175286 + Penalty 3222.012082 = -1905896.163204
  nChanged 954
		SP:Iteration 7Q (29101.600000 sec): 3 clusters
  Score: Raw -1909601.139770 + Penalty 3222.012082 = -1906379.127688
  nChanged 842
		SP:Iteration 8Q (29101.960000 sec): 3 clusters
  Score: Raw -1910033.840991 + Penalty 3222.012082 = -1906811.828909
  nChanged 745
		SP:Iteration 9Q (29102.280000 sec): 3 clusters
  Score: Raw -1910434.777130 + Penalty 3222.012082 = -1907212.765048
  nChanged 702
		SP:Iteration 10Q (29102.640000 sec): 3 clusters
  Score: Raw -1910853.122523 + Penalty 3222.012082 = -1907631.110442
  nChanged 669
		SP:Iteration 11Q (29102.960000 sec): 3 clusters
  Score: Raw -1911269.474259 + Penalty 3222.012082 = -1908047.462177
  nChanged 600
		SP:Iteration 12Q (29103.320000 sec): 3 clusters
  Score: Raw -1911640.496477 + Penalty 3222.012082 = -1908418.484396
  nChanged 536
		SP:Iteration 13Q (29103.640000 sec): 3 clusters
  Score: Raw -1911993.104529 + Penalty 3222.012082 = -1908771.092447
  nChanged 458
		SP:Iteration 14Q (29104.000000 sec): 3 clusters
  Score: Raw -1912320.883434 + Penalty 3222.012082 = -1909098.871352
  nChanged 373
		SP:Iteration 15Q (29104.320000 sec): 3 clusters
  Score: Raw -1912602.684042 + Penalty 3222.012082 = -1909380.671960
  nChanged 267
		SP:Iteration 16Q (29104.680000 sec): 3 clusters
  Score: Raw -1912811.834206 + Penalty 3222.012082 = -1909589.822124
  nChanged 184
		SP:Iteration 17Q (29105.000000 sec): 3 clusters
  Score: Raw -1912948.347857 + Penalty 3222.012082 = -1909726.335775
  nChanged 129
		SP:Iteration 18Q (29105.310000 sec): 3 clusters
  Score: Raw -1913049.047439 + Penalty 3222.012082 = -1909827.035357
  nChanged 84
		SP:Iteration 19Q (29105.630000 sec): 3 clusters
  Score: Raw -1913120.824498 + Penalty 3222.012082 = -1909898.812416
  nChanged 61
		SP:Iteration 20F (29105.950000 sec): 3 clusters
  Score: Raw -1913171.641589 + Penalty 3222.012082 = -1909949.629507
  nChanged 34
		SP:Iteration 21Q (29106.270000 sec): 3 clusters
  Score: Raw -1913193.481829 + Penalty 3222.012082 = -1909971.469747
  nChanged 14
		SP:Iteration 22Q (29106.540000 sec): 3 clusters
  Score: Raw -1913206.408160 + Penalty 3222.012082 = -1909984.396078
  nChanged 14
		SP:Iteration 23Q (29106.870000 sec): 3 clusters
  Score: Raw -1913216.287402 + Penalty 3222.012082 = -1909994.275320
  nChanged 11
		SP:Iteration 24Q (29107.180000 sec): 3 clusters
  Score: Raw -1913224.174863 + Penalty 3222.012082 = -1910002.162781
  nChanged 9
		SP:Iteration 25Q (29107.450000 sec): 3 clusters
  Score: Raw -1913231.116566 + Penalty 3222.012082 = -1910009.104485
  nChanged 11
		SP:Iteration 26Q (29107.670000 sec): 3 clusters
  Score: Raw -1913238.522909 + Penalty 3222.012082 = -1910016.510827
  nChanged 8
		SP:Iteration 27Q (29108.010000 sec): 3 clusters
  Score: Raw -1913245.504355 + Penalty 3222.012082 = -1910023.492273
  nChanged 7
		SP:Iteration 28Q (29108.330000 sec): 3 clusters
  Score: Raw -1913254.279271 + Penalty 3222.012082 = -1910032.267189
  nChanged 11
		SP:Iteration 29Q (29108.700000 sec): 3 clusters
  Score: Raw -1913265.742221 + Penalty 3222.012082 = -1910043.730140
  nChanged 6
		SP:Iteration 30Q (29109.010000 sec): 3 clusters
  Score: Raw -1913269.738017 + Penalty 3222.012082 = -1910047.725935
  nChanged 5
		SP:Iteration 31Q (29109.370000 sec): 3 clusters
  Score: Raw -1913274.333316 + Penalty 3222.012082 = -1910052.321234
  nChanged 3
		SP:Iteration 32Q (29109.690000 sec): 3 clusters
  Score: Raw -1913277.221098 + Penalty 3222.012082 = -1910055.209017
  nChanged 4
		SP:Iteration 33Q (29110.010000 sec): 3 clusters
  Score: Raw -1913282.723460 + Penalty 3222.012082 = -1910060.711378
  nChanged 7
		SP:Iteration 34Q (29110.320000 sec): 3 clusters
  Score: Raw -1913292.840448 + Penalty 3222.012082 = -1910070.828366
  nChanged 8
		SP:Iteration 35Q (29110.640000 sec): 3 clusters
  Score: Raw -1913299.653506 + Penalty 3222.012082 = -1910077.641424
  nChanged 6
		SP:Iteration 36Q (29110.960000 sec): 3 clusters
  Score: Raw -1913304.297820 + Penalty 3222.012082 = -1910082.285738
  nChanged 2
		SP:Iteration 37Q (29111.230000 sec): 3 clusters
  Score: Raw -1913306.124010 + Penalty 3222.012082 = -1910084.111928
  nChanged 2
		SP:Iteration 38Q (29111.550000 sec): 3 clusters
  Score: Raw -1913310.652386 + Penalty 3222.012082 = -1910088.640304
  nChanged 5
		SP:Iteration 39Q (29111.870000 sec): 3 clusters
  Score: Raw -1913313.491876 + Penalty 3222.012082 = -1910091.479794
  nChanged 2
		SP:Iteration 40F (29112.190000 sec): 3 clusters
  Score: Raw -1913314.734197 + Penalty 3222.012082 = -1910092.722115
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (3167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29112.330000 sec): 2 clusters
  Score: Raw -256915.631142 + Penalty 1309.837758 = -255605.793384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29112.500000 sec): 3 clusters
  Score: Raw -255394.915182 + Penalty 2619.675515 = -252775.239667
  nChanged 1218
		SP:Iteration 1F (29112.670000 sec): 3 clusters
  Score: Raw -256142.980928 + Penalty 2619.675515 = -253523.305413
  nChanged 303
		SP:Iteration 2F (29112.850000 sec): 3 clusters
  Score: Raw -256400.813803 + Penalty 2619.675515 = -253781.138288
  nChanged 231
		SP:Iteration 3F (29113.030000 sec): 3 clusters
  Score: Raw -256585.856445 + Penalty 2619.675515 = -253966.180930
  nChanged 168
		SP:Iteration 4F (29113.200000 sec): 3 clusters
  Score: Raw -256704.964799 + Penalty 2619.675515 = -254085.289284
  nChanged 132
		SP:Iteration 5Q (29113.380000 sec): 3 clusters
  Score: Raw -256813.338290 + Penalty 2619.675515 = -254193.662775
  nChanged 109
		SP:Iteration 6Q (29113.550000 sec): 3 clusters
  Score: Raw -256886.915928 + Penalty 2619.675515 = -254267.240413
  nChanged 99
		SP:Iteration 7Q (29113.730000 sec): 3 clusters
  Score: Raw -256951.873191 + Penalty 2619.675515 = -254332.197676
  nChanged 84
		SP:Iteration 8Q (29113.910000 sec): 3 clusters
  Score: Raw -257013.697541 + Penalty 2619.675515 = -254394.022026
  nChanged 64
		SP:Iteration 9Q (29114.080000 sec): 3 clusters
  Score: Raw -257050.648425 + Penalty 2619.675515 = -254430.972910
  nChanged 51
		SP:Iteration 10Q (29114.260000 sec): 3 clusters
  Score: Raw -257072.921859 + Penalty 2619.675515 = -254453.246343
  nChanged 32
		SP:Iteration 11Q (29114.430000 sec): 3 clusters
  Score: Raw -257085.435482 + Penalty 2619.675515 = -254465.759967
  nChanged 33
		SP:Iteration 12Q (29114.610000 sec): 3 clusters
  Score: Raw -257099.340274 + Penalty 2619.675515 = -254479.664759
  nChanged 28
		SP:Iteration 13Q (29114.790000 sec): 3 clusters
  Score: Raw -257110.179959 + Penalty 2619.675515 = -254490.504444
  nChanged 25
		SP:Iteration 14Q (29114.960000 sec): 3 clusters
  Score: Raw -257118.286769 + Penalty 2619.675515 = -254498.611254
  nChanged 20
		SP:Iteration 15Q (29115.140000 sec): 3 clusters
  Score: Raw -257126.577489 + Penalty 2619.675515 = -254506.901974
  nChanged 17
		SP:Iteration 16Q (29115.310000 sec): 3 clusters
  Score: Raw -257134.472724 + Penalty 2619.675515 = -254514.797208
  nChanged 24
		SP:Iteration 17Q (29115.490000 sec): 3 clusters
  Score: Raw -257143.736307 + Penalty 2619.675515 = -254524.060792
  nChanged 23
		SP:Iteration 18Q (29115.660000 sec): 3 clusters
  Score: Raw -257157.374370 + Penalty 2619.675515 = -254537.698855
  nChanged 19
		SP:Iteration 19Q (29115.840000 sec): 3 clusters
  Score: Raw -257165.208273 + Penalty 2619.675515 = -254545.532758
  nChanged 12
		SP:Iteration 20F (29116.010000 sec): 3 clusters
  Score: Raw -257171.278337 + Penalty 2619.675515 = -254551.602822
  nChanged 14
		SP:Iteration 21Q (29116.190000 sec): 3 clusters
  Score: Raw -257177.739142 + Penalty 2619.675515 = -254558.063627
  nChanged 16
		SP:Iteration 22Q (29116.370000 sec): 3 clusters
  Score: Raw -257182.634841 + Penalty 2619.675515 = -254562.959326
  nChanged 9
		SP:Iteration 23Q (29116.540000 sec): 3 clusters
  Score: Raw -257185.461140 + Penalty 2619.675515 = -254565.785624
  nChanged 8
		SP:Iteration 24Q (29116.720000 sec): 3 clusters
  Score: Raw -257188.834899 + Penalty 2619.675515 = -254569.159384
  nChanged 4
		SP:Iteration 25Q (29116.890000 sec): 3 clusters
  Score: Raw -257189.904326 + Penalty 2619.675515 = -254570.228811
  nChanged 6
		SP:Iteration 26Q (29117.070000 sec): 3 clusters
  Score: Raw -257192.904554 + Penalty 2619.675515 = -254573.229039
  nChanged 8
		SP:Iteration 27Q (29117.250000 sec): 3 clusters
  Score: Raw -257195.508430 + Penalty 2619.675515 = -254575.832915
  nChanged 9
		SP:Iteration 28Q (29117.420000 sec): 3 clusters
  Score: Raw -257199.328639 + Penalty 2619.675515 = -254579.653124
  nChanged 10
		SP:Iteration 29Q (29117.600000 sec): 3 clusters
  Score: Raw -257202.833350 + Penalty 2619.675515 = -254583.157835
  nChanged 10
		SP:Iteration 30Q (29117.770000 sec): 3 clusters
  Score: Raw -257205.386282 + Penalty 2619.675515 = -254585.710766
  nChanged 10
		SP:Iteration 31Q (29117.950000 sec): 3 clusters
  Score: Raw -257208.170289 + Penalty 2619.675515 = -254588.494774
  nChanged 9
		SP:Iteration 32Q (29118.130000 sec): 3 clusters
  Score: Raw -257210.593466 + Penalty 2619.675515 = -254590.917951
  nChanged 5
		SP:Iteration 33Q (29118.300000 sec): 3 clusters
  Score: Raw -257212.359083 + Penalty 2619.675515 = -254592.683568
  nChanged 4
		SP:Iteration 34Q (29118.480000 sec): 3 clusters
  Score: Raw -257213.370296 + Penalty 2619.675515 = -254593.694781
  nChanged 1
		SP:Iteration 35Q (29118.650000 sec): 3 clusters
  Score: Raw -257213.543879 + Penalty 2619.675515 = -254593.868364
  nChanged 2
		SP:Iteration 36Q (29118.830000 sec): 3 clusters
  Score: Raw -257214.484945 + Penalty 2619.675515 = -254594.809430
  nChanged 6
		SP:Iteration 37Q (29119.010000 sec): 3 clusters
  Score: Raw -257217.918820 + Penalty 2619.675515 = -254598.243304
  nChanged 7
		SP:Iteration 38Q (29119.180000 sec): 3 clusters
  Score: Raw -257220.765339 + Penalty 2619.675515 = -254601.089824
  nChanged 7
		SP:Iteration 39Q (29119.360000 sec): 3 clusters
  Score: Raw -257222.263746 + Penalty 2619.675515 = -254602.588231
  nChanged 3
		SP:Iteration 40F (29119.530000 sec): 3 clusters
  Score: Raw -257222.892285 + Penalty 2619.675515 = -254603.216769
  nChanged 1
		SP:Iteration 41Q (29119.710000 sec): 3 clusters
  Score: Raw -257223.155292 + Penalty 2619.675515 = -254603.479777
  nChanged 1
		SP:Iteration 42Q (29119.890000 sec): 3 clusters
  Score: Raw -257223.587938 + Penalty 2619.675515 = -254603.912423
  nChanged 2
		SP:Iteration 43Q (29120.060000 sec): 3 clusters
  Score: Raw -257223.906688 + Penalty 2619.675515 = -254604.231173
  nChanged 2
		SP:Iteration 44Q (29120.240000 sec): 3 clusters
  Score: Raw -257224.594924 + Penalty 2619.675515 = -254604.919409
  nChanged 0
		SP:Iteration 45F (29120.410000 sec): 3 clusters
  Score: Raw -257224.594924 + Penalty 2619.675515 = -254604.919409
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29120.500000 sec): 2 clusters
  Score: Raw -80848.480899 + Penalty 1136.812000 = -79711.668899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29120.670000 sec): 3 clusters
  Score: Raw -80519.487894 + Penalty 2273.624001 = -78245.863893
  nChanged 345
		SP:Iteration 1F (29120.850000 sec): 3 clusters
  Score: Raw -80986.964761 + Penalty 2273.624001 = -78713.340760
  nChanged 119
		SP:Iteration 2F (29121.030000 sec): 3 clusters
  Score: Raw -81238.866462 + Penalty 2273.624001 = -78965.242461
  nChanged 80
		SP:Iteration 3F (29121.200000 sec): 3 clusters
  Score: Raw -81377.929362 + Penalty 2273.624001 = -79104.305361
  nChanged 53
		SP:Iteration 4Q (29121.380000 sec): 3 clusters
  Score: Raw -81484.396742 + Penalty 2273.624001 = -79210.772742
  nChanged 37
		SP:Iteration 5Q (29121.550000 sec): 3 clusters
  Score: Raw -81527.388074 + Penalty 2273.624001 = -79253.764073
  nChanged 29
		SP:Iteration 6Q (29121.730000 sec): 3 clusters
  Score: Raw -81570.367516 + Penalty 2273.624001 = -79296.743515
  nChanged 25
		SP:Iteration 7Q (29121.910000 sec): 3 clusters
  Score: Raw -81607.547672 + Penalty 2273.624001 = -79333.923671
  nChanged 23
		SP:Iteration 8Q (29122.080000 sec): 3 clusters
  Score: Raw -81630.114695 + Penalty 2273.624001 = -79356.490695
  nChanged 7
		SP:Iteration 9Q (29122.260000 sec): 3 clusters
  Score: Raw -81639.891452 + Penalty 2273.624001 = -79366.267451
  nChanged 7
		SP:Iteration 10Q (29122.430000 sec): 3 clusters
  Score: Raw -81648.610167 + Penalty 2273.624001 = -79374.986166
  nChanged 6
		SP:Iteration 11Q (29122.610000 sec): 3 clusters
  Score: Raw -81658.588874 + Penalty 2273.624001 = -79384.964873
  nChanged 6
		SP:Iteration 12Q (29122.790000 sec): 3 clusters
  Score: Raw -81671.785200 + Penalty 2273.624001 = -79398.161199
  nChanged 6
		SP:Iteration 13Q (29122.960000 sec): 3 clusters
  Score: Raw -81675.367568 + Penalty 2273.624001 = -79401.743567
  nChanged 5
		SP:Iteration 14Q (29123.100000 sec): 3 clusters
  Score: Raw -81679.040627 + Penalty 2273.624001 = -79405.416626
  nChanged 4
		SP:Iteration 15Q (29123.270000 sec): 3 clusters
  Score: Raw -81684.441451 + Penalty 2273.624001 = -79410.817450
  nChanged 3
		SP:Iteration 16Q (29123.450000 sec): 3 clusters
  Score: Raw -81688.138205 + Penalty 2273.624001 = -79414.514204
  nChanged 3
		SP:Iteration 17Q (29123.620000 sec): 3 clusters
  Score: Raw -81690.171895 + Penalty 2273.624001 = -79416.547894
  nChanged 2
		SP:Iteration 18Q (29123.800000 sec): 3 clusters
  Score: Raw -81691.050562 + Penalty 2273.624001 = -79417.426561
  nChanged 1
		SP:Iteration 19Q (29123.970000 sec): 3 clusters
  Score: Raw -81694.451682 + Penalty 2273.624001 = -79420.827681
  nChanged 3
		SP:Iteration 20F (29124.150000 sec): 3 clusters
  Score: Raw -81696.481720 + Penalty 2273.624001 = -79422.857719
  nChanged 2
		SP:Iteration 21Q (29124.330000 sec): 3 clusters
  Score: Raw -81699.486297 + Penalty 2273.624001 = -79425.862296
  nChanged 1
		SP:Iteration 22Q (29124.500000 sec): 3 clusters
  Score: Raw -81700.364957 + Penalty 2273.624001 = -79426.740956
  nChanged 2
		SP:Iteration 23Q (29124.680000 sec): 3 clusters
  Score: Raw -81701.306673 + Penalty 2273.624001 = -79427.682672
  nChanged 0
		SP:Iteration 24F (29124.860000 sec): 3 clusters
  Score: Raw -81701.306673 + Penalty 2273.624001 = -79427.682672
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (6184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29124.970000 sec): 2 clusters
  Score: Raw -546962.674313 + Penalty 1418.579596 = -545544.094717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29125.190000 sec): 3 clusters
  Score: Raw -543639.316210 + Penalty 2837.159192 = -540802.157018
  nChanged 2570
		SP:Iteration 1F (29125.350000 sec): 3 clusters
  Score: Raw -545237.759671 + Penalty 2837.159192 = -542400.600479
  nChanged 568
		SP:Iteration 2F (29125.520000 sec): 3 clusters
  Score: Raw -545736.754668 + Penalty 2837.159192 = -542899.595476
  nChanged 480
		SP:Iteration 3F (29125.680000 sec): 3 clusters
  Score: Raw -546124.966655 + Penalty 2837.159192 = -543287.807463
  nChanged 387
		SP:Iteration 4F (29125.850000 sec): 3 clusters
  Score: Raw -546391.889277 + Penalty 2837.159192 = -543554.730086
  nChanged 325
		SP:Iteration 5F (29126.010000 sec): 3 clusters
  Score: Raw -546595.766297 + Penalty 2837.159192 = -543758.607105
  nChanged 255
		SP:Iteration 6Q (29126.180000 sec): 3 clusters
  Score: Raw -546724.274039 + Penalty 2837.159192 = -543887.114847
  nChanged 196
		SP:Iteration 7Q (29126.340000 sec): 3 clusters
  Score: Raw -546820.025981 + Penalty 2837.159192 = -543982.866789
  nChanged 170
		SP:Iteration 8Q (29126.550000 sec): 3 clusters
  Score: Raw -546898.767093 + Penalty 2837.159192 = -544061.607901
  nChanged 130
		SP:Iteration 9Q (29126.720000 sec): 3 clusters
  Score: Raw -546941.984677 + Penalty 2837.159192 = -544104.825485
  nChanged 85
		SP:Iteration 10Q (29126.880000 sec): 3 clusters
  Score: Raw -546970.123182 + Penalty 2837.159192 = -544132.963991
  nChanged 84
		SP:Iteration 11Q (29127.050000 sec): 3 clusters
  Score: Raw -546994.222966 + Penalty 2837.159192 = -544157.063774
  nChanged 63
		SP:Iteration 12Q (29127.210000 sec): 3 clusters
  Score: Raw -547011.810145 + Penalty 2837.159192 = -544174.650953
  nChanged 54
		SP:Iteration 13Q (29127.380000 sec): 3 clusters
  Score: Raw -547024.197758 + Penalty 2837.159192 = -544187.038566
  nChanged 44
		SP:Iteration 14Q (29127.540000 sec): 3 clusters
  Score: Raw -547034.565135 + Penalty 2837.159192 = -544197.405943
  nChanged 38
		SP:Iteration 15Q (29127.750000 sec): 3 clusters
  Score: Raw -547044.519168 + Penalty 2837.159192 = -544207.359977
  nChanged 47
		SP:Iteration 16Q (29127.960000 sec): 3 clusters
  Score: Raw -547059.870571 + Penalty 2837.159192 = -544222.711380
  nChanged 47
		SP:Iteration 17Q (29128.130000 sec): 3 clusters
  Score: Raw -547072.723779 + Penalty 2837.159192 = -544235.564587
  nChanged 37
		SP:Iteration 18Q (29128.310000 sec): 3 clusters
  Score: Raw -547085.229010 + Penalty 2837.159192 = -544248.069818
  nChanged 57
		SP:Iteration 19Q (29128.490000 sec): 3 clusters
  Score: Raw -547102.639653 + Penalty 2837.159192 = -544265.480461
  nChanged 51
		SP:Iteration 20F (29128.700000 sec): 3 clusters
  Score: Raw -547119.479952 + Penalty 2837.159192 = -544282.320760
  nChanged 63
		SP:Iteration 21Q (29128.870000 sec): 3 clusters
  Score: Raw -547138.675205 + Penalty 2837.159192 = -544301.516013
  nChanged 53
		SP:Iteration 22Q (29129.050000 sec): 3 clusters
  Score: Raw -547151.903841 + Penalty 2837.159192 = -544314.744649
  nChanged 46
		SP:Iteration 23Q (29129.220000 sec): 3 clusters
  Score: Raw -547164.128460 + Penalty 2837.159192 = -544326.969268
  nChanged 45
		SP:Iteration 24Q (29129.430000 sec): 3 clusters
  Score: Raw -547178.542112 + Penalty 2837.159192 = -544341.382920
  nChanged 50
		SP:Iteration 25Q (29129.600000 sec): 3 clusters
  Score: Raw -547196.474348 + Penalty 2837.159192 = -544359.315156
  nChanged 62
		SP:Iteration 26Q (29129.780000 sec): 3 clusters
  Score: Raw -547219.212501 + Penalty 2837.159192 = -544382.053309
  nChanged 62
		SP:Iteration 27Q (29129.950000 sec): 3 clusters
  Score: Raw -547237.008169 + Penalty 2837.159192 = -544399.848977
  nChanged 51
		SP:Iteration 28Q (29130.170000 sec): 3 clusters
  Score: Raw -547251.418403 + Penalty 2837.159192 = -544414.259211
  nChanged 54
		SP:Iteration 29Q (29130.330000 sec): 3 clusters
  Score: Raw -547266.842878 + Penalty 2837.159192 = -544429.683686
  nChanged 58
		SP:Iteration 30Q (29130.510000 sec): 3 clusters
  Score: Raw -547290.075267 + Penalty 2837.159192 = -544452.916076
  nChanged 59
		SP:Iteration 31Q (29130.690000 sec): 3 clusters
  Score: Raw -547310.713507 + Penalty 2837.159192 = -544473.554316
  nChanged 54
		SP:Iteration 32Q (29130.900000 sec): 3 clusters
  Score: Raw -547325.644322 + Penalty 2837.159192 = -544488.485130
  nChanged 37
		SP:Iteration 33Q (29131.070000 sec): 3 clusters
  Score: Raw -547333.915458 + Penalty 2837.159192 = -544496.756267
  nChanged 36
		SP:Iteration 34Q (29131.250000 sec): 3 clusters
  Score: Raw -547341.551585 + Penalty 2837.159192 = -544504.392393
  nChanged 28
		SP:Iteration 35Q (29131.420000 sec): 3 clusters
  Score: Raw -547348.146512 + Penalty 2837.159192 = -544510.987321
  nChanged 21
		SP:Iteration 36Q (29131.630000 sec): 3 clusters
  Score: Raw -547352.246147 + Penalty 2837.159192 = -544515.086955
  nChanged 14
		SP:Iteration 37Q (29131.800000 sec): 3 clusters
  Score: Raw -547355.471559 + Penalty 2837.159192 = -544518.312367
  nChanged 16
		SP:Iteration 38Q (29131.930000 sec): 3 clusters
  Score: Raw -547358.359147 + Penalty 2837.159192 = -544521.199955
  nChanged 11
		SP:Iteration 39Q (29132.120000 sec): 3 clusters
  Score: Raw -547360.490831 + Penalty 2837.159192 = -544523.331639
  nChanged 12
		SP:Iteration 40F (29132.290000 sec): 3 clusters
  Score: Raw -547362.746548 + Penalty 2837.159192 = -544525.587356
  nChanged 14
		SP:Iteration 41Q (29132.450000 sec): 3 clusters
  Score: Raw -547366.180915 + Penalty 2837.159192 = -544529.021723
  nChanged 16
		SP:Iteration 42Q (29132.560000 sec): 3 clusters
  Score: Raw -547369.272764 + Penalty 2837.159192 = -544532.113572
  nChanged 16
		SP:Iteration 43Q (29132.670000 sec): 3 clusters
  Score: Raw -547372.355154 + Penalty 2837.159192 = -544535.195963
  nChanged 21
		SP:Iteration 44Q (29132.870000 sec): 3 clusters
  Score: Raw -547376.391853 + Penalty 2837.159192 = -544539.232661
  nChanged 21
		SP:Iteration 45Q (29133.080000 sec): 3 clusters
  Score: Raw -547380.200433 + Penalty 2837.159192 = -544543.041241
  nChanged 16
		SP:Iteration 46Q (29133.230000 sec): 3 clusters
  Score: Raw -547382.492241 + Penalty 2837.159192 = -544545.333050
  nChanged 10
		SP:Iteration 47Q (29133.390000 sec): 3 clusters
  Score: Raw -547384.138124 + Penalty 2837.159192 = -544546.978932
  nChanged 7
		SP:Iteration 48Q (29133.560000 sec): 3 clusters
  Score: Raw -547385.497130 + Penalty 2837.159192 = -544548.337939
  nChanged 7
		SP:Iteration 49Q (29133.770000 sec): 3 clusters
  Score: Raw -547386.792573 + Penalty 2837.159192 = -544549.633381
  nChanged 9
		SP:Iteration 50Q (29133.930000 sec): 3 clusters
  Score: Raw -547387.738172 + Penalty 2837.159192 = -544550.578980
  nChanged 5
		SP:Iteration 51Q (29134.100000 sec): 3 clusters
  Score: Raw -547388.171672 + Penalty 2837.159192 = -544551.012480
  nChanged 4
		SP:Iteration 52Q (29134.260000 sec): 3 clusters
  Score: Raw -547389.106561 + Penalty 2837.159192 = -544551.947369
  nChanged 6
		SP:Iteration 53Q (29134.430000 sec): 3 clusters
  Score: Raw -547390.267801 + Penalty 2837.159192 = -544553.108609
  nChanged 3
		SP:Iteration 54Q (29134.590000 sec): 3 clusters
  Score: Raw -547390.756206 + Penalty 2837.159192 = -544553.597014
  nChanged 4
		SP:Iteration 55Q (29134.760000 sec): 3 clusters
  Score: Raw -547391.150505 + Penalty 2837.159192 = -544553.991313
  nChanged 0
		SP:Iteration 56F (29134.930000 sec): 3 clusters
  Score: Raw -547391.150505 + Penalty 2837.159192 = -544553.991313
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (2740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29134.990000 sec): 2 clusters
  Score: Raw -183122.815120 + Penalty 1286.303395 = -181836.511725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29135.170000 sec): 3 clusters
  Score: Raw -181866.757423 + Penalty 2572.606790 = -179294.150633
  nChanged 1033
		SP:Iteration 1F (29135.340000 sec): 3 clusters
  Score: Raw -182603.855645 + Penalty 2572.606790 = -180031.248856
  nChanged 282
		SP:Iteration 2F (29135.520000 sec): 3 clusters
  Score: Raw -182867.950203 + Penalty 2572.606790 = -180295.343413
  nChanged 193
		SP:Iteration 3F (29135.690000 sec): 3 clusters
  Score: Raw -183080.774025 + Penalty 2572.606790 = -180508.167236
  nChanged 165
		SP:Iteration 4F (29135.870000 sec): 3 clusters
  Score: Raw -183281.514917 + Penalty 2572.606790 = -180708.908127
  nChanged 146
		SP:Iteration 5F (29136.050000 sec): 3 clusters
  Score: Raw -183432.467253 + Penalty 2572.606790 = -180859.860463
  nChanged 118
		SP:Iteration 6Q (29136.220000 sec): 3 clusters
  Score: Raw -183529.447733 + Penalty 2572.606790 = -180956.840944
  nChanged 87
		SP:Iteration 7Q (29136.400000 sec): 3 clusters
  Score: Raw -183608.219623 + Penalty 2572.606790 = -181035.612833
  nChanged 81
		SP:Iteration 8Q (29136.570000 sec): 3 clusters
  Score: Raw -183674.417627 + Penalty 2572.606790 = -181101.810837
  nChanged 63
		SP:Iteration 9Q (29136.750000 sec): 3 clusters
  Score: Raw -183724.862135 + Penalty 2572.606790 = -181152.255345
  nChanged 45
		SP:Iteration 10Q (29136.930000 sec): 3 clusters
  Score: Raw -183761.070409 + Penalty 2572.606790 = -181188.463619
  nChanged 40
		SP:Iteration 11Q (29137.100000 sec): 3 clusters
  Score: Raw -183785.275723 + Penalty 2572.606790 = -181212.668934
  nChanged 29
		SP:Iteration 12Q (29137.280000 sec): 3 clusters
  Score: Raw -183801.737155 + Penalty 2572.606790 = -181229.130365
  nChanged 25
		SP:Iteration 13Q (29137.450000 sec): 3 clusters
  Score: Raw -183813.321895 + Penalty 2572.606790 = -181240.715105
  nChanged 14
		SP:Iteration 14Q (29137.630000 sec): 3 clusters
  Score: Raw -183819.594259 + Penalty 2572.606790 = -181246.987469
  nChanged 11
		SP:Iteration 15Q (29137.810000 sec): 3 clusters
  Score: Raw -183826.899619 + Penalty 2572.606790 = -181254.292829
  nChanged 17
		SP:Iteration 16Q (29137.980000 sec): 3 clusters
  Score: Raw -183837.316150 + Penalty 2572.606790 = -181264.709360
  nChanged 17
		SP:Iteration 17Q (29138.160000 sec): 3 clusters
  Score: Raw -183847.662372 + Penalty 2572.606790 = -181275.055582
  nChanged 23
		SP:Iteration 18Q (29138.340000 sec): 3 clusters
  Score: Raw -183858.301481 + Penalty 2572.606790 = -181285.694691
  nChanged 19
		SP:Iteration 19Q (29138.510000 sec): 3 clusters
  Score: Raw -183866.417879 + Penalty 2572.606790 = -181293.811089
  nChanged 12
		SP:Iteration 20F (29138.680000 sec): 3 clusters
  Score: Raw -183870.473606 + Penalty 2572.606790 = -181297.866816
  nChanged 7
		SP:Iteration 21Q (29138.860000 sec): 3 clusters
  Score: Raw -183873.091138 + Penalty 2572.606790 = -181300.484349
  nChanged 6
		SP:Iteration 22Q (29139.040000 sec): 3 clusters
  Score: Raw -183875.473495 + Penalty 2572.606790 = -181302.866706
  nChanged 9
		SP:Iteration 23Q (29139.210000 sec): 3 clusters
  Score: Raw -183879.406959 + Penalty 2572.606790 = -181306.800169
  nChanged 9
		SP:Iteration 24Q (29139.390000 sec): 3 clusters
  Score: Raw -183883.583562 + Penalty 2572.606790 = -181310.976772
  nChanged 12
		SP:Iteration 25Q (29139.560000 sec): 3 clusters
  Score: Raw -183889.198676 + Penalty 2572.606790 = -181316.591887
  nChanged 9
		SP:Iteration 26Q (29139.740000 sec): 3 clusters
  Score: Raw -183892.716742 + Penalty 2572.606790 = -181320.109953
  nChanged 8
		SP:Iteration 27Q (29139.920000 sec): 3 clusters
  Score: Raw -183896.340685 + Penalty 2572.606790 = -181323.733895
  nChanged 8
		SP:Iteration 28Q (29140.090000 sec): 3 clusters
  Score: Raw -183901.787822 + Penalty 2572.606790 = -181329.181032
  nChanged 18
		SP:Iteration 29Q (29140.270000 sec): 3 clusters
  Score: Raw -183911.196894 + Penalty 2572.606790 = -181338.590104
  nChanged 20
		SP:Iteration 30Q (29140.440000 sec): 3 clusters
  Score: Raw -183919.015174 + Penalty 2572.606790 = -181346.408384
  nChanged 12
		SP:Iteration 31Q (29140.620000 sec): 3 clusters
  Score: Raw -183924.559768 + Penalty 2572.606790 = -181351.952978
  nChanged 15
		SP:Iteration 32Q (29140.800000 sec): 3 clusters
  Score: Raw -183933.084710 + Penalty 2572.606790 = -181360.477921
  nChanged 13
		SP:Iteration 33Q (29140.970000 sec): 3 clusters
  Score: Raw -183938.301753 + Penalty 2572.606790 = -181365.694963
  nChanged 7
		SP:Iteration 34Q (29141.150000 sec): 3 clusters
  Score: Raw -183940.442460 + Penalty 2572.606790 = -181367.835670
  nChanged 9
		SP:Iteration 35Q (29141.320000 sec): 3 clusters
  Score: Raw -183945.957720 + Penalty 2572.606790 = -181373.350930
  nChanged 13
		SP:Iteration 36Q (29141.500000 sec): 3 clusters
  Score: Raw -183951.844327 + Penalty 2572.606790 = -181379.237538
  nChanged 6
		SP:Iteration 37Q (29141.670000 sec): 3 clusters
  Score: Raw -183953.620373 + Penalty 2572.606790 = -181381.013583
  nChanged 3
		SP:Iteration 38Q (29141.850000 sec): 3 clusters
  Score: Raw -183955.426262 + Penalty 2572.606790 = -181382.819472
  nChanged 5
		SP:Iteration 39Q (29142.020000 sec): 3 clusters
  Score: Raw -183956.826317 + Penalty 2572.606790 = -181384.219527
  nChanged 4
		SP:Iteration 40F (29142.200000 sec): 3 clusters
  Score: Raw -183960.581432 + Penalty 2572.606790 = -181387.974642
  nChanged 7
		SP:Iteration 41Q (29142.380000 sec): 3 clusters
  Score: Raw -183963.176641 + Penalty 2572.606790 = -181390.569851
  nChanged 7
		SP:Iteration 42Q (29142.550000 sec): 3 clusters
  Score: Raw -183964.897580 + Penalty 2572.606790 = -181392.290790
  nChanged 8
		SP:Iteration 43Q (29142.730000 sec): 3 clusters
  Score: Raw -183967.561418 + Penalty 2572.606790 = -181394.954628
  nChanged 8
		SP:Iteration 44Q (29142.900000 sec): 3 clusters
  Score: Raw -183972.084919 + Penalty 2572.606790 = -181399.478129
  nChanged 10
		SP:Iteration 45Q (29143.080000 sec): 3 clusters
  Score: Raw -183977.197685 + Penalty 2572.606790 = -181404.590895
  nChanged 13
		SP:Iteration 46Q (29143.260000 sec): 3 clusters
  Score: Raw -183982.137644 + Penalty 2572.606790 = -181409.530854
  nChanged 9
		SP:Iteration 47Q (29143.430000 sec): 3 clusters
  Score: Raw -183985.390090 + Penalty 2572.606790 = -181412.783300
  nChanged 10
		SP:Iteration 48Q (29143.610000 sec): 3 clusters
  Score: Raw -183988.554338 + Penalty 2572.606790 = -181415.947548
  nChanged 4
		SP:Iteration 49Q (29143.780000 sec): 3 clusters
  Score: Raw -183990.988828 + Penalty 2572.606790 = -181418.382038
  nChanged 3
		SP:Iteration 50Q (29143.960000 sec): 3 clusters
  Score: Raw -183991.458457 + Penalty 2572.606790 = -181418.851667
  nChanged 0
		SP:Iteration 51F (29144.140000 sec): 3 clusters
  Score: Raw -183991.458457 + Penalty 2572.606790 = -181418.851667
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (2574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29144.220000 sec): 2 clusters
  Score: Raw -212913.303613 + Penalty 1276.147663 = -211637.155950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29144.390000 sec): 3 clusters
  Score: Raw -211730.263121 + Penalty 2552.295326 = -209177.967795
  nChanged 984
		SP:Iteration 1F (29144.570000 sec): 3 clusters
  Score: Raw -212507.051622 + Penalty 2552.295326 = -209954.756296
  nChanged 248
		SP:Iteration 2F (29144.740000 sec): 3 clusters
  Score: Raw -212788.618209 + Penalty 2552.295326 = -210236.322883
  nChanged 186
		SP:Iteration 3F (29144.920000 sec): 3 clusters
  Score: Raw -212975.219815 + Penalty 2552.295326 = -210422.924489
  nChanged 111
		SP:Iteration 4Q (29145.100000 sec): 3 clusters
  Score: Raw -213078.864056 + Penalty 2552.295326 = -210526.568730
  nChanged 92
		SP:Iteration 5Q (29145.270000 sec): 3 clusters
  Score: Raw -213142.390662 + Penalty 2552.295326 = -210590.095336
  nChanged 71
		SP:Iteration 6Q (29145.450000 sec): 3 clusters
  Score: Raw -213191.517314 + Penalty 2552.295326 = -210639.221988
  nChanged 47
		SP:Iteration 7Q (29145.600000 sec): 3 clusters
  Score: Raw -213223.019019 + Penalty 2552.295326 = -210670.723693
  nChanged 36
		SP:Iteration 8Q (29145.780000 sec): 3 clusters
  Score: Raw -213239.754223 + Penalty 2552.295326 = -210687.458897
  nChanged 27
		SP:Iteration 9Q (29145.960000 sec): 3 clusters
  Score: Raw -213249.047275 + Penalty 2552.295326 = -210696.751949
  nChanged 23
		SP:Iteration 10Q (29146.130000 sec): 3 clusters
  Score: Raw -213259.962637 + Penalty 2552.295326 = -210707.667311
  nChanged 23
		SP:Iteration 11Q (29146.310000 sec): 3 clusters
  Score: Raw -213272.743159 + Penalty 2552.295326 = -210720.447833
  nChanged 16
		SP:Iteration 12Q (29146.480000 sec): 3 clusters
  Score: Raw -213285.528968 + Penalty 2552.295326 = -210733.233642
  nChanged 16
		SP:Iteration 13Q (29146.660000 sec): 3 clusters
  Score: Raw -213299.018240 + Penalty 2552.295326 = -210746.722913
  nChanged 26
		SP:Iteration 14Q (29146.840000 sec): 3 clusters
  Score: Raw -213313.664530 + Penalty 2552.295326 = -210761.369204
  nChanged 22
		SP:Iteration 15Q (29147.010000 sec): 3 clusters
  Score: Raw -213323.430553 + Penalty 2552.295326 = -210771.135227
  nChanged 20
		SP:Iteration 16Q (29147.180000 sec): 3 clusters
  Score: Raw -213334.113674 + Penalty 2552.295326 = -210781.818347
  nChanged 19
		SP:Iteration 17Q (29147.360000 sec): 3 clusters
  Score: Raw -213341.634458 + Penalty 2552.295326 = -210789.339132
  nChanged 14
		SP:Iteration 18Q (29147.540000 sec): 3 clusters
  Score: Raw -213348.120585 + Penalty 2552.295326 = -210795.825259
  nChanged 10
		SP:Iteration 19Q (29147.710000 sec): 3 clusters
  Score: Raw -213353.255212 + Penalty 2552.295326 = -210800.959886
  nChanged 9
		SP:Iteration 20F (29147.890000 sec): 3 clusters
  Score: Raw -213357.009984 + Penalty 2552.295326 = -210804.714658
  nChanged 7
		SP:Iteration 21Q (29148.060000 sec): 3 clusters
  Score: Raw -213359.834123 + Penalty 2552.295326 = -210807.538797
  nChanged 9
		SP:Iteration 22Q (29148.240000 sec): 3 clusters
  Score: Raw -213366.830894 + Penalty 2552.295326 = -210814.535568
  nChanged 10
		SP:Iteration 23Q (29148.420000 sec): 3 clusters
  Score: Raw -213371.329529 + Penalty 2552.295326 = -210819.034202
  nChanged 14
		SP:Iteration 24Q (29148.590000 sec): 3 clusters
  Score: Raw -213377.553865 + Penalty 2552.295326 = -210825.258539
  nChanged 16
		SP:Iteration 25Q (29148.770000 sec): 3 clusters
  Score: Raw -213385.214238 + Penalty 2552.295326 = -210832.918911
  nChanged 11
		SP:Iteration 26Q (29148.940000 sec): 3 clusters
  Score: Raw -213389.762807 + Penalty 2552.295326 = -210837.467481
  nChanged 10
		SP:Iteration 27Q (29149.120000 sec): 3 clusters
  Score: Raw -213393.856358 + Penalty 2552.295326 = -210841.561032
  nChanged 8
		SP:Iteration 28Q (29149.300000 sec): 3 clusters
  Score: Raw -213398.040408 + Penalty 2552.295326 = -210845.745082
  nChanged 7
		SP:Iteration 29Q (29149.470000 sec): 3 clusters
  Score: Raw -213400.877829 + Penalty 2552.295326 = -210848.582502
  nChanged 7
		SP:Iteration 30Q (29149.650000 sec): 3 clusters
  Score: Raw -213404.552369 + Penalty 2552.295326 = -210852.257042
  nChanged 15
		SP:Iteration 31Q (29149.820000 sec): 3 clusters
  Score: Raw -213411.583827 + Penalty 2552.295326 = -210859.288501
  nChanged 11
		SP:Iteration 32Q (29150.000000 sec): 3 clusters
  Score: Raw -213415.653482 + Penalty 2552.295326 = -210863.358156
  nChanged 4
		SP:Iteration 33Q (29150.180000 sec): 3 clusters
  Score: Raw -213416.881394 + Penalty 2552.295326 = -210864.586068
  nChanged 5
		SP:Iteration 34Q (29150.350000 sec): 3 clusters
  Score: Raw -213418.403773 + Penalty 2552.295326 = -210866.108446
  nChanged 3
		SP:Iteration 35Q (29150.530000 sec): 3 clusters
  Score: Raw -213419.224425 + Penalty 2552.295326 = -210866.929099
  nChanged 1
		SP:Iteration 36Q (29150.700000 sec): 3 clusters
  Score: Raw -213419.478615 + Penalty 2552.295326 = -210867.183289
  nChanged 2
		SP:Iteration 37Q (29150.880000 sec): 3 clusters
  Score: Raw -213419.954482 + Penalty 2552.295326 = -210867.659156
  nChanged 2
		SP:Iteration 38Q (29151.060000 sec): 3 clusters
  Score: Raw -213421.169608 + Penalty 2552.295326 = -210868.874282
  nChanged 6
		SP:Iteration 39Q (29151.230000 sec): 3 clusters
  Score: Raw -213423.499387 + Penalty 2552.295326 = -210871.204061
  nChanged 2
		SP:Iteration 40F (29151.410000 sec): 3 clusters
  Score: Raw -213424.356687 + Penalty 2552.295326 = -210872.061361
  nChanged 3
		SP:Iteration 41Q (29151.580000 sec): 3 clusters
  Score: Raw -213425.885415 + Penalty 2552.295326 = -210873.590089
  nChanged 2
		SP:Iteration 42Q (29151.760000 sec): 3 clusters
  Score: Raw -213426.245291 + Penalty 2552.295326 = -210873.949965
  nChanged 1
		SP:Iteration 43Q (29151.930000 sec): 3 clusters
  Score: Raw -213426.454042 + Penalty 2552.295326 = -210874.158716
  nChanged 0
		SP:Iteration 44F (29152.110000 sec): 3 clusters
  Score: Raw -213426.454042 + Penalty 2552.295326 = -210874.158716
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (6293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29152.220000 sec): 2 clusters
  Score: Raw -538029.864104 + Penalty 1421.418892 = -536608.445212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29152.400000 sec): 3 clusters
  Score: Raw -534678.297136 + Penalty 2842.837785 = -531835.459351
  nChanged 2568
		SP:Iteration 1F (29152.600000 sec): 3 clusters
  Score: Raw -536170.597328 + Penalty 2842.837785 = -533327.759544
  nChanged 513
		SP:Iteration 2F (29152.770000 sec): 3 clusters
  Score: Raw -536441.600204 + Penalty 2842.837785 = -533598.762420
  nChanged 365
		SP:Iteration 3F (29152.930000 sec): 3 clusters
  Score: Raw -536629.351626 + Penalty 2842.837785 = -533786.513841
  nChanged 289
		SP:Iteration 4Q (29153.100000 sec): 3 clusters
  Score: Raw -536762.793360 + Penalty 2842.837785 = -533919.955576
  nChanged 225
		SP:Iteration 5Q (29153.280000 sec): 3 clusters
  Score: Raw -536863.681335 + Penalty 2842.837785 = -534020.843550
  nChanged 186
		SP:Iteration 6Q (29153.470000 sec): 3 clusters
  Score: Raw -536944.179863 + Penalty 2842.837785 = -534101.342079
  nChanged 174
		SP:Iteration 7Q (29153.660000 sec): 3 clusters
  Score: Raw -537021.000868 + Penalty 2842.837785 = -534178.163083
  nChanged 179
		SP:Iteration 8Q (29153.840000 sec): 3 clusters
  Score: Raw -537090.248109 + Penalty 2842.837785 = -534247.410325
  nChanged 142
		SP:Iteration 9Q (29154.020000 sec): 3 clusters
  Score: Raw -537139.927196 + Penalty 2842.837785 = -534297.089412
  nChanged 140
		SP:Iteration 10Q (29154.210000 sec): 3 clusters
  Score: Raw -537194.475290 + Penalty 2842.837785 = -534351.637505
  nChanged 132
		SP:Iteration 11Q (29154.360000 sec): 3 clusters
  Score: Raw -537239.332206 + Penalty 2842.837785 = -534396.494422
  nChanged 115
		SP:Iteration 12Q (29154.510000 sec): 3 clusters
  Score: Raw -537293.829940 + Penalty 2842.837785 = -534450.992155
  nChanged 140
		SP:Iteration 13Q (29154.700000 sec): 3 clusters
  Score: Raw -537353.615354 + Penalty 2842.837785 = -534510.777569
  nChanged 126
		SP:Iteration 14Q (29154.850000 sec): 3 clusters
  Score: Raw -537415.209359 + Penalty 2842.837785 = -534572.371574
  nChanged 144
		SP:Iteration 15Q (29155.020000 sec): 3 clusters
  Score: Raw -537480.982875 + Penalty 2842.837785 = -534638.145091
  nChanged 153
		SP:Iteration 16Q (29155.180000 sec): 3 clusters
  Score: Raw -537543.107011 + Penalty 2842.837785 = -534700.269227
  nChanged 130
		SP:Iteration 17Q (29155.340000 sec): 3 clusters
  Score: Raw -537596.815066 + Penalty 2842.837785 = -534753.977281
  nChanged 114
		SP:Iteration 18Q (29155.510000 sec): 3 clusters
  Score: Raw -537650.520498 + Penalty 2842.837785 = -534807.682713
  nChanged 122
		SP:Iteration 19Q (29155.720000 sec): 3 clusters
  Score: Raw -537712.210906 + Penalty 2842.837785 = -534869.373122
  nChanged 115
		SP:Iteration 20F (29155.880000 sec): 3 clusters
  Score: Raw -537792.000330 + Penalty 2842.837785 = -534949.162545
  nChanged 134
		SP:Iteration 21Q (29156.050000 sec): 3 clusters
  Score: Raw -537873.572393 + Penalty 2842.837785 = -535030.734609
  nChanged 119
		SP:Iteration 22Q (29156.210000 sec): 3 clusters
  Score: Raw -537933.838174 + Penalty 2842.837785 = -535091.000389
  nChanged 104
		SP:Iteration 23Q (29156.380000 sec): 3 clusters
  Score: Raw -537974.951109 + Penalty 2842.837785 = -535132.113324
  nChanged 77
		SP:Iteration 24Q (29156.540000 sec): 3 clusters
  Score: Raw -538006.153488 + Penalty 2842.837785 = -535163.315703
  nChanged 58
		SP:Iteration 25Q (29156.700000 sec): 3 clusters
  Score: Raw -538028.244865 + Penalty 2842.837785 = -535185.407080
  nChanged 53
		SP:Iteration 26Q (29156.870000 sec): 3 clusters
  Score: Raw -538059.093573 + Penalty 2842.837785 = -535216.255788
  nChanged 64
		SP:Iteration 27Q (29157.030000 sec): 3 clusters
  Score: Raw -538086.198280 + Penalty 2842.837785 = -535243.360496
  nChanged 49
		SP:Iteration 28Q (29157.200000 sec): 3 clusters
  Score: Raw -538106.596933 + Penalty 2842.837785 = -535263.759148
  nChanged 54
		SP:Iteration 29Q (29157.360000 sec): 3 clusters
  Score: Raw -538127.692055 + Penalty 2842.837785 = -535284.854271
  nChanged 44
		SP:Iteration 30Q (29157.530000 sec): 3 clusters
  Score: Raw -538148.257342 + Penalty 2842.837785 = -535305.419557
  nChanged 42
		SP:Iteration 31Q (29157.690000 sec): 3 clusters
  Score: Raw -538172.370979 + Penalty 2842.837785 = -535329.533194
  nChanged 57
		SP:Iteration 32Q (29157.860000 sec): 3 clusters
  Score: Raw -538198.503436 + Penalty 2842.837785 = -535355.665651
  nChanged 41
		SP:Iteration 33Q (29158.020000 sec): 3 clusters
  Score: Raw -538213.873379 + Penalty 2842.837785 = -535371.035594
  nChanged 30
		SP:Iteration 34Q (29158.180000 sec): 3 clusters
  Score: Raw -538223.136432 + Penalty 2842.837785 = -535380.298647
  nChanged 24
		SP:Iteration 35Q (29158.350000 sec): 3 clusters
  Score: Raw -538231.951852 + Penalty 2842.837785 = -535389.114067
  nChanged 31
		SP:Iteration 36Q (29158.510000 sec): 3 clusters
  Score: Raw -538243.833643 + Penalty 2842.837785 = -535400.995858
  nChanged 31
		SP:Iteration 37Q (29158.680000 sec): 3 clusters
  Score: Raw -538252.171675 + Penalty 2842.837785 = -535409.333890
  nChanged 21
		SP:Iteration 38Q (29158.840000 sec): 3 clusters
  Score: Raw -538258.710106 + Penalty 2842.837785 = -535415.872321
  nChanged 22
		SP:Iteration 39Q (29159.010000 sec): 3 clusters
  Score: Raw -538265.774001 + Penalty 2842.837785 = -535422.936216
  nChanged 17
		SP:Iteration 40F (29159.170000 sec): 3 clusters
  Score: Raw -538271.425282 + Penalty 2842.837785 = -535428.587497
  nChanged 22
		SP:Iteration 41Q (29159.340000 sec): 3 clusters
  Score: Raw -538276.879225 + Penalty 2842.837785 = -535434.041440
  nChanged 18
		SP:Iteration 42Q (29159.540000 sec): 3 clusters
  Score: Raw -538282.358451 + Penalty 2842.837785 = -535439.520666
  nChanged 22
		SP:Iteration 43Q (29159.710000 sec): 3 clusters
  Score: Raw -538289.818275 + Penalty 2842.837785 = -535446.980491
  nChanged 15
		SP:Iteration 44Q (29159.870000 sec): 3 clusters
  Score: Raw -538295.165759 + Penalty 2842.837785 = -535452.327975
  nChanged 18
		SP:Iteration 45Q (29160.040000 sec): 3 clusters
  Score: Raw -538299.550063 + Penalty 2842.837785 = -535456.712278
  nChanged 19
		SP:Iteration 46Q (29160.200000 sec): 3 clusters
  Score: Raw -538303.338452 + Penalty 2842.837785 = -535460.500667
  nChanged 10
		SP:Iteration 47Q (29160.360000 sec): 3 clusters
  Score: Raw -538306.937897 + Penalty 2842.837785 = -535464.100112
  nChanged 8
		SP:Iteration 48Q (29160.530000 sec): 3 clusters
  Score: Raw -538308.836279 + Penalty 2842.837785 = -535465.998494
  nChanged 9
		SP:Iteration 49Q (29160.700000 sec): 3 clusters
  Score: Raw -538310.781782 + Penalty 2842.837785 = -535467.943997
  nChanged 9
		SP:Iteration 50Q (29160.860000 sec): 3 clusters
  Score: Raw -538313.505498 + Penalty 2842.837785 = -535470.667713
  nChanged 10
		SP:Iteration 51Q (29161.020000 sec): 3 clusters
  Score: Raw -538316.335459 + Penalty 2842.837785 = -535473.497674
  nChanged 11
		SP:Iteration 52Q (29161.190000 sec): 3 clusters
  Score: Raw -538319.380670 + Penalty 2842.837785 = -535476.542886
  nChanged 13
		SP:Iteration 53Q (29161.350000 sec): 3 clusters
  Score: Raw -538322.057534 + Penalty 2842.837785 = -535479.219749
  nChanged 10
		SP:Iteration 54Q (29161.520000 sec): 3 clusters
  Score: Raw -538324.932208 + Penalty 2842.837785 = -535482.094423
  nChanged 9
		SP:Iteration 55Q (29161.680000 sec): 3 clusters
  Score: Raw -538327.044520 + Penalty 2842.837785 = -535484.206736
  nChanged 8
		SP:Iteration 56Q (29161.850000 sec): 3 clusters
  Score: Raw -538329.003971 + Penalty 2842.837785 = -535486.166186
  nChanged 4
		SP:Iteration 57Q (29162.010000 sec): 3 clusters
  Score: Raw -538330.395490 + Penalty 2842.837785 = -535487.557706
  nChanged 6
		SP:Iteration 58Q (29162.250000 sec): 3 clusters
  Score: Raw -538332.155001 + Penalty 2842.837785 = -535489.317216
  nChanged 7
		SP:Iteration 59Q (29162.430000 sec): 3 clusters
  Score: Raw -538334.209573 + Penalty 2842.837785 = -535491.371789
  nChanged 4
		SP:Iteration 60F (29162.590000 sec): 3 clusters
  Score: Raw -538334.862905 + Penalty 2842.837785 = -535492.025120
  nChanged 3
		SP:Iteration 61Q (29162.760000 sec): 3 clusters
  Score: Raw -538335.306280 + Penalty 2842.837785 = -535492.468495
  nChanged 3
		SP:Iteration 62Q (29162.920000 sec): 3 clusters
  Score: Raw -538335.945809 + Penalty 2842.837785 = -535493.108024
  nChanged 1
		SP:Iteration 63Q (29163.090000 sec): 3 clusters
  Score: Raw -538335.981390 + Penalty 2842.837785 = -535493.143605
  nChanged 0
		SP:Iteration 64F (29163.250000 sec): 3 clusters
  Score: Raw -538335.981390 + Penalty 2842.837785 = -535493.143605
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (7234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29163.360000 sec): 2 clusters
  Score: Raw -622762.134188 + Penalty 1444.063955 = -621318.070234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29163.570000 sec): 3 clusters
  Score: Raw -618839.920423 + Penalty 2888.127909 = -615951.792514
  nChanged 3064
		SP:Iteration 1F (29163.770000 sec): 3 clusters
  Score: Raw -620790.478045 + Penalty 2888.127909 = -617902.350136
  nChanged 587
		SP:Iteration 2F (29163.970000 sec): 3 clusters
  Score: Raw -621252.912848 + Penalty 2888.127909 = -618364.784939
  nChanged 499
		SP:Iteration 3F (29164.170000 sec): 3 clusters
  Score: Raw -621625.484563 + Penalty 2888.127909 = -618737.356654
  nChanged 437
		SP:Iteration 4F (29164.370000 sec): 3 clusters
  Score: Raw -621954.827560 + Penalty 2888.127909 = -619066.699651
  nChanged 365
		SP:Iteration 5F (29164.580000 sec): 3 clusters
  Score: Raw -622224.023465 + Penalty 2888.127909 = -619335.895556
  nChanged 326
		SP:Iteration 6Q (29164.780000 sec): 3 clusters
  Score: Raw -622430.870143 + Penalty 2888.127909 = -619542.742234
  nChanged 262
		SP:Iteration 7Q (29164.970000 sec): 3 clusters
  Score: Raw -622584.571044 + Penalty 2888.127909 = -619696.443135
  nChanged 217
		SP:Iteration 8Q (29165.090000 sec): 3 clusters
  Score: Raw -622711.324469 + Penalty 2888.127909 = -619823.196560
  nChanged 187
		SP:Iteration 9Q (29165.300000 sec): 3 clusters
  Score: Raw -622823.555117 + Penalty 2888.127909 = -619935.427208
  nChanged 161
		SP:Iteration 10Q (29165.500000 sec): 3 clusters
  Score: Raw -622908.203279 + Penalty 2888.127909 = -620020.075370
  nChanged 138
		SP:Iteration 11Q (29165.710000 sec): 3 clusters
  Score: Raw -622986.355012 + Penalty 2888.127909 = -620098.227103
  nChanged 145
		SP:Iteration 12Q (29165.920000 sec): 3 clusters
  Score: Raw -623078.827146 + Penalty 2888.127909 = -620190.699236
  nChanged 134
		SP:Iteration 13Q (29166.120000 sec): 3 clusters
  Score: Raw -623160.757104 + Penalty 2888.127909 = -620272.629195
  nChanged 143
		SP:Iteration 14Q (29166.320000 sec): 3 clusters
  Score: Raw -623249.074691 + Penalty 2888.127909 = -620360.946782
  nChanged 141
		SP:Iteration 15Q (29166.530000 sec): 3 clusters
  Score: Raw -623346.083444 + Penalty 2888.127909 = -620457.955535
  nChanged 137
		SP:Iteration 16Q (29166.730000 sec): 3 clusters
  Score: Raw -623407.364249 + Penalty 2888.127909 = -620519.236340
  nChanged 94
		SP:Iteration 17Q (29166.940000 sec): 3 clusters
  Score: Raw -623448.298958 + Penalty 2888.127909 = -620560.171049
  nChanged 103
		SP:Iteration 18Q (29167.140000 sec): 3 clusters
  Score: Raw -623495.055839 + Penalty 2888.127909 = -620606.927930
  nChanged 85
		SP:Iteration 19Q (29167.350000 sec): 3 clusters
  Score: Raw -623523.267210 + Penalty 2888.127909 = -620635.139301
  nChanged 68
		SP:Iteration 20F (29167.550000 sec): 3 clusters
  Score: Raw -623545.814738 + Penalty 2888.127909 = -620657.686829
  nChanged 57
		SP:Iteration 21Q (29167.760000 sec): 3 clusters
  Score: Raw -623563.999173 + Penalty 2888.127909 = -620675.871264
  nChanged 42
		SP:Iteration 22Q (29167.960000 sec): 3 clusters
  Score: Raw -623576.293071 + Penalty 2888.127909 = -620688.165161
  nChanged 39
		SP:Iteration 23Q (29168.160000 sec): 3 clusters
  Score: Raw -623585.675258 + Penalty 2888.127909 = -620697.547349
  nChanged 28
		SP:Iteration 24Q (29168.370000 sec): 3 clusters
  Score: Raw -623593.179987 + Penalty 2888.127909 = -620705.052078
  nChanged 24
		SP:Iteration 25Q (29168.580000 sec): 3 clusters
  Score: Raw -623600.058268 + Penalty 2888.127909 = -620711.930359
  nChanged 30
		SP:Iteration 26Q (29168.780000 sec): 3 clusters
  Score: Raw -623608.928923 + Penalty 2888.127909 = -620720.801014
  nChanged 34
		SP:Iteration 27Q (29168.980000 sec): 3 clusters
  Score: Raw -623617.850273 + Penalty 2888.127909 = -620729.722364
  nChanged 30
		SP:Iteration 28Q (29169.190000 sec): 3 clusters
  Score: Raw -623624.526756 + Penalty 2888.127909 = -620736.398846
  nChanged 30
		SP:Iteration 29Q (29169.390000 sec): 3 clusters
  Score: Raw -623631.288898 + Penalty 2888.127909 = -620743.160989
  nChanged 30
		SP:Iteration 30Q (29169.600000 sec): 3 clusters
  Score: Raw -623638.578654 + Penalty 2888.127909 = -620750.450745
  nChanged 33
		SP:Iteration 31Q (29169.800000 sec): 3 clusters
  Score: Raw -623646.990214 + Penalty 2888.127909 = -620758.862305
  nChanged 23
		SP:Iteration 32Q (29170.010000 sec): 3 clusters
  Score: Raw -623650.994356 + Penalty 2888.127909 = -620762.866447
  nChanged 19
		SP:Iteration 33Q (29170.210000 sec): 3 clusters
  Score: Raw -623654.833149 + Penalty 2888.127909 = -620766.705240
  nChanged 19
		SP:Iteration 34Q (29170.420000 sec): 3 clusters
  Score: Raw -623657.794759 + Penalty 2888.127909 = -620769.666850
  nChanged 13
		SP:Iteration 35Q (29170.620000 sec): 3 clusters
  Score: Raw -623659.660710 + Penalty 2888.127909 = -620771.532801
  nChanged 6
		SP:Iteration 36Q (29170.830000 sec): 3 clusters
  Score: Raw -623660.199277 + Penalty 2888.127909 = -620772.071368
  nChanged 5
		SP:Iteration 37Q (29171.030000 sec): 3 clusters
  Score: Raw -623660.951490 + Penalty 2888.127909 = -620772.823580
  nChanged 7
		SP:Iteration 38Q (29171.240000 sec): 3 clusters
  Score: Raw -623661.654404 + Penalty 2888.127909 = -620773.526495
  nChanged 7
		SP:Iteration 39Q (29171.440000 sec): 3 clusters
  Score: Raw -623662.554379 + Penalty 2888.127909 = -620774.426469
  nChanged 5
		SP:Iteration 40F (29171.650000 sec): 3 clusters
  Score: Raw -623663.903927 + Penalty 2888.127909 = -620775.776018
  nChanged 10
		SP:Iteration 41Q (29171.890000 sec): 3 clusters
  Score: Raw -623666.031343 + Penalty 2888.127909 = -620777.903434
  nChanged 13
		SP:Iteration 42Q (29172.050000 sec): 3 clusters
  Score: Raw -623668.509448 + Penalty 2888.127909 = -620780.381539
  nChanged 14
		SP:Iteration 43Q (29172.230000 sec): 3 clusters
  Score: Raw -623671.702722 + Penalty 2888.127909 = -620783.574812
  nChanged 16
		SP:Iteration 44Q (29172.430000 sec): 3 clusters
  Score: Raw -623674.493135 + Penalty 2888.127909 = -620786.365226
  nChanged 13
		SP:Iteration 45Q (29172.630000 sec): 3 clusters
  Score: Raw -623676.203375 + Penalty 2888.127909 = -620788.075466
  nChanged 7
		SP:Iteration 46Q (29172.830000 sec): 3 clusters
  Score: Raw -623677.070048 + Penalty 2888.127909 = -620788.942139
  nChanged 7
		SP:Iteration 47Q (29173.030000 sec): 3 clusters
  Score: Raw -623678.284994 + Penalty 2888.127909 = -620790.157085
  nChanged 7
		SP:Iteration 48Q (29173.230000 sec): 3 clusters
  Score: Raw -623679.373565 + Penalty 2888.127909 = -620791.245656
  nChanged 8
		SP:Iteration 49Q (29173.430000 sec): 3 clusters
  Score: Raw -623681.223744 + Penalty 2888.127909 = -620793.095835
  nChanged 8
		SP:Iteration 50Q (29173.630000 sec): 3 clusters
  Score: Raw -623683.138827 + Penalty 2888.127909 = -620795.010918
  nChanged 8
		SP:Iteration 51Q (29173.830000 sec): 3 clusters
  Score: Raw -623684.557733 + Penalty 2888.127909 = -620796.429823
  nChanged 6
		SP:Iteration 52Q (29174.030000 sec): 3 clusters
  Score: Raw -623685.735671 + Penalty 2888.127909 = -620797.607762
  nChanged 5
		SP:Iteration 53Q (29174.230000 sec): 3 clusters
  Score: Raw -623686.249255 + Penalty 2888.127909 = -620798.121346
  nChanged 6
		SP:Iteration 54Q (29174.430000 sec): 3 clusters
  Score: Raw -623687.116956 + Penalty 2888.127909 = -620798.989047
  nChanged 8
		SP:Iteration 55Q (29174.630000 sec): 3 clusters
  Score: Raw -623689.066465 + Penalty 2888.127909 = -620800.938555
  nChanged 12
		SP:Iteration 56Q (29174.830000 sec): 3 clusters
  Score: Raw -623691.451015 + Penalty 2888.127909 = -620803.323106
  nChanged 9
		SP:Iteration 57Q (29175.030000 sec): 3 clusters
  Score: Raw -623693.068886 + Penalty 2888.127909 = -620804.940977
  nChanged 6
		SP:Iteration 58Q (29175.230000 sec): 3 clusters
  Score: Raw -623694.204153 + Penalty 2888.127909 = -620806.076244
  nChanged 6
		SP:Iteration 59Q (29175.430000 sec): 3 clusters
  Score: Raw -623695.202717 + Penalty 2888.127909 = -620807.074808
  nChanged 4
		SP:Iteration 60F (29175.630000 sec): 3 clusters
  Score: Raw -623695.735621 + Penalty 2888.127909 = -620807.607712
  nChanged 1
		SP:Iteration 61Q (29175.830000 sec): 3 clusters
  Score: Raw -623695.874671 + Penalty 2888.127909 = -620807.746762
  nChanged 1
		SP:Iteration 62Q (29176.030000 sec): 3 clusters
  Score: Raw -623696.016880 + Penalty 2888.127909 = -620807.888971
  nChanged 2
		SP:Iteration 63Q (29176.230000 sec): 3 clusters
  Score: Raw -623696.317035 + Penalty 2888.127909 = -620808.189126
  nChanged 1
		SP:Iteration 64Q (29176.430000 sec): 3 clusters
  Score: Raw -623696.481946 + Penalty 2888.127909 = -620808.354037
  nChanged 5
		SP:Iteration 65Q (29176.590000 sec): 3 clusters
  Score: Raw -623697.296311 + Penalty 2888.127909 = -620809.168402
  nChanged 2
		SP:Iteration 66Q (29176.700000 sec): 3 clusters
  Score: Raw -623697.890647 + Penalty 2888.127909 = -620809.762738
  nChanged 2
		SP:Iteration 67Q (29176.810000 sec): 3 clusters
  Score: Raw -623698.048685 + Penalty 2888.127909 = -620809.920776
  nChanged 0
		SP:Iteration 68F (29176.930000 sec): 3 clusters
  Score: Raw -623698.048685 + Penalty 2888.127909 = -620809.920776
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (4417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29177.030000 sec): 2 clusters
  Score: Raw -394159.330802 + Penalty 1363.897602 = -392795.433200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29177.200000 sec): 3 clusters
  Score: Raw -391911.290664 + Penalty 2727.795204 = -389183.495460
  nChanged 1749
		SP:Iteration 1F (29177.380000 sec): 3 clusters
  Score: Raw -392917.392642 + Penalty 2727.795204 = -390189.597438
  nChanged 402
		SP:Iteration 2F (29177.550000 sec): 3 clusters
  Score: Raw -393189.300488 + Penalty 2727.795204 = -390461.505284
  nChanged 275
		SP:Iteration 3F (29177.730000 sec): 3 clusters
  Score: Raw -393354.893994 + Penalty 2727.795204 = -390627.098790
  nChanged 240
		SP:Iteration 4F (29177.910000 sec): 3 clusters
  Score: Raw -393504.232424 + Penalty 2727.795204 = -390776.437220
  nChanged 194
		SP:Iteration 5Q (29178.080000 sec): 3 clusters
  Score: Raw -393625.165681 + Penalty 2727.795204 = -390897.370478
  nChanged 189
		SP:Iteration 6Q (29178.170000 sec): 3 clusters
  Score: Raw -393747.707846 + Penalty 2727.795204 = -391019.912642
  nChanged 157
		SP:Iteration 7Q (29178.260000 sec): 3 clusters
  Score: Raw -393845.863248 + Penalty 2727.795204 = -391118.068044
  nChanged 132
		SP:Iteration 8Q (29178.350000 sec): 3 clusters
  Score: Raw -393926.448726 + Penalty 2727.795204 = -391198.653522
  nChanged 119
		SP:Iteration 9Q (29178.430000 sec): 3 clusters
  Score: Raw -393995.529898 + Penalty 2727.795204 = -391267.734694
  nChanged 113
		SP:Iteration 10Q (29178.520000 sec): 3 clusters
  Score: Raw -394072.924286 + Penalty 2727.795204 = -391345.129082
  nChanged 100
		SP:Iteration 11Q (29178.610000 sec): 3 clusters
  Score: Raw -394147.256122 + Penalty 2727.795204 = -391419.460919
  nChanged 101
		SP:Iteration 12Q (29178.700000 sec): 3 clusters
  Score: Raw -394207.274073 + Penalty 2727.795204 = -391479.478869
  nChanged 90
		SP:Iteration 13Q (29178.790000 sec): 3 clusters
  Score: Raw -394249.861538 + Penalty 2727.795204 = -391522.066334
  nChanged 72
		SP:Iteration 14Q (29178.870000 sec): 3 clusters
  Score: Raw -394278.033232 + Penalty 2727.795204 = -391550.238028
  nChanged 50
		SP:Iteration 15Q (29178.960000 sec): 3 clusters
  Score: Raw -394295.976792 + Penalty 2727.795204 = -391568.181589
  nChanged 43
		SP:Iteration 16Q (29179.050000 sec): 3 clusters
  Score: Raw -394312.675913 + Penalty 2727.795204 = -391584.880709
  nChanged 46
		SP:Iteration 17Q (29179.140000 sec): 3 clusters
  Score: Raw -394332.924342 + Penalty 2727.795204 = -391605.129138
  nChanged 51
		SP:Iteration 18Q (29179.230000 sec): 3 clusters
  Score: Raw -394357.754808 + Penalty 2727.795204 = -391629.959605
  nChanged 54
		SP:Iteration 19Q (29179.310000 sec): 3 clusters
  Score: Raw -394385.759263 + Penalty 2727.795204 = -391657.964059
  nChanged 62
		SP:Iteration 20F (29179.400000 sec): 3 clusters
  Score: Raw -394423.458699 + Penalty 2727.795204 = -391695.663495
  nChanged 73
		SP:Iteration 21Q (29179.490000 sec): 3 clusters
  Score: Raw -394468.431608 + Penalty 2727.795204 = -391740.636404
  nChanged 68
		SP:Iteration 22Q (29179.570000 sec): 3 clusters
  Score: Raw -394509.061293 + Penalty 2727.795204 = -391781.266089
  nChanged 52
		SP:Iteration 23Q (29179.660000 sec): 3 clusters
  Score: Raw -394533.946546 + Penalty 2727.795204 = -391806.151342
  nChanged 50
		SP:Iteration 24Q (29179.750000 sec): 3 clusters
  Score: Raw -394555.777236 + Penalty 2727.795204 = -391827.982032
  nChanged 44
		SP:Iteration 25Q (29179.870000 sec): 3 clusters
  Score: Raw -394574.841062 + Penalty 2727.795204 = -391847.045859
  nChanged 40
		SP:Iteration 26Q (29180.050000 sec): 3 clusters
  Score: Raw -394588.558718 + Penalty 2727.795204 = -391860.763514
  nChanged 28
		SP:Iteration 27Q (29180.220000 sec): 3 clusters
  Score: Raw -394599.644531 + Penalty 2727.795204 = -391871.849327
  nChanged 29
		SP:Iteration 28Q (29180.400000 sec): 3 clusters
  Score: Raw -394609.309393 + Penalty 2727.795204 = -391881.514189
  nChanged 24
		SP:Iteration 29Q (29180.570000 sec): 3 clusters
  Score: Raw -394616.708026 + Penalty 2727.795204 = -391888.912822
  nChanged 21
		SP:Iteration 30Q (29180.660000 sec): 3 clusters
  Score: Raw -394625.145843 + Penalty 2727.795204 = -391897.350639
  nChanged 30
		SP:Iteration 31Q (29180.750000 sec): 3 clusters
  Score: Raw -394636.874604 + Penalty 2727.795204 = -391909.079400
  nChanged 35
		SP:Iteration 32Q (29180.830000 sec): 3 clusters
  Score: Raw -394649.057432 + Penalty 2727.795204 = -391921.262229
  nChanged 41
		SP:Iteration 33Q (29180.910000 sec): 3 clusters
  Score: Raw -394662.980020 + Penalty 2727.795204 = -391935.184816
  nChanged 29
		SP:Iteration 34Q (29180.990000 sec): 3 clusters
  Score: Raw -394672.867402 + Penalty 2727.795204 = -391945.072198
  nChanged 17
		SP:Iteration 35Q (29181.070000 sec): 3 clusters
  Score: Raw -394681.305474 + Penalty 2727.795204 = -391953.510270
  nChanged 21
		SP:Iteration 36Q (29181.150000 sec): 3 clusters
  Score: Raw -394687.676076 + Penalty 2727.795204 = -391959.880872
  nChanged 23
		SP:Iteration 37Q (29181.230000 sec): 3 clusters
  Score: Raw -394697.317753 + Penalty 2727.795204 = -391969.522550
  nChanged 21
		SP:Iteration 38Q (29181.350000 sec): 3 clusters
  Score: Raw -394703.937919 + Penalty 2727.795204 = -391976.142715
  nChanged 14
		SP:Iteration 39Q (29181.430000 sec): 3 clusters
  Score: Raw -394708.520463 + Penalty 2727.795204 = -391980.725259
  nChanged 24
		SP:Iteration 40F (29181.510000 sec): 3 clusters
  Score: Raw -394715.763666 + Penalty 2727.795204 = -391987.968462
  nChanged 22
		SP:Iteration 41Q (29181.590000 sec): 3 clusters
  Score: Raw -394724.058348 + Penalty 2727.795204 = -391996.263145
  nChanged 28
		SP:Iteration 42Q (29181.670000 sec): 3 clusters
  Score: Raw -394733.511565 + Penalty 2727.795204 = -392005.716362
  nChanged 21
		SP:Iteration 43Q (29181.750000 sec): 3 clusters
  Score: Raw -394741.597444 + Penalty 2727.795204 = -392013.802240
  nChanged 19
		SP:Iteration 44Q (29181.830000 sec): 3 clusters
  Score: Raw -394746.890773 + Penalty 2727.795204 = -392019.095569
  nChanged 15
		SP:Iteration 45Q (29181.910000 sec): 3 clusters
  Score: Raw -394751.104524 + Penalty 2727.795204 = -392023.309320
  nChanged 15
		SP:Iteration 46Q (29181.990000 sec): 3 clusters
  Score: Raw -394754.773714 + Penalty 2727.795204 = -392026.978510
  nChanged 13
		SP:Iteration 47Q (29182.070000 sec): 3 clusters
  Score: Raw -394758.124505 + Penalty 2727.795204 = -392030.329301
  nChanged 12
		SP:Iteration 48Q (29182.150000 sec): 3 clusters
  Score: Raw -394761.299531 + Penalty 2727.795204 = -392033.504327
  nChanged 16
		SP:Iteration 49Q (29182.230000 sec): 3 clusters
  Score: Raw -394766.037795 + Penalty 2727.795204 = -392038.242591
  nChanged 9
		SP:Iteration 50Q (29182.310000 sec): 3 clusters
  Score: Raw -394768.177033 + Penalty 2727.795204 = -392040.381829
  nChanged 5
		SP:Iteration 51Q (29182.390000 sec): 3 clusters
  Score: Raw -394769.500952 + Penalty 2727.795204 = -392041.705748
  nChanged 4
		SP:Iteration 52Q (29182.470000 sec): 3 clusters
  Score: Raw -394770.237848 + Penalty 2727.795204 = -392042.442644
  nChanged 7
		SP:Iteration 53Q (29182.550000 sec): 3 clusters
  Score: Raw -394772.052570 + Penalty 2727.795204 = -392044.257366
  nChanged 6
		SP:Iteration 54Q (29182.630000 sec): 3 clusters
  Score: Raw -394773.350875 + Penalty 2727.795204 = -392045.555672
  nChanged 5
		SP:Iteration 55Q (29182.810000 sec): 3 clusters
  Score: Raw -394773.930063 + Penalty 2727.795204 = -392046.134859
  nChanged 3
		SP:Iteration 56Q (29182.990000 sec): 3 clusters
  Score: Raw -394774.339363 + Penalty 2727.795204 = -392046.544159
  nChanged 0
		SP:Iteration 57F (29183.160000 sec): 3 clusters
  Score: Raw -394774.339363 + Penalty 2727.795204 = -392046.544159
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (4632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29183.290000 sec): 2 clusters
  Score: Raw -395643.162184 + Penalty 1371.620903 = -394271.541281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29183.420000 sec): 3 clusters
  Score: Raw -393348.218529 + Penalty 2743.241806 = -390604.976723
  nChanged 1851
		SP:Iteration 1F (29183.510000 sec): 3 clusters
  Score: Raw -394533.002448 + Penalty 2743.241806 = -391789.760642
  nChanged 415
		SP:Iteration 2F (29183.610000 sec): 3 clusters
  Score: Raw -394866.140116 + Penalty 2743.241806 = -392122.898310
  nChanged 326
		SP:Iteration 3F (29183.700000 sec): 3 clusters
  Score: Raw -395107.088561 + Penalty 2743.241806 = -392363.846755
  nChanged 286
		SP:Iteration 4F (29183.790000 sec): 3 clusters
  Score: Raw -395327.606658 + Penalty 2743.241806 = -392584.364851
  nChanged 238
		SP:Iteration 5F (29183.880000 sec): 3 clusters
  Score: Raw -395499.155728 + Penalty 2743.241806 = -392755.913921
  nChanged 178
		SP:Iteration 6Q (29183.970000 sec): 3 clusters
  Score: Raw -395618.856687 + Penalty 2743.241806 = -392875.614881
  nChanged 160
		SP:Iteration 7Q (29184.060000 sec): 3 clusters
  Score: Raw -395753.825053 + Penalty 2743.241806 = -393010.583246
  nChanged 146
		SP:Iteration 8Q (29184.150000 sec): 3 clusters
  Score: Raw -395852.327565 + Penalty 2743.241806 = -393109.085759
  nChanged 115
		SP:Iteration 9Q (29184.240000 sec): 3 clusters
  Score: Raw -395933.895712 + Penalty 2743.241806 = -393190.653906
  nChanged 99
		SP:Iteration 10Q (29184.330000 sec): 3 clusters
  Score: Raw -395993.186850 + Penalty 2743.241806 = -393249.945044
  nChanged 77
		SP:Iteration 11Q (29184.420000 sec): 3 clusters
  Score: Raw -396039.502770 + Penalty 2743.241806 = -393296.260964
  nChanged 76
		SP:Iteration 12Q (29184.510000 sec): 3 clusters
  Score: Raw -396081.105527 + Penalty 2743.241806 = -393337.863720
  nChanged 61
		SP:Iteration 13Q (29184.600000 sec): 3 clusters
  Score: Raw -396114.660539 + Penalty 2743.241806 = -393371.418733
  nChanged 50
		SP:Iteration 14Q (29184.690000 sec): 3 clusters
  Score: Raw -396143.645550 + Penalty 2743.241806 = -393400.403744
  nChanged 42
		SP:Iteration 15Q (29184.780000 sec): 3 clusters
  Score: Raw -396162.016367 + Penalty 2743.241806 = -393418.774560
  nChanged 38
		SP:Iteration 16Q (29184.870000 sec): 3 clusters
  Score: Raw -396181.531646 + Penalty 2743.241806 = -393438.289840
  nChanged 31
		SP:Iteration 17Q (29184.960000 sec): 3 clusters
  Score: Raw -396195.167610 + Penalty 2743.241806 = -393451.925803
  nChanged 30
		SP:Iteration 18Q (29185.050000 sec): 3 clusters
  Score: Raw -396203.614201 + Penalty 2743.241806 = -393460.372395
  nChanged 31
		SP:Iteration 19Q (29185.130000 sec): 3 clusters
  Score: Raw -396214.189293 + Penalty 2743.241806 = -393470.947487
  nChanged 18
		SP:Iteration 20F (29185.230000 sec): 3 clusters
  Score: Raw -396221.262614 + Penalty 2743.241806 = -393478.020807
  nChanged 18
		SP:Iteration 21Q (29185.320000 sec): 3 clusters
  Score: Raw -396227.146001 + Penalty 2743.241806 = -393483.904195
  nChanged 22
		SP:Iteration 22Q (29185.410000 sec): 3 clusters
  Score: Raw -396232.753869 + Penalty 2743.241806 = -393489.512063
  nChanged 19
		SP:Iteration 23Q (29185.490000 sec): 3 clusters
  Score: Raw -396238.687322 + Penalty 2743.241806 = -393495.445515
  nChanged 16
		SP:Iteration 24Q (29185.590000 sec): 3 clusters
  Score: Raw -396243.195478 + Penalty 2743.241806 = -393499.953671
  nChanged 12
		SP:Iteration 25Q (29185.670000 sec): 3 clusters
  Score: Raw -396247.526824 + Penalty 2743.241806 = -393504.285018
  nChanged 10
		SP:Iteration 26Q (29185.770000 sec): 3 clusters
  Score: Raw -396250.369304 + Penalty 2743.241806 = -393507.127497
  nChanged 8
		SP:Iteration 27Q (29185.850000 sec): 3 clusters
  Score: Raw -396252.519096 + Penalty 2743.241806 = -393509.277290
  nChanged 6
		SP:Iteration 28Q (29185.950000 sec): 3 clusters
  Score: Raw -396253.747871 + Penalty 2743.241806 = -393510.506065
  nChanged 5
		SP:Iteration 29Q (29186.030000 sec): 3 clusters
  Score: Raw -396254.976594 + Penalty 2743.241806 = -393511.734788
  nChanged 6
		SP:Iteration 30Q (29186.130000 sec): 3 clusters
  Score: Raw -396256.337932 + Penalty 2743.241806 = -393513.096126
  nChanged 6
		SP:Iteration 31Q (29186.210000 sec): 3 clusters
  Score: Raw -396257.713941 + Penalty 2743.241806 = -393514.472135
  nChanged 7
		SP:Iteration 32Q (29186.400000 sec): 3 clusters
  Score: Raw -396259.618502 + Penalty 2743.241806 = -393516.376695
  nChanged 3
		SP:Iteration 33Q (29186.490000 sec): 3 clusters
  Score: Raw -396260.038000 + Penalty 2743.241806 = -393516.796194
  nChanged 1
		SP:Iteration 34Q (29186.580000 sec): 3 clusters
  Score: Raw -396260.096757 + Penalty 2743.241806 = -393516.854951
  nChanged 0
		SP:Iteration 35F (29186.670000 sec): 3 clusters
  Score: Raw -396260.096757 + Penalty 2743.241806 = -393516.854951
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (3690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29186.740000 sec): 2 clusters
  Score: Raw -270756.699876 + Penalty 1334.674532 = -269422.025344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29186.820000 sec): 3 clusters
  Score: Raw -268973.462723 + Penalty 2669.349065 = -266304.113658
  nChanged 1440
		SP:Iteration 1F (29186.900000 sec): 3 clusters
  Score: Raw -270076.714318 + Penalty 2669.349065 = -267407.365253
  nChanged 402
		SP:Iteration 2F (29187.050000 sec): 3 clusters
  Score: Raw -270550.847681 + Penalty 2669.349065 = -267881.498617
  nChanged 329
		SP:Iteration 3F (29187.220000 sec): 3 clusters
  Score: Raw -270930.083956 + Penalty 2669.349065 = -268260.734891
  nChanged 263
		SP:Iteration 4F (29187.400000 sec): 3 clusters
  Score: Raw -271190.434031 + Penalty 2669.349065 = -268521.084967
  nChanged 186
		SP:Iteration 5F (29187.500000 sec): 3 clusters
  Score: Raw -271339.734155 + Penalty 2669.349065 = -268670.385091
  nChanged 142
		SP:Iteration 6Q (29187.580000 sec): 3 clusters
  Score: Raw -271429.351911 + Penalty 2669.349065 = -268760.002846
  nChanged 96
		SP:Iteration 7Q (29187.730000 sec): 3 clusters
  Score: Raw -271487.475115 + Penalty 2669.349065 = -268818.126050
  nChanged 73
		SP:Iteration 8Q (29187.810000 sec): 3 clusters
  Score: Raw -271536.877532 + Penalty 2669.349065 = -268867.528467
  nChanged 78
		SP:Iteration 9Q (29187.890000 sec): 3 clusters
  Score: Raw -271589.841182 + Penalty 2669.349065 = -268920.492117
  nChanged 72
		SP:Iteration 10Q (29187.960000 sec): 3 clusters
  Score: Raw -271628.265412 + Penalty 2669.349065 = -268958.916348
  nChanged 50
		SP:Iteration 11Q (29188.030000 sec): 3 clusters
  Score: Raw -271651.404284 + Penalty 2669.349065 = -268982.055219
  nChanged 32
		SP:Iteration 12Q (29188.110000 sec): 3 clusters
  Score: Raw -271669.931403 + Penalty 2669.349065 = -269000.582339
  nChanged 37
		SP:Iteration 13Q (29188.190000 sec): 3 clusters
  Score: Raw -271689.303956 + Penalty 2669.349065 = -269019.954892
  nChanged 39
		SP:Iteration 14Q (29188.260000 sec): 3 clusters
  Score: Raw -271708.873618 + Penalty 2669.349065 = -269039.524553
  nChanged 30
		SP:Iteration 15Q (29188.340000 sec): 3 clusters
  Score: Raw -271724.166378 + Penalty 2669.349065 = -269054.817314
  nChanged 31
		SP:Iteration 16Q (29188.410000 sec): 3 clusters
  Score: Raw -271738.445949 + Penalty 2669.349065 = -269069.096884
  nChanged 32
		SP:Iteration 17Q (29188.490000 sec): 3 clusters
  Score: Raw -271753.473456 + Penalty 2669.349065 = -269084.124391
  nChanged 26
		SP:Iteration 18Q (29188.570000 sec): 3 clusters
  Score: Raw -271768.379226 + Penalty 2669.349065 = -269099.030162
  nChanged 23
		SP:Iteration 19Q (29188.640000 sec): 3 clusters
  Score: Raw -271779.618656 + Penalty 2669.349065 = -269110.269591
  nChanged 21
		SP:Iteration 20F (29188.720000 sec): 3 clusters
  Score: Raw -271796.391720 + Penalty 2669.349065 = -269127.042655
  nChanged 27
		SP:Iteration 21Q (29188.790000 sec): 3 clusters
  Score: Raw -271814.525842 + Penalty 2669.349065 = -269145.176777
  nChanged 28
		SP:Iteration 22Q (29188.870000 sec): 3 clusters
  Score: Raw -271830.889169 + Penalty 2669.349065 = -269161.540104
  nChanged 19
		SP:Iteration 23Q (29188.940000 sec): 3 clusters
  Score: Raw -271843.286225 + Penalty 2669.349065 = -269173.937161
  nChanged 20
		SP:Iteration 24Q (29189.020000 sec): 3 clusters
  Score: Raw -271854.912470 + Penalty 2669.349065 = -269185.563406
  nChanged 20
		SP:Iteration 25Q (29189.090000 sec): 3 clusters
  Score: Raw -271862.799015 + Penalty 2669.349065 = -269193.449950
  nChanged 17
		SP:Iteration 26Q (29189.170000 sec): 3 clusters
  Score: Raw -271868.521868 + Penalty 2669.349065 = -269199.172803
  nChanged 12
		SP:Iteration 27Q (29189.250000 sec): 3 clusters
  Score: Raw -271870.742613 + Penalty 2669.349065 = -269201.393549
  nChanged 3
		SP:Iteration 28Q (29189.320000 sec): 3 clusters
  Score: Raw -271871.898133 + Penalty 2669.349065 = -269202.549069
  nChanged 3
		SP:Iteration 29Q (29189.400000 sec): 3 clusters
  Score: Raw -271872.218286 + Penalty 2669.349065 = -269202.869221
  nChanged 1
		SP:Iteration 30Q (29189.480000 sec): 3 clusters
  Score: Raw -271872.321514 + Penalty 2669.349065 = -269202.972449
  nChanged 1
		SP:Iteration 31Q (29189.550000 sec): 3 clusters
  Score: Raw -271872.611506 + Penalty 2669.349065 = -269203.262442
  nChanged 0
		SP:Iteration 32F (29189.630000 sec): 3 clusters
  Score: Raw -271872.611506 + Penalty 2669.349065 = -269203.262442
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (6891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29189.730000 sec): 2 clusters
  Score: Raw -577302.450928 + Penalty 1436.170367 = -575866.280561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29189.940000 sec): 3 clusters
  Score: Raw -573561.204904 + Penalty 2872.340735 = -570688.864169
  nChanged 2950
		SP:Iteration 1F (29190.050000 sec): 3 clusters
  Score: Raw -575386.093037 + Penalty 2872.340735 = -572513.752302
  nChanged 564
		SP:Iteration 2F (29190.240000 sec): 3 clusters
  Score: Raw -575761.061197 + Penalty 2872.340735 = -572888.720462
  nChanged 463
		SP:Iteration 3F (29190.350000 sec): 3 clusters
  Score: Raw -576041.269539 + Penalty 2872.340735 = -573168.928804
  nChanged 389
		SP:Iteration 4F (29190.470000 sec): 3 clusters
  Score: Raw -576298.885776 + Penalty 2872.340735 = -573426.545041
  nChanged 360
		SP:Iteration 5F (29190.580000 sec): 3 clusters
  Score: Raw -576546.410740 + Penalty 2872.340735 = -573674.070006
  nChanged 322
		SP:Iteration 6Q (29190.690000 sec): 3 clusters
  Score: Raw -576732.591923 + Penalty 2872.340735 = -573860.251188
  nChanged 259
		SP:Iteration 7Q (29190.810000 sec): 3 clusters
  Score: Raw -576873.180882 + Penalty 2872.340735 = -574000.840148
  nChanged 235
		SP:Iteration 8Q (29190.920000 sec): 3 clusters
  Score: Raw -577012.196082 + Penalty 2872.340735 = -574139.855347
  nChanged 210
		SP:Iteration 9Q (29191.140000 sec): 3 clusters
  Score: Raw -577129.901053 + Penalty 2872.340735 = -574257.560318
  nChanged 199
		SP:Iteration 10Q (29191.340000 sec): 3 clusters
  Score: Raw -577229.447165 + Penalty 2872.340735 = -574357.106430
  nChanged 181
		SP:Iteration 11Q (29191.480000 sec): 3 clusters
  Score: Raw -577328.451682 + Penalty 2872.340735 = -574456.110948
  nChanged 179
		SP:Iteration 12Q (29191.600000 sec): 3 clusters
  Score: Raw -577415.562363 + Penalty 2872.340735 = -574543.221628
  nChanged 153
		SP:Iteration 13Q (29191.770000 sec): 3 clusters
  Score: Raw -577485.026849 + Penalty 2872.340735 = -574612.686114
  nChanged 134
		SP:Iteration 14Q (29191.950000 sec): 3 clusters
  Score: Raw -577543.216557 + Penalty 2872.340735 = -574670.875822
  nChanged 126
		SP:Iteration 15Q (29192.060000 sec): 3 clusters
  Score: Raw -577598.530715 + Penalty 2872.340735 = -574726.189980
  nChanged 114
		SP:Iteration 16Q (29192.170000 sec): 3 clusters
  Score: Raw -577648.506555 + Penalty 2872.340735 = -574776.165820
  nChanged 110
		SP:Iteration 17Q (29192.280000 sec): 3 clusters
  Score: Raw -577693.329251 + Penalty 2872.340735 = -574820.988516
  nChanged 85
		SP:Iteration 18Q (29192.400000 sec): 3 clusters
  Score: Raw -577727.751382 + Penalty 2872.340735 = -574855.410647
  nChanged 88
		SP:Iteration 19Q (29192.510000 sec): 3 clusters
  Score: Raw -577761.876634 + Penalty 2872.340735 = -574889.535900
  nChanged 85
		SP:Iteration 20F (29192.720000 sec): 3 clusters
  Score: Raw -577790.887693 + Penalty 2872.340735 = -574918.546958
  nChanged 58
		SP:Iteration 21Q (29192.830000 sec): 3 clusters
  Score: Raw -577808.177187 + Penalty 2872.340735 = -574935.836452
  nChanged 43
		SP:Iteration 22Q (29192.940000 sec): 3 clusters
  Score: Raw -577819.227747 + Penalty 2872.340735 = -574946.887013
  nChanged 36
		SP:Iteration 23Q (29193.060000 sec): 3 clusters
  Score: Raw -577827.959964 + Penalty 2872.340735 = -574955.619230
  nChanged 36
		SP:Iteration 24Q (29193.250000 sec): 3 clusters
  Score: Raw -577838.157514 + Penalty 2872.340735 = -574965.816780
  nChanged 28
		SP:Iteration 25Q (29193.450000 sec): 3 clusters
  Score: Raw -577843.554508 + Penalty 2872.340735 = -574971.213773
  nChanged 27
		SP:Iteration 26Q (29193.650000 sec): 3 clusters
  Score: Raw -577850.830992 + Penalty 2872.340735 = -574978.490257
  nChanged 21
		SP:Iteration 27Q (29193.860000 sec): 3 clusters
  Score: Raw -577855.693893 + Penalty 2872.340735 = -574983.353158
  nChanged 19
		SP:Iteration 28Q (29194.060000 sec): 3 clusters
  Score: Raw -577859.563355 + Penalty 2872.340735 = -574987.222620
  nChanged 14
		SP:Iteration 29Q (29194.260000 sec): 3 clusters
  Score: Raw -577862.755710 + Penalty 2872.340735 = -574990.414976
  nChanged 17
		SP:Iteration 30Q (29194.370000 sec): 3 clusters
  Score: Raw -577865.709074 + Penalty 2872.340735 = -574993.368339
  nChanged 12
		SP:Iteration 31Q (29194.580000 sec): 3 clusters
  Score: Raw -577867.958257 + Penalty 2872.340735 = -574995.617522
  nChanged 9
		SP:Iteration 32Q (29194.750000 sec): 3 clusters
  Score: Raw -577870.172381 + Penalty 2872.340735 = -574997.831647
  nChanged 17
		SP:Iteration 33Q (29194.960000 sec): 3 clusters
  Score: Raw -577873.123138 + Penalty 2872.340735 = -575000.782403
  nChanged 12
		SP:Iteration 34Q (29195.160000 sec): 3 clusters
  Score: Raw -577874.440089 + Penalty 2872.340735 = -575002.099355
  nChanged 6
		SP:Iteration 35Q (29195.370000 sec): 3 clusters
  Score: Raw -577875.302770 + Penalty 2872.340735 = -575002.962035
  nChanged 4
		SP:Iteration 36Q (29195.570000 sec): 3 clusters
  Score: Raw -577875.726546 + Penalty 2872.340735 = -575003.385812
  nChanged 6
		SP:Iteration 37Q (29195.780000 sec): 3 clusters
  Score: Raw -577877.452166 + Penalty 2872.340735 = -575005.111432
  nChanged 9
		SP:Iteration 38Q (29195.980000 sec): 3 clusters
  Score: Raw -577880.545637 + Penalty 2872.340735 = -575008.204902
  nChanged 11
		SP:Iteration 39Q (29196.180000 sec): 3 clusters
  Score: Raw -577883.249001 + Penalty 2872.340735 = -575010.908267
  nChanged 10
		SP:Iteration 40F (29196.380000 sec): 3 clusters
  Score: Raw -577885.756436 + Penalty 2872.340735 = -575013.415701
  nChanged 16
		SP:Iteration 41Q (29196.590000 sec): 3 clusters
  Score: Raw -577889.660767 + Penalty 2872.340735 = -575017.320033
  nChanged 21
		SP:Iteration 42Q (29196.790000 sec): 3 clusters
  Score: Raw -577894.796915 + Penalty 2872.340735 = -575022.456180
  nChanged 24
		SP:Iteration 43Q (29196.990000 sec): 3 clusters
  Score: Raw -577899.588671 + Penalty 2872.340735 = -575027.247936
  nChanged 18
		SP:Iteration 44Q (29197.200000 sec): 3 clusters
  Score: Raw -577903.174766 + Penalty 2872.340735 = -575030.834032
  nChanged 14
		SP:Iteration 45Q (29197.400000 sec): 3 clusters
  Score: Raw -577906.003266 + Penalty 2872.340735 = -575033.662531
  nChanged 9
		SP:Iteration 46Q (29197.600000 sec): 3 clusters
  Score: Raw -577907.337354 + Penalty 2872.340735 = -575034.996619
  nChanged 6
		SP:Iteration 47Q (29197.810000 sec): 3 clusters
  Score: Raw -577908.331421 + Penalty 2872.340735 = -575035.990686
  nChanged 8
		SP:Iteration 48Q (29198.010000 sec): 3 clusters
  Score: Raw -577909.856182 + Penalty 2872.340735 = -575037.515447
  nChanged 10
		SP:Iteration 49Q (29198.220000 sec): 3 clusters
  Score: Raw -577911.822463 + Penalty 2872.340735 = -575039.481728
  nChanged 9
		SP:Iteration 50Q (29198.420000 sec): 3 clusters
  Score: Raw -577913.756156 + Penalty 2872.340735 = -575041.415421
  nChanged 5
		SP:Iteration 51Q (29198.620000 sec): 3 clusters
  Score: Raw -577914.424993 + Penalty 2872.340735 = -575042.084259
  nChanged 5
		SP:Iteration 52Q (29198.830000 sec): 3 clusters
  Score: Raw -577915.107688 + Penalty 2872.340735 = -575042.766953
  nChanged 3
		SP:Iteration 53Q (29199.030000 sec): 3 clusters
  Score: Raw -577915.443693 + Penalty 2872.340735 = -575043.102958
  nChanged 3
		SP:Iteration 54Q (29199.240000 sec): 3 clusters
  Score: Raw -577915.680040 + Penalty 2872.340735 = -575043.339306
  nChanged 1
		SP:Iteration 55Q (29199.440000 sec): 3 clusters
  Score: Raw -577915.754819 + Penalty 2872.340735 = -575043.414084
  nChanged 1
		SP:Iteration 56Q (29199.640000 sec): 3 clusters
  Score: Raw -577915.855347 + Penalty 2872.340735 = -575043.514612
  nChanged 1
		SP:Iteration 57Q (29199.850000 sec): 3 clusters
  Score: Raw -577916.014531 + Penalty 2872.340735 = -575043.673796
  nChanged 0
		SP:Iteration 58F (29200.050000 sec): 3 clusters
  Score: Raw -577916.014531 + Penalty 2872.340735 = -575043.673796
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29200.210000 sec): 2 clusters
  Score: Raw -994256.000360 + Penalty 1504.500343 = -992751.500017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29200.430000 sec): 3 clusters
  Score: Raw -988388.728312 + Penalty 3009.000685 = -985379.727627
  nChanged 4533
		SP:Iteration 1F (29200.650000 sec): 3 clusters
  Score: Raw -991067.319142 + Penalty 3009.000685 = -988058.318457
  nChanged 820
		SP:Iteration 2F (29200.870000 sec): 3 clusters
  Score: Raw -991624.855954 + Penalty 3009.000685 = -988615.855269
  nChanged 751
		SP:Iteration 3F (29201.090000 sec): 3 clusters
  Score: Raw -992116.871501 + Penalty 3009.000685 = -989107.870816
  nChanged 678
		SP:Iteration 4F (29201.310000 sec): 3 clusters
  Score: Raw -992533.607886 + Penalty 3009.000685 = -989524.607200
  nChanged 572
		SP:Iteration 5F (29201.530000 sec): 3 clusters
  Score: Raw -992849.475314 + Penalty 3009.000685 = -989840.474628
  nChanged 452
		SP:Iteration 6Q (29201.790000 sec): 3 clusters
  Score: Raw -993061.314044 + Penalty 3009.000685 = -990052.313358
  nChanged 358
		SP:Iteration 7Q (29202.050000 sec): 3 clusters
  Score: Raw -993206.272352 + Penalty 3009.000685 = -990197.271667
  nChanged 267
		SP:Iteration 8Q (29202.270000 sec): 3 clusters
  Score: Raw -993318.860330 + Penalty 3009.000685 = -990309.859644
  nChanged 239
		SP:Iteration 9Q (29202.500000 sec): 3 clusters
  Score: Raw -993415.617178 + Penalty 3009.000685 = -990406.616493
  nChanged 214
		SP:Iteration 10Q (29202.720000 sec): 3 clusters
  Score: Raw -993499.094816 + Penalty 3009.000685 = -990490.094131
  nChanged 188
		SP:Iteration 11Q (29202.940000 sec): 3 clusters
  Score: Raw -993570.626608 + Penalty 3009.000685 = -990561.625923
  nChanged 184
		SP:Iteration 12Q (29203.160000 sec): 3 clusters
  Score: Raw -993647.761676 + Penalty 3009.000685 = -990638.760991
  nChanged 166
		SP:Iteration 13Q (29203.390000 sec): 3 clusters
  Score: Raw -993710.073846 + Penalty 3009.000685 = -990701.073161
  nChanged 139
		SP:Iteration 14Q (29203.610000 sec): 3 clusters
  Score: Raw -993767.044088 + Penalty 3009.000685 = -990758.043403
  nChanged 135
		SP:Iteration 15Q (29203.830000 sec): 3 clusters
  Score: Raw -993821.274818 + Penalty 3009.000685 = -990812.274133
  nChanged 144
		SP:Iteration 16Q (29204.060000 sec): 3 clusters
  Score: Raw -993891.055758 + Penalty 3009.000685 = -990882.055072
  nChanged 136
		SP:Iteration 17Q (29204.280000 sec): 3 clusters
  Score: Raw -993952.260759 + Penalty 3009.000685 = -990943.260073
  nChanged 125
		SP:Iteration 18Q (29204.500000 sec): 3 clusters
  Score: Raw -994022.524927 + Penalty 3009.000685 = -991013.524242
  nChanged 126
		SP:Iteration 19Q (29204.720000 sec): 3 clusters
  Score: Raw -994099.503780 + Penalty 3009.000685 = -991090.503095
  nChanged 131
		SP:Iteration 20F (29204.950000 sec): 3 clusters
  Score: Raw -994177.400987 + Penalty 3009.000685 = -991168.400302
  nChanged 93
		SP:Iteration 21Q (29205.170000 sec): 3 clusters
  Score: Raw -994225.929665 + Penalty 3009.000685 = -991216.928979
  nChanged 75
		SP:Iteration 22Q (29205.400000 sec): 3 clusters
  Score: Raw -994269.731317 + Penalty 3009.000685 = -991260.730632
  nChanged 72
		SP:Iteration 23Q (29205.620000 sec): 3 clusters
  Score: Raw -994311.746090 + Penalty 3009.000685 = -991302.745405
  nChanged 65
		SP:Iteration 24Q (29205.840000 sec): 3 clusters
  Score: Raw -994349.661634 + Penalty 3009.000685 = -991340.660949
  nChanged 53
		SP:Iteration 25Q (29206.070000 sec): 3 clusters
  Score: Raw -994387.101701 + Penalty 3009.000685 = -991378.101016
  nChanged 42
		SP:Iteration 26Q (29206.290000 sec): 3 clusters
  Score: Raw -994410.901431 + Penalty 3009.000685 = -991401.900745
  nChanged 46
		SP:Iteration 27Q (29206.510000 sec): 3 clusters
  Score: Raw -994442.486977 + Penalty 3009.000685 = -991433.486291
  nChanged 42
		SP:Iteration 28Q (29206.740000 sec): 3 clusters
  Score: Raw -994476.403826 + Penalty 3009.000685 = -991467.403140
  nChanged 49
		SP:Iteration 29Q (29206.960000 sec): 3 clusters
  Score: Raw -994506.856200 + Penalty 3009.000685 = -991497.855515
  nChanged 30
		SP:Iteration 30Q (29207.180000 sec): 3 clusters
  Score: Raw -994526.043831 + Penalty 3009.000685 = -991517.043146
  nChanged 28
		SP:Iteration 31Q (29207.400000 sec): 3 clusters
  Score: Raw -994539.746649 + Penalty 3009.000685 = -991530.745964
  nChanged 21
		SP:Iteration 32Q (29207.620000 sec): 3 clusters
  Score: Raw -994547.816106 + Penalty 3009.000685 = -991538.815421
  nChanged 17
		SP:Iteration 33Q (29207.850000 sec): 3 clusters
  Score: Raw -994554.343947 + Penalty 3009.000685 = -991545.343262
  nChanged 14
		SP:Iteration 34Q (29208.070000 sec): 3 clusters
  Score: Raw -994559.413425 + Penalty 3009.000685 = -991550.412739
  nChanged 10
		SP:Iteration 35Q (29208.290000 sec): 3 clusters
  Score: Raw -994563.545877 + Penalty 3009.000685 = -991554.545192
  nChanged 12
		SP:Iteration 36Q (29208.510000 sec): 3 clusters
  Score: Raw -994570.308975 + Penalty 3009.000685 = -991561.308290
  nChanged 12
		SP:Iteration 37Q (29208.740000 sec): 3 clusters
  Score: Raw -994575.120809 + Penalty 3009.000685 = -991566.120124
  nChanged 7
		SP:Iteration 38Q (29208.960000 sec): 3 clusters
  Score: Raw -994578.609350 + Penalty 3009.000685 = -991569.608664
  nChanged 7
		SP:Iteration 39Q (29209.180000 sec): 3 clusters
  Score: Raw -994582.296887 + Penalty 3009.000685 = -991573.296202
  nChanged 4
		SP:Iteration 40F (29209.400000 sec): 3 clusters
  Score: Raw -994584.043430 + Penalty 3009.000685 = -991575.042744
  nChanged 3
		SP:Iteration 41Q (29209.620000 sec): 3 clusters
  Score: Raw -994585.602289 + Penalty 3009.000685 = -991576.601604
  nChanged 5
		SP:Iteration 42Q (29209.840000 sec): 3 clusters
  Score: Raw -994587.708418 + Penalty 3009.000685 = -991578.707733
  nChanged 3
		SP:Iteration 43Q (29210.070000 sec): 3 clusters
  Score: Raw -994589.232341 + Penalty 3009.000685 = -991580.231655
  nChanged 2
		SP:Iteration 44Q (29210.290000 sec): 3 clusters
  Score: Raw -994590.486974 + Penalty 3009.000685 = -991581.486289
  nChanged 2
		SP:Iteration 45Q (29210.510000 sec): 3 clusters
  Score: Raw -994591.482961 + Penalty 3009.000685 = -991582.482276
  nChanged 5
		SP:Iteration 46Q (29210.730000 sec): 3 clusters
  Score: Raw -994592.994070 + Penalty 3009.000685 = -991583.993385
  nChanged 3
		SP:Iteration 47Q (29210.960000 sec): 3 clusters
  Score: Raw -994594.875988 + Penalty 3009.000685 = -991585.875303
  nChanged 4
		SP:Iteration 48Q (29211.180000 sec): 3 clusters
  Score: Raw -994595.987041 + Penalty 3009.000685 = -991586.986356
  nChanged 1
		SP:Iteration 49Q (29211.400000 sec): 3 clusters
  Score: Raw -994596.089434 + Penalty 3009.000685 = -991587.088748
  nChanged 2
		SP:Iteration 50Q (29211.620000 sec): 3 clusters
  Score: Raw -994596.666457 + Penalty 3009.000685 = -991587.665772
  nChanged 2
		SP:Iteration 51Q (29211.840000 sec): 3 clusters
  Score: Raw -994597.115326 + Penalty 3009.000685 = -991588.114641
  nChanged 2
		SP:Iteration 52Q (29212.060000 sec): 3 clusters
  Score: Raw -994598.104344 + Penalty 3009.000685 = -991589.103658
  nChanged 2
		SP:Iteration 53Q (29212.280000 sec): 3 clusters
  Score: Raw -994599.019029 + Penalty 3009.000685 = -991590.018343
  nChanged 2
		SP:Iteration 54Q (29212.500000 sec): 3 clusters
  Score: Raw -994599.538018 + Penalty 3009.000685 = -991590.537333
  nChanged 0
		SP:Iteration 55F (29212.720000 sec): 3 clusters
  Score: Raw -994599.538018 + Penalty 3009.000685 = -991590.537333
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (8237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29212.830000 sec): 2 clusters
  Score: Raw -725086.565609 + Penalty 1465.163615 = -723621.401994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29213.040000 sec): 3 clusters
  Score: Raw -720522.015451 + Penalty 2930.327231 = -717591.688221
  nChanged 3494
		SP:Iteration 1F (29213.230000 sec): 3 clusters
  Score: Raw -722500.637283 + Penalty 2930.327231 = -719570.310052
  nChanged 622
		SP:Iteration 2F (29213.420000 sec): 3 clusters
  Score: Raw -722826.038926 + Penalty 2930.327231 = -719895.711695
  nChanged 502
		SP:Iteration 3F (29213.620000 sec): 3 clusters
  Score: Raw -723096.304017 + Penalty 2930.327231 = -720165.976786
  nChanged 452
		SP:Iteration 4F (29213.820000 sec): 3 clusters
  Score: Raw -723362.263016 + Penalty 2930.327231 = -720431.935785
  nChanged 429
		SP:Iteration 5F (29214.010000 sec): 3 clusters
  Score: Raw -723594.488478 + Penalty 2930.327231 = -720664.161247
  nChanged 356
		SP:Iteration 6Q (29214.210000 sec): 3 clusters
  Score: Raw -723751.202787 + Penalty 2930.327231 = -720820.875556
  nChanged 274
		SP:Iteration 7Q (29214.400000 sec): 3 clusters
  Score: Raw -723864.986142 + Penalty 2930.327231 = -720934.658911
  nChanged 238
		SP:Iteration 8Q (29214.600000 sec): 3 clusters
  Score: Raw -723952.822838 + Penalty 2930.327231 = -721022.495607
  nChanged 195
		SP:Iteration 9Q (29214.800000 sec): 3 clusters
  Score: Raw -724023.738358 + Penalty 2930.327231 = -721093.411128
  nChanged 175
		SP:Iteration 10Q (29214.990000 sec): 3 clusters
  Score: Raw -724078.802561 + Penalty 2930.327231 = -721148.475331
  nChanged 156
		SP:Iteration 11Q (29215.180000 sec): 3 clusters
  Score: Raw -724132.467407 + Penalty 2930.327231 = -721202.140176
  nChanged 176
		SP:Iteration 12Q (29215.380000 sec): 3 clusters
  Score: Raw -724204.451360 + Penalty 2930.327231 = -721274.124129
  nChanged 170
		SP:Iteration 13Q (29215.580000 sec): 3 clusters
  Score: Raw -724270.956534 + Penalty 2930.327231 = -721340.629304
  nChanged 188
		SP:Iteration 14Q (29215.770000 sec): 3 clusters
  Score: Raw -724345.048026 + Penalty 2930.327231 = -721414.720795
  nChanged 179
		SP:Iteration 15Q (29215.970000 sec): 3 clusters
  Score: Raw -724420.801162 + Penalty 2930.327231 = -721490.473932
  nChanged 177
		SP:Iteration 16Q (29216.160000 sec): 3 clusters
  Score: Raw -724491.780160 + Penalty 2930.327231 = -721561.452929
  nChanged 157
		SP:Iteration 17Q (29216.360000 sec): 3 clusters
  Score: Raw -724546.880539 + Penalty 2930.327231 = -721616.553309
  nChanged 126
		SP:Iteration 18Q (29216.560000 sec): 3 clusters
  Score: Raw -724594.848518 + Penalty 2930.327231 = -721664.521288
  nChanged 123
		SP:Iteration 19Q (29216.750000 sec): 3 clusters
  Score: Raw -724641.087944 + Penalty 2930.327231 = -721710.760714
  nChanged 117
		SP:Iteration 20F (29216.940000 sec): 3 clusters
  Score: Raw -724693.244316 + Penalty 2930.327231 = -721762.917085
  nChanged 124
		SP:Iteration 21Q (29217.140000 sec): 3 clusters
  Score: Raw -724750.173056 + Penalty 2930.327231 = -721819.845825
  nChanged 112
		SP:Iteration 22Q (29217.340000 sec): 3 clusters
  Score: Raw -724800.679752 + Penalty 2930.327231 = -721870.352522
  nChanged 111
		SP:Iteration 23Q (29217.530000 sec): 3 clusters
  Score: Raw -724848.383508 + Penalty 2930.327231 = -721918.056277
  nChanged 95
		SP:Iteration 24Q (29217.730000 sec): 3 clusters
  Score: Raw -724889.175864 + Penalty 2930.327231 = -721958.848634
  nChanged 82
		SP:Iteration 25Q (29217.920000 sec): 3 clusters
  Score: Raw -724921.290926 + Penalty 2930.327231 = -721990.963695
  nChanged 80
		SP:Iteration 26Q (29218.160000 sec): 3 clusters
  Score: Raw -724959.136826 + Penalty 2930.327231 = -722028.809596
  nChanged 80
		SP:Iteration 27Q (29218.360000 sec): 3 clusters
  Score: Raw -724994.636402 + Penalty 2930.327231 = -722064.309171
  nChanged 68
		SP:Iteration 28Q (29218.560000 sec): 3 clusters
  Score: Raw -725025.324175 + Penalty 2930.327231 = -722094.996945
  nChanged 56
		SP:Iteration 29Q (29218.750000 sec): 3 clusters
  Score: Raw -725053.543172 + Penalty 2930.327231 = -722123.215942
  nChanged 62
		SP:Iteration 30Q (29218.950000 sec): 3 clusters
  Score: Raw -725080.273351 + Penalty 2930.327231 = -722149.946120
  nChanged 44
		SP:Iteration 31Q (29219.140000 sec): 3 clusters
  Score: Raw -725104.310333 + Penalty 2930.327231 = -722173.983102
  nChanged 57
		SP:Iteration 32Q (29219.340000 sec): 3 clusters
  Score: Raw -725134.325219 + Penalty 2930.327231 = -722203.997989
  nChanged 61
		SP:Iteration 33Q (29219.540000 sec): 3 clusters
  Score: Raw -725172.332576 + Penalty 2930.327231 = -722242.005346
  nChanged 41
		SP:Iteration 34Q (29219.740000 sec): 3 clusters
  Score: Raw -725196.743367 + Penalty 2930.327231 = -722266.416136
  nChanged 47
		SP:Iteration 35Q (29219.930000 sec): 3 clusters
  Score: Raw -725220.114592 + Penalty 2930.327231 = -722289.787361
  nChanged 39
		SP:Iteration 36Q (29220.120000 sec): 3 clusters
  Score: Raw -725236.327511 + Penalty 2930.327231 = -722306.000281
  nChanged 33
		SP:Iteration 37Q (29220.320000 sec): 3 clusters
  Score: Raw -725257.515579 + Penalty 2930.327231 = -722327.188348
  nChanged 44
		SP:Iteration 38Q (29220.520000 sec): 3 clusters
  Score: Raw -725277.752255 + Penalty 2930.327231 = -722347.425025
  nChanged 22
		SP:Iteration 39Q (29220.710000 sec): 3 clusters
  Score: Raw -725289.404250 + Penalty 2930.327231 = -722359.077020
  nChanged 22
		SP:Iteration 40F (29220.910000 sec): 3 clusters
  Score: Raw -725302.579017 + Penalty 2930.327231 = -722372.251786
  nChanged 24
		SP:Iteration 41Q (29221.100000 sec): 3 clusters
  Score: Raw -725314.495432 + Penalty 2930.327231 = -722384.168201
  nChanged 24
		SP:Iteration 42Q (29221.290000 sec): 3 clusters
  Score: Raw -725324.975993 + Penalty 2930.327231 = -722394.648762
  nChanged 17
		SP:Iteration 43Q (29221.550000 sec): 3 clusters
  Score: Raw -725332.732693 + Penalty 2930.327231 = -722402.405462
  nChanged 17
		SP:Iteration 44Q (29221.770000 sec): 3 clusters
  Score: Raw -725339.199468 + Penalty 2930.327231 = -722408.872238
  nChanged 12
		SP:Iteration 45Q (29221.950000 sec): 3 clusters
  Score: Raw -725342.975594 + Penalty 2930.327231 = -722412.648364
  nChanged 4
		SP:Iteration 46Q (29222.190000 sec): 3 clusters
  Score: Raw -725343.990454 + Penalty 2930.327231 = -722413.663224
  nChanged 2
		SP:Iteration 47Q (29222.380000 sec): 3 clusters
  Score: Raw -725344.317905 + Penalty 2930.327231 = -722413.990674
  nChanged 1
		SP:Iteration 48Q (29222.580000 sec): 3 clusters
  Score: Raw -725344.471366 + Penalty 2930.327231 = -722414.144136
  nChanged 0
		SP:Iteration 49F (29222.820000 sec): 3 clusters
  Score: Raw -725344.471366 + Penalty 2930.327231 = -722414.144136
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29222.890000 sec): 2 clusters
  Score: Raw -272491.880681 + Penalty 1324.451036 = -271167.429645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29222.970000 sec): 3 clusters
  Score: Raw -270826.977457 + Penalty 2648.902071 = -268178.075385
  nChanged 1383
		SP:Iteration 1F (29223.040000 sec): 3 clusters
  Score: Raw -271745.388982 + Penalty 2648.902071 = -269096.486911
  nChanged 301
		SP:Iteration 2F (29223.120000 sec): 3 clusters
  Score: Raw -271957.977934 + Penalty 2648.902071 = -269309.075863
  nChanged 202
		SP:Iteration 3F (29223.200000 sec): 3 clusters
  Score: Raw -272134.477275 + Penalty 2648.902071 = -269485.575204
  nChanged 155
		SP:Iteration 4Q (29223.270000 sec): 3 clusters
  Score: Raw -272267.230262 + Penalty 2648.902071 = -269618.328191
  nChanged 147
		SP:Iteration 5Q (29223.340000 sec): 3 clusters
  Score: Raw -272376.864185 + Penalty 2648.902071 = -269727.962113
  nChanged 140
		SP:Iteration 6Q (29223.420000 sec): 3 clusters
  Score: Raw -272469.356642 + Penalty 2648.902071 = -269820.454571
  nChanged 122
		SP:Iteration 7Q (29223.490000 sec): 3 clusters
  Score: Raw -272546.395202 + Penalty 2648.902071 = -269897.493131
  nChanged 102
		SP:Iteration 8Q (29223.570000 sec): 3 clusters
  Score: Raw -272600.846031 + Penalty 2648.902071 = -269951.943960
  nChanged 70
		SP:Iteration 9Q (29223.640000 sec): 3 clusters
  Score: Raw -272635.138157 + Penalty 2648.902071 = -269986.236085
  nChanged 67
		SP:Iteration 10Q (29223.720000 sec): 3 clusters
  Score: Raw -272666.961616 + Penalty 2648.902071 = -270018.059545
  nChanged 50
		SP:Iteration 11Q (29223.790000 sec): 3 clusters
  Score: Raw -272686.463846 + Penalty 2648.902071 = -270037.561774
  nChanged 31
		SP:Iteration 12Q (29223.860000 sec): 3 clusters
  Score: Raw -272701.531742 + Penalty 2648.902071 = -270052.629670
  nChanged 19
		SP:Iteration 13Q (29223.940000 sec): 3 clusters
  Score: Raw -272709.559580 + Penalty 2648.902071 = -270060.657508
  nChanged 18
		SP:Iteration 14Q (29224.020000 sec): 3 clusters
  Score: Raw -272715.086432 + Penalty 2648.902071 = -270066.184361
  nChanged 22
		SP:Iteration 15Q (29224.090000 sec): 3 clusters
  Score: Raw -272723.854331 + Penalty 2648.902071 = -270074.952260
  nChanged 17
		SP:Iteration 16Q (29224.160000 sec): 3 clusters
  Score: Raw -272729.624775 + Penalty 2648.902071 = -270080.722704
  nChanged 13
		SP:Iteration 17Q (29224.240000 sec): 3 clusters
  Score: Raw -272733.475716 + Penalty 2648.902071 = -270084.573645
  nChanged 11
		SP:Iteration 18Q (29224.390000 sec): 3 clusters
  Score: Raw -272738.094474 + Penalty 2648.902071 = -270089.192403
  nChanged 16
		SP:Iteration 19Q (29224.460000 sec): 3 clusters
  Score: Raw -272742.490598 + Penalty 2648.902071 = -270093.588527
  nChanged 12
		SP:Iteration 20F (29224.530000 sec): 3 clusters
  Score: Raw -272746.922672 + Penalty 2648.902071 = -270098.020601
  nChanged 11
		SP:Iteration 21Q (29224.600000 sec): 3 clusters
  Score: Raw -272750.074622 + Penalty 2648.902071 = -270101.172551
  nChanged 7
		SP:Iteration 22Q (29224.680000 sec): 3 clusters
  Score: Raw -272751.632764 + Penalty 2648.902071 = -270102.730693
  nChanged 2
		SP:Iteration 23Q (29224.860000 sec): 3 clusters
  Score: Raw -272752.078952 + Penalty 2648.902071 = -270103.176881
  nChanged 3
		SP:Iteration 24Q (29225.010000 sec): 3 clusters
  Score: Raw -272752.941679 + Penalty 2648.902071 = -270104.039608
  nChanged 3
		SP:Iteration 25Q (29225.090000 sec): 3 clusters
  Score: Raw -272753.671743 + Penalty 2648.902071 = -270104.769672
  nChanged 2
		SP:Iteration 26Q (29225.160000 sec): 3 clusters
  Score: Raw -272754.126075 + Penalty 2648.902071 = -270105.224004
  nChanged 3
		SP:Iteration 27Q (29225.240000 sec): 3 clusters
  Score: Raw -272755.004380 + Penalty 2648.902071 = -270106.102309
  nChanged 5
		SP:Iteration 28Q (29225.310000 sec): 3 clusters
  Score: Raw -272756.572932 + Penalty 2648.902071 = -270107.670861
  nChanged 6
		SP:Iteration 29Q (29225.380000 sec): 3 clusters
  Score: Raw -272757.988012 + Penalty 2648.902071 = -270109.085941
  nChanged 2
		SP:Iteration 30Q (29225.460000 sec): 3 clusters
  Score: Raw -272758.443664 + Penalty 2648.902071 = -270109.541593
  nChanged 2
		SP:Iteration 31Q (29225.530000 sec): 3 clusters
  Score: Raw -272758.964389 + Penalty 2648.902071 = -270110.062318
  nChanged 2
		SP:Iteration 32Q (29225.600000 sec): 3 clusters
  Score: Raw -272760.369197 + Penalty 2648.902071 = -270111.467125
  nChanged 3
		SP:Iteration 33Q (29225.680000 sec): 3 clusters
  Score: Raw -272761.796455 + Penalty 2648.902071 = -270112.894384
  nChanged 3
		SP:Iteration 34Q (29225.750000 sec): 3 clusters
  Score: Raw -272762.847987 + Penalty 2648.902071 = -270113.945916
  nChanged 1
		SP:Iteration 35Q (29225.820000 sec): 3 clusters
  Score: Raw -272763.547529 + Penalty 2648.902071 = -270114.645458
  nChanged 3
		SP:Iteration 36Q (29225.900000 sec): 3 clusters
  Score: Raw -272764.447242 + Penalty 2648.902071 = -270115.545171
  nChanged 0
		SP:Iteration 37F (29225.970000 sec): 3 clusters
  Score: Raw -272764.447242 + Penalty 2648.902071 = -270115.545171
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (3257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29226.080000 sec): 2 clusters
  Score: Raw -262640.826748 + Penalty 1314.391293 = -261326.435455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29226.260000 sec): 3 clusters
  Score: Raw -261123.075618 + Penalty 2628.782587 = -258494.293031
  nChanged 1244
		SP:Iteration 1F (29226.440000 sec): 3 clusters
  Score: Raw -262055.440623 + Penalty 2628.782587 = -259426.658036
  nChanged 319
		SP:Iteration 2F (29226.610000 sec): 3 clusters
  Score: Raw -262361.316434 + Penalty 2628.782587 = -259732.533847
  nChanged 238
		SP:Iteration 3F (29226.790000 sec): 3 clusters
  Score: Raw -262528.556226 + Penalty 2628.782587 = -259899.773639
  nChanged 152
		SP:Iteration 4Q (29226.960000 sec): 3 clusters
  Score: Raw -262625.318362 + Penalty 2628.782587 = -259996.535775
  nChanged 122
		SP:Iteration 5Q (29227.140000 sec): 3 clusters
  Score: Raw -262716.516138 + Penalty 2628.782587 = -260087.733551
  nChanged 104
		SP:Iteration 6Q (29227.320000 sec): 3 clusters
  Score: Raw -262795.446779 + Penalty 2628.782587 = -260166.664192
  nChanged 87
		SP:Iteration 7Q (29227.490000 sec): 3 clusters
  Score: Raw -262859.666622 + Penalty 2628.782587 = -260230.884035
  nChanged 81
		SP:Iteration 8Q (29227.670000 sec): 3 clusters
  Score: Raw -262922.034545 + Penalty 2628.782587 = -260293.251958
  nChanged 76
		SP:Iteration 9Q (29227.840000 sec): 3 clusters
  Score: Raw -262975.633444 + Penalty 2628.782587 = -260346.850857
  nChanged 63
		SP:Iteration 10Q (29228.020000 sec): 3 clusters
  Score: Raw -263017.671481 + Penalty 2628.782587 = -260388.888895
  nChanged 58
		SP:Iteration 11Q (29228.200000 sec): 3 clusters
  Score: Raw -263055.904312 + Penalty 2628.782587 = -260427.121726
  nChanged 62
		SP:Iteration 12Q (29228.370000 sec): 3 clusters
  Score: Raw -263087.895464 + Penalty 2628.782587 = -260459.112878
  nChanged 35
		SP:Iteration 13Q (29228.550000 sec): 3 clusters
  Score: Raw -263109.620458 + Penalty 2628.782587 = -260480.837871
  nChanged 30
		SP:Iteration 14Q (29228.720000 sec): 3 clusters
  Score: Raw -263125.495178 + Penalty 2628.782587 = -260496.712591
  nChanged 24
		SP:Iteration 15Q (29228.900000 sec): 3 clusters
  Score: Raw -263137.536908 + Penalty 2628.782587 = -260508.754321
  nChanged 24
		SP:Iteration 16Q (29229.080000 sec): 3 clusters
  Score: Raw -263146.654873 + Penalty 2628.782587 = -260517.872286
  nChanged 19
		SP:Iteration 17Q (29229.250000 sec): 3 clusters
  Score: Raw -263155.780314 + Penalty 2628.782587 = -260526.997727
  nChanged 24
		SP:Iteration 18Q (29229.430000 sec): 3 clusters
  Score: Raw -263167.261334 + Penalty 2628.782587 = -260538.478748
  nChanged 22
		SP:Iteration 19Q (29229.600000 sec): 3 clusters
  Score: Raw -263177.300462 + Penalty 2628.782587 = -260548.517875
  nChanged 21
		SP:Iteration 20F (29229.780000 sec): 3 clusters
  Score: Raw -263185.302824 + Penalty 2628.782587 = -260556.520238
  nChanged 16
		SP:Iteration 21Q (29229.960000 sec): 3 clusters
  Score: Raw -263191.719654 + Penalty 2628.782587 = -260562.937067
  nChanged 16
		SP:Iteration 22Q (29230.130000 sec): 3 clusters
  Score: Raw -263196.734703 + Penalty 2628.782587 = -260567.952116
  nChanged 13
		SP:Iteration 23Q (29230.300000 sec): 3 clusters
  Score: Raw -263201.424417 + Penalty 2628.782587 = -260572.641830
  nChanged 11
		SP:Iteration 24Q (29230.480000 sec): 3 clusters
  Score: Raw -263204.233617 + Penalty 2628.782587 = -260575.451030
  nChanged 8
		SP:Iteration 25Q (29230.660000 sec): 3 clusters
  Score: Raw -263207.237403 + Penalty 2628.782587 = -260578.454817
  nChanged 9
		SP:Iteration 26Q (29230.830000 sec): 3 clusters
  Score: Raw -263210.014434 + Penalty 2628.782587 = -260581.231847
  nChanged 5
		SP:Iteration 27Q (29231.010000 sec): 3 clusters
  Score: Raw -263212.596314 + Penalty 2628.782587 = -260583.813727
  nChanged 2
		SP:Iteration 28Q (29231.160000 sec): 3 clusters
  Score: Raw -263213.213259 + Penalty 2628.782587 = -260584.430673
  nChanged 1
		SP:Iteration 29Q (29231.230000 sec): 3 clusters
  Score: Raw -263213.381102 + Penalty 2628.782587 = -260584.598516
  nChanged 1
		SP:Iteration 30Q (29231.300000 sec): 3 clusters
  Score: Raw -263213.532143 + Penalty 2628.782587 = -260584.749556
  nChanged 0
		SP:Iteration 31F (29231.360000 sec): 3 clusters
  Score: Raw -263213.532143 + Penalty 2628.782587 = -260584.749556
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (25498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29231.600000 sec): 2 clusters
  Score: Raw -2429645.029151 + Penalty 1648.782736 = -2427996.246415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29231.970000 sec): 3 clusters
  Score: Raw -2414182.216771 + Penalty 3297.565471 = -2410884.651299
  nChanged 11623
		SP:Iteration 1F (29232.360000 sec): 3 clusters
  Score: Raw -2420647.129975 + Penalty 3297.565471 = -2417349.564504
  nChanged 1555
		SP:Iteration 2F (29232.710000 sec): 3 clusters
  Score: Raw -2421427.020598 + Penalty 3297.565471 = -2418129.455126
  nChanged 1721
		SP:Iteration 3F (29233.060000 sec): 3 clusters
  Score: Raw -2422424.794858 + Penalty 3297.565471 = -2419127.229387
  nChanged 1844
		SP:Iteration 4F (29233.420000 sec): 3 clusters
  Score: Raw -2423637.366079 + Penalty 3297.565471 = -2420339.800608
  nChanged 1844
		SP:Iteration 5F (29233.760000 sec): 3 clusters
  Score: Raw -2424883.409369 + Penalty 3297.565471 = -2421585.843898
  nChanged 1590
		SP:Iteration 6F (29234.120000 sec): 3 clusters
  Score: Raw -2425974.861375 + Penalty 3297.565471 = -2422677.295903
  nChanged 1283
		SP:Iteration 7F (29234.470000 sec): 3 clusters
  Score: Raw -2426975.557906 + Penalty 3297.565471 = -2423677.992435
  nChanged 1047
		SP:Iteration 8Q (29234.770000 sec): 3 clusters
  Score: Raw -2427923.010390 + Penalty 3297.565471 = -2424625.444919
  nChanged 799
		SP:Iteration 9Q (29235.180000 sec): 3 clusters
  Score: Raw -2428710.365062 + Penalty 3297.565471 = -2425412.799591
  nChanged 539
		SP:Iteration 10Q (29235.580000 sec): 3 clusters
  Score: Raw -2429200.251508 + Penalty 3297.565471 = -2425902.686036
  nChanged 397
		SP:Iteration 11Q (29235.980000 sec): 3 clusters
  Score: Raw -2429503.082597 + Penalty 3297.565471 = -2426205.517125
  nChanged 276
		SP:Iteration 12Q (29236.330000 sec): 3 clusters
  Score: Raw -2429656.832955 + Penalty 3297.565471 = -2426359.267483
  nChanged 170
		SP:Iteration 13Q (29236.690000 sec): 3 clusters
  Score: Raw -2429743.686942 + Penalty 3297.565471 = -2426446.121471
  nChanged 130
		SP:Iteration 14Q (29237.040000 sec): 3 clusters
  Score: Raw -2429808.906363 + Penalty 3297.565471 = -2426511.340891
  nChanged 104
		SP:Iteration 15Q (29237.430000 sec): 3 clusters
  Score: Raw -2429864.852709 + Penalty 3297.565471 = -2426567.287237
  nChanged 97
		SP:Iteration 16Q (29237.750000 sec): 3 clusters
  Score: Raw -2429912.525131 + Penalty 3297.565471 = -2426614.959660
  nChanged 90
		SP:Iteration 17Q (29238.070000 sec): 3 clusters
  Score: Raw -2429957.723920 + Penalty 3297.565471 = -2426660.158448
  nChanged 83
		SP:Iteration 18Q (29238.460000 sec): 3 clusters
  Score: Raw -2429995.000253 + Penalty 3297.565471 = -2426697.434781
  nChanged 58
		SP:Iteration 19Q (29238.780000 sec): 3 clusters
  Score: Raw -2430021.537601 + Penalty 3297.565471 = -2426723.972130
  nChanged 48
		SP:Iteration 20F (29239.090000 sec): 3 clusters
  Score: Raw -2430050.437361 + Penalty 3297.565471 = -2426752.871889
  nChanged 44
		SP:Iteration 21Q (29239.480000 sec): 3 clusters
  Score: Raw -2430070.495455 + Penalty 3297.565471 = -2426772.929983
  nChanged 30
		SP:Iteration 22Q (29239.830000 sec): 3 clusters
  Score: Raw -2430084.449850 + Penalty 3297.565471 = -2426786.884379
  nChanged 38
		SP:Iteration 23Q (29240.190000 sec): 3 clusters
  Score: Raw -2430098.129851 + Penalty 3297.565471 = -2426800.564380
  nChanged 30
		SP:Iteration 24Q (29240.540000 sec): 3 clusters
  Score: Raw -2430107.605703 + Penalty 3297.565471 = -2426810.040232
  nChanged 23
		SP:Iteration 25Q (29240.810000 sec): 3 clusters
  Score: Raw -2430117.535377 + Penalty 3297.565471 = -2426819.969906
  nChanged 30
		SP:Iteration 26Q (29241.130000 sec): 3 clusters
  Score: Raw -2430128.277910 + Penalty 3297.565471 = -2426830.712438
  nChanged 33
		SP:Iteration 27Q (29241.490000 sec): 3 clusters
  Score: Raw -2430140.983607 + Penalty 3297.565471 = -2426843.418135
  nChanged 27
		SP:Iteration 28Q (29241.840000 sec): 3 clusters
  Score: Raw -2430148.260429 + Penalty 3297.565471 = -2426850.694958
  nChanged 13
		SP:Iteration 29Q (29242.190000 sec): 3 clusters
  Score: Raw -2430151.757938 + Penalty 3297.565471 = -2426854.192466
  nChanged 8
		SP:Iteration 30Q (29242.580000 sec): 3 clusters
  Score: Raw -2430154.068092 + Penalty 3297.565471 = -2426856.502621
  nChanged 9
		SP:Iteration 31Q (29242.930000 sec): 3 clusters
  Score: Raw -2430156.982359 + Penalty 3297.565471 = -2426859.416888
  nChanged 11
		SP:Iteration 32Q (29243.290000 sec): 3 clusters
  Score: Raw -2430160.372426 + Penalty 3297.565471 = -2426862.806954
  nChanged 7
		SP:Iteration 33Q (29243.650000 sec): 3 clusters
  Score: Raw -2430161.816255 + Penalty 3297.565471 = -2426864.250783
  nChanged 5
		SP:Iteration 34Q (29244.050000 sec): 3 clusters
  Score: Raw -2430164.040107 + Penalty 3297.565471 = -2426866.474635
  nChanged 6
		SP:Iteration 35Q (29244.410000 sec): 3 clusters
  Score: Raw -2430166.546442 + Penalty 3297.565471 = -2426868.980970
  nChanged 8
		SP:Iteration 36Q (29244.690000 sec): 3 clusters
  Score: Raw -2430169.698051 + Penalty 3297.565471 = -2426872.132580
  nChanged 8
		SP:Iteration 37Q (29245.090000 sec): 3 clusters
  Score: Raw -2430171.639747 + Penalty 3297.565471 = -2426874.074276
  nChanged 7
		SP:Iteration 38Q (29245.450000 sec): 3 clusters
  Score: Raw -2430173.288839 + Penalty 3297.565471 = -2426875.723368
  nChanged 3
		SP:Iteration 39Q (29245.770000 sec): 3 clusters
  Score: Raw -2430174.237818 + Penalty 3297.565471 = -2426876.672347
  nChanged 4
		SP:Iteration 40F (29246.150000 sec): 3 clusters
  Score: Raw -2430175.338676 + Penalty 3297.565471 = -2426877.773205
  nChanged 9
		SP:Iteration 41Q (29246.510000 sec): 3 clusters
  Score: Raw -2430178.276263 + Penalty 3297.565471 = -2426880.710791
  nChanged 15
		SP:Iteration 42Q (29246.830000 sec): 3 clusters
  Score: Raw -2430182.711047 + Penalty 3297.565471 = -2426885.145575
  nChanged 10
		SP:Iteration 43Q (29247.220000 sec): 3 clusters
  Score: Raw -2430185.553064 + Penalty 3297.565471 = -2426887.987593
  nChanged 4
		SP:Iteration 44Q (29247.580000 sec): 3 clusters
  Score: Raw -2430185.967049 + Penalty 3297.565471 = -2426888.401577
  nChanged 1
		SP:Iteration 45Q (29247.930000 sec): 3 clusters
  Score: Raw -2430186.260224 + Penalty 3297.565471 = -2426888.694753
  nChanged 3
		SP:Iteration 46Q (29248.200000 sec): 3 clusters
  Score: Raw -2430186.926419 + Penalty 3297.565471 = -2426889.360947
  nChanged 2
		SP:Iteration 47Q (29248.590000 sec): 3 clusters
  Score: Raw -2430187.593380 + Penalty 3297.565471 = -2426890.027909
  nChanged 4
		SP:Iteration 48Q (29248.990000 sec): 3 clusters
  Score: Raw -2430188.107094 + Penalty 3297.565471 = -2426890.541623
  nChanged 1
		SP:Iteration 49Q (29249.360000 sec): 3 clusters
  Score: Raw -2430188.338729 + Penalty 3297.565471 = -2426890.773257
  nChanged 2
		SP:Iteration 50Q (29249.690000 sec): 3 clusters
  Score: Raw -2430188.499221 + Penalty 3297.565471 = -2426890.933750
  nChanged 1
		SP:Iteration 51Q (29250.020000 sec): 3 clusters
  Score: Raw -2430188.717053 + Penalty 3297.565471 = -2426891.151581
  nChanged 0
		SP:Iteration 52F (29250.390000 sec): 3 clusters
  Score: Raw -2430188.717053 + Penalty 3297.565471 = -2426891.151581
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (7266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29250.510000 sec): 2 clusters
  Score: Raw -620041.760577 + Penalty 1444.781197 = -618596.979380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29250.710000 sec): 3 clusters
  Score: Raw -616019.507423 + Penalty 2889.562394 = -613129.945028
  nChanged 3073
		SP:Iteration 1F (29250.890000 sec): 3 clusters
  Score: Raw -617790.603043 + Penalty 2889.562394 = -614901.040649
  nChanged 636
		SP:Iteration 2F (29251.070000 sec): 3 clusters
  Score: Raw -618222.658861 + Penalty 2889.562394 = -615333.096467
  nChanged 536
		SP:Iteration 3F (29251.260000 sec): 3 clusters
  Score: Raw -618589.124963 + Penalty 2889.562394 = -615699.562568
  nChanged 440
		SP:Iteration 4F (29251.450000 sec): 3 clusters
  Score: Raw -618878.655281 + Penalty 2889.562394 = -615989.092887
  nChanged 366
		SP:Iteration 5F (29251.650000 sec): 3 clusters
  Score: Raw -619088.577707 + Penalty 2889.562394 = -616199.015313
  nChanged 309
		SP:Iteration 6Q (29251.790000 sec): 3 clusters
  Score: Raw -619269.433354 + Penalty 2889.562394 = -616379.870960
  nChanged 277
		SP:Iteration 7Q (29252.000000 sec): 3 clusters
  Score: Raw -619424.077063 + Penalty 2889.562394 = -616534.514669
  nChanged 231
		SP:Iteration 8Q (29252.120000 sec): 3 clusters
  Score: Raw -619545.017072 + Penalty 2889.562394 = -616655.454678
  nChanged 200
		SP:Iteration 9Q (29252.230000 sec): 3 clusters
  Score: Raw -619654.476329 + Penalty 2889.562394 = -616764.913934
  nChanged 192
		SP:Iteration 10Q (29252.440000 sec): 3 clusters
  Score: Raw -619754.903414 + Penalty 2889.562394 = -616865.341020
  nChanged 175
		SP:Iteration 11Q (29252.560000 sec): 3 clusters
  Score: Raw -619848.530018 + Penalty 2889.562394 = -616958.967624
  nChanged 166
		SP:Iteration 12Q (29252.770000 sec): 3 clusters
  Score: Raw -619948.433945 + Penalty 2889.562394 = -617058.871551
  nChanged 176
		SP:Iteration 13Q (29252.970000 sec): 3 clusters
  Score: Raw -620058.217369 + Penalty 2889.562394 = -617168.654975
  nChanged 161
		SP:Iteration 14Q (29253.180000 sec): 3 clusters
  Score: Raw -620136.413724 + Penalty 2889.562394 = -617246.851329
  nChanged 147
		SP:Iteration 15Q (29253.380000 sec): 3 clusters
  Score: Raw -620193.084279 + Penalty 2889.562394 = -617303.521885
  nChanged 119
		SP:Iteration 16Q (29253.580000 sec): 3 clusters
  Score: Raw -620231.014739 + Penalty 2889.562394 = -617341.452345
  nChanged 104
		SP:Iteration 17Q (29253.760000 sec): 3 clusters
  Score: Raw -620265.550467 + Penalty 2889.562394 = -617375.988072
  nChanged 84
		SP:Iteration 18Q (29253.970000 sec): 3 clusters
  Score: Raw -620292.327106 + Penalty 2889.562394 = -617402.764711
  nChanged 76
		SP:Iteration 19Q (29254.180000 sec): 3 clusters
  Score: Raw -620314.949261 + Penalty 2889.562394 = -617425.386867
  nChanged 72
		SP:Iteration 20F (29254.380000 sec): 3 clusters
  Score: Raw -620334.827300 + Penalty 2889.562394 = -617445.264906
  nChanged 61
		SP:Iteration 21Q (29254.580000 sec): 3 clusters
  Score: Raw -620352.123238 + Penalty 2889.562394 = -617462.560844
  nChanged 51
		SP:Iteration 22Q (29254.780000 sec): 3 clusters
  Score: Raw -620367.078134 + Penalty 2889.562394 = -617477.515739
  nChanged 48
		SP:Iteration 23Q (29254.970000 sec): 3 clusters
  Score: Raw -620378.282921 + Penalty 2889.562394 = -617488.720527
  nChanged 36
		SP:Iteration 24Q (29255.150000 sec): 3 clusters
  Score: Raw -620386.019152 + Penalty 2889.562394 = -617496.456758
  nChanged 28
		SP:Iteration 25Q (29255.350000 sec): 3 clusters
  Score: Raw -620390.640605 + Penalty 2889.562394 = -617501.078211
  nChanged 23
		SP:Iteration 26Q (29255.550000 sec): 3 clusters
  Score: Raw -620395.514159 + Penalty 2889.562394 = -617505.951765
  nChanged 29
		SP:Iteration 27Q (29255.750000 sec): 3 clusters
  Score: Raw -620400.039842 + Penalty 2889.562394 = -617510.477448
  nChanged 19
		SP:Iteration 28Q (29255.950000 sec): 3 clusters
  Score: Raw -620403.456727 + Penalty 2889.562394 = -617513.894333
  nChanged 20
		SP:Iteration 29Q (29256.150000 sec): 3 clusters
  Score: Raw -620407.571094 + Penalty 2889.562394 = -617518.008700
  nChanged 17
		SP:Iteration 30Q (29256.350000 sec): 3 clusters
  Score: Raw -620411.190037 + Penalty 2889.562394 = -617521.627643
  nChanged 20
		SP:Iteration 31Q (29256.550000 sec): 3 clusters
  Score: Raw -620414.360127 + Penalty 2889.562394 = -617524.797733
  nChanged 16
		SP:Iteration 32Q (29256.750000 sec): 3 clusters
  Score: Raw -620416.721692 + Penalty 2889.562394 = -617527.159298
  nChanged 15
		SP:Iteration 33Q (29256.990000 sec): 3 clusters
  Score: Raw -620419.795767 + Penalty 2889.562394 = -617530.233373
  nChanged 17
		SP:Iteration 34Q (29257.200000 sec): 3 clusters
  Score: Raw -620422.798744 + Penalty 2889.562394 = -617533.236350
  nChanged 19
		SP:Iteration 35Q (29257.400000 sec): 3 clusters
  Score: Raw -620425.185701 + Penalty 2889.562394 = -617535.623307
  nChanged 17
		SP:Iteration 36Q (29257.640000 sec): 3 clusters
  Score: Raw -620429.408564 + Penalty 2889.562394 = -617539.846170
  nChanged 20
		SP:Iteration 37Q (29257.850000 sec): 3 clusters
  Score: Raw -620434.602171 + Penalty 2889.562394 = -617545.039777
  nChanged 21
		SP:Iteration 38Q (29258.060000 sec): 3 clusters
  Score: Raw -620439.334154 + Penalty 2889.562394 = -617549.771760
  nChanged 29
		SP:Iteration 39Q (29258.170000 sec): 3 clusters
  Score: Raw -620447.017134 + Penalty 2889.562394 = -617557.454740
  nChanged 33
		SP:Iteration 40F (29258.320000 sec): 3 clusters
  Score: Raw -620453.117513 + Penalty 2889.562394 = -617563.555119
  nChanged 28
		SP:Iteration 41Q (29258.440000 sec): 3 clusters
  Score: Raw -620458.222424 + Penalty 2889.562394 = -617568.660030
  nChanged 26
		SP:Iteration 42Q (29258.550000 sec): 3 clusters
  Score: Raw -620463.246752 + Penalty 2889.562394 = -617573.684358
  nChanged 20
		SP:Iteration 43Q (29258.760000 sec): 3 clusters
  Score: Raw -620467.283312 + Penalty 2889.562394 = -617577.720918
  nChanged 15
		SP:Iteration 44Q (29258.880000 sec): 3 clusters
  Score: Raw -620468.934355 + Penalty 2889.562394 = -617579.371961
  nChanged 10
		SP:Iteration 45Q (29259.000000 sec): 3 clusters
  Score: Raw -620470.141831 + Penalty 2889.562394 = -617580.579436
  nChanged 8
		SP:Iteration 46Q (29259.200000 sec): 3 clusters
  Score: Raw -620471.139070 + Penalty 2889.562394 = -617581.576676
  nChanged 7
		SP:Iteration 47Q (29259.410000 sec): 3 clusters
  Score: Raw -620472.491477 + Penalty 2889.562394 = -617582.929082
  nChanged 10
		SP:Iteration 48Q (29259.520000 sec): 3 clusters
  Score: Raw -620475.023422 + Penalty 2889.562394 = -617585.461028
  nChanged 15
		SP:Iteration 49Q (29259.640000 sec): 3 clusters
  Score: Raw -620477.305022 + Penalty 2889.562394 = -617587.742628
  nChanged 10
		SP:Iteration 50Q (29259.860000 sec): 3 clusters
  Score: Raw -620478.623133 + Penalty 2889.562394 = -617589.060739
  nChanged 8
		SP:Iteration 51Q (29259.970000 sec): 3 clusters
  Score: Raw -620480.306281 + Penalty 2889.562394 = -617590.743887
  nChanged 12
		SP:Iteration 52Q (29260.200000 sec): 3 clusters
  Score: Raw -620481.967482 + Penalty 2889.562394 = -617592.405088
  nChanged 10
		SP:Iteration 53Q (29260.410000 sec): 3 clusters
  Score: Raw -620483.190902 + Penalty 2889.562394 = -617593.628508
  nChanged 8
		SP:Iteration 54Q (29260.520000 sec): 3 clusters
  Score: Raw -620484.402883 + Penalty 2889.562394 = -617594.840489
  nChanged 8
		SP:Iteration 55Q (29260.720000 sec): 3 clusters
  Score: Raw -620485.815128 + Penalty 2889.562394 = -617596.252733
  nChanged 9
		SP:Iteration 56Q (29260.830000 sec): 3 clusters
  Score: Raw -620487.447709 + Penalty 2889.562394 = -617597.885315
  nChanged 9
		SP:Iteration 57Q (29260.950000 sec): 3 clusters
  Score: Raw -620488.427326 + Penalty 2889.562394 = -617598.864931
  nChanged 7
		SP:Iteration 58Q (29261.160000 sec): 3 clusters
  Score: Raw -620489.625700 + Penalty 2889.562394 = -617600.063306
  nChanged 7
		SP:Iteration 59Q (29261.320000 sec): 3 clusters
  Score: Raw -620491.715756 + Penalty 2889.562394 = -617602.153362
  nChanged 6
		SP:Iteration 60F (29261.540000 sec): 3 clusters
  Score: Raw -620492.719490 + Penalty 2889.562394 = -617603.157096
  nChanged 9
		SP:Iteration 61Q (29261.740000 sec): 3 clusters
  Score: Raw -620493.802281 + Penalty 2889.562394 = -617604.239887
  nChanged 6
		SP:Iteration 62Q (29261.940000 sec): 3 clusters
  Score: Raw -620494.461809 + Penalty 2889.562394 = -617604.899415
  nChanged 9
		SP:Iteration 63Q (29262.140000 sec): 3 clusters
  Score: Raw -620495.520435 + Penalty 2889.562394 = -617605.958041
  nChanged 9
		SP:Iteration 64Q (29262.340000 sec): 3 clusters
  Score: Raw -620497.010539 + Penalty 2889.562394 = -617607.448145
  nChanged 9
		SP:Iteration 65Q (29262.540000 sec): 3 clusters
  Score: Raw -620498.163553 + Penalty 2889.562394 = -617608.601159
  nChanged 12
		SP:Iteration 66Q (29262.740000 sec): 3 clusters
  Score: Raw -620499.489766 + Penalty 2889.562394 = -617609.927372
  nChanged 9
		SP:Iteration 67Q (29262.940000 sec): 3 clusters
  Score: Raw -620500.762864 + Penalty 2889.562394 = -617611.200470
  nChanged 9
		SP:Iteration 68Q (29263.140000 sec): 3 clusters
  Score: Raw -620502.019316 + Penalty 2889.562394 = -617612.456922
  nChanged 15
		SP:Iteration 69Q (29263.340000 sec): 3 clusters
  Score: Raw -620505.149666 + Penalty 2889.562394 = -617615.587272
  nChanged 11
		SP:Iteration 70Q (29263.540000 sec): 3 clusters
  Score: Raw -620507.340597 + Penalty 2889.562394 = -617617.778203
  nChanged 9
		SP:Iteration 71Q (29263.740000 sec): 3 clusters
  Score: Raw -620509.167664 + Penalty 2889.562394 = -617619.605270
  nChanged 10
		SP:Iteration 72Q (29263.940000 sec): 3 clusters
  Score: Raw -620510.420555 + Penalty 2889.562394 = -617620.858161
  nChanged 5
		SP:Iteration 73Q (29264.140000 sec): 3 clusters
  Score: Raw -620511.109557 + Penalty 2889.562394 = -617621.547163
  nChanged 3
		SP:Iteration 74Q (29264.340000 sec): 3 clusters
  Score: Raw -620511.460504 + Penalty 2889.562394 = -617621.898110
  nChanged 2
		SP:Iteration 75Q (29264.550000 sec): 3 clusters
  Score: Raw -620511.598832 + Penalty 2889.562394 = -617622.036438
  nChanged 0
		SP:Iteration 76F (29264.750000 sec): 3 clusters
  Score: Raw -620511.598832 + Penalty 2889.562394 = -617622.036438
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (6081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29264.850000 sec): 2 clusters
  Score: Raw -414516.354755 + Penalty 1415.850221 = -413100.504535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29265.020000 sec): 3 clusters
  Score: Raw -411240.918652 + Penalty 2831.700441 = -408409.218211
  nChanged 2565
		SP:Iteration 1F (29265.190000 sec): 3 clusters
  Score: Raw -412876.135446 + Penalty 2831.700441 = -410044.435004
  nChanged 629
		SP:Iteration 2F (29265.350000 sec): 3 clusters
  Score: Raw -413424.690759 + Penalty 2831.700441 = -410592.990318
  nChanged 522
		SP:Iteration 3F (29265.520000 sec): 3 clusters
  Score: Raw -413889.531684 + Penalty 2831.700441 = -411057.831242
  nChanged 430
		SP:Iteration 4F (29265.680000 sec): 3 clusters
  Score: Raw -414275.356031 + Penalty 2831.700441 = -411443.655589
  nChanged 352
		SP:Iteration 5F (29265.850000 sec): 3 clusters
  Score: Raw -414545.314447 + Penalty 2831.700441 = -411713.614005
  nChanged 280
		SP:Iteration 6Q (29266.020000 sec): 3 clusters
  Score: Raw -414750.943534 + Penalty 2831.700441 = -411919.243092
  nChanged 235
		SP:Iteration 7Q (29266.180000 sec): 3 clusters
  Score: Raw -414900.584311 + Penalty 2831.700441 = -412068.883869
  nChanged 182
		SP:Iteration 8Q (29266.350000 sec): 3 clusters
  Score: Raw -414997.123474 + Penalty 2831.700441 = -412165.423033
  nChanged 143
		SP:Iteration 9Q (29266.510000 sec): 3 clusters
  Score: Raw -415056.384514 + Penalty 2831.700441 = -412224.684073
  nChanged 93
		SP:Iteration 10Q (29266.680000 sec): 3 clusters
  Score: Raw -415089.012132 + Penalty 2831.700441 = -412257.311690
  nChanged 61
		SP:Iteration 11Q (29266.850000 sec): 3 clusters
  Score: Raw -415110.007376 + Penalty 2831.700441 = -412278.306935
  nChanged 49
		SP:Iteration 12Q (29267.010000 sec): 3 clusters
  Score: Raw -415124.536297 + Penalty 2831.700441 = -412292.835856
  nChanged 36
		SP:Iteration 13Q (29267.180000 sec): 3 clusters
  Score: Raw -415134.668512 + Penalty 2831.700441 = -412302.968071
  nChanged 33
		SP:Iteration 14Q (29267.320000 sec): 3 clusters
  Score: Raw -415141.938535 + Penalty 2831.700441 = -412310.238093
  nChanged 24
		SP:Iteration 15Q (29267.450000 sec): 3 clusters
  Score: Raw -415147.715486 + Penalty 2831.700441 = -412316.015045
  nChanged 27
		SP:Iteration 16Q (29267.630000 sec): 3 clusters
  Score: Raw -415154.656046 + Penalty 2831.700441 = -412322.955604
  nChanged 22
		SP:Iteration 17Q (29267.850000 sec): 3 clusters
  Score: Raw -415159.057198 + Penalty 2831.700441 = -412327.356756
  nChanged 17
		SP:Iteration 18Q (29268.000000 sec): 3 clusters
  Score: Raw -415162.468558 + Penalty 2831.700441 = -412330.768117
  nChanged 16
		SP:Iteration 19Q (29268.160000 sec): 3 clusters
  Score: Raw -415166.072409 + Penalty 2831.700441 = -412334.371968
  nChanged 16
		SP:Iteration 20F (29268.330000 sec): 3 clusters
  Score: Raw -415170.085140 + Penalty 2831.700441 = -412338.384698
  nChanged 21
		SP:Iteration 21Q (29268.490000 sec): 3 clusters
  Score: Raw -415174.343018 + Penalty 2831.700441 = -412342.642576
  nChanged 14
		SP:Iteration 22Q (29268.650000 sec): 3 clusters
  Score: Raw -415177.696104 + Penalty 2831.700441 = -412345.995663
  nChanged 16
		SP:Iteration 23Q (29268.820000 sec): 3 clusters
  Score: Raw -415180.948391 + Penalty 2831.700441 = -412349.247949
  nChanged 11
		SP:Iteration 24Q (29268.920000 sec): 3 clusters
  Score: Raw -415183.173622 + Penalty 2831.700441 = -412351.473181
  nChanged 9
		SP:Iteration 25Q (29269.110000 sec): 3 clusters
  Score: Raw -415184.576378 + Penalty 2831.700441 = -412352.875937
  nChanged 9
		SP:Iteration 26Q (29269.310000 sec): 3 clusters
  Score: Raw -415185.533717 + Penalty 2831.700441 = -412353.833276
  nChanged 5
		SP:Iteration 27Q (29269.500000 sec): 3 clusters
  Score: Raw -415186.280616 + Penalty 2831.700441 = -412354.580175
  nChanged 8
		SP:Iteration 28Q (29269.680000 sec): 3 clusters
  Score: Raw -415187.840828 + Penalty 2831.700441 = -412356.140387
  nChanged 5
		SP:Iteration 29Q (29269.810000 sec): 3 clusters
  Score: Raw -415188.726637 + Penalty 2831.700441 = -412357.026195
  nChanged 1
		SP:Iteration 30Q (29269.980000 sec): 3 clusters
  Score: Raw -415188.869420 + Penalty 2831.700441 = -412357.168978
  nChanged 3
		SP:Iteration 31Q (29270.140000 sec): 3 clusters
  Score: Raw -415189.498893 + Penalty 2831.700441 = -412357.798452
  nChanged 2
		SP:Iteration 32Q (29270.310000 sec): 3 clusters
  Score: Raw -415189.649836 + Penalty 2831.700441 = -412357.949394
  nChanged 1
		SP:Iteration 33Q (29270.470000 sec): 3 clusters
  Score: Raw -415189.800146 + Penalty 2831.700441 = -412358.099705
  nChanged 1
		SP:Iteration 34Q (29270.640000 sec): 3 clusters
  Score: Raw -415190.038979 + Penalty 2831.700441 = -412358.338537
  nChanged 2
		SP:Iteration 35Q (29270.800000 sec): 3 clusters
  Score: Raw -415190.453176 + Penalty 2831.700441 = -412358.752734
  nChanged 3
		SP:Iteration 36Q (29270.970000 sec): 3 clusters
  Score: Raw -415190.721495 + Penalty 2831.700441 = -412359.021054
  nChanged 1
		SP:Iteration 37Q (29271.180000 sec): 3 clusters
  Score: Raw -415190.897032 + Penalty 2831.700441 = -412359.196591
  nChanged 1
		SP:Iteration 38Q (29271.340000 sec): 3 clusters
  Score: Raw -415190.930477 + Penalty 2831.700441 = -412359.230036
  nChanged 1
		SP:Iteration 39Q (29271.510000 sec): 3 clusters
  Score: Raw -415191.020624 + Penalty 2831.700441 = -412359.320182
  nChanged 1
		SP:Iteration 40F (29271.700000 sec): 3 clusters
  Score: Raw -415191.199771 + Penalty 2831.700441 = -412359.499329
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29271.790000 sec): 2 clusters
  Score: Raw -99705.076723 + Penalty 1147.327409 = -98557.749313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29271.970000 sec): 3 clusters
  Score: Raw -99339.772288 + Penalty 2294.654819 = -97045.117469
  nChanged 361
		SP:Iteration 1F (29272.140000 sec): 3 clusters
  Score: Raw -99710.926650 + Penalty 2294.654819 = -97416.271831
  nChanged 95
		SP:Iteration 2F (29272.310000 sec): 3 clusters
  Score: Raw -99830.807143 + Penalty 2294.654819 = -97536.152324
  nChanged 65
		SP:Iteration 3F (29272.460000 sec): 3 clusters
  Score: Raw -99912.088891 + Penalty 2294.654819 = -97617.434072
  nChanged 50
		SP:Iteration 4Q (29272.620000 sec): 3 clusters
  Score: Raw -99973.416789 + Penalty 2294.654819 = -97678.761970
  nChanged 31
		SP:Iteration 5Q (29272.800000 sec): 3 clusters
  Score: Raw -100016.102771 + Penalty 2294.654819 = -97721.447952
  nChanged 29
		SP:Iteration 6Q (29272.970000 sec): 3 clusters
  Score: Raw -100056.692202 + Penalty 2294.654819 = -97762.037383
  nChanged 19
		SP:Iteration 7Q (29273.150000 sec): 3 clusters
  Score: Raw -100074.414332 + Penalty 2294.654819 = -97779.759513
  nChanged 10
		SP:Iteration 8Q (29273.330000 sec): 3 clusters
  Score: Raw -100085.973217 + Penalty 2294.654819 = -97791.318398
  nChanged 9
		SP:Iteration 9Q (29273.500000 sec): 3 clusters
  Score: Raw -100097.865913 + Penalty 2294.654819 = -97803.211094
  nChanged 10
		SP:Iteration 10Q (29273.610000 sec): 3 clusters
  Score: Raw -100110.117036 + Penalty 2294.654819 = -97815.462217
  nChanged 9
		SP:Iteration 11Q (29273.630000 sec): 3 clusters
  Score: Raw -100123.226474 + Penalty 2294.654819 = -97828.571655
  nChanged 9
		SP:Iteration 12Q (29273.660000 sec): 3 clusters
  Score: Raw -100134.474827 + Penalty 2294.654819 = -97839.820008
  nChanged 8
		SP:Iteration 13Q (29273.680000 sec): 3 clusters
  Score: Raw -100144.105688 + Penalty 2294.654819 = -97849.450869
  nChanged 11
		SP:Iteration 14Q (29273.710000 sec): 3 clusters
  Score: Raw -100155.272819 + Penalty 2294.654819 = -97860.618000
  nChanged 10
		SP:Iteration 15Q (29273.730000 sec): 3 clusters
  Score: Raw -100172.023242 + Penalty 2294.654819 = -97877.368423
  nChanged 15
		SP:Iteration 16Q (29273.760000 sec): 3 clusters
  Score: Raw -100190.849925 + Penalty 2294.654819 = -97896.195106
  nChanged 11
		SP:Iteration 17Q (29273.790000 sec): 3 clusters
  Score: Raw -100201.750876 + Penalty 2294.654819 = -97907.096058
  nChanged 8
		SP:Iteration 18Q (29273.810000 sec): 3 clusters
  Score: Raw -100210.102940 + Penalty 2294.654819 = -97915.448121
  nChanged 8
		SP:Iteration 19Q (29273.830000 sec): 3 clusters
  Score: Raw -100219.676717 + Penalty 2294.654819 = -97925.021898
  nChanged 8
		SP:Iteration 20F (29273.860000 sec): 3 clusters
  Score: Raw -100227.820030 + Penalty 2294.654819 = -97933.165211
  nChanged 9
		SP:Iteration 21Q (29273.890000 sec): 3 clusters
  Score: Raw -100236.313304 + Penalty 2294.654819 = -97941.658485
  nChanged 7
		SP:Iteration 22Q (29273.910000 sec): 3 clusters
  Score: Raw -100242.016107 + Penalty 2294.654819 = -97947.361288
  nChanged 4
		SP:Iteration 23Q (29273.940000 sec): 3 clusters
  Score: Raw -100246.644209 + Penalty 2294.654819 = -97951.989390
  nChanged 4
		SP:Iteration 24Q (29273.960000 sec): 3 clusters
  Score: Raw -100250.762203 + Penalty 2294.654819 = -97956.107385
  nChanged 6
		SP:Iteration 25Q (29273.990000 sec): 3 clusters
  Score: Raw -100255.477923 + Penalty 2294.654819 = -97960.823104
  nChanged 5
		SP:Iteration 26Q (29274.010000 sec): 3 clusters
  Score: Raw -100258.433242 + Penalty 2294.654819 = -97963.778423
  nChanged 3
		SP:Iteration 27Q (29274.040000 sec): 3 clusters
  Score: Raw -100261.045214 + Penalty 2294.654819 = -97966.390395
  nChanged 3
		SP:Iteration 28Q (29274.060000 sec): 3 clusters
  Score: Raw -100263.131137 + Penalty 2294.654819 = -97968.476318
  nChanged 1
		SP:Iteration 29Q (29274.090000 sec): 3 clusters
  Score: Raw -100263.593246 + Penalty 2294.654819 = -97968.938427
  nChanged 1
		SP:Iteration 30Q (29274.110000 sec): 3 clusters
  Score: Raw -100263.820112 + Penalty 2294.654819 = -97969.165293
  nChanged 1
		SP:Iteration 31Q (29274.140000 sec): 3 clusters
  Score: Raw -100265.146334 + Penalty 2294.654819 = -97970.491515
  nChanged 3
		SP:Iteration 32Q (29274.170000 sec): 3 clusters
  Score: Raw -100267.020921 + Penalty 2294.654819 = -97972.366102
  nChanged 4
		SP:Iteration 33Q (29274.190000 sec): 3 clusters
  Score: Raw -100269.651439 + Penalty 2294.654819 = -97974.996620
  nChanged 3
		SP:Iteration 34Q (29274.220000 sec): 3 clusters
  Score: Raw -100273.854388 + Penalty 2294.654819 = -97979.199570
  nChanged 2
		SP:Iteration 35Q (29274.240000 sec): 3 clusters
  Score: Raw -100276.705518 + Penalty 2294.654819 = -97982.050699
  nChanged 1
		SP:Iteration 36Q (29274.270000 sec): 3 clusters
  Score: Raw -100277.216605 + Penalty 2294.654819 = -97982.561786
  nChanged 1
		SP:Iteration 37Q (29274.290000 sec): 3 clusters
  Score: Raw -100279.061411 + Penalty 2294.654819 = -97984.406592
  nChanged 1
		SP:Iteration 38Q (29274.320000 sec): 3 clusters
  Score: Raw -100279.600072 + Penalty 2294.654819 = -97984.945253
  nChanged 0
		SP:Iteration 39F (29274.340000 sec): 3 clusters
  Score: Raw -100279.600072 + Penalty 2294.654819 = -97984.945253
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (10719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29274.490000 sec): 2 clusters
  Score: Raw -906067.923649 + Penalty 1507.963136 = -904559.960513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29274.740000 sec): 3 clusters
  Score: Raw -900045.225223 + Penalty 3015.926273 = -897029.298951
  nChanged 4633
		SP:Iteration 1F (29274.970000 sec): 3 clusters
  Score: Raw -902908.577739 + Penalty 3015.926273 = -899892.651466
  nChanged 895
		SP:Iteration 2F (29275.190000 sec): 3 clusters
  Score: Raw -903660.526565 + Penalty 3015.926273 = -900644.600293
  nChanged 846
		SP:Iteration 3F (29275.490000 sec): 3 clusters
  Score: Raw -904348.477773 + Penalty 3015.926273 = -901332.551500
  nChanged 724
		SP:Iteration 4F (29275.630000 sec): 3 clusters
  Score: Raw -904925.420898 + Penalty 3015.926273 = -901909.494625
  nChanged 650
		SP:Iteration 5F (29275.850000 sec): 3 clusters
  Score: Raw -905387.193540 + Penalty 3015.926273 = -902371.267267
  nChanged 509
		SP:Iteration 6Q (29275.990000 sec): 3 clusters
  Score: Raw -905700.570170 + Penalty 3015.926273 = -902684.643897
  nChanged 424
		SP:Iteration 7Q (29276.290000 sec): 3 clusters
  Score: Raw -905932.787952 + Penalty 3015.926273 = -902916.861679
  nChanged 333
		SP:Iteration 8Q (29276.480000 sec): 3 clusters
  Score: Raw -906116.811480 + Penalty 3015.926273 = -903100.885208
  nChanged 290
		SP:Iteration 9Q (29276.690000 sec): 3 clusters
  Score: Raw -906300.897558 + Penalty 3015.926273 = -903284.971285
  nChanged 276
		SP:Iteration 10Q (29276.910000 sec): 3 clusters
  Score: Raw -906461.363382 + Penalty 3015.926273 = -903445.437109
  nChanged 263
		SP:Iteration 11Q (29277.170000 sec): 3 clusters
  Score: Raw -906608.453829 + Penalty 3015.926273 = -903592.527556
  nChanged 225
		SP:Iteration 12Q (29277.430000 sec): 3 clusters
  Score: Raw -906719.447125 + Penalty 3015.926273 = -903703.520853
  nChanged 193
		SP:Iteration 13Q (29277.690000 sec): 3 clusters
  Score: Raw -906801.652947 + Penalty 3015.926273 = -903785.726675
  nChanged 155
		SP:Iteration 14Q (29277.910000 sec): 3 clusters
  Score: Raw -906864.065420 + Penalty 3015.926273 = -903848.139148
  nChanged 126
		SP:Iteration 15Q (29278.120000 sec): 3 clusters
  Score: Raw -906907.478027 + Penalty 3015.926273 = -903891.551754
  nChanged 80
		SP:Iteration 16Q (29278.340000 sec): 3 clusters
  Score: Raw -906931.916507 + Penalty 3015.926273 = -903915.990234
  nChanged 64
		SP:Iteration 17Q (29278.610000 sec): 3 clusters
  Score: Raw -906951.802570 + Penalty 3015.926273 = -903935.876297
  nChanged 56
		SP:Iteration 18Q (29278.870000 sec): 3 clusters
  Score: Raw -906969.463387 + Penalty 3015.926273 = -903953.537114
  nChanged 49
		SP:Iteration 19Q (29279.130000 sec): 3 clusters
  Score: Raw -906982.541598 + Penalty 3015.926273 = -903966.615325
  nChanged 38
		SP:Iteration 20F (29279.340000 sec): 3 clusters
  Score: Raw -906990.881013 + Penalty 3015.926273 = -903974.954740
  nChanged 35
		SP:Iteration 21Q (29279.560000 sec): 3 clusters
  Score: Raw -906997.903137 + Penalty 3015.926273 = -903981.976864
  nChanged 29
		SP:Iteration 22Q (29279.770000 sec): 3 clusters
  Score: Raw -907004.091784 + Penalty 3015.926273 = -903988.165511
  nChanged 30
		SP:Iteration 23Q (29279.960000 sec): 3 clusters
  Score: Raw -907011.716757 + Penalty 3015.926273 = -903995.790485
  nChanged 31
		SP:Iteration 24Q (29280.100000 sec): 3 clusters
  Score: Raw -907022.688613 + Penalty 3015.926273 = -904006.762341
  nChanged 40
		SP:Iteration 25Q (29280.410000 sec): 3 clusters
  Score: Raw -907033.556721 + Penalty 3015.926273 = -904017.630448
  nChanged 41
		SP:Iteration 26Q (29280.580000 sec): 3 clusters
  Score: Raw -907042.578630 + Penalty 3015.926273 = -904026.652358
  nChanged 36
		SP:Iteration 27Q (29280.720000 sec): 3 clusters
  Score: Raw -907048.566690 + Penalty 3015.926273 = -904032.640418
  nChanged 39
		SP:Iteration 28Q (29280.970000 sec): 3 clusters
  Score: Raw -907054.758423 + Penalty 3015.926273 = -904038.832150
  nChanged 31
		SP:Iteration 29Q (29281.190000 sec): 3 clusters
  Score: Raw -907059.457344 + Penalty 3015.926273 = -904043.531071
  nChanged 33
		SP:Iteration 30Q (29281.410000 sec): 3 clusters
  Score: Raw -907064.912607 + Penalty 3015.926273 = -904048.986334
  nChanged 31
		SP:Iteration 31Q (29281.670000 sec): 3 clusters
  Score: Raw -907069.412259 + Penalty 3015.926273 = -904053.485986
  nChanged 25
		SP:Iteration 32Q (29281.930000 sec): 3 clusters
  Score: Raw -907073.312150 + Penalty 3015.926273 = -904057.385877
  nChanged 28
		SP:Iteration 33Q (29282.150000 sec): 3 clusters
  Score: Raw -907078.069447 + Penalty 3015.926273 = -904062.143174
  nChanged 24
		SP:Iteration 34Q (29282.370000 sec): 3 clusters
  Score: Raw -907081.290011 + Penalty 3015.926273 = -904065.363739
  nChanged 19
		SP:Iteration 35Q (29282.640000 sec): 3 clusters
  Score: Raw -907084.012421 + Penalty 3015.926273 = -904068.086148
  nChanged 14
		SP:Iteration 36Q (29282.940000 sec): 3 clusters
  Score: Raw -907086.822411 + Penalty 3015.926273 = -904070.896138
  nChanged 11
		SP:Iteration 37Q (29283.130000 sec): 3 clusters
  Score: Raw -907088.587782 + Penalty 3015.926273 = -904072.661509
  nChanged 11
		SP:Iteration 38Q (29283.390000 sec): 3 clusters
  Score: Raw -907089.840921 + Penalty 3015.926273 = -904073.914648
  nChanged 6
		SP:Iteration 39Q (29283.650000 sec): 3 clusters
  Score: Raw -907090.426793 + Penalty 3015.926273 = -904074.500521
  nChanged 5
		SP:Iteration 40F (29283.790000 sec): 3 clusters
  Score: Raw -907090.802557 + Penalty 3015.926273 = -904074.876285
  nChanged 3
		SP:Iteration 41Q (29284.070000 sec): 3 clusters
  Score: Raw -907091.148681 + Penalty 3015.926273 = -904075.222408
  nChanged 5
		SP:Iteration 42Q (29284.330000 sec): 3 clusters
  Score: Raw -907091.623473 + Penalty 3015.926273 = -904075.697200
  nChanged 3
		SP:Iteration 43Q (29284.590000 sec): 3 clusters
  Score: Raw -907091.801760 + Penalty 3015.926273 = -904075.875487
  nChanged 1
		SP:Iteration 44Q (29284.810000 sec): 3 clusters
  Score: Raw -907091.832145 + Penalty 3015.926273 = -904075.905872
  nChanged 1
		SP:Iteration 45Q (29285.030000 sec): 3 clusters
  Score: Raw -907091.859146 + Penalty 3015.926273 = -904075.932874
  nChanged 0
		SP:Iteration 46F (29285.250000 sec): 3 clusters
  Score: Raw -907091.859146 + Penalty 3015.926273 = -904075.932874
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29285.350000 sec): 2 clusters
  Score: Raw -66958.598090 + Penalty 1101.182386 = -65857.415703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29285.520000 sec): 3 clusters
  Score: Raw -66738.184917 + Penalty 2202.364773 = -64535.820144
  nChanged 244
		SP:Iteration 1F (29285.700000 sec): 3 clusters
  Score: Raw -67045.257992 + Penalty 2202.364773 = -64842.893219
  nChanged 95
		SP:Iteration 2F (29285.860000 sec): 3 clusters
  Score: Raw -67204.881108 + Penalty 2202.364773 = -65002.516336
  nChanged 67
		SP:Iteration 3F (29285.970000 sec): 3 clusters
  Score: Raw -67310.860557 + Penalty 2202.364773 = -65108.495785
  nChanged 38
		SP:Iteration 4Q (29286.140000 sec): 3 clusters
  Score: Raw -67376.660332 + Penalty 2202.364773 = -65174.295559
  nChanged 31
		SP:Iteration 5Q (29286.310000 sec): 3 clusters
  Score: Raw -67429.256838 + Penalty 2202.364773 = -65226.892066
  nChanged 31
		SP:Iteration 6Q (29286.490000 sec): 3 clusters
  Score: Raw -67470.642838 + Penalty 2202.364773 = -65268.278066
  nChanged 20
		SP:Iteration 7Q (29286.670000 sec): 3 clusters
  Score: Raw -67495.086888 + Penalty 2202.364773 = -65292.722116
  nChanged 12
		SP:Iteration 8Q (29286.840000 sec): 3 clusters
  Score: Raw -67506.894971 + Penalty 2202.364773 = -65304.530198
  nChanged 7
		SP:Iteration 9Q (29287.010000 sec): 3 clusters
  Score: Raw -67515.631637 + Penalty 2202.364773 = -65313.266864
  nChanged 9
		SP:Iteration 10Q (29287.110000 sec): 3 clusters
  Score: Raw -67530.364517 + Penalty 2202.364773 = -65327.999745
  nChanged 10
		SP:Iteration 11Q (29287.130000 sec): 3 clusters
  Score: Raw -67544.056324 + Penalty 2202.364773 = -65341.691551
  nChanged 9
		SP:Iteration 12Q (29287.150000 sec): 3 clusters
  Score: Raw -67552.493395 + Penalty 2202.364773 = -65350.128622
  nChanged 6
		SP:Iteration 13Q (29287.170000 sec): 3 clusters
  Score: Raw -67558.276558 + Penalty 2202.364773 = -65355.911785
  nChanged 3
		SP:Iteration 14Q (29287.200000 sec): 3 clusters
  Score: Raw -67565.733304 + Penalty 2202.364773 = -65363.368532
  nChanged 4
		SP:Iteration 15Q (29287.230000 sec): 3 clusters
  Score: Raw -67573.359724 + Penalty 2202.364773 = -65370.994952
  nChanged 5
		SP:Iteration 16Q (29287.250000 sec): 3 clusters
  Score: Raw -67579.986257 + Penalty 2202.364773 = -65377.621485
  nChanged 7
		SP:Iteration 17Q (29287.270000 sec): 3 clusters
  Score: Raw -67588.977389 + Penalty 2202.364773 = -65386.612617
  nChanged 6
		SP:Iteration 18Q (29287.300000 sec): 3 clusters
  Score: Raw -67598.301892 + Penalty 2202.364773 = -65395.937120
  nChanged 12
		SP:Iteration 19Q (29287.320000 sec): 3 clusters
  Score: Raw -67634.061016 + Penalty 2202.364773 = -65431.696244
  nChanged 19
		SP:Iteration 20F (29287.350000 sec): 3 clusters
  Score: Raw -67723.406434 + Penalty 2202.364773 = -65521.041661
  nChanged 16
		SP:Iteration 21Q (29287.370000 sec): 3 clusters
  Score: Raw -67843.548999 + Penalty 2202.364773 = -65641.184227
  nChanged 19
		SP:Iteration 22Q (29287.390000 sec): 3 clusters
  Score: Raw -67962.561791 + Penalty 2202.364773 = -65760.197019
  nChanged 12
		SP:Iteration 23Q (29287.420000 sec): 3 clusters
  Score: Raw -68009.933639 + Penalty 2202.364773 = -65807.568866
  nChanged 7
		SP:Iteration 24Q (29287.450000 sec): 3 clusters
  Score: Raw -68022.378426 + Penalty 2202.364773 = -65820.013653
  nChanged 0
		SP:Iteration 25F (29287.470000 sec): 3 clusters
  Score: Raw -68022.378426 + Penalty 2202.364773 = -65820.013653
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (2514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29287.530000 sec): 2 clusters
  Score: Raw -209329.982379 + Penalty 1272.314938 = -208057.667441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29287.590000 sec): 3 clusters
  Score: Raw -208232.601788 + Penalty 2544.629876 = -205687.971911
  nChanged 921
		SP:Iteration 1F (29287.640000 sec): 3 clusters
  Score: Raw -208990.949322 + Penalty 2544.629876 = -206446.319445
  nChanged 262
		SP:Iteration 2F (29287.690000 sec): 3 clusters
  Score: Raw -209231.559682 + Penalty 2544.629876 = -206686.929805
  nChanged 150
		SP:Iteration 3F (29287.740000 sec): 3 clusters
  Score: Raw -209348.760790 + Penalty 2544.629876 = -206804.130914
  nChanged 99
		SP:Iteration 4Q (29287.790000 sec): 3 clusters
  Score: Raw -209412.891467 + Penalty 2544.629876 = -206868.261591
  nChanged 61
		SP:Iteration 5Q (29287.840000 sec): 3 clusters
  Score: Raw -209450.009185 + Penalty 2544.629876 = -206905.379309
  nChanged 49
		SP:Iteration 6Q (29287.890000 sec): 3 clusters
  Score: Raw -209482.598002 + Penalty 2544.629876 = -206937.968126
  nChanged 39
		SP:Iteration 7Q (29287.950000 sec): 3 clusters
  Score: Raw -209502.297728 + Penalty 2544.629876 = -206957.667851
  nChanged 29
		SP:Iteration 8Q (29288.000000 sec): 3 clusters
  Score: Raw -209514.710092 + Penalty 2544.629876 = -206970.080215
  nChanged 15
		SP:Iteration 9Q (29288.050000 sec): 3 clusters
  Score: Raw -209521.342026 + Penalty 2544.629876 = -206976.712150
  nChanged 12
		SP:Iteration 10Q (29288.100000 sec): 3 clusters
  Score: Raw -209526.732946 + Penalty 2544.629876 = -206982.103069
  nChanged 14
		SP:Iteration 11Q (29288.150000 sec): 3 clusters
  Score: Raw -209532.908072 + Penalty 2544.629876 = -206988.278196
  nChanged 6
		SP:Iteration 12Q (29288.200000 sec): 3 clusters
  Score: Raw -209535.761058 + Penalty 2544.629876 = -206991.131182
  nChanged 6
		SP:Iteration 13Q (29288.250000 sec): 3 clusters
  Score: Raw -209537.728204 + Penalty 2544.629876 = -206993.098327
  nChanged 6
		SP:Iteration 14Q (29288.300000 sec): 3 clusters
  Score: Raw -209540.651122 + Penalty 2544.629876 = -206996.021245
  nChanged 8
		SP:Iteration 15Q (29288.350000 sec): 3 clusters
  Score: Raw -209544.613501 + Penalty 2544.629876 = -206999.983625
  nChanged 10
		SP:Iteration 16Q (29288.400000 sec): 3 clusters
  Score: Raw -209549.233437 + Penalty 2544.629876 = -207004.603561
  nChanged 9
		SP:Iteration 17Q (29288.450000 sec): 3 clusters
  Score: Raw -209553.311138 + Penalty 2544.629876 = -207008.681262
  nChanged 5
		SP:Iteration 18Q (29288.510000 sec): 3 clusters
  Score: Raw -209555.233019 + Penalty 2544.629876 = -207010.603143
  nChanged 7
		SP:Iteration 19Q (29288.560000 sec): 3 clusters
  Score: Raw -209558.677726 + Penalty 2544.629876 = -207014.047849
  nChanged 6
		SP:Iteration 20F (29288.610000 sec): 3 clusters
  Score: Raw -209560.697909 + Penalty 2544.629876 = -207016.068032
  nChanged 8
		SP:Iteration 21Q (29288.660000 sec): 3 clusters
  Score: Raw -209563.679881 + Penalty 2544.629876 = -207019.050005
  nChanged 5
		SP:Iteration 22Q (29288.710000 sec): 3 clusters
  Score: Raw -209565.325683 + Penalty 2544.629876 = -207020.695806
  nChanged 2
		SP:Iteration 23Q (29288.760000 sec): 3 clusters
  Score: Raw -209566.126551 + Penalty 2544.629876 = -207021.496674
  nChanged 4
		SP:Iteration 24Q (29288.810000 sec): 3 clusters
  Score: Raw -209568.232967 + Penalty 2544.629876 = -207023.603090
  nChanged 8
		SP:Iteration 25Q (29288.860000 sec): 3 clusters
  Score: Raw -209573.524100 + Penalty 2544.629876 = -207028.894223
  nChanged 13
		SP:Iteration 26Q (29288.910000 sec): 3 clusters
  Score: Raw -209579.895993 + Penalty 2544.629876 = -207035.266117
  nChanged 9
		SP:Iteration 27Q (29288.970000 sec): 3 clusters
  Score: Raw -209584.286125 + Penalty 2544.629876 = -207039.656248
  nChanged 8
		SP:Iteration 28Q (29289.020000 sec): 3 clusters
  Score: Raw -209587.883849 + Penalty 2544.629876 = -207043.253972
  nChanged 4
		SP:Iteration 29Q (29289.070000 sec): 3 clusters
  Score: Raw -209589.798254 + Penalty 2544.629876 = -207045.168378
  nChanged 7
		SP:Iteration 30Q (29289.120000 sec): 3 clusters
  Score: Raw -209592.868075 + Penalty 2544.629876 = -207048.238199
  nChanged 3
		SP:Iteration 31Q (29289.180000 sec): 3 clusters
  Score: Raw -209594.092488 + Penalty 2544.629876 = -207049.462611
  nChanged 2
		SP:Iteration 32Q (29289.230000 sec): 3 clusters
  Score: Raw -209594.687420 + Penalty 2544.629876 = -207050.057543
  nChanged 2
		SP:Iteration 33Q (29289.280000 sec): 3 clusters
  Score: Raw -209595.051592 + Penalty 2544.629876 = -207050.421715
  nChanged 0
		SP:Iteration 34F (29289.330000 sec): 3 clusters
  Score: Raw -209595.051592 + Penalty 2544.629876 = -207050.421715
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (9035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29289.470000 sec): 2 clusters
  Score: Raw -700120.574948 + Penalty 1480.189945 = -698640.385002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29289.660000 sec): 3 clusters
  Score: Raw -695015.689662 + Penalty 2960.379891 = -692055.309771
  nChanged 3930
		SP:Iteration 1F (29289.850000 sec): 3 clusters
  Score: Raw -697304.231664 + Penalty 2960.379891 = -694343.851773
  nChanged 675
		SP:Iteration 2F (29290.040000 sec): 3 clusters
  Score: Raw -697657.399555 + Penalty 2960.379891 = -694697.019664
  nChanged 553
		SP:Iteration 3F (29290.230000 sec): 3 clusters
  Score: Raw -697949.097104 + Penalty 2960.379891 = -694988.717213
  nChanged 479
		SP:Iteration 4F (29290.420000 sec): 3 clusters
  Score: Raw -698206.500072 + Penalty 2960.379891 = -695246.120181
  nChanged 457
		SP:Iteration 5F (29290.620000 sec): 3 clusters
  Score: Raw -698487.728899 + Penalty 2960.379891 = -695527.349008
  nChanged 432
		SP:Iteration 6Q (29290.800000 sec): 3 clusters
  Score: Raw -698743.596913 + Penalty 2960.379891 = -695783.217022
  nChanged 399
		SP:Iteration 7Q (29290.990000 sec): 3 clusters
  Score: Raw -699014.416305 + Penalty 2960.379891 = -696054.036414
  nChanged 413
		SP:Iteration 8Q (29291.180000 sec): 3 clusters
  Score: Raw -699289.658596 + Penalty 2960.379891 = -696329.278705
  nChanged 382
		SP:Iteration 9Q (29291.370000 sec): 3 clusters
  Score: Raw -699577.491896 + Penalty 2960.379891 = -696617.112005
  nChanged 321
		SP:Iteration 10Q (29291.560000 sec): 3 clusters
  Score: Raw -699824.024650 + Penalty 2960.379891 = -696863.644759
  nChanged 292
		SP:Iteration 11Q (29291.750000 sec): 3 clusters
  Score: Raw -700076.375973 + Penalty 2960.379891 = -697115.996082
  nChanged 246
		SP:Iteration 12Q (29291.940000 sec): 3 clusters
  Score: Raw -700279.180981 + Penalty 2960.379891 = -697318.801090
  nChanged 214
		SP:Iteration 13Q (29292.130000 sec): 3 clusters
  Score: Raw -700404.896333 + Penalty 2960.379891 = -697444.516442
  nChanged 152
		SP:Iteration 14Q (29292.320000 sec): 3 clusters
  Score: Raw -700491.581004 + Penalty 2960.379891 = -697531.201113
  nChanged 122
		SP:Iteration 15Q (29292.510000 sec): 3 clusters
  Score: Raw -700550.966536 + Penalty 2960.379891 = -697590.586645
  nChanged 92
		SP:Iteration 16Q (29292.700000 sec): 3 clusters
  Score: Raw -700587.851880 + Penalty 2960.379891 = -697627.471989
  nChanged 71
		SP:Iteration 17Q (29292.890000 sec): 3 clusters
  Score: Raw -700614.194308 + Penalty 2960.379891 = -697653.814417
  nChanged 64
		SP:Iteration 18Q (29293.080000 sec): 3 clusters
  Score: Raw -700639.545103 + Penalty 2960.379891 = -697679.165212
  nChanged 53
		SP:Iteration 19Q (29293.260000 sec): 3 clusters
  Score: Raw -700654.849735 + Penalty 2960.379891 = -697694.469844
  nChanged 43
		SP:Iteration 20F (29293.460000 sec): 3 clusters
  Score: Raw -700666.838502 + Penalty 2960.379891 = -697706.458611
  nChanged 39
		SP:Iteration 21Q (29293.640000 sec): 3 clusters
  Score: Raw -700680.528757 + Penalty 2960.379891 = -697720.148866
  nChanged 41
		SP:Iteration 22Q (29293.830000 sec): 3 clusters
  Score: Raw -700693.426323 + Penalty 2960.379891 = -697733.046432
  nChanged 29
		SP:Iteration 23Q (29294.030000 sec): 3 clusters
  Score: Raw -700702.928808 + Penalty 2960.379891 = -697742.548917
  nChanged 41
		SP:Iteration 24Q (29294.220000 sec): 3 clusters
  Score: Raw -700716.880313 + Penalty 2960.379891 = -697756.500422
  nChanged 33
		SP:Iteration 25Q (29294.410000 sec): 3 clusters
  Score: Raw -700726.373573 + Penalty 2960.379891 = -697765.993682
  nChanged 25
		SP:Iteration 26Q (29294.600000 sec): 3 clusters
  Score: Raw -700731.176824 + Penalty 2960.379891 = -697770.796934
  nChanged 24
		SP:Iteration 27Q (29294.790000 sec): 3 clusters
  Score: Raw -700736.303740 + Penalty 2960.379891 = -697775.923849
  nChanged 21
		SP:Iteration 28Q (29294.970000 sec): 3 clusters
  Score: Raw -700740.005275 + Penalty 2960.379891 = -697779.625384
  nChanged 11
		SP:Iteration 29Q (29295.170000 sec): 3 clusters
  Score: Raw -700742.071106 + Penalty 2960.379891 = -697781.691215
  nChanged 4
		SP:Iteration 30Q (29295.360000 sec): 3 clusters
  Score: Raw -700742.848862 + Penalty 2960.379891 = -697782.468971
  nChanged 9
		SP:Iteration 31Q (29295.550000 sec): 3 clusters
  Score: Raw -700744.876844 + Penalty 2960.379891 = -697784.496953
  nChanged 6
		SP:Iteration 32Q (29295.740000 sec): 3 clusters
  Score: Raw -700745.822579 + Penalty 2960.379891 = -697785.442688
  nChanged 6
		SP:Iteration 33Q (29295.940000 sec): 3 clusters
  Score: Raw -700747.073635 + Penalty 2960.379891 = -697786.693744
  nChanged 8
		SP:Iteration 34Q (29296.120000 sec): 3 clusters
  Score: Raw -700748.574222 + Penalty 2960.379891 = -697788.194331
  nChanged 10
		SP:Iteration 35Q (29296.320000 sec): 3 clusters
  Score: Raw -700749.990703 + Penalty 2960.379891 = -697789.610812
  nChanged 7
		SP:Iteration 36Q (29296.510000 sec): 3 clusters
  Score: Raw -700751.035110 + Penalty 2960.379891 = -697790.655219
  nChanged 7
		SP:Iteration 37Q (29296.700000 sec): 3 clusters
  Score: Raw -700752.214457 + Penalty 2960.379891 = -697791.834566
  nChanged 7
		SP:Iteration 38Q (29296.900000 sec): 3 clusters
  Score: Raw -700753.173761 + Penalty 2960.379891 = -697792.793870
  nChanged 4
		SP:Iteration 39Q (29297.090000 sec): 3 clusters
  Score: Raw -700753.620320 + Penalty 2960.379891 = -697793.240429
  nChanged 1
		SP:Iteration 40F (29297.280000 sec): 3 clusters
  Score: Raw -700754.002429 + Penalty 2960.379891 = -697793.622538
  nChanged 3
		SP:Iteration 41Q (29297.470000 sec): 3 clusters
  Score: Raw -700754.569532 + Penalty 2960.379891 = -697794.189641
  nChanged 5
		SP:Iteration 42Q (29297.660000 sec): 3 clusters
  Score: Raw -700755.835876 + Penalty 2960.379891 = -697795.455985
  nChanged 4
		SP:Iteration 43Q (29297.850000 sec): 3 clusters
  Score: Raw -700756.275790 + Penalty 2960.379891 = -697795.895899
  nChanged 1
		SP:Iteration 44Q (29298.040000 sec): 3 clusters
  Score: Raw -700756.443830 + Penalty 2960.379891 = -697796.063939
  nChanged 2
		SP:Iteration 45Q (29298.240000 sec): 3 clusters
  Score: Raw -700756.898659 + Penalty 2960.379891 = -697796.518768
  nChanged 1
		SP:Iteration 46Q (29298.420000 sec): 3 clusters
  Score: Raw -700757.211217 + Penalty 2960.379891 = -697796.831326
  nChanged 4
		SP:Iteration 47Q (29298.610000 sec): 3 clusters
  Score: Raw -700757.646865 + Penalty 2960.379891 = -697797.266974
  nChanged 3
		SP:Iteration 48Q (29298.810000 sec): 3 clusters
  Score: Raw -700758.335435 + Penalty 2960.379891 = -697797.955544
  nChanged 4
		SP:Iteration 49Q (29298.990000 sec): 3 clusters
  Score: Raw -700759.105834 + Penalty 2960.379891 = -697798.725943
  nChanged 6
		SP:Iteration 50Q (29299.180000 sec): 3 clusters
  Score: Raw -700760.461123 + Penalty 2960.379891 = -697800.081232
  nChanged 4
		SP:Iteration 51Q (29299.370000 sec): 3 clusters
  Score: Raw -700761.443500 + Penalty 2960.379891 = -697801.063609
  nChanged 4
		SP:Iteration 52Q (29299.560000 sec): 3 clusters
  Score: Raw -700762.260707 + Penalty 2960.379891 = -697801.880816
  nChanged 4
		SP:Iteration 53Q (29299.750000 sec): 3 clusters
  Score: Raw -700762.819269 + Penalty 2960.379891 = -697802.439378
  nChanged 3
		SP:Iteration 54Q (29299.950000 sec): 3 clusters
  Score: Raw -700763.345096 + Penalty 2960.379891 = -697802.965205
  nChanged 5
		SP:Iteration 55Q (29300.220000 sec): 3 clusters
  Score: Raw -700764.220733 + Penalty 2960.379891 = -697803.840842
  nChanged 0
		SP:Iteration 56F (29300.410000 sec): 3 clusters
  Score: Raw -700764.220733 + Penalty 2960.379891 = -697803.840842
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29300.500000 sec): 2 clusters
  Score: Raw -167658.915106 + Penalty 1249.225050 = -166409.690056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29300.680000 sec): 3 clusters
  Score: Raw -166763.507972 + Penalty 2498.450099 = -164265.057873
  nChanged 784
		SP:Iteration 1F (29300.850000 sec): 3 clusters
  Score: Raw -167318.758905 + Penalty 2498.450099 = -164820.308806
  nChanged 183
		SP:Iteration 2F (29301.030000 sec): 3 clusters
  Score: Raw -167470.041093 + Penalty 2498.450099 = -164971.590994
  nChanged 136
		SP:Iteration 3F (29301.210000 sec): 3 clusters
  Score: Raw -167584.455372 + Penalty 2498.450099 = -165086.005273
  nChanged 87
		SP:Iteration 4Q (29301.380000 sec): 3 clusters
  Score: Raw -167650.894448 + Penalty 2498.450099 = -165152.444349
  nChanged 86
		SP:Iteration 5Q (29301.560000 sec): 3 clusters
  Score: Raw -167713.773243 + Penalty 2498.450099 = -165215.323144
  nChanged 79
		SP:Iteration 6Q (29301.730000 sec): 3 clusters
  Score: Raw -167773.763527 + Penalty 2498.450099 = -165275.313428
  nChanged 57
		SP:Iteration 7Q (29301.910000 sec): 3 clusters
  Score: Raw -167820.452548 + Penalty 2498.450099 = -165322.002449
  nChanged 42
		SP:Iteration 8Q (29302.090000 sec): 3 clusters
  Score: Raw -167847.811591 + Penalty 2498.450099 = -165349.361492
  nChanged 27
		SP:Iteration 9Q (29302.260000 sec): 3 clusters
  Score: Raw -167869.875496 + Penalty 2498.450099 = -165371.425397
  nChanged 25
		SP:Iteration 10Q (29302.440000 sec): 3 clusters
  Score: Raw -167880.844604 + Penalty 2498.450099 = -165382.394505
  nChanged 15
		SP:Iteration 11Q (29302.610000 sec): 3 clusters
  Score: Raw -167888.417796 + Penalty 2498.450099 = -165389.967697
  nChanged 14
		SP:Iteration 12Q (29302.790000 sec): 3 clusters
  Score: Raw -167893.192149 + Penalty 2498.450099 = -165394.742050
  nChanged 6
		SP:Iteration 13Q (29302.960000 sec): 3 clusters
  Score: Raw -167896.050328 + Penalty 2498.450099 = -165397.600229
  nChanged 7
		SP:Iteration 14Q (29303.140000 sec): 3 clusters
  Score: Raw -167898.322957 + Penalty 2498.450099 = -165399.872858
  nChanged 4
		SP:Iteration 15Q (29303.310000 sec): 3 clusters
  Score: Raw -167900.208059 + Penalty 2498.450099 = -165401.757960
  nChanged 2
		SP:Iteration 16Q (29303.490000 sec): 3 clusters
  Score: Raw -167901.739017 + Penalty 2498.450099 = -165403.288918
  nChanged 3
		SP:Iteration 17Q (29303.670000 sec): 3 clusters
  Score: Raw -167903.063469 + Penalty 2498.450099 = -165404.613370
  nChanged 3
		SP:Iteration 18Q (29303.840000 sec): 3 clusters
  Score: Raw -167904.748976 + Penalty 2498.450099 = -165406.298877
  nChanged 2
		SP:Iteration 19Q (29304.020000 sec): 3 clusters
  Score: Raw -167905.171826 + Penalty 2498.450099 = -165406.721727
  nChanged 2
		SP:Iteration 20F (29304.190000 sec): 3 clusters
  Score: Raw -167905.756012 + Penalty 2498.450099 = -165407.305913
  nChanged 3
		SP:Iteration 21Q (29304.370000 sec): 3 clusters
  Score: Raw -167906.444393 + Penalty 2498.450099 = -165407.994293
  nChanged 0
		SP:Iteration 22F (29304.540000 sec): 3 clusters
  Score: Raw -167906.444393 + Penalty 2498.450099 = -165407.994293
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (8162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29304.690000 sec): 2 clusters
  Score: Raw -701035.578588 + Penalty 1463.677234 = -699571.901354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29304.880000 sec): 3 clusters
  Score: Raw -696512.098345 + Penalty 2927.354468 = -693584.743877
  nChanged 3509
		SP:Iteration 1F (29305.080000 sec): 3 clusters
  Score: Raw -698552.666929 + Penalty 2927.354468 = -695625.312461
  nChanged 648
		SP:Iteration 2F (29305.270000 sec): 3 clusters
  Score: Raw -699038.699725 + Penalty 2927.354468 = -696111.345258
  nChanged 636
		SP:Iteration 3F (29305.470000 sec): 3 clusters
  Score: Raw -699575.642276 + Penalty 2927.354468 = -696648.287808
  nChanged 622
		SP:Iteration 4F (29305.670000 sec): 3 clusters
  Score: Raw -700101.664497 + Penalty 2927.354468 = -697174.310029
  nChanged 538
		SP:Iteration 5F (29305.860000 sec): 3 clusters
  Score: Raw -700503.639641 + Penalty 2927.354468 = -697576.285173
  nChanged 431
		SP:Iteration 6F (29306.060000 sec): 3 clusters
  Score: Raw -700771.408654 + Penalty 2927.354468 = -697844.054186
  nChanged 294
		SP:Iteration 7Q (29306.260000 sec): 3 clusters
  Score: Raw -700935.695113 + Penalty 2927.354468 = -698008.340645
  nChanged 218
		SP:Iteration 8Q (29306.450000 sec): 3 clusters
  Score: Raw -701078.941681 + Penalty 2927.354468 = -698151.587214
  nChanged 210
		SP:Iteration 9Q (29306.650000 sec): 3 clusters
  Score: Raw -701195.495189 + Penalty 2927.354468 = -698268.140721
  nChanged 158
		SP:Iteration 10Q (29306.850000 sec): 3 clusters
  Score: Raw -701274.962641 + Penalty 2927.354468 = -698347.608174
  nChanged 131
		SP:Iteration 11Q (29307.050000 sec): 3 clusters
  Score: Raw -701346.492108 + Penalty 2927.354468 = -698419.137640
  nChanged 100
		SP:Iteration 12Q (29307.240000 sec): 3 clusters
  Score: Raw -701397.892385 + Penalty 2927.354468 = -698470.537917
  nChanged 90
		SP:Iteration 13Q (29307.430000 sec): 3 clusters
  Score: Raw -701433.613862 + Penalty 2927.354468 = -698506.259394
  nChanged 63
		SP:Iteration 14Q (29307.630000 sec): 3 clusters
  Score: Raw -701458.994146 + Penalty 2927.354468 = -698531.639679
  nChanged 58
		SP:Iteration 15Q (29307.820000 sec): 3 clusters
  Score: Raw -701482.764226 + Penalty 2927.354468 = -698555.409758
  nChanged 60
		SP:Iteration 16Q (29308.020000 sec): 3 clusters
  Score: Raw -701512.907288 + Penalty 2927.354468 = -698585.552821
  nChanged 58
		SP:Iteration 17Q (29308.210000 sec): 3 clusters
  Score: Raw -701539.612521 + Penalty 2927.354468 = -698612.258053
  nChanged 53
		SP:Iteration 18Q (29308.410000 sec): 3 clusters
  Score: Raw -701563.569146 + Penalty 2927.354468 = -698636.214678
  nChanged 47
		SP:Iteration 19Q (29308.610000 sec): 3 clusters
  Score: Raw -701582.009379 + Penalty 2927.354468 = -698654.654911
  nChanged 49
		SP:Iteration 20F (29308.800000 sec): 3 clusters
  Score: Raw -701604.473621 + Penalty 2927.354468 = -698677.119154
  nChanged 47
		SP:Iteration 21Q (29309.000000 sec): 3 clusters
  Score: Raw -701630.918760 + Penalty 2927.354468 = -698703.564292
  nChanged 53
		SP:Iteration 22Q (29309.190000 sec): 3 clusters
  Score: Raw -701652.799380 + Penalty 2927.354468 = -698725.444913
  nChanged 41
		SP:Iteration 23Q (29309.390000 sec): 3 clusters
  Score: Raw -701670.380467 + Penalty 2927.354468 = -698743.025999
  nChanged 34
		SP:Iteration 24Q (29309.580000 sec): 3 clusters
  Score: Raw -701682.487945 + Penalty 2927.354468 = -698755.133477
  nChanged 24
		SP:Iteration 25Q (29309.780000 sec): 3 clusters
  Score: Raw -701690.023644 + Penalty 2927.354468 = -698762.669176
  nChanged 18
		SP:Iteration 26Q (29309.970000 sec): 3 clusters
  Score: Raw -701695.679863 + Penalty 2927.354468 = -698768.325395
  nChanged 16
		SP:Iteration 27Q (29310.170000 sec): 3 clusters
  Score: Raw -701699.706413 + Penalty 2927.354468 = -698772.351945
  nChanged 16
		SP:Iteration 28Q (29310.370000 sec): 3 clusters
  Score: Raw -701705.716739 + Penalty 2927.354468 = -698778.362271
  nChanged 18
		SP:Iteration 29Q (29310.560000 sec): 3 clusters
  Score: Raw -701711.187543 + Penalty 2927.354468 = -698783.833076
  nChanged 14
		SP:Iteration 30Q (29310.750000 sec): 3 clusters
  Score: Raw -701715.717872 + Penalty 2927.354468 = -698788.363404
  nChanged 15
		SP:Iteration 31Q (29310.950000 sec): 3 clusters
  Score: Raw -701722.627708 + Penalty 2927.354468 = -698795.273241
  nChanged 17
		SP:Iteration 32Q (29311.150000 sec): 3 clusters
  Score: Raw -701733.328054 + Penalty 2927.354468 = -698805.973586
  nChanged 25
		SP:Iteration 33Q (29311.340000 sec): 3 clusters
  Score: Raw -701747.789543 + Penalty 2927.354468 = -698820.435075
  nChanged 21
		SP:Iteration 34Q (29311.530000 sec): 3 clusters
  Score: Raw -701757.465615 + Penalty 2927.354468 = -698830.111148
  nChanged 21
		SP:Iteration 35Q (29311.730000 sec): 3 clusters
  Score: Raw -701767.233579 + Penalty 2927.354468 = -698839.879111
  nChanged 26
		SP:Iteration 36Q (29311.920000 sec): 3 clusters
  Score: Raw -701779.493261 + Penalty 2927.354468 = -698852.138793
  nChanged 24
		SP:Iteration 37Q (29312.120000 sec): 3 clusters
  Score: Raw -701789.851511 + Penalty 2927.354468 = -698862.497044
  nChanged 20
		SP:Iteration 38Q (29312.310000 sec): 3 clusters
  Score: Raw -701798.866570 + Penalty 2927.354468 = -698871.512102
  nChanged 23
		SP:Iteration 39Q (29312.510000 sec): 3 clusters
  Score: Raw -701812.141693 + Penalty 2927.354468 = -698884.787225
  nChanged 21
		SP:Iteration 40F (29312.710000 sec): 3 clusters
  Score: Raw -701823.416910 + Penalty 2927.354468 = -698896.062442
  nChanged 22
		SP:Iteration 41Q (29312.900000 sec): 3 clusters
  Score: Raw -701835.038375 + Penalty 2927.354468 = -698907.683907
  nChanged 24
		SP:Iteration 42Q (29313.090000 sec): 3 clusters
  Score: Raw -701847.840236 + Penalty 2927.354468 = -698920.485768
  nChanged 25
		SP:Iteration 43Q (29313.290000 sec): 3 clusters
  Score: Raw -701859.158158 + Penalty 2927.354468 = -698931.803691
  nChanged 19
		SP:Iteration 44Q (29313.490000 sec): 3 clusters
  Score: Raw -701868.640227 + Penalty 2927.354468 = -698941.285759
  nChanged 14
		SP:Iteration 45Q (29313.680000 sec): 3 clusters
  Score: Raw -701873.736886 + Penalty 2927.354468 = -698946.382419
  nChanged 11
		SP:Iteration 46Q (29313.880000 sec): 3 clusters
  Score: Raw -701877.201351 + Penalty 2927.354468 = -698949.846883
  nChanged 9
		SP:Iteration 47Q (29314.150000 sec): 3 clusters
  Score: Raw -701879.744647 + Penalty 2927.354468 = -698952.390179
  nChanged 9
		SP:Iteration 48Q (29314.360000 sec): 3 clusters
  Score: Raw -701882.302783 + Penalty 2927.354468 = -698954.948315
  nChanged 9
		SP:Iteration 49Q (29314.550000 sec): 3 clusters
  Score: Raw -701885.800084 + Penalty 2927.354468 = -698958.445617
  nChanged 15
		SP:Iteration 50Q (29314.750000 sec): 3 clusters
  Score: Raw -701892.496535 + Penalty 2927.354468 = -698965.142067
  nChanged 13
		SP:Iteration 51Q (29314.950000 sec): 3 clusters
  Score: Raw -701897.738029 + Penalty 2927.354468 = -698970.383561
  nChanged 12
		SP:Iteration 52Q (29315.140000 sec): 3 clusters
  Score: Raw -701904.652199 + Penalty 2927.354468 = -698977.297731
  nChanged 9
		SP:Iteration 53Q (29315.330000 sec): 3 clusters
  Score: Raw -701909.178701 + Penalty 2927.354468 = -698981.824233
  nChanged 12
		SP:Iteration 54Q (29315.530000 sec): 3 clusters
  Score: Raw -701913.305049 + Penalty 2927.354468 = -698985.950581
  nChanged 6
		SP:Iteration 55Q (29315.730000 sec): 3 clusters
  Score: Raw -701917.027237 + Penalty 2927.354468 = -698989.672769
  nChanged 10
		SP:Iteration 56Q (29315.920000 sec): 3 clusters
  Score: Raw -701920.399501 + Penalty 2927.354468 = -698993.045034
  nChanged 4
		SP:Iteration 57Q (29316.110000 sec): 3 clusters
  Score: Raw -701922.068129 + Penalty 2927.354468 = -698994.713661
  nChanged 5
		SP:Iteration 58Q (29316.310000 sec): 3 clusters
  Score: Raw -701924.104115 + Penalty 2927.354468 = -698996.749647
  nChanged 5
		SP:Iteration 59Q (29316.500000 sec): 3 clusters
  Score: Raw -701926.491086 + Penalty 2927.354468 = -698999.136618
  nChanged 6
		SP:Iteration 60F (29316.700000 sec): 3 clusters
  Score: Raw -701928.253834 + Penalty 2927.354468 = -699000.899366
  nChanged 2
		SP:Iteration 61Q (29316.890000 sec): 3 clusters
  Score: Raw -701928.718129 + Penalty 2927.354468 = -699001.363661
  nChanged 3
		SP:Iteration 62Q (29317.090000 sec): 3 clusters
  Score: Raw -701929.598162 + Penalty 2927.354468 = -699002.243695
  nChanged 3
		SP:Iteration 63Q (29317.290000 sec): 3 clusters
  Score: Raw -701930.499102 + Penalty 2927.354468 = -699003.144634
  nChanged 3
		SP:Iteration 64Q (29317.480000 sec): 3 clusters
  Score: Raw -701931.713718 + Penalty 2927.354468 = -699004.359251
  nChanged 4
		SP:Iteration 65Q (29317.670000 sec): 3 clusters
  Score: Raw -701932.430444 + Penalty 2927.354468 = -699005.075977
  nChanged 3
		SP:Iteration 66Q (29317.870000 sec): 3 clusters
  Score: Raw -701932.764096 + Penalty 2927.354468 = -699005.409628
  nChanged 0
		SP:Iteration 67F (29318.060000 sec): 3 clusters
  Score: Raw -701932.764096 + Penalty 2927.354468 = -699005.409628
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 72 (2777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29318.150000 sec): 2 clusters
  Score: Raw -237262.046252 + Penalty 1288.483054 = -235973.563198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29318.320000 sec): 3 clusters
  Score: Raw -235970.852739 + Penalty 2576.966108 = -233393.886631
  nChanged 1059
		SP:Iteration 1F (29318.500000 sec): 3 clusters
  Score: Raw -236660.799780 + Penalty 2576.966108 = -234083.833672
  nChanged 269
		SP:Iteration 2F (29318.670000 sec): 3 clusters
  Score: Raw -236933.250748 + Penalty 2576.966108 = -234356.284640
  nChanged 198
		SP:Iteration 3F (29318.850000 sec): 3 clusters
  Score: Raw -237091.565787 + Penalty 2576.966108 = -234514.599678
  nChanged 138
		SP:Iteration 4Q (29319.030000 sec): 3 clusters
  Score: Raw -237213.930877 + Penalty 2576.966108 = -234636.964768
  nChanged 115
		SP:Iteration 5Q (29319.200000 sec): 3 clusters
  Score: Raw -237314.995613 + Penalty 2576.966108 = -234738.029504
  nChanged 100
		SP:Iteration 6Q (29319.380000 sec): 3 clusters
  Score: Raw -237401.169821 + Penalty 2576.966108 = -234824.203712
  nChanged 94
		SP:Iteration 7Q (29319.550000 sec): 3 clusters
  Score: Raw -237491.522423 + Penalty 2576.966108 = -234914.556315
  nChanged 95
		SP:Iteration 8Q (29319.730000 sec): 3 clusters
  Score: Raw -237567.343202 + Penalty 2576.966108 = -234990.377093
  nChanged 75
		SP:Iteration 9Q (29319.910000 sec): 3 clusters
  Score: Raw -237634.149353 + Penalty 2576.966108 = -235057.183245
  nChanged 64
		SP:Iteration 10Q (29320.080000 sec): 3 clusters
  Score: Raw -237683.387597 + Penalty 2576.966108 = -235106.421489
  nChanged 41
		SP:Iteration 11Q (29320.260000 sec): 3 clusters
  Score: Raw -237711.263982 + Penalty 2576.966108 = -235134.297873
  nChanged 45
		SP:Iteration 12Q (29320.430000 sec): 3 clusters
  Score: Raw -237742.168849 + Penalty 2576.966108 = -235165.202741
  nChanged 36
		SP:Iteration 13Q (29320.600000 sec): 3 clusters
  Score: Raw -237769.698195 + Penalty 2576.966108 = -235192.732087
  nChanged 38
		SP:Iteration 14Q (29320.760000 sec): 3 clusters
  Score: Raw -237797.868785 + Penalty 2576.966108 = -235220.902677
  nChanged 33
		SP:Iteration 15Q (29320.910000 sec): 3 clusters
  Score: Raw -237822.118856 + Penalty 2576.966108 = -235245.152747
  nChanged 33
		SP:Iteration 16Q (29321.070000 sec): 3 clusters
  Score: Raw -237846.957507 + Penalty 2576.966108 = -235269.991398
  nChanged 33
		SP:Iteration 17Q (29321.230000 sec): 3 clusters
  Score: Raw -237869.439004 + Penalty 2576.966108 = -235292.472896
  nChanged 28
		SP:Iteration 18Q (29321.390000 sec): 3 clusters
  Score: Raw -237887.557885 + Penalty 2576.966108 = -235310.591776
  nChanged 24
		SP:Iteration 19Q (29321.550000 sec): 3 clusters
  Score: Raw -237901.735108 + Penalty 2576.966108 = -235324.769000
  nChanged 24
		SP:Iteration 20F (29321.710000 sec): 3 clusters
  Score: Raw -237914.552821 + Penalty 2576.966108 = -235337.586713
  nChanged 22
		SP:Iteration 21Q (29321.870000 sec): 3 clusters
  Score: Raw -237928.438019 + Penalty 2576.966108 = -235351.471911
  nChanged 20
		SP:Iteration 22Q (29322.030000 sec): 3 clusters
  Score: Raw -237942.140349 + Penalty 2576.966108 = -235365.174241
  nChanged 23
		SP:Iteration 23Q (29322.190000 sec): 3 clusters
  Score: Raw -237951.929486 + Penalty 2576.966108 = -235374.963378
  nChanged 14
		SP:Iteration 24Q (29322.350000 sec): 3 clusters
  Score: Raw -237957.475889 + Penalty 2576.966108 = -235380.509780
  nChanged 12
		SP:Iteration 25Q (29322.510000 sec): 3 clusters
  Score: Raw -237962.727557 + Penalty 2576.966108 = -235385.761448
  nChanged 7
		SP:Iteration 26Q (29322.670000 sec): 3 clusters
  Score: Raw -237965.748946 + Penalty 2576.966108 = -235388.782838
  nChanged 7
		SP:Iteration 27Q (29322.830000 sec): 3 clusters
  Score: Raw -237968.202822 + Penalty 2576.966108 = -235391.236714
  nChanged 1
		SP:Iteration 28Q (29322.990000 sec): 3 clusters
  Score: Raw -237968.504307 + Penalty 2576.966108 = -235391.538199
  nChanged 2
		SP:Iteration 29Q (29323.150000 sec): 3 clusters
  Score: Raw -237970.085944 + Penalty 2576.966108 = -235393.119836
  nChanged 2
		SP:Iteration 30Q (29323.310000 sec): 3 clusters
  Score: Raw -237972.100050 + Penalty 2576.966108 = -235395.133941
  nChanged 3
		SP:Iteration 31Q (29323.470000 sec): 3 clusters
  Score: Raw -237973.270133 + Penalty 2576.966108 = -235396.304025
  nChanged 2
		SP:Iteration 32Q (29323.630000 sec): 3 clusters
  Score: Raw -237973.637835 + Penalty 2576.966108 = -235396.671727
  nChanged 1
		SP:Iteration 33Q (29323.790000 sec): 3 clusters
  Score: Raw -237974.496372 + Penalty 2576.966108 = -235397.530264
  nChanged 2
		SP:Iteration 34Q (29323.950000 sec): 3 clusters
  Score: Raw -237974.818648 + Penalty 2576.966108 = -235397.852540
  nChanged 1
		SP:Iteration 35Q (29324.110000 sec): 3 clusters
  Score: Raw -237975.269994 + Penalty 2576.966108 = -235398.303885
  nChanged 0
		SP:Iteration 36F (29324.270000 sec): 3 clusters
  Score: Raw -237975.269994 + Penalty 2576.966108 = -235398.303885
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 73 (4928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29324.390000 sec): 2 clusters
  Score: Raw -379259.896432 + Penalty 1381.686882 = -377878.209550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29324.630000 sec): 3 clusters
  Score: Raw -376707.171095 + Penalty 2763.373764 = -373943.797331
  nChanged 2044
		SP:Iteration 1F (29324.830000 sec): 3 clusters
  Score: Raw -378074.474061 + Penalty 2763.373764 = -375311.100296
  nChanged 452
		SP:Iteration 2F (29325.000000 sec): 3 clusters
  Score: Raw -378449.127632 + Penalty 2763.373764 = -375685.753868
  nChanged 347
		SP:Iteration 3F (29325.180000 sec): 3 clusters
  Score: Raw -378718.950954 + Penalty 2763.373764 = -375955.577190
  nChanged 287
		SP:Iteration 4F (29325.350000 sec): 3 clusters
  Score: Raw -378906.585975 + Penalty 2763.373764 = -376143.212211
  nChanged 205
		SP:Iteration 5Q (29325.530000 sec): 3 clusters
  Score: Raw -379014.970995 + Penalty 2763.373764 = -376251.597230
  nChanged 161
		SP:Iteration 6Q (29325.700000 sec): 3 clusters
  Score: Raw -379098.901623 + Penalty 2763.373764 = -376335.527859
  nChanged 139
		SP:Iteration 7Q (29325.880000 sec): 3 clusters
  Score: Raw -379170.152105 + Penalty 2763.373764 = -376406.778341
  nChanged 122
		SP:Iteration 8Q (29326.050000 sec): 3 clusters
  Score: Raw -379233.146049 + Penalty 2763.373764 = -376469.772284
  nChanged 105
		SP:Iteration 9Q (29326.230000 sec): 3 clusters
  Score: Raw -379268.879150 + Penalty 2763.373764 = -376505.505385
  nChanged 72
		SP:Iteration 10Q (29326.410000 sec): 3 clusters
  Score: Raw -379299.259384 + Penalty 2763.373764 = -376535.885620
  nChanged 65
		SP:Iteration 11Q (29326.580000 sec): 3 clusters
  Score: Raw -379324.240431 + Penalty 2763.373764 = -376560.866667
  nChanged 58
		SP:Iteration 12Q (29326.750000 sec): 3 clusters
  Score: Raw -379348.720815 + Penalty 2763.373764 = -376585.347051
  nChanged 50
		SP:Iteration 13Q (29326.930000 sec): 3 clusters
  Score: Raw -379364.470999 + Penalty 2763.373764 = -376601.097235
  nChanged 36
		SP:Iteration 14Q (29327.110000 sec): 3 clusters
  Score: Raw -379374.762319 + Penalty 2763.373764 = -376611.388555
  nChanged 40
		SP:Iteration 15Q (29327.280000 sec): 3 clusters
  Score: Raw -379390.321589 + Penalty 2763.373764 = -376626.947825
  nChanged 44
		SP:Iteration 16Q (29327.460000 sec): 3 clusters
  Score: Raw -379410.084569 + Penalty 2763.373764 = -376646.710804
  nChanged 48
		SP:Iteration 17Q (29327.630000 sec): 3 clusters
  Score: Raw -379427.007032 + Penalty 2763.373764 = -376663.633268
  nChanged 42
		SP:Iteration 18Q (29327.810000 sec): 3 clusters
  Score: Raw -379439.063011 + Penalty 2763.373764 = -376675.689247
  nChanged 35
		SP:Iteration 19Q (29327.980000 sec): 3 clusters
  Score: Raw -379452.734279 + Penalty 2763.373764 = -376689.360514
  nChanged 28
		SP:Iteration 20F (29328.160000 sec): 3 clusters
  Score: Raw -379462.164669 + Penalty 2763.373764 = -376698.790905
  nChanged 30
		SP:Iteration 21Q (29328.330000 sec): 3 clusters
  Score: Raw -379473.396594 + Penalty 2763.373764 = -376710.022830
  nChanged 26
		SP:Iteration 22Q (29328.510000 sec): 3 clusters
  Score: Raw -379482.503842 + Penalty 2763.373764 = -376719.130078
  nChanged 25
		SP:Iteration 23Q (29328.680000 sec): 3 clusters
  Score: Raw -379492.235792 + Penalty 2763.373764 = -376728.862028
  nChanged 35
		SP:Iteration 24Q (29328.860000 sec): 3 clusters
  Score: Raw -379508.958543 + Penalty 2763.373764 = -376745.584778
  nChanged 52
		SP:Iteration 25Q (29329.030000 sec): 3 clusters
  Score: Raw -379545.974167 + Penalty 2763.373764 = -376782.600402
  nChanged 56
		SP:Iteration 26Q (29329.210000 sec): 3 clusters
  Score: Raw -379577.221506 + Penalty 2763.373764 = -376813.847742
  nChanged 57
		SP:Iteration 27Q (29329.390000 sec): 3 clusters
  Score: Raw -379609.253133 + Penalty 2763.373764 = -376845.879369
  nChanged 56
		SP:Iteration 28Q (29329.560000 sec): 3 clusters
  Score: Raw -379646.212906 + Penalty 2763.373764 = -376882.839141
  nChanged 70
		SP:Iteration 29Q (29329.740000 sec): 3 clusters
  Score: Raw -379706.811973 + Penalty 2763.373764 = -376943.438209
  nChanged 82
		SP:Iteration 30Q (29329.910000 sec): 3 clusters
  Score: Raw -379774.158022 + Penalty 2763.373764 = -377010.784258
  nChanged 82
		SP:Iteration 31Q (29330.090000 sec): 3 clusters
  Score: Raw -379849.990391 + Penalty 2763.373764 = -377086.616627
  nChanged 85
		SP:Iteration 32Q (29330.260000 sec): 3 clusters
  Score: Raw -379912.285011 + Penalty 2763.373764 = -377148.911247
  nChanged 68
		SP:Iteration 33Q (29330.440000 sec): 3 clusters
  Score: Raw -379957.795138 + Penalty 2763.373764 = -377194.421373
  nChanged 58
		SP:Iteration 34Q (29330.620000 sec): 3 clusters
  Score: Raw -379995.761976 + Penalty 2763.373764 = -377232.388212
  nChanged 58
		SP:Iteration 35Q (29330.790000 sec): 3 clusters
  Score: Raw -380034.673802 + Penalty 2763.373764 = -377271.300038
  nChanged 55
		SP:Iteration 36Q (29330.970000 sec): 3 clusters
  Score: Raw -380075.340891 + Penalty 2763.373764 = -377311.967127
  nChanged 54
		SP:Iteration 37Q (29331.140000 sec): 3 clusters
  Score: Raw -380111.866522 + Penalty 2763.373764 = -377348.492757
  nChanged 43
		SP:Iteration 38Q (29331.320000 sec): 3 clusters
  Score: Raw -380138.451727 + Penalty 2763.373764 = -377375.077962
  nChanged 48
		SP:Iteration 39Q (29331.510000 sec): 3 clusters
  Score: Raw -380169.510627 + Penalty 2763.373764 = -377406.136863
  nChanged 34
		SP:Iteration 40F (29331.710000 sec): 3 clusters
  Score: Raw -380186.845152 + Penalty 2763.373764 = -377423.471388
  nChanged 29
		SP:Iteration 41Q (29331.890000 sec): 3 clusters
  Score: Raw -380202.950442 + Penalty 2763.373764 = -377439.576678
  nChanged 19
		SP:Iteration 42Q (29332.060000 sec): 3 clusters
  Score: Raw -380210.524759 + Penalty 2763.373764 = -377447.150995
  nChanged 19
		SP:Iteration 43Q (29332.240000 sec): 3 clusters
  Score: Raw -380218.336139 + Penalty 2763.373764 = -377454.962375
  nChanged 18
		SP:Iteration 44Q (29332.410000 sec): 3 clusters
  Score: Raw -380229.442681 + Penalty 2763.373764 = -377466.068916
  nChanged 23
		SP:Iteration 45Q (29332.590000 sec): 3 clusters
  Score: Raw -380247.163560 + Penalty 2763.373764 = -377483.789795
  nChanged 27
		SP:Iteration 46Q (29332.760000 sec): 3 clusters
  Score: Raw -380261.039619 + Penalty 2763.373764 = -377497.665854
  nChanged 22
		SP:Iteration 47Q (29332.940000 sec): 3 clusters
  Score: Raw -380276.021951 + Penalty 2763.373764 = -377512.648187
  nChanged 27
		SP:Iteration 48Q (29333.110000 sec): 3 clusters
  Score: Raw -380288.710249 + Penalty 2763.373764 = -377525.336485
  nChanged 18
		SP:Iteration 49Q (29333.290000 sec): 3 clusters
  Score: Raw -380295.892353 + Penalty 2763.373764 = -377532.518589
  nChanged 10
		SP:Iteration 50Q (29333.460000 sec): 3 clusters
  Score: Raw -380301.024538 + Penalty 2763.373764 = -377537.650774
  nChanged 14
		SP:Iteration 51Q (29333.640000 sec): 3 clusters
  Score: Raw -380305.387713 + Penalty 2763.373764 = -377542.013948
  nChanged 8
		SP:Iteration 52Q (29333.810000 sec): 3 clusters
  Score: Raw -380308.795894 + Penalty 2763.373764 = -377545.422130
  nChanged 5
		SP:Iteration 53Q (29333.990000 sec): 3 clusters
  Score: Raw -380310.020843 + Penalty 2763.373764 = -377546.647079
  nChanged 2
		SP:Iteration 54Q (29334.160000 sec): 3 clusters
  Score: Raw -380310.921111 + Penalty 2763.373764 = -377547.547347
  nChanged 6
		SP:Iteration 55Q (29334.340000 sec): 3 clusters
  Score: Raw -380313.967886 + Penalty 2763.373764 = -377550.594122
  nChanged 8
		SP:Iteration 56Q (29334.510000 sec): 3 clusters
  Score: Raw -380317.659660 + Penalty 2763.373764 = -377554.285896
  nChanged 1
		SP:Iteration 57Q (29334.690000 sec): 3 clusters
  Score: Raw -380318.019858 + Penalty 2763.373764 = -377554.646094
  nChanged 1
		SP:Iteration 58Q (29334.870000 sec): 3 clusters
  Score: Raw -380318.367581 + Penalty 2763.373764 = -377554.993817
  nChanged 0
		SP:Iteration 59F (29335.070000 sec): 3 clusters
  Score: Raw -380318.367581 + Penalty 2763.373764 = -377554.993817
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 74 (7479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29335.190000 sec): 2 clusters
  Score: Raw -720058.571599 + Penalty 1449.476335 = -718609.095264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29335.410000 sec): 3 clusters
  Score: Raw -715920.824711 + Penalty 2898.952671 = -713021.872040
  nChanged 3246
		SP:Iteration 1F (29335.610000 sec): 3 clusters
  Score: Raw -717843.373672 + Penalty 2898.952671 = -714944.421001
  nChanged 642
		SP:Iteration 2F (29335.810000 sec): 3 clusters
  Score: Raw -718310.128950 + Penalty 2898.952671 = -715411.176279
  nChanged 599
		SP:Iteration 3F (29336.000000 sec): 3 clusters
  Score: Raw -718777.962314 + Penalty 2898.952671 = -715879.009644
  nChanged 576
		SP:Iteration 4F (29336.210000 sec): 3 clusters
  Score: Raw -719256.876217 + Penalty 2898.952671 = -716357.923546
  nChanged 489
		SP:Iteration 5F (29336.410000 sec): 3 clusters
  Score: Raw -719624.120930 + Penalty 2898.952671 = -716725.168259
  nChanged 404
		SP:Iteration 6F (29336.600000 sec): 3 clusters
  Score: Raw -719867.978391 + Penalty 2898.952671 = -716969.025720
  nChanged 273
		SP:Iteration 7Q (29336.800000 sec): 3 clusters
  Score: Raw -719999.621150 + Penalty 2898.952671 = -717100.668479
  nChanged 171
		SP:Iteration 8Q (29337.000000 sec): 3 clusters
  Score: Raw -720065.333791 + Penalty 2898.952671 = -717166.381120
  nChanged 110
		SP:Iteration 9Q (29337.240000 sec): 3 clusters
  Score: Raw -720104.229035 + Penalty 2898.952671 = -717205.276364
  nChanged 85
		SP:Iteration 10Q (29337.450000 sec): 3 clusters
  Score: Raw -720134.481360 + Penalty 2898.952671 = -717235.528689
  nChanged 68
		SP:Iteration 11Q (29337.650000 sec): 3 clusters
  Score: Raw -720153.688327 + Penalty 2898.952671 = -717254.735656
  nChanged 57
		SP:Iteration 12Q (29337.840000 sec): 3 clusters
  Score: Raw -720167.037311 + Penalty 2898.952671 = -717268.084640
  nChanged 36
		SP:Iteration 13Q (29338.040000 sec): 3 clusters
  Score: Raw -720174.488210 + Penalty 2898.952671 = -717275.535539
  nChanged 22
		SP:Iteration 14Q (29338.240000 sec): 3 clusters
  Score: Raw -720180.197641 + Penalty 2898.952671 = -717281.244970
  nChanged 26
		SP:Iteration 15Q (29338.440000 sec): 3 clusters
  Score: Raw -720185.636635 + Penalty 2898.952671 = -717286.683964
  nChanged 17
		SP:Iteration 16Q (29338.640000 sec): 3 clusters
  Score: Raw -720188.474197 + Penalty 2898.952671 = -717289.521526
  nChanged 12
		SP:Iteration 17Q (29338.840000 sec): 3 clusters
  Score: Raw -720190.668611 + Penalty 2898.952671 = -717291.715940
  nChanged 10
		SP:Iteration 18Q (29339.040000 sec): 3 clusters
  Score: Raw -720192.438107 + Penalty 2898.952671 = -717293.485436
  nChanged 9
		SP:Iteration 19Q (29339.230000 sec): 3 clusters
  Score: Raw -720194.479437 + Penalty 2898.952671 = -717295.526767
  nChanged 6
		SP:Iteration 20F (29339.430000 sec): 3 clusters
  Score: Raw -720195.296018 + Penalty 2898.952671 = -717296.343347
  nChanged 5
		SP:Iteration 21Q (29339.630000 sec): 3 clusters
  Score: Raw -720196.171152 + Penalty 2898.952671 = -717297.218481
  nChanged 2
		SP:Iteration 22Q (29339.820000 sec): 3 clusters
  Score: Raw -720196.403333 + Penalty 2898.952671 = -717297.450662
  nChanged 1
		SP:Iteration 23Q (29340.020000 sec): 3 clusters
  Score: Raw -720196.619094 + Penalty 2898.952671 = -717297.666423
  nChanged 3
		SP:Iteration 24Q (29340.220000 sec): 3 clusters
  Score: Raw -720197.436486 + Penalty 2898.952671 = -717298.483815
  nChanged 8
		SP:Iteration 25Q (29340.420000 sec): 3 clusters
  Score: Raw -720198.863710 + Penalty 2898.952671 = -717299.911039
  nChanged 3
		SP:Iteration 26Q (29340.620000 sec): 3 clusters
  Score: Raw -720199.323469 + Penalty 2898.952671 = -717300.370798
  nChanged 6
		SP:Iteration 27Q (29340.820000 sec): 3 clusters
  Score: Raw -720200.780033 + Penalty 2898.952671 = -717301.827362
  nChanged 8
		SP:Iteration 28Q (29341.020000 sec): 3 clusters
  Score: Raw -720202.180270 + Penalty 2898.952671 = -717303.227599
  nChanged 8
		SP:Iteration 29Q (29341.220000 sec): 3 clusters
  Score: Raw -720203.532817 + Penalty 2898.952671 = -717304.580146
  nChanged 9
		SP:Iteration 30Q (29341.420000 sec): 3 clusters
  Score: Raw -720204.787163 + Penalty 2898.952671 = -717305.834492
  nChanged 7
		SP:Iteration 31Q (29341.620000 sec): 3 clusters
  Score: Raw -720205.714581 + Penalty 2898.952671 = -717306.761910
  nChanged 6
		SP:Iteration 32Q (29341.820000 sec): 3 clusters
  Score: Raw -720206.936046 + Penalty 2898.952671 = -717307.983375
  nChanged 5
		SP:Iteration 33Q (29342.020000 sec): 3 clusters
  Score: Raw -720207.725061 + Penalty 2898.952671 = -717308.772390
  nChanged 1
		SP:Iteration 34Q (29342.210000 sec): 3 clusters
  Score: Raw -720207.925986 + Penalty 2898.952671 = -717308.973315
  nChanged 1
		SP:Iteration 35Q (29342.410000 sec): 3 clusters
  Score: Raw -720208.058798 + Penalty 2898.952671 = -717309.106127
  nChanged 0
		SP:Iteration 36F (29342.610000 sec): 3 clusters
  Score: Raw -720208.058798 + Penalty 2898.952671 = -717309.106127
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 75 (3225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29342.720000 sec): 2 clusters
  Score: Raw -266874.131181 + Penalty 1312.786837 = -265561.344344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29342.870000 sec): 3 clusters
  Score: Raw -265323.449753 + Penalty 2625.573674 = -262697.876078
  nChanged 1295
		SP:Iteration 1F (29343.040000 sec): 3 clusters
  Score: Raw -266156.823843 + Penalty 2625.573674 = -263531.250169
  nChanged 276
		SP:Iteration 2F (29343.220000 sec): 3 clusters
  Score: Raw -266364.561262 + Penalty 2625.573674 = -263738.987588
  nChanged 211
		SP:Iteration 3F (29343.400000 sec): 3 clusters
  Score: Raw -266514.694166 + Penalty 2625.573674 = -263889.120492
  nChanged 158
		SP:Iteration 4Q (29343.570000 sec): 3 clusters
  Score: Raw -266634.616512 + Penalty 2625.573674 = -264009.042837
  nChanged 156
		SP:Iteration 5Q (29343.750000 sec): 3 clusters
  Score: Raw -266750.442660 + Penalty 2625.573674 = -264124.868986
  nChanged 133
		SP:Iteration 6Q (29343.920000 sec): 3 clusters
  Score: Raw -266863.132012 + Penalty 2625.573674 = -264237.558337
  nChanged 116
		SP:Iteration 7Q (29344.100000 sec): 3 clusters
  Score: Raw -266953.926732 + Penalty 2625.573674 = -264328.353058
  nChanged 84
		SP:Iteration 8Q (29344.280000 sec): 3 clusters
  Score: Raw -266999.032228 + Penalty 2625.573674 = -264373.458553
  nChanged 56
		SP:Iteration 9Q (29344.420000 sec): 3 clusters
  Score: Raw -267028.567817 + Penalty 2625.573674 = -264402.994143
  nChanged 43
		SP:Iteration 10Q (29344.480000 sec): 3 clusters
  Score: Raw -267050.854174 + Penalty 2625.573674 = -264425.280499
  nChanged 36
		SP:Iteration 11Q (29344.540000 sec): 3 clusters
  Score: Raw -267068.371010 + Penalty 2625.573674 = -264442.797336
  nChanged 29
		SP:Iteration 12Q (29344.610000 sec): 3 clusters
  Score: Raw -267085.319064 + Penalty 2625.573674 = -264459.745390
  nChanged 24
		SP:Iteration 13Q (29344.670000 sec): 3 clusters
  Score: Raw -267095.230860 + Penalty 2625.573674 = -264469.657185
  nChanged 23
		SP:Iteration 14Q (29344.730000 sec): 3 clusters
  Score: Raw -267104.355583 + Penalty 2625.573674 = -264478.781908
  nChanged 16
		SP:Iteration 15Q (29344.790000 sec): 3 clusters
  Score: Raw -267109.363047 + Penalty 2625.573674 = -264483.789372
  nChanged 11
		SP:Iteration 16Q (29344.850000 sec): 3 clusters
  Score: Raw -267112.839290 + Penalty 2625.573674 = -264487.265615
  nChanged 11
		SP:Iteration 17Q (29344.910000 sec): 3 clusters
  Score: Raw -267117.657402 + Penalty 2625.573674 = -264492.083728
  nChanged 13
		SP:Iteration 18Q (29344.970000 sec): 3 clusters
  Score: Raw -267122.950723 + Penalty 2625.573674 = -264497.377048
  nChanged 12
		SP:Iteration 19Q (29345.030000 sec): 3 clusters
  Score: Raw -267126.745076 + Penalty 2625.573674 = -264501.171401
  nChanged 9
		SP:Iteration 20F (29345.090000 sec): 3 clusters
  Score: Raw -267129.272246 + Penalty 2625.573674 = -264503.698571
  nChanged 7
		SP:Iteration 21Q (29345.150000 sec): 3 clusters
  Score: Raw -267131.978809 + Penalty 2625.573674 = -264506.405135
  nChanged 7
		SP:Iteration 22Q (29345.210000 sec): 3 clusters
  Score: Raw -267134.568471 + Penalty 2625.573674 = -264508.994797
  nChanged 9
		SP:Iteration 23Q (29345.270000 sec): 3 clusters
  Score: Raw -267138.140143 + Penalty 2625.573674 = -264512.566468
  nChanged 9
		SP:Iteration 24Q (29345.340000 sec): 3 clusters
  Score: Raw -267142.465085 + Penalty 2625.573674 = -264516.891411
  nChanged 12
		SP:Iteration 25Q (29345.400000 sec): 3 clusters
  Score: Raw -267147.258880 + Penalty 2625.573674 = -264521.685205
  nChanged 10
		SP:Iteration 26Q (29345.460000 sec): 3 clusters
  Score: Raw -267153.548772 + Penalty 2625.573674 = -264527.975097
  nChanged 10
		SP:Iteration 27Q (29345.520000 sec): 3 clusters
  Score: Raw -267158.473090 + Penalty 2625.573674 = -264532.899415
  nChanged 15
		SP:Iteration 28Q (29345.580000 sec): 3 clusters
  Score: Raw -267164.465507 + Penalty 2625.573674 = -264538.891833
  nChanged 13
		SP:Iteration 29Q (29345.640000 sec): 3 clusters
  Score: Raw -267168.631813 + Penalty 2625.573674 = -264543.058139
  nChanged 9
		SP:Iteration 30Q (29345.700000 sec): 3 clusters
  Score: Raw -267171.418412 + Penalty 2625.573674 = -264545.844737
  nChanged 7
		SP:Iteration 31Q (29345.760000 sec): 3 clusters
  Score: Raw -267174.003442 + Penalty 2625.573674 = -264548.429768
  nChanged 7
		SP:Iteration 32Q (29345.820000 sec): 3 clusters
  Score: Raw -267175.846312 + Penalty 2625.573674 = -264550.272637
  nChanged 5
		SP:Iteration 33Q (29345.880000 sec): 3 clusters
  Score: Raw -267177.485229 + Penalty 2625.573674 = -264551.911555
  nChanged 1
		SP:Iteration 34Q (29346.020000 sec): 3 clusters
  Score: Raw -267177.932177 + Penalty 2625.573674 = -264552.358503
  nChanged 1
		SP:Iteration 35Q (29346.190000 sec): 3 clusters
  Score: Raw -267178.172970 + Penalty 2625.573674 = -264552.599295
  nChanged 0
		SP:Iteration 36F (29346.370000 sec): 3 clusters
  Score: Raw -267178.172970 + Penalty 2625.573674 = -264552.599295
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 76 (3444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29346.470000 sec): 2 clusters
  Score: Raw -282679.047208 + Penalty 1323.463191 = -281355.584018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29346.650000 sec): 3 clusters
  Score: Raw -281038.733322 + Penalty 2646.926381 = -278391.806941
  nChanged 1337
		SP:Iteration 1F (29346.820000 sec): 3 clusters
  Score: Raw -281937.580675 + Penalty 2646.926381 = -279290.654294
  nChanged 325
		SP:Iteration 2F (29347.000000 sec): 3 clusters
  Score: Raw -282217.430323 + Penalty 2646.926381 = -279570.503942
  nChanged 233
		SP:Iteration 3F (29347.180000 sec): 3 clusters
  Score: Raw -282407.106637 + Penalty 2646.926381 = -279760.180256
  nChanged 177
		SP:Iteration 4F (29347.350000 sec): 3 clusters
  Score: Raw -282542.444598 + Penalty 2646.926381 = -279895.518217
  nChanged 140
		SP:Iteration 5Q (29347.530000 sec): 3 clusters
  Score: Raw -282650.523429 + Penalty 2646.926381 = -280003.597048
  nChanged 126
		SP:Iteration 6Q (29347.700000 sec): 3 clusters
  Score: Raw -282731.392755 + Penalty 2646.926381 = -280084.466374
  nChanged 95
		SP:Iteration 7Q (29347.880000 sec): 3 clusters
  Score: Raw -282786.035457 + Penalty 2646.926381 = -280139.109075
  nChanged 71
		SP:Iteration 8Q (29348.060000 sec): 3 clusters
  Score: Raw -282827.911896 + Penalty 2646.926381 = -280180.985514
  nChanged 66
		SP:Iteration 9Q (29348.230000 sec): 3 clusters
  Score: Raw -282878.067176 + Penalty 2646.926381 = -280231.140794
  nChanged 74
		SP:Iteration 10Q (29348.410000 sec): 3 clusters
  Score: Raw -282941.501674 + Penalty 2646.926381 = -280294.575293
  nChanged 87
		SP:Iteration 11Q (29348.580000 sec): 3 clusters
  Score: Raw -283002.353995 + Penalty 2646.926381 = -280355.427614
  nChanged 74
		SP:Iteration 12Q (29348.760000 sec): 3 clusters
  Score: Raw -283048.561830 + Penalty 2646.926381 = -280401.635449
  nChanged 68
		SP:Iteration 13Q (29348.940000 sec): 3 clusters
  Score: Raw -283087.877727 + Penalty 2646.926381 = -280440.951345
  nChanged 53
		SP:Iteration 14Q (29349.110000 sec): 3 clusters
  Score: Raw -283137.292554 + Penalty 2646.926381 = -280490.366172
  nChanged 72
		SP:Iteration 15Q (29349.290000 sec): 3 clusters
  Score: Raw -283213.354157 + Penalty 2646.926381 = -280566.427775
  nChanged 92
		SP:Iteration 16Q (29349.460000 sec): 3 clusters
  Score: Raw -283329.994458 + Penalty 2646.926381 = -280683.068077
  nChanged 104
		SP:Iteration 17Q (29349.640000 sec): 3 clusters
  Score: Raw -283458.904378 + Penalty 2646.926381 = -280811.977997
  nChanged 91
		SP:Iteration 18Q (29349.820000 sec): 3 clusters
  Score: Raw -283551.136574 + Penalty 2646.926381 = -280904.210193
  nChanged 67
		SP:Iteration 19Q (29349.990000 sec): 3 clusters
  Score: Raw -283615.466103 + Penalty 2646.926381 = -280968.539721
  nChanged 57
		SP:Iteration 20F (29350.170000 sec): 3 clusters
  Score: Raw -283657.169015 + Penalty 2646.926381 = -281010.242634
  nChanged 44
		SP:Iteration 21Q (29350.340000 sec): 3 clusters
  Score: Raw -283682.929326 + Penalty 2646.926381 = -281036.002945
  nChanged 33
		SP:Iteration 22Q (29350.520000 sec): 3 clusters
  Score: Raw -283701.140996 + Penalty 2646.926381 = -281054.214614
  nChanged 25
		SP:Iteration 23Q (29350.700000 sec): 3 clusters
  Score: Raw -283717.272789 + Penalty 2646.926381 = -281070.346408
  nChanged 26
		SP:Iteration 24Q (29350.870000 sec): 3 clusters
  Score: Raw -283733.099809 + Penalty 2646.926381 = -281086.173428
  nChanged 23
		SP:Iteration 25Q (29351.050000 sec): 3 clusters
  Score: Raw -283747.663232 + Penalty 2646.926381 = -281100.736851
  nChanged 22
		SP:Iteration 26Q (29351.220000 sec): 3 clusters
  Score: Raw -283761.093300 + Penalty 2646.926381 = -281114.166919
  nChanged 21
		SP:Iteration 27Q (29351.400000 sec): 3 clusters
  Score: Raw -283774.924926 + Penalty 2646.926381 = -281127.998545
  nChanged 26
		SP:Iteration 28Q (29351.580000 sec): 3 clusters
  Score: Raw -283793.662873 + Penalty 2646.926381 = -281146.736491
  nChanged 23
		SP:Iteration 29Q (29351.750000 sec): 3 clusters
  Score: Raw -283815.673402 + Penalty 2646.926381 = -281168.747020
  nChanged 34
		SP:Iteration 30Q (29351.930000 sec): 3 clusters
  Score: Raw -283847.836280 + Penalty 2646.926381 = -281200.909898
  nChanged 36
		SP:Iteration 31Q (29352.100000 sec): 3 clusters
  Score: Raw -283894.697036 + Penalty 2646.926381 = -281247.770655
  nChanged 35
		SP:Iteration 32Q (29352.280000 sec): 3 clusters
  Score: Raw -283945.921569 + Penalty 2646.926381 = -281298.995187
  nChanged 30
		SP:Iteration 33Q (29352.460000 sec): 3 clusters
  Score: Raw -283978.551763 + Penalty 2646.926381 = -281331.625382
  nChanged 33
		SP:Iteration 34Q (29352.630000 sec): 3 clusters
  Score: Raw -284006.767573 + Penalty 2646.926381 = -281359.841191
  nChanged 27
		SP:Iteration 35Q (29352.800000 sec): 3 clusters
  Score: Raw -284027.027341 + Penalty 2646.926381 = -281380.100960
  nChanged 17
		SP:Iteration 36Q (29352.980000 sec): 3 clusters
  Score: Raw -284035.991093 + Penalty 2646.926381 = -281389.064712
  nChanged 15
		SP:Iteration 37Q (29353.160000 sec): 3 clusters
  Score: Raw -284043.679840 + Penalty 2646.926381 = -281396.753459
  nChanged 20
		SP:Iteration 38Q (29353.330000 sec): 3 clusters
  Score: Raw -284054.561138 + Penalty 2646.926381 = -281407.634757
  nChanged 25
		SP:Iteration 39Q (29353.510000 sec): 3 clusters
  Score: Raw -284070.921706 + Penalty 2646.926381 = -281423.995325
  nChanged 27
		SP:Iteration 40F (29353.680000 sec): 3 clusters
  Score: Raw -284091.595392 + Penalty 2646.926381 = -281444.669011
  nChanged 29
		SP:Iteration 41Q (29353.860000 sec): 3 clusters
  Score: Raw -284114.035284 + Penalty 2646.926381 = -281467.108903
  nChanged 25
		SP:Iteration 42Q (29354.040000 sec): 3 clusters
  Score: Raw -284132.910589 + Penalty 2646.926381 = -281485.984208
  nChanged 22
		SP:Iteration 43Q (29354.210000 sec): 3 clusters
  Score: Raw -284148.781728 + Penalty 2646.926381 = -281501.855347
  nChanged 24
		SP:Iteration 44Q (29354.390000 sec): 3 clusters
  Score: Raw -284170.501059 + Penalty 2646.926381 = -281523.574678
  nChanged 35
		SP:Iteration 45Q (29354.560000 sec): 3 clusters
  Score: Raw -284209.548323 + Penalty 2646.926381 = -281562.621942
  nChanged 26
		SP:Iteration 46Q (29354.740000 sec): 3 clusters
  Score: Raw -284238.635564 + Penalty 2646.926381 = -281591.709182
  nChanged 21
		SP:Iteration 47Q (29354.920000 sec): 3 clusters
  Score: Raw -284258.754374 + Penalty 2646.926381 = -281611.827993
  nChanged 12
		SP:Iteration 48Q (29355.090000 sec): 3 clusters
  Score: Raw -284264.361342 + Penalty 2646.926381 = -281617.434961
  nChanged 1
		SP:Iteration 49Q (29355.270000 sec): 3 clusters
  Score: Raw -284264.668811 + Penalty 2646.926381 = -281617.742430
  nChanged 1
		SP:Iteration 50Q (29355.440000 sec): 3 clusters
  Score: Raw -284265.264881 + Penalty 2646.926381 = -281618.338499
  nChanged 1
		SP:Iteration 51Q (29355.620000 sec): 3 clusters
  Score: Raw -284265.795390 + Penalty 2646.926381 = -281618.869009
  nChanged 1
		SP:Iteration 52Q (29355.800000 sec): 3 clusters
  Score: Raw -284266.447108 + Penalty 2646.926381 = -281619.520727
  nChanged 2
		SP:Iteration 53Q (29355.970000 sec): 3 clusters
  Score: Raw -284268.176194 + Penalty 2646.926381 = -281621.249812
  nChanged 1
		SP:Iteration 54Q (29356.150000 sec): 3 clusters
  Score: Raw -284268.460439 + Penalty 2646.926381 = -281621.534058
  nChanged 0
		SP:Iteration 55F (29356.320000 sec): 3 clusters
  Score: Raw -284268.460439 + Penalty 2646.926381 = -281621.534058
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 111.
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 77 (2157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29356.430000 sec): 2 clusters
  Score: Raw -178778.298858 + Penalty 1247.426968 = -177530.871891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29356.600000 sec): 3 clusters
  Score: Raw -177880.416197 + Penalty 2494.853935 = -175385.562262
  nChanged 792
		SP:Iteration 1F (29356.770000 sec): 3 clusters
  Score: Raw -178487.035450 + Penalty 2494.853935 = -175992.181515
  nChanged 206
		SP:Iteration 2F (29356.950000 sec): 3 clusters
  Score: Raw -178710.224292 + Penalty 2494.853935 = -176215.370357
  nChanged 134
		SP:Iteration 3F (29357.120000 sec): 3 clusters
  Score: Raw -178842.388211 + Penalty 2494.853935 = -176347.534275
  nChanged 93
		SP:Iteration 4Q (29357.300000 sec): 3 clusters
  Score: Raw -178927.153740 + Penalty 2494.853935 = -176432.299805
  nChanged 68
		SP:Iteration 5Q (29357.480000 sec): 3 clusters
  Score: Raw -178977.652574 + Penalty 2494.853935 = -176482.798639
  nChanged 43
		SP:Iteration 6Q (29357.650000 sec): 3 clusters
  Score: Raw -179006.072217 + Penalty 2494.853935 = -176511.218282
  nChanged 31
		SP:Iteration 7Q (29357.830000 sec): 3 clusters
  Score: Raw -179023.358665 + Penalty 2494.853935 = -176528.504730
  nChanged 23
		SP:Iteration 8Q (29358.000000 sec): 3 clusters
  Score: Raw -179036.182503 + Penalty 2494.853935 = -176541.328568
  nChanged 21
		SP:Iteration 9Q (29358.180000 sec): 3 clusters
  Score: Raw -179048.059524 + Penalty 2494.853935 = -176553.205589
  nChanged 15
		SP:Iteration 10Q (29358.360000 sec): 3 clusters
  Score: Raw -179055.343860 + Penalty 2494.853935 = -176560.489925
  nChanged 13
		SP:Iteration 11Q (29358.530000 sec): 3 clusters
  Score: Raw -179060.605875 + Penalty 2494.853935 = -176565.751940
  nChanged 10
		SP:Iteration 12Q (29358.710000 sec): 3 clusters
  Score: Raw -179066.286162 + Penalty 2494.853935 = -176571.432227
  nChanged 6
		SP:Iteration 13Q (29358.880000 sec): 3 clusters
  Score: Raw -179069.002886 + Penalty 2494.853935 = -176574.148951
  nChanged 9
		SP:Iteration 14Q (29359.060000 sec): 3 clusters
  Score: Raw -179074.565786 + Penalty 2494.853935 = -176579.711851
  nChanged 11
		SP:Iteration 15Q (29359.240000 sec): 3 clusters
  Score: Raw -179079.623743 + Penalty 2494.853935 = -176584.769808
  nChanged 8
		SP:Iteration 16Q (29359.410000 sec): 3 clusters
  Score: Raw -179085.284667 + Penalty 2494.853935 = -176590.430732
  nChanged 19
		SP:Iteration 17Q (29359.590000 sec): 3 clusters
  Score: Raw -179095.855480 + Penalty 2494.853935 = -176601.001545
  nChanged 18
		SP:Iteration 18Q (29359.760000 sec): 3 clusters
  Score: Raw -179105.082945 + Penalty 2494.853935 = -176610.229010
  nChanged 16
		SP:Iteration 19Q (29359.940000 sec): 3 clusters
  Score: Raw -179114.566987 + Penalty 2494.853935 = -176619.713052
  nChanged 20
		SP:Iteration 20F (29360.120000 sec): 3 clusters
  Score: Raw -179127.193506 + Penalty 2494.853935 = -176632.339571
  nChanged 27
		SP:Iteration 21Q (29360.290000 sec): 3 clusters
  Score: Raw -179148.655430 + Penalty 2494.853935 = -176653.801495
  nChanged 39
		SP:Iteration 22Q (29360.470000 sec): 3 clusters
  Score: Raw -179177.678869 + Penalty 2494.853935 = -176682.824934
  nChanged 32
		SP:Iteration 23Q (29360.640000 sec): 3 clusters
  Score: Raw -179199.331513 + Penalty 2494.853935 = -176704.477578
  nChanged 32
		SP:Iteration 24Q (29360.820000 sec): 3 clusters
  Score: Raw -179220.277825 + Penalty 2494.853935 = -176725.423890
  nChanged 38
		SP:Iteration 25Q (29361.000000 sec): 3 clusters
  Score: Raw -179250.155999 + Penalty 2494.853935 = -176755.302064
  nChanged 40
		SP:Iteration 26Q (29361.170000 sec): 3 clusters
  Score: Raw -179280.155021 + Penalty 2494.853935 = -176785.301086
  nChanged 36
		SP:Iteration 27Q (29361.350000 sec): 3 clusters
  Score: Raw -179314.339019 + Penalty 2494.853935 = -176819.485084
  nChanged 47
		SP:Iteration 28Q (29361.520000 sec): 3 clusters
  Score: Raw -179347.923675 + Penalty 2494.853935 = -176853.069739
  nChanged 32
		SP:Iteration 29Q (29361.700000 sec): 3 clusters
  Score: Raw -179369.643081 + Penalty 2494.853935 = -176874.789146
  nChanged 32
		SP:Iteration 30Q (29361.880000 sec): 3 clusters
  Score: Raw -179391.465722 + Penalty 2494.853935 = -176896.611786
  nChanged 30
		SP:Iteration 31Q (29362.050000 sec): 3 clusters
  Score: Raw -179411.941648 + Penalty 2494.853935 = -176917.087713
  nChanged 28
		SP:Iteration 32Q (29362.220000 sec): 3 clusters
  Score: Raw -179435.199377 + Penalty 2494.853935 = -176940.345442
  nChanged 28
		SP:Iteration 33Q (29362.400000 sec): 3 clusters
  Score: Raw -179452.911494 + Penalty 2494.853935 = -176958.057559
  nChanged 20
		SP:Iteration 34Q (29362.580000 sec): 3 clusters
  Score: Raw -179464.921137 + Penalty 2494.853935 = -176970.067202
  nChanged 14
		SP:Iteration 35Q (29362.750000 sec): 3 clusters
  Score: Raw -179472.429323 + Penalty 2494.853935 = -176977.575388
  nChanged 12
		SP:Iteration 36Q (29362.930000 sec): 3 clusters
  Score: Raw -179477.044043 + Penalty 2494.853935 = -176982.190108
  nChanged 3
		SP:Iteration 37Q (29363.110000 sec): 3 clusters
  Score: Raw -179478.000359 + Penalty 2494.853935 = -176983.146424
  nChanged 3
		SP:Iteration 38Q (29363.280000 sec): 3 clusters
  Score: Raw -179479.300046 + Penalty 2494.853935 = -176984.446111
  nChanged 0
		SP:Iteration 39F (29363.460000 sec): 3 clusters
  Score: Raw -179479.300046 + Penalty 2494.853935 = -176984.446111
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 78 (5111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29363.580000 sec): 2 clusters
  Score: Raw -508001.151532 + Penalty 1387.611933 = -506613.539599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29363.750000 sec): 3 clusters
  Score: Raw -505305.975965 + Penalty 2775.223867 = -502530.752098
  nChanged 2130
		SP:Iteration 1F (29363.930000 sec): 3 clusters
  Score: Raw -506449.039399 + Penalty 2775.223867 = -503673.815532
  nChanged 383
		SP:Iteration 2F (29364.110000 sec): 3 clusters
  Score: Raw -506668.852473 + Penalty 2775.223867 = -503893.628607
  nChanged 302
		SP:Iteration 3F (29364.280000 sec): 3 clusters
  Score: Raw -506821.473598 + Penalty 2775.223867 = -504046.249731
  nChanged 225
		SP:Iteration 4Q (29364.450000 sec): 3 clusters
  Score: Raw -506929.096576 + Penalty 2775.223867 = -504153.872710
  nChanged 182
		SP:Iteration 5Q (29364.630000 sec): 3 clusters
  Score: Raw -507017.639682 + Penalty 2775.223867 = -504242.415816
  nChanged 168
		SP:Iteration 6Q (29364.800000 sec): 3 clusters
  Score: Raw -507096.896989 + Penalty 2775.223867 = -504321.673123
  nChanged 130
		SP:Iteration 7Q (29364.980000 sec): 3 clusters
  Score: Raw -507150.654531 + Penalty 2775.223867 = -504375.430665
  nChanged 103
		SP:Iteration 8Q (29365.150000 sec): 3 clusters
  Score: Raw -507187.698341 + Penalty 2775.223867 = -504412.474475
  nChanged 93
		SP:Iteration 9Q (29365.330000 sec): 3 clusters
  Score: Raw -507224.429827 + Penalty 2775.223867 = -504449.205960
  nChanged 81
		SP:Iteration 10Q (29365.500000 sec): 3 clusters
  Score: Raw -507262.830595 + Penalty 2775.223867 = -504487.606729
  nChanged 95
		SP:Iteration 11Q (29365.720000 sec): 3 clusters
  Score: Raw -507317.821221 + Penalty 2775.223867 = -504542.597355
  nChanged 114
		SP:Iteration 12Q (29365.890000 sec): 3 clusters
  Score: Raw -507373.483032 + Penalty 2775.223867 = -504598.259165
  nChanged 106
		SP:Iteration 13Q (29366.040000 sec): 3 clusters
  Score: Raw -507415.437145 + Penalty 2775.223867 = -504640.213278
  nChanged 80
		SP:Iteration 14Q (29366.240000 sec): 3 clusters
  Score: Raw -507450.499945 + Penalty 2775.223867 = -504675.276078
  nChanged 74
		SP:Iteration 15Q (29366.430000 sec): 3 clusters
  Score: Raw -507487.832457 + Penalty 2775.223867 = -504712.608590
  nChanged 88
		SP:Iteration 16Q (29366.600000 sec): 3 clusters
  Score: Raw -507545.811070 + Penalty 2775.223867 = -504770.587203
  nChanged 110
		SP:Iteration 17Q (29366.780000 sec): 3 clusters
  Score: Raw -507612.045399 + Penalty 2775.223867 = -504836.821532
  nChanged 101
		SP:Iteration 18Q (29366.950000 sec): 3 clusters
  Score: Raw -507663.625624 + Penalty 2775.223867 = -504888.401757
  nChanged 78
		SP:Iteration 19Q (29367.120000 sec): 3 clusters
  Score: Raw -507706.127373 + Penalty 2775.223867 = -504930.903506
  nChanged 82
		SP:Iteration 20F (29367.300000 sec): 3 clusters
  Score: Raw -507761.089554 + Penalty 2775.223867 = -504985.865687
  nChanged 90
		SP:Iteration 21Q (29367.470000 sec): 3 clusters
  Score: Raw -507820.120080 + Penalty 2775.223867 = -505044.896214
  nChanged 86
		SP:Iteration 22Q (29367.650000 sec): 3 clusters
  Score: Raw -507876.290978 + Penalty 2775.223867 = -505101.067111
  nChanged 70
		SP:Iteration 23Q (29367.820000 sec): 3 clusters
  Score: Raw -507926.861465 + Penalty 2775.223867 = -505151.637599
  nChanged 74
		SP:Iteration 24Q (29367.990000 sec): 3 clusters
  Score: Raw -507977.748704 + Penalty 2775.223867 = -505202.524838
  nChanged 73
		SP:Iteration 25Q (29368.150000 sec): 3 clusters
  Score: Raw -508028.708582 + Penalty 2775.223867 = -505253.484715
  nChanged 69
		SP:Iteration 26Q (29368.340000 sec): 3 clusters
  Score: Raw -508077.804009 + Penalty 2775.223867 = -505302.580142
  nChanged 60
		SP:Iteration 27Q (29368.520000 sec): 3 clusters
  Score: Raw -508132.105018 + Penalty 2775.223867 = -505356.881152
  nChanged 65
		SP:Iteration 28Q (29368.690000 sec): 3 clusters
  Score: Raw -508178.786876 + Penalty 2775.223867 = -505403.563009
  nChanged 54
		SP:Iteration 29Q (29368.870000 sec): 3 clusters
  Score: Raw -508218.619712 + Penalty 2775.223867 = -505443.395845
  nChanged 37
		SP:Iteration 30Q (29369.040000 sec): 3 clusters
  Score: Raw -508241.729033 + Penalty 2775.223867 = -505466.505167
  nChanged 18
		SP:Iteration 31Q (29369.210000 sec): 3 clusters
  Score: Raw -508253.056348 + Penalty 2775.223867 = -505477.832482
  nChanged 15
		SP:Iteration 32Q (29369.390000 sec): 3 clusters
  Score: Raw -508262.677865 + Penalty 2775.223867 = -505487.453999
  nChanged 14
		SP:Iteration 33Q (29369.560000 sec): 3 clusters
  Score: Raw -508270.711404 + Penalty 2775.223867 = -505495.487537
  nChanged 9
		SP:Iteration 34Q (29369.740000 sec): 3 clusters
  Score: Raw -508275.821684 + Penalty 2775.223867 = -505500.597817
  nChanged 7
		SP:Iteration 35Q (29369.910000 sec): 3 clusters
  Score: Raw -508280.551929 + Penalty 2775.223867 = -505505.328062
  nChanged 10
		SP:Iteration 36Q (29370.090000 sec): 3 clusters
  Score: Raw -508289.198505 + Penalty 2775.223867 = -505513.974638
  nChanged 15
		SP:Iteration 37Q (29370.260000 sec): 3 clusters
  Score: Raw -508300.015368 + Penalty 2775.223867 = -505524.791502
  nChanged 17
		SP:Iteration 38Q (29370.440000 sec): 3 clusters
  Score: Raw -508310.780999 + Penalty 2775.223867 = -505535.557133
  nChanged 13
		SP:Iteration 39Q (29370.610000 sec): 3 clusters
  Score: Raw -508319.613179 + Penalty 2775.223867 = -505544.389312
  nChanged 16
		SP:Iteration 40F (29370.790000 sec): 3 clusters
  Score: Raw -508328.155734 + Penalty 2775.223867 = -505552.931868
  nChanged 9
		SP:Iteration 41Q (29370.960000 sec): 3 clusters
  Score: Raw -508331.878470 + Penalty 2775.223867 = -505556.654603
  nChanged 6
		SP:Iteration 42Q (29371.130000 sec): 3 clusters
  Score: Raw -508334.066049 + Penalty 2775.223867 = -505558.842182
  nChanged 4
		SP:Iteration 43Q (29371.310000 sec): 3 clusters
  Score: Raw -508336.390628 + Penalty 2775.223867 = -505561.166761
  nChanged 5
		SP:Iteration 44Q (29371.490000 sec): 3 clusters
  Score: Raw -508339.235626 + Penalty 2775.223867 = -505564.011759
  nChanged 5
		SP:Iteration 45Q (29371.660000 sec): 3 clusters
  Score: Raw -508342.180758 + Penalty 2775.223867 = -505566.956891
  nChanged 3
		SP:Iteration 46Q (29371.830000 sec): 3 clusters
  Score: Raw -508343.756937 + Penalty 2775.223867 = -505568.533070
  nChanged 2
		SP:Iteration 47Q (29372.050000 sec): 3 clusters
  Score: Raw -508344.216954 + Penalty 2775.223867 = -505568.993088
  nChanged 0
		SP:Iteration 48F (29372.230000 sec): 3 clusters
  Score: Raw -508344.216954 + Penalty 2775.223867 = -505568.993088
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 79 (2363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29372.300000 sec): 2 clusters
  Score: Raw -181463.511525 + Penalty 1262.249183 = -180201.262342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29372.480000 sec): 3 clusters
  Score: Raw -180442.375031 + Penalty 2524.498365 = -177917.876666
  nChanged 839
		SP:Iteration 1F (29372.650000 sec): 3 clusters
  Score: Raw -180995.167479 + Penalty 2524.498365 = -178470.669114
  nChanged 198
		SP:Iteration 2F (29372.830000 sec): 3 clusters
  Score: Raw -181139.685147 + Penalty 2524.498365 = -178615.186782
  nChanged 127
		SP:Iteration 3F (29373.010000 sec): 3 clusters
  Score: Raw -181229.899660 + Penalty 2524.498365 = -178705.401295
  nChanged 99
		SP:Iteration 4Q (29373.180000 sec): 3 clusters
  Score: Raw -181305.233976 + Penalty 2524.498365 = -178780.735611
  nChanged 77
		SP:Iteration 5Q (29373.350000 sec): 3 clusters
  Score: Raw -181370.846306 + Penalty 2524.498365 = -178846.347941
  nChanged 70
		SP:Iteration 6Q (29373.530000 sec): 3 clusters
  Score: Raw -181422.913061 + Penalty 2524.498365 = -178898.414696
  nChanged 61
		SP:Iteration 7Q (29373.710000 sec): 3 clusters
  Score: Raw -181466.742000 + Penalty 2524.498365 = -178942.243635
  nChanged 62
		SP:Iteration 8Q (29373.880000 sec): 3 clusters
  Score: Raw -181502.026129 + Penalty 2524.498365 = -178977.527764
  nChanged 38
		SP:Iteration 9Q (29374.060000 sec): 3 clusters
  Score: Raw -181521.696943 + Penalty 2524.498365 = -178997.198578
  nChanged 29
		SP:Iteration 10Q (29374.130000 sec): 3 clusters
  Score: Raw -181533.013861 + Penalty 2524.498365 = -179008.515496
  nChanged 16
		SP:Iteration 11Q (29374.180000 sec): 3 clusters
  Score: Raw -181540.236977 + Penalty 2524.498365 = -179015.738612
  nChanged 15
		SP:Iteration 12Q (29374.230000 sec): 3 clusters
  Score: Raw -181552.238911 + Penalty 2524.498365 = -179027.740546
  nChanged 20
		SP:Iteration 13Q (29374.280000 sec): 3 clusters
  Score: Raw -181566.645152 + Penalty 2524.498365 = -179042.146787
  nChanged 19
		SP:Iteration 14Q (29374.330000 sec): 3 clusters
  Score: Raw -181576.539337 + Penalty 2524.498365 = -179052.040972
  nChanged 18
		SP:Iteration 15Q (29374.380000 sec): 3 clusters
  Score: Raw -181585.651583 + Penalty 2524.498365 = -179061.153218
  nChanged 17
		SP:Iteration 16Q (29374.430000 sec): 3 clusters
  Score: Raw -181594.784572 + Penalty 2524.498365 = -179070.286207
  nChanged 16
		SP:Iteration 17Q (29374.490000 sec): 3 clusters
  Score: Raw -181605.809796 + Penalty 2524.498365 = -179081.311431
  nChanged 19
		SP:Iteration 18Q (29374.530000 sec): 3 clusters
  Score: Raw -181614.470279 + Penalty 2524.498365 = -179089.971914
  nChanged 11
		SP:Iteration 19Q (29374.590000 sec): 3 clusters
  Score: Raw -181619.661805 + Penalty 2524.498365 = -179095.163440
  nChanged 12
		SP:Iteration 20F (29374.640000 sec): 3 clusters
  Score: Raw -181625.755908 + Penalty 2524.498365 = -179101.257543
  nChanged 11
		SP:Iteration 21Q (29374.690000 sec): 3 clusters
  Score: Raw -181630.872506 + Penalty 2524.498365 = -179106.374141
  nChanged 3
		SP:Iteration 22Q (29374.740000 sec): 3 clusters
  Score: Raw -181631.880996 + Penalty 2524.498365 = -179107.382631
  nChanged 1
		SP:Iteration 23Q (29374.790000 sec): 3 clusters
  Score: Raw -181632.389155 + Penalty 2524.498365 = -179107.890790
  nChanged 1
		SP:Iteration 24Q (29374.950000 sec): 3 clusters
  Score: Raw -181632.657755 + Penalty 2524.498365 = -179108.159390
  nChanged 1
		SP:Iteration 25Q (29375.130000 sec): 3 clusters
  Score: Raw -181633.135592 + Penalty 2524.498365 = -179108.637227
  nChanged 1
		SP:Iteration 26Q (29375.310000 sec): 3 clusters
  Score: Raw -181633.363387 + Penalty 2524.498365 = -179108.865022
  nChanged 0
		SP:Iteration 27F (29375.480000 sec): 3 clusters
  Score: Raw -181633.363387 + Penalty 2524.498365 = -179108.865022
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 80 (4273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29375.570000 sec): 2 clusters
  Score: Raw -307551.584646 + Penalty 1358.511608 = -306193.073038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29375.750000 sec): 3 clusters
  Score: Raw -305368.614567 + Penalty 2717.023217 = -302651.591350
  nChanged 1737
		SP:Iteration 1F (29375.920000 sec): 3 clusters
  Score: Raw -306562.223671 + Penalty 2717.023217 = -303845.200455
  nChanged 437
		SP:Iteration 2F (29376.100000 sec): 3 clusters
  Score: Raw -306940.611476 + Penalty 2717.023217 = -304223.588259
  nChanged 308
		SP:Iteration 3F (29376.270000 sec): 3 clusters
  Score: Raw -307193.512715 + Penalty 2717.023217 = -304476.489499
  nChanged 203
		SP:Iteration 4Q (29376.450000 sec): 3 clusters
  Score: Raw -307335.350559 + Penalty 2717.023217 = -304618.327342
  nChanged 155
		SP:Iteration 5Q (29376.630000 sec): 3 clusters
  Score: Raw -307438.593624 + Penalty 2717.023217 = -304721.570408
  nChanged 139
		SP:Iteration 6Q (29376.800000 sec): 3 clusters
  Score: Raw -307519.643023 + Penalty 2717.023217 = -304802.619806
  nChanged 126
		SP:Iteration 7Q (29376.980000 sec): 3 clusters
  Score: Raw -307592.492116 + Penalty 2717.023217 = -304875.468900
  nChanged 101
		SP:Iteration 8Q (29377.150000 sec): 3 clusters
  Score: Raw -307646.002680 + Penalty 2717.023217 = -304928.979464
  nChanged 96
		SP:Iteration 9Q (29377.330000 sec): 3 clusters
  Score: Raw -307692.236815 + Penalty 2717.023217 = -304975.213599
  nChanged 81
		SP:Iteration 10Q (29377.510000 sec): 3 clusters
  Score: Raw -307729.799285 + Penalty 2717.023217 = -305012.776068
  nChanged 82
		SP:Iteration 11Q (29377.680000 sec): 3 clusters
  Score: Raw -307774.348098 + Penalty 2717.023217 = -305057.324881
  nChanged 85
		SP:Iteration 12Q (29377.860000 sec): 3 clusters
  Score: Raw -307833.736644 + Penalty 2717.023217 = -305116.713428
  nChanged 78
		SP:Iteration 13Q (29378.030000 sec): 3 clusters
  Score: Raw -307878.558136 + Penalty 2717.023217 = -305161.534919
  nChanged 69
		SP:Iteration 14Q (29378.210000 sec): 3 clusters
  Score: Raw -307919.137226 + Penalty 2717.023217 = -305202.114010
  nChanged 74
		SP:Iteration 15Q (29378.390000 sec): 3 clusters
  Score: Raw -307952.692378 + Penalty 2717.023217 = -305235.669162
  nChanged 47
		SP:Iteration 16Q (29378.560000 sec): 3 clusters
  Score: Raw -307975.734383 + Penalty 2717.023217 = -305258.711167
  nChanged 46
		SP:Iteration 17Q (29378.730000 sec): 3 clusters
  Score: Raw -307997.908852 + Penalty 2717.023217 = -305280.885635
  nChanged 44
		SP:Iteration 18Q (29378.910000 sec): 3 clusters
  Score: Raw -308016.666280 + Penalty 2717.023217 = -305299.643064
  nChanged 38
		SP:Iteration 19Q (29379.090000 sec): 3 clusters
  Score: Raw -308032.568083 + Penalty 2717.023217 = -305315.544866
  nChanged 31
		SP:Iteration 20F (29379.260000 sec): 3 clusters
  Score: Raw -308044.318969 + Penalty 2717.023217 = -305327.295753
  nChanged 30
		SP:Iteration 21Q (29379.440000 sec): 3 clusters
  Score: Raw -308055.418916 + Penalty 2717.023217 = -305338.395699
  nChanged 26
		SP:Iteration 22Q (29379.610000 sec): 3 clusters
  Score: Raw -308067.044334 + Penalty 2717.023217 = -305350.021118
  nChanged 33
		SP:Iteration 23Q (29379.790000 sec): 3 clusters
  Score: Raw -308079.481097 + Penalty 2717.023217 = -305362.457880
  nChanged 23
		SP:Iteration 24Q (29379.970000 sec): 3 clusters
  Score: Raw -308087.496553 + Penalty 2717.023217 = -305370.473336
  nChanged 24
		SP:Iteration 25Q (29380.140000 sec): 3 clusters
  Score: Raw -308095.505315 + Penalty 2717.023217 = -305378.482098
  nChanged 19
		SP:Iteration 26Q (29380.320000 sec): 3 clusters
  Score: Raw -308100.907080 + Penalty 2717.023217 = -305383.883863
  nChanged 15
		SP:Iteration 27Q (29380.490000 sec): 3 clusters
  Score: Raw -308106.039074 + Penalty 2717.023217 = -305389.015857
  nChanged 16
		SP:Iteration 28Q (29380.670000 sec): 3 clusters
  Score: Raw -308111.452019 + Penalty 2717.023217 = -305394.428803
  nChanged 12
		SP:Iteration 29Q (29380.850000 sec): 3 clusters
  Score: Raw -308115.211145 + Penalty 2717.023217 = -305398.187929
  nChanged 7
		SP:Iteration 30Q (29381.020000 sec): 3 clusters
  Score: Raw -308116.725731 + Penalty 2717.023217 = -305399.702514
  nChanged 2
		SP:Iteration 31Q (29381.200000 sec): 3 clusters
  Score: Raw -308117.536033 + Penalty 2717.023217 = -305400.512816
  nChanged 6
		SP:Iteration 32Q (29381.370000 sec): 3 clusters
  Score: Raw -308119.438626 + Penalty 2717.023217 = -305402.415409
  nChanged 8
		SP:Iteration 33Q (29381.550000 sec): 3 clusters
  Score: Raw -308121.945553 + Penalty 2717.023217 = -305404.922336
  nChanged 11
		SP:Iteration 34Q (29381.730000 sec): 3 clusters
  Score: Raw -308124.484335 + Penalty 2717.023217 = -305407.461118
  nChanged 11
		SP:Iteration 35Q (29381.900000 sec): 3 clusters
  Score: Raw -308128.068087 + Penalty 2717.023217 = -305411.044871
  nChanged 10
		SP:Iteration 36Q (29382.080000 sec): 3 clusters
  Score: Raw -308130.858786 + Penalty 2717.023217 = -305413.835570
  nChanged 9
		SP:Iteration 37Q (29382.250000 sec): 3 clusters
  Score: Raw -308133.601194 + Penalty 2717.023217 = -305416.577978
  nChanged 8
		SP:Iteration 38Q (29382.430000 sec): 3 clusters
  Score: Raw -308136.653308 + Penalty 2717.023217 = -305419.630091
  nChanged 9
		SP:Iteration 39Q (29382.600000 sec): 3 clusters
  Score: Raw -308138.208781 + Penalty 2717.023217 = -305421.185564
  nChanged 5
		SP:Iteration 40F (29382.780000 sec): 3 clusters
  Score: Raw -308140.168463 + Penalty 2717.023217 = -305423.145246
  nChanged 6
		SP:Iteration 41Q (29382.950000 sec): 3 clusters
  Score: Raw -308141.336134 + Penalty 2717.023217 = -305424.312917
  nChanged 6
		SP:Iteration 42Q (29383.130000 sec): 3 clusters
  Score: Raw -308143.147993 + Penalty 2717.023217 = -305426.124777
  nChanged 7
		SP:Iteration 43Q (29383.310000 sec): 3 clusters
  Score: Raw -308144.603950 + Penalty 2717.023217 = -305427.580734
  nChanged 2
		SP:Iteration 44Q (29383.480000 sec): 3 clusters
  Score: Raw -308145.155275 + Penalty 2717.023217 = -305428.132058
  nChanged 1
		SP:Iteration 45Q (29383.660000 sec): 3 clusters
  Score: Raw -308145.404669 + Penalty 2717.023217 = -305428.381452
  nChanged 2
		SP:Iteration 46Q (29383.830000 sec): 3 clusters
  Score: Raw -308145.760146 + Penalty 2717.023217 = -305428.736929
  nChanged 0
		SP:Iteration 47F (29384.010000 sec): 3 clusters
  Score: Raw -308145.760146 + Penalty 2717.023217 = -305428.736929
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 81 (4688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29384.090000 sec): 2 clusters
  Score: Raw -398767.702813 + Penalty 1373.573716 = -397394.129096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29384.270000 sec): 3 clusters
  Score: Raw -396434.360840 + Penalty 2747.147433 = -393687.213407
  nChanged 1908
		SP:Iteration 1F (29384.450000 sec): 3 clusters
  Score: Raw -397754.348320 + Penalty 2747.147433 = -395007.200888
  nChanged 445
		SP:Iteration 2F (29384.620000 sec): 3 clusters
  Score: Raw -398207.472026 + Penalty 2747.147433 = -395460.324593
  nChanged 395
		SP:Iteration 3F (29384.800000 sec): 3 clusters
  Score: Raw -398562.080206 + Penalty 2747.147433 = -395814.932773
  nChanged 307
		SP:Iteration 4F (29384.970000 sec): 3 clusters
  Score: Raw -398810.919656 + Penalty 2747.147433 = -396063.772223
  nChanged 240
		SP:Iteration 5F (29385.150000 sec): 3 clusters
  Score: Raw -398995.880470 + Penalty 2747.147433 = -396248.733038
  nChanged 181
		SP:Iteration 6Q (29385.320000 sec): 3 clusters
  Score: Raw -399130.255775 + Penalty 2747.147433 = -396383.108343
  nChanged 163
		SP:Iteration 7Q (29385.500000 sec): 3 clusters
  Score: Raw -399237.910453 + Penalty 2747.147433 = -396490.763020
  nChanged 125
		SP:Iteration 8Q (29385.670000 sec): 3 clusters
  Score: Raw -399318.638214 + Penalty 2747.147433 = -396571.490781
  nChanged 107
		SP:Iteration 9Q (29385.850000 sec): 3 clusters
  Score: Raw -399384.545089 + Penalty 2747.147433 = -396637.397656
  nChanged 90
		SP:Iteration 10Q (29386.030000 sec): 3 clusters
  Score: Raw -399428.473718 + Penalty 2747.147433 = -396681.326285
  nChanged 83
		SP:Iteration 11Q (29386.200000 sec): 3 clusters
  Score: Raw -399471.070762 + Penalty 2747.147433 = -396723.923329
  nChanged 54
		SP:Iteration 12Q (29386.380000 sec): 3 clusters
  Score: Raw -399489.947494 + Penalty 2747.147433 = -396742.800061
  nChanged 47
		SP:Iteration 13Q (29386.550000 sec): 3 clusters
  Score: Raw -399511.354437 + Penalty 2747.147433 = -396764.207004
  nChanged 50
		SP:Iteration 14Q (29386.730000 sec): 3 clusters
  Score: Raw -399537.596667 + Penalty 2747.147433 = -396790.449235
  nChanged 42
		SP:Iteration 15Q (29386.900000 sec): 3 clusters
  Score: Raw -399555.555881 + Penalty 2747.147433 = -396808.408449
  nChanged 39
		SP:Iteration 16Q (29387.080000 sec): 3 clusters
  Score: Raw -399569.034129 + Penalty 2747.147433 = -396821.886697
  nChanged 29
		SP:Iteration 17Q (29387.250000 sec): 3 clusters
  Score: Raw -399580.388560 + Penalty 2747.147433 = -396833.241128
  nChanged 26
		SP:Iteration 18Q (29387.430000 sec): 3 clusters
  Score: Raw -399590.868210 + Penalty 2747.147433 = -396843.720777
  nChanged 24
		SP:Iteration 19Q (29387.610000 sec): 3 clusters
  Score: Raw -399598.154653 + Penalty 2747.147433 = -396851.007221
  nChanged 12
		SP:Iteration 20F (29387.760000 sec): 3 clusters
  Score: Raw -399602.253016 + Penalty 2747.147433 = -396855.105584
  nChanged 15
		SP:Iteration 21Q (29387.950000 sec): 3 clusters
  Score: Raw -399606.868207 + Penalty 2747.147433 = -396859.720775
  nChanged 11
		SP:Iteration 22Q (29388.130000 sec): 3 clusters
  Score: Raw -399609.249763 + Penalty 2747.147433 = -396862.102331
  nChanged 9
		SP:Iteration 23Q (29388.300000 sec): 3 clusters
  Score: Raw -399612.557244 + Penalty 2747.147433 = -396865.409811
  nChanged 7
		SP:Iteration 24Q (29388.480000 sec): 3 clusters
  Score: Raw -399614.961249 + Penalty 2747.147433 = -396867.813816
  nChanged 8
		SP:Iteration 25Q (29388.650000 sec): 3 clusters
  Score: Raw -399616.622859 + Penalty 2747.147433 = -396869.475427
  nChanged 5
		SP:Iteration 26Q (29388.830000 sec): 3 clusters
  Score: Raw -399617.539675 + Penalty 2747.147433 = -396870.392242
  nChanged 3
		SP:Iteration 27Q (29389.010000 sec): 3 clusters
  Score: Raw -399618.224243 + Penalty 2747.147433 = -396871.076810
  nChanged 3
		SP:Iteration 28Q (29389.180000 sec): 3 clusters
  Score: Raw -399618.563670 + Penalty 2747.147433 = -396871.416237
  nChanged 1
		SP:Iteration 29Q (29389.350000 sec): 3 clusters
  Score: Raw -399618.793636 + Penalty 2747.147433 = -396871.646203
  nChanged 0
		SP:Iteration 30F (29389.530000 sec): 3 clusters
  Score: Raw -399618.793636 + Penalty 2747.147433 = -396871.646203
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 82 (4298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29389.660000 sec): 2 clusters
  Score: Raw -387541.857373 + Penalty 1359.459575 = -386182.397798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29389.840000 sec): 3 clusters
  Score: Raw -385407.639069 + Penalty 2718.919150 = -382688.719918
  nChanged 1699
		SP:Iteration 1F (29390.020000 sec): 3 clusters
  Score: Raw -386483.708592 + Penalty 2718.919150 = -383764.789442
  nChanged 351
		SP:Iteration 2F (29390.190000 sec): 3 clusters
  Score: Raw -386700.904822 + Penalty 2718.919150 = -383981.985672
  nChanged 261
		SP:Iteration 3F (29390.370000 sec): 3 clusters
  Score: Raw -386861.099590 + Penalty 2718.919150 = -384142.180440
  nChanged 230
		SP:Iteration 4F (29390.540000 sec): 3 clusters
  Score: Raw -387015.278893 + Penalty 2718.919150 = -384296.359743
  nChanged 227
		SP:Iteration 5F (29390.720000 sec): 3 clusters
  Score: Raw -387180.832094 + Penalty 2718.919150 = -384461.912944
  nChanged 216
		SP:Iteration 6F (29390.890000 sec): 3 clusters
  Score: Raw -387316.522979 + Penalty 2718.919150 = -384597.603829
  nChanged 135
		SP:Iteration 7Q (29391.070000 sec): 3 clusters
  Score: Raw -387385.057823 + Penalty 2718.919150 = -384666.138673
  nChanged 112
		SP:Iteration 8Q (29391.250000 sec): 3 clusters
  Score: Raw -387447.246306 + Penalty 2718.919150 = -384728.327156
  nChanged 91
		SP:Iteration 9Q (29391.420000 sec): 3 clusters
  Score: Raw -387488.387294 + Penalty 2718.919150 = -384769.468144
  nChanged 74
		SP:Iteration 10Q (29391.600000 sec): 3 clusters
  Score: Raw -387521.534986 + Penalty 2718.919150 = -384802.615836
  nChanged 56
		SP:Iteration 11Q (29391.770000 sec): 3 clusters
  Score: Raw -387549.409050 + Penalty 2718.919150 = -384830.489900
  nChanged 53
		SP:Iteration 12Q (29391.950000 sec): 3 clusters
  Score: Raw -387574.071434 + Penalty 2718.919150 = -384855.152284
  nChanged 48
		SP:Iteration 13Q (29392.130000 sec): 3 clusters
  Score: Raw -387595.118772 + Penalty 2718.919150 = -384876.199622
  nChanged 46
		SP:Iteration 14Q (29392.300000 sec): 3 clusters
  Score: Raw -387614.585989 + Penalty 2718.919150 = -384895.666839
  nChanged 34
		SP:Iteration 15Q (29392.520000 sec): 3 clusters
  Score: Raw -387628.252950 + Penalty 2718.919150 = -384909.333800
  nChanged 37
		SP:Iteration 16Q (29392.700000 sec): 3 clusters
  Score: Raw -387644.519754 + Penalty 2718.919150 = -384925.600604
  nChanged 41
		SP:Iteration 17Q (29392.930000 sec): 3 clusters
  Score: Raw -387660.597689 + Penalty 2718.919150 = -384941.678538
  nChanged 33
		SP:Iteration 18Q (29393.080000 sec): 3 clusters
  Score: Raw -387669.930580 + Penalty 2718.919150 = -384951.011430
  nChanged 24
		SP:Iteration 19Q (29393.310000 sec): 3 clusters
  Score: Raw -387679.425874 + Penalty 2718.919150 = -384960.506723
  nChanged 35
		SP:Iteration 20F (29393.460000 sec): 3 clusters
  Score: Raw -387696.070224 + Penalty 2718.919150 = -384977.151074
  nChanged 37
		SP:Iteration 21Q (29393.690000 sec): 3 clusters
  Score: Raw -387712.588632 + Penalty 2718.919150 = -384993.669482
  nChanged 27
		SP:Iteration 22Q (29393.830000 sec): 3 clusters
  Score: Raw -387722.764541 + Penalty 2718.919150 = -385003.845391
  nChanged 32
		SP:Iteration 23Q (29394.020000 sec): 3 clusters
  Score: Raw -387734.259117 + Penalty 2718.919150 = -385015.339967
  nChanged 21
		SP:Iteration 24Q (29394.200000 sec): 3 clusters
  Score: Raw -387742.265864 + Penalty 2718.919150 = -385023.346713
  nChanged 25
		SP:Iteration 25Q (29394.380000 sec): 3 clusters
  Score: Raw -387751.766397 + Penalty 2718.919150 = -385032.847247
  nChanged 24
		SP:Iteration 26Q (29394.550000 sec): 3 clusters
  Score: Raw -387760.625680 + Penalty 2718.919150 = -385041.706530
  nChanged 22
		SP:Iteration 27Q (29394.730000 sec): 3 clusters
  Score: Raw -387768.582807 + Penalty 2718.919150 = -385049.663657
  nChanged 20
		SP:Iteration 28Q (29394.910000 sec): 3 clusters
  Score: Raw -387777.036020 + Penalty 2718.919150 = -385058.116870
  nChanged 26
		SP:Iteration 29Q (29395.080000 sec): 3 clusters
  Score: Raw -387787.506078 + Penalty 2718.919150 = -385068.586928
  nChanged 30
		SP:Iteration 30Q (29395.260000 sec): 3 clusters
  Score: Raw -387798.553510 + Penalty 2718.919150 = -385079.634360
  nChanged 29
		SP:Iteration 31Q (29395.430000 sec): 3 clusters
  Score: Raw -387808.858599 + Penalty 2718.919150 = -385089.939449
  nChanged 24
		SP:Iteration 32Q (29395.610000 sec): 3 clusters
  Score: Raw -387818.503550 + Penalty 2718.919150 = -385099.584400
  nChanged 19
		SP:Iteration 33Q (29395.780000 sec): 3 clusters
  Score: Raw -387825.602271 + Penalty 2718.919150 = -385106.683121
  nChanged 21
		SP:Iteration 34Q (29395.960000 sec): 3 clusters
  Score: Raw -387832.947803 + Penalty 2718.919150 = -385114.028653
  nChanged 19
		SP:Iteration 35Q (29396.130000 sec): 3 clusters
  Score: Raw -387840.386277 + Penalty 2718.919150 = -385121.467127
  nChanged 29
		SP:Iteration 36Q (29396.330000 sec): 3 clusters
  Score: Raw -387852.718117 + Penalty 2718.919150 = -385133.798967
  nChanged 32
		SP:Iteration 37Q (29396.530000 sec): 3 clusters
  Score: Raw -387864.319647 + Penalty 2718.919150 = -385145.400497
  nChanged 25
		SP:Iteration 38Q (29396.680000 sec): 3 clusters
  Score: Raw -387875.828709 + Penalty 2718.919150 = -385156.909559
  nChanged 24
		SP:Iteration 39Q (29396.850000 sec): 3 clusters
  Score: Raw -387887.739045 + Penalty 2718.919150 = -385168.819895
  nChanged 23
		SP:Iteration 40F (29397.030000 sec): 3 clusters
  Score: Raw -387898.285597 + Penalty 2718.919150 = -385179.366446
  nChanged 27
		SP:Iteration 41Q (29397.210000 sec): 3 clusters
  Score: Raw -387908.256605 + Penalty 2718.919150 = -385189.337455
  nChanged 22
		SP:Iteration 42Q (29397.380000 sec): 3 clusters
  Score: Raw -387916.171799 + Penalty 2718.919150 = -385197.252649
  nChanged 12
		SP:Iteration 43Q (29397.560000 sec): 3 clusters
  Score: Raw -387921.142257 + Penalty 2718.919150 = -385202.223107
  nChanged 19
		SP:Iteration 44Q (29397.730000 sec): 3 clusters
  Score: Raw -387930.561650 + Penalty 2718.919150 = -385211.642500
  nChanged 20
		SP:Iteration 45Q (29397.910000 sec): 3 clusters
  Score: Raw -387937.870097 + Penalty 2718.919150 = -385218.950947
  nChanged 22
		SP:Iteration 46Q (29398.090000 sec): 3 clusters
  Score: Raw -387944.202200 + Penalty 2718.919150 = -385225.283050
  nChanged 16
		SP:Iteration 47Q (29398.260000 sec): 3 clusters
  Score: Raw -387950.007212 + Penalty 2718.919150 = -385231.088062
  nChanged 19
		SP:Iteration 48Q (29398.430000 sec): 3 clusters
  Score: Raw -387960.491168 + Penalty 2718.919150 = -385241.572017
  nChanged 18
		SP:Iteration 49Q (29398.520000 sec): 3 clusters
  Score: Raw -387966.627211 + Penalty 2718.919150 = -385247.708061
  nChanged 12
		SP:Iteration 50Q (29398.610000 sec): 3 clusters
  Score: Raw -387969.574411 + Penalty 2718.919150 = -385250.655261
  nChanged 8
		SP:Iteration 51Q (29398.700000 sec): 3 clusters
  Score: Raw -387971.594725 + Penalty 2718.919150 = -385252.675575
  nChanged 7
		SP:Iteration 52Q (29398.790000 sec): 3 clusters
  Score: Raw -387973.532473 + Penalty 2718.919150 = -385254.613323
  nChanged 8
		SP:Iteration 53Q (29398.870000 sec): 3 clusters
  Score: Raw -387975.827278 + Penalty 2718.919150 = -385256.908128
  nChanged 11
		SP:Iteration 54Q (29398.960000 sec): 3 clusters
  Score: Raw -387978.552892 + Penalty 2718.919150 = -385259.633741
  nChanged 9
		SP:Iteration 55Q (29399.040000 sec): 3 clusters
  Score: Raw -387980.339986 + Penalty 2718.919150 = -385261.420836
  nChanged 6
		SP:Iteration 56Q (29399.130000 sec): 3 clusters
  Score: Raw -387981.548191 + Penalty 2718.919150 = -385262.629041
  nChanged 3
		SP:Iteration 57Q (29399.210000 sec): 3 clusters
  Score: Raw -387982.157794 + Penalty 2718.919150 = -385263.238644
  nChanged 2
		SP:Iteration 58Q (29399.300000 sec): 3 clusters
  Score: Raw -387982.330919 + Penalty 2718.919150 = -385263.411769
  nChanged 0
		SP:Iteration 59F (29399.390000 sec): 3 clusters
  Score: Raw -387982.330919 + Penalty 2718.919150 = -385263.411769
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 83 (4596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29399.460000 sec): 2 clusters
  Score: Raw -450993.294688 + Penalty 1370.353016 = -449622.941672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29399.560000 sec): 3 clusters
  Score: Raw -448659.791546 + Penalty 2740.706033 = -445919.085514
  nChanged 1844
		SP:Iteration 1F (29399.650000 sec): 3 clusters
  Score: Raw -449647.114858 + Penalty 2740.706033 = -446906.408826
  nChanged 332
		SP:Iteration 2F (29399.730000 sec): 3 clusters
  Score: Raw -449839.550637 + Penalty 2740.706033 = -447098.844604
  nChanged 243
		SP:Iteration 3F (29399.820000 sec): 3 clusters
  Score: Raw -449961.672372 + Penalty 2740.706033 = -447220.966339
  nChanged 225
		SP:Iteration 4Q (29399.910000 sec): 3 clusters
  Score: Raw -450088.955119 + Penalty 2740.706033 = -447348.249087
  nChanged 187
		SP:Iteration 5Q (29400.000000 sec): 3 clusters
  Score: Raw -450180.127050 + Penalty 2740.706033 = -447439.421017
  nChanged 157
		SP:Iteration 6Q (29400.090000 sec): 3 clusters
  Score: Raw -450254.639014 + Penalty 2740.706033 = -447513.932982
  nChanged 134
		SP:Iteration 7Q (29400.180000 sec): 3 clusters
  Score: Raw -450310.935586 + Penalty 2740.706033 = -447570.229553
  nChanged 140
		SP:Iteration 8Q (29400.270000 sec): 3 clusters
  Score: Raw -450375.196662 + Penalty 2740.706033 = -447634.490629
  nChanged 149
		SP:Iteration 9Q (29400.350000 sec): 3 clusters
  Score: Raw -450457.037683 + Penalty 2740.706033 = -447716.331650
  nChanged 169
		SP:Iteration 10Q (29400.440000 sec): 3 clusters
  Score: Raw -450541.157453 + Penalty 2740.706033 = -447800.451420
  nChanged 152
		SP:Iteration 11Q (29400.530000 sec): 3 clusters
  Score: Raw -450612.085731 + Penalty 2740.706033 = -447871.379699
  nChanged 145
		SP:Iteration 12Q (29400.620000 sec): 3 clusters
  Score: Raw -450675.308887 + Penalty 2740.706033 = -447934.602854
  nChanged 113
		SP:Iteration 13Q (29400.710000 sec): 3 clusters
  Score: Raw -450723.575232 + Penalty 2740.706033 = -447982.869200
  nChanged 89
		SP:Iteration 14Q (29400.790000 sec): 3 clusters
  Score: Raw -450757.539066 + Penalty 2740.706033 = -448016.833033
  nChanged 82
		SP:Iteration 15Q (29400.880000 sec): 3 clusters
  Score: Raw -450791.618410 + Penalty 2740.706033 = -448050.912377
  nChanged 82
		SP:Iteration 16Q (29400.970000 sec): 3 clusters
  Score: Raw -450823.175459 + Penalty 2740.706033 = -448082.469426
  nChanged 56
		SP:Iteration 17Q (29401.060000 sec): 3 clusters
  Score: Raw -450843.028605 + Penalty 2740.706033 = -448102.322573
  nChanged 41
		SP:Iteration 18Q (29401.150000 sec): 3 clusters
  Score: Raw -450856.754886 + Penalty 2740.706033 = -448116.048854
  nChanged 35
		SP:Iteration 19Q (29401.230000 sec): 3 clusters
  Score: Raw -450867.604452 + Penalty 2740.706033 = -448126.898419
  nChanged 24
		SP:Iteration 20F (29401.320000 sec): 3 clusters
  Score: Raw -450874.806121 + Penalty 2740.706033 = -448134.100089
  nChanged 21
		SP:Iteration 21Q (29401.410000 sec): 3 clusters
  Score: Raw -450881.445428 + Penalty 2740.706033 = -448140.739395
  nChanged 21
		SP:Iteration 22Q (29401.600000 sec): 3 clusters
  Score: Raw -450888.275736 + Penalty 2740.706033 = -448147.569704
  nChanged 17
		SP:Iteration 23Q (29401.770000 sec): 3 clusters
  Score: Raw -450894.734513 + Penalty 2740.706033 = -448154.028480
  nChanged 18
		SP:Iteration 24Q (29401.950000 sec): 3 clusters
  Score: Raw -450901.769890 + Penalty 2740.706033 = -448161.063858
  nChanged 22
		SP:Iteration 25Q (29402.130000 sec): 3 clusters
  Score: Raw -450910.398145 + Penalty 2740.706033 = -448169.692113
  nChanged 25
		SP:Iteration 26Q (29402.300000 sec): 3 clusters
  Score: Raw -450924.361022 + Penalty 2740.706033 = -448183.654990
  nChanged 29
		SP:Iteration 27Q (29402.480000 sec): 3 clusters
  Score: Raw -450937.132738 + Penalty 2740.706033 = -448196.426705
  nChanged 18
		SP:Iteration 28Q (29402.650000 sec): 3 clusters
  Score: Raw -450945.839055 + Penalty 2740.706033 = -448205.133022
  nChanged 20
		SP:Iteration 29Q (29402.830000 sec): 3 clusters
  Score: Raw -450951.702480 + Penalty 2740.706033 = -448210.996448
  nChanged 15
		SP:Iteration 30Q (29403.010000 sec): 3 clusters
  Score: Raw -450957.241709 + Penalty 2740.706033 = -448216.535676
  nChanged 19
		SP:Iteration 31Q (29403.180000 sec): 3 clusters
  Score: Raw -450964.270484 + Penalty 2740.706033 = -448223.564451
  nChanged 15
		SP:Iteration 32Q (29403.360000 sec): 3 clusters
  Score: Raw -450969.399138 + Penalty 2740.706033 = -448228.693106
  nChanged 11
		SP:Iteration 33Q (29403.530000 sec): 3 clusters
  Score: Raw -450973.441448 + Penalty 2740.706033 = -448232.735416
  nChanged 8
		SP:Iteration 34Q (29403.710000 sec): 3 clusters
  Score: Raw -450976.481126 + Penalty 2740.706033 = -448235.775094
  nChanged 10
		SP:Iteration 35Q (29403.880000 sec): 3 clusters
  Score: Raw -450979.827178 + Penalty 2740.706033 = -448239.121145
  nChanged 7
		SP:Iteration 36Q (29404.060000 sec): 3 clusters
  Score: Raw -450981.607458 + Penalty 2740.706033 = -448240.901425
  nChanged 7
		SP:Iteration 37Q (29404.230000 sec): 3 clusters
  Score: Raw -450983.540110 + Penalty 2740.706033 = -448242.834078
  nChanged 7
		SP:Iteration 38Q (29404.410000 sec): 3 clusters
  Score: Raw -450985.573730 + Penalty 2740.706033 = -448244.867698
  nChanged 7
		SP:Iteration 39Q (29404.590000 sec): 3 clusters
  Score: Raw -450987.734032 + Penalty 2740.706033 = -448247.028000
  nChanged 6
		SP:Iteration 40F (29404.760000 sec): 3 clusters
  Score: Raw -450989.708052 + Penalty 2740.706033 = -448249.002019
  nChanged 6
		SP:Iteration 41Q (29404.940000 sec): 3 clusters
  Score: Raw -450991.317121 + Penalty 2740.706033 = -448250.611088
  nChanged 4
		SP:Iteration 42Q (29405.110000 sec): 3 clusters
  Score: Raw -450992.257214 + Penalty 2740.706033 = -448251.551182
  nChanged 2
		SP:Iteration 43Q (29405.270000 sec): 3 clusters
  Score: Raw -450992.606637 + Penalty 2740.706033 = -448251.900604
  nChanged 2
		SP:Iteration 44Q (29405.440000 sec): 3 clusters
  Score: Raw -450993.063431 + Penalty 2740.706033 = -448252.357398
  nChanged 0
		SP:Iteration 45F (29405.600000 sec): 3 clusters
  Score: Raw -450993.063431 + Penalty 2740.706033 = -448252.357398
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 84 (7594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29405.740000 sec): 2 clusters
  Score: Raw -716130.880434 + Penalty 1451.955983 = -714678.924451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29405.950000 sec): 3 clusters
  Score: Raw -711974.311158 + Penalty 2903.911966 = -709070.399192
  nChanged 3153
		SP:Iteration 1F (29406.150000 sec): 3 clusters
  Score: Raw -713712.393013 + Penalty 2903.911966 = -710808.481047
  nChanged 565
		SP:Iteration 2F (29406.340000 sec): 3 clusters
  Score: Raw -714060.637338 + Penalty 2903.911966 = -711156.725372
  nChanged 553
		SP:Iteration 3F (29406.540000 sec): 3 clusters
  Score: Raw -714401.762228 + Penalty 2903.911966 = -711497.850263
  nChanged 454
		SP:Iteration 4F (29406.740000 sec): 3 clusters
  Score: Raw -714699.088421 + Penalty 2903.911966 = -711795.176456
  nChanged 417
		SP:Iteration 5F (29406.940000 sec): 3 clusters
  Score: Raw -714943.683636 + Penalty 2903.911966 = -712039.771670
  nChanged 347
		SP:Iteration 6Q (29407.140000 sec): 3 clusters
  Score: Raw -715152.811347 + Penalty 2903.911966 = -712248.899382
  nChanged 308
		SP:Iteration 7Q (29407.340000 sec): 3 clusters
  Score: Raw -715338.804700 + Penalty 2903.911966 = -712434.892734
  nChanged 260
		SP:Iteration 8Q (29407.540000 sec): 3 clusters
  Score: Raw -715515.826434 + Penalty 2903.911966 = -712611.914468
  nChanged 238
		SP:Iteration 9Q (29407.740000 sec): 3 clusters
  Score: Raw -715678.771133 + Penalty 2903.911966 = -712774.859167
  nChanged 192
		SP:Iteration 10Q (29407.940000 sec): 3 clusters
  Score: Raw -715818.355993 + Penalty 2903.911966 = -712914.444028
  nChanged 163
		SP:Iteration 11Q (29408.140000 sec): 3 clusters
  Score: Raw -715933.218832 + Penalty 2903.911966 = -713029.306866
  nChanged 131
		SP:Iteration 12Q (29408.340000 sec): 3 clusters
  Score: Raw -716013.914714 + Penalty 2903.911966 = -713110.002748
  nChanged 99
		SP:Iteration 13Q (29408.540000 sec): 3 clusters
  Score: Raw -716085.581347 + Penalty 2903.911966 = -713181.669381
  nChanged 98
		SP:Iteration 14Q (29408.740000 sec): 3 clusters
  Score: Raw -716159.028359 + Penalty 2903.911966 = -713255.116393
  nChanged 74
		SP:Iteration 15Q (29408.940000 sec): 3 clusters
  Score: Raw -716216.796888 + Penalty 2903.911966 = -713312.884922
  nChanged 42
		SP:Iteration 16Q (29409.140000 sec): 3 clusters
  Score: Raw -716247.119119 + Penalty 2903.911966 = -713343.207153
  nChanged 33
		SP:Iteration 17Q (29409.330000 sec): 3 clusters
  Score: Raw -716268.160020 + Penalty 2903.911966 = -713364.248054
  nChanged 24
		SP:Iteration 18Q (29409.530000 sec): 3 clusters
  Score: Raw -716283.608894 + Penalty 2903.911966 = -713379.696928
  nChanged 14
		SP:Iteration 19Q (29409.730000 sec): 3 clusters
  Score: Raw -716294.356778 + Penalty 2903.911966 = -713390.444812
  nChanged 17
		SP:Iteration 20F (29409.930000 sec): 3 clusters
  Score: Raw -716308.812275 + Penalty 2903.911966 = -713404.900310
  nChanged 19
		SP:Iteration 21Q (29410.130000 sec): 3 clusters
  Score: Raw -716323.471463 + Penalty 2903.911966 = -713419.559497
  nChanged 13
		SP:Iteration 22Q (29410.330000 sec): 3 clusters
  Score: Raw -716333.252696 + Penalty 2903.911966 = -713429.340731
  nChanged 9
		SP:Iteration 23Q (29410.530000 sec): 3 clusters
  Score: Raw -716340.106465 + Penalty 2903.911966 = -713436.194500
  nChanged 4
		SP:Iteration 24Q (29410.730000 sec): 3 clusters
  Score: Raw -716343.426686 + Penalty 2903.911966 = -713439.514720
  nChanged 2
		SP:Iteration 25Q (29410.930000 sec): 3 clusters
  Score: Raw -716344.384490 + Penalty 2903.911966 = -713440.472524
  nChanged 1
		SP:Iteration 26Q (29411.130000 sec): 3 clusters
  Score: Raw -716344.692451 + Penalty 2903.911966 = -713440.780486
  nChanged 1
		SP:Iteration 27Q (29411.340000 sec): 3 clusters
  Score: Raw -716344.936846 + Penalty 2903.911966 = -713441.024880
  nChanged 0
		SP:Iteration 28F (29411.540000 sec): 3 clusters
  Score: Raw -716344.936846 + Penalty 2903.911966 = -713441.024880
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 85 (2803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29411.640000 sec): 2 clusters
  Score: Raw -218718.759866 + Penalty 1289.997402 = -217428.762464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29411.810000 sec): 3 clusters
  Score: Raw -217437.897471 + Penalty 2579.994804 = -214857.902667
  nChanged 1091
		SP:Iteration 1F (29411.990000 sec): 3 clusters
  Score: Raw -218199.701573 + Penalty 2579.994804 = -215619.706769
  nChanged 251
		SP:Iteration 2F (29412.170000 sec): 3 clusters
  Score: Raw -218395.542995 + Penalty 2579.994804 = -215815.548191
  nChanged 168
		SP:Iteration 3F (29412.340000 sec): 3 clusters
  Score: Raw -218509.140883 + Penalty 2579.994804 = -215929.146079
  nChanged 118
		SP:Iteration 4Q (29412.520000 sec): 3 clusters
  Score: Raw -218592.462134 + Penalty 2579.994804 = -216012.467330
  nChanged 104
		SP:Iteration 5Q (29412.690000 sec): 3 clusters
  Score: Raw -218672.739334 + Penalty 2579.994804 = -216092.744530
  nChanged 91
		SP:Iteration 6Q (29412.870000 sec): 3 clusters
  Score: Raw -218730.217149 + Penalty 2579.994804 = -216150.222345
  nChanged 59
		SP:Iteration 7Q (29413.050000 sec): 3 clusters
  Score: Raw -218761.320642 + Penalty 2579.994804 = -216181.325838
  nChanged 48
		SP:Iteration 8Q (29413.220000 sec): 3 clusters
  Score: Raw -218786.972960 + Penalty 2579.994804 = -216206.978156
  nChanged 46
		SP:Iteration 9Q (29413.400000 sec): 3 clusters
  Score: Raw -218806.341046 + Penalty 2579.994804 = -216226.346242
  nChanged 41
		SP:Iteration 10Q (29413.570000 sec): 3 clusters
  Score: Raw -218824.786460 + Penalty 2579.994804 = -216244.791656
  nChanged 32
		SP:Iteration 11Q (29413.750000 sec): 3 clusters
  Score: Raw -218838.877976 + Penalty 2579.994804 = -216258.883172
  nChanged 22
		SP:Iteration 12Q (29413.930000 sec): 3 clusters
  Score: Raw -218848.708499 + Penalty 2579.994804 = -216268.713695
  nChanged 20
		SP:Iteration 13Q (29414.100000 sec): 3 clusters
  Score: Raw -218856.465727 + Penalty 2579.994804 = -216276.470922
  nChanged 15
		SP:Iteration 14Q (29414.280000 sec): 3 clusters
  Score: Raw -218861.996267 + Penalty 2579.994804 = -216282.001463
  nChanged 10
		SP:Iteration 15Q (29414.440000 sec): 3 clusters
  Score: Raw -218866.028226 + Penalty 2579.994804 = -216286.033422
  nChanged 7
		SP:Iteration 16Q (29414.600000 sec): 3 clusters
  Score: Raw -218869.103992 + Penalty 2579.994804 = -216289.109187
  nChanged 6
		SP:Iteration 17Q (29414.770000 sec): 3 clusters
  Score: Raw -218871.741242 + Penalty 2579.994804 = -216291.746438
  nChanged 10
		SP:Iteration 18Q (29414.930000 sec): 3 clusters
  Score: Raw -218875.088011 + Penalty 2579.994804 = -216295.093207
  nChanged 5
		SP:Iteration 19Q (29415.090000 sec): 3 clusters
  Score: Raw -218877.327939 + Penalty 2579.994804 = -216297.333135
  nChanged 4
		SP:Iteration 20F (29415.260000 sec): 3 clusters
  Score: Raw -218878.873444 + Penalty 2579.994804 = -216298.878640
  nChanged 4
		SP:Iteration 21Q (29415.420000 sec): 3 clusters
  Score: Raw -218879.932864 + Penalty 2579.994804 = -216299.938060
  nChanged 0
		SP:Iteration 22F (29415.490000 sec): 3 clusters
  Score: Raw -218879.932864 + Penalty 2579.994804 = -216299.938060
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 86 (557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29415.520000 sec): 2 clusters
  Score: Raw -35182.630406 + Penalty 1027.416851 = -34155.213555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29415.540000 sec): 3 clusters
  Score: Raw -35155.933110 + Penalty 2054.833703 = -33101.099407
  nChanged 145
		SP:Iteration 1F (29415.550000 sec): 3 clusters
  Score: Raw -35367.434482 + Penalty 2054.833703 = -33312.600779
  nChanged 44
		SP:Iteration 2F (29415.570000 sec): 3 clusters
  Score: Raw -35445.056768 + Penalty 2054.833703 = -33390.223065
  nChanged 22
		SP:Iteration 3Q (29415.590000 sec): 3 clusters
  Score: Raw -35482.672169 + Penalty 2054.833703 = -33427.838466
  nChanged 16
		SP:Iteration 4Q (29415.600000 sec): 3 clusters
  Score: Raw -35513.627000 + Penalty 2054.833703 = -33458.793297
  nChanged 5
		SP:Iteration 5Q (29415.620000 sec): 3 clusters
  Score: Raw -35524.794162 + Penalty 2054.833703 = -33469.960459
  nChanged 8
		SP:Iteration 6Q (29415.630000 sec): 3 clusters
  Score: Raw -35535.270581 + Penalty 2054.833703 = -33480.436878
  nChanged 3
		SP:Iteration 7Q (29415.650000 sec): 3 clusters
  Score: Raw -35538.941635 + Penalty 2054.833703 = -33484.107932
  nChanged 5
		SP:Iteration 8Q (29415.670000 sec): 3 clusters
  Score: Raw -35544.704769 + Penalty 2054.833703 = -33489.871066
  nChanged 1
		SP:Iteration 9Q (29415.680000 sec): 3 clusters
  Score: Raw -35545.269840 + Penalty 2054.833703 = -33490.436137
  nChanged 1
		SP:Iteration 10Q (29415.700000 sec): 3 clusters
  Score: Raw -35548.268361 + Penalty 2054.833703 = -33493.434658
  nChanged 1
		SP:Iteration 11Q (29415.710000 sec): 3 clusters
  Score: Raw -35549.629145 + Penalty 2054.833703 = -33494.795442
  nChanged 0
		SP:Iteration 12F (29415.730000 sec): 3 clusters
  Score: Raw -35549.629145 + Penalty 2054.833703 = -33494.795442
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 87 (2189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29415.810000 sec): 2 clusters
  Score: Raw -174426.567139 + Penalty 1249.820016 = -173176.747124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29415.990000 sec): 3 clusters
  Score: Raw -173484.336453 + Penalty 2499.640032 = -170984.696422
  nChanged 807
		SP:Iteration 1F (29416.170000 sec): 3 clusters
  Score: Raw -174082.741943 + Penalty 2499.640032 = -171583.101911
  nChanged 180
		SP:Iteration 2F (29416.350000 sec): 3 clusters
  Score: Raw -174243.182602 + Penalty 2499.640032 = -171743.542570
  nChanged 125
		SP:Iteration 3F (29416.520000 sec): 3 clusters
  Score: Raw -174355.872991 + Penalty 2499.640032 = -171856.232959
  nChanged 102
		SP:Iteration 4Q (29416.690000 sec): 3 clusters
  Score: Raw -174429.759555 + Penalty 2499.640032 = -171930.119523
  nChanged 67
		SP:Iteration 5Q (29416.870000 sec): 3 clusters
  Score: Raw -174480.305381 + Penalty 2499.640032 = -171980.665350
  nChanged 45
		SP:Iteration 6Q (29417.050000 sec): 3 clusters
  Score: Raw -174512.599433 + Penalty 2499.640032 = -172012.959401
  nChanged 40
		SP:Iteration 7Q (29417.220000 sec): 3 clusters
  Score: Raw -174537.049772 + Penalty 2499.640032 = -172037.409740
  nChanged 26
		SP:Iteration 8Q (29417.400000 sec): 3 clusters
  Score: Raw -174554.644337 + Penalty 2499.640032 = -172055.004306
  nChanged 34
		SP:Iteration 9Q (29417.570000 sec): 3 clusters
  Score: Raw -174576.300023 + Penalty 2499.640032 = -172076.659992
  nChanged 25
		SP:Iteration 10Q (29417.750000 sec): 3 clusters
  Score: Raw -174590.697323 + Penalty 2499.640032 = -172091.057291
  nChanged 27
		SP:Iteration 11Q (29417.930000 sec): 3 clusters
  Score: Raw -174602.780075 + Penalty 2499.640032 = -172103.140044
  nChanged 17
		SP:Iteration 12Q (29418.100000 sec): 3 clusters
  Score: Raw -174615.429147 + Penalty 2499.640032 = -172115.789115
  nChanged 16
		SP:Iteration 13Q (29418.280000 sec): 3 clusters
  Score: Raw -174624.787251 + Penalty 2499.640032 = -172125.147220
  nChanged 11
		SP:Iteration 14Q (29418.450000 sec): 3 clusters
  Score: Raw -174635.350033 + Penalty 2499.640032 = -172135.710001
  nChanged 16
		SP:Iteration 15Q (29418.600000 sec): 3 clusters
  Score: Raw -174645.040763 + Penalty 2499.640032 = -172145.400732
  nChanged 8
		SP:Iteration 16Q (29418.650000 sec): 3 clusters
  Score: Raw -174649.612883 + Penalty 2499.640032 = -172149.972851
  nChanged 14
		SP:Iteration 17Q (29418.690000 sec): 3 clusters
  Score: Raw -174656.880805 + Penalty 2499.640032 = -172157.240773
  nChanged 9
		SP:Iteration 18Q (29418.740000 sec): 3 clusters
  Score: Raw -174663.468969 + Penalty 2499.640032 = -172163.828938
  nChanged 8
		SP:Iteration 19Q (29418.780000 sec): 3 clusters
  Score: Raw -174666.593229 + Penalty 2499.640032 = -172166.953197
  nChanged 3
		SP:Iteration 20F (29418.830000 sec): 3 clusters
  Score: Raw -174667.331242 + Penalty 2499.640032 = -172167.691210
  nChanged 3
		SP:Iteration 21Q (29418.870000 sec): 3 clusters
  Score: Raw -174670.112201 + Penalty 2499.640032 = -172170.472170
  nChanged 4
		SP:Iteration 22Q (29418.920000 sec): 3 clusters
  Score: Raw -174673.239862 + Penalty 2499.640032 = -172173.599830
  nChanged 7
		SP:Iteration 23Q (29418.960000 sec): 3 clusters
  Score: Raw -174678.278818 + Penalty 2499.640032 = -172178.638786
  nChanged 5
		SP:Iteration 24Q (29419.010000 sec): 3 clusters
  Score: Raw -174680.277428 + Penalty 2499.640032 = -172180.637397
  nChanged 4
		SP:Iteration 25Q (29419.170000 sec): 3 clusters
  Score: Raw -174683.057434 + Penalty 2499.640032 = -172183.417403
  nChanged 5
		SP:Iteration 26Q (29419.340000 sec): 3 clusters
  Score: Raw -174685.977116 + Penalty 2499.640032 = -172186.337085
  nChanged 11
		SP:Iteration 27Q (29419.520000 sec): 3 clusters
  Score: Raw -174691.003083 + Penalty 2499.640032 = -172191.363051
  nChanged 6
		SP:Iteration 28Q (29419.690000 sec): 3 clusters
  Score: Raw -174693.050287 + Penalty 2499.640032 = -172193.410255
  nChanged 4
		SP:Iteration 29Q (29419.870000 sec): 3 clusters
  Score: Raw -174694.220964 + Penalty 2499.640032 = -172194.580933
  nChanged 5
		SP:Iteration 30Q (29420.050000 sec): 3 clusters
  Score: Raw -174696.032512 + Penalty 2499.640032 = -172196.392480
  nChanged 5
		SP:Iteration 31Q (29420.220000 sec): 3 clusters
  Score: Raw -174699.521268 + Penalty 2499.640032 = -172199.881237
  nChanged 5
		SP:Iteration 32Q (29420.400000 sec): 3 clusters
  Score: Raw -174701.950207 + Penalty 2499.640032 = -172202.310175
  nChanged 6
		SP:Iteration 33Q (29420.570000 sec): 3 clusters
  Score: Raw -174704.934757 + Penalty 2499.640032 = -172205.294725
  nChanged 1
		SP:Iteration 34Q (29420.750000 sec): 3 clusters
  Score: Raw -174705.309254 + Penalty 2499.640032 = -172205.669223
  nChanged 1
		SP:Iteration 35Q (29420.930000 sec): 3 clusters
  Score: Raw -174705.660913 + Penalty 2499.640032 = -172206.020881
  nChanged 1
		SP:Iteration 36Q (29421.100000 sec): 3 clusters
  Score: Raw -174706.328899 + Penalty 2499.640032 = -172206.688867
  nChanged 2
		SP:Iteration 37Q (29421.280000 sec): 3 clusters
  Score: Raw -174707.070270 + Penalty 2499.640032 = -172207.430238
  nChanged 1
		SP:Iteration 38Q (29421.450000 sec): 3 clusters
  Score: Raw -174707.524526 + Penalty 2499.640032 = -172207.884495
  nChanged 1
		SP:Iteration 39Q (29421.600000 sec): 3 clusters
  Score: Raw -174707.987754 + Penalty 2499.640032 = -172208.347722
  nChanged 0
		SP:Iteration 40F (29421.760000 sec): 3 clusters
  Score: Raw -174707.987754 + Penalty 2499.640032 = -172208.347722
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 88 (3351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29421.830000 sec): 2 clusters
  Score: Raw -266824.823542 + Penalty 1319.014789 = -265505.808753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29422.010000 sec): 3 clusters
  Score: Raw -265279.472213 + Penalty 2638.029579 = -262641.442635
  nChanged 1298
		SP:Iteration 1F (29422.180000 sec): 3 clusters
  Score: Raw -266293.168665 + Penalty 2638.029579 = -263655.139086
  nChanged 325
		SP:Iteration 2F (29422.360000 sec): 3 clusters
  Score: Raw -266588.218678 + Penalty 2638.029579 = -263950.189099
  nChanged 221
		SP:Iteration 3F (29422.530000 sec): 3 clusters
  Score: Raw -266837.903621 + Penalty 2638.029579 = -264199.874043
  nChanged 205
		SP:Iteration 4F (29422.710000 sec): 3 clusters
  Score: Raw -267035.843837 + Penalty 2638.029579 = -264397.814259
  nChanged 169
		SP:Iteration 5F (29422.890000 sec): 3 clusters
  Score: Raw -267173.275706 + Penalty 2638.029579 = -264535.246128
  nChanged 127
		SP:Iteration 6Q (29423.060000 sec): 3 clusters
  Score: Raw -267258.222497 + Penalty 2638.029579 = -264620.192919
  nChanged 85
		SP:Iteration 7Q (29423.240000 sec): 3 clusters
  Score: Raw -267308.642000 + Penalty 2638.029579 = -264670.612422
  nChanged 66
		SP:Iteration 8Q (29423.410000 sec): 3 clusters
  Score: Raw -267345.031878 + Penalty 2638.029579 = -264707.002300
  nChanged 52
		SP:Iteration 9Q (29423.590000 sec): 3 clusters
  Score: Raw -267369.339146 + Penalty 2638.029579 = -264731.309568
  nChanged 39
		SP:Iteration 10Q (29423.770000 sec): 3 clusters
  Score: Raw -267386.193912 + Penalty 2638.029579 = -264748.164334
  nChanged 36
		SP:Iteration 11Q (29423.940000 sec): 3 clusters
  Score: Raw -267402.879484 + Penalty 2638.029579 = -264764.849906
  nChanged 35
		SP:Iteration 12Q (29424.120000 sec): 3 clusters
  Score: Raw -267422.376561 + Penalty 2638.029579 = -264784.346982
  nChanged 31
		SP:Iteration 13Q (29424.290000 sec): 3 clusters
  Score: Raw -267436.774280 + Penalty 2638.029579 = -264798.744702
  nChanged 28
		SP:Iteration 14Q (29424.470000 sec): 3 clusters
  Score: Raw -267444.336930 + Penalty 2638.029579 = -264806.307352
  nChanged 10
		SP:Iteration 15Q (29424.650000 sec): 3 clusters
  Score: Raw -267445.690182 + Penalty 2638.029579 = -264807.660604
  nChanged 5
		SP:Iteration 16Q (29424.820000 sec): 3 clusters
  Score: Raw -267446.665203 + Penalty 2638.029579 = -264808.635625
  nChanged 3
		SP:Iteration 17Q (29425.000000 sec): 3 clusters
  Score: Raw -267448.144178 + Penalty 2638.029579 = -264810.114600
  nChanged 4
		SP:Iteration 18Q (29425.170000 sec): 3 clusters
  Score: Raw -267449.341267 + Penalty 2638.029579 = -264811.311688
  nChanged 3
		SP:Iteration 19Q (29425.350000 sec): 3 clusters
  Score: Raw -267450.217697 + Penalty 2638.029579 = -264812.188119
  nChanged 4
		SP:Iteration 20F (29425.530000 sec): 3 clusters
  Score: Raw -267451.032914 + Penalty 2638.029579 = -264813.003335
  nChanged 5
		SP:Iteration 21Q (29425.700000 sec): 3 clusters
  Score: Raw -267452.214779 + Penalty 2638.029579 = -264814.185201
  nChanged 5
		SP:Iteration 22Q (29425.880000 sec): 3 clusters
  Score: Raw -267454.210992 + Penalty 2638.029579 = -264816.181413
  nChanged 5
		SP:Iteration 23Q (29426.050000 sec): 3 clusters
  Score: Raw -267455.154375 + Penalty 2638.029579 = -264817.124797
  nChanged 5
		SP:Iteration 24Q (29426.230000 sec): 3 clusters
  Score: Raw -267456.791823 + Penalty 2638.029579 = -264818.762245
  nChanged 6
		SP:Iteration 25Q (29426.410000 sec): 3 clusters
  Score: Raw -267458.740090 + Penalty 2638.029579 = -264820.710511
  nChanged 3
		SP:Iteration 26Q (29426.580000 sec): 3 clusters
  Score: Raw -267459.127833 + Penalty 2638.029579 = -264821.098255
  nChanged 1
		SP:Iteration 27Q (29426.760000 sec): 3 clusters
  Score: Raw -267459.726088 + Penalty 2638.029579 = -264821.696509
  nChanged 1
		SP:Iteration 28Q (29426.940000 sec): 3 clusters
  Score: Raw -267459.810691 + Penalty 2638.029579 = -264821.781112
  nChanged 0
		SP:Iteration 29F (29427.110000 sec): 3 clusters
  Score: Raw -267459.810691 + Penalty 2638.029579 = -264821.781112
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 89 (5945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29427.230000 sec): 2 clusters
  Score: Raw -496586.641556 + Penalty 1412.174694 = -495174.466862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29427.450000 sec): 3 clusters
  Score: Raw -493422.308824 + Penalty 2824.349388 = -490597.959436
  nChanged 2470
		SP:Iteration 1F (29427.660000 sec): 3 clusters
  Score: Raw -494930.099812 + Penalty 2824.349388 = -492105.750424
  nChanged 492
		SP:Iteration 2F (29427.870000 sec): 3 clusters
  Score: Raw -495245.019441 + Penalty 2824.349388 = -492420.670053
  nChanged 379
		SP:Iteration 3F (29428.080000 sec): 3 clusters
  Score: Raw -495474.179799 + Penalty 2824.349388 = -492649.830411
  nChanged 294
		SP:Iteration 4Q (29428.290000 sec): 3 clusters
  Score: Raw -495657.135994 + Penalty 2824.349388 = -492832.786606
  nChanged 265
		SP:Iteration 5Q (29428.500000 sec): 3 clusters
  Score: Raw -495809.767830 + Penalty 2824.349388 = -492985.418442
  nChanged 240
		SP:Iteration 6Q (29428.710000 sec): 3 clusters
  Score: Raw -495947.787317 + Penalty 2824.349388 = -493123.437929
  nChanged 214
		SP:Iteration 7Q (29428.920000 sec): 3 clusters
  Score: Raw -496092.881337 + Penalty 2824.349388 = -493268.531949
  nChanged 236
		SP:Iteration 8Q (29429.090000 sec): 3 clusters
  Score: Raw -496256.079204 + Penalty 2824.349388 = -493431.729816
  nChanged 224
		SP:Iteration 9Q (29429.300000 sec): 3 clusters
  Score: Raw -496422.511520 + Penalty 2824.349388 = -493598.162132
  nChanged 209
		SP:Iteration 10Q (29429.550000 sec): 3 clusters
  Score: Raw -496573.127221 + Penalty 2824.349388 = -493748.777833
  nChanged 168
		SP:Iteration 11Q (29429.720000 sec): 3 clusters
  Score: Raw -496689.531082 + Penalty 2824.349388 = -493865.181694
  nChanged 144
		SP:Iteration 12Q (29429.860000 sec): 3 clusters
  Score: Raw -496791.227463 + Penalty 2824.349388 = -493966.878075
  nChanged 128
		SP:Iteration 13Q (29430.030000 sec): 3 clusters
  Score: Raw -496890.192440 + Penalty 2824.349388 = -494065.843052
  nChanged 121
		SP:Iteration 14Q (29430.200000 sec): 3 clusters
  Score: Raw -496976.227909 + Penalty 2824.349388 = -494151.878521
  nChanged 96
		SP:Iteration 15Q (29430.360000 sec): 3 clusters
  Score: Raw -497038.570930 + Penalty 2824.349388 = -494214.221542
  nChanged 73
		SP:Iteration 16Q (29430.530000 sec): 3 clusters
  Score: Raw -497085.244278 + Penalty 2824.349388 = -494260.894890
  nChanged 68
		SP:Iteration 17Q (29430.700000 sec): 3 clusters
  Score: Raw -497139.107044 + Penalty 2824.349388 = -494314.757656
  nChanged 74
		SP:Iteration 18Q (29430.860000 sec): 3 clusters
  Score: Raw -497190.689809 + Penalty 2824.349388 = -494366.340421
  nChanged 74
		SP:Iteration 19Q (29431.030000 sec): 3 clusters
  Score: Raw -497244.803298 + Penalty 2824.349388 = -494420.453910
  nChanged 59
		SP:Iteration 20F (29431.240000 sec): 3 clusters
  Score: Raw -497294.317788 + Penalty 2824.349388 = -494469.968400
  nChanged 62
		SP:Iteration 21Q (29431.400000 sec): 3 clusters
  Score: Raw -497345.582221 + Penalty 2824.349388 = -494521.232833
  nChanged 62
		SP:Iteration 22Q (29431.570000 sec): 3 clusters
  Score: Raw -497391.801029 + Penalty 2824.349388 = -494567.451641
  nChanged 47
		SP:Iteration 23Q (29431.740000 sec): 3 clusters
  Score: Raw -497427.660319 + Penalty 2824.349388 = -494603.310931
  nChanged 43
		SP:Iteration 24Q (29431.900000 sec): 3 clusters
  Score: Raw -497465.892013 + Penalty 2824.349388 = -494641.542625
  nChanged 45
		SP:Iteration 25Q (29432.070000 sec): 3 clusters
  Score: Raw -497497.122151 + Penalty 2824.349388 = -494672.772763
  nChanged 28
		SP:Iteration 26Q (29432.170000 sec): 3 clusters
  Score: Raw -497513.497963 + Penalty 2824.349388 = -494689.148575
  nChanged 19
		SP:Iteration 27Q (29432.360000 sec): 3 clusters
  Score: Raw -497522.084157 + Penalty 2824.349388 = -494697.734769
  nChanged 14
		SP:Iteration 28Q (29432.540000 sec): 3 clusters
  Score: Raw -497532.454913 + Penalty 2824.349388 = -494708.105525
  nChanged 19
		SP:Iteration 29Q (29432.700000 sec): 3 clusters
  Score: Raw -497542.298599 + Penalty 2824.349388 = -494717.949211
  nChanged 12
		SP:Iteration 30Q (29432.870000 sec): 3 clusters
  Score: Raw -497547.554398 + Penalty 2824.349388 = -494723.205010
  nChanged 9
		SP:Iteration 31Q (29433.040000 sec): 3 clusters
  Score: Raw -497551.915523 + Penalty 2824.349388 = -494727.566135
  nChanged 12
		SP:Iteration 32Q (29433.210000 sec): 3 clusters
  Score: Raw -497557.913335 + Penalty 2824.349388 = -494733.563947
  nChanged 7
		SP:Iteration 33Q (29433.380000 sec): 3 clusters
  Score: Raw -497559.555277 + Penalty 2824.349388 = -494735.205889
  nChanged 2
		SP:Iteration 34Q (29433.540000 sec): 3 clusters
  Score: Raw -497560.038178 + Penalty 2824.349388 = -494735.688790
  nChanged 2
		SP:Iteration 35Q (29433.710000 sec): 3 clusters
  Score: Raw -497560.737740 + Penalty 2824.349388 = -494736.388352
  nChanged 3
		SP:Iteration 36Q (29433.880000 sec): 3 clusters
  Score: Raw -497561.968321 + Penalty 2824.349388 = -494737.618934
  nChanged 5
		SP:Iteration 37Q (29434.040000 sec): 3 clusters
  Score: Raw -497564.524226 + Penalty 2824.349388 = -494740.174838
  nChanged 5
		SP:Iteration 38Q (29434.210000 sec): 3 clusters
  Score: Raw -497565.909123 + Penalty 2824.349388 = -494741.559735
  nChanged 1
		SP:Iteration 39Q (29434.380000 sec): 3 clusters
  Score: Raw -497566.248357 + Penalty 2824.349388 = -494741.898970
  nChanged 1
		SP:Iteration 40F (29434.550000 sec): 3 clusters
  Score: Raw -497566.480490 + Penalty 2824.349388 = -494742.131102
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 90 (5177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29434.640000 sec): 2 clusters
  Score: Raw -438298.479013 + Penalty 1389.696915 = -436908.782098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29434.810000 sec): 3 clusters
  Score: Raw -435596.006150 + Penalty 2779.393830 = -432816.612319
  nChanged 2145
		SP:Iteration 1F (29434.990000 sec): 3 clusters
  Score: Raw -436957.878653 + Penalty 2779.393830 = -434178.484823
  nChanged 458
		SP:Iteration 2F (29435.160000 sec): 3 clusters
  Score: Raw -437322.151488 + Penalty 2779.393830 = -434542.757658
  nChanged 378
		SP:Iteration 3F (29435.340000 sec): 3 clusters
  Score: Raw -437654.034024 + Penalty 2779.393830 = -434874.640194
  nChanged 339
		SP:Iteration 4F (29435.510000 sec): 3 clusters
  Score: Raw -437963.814137 + Penalty 2779.393830 = -435184.420306
  nChanged 322
		SP:Iteration 5F (29435.680000 sec): 3 clusters
  Score: Raw -438271.471446 + Penalty 2779.393830 = -435492.077616
  nChanged 246
		SP:Iteration 6Q (29435.860000 sec): 3 clusters
  Score: Raw -438493.129871 + Penalty 2779.393830 = -435713.736040
  nChanged 206
		SP:Iteration 7Q (29436.030000 sec): 3 clusters
  Score: Raw -438652.971992 + Penalty 2779.393830 = -435873.578162
  nChanged 168
		SP:Iteration 8Q (29436.210000 sec): 3 clusters
  Score: Raw -438760.969086 + Penalty 2779.393830 = -435981.575255
  nChanged 143
		SP:Iteration 9Q (29436.380000 sec): 3 clusters
  Score: Raw -438839.102266 + Penalty 2779.393830 = -436059.708436
  nChanged 99
		SP:Iteration 10Q (29436.560000 sec): 3 clusters
  Score: Raw -438889.981341 + Penalty 2779.393830 = -436110.587511
  nChanged 86
		SP:Iteration 11Q (29436.730000 sec): 3 clusters
  Score: Raw -438931.957448 + Penalty 2779.393830 = -436152.563617
  nChanged 57
		SP:Iteration 12Q (29436.900000 sec): 3 clusters
  Score: Raw -438958.985894 + Penalty 2779.393830 = -436179.592063
  nChanged 59
		SP:Iteration 13Q (29437.080000 sec): 3 clusters
  Score: Raw -438984.374309 + Penalty 2779.393830 = -436204.980479
  nChanged 42
		SP:Iteration 14Q (29437.250000 sec): 3 clusters
  Score: Raw -438999.961727 + Penalty 2779.393830 = -436220.567896
  nChanged 40
		SP:Iteration 15Q (29437.430000 sec): 3 clusters
  Score: Raw -439015.733396 + Penalty 2779.393830 = -436236.339566
  nChanged 31
		SP:Iteration 16Q (29437.600000 sec): 3 clusters
  Score: Raw -439026.943146 + Penalty 2779.393830 = -436247.549315
  nChanged 22
		SP:Iteration 17Q (29437.780000 sec): 3 clusters
  Score: Raw -439035.735890 + Penalty 2779.393830 = -436256.342059
  nChanged 25
		SP:Iteration 18Q (29437.990000 sec): 3 clusters
  Score: Raw -439045.972407 + Penalty 2779.393830 = -436266.578577
  nChanged 30
		SP:Iteration 19Q (29438.170000 sec): 3 clusters
  Score: Raw -439057.941906 + Penalty 2779.393830 = -436278.548075
  nChanged 26
		SP:Iteration 20F (29438.310000 sec): 3 clusters
  Score: Raw -439067.591077 + Penalty 2779.393830 = -436288.197247
  nChanged 26
		SP:Iteration 21Q (29438.480000 sec): 3 clusters
  Score: Raw -439076.675850 + Penalty 2779.393830 = -436297.282019
  nChanged 17
		SP:Iteration 22Q (29438.660000 sec): 3 clusters
  Score: Raw -439082.433801 + Penalty 2779.393830 = -436303.039970
  nChanged 20
		SP:Iteration 23Q (29438.830000 sec): 3 clusters
  Score: Raw -439088.645670 + Penalty 2779.393830 = -436309.251840
  nChanged 13
		SP:Iteration 24Q (29439.000000 sec): 3 clusters
  Score: Raw -439091.689220 + Penalty 2779.393830 = -436312.295389
  nChanged 11
		SP:Iteration 25Q (29439.180000 sec): 3 clusters
  Score: Raw -439094.467008 + Penalty 2779.393830 = -436315.073178
  nChanged 11
		SP:Iteration 26Q (29439.380000 sec): 3 clusters
  Score: Raw -439096.689362 + Penalty 2779.393830 = -436317.295532
  nChanged 8
		SP:Iteration 27Q (29439.480000 sec): 3 clusters
  Score: Raw -439099.759612 + Penalty 2779.393830 = -436320.365781
  nChanged 7
		SP:Iteration 28Q (29439.660000 sec): 3 clusters
  Score: Raw -439100.908779 + Penalty 2779.393830 = -436321.514948
  nChanged 6
		SP:Iteration 29Q (29439.880000 sec): 3 clusters
  Score: Raw -439101.660784 + Penalty 2779.393830 = -436322.266954
  nChanged 6
		SP:Iteration 30Q (29440.020000 sec): 3 clusters
  Score: Raw -439102.660531 + Penalty 2779.393830 = -436323.266700
  nChanged 4
		SP:Iteration 31Q (29440.200000 sec): 3 clusters
  Score: Raw -439103.404396 + Penalty 2779.393830 = -436324.010565
  nChanged 5
		SP:Iteration 32Q (29440.370000 sec): 3 clusters
  Score: Raw -439104.539342 + Penalty 2779.393830 = -436325.145512
  nChanged 7
		SP:Iteration 33Q (29440.550000 sec): 3 clusters
  Score: Raw -439105.791348 + Penalty 2779.393830 = -436326.397518
  nChanged 5
		SP:Iteration 34Q (29440.720000 sec): 3 clusters
  Score: Raw -439106.901610 + Penalty 2779.393830 = -436327.507780
  nChanged 6
		SP:Iteration 35Q (29440.900000 sec): 3 clusters
  Score: Raw -439108.624225 + Penalty 2779.393830 = -436329.230395
  nChanged 7
		SP:Iteration 36Q (29441.070000 sec): 3 clusters
  Score: Raw -439110.019196 + Penalty 2779.393830 = -436330.625365
  nChanged 3
		SP:Iteration 37Q (29441.240000 sec): 3 clusters
  Score: Raw -439110.609779 + Penalty 2779.393830 = -436331.215948
  nChanged 1
		SP:Iteration 38Q (29441.460000 sec): 3 clusters
  Score: Raw -439110.784364 + Penalty 2779.393830 = -436331.390534
  nChanged 0
		SP:Iteration 39F (29441.640000 sec): 3 clusters
  Score: Raw -439110.784364 + Penalty 2779.393830 = -436331.390534
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 91 (3636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29441.710000 sec): 2 clusters
  Score: Raw -307074.221339 + Penalty 1332.278911 = -305741.942428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29441.880000 sec): 3 clusters
  Score: Raw -305249.577767 + Penalty 2664.557823 = -302585.019944
  nChanged 1442
		SP:Iteration 1F (29442.060000 sec): 3 clusters
  Score: Raw -306165.408487 + Penalty 2664.557823 = -303500.850664
  nChanged 384
		SP:Iteration 2F (29442.240000 sec): 3 clusters
  Score: Raw -306544.809585 + Penalty 2664.557823 = -303880.251762
  nChanged 322
		SP:Iteration 3F (29442.410000 sec): 3 clusters
  Score: Raw -306860.349181 + Penalty 2664.557823 = -304195.791358
  nChanged 226
		SP:Iteration 4F (29442.590000 sec): 3 clusters
  Score: Raw -307068.916281 + Penalty 2664.557823 = -304404.358458
  nChanged 168
		SP:Iteration 5Q (29442.760000 sec): 3 clusters
  Score: Raw -307231.305080 + Penalty 2664.557823 = -304566.747257
  nChanged 143
		SP:Iteration 6Q (29442.940000 sec): 3 clusters
  Score: Raw -307356.124859 + Penalty 2664.557823 = -304691.567036
  nChanged 119
		SP:Iteration 7Q (29443.110000 sec): 3 clusters
  Score: Raw -307457.614170 + Penalty 2664.557823 = -304793.056347
  nChanged 101
		SP:Iteration 8Q (29443.290000 sec): 3 clusters
  Score: Raw -307522.810869 + Penalty 2664.557823 = -304858.253046
  nChanged 64
		SP:Iteration 9Q (29443.460000 sec): 3 clusters
  Score: Raw -307563.168151 + Penalty 2664.557823 = -304898.610328
  nChanged 49
		SP:Iteration 10Q (29443.640000 sec): 3 clusters
  Score: Raw -307587.396039 + Penalty 2664.557823 = -304922.838216
  nChanged 38
		SP:Iteration 11Q (29443.820000 sec): 3 clusters
  Score: Raw -307602.361523 + Penalty 2664.557823 = -304937.803700
  nChanged 28
		SP:Iteration 12Q (29443.990000 sec): 3 clusters
  Score: Raw -307614.057845 + Penalty 2664.557823 = -304949.500022
  nChanged 26
		SP:Iteration 13Q (29444.170000 sec): 3 clusters
  Score: Raw -307624.211228 + Penalty 2664.557823 = -304959.653405
  nChanged 16
		SP:Iteration 14Q (29444.340000 sec): 3 clusters
  Score: Raw -307629.255014 + Penalty 2664.557823 = -304964.697191
  nChanged 14
		SP:Iteration 15Q (29444.520000 sec): 3 clusters
  Score: Raw -307633.140372 + Penalty 2664.557823 = -304968.582549
  nChanged 11
		SP:Iteration 16Q (29444.700000 sec): 3 clusters
  Score: Raw -307636.065327 + Penalty 2664.557823 = -304971.507504
  nChanged 5
		SP:Iteration 17Q (29444.870000 sec): 3 clusters
  Score: Raw -307637.747983 + Penalty 2664.557823 = -304973.190160
  nChanged 4
		SP:Iteration 18Q (29445.050000 sec): 3 clusters
  Score: Raw -307638.906216 + Penalty 2664.557823 = -304974.348393
  nChanged 6
		SP:Iteration 19Q (29445.220000 sec): 3 clusters
  Score: Raw -307640.665299 + Penalty 2664.557823 = -304976.107476
  nChanged 2
		SP:Iteration 20F (29445.400000 sec): 3 clusters
  Score: Raw -307641.411345 + Penalty 2664.557823 = -304976.853522
  nChanged 1
		SP:Iteration 21Q (29445.580000 sec): 3 clusters
  Score: Raw -307641.657343 + Penalty 2664.557823 = -304977.099520
  nChanged 2
		SP:Iteration 22Q (29445.750000 sec): 3 clusters
  Score: Raw -307642.245548 + Penalty 2664.557823 = -304977.687725
  nChanged 3
		SP:Iteration 23Q (29445.930000 sec): 3 clusters
  Score: Raw -307643.298470 + Penalty 2664.557823 = -304978.740647
  nChanged 1
		SP:Iteration 24Q (29446.100000 sec): 3 clusters
  Score: Raw -307643.549066 + Penalty 2664.557823 = -304978.991243
  nChanged 2
		SP:Iteration 25Q (29446.280000 sec): 3 clusters
  Score: Raw -307644.288817 + Penalty 2664.557823 = -304979.730994
  nChanged 3
		SP:Iteration 26Q (29446.460000 sec): 3 clusters
  Score: Raw -307645.268400 + Penalty 2664.557823 = -304980.710577
  nChanged 3
		SP:Iteration 27Q (29446.630000 sec): 3 clusters
  Score: Raw -307646.606885 + Penalty 2664.557823 = -304982.049062
  nChanged 6
		SP:Iteration 28Q (29446.810000 sec): 3 clusters
  Score: Raw -307649.076724 + Penalty 2664.557823 = -304984.518901
  nChanged 3
		SP:Iteration 29Q (29446.980000 sec): 3 clusters
  Score: Raw -307649.734262 + Penalty 2664.557823 = -304985.176439
  nChanged 0
		SP:Iteration 30F (29447.160000 sec): 3 clusters
  Score: Raw -307649.734262 + Penalty 2664.557823 = -304985.176439
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 92 (3193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29447.260000 sec): 2 clusters
  Score: Raw -312757.112380 + Penalty 1311.166381 = -311445.945999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29447.440000 sec): 3 clusters
  Score: Raw -311264.440349 + Penalty 2622.332763 = -308642.107587
  nChanged 1189
		SP:Iteration 1F (29447.620000 sec): 3 clusters
  Score: Raw -311992.002963 + Penalty 2622.332763 = -309369.670201
  nChanged 310
		SP:Iteration 2F (29447.790000 sec): 3 clusters
  Score: Raw -312249.839157 + Penalty 2622.332763 = -309627.506395
  nChanged 227
		SP:Iteration 3F (29447.970000 sec): 3 clusters
  Score: Raw -312440.748585 + Penalty 2622.332763 = -309818.415822
  nChanged 193
		SP:Iteration 4F (29448.140000 sec): 3 clusters
  Score: Raw -312610.811080 + Penalty 2622.332763 = -309988.478317
  nChanged 156
		SP:Iteration 5Q (29448.320000 sec): 3 clusters
  Score: Raw -312728.029348 + Penalty 2622.332763 = -310105.696585
  nChanged 117
		SP:Iteration 6Q (29448.490000 sec): 3 clusters
  Score: Raw -312812.559836 + Penalty 2622.332763 = -310190.227073
  nChanged 83
		SP:Iteration 7Q (29448.670000 sec): 3 clusters
  Score: Raw -312872.055968 + Penalty 2622.332763 = -310249.723205
  nChanged 80
		SP:Iteration 8Q (29448.840000 sec): 3 clusters
  Score: Raw -312928.811572 + Penalty 2622.332763 = -310306.478809
  nChanged 61
		SP:Iteration 9Q (29449.020000 sec): 3 clusters
  Score: Raw -312977.389889 + Penalty 2622.332763 = -310355.057126
  nChanged 61
		SP:Iteration 10Q (29449.200000 sec): 3 clusters
  Score: Raw -313016.076985 + Penalty 2622.332763 = -310393.744223
  nChanged 40
		SP:Iteration 11Q (29449.370000 sec): 3 clusters
  Score: Raw -313039.619637 + Penalty 2622.332763 = -310417.286874
  nChanged 47
		SP:Iteration 12Q (29449.550000 sec): 3 clusters
  Score: Raw -313071.942979 + Penalty 2622.332763 = -310449.610216
  nChanged 47
		SP:Iteration 13Q (29449.720000 sec): 3 clusters
  Score: Raw -313110.346129 + Penalty 2622.332763 = -310488.013367
  nChanged 62
		SP:Iteration 14Q (29449.900000 sec): 3 clusters
  Score: Raw -313157.387344 + Penalty 2622.332763 = -310535.054581
  nChanged 61
		SP:Iteration 15Q (29450.080000 sec): 3 clusters
  Score: Raw -313199.753516 + Penalty 2622.332763 = -310577.420754
  nChanged 52
		SP:Iteration 16Q (29450.250000 sec): 3 clusters
  Score: Raw -313233.562487 + Penalty 2622.332763 = -310611.229725
  nChanged 37
		SP:Iteration 17Q (29450.430000 sec): 3 clusters
  Score: Raw -313253.026233 + Penalty 2622.332763 = -310630.693470
  nChanged 24
		SP:Iteration 18Q (29450.600000 sec): 3 clusters
  Score: Raw -313267.676925 + Penalty 2622.332763 = -310645.344163
  nChanged 26
		SP:Iteration 19Q (29450.780000 sec): 3 clusters
  Score: Raw -313281.566047 + Penalty 2622.332763 = -310659.233284
  nChanged 24
		SP:Iteration 20F (29450.960000 sec): 3 clusters
  Score: Raw -313294.901503 + Penalty 2622.332763 = -310672.568740
  nChanged 27
		SP:Iteration 21Q (29451.130000 sec): 3 clusters
  Score: Raw -313308.014671 + Penalty 2622.332763 = -310685.681908
  nChanged 25
		SP:Iteration 22Q (29451.310000 sec): 3 clusters
  Score: Raw -313320.128042 + Penalty 2622.332763 = -310697.795279
  nChanged 25
		SP:Iteration 23Q (29451.480000 sec): 3 clusters
  Score: Raw -313333.796453 + Penalty 2622.332763 = -310711.463690
  nChanged 21
		SP:Iteration 24Q (29451.660000 sec): 3 clusters
  Score: Raw -313343.313056 + Penalty 2622.332763 = -310720.980294
  nChanged 14
		SP:Iteration 25Q (29451.840000 sec): 3 clusters
  Score: Raw -313350.245802 + Penalty 2622.332763 = -310727.913040
  nChanged 15
		SP:Iteration 26Q (29452.010000 sec): 3 clusters
  Score: Raw -313356.612625 + Penalty 2622.332763 = -310734.279863
  nChanged 14
		SP:Iteration 27Q (29452.190000 sec): 3 clusters
  Score: Raw -313362.589006 + Penalty 2622.332763 = -310740.256243
  nChanged 18
		SP:Iteration 28Q (29452.360000 sec): 3 clusters
  Score: Raw -313370.953374 + Penalty 2622.332763 = -310748.620611
  nChanged 17
		SP:Iteration 29Q (29452.540000 sec): 3 clusters
  Score: Raw -313379.375143 + Penalty 2622.332763 = -310757.042380
  nChanged 13
		SP:Iteration 30Q (29452.720000 sec): 3 clusters
  Score: Raw -313386.198400 + Penalty 2622.332763 = -310763.865637
  nChanged 15
		SP:Iteration 31Q (29452.890000 sec): 3 clusters
  Score: Raw -313394.973841 + Penalty 2622.332763 = -310772.641078
  nChanged 13
		SP:Iteration 32Q (29453.060000 sec): 3 clusters
  Score: Raw -313401.110830 + Penalty 2622.332763 = -310778.778067
  nChanged 14
		SP:Iteration 33Q (29453.240000 sec): 3 clusters
  Score: Raw -313407.754033 + Penalty 2622.332763 = -310785.421270
  nChanged 18
		SP:Iteration 34Q (29453.420000 sec): 3 clusters
  Score: Raw -313415.546188 + Penalty 2622.332763 = -310793.213426
  nChanged 16
		SP:Iteration 35Q (29453.590000 sec): 3 clusters
  Score: Raw -313422.273881 + Penalty 2622.332763 = -310799.941118
  nChanged 13
		SP:Iteration 36Q (29453.770000 sec): 3 clusters
  Score: Raw -313428.612732 + Penalty 2622.332763 = -310806.279969
  nChanged 13
		SP:Iteration 37Q (29453.940000 sec): 3 clusters
  Score: Raw -313434.002905 + Penalty 2622.332763 = -310811.670142
  nChanged 8
		SP:Iteration 38Q (29454.120000 sec): 3 clusters
  Score: Raw -313437.781441 + Penalty 2622.332763 = -310815.448679
  nChanged 15
		SP:Iteration 39Q (29454.300000 sec): 3 clusters
  Score: Raw -313445.961183 + Penalty 2622.332763 = -310823.628421
  nChanged 11
		SP:Iteration 40F (29454.470000 sec): 3 clusters
  Score: Raw -313450.232723 + Penalty 2622.332763 = -310827.899960
  nChanged 7
		SP:Iteration 41Q (29454.650000 sec): 3 clusters
  Score: Raw -313453.282878 + Penalty 2622.332763 = -310830.950115
  nChanged 7
		SP:Iteration 42Q (29454.820000 sec): 3 clusters
  Score: Raw -313457.034864 + Penalty 2622.332763 = -310834.702102
  nChanged 13
		SP:Iteration 43Q (29455.000000 sec): 3 clusters
  Score: Raw -313464.204802 + Penalty 2622.332763 = -310841.872039
  nChanged 13
		SP:Iteration 44Q (29455.180000 sec): 3 clusters
  Score: Raw -313472.196289 + Penalty 2622.332763 = -310849.863526
  nChanged 15
		SP:Iteration 45Q (29455.350000 sec): 3 clusters
  Score: Raw -313479.517609 + Penalty 2622.332763 = -310857.184847
  nChanged 19
		SP:Iteration 46Q (29455.530000 sec): 3 clusters
  Score: Raw -313490.928263 + Penalty 2622.332763 = -310868.595500
  nChanged 12
		SP:Iteration 47Q (29455.700000 sec): 3 clusters
  Score: Raw -313497.355238 + Penalty 2622.332763 = -310875.022476
  nChanged 17
		SP:Iteration 48Q (29455.880000 sec): 3 clusters
  Score: Raw -313508.167651 + Penalty 2622.332763 = -310885.834889
  nChanged 19
		SP:Iteration 49Q (29456.060000 sec): 3 clusters
  Score: Raw -313522.550430 + Penalty 2622.332763 = -310900.217667
  nChanged 15
		SP:Iteration 50Q (29456.230000 sec): 3 clusters
  Score: Raw -313531.191316 + Penalty 2622.332763 = -310908.858553
  nChanged 12
		SP:Iteration 51Q (29456.410000 sec): 3 clusters
  Score: Raw -313537.725261 + Penalty 2622.332763 = -310915.392499
  nChanged 10
		SP:Iteration 52Q (29456.580000 sec): 3 clusters
  Score: Raw -313542.192677 + Penalty 2622.332763 = -310919.859915
  nChanged 9
		SP:Iteration 53Q (29456.760000 sec): 3 clusters
  Score: Raw -313545.622666 + Penalty 2622.332763 = -310923.289903
  nChanged 6
		SP:Iteration 54Q (29456.930000 sec): 3 clusters
  Score: Raw -313548.010981 + Penalty 2622.332763 = -310925.678219
  nChanged 6
		SP:Iteration 55Q (29457.110000 sec): 3 clusters
  Score: Raw -313549.668228 + Penalty 2622.332763 = -310927.335465
  nChanged 1
		SP:Iteration 56Q (29457.280000 sec): 3 clusters
  Score: Raw -313549.998727 + Penalty 2622.332763 = -310927.665965
  nChanged 0
		SP:Iteration 57F (29457.460000 sec): 3 clusters
  Score: Raw -313549.998727 + Penalty 2622.332763 = -310927.665965
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 93 (4451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29457.580000 sec): 2 clusters
  Score: Raw -359678.205266 + Penalty 1365.143661 = -358313.061605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29457.770000 sec): 3 clusters
  Score: Raw -357457.406714 + Penalty 2730.287322 = -354727.119391
  nChanged 1785
		SP:Iteration 1F (29458.000000 sec): 3 clusters
  Score: Raw -358606.979264 + Penalty 2730.287322 = -355876.691942
  nChanged 430
		SP:Iteration 2F (29458.140000 sec): 3 clusters
  Score: Raw -358991.836271 + Penalty 2730.287322 = -356261.548948
  nChanged 370
		SP:Iteration 3F (29458.370000 sec): 3 clusters
  Score: Raw -359341.636661 + Penalty 2730.287322 = -356611.349338
  nChanged 310
		SP:Iteration 4F (29458.550000 sec): 3 clusters
  Score: Raw -359651.928757 + Penalty 2730.287322 = -356921.641435
  nChanged 236
		SP:Iteration 5F (29458.700000 sec): 3 clusters
  Score: Raw -359862.407945 + Penalty 2730.287322 = -357132.120623
  nChanged 179
		SP:Iteration 6Q (29458.870000 sec): 3 clusters
  Score: Raw -359999.572707 + Penalty 2730.287322 = -357269.285384
  nChanged 126
		SP:Iteration 7Q (29459.050000 sec): 3 clusters
  Score: Raw -360097.079067 + Penalty 2730.287322 = -357366.791745
  nChanged 82
		SP:Iteration 8Q (29459.230000 sec): 3 clusters
  Score: Raw -360153.411403 + Penalty 2730.287322 = -357423.124081
  nChanged 65
		SP:Iteration 9Q (29459.400000 sec): 3 clusters
  Score: Raw -360207.788342 + Penalty 2730.287322 = -357477.501020
  nChanged 73
		SP:Iteration 10Q (29459.580000 sec): 3 clusters
  Score: Raw -360258.789503 + Penalty 2730.287322 = -357528.502180
  nChanged 54
		SP:Iteration 11Q (29459.750000 sec): 3 clusters
  Score: Raw -360295.455164 + Penalty 2730.287322 = -357565.167842
  nChanged 59
		SP:Iteration 12Q (29459.930000 sec): 3 clusters
  Score: Raw -360327.536905 + Penalty 2730.287322 = -357597.249583
  nChanged 43
		SP:Iteration 13Q (29460.110000 sec): 3 clusters
  Score: Raw -360351.668438 + Penalty 2730.287322 = -357621.381116
  nChanged 33
		SP:Iteration 14Q (29460.280000 sec): 3 clusters
  Score: Raw -360369.022211 + Penalty 2730.287322 = -357638.734888
  nChanged 29
		SP:Iteration 15Q (29460.460000 sec): 3 clusters
  Score: Raw -360391.202341 + Penalty 2730.287322 = -357660.915019
  nChanged 25
		SP:Iteration 16Q (29460.630000 sec): 3 clusters
  Score: Raw -360404.330724 + Penalty 2730.287322 = -357674.043401
  nChanged 25
		SP:Iteration 17Q (29460.810000 sec): 3 clusters
  Score: Raw -360418.725116 + Penalty 2730.287322 = -357688.437793
  nChanged 22
		SP:Iteration 18Q (29460.990000 sec): 3 clusters
  Score: Raw -360431.275928 + Penalty 2730.287322 = -357700.988605
  nChanged 21
		SP:Iteration 19Q (29461.160000 sec): 3 clusters
  Score: Raw -360439.195402 + Penalty 2730.287322 = -357708.908080
  nChanged 20
		SP:Iteration 20F (29461.360000 sec): 3 clusters
  Score: Raw -360444.830465 + Penalty 2730.287322 = -357714.543142
  nChanged 12
		SP:Iteration 21Q (29461.510000 sec): 3 clusters
  Score: Raw -360449.988115 + Penalty 2730.287322 = -357719.700793
  nChanged 14
		SP:Iteration 22Q (29461.690000 sec): 3 clusters
  Score: Raw -360459.153062 + Penalty 2730.287322 = -357728.865740
  nChanged 26
		SP:Iteration 23Q (29461.870000 sec): 3 clusters
  Score: Raw -360471.493696 + Penalty 2730.287322 = -357741.206373
  nChanged 22
		SP:Iteration 24Q (29462.040000 sec): 3 clusters
  Score: Raw -360477.859135 + Penalty 2730.287322 = -357747.571812
  nChanged 13
		SP:Iteration 25Q (29462.220000 sec): 3 clusters
  Score: Raw -360482.299318 + Penalty 2730.287322 = -357752.011995
  nChanged 12
		SP:Iteration 26Q (29462.390000 sec): 3 clusters
  Score: Raw -360486.608405 + Penalty 2730.287322 = -357756.321082
  nChanged 5
		SP:Iteration 27Q (29462.570000 sec): 3 clusters
  Score: Raw -360488.118631 + Penalty 2730.287322 = -357757.831309
  nChanged 5
		SP:Iteration 28Q (29462.740000 sec): 3 clusters
  Score: Raw -360489.350760 + Penalty 2730.287322 = -357759.063437
  nChanged 5
		SP:Iteration 29Q (29462.920000 sec): 3 clusters
  Score: Raw -360490.850146 + Penalty 2730.287322 = -357760.562823
  nChanged 5
		SP:Iteration 30Q (29463.090000 sec): 3 clusters
  Score: Raw -360492.102636 + Penalty 2730.287322 = -357761.815313
  nChanged 5
		SP:Iteration 31Q (29463.270000 sec): 3 clusters
  Score: Raw -360492.910770 + Penalty 2730.287322 = -357762.623448
  nChanged 5
		SP:Iteration 32Q (29463.450000 sec): 3 clusters
  Score: Raw -360494.047008 + Penalty 2730.287322 = -357763.759686
  nChanged 7
		SP:Iteration 33Q (29463.620000 sec): 3 clusters
  Score: Raw -360496.659833 + Penalty 2730.287322 = -357766.372510
  nChanged 6
		SP:Iteration 34Q (29463.800000 sec): 3 clusters
  Score: Raw -360498.142300 + Penalty 2730.287322 = -357767.854978
  nChanged 5
		SP:Iteration 35Q (29463.970000 sec): 3 clusters
  Score: Raw -360499.756660 + Penalty 2730.287322 = -357769.469338
  nChanged 2
		SP:Iteration 36Q (29464.150000 sec): 3 clusters
  Score: Raw -360500.307206 + Penalty 2730.287322 = -357770.019883
  nChanged 4
		SP:Iteration 37Q (29464.310000 sec): 3 clusters
  Score: Raw -360501.643407 + Penalty 2730.287322 = -357771.356084
  nChanged 4
		SP:Iteration 38Q (29464.480000 sec): 3 clusters
  Score: Raw -360502.636093 + Penalty 2730.287322 = -357772.348771
  nChanged 1
		SP:Iteration 39Q (29464.640000 sec): 3 clusters
  Score: Raw -360503.114755 + Penalty 2730.287322 = -357772.827433
  nChanged 2
		SP:Iteration 40F (29464.780000 sec): 3 clusters
  Score: Raw -360503.745678 + Penalty 2730.287322 = -357773.458355
  nChanged 3
		SP:Iteration 41Q (29464.870000 sec): 3 clusters
  Score: Raw -360505.024335 + Penalty 2730.287322 = -357774.737012
  nChanged 3
		SP:Iteration 42Q (29464.950000 sec): 3 clusters
  Score: Raw -360505.671115 + Penalty 2730.287322 = -357775.383793
  nChanged 1
		SP:Iteration 43Q (29465.030000 sec): 3 clusters
  Score: Raw -360506.056400 + Penalty 2730.287322 = -357775.769078
  nChanged 3
		SP:Iteration 44Q (29465.120000 sec): 3 clusters
  Score: Raw -360506.486227 + Penalty 2730.287322 = -357776.198904
  nChanged 0
		SP:Iteration 45F (29465.210000 sec): 3 clusters
  Score: Raw -360506.486227 + Penalty 2730.287322 = -357776.198904
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 94 (6253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29465.350000 sec): 2 clusters
  Score: Raw -518543.198416 + Penalty 1420.382702 = -517122.815714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29465.530000 sec): 3 clusters
  Score: Raw -515219.768607 + Penalty 2840.765404 = -512379.003203
  nChanged 2603
		SP:Iteration 1F (29465.670000 sec): 3 clusters
  Score: Raw -516703.329593 + Penalty 2840.765404 = -513862.564190
  nChanged 522
		SP:Iteration 2F (29465.830000 sec): 3 clusters
  Score: Raw -517070.206471 + Penalty 2840.765404 = -514229.441067
  nChanged 473
		SP:Iteration 3F (29466.000000 sec): 3 clusters
  Score: Raw -517429.485214 + Penalty 2840.765404 = -514588.719810
  nChanged 415
		SP:Iteration 4F (29466.160000 sec): 3 clusters
  Score: Raw -517769.007975 + Penalty 2840.765404 = -514928.242571
  nChanged 371
		SP:Iteration 5F (29466.330000 sec): 3 clusters
  Score: Raw -518087.303526 + Penalty 2840.765404 = -515246.538122
  nChanged 324
		SP:Iteration 6F (29466.490000 sec): 3 clusters
  Score: Raw -518327.248785 + Penalty 2840.765404 = -515486.483381
  nChanged 293
		SP:Iteration 7Q (29466.660000 sec): 3 clusters
  Score: Raw -518524.743050 + Penalty 2840.765404 = -515683.977646
  nChanged 238
		SP:Iteration 8Q (29466.820000 sec): 3 clusters
  Score: Raw -518653.838015 + Penalty 2840.765404 = -515813.072611
  nChanged 173
		SP:Iteration 9Q (29466.990000 sec): 3 clusters
  Score: Raw -518745.434553 + Penalty 2840.765404 = -515904.669149
  nChanged 118
		SP:Iteration 10Q (29467.150000 sec): 3 clusters
  Score: Raw -518799.862252 + Penalty 2840.765404 = -515959.096848
  nChanged 95
		SP:Iteration 11Q (29467.320000 sec): 3 clusters
  Score: Raw -518836.951155 + Penalty 2840.765404 = -515996.185751
  nChanged 69
		SP:Iteration 12Q (29467.480000 sec): 3 clusters
  Score: Raw -518863.075547 + Penalty 2840.765404 = -516022.310143
  nChanged 62
		SP:Iteration 13Q (29467.690000 sec): 3 clusters
  Score: Raw -518887.396706 + Penalty 2840.765404 = -516046.631302
  nChanged 49
		SP:Iteration 14Q (29467.790000 sec): 3 clusters
  Score: Raw -518903.061387 + Penalty 2840.765404 = -516062.295983
  nChanged 37
		SP:Iteration 15Q (29467.990000 sec): 3 clusters
  Score: Raw -518914.885429 + Penalty 2840.765404 = -516074.120025
  nChanged 33
		SP:Iteration 16Q (29468.190000 sec): 3 clusters
  Score: Raw -518926.144085 + Penalty 2840.765404 = -516085.378682
  nChanged 30
		SP:Iteration 17Q (29468.290000 sec): 3 clusters
  Score: Raw -518937.340830 + Penalty 2840.765404 = -516096.575426
  nChanged 31
		SP:Iteration 18Q (29468.400000 sec): 3 clusters
  Score: Raw -518948.912695 + Penalty 2840.765404 = -516108.147291
  nChanged 36
		SP:Iteration 19Q (29468.510000 sec): 3 clusters
  Score: Raw -518959.485046 + Penalty 2840.765404 = -516118.719642
  nChanged 26
		SP:Iteration 20F (29468.610000 sec): 3 clusters
  Score: Raw -518965.348473 + Penalty 2840.765404 = -516124.583069
  nChanged 20
		SP:Iteration 21Q (29468.710000 sec): 3 clusters
  Score: Raw -518971.010460 + Penalty 2840.765404 = -516130.245056
  nChanged 16
		SP:Iteration 22Q (29468.820000 sec): 3 clusters
  Score: Raw -518974.372636 + Penalty 2840.765404 = -516133.607232
  nChanged 11
		SP:Iteration 23Q (29469.020000 sec): 3 clusters
  Score: Raw -518975.856226 + Penalty 2840.765404 = -516135.090822
  nChanged 6
		SP:Iteration 24Q (29469.230000 sec): 3 clusters
  Score: Raw -518977.158488 + Penalty 2840.765404 = -516136.393084
  nChanged 3
		SP:Iteration 25Q (29469.410000 sec): 3 clusters
  Score: Raw -518978.090521 + Penalty 2840.765404 = -516137.325117
  nChanged 8
		SP:Iteration 26Q (29469.550000 sec): 3 clusters
  Score: Raw -518980.272577 + Penalty 2840.765404 = -516139.507173
  nChanged 4
		SP:Iteration 27Q (29469.760000 sec): 3 clusters
  Score: Raw -518980.838380 + Penalty 2840.765404 = -516140.072976
  nChanged 3
		SP:Iteration 28Q (29469.970000 sec): 3 clusters
  Score: Raw -518981.385788 + Penalty 2840.765404 = -516140.620384
  nChanged 4
		SP:Iteration 29Q (29470.170000 sec): 3 clusters
  Score: Raw -518981.809753 + Penalty 2840.765404 = -516141.044349
  nChanged 4
		SP:Iteration 30Q (29470.340000 sec): 3 clusters
  Score: Raw -518982.427200 + Penalty 2840.765404 = -516141.661796
  nChanged 2
		SP:Iteration 31Q (29470.500000 sec): 3 clusters
  Score: Raw -518982.935298 + Penalty 2840.765404 = -516142.169894
  nChanged 3
		SP:Iteration 32Q (29470.670000 sec): 3 clusters
  Score: Raw -518983.847099 + Penalty 2840.765404 = -516143.081695
  nChanged 5
		SP:Iteration 33Q (29470.830000 sec): 3 clusters
  Score: Raw -518985.217832 + Penalty 2840.765404 = -516144.452428
  nChanged 6
		SP:Iteration 34Q (29471.000000 sec): 3 clusters
  Score: Raw -518986.613797 + Penalty 2840.765404 = -516145.848393
  nChanged 5
		SP:Iteration 35Q (29471.160000 sec): 3 clusters
  Score: Raw -518987.592964 + Penalty 2840.765404 = -516146.827560
  nChanged 3
		SP:Iteration 36Q (29471.360000 sec): 3 clusters
  Score: Raw -518988.198860 + Penalty 2840.765404 = -516147.433456
  nChanged 2
		SP:Iteration 37Q (29471.540000 sec): 3 clusters
  Score: Raw -518988.790191 + Penalty 2840.765404 = -516148.024787
  nChanged 3
		SP:Iteration 38Q (29471.700000 sec): 3 clusters
  Score: Raw -518989.224731 + Penalty 2840.765404 = -516148.459327
  nChanged 2
		SP:Iteration 39Q (29471.870000 sec): 3 clusters
  Score: Raw -518989.523052 + Penalty 2840.765404 = -516148.757648
  nChanged 3
		SP:Iteration 40F (29472.030000 sec): 3 clusters
  Score: Raw -518990.687314 + Penalty 2840.765404 = -516149.921911
  nChanged 3
		SP:Iteration 41Q (29472.240000 sec): 3 clusters
  Score: Raw -518991.454558 + Penalty 2840.765404 = -516150.689154
  nChanged 4
		SP:Iteration 42Q (29472.410000 sec): 3 clusters
  Score: Raw -518992.225457 + Penalty 2840.765404 = -516151.460053
  nChanged 3
		SP:Iteration 43Q (29472.570000 sec): 3 clusters
  Score: Raw -518992.805241 + Penalty 2840.765404 = -516152.039837
  nChanged 5
		SP:Iteration 44Q (29472.770000 sec): 3 clusters
  Score: Raw -518993.852714 + Penalty 2840.765404 = -516153.087310
  nChanged 6
		SP:Iteration 45Q (29472.950000 sec): 3 clusters
  Score: Raw -518995.339736 + Penalty 2840.765404 = -516154.574332
  nChanged 3
		SP:Iteration 46Q (29473.110000 sec): 3 clusters
  Score: Raw -518995.927502 + Penalty 2840.765404 = -516155.162098
  nChanged 5
		SP:Iteration 47Q (29473.270000 sec): 3 clusters
  Score: Raw -518997.104708 + Penalty 2840.765404 = -516156.339304
  nChanged 5
		SP:Iteration 48Q (29473.440000 sec): 3 clusters
  Score: Raw -518998.226414 + Penalty 2840.765404 = -516157.461010
  nChanged 5
		SP:Iteration 49Q (29473.610000 sec): 3 clusters
  Score: Raw -518999.621707 + Penalty 2840.765404 = -516158.856303
  nChanged 9
		SP:Iteration 50Q (29473.770000 sec): 3 clusters
  Score: Raw -519001.162228 + Penalty 2840.765404 = -516160.396824
  nChanged 5
		SP:Iteration 51Q (29473.940000 sec): 3 clusters
  Score: Raw -519002.504337 + Penalty 2840.765404 = -516161.738933
  nChanged 5
		SP:Iteration 52Q (29474.100000 sec): 3 clusters
  Score: Raw -519004.178559 + Penalty 2840.765404 = -516163.413155
  nChanged 7
		SP:Iteration 53Q (29474.300000 sec): 3 clusters
  Score: Raw -519005.630213 + Penalty 2840.765404 = -516164.864809
  nChanged 7
		SP:Iteration 54Q (29474.400000 sec): 3 clusters
  Score: Raw -519007.431809 + Penalty 2840.765404 = -516166.666405
  nChanged 4
		SP:Iteration 55Q (29474.600000 sec): 3 clusters
  Score: Raw -519008.801115 + Penalty 2840.765404 = -516168.035711
  nChanged 4
		SP:Iteration 56Q (29474.770000 sec): 3 clusters
  Score: Raw -519009.265992 + Penalty 2840.765404 = -516168.500588
  nChanged 1
		SP:Iteration 57Q (29474.930000 sec): 3 clusters
  Score: Raw -519009.408219 + Penalty 2840.765404 = -516168.642815
  nChanged 0
		SP:Iteration 58F (29475.100000 sec): 3 clusters
  Score: Raw -519009.408219 + Penalty 2840.765404 = -516168.642815
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 95 (4237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29475.220000 sec): 2 clusters
  Score: Raw -319851.093224 + Penalty 1357.136747 = -318493.956477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29475.410000 sec): 3 clusters
  Score: Raw -317780.565581 + Penalty 2714.273494 = -315066.292088
  nChanged 1669
		SP:Iteration 1F (29475.500000 sec): 3 clusters
  Score: Raw -318858.725802 + Penalty 2714.273494 = -316144.452308
  nChanged 363
		SP:Iteration 2F (29475.590000 sec): 3 clusters
  Score: Raw -319168.492192 + Penalty 2714.273494 = -316454.218698
  nChanged 280
		SP:Iteration 3F (29475.670000 sec): 3 clusters
  Score: Raw -319382.364221 + Penalty 2714.273494 = -316668.090727
  nChanged 229
		SP:Iteration 4F (29475.760000 sec): 3 clusters
  Score: Raw -319561.404744 + Penalty 2714.273494 = -316847.131250
  nChanged 186
		SP:Iteration 5Q (29475.840000 sec): 3 clusters
  Score: Raw -319672.157023 + Penalty 2714.273494 = -316957.883529
  nChanged 141
		SP:Iteration 6Q (29475.930000 sec): 3 clusters
  Score: Raw -319739.509514 + Penalty 2714.273494 = -317025.236020
  nChanged 111
		SP:Iteration 7Q (29476.010000 sec): 3 clusters
  Score: Raw -319787.643566 + Penalty 2714.273494 = -317073.370072
  nChanged 89
		SP:Iteration 8Q (29476.100000 sec): 3 clusters
  Score: Raw -319831.100014 + Penalty 2714.273494 = -317116.826520
  nChanged 85
		SP:Iteration 9Q (29476.180000 sec): 3 clusters
  Score: Raw -319873.288651 + Penalty 2714.273494 = -317159.015157
  nChanged 82
		SP:Iteration 10Q (29476.270000 sec): 3 clusters
  Score: Raw -319906.398798 + Penalty 2714.273494 = -317192.125304
  nChanged 71
		SP:Iteration 11Q (29476.350000 sec): 3 clusters
  Score: Raw -319936.898615 + Penalty 2714.273494 = -317222.625121
  nChanged 67
		SP:Iteration 12Q (29476.430000 sec): 3 clusters
  Score: Raw -319961.923772 + Penalty 2714.273494 = -317247.650278
  nChanged 55
		SP:Iteration 13Q (29476.520000 sec): 3 clusters
  Score: Raw -319986.001246 + Penalty 2714.273494 = -317271.727753
  nChanged 48
		SP:Iteration 14Q (29476.690000 sec): 3 clusters
  Score: Raw -320005.197099 + Penalty 2714.273494 = -317290.923605
  nChanged 38
		SP:Iteration 15Q (29476.870000 sec): 3 clusters
  Score: Raw -320018.892281 + Penalty 2714.273494 = -317304.618787
  nChanged 27
		SP:Iteration 16Q (29477.050000 sec): 3 clusters
  Score: Raw -320027.493635 + Penalty 2714.273494 = -317313.220141
  nChanged 30
		SP:Iteration 17Q (29477.220000 sec): 3 clusters
  Score: Raw -320039.463995 + Penalty 2714.273494 = -317325.190501
  nChanged 32
		SP:Iteration 18Q (29477.400000 sec): 3 clusters
  Score: Raw -320051.857767 + Penalty 2714.273494 = -317337.584273
  nChanged 24
		SP:Iteration 19Q (29477.570000 sec): 3 clusters
  Score: Raw -320062.826685 + Penalty 2714.273494 = -317348.553191
  nChanged 23
		SP:Iteration 20F (29477.750000 sec): 3 clusters
  Score: Raw -320073.353118 + Penalty 2714.273494 = -317359.079624
  nChanged 23
		SP:Iteration 21Q (29477.920000 sec): 3 clusters
  Score: Raw -320084.547393 + Penalty 2714.273494 = -317370.273899
  nChanged 34
		SP:Iteration 22Q (29478.100000 sec): 3 clusters
  Score: Raw -320099.127043 + Penalty 2714.273494 = -317384.853549
  nChanged 20
		SP:Iteration 23Q (29478.270000 sec): 3 clusters
  Score: Raw -320106.426099 + Penalty 2714.273494 = -317392.152605
  nChanged 19
		SP:Iteration 24Q (29478.450000 sec): 3 clusters
  Score: Raw -320113.844745 + Penalty 2714.273494 = -317399.571251
  nChanged 20
		SP:Iteration 25Q (29478.630000 sec): 3 clusters
  Score: Raw -320121.528169 + Penalty 2714.273494 = -317407.254675
  nChanged 22
		SP:Iteration 26Q (29478.800000 sec): 3 clusters
  Score: Raw -320130.048868 + Penalty 2714.273494 = -317415.775374
  nChanged 16
		SP:Iteration 27Q (29478.980000 sec): 3 clusters
  Score: Raw -320134.845737 + Penalty 2714.273494 = -317420.572243
  nChanged 16
		SP:Iteration 28Q (29479.060000 sec): 3 clusters
  Score: Raw -320140.127542 + Penalty 2714.273494 = -317425.854048
  nChanged 15
		SP:Iteration 29Q (29479.140000 sec): 3 clusters
  Score: Raw -320145.668063 + Penalty 2714.273494 = -317431.394569
  nChanged 13
		SP:Iteration 30Q (29479.220000 sec): 3 clusters
  Score: Raw -320148.584366 + Penalty 2714.273494 = -317434.310872
  nChanged 10
		SP:Iteration 31Q (29479.310000 sec): 3 clusters
  Score: Raw -320151.064676 + Penalty 2714.273494 = -317436.791182
  nChanged 7
		SP:Iteration 32Q (29479.390000 sec): 3 clusters
  Score: Raw -320153.518415 + Penalty 2714.273494 = -317439.244921
  nChanged 11
		SP:Iteration 33Q (29479.470000 sec): 3 clusters
  Score: Raw -320156.569432 + Penalty 2714.273494 = -317442.295938
  nChanged 12
		SP:Iteration 34Q (29479.560000 sec): 3 clusters
  Score: Raw -320159.419559 + Penalty 2714.273494 = -317445.146065
  nChanged 4
		SP:Iteration 35Q (29479.640000 sec): 3 clusters
  Score: Raw -320161.144151 + Penalty 2714.273494 = -317446.870657
  nChanged 5
		SP:Iteration 36Q (29479.730000 sec): 3 clusters
  Score: Raw -320162.388947 + Penalty 2714.273494 = -317448.115453
  nChanged 5
		SP:Iteration 37Q (29479.810000 sec): 3 clusters
  Score: Raw -320164.016166 + Penalty 2714.273494 = -317449.742672
  nChanged 7
		SP:Iteration 38Q (29479.890000 sec): 3 clusters
  Score: Raw -320165.487598 + Penalty 2714.273494 = -317451.214104
  nChanged 4
		SP:Iteration 39Q (29479.980000 sec): 3 clusters
  Score: Raw -320166.693995 + Penalty 2714.273494 = -317452.420501
  nChanged 5
		SP:Iteration 40F (29480.060000 sec): 3 clusters
  Score: Raw -320167.846233 + Penalty 2714.273494 = -317453.572739
  nChanged 2
		SP:Iteration 41Q (29480.150000 sec): 3 clusters
  Score: Raw -320168.150052 + Penalty 2714.273494 = -317453.876558
  nChanged 2
		SP:Iteration 42Q (29480.230000 sec): 3 clusters
  Score: Raw -320168.712274 + Penalty 2714.273494 = -317454.438780
  nChanged 1
		SP:Iteration 43Q (29480.310000 sec): 3 clusters
  Score: Raw -320168.808463 + Penalty 2714.273494 = -317454.534969
  nChanged 0
		SP:Iteration 44F (29480.400000 sec): 3 clusters
  Score: Raw -320168.808463 + Penalty 2714.273494 = -317454.534969
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 96 (3322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29480.470000 sec): 2 clusters
  Score: Raw -197854.885010 + Penalty 1317.602372 = -196537.282638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29480.550000 sec): 3 clusters
  Score: Raw -196270.405372 + Penalty 2635.204744 = -193635.200628
  nChanged 1312
		SP:Iteration 1F (29480.620000 sec): 3 clusters
  Score: Raw -197192.907642 + Penalty 2635.204744 = -194557.702898
  nChanged 292
		SP:Iteration 2F (29480.680000 sec): 3 clusters
  Score: Raw -197472.171785 + Penalty 2635.204744 = -194836.967041
  nChanged 228
		SP:Iteration 3F (29480.750000 sec): 3 clusters
  Score: Raw -197705.115706 + Penalty 2635.204744 = -195069.910961
  nChanged 210
		SP:Iteration 4F (29480.810000 sec): 3 clusters
  Score: Raw -197902.891938 + Penalty 2635.204744 = -195267.687194
  nChanged 192
		SP:Iteration 5F (29480.880000 sec): 3 clusters
  Score: Raw -198080.772571 + Penalty 2635.204744 = -195445.567827
  nChanged 144
		SP:Iteration 6Q (29480.950000 sec): 3 clusters
  Score: Raw -198218.395631 + Penalty 2635.204744 = -195583.190887
  nChanged 129
		SP:Iteration 7Q (29481.010000 sec): 3 clusters
  Score: Raw -198316.152383 + Penalty 2635.204744 = -195680.947639
  nChanged 117
		SP:Iteration 8Q (29481.080000 sec): 3 clusters
  Score: Raw -198416.279243 + Penalty 2635.204744 = -195781.074499
  nChanged 99
		SP:Iteration 9Q (29481.150000 sec): 3 clusters
  Score: Raw -198497.422261 + Penalty 2635.204744 = -195862.217517
  nChanged 79
		SP:Iteration 10Q (29481.210000 sec): 3 clusters
  Score: Raw -198548.013975 + Penalty 2635.204744 = -195912.809230
  nChanged 71
		SP:Iteration 11Q (29481.280000 sec): 3 clusters
  Score: Raw -198601.510799 + Penalty 2635.204744 = -195966.306055
  nChanged 65
		SP:Iteration 12Q (29481.350000 sec): 3 clusters
  Score: Raw -198633.514953 + Penalty 2635.204744 = -195998.310208
  nChanged 37
		SP:Iteration 13Q (29481.420000 sec): 3 clusters
  Score: Raw -198652.238881 + Penalty 2635.204744 = -196017.034137
  nChanged 31
		SP:Iteration 14Q (29481.480000 sec): 3 clusters
  Score: Raw -198667.733899 + Penalty 2635.204744 = -196032.529155
  nChanged 33
		SP:Iteration 15Q (29481.550000 sec): 3 clusters
  Score: Raw -198680.465958 + Penalty 2635.204744 = -196045.261214
  nChanged 15
		SP:Iteration 16Q (29481.620000 sec): 3 clusters
  Score: Raw -198686.645587 + Penalty 2635.204744 = -196051.440843
  nChanged 13
		SP:Iteration 17Q (29481.680000 sec): 3 clusters
  Score: Raw -198691.010876 + Penalty 2635.204744 = -196055.806132
  nChanged 13
		SP:Iteration 18Q (29481.750000 sec): 3 clusters
  Score: Raw -198696.777524 + Penalty 2635.204744 = -196061.572780
  nChanged 15
		SP:Iteration 19Q (29481.820000 sec): 3 clusters
  Score: Raw -198701.430305 + Penalty 2635.204744 = -196066.225561
  nChanged 13
		SP:Iteration 20F (29481.880000 sec): 3 clusters
  Score: Raw -198705.581335 + Penalty 2635.204744 = -196070.376590
  nChanged 8
		SP:Iteration 21Q (29481.950000 sec): 3 clusters
  Score: Raw -198707.818768 + Penalty 2635.204744 = -196072.614024
  nChanged 4
		SP:Iteration 22Q (29482.010000 sec): 3 clusters
  Score: Raw -198708.856895 + Penalty 2635.204744 = -196073.652151
  nChanged 4
		SP:Iteration 23Q (29482.080000 sec): 3 clusters
  Score: Raw -198709.952581 + Penalty 2635.204744 = -196074.747837
  nChanged 4
		SP:Iteration 24Q (29482.150000 sec): 3 clusters
  Score: Raw -198710.744306 + Penalty 2635.204744 = -196075.539561
  nChanged 0
		SP:Iteration 25F (29482.210000 sec): 3 clusters
  Score: Raw -198710.744306 + Penalty 2635.204744 = -196075.539561
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 97 (3173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29482.320000 sec): 2 clusters
  Score: Raw -280256.787326 + Penalty 1310.145329 = -278946.641998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29482.400000 sec): 3 clusters
  Score: Raw -278709.106168 + Penalty 2620.290657 = -276088.815511
  nChanged 1229
		SP:Iteration 1F (29482.470000 sec): 3 clusters
  Score: Raw -279496.145904 + Penalty 2620.290657 = -276875.855247
  nChanged 256
		SP:Iteration 2F (29482.530000 sec): 3 clusters
  Score: Raw -279655.918939 + Penalty 2620.290657 = -277035.628282
  nChanged 160
		SP:Iteration 3F (29482.590000 sec): 3 clusters
  Score: Raw -279756.472897 + Penalty 2620.290657 = -277136.182240
  nChanged 130
		SP:Iteration 4Q (29482.650000 sec): 3 clusters
  Score: Raw -279837.731246 + Penalty 2620.290657 = -277217.440589
  nChanged 99
		SP:Iteration 5Q (29482.710000 sec): 3 clusters
  Score: Raw -279901.691755 + Penalty 2620.290657 = -277281.401098
  nChanged 80
		SP:Iteration 6Q (29482.770000 sec): 3 clusters
  Score: Raw -279945.808360 + Penalty 2620.290657 = -277325.517703
  nChanged 83
		SP:Iteration 7Q (29482.830000 sec): 3 clusters
  Score: Raw -279991.063103 + Penalty 2620.290657 = -277370.772446
  nChanged 59
		SP:Iteration 8Q (29482.890000 sec): 3 clusters
  Score: Raw -280023.725364 + Penalty 2620.290657 = -277403.434706
  nChanged 43
		SP:Iteration 9Q (29482.950000 sec): 3 clusters
  Score: Raw -280041.954530 + Penalty 2620.290657 = -277421.663873
  nChanged 41
		SP:Iteration 10Q (29483.010000 sec): 3 clusters
  Score: Raw -280055.977180 + Penalty 2620.290657 = -277435.686522
  nChanged 33
		SP:Iteration 11Q (29483.070000 sec): 3 clusters
  Score: Raw -280067.710325 + Penalty 2620.290657 = -277447.419668
  nChanged 25
		SP:Iteration 12Q (29483.130000 sec): 3 clusters
  Score: Raw -280076.446604 + Penalty 2620.290657 = -277456.155946
  nChanged 15
		SP:Iteration 13Q (29483.190000 sec): 3 clusters
  Score: Raw -280081.064670 + Penalty 2620.290657 = -277460.774012
  nChanged 18
		SP:Iteration 14Q (29483.250000 sec): 3 clusters
  Score: Raw -280085.823732 + Penalty 2620.290657 = -277465.533074
  nChanged 14
		SP:Iteration 15Q (29483.310000 sec): 3 clusters
  Score: Raw -280090.974256 + Penalty 2620.290657 = -277470.683599
  nChanged 16
		SP:Iteration 16Q (29483.370000 sec): 3 clusters
  Score: Raw -280096.304113 + Penalty 2620.290657 = -277476.013456
  nChanged 8
		SP:Iteration 17Q (29483.430000 sec): 3 clusters
  Score: Raw -280099.689153 + Penalty 2620.290657 = -277479.398496
  nChanged 12
		SP:Iteration 18Q (29483.580000 sec): 3 clusters
  Score: Raw -280104.991995 + Penalty 2620.290657 = -277484.701337
  nChanged 15
		SP:Iteration 19Q (29483.770000 sec): 3 clusters
  Score: Raw -280110.222843 + Penalty 2620.290657 = -277489.932186
  nChanged 15
		SP:Iteration 20F (29483.930000 sec): 3 clusters
  Score: Raw -280115.687538 + Penalty 2620.290657 = -277495.396881
  nChanged 19
		SP:Iteration 21Q (29484.100000 sec): 3 clusters
  Score: Raw -280122.821984 + Penalty 2620.290657 = -277502.531327
  nChanged 17
		SP:Iteration 22Q (29484.280000 sec): 3 clusters
  Score: Raw -280128.913480 + Penalty 2620.290657 = -277508.622822
  nChanged 20
		SP:Iteration 23Q (29484.450000 sec): 3 clusters
  Score: Raw -280134.873937 + Penalty 2620.290657 = -277514.583280
  nChanged 13
		SP:Iteration 24Q (29484.630000 sec): 3 clusters
  Score: Raw -280139.148263 + Penalty 2620.290657 = -277518.857606
  nChanged 13
		SP:Iteration 25Q (29484.810000 sec): 3 clusters
  Score: Raw -280145.560729 + Penalty 2620.290657 = -277525.270072
  nChanged 18
		SP:Iteration 26Q (29484.980000 sec): 3 clusters
  Score: Raw -280152.828373 + Penalty 2620.290657 = -277532.537716
  nChanged 25
		SP:Iteration 27Q (29485.160000 sec): 3 clusters
  Score: Raw -280169.547002 + Penalty 2620.290657 = -277549.256345
  nChanged 35
		SP:Iteration 28Q (29485.330000 sec): 3 clusters
  Score: Raw -280192.920347 + Penalty 2620.290657 = -277572.629690
  nChanged 45
		SP:Iteration 29Q (29485.480000 sec): 3 clusters
  Score: Raw -280215.413558 + Penalty 2620.290657 = -277595.122901
  nChanged 38
		SP:Iteration 30Q (29485.540000 sec): 3 clusters
  Score: Raw -280234.621997 + Penalty 2620.290657 = -277614.331340
  nChanged 48
		SP:Iteration 31Q (29485.600000 sec): 3 clusters
  Score: Raw -280260.500795 + Penalty 2620.290657 = -277640.210138
  nChanged 46
		SP:Iteration 32Q (29485.660000 sec): 3 clusters
  Score: Raw -280280.814430 + Penalty 2620.290657 = -277660.523772
  nChanged 42
		SP:Iteration 33Q (29485.730000 sec): 3 clusters
  Score: Raw -280300.321354 + Penalty 2620.290657 = -277680.030697
  nChanged 32
		SP:Iteration 34Q (29485.790000 sec): 3 clusters
  Score: Raw -280316.184307 + Penalty 2620.290657 = -277695.893650
  nChanged 31
		SP:Iteration 35Q (29485.850000 sec): 3 clusters
  Score: Raw -280334.501300 + Penalty 2620.290657 = -277714.210643
  nChanged 35
		SP:Iteration 36Q (29485.910000 sec): 3 clusters
  Score: Raw -280351.976476 + Penalty 2620.290657 = -277731.685819
  nChanged 31
		SP:Iteration 37Q (29485.970000 sec): 3 clusters
  Score: Raw -280363.817224 + Penalty 2620.290657 = -277743.526567
  nChanged 26
		SP:Iteration 38Q (29486.030000 sec): 3 clusters
  Score: Raw -280375.187138 + Penalty 2620.290657 = -277754.896480
  nChanged 18
		SP:Iteration 39Q (29486.090000 sec): 3 clusters
  Score: Raw -280386.420721 + Penalty 2620.290657 = -277766.130064
  nChanged 23
		SP:Iteration 40F (29486.150000 sec): 3 clusters
  Score: Raw -280399.823077 + Penalty 2620.290657 = -277779.532420
  nChanged 34
		SP:Iteration 41Q (29486.210000 sec): 3 clusters
  Score: Raw -280427.846920 + Penalty 2620.290657 = -277807.556263
  nChanged 44
		SP:Iteration 42Q (29486.270000 sec): 3 clusters
  Score: Raw -280462.067436 + Penalty 2620.290657 = -277841.776779
  nChanged 50
		SP:Iteration 43Q (29486.330000 sec): 3 clusters
  Score: Raw -280508.147739 + Penalty 2620.290657 = -277887.857081
  nChanged 64
		SP:Iteration 44Q (29486.390000 sec): 3 clusters
  Score: Raw -280562.279148 + Penalty 2620.290657 = -277941.988490
  nChanged 63
		SP:Iteration 45Q (29486.450000 sec): 3 clusters
  Score: Raw -280607.289235 + Penalty 2620.290657 = -277986.998577
  nChanged 63
		SP:Iteration 46Q (29486.510000 sec): 3 clusters
  Score: Raw -280655.687341 + Penalty 2620.290657 = -278035.396684
  nChanged 61
		SP:Iteration 47Q (29486.570000 sec): 3 clusters
  Score: Raw -280698.780120 + Penalty 2620.290657 = -278078.489463
  nChanged 56
		SP:Iteration 48Q (29486.630000 sec): 3 clusters
  Score: Raw -280736.675068 + Penalty 2620.290657 = -278116.384411
  nChanged 63
		SP:Iteration 49Q (29486.690000 sec): 3 clusters
  Score: Raw -280784.606421 + Penalty 2620.290657 = -278164.315764
  nChanged 67
		SP:Iteration 50Q (29486.750000 sec): 3 clusters
  Score: Raw -280834.893976 + Penalty 2620.290657 = -278214.603319
  nChanged 76
		SP:Iteration 51Q (29486.810000 sec): 3 clusters
  Score: Raw -280886.928498 + Penalty 2620.290657 = -278266.637841
  nChanged 78
		SP:Iteration 52Q (29486.910000 sec): 3 clusters
  Score: Raw -280955.093257 + Penalty 2620.290657 = -278334.802600
  nChanged 78
		SP:Iteration 53Q (29486.970000 sec): 3 clusters
  Score: Raw -281013.616363 + Penalty 2620.290657 = -278393.325706
  nChanged 73
		SP:Iteration 54Q (29487.030000 sec): 3 clusters
  Score: Raw -281069.993141 + Penalty 2620.290657 = -278449.702484
  nChanged 49
		SP:Iteration 55Q (29487.090000 sec): 3 clusters
  Score: Raw -281103.299063 + Penalty 2620.290657 = -278483.008405
  nChanged 36
		SP:Iteration 56Q (29487.150000 sec): 3 clusters
  Score: Raw -281123.132686 + Penalty 2620.290657 = -278502.842029
  nChanged 20
		SP:Iteration 57Q (29487.270000 sec): 3 clusters
  Score: Raw -281131.691039 + Penalty 2620.290657 = -278511.400382
  nChanged 9
		SP:Iteration 58Q (29487.320000 sec): 3 clusters
  Score: Raw -281135.428093 + Penalty 2620.290657 = -278515.137436
  nChanged 2
		SP:Iteration 59Q (29487.380000 sec): 3 clusters
  Score: Raw -281135.772472 + Penalty 2620.290657 = -278515.481815
  nChanged 3
		SP:Iteration 60F (29487.450000 sec): 3 clusters
  Score: Raw -281136.389755 + Penalty 2620.290657 = -278516.099098
  nChanged 1
		SP:Iteration 61Q (29487.500000 sec): 3 clusters
  Score: Raw -281136.781397 + Penalty 2620.290657 = -278516.490740
  nChanged 3
		SP:Iteration 62Q (29487.560000 sec): 3 clusters
  Score: Raw -281137.647126 + Penalty 2620.290657 = -278517.356468
  nChanged 2
		SP:Iteration 63Q (29487.620000 sec): 3 clusters
  Score: Raw -281138.102121 + Penalty 2620.290657 = -278517.811464
  nChanged 3
		SP:Iteration 64Q (29487.680000 sec): 3 clusters
  Score: Raw -281138.716700 + Penalty 2620.290657 = -278518.426043
  nChanged 2
		SP:Iteration 65Q (29487.740000 sec): 3 clusters
  Score: Raw -281139.336630 + Penalty 2620.290657 = -278519.045972
  nChanged 1
		SP:Iteration 66Q (29487.800000 sec): 3 clusters
  Score: Raw -281139.598876 + Penalty 2620.290657 = -278519.308218
  nChanged 2
		SP:Iteration 67Q (29487.860000 sec): 3 clusters
  Score: Raw -281139.898037 + Penalty 2620.290657 = -278519.607380
  nChanged 1
		SP:Iteration 68Q (29487.920000 sec): 3 clusters
  Score: Raw -281140.443005 + Penalty 2620.290657 = -278520.152347
  nChanged 1
		SP:Iteration 69Q (29487.980000 sec): 3 clusters
  Score: Raw -281140.854480 + Penalty 2620.290657 = -278520.563823
  nChanged 0
		SP:Iteration 70F (29488.040000 sec): 3 clusters
  Score: Raw -281140.854480 + Penalty 2620.290657 = -278520.563823
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 98 (1944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29488.120000 sec): 2 clusters
  Score: Raw -170236.571437 + Penalty 1230.531735 = -169006.039702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29488.160000 sec): 3 clusters
  Score: Raw -169404.713889 + Penalty 2461.063470 = -166943.650418
  nChanged 727
		SP:Iteration 1F (29488.200000 sec): 3 clusters
  Score: Raw -169883.731247 + Penalty 2461.063470 = -167422.667776
  nChanged 163
		SP:Iteration 2F (29488.240000 sec): 3 clusters
  Score: Raw -169984.751283 + Penalty 2461.063470 = -167523.687813
  nChanged 93
		SP:Iteration 3Q (29488.280000 sec): 3 clusters
  Score: Raw -170065.322696 + Penalty 2461.063470 = -167604.259226
  nChanged 77
		SP:Iteration 4Q (29488.320000 sec): 3 clusters
  Score: Raw -170125.065512 + Penalty 2461.063470 = -167664.002042
  nChanged 56
		SP:Iteration 5Q (29488.360000 sec): 3 clusters
  Score: Raw -170175.329197 + Penalty 2461.063470 = -167714.265727
  nChanged 49
		SP:Iteration 6Q (29488.400000 sec): 3 clusters
  Score: Raw -170217.417630 + Penalty 2461.063470 = -167756.354159
  nChanged 45
		SP:Iteration 7Q (29488.440000 sec): 3 clusters
  Score: Raw -170254.145689 + Penalty 2461.063470 = -167793.082219
  nChanged 44
		SP:Iteration 8Q (29488.480000 sec): 3 clusters
  Score: Raw -170290.658979 + Penalty 2461.063470 = -167829.595509
  nChanged 43
		SP:Iteration 9Q (29488.520000 sec): 3 clusters
  Score: Raw -170323.290727 + Penalty 2461.063470 = -167862.227257
  nChanged 34
		SP:Iteration 10Q (29488.560000 sec): 3 clusters
  Score: Raw -170343.118040 + Penalty 2461.063470 = -167882.054569
  nChanged 29
		SP:Iteration 11Q (29488.610000 sec): 3 clusters
  Score: Raw -170360.267039 + Penalty 2461.063470 = -167899.203569
  nChanged 26
		SP:Iteration 12Q (29488.650000 sec): 3 clusters
  Score: Raw -170375.271231 + Penalty 2461.063470 = -167914.207761
  nChanged 19
		SP:Iteration 13Q (29488.690000 sec): 3 clusters
  Score: Raw -170387.333129 + Penalty 2461.063470 = -167926.269659
  nChanged 15
		SP:Iteration 14Q (29488.730000 sec): 3 clusters
  Score: Raw -170394.484327 + Penalty 2461.063470 = -167933.420857
  nChanged 11
		SP:Iteration 15Q (29488.770000 sec): 3 clusters
  Score: Raw -170399.994086 + Penalty 2461.063470 = -167938.930616
  nChanged 13
		SP:Iteration 16Q (29488.810000 sec): 3 clusters
  Score: Raw -170406.722841 + Penalty 2461.063470 = -167945.659371
  nChanged 13
		SP:Iteration 17Q (29488.850000 sec): 3 clusters
  Score: Raw -170412.841743 + Penalty 2461.063470 = -167951.778273
  nChanged 11
		SP:Iteration 18Q (29488.890000 sec): 3 clusters
  Score: Raw -170417.973701 + Penalty 2461.063470 = -167956.910230
  nChanged 10
		SP:Iteration 19Q (29488.930000 sec): 3 clusters
  Score: Raw -170424.255428 + Penalty 2461.063470 = -167963.191958
  nChanged 12
		SP:Iteration 20F (29488.970000 sec): 3 clusters
  Score: Raw -170430.129438 + Penalty 2461.063470 = -167969.065968
  nChanged 9
		SP:Iteration 21Q (29489.010000 sec): 3 clusters
  Score: Raw -170434.466207 + Penalty 2461.063470 = -167973.402737
  nChanged 6
		SP:Iteration 22Q (29489.050000 sec): 3 clusters
  Score: Raw -170438.977356 + Penalty 2461.063470 = -167977.913885
  nChanged 5
		SP:Iteration 23Q (29489.090000 sec): 3 clusters
  Score: Raw -170440.723115 + Penalty 2461.063470 = -167979.659645
  nChanged 2
		SP:Iteration 24Q (29489.140000 sec): 3 clusters
  Score: Raw -170441.796433 + Penalty 2461.063470 = -167980.732963
  nChanged 3
		SP:Iteration 25Q (29489.180000 sec): 3 clusters
  Score: Raw -170442.423311 + Penalty 2461.063470 = -167981.359841
  nChanged 2
		SP:Iteration 26Q (29489.210000 sec): 3 clusters
  Score: Raw -170442.814814 + Penalty 2461.063470 = -167981.751344
  nChanged 1
		SP:Iteration 27Q (29489.250000 sec): 3 clusters
  Score: Raw -170443.165592 + Penalty 2461.063470 = -167982.102122
  nChanged 0
		SP:Iteration 28F (29489.290000 sec): 3 clusters
  Score: Raw -170443.165592 + Penalty 2461.063470 = -167982.102122
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 99 (6378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29489.400000 sec): 2 clusters
  Score: Raw -555656.806670 + Penalty 1423.599100 = -554233.207570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29489.610000 sec): 3 clusters
  Score: Raw -552254.584774 + Penalty 2847.198200 = -549407.386574
  nChanged 2639
		SP:Iteration 1F (29489.820000 sec): 3 clusters
  Score: Raw -553774.273166 + Penalty 2847.198200 = -550927.074965
  nChanged 495
		SP:Iteration 2F (29490.030000 sec): 3 clusters
  Score: Raw -554097.906514 + Penalty 2847.198200 = -551250.708313
  nChanged 439
		SP:Iteration 3F (29490.240000 sec): 3 clusters
  Score: Raw -554425.507700 + Penalty 2847.198200 = -551578.309500
  nChanged 412
		SP:Iteration 4F (29490.450000 sec): 3 clusters
  Score: Raw -554724.468014 + Penalty 2847.198200 = -551877.269814
  nChanged 367
		SP:Iteration 5F (29490.550000 sec): 3 clusters
  Score: Raw -555000.416295 + Penalty 2847.198200 = -552153.218094
  nChanged 342
		SP:Iteration 6F (29490.730000 sec): 3 clusters
  Score: Raw -555260.712451 + Penalty 2847.198200 = -552413.514250
  nChanged 305
		SP:Iteration 7Q (29490.940000 sec): 3 clusters
  Score: Raw -555465.038148 + Penalty 2847.198200 = -552617.839947
  nChanged 234
		SP:Iteration 8Q (29491.150000 sec): 3 clusters
  Score: Raw -555630.222909 + Penalty 2847.198200 = -552783.024709
  nChanged 209
		SP:Iteration 9Q (29491.360000 sec): 3 clusters
  Score: Raw -555779.363381 + Penalty 2847.198200 = -552932.165181
  nChanged 197
		SP:Iteration 10Q (29491.550000 sec): 3 clusters
  Score: Raw -555915.815213 + Penalty 2847.198200 = -553068.617012
  nChanged 182
		SP:Iteration 11Q (29491.660000 sec): 3 clusters
  Score: Raw -556018.814359 + Penalty 2847.198200 = -553171.616159
  nChanged 129
		SP:Iteration 12Q (29491.770000 sec): 3 clusters
  Score: Raw -556109.428832 + Penalty 2847.198200 = -553262.230631
  nChanged 115
		SP:Iteration 13Q (29491.880000 sec): 3 clusters
  Score: Raw -556185.084049 + Penalty 2847.198200 = -553337.885849
  nChanged 113
		SP:Iteration 14Q (29491.980000 sec): 3 clusters
  Score: Raw -556246.036930 + Penalty 2847.198200 = -553398.838730
  nChanged 86
		SP:Iteration 15Q (29492.080000 sec): 3 clusters
  Score: Raw -556297.999708 + Penalty 2847.198200 = -553450.801507
  nChanged 74
		SP:Iteration 16Q (29492.190000 sec): 3 clusters
  Score: Raw -556345.362878 + Penalty 2847.198200 = -553498.164677
  nChanged 72
		SP:Iteration 17Q (29492.290000 sec): 3 clusters
  Score: Raw -556386.689462 + Penalty 2847.198200 = -553539.491261
  nChanged 64
		SP:Iteration 18Q (29492.400000 sec): 3 clusters
  Score: Raw -556426.516853 + Penalty 2847.198200 = -553579.318653
  nChanged 59
		SP:Iteration 19Q (29492.500000 sec): 3 clusters
  Score: Raw -556473.607666 + Penalty 2847.198200 = -553626.409465
  nChanged 53
		SP:Iteration 20F (29492.620000 sec): 3 clusters
  Score: Raw -556506.505121 + Penalty 2847.198200 = -553659.306920
  nChanged 52
		SP:Iteration 21Q (29492.730000 sec): 3 clusters
  Score: Raw -556533.868940 + Penalty 2847.198200 = -553686.670739
  nChanged 36
		SP:Iteration 22Q (29492.920000 sec): 3 clusters
  Score: Raw -556548.959982 + Penalty 2847.198200 = -553701.761782
  nChanged 22
		SP:Iteration 23Q (29493.130000 sec): 3 clusters
  Score: Raw -556556.983485 + Penalty 2847.198200 = -553709.785285
  nChanged 20
		SP:Iteration 24Q (29493.350000 sec): 3 clusters
  Score: Raw -556563.500545 + Penalty 2847.198200 = -553716.302345
  nChanged 16
		SP:Iteration 25Q (29493.560000 sec): 3 clusters
  Score: Raw -556568.075932 + Penalty 2847.198200 = -553720.877731
  nChanged 6
		SP:Iteration 26Q (29493.760000 sec): 3 clusters
  Score: Raw -556569.626267 + Penalty 2847.198200 = -553722.428066
  nChanged 7
		SP:Iteration 27Q (29493.970000 sec): 3 clusters
  Score: Raw -556571.188865 + Penalty 2847.198200 = -553723.990664
  nChanged 2
		SP:Iteration 28Q (29494.170000 sec): 3 clusters
  Score: Raw -556572.161523 + Penalty 2847.198200 = -553724.963323
  nChanged 4
		SP:Iteration 29Q (29494.380000 sec): 3 clusters
  Score: Raw -556573.655783 + Penalty 2847.198200 = -553726.457582
  nChanged 4
		SP:Iteration 30Q (29494.590000 sec): 3 clusters
  Score: Raw -556574.846936 + Penalty 2847.198200 = -553727.648736
  nChanged 4
		SP:Iteration 31Q (29494.790000 sec): 3 clusters
  Score: Raw -556575.608033 + Penalty 2847.198200 = -553728.409833
  nChanged 2
		SP:Iteration 32Q (29495.000000 sec): 3 clusters
  Score: Raw -556575.814954 + Penalty 2847.198200 = -553728.616753
  nChanged 1
		SP:Iteration 33Q (29495.210000 sec): 3 clusters
  Score: Raw -556575.980318 + Penalty 2847.198200 = -553728.782118
  nChanged 2
		SP:Iteration 34Q (29495.410000 sec): 3 clusters
  Score: Raw -556576.523685 + Penalty 2847.198200 = -553729.325484
  nChanged 1
		SP:Iteration 35Q (29495.620000 sec): 3 clusters
  Score: Raw -556576.863756 + Penalty 2847.198200 = -553729.665556
  nChanged 1
		SP:Iteration 36Q (29495.820000 sec): 3 clusters
  Score: Raw -556577.075029 + Penalty 2847.198200 = -553729.876829
  nChanged 0
		SP:Iteration 37F (29496.030000 sec): 3 clusters
  Score: Raw -556577.075029 + Penalty 2847.198200 = -553729.876829
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 100 (6273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29496.130000 sec): 2 clusters
  Score: Raw -530026.949592 + Penalty 1420.901623 = -528606.047969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29496.350000 sec): 3 clusters
  Score: Raw -526684.682964 + Penalty 2841.803246 = -523842.879718
  nChanged 2616
		SP:Iteration 1F (29496.510000 sec): 3 clusters
  Score: Raw -528446.161883 + Penalty 2841.803246 = -525604.358636
  nChanged 537
		SP:Iteration 2F (29496.680000 sec): 3 clusters
  Score: Raw -528887.591844 + Penalty 2841.803246 = -526045.788598
  nChanged 430
		SP:Iteration 3F (29496.850000 sec): 3 clusters
  Score: Raw -529231.608478 + Penalty 2841.803246 = -526389.805232
  nChanged 356
		SP:Iteration 4F (29497.050000 sec): 3 clusters
  Score: Raw -529527.375835 + Penalty 2841.803246 = -526685.572588
  nChanged 311
		SP:Iteration 5Q (29497.220000 sec): 3 clusters
  Score: Raw -529763.914257 + Penalty 2841.803246 = -526922.111011
  nChanged 270
		SP:Iteration 6Q (29497.380000 sec): 3 clusters
  Score: Raw -529934.189008 + Penalty 2841.803246 = -527092.385762
  nChanged 219
		SP:Iteration 7Q (29497.550000 sec): 3 clusters
  Score: Raw -530047.153518 + Penalty 2841.803246 = -527205.350272
  nChanged 181
		SP:Iteration 8Q (29497.710000 sec): 3 clusters
  Score: Raw -530128.211515 + Penalty 2841.803246 = -527286.408269
  nChanged 139
		SP:Iteration 9Q (29497.880000 sec): 3 clusters
  Score: Raw -530191.505341 + Penalty 2841.803246 = -527349.702094
  nChanged 117
		SP:Iteration 10Q (29498.040000 sec): 3 clusters
  Score: Raw -530235.590673 + Penalty 2841.803246 = -527393.787427
  nChanged 89
		SP:Iteration 11Q (29498.200000 sec): 3 clusters
  Score: Raw -530265.192187 + Penalty 2841.803246 = -527423.388941
  nChanged 60
		SP:Iteration 12Q (29498.370000 sec): 3 clusters
  Score: Raw -530286.751403 + Penalty 2841.803246 = -527444.948157
  nChanged 65
		SP:Iteration 13Q (29498.520000 sec): 3 clusters
  Score: Raw -530308.551274 + Penalty 2841.803246 = -527466.748028
  nChanged 73
		SP:Iteration 14Q (29498.670000 sec): 3 clusters
  Score: Raw -530329.895791 + Penalty 2841.803246 = -527488.092544
  nChanged 56
		SP:Iteration 15Q (29498.830000 sec): 3 clusters
  Score: Raw -530350.657877 + Penalty 2841.803246 = -527508.854630
  nChanged 56
		SP:Iteration 16Q (29498.990000 sec): 3 clusters
  Score: Raw -530365.525098 + Penalty 2841.803246 = -527523.721852
  nChanged 50
		SP:Iteration 17Q (29499.160000 sec): 3 clusters
  Score: Raw -530377.943213 + Penalty 2841.803246 = -527536.139967
  nChanged 41
		SP:Iteration 18Q (29499.330000 sec): 3 clusters
  Score: Raw -530389.907055 + Penalty 2841.803246 = -527548.103809
  nChanged 52
		SP:Iteration 19Q (29499.490000 sec): 3 clusters
  Score: Raw -530409.726007 + Penalty 2841.803246 = -527567.922761
  nChanged 55
		SP:Iteration 20F (29499.650000 sec): 3 clusters
  Score: Raw -530433.167641 + Penalty 2841.803246 = -527591.364394
  nChanged 56
		SP:Iteration 21Q (29499.820000 sec): 3 clusters
  Score: Raw -530451.311616 + Penalty 2841.803246 = -527609.508370
  nChanged 56
		SP:Iteration 22Q (29499.980000 sec): 3 clusters
  Score: Raw -530470.376729 + Penalty 2841.803246 = -527628.573483
  nChanged 59
		SP:Iteration 23Q (29500.190000 sec): 3 clusters
  Score: Raw -530494.940920 + Penalty 2841.803246 = -527653.137674
  nChanged 67
		SP:Iteration 24Q (29500.360000 sec): 3 clusters
  Score: Raw -530520.371192 + Penalty 2841.803246 = -527678.567945
  nChanged 62
		SP:Iteration 25Q (29500.520000 sec): 3 clusters
  Score: Raw -530541.389254 + Penalty 2841.803246 = -527699.586008
  nChanged 64
		SP:Iteration 26Q (29500.690000 sec): 3 clusters
  Score: Raw -530567.792546 + Penalty 2841.803246 = -527725.989300
  nChanged 58
		SP:Iteration 27Q (29500.850000 sec): 3 clusters
  Score: Raw -530590.408669 + Penalty 2841.803246 = -527748.605422
  nChanged 56
		SP:Iteration 28Q (29501.060000 sec): 3 clusters
  Score: Raw -530611.707641 + Penalty 2841.803246 = -527769.904395
  nChanged 50
		SP:Iteration 29Q (29501.220000 sec): 3 clusters
  Score: Raw -530631.104743 + Penalty 2841.803246 = -527789.301497
  nChanged 53
		SP:Iteration 30Q (29501.390000 sec): 3 clusters
  Score: Raw -530648.265498 + Penalty 2841.803246 = -527806.462252
  nChanged 46
		SP:Iteration 31Q (29501.590000 sec): 3 clusters
  Score: Raw -530662.840086 + Penalty 2841.803246 = -527821.036840
  nChanged 40
		SP:Iteration 32Q (29501.760000 sec): 3 clusters
  Score: Raw -530674.032061 + Penalty 2841.803246 = -527832.228815
  nChanged 27
		SP:Iteration 33Q (29501.930000 sec): 3 clusters
  Score: Raw -530683.942103 + Penalty 2841.803246 = -527842.138857
  nChanged 27
		SP:Iteration 34Q (29502.090000 sec): 3 clusters
  Score: Raw -530693.033041 + Penalty 2841.803246 = -527851.229795
  nChanged 27
		SP:Iteration 35Q (29502.250000 sec): 3 clusters
  Score: Raw -530702.322004 + Penalty 2841.803246 = -527860.518758
  nChanged 23
		SP:Iteration 36Q (29502.420000 sec): 3 clusters
  Score: Raw -530708.133145 + Penalty 2841.803246 = -527866.329899
  nChanged 17
		SP:Iteration 37Q (29502.580000 sec): 3 clusters
  Score: Raw -530714.683124 + Penalty 2841.803246 = -527872.879878
  nChanged 16
		SP:Iteration 38Q (29502.750000 sec): 3 clusters
  Score: Raw -530721.173619 + Penalty 2841.803246 = -527879.370373
  nChanged 17
		SP:Iteration 39Q (29502.910000 sec): 3 clusters
  Score: Raw -530729.001748 + Penalty 2841.803246 = -527887.198501
  nChanged 23
		SP:Iteration 40F (29503.080000 sec): 3 clusters
  Score: Raw -530736.900546 + Penalty 2841.803246 = -527895.097300
  nChanged 19
		SP:Iteration 41Q (29503.240000 sec): 3 clusters
  Score: Raw -530743.228648 + Penalty 2841.803246 = -527901.425402
  nChanged 16
		SP:Iteration 42Q (29503.450000 sec): 3 clusters
  Score: Raw -530750.885496 + Penalty 2841.803246 = -527909.082250
  nChanged 24
		SP:Iteration 43Q (29503.610000 sec): 3 clusters
  Score: Raw -530760.335591 + Penalty 2841.803246 = -527918.532345
  nChanged 22
		SP:Iteration 44Q (29503.780000 sec): 3 clusters
  Score: Raw -530768.911655 + Penalty 2841.803246 = -527927.108409
  nChanged 19
		SP:Iteration 45Q (29503.950000 sec): 3 clusters
  Score: Raw -530779.719355 + Penalty 2841.803246 = -527937.916109
  nChanged 18
		SP:Iteration 46Q (29504.110000 sec): 3 clusters
  Score: Raw -530786.960611 + Penalty 2841.803246 = -527945.157365
  nChanged 16
		SP:Iteration 47Q (29504.270000 sec): 3 clusters
  Score: Raw -530794.162950 + Penalty 2841.803246 = -527952.359703
  nChanged 15
		SP:Iteration 48Q (29504.440000 sec): 3 clusters
  Score: Raw -530800.832476 + Penalty 2841.803246 = -527959.029230
  nChanged 17
		SP:Iteration 49Q (29504.630000 sec): 3 clusters
  Score: Raw -530807.116458 + Penalty 2841.803246 = -527965.313212
  nChanged 14
		SP:Iteration 50Q (29504.800000 sec): 3 clusters
  Score: Raw -530811.012461 + Penalty 2841.803246 = -527969.209215
  nChanged 4
		SP:Iteration 51Q (29504.940000 sec): 3 clusters
  Score: Raw -530812.278486 + Penalty 2841.803246 = -527970.475240
  nChanged 6
		SP:Iteration 52Q (29505.100000 sec): 3 clusters
  Score: Raw -530814.317685 + Penalty 2841.803246 = -527972.514439
  nChanged 6
		SP:Iteration 53Q (29505.270000 sec): 3 clusters
  Score: Raw -530817.270478 + Penalty 2841.803246 = -527975.467232
  nChanged 8
		SP:Iteration 54Q (29505.440000 sec): 3 clusters
  Score: Raw -530819.465070 + Penalty 2841.803246 = -527977.661824
  nChanged 9
		SP:Iteration 55Q (29505.610000 sec): 3 clusters
  Score: Raw -530824.516687 + Penalty 2841.803246 = -527982.713441
  nChanged 9
		SP:Iteration 56Q (29505.770000 sec): 3 clusters
  Score: Raw -530826.132666 + Penalty 2841.803246 = -527984.329420
  nChanged 2
		SP:Iteration 57Q (29505.930000 sec): 3 clusters
  Score: Raw -530826.832728 + Penalty 2841.803246 = -527985.029482
  nChanged 5
		SP:Iteration 58Q (29506.100000 sec): 3 clusters
  Score: Raw -530828.304177 + Penalty 2841.803246 = -527986.500931
  nChanged 8
		SP:Iteration 59Q (29506.260000 sec): 3 clusters
  Score: Raw -530831.721520 + Penalty 2841.803246 = -527989.918274
  nChanged 10
		SP:Iteration 60F (29506.460000 sec): 3 clusters
  Score: Raw -530835.458314 + Penalty 2841.803246 = -527993.655068
  nChanged 10
		SP:Iteration 61Q (29506.570000 sec): 3 clusters
  Score: Raw -530840.205688 + Penalty 2841.803246 = -527998.402442
  nChanged 18
		SP:Iteration 62Q (29506.770000 sec): 3 clusters
  Score: Raw -530849.816541 + Penalty 2841.803246 = -528008.013295
  nChanged 18
		SP:Iteration 63Q (29506.980000 sec): 3 clusters
  Score: Raw -530858.039512 + Penalty 2841.803246 = -528016.236266
  nChanged 25
		SP:Iteration 64Q (29507.160000 sec): 3 clusters
  Score: Raw -530867.446167 + Penalty 2841.803246 = -528025.642920
  nChanged 18
		SP:Iteration 65Q (29507.370000 sec): 3 clusters
  Score: Raw -530874.414914 + Penalty 2841.803246 = -528032.611668
  nChanged 26
		SP:Iteration 66Q (29507.540000 sec): 3 clusters
  Score: Raw -530883.926841 + Penalty 2841.803246 = -528042.123594
  nChanged 23
		SP:Iteration 67Q (29507.700000 sec): 3 clusters
  Score: Raw -530893.907208 + Penalty 2841.803246 = -528052.103962
  nChanged 20
		SP:Iteration 68Q (29507.870000 sec): 3 clusters
  Score: Raw -530902.660083 + Penalty 2841.803246 = -528060.856837
  nChanged 13
		SP:Iteration 69Q (29508.030000 sec): 3 clusters
  Score: Raw -530907.856899 + Penalty 2841.803246 = -528066.053653
  nChanged 11
		SP:Iteration 70Q (29508.240000 sec): 3 clusters
  Score: Raw -530913.079279 + Penalty 2841.803246 = -528071.276033
  nChanged 12
		SP:Iteration 71Q (29508.400000 sec): 3 clusters
  Score: Raw -530916.978448 + Penalty 2841.803246 = -528075.175202
  nChanged 7
		SP:Iteration 72Q (29508.570000 sec): 3 clusters
  Score: Raw -530918.817661 + Penalty 2841.803246 = -528077.014415
  nChanged 8
		SP:Iteration 73Q (29508.740000 sec): 3 clusters
  Score: Raw -530922.080351 + Penalty 2841.803246 = -528080.277105
  nChanged 7
		SP:Iteration 74Q (29508.900000 sec): 3 clusters
  Score: Raw -530924.678965 + Penalty 2841.803246 = -528082.875719
  nChanged 7
		SP:Iteration 75Q (29509.060000 sec): 3 clusters
  Score: Raw -530929.110969 + Penalty 2841.803246 = -528087.307723
  nChanged 12
		SP:Iteration 76Q (29509.230000 sec): 3 clusters
  Score: Raw -530932.654989 + Penalty 2841.803246 = -528090.851743
  nChanged 10
		SP:Iteration 77Q (29509.390000 sec): 3 clusters
  Score: Raw -530936.219661 + Penalty 2841.803246 = -528094.416415
  nChanged 6
		SP:Iteration 78Q (29509.560000 sec): 3 clusters
  Score: Raw -530939.658336 + Penalty 2841.803246 = -528097.855090
  nChanged 10
		SP:Iteration 79Q (29509.720000 sec): 3 clusters
  Score: Raw -530944.705553 + Penalty 2841.803246 = -528102.902307
  nChanged 9
		SP:Iteration 80F (29509.880000 sec): 3 clusters
  Score: Raw -530948.752616 + Penalty 2841.803246 = -528106.949370
  nChanged 13
		SP:Iteration 81Q (29510.050000 sec): 3 clusters
  Score: Raw -530954.441953 + Penalty 2841.803246 = -528112.638707
  nChanged 12
		SP:Iteration 82Q (29510.200000 sec): 3 clusters
  Score: Raw -530959.986169 + Penalty 2841.803246 = -528118.182923
  nChanged 11
		SP:Iteration 83Q (29510.380000 sec): 3 clusters
  Score: Raw -530965.694449 + Penalty 2841.803246 = -528123.891203
  nChanged 9
		SP:Iteration 84Q (29510.540000 sec): 3 clusters
  Score: Raw -530970.668142 + Penalty 2841.803246 = -528128.864896
  nChanged 17
		SP:Iteration 85Q (29510.660000 sec): 3 clusters
  Score: Raw -530984.213815 + Penalty 2841.803246 = -528142.410569
  nChanged 19
		SP:Iteration 86Q (29510.850000 sec): 3 clusters
  Score: Raw -531002.970148 + Penalty 2841.803246 = -528161.166902
  nChanged 20
		SP:Iteration 87Q (29511.020000 sec): 3 clusters
  Score: Raw -531013.501952 + Penalty 2841.803246 = -528171.698706
  nChanged 15
		SP:Iteration 88Q (29511.180000 sec): 3 clusters
  Score: Raw -531021.916835 + Penalty 2841.803246 = -528180.113589
  nChanged 13
		SP:Iteration 89Q (29511.340000 sec): 3 clusters
  Score: Raw -531032.037569 + Penalty 2841.803246 = -528190.234323
  nChanged 14
		SP:Iteration 90Q (29511.510000 sec): 3 clusters
  Score: Raw -531038.328482 + Penalty 2841.803246 = -528196.525236
  nChanged 9
		SP:Iteration 91Q (29511.680000 sec): 3 clusters
  Score: Raw -531042.531129 + Penalty 2841.803246 = -528200.727883
  nChanged 5
		SP:Iteration 92Q (29511.830000 sec): 3 clusters
  Score: Raw -531044.094141 + Penalty 2841.803246 = -528202.290895
  nChanged 4
		SP:Iteration 93Q (29511.930000 sec): 3 clusters
  Score: Raw -531045.675805 + Penalty 2841.803246 = -528203.872559
  nChanged 2
		SP:Iteration 94Q (29512.120000 sec): 3 clusters
  Score: Raw -531046.188060 + Penalty 2841.803246 = -528204.384814
  nChanged 0
		SP:Iteration 95F (29512.340000 sec): 3 clusters
  Score: Raw -531046.188060 + Penalty 2841.803246 = -528204.384814
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 101 (2984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29512.390000 sec): 2 clusters
  Score: Raw -226416.037912 + Penalty 1300.165744 = -225115.872168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29512.570000 sec): 3 clusters
  Score: Raw -225038.802632 + Penalty 2600.331487 = -222438.471145
  nChanged 1127
		SP:Iteration 1F (29512.740000 sec): 3 clusters
  Score: Raw -225740.750536 + Penalty 2600.331487 = -223140.419049
  nChanged 222
		SP:Iteration 2F (29512.920000 sec): 3 clusters
  Score: Raw -225914.261481 + Penalty 2600.331487 = -223313.929993
  nChanged 178
		SP:Iteration 3F (29513.100000 sec): 3 clusters
  Score: Raw -226069.002044 + Penalty 2600.331487 = -223468.670557
  nChanged 168
		SP:Iteration 4F (29513.270000 sec): 3 clusters
  Score: Raw -226208.575032 + Penalty 2600.331487 = -223608.243545
  nChanged 143
		SP:Iteration 5Q (29513.450000 sec): 3 clusters
  Score: Raw -226317.452151 + Penalty 2600.331487 = -223717.120664
  nChanged 131
		SP:Iteration 6Q (29513.620000 sec): 3 clusters
  Score: Raw -226411.195068 + Penalty 2600.331487 = -223810.863581
  nChanged 121
		SP:Iteration 7Q (29513.800000 sec): 3 clusters
  Score: Raw -226498.027224 + Penalty 2600.331487 = -223897.695737
  nChanged 98
		SP:Iteration 8Q (29513.970000 sec): 3 clusters
  Score: Raw -226555.629696 + Penalty 2600.331487 = -223955.298208
  nChanged 64
		SP:Iteration 9Q (29514.150000 sec): 3 clusters
  Score: Raw -226592.636805 + Penalty 2600.331487 = -223992.305317
  nChanged 55
		SP:Iteration 10Q (29514.320000 sec): 3 clusters
  Score: Raw -226619.376504 + Penalty 2600.331487 = -224019.045017
  nChanged 42
		SP:Iteration 11Q (29514.500000 sec): 3 clusters
  Score: Raw -226638.343595 + Penalty 2600.331487 = -224038.012108
  nChanged 32
		SP:Iteration 12Q (29514.680000 sec): 3 clusters
  Score: Raw -226651.391340 + Penalty 2600.331487 = -224051.059853
  nChanged 26
		SP:Iteration 13Q (29514.850000 sec): 3 clusters
  Score: Raw -226661.239454 + Penalty 2600.331487 = -224060.907967
  nChanged 19
		SP:Iteration 14Q (29515.030000 sec): 3 clusters
  Score: Raw -226667.755825 + Penalty 2600.331487 = -224067.424337
  nChanged 16
		SP:Iteration 15Q (29515.200000 sec): 3 clusters
  Score: Raw -226672.983599 + Penalty 2600.331487 = -224072.652112
  nChanged 9
		SP:Iteration 16Q (29515.380000 sec): 3 clusters
  Score: Raw -226677.265995 + Penalty 2600.331487 = -224076.934508
  nChanged 7
		SP:Iteration 17Q (29515.560000 sec): 3 clusters
  Score: Raw -226679.325262 + Penalty 2600.331487 = -224078.993775
  nChanged 5
		SP:Iteration 18Q (29515.730000 sec): 3 clusters
  Score: Raw -226680.332439 + Penalty 2600.331487 = -224080.000952
  nChanged 1
		SP:Iteration 19Q (29515.910000 sec): 3 clusters
  Score: Raw -226680.710506 + Penalty 2600.331487 = -224080.379019
  nChanged 2
		SP:Iteration 20F (29516.080000 sec): 3 clusters
  Score: Raw -226680.955708 + Penalty 2600.331487 = -224080.624221
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 102 (2698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29516.150000 sec): 2 clusters
  Score: Raw -213232.739520 + Penalty 1283.793231 = -211948.946289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29516.330000 sec): 3 clusters
  Score: Raw -211993.427084 + Penalty 2567.586462 = -209425.840622
  nChanged 1058
		SP:Iteration 1F (29516.500000 sec): 3 clusters
  Score: Raw -212779.019403 + Penalty 2567.586462 = -210211.432941
  nChanged 267
		SP:Iteration 2F (29516.680000 sec): 3 clusters
  Score: Raw -213019.535565 + Penalty 2567.586462 = -210451.949103
  nChanged 171
		SP:Iteration 3F (29516.860000 sec): 3 clusters
  Score: Raw -213168.468797 + Penalty 2567.586462 = -210600.882335
  nChanged 129
		SP:Iteration 4Q (29517.030000 sec): 3 clusters
  Score: Raw -213279.386488 + Penalty 2567.586462 = -210711.800026
  nChanged 92
		SP:Iteration 5Q (29517.210000 sec): 3 clusters
  Score: Raw -213357.409594 + Penalty 2567.586462 = -210789.823132
  nChanged 69
		SP:Iteration 6Q (29517.380000 sec): 3 clusters
  Score: Raw -213406.975909 + Penalty 2567.586462 = -210839.389447
  nChanged 48
		SP:Iteration 7Q (29517.560000 sec): 3 clusters
  Score: Raw -213438.680033 + Penalty 2567.586462 = -210871.093571
  nChanged 32
		SP:Iteration 8Q (29517.740000 sec): 3 clusters
  Score: Raw -213464.333197 + Penalty 2567.586462 = -210896.746735
  nChanged 37
		SP:Iteration 9Q (29517.950000 sec): 3 clusters
  Score: Raw -213487.811462 + Penalty 2567.586462 = -210920.225000
  nChanged 20
		SP:Iteration 10Q (29518.120000 sec): 3 clusters
  Score: Raw -213500.325722 + Penalty 2567.586462 = -210932.739260
  nChanged 18
		SP:Iteration 11Q (29518.270000 sec): 3 clusters
  Score: Raw -213512.548489 + Penalty 2567.586462 = -210944.962027
  nChanged 22
		SP:Iteration 12Q (29518.420000 sec): 3 clusters
  Score: Raw -213521.911091 + Penalty 2567.586462 = -210954.324629
  nChanged 13
		SP:Iteration 13Q (29518.560000 sec): 3 clusters
  Score: Raw -213527.055795 + Penalty 2567.586462 = -210959.469334
  nChanged 8
		SP:Iteration 14Q (29518.670000 sec): 3 clusters
  Score: Raw -213530.953905 + Penalty 2567.586462 = -210963.367443
  nChanged 8
		SP:Iteration 15Q (29518.850000 sec): 3 clusters
  Score: Raw -213534.169081 + Penalty 2567.586462 = -210966.582620
  nChanged 5
		SP:Iteration 16Q (29519.020000 sec): 3 clusters
  Score: Raw -213537.390826 + Penalty 2567.586462 = -210969.804364
  nChanged 10
		SP:Iteration 17Q (29519.200000 sec): 3 clusters
  Score: Raw -213543.304970 + Penalty 2567.586462 = -210975.718508
  nChanged 11
		SP:Iteration 18Q (29519.380000 sec): 3 clusters
  Score: Raw -213546.399016 + Penalty 2567.586462 = -210978.812554
  nChanged 5
		SP:Iteration 19Q (29519.550000 sec): 3 clusters
  Score: Raw -213548.581308 + Penalty 2567.586462 = -210980.994846
  nChanged 6
		SP:Iteration 20F (29519.730000 sec): 3 clusters
  Score: Raw -213551.250970 + Penalty 2567.586462 = -210983.664508
  nChanged 8
		SP:Iteration 21Q (29519.900000 sec): 3 clusters
  Score: Raw -213554.417794 + Penalty 2567.586462 = -210986.831332
  nChanged 8
		SP:Iteration 22Q (29520.080000 sec): 3 clusters
  Score: Raw -213558.099137 + Penalty 2567.586462 = -210990.512675
  nChanged 7
		SP:Iteration 23Q (29520.260000 sec): 3 clusters
  Score: Raw -213560.742579 + Penalty 2567.586462 = -210993.156117
  nChanged 7
		SP:Iteration 24Q (29520.430000 sec): 3 clusters
  Score: Raw -213562.471000 + Penalty 2567.586462 = -210994.884538
  nChanged 9
		SP:Iteration 25Q (29520.610000 sec): 3 clusters
  Score: Raw -213565.981705 + Penalty 2567.586462 = -210998.395243
  nChanged 11
		SP:Iteration 26Q (29520.780000 sec): 3 clusters
  Score: Raw -213569.431628 + Penalty 2567.586462 = -211001.845166
  nChanged 7
		SP:Iteration 27Q (29520.960000 sec): 3 clusters
  Score: Raw -213572.654915 + Penalty 2567.586462 = -211005.068453
  nChanged 6
		SP:Iteration 28Q (29521.140000 sec): 3 clusters
  Score: Raw -213574.324920 + Penalty 2567.586462 = -211006.738458
  nChanged 2
		SP:Iteration 29Q (29521.310000 sec): 3 clusters
  Score: Raw -213574.552606 + Penalty 2567.586462 = -211006.966144
  nChanged 1
		SP:Iteration 30Q (29521.490000 sec): 3 clusters
  Score: Raw -213574.636280 + Penalty 2567.586462 = -211007.049818
  nChanged 0
		SP:Iteration 31F (29521.660000 sec): 3 clusters
  Score: Raw -213574.636280 + Penalty 2567.586462 = -211007.049818
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 103 (4347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29521.780000 sec): 2 clusters
  Score: Raw -361103.261955 + Penalty 1361.301700 = -359741.960255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29521.880000 sec): 3 clusters
  Score: Raw -358875.128161 + Penalty 2722.603400 = -356152.524761
  nChanged 1773
		SP:Iteration 1F (29521.950000 sec): 3 clusters
  Score: Raw -359901.140650 + Penalty 2722.603400 = -357178.537250
  nChanged 334
		SP:Iteration 2F (29522.030000 sec): 3 clusters
  Score: Raw -360191.089738 + Penalty 2722.603400 = -357468.486338
  nChanged 334
		SP:Iteration 3F (29522.110000 sec): 3 clusters
  Score: Raw -360542.126393 + Penalty 2722.603400 = -357819.522993
  nChanged 345
		SP:Iteration 4F (29522.190000 sec): 3 clusters
  Score: Raw -360900.139802 + Penalty 2722.603400 = -358177.536402
  nChanged 296
		SP:Iteration 5F (29522.270000 sec): 3 clusters
  Score: Raw -361231.059943 + Penalty 2722.603400 = -358508.456543
  nChanged 254
		SP:Iteration 6F (29522.350000 sec): 3 clusters
  Score: Raw -361484.551860 + Penalty 2722.603400 = -358761.948460
  nChanged 205
		SP:Iteration 7Q (29522.430000 sec): 3 clusters
  Score: Raw -361633.095853 + Penalty 2722.603400 = -358910.492453
  nChanged 141
		SP:Iteration 8Q (29522.510000 sec): 3 clusters
  Score: Raw -361716.123589 + Penalty 2722.603400 = -358993.520189
  nChanged 110
		SP:Iteration 9Q (29522.590000 sec): 3 clusters
  Score: Raw -361775.327373 + Penalty 2722.603400 = -359052.723973
  nChanged 86
		SP:Iteration 10Q (29522.670000 sec): 3 clusters
  Score: Raw -361822.135929 + Penalty 2722.603400 = -359099.532529
  nChanged 62
		SP:Iteration 11Q (29522.750000 sec): 3 clusters
  Score: Raw -361854.284044 + Penalty 2722.603400 = -359131.680644
  nChanged 52
		SP:Iteration 12Q (29522.830000 sec): 3 clusters
  Score: Raw -361873.660185 + Penalty 2722.603400 = -359151.056785
  nChanged 44
		SP:Iteration 13Q (29522.910000 sec): 3 clusters
  Score: Raw -361892.179511 + Penalty 2722.603400 = -359169.576111
  nChanged 38
		SP:Iteration 14Q (29522.990000 sec): 3 clusters
  Score: Raw -361909.898483 + Penalty 2722.603400 = -359187.295083
  nChanged 39
		SP:Iteration 15Q (29523.070000 sec): 3 clusters
  Score: Raw -361925.314436 + Penalty 2722.603400 = -359202.711036
  nChanged 35
		SP:Iteration 16Q (29523.150000 sec): 3 clusters
  Score: Raw -361937.898860 + Penalty 2722.603400 = -359215.295460
  nChanged 35
		SP:Iteration 17Q (29523.230000 sec): 3 clusters
  Score: Raw -361952.462851 + Penalty 2722.603400 = -359229.859451
  nChanged 33
		SP:Iteration 18Q (29523.310000 sec): 3 clusters
  Score: Raw -361965.675325 + Penalty 2722.603400 = -359243.071925
  nChanged 40
		SP:Iteration 19Q (29523.500000 sec): 3 clusters
  Score: Raw -361981.896123 + Penalty 2722.603400 = -359259.292723
  nChanged 47
		SP:Iteration 20F (29523.680000 sec): 3 clusters
  Score: Raw -362002.117370 + Penalty 2722.603400 = -359279.513970
  nChanged 41
		SP:Iteration 21Q (29523.750000 sec): 3 clusters
  Score: Raw -362020.667024 + Penalty 2722.603400 = -359298.063624
  nChanged 47
		SP:Iteration 22Q (29523.830000 sec): 3 clusters
  Score: Raw -362043.713576 + Penalty 2722.603400 = -359321.110175
  nChanged 53
		SP:Iteration 23Q (29523.910000 sec): 3 clusters
  Score: Raw -362070.577260 + Penalty 2722.603400 = -359347.973860
  nChanged 64
		SP:Iteration 24Q (29524.000000 sec): 3 clusters
  Score: Raw -362104.250554 + Penalty 2722.603400 = -359381.647154
  nChanged 61
		SP:Iteration 25Q (29524.080000 sec): 3 clusters
  Score: Raw -362130.050103 + Penalty 2722.603400 = -359407.446703
  nChanged 52
		SP:Iteration 26Q (29524.160000 sec): 3 clusters
  Score: Raw -362154.027968 + Penalty 2722.603400 = -359431.424567
  nChanged 54
		SP:Iteration 27Q (29524.240000 sec): 3 clusters
  Score: Raw -362179.149838 + Penalty 2722.603400 = -359456.546438
  nChanged 60
		SP:Iteration 28Q (29524.420000 sec): 3 clusters
  Score: Raw -362205.732674 + Penalty 2722.603400 = -359483.129274
  nChanged 47
		SP:Iteration 29Q (29524.630000 sec): 3 clusters
  Score: Raw -362226.183711 + Penalty 2722.603400 = -359503.580311
  nChanged 45
		SP:Iteration 30Q (29524.770000 sec): 3 clusters
  Score: Raw -362246.112075 + Penalty 2722.603400 = -359523.508675
  nChanged 45
		SP:Iteration 31Q (29524.930000 sec): 3 clusters
  Score: Raw -362267.716952 + Penalty 2722.603400 = -359545.113551
  nChanged 41
		SP:Iteration 32Q (29525.100000 sec): 3 clusters
  Score: Raw -362283.593100 + Penalty 2722.603400 = -359560.989700
  nChanged 41
		SP:Iteration 33Q (29525.260000 sec): 3 clusters
  Score: Raw -362300.886770 + Penalty 2722.603400 = -359578.283370
  nChanged 24
		SP:Iteration 34Q (29525.420000 sec): 3 clusters
  Score: Raw -362307.100597 + Penalty 2722.603400 = -359584.497197
  nChanged 19
		SP:Iteration 35Q (29525.580000 sec): 3 clusters
  Score: Raw -362312.589974 + Penalty 2722.603400 = -359589.986574
  nChanged 27
		SP:Iteration 36Q (29525.740000 sec): 3 clusters
  Score: Raw -362323.543280 + Penalty 2722.603400 = -359600.939880
  nChanged 28
		SP:Iteration 37Q (29525.900000 sec): 3 clusters
  Score: Raw -362333.672243 + Penalty 2722.603400 = -359611.068843
  nChanged 23
		SP:Iteration 38Q (29526.070000 sec): 3 clusters
  Score: Raw -362342.267350 + Penalty 2722.603400 = -359619.663950
  nChanged 16
		SP:Iteration 39Q (29526.230000 sec): 3 clusters
  Score: Raw -362346.472620 + Penalty 2722.603400 = -359623.869220
  nChanged 11
		SP:Iteration 40F (29526.400000 sec): 3 clusters
  Score: Raw -362349.654626 + Penalty 2722.603400 = -359627.051226
  nChanged 5
		SP:Iteration 41Q (29526.560000 sec): 3 clusters
  Score: Raw -362351.013894 + Penalty 2722.603400 = -359628.410494
  nChanged 8
		SP:Iteration 42Q (29526.740000 sec): 3 clusters
  Score: Raw -362352.118175 + Penalty 2722.603400 = -359629.514775
  nChanged 8
		SP:Iteration 43Q (29526.910000 sec): 3 clusters
  Score: Raw -362354.195084 + Penalty 2722.603400 = -359631.591684
  nChanged 9
		SP:Iteration 44Q (29527.090000 sec): 3 clusters
  Score: Raw -362357.777649 + Penalty 2722.603400 = -359635.174249
  nChanged 8
		SP:Iteration 45Q (29527.260000 sec): 3 clusters
  Score: Raw -362360.664840 + Penalty 2722.603400 = -359638.061440
  nChanged 7
		SP:Iteration 46Q (29527.440000 sec): 3 clusters
  Score: Raw -362362.227496 + Penalty 2722.603400 = -359639.624096
  nChanged 7
		SP:Iteration 47Q (29527.620000 sec): 3 clusters
  Score: Raw -362363.757399 + Penalty 2722.603400 = -359641.153999
  nChanged 4
		SP:Iteration 48Q (29527.790000 sec): 3 clusters
  Score: Raw -362364.272218 + Penalty 2722.603400 = -359641.668818
  nChanged 2
		SP:Iteration 49Q (29527.970000 sec): 3 clusters
  Score: Raw -362364.594542 + Penalty 2722.603400 = -359641.991142
  nChanged 0
		SP:Iteration 50F (29528.140000 sec): 3 clusters
  Score: Raw -362364.594542 + Penalty 2722.603400 = -359641.991142
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 104 (2052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29528.210000 sec): 2 clusters
  Score: Raw -165886.861015 + Penalty 1239.317659 = -164647.543357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29528.390000 sec): 3 clusters
  Score: Raw -165024.873573 + Penalty 2478.635317 = -162546.238256
  nChanged 754
		SP:Iteration 1F (29528.560000 sec): 3 clusters
  Score: Raw -165571.860040 + Penalty 2478.635317 = -163093.224723
  nChanged 157
		SP:Iteration 2F (29528.740000 sec): 3 clusters
  Score: Raw -165685.627346 + Penalty 2478.635317 = -163206.992029
  nChanged 79
		SP:Iteration 3Q (29528.920000 sec): 3 clusters
  Score: Raw -165743.626616 + Penalty 2478.635317 = -163264.991299
  nChanged 61
		SP:Iteration 4Q (29529.090000 sec): 3 clusters
  Score: Raw -165784.292627 + Penalty 2478.635317 = -163305.657310
  nChanged 62
		SP:Iteration 5Q (29529.270000 sec): 3 clusters
  Score: Raw -165821.149287 + Penalty 2478.635317 = -163342.513970
  nChanged 39
		SP:Iteration 6Q (29529.440000 sec): 3 clusters
  Score: Raw -165845.163270 + Penalty 2478.635317 = -163366.527953
  nChanged 27
		SP:Iteration 7Q (29529.620000 sec): 3 clusters
  Score: Raw -165870.618508 + Penalty 2478.635317 = -163391.983191
  nChanged 41
		SP:Iteration 8Q (29529.800000 sec): 3 clusters
  Score: Raw -165903.487803 + Penalty 2478.635317 = -163424.852486
  nChanged 40
		SP:Iteration 9Q (29529.970000 sec): 3 clusters
  Score: Raw -165935.302583 + Penalty 2478.635317 = -163456.667266
  nChanged 32
		SP:Iteration 10Q (29530.150000 sec): 3 clusters
  Score: Raw -165963.984575 + Penalty 2478.635317 = -163485.349258
  nChanged 37
		SP:Iteration 11Q (29530.320000 sec): 3 clusters
  Score: Raw -165991.295342 + Penalty 2478.635317 = -163512.660025
  nChanged 35
		SP:Iteration 12Q (29530.500000 sec): 3 clusters
  Score: Raw -166015.123532 + Penalty 2478.635317 = -163536.488215
  nChanged 26
		SP:Iteration 13Q (29530.680000 sec): 3 clusters
  Score: Raw -166028.666294 + Penalty 2478.635317 = -163550.030977
  nChanged 21
		SP:Iteration 14Q (29530.850000 sec): 3 clusters
  Score: Raw -166039.373953 + Penalty 2478.635317 = -163560.738635
  nChanged 20
		SP:Iteration 15Q (29531.030000 sec): 3 clusters
  Score: Raw -166049.426075 + Penalty 2478.635317 = -163570.790758
  nChanged 15
		SP:Iteration 16Q (29531.200000 sec): 3 clusters
  Score: Raw -166059.591459 + Penalty 2478.635317 = -163580.956142
  nChanged 15
		SP:Iteration 17Q (29531.380000 sec): 3 clusters
  Score: Raw -166069.159013 + Penalty 2478.635317 = -163590.523696
  nChanged 19
		SP:Iteration 18Q (29531.560000 sec): 3 clusters
  Score: Raw -166078.039244 + Penalty 2478.635317 = -163599.403927
  nChanged 19
		SP:Iteration 19Q (29531.730000 sec): 3 clusters
  Score: Raw -166090.148852 + Penalty 2478.635317 = -163611.513535
  nChanged 21
		SP:Iteration 20F (29531.900000 sec): 3 clusters
  Score: Raw -166109.224201 + Penalty 2478.635317 = -163630.588884
  nChanged 25
		SP:Iteration 21Q (29532.080000 sec): 3 clusters
  Score: Raw -166132.218374 + Penalty 2478.635317 = -163653.583057
  nChanged 26
		SP:Iteration 22Q (29532.260000 sec): 3 clusters
  Score: Raw -166163.867209 + Penalty 2478.635317 = -163685.231892
  nChanged 38
		SP:Iteration 23Q (29532.420000 sec): 3 clusters
  Score: Raw -166199.811991 + Penalty 2478.635317 = -163721.176674
  nChanged 34
		SP:Iteration 24Q (29532.580000 sec): 3 clusters
  Score: Raw -166225.704750 + Penalty 2478.635317 = -163747.069433
  nChanged 22
		SP:Iteration 25Q (29532.750000 sec): 3 clusters
  Score: Raw -166242.951352 + Penalty 2478.635317 = -163764.316034
  nChanged 22
		SP:Iteration 26Q (29532.910000 sec): 3 clusters
  Score: Raw -166257.492032 + Penalty 2478.635317 = -163778.856715
  nChanged 18
		SP:Iteration 27Q (29533.080000 sec): 3 clusters
  Score: Raw -166269.606232 + Penalty 2478.635317 = -163790.970915
  nChanged 15
		SP:Iteration 28Q (29533.240000 sec): 3 clusters
  Score: Raw -166281.562969 + Penalty 2478.635317 = -163802.927652
  nChanged 18
		SP:Iteration 29Q (29533.400000 sec): 3 clusters
  Score: Raw -166295.332352 + Penalty 2478.635317 = -163816.697035
  nChanged 13
		SP:Iteration 30Q (29533.560000 sec): 3 clusters
  Score: Raw -166302.947684 + Penalty 2478.635317 = -163824.312367
  nChanged 9
		SP:Iteration 31Q (29533.730000 sec): 3 clusters
  Score: Raw -166308.746322 + Penalty 2478.635317 = -163830.111005
  nChanged 10
		SP:Iteration 32Q (29533.890000 sec): 3 clusters
  Score: Raw -166313.412993 + Penalty 2478.635317 = -163834.777676
  nChanged 10
		SP:Iteration 33Q (29534.060000 sec): 3 clusters
  Score: Raw -166318.863217 + Penalty 2478.635317 = -163840.227900
  nChanged 13
		SP:Iteration 34Q (29534.220000 sec): 3 clusters
  Score: Raw -166328.736890 + Penalty 2478.635317 = -163850.101573
  nChanged 15
		SP:Iteration 35Q (29534.380000 sec): 3 clusters
  Score: Raw -166338.908341 + Penalty 2478.635317 = -163860.273024
  nChanged 17
		SP:Iteration 36Q (29534.540000 sec): 3 clusters
  Score: Raw -166351.977134 + Penalty 2478.635317 = -163873.341817
  nChanged 14
		SP:Iteration 37Q (29534.710000 sec): 3 clusters
  Score: Raw -166360.804442 + Penalty 2478.635317 = -163882.169125
  nChanged 12
		SP:Iteration 38Q (29534.870000 sec): 3 clusters
  Score: Raw -166368.911451 + Penalty 2478.635317 = -163890.276134
  nChanged 18
		SP:Iteration 39Q (29535.030000 sec): 3 clusters
  Score: Raw -166383.712803 + Penalty 2478.635317 = -163905.077486
  nChanged 15
		SP:Iteration 40F (29535.200000 sec): 3 clusters
  Score: Raw -166396.945572 + Penalty 2478.635317 = -163918.310255
  nChanged 15
		SP:Iteration 41Q (29535.370000 sec): 3 clusters
  Score: Raw -166411.689883 + Penalty 2478.635317 = -163933.054566
  nChanged 21
		SP:Iteration 42Q (29535.530000 sec): 3 clusters
  Score: Raw -166434.720735 + Penalty 2478.635317 = -163956.085418
  nChanged 15
		SP:Iteration 43Q (29535.690000 sec): 3 clusters
  Score: Raw -166448.046187 + Penalty 2478.635317 = -163969.410870
  nChanged 14
		SP:Iteration 44Q (29535.850000 sec): 3 clusters
  Score: Raw -166460.062956 + Penalty 2478.635317 = -163981.427639
  nChanged 16
		SP:Iteration 45Q (29536.020000 sec): 3 clusters
  Score: Raw -166469.358880 + Penalty 2478.635317 = -163990.723563
  nChanged 9
		SP:Iteration 46Q (29536.200000 sec): 3 clusters
  Score: Raw -166476.032443 + Penalty 2478.635317 = -163997.397126
  nChanged 10
		SP:Iteration 47Q (29536.370000 sec): 3 clusters
  Score: Raw -166482.113690 + Penalty 2478.635317 = -164003.478372
  nChanged 6
		SP:Iteration 48Q (29536.550000 sec): 3 clusters
  Score: Raw -166486.025396 + Penalty 2478.635317 = -164007.390079
  nChanged 4
		SP:Iteration 49Q (29536.730000 sec): 3 clusters
  Score: Raw -166488.509489 + Penalty 2478.635317 = -164009.874172
  nChanged 3
		SP:Iteration 50Q (29536.900000 sec): 3 clusters
  Score: Raw -166489.502234 + Penalty 2478.635317 = -164010.866917
  nChanged 2
		SP:Iteration 51Q (29537.080000 sec): 3 clusters
  Score: Raw -166490.173640 + Penalty 2478.635317 = -164011.538323
  nChanged 3
		SP:Iteration 52Q (29537.250000 sec): 3 clusters
  Score: Raw -166493.512522 + Penalty 2478.635317 = -164014.877205
  nChanged 5
		SP:Iteration 53Q (29537.430000 sec): 3 clusters
  Score: Raw -166497.256572 + Penalty 2478.635317 = -164018.621255
  nChanged 5
		SP:Iteration 54Q (29537.600000 sec): 3 clusters
  Score: Raw -166501.393445 + Penalty 2478.635317 = -164022.758128
  nChanged 5
		SP:Iteration 55Q (29537.780000 sec): 3 clusters
  Score: Raw -166504.144780 + Penalty 2478.635317 = -164025.509462
  nChanged 3
		SP:Iteration 56Q (29537.950000 sec): 3 clusters
  Score: Raw -166506.687926 + Penalty 2478.635317 = -164028.052609
  nChanged 8
		SP:Iteration 57Q (29538.130000 sec): 3 clusters
  Score: Raw -166512.378646 + Penalty 2478.635317 = -164033.743329
  nChanged 5
		SP:Iteration 58Q (29538.310000 sec): 3 clusters
  Score: Raw -166516.860796 + Penalty 2478.635317 = -164038.225479
  nChanged 4
		SP:Iteration 59Q (29538.480000 sec): 3 clusters
  Score: Raw -166520.388859 + Penalty 2478.635317 = -164041.753542
  nChanged 4
		SP:Iteration 60F (29538.660000 sec): 3 clusters
  Score: Raw -166524.306279 + Penalty 2478.635317 = -164045.670962
  nChanged 3
		SP:Iteration 61Q (29538.830000 sec): 3 clusters
  Score: Raw -166526.068289 + Penalty 2478.635317 = -164047.432972
  nChanged 1
		SP:Iteration 62Q (29539.010000 sec): 3 clusters
  Score: Raw -166526.363096 + Penalty 2478.635317 = -164047.727779
  nChanged 1
		SP:Iteration 63Q (29539.190000 sec): 3 clusters
  Score: Raw -166526.573461 + Penalty 2478.635317 = -164047.938143
  nChanged 1
		SP:Iteration 64Q (29539.360000 sec): 3 clusters
  Score: Raw -166527.169003 + Penalty 2478.635317 = -164048.533686
  nChanged 2
		SP:Iteration 65Q (29539.540000 sec): 3 clusters
  Score: Raw -166527.885502 + Penalty 2478.635317 = -164049.250185
  nChanged 0
		SP:Iteration 66F (29539.640000 sec): 3 clusters
  Score: Raw -166527.885502 + Penalty 2478.635317 = -164049.250185
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 105 (2243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29539.750000 sec): 2 clusters
  Score: Raw -190098.672801 + Penalty 1253.780049 = -188844.892751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29539.880000 sec): 3 clusters
  Score: Raw -189187.531896 + Penalty 2507.560099 = -186679.971797
  nChanged 781
		SP:Iteration 1F (29540.060000 sec): 3 clusters
  Score: Raw -189743.995021 + Penalty 2507.560099 = -187236.434922
  nChanged 173
		SP:Iteration 2F (29540.230000 sec): 3 clusters
  Score: Raw -189869.195018 + Penalty 2507.560099 = -187361.634920
  nChanged 124
		SP:Iteration 3F (29540.390000 sec): 3 clusters
  Score: Raw -189946.671274 + Penalty 2507.560099 = -187439.111176
  nChanged 78
		SP:Iteration 4Q (29540.570000 sec): 3 clusters
  Score: Raw -190002.010842 + Penalty 2507.560099 = -187494.450744
  nChanged 78
		SP:Iteration 5Q (29540.740000 sec): 3 clusters
  Score: Raw -190048.255528 + Penalty 2507.560099 = -187540.695429
  nChanged 62
		SP:Iteration 6Q (29540.920000 sec): 3 clusters
  Score: Raw -190088.096678 + Penalty 2507.560099 = -187580.536579
  nChanged 59
		SP:Iteration 7Q (29541.090000 sec): 3 clusters
  Score: Raw -190123.077320 + Penalty 2507.560099 = -187615.517222
  nChanged 51
		SP:Iteration 8Q (29541.270000 sec): 3 clusters
  Score: Raw -190156.062285 + Penalty 2507.560099 = -187648.502186
  nChanged 39
		SP:Iteration 9Q (29541.450000 sec): 3 clusters
  Score: Raw -190184.177711 + Penalty 2507.560099 = -187676.617612
  nChanged 40
		SP:Iteration 10Q (29541.620000 sec): 3 clusters
  Score: Raw -190208.727230 + Penalty 2507.560099 = -187701.167132
  nChanged 28
		SP:Iteration 11Q (29541.800000 sec): 3 clusters
  Score: Raw -190225.584901 + Penalty 2507.560099 = -187718.024802
  nChanged 35
		SP:Iteration 12Q (29541.970000 sec): 3 clusters
  Score: Raw -190251.643556 + Penalty 2507.560099 = -187744.083457
  nChanged 38
		SP:Iteration 13Q (29542.160000 sec): 3 clusters
  Score: Raw -190278.505702 + Penalty 2507.560099 = -187770.945603
  nChanged 31
		SP:Iteration 14Q (29542.220000 sec): 3 clusters
  Score: Raw -190299.730115 + Penalty 2507.560099 = -187792.170016
  nChanged 31
		SP:Iteration 15Q (29542.260000 sec): 3 clusters
  Score: Raw -190318.908863 + Penalty 2507.560099 = -187811.348764
  nChanged 31
		SP:Iteration 16Q (29542.310000 sec): 3 clusters
  Score: Raw -190338.135400 + Penalty 2507.560099 = -187830.575301
  nChanged 26
		SP:Iteration 17Q (29542.350000 sec): 3 clusters
  Score: Raw -190349.799677 + Penalty 2507.560099 = -187842.239579
  nChanged 19
		SP:Iteration 18Q (29542.390000 sec): 3 clusters
  Score: Raw -190360.062725 + Penalty 2507.560099 = -187852.502626
  nChanged 14
		SP:Iteration 19Q (29542.430000 sec): 3 clusters
  Score: Raw -190366.455632 + Penalty 2507.560099 = -187858.895533
  nChanged 10
		SP:Iteration 20F (29542.480000 sec): 3 clusters
  Score: Raw -190372.373382 + Penalty 2507.560099 = -187864.813283
  nChanged 9
		SP:Iteration 21Q (29542.520000 sec): 3 clusters
  Score: Raw -190377.468053 + Penalty 2507.560099 = -187869.907954
  nChanged 8
		SP:Iteration 22Q (29542.570000 sec): 3 clusters
  Score: Raw -190381.810080 + Penalty 2507.560099 = -187874.249982
  nChanged 5
		SP:Iteration 23Q (29542.610000 sec): 3 clusters
  Score: Raw -190384.048483 + Penalty 2507.560099 = -187876.488384
  nChanged 6
		SP:Iteration 24Q (29542.650000 sec): 3 clusters
  Score: Raw -190386.268235 + Penalty 2507.560099 = -187878.708137
  nChanged 5
		SP:Iteration 25Q (29542.700000 sec): 3 clusters
  Score: Raw -190388.985516 + Penalty 2507.560099 = -187881.425417
  nChanged 4
		SP:Iteration 26Q (29542.740000 sec): 3 clusters
  Score: Raw -190391.618752 + Penalty 2507.560099 = -187884.058654
  nChanged 8
		SP:Iteration 27Q (29542.780000 sec): 3 clusters
  Score: Raw -190394.873775 + Penalty 2507.560099 = -187887.313676
  nChanged 7
		SP:Iteration 28Q (29542.830000 sec): 3 clusters
  Score: Raw -190398.049413 + Penalty 2507.560099 = -187890.489314
  nChanged 7
		SP:Iteration 29Q (29542.870000 sec): 3 clusters
  Score: Raw -190401.107063 + Penalty 2507.560099 = -187893.546964
  nChanged 2
		SP:Iteration 30Q (29542.910000 sec): 3 clusters
  Score: Raw -190402.687440 + Penalty 2507.560099 = -187895.127342
  nChanged 6
		SP:Iteration 31Q (29542.960000 sec): 3 clusters
  Score: Raw -190405.463352 + Penalty 2507.560099 = -187897.903253
  nChanged 4
		SP:Iteration 32Q (29543.000000 sec): 3 clusters
  Score: Raw -190408.045355 + Penalty 2507.560099 = -187900.485257
  nChanged 6
		SP:Iteration 33Q (29543.040000 sec): 3 clusters
  Score: Raw -190411.353067 + Penalty 2507.560099 = -187903.792968
  nChanged 5
		SP:Iteration 34Q (29543.090000 sec): 3 clusters
  Score: Raw -190414.410163 + Penalty 2507.560099 = -187906.850065
  nChanged 3
		SP:Iteration 35Q (29543.130000 sec): 3 clusters
  Score: Raw -190415.539745 + Penalty 2507.560099 = -187907.979646
  nChanged 4
		SP:Iteration 36Q (29543.170000 sec): 3 clusters
  Score: Raw -190417.049706 + Penalty 2507.560099 = -187909.489607
  nChanged 0
		SP:Iteration 37F (29543.210000 sec): 3 clusters
  Score: Raw -190417.049706 + Penalty 2507.560099 = -187909.489607
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 106 (8830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29543.350000 sec): 2 clusters
  Score: Raw -835536.457708 + Penalty 1476.460423 = -834059.997285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29543.570000 sec): 3 clusters
  Score: Raw -830632.431236 + Penalty 2952.920845 = -827679.510391
  nChanged 3764
		SP:Iteration 1F (29543.770000 sec): 3 clusters
  Score: Raw -832798.992538 + Penalty 2952.920845 = -829846.071693
  nChanged 679
		SP:Iteration 2F (29543.910000 sec): 3 clusters
  Score: Raw -833242.462516 + Penalty 2952.920845 = -830289.541671
  nChanged 640
		SP:Iteration 3F (29544.110000 sec): 3 clusters
  Score: Raw -833690.812095 + Penalty 2952.920845 = -830737.891249
  nChanged 593
		SP:Iteration 4F (29544.380000 sec): 3 clusters
  Score: Raw -834086.821730 + Penalty 2952.920845 = -831133.900884
  nChanged 546
		SP:Iteration 5F (29544.550000 sec): 3 clusters
  Score: Raw -834407.351069 + Penalty 2952.920845 = -831454.430223
  nChanged 419
		SP:Iteration 6Q (29544.720000 sec): 3 clusters
  Score: Raw -834630.083404 + Penalty 2952.920845 = -831677.162558
  nChanged 321
		SP:Iteration 7Q (29544.900000 sec): 3 clusters
  Score: Raw -834790.393086 + Penalty 2952.920845 = -831837.472241
  nChanged 242
		SP:Iteration 8Q (29545.120000 sec): 3 clusters
  Score: Raw -834902.138560 + Penalty 2952.920845 = -831949.217714
  nChanged 183
		SP:Iteration 9Q (29545.340000 sec): 3 clusters
  Score: Raw -834978.749115 + Penalty 2952.920845 = -832025.828269
  nChanged 134
		SP:Iteration 10Q (29545.540000 sec): 3 clusters
  Score: Raw -835033.773624 + Penalty 2952.920845 = -832080.852778
  nChanged 120
		SP:Iteration 11Q (29545.730000 sec): 3 clusters
  Score: Raw -835073.670362 + Penalty 2952.920845 = -832120.749516
  nChanged 96
		SP:Iteration 12Q (29545.920000 sec): 3 clusters
  Score: Raw -835106.087387 + Penalty 2952.920845 = -832153.166542
  nChanged 74
		SP:Iteration 13Q (29546.120000 sec): 3 clusters
  Score: Raw -835128.792475 + Penalty 2952.920845 = -832175.871629
  nChanged 70
		SP:Iteration 14Q (29546.310000 sec): 3 clusters
  Score: Raw -835151.115115 + Penalty 2952.920845 = -832198.194269
  nChanged 63
		SP:Iteration 15Q (29546.500000 sec): 3 clusters
  Score: Raw -835173.752807 + Penalty 2952.920845 = -832220.831962
  nChanged 66
		SP:Iteration 16Q (29546.740000 sec): 3 clusters
  Score: Raw -835196.714097 + Penalty 2952.920845 = -832243.793252
  nChanged 70
		SP:Iteration 17Q (29546.930000 sec): 3 clusters
  Score: Raw -835223.455571 + Penalty 2952.920845 = -832270.534726
  nChanged 75
		SP:Iteration 18Q (29547.130000 sec): 3 clusters
  Score: Raw -835253.326902 + Penalty 2952.920845 = -832300.406056
  nChanged 78
		SP:Iteration 19Q (29547.320000 sec): 3 clusters
  Score: Raw -835287.888539 + Penalty 2952.920845 = -832334.967694
  nChanged 83
		SP:Iteration 20F (29547.520000 sec): 3 clusters
  Score: Raw -835327.343992 + Penalty 2952.920845 = -832374.423147
  nChanged 73
		SP:Iteration 21Q (29547.710000 sec): 3 clusters
  Score: Raw -835360.889767 + Penalty 2952.920845 = -832407.968921
  nChanged 80
		SP:Iteration 22Q (29547.950000 sec): 3 clusters
  Score: Raw -835396.887251 + Penalty 2952.920845 = -832443.966406
  nChanged 75
		SP:Iteration 23Q (29548.140000 sec): 3 clusters
  Score: Raw -835427.179506 + Penalty 2952.920845 = -832474.258660
  nChanged 64
		SP:Iteration 24Q (29548.330000 sec): 3 clusters
  Score: Raw -835460.951278 + Penalty 2952.920845 = -832508.030432
  nChanged 68
		SP:Iteration 25Q (29548.520000 sec): 3 clusters
  Score: Raw -835494.784169 + Penalty 2952.920845 = -832541.863324
  nChanged 62
		SP:Iteration 26Q (29548.720000 sec): 3 clusters
  Score: Raw -835522.921903 + Penalty 2952.920845 = -832570.001058
  nChanged 42
		SP:Iteration 27Q (29548.910000 sec): 3 clusters
  Score: Raw -835544.860703 + Penalty 2952.920845 = -832591.939857
  nChanged 44
		SP:Iteration 28Q (29549.100000 sec): 3 clusters
  Score: Raw -835568.879443 + Penalty 2952.920845 = -832615.958597
  nChanged 40
		SP:Iteration 29Q (29549.300000 sec): 3 clusters
  Score: Raw -835586.467790 + Penalty 2952.920845 = -832633.546945
  nChanged 26
		SP:Iteration 30Q (29549.490000 sec): 3 clusters
  Score: Raw -835598.216328 + Penalty 2952.920845 = -832645.295483
  nChanged 23
		SP:Iteration 31Q (29549.680000 sec): 3 clusters
  Score: Raw -835615.216350 + Penalty 2952.920845 = -832662.295505
  nChanged 29
		SP:Iteration 32Q (29549.880000 sec): 3 clusters
  Score: Raw -835632.824846 + Penalty 2952.920845 = -832679.904001
  nChanged 34
		SP:Iteration 33Q (29550.070000 sec): 3 clusters
  Score: Raw -835655.108708 + Penalty 2952.920845 = -832702.187863
  nChanged 40
		SP:Iteration 34Q (29550.200000 sec): 3 clusters
  Score: Raw -835677.067534 + Penalty 2952.920845 = -832724.146688
  nChanged 30
		SP:Iteration 35Q (29550.410000 sec): 3 clusters
  Score: Raw -835690.627299 + Penalty 2952.920845 = -832737.706453
  nChanged 22
		SP:Iteration 36Q (29550.620000 sec): 3 clusters
  Score: Raw -835701.676397 + Penalty 2952.920845 = -832748.755552
  nChanged 28
		SP:Iteration 37Q (29550.740000 sec): 3 clusters
  Score: Raw -835717.035788 + Penalty 2952.920845 = -832764.114943
  nChanged 24
		SP:Iteration 38Q (29550.880000 sec): 3 clusters
  Score: Raw -835729.211521 + Penalty 2952.920845 = -832776.290676
  nChanged 18
		SP:Iteration 39Q (29551.070000 sec): 3 clusters
  Score: Raw -835741.285567 + Penalty 2952.920845 = -832788.364722
  nChanged 19
		SP:Iteration 40F (29551.260000 sec): 3 clusters
  Score: Raw -835751.031860 + Penalty 2952.920845 = -832798.111014
  nChanged 18
		SP:Iteration 41Q (29551.460000 sec): 3 clusters
  Score: Raw -835762.353596 + Penalty 2952.920845 = -832809.432750
  nChanged 22
		SP:Iteration 42Q (29551.640000 sec): 3 clusters
  Score: Raw -835775.846535 + Penalty 2952.920845 = -832822.925689
  nChanged 13
		SP:Iteration 43Q (29551.830000 sec): 3 clusters
  Score: Raw -835783.549240 + Penalty 2952.920845 = -832830.628395
  nChanged 11
		SP:Iteration 44Q (29552.030000 sec): 3 clusters
  Score: Raw -835796.010553 + Penalty 2952.920845 = -832843.089707
  nChanged 11
		SP:Iteration 45Q (29552.220000 sec): 3 clusters
  Score: Raw -835804.770717 + Penalty 2952.920845 = -832851.849872
  nChanged 15
		SP:Iteration 46Q (29552.400000 sec): 3 clusters
  Score: Raw -835815.249892 + Penalty 2952.920845 = -832862.329047
  nChanged 13
		SP:Iteration 47Q (29552.530000 sec): 3 clusters
  Score: Raw -835822.596961 + Penalty 2952.920845 = -832869.676116
  nChanged 9
		SP:Iteration 48Q (29552.720000 sec): 3 clusters
  Score: Raw -835829.306272 + Penalty 2952.920845 = -832876.385427
  nChanged 12
		SP:Iteration 49Q (29552.930000 sec): 3 clusters
  Score: Raw -835837.084427 + Penalty 2952.920845 = -832884.163581
  nChanged 12
		SP:Iteration 50Q (29553.120000 sec): 3 clusters
  Score: Raw -835844.697093 + Penalty 2952.920845 = -832891.776248
  nChanged 9
		SP:Iteration 51Q (29553.300000 sec): 3 clusters
  Score: Raw -835848.847975 + Penalty 2952.920845 = -832895.927129
  nChanged 4
		SP:Iteration 52Q (29553.500000 sec): 3 clusters
  Score: Raw -835851.783517 + Penalty 2952.920845 = -832898.862671
  nChanged 8
		SP:Iteration 53Q (29553.690000 sec): 3 clusters
  Score: Raw -835859.408784 + Penalty 2952.920845 = -832906.487938
  nChanged 7
		SP:Iteration 54Q (29553.880000 sec): 3 clusters
  Score: Raw -835863.777205 + Penalty 2952.920845 = -832910.856360
  nChanged 3
		SP:Iteration 55Q (29554.070000 sec): 3 clusters
  Score: Raw -835864.982687 + Penalty 2952.920845 = -832912.061842
  nChanged 0
		SP:Iteration 56F (29554.270000 sec): 3 clusters
  Score: Raw -835864.982687 + Penalty 2952.920845 = -832912.061842
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 107 (7189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29554.400000 sec): 2 clusters
  Score: Raw -643869.158367 + Penalty 1443.049946 = -642426.108422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29554.600000 sec): 3 clusters
  Score: Raw -639995.414690 + Penalty 2886.099892 = -637109.314798
  nChanged 2972
		SP:Iteration 1F (29554.800000 sec): 3 clusters
  Score: Raw -641813.374771 + Penalty 2886.099892 = -638927.274879
  nChanged 564
		SP:Iteration 2F (29555.000000 sec): 3 clusters
  Score: Raw -642159.289850 + Penalty 2886.099892 = -639273.189959
  nChanged 468
		SP:Iteration 3F (29555.200000 sec): 3 clusters
  Score: Raw -642414.585087 + Penalty 2886.099892 = -639528.485195
  nChanged 364
		SP:Iteration 4F (29555.320000 sec): 3 clusters
  Score: Raw -642587.902129 + Penalty 2886.099892 = -639701.802238
  nChanged 277
		SP:Iteration 5Q (29555.440000 sec): 3 clusters
  Score: Raw -642696.952366 + Penalty 2886.099892 = -639810.852475
  nChanged 206
		SP:Iteration 6Q (29555.640000 sec): 3 clusters
  Score: Raw -642777.285551 + Penalty 2886.099892 = -639891.185659
  nChanged 187
		SP:Iteration 7Q (29555.850000 sec): 3 clusters
  Score: Raw -642841.500440 + Penalty 2886.099892 = -639955.400549
  nChanged 170
		SP:Iteration 8Q (29556.080000 sec): 3 clusters
  Score: Raw -642906.922119 + Penalty 2886.099892 = -640020.822227
  nChanged 155
		SP:Iteration 9Q (29556.190000 sec): 3 clusters
  Score: Raw -642959.741759 + Penalty 2886.099892 = -640073.641867
  nChanged 139
		SP:Iteration 10Q (29556.300000 sec): 3 clusters
  Score: Raw -643005.121082 + Penalty 2886.099892 = -640119.021190
  nChanged 132
		SP:Iteration 11Q (29556.420000 sec): 3 clusters
  Score: Raw -643044.252754 + Penalty 2886.099892 = -640158.152862
  nChanged 109
		SP:Iteration 12Q (29556.540000 sec): 3 clusters
  Score: Raw -643071.608323 + Penalty 2886.099892 = -640185.508431
  nChanged 87
		SP:Iteration 13Q (29556.660000 sec): 3 clusters
  Score: Raw -643098.505736 + Penalty 2886.099892 = -640212.405844
  nChanged 81
		SP:Iteration 14Q (29556.880000 sec): 3 clusters
  Score: Raw -643124.664259 + Penalty 2886.099892 = -640238.564367
  nChanged 89
		SP:Iteration 15Q (29557.050000 sec): 3 clusters
  Score: Raw -643155.173213 + Penalty 2886.099892 = -640269.073321
  nChanged 101
		SP:Iteration 16Q (29557.250000 sec): 3 clusters
  Score: Raw -643189.907797 + Penalty 2886.099892 = -640303.807905
  nChanged 106
		SP:Iteration 17Q (29557.450000 sec): 3 clusters
  Score: Raw -643228.767667 + Penalty 2886.099892 = -640342.667775
  nChanged 114
		SP:Iteration 18Q (29557.650000 sec): 3 clusters
  Score: Raw -643263.566298 + Penalty 2886.099892 = -640377.466406
  nChanged 108
		SP:Iteration 19Q (29557.850000 sec): 3 clusters
  Score: Raw -643289.805568 + Penalty 2886.099892 = -640403.705676
  nChanged 98
		SP:Iteration 20F (29558.050000 sec): 3 clusters
  Score: Raw -643317.536494 + Penalty 2886.099892 = -640431.436603
  nChanged 92
		SP:Iteration 21Q (29558.250000 sec): 3 clusters
  Score: Raw -643345.819942 + Penalty 2886.099892 = -640459.720051
  nChanged 85
		SP:Iteration 22Q (29558.450000 sec): 3 clusters
  Score: Raw -643372.080554 + Penalty 2886.099892 = -640485.980662
  nChanged 95
		SP:Iteration 23Q (29558.650000 sec): 3 clusters
  Score: Raw -643400.549705 + Penalty 2886.099892 = -640514.449813
  nChanged 108
		SP:Iteration 24Q (29558.850000 sec): 3 clusters
  Score: Raw -643436.896289 + Penalty 2886.099892 = -640550.796397
  nChanged 103
		SP:Iteration 25Q (29559.050000 sec): 3 clusters
  Score: Raw -643470.523768 + Penalty 2886.099892 = -640584.423876
  nChanged 104
		SP:Iteration 26Q (29559.250000 sec): 3 clusters
  Score: Raw -643509.031140 + Penalty 2886.099892 = -640622.931249
  nChanged 111
		SP:Iteration 27Q (29559.460000 sec): 3 clusters
  Score: Raw -643551.340036 + Penalty 2886.099892 = -640665.240144
  nChanged 122
		SP:Iteration 28Q (29559.660000 sec): 3 clusters
  Score: Raw -643591.857471 + Penalty 2886.099892 = -640705.757579
  nChanged 126
		SP:Iteration 29Q (29559.860000 sec): 3 clusters
  Score: Raw -643640.152702 + Penalty 2886.099892 = -640754.052811
  nChanged 125
		SP:Iteration 30Q (29560.060000 sec): 3 clusters
  Score: Raw -643690.496618 + Penalty 2886.099892 = -640804.396727
  nChanged 137
		SP:Iteration 31Q (29560.260000 sec): 3 clusters
  Score: Raw -643742.549888 + Penalty 2886.099892 = -640856.449996
  nChanged 128
		SP:Iteration 32Q (29560.460000 sec): 3 clusters
  Score: Raw -643796.334996 + Penalty 2886.099892 = -640910.235104
  nChanged 124
		SP:Iteration 33Q (29560.660000 sec): 3 clusters
  Score: Raw -643845.996559 + Penalty 2886.099892 = -640959.896667
  nChanged 108
		SP:Iteration 34Q (29560.870000 sec): 3 clusters
  Score: Raw -643882.138079 + Penalty 2886.099892 = -640996.038187
  nChanged 97
		SP:Iteration 35Q (29561.070000 sec): 3 clusters
  Score: Raw -643919.552404 + Penalty 2886.099892 = -641033.452513
  nChanged 90
		SP:Iteration 36Q (29561.270000 sec): 3 clusters
  Score: Raw -643955.587706 + Penalty 2886.099892 = -641069.487814
  nChanged 99
		SP:Iteration 37Q (29561.470000 sec): 3 clusters
  Score: Raw -643997.996001 + Penalty 2886.099892 = -641111.896109
  nChanged 104
		SP:Iteration 38Q (29561.670000 sec): 3 clusters
  Score: Raw -644042.648120 + Penalty 2886.099892 = -641156.548228
  nChanged 97
		SP:Iteration 39Q (29561.880000 sec): 3 clusters
  Score: Raw -644078.814834 + Penalty 2886.099892 = -641192.714943
  nChanged 83
		SP:Iteration 40F (29562.080000 sec): 3 clusters
  Score: Raw -644110.238847 + Penalty 2886.099892 = -641224.138955
  nChanged 82
		SP:Iteration 41Q (29562.280000 sec): 3 clusters
  Score: Raw -644144.741169 + Penalty 2886.099892 = -641258.641277
  nChanged 68
		SP:Iteration 42Q (29562.480000 sec): 3 clusters
  Score: Raw -644177.141429 + Penalty 2886.099892 = -641291.041537
  nChanged 58
		SP:Iteration 43Q (29562.680000 sec): 3 clusters
  Score: Raw -644207.521651 + Penalty 2886.099892 = -641321.421759
  nChanged 62
		SP:Iteration 44Q (29562.890000 sec): 3 clusters
  Score: Raw -644233.162894 + Penalty 2886.099892 = -641347.063002
  nChanged 62
		SP:Iteration 45Q (29563.090000 sec): 3 clusters
  Score: Raw -644263.022352 + Penalty 2886.099892 = -641376.922460
  nChanged 48
		SP:Iteration 46Q (29563.290000 sec): 3 clusters
  Score: Raw -644281.555605 + Penalty 2886.099892 = -641395.455713
  nChanged 43
		SP:Iteration 47Q (29563.490000 sec): 3 clusters
  Score: Raw -644298.323028 + Penalty 2886.099892 = -641412.223136
  nChanged 35
		SP:Iteration 48Q (29563.700000 sec): 3 clusters
  Score: Raw -644312.298758 + Penalty 2886.099892 = -641426.198867
  nChanged 36
		SP:Iteration 49Q (29563.900000 sec): 3 clusters
  Score: Raw -644325.645237 + Penalty 2886.099892 = -641439.545346
  nChanged 24
		SP:Iteration 50Q (29564.100000 sec): 3 clusters
  Score: Raw -644333.411145 + Penalty 2886.099892 = -641447.311253
  nChanged 26
		SP:Iteration 51Q (29564.300000 sec): 3 clusters
  Score: Raw -644343.176499 + Penalty 2886.099892 = -641457.076608
  nChanged 26
		SP:Iteration 52Q (29564.500000 sec): 3 clusters
  Score: Raw -644353.055589 + Penalty 2886.099892 = -641466.955697
  nChanged 26
		SP:Iteration 53Q (29564.710000 sec): 3 clusters
  Score: Raw -644362.573441 + Penalty 2886.099892 = -641476.473549
  nChanged 18
		SP:Iteration 54Q (29564.910000 sec): 3 clusters
  Score: Raw -644366.919008 + Penalty 2886.099892 = -641480.819117
  nChanged 11
		SP:Iteration 55Q (29565.110000 sec): 3 clusters
  Score: Raw -644370.115662 + Penalty 2886.099892 = -641484.015770
  nChanged 12
		SP:Iteration 56Q (29565.320000 sec): 3 clusters
  Score: Raw -644375.595373 + Penalty 2886.099892 = -641489.495481
  nChanged 12
		SP:Iteration 57Q (29565.520000 sec): 3 clusters
  Score: Raw -644380.089830 + Penalty 2886.099892 = -641493.989938
  nChanged 6
		SP:Iteration 58Q (29565.720000 sec): 3 clusters
  Score: Raw -644382.944002 + Penalty 2886.099892 = -641496.844110
  nChanged 4
		SP:Iteration 59Q (29565.950000 sec): 3 clusters
  Score: Raw -644384.185383 + Penalty 2886.099892 = -641498.085492
  nChanged 1
		SP:Iteration 60F (29566.060000 sec): 3 clusters
  Score: Raw -644384.488831 + Penalty 2886.099892 = -641498.388940
  nChanged 2
		SP:Iteration 61Q (29566.170000 sec): 3 clusters
  Score: Raw -644385.114339 + Penalty 2886.099892 = -641499.014447
  nChanged 0
		SP:Iteration 62F (29566.280000 sec): 3 clusters
  Score: Raw -644385.114339 + Penalty 2886.099892 = -641499.014447
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 108 (10175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29566.440000 sec): 2 clusters
  Score: Raw -885448.790970 + Penalty 1499.499464 = -883949.291506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29566.720000 sec): 3 clusters
  Score: Raw -879717.234522 + Penalty 2998.998928 = -876718.235593
  nChanged 4373
		SP:Iteration 1F (29566.950000 sec): 3 clusters
  Score: Raw -882211.567268 + Penalty 2998.998928 = -879212.568340
  nChanged 756
		SP:Iteration 2F (29567.170000 sec): 3 clusters
  Score: Raw -882672.269329 + Penalty 2998.998928 = -879673.270401
  nChanged 715
		SP:Iteration 3F (29567.400000 sec): 3 clusters
  Score: Raw -883139.593416 + Penalty 2998.998928 = -880140.594488
  nChanged 655
		SP:Iteration 4F (29567.660000 sec): 3 clusters
  Score: Raw -883548.906520 + Penalty 2998.998928 = -880549.907592
  nChanged 556
		SP:Iteration 5F (29567.890000 sec): 3 clusters
  Score: Raw -883852.171087 + Penalty 2998.998928 = -880853.172159
  nChanged 460
		SP:Iteration 6Q (29568.110000 sec): 3 clusters
  Score: Raw -884100.093210 + Penalty 2998.998928 = -881101.094282
  nChanged 417
		SP:Iteration 7Q (29568.330000 sec): 3 clusters
  Score: Raw -884306.369228 + Penalty 2998.998928 = -881307.370299
  nChanged 351
		SP:Iteration 8Q (29568.560000 sec): 3 clusters
  Score: Raw -884447.654766 + Penalty 2998.998928 = -881448.655838
  nChanged 270
		SP:Iteration 9Q (29568.780000 sec): 3 clusters
  Score: Raw -884545.933933 + Penalty 2998.998928 = -881546.935005
  nChanged 232
		SP:Iteration 10Q (29569.000000 sec): 3 clusters
  Score: Raw -884629.742680 + Penalty 2998.998928 = -881630.743752
  nChanged 207
		SP:Iteration 11Q (29569.230000 sec): 3 clusters
  Score: Raw -884707.502320 + Penalty 2998.998928 = -881708.503392
  nChanged 189
		SP:Iteration 12Q (29569.490000 sec): 3 clusters
  Score: Raw -884775.610375 + Penalty 2998.998928 = -881776.611446
  nChanged 169
		SP:Iteration 13Q (29569.720000 sec): 3 clusters
  Score: Raw -884828.725959 + Penalty 2998.998928 = -881829.727030
  nChanged 138
		SP:Iteration 14Q (29569.950000 sec): 3 clusters
  Score: Raw -884873.774019 + Penalty 2998.998928 = -881874.775091
  nChanged 152
		SP:Iteration 15Q (29570.170000 sec): 3 clusters
  Score: Raw -884933.737433 + Penalty 2998.998928 = -881934.738505
  nChanged 151
		SP:Iteration 16Q (29570.320000 sec): 3 clusters
  Score: Raw -884992.692609 + Penalty 2998.998928 = -881993.693681
  nChanged 147
		SP:Iteration 17Q (29570.540000 sec): 3 clusters
  Score: Raw -885049.041321 + Penalty 2998.998928 = -882050.042392
  nChanged 157
		SP:Iteration 18Q (29570.760000 sec): 3 clusters
  Score: Raw -885114.141491 + Penalty 2998.998928 = -882115.142562
  nChanged 173
		SP:Iteration 19Q (29570.980000 sec): 3 clusters
  Score: Raw -885195.127794 + Penalty 2998.998928 = -882196.128866
  nChanged 197
		SP:Iteration 20F (29571.240000 sec): 3 clusters
  Score: Raw -885286.729114 + Penalty 2998.998928 = -882287.730185
  nChanged 173
		SP:Iteration 21Q (29571.510000 sec): 3 clusters
  Score: Raw -885360.317792 + Penalty 2998.998928 = -882361.318864
  nChanged 168
		SP:Iteration 22Q (29571.730000 sec): 3 clusters
  Score: Raw -885432.417341 + Penalty 2998.998928 = -882433.418413
  nChanged 146
		SP:Iteration 23Q (29571.870000 sec): 3 clusters
  Score: Raw -885494.877833 + Penalty 2998.998928 = -882495.878904
  nChanged 145
		SP:Iteration 24Q (29572.100000 sec): 3 clusters
  Score: Raw -885553.156827 + Penalty 2998.998928 = -882554.157898
  nChanged 128
		SP:Iteration 25Q (29572.320000 sec): 3 clusters
  Score: Raw -885606.744522 + Penalty 2998.998928 = -882607.745594
  nChanged 121
		SP:Iteration 26Q (29572.550000 sec): 3 clusters
  Score: Raw -885659.209626 + Penalty 2998.998928 = -882660.210698
  nChanged 123
		SP:Iteration 27Q (29572.770000 sec): 3 clusters
  Score: Raw -885709.571264 + Penalty 2998.998928 = -882710.572335
  nChanged 96
		SP:Iteration 28Q (29572.990000 sec): 3 clusters
  Score: Raw -885748.319333 + Penalty 2998.998928 = -882749.320404
  nChanged 81
		SP:Iteration 29Q (29573.220000 sec): 3 clusters
  Score: Raw -885781.536576 + Penalty 2998.998928 = -882782.537648
  nChanged 83
		SP:Iteration 30Q (29573.490000 sec): 3 clusters
  Score: Raw -885815.233335 + Penalty 2998.998928 = -882816.234407
  nChanged 67
		SP:Iteration 31Q (29573.670000 sec): 3 clusters
  Score: Raw -885841.782473 + Penalty 2998.998928 = -882842.783545
  nChanged 57
		SP:Iteration 32Q (29573.950000 sec): 3 clusters
  Score: Raw -885858.346290 + Penalty 2998.998928 = -882859.347362
  nChanged 45
		SP:Iteration 33Q (29574.170000 sec): 3 clusters
  Score: Raw -885876.373024 + Penalty 2998.998928 = -882877.374096
  nChanged 53
		SP:Iteration 34Q (29574.400000 sec): 3 clusters
  Score: Raw -885901.055154 + Penalty 2998.998928 = -882902.056226
  nChanged 47
		SP:Iteration 35Q (29574.630000 sec): 3 clusters
  Score: Raw -885919.382487 + Penalty 2998.998928 = -882920.383558
  nChanged 33
		SP:Iteration 36Q (29574.860000 sec): 3 clusters
  Score: Raw -885933.255353 + Penalty 2998.998928 = -882934.256425
  nChanged 41
		SP:Iteration 37Q (29575.130000 sec): 3 clusters
  Score: Raw -885946.179626 + Penalty 2998.998928 = -882947.180698
  nChanged 33
		SP:Iteration 38Q (29575.350000 sec): 3 clusters
  Score: Raw -885957.761047 + Penalty 2998.998928 = -882958.762119
  nChanged 27
		SP:Iteration 39Q (29575.570000 sec): 3 clusters
  Score: Raw -885967.101861 + Penalty 2998.998928 = -882968.102932
  nChanged 28
		SP:Iteration 40F (29575.830000 sec): 3 clusters
  Score: Raw -885975.913024 + Penalty 2998.998928 = -882976.914095
  nChanged 26
		SP:Iteration 41Q (29576.090000 sec): 3 clusters
  Score: Raw -885984.500716 + Penalty 2998.998928 = -882985.501787
  nChanged 23
		SP:Iteration 42Q (29576.280000 sec): 3 clusters
  Score: Raw -885992.678068 + Penalty 2998.998928 = -882993.679139
  nChanged 34
		SP:Iteration 43Q (29576.550000 sec): 3 clusters
  Score: Raw -886009.978748 + Penalty 2998.998928 = -883010.979820
  nChanged 30
		SP:Iteration 44Q (29576.770000 sec): 3 clusters
  Score: Raw -886023.697866 + Penalty 2998.998928 = -883024.698938
  nChanged 22
		SP:Iteration 45Q (29576.990000 sec): 3 clusters
  Score: Raw -886034.489981 + Penalty 2998.998928 = -883035.491053
  nChanged 20
		SP:Iteration 46Q (29577.130000 sec): 3 clusters
  Score: Raw -886042.836058 + Penalty 2998.998928 = -883043.837130
  nChanged 21
		SP:Iteration 47Q (29577.360000 sec): 3 clusters
  Score: Raw -886050.771325 + Penalty 2998.998928 = -883051.772396
  nChanged 20
		SP:Iteration 48Q (29577.590000 sec): 3 clusters
  Score: Raw -886058.222819 + Penalty 2998.998928 = -883059.223891
  nChanged 20
		SP:Iteration 49Q (29577.810000 sec): 3 clusters
  Score: Raw -886067.443408 + Penalty 2998.998928 = -883068.444479
  nChanged 16
		SP:Iteration 50Q (29578.040000 sec): 3 clusters
  Score: Raw -886074.200714 + Penalty 2998.998928 = -883075.201785
  nChanged 16
		SP:Iteration 51Q (29578.260000 sec): 3 clusters
  Score: Raw -886079.406198 + Penalty 2998.998928 = -883080.407269
  nChanged 8
		SP:Iteration 52Q (29578.490000 sec): 3 clusters
  Score: Raw -886082.492664 + Penalty 2998.998928 = -883083.493735
  nChanged 6
		SP:Iteration 53Q (29578.710000 sec): 3 clusters
  Score: Raw -886085.427307 + Penalty 2998.998928 = -883086.428379
  nChanged 8
		SP:Iteration 54Q (29578.930000 sec): 3 clusters
  Score: Raw -886088.598301 + Penalty 2998.998928 = -883089.599373
  nChanged 8
		SP:Iteration 55Q (29579.160000 sec): 3 clusters
  Score: Raw -886091.626354 + Penalty 2998.998928 = -883092.627425
  nChanged 8
		SP:Iteration 56Q (29579.380000 sec): 3 clusters
  Score: Raw -886095.624179 + Penalty 2998.998928 = -883096.625251
  nChanged 11
		SP:Iteration 57Q (29579.610000 sec): 3 clusters
  Score: Raw -886100.331259 + Penalty 2998.998928 = -883101.332331
  nChanged 12
		SP:Iteration 58Q (29579.830000 sec): 3 clusters
  Score: Raw -886102.912446 + Penalty 2998.998928 = -883103.913517
  nChanged 9
		SP:Iteration 59Q (29580.050000 sec): 3 clusters
  Score: Raw -886105.055937 + Penalty 2998.998928 = -883106.057008
  nChanged 5
		SP:Iteration 60F (29580.280000 sec): 3 clusters
  Score: Raw -886106.352458 + Penalty 2998.998928 = -883107.353530
  nChanged 3
		SP:Iteration 61Q (29580.500000 sec): 3 clusters
  Score: Raw -886107.632005 + Penalty 2998.998928 = -883108.633077
  nChanged 1
		SP:Iteration 62Q (29580.730000 sec): 3 clusters
  Score: Raw -886107.810134 + Penalty 2998.998928 = -883108.811206
  nChanged 0
		SP:Iteration 63F (29580.950000 sec): 3 clusters
  Score: Raw -886107.810134 + Penalty 2998.998928 = -883108.811206
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 109 (2598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29581.120000 sec): 2 clusters
  Score: Raw -204914.466125 + Penalty 1277.655795 = -203636.810331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29581.340000 sec): 3 clusters
  Score: Raw -203702.625362 + Penalty 2555.311589 = -201147.313773
  nChanged 982
		SP:Iteration 1F (29581.470000 sec): 3 clusters
  Score: Raw -204330.715426 + Penalty 2555.311589 = -201775.403837
  nChanged 237
		SP:Iteration 2F (29581.650000 sec): 3 clusters
  Score: Raw -204530.831240 + Penalty 2555.311589 = -201975.519651
  nChanged 168
		SP:Iteration 3F (29581.820000 sec): 3 clusters
  Score: Raw -204660.801428 + Penalty 2555.311589 = -202105.489839
  nChanged 151
		SP:Iteration 4F (29582.000000 sec): 3 clusters
  Score: Raw -204776.579477 + Penalty 2555.311589 = -202221.267888
  nChanged 121
		SP:Iteration 5Q (29582.170000 sec): 3 clusters
  Score: Raw -204860.863280 + Penalty 2555.311589 = -202305.551691
  nChanged 88
		SP:Iteration 6Q (29582.350000 sec): 3 clusters
  Score: Raw -204909.636549 + Penalty 2555.311589 = -202354.324960
  nChanged 56
		SP:Iteration 7Q (29582.520000 sec): 3 clusters
  Score: Raw -204941.829174 + Penalty 2555.311589 = -202386.517585
  nChanged 67
		SP:Iteration 8Q (29582.700000 sec): 3 clusters
  Score: Raw -204978.538476 + Penalty 2555.311589 = -202423.226887
  nChanged 51
		SP:Iteration 9Q (29582.870000 sec): 3 clusters
  Score: Raw -205010.318269 + Penalty 2555.311589 = -202455.006679
  nChanged 54
		SP:Iteration 10Q (29583.050000 sec): 3 clusters
  Score: Raw -205048.448707 + Penalty 2555.311589 = -202493.137117
  nChanged 50
		SP:Iteration 11Q (29583.230000 sec): 3 clusters
  Score: Raw -205080.873408 + Penalty 2555.311589 = -202525.561819
  nChanged 37
		SP:Iteration 12Q (29583.400000 sec): 3 clusters
  Score: Raw -205109.952864 + Penalty 2555.311589 = -202554.641275
  nChanged 46
		SP:Iteration 13Q (29583.580000 sec): 3 clusters
  Score: Raw -205148.492666 + Penalty 2555.311589 = -202593.181077
  nChanged 47
		SP:Iteration 14Q (29583.750000 sec): 3 clusters
  Score: Raw -205196.943219 + Penalty 2555.311589 = -202641.631630
  nChanged 54
		SP:Iteration 15Q (29583.930000 sec): 3 clusters
  Score: Raw -205245.948912 + Penalty 2555.311589 = -202690.637323
  nChanged 44
		SP:Iteration 16Q (29584.090000 sec): 3 clusters
  Score: Raw -205279.432781 + Penalty 2555.311589 = -202724.121192
  nChanged 43
		SP:Iteration 17Q (29584.290000 sec): 3 clusters
  Score: Raw -205321.696479 + Penalty 2555.311589 = -202766.384890
  nChanged 46
		SP:Iteration 18Q (29584.430000 sec): 3 clusters
  Score: Raw -205350.768524 + Penalty 2555.311589 = -202795.456935
  nChanged 32
		SP:Iteration 19Q (29584.580000 sec): 3 clusters
  Score: Raw -205372.922851 + Penalty 2555.311589 = -202817.611262
  nChanged 40
		SP:Iteration 20F (29584.730000 sec): 3 clusters
  Score: Raw -205403.689491 + Penalty 2555.311589 = -202848.377902
  nChanged 46
		SP:Iteration 21Q (29584.870000 sec): 3 clusters
  Score: Raw -205434.947376 + Penalty 2555.311589 = -202879.635786
  nChanged 36
		SP:Iteration 22Q (29585.020000 sec): 3 clusters
  Score: Raw -205463.686404 + Penalty 2555.311589 = -202908.374815
  nChanged 31
		SP:Iteration 23Q (29585.170000 sec): 3 clusters
  Score: Raw -205483.289384 + Penalty 2555.311589 = -202927.977795
  nChanged 23
		SP:Iteration 24Q (29585.270000 sec): 3 clusters
  Score: Raw -205498.077667 + Penalty 2555.311589 = -202942.766078
  nChanged 26
		SP:Iteration 25Q (29585.430000 sec): 3 clusters
  Score: Raw -205514.733375 + Penalty 2555.311589 = -202959.421786
  nChanged 26
		SP:Iteration 26Q (29585.590000 sec): 3 clusters
  Score: Raw -205526.729002 + Penalty 2555.311589 = -202971.417413
  nChanged 11
		SP:Iteration 27Q (29585.770000 sec): 3 clusters
  Score: Raw -205530.684872 + Penalty 2555.311589 = -202975.373283
  nChanged 7
		SP:Iteration 28Q (29585.910000 sec): 3 clusters
  Score: Raw -205534.626776 + Penalty 2555.311589 = -202979.315187
  nChanged 9
		SP:Iteration 29Q (29586.070000 sec): 3 clusters
  Score: Raw -205538.438986 + Penalty 2555.311589 = -202983.127397
  nChanged 9
		SP:Iteration 30Q (29586.230000 sec): 3 clusters
  Score: Raw -205543.234094 + Penalty 2555.311589 = -202987.922505
  nChanged 7
		SP:Iteration 31Q (29586.390000 sec): 3 clusters
  Score: Raw -205546.774646 + Penalty 2555.311589 = -202991.463057
  nChanged 8
		SP:Iteration 32Q (29586.550000 sec): 3 clusters
  Score: Raw -205552.749799 + Penalty 2555.311589 = -202997.438210
  nChanged 6
		SP:Iteration 33Q (29586.710000 sec): 3 clusters
  Score: Raw -205556.543121 + Penalty 2555.311589 = -203001.231532
  nChanged 6
		SP:Iteration 34Q (29586.870000 sec): 3 clusters
  Score: Raw -205560.111822 + Penalty 2555.311589 = -203004.800233
  nChanged 10
		SP:Iteration 35Q (29587.030000 sec): 3 clusters
  Score: Raw -205566.508588 + Penalty 2555.311589 = -203011.196999
  nChanged 17
		SP:Iteration 36Q (29587.190000 sec): 3 clusters
  Score: Raw -205574.535390 + Penalty 2555.311589 = -203019.223801
  nChanged 19
		SP:Iteration 37Q (29587.350000 sec): 3 clusters
  Score: Raw -205584.236699 + Penalty 2555.311589 = -203028.925110
  nChanged 16
		SP:Iteration 38Q (29587.510000 sec): 3 clusters
  Score: Raw -205590.765269 + Penalty 2555.311589 = -203035.453680
  nChanged 16
		SP:Iteration 39Q (29587.670000 sec): 3 clusters
  Score: Raw -205598.669457 + Penalty 2555.311589 = -203043.357868
  nChanged 15
		SP:Iteration 40F (29587.830000 sec): 3 clusters
  Score: Raw -205606.252640 + Penalty 2555.311589 = -203050.941051
  nChanged 7
		SP:Iteration 41Q (29587.990000 sec): 3 clusters
  Score: Raw -205611.528792 + Penalty 2555.311589 = -203056.217202
  nChanged 11
		SP:Iteration 42Q (29588.150000 sec): 3 clusters
  Score: Raw -205618.914375 + Penalty 2555.311589 = -203063.602786
  nChanged 9
		SP:Iteration 43Q (29588.310000 sec): 3 clusters
  Score: Raw -205624.954205 + Penalty 2555.311589 = -203069.642615
  nChanged 5
		SP:Iteration 44Q (29588.470000 sec): 3 clusters
  Score: Raw -205627.743791 + Penalty 2555.311589 = -203072.432202
  nChanged 5
		SP:Iteration 45Q (29588.630000 sec): 3 clusters
  Score: Raw -205629.871867 + Penalty 2555.311589 = -203074.560278
  nChanged 5
		SP:Iteration 46Q (29588.790000 sec): 3 clusters
  Score: Raw -205631.691125 + Penalty 2555.311589 = -203076.379535
  nChanged 3
		SP:Iteration 47Q (29588.950000 sec): 3 clusters
  Score: Raw -205632.529432 + Penalty 2555.311589 = -203077.217843
  nChanged 2
		SP:Iteration 48Q (29589.110000 sec): 3 clusters
  Score: Raw -205633.006198 + Penalty 2555.311589 = -203077.694609
  nChanged 2
		SP:Iteration 49Q (29589.270000 sec): 3 clusters
  Score: Raw -205633.890369 + Penalty 2555.311589 = -203078.578780
  nChanged 2
		SP:Iteration 50Q (29589.430000 sec): 3 clusters
  Score: Raw -205634.967365 + Penalty 2555.311589 = -203079.655776
  nChanged 3
		SP:Iteration 51Q (29589.590000 sec): 3 clusters
  Score: Raw -205637.130516 + Penalty 2555.311589 = -203081.818927
  nChanged 4
		SP:Iteration 52Q (29589.750000 sec): 3 clusters
  Score: Raw -205637.943455 + Penalty 2555.311589 = -203082.631866
  nChanged 0
		SP:Iteration 53F (29589.910000 sec): 3 clusters
  Score: Raw -205637.943455 + Penalty 2555.311589 = -203082.631866
  nChanged 0
Iteration 219Q (29743.410000 sec): 112 clusters
  Score: Raw -47040705.423047 + Penalty 239366.094331 = -46801339.328716
  nChanged 907
Iteration 220F (29956.680000 sec): 112 clusters
  Score: Raw -47041526.689946 + Penalty 239366.094331 = -46802160.595615
  nChanged 1089
Iteration 221Q (30149.420000 sec): 112 clusters
  Score: Raw -47042048.999323 + Penalty 239366.094331 = -46802682.904992
  nChanged 931
Iteration 222Q (30342.890000 sec): 112 clusters
  Score: Raw -47042404.017910 + Penalty 239366.094331 = -46803037.923579
  nChanged 816
Iteration 223Q (30542.270000 sec): 112 clusters
  Score: Raw -47042635.319335 + Penalty 239366.094331 = -46803269.225004
  nChanged 682
Iteration 224Q (30731.580000 sec): 112 clusters
  Score: Raw -47042781.198508 + Penalty 239366.094331 = -46803415.104177
  nChanged 595
Iteration 225Q (30922.540000 sec): 112 clusters
  Score: Raw -47042902.958298 + Penalty 239366.094331 = -46803536.863967
  nChanged 514
Iteration 226Q (31126.100000 sec): 112 clusters
  Score: Raw -47043003.404792 + Penalty 239366.094331 = -46803637.310461
  nChanged 454
Iteration 227Q (31329.900000 sec): 112 clusters
  Score: Raw -47043081.099117 + Penalty 239366.094331 = -46803715.004786
  nChanged 430
Iteration 228Q (31532.100000 sec): 112 clusters
  Score: Raw -47043152.246010 + Penalty 239366.094331 = -46803786.151680
  nChanged 360
Iteration 229Q (31725.070000 sec): 112 clusters
  Score: Raw -47043215.846356 + Penalty 239366.094331 = -46803849.752025
  nChanged 333
Iteration 230Q (31926.380000 sec): 112 clusters
  Score: Raw -47043275.756620 + Penalty 239366.094331 = -46803909.662289
  nChanged 315
Iteration 231Q (32129.010000 sec): 112 clusters
  Score: Raw -47043330.930818 + Penalty 239366.094331 = -46803964.836487
  nChanged 307
Iteration 232Q (32322.990000 sec): 112 clusters
  Score: Raw -47043383.847448 + Penalty 239366.094331 = -46804017.753118
  nChanged 284
Iteration 233Q (32509.130000 sec): 112 clusters
  Score: Raw -47043430.435554 + Penalty 239366.094331 = -46804064.341223
  nChanged 271
Iteration 234Q (32698.200000 sec): 112 clusters
  Score: Raw -47043473.041398 + Penalty 239366.094331 = -46804106.947067
  nChanged 236
Iteration 235Q (32899.650000 sec): 112 clusters
  Score: Raw -47043507.607634 + Penalty 239366.094331 = -46804141.513303
  nChanged 226
Iteration 236Q (33098.150000 sec): 112 clusters
  Score: Raw -47043537.886576 + Penalty 239366.094331 = -46804171.792245
  nChanged 179
Iteration 237Q (33294.370000 sec): 112 clusters
  Score: Raw -47043561.180825 + Penalty 239366.094331 = -46804195.086494
  nChanged 174
Iteration 238Q (33492.520000 sec): 112 clusters
  Score: Raw -47043588.302578 + Penalty 239366.094331 = -46804222.208247
  nChanged 178
Iteration 239Q (33689.870000 sec): 112 clusters
  Score: Raw -47043611.201899 + Penalty 239366.094331 = -46804245.107568
  nChanged 136
Iteration 240F (33909.060000 sec): 112 clusters
  Score: Raw -47043631.790304 + Penalty 239366.094331 = -46804265.695973
  nChanged 119
Iteration 241Q (34101.850000 sec): 112 clusters
  Score: Raw -47043651.632960 + Penalty 239366.094331 = -46804285.538629
  nChanged 125
Iteration 242Q (34292.080000 sec): 112 clusters
  Score: Raw -47043669.657786 + Penalty 239366.094331 = -46804303.563455
  nChanged 122
Iteration 243Q (34487.850000 sec): 112 clusters
  Score: Raw -47043687.146828 + Penalty 239366.094331 = -46804321.052497
  nChanged 134
Iteration 244Q (34691.600000 sec): 112 clusters
  Score: Raw -47043704.315679 + Penalty 239366.094331 = -46804338.221348
  nChanged 122
Iteration 245Q (34881.940000 sec): 112 clusters
  Score: Raw -47043720.651593 + Penalty 239366.094331 = -46804354.557262
  nChanged 111
Iteration 246Q (35069.940000 sec): 112 clusters
  Score: Raw -47043733.670156 + Penalty 239366.094331 = -46804367.575826
  nChanged 102
Iteration 247Q (35258.950000 sec): 112 clusters
  Score: Raw -47043746.767394 + Penalty 239366.094331 = -46804380.673063
  nChanged 100
Iteration 248Q (35462.820000 sec): 112 clusters
  Score: Raw -47043759.433293 + Penalty 239366.094331 = -46804393.338962
  nChanged 88
Iteration 249Q (35666.450000 sec): 112 clusters
  Score: Raw -47043769.083827 + Penalty 239366.094331 = -46804402.989496
  nChanged 77
Iteration 250Q (35863.810000 sec): 112 clusters
  Score: Raw -47043778.445608 + Penalty 239366.094331 = -46804412.351277
  nChanged 71
Iteration 251Q (36066.580000 sec): 112 clusters
  Score: Raw -47043786.720336 + Penalty 239366.094331 = -46804420.626005
  nChanged 73
Iteration 252Q (36268.900000 sec): 112 clusters
  Score: Raw -47043793.980728 + Penalty 239366.094331 = -46804427.886397
  nChanged 54
Iteration 253Q (36462.950000 sec): 112 clusters
  Score: Raw -47043800.617060 + Penalty 239366.094331 = -46804434.522729
  nChanged 55
Iteration 254Q (36664.830000 sec): 112 clusters
  Score: Raw -47043806.910786 + Penalty 239366.094331 = -46804440.816455
  nChanged 49
Iteration 255Q (36857.900000 sec): 112 clusters
  Score: Raw -47043812.728231 + Penalty 239366.094331 = -46804446.633900
  nChanged 47
Iteration 256Q (37055.190000 sec): 112 clusters
  Score: Raw -47043818.384513 + Penalty 239366.094331 = -46804452.290182
  nChanged 50
Iteration 257Q (37247.090000 sec): 112 clusters
  Score: Raw -47043824.564511 + Penalty 239366.094331 = -46804458.470180
  nChanged 56
Iteration 258Q (37440.210000 sec): 112 clusters
  Score: Raw -47043830.853560 + Penalty 239366.094331 = -46804464.759230
  nChanged 58
Writing temp clu file 
Because OldScore, -46804458.470180, is greater than current (better) Score,-46804464.759230 
 Compute initial score before splitting:   Score: Raw -47043830.853560 + Penalty 239366.094331 = -46804464.759230
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (3581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37440.330000 sec): 2 clusters
  Score: Raw -302302.134367 + Penalty 1329.802073 = -300972.332294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37440.490000 sec): 3 clusters
  Score: Raw -300577.083203 + Penalty 2659.604145 = -297917.479057
  nChanged 1379
		SP:Iteration 1F (37440.650000 sec): 3 clusters
  Score: Raw -301533.938964 + Penalty 2659.604145 = -298874.334819
  nChanged 352
		SP:Iteration 2F (37440.720000 sec): 3 clusters
  Score: Raw -301831.358842 + Penalty 2659.604145 = -299171.754696
  nChanged 256
		SP:Iteration 3F (37440.800000 sec): 3 clusters
  Score: Raw -302027.836802 + Penalty 2659.604145 = -299368.232656
  nChanged 185
		SP:Iteration 4F (37440.870000 sec): 3 clusters
  Score: Raw -302156.192601 + Penalty 2659.604145 = -299496.588456
  nChanged 149
		SP:Iteration 5Q (37440.950000 sec): 3 clusters
  Score: Raw -302253.942531 + Penalty 2659.604145 = -299594.338385
  nChanged 126
		SP:Iteration 6Q (37441.020000 sec): 3 clusters
  Score: Raw -302340.202524 + Penalty 2659.604145 = -299680.598378
  nChanged 96
		SP:Iteration 7Q (37441.100000 sec): 3 clusters
  Score: Raw -302411.557552 + Penalty 2659.604145 = -299751.953407
  nChanged 89
		SP:Iteration 8Q (37441.180000 sec): 3 clusters
  Score: Raw -302473.728024 + Penalty 2659.604145 = -299814.123878
  nChanged 77
		SP:Iteration 9Q (37441.250000 sec): 3 clusters
  Score: Raw -302523.669078 + Penalty 2659.604145 = -299864.064933
  nChanged 70
		SP:Iteration 10Q (37441.320000 sec): 3 clusters
  Score: Raw -302571.018337 + Penalty 2659.604145 = -299911.414192
  nChanged 62
		SP:Iteration 11Q (37441.400000 sec): 3 clusters
  Score: Raw -302610.765952 + Penalty 2659.604145 = -299951.161806
  nChanged 49
		SP:Iteration 12Q (37441.480000 sec): 3 clusters
  Score: Raw -302637.226507 + Penalty 2659.604145 = -299977.622362
  nChanged 38
		SP:Iteration 13Q (37441.550000 sec): 3 clusters
  Score: Raw -302654.871797 + Penalty 2659.604145 = -299995.267652
  nChanged 31
		SP:Iteration 14Q (37441.630000 sec): 3 clusters
  Score: Raw -302667.645337 + Penalty 2659.604145 = -300008.041192
  nChanged 24
		SP:Iteration 15Q (37441.700000 sec): 3 clusters
  Score: Raw -302681.559868 + Penalty 2659.604145 = -300021.955722
  nChanged 24
		SP:Iteration 16Q (37441.780000 sec): 3 clusters
  Score: Raw -302694.592015 + Penalty 2659.604145 = -300034.987869
  nChanged 19
		SP:Iteration 17Q (37441.850000 sec): 3 clusters
  Score: Raw -302705.302271 + Penalty 2659.604145 = -300045.698126
  nChanged 20
		SP:Iteration 18Q (37441.930000 sec): 3 clusters
  Score: Raw -302716.465860 + Penalty 2659.604145 = -300056.861715
  nChanged 14
		SP:Iteration 19Q (37442.000000 sec): 3 clusters
  Score: Raw -302724.825043 + Penalty 2659.604145 = -300065.220898
  nChanged 13
		SP:Iteration 20F (37442.080000 sec): 3 clusters
  Score: Raw -302730.503176 + Penalty 2659.604145 = -300070.899031
  nChanged 10
		SP:Iteration 21Q (37442.160000 sec): 3 clusters
  Score: Raw -302734.615028 + Penalty 2659.604145 = -300075.010883
  nChanged 7
		SP:Iteration 22Q (37442.230000 sec): 3 clusters
  Score: Raw -302736.757226 + Penalty 2659.604145 = -300077.153080
  nChanged 1
		SP:Iteration 23Q (37442.300000 sec): 3 clusters
  Score: Raw -302737.272897 + Penalty 2659.604145 = -300077.668752
  nChanged 0
		SP:Iteration 24F (37442.380000 sec): 3 clusters
  Score: Raw -302737.272897 + Penalty 2659.604145 = -300077.668752
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37442.420000 sec): 2 clusters
  Score: Raw -37074.726737 + Penalty 1017.802218 = -36056.924519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37442.440000 sec): 3 clusters
  Score: Raw -37007.182652 + Penalty 2035.604435 = -34971.578217
  nChanged 134
		SP:Iteration 1F (37442.460000 sec): 3 clusters
  Score: Raw -37219.121709 + Penalty 2035.604435 = -35183.517274
  nChanged 37
		SP:Iteration 2F (37442.470000 sec): 3 clusters
  Score: Raw -37297.394934 + Penalty 2035.604435 = -35261.790498
  nChanged 18
		SP:Iteration 3Q (37442.480000 sec): 3 clusters
  Score: Raw -37353.142257 + Penalty 2035.604435 = -35317.537822
  nChanged 12
		SP:Iteration 4Q (37442.500000 sec): 3 clusters
  Score: Raw -37403.647699 + Penalty 2035.604435 = -35368.043264
  nChanged 16
		SP:Iteration 5Q (37442.520000 sec): 3 clusters
  Score: Raw -37437.802387 + Penalty 2035.604435 = -35402.197951
  nChanged 12
		SP:Iteration 6Q (37442.530000 sec): 3 clusters
  Score: Raw -37461.754271 + Penalty 2035.604435 = -35426.149836
  nChanged 9
		SP:Iteration 7Q (37442.550000 sec): 3 clusters
  Score: Raw -37477.614906 + Penalty 2035.604435 = -35442.010471
  nChanged 4
		SP:Iteration 8Q (37442.560000 sec): 3 clusters
  Score: Raw -37489.761305 + Penalty 2035.604435 = -35454.156870
  nChanged 5
		SP:Iteration 9Q (37442.580000 sec): 3 clusters
  Score: Raw -37496.940854 + Penalty 2035.604435 = -35461.336419
  nChanged 3
		SP:Iteration 10Q (37442.590000 sec): 3 clusters
  Score: Raw -37506.590263 + Penalty 2035.604435 = -35470.985828
  nChanged 2
		SP:Iteration 11Q (37442.610000 sec): 3 clusters
  Score: Raw -37510.157490 + Penalty 2035.604435 = -35474.553055
  nChanged 1
		SP:Iteration 12Q (37442.620000 sec): 3 clusters
  Score: Raw -37511.588178 + Penalty 2035.604435 = -35475.983743
  nChanged 0
		SP:Iteration 13F (37442.640000 sec): 3 clusters
  Score: Raw -37511.588178 + Penalty 2035.604435 = -35475.983743
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (5045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37442.760000 sec): 2 clusters
  Score: Raw -375255.098373 + Penalty 1385.499852 = -373869.598521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37442.930000 sec): 3 clusters
  Score: Raw -372631.406684 + Penalty 2770.999703 = -369860.406981
  nChanged 2033
		SP:Iteration 1F (37443.110000 sec): 3 clusters
  Score: Raw -374042.363454 + Penalty 2770.999703 = -371271.363751
  nChanged 535
		SP:Iteration 2F (37443.280000 sec): 3 clusters
  Score: Raw -374499.681532 + Penalty 2770.999703 = -371728.681829
  nChanged 373
		SP:Iteration 3F (37443.390000 sec): 3 clusters
  Score: Raw -374795.530233 + Penalty 2770.999703 = -372024.530530
  nChanged 294
		SP:Iteration 4F (37443.480000 sec): 3 clusters
  Score: Raw -374991.659021 + Penalty 2770.999703 = -372220.659318
  nChanged 215
		SP:Iteration 5Q (37443.580000 sec): 3 clusters
  Score: Raw -375107.208036 + Penalty 2770.999703 = -372336.208333
  nChanged 152
		SP:Iteration 6Q (37443.670000 sec): 3 clusters
  Score: Raw -375181.571513 + Penalty 2770.999703 = -372410.571810
  nChanged 117
		SP:Iteration 7Q (37443.760000 sec): 3 clusters
  Score: Raw -375240.348937 + Penalty 2770.999703 = -372469.349234
  nChanged 97
		SP:Iteration 8Q (37443.860000 sec): 3 clusters
  Score: Raw -375282.398438 + Penalty 2770.999703 = -372511.398735
  nChanged 72
		SP:Iteration 9Q (37443.950000 sec): 3 clusters
  Score: Raw -375317.347266 + Penalty 2770.999703 = -372546.347562
  nChanged 66
		SP:Iteration 10Q (37444.040000 sec): 3 clusters
  Score: Raw -375340.482619 + Penalty 2770.999703 = -372569.482916
  nChanged 47
		SP:Iteration 11Q (37444.130000 sec): 3 clusters
  Score: Raw -375360.007767 + Penalty 2770.999703 = -372589.008064
  nChanged 53
		SP:Iteration 12Q (37444.220000 sec): 3 clusters
  Score: Raw -375382.219519 + Penalty 2770.999703 = -372611.219816
  nChanged 48
		SP:Iteration 13Q (37444.320000 sec): 3 clusters
  Score: Raw -375400.484055 + Penalty 2770.999703 = -372629.484351
  nChanged 51
		SP:Iteration 14Q (37444.410000 sec): 3 clusters
  Score: Raw -375423.243499 + Penalty 2770.999703 = -372652.243796
  nChanged 46
		SP:Iteration 15Q (37444.530000 sec): 3 clusters
  Score: Raw -375445.507917 + Penalty 2770.999703 = -372674.508214
  nChanged 43
		SP:Iteration 16Q (37444.700000 sec): 3 clusters
  Score: Raw -375461.238584 + Penalty 2770.999703 = -372690.238881
  nChanged 38
		SP:Iteration 17Q (37444.880000 sec): 3 clusters
  Score: Raw -375479.781431 + Penalty 2770.999703 = -372708.781728
  nChanged 49
		SP:Iteration 18Q (37445.050000 sec): 3 clusters
  Score: Raw -375502.954730 + Penalty 2770.999703 = -372731.955027
  nChanged 60
		SP:Iteration 19Q (37445.160000 sec): 3 clusters
  Score: Raw -375525.796945 + Penalty 2770.999703 = -372754.797241
  nChanged 46
		SP:Iteration 20F (37445.250000 sec): 3 clusters
  Score: Raw -375546.687977 + Penalty 2770.999703 = -372775.688273
  nChanged 53
		SP:Iteration 21Q (37445.340000 sec): 3 clusters
  Score: Raw -375563.690017 + Penalty 2770.999703 = -372792.690313
  nChanged 41
		SP:Iteration 22Q (37445.440000 sec): 3 clusters
  Score: Raw -375579.405624 + Penalty 2770.999703 = -372808.405921
  nChanged 35
		SP:Iteration 23Q (37445.530000 sec): 3 clusters
  Score: Raw -375591.481073 + Penalty 2770.999703 = -372820.481369
  nChanged 29
		SP:Iteration 24Q (37445.620000 sec): 3 clusters
  Score: Raw -375600.179710 + Penalty 2770.999703 = -372829.180007
  nChanged 22
		SP:Iteration 25Q (37445.710000 sec): 3 clusters
  Score: Raw -375606.550495 + Penalty 2770.999703 = -372835.550792
  nChanged 27
		SP:Iteration 26Q (37445.800000 sec): 3 clusters
  Score: Raw -375616.102642 + Penalty 2770.999703 = -372845.102939
  nChanged 24
		SP:Iteration 27Q (37445.900000 sec): 3 clusters
  Score: Raw -375628.766128 + Penalty 2770.999703 = -372857.766425
  nChanged 27
		SP:Iteration 28Q (37445.990000 sec): 3 clusters
  Score: Raw -375640.743550 + Penalty 2770.999703 = -372869.743847
  nChanged 26
		SP:Iteration 29Q (37446.090000 sec): 3 clusters
  Score: Raw -375649.409394 + Penalty 2770.999703 = -372878.409691
  nChanged 19
		SP:Iteration 30Q (37446.180000 sec): 3 clusters
  Score: Raw -375655.801588 + Penalty 2770.999703 = -372884.801884
  nChanged 19
		SP:Iteration 31Q (37446.270000 sec): 3 clusters
  Score: Raw -375662.270047 + Penalty 2770.999703 = -372891.270344
  nChanged 22
		SP:Iteration 32Q (37446.360000 sec): 3 clusters
  Score: Raw -375669.395417 + Penalty 2770.999703 = -372898.395714
  nChanged 22
		SP:Iteration 33Q (37446.450000 sec): 3 clusters
  Score: Raw -375674.778911 + Penalty 2770.999703 = -372903.779208
  nChanged 10
		SP:Iteration 34Q (37446.550000 sec): 3 clusters
  Score: Raw -375676.940709 + Penalty 2770.999703 = -372905.941006
  nChanged 6
		SP:Iteration 35Q (37446.640000 sec): 3 clusters
  Score: Raw -375678.309263 + Penalty 2770.999703 = -372907.309560
  nChanged 6
		SP:Iteration 36Q (37446.730000 sec): 3 clusters
  Score: Raw -375679.294039 + Penalty 2770.999703 = -372908.294336
  nChanged 3
		SP:Iteration 37Q (37446.820000 sec): 3 clusters
  Score: Raw -375679.956035 + Penalty 2770.999703 = -372908.956332
  nChanged 1
		SP:Iteration 38Q (37446.910000 sec): 3 clusters
  Score: Raw -375680.052526 + Penalty 2770.999703 = -372909.052823
  nChanged 0
		SP:Iteration 39F (37447.000000 sec): 3 clusters
  Score: Raw -375680.052526 + Penalty 2770.999703 = -372909.052823
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (2140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37447.130000 sec): 2 clusters
  Score: Raw -198993.534500 + Penalty 1246.141180 = -197747.393320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37447.290000 sec): 3 clusters
  Score: Raw -198077.972777 + Penalty 2492.282360 = -195585.690417
  nChanged 793
		SP:Iteration 1F (37447.460000 sec): 3 clusters
  Score: Raw -198600.170047 + Penalty 2492.282360 = -196107.887687
  nChanged 185
		SP:Iteration 2F (37447.620000 sec): 3 clusters
  Score: Raw -198729.032012 + Penalty 2492.282360 = -196236.749651
  nChanged 97
		SP:Iteration 3Q (37447.780000 sec): 3 clusters
  Score: Raw -198806.630026 + Penalty 2492.282360 = -196314.347666
  nChanged 70
		SP:Iteration 4Q (37447.940000 sec): 3 clusters
  Score: Raw -198875.641691 + Penalty 2492.282360 = -196383.359331
  nChanged 69
		SP:Iteration 5Q (37448.100000 sec): 3 clusters
  Score: Raw -198938.694837 + Penalty 2492.282360 = -196446.412477
  nChanged 75
		SP:Iteration 6Q (37448.270000 sec): 3 clusters
  Score: Raw -199001.412351 + Penalty 2492.282360 = -196509.129991
  nChanged 69
		SP:Iteration 7Q (37448.430000 sec): 3 clusters
  Score: Raw -199055.464463 + Penalty 2492.282360 = -196563.182103
  nChanged 69
		SP:Iteration 8Q (37448.590000 sec): 3 clusters
  Score: Raw -199104.687736 + Penalty 2492.282360 = -196612.405376
  nChanged 61
		SP:Iteration 9Q (37448.750000 sec): 3 clusters
  Score: Raw -199150.413416 + Penalty 2492.282360 = -196658.131056
  nChanged 40
		SP:Iteration 10Q (37448.940000 sec): 3 clusters
  Score: Raw -199183.825825 + Penalty 2492.282360 = -196691.543465
  nChanged 47
		SP:Iteration 11Q (37449.110000 sec): 3 clusters
  Score: Raw -199218.113953 + Penalty 2492.282360 = -196725.831593
  nChanged 34
		SP:Iteration 12Q (37449.290000 sec): 3 clusters
  Score: Raw -199241.028757 + Penalty 2492.282360 = -196748.746397
  nChanged 39
		SP:Iteration 13Q (37449.470000 sec): 3 clusters
  Score: Raw -199268.301852 + Penalty 2492.282360 = -196776.019492
  nChanged 34
		SP:Iteration 14Q (37449.600000 sec): 3 clusters
  Score: Raw -199292.405806 + Penalty 2492.282360 = -196800.123446
  nChanged 29
		SP:Iteration 15Q (37449.770000 sec): 3 clusters
  Score: Raw -199311.024824 + Penalty 2492.282360 = -196818.742464
  nChanged 29
		SP:Iteration 16Q (37449.950000 sec): 3 clusters
  Score: Raw -199331.487071 + Penalty 2492.282360 = -196839.204710
  nChanged 18
		SP:Iteration 17Q (37450.130000 sec): 3 clusters
  Score: Raw -199339.384231 + Penalty 2492.282360 = -196847.101871
  nChanged 7
		SP:Iteration 18Q (37450.300000 sec): 3 clusters
  Score: Raw -199342.905696 + Penalty 2492.282360 = -196850.623336
  nChanged 10
		SP:Iteration 19Q (37450.480000 sec): 3 clusters
  Score: Raw -199349.409491 + Penalty 2492.282360 = -196857.127131
  nChanged 9
		SP:Iteration 20F (37450.650000 sec): 3 clusters
  Score: Raw -199354.670226 + Penalty 2492.282360 = -196862.387866
  nChanged 4
		SP:Iteration 21Q (37450.830000 sec): 3 clusters
  Score: Raw -199357.547544 + Penalty 2492.282360 = -196865.265184
  nChanged 5
		SP:Iteration 22Q (37451.010000 sec): 3 clusters
  Score: Raw -199359.069638 + Penalty 2492.282360 = -196866.787278
  nChanged 3
		SP:Iteration 23Q (37451.180000 sec): 3 clusters
  Score: Raw -199360.248600 + Penalty 2492.282360 = -196867.966239
  nChanged 2
		SP:Iteration 24Q (37451.360000 sec): 3 clusters
  Score: Raw -199361.108625 + Penalty 2492.282360 = -196868.826265
  nChanged 3
		SP:Iteration 25Q (37451.530000 sec): 3 clusters
  Score: Raw -199362.092882 + Penalty 2492.282360 = -196869.810522
  nChanged 1
		SP:Iteration 26Q (37451.710000 sec): 3 clusters
  Score: Raw -199362.272193 + Penalty 2492.282360 = -196869.989833
  nChanged 0
		SP:Iteration 27F (37451.880000 sec): 3 clusters
  Score: Raw -199362.272193 + Penalty 2492.282360 = -196869.989833
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (7449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37452.020000 sec): 2 clusters
  Score: Raw -626905.334032 + Penalty 1448.823200 = -625456.510832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37452.220000 sec): 3 clusters
  Score: Raw -622850.638081 + Penalty 2897.646399 = -619952.991682
  nChanged 3128
		SP:Iteration 1F (37452.340000 sec): 3 clusters
  Score: Raw -625041.224094 + Penalty 2897.646399 = -622143.577695
  nChanged 717
		SP:Iteration 2F (37452.460000 sec): 3 clusters
  Score: Raw -625718.281555 + Penalty 2897.646399 = -622820.635155
  nChanged 625
		SP:Iteration 3F (37452.660000 sec): 3 clusters
  Score: Raw -626292.166998 + Penalty 2897.646399 = -623394.520599
  nChanged 523
		SP:Iteration 4F (37452.860000 sec): 3 clusters
  Score: Raw -626696.651997 + Penalty 2897.646399 = -623799.005598
  nChanged 391
		SP:Iteration 5F (37453.060000 sec): 3 clusters
  Score: Raw -626944.039621 + Penalty 2897.646399 = -624046.393222
  nChanged 318
		SP:Iteration 6Q (37453.260000 sec): 3 clusters
  Score: Raw -627114.469932 + Penalty 2897.646399 = -624216.823532
  nChanged 236
		SP:Iteration 7Q (37453.460000 sec): 3 clusters
  Score: Raw -627229.118875 + Penalty 2897.646399 = -624331.472476
  nChanged 201
		SP:Iteration 8Q (37453.650000 sec): 3 clusters
  Score: Raw -627323.492936 + Penalty 2897.646399 = -624425.846537
  nChanged 150
		SP:Iteration 9Q (37453.850000 sec): 3 clusters
  Score: Raw -627377.826818 + Penalty 2897.646399 = -624480.180419
  nChanged 102
		SP:Iteration 10Q (37454.050000 sec): 3 clusters
  Score: Raw -627416.925056 + Penalty 2897.646399 = -624519.278656
  nChanged 86
		SP:Iteration 11Q (37454.250000 sec): 3 clusters
  Score: Raw -627453.132891 + Penalty 2897.646399 = -624555.486492
  nChanged 84
		SP:Iteration 12Q (37454.450000 sec): 3 clusters
  Score: Raw -627481.278344 + Penalty 2897.646399 = -624583.631945
  nChanged 77
		SP:Iteration 13Q (37454.650000 sec): 3 clusters
  Score: Raw -627504.883866 + Penalty 2897.646399 = -624607.237467
  nChanged 72
		SP:Iteration 14Q (37454.840000 sec): 3 clusters
  Score: Raw -627524.295863 + Penalty 2897.646399 = -624626.649464
  nChanged 58
		SP:Iteration 15Q (37454.960000 sec): 3 clusters
  Score: Raw -627536.884584 + Penalty 2897.646399 = -624639.238185
  nChanged 45
		SP:Iteration 16Q (37455.170000 sec): 3 clusters
  Score: Raw -627545.568804 + Penalty 2897.646399 = -624647.922405
  nChanged 26
		SP:Iteration 17Q (37455.370000 sec): 3 clusters
  Score: Raw -627549.373939 + Penalty 2897.646399 = -624651.727540
  nChanged 23
		SP:Iteration 18Q (37455.570000 sec): 3 clusters
  Score: Raw -627554.060486 + Penalty 2897.646399 = -624656.414087
  nChanged 26
		SP:Iteration 19Q (37455.770000 sec): 3 clusters
  Score: Raw -627558.494466 + Penalty 2897.646399 = -624660.848066
  nChanged 20
		SP:Iteration 20F (37455.970000 sec): 3 clusters
  Score: Raw -627561.910015 + Penalty 2897.646399 = -624664.263616
  nChanged 20
		SP:Iteration 21Q (37456.170000 sec): 3 clusters
  Score: Raw -627565.535828 + Penalty 2897.646399 = -624667.889429
  nChanged 16
		SP:Iteration 22Q (37456.370000 sec): 3 clusters
  Score: Raw -627567.038193 + Penalty 2897.646399 = -624669.391794
  nChanged 7
		SP:Iteration 23Q (37456.570000 sec): 3 clusters
  Score: Raw -627567.646788 + Penalty 2897.646399 = -624670.000389
  nChanged 3
		SP:Iteration 24Q (37456.770000 sec): 3 clusters
  Score: Raw -627567.851833 + Penalty 2897.646399 = -624670.205433
  nChanged 0
		SP:Iteration 25F (37456.970000 sec): 3 clusters
  Score: Raw -627567.851833 + Penalty 2897.646399 = -624670.205433
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (3863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37457.060000 sec): 2 clusters
  Score: Raw -326165.886732 + Penalty 1342.119896 = -324823.766835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37457.240000 sec): 3 clusters
  Score: Raw -324264.533731 + Penalty 2684.239793 = -321580.293938
  nChanged 1480
		SP:Iteration 1F (37457.410000 sec): 3 clusters
  Score: Raw -325080.718509 + Penalty 2684.239793 = -322396.478716
  nChanged 332
		SP:Iteration 2F (37457.590000 sec): 3 clusters
  Score: Raw -325290.986222 + Penalty 2684.239793 = -322606.746429
  nChanged 239
		SP:Iteration 3F (37457.770000 sec): 3 clusters
  Score: Raw -325453.313138 + Penalty 2684.239793 = -322769.073345
  nChanged 227
		SP:Iteration 4F (37457.940000 sec): 3 clusters
  Score: Raw -325628.605874 + Penalty 2684.239793 = -322944.366081
  nChanged 225
		SP:Iteration 5F (37458.110000 sec): 3 clusters
  Score: Raw -325816.969945 + Penalty 2684.239793 = -323132.730152
  nChanged 185
		SP:Iteration 6Q (37458.290000 sec): 3 clusters
  Score: Raw -325950.383498 + Penalty 2684.239793 = -323266.143705
  nChanged 155
		SP:Iteration 7Q (37458.470000 sec): 3 clusters
  Score: Raw -326038.029678 + Penalty 2684.239793 = -323353.789885
  nChanged 112
		SP:Iteration 8Q (37458.640000 sec): 3 clusters
  Score: Raw -326103.934592 + Penalty 2684.239793 = -323419.694799
  nChanged 98
		SP:Iteration 9Q (37458.820000 sec): 3 clusters
  Score: Raw -326163.773587 + Penalty 2684.239793 = -323479.533794
  nChanged 86
		SP:Iteration 10Q (37458.990000 sec): 3 clusters
  Score: Raw -326215.807723 + Penalty 2684.239793 = -323531.567930
  nChanged 78
		SP:Iteration 11Q (37459.170000 sec): 3 clusters
  Score: Raw -326254.864399 + Penalty 2684.239793 = -323570.624606
  nChanged 63
		SP:Iteration 12Q (37459.350000 sec): 3 clusters
  Score: Raw -326284.931920 + Penalty 2684.239793 = -323600.692128
  nChanged 43
		SP:Iteration 13Q (37459.520000 sec): 3 clusters
  Score: Raw -326303.151537 + Penalty 2684.239793 = -323618.911744
  nChanged 39
		SP:Iteration 14Q (37459.700000 sec): 3 clusters
  Score: Raw -326317.199872 + Penalty 2684.239793 = -323632.960079
  nChanged 26
		SP:Iteration 15Q (37459.880000 sec): 3 clusters
  Score: Raw -326325.950406 + Penalty 2684.239793 = -323641.710613
  nChanged 19
		SP:Iteration 16Q (37460.050000 sec): 3 clusters
  Score: Raw -326331.135422 + Penalty 2684.239793 = -323646.895629
  nChanged 11
		SP:Iteration 17Q (37460.230000 sec): 3 clusters
  Score: Raw -326333.977421 + Penalty 2684.239793 = -323649.737628
  nChanged 7
		SP:Iteration 18Q (37460.400000 sec): 3 clusters
  Score: Raw -326336.483282 + Penalty 2684.239793 = -323652.243490
  nChanged 10
		SP:Iteration 19Q (37460.580000 sec): 3 clusters
  Score: Raw -326340.033790 + Penalty 2684.239793 = -323655.793997
  nChanged 8
		SP:Iteration 20F (37460.760000 sec): 3 clusters
  Score: Raw -326343.473583 + Penalty 2684.239793 = -323659.233790
  nChanged 7
		SP:Iteration 21Q (37460.930000 sec): 3 clusters
  Score: Raw -326345.372494 + Penalty 2684.239793 = -323661.132702
  nChanged 2
		SP:Iteration 22Q (37461.110000 sec): 3 clusters
  Score: Raw -326346.059646 + Penalty 2684.239793 = -323661.819853
  nChanged 4
		SP:Iteration 23Q (37461.280000 sec): 3 clusters
  Score: Raw -326346.807265 + Penalty 2684.239793 = -323662.567472
  nChanged 2
		SP:Iteration 24Q (37461.460000 sec): 3 clusters
  Score: Raw -326347.211575 + Penalty 2684.239793 = -323662.971782
  nChanged 0
		SP:Iteration 25F (37461.630000 sec): 3 clusters
  Score: Raw -326347.211575 + Penalty 2684.239793 = -323662.971782
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (2800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37461.700000 sec): 2 clusters
  Score: Raw -219644.356337 + Penalty 1289.823388 = -218354.532948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37461.880000 sec): 3 clusters
  Score: Raw -218362.814831 + Penalty 2579.646776 = -215783.168055
  nChanged 1029
		SP:Iteration 1F (37462.060000 sec): 3 clusters
  Score: Raw -219056.488681 + Penalty 2579.646776 = -216476.841905
  nChanged 249
		SP:Iteration 2F (37462.240000 sec): 3 clusters
  Score: Raw -219254.007675 + Penalty 2579.646776 = -216674.360899
  nChanged 154
		SP:Iteration 3F (37462.410000 sec): 3 clusters
  Score: Raw -219389.433102 + Penalty 2579.646776 = -216809.786326
  nChanged 131
		SP:Iteration 4Q (37462.590000 sec): 3 clusters
  Score: Raw -219488.503263 + Penalty 2579.646776 = -216908.856486
  nChanged 112
		SP:Iteration 5Q (37462.760000 sec): 3 clusters
  Score: Raw -219587.599115 + Penalty 2579.646776 = -217007.952338
  nChanged 109
		SP:Iteration 6Q (37462.940000 sec): 3 clusters
  Score: Raw -219676.289139 + Penalty 2579.646776 = -217096.642362
  nChanged 89
		SP:Iteration 7Q (37463.110000 sec): 3 clusters
  Score: Raw -219744.891946 + Penalty 2579.646776 = -217165.245170
  nChanged 67
		SP:Iteration 8Q (37463.290000 sec): 3 clusters
  Score: Raw -219799.220080 + Penalty 2579.646776 = -217219.573304
  nChanged 64
		SP:Iteration 9Q (37463.460000 sec): 3 clusters
  Score: Raw -219846.012887 + Penalty 2579.646776 = -217266.366111
  nChanged 55
		SP:Iteration 10Q (37463.640000 sec): 3 clusters
  Score: Raw -219892.927157 + Penalty 2579.646776 = -217313.280381
  nChanged 70
		SP:Iteration 11Q (37463.820000 sec): 3 clusters
  Score: Raw -219949.264394 + Penalty 2579.646776 = -217369.617618
  nChanged 53
		SP:Iteration 12Q (37463.990000 sec): 3 clusters
  Score: Raw -219987.264944 + Penalty 2579.646776 = -217407.618168
  nChanged 47
		SP:Iteration 13Q (37464.170000 sec): 3 clusters
  Score: Raw -220015.006442 + Penalty 2579.646776 = -217435.359666
  nChanged 39
		SP:Iteration 14Q (37464.340000 sec): 3 clusters
  Score: Raw -220038.381614 + Penalty 2579.646776 = -217458.734838
  nChanged 38
		SP:Iteration 15Q (37464.520000 sec): 3 clusters
  Score: Raw -220061.661856 + Penalty 2579.646776 = -217482.015079
  nChanged 33
		SP:Iteration 16Q (37464.700000 sec): 3 clusters
  Score: Raw -220081.974019 + Penalty 2579.646776 = -217502.327243
  nChanged 37
		SP:Iteration 17Q (37464.870000 sec): 3 clusters
  Score: Raw -220102.165711 + Penalty 2579.646776 = -217522.518934
  nChanged 19
		SP:Iteration 18Q (37465.050000 sec): 3 clusters
  Score: Raw -220110.128565 + Penalty 2579.646776 = -217530.481789
  nChanged 19
		SP:Iteration 19Q (37465.220000 sec): 3 clusters
  Score: Raw -220118.372519 + Penalty 2579.646776 = -217538.725743
  nChanged 18
		SP:Iteration 20F (37465.400000 sec): 3 clusters
  Score: Raw -220126.825416 + Penalty 2579.646776 = -217547.178640
  nChanged 19
		SP:Iteration 21Q (37465.580000 sec): 3 clusters
  Score: Raw -220140.828592 + Penalty 2579.646776 = -217561.181816
  nChanged 19
		SP:Iteration 22Q (37465.750000 sec): 3 clusters
  Score: Raw -220151.599020 + Penalty 2579.646776 = -217571.952243
  nChanged 20
		SP:Iteration 23Q (37465.930000 sec): 3 clusters
  Score: Raw -220160.871203 + Penalty 2579.646776 = -217581.224427
  nChanged 11
		SP:Iteration 24Q (37466.100000 sec): 3 clusters
  Score: Raw -220165.466354 + Penalty 2579.646776 = -217585.819578
  nChanged 9
		SP:Iteration 25Q (37466.280000 sec): 3 clusters
  Score: Raw -220169.128483 + Penalty 2579.646776 = -217589.481707
  nChanged 9
		SP:Iteration 26Q (37466.460000 sec): 3 clusters
  Score: Raw -220173.085815 + Penalty 2579.646776 = -217593.439038
  nChanged 6
		SP:Iteration 27Q (37466.630000 sec): 3 clusters
  Score: Raw -220175.762579 + Penalty 2579.646776 = -217596.115803
  nChanged 7
		SP:Iteration 28Q (37466.810000 sec): 3 clusters
  Score: Raw -220178.350372 + Penalty 2579.646776 = -217598.703596
  nChanged 7
		SP:Iteration 29Q (37466.980000 sec): 3 clusters
  Score: Raw -220181.329204 + Penalty 2579.646776 = -217601.682428
  nChanged 6
		SP:Iteration 30Q (37467.160000 sec): 3 clusters
  Score: Raw -220183.463646 + Penalty 2579.646776 = -217603.816869
  nChanged 3
		SP:Iteration 31Q (37467.330000 sec): 3 clusters
  Score: Raw -220184.909935 + Penalty 2579.646776 = -217605.263159
  nChanged 4
		SP:Iteration 32Q (37467.510000 sec): 3 clusters
  Score: Raw -220186.897309 + Penalty 2579.646776 = -217607.250533
  nChanged 6
		SP:Iteration 33Q (37467.680000 sec): 3 clusters
  Score: Raw -220188.357293 + Penalty 2579.646776 = -217608.710517
  nChanged 5
		SP:Iteration 34Q (37467.860000 sec): 3 clusters
  Score: Raw -220190.394756 + Penalty 2579.646776 = -217610.747979
  nChanged 2
		SP:Iteration 35Q (37468.040000 sec): 3 clusters
  Score: Raw -220192.064824 + Penalty 2579.646776 = -217612.418048
  nChanged 1
		SP:Iteration 36Q (37468.210000 sec): 3 clusters
  Score: Raw -220192.458472 + Penalty 2579.646776 = -217612.811696
  nChanged 1
		SP:Iteration 37Q (37468.420000 sec): 3 clusters
  Score: Raw -220192.795622 + Penalty 2579.646776 = -217613.148846
  nChanged 2
		SP:Iteration 38Q (37468.560000 sec): 3 clusters
  Score: Raw -220193.513995 + Penalty 2579.646776 = -217613.867219
  nChanged 2
		SP:Iteration 39Q (37468.700000 sec): 3 clusters
  Score: Raw -220194.727503 + Penalty 2579.646776 = -217615.080727
  nChanged 2
		SP:Iteration 40F (37468.850000 sec): 3 clusters
  Score: Raw -220196.937576 + Penalty 2579.646776 = -217617.290800
  nChanged 2
		SP:Iteration 41Q (37469.000000 sec): 3 clusters
  Score: Raw -220199.668983 + Penalty 2579.646776 = -217620.022207
  nChanged 4
		SP:Iteration 42Q (37469.140000 sec): 3 clusters
  Score: Raw -220202.243881 + Penalty 2579.646776 = -217622.597104
  nChanged 3
		SP:Iteration 43Q (37469.280000 sec): 3 clusters
  Score: Raw -220203.137415 + Penalty 2579.646776 = -217623.490639
  nChanged 2
		SP:Iteration 44Q (37469.430000 sec): 3 clusters
  Score: Raw -220203.691924 + Penalty 2579.646776 = -217624.045148
  nChanged 2
		SP:Iteration 45Q (37469.560000 sec): 3 clusters
  Score: Raw -220205.075151 + Penalty 2579.646776 = -217625.428375
  nChanged 3
		SP:Iteration 46Q (37469.740000 sec): 3 clusters
  Score: Raw -220205.876458 + Penalty 2579.646776 = -217626.229682
  nChanged 2
		SP:Iteration 47Q (37469.920000 sec): 3 clusters
  Score: Raw -220206.352962 + Penalty 2579.646776 = -217626.706186
  nChanged 2
		SP:Iteration 48Q (37470.090000 sec): 3 clusters
  Score: Raw -220207.414068 + Penalty 2579.646776 = -217627.767292
  nChanged 3
		SP:Iteration 49Q (37470.270000 sec): 3 clusters
  Score: Raw -220208.192528 + Penalty 2579.646776 = -217628.545751
  nChanged 4
		SP:Iteration 50Q (37470.440000 sec): 3 clusters
  Score: Raw -220210.560721 + Penalty 2579.646776 = -217630.913945
  nChanged 6
		SP:Iteration 51Q (37470.620000 sec): 3 clusters
  Score: Raw -220213.527210 + Penalty 2579.646776 = -217633.880434
  nChanged 8
		SP:Iteration 52Q (37470.800000 sec): 3 clusters
  Score: Raw -220218.539873 + Penalty 2579.646776 = -217638.893097
  nChanged 9
		SP:Iteration 53Q (37470.970000 sec): 3 clusters
  Score: Raw -220222.209300 + Penalty 2579.646776 = -217642.562524
  nChanged 7
		SP:Iteration 54Q (37471.150000 sec): 3 clusters
  Score: Raw -220225.282577 + Penalty 2579.646776 = -217645.635801
  nChanged 8
		SP:Iteration 55Q (37471.320000 sec): 3 clusters
  Score: Raw -220232.049705 + Penalty 2579.646776 = -217652.402929
  nChanged 8
		SP:Iteration 56Q (37471.500000 sec): 3 clusters
  Score: Raw -220236.742243 + Penalty 2579.646776 = -217657.095467
  nChanged 8
		SP:Iteration 57Q (37471.680000 sec): 3 clusters
  Score: Raw -220239.970518 + Penalty 2579.646776 = -217660.323742
  nChanged 7
		SP:Iteration 58Q (37471.850000 sec): 3 clusters
  Score: Raw -220243.717530 + Penalty 2579.646776 = -217664.070754
  nChanged 4
		SP:Iteration 59Q (37472.030000 sec): 3 clusters
  Score: Raw -220245.336458 + Penalty 2579.646776 = -217665.689681
  nChanged 3
		SP:Iteration 60F (37472.220000 sec): 3 clusters
  Score: Raw -220247.955528 + Penalty 2579.646776 = -217668.308752
  nChanged 5
		SP:Iteration 61Q (37472.380000 sec): 3 clusters
  Score: Raw -220251.620526 + Penalty 2579.646776 = -217671.973750
  nChanged 5
		SP:Iteration 62Q (37472.560000 sec): 3 clusters
  Score: Raw -220252.999926 + Penalty 2579.646776 = -217673.353150
  nChanged 1
		SP:Iteration 63Q (37472.730000 sec): 3 clusters
  Score: Raw -220253.274909 + Penalty 2579.646776 = -217673.628133
  nChanged 1
		SP:Iteration 64Q (37472.910000 sec): 3 clusters
  Score: Raw -220253.409792 + Penalty 2579.646776 = -217673.763016
  nChanged 0
		SP:Iteration 65F (37473.080000 sec): 3 clusters
  Score: Raw -220253.409792 + Penalty 2579.646776 = -217673.763016
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (4191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37473.190000 sec): 2 clusters
  Score: Raw -375855.985264 + Penalty 1355.362880 = -374500.622383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37473.360000 sec): 3 clusters
  Score: Raw -373785.782343 + Penalty 2710.725761 = -371075.056582
  nChanged 1630
		SP:Iteration 1F (37473.540000 sec): 3 clusters
  Score: Raw -374889.911378 + Penalty 2710.725761 = -372179.185618
  nChanged 405
		SP:Iteration 2F (37473.720000 sec): 3 clusters
  Score: Raw -375332.733857 + Penalty 2710.725761 = -372622.008096
  nChanged 342
		SP:Iteration 3F (37473.890000 sec): 3 clusters
  Score: Raw -375687.565484 + Penalty 2710.725761 = -372976.839723
  nChanged 276
		SP:Iteration 4F (37474.070000 sec): 3 clusters
  Score: Raw -375981.275856 + Penalty 2710.725761 = -373270.550096
  nChanged 235
		SP:Iteration 5F (37474.240000 sec): 3 clusters
  Score: Raw -376166.466185 + Penalty 2710.725761 = -373455.740424
  nChanged 155
		SP:Iteration 6Q (37474.420000 sec): 3 clusters
  Score: Raw -376266.897584 + Penalty 2710.725761 = -373556.171824
  nChanged 112
		SP:Iteration 7Q (37474.590000 sec): 3 clusters
  Score: Raw -376344.982444 + Penalty 2710.725761 = -373634.256684
  nChanged 110
		SP:Iteration 8Q (37474.770000 sec): 3 clusters
  Score: Raw -376399.400669 + Penalty 2710.725761 = -373688.674909
  nChanged 64
		SP:Iteration 9Q (37474.940000 sec): 3 clusters
  Score: Raw -376428.442746 + Penalty 2710.725761 = -373717.716986
  nChanged 50
		SP:Iteration 10Q (37475.120000 sec): 3 clusters
  Score: Raw -376451.399873 + Penalty 2710.725761 = -373740.674112
  nChanged 51
		SP:Iteration 11Q (37475.300000 sec): 3 clusters
  Score: Raw -376471.253441 + Penalty 2710.725761 = -373760.527680
  nChanged 33
		SP:Iteration 12Q (37475.470000 sec): 3 clusters
  Score: Raw -376480.682673 + Penalty 2710.725761 = -373769.956913
  nChanged 24
		SP:Iteration 13Q (37475.650000 sec): 3 clusters
  Score: Raw -376486.975012 + Penalty 2710.725761 = -373776.249251
  nChanged 17
		SP:Iteration 14Q (37475.820000 sec): 3 clusters
  Score: Raw -376492.309305 + Penalty 2710.725761 = -373781.583545
  nChanged 15
		SP:Iteration 15Q (37476.000000 sec): 3 clusters
  Score: Raw -376498.212487 + Penalty 2710.725761 = -373787.486727
  nChanged 21
		SP:Iteration 16Q (37476.180000 sec): 3 clusters
  Score: Raw -376503.344826 + Penalty 2710.725761 = -373792.619065
  nChanged 19
		SP:Iteration 17Q (37476.350000 sec): 3 clusters
  Score: Raw -376508.973594 + Penalty 2710.725761 = -373798.247833
  nChanged 21
		SP:Iteration 18Q (37476.530000 sec): 3 clusters
  Score: Raw -376516.621773 + Penalty 2710.725761 = -373805.896013
  nChanged 12
		SP:Iteration 19Q (37476.700000 sec): 3 clusters
  Score: Raw -376519.474518 + Penalty 2710.725761 = -373808.748758
  nChanged 9
		SP:Iteration 20F (37476.880000 sec): 3 clusters
  Score: Raw -376521.211393 + Penalty 2710.725761 = -373810.485632
  nChanged 9
		SP:Iteration 21Q (37477.030000 sec): 3 clusters
  Score: Raw -376523.278465 + Penalty 2710.725761 = -373812.552704
  nChanged 9
		SP:Iteration 22Q (37477.110000 sec): 3 clusters
  Score: Raw -376526.511574 + Penalty 2710.725761 = -373815.785813
  nChanged 14
		SP:Iteration 23Q (37477.200000 sec): 3 clusters
  Score: Raw -376531.711017 + Penalty 2710.725761 = -373820.985256
  nChanged 16
		SP:Iteration 24Q (37477.290000 sec): 3 clusters
  Score: Raw -376537.428633 + Penalty 2710.725761 = -373826.702872
  nChanged 17
		SP:Iteration 25Q (37477.370000 sec): 3 clusters
  Score: Raw -376543.815127 + Penalty 2710.725761 = -373833.089366
  nChanged 17
		SP:Iteration 26Q (37477.450000 sec): 3 clusters
  Score: Raw -376550.472943 + Penalty 2710.725761 = -373839.747183
  nChanged 12
		SP:Iteration 27Q (37477.530000 sec): 3 clusters
  Score: Raw -376555.572454 + Penalty 2710.725761 = -373844.846693
  nChanged 16
		SP:Iteration 28Q (37477.620000 sec): 3 clusters
  Score: Raw -376559.945750 + Penalty 2710.725761 = -373849.219989
  nChanged 12
		SP:Iteration 29Q (37477.700000 sec): 3 clusters
  Score: Raw -376562.602634 + Penalty 2710.725761 = -373851.876874
  nChanged 5
		SP:Iteration 30Q (37477.780000 sec): 3 clusters
  Score: Raw -376564.137514 + Penalty 2710.725761 = -373853.411753
  nChanged 9
		SP:Iteration 31Q (37477.870000 sec): 3 clusters
  Score: Raw -376566.755877 + Penalty 2710.725761 = -373856.030116
  nChanged 10
		SP:Iteration 32Q (37477.950000 sec): 3 clusters
  Score: Raw -376571.737578 + Penalty 2710.725761 = -373861.011817
  nChanged 11
		SP:Iteration 33Q (37478.030000 sec): 3 clusters
  Score: Raw -376574.561799 + Penalty 2710.725761 = -373863.836038
  nChanged 10
		SP:Iteration 34Q (37478.110000 sec): 3 clusters
  Score: Raw -376578.709927 + Penalty 2710.725761 = -373867.984166
  nChanged 11
		SP:Iteration 35Q (37478.190000 sec): 3 clusters
  Score: Raw -376581.623556 + Penalty 2710.725761 = -373870.897795
  nChanged 10
		SP:Iteration 36Q (37478.280000 sec): 3 clusters
  Score: Raw -376583.948512 + Penalty 2710.725761 = -373873.222751
  nChanged 4
		SP:Iteration 37Q (37478.360000 sec): 3 clusters
  Score: Raw -376588.270764 + Penalty 2710.725761 = -373877.545003
  nChanged 10
		SP:Iteration 38Q (37478.440000 sec): 3 clusters
  Score: Raw -376595.747603 + Penalty 2710.725761 = -373885.021842
  nChanged 14
		SP:Iteration 39Q (37478.520000 sec): 3 clusters
  Score: Raw -376599.291411 + Penalty 2710.725761 = -373888.565650
  nChanged 7
		SP:Iteration 40F (37478.610000 sec): 3 clusters
  Score: Raw -376601.396723 + Penalty 2710.725761 = -373890.670962
  nChanged 7
		SP:Iteration 41Q (37478.690000 sec): 3 clusters
  Score: Raw -376604.076123 + Penalty 2710.725761 = -373893.350362
  nChanged 6
		SP:Iteration 42Q (37478.770000 sec): 3 clusters
  Score: Raw -376607.355900 + Penalty 2710.725761 = -373896.630140
  nChanged 4
		SP:Iteration 43Q (37478.850000 sec): 3 clusters
  Score: Raw -376608.271122 + Penalty 2710.725761 = -373897.545362
  nChanged 2
		SP:Iteration 44Q (37479.030000 sec): 3 clusters
  Score: Raw -376608.612104 + Penalty 2710.725761 = -373897.886344
  nChanged 4
		SP:Iteration 45Q (37479.200000 sec): 3 clusters
  Score: Raw -376609.606208 + Penalty 2710.725761 = -373898.880447
  nChanged 3
		SP:Iteration 46Q (37479.380000 sec): 3 clusters
  Score: Raw -376610.152649 + Penalty 2710.725761 = -373899.426889
  nChanged 2
		SP:Iteration 47Q (37479.550000 sec): 3 clusters
  Score: Raw -376610.590493 + Penalty 2710.725761 = -373899.864733
  nChanged 0
		SP:Iteration 48F (37479.730000 sec): 3 clusters
  Score: Raw -376610.590493 + Penalty 2710.725761 = -373899.864733
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (3334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37479.840000 sec): 2 clusters
  Score: Raw -313860.616597 + Penalty 1318.188310 = -312542.428287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37480.020000 sec): 3 clusters
  Score: Raw -312278.565563 + Penalty 2636.376621 = -309642.188942
  nChanged 1229
		SP:Iteration 1F (37480.190000 sec): 3 clusters
  Score: Raw -313045.609199 + Penalty 2636.376621 = -310409.232579
  nChanged 282
		SP:Iteration 2F (37480.370000 sec): 3 clusters
  Score: Raw -313228.034361 + Penalty 2636.376621 = -310591.657740
  nChanged 173
		SP:Iteration 3F (37480.550000 sec): 3 clusters
  Score: Raw -313328.595818 + Penalty 2636.376621 = -310692.219198
  nChanged 122
		SP:Iteration 4Q (37480.720000 sec): 3 clusters
  Score: Raw -313412.750929 + Penalty 2636.376621 = -310776.374308
  nChanged 104
		SP:Iteration 5Q (37480.900000 sec): 3 clusters
  Score: Raw -313484.315727 + Penalty 2636.376621 = -310847.939106
  nChanged 85
		SP:Iteration 6Q (37481.070000 sec): 3 clusters
  Score: Raw -313538.240834 + Penalty 2636.376621 = -310901.864214
  nChanged 87
		SP:Iteration 7Q (37481.250000 sec): 3 clusters
  Score: Raw -313585.345834 + Penalty 2636.376621 = -310948.969214
  nChanged 64
		SP:Iteration 8Q (37481.430000 sec): 3 clusters
  Score: Raw -313622.291628 + Penalty 2636.376621 = -310985.915008
  nChanged 58
		SP:Iteration 9Q (37481.600000 sec): 3 clusters
  Score: Raw -313653.434149 + Penalty 2636.376621 = -311017.057529
  nChanged 61
		SP:Iteration 10Q (37481.770000 sec): 3 clusters
  Score: Raw -313687.320958 + Penalty 2636.376621 = -311050.944338
  nChanged 62
		SP:Iteration 11Q (37481.950000 sec): 3 clusters
  Score: Raw -313714.937239 + Penalty 2636.376621 = -311078.560619
  nChanged 50
		SP:Iteration 12Q (37482.130000 sec): 3 clusters
  Score: Raw -313737.218520 + Penalty 2636.376621 = -311100.841899
  nChanged 52
		SP:Iteration 13Q (37482.300000 sec): 3 clusters
  Score: Raw -313760.849032 + Penalty 2636.376621 = -311124.472411
  nChanged 56
		SP:Iteration 14Q (37482.480000 sec): 3 clusters
  Score: Raw -313787.357452 + Penalty 2636.376621 = -311150.980832
  nChanged 59
		SP:Iteration 15Q (37482.650000 sec): 3 clusters
  Score: Raw -313822.062369 + Penalty 2636.376621 = -311185.685748
  nChanged 56
		SP:Iteration 16Q (37482.830000 sec): 3 clusters
  Score: Raw -313850.678980 + Penalty 2636.376621 = -311214.302359
  nChanged 41
		SP:Iteration 17Q (37483.010000 sec): 3 clusters
  Score: Raw -313868.116475 + Penalty 2636.376621 = -311231.739854
  nChanged 43
		SP:Iteration 18Q (37483.180000 sec): 3 clusters
  Score: Raw -313886.576412 + Penalty 2636.376621 = -311250.199792
  nChanged 40
		SP:Iteration 19Q (37483.360000 sec): 3 clusters
  Score: Raw -313904.773798 + Penalty 2636.376621 = -311268.397178
  nChanged 38
		SP:Iteration 20F (37483.530000 sec): 3 clusters
  Score: Raw -313917.545252 + Penalty 2636.376621 = -311281.168632
  nChanged 23
		SP:Iteration 21Q (37483.710000 sec): 3 clusters
  Score: Raw -313925.891017 + Penalty 2636.376621 = -311289.514396
  nChanged 13
		SP:Iteration 22Q (37483.890000 sec): 3 clusters
  Score: Raw -313930.713044 + Penalty 2636.376621 = -311294.336424
  nChanged 13
		SP:Iteration 23Q (37484.060000 sec): 3 clusters
  Score: Raw -313934.551266 + Penalty 2636.376621 = -311298.174646
  nChanged 11
		SP:Iteration 24Q (37484.240000 sec): 3 clusters
  Score: Raw -313937.408825 + Penalty 2636.376621 = -311301.032204
  nChanged 2
		SP:Iteration 25Q (37484.410000 sec): 3 clusters
  Score: Raw -313937.728143 + Penalty 2636.376621 = -311301.351522
  nChanged 1
		SP:Iteration 26Q (37484.590000 sec): 3 clusters
  Score: Raw -313937.971275 + Penalty 2636.376621 = -311301.594654
  nChanged 1
		SP:Iteration 27Q (37484.770000 sec): 3 clusters
  Score: Raw -313938.234062 + Penalty 2636.376621 = -311301.857441
  nChanged 1
		SP:Iteration 28Q (37484.940000 sec): 3 clusters
  Score: Raw -313938.453129 + Penalty 2636.376621 = -311302.076508
  nChanged 0
		SP:Iteration 29F (37485.120000 sec): 3 clusters
  Score: Raw -313938.453129 + Penalty 2636.376621 = -311302.076508
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (13191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37485.260000 sec): 2 clusters
  Score: Raw -1265012.970862 + Penalty 1541.684634 = -1263471.286227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37485.590000 sec): 3 clusters
  Score: Raw -1257424.338166 + Penalty 3083.369269 = -1254340.968898
  nChanged 5772
		SP:Iteration 1F (37485.830000 sec): 3 clusters
  Score: Raw -1260485.291943 + Penalty 3083.369269 = -1257401.922674
  nChanged 804
		SP:Iteration 2F (37486.100000 sec): 3 clusters
  Score: Raw -1260835.263476 + Penalty 3083.369269 = -1257751.894208
  nChanged 750
		SP:Iteration 3F (37486.320000 sec): 3 clusters
  Score: Raw -1261188.512825 + Penalty 3083.369269 = -1258105.143557
  nChanged 740
		SP:Iteration 4F (37486.550000 sec): 3 clusters
  Score: Raw -1261582.477610 + Penalty 3083.369269 = -1258499.108342
  nChanged 766
		SP:Iteration 5F (37486.830000 sec): 3 clusters
  Score: Raw -1262037.659753 + Penalty 3083.369269 = -1258954.290484
  nChanged 846
		SP:Iteration 6F (37487.040000 sec): 3 clusters
  Score: Raw -1262615.190162 + Penalty 3083.369269 = -1259531.820893
  nChanged 836
		SP:Iteration 7F (37487.330000 sec): 3 clusters
  Score: Raw -1263224.366784 + Penalty 3083.369269 = -1260140.997515
  nChanged 742
		SP:Iteration 8F (37487.510000 sec): 3 clusters
  Score: Raw -1263788.333008 + Penalty 3083.369269 = -1260704.963740
  nChanged 569
		SP:Iteration 9Q (37487.690000 sec): 3 clusters
  Score: Raw -1264233.111906 + Penalty 3083.369269 = -1261149.742638
  nChanged 402
		SP:Iteration 10Q (37487.990000 sec): 3 clusters
  Score: Raw -1264533.986666 + Penalty 3083.369269 = -1261450.617398
  nChanged 276
		SP:Iteration 11Q (37488.250000 sec): 3 clusters
  Score: Raw -1264749.201825 + Penalty 3083.369269 = -1261665.832557
  nChanged 197
		SP:Iteration 12Q (37488.420000 sec): 3 clusters
  Score: Raw -1264916.994497 + Penalty 3083.369269 = -1261833.625229
  nChanged 136
		SP:Iteration 13Q (37488.690000 sec): 3 clusters
  Score: Raw -1265013.603726 + Penalty 3083.369269 = -1261930.234457
  nChanged 86
		SP:Iteration 14Q (37488.860000 sec): 3 clusters
  Score: Raw -1265080.374937 + Penalty 3083.369269 = -1261997.005669
  nChanged 60
		SP:Iteration 15Q (37489.130000 sec): 3 clusters
  Score: Raw -1265130.524073 + Penalty 3083.369269 = -1262047.154804
  nChanged 47
		SP:Iteration 16Q (37489.410000 sec): 3 clusters
  Score: Raw -1265170.305170 + Penalty 3083.369269 = -1262086.935901
  nChanged 38
		SP:Iteration 17Q (37489.670000 sec): 3 clusters
  Score: Raw -1265191.952693 + Penalty 3083.369269 = -1262108.583424
  nChanged 15
		SP:Iteration 18Q (37489.930000 sec): 3 clusters
  Score: Raw -1265203.291156 + Penalty 3083.369269 = -1262119.921887
  nChanged 19
		SP:Iteration 19Q (37490.200000 sec): 3 clusters
  Score: Raw -1265218.605044 + Penalty 3083.369269 = -1262135.235775
  nChanged 15
		SP:Iteration 20F (37490.450000 sec): 3 clusters
  Score: Raw -1265229.899518 + Penalty 3083.369269 = -1262146.530249
  nChanged 7
		SP:Iteration 21Q (37490.660000 sec): 3 clusters
  Score: Raw -1265236.900033 + Penalty 3083.369269 = -1262153.530765
  nChanged 13
		SP:Iteration 22Q (37490.820000 sec): 3 clusters
  Score: Raw -1265246.347336 + Penalty 3083.369269 = -1262162.978067
  nChanged 12
		SP:Iteration 23Q (37490.980000 sec): 3 clusters
  Score: Raw -1265255.595339 + Penalty 3083.369269 = -1262172.226070
  nChanged 10
		SP:Iteration 24Q (37491.150000 sec): 3 clusters
  Score: Raw -1265262.549176 + Penalty 3083.369269 = -1262179.179907
  nChanged 6
		SP:Iteration 25Q (37491.440000 sec): 3 clusters
  Score: Raw -1265265.593799 + Penalty 3083.369269 = -1262182.224530
  nChanged 4
		SP:Iteration 26Q (37491.730000 sec): 3 clusters
  Score: Raw -1265266.641477 + Penalty 3083.369269 = -1262183.272208
  nChanged 1
		SP:Iteration 27Q (37491.990000 sec): 3 clusters
  Score: Raw -1265266.880201 + Penalty 3083.369269 = -1262183.510932
  nChanged 1
		SP:Iteration 28Q (37492.220000 sec): 3 clusters
  Score: Raw -1265267.036901 + Penalty 3083.369269 = -1262183.667632
  nChanged 1
		SP:Iteration 29Q (37492.520000 sec): 3 clusters
  Score: Raw -1265267.697568 + Penalty 3083.369269 = -1262184.328299
  nChanged 2
		SP:Iteration 30Q (37492.790000 sec): 3 clusters
  Score: Raw -1265268.856077 + Penalty 3083.369269 = -1262185.486808
  nChanged 1
		SP:Iteration 31Q (37493.070000 sec): 3 clusters
  Score: Raw -1265269.724225 + Penalty 3083.369269 = -1262186.354957
  nChanged 2
		SP:Iteration 32Q (37493.360000 sec): 3 clusters
  Score: Raw -1265270.892994 + Penalty 3083.369269 = -1262187.523725
  nChanged 2
		SP:Iteration 33Q (37493.640000 sec): 3 clusters
  Score: Raw -1265271.918959 + Penalty 3083.369269 = -1262188.549690
  nChanged 3
		SP:Iteration 34Q (37493.870000 sec): 3 clusters
  Score: Raw -1265273.654581 + Penalty 3083.369269 = -1262190.285312
  nChanged 0
		SP:Iteration 35F (37494.100000 sec): 3 clusters
  Score: Raw -1265273.654581 + Penalty 3083.369269 = -1262190.285312
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (5029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37494.220000 sec): 2 clusters
  Score: Raw -391553.984948 + Penalty 1384.983671 = -390169.001277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37494.390000 sec): 3 clusters
  Score: Raw -388934.538105 + Penalty 2769.967342 = -386164.570763
  nChanged 2104
		SP:Iteration 1F (37494.570000 sec): 3 clusters
  Score: Raw -390315.416529 + Penalty 2769.967342 = -387545.449187
  nChanged 428
		SP:Iteration 2F (37494.750000 sec): 3 clusters
  Score: Raw -390613.735225 + Penalty 2769.967342 = -387843.767884
  nChanged 302
		SP:Iteration 3F (37494.920000 sec): 3 clusters
  Score: Raw -390821.836748 + Penalty 2769.967342 = -388051.869406
  nChanged 257
		SP:Iteration 4F (37495.100000 sec): 3 clusters
  Score: Raw -390970.806644 + Penalty 2769.967342 = -388200.839302
  nChanged 210
		SP:Iteration 5Q (37495.270000 sec): 3 clusters
  Score: Raw -391085.310286 + Penalty 2769.967342 = -388315.342944
  nChanged 171
		SP:Iteration 6Q (37495.450000 sec): 3 clusters
  Score: Raw -391175.456319 + Penalty 2769.967342 = -388405.488978
  nChanged 147
		SP:Iteration 7Q (37495.620000 sec): 3 clusters
  Score: Raw -391254.062138 + Penalty 2769.967342 = -388484.094796
  nChanged 114
		SP:Iteration 8Q (37495.800000 sec): 3 clusters
  Score: Raw -391310.432175 + Penalty 2769.967342 = -388540.464833
  nChanged 97
		SP:Iteration 9Q (37495.970000 sec): 3 clusters
  Score: Raw -391358.427994 + Penalty 2769.967342 = -388588.460652
  nChanged 75
		SP:Iteration 10Q (37496.150000 sec): 3 clusters
  Score: Raw -391398.378778 + Penalty 2769.967342 = -388628.411436
  nChanged 80
		SP:Iteration 11Q (37496.330000 sec): 3 clusters
  Score: Raw -391443.838247 + Penalty 2769.967342 = -388673.870905
  nChanged 62
		SP:Iteration 12Q (37496.500000 sec): 3 clusters
  Score: Raw -391473.358637 + Penalty 2769.967342 = -388703.391295
  nChanged 50
		SP:Iteration 13Q (37496.680000 sec): 3 clusters
  Score: Raw -391495.323364 + Penalty 2769.967342 = -388725.356022
  nChanged 49
		SP:Iteration 14Q (37496.850000 sec): 3 clusters
  Score: Raw -391516.083121 + Penalty 2769.967342 = -388746.115779
  nChanged 50
		SP:Iteration 15Q (37497.030000 sec): 3 clusters
  Score: Raw -391539.472183 + Penalty 2769.967342 = -388769.504841
  nChanged 39
		SP:Iteration 16Q (37497.210000 sec): 3 clusters
  Score: Raw -391554.661191 + Penalty 2769.967342 = -388784.693850
  nChanged 32
		SP:Iteration 17Q (37497.380000 sec): 3 clusters
  Score: Raw -391565.608967 + Penalty 2769.967342 = -388795.641626
  nChanged 24
		SP:Iteration 18Q (37497.560000 sec): 3 clusters
  Score: Raw -391573.236637 + Penalty 2769.967342 = -388803.269295
  nChanged 17
		SP:Iteration 19Q (37497.730000 sec): 3 clusters
  Score: Raw -391579.721661 + Penalty 2769.967342 = -388809.754319
  nChanged 16
		SP:Iteration 20F (37497.910000 sec): 3 clusters
  Score: Raw -391585.601368 + Penalty 2769.967342 = -388815.634026
  nChanged 19
		SP:Iteration 21Q (37498.090000 sec): 3 clusters
  Score: Raw -391591.666464 + Penalty 2769.967342 = -388821.699122
  nChanged 15
		SP:Iteration 22Q (37498.260000 sec): 3 clusters
  Score: Raw -391596.281543 + Penalty 2769.967342 = -388826.314202
  nChanged 15
		SP:Iteration 23Q (37498.430000 sec): 3 clusters
  Score: Raw -391600.017168 + Penalty 2769.967342 = -388830.049827
  nChanged 11
		SP:Iteration 24Q (37498.600000 sec): 3 clusters
  Score: Raw -391603.213868 + Penalty 2769.967342 = -388833.246526
  nChanged 15
		SP:Iteration 25Q (37498.780000 sec): 3 clusters
  Score: Raw -391611.164616 + Penalty 2769.967342 = -388841.197274
  nChanged 15
		SP:Iteration 26Q (37498.950000 sec): 3 clusters
  Score: Raw -391621.130021 + Penalty 2769.967342 = -388851.162679
  nChanged 21
		SP:Iteration 27Q (37499.130000 sec): 3 clusters
  Score: Raw -391630.511841 + Penalty 2769.967342 = -388860.544499
  nChanged 25
		SP:Iteration 28Q (37499.300000 sec): 3 clusters
  Score: Raw -391640.175629 + Penalty 2769.967342 = -388870.208288
  nChanged 21
		SP:Iteration 29Q (37499.480000 sec): 3 clusters
  Score: Raw -391649.787917 + Penalty 2769.967342 = -388879.820576
  nChanged 25
		SP:Iteration 30Q (37499.650000 sec): 3 clusters
  Score: Raw -391664.225273 + Penalty 2769.967342 = -388894.257931
  nChanged 27
		SP:Iteration 31Q (37499.830000 sec): 3 clusters
  Score: Raw -391675.144758 + Penalty 2769.967342 = -388905.177416
  nChanged 22
		SP:Iteration 32Q (37500.000000 sec): 3 clusters
  Score: Raw -391682.376785 + Penalty 2769.967342 = -388912.409443
  nChanged 19
		SP:Iteration 33Q (37500.180000 sec): 3 clusters
  Score: Raw -391691.862449 + Penalty 2769.967342 = -388921.895107
  nChanged 16
		SP:Iteration 34Q (37500.350000 sec): 3 clusters
  Score: Raw -391700.079602 + Penalty 2769.967342 = -388930.112260
  nChanged 17
		SP:Iteration 35Q (37500.530000 sec): 3 clusters
  Score: Raw -391707.025102 + Penalty 2769.967342 = -388937.057760
  nChanged 14
		SP:Iteration 36Q (37500.700000 sec): 3 clusters
  Score: Raw -391712.222794 + Penalty 2769.967342 = -388942.255452
  nChanged 10
		SP:Iteration 37Q (37500.880000 sec): 3 clusters
  Score: Raw -391716.182089 + Penalty 2769.967342 = -388946.214747
  nChanged 9
		SP:Iteration 38Q (37501.050000 sec): 3 clusters
  Score: Raw -391718.424351 + Penalty 2769.967342 = -388948.457009
  nChanged 6
		SP:Iteration 39Q (37501.230000 sec): 3 clusters
  Score: Raw -391721.199167 + Penalty 2769.967342 = -388951.231825
  nChanged 7
		SP:Iteration 40F (37501.400000 sec): 3 clusters
  Score: Raw -391722.831593 + Penalty 2769.967342 = -388952.864252
  nChanged 3
		SP:Iteration 41Q (37501.580000 sec): 3 clusters
  Score: Raw -391723.651830 + Penalty 2769.967342 = -388953.684489
  nChanged 4
		SP:Iteration 42Q (37501.750000 sec): 3 clusters
  Score: Raw -391725.386078 + Penalty 2769.967342 = -388955.418736
  nChanged 2
		SP:Iteration 43Q (37501.930000 sec): 3 clusters
  Score: Raw -391726.374991 + Penalty 2769.967342 = -388956.407649
  nChanged 2
		SP:Iteration 44Q (37502.100000 sec): 3 clusters
  Score: Raw -391727.550752 + Penalty 2769.967342 = -388957.583411
  nChanged 3
		SP:Iteration 45Q (37502.280000 sec): 3 clusters
  Score: Raw -391728.743204 + Penalty 2769.967342 = -388958.775862
  nChanged 2
		SP:Iteration 46Q (37502.450000 sec): 3 clusters
  Score: Raw -391729.576504 + Penalty 2769.967342 = -388959.609163
  nChanged 4
		SP:Iteration 47Q (37502.630000 sec): 3 clusters
  Score: Raw -391730.814643 + Penalty 2769.967342 = -388960.847301
  nChanged 1
		SP:Iteration 48Q (37502.800000 sec): 3 clusters
  Score: Raw -391731.024806 + Penalty 2769.967342 = -388961.057464
  nChanged 0
		SP:Iteration 49F (37502.980000 sec): 3 clusters
  Score: Raw -391731.024806 + Penalty 2769.967342 = -388961.057464
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37503.050000 sec): 2 clusters
  Score: Raw -117804.421580 + Penalty 1197.150022 = -116607.271558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37503.230000 sec): 3 clusters
  Score: Raw -117159.544719 + Penalty 2394.300044 = -114765.244675
  nChanged 578
		SP:Iteration 1F (37503.400000 sec): 3 clusters
  Score: Raw -117638.034335 + Penalty 2394.300044 = -115243.734290
  nChanged 161
		SP:Iteration 2F (37503.580000 sec): 3 clusters
  Score: Raw -117825.224862 + Penalty 2394.300044 = -115430.924818
  nChanged 97
		SP:Iteration 3F (37503.750000 sec): 3 clusters
  Score: Raw -117936.205105 + Penalty 2394.300044 = -115541.905060
  nChanged 70
		SP:Iteration 4Q (37503.930000 sec): 3 clusters
  Score: Raw -118008.970321 + Penalty 2394.300044 = -115614.670276
  nChanged 61
		SP:Iteration 5Q (37504.110000 sec): 3 clusters
  Score: Raw -118084.380335 + Penalty 2394.300044 = -115690.080290
  nChanged 65
		SP:Iteration 6Q (37504.280000 sec): 3 clusters
  Score: Raw -118155.169390 + Penalty 2394.300044 = -115760.869346
  nChanged 57
		SP:Iteration 7Q (37504.460000 sec): 3 clusters
  Score: Raw -118216.906877 + Penalty 2394.300044 = -115822.606833
  nChanged 51
		SP:Iteration 8Q (37504.630000 sec): 3 clusters
  Score: Raw -118283.969392 + Penalty 2394.300044 = -115889.669347
  nChanged 40
		SP:Iteration 9Q (37504.810000 sec): 3 clusters
  Score: Raw -118331.112859 + Penalty 2394.300044 = -115936.812814
  nChanged 39
		SP:Iteration 10Q (37504.990000 sec): 3 clusters
  Score: Raw -118367.264767 + Penalty 2394.300044 = -115972.964722
  nChanged 29
		SP:Iteration 11Q (37505.160000 sec): 3 clusters
  Score: Raw -118389.472755 + Penalty 2394.300044 = -115995.172711
  nChanged 24
		SP:Iteration 12Q (37505.340000 sec): 3 clusters
  Score: Raw -118413.404962 + Penalty 2394.300044 = -116019.104918
  nChanged 26
		SP:Iteration 13Q (37505.510000 sec): 3 clusters
  Score: Raw -118434.503425 + Penalty 2394.300044 = -116040.203380
  nChanged 22
		SP:Iteration 14Q (37505.690000 sec): 3 clusters
  Score: Raw -118452.527600 + Penalty 2394.300044 = -116058.227555
  nChanged 16
		SP:Iteration 15Q (37505.860000 sec): 3 clusters
  Score: Raw -118464.639624 + Penalty 2394.300044 = -116070.339579
  nChanged 14
		SP:Iteration 16Q (37506.040000 sec): 3 clusters
  Score: Raw -118477.704772 + Penalty 2394.300044 = -116083.404728
  nChanged 15
		SP:Iteration 17Q (37506.210000 sec): 3 clusters
  Score: Raw -118488.484639 + Penalty 2394.300044 = -116094.184594
  nChanged 7
		SP:Iteration 18Q (37506.390000 sec): 3 clusters
  Score: Raw -118495.329739 + Penalty 2394.300044 = -116101.029695
  nChanged 10
		SP:Iteration 19Q (37506.570000 sec): 3 clusters
  Score: Raw -118503.161100 + Penalty 2394.300044 = -116108.861056
  nChanged 4
		SP:Iteration 20F (37506.740000 sec): 3 clusters
  Score: Raw -118509.414366 + Penalty 2394.300044 = -116115.114321
  nChanged 7
		SP:Iteration 21Q (37506.920000 sec): 3 clusters
  Score: Raw -118517.650157 + Penalty 2394.300044 = -116123.350113
  nChanged 9
		SP:Iteration 22Q (37507.090000 sec): 3 clusters
  Score: Raw -118525.364851 + Penalty 2394.300044 = -116131.064807
  nChanged 5
		SP:Iteration 23Q (37507.270000 sec): 3 clusters
  Score: Raw -118529.908931 + Penalty 2394.300044 = -116135.608887
  nChanged 3
		SP:Iteration 24Q (37507.450000 sec): 3 clusters
  Score: Raw -118534.343309 + Penalty 2394.300044 = -116140.043265
  nChanged 3
		SP:Iteration 25Q (37507.620000 sec): 3 clusters
  Score: Raw -118535.533307 + Penalty 2394.300044 = -116141.233263
  nChanged 1
		SP:Iteration 26Q (37507.800000 sec): 3 clusters
  Score: Raw -118535.947252 + Penalty 2394.300044 = -116141.647207
  nChanged 0
		SP:Iteration 27F (37507.970000 sec): 3 clusters
  Score: Raw -118535.947252 + Penalty 2394.300044 = -116141.647207
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (2502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37508.050000 sec): 2 clusters
  Score: Raw -241237.307397 + Penalty 1271.537425 = -239965.769973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37508.230000 sec): 3 clusters
  Score: Raw -240116.152504 + Penalty 2543.074850 = -237573.077654
  nChanged 898
		SP:Iteration 1F (37508.400000 sec): 3 clusters
  Score: Raw -240669.970990 + Penalty 2543.074850 = -238126.896140
  nChanged 196
		SP:Iteration 2F (37508.580000 sec): 3 clusters
  Score: Raw -240805.396480 + Penalty 2543.074850 = -238262.321630
  nChanged 134
		SP:Iteration 3F (37508.750000 sec): 3 clusters
  Score: Raw -240884.671032 + Penalty 2543.074850 = -238341.596182
  nChanged 110
		SP:Iteration 4Q (37508.930000 sec): 3 clusters
  Score: Raw -240951.508924 + Penalty 2543.074850 = -238408.434074
  nChanged 83
		SP:Iteration 5Q (37509.110000 sec): 3 clusters
  Score: Raw -241007.851763 + Penalty 2543.074850 = -238464.776913
  nChanged 77
		SP:Iteration 6Q (37509.280000 sec): 3 clusters
  Score: Raw -241053.311753 + Penalty 2543.074850 = -238510.236904
  nChanged 56
		SP:Iteration 7Q (37509.460000 sec): 3 clusters
  Score: Raw -241088.160712 + Penalty 2543.074850 = -238545.085862
  nChanged 62
		SP:Iteration 8Q (37509.630000 sec): 3 clusters
  Score: Raw -241123.421699 + Penalty 2543.074850 = -238580.346849
  nChanged 43
		SP:Iteration 9Q (37509.810000 sec): 3 clusters
  Score: Raw -241145.323982 + Penalty 2543.074850 = -238602.249132
  nChanged 43
		SP:Iteration 10Q (37509.990000 sec): 3 clusters
  Score: Raw -241169.859461 + Penalty 2543.074850 = -238626.784612
  nChanged 34
		SP:Iteration 11Q (37510.160000 sec): 3 clusters
  Score: Raw -241189.659033 + Penalty 2543.074850 = -238646.584183
  nChanged 37
		SP:Iteration 12Q (37510.340000 sec): 3 clusters
  Score: Raw -241211.882898 + Penalty 2543.074850 = -238668.808049
  nChanged 34
		SP:Iteration 13Q (37510.510000 sec): 3 clusters
  Score: Raw -241233.361702 + Penalty 2543.074850 = -238690.286853
  nChanged 30
		SP:Iteration 14Q (37510.690000 sec): 3 clusters
  Score: Raw -241252.650616 + Penalty 2543.074850 = -238709.575766
  nChanged 34
		SP:Iteration 15Q (37510.870000 sec): 3 clusters
  Score: Raw -241273.880721 + Penalty 2543.074850 = -238730.805871
  nChanged 35
		SP:Iteration 16Q (37511.040000 sec): 3 clusters
  Score: Raw -241294.235351 + Penalty 2543.074850 = -238751.160501
  nChanged 32
		SP:Iteration 17Q (37511.210000 sec): 3 clusters
  Score: Raw -241311.126827 + Penalty 2543.074850 = -238768.051978
  nChanged 19
		SP:Iteration 18Q (37511.390000 sec): 3 clusters
  Score: Raw -241321.024589 + Penalty 2543.074850 = -238777.949739
  nChanged 23
		SP:Iteration 19Q (37511.570000 sec): 3 clusters
  Score: Raw -241334.860344 + Penalty 2543.074850 = -238791.785494
  nChanged 26
		SP:Iteration 20F (37511.740000 sec): 3 clusters
  Score: Raw -241351.578972 + Penalty 2543.074850 = -238808.504123
  nChanged 20
		SP:Iteration 21Q (37511.920000 sec): 3 clusters
  Score: Raw -241362.663627 + Penalty 2543.074850 = -238819.588777
  nChanged 16
		SP:Iteration 22Q (37512.070000 sec): 3 clusters
  Score: Raw -241370.943207 + Penalty 2543.074850 = -238827.868357
  nChanged 7
		SP:Iteration 23Q (37512.250000 sec): 3 clusters
  Score: Raw -241375.698545 + Penalty 2543.074850 = -238832.623695
  nChanged 4
		SP:Iteration 24Q (37512.420000 sec): 3 clusters
  Score: Raw -241377.723485 + Penalty 2543.074850 = -238834.648636
  nChanged 5
		SP:Iteration 25Q (37512.600000 sec): 3 clusters
  Score: Raw -241380.342420 + Penalty 2543.074850 = -238837.267570
  nChanged 1
		SP:Iteration 26Q (37512.770000 sec): 3 clusters
  Score: Raw -241380.867184 + Penalty 2543.074850 = -238837.792334
  nChanged 0
		SP:Iteration 27F (37512.950000 sec): 3 clusters
  Score: Raw -241380.867184 + Penalty 2543.074850 = -238837.792334
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (5535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37513.060000 sec): 2 clusters
  Score: Raw -390393.849289 + Penalty 1400.562612 = -388993.286676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37513.230000 sec): 3 clusters
  Score: Raw -387516.446649 + Penalty 2801.125225 = -384715.321424
  nChanged 2241
		SP:Iteration 1F (37513.400000 sec): 3 clusters
  Score: Raw -389062.356416 + Penalty 2801.125225 = -386261.231191
  nChanged 520
		SP:Iteration 2F (37513.570000 sec): 3 clusters
  Score: Raw -389472.098255 + Penalty 2801.125225 = -386670.973031
  nChanged 413
		SP:Iteration 3F (37513.750000 sec): 3 clusters
  Score: Raw -389806.355450 + Penalty 2801.125225 = -387005.230225
  nChanged 361
		SP:Iteration 4F (37513.920000 sec): 3 clusters
  Score: Raw -390096.447769 + Penalty 2801.125225 = -387295.322544
  nChanged 282
		SP:Iteration 5F (37514.090000 sec): 3 clusters
  Score: Raw -390287.015649 + Penalty 2801.125225 = -387485.890424
  nChanged 206
		SP:Iteration 6Q (37514.260000 sec): 3 clusters
  Score: Raw -390411.089779 + Penalty 2801.125225 = -387609.964554
  nChanged 160
		SP:Iteration 7Q (37514.430000 sec): 3 clusters
  Score: Raw -390491.625215 + Penalty 2801.125225 = -387690.499990
  nChanged 140
		SP:Iteration 8Q (37514.600000 sec): 3 clusters
  Score: Raw -390563.705518 + Penalty 2801.125225 = -387762.580293
  nChanged 125
		SP:Iteration 9Q (37514.770000 sec): 3 clusters
  Score: Raw -390633.559697 + Penalty 2801.125225 = -387832.434473
  nChanged 111
		SP:Iteration 10Q (37514.940000 sec): 3 clusters
  Score: Raw -390679.986697 + Penalty 2801.125225 = -387878.861473
  nChanged 84
		SP:Iteration 11Q (37515.110000 sec): 3 clusters
  Score: Raw -390717.661997 + Penalty 2801.125225 = -387916.536772
  nChanged 84
		SP:Iteration 12Q (37515.290000 sec): 3 clusters
  Score: Raw -390744.807504 + Penalty 2801.125225 = -387943.682279
  nChanged 70
		SP:Iteration 13Q (37515.490000 sec): 3 clusters
  Score: Raw -390765.367009 + Penalty 2801.125225 = -387964.241784
  nChanged 57
		SP:Iteration 14Q (37515.660000 sec): 3 clusters
  Score: Raw -390783.657896 + Penalty 2801.125225 = -387982.532671
  nChanged 55
		SP:Iteration 15Q (37515.800000 sec): 3 clusters
  Score: Raw -390804.312970 + Penalty 2801.125225 = -388003.187746
  nChanged 59
		SP:Iteration 16Q (37515.980000 sec): 3 clusters
  Score: Raw -390825.400655 + Penalty 2801.125225 = -388024.275431
  nChanged 57
		SP:Iteration 17Q (37516.150000 sec): 3 clusters
  Score: Raw -390845.328778 + Penalty 2801.125225 = -388044.203553
  nChanged 59
		SP:Iteration 18Q (37516.320000 sec): 3 clusters
  Score: Raw -390866.385136 + Penalty 2801.125225 = -388065.259911
  nChanged 48
		SP:Iteration 19Q (37516.490000 sec): 3 clusters
  Score: Raw -390881.087610 + Penalty 2801.125225 = -388079.962386
  nChanged 41
		SP:Iteration 20F (37516.660000 sec): 3 clusters
  Score: Raw -390892.250008 + Penalty 2801.125225 = -388091.124783
  nChanged 39
		SP:Iteration 21Q (37516.830000 sec): 3 clusters
  Score: Raw -390906.384635 + Penalty 2801.125225 = -388105.259410
  nChanged 38
		SP:Iteration 22Q (37517.000000 sec): 3 clusters
  Score: Raw -390921.117452 + Penalty 2801.125225 = -388119.992228
  nChanged 43
		SP:Iteration 23Q (37517.170000 sec): 3 clusters
  Score: Raw -390938.532430 + Penalty 2801.125225 = -388137.407206
  nChanged 49
		SP:Iteration 24Q (37517.350000 sec): 3 clusters
  Score: Raw -390951.823656 + Penalty 2801.125225 = -388150.698431
  nChanged 38
		SP:Iteration 25Q (37517.510000 sec): 3 clusters
  Score: Raw -390962.983410 + Penalty 2801.125225 = -388161.858186
  nChanged 29
		SP:Iteration 26Q (37517.690000 sec): 3 clusters
  Score: Raw -390972.430892 + Penalty 2801.125225 = -388171.305667
  nChanged 30
		SP:Iteration 27Q (37517.860000 sec): 3 clusters
  Score: Raw -390980.467930 + Penalty 2801.125225 = -388179.342705
  nChanged 34
		SP:Iteration 28Q (37518.030000 sec): 3 clusters
  Score: Raw -390988.682716 + Penalty 2801.125225 = -388187.557491
  nChanged 27
		SP:Iteration 29Q (37518.200000 sec): 3 clusters
  Score: Raw -390996.751588 + Penalty 2801.125225 = -388195.626363
  nChanged 32
		SP:Iteration 30Q (37518.370000 sec): 3 clusters
  Score: Raw -391006.828741 + Penalty 2801.125225 = -388205.703517
  nChanged 28
		SP:Iteration 31Q (37518.540000 sec): 3 clusters
  Score: Raw -391014.317205 + Penalty 2801.125225 = -388213.191980
  nChanged 19
		SP:Iteration 32Q (37518.710000 sec): 3 clusters
  Score: Raw -391018.520211 + Penalty 2801.125225 = -388217.394987
  nChanged 18
		SP:Iteration 33Q (37518.880000 sec): 3 clusters
  Score: Raw -391022.582752 + Penalty 2801.125225 = -388221.457528
  nChanged 10
		SP:Iteration 34Q (37519.050000 sec): 3 clusters
  Score: Raw -391024.793538 + Penalty 2801.125225 = -388223.668313
  nChanged 9
		SP:Iteration 35Q (37519.230000 sec): 3 clusters
  Score: Raw -391026.925497 + Penalty 2801.125225 = -388225.800272
  nChanged 8
		SP:Iteration 36Q (37519.400000 sec): 3 clusters
  Score: Raw -391029.280331 + Penalty 2801.125225 = -388228.155106
  nChanged 10
		SP:Iteration 37Q (37519.570000 sec): 3 clusters
  Score: Raw -391032.629444 + Penalty 2801.125225 = -388231.504219
  nChanged 12
		SP:Iteration 38Q (37519.740000 sec): 3 clusters
  Score: Raw -391036.857211 + Penalty 2801.125225 = -388235.731987
  nChanged 11
		SP:Iteration 39Q (37519.880000 sec): 3 clusters
  Score: Raw -391040.029392 + Penalty 2801.125225 = -388238.904168
  nChanged 15
		SP:Iteration 40F (37520.090000 sec): 3 clusters
  Score: Raw -391043.667762 + Penalty 2801.125225 = -388242.542537
  nChanged 19
		SP:Iteration 41Q (37520.260000 sec): 3 clusters
  Score: Raw -391048.917861 + Penalty 2801.125225 = -388247.792637
  nChanged 14
		SP:Iteration 42Q (37520.390000 sec): 3 clusters
  Score: Raw -391054.512921 + Penalty 2801.125225 = -388253.387696
  nChanged 22
		SP:Iteration 43Q (37520.490000 sec): 3 clusters
  Score: Raw -391060.111131 + Penalty 2801.125225 = -388258.985906
  nChanged 11
		SP:Iteration 44Q (37520.700000 sec): 3 clusters
  Score: Raw -391062.214848 + Penalty 2801.125225 = -388261.089623
  nChanged 8
		SP:Iteration 45Q (37520.870000 sec): 3 clusters
  Score: Raw -391064.280330 + Penalty 2801.125225 = -388263.155106
  nChanged 11
		SP:Iteration 46Q (37521.060000 sec): 3 clusters
  Score: Raw -391066.856651 + Penalty 2801.125225 = -388265.731427
  nChanged 11
		SP:Iteration 47Q (37521.240000 sec): 3 clusters
  Score: Raw -391069.675559 + Penalty 2801.125225 = -388268.550335
  nChanged 8
		SP:Iteration 48Q (37521.380000 sec): 3 clusters
  Score: Raw -391071.109337 + Penalty 2801.125225 = -388269.984112
  nChanged 6
		SP:Iteration 49Q (37521.560000 sec): 3 clusters
  Score: Raw -391072.277196 + Penalty 2801.125225 = -388271.151971
  nChanged 6
		SP:Iteration 50Q (37521.730000 sec): 3 clusters
  Score: Raw -391073.053613 + Penalty 2801.125225 = -388271.928388
  nChanged 7
		SP:Iteration 51Q (37521.900000 sec): 3 clusters
  Score: Raw -391074.412912 + Penalty 2801.125225 = -388273.287687
  nChanged 11
		SP:Iteration 52Q (37522.070000 sec): 3 clusters
  Score: Raw -391076.663868 + Penalty 2801.125225 = -388275.538643
  nChanged 8
		SP:Iteration 53Q (37522.240000 sec): 3 clusters
  Score: Raw -391078.288799 + Penalty 2801.125225 = -388277.163574
  nChanged 5
		SP:Iteration 54Q (37522.410000 sec): 3 clusters
  Score: Raw -391079.194447 + Penalty 2801.125225 = -388278.069223
  nChanged 5
		SP:Iteration 55Q (37522.580000 sec): 3 clusters
  Score: Raw -391080.022770 + Penalty 2801.125225 = -388278.897545
  nChanged 3
		SP:Iteration 56Q (37522.750000 sec): 3 clusters
  Score: Raw -391080.352989 + Penalty 2801.125225 = -388279.227765
  nChanged 2
		SP:Iteration 57Q (37522.930000 sec): 3 clusters
  Score: Raw -391080.705688 + Penalty 2801.125225 = -388279.580463
  nChanged 3
		SP:Iteration 58Q (37523.100000 sec): 3 clusters
  Score: Raw -391080.962652 + Penalty 2801.125225 = -388279.837427
  nChanged 0
		SP:Iteration 59F (37523.270000 sec): 3 clusters
  Score: Raw -391080.962652 + Penalty 2801.125225 = -388279.837427
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (6724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37523.360000 sec): 2 clusters
  Score: Raw -515654.151120 + Penalty 1432.183755 = -514221.967365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37523.580000 sec): 3 clusters
  Score: Raw -512026.412483 + Penalty 2864.367511 = -509162.044972
  nChanged 2834
		SP:Iteration 1F (37523.780000 sec): 3 clusters
  Score: Raw -513854.207204 + Penalty 2864.367511 = -510989.839693
  nChanged 546
		SP:Iteration 2F (37523.980000 sec): 3 clusters
  Score: Raw -514244.688871 + Penalty 2864.367511 = -511380.321360
  nChanged 472
		SP:Iteration 3F (37524.190000 sec): 3 clusters
  Score: Raw -514572.339445 + Penalty 2864.367511 = -511707.971934
  nChanged 393
		SP:Iteration 4F (37524.400000 sec): 3 clusters
  Score: Raw -514834.530084 + Penalty 2864.367511 = -511970.162574
  nChanged 347
		SP:Iteration 5F (37524.600000 sec): 3 clusters
  Score: Raw -515059.421364 + Penalty 2864.367511 = -512195.053854
  nChanged 286
		SP:Iteration 6Q (37524.810000 sec): 3 clusters
  Score: Raw -515248.654990 + Penalty 2864.367511 = -512384.287479
  nChanged 254
		SP:Iteration 7Q (37525.010000 sec): 3 clusters
  Score: Raw -515396.859646 + Penalty 2864.367511 = -512532.492135
  nChanged 201
		SP:Iteration 8Q (37525.220000 sec): 3 clusters
  Score: Raw -515493.691071 + Penalty 2864.367511 = -512629.323560
  nChanged 181
		SP:Iteration 9Q (37525.440000 sec): 3 clusters
  Score: Raw -515568.411283 + Penalty 2864.367511 = -512704.043772
  nChanged 135
		SP:Iteration 10Q (37525.680000 sec): 3 clusters
  Score: Raw -515622.326967 + Penalty 2864.367511 = -512757.959456
  nChanged 114
		SP:Iteration 11Q (37525.800000 sec): 3 clusters
  Score: Raw -515664.978339 + Penalty 2864.367511 = -512800.610828
  nChanged 98
		SP:Iteration 12Q (37526.020000 sec): 3 clusters
  Score: Raw -515699.013369 + Penalty 2864.367511 = -512834.645858
  nChanged 84
		SP:Iteration 13Q (37526.220000 sec): 3 clusters
  Score: Raw -515727.575365 + Penalty 2864.367511 = -512863.207854
  nChanged 67
		SP:Iteration 14Q (37526.430000 sec): 3 clusters
  Score: Raw -515744.915144 + Penalty 2864.367511 = -512880.547634
  nChanged 60
		SP:Iteration 15Q (37526.630000 sec): 3 clusters
  Score: Raw -515765.669653 + Penalty 2864.367511 = -512901.302143
  nChanged 66
		SP:Iteration 16Q (37526.840000 sec): 3 clusters
  Score: Raw -515790.332321 + Penalty 2864.367511 = -512925.964810
  nChanged 59
		SP:Iteration 17Q (37527.040000 sec): 3 clusters
  Score: Raw -515812.875243 + Penalty 2864.367511 = -512948.507732
  nChanged 63
		SP:Iteration 18Q (37527.240000 sec): 3 clusters
  Score: Raw -515837.519616 + Penalty 2864.367511 = -512973.152105
  nChanged 63
		SP:Iteration 19Q (37527.460000 sec): 3 clusters
  Score: Raw -515865.772567 + Penalty 2864.367511 = -513001.405056
  nChanged 65
		SP:Iteration 20F (37527.610000 sec): 3 clusters
  Score: Raw -515895.607345 + Penalty 2864.367511 = -513031.239834
  nChanged 59
		SP:Iteration 21Q (37527.830000 sec): 3 clusters
  Score: Raw -515918.176995 + Penalty 2864.367511 = -513053.809484
  nChanged 58
		SP:Iteration 22Q (37528.030000 sec): 3 clusters
  Score: Raw -515943.152373 + Penalty 2864.367511 = -513078.784862
  nChanged 66
		SP:Iteration 23Q (37528.240000 sec): 3 clusters
  Score: Raw -515969.786618 + Penalty 2864.367511 = -513105.419107
  nChanged 68
		SP:Iteration 24Q (37528.440000 sec): 3 clusters
  Score: Raw -515994.284882 + Penalty 2864.367511 = -513129.917371
  nChanged 57
		SP:Iteration 25Q (37528.640000 sec): 3 clusters
  Score: Raw -516013.585804 + Penalty 2864.367511 = -513149.218293
  nChanged 59
		SP:Iteration 26Q (37528.850000 sec): 3 clusters
  Score: Raw -516036.152583 + Penalty 2864.367511 = -513171.785073
  nChanged 58
		SP:Iteration 27Q (37529.060000 sec): 3 clusters
  Score: Raw -516058.181719 + Penalty 2864.367511 = -513193.814209
  nChanged 57
		SP:Iteration 28Q (37529.260000 sec): 3 clusters
  Score: Raw -516080.212877 + Penalty 2864.367511 = -513215.845366
  nChanged 46
		SP:Iteration 29Q (37529.470000 sec): 3 clusters
  Score: Raw -516098.192337 + Penalty 2864.367511 = -513233.824826
  nChanged 57
		SP:Iteration 30Q (37529.670000 sec): 3 clusters
  Score: Raw -516122.778908 + Penalty 2864.367511 = -513258.411397
  nChanged 60
		SP:Iteration 31Q (37529.880000 sec): 3 clusters
  Score: Raw -516147.625089 + Penalty 2864.367511 = -513283.257579
  nChanged 57
		SP:Iteration 32Q (37530.080000 sec): 3 clusters
  Score: Raw -516173.340131 + Penalty 2864.367511 = -513308.972621
  nChanged 54
		SP:Iteration 33Q (37530.290000 sec): 3 clusters
  Score: Raw -516198.222923 + Penalty 2864.367511 = -513333.855413
  nChanged 60
		SP:Iteration 34Q (37530.490000 sec): 3 clusters
  Score: Raw -516227.165607 + Penalty 2864.367511 = -513362.798096
  nChanged 62
		SP:Iteration 35Q (37530.700000 sec): 3 clusters
  Score: Raw -516255.937454 + Penalty 2864.367511 = -513391.569943
  nChanged 66
		SP:Iteration 36Q (37530.900000 sec): 3 clusters
  Score: Raw -516290.522887 + Penalty 2864.367511 = -513426.155376
  nChanged 66
		SP:Iteration 37Q (37531.110000 sec): 3 clusters
  Score: Raw -516325.640646 + Penalty 2864.367511 = -513461.273135
  nChanged 57
		SP:Iteration 38Q (37531.310000 sec): 3 clusters
  Score: Raw -516353.753630 + Penalty 2864.367511 = -513489.386119
  nChanged 50
		SP:Iteration 39Q (37531.520000 sec): 3 clusters
  Score: Raw -516382.224594 + Penalty 2864.367511 = -513517.857084
  nChanged 55
		SP:Iteration 40F (37531.720000 sec): 3 clusters
  Score: Raw -516414.484542 + Penalty 2864.367511 = -513550.117031
  nChanged 62
		SP:Iteration 41Q (37531.930000 sec): 3 clusters
  Score: Raw -516461.305509 + Penalty 2864.367511 = -513596.937998
  nChanged 61
		SP:Iteration 42Q (37532.140000 sec): 3 clusters
  Score: Raw -516494.569869 + Penalty 2864.367511 = -513630.202358
  nChanged 55
		SP:Iteration 43Q (37532.340000 sec): 3 clusters
  Score: Raw -516532.191265 + Penalty 2864.367511 = -513667.823754
  nChanged 69
		SP:Iteration 44Q (37532.540000 sec): 3 clusters
  Score: Raw -516574.051137 + Penalty 2864.367511 = -513709.683626
  nChanged 56
		SP:Iteration 45Q (37532.750000 sec): 3 clusters
  Score: Raw -516604.541866 + Penalty 2864.367511 = -513740.174355
  nChanged 50
		SP:Iteration 46Q (37532.980000 sec): 3 clusters
  Score: Raw -516631.721278 + Penalty 2864.367511 = -513767.353767
  nChanged 44
		SP:Iteration 47Q (37533.190000 sec): 3 clusters
  Score: Raw -516663.734669 + Penalty 2864.367511 = -513799.367158
  nChanged 46
		SP:Iteration 48Q (37533.370000 sec): 3 clusters
  Score: Raw -516696.435980 + Penalty 2864.367511 = -513832.068470
  nChanged 46
		SP:Iteration 49Q (37533.560000 sec): 3 clusters
  Score: Raw -516721.378785 + Penalty 2864.367511 = -513857.011274
  nChanged 38
		SP:Iteration 50Q (37533.770000 sec): 3 clusters
  Score: Raw -516740.631700 + Penalty 2864.367511 = -513876.264189
  nChanged 29
		SP:Iteration 51Q (37533.980000 sec): 3 clusters
  Score: Raw -516757.665303 + Penalty 2864.367511 = -513893.297792
  nChanged 23
		SP:Iteration 52Q (37534.180000 sec): 3 clusters
  Score: Raw -516768.260230 + Penalty 2864.367511 = -513903.892719
  nChanged 17
		SP:Iteration 53Q (37534.390000 sec): 3 clusters
  Score: Raw -516774.201623 + Penalty 2864.367511 = -513909.834113
  nChanged 9
		SP:Iteration 54Q (37534.600000 sec): 3 clusters
  Score: Raw -516776.063101 + Penalty 2864.367511 = -513911.695591
  nChanged 4
		SP:Iteration 55Q (37534.810000 sec): 3 clusters
  Score: Raw -516776.922576 + Penalty 2864.367511 = -513912.555065
  nChanged 2
		SP:Iteration 56Q (37535.020000 sec): 3 clusters
  Score: Raw -516777.341557 + Penalty 2864.367511 = -513912.974046
  nChanged 3
		SP:Iteration 57Q (37535.230000 sec): 3 clusters
  Score: Raw -516778.403453 + Penalty 2864.367511 = -513914.035942
  nChanged 5
		SP:Iteration 58Q (37535.430000 sec): 3 clusters
  Score: Raw -516779.935536 + Penalty 2864.367511 = -513915.568025
  nChanged 5
		SP:Iteration 59Q (37535.640000 sec): 3 clusters
  Score: Raw -516781.751679 + Penalty 2864.367511 = -513917.384168
  nChanged 6
		SP:Iteration 60F (37535.840000 sec): 3 clusters
  Score: Raw -516783.715112 + Penalty 2864.367511 = -513919.347601
  nChanged 3
		SP:Iteration 61Q (37536.050000 sec): 3 clusters
  Score: Raw -516784.839594 + Penalty 2864.367511 = -513920.472084
  nChanged 4
		SP:Iteration 62Q (37536.260000 sec): 3 clusters
  Score: Raw -516785.850337 + Penalty 2864.367511 = -513921.482826
  nChanged 3
		SP:Iteration 63Q (37536.460000 sec): 3 clusters
  Score: Raw -516786.324471 + Penalty 2864.367511 = -513921.956960
  nChanged 1
		SP:Iteration 64Q (37536.670000 sec): 3 clusters
  Score: Raw -516786.498709 + Penalty 2864.367511 = -513922.131198
  nChanged 1
		SP:Iteration 65Q (37536.870000 sec): 3 clusters
  Score: Raw -516786.635570 + Penalty 2864.367511 = -513922.268059
  nChanged 1
		SP:Iteration 66Q (37537.080000 sec): 3 clusters
  Score: Raw -516786.722700 + Penalty 2864.367511 = -513922.355189
  nChanged 1
		SP:Iteration 67Q (37537.280000 sec): 3 clusters
  Score: Raw -516786.958364 + Penalty 2864.367511 = -513922.590853
  nChanged 2
		SP:Iteration 68Q (37537.490000 sec): 3 clusters
  Score: Raw -516787.473603 + Penalty 2864.367511 = -513923.106092
  nChanged 2
		SP:Iteration 69Q (37537.700000 sec): 3 clusters
  Score: Raw -516787.892125 + Penalty 2864.367511 = -513923.524614
  nChanged 3
		SP:Iteration 70Q (37537.900000 sec): 3 clusters
  Score: Raw -516788.959490 + Penalty 2864.367511 = -513924.591979
  nChanged 6
		SP:Iteration 71Q (37538.110000 sec): 3 clusters
  Score: Raw -516791.145248 + Penalty 2864.367511 = -513926.777738
  nChanged 2
		SP:Iteration 72Q (37538.310000 sec): 3 clusters
  Score: Raw -516792.530601 + Penalty 2864.367511 = -513928.163090
  nChanged 1
		SP:Iteration 73Q (37538.520000 sec): 3 clusters
  Score: Raw -516793.428693 + Penalty 2864.367511 = -513929.061182
  nChanged 1
		SP:Iteration 74Q (37538.720000 sec): 3 clusters
  Score: Raw -516794.487110 + Penalty 2864.367511 = -513930.119599
  nChanged 2
		SP:Iteration 75Q (37538.930000 sec): 3 clusters
  Score: Raw -516795.170191 + Penalty 2864.367511 = -513930.802681
  nChanged 0
		SP:Iteration 76F (37539.140000 sec): 3 clusters
  Score: Raw -516795.170191 + Penalty 2864.367511 = -513930.802681
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (7679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37539.220000 sec): 2 clusters
  Score: Raw -663843.779136 + Penalty 1453.764749 = -662390.014387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37539.380000 sec): 3 clusters
  Score: Raw -659669.147284 + Penalty 2907.529498 = -656761.617786
  nChanged 3249
		SP:Iteration 1F (37539.610000 sec): 3 clusters
  Score: Raw -661730.296484 + Penalty 2907.529498 = -658822.766986
  nChanged 672
		SP:Iteration 2F (37539.810000 sec): 3 clusters
  Score: Raw -662179.080863 + Penalty 2907.529498 = -659271.551365
  nChanged 508
		SP:Iteration 3F (37540.010000 sec): 3 clusters
  Score: Raw -662523.797311 + Penalty 2907.529498 = -659616.267813
  nChanged 440
		SP:Iteration 4F (37540.210000 sec): 3 clusters
  Score: Raw -662788.491300 + Penalty 2907.529498 = -659880.961802
  nChanged 359
		SP:Iteration 5Q (37540.410000 sec): 3 clusters
  Score: Raw -663016.139549 + Penalty 2907.529498 = -660108.610051
  nChanged 314
		SP:Iteration 6Q (37540.600000 sec): 3 clusters
  Score: Raw -663208.550557 + Penalty 2907.529498 = -660301.021059
  nChanged 251
		SP:Iteration 7Q (37540.800000 sec): 3 clusters
  Score: Raw -663366.491351 + Penalty 2907.529498 = -660458.961853
  nChanged 220
		SP:Iteration 8Q (37541.000000 sec): 3 clusters
  Score: Raw -663519.446566 + Penalty 2907.529498 = -660611.917068
  nChanged 200
		SP:Iteration 9Q (37541.200000 sec): 3 clusters
  Score: Raw -663689.834137 + Penalty 2907.529498 = -660782.304639
  nChanged 210
		SP:Iteration 10Q (37541.400000 sec): 3 clusters
  Score: Raw -663848.713546 + Penalty 2907.529498 = -660941.184048
  nChanged 185
		SP:Iteration 11Q (37541.600000 sec): 3 clusters
  Score: Raw -663969.922567 + Penalty 2907.529498 = -661062.393069
  nChanged 184
		SP:Iteration 12Q (37541.800000 sec): 3 clusters
  Score: Raw -664078.491196 + Penalty 2907.529498 = -661170.961698
  nChanged 170
		SP:Iteration 13Q (37542.000000 sec): 3 clusters
  Score: Raw -664170.470344 + Penalty 2907.529498 = -661262.940846
  nChanged 124
		SP:Iteration 14Q (37542.200000 sec): 3 clusters
  Score: Raw -664229.918571 + Penalty 2907.529498 = -661322.389073
  nChanged 110
		SP:Iteration 15Q (37542.390000 sec): 3 clusters
  Score: Raw -664291.905482 + Penalty 2907.529498 = -661384.375984
  nChanged 106
		SP:Iteration 16Q (37542.590000 sec): 3 clusters
  Score: Raw -664352.579912 + Penalty 2907.529498 = -661445.050414
  nChanged 91
		SP:Iteration 17Q (37542.790000 sec): 3 clusters
  Score: Raw -664407.262516 + Penalty 2907.529498 = -661499.733018
  nChanged 81
		SP:Iteration 18Q (37542.990000 sec): 3 clusters
  Score: Raw -664451.294029 + Penalty 2907.529498 = -661543.764531
  nChanged 73
		SP:Iteration 19Q (37543.190000 sec): 3 clusters
  Score: Raw -664495.686837 + Penalty 2907.529498 = -661588.157339
  nChanged 57
		SP:Iteration 20F (37543.390000 sec): 3 clusters
  Score: Raw -664525.619827 + Penalty 2907.529498 = -661618.090329
  nChanged 52
		SP:Iteration 21Q (37543.590000 sec): 3 clusters
  Score: Raw -664551.892534 + Penalty 2907.529498 = -661644.363036
  nChanged 41
		SP:Iteration 22Q (37543.780000 sec): 3 clusters
  Score: Raw -664574.658616 + Penalty 2907.529498 = -661667.129118
  nChanged 43
		SP:Iteration 23Q (37543.980000 sec): 3 clusters
  Score: Raw -664598.593285 + Penalty 2907.529498 = -661691.063787
  nChanged 36
		SP:Iteration 24Q (37544.180000 sec): 3 clusters
  Score: Raw -664625.145929 + Penalty 2907.529498 = -661717.616431
  nChanged 39
		SP:Iteration 25Q (37544.380000 sec): 3 clusters
  Score: Raw -664649.959591 + Penalty 2907.529498 = -661742.430093
  nChanged 25
		SP:Iteration 26Q (37544.580000 sec): 3 clusters
  Score: Raw -664665.559724 + Penalty 2907.529498 = -661758.030226
  nChanged 24
		SP:Iteration 27Q (37544.780000 sec): 3 clusters
  Score: Raw -664676.790163 + Penalty 2907.529498 = -661769.260665
  nChanged 11
		SP:Iteration 28Q (37544.980000 sec): 3 clusters
  Score: Raw -664682.097432 + Penalty 2907.529498 = -661774.567934
  nChanged 13
		SP:Iteration 29Q (37545.180000 sec): 3 clusters
  Score: Raw -664688.561106 + Penalty 2907.529498 = -661781.031608
  nChanged 13
		SP:Iteration 30Q (37545.380000 sec): 3 clusters
  Score: Raw -664694.683259 + Penalty 2907.529498 = -661787.153761
  nChanged 12
		SP:Iteration 31Q (37545.580000 sec): 3 clusters
  Score: Raw -664702.789586 + Penalty 2907.529498 = -661795.260088
  nChanged 20
		SP:Iteration 32Q (37545.770000 sec): 3 clusters
  Score: Raw -664714.675571 + Penalty 2907.529498 = -661807.146073
  nChanged 17
		SP:Iteration 33Q (37545.970000 sec): 3 clusters
  Score: Raw -664724.346232 + Penalty 2907.529498 = -661816.816734
  nChanged 14
		SP:Iteration 34Q (37546.170000 sec): 3 clusters
  Score: Raw -664731.208871 + Penalty 2907.529498 = -661823.679373
  nChanged 13
		SP:Iteration 35Q (37546.370000 sec): 3 clusters
  Score: Raw -664738.299191 + Penalty 2907.529498 = -661830.769693
  nChanged 13
		SP:Iteration 36Q (37546.560000 sec): 3 clusters
  Score: Raw -664747.878196 + Penalty 2907.529498 = -661840.348698
  nChanged 14
		SP:Iteration 37Q (37546.760000 sec): 3 clusters
  Score: Raw -664756.972493 + Penalty 2907.529498 = -661849.442995
  nChanged 7
		SP:Iteration 38Q (37546.920000 sec): 3 clusters
  Score: Raw -664758.811068 + Penalty 2907.529498 = -661851.281570
  nChanged 2
		SP:Iteration 39Q (37547.120000 sec): 3 clusters
  Score: Raw -664759.166862 + Penalty 2907.529498 = -661851.637364
  nChanged 0
		SP:Iteration 40F (37547.310000 sec): 3 clusters
  Score: Raw -664759.166862 + Penalty 2907.529498 = -661851.637364
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (4949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37547.440000 sec): 2 clusters
  Score: Raw -419000.619942 + Penalty 1382.377882 = -417618.242060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37547.620000 sec): 3 clusters
  Score: Raw -416487.553913 + Penalty 2764.755765 = -413722.798148
  nChanged 1990
		SP:Iteration 1F (37547.790000 sec): 3 clusters
  Score: Raw -417576.821226 + Penalty 2764.755765 = -414812.065461
  nChanged 404
		SP:Iteration 2F (37547.970000 sec): 3 clusters
  Score: Raw -417872.049504 + Penalty 2764.755765 = -415107.293739
  nChanged 346
		SP:Iteration 3F (37548.140000 sec): 3 clusters
  Score: Raw -418123.306587 + Penalty 2764.755765 = -415358.550822
  nChanged 310
		SP:Iteration 4F (37548.320000 sec): 3 clusters
  Score: Raw -418350.962316 + Penalty 2764.755765 = -415586.206551
  nChanged 264
		SP:Iteration 5F (37548.490000 sec): 3 clusters
  Score: Raw -418538.026591 + Penalty 2764.755765 = -415773.270826
  nChanged 238
		SP:Iteration 6Q (37548.670000 sec): 3 clusters
  Score: Raw -418713.769097 + Penalty 2764.755765 = -415949.013332
  nChanged 219
		SP:Iteration 7Q (37548.850000 sec): 3 clusters
  Score: Raw -418852.968938 + Penalty 2764.755765 = -416088.213173
  nChanged 183
		SP:Iteration 8Q (37549.030000 sec): 3 clusters
  Score: Raw -418954.978492 + Penalty 2764.755765 = -416190.222727
  nChanged 141
		SP:Iteration 9Q (37549.200000 sec): 3 clusters
  Score: Raw -419027.133790 + Penalty 2764.755765 = -416262.378025
  nChanged 106
		SP:Iteration 10Q (37549.370000 sec): 3 clusters
  Score: Raw -419076.917830 + Penalty 2764.755765 = -416312.162065
  nChanged 84
		SP:Iteration 11Q (37549.550000 sec): 3 clusters
  Score: Raw -419122.136080 + Penalty 2764.755765 = -416357.380315
  nChanged 79
		SP:Iteration 12Q (37549.730000 sec): 3 clusters
  Score: Raw -419163.593352 + Penalty 2764.755765 = -416398.837587
  nChanged 80
		SP:Iteration 13Q (37549.900000 sec): 3 clusters
  Score: Raw -419194.301451 + Penalty 2764.755765 = -416429.545686
  nChanged 63
		SP:Iteration 14Q (37550.070000 sec): 3 clusters
  Score: Raw -419215.140850 + Penalty 2764.755765 = -416450.385085
  nChanged 62
		SP:Iteration 15Q (37550.230000 sec): 3 clusters
  Score: Raw -419238.313519 + Penalty 2764.755765 = -416473.557754
  nChanged 52
		SP:Iteration 16Q (37550.410000 sec): 3 clusters
  Score: Raw -419265.213177 + Penalty 2764.755765 = -416500.457412
  nChanged 59
		SP:Iteration 17Q (37550.580000 sec): 3 clusters
  Score: Raw -419289.847650 + Penalty 2764.755765 = -416525.091885
  nChanged 48
		SP:Iteration 18Q (37550.750000 sec): 3 clusters
  Score: Raw -419309.180985 + Penalty 2764.755765 = -416544.425220
  nChanged 47
		SP:Iteration 19Q (37550.930000 sec): 3 clusters
  Score: Raw -419326.172056 + Penalty 2764.755765 = -416561.416291
  nChanged 31
		SP:Iteration 20F (37551.110000 sec): 3 clusters
  Score: Raw -419337.128366 + Penalty 2764.755765 = -416572.372601
  nChanged 35
		SP:Iteration 21Q (37551.280000 sec): 3 clusters
  Score: Raw -419347.836156 + Penalty 2764.755765 = -416583.080391
  nChanged 31
		SP:Iteration 22Q (37551.450000 sec): 3 clusters
  Score: Raw -419358.789408 + Penalty 2764.755765 = -416594.033643
  nChanged 24
		SP:Iteration 23Q (37551.630000 sec): 3 clusters
  Score: Raw -419367.043959 + Penalty 2764.755765 = -416602.288194
  nChanged 24
		SP:Iteration 24Q (37551.810000 sec): 3 clusters
  Score: Raw -419374.022378 + Penalty 2764.755765 = -416609.266614
  nChanged 23
		SP:Iteration 25Q (37551.980000 sec): 3 clusters
  Score: Raw -419382.442852 + Penalty 2764.755765 = -416617.687087
  nChanged 24
		SP:Iteration 26Q (37552.150000 sec): 3 clusters
  Score: Raw -419390.842755 + Penalty 2764.755765 = -416626.086990
  nChanged 15
		SP:Iteration 27Q (37552.330000 sec): 3 clusters
  Score: Raw -419395.100880 + Penalty 2764.755765 = -416630.345115
  nChanged 13
		SP:Iteration 28Q (37552.510000 sec): 3 clusters
  Score: Raw -419396.366510 + Penalty 2764.755765 = -416631.610745
  nChanged 9
		SP:Iteration 29Q (37552.680000 sec): 3 clusters
  Score: Raw -419397.571505 + Penalty 2764.755765 = -416632.815740
  nChanged 7
		SP:Iteration 30Q (37552.860000 sec): 3 clusters
  Score: Raw -419399.294715 + Penalty 2764.755765 = -416634.538950
  nChanged 12
		SP:Iteration 31Q (37553.030000 sec): 3 clusters
  Score: Raw -419401.558318 + Penalty 2764.755765 = -416636.802553
  nChanged 8
		SP:Iteration 32Q (37553.210000 sec): 3 clusters
  Score: Raw -419402.725954 + Penalty 2764.755765 = -416637.970190
  nChanged 4
		SP:Iteration 33Q (37553.380000 sec): 3 clusters
  Score: Raw -419403.364989 + Penalty 2764.755765 = -416638.609224
  nChanged 7
		SP:Iteration 34Q (37553.560000 sec): 3 clusters
  Score: Raw -419404.540556 + Penalty 2764.755765 = -416639.784791
  nChanged 7
		SP:Iteration 35Q (37553.730000 sec): 3 clusters
  Score: Raw -419406.714791 + Penalty 2764.755765 = -416641.959027
  nChanged 9
		SP:Iteration 36Q (37553.910000 sec): 3 clusters
  Score: Raw -419408.904411 + Penalty 2764.755765 = -416644.148647
  nChanged 16
		SP:Iteration 37Q (37554.080000 sec): 3 clusters
  Score: Raw -419411.588232 + Penalty 2764.755765 = -416646.832467
  nChanged 14
		SP:Iteration 38Q (37554.260000 sec): 3 clusters
  Score: Raw -419415.817074 + Penalty 2764.755765 = -416651.061309
  nChanged 20
		SP:Iteration 39Q (37554.430000 sec): 3 clusters
  Score: Raw -419422.309846 + Penalty 2764.755765 = -416657.554081
  nChanged 28
		SP:Iteration 40F (37554.610000 sec): 3 clusters
  Score: Raw -419430.812243 + Penalty 2764.755765 = -416666.056478
  nChanged 24
		SP:Iteration 41Q (37554.790000 sec): 3 clusters
  Score: Raw -419438.248036 + Penalty 2764.755765 = -416673.492271
  nChanged 19
		SP:Iteration 42Q (37554.960000 sec): 3 clusters
  Score: Raw -419444.514654 + Penalty 2764.755765 = -416679.758889
  nChanged 17
		SP:Iteration 43Q (37555.140000 sec): 3 clusters
  Score: Raw -419448.509127 + Penalty 2764.755765 = -416683.753362
  nChanged 16
		SP:Iteration 44Q (37555.310000 sec): 3 clusters
  Score: Raw -419451.941144 + Penalty 2764.755765 = -416687.185379
  nChanged 10
		SP:Iteration 45Q (37555.490000 sec): 3 clusters
  Score: Raw -419453.655709 + Penalty 2764.755765 = -416688.899944
  nChanged 14
		SP:Iteration 46Q (37555.670000 sec): 3 clusters
  Score: Raw -419457.127492 + Penalty 2764.755765 = -416692.371727
  nChanged 14
		SP:Iteration 47Q (37555.840000 sec): 3 clusters
  Score: Raw -419459.991154 + Penalty 2764.755765 = -416695.235389
  nChanged 13
		SP:Iteration 48Q (37556.020000 sec): 3 clusters
  Score: Raw -419462.477771 + Penalty 2764.755765 = -416697.722006
  nChanged 15
		SP:Iteration 49Q (37556.190000 sec): 3 clusters
  Score: Raw -419466.283663 + Penalty 2764.755765 = -416701.527898
  nChanged 17
		SP:Iteration 50Q (37556.370000 sec): 3 clusters
  Score: Raw -419473.402154 + Penalty 2764.755765 = -416708.646389
  nChanged 15
		SP:Iteration 51Q (37556.540000 sec): 3 clusters
  Score: Raw -419479.767938 + Penalty 2764.755765 = -416715.012173
  nChanged 17
		SP:Iteration 52Q (37556.720000 sec): 3 clusters
  Score: Raw -419486.175102 + Penalty 2764.755765 = -416721.419337
  nChanged 10
		SP:Iteration 53Q (37556.900000 sec): 3 clusters
  Score: Raw -419489.047287 + Penalty 2764.755765 = -416724.291522
  nChanged 8
		SP:Iteration 54Q (37557.070000 sec): 3 clusters
  Score: Raw -419492.299407 + Penalty 2764.755765 = -416727.543643
  nChanged 11
		SP:Iteration 55Q (37557.250000 sec): 3 clusters
  Score: Raw -419495.561549 + Penalty 2764.755765 = -416730.805784
  nChanged 14
		SP:Iteration 56Q (37557.420000 sec): 3 clusters
  Score: Raw -419499.247259 + Penalty 2764.755765 = -416734.491494
  nChanged 23
		SP:Iteration 57Q (37557.600000 sec): 3 clusters
  Score: Raw -419503.621843 + Penalty 2764.755765 = -416738.866078
  nChanged 12
		SP:Iteration 58Q (37557.780000 sec): 3 clusters
  Score: Raw -419506.850654 + Penalty 2764.755765 = -416742.094889
  nChanged 9
		SP:Iteration 59Q (37557.950000 sec): 3 clusters
  Score: Raw -419509.149455 + Penalty 2764.755765 = -416744.393690
  nChanged 5
		SP:Iteration 60F (37558.120000 sec): 3 clusters
  Score: Raw -419510.378537 + Penalty 2764.755765 = -416745.622772
  nChanged 6
		SP:Iteration 61Q (37558.300000 sec): 3 clusters
  Score: Raw -419511.791355 + Penalty 2764.755765 = -416747.035590
  nChanged 13
		SP:Iteration 62Q (37558.480000 sec): 3 clusters
  Score: Raw -419515.027931 + Penalty 2764.755765 = -416750.272166
  nChanged 14
		SP:Iteration 63Q (37558.700000 sec): 3 clusters
  Score: Raw -419518.639640 + Penalty 2764.755765 = -416753.883875
  nChanged 13
		SP:Iteration 64Q (37558.840000 sec): 3 clusters
  Score: Raw -419522.289143 + Penalty 2764.755765 = -416757.533379
  nChanged 11
		SP:Iteration 65Q (37559.020000 sec): 3 clusters
  Score: Raw -419525.388887 + Penalty 2764.755765 = -416760.633122
  nChanged 7
		SP:Iteration 66Q (37559.200000 sec): 3 clusters
  Score: Raw -419527.280602 + Penalty 2764.755765 = -416762.524837
  nChanged 4
		SP:Iteration 67Q (37559.370000 sec): 3 clusters
  Score: Raw -419528.487613 + Penalty 2764.755765 = -416763.731848
  nChanged 5
		SP:Iteration 68Q (37559.540000 sec): 3 clusters
  Score: Raw -419530.131835 + Penalty 2764.755765 = -416765.376070
  nChanged 15
		SP:Iteration 69Q (37559.720000 sec): 3 clusters
  Score: Raw -419535.209100 + Penalty 2764.755765 = -416770.453335
  nChanged 15
		SP:Iteration 70Q (37559.900000 sec): 3 clusters
  Score: Raw -419539.476380 + Penalty 2764.755765 = -416774.720615
  nChanged 15
		SP:Iteration 71Q (37560.070000 sec): 3 clusters
  Score: Raw -419544.191597 + Penalty 2764.755765 = -416779.435832
  nChanged 14
		SP:Iteration 72Q (37560.240000 sec): 3 clusters
  Score: Raw -419548.462627 + Penalty 2764.755765 = -416783.706862
  nChanged 15
		SP:Iteration 73Q (37560.420000 sec): 3 clusters
  Score: Raw -419552.472344 + Penalty 2764.755765 = -416787.716580
  nChanged 9
		SP:Iteration 74Q (37560.600000 sec): 3 clusters
  Score: Raw -419554.541919 + Penalty 2764.755765 = -416789.786154
  nChanged 12
		SP:Iteration 75Q (37560.770000 sec): 3 clusters
  Score: Raw -419558.033939 + Penalty 2764.755765 = -416793.278174
  nChanged 15
		SP:Iteration 76Q (37560.940000 sec): 3 clusters
  Score: Raw -419562.670353 + Penalty 2764.755765 = -416797.914588
  nChanged 16
		SP:Iteration 77Q (37561.120000 sec): 3 clusters
  Score: Raw -419567.343720 + Penalty 2764.755765 = -416802.587955
  nChanged 18
		SP:Iteration 78Q (37561.290000 sec): 3 clusters
  Score: Raw -419572.181993 + Penalty 2764.755765 = -416807.426228
  nChanged 10
		SP:Iteration 79Q (37561.470000 sec): 3 clusters
  Score: Raw -419576.011824 + Penalty 2764.755765 = -416811.256060
  nChanged 14
		SP:Iteration 80F (37561.640000 sec): 3 clusters
  Score: Raw -419581.441781 + Penalty 2764.755765 = -416816.686017
  nChanged 16
		SP:Iteration 81Q (37561.820000 sec): 3 clusters
  Score: Raw -419585.089856 + Penalty 2764.755765 = -416820.334091
  nChanged 10
		SP:Iteration 82Q (37562.000000 sec): 3 clusters
  Score: Raw -419587.657522 + Penalty 2764.755765 = -416822.901757
  nChanged 6
		SP:Iteration 83Q (37562.170000 sec): 3 clusters
  Score: Raw -419588.980505 + Penalty 2764.755765 = -416824.224740
  nChanged 5
		SP:Iteration 84Q (37562.340000 sec): 3 clusters
  Score: Raw -419590.350660 + Penalty 2764.755765 = -416825.594895
  nChanged 4
		SP:Iteration 85Q (37562.520000 sec): 3 clusters
  Score: Raw -419591.655766 + Penalty 2764.755765 = -416826.900001
  nChanged 4
		SP:Iteration 86Q (37562.700000 sec): 3 clusters
  Score: Raw -419592.479744 + Penalty 2764.755765 = -416827.723979
  nChanged 7
		SP:Iteration 87Q (37562.870000 sec): 3 clusters
  Score: Raw -419594.863432 + Penalty 2764.755765 = -416830.107667
  nChanged 11
		SP:Iteration 88Q (37563.050000 sec): 3 clusters
  Score: Raw -419597.213277 + Penalty 2764.755765 = -416832.457512
  nChanged 9
		SP:Iteration 89Q (37563.220000 sec): 3 clusters
  Score: Raw -419599.633870 + Penalty 2764.755765 = -416834.878105
  nChanged 15
		SP:Iteration 90Q (37563.400000 sec): 3 clusters
  Score: Raw -419603.773384 + Penalty 2764.755765 = -416839.017619
  nChanged 14
		SP:Iteration 91Q (37563.580000 sec): 3 clusters
  Score: Raw -419606.838320 + Penalty 2764.755765 = -416842.082555
  nChanged 10
		SP:Iteration 92Q (37563.750000 sec): 3 clusters
  Score: Raw -419609.531536 + Penalty 2764.755765 = -416844.775771
  nChanged 7
		SP:Iteration 93Q (37563.930000 sec): 3 clusters
  Score: Raw -419610.660099 + Penalty 2764.755765 = -416845.904334
  nChanged 8
		SP:Iteration 94Q (37564.100000 sec): 3 clusters
  Score: Raw -419612.374071 + Penalty 2764.755765 = -416847.618306
  nChanged 6
		SP:Iteration 95Q (37564.280000 sec): 3 clusters
  Score: Raw -419613.242367 + Penalty 2764.755765 = -416848.486602
  nChanged 8
		SP:Iteration 96Q (37564.450000 sec): 3 clusters
  Score: Raw -419615.001149 + Penalty 2764.755765 = -416850.245384
  nChanged 7
		SP:Iteration 97Q (37564.630000 sec): 3 clusters
  Score: Raw -419616.394781 + Penalty 2764.755765 = -416851.639016
  nChanged 4
		SP:Iteration 98Q (37564.800000 sec): 3 clusters
  Score: Raw -419617.418631 + Penalty 2764.755765 = -416852.662866
  nChanged 8
		SP:Iteration 99Q (37564.980000 sec): 3 clusters
  Score: Raw -419619.437214 + Penalty 2764.755765 = -416854.681449
  nChanged 10
		SP:Iteration 100F (37565.150000 sec): 3 clusters
  Score: Raw -419621.888012 + Penalty 2764.755765 = -416857.132247
  nChanged 10
		SP:Iteration 101Q (37565.330000 sec): 3 clusters
  Score: Raw -419623.966363 + Penalty 2764.755765 = -416859.210598
  nChanged 5
		SP:Iteration 102Q (37565.500000 sec): 3 clusters
  Score: Raw -419625.009203 + Penalty 2764.755765 = -416860.253438
  nChanged 4
		SP:Iteration 103Q (37565.680000 sec): 3 clusters
  Score: Raw -419626.045183 + Penalty 2764.755765 = -416861.289418
  nChanged 4
		SP:Iteration 104Q (37565.850000 sec): 3 clusters
  Score: Raw -419627.402356 + Penalty 2764.755765 = -416862.646591
  nChanged 7
		SP:Iteration 105Q (37566.030000 sec): 3 clusters
  Score: Raw -419629.273028 + Penalty 2764.755765 = -416864.517263
  nChanged 6
		SP:Iteration 106Q (37566.200000 sec): 3 clusters
  Score: Raw -419630.539006 + Penalty 2764.755765 = -416865.783241
  nChanged 6
		SP:Iteration 107Q (37566.380000 sec): 3 clusters
  Score: Raw -419631.715475 + Penalty 2764.755765 = -416866.959710
  nChanged 6
		SP:Iteration 108Q (37566.540000 sec): 3 clusters
  Score: Raw -419633.697486 + Penalty 2764.755765 = -416868.941721
  nChanged 9
		SP:Iteration 109Q (37566.720000 sec): 3 clusters
  Score: Raw -419636.930482 + Penalty 2764.755765 = -416872.174718
  nChanged 18
		SP:Iteration 110Q (37566.890000 sec): 3 clusters
  Score: Raw -419644.047880 + Penalty 2764.755765 = -416879.292115
  nChanged 18
		SP:Iteration 111Q (37567.060000 sec): 3 clusters
  Score: Raw -419650.045507 + Penalty 2764.755765 = -416885.289742
  nChanged 20
		SP:Iteration 112Q (37567.240000 sec): 3 clusters
  Score: Raw -419655.166597 + Penalty 2764.755765 = -416890.410832
  nChanged 20
		SP:Iteration 113Q (37567.420000 sec): 3 clusters
  Score: Raw -419663.760887 + Penalty 2764.755765 = -416899.005122
  nChanged 30
		SP:Iteration 114Q (37567.590000 sec): 3 clusters
  Score: Raw -419679.954211 + Penalty 2764.755765 = -416915.198447
  nChanged 37
		SP:Iteration 115Q (37567.770000 sec): 3 clusters
  Score: Raw -419700.122870 + Penalty 2764.755765 = -416935.367105
  nChanged 37
		SP:Iteration 116Q (37567.940000 sec): 3 clusters
  Score: Raw -419716.104427 + Penalty 2764.755765 = -416951.348662
  nChanged 40
		SP:Iteration 117Q (37568.120000 sec): 3 clusters
  Score: Raw -419735.789803 + Penalty 2764.755765 = -416971.034038
  nChanged 34
		SP:Iteration 118Q (37568.300000 sec): 3 clusters
  Score: Raw -419748.470881 + Penalty 2764.755765 = -416983.715116
  nChanged 43
		SP:Iteration 119Q (37568.470000 sec): 3 clusters
  Score: Raw -419769.007712 + Penalty 2764.755765 = -417004.251947
  nChanged 41
		SP:Iteration 120F (37568.650000 sec): 3 clusters
  Score: Raw -419786.306441 + Penalty 2764.755765 = -417021.550676
  nChanged 33
		SP:Iteration 121Q (37568.820000 sec): 3 clusters
  Score: Raw -419801.075989 + Penalty 2764.755765 = -417036.320224
  nChanged 24
		SP:Iteration 122Q (37569.000000 sec): 3 clusters
  Score: Raw -419810.026632 + Penalty 2764.755765 = -417045.270867
  nChanged 24
		SP:Iteration 123Q (37569.170000 sec): 3 clusters
  Score: Raw -419818.252317 + Penalty 2764.755765 = -417053.496552
  nChanged 22
		SP:Iteration 124Q (37569.350000 sec): 3 clusters
  Score: Raw -419825.664370 + Penalty 2764.755765 = -417060.908605
  nChanged 18
		SP:Iteration 125Q (37569.520000 sec): 3 clusters
  Score: Raw -419832.780990 + Penalty 2764.755765 = -417068.025225
  nChanged 19
		SP:Iteration 126Q (37569.700000 sec): 3 clusters
  Score: Raw -419840.945955 + Penalty 2764.755765 = -417076.190190
  nChanged 17
		SP:Iteration 127Q (37569.880000 sec): 3 clusters
  Score: Raw -419845.449984 + Penalty 2764.755765 = -417080.694219
  nChanged 17
		SP:Iteration 128Q (37570.050000 sec): 3 clusters
  Score: Raw -419851.183034 + Penalty 2764.755765 = -417086.427269
  nChanged 13
		SP:Iteration 129Q (37570.230000 sec): 3 clusters
  Score: Raw -419853.816557 + Penalty 2764.755765 = -417089.060792
  nChanged 5
		SP:Iteration 130Q (37570.400000 sec): 3 clusters
  Score: Raw -419854.781796 + Penalty 2764.755765 = -417090.026031
  nChanged 4
		SP:Iteration 131Q (37570.580000 sec): 3 clusters
  Score: Raw -419855.485397 + Penalty 2764.755765 = -417090.729632
  nChanged 4
		SP:Iteration 132Q (37570.750000 sec): 3 clusters
  Score: Raw -419857.220181 + Penalty 2764.755765 = -417092.464417
  nChanged 5
		SP:Iteration 133Q (37570.980000 sec): 3 clusters
  Score: Raw -419858.333560 + Penalty 2764.755765 = -417093.577795
  nChanged 3
		SP:Iteration 134Q (37571.160000 sec): 3 clusters
  Score: Raw -419858.873760 + Penalty 2764.755765 = -417094.117995
  nChanged 3
		SP:Iteration 135Q (37571.300000 sec): 3 clusters
  Score: Raw -419859.149510 + Penalty 2764.755765 = -417094.393746
  nChanged 1
		SP:Iteration 136Q (37571.480000 sec): 3 clusters
  Score: Raw -419859.213366 + Penalty 2764.755765 = -417094.457601
  nChanged 2
		SP:Iteration 137Q (37571.680000 sec): 3 clusters
  Score: Raw -419859.800300 + Penalty 2764.755765 = -417095.044535
  nChanged 0
		SP:Iteration 138F (37571.880000 sec): 3 clusters
  Score: Raw -419859.800300 + Penalty 2764.755765 = -417095.044535
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (14213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37572.040000 sec): 2 clusters
  Score: Raw -1220762.786382 + Penalty 1553.810752 = -1219208.975630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37572.320000 sec): 3 clusters
  Score: Raw -1212381.238494 + Penalty 3107.621503 = -1209273.616990
  nChanged 6382
		SP:Iteration 1F (37572.600000 sec): 3 clusters
  Score: Raw -1216152.733739 + Penalty 3107.621503 = -1213045.112236
  nChanged 1066
		SP:Iteration 2F (37572.870000 sec): 3 clusters
  Score: Raw -1216840.623732 + Penalty 3107.621503 = -1213733.002228
  nChanged 1027
		SP:Iteration 3F (37573.150000 sec): 3 clusters
  Score: Raw -1217471.462791 + Penalty 3107.621503 = -1214363.841288
  nChanged 883
		SP:Iteration 4F (37573.430000 sec): 3 clusters
  Score: Raw -1218045.281722 + Penalty 3107.621503 = -1214937.660219
  nChanged 805
		SP:Iteration 5F (37573.710000 sec): 3 clusters
  Score: Raw -1218580.824072 + Penalty 3107.621503 = -1215473.202568
  nChanged 763
		SP:Iteration 6F (37573.980000 sec): 3 clusters
  Score: Raw -1219076.348316 + Penalty 3107.621503 = -1215968.726812
  nChanged 636
		SP:Iteration 7Q (37574.260000 sec): 3 clusters
  Score: Raw -1219440.915687 + Penalty 3107.621503 = -1216333.294184
  nChanged 587
		SP:Iteration 8Q (37574.550000 sec): 3 clusters
  Score: Raw -1219772.998456 + Penalty 3107.621503 = -1216665.376953
  nChanged 574
		SP:Iteration 9Q (37574.830000 sec): 3 clusters
  Score: Raw -1220091.362649 + Penalty 3107.621503 = -1216983.741145
  nChanged 475
		SP:Iteration 10Q (37575.110000 sec): 3 clusters
  Score: Raw -1220344.941705 + Penalty 3107.621503 = -1217237.320201
  nChanged 411
		SP:Iteration 11Q (37575.390000 sec): 3 clusters
  Score: Raw -1220561.725542 + Penalty 3107.621503 = -1217454.104039
  nChanged 363
		SP:Iteration 12Q (37575.640000 sec): 3 clusters
  Score: Raw -1220724.914686 + Penalty 3107.621503 = -1217617.293183
  nChanged 288
		SP:Iteration 13Q (37575.920000 sec): 3 clusters
  Score: Raw -1220834.901363 + Penalty 3107.621503 = -1217727.279859
  nChanged 232
		SP:Iteration 14Q (37576.200000 sec): 3 clusters
  Score: Raw -1220903.736781 + Penalty 3107.621503 = -1217796.115278
  nChanged 158
		SP:Iteration 15Q (37576.470000 sec): 3 clusters
  Score: Raw -1220941.075538 + Penalty 3107.621503 = -1217833.454034
  nChanged 127
		SP:Iteration 16Q (37576.750000 sec): 3 clusters
  Score: Raw -1220962.963743 + Penalty 3107.621503 = -1217855.342240
  nChanged 83
		SP:Iteration 17Q (37577.030000 sec): 3 clusters
  Score: Raw -1220975.987021 + Penalty 3107.621503 = -1217868.365518
  nChanged 65
		SP:Iteration 18Q (37577.310000 sec): 3 clusters
  Score: Raw -1220984.044993 + Penalty 3107.621503 = -1217876.423490
  nChanged 47
		SP:Iteration 19Q (37577.590000 sec): 3 clusters
  Score: Raw -1220988.941053 + Penalty 3107.621503 = -1217881.319549
  nChanged 37
		SP:Iteration 20F (37577.870000 sec): 3 clusters
  Score: Raw -1220992.641336 + Penalty 3107.621503 = -1217885.019833
  nChanged 27
		SP:Iteration 21Q (37578.150000 sec): 3 clusters
  Score: Raw -1220994.497350 + Penalty 3107.621503 = -1217886.875847
  nChanged 17
		SP:Iteration 22Q (37578.430000 sec): 3 clusters
  Score: Raw -1220995.769104 + Penalty 3107.621503 = -1217888.147600
  nChanged 14
		SP:Iteration 23Q (37578.710000 sec): 3 clusters
  Score: Raw -1220996.586010 + Penalty 3107.621503 = -1217888.964507
  nChanged 9
		SP:Iteration 24Q (37578.980000 sec): 3 clusters
  Score: Raw -1220997.129674 + Penalty 3107.621503 = -1217889.508170
  nChanged 5
		SP:Iteration 25Q (37579.260000 sec): 3 clusters
  Score: Raw -1220997.457045 + Penalty 3107.621503 = -1217889.835542
  nChanged 2
		SP:Iteration 26Q (37579.540000 sec): 3 clusters
  Score: Raw -1220997.552293 + Penalty 3107.621503 = -1217889.930790
  nChanged 0
		SP:Iteration 27F (37579.820000 sec): 3 clusters
  Score: Raw -1220997.552293 + Penalty 3107.621503 = -1217889.930790
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (4750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37579.920000 sec): 2 clusters
  Score: Raw -350428.295418 + Penalty 1375.708733 = -349052.586685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37580.090000 sec): 3 clusters
  Score: Raw -348047.894825 + Penalty 2751.417467 = -345296.477359
  nChanged 1879
		SP:Iteration 1F (37580.320000 sec): 3 clusters
  Score: Raw -349301.670964 + Penalty 2751.417467 = -346550.253498
  nChanged 473
		SP:Iteration 2F (37580.460000 sec): 3 clusters
  Score: Raw -349730.309361 + Penalty 2751.417467 = -346978.891894
  nChanged 383
		SP:Iteration 3F (37580.670000 sec): 3 clusters
  Score: Raw -350067.380707 + Penalty 2751.417467 = -347315.963240
  nChanged 305
		SP:Iteration 4F (37580.850000 sec): 3 clusters
  Score: Raw -350324.517012 + Penalty 2751.417467 = -347573.099546
  nChanged 254
		SP:Iteration 5F (37581.000000 sec): 3 clusters
  Score: Raw -350525.274556 + Penalty 2751.417467 = -347773.857089
  nChanged 206
		SP:Iteration 6Q (37581.170000 sec): 3 clusters
  Score: Raw -350657.548951 + Penalty 2751.417467 = -347906.131484
  nChanged 154
		SP:Iteration 7Q (37581.350000 sec): 3 clusters
  Score: Raw -350748.295149 + Penalty 2751.417467 = -347996.877682
  nChanged 119
		SP:Iteration 8Q (37581.530000 sec): 3 clusters
  Score: Raw -350801.682205 + Penalty 2751.417467 = -348050.264738
  nChanged 96
		SP:Iteration 9Q (37581.700000 sec): 3 clusters
  Score: Raw -350838.276467 + Penalty 2751.417467 = -348086.859001
  nChanged 66
		SP:Iteration 10Q (37581.880000 sec): 3 clusters
  Score: Raw -350864.417358 + Penalty 2751.417467 = -348112.999892
  nChanged 57
		SP:Iteration 11Q (37582.050000 sec): 3 clusters
  Score: Raw -350884.733363 + Penalty 2751.417467 = -348133.315896
  nChanged 52
		SP:Iteration 12Q (37582.230000 sec): 3 clusters
  Score: Raw -350901.250934 + Penalty 2751.417467 = -348149.833467
  nChanged 37
		SP:Iteration 13Q (37582.410000 sec): 3 clusters
  Score: Raw -350913.581539 + Penalty 2751.417467 = -348162.164072
  nChanged 28
		SP:Iteration 14Q (37582.580000 sec): 3 clusters
  Score: Raw -350921.530087 + Penalty 2751.417467 = -348170.112621
  nChanged 21
		SP:Iteration 15Q (37582.760000 sec): 3 clusters
  Score: Raw -350928.234940 + Penalty 2751.417467 = -348176.817473
  nChanged 21
		SP:Iteration 16Q (37582.930000 sec): 3 clusters
  Score: Raw -350932.552298 + Penalty 2751.417467 = -348181.134831
  nChanged 16
		SP:Iteration 17Q (37583.110000 sec): 3 clusters
  Score: Raw -350936.609754 + Penalty 2751.417467 = -348185.192288
  nChanged 10
		SP:Iteration 18Q (37583.290000 sec): 3 clusters
  Score: Raw -350939.511598 + Penalty 2751.417467 = -348188.094132
  nChanged 18
		SP:Iteration 19Q (37583.460000 sec): 3 clusters
  Score: Raw -350944.372899 + Penalty 2751.417467 = -348192.955433
  nChanged 25
		SP:Iteration 20F (37583.640000 sec): 3 clusters
  Score: Raw -350951.465200 + Penalty 2751.417467 = -348200.047734
  nChanged 26
		SP:Iteration 21Q (37583.810000 sec): 3 clusters
  Score: Raw -350957.004477 + Penalty 2751.417467 = -348205.587011
  nChanged 22
		SP:Iteration 22Q (37583.990000 sec): 3 clusters
  Score: Raw -350962.910708 + Penalty 2751.417467 = -348211.493241
  nChanged 23
		SP:Iteration 23Q (37584.210000 sec): 3 clusters
  Score: Raw -350969.051026 + Penalty 2751.417467 = -348217.633560
  nChanged 18
		SP:Iteration 24Q (37584.390000 sec): 3 clusters
  Score: Raw -350974.518566 + Penalty 2751.417467 = -348223.101099
  nChanged 18
		SP:Iteration 25Q (37584.540000 sec): 3 clusters
  Score: Raw -350979.051921 + Penalty 2751.417467 = -348227.634455
  nChanged 19
		SP:Iteration 26Q (37584.720000 sec): 3 clusters
  Score: Raw -350982.373118 + Penalty 2751.417467 = -348230.955652
  nChanged 7
		SP:Iteration 27Q (37584.890000 sec): 3 clusters
  Score: Raw -350983.695481 + Penalty 2751.417467 = -348232.278015
  nChanged 6
		SP:Iteration 28Q (37585.070000 sec): 3 clusters
  Score: Raw -350984.618767 + Penalty 2751.417467 = -348233.201301
  nChanged 1
		SP:Iteration 29Q (37585.250000 sec): 3 clusters
  Score: Raw -350984.930178 + Penalty 2751.417467 = -348233.512712
  nChanged 1
		SP:Iteration 30Q (37585.420000 sec): 3 clusters
  Score: Raw -350985.172999 + Penalty 2751.417467 = -348233.755532
  nChanged 1
		SP:Iteration 31Q (37585.600000 sec): 3 clusters
  Score: Raw -350985.313161 + Penalty 2751.417467 = -348233.895695
  nChanged 1
		SP:Iteration 32Q (37585.770000 sec): 3 clusters
  Score: Raw -350985.743452 + Penalty 2751.417467 = -348234.325985
  nChanged 2
		SP:Iteration 33Q (37585.950000 sec): 3 clusters
  Score: Raw -350986.098988 + Penalty 2751.417467 = -348234.681522
  nChanged 1
		SP:Iteration 34Q (37586.130000 sec): 3 clusters
  Score: Raw -350986.312793 + Penalty 2751.417467 = -348234.895327
  nChanged 1
		SP:Iteration 35Q (37586.300000 sec): 3 clusters
  Score: Raw -350986.417426 + Penalty 2751.417467 = -348234.999959
  nChanged 1
		SP:Iteration 36Q (37586.480000 sec): 3 clusters
  Score: Raw -350986.561439 + Penalty 2751.417467 = -348235.143972
  nChanged 2
		SP:Iteration 37Q (37586.650000 sec): 3 clusters
  Score: Raw -350987.370975 + Penalty 2751.417467 = -348235.953509
  nChanged 6
		SP:Iteration 38Q (37586.830000 sec): 3 clusters
  Score: Raw -350988.712358 + Penalty 2751.417467 = -348237.294892
  nChanged 2
		SP:Iteration 39Q (37587.010000 sec): 3 clusters
  Score: Raw -350989.151904 + Penalty 2751.417467 = -348237.734438
  nChanged 3
		SP:Iteration 40F (37587.180000 sec): 3 clusters
  Score: Raw -350989.663387 + Penalty 2751.417467 = -348238.245920
  nChanged 1
		SP:Iteration 41Q (37587.360000 sec): 3 clusters
  Score: Raw -350989.829130 + Penalty 2751.417467 = -348238.411663
  nChanged 1
		SP:Iteration 42Q (37587.530000 sec): 3 clusters
  Score: Raw -350989.956553 + Penalty 2751.417467 = -348238.539086
  nChanged 1
		SP:Iteration 43Q (37587.710000 sec): 3 clusters
  Score: Raw -350990.224842 + Penalty 2751.417467 = -348238.807376
  nChanged 1
		SP:Iteration 44Q (37587.890000 sec): 3 clusters
  Score: Raw -350990.563432 + Penalty 2751.417467 = -348239.145965
  nChanged 2
		SP:Iteration 45Q (37588.060000 sec): 3 clusters
  Score: Raw -350991.176269 + Penalty 2751.417467 = -348239.758802
  nChanged 6
		SP:Iteration 46Q (37588.240000 sec): 3 clusters
  Score: Raw -350992.818210 + Penalty 2751.417467 = -348241.400744
  nChanged 6
		SP:Iteration 47Q (37588.420000 sec): 3 clusters
  Score: Raw -350994.675458 + Penalty 2751.417467 = -348243.257991
  nChanged 6
		SP:Iteration 48Q (37588.590000 sec): 3 clusters
  Score: Raw -350996.555999 + Penalty 2751.417467 = -348245.138533
  nChanged 6
		SP:Iteration 49Q (37588.760000 sec): 3 clusters
  Score: Raw -350997.550849 + Penalty 2751.417467 = -348246.133382
  nChanged 4
		SP:Iteration 50Q (37588.940000 sec): 3 clusters
  Score: Raw -350998.569336 + Penalty 2751.417467 = -348247.151869
  nChanged 5
		SP:Iteration 51Q (37589.120000 sec): 3 clusters
  Score: Raw -350999.451604 + Penalty 2751.417467 = -348248.034137
  nChanged 4
		SP:Iteration 52Q (37589.290000 sec): 3 clusters
  Score: Raw -351000.405211 + Penalty 2751.417467 = -348248.987744
  nChanged 3
		SP:Iteration 53Q (37589.460000 sec): 3 clusters
  Score: Raw -351000.847416 + Penalty 2751.417467 = -348249.429950
  nChanged 4
		SP:Iteration 54Q (37589.640000 sec): 3 clusters
  Score: Raw -351002.092358 + Penalty 2751.417467 = -348250.674891
  nChanged 6
		SP:Iteration 55Q (37589.820000 sec): 3 clusters
  Score: Raw -351003.371159 + Penalty 2751.417467 = -348251.953693
  nChanged 7
		SP:Iteration 56Q (37589.990000 sec): 3 clusters
  Score: Raw -351004.633941 + Penalty 2751.417467 = -348253.216474
  nChanged 3
		SP:Iteration 57Q (37590.170000 sec): 3 clusters
  Score: Raw -351005.343835 + Penalty 2751.417467 = -348253.926369
  nChanged 5
		SP:Iteration 58Q (37590.340000 sec): 3 clusters
  Score: Raw -351006.509181 + Penalty 2751.417467 = -348255.091714
  nChanged 2
		SP:Iteration 59Q (37590.520000 sec): 3 clusters
  Score: Raw -351006.759540 + Penalty 2751.417467 = -348255.342074
  nChanged 1
		SP:Iteration 60F (37590.700000 sec): 3 clusters
  Score: Raw -351006.993025 + Penalty 2751.417467 = -348255.575558
  nChanged 3
		SP:Iteration 61Q (37590.870000 sec): 3 clusters
  Score: Raw -351007.470644 + Penalty 2751.417467 = -348256.053177
  nChanged 3
		SP:Iteration 62Q (37591.040000 sec): 3 clusters
  Score: Raw -351008.677584 + Penalty 2751.417467 = -348257.260117
  nChanged 5
		SP:Iteration 63Q (37591.220000 sec): 3 clusters
  Score: Raw -351009.469166 + Penalty 2751.417467 = -348258.051699
  nChanged 3
		SP:Iteration 64Q (37591.400000 sec): 3 clusters
  Score: Raw -351009.859932 + Penalty 2751.417467 = -348258.442465
  nChanged 2
		SP:Iteration 65Q (37591.570000 sec): 3 clusters
  Score: Raw -351010.217402 + Penalty 2751.417467 = -348258.799935
  nChanged 3
		SP:Iteration 66Q (37591.750000 sec): 3 clusters
  Score: Raw -351011.240702 + Penalty 2751.417467 = -348259.823235
  nChanged 3
		SP:Iteration 67Q (37591.920000 sec): 3 clusters
  Score: Raw -351012.199041 + Penalty 2751.417467 = -348260.781575
  nChanged 2
		SP:Iteration 68Q (37592.100000 sec): 3 clusters
  Score: Raw -351012.476815 + Penalty 2751.417467 = -348261.059348
  nChanged 1
		SP:Iteration 69Q (37592.270000 sec): 3 clusters
  Score: Raw -351012.768838 + Penalty 2751.417467 = -348261.351372
  nChanged 1
		SP:Iteration 70Q (37592.440000 sec): 3 clusters
  Score: Raw -351013.044505 + Penalty 2751.417467 = -348261.627038
  nChanged 1
		SP:Iteration 71Q (37592.620000 sec): 3 clusters
  Score: Raw -351013.255290 + Penalty 2751.417467 = -348261.837823
  nChanged 1
		SP:Iteration 72Q (37592.800000 sec): 3 clusters
  Score: Raw -351013.810497 + Penalty 2751.417467 = -348262.393031
  nChanged 1
		SP:Iteration 73Q (37592.970000 sec): 3 clusters
  Score: Raw -351014.056892 + Penalty 2751.417467 = -348262.639425
  nChanged 0
		SP:Iteration 74F (37593.150000 sec): 3 clusters
  Score: Raw -351014.056892 + Penalty 2751.417467 = -348262.639425
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (5387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37593.320000 sec): 2 clusters
  Score: Raw -387943.502791 + Penalty 1396.158387 = -386547.344403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37593.460000 sec): 3 clusters
  Score: Raw -385117.313824 + Penalty 2792.316775 = -382324.997049
  nChanged 2230
		SP:Iteration 1F (37593.640000 sec): 3 clusters
  Score: Raw -386949.885353 + Penalty 2792.316775 = -384157.568578
  nChanged 594
		SP:Iteration 2F (37593.810000 sec): 3 clusters
  Score: Raw -387565.495888 + Penalty 2792.316775 = -384773.179113
  nChanged 422
		SP:Iteration 3F (37593.980000 sec): 3 clusters
  Score: Raw -387926.586434 + Penalty 2792.316775 = -385134.269659
  nChanged 325
		SP:Iteration 4F (37594.150000 sec): 3 clusters
  Score: Raw -388142.406238 + Penalty 2792.316775 = -385350.089463
  nChanged 218
		SP:Iteration 5Q (37594.320000 sec): 3 clusters
  Score: Raw -388261.767971 + Penalty 2792.316775 = -385469.451196
  nChanged 165
		SP:Iteration 6Q (37594.500000 sec): 3 clusters
  Score: Raw -388350.496442 + Penalty 2792.316775 = -385558.179667
  nChanged 140
		SP:Iteration 7Q (37594.670000 sec): 3 clusters
  Score: Raw -388411.494222 + Penalty 2792.316775 = -385619.177447
  nChanged 93
		SP:Iteration 8Q (37594.840000 sec): 3 clusters
  Score: Raw -388443.829810 + Penalty 2792.316775 = -385651.513035
  nChanged 65
		SP:Iteration 9Q (37595.010000 sec): 3 clusters
  Score: Raw -388464.139180 + Penalty 2792.316775 = -385671.822406
  nChanged 45
		SP:Iteration 10Q (37595.180000 sec): 3 clusters
  Score: Raw -388479.214378 + Penalty 2792.316775 = -385686.897603
  nChanged 51
		SP:Iteration 11Q (37595.360000 sec): 3 clusters
  Score: Raw -388496.569039 + Penalty 2792.316775 = -385704.252264
  nChanged 43
		SP:Iteration 12Q (37595.530000 sec): 3 clusters
  Score: Raw -388507.852539 + Penalty 2792.316775 = -385715.535764
  nChanged 28
		SP:Iteration 13Q (37595.700000 sec): 3 clusters
  Score: Raw -388516.045754 + Penalty 2792.316775 = -385723.728979
  nChanged 18
		SP:Iteration 14Q (37595.870000 sec): 3 clusters
  Score: Raw -388521.990874 + Penalty 2792.316775 = -385729.674099
  nChanged 20
		SP:Iteration 15Q (37596.040000 sec): 3 clusters
  Score: Raw -388528.323328 + Penalty 2792.316775 = -385736.006553
  nChanged 24
		SP:Iteration 16Q (37596.220000 sec): 3 clusters
  Score: Raw -388534.290139 + Penalty 2792.316775 = -385741.973364
  nChanged 14
		SP:Iteration 17Q (37596.390000 sec): 3 clusters
  Score: Raw -388536.766941 + Penalty 2792.316775 = -385744.450166
  nChanged 7
		SP:Iteration 18Q (37596.560000 sec): 3 clusters
  Score: Raw -388538.731997 + Penalty 2792.316775 = -385746.415222
  nChanged 8
		SP:Iteration 19Q (37596.740000 sec): 3 clusters
  Score: Raw -388540.104765 + Penalty 2792.316775 = -385747.787990
  nChanged 6
		SP:Iteration 20F (37596.910000 sec): 3 clusters
  Score: Raw -388541.509637 + Penalty 2792.316775 = -385749.192863
  nChanged 9
		SP:Iteration 21Q (37597.080000 sec): 3 clusters
  Score: Raw -388543.276637 + Penalty 2792.316775 = -385750.959862
  nChanged 11
		SP:Iteration 22Q (37597.250000 sec): 3 clusters
  Score: Raw -388546.276185 + Penalty 2792.316775 = -385753.959410
  nChanged 12
		SP:Iteration 23Q (37597.420000 sec): 3 clusters
  Score: Raw -388548.943713 + Penalty 2792.316775 = -385756.626938
  nChanged 6
		SP:Iteration 24Q (37597.600000 sec): 3 clusters
  Score: Raw -388550.380592 + Penalty 2792.316775 = -385758.063817
  nChanged 6
		SP:Iteration 25Q (37597.770000 sec): 3 clusters
  Score: Raw -388551.817509 + Penalty 2792.316775 = -385759.500734
  nChanged 6
		SP:Iteration 26Q (37597.940000 sec): 3 clusters
  Score: Raw -388552.707564 + Penalty 2792.316775 = -385760.390789
  nChanged 4
		SP:Iteration 27Q (37598.110000 sec): 3 clusters
  Score: Raw -388553.218534 + Penalty 2792.316775 = -385760.901759
  nChanged 1
		SP:Iteration 28Q (37598.280000 sec): 3 clusters
  Score: Raw -388553.353618 + Penalty 2792.316775 = -385761.036843
  nChanged 1
		SP:Iteration 29Q (37598.460000 sec): 3 clusters
  Score: Raw -388553.473866 + Penalty 2792.316775 = -385761.157091
  nChanged 1
		SP:Iteration 30Q (37598.630000 sec): 3 clusters
  Score: Raw -388553.627727 + Penalty 2792.316775 = -385761.310952
  nChanged 2
		SP:Iteration 31Q (37598.800000 sec): 3 clusters
  Score: Raw -388553.885662 + Penalty 2792.316775 = -385761.568887
  nChanged 2
		SP:Iteration 32Q (37598.980000 sec): 3 clusters
  Score: Raw -388554.263823 + Penalty 2792.316775 = -385761.947048
  nChanged 1
		SP:Iteration 33Q (37599.150000 sec): 3 clusters
  Score: Raw -388554.309979 + Penalty 2792.316775 = -385761.993204
  nChanged 0
		SP:Iteration 34F (37599.360000 sec): 3 clusters
  Score: Raw -388554.309979 + Penalty 2792.316775 = -385761.993204
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (4910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37599.420000 sec): 2 clusters
  Score: Raw -371818.647411 + Penalty 1381.092248 = -370437.555163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37599.590000 sec): 3 clusters
  Score: Raw -369239.901656 + Penalty 2762.184497 = -366477.717159
  nChanged 2019
		SP:Iteration 1F (37599.770000 sec): 3 clusters
  Score: Raw -370470.701460 + Penalty 2762.184497 = -367708.516963
  nChanged 456
		SP:Iteration 2F (37599.940000 sec): 3 clusters
  Score: Raw -370920.432088 + Penalty 2762.184497 = -368158.247591
  nChanged 391
		SP:Iteration 3F (37600.120000 sec): 3 clusters
  Score: Raw -371354.189081 + Penalty 2762.184497 = -368592.004584
  nChanged 350
		SP:Iteration 4F (37600.300000 sec): 3 clusters
  Score: Raw -371719.652450 + Penalty 2762.184497 = -368957.467953
  nChanged 286
		SP:Iteration 5F (37600.470000 sec): 3 clusters
  Score: Raw -372001.431003 + Penalty 2762.184497 = -369239.246506
  nChanged 234
		SP:Iteration 6Q (37600.650000 sec): 3 clusters
  Score: Raw -372188.394256 + Penalty 2762.184497 = -369426.209759
  nChanged 200
		SP:Iteration 7Q (37600.820000 sec): 3 clusters
  Score: Raw -372333.966328 + Penalty 2762.184497 = -369571.781831
  nChanged 154
		SP:Iteration 8Q (37601.000000 sec): 3 clusters
  Score: Raw -372433.688131 + Penalty 2762.184497 = -369671.503634
  nChanged 130
		SP:Iteration 9Q (37601.170000 sec): 3 clusters
  Score: Raw -372509.250481 + Penalty 2762.184497 = -369747.065985
  nChanged 100
		SP:Iteration 10Q (37601.350000 sec): 3 clusters
  Score: Raw -372554.934091 + Penalty 2762.184497 = -369792.749594
  nChanged 63
		SP:Iteration 11Q (37601.520000 sec): 3 clusters
  Score: Raw -372579.599843 + Penalty 2762.184497 = -369817.415346
  nChanged 45
		SP:Iteration 12Q (37601.700000 sec): 3 clusters
  Score: Raw -372597.484418 + Penalty 2762.184497 = -369835.299922
  nChanged 34
		SP:Iteration 13Q (37601.870000 sec): 3 clusters
  Score: Raw -372607.334817 + Penalty 2762.184497 = -369845.150320
  nChanged 24
		SP:Iteration 14Q (37602.050000 sec): 3 clusters
  Score: Raw -372614.401392 + Penalty 2762.184497 = -369852.216895
  nChanged 22
		SP:Iteration 15Q (37602.220000 sec): 3 clusters
  Score: Raw -372621.241642 + Penalty 2762.184497 = -369859.057145
  nChanged 20
		SP:Iteration 16Q (37602.400000 sec): 3 clusters
  Score: Raw -372626.627693 + Penalty 2762.184497 = -369864.443197
  nChanged 17
		SP:Iteration 17Q (37602.620000 sec): 3 clusters
  Score: Raw -372631.168907 + Penalty 2762.184497 = -369868.984411
  nChanged 12
		SP:Iteration 18Q (37602.800000 sec): 3 clusters
  Score: Raw -372633.815826 + Penalty 2762.184497 = -369871.631329
  nChanged 8
		SP:Iteration 19Q (37602.940000 sec): 3 clusters
  Score: Raw -372635.628871 + Penalty 2762.184497 = -369873.444375
  nChanged 5
		SP:Iteration 20F (37603.110000 sec): 3 clusters
  Score: Raw -372637.780813 + Penalty 2762.184497 = -369875.596316
  nChanged 11
		SP:Iteration 21Q (37603.290000 sec): 3 clusters
  Score: Raw -372640.011560 + Penalty 2762.184497 = -369877.827063
  nChanged 9
		SP:Iteration 22Q (37603.460000 sec): 3 clusters
  Score: Raw -372641.674918 + Penalty 2762.184497 = -369879.490421
  nChanged 6
		SP:Iteration 23Q (37603.640000 sec): 3 clusters
  Score: Raw -372642.982580 + Penalty 2762.184497 = -369880.798084
  nChanged 8
		SP:Iteration 24Q (37603.820000 sec): 3 clusters
  Score: Raw -372645.392609 + Penalty 2762.184497 = -369883.208112
  nChanged 6
		SP:Iteration 25Q (37603.990000 sec): 3 clusters
  Score: Raw -372647.051796 + Penalty 2762.184497 = -369884.867299
  nChanged 6
		SP:Iteration 26Q (37604.170000 sec): 3 clusters
  Score: Raw -372648.433112 + Penalty 2762.184497 = -369886.248616
  nChanged 4
		SP:Iteration 27Q (37604.370000 sec): 3 clusters
  Score: Raw -372649.196816 + Penalty 2762.184497 = -369887.012319
  nChanged 4
		SP:Iteration 28Q (37604.560000 sec): 3 clusters
  Score: Raw -372649.963627 + Penalty 2762.184497 = -369887.779131
  nChanged 0
		SP:Iteration 29F (37604.740000 sec): 3 clusters
  Score: Raw -372649.963627 + Penalty 2762.184497 = -369887.779131
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (3200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37604.800000 sec): 2 clusters
  Score: Raw -269379.507662 + Penalty 1311.522239 = -268067.985422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37604.980000 sec): 3 clusters
  Score: Raw -267877.843417 + Penalty 2623.044479 = -265254.798938
  nChanged 1250
		SP:Iteration 1F (37605.160000 sec): 3 clusters
  Score: Raw -268731.294326 + Penalty 2623.044479 = -266108.249848
  nChanged 282
		SP:Iteration 2F (37605.330000 sec): 3 clusters
  Score: Raw -268956.820032 + Penalty 2623.044479 = -266333.775553
  nChanged 205
		SP:Iteration 3F (37605.510000 sec): 3 clusters
  Score: Raw -269120.228539 + Penalty 2623.044479 = -266497.184060
  nChanged 168
		SP:Iteration 4F (37605.680000 sec): 3 clusters
  Score: Raw -269221.913166 + Penalty 2623.044479 = -266598.868687
  nChanged 113
		SP:Iteration 5Q (37605.860000 sec): 3 clusters
  Score: Raw -269291.242183 + Penalty 2623.044479 = -266668.197704
  nChanged 98
		SP:Iteration 6Q (37606.040000 sec): 3 clusters
  Score: Raw -269357.028978 + Penalty 2623.044479 = -266733.984500
  nChanged 92
		SP:Iteration 7Q (37606.210000 sec): 3 clusters
  Score: Raw -269403.283396 + Penalty 2623.044479 = -266780.238917
  nChanged 72
		SP:Iteration 8Q (37606.390000 sec): 3 clusters
  Score: Raw -269438.687661 + Penalty 2623.044479 = -266815.643182
  nChanged 64
		SP:Iteration 9Q (37606.560000 sec): 3 clusters
  Score: Raw -269473.768904 + Penalty 2623.044479 = -266850.724425
  nChanged 62
		SP:Iteration 10Q (37606.740000 sec): 3 clusters
  Score: Raw -269507.512427 + Penalty 2623.044479 = -266884.467948
  nChanged 55
		SP:Iteration 11Q (37606.920000 sec): 3 clusters
  Score: Raw -269535.746267 + Penalty 2623.044479 = -266912.701788
  nChanged 44
		SP:Iteration 12Q (37607.090000 sec): 3 clusters
  Score: Raw -269558.622998 + Penalty 2623.044479 = -266935.578519
  nChanged 43
		SP:Iteration 13Q (37607.270000 sec): 3 clusters
  Score: Raw -269578.386290 + Penalty 2623.044479 = -266955.341811
  nChanged 36
		SP:Iteration 14Q (37607.440000 sec): 3 clusters
  Score: Raw -269595.030066 + Penalty 2623.044479 = -266971.985587
  nChanged 46
		SP:Iteration 15Q (37607.620000 sec): 3 clusters
  Score: Raw -269619.314933 + Penalty 2623.044479 = -266996.270454
  nChanged 45
		SP:Iteration 16Q (37607.790000 sec): 3 clusters
  Score: Raw -269638.856265 + Penalty 2623.044479 = -267015.811786
  nChanged 36
		SP:Iteration 17Q (37607.970000 sec): 3 clusters
  Score: Raw -269654.782648 + Penalty 2623.044479 = -267031.738169
  nChanged 29
		SP:Iteration 18Q (37608.140000 sec): 3 clusters
  Score: Raw -269668.578752 + Penalty 2623.044479 = -267045.534273
  nChanged 29
		SP:Iteration 19Q (37608.320000 sec): 3 clusters
  Score: Raw -269682.915853 + Penalty 2623.044479 = -267059.871374
  nChanged 25
		SP:Iteration 20F (37608.500000 sec): 3 clusters
  Score: Raw -269692.240038 + Penalty 2623.044479 = -267069.195559
  nChanged 17
		SP:Iteration 21Q (37608.620000 sec): 3 clusters
  Score: Raw -269699.241186 + Penalty 2623.044479 = -267076.196707
  nChanged 11
		SP:Iteration 22Q (37608.680000 sec): 3 clusters
  Score: Raw -269703.174555 + Penalty 2623.044479 = -267080.130077
  nChanged 8
		SP:Iteration 23Q (37608.740000 sec): 3 clusters
  Score: Raw -269707.137181 + Penalty 2623.044479 = -267084.092702
  nChanged 7
		SP:Iteration 24Q (37608.800000 sec): 3 clusters
  Score: Raw -269710.214381 + Penalty 2623.044479 = -267087.169903
  nChanged 9
		SP:Iteration 25Q (37608.860000 sec): 3 clusters
  Score: Raw -269714.346102 + Penalty 2623.044479 = -267091.301623
  nChanged 8
		SP:Iteration 26Q (37608.920000 sec): 3 clusters
  Score: Raw -269718.225376 + Penalty 2623.044479 = -267095.180897
  nChanged 9
		SP:Iteration 27Q (37608.980000 sec): 3 clusters
  Score: Raw -269723.665079 + Penalty 2623.044479 = -267100.620600
  nChanged 5
		SP:Iteration 28Q (37609.040000 sec): 3 clusters
  Score: Raw -269726.547651 + Penalty 2623.044479 = -267103.503172
  nChanged 4
		SP:Iteration 29Q (37609.100000 sec): 3 clusters
  Score: Raw -269730.385909 + Penalty 2623.044479 = -267107.341430
  nChanged 9
		SP:Iteration 30Q (37609.160000 sec): 3 clusters
  Score: Raw -269735.603090 + Penalty 2623.044479 = -267112.558611
  nChanged 5
		SP:Iteration 31Q (37609.220000 sec): 3 clusters
  Score: Raw -269738.069223 + Penalty 2623.044479 = -267115.024744
  nChanged 5
		SP:Iteration 32Q (37609.280000 sec): 3 clusters
  Score: Raw -269741.348225 + Penalty 2623.044479 = -267118.303747
  nChanged 6
		SP:Iteration 33Q (37609.340000 sec): 3 clusters
  Score: Raw -269744.779458 + Penalty 2623.044479 = -267121.734980
  nChanged 4
		SP:Iteration 34Q (37609.400000 sec): 3 clusters
  Score: Raw -269747.163584 + Penalty 2623.044479 = -267124.119105
  nChanged 5
		SP:Iteration 35Q (37609.460000 sec): 3 clusters
  Score: Raw -269748.966971 + Penalty 2623.044479 = -267125.922492
  nChanged 3
		SP:Iteration 36Q (37609.520000 sec): 3 clusters
  Score: Raw -269750.420531 + Penalty 2623.044479 = -267127.376052
  nChanged 2
		SP:Iteration 37Q (37609.580000 sec): 3 clusters
  Score: Raw -269751.335038 + Penalty 2623.044479 = -267128.290559
  nChanged 2
		SP:Iteration 38Q (37609.640000 sec): 3 clusters
  Score: Raw -269752.249347 + Penalty 2623.044479 = -267129.204868
  nChanged 1
		SP:Iteration 39Q (37609.700000 sec): 3 clusters
  Score: Raw -269752.618878 + Penalty 2623.044479 = -267129.574399
  nChanged 1
		SP:Iteration 40F (37609.760000 sec): 3 clusters
  Score: Raw -269753.038509 + Penalty 2623.044479 = -267129.994030
  nChanged 1
		SP:Iteration 41Q (37609.820000 sec): 3 clusters
  Score: Raw -269753.412564 + Penalty 2623.044479 = -267130.368085
  nChanged 0
		SP:Iteration 42F (37609.880000 sec): 3 clusters
  Score: Raw -269753.412564 + Penalty 2623.044479 = -267130.368085
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37609.940000 sec): 2 clusters
  Score: Raw -135932.012977 + Penalty 1180.518654 = -134751.494323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37609.970000 sec): 3 clusters
  Score: Raw -135447.254196 + Penalty 2361.037308 = -133086.216889
  nChanged 440
		SP:Iteration 1F (37610.000000 sec): 3 clusters
  Score: Raw -135875.149687 + Penalty 2361.037308 = -133514.112379
  nChanged 140
		SP:Iteration 2F (37610.040000 sec): 3 clusters
  Score: Raw -136067.160429 + Penalty 2361.037308 = -133706.123121
  nChanged 89
		SP:Iteration 3F (37610.070000 sec): 3 clusters
  Score: Raw -136145.199282 + Penalty 2361.037308 = -133784.161974
  nChanged 47
		SP:Iteration 4Q (37610.100000 sec): 3 clusters
  Score: Raw -136181.231129 + Penalty 2361.037308 = -133820.193821
  nChanged 25
		SP:Iteration 5Q (37610.130000 sec): 3 clusters
  Score: Raw -136202.535616 + Penalty 2361.037308 = -133841.498309
  nChanged 27
		SP:Iteration 6Q (37610.170000 sec): 3 clusters
  Score: Raw -136225.016032 + Penalty 2361.037308 = -133863.978724
  nChanged 16
		SP:Iteration 7Q (37610.200000 sec): 3 clusters
  Score: Raw -136236.587419 + Penalty 2361.037308 = -133875.550111
  nChanged 17
		SP:Iteration 8Q (37610.230000 sec): 3 clusters
  Score: Raw -136248.581155 + Penalty 2361.037308 = -133887.543847
  nChanged 12
		SP:Iteration 9Q (37610.260000 sec): 3 clusters
  Score: Raw -136261.295942 + Penalty 2361.037308 = -133900.258634
  nChanged 11
		SP:Iteration 10Q (37610.300000 sec): 3 clusters
  Score: Raw -136274.878792 + Penalty 2361.037308 = -133913.841484
  nChanged 10
		SP:Iteration 11Q (37610.330000 sec): 3 clusters
  Score: Raw -136282.691150 + Penalty 2361.037308 = -133921.653843
  nChanged 11
		SP:Iteration 12Q (37610.360000 sec): 3 clusters
  Score: Raw -136290.573866 + Penalty 2361.037308 = -133929.536558
  nChanged 8
		SP:Iteration 13Q (37610.400000 sec): 3 clusters
  Score: Raw -136296.721045 + Penalty 2361.037308 = -133935.683737
  nChanged 4
		SP:Iteration 14Q (37610.430000 sec): 3 clusters
  Score: Raw -136298.690674 + Penalty 2361.037308 = -133937.653366
  nChanged 4
		SP:Iteration 15Q (37610.460000 sec): 3 clusters
  Score: Raw -136301.197309 + Penalty 2361.037308 = -133940.160001
  nChanged 2
		SP:Iteration 16Q (37610.500000 sec): 3 clusters
  Score: Raw -136301.935040 + Penalty 2361.037308 = -133940.897732
  nChanged 1
		SP:Iteration 17Q (37610.530000 sec): 3 clusters
  Score: Raw -136302.500772 + Penalty 2361.037308 = -133941.463464
  nChanged 1
		SP:Iteration 18Q (37610.560000 sec): 3 clusters
  Score: Raw -136302.827337 + Penalty 2361.037308 = -133941.790029
  nChanged 2
		SP:Iteration 19Q (37610.600000 sec): 3 clusters
  Score: Raw -136304.893845 + Penalty 2361.037308 = -133943.856537
  nChanged 2
		SP:Iteration 20F (37610.630000 sec): 3 clusters
  Score: Raw -136305.514653 + Penalty 2361.037308 = -133944.477345
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (4343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37610.740000 sec): 2 clusters
  Score: Raw -341353.274081 + Penalty 1361.152103 = -339992.121978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37610.920000 sec): 3 clusters
  Score: Raw -339220.671540 + Penalty 2722.304206 = -336498.367335
  nChanged 1724
		SP:Iteration 1F (37611.100000 sec): 3 clusters
  Score: Raw -340269.513096 + Penalty 2722.304206 = -337547.208890
  nChanged 389
		SP:Iteration 2F (37611.270000 sec): 3 clusters
  Score: Raw -340589.231196 + Penalty 2722.304206 = -337866.926991
  nChanged 299
		SP:Iteration 3F (37611.450000 sec): 3 clusters
  Score: Raw -340832.284433 + Penalty 2722.304206 = -338109.980228
  nChanged 275
		SP:Iteration 4F (37611.620000 sec): 3 clusters
  Score: Raw -341073.502966 + Penalty 2722.304206 = -338351.198760
  nChanged 247
		SP:Iteration 5F (37611.800000 sec): 3 clusters
  Score: Raw -341293.611383 + Penalty 2722.304206 = -338571.307177
  nChanged 221
		SP:Iteration 6F (37611.980000 sec): 3 clusters
  Score: Raw -341428.685598 + Penalty 2722.304206 = -338706.381393
  nChanged 151
		SP:Iteration 7Q (37612.150000 sec): 3 clusters
  Score: Raw -341510.167786 + Penalty 2722.304206 = -338787.863581
  nChanged 108
		SP:Iteration 8Q (37612.330000 sec): 3 clusters
  Score: Raw -341570.459331 + Penalty 2722.304206 = -338848.155125
  nChanged 102
		SP:Iteration 9Q (37612.500000 sec): 3 clusters
  Score: Raw -341629.362248 + Penalty 2722.304206 = -338907.058042
  nChanged 93
		SP:Iteration 10Q (37612.680000 sec): 3 clusters
  Score: Raw -341681.040845 + Penalty 2722.304206 = -338958.736640
  nChanged 73
		SP:Iteration 11Q (37612.910000 sec): 3 clusters
  Score: Raw -341716.690273 + Penalty 2722.304206 = -338994.386067
  nChanged 65
		SP:Iteration 12Q (37613.060000 sec): 3 clusters
  Score: Raw -341747.585039 + Penalty 2722.304206 = -339025.280833
  nChanged 61
		SP:Iteration 13Q (37613.280000 sec): 3 clusters
  Score: Raw -341783.060764 + Penalty 2722.304206 = -339060.756558
  nChanged 79
		SP:Iteration 14Q (37613.440000 sec): 3 clusters
  Score: Raw -341827.401561 + Penalty 2722.304206 = -339105.097355
  nChanged 67
		SP:Iteration 15Q (37613.670000 sec): 3 clusters
  Score: Raw -341862.624791 + Penalty 2722.304206 = -339140.320586
  nChanged 70
		SP:Iteration 16Q (37613.810000 sec): 3 clusters
  Score: Raw -341895.401091 + Penalty 2722.304206 = -339173.096885
  nChanged 60
		SP:Iteration 17Q (37614.040000 sec): 3 clusters
  Score: Raw -341919.357491 + Penalty 2722.304206 = -339197.053286
  nChanged 49
		SP:Iteration 18Q (37614.200000 sec): 3 clusters
  Score: Raw -341942.793008 + Penalty 2722.304206 = -339220.488803
  nChanged 46
		SP:Iteration 19Q (37614.370000 sec): 3 clusters
  Score: Raw -341959.591674 + Penalty 2722.304206 = -339237.287469
  nChanged 44
		SP:Iteration 20F (37614.550000 sec): 3 clusters
  Score: Raw -341977.881753 + Penalty 2722.304206 = -339255.577548
  nChanged 33
		SP:Iteration 21Q (37614.720000 sec): 3 clusters
  Score: Raw -341990.534805 + Penalty 2722.304206 = -339268.230600
  nChanged 23
		SP:Iteration 22Q (37614.900000 sec): 3 clusters
  Score: Raw -341998.089851 + Penalty 2722.304206 = -339275.785645
  nChanged 22
		SP:Iteration 23Q (37615.080000 sec): 3 clusters
  Score: Raw -342007.406069 + Penalty 2722.304206 = -339285.101864
  nChanged 22
		SP:Iteration 24Q (37615.250000 sec): 3 clusters
  Score: Raw -342019.957341 + Penalty 2722.304206 = -339297.653136
  nChanged 21
		SP:Iteration 25Q (37615.430000 sec): 3 clusters
  Score: Raw -342028.855461 + Penalty 2722.304206 = -339306.551255
  nChanged 21
		SP:Iteration 26Q (37615.600000 sec): 3 clusters
  Score: Raw -342039.827414 + Penalty 2722.304206 = -339317.523209
  nChanged 23
		SP:Iteration 27Q (37615.780000 sec): 3 clusters
  Score: Raw -342049.227289 + Penalty 2722.304206 = -339326.923083
  nChanged 20
		SP:Iteration 28Q (37615.960000 sec): 3 clusters
  Score: Raw -342056.763825 + Penalty 2722.304206 = -339334.459620
  nChanged 17
		SP:Iteration 29Q (37616.130000 sec): 3 clusters
  Score: Raw -342063.734785 + Penalty 2722.304206 = -339341.430579
  nChanged 16
		SP:Iteration 30Q (37616.300000 sec): 3 clusters
  Score: Raw -342069.117390 + Penalty 2722.304206 = -339346.813185
  nChanged 8
		SP:Iteration 31Q (37616.480000 sec): 3 clusters
  Score: Raw -342074.951730 + Penalty 2722.304206 = -339352.647524
  nChanged 9
		SP:Iteration 32Q (37616.660000 sec): 3 clusters
  Score: Raw -342079.152088 + Penalty 2722.304206 = -339356.847882
  nChanged 9
		SP:Iteration 33Q (37616.830000 sec): 3 clusters
  Score: Raw -342083.034928 + Penalty 2722.304206 = -339360.730722
  nChanged 12
		SP:Iteration 34Q (37617.010000 sec): 3 clusters
  Score: Raw -342087.010827 + Penalty 2722.304206 = -339364.706621
  nChanged 15
		SP:Iteration 35Q (37617.180000 sec): 3 clusters
  Score: Raw -342092.412487 + Penalty 2722.304206 = -339370.108281
  nChanged 13
		SP:Iteration 36Q (37617.360000 sec): 3 clusters
  Score: Raw -342097.476989 + Penalty 2722.304206 = -339375.172784
  nChanged 11
		SP:Iteration 37Q (37617.540000 sec): 3 clusters
  Score: Raw -342101.921245 + Penalty 2722.304206 = -339379.617039
  nChanged 11
		SP:Iteration 38Q (37617.710000 sec): 3 clusters
  Score: Raw -342105.130838 + Penalty 2722.304206 = -339382.826633
  nChanged 8
		SP:Iteration 39Q (37617.890000 sec): 3 clusters
  Score: Raw -342107.009118 + Penalty 2722.304206 = -339384.704913
  nChanged 2
		SP:Iteration 40F (37618.080000 sec): 3 clusters
  Score: Raw -342107.612522 + Penalty 2722.304206 = -339385.308316
  nChanged 2
		SP:Iteration 41Q (37618.240000 sec): 3 clusters
  Score: Raw -342108.148316 + Penalty 2722.304206 = -339385.844111
  nChanged 1
		SP:Iteration 42Q (37618.420000 sec): 3 clusters
  Score: Raw -342108.829754 + Penalty 2722.304206 = -339386.525548
  nChanged 3
		SP:Iteration 43Q (37618.590000 sec): 3 clusters
  Score: Raw -342109.854335 + Penalty 2722.304206 = -339387.550130
  nChanged 1
		SP:Iteration 44Q (37618.770000 sec): 3 clusters
  Score: Raw -342110.005416 + Penalty 2722.304206 = -339387.701211
  nChanged 1
		SP:Iteration 45Q (37618.940000 sec): 3 clusters
  Score: Raw -342110.131086 + Penalty 2722.304206 = -339387.826881
  nChanged 0
		SP:Iteration 46F (37619.160000 sec): 3 clusters
  Score: Raw -342110.131086 + Penalty 2722.304206 = -339387.826881
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (7686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37619.250000 sec): 2 clusters
  Score: Raw -620958.277572 + Penalty 1453.912813 = -619504.364760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37619.470000 sec): 3 clusters
  Score: Raw -616808.971755 + Penalty 2907.825626 = -613901.146129
  nChanged 3206
		SP:Iteration 1F (37619.660000 sec): 3 clusters
  Score: Raw -618785.040585 + Penalty 2907.825626 = -615877.214960
  nChanged 651
		SP:Iteration 2F (37619.860000 sec): 3 clusters
  Score: Raw -619228.945685 + Penalty 2907.825626 = -616321.120060
  nChanged 530
		SP:Iteration 3F (37620.060000 sec): 3 clusters
  Score: Raw -619598.878241 + Penalty 2907.825626 = -616691.052615
  nChanged 496
		SP:Iteration 4F (37620.260000 sec): 3 clusters
  Score: Raw -619935.881956 + Penalty 2907.825626 = -617028.056331
  nChanged 413
		SP:Iteration 5F (37620.460000 sec): 3 clusters
  Score: Raw -620243.521224 + Penalty 2907.825626 = -617335.695598
  nChanged 366
		SP:Iteration 6Q (37620.660000 sec): 3 clusters
  Score: Raw -620515.873551 + Penalty 2907.825626 = -617608.047925
  nChanged 353
		SP:Iteration 7Q (37620.860000 sec): 3 clusters
  Score: Raw -620749.937505 + Penalty 2907.825626 = -617842.111879
  nChanged 275
		SP:Iteration 8Q (37621.060000 sec): 3 clusters
  Score: Raw -620915.158317 + Penalty 2907.825626 = -618007.332691
  nChanged 218
		SP:Iteration 9Q (37621.310000 sec): 3 clusters
  Score: Raw -621031.430841 + Penalty 2907.825626 = -618123.605215
  nChanged 164
		SP:Iteration 10Q (37621.460000 sec): 3 clusters
  Score: Raw -621108.971613 + Penalty 2907.825626 = -618201.145987
  nChanged 146
		SP:Iteration 11Q (37621.660000 sec): 3 clusters
  Score: Raw -621169.468026 + Penalty 2907.825626 = -618261.642401
  nChanged 104
		SP:Iteration 12Q (37621.850000 sec): 3 clusters
  Score: Raw -621201.487379 + Penalty 2907.825626 = -618293.661754
  nChanged 72
		SP:Iteration 13Q (37621.970000 sec): 3 clusters
  Score: Raw -621220.892610 + Penalty 2907.825626 = -618313.066984
  nChanged 53
		SP:Iteration 14Q (37622.170000 sec): 3 clusters
  Score: Raw -621232.639127 + Penalty 2907.825626 = -618324.813502
  nChanged 40
		SP:Iteration 15Q (37622.290000 sec): 3 clusters
  Score: Raw -621241.348937 + Penalty 2907.825626 = -618333.523312
  nChanged 34
		SP:Iteration 16Q (37622.410000 sec): 3 clusters
  Score: Raw -621247.823246 + Penalty 2907.825626 = -618339.997620
  nChanged 34
		SP:Iteration 17Q (37622.530000 sec): 3 clusters
  Score: Raw -621255.545204 + Penalty 2907.825626 = -618347.719578
  nChanged 33
		SP:Iteration 18Q (37622.650000 sec): 3 clusters
  Score: Raw -621262.992448 + Penalty 2907.825626 = -618355.166822
  nChanged 24
		SP:Iteration 19Q (37622.770000 sec): 3 clusters
  Score: Raw -621268.164214 + Penalty 2907.825626 = -618360.338589
  nChanged 21
		SP:Iteration 20F (37622.950000 sec): 3 clusters
  Score: Raw -621274.192849 + Penalty 2907.825626 = -618366.367223
  nChanged 29
		SP:Iteration 21Q (37623.150000 sec): 3 clusters
  Score: Raw -621281.511444 + Penalty 2907.825626 = -618373.685819
  nChanged 22
		SP:Iteration 22Q (37623.300000 sec): 3 clusters
  Score: Raw -621286.292485 + Penalty 2907.825626 = -618378.466860
  nChanged 25
		SP:Iteration 23Q (37623.420000 sec): 3 clusters
  Score: Raw -621291.612213 + Penalty 2907.825626 = -618383.786588
  nChanged 21
		SP:Iteration 24Q (37623.540000 sec): 3 clusters
  Score: Raw -621295.164576 + Penalty 2907.825626 = -618387.338951
  nChanged 20
		SP:Iteration 25Q (37623.700000 sec): 3 clusters
  Score: Raw -621299.226459 + Penalty 2907.825626 = -618391.400834
  nChanged 13
		SP:Iteration 26Q (37623.830000 sec): 3 clusters
  Score: Raw -621302.117677 + Penalty 2907.825626 = -618394.292052
  nChanged 22
		SP:Iteration 27Q (37623.950000 sec): 3 clusters
  Score: Raw -621307.446305 + Penalty 2907.825626 = -618399.620680
  nChanged 29
		SP:Iteration 28Q (37624.070000 sec): 3 clusters
  Score: Raw -621314.003841 + Penalty 2907.825626 = -618406.178215
  nChanged 20
		SP:Iteration 29Q (37624.270000 sec): 3 clusters
  Score: Raw -621318.982493 + Penalty 2907.825626 = -618411.156868
  nChanged 21
		SP:Iteration 30Q (37624.470000 sec): 3 clusters
  Score: Raw -621323.255763 + Penalty 2907.825626 = -618415.430137
  nChanged 20
		SP:Iteration 31Q (37624.670000 sec): 3 clusters
  Score: Raw -621327.463244 + Penalty 2907.825626 = -618419.637618
  nChanged 21
		SP:Iteration 32Q (37624.870000 sec): 3 clusters
  Score: Raw -621332.558074 + Penalty 2907.825626 = -618424.732449
  nChanged 21
		SP:Iteration 33Q (37625.070000 sec): 3 clusters
  Score: Raw -621336.689904 + Penalty 2907.825626 = -618428.864279
  nChanged 17
		SP:Iteration 34Q (37625.350000 sec): 3 clusters
  Score: Raw -621339.641051 + Penalty 2907.825626 = -618431.815426
  nChanged 6
		SP:Iteration 35Q (37625.430000 sec): 3 clusters
  Score: Raw -621340.778036 + Penalty 2907.825626 = -618432.952411
  nChanged 12
		SP:Iteration 36Q (37625.560000 sec): 3 clusters
  Score: Raw -621343.384844 + Penalty 2907.825626 = -618435.559219
  nChanged 10
		SP:Iteration 37Q (37625.750000 sec): 3 clusters
  Score: Raw -621345.115580 + Penalty 2907.825626 = -618437.289955
  nChanged 10
		SP:Iteration 38Q (37625.860000 sec): 3 clusters
  Score: Raw -621346.958417 + Penalty 2907.825626 = -618439.132791
  nChanged 3
		SP:Iteration 39Q (37625.980000 sec): 3 clusters
  Score: Raw -621347.371136 + Penalty 2907.825626 = -618439.545510
  nChanged 3
		SP:Iteration 40F (37626.180000 sec): 3 clusters
  Score: Raw -621347.582984 + Penalty 2907.825626 = -618439.757359
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (12008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37626.390000 sec): 2 clusters
  Score: Raw -1033824.312694 + Penalty 1526.415861 = -1032297.896834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37626.620000 sec): 3 clusters
  Score: Raw -1027066.219669 + Penalty 3052.831721 = -1024013.387948
  nChanged 5164
		SP:Iteration 1F (37626.830000 sec): 3 clusters
  Score: Raw -1030243.681159 + Penalty 3052.831721 = -1027190.849437
  nChanged 1002
		SP:Iteration 2F (37627.040000 sec): 3 clusters
  Score: Raw -1030992.405446 + Penalty 3052.831721 = -1027939.573725
  nChanged 963
		SP:Iteration 3F (37627.280000 sec): 3 clusters
  Score: Raw -1031848.396692 + Penalty 3052.831721 = -1028795.564971
  nChanged 907
		SP:Iteration 4F (37627.440000 sec): 3 clusters
  Score: Raw -1032725.121439 + Penalty 3052.831721 = -1029672.289718
  nChanged 805
		SP:Iteration 5F (37627.670000 sec): 3 clusters
  Score: Raw -1033403.727740 + Penalty 3052.831721 = -1030350.896019
  nChanged 656
		SP:Iteration 6F (37627.920000 sec): 3 clusters
  Score: Raw -1033806.088942 + Penalty 3052.831721 = -1030753.257220
  nChanged 484
		SP:Iteration 7Q (37628.140000 sec): 3 clusters
  Score: Raw -1034044.058441 + Penalty 3052.831721 = -1030991.226720
  nChanged 349
		SP:Iteration 8Q (37628.430000 sec): 3 clusters
  Score: Raw -1034218.735944 + Penalty 3052.831721 = -1031165.904223
  nChanged 266
		SP:Iteration 9Q (37628.720000 sec): 3 clusters
  Score: Raw -1034337.946115 + Penalty 3052.831721 = -1031285.114394
  nChanged 193
		SP:Iteration 10Q (37628.970000 sec): 3 clusters
  Score: Raw -1034399.365925 + Penalty 3052.831721 = -1031346.534204
  nChanged 137
		SP:Iteration 11Q (37629.140000 sec): 3 clusters
  Score: Raw -1034436.397579 + Penalty 3052.831721 = -1031383.565857
  nChanged 105
		SP:Iteration 12Q (37629.390000 sec): 3 clusters
  Score: Raw -1034462.218962 + Penalty 3052.831721 = -1031409.387241
  nChanged 93
		SP:Iteration 13Q (37629.650000 sec): 3 clusters
  Score: Raw -1034481.139271 + Penalty 3052.831721 = -1031428.307550
  nChanged 65
		SP:Iteration 14Q (37629.850000 sec): 3 clusters
  Score: Raw -1034491.572669 + Penalty 3052.831721 = -1031438.740948
  nChanged 72
		SP:Iteration 15Q (37630.070000 sec): 3 clusters
  Score: Raw -1034502.526899 + Penalty 3052.831721 = -1031449.695178
  nChanged 51
		SP:Iteration 16Q (37630.240000 sec): 3 clusters
  Score: Raw -1034509.397112 + Penalty 3052.831721 = -1031456.565390
  nChanged 33
		SP:Iteration 17Q (37630.530000 sec): 3 clusters
  Score: Raw -1034513.644575 + Penalty 3052.831721 = -1031460.812853
  nChanged 23
		SP:Iteration 18Q (37630.700000 sec): 3 clusters
  Score: Raw -1034516.156260 + Penalty 3052.831721 = -1031463.324538
  nChanged 21
		SP:Iteration 19Q (37630.950000 sec): 3 clusters
  Score: Raw -1034519.191587 + Penalty 3052.831721 = -1031466.359865
  nChanged 22
		SP:Iteration 20F (37631.210000 sec): 3 clusters
  Score: Raw -1034521.535580 + Penalty 3052.831721 = -1031468.703859
  nChanged 17
		SP:Iteration 21Q (37631.410000 sec): 3 clusters
  Score: Raw -1034523.215382 + Penalty 3052.831721 = -1031470.383661
  nChanged 21
		SP:Iteration 22Q (37631.620000 sec): 3 clusters
  Score: Raw -1034525.729860 + Penalty 3052.831721 = -1031472.898139
  nChanged 23
		SP:Iteration 23Q (37631.840000 sec): 3 clusters
  Score: Raw -1034528.453829 + Penalty 3052.831721 = -1031475.622107
  nChanged 15
		SP:Iteration 24Q (37632.130000 sec): 3 clusters
  Score: Raw -1034530.140660 + Penalty 3052.831721 = -1031477.308939
  nChanged 11
		SP:Iteration 25Q (37632.380000 sec): 3 clusters
  Score: Raw -1034531.471114 + Penalty 3052.831721 = -1031478.639392
  nChanged 12
		SP:Iteration 26Q (37632.550000 sec): 3 clusters
  Score: Raw -1034533.344365 + Penalty 3052.831721 = -1031480.512644
  nChanged 11
		SP:Iteration 27Q (37632.790000 sec): 3 clusters
  Score: Raw -1034534.281686 + Penalty 3052.831721 = -1031481.449964
  nChanged 6
		SP:Iteration 28Q (37632.970000 sec): 3 clusters
  Score: Raw -1034534.855568 + Penalty 3052.831721 = -1031482.023847
  nChanged 5
		SP:Iteration 29Q (37633.140000 sec): 3 clusters
  Score: Raw -1034535.224092 + Penalty 3052.831721 = -1031482.392371
  nChanged 4
		SP:Iteration 30Q (37633.400000 sec): 3 clusters
  Score: Raw -1034535.619983 + Penalty 3052.831721 = -1031482.788262
  nChanged 6
		SP:Iteration 31Q (37633.580000 sec): 3 clusters
  Score: Raw -1034536.035861 + Penalty 3052.831721 = -1031483.204140
  nChanged 2
		SP:Iteration 32Q (37633.770000 sec): 3 clusters
  Score: Raw -1034536.169776 + Penalty 3052.831721 = -1031483.338055
  nChanged 2
		SP:Iteration 33Q (37634.010000 sec): 3 clusters
  Score: Raw -1034536.331294 + Penalty 3052.831721 = -1031483.499572
  nChanged 3
		SP:Iteration 34Q (37634.220000 sec): 3 clusters
  Score: Raw -1034536.445605 + Penalty 3052.831721 = -1031483.613884
  nChanged 2
		SP:Iteration 35Q (37634.470000 sec): 3 clusters
  Score: Raw -1034536.558310 + Penalty 3052.831721 = -1031483.726588
  nChanged 2
		SP:Iteration 36Q (37634.720000 sec): 3 clusters
  Score: Raw -1034536.792178 + Penalty 3052.831721 = -1031483.960456
  nChanged 3
		SP:Iteration 37Q (37634.940000 sec): 3 clusters
  Score: Raw -1034537.044402 + Penalty 3052.831721 = -1031484.212681
  nChanged 1
		SP:Iteration 38Q (37635.230000 sec): 3 clusters
  Score: Raw -1034537.370088 + Penalty 3052.831721 = -1031484.538366
  nChanged 2
		SP:Iteration 39Q (37635.390000 sec): 3 clusters
  Score: Raw -1034537.541853 + Penalty 3052.831721 = -1031484.710132
  nChanged 1
		SP:Iteration 40F (37635.610000 sec): 3 clusters
  Score: Raw -1034537.627221 + Penalty 3052.831721 = -1031484.795500
  nChanged 2
		SP:Iteration 41Q (37635.790000 sec): 3 clusters
  Score: Raw -1034537.760155 + Penalty 3052.831721 = -1031484.928434
  nChanged 1
		SP:Iteration 42Q (37636.080000 sec): 3 clusters
  Score: Raw -1034537.801219 + Penalty 3052.831721 = -1031484.969498
  nChanged 0
		SP:Iteration 43F (37636.330000 sec): 3 clusters
  Score: Raw -1034537.801219 + Penalty 3052.831721 = -1031484.969498
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (5087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37636.440000 sec): 2 clusters
  Score: Raw -487706.827232 + Penalty 1386.847076 = -486319.980156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37636.610000 sec): 3 clusters
  Score: Raw -485043.278755 + Penalty 2773.694152 = -482269.584602
  nChanged 2039
		SP:Iteration 1F (37636.790000 sec): 3 clusters
  Score: Raw -486277.470767 + Penalty 2773.694152 = -483503.776615
  nChanged 426
		SP:Iteration 2F (37636.970000 sec): 3 clusters
  Score: Raw -486517.817938 + Penalty 2773.694152 = -483744.123786
  nChanged 299
		SP:Iteration 3F (37637.140000 sec): 3 clusters
  Score: Raw -486688.219039 + Penalty 2773.694152 = -483914.524887
  nChanged 217
		SP:Iteration 4Q (37637.310000 sec): 3 clusters
  Score: Raw -486793.310258 + Penalty 2773.694152 = -484019.616106
  nChanged 165
		SP:Iteration 5Q (37637.490000 sec): 3 clusters
  Score: Raw -486864.257854 + Penalty 2773.694152 = -484090.563702
  nChanged 144
		SP:Iteration 6Q (37637.660000 sec): 3 clusters
  Score: Raw -486920.333118 + Penalty 2773.694152 = -484146.638966
  nChanged 110
		SP:Iteration 7Q (37637.840000 sec): 3 clusters
  Score: Raw -486959.097836 + Penalty 2773.694152 = -484185.403684
  nChanged 103
		SP:Iteration 8Q (37638.010000 sec): 3 clusters
  Score: Raw -486997.706910 + Penalty 2773.694152 = -484224.012757
  nChanged 94
		SP:Iteration 9Q (37638.190000 sec): 3 clusters
  Score: Raw -487030.159256 + Penalty 2773.694152 = -484256.465104
  nChanged 90
		SP:Iteration 10Q (37638.370000 sec): 3 clusters
  Score: Raw -487057.925090 + Penalty 2773.694152 = -484284.230938
  nChanged 80
		SP:Iteration 11Q (37638.540000 sec): 3 clusters
  Score: Raw -487086.543540 + Penalty 2773.694152 = -484312.849388
  nChanged 70
		SP:Iteration 12Q (37638.710000 sec): 3 clusters
  Score: Raw -487109.979725 + Penalty 2773.694152 = -484336.285573
  nChanged 69
		SP:Iteration 13Q (37638.890000 sec): 3 clusters
  Score: Raw -487131.090203 + Penalty 2773.694152 = -484357.396051
  nChanged 69
		SP:Iteration 14Q (37639.060000 sec): 3 clusters
  Score: Raw -487150.069577 + Penalty 2773.694152 = -484376.375425
  nChanged 51
		SP:Iteration 15Q (37639.240000 sec): 3 clusters
  Score: Raw -487164.668367 + Penalty 2773.694152 = -484390.974215
  nChanged 52
		SP:Iteration 16Q (37639.410000 sec): 3 clusters
  Score: Raw -487178.836900 + Penalty 2773.694152 = -484405.142748
  nChanged 47
		SP:Iteration 17Q (37639.590000 sec): 3 clusters
  Score: Raw -487190.892561 + Penalty 2773.694152 = -484417.198409
  nChanged 38
		SP:Iteration 18Q (37639.770000 sec): 3 clusters
  Score: Raw -487200.734758 + Penalty 2773.694152 = -484427.040606
  nChanged 36
		SP:Iteration 19Q (37639.940000 sec): 3 clusters
  Score: Raw -487211.509109 + Penalty 2773.694152 = -484437.814957
  nChanged 36
		SP:Iteration 20F (37640.110000 sec): 3 clusters
  Score: Raw -487222.170266 + Penalty 2773.694152 = -484448.476114
  nChanged 28
		SP:Iteration 21Q (37640.290000 sec): 3 clusters
  Score: Raw -487227.984476 + Penalty 2773.694152 = -484454.290324
  nChanged 20
		SP:Iteration 22Q (37640.470000 sec): 3 clusters
  Score: Raw -487232.404096 + Penalty 2773.694152 = -484458.709943
  nChanged 23
		SP:Iteration 23Q (37640.640000 sec): 3 clusters
  Score: Raw -487236.532275 + Penalty 2773.694152 = -484462.838123
  nChanged 21
		SP:Iteration 24Q (37640.810000 sec): 3 clusters
  Score: Raw -487240.517754 + Penalty 2773.694152 = -484466.823602
  nChanged 19
		SP:Iteration 25Q (37640.990000 sec): 3 clusters
  Score: Raw -487243.118956 + Penalty 2773.694152 = -484469.424804
  nChanged 11
		SP:Iteration 26Q (37641.170000 sec): 3 clusters
  Score: Raw -487245.273451 + Penalty 2773.694152 = -484471.579299
  nChanged 10
		SP:Iteration 27Q (37641.340000 sec): 3 clusters
  Score: Raw -487246.703812 + Penalty 2773.694152 = -484473.009660
  nChanged 6
		SP:Iteration 28Q (37641.520000 sec): 3 clusters
  Score: Raw -487247.595574 + Penalty 2773.694152 = -484473.901422
  nChanged 8
		SP:Iteration 29Q (37641.690000 sec): 3 clusters
  Score: Raw -487249.024318 + Penalty 2773.694152 = -484475.330166
  nChanged 8
		SP:Iteration 30Q (37641.870000 sec): 3 clusters
  Score: Raw -487250.113192 + Penalty 2773.694152 = -484476.419040
  nChanged 6
		SP:Iteration 31Q (37642.040000 sec): 3 clusters
  Score: Raw -487251.037396 + Penalty 2773.694152 = -484477.343243
  nChanged 2
		SP:Iteration 32Q (37642.220000 sec): 3 clusters
  Score: Raw -487251.114217 + Penalty 2773.694152 = -484477.420065
  nChanged 0
		SP:Iteration 33F (37642.390000 sec): 3 clusters
  Score: Raw -487251.114217 + Penalty 2773.694152 = -484477.420065
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (8634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37642.500000 sec): 2 clusters
  Score: Raw -818278.508025 + Penalty 1472.812766 = -816805.695259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37642.650000 sec): 3 clusters
  Score: Raw -813404.609806 + Penalty 2945.625532 = -810458.984274
  nChanged 3736
		SP:Iteration 1F (37642.780000 sec): 3 clusters
  Score: Raw -815407.112974 + Penalty 2945.625532 = -812461.487442
  nChanged 554
		SP:Iteration 2F (37643.000000 sec): 3 clusters
  Score: Raw -815665.911618 + Penalty 2945.625532 = -812720.286085
  nChanged 482
		SP:Iteration 3F (37643.190000 sec): 3 clusters
  Score: Raw -815903.747984 + Penalty 2945.625532 = -812958.122451
  nChanged 445
		SP:Iteration 4F (37643.390000 sec): 3 clusters
  Score: Raw -816125.654020 + Penalty 2945.625532 = -813180.028487
  nChanged 415
		SP:Iteration 5Q (37643.590000 sec): 3 clusters
  Score: Raw -816329.897594 + Penalty 2945.625532 = -813384.272062
  nChanged 390
		SP:Iteration 6Q (37643.780000 sec): 3 clusters
  Score: Raw -816514.136226 + Penalty 2945.625532 = -813568.510694
  nChanged 369
		SP:Iteration 7Q (37643.970000 sec): 3 clusters
  Score: Raw -816688.914366 + Penalty 2945.625532 = -813743.288834
  nChanged 335
		SP:Iteration 8Q (37644.170000 sec): 3 clusters
  Score: Raw -816829.907236 + Penalty 2945.625532 = -813884.281704
  nChanged 280
		SP:Iteration 9Q (37644.360000 sec): 3 clusters
  Score: Raw -816941.197926 + Penalty 2945.625532 = -813995.572394
  nChanged 228
		SP:Iteration 10Q (37644.550000 sec): 3 clusters
  Score: Raw -817021.875484 + Penalty 2945.625532 = -814076.249952
  nChanged 215
		SP:Iteration 11Q (37644.750000 sec): 3 clusters
  Score: Raw -817097.127365 + Penalty 2945.625532 = -814151.501833
  nChanged 167
		SP:Iteration 12Q (37644.950000 sec): 3 clusters
  Score: Raw -817151.377605 + Penalty 2945.625532 = -814205.752073
  nChanged 125
		SP:Iteration 13Q (37645.180000 sec): 3 clusters
  Score: Raw -817186.349641 + Penalty 2945.625532 = -814240.724109
  nChanged 103
		SP:Iteration 14Q (37645.380000 sec): 3 clusters
  Score: Raw -817212.922030 + Penalty 2945.625532 = -814267.296497
  nChanged 91
		SP:Iteration 15Q (37645.570000 sec): 3 clusters
  Score: Raw -817235.226111 + Penalty 2945.625532 = -814289.600579
  nChanged 74
		SP:Iteration 16Q (37645.760000 sec): 3 clusters
  Score: Raw -817253.440480 + Penalty 2945.625532 = -814307.814948
  nChanged 80
		SP:Iteration 17Q (37646.010000 sec): 3 clusters
  Score: Raw -817275.021978 + Penalty 2945.625532 = -814329.396446
  nChanged 81
		SP:Iteration 18Q (37646.210000 sec): 3 clusters
  Score: Raw -817300.846155 + Penalty 2945.625532 = -814355.220623
  nChanged 88
		SP:Iteration 19Q (37646.400000 sec): 3 clusters
  Score: Raw -817327.691656 + Penalty 2945.625532 = -814382.066124
  nChanged 87
		SP:Iteration 20F (37646.590000 sec): 3 clusters
  Score: Raw -817354.355564 + Penalty 2945.625532 = -814408.730032
  nChanged 78
		SP:Iteration 21Q (37646.790000 sec): 3 clusters
  Score: Raw -817383.064807 + Penalty 2945.625532 = -814437.439275
  nChanged 100
		SP:Iteration 22Q (37646.980000 sec): 3 clusters
  Score: Raw -817420.586497 + Penalty 2945.625532 = -814474.960965
  nChanged 101
		SP:Iteration 23Q (37647.170000 sec): 3 clusters
  Score: Raw -817459.628047 + Penalty 2945.625532 = -814514.002515
  nChanged 94
		SP:Iteration 24Q (37647.370000 sec): 3 clusters
  Score: Raw -817502.841889 + Penalty 2945.625532 = -814557.216356
  nChanged 101
		SP:Iteration 25Q (37647.560000 sec): 3 clusters
  Score: Raw -817547.223370 + Penalty 2945.625532 = -814601.597838
  nChanged 114
		SP:Iteration 26Q (37647.750000 sec): 3 clusters
  Score: Raw -817606.318282 + Penalty 2945.625532 = -814660.692750
  nChanged 127
		SP:Iteration 27Q (37647.950000 sec): 3 clusters
  Score: Raw -817672.715708 + Penalty 2945.625532 = -814727.090175
  nChanged 112
		SP:Iteration 28Q (37648.150000 sec): 3 clusters
  Score: Raw -817732.250412 + Penalty 2945.625532 = -814786.624880
  nChanged 107
		SP:Iteration 29Q (37648.340000 sec): 3 clusters
  Score: Raw -817797.802263 + Penalty 2945.625532 = -814852.176730
  nChanged 121
		SP:Iteration 30Q (37648.540000 sec): 3 clusters
  Score: Raw -817874.837262 + Penalty 2945.625532 = -814929.211730
  nChanged 121
		SP:Iteration 31Q (37648.730000 sec): 3 clusters
  Score: Raw -817948.347532 + Penalty 2945.625532 = -815002.721999
  nChanged 117
		SP:Iteration 32Q (37648.920000 sec): 3 clusters
  Score: Raw -818019.207288 + Penalty 2945.625532 = -815073.581756
  nChanged 107
		SP:Iteration 33Q (37649.120000 sec): 3 clusters
  Score: Raw -818084.023433 + Penalty 2945.625532 = -815138.397901
  nChanged 100
		SP:Iteration 34Q (37649.310000 sec): 3 clusters
  Score: Raw -818147.472990 + Penalty 2945.625532 = -815201.847458
  nChanged 93
		SP:Iteration 35Q (37649.500000 sec): 3 clusters
  Score: Raw -818199.044184 + Penalty 2945.625532 = -815253.418652
  nChanged 58
		SP:Iteration 36Q (37649.700000 sec): 3 clusters
  Score: Raw -818226.700866 + Penalty 2945.625532 = -815281.075333
  nChanged 58
		SP:Iteration 37Q (37649.890000 sec): 3 clusters
  Score: Raw -818252.256007 + Penalty 2945.625532 = -815306.630474
  nChanged 54
		SP:Iteration 38Q (37650.090000 sec): 3 clusters
  Score: Raw -818278.482428 + Penalty 2945.625532 = -815332.856896
  nChanged 41
		SP:Iteration 39Q (37650.280000 sec): 3 clusters
  Score: Raw -818297.092102 + Penalty 2945.625532 = -815351.466570
  nChanged 28
		SP:Iteration 40F (37650.470000 sec): 3 clusters
  Score: Raw -818311.502477 + Penalty 2945.625532 = -815365.876945
  nChanged 30
		SP:Iteration 41Q (37650.670000 sec): 3 clusters
  Score: Raw -818324.682803 + Penalty 2945.625532 = -815379.057270
  nChanged 24
		SP:Iteration 42Q (37650.870000 sec): 3 clusters
  Score: Raw -818335.312429 + Penalty 2945.625532 = -815389.686896
  nChanged 19
		SP:Iteration 43Q (37651.060000 sec): 3 clusters
  Score: Raw -818342.654519 + Penalty 2945.625532 = -815397.028987
  nChanged 19
		SP:Iteration 44Q (37651.250000 sec): 3 clusters
  Score: Raw -818350.869093 + Penalty 2945.625532 = -815405.243561
  nChanged 18
		SP:Iteration 45Q (37651.450000 sec): 3 clusters
  Score: Raw -818357.959713 + Penalty 2945.625532 = -815412.334181
  nChanged 15
		SP:Iteration 46Q (37651.640000 sec): 3 clusters
  Score: Raw -818364.858993 + Penalty 2945.625532 = -815419.233461
  nChanged 12
		SP:Iteration 47Q (37651.840000 sec): 3 clusters
  Score: Raw -818368.981688 + Penalty 2945.625532 = -815423.356156
  nChanged 6
		SP:Iteration 48Q (37652.030000 sec): 3 clusters
  Score: Raw -818371.033755 + Penalty 2945.625532 = -815425.408222
  nChanged 3
		SP:Iteration 49Q (37652.220000 sec): 3 clusters
  Score: Raw -818371.454822 + Penalty 2945.625532 = -815425.829289
  nChanged 2
		SP:Iteration 50Q (37652.410000 sec): 3 clusters
  Score: Raw -818371.900265 + Penalty 2945.625532 = -815426.274733
  nChanged 2
		SP:Iteration 51Q (37652.600000 sec): 3 clusters
  Score: Raw -818372.385826 + Penalty 2945.625532 = -815426.760293
  nChanged 3
		SP:Iteration 52Q (37652.800000 sec): 3 clusters
  Score: Raw -818373.217934 + Penalty 2945.625532 = -815427.592402
  nChanged 4
		SP:Iteration 53Q (37652.990000 sec): 3 clusters
  Score: Raw -818375.214318 + Penalty 2945.625532 = -815429.588786
  nChanged 7
		SP:Iteration 54Q (37653.190000 sec): 3 clusters
  Score: Raw -818379.135564 + Penalty 2945.625532 = -815433.510032
  nChanged 8
		SP:Iteration 55Q (37653.390000 sec): 3 clusters
  Score: Raw -818382.147830 + Penalty 2945.625532 = -815436.522297
  nChanged 7
		SP:Iteration 56Q (37653.580000 sec): 3 clusters
  Score: Raw -818384.667435 + Penalty 2945.625532 = -815439.041903
  nChanged 3
		SP:Iteration 57Q (37653.770000 sec): 3 clusters
  Score: Raw -818385.195568 + Penalty 2945.625532 = -815439.570035
  nChanged 1
		SP:Iteration 58Q (37653.970000 sec): 3 clusters
  Score: Raw -818385.433941 + Penalty 2945.625532 = -815439.808409
  nChanged 1
		SP:Iteration 59Q (37654.160000 sec): 3 clusters
  Score: Raw -818385.619876 + Penalty 2945.625532 = -815439.994344
  nChanged 3
		SP:Iteration 60F (37654.390000 sec): 3 clusters
  Score: Raw -818386.921065 + Penalty 2945.625532 = -815441.295533
  nChanged 3
		SP:Iteration 61Q (37654.510000 sec): 3 clusters
  Score: Raw -818387.852410 + Penalty 2945.625532 = -815442.226878
  nChanged 3
		SP:Iteration 62Q (37654.640000 sec): 3 clusters
  Score: Raw -818388.602836 + Penalty 2945.625532 = -815442.977304
  nChanged 3
		SP:Iteration 63Q (37654.800000 sec): 3 clusters
  Score: Raw -818389.398220 + Penalty 2945.625532 = -815443.772688
  nChanged 1
		SP:Iteration 64Q (37655.030000 sec): 3 clusters
  Score: Raw -818389.579115 + Penalty 2945.625532 = -815443.953583
  nChanged 1
		SP:Iteration 65Q (37655.220000 sec): 3 clusters
  Score: Raw -818389.835740 + Penalty 2945.625532 = -815444.210208
  nChanged 0
		SP:Iteration 66F (37655.410000 sec): 3 clusters
  Score: Raw -818389.835740 + Penalty 2945.625532 = -815444.210208
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (3904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37655.500000 sec): 2 clusters
  Score: Raw -261591.680808 + Penalty 1343.835504 = -260247.845304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37655.680000 sec): 3 clusters
  Score: Raw -259701.513481 + Penalty 2687.671008 = -257013.842473
  nChanged 1549
		SP:Iteration 1F (37655.860000 sec): 3 clusters
  Score: Raw -260999.434335 + Penalty 2687.671008 = -258311.763327
  nChanged 419
		SP:Iteration 2F (37656.030000 sec): 3 clusters
  Score: Raw -261461.194662 + Penalty 2687.671008 = -258773.523654
  nChanged 283
		SP:Iteration 3F (37656.210000 sec): 3 clusters
  Score: Raw -261693.461740 + Penalty 2687.671008 = -259005.790732
  nChanged 190
		SP:Iteration 4Q (37656.380000 sec): 3 clusters
  Score: Raw -261828.678599 + Penalty 2687.671008 = -259141.007591
  nChanged 138
		SP:Iteration 5Q (37656.560000 sec): 3 clusters
  Score: Raw -261918.930914 + Penalty 2687.671008 = -259231.259906
  nChanged 104
		SP:Iteration 6Q (37656.740000 sec): 3 clusters
  Score: Raw -261983.871080 + Penalty 2687.671008 = -259296.200072
  nChanged 94
		SP:Iteration 7Q (37656.900000 sec): 3 clusters
  Score: Raw -262034.377015 + Penalty 2687.671008 = -259346.706007
  nChanged 72
		SP:Iteration 8Q (37657.090000 sec): 3 clusters
  Score: Raw -262078.382365 + Penalty 2687.671008 = -259390.711357
  nChanged 69
		SP:Iteration 9Q (37657.260000 sec): 3 clusters
  Score: Raw -262115.077332 + Penalty 2687.671008 = -259427.406324
  nChanged 57
		SP:Iteration 10Q (37657.440000 sec): 3 clusters
  Score: Raw -262141.488608 + Penalty 2687.671008 = -259453.817600
  nChanged 36
		SP:Iteration 11Q (37657.620000 sec): 3 clusters
  Score: Raw -262155.440245 + Penalty 2687.671008 = -259467.769237
  nChanged 36
		SP:Iteration 12Q (37657.790000 sec): 3 clusters
  Score: Raw -262170.040700 + Penalty 2687.671008 = -259482.369692
  nChanged 37
		SP:Iteration 13Q (37657.970000 sec): 3 clusters
  Score: Raw -262184.960660 + Penalty 2687.671008 = -259497.289652
  nChanged 31
		SP:Iteration 14Q (37658.140000 sec): 3 clusters
  Score: Raw -262198.512025 + Penalty 2687.671008 = -259510.841017
  nChanged 31
		SP:Iteration 15Q (37658.320000 sec): 3 clusters
  Score: Raw -262214.573393 + Penalty 2687.671008 = -259526.902385
  nChanged 37
		SP:Iteration 16Q (37658.490000 sec): 3 clusters
  Score: Raw -262233.030198 + Penalty 2687.671008 = -259545.359190
  nChanged 30
		SP:Iteration 17Q (37658.670000 sec): 3 clusters
  Score: Raw -262245.573091 + Penalty 2687.671008 = -259557.902083
  nChanged 29
		SP:Iteration 18Q (37658.840000 sec): 3 clusters
  Score: Raw -262260.638907 + Penalty 2687.671008 = -259572.967899
  nChanged 28
		SP:Iteration 19Q (37659.020000 sec): 3 clusters
  Score: Raw -262269.647626 + Penalty 2687.671008 = -259581.976618
  nChanged 22
		SP:Iteration 20F (37659.200000 sec): 3 clusters
  Score: Raw -262275.793340 + Penalty 2687.671008 = -259588.122332
  nChanged 9
		SP:Iteration 21Q (37659.370000 sec): 3 clusters
  Score: Raw -262277.636503 + Penalty 2687.671008 = -259589.965495
  nChanged 11
		SP:Iteration 22Q (37659.550000 sec): 3 clusters
  Score: Raw -262280.404206 + Penalty 2687.671008 = -259592.733198
  nChanged 16
		SP:Iteration 23Q (37659.720000 sec): 3 clusters
  Score: Raw -262285.740096 + Penalty 2687.671008 = -259598.069088
  nChanged 14
		SP:Iteration 24Q (37659.900000 sec): 3 clusters
  Score: Raw -262289.289332 + Penalty 2687.671008 = -259601.618324
  nChanged 15
		SP:Iteration 25Q (37660.080000 sec): 3 clusters
  Score: Raw -262295.374606 + Penalty 2687.671008 = -259607.703598
  nChanged 18
		SP:Iteration 26Q (37660.250000 sec): 3 clusters
  Score: Raw -262302.091476 + Penalty 2687.671008 = -259614.420468
  nChanged 17
		SP:Iteration 27Q (37660.400000 sec): 3 clusters
  Score: Raw -262310.042985 + Penalty 2687.671008 = -259622.371977
  nChanged 20
		SP:Iteration 28Q (37660.560000 sec): 3 clusters
  Score: Raw -262316.239376 + Penalty 2687.671008 = -259628.568369
  nChanged 12
		SP:Iteration 29Q (37660.740000 sec): 3 clusters
  Score: Raw -262320.664558 + Penalty 2687.671008 = -259632.993550
  nChanged 10
		SP:Iteration 30Q (37660.910000 sec): 3 clusters
  Score: Raw -262323.931383 + Penalty 2687.671008 = -259636.260375
  nChanged 14
		SP:Iteration 31Q (37661.090000 sec): 3 clusters
  Score: Raw -262328.079950 + Penalty 2687.671008 = -259640.408942
  nChanged 8
		SP:Iteration 32Q (37661.260000 sec): 3 clusters
  Score: Raw -262331.227240 + Penalty 2687.671008 = -259643.556232
  nChanged 8
		SP:Iteration 33Q (37661.440000 sec): 3 clusters
  Score: Raw -262333.834596 + Penalty 2687.671008 = -259646.163588
  nChanged 7
		SP:Iteration 34Q (37661.610000 sec): 3 clusters
  Score: Raw -262335.718281 + Penalty 2687.671008 = -259648.047273
  nChanged 8
		SP:Iteration 35Q (37661.770000 sec): 3 clusters
  Score: Raw -262338.171975 + Penalty 2687.671008 = -259650.500967
  nChanged 9
		SP:Iteration 36Q (37661.970000 sec): 3 clusters
  Score: Raw -262341.412122 + Penalty 2687.671008 = -259653.741114
  nChanged 14
		SP:Iteration 37Q (37662.170000 sec): 3 clusters
  Score: Raw -262345.460454 + Penalty 2687.671008 = -259657.789446
  nChanged 9
		SP:Iteration 38Q (37662.350000 sec): 3 clusters
  Score: Raw -262347.818524 + Penalty 2687.671008 = -259660.147516
  nChanged 5
		SP:Iteration 39Q (37662.520000 sec): 3 clusters
  Score: Raw -262348.740317 + Penalty 2687.671008 = -259661.069309
  nChanged 1
		SP:Iteration 40F (37662.700000 sec): 3 clusters
  Score: Raw -262349.038815 + Penalty 2687.671008 = -259661.367807
  nChanged 1
		SP:Iteration 41Q (37662.870000 sec): 3 clusters
  Score: Raw -262349.290844 + Penalty 2687.671008 = -259661.619836
  nChanged 0
		SP:Iteration 42F (37663.050000 sec): 3 clusters
  Score: Raw -262349.290844 + Penalty 2687.671008 = -259661.619836
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37663.160000 sec): 2 clusters
  Score: Raw -333792.377438 + Penalty 1342.833445 = -332449.543992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37663.330000 sec): 3 clusters
  Score: Raw -331916.543607 + Penalty 2685.666891 = -329230.876716
  nChanged 1547
		SP:Iteration 1F (37663.510000 sec): 3 clusters
  Score: Raw -332885.127549 + Penalty 2685.666891 = -330199.460658
  nChanged 343
		SP:Iteration 2F (37663.690000 sec): 3 clusters
  Score: Raw -333147.633017 + Penalty 2685.666891 = -330461.966126
  nChanged 279
		SP:Iteration 3F (37663.860000 sec): 3 clusters
  Score: Raw -333381.919069 + Penalty 2685.666891 = -330696.252178
  nChanged 261
		SP:Iteration 4F (37663.930000 sec): 3 clusters
  Score: Raw -333587.424806 + Penalty 2685.666891 = -330901.757916
  nChanged 193
		SP:Iteration 5Q (37664.010000 sec): 3 clusters
  Score: Raw -333727.233453 + Penalty 2685.666891 = -331041.566562
  nChanged 144
		SP:Iteration 6Q (37664.090000 sec): 3 clusters
  Score: Raw -333814.853220 + Penalty 2685.666891 = -331129.186329
  nChanged 126
		SP:Iteration 7Q (37664.150000 sec): 3 clusters
  Score: Raw -333900.290510 + Penalty 2685.666891 = -331214.623619
  nChanged 97
		SP:Iteration 8Q (37664.230000 sec): 3 clusters
  Score: Raw -333959.531139 + Penalty 2685.666891 = -331273.864248
  nChanged 72
		SP:Iteration 9Q (37664.310000 sec): 3 clusters
  Score: Raw -334003.078061 + Penalty 2685.666891 = -331317.411171
  nChanged 55
		SP:Iteration 10Q (37664.380000 sec): 3 clusters
  Score: Raw -334034.005024 + Penalty 2685.666891 = -331348.338134
  nChanged 50
		SP:Iteration 11Q (37664.460000 sec): 3 clusters
  Score: Raw -334067.376544 + Penalty 2685.666891 = -331381.709653
  nChanged 51
		SP:Iteration 12Q (37664.540000 sec): 3 clusters
  Score: Raw -334098.768438 + Penalty 2685.666891 = -331413.101547
  nChanged 42
		SP:Iteration 13Q (37664.610000 sec): 3 clusters
  Score: Raw -334126.794324 + Penalty 2685.666891 = -331441.127433
  nChanged 46
		SP:Iteration 14Q (37664.680000 sec): 3 clusters
  Score: Raw -334166.413218 + Penalty 2685.666891 = -331480.746328
  nChanged 48
		SP:Iteration 15Q (37664.760000 sec): 3 clusters
  Score: Raw -334200.989370 + Penalty 2685.666891 = -331515.322479
  nChanged 39
		SP:Iteration 16Q (37664.830000 sec): 3 clusters
  Score: Raw -334224.838369 + Penalty 2685.666891 = -331539.171478
  nChanged 38
		SP:Iteration 17Q (37664.910000 sec): 3 clusters
  Score: Raw -334251.885649 + Penalty 2685.666891 = -331566.218759
  nChanged 33
		SP:Iteration 18Q (37664.980000 sec): 3 clusters
  Score: Raw -334267.115800 + Penalty 2685.666891 = -331581.448909
  nChanged 28
		SP:Iteration 19Q (37665.060000 sec): 3 clusters
  Score: Raw -334279.962744 + Penalty 2685.666891 = -331594.295853
  nChanged 29
		SP:Iteration 20F (37665.130000 sec): 3 clusters
  Score: Raw -334298.867298 + Penalty 2685.666891 = -331613.200408
  nChanged 29
		SP:Iteration 21Q (37665.200000 sec): 3 clusters
  Score: Raw -334309.130901 + Penalty 2685.666891 = -331623.464010
  nChanged 22
		SP:Iteration 22Q (37665.280000 sec): 3 clusters
  Score: Raw -334318.588241 + Penalty 2685.666891 = -331632.921350
  nChanged 19
		SP:Iteration 23Q (37665.360000 sec): 3 clusters
  Score: Raw -334325.425230 + Penalty 2685.666891 = -331639.758340
  nChanged 18
		SP:Iteration 24Q (37665.430000 sec): 3 clusters
  Score: Raw -334330.066872 + Penalty 2685.666891 = -331644.399981
  nChanged 9
		SP:Iteration 25Q (37665.500000 sec): 3 clusters
  Score: Raw -334332.845415 + Penalty 2685.666891 = -331647.178524
  nChanged 9
		SP:Iteration 26Q (37665.570000 sec): 3 clusters
  Score: Raw -334335.709444 + Penalty 2685.666891 = -331650.042554
  nChanged 10
		SP:Iteration 27Q (37665.650000 sec): 3 clusters
  Score: Raw -334339.061552 + Penalty 2685.666891 = -331653.394661
  nChanged 7
		SP:Iteration 28Q (37665.720000 sec): 3 clusters
  Score: Raw -334340.687068 + Penalty 2685.666891 = -331655.020177
  nChanged 5
		SP:Iteration 29Q (37665.800000 sec): 3 clusters
  Score: Raw -334341.674074 + Penalty 2685.666891 = -331656.007184
  nChanged 4
		SP:Iteration 30Q (37665.870000 sec): 3 clusters
  Score: Raw -334342.863559 + Penalty 2685.666891 = -331657.196668
  nChanged 3
		SP:Iteration 31Q (37665.950000 sec): 3 clusters
  Score: Raw -334344.373421 + Penalty 2685.666891 = -331658.706530
  nChanged 2
		SP:Iteration 32Q (37666.020000 sec): 3 clusters
  Score: Raw -334345.008920 + Penalty 2685.666891 = -331659.342029
  nChanged 4
		SP:Iteration 33Q (37666.100000 sec): 3 clusters
  Score: Raw -334346.051255 + Penalty 2685.666891 = -331660.384365
  nChanged 5
		SP:Iteration 34Q (37666.170000 sec): 3 clusters
  Score: Raw -334347.173686 + Penalty 2685.666891 = -331661.506796
  nChanged 3
		SP:Iteration 35Q (37666.240000 sec): 3 clusters
  Score: Raw -334348.376532 + Penalty 2685.666891 = -331662.709641
  nChanged 6
		SP:Iteration 36Q (37666.320000 sec): 3 clusters
  Score: Raw -334350.353066 + Penalty 2685.666891 = -331664.686176
  nChanged 8
		SP:Iteration 37Q (37666.390000 sec): 3 clusters
  Score: Raw -334352.695266 + Penalty 2685.666891 = -331667.028376
  nChanged 3
		SP:Iteration 38Q (37666.460000 sec): 3 clusters
  Score: Raw -334353.286232 + Penalty 2685.666891 = -331667.619342
  nChanged 1
		SP:Iteration 39Q (37666.540000 sec): 3 clusters
  Score: Raw -334353.448683 + Penalty 2685.666891 = -331667.781793
  nChanged 0
		SP:Iteration 40F (37666.610000 sec): 3 clusters
  Score: Raw -334353.448683 + Penalty 2685.666891 = -331667.781793
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (16284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37666.840000 sec): 2 clusters
  Score: Raw -1374453.701043 + Penalty 1575.914975 = -1372877.786068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37667.180000 sec): 3 clusters
  Score: Raw -1364901.983607 + Penalty 3151.829951 = -1361750.153656
  nChanged 7172
		SP:Iteration 1F (37667.520000 sec): 3 clusters
  Score: Raw -1369391.294801 + Penalty 3151.829951 = -1366239.464850
  nChanged 1288
		SP:Iteration 2F (37667.780000 sec): 3 clusters
  Score: Raw -1370306.898379 + Penalty 3151.829951 = -1367155.068429
  nChanged 1244
		SP:Iteration 3F (37667.990000 sec): 3 clusters
  Score: Raw -1371241.955275 + Penalty 3151.829951 = -1368090.125324
  nChanged 1158
		SP:Iteration 4F (37668.270000 sec): 3 clusters
  Score: Raw -1372115.889054 + Penalty 3151.829951 = -1368964.059104
  nChanged 1062
		SP:Iteration 5F (37668.570000 sec): 3 clusters
  Score: Raw -1372788.579575 + Penalty 3151.829951 = -1369636.749625
  nChanged 816
		SP:Iteration 6F (37668.910000 sec): 3 clusters
  Score: Raw -1373286.145136 + Penalty 3151.829951 = -1370134.315186
  nChanged 672
		SP:Iteration 7Q (37669.210000 sec): 3 clusters
  Score: Raw -1373720.142042 + Penalty 3151.829951 = -1370568.312091
  nChanged 544
		SP:Iteration 8Q (37669.480000 sec): 3 clusters
  Score: Raw -1374082.422053 + Penalty 3151.829951 = -1370930.592103
  nChanged 462
		SP:Iteration 9Q (37669.820000 sec): 3 clusters
  Score: Raw -1374342.553852 + Penalty 3151.829951 = -1371190.723902
  nChanged 363
		SP:Iteration 10Q (37670.090000 sec): 3 clusters
  Score: Raw -1374521.641202 + Penalty 3151.829951 = -1371369.811252
  nChanged 308
		SP:Iteration 11Q (37670.400000 sec): 3 clusters
  Score: Raw -1374653.926038 + Penalty 3151.829951 = -1371502.096087
  nChanged 261
		SP:Iteration 12Q (37670.700000 sec): 3 clusters
  Score: Raw -1374768.547733 + Penalty 3151.829951 = -1371616.717783
  nChanged 231
		SP:Iteration 13Q (37671.000000 sec): 3 clusters
  Score: Raw -1374856.623967 + Penalty 3151.829951 = -1371704.794016
  nChanged 170
		SP:Iteration 14Q (37671.310000 sec): 3 clusters
  Score: Raw -1374921.261005 + Penalty 3151.829951 = -1371769.431054
  nChanged 153
		SP:Iteration 15Q (37671.620000 sec): 3 clusters
  Score: Raw -1374970.985432 + Penalty 3151.829951 = -1371819.155481
  nChanged 140
		SP:Iteration 16Q (37671.920000 sec): 3 clusters
  Score: Raw -1375015.475255 + Penalty 3151.829951 = -1371863.645305
  nChanged 124
		SP:Iteration 17Q (37672.230000 sec): 3 clusters
  Score: Raw -1375058.740388 + Penalty 3151.829951 = -1371906.910438
  nChanged 144
		SP:Iteration 18Q (37672.520000 sec): 3 clusters
  Score: Raw -1375105.041706 + Penalty 3151.829951 = -1371953.211755
  nChanged 137
		SP:Iteration 19Q (37672.800000 sec): 3 clusters
  Score: Raw -1375153.026071 + Penalty 3151.829951 = -1372001.196120
  nChanged 135
		SP:Iteration 20F (37673.080000 sec): 3 clusters
  Score: Raw -1375197.337370 + Penalty 3151.829951 = -1372045.507420
  nChanged 110
		SP:Iteration 21Q (37673.320000 sec): 3 clusters
  Score: Raw -1375233.179166 + Penalty 3151.829951 = -1372081.349216
  nChanged 96
		SP:Iteration 22Q (37673.540000 sec): 3 clusters
  Score: Raw -1375258.473636 + Penalty 3151.829951 = -1372106.643686
  nChanged 88
		SP:Iteration 23Q (37673.860000 sec): 3 clusters
  Score: Raw -1375282.470530 + Penalty 3151.829951 = -1372130.640580
  nChanged 91
		SP:Iteration 24Q (37674.100000 sec): 3 clusters
  Score: Raw -1375308.993420 + Penalty 3151.829951 = -1372157.163469
  nChanged 83
		SP:Iteration 25Q (37674.330000 sec): 3 clusters
  Score: Raw -1375331.494748 + Penalty 3151.829951 = -1372179.664797
  nChanged 78
		SP:Iteration 26Q (37674.610000 sec): 3 clusters
  Score: Raw -1375352.705649 + Penalty 3151.829951 = -1372200.875699
  nChanged 82
		SP:Iteration 27Q (37674.910000 sec): 3 clusters
  Score: Raw -1375376.242608 + Penalty 3151.829951 = -1372224.412657
  nChanged 68
		SP:Iteration 28Q (37675.180000 sec): 3 clusters
  Score: Raw -1375393.314590 + Penalty 3151.829951 = -1372241.484640
  nChanged 52
		SP:Iteration 29Q (37675.500000 sec): 3 clusters
  Score: Raw -1375403.812515 + Penalty 3151.829951 = -1372251.982564
  nChanged 42
		SP:Iteration 30Q (37675.800000 sec): 3 clusters
  Score: Raw -1375414.074209 + Penalty 3151.829951 = -1372262.244258
  nChanged 35
		SP:Iteration 31Q (37676.100000 sec): 3 clusters
  Score: Raw -1375421.832816 + Penalty 3151.829951 = -1372270.002865
  nChanged 34
		SP:Iteration 32Q (37676.400000 sec): 3 clusters
  Score: Raw -1375430.167442 + Penalty 3151.829951 = -1372278.337491
  nChanged 34
		SP:Iteration 33Q (37676.710000 sec): 3 clusters
  Score: Raw -1375437.608901 + Penalty 3151.829951 = -1372285.778950
  nChanged 36
		SP:Iteration 34Q (37677.020000 sec): 3 clusters
  Score: Raw -1375448.479977 + Penalty 3151.829951 = -1372296.650026
  nChanged 44
		SP:Iteration 35Q (37677.320000 sec): 3 clusters
  Score: Raw -1375460.365489 + Penalty 3151.829951 = -1372308.535539
  nChanged 43
		SP:Iteration 36Q (37677.630000 sec): 3 clusters
  Score: Raw -1375471.832048 + Penalty 3151.829951 = -1372320.002098
  nChanged 36
		SP:Iteration 37Q (37677.940000 sec): 3 clusters
  Score: Raw -1375480.066311 + Penalty 3151.829951 = -1372328.236361
  nChanged 23
		SP:Iteration 38Q (37678.240000 sec): 3 clusters
  Score: Raw -1375484.290600 + Penalty 3151.829951 = -1372332.460650
  nChanged 21
		SP:Iteration 39Q (37678.550000 sec): 3 clusters
  Score: Raw -1375487.524737 + Penalty 3151.829951 = -1372335.694787
  nChanged 23
		SP:Iteration 40F (37678.820000 sec): 3 clusters
  Score: Raw -1375491.779255 + Penalty 3151.829951 = -1372339.949305
  nChanged 19
		SP:Iteration 41Q (37679.120000 sec): 3 clusters
  Score: Raw -1375494.595074 + Penalty 3151.829951 = -1372342.765124
  nChanged 14
		SP:Iteration 42Q (37679.430000 sec): 3 clusters
  Score: Raw -1375497.118813 + Penalty 3151.829951 = -1372345.288862
  nChanged 10
		SP:Iteration 43Q (37679.730000 sec): 3 clusters
  Score: Raw -1375498.918060 + Penalty 3151.829951 = -1372347.088110
  nChanged 10
		SP:Iteration 44Q (37680.040000 sec): 3 clusters
  Score: Raw -1375500.260227 + Penalty 3151.829951 = -1372348.430277
  nChanged 8
		SP:Iteration 45Q (37680.340000 sec): 3 clusters
  Score: Raw -1375501.449371 + Penalty 3151.829951 = -1372349.619421
  nChanged 12
		SP:Iteration 46Q (37680.650000 sec): 3 clusters
  Score: Raw -1375503.476545 + Penalty 3151.829951 = -1372351.646594
  nChanged 18
		SP:Iteration 47Q (37680.960000 sec): 3 clusters
  Score: Raw -1375506.759129 + Penalty 3151.829951 = -1372354.929178
  nChanged 16
		SP:Iteration 48Q (37681.260000 sec): 3 clusters
  Score: Raw -1375509.849115 + Penalty 3151.829951 = -1372358.019165
  nChanged 16
		SP:Iteration 49Q (37681.570000 sec): 3 clusters
  Score: Raw -1375513.128672 + Penalty 3151.829951 = -1372361.298721
  nChanged 15
		SP:Iteration 50Q (37681.880000 sec): 3 clusters
  Score: Raw -1375516.192764 + Penalty 3151.829951 = -1372364.362813
  nChanged 13
		SP:Iteration 51Q (37682.180000 sec): 3 clusters
  Score: Raw -1375519.051135 + Penalty 3151.829951 = -1372367.221185
  nChanged 14
		SP:Iteration 52Q (37682.490000 sec): 3 clusters
  Score: Raw -1375521.862396 + Penalty 3151.829951 = -1372370.032445
  nChanged 13
		SP:Iteration 53Q (37682.800000 sec): 3 clusters
  Score: Raw -1375524.159152 + Penalty 3151.829951 = -1372372.329202
  nChanged 14
		SP:Iteration 54Q (37683.100000 sec): 3 clusters
  Score: Raw -1375527.208834 + Penalty 3151.829951 = -1372375.378884
  nChanged 10
		SP:Iteration 55Q (37683.410000 sec): 3 clusters
  Score: Raw -1375528.511913 + Penalty 3151.829951 = -1372376.681963
  nChanged 6
		SP:Iteration 56Q (37683.720000 sec): 3 clusters
  Score: Raw -1375529.666941 + Penalty 3151.829951 = -1372377.836990
  nChanged 8
		SP:Iteration 57Q (37684.030000 sec): 3 clusters
  Score: Raw -1375530.946168 + Penalty 3151.829951 = -1372379.116217
  nChanged 2
		SP:Iteration 58Q (37684.330000 sec): 3 clusters
  Score: Raw -1375531.396522 + Penalty 3151.829951 = -1372379.566571
  nChanged 4
		SP:Iteration 59Q (37684.640000 sec): 3 clusters
  Score: Raw -1375532.226092 + Penalty 3151.829951 = -1372380.396142
  nChanged 5
		SP:Iteration 60F (37684.950000 sec): 3 clusters
  Score: Raw -1375532.872225 + Penalty 3151.829951 = -1372381.042274
  nChanged 2
		SP:Iteration 61Q (37685.250000 sec): 3 clusters
  Score: Raw -1375533.123763 + Penalty 3151.829951 = -1372381.293813
  nChanged 2
		SP:Iteration 62Q (37685.570000 sec): 3 clusters
  Score: Raw -1375533.383780 + Penalty 3151.829951 = -1372381.553829
  nChanged 1
		SP:Iteration 63Q (37685.870000 sec): 3 clusters
  Score: Raw -1375533.836230 + Penalty 3151.829951 = -1372382.006280
  nChanged 3
		SP:Iteration 64Q (37686.170000 sec): 3 clusters
  Score: Raw -1375534.247641 + Penalty 3151.829951 = -1372382.417691
  nChanged 3
		SP:Iteration 65Q (37686.490000 sec): 3 clusters
  Score: Raw -1375534.704440 + Penalty 3151.829951 = -1372382.874489
  nChanged 3
		SP:Iteration 66Q (37686.790000 sec): 3 clusters
  Score: Raw -1375535.022095 + Penalty 3151.829951 = -1372383.192145
  nChanged 2
		SP:Iteration 67Q (37687.100000 sec): 3 clusters
  Score: Raw -1375535.323881 + Penalty 3151.829951 = -1372383.493931
  nChanged 2
		SP:Iteration 68Q (37687.410000 sec): 3 clusters
  Score: Raw -1375535.571244 + Penalty 3151.829951 = -1372383.741293
  nChanged 1
		SP:Iteration 69Q (37687.670000 sec): 3 clusters
  Score: Raw -1375535.670878 + Penalty 3151.829951 = -1372383.840927
  nChanged 2
		SP:Iteration 70Q (37687.970000 sec): 3 clusters
  Score: Raw -1375536.216418 + Penalty 3151.829951 = -1372384.386468
  nChanged 3
		SP:Iteration 71Q (37688.210000 sec): 3 clusters
  Score: Raw -1375536.960529 + Penalty 3151.829951 = -1372385.130579
  nChanged 6
		SP:Iteration 72Q (37688.450000 sec): 3 clusters
  Score: Raw -1375537.869927 + Penalty 3151.829951 = -1372386.039977
  nChanged 3
		SP:Iteration 73Q (37688.630000 sec): 3 clusters
  Score: Raw -1375538.383952 + Penalty 3151.829951 = -1372386.554002
  nChanged 4
		SP:Iteration 74Q (37688.830000 sec): 3 clusters
  Score: Raw -1375538.901059 + Penalty 3151.829951 = -1372387.071109
  nChanged 4
		SP:Iteration 75Q (37689.010000 sec): 3 clusters
  Score: Raw -1375539.217923 + Penalty 3151.829951 = -1372387.387972
  nChanged 4
		SP:Iteration 76Q (37689.290000 sec): 3 clusters
  Score: Raw -1375539.701337 + Penalty 3151.829951 = -1372387.871387
  nChanged 2
		SP:Iteration 77Q (37689.590000 sec): 3 clusters
  Score: Raw -1375540.289384 + Penalty 3151.829951 = -1372388.459433
  nChanged 2
		SP:Iteration 78Q (37689.870000 sec): 3 clusters
  Score: Raw -1375540.471056 + Penalty 3151.829951 = -1372388.641106
  nChanged 0
		SP:Iteration 79F (37690.130000 sec): 3 clusters
  Score: Raw -1375540.471056 + Penalty 3151.829951 = -1372388.641106
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37690.210000 sec): 2 clusters
  Score: Raw -60949.479073 + Penalty 1100.439528 = -59849.039545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37690.390000 sec): 3 clusters
  Score: Raw -60773.409452 + Penalty 2200.879056 = -58572.530397
  nChanged 260
		SP:Iteration 1F (37690.570000 sec): 3 clusters
  Score: Raw -61131.981737 + Penalty 2200.879056 = -58931.102681
  nChanged 70
		SP:Iteration 2F (37690.700000 sec): 3 clusters
  Score: Raw -61271.449208 + Penalty 2200.879056 = -59070.570153
  nChanged 54
		SP:Iteration 3F (37690.720000 sec): 3 clusters
  Score: Raw -61386.708558 + Penalty 2200.879056 = -59185.829502
  nChanged 46
		SP:Iteration 4F (37690.730000 sec): 3 clusters
  Score: Raw -61462.391012 + Penalty 2200.879056 = -59261.511956
  nChanged 23
		SP:Iteration 5Q (37690.760000 sec): 3 clusters
  Score: Raw -61510.017578 + Penalty 2200.879056 = -59309.138522
  nChanged 17
		SP:Iteration 6Q (37690.790000 sec): 3 clusters
  Score: Raw -61533.295909 + Penalty 2200.879056 = -59332.416853
  nChanged 13
		SP:Iteration 7Q (37690.810000 sec): 3 clusters
  Score: Raw -61552.147593 + Penalty 2200.879056 = -59351.268537
  nChanged 7
		SP:Iteration 8Q (37690.830000 sec): 3 clusters
  Score: Raw -61562.794866 + Penalty 2200.879056 = -59361.915810
  nChanged 8
		SP:Iteration 9Q (37690.860000 sec): 3 clusters
  Score: Raw -61576.589529 + Penalty 2200.879056 = -59375.710473
  nChanged 5
		SP:Iteration 10Q (37690.880000 sec): 3 clusters
  Score: Raw -61581.684879 + Penalty 2200.879056 = -59380.805824
  nChanged 8
		SP:Iteration 11Q (37690.910000 sec): 3 clusters
  Score: Raw -61589.269834 + Penalty 2200.879056 = -59388.390778
  nChanged 4
		SP:Iteration 12Q (37690.930000 sec): 3 clusters
  Score: Raw -61592.567313 + Penalty 2200.879056 = -59391.688258
  nChanged 2
		SP:Iteration 13Q (37690.950000 sec): 3 clusters
  Score: Raw -61594.265844 + Penalty 2200.879056 = -59393.386789
  nChanged 1
		SP:Iteration 14Q (37690.980000 sec): 3 clusters
  Score: Raw -61595.670807 + Penalty 2200.879056 = -59394.791752
  nChanged 0
		SP:Iteration 15F (37691.010000 sec): 3 clusters
  Score: Raw -61595.670807 + Penalty 2200.879056 = -59394.791752
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (1826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37691.060000 sec): 2 clusters
  Score: Raw -153883.321076 + Penalty 1220.355997 = -152662.965078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37691.100000 sec): 3 clusters
  Score: Raw -153113.460227 + Penalty 2440.711995 = -150672.748232
  nChanged 634
		SP:Iteration 1F (37691.140000 sec): 3 clusters
  Score: Raw -153523.117917 + Penalty 2440.711995 = -151082.405922
  nChanged 145
		SP:Iteration 2F (37691.170000 sec): 3 clusters
  Score: Raw -153654.194882 + Penalty 2440.711995 = -151213.482887
  nChanged 112
		SP:Iteration 3F (37691.210000 sec): 3 clusters
  Score: Raw -153762.695014 + Penalty 2440.711995 = -151321.983019
  nChanged 102
		SP:Iteration 4F (37691.240000 sec): 3 clusters
  Score: Raw -153884.824409 + Penalty 2440.711995 = -151444.112414
  nChanged 96
		SP:Iteration 5F (37691.280000 sec): 3 clusters
  Score: Raw -153996.985640 + Penalty 2440.711995 = -151556.273645
  nChanged 84
		SP:Iteration 6Q (37691.310000 sec): 3 clusters
  Score: Raw -154098.566174 + Penalty 2440.711995 = -151657.854179
  nChanged 68
		SP:Iteration 7Q (37691.350000 sec): 3 clusters
  Score: Raw -154177.426494 + Penalty 2440.711995 = -151736.714500
  nChanged 58
		SP:Iteration 8Q (37691.390000 sec): 3 clusters
  Score: Raw -154238.331554 + Penalty 2440.711995 = -151797.619559
  nChanged 52
		SP:Iteration 9Q (37691.420000 sec): 3 clusters
  Score: Raw -154292.469324 + Penalty 2440.711995 = -151851.757329
  nChanged 39
		SP:Iteration 10Q (37691.470000 sec): 3 clusters
  Score: Raw -154328.406677 + Penalty 2440.711995 = -151887.694682
  nChanged 24
		SP:Iteration 11Q (37691.500000 sec): 3 clusters
  Score: Raw -154346.887041 + Penalty 2440.711995 = -151906.175046
  nChanged 26
		SP:Iteration 12Q (37691.530000 sec): 3 clusters
  Score: Raw -154373.246209 + Penalty 2440.711995 = -151932.534214
  nChanged 23
		SP:Iteration 13Q (37691.580000 sec): 3 clusters
  Score: Raw -154397.522209 + Penalty 2440.711995 = -151956.810214
  nChanged 26
		SP:Iteration 14Q (37691.620000 sec): 3 clusters
  Score: Raw -154421.224389 + Penalty 2440.711995 = -151980.512394
  nChanged 22
		SP:Iteration 15Q (37691.660000 sec): 3 clusters
  Score: Raw -154439.755360 + Penalty 2440.711995 = -151999.043365
  nChanged 21
		SP:Iteration 16Q (37691.710000 sec): 3 clusters
  Score: Raw -154462.943711 + Penalty 2440.711995 = -152022.231716
  nChanged 25
		SP:Iteration 17Q (37691.740000 sec): 3 clusters
  Score: Raw -154499.131311 + Penalty 2440.711995 = -152058.419316
  nChanged 27
		SP:Iteration 18Q (37691.780000 sec): 3 clusters
  Score: Raw -154524.013341 + Penalty 2440.711995 = -152083.301347
  nChanged 12
		SP:Iteration 19Q (37691.810000 sec): 3 clusters
  Score: Raw -154532.483516 + Penalty 2440.711995 = -152091.771521
  nChanged 6
		SP:Iteration 20F (37691.850000 sec): 3 clusters
  Score: Raw -154536.552969 + Penalty 2440.711995 = -152095.840974
  nChanged 8
		SP:Iteration 21Q (37691.880000 sec): 3 clusters
  Score: Raw -154541.222478 + Penalty 2440.711995 = -152100.510483
  nChanged 4
		SP:Iteration 22Q (37691.920000 sec): 3 clusters
  Score: Raw -154543.866391 + Penalty 2440.711995 = -152103.154396
  nChanged 4
		SP:Iteration 23Q (37691.960000 sec): 3 clusters
  Score: Raw -154546.897267 + Penalty 2440.711995 = -152106.185272
  nChanged 5
		SP:Iteration 24Q (37692.000000 sec): 3 clusters
  Score: Raw -154550.213588 + Penalty 2440.711995 = -152109.501593
  nChanged 4
		SP:Iteration 25Q (37692.030000 sec): 3 clusters
  Score: Raw -154553.629230 + Penalty 2440.711995 = -152112.917235
  nChanged 5
		SP:Iteration 26Q (37692.080000 sec): 3 clusters
  Score: Raw -154557.256355 + Penalty 2440.711995 = -152116.544360
  nChanged 6
		SP:Iteration 27Q (37692.120000 sec): 3 clusters
  Score: Raw -154561.753603 + Penalty 2440.711995 = -152121.041608
  nChanged 4
		SP:Iteration 28Q (37692.270000 sec): 3 clusters
  Score: Raw -154564.355242 + Penalty 2440.711995 = -152123.643247
  nChanged 4
		SP:Iteration 29Q (37692.450000 sec): 3 clusters
  Score: Raw -154567.879348 + Penalty 2440.711995 = -152127.167353
  nChanged 3
		SP:Iteration 30Q (37692.620000 sec): 3 clusters
  Score: Raw -154569.077493 + Penalty 2440.711995 = -152128.365498
  nChanged 0
		SP:Iteration 31F (37692.800000 sec): 3 clusters
  Score: Raw -154569.077493 + Penalty 2440.711995 = -152128.365498
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (6002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37692.920000 sec): 2 clusters
  Score: Raw -486864.302798 + Penalty 1413.725304 = -485450.577494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37693.090000 sec): 3 clusters
  Score: Raw -483836.414847 + Penalty 2827.450608 = -481008.964239
  nChanged 2444
		SP:Iteration 1F (37693.190000 sec): 3 clusters
  Score: Raw -485452.193845 + Penalty 2827.450608 = -482624.743237
  nChanged 473
		SP:Iteration 2F (37693.290000 sec): 3 clusters
  Score: Raw -485759.006763 + Penalty 2827.450608 = -482931.556155
  nChanged 387
		SP:Iteration 3F (37693.470000 sec): 3 clusters
  Score: Raw -486025.960677 + Penalty 2827.450608 = -483198.510068
  nChanged 319
		SP:Iteration 4F (37693.640000 sec): 3 clusters
  Score: Raw -486275.267928 + Penalty 2827.450608 = -483447.817320
  nChanged 302
		SP:Iteration 5F (37693.800000 sec): 3 clusters
  Score: Raw -486512.332014 + Penalty 2827.450608 = -483684.881406
  nChanged 243
		SP:Iteration 6Q (37693.970000 sec): 3 clusters
  Score: Raw -486687.879375 + Penalty 2827.450608 = -483860.428767
  nChanged 172
		SP:Iteration 7Q (37694.140000 sec): 3 clusters
  Score: Raw -486812.080104 + Penalty 2827.450608 = -483984.629495
  nChanged 151
		SP:Iteration 8Q (37694.300000 sec): 3 clusters
  Score: Raw -486907.387182 + Penalty 2827.450608 = -484079.936574
  nChanged 113
		SP:Iteration 9Q (37694.470000 sec): 3 clusters
  Score: Raw -486976.425262 + Penalty 2827.450608 = -484148.974654
  nChanged 93
		SP:Iteration 10Q (37694.640000 sec): 3 clusters
  Score: Raw -487025.479220 + Penalty 2827.450608 = -484198.028612
  nChanged 71
		SP:Iteration 11Q (37694.800000 sec): 3 clusters
  Score: Raw -487073.775871 + Penalty 2827.450608 = -484246.325263
  nChanged 67
		SP:Iteration 12Q (37694.970000 sec): 3 clusters
  Score: Raw -487120.528367 + Penalty 2827.450608 = -484293.077758
  nChanged 62
		SP:Iteration 13Q (37695.140000 sec): 3 clusters
  Score: Raw -487160.867041 + Penalty 2827.450608 = -484333.416433
  nChanged 61
		SP:Iteration 14Q (37695.300000 sec): 3 clusters
  Score: Raw -487208.456970 + Penalty 2827.450608 = -484381.006362
  nChanged 66
		SP:Iteration 15Q (37695.470000 sec): 3 clusters
  Score: Raw -487273.123841 + Penalty 2827.450608 = -484445.673232
  nChanged 76
		SP:Iteration 16Q (37695.640000 sec): 3 clusters
  Score: Raw -487344.926003 + Penalty 2827.450608 = -484517.475395
  nChanged 78
		SP:Iteration 17Q (37695.810000 sec): 3 clusters
  Score: Raw -487419.103692 + Penalty 2827.450608 = -484591.653084
  nChanged 85
		SP:Iteration 18Q (37695.910000 sec): 3 clusters
  Score: Raw -487480.125261 + Penalty 2827.450608 = -484652.674653
  nChanged 62
		SP:Iteration 19Q (37696.000000 sec): 3 clusters
  Score: Raw -487513.841774 + Penalty 2827.450608 = -484686.391165
  nChanged 47
		SP:Iteration 20F (37696.100000 sec): 3 clusters
  Score: Raw -487542.635154 + Penalty 2827.450608 = -484715.184545
  nChanged 40
		SP:Iteration 21Q (37696.200000 sec): 3 clusters
  Score: Raw -487562.293360 + Penalty 2827.450608 = -484734.842752
  nChanged 35
		SP:Iteration 22Q (37696.300000 sec): 3 clusters
  Score: Raw -487576.705825 + Penalty 2827.450608 = -484749.255217
  nChanged 25
		SP:Iteration 23Q (37696.390000 sec): 3 clusters
  Score: Raw -487588.822220 + Penalty 2827.450608 = -484761.371612
  nChanged 21
		SP:Iteration 24Q (37696.490000 sec): 3 clusters
  Score: Raw -487597.144616 + Penalty 2827.450608 = -484769.694008
  nChanged 21
		SP:Iteration 25Q (37696.580000 sec): 3 clusters
  Score: Raw -487606.940720 + Penalty 2827.450608 = -484779.490111
  nChanged 17
		SP:Iteration 26Q (37696.680000 sec): 3 clusters
  Score: Raw -487615.036882 + Penalty 2827.450608 = -484787.586273
  nChanged 19
		SP:Iteration 27Q (37696.780000 sec): 3 clusters
  Score: Raw -487622.622635 + Penalty 2827.450608 = -484795.172027
  nChanged 18
		SP:Iteration 28Q (37696.880000 sec): 3 clusters
  Score: Raw -487630.930988 + Penalty 2827.450608 = -484803.480380
  nChanged 22
		SP:Iteration 29Q (37696.970000 sec): 3 clusters
  Score: Raw -487641.096440 + Penalty 2827.450608 = -484813.645832
  nChanged 18
		SP:Iteration 30Q (37697.070000 sec): 3 clusters
  Score: Raw -487647.786100 + Penalty 2827.450608 = -484820.335492
  nChanged 13
		SP:Iteration 31Q (37697.170000 sec): 3 clusters
  Score: Raw -487651.101825 + Penalty 2827.450608 = -484823.651216
  nChanged 7
		SP:Iteration 32Q (37697.260000 sec): 3 clusters
  Score: Raw -487653.217633 + Penalty 2827.450608 = -484825.767025
  nChanged 8
		SP:Iteration 33Q (37697.360000 sec): 3 clusters
  Score: Raw -487655.424510 + Penalty 2827.450608 = -484827.973902
  nChanged 10
		SP:Iteration 34Q (37697.460000 sec): 3 clusters
  Score: Raw -487658.812121 + Penalty 2827.450608 = -484831.361512
  nChanged 8
		SP:Iteration 35Q (37697.560000 sec): 3 clusters
  Score: Raw -487663.247720 + Penalty 2827.450608 = -484835.797111
  nChanged 13
		SP:Iteration 36Q (37697.660000 sec): 3 clusters
  Score: Raw -487667.848174 + Penalty 2827.450608 = -484840.397566
  nChanged 10
		SP:Iteration 37Q (37697.750000 sec): 3 clusters
  Score: Raw -487671.952801 + Penalty 2827.450608 = -484844.502193
  nChanged 11
		SP:Iteration 38Q (37697.850000 sec): 3 clusters
  Score: Raw -487676.150342 + Penalty 2827.450608 = -484848.699734
  nChanged 12
		SP:Iteration 39Q (37697.950000 sec): 3 clusters
  Score: Raw -487680.601015 + Penalty 2827.450608 = -484853.150407
  nChanged 10
		SP:Iteration 40F (37698.040000 sec): 3 clusters
  Score: Raw -487683.777683 + Penalty 2827.450608 = -484856.327075
  nChanged 8
		SP:Iteration 41Q (37698.140000 sec): 3 clusters
  Score: Raw -487685.429891 + Penalty 2827.450608 = -484857.979282
  nChanged 4
		SP:Iteration 42Q (37698.290000 sec): 3 clusters
  Score: Raw -487685.828942 + Penalty 2827.450608 = -484858.378333
  nChanged 1
		SP:Iteration 43Q (37698.480000 sec): 3 clusters
  Score: Raw -487686.143554 + Penalty 2827.450608 = -484858.692946
  nChanged 0
		SP:Iteration 44F (37698.620000 sec): 3 clusters
  Score: Raw -487686.143554 + Penalty 2827.450608 = -484858.692946
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (7557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37698.750000 sec): 2 clusters
  Score: Raw -679714.046623 + Penalty 1451.162304 = -678262.884319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37698.970000 sec): 3 clusters
  Score: Raw -675597.526029 + Penalty 2902.324609 = -672695.201420
  nChanged 3218
		SP:Iteration 1F (37699.170000 sec): 3 clusters
  Score: Raw -677669.521285 + Penalty 2902.324609 = -674767.196676
  nChanged 727
		SP:Iteration 2F (37699.280000 sec): 3 clusters
  Score: Raw -678301.441781 + Penalty 2902.324609 = -675399.117172
  nChanged 625
		SP:Iteration 3F (37699.400000 sec): 3 clusters
  Score: Raw -678804.432305 + Penalty 2902.324609 = -675902.107696
  nChanged 483
		SP:Iteration 4F (37699.520000 sec): 3 clusters
  Score: Raw -679155.089384 + Penalty 2902.324609 = -676252.764775
  nChanged 412
		SP:Iteration 5F (37699.720000 sec): 3 clusters
  Score: Raw -679407.266789 + Penalty 2902.324609 = -676504.942180
  nChanged 304
		SP:Iteration 6Q (37699.920000 sec): 3 clusters
  Score: Raw -679589.091894 + Penalty 2902.324609 = -676686.767285
  nChanged 266
		SP:Iteration 7Q (37700.120000 sec): 3 clusters
  Score: Raw -679734.930298 + Penalty 2902.324609 = -676832.605689
  nChanged 210
		SP:Iteration 8Q (37700.320000 sec): 3 clusters
  Score: Raw -679839.681843 + Penalty 2902.324609 = -676937.357235
  nChanged 196
		SP:Iteration 9Q (37700.510000 sec): 3 clusters
  Score: Raw -679928.052689 + Penalty 2902.324609 = -677025.728080
  nChanged 168
		SP:Iteration 10Q (37700.710000 sec): 3 clusters
  Score: Raw -680001.059101 + Penalty 2902.324609 = -677098.734492
  nChanged 157
		SP:Iteration 11Q (37700.910000 sec): 3 clusters
  Score: Raw -680072.931740 + Penalty 2902.324609 = -677170.607132
  nChanged 137
		SP:Iteration 12Q (37701.150000 sec): 3 clusters
  Score: Raw -680131.165201 + Penalty 2902.324609 = -677228.840592
  nChanged 130
		SP:Iteration 13Q (37701.350000 sec): 3 clusters
  Score: Raw -680184.608474 + Penalty 2902.324609 = -677282.283866
  nChanged 115
		SP:Iteration 14Q (37701.550000 sec): 3 clusters
  Score: Raw -680226.604647 + Penalty 2902.324609 = -677324.280039
  nChanged 108
		SP:Iteration 15Q (37701.750000 sec): 3 clusters
  Score: Raw -680267.855361 + Penalty 2902.324609 = -677365.530752
  nChanged 99
		SP:Iteration 16Q (37701.950000 sec): 3 clusters
  Score: Raw -680310.777358 + Penalty 2902.324609 = -677408.452749
  nChanged 111
		SP:Iteration 17Q (37702.150000 sec): 3 clusters
  Score: Raw -680350.531258 + Penalty 2902.324609 = -677448.206650
  nChanged 113
		SP:Iteration 18Q (37702.350000 sec): 3 clusters
  Score: Raw -680387.378973 + Penalty 2902.324609 = -677485.054364
  nChanged 100
		SP:Iteration 19Q (37702.550000 sec): 3 clusters
  Score: Raw -680419.868543 + Penalty 2902.324609 = -677517.543934
  nChanged 94
		SP:Iteration 20F (37702.790000 sec): 3 clusters
  Score: Raw -680453.376827 + Penalty 2902.324609 = -677551.052219
  nChanged 86
		SP:Iteration 21Q (37702.990000 sec): 3 clusters
  Score: Raw -680480.106300 + Penalty 2902.324609 = -677577.781691
  nChanged 81
		SP:Iteration 22Q (37703.190000 sec): 3 clusters
  Score: Raw -680503.460236 + Penalty 2902.324609 = -677601.135627
  nChanged 80
		SP:Iteration 23Q (37703.390000 sec): 3 clusters
  Score: Raw -680526.675589 + Penalty 2902.324609 = -677624.350981
  nChanged 51
		SP:Iteration 24Q (37703.590000 sec): 3 clusters
  Score: Raw -680540.459265 + Penalty 2902.324609 = -677638.134656
  nChanged 58
		SP:Iteration 25Q (37703.780000 sec): 3 clusters
  Score: Raw -680554.514254 + Penalty 2902.324609 = -677652.189645
  nChanged 53
		SP:Iteration 26Q (37704.030000 sec): 3 clusters
  Score: Raw -680566.058913 + Penalty 2902.324609 = -677663.734304
  nChanged 45
		SP:Iteration 27Q (37704.220000 sec): 3 clusters
  Score: Raw -680577.457872 + Penalty 2902.324609 = -677675.133263
  nChanged 43
		SP:Iteration 28Q (37704.430000 sec): 3 clusters
  Score: Raw -680588.565482 + Penalty 2902.324609 = -677686.240873
  nChanged 44
		SP:Iteration 29Q (37704.620000 sec): 3 clusters
  Score: Raw -680602.156466 + Penalty 2902.324609 = -677699.831858
  nChanged 37
		SP:Iteration 30Q (37704.820000 sec): 3 clusters
  Score: Raw -680615.117563 + Penalty 2902.324609 = -677712.792955
  nChanged 43
		SP:Iteration 31Q (37705.020000 sec): 3 clusters
  Score: Raw -680624.066614 + Penalty 2902.324609 = -677721.742006
  nChanged 34
		SP:Iteration 32Q (37705.220000 sec): 3 clusters
  Score: Raw -680630.174074 + Penalty 2902.324609 = -677727.849466
  nChanged 25
		SP:Iteration 33Q (37705.420000 sec): 3 clusters
  Score: Raw -680634.940689 + Penalty 2902.324609 = -677732.616081
  nChanged 22
		SP:Iteration 34Q (37705.620000 sec): 3 clusters
  Score: Raw -680640.649743 + Penalty 2902.324609 = -677738.325135
  nChanged 25
		SP:Iteration 35Q (37705.820000 sec): 3 clusters
  Score: Raw -680647.407828 + Penalty 2902.324609 = -677745.083220
  nChanged 30
		SP:Iteration 36Q (37706.010000 sec): 3 clusters
  Score: Raw -680654.202292 + Penalty 2902.324609 = -677751.877684
  nChanged 26
		SP:Iteration 37Q (37706.210000 sec): 3 clusters
  Score: Raw -680658.281791 + Penalty 2902.324609 = -677755.957182
  nChanged 13
		SP:Iteration 38Q (37706.410000 sec): 3 clusters
  Score: Raw -680660.017735 + Penalty 2902.324609 = -677757.693126
  nChanged 10
		SP:Iteration 39Q (37706.610000 sec): 3 clusters
  Score: Raw -680661.817053 + Penalty 2902.324609 = -677759.492444
  nChanged 9
		SP:Iteration 40F (37706.810000 sec): 3 clusters
  Score: Raw -680663.511044 + Penalty 2902.324609 = -677761.186435
  nChanged 14
		SP:Iteration 41Q (37707.000000 sec): 3 clusters
  Score: Raw -680665.224838 + Penalty 2902.324609 = -677762.900229
  nChanged 4
		SP:Iteration 42Q (37707.200000 sec): 3 clusters
  Score: Raw -680665.667944 + Penalty 2902.324609 = -677763.343336
  nChanged 2
		SP:Iteration 43Q (37707.400000 sec): 3 clusters
  Score: Raw -680665.967220 + Penalty 2902.324609 = -677763.642611
  nChanged 3
		SP:Iteration 44Q (37707.600000 sec): 3 clusters
  Score: Raw -680666.255531 + Penalty 2902.324609 = -677763.930923
  nChanged 3
		SP:Iteration 45Q (37707.800000 sec): 3 clusters
  Score: Raw -680666.426893 + Penalty 2902.324609 = -677764.102284
  nChanged 1
		SP:Iteration 46Q (37708.000000 sec): 3 clusters
  Score: Raw -680666.555469 + Penalty 2902.324609 = -677764.230860
  nChanged 1
		SP:Iteration 47Q (37708.200000 sec): 3 clusters
  Score: Raw -680666.693860 + Penalty 2902.324609 = -677764.369251
  nChanged 0
		SP:Iteration 48F (37708.390000 sec): 3 clusters
  Score: Raw -680666.693860 + Penalty 2902.324609 = -677764.369251
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (5441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37708.520000 sec): 2 clusters
  Score: Raw -462083.049806 + Penalty 1397.779199 = -460685.270607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37708.730000 sec): 3 clusters
  Score: Raw -459300.637034 + Penalty 2795.558398 = -456505.078636
  nChanged 2284
		SP:Iteration 1F (37708.900000 sec): 3 clusters
  Score: Raw -460773.260570 + Penalty 2795.558398 = -457977.702173
  nChanged 523
		SP:Iteration 2F (37709.080000 sec): 3 clusters
  Score: Raw -461243.165665 + Penalty 2795.558398 = -458447.607267
  nChanged 406
		SP:Iteration 3F (37709.250000 sec): 3 clusters
  Score: Raw -461589.354289 + Penalty 2795.558398 = -458793.795891
  nChanged 335
		SP:Iteration 4F (37709.420000 sec): 3 clusters
  Score: Raw -461815.076586 + Penalty 2795.558398 = -459019.518188
  nChanged 253
		SP:Iteration 5Q (37709.590000 sec): 3 clusters
  Score: Raw -461967.789177 + Penalty 2795.558398 = -459172.230779
  nChanged 220
		SP:Iteration 6Q (37709.760000 sec): 3 clusters
  Score: Raw -462092.297575 + Penalty 2795.558398 = -459296.739178
  nChanged 189
		SP:Iteration 7Q (37709.940000 sec): 3 clusters
  Score: Raw -462180.150914 + Penalty 2795.558398 = -459384.592516
  nChanged 142
		SP:Iteration 8Q (37710.110000 sec): 3 clusters
  Score: Raw -462234.761295 + Penalty 2795.558398 = -459439.202897
  nChanged 112
		SP:Iteration 9Q (37710.280000 sec): 3 clusters
  Score: Raw -462285.059014 + Penalty 2795.558398 = -459489.500616
  nChanged 102
		SP:Iteration 10Q (37710.450000 sec): 3 clusters
  Score: Raw -462337.664485 + Penalty 2795.558398 = -459542.106088
  nChanged 109
		SP:Iteration 11Q (37710.620000 sec): 3 clusters
  Score: Raw -462392.972974 + Penalty 2795.558398 = -459597.414576
  nChanged 87
		SP:Iteration 12Q (37710.800000 sec): 3 clusters
  Score: Raw -462434.393792 + Penalty 2795.558398 = -459638.835394
  nChanged 92
		SP:Iteration 13Q (37710.970000 sec): 3 clusters
  Score: Raw -462473.849795 + Penalty 2795.558398 = -459678.291397
  nChanged 92
		SP:Iteration 14Q (37711.140000 sec): 3 clusters
  Score: Raw -462510.195017 + Penalty 2795.558398 = -459714.636619
  nChanged 76
		SP:Iteration 15Q (37711.310000 sec): 3 clusters
  Score: Raw -462545.685751 + Penalty 2795.558398 = -459750.127353
  nChanged 67
		SP:Iteration 16Q (37711.480000 sec): 3 clusters
  Score: Raw -462573.559423 + Penalty 2795.558398 = -459778.001025
  nChanged 61
		SP:Iteration 17Q (37711.680000 sec): 3 clusters
  Score: Raw -462593.722754 + Penalty 2795.558398 = -459798.164356
  nChanged 46
		SP:Iteration 18Q (37711.870000 sec): 3 clusters
  Score: Raw -462610.367540 + Penalty 2795.558398 = -459814.809142
  nChanged 32
		SP:Iteration 19Q (37712.040000 sec): 3 clusters
  Score: Raw -462623.966040 + Penalty 2795.558398 = -459828.407642
  nChanged 32
		SP:Iteration 20F (37712.220000 sec): 3 clusters
  Score: Raw -462632.628422 + Penalty 2795.558398 = -459837.070024
  nChanged 30
		SP:Iteration 21Q (37712.390000 sec): 3 clusters
  Score: Raw -462642.696556 + Penalty 2795.558398 = -459847.138158
  nChanged 23
		SP:Iteration 22Q (37712.560000 sec): 3 clusters
  Score: Raw -462649.883149 + Penalty 2795.558398 = -459854.324751
  nChanged 30
		SP:Iteration 23Q (37712.730000 sec): 3 clusters
  Score: Raw -462659.529414 + Penalty 2795.558398 = -459863.971017
  nChanged 32
		SP:Iteration 24Q (37712.900000 sec): 3 clusters
  Score: Raw -462668.506507 + Penalty 2795.558398 = -459872.948109
  nChanged 21
		SP:Iteration 25Q (37713.080000 sec): 3 clusters
  Score: Raw -462673.132747 + Penalty 2795.558398 = -459877.574349
  nChanged 14
		SP:Iteration 26Q (37713.250000 sec): 3 clusters
  Score: Raw -462675.843162 + Penalty 2795.558398 = -459880.284764
  nChanged 14
		SP:Iteration 27Q (37713.420000 sec): 3 clusters
  Score: Raw -462679.180587 + Penalty 2795.558398 = -459883.622189
  nChanged 10
		SP:Iteration 28Q (37713.590000 sec): 3 clusters
  Score: Raw -462681.264607 + Penalty 2795.558398 = -459885.706210
  nChanged 11
		SP:Iteration 29Q (37713.760000 sec): 3 clusters
  Score: Raw -462683.890889 + Penalty 2795.558398 = -459888.332491
  nChanged 14
		SP:Iteration 30Q (37713.930000 sec): 3 clusters
  Score: Raw -462687.081085 + Penalty 2795.558398 = -459891.522688
  nChanged 12
		SP:Iteration 31Q (37714.030000 sec): 3 clusters
  Score: Raw -462689.308285 + Penalty 2795.558398 = -459893.749887
  nChanged 10
		SP:Iteration 32Q (37714.130000 sec): 3 clusters
  Score: Raw -462691.367664 + Penalty 2795.558398 = -459895.809266
  nChanged 8
		SP:Iteration 33Q (37714.320000 sec): 3 clusters
  Score: Raw -462692.639620 + Penalty 2795.558398 = -459897.081222
  nChanged 4
		SP:Iteration 34Q (37714.540000 sec): 3 clusters
  Score: Raw -462693.194441 + Penalty 2795.558398 = -459897.636043
  nChanged 3
		SP:Iteration 35Q (37714.720000 sec): 3 clusters
  Score: Raw -462693.432317 + Penalty 2795.558398 = -459897.873919
  nChanged 5
		SP:Iteration 36Q (37714.900000 sec): 3 clusters
  Score: Raw -462693.926147 + Penalty 2795.558398 = -459898.367749
  nChanged 3
		SP:Iteration 37Q (37715.040000 sec): 3 clusters
  Score: Raw -462694.386810 + Penalty 2795.558398 = -459898.828413
  nChanged 6
		SP:Iteration 38Q (37715.220000 sec): 3 clusters
  Score: Raw -462696.055458 + Penalty 2795.558398 = -459900.497060
  nChanged 7
		SP:Iteration 39Q (37715.390000 sec): 3 clusters
  Score: Raw -462697.618418 + Penalty 2795.558398 = -459902.060020
  nChanged 7
		SP:Iteration 40F (37715.560000 sec): 3 clusters
  Score: Raw -462699.000526 + Penalty 2795.558398 = -459903.442128
  nChanged 2
		SP:Iteration 41Q (37715.730000 sec): 3 clusters
  Score: Raw -462699.175447 + Penalty 2795.558398 = -459903.617049
  nChanged 1
		SP:Iteration 42Q (37715.900000 sec): 3 clusters
  Score: Raw -462699.245807 + Penalty 2795.558398 = -459903.687409
  nChanged 1
		SP:Iteration 43Q (37716.080000 sec): 3 clusters
  Score: Raw -462699.465230 + Penalty 2795.558398 = -459903.906833
  nChanged 0
		SP:Iteration 44F (37716.180000 sec): 3 clusters
  Score: Raw -462699.465230 + Penalty 2795.558398 = -459903.906833
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (3648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37716.260000 sec): 2 clusters
  Score: Raw -300227.504198 + Penalty 1332.814332 = -298894.689866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37716.340000 sec): 3 clusters
  Score: Raw -298465.600940 + Penalty 2665.628664 = -295799.972276
  nChanged 1427
		SP:Iteration 1F (37716.410000 sec): 3 clusters
  Score: Raw -299430.254599 + Penalty 2665.628664 = -296764.625935
  nChanged 313
		SP:Iteration 2F (37716.480000 sec): 3 clusters
  Score: Raw -299663.539772 + Penalty 2665.628664 = -296997.911108
  nChanged 232
		SP:Iteration 3F (37716.550000 sec): 3 clusters
  Score: Raw -299845.935229 + Penalty 2665.628664 = -297180.306565
  nChanged 225
		SP:Iteration 4F (37716.620000 sec): 3 clusters
  Score: Raw -299999.662351 + Penalty 2665.628664 = -297334.033686
  nChanged 167
		SP:Iteration 5Q (37716.700000 sec): 3 clusters
  Score: Raw -300126.170206 + Penalty 2665.628664 = -297460.541542
  nChanged 140
		SP:Iteration 6Q (37716.770000 sec): 3 clusters
  Score: Raw -300228.001258 + Penalty 2665.628664 = -297562.372594
  nChanged 130
		SP:Iteration 7Q (37716.840000 sec): 3 clusters
  Score: Raw -300337.926545 + Penalty 2665.628664 = -297672.297880
  nChanged 103
		SP:Iteration 8Q (37716.910000 sec): 3 clusters
  Score: Raw -300418.283877 + Penalty 2665.628664 = -297752.655213
  nChanged 102
		SP:Iteration 9Q (37716.980000 sec): 3 clusters
  Score: Raw -300487.993590 + Penalty 2665.628664 = -297822.364926
  nChanged 72
		SP:Iteration 10Q (37717.050000 sec): 3 clusters
  Score: Raw -300533.873429 + Penalty 2665.628664 = -297868.244765
  nChanged 56
		SP:Iteration 11Q (37717.170000 sec): 3 clusters
  Score: Raw -300559.259817 + Penalty 2665.628664 = -297893.631153
  nChanged 37
		SP:Iteration 12Q (37717.340000 sec): 3 clusters
  Score: Raw -300576.675153 + Penalty 2665.628664 = -297911.046489
  nChanged 34
		SP:Iteration 13Q (37717.520000 sec): 3 clusters
  Score: Raw -300592.540197 + Penalty 2665.628664 = -297926.911533
  nChanged 29
		SP:Iteration 14Q (37717.690000 sec): 3 clusters
  Score: Raw -300602.880550 + Penalty 2665.628664 = -297937.251885
  nChanged 15
		SP:Iteration 15Q (37717.870000 sec): 3 clusters
  Score: Raw -300612.590009 + Penalty 2665.628664 = -297946.961345
  nChanged 22
		SP:Iteration 16Q (37718.050000 sec): 3 clusters
  Score: Raw -300624.262185 + Penalty 2665.628664 = -297958.633521
  nChanged 24
		SP:Iteration 17Q (37718.220000 sec): 3 clusters
  Score: Raw -300634.484106 + Penalty 2665.628664 = -297968.855442
  nChanged 26
		SP:Iteration 18Q (37718.400000 sec): 3 clusters
  Score: Raw -300643.972162 + Penalty 2665.628664 = -297978.343497
  nChanged 15
		SP:Iteration 19Q (37718.570000 sec): 3 clusters
  Score: Raw -300649.188884 + Penalty 2665.628664 = -297983.560219
  nChanged 16
		SP:Iteration 20F (37718.750000 sec): 3 clusters
  Score: Raw -300653.202900 + Penalty 2665.628664 = -297987.574236
  nChanged 10
		SP:Iteration 21Q (37718.920000 sec): 3 clusters
  Score: Raw -300657.450785 + Penalty 2665.628664 = -297991.822121
  nChanged 6
		SP:Iteration 22Q (37719.090000 sec): 3 clusters
  Score: Raw -300659.389596 + Penalty 2665.628664 = -297993.760932
  nChanged 6
		SP:Iteration 23Q (37719.250000 sec): 3 clusters
  Score: Raw -300661.658206 + Penalty 2665.628664 = -297996.029542
  nChanged 4
		SP:Iteration 24Q (37719.330000 sec): 3 clusters
  Score: Raw -300663.157836 + Penalty 2665.628664 = -297997.529172
  nChanged 6
		SP:Iteration 25Q (37719.400000 sec): 3 clusters
  Score: Raw -300664.529454 + Penalty 2665.628664 = -297998.900789
  nChanged 4
		SP:Iteration 26Q (37719.470000 sec): 3 clusters
  Score: Raw -300665.829546 + Penalty 2665.628664 = -298000.200882
  nChanged 5
		SP:Iteration 27Q (37719.550000 sec): 3 clusters
  Score: Raw -300667.101694 + Penalty 2665.628664 = -298001.473030
  nChanged 3
		SP:Iteration 28Q (37719.620000 sec): 3 clusters
  Score: Raw -300668.084923 + Penalty 2665.628664 = -298002.456258
  nChanged 2
		SP:Iteration 29Q (37719.690000 sec): 3 clusters
  Score: Raw -300668.563340 + Penalty 2665.628664 = -298002.934676
  nChanged 3
		SP:Iteration 30Q (37719.770000 sec): 3 clusters
  Score: Raw -300669.288016 + Penalty 2665.628664 = -298003.659352
  nChanged 3
		SP:Iteration 31Q (37719.840000 sec): 3 clusters
  Score: Raw -300670.474246 + Penalty 2665.628664 = -298004.845582
  nChanged 4
		SP:Iteration 32Q (37719.910000 sec): 3 clusters
  Score: Raw -300672.263054 + Penalty 2665.628664 = -298006.634390
  nChanged 4
		SP:Iteration 33Q (37719.990000 sec): 3 clusters
  Score: Raw -300673.190817 + Penalty 2665.628664 = -298007.562153
  nChanged 4
		SP:Iteration 34Q (37720.060000 sec): 3 clusters
  Score: Raw -300675.743571 + Penalty 2665.628664 = -298010.114907
  nChanged 9
		SP:Iteration 35Q (37720.130000 sec): 3 clusters
  Score: Raw -300679.438530 + Penalty 2665.628664 = -298013.809866
  nChanged 14
		SP:Iteration 36Q (37720.200000 sec): 3 clusters
  Score: Raw -300687.484516 + Penalty 2665.628664 = -298021.855852
  nChanged 22
		SP:Iteration 37Q (37720.280000 sec): 3 clusters
  Score: Raw -300700.700893 + Penalty 2665.628664 = -298035.072229
  nChanged 25
		SP:Iteration 38Q (37720.360000 sec): 3 clusters
  Score: Raw -300710.498621 + Penalty 2665.628664 = -298044.869957
  nChanged 23
		SP:Iteration 39Q (37720.510000 sec): 3 clusters
  Score: Raw -300717.466985 + Penalty 2665.628664 = -298051.838321
  nChanged 15
		SP:Iteration 40F (37720.680000 sec): 3 clusters
  Score: Raw -300723.470318 + Penalty 2665.628664 = -298057.841654
  nChanged 12
		SP:Iteration 41Q (37720.860000 sec): 3 clusters
  Score: Raw -300728.472731 + Penalty 2665.628664 = -298062.844066
  nChanged 9
		SP:Iteration 42Q (37721.040000 sec): 3 clusters
  Score: Raw -300731.347234 + Penalty 2665.628664 = -298065.718570
  nChanged 12
		SP:Iteration 43Q (37721.210000 sec): 3 clusters
  Score: Raw -300734.852774 + Penalty 2665.628664 = -298069.224110
  nChanged 5
		SP:Iteration 44Q (37721.430000 sec): 3 clusters
  Score: Raw -300736.736185 + Penalty 2665.628664 = -298071.107521
  nChanged 3
		SP:Iteration 45Q (37721.600000 sec): 3 clusters
  Score: Raw -300738.381203 + Penalty 2665.628664 = -298072.752538
  nChanged 1
		SP:Iteration 46Q (37721.780000 sec): 3 clusters
  Score: Raw -300739.191082 + Penalty 2665.628664 = -298073.562418
  nChanged 5
		SP:Iteration 47Q (37721.960000 sec): 3 clusters
  Score: Raw -300740.689639 + Penalty 2665.628664 = -298075.060975
  nChanged 4
		SP:Iteration 48Q (37722.130000 sec): 3 clusters
  Score: Raw -300742.571004 + Penalty 2665.628664 = -298076.942340
  nChanged 4
		SP:Iteration 49Q (37722.310000 sec): 3 clusters
  Score: Raw -300743.100859 + Penalty 2665.628664 = -298077.472194
  nChanged 2
		SP:Iteration 50Q (37722.480000 sec): 3 clusters
  Score: Raw -300743.861123 + Penalty 2665.628664 = -298078.232459
  nChanged 2
		SP:Iteration 51Q (37722.660000 sec): 3 clusters
  Score: Raw -300744.791590 + Penalty 2665.628664 = -298079.162926
  nChanged 2
		SP:Iteration 52Q (37722.840000 sec): 3 clusters
  Score: Raw -300745.443338 + Penalty 2665.628664 = -298079.814674
  nChanged 3
		SP:Iteration 53Q (37723.010000 sec): 3 clusters
  Score: Raw -300746.192919 + Penalty 2665.628664 = -298080.564255
  nChanged 3
		SP:Iteration 54Q (37723.190000 sec): 3 clusters
  Score: Raw -300747.246326 + Penalty 2665.628664 = -298081.617661
  nChanged 4
		SP:Iteration 55Q (37723.360000 sec): 3 clusters
  Score: Raw -300748.542243 + Penalty 2665.628664 = -298082.913579
  nChanged 1
		SP:Iteration 56Q (37723.540000 sec): 3 clusters
  Score: Raw -300748.959593 + Penalty 2665.628664 = -298083.330929
  nChanged 0
		SP:Iteration 57F (37723.720000 sec): 3 clusters
  Score: Raw -300748.959593 + Penalty 2665.628664 = -298083.330929
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37723.800000 sec): 2 clusters
  Score: Raw -57838.204902 + Penalty 1066.167483 = -56772.037419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37723.980000 sec): 3 clusters
  Score: Raw -57658.670923 + Penalty 2132.334966 = -55526.335957
  nChanged 195
		SP:Iteration 1F (37724.150000 sec): 3 clusters
  Score: Raw -57859.230491 + Penalty 2132.334966 = -55726.895524
  nChanged 53
		SP:Iteration 2F (37724.330000 sec): 3 clusters
  Score: Raw -57948.291454 + Penalty 2132.334966 = -55815.956487
  nChanged 35
		SP:Iteration 3Q (37724.500000 sec): 3 clusters
  Score: Raw -57996.191518 + Penalty 2132.334966 = -55863.856551
  nChanged 20
		SP:Iteration 4Q (37724.680000 sec): 3 clusters
  Score: Raw -58024.482181 + Penalty 2132.334966 = -55892.147215
  nChanged 13
		SP:Iteration 5Q (37724.860000 sec): 3 clusters
  Score: Raw -58044.866288 + Penalty 2132.334966 = -55912.531321
  nChanged 17
		SP:Iteration 6Q (37725.030000 sec): 3 clusters
  Score: Raw -58084.457369 + Penalty 2132.334966 = -55952.122403
  nChanged 9
		SP:Iteration 7Q (37725.210000 sec): 3 clusters
  Score: Raw -58100.462743 + Penalty 2132.334966 = -55968.127776
  nChanged 11
		SP:Iteration 8Q (37725.380000 sec): 3 clusters
  Score: Raw -58119.194683 + Penalty 2132.334966 = -55986.859716
  nChanged 12
		SP:Iteration 9Q (37725.560000 sec): 3 clusters
  Score: Raw -58147.888391 + Penalty 2132.334966 = -56015.553425
  nChanged 15
		SP:Iteration 10Q (37725.740000 sec): 3 clusters
  Score: Raw -58183.134986 + Penalty 2132.334966 = -56050.800020
  nChanged 13
		SP:Iteration 11Q (37725.910000 sec): 3 clusters
  Score: Raw -58218.433101 + Penalty 2132.334966 = -56086.098135
  nChanged 14
		SP:Iteration 12Q (37726.090000 sec): 3 clusters
  Score: Raw -58243.815795 + Penalty 2132.334966 = -56111.480829
  nChanged 13
		SP:Iteration 13Q (37726.260000 sec): 3 clusters
  Score: Raw -58274.041137 + Penalty 2132.334966 = -56141.706170
  nChanged 11
		SP:Iteration 14Q (37726.440000 sec): 3 clusters
  Score: Raw -58292.300702 + Penalty 2132.334966 = -56159.965736
  nChanged 4
		SP:Iteration 15Q (37726.620000 sec): 3 clusters
  Score: Raw -58297.778418 + Penalty 2132.334966 = -56165.443452
  nChanged 2
		SP:Iteration 16Q (37726.790000 sec): 3 clusters
  Score: Raw -58299.952601 + Penalty 2132.334966 = -56167.617634
  nChanged 1
		SP:Iteration 17Q (37726.970000 sec): 3 clusters
  Score: Raw -58300.450793 + Penalty 2132.334966 = -56168.115827
  nChanged 0
		SP:Iteration 18F (37727.140000 sec): 3 clusters
  Score: Raw -58300.450793 + Penalty 2132.334966 = -56168.115827
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37727.260000 sec): 2 clusters
  Score: Raw -486949.238035 + Penalty 1407.797512 = -485541.440524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37727.480000 sec): 3 clusters
  Score: Raw -483889.851863 + Penalty 2815.595023 = -481074.256840
  nChanged 2390
		SP:Iteration 1F (37727.700000 sec): 3 clusters
  Score: Raw -485303.593062 + Penalty 2815.595023 = -482487.998039
  nChanged 472
		SP:Iteration 2F (37727.880000 sec): 3 clusters
  Score: Raw -485671.971389 + Penalty 2815.595023 = -482856.376366
  nChanged 464
		SP:Iteration 3F (37728.050000 sec): 3 clusters
  Score: Raw -486088.992694 + Penalty 2815.595023 = -483273.397671
  nChanged 430
		SP:Iteration 4F (37728.220000 sec): 3 clusters
  Score: Raw -486486.875946 + Penalty 2815.595023 = -483671.280923
  nChanged 373
		SP:Iteration 5F (37728.390000 sec): 3 clusters
  Score: Raw -486826.033018 + Penalty 2815.595023 = -484010.437995
  nChanged 288
		SP:Iteration 6Q (37728.560000 sec): 3 clusters
  Score: Raw -487057.670750 + Penalty 2815.595023 = -484242.075727
  nChanged 200
		SP:Iteration 7Q (37728.730000 sec): 3 clusters
  Score: Raw -487202.785989 + Penalty 2815.595023 = -484387.190966
  nChanged 167
		SP:Iteration 8Q (37728.900000 sec): 3 clusters
  Score: Raw -487309.076728 + Penalty 2815.595023 = -484493.481705
  nChanged 124
		SP:Iteration 9Q (37729.070000 sec): 3 clusters
  Score: Raw -487371.283468 + Penalty 2815.595023 = -484555.688445
  nChanged 105
		SP:Iteration 10Q (37729.240000 sec): 3 clusters
  Score: Raw -487429.655465 + Penalty 2815.595023 = -484614.060442
  nChanged 96
		SP:Iteration 11Q (37729.380000 sec): 3 clusters
  Score: Raw -487487.103817 + Penalty 2815.595023 = -484671.508794
  nChanged 86
		SP:Iteration 12Q (37729.570000 sec): 3 clusters
  Score: Raw -487543.487767 + Penalty 2815.595023 = -484727.892744
  nChanged 81
		SP:Iteration 13Q (37729.750000 sec): 3 clusters
  Score: Raw -487614.410954 + Penalty 2815.595023 = -484798.815931
  nChanged 82
		SP:Iteration 14Q (37729.920000 sec): 3 clusters
  Score: Raw -487688.450730 + Penalty 2815.595023 = -484872.855707
  nChanged 82
		SP:Iteration 15Q (37730.090000 sec): 3 clusters
  Score: Raw -487748.770844 + Penalty 2815.595023 = -484933.175821
  nChanged 68
		SP:Iteration 16Q (37730.260000 sec): 3 clusters
  Score: Raw -487804.681069 + Penalty 2815.595023 = -484989.086046
  nChanged 48
		SP:Iteration 17Q (37730.430000 sec): 3 clusters
  Score: Raw -487844.570666 + Penalty 2815.595023 = -485028.975643
  nChanged 54
		SP:Iteration 18Q (37730.600000 sec): 3 clusters
  Score: Raw -487900.548254 + Penalty 2815.595023 = -485084.953231
  nChanged 46
		SP:Iteration 19Q (37730.760000 sec): 3 clusters
  Score: Raw -487945.311618 + Penalty 2815.595023 = -485129.716595
  nChanged 40
		SP:Iteration 20F (37730.940000 sec): 3 clusters
  Score: Raw -487980.578366 + Penalty 2815.595023 = -485164.983343
  nChanged 36
		SP:Iteration 21Q (37731.100000 sec): 3 clusters
  Score: Raw -488010.745225 + Penalty 2815.595023 = -485195.150202
  nChanged 40
		SP:Iteration 22Q (37731.270000 sec): 3 clusters
  Score: Raw -488031.145925 + Penalty 2815.595023 = -485215.550902
  nChanged 23
		SP:Iteration 23Q (37731.440000 sec): 3 clusters
  Score: Raw -488038.495699 + Penalty 2815.595023 = -485222.900676
  nChanged 9
		SP:Iteration 24Q (37731.610000 sec): 3 clusters
  Score: Raw -488040.834940 + Penalty 2815.595023 = -485225.239917
  nChanged 6
		SP:Iteration 25Q (37731.780000 sec): 3 clusters
  Score: Raw -488043.276006 + Penalty 2815.595023 = -485227.680983
  nChanged 8
		SP:Iteration 26Q (37731.950000 sec): 3 clusters
  Score: Raw -488045.949028 + Penalty 2815.595023 = -485230.354005
  nChanged 7
		SP:Iteration 27Q (37732.120000 sec): 3 clusters
  Score: Raw -488049.098126 + Penalty 2815.595023 = -485233.503103
  nChanged 10
		SP:Iteration 28Q (37732.290000 sec): 3 clusters
  Score: Raw -488053.081708 + Penalty 2815.595023 = -485237.486685
  nChanged 9
		SP:Iteration 29Q (37732.460000 sec): 3 clusters
  Score: Raw -488056.761567 + Penalty 2815.595023 = -485241.166544
  nChanged 13
		SP:Iteration 30Q (37732.620000 sec): 3 clusters
  Score: Raw -488063.088738 + Penalty 2815.595023 = -485247.493715
  nChanged 13
		SP:Iteration 31Q (37732.790000 sec): 3 clusters
  Score: Raw -488068.942973 + Penalty 2815.595023 = -485253.347950
  nChanged 18
		SP:Iteration 32Q (37732.960000 sec): 3 clusters
  Score: Raw -488077.738720 + Penalty 2815.595023 = -485262.143697
  nChanged 16
		SP:Iteration 33Q (37733.130000 sec): 3 clusters
  Score: Raw -488084.588455 + Penalty 2815.595023 = -485268.993432
  nChanged 15
		SP:Iteration 34Q (37733.300000 sec): 3 clusters
  Score: Raw -488093.738151 + Penalty 2815.595023 = -485278.143128
  nChanged 12
		SP:Iteration 35Q (37733.470000 sec): 3 clusters
  Score: Raw -488100.888862 + Penalty 2815.595023 = -485285.293839
  nChanged 7
		SP:Iteration 36Q (37733.640000 sec): 3 clusters
  Score: Raw -488106.347240 + Penalty 2815.595023 = -485290.752217
  nChanged 12
		SP:Iteration 37Q (37733.800000 sec): 3 clusters
  Score: Raw -488111.737914 + Penalty 2815.595023 = -485296.142891
  nChanged 11
		SP:Iteration 38Q (37733.980000 sec): 3 clusters
  Score: Raw -488116.410784 + Penalty 2815.595023 = -485300.815761
  nChanged 14
		SP:Iteration 39Q (37734.140000 sec): 3 clusters
  Score: Raw -488122.914745 + Penalty 2815.595023 = -485307.319722
  nChanged 13
		SP:Iteration 40F (37734.310000 sec): 3 clusters
  Score: Raw -488128.021861 + Penalty 2815.595023 = -485312.426838
  nChanged 7
		SP:Iteration 41Q (37734.480000 sec): 3 clusters
  Score: Raw -488129.897707 + Penalty 2815.595023 = -485314.302684
  nChanged 3
		SP:Iteration 42Q (37734.650000 sec): 3 clusters
  Score: Raw -488130.533714 + Penalty 2815.595023 = -485314.938691
  nChanged 3
		SP:Iteration 43Q (37734.840000 sec): 3 clusters
  Score: Raw -488131.939965 + Penalty 2815.595023 = -485316.344942
  nChanged 4
		SP:Iteration 44Q (37734.940000 sec): 3 clusters
  Score: Raw -488133.350885 + Penalty 2815.595023 = -485317.755862
  nChanged 1
		SP:Iteration 45Q (37735.040000 sec): 3 clusters
  Score: Raw -488133.477703 + Penalty 2815.595023 = -485317.882680
  nChanged 2
		SP:Iteration 46Q (37735.140000 sec): 3 clusters
  Score: Raw -488133.663073 + Penalty 2815.595023 = -485318.068050
  nChanged 0
		SP:Iteration 47F (37735.340000 sec): 3 clusters
  Score: Raw -488133.663073 + Penalty 2815.595023 = -485318.068050
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (4887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37735.430000 sec): 2 clusters
  Score: Raw -495513.815063 + Penalty 1380.329258 = -494133.485805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37735.600000 sec): 3 clusters
  Score: Raw -492990.097342 + Penalty 2760.658517 = -490229.438825
  nChanged 1954
		SP:Iteration 1F (37735.780000 sec): 3 clusters
  Score: Raw -494135.549411 + Penalty 2760.658517 = -491374.890894
  nChanged 387
		SP:Iteration 2F (37735.960000 sec): 3 clusters
  Score: Raw -494359.073215 + Penalty 2760.658517 = -491598.414699
  nChanged 261
		SP:Iteration 3F (37736.130000 sec): 3 clusters
  Score: Raw -494498.119418 + Penalty 2760.658517 = -491737.460901
  nChanged 211
		SP:Iteration 4Q (37736.300000 sec): 3 clusters
  Score: Raw -494614.852023 + Penalty 2760.658517 = -491854.193507
  nChanged 186
		SP:Iteration 5Q (37736.480000 sec): 3 clusters
  Score: Raw -494694.197113 + Penalty 2760.658517 = -491933.538597
  nChanged 124
		SP:Iteration 6Q (37736.660000 sec): 3 clusters
  Score: Raw -494750.845570 + Penalty 2760.658517 = -491990.187053
  nChanged 111
		SP:Iteration 7Q (37736.830000 sec): 3 clusters
  Score: Raw -494798.132279 + Penalty 2760.658517 = -492037.473762
  nChanged 97
		SP:Iteration 8Q (37737.010000 sec): 3 clusters
  Score: Raw -494839.738343 + Penalty 2760.658517 = -492079.079827
  nChanged 82
		SP:Iteration 9Q (37737.180000 sec): 3 clusters
  Score: Raw -494870.152178 + Penalty 2760.658517 = -492109.493661
  nChanged 63
		SP:Iteration 10Q (37737.360000 sec): 3 clusters
  Score: Raw -494891.507091 + Penalty 2760.658517 = -492130.848574
  nChanged 54
		SP:Iteration 11Q (37737.530000 sec): 3 clusters
  Score: Raw -494907.842698 + Penalty 2760.658517 = -492147.184181
  nChanged 46
		SP:Iteration 12Q (37737.710000 sec): 3 clusters
  Score: Raw -494924.343168 + Penalty 2760.658517 = -492163.684652
  nChanged 61
		SP:Iteration 13Q (37737.880000 sec): 3 clusters
  Score: Raw -494948.133539 + Penalty 2760.658517 = -492187.475022
  nChanged 62
		SP:Iteration 14Q (37738.060000 sec): 3 clusters
  Score: Raw -494967.105416 + Penalty 2760.658517 = -492206.446900
  nChanged 58
		SP:Iteration 15Q (37738.240000 sec): 3 clusters
  Score: Raw -494983.224973 + Penalty 2760.658517 = -492222.566457
  nChanged 41
		SP:Iteration 16Q (37738.410000 sec): 3 clusters
  Score: Raw -494993.250705 + Penalty 2760.658517 = -492232.592188
  nChanged 34
		SP:Iteration 17Q (37738.590000 sec): 3 clusters
  Score: Raw -495002.185757 + Penalty 2760.658517 = -492241.527240
  nChanged 25
		SP:Iteration 18Q (37738.760000 sec): 3 clusters
  Score: Raw -495008.472093 + Penalty 2760.658517 = -492247.813576
  nChanged 33
		SP:Iteration 19Q (37738.940000 sec): 3 clusters
  Score: Raw -495015.825775 + Penalty 2760.658517 = -492255.167258
  nChanged 34
		SP:Iteration 20F (37739.120000 sec): 3 clusters
  Score: Raw -495022.486163 + Penalty 2760.658517 = -492261.827646
  nChanged 20
		SP:Iteration 21Q (37739.290000 sec): 3 clusters
  Score: Raw -495027.245931 + Penalty 2760.658517 = -492266.587415
  nChanged 18
		SP:Iteration 22Q (37739.460000 sec): 3 clusters
  Score: Raw -495031.515654 + Penalty 2760.658517 = -492270.857137
  nChanged 14
		SP:Iteration 23Q (37739.640000 sec): 3 clusters
  Score: Raw -495034.053855 + Penalty 2760.658517 = -492273.395338
  nChanged 12
		SP:Iteration 24Q (37739.820000 sec): 3 clusters
  Score: Raw -495036.088297 + Penalty 2760.658517 = -492275.429780
  nChanged 14
		SP:Iteration 25Q (37739.990000 sec): 3 clusters
  Score: Raw -495039.027944 + Penalty 2760.658517 = -492278.369427
  nChanged 13
		SP:Iteration 26Q (37740.170000 sec): 3 clusters
  Score: Raw -495041.655165 + Penalty 2760.658517 = -492280.996648
  nChanged 9
		SP:Iteration 27Q (37740.340000 sec): 3 clusters
  Score: Raw -495043.446372 + Penalty 2760.658517 = -492282.787855
  nChanged 13
		SP:Iteration 28Q (37740.520000 sec): 3 clusters
  Score: Raw -495045.530565 + Penalty 2760.658517 = -492284.872049
  nChanged 9
		SP:Iteration 29Q (37740.700000 sec): 3 clusters
  Score: Raw -495047.618955 + Penalty 2760.658517 = -492286.960438
  nChanged 5
		SP:Iteration 30Q (37740.870000 sec): 3 clusters
  Score: Raw -495049.008317 + Penalty 2760.658517 = -492288.349800
  nChanged 5
		SP:Iteration 31Q (37741.050000 sec): 3 clusters
  Score: Raw -495050.114680 + Penalty 2760.658517 = -492289.456164
  nChanged 8
		SP:Iteration 32Q (37741.220000 sec): 3 clusters
  Score: Raw -495051.856034 + Penalty 2760.658517 = -492291.197518
  nChanged 13
		SP:Iteration 33Q (37741.400000 sec): 3 clusters
  Score: Raw -495054.640286 + Penalty 2760.658517 = -492293.981770
  nChanged 12
		SP:Iteration 34Q (37741.570000 sec): 3 clusters
  Score: Raw -495057.921034 + Penalty 2760.658517 = -492297.262518
  nChanged 10
		SP:Iteration 35Q (37741.750000 sec): 3 clusters
  Score: Raw -495060.191884 + Penalty 2760.658517 = -492299.533368
  nChanged 14
		SP:Iteration 36Q (37741.920000 sec): 3 clusters
  Score: Raw -495062.608325 + Penalty 2760.658517 = -492301.949808
  nChanged 10
		SP:Iteration 37Q (37742.100000 sec): 3 clusters
  Score: Raw -495064.369683 + Penalty 2760.658517 = -492303.711167
  nChanged 6
		SP:Iteration 38Q (37742.280000 sec): 3 clusters
  Score: Raw -495065.168648 + Penalty 2760.658517 = -492304.510132
  nChanged 6
		SP:Iteration 39Q (37742.450000 sec): 3 clusters
  Score: Raw -495066.131564 + Penalty 2760.658517 = -492305.473047
  nChanged 4
		SP:Iteration 40F (37742.630000 sec): 3 clusters
  Score: Raw -495066.591811 + Penalty 2760.658517 = -492305.933294
  nChanged 4
		SP:Iteration 41Q (37742.850000 sec): 3 clusters
  Score: Raw -495067.232286 + Penalty 2760.658517 = -492306.573770
  nChanged 3
		SP:Iteration 42Q (37743.030000 sec): 3 clusters
  Score: Raw -495067.653192 + Penalty 2760.658517 = -492306.994676
  nChanged 5
		SP:Iteration 43Q (37743.170000 sec): 3 clusters
  Score: Raw -495068.481233 + Penalty 2760.658517 = -492307.822716
  nChanged 9
		SP:Iteration 44Q (37743.350000 sec): 3 clusters
  Score: Raw -495070.292367 + Penalty 2760.658517 = -492309.633850
  nChanged 5
		SP:Iteration 45Q (37743.520000 sec): 3 clusters
  Score: Raw -495071.224891 + Penalty 2760.658517 = -492310.566374
  nChanged 6
		SP:Iteration 46Q (37743.700000 sec): 3 clusters
  Score: Raw -495072.259547 + Penalty 2760.658517 = -492311.601030
  nChanged 6
		SP:Iteration 47Q (37743.880000 sec): 3 clusters
  Score: Raw -495073.672608 + Penalty 2760.658517 = -492313.014091
  nChanged 9
		SP:Iteration 48Q (37744.050000 sec): 3 clusters
  Score: Raw -495075.004365 + Penalty 2760.658517 = -492314.345848
  nChanged 8
		SP:Iteration 49Q (37744.230000 sec): 3 clusters
  Score: Raw -495076.516383 + Penalty 2760.658517 = -492315.857866
  nChanged 8
		SP:Iteration 50Q (37744.400000 sec): 3 clusters
  Score: Raw -495077.794162 + Penalty 2760.658517 = -492317.135646
  nChanged 6
		SP:Iteration 51Q (37744.580000 sec): 3 clusters
  Score: Raw -495078.692039 + Penalty 2760.658517 = -492318.033522
  nChanged 8
		SP:Iteration 52Q (37744.750000 sec): 3 clusters
  Score: Raw -495079.741770 + Penalty 2760.658517 = -492319.083254
  nChanged 6
		SP:Iteration 53Q (37744.930000 sec): 3 clusters
  Score: Raw -495080.723549 + Penalty 2760.658517 = -492320.065033
  nChanged 11
		SP:Iteration 54Q (37745.100000 sec): 3 clusters
  Score: Raw -495083.322437 + Penalty 2760.658517 = -492322.663920
  nChanged 9
		SP:Iteration 55Q (37745.280000 sec): 3 clusters
  Score: Raw -495084.687823 + Penalty 2760.658517 = -492324.029307
  nChanged 5
		SP:Iteration 56Q (37745.460000 sec): 3 clusters
  Score: Raw -495085.886421 + Penalty 2760.658517 = -492325.227904
  nChanged 7
		SP:Iteration 57Q (37745.630000 sec): 3 clusters
  Score: Raw -495087.193460 + Penalty 2760.658517 = -492326.534943
  nChanged 7
		SP:Iteration 58Q (37745.810000 sec): 3 clusters
  Score: Raw -495088.644356 + Penalty 2760.658517 = -492327.985840
  nChanged 5
		SP:Iteration 59Q (37745.980000 sec): 3 clusters
  Score: Raw -495089.332082 + Penalty 2760.658517 = -492328.673565
  nChanged 1
		SP:Iteration 60F (37746.160000 sec): 3 clusters
  Score: Raw -495089.421015 + Penalty 2760.658517 = -492328.762499
  nChanged 3
		SP:Iteration 61Q (37746.340000 sec): 3 clusters
  Score: Raw -495089.996445 + Penalty 2760.658517 = -492329.337928
  nChanged 3
		SP:Iteration 62Q (37746.510000 sec): 3 clusters
  Score: Raw -495090.418741 + Penalty 2760.658517 = -492329.760224
  nChanged 2
		SP:Iteration 63Q (37746.690000 sec): 3 clusters
  Score: Raw -495090.683734 + Penalty 2760.658517 = -492330.025217
  nChanged 5
		SP:Iteration 64Q (37746.910000 sec): 3 clusters
  Score: Raw -495091.814271 + Penalty 2760.658517 = -492331.155754
  nChanged 8
		SP:Iteration 65Q (37747.080000 sec): 3 clusters
  Score: Raw -495093.044648 + Penalty 2760.658517 = -492332.386131
  nChanged 8
		SP:Iteration 66Q (37747.260000 sec): 3 clusters
  Score: Raw -495094.638691 + Penalty 2760.658517 = -492333.980174
  nChanged 7
		SP:Iteration 67Q (37747.410000 sec): 3 clusters
  Score: Raw -495095.556551 + Penalty 2760.658517 = -492334.898034
  nChanged 7
		SP:Iteration 68Q (37747.580000 sec): 3 clusters
  Score: Raw -495096.682314 + Penalty 2760.658517 = -492336.023797
  nChanged 9
		SP:Iteration 69Q (37747.760000 sec): 3 clusters
  Score: Raw -495097.894225 + Penalty 2760.658517 = -492337.235709
  nChanged 8
		SP:Iteration 70Q (37747.930000 sec): 3 clusters
  Score: Raw -495099.202095 + Penalty 2760.658517 = -492338.543578
  nChanged 7
		SP:Iteration 71Q (37748.110000 sec): 3 clusters
  Score: Raw -495100.540809 + Penalty 2760.658517 = -492339.882292
  nChanged 4
		SP:Iteration 72Q (37748.280000 sec): 3 clusters
  Score: Raw -495100.918975 + Penalty 2760.658517 = -492340.260459
  nChanged 2
		SP:Iteration 73Q (37748.460000 sec): 3 clusters
  Score: Raw -495101.203377 + Penalty 2760.658517 = -492340.544860
  nChanged 1
		SP:Iteration 74Q (37748.630000 sec): 3 clusters
  Score: Raw -495101.305730 + Penalty 2760.658517 = -492340.647213
  nChanged 2
		SP:Iteration 75Q (37748.810000 sec): 3 clusters
  Score: Raw -495101.387175 + Penalty 2760.658517 = -492340.728658
  nChanged 1
		SP:Iteration 76Q (37748.990000 sec): 3 clusters
  Score: Raw -495101.461229 + Penalty 2760.658517 = -492340.802713
  nChanged 1
		SP:Iteration 77Q (37749.160000 sec): 3 clusters
  Score: Raw -495101.697746 + Penalty 2760.658517 = -492341.039230
  nChanged 1
		SP:Iteration 78Q (37749.340000 sec): 3 clusters
  Score: Raw -495101.888794 + Penalty 2760.658517 = -492341.230278
  nChanged 1
		SP:Iteration 79Q (37749.510000 sec): 3 clusters
  Score: Raw -495101.963306 + Penalty 2760.658517 = -492341.304790
  nChanged 0
		SP:Iteration 80F (37749.710000 sec): 3 clusters
  Score: Raw -495101.963306 + Penalty 2760.658517 = -492341.304790
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (2731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37749.770000 sec): 2 clusters
  Score: Raw -260204.369277 + Penalty 1285.768757 = -258918.600520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37749.950000 sec): 3 clusters
  Score: Raw -258943.854574 + Penalty 2571.537514 = -256372.317060
  nChanged 1032
		SP:Iteration 1F (37750.110000 sec): 3 clusters
  Score: Raw -259683.874691 + Penalty 2571.537514 = -257112.337176
  nChanged 229
		SP:Iteration 2F (37750.290000 sec): 3 clusters
  Score: Raw -259855.892669 + Penalty 2571.537514 = -257284.355155
  nChanged 160
		SP:Iteration 3F (37750.460000 sec): 3 clusters
  Score: Raw -259979.308762 + Penalty 2571.537514 = -257407.771248
  nChanged 117
		SP:Iteration 4Q (37750.640000 sec): 3 clusters
  Score: Raw -260078.891022 + Penalty 2571.537514 = -257507.353507
  nChanged 113
		SP:Iteration 5Q (37750.810000 sec): 3 clusters
  Score: Raw -260151.576792 + Penalty 2571.537514 = -257580.039277
  nChanged 78
		SP:Iteration 6Q (37750.990000 sec): 3 clusters
  Score: Raw -260195.744374 + Penalty 2571.537514 = -257624.206860
  nChanged 57
		SP:Iteration 7Q (37751.160000 sec): 3 clusters
  Score: Raw -260232.722671 + Penalty 2571.537514 = -257661.185156
  nChanged 41
		SP:Iteration 8Q (37751.340000 sec): 3 clusters
  Score: Raw -260260.770115 + Penalty 2571.537514 = -257689.232600
  nChanged 42
		SP:Iteration 9Q (37751.510000 sec): 3 clusters
  Score: Raw -260287.693533 + Penalty 2571.537514 = -257716.156019
  nChanged 46
		SP:Iteration 10Q (37751.690000 sec): 3 clusters
  Score: Raw -260314.987157 + Penalty 2571.537514 = -257743.449643
  nChanged 50
		SP:Iteration 11Q (37751.870000 sec): 3 clusters
  Score: Raw -260345.026098 + Penalty 2571.537514 = -257773.488584
  nChanged 46
		SP:Iteration 12Q (37752.040000 sec): 3 clusters
  Score: Raw -260378.715638 + Penalty 2571.537514 = -257807.178123
  nChanged 48
		SP:Iteration 13Q (37752.220000 sec): 3 clusters
  Score: Raw -260410.843717 + Penalty 2571.537514 = -257839.306202
  nChanged 47
		SP:Iteration 14Q (37752.390000 sec): 3 clusters
  Score: Raw -260442.472104 + Penalty 2571.537514 = -257870.934590
  nChanged 46
		SP:Iteration 15Q (37752.570000 sec): 3 clusters
  Score: Raw -260481.432595 + Penalty 2571.537514 = -257909.895080
  nChanged 55
		SP:Iteration 16Q (37752.750000 sec): 3 clusters
  Score: Raw -260532.227502 + Penalty 2571.537514 = -257960.689988
  nChanged 49
		SP:Iteration 17Q (37752.920000 sec): 3 clusters
  Score: Raw -260578.603155 + Penalty 2571.537514 = -258007.065640
  nChanged 59
		SP:Iteration 18Q (37753.100000 sec): 3 clusters
  Score: Raw -260635.489076 + Penalty 2571.537514 = -258063.951561
  nChanged 64
		SP:Iteration 19Q (37753.270000 sec): 3 clusters
  Score: Raw -260713.238648 + Penalty 2571.537514 = -258141.701134
  nChanged 77
		SP:Iteration 20F (37753.450000 sec): 3 clusters
  Score: Raw -260828.644899 + Penalty 2571.537514 = -258257.107385
  nChanged 58
		SP:Iteration 21Q (37753.630000 sec): 3 clusters
  Score: Raw -260929.261988 + Penalty 2571.537514 = -258357.724473
  nChanged 49
		SP:Iteration 22Q (37753.800000 sec): 3 clusters
  Score: Raw -260992.662781 + Penalty 2571.537514 = -258421.125267
  nChanged 38
		SP:Iteration 23Q (37753.980000 sec): 3 clusters
  Score: Raw -261036.381536 + Penalty 2571.537514 = -258464.844022
  nChanged 32
		SP:Iteration 24Q (37754.150000 sec): 3 clusters
  Score: Raw -261087.992439 + Penalty 2571.537514 = -258516.454924
  nChanged 18
		SP:Iteration 25Q (37754.330000 sec): 3 clusters
  Score: Raw -261118.725780 + Penalty 2571.537514 = -258547.188265
  nChanged 24
		SP:Iteration 26Q (37754.510000 sec): 3 clusters
  Score: Raw -261151.540089 + Penalty 2571.537514 = -258580.002574
  nChanged 17
		SP:Iteration 27Q (37754.680000 sec): 3 clusters
  Score: Raw -261168.852136 + Penalty 2571.537514 = -258597.314622
  nChanged 17
		SP:Iteration 28Q (37754.860000 sec): 3 clusters
  Score: Raw -261187.576802 + Penalty 2571.537514 = -258616.039288
  nChanged 10
		SP:Iteration 29Q (37754.960000 sec): 3 clusters
  Score: Raw -261196.617709 + Penalty 2571.537514 = -258625.080195
  nChanged 7
		SP:Iteration 30Q (37755.020000 sec): 3 clusters
  Score: Raw -261200.545540 + Penalty 2571.537514 = -258629.008026
  nChanged 3
		SP:Iteration 31Q (37755.090000 sec): 3 clusters
  Score: Raw -261201.786800 + Penalty 2571.537514 = -258630.249285
  nChanged 1
		SP:Iteration 32Q (37755.140000 sec): 3 clusters
  Score: Raw -261202.360469 + Penalty 2571.537514 = -258630.822954
  nChanged 1
		SP:Iteration 33Q (37755.190000 sec): 3 clusters
  Score: Raw -261202.807345 + Penalty 2571.537514 = -258631.269831
  nChanged 0
		SP:Iteration 34F (37755.240000 sec): 3 clusters
  Score: Raw -261202.807345 + Penalty 2571.537514 = -258631.269831
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (6992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37755.400000 sec): 2 clusters
  Score: Raw -497839.663780 + Penalty 1438.534812 = -496401.128969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37755.510000 sec): 3 clusters
  Score: Raw -494011.707666 + Penalty 2877.069623 = -491134.638043
  nChanged 2963
		SP:Iteration 1F (37755.620000 sec): 3 clusters
  Score: Raw -496054.988077 + Penalty 2877.069623 = -493177.918454
  nChanged 758
		SP:Iteration 2F (37755.720000 sec): 3 clusters
  Score: Raw -496825.848485 + Penalty 2877.069623 = -493948.778862
  nChanged 626
		SP:Iteration 3F (37755.830000 sec): 3 clusters
  Score: Raw -497361.167018 + Penalty 2877.069623 = -494484.097395
  nChanged 478
		SP:Iteration 4F (37755.930000 sec): 3 clusters
  Score: Raw -497736.749514 + Penalty 2877.069623 = -494859.679891
  nChanged 383
		SP:Iteration 5F (37756.030000 sec): 3 clusters
  Score: Raw -498022.865895 + Penalty 2877.069623 = -495145.796272
  nChanged 309
		SP:Iteration 6Q (37756.220000 sec): 3 clusters
  Score: Raw -498203.130990 + Penalty 2877.069623 = -495326.061367
  nChanged 205
		SP:Iteration 7Q (37756.420000 sec): 3 clusters
  Score: Raw -498300.409044 + Penalty 2877.069623 = -495423.339421
  nChanged 157
		SP:Iteration 8Q (37756.620000 sec): 3 clusters
  Score: Raw -498366.978440 + Penalty 2877.069623 = -495489.908817
  nChanged 120
		SP:Iteration 9Q (37756.780000 sec): 3 clusters
  Score: Raw -498412.085300 + Penalty 2877.069623 = -495535.015677
  nChanged 94
		SP:Iteration 10Q (37756.980000 sec): 3 clusters
  Score: Raw -498445.537319 + Penalty 2877.069623 = -495568.467696
  nChanged 74
		SP:Iteration 11Q (37757.180000 sec): 3 clusters
  Score: Raw -498465.187956 + Penalty 2877.069623 = -495588.118333
  nChanged 53
		SP:Iteration 12Q (37757.390000 sec): 3 clusters
  Score: Raw -498482.635842 + Penalty 2877.069623 = -495605.566219
  nChanged 50
		SP:Iteration 13Q (37757.590000 sec): 3 clusters
  Score: Raw -498499.342702 + Penalty 2877.069623 = -495622.273079
  nChanged 46
		SP:Iteration 14Q (37757.800000 sec): 3 clusters
  Score: Raw -498514.314472 + Penalty 2877.069623 = -495637.244849
  nChanged 48
		SP:Iteration 15Q (37758.000000 sec): 3 clusters
  Score: Raw -498526.115307 + Penalty 2877.069623 = -495649.045684
  nChanged 41
		SP:Iteration 16Q (37758.210000 sec): 3 clusters
  Score: Raw -498537.474382 + Penalty 2877.069623 = -495660.404759
  nChanged 49
		SP:Iteration 17Q (37758.310000 sec): 3 clusters
  Score: Raw -498549.607543 + Penalty 2877.069623 = -495672.537919
  nChanged 44
		SP:Iteration 18Q (37758.510000 sec): 3 clusters
  Score: Raw -498560.315445 + Penalty 2877.069623 = -495683.245822
  nChanged 38
		SP:Iteration 19Q (37758.620000 sec): 3 clusters
  Score: Raw -498569.319664 + Penalty 2877.069623 = -495692.250041
  nChanged 38
		SP:Iteration 20F (37758.730000 sec): 3 clusters
  Score: Raw -498578.896642 + Penalty 2877.069623 = -495701.827019
  nChanged 33
		SP:Iteration 21Q (37758.840000 sec): 3 clusters
  Score: Raw -498585.587148 + Penalty 2877.069623 = -495708.517525
  nChanged 24
		SP:Iteration 22Q (37758.950000 sec): 3 clusters
  Score: Raw -498589.847882 + Penalty 2877.069623 = -495712.778258
  nChanged 21
		SP:Iteration 23Q (37759.180000 sec): 3 clusters
  Score: Raw -498593.093165 + Penalty 2877.069623 = -495716.023542
  nChanged 10
		SP:Iteration 24Q (37759.350000 sec): 3 clusters
  Score: Raw -498594.395628 + Penalty 2877.069623 = -495717.326005
  nChanged 11
		SP:Iteration 25Q (37759.550000 sec): 3 clusters
  Score: Raw -498595.793466 + Penalty 2877.069623 = -495718.723843
  nChanged 10
		SP:Iteration 26Q (37759.660000 sec): 3 clusters
  Score: Raw -498597.610183 + Penalty 2877.069623 = -495720.540560
  nChanged 12
		SP:Iteration 27Q (37759.880000 sec): 3 clusters
  Score: Raw -498599.484940 + Penalty 2877.069623 = -495722.415317
  nChanged 10
		SP:Iteration 28Q (37760.040000 sec): 3 clusters
  Score: Raw -498600.909992 + Penalty 2877.069623 = -495723.840369
  nChanged 9
		SP:Iteration 29Q (37760.240000 sec): 3 clusters
  Score: Raw -498602.547870 + Penalty 2877.069623 = -495725.478247
  nChanged 9
		SP:Iteration 30Q (37760.350000 sec): 3 clusters
  Score: Raw -498603.944849 + Penalty 2877.069623 = -495726.875226
  nChanged 10
		SP:Iteration 31Q (37760.530000 sec): 3 clusters
  Score: Raw -498605.394206 + Penalty 2877.069623 = -495728.324583
  nChanged 7
		SP:Iteration 32Q (37760.740000 sec): 3 clusters
  Score: Raw -498606.303670 + Penalty 2877.069623 = -495729.234047
  nChanged 11
		SP:Iteration 33Q (37760.950000 sec): 3 clusters
  Score: Raw -498607.875439 + Penalty 2877.069623 = -495730.805816
  nChanged 8
		SP:Iteration 34Q (37761.170000 sec): 3 clusters
  Score: Raw -498608.956369 + Penalty 2877.069623 = -495731.886746
  nChanged 3
		SP:Iteration 35Q (37761.380000 sec): 3 clusters
  Score: Raw -498609.304751 + Penalty 2877.069623 = -495732.235128
  nChanged 4
		SP:Iteration 36Q (37761.530000 sec): 3 clusters
  Score: Raw -498610.375585 + Penalty 2877.069623 = -495733.305962
  nChanged 8
		SP:Iteration 37Q (37761.740000 sec): 3 clusters
  Score: Raw -498611.797334 + Penalty 2877.069623 = -495734.727711
  nChanged 8
		SP:Iteration 38Q (37761.940000 sec): 3 clusters
  Score: Raw -498613.215029 + Penalty 2877.069623 = -495736.145406
  nChanged 11
		SP:Iteration 39Q (37762.150000 sec): 3 clusters
  Score: Raw -498614.872289 + Penalty 2877.069623 = -495737.802666
  nChanged 13
		SP:Iteration 40F (37762.350000 sec): 3 clusters
  Score: Raw -498616.863184 + Penalty 2877.069623 = -495739.793561
  nChanged 11
		SP:Iteration 41Q (37762.550000 sec): 3 clusters
  Score: Raw -498618.651332 + Penalty 2877.069623 = -495741.581709
  nChanged 13
		SP:Iteration 42Q (37762.750000 sec): 3 clusters
  Score: Raw -498621.711222 + Penalty 2877.069623 = -495744.641598
  nChanged 12
		SP:Iteration 43Q (37762.950000 sec): 3 clusters
  Score: Raw -498623.951715 + Penalty 2877.069623 = -495746.882092
  nChanged 18
		SP:Iteration 44Q (37763.160000 sec): 3 clusters
  Score: Raw -498627.389140 + Penalty 2877.069623 = -495750.319517
  nChanged 17
		SP:Iteration 45Q (37763.360000 sec): 3 clusters
  Score: Raw -498630.579248 + Penalty 2877.069623 = -495753.509625
  nChanged 15
		SP:Iteration 46Q (37763.560000 sec): 3 clusters
  Score: Raw -498633.204572 + Penalty 2877.069623 = -495756.134948
  nChanged 12
		SP:Iteration 47Q (37763.760000 sec): 3 clusters
  Score: Raw -498635.106554 + Penalty 2877.069623 = -495758.036931
  nChanged 9
		SP:Iteration 48Q (37763.940000 sec): 3 clusters
  Score: Raw -498636.347872 + Penalty 2877.069623 = -495759.278249
  nChanged 11
		SP:Iteration 49Q (37764.050000 sec): 3 clusters
  Score: Raw -498638.273396 + Penalty 2877.069623 = -495761.203772
  nChanged 11
		SP:Iteration 50Q (37764.160000 sec): 3 clusters
  Score: Raw -498639.405162 + Penalty 2877.069623 = -495762.335539
  nChanged 5
		SP:Iteration 51Q (37764.280000 sec): 3 clusters
  Score: Raw -498640.220994 + Penalty 2877.069623 = -495763.151371
  nChanged 6
		SP:Iteration 52Q (37764.390000 sec): 3 clusters
  Score: Raw -498640.908797 + Penalty 2877.069623 = -495763.839174
  nChanged 4
		SP:Iteration 53Q (37764.570000 sec): 3 clusters
  Score: Raw -498641.939892 + Penalty 2877.069623 = -495764.870269
  nChanged 5
		SP:Iteration 54Q (37764.770000 sec): 3 clusters
  Score: Raw -498642.386965 + Penalty 2877.069623 = -495765.317342
  nChanged 5
		SP:Iteration 55Q (37764.970000 sec): 3 clusters
  Score: Raw -498642.965786 + Penalty 2877.069623 = -495765.896163
  nChanged 8
		SP:Iteration 56Q (37765.180000 sec): 3 clusters
  Score: Raw -498644.516168 + Penalty 2877.069623 = -495767.446545
  nChanged 11
		SP:Iteration 57Q (37765.380000 sec): 3 clusters
  Score: Raw -498646.071056 + Penalty 2877.069623 = -495769.001433
  nChanged 5
		SP:Iteration 58Q (37765.590000 sec): 3 clusters
  Score: Raw -498646.800756 + Penalty 2877.069623 = -495769.731133
  nChanged 4
		SP:Iteration 59Q (37765.790000 sec): 3 clusters
  Score: Raw -498647.076571 + Penalty 2877.069623 = -495770.006948
  nChanged 3
		SP:Iteration 60F (37765.990000 sec): 3 clusters
  Score: Raw -498647.664618 + Penalty 2877.069623 = -495770.594995
  nChanged 5
		SP:Iteration 61Q (37766.190000 sec): 3 clusters
  Score: Raw -498649.017928 + Penalty 2877.069623 = -495771.948305
  nChanged 4
		SP:Iteration 62Q (37766.400000 sec): 3 clusters
  Score: Raw -498649.769834 + Penalty 2877.069623 = -495772.700211
  nChanged 8
		SP:Iteration 63Q (37766.630000 sec): 3 clusters
  Score: Raw -498650.439851 + Penalty 2877.069623 = -495773.370227
  nChanged 4
		SP:Iteration 64Q (37766.740000 sec): 3 clusters
  Score: Raw -498650.937359 + Penalty 2877.069623 = -495773.867736
  nChanged 6
		SP:Iteration 65Q (37766.850000 sec): 3 clusters
  Score: Raw -498651.620031 + Penalty 2877.069623 = -495774.550408
  nChanged 6
		SP:Iteration 66Q (37766.950000 sec): 3 clusters
  Score: Raw -498652.497218 + Penalty 2877.069623 = -495775.427595
  nChanged 5
		SP:Iteration 67Q (37767.170000 sec): 3 clusters
  Score: Raw -498653.386701 + Penalty 2877.069623 = -495776.317078
  nChanged 11
		SP:Iteration 68Q (37767.370000 sec): 3 clusters
  Score: Raw -498654.604675 + Penalty 2877.069623 = -495777.535052
  nChanged 12
		SP:Iteration 69Q (37767.560000 sec): 3 clusters
  Score: Raw -498656.139325 + Penalty 2877.069623 = -495779.069702
  nChanged 6
		SP:Iteration 70Q (37767.750000 sec): 3 clusters
  Score: Raw -498656.972098 + Penalty 2877.069623 = -495779.902475
  nChanged 4
		SP:Iteration 71Q (37767.970000 sec): 3 clusters
  Score: Raw -498657.403471 + Penalty 2877.069623 = -495780.333848
  nChanged 2
		SP:Iteration 72Q (37768.170000 sec): 3 clusters
  Score: Raw -498657.714777 + Penalty 2877.069623 = -495780.645154
  nChanged 2
		SP:Iteration 73Q (37768.350000 sec): 3 clusters
  Score: Raw -498657.983068 + Penalty 2877.069623 = -495780.913445
  nChanged 4
		SP:Iteration 74Q (37768.560000 sec): 3 clusters
  Score: Raw -498659.064189 + Penalty 2877.069623 = -495781.994566
  nChanged 9
		SP:Iteration 75Q (37768.760000 sec): 3 clusters
  Score: Raw -498660.586633 + Penalty 2877.069623 = -495783.517010
  nChanged 10
		SP:Iteration 76Q (37768.960000 sec): 3 clusters
  Score: Raw -498662.662072 + Penalty 2877.069623 = -495785.592449
  nChanged 14
		SP:Iteration 77Q (37769.170000 sec): 3 clusters
  Score: Raw -498665.719269 + Penalty 2877.069623 = -495788.649645
  nChanged 16
		SP:Iteration 78Q (37769.370000 sec): 3 clusters
  Score: Raw -498668.259933 + Penalty 2877.069623 = -495791.190310
  nChanged 11
		SP:Iteration 79Q (37769.570000 sec): 3 clusters
  Score: Raw -498669.726159 + Penalty 2877.069623 = -495792.656536
  nChanged 10
		SP:Iteration 80F (37769.770000 sec): 3 clusters
  Score: Raw -498671.106159 + Penalty 2877.069623 = -495794.036536
  nChanged 13
		SP:Iteration 81Q (37769.970000 sec): 3 clusters
  Score: Raw -498673.215529 + Penalty 2877.069623 = -495796.145905
  nChanged 10
		SP:Iteration 82Q (37770.160000 sec): 3 clusters
  Score: Raw -498674.521277 + Penalty 2877.069623 = -495797.451654
  nChanged 9
		SP:Iteration 83Q (37770.270000 sec): 3 clusters
  Score: Raw -498676.236228 + Penalty 2877.069623 = -495799.166604
  nChanged 16
		SP:Iteration 84Q (37770.460000 sec): 3 clusters
  Score: Raw -498680.414925 + Penalty 2877.069623 = -495803.345302
  nChanged 13
		SP:Iteration 85Q (37770.660000 sec): 3 clusters
  Score: Raw -498682.400132 + Penalty 2877.069623 = -495805.330508
  nChanged 13
		SP:Iteration 86Q (37770.870000 sec): 3 clusters
  Score: Raw -498685.092511 + Penalty 2877.069623 = -495808.022888
  nChanged 16
		SP:Iteration 87Q (37771.070000 sec): 3 clusters
  Score: Raw -498687.968867 + Penalty 2877.069623 = -495810.899243
  nChanged 16
		SP:Iteration 88Q (37771.280000 sec): 3 clusters
  Score: Raw -498690.466437 + Penalty 2877.069623 = -495813.396814
  nChanged 11
		SP:Iteration 89Q (37771.490000 sec): 3 clusters
  Score: Raw -498693.681500 + Penalty 2877.069623 = -495816.611877
  nChanged 19
		SP:Iteration 90Q (37771.690000 sec): 3 clusters
  Score: Raw -498698.159344 + Penalty 2877.069623 = -495821.089721
  nChanged 24
		SP:Iteration 91Q (37771.900000 sec): 3 clusters
  Score: Raw -498703.292785 + Penalty 2877.069623 = -495826.223162
  nChanged 23
		SP:Iteration 92Q (37772.110000 sec): 3 clusters
  Score: Raw -498707.736739 + Penalty 2877.069623 = -495830.667116
  nChanged 14
		SP:Iteration 93Q (37772.310000 sec): 3 clusters
  Score: Raw -498710.979898 + Penalty 2877.069623 = -495833.910275
  nChanged 15
		SP:Iteration 94Q (37772.520000 sec): 3 clusters
  Score: Raw -498714.016260 + Penalty 2877.069623 = -495836.946636
  nChanged 15
		SP:Iteration 95Q (37772.720000 sec): 3 clusters
  Score: Raw -498716.347889 + Penalty 2877.069623 = -495839.278266
  nChanged 13
		SP:Iteration 96Q (37772.930000 sec): 3 clusters
  Score: Raw -498718.535330 + Penalty 2877.069623 = -495841.465707
  nChanged 10
		SP:Iteration 97Q (37773.130000 sec): 3 clusters
  Score: Raw -498720.772285 + Penalty 2877.069623 = -495843.702661
  nChanged 11
		SP:Iteration 98Q (37773.340000 sec): 3 clusters
  Score: Raw -498723.086814 + Penalty 2877.069623 = -495846.017191
  nChanged 12
		SP:Iteration 99Q (37773.550000 sec): 3 clusters
  Score: Raw -498725.306900 + Penalty 2877.069623 = -495848.237277
  nChanged 6
		SP:Iteration 100F (37773.750000 sec): 3 clusters
  Score: Raw -498726.056780 + Penalty 2877.069623 = -495848.987156
  nChanged 7
		SP:Iteration 101Q (37773.960000 sec): 3 clusters
  Score: Raw -498727.185764 + Penalty 2877.069623 = -495850.116141
  nChanged 7
		SP:Iteration 102Q (37774.170000 sec): 3 clusters
  Score: Raw -498729.347118 + Penalty 2877.069623 = -495852.277495
  nChanged 10
		SP:Iteration 103Q (37774.370000 sec): 3 clusters
  Score: Raw -498731.650529 + Penalty 2877.069623 = -495854.580906
  nChanged 14
		SP:Iteration 104Q (37774.580000 sec): 3 clusters
  Score: Raw -498733.517606 + Penalty 2877.069623 = -495856.447983
  nChanged 12
		SP:Iteration 105Q (37774.790000 sec): 3 clusters
  Score: Raw -498735.877046 + Penalty 2877.069623 = -495858.807423
  nChanged 14
		SP:Iteration 106Q (37774.990000 sec): 3 clusters
  Score: Raw -498737.907350 + Penalty 2877.069623 = -495860.837727
  nChanged 14
		SP:Iteration 107Q (37775.090000 sec): 3 clusters
  Score: Raw -498739.978054 + Penalty 2877.069623 = -495862.908431
  nChanged 17
		SP:Iteration 108Q (37775.200000 sec): 3 clusters
  Score: Raw -498742.637897 + Penalty 2877.069623 = -495865.568274
  nChanged 18
		SP:Iteration 109Q (37775.380000 sec): 3 clusters
  Score: Raw -498745.675472 + Penalty 2877.069623 = -495868.605848
  nChanged 7
		SP:Iteration 110Q (37775.590000 sec): 3 clusters
  Score: Raw -498747.170766 + Penalty 2877.069623 = -495870.101143
  nChanged 7
		SP:Iteration 111Q (37775.790000 sec): 3 clusters
  Score: Raw -498748.501129 + Penalty 2877.069623 = -495871.431506
  nChanged 3
		SP:Iteration 112Q (37775.990000 sec): 3 clusters
  Score: Raw -498749.124924 + Penalty 2877.069623 = -495872.055301
  nChanged 3
		SP:Iteration 113Q (37776.190000 sec): 3 clusters
  Score: Raw -498749.479592 + Penalty 2877.069623 = -495872.409969
  nChanged 4
		SP:Iteration 114Q (37776.400000 sec): 3 clusters
  Score: Raw -498749.815411 + Penalty 2877.069623 = -495872.745788
  nChanged 1
		SP:Iteration 115Q (37776.600000 sec): 3 clusters
  Score: Raw -498749.980530 + Penalty 2877.069623 = -495872.910907
  nChanged 3
		SP:Iteration 116Q (37776.800000 sec): 3 clusters
  Score: Raw -498750.419310 + Penalty 2877.069623 = -495873.349687
  nChanged 0
		SP:Iteration 117F (37777.010000 sec): 3 clusters
  Score: Raw -498750.419310 + Penalty 2877.069623 = -495873.349687
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (3708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37777.100000 sec): 2 clusters
  Score: Raw -292546.731956 + Penalty 1335.465288 = -291211.266668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37777.280000 sec): 3 clusters
  Score: Raw -290712.683081 + Penalty 2670.930576 = -288041.752505
  nChanged 1474
		SP:Iteration 1F (37777.450000 sec): 3 clusters
  Score: Raw -291717.751726 + Penalty 2670.930576 = -289046.821150
  nChanged 363
		SP:Iteration 2F (37777.650000 sec): 3 clusters
  Score: Raw -292035.335036 + Penalty 2670.930576 = -289364.404460
  nChanged 275
		SP:Iteration 3F (37777.730000 sec): 3 clusters
  Score: Raw -292282.255325 + Penalty 2670.930576 = -289611.324749
  nChanged 217
		SP:Iteration 4F (37777.810000 sec): 3 clusters
  Score: Raw -292482.218456 + Penalty 2670.930576 = -289811.287879
  nChanged 182
		SP:Iteration 5Q (37777.890000 sec): 3 clusters
  Score: Raw -292635.485183 + Penalty 2670.930576 = -289964.554606
  nChanged 163
		SP:Iteration 6Q (37777.970000 sec): 3 clusters
  Score: Raw -292755.392584 + Penalty 2670.930576 = -290084.462007
  nChanged 120
		SP:Iteration 7Q (37778.040000 sec): 3 clusters
  Score: Raw -292840.609160 + Penalty 2670.930576 = -290169.678584
  nChanged 102
		SP:Iteration 8Q (37778.120000 sec): 3 clusters
  Score: Raw -292902.303128 + Penalty 2670.930576 = -290231.372552
  nChanged 79
		SP:Iteration 9Q (37778.200000 sec): 3 clusters
  Score: Raw -292945.237839 + Penalty 2670.930576 = -290274.307263
  nChanged 69
		SP:Iteration 10Q (37778.270000 sec): 3 clusters
  Score: Raw -292979.610086 + Penalty 2670.930576 = -290308.679510
  nChanged 68
		SP:Iteration 11Q (37778.350000 sec): 3 clusters
  Score: Raw -293009.300792 + Penalty 2670.930576 = -290338.370216
  nChanged 57
		SP:Iteration 12Q (37778.430000 sec): 3 clusters
  Score: Raw -293037.041285 + Penalty 2670.930576 = -290366.110709
  nChanged 43
		SP:Iteration 13Q (37778.510000 sec): 3 clusters
  Score: Raw -293062.893082 + Penalty 2670.930576 = -290391.962506
  nChanged 43
		SP:Iteration 14Q (37778.580000 sec): 3 clusters
  Score: Raw -293085.041277 + Penalty 2670.930576 = -290414.110701
  nChanged 33
		SP:Iteration 15Q (37778.660000 sec): 3 clusters
  Score: Raw -293101.943536 + Penalty 2670.930576 = -290431.012960
  nChanged 30
		SP:Iteration 16Q (37778.730000 sec): 3 clusters
  Score: Raw -293115.946734 + Penalty 2670.930576 = -290445.016158
  nChanged 27
		SP:Iteration 17Q (37778.810000 sec): 3 clusters
  Score: Raw -293126.248692 + Penalty 2670.930576 = -290455.318116
  nChanged 24
		SP:Iteration 18Q (37778.890000 sec): 3 clusters
  Score: Raw -293134.059038 + Penalty 2670.930576 = -290463.128462
  nChanged 15
		SP:Iteration 19Q (37778.970000 sec): 3 clusters
  Score: Raw -293138.471940 + Penalty 2670.930576 = -290467.541364
  nChanged 13
		SP:Iteration 20F (37779.040000 sec): 3 clusters
  Score: Raw -293142.167451 + Penalty 2670.930576 = -290471.236875
  nChanged 5
		SP:Iteration 21Q (37779.110000 sec): 3 clusters
  Score: Raw -293143.822525 + Penalty 2670.930576 = -290472.891949
  nChanged 4
		SP:Iteration 22Q (37779.190000 sec): 3 clusters
  Score: Raw -293144.591004 + Penalty 2670.930576 = -290473.660428
  nChanged 4
		SP:Iteration 23Q (37779.270000 sec): 3 clusters
  Score: Raw -293145.785436 + Penalty 2670.930576 = -290474.854859
  nChanged 5
		SP:Iteration 24Q (37779.350000 sec): 3 clusters
  Score: Raw -293147.332946 + Penalty 2670.930576 = -290476.402370
  nChanged 5
		SP:Iteration 25Q (37779.420000 sec): 3 clusters
  Score: Raw -293148.315721 + Penalty 2670.930576 = -290477.385145
  nChanged 5
		SP:Iteration 26Q (37779.500000 sec): 3 clusters
  Score: Raw -293149.861082 + Penalty 2670.930576 = -290478.930506
  nChanged 7
		SP:Iteration 27Q (37779.570000 sec): 3 clusters
  Score: Raw -293151.562820 + Penalty 2670.930576 = -290480.632244
  nChanged 5
		SP:Iteration 28Q (37779.650000 sec): 3 clusters
  Score: Raw -293152.663466 + Penalty 2670.930576 = -290481.732890
  nChanged 3
		SP:Iteration 29Q (37779.730000 sec): 3 clusters
  Score: Raw -293153.681837 + Penalty 2670.930576 = -290482.751261
  nChanged 7
		SP:Iteration 30Q (37779.810000 sec): 3 clusters
  Score: Raw -293156.124250 + Penalty 2670.930576 = -290485.193674
  nChanged 4
		SP:Iteration 31Q (37779.880000 sec): 3 clusters
  Score: Raw -293157.022718 + Penalty 2670.930576 = -290486.092141
  nChanged 2
		SP:Iteration 32Q (37779.960000 sec): 3 clusters
  Score: Raw -293157.390825 + Penalty 2670.930576 = -290486.460249
  nChanged 2
		SP:Iteration 33Q (37780.040000 sec): 3 clusters
  Score: Raw -293158.528351 + Penalty 2670.930576 = -290487.597775
  nChanged 2
		SP:Iteration 34Q (37780.120000 sec): 3 clusters
  Score: Raw -293158.908005 + Penalty 2670.930576 = -290487.977429
  nChanged 2
		SP:Iteration 35Q (37780.190000 sec): 3 clusters
  Score: Raw -293159.256879 + Penalty 2670.930576 = -290488.326303
  nChanged 1
		SP:Iteration 36Q (37780.270000 sec): 3 clusters
  Score: Raw -293159.342816 + Penalty 2670.930576 = -290488.412240
  nChanged 0
		SP:Iteration 37F (37780.350000 sec): 3 clusters
  Score: Raw -293159.342816 + Penalty 2670.930576 = -290488.412240
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (10191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37780.500000 sec): 2 clusters
  Score: Raw -998436.616703 + Penalty 1499.754792 = -996936.861911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37780.700000 sec): 3 clusters
  Score: Raw -992749.436155 + Penalty 2999.509583 = -989749.926572
  nChanged 4373
		SP:Iteration 1F (37780.920000 sec): 3 clusters
  Score: Raw -995129.177326 + Penalty 2999.509583 = -992129.667743
  nChanged 638
		SP:Iteration 2F (37781.140000 sec): 3 clusters
  Score: Raw -995443.017490 + Penalty 2999.509583 = -992443.507907
  nChanged 627
		SP:Iteration 3F (37781.460000 sec): 3 clusters
  Score: Raw -995804.716838 + Penalty 2999.509583 = -992805.207254
  nChanged 633
		SP:Iteration 4F (37781.640000 sec): 3 clusters
  Score: Raw -996205.933780 + Penalty 2999.509583 = -993206.424197
  nChanged 622
		SP:Iteration 5F (37781.870000 sec): 3 clusters
  Score: Raw -996627.329531 + Penalty 2999.509583 = -993627.819948
  nChanged 574
		SP:Iteration 6F (37782.100000 sec): 3 clusters
  Score: Raw -997040.140111 + Penalty 2999.509583 = -994040.630528
  nChanged 508
		SP:Iteration 7Q (37782.320000 sec): 3 clusters
  Score: Raw -997375.652146 + Penalty 2999.509583 = -994376.142563
  nChanged 401
		SP:Iteration 8Q (37782.590000 sec): 3 clusters
  Score: Raw -997643.878146 + Penalty 2999.509583 = -994644.368563
  nChanged 310
		SP:Iteration 9Q (37782.860000 sec): 3 clusters
  Score: Raw -997856.276100 + Penalty 2999.509583 = -994856.766516
  nChanged 267
		SP:Iteration 10Q (37783.080000 sec): 3 clusters
  Score: Raw -998046.392868 + Penalty 2999.509583 = -995046.883285
  nChanged 202
		SP:Iteration 11Q (37783.300000 sec): 3 clusters
  Score: Raw -998195.062284 + Penalty 2999.509583 = -995195.552700
  nChanged 144
		SP:Iteration 12Q (37783.520000 sec): 3 clusters
  Score: Raw -998303.966207 + Penalty 2999.509583 = -995304.456623
  nChanged 114
		SP:Iteration 13Q (37783.670000 sec): 3 clusters
  Score: Raw -998395.547510 + Penalty 2999.509583 = -995396.037927
  nChanged 109
		SP:Iteration 14Q (37783.880000 sec): 3 clusters
  Score: Raw -998476.577716 + Penalty 2999.509583 = -995477.068132
  nChanged 81
		SP:Iteration 15Q (37784.120000 sec): 3 clusters
  Score: Raw -998535.916559 + Penalty 2999.509583 = -995536.406975
  nChanged 60
		SP:Iteration 16Q (37784.340000 sec): 3 clusters
  Score: Raw -998584.252896 + Penalty 2999.509583 = -995584.743312
  nChanged 50
		SP:Iteration 17Q (37784.570000 sec): 3 clusters
  Score: Raw -998618.840315 + Penalty 2999.509583 = -995619.330731
  nChanged 34
		SP:Iteration 18Q (37784.800000 sec): 3 clusters
  Score: Raw -998641.220709 + Penalty 2999.509583 = -995641.711125
  nChanged 22
		SP:Iteration 19Q (37784.940000 sec): 3 clusters
  Score: Raw -998651.430476 + Penalty 2999.509583 = -995651.920893
  nChanged 14
		SP:Iteration 20F (37785.170000 sec): 3 clusters
  Score: Raw -998660.323365 + Penalty 2999.509583 = -995660.813782
  nChanged 13
		SP:Iteration 21Q (37785.390000 sec): 3 clusters
  Score: Raw -998667.562053 + Penalty 2999.509583 = -995668.052469
  nChanged 7
		SP:Iteration 22Q (37785.620000 sec): 3 clusters
  Score: Raw -998672.679440 + Penalty 2999.509583 = -995673.169856
  nChanged 9
		SP:Iteration 23Q (37785.800000 sec): 3 clusters
  Score: Raw -998677.299159 + Penalty 2999.509583 = -995677.789575
  nChanged 4
		SP:Iteration 24Q (37786.070000 sec): 3 clusters
  Score: Raw -998679.196011 + Penalty 2999.509583 = -995679.686428
  nChanged 4
		SP:Iteration 25Q (37786.250000 sec): 3 clusters
  Score: Raw -998680.525376 + Penalty 2999.509583 = -995681.015792
  nChanged 2
		SP:Iteration 26Q (37786.430000 sec): 3 clusters
  Score: Raw -998682.867710 + Penalty 2999.509583 = -995683.358127
  nChanged 7
		SP:Iteration 27Q (37786.660000 sec): 3 clusters
  Score: Raw -998689.097990 + Penalty 2999.509583 = -995689.588407
  nChanged 8
		SP:Iteration 28Q (37786.840000 sec): 3 clusters
  Score: Raw -998696.655086 + Penalty 2999.509583 = -995697.145503
  nChanged 9
		SP:Iteration 29Q (37787.020000 sec): 3 clusters
  Score: Raw -998702.936980 + Penalty 2999.509583 = -995703.427397
  nChanged 10
		SP:Iteration 30Q (37787.200000 sec): 3 clusters
  Score: Raw -998710.040029 + Penalty 2999.509583 = -995710.530446
  nChanged 5
		SP:Iteration 31Q (37787.390000 sec): 3 clusters
  Score: Raw -998712.329174 + Penalty 2999.509583 = -995712.819591
  nChanged 6
		SP:Iteration 32Q (37787.570000 sec): 3 clusters
  Score: Raw -998717.569063 + Penalty 2999.509583 = -995718.059480
  nChanged 8
		SP:Iteration 33Q (37787.750000 sec): 3 clusters
  Score: Raw -998726.032933 + Penalty 2999.509583 = -995726.523350
  nChanged 6
		SP:Iteration 34Q (37787.940000 sec): 3 clusters
  Score: Raw -998733.469867 + Penalty 2999.509583 = -995733.960284
  nChanged 9
		SP:Iteration 35Q (37788.120000 sec): 3 clusters
  Score: Raw -998742.630648 + Penalty 2999.509583 = -995743.121065
  nChanged 9
		SP:Iteration 36Q (37788.300000 sec): 3 clusters
  Score: Raw -998749.126304 + Penalty 2999.509583 = -995749.616720
  nChanged 5
		SP:Iteration 37Q (37788.490000 sec): 3 clusters
  Score: Raw -998752.277366 + Penalty 2999.509583 = -995752.767782
  nChanged 4
		SP:Iteration 38Q (37788.670000 sec): 3 clusters
  Score: Raw -998755.177964 + Penalty 2999.509583 = -995755.668380
  nChanged 4
		SP:Iteration 39Q (37788.850000 sec): 3 clusters
  Score: Raw -998757.939967 + Penalty 2999.509583 = -995758.430384
  nChanged 3
		SP:Iteration 40F (37789.080000 sec): 3 clusters
  Score: Raw -998760.122641 + Penalty 2999.509583 = -995760.613058
  nChanged 3
		SP:Iteration 41Q (37789.260000 sec): 3 clusters
  Score: Raw -998761.397576 + Penalty 2999.509583 = -995761.887992
  nChanged 1
		SP:Iteration 42Q (37789.440000 sec): 3 clusters
  Score: Raw -998762.180704 + Penalty 2999.509583 = -995762.671121
  nChanged 1
		SP:Iteration 43Q (37789.630000 sec): 3 clusters
  Score: Raw -998762.708612 + Penalty 2999.509583 = -995763.199028
  nChanged 0
		SP:Iteration 44F (37789.860000 sec): 3 clusters
  Score: Raw -998762.708612 + Penalty 2999.509583 = -995763.199028
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (10540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37790.000000 sec): 2 clusters
  Score: Raw -961605.532903 + Penalty 1505.226584 = -960100.306319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37790.280000 sec): 3 clusters
  Score: Raw -955647.860123 + Penalty 3010.453167 = -952637.406956
  nChanged 4561
		SP:Iteration 1F (37790.550000 sec): 3 clusters
  Score: Raw -958079.103992 + Penalty 3010.453167 = -955068.650825
  nChanged 648
		SP:Iteration 2F (37790.810000 sec): 3 clusters
  Score: Raw -958355.809919 + Penalty 3010.453167 = -955345.356752
  nChanged 489
		SP:Iteration 3Q (37791.070000 sec): 3 clusters
  Score: Raw -958555.872009 + Penalty 3010.453167 = -955545.418842
  nChanged 406
		SP:Iteration 4Q (37791.220000 sec): 3 clusters
  Score: Raw -958716.232084 + Penalty 3010.453167 = -955705.778916
  nChanged 386
		SP:Iteration 5Q (37791.410000 sec): 3 clusters
  Score: Raw -958877.260100 + Penalty 3010.453167 = -955866.806933
  nChanged 372
		SP:Iteration 6Q (37791.580000 sec): 3 clusters
  Score: Raw -959057.633030 + Penalty 3010.453167 = -956047.179863
  nChanged 383
		SP:Iteration 7Q (37791.750000 sec): 3 clusters
  Score: Raw -959245.225893 + Penalty 3010.453167 = -956234.772726
  nChanged 417
		SP:Iteration 8Q (37791.930000 sec): 3 clusters
  Score: Raw -959467.083255 + Penalty 3010.453167 = -956456.630088
  nChanged 483
		SP:Iteration 9Q (37792.190000 sec): 3 clusters
  Score: Raw -959753.005323 + Penalty 3010.453167 = -956742.552156
  nChanged 492
		SP:Iteration 10Q (37792.460000 sec): 3 clusters
  Score: Raw -960037.423045 + Penalty 3010.453167 = -957026.969878
  nChanged 488
		SP:Iteration 11Q (37792.720000 sec): 3 clusters
  Score: Raw -960322.015495 + Penalty 3010.453167 = -957311.562328
  nChanged 452
		SP:Iteration 12Q (37792.980000 sec): 3 clusters
  Score: Raw -960611.190242 + Penalty 3010.453167 = -957600.737075
  nChanged 400
		SP:Iteration 13Q (37793.240000 sec): 3 clusters
  Score: Raw -960891.858254 + Penalty 3010.453167 = -957881.405086
  nChanged 397
		SP:Iteration 14Q (37793.500000 sec): 3 clusters
  Score: Raw -961160.220206 + Penalty 3010.453167 = -958149.767039
  nChanged 369
		SP:Iteration 15Q (37793.750000 sec): 3 clusters
  Score: Raw -961361.992006 + Penalty 3010.453167 = -958351.538838
  nChanged 296
		SP:Iteration 16Q (37794.000000 sec): 3 clusters
  Score: Raw -961509.469073 + Penalty 3010.453167 = -958499.015905
  nChanged 237
		SP:Iteration 17Q (37794.230000 sec): 3 clusters
  Score: Raw -961617.336965 + Penalty 3010.453167 = -958606.883798
  nChanged 197
		SP:Iteration 18Q (37794.380000 sec): 3 clusters
  Score: Raw -961688.968598 + Penalty 3010.453167 = -958678.515431
  nChanged 158
		SP:Iteration 19Q (37794.550000 sec): 3 clusters
  Score: Raw -961737.461233 + Penalty 3010.453167 = -958727.008066
  nChanged 115
		SP:Iteration 20F (37794.710000 sec): 3 clusters
  Score: Raw -961771.253547 + Penalty 3010.453167 = -958760.800380
  nChanged 107
		SP:Iteration 21Q (37794.960000 sec): 3 clusters
  Score: Raw -961801.682479 + Penalty 3010.453167 = -958791.229312
  nChanged 109
		SP:Iteration 22Q (37795.230000 sec): 3 clusters
  Score: Raw -961835.209130 + Penalty 3010.453167 = -958824.755963
  nChanged 119
		SP:Iteration 23Q (37795.470000 sec): 3 clusters
  Score: Raw -961870.929791 + Penalty 3010.453167 = -958860.476624
  nChanged 120
		SP:Iteration 24Q (37795.630000 sec): 3 clusters
  Score: Raw -961906.133622 + Penalty 3010.453167 = -958895.680455
  nChanged 101
		SP:Iteration 25Q (37795.900000 sec): 3 clusters
  Score: Raw -961936.168643 + Penalty 3010.453167 = -958925.715476
  nChanged 98
		SP:Iteration 26Q (37796.160000 sec): 3 clusters
  Score: Raw -961964.664602 + Penalty 3010.453167 = -958954.211435
  nChanged 86
		SP:Iteration 27Q (37796.420000 sec): 3 clusters
  Score: Raw -961990.502782 + Penalty 3010.453167 = -958980.049615
  nChanged 77
		SP:Iteration 28Q (37796.680000 sec): 3 clusters
  Score: Raw -962013.198191 + Penalty 3010.453167 = -959002.745023
  nChanged 86
		SP:Iteration 29Q (37796.940000 sec): 3 clusters
  Score: Raw -962034.525526 + Penalty 3010.453167 = -959024.072359
  nChanged 66
		SP:Iteration 30Q (37797.200000 sec): 3 clusters
  Score: Raw -962054.537195 + Penalty 3010.453167 = -959044.084028
  nChanged 78
		SP:Iteration 31Q (37797.470000 sec): 3 clusters
  Score: Raw -962080.123456 + Penalty 3010.453167 = -959069.670289
  nChanged 82
		SP:Iteration 32Q (37797.770000 sec): 3 clusters
  Score: Raw -962105.984156 + Penalty 3010.453167 = -959095.530989
  nChanged 85
		SP:Iteration 33Q (37797.950000 sec): 3 clusters
  Score: Raw -962128.467265 + Penalty 3010.453167 = -959118.014097
  nChanged 65
		SP:Iteration 34Q (37798.210000 sec): 3 clusters
  Score: Raw -962145.891262 + Penalty 3010.453167 = -959135.438094
  nChanged 60
		SP:Iteration 35Q (37798.470000 sec): 3 clusters
  Score: Raw -962160.966899 + Penalty 3010.453167 = -959150.513732
  nChanged 42
		SP:Iteration 36Q (37798.730000 sec): 3 clusters
  Score: Raw -962169.657594 + Penalty 3010.453167 = -959159.204427
  nChanged 32
		SP:Iteration 37Q (37798.990000 sec): 3 clusters
  Score: Raw -962175.459867 + Penalty 3010.453167 = -959165.006700
  nChanged 27
		SP:Iteration 38Q (37799.250000 sec): 3 clusters
  Score: Raw -962181.997300 + Penalty 3010.453167 = -959171.544133
  nChanged 23
		SP:Iteration 39Q (37799.510000 sec): 3 clusters
  Score: Raw -962187.214174 + Penalty 3010.453167 = -959176.761007
  nChanged 21
		SP:Iteration 40F (37799.780000 sec): 3 clusters
  Score: Raw -962191.017343 + Penalty 3010.453167 = -959180.564176
  nChanged 17
		SP:Iteration 41Q (37800.020000 sec): 3 clusters
  Score: Raw -962193.767523 + Penalty 3010.453167 = -959183.314356
  nChanged 15
		SP:Iteration 42Q (37800.160000 sec): 3 clusters
  Score: Raw -962196.739589 + Penalty 3010.453167 = -959186.286422
  nChanged 14
		SP:Iteration 43Q (37800.320000 sec): 3 clusters
  Score: Raw -962199.665660 + Penalty 3010.453167 = -959189.212493
  nChanged 11
		SP:Iteration 44Q (37800.480000 sec): 3 clusters
  Score: Raw -962202.016796 + Penalty 3010.453167 = -959191.563629
  nChanged 17
		SP:Iteration 45Q (37800.640000 sec): 3 clusters
  Score: Raw -962205.022771 + Penalty 3010.453167 = -959194.569604
  nChanged 17
		SP:Iteration 46Q (37800.900000 sec): 3 clusters
  Score: Raw -962208.599784 + Penalty 3010.453167 = -959198.146616
  nChanged 14
		SP:Iteration 47Q (37801.160000 sec): 3 clusters
  Score: Raw -962211.024480 + Penalty 3010.453167 = -959200.571313
  nChanged 5
		SP:Iteration 48Q (37801.420000 sec): 3 clusters
  Score: Raw -962211.823838 + Penalty 3010.453167 = -959201.370671
  nChanged 6
		SP:Iteration 49Q (37801.730000 sec): 3 clusters
  Score: Raw -962212.931480 + Penalty 3010.453167 = -959202.478313
  nChanged 4
		SP:Iteration 50Q (37801.910000 sec): 3 clusters
  Score: Raw -962213.792391 + Penalty 3010.453167 = -959203.339224
  nChanged 5
		SP:Iteration 51Q (37802.170000 sec): 3 clusters
  Score: Raw -962214.704017 + Penalty 3010.453167 = -959204.250850
  nChanged 6
		SP:Iteration 52Q (37802.430000 sec): 3 clusters
  Score: Raw -962215.627191 + Penalty 3010.453167 = -959205.174023
  nChanged 4
		SP:Iteration 53Q (37802.700000 sec): 3 clusters
  Score: Raw -962216.223935 + Penalty 3010.453167 = -959205.770768
  nChanged 5
		SP:Iteration 54Q (37802.920000 sec): 3 clusters
  Score: Raw -962217.182784 + Penalty 3010.453167 = -959206.729617
  nChanged 4
		SP:Iteration 55Q (37803.140000 sec): 3 clusters
  Score: Raw -962217.684295 + Penalty 3010.453167 = -959207.231127
  nChanged 2
		SP:Iteration 56Q (37803.360000 sec): 3 clusters
  Score: Raw -962217.937599 + Penalty 3010.453167 = -959207.484432
  nChanged 0
		SP:Iteration 57F (37803.620000 sec): 3 clusters
  Score: Raw -962217.937599 + Penalty 3010.453167 = -959207.484432
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (20221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37803.850000 sec): 2 clusters
  Score: Raw -1914172.041084 + Penalty 1611.102504 = -1912560.938580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37804.160000 sec): 3 clusters
  Score: Raw -1901965.837723 + Penalty 3222.205008 = -1898743.632715
  nChanged 9212
		SP:Iteration 1F (37804.470000 sec): 3 clusters
  Score: Raw -1907289.905833 + Penalty 3222.205008 = -1904067.700825
  nChanged 1261
		SP:Iteration 2F (37804.830000 sec): 3 clusters
  Score: Raw -1907862.465419 + Penalty 3222.205008 = -1904640.260411
  nChanged 1241
		SP:Iteration 3F (37805.150000 sec): 3 clusters
  Score: Raw -1908451.805883 + Penalty 3222.205008 = -1905229.600875
  nChanged 1206
		SP:Iteration 4F (37805.510000 sec): 3 clusters
  Score: Raw -1909051.889806 + Penalty 3222.205008 = -1905829.684798
  nChanged 1199
		SP:Iteration 5F (37805.820000 sec): 3 clusters
  Score: Raw -1909672.320361 + Penalty 3222.205008 = -1906450.115353
  nChanged 1130
		SP:Iteration 6F (37806.180000 sec): 3 clusters
  Score: Raw -1910288.675715 + Penalty 3222.205008 = -1907066.470707
  nChanged 1037
		SP:Iteration 7F (37806.500000 sec): 3 clusters
  Score: Raw -1910848.992296 + Penalty 3222.205008 = -1907626.787288
  nChanged 951
		SP:Iteration 8Q (37806.860000 sec): 3 clusters
  Score: Raw -1911395.612656 + Penalty 3222.205008 = -1908173.407648
  nChanged 876
		SP:Iteration 9Q (37807.180000 sec): 3 clusters
  Score: Raw -1911955.143509 + Penalty 3222.205008 = -1908732.938501
  nChanged 762
		SP:Iteration 10Q (37807.540000 sec): 3 clusters
  Score: Raw -1912471.628067 + Penalty 3222.205008 = -1909249.423059
  nChanged 684
		SP:Iteration 11Q (37807.860000 sec): 3 clusters
  Score: Raw -1912956.626763 + Penalty 3222.205008 = -1909734.421755
  nChanged 558
		SP:Iteration 12Q (37808.180000 sec): 3 clusters
  Score: Raw -1913373.507829 + Penalty 3222.205008 = -1910151.302821
  nChanged 391
		SP:Iteration 13Q (37808.490000 sec): 3 clusters
  Score: Raw -1913673.178443 + Penalty 3222.205008 = -1910450.973436
  nChanged 292
		SP:Iteration 14Q (37808.810000 sec): 3 clusters
  Score: Raw -1913895.493116 + Penalty 3222.205008 = -1910673.288108
  nChanged 200
		SP:Iteration 15Q (37809.140000 sec): 3 clusters
  Score: Raw -1914060.263906 + Penalty 3222.205008 = -1910838.058898
  nChanged 116
		SP:Iteration 16Q (37809.450000 sec): 3 clusters
  Score: Raw -1914154.245091 + Penalty 3222.205008 = -1910932.040083
  nChanged 72
		SP:Iteration 17Q (37809.780000 sec): 3 clusters
  Score: Raw -1914212.481751 + Penalty 3222.205008 = -1910990.276743
  nChanged 57
		SP:Iteration 18Q (37810.100000 sec): 3 clusters
  Score: Raw -1914259.782157 + Penalty 3222.205008 = -1911037.577149
  nChanged 38
		SP:Iteration 19Q (37810.410000 sec): 3 clusters
  Score: Raw -1914295.304035 + Penalty 3222.205008 = -1911073.099028
  nChanged 31
		SP:Iteration 20F (37810.730000 sec): 3 clusters
  Score: Raw -1914320.708859 + Penalty 3222.205008 = -1911098.503851
  nChanged 19
		SP:Iteration 21Q (37811.060000 sec): 3 clusters
  Score: Raw -1914334.935884 + Penalty 3222.205008 = -1911112.730876
  nChanged 11
		SP:Iteration 22Q (37811.380000 sec): 3 clusters
  Score: Raw -1914344.900209 + Penalty 3222.205008 = -1911122.695201
  nChanged 14
		SP:Iteration 23Q (37811.690000 sec): 3 clusters
  Score: Raw -1914358.382374 + Penalty 3222.205008 = -1911136.177366
  nChanged 10
		SP:Iteration 24Q (37812.010000 sec): 3 clusters
  Score: Raw -1914367.307657 + Penalty 3222.205008 = -1911145.102650
  nChanged 8
		SP:Iteration 25Q (37812.330000 sec): 3 clusters
  Score: Raw -1914373.023168 + Penalty 3222.205008 = -1911150.818160
  nChanged 3
		SP:Iteration 26Q (37812.650000 sec): 3 clusters
  Score: Raw -1914375.769303 + Penalty 3222.205008 = -1911153.564295
  nChanged 3
		SP:Iteration 27Q (37813.010000 sec): 3 clusters
  Score: Raw -1914377.663462 + Penalty 3222.205008 = -1911155.458455
  nChanged 2
		SP:Iteration 28Q (37813.330000 sec): 3 clusters
  Score: Raw -1914378.361782 + Penalty 3222.205008 = -1911156.156774
  nChanged 1
		SP:Iteration 29Q (37813.700000 sec): 3 clusters
  Score: Raw -1914379.446060 + Penalty 3222.205008 = -1911157.241052
  nChanged 3
		SP:Iteration 30Q (37814.020000 sec): 3 clusters
  Score: Raw -1914382.752673 + Penalty 3222.205008 = -1911160.547665
  nChanged 3
		SP:Iteration 31Q (37814.340000 sec): 3 clusters
  Score: Raw -1914385.550517 + Penalty 3222.205008 = -1911163.345509
  nChanged 4
		SP:Iteration 32Q (37814.660000 sec): 3 clusters
  Score: Raw -1914388.407854 + Penalty 3222.205008 = -1911166.202846
  nChanged 3
		SP:Iteration 33Q (37814.970000 sec): 3 clusters
  Score: Raw -1914390.982967 + Penalty 3222.205008 = -1911168.777959
  nChanged 0
		SP:Iteration 34F (37815.300000 sec): 3 clusters
  Score: Raw -1914390.982967 + Penalty 3222.205008 = -1911168.777959
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (3201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37815.390000 sec): 2 clusters
  Score: Raw -259578.677312 + Penalty 1311.573013 = -258267.104299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37815.560000 sec): 3 clusters
  Score: Raw -258040.934175 + Penalty 2623.146025 = -255417.788149
  nChanged 1227
		SP:Iteration 1F (37815.740000 sec): 3 clusters
  Score: Raw -258818.034388 + Penalty 2623.146025 = -256194.888362
  nChanged 269
		SP:Iteration 2F (37815.910000 sec): 3 clusters
  Score: Raw -259026.650795 + Penalty 2623.146025 = -256403.504769
  nChanged 177
		SP:Iteration 3F (37816.090000 sec): 3 clusters
  Score: Raw -259166.524930 + Penalty 2623.146025 = -256543.378904
  nChanged 137
		SP:Iteration 4Q (37816.260000 sec): 3 clusters
  Score: Raw -259274.773527 + Penalty 2623.146025 = -256651.627502
  nChanged 132
		SP:Iteration 5Q (37816.440000 sec): 3 clusters
  Score: Raw -259386.463359 + Penalty 2623.146025 = -256763.317333
  nChanged 126
		SP:Iteration 6Q (37816.610000 sec): 3 clusters
  Score: Raw -259468.296964 + Penalty 2623.146025 = -256845.150939
  nChanged 104
		SP:Iteration 7Q (37816.790000 sec): 3 clusters
  Score: Raw -259541.287811 + Penalty 2623.146025 = -256918.141785
  nChanged 78
		SP:Iteration 8Q (37816.970000 sec): 3 clusters
  Score: Raw -259591.431070 + Penalty 2623.146025 = -256968.285044
  nChanged 77
		SP:Iteration 9Q (37817.140000 sec): 3 clusters
  Score: Raw -259639.240760 + Penalty 2623.146025 = -257016.094734
  nChanged 71
		SP:Iteration 10Q (37817.320000 sec): 3 clusters
  Score: Raw -259683.101191 + Penalty 2623.146025 = -257059.955166
  nChanged 60
		SP:Iteration 11Q (37817.490000 sec): 3 clusters
  Score: Raw -259723.916150 + Penalty 2623.146025 = -257100.770124
  nChanged 57
		SP:Iteration 12Q (37817.670000 sec): 3 clusters
  Score: Raw -259757.854882 + Penalty 2623.146025 = -257134.708856
  nChanged 44
		SP:Iteration 13Q (37817.850000 sec): 3 clusters
  Score: Raw -259777.577514 + Penalty 2623.146025 = -257154.431489
  nChanged 42
		SP:Iteration 14Q (37818.020000 sec): 3 clusters
  Score: Raw -259798.028175 + Penalty 2623.146025 = -257174.882149
  nChanged 41
		SP:Iteration 15Q (37818.200000 sec): 3 clusters
  Score: Raw -259816.793936 + Penalty 2623.146025 = -257193.647910
  nChanged 43
		SP:Iteration 16Q (37818.370000 sec): 3 clusters
  Score: Raw -259836.838148 + Penalty 2623.146025 = -257213.692122
  nChanged 35
		SP:Iteration 17Q (37818.550000 sec): 3 clusters
  Score: Raw -259854.336414 + Penalty 2623.146025 = -257231.190388
  nChanged 40
		SP:Iteration 18Q (37818.730000 sec): 3 clusters
  Score: Raw -259873.442207 + Penalty 2623.146025 = -257250.296181
  nChanged 22
		SP:Iteration 19Q (37818.900000 sec): 3 clusters
  Score: Raw -259883.214023 + Penalty 2623.146025 = -257260.067997
  nChanged 20
		SP:Iteration 20F (37819.080000 sec): 3 clusters
  Score: Raw -259892.227910 + Penalty 2623.146025 = -257269.081884
  nChanged 26
		SP:Iteration 21Q (37819.250000 sec): 3 clusters
  Score: Raw -259904.052192 + Penalty 2623.146025 = -257280.906167
  nChanged 21
		SP:Iteration 22Q (37819.430000 sec): 3 clusters
  Score: Raw -259913.343393 + Penalty 2623.146025 = -257290.197368
  nChanged 16
		SP:Iteration 23Q (37819.610000 sec): 3 clusters
  Score: Raw -259918.107810 + Penalty 2623.146025 = -257294.961785
  nChanged 12
		SP:Iteration 24Q (37819.780000 sec): 3 clusters
  Score: Raw -259920.454882 + Penalty 2623.146025 = -257297.308857
  nChanged 3
		SP:Iteration 25Q (37819.960000 sec): 3 clusters
  Score: Raw -259921.735227 + Penalty 2623.146025 = -257298.589202
  nChanged 5
		SP:Iteration 26Q (37820.130000 sec): 3 clusters
  Score: Raw -259923.377982 + Penalty 2623.146025 = -257300.231956
  nChanged 4
		SP:Iteration 27Q (37820.310000 sec): 3 clusters
  Score: Raw -259924.479694 + Penalty 2623.146025 = -257301.333669
  nChanged 2
		SP:Iteration 28Q (37820.490000 sec): 3 clusters
  Score: Raw -259925.066400 + Penalty 2623.146025 = -257301.920374
  nChanged 3
		SP:Iteration 29Q (37820.660000 sec): 3 clusters
  Score: Raw -259926.729678 + Penalty 2623.146025 = -257303.583653
  nChanged 5
		SP:Iteration 30Q (37820.830000 sec): 3 clusters
  Score: Raw -259928.338571 + Penalty 2623.146025 = -257305.192546
  nChanged 3
		SP:Iteration 31Q (37821.010000 sec): 3 clusters
  Score: Raw -259930.071412 + Penalty 2623.146025 = -257306.925386
  nChanged 4
		SP:Iteration 32Q (37821.190000 sec): 3 clusters
  Score: Raw -259931.739240 + Penalty 2623.146025 = -257308.593215
  nChanged 5
		SP:Iteration 33Q (37821.360000 sec): 3 clusters
  Score: Raw -259933.149364 + Penalty 2623.146025 = -257310.003339
  nChanged 4
		SP:Iteration 34Q (37821.540000 sec): 3 clusters
  Score: Raw -259934.105465 + Penalty 2623.146025 = -257310.959440
  nChanged 5
		SP:Iteration 35Q (37821.710000 sec): 3 clusters
  Score: Raw -259934.680903 + Penalty 2623.146025 = -257311.534878
  nChanged 3
		SP:Iteration 36Q (37821.890000 sec): 3 clusters
  Score: Raw -259936.148667 + Penalty 2623.146025 = -257313.002642
  nChanged 4
		SP:Iteration 37Q (37822.070000 sec): 3 clusters
  Score: Raw -259938.049439 + Penalty 2623.146025 = -257314.903414
  nChanged 8
		SP:Iteration 38Q (37822.240000 sec): 3 clusters
  Score: Raw -259941.577389 + Penalty 2623.146025 = -257318.431363
  nChanged 9
		SP:Iteration 39Q (37822.420000 sec): 3 clusters
  Score: Raw -259946.720339 + Penalty 2623.146025 = -257323.574314
  nChanged 8
		SP:Iteration 40F (37822.590000 sec): 3 clusters
  Score: Raw -259949.207815 + Penalty 2623.146025 = -257326.061790
  nChanged 4
		SP:Iteration 41Q (37822.770000 sec): 3 clusters
  Score: Raw -259949.956360 + Penalty 2623.146025 = -257326.810335
  nChanged 3
		SP:Iteration 42Q (37822.950000 sec): 3 clusters
  Score: Raw -259950.841287 + Penalty 2623.146025 = -257327.695262
  nChanged 4
		SP:Iteration 43Q (37823.120000 sec): 3 clusters
  Score: Raw -259951.943961 + Penalty 2623.146025 = -257328.797936
  nChanged 1
		SP:Iteration 44Q (37823.300000 sec): 3 clusters
  Score: Raw -259952.471349 + Penalty 2623.146025 = -257329.325323
  nChanged 1
		SP:Iteration 45Q (37823.470000 sec): 3 clusters
  Score: Raw -259952.839291 + Penalty 2623.146025 = -257329.693265
  nChanged 1
		SP:Iteration 46Q (37823.650000 sec): 3 clusters
  Score: Raw -259953.072141 + Penalty 2623.146025 = -257329.926115
  nChanged 0
		SP:Iteration 47F (37823.830000 sec): 3 clusters
  Score: Raw -259953.072141 + Penalty 2623.146025 = -257329.926115
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37823.910000 sec): 2 clusters
  Score: Raw -80848.480899 + Penalty 1136.812000 = -79711.668899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37824.090000 sec): 3 clusters
  Score: Raw -80498.877546 + Penalty 2273.624001 = -78225.253545
  nChanged 357
		SP:Iteration 1F (37824.260000 sec): 3 clusters
  Score: Raw -80899.862003 + Penalty 2273.624001 = -78626.238002
  nChanged 108
		SP:Iteration 2F (37824.440000 sec): 3 clusters
  Score: Raw -81070.673723 + Penalty 2273.624001 = -78797.049722
  nChanged 75
		SP:Iteration 3F (37824.610000 sec): 3 clusters
  Score: Raw -81178.293382 + Penalty 2273.624001 = -78904.669381
  nChanged 49
		SP:Iteration 4Q (37824.790000 sec): 3 clusters
  Score: Raw -81285.135825 + Penalty 2273.624001 = -79011.511824
  nChanged 47
		SP:Iteration 5Q (37824.970000 sec): 3 clusters
  Score: Raw -81424.935891 + Penalty 2273.624001 = -79151.311890
  nChanged 51
		SP:Iteration 6Q (37825.150000 sec): 3 clusters
  Score: Raw -81570.599088 + Penalty 2273.624001 = -79296.975087
  nChanged 37
		SP:Iteration 7Q (37825.310000 sec): 3 clusters
  Score: Raw -81648.481566 + Penalty 2273.624001 = -79374.857565
  nChanged 21
		SP:Iteration 8Q (37825.490000 sec): 3 clusters
  Score: Raw -81685.242204 + Penalty 2273.624001 = -79411.618203
  nChanged 12
		SP:Iteration 9Q (37825.670000 sec): 3 clusters
  Score: Raw -81703.758795 + Penalty 2273.624001 = -79430.134794
  nChanged 8
		SP:Iteration 10Q (37825.840000 sec): 3 clusters
  Score: Raw -81721.190539 + Penalty 2273.624001 = -79447.566539
  nChanged 6
		SP:Iteration 11Q (37826.020000 sec): 3 clusters
  Score: Raw -81729.645286 + Penalty 2273.624001 = -79456.021285
  nChanged 4
		SP:Iteration 12Q (37826.190000 sec): 3 clusters
  Score: Raw -81734.371374 + Penalty 2273.624001 = -79460.747373
  nChanged 3
		SP:Iteration 13Q (37826.370000 sec): 3 clusters
  Score: Raw -81736.717156 + Penalty 2273.624001 = -79463.093155
  nChanged 1
		SP:Iteration 14Q (37826.550000 sec): 3 clusters
  Score: Raw -81737.648541 + Penalty 2273.624001 = -79464.024540
  nChanged 1
		SP:Iteration 15Q (37826.720000 sec): 3 clusters
  Score: Raw -81740.068353 + Penalty 2273.624001 = -79466.444352
  nChanged 1
		SP:Iteration 16Q (37826.900000 sec): 3 clusters
  Score: Raw -81740.996920 + Penalty 2273.624001 = -79467.372920
  nChanged 0
		SP:Iteration 17F (37827.070000 sec): 3 clusters
  Score: Raw -81740.996920 + Penalty 2273.624001 = -79467.372920
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (6121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37827.190000 sec): 2 clusters
  Score: Raw -541653.095194 + Penalty 1416.915624 = -540236.179570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37827.370000 sec): 3 clusters
  Score: Raw -538466.732130 + Penalty 2833.831247 = -535632.900882
  nChanged 2528
		SP:Iteration 1F (37827.510000 sec): 3 clusters
  Score: Raw -540107.239237 + Penalty 2833.831247 = -537273.407990
  nChanged 552
		SP:Iteration 2F (37827.610000 sec): 3 clusters
  Score: Raw -540500.804349 + Penalty 2833.831247 = -537666.973101
  nChanged 404
		SP:Iteration 3F (37827.700000 sec): 3 clusters
  Score: Raw -540790.842837 + Penalty 2833.831247 = -537957.011590
  nChanged 353
		SP:Iteration 4F (37827.810000 sec): 3 clusters
  Score: Raw -541070.844734 + Penalty 2833.831247 = -538237.013487
  nChanged 317
		SP:Iteration 5F (37827.910000 sec): 3 clusters
  Score: Raw -541314.975252 + Penalty 2833.831247 = -538481.144004
  nChanged 290
		SP:Iteration 6Q (37828.000000 sec): 3 clusters
  Score: Raw -541523.328474 + Penalty 2833.831247 = -538689.497227
  nChanged 231
		SP:Iteration 7Q (37828.100000 sec): 3 clusters
  Score: Raw -541680.841754 + Penalty 2833.831247 = -538847.010507
  nChanged 211
		SP:Iteration 8Q (37828.200000 sec): 3 clusters
  Score: Raw -541800.921975 + Penalty 2833.831247 = -538967.090728
  nChanged 165
		SP:Iteration 9Q (37828.410000 sec): 3 clusters
  Score: Raw -541888.542648 + Penalty 2833.831247 = -539054.711401
  nChanged 132
		SP:Iteration 10Q (37828.570000 sec): 3 clusters
  Score: Raw -541940.184834 + Penalty 2833.831247 = -539106.353587
  nChanged 92
		SP:Iteration 11Q (37828.730000 sec): 3 clusters
  Score: Raw -541970.146172 + Penalty 2833.831247 = -539136.314925
  nChanged 73
		SP:Iteration 12Q (37828.900000 sec): 3 clusters
  Score: Raw -541994.897708 + Penalty 2833.831247 = -539161.066461
  nChanged 58
		SP:Iteration 13Q (37829.110000 sec): 3 clusters
  Score: Raw -542009.821460 + Penalty 2833.831247 = -539175.990213
  nChanged 46
		SP:Iteration 14Q (37829.280000 sec): 3 clusters
  Score: Raw -542020.724325 + Penalty 2833.831247 = -539186.893078
  nChanged 27
		SP:Iteration 15Q (37829.440000 sec): 3 clusters
  Score: Raw -542028.873446 + Penalty 2833.831247 = -539195.042198
  nChanged 27
		SP:Iteration 16Q (37829.610000 sec): 3 clusters
  Score: Raw -542035.980387 + Penalty 2833.831247 = -539202.149139
  nChanged 22
		SP:Iteration 17Q (37829.770000 sec): 3 clusters
  Score: Raw -542041.006068 + Penalty 2833.831247 = -539207.174821
  nChanged 21
		SP:Iteration 18Q (37829.940000 sec): 3 clusters
  Score: Raw -542046.674197 + Penalty 2833.831247 = -539212.842950
  nChanged 20
		SP:Iteration 19Q (37830.110000 sec): 3 clusters
  Score: Raw -542051.853125 + Penalty 2833.831247 = -539218.021877
  nChanged 14
		SP:Iteration 20F (37830.270000 sec): 3 clusters
  Score: Raw -542055.885571 + Penalty 2833.831247 = -539222.054324
  nChanged 13
		SP:Iteration 21Q (37830.440000 sec): 3 clusters
  Score: Raw -542057.862019 + Penalty 2833.831247 = -539224.030771
  nChanged 7
		SP:Iteration 22Q (37830.600000 sec): 3 clusters
  Score: Raw -542059.975967 + Penalty 2833.831247 = -539226.144720
  nChanged 14
		SP:Iteration 23Q (37830.770000 sec): 3 clusters
  Score: Raw -542062.007749 + Penalty 2833.831247 = -539228.176502
  nChanged 6
		SP:Iteration 24Q (37830.960000 sec): 3 clusters
  Score: Raw -542062.873723 + Penalty 2833.831247 = -539229.042476
  nChanged 4
		SP:Iteration 25Q (37831.150000 sec): 3 clusters
  Score: Raw -542063.345227 + Penalty 2833.831247 = -539229.513980
  nChanged 4
		SP:Iteration 26Q (37831.360000 sec): 3 clusters
  Score: Raw -542063.937320 + Penalty 2833.831247 = -539230.106072
  nChanged 3
		SP:Iteration 27Q (37831.430000 sec): 3 clusters
  Score: Raw -542064.404035 + Penalty 2833.831247 = -539230.572788
  nChanged 2
		SP:Iteration 28Q (37831.540000 sec): 3 clusters
  Score: Raw -542064.913097 + Penalty 2833.831247 = -539231.081850
  nChanged 2
		SP:Iteration 29Q (37831.660000 sec): 3 clusters
  Score: Raw -542065.576330 + Penalty 2833.831247 = -539231.745082
  nChanged 3
		SP:Iteration 30Q (37831.770000 sec): 3 clusters
  Score: Raw -542066.253026 + Penalty 2833.831247 = -539232.421779
  nChanged 3
		SP:Iteration 31Q (37831.870000 sec): 3 clusters
  Score: Raw -542066.585947 + Penalty 2833.831247 = -539232.754699
  nChanged 4
		SP:Iteration 32Q (37831.970000 sec): 3 clusters
  Score: Raw -542067.194026 + Penalty 2833.831247 = -539233.362779
  nChanged 3
		SP:Iteration 33Q (37832.080000 sec): 3 clusters
  Score: Raw -542067.745536 + Penalty 2833.831247 = -539233.914289
  nChanged 0
		SP:Iteration 34F (37832.170000 sec): 3 clusters
  Score: Raw -542067.745536 + Penalty 2833.831247 = -539233.914289
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (2693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37832.240000 sec): 2 clusters
  Score: Raw -180184.322681 + Penalty 1283.491803 = -178900.830879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37832.290000 sec): 3 clusters
  Score: Raw -178931.625497 + Penalty 2566.983605 = -176364.641891
  nChanged 1018
		SP:Iteration 1F (37832.340000 sec): 3 clusters
  Score: Raw -179660.569588 + Penalty 2566.983605 = -177093.585983
  nChanged 258
		SP:Iteration 2F (37832.390000 sec): 3 clusters
  Score: Raw -179945.089835 + Penalty 2566.983605 = -177378.106230
  nChanged 196
		SP:Iteration 3F (37832.440000 sec): 3 clusters
  Score: Raw -180128.551129 + Penalty 2566.983605 = -177561.567523
  nChanged 143
		SP:Iteration 4F (37832.490000 sec): 3 clusters
  Score: Raw -180305.875378 + Penalty 2566.983605 = -177738.891773
  nChanged 155
		SP:Iteration 5F (37832.540000 sec): 3 clusters
  Score: Raw -180486.170798 + Penalty 2566.983605 = -177919.187193
  nChanged 138
		SP:Iteration 6F (37832.590000 sec): 3 clusters
  Score: Raw -180619.361158 + Penalty 2566.983605 = -178052.377553
  nChanged 104
		SP:Iteration 7Q (37832.650000 sec): 3 clusters
  Score: Raw -180709.906317 + Penalty 2566.983605 = -178142.922712
  nChanged 81
		SP:Iteration 8Q (37832.690000 sec): 3 clusters
  Score: Raw -180774.023549 + Penalty 2566.983605 = -178207.039944
  nChanged 68
		SP:Iteration 9Q (37832.750000 sec): 3 clusters
  Score: Raw -180809.583789 + Penalty 2566.983605 = -178242.600184
  nChanged 43
		SP:Iteration 10Q (37832.800000 sec): 3 clusters
  Score: Raw -180835.744701 + Penalty 2566.983605 = -178268.761096
  nChanged 41
		SP:Iteration 11Q (37832.850000 sec): 3 clusters
  Score: Raw -180857.194214 + Penalty 2566.983605 = -178290.210609
  nChanged 29
		SP:Iteration 12Q (37832.900000 sec): 3 clusters
  Score: Raw -180876.449810 + Penalty 2566.983605 = -178309.466205
  nChanged 31
		SP:Iteration 13Q (37832.950000 sec): 3 clusters
  Score: Raw -180892.667806 + Penalty 2566.983605 = -178325.684200
  nChanged 26
		SP:Iteration 14Q (37833.000000 sec): 3 clusters
  Score: Raw -180902.614554 + Penalty 2566.983605 = -178335.630949
  nChanged 17
		SP:Iteration 15Q (37833.050000 sec): 3 clusters
  Score: Raw -180907.968029 + Penalty 2566.983605 = -178340.984423
  nChanged 11
		SP:Iteration 16Q (37833.100000 sec): 3 clusters
  Score: Raw -180912.417357 + Penalty 2566.983605 = -178345.433752
  nChanged 8
		SP:Iteration 17Q (37833.150000 sec): 3 clusters
  Score: Raw -180914.775915 + Penalty 2566.983605 = -178347.792310
  nChanged 4
		SP:Iteration 18Q (37833.200000 sec): 3 clusters
  Score: Raw -180916.984146 + Penalty 2566.983605 = -178350.000541
  nChanged 6
		SP:Iteration 19Q (37833.250000 sec): 3 clusters
  Score: Raw -180919.842105 + Penalty 2566.983605 = -178352.858500
  nChanged 10
		SP:Iteration 20F (37833.430000 sec): 3 clusters
  Score: Raw -180926.641473 + Penalty 2566.983605 = -178359.657868
  nChanged 17
		SP:Iteration 21Q (37833.610000 sec): 3 clusters
  Score: Raw -180935.283452 + Penalty 2566.983605 = -178368.299846
  nChanged 15
		SP:Iteration 22Q (37833.780000 sec): 3 clusters
  Score: Raw -180942.463281 + Penalty 2566.983605 = -178375.479676
  nChanged 12
		SP:Iteration 23Q (37833.960000 sec): 3 clusters
  Score: Raw -180947.771638 + Penalty 2566.983605 = -178380.788032
  nChanged 10
		SP:Iteration 24Q (37834.130000 sec): 3 clusters
  Score: Raw -180953.346580 + Penalty 2566.983605 = -178386.362975
  nChanged 12
		SP:Iteration 25Q (37834.310000 sec): 3 clusters
  Score: Raw -180957.203560 + Penalty 2566.983605 = -178390.219955
  nChanged 6
		SP:Iteration 26Q (37834.490000 sec): 3 clusters
  Score: Raw -180958.771284 + Penalty 2566.983605 = -178391.787679
  nChanged 6
		SP:Iteration 27Q (37834.660000 sec): 3 clusters
  Score: Raw -180960.505845 + Penalty 2566.983605 = -178393.522240
  nChanged 6
		SP:Iteration 28Q (37834.840000 sec): 3 clusters
  Score: Raw -180962.996439 + Penalty 2566.983605 = -178396.012834
  nChanged 8
		SP:Iteration 29Q (37835.010000 sec): 3 clusters
  Score: Raw -180966.753591 + Penalty 2566.983605 = -178399.769986
  nChanged 7
		SP:Iteration 30Q (37835.190000 sec): 3 clusters
  Score: Raw -180968.519755 + Penalty 2566.983605 = -178401.536150
  nChanged 2
		SP:Iteration 31Q (37835.360000 sec): 3 clusters
  Score: Raw -180969.209806 + Penalty 2566.983605 = -178402.226200
  nChanged 0
		SP:Iteration 32F (37835.540000 sec): 3 clusters
  Score: Raw -180969.209806 + Penalty 2566.983605 = -178402.226200
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (2556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37835.620000 sec): 2 clusters
  Score: Raw -211501.360995 + Penalty 1275.007308 = -210226.353688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37835.800000 sec): 3 clusters
  Score: Raw -210325.432109 + Penalty 2550.014615 = -207775.417494
  nChanged 939
		SP:Iteration 1F (37835.970000 sec): 3 clusters
  Score: Raw -210934.148805 + Penalty 2550.014615 = -208384.134190
  nChanged 240
		SP:Iteration 2F (37836.150000 sec): 3 clusters
  Score: Raw -211110.719160 + Penalty 2550.014615 = -208560.704545
  nChanged 152
		SP:Iteration 3F (37836.320000 sec): 3 clusters
  Score: Raw -211213.522454 + Penalty 2550.014615 = -208663.507839
  nChanged 101
		SP:Iteration 4Q (37836.500000 sec): 3 clusters
  Score: Raw -211294.969673 + Penalty 2550.014615 = -208744.955058
  nChanged 104
		SP:Iteration 5Q (37836.670000 sec): 3 clusters
  Score: Raw -211360.604853 + Penalty 2550.014615 = -208810.590238
  nChanged 83
		SP:Iteration 6Q (37836.850000 sec): 3 clusters
  Score: Raw -211408.324226 + Penalty 2550.014615 = -208858.309611
  nChanged 76
		SP:Iteration 7Q (37837.030000 sec): 3 clusters
  Score: Raw -211448.909644 + Penalty 2550.014615 = -208898.895029
  nChanged 57
		SP:Iteration 8Q (37837.200000 sec): 3 clusters
  Score: Raw -211484.513901 + Penalty 2550.014615 = -208934.499286
  nChanged 60
		SP:Iteration 9Q (37837.380000 sec): 3 clusters
  Score: Raw -211528.022798 + Penalty 2550.014615 = -208978.008183
  nChanged 56
		SP:Iteration 10Q (37837.550000 sec): 3 clusters
  Score: Raw -211562.280990 + Penalty 2550.014615 = -209012.266375
  nChanged 57
		SP:Iteration 11Q (37837.730000 sec): 3 clusters
  Score: Raw -211590.450765 + Penalty 2550.014615 = -209040.436150
  nChanged 37
		SP:Iteration 12Q (37837.910000 sec): 3 clusters
  Score: Raw -211614.655114 + Penalty 2550.014615 = -209064.640499
  nChanged 37
		SP:Iteration 13Q (37838.080000 sec): 3 clusters
  Score: Raw -211638.354827 + Penalty 2550.014615 = -209088.340212
  nChanged 31
		SP:Iteration 14Q (37838.260000 sec): 3 clusters
  Score: Raw -211658.212330 + Penalty 2550.014615 = -209108.197715
  nChanged 38
		SP:Iteration 15Q (37838.430000 sec): 3 clusters
  Score: Raw -211685.935420 + Penalty 2550.014615 = -209135.920805
  nChanged 41
		SP:Iteration 16Q (37838.610000 sec): 3 clusters
  Score: Raw -211711.421722 + Penalty 2550.014615 = -209161.407107
  nChanged 36
		SP:Iteration 17Q (37838.790000 sec): 3 clusters
  Score: Raw -211733.456066 + Penalty 2550.014615 = -209183.441451
  nChanged 32
		SP:Iteration 18Q (37838.960000 sec): 3 clusters
  Score: Raw -211756.244874 + Penalty 2550.014615 = -209206.230259
  nChanged 30
		SP:Iteration 19Q (37839.140000 sec): 3 clusters
  Score: Raw -211769.718472 + Penalty 2550.014615 = -209219.703857
  nChanged 20
		SP:Iteration 20F (37839.310000 sec): 3 clusters
  Score: Raw -211777.456719 + Penalty 2550.014615 = -209227.442104
  nChanged 17
		SP:Iteration 21Q (37839.490000 sec): 3 clusters
  Score: Raw -211785.866538 + Penalty 2550.014615 = -209235.851923
  nChanged 11
		SP:Iteration 22Q (37839.670000 sec): 3 clusters
  Score: Raw -211789.316522 + Penalty 2550.014615 = -209239.301907
  nChanged 8
		SP:Iteration 23Q (37839.840000 sec): 3 clusters
  Score: Raw -211791.741140 + Penalty 2550.014615 = -209241.726525
  nChanged 6
		SP:Iteration 24Q (37840.020000 sec): 3 clusters
  Score: Raw -211793.750592 + Penalty 2550.014615 = -209243.735977
  nChanged 7
		SP:Iteration 25Q (37840.190000 sec): 3 clusters
  Score: Raw -211796.284476 + Penalty 2550.014615 = -209246.269861
  nChanged 5
		SP:Iteration 26Q (37840.370000 sec): 3 clusters
  Score: Raw -211797.413699 + Penalty 2550.014615 = -209247.399084
  nChanged 2
		SP:Iteration 27Q (37840.550000 sec): 3 clusters
  Score: Raw -211798.552869 + Penalty 2550.014615 = -209248.538254
  nChanged 5
		SP:Iteration 28Q (37840.720000 sec): 3 clusters
  Score: Raw -211800.744762 + Penalty 2550.014615 = -209250.730147
  nChanged 2
		SP:Iteration 29Q (37840.900000 sec): 3 clusters
  Score: Raw -211801.440349 + Penalty 2550.014615 = -209251.425734
  nChanged 3
		SP:Iteration 30Q (37841.070000 sec): 3 clusters
  Score: Raw -211803.081147 + Penalty 2550.014615 = -209253.066532
  nChanged 2
		SP:Iteration 31Q (37841.250000 sec): 3 clusters
  Score: Raw -211804.283191 + Penalty 2550.014615 = -209254.268576
  nChanged 5
		SP:Iteration 32Q (37841.430000 sec): 3 clusters
  Score: Raw -211807.787967 + Penalty 2550.014615 = -209257.773352
  nChanged 5
		SP:Iteration 33Q (37841.600000 sec): 3 clusters
  Score: Raw -211810.544026 + Penalty 2550.014615 = -209260.529411
  nChanged 4
		SP:Iteration 34Q (37841.780000 sec): 3 clusters
  Score: Raw -211812.212832 + Penalty 2550.014615 = -209262.198216
  nChanged 4
		SP:Iteration 35Q (37841.950000 sec): 3 clusters
  Score: Raw -211813.486426 + Penalty 2550.014615 = -209263.471811
  nChanged 3
		SP:Iteration 36Q (37842.130000 sec): 3 clusters
  Score: Raw -211815.336552 + Penalty 2550.014615 = -209265.321937
  nChanged 4
		SP:Iteration 37Q (37842.310000 sec): 3 clusters
  Score: Raw -211817.457659 + Penalty 2550.014615 = -209267.443044
  nChanged 1
		SP:Iteration 38Q (37842.480000 sec): 3 clusters
  Score: Raw -211817.839163 + Penalty 2550.014615 = -209267.824548
  nChanged 0
		SP:Iteration 39F (37842.650000 sec): 3 clusters
  Score: Raw -211817.839163 + Penalty 2550.014615 = -209267.824548
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (6249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37842.770000 sec): 2 clusters
  Score: Raw -534259.174229 + Penalty 1420.278719 = -532838.895510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37842.940000 sec): 3 clusters
  Score: Raw -530923.300425 + Penalty 2840.557437 = -528082.742988
  nChanged 2516
		SP:Iteration 1F (37843.110000 sec): 3 clusters
  Score: Raw -532430.827199 + Penalty 2840.557437 = -529590.269762
  nChanged 501
		SP:Iteration 2F (37843.270000 sec): 3 clusters
  Score: Raw -532737.867400 + Penalty 2840.557437 = -529897.309962
  nChanged 395
		SP:Iteration 3F (37843.440000 sec): 3 clusters
  Score: Raw -532957.368424 + Penalty 2840.557437 = -530116.810987
  nChanged 308
		SP:Iteration 4Q (37843.600000 sec): 3 clusters
  Score: Raw -533123.811433 + Penalty 2840.557437 = -530283.253996
  nChanged 277
		SP:Iteration 5Q (37843.770000 sec): 3 clusters
  Score: Raw -533283.394258 + Penalty 2840.557437 = -530442.836821
  nChanged 236
		SP:Iteration 6Q (37843.930000 sec): 3 clusters
  Score: Raw -533415.203783 + Penalty 2840.557437 = -530574.646346
  nChanged 237
		SP:Iteration 7Q (37844.100000 sec): 3 clusters
  Score: Raw -533532.624070 + Penalty 2840.557437 = -530692.066633
  nChanged 182
		SP:Iteration 8Q (37844.260000 sec): 3 clusters
  Score: Raw -533633.943282 + Penalty 2840.557437 = -530793.385845
  nChanged 183
		SP:Iteration 9Q (37844.430000 sec): 3 clusters
  Score: Raw -533739.216091 + Penalty 2840.557437 = -530898.658654
  nChanged 183
		SP:Iteration 10Q (37844.590000 sec): 3 clusters
  Score: Raw -533860.898375 + Penalty 2840.557437 = -531020.340938
  nChanged 213
		SP:Iteration 11Q (37844.760000 sec): 3 clusters
  Score: Raw -534020.691241 + Penalty 2840.557437 = -531180.133804
  nChanged 248
		SP:Iteration 12Q (37844.920000 sec): 3 clusters
  Score: Raw -534189.061269 + Penalty 2840.557437 = -531348.503832
  nChanged 221
		SP:Iteration 13Q (37845.130000 sec): 3 clusters
  Score: Raw -534317.478079 + Penalty 2840.557437 = -531476.920642
  nChanged 174
		SP:Iteration 14Q (37845.300000 sec): 3 clusters
  Score: Raw -534416.215502 + Penalty 2840.557437 = -531575.658065
  nChanged 144
		SP:Iteration 15Q (37845.500000 sec): 3 clusters
  Score: Raw -534489.946536 + Penalty 2840.557437 = -531649.389098
  nChanged 133
		SP:Iteration 16Q (37845.670000 sec): 3 clusters
  Score: Raw -534555.484325 + Penalty 2840.557437 = -531714.926888
  nChanged 110
		SP:Iteration 17Q (37845.830000 sec): 3 clusters
  Score: Raw -534599.868746 + Penalty 2840.557437 = -531759.311308
  nChanged 84
		SP:Iteration 18Q (37846.000000 sec): 3 clusters
  Score: Raw -534637.111214 + Penalty 2840.557437 = -531796.553777
  nChanged 87
		SP:Iteration 19Q (37846.200000 sec): 3 clusters
  Score: Raw -534672.763258 + Penalty 2840.557437 = -531832.205821
  nChanged 61
		SP:Iteration 20F (37846.370000 sec): 3 clusters
  Score: Raw -534691.430649 + Penalty 2840.557437 = -531850.873211
  nChanged 53
		SP:Iteration 21Q (37846.530000 sec): 3 clusters
  Score: Raw -534708.537879 + Penalty 2840.557437 = -531867.980442
  nChanged 55
		SP:Iteration 22Q (37846.700000 sec): 3 clusters
  Score: Raw -534723.995335 + Penalty 2840.557437 = -531883.437897
  nChanged 35
		SP:Iteration 23Q (37846.860000 sec): 3 clusters
  Score: Raw -534733.454236 + Penalty 2840.557437 = -531892.896799
  nChanged 25
		SP:Iteration 24Q (37847.020000 sec): 3 clusters
  Score: Raw -534740.223156 + Penalty 2840.557437 = -531899.665719
  nChanged 25
		SP:Iteration 25Q (37847.190000 sec): 3 clusters
  Score: Raw -534745.007949 + Penalty 2840.557437 = -531904.450511
  nChanged 19
		SP:Iteration 26Q (37847.340000 sec): 3 clusters
  Score: Raw -534749.087075 + Penalty 2840.557437 = -531908.529638
  nChanged 23
		SP:Iteration 27Q (37847.440000 sec): 3 clusters
  Score: Raw -534755.317578 + Penalty 2840.557437 = -531914.760141
  nChanged 29
		SP:Iteration 28Q (37847.640000 sec): 3 clusters
  Score: Raw -534765.325504 + Penalty 2840.557437 = -531924.768067
  nChanged 33
		SP:Iteration 29Q (37847.770000 sec): 3 clusters
  Score: Raw -534773.457222 + Penalty 2840.557437 = -531932.899785
  nChanged 21
		SP:Iteration 30Q (37847.990000 sec): 3 clusters
  Score: Raw -534780.476632 + Penalty 2840.557437 = -531939.919195
  nChanged 28
		SP:Iteration 31Q (37848.200000 sec): 3 clusters
  Score: Raw -534788.030519 + Penalty 2840.557437 = -531947.473081
  nChanged 24
		SP:Iteration 32Q (37848.360000 sec): 3 clusters
  Score: Raw -534794.389614 + Penalty 2840.557437 = -531953.832177
  nChanged 25
		SP:Iteration 33Q (37848.530000 sec): 3 clusters
  Score: Raw -534800.063049 + Penalty 2840.557437 = -531959.505612
  nChanged 19
		SP:Iteration 34Q (37848.690000 sec): 3 clusters
  Score: Raw -534804.474161 + Penalty 2840.557437 = -531963.916724
  nChanged 17
		SP:Iteration 35Q (37848.860000 sec): 3 clusters
  Score: Raw -534809.778901 + Penalty 2840.557437 = -531969.221464
  nChanged 24
		SP:Iteration 36Q (37849.020000 sec): 3 clusters
  Score: Raw -534816.119323 + Penalty 2840.557437 = -531975.561885
  nChanged 17
		SP:Iteration 37Q (37849.180000 sec): 3 clusters
  Score: Raw -534819.460035 + Penalty 2840.557437 = -531978.902598
  nChanged 13
		SP:Iteration 38Q (37849.380000 sec): 3 clusters
  Score: Raw -534823.034224 + Penalty 2840.557437 = -531982.476787
  nChanged 17
		SP:Iteration 39Q (37849.470000 sec): 3 clusters
  Score: Raw -534827.761555 + Penalty 2840.557437 = -531987.204118
  nChanged 15
		SP:Iteration 40F (37849.570000 sec): 3 clusters
  Score: Raw -534832.479616 + Penalty 2840.557437 = -531991.922179
  nChanged 21
		SP:Iteration 41Q (37849.670000 sec): 3 clusters
  Score: Raw -534838.450628 + Penalty 2840.557437 = -531997.893191
  nChanged 22
		SP:Iteration 42Q (37849.770000 sec): 3 clusters
  Score: Raw -534843.706715 + Penalty 2840.557437 = -532003.149278
  nChanged 14
		SP:Iteration 43Q (37849.970000 sec): 3 clusters
  Score: Raw -534847.578202 + Penalty 2840.557437 = -532007.020765
  nChanged 14
		SP:Iteration 44Q (37850.130000 sec): 3 clusters
  Score: Raw -534851.433935 + Penalty 2840.557437 = -532010.876497
  nChanged 13
		SP:Iteration 45Q (37850.300000 sec): 3 clusters
  Score: Raw -534854.065681 + Penalty 2840.557437 = -532013.508244
  nChanged 10
		SP:Iteration 46Q (37850.470000 sec): 3 clusters
  Score: Raw -534855.836661 + Penalty 2840.557437 = -532015.279224
  nChanged 7
		SP:Iteration 47Q (37850.670000 sec): 3 clusters
  Score: Raw -534857.239310 + Penalty 2840.557437 = -532016.681873
  nChanged 11
		SP:Iteration 48Q (37850.840000 sec): 3 clusters
  Score: Raw -534859.605322 + Penalty 2840.557437 = -532019.047885
  nChanged 9
		SP:Iteration 49Q (37851.000000 sec): 3 clusters
  Score: Raw -534861.103788 + Penalty 2840.557437 = -532020.546351
  nChanged 5
		SP:Iteration 50Q (37851.170000 sec): 3 clusters
  Score: Raw -534862.079019 + Penalty 2840.557437 = -532021.521582
  nChanged 5
		SP:Iteration 51Q (37851.330000 sec): 3 clusters
  Score: Raw -534863.381213 + Penalty 2840.557437 = -532022.823776
  nChanged 10
		SP:Iteration 52Q (37851.500000 sec): 3 clusters
  Score: Raw -534865.119456 + Penalty 2840.557437 = -532024.562018
  nChanged 7
		SP:Iteration 53Q (37851.660000 sec): 3 clusters
  Score: Raw -534866.225551 + Penalty 2840.557437 = -532025.668113
  nChanged 5
		SP:Iteration 54Q (37851.830000 sec): 3 clusters
  Score: Raw -534866.947402 + Penalty 2840.557437 = -532026.389965
  nChanged 4
		SP:Iteration 55Q (37851.990000 sec): 3 clusters
  Score: Raw -534867.358449 + Penalty 2840.557437 = -532026.801012
  nChanged 2
		SP:Iteration 56Q (37852.150000 sec): 3 clusters
  Score: Raw -534867.726201 + Penalty 2840.557437 = -532027.168764
  nChanged 1
		SP:Iteration 57Q (37852.320000 sec): 3 clusters
  Score: Raw -534867.791265 + Penalty 2840.557437 = -532027.233828
  nChanged 0
		SP:Iteration 58F (37852.510000 sec): 3 clusters
  Score: Raw -534867.791265 + Penalty 2840.557437 = -532027.233828
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (7210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37852.630000 sec): 2 clusters
  Score: Raw -620774.231489 + Penalty 1443.523937 = -619330.707551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37852.840000 sec): 3 clusters
  Score: Raw -616822.312364 + Penalty 2887.047875 = -613935.264489
  nChanged 3009
		SP:Iteration 1F (37853.030000 sec): 3 clusters
  Score: Raw -618466.467790 + Penalty 2887.047875 = -615579.419915
  nChanged 489
		SP:Iteration 2F (37853.230000 sec): 3 clusters
  Score: Raw -618734.667332 + Penalty 2887.047875 = -615847.619458
  nChanged 427
		SP:Iteration 3F (37853.410000 sec): 3 clusters
  Score: Raw -619015.504660 + Penalty 2887.047875 = -616128.456785
  nChanged 418
		SP:Iteration 4F (37853.610000 sec): 3 clusters
  Score: Raw -619299.215076 + Penalty 2887.047875 = -616412.167201
  nChanged 379
		SP:Iteration 5F (37853.790000 sec): 3 clusters
  Score: Raw -619560.691587 + Penalty 2887.047875 = -616673.643712
  nChanged 384
		SP:Iteration 6F (37854.000000 sec): 3 clusters
  Score: Raw -619831.686171 + Penalty 2887.047875 = -616944.638296
  nChanged 353
		SP:Iteration 7Q (37854.210000 sec): 3 clusters
  Score: Raw -620072.506542 + Penalty 2887.047875 = -617185.458667
  nChanged 328
		SP:Iteration 8Q (37854.430000 sec): 3 clusters
  Score: Raw -620269.454769 + Penalty 2887.047875 = -617382.406894
  nChanged 306
		SP:Iteration 9Q (37854.630000 sec): 3 clusters
  Score: Raw -620450.252743 + Penalty 2887.047875 = -617563.204868
  nChanged 243
		SP:Iteration 10Q (37854.830000 sec): 3 clusters
  Score: Raw -620623.620434 + Penalty 2887.047875 = -617736.572559
  nChanged 280
		SP:Iteration 11Q (37855.030000 sec): 3 clusters
  Score: Raw -620815.538463 + Penalty 2887.047875 = -617928.490588
  nChanged 255
		SP:Iteration 12Q (37855.230000 sec): 3 clusters
  Score: Raw -621003.629643 + Penalty 2887.047875 = -618116.581768
  nChanged 242
		SP:Iteration 13Q (37855.430000 sec): 3 clusters
  Score: Raw -621175.929453 + Penalty 2887.047875 = -618288.881578
  nChanged 213
		SP:Iteration 14Q (37855.630000 sec): 3 clusters
  Score: Raw -621332.521842 + Penalty 2887.047875 = -618445.473967
  nChanged 182
		SP:Iteration 15Q (37855.830000 sec): 3 clusters
  Score: Raw -621449.482368 + Penalty 2887.047875 = -618562.434493
  nChanged 163
		SP:Iteration 16Q (37856.030000 sec): 3 clusters
  Score: Raw -621539.905401 + Penalty 2887.047875 = -618652.857526
  nChanged 113
		SP:Iteration 17Q (37856.230000 sec): 3 clusters
  Score: Raw -621593.873211 + Penalty 2887.047875 = -618706.825336
  nChanged 85
		SP:Iteration 18Q (37856.430000 sec): 3 clusters
  Score: Raw -621622.652483 + Penalty 2887.047875 = -618735.604608
  nChanged 62
		SP:Iteration 19Q (37856.630000 sec): 3 clusters
  Score: Raw -621640.308492 + Penalty 2887.047875 = -618753.260618
  nChanged 41
		SP:Iteration 20F (37856.830000 sec): 3 clusters
  Score: Raw -621649.446383 + Penalty 2887.047875 = -618762.398508
  nChanged 37
		SP:Iteration 21Q (37857.030000 sec): 3 clusters
  Score: Raw -621658.547903 + Penalty 2887.047875 = -618771.500029
  nChanged 32
		SP:Iteration 22Q (37857.230000 sec): 3 clusters
  Score: Raw -621665.327171 + Penalty 2887.047875 = -618778.279296
  nChanged 32
		SP:Iteration 23Q (37857.430000 sec): 3 clusters
  Score: Raw -621673.059000 + Penalty 2887.047875 = -618786.011125
  nChanged 32
		SP:Iteration 24Q (37857.630000 sec): 3 clusters
  Score: Raw -621680.872436 + Penalty 2887.047875 = -618793.824561
  nChanged 28
		SP:Iteration 25Q (37857.830000 sec): 3 clusters
  Score: Raw -621686.700780 + Penalty 2887.047875 = -618799.652905
  nChanged 24
		SP:Iteration 26Q (37858.040000 sec): 3 clusters
  Score: Raw -621692.292060 + Penalty 2887.047875 = -618805.244185
  nChanged 26
		SP:Iteration 27Q (37858.240000 sec): 3 clusters
  Score: Raw -621698.946482 + Penalty 2887.047875 = -618811.898607
  nChanged 25
		SP:Iteration 28Q (37858.440000 sec): 3 clusters
  Score: Raw -621704.895525 + Penalty 2887.047875 = -618817.847650
  nChanged 34
		SP:Iteration 29Q (37858.640000 sec): 3 clusters
  Score: Raw -621717.879988 + Penalty 2887.047875 = -618830.832113
  nChanged 61
		SP:Iteration 30Q (37858.840000 sec): 3 clusters
  Score: Raw -621747.355748 + Penalty 2887.047875 = -618860.307874
  nChanged 74
		SP:Iteration 31Q (37859.050000 sec): 3 clusters
  Score: Raw -621784.463289 + Penalty 2887.047875 = -618897.415414
  nChanged 71
		SP:Iteration 32Q (37859.250000 sec): 3 clusters
  Score: Raw -621825.014998 + Penalty 2887.047875 = -618937.967123
  nChanged 88
		SP:Iteration 33Q (37859.450000 sec): 3 clusters
  Score: Raw -621882.188404 + Penalty 2887.047875 = -618995.140529
  nChanged 89
		SP:Iteration 34Q (37859.650000 sec): 3 clusters
  Score: Raw -621937.027351 + Penalty 2887.047875 = -619049.979476
  nChanged 94
		SP:Iteration 35Q (37859.850000 sec): 3 clusters
  Score: Raw -621986.525090 + Penalty 2887.047875 = -619099.477215
  nChanged 62
		SP:Iteration 36Q (37860.050000 sec): 3 clusters
  Score: Raw -622014.115132 + Penalty 2887.047875 = -619127.067258
  nChanged 43
		SP:Iteration 37Q (37860.290000 sec): 3 clusters
  Score: Raw -622024.265849 + Penalty 2887.047875 = -619137.217975
  nChanged 25
		SP:Iteration 38Q (37860.400000 sec): 3 clusters
  Score: Raw -622031.262838 + Penalty 2887.047875 = -619144.214963
  nChanged 27
		SP:Iteration 39Q (37860.620000 sec): 3 clusters
  Score: Raw -622038.924393 + Penalty 2887.047875 = -619151.876518
  nChanged 26
		SP:Iteration 40F (37860.820000 sec): 3 clusters
  Score: Raw -622045.439560 + Penalty 2887.047875 = -619158.391686
  nChanged 22
		SP:Iteration 41Q (37861.020000 sec): 3 clusters
  Score: Raw -622051.647984 + Penalty 2887.047875 = -619164.600109
  nChanged 21
		SP:Iteration 42Q (37861.220000 sec): 3 clusters
  Score: Raw -622056.206076 + Penalty 2887.047875 = -619169.158201
  nChanged 13
		SP:Iteration 43Q (37861.410000 sec): 3 clusters
  Score: Raw -622058.267812 + Penalty 2887.047875 = -619171.219937
  nChanged 7
		SP:Iteration 44Q (37861.660000 sec): 3 clusters
  Score: Raw -622059.721244 + Penalty 2887.047875 = -619172.673369
  nChanged 7
		SP:Iteration 45Q (37861.820000 sec): 3 clusters
  Score: Raw -622061.124106 + Penalty 2887.047875 = -619174.076231
  nChanged 6
		SP:Iteration 46Q (37862.070000 sec): 3 clusters
  Score: Raw -622062.381740 + Penalty 2887.047875 = -619175.333865
  nChanged 5
		SP:Iteration 47Q (37862.230000 sec): 3 clusters
  Score: Raw -622063.240663 + Penalty 2887.047875 = -619176.192788
  nChanged 5
		SP:Iteration 48Q (37862.430000 sec): 3 clusters
  Score: Raw -622063.667705 + Penalty 2887.047875 = -619176.619830
  nChanged 2
		SP:Iteration 49Q (37862.630000 sec): 3 clusters
  Score: Raw -622063.907445 + Penalty 2887.047875 = -619176.859570
  nChanged 2
		SP:Iteration 50Q (37862.840000 sec): 3 clusters
  Score: Raw -622064.100717 + Penalty 2887.047875 = -619177.052842
  nChanged 1
		SP:Iteration 51Q (37863.040000 sec): 3 clusters
  Score: Raw -622064.279716 + Penalty 2887.047875 = -619177.231842
  nChanged 0
		SP:Iteration 52F (37863.250000 sec): 3 clusters
  Score: Raw -622064.279716 + Penalty 2887.047875 = -619177.231842
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (4461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37863.330000 sec): 2 clusters
  Score: Raw -397528.198013 + Penalty 1365.508338 = -396162.689675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37863.510000 sec): 3 clusters
  Score: Raw -395262.073094 + Penalty 2731.016676 = -392531.056418
  nChanged 1828
		SP:Iteration 1F (37863.690000 sec): 3 clusters
  Score: Raw -396361.096496 + Penalty 2731.016676 = -393630.079820
  nChanged 379
		SP:Iteration 2F (37863.860000 sec): 3 clusters
  Score: Raw -396682.818698 + Penalty 2731.016676 = -393951.802022
  nChanged 348
		SP:Iteration 3F (37864.040000 sec): 3 clusters
  Score: Raw -397034.773032 + Penalty 2731.016676 = -394303.756356
  nChanged 306
		SP:Iteration 4F (37864.210000 sec): 3 clusters
  Score: Raw -397386.704865 + Penalty 2731.016676 = -394655.688189
  nChanged 280
		SP:Iteration 5F (37864.390000 sec): 3 clusters
  Score: Raw -397685.644064 + Penalty 2731.016676 = -394954.627388
  nChanged 226
		SP:Iteration 6F (37864.570000 sec): 3 clusters
  Score: Raw -397890.378185 + Penalty 2731.016676 = -395159.361508
  nChanged 182
		SP:Iteration 7Q (37864.740000 sec): 3 clusters
  Score: Raw -398024.368687 + Penalty 2731.016676 = -395293.352011
  nChanged 140
		SP:Iteration 8Q (37864.920000 sec): 3 clusters
  Score: Raw -398116.568043 + Penalty 2731.016676 = -395385.551367
  nChanged 103
		SP:Iteration 9Q (37865.090000 sec): 3 clusters
  Score: Raw -398168.821935 + Penalty 2731.016676 = -395437.805259
  nChanged 71
		SP:Iteration 10Q (37865.270000 sec): 3 clusters
  Score: Raw -398198.440333 + Penalty 2731.016676 = -395467.423657
  nChanged 54
		SP:Iteration 11Q (37865.450000 sec): 3 clusters
  Score: Raw -398220.761069 + Penalty 2731.016676 = -395489.744393
  nChanged 44
		SP:Iteration 12Q (37865.620000 sec): 3 clusters
  Score: Raw -398237.311569 + Penalty 2731.016676 = -395506.294892
  nChanged 30
		SP:Iteration 13Q (37865.790000 sec): 3 clusters
  Score: Raw -398247.665265 + Penalty 2731.016676 = -395516.648588
  nChanged 26
		SP:Iteration 14Q (37865.970000 sec): 3 clusters
  Score: Raw -398256.589087 + Penalty 2731.016676 = -395525.572411
  nChanged 21
		SP:Iteration 15Q (37866.150000 sec): 3 clusters
  Score: Raw -398263.002581 + Penalty 2731.016676 = -395531.985905
  nChanged 16
		SP:Iteration 16Q (37866.320000 sec): 3 clusters
  Score: Raw -398266.243447 + Penalty 2731.016676 = -395535.226771
  nChanged 9
		SP:Iteration 17Q (37866.500000 sec): 3 clusters
  Score: Raw -398267.611586 + Penalty 2731.016676 = -395536.594909
  nChanged 10
		SP:Iteration 18Q (37866.670000 sec): 3 clusters
  Score: Raw -398270.214374 + Penalty 2731.016676 = -395539.197698
  nChanged 8
		SP:Iteration 19Q (37866.850000 sec): 3 clusters
  Score: Raw -398271.863569 + Penalty 2731.016676 = -395540.846892
  nChanged 2
		SP:Iteration 20F (37867.030000 sec): 3 clusters
  Score: Raw -398272.175316 + Penalty 2731.016676 = -395541.158640
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (4639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37867.130000 sec): 2 clusters
  Score: Raw -396269.149341 + Penalty 1371.866292 = -394897.283049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37867.300000 sec): 3 clusters
  Score: Raw -393986.231337 + Penalty 2743.732584 = -391242.498753
  nChanged 1840
		SP:Iteration 1F (37867.480000 sec): 3 clusters
  Score: Raw -395357.025147 + Penalty 2743.732584 = -392613.292563
  nChanged 463
		SP:Iteration 2F (37867.650000 sec): 3 clusters
  Score: Raw -395867.497145 + Penalty 2743.732584 = -393123.764561
  nChanged 394
		SP:Iteration 3F (37867.830000 sec): 3 clusters
  Score: Raw -396256.730336 + Penalty 2743.732584 = -393512.997752
  nChanged 289
		SP:Iteration 4F (37868.000000 sec): 3 clusters
  Score: Raw -396497.495146 + Penalty 2743.732584 = -393753.762561
  nChanged 227
		SP:Iteration 5Q (37868.130000 sec): 3 clusters
  Score: Raw -396665.096756 + Penalty 2743.732584 = -393921.364172
  nChanged 180
		SP:Iteration 6Q (37868.220000 sec): 3 clusters
  Score: Raw -396807.239775 + Penalty 2743.732584 = -394063.507191
  nChanged 161
		SP:Iteration 7Q (37868.390000 sec): 3 clusters
  Score: Raw -396911.119678 + Penalty 2743.732584 = -394167.387094
  nChanged 130
		SP:Iteration 8Q (37868.470000 sec): 3 clusters
  Score: Raw -397001.638359 + Penalty 2743.732584 = -394257.905775
  nChanged 122
		SP:Iteration 9Q (37868.550000 sec): 3 clusters
  Score: Raw -397076.791102 + Penalty 2743.732584 = -394333.058518
  nChanged 84
		SP:Iteration 10Q (37868.640000 sec): 3 clusters
  Score: Raw -397118.583235 + Penalty 2743.732584 = -394374.850651
  nChanged 78
		SP:Iteration 11Q (37868.730000 sec): 3 clusters
  Score: Raw -397155.615626 + Penalty 2743.732584 = -394411.883042
  nChanged 56
		SP:Iteration 12Q (37868.810000 sec): 3 clusters
  Score: Raw -397178.494044 + Penalty 2743.732584 = -394434.761460
  nChanged 41
		SP:Iteration 13Q (37868.900000 sec): 3 clusters
  Score: Raw -397197.442904 + Penalty 2743.732584 = -394453.710320
  nChanged 37
		SP:Iteration 14Q (37868.980000 sec): 3 clusters
  Score: Raw -397216.086821 + Penalty 2743.732584 = -394472.354236
  nChanged 41
		SP:Iteration 15Q (37869.070000 sec): 3 clusters
  Score: Raw -397230.613801 + Penalty 2743.732584 = -394486.881217
  nChanged 25
		SP:Iteration 16Q (37869.150000 sec): 3 clusters
  Score: Raw -397238.177380 + Penalty 2743.732584 = -394494.444795
  nChanged 17
		SP:Iteration 17Q (37869.240000 sec): 3 clusters
  Score: Raw -397246.452538 + Penalty 2743.732584 = -394502.719954
  nChanged 18
		SP:Iteration 18Q (37869.320000 sec): 3 clusters
  Score: Raw -397252.659148 + Penalty 2743.732584 = -394508.926564
  nChanged 11
		SP:Iteration 19Q (37869.510000 sec): 3 clusters
  Score: Raw -397255.779118 + Penalty 2743.732584 = -394512.046534
  nChanged 7
		SP:Iteration 20F (37869.690000 sec): 3 clusters
  Score: Raw -397257.727294 + Penalty 2743.732584 = -394513.994710
  nChanged 8
		SP:Iteration 21Q (37869.870000 sec): 3 clusters
  Score: Raw -397261.257910 + Penalty 2743.732584 = -394517.525326
  nChanged 7
		SP:Iteration 22Q (37870.040000 sec): 3 clusters
  Score: Raw -397263.305365 + Penalty 2743.732584 = -394519.572781
  nChanged 6
		SP:Iteration 23Q (37870.220000 sec): 3 clusters
  Score: Raw -397265.112115 + Penalty 2743.732584 = -394521.379531
  nChanged 5
		SP:Iteration 24Q (37870.390000 sec): 3 clusters
  Score: Raw -397266.576824 + Penalty 2743.732584 = -394522.844240
  nChanged 4
		SP:Iteration 25Q (37870.570000 sec): 3 clusters
  Score: Raw -397268.764374 + Penalty 2743.732584 = -394525.031790
  nChanged 7
		SP:Iteration 26Q (37870.740000 sec): 3 clusters
  Score: Raw -397269.914884 + Penalty 2743.732584 = -394526.182300
  nChanged 5
		SP:Iteration 27Q (37870.920000 sec): 3 clusters
  Score: Raw -397271.301415 + Penalty 2743.732584 = -394527.568831
  nChanged 1
		SP:Iteration 28Q (37871.090000 sec): 3 clusters
  Score: Raw -397271.420795 + Penalty 2743.732584 = -394527.688211
  nChanged 0
		SP:Iteration 29F (37871.270000 sec): 3 clusters
  Score: Raw -397271.420795 + Penalty 2743.732584 = -394527.688211
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (3653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37871.380000 sec): 2 clusters
  Score: Raw -267769.990529 + Penalty 1333.036904 = -266436.953624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37871.550000 sec): 3 clusters
  Score: Raw -265989.665035 + Penalty 2666.073809 = -263323.591227
  nChanged 1442
		SP:Iteration 1F (37871.730000 sec): 3 clusters
  Score: Raw -266833.960074 + Penalty 2666.073809 = -264167.886265
  nChanged 300
		SP:Iteration 2F (37871.910000 sec): 3 clusters
  Score: Raw -267074.212614 + Penalty 2666.073809 = -264408.138805
  nChanged 248
		SP:Iteration 3F (37872.080000 sec): 3 clusters
  Score: Raw -267300.891740 + Penalty 2666.073809 = -264634.817931
  nChanged 223
		SP:Iteration 4F (37872.260000 sec): 3 clusters
  Score: Raw -267511.964839 + Penalty 2666.073809 = -264845.891030
  nChanged 213
		SP:Iteration 5F (37872.430000 sec): 3 clusters
  Score: Raw -267763.614876 + Penalty 2666.073809 = -265097.541067
  nChanged 231
		SP:Iteration 6F (37872.610000 sec): 3 clusters
  Score: Raw -268029.795949 + Penalty 2666.073809 = -265363.722141
  nChanged 223
		SP:Iteration 7F (37872.790000 sec): 3 clusters
  Score: Raw -268294.785167 + Penalty 2666.073809 = -265628.711358
  nChanged 178
		SP:Iteration 8Q (37872.960000 sec): 3 clusters
  Score: Raw -268505.925893 + Penalty 2666.073809 = -265839.852084
  nChanged 152
		SP:Iteration 9Q (37873.140000 sec): 3 clusters
  Score: Raw -268644.490223 + Penalty 2666.073809 = -265978.416414
  nChanged 107
		SP:Iteration 10Q (37873.310000 sec): 3 clusters
  Score: Raw -268723.722779 + Penalty 2666.073809 = -266057.648971
  nChanged 87
		SP:Iteration 11Q (37873.490000 sec): 3 clusters
  Score: Raw -268783.947451 + Penalty 2666.073809 = -266117.873642
  nChanged 66
		SP:Iteration 12Q (37873.670000 sec): 3 clusters
  Score: Raw -268824.591866 + Penalty 2666.073809 = -266158.518057
  nChanged 46
		SP:Iteration 13Q (37873.840000 sec): 3 clusters
  Score: Raw -268848.163061 + Penalty 2666.073809 = -266182.089252
  nChanged 34
		SP:Iteration 14Q (37874.010000 sec): 3 clusters
  Score: Raw -268863.570827 + Penalty 2666.073809 = -266197.497019
  nChanged 21
		SP:Iteration 15Q (37874.190000 sec): 3 clusters
  Score: Raw -268871.601419 + Penalty 2666.073809 = -266205.527610
  nChanged 14
		SP:Iteration 16Q (37874.370000 sec): 3 clusters
  Score: Raw -268879.287758 + Penalty 2666.073809 = -266213.213950
  nChanged 18
		SP:Iteration 17Q (37874.540000 sec): 3 clusters
  Score: Raw -268885.225537 + Penalty 2666.073809 = -266219.151728
  nChanged 9
		SP:Iteration 18Q (37874.720000 sec): 3 clusters
  Score: Raw -268888.356291 + Penalty 2666.073809 = -266222.282482
  nChanged 8
		SP:Iteration 19Q (37874.890000 sec): 3 clusters
  Score: Raw -268891.282844 + Penalty 2666.073809 = -266225.209035
  nChanged 9
		SP:Iteration 20F (37875.070000 sec): 3 clusters
  Score: Raw -268894.357512 + Penalty 2666.073809 = -266228.283704
  nChanged 9
		SP:Iteration 21Q (37875.250000 sec): 3 clusters
  Score: Raw -268896.228978 + Penalty 2666.073809 = -266230.155170
  nChanged 5
		SP:Iteration 22Q (37875.420000 sec): 3 clusters
  Score: Raw -268897.160072 + Penalty 2666.073809 = -266231.086264
  nChanged 3
		SP:Iteration 23Q (37875.600000 sec): 3 clusters
  Score: Raw -268897.726142 + Penalty 2666.073809 = -266231.652333
  nChanged 2
		SP:Iteration 24Q (37875.770000 sec): 3 clusters
  Score: Raw -268898.239619 + Penalty 2666.073809 = -266232.165811
  nChanged 3
		SP:Iteration 25Q (37875.950000 sec): 3 clusters
  Score: Raw -268898.748125 + Penalty 2666.073809 = -266232.674317
  nChanged 1
		SP:Iteration 26Q (37876.130000 sec): 3 clusters
  Score: Raw -268898.950287 + Penalty 2666.073809 = -266232.876478
  nChanged 0
		SP:Iteration 27F (37876.300000 sec): 3 clusters
  Score: Raw -268898.950287 + Penalty 2666.073809 = -266232.876478
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (6646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37876.410000 sec): 2 clusters
  Score: Raw -557754.461773 + Penalty 1430.287698 = -556324.174075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37876.630000 sec): 3 clusters
  Score: Raw -554176.644820 + Penalty 2860.575396 = -551316.069425
  nChanged 2792
		SP:Iteration 1F (37876.790000 sec): 3 clusters
  Score: Raw -555781.673808 + Penalty 2860.575396 = -552921.098412
  nChanged 499
		SP:Iteration 2F (37876.960000 sec): 3 clusters
  Score: Raw -556091.629412 + Penalty 2860.575396 = -553231.054017
  nChanged 404
		SP:Iteration 3F (37877.160000 sec): 3 clusters
  Score: Raw -556357.451832 + Penalty 2860.575396 = -553496.876436
  nChanged 388
		SP:Iteration 4F (37877.320000 sec): 3 clusters
  Score: Raw -556624.198288 + Penalty 2860.575396 = -553763.622892
  nChanged 336
		SP:Iteration 5F (37877.480000 sec): 3 clusters
  Score: Raw -556864.366277 + Penalty 2860.575396 = -554003.790881
  nChanged 329
		SP:Iteration 6Q (37877.690000 sec): 3 clusters
  Score: Raw -557135.484734 + Penalty 2860.575396 = -554274.909338
  nChanged 320
		SP:Iteration 7Q (37877.900000 sec): 3 clusters
  Score: Raw -557368.557849 + Penalty 2860.575396 = -554507.982453
  nChanged 301
		SP:Iteration 8Q (37878.100000 sec): 3 clusters
  Score: Raw -557563.207327 + Penalty 2860.575396 = -554702.631931
  nChanged 256
		SP:Iteration 9Q (37878.310000 sec): 3 clusters
  Score: Raw -557707.348981 + Penalty 2860.575396 = -554846.773585
  nChanged 200
		SP:Iteration 10Q (37878.510000 sec): 3 clusters
  Score: Raw -557795.569235 + Penalty 2860.575396 = -554934.993839
  nChanged 157
		SP:Iteration 11Q (37878.720000 sec): 3 clusters
  Score: Raw -557858.400050 + Penalty 2860.575396 = -554997.824654
  nChanged 134
		SP:Iteration 12Q (37878.920000 sec): 3 clusters
  Score: Raw -557919.667916 + Penalty 2860.575396 = -555059.092520
  nChanged 141
		SP:Iteration 13Q (37879.130000 sec): 3 clusters
  Score: Raw -557990.524596 + Penalty 2860.575396 = -555129.949200
  nChanged 130
		SP:Iteration 14Q (37879.340000 sec): 3 clusters
  Score: Raw -558048.299419 + Penalty 2860.575396 = -555187.724023
  nChanged 114
		SP:Iteration 15Q (37879.540000 sec): 3 clusters
  Score: Raw -558104.749819 + Penalty 2860.575396 = -555244.174423
  nChanged 112
		SP:Iteration 16Q (37879.750000 sec): 3 clusters
  Score: Raw -558149.966323 + Penalty 2860.575396 = -555289.390927
  nChanged 100
		SP:Iteration 17Q (37879.960000 sec): 3 clusters
  Score: Raw -558190.051968 + Penalty 2860.575396 = -555329.476572
  nChanged 86
		SP:Iteration 18Q (37880.160000 sec): 3 clusters
  Score: Raw -558224.502318 + Penalty 2860.575396 = -555363.926922
  nChanged 97
		SP:Iteration 19Q (37880.390000 sec): 3 clusters
  Score: Raw -558260.101252 + Penalty 2860.575396 = -555399.525856
  nChanged 68
		SP:Iteration 20F (37880.560000 sec): 3 clusters
  Score: Raw -558285.481592 + Penalty 2860.575396 = -555424.906196
  nChanged 56
		SP:Iteration 21Q (37880.770000 sec): 3 clusters
  Score: Raw -558306.695881 + Penalty 2860.575396 = -555446.120485
  nChanged 56
		SP:Iteration 22Q (37880.970000 sec): 3 clusters
  Score: Raw -558328.582490 + Penalty 2860.575396 = -555468.007094
  nChanged 45
		SP:Iteration 23Q (37881.180000 sec): 3 clusters
  Score: Raw -558345.433190 + Penalty 2860.575396 = -555484.857794
  nChanged 44
		SP:Iteration 24Q (37881.380000 sec): 3 clusters
  Score: Raw -558361.780429 + Penalty 2860.575396 = -555501.205033
  nChanged 44
		SP:Iteration 25Q (37881.590000 sec): 3 clusters
  Score: Raw -558379.025417 + Penalty 2860.575396 = -555518.450021
  nChanged 39
		SP:Iteration 26Q (37881.800000 sec): 3 clusters
  Score: Raw -558396.212028 + Penalty 2860.575396 = -555535.636632
  nChanged 41
		SP:Iteration 27Q (37882.000000 sec): 3 clusters
  Score: Raw -558409.242735 + Penalty 2860.575396 = -555548.667339
  nChanged 25
		SP:Iteration 28Q (37882.210000 sec): 3 clusters
  Score: Raw -558418.747514 + Penalty 2860.575396 = -555558.172118
  nChanged 29
		SP:Iteration 29Q (37882.420000 sec): 3 clusters
  Score: Raw -558430.156433 + Penalty 2860.575396 = -555569.581037
  nChanged 32
		SP:Iteration 30Q (37882.610000 sec): 3 clusters
  Score: Raw -558441.127949 + Penalty 2860.575396 = -555580.552553
  nChanged 30
		SP:Iteration 31Q (37882.710000 sec): 3 clusters
  Score: Raw -558453.472198 + Penalty 2860.575396 = -555592.896802
  nChanged 33
		SP:Iteration 32Q (37882.820000 sec): 3 clusters
  Score: Raw -558466.163685 + Penalty 2860.575396 = -555605.588289
  nChanged 24
		SP:Iteration 33Q (37882.920000 sec): 3 clusters
  Score: Raw -558476.011724 + Penalty 2860.575396 = -555615.436328
  nChanged 24
		SP:Iteration 34Q (37883.110000 sec): 3 clusters
  Score: Raw -558485.283489 + Penalty 2860.575396 = -555624.708094
  nChanged 19
		SP:Iteration 35Q (37883.320000 sec): 3 clusters
  Score: Raw -558490.378150 + Penalty 2860.575396 = -555629.802754
  nChanged 17
		SP:Iteration 36Q (37883.540000 sec): 3 clusters
  Score: Raw -558495.549267 + Penalty 2860.575396 = -555634.973872
  nChanged 16
		SP:Iteration 37Q (37883.650000 sec): 3 clusters
  Score: Raw -558499.012286 + Penalty 2860.575396 = -555638.436890
  nChanged 14
		SP:Iteration 38Q (37883.880000 sec): 3 clusters
  Score: Raw -558501.663876 + Penalty 2860.575396 = -555641.088481
  nChanged 10
		SP:Iteration 39Q (37884.000000 sec): 3 clusters
  Score: Raw -558505.036953 + Penalty 2860.575396 = -555644.461557
  nChanged 14
		SP:Iteration 40F (37884.220000 sec): 3 clusters
  Score: Raw -558507.405345 + Penalty 2860.575396 = -555646.829949
  nChanged 7
		SP:Iteration 41Q (37884.420000 sec): 3 clusters
  Score: Raw -558508.616989 + Penalty 2860.575396 = -555648.041593
  nChanged 7
		SP:Iteration 42Q (37884.630000 sec): 3 clusters
  Score: Raw -558509.915155 + Penalty 2860.575396 = -555649.339759
  nChanged 6
		SP:Iteration 43Q (37884.840000 sec): 3 clusters
  Score: Raw -558510.746101 + Penalty 2860.575396 = -555650.170705
  nChanged 2
		SP:Iteration 44Q (37885.040000 sec): 3 clusters
  Score: Raw -558511.127944 + Penalty 2860.575396 = -555650.552548
  nChanged 3
		SP:Iteration 45Q (37885.250000 sec): 3 clusters
  Score: Raw -558512.201763 + Penalty 2860.575396 = -555651.626367
  nChanged 4
		SP:Iteration 46Q (37885.450000 sec): 3 clusters
  Score: Raw -558513.052571 + Penalty 2860.575396 = -555652.477175
  nChanged 3
		SP:Iteration 47Q (37885.560000 sec): 3 clusters
  Score: Raw -558513.794892 + Penalty 2860.575396 = -555653.219497
  nChanged 4
		SP:Iteration 48Q (37885.780000 sec): 3 clusters
  Score: Raw -558514.383813 + Penalty 2860.575396 = -555653.808417
  nChanged 2
		SP:Iteration 49Q (37885.950000 sec): 3 clusters
  Score: Raw -558514.553858 + Penalty 2860.575396 = -555653.978463
  nChanged 0
		SP:Iteration 50F (37886.170000 sec): 3 clusters
  Score: Raw -558514.553858 + Penalty 2860.575396 = -555653.978463
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37886.280000 sec): 2 clusters
  Score: Raw -994510.869090 + Penalty 1504.546796 = -993006.322294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37886.530000 sec): 3 clusters
  Score: Raw -988579.332500 + Penalty 3009.093591 = -985570.238909
  nChanged 4488
		SP:Iteration 1F (37886.750000 sec): 3 clusters
  Score: Raw -991083.267710 + Penalty 3009.093591 = -988074.174119
  nChanged 689
		SP:Iteration 2F (37886.970000 sec): 3 clusters
  Score: Raw -991432.582167 + Penalty 3009.093591 = -988423.488576
  nChanged 570
		SP:Iteration 3F (37887.120000 sec): 3 clusters
  Score: Raw -991706.548419 + Penalty 3009.093591 = -988697.454828
  nChanged 527
		SP:Iteration 4F (37887.270000 sec): 3 clusters
  Score: Raw -991961.738921 + Penalty 3009.093591 = -988952.645329
  nChanged 502
		SP:Iteration 5Q (37887.490000 sec): 3 clusters
  Score: Raw -992197.383335 + Penalty 3009.093591 = -989188.289744
  nChanged 487
		SP:Iteration 6Q (37887.700000 sec): 3 clusters
  Score: Raw -992423.097406 + Penalty 3009.093591 = -989414.003815
  nChanged 457
		SP:Iteration 7Q (37887.920000 sec): 3 clusters
  Score: Raw -992643.405128 + Penalty 3009.093591 = -989634.311537
  nChanged 475
		SP:Iteration 8Q (37888.140000 sec): 3 clusters
  Score: Raw -992865.201690 + Penalty 3009.093591 = -989856.108099
  nChanged 434
		SP:Iteration 9Q (37888.450000 sec): 3 clusters
  Score: Raw -993061.322671 + Penalty 3009.093591 = -990052.229079
  nChanged 379
		SP:Iteration 10Q (37888.640000 sec): 3 clusters
  Score: Raw -993227.708499 + Penalty 3009.093591 = -990218.614908
  nChanged 327
		SP:Iteration 11Q (37888.780000 sec): 3 clusters
  Score: Raw -993351.757769 + Penalty 3009.093591 = -990342.664178
  nChanged 252
		SP:Iteration 12Q (37888.960000 sec): 3 clusters
  Score: Raw -993450.024312 + Penalty 3009.093591 = -990440.930721
  nChanged 231
		SP:Iteration 13Q (37889.120000 sec): 3 clusters
  Score: Raw -993550.679830 + Penalty 3009.093591 = -990541.586239
  nChanged 225
		SP:Iteration 14Q (37889.380000 sec): 3 clusters
  Score: Raw -993650.039581 + Penalty 3009.093591 = -990640.945990
  nChanged 211
		SP:Iteration 15Q (37889.600000 sec): 3 clusters
  Score: Raw -993740.264977 + Penalty 3009.093591 = -990731.171386
  nChanged 186
		SP:Iteration 16Q (37889.820000 sec): 3 clusters
  Score: Raw -993814.230711 + Penalty 3009.093591 = -990805.137120
  nChanged 160
		SP:Iteration 17Q (37890.040000 sec): 3 clusters
  Score: Raw -993882.640850 + Penalty 3009.093591 = -990873.547259
  nChanged 152
		SP:Iteration 18Q (37890.260000 sec): 3 clusters
  Score: Raw -993956.866887 + Penalty 3009.093591 = -990947.773295
  nChanged 148
		SP:Iteration 19Q (37890.480000 sec): 3 clusters
  Score: Raw -994041.928359 + Penalty 3009.093591 = -991032.834768
  nChanged 161
		SP:Iteration 20F (37890.700000 sec): 3 clusters
  Score: Raw -994149.686924 + Penalty 3009.093591 = -991140.593333
  nChanged 174
		SP:Iteration 21Q (37890.920000 sec): 3 clusters
  Score: Raw -994286.663410 + Penalty 3009.093591 = -991277.569818
  nChanged 161
		SP:Iteration 22Q (37891.140000 sec): 3 clusters
  Score: Raw -994420.191561 + Penalty 3009.093591 = -991411.097969
  nChanged 144
		SP:Iteration 23Q (37891.360000 sec): 3 clusters
  Score: Raw -994525.385167 + Penalty 3009.093591 = -991516.291575
  nChanged 125
		SP:Iteration 24Q (37891.580000 sec): 3 clusters
  Score: Raw -994605.485198 + Penalty 3009.093591 = -991596.391607
  nChanged 95
		SP:Iteration 25Q (37891.800000 sec): 3 clusters
  Score: Raw -994664.117055 + Penalty 3009.093591 = -991655.023464
  nChanged 84
		SP:Iteration 26Q (37892.020000 sec): 3 clusters
  Score: Raw -994709.416436 + Penalty 3009.093591 = -991700.322845
  nChanged 69
		SP:Iteration 27Q (37892.240000 sec): 3 clusters
  Score: Raw -994740.146485 + Penalty 3009.093591 = -991731.052894
  nChanged 55
		SP:Iteration 28Q (37892.460000 sec): 3 clusters
  Score: Raw -994768.234408 + Penalty 3009.093591 = -991759.140817
  nChanged 52
		SP:Iteration 29Q (37892.680000 sec): 3 clusters
  Score: Raw -994795.554012 + Penalty 3009.093591 = -991786.460421
  nChanged 40
		SP:Iteration 30Q (37892.910000 sec): 3 clusters
  Score: Raw -994816.729515 + Penalty 3009.093591 = -991807.635924
  nChanged 31
		SP:Iteration 31Q (37893.130000 sec): 3 clusters
  Score: Raw -994831.206334 + Penalty 3009.093591 = -991822.112743
  nChanged 27
		SP:Iteration 32Q (37893.340000 sec): 3 clusters
  Score: Raw -994842.085019 + Penalty 3009.093591 = -991832.991428
  nChanged 18
		SP:Iteration 33Q (37893.560000 sec): 3 clusters
  Score: Raw -994849.161704 + Penalty 3009.093591 = -991840.068113
  nChanged 15
		SP:Iteration 34Q (37893.780000 sec): 3 clusters
  Score: Raw -994855.133185 + Penalty 3009.093591 = -991846.039594
  nChanged 14
		SP:Iteration 35Q (37894.000000 sec): 3 clusters
  Score: Raw -994859.940991 + Penalty 3009.093591 = -991850.847400
  nChanged 9
		SP:Iteration 36Q (37894.260000 sec): 3 clusters
  Score: Raw -994862.237022 + Penalty 3009.093591 = -991853.143431
  nChanged 7
		SP:Iteration 37Q (37894.390000 sec): 3 clusters
  Score: Raw -994863.887255 + Penalty 3009.093591 = -991854.793664
  nChanged 8
		SP:Iteration 38Q (37894.670000 sec): 3 clusters
  Score: Raw -994866.828304 + Penalty 3009.093591 = -991857.734713
  nChanged 11
		SP:Iteration 39Q (37894.890000 sec): 3 clusters
  Score: Raw -994870.257143 + Penalty 3009.093591 = -991861.163552
  nChanged 12
		SP:Iteration 40F (37895.110000 sec): 3 clusters
  Score: Raw -994876.068835 + Penalty 3009.093591 = -991866.975243
  nChanged 16
		SP:Iteration 41Q (37895.370000 sec): 3 clusters
  Score: Raw -994882.424279 + Penalty 3009.093591 = -991873.330688
  nChanged 13
		SP:Iteration 42Q (37895.630000 sec): 3 clusters
  Score: Raw -994887.003208 + Penalty 3009.093591 = -991877.909617
  nChanged 9
		SP:Iteration 43Q (37895.940000 sec): 3 clusters
  Score: Raw -994890.032411 + Penalty 3009.093591 = -991880.938820
  nChanged 9
		SP:Iteration 44Q (37896.110000 sec): 3 clusters
  Score: Raw -994892.274501 + Penalty 3009.093591 = -991883.180910
  nChanged 9
		SP:Iteration 45Q (37896.370000 sec): 3 clusters
  Score: Raw -994895.058925 + Penalty 3009.093591 = -991885.965334
  nChanged 5
		SP:Iteration 46Q (37896.630000 sec): 3 clusters
  Score: Raw -994895.978704 + Penalty 3009.093591 = -991886.885113
  nChanged 6
		SP:Iteration 47Q (37896.770000 sec): 3 clusters
  Score: Raw -994897.892920 + Penalty 3009.093591 = -991888.799329
  nChanged 11
		SP:Iteration 48Q (37896.910000 sec): 3 clusters
  Score: Raw -994902.563577 + Penalty 3009.093591 = -991893.469985
  nChanged 13
		SP:Iteration 49Q (37897.140000 sec): 3 clusters
  Score: Raw -994907.803065 + Penalty 3009.093591 = -991898.709474
  nChanged 13
		SP:Iteration 50Q (37897.290000 sec): 3 clusters
  Score: Raw -994912.944484 + Penalty 3009.093591 = -991903.850893
  nChanged 10
		SP:Iteration 51Q (37897.560000 sec): 3 clusters
  Score: Raw -994917.527089 + Penalty 3009.093591 = -991908.433498
  nChanged 10
		SP:Iteration 52Q (37897.820000 sec): 3 clusters
  Score: Raw -994921.700498 + Penalty 3009.093591 = -991912.606907
  nChanged 9
		SP:Iteration 53Q (37898.080000 sec): 3 clusters
  Score: Raw -994925.506045 + Penalty 3009.093591 = -991916.412454
  nChanged 10
		SP:Iteration 54Q (37898.300000 sec): 3 clusters
  Score: Raw -994928.458993 + Penalty 3009.093591 = -991919.365401
  nChanged 5
		SP:Iteration 55Q (37898.520000 sec): 3 clusters
  Score: Raw -994930.241444 + Penalty 3009.093591 = -991921.147853
  nChanged 4
		SP:Iteration 56Q (37898.740000 sec): 3 clusters
  Score: Raw -994931.540705 + Penalty 3009.093591 = -991922.447114
  nChanged 4
		SP:Iteration 57Q (37898.960000 sec): 3 clusters
  Score: Raw -994933.168017 + Penalty 3009.093591 = -991924.074426
  nChanged 4
		SP:Iteration 58Q (37899.170000 sec): 3 clusters
  Score: Raw -994935.076512 + Penalty 3009.093591 = -991925.982921
  nChanged 2
		SP:Iteration 59Q (37899.390000 sec): 3 clusters
  Score: Raw -994936.073618 + Penalty 3009.093591 = -991926.980027
  nChanged 1
		SP:Iteration 60F (37899.610000 sec): 3 clusters
  Score: Raw -994936.236938 + Penalty 3009.093591 = -991927.143347
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (8379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37899.740000 sec): 2 clusters
  Score: Raw -737245.655744 + Penalty 1467.941126 = -735777.714617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37899.970000 sec): 3 clusters
  Score: Raw -732651.619845 + Penalty 2935.882253 = -729715.737593
  nChanged 3575
		SP:Iteration 1F (37900.210000 sec): 3 clusters
  Score: Raw -734801.047012 + Penalty 2935.882253 = -731865.164759
  nChanged 664
		SP:Iteration 2F (37900.400000 sec): 3 clusters
  Score: Raw -735241.969221 + Penalty 2935.882253 = -732306.086968
  nChanged 554
		SP:Iteration 3F (37900.600000 sec): 3 clusters
  Score: Raw -735573.692492 + Penalty 2935.882253 = -732637.810239
  nChanged 465
		SP:Iteration 4F (37900.790000 sec): 3 clusters
  Score: Raw -735867.290621 + Penalty 2935.882253 = -732931.408368
  nChanged 426
		SP:Iteration 5F (37900.980000 sec): 3 clusters
  Score: Raw -736121.794536 + Penalty 2935.882253 = -733185.912283
  nChanged 386
		SP:Iteration 6Q (37901.200000 sec): 3 clusters
  Score: Raw -736337.411913 + Penalty 2935.882253 = -733401.529660
  nChanged 341
		SP:Iteration 7Q (37901.360000 sec): 3 clusters
  Score: Raw -736533.545942 + Penalty 2935.882253 = -733597.663690
  nChanged 310
		SP:Iteration 8Q (37901.500000 sec): 3 clusters
  Score: Raw -736690.054047 + Penalty 2935.882253 = -733754.171794
  nChanged 275
		SP:Iteration 9Q (37901.630000 sec): 3 clusters
  Score: Raw -736811.866521 + Penalty 2935.882253 = -733875.984269
  nChanged 200
		SP:Iteration 10Q (37901.770000 sec): 3 clusters
  Score: Raw -736901.951911 + Penalty 2935.882253 = -733966.069658
  nChanged 187
		SP:Iteration 11Q (37901.990000 sec): 3 clusters
  Score: Raw -736976.087465 + Penalty 2935.882253 = -734040.205212
  nChanged 165
		SP:Iteration 12Q (37902.180000 sec): 3 clusters
  Score: Raw -737044.082724 + Penalty 2935.882253 = -734108.200471
  nChanged 164
		SP:Iteration 13Q (37902.370000 sec): 3 clusters
  Score: Raw -737108.242378 + Penalty 2935.882253 = -734172.360126
  nChanged 152
		SP:Iteration 14Q (37902.500000 sec): 3 clusters
  Score: Raw -737163.199210 + Penalty 2935.882253 = -734227.316957
  nChanged 125
		SP:Iteration 15Q (37902.640000 sec): 3 clusters
  Score: Raw -737209.188573 + Penalty 2935.882253 = -734273.306321
  nChanged 121
		SP:Iteration 16Q (37902.770000 sec): 3 clusters
  Score: Raw -737252.263958 + Penalty 2935.882253 = -734316.381705
  nChanged 104
		SP:Iteration 17Q (37902.900000 sec): 3 clusters
  Score: Raw -737288.313746 + Penalty 2935.882253 = -734352.431493
  nChanged 88
		SP:Iteration 18Q (37903.030000 sec): 3 clusters
  Score: Raw -737315.873856 + Penalty 2935.882253 = -734379.991603
  nChanged 90
		SP:Iteration 19Q (37903.160000 sec): 3 clusters
  Score: Raw -737346.745118 + Penalty 2935.882253 = -734410.862866
  nChanged 72
		SP:Iteration 20F (37903.300000 sec): 3 clusters
  Score: Raw -737372.041241 + Penalty 2935.882253 = -734436.158988
  nChanged 62
		SP:Iteration 21Q (37903.430000 sec): 3 clusters
  Score: Raw -737393.700716 + Penalty 2935.882253 = -734457.818464
  nChanged 64
		SP:Iteration 22Q (37903.640000 sec): 3 clusters
  Score: Raw -737417.812772 + Penalty 2935.882253 = -734481.930520
  nChanged 76
		SP:Iteration 23Q (37903.840000 sec): 3 clusters
  Score: Raw -737450.480694 + Penalty 2935.882253 = -734514.598441
  nChanged 74
		SP:Iteration 24Q (37904.040000 sec): 3 clusters
  Score: Raw -737482.374699 + Penalty 2935.882253 = -734546.492447
  nChanged 79
		SP:Iteration 25Q (37904.230000 sec): 3 clusters
  Score: Raw -737517.103880 + Penalty 2935.882253 = -734581.221627
  nChanged 72
		SP:Iteration 26Q (37904.470000 sec): 3 clusters
  Score: Raw -737555.099824 + Penalty 2935.882253 = -734619.217571
  nChanged 74
		SP:Iteration 27Q (37904.700000 sec): 3 clusters
  Score: Raw -737589.205368 + Penalty 2935.882253 = -734653.323115
  nChanged 65
		SP:Iteration 28Q (37904.900000 sec): 3 clusters
  Score: Raw -737618.980361 + Penalty 2935.882253 = -734683.098108
  nChanged 53
		SP:Iteration 29Q (37905.090000 sec): 3 clusters
  Score: Raw -737643.674784 + Penalty 2935.882253 = -734707.792531
  nChanged 48
		SP:Iteration 30Q (37905.290000 sec): 3 clusters
  Score: Raw -737669.877982 + Penalty 2935.882253 = -734733.995729
  nChanged 61
		SP:Iteration 31Q (37905.480000 sec): 3 clusters
  Score: Raw -737702.470747 + Penalty 2935.882253 = -734766.588494
  nChanged 55
		SP:Iteration 32Q (37905.670000 sec): 3 clusters
  Score: Raw -737727.099568 + Penalty 2935.882253 = -734791.217315
  nChanged 52
		SP:Iteration 33Q (37905.910000 sec): 3 clusters
  Score: Raw -737745.649990 + Penalty 2935.882253 = -734809.767737
  nChanged 44
		SP:Iteration 34Q (37906.030000 sec): 3 clusters
  Score: Raw -737759.340522 + Penalty 2935.882253 = -734823.458269
  nChanged 37
		SP:Iteration 35Q (37906.160000 sec): 3 clusters
  Score: Raw -737772.372084 + Penalty 2935.882253 = -734836.489831
  nChanged 37
		SP:Iteration 36Q (37906.380000 sec): 3 clusters
  Score: Raw -737787.360444 + Penalty 2935.882253 = -734851.478191
  nChanged 40
		SP:Iteration 37Q (37906.660000 sec): 3 clusters
  Score: Raw -737804.314015 + Penalty 2935.882253 = -734868.431763
  nChanged 31
		SP:Iteration 38Q (37906.820000 sec): 3 clusters
  Score: Raw -737813.945384 + Penalty 2935.882253 = -734878.063131
  nChanged 31
		SP:Iteration 39Q (37907.010000 sec): 3 clusters
  Score: Raw -737823.072754 + Penalty 2935.882253 = -734887.190501
  nChanged 21
		SP:Iteration 40F (37907.200000 sec): 3 clusters
  Score: Raw -737830.003363 + Penalty 2935.882253 = -734894.121111
  nChanged 26
		SP:Iteration 41Q (37907.380000 sec): 3 clusters
  Score: Raw -737838.592859 + Penalty 2935.882253 = -734902.710606
  nChanged 28
		SP:Iteration 42Q (37907.500000 sec): 3 clusters
  Score: Raw -737845.343929 + Penalty 2935.882253 = -734909.461676
  nChanged 22
		SP:Iteration 43Q (37907.630000 sec): 3 clusters
  Score: Raw -737849.490346 + Penalty 2935.882253 = -734913.608093
  nChanged 17
		SP:Iteration 44Q (37907.750000 sec): 3 clusters
  Score: Raw -737852.174422 + Penalty 2935.882253 = -734916.292170
  nChanged 13
		SP:Iteration 45Q (37907.890000 sec): 3 clusters
  Score: Raw -737854.603893 + Penalty 2935.882253 = -734918.721640
  nChanged 18
		SP:Iteration 46Q (37908.020000 sec): 3 clusters
  Score: Raw -737858.332887 + Penalty 2935.882253 = -734922.450634
  nChanged 12
		SP:Iteration 47Q (37908.220000 sec): 3 clusters
  Score: Raw -737860.611779 + Penalty 2935.882253 = -734924.729526
  nChanged 14
		SP:Iteration 48Q (37908.410000 sec): 3 clusters
  Score: Raw -737863.438159 + Penalty 2935.882253 = -734927.555907
  nChanged 7
		SP:Iteration 49Q (37908.610000 sec): 3 clusters
  Score: Raw -737864.567439 + Penalty 2935.882253 = -734928.685186
  nChanged 5
		SP:Iteration 50Q (37908.800000 sec): 3 clusters
  Score: Raw -737865.028278 + Penalty 2935.882253 = -734929.146025
  nChanged 4
		SP:Iteration 51Q (37909.000000 sec): 3 clusters
  Score: Raw -737865.911217 + Penalty 2935.882253 = -734930.028964
  nChanged 6
		SP:Iteration 52Q (37909.190000 sec): 3 clusters
  Score: Raw -737866.755581 + Penalty 2935.882253 = -734930.873328
  nChanged 5
		SP:Iteration 53Q (37909.380000 sec): 3 clusters
  Score: Raw -737867.118929 + Penalty 2935.882253 = -734931.236677
  nChanged 3
		SP:Iteration 54Q (37909.580000 sec): 3 clusters
  Score: Raw -737867.618551 + Penalty 2935.882253 = -734931.736299
  nChanged 1
		SP:Iteration 55Q (37909.780000 sec): 3 clusters
  Score: Raw -737867.880839 + Penalty 2935.882253 = -734931.998586
  nChanged 1
		SP:Iteration 56Q (37909.970000 sec): 3 clusters
  Score: Raw -737867.972625 + Penalty 2935.882253 = -734932.090372
  nChanged 0
		SP:Iteration 57F (37910.160000 sec): 3 clusters
  Score: Raw -737867.972625 + Penalty 2935.882253 = -734932.090372
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37910.230000 sec): 2 clusters
  Score: Raw -273909.523135 + Penalty 1325.339655 = -272584.183480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37910.300000 sec): 3 clusters
  Score: Raw -272182.806679 + Penalty 2650.679310 = -269532.127370
  nChanged 1341
		SP:Iteration 1F (37910.370000 sec): 3 clusters
  Score: Raw -273021.612423 + Penalty 2650.679310 = -270370.933113
  nChanged 319
		SP:Iteration 2F (37910.440000 sec): 3 clusters
  Score: Raw -273289.596742 + Penalty 2650.679310 = -270638.917433
  nChanged 257
		SP:Iteration 3F (37910.500000 sec): 3 clusters
  Score: Raw -273491.897382 + Penalty 2650.679310 = -270841.218073
  nChanged 188
		SP:Iteration 4F (37910.570000 sec): 3 clusters
  Score: Raw -273635.381500 + Penalty 2650.679310 = -270984.702190
  nChanged 153
		SP:Iteration 5Q (37910.640000 sec): 3 clusters
  Score: Raw -273749.507205 + Penalty 2650.679310 = -271098.827895
  nChanged 127
		SP:Iteration 6Q (37910.700000 sec): 3 clusters
  Score: Raw -273833.483726 + Penalty 2650.679310 = -271182.804416
  nChanged 104
		SP:Iteration 7Q (37910.770000 sec): 3 clusters
  Score: Raw -273896.398367 + Penalty 2650.679310 = -271245.719058
  nChanged 86
		SP:Iteration 8Q (37910.840000 sec): 3 clusters
  Score: Raw -273946.894687 + Penalty 2650.679310 = -271296.215377
  nChanged 67
		SP:Iteration 9Q (37910.900000 sec): 3 clusters
  Score: Raw -273985.536463 + Penalty 2650.679310 = -271334.857153
  nChanged 55
		SP:Iteration 10Q (37910.970000 sec): 3 clusters
  Score: Raw -274017.326234 + Penalty 2650.679310 = -271366.646925
  nChanged 59
		SP:Iteration 11Q (37911.040000 sec): 3 clusters
  Score: Raw -274046.578901 + Penalty 2650.679310 = -271395.899592
  nChanged 45
		SP:Iteration 12Q (37911.100000 sec): 3 clusters
  Score: Raw -274072.982245 + Penalty 2650.679310 = -271422.302935
  nChanged 36
		SP:Iteration 13Q (37911.170000 sec): 3 clusters
  Score: Raw -274093.409319 + Penalty 2650.679310 = -271442.730010
  nChanged 26
		SP:Iteration 14Q (37911.240000 sec): 3 clusters
  Score: Raw -274104.288498 + Penalty 2650.679310 = -271453.609188
  nChanged 17
		SP:Iteration 15Q (37911.300000 sec): 3 clusters
  Score: Raw -274112.604356 + Penalty 2650.679310 = -271461.925047
  nChanged 25
		SP:Iteration 16Q (37911.370000 sec): 3 clusters
  Score: Raw -274124.243991 + Penalty 2650.679310 = -271473.564681
  nChanged 29
		SP:Iteration 17Q (37911.430000 sec): 3 clusters
  Score: Raw -274138.465059 + Penalty 2650.679310 = -271487.785750
  nChanged 36
		SP:Iteration 18Q (37911.500000 sec): 3 clusters
  Score: Raw -274157.009885 + Penalty 2650.679310 = -271506.330575
  nChanged 30
		SP:Iteration 19Q (37911.560000 sec): 3 clusters
  Score: Raw -274169.837019 + Penalty 2650.679310 = -271519.157709
  nChanged 25
		SP:Iteration 20F (37911.630000 sec): 3 clusters
  Score: Raw -274184.545430 + Penalty 2650.679310 = -271533.866120
  nChanged 31
		SP:Iteration 21Q (37911.700000 sec): 3 clusters
  Score: Raw -274202.942016 + Penalty 2650.679310 = -271552.262706
  nChanged 32
		SP:Iteration 22Q (37911.760000 sec): 3 clusters
  Score: Raw -274226.648421 + Penalty 2650.679310 = -271575.969111
  nChanged 34
		SP:Iteration 23Q (37911.830000 sec): 3 clusters
  Score: Raw -274242.865404 + Penalty 2650.679310 = -271592.186094
  nChanged 26
		SP:Iteration 24Q (37911.900000 sec): 3 clusters
  Score: Raw -274255.961354 + Penalty 2650.679310 = -271605.282044
  nChanged 22
		SP:Iteration 25Q (37911.960000 sec): 3 clusters
  Score: Raw -274266.373467 + Penalty 2650.679310 = -271615.694157
  nChanged 11
		SP:Iteration 26Q (37912.030000 sec): 3 clusters
  Score: Raw -274270.065127 + Penalty 2650.679310 = -271619.385817
  nChanged 10
		SP:Iteration 27Q (37912.100000 sec): 3 clusters
  Score: Raw -274275.684198 + Penalty 2650.679310 = -271625.004888
  nChanged 6
		SP:Iteration 28Q (37912.160000 sec): 3 clusters
  Score: Raw -274278.133713 + Penalty 2650.679310 = -271627.454404
  nChanged 7
		SP:Iteration 29Q (37912.230000 sec): 3 clusters
  Score: Raw -274280.992816 + Penalty 2650.679310 = -271630.313506
  nChanged 7
		SP:Iteration 30Q (37912.290000 sec): 3 clusters
  Score: Raw -274284.303390 + Penalty 2650.679310 = -271633.624081
  nChanged 8
		SP:Iteration 31Q (37912.360000 sec): 3 clusters
  Score: Raw -274287.152403 + Penalty 2650.679310 = -271636.473093
  nChanged 8
		SP:Iteration 32Q (37912.420000 sec): 3 clusters
  Score: Raw -274289.834311 + Penalty 2650.679310 = -271639.155001
  nChanged 4
		SP:Iteration 33Q (37912.490000 sec): 3 clusters
  Score: Raw -274291.730734 + Penalty 2650.679310 = -271641.051424
  nChanged 3
		SP:Iteration 34Q (37912.560000 sec): 3 clusters
  Score: Raw -274293.267778 + Penalty 2650.679310 = -271642.588468
  nChanged 5
		SP:Iteration 35Q (37912.620000 sec): 3 clusters
  Score: Raw -274296.269856 + Penalty 2650.679310 = -271645.590546
  nChanged 5
		SP:Iteration 36Q (37912.690000 sec): 3 clusters
  Score: Raw -274298.860410 + Penalty 2650.679310 = -271648.181100
  nChanged 9
		SP:Iteration 37Q (37912.760000 sec): 3 clusters
  Score: Raw -274302.959761 + Penalty 2650.679310 = -271652.280451
  nChanged 8
		SP:Iteration 38Q (37912.820000 sec): 3 clusters
  Score: Raw -274306.585074 + Penalty 2650.679310 = -271655.905764
  nChanged 7
		SP:Iteration 39Q (37913.000000 sec): 3 clusters
  Score: Raw -274310.491500 + Penalty 2650.679310 = -271659.812190
  nChanged 6
		SP:Iteration 40F (37913.170000 sec): 3 clusters
  Score: Raw -274313.751908 + Penalty 2650.679310 = -271663.072598
  nChanged 5
		SP:Iteration 41Q (37913.350000 sec): 3 clusters
  Score: Raw -274315.841004 + Penalty 2650.679310 = -271665.161695
  nChanged 2
		SP:Iteration 42Q (37913.520000 sec): 3 clusters
  Score: Raw -274316.239726 + Penalty 2650.679310 = -271665.560416
  nChanged 0
		SP:Iteration 43F (37913.700000 sec): 3 clusters
  Score: Raw -274316.239726 + Penalty 2650.679310 = -271665.560416
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (3123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37913.770000 sec): 2 clusters
  Score: Raw -252186.909454 + Penalty 1307.564271 = -250879.345183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37913.940000 sec): 3 clusters
  Score: Raw -250708.237824 + Penalty 2615.128541 = -248093.109283
  nChanged 1186
		SP:Iteration 1F (37914.120000 sec): 3 clusters
  Score: Raw -251532.458799 + Penalty 2615.128541 = -248917.330257
  nChanged 278
		SP:Iteration 2F (37914.300000 sec): 3 clusters
  Score: Raw -251772.714989 + Penalty 2615.128541 = -249157.586448
  nChanged 213
		SP:Iteration 3F (37914.470000 sec): 3 clusters
  Score: Raw -251937.616551 + Penalty 2615.128541 = -249322.488010
  nChanged 172
		SP:Iteration 4F (37914.620000 sec): 3 clusters
  Score: Raw -252067.774495 + Penalty 2615.128541 = -249452.645954
  nChanged 148
		SP:Iteration 5Q (37914.760000 sec): 3 clusters
  Score: Raw -252176.955884 + Penalty 2615.128541 = -249561.827343
  nChanged 97
		SP:Iteration 6Q (37914.960000 sec): 3 clusters
  Score: Raw -252249.226083 + Penalty 2615.128541 = -249634.097541
  nChanged 84
		SP:Iteration 7Q (37915.110000 sec): 3 clusters
  Score: Raw -252317.249974 + Penalty 2615.128541 = -249702.121433
  nChanged 75
		SP:Iteration 8Q (37915.290000 sec): 3 clusters
  Score: Raw -252364.071607 + Penalty 2615.128541 = -249748.943066
  nChanged 62
		SP:Iteration 9Q (37915.460000 sec): 3 clusters
  Score: Raw -252400.972186 + Penalty 2615.128541 = -249785.843644
  nChanged 47
		SP:Iteration 10Q (37915.570000 sec): 3 clusters
  Score: Raw -252429.124116 + Penalty 2615.128541 = -249813.995575
  nChanged 45
		SP:Iteration 11Q (37915.630000 sec): 3 clusters
  Score: Raw -252460.572123 + Penalty 2615.128541 = -249845.443582
  nChanged 41
		SP:Iteration 12Q (37915.700000 sec): 3 clusters
  Score: Raw -252490.316282 + Penalty 2615.128541 = -249875.187741
  nChanged 46
		SP:Iteration 13Q (37915.760000 sec): 3 clusters
  Score: Raw -252516.846010 + Penalty 2615.128541 = -249901.717469
  nChanged 44
		SP:Iteration 14Q (37915.820000 sec): 3 clusters
  Score: Raw -252541.728327 + Penalty 2615.128541 = -249926.599786
  nChanged 43
		SP:Iteration 15Q (37915.910000 sec): 3 clusters
  Score: Raw -252566.453441 + Penalty 2615.128541 = -249951.324900
  nChanged 22
		SP:Iteration 16Q (37916.090000 sec): 3 clusters
  Score: Raw -252577.444972 + Penalty 2615.128541 = -249962.316431
  nChanged 24
		SP:Iteration 17Q (37916.260000 sec): 3 clusters
  Score: Raw -252588.309747 + Penalty 2615.128541 = -249973.181206
  nChanged 19
		SP:Iteration 18Q (37916.440000 sec): 3 clusters
  Score: Raw -252598.409222 + Penalty 2615.128541 = -249983.280681
  nChanged 17
		SP:Iteration 19Q (37916.620000 sec): 3 clusters
  Score: Raw -252606.469800 + Penalty 2615.128541 = -249991.341259
  nChanged 17
		SP:Iteration 20F (37916.790000 sec): 3 clusters
  Score: Raw -252617.664282 + Penalty 2615.128541 = -250002.535741
  nChanged 23
		SP:Iteration 21Q (37916.970000 sec): 3 clusters
  Score: Raw -252635.785596 + Penalty 2615.128541 = -250020.657055
  nChanged 27
		SP:Iteration 22Q (37917.140000 sec): 3 clusters
  Score: Raw -252650.967487 + Penalty 2615.128541 = -250035.838946
  nChanged 21
		SP:Iteration 23Q (37917.320000 sec): 3 clusters
  Score: Raw -252662.399317 + Penalty 2615.128541 = -250047.270776
  nChanged 25
		SP:Iteration 24Q (37917.490000 sec): 3 clusters
  Score: Raw -252680.201143 + Penalty 2615.128541 = -250065.072602
  nChanged 30
		SP:Iteration 25Q (37917.670000 sec): 3 clusters
  Score: Raw -252705.855880 + Penalty 2615.128541 = -250090.727339
  nChanged 38
		SP:Iteration 26Q (37917.840000 sec): 3 clusters
  Score: Raw -252729.409623 + Penalty 2615.128541 = -250114.281082
  nChanged 29
		SP:Iteration 27Q (37918.020000 sec): 3 clusters
  Score: Raw -252743.141910 + Penalty 2615.128541 = -250128.013369
  nChanged 25
		SP:Iteration 28Q (37918.090000 sec): 3 clusters
  Score: Raw -252755.989385 + Penalty 2615.128541 = -250140.860844
  nChanged 19
		SP:Iteration 29Q (37918.150000 sec): 3 clusters
  Score: Raw -252765.611736 + Penalty 2615.128541 = -250150.483195
  nChanged 19
		SP:Iteration 30Q (37918.210000 sec): 3 clusters
  Score: Raw -252774.897534 + Penalty 2615.128541 = -250159.768993
  nChanged 15
		SP:Iteration 31Q (37918.270000 sec): 3 clusters
  Score: Raw -252781.693707 + Penalty 2615.128541 = -250166.565166
  nChanged 14
		SP:Iteration 32Q (37918.320000 sec): 3 clusters
  Score: Raw -252787.733943 + Penalty 2615.128541 = -250172.605402
  nChanged 10
		SP:Iteration 33Q (37918.380000 sec): 3 clusters
  Score: Raw -252792.793609 + Penalty 2615.128541 = -250177.665068
  nChanged 13
		SP:Iteration 34Q (37918.440000 sec): 3 clusters
  Score: Raw -252798.934778 + Penalty 2615.128541 = -250183.806237
  nChanged 15
		SP:Iteration 35Q (37918.500000 sec): 3 clusters
  Score: Raw -252805.880739 + Penalty 2615.128541 = -250190.752198
  nChanged 17
		SP:Iteration 36Q (37918.550000 sec): 3 clusters
  Score: Raw -252814.453832 + Penalty 2615.128541 = -250199.325291
  nChanged 18
		SP:Iteration 37Q (37918.610000 sec): 3 clusters
  Score: Raw -252824.498716 + Penalty 2615.128541 = -250209.370175
  nChanged 13
		SP:Iteration 38Q (37918.660000 sec): 3 clusters
  Score: Raw -252831.111681 + Penalty 2615.128541 = -250215.983140
  nChanged 12
		SP:Iteration 39Q (37918.720000 sec): 3 clusters
  Score: Raw -252837.851573 + Penalty 2615.128541 = -250222.723032
  nChanged 14
		SP:Iteration 40F (37918.780000 sec): 3 clusters
  Score: Raw -252843.260831 + Penalty 2615.128541 = -250228.132290
  nChanged 6
		SP:Iteration 41Q (37918.840000 sec): 3 clusters
  Score: Raw -252846.438953 + Penalty 2615.128541 = -250231.310412
  nChanged 5
		SP:Iteration 42Q (37918.890000 sec): 3 clusters
  Score: Raw -252848.191437 + Penalty 2615.128541 = -250233.062896
  nChanged 3
		SP:Iteration 43Q (37918.950000 sec): 3 clusters
  Score: Raw -252848.934279 + Penalty 2615.128541 = -250233.805737
  nChanged 1
		SP:Iteration 44Q (37919.010000 sec): 3 clusters
  Score: Raw -252849.207924 + Penalty 2615.128541 = -250234.079383
  nChanged 1
		SP:Iteration 45Q (37919.060000 sec): 3 clusters
  Score: Raw -252849.398357 + Penalty 2615.128541 = -250234.269815
  nChanged 1
		SP:Iteration 46Q (37919.120000 sec): 3 clusters
  Score: Raw -252849.586891 + Penalty 2615.128541 = -250234.458350
  nChanged 1
		SP:Iteration 47Q (37919.180000 sec): 3 clusters
  Score: Raw -252849.722616 + Penalty 2615.128541 = -250234.594075
  nChanged 2
		SP:Iteration 48Q (37919.230000 sec): 3 clusters
  Score: Raw -252850.147898 + Penalty 2615.128541 = -250235.019357
  nChanged 0
		SP:Iteration 49F (37919.290000 sec): 3 clusters
  Score: Raw -252850.147898 + Penalty 2615.128541 = -250235.019357
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (25461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37919.520000 sec): 2 clusters
  Score: Raw -2426343.721445 + Penalty 1648.546762 = -2424695.174684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37919.920000 sec): 3 clusters
  Score: Raw -2410863.581971 + Penalty 3297.093523 = -2407566.488448
  nChanged 11548
		SP:Iteration 1F (37920.280000 sec): 3 clusters
  Score: Raw -2417445.409569 + Penalty 3297.093523 = -2414148.316046
  nChanged 1330
		SP:Iteration 2F (37920.670000 sec): 3 clusters
  Score: Raw -2417965.174962 + Penalty 3297.093523 = -2414668.081438
  nChanged 1277
		SP:Iteration 3F (37921.040000 sec): 3 clusters
  Score: Raw -2418460.340213 + Penalty 3297.093523 = -2415163.246690
  nChanged 1195
		SP:Iteration 4Q (37921.430000 sec): 3 clusters
  Score: Raw -2418883.823983 + Penalty 3297.093523 = -2415586.730460
  nChanged 1087
		SP:Iteration 5Q (37921.790000 sec): 3 clusters
  Score: Raw -2419268.663592 + Penalty 3297.093523 = -2415971.570068
  nChanged 1074
		SP:Iteration 6Q (37922.190000 sec): 3 clusters
  Score: Raw -2419674.606150 + Penalty 3297.093523 = -2416377.512626
  nChanged 1140
		SP:Iteration 7Q (37922.490000 sec): 3 clusters
  Score: Raw -2420139.997655 + Penalty 3297.093523 = -2416842.904132
  nChanged 1166
		SP:Iteration 8Q (37922.810000 sec): 3 clusters
  Score: Raw -2420657.945632 + Penalty 3297.093523 = -2417360.852108
  nChanged 1141
		SP:Iteration 9Q (37923.140000 sec): 3 clusters
  Score: Raw -2421169.332228 + Penalty 3297.093523 = -2417872.238704
  nChanged 1069
		SP:Iteration 10Q (37923.530000 sec): 3 clusters
  Score: Raw -2421630.291515 + Penalty 3297.093523 = -2418333.197991
  nChanged 1041
		SP:Iteration 11Q (37923.890000 sec): 3 clusters
  Score: Raw -2422110.963816 + Penalty 3297.093523 = -2418813.870293
  nChanged 941
		SP:Iteration 12Q (37924.280000 sec): 3 clusters
  Score: Raw -2422609.547513 + Penalty 3297.093523 = -2419312.453990
  nChanged 919
		SP:Iteration 13Q (37924.650000 sec): 3 clusters
  Score: Raw -2423149.710461 + Penalty 3297.093523 = -2419852.616938
  nChanged 878
		SP:Iteration 14Q (37925.040000 sec): 3 clusters
  Score: Raw -2423728.120195 + Penalty 3297.093523 = -2420431.026672
  nChanged 810
		SP:Iteration 15Q (37925.340000 sec): 3 clusters
  Score: Raw -2424272.071716 + Penalty 3297.093523 = -2420974.978193
  nChanged 728
		SP:Iteration 16Q (37925.790000 sec): 3 clusters
  Score: Raw -2424824.174269 + Penalty 3297.093523 = -2421527.080746
  nChanged 682
		SP:Iteration 17Q (37926.140000 sec): 3 clusters
  Score: Raw -2425376.834373 + Penalty 3297.093523 = -2422079.740850
  nChanged 516
		SP:Iteration 18Q (37926.480000 sec): 3 clusters
  Score: Raw -2425811.752178 + Penalty 3297.093523 = -2422514.658655
  nChanged 396
		SP:Iteration 19Q (37926.880000 sec): 3 clusters
  Score: Raw -2426153.213985 + Penalty 3297.093523 = -2422856.120461
  nChanged 265
		SP:Iteration 20F (37927.240000 sec): 3 clusters
  Score: Raw -2426360.908378 + Penalty 3297.093523 = -2423063.814854
  nChanged 200
		SP:Iteration 21Q (37927.520000 sec): 3 clusters
  Score: Raw -2426505.235691 + Penalty 3297.093523 = -2423208.142168
  nChanged 160
		SP:Iteration 22Q (37927.780000 sec): 3 clusters
  Score: Raw -2426610.052340 + Penalty 3297.093523 = -2423312.958816
  nChanged 114
		SP:Iteration 23Q (37928.100000 sec): 3 clusters
  Score: Raw -2426686.372136 + Penalty 3297.093523 = -2423389.278613
  nChanged 90
		SP:Iteration 24Q (37928.510000 sec): 3 clusters
  Score: Raw -2426753.073666 + Penalty 3297.093523 = -2423455.980142
  nChanged 76
		SP:Iteration 25Q (37928.780000 sec): 3 clusters
  Score: Raw -2426794.820023 + Penalty 3297.093523 = -2423497.726499
  nChanged 53
		SP:Iteration 26Q (37929.100000 sec): 3 clusters
  Score: Raw -2426823.432122 + Penalty 3297.093523 = -2423526.338598
  nChanged 38
		SP:Iteration 27Q (37929.380000 sec): 3 clusters
  Score: Raw -2426843.104404 + Penalty 3297.093523 = -2423546.010881
  nChanged 40
		SP:Iteration 28Q (37929.680000 sec): 3 clusters
  Score: Raw -2426863.256897 + Penalty 3297.093523 = -2423566.163373
  nChanged 28
		SP:Iteration 29Q (37930.040000 sec): 3 clusters
  Score: Raw -2426876.357545 + Penalty 3297.093523 = -2423579.264022
  nChanged 24
		SP:Iteration 30Q (37930.350000 sec): 3 clusters
  Score: Raw -2426886.849839 + Penalty 3297.093523 = -2423589.756316
  nChanged 21
		SP:Iteration 31Q (37930.710000 sec): 3 clusters
  Score: Raw -2426894.906357 + Penalty 3297.093523 = -2423597.812834
  nChanged 14
		SP:Iteration 32Q (37931.020000 sec): 3 clusters
  Score: Raw -2426900.445642 + Penalty 3297.093523 = -2423603.352119
  nChanged 12
		SP:Iteration 33Q (37931.410000 sec): 3 clusters
  Score: Raw -2426904.648034 + Penalty 3297.093523 = -2423607.554510
  nChanged 8
		SP:Iteration 34Q (37931.770000 sec): 3 clusters
  Score: Raw -2426906.973129 + Penalty 3297.093523 = -2423609.879606
  nChanged 8
		SP:Iteration 35Q (37932.040000 sec): 3 clusters
  Score: Raw -2426911.796445 + Penalty 3297.093523 = -2423614.702921
  nChanged 11
		SP:Iteration 36Q (37932.430000 sec): 3 clusters
  Score: Raw -2426916.679159 + Penalty 3297.093523 = -2423619.585635
  nChanged 9
		SP:Iteration 37Q (37932.790000 sec): 3 clusters
  Score: Raw -2426919.631456 + Penalty 3297.093523 = -2423622.537933
  nChanged 1
		SP:Iteration 38Q (37933.150000 sec): 3 clusters
  Score: Raw -2426920.047664 + Penalty 3297.093523 = -2423622.954141
  nChanged 3
		SP:Iteration 39Q (37933.470000 sec): 3 clusters
  Score: Raw -2426920.752688 + Penalty 3297.093523 = -2423623.659165
  nChanged 5
		SP:Iteration 40F (37933.830000 sec): 3 clusters
  Score: Raw -2426922.375418 + Penalty 3297.093523 = -2423625.281895
  nChanged 4
		SP:Iteration 41Q (37934.190000 sec): 3 clusters
  Score: Raw -2426923.880183 + Penalty 3297.093523 = -2423626.786660
  nChanged 2
		SP:Iteration 42Q (37934.540000 sec): 3 clusters
  Score: Raw -2426924.522276 + Penalty 3297.093523 = -2423627.428753
  nChanged 2
		SP:Iteration 43Q (37934.790000 sec): 3 clusters
  Score: Raw -2426924.881948 + Penalty 3297.093523 = -2423627.788424
  nChanged 3
		SP:Iteration 44Q (37935.100000 sec): 3 clusters
  Score: Raw -2426926.258314 + Penalty 3297.093523 = -2423629.164791
  nChanged 1
		SP:Iteration 45Q (37935.450000 sec): 3 clusters
  Score: Raw -2426926.978035 + Penalty 3297.093523 = -2423629.884511
  nChanged 2
		SP:Iteration 46Q (37935.810000 sec): 3 clusters
  Score: Raw -2426928.467114 + Penalty 3297.093523 = -2423631.373590
  nChanged 4
		SP:Iteration 47Q (37936.170000 sec): 3 clusters
  Score: Raw -2426929.769887 + Penalty 3297.093523 = -2423632.676364
  nChanged 5
		SP:Iteration 48Q (37936.530000 sec): 3 clusters
  Score: Raw -2426931.054463 + Penalty 3297.093523 = -2423633.960940
  nChanged 6
		SP:Iteration 49Q (37936.880000 sec): 3 clusters
  Score: Raw -2426932.119539 + Penalty 3297.093523 = -2423635.026016
  nChanged 2
		SP:Iteration 50Q (37937.240000 sec): 3 clusters
  Score: Raw -2426932.455553 + Penalty 3297.093523 = -2423635.362030
  nChanged 2
		SP:Iteration 51Q (37937.590000 sec): 3 clusters
  Score: Raw -2426933.141239 + Penalty 3297.093523 = -2423636.047716
  nChanged 3
		SP:Iteration 52Q (37937.950000 sec): 3 clusters
  Score: Raw -2426934.174265 + Penalty 3297.093523 = -2423637.080742
  nChanged 0
		SP:Iteration 53F (37938.310000 sec): 3 clusters
  Score: Raw -2426934.174265 + Penalty 3297.093523 = -2423637.080742
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (7170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37938.430000 sec): 2 clusters
  Score: Raw -612139.191381 + Penalty 1442.619902 = -610696.571479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37938.640000 sec): 3 clusters
  Score: Raw -608261.540471 + Penalty 2885.239803 = -605376.300667
  nChanged 2972
		SP:Iteration 1F (37938.840000 sec): 3 clusters
  Score: Raw -610264.626921 + Penalty 2885.239803 = -607379.387118
  nChanged 687
		SP:Iteration 2F (37939.050000 sec): 3 clusters
  Score: Raw -610891.604367 + Penalty 2885.239803 = -608006.364564
  nChanged 602
		SP:Iteration 3F (37939.250000 sec): 3 clusters
  Score: Raw -611362.147400 + Penalty 2885.239803 = -608476.907597
  nChanged 483
		SP:Iteration 4F (37939.450000 sec): 3 clusters
  Score: Raw -611687.777484 + Penalty 2885.239803 = -608802.537681
  nChanged 361
		SP:Iteration 5F (37939.690000 sec): 3 clusters
  Score: Raw -611897.759236 + Penalty 2885.239803 = -609012.519432
  nChanged 259
		SP:Iteration 6Q (37939.800000 sec): 3 clusters
  Score: Raw -612034.056361 + Penalty 2885.239803 = -609148.816558
  nChanged 219
		SP:Iteration 7Q (37939.910000 sec): 3 clusters
  Score: Raw -612133.437050 + Penalty 2885.239803 = -609248.197246
  nChanged 189
		SP:Iteration 8Q (37940.030000 sec): 3 clusters
  Score: Raw -612225.828912 + Penalty 2885.239803 = -609340.589108
  nChanged 176
		SP:Iteration 9Q (37940.150000 sec): 3 clusters
  Score: Raw -612315.482421 + Penalty 2885.239803 = -609430.242617
  nChanged 164
		SP:Iteration 10Q (37940.260000 sec): 3 clusters
  Score: Raw -612414.954508 + Penalty 2885.239803 = -609529.714705
  nChanged 190
		SP:Iteration 11Q (37940.450000 sec): 3 clusters
  Score: Raw -612518.281676 + Penalty 2885.239803 = -609633.041872
  nChanged 151
		SP:Iteration 12Q (37940.660000 sec): 3 clusters
  Score: Raw -612588.918856 + Penalty 2885.239803 = -609703.679053
  nChanged 112
		SP:Iteration 13Q (37940.780000 sec): 3 clusters
  Score: Raw -612636.213565 + Penalty 2885.239803 = -609750.973762
  nChanged 100
		SP:Iteration 14Q (37940.980000 sec): 3 clusters
  Score: Raw -612669.898774 + Penalty 2885.239803 = -609784.658971
  nChanged 76
		SP:Iteration 15Q (37941.180000 sec): 3 clusters
  Score: Raw -612694.938309 + Penalty 2885.239803 = -609809.698505
  nChanged 64
		SP:Iteration 16Q (37941.380000 sec): 3 clusters
  Score: Raw -612711.992557 + Penalty 2885.239803 = -609826.752754
  nChanged 53
		SP:Iteration 17Q (37941.580000 sec): 3 clusters
  Score: Raw -612726.326137 + Penalty 2885.239803 = -609841.086333
  nChanged 49
		SP:Iteration 18Q (37941.820000 sec): 3 clusters
  Score: Raw -612736.864755 + Penalty 2885.239803 = -609851.624952
  nChanged 31
		SP:Iteration 19Q (37942.030000 sec): 3 clusters
  Score: Raw -612743.316941 + Penalty 2885.239803 = -609858.077138
  nChanged 27
		SP:Iteration 20F (37942.240000 sec): 3 clusters
  Score: Raw -612749.998128 + Penalty 2885.239803 = -609864.758325
  nChanged 21
		SP:Iteration 21Q (37942.440000 sec): 3 clusters
  Score: Raw -612755.066356 + Penalty 2885.239803 = -609869.826553
  nChanged 21
		SP:Iteration 22Q (37942.640000 sec): 3 clusters
  Score: Raw -612759.157250 + Penalty 2885.239803 = -609873.917446
  nChanged 15
		SP:Iteration 23Q (37942.840000 sec): 3 clusters
  Score: Raw -612761.470885 + Penalty 2885.239803 = -609876.231082
  nChanged 10
		SP:Iteration 24Q (37943.050000 sec): 3 clusters
  Score: Raw -612762.869015 + Penalty 2885.239803 = -609877.629212
  nChanged 13
		SP:Iteration 25Q (37943.250000 sec): 3 clusters
  Score: Raw -612765.138448 + Penalty 2885.239803 = -609879.898644
  nChanged 14
		SP:Iteration 26Q (37943.450000 sec): 3 clusters
  Score: Raw -612767.277285 + Penalty 2885.239803 = -609882.037481
  nChanged 9
		SP:Iteration 27Q (37943.650000 sec): 3 clusters
  Score: Raw -612768.716264 + Penalty 2885.239803 = -609883.476460
  nChanged 7
		SP:Iteration 28Q (37943.860000 sec): 3 clusters
  Score: Raw -612770.064923 + Penalty 2885.239803 = -609884.825120
  nChanged 6
		SP:Iteration 29Q (37944.060000 sec): 3 clusters
  Score: Raw -612771.455747 + Penalty 2885.239803 = -609886.215943
  nChanged 6
		SP:Iteration 30Q (37944.260000 sec): 3 clusters
  Score: Raw -612772.515101 + Penalty 2885.239803 = -609887.275297
  nChanged 3
		SP:Iteration 31Q (37944.460000 sec): 3 clusters
  Score: Raw -612773.643412 + Penalty 2885.239803 = -609888.403608
  nChanged 8
		SP:Iteration 32Q (37944.660000 sec): 3 clusters
  Score: Raw -612775.266229 + Penalty 2885.239803 = -609890.026426
  nChanged 11
		SP:Iteration 33Q (37944.860000 sec): 3 clusters
  Score: Raw -612777.179060 + Penalty 2885.239803 = -609891.939256
  nChanged 7
		SP:Iteration 34Q (37945.070000 sec): 3 clusters
  Score: Raw -612777.749244 + Penalty 2885.239803 = -609892.509441
  nChanged 2
		SP:Iteration 35Q (37945.270000 sec): 3 clusters
  Score: Raw -612777.945649 + Penalty 2885.239803 = -609892.705846
  nChanged 3
		SP:Iteration 36Q (37945.480000 sec): 3 clusters
  Score: Raw -612778.807072 + Penalty 2885.239803 = -609893.567268
  nChanged 7
		SP:Iteration 37Q (37945.710000 sec): 3 clusters
  Score: Raw -612779.915305 + Penalty 2885.239803 = -609894.675501
  nChanged 7
		SP:Iteration 38Q (37945.830000 sec): 3 clusters
  Score: Raw -612781.345364 + Penalty 2885.239803 = -609896.105560
  nChanged 10
		SP:Iteration 39Q (37945.940000 sec): 3 clusters
  Score: Raw -612783.242996 + Penalty 2885.239803 = -609898.003193
  nChanged 4
		SP:Iteration 40F (37946.060000 sec): 3 clusters
  Score: Raw -612784.074251 + Penalty 2885.239803 = -609898.834448
  nChanged 3
		SP:Iteration 41Q (37946.170000 sec): 3 clusters
  Score: Raw -612784.430978 + Penalty 2885.239803 = -609899.191175
  nChanged 6
		SP:Iteration 42Q (37946.290000 sec): 3 clusters
  Score: Raw -612785.323166 + Penalty 2885.239803 = -609900.083362
  nChanged 4
		SP:Iteration 43Q (37946.410000 sec): 3 clusters
  Score: Raw -612785.899467 + Penalty 2885.239803 = -609900.659664
  nChanged 7
		SP:Iteration 44Q (37946.520000 sec): 3 clusters
  Score: Raw -612786.963726 + Penalty 2885.239803 = -609901.723923
  nChanged 6
		SP:Iteration 45Q (37946.710000 sec): 3 clusters
  Score: Raw -612787.959710 + Penalty 2885.239803 = -609902.719907
  nChanged 4
		SP:Iteration 46Q (37946.920000 sec): 3 clusters
  Score: Raw -612788.613247 + Penalty 2885.239803 = -609903.373443
  nChanged 2
		SP:Iteration 47Q (37947.130000 sec): 3 clusters
  Score: Raw -612789.086266 + Penalty 2885.239803 = -609903.846463
  nChanged 6
		SP:Iteration 48Q (37947.330000 sec): 3 clusters
  Score: Raw -612790.108792 + Penalty 2885.239803 = -609904.868989
  nChanged 7
		SP:Iteration 49Q (37947.540000 sec): 3 clusters
  Score: Raw -612791.504847 + Penalty 2885.239803 = -609906.265043
  nChanged 9
		SP:Iteration 50Q (37947.740000 sec): 3 clusters
  Score: Raw -612793.478994 + Penalty 2885.239803 = -609908.239191
  nChanged 9
		SP:Iteration 51Q (37947.880000 sec): 3 clusters
  Score: Raw -612795.242190 + Penalty 2885.239803 = -609910.002387
  nChanged 9
		SP:Iteration 52Q (37948.070000 sec): 3 clusters
  Score: Raw -612797.413067 + Penalty 2885.239803 = -609912.173263
  nChanged 9
		SP:Iteration 53Q (37948.270000 sec): 3 clusters
  Score: Raw -612798.898517 + Penalty 2885.239803 = -609913.658714
  nChanged 6
		SP:Iteration 54Q (37948.470000 sec): 3 clusters
  Score: Raw -612800.035354 + Penalty 2885.239803 = -609914.795551
  nChanged 7
		SP:Iteration 55Q (37948.590000 sec): 3 clusters
  Score: Raw -612801.575392 + Penalty 2885.239803 = -609916.335589
  nChanged 6
		SP:Iteration 56Q (37948.700000 sec): 3 clusters
  Score: Raw -612802.690848 + Penalty 2885.239803 = -609917.451045
  nChanged 8
		SP:Iteration 57Q (37948.810000 sec): 3 clusters
  Score: Raw -612804.650239 + Penalty 2885.239803 = -609919.410436
  nChanged 4
		SP:Iteration 58Q (37948.930000 sec): 3 clusters
  Score: Raw -612805.662441 + Penalty 2885.239803 = -609920.422638
  nChanged 4
		SP:Iteration 59Q (37949.060000 sec): 3 clusters
  Score: Raw -612807.093357 + Penalty 2885.239803 = -609921.853553
  nChanged 5
		SP:Iteration 60F (37949.180000 sec): 3 clusters
  Score: Raw -612807.746177 + Penalty 2885.239803 = -609922.506374
  nChanged 2
		SP:Iteration 61Q (37949.310000 sec): 3 clusters
  Score: Raw -612808.169501 + Penalty 2885.239803 = -609922.929697
  nChanged 4
		SP:Iteration 62Q (37949.490000 sec): 3 clusters
  Score: Raw -612808.909077 + Penalty 2885.239803 = -609923.669274
  nChanged 3
		SP:Iteration 63Q (37949.690000 sec): 3 clusters
  Score: Raw -612809.247943 + Penalty 2885.239803 = -609924.008140
  nChanged 2
		SP:Iteration 64Q (37949.890000 sec): 3 clusters
  Score: Raw -612809.462137 + Penalty 2885.239803 = -609924.222333
  nChanged 1
		SP:Iteration 65Q (37950.100000 sec): 3 clusters
  Score: Raw -612809.573949 + Penalty 2885.239803 = -609924.334146
  nChanged 3
		SP:Iteration 66Q (37950.300000 sec): 3 clusters
  Score: Raw -612809.910332 + Penalty 2885.239803 = -609924.670529
  nChanged 0
		SP:Iteration 67F (37950.500000 sec): 3 clusters
  Score: Raw -612809.910332 + Penalty 2885.239803 = -609924.670529
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (6056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37950.610000 sec): 2 clusters
  Score: Raw -413166.638856 + Penalty 1415.180779 = -411751.458076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37950.790000 sec): 3 clusters
  Score: Raw -409941.949668 + Penalty 2830.361558 = -407111.588110
  nChanged 2538
		SP:Iteration 1F (37950.960000 sec): 3 clusters
  Score: Raw -411569.773965 + Penalty 2830.361558 = -408739.412406
  nChanged 562
		SP:Iteration 2F (37951.120000 sec): 3 clusters
  Score: Raw -411992.535710 + Penalty 2830.361558 = -409162.174151
  nChanged 432
		SP:Iteration 3F (37951.290000 sec): 3 clusters
  Score: Raw -412309.991028 + Penalty 2830.361558 = -409479.629469
  nChanged 356
		SP:Iteration 4F (37951.480000 sec): 3 clusters
  Score: Raw -412581.559670 + Penalty 2830.361558 = -409751.198111
  nChanged 324
		SP:Iteration 5F (37951.670000 sec): 3 clusters
  Score: Raw -412820.304049 + Penalty 2830.361558 = -409989.942490
  nChanged 288
		SP:Iteration 6Q (37951.880000 sec): 3 clusters
  Score: Raw -413013.752940 + Penalty 2830.361558 = -410183.391382
  nChanged 249
		SP:Iteration 7Q (37952.070000 sec): 3 clusters
  Score: Raw -413154.548846 + Penalty 2830.361558 = -410324.187287
  nChanged 186
		SP:Iteration 8Q (37952.240000 sec): 3 clusters
  Score: Raw -413256.881110 + Penalty 2830.361558 = -410426.519551
  nChanged 156
		SP:Iteration 9Q (37952.400000 sec): 3 clusters
  Score: Raw -413364.750428 + Penalty 2830.361558 = -410534.388869
  nChanged 147
		SP:Iteration 10Q (37952.510000 sec): 3 clusters
  Score: Raw -413437.584562 + Penalty 2830.361558 = -410607.223004
  nChanged 113
		SP:Iteration 11Q (37952.700000 sec): 3 clusters
  Score: Raw -413495.854029 + Penalty 2830.361558 = -410665.492471
  nChanged 88
		SP:Iteration 12Q (37952.850000 sec): 3 clusters
  Score: Raw -413542.908335 + Penalty 2830.361558 = -410712.546777
  nChanged 98
		SP:Iteration 13Q (37952.980000 sec): 3 clusters
  Score: Raw -413593.604405 + Penalty 2830.361558 = -410763.242847
  nChanged 91
		SP:Iteration 14Q (37953.210000 sec): 3 clusters
  Score: Raw -413644.605945 + Penalty 2830.361558 = -410814.244386
  nChanged 89
		SP:Iteration 15Q (37953.370000 sec): 3 clusters
  Score: Raw -413685.020056 + Penalty 2830.361558 = -410854.658498
  nChanged 66
		SP:Iteration 16Q (37953.460000 sec): 3 clusters
  Score: Raw -413708.516365 + Penalty 2830.361558 = -410878.154807
  nChanged 55
		SP:Iteration 17Q (37953.660000 sec): 3 clusters
  Score: Raw -413730.559175 + Penalty 2830.361558 = -410900.197617
  nChanged 58
		SP:Iteration 18Q (37953.820000 sec): 3 clusters
  Score: Raw -413750.275402 + Penalty 2830.361558 = -410919.913843
  nChanged 41
		SP:Iteration 19Q (37953.990000 sec): 3 clusters
  Score: Raw -413763.250811 + Penalty 2830.361558 = -410932.889253
  nChanged 35
		SP:Iteration 20F (37954.150000 sec): 3 clusters
  Score: Raw -413774.046531 + Penalty 2830.361558 = -410943.684972
  nChanged 33
		SP:Iteration 21Q (37954.320000 sec): 3 clusters
  Score: Raw -413783.027151 + Penalty 2830.361558 = -410952.665592
  nChanged 26
		SP:Iteration 22Q (37954.480000 sec): 3 clusters
  Score: Raw -413788.688886 + Penalty 2830.361558 = -410958.327327
  nChanged 21
		SP:Iteration 23Q (37954.650000 sec): 3 clusters
  Score: Raw -413792.719193 + Penalty 2830.361558 = -410962.357635
  nChanged 15
		SP:Iteration 24Q (37954.810000 sec): 3 clusters
  Score: Raw -413795.617490 + Penalty 2830.361558 = -410965.255932
  nChanged 9
		SP:Iteration 25Q (37954.980000 sec): 3 clusters
  Score: Raw -413797.960978 + Penalty 2830.361558 = -410967.599420
  nChanged 11
		SP:Iteration 26Q (37955.140000 sec): 3 clusters
  Score: Raw -413800.925938 + Penalty 2830.361558 = -410970.564379
  nChanged 14
		SP:Iteration 27Q (37955.310000 sec): 3 clusters
  Score: Raw -413804.585524 + Penalty 2830.361558 = -410974.223966
  nChanged 15
		SP:Iteration 28Q (37955.470000 sec): 3 clusters
  Score: Raw -413808.383091 + Penalty 2830.361558 = -410978.021533
  nChanged 11
		SP:Iteration 29Q (37955.640000 sec): 3 clusters
  Score: Raw -413810.760307 + Penalty 2830.361558 = -410980.398748
  nChanged 10
		SP:Iteration 30Q (37955.830000 sec): 3 clusters
  Score: Raw -413812.326157 + Penalty 2830.361558 = -410981.964599
  nChanged 6
		SP:Iteration 31Q (37955.930000 sec): 3 clusters
  Score: Raw -413813.378584 + Penalty 2830.361558 = -410983.017026
  nChanged 7
		SP:Iteration 32Q (37956.030000 sec): 3 clusters
  Score: Raw -413815.114478 + Penalty 2830.361558 = -410984.752920
  nChanged 10
		SP:Iteration 33Q (37956.130000 sec): 3 clusters
  Score: Raw -413817.001620 + Penalty 2830.361558 = -410986.640062
  nChanged 12
		SP:Iteration 34Q (37956.230000 sec): 3 clusters
  Score: Raw -413819.710299 + Penalty 2830.361558 = -410989.348741
  nChanged 13
		SP:Iteration 35Q (37956.330000 sec): 3 clusters
  Score: Raw -413822.236923 + Penalty 2830.361558 = -410991.875364
  nChanged 9
		SP:Iteration 36Q (37956.510000 sec): 3 clusters
  Score: Raw -413823.498540 + Penalty 2830.361558 = -410993.136981
  nChanged 9
		SP:Iteration 37Q (37956.680000 sec): 3 clusters
  Score: Raw -413824.855852 + Penalty 2830.361558 = -410994.494294
  nChanged 8
		SP:Iteration 38Q (37956.850000 sec): 3 clusters
  Score: Raw -413826.105765 + Penalty 2830.361558 = -410995.744207
  nChanged 5
		SP:Iteration 39Q (37957.010000 sec): 3 clusters
  Score: Raw -413826.793701 + Penalty 2830.361558 = -410996.432143
  nChanged 7
		SP:Iteration 40F (37957.110000 sec): 3 clusters
  Score: Raw -413827.989944 + Penalty 2830.361558 = -410997.628386
  nChanged 10
		SP:Iteration 41Q (37957.210000 sec): 3 clusters
  Score: Raw -413829.804911 + Penalty 2830.361558 = -410999.443353
  nChanged 10
		SP:Iteration 42Q (37957.300000 sec): 3 clusters
  Score: Raw -413831.188247 + Penalty 2830.361558 = -411000.826689
  nChanged 7
		SP:Iteration 43Q (37957.410000 sec): 3 clusters
  Score: Raw -413832.087593 + Penalty 2830.361558 = -411001.726035
  nChanged 4
		SP:Iteration 44Q (37957.500000 sec): 3 clusters
  Score: Raw -413832.560726 + Penalty 2830.361558 = -411002.199167
  nChanged 3
		SP:Iteration 45Q (37957.600000 sec): 3 clusters
  Score: Raw -413832.919518 + Penalty 2830.361558 = -411002.557959
  nChanged 2
		SP:Iteration 46Q (37957.790000 sec): 3 clusters
  Score: Raw -413833.238549 + Penalty 2830.361558 = -411002.876991
  nChanged 2
		SP:Iteration 47Q (37958.010000 sec): 3 clusters
  Score: Raw -413833.768460 + Penalty 2830.361558 = -411003.406902
  nChanged 2
		SP:Iteration 48Q (37958.130000 sec): 3 clusters
  Score: Raw -413834.384939 + Penalty 2830.361558 = -411004.023381
  nChanged 2
		SP:Iteration 49Q (37958.310000 sec): 3 clusters
  Score: Raw -413834.728182 + Penalty 2830.361558 = -411004.366624
  nChanged 0
		SP:Iteration 50F (37958.470000 sec): 3 clusters
  Score: Raw -413834.728182 + Penalty 2830.361558 = -411004.366624
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37958.560000 sec): 2 clusters
  Score: Raw -99705.076723 + Penalty 1147.327409 = -98557.749313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37958.730000 sec): 3 clusters
  Score: Raw -99330.454489 + Penalty 2294.654819 = -97035.799670
  nChanged 356
		SP:Iteration 1F (37958.910000 sec): 3 clusters
  Score: Raw -99648.441897 + Penalty 2294.654819 = -97353.787078
  nChanged 87
		SP:Iteration 2F (37959.090000 sec): 3 clusters
  Score: Raw -99751.300772 + Penalty 2294.654819 = -97456.645953
  nChanged 57
		SP:Iteration 3Q (37959.260000 sec): 3 clusters
  Score: Raw -99820.639831 + Penalty 2294.654819 = -97525.985012
  nChanged 53
		SP:Iteration 4Q (37959.440000 sec): 3 clusters
  Score: Raw -99886.109238 + Penalty 2294.654819 = -97591.454419
  nChanged 43
		SP:Iteration 5Q (37959.610000 sec): 3 clusters
  Score: Raw -99938.338619 + Penalty 2294.654819 = -97643.683800
  nChanged 30
		SP:Iteration 6Q (37959.790000 sec): 3 clusters
  Score: Raw -99967.760677 + Penalty 2294.654819 = -97673.105858
  nChanged 17
		SP:Iteration 7Q (37959.970000 sec): 3 clusters
  Score: Raw -99979.498452 + Penalty 2294.654819 = -97684.843633
  nChanged 13
		SP:Iteration 8Q (37960.140000 sec): 3 clusters
  Score: Raw -99990.999936 + Penalty 2294.654819 = -97696.345117
  nChanged 14
		SP:Iteration 9Q (37960.320000 sec): 3 clusters
  Score: Raw -100003.409112 + Penalty 2294.654819 = -97708.754293
  nChanged 12
		SP:Iteration 10Q (37960.490000 sec): 3 clusters
  Score: Raw -100014.271894 + Penalty 2294.654819 = -97719.617075
  nChanged 9
		SP:Iteration 11Q (37960.670000 sec): 3 clusters
  Score: Raw -100021.916739 + Penalty 2294.654819 = -97727.261920
  nChanged 5
		SP:Iteration 12Q (37960.850000 sec): 3 clusters
  Score: Raw -100024.603992 + Penalty 2294.654819 = -97729.949173
  nChanged 4
		SP:Iteration 13Q (37961.020000 sec): 3 clusters
  Score: Raw -100027.234695 + Penalty 2294.654819 = -97732.579876
  nChanged 6
		SP:Iteration 14Q (37961.200000 sec): 3 clusters
  Score: Raw -100031.283307 + Penalty 2294.654819 = -97736.628488
  nChanged 5
		SP:Iteration 15Q (37961.370000 sec): 3 clusters
  Score: Raw -100036.466696 + Penalty 2294.654819 = -97741.811877
  nChanged 5
		SP:Iteration 16Q (37961.590000 sec): 3 clusters
  Score: Raw -100040.888927 + Penalty 2294.654819 = -97746.234108
  nChanged 2
		SP:Iteration 17Q (37961.760000 sec): 3 clusters
  Score: Raw -100042.239904 + Penalty 2294.654819 = -97747.585085
  nChanged 1
		SP:Iteration 18Q (37961.930000 sec): 3 clusters
  Score: Raw -100043.095403 + Penalty 2294.654819 = -97748.440584
  nChanged 0
		SP:Iteration 19F (37962.110000 sec): 3 clusters
  Score: Raw -100043.095403 + Penalty 2294.654819 = -97748.440584
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (10496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37962.200000 sec): 2 clusters
  Score: Raw -887393.550758 + Penalty 1504.546796 = -885889.003963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37962.420000 sec): 3 clusters
  Score: Raw -881498.835986 + Penalty 3009.093591 = -878489.742394
  nChanged 4513
		SP:Iteration 1F (37962.640000 sec): 3 clusters
  Score: Raw -884309.411387 + Penalty 3009.093591 = -881300.317796
  nChanged 794
		SP:Iteration 2F (37962.860000 sec): 3 clusters
  Score: Raw -884819.420869 + Penalty 3009.093591 = -881810.327278
  nChanged 675
		SP:Iteration 3F (37963.070000 sec): 3 clusters
  Score: Raw -885209.449452 + Penalty 3009.093591 = -882200.355861
  nChanged 572
		SP:Iteration 4F (37963.290000 sec): 3 clusters
  Score: Raw -885520.337874 + Penalty 3009.093591 = -882511.244283
  nChanged 516
		SP:Iteration 5Q (37963.560000 sec): 3 clusters
  Score: Raw -885810.566379 + Penalty 3009.093591 = -882801.472788
  nChanged 460
		SP:Iteration 6Q (37963.780000 sec): 3 clusters
  Score: Raw -886054.510173 + Penalty 3009.093591 = -883045.416582
  nChanged 404
		SP:Iteration 7Q (37964.000000 sec): 3 clusters
  Score: Raw -886277.954908 + Penalty 3009.093591 = -883268.861317
  nChanged 360
		SP:Iteration 8Q (37964.220000 sec): 3 clusters
  Score: Raw -886479.312749 + Penalty 3009.093591 = -883470.219158
  nChanged 329
		SP:Iteration 9Q (37964.440000 sec): 3 clusters
  Score: Raw -886657.879181 + Penalty 3009.093591 = -883648.785589
  nChanged 285
		SP:Iteration 10Q (37964.700000 sec): 3 clusters
  Score: Raw -886792.669196 + Penalty 3009.093591 = -883783.575605
  nChanged 270
		SP:Iteration 11Q (37964.970000 sec): 3 clusters
  Score: Raw -886929.307555 + Penalty 3009.093591 = -883920.213964
  nChanged 243
		SP:Iteration 12Q (37965.230000 sec): 3 clusters
  Score: Raw -887071.514208 + Penalty 3009.093591 = -884062.420617
  nChanged 240
		SP:Iteration 13Q (37965.450000 sec): 3 clusters
  Score: Raw -887208.606391 + Penalty 3009.093591 = -884199.512800
  nChanged 220
		SP:Iteration 14Q (37965.670000 sec): 3 clusters
  Score: Raw -887336.326911 + Penalty 3009.093591 = -884327.233320
  nChanged 199
		SP:Iteration 15Q (37965.890000 sec): 3 clusters
  Score: Raw -887436.604931 + Penalty 3009.093591 = -884427.511340
  nChanged 178
		SP:Iteration 16Q (37966.110000 sec): 3 clusters
  Score: Raw -887499.459187 + Penalty 3009.093591 = -884490.365596
  nChanged 151
		SP:Iteration 17Q (37966.330000 sec): 3 clusters
  Score: Raw -887554.380561 + Penalty 3009.093591 = -884545.286970
  nChanged 128
		SP:Iteration 18Q (37966.550000 sec): 3 clusters
  Score: Raw -887607.543480 + Penalty 3009.093591 = -884598.449889
  nChanged 143
		SP:Iteration 19Q (37966.740000 sec): 3 clusters
  Score: Raw -887657.889399 + Penalty 3009.093591 = -884648.795808
  nChanged 115
		SP:Iteration 20F (37966.960000 sec): 3 clusters
  Score: Raw -887691.076055 + Penalty 3009.093591 = -884681.982463
  nChanged 111
		SP:Iteration 21Q (37967.190000 sec): 3 clusters
  Score: Raw -887720.587545 + Penalty 3009.093591 = -884711.493954
  nChanged 94
		SP:Iteration 22Q (37967.490000 sec): 3 clusters
  Score: Raw -887743.143279 + Penalty 3009.093591 = -884734.049688
  nChanged 80
		SP:Iteration 23Q (37967.630000 sec): 3 clusters
  Score: Raw -887762.480835 + Penalty 3009.093591 = -884753.387244
  nChanged 67
		SP:Iteration 24Q (37967.850000 sec): 3 clusters
  Score: Raw -887776.442573 + Penalty 3009.093591 = -884767.348982
  nChanged 66
		SP:Iteration 25Q (37968.070000 sec): 3 clusters
  Score: Raw -887792.388838 + Penalty 3009.093591 = -884783.295247
  nChanged 65
		SP:Iteration 26Q (37968.290000 sec): 3 clusters
  Score: Raw -887805.358450 + Penalty 3009.093591 = -884796.264859
  nChanged 49
		SP:Iteration 27Q (37968.440000 sec): 3 clusters
  Score: Raw -887815.345235 + Penalty 3009.093591 = -884806.251644
  nChanged 54
		SP:Iteration 28Q (37968.740000 sec): 3 clusters
  Score: Raw -887826.927515 + Penalty 3009.093591 = -884817.833923
  nChanged 51
		SP:Iteration 29Q (37968.930000 sec): 3 clusters
  Score: Raw -887837.586085 + Penalty 3009.093591 = -884828.492493
  nChanged 48
		SP:Iteration 30Q (37969.140000 sec): 3 clusters
  Score: Raw -887847.181170 + Penalty 3009.093591 = -884838.087579
  nChanged 32
		SP:Iteration 31Q (37969.360000 sec): 3 clusters
  Score: Raw -887852.676936 + Penalty 3009.093591 = -884843.583345
  nChanged 40
		SP:Iteration 32Q (37969.580000 sec): 3 clusters
  Score: Raw -887858.273575 + Penalty 3009.093591 = -884849.179984
  nChanged 30
		SP:Iteration 33Q (37969.790000 sec): 3 clusters
  Score: Raw -887863.611884 + Penalty 3009.093591 = -884854.518293
  nChanged 32
		SP:Iteration 34Q (37970.010000 sec): 3 clusters
  Score: Raw -887867.917798 + Penalty 3009.093591 = -884858.824206
  nChanged 26
		SP:Iteration 35Q (37970.230000 sec): 3 clusters
  Score: Raw -887872.078502 + Penalty 3009.093591 = -884862.984911
  nChanged 21
		SP:Iteration 36Q (37970.450000 sec): 3 clusters
  Score: Raw -887875.020927 + Penalty 3009.093591 = -884865.927336
  nChanged 18
		SP:Iteration 37Q (37970.660000 sec): 3 clusters
  Score: Raw -887877.221785 + Penalty 3009.093591 = -884868.128194
  nChanged 16
		SP:Iteration 38Q (37970.880000 sec): 3 clusters
  Score: Raw -887879.072744 + Penalty 3009.093591 = -884869.979153
  nChanged 13
		SP:Iteration 39Q (37971.100000 sec): 3 clusters
  Score: Raw -887880.404439 + Penalty 3009.093591 = -884871.310848
  nChanged 11
		SP:Iteration 40F (37971.320000 sec): 3 clusters
  Score: Raw -887881.371661 + Penalty 3009.093591 = -884872.278070
  nChanged 13
		SP:Iteration 41Q (37971.620000 sec): 3 clusters
  Score: Raw -887882.594728 + Penalty 3009.093591 = -884873.501137
  nChanged 10
		SP:Iteration 42Q (37971.780000 sec): 3 clusters
  Score: Raw -887883.879377 + Penalty 3009.093591 = -884874.785786
  nChanged 12
		SP:Iteration 43Q (37972.020000 sec): 3 clusters
  Score: Raw -887885.082411 + Penalty 3009.093591 = -884875.988820
  nChanged 5
		SP:Iteration 44Q (37972.230000 sec): 3 clusters
  Score: Raw -887885.277803 + Penalty 3009.093591 = -884876.184212
  nChanged 2
		SP:Iteration 45Q (37972.440000 sec): 3 clusters
  Score: Raw -887885.461666 + Penalty 3009.093591 = -884876.368075
  nChanged 1
		SP:Iteration 46Q (37972.660000 sec): 3 clusters
  Score: Raw -887885.521464 + Penalty 3009.093591 = -884876.427873
  nChanged 1
		SP:Iteration 47Q (37972.970000 sec): 3 clusters
  Score: Raw -887885.553445 + Penalty 3009.093591 = -884876.459854
  nChanged 1
		SP:Iteration 48Q (37973.110000 sec): 3 clusters
  Score: Raw -887885.593652 + Penalty 3009.093591 = -884876.500061
  nChanged 0
		SP:Iteration 49F (37973.330000 sec): 3 clusters
  Score: Raw -887885.593652 + Penalty 3009.093591 = -884876.500061
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37973.380000 sec): 2 clusters
  Score: Raw -66963.016892 + Penalty 1101.182386 = -65861.834506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37973.410000 sec): 3 clusters
  Score: Raw -66770.312002 + Penalty 2202.364773 = -64567.947229
  nChanged 249
		SP:Iteration 1F (37973.430000 sec): 3 clusters
  Score: Raw -67160.977129 + Penalty 2202.364773 = -64958.612356
  nChanged 94
		SP:Iteration 2F (37973.460000 sec): 3 clusters
  Score: Raw -67345.401637 + Penalty 2202.364773 = -65143.036865
  nChanged 47
		SP:Iteration 3F (37973.480000 sec): 3 clusters
  Score: Raw -67436.114542 + Penalty 2202.364773 = -65233.749769
  nChanged 24
		SP:Iteration 4Q (37973.510000 sec): 3 clusters
  Score: Raw -67484.334945 + Penalty 2202.364773 = -65281.970173
  nChanged 17
		SP:Iteration 5Q (37973.530000 sec): 3 clusters
  Score: Raw -67519.505014 + Penalty 2202.364773 = -65317.140241
  nChanged 16
		SP:Iteration 6Q (37973.560000 sec): 3 clusters
  Score: Raw -67548.427312 + Penalty 2202.364773 = -65346.062539
  nChanged 15
		SP:Iteration 7Q (37973.580000 sec): 3 clusters
  Score: Raw -67574.420568 + Penalty 2202.364773 = -65372.055796
  nChanged 9
		SP:Iteration 8Q (37973.600000 sec): 3 clusters
  Score: Raw -67586.025306 + Penalty 2202.364773 = -65383.660533
  nChanged 8
		SP:Iteration 9Q (37973.630000 sec): 3 clusters
  Score: Raw -67593.430703 + Penalty 2202.364773 = -65391.065930
  nChanged 6
		SP:Iteration 10Q (37973.650000 sec): 3 clusters
  Score: Raw -67598.749929 + Penalty 2202.364773 = -65396.385156
  nChanged 2
		SP:Iteration 11Q (37973.680000 sec): 3 clusters
  Score: Raw -67600.030600 + Penalty 2202.364773 = -65397.665828
  nChanged 2
		SP:Iteration 12Q (37973.700000 sec): 3 clusters
  Score: Raw -67601.992342 + Penalty 2202.364773 = -65399.627569
  nChanged 1
		SP:Iteration 13Q (37973.730000 sec): 3 clusters
  Score: Raw -67603.142686 + Penalty 2202.364773 = -65400.777913
  nChanged 1
		SP:Iteration 14Q (37973.750000 sec): 3 clusters
  Score: Raw -67603.901325 + Penalty 2202.364773 = -65401.536552
  nChanged 1
		SP:Iteration 15Q (37973.780000 sec): 3 clusters
  Score: Raw -67604.708973 + Penalty 2202.364773 = -65402.344200
  nChanged 2
		SP:Iteration 16Q (37973.800000 sec): 3 clusters
  Score: Raw -67606.224052 + Penalty 2202.364773 = -65403.859279
  nChanged 3
		SP:Iteration 17Q (37973.820000 sec): 3 clusters
  Score: Raw -67610.016066 + Penalty 2202.364773 = -65407.651293
  nChanged 1
		SP:Iteration 18Q (37973.850000 sec): 3 clusters
  Score: Raw -67610.979488 + Penalty 2202.364773 = -65408.614715
  nChanged 4
		SP:Iteration 19Q (37973.870000 sec): 3 clusters
  Score: Raw -67615.485514 + Penalty 2202.364773 = -65413.120741
  nChanged 2
		SP:Iteration 20F (37973.900000 sec): 3 clusters
  Score: Raw -67617.417094 + Penalty 2202.364773 = -65415.052322
  nChanged 2
		SP:Iteration 21Q (37973.920000 sec): 3 clusters
  Score: Raw -67619.140705 + Penalty 2202.364773 = -65416.775933
  nChanged 3
		SP:Iteration 22Q (37973.950000 sec): 3 clusters
  Score: Raw -67622.926276 + Penalty 2202.364773 = -65420.561504
  nChanged 4
		SP:Iteration 23Q (37973.970000 sec): 3 clusters
  Score: Raw -67631.348274 + Penalty 2202.364773 = -65428.983502
  nChanged 8
		SP:Iteration 24Q (37974.000000 sec): 3 clusters
  Score: Raw -67646.462310 + Penalty 2202.364773 = -65444.097537
  nChanged 9
		SP:Iteration 25Q (37974.020000 sec): 3 clusters
  Score: Raw -67673.509317 + Penalty 2202.364773 = -65471.144545
  nChanged 9
		SP:Iteration 26Q (37974.040000 sec): 3 clusters
  Score: Raw -67710.579108 + Penalty 2202.364773 = -65508.214336
  nChanged 13
		SP:Iteration 27Q (37974.070000 sec): 3 clusters
  Score: Raw -67739.049817 + Penalty 2202.364773 = -65536.685045
  nChanged 14
		SP:Iteration 28Q (37974.090000 sec): 3 clusters
  Score: Raw -67779.021394 + Penalty 2202.364773 = -65576.656622
  nChanged 11
		SP:Iteration 29Q (37974.120000 sec): 3 clusters
  Score: Raw -67798.275529 + Penalty 2202.364773 = -65595.910757
  nChanged 11
		SP:Iteration 30Q (37974.140000 sec): 3 clusters
  Score: Raw -67812.527280 + Penalty 2202.364773 = -65610.162508
  nChanged 2
		SP:Iteration 31Q (37974.160000 sec): 3 clusters
  Score: Raw -67814.515855 + Penalty 2202.364773 = -65612.151082
  nChanged 4
		SP:Iteration 32Q (37974.180000 sec): 3 clusters
  Score: Raw -67818.400502 + Penalty 2202.364773 = -65616.035730
  nChanged 1
		SP:Iteration 33Q (37974.210000 sec): 3 clusters
  Score: Raw -67820.175869 + Penalty 2202.364773 = -65617.811097
  nChanged 3
		SP:Iteration 34Q (37974.240000 sec): 3 clusters
  Score: Raw -67826.350582 + Penalty 2202.364773 = -65623.985810
  nChanged 2
		SP:Iteration 35Q (37974.260000 sec): 3 clusters
  Score: Raw -67829.835370 + Penalty 2202.364773 = -65627.470598
  nChanged 2
		SP:Iteration 36Q (37974.280000 sec): 3 clusters
  Score: Raw -67833.143270 + Penalty 2202.364773 = -65630.778498
  nChanged 0
		SP:Iteration 37F (37974.310000 sec): 3 clusters
  Score: Raw -67833.143270 + Penalty 2202.364773 = -65630.778498
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (2501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37974.420000 sec): 2 clusters
  Score: Raw -208317.169526 + Penalty 1271.472464 = -207045.697063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37974.500000 sec): 3 clusters
  Score: Raw -207202.484831 + Penalty 2542.944928 = -204659.539903
  nChanged 895
		SP:Iteration 1F (37974.560000 sec): 3 clusters
  Score: Raw -207764.760855 + Penalty 2542.944928 = -205221.815928
  nChanged 218
		SP:Iteration 2F (37974.610000 sec): 3 clusters
  Score: Raw -207927.020140 + Penalty 2542.944928 = -205384.075212
  nChanged 143
		SP:Iteration 3F (37974.660000 sec): 3 clusters
  Score: Raw -208025.096366 + Penalty 2542.944928 = -205482.151438
  nChanged 109
		SP:Iteration 4Q (37974.720000 sec): 3 clusters
  Score: Raw -208100.453451 + Penalty 2542.944928 = -205557.508523
  nChanged 97
		SP:Iteration 5Q (37974.770000 sec): 3 clusters
  Score: Raw -208170.022294 + Penalty 2542.944928 = -205627.077367
  nChanged 85
		SP:Iteration 6Q (37974.820000 sec): 3 clusters
  Score: Raw -208228.536711 + Penalty 2542.944928 = -205685.591783
  nChanged 82
		SP:Iteration 7Q (37974.880000 sec): 3 clusters
  Score: Raw -208284.695031 + Penalty 2542.944928 = -205741.750103
  nChanged 82
		SP:Iteration 8Q (37974.930000 sec): 3 clusters
  Score: Raw -208339.879491 + Penalty 2542.944928 = -205796.934563
  nChanged 59
		SP:Iteration 9Q (37974.980000 sec): 3 clusters
  Score: Raw -208386.996238 + Penalty 2542.944928 = -205844.051310
  nChanged 53
		SP:Iteration 10Q (37975.040000 sec): 3 clusters
  Score: Raw -208424.211243 + Penalty 2542.944928 = -205881.266315
  nChanged 44
		SP:Iteration 11Q (37975.090000 sec): 3 clusters
  Score: Raw -208447.932803 + Penalty 2542.944928 = -205904.987875
  nChanged 37
		SP:Iteration 12Q (37975.140000 sec): 3 clusters
  Score: Raw -208467.195404 + Penalty 2542.944928 = -205924.250477
  nChanged 28
		SP:Iteration 13Q (37975.200000 sec): 3 clusters
  Score: Raw -208483.109075 + Penalty 2542.944928 = -205940.164147
  nChanged 23
		SP:Iteration 14Q (37975.250000 sec): 3 clusters
  Score: Raw -208493.034841 + Penalty 2542.944928 = -205950.089914
  nChanged 18
		SP:Iteration 15Q (37975.300000 sec): 3 clusters
  Score: Raw -208501.776997 + Penalty 2542.944928 = -205958.832069
  nChanged 24
		SP:Iteration 16Q (37975.360000 sec): 3 clusters
  Score: Raw -208513.104480 + Penalty 2542.944928 = -205970.159552
  nChanged 12
		SP:Iteration 17Q (37975.410000 sec): 3 clusters
  Score: Raw -208518.403213 + Penalty 2542.944928 = -205975.458286
  nChanged 11
		SP:Iteration 18Q (37975.460000 sec): 3 clusters
  Score: Raw -208521.295281 + Penalty 2542.944928 = -205978.350353
  nChanged 5
		SP:Iteration 19Q (37975.520000 sec): 3 clusters
  Score: Raw -208522.633891 + Penalty 2542.944928 = -205979.688964
  nChanged 2
		SP:Iteration 20F (37975.570000 sec): 3 clusters
  Score: Raw -208523.317107 + Penalty 2542.944928 = -205980.372179
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (8943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37975.730000 sec): 2 clusters
  Score: Raw -693310.821151 + Penalty 1478.526787 = -691832.294363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37975.920000 sec): 3 clusters
  Score: Raw -688263.998507 + Penalty 2957.053574 = -685306.944933
  nChanged 3815
		SP:Iteration 1F (37976.110000 sec): 3 clusters
  Score: Raw -690539.089577 + Penalty 2957.053574 = -687582.036003
  nChanged 731
		SP:Iteration 2F (37976.300000 sec): 3 clusters
  Score: Raw -691097.582990 + Penalty 2957.053574 = -688140.529416
  nChanged 738
		SP:Iteration 3F (37976.490000 sec): 3 clusters
  Score: Raw -691702.316992 + Penalty 2957.053574 = -688745.263417
  nChanged 660
		SP:Iteration 4F (37976.690000 sec): 3 clusters
  Score: Raw -692193.374372 + Penalty 2957.053574 = -689236.320797
  nChanged 543
		SP:Iteration 5F (37976.880000 sec): 3 clusters
  Score: Raw -692514.374984 + Penalty 2957.053574 = -689557.321409
  nChanged 390
		SP:Iteration 6Q (37977.070000 sec): 3 clusters
  Score: Raw -692728.448412 + Penalty 2957.053574 = -689771.394837
  nChanged 307
		SP:Iteration 7Q (37977.270000 sec): 3 clusters
  Score: Raw -692874.557695 + Penalty 2957.053574 = -689917.504121
  nChanged 244
		SP:Iteration 8Q (37977.450000 sec): 3 clusters
  Score: Raw -692994.128721 + Penalty 2957.053574 = -690037.075147
  nChanged 227
		SP:Iteration 9Q (37977.650000 sec): 3 clusters
  Score: Raw -693098.498107 + Penalty 2957.053574 = -690141.444533
  nChanged 233
		SP:Iteration 10Q (37977.840000 sec): 3 clusters
  Score: Raw -693196.334732 + Penalty 2957.053574 = -690239.281157
  nChanged 182
		SP:Iteration 11Q (37978.030000 sec): 3 clusters
  Score: Raw -693268.950687 + Penalty 2957.053574 = -690311.897112
  nChanged 155
		SP:Iteration 12Q (37978.230000 sec): 3 clusters
  Score: Raw -693316.766621 + Penalty 2957.053574 = -690359.713047
  nChanged 110
		SP:Iteration 13Q (37978.420000 sec): 3 clusters
  Score: Raw -693347.823948 + Penalty 2957.053574 = -690390.770373
  nChanged 92
		SP:Iteration 14Q (37978.610000 sec): 3 clusters
  Score: Raw -693370.968199 + Penalty 2957.053574 = -690413.914624
  nChanged 66
		SP:Iteration 15Q (37978.800000 sec): 3 clusters
  Score: Raw -693393.522474 + Penalty 2957.053574 = -690436.468899
  nChanged 65
		SP:Iteration 16Q (37979.000000 sec): 3 clusters
  Score: Raw -693414.350555 + Penalty 2957.053574 = -690457.296981
  nChanged 60
		SP:Iteration 17Q (37979.180000 sec): 3 clusters
  Score: Raw -693431.795887 + Penalty 2957.053574 = -690474.742312
  nChanged 65
		SP:Iteration 18Q (37979.370000 sec): 3 clusters
  Score: Raw -693448.861496 + Penalty 2957.053574 = -690491.807922
  nChanged 59
		SP:Iteration 19Q (37979.560000 sec): 3 clusters
  Score: Raw -693465.210485 + Penalty 2957.053574 = -690508.156911
  nChanged 48
		SP:Iteration 20F (37979.750000 sec): 3 clusters
  Score: Raw -693475.800802 + Penalty 2957.053574 = -690518.747228
  nChanged 37
		SP:Iteration 21Q (37979.940000 sec): 3 clusters
  Score: Raw -693483.655214 + Penalty 2957.053574 = -690526.601640
  nChanged 29
		SP:Iteration 22Q (37980.140000 sec): 3 clusters
  Score: Raw -693490.333995 + Penalty 2957.053574 = -690533.280421
  nChanged 26
		SP:Iteration 23Q (37980.330000 sec): 3 clusters
  Score: Raw -693494.518476 + Penalty 2957.053574 = -690537.464902
  nChanged 25
		SP:Iteration 24Q (37980.530000 sec): 3 clusters
  Score: Raw -693499.278614 + Penalty 2957.053574 = -690542.225040
  nChanged 23
		SP:Iteration 25Q (37980.730000 sec): 3 clusters
  Score: Raw -693503.928424 + Penalty 2957.053574 = -690546.874850
  nChanged 22
		SP:Iteration 26Q (37980.910000 sec): 3 clusters
  Score: Raw -693507.269839 + Penalty 2957.053574 = -690550.216265
  nChanged 17
		SP:Iteration 27Q (37981.110000 sec): 3 clusters
  Score: Raw -693510.709711 + Penalty 2957.053574 = -690553.656137
  nChanged 22
		SP:Iteration 28Q (37981.300000 sec): 3 clusters
  Score: Raw -693515.329129 + Penalty 2957.053574 = -690558.275555
  nChanged 28
		SP:Iteration 29Q (37981.490000 sec): 3 clusters
  Score: Raw -693522.032706 + Penalty 2957.053574 = -690564.979132
  nChanged 36
		SP:Iteration 30Q (37981.680000 sec): 3 clusters
  Score: Raw -693530.406635 + Penalty 2957.053574 = -690573.353061
  nChanged 29
		SP:Iteration 31Q (37981.870000 sec): 3 clusters
  Score: Raw -693535.752878 + Penalty 2957.053574 = -690578.699304
  nChanged 23
		SP:Iteration 32Q (37982.070000 sec): 3 clusters
  Score: Raw -693541.428040 + Penalty 2957.053574 = -690584.374466
  nChanged 23
		SP:Iteration 33Q (37982.260000 sec): 3 clusters
  Score: Raw -693546.131113 + Penalty 2957.053574 = -690589.077539
  nChanged 25
		SP:Iteration 34Q (37982.500000 sec): 3 clusters
  Score: Raw -693551.081743 + Penalty 2957.053574 = -690594.028169
  nChanged 21
		SP:Iteration 35Q (37982.690000 sec): 3 clusters
  Score: Raw -693555.240035 + Penalty 2957.053574 = -690598.186461
  nChanged 26
		SP:Iteration 36Q (37982.870000 sec): 3 clusters
  Score: Raw -693559.564470 + Penalty 2957.053574 = -690602.510896
  nChanged 23
		SP:Iteration 37Q (37983.040000 sec): 3 clusters
  Score: Raw -693566.593716 + Penalty 2957.053574 = -690609.540142
  nChanged 28
		SP:Iteration 38Q (37983.200000 sec): 3 clusters
  Score: Raw -693573.876301 + Penalty 2957.053574 = -690616.822727
  nChanged 25
		SP:Iteration 39Q (37983.340000 sec): 3 clusters
  Score: Raw -693578.921929 + Penalty 2957.053574 = -690621.868355
  nChanged 16
		SP:Iteration 40F (37983.520000 sec): 3 clusters
  Score: Raw -693581.613080 + Penalty 2957.053574 = -690624.559505
  nChanged 12
		SP:Iteration 41Q (37983.720000 sec): 3 clusters
  Score: Raw -693584.255821 + Penalty 2957.053574 = -690627.202247
  nChanged 13
		SP:Iteration 42Q (37983.910000 sec): 3 clusters
  Score: Raw -693587.077955 + Penalty 2957.053574 = -690630.024380
  nChanged 14
		SP:Iteration 43Q (37984.090000 sec): 3 clusters
  Score: Raw -693589.829382 + Penalty 2957.053574 = -690632.775808
  nChanged 23
		SP:Iteration 44Q (37984.380000 sec): 3 clusters
  Score: Raw -693593.802061 + Penalty 2957.053574 = -690636.748487
  nChanged 19
		SP:Iteration 45Q (37984.530000 sec): 3 clusters
  Score: Raw -693596.801626 + Penalty 2957.053574 = -690639.748052
  nChanged 18
		SP:Iteration 46Q (37984.720000 sec): 3 clusters
  Score: Raw -693599.539191 + Penalty 2957.053574 = -690642.485617
  nChanged 15
		SP:Iteration 47Q (37984.910000 sec): 3 clusters
  Score: Raw -693601.821179 + Penalty 2957.053574 = -690644.767605
  nChanged 15
		SP:Iteration 48Q (37985.100000 sec): 3 clusters
  Score: Raw -693603.869862 + Penalty 2957.053574 = -690646.816288
  nChanged 11
		SP:Iteration 49Q (37985.340000 sec): 3 clusters
  Score: Raw -693604.972259 + Penalty 2957.053574 = -690647.918685
  nChanged 13
		SP:Iteration 50Q (37985.530000 sec): 3 clusters
  Score: Raw -693607.452283 + Penalty 2957.053574 = -690650.398709
  nChanged 14
		SP:Iteration 51Q (37985.710000 sec): 3 clusters
  Score: Raw -693609.806044 + Penalty 2957.053574 = -690652.752470
  nChanged 19
		SP:Iteration 52Q (37985.910000 sec): 3 clusters
  Score: Raw -693613.242188 + Penalty 2957.053574 = -690656.188614
  nChanged 19
		SP:Iteration 53Q (37986.110000 sec): 3 clusters
  Score: Raw -693615.905040 + Penalty 2957.053574 = -690658.851466
  nChanged 8
		SP:Iteration 54Q (37986.290000 sec): 3 clusters
  Score: Raw -693617.100943 + Penalty 2957.053574 = -690660.047369
  nChanged 9
		SP:Iteration 55Q (37986.480000 sec): 3 clusters
  Score: Raw -693619.778781 + Penalty 2957.053574 = -690662.725207
  nChanged 11
		SP:Iteration 56Q (37986.670000 sec): 3 clusters
  Score: Raw -693622.114772 + Penalty 2957.053574 = -690665.061198
  nChanged 9
		SP:Iteration 57Q (37986.860000 sec): 3 clusters
  Score: Raw -693623.705337 + Penalty 2957.053574 = -690666.651763
  nChanged 11
		SP:Iteration 58Q (37987.050000 sec): 3 clusters
  Score: Raw -693625.633937 + Penalty 2957.053574 = -690668.580363
  nChanged 15
		SP:Iteration 59Q (37987.250000 sec): 3 clusters
  Score: Raw -693627.516235 + Penalty 2957.053574 = -690670.462661
  nChanged 11
		SP:Iteration 60F (37987.430000 sec): 3 clusters
  Score: Raw -693629.400686 + Penalty 2957.053574 = -690672.347112
  nChanged 13
		SP:Iteration 61Q (37987.630000 sec): 3 clusters
  Score: Raw -693631.417960 + Penalty 2957.053574 = -690674.364385
  nChanged 18
		SP:Iteration 62Q (37987.820000 sec): 3 clusters
  Score: Raw -693634.088251 + Penalty 2957.053574 = -690677.034677
  nChanged 15
		SP:Iteration 63Q (37988.000000 sec): 3 clusters
  Score: Raw -693635.961313 + Penalty 2957.053574 = -690678.907739
  nChanged 7
		SP:Iteration 64Q (37988.190000 sec): 3 clusters
  Score: Raw -693636.704002 + Penalty 2957.053574 = -690679.650428
  nChanged 2
		SP:Iteration 65Q (37988.400000 sec): 3 clusters
  Score: Raw -693636.832002 + Penalty 2957.053574 = -690679.778428
  nChanged 1
		SP:Iteration 66Q (37988.580000 sec): 3 clusters
  Score: Raw -693636.968500 + Penalty 2957.053574 = -690679.914926
  nChanged 1
		SP:Iteration 67Q (37988.770000 sec): 3 clusters
  Score: Raw -693637.116600 + Penalty 2957.053574 = -690680.063025
  nChanged 1
		SP:Iteration 68Q (37988.960000 sec): 3 clusters
  Score: Raw -693637.226464 + Penalty 2957.053574 = -690680.172890
  nChanged 3
		SP:Iteration 69Q (37989.140000 sec): 3 clusters
  Score: Raw -693638.012634 + Penalty 2957.053574 = -690680.959060
  nChanged 7
		SP:Iteration 70Q (37989.340000 sec): 3 clusters
  Score: Raw -693639.041887 + Penalty 2957.053574 = -690681.988313
  nChanged 7
		SP:Iteration 71Q (37989.530000 sec): 3 clusters
  Score: Raw -693639.882079 + Penalty 2957.053574 = -690682.828505
  nChanged 7
		SP:Iteration 72Q (37989.720000 sec): 3 clusters
  Score: Raw -693641.028738 + Penalty 2957.053574 = -690683.975163
  nChanged 8
		SP:Iteration 73Q (37989.890000 sec): 3 clusters
  Score: Raw -693642.129911 + Penalty 2957.053574 = -690685.076337
  nChanged 11
		SP:Iteration 74Q (37990.020000 sec): 3 clusters
  Score: Raw -693643.636546 + Penalty 2957.053574 = -690686.582972
  nChanged 9
		SP:Iteration 75Q (37990.150000 sec): 3 clusters
  Score: Raw -693644.810298 + Penalty 2957.053574 = -690687.756724
  nChanged 5
		SP:Iteration 76Q (37990.370000 sec): 3 clusters
  Score: Raw -693645.670676 + Penalty 2957.053574 = -690688.617102
  nChanged 8
		SP:Iteration 77Q (37990.610000 sec): 3 clusters
  Score: Raw -693647.052620 + Penalty 2957.053574 = -690689.999046
  nChanged 8
		SP:Iteration 78Q (37990.800000 sec): 3 clusters
  Score: Raw -693648.303478 + Penalty 2957.053574 = -690691.249904
  nChanged 4
		SP:Iteration 79Q (37990.990000 sec): 3 clusters
  Score: Raw -693648.899809 + Penalty 2957.053574 = -690691.846235
  nChanged 3
		SP:Iteration 80F (37991.170000 sec): 3 clusters
  Score: Raw -693649.138296 + Penalty 2957.053574 = -690692.084722
  nChanged 1
		SP:Iteration 81Q (37991.360000 sec): 3 clusters
  Score: Raw -693649.268443 + Penalty 2957.053574 = -690692.214869
  nChanged 2
		SP:Iteration 82Q (37991.550000 sec): 3 clusters
  Score: Raw -693649.826395 + Penalty 2957.053574 = -690692.772821
  nChanged 3
		SP:Iteration 83Q (37991.730000 sec): 3 clusters
  Score: Raw -693650.387312 + Penalty 2957.053574 = -690693.333738
  nChanged 5
		SP:Iteration 84Q (37991.930000 sec): 3 clusters
  Score: Raw -693650.858944 + Penalty 2957.053574 = -690693.805369
  nChanged 3
		SP:Iteration 85Q (37992.120000 sec): 3 clusters
  Score: Raw -693651.114012 + Penalty 2957.053574 = -690694.060438
  nChanged 2
		SP:Iteration 86Q (37992.310000 sec): 3 clusters
  Score: Raw -693651.303044 + Penalty 2957.053574 = -690694.249470
  nChanged 3
		SP:Iteration 87Q (37992.550000 sec): 3 clusters
  Score: Raw -693651.572760 + Penalty 2957.053574 = -690694.519186
  nChanged 3
		SP:Iteration 88Q (37992.780000 sec): 3 clusters
  Score: Raw -693651.812653 + Penalty 2957.053574 = -690694.759079
  nChanged 2
		SP:Iteration 89Q (37992.920000 sec): 3 clusters
  Score: Raw -693652.291170 + Penalty 2957.053574 = -690695.237596
  nChanged 3
		SP:Iteration 90Q (37993.110000 sec): 3 clusters
  Score: Raw -693652.629066 + Penalty 2957.053574 = -690695.575492
  nChanged 3
		SP:Iteration 91Q (37993.300000 sec): 3 clusters
  Score: Raw -693652.862888 + Penalty 2957.053574 = -690695.809314
  nChanged 3
		SP:Iteration 92Q (37993.500000 sec): 3 clusters
  Score: Raw -693653.142732 + Penalty 2957.053574 = -690696.089158
  nChanged 0
		SP:Iteration 93F (37993.680000 sec): 3 clusters
  Score: Raw -693653.142732 + Penalty 2957.053574 = -690696.089158
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (2172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37993.800000 sec): 2 clusters
  Score: Raw -166953.442614 + Penalty 1248.553098 = -165704.889516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37993.970000 sec): 3 clusters
  Score: Raw -165995.056911 + Penalty 2497.106196 = -163497.950715
  nChanged 764
		SP:Iteration 1F (37994.140000 sec): 3 clusters
  Score: Raw -166533.632987 + Penalty 2497.106196 = -164036.526790
  nChanged 170
		SP:Iteration 2F (37994.320000 sec): 3 clusters
  Score: Raw -166680.877492 + Penalty 2497.106196 = -164183.771296
  nChanged 132
		SP:Iteration 3F (37994.500000 sec): 3 clusters
  Score: Raw -166831.323771 + Penalty 2497.106196 = -164334.217575
  nChanged 108
		SP:Iteration 4Q (37994.670000 sec): 3 clusters
  Score: Raw -166956.551446 + Penalty 2497.106196 = -164459.445250
  nChanged 97
		SP:Iteration 5Q (37994.850000 sec): 3 clusters
  Score: Raw -167043.657703 + Penalty 2497.106196 = -164546.551507
  nChanged 73
		SP:Iteration 6Q (37995.020000 sec): 3 clusters
  Score: Raw -167117.773504 + Penalty 2497.106196 = -164620.667307
  nChanged 70
		SP:Iteration 7Q (37995.200000 sec): 3 clusters
  Score: Raw -167186.142234 + Penalty 2497.106196 = -164689.036038
  nChanged 61
		SP:Iteration 8Q (37995.380000 sec): 3 clusters
  Score: Raw -167236.184509 + Penalty 2497.106196 = -164739.078312
  nChanged 50
		SP:Iteration 9Q (37995.550000 sec): 3 clusters
  Score: Raw -167276.098181 + Penalty 2497.106196 = -164778.991985
  nChanged 38
		SP:Iteration 10Q (37995.720000 sec): 3 clusters
  Score: Raw -167304.368849 + Penalty 2497.106196 = -164807.262652
  nChanged 29
		SP:Iteration 11Q (37995.900000 sec): 3 clusters
  Score: Raw -167319.573657 + Penalty 2497.106196 = -164822.467461
  nChanged 18
		SP:Iteration 12Q (37996.080000 sec): 3 clusters
  Score: Raw -167328.288597 + Penalty 2497.106196 = -164831.182401
  nChanged 12
		SP:Iteration 13Q (37996.250000 sec): 3 clusters
  Score: Raw -167336.475184 + Penalty 2497.106196 = -164839.368988
  nChanged 11
		SP:Iteration 14Q (37996.430000 sec): 3 clusters
  Score: Raw -167348.857133 + Penalty 2497.106196 = -164851.750937
  nChanged 14
		SP:Iteration 15Q (37996.600000 sec): 3 clusters
  Score: Raw -167359.866296 + Penalty 2497.106196 = -164862.760100
  nChanged 8
		SP:Iteration 16Q (37996.780000 sec): 3 clusters
  Score: Raw -167364.333816 + Penalty 2497.106196 = -164867.227619
  nChanged 4
		SP:Iteration 17Q (37996.960000 sec): 3 clusters
  Score: Raw -167366.546168 + Penalty 2497.106196 = -164869.439972
  nChanged 3
		SP:Iteration 18Q (37997.130000 sec): 3 clusters
  Score: Raw -167368.946570 + Penalty 2497.106196 = -164871.840373
  nChanged 3
		SP:Iteration 19Q (37997.310000 sec): 3 clusters
  Score: Raw -167370.881162 + Penalty 2497.106196 = -164873.774966
  nChanged 3
		SP:Iteration 20F (37997.480000 sec): 3 clusters
  Score: Raw -167372.269397 + Penalty 2497.106196 = -164875.163201
  nChanged 2
		SP:Iteration 21Q (37997.660000 sec): 3 clusters
  Score: Raw -167373.331955 + Penalty 2497.106196 = -164876.225759
  nChanged 2
		SP:Iteration 22Q (37997.840000 sec): 3 clusters
  Score: Raw -167373.668801 + Penalty 2497.106196 = -164876.562605
  nChanged 1
		SP:Iteration 23Q (37998.010000 sec): 3 clusters
  Score: Raw -167373.894037 + Penalty 2497.106196 = -164876.787841
  nChanged 0
		SP:Iteration 24F (37998.190000 sec): 3 clusters
  Score: Raw -167373.894037 + Penalty 2497.106196 = -164876.787841
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (8041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37998.310000 sec): 2 clusters
  Score: Raw -690745.941379 + Penalty 1461.250169 = -689284.691210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37998.530000 sec): 3 clusters
  Score: Raw -686410.671161 + Penalty 2922.500338 = -683488.170823
  nChanged 3372
		SP:Iteration 1F (37998.720000 sec): 3 clusters
  Score: Raw -688500.572670 + Penalty 2922.500338 = -685578.072332
  nChanged 723
		SP:Iteration 2F (37998.920000 sec): 3 clusters
  Score: Raw -689035.301387 + Penalty 2922.500338 = -686112.801049
  nChanged 600
		SP:Iteration 3F (37999.120000 sec): 3 clusters
  Score: Raw -689485.116074 + Penalty 2922.500338 = -686562.615736
  nChanged 518
		SP:Iteration 4F (37999.310000 sec): 3 clusters
  Score: Raw -689852.018432 + Penalty 2922.500338 = -686929.518094
  nChanged 434
		SP:Iteration 5F (37999.510000 sec): 3 clusters
  Score: Raw -690105.913785 + Penalty 2922.500338 = -687183.413447
  nChanged 329
		SP:Iteration 6Q (37999.710000 sec): 3 clusters
  Score: Raw -690258.357485 + Penalty 2922.500338 = -687335.857146
  nChanged 245
		SP:Iteration 7Q (37999.900000 sec): 3 clusters
  Score: Raw -690358.502289 + Penalty 2922.500338 = -687436.001951
  nChanged 161
		SP:Iteration 8Q (38000.100000 sec): 3 clusters
  Score: Raw -690417.530861 + Penalty 2922.500338 = -687495.030523
  nChanged 151
		SP:Iteration 9Q (38000.300000 sec): 3 clusters
  Score: Raw -690471.167722 + Penalty 2922.500338 = -687548.667384
  nChanged 127
		SP:Iteration 10Q (38000.500000 sec): 3 clusters
  Score: Raw -690511.744582 + Penalty 2922.500338 = -687589.244244
  nChanged 110
		SP:Iteration 11Q (38000.690000 sec): 3 clusters
  Score: Raw -690554.217822 + Penalty 2922.500338 = -687631.717484
  nChanged 103
		SP:Iteration 12Q (38000.910000 sec): 3 clusters
  Score: Raw -690593.410211 + Penalty 2922.500338 = -687670.909873
  nChanged 106
		SP:Iteration 13Q (38001.110000 sec): 3 clusters
  Score: Raw -690627.613142 + Penalty 2922.500338 = -687705.112804
  nChanged 95
		SP:Iteration 14Q (38001.300000 sec): 3 clusters
  Score: Raw -690657.126549 + Penalty 2922.500338 = -687734.626211
  nChanged 90
		SP:Iteration 15Q (38001.430000 sec): 3 clusters
  Score: Raw -690688.648036 + Penalty 2922.500338 = -687766.147698
  nChanged 85
		SP:Iteration 16Q (38001.560000 sec): 3 clusters
  Score: Raw -690717.768609 + Penalty 2922.500338 = -687795.268271
  nChanged 66
		SP:Iteration 17Q (38001.690000 sec): 3 clusters
  Score: Raw -690744.704314 + Penalty 2922.500338 = -687822.203976
  nChanged 59
		SP:Iteration 18Q (38001.820000 sec): 3 clusters
  Score: Raw -690768.717253 + Penalty 2922.500338 = -687846.216915
  nChanged 52
		SP:Iteration 19Q (38002.020000 sec): 3 clusters
  Score: Raw -690786.493408 + Penalty 2922.500338 = -687863.993070
  nChanged 51
		SP:Iteration 20F (38002.150000 sec): 3 clusters
  Score: Raw -690808.525331 + Penalty 2922.500338 = -687886.024993
  nChanged 51
		SP:Iteration 21Q (38002.350000 sec): 3 clusters
  Score: Raw -690831.879328 + Penalty 2922.500338 = -687909.378990
  nChanged 58
		SP:Iteration 22Q (38002.540000 sec): 3 clusters
  Score: Raw -690858.101354 + Penalty 2922.500338 = -687935.601016
  nChanged 54
		SP:Iteration 23Q (38002.670000 sec): 3 clusters
  Score: Raw -690878.938751 + Penalty 2922.500338 = -687956.438413
  nChanged 57
		SP:Iteration 24Q (38002.800000 sec): 3 clusters
  Score: Raw -690895.857907 + Penalty 2922.500338 = -687973.357569
  nChanged 56
		SP:Iteration 25Q (38003.020000 sec): 3 clusters
  Score: Raw -690917.185718 + Penalty 2922.500338 = -687994.685380
  nChanged 54
		SP:Iteration 26Q (38003.220000 sec): 3 clusters
  Score: Raw -690937.029346 + Penalty 2922.500338 = -688014.529008
  nChanged 41
		SP:Iteration 27Q (38003.420000 sec): 3 clusters
  Score: Raw -690950.142591 + Penalty 2922.500338 = -688027.642253
  nChanged 49
		SP:Iteration 28Q (38003.620000 sec): 3 clusters
  Score: Raw -690965.383993 + Penalty 2922.500338 = -688042.883655
  nChanged 46
		SP:Iteration 29Q (38003.810000 sec): 3 clusters
  Score: Raw -690978.159996 + Penalty 2922.500338 = -688055.659658
  nChanged 43
		SP:Iteration 30Q (38004.020000 sec): 3 clusters
  Score: Raw -690989.297304 + Penalty 2922.500338 = -688066.796966
  nChanged 30
		SP:Iteration 31Q (38004.210000 sec): 3 clusters
  Score: Raw -690996.937356 + Penalty 2922.500338 = -688074.437018
  nChanged 20
		SP:Iteration 32Q (38004.410000 sec): 3 clusters
  Score: Raw -691003.479789 + Penalty 2922.500338 = -688080.979451
  nChanged 24
		SP:Iteration 33Q (38004.610000 sec): 3 clusters
  Score: Raw -691011.276004 + Penalty 2922.500338 = -688088.775666
  nChanged 24
		SP:Iteration 34Q (38004.810000 sec): 3 clusters
  Score: Raw -691017.209329 + Penalty 2922.500338 = -688094.708991
  nChanged 28
		SP:Iteration 35Q (38005.000000 sec): 3 clusters
  Score: Raw -691026.099837 + Penalty 2922.500338 = -688103.599499
  nChanged 28
		SP:Iteration 36Q (38005.200000 sec): 3 clusters
  Score: Raw -691034.708206 + Penalty 2922.500338 = -688112.207868
  nChanged 31
		SP:Iteration 37Q (38005.400000 sec): 3 clusters
  Score: Raw -691043.863077 + Penalty 2922.500338 = -688121.362739
  nChanged 32
		SP:Iteration 38Q (38005.600000 sec): 3 clusters
  Score: Raw -691051.673050 + Penalty 2922.500338 = -688129.172711
  nChanged 19
		SP:Iteration 39Q (38005.800000 sec): 3 clusters
  Score: Raw -691057.603166 + Penalty 2922.500338 = -688135.102828
  nChanged 29
		SP:Iteration 40F (38005.990000 sec): 3 clusters
  Score: Raw -691066.114735 + Penalty 2922.500338 = -688143.614397
  nChanged 31
		SP:Iteration 41Q (38006.190000 sec): 3 clusters
  Score: Raw -691076.007783 + Penalty 2922.500338 = -688153.507445
  nChanged 26
		SP:Iteration 42Q (38006.390000 sec): 3 clusters
  Score: Raw -691083.776758 + Penalty 2922.500338 = -688161.276420
  nChanged 31
		SP:Iteration 43Q (38006.600000 sec): 3 clusters
  Score: Raw -691090.223348 + Penalty 2922.500338 = -688167.723010
  nChanged 25
		SP:Iteration 44Q (38006.810000 sec): 3 clusters
  Score: Raw -691098.598190 + Penalty 2922.500338 = -688176.097852
  nChanged 33
		SP:Iteration 45Q (38007.010000 sec): 3 clusters
  Score: Raw -691112.094059 + Penalty 2922.500338 = -688189.593721
  nChanged 43
		SP:Iteration 46Q (38007.210000 sec): 3 clusters
  Score: Raw -691126.282654 + Penalty 2922.500338 = -688203.782316
  nChanged 40
		SP:Iteration 47Q (38007.400000 sec): 3 clusters
  Score: Raw -691138.081305 + Penalty 2922.500338 = -688215.580967
  nChanged 32
		SP:Iteration 48Q (38007.610000 sec): 3 clusters
  Score: Raw -691146.092089 + Penalty 2922.500338 = -688223.591751
  nChanged 30
		SP:Iteration 49Q (38007.790000 sec): 3 clusters
  Score: Raw -691154.352634 + Penalty 2922.500338 = -688231.852296
  nChanged 28
		SP:Iteration 50Q (38007.910000 sec): 3 clusters
  Score: Raw -691160.656385 + Penalty 2922.500338 = -688238.156047
  nChanged 28
		SP:Iteration 51Q (38008.130000 sec): 3 clusters
  Score: Raw -691167.330600 + Penalty 2922.500338 = -688244.830262
  nChanged 32
		SP:Iteration 52Q (38008.320000 sec): 3 clusters
  Score: Raw -691176.299651 + Penalty 2922.500338 = -688253.799313
  nChanged 33
		SP:Iteration 53Q (38008.520000 sec): 3 clusters
  Score: Raw -691188.769050 + Penalty 2922.500338 = -688266.268712
  nChanged 34
		SP:Iteration 54Q (38008.720000 sec): 3 clusters
  Score: Raw -691201.151047 + Penalty 2922.500338 = -688278.650709
  nChanged 45
		SP:Iteration 55Q (38008.920000 sec): 3 clusters
  Score: Raw -691216.350662 + Penalty 2922.500338 = -688293.850324
  nChanged 53
		SP:Iteration 56Q (38009.120000 sec): 3 clusters
  Score: Raw -691232.949672 + Penalty 2922.500338 = -688310.449334
  nChanged 48
		SP:Iteration 57Q (38009.320000 sec): 3 clusters
  Score: Raw -691248.446653 + Penalty 2922.500338 = -688325.946315
  nChanged 45
		SP:Iteration 58Q (38009.520000 sec): 3 clusters
  Score: Raw -691260.599032 + Penalty 2922.500338 = -688338.098694
  nChanged 39
		SP:Iteration 59Q (38009.710000 sec): 3 clusters
  Score: Raw -691269.193730 + Penalty 2922.500338 = -688346.693392
  nChanged 31
		SP:Iteration 60F (38009.900000 sec): 3 clusters
  Score: Raw -691278.324338 + Penalty 2922.500338 = -688355.824000
  nChanged 39
		SP:Iteration 61Q (38010.100000 sec): 3 clusters
  Score: Raw -691288.925259 + Penalty 2922.500338 = -688366.424921
  nChanged 46
		SP:Iteration 62Q (38010.320000 sec): 3 clusters
  Score: Raw -691301.999080 + Penalty 2922.500338 = -688379.498742
  nChanged 44
		SP:Iteration 63Q (38010.500000 sec): 3 clusters
  Score: Raw -691313.889208 + Penalty 2922.500338 = -688391.388870
  nChanged 48
		SP:Iteration 64Q (38010.620000 sec): 3 clusters
  Score: Raw -691328.435215 + Penalty 2922.500338 = -688405.934877
  nChanged 48
		SP:Iteration 65Q (38010.840000 sec): 3 clusters
  Score: Raw -691342.626548 + Penalty 2922.500338 = -688420.126210
  nChanged 60
		SP:Iteration 66Q (38011.020000 sec): 3 clusters
  Score: Raw -691368.778863 + Penalty 2922.500338 = -688446.278525
  nChanged 64
		SP:Iteration 67Q (38011.220000 sec): 3 clusters
  Score: Raw -691391.648762 + Penalty 2922.500338 = -688469.148424
  nChanged 64
		SP:Iteration 68Q (38011.420000 sec): 3 clusters
  Score: Raw -691412.777184 + Penalty 2922.500338 = -688490.276846
  nChanged 59
		SP:Iteration 69Q (38011.610000 sec): 3 clusters
  Score: Raw -691432.475838 + Penalty 2922.500338 = -688509.975500
  nChanged 57
		SP:Iteration 70Q (38011.810000 sec): 3 clusters
  Score: Raw -691447.728849 + Penalty 2922.500338 = -688525.228511
  nChanged 38
		SP:Iteration 71Q (38012.010000 sec): 3 clusters
  Score: Raw -691457.577472 + Penalty 2922.500338 = -688535.077134
  nChanged 34
		SP:Iteration 72Q (38012.200000 sec): 3 clusters
  Score: Raw -691467.945366 + Penalty 2922.500338 = -688545.445028
  nChanged 48
		SP:Iteration 73Q (38012.400000 sec): 3 clusters
  Score: Raw -691481.040347 + Penalty 2922.500338 = -688558.540009
  nChanged 37
		SP:Iteration 74Q (38012.600000 sec): 3 clusters
  Score: Raw -691495.336430 + Penalty 2922.500338 = -688572.836092
  nChanged 34
		SP:Iteration 75Q (38012.800000 sec): 3 clusters
  Score: Raw -691510.203895 + Penalty 2922.500338 = -688587.703557
  nChanged 33
		SP:Iteration 76Q (38013.000000 sec): 3 clusters
  Score: Raw -691519.437954 + Penalty 2922.500338 = -688596.937615
  nChanged 21
		SP:Iteration 77Q (38013.200000 sec): 3 clusters
  Score: Raw -691523.812894 + Penalty 2922.500338 = -688601.312556
  nChanged 17
		SP:Iteration 78Q (38013.390000 sec): 3 clusters
  Score: Raw -691527.697767 + Penalty 2922.500338 = -688605.197429
  nChanged 15
		SP:Iteration 79Q (38013.580000 sec): 3 clusters
  Score: Raw -691530.790712 + Penalty 2922.500338 = -688608.290374
  nChanged 17
		SP:Iteration 80F (38013.780000 sec): 3 clusters
  Score: Raw -691533.927344 + Penalty 2922.500338 = -688611.427006
  nChanged 6
		SP:Iteration 81Q (38013.980000 sec): 3 clusters
  Score: Raw -691534.868542 + Penalty 2922.500338 = -688612.368204
  nChanged 5
		SP:Iteration 82Q (38014.180000 sec): 3 clusters
  Score: Raw -691536.172953 + Penalty 2922.500338 = -688613.672615
  nChanged 7
		SP:Iteration 83Q (38014.370000 sec): 3 clusters
  Score: Raw -691538.400179 + Penalty 2922.500338 = -688615.899841
  nChanged 9
		SP:Iteration 84Q (38014.560000 sec): 3 clusters
  Score: Raw -691542.045569 + Penalty 2922.500338 = -688619.545231
  nChanged 17
		SP:Iteration 85Q (38014.760000 sec): 3 clusters
  Score: Raw -691548.524947 + Penalty 2922.500338 = -688626.024608
  nChanged 16
		SP:Iteration 86Q (38014.960000 sec): 3 clusters
  Score: Raw -691550.386072 + Penalty 2922.500338 = -688627.885734
  nChanged 6
		SP:Iteration 87Q (38015.150000 sec): 3 clusters
  Score: Raw -691551.452271 + Penalty 2922.500338 = -688628.951933
  nChanged 4
		SP:Iteration 88Q (38015.350000 sec): 3 clusters
  Score: Raw -691552.422765 + Penalty 2922.500338 = -688629.922427
  nChanged 5
		SP:Iteration 89Q (38015.550000 sec): 3 clusters
  Score: Raw -691553.108245 + Penalty 2922.500338 = -688630.607907
  nChanged 1
		SP:Iteration 90Q (38015.750000 sec): 3 clusters
  Score: Raw -691553.265840 + Penalty 2922.500338 = -688630.765502
  nChanged 5
		SP:Iteration 91Q (38015.940000 sec): 3 clusters
  Score: Raw -691553.874198 + Penalty 2922.500338 = -688631.373860
  nChanged 1
		SP:Iteration 92Q (38016.140000 sec): 3 clusters
  Score: Raw -691553.957170 + Penalty 2922.500338 = -688631.456832
  nChanged 0
		SP:Iteration 93F (38016.340000 sec): 3 clusters
  Score: Raw -691553.957170 + Penalty 2922.500338 = -688631.456832
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 72 (2778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38016.450000 sec): 2 clusters
  Score: Raw -237387.970844 + Penalty 1288.541560 = -236099.429284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38016.620000 sec): 3 clusters
  Score: Raw -236103.059638 + Penalty 2577.083120 = -233525.976518
  nChanged 1041
		SP:Iteration 1F (38016.800000 sec): 3 clusters
  Score: Raw -236781.442184 + Penalty 2577.083120 = -234204.359064
  nChanged 246
		SP:Iteration 2F (38016.980000 sec): 3 clusters
  Score: Raw -236971.502609 + Penalty 2577.083120 = -234394.419489
  nChanged 171
		SP:Iteration 3F (38017.150000 sec): 3 clusters
  Score: Raw -237124.198435 + Penalty 2577.083120 = -234547.115315
  nChanged 137
		SP:Iteration 4Q (38017.330000 sec): 3 clusters
  Score: Raw -237227.933775 + Penalty 2577.083120 = -234650.850655
  nChanged 102
		SP:Iteration 5Q (38017.500000 sec): 3 clusters
  Score: Raw -237299.421257 + Penalty 2577.083120 = -234722.338137
  nChanged 90
		SP:Iteration 6Q (38017.680000 sec): 3 clusters
  Score: Raw -237362.949249 + Penalty 2577.083120 = -234785.866129
  nChanged 72
		SP:Iteration 7Q (38017.850000 sec): 3 clusters
  Score: Raw -237407.497155 + Penalty 2577.083120 = -234830.414035
  nChanged 62
		SP:Iteration 8Q (38018.030000 sec): 3 clusters
  Score: Raw -237443.824603 + Penalty 2577.083120 = -234866.741482
  nChanged 53
		SP:Iteration 9Q (38018.200000 sec): 3 clusters
  Score: Raw -237471.393617 + Penalty 2577.083120 = -234894.310496
  nChanged 46
		SP:Iteration 10Q (38018.380000 sec): 3 clusters
  Score: Raw -237503.604588 + Penalty 2577.083120 = -234926.521468
  nChanged 44
		SP:Iteration 11Q (38018.560000 sec): 3 clusters
  Score: Raw -237538.204908 + Penalty 2577.083120 = -234961.121788
  nChanged 57
		SP:Iteration 12Q (38018.730000 sec): 3 clusters
  Score: Raw -237582.618959 + Penalty 2577.083120 = -235005.535839
  nChanged 45
		SP:Iteration 13Q (38018.910000 sec): 3 clusters
  Score: Raw -237613.159930 + Penalty 2577.083120 = -235036.076810
  nChanged 45
		SP:Iteration 14Q (38019.040000 sec): 3 clusters
  Score: Raw -237650.491023 + Penalty 2577.083120 = -235073.407903
  nChanged 42
		SP:Iteration 15Q (38019.220000 sec): 3 clusters
  Score: Raw -237677.348134 + Penalty 2577.083120 = -235100.265014
  nChanged 30
		SP:Iteration 16Q (38019.390000 sec): 3 clusters
  Score: Raw -237694.486783 + Penalty 2577.083120 = -235117.403663
  nChanged 20
		SP:Iteration 17Q (38019.570000 sec): 3 clusters
  Score: Raw -237703.286307 + Penalty 2577.083120 = -235126.203187
  nChanged 13
		SP:Iteration 18Q (38019.740000 sec): 3 clusters
  Score: Raw -237709.985857 + Penalty 2577.083120 = -235132.902737
  nChanged 12
		SP:Iteration 19Q (38019.920000 sec): 3 clusters
  Score: Raw -237715.749467 + Penalty 2577.083120 = -235138.666347
  nChanged 7
		SP:Iteration 20F (38020.100000 sec): 3 clusters
  Score: Raw -237717.604127 + Penalty 2577.083120 = -235140.521007
  nChanged 3
		SP:Iteration 21Q (38020.270000 sec): 3 clusters
  Score: Raw -237718.269066 + Penalty 2577.083120 = -235141.185946
  nChanged 2
		SP:Iteration 22Q (38020.450000 sec): 3 clusters
  Score: Raw -237719.531363 + Penalty 2577.083120 = -235142.448243
  nChanged 1
		SP:Iteration 23Q (38020.620000 sec): 3 clusters
  Score: Raw -237719.720770 + Penalty 2577.083120 = -235142.637650
  nChanged 0
		SP:Iteration 24F (38020.800000 sec): 3 clusters
  Score: Raw -237719.720770 + Penalty 2577.083120 = -235142.637650
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 73 (4903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38020.920000 sec): 2 clusters
  Score: Raw -377490.180834 + Penalty 1380.860413 = -376109.320421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38021.110000 sec): 3 clusters
  Score: Raw -374990.398065 + Penalty 2761.720826 = -372228.677239
  nChanged 1996
		SP:Iteration 1F (38021.280000 sec): 3 clusters
  Score: Raw -376180.385126 + Penalty 2761.720826 = -373418.664300
  nChanged 425
		SP:Iteration 2F (38021.460000 sec): 3 clusters
  Score: Raw -376450.360916 + Penalty 2761.720826 = -373688.640090
  nChanged 329
		SP:Iteration 3F (38021.630000 sec): 3 clusters
  Score: Raw -376652.779639 + Penalty 2761.720826 = -373891.058813
  nChanged 262
		SP:Iteration 4F (38021.810000 sec): 3 clusters
  Score: Raw -376815.516760 + Penalty 2761.720826 = -374053.795933
  nChanged 215
		SP:Iteration 5Q (38021.980000 sec): 3 clusters
  Score: Raw -376953.712242 + Penalty 2761.720826 = -374191.991416
  nChanged 215
		SP:Iteration 6Q (38022.160000 sec): 3 clusters
  Score: Raw -377092.952386 + Penalty 2761.720826 = -374331.231560
  nChanged 184
		SP:Iteration 7Q (38022.330000 sec): 3 clusters
  Score: Raw -377219.390045 + Penalty 2761.720826 = -374457.669219
  nChanged 160
		SP:Iteration 8Q (38022.510000 sec): 3 clusters
  Score: Raw -377313.863162 + Penalty 2761.720826 = -374552.142336
  nChanged 158
		SP:Iteration 9Q (38022.680000 sec): 3 clusters
  Score: Raw -377394.284745 + Penalty 2761.720826 = -374632.563919
  nChanged 111
		SP:Iteration 10Q (38022.860000 sec): 3 clusters
  Score: Raw -377453.618828 + Penalty 2761.720826 = -374691.898002
  nChanged 104
		SP:Iteration 11Q (38023.040000 sec): 3 clusters
  Score: Raw -377497.111352 + Penalty 2761.720826 = -374735.390526
  nChanged 71
		SP:Iteration 12Q (38023.210000 sec): 3 clusters
  Score: Raw -377530.460570 + Penalty 2761.720826 = -374768.739744
  nChanged 75
		SP:Iteration 13Q (38023.380000 sec): 3 clusters
  Score: Raw -377568.787710 + Penalty 2761.720826 = -374807.066884
  nChanged 85
		SP:Iteration 14Q (38023.560000 sec): 3 clusters
  Score: Raw -377607.114557 + Penalty 2761.720826 = -374845.393731
  nChanged 76
		SP:Iteration 15Q (38023.740000 sec): 3 clusters
  Score: Raw -377642.041239 + Penalty 2761.720826 = -374880.320413
  nChanged 80
		SP:Iteration 16Q (38023.910000 sec): 3 clusters
  Score: Raw -377679.743136 + Penalty 2761.720826 = -374918.022310
  nChanged 81
		SP:Iteration 17Q (38024.130000 sec): 3 clusters
  Score: Raw -377715.591429 + Penalty 2761.720826 = -374953.870603
  nChanged 75
		SP:Iteration 18Q (38024.300000 sec): 3 clusters
  Score: Raw -377747.072585 + Penalty 2761.720826 = -374985.351758
  nChanged 67
		SP:Iteration 19Q (38024.480000 sec): 3 clusters
  Score: Raw -377774.106850 + Penalty 2761.720826 = -375012.386024
  nChanged 66
		SP:Iteration 20F (38024.660000 sec): 3 clusters
  Score: Raw -377801.329442 + Penalty 2761.720826 = -375039.608616
  nChanged 71
		SP:Iteration 21Q (38024.820000 sec): 3 clusters
  Score: Raw -377828.352547 + Penalty 2761.720826 = -375066.631721
  nChanged 56
		SP:Iteration 22Q (38025.000000 sec): 3 clusters
  Score: Raw -377849.114407 + Penalty 2761.720826 = -375087.393581
  nChanged 56
		SP:Iteration 23Q (38025.170000 sec): 3 clusters
  Score: Raw -377872.034945 + Penalty 2761.720826 = -375110.314119
  nChanged 60
		SP:Iteration 24Q (38025.350000 sec): 3 clusters
  Score: Raw -377892.028417 + Penalty 2761.720826 = -375130.307591
  nChanged 58
		SP:Iteration 25Q (38025.570000 sec): 3 clusters
  Score: Raw -377909.399704 + Penalty 2761.720826 = -375147.678878
  nChanged 46
		SP:Iteration 26Q (38025.760000 sec): 3 clusters
  Score: Raw -377923.086954 + Penalty 2761.720826 = -375161.366128
  nChanged 45
		SP:Iteration 27Q (38025.940000 sec): 3 clusters
  Score: Raw -377940.301775 + Penalty 2761.720826 = -375178.580949
  nChanged 54
		SP:Iteration 28Q (38026.120000 sec): 3 clusters
  Score: Raw -377965.477574 + Penalty 2761.720826 = -375203.756747
  nChanged 69
		SP:Iteration 29Q (38026.300000 sec): 3 clusters
  Score: Raw -377997.475062 + Penalty 2761.720826 = -375235.754236
  nChanged 57
		SP:Iteration 30Q (38026.480000 sec): 3 clusters
  Score: Raw -378020.102676 + Penalty 2761.720826 = -375258.381850
  nChanged 47
		SP:Iteration 31Q (38026.620000 sec): 3 clusters
  Score: Raw -378039.065662 + Penalty 2761.720826 = -375277.344836
  nChanged 55
		SP:Iteration 32Q (38026.800000 sec): 3 clusters
  Score: Raw -378060.444748 + Penalty 2761.720826 = -375298.723922
  nChanged 52
		SP:Iteration 33Q (38026.970000 sec): 3 clusters
  Score: Raw -378080.386001 + Penalty 2761.720826 = -375318.665175
  nChanged 40
		SP:Iteration 34Q (38027.150000 sec): 3 clusters
  Score: Raw -378094.379348 + Penalty 2761.720826 = -375332.658522
  nChanged 45
		SP:Iteration 35Q (38027.320000 sec): 3 clusters
  Score: Raw -378111.627270 + Penalty 2761.720826 = -375349.906444
  nChanged 44
		SP:Iteration 36Q (38027.500000 sec): 3 clusters
  Score: Raw -378126.410146 + Penalty 2761.720826 = -375364.689319
  nChanged 41
		SP:Iteration 37Q (38027.670000 sec): 3 clusters
  Score: Raw -378140.139617 + Penalty 2761.720826 = -375378.418791
  nChanged 30
		SP:Iteration 38Q (38027.850000 sec): 3 clusters
  Score: Raw -378148.455277 + Penalty 2761.720826 = -375386.734451
  nChanged 26
		SP:Iteration 39Q (38028.020000 sec): 3 clusters
  Score: Raw -378158.914727 + Penalty 2761.720826 = -375397.193901
  nChanged 27
		SP:Iteration 40F (38028.200000 sec): 3 clusters
  Score: Raw -378172.351816 + Penalty 2761.720826 = -375410.630990
  nChanged 29
		SP:Iteration 41Q (38028.380000 sec): 3 clusters
  Score: Raw -378181.137430 + Penalty 2761.720826 = -375419.416604
  nChanged 19
		SP:Iteration 42Q (38028.550000 sec): 3 clusters
  Score: Raw -378185.236767 + Penalty 2761.720826 = -375423.515941
  nChanged 14
		SP:Iteration 43Q (38028.730000 sec): 3 clusters
  Score: Raw -378188.439944 + Penalty 2761.720826 = -375426.719118
  nChanged 15
		SP:Iteration 44Q (38028.900000 sec): 3 clusters
  Score: Raw -378191.589068 + Penalty 2761.720826 = -375429.868242
  nChanged 10
		SP:Iteration 45Q (38029.080000 sec): 3 clusters
  Score: Raw -378194.477731 + Penalty 2761.720826 = -375432.756905
  nChanged 11
		SP:Iteration 46Q (38029.250000 sec): 3 clusters
  Score: Raw -378197.733939 + Penalty 2761.720826 = -375436.013113
  nChanged 12
		SP:Iteration 47Q (38029.430000 sec): 3 clusters
  Score: Raw -378201.155829 + Penalty 2761.720826 = -375439.435003
  nChanged 14
		SP:Iteration 48Q (38029.600000 sec): 3 clusters
  Score: Raw -378205.843581 + Penalty 2761.720826 = -375444.122755
  nChanged 15
		SP:Iteration 49Q (38029.780000 sec): 3 clusters
  Score: Raw -378209.444719 + Penalty 2761.720826 = -375447.723893
  nChanged 12
		SP:Iteration 50Q (38029.960000 sec): 3 clusters
  Score: Raw -378212.610153 + Penalty 2761.720826 = -375450.889327
  nChanged 10
		SP:Iteration 51Q (38030.130000 sec): 3 clusters
  Score: Raw -378214.824851 + Penalty 2761.720826 = -375453.104025
  nChanged 8
		SP:Iteration 52Q (38030.300000 sec): 3 clusters
  Score: Raw -378218.535833 + Penalty 2761.720826 = -375456.815007
  nChanged 16
		SP:Iteration 53Q (38030.480000 sec): 3 clusters
  Score: Raw -378223.336931 + Penalty 2761.720826 = -375461.616105
  nChanged 15
		SP:Iteration 54Q (38030.660000 sec): 3 clusters
  Score: Raw -378227.082125 + Penalty 2761.720826 = -375465.361299
  nChanged 5
		SP:Iteration 55Q (38030.830000 sec): 3 clusters
  Score: Raw -378227.959049 + Penalty 2761.720826 = -375466.238223
  nChanged 3
		SP:Iteration 56Q (38031.000000 sec): 3 clusters
  Score: Raw -378228.348009 + Penalty 2761.720826 = -375466.627183
  nChanged 1
		SP:Iteration 57Q (38031.180000 sec): 3 clusters
  Score: Raw -378228.574198 + Penalty 2761.720826 = -375466.853372
  nChanged 1
		SP:Iteration 58Q (38031.360000 sec): 3 clusters
  Score: Raw -378228.906416 + Penalty 2761.720826 = -375467.185590
  nChanged 0
		SP:Iteration 59F (38031.530000 sec): 3 clusters
  Score: Raw -378228.906416 + Penalty 2761.720826 = -375467.185590
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 74 (7479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38031.630000 sec): 2 clusters
  Score: Raw -720054.234366 + Penalty 1449.476335 = -718604.758030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38031.840000 sec): 3 clusters
  Score: Raw -715966.459607 + Penalty 2898.952671 = -713067.506937
  nChanged 3133
		SP:Iteration 1F (38032.100000 sec): 3 clusters
  Score: Raw -717696.943425 + Penalty 2898.952671 = -714797.990754
  nChanged 584
		SP:Iteration 2F (38032.200000 sec): 3 clusters
  Score: Raw -718098.012858 + Penalty 2898.952671 = -715199.060187
  nChanged 570
		SP:Iteration 3F (38032.330000 sec): 3 clusters
  Score: Raw -718568.467742 + Penalty 2898.952671 = -715669.515071
  nChanged 626
		SP:Iteration 4F (38032.540000 sec): 3 clusters
  Score: Raw -719146.159174 + Penalty 2898.952671 = -716247.206503
  nChanged 561
		SP:Iteration 5F (38032.740000 sec): 3 clusters
  Score: Raw -719625.042885 + Penalty 2898.952671 = -716726.090214
  nChanged 446
		SP:Iteration 6F (38032.960000 sec): 3 clusters
  Score: Raw -719950.318692 + Penalty 2898.952671 = -717051.366021
  nChanged 331
		SP:Iteration 7Q (38033.210000 sec): 3 clusters
  Score: Raw -720165.860441 + Penalty 2898.952671 = -717266.907770
  nChanged 256
		SP:Iteration 8Q (38033.410000 sec): 3 clusters
  Score: Raw -720311.868126 + Penalty 2898.952671 = -717412.915455
  nChanged 197
		SP:Iteration 9Q (38033.530000 sec): 3 clusters
  Score: Raw -720415.766121 + Penalty 2898.952671 = -717516.813450
  nChanged 158
		SP:Iteration 10Q (38033.640000 sec): 3 clusters
  Score: Raw -720505.051081 + Penalty 2898.952671 = -717606.098410
  nChanged 164
		SP:Iteration 11Q (38033.760000 sec): 3 clusters
  Score: Raw -720595.063382 + Penalty 2898.952671 = -717696.110711
  nChanged 146
		SP:Iteration 12Q (38033.880000 sec): 3 clusters
  Score: Raw -720677.289120 + Penalty 2898.952671 = -717778.336449
  nChanged 151
		SP:Iteration 13Q (38034.000000 sec): 3 clusters
  Score: Raw -720766.101271 + Penalty 2898.952671 = -717867.148600
  nChanged 135
		SP:Iteration 14Q (38034.120000 sec): 3 clusters
  Score: Raw -720839.803645 + Penalty 2898.952671 = -717940.850974
  nChanged 121
		SP:Iteration 15Q (38034.240000 sec): 3 clusters
  Score: Raw -720900.034489 + Penalty 2898.952671 = -718001.081818
  nChanged 107
		SP:Iteration 16Q (38034.360000 sec): 3 clusters
  Score: Raw -720945.995874 + Penalty 2898.952671 = -718047.043203
  nChanged 102
		SP:Iteration 17Q (38034.480000 sec): 3 clusters
  Score: Raw -720984.345137 + Penalty 2898.952671 = -718085.392466
  nChanged 94
		SP:Iteration 18Q (38034.690000 sec): 3 clusters
  Score: Raw -721018.337119 + Penalty 2898.952671 = -718119.384448
  nChanged 74
		SP:Iteration 19Q (38034.890000 sec): 3 clusters
  Score: Raw -721041.410616 + Penalty 2898.952671 = -718142.457945
  nChanged 71
		SP:Iteration 20F (38035.090000 sec): 3 clusters
  Score: Raw -721065.214767 + Penalty 2898.952671 = -718166.262096
  nChanged 53
		SP:Iteration 21Q (38035.290000 sec): 3 clusters
  Score: Raw -721081.519818 + Penalty 2898.952671 = -718182.567147
  nChanged 52
		SP:Iteration 22Q (38035.490000 sec): 3 clusters
  Score: Raw -721096.568925 + Penalty 2898.952671 = -718197.616254
  nChanged 38
		SP:Iteration 23Q (38035.690000 sec): 3 clusters
  Score: Raw -721107.766898 + Penalty 2898.952671 = -718208.814227
  nChanged 44
		SP:Iteration 24Q (38035.890000 sec): 3 clusters
  Score: Raw -721122.810191 + Penalty 2898.952671 = -718223.857520
  nChanged 36
		SP:Iteration 25Q (38036.090000 sec): 3 clusters
  Score: Raw -721133.524942 + Penalty 2898.952671 = -718234.572271
  nChanged 30
		SP:Iteration 26Q (38036.290000 sec): 3 clusters
  Score: Raw -721141.606767 + Penalty 2898.952671 = -718242.654096
  nChanged 24
		SP:Iteration 27Q (38036.490000 sec): 3 clusters
  Score: Raw -721147.119930 + Penalty 2898.952671 = -718248.167259
  nChanged 25
		SP:Iteration 28Q (38036.690000 sec): 3 clusters
  Score: Raw -721154.145091 + Penalty 2898.952671 = -718255.192420
  nChanged 30
		SP:Iteration 29Q (38036.890000 sec): 3 clusters
  Score: Raw -721162.280203 + Penalty 2898.952671 = -718263.327532
  nChanged 28
		SP:Iteration 30Q (38037.090000 sec): 3 clusters
  Score: Raw -721169.478591 + Penalty 2898.952671 = -718270.525920
  nChanged 35
		SP:Iteration 31Q (38037.290000 sec): 3 clusters
  Score: Raw -721178.809078 + Penalty 2898.952671 = -718279.856407
  nChanged 32
		SP:Iteration 32Q (38037.490000 sec): 3 clusters
  Score: Raw -721187.410658 + Penalty 2898.952671 = -718288.457987
  nChanged 29
		SP:Iteration 33Q (38037.690000 sec): 3 clusters
  Score: Raw -721195.180096 + Penalty 2898.952671 = -718296.227425
  nChanged 25
		SP:Iteration 34Q (38037.890000 sec): 3 clusters
  Score: Raw -721201.414810 + Penalty 2898.952671 = -718302.462139
  nChanged 18
		SP:Iteration 35Q (38038.090000 sec): 3 clusters
  Score: Raw -721205.200355 + Penalty 2898.952671 = -718306.247684
  nChanged 14
		SP:Iteration 36Q (38038.290000 sec): 3 clusters
  Score: Raw -721208.096747 + Penalty 2898.952671 = -718309.144076
  nChanged 14
		SP:Iteration 37Q (38038.490000 sec): 3 clusters
  Score: Raw -721211.206964 + Penalty 2898.952671 = -718312.254293
  nChanged 11
		SP:Iteration 38Q (38038.690000 sec): 3 clusters
  Score: Raw -721214.026541 + Penalty 2898.952671 = -718315.073870
  nChanged 13
		SP:Iteration 39Q (38038.890000 sec): 3 clusters
  Score: Raw -721216.902368 + Penalty 2898.952671 = -718317.949697
  nChanged 16
		SP:Iteration 40F (38039.130000 sec): 3 clusters
  Score: Raw -721219.946058 + Penalty 2898.952671 = -718320.993387
  nChanged 9
		SP:Iteration 41Q (38039.330000 sec): 3 clusters
  Score: Raw -721221.365398 + Penalty 2898.952671 = -718322.412727
  nChanged 2
		SP:Iteration 42Q (38039.530000 sec): 3 clusters
  Score: Raw -721221.671717 + Penalty 2898.952671 = -718322.719046
  nChanged 3
		SP:Iteration 43Q (38039.730000 sec): 3 clusters
  Score: Raw -721222.110660 + Penalty 2898.952671 = -718323.157989
  nChanged 1
		SP:Iteration 44Q (38039.930000 sec): 3 clusters
  Score: Raw -721222.302578 + Penalty 2898.952671 = -718323.349907
  nChanged 1
		SP:Iteration 45Q (38040.130000 sec): 3 clusters
  Score: Raw -721222.457753 + Penalty 2898.952671 = -718323.505082
  nChanged 0
		SP:Iteration 46F (38040.330000 sec): 3 clusters
  Score: Raw -721222.457753 + Penalty 2898.952671 = -718323.505082
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 75 (3230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38040.430000 sec): 2 clusters
  Score: Raw -267258.131335 + Penalty 1313.038580 = -265945.092754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38040.610000 sec): 3 clusters
  Score: Raw -265704.187465 + Penalty 2626.077160 = -263078.110305
  nChanged 1268
		SP:Iteration 1F (38040.790000 sec): 3 clusters
  Score: Raw -266478.518259 + Penalty 2626.077160 = -263852.441098
  nChanged 289
		SP:Iteration 2F (38040.960000 sec): 3 clusters
  Score: Raw -266672.493981 + Penalty 2626.077160 = -264046.416821
  nChanged 197
		SP:Iteration 3F (38041.140000 sec): 3 clusters
  Score: Raw -266811.401376 + Penalty 2626.077160 = -264185.324215
  nChanged 145
		SP:Iteration 4Q (38041.310000 sec): 3 clusters
  Score: Raw -266897.151370 + Penalty 2626.077160 = -264271.074209
  nChanged 107
		SP:Iteration 5Q (38041.490000 sec): 3 clusters
  Score: Raw -266965.125105 + Penalty 2626.077160 = -264339.047945
  nChanged 105
		SP:Iteration 6Q (38041.670000 sec): 3 clusters
  Score: Raw -267053.049866 + Penalty 2626.077160 = -264426.972705
  nChanged 118
		SP:Iteration 7Q (38041.810000 sec): 3 clusters
  Score: Raw -267137.747323 + Penalty 2626.077160 = -264511.670163
  nChanged 115
		SP:Iteration 8Q (38041.990000 sec): 3 clusters
  Score: Raw -267231.409016 + Penalty 2626.077160 = -264605.331855
  nChanged 107
		SP:Iteration 9Q (38042.170000 sec): 3 clusters
  Score: Raw -267301.664949 + Penalty 2626.077160 = -264675.587789
  nChanged 90
		SP:Iteration 10Q (38042.340000 sec): 3 clusters
  Score: Raw -267356.883951 + Penalty 2626.077160 = -264730.806791
  nChanged 76
		SP:Iteration 11Q (38042.520000 sec): 3 clusters
  Score: Raw -267394.020467 + Penalty 2626.077160 = -264767.943307
  nChanged 51
		SP:Iteration 12Q (38042.690000 sec): 3 clusters
  Score: Raw -267421.681179 + Penalty 2626.077160 = -264795.604019
  nChanged 41
		SP:Iteration 13Q (38042.870000 sec): 3 clusters
  Score: Raw -267443.612016 + Penalty 2626.077160 = -264817.534856
  nChanged 36
		SP:Iteration 14Q (38043.050000 sec): 3 clusters
  Score: Raw -267463.673631 + Penalty 2626.077160 = -264837.596471
  nChanged 34
		SP:Iteration 15Q (38043.220000 sec): 3 clusters
  Score: Raw -267483.736993 + Penalty 2626.077160 = -264857.659832
  nChanged 38
		SP:Iteration 16Q (38043.400000 sec): 3 clusters
  Score: Raw -267505.605947 + Penalty 2626.077160 = -264879.528786
  nChanged 40
		SP:Iteration 17Q (38043.570000 sec): 3 clusters
  Score: Raw -267522.348518 + Penalty 2626.077160 = -264896.271357
  nChanged 32
		SP:Iteration 18Q (38043.750000 sec): 3 clusters
  Score: Raw -267536.888573 + Penalty 2626.077160 = -264910.811413
  nChanged 27
		SP:Iteration 19Q (38043.920000 sec): 3 clusters
  Score: Raw -267547.702580 + Penalty 2626.077160 = -264921.625420
  nChanged 15
		SP:Iteration 20F (38044.100000 sec): 3 clusters
  Score: Raw -267553.915010 + Penalty 2626.077160 = -264927.837850
  nChanged 15
		SP:Iteration 21Q (38044.270000 sec): 3 clusters
  Score: Raw -267559.492742 + Penalty 2626.077160 = -264933.415582
  nChanged 20
		SP:Iteration 22Q (38044.470000 sec): 3 clusters
  Score: Raw -267566.505871 + Penalty 2626.077160 = -264940.428711
  nChanged 15
		SP:Iteration 23Q (38044.630000 sec): 3 clusters
  Score: Raw -267570.984633 + Penalty 2626.077160 = -264944.907473
  nChanged 10
		SP:Iteration 24Q (38044.790000 sec): 3 clusters
  Score: Raw -267573.398546 + Penalty 2626.077160 = -264947.321386
  nChanged 8
		SP:Iteration 25Q (38044.950000 sec): 3 clusters
  Score: Raw -267578.019021 + Penalty 2626.077160 = -264951.941861
  nChanged 11
		SP:Iteration 26Q (38045.110000 sec): 3 clusters
  Score: Raw -267583.212241 + Penalty 2626.077160 = -264957.135081
  nChanged 9
		SP:Iteration 27Q (38045.270000 sec): 3 clusters
  Score: Raw -267586.803888 + Penalty 2626.077160 = -264960.726728
  nChanged 7
		SP:Iteration 28Q (38045.430000 sec): 3 clusters
  Score: Raw -267589.331743 + Penalty 2626.077160 = -264963.254583
  nChanged 5
		SP:Iteration 29Q (38045.600000 sec): 3 clusters
  Score: Raw -267590.453486 + Penalty 2626.077160 = -264964.376325
  nChanged 3
		SP:Iteration 30Q (38045.780000 sec): 3 clusters
  Score: Raw -267591.167798 + Penalty 2626.077160 = -264965.090637
  nChanged 2
		SP:Iteration 31Q (38045.950000 sec): 3 clusters
  Score: Raw -267591.622344 + Penalty 2626.077160 = -264965.545184
  nChanged 2
		SP:Iteration 32Q (38046.130000 sec): 3 clusters
  Score: Raw -267593.089355 + Penalty 2626.077160 = -264967.012195
  nChanged 2
		SP:Iteration 33Q (38046.300000 sec): 3 clusters
  Score: Raw -267594.082942 + Penalty 2626.077160 = -264968.005782
  nChanged 3
		SP:Iteration 34Q (38046.470000 sec): 3 clusters
  Score: Raw -267594.883909 + Penalty 2626.077160 = -264968.806749
  nChanged 4
		SP:Iteration 35Q (38046.650000 sec): 3 clusters
  Score: Raw -267596.447138 + Penalty 2626.077160 = -264970.369977
  nChanged 3
		SP:Iteration 36Q (38046.720000 sec): 3 clusters
  Score: Raw -267596.955824 + Penalty 2626.077160 = -264970.878664
  nChanged 2
		SP:Iteration 37Q (38046.780000 sec): 3 clusters
  Score: Raw -267597.179475 + Penalty 2626.077160 = -264971.102315
  nChanged 0
		SP:Iteration 38F (38046.840000 sec): 3 clusters
  Score: Raw -267597.179475 + Penalty 2626.077160 = -264971.102315
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 76 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38046.960000 sec): 2 clusters
  Score: Raw -169988.254962 + Penalty 1236.763578 = -168751.491384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38047.120000 sec): 3 clusters
  Score: Raw -169159.633299 + Penalty 2473.527157 = -166686.106142
  nChanged 714
		SP:Iteration 1F (38047.240000 sec): 3 clusters
  Score: Raw -169681.800793 + Penalty 2473.527157 = -167208.273637
  nChanged 179
		SP:Iteration 2F (38047.420000 sec): 3 clusters
  Score: Raw -169866.341222 + Penalty 2473.527157 = -167392.814066
  nChanged 146
		SP:Iteration 3F (38047.590000 sec): 3 clusters
  Score: Raw -170014.839138 + Penalty 2473.527157 = -167541.311981
  nChanged 107
		SP:Iteration 4F (38047.770000 sec): 3 clusters
  Score: Raw -170115.261150 + Penalty 2473.527157 = -167641.733993
  nChanged 76
		SP:Iteration 5Q (38047.950000 sec): 3 clusters
  Score: Raw -170173.549548 + Penalty 2473.527157 = -167700.022391
  nChanged 52
		SP:Iteration 6Q (38048.120000 sec): 3 clusters
  Score: Raw -170207.882641 + Penalty 2473.527157 = -167734.355484
  nChanged 35
		SP:Iteration 7Q (38048.300000 sec): 3 clusters
  Score: Raw -170230.340017 + Penalty 2473.527157 = -167756.812860
  nChanged 27
		SP:Iteration 8Q (38048.470000 sec): 3 clusters
  Score: Raw -170250.434143 + Penalty 2473.527157 = -167776.906986
  nChanged 28
		SP:Iteration 9Q (38048.650000 sec): 3 clusters
  Score: Raw -170267.429763 + Penalty 2473.527157 = -167793.902606
  nChanged 21
		SP:Iteration 10Q (38048.830000 sec): 3 clusters
  Score: Raw -170284.118060 + Penalty 2473.527157 = -167810.590903
  nChanged 21
		SP:Iteration 11Q (38049.000000 sec): 3 clusters
  Score: Raw -170301.305692 + Penalty 2473.527157 = -167827.778535
  nChanged 24
		SP:Iteration 12Q (38049.180000 sec): 3 clusters
  Score: Raw -170316.875388 + Penalty 2473.527157 = -167843.348231
  nChanged 15
		SP:Iteration 13Q (38049.350000 sec): 3 clusters
  Score: Raw -170326.720377 + Penalty 2473.527157 = -167853.193221
  nChanged 9
		SP:Iteration 14Q (38049.510000 sec): 3 clusters
  Score: Raw -170331.259567 + Penalty 2473.527157 = -167857.732410
  nChanged 6
		SP:Iteration 15Q (38049.680000 sec): 3 clusters
  Score: Raw -170336.806439 + Penalty 2473.527157 = -167863.279282
  nChanged 7
		SP:Iteration 16Q (38049.840000 sec): 3 clusters
  Score: Raw -170342.233571 + Penalty 2473.527157 = -167868.706414
  nChanged 9
		SP:Iteration 17Q (38050.010000 sec): 3 clusters
  Score: Raw -170348.786212 + Penalty 2473.527157 = -167875.259055
  nChanged 14
		SP:Iteration 18Q (38050.170000 sec): 3 clusters
  Score: Raw -170356.937466 + Penalty 2473.527157 = -167883.410309
  nChanged 9
		SP:Iteration 19Q (38050.330000 sec): 3 clusters
  Score: Raw -170362.761326 + Penalty 2473.527157 = -167889.234169
  nChanged 5
		SP:Iteration 20F (38050.490000 sec): 3 clusters
  Score: Raw -170365.483640 + Penalty 2473.527157 = -167891.956483
  nChanged 6
		SP:Iteration 21Q (38050.660000 sec): 3 clusters
  Score: Raw -170368.259164 + Penalty 2473.527157 = -167894.732007
  nChanged 4
		SP:Iteration 22Q (38050.820000 sec): 3 clusters
  Score: Raw -170373.807735 + Penalty 2473.527157 = -167900.280579
  nChanged 9
		SP:Iteration 23Q (38050.980000 sec): 3 clusters
  Score: Raw -170378.992414 + Penalty 2473.527157 = -167905.465257
  nChanged 7
		SP:Iteration 24Q (38051.190000 sec): 3 clusters
  Score: Raw -170382.767317 + Penalty 2473.527157 = -167909.240161
  nChanged 4
		SP:Iteration 25Q (38051.300000 sec): 3 clusters
  Score: Raw -170383.969171 + Penalty 2473.527157 = -167910.442014
  nChanged 1
		SP:Iteration 26Q (38051.460000 sec): 3 clusters
  Score: Raw -170384.559944 + Penalty 2473.527157 = -167911.032788
  nChanged 0
		SP:Iteration 27F (38051.620000 sec): 3 clusters
  Score: Raw -170384.559944 + Penalty 2473.527157 = -167911.032788
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 77 (2136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38051.710000 sec): 2 clusters
  Score: Raw -177084.958709 + Penalty 1245.837158 = -175839.121551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38051.880000 sec): 3 clusters
  Score: Raw -176204.529579 + Penalty 2491.674315 = -173712.855264
  nChanged 779
		SP:Iteration 1F (38052.060000 sec): 3 clusters
  Score: Raw -176758.879674 + Penalty 2491.674315 = -174267.205359
  nChanged 195
		SP:Iteration 2F (38052.230000 sec): 3 clusters
  Score: Raw -176940.981635 + Penalty 2491.674315 = -174449.307320
  nChanged 144
		SP:Iteration 3F (38052.410000 sec): 3 clusters
  Score: Raw -177071.372953 + Penalty 2491.674315 = -174579.698638
  nChanged 100
		SP:Iteration 4Q (38052.590000 sec): 3 clusters
  Score: Raw -177178.640267 + Penalty 2491.674315 = -174686.965952
  nChanged 105
		SP:Iteration 5Q (38052.760000 sec): 3 clusters
  Score: Raw -177285.670468 + Penalty 2491.674315 = -174793.996153
  nChanged 100
		SP:Iteration 6Q (38052.940000 sec): 3 clusters
  Score: Raw -177381.712571 + Penalty 2491.674315 = -174890.038256
  nChanged 77
		SP:Iteration 7Q (38053.110000 sec): 3 clusters
  Score: Raw -177473.021221 + Penalty 2491.674315 = -174981.346906
  nChanged 77
		SP:Iteration 8Q (38053.290000 sec): 3 clusters
  Score: Raw -177566.534420 + Penalty 2491.674315 = -175074.860105
  nChanged 66
		SP:Iteration 9Q (38053.470000 sec): 3 clusters
  Score: Raw -177667.518885 + Penalty 2491.674315 = -175175.844570
  nChanged 59
		SP:Iteration 10Q (38053.640000 sec): 3 clusters
  Score: Raw -177738.352702 + Penalty 2491.674315 = -175246.678387
  nChanged 46
		SP:Iteration 11Q (38053.820000 sec): 3 clusters
  Score: Raw -177798.972898 + Penalty 2491.674315 = -175307.298583
  nChanged 46
		SP:Iteration 12Q (38053.990000 sec): 3 clusters
  Score: Raw -177856.331825 + Penalty 2491.674315 = -175364.657510
  nChanged 38
		SP:Iteration 13Q (38054.170000 sec): 3 clusters
  Score: Raw -177897.912722 + Penalty 2491.674315 = -175406.238407
  nChanged 31
		SP:Iteration 14Q (38054.350000 sec): 3 clusters
  Score: Raw -177928.512256 + Penalty 2491.674315 = -175436.837941
  nChanged 22
		SP:Iteration 15Q (38054.520000 sec): 3 clusters
  Score: Raw -177945.276929 + Penalty 2491.674315 = -175453.602614
  nChanged 13
		SP:Iteration 16Q (38054.700000 sec): 3 clusters
  Score: Raw -177953.476820 + Penalty 2491.674315 = -175461.802505
  nChanged 9
		SP:Iteration 17Q (38054.870000 sec): 3 clusters
  Score: Raw -177958.684816 + Penalty 2491.674315 = -175467.010501
  nChanged 4
		SP:Iteration 18Q (38055.050000 sec): 3 clusters
  Score: Raw -177962.134631 + Penalty 2491.674315 = -175470.460316
  nChanged 3
		SP:Iteration 19Q (38055.230000 sec): 3 clusters
  Score: Raw -177964.820346 + Penalty 2491.674315 = -175473.146031
  nChanged 3
		SP:Iteration 20F (38055.400000 sec): 3 clusters
  Score: Raw -177966.848137 + Penalty 2491.674315 = -175475.173822
  nChanged 4
		SP:Iteration 21Q (38055.580000 sec): 3 clusters
  Score: Raw -177971.551673 + Penalty 2491.674315 = -175479.877358
  nChanged 1
		SP:Iteration 22Q (38055.750000 sec): 3 clusters
  Score: Raw -177971.943386 + Penalty 2491.674315 = -175480.269071
  nChanged 0
		SP:Iteration 23F (38055.940000 sec): 3 clusters
  Score: Raw -177971.943386 + Penalty 2491.674315 = -175480.269071
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 78 (5112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38056.060000 sec): 2 clusters
  Score: Raw -508082.927046 + Penalty 1387.643724 = -506695.283322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38056.240000 sec): 3 clusters
  Score: Raw -505388.473711 + Penalty 2775.287449 = -502613.186263
  nChanged 2111
		SP:Iteration 1F (38056.410000 sec): 3 clusters
  Score: Raw -506535.265795 + Penalty 2775.287449 = -503759.978347
  nChanged 383
		SP:Iteration 2F (38056.590000 sec): 3 clusters
  Score: Raw -506738.667643 + Penalty 2775.287449 = -503963.380194
  nChanged 277
		SP:Iteration 3F (38056.810000 sec): 3 clusters
  Score: Raw -506870.927655 + Penalty 2775.287449 = -504095.640206
  nChanged 215
		SP:Iteration 4Q (38056.980000 sec): 3 clusters
  Score: Raw -506971.799028 + Penalty 2775.287449 = -504196.511579
  nChanged 180
		SP:Iteration 5Q (38057.160000 sec): 3 clusters
  Score: Raw -507051.389545 + Penalty 2775.287449 = -504276.102096
  nChanged 158
		SP:Iteration 6Q (38057.290000 sec): 3 clusters
  Score: Raw -507120.137646 + Penalty 2775.287449 = -504344.850197
  nChanged 153
		SP:Iteration 7Q (38057.440000 sec): 3 clusters
  Score: Raw -507198.246302 + Penalty 2775.287449 = -504422.958853
  nChanged 162
		SP:Iteration 8Q (38057.600000 sec): 3 clusters
  Score: Raw -507287.702921 + Penalty 2775.287449 = -504512.415472
  nChanged 171
		SP:Iteration 9Q (38057.760000 sec): 3 clusters
  Score: Raw -507383.504795 + Penalty 2775.287449 = -504608.217346
  nChanged 134
		SP:Iteration 10Q (38057.920000 sec): 3 clusters
  Score: Raw -507449.221234 + Penalty 2775.287449 = -504673.933785
  nChanged 128
		SP:Iteration 11Q (38058.080000 sec): 3 clusters
  Score: Raw -507517.836764 + Penalty 2775.287449 = -504742.549315
  nChanged 126
		SP:Iteration 12Q (38058.240000 sec): 3 clusters
  Score: Raw -507588.400053 + Penalty 2775.287449 = -504813.112604
  nChanged 117
		SP:Iteration 13Q (38058.400000 sec): 3 clusters
  Score: Raw -507661.966639 + Penalty 2775.287449 = -504886.679191
  nChanged 108
		SP:Iteration 14Q (38058.570000 sec): 3 clusters
  Score: Raw -507723.910340 + Penalty 2775.287449 = -504948.622892
  nChanged 104
		SP:Iteration 15Q (38058.740000 sec): 3 clusters
  Score: Raw -507789.969937 + Penalty 2775.287449 = -505014.682489
  nChanged 94
		SP:Iteration 16Q (38058.920000 sec): 3 clusters
  Score: Raw -507852.412714 + Penalty 2775.287449 = -505077.125265
  nChanged 84
		SP:Iteration 17Q (38059.090000 sec): 3 clusters
  Score: Raw -507909.512871 + Penalty 2775.287449 = -505134.225422
  nChanged 72
		SP:Iteration 18Q (38059.270000 sec): 3 clusters
  Score: Raw -507963.035685 + Penalty 2775.287449 = -505187.748236
  nChanged 65
		SP:Iteration 19Q (38059.440000 sec): 3 clusters
  Score: Raw -508011.440671 + Penalty 2775.287449 = -505236.153222
  nChanged 65
		SP:Iteration 20F (38059.620000 sec): 3 clusters
  Score: Raw -508066.180031 + Penalty 2775.287449 = -505290.892582
  nChanged 61
		SP:Iteration 21Q (38059.790000 sec): 3 clusters
  Score: Raw -508112.882622 + Penalty 2775.287449 = -505337.595174
  nChanged 46
		SP:Iteration 22Q (38059.970000 sec): 3 clusters
  Score: Raw -508146.432950 + Penalty 2775.287449 = -505371.145502
  nChanged 26
		SP:Iteration 23Q (38060.150000 sec): 3 clusters
  Score: Raw -508170.163370 + Penalty 2775.287449 = -505394.875921
  nChanged 21
		SP:Iteration 24Q (38060.320000 sec): 3 clusters
  Score: Raw -508189.681085 + Penalty 2775.287449 = -505414.393636
  nChanged 18
		SP:Iteration 25Q (38060.490000 sec): 3 clusters
  Score: Raw -508202.866979 + Penalty 2775.287449 = -505427.579531
  nChanged 15
		SP:Iteration 26Q (38060.670000 sec): 3 clusters
  Score: Raw -508214.834256 + Penalty 2775.287449 = -505439.546807
  nChanged 20
		SP:Iteration 27Q (38060.850000 sec): 3 clusters
  Score: Raw -508237.925469 + Penalty 2775.287449 = -505462.638020
  nChanged 16
		SP:Iteration 28Q (38061.020000 sec): 3 clusters
  Score: Raw -508251.955412 + Penalty 2775.287449 = -505476.667963
  nChanged 13
		SP:Iteration 29Q (38061.200000 sec): 3 clusters
  Score: Raw -508261.692283 + Penalty 2775.287449 = -505486.404834
  nChanged 14
		SP:Iteration 30Q (38061.370000 sec): 3 clusters
  Score: Raw -508273.139183 + Penalty 2775.287449 = -505497.851734
  nChanged 7
		SP:Iteration 31Q (38061.550000 sec): 3 clusters
  Score: Raw -508279.496365 + Penalty 2775.287449 = -505504.208916
  nChanged 7
		SP:Iteration 32Q (38061.720000 sec): 3 clusters
  Score: Raw -508285.050316 + Penalty 2775.287449 = -505509.762867
  nChanged 6
		SP:Iteration 33Q (38061.900000 sec): 3 clusters
  Score: Raw -508291.708039 + Penalty 2775.287449 = -505516.420591
  nChanged 5
		SP:Iteration 34Q (38062.070000 sec): 3 clusters
  Score: Raw -508297.402754 + Penalty 2775.287449 = -505522.115305
  nChanged 7
		SP:Iteration 35Q (38062.250000 sec): 3 clusters
  Score: Raw -508302.983977 + Penalty 2775.287449 = -505527.696528
  nChanged 4
		SP:Iteration 36Q (38062.420000 sec): 3 clusters
  Score: Raw -508308.717241 + Penalty 2775.287449 = -505533.429792
  nChanged 2
		SP:Iteration 37Q (38062.600000 sec): 3 clusters
  Score: Raw -508311.021655 + Penalty 2775.287449 = -505535.734207
  nChanged 2
		SP:Iteration 38Q (38062.770000 sec): 3 clusters
  Score: Raw -508311.813495 + Penalty 2775.287449 = -505536.526046
  nChanged 1
		SP:Iteration 39Q (38062.950000 sec): 3 clusters
  Score: Raw -508312.722403 + Penalty 2775.287449 = -505537.434954
  nChanged 1
		SP:Iteration 40F (38063.120000 sec): 3 clusters
  Score: Raw -508313.373051 + Penalty 2775.287449 = -505538.085602
  nChanged 1
		SP:Iteration 41Q (38063.300000 sec): 3 clusters
  Score: Raw -508314.285992 + Penalty 2775.287449 = -505538.998544
  nChanged 0
		SP:Iteration 42F (38063.470000 sec): 3 clusters
  Score: Raw -508314.285992 + Penalty 2775.287449 = -505538.998544
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 79 (2349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38063.550000 sec): 2 clusters
  Score: Raw -180422.965209 + Penalty 1261.283560 = -179161.681649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38063.720000 sec): 3 clusters
  Score: Raw -179373.865788 + Penalty 2522.567120 = -176851.298668
  nChanged 851
		SP:Iteration 1F (38063.900000 sec): 3 clusters
  Score: Raw -180041.954288 + Penalty 2522.567120 = -177519.387168
  nChanged 230
		SP:Iteration 2F (38063.960000 sec): 3 clusters
  Score: Raw -180244.911297 + Penalty 2522.567120 = -177722.344177
  nChanged 126
		SP:Iteration 3F (38064.010000 sec): 3 clusters
  Score: Raw -180348.546486 + Penalty 2522.567120 = -177825.979366
  nChanged 81
		SP:Iteration 4Q (38064.060000 sec): 3 clusters
  Score: Raw -180404.336193 + Penalty 2522.567120 = -177881.769073
  nChanged 61
		SP:Iteration 5Q (38064.100000 sec): 3 clusters
  Score: Raw -180445.049927 + Penalty 2522.567120 = -177922.482807
  nChanged 52
		SP:Iteration 6Q (38064.150000 sec): 3 clusters
  Score: Raw -180485.371774 + Penalty 2522.567120 = -177962.804654
  nChanged 52
		SP:Iteration 7Q (38064.200000 sec): 3 clusters
  Score: Raw -180516.903304 + Penalty 2522.567120 = -177994.336184
  nChanged 50
		SP:Iteration 8Q (38064.240000 sec): 3 clusters
  Score: Raw -180546.329864 + Penalty 2522.567120 = -178023.762744
  nChanged 38
		SP:Iteration 9Q (38064.290000 sec): 3 clusters
  Score: Raw -180570.490683 + Penalty 2522.567120 = -178047.923563
  nChanged 39
		SP:Iteration 10Q (38064.340000 sec): 3 clusters
  Score: Raw -180591.797948 + Penalty 2522.567120 = -178069.230828
  nChanged 29
		SP:Iteration 11Q (38064.380000 sec): 3 clusters
  Score: Raw -180609.793936 + Penalty 2522.567120 = -178087.226816
  nChanged 17
		SP:Iteration 12Q (38064.430000 sec): 3 clusters
  Score: Raw -180617.562706 + Penalty 2522.567120 = -178094.995586
  nChanged 12
		SP:Iteration 13Q (38064.480000 sec): 3 clusters
  Score: Raw -180623.316903 + Penalty 2522.567120 = -178100.749783
  nChanged 9
		SP:Iteration 14Q (38064.520000 sec): 3 clusters
  Score: Raw -180626.572832 + Penalty 2522.567120 = -178104.005712
  nChanged 8
		SP:Iteration 15Q (38064.570000 sec): 3 clusters
  Score: Raw -180629.796327 + Penalty 2522.567120 = -178107.229207
  nChanged 9
		SP:Iteration 16Q (38064.610000 sec): 3 clusters
  Score: Raw -180633.049791 + Penalty 2522.567120 = -178110.482671
  nChanged 7
		SP:Iteration 17Q (38064.660000 sec): 3 clusters
  Score: Raw -180634.771072 + Penalty 2522.567120 = -178112.203952
  nChanged 6
		SP:Iteration 18Q (38064.710000 sec): 3 clusters
  Score: Raw -180636.088188 + Penalty 2522.567120 = -178113.521068
  nChanged 3
		SP:Iteration 19Q (38064.750000 sec): 3 clusters
  Score: Raw -180637.128532 + Penalty 2522.567120 = -178114.561412
  nChanged 4
		SP:Iteration 20F (38064.800000 sec): 3 clusters
  Score: Raw -180638.520218 + Penalty 2522.567120 = -178115.953098
  nChanged 2
		SP:Iteration 21Q (38064.970000 sec): 3 clusters
  Score: Raw -180639.265765 + Penalty 2522.567120 = -178116.698645
  nChanged 1
		SP:Iteration 22Q (38065.140000 sec): 3 clusters
  Score: Raw -180640.023805 + Penalty 2522.567120 = -178117.456685
  nChanged 2
		SP:Iteration 23Q (38065.310000 sec): 3 clusters
  Score: Raw -180641.035914 + Penalty 2522.567120 = -178118.468794
  nChanged 1
		SP:Iteration 24Q (38065.460000 sec): 3 clusters
  Score: Raw -180641.153151 + Penalty 2522.567120 = -178118.586031
  nChanged 0
		SP:Iteration 25F (38065.510000 sec): 3 clusters
  Score: Raw -180641.153151 + Penalty 2522.567120 = -178118.586031
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 80 (4372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38065.590000 sec): 2 clusters
  Score: Raw -313876.972125 + Penalty 1362.233576 = -312514.738549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38065.690000 sec): 3 clusters
  Score: Raw -311694.903660 + Penalty 2724.467151 = -308970.436509
  nChanged 1743
		SP:Iteration 1F (38065.770000 sec): 3 clusters
  Score: Raw -312922.003239 + Penalty 2724.467151 = -310197.536088
  nChanged 457
		SP:Iteration 2F (38065.860000 sec): 3 clusters
  Score: Raw -313363.353986 + Penalty 2724.467151 = -310638.886835
  nChanged 338
		SP:Iteration 3F (38065.950000 sec): 3 clusters
  Score: Raw -313675.348895 + Penalty 2724.467151 = -310950.881744
  nChanged 232
		SP:Iteration 4F (38066.040000 sec): 3 clusters
  Score: Raw -313856.359477 + Penalty 2724.467151 = -311131.892326
  nChanged 174
		SP:Iteration 5Q (38066.120000 sec): 3 clusters
  Score: Raw -313969.941904 + Penalty 2724.467151 = -311245.474753
  nChanged 138
		SP:Iteration 6Q (38066.210000 sec): 3 clusters
  Score: Raw -314051.591666 + Penalty 2724.467151 = -311327.124515
  nChanged 99
		SP:Iteration 7Q (38066.380000 sec): 3 clusters
  Score: Raw -314109.911621 + Penalty 2724.467151 = -311385.444470
  nChanged 96
		SP:Iteration 8Q (38066.470000 sec): 3 clusters
  Score: Raw -314158.199631 + Penalty 2724.467151 = -311433.732480
  nChanged 62
		SP:Iteration 9Q (38066.550000 sec): 3 clusters
  Score: Raw -314184.872534 + Penalty 2724.467151 = -311460.405383
  nChanged 62
		SP:Iteration 10Q (38066.640000 sec): 3 clusters
  Score: Raw -314209.814050 + Penalty 2724.467151 = -311485.346899
  nChanged 43
		SP:Iteration 11Q (38066.730000 sec): 3 clusters
  Score: Raw -314224.954159 + Penalty 2724.467151 = -311500.487008
  nChanged 34
		SP:Iteration 12Q (38066.810000 sec): 3 clusters
  Score: Raw -314234.845441 + Penalty 2724.467151 = -311510.378290
  nChanged 26
		SP:Iteration 13Q (38066.900000 sec): 3 clusters
  Score: Raw -314242.151264 + Penalty 2724.467151 = -311517.684113
  nChanged 30
		SP:Iteration 14Q (38066.990000 sec): 3 clusters
  Score: Raw -314254.023732 + Penalty 2724.467151 = -311529.556581
  nChanged 29
		SP:Iteration 15Q (38067.070000 sec): 3 clusters
  Score: Raw -314267.309601 + Penalty 2724.467151 = -311542.842450
  nChanged 35
		SP:Iteration 16Q (38067.160000 sec): 3 clusters
  Score: Raw -314280.004216 + Penalty 2724.467151 = -311555.537065
  nChanged 33
		SP:Iteration 17Q (38067.250000 sec): 3 clusters
  Score: Raw -314293.161227 + Penalty 2724.467151 = -311568.694076
  nChanged 34
		SP:Iteration 18Q (38067.330000 sec): 3 clusters
  Score: Raw -314306.819996 + Penalty 2724.467151 = -311582.352845
  nChanged 28
		SP:Iteration 19Q (38067.420000 sec): 3 clusters
  Score: Raw -314315.567993 + Penalty 2724.467151 = -311591.100842
  nChanged 23
		SP:Iteration 20F (38067.510000 sec): 3 clusters
  Score: Raw -314321.688947 + Penalty 2724.467151 = -311597.221796
  nChanged 14
		SP:Iteration 21Q (38067.600000 sec): 3 clusters
  Score: Raw -314325.109473 + Penalty 2724.467151 = -311600.642322
  nChanged 8
		SP:Iteration 22Q (38067.680000 sec): 3 clusters
  Score: Raw -314327.199809 + Penalty 2724.467151 = -311602.732658
  nChanged 10
		SP:Iteration 23Q (38067.770000 sec): 3 clusters
  Score: Raw -314330.002445 + Penalty 2724.467151 = -311605.535294
  nChanged 10
		SP:Iteration 24Q (38067.940000 sec): 3 clusters
  Score: Raw -314333.804931 + Penalty 2724.467151 = -311609.337780
  nChanged 12
		SP:Iteration 25Q (38068.030000 sec): 3 clusters
  Score: Raw -314337.255607 + Penalty 2724.467151 = -311612.788456
  nChanged 12
		SP:Iteration 26Q (38068.120000 sec): 3 clusters
  Score: Raw -314340.641882 + Penalty 2724.467151 = -311616.174731
  nChanged 7
		SP:Iteration 27Q (38068.200000 sec): 3 clusters
  Score: Raw -314343.567272 + Penalty 2724.467151 = -311619.100121
  nChanged 13
		SP:Iteration 28Q (38068.290000 sec): 3 clusters
  Score: Raw -314346.839473 + Penalty 2724.467151 = -311622.372322
  nChanged 15
		SP:Iteration 29Q (38068.380000 sec): 3 clusters
  Score: Raw -314350.084327 + Penalty 2724.467151 = -311625.617176
  nChanged 11
		SP:Iteration 30Q (38068.540000 sec): 3 clusters
  Score: Raw -314352.000015 + Penalty 2724.467151 = -311627.532864
  nChanged 7
		SP:Iteration 31Q (38068.720000 sec): 3 clusters
  Score: Raw -314353.753304 + Penalty 2724.467151 = -311629.286153
  nChanged 4
		SP:Iteration 32Q (38068.890000 sec): 3 clusters
  Score: Raw -314355.478037 + Penalty 2724.467151 = -311631.010886
  nChanged 8
		SP:Iteration 33Q (38069.070000 sec): 3 clusters
  Score: Raw -314357.892592 + Penalty 2724.467151 = -311633.425441
  nChanged 5
		SP:Iteration 34Q (38069.250000 sec): 3 clusters
  Score: Raw -314358.976271 + Penalty 2724.467151 = -311634.509120
  nChanged 6
		SP:Iteration 35Q (38069.420000 sec): 3 clusters
  Score: Raw -314360.157163 + Penalty 2724.467151 = -311635.690012
  nChanged 4
		SP:Iteration 36Q (38069.600000 sec): 3 clusters
  Score: Raw -314360.885969 + Penalty 2724.467151 = -311636.418818
  nChanged 8
		SP:Iteration 37Q (38069.770000 sec): 3 clusters
  Score: Raw -314362.135957 + Penalty 2724.467151 = -311637.668806
  nChanged 2
		SP:Iteration 38Q (38069.950000 sec): 3 clusters
  Score: Raw -314362.584953 + Penalty 2724.467151 = -311638.117802
  nChanged 2
		SP:Iteration 39Q (38070.130000 sec): 3 clusters
  Score: Raw -314362.840413 + Penalty 2724.467151 = -311638.373262
  nChanged 1
		SP:Iteration 40F (38070.300000 sec): 3 clusters
  Score: Raw -314362.943800 + Penalty 2724.467151 = -311638.476649
  nChanged 2
		SP:Iteration 41Q (38070.480000 sec): 3 clusters
  Score: Raw -314363.565535 + Penalty 2724.467151 = -311639.098384
  nChanged 4
		SP:Iteration 42Q (38070.650000 sec): 3 clusters
  Score: Raw -314365.152029 + Penalty 2724.467151 = -311640.684878
  nChanged 5
		SP:Iteration 43Q (38070.830000 sec): 3 clusters
  Score: Raw -314365.930547 + Penalty 2724.467151 = -311641.463396
  nChanged 7
		SP:Iteration 44Q (38071.000000 sec): 3 clusters
  Score: Raw -314368.262922 + Penalty 2724.467151 = -311643.795771
  nChanged 7
		SP:Iteration 45Q (38071.180000 sec): 3 clusters
  Score: Raw -314371.215586 + Penalty 2724.467151 = -311646.748435
  nChanged 8
		SP:Iteration 46Q (38071.350000 sec): 3 clusters
  Score: Raw -314373.383169 + Penalty 2724.467151 = -311648.916018
  nChanged 12
		SP:Iteration 47Q (38071.530000 sec): 3 clusters
  Score: Raw -314377.620634 + Penalty 2724.467151 = -311653.153483
  nChanged 12
		SP:Iteration 48Q (38071.710000 sec): 3 clusters
  Score: Raw -314381.115766 + Penalty 2724.467151 = -311656.648615
  nChanged 11
		SP:Iteration 49Q (38071.880000 sec): 3 clusters
  Score: Raw -314384.682669 + Penalty 2724.467151 = -311660.215518
  nChanged 9
		SP:Iteration 50Q (38072.050000 sec): 3 clusters
  Score: Raw -314387.997086 + Penalty 2724.467151 = -311663.529935
  nChanged 11
		SP:Iteration 51Q (38072.230000 sec): 3 clusters
  Score: Raw -314392.947463 + Penalty 2724.467151 = -311668.480312
  nChanged 15
		SP:Iteration 52Q (38072.410000 sec): 3 clusters
  Score: Raw -314397.154483 + Penalty 2724.467151 = -311672.687332
  nChanged 10
		SP:Iteration 53Q (38072.590000 sec): 3 clusters
  Score: Raw -314399.672094 + Penalty 2724.467151 = -311675.204943
  nChanged 7
		SP:Iteration 54Q (38072.760000 sec): 3 clusters
  Score: Raw -314401.271967 + Penalty 2724.467151 = -311676.804816
  nChanged 5
		SP:Iteration 55Q (38072.940000 sec): 3 clusters
  Score: Raw -314402.322917 + Penalty 2724.467151 = -311677.855766
  nChanged 6
		SP:Iteration 56Q (38073.110000 sec): 3 clusters
  Score: Raw -314404.667787 + Penalty 2724.467151 = -311680.200636
  nChanged 9
		SP:Iteration 57Q (38073.290000 sec): 3 clusters
  Score: Raw -314407.599923 + Penalty 2724.467151 = -311683.132772
  nChanged 8
		SP:Iteration 58Q (38073.470000 sec): 3 clusters
  Score: Raw -314411.337369 + Penalty 2724.467151 = -311686.870218
  nChanged 10
		SP:Iteration 59Q (38073.640000 sec): 3 clusters
  Score: Raw -314416.996494 + Penalty 2724.467151 = -311692.529343
  nChanged 13
		SP:Iteration 60F (38073.820000 sec): 3 clusters
  Score: Raw -314421.350553 + Penalty 2724.467151 = -311696.883402
  nChanged 14
		SP:Iteration 61Q (38073.990000 sec): 3 clusters
  Score: Raw -314426.102454 + Penalty 2724.467151 = -311701.635303
  nChanged 14
		SP:Iteration 62Q (38074.210000 sec): 3 clusters
  Score: Raw -314429.652531 + Penalty 2724.467151 = -311705.185380
  nChanged 5
		SP:Iteration 63Q (38074.360000 sec): 3 clusters
  Score: Raw -314430.660040 + Penalty 2724.467151 = -311706.192889
  nChanged 3
		SP:Iteration 64Q (38074.590000 sec): 3 clusters
  Score: Raw -314431.699055 + Penalty 2724.467151 = -311707.231904
  nChanged 8
		SP:Iteration 65Q (38074.730000 sec): 3 clusters
  Score: Raw -314433.896372 + Penalty 2724.467151 = -311709.429221
  nChanged 11
		SP:Iteration 66Q (38074.970000 sec): 3 clusters
  Score: Raw -314437.000339 + Penalty 2724.467151 = -311712.533188
  nChanged 11
		SP:Iteration 67Q (38075.120000 sec): 3 clusters
  Score: Raw -314439.761556 + Penalty 2724.467151 = -311715.294405
  nChanged 11
		SP:Iteration 68Q (38075.290000 sec): 3 clusters
  Score: Raw -314442.790757 + Penalty 2724.467151 = -311718.323605
  nChanged 8
		SP:Iteration 69Q (38075.470000 sec): 3 clusters
  Score: Raw -314443.979438 + Penalty 2724.467151 = -311719.512287
  nChanged 5
		SP:Iteration 70Q (38075.650000 sec): 3 clusters
  Score: Raw -314445.252092 + Penalty 2724.467151 = -311720.784941
  nChanged 2
		SP:Iteration 71Q (38075.820000 sec): 3 clusters
  Score: Raw -314445.854407 + Penalty 2724.467151 = -311721.387256
  nChanged 2
		SP:Iteration 72Q (38075.990000 sec): 3 clusters
  Score: Raw -314446.521185 + Penalty 2724.467151 = -311722.054034
  nChanged 4
		SP:Iteration 73Q (38076.170000 sec): 3 clusters
  Score: Raw -314447.294929 + Penalty 2724.467151 = -311722.827778
  nChanged 2
		SP:Iteration 74Q (38076.350000 sec): 3 clusters
  Score: Raw -314447.663338 + Penalty 2724.467151 = -311723.196187
  nChanged 3
		SP:Iteration 75Q (38076.520000 sec): 3 clusters
  Score: Raw -314448.136128 + Penalty 2724.467151 = -311723.668977
  nChanged 3
		SP:Iteration 76Q (38076.700000 sec): 3 clusters
  Score: Raw -314448.419696 + Penalty 2724.467151 = -311723.952545
  nChanged 2
		SP:Iteration 77Q (38076.890000 sec): 3 clusters
  Score: Raw -314448.948306 + Penalty 2724.467151 = -311724.481155
  nChanged 0
		SP:Iteration 78F (38076.980000 sec): 3 clusters
  Score: Raw -314448.948306 + Penalty 2724.467151 = -311724.481155
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 81 (4685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38077.050000 sec): 2 clusters
  Score: Raw -398511.735112 + Penalty 1373.469694 = -397138.265418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38077.230000 sec): 3 clusters
  Score: Raw -396141.436497 + Penalty 2746.939388 = -393394.497109
  nChanged 1818
		SP:Iteration 1F (38077.400000 sec): 3 clusters
  Score: Raw -397331.107786 + Penalty 2746.939388 = -394584.168398
  nChanged 458
		SP:Iteration 2F (38077.580000 sec): 3 clusters
  Score: Raw -397824.392136 + Penalty 2746.939388 = -395077.452748
  nChanged 386
		SP:Iteration 3F (38077.750000 sec): 3 clusters
  Score: Raw -398203.740059 + Penalty 2746.939388 = -395456.800670
  nChanged 314
		SP:Iteration 4F (38077.910000 sec): 3 clusters
  Score: Raw -398497.880037 + Penalty 2746.939388 = -395750.940649
  nChanged 257
		SP:Iteration 5F (38078.080000 sec): 3 clusters
  Score: Raw -398715.238969 + Penalty 2746.939388 = -395968.299580
  nChanged 220
		SP:Iteration 6Q (38078.250000 sec): 3 clusters
  Score: Raw -398899.921144 + Penalty 2746.939388 = -396152.981755
  nChanged 194
		SP:Iteration 7Q (38078.430000 sec): 3 clusters
  Score: Raw -399031.489983 + Penalty 2746.939388 = -396284.550595
  nChanged 168
		SP:Iteration 8Q (38078.600000 sec): 3 clusters
  Score: Raw -399163.537346 + Penalty 2746.939388 = -396416.597958
  nChanged 116
		SP:Iteration 9Q (38078.770000 sec): 3 clusters
  Score: Raw -399233.120248 + Penalty 2746.939388 = -396486.180859
  nChanged 83
		SP:Iteration 10Q (38078.950000 sec): 3 clusters
  Score: Raw -399272.873129 + Penalty 2746.939388 = -396525.933741
  nChanged 68
		SP:Iteration 11Q (38079.130000 sec): 3 clusters
  Score: Raw -399301.995061 + Penalty 2746.939388 = -396555.055673
  nChanged 45
		SP:Iteration 12Q (38079.300000 sec): 3 clusters
  Score: Raw -399317.016743 + Penalty 2746.939388 = -396570.077355
  nChanged 34
		SP:Iteration 13Q (38079.480000 sec): 3 clusters
  Score: Raw -399328.849312 + Penalty 2746.939388 = -396581.909924
  nChanged 37
		SP:Iteration 14Q (38079.650000 sec): 3 clusters
  Score: Raw -399343.386498 + Penalty 2746.939388 = -396596.447110
  nChanged 34
		SP:Iteration 15Q (38079.830000 sec): 3 clusters
  Score: Raw -399354.693403 + Penalty 2746.939388 = -396607.754015
  nChanged 32
		SP:Iteration 16Q (38080.000000 sec): 3 clusters
  Score: Raw -399365.197702 + Penalty 2746.939388 = -396618.258314
  nChanged 27
		SP:Iteration 17Q (38080.170000 sec): 3 clusters
  Score: Raw -399374.106652 + Penalty 2746.939388 = -396627.167264
  nChanged 23
		SP:Iteration 18Q (38080.350000 sec): 3 clusters
  Score: Raw -399379.647782 + Penalty 2746.939388 = -396632.708394
  nChanged 21
		SP:Iteration 19Q (38080.520000 sec): 3 clusters
  Score: Raw -399384.397523 + Penalty 2746.939388 = -396637.458135
  nChanged 13
		SP:Iteration 20F (38080.700000 sec): 3 clusters
  Score: Raw -399387.650993 + Penalty 2746.939388 = -396640.711605
  nChanged 10
		SP:Iteration 21Q (38080.870000 sec): 3 clusters
  Score: Raw -399391.438370 + Penalty 2746.939388 = -396644.498982
  nChanged 9
		SP:Iteration 22Q (38081.050000 sec): 3 clusters
  Score: Raw -399393.764582 + Penalty 2746.939388 = -396646.825193
  nChanged 8
		SP:Iteration 23Q (38081.230000 sec): 3 clusters
  Score: Raw -399395.976816 + Penalty 2746.939388 = -396649.037427
  nChanged 12
		SP:Iteration 24Q (38081.400000 sec): 3 clusters
  Score: Raw -399398.496815 + Penalty 2746.939388 = -396651.557427
  nChanged 8
		SP:Iteration 25Q (38081.580000 sec): 3 clusters
  Score: Raw -399400.604654 + Penalty 2746.939388 = -396653.665266
  nChanged 10
		SP:Iteration 26Q (38081.750000 sec): 3 clusters
  Score: Raw -399403.126681 + Penalty 2746.939388 = -396656.187292
  nChanged 8
		SP:Iteration 27Q (38081.930000 sec): 3 clusters
  Score: Raw -399404.781645 + Penalty 2746.939388 = -396657.842256
  nChanged 4
		SP:Iteration 28Q (38082.110000 sec): 3 clusters
  Score: Raw -399405.391000 + Penalty 2746.939388 = -396658.451611
  nChanged 2
		SP:Iteration 29Q (38082.280000 sec): 3 clusters
  Score: Raw -399405.625868 + Penalty 2746.939388 = -396658.686479
  nChanged 2
		SP:Iteration 30Q (38082.450000 sec): 3 clusters
  Score: Raw -399406.221973 + Penalty 2746.939388 = -396659.282584
  nChanged 1
		SP:Iteration 31Q (38082.610000 sec): 3 clusters
  Score: Raw -399406.290734 + Penalty 2746.939388 = -396659.351346
  nChanged 0
		SP:Iteration 32F (38082.700000 sec): 3 clusters
  Score: Raw -399406.290734 + Penalty 2746.939388 = -396659.351346
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 82 (4296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38082.770000 sec): 2 clusters
  Score: Raw -387293.023912 + Penalty 1359.383941 = -385933.639971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38082.860000 sec): 3 clusters
  Score: Raw -385158.608119 + Penalty 2718.767882 = -382439.840237
  nChanged 1716
		SP:Iteration 1F (38082.950000 sec): 3 clusters
  Score: Raw -386246.658732 + Penalty 2718.767882 = -383527.890850
  nChanged 447
		SP:Iteration 2F (38083.040000 sec): 3 clusters
  Score: Raw -386655.111722 + Penalty 2718.767882 = -383936.343841
  nChanged 357
		SP:Iteration 3F (38083.130000 sec): 3 clusters
  Score: Raw -386967.652293 + Penalty 2718.767882 = -384248.884411
  nChanged 266
		SP:Iteration 4F (38083.210000 sec): 3 clusters
  Score: Raw -387162.748277 + Penalty 2718.767882 = -384443.980395
  nChanged 185
		SP:Iteration 5Q (38083.300000 sec): 3 clusters
  Score: Raw -387263.523518 + Penalty 2718.767882 = -384544.755636
  nChanged 119
		SP:Iteration 6Q (38083.390000 sec): 3 clusters
  Score: Raw -387319.541389 + Penalty 2718.767882 = -384600.773507
  nChanged 76
		SP:Iteration 7Q (38083.470000 sec): 3 clusters
  Score: Raw -387361.445202 + Penalty 2718.767882 = -384642.677320
  nChanged 62
		SP:Iteration 8Q (38083.560000 sec): 3 clusters
  Score: Raw -387388.951070 + Penalty 2718.767882 = -384670.183189
  nChanged 51
		SP:Iteration 9Q (38083.650000 sec): 3 clusters
  Score: Raw -387409.236253 + Penalty 2718.767882 = -384690.468371
  nChanged 44
		SP:Iteration 10Q (38083.730000 sec): 3 clusters
  Score: Raw -387424.736515 + Penalty 2718.767882 = -384705.968633
  nChanged 30
		SP:Iteration 11Q (38083.820000 sec): 3 clusters
  Score: Raw -387433.245442 + Penalty 2718.767882 = -384714.477560
  nChanged 29
		SP:Iteration 12Q (38083.910000 sec): 3 clusters
  Score: Raw -387441.945478 + Penalty 2718.767882 = -384723.177596
  nChanged 20
		SP:Iteration 13Q (38083.990000 sec): 3 clusters
  Score: Raw -387447.385746 + Penalty 2718.767882 = -384728.617864
  nChanged 15
		SP:Iteration 14Q (38084.080000 sec): 3 clusters
  Score: Raw -387453.162834 + Penalty 2718.767882 = -384734.394952
  nChanged 18
		SP:Iteration 15Q (38084.160000 sec): 3 clusters
  Score: Raw -387458.874728 + Penalty 2718.767882 = -384740.106847
  nChanged 17
		SP:Iteration 16Q (38084.250000 sec): 3 clusters
  Score: Raw -387464.648476 + Penalty 2718.767882 = -384745.880594
  nChanged 15
		SP:Iteration 17Q (38084.340000 sec): 3 clusters
  Score: Raw -387470.698503 + Penalty 2718.767882 = -384751.930621
  nChanged 22
		SP:Iteration 18Q (38084.420000 sec): 3 clusters
  Score: Raw -387478.749218 + Penalty 2718.767882 = -384759.981336
  nChanged 28
		SP:Iteration 19Q (38084.510000 sec): 3 clusters
  Score: Raw -387488.658970 + Penalty 2718.767882 = -384769.891088
  nChanged 37
		SP:Iteration 20F (38084.600000 sec): 3 clusters
  Score: Raw -387506.368803 + Penalty 2718.767882 = -384787.600921
  nChanged 43
		SP:Iteration 21Q (38084.680000 sec): 3 clusters
  Score: Raw -387530.788240 + Penalty 2718.767882 = -384812.020358
  nChanged 50
		SP:Iteration 22Q (38084.770000 sec): 3 clusters
  Score: Raw -387557.357076 + Penalty 2718.767882 = -384838.589194
  nChanged 41
		SP:Iteration 23Q (38084.850000 sec): 3 clusters
  Score: Raw -387575.964758 + Penalty 2718.767882 = -384857.196876
  nChanged 46
		SP:Iteration 24Q (38084.940000 sec): 3 clusters
  Score: Raw -387595.663276 + Penalty 2718.767882 = -384876.895394
  nChanged 51
		SP:Iteration 25Q (38085.030000 sec): 3 clusters
  Score: Raw -387622.621418 + Penalty 2718.767882 = -384903.853537
  nChanged 47
		SP:Iteration 26Q (38085.110000 sec): 3 clusters
  Score: Raw -387649.865040 + Penalty 2718.767882 = -384931.097158
  nChanged 56
		SP:Iteration 27Q (38085.200000 sec): 3 clusters
  Score: Raw -387678.964493 + Penalty 2718.767882 = -384960.196612
  nChanged 47
		SP:Iteration 28Q (38085.280000 sec): 3 clusters
  Score: Raw -387698.500448 + Penalty 2718.767882 = -384979.732566
  nChanged 38
		SP:Iteration 29Q (38085.370000 sec): 3 clusters
  Score: Raw -387714.623153 + Penalty 2718.767882 = -384995.855271
  nChanged 38
		SP:Iteration 30Q (38085.460000 sec): 3 clusters
  Score: Raw -387732.091083 + Penalty 2718.767882 = -385013.323202
  nChanged 44
		SP:Iteration 31Q (38085.540000 sec): 3 clusters
  Score: Raw -387749.987152 + Penalty 2718.767882 = -385031.219270
  nChanged 44
		SP:Iteration 32Q (38085.630000 sec): 3 clusters
  Score: Raw -387770.017750 + Penalty 2718.767882 = -385051.249868
  nChanged 35
		SP:Iteration 33Q (38085.710000 sec): 3 clusters
  Score: Raw -387786.460708 + Penalty 2718.767882 = -385067.692826
  nChanged 32
		SP:Iteration 34Q (38085.800000 sec): 3 clusters
  Score: Raw -387802.100623 + Penalty 2718.767882 = -385083.332742
  nChanged 33
		SP:Iteration 35Q (38085.890000 sec): 3 clusters
  Score: Raw -387811.986040 + Penalty 2718.767882 = -385093.218158
  nChanged 22
		SP:Iteration 36Q (38085.970000 sec): 3 clusters
  Score: Raw -387819.245530 + Penalty 2718.767882 = -385100.477648
  nChanged 24
		SP:Iteration 37Q (38086.110000 sec): 3 clusters
  Score: Raw -387830.568433 + Penalty 2718.767882 = -385111.800551
  nChanged 29
		SP:Iteration 38Q (38086.200000 sec): 3 clusters
  Score: Raw -387842.617597 + Penalty 2718.767882 = -385123.849715
  nChanged 32
		SP:Iteration 39Q (38086.280000 sec): 3 clusters
  Score: Raw -387855.105713 + Penalty 2718.767882 = -385136.337831
  nChanged 35
		SP:Iteration 40F (38086.370000 sec): 3 clusters
  Score: Raw -387870.386844 + Penalty 2718.767882 = -385151.618963
  nChanged 36
		SP:Iteration 41Q (38086.450000 sec): 3 clusters
  Score: Raw -387885.699542 + Penalty 2718.767882 = -385166.931661
  nChanged 45
		SP:Iteration 42Q (38086.530000 sec): 3 clusters
  Score: Raw -387911.697378 + Penalty 2718.767882 = -385192.929496
  nChanged 50
		SP:Iteration 43Q (38086.610000 sec): 3 clusters
  Score: Raw -387947.800723 + Penalty 2718.767882 = -385229.032841
  nChanged 44
		SP:Iteration 44Q (38086.690000 sec): 3 clusters
  Score: Raw -387982.486677 + Penalty 2718.767882 = -385263.718796
  nChanged 53
		SP:Iteration 45Q (38086.770000 sec): 3 clusters
  Score: Raw -388021.286202 + Penalty 2718.767882 = -385302.518321
  nChanged 53
		SP:Iteration 46Q (38086.850000 sec): 3 clusters
  Score: Raw -388065.765287 + Penalty 2718.767882 = -385346.997406
  nChanged 49
		SP:Iteration 47Q (38086.930000 sec): 3 clusters
  Score: Raw -388097.063875 + Penalty 2718.767882 = -385378.295993
  nChanged 43
		SP:Iteration 48Q (38087.010000 sec): 3 clusters
  Score: Raw -388116.981518 + Penalty 2718.767882 = -385398.213637
  nChanged 30
		SP:Iteration 49Q (38087.090000 sec): 3 clusters
  Score: Raw -388127.854671 + Penalty 2718.767882 = -385409.086789
  nChanged 22
		SP:Iteration 50Q (38087.170000 sec): 3 clusters
  Score: Raw -388135.496752 + Penalty 2718.767882 = -385416.728871
  nChanged 11
		SP:Iteration 51Q (38087.250000 sec): 3 clusters
  Score: Raw -388139.824301 + Penalty 2718.767882 = -385421.056419
  nChanged 13
		SP:Iteration 52Q (38087.330000 sec): 3 clusters
  Score: Raw -388143.880313 + Penalty 2718.767882 = -385425.112432
  nChanged 8
		SP:Iteration 53Q (38087.410000 sec): 3 clusters
  Score: Raw -388145.581104 + Penalty 2718.767882 = -385426.813223
  nChanged 4
		SP:Iteration 54Q (38087.480000 sec): 3 clusters
  Score: Raw -388146.552530 + Penalty 2718.767882 = -385427.784649
  nChanged 4
		SP:Iteration 55Q (38087.560000 sec): 3 clusters
  Score: Raw -388148.251374 + Penalty 2718.767882 = -385429.483492
  nChanged 6
		SP:Iteration 56Q (38087.640000 sec): 3 clusters
  Score: Raw -388150.196871 + Penalty 2718.767882 = -385431.428989
  nChanged 4
		SP:Iteration 57Q (38087.720000 sec): 3 clusters
  Score: Raw -388151.222162 + Penalty 2718.767882 = -385432.454280
  nChanged 2
		SP:Iteration 58Q (38087.800000 sec): 3 clusters
  Score: Raw -388151.919582 + Penalty 2718.767882 = -385433.151700
  nChanged 2
		SP:Iteration 59Q (38087.880000 sec): 3 clusters
  Score: Raw -388152.424676 + Penalty 2718.767882 = -385433.656795
  nChanged 1
		SP:Iteration 60F (38087.970000 sec): 3 clusters
  Score: Raw -388152.531880 + Penalty 2718.767882 = -385433.763999
  nChanged 1
		SP:Iteration 61Q (38088.050000 sec): 3 clusters
  Score: Raw -388152.608025 + Penalty 2718.767882 = -385433.840143
  nChanged 0
		SP:Iteration 62F (38088.130000 sec): 3 clusters
  Score: Raw -388152.608025 + Penalty 2718.767882 = -385433.840143
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 83 (4598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38088.250000 sec): 2 clusters
  Score: Raw -451179.364729 + Penalty 1370.423715 = -449808.941014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38088.340000 sec): 3 clusters
  Score: Raw -448822.172005 + Penalty 2740.847429 = -446081.324575
  nChanged 1813
		SP:Iteration 1F (38088.430000 sec): 3 clusters
  Score: Raw -449835.024561 + Penalty 2740.847429 = -447094.177132
  nChanged 386
		SP:Iteration 2F (38088.510000 sec): 3 clusters
  Score: Raw -450118.138544 + Penalty 2740.847429 = -447377.291115
  nChanged 351
		SP:Iteration 3F (38088.600000 sec): 3 clusters
  Score: Raw -450400.194058 + Penalty 2740.847429 = -447659.346629
  nChanged 344
		SP:Iteration 4F (38088.690000 sec): 3 clusters
  Score: Raw -450694.147098 + Penalty 2740.847429 = -447953.299668
  nChanged 292
		SP:Iteration 5F (38088.780000 sec): 3 clusters
  Score: Raw -450917.455120 + Penalty 2740.847429 = -448176.607691
  nChanged 205
		SP:Iteration 6Q (38088.870000 sec): 3 clusters
  Score: Raw -451046.906508 + Penalty 2740.847429 = -448306.059079
  nChanged 159
		SP:Iteration 7Q (38088.960000 sec): 3 clusters
  Score: Raw -451137.283052 + Penalty 2740.847429 = -448396.435622
  nChanged 111
		SP:Iteration 8Q (38089.050000 sec): 3 clusters
  Score: Raw -451188.689378 + Penalty 2740.847429 = -448447.841948
  nChanged 82
		SP:Iteration 9Q (38089.230000 sec): 3 clusters
  Score: Raw -451227.709634 + Penalty 2740.847429 = -448486.862205
  nChanged 60
		SP:Iteration 10Q (38089.410000 sec): 3 clusters
  Score: Raw -451248.886214 + Penalty 2740.847429 = -448508.038785
  nChanged 46
		SP:Iteration 11Q (38089.580000 sec): 3 clusters
  Score: Raw -451269.160047 + Penalty 2740.847429 = -448528.312618
  nChanged 54
		SP:Iteration 12Q (38089.760000 sec): 3 clusters
  Score: Raw -451294.666468 + Penalty 2740.847429 = -448553.819038
  nChanged 43
		SP:Iteration 13Q (38089.840000 sec): 3 clusters
  Score: Raw -451310.283282 + Penalty 2740.847429 = -448569.435853
  nChanged 30
		SP:Iteration 14Q (38089.940000 sec): 3 clusters
  Score: Raw -451321.083458 + Penalty 2740.847429 = -448580.236029
  nChanged 21
		SP:Iteration 15Q (38090.110000 sec): 3 clusters
  Score: Raw -451327.773787 + Penalty 2740.847429 = -448586.926358
  nChanged 19
		SP:Iteration 16Q (38090.280000 sec): 3 clusters
  Score: Raw -451332.476942 + Penalty 2740.847429 = -448591.629513
  nChanged 18
		SP:Iteration 17Q (38090.370000 sec): 3 clusters
  Score: Raw -451337.313547 + Penalty 2740.847429 = -448596.466118
  nChanged 19
		SP:Iteration 18Q (38090.450000 sec): 3 clusters
  Score: Raw -451343.941336 + Penalty 2740.847429 = -448603.093906
  nChanged 27
		SP:Iteration 19Q (38090.540000 sec): 3 clusters
  Score: Raw -451352.999722 + Penalty 2740.847429 = -448612.152292
  nChanged 23
		SP:Iteration 20F (38090.630000 sec): 3 clusters
  Score: Raw -451359.550670 + Penalty 2740.847429 = -448618.703240
  nChanged 23
		SP:Iteration 21Q (38090.800000 sec): 3 clusters
  Score: Raw -451366.999605 + Penalty 2740.847429 = -448626.152176
  nChanged 17
		SP:Iteration 22Q (38090.890000 sec): 3 clusters
  Score: Raw -451372.898601 + Penalty 2740.847429 = -448632.051172
  nChanged 17
		SP:Iteration 23Q (38090.970000 sec): 3 clusters
  Score: Raw -451378.190841 + Penalty 2740.847429 = -448637.343412
  nChanged 20
		SP:Iteration 24Q (38091.060000 sec): 3 clusters
  Score: Raw -451384.946267 + Penalty 2740.847429 = -448644.098837
  nChanged 21
		SP:Iteration 25Q (38091.150000 sec): 3 clusters
  Score: Raw -451391.021887 + Penalty 2740.847429 = -448650.174458
  nChanged 16
		SP:Iteration 26Q (38091.240000 sec): 3 clusters
  Score: Raw -451395.591313 + Penalty 2740.847429 = -448654.743884
  nChanged 15
		SP:Iteration 27Q (38091.330000 sec): 3 clusters
  Score: Raw -451400.174034 + Penalty 2740.847429 = -448659.326604
  nChanged 15
		SP:Iteration 28Q (38091.410000 sec): 3 clusters
  Score: Raw -451405.347279 + Penalty 2740.847429 = -448664.499850
  nChanged 15
		SP:Iteration 29Q (38091.500000 sec): 3 clusters
  Score: Raw -451409.426972 + Penalty 2740.847429 = -448668.579543
  nChanged 18
		SP:Iteration 30Q (38091.590000 sec): 3 clusters
  Score: Raw -451416.522869 + Penalty 2740.847429 = -448675.675439
  nChanged 27
		SP:Iteration 31Q (38091.680000 sec): 3 clusters
  Score: Raw -451425.660598 + Penalty 2740.847429 = -448684.813169
  nChanged 30
		SP:Iteration 32Q (38091.770000 sec): 3 clusters
  Score: Raw -451435.459022 + Penalty 2740.847429 = -448694.611593
  nChanged 30
		SP:Iteration 33Q (38091.850000 sec): 3 clusters
  Score: Raw -451444.650344 + Penalty 2740.847429 = -448703.802914
  nChanged 31
		SP:Iteration 34Q (38091.970000 sec): 3 clusters
  Score: Raw -451453.157587 + Penalty 2740.847429 = -448712.310158
  nChanged 23
		SP:Iteration 35Q (38092.150000 sec): 3 clusters
  Score: Raw -451460.324137 + Penalty 2740.847429 = -448719.476708
  nChanged 18
		SP:Iteration 36Q (38092.330000 sec): 3 clusters
  Score: Raw -451465.081312 + Penalty 2740.847429 = -448724.233883
  nChanged 13
		SP:Iteration 37Q (38092.500000 sec): 3 clusters
  Score: Raw -451468.045984 + Penalty 2740.847429 = -448727.198555
  nChanged 9
		SP:Iteration 38Q (38092.680000 sec): 3 clusters
  Score: Raw -451469.919498 + Penalty 2740.847429 = -448729.072068
  nChanged 9
		SP:Iteration 39Q (38092.850000 sec): 3 clusters
  Score: Raw -451471.702801 + Penalty 2740.847429 = -448730.855372
  nChanged 10
		SP:Iteration 40F (38093.030000 sec): 3 clusters
  Score: Raw -451474.002860 + Penalty 2740.847429 = -448733.155431
  nChanged 6
		SP:Iteration 41Q (38093.210000 sec): 3 clusters
  Score: Raw -451475.274375 + Penalty 2740.847429 = -448734.426946
  nChanged 3
		SP:Iteration 42Q (38093.380000 sec): 3 clusters
  Score: Raw -451476.143194 + Penalty 2740.847429 = -448735.295765
  nChanged 5
		SP:Iteration 43Q (38093.550000 sec): 3 clusters
  Score: Raw -451477.656555 + Penalty 2740.847429 = -448736.809126
  nChanged 8
		SP:Iteration 44Q (38093.710000 sec): 3 clusters
  Score: Raw -451479.354133 + Penalty 2740.847429 = -448738.506704
  nChanged 6
		SP:Iteration 45Q (38093.870000 sec): 3 clusters
  Score: Raw -451480.642698 + Penalty 2740.847429 = -448739.795269
  nChanged 6
		SP:Iteration 46Q (38094.030000 sec): 3 clusters
  Score: Raw -451481.904868 + Penalty 2740.847429 = -448741.057438
  nChanged 4
		SP:Iteration 47Q (38094.190000 sec): 3 clusters
  Score: Raw -451483.023788 + Penalty 2740.847429 = -448742.176359
  nChanged 4
		SP:Iteration 48Q (38094.350000 sec): 3 clusters
  Score: Raw -451483.912548 + Penalty 2740.847429 = -448743.065118
  nChanged 1
		SP:Iteration 49Q (38094.510000 sec): 3 clusters
  Score: Raw -451484.155037 + Penalty 2740.847429 = -448743.307608
  nChanged 1
		SP:Iteration 50Q (38094.670000 sec): 3 clusters
  Score: Raw -451484.252862 + Penalty 2740.847429 = -448743.405433
  nChanged 1
		SP:Iteration 51Q (38094.830000 sec): 3 clusters
  Score: Raw -451484.493778 + Penalty 2740.847429 = -448743.646348
  nChanged 1
		SP:Iteration 52Q (38094.990000 sec): 3 clusters
  Score: Raw -451484.645795 + Penalty 2740.847429 = -448743.798366
  nChanged 2
		SP:Iteration 53Q (38095.190000 sec): 3 clusters
  Score: Raw -451484.958881 + Penalty 2740.847429 = -448744.111452
  nChanged 2
		SP:Iteration 54Q (38095.340000 sec): 3 clusters
  Score: Raw -451485.558989 + Penalty 2740.847429 = -448744.711559
  nChanged 5
		SP:Iteration 55Q (38095.510000 sec): 3 clusters
  Score: Raw -451486.585865 + Penalty 2740.847429 = -448745.738435
  nChanged 4
		SP:Iteration 56Q (38095.690000 sec): 3 clusters
  Score: Raw -451487.384628 + Penalty 2740.847429 = -448746.537199
  nChanged 3
		SP:Iteration 57Q (38095.860000 sec): 3 clusters
  Score: Raw -451488.152769 + Penalty 2740.847429 = -448747.305340
  nChanged 4
		SP:Iteration 58Q (38096.040000 sec): 3 clusters
  Score: Raw -451488.984847 + Penalty 2740.847429 = -448748.137418
  nChanged 2
		SP:Iteration 59Q (38096.210000 sec): 3 clusters
  Score: Raw -451489.390175 + Penalty 2740.847429 = -448748.542746
  nChanged 2
		SP:Iteration 60F (38096.390000 sec): 3 clusters
  Score: Raw -451489.908697 + Penalty 2740.847429 = -448749.061268
  nChanged 5
		SP:Iteration 61Q (38096.570000 sec): 3 clusters
  Score: Raw -451491.396236 + Penalty 2740.847429 = -448750.548807
  nChanged 6
		SP:Iteration 62Q (38096.740000 sec): 3 clusters
  Score: Raw -451493.091820 + Penalty 2740.847429 = -448752.244390
  nChanged 9
		SP:Iteration 63Q (38096.920000 sec): 3 clusters
  Score: Raw -451496.100731 + Penalty 2740.847429 = -448755.253302
  nChanged 13
		SP:Iteration 64Q (38097.090000 sec): 3 clusters
  Score: Raw -451499.178768 + Penalty 2740.847429 = -448758.331338
  nChanged 7
		SP:Iteration 65Q (38097.270000 sec): 3 clusters
  Score: Raw -451500.440042 + Penalty 2740.847429 = -448759.592613
  nChanged 9
		SP:Iteration 66Q (38097.450000 sec): 3 clusters
  Score: Raw -451502.583030 + Penalty 2740.847429 = -448761.735601
  nChanged 10
		SP:Iteration 67Q (38097.620000 sec): 3 clusters
  Score: Raw -451504.868678 + Penalty 2740.847429 = -448764.021249
  nChanged 11
		SP:Iteration 68Q (38097.790000 sec): 3 clusters
  Score: Raw -451507.712897 + Penalty 2740.847429 = -448766.865468
  nChanged 7
		SP:Iteration 69Q (38097.970000 sec): 3 clusters
  Score: Raw -451509.438889 + Penalty 2740.847429 = -448768.591459
  nChanged 5
		SP:Iteration 70Q (38098.150000 sec): 3 clusters
  Score: Raw -451510.355815 + Penalty 2740.847429 = -448769.508386
  nChanged 6
		SP:Iteration 71Q (38098.320000 sec): 3 clusters
  Score: Raw -451511.687045 + Penalty 2740.847429 = -448770.839615
  nChanged 2
		SP:Iteration 72Q (38098.500000 sec): 3 clusters
  Score: Raw -451511.868972 + Penalty 2740.847429 = -448771.021543
  nChanged 0
		SP:Iteration 73F (38098.670000 sec): 3 clusters
  Score: Raw -451511.868972 + Penalty 2740.847429 = -448771.021543
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 84 (7588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38098.770000 sec): 2 clusters
  Score: Raw -715547.879215 + Penalty 1451.827541 = -714096.051673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38098.980000 sec): 3 clusters
  Score: Raw -711506.951642 + Penalty 2903.655083 = -708603.296560
  nChanged 3152
		SP:Iteration 1F (38099.180000 sec): 3 clusters
  Score: Raw -713344.818634 + Penalty 2903.655083 = -710441.163551
  nChanged 541
		SP:Iteration 2F (38099.380000 sec): 3 clusters
  Score: Raw -713616.966509 + Penalty 2903.655083 = -710713.311426
  nChanged 432
		SP:Iteration 3F (38099.580000 sec): 3 clusters
  Score: Raw -713829.069885 + Penalty 2903.655083 = -710925.414803
  nChanged 377
		SP:Iteration 4Q (38099.780000 sec): 3 clusters
  Score: Raw -714004.976847 + Penalty 2903.655083 = -711101.321765
  nChanged 325
		SP:Iteration 5Q (38099.980000 sec): 3 clusters
  Score: Raw -714152.320440 + Penalty 2903.655083 = -711248.665357
  nChanged 272
		SP:Iteration 6Q (38100.180000 sec): 3 clusters
  Score: Raw -714273.209648 + Penalty 2903.655083 = -711369.554565
  nChanged 262
		SP:Iteration 7Q (38100.380000 sec): 3 clusters
  Score: Raw -714407.041285 + Penalty 2903.655083 = -711503.386202
  nChanged 261
		SP:Iteration 8Q (38100.580000 sec): 3 clusters
  Score: Raw -714533.070593 + Penalty 2903.655083 = -711629.415510
  nChanged 243
		SP:Iteration 9Q (38100.780000 sec): 3 clusters
  Score: Raw -714661.143420 + Penalty 2903.655083 = -711757.488338
  nChanged 233
		SP:Iteration 10Q (38100.950000 sec): 3 clusters
  Score: Raw -714784.930894 + Penalty 2903.655083 = -711881.275811
  nChanged 202
		SP:Iteration 11Q (38101.130000 sec): 3 clusters
  Score: Raw -714907.789530 + Penalty 2903.655083 = -712004.134447
  nChanged 199
		SP:Iteration 12Q (38101.330000 sec): 3 clusters
  Score: Raw -715032.691425 + Penalty 2903.655083 = -712129.036342
  nChanged 183
		SP:Iteration 13Q (38101.530000 sec): 3 clusters
  Score: Raw -715152.242949 + Penalty 2903.655083 = -712248.587867
  nChanged 155
		SP:Iteration 14Q (38101.730000 sec): 3 clusters
  Score: Raw -715258.509097 + Penalty 2903.655083 = -712354.854015
  nChanged 140
		SP:Iteration 15Q (38101.930000 sec): 3 clusters
  Score: Raw -715354.157693 + Penalty 2903.655083 = -712450.502611
  nChanged 124
		SP:Iteration 16Q (38102.130000 sec): 3 clusters
  Score: Raw -715452.436235 + Penalty 2903.655083 = -712548.781153
  nChanged 101
		SP:Iteration 17Q (38102.370000 sec): 3 clusters
  Score: Raw -715533.738607 + Penalty 2903.655083 = -712630.083524
  nChanged 83
		SP:Iteration 18Q (38102.570000 sec): 3 clusters
  Score: Raw -715592.208572 + Penalty 2903.655083 = -712688.553490
  nChanged 63
		SP:Iteration 19Q (38102.770000 sec): 3 clusters
  Score: Raw -715637.456747 + Penalty 2903.655083 = -712733.801665
  nChanged 36
		SP:Iteration 20F (38102.970000 sec): 3 clusters
  Score: Raw -715661.217216 + Penalty 2903.655083 = -712757.562133
  nChanged 33
		SP:Iteration 21Q (38103.170000 sec): 3 clusters
  Score: Raw -715685.377437 + Penalty 2903.655083 = -712781.722354
  nChanged 24
		SP:Iteration 22Q (38103.370000 sec): 3 clusters
  Score: Raw -715704.295027 + Penalty 2903.655083 = -712800.639945
  nChanged 16
		SP:Iteration 23Q (38103.570000 sec): 3 clusters
  Score: Raw -715715.596783 + Penalty 2903.655083 = -712811.941700
  nChanged 13
		SP:Iteration 24Q (38103.770000 sec): 3 clusters
  Score: Raw -715725.054222 + Penalty 2903.655083 = -712821.399139
  nChanged 14
		SP:Iteration 25Q (38103.970000 sec): 3 clusters
  Score: Raw -715739.002081 + Penalty 2903.655083 = -712835.346999
  nChanged 10
		SP:Iteration 26Q (38104.160000 sec): 3 clusters
  Score: Raw -715744.544156 + Penalty 2903.655083 = -712840.889073
  nChanged 8
		SP:Iteration 27Q (38104.370000 sec): 3 clusters
  Score: Raw -715748.574406 + Penalty 2903.655083 = -712844.919323
  nChanged 8
		SP:Iteration 28Q (38104.560000 sec): 3 clusters
  Score: Raw -715753.472795 + Penalty 2903.655083 = -712849.817712
  nChanged 3
		SP:Iteration 29Q (38104.760000 sec): 3 clusters
  Score: Raw -715755.710025 + Penalty 2903.655083 = -712852.054943
  nChanged 4
		SP:Iteration 30Q (38104.960000 sec): 3 clusters
  Score: Raw -715757.592068 + Penalty 2903.655083 = -712853.936985
  nChanged 3
		SP:Iteration 31Q (38105.160000 sec): 3 clusters
  Score: Raw -715760.573568 + Penalty 2903.655083 = -712856.918485
  nChanged 6
		SP:Iteration 32Q (38105.360000 sec): 3 clusters
  Score: Raw -715763.668380 + Penalty 2903.655083 = -712860.013297
  nChanged 4
		SP:Iteration 33Q (38105.560000 sec): 3 clusters
  Score: Raw -715766.576133 + Penalty 2903.655083 = -712862.921050
  nChanged 4
		SP:Iteration 34Q (38105.760000 sec): 3 clusters
  Score: Raw -715769.060333 + Penalty 2903.655083 = -712865.405250
  nChanged 4
		SP:Iteration 35Q (38105.960000 sec): 3 clusters
  Score: Raw -715773.618318 + Penalty 2903.655083 = -712869.963236
  nChanged 3
		SP:Iteration 36Q (38106.210000 sec): 3 clusters
  Score: Raw -715776.446034 + Penalty 2903.655083 = -712872.790952
  nChanged 5
		SP:Iteration 37Q (38106.400000 sec): 3 clusters
  Score: Raw -715779.972003 + Penalty 2903.655083 = -712876.316921
  nChanged 2
		SP:Iteration 38Q (38106.600000 sec): 3 clusters
  Score: Raw -715781.585480 + Penalty 2903.655083 = -712877.930397
  nChanged 3
		SP:Iteration 39Q (38106.800000 sec): 3 clusters
  Score: Raw -715783.338312 + Penalty 2903.655083 = -712879.683230
  nChanged 4
		SP:Iteration 40F (38107.000000 sec): 3 clusters
  Score: Raw -715785.759178 + Penalty 2903.655083 = -712882.104095
  nChanged 4
		SP:Iteration 41Q (38107.200000 sec): 3 clusters
  Score: Raw -715787.321894 + Penalty 2903.655083 = -712883.666812
  nChanged 2
		SP:Iteration 42Q (38107.430000 sec): 3 clusters
  Score: Raw -715789.112642 + Penalty 2903.655083 = -712885.457560
  nChanged 3
		SP:Iteration 43Q (38107.640000 sec): 3 clusters
  Score: Raw -715791.061592 + Penalty 2903.655083 = -712887.406509
  nChanged 3
		SP:Iteration 44Q (38107.760000 sec): 3 clusters
  Score: Raw -715794.140272 + Penalty 2903.655083 = -712890.485189
  nChanged 3
		SP:Iteration 45Q (38107.880000 sec): 3 clusters
  Score: Raw -715796.852036 + Penalty 2903.655083 = -712893.196953
  nChanged 3
		SP:Iteration 46Q (38108.000000 sec): 3 clusters
  Score: Raw -715799.267632 + Penalty 2903.655083 = -712895.612549
  nChanged 2
		SP:Iteration 47Q (38108.120000 sec): 3 clusters
  Score: Raw -715800.699395 + Penalty 2903.655083 = -712897.044312
  nChanged 3
		SP:Iteration 48Q (38108.240000 sec): 3 clusters
  Score: Raw -715802.390797 + Penalty 2903.655083 = -712898.735714
  nChanged 6
		SP:Iteration 49Q (38108.440000 sec): 3 clusters
  Score: Raw -715806.777689 + Penalty 2903.655083 = -712903.122606
  nChanged 3
		SP:Iteration 50Q (38108.640000 sec): 3 clusters
  Score: Raw -715809.060075 + Penalty 2903.655083 = -712905.404992
  nChanged 2
		SP:Iteration 51Q (38108.840000 sec): 3 clusters
  Score: Raw -715810.692287 + Penalty 2903.655083 = -712907.037205
  nChanged 1
		SP:Iteration 52Q (38109.040000 sec): 3 clusters
  Score: Raw -715810.811512 + Penalty 2903.655083 = -712907.156429
  nChanged 1
		SP:Iteration 53Q (38109.240000 sec): 3 clusters
  Score: Raw -715811.106854 + Penalty 2903.655083 = -712907.451771
  nChanged 0
		SP:Iteration 54F (38109.440000 sec): 3 clusters
  Score: Raw -715811.106854 + Penalty 2903.655083 = -712907.451771
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 85 (2899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38109.540000 sec): 2 clusters
  Score: Raw -226071.710454 + Penalty 1295.469683 = -224776.240771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38109.720000 sec): 3 clusters
  Score: Raw -224709.536520 + Penalty 2590.939367 = -222118.597153
  nChanged 1071
		SP:Iteration 1F (38109.890000 sec): 3 clusters
  Score: Raw -225459.269027 + Penalty 2590.939367 = -222868.329660
  nChanged 278
		SP:Iteration 2F (38110.070000 sec): 3 clusters
  Score: Raw -225686.534691 + Penalty 2590.939367 = -223095.595324
  nChanged 186
		SP:Iteration 3F (38110.240000 sec): 3 clusters
  Score: Raw -225829.306353 + Penalty 2590.939367 = -223238.366986
  nChanged 140
		SP:Iteration 4Q (38110.420000 sec): 3 clusters
  Score: Raw -225922.147754 + Penalty 2590.939367 = -223331.208387
  nChanged 92
		SP:Iteration 5Q (38110.600000 sec): 3 clusters
  Score: Raw -225974.114239 + Penalty 2590.939367 = -223383.174872
  nChanged 69
		SP:Iteration 6Q (38110.770000 sec): 3 clusters
  Score: Raw -226013.953222 + Penalty 2590.939367 = -223423.013855
  nChanged 60
		SP:Iteration 7Q (38110.950000 sec): 3 clusters
  Score: Raw -226043.546552 + Penalty 2590.939367 = -223452.607185
  nChanged 49
		SP:Iteration 8Q (38111.120000 sec): 3 clusters
  Score: Raw -226065.407919 + Penalty 2590.939367 = -223474.468552
  nChanged 42
		SP:Iteration 9Q (38111.300000 sec): 3 clusters
  Score: Raw -226090.923624 + Penalty 2590.939367 = -223499.984257
  nChanged 48
		SP:Iteration 10Q (38111.480000 sec): 3 clusters
  Score: Raw -226122.422167 + Penalty 2590.939367 = -223531.482800
  nChanged 52
		SP:Iteration 11Q (38111.650000 sec): 3 clusters
  Score: Raw -226152.670887 + Penalty 2590.939367 = -223561.731520
  nChanged 45
		SP:Iteration 12Q (38111.830000 sec): 3 clusters
  Score: Raw -226178.198666 + Penalty 2590.939367 = -223587.259299
  nChanged 45
		SP:Iteration 13Q (38112.050000 sec): 3 clusters
  Score: Raw -226198.135793 + Penalty 2590.939367 = -223607.196426
  nChanged 28
		SP:Iteration 14Q (38112.200000 sec): 3 clusters
  Score: Raw -226209.451021 + Penalty 2590.939367 = -223618.511654
  nChanged 18
		SP:Iteration 15Q (38112.360000 sec): 3 clusters
  Score: Raw -226214.724407 + Penalty 2590.939367 = -223623.785040
  nChanged 11
		SP:Iteration 16Q (38112.510000 sec): 3 clusters
  Score: Raw -226219.817783 + Penalty 2590.939367 = -223628.878416
  nChanged 13
		SP:Iteration 17Q (38112.670000 sec): 3 clusters
  Score: Raw -226223.682290 + Penalty 2590.939367 = -223632.742923
  nChanged 17
		SP:Iteration 18Q (38112.820000 sec): 3 clusters
  Score: Raw -226230.581622 + Penalty 2590.939367 = -223639.642255
  nChanged 12
		SP:Iteration 19Q (38112.980000 sec): 3 clusters
  Score: Raw -226236.494753 + Penalty 2590.939367 = -223645.555387
  nChanged 8
		SP:Iteration 20F (38113.160000 sec): 3 clusters
  Score: Raw -226238.608561 + Penalty 2590.939367 = -223647.669194
  nChanged 4
		SP:Iteration 21Q (38113.330000 sec): 3 clusters
  Score: Raw -226239.661470 + Penalty 2590.939367 = -223648.722103
  nChanged 5
		SP:Iteration 22Q (38113.490000 sec): 3 clusters
  Score: Raw -226241.566476 + Penalty 2590.939367 = -223650.627109
  nChanged 9
		SP:Iteration 23Q (38113.640000 sec): 3 clusters
  Score: Raw -226244.557434 + Penalty 2590.939367 = -223653.618067
  nChanged 4
		SP:Iteration 24Q (38113.820000 sec): 3 clusters
  Score: Raw -226245.955360 + Penalty 2590.939367 = -223655.015994
  nChanged 7
		SP:Iteration 25Q (38113.990000 sec): 3 clusters
  Score: Raw -226248.071532 + Penalty 2590.939367 = -223657.132165
  nChanged 5
		SP:Iteration 26Q (38114.170000 sec): 3 clusters
  Score: Raw -226249.232574 + Penalty 2590.939367 = -223658.293207
  nChanged 4
		SP:Iteration 27Q (38114.340000 sec): 3 clusters
  Score: Raw -226250.731457 + Penalty 2590.939367 = -223659.792090
  nChanged 1
		SP:Iteration 28Q (38114.520000 sec): 3 clusters
  Score: Raw -226251.047863 + Penalty 2590.939367 = -223660.108496
  nChanged 0
		SP:Iteration 29F (38114.680000 sec): 3 clusters
  Score: Raw -226251.047863 + Penalty 2590.939367 = -223660.108496
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 86 (559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38114.760000 sec): 2 clusters
  Score: Raw -35317.666415 + Penalty 1027.999289 = -34289.667125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38114.920000 sec): 3 clusters
  Score: Raw -35260.309702 + Penalty 2055.998579 = -33204.311123
  nChanged 145
		SP:Iteration 1F (38115.080000 sec): 3 clusters
  Score: Raw -35460.338090 + Penalty 2055.998579 = -33404.339512
  nChanged 44
		SP:Iteration 2F (38115.260000 sec): 3 clusters
  Score: Raw -35553.759958 + Penalty 2055.998579 = -33497.761380
  nChanged 31
		SP:Iteration 3F (38115.430000 sec): 3 clusters
  Score: Raw -35619.811365 + Penalty 2055.998579 = -33563.812786
  nChanged 16
		SP:Iteration 4Q (38115.440000 sec): 3 clusters
  Score: Raw -35662.616843 + Penalty 2055.998579 = -33606.618264
  nChanged 18
		SP:Iteration 5Q (38115.460000 sec): 3 clusters
  Score: Raw -35696.453866 + Penalty 2055.998579 = -33640.455287
  nChanged 5
		SP:Iteration 6Q (38115.470000 sec): 3 clusters
  Score: Raw -35704.392966 + Penalty 2055.998579 = -33648.394387
  nChanged 9
		SP:Iteration 7Q (38115.480000 sec): 3 clusters
  Score: Raw -35727.378967 + Penalty 2055.998579 = -33671.380388
  nChanged 6
		SP:Iteration 8Q (38115.500000 sec): 3 clusters
  Score: Raw -35742.786178 + Penalty 2055.998579 = -33686.787600
  nChanged 9
		SP:Iteration 9Q (38115.520000 sec): 3 clusters
  Score: Raw -35759.361445 + Penalty 2055.998579 = -33703.362866
  nChanged 4
		SP:Iteration 10Q (38115.530000 sec): 3 clusters
  Score: Raw -35768.722243 + Penalty 2055.998579 = -33712.723665
  nChanged 3
		SP:Iteration 11Q (38115.550000 sec): 3 clusters
  Score: Raw -35775.311860 + Penalty 2055.998579 = -33719.313281
  nChanged 2
		SP:Iteration 12Q (38115.560000 sec): 3 clusters
  Score: Raw -35778.804910 + Penalty 2055.998579 = -33722.806332
  nChanged 0
		SP:Iteration 13F (38115.580000 sec): 3 clusters
  Score: Raw -35778.804910 + Penalty 2055.998579 = -33722.806332
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 87 (2169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38115.660000 sec): 2 clusters
  Score: Raw -172990.120316 + Penalty 1248.328496 = -171741.791820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38115.710000 sec): 3 clusters
  Score: Raw -172040.156642 + Penalty 2496.656991 = -169543.499651
  nChanged 758
		SP:Iteration 1F (38115.760000 sec): 3 clusters
  Score: Raw -172558.901199 + Penalty 2496.656991 = -170062.244208
  nChanged 180
		SP:Iteration 2F (38115.800000 sec): 3 clusters
  Score: Raw -172714.361900 + Penalty 2496.656991 = -170217.704909
  nChanged 121
		SP:Iteration 3F (38115.840000 sec): 3 clusters
  Score: Raw -172842.608996 + Penalty 2496.656991 = -170345.952005
  nChanged 103
		SP:Iteration 4Q (38115.890000 sec): 3 clusters
  Score: Raw -172951.873607 + Penalty 2496.656991 = -170455.216616
  nChanged 85
		SP:Iteration 5Q (38115.970000 sec): 3 clusters
  Score: Raw -173050.690878 + Penalty 2496.656991 = -170554.033887
  nChanged 87
		SP:Iteration 6Q (38116.150000 sec): 3 clusters
  Score: Raw -173137.823818 + Penalty 2496.656991 = -170641.166827
  nChanged 69
		SP:Iteration 7Q (38116.320000 sec): 3 clusters
  Score: Raw -173200.684337 + Penalty 2496.656991 = -170704.027346
  nChanged 59
		SP:Iteration 8Q (38116.500000 sec): 3 clusters
  Score: Raw -173258.027645 + Penalty 2496.656991 = -170761.370654
  nChanged 37
		SP:Iteration 9Q (38116.680000 sec): 3 clusters
  Score: Raw -173285.084220 + Penalty 2496.656991 = -170788.427229
  nChanged 25
		SP:Iteration 10Q (38116.850000 sec): 3 clusters
  Score: Raw -173304.037203 + Penalty 2496.656991 = -170807.380212
  nChanged 26
		SP:Iteration 11Q (38117.030000 sec): 3 clusters
  Score: Raw -173320.476488 + Penalty 2496.656991 = -170823.819497
  nChanged 18
		SP:Iteration 12Q (38117.200000 sec): 3 clusters
  Score: Raw -173335.894149 + Penalty 2496.656991 = -170839.237158
  nChanged 17
		SP:Iteration 13Q (38117.380000 sec): 3 clusters
  Score: Raw -173350.296872 + Penalty 2496.656991 = -170853.639881
  nChanged 20
		SP:Iteration 14Q (38117.550000 sec): 3 clusters
  Score: Raw -173367.648563 + Penalty 2496.656991 = -170870.991572
  nChanged 18
		SP:Iteration 15Q (38117.730000 sec): 3 clusters
  Score: Raw -173379.707373 + Penalty 2496.656991 = -170883.050382
  nChanged 11
		SP:Iteration 16Q (38117.900000 sec): 3 clusters
  Score: Raw -173385.715820 + Penalty 2496.656991 = -170889.058829
  nChanged 7
		SP:Iteration 17Q (38118.080000 sec): 3 clusters
  Score: Raw -173389.966959 + Penalty 2496.656991 = -170893.309968
  nChanged 4
		SP:Iteration 18Q (38118.260000 sec): 3 clusters
  Score: Raw -173392.004585 + Penalty 2496.656991 = -170895.347594
  nChanged 6
		SP:Iteration 19Q (38118.430000 sec): 3 clusters
  Score: Raw -173394.556917 + Penalty 2496.656991 = -170897.899926
  nChanged 5
		SP:Iteration 20F (38118.610000 sec): 3 clusters
  Score: Raw -173399.237856 + Penalty 2496.656991 = -170902.580865
  nChanged 2
		SP:Iteration 21Q (38118.780000 sec): 3 clusters
  Score: Raw -173400.445424 + Penalty 2496.656991 = -170903.788433
  nChanged 2
		SP:Iteration 22Q (38118.940000 sec): 3 clusters
  Score: Raw -173400.855758 + Penalty 2496.656991 = -170904.198767
  nChanged 0
		SP:Iteration 23F (38119.110000 sec): 3 clusters
  Score: Raw -173400.855758 + Penalty 2496.656991 = -170904.198767
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 88 (3323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38119.180000 sec): 2 clusters
  Score: Raw -264561.029376 + Penalty 1317.651281 = -263243.378095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38119.360000 sec): 3 clusters
  Score: Raw -263019.034531 + Penalty 2635.302562 = -260383.731969
  nChanged 1273
		SP:Iteration 1F (38119.530000 sec): 3 clusters
  Score: Raw -264025.597024 + Penalty 2635.302562 = -261390.294462
  nChanged 343
		SP:Iteration 2F (38119.710000 sec): 3 clusters
  Score: Raw -264362.899291 + Penalty 2635.302562 = -261727.596729
  nChanged 248
		SP:Iteration 3F (38119.880000 sec): 3 clusters
  Score: Raw -264598.091411 + Penalty 2635.302562 = -261962.788849
  nChanged 195
		SP:Iteration 4F (38120.060000 sec): 3 clusters
  Score: Raw -264743.844978 + Penalty 2635.302562 = -262108.542416
  nChanged 120
		SP:Iteration 5Q (38120.240000 sec): 3 clusters
  Score: Raw -264826.243467 + Penalty 2635.302562 = -262190.940905
  nChanged 92
		SP:Iteration 6Q (38120.410000 sec): 3 clusters
  Score: Raw -264884.267688 + Penalty 2635.302562 = -262248.965126
  nChanged 70
		SP:Iteration 7Q (38120.590000 sec): 3 clusters
  Score: Raw -264923.471375 + Penalty 2635.302562 = -262288.168812
  nChanged 56
		SP:Iteration 8Q (38120.760000 sec): 3 clusters
  Score: Raw -264949.019749 + Penalty 2635.302562 = -262313.717187
  nChanged 45
		SP:Iteration 9Q (38120.940000 sec): 3 clusters
  Score: Raw -264968.119045 + Penalty 2635.302562 = -262332.816483
  nChanged 28
		SP:Iteration 10Q (38121.080000 sec): 3 clusters
  Score: Raw -264980.049848 + Penalty 2635.302562 = -262344.747286
  nChanged 24
		SP:Iteration 11Q (38121.150000 sec): 3 clusters
  Score: Raw -264990.029602 + Penalty 2635.302562 = -262354.727040
  nChanged 15
		SP:Iteration 12Q (38121.210000 sec): 3 clusters
  Score: Raw -264994.426752 + Penalty 2635.302562 = -262359.124190
  nChanged 15
		SP:Iteration 13Q (38121.280000 sec): 3 clusters
  Score: Raw -264998.511845 + Penalty 2635.302562 = -262363.209282
  nChanged 14
		SP:Iteration 14Q (38121.340000 sec): 3 clusters
  Score: Raw -265004.623494 + Penalty 2635.302562 = -262369.320932
  nChanged 18
		SP:Iteration 15Q (38121.400000 sec): 3 clusters
  Score: Raw -265010.699361 + Penalty 2635.302562 = -262375.396799
  nChanged 14
		SP:Iteration 16Q (38121.460000 sec): 3 clusters
  Score: Raw -265015.933391 + Penalty 2635.302562 = -262380.630829
  nChanged 20
		SP:Iteration 17Q (38121.520000 sec): 3 clusters
  Score: Raw -265026.039177 + Penalty 2635.302562 = -262390.736615
  nChanged 20
		SP:Iteration 18Q (38121.580000 sec): 3 clusters
  Score: Raw -265033.713302 + Penalty 2635.302562 = -262398.410740
  nChanged 16
		SP:Iteration 19Q (38121.650000 sec): 3 clusters
  Score: Raw -265042.329711 + Penalty 2635.302562 = -262407.027148
  nChanged 20
		SP:Iteration 20F (38121.710000 sec): 3 clusters
  Score: Raw -265051.851579 + Penalty 2635.302562 = -262416.549017
  nChanged 17
		SP:Iteration 21Q (38121.770000 sec): 3 clusters
  Score: Raw -265057.749105 + Penalty 2635.302562 = -262422.446543
  nChanged 9
		SP:Iteration 22Q (38121.830000 sec): 3 clusters
  Score: Raw -265060.705758 + Penalty 2635.302562 = -262425.403196
  nChanged 10
		SP:Iteration 23Q (38122.010000 sec): 3 clusters
  Score: Raw -265063.976529 + Penalty 2635.302562 = -262428.673966
  nChanged 6
		SP:Iteration 24Q (38122.180000 sec): 3 clusters
  Score: Raw -265065.627733 + Penalty 2635.302562 = -262430.325170
  nChanged 3
		SP:Iteration 25Q (38122.360000 sec): 3 clusters
  Score: Raw -265066.244605 + Penalty 2635.302562 = -262430.942043
  nChanged 1
		SP:Iteration 26Q (38122.540000 sec): 3 clusters
  Score: Raw -265066.594527 + Penalty 2635.302562 = -262431.291964
  nChanged 1
		SP:Iteration 27Q (38122.710000 sec): 3 clusters
  Score: Raw -265066.829081 + Penalty 2635.302562 = -262431.526519
  nChanged 3
		SP:Iteration 28Q (38122.890000 sec): 3 clusters
  Score: Raw -265068.087896 + Penalty 2635.302562 = -262432.785334
  nChanged 3
		SP:Iteration 29Q (38123.060000 sec): 3 clusters
  Score: Raw -265069.123770 + Penalty 2635.302562 = -262433.821208
  nChanged 3
		SP:Iteration 30Q (38123.240000 sec): 3 clusters
  Score: Raw -265069.954356 + Penalty 2635.302562 = -262434.651793
  nChanged 2
		SP:Iteration 31Q (38123.420000 sec): 3 clusters
  Score: Raw -265070.336968 + Penalty 2635.302562 = -262435.034405
  nChanged 1
		SP:Iteration 32Q (38123.590000 sec): 3 clusters
  Score: Raw -265070.377142 + Penalty 2635.302562 = -262435.074580
  nChanged 0
		SP:Iteration 33F (38123.690000 sec): 3 clusters
  Score: Raw -265070.377142 + Penalty 2635.302562 = -262435.074580
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 89 (5880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38123.770000 sec): 2 clusters
  Score: Raw -491191.221232 + Penalty 1410.388207 = -489780.833025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38123.980000 sec): 3 clusters
  Score: Raw -488104.447117 + Penalty 2820.776413 = -485283.670703
  nChanged 2447
		SP:Iteration 1F (38124.170000 sec): 3 clusters
  Score: Raw -489592.397644 + Penalty 2820.776413 = -486771.621231
  nChanged 490
		SP:Iteration 2F (38124.360000 sec): 3 clusters
  Score: Raw -489915.892132 + Penalty 2820.776413 = -487095.115719
  nChanged 379
		SP:Iteration 3F (38124.580000 sec): 3 clusters
  Score: Raw -490127.786166 + Penalty 2820.776413 = -487307.009753
  nChanged 288
		SP:Iteration 4Q (38124.650000 sec): 3 clusters
  Score: Raw -490322.338609 + Penalty 2820.776413 = -487501.562196
  nChanged 280
		SP:Iteration 5Q (38124.760000 sec): 3 clusters
  Score: Raw -490503.844297 + Penalty 2820.776413 = -487683.067883
  nChanged 235
		SP:Iteration 6Q (38125.010000 sec): 3 clusters
  Score: Raw -490651.246162 + Penalty 2820.776413 = -487830.469749
  nChanged 218
		SP:Iteration 7Q (38125.200000 sec): 3 clusters
  Score: Raw -490787.585009 + Penalty 2820.776413 = -487966.808596
  nChanged 222
		SP:Iteration 8Q (38125.370000 sec): 3 clusters
  Score: Raw -490937.441278 + Penalty 2820.776413 = -488116.664865
  nChanged 203
		SP:Iteration 9Q (38125.530000 sec): 3 clusters
  Score: Raw -491089.825338 + Penalty 2820.776413 = -488269.048925
  nChanged 200
		SP:Iteration 10Q (38125.700000 sec): 3 clusters
  Score: Raw -491220.334180 + Penalty 2820.776413 = -488399.557767
  nChanged 177
		SP:Iteration 11Q (38125.900000 sec): 3 clusters
  Score: Raw -491332.290394 + Penalty 2820.776413 = -488511.513980
  nChanged 147
		SP:Iteration 12Q (38126.090000 sec): 3 clusters
  Score: Raw -491435.370740 + Penalty 2820.776413 = -488614.594327
  nChanged 149
		SP:Iteration 13Q (38126.250000 sec): 3 clusters
  Score: Raw -491535.103347 + Penalty 2820.776413 = -488714.326933
  nChanged 119
		SP:Iteration 14Q (38126.420000 sec): 3 clusters
  Score: Raw -491599.954733 + Penalty 2820.776413 = -488779.178320
  nChanged 101
		SP:Iteration 15Q (38126.590000 sec): 3 clusters
  Score: Raw -491659.751735 + Penalty 2820.776413 = -488838.975322
  nChanged 102
		SP:Iteration 16Q (38126.690000 sec): 3 clusters
  Score: Raw -491725.633903 + Penalty 2820.776413 = -488904.857490
  nChanged 100
		SP:Iteration 17Q (38126.880000 sec): 3 clusters
  Score: Raw -491787.805631 + Penalty 2820.776413 = -488967.029217
  nChanged 77
		SP:Iteration 18Q (38127.090000 sec): 3 clusters
  Score: Raw -491833.699677 + Penalty 2820.776413 = -489012.923264
  nChanged 78
		SP:Iteration 19Q (38127.230000 sec): 3 clusters
  Score: Raw -491874.173899 + Penalty 2820.776413 = -489053.397485
  nChanged 70
		SP:Iteration 20F (38127.330000 sec): 3 clusters
  Score: Raw -491917.709052 + Penalty 2820.776413 = -489096.932639
  nChanged 71
		SP:Iteration 21Q (38127.430000 sec): 3 clusters
  Score: Raw -491966.331659 + Penalty 2820.776413 = -489145.555246
  nChanged 58
		SP:Iteration 22Q (38127.650000 sec): 3 clusters
  Score: Raw -492000.971146 + Penalty 2820.776413 = -489180.194732
  nChanged 61
		SP:Iteration 23Q (38127.830000 sec): 3 clusters
  Score: Raw -492027.416797 + Penalty 2820.776413 = -489206.640384
  nChanged 43
		SP:Iteration 24Q (38128.020000 sec): 3 clusters
  Score: Raw -492042.100048 + Penalty 2820.776413 = -489221.323635
  nChanged 26
		SP:Iteration 25Q (38128.190000 sec): 3 clusters
  Score: Raw -492052.484532 + Penalty 2820.776413 = -489231.708119
  nChanged 28
		SP:Iteration 26Q (38128.370000 sec): 3 clusters
  Score: Raw -492065.151818 + Penalty 2820.776413 = -489244.375405
  nChanged 23
		SP:Iteration 27Q (38128.550000 sec): 3 clusters
  Score: Raw -492073.592940 + Penalty 2820.776413 = -489252.816527
  nChanged 14
		SP:Iteration 28Q (38128.670000 sec): 3 clusters
  Score: Raw -492079.829334 + Penalty 2820.776413 = -489259.052920
  nChanged 18
		SP:Iteration 29Q (38128.790000 sec): 3 clusters
  Score: Raw -492088.073656 + Penalty 2820.776413 = -489267.297243
  nChanged 14
		SP:Iteration 30Q (38128.970000 sec): 3 clusters
  Score: Raw -492093.970036 + Penalty 2820.776413 = -489273.193622
  nChanged 11
		SP:Iteration 31Q (38129.140000 sec): 3 clusters
  Score: Raw -492097.424651 + Penalty 2820.776413 = -489276.648238
  nChanged 10
		SP:Iteration 32Q (38129.310000 sec): 3 clusters
  Score: Raw -492100.268546 + Penalty 2820.776413 = -489279.492132
  nChanged 5
		SP:Iteration 33Q (38129.480000 sec): 3 clusters
  Score: Raw -492102.872528 + Penalty 2820.776413 = -489282.096115
  nChanged 9
		SP:Iteration 34Q (38129.650000 sec): 3 clusters
  Score: Raw -492107.214843 + Penalty 2820.776413 = -489286.438430
  nChanged 7
		SP:Iteration 35Q (38129.810000 sec): 3 clusters
  Score: Raw -492109.633418 + Penalty 2820.776413 = -489288.857004
  nChanged 4
		SP:Iteration 36Q (38129.980000 sec): 3 clusters
  Score: Raw -492110.730154 + Penalty 2820.776413 = -489289.953741
  nChanged 3
		SP:Iteration 37Q (38130.130000 sec): 3 clusters
  Score: Raw -492111.165460 + Penalty 2820.776413 = -489290.389047
  nChanged 2
		SP:Iteration 38Q (38130.230000 sec): 3 clusters
  Score: Raw -492111.329907 + Penalty 2820.776413 = -489290.553494
  nChanged 2
		SP:Iteration 39Q (38130.460000 sec): 3 clusters
  Score: Raw -492111.795590 + Penalty 2820.776413 = -489291.019177
  nChanged 1
		SP:Iteration 40F (38130.620000 sec): 3 clusters
  Score: Raw -492111.980495 + Penalty 2820.776413 = -489291.204082
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 90 (5157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38130.750000 sec): 2 clusters
  Score: Raw -436614.873783 + Penalty 1389.067923 = -435225.805860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38130.930000 sec): 3 clusters
  Score: Raw -433933.744961 + Penalty 2778.135846 = -431155.609115
  nChanged 2086
		SP:Iteration 1F (38131.100000 sec): 3 clusters
  Score: Raw -435264.555133 + Penalty 2778.135846 = -432486.419287
  nChanged 449
		SP:Iteration 2F (38131.280000 sec): 3 clusters
  Score: Raw -435650.279686 + Penalty 2778.135846 = -432872.143840
  nChanged 382
		SP:Iteration 3F (38131.430000 sec): 3 clusters
  Score: Raw -436051.189518 + Penalty 2778.135846 = -433273.053672
  nChanged 374
		SP:Iteration 4F (38131.540000 sec): 3 clusters
  Score: Raw -436432.681299 + Penalty 2778.135846 = -433654.545453
  nChanged 315
		SP:Iteration 5F (38131.710000 sec): 3 clusters
  Score: Raw -436680.898674 + Penalty 2778.135846 = -433902.762828
  nChanged 221
		SP:Iteration 6Q (38131.800000 sec): 3 clusters
  Score: Raw -436833.733112 + Penalty 2778.135846 = -434055.597266
  nChanged 173
		SP:Iteration 7Q (38131.990000 sec): 3 clusters
  Score: Raw -436950.325133 + Penalty 2778.135846 = -434172.189288
  nChanged 140
		SP:Iteration 8Q (38132.170000 sec): 3 clusters
  Score: Raw -437021.932914 + Penalty 2778.135846 = -434243.797069
  nChanged 103
		SP:Iteration 9Q (38132.280000 sec): 3 clusters
  Score: Raw -437068.853705 + Penalty 2778.135846 = -434290.717860
  nChanged 81
		SP:Iteration 10Q (38132.370000 sec): 3 clusters
  Score: Raw -437101.722331 + Penalty 2778.135846 = -434323.586486
  nChanged 52
		SP:Iteration 11Q (38132.470000 sec): 3 clusters
  Score: Raw -437119.124199 + Penalty 2778.135846 = -434340.988354
  nChanged 52
		SP:Iteration 12Q (38132.560000 sec): 3 clusters
  Score: Raw -437136.690024 + Penalty 2778.135846 = -434358.554178
  nChanged 39
		SP:Iteration 13Q (38132.650000 sec): 3 clusters
  Score: Raw -437151.970280 + Penalty 2778.135846 = -434373.834435
  nChanged 47
		SP:Iteration 14Q (38132.750000 sec): 3 clusters
  Score: Raw -437166.549539 + Penalty 2778.135846 = -434388.413694
  nChanged 29
		SP:Iteration 15Q (38132.840000 sec): 3 clusters
  Score: Raw -437176.215769 + Penalty 2778.135846 = -434398.079923
  nChanged 39
		SP:Iteration 16Q (38132.930000 sec): 3 clusters
  Score: Raw -437190.856566 + Penalty 2778.135846 = -434412.720720
  nChanged 34
		SP:Iteration 17Q (38133.030000 sec): 3 clusters
  Score: Raw -437201.832090 + Penalty 2778.135846 = -434423.696244
  nChanged 29
		SP:Iteration 18Q (38133.120000 sec): 3 clusters
  Score: Raw -437214.176861 + Penalty 2778.135846 = -434436.041015
  nChanged 22
		SP:Iteration 19Q (38133.210000 sec): 3 clusters
  Score: Raw -437221.571140 + Penalty 2778.135846 = -434443.435295
  nChanged 25
		SP:Iteration 20F (38133.310000 sec): 3 clusters
  Score: Raw -437228.232069 + Penalty 2778.135846 = -434450.096223
  nChanged 17
		SP:Iteration 21Q (38133.400000 sec): 3 clusters
  Score: Raw -437233.617429 + Penalty 2778.135846 = -434455.481584
  nChanged 15
		SP:Iteration 22Q (38133.500000 sec): 3 clusters
  Score: Raw -437237.618033 + Penalty 2778.135846 = -434459.482188
  nChanged 13
		SP:Iteration 23Q (38133.590000 sec): 3 clusters
  Score: Raw -437240.876003 + Penalty 2778.135846 = -434462.740158
  nChanged 17
		SP:Iteration 24Q (38133.690000 sec): 3 clusters
  Score: Raw -437244.968655 + Penalty 2778.135846 = -434466.832809
  nChanged 15
		SP:Iteration 25Q (38133.780000 sec): 3 clusters
  Score: Raw -437247.716691 + Penalty 2778.135846 = -434469.580845
  nChanged 10
		SP:Iteration 26Q (38133.870000 sec): 3 clusters
  Score: Raw -437251.643283 + Penalty 2778.135846 = -434473.507438
  nChanged 28
		SP:Iteration 27Q (38133.970000 sec): 3 clusters
  Score: Raw -437259.688640 + Penalty 2778.135846 = -434481.552794
  nChanged 21
		SP:Iteration 28Q (38134.060000 sec): 3 clusters
  Score: Raw -437264.298500 + Penalty 2778.135846 = -434486.162655
  nChanged 15
		SP:Iteration 29Q (38134.150000 sec): 3 clusters
  Score: Raw -437267.332844 + Penalty 2778.135846 = -434489.196998
  nChanged 18
		SP:Iteration 30Q (38134.250000 sec): 3 clusters
  Score: Raw -437272.835400 + Penalty 2778.135846 = -434494.699554
  nChanged 12
		SP:Iteration 31Q (38134.340000 sec): 3 clusters
  Score: Raw -437276.589872 + Penalty 2778.135846 = -434498.454026
  nChanged 10
		SP:Iteration 32Q (38134.430000 sec): 3 clusters
  Score: Raw -437278.835023 + Penalty 2778.135846 = -434500.699177
  nChanged 9
		SP:Iteration 33Q (38134.530000 sec): 3 clusters
  Score: Raw -437281.225178 + Penalty 2778.135846 = -434503.089333
  nChanged 9
		SP:Iteration 34Q (38134.620000 sec): 3 clusters
  Score: Raw -437283.585327 + Penalty 2778.135846 = -434505.449482
  nChanged 9
		SP:Iteration 35Q (38134.710000 sec): 3 clusters
  Score: Raw -437286.794757 + Penalty 2778.135846 = -434508.658911
  nChanged 15
		SP:Iteration 36Q (38134.800000 sec): 3 clusters
  Score: Raw -437290.876808 + Penalty 2778.135846 = -434512.740962
  nChanged 19
		SP:Iteration 37Q (38135.040000 sec): 3 clusters
  Score: Raw -437295.096738 + Penalty 2778.135846 = -434516.960893
  nChanged 13
		SP:Iteration 38Q (38135.210000 sec): 3 clusters
  Score: Raw -437296.861558 + Penalty 2778.135846 = -434518.725713
  nChanged 3
		SP:Iteration 39Q (38135.300000 sec): 3 clusters
  Score: Raw -437297.222652 + Penalty 2778.135846 = -434519.086806
  nChanged 3
		SP:Iteration 40F (38135.400000 sec): 3 clusters
  Score: Raw -437297.547287 + Penalty 2778.135846 = -434519.411441
  nChanged 2
		SP:Iteration 41Q (38135.590000 sec): 3 clusters
  Score: Raw -437297.741451 + Penalty 2778.135846 = -434519.605606
  nChanged 3
		SP:Iteration 42Q (38135.760000 sec): 3 clusters
  Score: Raw -437298.360744 + Penalty 2778.135846 = -434520.224898
  nChanged 2
		SP:Iteration 43Q (38135.930000 sec): 3 clusters
  Score: Raw -437298.966713 + Penalty 2778.135846 = -434520.830867
  nChanged 2
		SP:Iteration 44Q (38136.110000 sec): 3 clusters
  Score: Raw -437299.132366 + Penalty 2778.135846 = -434520.996521
  nChanged 0
		SP:Iteration 45F (38136.290000 sec): 3 clusters
  Score: Raw -437299.132366 + Penalty 2778.135846 = -434520.996521
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 91 (3651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38136.390000 sec): 2 clusters
  Score: Raw -308167.436130 + Penalty 1332.947912 = -306834.488218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38136.570000 sec): 3 clusters
  Score: Raw -306380.299965 + Penalty 2665.895824 = -303714.404141
  nChanged 1448
		SP:Iteration 1F (38136.740000 sec): 3 clusters
  Score: Raw -307285.432204 + Penalty 2665.895824 = -304619.536380
  nChanged 311
		SP:Iteration 2F (38136.920000 sec): 3 clusters
  Score: Raw -307513.998604 + Penalty 2665.895824 = -304848.102780
  nChanged 229
		SP:Iteration 3F (38137.090000 sec): 3 clusters
  Score: Raw -307698.931476 + Penalty 2665.895824 = -305033.035652
  nChanged 211
		SP:Iteration 4F (38137.270000 sec): 3 clusters
  Score: Raw -307902.905780 + Penalty 2665.895824 = -305237.009956
  nChanged 218
		SP:Iteration 5F (38137.450000 sec): 3 clusters
  Score: Raw -308145.246276 + Penalty 2665.895824 = -305479.350452
  nChanged 231
		SP:Iteration 6F (38137.620000 sec): 3 clusters
  Score: Raw -308399.447636 + Penalty 2665.895824 = -305733.551812
  nChanged 180
		SP:Iteration 7Q (38137.800000 sec): 3 clusters
  Score: Raw -308570.689042 + Penalty 2665.895824 = -305904.793218
  nChanged 141
		SP:Iteration 8Q (38137.970000 sec): 3 clusters
  Score: Raw -308677.881866 + Penalty 2665.895824 = -306011.986042
  nChanged 101
		SP:Iteration 9Q (38138.070000 sec): 3 clusters
  Score: Raw -308740.861415 + Penalty 2665.895824 = -306074.965591
  nChanged 69
		SP:Iteration 10Q (38138.150000 sec): 3 clusters
  Score: Raw -308781.953261 + Penalty 2665.895824 = -306116.057437
  nChanged 55
		SP:Iteration 11Q (38138.210000 sec): 3 clusters
  Score: Raw -308815.350575 + Penalty 2665.895824 = -306149.454751
  nChanged 45
		SP:Iteration 12Q (38138.290000 sec): 3 clusters
  Score: Raw -308839.716551 + Penalty 2665.895824 = -306173.820727
  nChanged 24
		SP:Iteration 13Q (38138.350000 sec): 3 clusters
  Score: Raw -308852.060376 + Penalty 2665.895824 = -306186.164552
  nChanged 24
		SP:Iteration 14Q (38138.420000 sec): 3 clusters
  Score: Raw -308865.019330 + Penalty 2665.895824 = -306199.123506
  nChanged 28
		SP:Iteration 15Q (38138.490000 sec): 3 clusters
  Score: Raw -308875.773661 + Penalty 2665.895824 = -306209.877837
  nChanged 12
		SP:Iteration 16Q (38138.560000 sec): 3 clusters
  Score: Raw -308879.595106 + Penalty 2665.895824 = -306213.699282
  nChanged 9
		SP:Iteration 17Q (38138.630000 sec): 3 clusters
  Score: Raw -308882.978030 + Penalty 2665.895824 = -306217.082206
  nChanged 9
		SP:Iteration 18Q (38138.690000 sec): 3 clusters
  Score: Raw -308887.015600 + Penalty 2665.895824 = -306221.119776
  nChanged 7
		SP:Iteration 19Q (38138.760000 sec): 3 clusters
  Score: Raw -308890.758211 + Penalty 2665.895824 = -306224.862387
  nChanged 10
		SP:Iteration 20F (38138.830000 sec): 3 clusters
  Score: Raw -308895.637515 + Penalty 2665.895824 = -306229.741691
  nChanged 5
		SP:Iteration 21Q (38138.900000 sec): 3 clusters
  Score: Raw -308897.643598 + Penalty 2665.895824 = -306231.747774
  nChanged 10
		SP:Iteration 22Q (38138.970000 sec): 3 clusters
  Score: Raw -308903.465651 + Penalty 2665.895824 = -306237.569827
  nChanged 12
		SP:Iteration 23Q (38139.030000 sec): 3 clusters
  Score: Raw -308908.870042 + Penalty 2665.895824 = -306242.974218
  nChanged 8
		SP:Iteration 24Q (38139.110000 sec): 3 clusters
  Score: Raw -308913.968649 + Penalty 2665.895824 = -306248.072825
  nChanged 8
		SP:Iteration 25Q (38139.170000 sec): 3 clusters
  Score: Raw -308921.309823 + Penalty 2665.895824 = -306255.413999
  nChanged 9
		SP:Iteration 26Q (38139.240000 sec): 3 clusters
  Score: Raw -308925.492081 + Penalty 2665.895824 = -306259.596256
  nChanged 5
		SP:Iteration 27Q (38139.310000 sec): 3 clusters
  Score: Raw -308928.112781 + Penalty 2665.895824 = -306262.216957
  nChanged 2
		SP:Iteration 28Q (38139.450000 sec): 3 clusters
  Score: Raw -308928.755040 + Penalty 2665.895824 = -306262.859216
  nChanged 0
		SP:Iteration 29F (38139.490000 sec): 3 clusters
  Score: Raw -308928.755040 + Penalty 2665.895824 = -306262.859216
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 92 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38139.560000 sec): 2 clusters
  Score: Raw -313756.109654 + Penalty 1311.725238 = -312444.384416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38139.630000 sec): 3 clusters
  Score: Raw -312231.934726 + Penalty 2623.450475 = -309608.484251
  nChanged 1230
		SP:Iteration 1F (38139.690000 sec): 3 clusters
  Score: Raw -312966.055999 + Penalty 2623.450475 = -310342.605524
  nChanged 278
		SP:Iteration 2F (38139.750000 sec): 3 clusters
  Score: Raw -313186.055469 + Penalty 2623.450475 = -310562.604994
  nChanged 202
		SP:Iteration 3F (38139.810000 sec): 3 clusters
  Score: Raw -313310.301976 + Penalty 2623.450475 = -310686.851500
  nChanged 139
		SP:Iteration 4Q (38139.870000 sec): 3 clusters
  Score: Raw -313392.333903 + Penalty 2623.450475 = -310768.883428
  nChanged 107
		SP:Iteration 5Q (38139.940000 sec): 3 clusters
  Score: Raw -313459.857691 + Penalty 2623.450475 = -310836.407216
  nChanged 129
		SP:Iteration 6Q (38140.000000 sec): 3 clusters
  Score: Raw -313538.615451 + Penalty 2623.450475 = -310915.164976
  nChanged 129
		SP:Iteration 7Q (38140.060000 sec): 3 clusters
  Score: Raw -313620.044911 + Penalty 2623.450475 = -310996.594436
  nChanged 107
		SP:Iteration 8Q (38140.120000 sec): 3 clusters
  Score: Raw -313686.911690 + Penalty 2623.450475 = -311063.461215
  nChanged 100
		SP:Iteration 9Q (38140.180000 sec): 3 clusters
  Score: Raw -313741.355213 + Penalty 2623.450475 = -311117.904738
  nChanged 81
		SP:Iteration 10Q (38140.240000 sec): 3 clusters
  Score: Raw -313782.559040 + Penalty 2623.450475 = -311159.108565
  nChanged 55
		SP:Iteration 11Q (38140.310000 sec): 3 clusters
  Score: Raw -313810.281847 + Penalty 2623.450475 = -311186.831372
  nChanged 51
		SP:Iteration 12Q (38140.370000 sec): 3 clusters
  Score: Raw -313834.514039 + Penalty 2623.450475 = -311211.063564
  nChanged 37
		SP:Iteration 13Q (38140.430000 sec): 3 clusters
  Score: Raw -313853.329710 + Penalty 2623.450475 = -311229.879235
  nChanged 41
		SP:Iteration 14Q (38140.530000 sec): 3 clusters
  Score: Raw -313872.834278 + Penalty 2623.450475 = -311249.383802
  nChanged 22
		SP:Iteration 15Q (38140.700000 sec): 3 clusters
  Score: Raw -313882.220071 + Penalty 2623.450475 = -311258.769595
  nChanged 18
		SP:Iteration 16Q (38140.880000 sec): 3 clusters
  Score: Raw -313889.621767 + Penalty 2623.450475 = -311266.171292
  nChanged 11
		SP:Iteration 17Q (38141.050000 sec): 3 clusters
  Score: Raw -313893.709020 + Penalty 2623.450475 = -311270.258545
  nChanged 11
		SP:Iteration 18Q (38141.230000 sec): 3 clusters
  Score: Raw -313898.058554 + Penalty 2623.450475 = -311274.608079
  nChanged 10
		SP:Iteration 19Q (38141.300000 sec): 3 clusters
  Score: Raw -313902.777745 + Penalty 2623.450475 = -311279.327270
  nChanged 14
		SP:Iteration 20F (38141.360000 sec): 3 clusters
  Score: Raw -313908.563154 + Penalty 2623.450475 = -311285.112679
  nChanged 10
		SP:Iteration 21Q (38141.420000 sec): 3 clusters
  Score: Raw -313912.399497 + Penalty 2623.450475 = -311288.949022
  nChanged 10
		SP:Iteration 22Q (38141.480000 sec): 3 clusters
  Score: Raw -313916.359945 + Penalty 2623.450475 = -311292.909470
  nChanged 7
		SP:Iteration 23Q (38141.540000 sec): 3 clusters
  Score: Raw -313919.080535 + Penalty 2623.450475 = -311295.630060
  nChanged 6
		SP:Iteration 24Q (38141.610000 sec): 3 clusters
  Score: Raw -313921.552535 + Penalty 2623.450475 = -311298.102060
  nChanged 5
		SP:Iteration 25Q (38141.670000 sec): 3 clusters
  Score: Raw -313923.068684 + Penalty 2623.450475 = -311299.618209
  nChanged 1
		SP:Iteration 26Q (38141.730000 sec): 3 clusters
  Score: Raw -313923.366042 + Penalty 2623.450475 = -311299.915567
  nChanged 2
		SP:Iteration 27Q (38141.790000 sec): 3 clusters
  Score: Raw -313924.055888 + Penalty 2623.450475 = -311300.605413
  nChanged 2
		SP:Iteration 28Q (38141.930000 sec): 3 clusters
  Score: Raw -313924.715747 + Penalty 2623.450475 = -311301.265271
  nChanged 3
		SP:Iteration 29Q (38141.990000 sec): 3 clusters
  Score: Raw -313925.539117 + Penalty 2623.450475 = -311302.088642
  nChanged 3
		SP:Iteration 30Q (38142.050000 sec): 3 clusters
  Score: Raw -313927.067263 + Penalty 2623.450475 = -311303.616788
  nChanged 3
		SP:Iteration 31Q (38142.110000 sec): 3 clusters
  Score: Raw -313929.282233 + Penalty 2623.450475 = -311305.831758
  nChanged 7
		SP:Iteration 32Q (38142.170000 sec): 3 clusters
  Score: Raw -313932.745867 + Penalty 2623.450475 = -311309.295392
  nChanged 7
		SP:Iteration 33Q (38142.240000 sec): 3 clusters
  Score: Raw -313936.829938 + Penalty 2623.450475 = -311313.379463
  nChanged 9
		SP:Iteration 34Q (38142.300000 sec): 3 clusters
  Score: Raw -313940.764130 + Penalty 2623.450475 = -311317.313655
  nChanged 4
		SP:Iteration 35Q (38142.360000 sec): 3 clusters
  Score: Raw -313942.263843 + Penalty 2623.450475 = -311318.813367
  nChanged 2
		SP:Iteration 36Q (38142.420000 sec): 3 clusters
  Score: Raw -313942.929614 + Penalty 2623.450475 = -311319.479139
  nChanged 0
		SP:Iteration 37F (38142.490000 sec): 3 clusters
  Score: Raw -313942.929614 + Penalty 2623.450475 = -311319.479139
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 93 (4286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38142.580000 sec): 2 clusters
  Score: Raw -346879.527694 + Penalty 1359.005241 = -345520.522453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38142.760000 sec): 3 clusters
  Score: Raw -344760.141099 + Penalty 2718.010482 = -342042.130617
  nChanged 1694
		SP:Iteration 1F (38142.830000 sec): 3 clusters
  Score: Raw -345854.265050 + Penalty 2718.010482 = -343136.254568
  nChanged 400
		SP:Iteration 2F (38142.920000 sec): 3 clusters
  Score: Raw -346225.687074 + Penalty 2718.010482 = -343507.676592
  nChanged 369
		SP:Iteration 3F (38143.000000 sec): 3 clusters
  Score: Raw -346599.292993 + Penalty 2718.010482 = -343881.282511
  nChanged 296
		SP:Iteration 4F (38143.080000 sec): 3 clusters
  Score: Raw -346843.066638 + Penalty 2718.010482 = -344125.056156
  nChanged 188
		SP:Iteration 5Q (38143.170000 sec): 3 clusters
  Score: Raw -346972.473318 + Penalty 2718.010482 = -344254.462836
  nChanged 139
		SP:Iteration 6Q (38143.250000 sec): 3 clusters
  Score: Raw -347053.844187 + Penalty 2718.010482 = -344335.833705
  nChanged 99
		SP:Iteration 7Q (38143.340000 sec): 3 clusters
  Score: Raw -347106.657037 + Penalty 2718.010482 = -344388.646555
  nChanged 79
		SP:Iteration 8Q (38143.430000 sec): 3 clusters
  Score: Raw -347145.255881 + Penalty 2718.010482 = -344427.245399
  nChanged 57
		SP:Iteration 9Q (38143.510000 sec): 3 clusters
  Score: Raw -347170.150584 + Penalty 2718.010482 = -344452.140102
  nChanged 50
		SP:Iteration 10Q (38143.600000 sec): 3 clusters
  Score: Raw -347189.199002 + Penalty 2718.010482 = -344471.188519
  nChanged 40
		SP:Iteration 11Q (38143.790000 sec): 3 clusters
  Score: Raw -347208.466706 + Penalty 2718.010482 = -344490.456224
  nChanged 48
		SP:Iteration 12Q (38143.960000 sec): 3 clusters
  Score: Raw -347237.416118 + Penalty 2718.010482 = -344519.405635
  nChanged 57
		SP:Iteration 13Q (38144.140000 sec): 3 clusters
  Score: Raw -347265.363562 + Penalty 2718.010482 = -344547.353079
  nChanged 49
		SP:Iteration 14Q (38144.310000 sec): 3 clusters
  Score: Raw -347285.166872 + Penalty 2718.010482 = -344567.156390
  nChanged 42
		SP:Iteration 15Q (38144.400000 sec): 3 clusters
  Score: Raw -347302.264084 + Penalty 2718.010482 = -344584.253602
  nChanged 39
		SP:Iteration 16Q (38144.490000 sec): 3 clusters
  Score: Raw -347319.060173 + Penalty 2718.010482 = -344601.049691
  nChanged 33
		SP:Iteration 17Q (38144.570000 sec): 3 clusters
  Score: Raw -347330.933712 + Penalty 2718.010482 = -344612.923230
  nChanged 27
		SP:Iteration 18Q (38144.660000 sec): 3 clusters
  Score: Raw -347339.334353 + Penalty 2718.010482 = -344621.323871
  nChanged 26
		SP:Iteration 19Q (38144.740000 sec): 3 clusters
  Score: Raw -347345.142878 + Penalty 2718.010482 = -344627.132396
  nChanged 18
		SP:Iteration 20F (38144.820000 sec): 3 clusters
  Score: Raw -347349.185319 + Penalty 2718.010482 = -344631.174837
  nChanged 15
		SP:Iteration 21Q (38144.910000 sec): 3 clusters
  Score: Raw -347353.954009 + Penalty 2718.010482 = -344635.943527
  nChanged 8
		SP:Iteration 22Q (38144.990000 sec): 3 clusters
  Score: Raw -347356.945634 + Penalty 2718.010482 = -344638.935152
  nChanged 11
		SP:Iteration 23Q (38145.070000 sec): 3 clusters
  Score: Raw -347362.067412 + Penalty 2718.010482 = -344644.056930
  nChanged 14
		SP:Iteration 24Q (38145.250000 sec): 3 clusters
  Score: Raw -347365.170347 + Penalty 2718.010482 = -344647.159865
  nChanged 15
		SP:Iteration 25Q (38145.430000 sec): 3 clusters
  Score: Raw -347370.430468 + Penalty 2718.010482 = -344652.419986
  nChanged 14
		SP:Iteration 26Q (38145.610000 sec): 3 clusters
  Score: Raw -347375.204115 + Penalty 2718.010482 = -344657.193633
  nChanged 15
		SP:Iteration 27Q (38145.780000 sec): 3 clusters
  Score: Raw -347380.588765 + Penalty 2718.010482 = -344662.578283
  nChanged 12
		SP:Iteration 28Q (38145.870000 sec): 3 clusters
  Score: Raw -347384.632392 + Penalty 2718.010482 = -344666.621910
  nChanged 16
		SP:Iteration 29Q (38145.950000 sec): 3 clusters
  Score: Raw -347390.647044 + Penalty 2718.010482 = -344672.636561
  nChanged 16
		SP:Iteration 30Q (38146.040000 sec): 3 clusters
  Score: Raw -347395.656006 + Penalty 2718.010482 = -344677.645524
  nChanged 21
		SP:Iteration 31Q (38146.120000 sec): 3 clusters
  Score: Raw -347401.883696 + Penalty 2718.010482 = -344683.873214
  nChanged 14
		SP:Iteration 32Q (38146.210000 sec): 3 clusters
  Score: Raw -347404.673454 + Penalty 2718.010482 = -344686.662972
  nChanged 11
		SP:Iteration 33Q (38146.290000 sec): 3 clusters
  Score: Raw -347406.892908 + Penalty 2718.010482 = -344688.882426
  nChanged 6
		SP:Iteration 34Q (38146.380000 sec): 3 clusters
  Score: Raw -347408.522447 + Penalty 2718.010482 = -344690.511964
  nChanged 5
		SP:Iteration 35Q (38146.460000 sec): 3 clusters
  Score: Raw -347409.956285 + Penalty 2718.010482 = -344691.945803
  nChanged 5
		SP:Iteration 36Q (38146.550000 sec): 3 clusters
  Score: Raw -347410.479491 + Penalty 2718.010482 = -344692.469009
  nChanged 0
		SP:Iteration 37F (38146.630000 sec): 3 clusters
  Score: Raw -347410.479491 + Penalty 2718.010482 = -344692.469009
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 94 (5948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38146.710000 sec): 2 clusters
  Score: Raw -492060.250472 + Penalty 1412.256675 = -490647.993797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38146.890000 sec): 3 clusters
  Score: Raw -488936.745725 + Penalty 2824.513350 = -486112.232375
  nChanged 2438
		SP:Iteration 1F (38147.050000 sec): 3 clusters
  Score: Raw -490360.240375 + Penalty 2824.513350 = -487535.727025
  nChanged 468
		SP:Iteration 2F (38147.220000 sec): 3 clusters
  Score: Raw -490710.479431 + Penalty 2824.513350 = -487885.966081
  nChanged 414
		SP:Iteration 3F (38147.390000 sec): 3 clusters
  Score: Raw -491037.892823 + Penalty 2824.513350 = -488213.379473
  nChanged 404
		SP:Iteration 4F (38147.600000 sec): 3 clusters
  Score: Raw -491377.477281 + Penalty 2824.513350 = -488552.963931
  nChanged 378
		SP:Iteration 5F (38147.770000 sec): 3 clusters
  Score: Raw -491672.720348 + Penalty 2824.513350 = -488848.206998
  nChanged 314
		SP:Iteration 6F (38147.940000 sec): 3 clusters
  Score: Raw -491885.324305 + Penalty 2824.513350 = -489060.810956
  nChanged 253
		SP:Iteration 7Q (38148.110000 sec): 3 clusters
  Score: Raw -492048.609436 + Penalty 2824.513350 = -489224.096086
  nChanged 203
		SP:Iteration 8Q (38148.320000 sec): 3 clusters
  Score: Raw -492162.640145 + Penalty 2824.513350 = -489338.126795
  nChanged 161
		SP:Iteration 9Q (38148.490000 sec): 3 clusters
  Score: Raw -492257.133344 + Penalty 2824.513350 = -489432.619994
  nChanged 128
		SP:Iteration 10Q (38148.680000 sec): 3 clusters
  Score: Raw -492311.929193 + Penalty 2824.513350 = -489487.415843
  nChanged 93
		SP:Iteration 11Q (38148.780000 sec): 3 clusters
  Score: Raw -492350.654013 + Penalty 2824.513350 = -489526.140663
  nChanged 95
		SP:Iteration 12Q (38148.970000 sec): 3 clusters
  Score: Raw -492381.864070 + Penalty 2824.513350 = -489557.350720
  nChanged 68
		SP:Iteration 13Q (38149.190000 sec): 3 clusters
  Score: Raw -492404.398498 + Penalty 2824.513350 = -489579.885148
  nChanged 54
		SP:Iteration 14Q (38149.280000 sec): 3 clusters
  Score: Raw -492426.832147 + Penalty 2824.513350 = -489602.318797
  nChanged 47
		SP:Iteration 15Q (38149.390000 sec): 3 clusters
  Score: Raw -492443.860573 + Penalty 2824.513350 = -489619.347223
  nChanged 44
		SP:Iteration 16Q (38149.600000 sec): 3 clusters
  Score: Raw -492459.036999 + Penalty 2824.513350 = -489634.523649
  nChanged 45
		SP:Iteration 17Q (38149.770000 sec): 3 clusters
  Score: Raw -492473.544720 + Penalty 2824.513350 = -489649.031370
  nChanged 39
		SP:Iteration 18Q (38149.930000 sec): 3 clusters
  Score: Raw -492485.303985 + Penalty 2824.513350 = -489660.790635
  nChanged 35
		SP:Iteration 19Q (38150.100000 sec): 3 clusters
  Score: Raw -492494.178726 + Penalty 2824.513350 = -489669.665376
  nChanged 29
		SP:Iteration 20F (38150.270000 sec): 3 clusters
  Score: Raw -492499.885535 + Penalty 2824.513350 = -489675.372185
  nChanged 16
		SP:Iteration 21Q (38150.430000 sec): 3 clusters
  Score: Raw -492503.839991 + Penalty 2824.513350 = -489679.326641
  nChanged 19
		SP:Iteration 22Q (38150.540000 sec): 3 clusters
  Score: Raw -492509.550039 + Penalty 2824.513350 = -489685.036689
  nChanged 22
		SP:Iteration 23Q (38150.730000 sec): 3 clusters
  Score: Raw -492515.177648 + Penalty 2824.513350 = -489690.664298
  nChanged 25
		SP:Iteration 24Q (38150.940000 sec): 3 clusters
  Score: Raw -492520.591768 + Penalty 2824.513350 = -489696.078419
  nChanged 20
		SP:Iteration 25Q (38151.070000 sec): 3 clusters
  Score: Raw -492524.830871 + Penalty 2824.513350 = -489700.317521
  nChanged 26
		SP:Iteration 26Q (38151.180000 sec): 3 clusters
  Score: Raw -492530.450438 + Penalty 2824.513350 = -489705.937088
  nChanged 24
		SP:Iteration 27Q (38151.290000 sec): 3 clusters
  Score: Raw -492536.131237 + Penalty 2824.513350 = -489711.617887
  nChanged 20
		SP:Iteration 28Q (38151.470000 sec): 3 clusters
  Score: Raw -492540.376386 + Penalty 2824.513350 = -489715.863036
  nChanged 16
		SP:Iteration 29Q (38151.690000 sec): 3 clusters
  Score: Raw -492543.509558 + Penalty 2824.513350 = -489718.996208
  nChanged 12
		SP:Iteration 30Q (38151.820000 sec): 3 clusters
  Score: Raw -492545.708421 + Penalty 2824.513350 = -489721.195071
  nChanged 8
		SP:Iteration 31Q (38151.990000 sec): 3 clusters
  Score: Raw -492546.754476 + Penalty 2824.513350 = -489722.241126
  nChanged 4
		SP:Iteration 32Q (38152.160000 sec): 3 clusters
  Score: Raw -492547.282334 + Penalty 2824.513350 = -489722.768984
  nChanged 5
		SP:Iteration 33Q (38152.320000 sec): 3 clusters
  Score: Raw -492548.064082 + Penalty 2824.513350 = -489723.550732
  nChanged 6
		SP:Iteration 34Q (38152.490000 sec): 3 clusters
  Score: Raw -492549.560239 + Penalty 2824.513350 = -489725.046889
  nChanged 6
		SP:Iteration 35Q (38152.650000 sec): 3 clusters
  Score: Raw -492550.313269 + Penalty 2824.513350 = -489725.799919
  nChanged 4
		SP:Iteration 36Q (38152.820000 sec): 3 clusters
  Score: Raw -492550.869145 + Penalty 2824.513350 = -489726.355795
  nChanged 7
		SP:Iteration 37Q (38152.990000 sec): 3 clusters
  Score: Raw -492551.948971 + Penalty 2824.513350 = -489727.435621
  nChanged 5
		SP:Iteration 38Q (38153.150000 sec): 3 clusters
  Score: Raw -492552.945593 + Penalty 2824.513350 = -489728.432243
  nChanged 8
		SP:Iteration 39Q (38153.320000 sec): 3 clusters
  Score: Raw -492554.256504 + Penalty 2824.513350 = -489729.743154
  nChanged 4
		SP:Iteration 40F (38153.490000 sec): 3 clusters
  Score: Raw -492554.688773 + Penalty 2824.513350 = -489730.175423
  nChanged 2
		SP:Iteration 41Q (38153.650000 sec): 3 clusters
  Score: Raw -492554.998117 + Penalty 2824.513350 = -489730.484767
  nChanged 2
		SP:Iteration 42Q (38153.820000 sec): 3 clusters
  Score: Raw -492555.307238 + Penalty 2824.513350 = -489730.793888
  nChanged 2
		SP:Iteration 43Q (38153.990000 sec): 3 clusters
  Score: Raw -492555.548161 + Penalty 2824.513350 = -489731.034811
  nChanged 1
		SP:Iteration 44Q (38154.150000 sec): 3 clusters
  Score: Raw -492555.629142 + Penalty 2824.513350 = -489731.115792
  nChanged 0
		SP:Iteration 45F (38154.320000 sec): 3 clusters
  Score: Raw -492555.629142 + Penalty 2824.513350 = -489731.115792
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 95 (4248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38154.410000 sec): 2 clusters
  Score: Raw -320706.362137 + Penalty 1357.558079 = -319348.804058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38154.590000 sec): 3 clusters
  Score: Raw -318569.272657 + Penalty 2715.116158 = -315854.156499
  nChanged 1679
		SP:Iteration 1F (38154.760000 sec): 3 clusters
  Score: Raw -319587.448351 + Penalty 2715.116158 = -316872.332193
  nChanged 339
		SP:Iteration 2F (38154.940000 sec): 3 clusters
  Score: Raw -319802.087312 + Penalty 2715.116158 = -317086.971154
  nChanged 258
		SP:Iteration 3F (38155.110000 sec): 3 clusters
  Score: Raw -319998.916748 + Penalty 2715.116158 = -317283.800590
  nChanged 222
		SP:Iteration 4F (38155.290000 sec): 3 clusters
  Score: Raw -320151.461678 + Penalty 2715.116158 = -317436.345520
  nChanged 186
		SP:Iteration 5Q (38155.470000 sec): 3 clusters
  Score: Raw -320272.690079 + Penalty 2715.116158 = -317557.573921
  nChanged 177
		SP:Iteration 6Q (38155.640000 sec): 3 clusters
  Score: Raw -320390.712509 + Penalty 2715.116158 = -317675.596351
  nChanged 159
		SP:Iteration 7Q (38155.820000 sec): 3 clusters
  Score: Raw -320494.542813 + Penalty 2715.116158 = -317779.426655
  nChanged 135
		SP:Iteration 8Q (38155.990000 sec): 3 clusters
  Score: Raw -320571.172725 + Penalty 2715.116158 = -317856.056567
  nChanged 118
		SP:Iteration 9Q (38156.170000 sec): 3 clusters
  Score: Raw -320632.292480 + Penalty 2715.116158 = -317917.176322
  nChanged 90
		SP:Iteration 10Q (38156.350000 sec): 3 clusters
  Score: Raw -320671.891133 + Penalty 2715.116158 = -317956.774975
  nChanged 73
		SP:Iteration 11Q (38156.520000 sec): 3 clusters
  Score: Raw -320709.789617 + Penalty 2715.116158 = -317994.673459
  nChanged 61
		SP:Iteration 12Q (38156.740000 sec): 3 clusters
  Score: Raw -320739.708589 + Penalty 2715.116158 = -318024.592431
  nChanged 56
		SP:Iteration 13Q (38156.920000 sec): 3 clusters
  Score: Raw -320762.866686 + Penalty 2715.116158 = -318047.750528
  nChanged 49
		SP:Iteration 14Q (38157.090000 sec): 3 clusters
  Score: Raw -320784.158067 + Penalty 2715.116158 = -318069.041909
  nChanged 38
		SP:Iteration 15Q (38157.270000 sec): 3 clusters
  Score: Raw -320797.286825 + Penalty 2715.116158 = -318082.170667
  nChanged 31
		SP:Iteration 16Q (38157.450000 sec): 3 clusters
  Score: Raw -320810.767280 + Penalty 2715.116158 = -318095.651122
  nChanged 35
		SP:Iteration 17Q (38157.620000 sec): 3 clusters
  Score: Raw -320824.078351 + Penalty 2715.116158 = -318108.962193
  nChanged 23
		SP:Iteration 18Q (38157.800000 sec): 3 clusters
  Score: Raw -320834.104322 + Penalty 2715.116158 = -318118.988164
  nChanged 23
		SP:Iteration 19Q (38157.970000 sec): 3 clusters
  Score: Raw -320842.257076 + Penalty 2715.116158 = -318127.140918
  nChanged 18
		SP:Iteration 20F (38158.150000 sec): 3 clusters
  Score: Raw -320848.618906 + Penalty 2715.116158 = -318133.502748
  nChanged 17
		SP:Iteration 21Q (38158.320000 sec): 3 clusters
  Score: Raw -320853.724009 + Penalty 2715.116158 = -318138.607851
  nChanged 12
		SP:Iteration 22Q (38158.500000 sec): 3 clusters
  Score: Raw -320856.027101 + Penalty 2715.116158 = -318140.910943
  nChanged 10
		SP:Iteration 23Q (38158.670000 sec): 3 clusters
  Score: Raw -320858.837804 + Penalty 2715.116158 = -318143.721646
  nChanged 6
		SP:Iteration 24Q (38158.850000 sec): 3 clusters
  Score: Raw -320860.200376 + Penalty 2715.116158 = -318145.084218
  nChanged 6
		SP:Iteration 25Q (38159.030000 sec): 3 clusters
  Score: Raw -320862.092013 + Penalty 2715.116158 = -318146.975855
  nChanged 6
		SP:Iteration 26Q (38159.200000 sec): 3 clusters
  Score: Raw -320864.914435 + Penalty 2715.116158 = -318149.798277
  nChanged 8
		SP:Iteration 27Q (38159.380000 sec): 3 clusters
  Score: Raw -320867.467396 + Penalty 2715.116158 = -318152.351238
  nChanged 7
		SP:Iteration 28Q (38159.550000 sec): 3 clusters
  Score: Raw -320869.113475 + Penalty 2715.116158 = -318153.997318
  nChanged 4
		SP:Iteration 29Q (38159.730000 sec): 3 clusters
  Score: Raw -320869.960563 + Penalty 2715.116158 = -318154.844405
  nChanged 4
		SP:Iteration 30Q (38159.910000 sec): 3 clusters
  Score: Raw -320870.612890 + Penalty 2715.116158 = -318155.496732
  nChanged 2
		SP:Iteration 31Q (38160.080000 sec): 3 clusters
  Score: Raw -320870.948113 + Penalty 2715.116158 = -318155.831955
  nChanged 1
		SP:Iteration 32Q (38160.260000 sec): 3 clusters
  Score: Raw -320871.119882 + Penalty 2715.116158 = -318156.003724
  nChanged 0
		SP:Iteration 33F (38160.430000 sec): 3 clusters
  Score: Raw -320871.119882 + Penalty 2715.116158 = -318156.003724
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 96 (3311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38160.550000 sec): 2 clusters
  Score: Raw -197082.334707 + Penalty 1317.063400 = -195765.271307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38160.720000 sec): 3 clusters
  Score: Raw -195532.817402 + Penalty 2634.126800 = -192898.690602
  nChanged 1274
		SP:Iteration 1F (38160.900000 sec): 3 clusters
  Score: Raw -196485.275534 + Penalty 2634.126800 = -193851.148735
  nChanged 368
		SP:Iteration 2F (38161.070000 sec): 3 clusters
  Score: Raw -196927.338396 + Penalty 2634.126800 = -194293.211597
  nChanged 280
		SP:Iteration 3F (38161.250000 sec): 3 clusters
  Score: Raw -197271.810196 + Penalty 2634.126800 = -194637.683397
  nChanged 206
		SP:Iteration 4F (38161.430000 sec): 3 clusters
  Score: Raw -197492.100986 + Penalty 2634.126800 = -194857.974187
  nChanged 179
		SP:Iteration 5F (38161.600000 sec): 3 clusters
  Score: Raw -197658.154018 + Penalty 2634.126800 = -195024.027218
  nChanged 123
		SP:Iteration 6Q (38161.780000 sec): 3 clusters
  Score: Raw -197736.978022 + Penalty 2634.126800 = -195102.851222
  nChanged 82
		SP:Iteration 7Q (38161.940000 sec): 3 clusters
  Score: Raw -197779.558602 + Penalty 2634.126800 = -195145.431803
  nChanged 54
		SP:Iteration 8Q (38162.130000 sec): 3 clusters
  Score: Raw -197803.487659 + Penalty 2634.126800 = -195169.360859
  nChanged 35
		SP:Iteration 9Q (38162.310000 sec): 3 clusters
  Score: Raw -197819.369575 + Penalty 2634.126800 = -195185.242776
  nChanged 29
		SP:Iteration 10Q (38162.480000 sec): 3 clusters
  Score: Raw -197833.358356 + Penalty 2634.126800 = -195199.231557
  nChanged 26
		SP:Iteration 11Q (38162.660000 sec): 3 clusters
  Score: Raw -197843.429463 + Penalty 2634.126800 = -195209.302664
  nChanged 21
		SP:Iteration 12Q (38162.830000 sec): 3 clusters
  Score: Raw -197853.305394 + Penalty 2634.126800 = -195219.178595
  nChanged 20
		SP:Iteration 13Q (38162.950000 sec): 3 clusters
  Score: Raw -197859.978089 + Penalty 2634.126800 = -195225.851289
  nChanged 20
		SP:Iteration 14Q (38163.070000 sec): 3 clusters
  Score: Raw -197865.695192 + Penalty 2634.126800 = -195231.568392
  nChanged 12
		SP:Iteration 15Q (38163.130000 sec): 3 clusters
  Score: Raw -197868.816198 + Penalty 2634.126800 = -195234.689398
  nChanged 13
		SP:Iteration 16Q (38163.190000 sec): 3 clusters
  Score: Raw -197871.592528 + Penalty 2634.126800 = -195237.465728
  nChanged 4
		SP:Iteration 17Q (38163.250000 sec): 3 clusters
  Score: Raw -197872.846540 + Penalty 2634.126800 = -195238.719740
  nChanged 4
		SP:Iteration 18Q (38163.320000 sec): 3 clusters
  Score: Raw -197874.299462 + Penalty 2634.126800 = -195240.172662
  nChanged 5
		SP:Iteration 19Q (38163.380000 sec): 3 clusters
  Score: Raw -197876.407000 + Penalty 2634.126800 = -195242.280200
  nChanged 5
		SP:Iteration 20F (38163.450000 sec): 3 clusters
  Score: Raw -197877.828701 + Penalty 2634.126800 = -195243.701901
  nChanged 6
		SP:Iteration 21Q (38163.510000 sec): 3 clusters
  Score: Raw -197879.233536 + Penalty 2634.126800 = -195245.106736
  nChanged 5
		SP:Iteration 22Q (38163.580000 sec): 3 clusters
  Score: Raw -197880.372628 + Penalty 2634.126800 = -195246.245828
  nChanged 4
		SP:Iteration 23Q (38163.640000 sec): 3 clusters
  Score: Raw -197881.395623 + Penalty 2634.126800 = -195247.268823
  nChanged 3
		SP:Iteration 24Q (38163.710000 sec): 3 clusters
  Score: Raw -197881.941066 + Penalty 2634.126800 = -195247.814266
  nChanged 1
		SP:Iteration 25Q (38163.770000 sec): 3 clusters
  Score: Raw -197882.275299 + Penalty 2634.126800 = -195248.148500
  nChanged 0
		SP:Iteration 26F (38163.840000 sec): 3 clusters
  Score: Raw -197882.275299 + Penalty 2634.126800 = -195248.148500
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 97 (3167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38163.900000 sec): 2 clusters
  Score: Raw -279761.353968 + Penalty 1309.837758 = -278451.516210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38163.960000 sec): 3 clusters
  Score: Raw -278272.171086 + Penalty 2619.675515 = -275652.495571
  nChanged 1221
		SP:Iteration 1F (38164.030000 sec): 3 clusters
  Score: Raw -278977.170410 + Penalty 2619.675515 = -276357.494895
  nChanged 273
		SP:Iteration 2F (38164.090000 sec): 3 clusters
  Score: Raw -279180.949150 + Penalty 2619.675515 = -276561.273635
  nChanged 180
		SP:Iteration 3F (38164.150000 sec): 3 clusters
  Score: Raw -279317.894114 + Penalty 2619.675515 = -276698.218599
  nChanged 157
		SP:Iteration 4Q (38164.210000 sec): 3 clusters
  Score: Raw -279466.130221 + Penalty 2619.675515 = -276846.454706
  nChanged 137
		SP:Iteration 5Q (38164.280000 sec): 3 clusters
  Score: Raw -279591.604480 + Penalty 2619.675515 = -276971.928965
  nChanged 130
		SP:Iteration 6Q (38164.340000 sec): 3 clusters
  Score: Raw -279711.650745 + Penalty 2619.675515 = -277091.975230
  nChanged 120
		SP:Iteration 7Q (38164.400000 sec): 3 clusters
  Score: Raw -279804.483177 + Penalty 2619.675515 = -277184.807662
  nChanged 114
		SP:Iteration 8Q (38164.460000 sec): 3 clusters
  Score: Raw -279899.225837 + Penalty 2619.675515 = -277279.550322
  nChanged 110
		SP:Iteration 9Q (38164.520000 sec): 3 clusters
  Score: Raw -280020.344057 + Penalty 2619.675515 = -277400.668542
  nChanged 128
		SP:Iteration 10Q (38164.590000 sec): 3 clusters
  Score: Raw -280152.298600 + Penalty 2619.675515 = -277532.623085
  nChanged 129
		SP:Iteration 11Q (38164.650000 sec): 3 clusters
  Score: Raw -280265.689894 + Penalty 2619.675515 = -277646.014379
  nChanged 108
		SP:Iteration 12Q (38164.710000 sec): 3 clusters
  Score: Raw -280349.447684 + Penalty 2619.675515 = -277729.772169
  nChanged 83
		SP:Iteration 13Q (38164.770000 sec): 3 clusters
  Score: Raw -280410.287648 + Penalty 2619.675515 = -277790.612133
  nChanged 71
		SP:Iteration 14Q (38164.830000 sec): 3 clusters
  Score: Raw -280449.225678 + Penalty 2619.675515 = -277829.550163
  nChanged 44
		SP:Iteration 15Q (38164.900000 sec): 3 clusters
  Score: Raw -280468.021092 + Penalty 2619.675515 = -277848.345577
  nChanged 35
		SP:Iteration 16Q (38164.960000 sec): 3 clusters
  Score: Raw -280479.788344 + Penalty 2619.675515 = -277860.112829
  nChanged 13
		SP:Iteration 17Q (38165.020000 sec): 3 clusters
  Score: Raw -280483.664392 + Penalty 2619.675515 = -277863.988876
  nChanged 8
		SP:Iteration 18Q (38165.080000 sec): 3 clusters
  Score: Raw -280487.259494 + Penalty 2619.675515 = -277867.583979
  nChanged 9
		SP:Iteration 19Q (38165.140000 sec): 3 clusters
  Score: Raw -280491.255391 + Penalty 2619.675515 = -277871.579875
  nChanged 16
		SP:Iteration 20F (38165.200000 sec): 3 clusters
  Score: Raw -280496.854909 + Penalty 2619.675515 = -277877.179394
  nChanged 10
		SP:Iteration 21Q (38165.260000 sec): 3 clusters
  Score: Raw -280500.172699 + Penalty 2619.675515 = -277880.497184
  nChanged 4
		SP:Iteration 22Q (38165.320000 sec): 3 clusters
  Score: Raw -280501.852504 + Penalty 2619.675515 = -277882.176989
  nChanged 6
		SP:Iteration 23Q (38165.500000 sec): 3 clusters
  Score: Raw -280503.237575 + Penalty 2619.675515 = -277883.562060
  nChanged 5
		SP:Iteration 24Q (38165.670000 sec): 3 clusters
  Score: Raw -280505.104973 + Penalty 2619.675515 = -277885.429458
  nChanged 6
		SP:Iteration 25Q (38165.850000 sec): 3 clusters
  Score: Raw -280507.859071 + Penalty 2619.675515 = -277888.183556
  nChanged 10
		SP:Iteration 26Q (38166.020000 sec): 3 clusters
  Score: Raw -280510.821635 + Penalty 2619.675515 = -277891.146120
  nChanged 10
		SP:Iteration 27Q (38166.200000 sec): 3 clusters
  Score: Raw -280514.447877 + Penalty 2619.675515 = -277894.772362
  nChanged 4
		SP:Iteration 28Q (38166.380000 sec): 3 clusters
  Score: Raw -280515.436948 + Penalty 2619.675515 = -277895.761432
  nChanged 5
		SP:Iteration 29Q (38166.550000 sec): 3 clusters
  Score: Raw -280517.681486 + Penalty 2619.675515 = -277898.005971
  nChanged 5
		SP:Iteration 30Q (38166.720000 sec): 3 clusters
  Score: Raw -280519.470930 + Penalty 2619.675515 = -277899.795415
  nChanged 4
		SP:Iteration 31Q (38166.900000 sec): 3 clusters
  Score: Raw -280521.315789 + Penalty 2619.675515 = -277901.640274
  nChanged 1
		SP:Iteration 32Q (38167.080000 sec): 3 clusters
  Score: Raw -280521.477851 + Penalty 2619.675515 = -277901.802336
  nChanged 0
		SP:Iteration 33F (38167.250000 sec): 3 clusters
  Score: Raw -280521.477851 + Penalty 2619.675515 = -277901.802336
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 98 (1910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38167.340000 sec): 2 clusters
  Score: Raw -167640.909466 + Penalty 1227.664510 = -166413.244956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38167.520000 sec): 3 clusters
  Score: Raw -166840.516115 + Penalty 2455.329019 = -164385.187096
  nChanged 648
		SP:Iteration 1F (38167.690000 sec): 3 clusters
  Score: Raw -167286.658882 + Penalty 2455.329019 = -164831.329863
  nChanged 163
		SP:Iteration 2F (38167.870000 sec): 3 clusters
  Score: Raw -167434.013291 + Penalty 2455.329019 = -164978.684272
  nChanged 129
		SP:Iteration 3F (38168.040000 sec): 3 clusters
  Score: Raw -167568.035165 + Penalty 2455.329019 = -165112.706146
  nChanged 96
		SP:Iteration 4F (38168.220000 sec): 3 clusters
  Score: Raw -167647.705600 + Penalty 2455.329019 = -165192.376581
  nChanged 67
		SP:Iteration 5Q (38168.400000 sec): 3 clusters
  Score: Raw -167710.862025 + Penalty 2455.329019 = -165255.533006
  nChanged 64
		SP:Iteration 6Q (38168.570000 sec): 3 clusters
  Score: Raw -167765.728056 + Penalty 2455.329019 = -165310.399037
  nChanged 63
		SP:Iteration 7Q (38168.750000 sec): 3 clusters
  Score: Raw -167816.666623 + Penalty 2455.329019 = -165361.337604
  nChanged 34
		SP:Iteration 8Q (38168.920000 sec): 3 clusters
  Score: Raw -167840.188827 + Penalty 2455.329019 = -165384.859807
  nChanged 32
		SP:Iteration 9Q (38169.100000 sec): 3 clusters
  Score: Raw -167859.260270 + Penalty 2455.329019 = -165403.931251
  nChanged 22
		SP:Iteration 10Q (38169.280000 sec): 3 clusters
  Score: Raw -167873.733288 + Penalty 2455.329019 = -165418.404269
  nChanged 21
		SP:Iteration 11Q (38169.450000 sec): 3 clusters
  Score: Raw -167885.483383 + Penalty 2455.329019 = -165430.154364
  nChanged 17
		SP:Iteration 12Q (38169.630000 sec): 3 clusters
  Score: Raw -167894.457997 + Penalty 2455.329019 = -165439.128977
  nChanged 11
		SP:Iteration 13Q (38169.800000 sec): 3 clusters
  Score: Raw -167900.189153 + Penalty 2455.329019 = -165444.860134
  nChanged 10
		SP:Iteration 14Q (38169.980000 sec): 3 clusters
  Score: Raw -167905.646851 + Penalty 2455.329019 = -165450.317831
  nChanged 12
		SP:Iteration 15Q (38170.150000 sec): 3 clusters
  Score: Raw -167914.229485 + Penalty 2455.329019 = -165458.900466
  nChanged 14
		SP:Iteration 16Q (38170.330000 sec): 3 clusters
  Score: Raw -167922.143311 + Penalty 2455.329019 = -165466.814292
  nChanged 8
		SP:Iteration 17Q (38170.500000 sec): 3 clusters
  Score: Raw -167925.907896 + Penalty 2455.329019 = -165470.578877
  nChanged 4
		SP:Iteration 18Q (38170.680000 sec): 3 clusters
  Score: Raw -167928.588287 + Penalty 2455.329019 = -165473.259267
  nChanged 5
		SP:Iteration 19Q (38170.860000 sec): 3 clusters
  Score: Raw -167932.336412 + Penalty 2455.329019 = -165477.007393
  nChanged 2
		SP:Iteration 20F (38171.030000 sec): 3 clusters
  Score: Raw -167933.207603 + Penalty 2455.329019 = -165477.878584
  nChanged 3
		SP:Iteration 21Q (38171.210000 sec): 3 clusters
  Score: Raw -167934.951092 + Penalty 2455.329019 = -165479.622073
  nChanged 0
		SP:Iteration 22F (38171.380000 sec): 3 clusters
  Score: Raw -167934.951092 + Penalty 2455.329019 = -165479.622073
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 99 (6394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38171.480000 sec): 2 clusters
  Score: Raw -556994.435374 + Penalty 1424.006241 = -555570.429133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38171.610000 sec): 3 clusters
  Score: Raw -553598.382232 + Penalty 2848.012482 = -550750.369750
  nChanged 2630
		SP:Iteration 1F (38171.800000 sec): 3 clusters
  Score: Raw -555120.380483 + Penalty 2848.012482 = -552272.368001
  nChanged 563
		SP:Iteration 2F (38172.010000 sec): 3 clusters
  Score: Raw -555458.411731 + Penalty 2848.012482 = -552610.399249
  nChanged 405
		SP:Iteration 3F (38172.220000 sec): 3 clusters
  Score: Raw -555696.096125 + Penalty 2848.012482 = -552848.083643
  nChanged 334
		SP:Iteration 4F (38172.420000 sec): 3 clusters
  Score: Raw -555871.541249 + Penalty 2848.012482 = -553023.528767
  nChanged 246
		SP:Iteration 5Q (38172.630000 sec): 3 clusters
  Score: Raw -556018.038358 + Penalty 2848.012482 = -553170.025876
  nChanged 213
		SP:Iteration 6Q (38172.790000 sec): 3 clusters
  Score: Raw -556164.482584 + Penalty 2848.012482 = -553316.470102
  nChanged 243
		SP:Iteration 7Q (38173.000000 sec): 3 clusters
  Score: Raw -556327.642194 + Penalty 2848.012482 = -553479.629712
  nChanged 238
		SP:Iteration 8Q (38173.220000 sec): 3 clusters
  Score: Raw -556467.736661 + Penalty 2848.012482 = -553619.724179
  nChanged 207
		SP:Iteration 9Q (38173.440000 sec): 3 clusters
  Score: Raw -556572.039297 + Penalty 2848.012482 = -553724.026814
  nChanged 163
		SP:Iteration 10Q (38173.650000 sec): 3 clusters
  Score: Raw -556642.103786 + Penalty 2848.012482 = -553794.091304
  nChanged 125
		SP:Iteration 11Q (38173.870000 sec): 3 clusters
  Score: Raw -556688.763635 + Penalty 2848.012482 = -553840.751153
  nChanged 127
		SP:Iteration 12Q (38174.080000 sec): 3 clusters
  Score: Raw -556741.908731 + Penalty 2848.012482 = -553893.896249
  nChanged 124
		SP:Iteration 13Q (38174.280000 sec): 3 clusters
  Score: Raw -556792.725596 + Penalty 2848.012482 = -553944.713114
  nChanged 111
		SP:Iteration 14Q (38174.490000 sec): 3 clusters
  Score: Raw -556836.910988 + Penalty 2848.012482 = -553988.898506
  nChanged 108
		SP:Iteration 15Q (38174.700000 sec): 3 clusters
  Score: Raw -556887.454993 + Penalty 2848.012482 = -554039.442510
  nChanged 104
		SP:Iteration 16Q (38174.910000 sec): 3 clusters
  Score: Raw -556936.977944 + Penalty 2848.012482 = -554088.965462
  nChanged 102
		SP:Iteration 17Q (38175.110000 sec): 3 clusters
  Score: Raw -556986.005130 + Penalty 2848.012482 = -554137.992648
  nChanged 89
		SP:Iteration 18Q (38175.320000 sec): 3 clusters
  Score: Raw -557024.117163 + Penalty 2848.012482 = -554176.104681
  nChanged 89
		SP:Iteration 19Q (38175.520000 sec): 3 clusters
  Score: Raw -557057.276800 + Penalty 2848.012482 = -554209.264317
  nChanged 73
		SP:Iteration 20F (38175.720000 sec): 3 clusters
  Score: Raw -557088.442846 + Penalty 2848.012482 = -554240.430364
  nChanged 73
		SP:Iteration 21Q (38175.830000 sec): 3 clusters
  Score: Raw -557117.921555 + Penalty 2848.012482 = -554269.909073
  nChanged 68
		SP:Iteration 22Q (38176.020000 sec): 3 clusters
  Score: Raw -557145.474308 + Penalty 2848.012482 = -554297.461826
  nChanged 73
		SP:Iteration 23Q (38176.240000 sec): 3 clusters
  Score: Raw -557173.183180 + Penalty 2848.012482 = -554325.170698
  nChanged 66
		SP:Iteration 24Q (38176.460000 sec): 3 clusters
  Score: Raw -557195.448642 + Penalty 2848.012482 = -554347.436159
  nChanged 46
		SP:Iteration 25Q (38176.670000 sec): 3 clusters
  Score: Raw -557209.996800 + Penalty 2848.012482 = -554361.984318
  nChanged 48
		SP:Iteration 26Q (38176.880000 sec): 3 clusters
  Score: Raw -557226.598686 + Penalty 2848.012482 = -554378.586203
  nChanged 56
		SP:Iteration 27Q (38177.080000 sec): 3 clusters
  Score: Raw -557242.227180 + Penalty 2848.012482 = -554394.214697
  nChanged 41
		SP:Iteration 28Q (38177.290000 sec): 3 clusters
  Score: Raw -557254.754745 + Penalty 2848.012482 = -554406.742263
  nChanged 44
		SP:Iteration 29Q (38177.500000 sec): 3 clusters
  Score: Raw -557269.167915 + Penalty 2848.012482 = -554421.155433
  nChanged 35
		SP:Iteration 30Q (38177.700000 sec): 3 clusters
  Score: Raw -557280.372725 + Penalty 2848.012482 = -554432.360243
  nChanged 35
		SP:Iteration 31Q (38177.870000 sec): 3 clusters
  Score: Raw -557290.214194 + Penalty 2848.012482 = -554442.201712
  nChanged 25
		SP:Iteration 32Q (38178.030000 sec): 3 clusters
  Score: Raw -557296.302614 + Penalty 2848.012482 = -554448.290132
  nChanged 29
		SP:Iteration 33Q (38178.200000 sec): 3 clusters
  Score: Raw -557305.485309 + Penalty 2848.012482 = -554457.472827
  nChanged 28
		SP:Iteration 34Q (38178.400000 sec): 3 clusters
  Score: Raw -557313.206951 + Penalty 2848.012482 = -554465.194469
  nChanged 28
		SP:Iteration 35Q (38178.570000 sec): 3 clusters
  Score: Raw -557321.662208 + Penalty 2848.012482 = -554473.649726
  nChanged 22
		SP:Iteration 36Q (38178.730000 sec): 3 clusters
  Score: Raw -557327.932931 + Penalty 2848.012482 = -554479.920449
  nChanged 21
		SP:Iteration 37Q (38178.900000 sec): 3 clusters
  Score: Raw -557332.875565 + Penalty 2848.012482 = -554484.863082
  nChanged 21
		SP:Iteration 38Q (38179.100000 sec): 3 clusters
  Score: Raw -557337.942464 + Penalty 2848.012482 = -554489.929982
  nChanged 14
		SP:Iteration 39Q (38179.310000 sec): 3 clusters
  Score: Raw -557340.939443 + Penalty 2848.012482 = -554492.926961
  nChanged 10
		SP:Iteration 40F (38179.520000 sec): 3 clusters
  Score: Raw -557342.673456 + Penalty 2848.012482 = -554494.660974
  nChanged 13
		SP:Iteration 41Q (38179.720000 sec): 3 clusters
  Score: Raw -557345.467875 + Penalty 2848.012482 = -554497.455393
  nChanged 9
		SP:Iteration 42Q (38179.930000 sec): 3 clusters
  Score: Raw -557347.645477 + Penalty 2848.012482 = -554499.632995
  nChanged 7
		SP:Iteration 43Q (38180.140000 sec): 3 clusters
  Score: Raw -557348.999314 + Penalty 2848.012482 = -554500.986832
  nChanged 5
		SP:Iteration 44Q (38180.300000 sec): 3 clusters
  Score: Raw -557349.802849 + Penalty 2848.012482 = -554501.790367
  nChanged 3
		SP:Iteration 45Q (38180.460000 sec): 3 clusters
  Score: Raw -557350.418169 + Penalty 2848.012482 = -554502.405686
  nChanged 2
		SP:Iteration 46Q (38180.630000 sec): 3 clusters
  Score: Raw -557350.738077 + Penalty 2848.012482 = -554502.725595
  nChanged 4
		SP:Iteration 47Q (38180.790000 sec): 3 clusters
  Score: Raw -557351.332838 + Penalty 2848.012482 = -554503.320356
  nChanged 2
		SP:Iteration 48Q (38180.960000 sec): 3 clusters
  Score: Raw -557351.461074 + Penalty 2848.012482 = -554503.448592
  nChanged 1
		SP:Iteration 49Q (38181.160000 sec): 3 clusters
  Score: Raw -557351.511032 + Penalty 2848.012482 = -554503.498550
  nChanged 0
		SP:Iteration 50F (38181.370000 sec): 3 clusters
  Score: Raw -557351.511032 + Penalty 2848.012482 = -554503.498550
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 100 (6234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38181.490000 sec): 2 clusters
  Score: Raw -526825.033499 + Penalty 1419.888187 = -525405.145312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38181.700000 sec): 3 clusters
  Score: Raw -523489.593515 + Penalty 2839.776375 = -520649.817140
  nChanged 2607
		SP:Iteration 1F (38181.870000 sec): 3 clusters
  Score: Raw -525038.710543 + Penalty 2839.776375 = -522198.934168
  nChanged 560
		SP:Iteration 2F (38182.030000 sec): 3 clusters
  Score: Raw -525447.855987 + Penalty 2839.776375 = -522608.079613
  nChanged 472
		SP:Iteration 3F (38182.200000 sec): 3 clusters
  Score: Raw -525799.117933 + Penalty 2839.776375 = -522959.341558
  nChanged 407
		SP:Iteration 4F (38182.360000 sec): 3 clusters
  Score: Raw -526130.916392 + Penalty 2839.776375 = -523291.140017
  nChanged 361
		SP:Iteration 5F (38182.530000 sec): 3 clusters
  Score: Raw -526434.738170 + Penalty 2839.776375 = -523594.961795
  nChanged 314
		SP:Iteration 6F (38182.690000 sec): 3 clusters
  Score: Raw -526659.370403 + Penalty 2839.776375 = -523819.594028
  nChanged 238
		SP:Iteration 7Q (38182.860000 sec): 3 clusters
  Score: Raw -526836.980232 + Penalty 2839.776375 = -523997.203857
  nChanged 202
		SP:Iteration 8Q (38183.000000 sec): 3 clusters
  Score: Raw -526974.566833 + Penalty 2839.776375 = -524134.790459
  nChanged 163
		SP:Iteration 9Q (38183.230000 sec): 3 clusters
  Score: Raw -527090.518266 + Penalty 2839.776375 = -524250.741891
  nChanged 137
		SP:Iteration 10Q (38183.440000 sec): 3 clusters
  Score: Raw -527165.552850 + Penalty 2839.776375 = -524325.776475
  nChanged 107
		SP:Iteration 11Q (38183.650000 sec): 3 clusters
  Score: Raw -527214.934520 + Penalty 2839.776375 = -524375.158145
  nChanged 72
		SP:Iteration 12Q (38183.820000 sec): 3 clusters
  Score: Raw -527257.510693 + Penalty 2839.776375 = -524417.734318
  nChanged 72
		SP:Iteration 13Q (38184.030000 sec): 3 clusters
  Score: Raw -527302.925607 + Penalty 2839.776375 = -524463.149233
  nChanged 67
		SP:Iteration 14Q (38184.210000 sec): 3 clusters
  Score: Raw -527336.999981 + Penalty 2839.776375 = -524497.223607
  nChanged 60
		SP:Iteration 15Q (38184.370000 sec): 3 clusters
  Score: Raw -527369.373784 + Penalty 2839.776375 = -524529.597409
  nChanged 51
		SP:Iteration 16Q (38184.540000 sec): 3 clusters
  Score: Raw -527402.268704 + Penalty 2839.776375 = -524562.492330
  nChanged 47
		SP:Iteration 17Q (38184.700000 sec): 3 clusters
  Score: Raw -527425.149364 + Penalty 2839.776375 = -524585.372989
  nChanged 43
		SP:Iteration 18Q (38184.860000 sec): 3 clusters
  Score: Raw -527446.042781 + Penalty 2839.776375 = -524606.266406
  nChanged 35
		SP:Iteration 19Q (38185.030000 sec): 3 clusters
  Score: Raw -527465.796384 + Penalty 2839.776375 = -524626.020009
  nChanged 36
		SP:Iteration 20F (38185.220000 sec): 3 clusters
  Score: Raw -527488.599078 + Penalty 2839.776375 = -524648.822703
  nChanged 37
		SP:Iteration 21Q (38185.400000 sec): 3 clusters
  Score: Raw -527513.874095 + Penalty 2839.776375 = -524674.097720
  nChanged 46
		SP:Iteration 22Q (38185.620000 sec): 3 clusters
  Score: Raw -527542.401415 + Penalty 2839.776375 = -524702.625040
  nChanged 47
		SP:Iteration 23Q (38185.800000 sec): 3 clusters
  Score: Raw -527571.979761 + Penalty 2839.776375 = -524732.203386
  nChanged 51
		SP:Iteration 24Q (38185.910000 sec): 3 clusters
  Score: Raw -527593.632413 + Penalty 2839.776375 = -524753.856039
  nChanged 42
		SP:Iteration 25Q (38186.100000 sec): 3 clusters
  Score: Raw -527614.225319 + Penalty 2839.776375 = -524774.448944
  nChanged 25
		SP:Iteration 26Q (38186.310000 sec): 3 clusters
  Score: Raw -527623.702611 + Penalty 2839.776375 = -524783.926236
  nChanged 21
		SP:Iteration 27Q (38186.440000 sec): 3 clusters
  Score: Raw -527629.701285 + Penalty 2839.776375 = -524789.924910
  nChanged 18
		SP:Iteration 28Q (38186.620000 sec): 3 clusters
  Score: Raw -527638.145955 + Penalty 2839.776375 = -524798.369580
  nChanged 17
		SP:Iteration 29Q (38186.780000 sec): 3 clusters
  Score: Raw -527647.858802 + Penalty 2839.776375 = -524808.082428
  nChanged 17
		SP:Iteration 30Q (38186.950000 sec): 3 clusters
  Score: Raw -527658.923404 + Penalty 2839.776375 = -524819.147029
  nChanged 21
		SP:Iteration 31Q (38187.110000 sec): 3 clusters
  Score: Raw -527671.360762 + Penalty 2839.776375 = -524831.584387
  nChanged 21
		SP:Iteration 32Q (38187.280000 sec): 3 clusters
  Score: Raw -527692.043273 + Penalty 2839.776375 = -524852.266899
  nChanged 37
		SP:Iteration 33Q (38187.440000 sec): 3 clusters
  Score: Raw -527721.726219 + Penalty 2839.776375 = -524881.949844
  nChanged 36
		SP:Iteration 34Q (38187.600000 sec): 3 clusters
  Score: Raw -527742.929429 + Penalty 2839.776375 = -524903.153055
  nChanged 32
		SP:Iteration 35Q (38187.770000 sec): 3 clusters
  Score: Raw -527755.492980 + Penalty 2839.776375 = -524915.716605
  nChanged 12
		SP:Iteration 36Q (38187.980000 sec): 3 clusters
  Score: Raw -527758.744297 + Penalty 2839.776375 = -524918.967923
  nChanged 10
		SP:Iteration 37Q (38188.140000 sec): 3 clusters
  Score: Raw -527762.722708 + Penalty 2839.776375 = -524922.946333
  nChanged 11
		SP:Iteration 38Q (38188.290000 sec): 3 clusters
  Score: Raw -527766.772569 + Penalty 2839.776375 = -524926.996195
  nChanged 7
		SP:Iteration 39Q (38188.460000 sec): 3 clusters
  Score: Raw -527769.559976 + Penalty 2839.776375 = -524929.783602
  nChanged 13
		SP:Iteration 40F (38188.660000 sec): 3 clusters
  Score: Raw -527773.322294 + Penalty 2839.776375 = -524933.545919
  nChanged 8
		SP:Iteration 41Q (38188.830000 sec): 3 clusters
  Score: Raw -527774.883931 + Penalty 2839.776375 = -524935.107556
  nChanged 5
		SP:Iteration 42Q (38189.020000 sec): 3 clusters
  Score: Raw -527776.202873 + Penalty 2839.776375 = -524936.426498
  nChanged 6
		SP:Iteration 43Q (38189.200000 sec): 3 clusters
  Score: Raw -527777.827398 + Penalty 2839.776375 = -524938.051024
  nChanged 3
		SP:Iteration 44Q (38189.370000 sec): 3 clusters
  Score: Raw -527778.646529 + Penalty 2839.776375 = -524938.870154
  nChanged 3
		SP:Iteration 45Q (38189.530000 sec): 3 clusters
  Score: Raw -527779.449389 + Penalty 2839.776375 = -524939.673015
  nChanged 5
		SP:Iteration 46Q (38189.700000 sec): 3 clusters
  Score: Raw -527781.119500 + Penalty 2839.776375 = -524941.343126
  nChanged 2
		SP:Iteration 47Q (38189.860000 sec): 3 clusters
  Score: Raw -527782.221943 + Penalty 2839.776375 = -524942.445568
  nChanged 3
		SP:Iteration 48Q (38190.020000 sec): 3 clusters
  Score: Raw -527783.610181 + Penalty 2839.776375 = -524943.833806
  nChanged 1
		SP:Iteration 49Q (38190.190000 sec): 3 clusters
  Score: Raw -527783.845545 + Penalty 2839.776375 = -524944.069170
  nChanged 1
		SP:Iteration 50Q (38190.360000 sec): 3 clusters
  Score: Raw -527783.961589 + Penalty 2839.776375 = -524944.185214
  nChanged 1
		SP:Iteration 51Q (38190.520000 sec): 3 clusters
  Score: Raw -527784.241090 + Penalty 2839.776375 = -524944.464716
  nChanged 0
		SP:Iteration 52F (38190.680000 sec): 3 clusters
  Score: Raw -527784.241090 + Penalty 2839.776375 = -524944.464716
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 101 (2997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38190.750000 sec): 2 clusters
  Score: Raw -227051.980351 + Penalty 1300.872148 = -225751.108203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38190.920000 sec): 3 clusters
  Score: Raw -225645.661754 + Penalty 2601.744297 = -223043.917457
  nChanged 1182
		SP:Iteration 1F (38191.100000 sec): 3 clusters
  Score: Raw -226521.234563 + Penalty 2601.744297 = -223919.490266
  nChanged 270
		SP:Iteration 2F (38191.280000 sec): 3 clusters
  Score: Raw -226760.337497 + Penalty 2601.744297 = -224158.593201
  nChanged 181
		SP:Iteration 3F (38191.450000 sec): 3 clusters
  Score: Raw -226904.022226 + Penalty 2601.744297 = -224302.277929
  nChanged 131
		SP:Iteration 4Q (38191.630000 sec): 3 clusters
  Score: Raw -226993.404487 + Penalty 2601.744297 = -224391.660190
  nChanged 97
		SP:Iteration 5Q (38191.800000 sec): 3 clusters
  Score: Raw -227056.083225 + Penalty 2601.744297 = -224454.338928
  nChanged 81
		SP:Iteration 6Q (38191.980000 sec): 3 clusters
  Score: Raw -227112.480445 + Penalty 2601.744297 = -224510.736148
  nChanged 74
		SP:Iteration 7Q (38192.160000 sec): 3 clusters
  Score: Raw -227166.874738 + Penalty 2601.744297 = -224565.130441
  nChanged 71
		SP:Iteration 8Q (38192.330000 sec): 3 clusters
  Score: Raw -227219.084519 + Penalty 2601.744297 = -224617.340222
  nChanged 61
		SP:Iteration 9Q (38192.500000 sec): 3 clusters
  Score: Raw -227253.154745 + Penalty 2601.744297 = -224651.410448
  nChanged 37
		SP:Iteration 10Q (38192.670000 sec): 3 clusters
  Score: Raw -227266.655829 + Penalty 2601.744297 = -224664.911532
  nChanged 30
		SP:Iteration 11Q (38192.830000 sec): 3 clusters
  Score: Raw -227281.272452 + Penalty 2601.744297 = -224679.528155
  nChanged 31
		SP:Iteration 12Q (38192.990000 sec): 3 clusters
  Score: Raw -227294.561324 + Penalty 2601.744297 = -224692.817028
  nChanged 17
		SP:Iteration 13Q (38193.130000 sec): 3 clusters
  Score: Raw -227302.586956 + Penalty 2601.744297 = -224700.842659
  nChanged 28
		SP:Iteration 14Q (38193.180000 sec): 3 clusters
  Score: Raw -227315.212203 + Penalty 2601.744297 = -224713.467906
  nChanged 29
		SP:Iteration 15Q (38193.240000 sec): 3 clusters
  Score: Raw -227327.184961 + Penalty 2601.744297 = -224725.440664
  nChanged 32
		SP:Iteration 16Q (38193.290000 sec): 3 clusters
  Score: Raw -227341.308259 + Penalty 2601.744297 = -224739.563962
  nChanged 28
		SP:Iteration 17Q (38193.340000 sec): 3 clusters
  Score: Raw -227354.633877 + Penalty 2601.744297 = -224752.889580
  nChanged 25
		SP:Iteration 18Q (38193.400000 sec): 3 clusters
  Score: Raw -227367.199693 + Penalty 2601.744297 = -224765.455396
  nChanged 28
		SP:Iteration 19Q (38193.450000 sec): 3 clusters
  Score: Raw -227380.862293 + Penalty 2601.744297 = -224779.117996
  nChanged 24
		SP:Iteration 20F (38193.500000 sec): 3 clusters
  Score: Raw -227390.297880 + Penalty 2601.744297 = -224788.553583
  nChanged 19
		SP:Iteration 21Q (38193.560000 sec): 3 clusters
  Score: Raw -227397.694628 + Penalty 2601.744297 = -224795.950331
  nChanged 20
		SP:Iteration 22Q (38193.610000 sec): 3 clusters
  Score: Raw -227407.507686 + Penalty 2601.744297 = -224805.763390
  nChanged 23
		SP:Iteration 23Q (38193.660000 sec): 3 clusters
  Score: Raw -227418.583991 + Penalty 2601.744297 = -224816.839694
  nChanged 27
		SP:Iteration 24Q (38193.710000 sec): 3 clusters
  Score: Raw -227430.068998 + Penalty 2601.744297 = -224828.324701
  nChanged 18
		SP:Iteration 25Q (38193.760000 sec): 3 clusters
  Score: Raw -227437.179581 + Penalty 2601.744297 = -224835.435284
  nChanged 11
		SP:Iteration 26Q (38193.820000 sec): 3 clusters
  Score: Raw -227442.588045 + Penalty 2601.744297 = -224840.843748
  nChanged 11
		SP:Iteration 27Q (38193.870000 sec): 3 clusters
  Score: Raw -227445.241382 + Penalty 2601.744297 = -224843.497085
  nChanged 7
		SP:Iteration 28Q (38193.920000 sec): 3 clusters
  Score: Raw -227447.651217 + Penalty 2601.744297 = -224845.906920
  nChanged 3
		SP:Iteration 29Q (38193.980000 sec): 3 clusters
  Score: Raw -227449.389403 + Penalty 2601.744297 = -224847.645106
  nChanged 5
		SP:Iteration 30Q (38194.030000 sec): 3 clusters
  Score: Raw -227451.264153 + Penalty 2601.744297 = -224849.519856
  nChanged 8
		SP:Iteration 31Q (38194.080000 sec): 3 clusters
  Score: Raw -227454.135610 + Penalty 2601.744297 = -224852.391313
  nChanged 4
		SP:Iteration 32Q (38194.130000 sec): 3 clusters
  Score: Raw -227455.803550 + Penalty 2601.744297 = -224854.059253
  nChanged 2
		SP:Iteration 33Q (38194.190000 sec): 3 clusters
  Score: Raw -227456.420517 + Penalty 2601.744297 = -224854.676220
  nChanged 1
		SP:Iteration 34Q (38194.240000 sec): 3 clusters
  Score: Raw -227456.507136 + Penalty 2601.744297 = -224854.762839
  nChanged 1
		SP:Iteration 35Q (38194.290000 sec): 3 clusters
  Score: Raw -227456.623933 + Penalty 2601.744297 = -224854.879636
  nChanged 0
		SP:Iteration 36F (38194.340000 sec): 3 clusters
  Score: Raw -227456.623933 + Penalty 2601.744297 = -224854.879636
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 102 (2488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38194.450000 sec): 2 clusters
  Score: Raw -195908.360950 + Penalty 1270.625599 = -194637.735351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38194.630000 sec): 3 clusters
  Score: Raw -194842.875390 + Penalty 2541.251198 = -192301.624192
  nChanged 914
		SP:Iteration 1F (38194.800000 sec): 3 clusters
  Score: Raw -195599.390746 + Penalty 2541.251198 = -193058.139548
  nChanged 275
		SP:Iteration 2F (38194.900000 sec): 3 clusters
  Score: Raw -195928.157788 + Penalty 2541.251198 = -193386.906591
  nChanged 183
		SP:Iteration 3F (38194.960000 sec): 3 clusters
  Score: Raw -196121.481794 + Penalty 2541.251198 = -193580.230597
  nChanged 140
		SP:Iteration 4F (38195.010000 sec): 3 clusters
  Score: Raw -196245.407619 + Penalty 2541.251198 = -193704.156421
  nChanged 95
		SP:Iteration 5Q (38195.060000 sec): 3 clusters
  Score: Raw -196347.646097 + Penalty 2541.251198 = -193806.394900
  nChanged 86
		SP:Iteration 6Q (38195.110000 sec): 3 clusters
  Score: Raw -196429.633471 + Penalty 2541.251198 = -193888.382273
  nChanged 64
		SP:Iteration 7Q (38195.220000 sec): 3 clusters
  Score: Raw -196471.477589 + Penalty 2541.251198 = -193930.226391
  nChanged 46
		SP:Iteration 8Q (38195.270000 sec): 3 clusters
  Score: Raw -196496.605471 + Penalty 2541.251198 = -193955.354274
  nChanged 38
		SP:Iteration 9Q (38195.320000 sec): 3 clusters
  Score: Raw -196518.043246 + Penalty 2541.251198 = -193976.792048
  nChanged 28
		SP:Iteration 10Q (38195.380000 sec): 3 clusters
  Score: Raw -196539.971293 + Penalty 2541.251198 = -193998.720095
  nChanged 26
		SP:Iteration 11Q (38195.440000 sec): 3 clusters
  Score: Raw -196559.609919 + Penalty 2541.251198 = -194018.358722
  nChanged 30
		SP:Iteration 12Q (38195.490000 sec): 3 clusters
  Score: Raw -196583.447775 + Penalty 2541.251198 = -194042.196577
  nChanged 23
		SP:Iteration 13Q (38195.540000 sec): 3 clusters
  Score: Raw -196596.841254 + Penalty 2541.251198 = -194055.590057
  nChanged 21
		SP:Iteration 14Q (38195.590000 sec): 3 clusters
  Score: Raw -196611.246912 + Penalty 2541.251198 = -194069.995715
  nChanged 25
		SP:Iteration 15Q (38195.640000 sec): 3 clusters
  Score: Raw -196626.260786 + Penalty 2541.251198 = -194085.009588
  nChanged 25
		SP:Iteration 16Q (38195.690000 sec): 3 clusters
  Score: Raw -196641.120660 + Penalty 2541.251198 = -194099.869462
  nChanged 31
		SP:Iteration 17Q (38195.740000 sec): 3 clusters
  Score: Raw -196661.753417 + Penalty 2541.251198 = -194120.502220
  nChanged 28
		SP:Iteration 18Q (38195.800000 sec): 3 clusters
  Score: Raw -196676.693437 + Penalty 2541.251198 = -194135.442240
  nChanged 18
		SP:Iteration 19Q (38195.850000 sec): 3 clusters
  Score: Raw -196686.186846 + Penalty 2541.251198 = -194144.935649
  nChanged 21
		SP:Iteration 20F (38195.900000 sec): 3 clusters
  Score: Raw -196700.033461 + Penalty 2541.251198 = -194158.782264
  nChanged 20
		SP:Iteration 21Q (38195.950000 sec): 3 clusters
  Score: Raw -196710.907726 + Penalty 2541.251198 = -194169.656528
  nChanged 17
		SP:Iteration 22Q (38196.000000 sec): 3 clusters
  Score: Raw -196721.242254 + Penalty 2541.251198 = -194179.991057
  nChanged 17
		SP:Iteration 23Q (38196.060000 sec): 3 clusters
  Score: Raw -196730.589360 + Penalty 2541.251198 = -194189.338163
  nChanged 16
		SP:Iteration 24Q (38196.110000 sec): 3 clusters
  Score: Raw -196741.415712 + Penalty 2541.251198 = -194200.164515
  nChanged 9
		SP:Iteration 25Q (38196.160000 sec): 3 clusters
  Score: Raw -196747.506694 + Penalty 2541.251198 = -194206.255497
  nChanged 9
		SP:Iteration 26Q (38196.210000 sec): 3 clusters
  Score: Raw -196754.368638 + Penalty 2541.251198 = -194213.117440
  nChanged 14
		SP:Iteration 27Q (38196.270000 sec): 3 clusters
  Score: Raw -196764.320532 + Penalty 2541.251198 = -194223.069335
  nChanged 11
		SP:Iteration 28Q (38196.320000 sec): 3 clusters
  Score: Raw -196771.909542 + Penalty 2541.251198 = -194230.658344
  nChanged 7
		SP:Iteration 29Q (38196.370000 sec): 3 clusters
  Score: Raw -196774.188321 + Penalty 2541.251198 = -194232.937123
  nChanged 9
		SP:Iteration 30Q (38196.420000 sec): 3 clusters
  Score: Raw -196777.747145 + Penalty 2541.251198 = -194236.495948
  nChanged 4
		SP:Iteration 31Q (38196.470000 sec): 3 clusters
  Score: Raw -196779.176580 + Penalty 2541.251198 = -194237.925383
  nChanged 2
		SP:Iteration 32Q (38196.520000 sec): 3 clusters
  Score: Raw -196781.146225 + Penalty 2541.251198 = -194239.895028
  nChanged 5
		SP:Iteration 33Q (38196.570000 sec): 3 clusters
  Score: Raw -196784.479246 + Penalty 2541.251198 = -194243.228048
  nChanged 6
		SP:Iteration 34Q (38196.630000 sec): 3 clusters
  Score: Raw -196788.905109 + Penalty 2541.251198 = -194247.653911
  nChanged 3
		SP:Iteration 35Q (38196.680000 sec): 3 clusters
  Score: Raw -196790.032609 + Penalty 2541.251198 = -194248.781411
  nChanged 2
		SP:Iteration 36Q (38196.730000 sec): 3 clusters
  Score: Raw -196791.338326 + Penalty 2541.251198 = -194250.087128
  nChanged 2
		SP:Iteration 37Q (38196.780000 sec): 3 clusters
  Score: Raw -196793.607047 + Penalty 2541.251198 = -194252.355849
  nChanged 4
		SP:Iteration 38Q (38196.830000 sec): 3 clusters
  Score: Raw -196795.399769 + Penalty 2541.251198 = -194254.148571
  nChanged 2
		SP:Iteration 39Q (38196.890000 sec): 3 clusters
  Score: Raw -196796.344483 + Penalty 2541.251198 = -194255.093285
  nChanged 3
		SP:Iteration 40F (38196.940000 sec): 3 clusters
  Score: Raw -196798.397889 + Penalty 2541.251198 = -194257.146692
  nChanged 3
		SP:Iteration 41Q (38196.990000 sec): 3 clusters
  Score: Raw -196799.678451 + Penalty 2541.251198 = -194258.427254
  nChanged 0
		SP:Iteration 42F (38197.040000 sec): 3 clusters
  Score: Raw -196799.678451 + Penalty 2541.251198 = -194258.427254
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 103 (4341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38197.110000 sec): 2 clusters
  Score: Raw -360652.668888 + Penalty 1361.077252 = -359291.591635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38197.200000 sec): 3 clusters
  Score: Raw -358468.693230 + Penalty 2722.154505 = -355746.538725
  nChanged 1701
		SP:Iteration 1F (38197.290000 sec): 3 clusters
  Score: Raw -359526.658622 + Penalty 2722.154505 = -356804.504117
  nChanged 354
		SP:Iteration 2F (38197.370000 sec): 3 clusters
  Score: Raw -359789.250840 + Penalty 2722.154505 = -357067.096335
  nChanged 281
		SP:Iteration 3F (38197.440000 sec): 3 clusters
  Score: Raw -360011.914067 + Penalty 2722.154505 = -357289.759562
  nChanged 268
		SP:Iteration 4F (38197.520000 sec): 3 clusters
  Score: Raw -360252.379601 + Penalty 2722.154505 = -357530.225096
  nChanged 254
		SP:Iteration 5F (38197.600000 sec): 3 clusters
  Score: Raw -360482.518414 + Penalty 2722.154505 = -357760.363909
  nChanged 248
		SP:Iteration 6F (38197.670000 sec): 3 clusters
  Score: Raw -360745.532465 + Penalty 2722.154505 = -358023.377960
  nChanged 244
		SP:Iteration 7F (38197.750000 sec): 3 clusters
  Score: Raw -360995.038530 + Penalty 2722.154505 = -358272.884025
  nChanged 188
		SP:Iteration 8Q (38197.830000 sec): 3 clusters
  Score: Raw -361191.463404 + Penalty 2722.154505 = -358469.308899
  nChanged 163
		SP:Iteration 9Q (38197.910000 sec): 3 clusters
  Score: Raw -361346.876732 + Penalty 2722.154505 = -358624.722227
  nChanged 135
		SP:Iteration 10Q (38197.990000 sec): 3 clusters
  Score: Raw -361462.209328 + Penalty 2722.154505 = -358740.054823
  nChanged 120
		SP:Iteration 11Q (38198.060000 sec): 3 clusters
  Score: Raw -361558.893047 + Penalty 2722.154505 = -358836.738542
  nChanged 103
		SP:Iteration 12Q (38198.140000 sec): 3 clusters
  Score: Raw -361630.847085 + Penalty 2722.154505 = -358908.692580
  nChanged 83
		SP:Iteration 13Q (38198.220000 sec): 3 clusters
  Score: Raw -361680.907684 + Penalty 2722.154505 = -358958.753179
  nChanged 53
		SP:Iteration 14Q (38198.290000 sec): 3 clusters
  Score: Raw -361706.446157 + Penalty 2722.154505 = -358984.291652
  nChanged 50
		SP:Iteration 15Q (38198.370000 sec): 3 clusters
  Score: Raw -361729.171874 + Penalty 2722.154505 = -359007.017369
  nChanged 36
		SP:Iteration 16Q (38198.450000 sec): 3 clusters
  Score: Raw -361744.004263 + Penalty 2722.154505 = -359021.849758
  nChanged 38
		SP:Iteration 17Q (38198.530000 sec): 3 clusters
  Score: Raw -361759.668629 + Penalty 2722.154505 = -359037.514124
  nChanged 41
		SP:Iteration 18Q (38198.600000 sec): 3 clusters
  Score: Raw -361777.832387 + Penalty 2722.154505 = -359055.677882
  nChanged 35
		SP:Iteration 19Q (38198.680000 sec): 3 clusters
  Score: Raw -361788.641474 + Penalty 2722.154505 = -359066.486969
  nChanged 20
		SP:Iteration 20F (38198.760000 sec): 3 clusters
  Score: Raw -361795.148176 + Penalty 2722.154505 = -359072.993671
  nChanged 20
		SP:Iteration 21Q (38198.830000 sec): 3 clusters
  Score: Raw -361802.303915 + Penalty 2722.154505 = -359080.149410
  nChanged 22
		SP:Iteration 22Q (38198.910000 sec): 3 clusters
  Score: Raw -361811.091157 + Penalty 2722.154505 = -359088.936652
  nChanged 20
		SP:Iteration 23Q (38198.990000 sec): 3 clusters
  Score: Raw -361820.591480 + Penalty 2722.154505 = -359098.436975
  nChanged 22
		SP:Iteration 24Q (38199.070000 sec): 3 clusters
  Score: Raw -361830.397245 + Penalty 2722.154505 = -359108.242740
  nChanged 27
		SP:Iteration 25Q (38199.150000 sec): 3 clusters
  Score: Raw -361839.761482 + Penalty 2722.154505 = -359117.606977
  nChanged 22
		SP:Iteration 26Q (38199.220000 sec): 3 clusters
  Score: Raw -361847.391994 + Penalty 2722.154505 = -359125.237489
  nChanged 23
		SP:Iteration 27Q (38199.300000 sec): 3 clusters
  Score: Raw -361858.696399 + Penalty 2722.154505 = -359136.541894
  nChanged 21
		SP:Iteration 28Q (38199.380000 sec): 3 clusters
  Score: Raw -361868.271191 + Penalty 2722.154505 = -359146.116686
  nChanged 20
		SP:Iteration 29Q (38199.450000 sec): 3 clusters
  Score: Raw -361876.053091 + Penalty 2722.154505 = -359153.898586
  nChanged 19
		SP:Iteration 30Q (38199.530000 sec): 3 clusters
  Score: Raw -361883.361227 + Penalty 2722.154505 = -359161.206722
  nChanged 20
		SP:Iteration 31Q (38199.610000 sec): 3 clusters
  Score: Raw -361890.231655 + Penalty 2722.154505 = -359168.077150
  nChanged 15
		SP:Iteration 32Q (38199.690000 sec): 3 clusters
  Score: Raw -361895.278211 + Penalty 2722.154505 = -359173.123706
  nChanged 11
		SP:Iteration 33Q (38199.760000 sec): 3 clusters
  Score: Raw -361901.534311 + Penalty 2722.154505 = -359179.379806
  nChanged 14
		SP:Iteration 34Q (38199.840000 sec): 3 clusters
  Score: Raw -361907.252311 + Penalty 2722.154505 = -359185.097806
  nChanged 9
		SP:Iteration 35Q (38199.920000 sec): 3 clusters
  Score: Raw -361909.920723 + Penalty 2722.154505 = -359187.766218
  nChanged 6
		SP:Iteration 36Q (38200.090000 sec): 3 clusters
  Score: Raw -361911.790526 + Penalty 2722.154505 = -359189.636021
  nChanged 3
		SP:Iteration 37Q (38200.270000 sec): 3 clusters
  Score: Raw -361912.442059 + Penalty 2722.154505 = -359190.287554
  nChanged 0
		SP:Iteration 38F (38200.450000 sec): 3 clusters
  Score: Raw -361912.442059 + Penalty 2722.154505 = -359190.287554
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 104 (2070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38200.530000 sec): 2 clusters
  Score: Raw -167347.880915 + Penalty 1240.736882 = -166107.144033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38200.700000 sec): 3 clusters
  Score: Raw -166484.058340 + Penalty 2481.473763 = -164002.584577
  nChanged 723
		SP:Iteration 1F (38200.880000 sec): 3 clusters
  Score: Raw -166984.405258 + Penalty 2481.473763 = -164502.931495
  nChanged 163
		SP:Iteration 2F (38201.050000 sec): 3 clusters
  Score: Raw -167112.501744 + Penalty 2481.473763 = -164631.027981
  nChanged 112
		SP:Iteration 3F (38201.230000 sec): 3 clusters
  Score: Raw -167201.775370 + Penalty 2481.473763 = -164720.301607
  nChanged 76
		SP:Iteration 4Q (38201.410000 sec): 3 clusters
  Score: Raw -167256.379130 + Penalty 2481.473763 = -164774.905367
  nChanged 60
		SP:Iteration 5Q (38201.580000 sec): 3 clusters
  Score: Raw -167313.834557 + Penalty 2481.473763 = -164832.360794
  nChanged 67
		SP:Iteration 6Q (38201.760000 sec): 3 clusters
  Score: Raw -167384.157300 + Penalty 2481.473763 = -164902.683537
  nChanged 66
		SP:Iteration 7Q (38201.930000 sec): 3 clusters
  Score: Raw -167451.904391 + Penalty 2481.473763 = -164970.430628
  nChanged 79
		SP:Iteration 8Q (38202.110000 sec): 3 clusters
  Score: Raw -167539.018697 + Penalty 2481.473763 = -165057.544934
  nChanged 69
		SP:Iteration 9Q (38202.290000 sec): 3 clusters
  Score: Raw -167608.848222 + Penalty 2481.473763 = -165127.374459
  nChanged 53
		SP:Iteration 10Q (38202.460000 sec): 3 clusters
  Score: Raw -167654.460330 + Penalty 2481.473763 = -165172.986567
  nChanged 38
		SP:Iteration 11Q (38202.640000 sec): 3 clusters
  Score: Raw -167696.297831 + Penalty 2481.473763 = -165214.824068
  nChanged 34
		SP:Iteration 12Q (38202.810000 sec): 3 clusters
  Score: Raw -167729.419862 + Penalty 2481.473763 = -165247.946099
  nChanged 32
		SP:Iteration 13Q (38202.990000 sec): 3 clusters
  Score: Raw -167762.722262 + Penalty 2481.473763 = -165281.248499
  nChanged 32
		SP:Iteration 14Q (38203.160000 sec): 3 clusters
  Score: Raw -167786.412565 + Penalty 2481.473763 = -165304.938802
  nChanged 20
		SP:Iteration 15Q (38203.340000 sec): 3 clusters
  Score: Raw -167798.900140 + Penalty 2481.473763 = -165317.426377
  nChanged 21
		SP:Iteration 16Q (38203.510000 sec): 3 clusters
  Score: Raw -167812.864675 + Penalty 2481.473763 = -165331.390912
  nChanged 19
		SP:Iteration 17Q (38203.690000 sec): 3 clusters
  Score: Raw -167824.228561 + Penalty 2481.473763 = -165342.754798
  nChanged 8
		SP:Iteration 18Q (38203.870000 sec): 3 clusters
  Score: Raw -167829.169851 + Penalty 2481.473763 = -165347.696088
  nChanged 8
		SP:Iteration 19Q (38204.040000 sec): 3 clusters
  Score: Raw -167834.513575 + Penalty 2481.473763 = -165353.039812
  nChanged 10
		SP:Iteration 20F (38204.220000 sec): 3 clusters
  Score: Raw -167839.444396 + Penalty 2481.473763 = -165357.970633
  nChanged 11
		SP:Iteration 21Q (38204.390000 sec): 3 clusters
  Score: Raw -167845.550935 + Penalty 2481.473763 = -165364.077172
  nChanged 6
		SP:Iteration 22Q (38204.570000 sec): 3 clusters
  Score: Raw -167849.829033 + Penalty 2481.473763 = -165368.355270
  nChanged 8
		SP:Iteration 23Q (38204.750000 sec): 3 clusters
  Score: Raw -167854.259215 + Penalty 2481.473763 = -165372.785452
  nChanged 5
		SP:Iteration 24Q (38204.920000 sec): 3 clusters
  Score: Raw -167857.834125 + Penalty 2481.473763 = -165376.360362
  nChanged 5
		SP:Iteration 25Q (38205.100000 sec): 3 clusters
  Score: Raw -167860.653005 + Penalty 2481.473763 = -165379.179242
  nChanged 5
		SP:Iteration 26Q (38205.270000 sec): 3 clusters
  Score: Raw -167863.300927 + Penalty 2481.473763 = -165381.827164
  nChanged 7
		SP:Iteration 27Q (38205.450000 sec): 3 clusters
  Score: Raw -167867.874233 + Penalty 2481.473763 = -165386.400470
  nChanged 6
		SP:Iteration 28Q (38205.630000 sec): 3 clusters
  Score: Raw -167872.712915 + Penalty 2481.473763 = -165391.239152
  nChanged 5
		SP:Iteration 29Q (38205.800000 sec): 3 clusters
  Score: Raw -167875.907123 + Penalty 2481.473763 = -165394.433360
  nChanged 4
		SP:Iteration 30Q (38205.980000 sec): 3 clusters
  Score: Raw -167878.100185 + Penalty 2481.473763 = -165396.626422
  nChanged 4
		SP:Iteration 31Q (38206.150000 sec): 3 clusters
  Score: Raw -167879.827318 + Penalty 2481.473763 = -165398.353555
  nChanged 2
		SP:Iteration 32Q (38206.330000 sec): 3 clusters
  Score: Raw -167881.004827 + Penalty 2481.473763 = -165399.531064
  nChanged 3
		SP:Iteration 33Q (38206.510000 sec): 3 clusters
  Score: Raw -167882.905960 + Penalty 2481.473763 = -165401.432197
  nChanged 5
		SP:Iteration 34Q (38206.680000 sec): 3 clusters
  Score: Raw -167888.693041 + Penalty 2481.473763 = -165407.219278
  nChanged 5
		SP:Iteration 35Q (38206.860000 sec): 3 clusters
  Score: Raw -167892.064272 + Penalty 2481.473763 = -165410.590509
  nChanged 4
		SP:Iteration 36Q (38206.990000 sec): 3 clusters
  Score: Raw -167896.502144 + Penalty 2481.473763 = -165415.028381
  nChanged 4
		SP:Iteration 37Q (38207.170000 sec): 3 clusters
  Score: Raw -167899.668244 + Penalty 2481.473763 = -165418.194481
  nChanged 4
		SP:Iteration 38Q (38207.340000 sec): 3 clusters
  Score: Raw -167901.750173 + Penalty 2481.473763 = -165420.276410
  nChanged 0
		SP:Iteration 39F (38207.520000 sec): 3 clusters
  Score: Raw -167901.750173 + Penalty 2481.473763 = -165420.276410
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 105 (2244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38207.600000 sec): 2 clusters
  Score: Raw -190213.266695 + Penalty 1253.852481 = -188959.414214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38207.780000 sec): 3 clusters
  Score: Raw -189217.196043 + Penalty 2507.704962 = -186709.491082
  nChanged 815
		SP:Iteration 1F (38207.950000 sec): 3 clusters
  Score: Raw -189815.462997 + Penalty 2507.704962 = -187307.758035
  nChanged 213
		SP:Iteration 2F (38208.130000 sec): 3 clusters
  Score: Raw -190016.455849 + Penalty 2507.704962 = -187508.750887
  nChanged 128
		SP:Iteration 3F (38208.310000 sec): 3 clusters
  Score: Raw -190101.742451 + Penalty 2507.704962 = -187594.037490
  nChanged 94
		SP:Iteration 4Q (38208.480000 sec): 3 clusters
  Score: Raw -190181.684362 + Penalty 2507.704962 = -187673.979401
  nChanged 84
		SP:Iteration 5Q (38208.660000 sec): 3 clusters
  Score: Raw -190245.908093 + Penalty 2507.704962 = -187738.203131
  nChanged 77
		SP:Iteration 6Q (38208.830000 sec): 3 clusters
  Score: Raw -190307.000937 + Penalty 2507.704962 = -187799.295976
  nChanged 74
		SP:Iteration 7Q (38209.010000 sec): 3 clusters
  Score: Raw -190368.326057 + Penalty 2507.704962 = -187860.621095
  nChanged 57
		SP:Iteration 8Q (38209.150000 sec): 3 clusters
  Score: Raw -190410.605362 + Penalty 2507.704962 = -187902.900401
  nChanged 48
		SP:Iteration 9Q (38209.200000 sec): 3 clusters
  Score: Raw -190450.785553 + Penalty 2507.704962 = -187943.080591
  nChanged 38
		SP:Iteration 10Q (38209.250000 sec): 3 clusters
  Score: Raw -190475.837662 + Penalty 2507.704962 = -187968.132700
  nChanged 30
		SP:Iteration 11Q (38209.290000 sec): 3 clusters
  Score: Raw -190499.359087 + Penalty 2507.704962 = -187991.654126
  nChanged 37
		SP:Iteration 12Q (38209.340000 sec): 3 clusters
  Score: Raw -190524.133011 + Penalty 2507.704962 = -188016.428049
  nChanged 30
		SP:Iteration 13Q (38209.460000 sec): 3 clusters
  Score: Raw -190542.135429 + Penalty 2507.704962 = -188034.430467
  nChanged 25
		SP:Iteration 14Q (38209.510000 sec): 3 clusters
  Score: Raw -190558.322673 + Penalty 2507.704962 = -188050.617711
  nChanged 20
		SP:Iteration 15Q (38209.550000 sec): 3 clusters
  Score: Raw -190572.205821 + Penalty 2507.704962 = -188064.500859
  nChanged 14
		SP:Iteration 16Q (38209.590000 sec): 3 clusters
  Score: Raw -190580.500456 + Penalty 2507.704962 = -188072.795494
  nChanged 13
		SP:Iteration 17Q (38209.640000 sec): 3 clusters
  Score: Raw -190589.774356 + Penalty 2507.704962 = -188082.069394
  nChanged 12
		SP:Iteration 18Q (38209.690000 sec): 3 clusters
  Score: Raw -190597.931484 + Penalty 2507.704962 = -188090.226522
  nChanged 17
		SP:Iteration 19Q (38209.730000 sec): 3 clusters
  Score: Raw -190611.790935 + Penalty 2507.704962 = -188104.085973
  nChanged 19
		SP:Iteration 20F (38209.780000 sec): 3 clusters
  Score: Raw -190625.496294 + Penalty 2507.704962 = -188117.791332
  nChanged 11
		SP:Iteration 21Q (38209.940000 sec): 3 clusters
  Score: Raw -190632.317366 + Penalty 2507.704962 = -188124.612404
  nChanged 13
		SP:Iteration 22Q (38210.120000 sec): 3 clusters
  Score: Raw -190638.491986 + Penalty 2507.704962 = -188130.787025
  nChanged 3
		SP:Iteration 23Q (38210.290000 sec): 3 clusters
  Score: Raw -190639.560745 + Penalty 2507.704962 = -188131.855783
  nChanged 4
		SP:Iteration 24Q (38210.470000 sec): 3 clusters
  Score: Raw -190640.845786 + Penalty 2507.704962 = -188133.140824
  nChanged 0
		SP:Iteration 25F (38210.650000 sec): 3 clusters
  Score: Raw -190640.845786 + Penalty 2507.704962 = -188133.140824
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 106 (8835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38210.750000 sec): 2 clusters
  Score: Raw -835990.539611 + Penalty 1476.552413 = -834513.987198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38210.970000 sec): 3 clusters
  Score: Raw -831018.085200 + Penalty 2953.104825 = -828064.980375
  nChanged 3810
		SP:Iteration 1F (38211.210000 sec): 3 clusters
  Score: Raw -833138.910937 + Penalty 2953.104825 = -830185.806112
  nChanged 588
		SP:Iteration 2F (38211.440000 sec): 3 clusters
  Score: Raw -833427.922177 + Penalty 2953.104825 = -830474.817352
  nChanged 531
		SP:Iteration 3F (38211.570000 sec): 3 clusters
  Score: Raw -833696.758851 + Penalty 2953.104825 = -830743.654026
  nChanged 466
		SP:Iteration 4F (38211.710000 sec): 3 clusters
  Score: Raw -833955.548792 + Penalty 2953.104825 = -831002.443967
  nChanged 488
		SP:Iteration 5F (38211.860000 sec): 3 clusters
  Score: Raw -834237.454007 + Penalty 2953.104825 = -831284.349182
  nChanged 469
		SP:Iteration 6F (38212.130000 sec): 3 clusters
  Score: Raw -834497.054718 + Penalty 2953.104825 = -831543.949893
  nChanged 389
		SP:Iteration 7Q (38212.360000 sec): 3 clusters
  Score: Raw -834711.872439 + Penalty 2953.104825 = -831758.767614
  nChanged 364
		SP:Iteration 8Q (38212.550000 sec): 3 clusters
  Score: Raw -834918.828240 + Penalty 2953.104825 = -831965.723414
  nChanged 308
		SP:Iteration 9Q (38212.750000 sec): 3 clusters
  Score: Raw -835098.749505 + Penalty 2953.104825 = -832145.644680
  nChanged 267
		SP:Iteration 10Q (38212.940000 sec): 3 clusters
  Score: Raw -835267.126554 + Penalty 2953.104825 = -832314.021729
  nChanged 248
		SP:Iteration 11Q (38213.130000 sec): 3 clusters
  Score: Raw -835431.062947 + Penalty 2953.104825 = -832477.958122
  nChanged 205
		SP:Iteration 12Q (38213.330000 sec): 3 clusters
  Score: Raw -835557.735232 + Penalty 2953.104825 = -832604.630407
  nChanged 183
		SP:Iteration 13Q (38213.530000 sec): 3 clusters
  Score: Raw -835664.994246 + Penalty 2953.104825 = -832711.889421
  nChanged 133
		SP:Iteration 14Q (38213.720000 sec): 3 clusters
  Score: Raw -835751.364859 + Penalty 2953.104825 = -832798.260034
  nChanged 108
		SP:Iteration 15Q (38213.920000 sec): 3 clusters
  Score: Raw -835823.420272 + Penalty 2953.104825 = -832870.315447
  nChanged 83
		SP:Iteration 16Q (38214.160000 sec): 3 clusters
  Score: Raw -835888.934564 + Penalty 2953.104825 = -832935.829739
  nChanged 74
		SP:Iteration 17Q (38214.340000 sec): 3 clusters
  Score: Raw -835943.663702 + Penalty 2953.104825 = -832990.558877
  nChanged 61
		SP:Iteration 18Q (38214.580000 sec): 3 clusters
  Score: Raw -835987.544681 + Penalty 2953.104825 = -833034.439856
  nChanged 44
		SP:Iteration 19Q (38214.770000 sec): 3 clusters
  Score: Raw -836019.554938 + Penalty 2953.104825 = -833066.450113
  nChanged 31
		SP:Iteration 20F (38214.970000 sec): 3 clusters
  Score: Raw -836043.936682 + Penalty 2953.104825 = -833090.831857
  nChanged 31
		SP:Iteration 21Q (38215.160000 sec): 3 clusters
  Score: Raw -836071.905686 + Penalty 2953.104825 = -833118.800861
  nChanged 29
		SP:Iteration 22Q (38215.350000 sec): 3 clusters
  Score: Raw -836094.319704 + Penalty 2953.104825 = -833141.214879
  nChanged 24
		SP:Iteration 23Q (38215.550000 sec): 3 clusters
  Score: Raw -836115.316400 + Penalty 2953.104825 = -833162.211575
  nChanged 19
		SP:Iteration 24Q (38215.820000 sec): 3 clusters
  Score: Raw -836131.620547 + Penalty 2953.104825 = -833178.515722
  nChanged 13
		SP:Iteration 25Q (38215.950000 sec): 3 clusters
  Score: Raw -836144.934993 + Penalty 2953.104825 = -833191.830168
  nChanged 9
		SP:Iteration 26Q (38216.080000 sec): 3 clusters
  Score: Raw -836152.049680 + Penalty 2953.104825 = -833198.944854
  nChanged 7
		SP:Iteration 27Q (38216.220000 sec): 3 clusters
  Score: Raw -836158.336923 + Penalty 2953.104825 = -833205.232098
  nChanged 6
		SP:Iteration 28Q (38216.350000 sec): 3 clusters
  Score: Raw -836164.155931 + Penalty 2953.104825 = -833211.051106
  nChanged 8
		SP:Iteration 29Q (38216.560000 sec): 3 clusters
  Score: Raw -836170.842890 + Penalty 2953.104825 = -833217.738065
  nChanged 5
		SP:Iteration 30Q (38216.740000 sec): 3 clusters
  Score: Raw -836174.701665 + Penalty 2953.104825 = -833221.596840
  nChanged 7
		SP:Iteration 31Q (38217.000000 sec): 3 clusters
  Score: Raw -836179.671129 + Penalty 2953.104825 = -833226.566304
  nChanged 4
		SP:Iteration 32Q (38217.220000 sec): 3 clusters
  Score: Raw -836183.082260 + Penalty 2953.104825 = -833229.977435
  nChanged 2
		SP:Iteration 33Q (38217.360000 sec): 3 clusters
  Score: Raw -836184.230723 + Penalty 2953.104825 = -833231.125898
  nChanged 1
		SP:Iteration 34Q (38217.550000 sec): 3 clusters
  Score: Raw -836184.740620 + Penalty 2953.104825 = -833231.635795
  nChanged 3
		SP:Iteration 35Q (38217.760000 sec): 3 clusters
  Score: Raw -836187.078528 + Penalty 2953.104825 = -833233.973703
  nChanged 1
		SP:Iteration 36Q (38217.940000 sec): 3 clusters
  Score: Raw -836188.701503 + Penalty 2953.104825 = -833235.596678
  nChanged 1
		SP:Iteration 37Q (38218.190000 sec): 3 clusters
  Score: Raw -836189.833246 + Penalty 2953.104825 = -833236.728421
  nChanged 3
		SP:Iteration 38Q (38218.330000 sec): 3 clusters
  Score: Raw -836192.556652 + Penalty 2953.104825 = -833239.451826
  nChanged 4
		SP:Iteration 39Q (38218.510000 sec): 3 clusters
  Score: Raw -836196.017049 + Penalty 2953.104825 = -833242.912223
  nChanged 3
		SP:Iteration 40F (38218.690000 sec): 3 clusters
  Score: Raw -836197.553707 + Penalty 2953.104825 = -833244.448882
  nChanged 2
		SP:Iteration 41Q (38218.880000 sec): 3 clusters
  Score: Raw -836199.213815 + Penalty 2953.104825 = -833246.108990
  nChanged 1
		SP:Iteration 42Q (38219.060000 sec): 3 clusters
  Score: Raw -836200.670379 + Penalty 2953.104825 = -833247.565554
  nChanged 3
		SP:Iteration 43Q (38219.240000 sec): 3 clusters
  Score: Raw -836202.280606 + Penalty 2953.104825 = -833249.175781
  nChanged 1
		SP:Iteration 44Q (38219.460000 sec): 3 clusters
  Score: Raw -836202.490264 + Penalty 2953.104825 = -833249.385439
  nChanged 0
		SP:Iteration 45F (38219.670000 sec): 3 clusters
  Score: Raw -836202.490264 + Penalty 2953.104825 = -833249.385439
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 107 (7163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38219.770000 sec): 2 clusters
  Score: Raw -642801.709491 + Penalty 1442.461177 = -641359.248314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38219.970000 sec): 3 clusters
  Score: Raw -639015.143354 + Penalty 2884.922354 = -636130.220999
  nChanged 2957
		SP:Iteration 1F (38220.150000 sec): 3 clusters
  Score: Raw -640787.962458 + Penalty 2884.922354 = -637903.040104
  nChanged 590
		SP:Iteration 2F (38220.330000 sec): 3 clusters
  Score: Raw -641146.913140 + Penalty 2884.922354 = -638261.990786
  nChanged 445
		SP:Iteration 3F (38220.520000 sec): 3 clusters
  Score: Raw -641381.833626 + Penalty 2884.922354 = -638496.911272
  nChanged 345
		SP:Iteration 4Q (38220.700000 sec): 3 clusters
  Score: Raw -641540.293580 + Penalty 2884.922354 = -638655.371226
  nChanged 289
		SP:Iteration 5Q (38220.890000 sec): 3 clusters
  Score: Raw -641684.332187 + Penalty 2884.922354 = -638799.409832
  nChanged 269
		SP:Iteration 6Q (38221.120000 sec): 3 clusters
  Score: Raw -641823.221904 + Penalty 2884.922354 = -638938.299549
  nChanged 238
		SP:Iteration 7Q (38221.300000 sec): 3 clusters
  Score: Raw -641947.971981 + Penalty 2884.922354 = -639063.049627
  nChanged 242
		SP:Iteration 8Q (38221.490000 sec): 3 clusters
  Score: Raw -642063.957805 + Penalty 2884.922354 = -639179.035451
  nChanged 200
		SP:Iteration 9Q (38221.650000 sec): 3 clusters
  Score: Raw -642147.625790 + Penalty 2884.922354 = -639262.703436
  nChanged 168
		SP:Iteration 10Q (38221.860000 sec): 3 clusters
  Score: Raw -642215.833275 + Penalty 2884.922354 = -639330.910921
  nChanged 148
		SP:Iteration 11Q (38222.060000 sec): 3 clusters
  Score: Raw -642290.583804 + Penalty 2884.922354 = -639405.661450
  nChanged 162
		SP:Iteration 12Q (38222.260000 sec): 3 clusters
  Score: Raw -642371.934693 + Penalty 2884.922354 = -639487.012339
  nChanged 160
		SP:Iteration 13Q (38222.460000 sec): 3 clusters
  Score: Raw -642461.738875 + Penalty 2884.922354 = -639576.816520
  nChanged 165
		SP:Iteration 14Q (38222.660000 sec): 3 clusters
  Score: Raw -642540.198151 + Penalty 2884.922354 = -639655.275797
  nChanged 134
		SP:Iteration 15Q (38222.860000 sec): 3 clusters
  Score: Raw -642597.261059 + Penalty 2884.922354 = -639712.338705
  nChanged 121
		SP:Iteration 16Q (38223.070000 sec): 3 clusters
  Score: Raw -642646.193570 + Penalty 2884.922354 = -639761.271216
  nChanged 105
		SP:Iteration 17Q (38223.270000 sec): 3 clusters
  Score: Raw -642683.514343 + Penalty 2884.922354 = -639798.591989
  nChanged 91
		SP:Iteration 18Q (38223.470000 sec): 3 clusters
  Score: Raw -642720.725759 + Penalty 2884.922354 = -639835.803404
  nChanged 79
		SP:Iteration 19Q (38223.670000 sec): 3 clusters
  Score: Raw -642747.515756 + Penalty 2884.922354 = -639862.593402
  nChanged 71
		SP:Iteration 20F (38223.880000 sec): 3 clusters
  Score: Raw -642771.999484 + Penalty 2884.922354 = -639887.077130
  nChanged 70
		SP:Iteration 21Q (38223.990000 sec): 3 clusters
  Score: Raw -642800.740048 + Penalty 2884.922354 = -639915.817694
  nChanged 84
		SP:Iteration 22Q (38224.200000 sec): 3 clusters
  Score: Raw -642837.810529 + Penalty 2884.922354 = -639952.888175
  nChanged 79
		SP:Iteration 23Q (38224.400000 sec): 3 clusters
  Score: Raw -642869.189121 + Penalty 2884.922354 = -639984.266766
  nChanged 65
		SP:Iteration 24Q (38224.600000 sec): 3 clusters
  Score: Raw -642896.549530 + Penalty 2884.922354 = -640011.627176
  nChanged 61
		SP:Iteration 25Q (38224.800000 sec): 3 clusters
  Score: Raw -642921.916152 + Penalty 2884.922354 = -640036.993798
  nChanged 63
		SP:Iteration 26Q (38224.980000 sec): 3 clusters
  Score: Raw -642949.632919 + Penalty 2884.922354 = -640064.710565
  nChanged 48
		SP:Iteration 27Q (38225.190000 sec): 3 clusters
  Score: Raw -642973.627839 + Penalty 2884.922354 = -640088.705485
  nChanged 56
		SP:Iteration 28Q (38225.390000 sec): 3 clusters
  Score: Raw -642999.414581 + Penalty 2884.922354 = -640114.492227
  nChanged 44
		SP:Iteration 29Q (38225.590000 sec): 3 clusters
  Score: Raw -643017.879831 + Penalty 2884.922354 = -640132.957477
  nChanged 50
		SP:Iteration 30Q (38225.780000 sec): 3 clusters
  Score: Raw -643036.581298 + Penalty 2884.922354 = -640151.658944
  nChanged 41
		SP:Iteration 31Q (38225.890000 sec): 3 clusters
  Score: Raw -643049.732465 + Penalty 2884.922354 = -640164.810111
  nChanged 31
		SP:Iteration 32Q (38226.000000 sec): 3 clusters
  Score: Raw -643059.896515 + Penalty 2884.922354 = -640174.974161
  nChanged 23
		SP:Iteration 33Q (38226.190000 sec): 3 clusters
  Score: Raw -643066.720274 + Penalty 2884.922354 = -640181.797920
  nChanged 21
		SP:Iteration 34Q (38226.390000 sec): 3 clusters
  Score: Raw -643071.693419 + Penalty 2884.922354 = -640186.771065
  nChanged 12
		SP:Iteration 35Q (38226.590000 sec): 3 clusters
  Score: Raw -643074.629111 + Penalty 2884.922354 = -640189.706757
  nChanged 10
		SP:Iteration 36Q (38226.800000 sec): 3 clusters
  Score: Raw -643078.741889 + Penalty 2884.922354 = -640193.819534
  nChanged 16
		SP:Iteration 37Q (38227.000000 sec): 3 clusters
  Score: Raw -643084.881219 + Penalty 2884.922354 = -640199.958865
  nChanged 15
		SP:Iteration 38Q (38227.200000 sec): 3 clusters
  Score: Raw -643090.411521 + Penalty 2884.922354 = -640205.489167
  nChanged 16
		SP:Iteration 39Q (38227.400000 sec): 3 clusters
  Score: Raw -643095.802818 + Penalty 2884.922354 = -640210.880464
  nChanged 14
		SP:Iteration 40F (38227.600000 sec): 3 clusters
  Score: Raw -643100.360892 + Penalty 2884.922354 = -640215.438538
  nChanged 11
		SP:Iteration 41Q (38227.760000 sec): 3 clusters
  Score: Raw -643103.391204 + Penalty 2884.922354 = -640218.468850
  nChanged 9
		SP:Iteration 42Q (38227.960000 sec): 3 clusters
  Score: Raw -643105.812388 + Penalty 2884.922354 = -640220.890034
  nChanged 7
		SP:Iteration 43Q (38228.160000 sec): 3 clusters
  Score: Raw -643107.043032 + Penalty 2884.922354 = -640222.120678
  nChanged 4
		SP:Iteration 44Q (38228.370000 sec): 3 clusters
  Score: Raw -643107.569766 + Penalty 2884.922354 = -640222.647412
  nChanged 5
		SP:Iteration 45Q (38228.570000 sec): 3 clusters
  Score: Raw -643108.353657 + Penalty 2884.922354 = -640223.431303
  nChanged 1
		SP:Iteration 46Q (38228.770000 sec): 3 clusters
  Score: Raw -643108.607935 + Penalty 2884.922354 = -640223.685581
  nChanged 3
		SP:Iteration 47Q (38228.970000 sec): 3 clusters
  Score: Raw -643108.937762 + Penalty 2884.922354 = -640224.015408
  nChanged 0
		SP:Iteration 48F (38229.180000 sec): 3 clusters
  Score: Raw -643108.937762 + Penalty 2884.922354 = -640224.015408
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 108 (10173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38229.330000 sec): 2 clusters
  Score: Raw -885366.423048 + Penalty 1499.467520 = -883866.955528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38229.590000 sec): 3 clusters
  Score: Raw -879541.955516 + Penalty 2998.935040 = -876543.020476
  nChanged 4469
		SP:Iteration 1F (38229.860000 sec): 3 clusters
  Score: Raw -882170.138164 + Penalty 2998.935040 = -879171.203124
  nChanged 811
		SP:Iteration 2F (38230.120000 sec): 3 clusters
  Score: Raw -882702.736282 + Penalty 2998.935040 = -879703.801242
  nChanged 754
		SP:Iteration 3F (38230.390000 sec): 3 clusters
  Score: Raw -883238.748636 + Penalty 2998.935040 = -880239.813596
  nChanged 664
		SP:Iteration 4F (38230.660000 sec): 3 clusters
  Score: Raw -883648.949740 + Penalty 2998.935040 = -880650.014700
  nChanged 534
		SP:Iteration 5F (38230.920000 sec): 3 clusters
  Score: Raw -883920.848849 + Penalty 2998.935040 = -880921.913809
  nChanged 406
		SP:Iteration 6Q (38231.190000 sec): 3 clusters
  Score: Raw -884120.611482 + Penalty 2998.935040 = -881121.676442
  nChanged 334
		SP:Iteration 7Q (38231.340000 sec): 3 clusters
  Score: Raw -884264.900115 + Penalty 2998.935040 = -881265.965075
  nChanged 274
		SP:Iteration 8Q (38231.560000 sec): 3 clusters
  Score: Raw -884377.000270 + Penalty 2998.935040 = -881378.065230
  nChanged 261
		SP:Iteration 9Q (38231.840000 sec): 3 clusters
  Score: Raw -884489.441849 + Penalty 2998.935040 = -881490.506809
  nChanged 213
		SP:Iteration 10Q (38231.960000 sec): 3 clusters
  Score: Raw -884583.708187 + Penalty 2998.935040 = -881584.773147
  nChanged 204
		SP:Iteration 11Q (38232.190000 sec): 3 clusters
  Score: Raw -884663.952780 + Penalty 2998.935040 = -881665.017740
  nChanged 178
		SP:Iteration 12Q (38232.460000 sec): 3 clusters
  Score: Raw -884747.657952 + Penalty 2998.935040 = -881748.722912
  nChanged 179
		SP:Iteration 13Q (38232.610000 sec): 3 clusters
  Score: Raw -884827.887375 + Penalty 2998.935040 = -881828.952335
  nChanged 166
		SP:Iteration 14Q (38232.830000 sec): 3 clusters
  Score: Raw -884903.411655 + Penalty 2998.935040 = -881904.476615
  nChanged 163
		SP:Iteration 15Q (38233.060000 sec): 3 clusters
  Score: Raw -884977.279034 + Penalty 2998.935040 = -881978.343994
  nChanged 148
		SP:Iteration 16Q (38233.280000 sec): 3 clusters
  Score: Raw -885041.538125 + Penalty 2998.935040 = -882042.603085
  nChanged 138
		SP:Iteration 17Q (38233.540000 sec): 3 clusters
  Score: Raw -885091.437377 + Penalty 2998.935040 = -882092.502337
  nChanged 107
		SP:Iteration 18Q (38233.810000 sec): 3 clusters
  Score: Raw -885133.545108 + Penalty 2998.935040 = -882134.610068
  nChanged 108
		SP:Iteration 19Q (38234.070000 sec): 3 clusters
  Score: Raw -885175.809676 + Penalty 2998.935040 = -882176.874636
  nChanged 99
		SP:Iteration 20F (38234.340000 sec): 3 clusters
  Score: Raw -885213.277252 + Penalty 2998.935040 = -882214.342212
  nChanged 105
		SP:Iteration 21Q (38234.600000 sec): 3 clusters
  Score: Raw -885256.921405 + Penalty 2998.935040 = -882257.986365
  nChanged 114
		SP:Iteration 22Q (38234.830000 sec): 3 clusters
  Score: Raw -885298.509335 + Penalty 2998.935040 = -882299.574295
  nChanged 100
		SP:Iteration 23Q (38235.050000 sec): 3 clusters
  Score: Raw -885333.767123 + Penalty 2998.935040 = -882334.832083
  nChanged 82
		SP:Iteration 24Q (38235.270000 sec): 3 clusters
  Score: Raw -885359.942267 + Penalty 2998.935040 = -882361.007227
  nChanged 58
		SP:Iteration 25Q (38235.500000 sec): 3 clusters
  Score: Raw -885378.912401 + Penalty 2998.935040 = -882379.977361
  nChanged 76
		SP:Iteration 26Q (38235.720000 sec): 3 clusters
  Score: Raw -885403.983446 + Penalty 2998.935040 = -882405.048406
  nChanged 69
		SP:Iteration 27Q (38235.940000 sec): 3 clusters
  Score: Raw -885422.096312 + Penalty 2998.935040 = -882423.161272
  nChanged 66
		SP:Iteration 28Q (38236.160000 sec): 3 clusters
  Score: Raw -885439.056207 + Penalty 2998.935040 = -882440.121167
  nChanged 52
		SP:Iteration 29Q (38236.380000 sec): 3 clusters
  Score: Raw -885450.526497 + Penalty 2998.935040 = -882451.591457
  nChanged 45
		SP:Iteration 30Q (38236.600000 sec): 3 clusters
  Score: Raw -885460.848387 + Penalty 2998.935040 = -882461.913347
  nChanged 43
		SP:Iteration 31Q (38236.820000 sec): 3 clusters
  Score: Raw -885469.870235 + Penalty 2998.935040 = -882470.935195
  nChanged 28
		SP:Iteration 32Q (38237.050000 sec): 3 clusters
  Score: Raw -885476.531279 + Penalty 2998.935040 = -882477.596239
  nChanged 27
		SP:Iteration 33Q (38237.270000 sec): 3 clusters
  Score: Raw -885482.454193 + Penalty 2998.935040 = -882483.519153
  nChanged 26
		SP:Iteration 34Q (38237.500000 sec): 3 clusters
  Score: Raw -885487.384473 + Penalty 2998.935040 = -882488.449433
  nChanged 22
		SP:Iteration 35Q (38237.720000 sec): 3 clusters
  Score: Raw -885491.548873 + Penalty 2998.935040 = -882492.613833
  nChanged 27
		SP:Iteration 36Q (38237.940000 sec): 3 clusters
  Score: Raw -885497.313827 + Penalty 2998.935040 = -882498.378787
  nChanged 25
		SP:Iteration 37Q (38238.170000 sec): 3 clusters
  Score: Raw -885501.297940 + Penalty 2998.935040 = -882502.362900
  nChanged 18
		SP:Iteration 38Q (38238.390000 sec): 3 clusters
  Score: Raw -885504.721265 + Penalty 2998.935040 = -882505.786225
  nChanged 18
		SP:Iteration 39Q (38238.620000 sec): 3 clusters
  Score: Raw -885507.229145 + Penalty 2998.935040 = -882508.294105
  nChanged 12
		SP:Iteration 40F (38238.840000 sec): 3 clusters
  Score: Raw -885509.263929 + Penalty 2998.935040 = -882510.328889
  nChanged 10
		SP:Iteration 41Q (38239.060000 sec): 3 clusters
  Score: Raw -885510.578415 + Penalty 2998.935040 = -882511.643375
  nChanged 7
		SP:Iteration 42Q (38239.290000 sec): 3 clusters
  Score: Raw -885511.520862 + Penalty 2998.935040 = -882512.585822
  nChanged 12
		SP:Iteration 43Q (38239.510000 sec): 3 clusters
  Score: Raw -885513.320001 + Penalty 2998.935040 = -882514.384961
  nChanged 4
		SP:Iteration 44Q (38239.740000 sec): 3 clusters
  Score: Raw -885513.899344 + Penalty 2998.935040 = -882514.964304
  nChanged 3
		SP:Iteration 45Q (38239.960000 sec): 3 clusters
  Score: Raw -885514.364078 + Penalty 2998.935040 = -882515.429038
  nChanged 4
		SP:Iteration 46Q (38240.180000 sec): 3 clusters
  Score: Raw -885514.817250 + Penalty 2998.935040 = -882515.882210
  nChanged 2
		SP:Iteration 47Q (38240.410000 sec): 3 clusters
  Score: Raw -885514.985806 + Penalty 2998.935040 = -882516.050766
  nChanged 1
		SP:Iteration 48Q (38240.630000 sec): 3 clusters
  Score: Raw -885515.060360 + Penalty 2998.935040 = -882516.125320
  nChanged 1
		SP:Iteration 49Q (38240.860000 sec): 3 clusters
  Score: Raw -885515.136631 + Penalty 2998.935040 = -882516.201591
  nChanged 0
		SP:Iteration 50F (38241.080000 sec): 3 clusters
  Score: Raw -885515.136631 + Penalty 2998.935040 = -882516.201591
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 109 (2641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38241.180000 sec): 2 clusters
  Score: Raw -208676.947779 + Penalty 1280.323348 = -207396.624430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38241.350000 sec): 3 clusters
  Score: Raw -207511.056740 + Penalty 2560.646696 = -204950.410044
  nChanged 985
		SP:Iteration 1F (38241.530000 sec): 3 clusters
  Score: Raw -208170.366423 + Penalty 2560.646696 = -205609.719727
  nChanged 203
		SP:Iteration 2F (38241.700000 sec): 3 clusters
  Score: Raw -208331.133387 + Penalty 2560.646696 = -205770.486691
  nChanged 162
		SP:Iteration 3F (38241.880000 sec): 3 clusters
  Score: Raw -208464.309397 + Penalty 2560.646696 = -205903.662701
  nChanged 134
		SP:Iteration 4F (38242.060000 sec): 3 clusters
  Score: Raw -208562.583946 + Penalty 2560.646696 = -206001.937250
  nChanged 110
		SP:Iteration 5Q (38242.230000 sec): 3 clusters
  Score: Raw -208662.737753 + Penalty 2560.646696 = -206102.091056
  nChanged 108
		SP:Iteration 6Q (38242.410000 sec): 3 clusters
  Score: Raw -208772.479366 + Penalty 2560.646696 = -206211.832670
  nChanged 110
		SP:Iteration 7Q (38242.580000 sec): 3 clusters
  Score: Raw -208887.097041 + Penalty 2560.646696 = -206326.450345
  nChanged 107
		SP:Iteration 8Q (38242.760000 sec): 3 clusters
  Score: Raw -208980.635810 + Penalty 2560.646696 = -206419.989113
  nChanged 76
		SP:Iteration 9Q (38242.940000 sec): 3 clusters
  Score: Raw -209046.323566 + Penalty 2560.646696 = -206485.676870
  nChanged 52
		SP:Iteration 10Q (38243.110000 sec): 3 clusters
  Score: Raw -209094.479105 + Penalty 2560.646696 = -206533.832408
  nChanged 55
		SP:Iteration 11Q (38243.290000 sec): 3 clusters
  Score: Raw -209144.251580 + Penalty 2560.646696 = -206583.604883
  nChanged 51
		SP:Iteration 12Q (38243.460000 sec): 3 clusters
  Score: Raw -209201.222849 + Penalty 2560.646696 = -206640.576153
  nChanged 66
		SP:Iteration 13Q (38243.640000 sec): 3 clusters
  Score: Raw -209267.681515 + Penalty 2560.646696 = -206707.034819
  nChanged 61
		SP:Iteration 14Q (38243.820000 sec): 3 clusters
  Score: Raw -209312.708362 + Penalty 2560.646696 = -206752.061666
  nChanged 42
		SP:Iteration 15Q (38243.990000 sec): 3 clusters
  Score: Raw -209342.305726 + Penalty 2560.646696 = -206781.659029
  nChanged 30
		SP:Iteration 16Q (38244.170000 sec): 3 clusters
  Score: Raw -209364.906282 + Penalty 2560.646696 = -206804.259585
  nChanged 18
		SP:Iteration 17Q (38244.340000 sec): 3 clusters
  Score: Raw -209379.452240 + Penalty 2560.646696 = -206818.805543
  nChanged 20
		SP:Iteration 18Q (38244.520000 sec): 3 clusters
  Score: Raw -209391.536756 + Penalty 2560.646696 = -206830.890059
  nChanged 20
		SP:Iteration 19Q (38244.690000 sec): 3 clusters
  Score: Raw -209404.921035 + Penalty 2560.646696 = -206844.274339
  nChanged 18
		SP:Iteration 20F (38244.870000 sec): 3 clusters
  Score: Raw -209417.423901 + Penalty 2560.646696 = -206856.777204
  nChanged 20
		SP:Iteration 21Q (38245.040000 sec): 3 clusters
  Score: Raw -209430.926716 + Penalty 2560.646696 = -206870.280019
  nChanged 17
		SP:Iteration 22Q (38245.110000 sec): 3 clusters
  Score: Raw -209438.895270 + Penalty 2560.646696 = -206878.248573
  nChanged 13
		SP:Iteration 23Q (38245.160000 sec): 3 clusters
  Score: Raw -209444.297390 + Penalty 2560.646696 = -206883.650694
  nChanged 5
		SP:Iteration 24Q (38245.220000 sec): 3 clusters
  Score: Raw -209448.299404 + Penalty 2560.646696 = -206887.652708
  nChanged 7
		SP:Iteration 25Q (38245.260000 sec): 3 clusters
  Score: Raw -209452.995206 + Penalty 2560.646696 = -206892.348509
  nChanged 6
		SP:Iteration 26Q (38245.310000 sec): 3 clusters
  Score: Raw -209454.935103 + Penalty 2560.646696 = -206894.288406
  nChanged 4
		SP:Iteration 27Q (38245.360000 sec): 3 clusters
  Score: Raw -209457.128581 + Penalty 2560.646696 = -206896.481884
  nChanged 6
		SP:Iteration 28Q (38245.410000 sec): 3 clusters
  Score: Raw -209461.095006 + Penalty 2560.646696 = -206900.448309
  nChanged 9
		SP:Iteration 29Q (38245.460000 sec): 3 clusters
  Score: Raw -209467.042492 + Penalty 2560.646696 = -206906.395795
  nChanged 10
		SP:Iteration 30Q (38245.510000 sec): 3 clusters
  Score: Raw -209472.754351 + Penalty 2560.646696 = -206912.107655
  nChanged 13
		SP:Iteration 31Q (38245.560000 sec): 3 clusters
  Score: Raw -209478.941600 + Penalty 2560.646696 = -206918.294903
  nChanged 8
		SP:Iteration 32Q (38245.610000 sec): 3 clusters
  Score: Raw -209487.305365 + Penalty 2560.646696 = -206926.658668
  nChanged 16
		SP:Iteration 33Q (38245.660000 sec): 3 clusters
  Score: Raw -209496.666050 + Penalty 2560.646696 = -206936.019353
  nChanged 11
		SP:Iteration 34Q (38245.710000 sec): 3 clusters
  Score: Raw -209502.899408 + Penalty 2560.646696 = -206942.252711
  nChanged 5
		SP:Iteration 35Q (38245.760000 sec): 3 clusters
  Score: Raw -209505.020818 + Penalty 2560.646696 = -206944.374122
  nChanged 1
		SP:Iteration 36Q (38245.850000 sec): 3 clusters
  Score: Raw -209505.934404 + Penalty 2560.646696 = -206945.287707
  nChanged 1
		SP:Iteration 37Q (38246.030000 sec): 3 clusters
  Score: Raw -209506.249176 + Penalty 2560.646696 = -206945.602480
  nChanged 2
		SP:Iteration 38Q (38246.200000 sec): 3 clusters
  Score: Raw -209506.689699 + Penalty 2560.646696 = -206946.043002
  nChanged 2
		SP:Iteration 39Q (38246.380000 sec): 3 clusters
  Score: Raw -209507.319534 + Penalty 2560.646696 = -206946.672837
  nChanged 1
		SP:Iteration 40F (38246.560000 sec): 3 clusters
  Score: Raw -209507.673818 + Penalty 2560.646696 = -206947.027122
  nChanged 1
		SP:Iteration 41Q (38246.730000 sec): 3 clusters
  Score: Raw -209508.235184 + Penalty 2560.646696 = -206947.588488
  nChanged 0
		SP:Iteration 42F (38246.910000 sec): 3 clusters
  Score: Raw -209508.235184 + Penalty 2560.646696 = -206947.588488
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 110 (1971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38247.000000 sec): 2 clusters
  Score: Raw -165879.545879 + Penalty 1232.773150 = -164646.772729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38247.170000 sec): 3 clusters
  Score: Raw -165108.795460 + Penalty 2465.546300 = -162643.249160
  nChanged 679
		SP:Iteration 1F (38247.350000 sec): 3 clusters
  Score: Raw -165561.956618 + Penalty 2465.546300 = -163096.410318
  nChanged 171
		SP:Iteration 2F (38247.520000 sec): 3 clusters
  Score: Raw -165713.087916 + Penalty 2465.546300 = -163247.541616
  nChanged 102
		SP:Iteration 3F (38247.700000 sec): 3 clusters
  Score: Raw -165792.940813 + Penalty 2465.546300 = -163327.394513
  nChanged 70
		SP:Iteration 4Q (38247.880000 sec): 3 clusters
  Score: Raw -165842.582873 + Penalty 2465.546300 = -163377.036573
  nChanged 59
		SP:Iteration 5Q (38248.050000 sec): 3 clusters
  Score: Raw -165884.599760 + Penalty 2465.546300 = -163419.053460
  nChanged 48
		SP:Iteration 6Q (38248.220000 sec): 3 clusters
  Score: Raw -165916.488353 + Penalty 2465.546300 = -163450.942053
  nChanged 49
		SP:Iteration 7Q (38248.400000 sec): 3 clusters
  Score: Raw -165946.705497 + Penalty 2465.546300 = -163481.159197
  nChanged 41
		SP:Iteration 8Q (38248.580000 sec): 3 clusters
  Score: Raw -165969.261470 + Penalty 2465.546300 = -163503.715171
  nChanged 27
		SP:Iteration 9Q (38248.750000 sec): 3 clusters
  Score: Raw -165981.712175 + Penalty 2465.546300 = -163516.165876
  nChanged 22
		SP:Iteration 10Q (38248.930000 sec): 3 clusters
  Score: Raw -165991.910240 + Penalty 2465.546300 = -163526.363940
  nChanged 24
		SP:Iteration 11Q (38249.100000 sec): 3 clusters
  Score: Raw -166003.920646 + Penalty 2465.546300 = -163538.374347
  nChanged 18
		SP:Iteration 12Q (38249.280000 sec): 3 clusters
  Score: Raw -166014.443415 + Penalty 2465.546300 = -163548.897116
  nChanged 20
		SP:Iteration 13Q (38249.460000 sec): 3 clusters
  Score: Raw -166028.070688 + Penalty 2465.546300 = -163562.524389
  nChanged 12
		SP:Iteration 14Q (38249.630000 sec): 3 clusters
  Score: Raw -166033.737498 + Penalty 2465.546300 = -163568.191198
  nChanged 10
		SP:Iteration 15Q (38249.810000 sec): 3 clusters
  Score: Raw -166039.092270 + Penalty 2465.546300 = -163573.545970
  nChanged 13
		SP:Iteration 16Q (38249.980000 sec): 3 clusters
  Score: Raw -166048.012756 + Penalty 2465.546300 = -163582.466456
  nChanged 11
		SP:Iteration 17Q (38250.160000 sec): 3 clusters
  Score: Raw -166054.283420 + Penalty 2465.546300 = -163588.737120
  nChanged 14
		SP:Iteration 18Q (38250.340000 sec): 3 clusters
  Score: Raw -166064.381320 + Penalty 2465.546300 = -163598.835020
  nChanged 16
		SP:Iteration 19Q (38250.510000 sec): 3 clusters
  Score: Raw -166072.484717 + Penalty 2465.546300 = -163606.938417
  nChanged 16
		SP:Iteration 20F (38250.690000 sec): 3 clusters
  Score: Raw -166080.778898 + Penalty 2465.546300 = -163615.232598
  nChanged 12
		SP:Iteration 21Q (38250.860000 sec): 3 clusters
  Score: Raw -166089.390119 + Penalty 2465.546300 = -163623.843819
  nChanged 14
		SP:Iteration 22Q (38251.040000 sec): 3 clusters
  Score: Raw -166096.121478 + Penalty 2465.546300 = -163630.575178
  nChanged 10
		SP:Iteration 23Q (38251.210000 sec): 3 clusters
  Score: Raw -166101.111226 + Penalty 2465.546300 = -163635.564926
  nChanged 4
		SP:Iteration 24Q (38251.390000 sec): 3 clusters
  Score: Raw -166103.181024 + Penalty 2465.546300 = -163637.634724
  nChanged 3
		SP:Iteration 25Q (38251.560000 sec): 3 clusters
  Score: Raw -166105.102747 + Penalty 2465.546300 = -163639.556447
  nChanged 3
		SP:Iteration 26Q (38251.740000 sec): 3 clusters
  Score: Raw -166107.212223 + Penalty 2465.546300 = -163641.665923
  nChanged 2
		SP:Iteration 27Q (38251.920000 sec): 3 clusters
  Score: Raw -166107.712395 + Penalty 2465.546300 = -163642.166095
  nChanged 1
		SP:Iteration 28Q (38252.090000 sec): 3 clusters
  Score: Raw -166108.177255 + Penalty 2465.546300 = -163642.630955
  nChanged 2
		SP:Iteration 29Q (38252.270000 sec): 3 clusters
  Score: Raw -166109.121767 + Penalty 2465.546300 = -163643.575467
  nChanged 4
		SP:Iteration 30Q (38252.440000 sec): 3 clusters
  Score: Raw -166113.428118 + Penalty 2465.546300 = -163647.881819
  nChanged 3
		SP:Iteration 31Q (38252.620000 sec): 3 clusters
  Score: Raw -166114.464269 + Penalty 2465.546300 = -163648.917969
  nChanged 4
		SP:Iteration 32Q (38252.800000 sec): 3 clusters
  Score: Raw -166116.744170 + Penalty 2465.546300 = -163651.197870
  nChanged 6
		SP:Iteration 33Q (38252.970000 sec): 3 clusters
  Score: Raw -166121.454991 + Penalty 2465.546300 = -163655.908692
  nChanged 8
		SP:Iteration 34Q (38253.150000 sec): 3 clusters
  Score: Raw -166126.263860 + Penalty 2465.546300 = -163660.717560
  nChanged 2
		SP:Iteration 35Q (38253.320000 sec): 3 clusters
  Score: Raw -166130.112568 + Penalty 2465.546300 = -163664.566269
  nChanged 5
		SP:Iteration 36Q (38253.500000 sec): 3 clusters
  Score: Raw -166133.507209 + Penalty 2465.546300 = -163667.960909
  nChanged 7
		SP:Iteration 37Q (38253.680000 sec): 3 clusters
  Score: Raw -166138.123996 + Penalty 2465.546300 = -163672.577697
  nChanged 4
		SP:Iteration 38Q (38253.850000 sec): 3 clusters
  Score: Raw -166139.112727 + Penalty 2465.546300 = -163673.566428
  nChanged 1
		SP:Iteration 39Q (38254.030000 sec): 3 clusters
  Score: Raw -166139.496564 + Penalty 2465.546300 = -163673.950264
  nChanged 2
		SP:Iteration 40F (38254.200000 sec): 3 clusters
  Score: Raw -166140.839559 + Penalty 2465.546300 = -163675.293259
  nChanged 7
		SP:Iteration 41Q (38254.380000 sec): 3 clusters
  Score: Raw -166143.216082 + Penalty 2465.546300 = -163677.669782
  nChanged 1
		SP:Iteration 42Q (38254.560000 sec): 3 clusters
  Score: Raw -166145.278951 + Penalty 2465.546300 = -163679.732651
  nChanged 2
		SP:Iteration 43Q (38254.730000 sec): 3 clusters
  Score: Raw -166145.577695 + Penalty 2465.546300 = -163680.031396
  nChanged 0
		SP:Iteration 44F (38254.900000 sec): 3 clusters
  Score: Raw -166145.577695 + Penalty 2465.546300 = -163680.031396
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 111 (3138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38255.020000 sec): 2 clusters
  Score: Raw -260019.725920 + Penalty 1308.342902 = -258711.383019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38255.200000 sec): 3 clusters
  Score: Raw -258514.043896 + Penalty 2616.685803 = -255897.358093
  nChanged 1196
		SP:Iteration 1F (38255.380000 sec): 3 clusters
  Score: Raw -259278.653135 + Penalty 2616.685803 = -256661.967332
  nChanged 294
		SP:Iteration 2F (38255.550000 sec): 3 clusters
  Score: Raw -259511.449888 + Penalty 2616.685803 = -256894.764085
  nChanged 200
		SP:Iteration 3F (38255.720000 sec): 3 clusters
  Score: Raw -259669.567554 + Penalty 2616.685803 = -257052.881750
  nChanged 173
		SP:Iteration 4F (38255.900000 sec): 3 clusters
  Score: Raw -259801.420277 + Penalty 2616.685803 = -257184.734474
  nChanged 139
		SP:Iteration 5Q (38256.080000 sec): 3 clusters
  Score: Raw -259922.888356 + Penalty 2616.685803 = -257306.202553
  nChanged 129
		SP:Iteration 6Q (38256.250000 sec): 3 clusters
  Score: Raw -260027.519979 + Penalty 2616.685803 = -257410.834176
  nChanged 106
		SP:Iteration 7Q (38256.430000 sec): 3 clusters
  Score: Raw -260094.336523 + Penalty 2616.685803 = -257477.650720
  nChanged 88
		SP:Iteration 8Q (38256.600000 sec): 3 clusters
  Score: Raw -260152.523660 + Penalty 2616.685803 = -257535.837857
  nChanged 69
		SP:Iteration 9Q (38256.780000 sec): 3 clusters
  Score: Raw -260197.466189 + Penalty 2616.685803 = -257580.780385
  nChanged 65
		SP:Iteration 10Q (38256.960000 sec): 3 clusters
  Score: Raw -260235.047349 + Penalty 2616.685803 = -257618.361546
  nChanged 48
		SP:Iteration 11Q (38257.070000 sec): 3 clusters
  Score: Raw -260257.298775 + Penalty 2616.685803 = -257640.612971
  nChanged 26
		SP:Iteration 12Q (38257.140000 sec): 3 clusters
  Score: Raw -260268.821866 + Penalty 2616.685803 = -257652.136062
  nChanged 25
		SP:Iteration 13Q (38257.200000 sec): 3 clusters
  Score: Raw -260280.917412 + Penalty 2616.685803 = -257664.231608
  nChanged 28
		SP:Iteration 14Q (38257.260000 sec): 3 clusters
  Score: Raw -260294.370455 + Penalty 2616.685803 = -257677.684652
  nChanged 28
		SP:Iteration 15Q (38257.320000 sec): 3 clusters
  Score: Raw -260307.404489 + Penalty 2616.685803 = -257690.718686
  nChanged 27
		SP:Iteration 16Q (38257.380000 sec): 3 clusters
  Score: Raw -260320.270152 + Penalty 2616.685803 = -257703.584349
  nChanged 31
		SP:Iteration 17Q (38257.440000 sec): 3 clusters
  Score: Raw -260333.451976 + Penalty 2616.685803 = -257716.766173
  nChanged 17
		SP:Iteration 18Q (38257.500000 sec): 3 clusters
  Score: Raw -260341.344415 + Penalty 2616.685803 = -257724.658612
  nChanged 24
		SP:Iteration 19Q (38257.560000 sec): 3 clusters
  Score: Raw -260350.465464 + Penalty 2616.685803 = -257733.779661
  nChanged 24
		SP:Iteration 20F (38257.620000 sec): 3 clusters
  Score: Raw -260360.338091 + Penalty 2616.685803 = -257743.652288
  nChanged 14
		SP:Iteration 21Q (38257.680000 sec): 3 clusters
  Score: Raw -260364.410764 + Penalty 2616.685803 = -257747.724960
  nChanged 9
		SP:Iteration 22Q (38257.740000 sec): 3 clusters
  Score: Raw -260366.688336 + Penalty 2616.685803 = -257750.002533
  nChanged 6
		SP:Iteration 23Q (38257.890000 sec): 3 clusters
  Score: Raw -260369.491818 + Penalty 2616.685803 = -257752.806014
  nChanged 8
		SP:Iteration 24Q (38258.070000 sec): 3 clusters
  Score: Raw -260372.610029 + Penalty 2616.685803 = -257755.924225
  nChanged 10
		SP:Iteration 25Q (38258.240000 sec): 3 clusters
  Score: Raw -260375.301667 + Penalty 2616.685803 = -257758.615863
  nChanged 8
		SP:Iteration 26Q (38258.420000 sec): 3 clusters
  Score: Raw -260377.932283 + Penalty 2616.685803 = -257761.246479
  nChanged 6
		SP:Iteration 27Q (38258.590000 sec): 3 clusters
  Score: Raw -260380.430579 + Penalty 2616.685803 = -257763.744776
  nChanged 7
		SP:Iteration 28Q (38258.750000 sec): 3 clusters
  Score: Raw -260382.627343 + Penalty 2616.685803 = -257765.941540
  nChanged 2
		SP:Iteration 29Q (38258.910000 sec): 3 clusters
  Score: Raw -260383.599514 + Penalty 2616.685803 = -257766.913711
  nChanged 6
		SP:Iteration 30Q (38259.080000 sec): 3 clusters
  Score: Raw -260385.288621 + Penalty 2616.685803 = -257768.602817
  nChanged 2
		SP:Iteration 31Q (38259.240000 sec): 3 clusters
  Score: Raw -260385.771605 + Penalty 2616.685803 = -257769.085801
  nChanged 5
		SP:Iteration 32Q (38259.400000 sec): 3 clusters
  Score: Raw -260387.096513 + Penalty 2616.685803 = -257770.410710
  nChanged 1
		SP:Iteration 33Q (38259.570000 sec): 3 clusters
  Score: Raw -260387.354657 + Penalty 2616.685803 = -257770.668854
  nChanged 0
		SP:Iteration 34F (38259.730000 sec): 3 clusters
  Score: Raw -260387.354657 + Penalty 2616.685803 = -257770.668854
  nChanged 0
Iteration 259Q (38463.130000 sec): 112 clusters
  Score: Raw -47043837.183708 + Penalty 239366.094331 = -46804471.089377
  nChanged 56
Iteration 260F (38681.740000 sec): 112 clusters
  Score: Raw -47043842.090097 + Penalty 239366.094331 = -46804475.995766
  nChanged 43
Iteration 261Q (38874.670000 sec): 112 clusters
  Score: Raw -47043846.403619 + Penalty 239366.094331 = -46804480.309288
  nChanged 33
Iteration 262Q (39079.500000 sec): 112 clusters
  Score: Raw -47043850.195596 + Penalty 239366.094331 = -46804484.101265
  nChanged 32
Iteration 263Q (39274.420000 sec): 112 clusters
  Score: Raw -47043854.356424 + Penalty 239366.094331 = -46804488.262093
  nChanged 27
Iteration 264Q (39469.770000 sec): 112 clusters
  Score: Raw -47043857.147958 + Penalty 239366.094331 = -46804491.053627
  nChanged 22
Iteration 265Q (39673.760000 sec): 112 clusters
  Score: Raw -47043858.962117 + Penalty 239366.094331 = -46804492.867786
  nChanged 17
Iteration 266Q (39868.200000 sec): 112 clusters
  Score: Raw -47043860.651245 + Penalty 239366.094331 = -46804494.556914
  nChanged 20
Iteration 267Q (40057.800000 sec): 112 clusters
  Score: Raw -47043862.756462 + Penalty 239366.094331 = -46804496.662132
  nChanged 26
Iteration 268Q (40260.160000 sec): 112 clusters
  Score: Raw -47043865.257289 + Penalty 239366.094331 = -46804499.162958
  nChanged 26
Iteration 269Q (40453.550000 sec): 112 clusters
  Score: Raw -47043869.127435 + Penalty 239366.094331 = -46804503.033104
  nChanged 33
Iteration 270Q (40651.670000 sec): 112 clusters
  Score: Raw -47043876.620364 + Penalty 239366.094331 = -46804510.526033
  nChanged 47
Iteration 271Q (40844.820000 sec): 112 clusters
  Score: Raw -47043890.117908 + Penalty 239366.094331 = -46804524.023577
  nChanged 52
Iteration 272Q (41042.670000 sec): 112 clusters
  Score: Raw -47043902.286763 + Penalty 239366.094331 = -46804536.192432
  nChanged 51
Iteration 273Q (41234.710000 sec): 112 clusters
  Score: Raw -47043916.079644 + Penalty 239366.094331 = -46804549.985313
  nChanged 57
Iteration 274Q (41434.150000 sec): 112 clusters
  Score: Raw -47043930.652231 + Penalty 239366.094331 = -46804564.557900
  nChanged 57
Iteration 275Q (41620.540000 sec): 112 clusters
  Score: Raw -47043945.900113 + Penalty 239366.094331 = -46804579.805782
  nChanged 50
Iteration 276Q (41813.060000 sec): 112 clusters
  Score: Raw -47043960.438158 + Penalty 239366.094331 = -46804594.343827
  nChanged 67
Iteration 277Q (42006.820000 sec): 112 clusters
  Score: Raw -47043977.590664 + Penalty 239366.094331 = -46804611.496334
  nChanged 78
Iteration 278Q (42194.850000 sec): 112 clusters
  Score: Raw -47043997.659035 + Penalty 239366.094331 = -46804631.564704
  nChanged 77
Iteration 279Q (42398.790000 sec): 112 clusters
  Score: Raw -47044018.031843 + Penalty 239366.094331 = -46804651.937512
  nChanged 74
Iteration 280F (42616.800000 sec): 112 clusters
  Score: Raw -47044032.954267 + Penalty 239366.094331 = -46804666.859936
  nChanged 84
Iteration 281Q (42809.280000 sec): 112 clusters
  Score: Raw -47044049.267702 + Penalty 239366.094331 = -46804683.173372
  nChanged 72
Iteration 282Q (43008.410000 sec): 112 clusters
  Score: Raw -47044062.685010 + Penalty 239366.094331 = -46804696.590679
  nChanged 73
Iteration 283Q (43207.260000 sec): 112 clusters
  Score: Raw -47044074.684416 + Penalty 239366.094331 = -46804708.590085
  nChanged 53
Iteration 284Q (43411.930000 sec): 112 clusters
  Score: Raw -47044087.815216 + Penalty 239366.094331 = -46804721.720885
  nChanged 61
Iteration 285Q (43609.390000 sec): 112 clusters
  Score: Raw -47044103.454670 + Penalty 239366.094331 = -46804737.360339
  nChanged 59
Iteration 286Q (43804.090000 sec): 112 clusters
  Score: Raw -47044118.440440 + Penalty 239366.094331 = -46804752.346109
  nChanged 51
Iteration 287Q (44007.180000 sec): 112 clusters
  Score: Raw -47044132.148807 + Penalty 239366.094331 = -46804766.054476
  nChanged 52
Iteration 288Q (44211.320000 sec): 112 clusters
  Score: Raw -47044143.534759 + Penalty 239366.094331 = -46804777.440428
  nChanged 28
Iteration 289Q (44405.030000 sec): 112 clusters
  Score: Raw -47044149.203180 + Penalty 239366.094331 = -46804783.108849
  nChanged 30
Iteration 290Q (44604.510000 sec): 112 clusters
  Score: Raw -47044155.018635 + Penalty 239366.094331 = -46804788.924304
  nChanged 27
Iteration 291Q (44796.400000 sec): 112 clusters
  Score: Raw -47044159.184285 + Penalty 239366.094331 = -46804793.089954
  nChanged 28
Iteration 292Q (44996.740000 sec): 112 clusters
  Score: Raw -47044163.804152 + Penalty 239366.094331 = -46804797.709821
  nChanged 25
Iteration 293Q (45199.930000 sec): 112 clusters
  Score: Raw -47044166.816586 + Penalty 239366.094331 = -46804800.722255
  nChanged 18
Iteration 294Q (45399.280000 sec): 112 clusters
  Score: Raw -47044170.104332 + Penalty 239366.094331 = -46804804.010002
  nChanged 13
Iteration 295Q (45596.030000 sec): 112 clusters
  Score: Raw -47044172.753842 + Penalty 239366.094331 = -46804806.659511
  nChanged 14
Iteration 296Q (45789.310000 sec): 112 clusters
  Score: Raw -47044175.145786 + Penalty 239366.094331 = -46804809.051455
  nChanged 19
Iteration 297Q (45982.890000 sec): 112 clusters
  Score: Raw -47044178.437811 + Penalty 239366.094331 = -46804812.343480
  nChanged 16
Iteration 298Q (46175.050000 sec): 112 clusters
  Score: Raw -47044180.536424 + Penalty 239366.094331 = -46804814.442093
  nChanged 9
Writing temp clu file 
Because OldScore, -46804812.343480, is greater than current (better) Score,-46804814.442093 
 Compute initial score before splitting:   Score: Raw -47044180.536424 + Penalty 239366.094331 = -46804814.442093
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (3579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46175.190000 sec): 2 clusters
  Score: Raw -302123.346736 + Penalty 1329.711290 = -300793.635446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46175.350000 sec): 3 clusters
  Score: Raw -300419.087157 + Penalty 2659.422581 = -297759.664576
  nChanged 1394
		SP:Iteration 1F (46175.510000 sec): 3 clusters
  Score: Raw -301385.423679 + Penalty 2659.422581 = -298726.001098
  nChanged 372
		SP:Iteration 2F (46175.670000 sec): 3 clusters
  Score: Raw -301759.572149 + Penalty 2659.422581 = -299100.149568
  nChanged 303
		SP:Iteration 3F (46175.830000 sec): 3 clusters
  Score: Raw -302077.681932 + Penalty 2659.422581 = -299418.259351
  nChanged 260
		SP:Iteration 4F (46175.990000 sec): 3 clusters
  Score: Raw -302383.269705 + Penalty 2659.422581 = -299723.847124
  nChanged 223
		SP:Iteration 5F (46176.150000 sec): 3 clusters
  Score: Raw -302632.567597 + Penalty 2659.422581 = -299973.145016
  nChanged 186
		SP:Iteration 6F (46176.310000 sec): 3 clusters
  Score: Raw -302883.366475 + Penalty 2659.422581 = -300223.943894
  nChanged 194
		SP:Iteration 7F (46176.470000 sec): 3 clusters
  Score: Raw -303117.172121 + Penalty 2659.422581 = -300457.749540
  nChanged 143
		SP:Iteration 8Q (46176.650000 sec): 3 clusters
  Score: Raw -303224.527739 + Penalty 2659.422581 = -300565.105158
  nChanged 66
		SP:Iteration 9Q (46176.820000 sec): 3 clusters
  Score: Raw -303261.662685 + Penalty 2659.422581 = -300602.240104
  nChanged 34
		SP:Iteration 10Q (46177.000000 sec): 3 clusters
  Score: Raw -303278.245749 + Penalty 2659.422581 = -300618.823168
  nChanged 24
		SP:Iteration 11Q (46177.180000 sec): 3 clusters
  Score: Raw -303286.509968 + Penalty 2659.422581 = -300627.087387
  nChanged 17
		SP:Iteration 12Q (46177.350000 sec): 3 clusters
  Score: Raw -303291.847980 + Penalty 2659.422581 = -300632.425399
  nChanged 5
		SP:Iteration 13Q (46177.530000 sec): 3 clusters
  Score: Raw -303292.735994 + Penalty 2659.422581 = -300633.313413
  nChanged 3
		SP:Iteration 14Q (46177.700000 sec): 3 clusters
  Score: Raw -303293.194803 + Penalty 2659.422581 = -300633.772222
  nChanged 3
		SP:Iteration 15Q (46177.880000 sec): 3 clusters
  Score: Raw -303293.801817 + Penalty 2659.422581 = -300634.379236
  nChanged 2
		SP:Iteration 16Q (46178.060000 sec): 3 clusters
  Score: Raw -303294.142051 + Penalty 2659.422581 = -300634.719470
  nChanged 2
		SP:Iteration 17Q (46178.230000 sec): 3 clusters
  Score: Raw -303294.485031 + Penalty 2659.422581 = -300635.062450
  nChanged 1
		SP:Iteration 18Q (46178.410000 sec): 3 clusters
  Score: Raw -303294.653722 + Penalty 2659.422581 = -300635.231141
  nChanged 0
		SP:Iteration 19F (46178.580000 sec): 3 clusters
  Score: Raw -303294.653722 + Penalty 2659.422581 = -300635.231141
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46178.670000 sec): 2 clusters
  Score: Raw -37074.726737 + Penalty 1017.802218 = -36056.924519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46178.840000 sec): 3 clusters
  Score: Raw -37028.079298 + Penalty 2035.604435 = -34992.474862
  nChanged 128
		SP:Iteration 1F (46179.020000 sec): 3 clusters
  Score: Raw -37208.873961 + Penalty 2035.604435 = -35173.269526
  nChanged 38
		SP:Iteration 2F (46179.200000 sec): 3 clusters
  Score: Raw -37274.099114 + Penalty 2035.604435 = -35238.494679
  nChanged 24
		SP:Iteration 3Q (46179.370000 sec): 3 clusters
  Score: Raw -37304.072687 + Penalty 2035.604435 = -35268.468251
  nChanged 13
		SP:Iteration 4Q (46179.550000 sec): 3 clusters
  Score: Raw -37329.418203 + Penalty 2035.604435 = -35293.813768
  nChanged 12
		SP:Iteration 5Q (46179.720000 sec): 3 clusters
  Score: Raw -37355.816834 + Penalty 2035.604435 = -35320.212398
  nChanged 12
		SP:Iteration 6Q (46179.900000 sec): 3 clusters
  Score: Raw -37388.723954 + Penalty 2035.604435 = -35353.119519
  nChanged 4
		SP:Iteration 7Q (46180.080000 sec): 3 clusters
  Score: Raw -37394.865125 + Penalty 2035.604435 = -35359.260690
  nChanged 2
		SP:Iteration 8Q (46180.250000 sec): 3 clusters
  Score: Raw -37398.710507 + Penalty 2035.604435 = -35363.106072
  nChanged 2
		SP:Iteration 9Q (46180.430000 sec): 3 clusters
  Score: Raw -37401.194867 + Penalty 2035.604435 = -35365.590432
  nChanged 0
		SP:Iteration 10F (46180.600000 sec): 3 clusters
  Score: Raw -37401.194867 + Penalty 2035.604435 = -35365.590432
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (5048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46180.730000 sec): 2 clusters
  Score: Raw -375422.632569 + Penalty 1385.596453 = -374037.036116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46180.910000 sec): 3 clusters
  Score: Raw -372810.431773 + Penalty 2771.192906 = -370039.238867
  nChanged 2041
		SP:Iteration 1F (46181.080000 sec): 3 clusters
  Score: Raw -374105.037975 + Penalty 2771.192906 = -371333.845068
  nChanged 450
		SP:Iteration 2F (46181.260000 sec): 3 clusters
  Score: Raw -374421.914575 + Penalty 2771.192906 = -371650.721668
  nChanged 334
		SP:Iteration 3F (46181.430000 sec): 3 clusters
  Score: Raw -374637.709337 + Penalty 2771.192906 = -371866.516431
  nChanged 277
		SP:Iteration 4F (46181.610000 sec): 3 clusters
  Score: Raw -374805.967729 + Penalty 2771.192906 = -372034.774823
  nChanged 222
		SP:Iteration 5Q (46181.780000 sec): 3 clusters
  Score: Raw -374936.414844 + Penalty 2771.192906 = -372165.221938
  nChanged 189
		SP:Iteration 6Q (46181.960000 sec): 3 clusters
  Score: Raw -375040.896591 + Penalty 2771.192906 = -372269.703685
  nChanged 161
		SP:Iteration 7Q (46182.130000 sec): 3 clusters
  Score: Raw -375120.653154 + Penalty 2771.192906 = -372349.460248
  nChanged 139
		SP:Iteration 8Q (46182.310000 sec): 3 clusters
  Score: Raw -375183.374099 + Penalty 2771.192906 = -372412.181193
  nChanged 120
		SP:Iteration 9Q (46182.480000 sec): 3 clusters
  Score: Raw -375234.505685 + Penalty 2771.192906 = -372463.312779
  nChanged 102
		SP:Iteration 10Q (46182.660000 sec): 3 clusters
  Score: Raw -375285.271613 + Penalty 2771.192906 = -372514.078706
  nChanged 84
		SP:Iteration 11Q (46182.830000 sec): 3 clusters
  Score: Raw -375320.559783 + Penalty 2771.192906 = -372549.366877
  nChanged 72
		SP:Iteration 12Q (46183.010000 sec): 3 clusters
  Score: Raw -375354.720547 + Penalty 2771.192906 = -372583.527641
  nChanged 80
		SP:Iteration 13Q (46183.180000 sec): 3 clusters
  Score: Raw -375392.214277 + Penalty 2771.192906 = -372621.021370
  nChanged 88
		SP:Iteration 14Q (46183.360000 sec): 3 clusters
  Score: Raw -375429.613272 + Penalty 2771.192906 = -372658.420366
  nChanged 65
		SP:Iteration 15Q (46183.530000 sec): 3 clusters
  Score: Raw -375454.894470 + Penalty 2771.192906 = -372683.701563
  nChanged 47
		SP:Iteration 16Q (46183.710000 sec): 3 clusters
  Score: Raw -375472.949712 + Penalty 2771.192906 = -372701.756805
  nChanged 55
		SP:Iteration 17Q (46183.880000 sec): 3 clusters
  Score: Raw -375494.093103 + Penalty 2771.192906 = -372722.900196
  nChanged 42
		SP:Iteration 18Q (46184.060000 sec): 3 clusters
  Score: Raw -375510.862369 + Penalty 2771.192906 = -372739.669463
  nChanged 40
		SP:Iteration 19Q (46184.310000 sec): 3 clusters
  Score: Raw -375526.745580 + Penalty 2771.192906 = -372755.552674
  nChanged 40
		SP:Iteration 20F (46184.450000 sec): 3 clusters
  Score: Raw -375539.854804 + Penalty 2771.192906 = -372768.661898
  nChanged 37
		SP:Iteration 21Q (46184.620000 sec): 3 clusters
  Score: Raw -375553.265801 + Penalty 2771.192906 = -372782.072894
  nChanged 37
		SP:Iteration 22Q (46184.790000 sec): 3 clusters
  Score: Raw -375570.928916 + Penalty 2771.192906 = -372799.736010
  nChanged 28
		SP:Iteration 23Q (46184.970000 sec): 3 clusters
  Score: Raw -375580.310927 + Penalty 2771.192906 = -372809.118021
  nChanged 15
		SP:Iteration 24Q (46185.140000 sec): 3 clusters
  Score: Raw -375584.830576 + Penalty 2771.192906 = -372813.637670
  nChanged 14
		SP:Iteration 25Q (46185.320000 sec): 3 clusters
  Score: Raw -375587.835159 + Penalty 2771.192906 = -372816.642253
  nChanged 12
		SP:Iteration 26Q (46185.490000 sec): 3 clusters
  Score: Raw -375590.129226 + Penalty 2771.192906 = -372818.936320
  nChanged 10
		SP:Iteration 27Q (46185.670000 sec): 3 clusters
  Score: Raw -375593.214990 + Penalty 2771.192906 = -372822.022083
  nChanged 5
		SP:Iteration 28Q (46185.840000 sec): 3 clusters
  Score: Raw -375594.511294 + Penalty 2771.192906 = -372823.318388
  nChanged 4
		SP:Iteration 29Q (46186.020000 sec): 3 clusters
  Score: Raw -375595.363631 + Penalty 2771.192906 = -372824.170724
  nChanged 1
		SP:Iteration 30Q (46186.190000 sec): 3 clusters
  Score: Raw -375595.763316 + Penalty 2771.192906 = -372824.570410
  nChanged 4
		SP:Iteration 31Q (46186.410000 sec): 3 clusters
  Score: Raw -375596.946774 + Penalty 2771.192906 = -372825.753868
  nChanged 3
		SP:Iteration 32Q (46186.560000 sec): 3 clusters
  Score: Raw -375598.247108 + Penalty 2771.192906 = -372827.054202
  nChanged 7
		SP:Iteration 33Q (46186.730000 sec): 3 clusters
  Score: Raw -375599.923468 + Penalty 2771.192906 = -372828.730562
  nChanged 3
		SP:Iteration 34Q (46186.910000 sec): 3 clusters
  Score: Raw -375601.290122 + Penalty 2771.192906 = -372830.097215
  nChanged 8
		SP:Iteration 35Q (46187.080000 sec): 3 clusters
  Score: Raw -375603.539699 + Penalty 2771.192906 = -372832.346793
  nChanged 8
		SP:Iteration 36Q (46187.260000 sec): 3 clusters
  Score: Raw -375606.177515 + Penalty 2771.192906 = -372834.984609
  nChanged 9
		SP:Iteration 37Q (46187.430000 sec): 3 clusters
  Score: Raw -375608.627406 + Penalty 2771.192906 = -372837.434499
  nChanged 6
		SP:Iteration 38Q (46187.600000 sec): 3 clusters
  Score: Raw -375610.327141 + Penalty 2771.192906 = -372839.134234
  nChanged 9
		SP:Iteration 39Q (46187.780000 sec): 3 clusters
  Score: Raw -375612.763232 + Penalty 2771.192906 = -372841.570326
  nChanged 7
		SP:Iteration 40F (46187.960000 sec): 3 clusters
  Score: Raw -375614.902323 + Penalty 2771.192906 = -372843.709417
  nChanged 4
		SP:Iteration 41Q (46188.130000 sec): 3 clusters
  Score: Raw -375616.011075 + Penalty 2771.192906 = -372844.818169
  nChanged 5
		SP:Iteration 42Q (46188.300000 sec): 3 clusters
  Score: Raw -375617.683835 + Penalty 2771.192906 = -372846.490928
  nChanged 3
		SP:Iteration 43Q (46188.480000 sec): 3 clusters
  Score: Raw -375618.482183 + Penalty 2771.192906 = -372847.289277
  nChanged 4
		SP:Iteration 44Q (46188.660000 sec): 3 clusters
  Score: Raw -375620.072000 + Penalty 2771.192906 = -372848.879094
  nChanged 7
		SP:Iteration 45Q (46188.830000 sec): 3 clusters
  Score: Raw -375621.875552 + Penalty 2771.192906 = -372850.682646
  nChanged 6
		SP:Iteration 46Q (46189.030000 sec): 3 clusters
  Score: Raw -375623.349490 + Penalty 2771.192906 = -372852.156584
  nChanged 6
		SP:Iteration 47Q (46189.220000 sec): 3 clusters
  Score: Raw -375625.069913 + Penalty 2771.192906 = -372853.877007
  nChanged 6
		SP:Iteration 48Q (46189.400000 sec): 3 clusters
  Score: Raw -375626.914831 + Penalty 2771.192906 = -372855.721925
  nChanged 10
		SP:Iteration 49Q (46189.570000 sec): 3 clusters
  Score: Raw -375630.490631 + Penalty 2771.192906 = -372859.297724
  nChanged 12
		SP:Iteration 50Q (46189.740000 sec): 3 clusters
  Score: Raw -375635.270671 + Penalty 2771.192906 = -372864.077764
  nChanged 9
		SP:Iteration 51Q (46189.900000 sec): 3 clusters
  Score: Raw -375638.508379 + Penalty 2771.192906 = -372867.315473
  nChanged 9
		SP:Iteration 52Q (46190.060000 sec): 3 clusters
  Score: Raw -375641.591089 + Penalty 2771.192906 = -372870.398182
  nChanged 10
		SP:Iteration 53Q (46190.220000 sec): 3 clusters
  Score: Raw -375644.812214 + Penalty 2771.192906 = -372873.619308
  nChanged 10
		SP:Iteration 54Q (46190.380000 sec): 3 clusters
  Score: Raw -375646.630111 + Penalty 2771.192906 = -372875.437204
  nChanged 6
		SP:Iteration 55Q (46190.590000 sec): 3 clusters
  Score: Raw -375648.960221 + Penalty 2771.192906 = -372877.767314
  nChanged 9
		SP:Iteration 56Q (46190.760000 sec): 3 clusters
  Score: Raw -375651.442049 + Penalty 2771.192906 = -372880.249142
  nChanged 6
		SP:Iteration 57Q (46190.960000 sec): 3 clusters
  Score: Raw -375652.977833 + Penalty 2771.192906 = -372881.784927
  nChanged 5
		SP:Iteration 58Q (46191.120000 sec): 3 clusters
  Score: Raw -375654.102318 + Penalty 2771.192906 = -372882.909411
  nChanged 4
		SP:Iteration 59Q (46191.300000 sec): 3 clusters
  Score: Raw -375655.480287 + Penalty 2771.192906 = -372884.287381
  nChanged 8
		SP:Iteration 60F (46191.500000 sec): 3 clusters
  Score: Raw -375657.800050 + Penalty 2771.192906 = -372886.607143
  nChanged 11
		SP:Iteration 61Q (46191.740000 sec): 3 clusters
  Score: Raw -375661.693868 + Penalty 2771.192906 = -372890.500961
  nChanged 7
		SP:Iteration 62Q (46191.880000 sec): 3 clusters
  Score: Raw -375664.122619 + Penalty 2771.192906 = -372892.929713
  nChanged 6
		SP:Iteration 63Q (46192.040000 sec): 3 clusters
  Score: Raw -375668.481106 + Penalty 2771.192906 = -372897.288199
  nChanged 7
		SP:Iteration 64Q (46192.200000 sec): 3 clusters
  Score: Raw -375671.068847 + Penalty 2771.192906 = -372899.875941
  nChanged 8
		SP:Iteration 65Q (46192.360000 sec): 3 clusters
  Score: Raw -375673.718943 + Penalty 2771.192906 = -372902.526037
  nChanged 4
		SP:Iteration 66Q (46192.540000 sec): 3 clusters
  Score: Raw -375674.727747 + Penalty 2771.192906 = -372903.534840
  nChanged 3
		SP:Iteration 67Q (46192.710000 sec): 3 clusters
  Score: Raw -375675.098563 + Penalty 2771.192906 = -372903.905657
  nChanged 0
		SP:Iteration 68F (46192.880000 sec): 3 clusters
  Score: Raw -375675.098563 + Penalty 2771.192906 = -372903.905657
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (2147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46192.960000 sec): 2 clusters
  Score: Raw -199592.638280 + Penalty 1246.671855 = -198345.966426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46193.180000 sec): 3 clusters
  Score: Raw -198636.999985 + Penalty 2493.343709 = -196143.656276
  nChanged 778
		SP:Iteration 1F (46193.340000 sec): 3 clusters
  Score: Raw -199184.263063 + Penalty 2493.343709 = -196690.919354
  nChanged 191
		SP:Iteration 2F (46193.500000 sec): 3 clusters
  Score: Raw -199361.044655 + Penalty 2493.343709 = -196867.700946
  nChanged 128
		SP:Iteration 3F (46193.660000 sec): 3 clusters
  Score: Raw -199481.739287 + Penalty 2493.343709 = -196988.395578
  nChanged 100
		SP:Iteration 4Q (46193.830000 sec): 3 clusters
  Score: Raw -199577.121294 + Penalty 2493.343709 = -197083.777584
  nChanged 100
		SP:Iteration 5Q (46193.990000 sec): 3 clusters
  Score: Raw -199668.035637 + Penalty 2493.343709 = -197174.691927
  nChanged 81
		SP:Iteration 6Q (46194.100000 sec): 3 clusters
  Score: Raw -199724.583064 + Penalty 2493.343709 = -197231.239355
  nChanged 63
		SP:Iteration 7Q (46194.150000 sec): 3 clusters
  Score: Raw -199763.059523 + Penalty 2493.343709 = -197269.715814
  nChanged 48
		SP:Iteration 8Q (46194.220000 sec): 3 clusters
  Score: Raw -199798.518642 + Penalty 2493.343709 = -197305.174933
  nChanged 45
		SP:Iteration 9Q (46194.270000 sec): 3 clusters
  Score: Raw -199829.961291 + Penalty 2493.343709 = -197336.617581
  nChanged 38
		SP:Iteration 10Q (46194.310000 sec): 3 clusters
  Score: Raw -199850.999317 + Penalty 2493.343709 = -197357.655608
  nChanged 26
		SP:Iteration 11Q (46194.350000 sec): 3 clusters
  Score: Raw -199867.045753 + Penalty 2493.343709 = -197373.702044
  nChanged 15
		SP:Iteration 12Q (46194.400000 sec): 3 clusters
  Score: Raw -199878.165724 + Penalty 2493.343709 = -197384.822015
  nChanged 15
		SP:Iteration 13Q (46194.440000 sec): 3 clusters
  Score: Raw -199888.383328 + Penalty 2493.343709 = -197395.039619
  nChanged 12
		SP:Iteration 14Q (46194.480000 sec): 3 clusters
  Score: Raw -199895.054727 + Penalty 2493.343709 = -197401.711018
  nChanged 10
		SP:Iteration 15Q (46194.520000 sec): 3 clusters
  Score: Raw -199900.292221 + Penalty 2493.343709 = -197406.948512
  nChanged 7
		SP:Iteration 16Q (46194.570000 sec): 3 clusters
  Score: Raw -199906.047762 + Penalty 2493.343709 = -197412.704053
  nChanged 14
		SP:Iteration 17Q (46194.610000 sec): 3 clusters
  Score: Raw -199916.259559 + Penalty 2493.343709 = -197422.915849
  nChanged 13
		SP:Iteration 18Q (46194.650000 sec): 3 clusters
  Score: Raw -199923.556473 + Penalty 2493.343709 = -197430.212764
  nChanged 9
		SP:Iteration 19Q (46194.700000 sec): 3 clusters
  Score: Raw -199927.024456 + Penalty 2493.343709 = -197433.680746
  nChanged 7
		SP:Iteration 20F (46194.740000 sec): 3 clusters
  Score: Raw -199930.475404 + Penalty 2493.343709 = -197437.131695
  nChanged 9
		SP:Iteration 21Q (46194.780000 sec): 3 clusters
  Score: Raw -199935.391503 + Penalty 2493.343709 = -197442.047794
  nChanged 6
		SP:Iteration 22Q (46194.820000 sec): 3 clusters
  Score: Raw -199938.822269 + Penalty 2493.343709 = -197445.478560
  nChanged 6
		SP:Iteration 23Q (46194.870000 sec): 3 clusters
  Score: Raw -199941.726980 + Penalty 2493.343709 = -197448.383271
  nChanged 7
		SP:Iteration 24Q (46194.910000 sec): 3 clusters
  Score: Raw -199946.250788 + Penalty 2493.343709 = -197452.907079
  nChanged 4
		SP:Iteration 25Q (46194.950000 sec): 3 clusters
  Score: Raw -199948.034877 + Penalty 2493.343709 = -197454.691168
  nChanged 7
		SP:Iteration 26Q (46195.040000 sec): 3 clusters
  Score: Raw -199951.712832 + Penalty 2493.343709 = -197458.369123
  nChanged 7
		SP:Iteration 27Q (46195.210000 sec): 3 clusters
  Score: Raw -199954.777449 + Penalty 2493.343709 = -197461.433739
  nChanged 9
		SP:Iteration 28Q (46195.390000 sec): 3 clusters
  Score: Raw -199958.477728 + Penalty 2493.343709 = -197465.134018
  nChanged 4
		SP:Iteration 29Q (46195.560000 sec): 3 clusters
  Score: Raw -199960.544037 + Penalty 2493.343709 = -197467.200328
  nChanged 4
		SP:Iteration 30Q (46195.740000 sec): 3 clusters
  Score: Raw -199962.092406 + Penalty 2493.343709 = -197468.748696
  nChanged 2
		SP:Iteration 31Q (46195.910000 sec): 3 clusters
  Score: Raw -199962.980818 + Penalty 2493.343709 = -197469.637109
  nChanged 1
		SP:Iteration 32Q (46196.080000 sec): 3 clusters
  Score: Raw -199963.193170 + Penalty 2493.343709 = -197469.849461
  nChanged 0
		SP:Iteration 33F (46196.250000 sec): 3 clusters
  Score: Raw -199963.193170 + Penalty 2493.343709 = -197469.849461
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (7447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46196.360000 sec): 2 clusters
  Score: Raw -626754.169589 + Penalty 1448.779564 = -625305.390025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46196.570000 sec): 3 clusters
  Score: Raw -622632.904483 + Penalty 2897.559127 = -619735.345356
  nChanged 3191
		SP:Iteration 1F (46196.770000 sec): 3 clusters
  Score: Raw -624749.696715 + Penalty 2897.559127 = -621852.137588
  nChanged 655
		SP:Iteration 2F (46196.970000 sec): 3 clusters
  Score: Raw -625315.030962 + Penalty 2897.559127 = -622417.471835
  nChanged 614
		SP:Iteration 3F (46197.170000 sec): 3 clusters
  Score: Raw -625868.152819 + Penalty 2897.559127 = -622970.593692
  nChanged 549
		SP:Iteration 4F (46197.370000 sec): 3 clusters
  Score: Raw -626325.343406 + Penalty 2897.559127 = -623427.784279
  nChanged 434
		SP:Iteration 5F (46197.570000 sec): 3 clusters
  Score: Raw -626627.168334 + Penalty 2897.559127 = -623729.609207
  nChanged 328
		SP:Iteration 6Q (46197.770000 sec): 3 clusters
  Score: Raw -626831.165858 + Penalty 2897.559127 = -623933.606730
  nChanged 286
		SP:Iteration 7Q (46197.970000 sec): 3 clusters
  Score: Raw -626954.193277 + Penalty 2897.559127 = -624056.634150
  nChanged 158
		SP:Iteration 8Q (46198.170000 sec): 3 clusters
  Score: Raw -627006.799014 + Penalty 2897.559127 = -624109.239886
  nChanged 126
		SP:Iteration 9Q (46198.370000 sec): 3 clusters
  Score: Raw -627046.183025 + Penalty 2897.559127 = -624148.623897
  nChanged 93
		SP:Iteration 10Q (46198.570000 sec): 3 clusters
  Score: Raw -627072.604276 + Penalty 2897.559127 = -624175.045148
  nChanged 80
		SP:Iteration 11Q (46198.770000 sec): 3 clusters
  Score: Raw -627089.017729 + Penalty 2897.559127 = -624191.458602
  nChanged 48
		SP:Iteration 12Q (46198.960000 sec): 3 clusters
  Score: Raw -627097.573730 + Penalty 2897.559127 = -624200.014602
  nChanged 44
		SP:Iteration 13Q (46199.160000 sec): 3 clusters
  Score: Raw -627106.660893 + Penalty 2897.559127 = -624209.101766
  nChanged 32
		SP:Iteration 14Q (46199.360000 sec): 3 clusters
  Score: Raw -627111.408108 + Penalty 2897.559127 = -624213.848981
  nChanged 26
		SP:Iteration 15Q (46199.560000 sec): 3 clusters
  Score: Raw -627114.900454 + Penalty 2897.559127 = -624217.341327
  nChanged 16
		SP:Iteration 16Q (46199.760000 sec): 3 clusters
  Score: Raw -627117.822281 + Penalty 2897.559127 = -624220.263154
  nChanged 17
		SP:Iteration 17Q (46199.960000 sec): 3 clusters
  Score: Raw -627120.679396 + Penalty 2897.559127 = -624223.120269
  nChanged 19
		SP:Iteration 18Q (46200.180000 sec): 3 clusters
  Score: Raw -627123.548056 + Penalty 2897.559127 = -624225.988929
  nChanged 18
		SP:Iteration 19Q (46200.390000 sec): 3 clusters
  Score: Raw -627126.115930 + Penalty 2897.559127 = -624228.556802
  nChanged 11
		SP:Iteration 20F (46200.610000 sec): 3 clusters
  Score: Raw -627128.189757 + Penalty 2897.559127 = -624230.630630
  nChanged 9
		SP:Iteration 21Q (46200.820000 sec): 3 clusters
  Score: Raw -627129.525471 + Penalty 2897.559127 = -624231.966344
  nChanged 9
		SP:Iteration 22Q (46201.030000 sec): 3 clusters
  Score: Raw -627130.961304 + Penalty 2897.559127 = -624233.402177
  nChanged 6
		SP:Iteration 23Q (46201.270000 sec): 3 clusters
  Score: Raw -627131.695555 + Penalty 2897.559127 = -624234.136427
  nChanged 2
		SP:Iteration 24Q (46201.380000 sec): 3 clusters
  Score: Raw -627131.941423 + Penalty 2897.559127 = -624234.382296
  nChanged 3
		SP:Iteration 25Q (46201.500000 sec): 3 clusters
  Score: Raw -627132.232706 + Penalty 2897.559127 = -624234.673578
  nChanged 3
		SP:Iteration 26Q (46201.720000 sec): 3 clusters
  Score: Raw -627132.793797 + Penalty 2897.559127 = -624235.234670
  nChanged 4
		SP:Iteration 27Q (46201.920000 sec): 3 clusters
  Score: Raw -627133.108890 + Penalty 2897.559127 = -624235.549763
  nChanged 0
		SP:Iteration 28F (46202.120000 sec): 3 clusters
  Score: Raw -627133.108890 + Penalty 2897.559127 = -624235.549763
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46202.240000 sec): 2 clusters
  Score: Raw -326254.031296 + Penalty 1342.161957 = -324911.869339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46202.420000 sec): 3 clusters
  Score: Raw -324330.127460 + Penalty 2684.323913 = -321645.803547
  nChanged 1517
		SP:Iteration 1F (46202.590000 sec): 3 clusters
  Score: Raw -325256.218034 + Penalty 2684.323913 = -322571.894120
  nChanged 342
		SP:Iteration 2F (46202.770000 sec): 3 clusters
  Score: Raw -325509.644258 + Penalty 2684.323913 = -322825.320344
  nChanged 239
		SP:Iteration 3F (46202.950000 sec): 3 clusters
  Score: Raw -325682.201899 + Penalty 2684.323913 = -322997.877986
  nChanged 226
		SP:Iteration 4F (46203.120000 sec): 3 clusters
  Score: Raw -325847.216944 + Penalty 2684.323913 = -323162.893030
  nChanged 214
		SP:Iteration 5F (46203.300000 sec): 3 clusters
  Score: Raw -326032.498621 + Penalty 2684.323913 = -323348.174707
  nChanged 217
		SP:Iteration 6F (46203.470000 sec): 3 clusters
  Score: Raw -326210.288716 + Penalty 2684.323913 = -323525.964802
  nChanged 192
		SP:Iteration 7Q (46203.650000 sec): 3 clusters
  Score: Raw -326362.074795 + Penalty 2684.323913 = -323677.750881
  nChanged 159
		SP:Iteration 8Q (46203.830000 sec): 3 clusters
  Score: Raw -326483.072042 + Penalty 2684.323913 = -323798.748129
  nChanged 119
		SP:Iteration 9Q (46204.000000 sec): 3 clusters
  Score: Raw -326562.683519 + Penalty 2684.323913 = -323878.359605
  nChanged 92
		SP:Iteration 10Q (46204.180000 sec): 3 clusters
  Score: Raw -326620.748728 + Penalty 2684.323913 = -323936.424814
  nChanged 70
		SP:Iteration 11Q (46204.350000 sec): 3 clusters
  Score: Raw -326664.205614 + Penalty 2684.323913 = -323979.881700
  nChanged 66
		SP:Iteration 12Q (46204.530000 sec): 3 clusters
  Score: Raw -326695.413907 + Penalty 2684.323913 = -324011.089993
  nChanged 46
		SP:Iteration 13Q (46204.710000 sec): 3 clusters
  Score: Raw -326718.156965 + Penalty 2684.323913 = -324033.833052
  nChanged 41
		SP:Iteration 14Q (46204.880000 sec): 3 clusters
  Score: Raw -326739.976266 + Penalty 2684.323913 = -324055.652353
  nChanged 34
		SP:Iteration 15Q (46205.060000 sec): 3 clusters
  Score: Raw -326754.865532 + Penalty 2684.323913 = -324070.541619
  nChanged 30
		SP:Iteration 16Q (46205.230000 sec): 3 clusters
  Score: Raw -326767.234827 + Penalty 2684.323913 = -324082.910913
  nChanged 15
		SP:Iteration 17Q (46205.410000 sec): 3 clusters
  Score: Raw -326773.597620 + Penalty 2684.323913 = -324089.273707
  nChanged 19
		SP:Iteration 18Q (46205.580000 sec): 3 clusters
  Score: Raw -326782.888019 + Penalty 2684.323913 = -324098.564106
  nChanged 18
		SP:Iteration 19Q (46205.760000 sec): 3 clusters
  Score: Raw -326790.137576 + Penalty 2684.323913 = -324105.813663
  nChanged 17
		SP:Iteration 20F (46205.930000 sec): 3 clusters
  Score: Raw -326796.121281 + Penalty 2684.323913 = -324111.797367
  nChanged 11
		SP:Iteration 21Q (46206.110000 sec): 3 clusters
  Score: Raw -326799.747027 + Penalty 2684.323913 = -324115.423114
  nChanged 6
		SP:Iteration 22Q (46206.290000 sec): 3 clusters
  Score: Raw -326802.449057 + Penalty 2684.323913 = -324118.125143
  nChanged 7
		SP:Iteration 23Q (46206.510000 sec): 3 clusters
  Score: Raw -326805.560416 + Penalty 2684.323913 = -324121.236503
  nChanged 8
		SP:Iteration 24Q (46206.680000 sec): 3 clusters
  Score: Raw -326808.640189 + Penalty 2684.323913 = -324124.316276
  nChanged 7
		SP:Iteration 25Q (46206.860000 sec): 3 clusters
  Score: Raw -326813.328846 + Penalty 2684.323913 = -324129.004932
  nChanged 9
		SP:Iteration 26Q (46207.030000 sec): 3 clusters
  Score: Raw -326819.755970 + Penalty 2684.323913 = -324135.432056
  nChanged 11
		SP:Iteration 27Q (46207.210000 sec): 3 clusters
  Score: Raw -326824.247852 + Penalty 2684.323913 = -324139.923938
  nChanged 10
		SP:Iteration 28Q (46207.380000 sec): 3 clusters
  Score: Raw -326827.483939 + Penalty 2684.323913 = -324143.160026
  nChanged 7
		SP:Iteration 29Q (46207.560000 sec): 3 clusters
  Score: Raw -326829.512674 + Penalty 2684.323913 = -324145.188761
  nChanged 3
		SP:Iteration 30Q (46207.730000 sec): 3 clusters
  Score: Raw -326830.474603 + Penalty 2684.323913 = -324146.150689
  nChanged 5
		SP:Iteration 31Q (46207.910000 sec): 3 clusters
  Score: Raw -326832.994741 + Penalty 2684.323913 = -324148.670828
  nChanged 3
		SP:Iteration 32Q (46208.090000 sec): 3 clusters
  Score: Raw -326834.059501 + Penalty 2684.323913 = -324149.735588
  nChanged 1
		SP:Iteration 33Q (46208.260000 sec): 3 clusters
  Score: Raw -326834.246855 + Penalty 2684.323913 = -324149.922942
  nChanged 0
		SP:Iteration 34F (46208.440000 sec): 3 clusters
  Score: Raw -326834.246855 + Penalty 2684.323913 = -324149.922942
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (2797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46208.550000 sec): 2 clusters
  Score: Raw -219386.842205 + Penalty 1289.649188 = -218097.193018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46208.720000 sec): 3 clusters
  Score: Raw -218052.381012 + Penalty 2579.298375 = -215473.082637
  nChanged 1098
		SP:Iteration 1F (46208.900000 sec): 3 clusters
  Score: Raw -218788.091684 + Penalty 2579.298375 = -216208.793309
  nChanged 254
		SP:Iteration 2F (46209.070000 sec): 3 clusters
  Score: Raw -219002.642578 + Penalty 2579.298375 = -216423.344203
  nChanged 183
		SP:Iteration 3F (46209.250000 sec): 3 clusters
  Score: Raw -219157.933208 + Penalty 2579.298375 = -216578.634833
  nChanged 158
		SP:Iteration 4F (46209.410000 sec): 3 clusters
  Score: Raw -219296.491928 + Penalty 2579.298375 = -216717.193553
  nChanged 135
		SP:Iteration 5Q (46209.550000 sec): 3 clusters
  Score: Raw -219395.906336 + Penalty 2579.298375 = -216816.607961
  nChanged 90
		SP:Iteration 6Q (46209.670000 sec): 3 clusters
  Score: Raw -219465.553341 + Penalty 2579.298375 = -216886.254966
  nChanged 81
		SP:Iteration 7Q (46209.850000 sec): 3 clusters
  Score: Raw -219517.469204 + Penalty 2579.298375 = -216938.170829
  nChanged 64
		SP:Iteration 8Q (46210.020000 sec): 3 clusters
  Score: Raw -219555.650552 + Penalty 2579.298375 = -216976.352177
  nChanged 44
		SP:Iteration 9Q (46210.190000 sec): 3 clusters
  Score: Raw -219581.850042 + Penalty 2579.298375 = -217002.551667
  nChanged 32
		SP:Iteration 10Q (46210.370000 sec): 3 clusters
  Score: Raw -219597.786161 + Penalty 2579.298375 = -217018.487786
  nChanged 29
		SP:Iteration 11Q (46210.550000 sec): 3 clusters
  Score: Raw -219613.625685 + Penalty 2579.298375 = -217034.327309
  nChanged 27
		SP:Iteration 12Q (46210.720000 sec): 3 clusters
  Score: Raw -219625.255749 + Penalty 2579.298375 = -217045.957374
  nChanged 19
		SP:Iteration 13Q (46210.900000 sec): 3 clusters
  Score: Raw -219635.744800 + Penalty 2579.298375 = -217056.446425
  nChanged 22
		SP:Iteration 14Q (46211.070000 sec): 3 clusters
  Score: Raw -219649.269048 + Penalty 2579.298375 = -217069.970673
  nChanged 22
		SP:Iteration 15Q (46211.250000 sec): 3 clusters
  Score: Raw -219660.648867 + Penalty 2579.298375 = -217081.350492
  nChanged 18
		SP:Iteration 16Q (46211.430000 sec): 3 clusters
  Score: Raw -219668.739818 + Penalty 2579.298375 = -217089.441443
  nChanged 11
		SP:Iteration 17Q (46211.600000 sec): 3 clusters
  Score: Raw -219674.375851 + Penalty 2579.298375 = -217095.077475
  nChanged 10
		SP:Iteration 18Q (46211.780000 sec): 3 clusters
  Score: Raw -219677.938183 + Penalty 2579.298375 = -217098.639808
  nChanged 11
		SP:Iteration 19Q (46211.950000 sec): 3 clusters
  Score: Raw -219681.253424 + Penalty 2579.298375 = -217101.955048
  nChanged 9
		SP:Iteration 20F (46212.130000 sec): 3 clusters
  Score: Raw -219686.061887 + Penalty 2579.298375 = -217106.763512
  nChanged 12
		SP:Iteration 21Q (46212.310000 sec): 3 clusters
  Score: Raw -219693.852500 + Penalty 2579.298375 = -217114.554124
  nChanged 16
		SP:Iteration 22Q (46212.480000 sec): 3 clusters
  Score: Raw -219700.347371 + Penalty 2579.298375 = -217121.048995
  nChanged 10
		SP:Iteration 23Q (46212.660000 sec): 3 clusters
  Score: Raw -219703.597569 + Penalty 2579.298375 = -217124.299194
  nChanged 8
		SP:Iteration 24Q (46212.830000 sec): 3 clusters
  Score: Raw -219706.716241 + Penalty 2579.298375 = -217127.417866
  nChanged 5
		SP:Iteration 25Q (46213.010000 sec): 3 clusters
  Score: Raw -219710.502614 + Penalty 2579.298375 = -217131.204239
  nChanged 7
		SP:Iteration 26Q (46213.190000 sec): 3 clusters
  Score: Raw -219713.196584 + Penalty 2579.298375 = -217133.898209
  nChanged 5
		SP:Iteration 27Q (46213.360000 sec): 3 clusters
  Score: Raw -219715.485400 + Penalty 2579.298375 = -217136.187025
  nChanged 5
		SP:Iteration 28Q (46213.540000 sec): 3 clusters
  Score: Raw -219718.884334 + Penalty 2579.298375 = -217139.585959
  nChanged 3
		SP:Iteration 29Q (46213.710000 sec): 3 clusters
  Score: Raw -219720.176104 + Penalty 2579.298375 = -217140.877729
  nChanged 2
		SP:Iteration 30Q (46213.890000 sec): 3 clusters
  Score: Raw -219720.692420 + Penalty 2579.298375 = -217141.394045
  nChanged 1
		SP:Iteration 31Q (46214.070000 sec): 3 clusters
  Score: Raw -219720.953360 + Penalty 2579.298375 = -217141.654985
  nChanged 0
		SP:Iteration 32F (46214.240000 sec): 3 clusters
  Score: Raw -219720.953360 + Penalty 2579.298375 = -217141.654985
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46214.360000 sec): 2 clusters
  Score: Raw -375677.481892 + Penalty 1355.285315 = -374322.196577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46214.550000 sec): 3 clusters
  Score: Raw -373594.114508 + Penalty 2710.570629 = -370883.543879
  nChanged 1654
		SP:Iteration 1F (46214.730000 sec): 3 clusters
  Score: Raw -374605.501469 + Penalty 2710.570629 = -371894.930840
  nChanged 348
		SP:Iteration 2F (46214.910000 sec): 3 clusters
  Score: Raw -374856.263602 + Penalty 2710.570629 = -372145.692972
  nChanged 277
		SP:Iteration 3F (46215.080000 sec): 3 clusters
  Score: Raw -375050.541845 + Penalty 2710.570629 = -372339.971215
  nChanged 230
		SP:Iteration 4F (46215.260000 sec): 3 clusters
  Score: Raw -375182.976289 + Penalty 2710.570629 = -372472.405660
  nChanged 171
		SP:Iteration 5Q (46215.430000 sec): 3 clusters
  Score: Raw -375305.505514 + Penalty 2710.570629 = -372594.934884
  nChanged 197
		SP:Iteration 6Q (46215.610000 sec): 3 clusters
  Score: Raw -375450.185172 + Penalty 2710.570629 = -372739.614543
  nChanged 158
		SP:Iteration 7Q (46215.790000 sec): 3 clusters
  Score: Raw -375563.082721 + Penalty 2710.570629 = -372852.512091
  nChanged 152
		SP:Iteration 8Q (46215.960000 sec): 3 clusters
  Score: Raw -375658.578986 + Penalty 2710.570629 = -372948.008356
  nChanged 122
		SP:Iteration 9Q (46216.130000 sec): 3 clusters
  Score: Raw -375741.327714 + Penalty 2710.570629 = -373030.757084
  nChanged 121
		SP:Iteration 10Q (46216.310000 sec): 3 clusters
  Score: Raw -375808.468424 + Penalty 2710.570629 = -373097.897794
  nChanged 106
		SP:Iteration 11Q (46216.490000 sec): 3 clusters
  Score: Raw -375859.147523 + Penalty 2710.570629 = -373148.576894
  nChanged 78
		SP:Iteration 12Q (46216.660000 sec): 3 clusters
  Score: Raw -375895.326747 + Penalty 2710.570629 = -373184.756118
  nChanged 67
		SP:Iteration 13Q (46216.840000 sec): 3 clusters
  Score: Raw -375921.686187 + Penalty 2710.570629 = -373211.115558
  nChanged 45
		SP:Iteration 14Q (46217.010000 sec): 3 clusters
  Score: Raw -375945.816366 + Penalty 2710.570629 = -373235.245737
  nChanged 48
		SP:Iteration 15Q (46217.190000 sec): 3 clusters
  Score: Raw -375971.224157 + Penalty 2710.570629 = -373260.653528
  nChanged 53
		SP:Iteration 16Q (46217.370000 sec): 3 clusters
  Score: Raw -375996.251225 + Penalty 2710.570629 = -373285.680595
  nChanged 45
		SP:Iteration 17Q (46217.540000 sec): 3 clusters
  Score: Raw -376016.486558 + Penalty 2710.570629 = -373305.915929
  nChanged 38
		SP:Iteration 18Q (46217.720000 sec): 3 clusters
  Score: Raw -376029.176004 + Penalty 2710.570629 = -373318.605374
  nChanged 45
		SP:Iteration 19Q (46217.890000 sec): 3 clusters
  Score: Raw -376045.147331 + Penalty 2710.570629 = -373334.576702
  nChanged 35
		SP:Iteration 20F (46218.070000 sec): 3 clusters
  Score: Raw -376055.618828 + Penalty 2710.570629 = -373345.048199
  nChanged 37
		SP:Iteration 21Q (46218.250000 sec): 3 clusters
  Score: Raw -376066.963236 + Penalty 2710.570629 = -373356.392607
  nChanged 31
		SP:Iteration 22Q (46218.420000 sec): 3 clusters
  Score: Raw -376079.357678 + Penalty 2710.570629 = -373368.787048
  nChanged 29
		SP:Iteration 23Q (46218.600000 sec): 3 clusters
  Score: Raw -376089.312964 + Penalty 2710.570629 = -373378.742335
  nChanged 28
		SP:Iteration 24Q (46218.770000 sec): 3 clusters
  Score: Raw -376098.540152 + Penalty 2710.570629 = -373387.969522
  nChanged 21
		SP:Iteration 25Q (46218.950000 sec): 3 clusters
  Score: Raw -376105.408338 + Penalty 2710.570629 = -373394.837709
  nChanged 21
		SP:Iteration 26Q (46219.120000 sec): 3 clusters
  Score: Raw -376115.960218 + Penalty 2710.570629 = -373405.389589
  nChanged 21
		SP:Iteration 27Q (46219.300000 sec): 3 clusters
  Score: Raw -376122.683368 + Penalty 2710.570629 = -373412.112738
  nChanged 15
		SP:Iteration 28Q (46219.480000 sec): 3 clusters
  Score: Raw -376127.157440 + Penalty 2710.570629 = -373416.586811
  nChanged 9
		SP:Iteration 29Q (46219.650000 sec): 3 clusters
  Score: Raw -376130.258195 + Penalty 2710.570629 = -373419.687566
  nChanged 10
		SP:Iteration 30Q (46219.830000 sec): 3 clusters
  Score: Raw -376132.611697 + Penalty 2710.570629 = -373422.041068
  nChanged 9
		SP:Iteration 31Q (46220.000000 sec): 3 clusters
  Score: Raw -376135.296886 + Penalty 2710.570629 = -373424.726257
  nChanged 10
		SP:Iteration 32Q (46220.140000 sec): 3 clusters
  Score: Raw -376139.317798 + Penalty 2710.570629 = -373428.747169
  nChanged 5
		SP:Iteration 33Q (46220.220000 sec): 3 clusters
  Score: Raw -376140.695542 + Penalty 2710.570629 = -373430.124912
  nChanged 4
		SP:Iteration 34Q (46220.310000 sec): 3 clusters
  Score: Raw -376142.364323 + Penalty 2710.570629 = -373431.793694
  nChanged 7
		SP:Iteration 35Q (46220.390000 sec): 3 clusters
  Score: Raw -376144.870544 + Penalty 2710.570629 = -373434.299915
  nChanged 7
		SP:Iteration 36Q (46220.470000 sec): 3 clusters
  Score: Raw -376148.562257 + Penalty 2710.570629 = -373437.991628
  nChanged 14
		SP:Iteration 37Q (46220.550000 sec): 3 clusters
  Score: Raw -376153.235522 + Penalty 2710.570629 = -373442.664892
  nChanged 10
		SP:Iteration 38Q (46220.640000 sec): 3 clusters
  Score: Raw -376155.451981 + Penalty 2710.570629 = -373444.881351
  nChanged 7
		SP:Iteration 39Q (46220.720000 sec): 3 clusters
  Score: Raw -376156.994565 + Penalty 2710.570629 = -373446.423936
  nChanged 6
		SP:Iteration 40F (46220.800000 sec): 3 clusters
  Score: Raw -376158.873887 + Penalty 2710.570629 = -373448.303257
  nChanged 5
		SP:Iteration 41Q (46220.890000 sec): 3 clusters
  Score: Raw -376160.076240 + Penalty 2710.570629 = -373449.505611
  nChanged 3
		SP:Iteration 42Q (46220.970000 sec): 3 clusters
  Score: Raw -376160.734105 + Penalty 2710.570629 = -373450.163476
  nChanged 4
		SP:Iteration 43Q (46221.050000 sec): 3 clusters
  Score: Raw -376161.585870 + Penalty 2710.570629 = -373451.015241
  nChanged 3
		SP:Iteration 44Q (46221.130000 sec): 3 clusters
  Score: Raw -376162.188105 + Penalty 2710.570629 = -373451.617476
  nChanged 3
		SP:Iteration 45Q (46221.220000 sec): 3 clusters
  Score: Raw -376162.890329 + Penalty 2710.570629 = -373452.319700
  nChanged 4
		SP:Iteration 46Q (46221.300000 sec): 3 clusters
  Score: Raw -376163.409808 + Penalty 2710.570629 = -373452.839179
  nChanged 4
		SP:Iteration 47Q (46221.380000 sec): 3 clusters
  Score: Raw -376164.347621 + Penalty 2710.570629 = -373453.776991
  nChanged 5
		SP:Iteration 48Q (46221.470000 sec): 3 clusters
  Score: Raw -376165.060714 + Penalty 2710.570629 = -373454.490084
  nChanged 2
		SP:Iteration 49Q (46221.550000 sec): 3 clusters
  Score: Raw -376165.506416 + Penalty 2710.570629 = -373454.935787
  nChanged 1
		SP:Iteration 50Q (46221.680000 sec): 3 clusters
  Score: Raw -376166.183978 + Penalty 2710.570629 = -373455.613349
  nChanged 4
		SP:Iteration 51Q (46221.760000 sec): 3 clusters
  Score: Raw -376167.235490 + Penalty 2710.570629 = -373456.664860
  nChanged 3
		SP:Iteration 52Q (46221.840000 sec): 3 clusters
  Score: Raw -376167.687932 + Penalty 2710.570629 = -373457.117303
  nChanged 1
		SP:Iteration 53Q (46221.930000 sec): 3 clusters
  Score: Raw -376167.753058 + Penalty 2710.570629 = -373457.182429
  nChanged 1
		SP:Iteration 54Q (46222.010000 sec): 3 clusters
  Score: Raw -376167.920218 + Penalty 2710.570629 = -373457.349588
  nChanged 1
		SP:Iteration 55Q (46222.090000 sec): 3 clusters
  Score: Raw -376168.301929 + Penalty 2710.570629 = -373457.731299
  nChanged 3
		SP:Iteration 56Q (46222.170000 sec): 3 clusters
  Score: Raw -376168.904326 + Penalty 2710.570629 = -373458.333697
  nChanged 1
		SP:Iteration 57Q (46222.260000 sec): 3 clusters
  Score: Raw -376169.147492 + Penalty 2710.570629 = -373458.576863
  nChanged 0
		SP:Iteration 58F (46222.340000 sec): 3 clusters
  Score: Raw -376169.147492 + Penalty 2710.570629 = -373458.576863
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (3341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46222.430000 sec): 2 clusters
  Score: Raw -314475.207993 + Penalty 1318.529134 = -313156.678859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46222.630000 sec): 3 clusters
  Score: Raw -312883.556972 + Penalty 2637.058269 = -310246.498704
  nChanged 1271
		SP:Iteration 1F (46222.690000 sec): 3 clusters
  Score: Raw -313664.665476 + Penalty 2637.058269 = -311027.607208
  nChanged 275
		SP:Iteration 2F (46222.760000 sec): 3 clusters
  Score: Raw -313861.283094 + Penalty 2637.058269 = -311224.224826
  nChanged 197
		SP:Iteration 3F (46222.830000 sec): 3 clusters
  Score: Raw -313992.158418 + Penalty 2637.058269 = -311355.100149
  nChanged 153
		SP:Iteration 4Q (46222.890000 sec): 3 clusters
  Score: Raw -314086.361214 + Penalty 2637.058269 = -311449.302945
  nChanged 128
		SP:Iteration 5Q (46222.960000 sec): 3 clusters
  Score: Raw -314175.590523 + Penalty 2637.058269 = -311538.532254
  nChanged 116
		SP:Iteration 6Q (46223.030000 sec): 3 clusters
  Score: Raw -314240.675935 + Penalty 2637.058269 = -311603.617666
  nChanged 89
		SP:Iteration 7Q (46223.090000 sec): 3 clusters
  Score: Raw -314285.624129 + Penalty 2637.058269 = -311648.565860
  nChanged 60
		SP:Iteration 8Q (46223.160000 sec): 3 clusters
  Score: Raw -314316.222003 + Penalty 2637.058269 = -311679.163735
  nChanged 49
		SP:Iteration 9Q (46223.230000 sec): 3 clusters
  Score: Raw -314336.805874 + Penalty 2637.058269 = -311699.747606
  nChanged 50
		SP:Iteration 10Q (46223.410000 sec): 3 clusters
  Score: Raw -314359.643144 + Penalty 2637.058269 = -311722.584876
  nChanged 51
		SP:Iteration 11Q (46223.590000 sec): 3 clusters
  Score: Raw -314383.903796 + Penalty 2637.058269 = -311746.845527
  nChanged 42
		SP:Iteration 12Q (46223.760000 sec): 3 clusters
  Score: Raw -314403.516330 + Penalty 2637.058269 = -311766.458061
  nChanged 51
		SP:Iteration 13Q (46223.940000 sec): 3 clusters
  Score: Raw -314424.440697 + Penalty 2637.058269 = -311787.382428
  nChanged 43
		SP:Iteration 14Q (46224.110000 sec): 3 clusters
  Score: Raw -314442.317217 + Penalty 2637.058269 = -311805.258948
  nChanged 32
		SP:Iteration 15Q (46224.290000 sec): 3 clusters
  Score: Raw -314454.388239 + Penalty 2637.058269 = -311817.329970
  nChanged 23
		SP:Iteration 16Q (46224.470000 sec): 3 clusters
  Score: Raw -314462.464153 + Penalty 2637.058269 = -311825.405884
  nChanged 20
		SP:Iteration 17Q (46224.640000 sec): 3 clusters
  Score: Raw -314468.928423 + Penalty 2637.058269 = -311831.870154
  nChanged 16
		SP:Iteration 18Q (46224.820000 sec): 3 clusters
  Score: Raw -314473.622623 + Penalty 2637.058269 = -311836.564355
  nChanged 16
		SP:Iteration 19Q (46224.990000 sec): 3 clusters
  Score: Raw -314481.058184 + Penalty 2637.058269 = -311843.999915
  nChanged 19
		SP:Iteration 20F (46225.170000 sec): 3 clusters
  Score: Raw -314488.567066 + Penalty 2637.058269 = -311851.508797
  nChanged 17
		SP:Iteration 21Q (46225.350000 sec): 3 clusters
  Score: Raw -314495.424722 + Penalty 2637.058269 = -311858.366453
  nChanged 28
		SP:Iteration 22Q (46225.520000 sec): 3 clusters
  Score: Raw -314505.919792 + Penalty 2637.058269 = -311868.861523
  nChanged 25
		SP:Iteration 23Q (46225.700000 sec): 3 clusters
  Score: Raw -314514.245722 + Penalty 2637.058269 = -311877.187453
  nChanged 9
		SP:Iteration 24Q (46225.870000 sec): 3 clusters
  Score: Raw -314516.496184 + Penalty 2637.058269 = -311879.437915
  nChanged 6
		SP:Iteration 25Q (46226.050000 sec): 3 clusters
  Score: Raw -314517.736042 + Penalty 2637.058269 = -311880.677773
  nChanged 6
		SP:Iteration 26Q (46226.230000 sec): 3 clusters
  Score: Raw -314518.778257 + Penalty 2637.058269 = -311881.719988
  nChanged 6
		SP:Iteration 27Q (46226.400000 sec): 3 clusters
  Score: Raw -314520.425093 + Penalty 2637.058269 = -311883.366824
  nChanged 3
		SP:Iteration 28Q (46226.580000 sec): 3 clusters
  Score: Raw -314521.093573 + Penalty 2637.058269 = -311884.035304
  nChanged 1
		SP:Iteration 29Q (46226.750000 sec): 3 clusters
  Score: Raw -314521.566240 + Penalty 2637.058269 = -311884.507971
  nChanged 0
		SP:Iteration 30F (46226.930000 sec): 3 clusters
  Score: Raw -314521.566240 + Penalty 2637.058269 = -311884.507971
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (13186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46227.070000 sec): 2 clusters
  Score: Raw -1264568.537880 + Penalty 1541.623028 = -1263026.914852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46227.380000 sec): 3 clusters
  Score: Raw -1256891.317462 + Penalty 3083.246055 = -1253808.071406
  nChanged 5830
		SP:Iteration 1F (46227.650000 sec): 3 clusters
  Score: Raw -1259994.870647 + Penalty 3083.246055 = -1256911.624592
  nChanged 817
		SP:Iteration 2F (46227.930000 sec): 3 clusters
  Score: Raw -1260373.193790 + Penalty 3083.246055 = -1257289.947735
  nChanged 738
		SP:Iteration 3F (46228.250000 sec): 3 clusters
  Score: Raw -1260728.079720 + Penalty 3083.246055 = -1257644.833664
  nChanged 692
		SP:Iteration 4F (46228.490000 sec): 3 clusters
  Score: Raw -1261034.878780 + Penalty 3083.246055 = -1257951.632725
  nChanged 581
		SP:Iteration 5Q (46228.740000 sec): 3 clusters
  Score: Raw -1261291.763770 + Penalty 3083.246055 = -1258208.517715
  nChanged 578
		SP:Iteration 6Q (46229.020000 sec): 3 clusters
  Score: Raw -1261525.533677 + Penalty 3083.246055 = -1258442.287622
  nChanged 506
		SP:Iteration 7Q (46229.210000 sec): 3 clusters
  Score: Raw -1261729.019038 + Penalty 3083.246055 = -1258645.772983
  nChanged 477
		SP:Iteration 8Q (46229.390000 sec): 3 clusters
  Score: Raw -1261932.338963 + Penalty 3083.246055 = -1258849.092908
  nChanged 427
		SP:Iteration 9Q (46229.650000 sec): 3 clusters
  Score: Raw -1262117.263182 + Penalty 3083.246055 = -1259034.017127
  nChanged 419
		SP:Iteration 10Q (46229.920000 sec): 3 clusters
  Score: Raw -1262308.693932 + Penalty 3083.246055 = -1259225.447876
  nChanged 436
		SP:Iteration 11Q (46230.130000 sec): 3 clusters
  Score: Raw -1262507.191202 + Penalty 3083.246055 = -1259423.945146
  nChanged 442
		SP:Iteration 12Q (46230.390000 sec): 3 clusters
  Score: Raw -1262684.336910 + Penalty 3083.246055 = -1259601.090854
  nChanged 387
		SP:Iteration 13Q (46230.670000 sec): 3 clusters
  Score: Raw -1262873.424341 + Penalty 3083.246055 = -1259790.178286
  nChanged 433
		SP:Iteration 14Q (46230.970000 sec): 3 clusters
  Score: Raw -1263087.252765 + Penalty 3083.246055 = -1260004.006709
  nChanged 446
		SP:Iteration 15Q (46231.200000 sec): 3 clusters
  Score: Raw -1263340.777276 + Penalty 3083.246055 = -1260257.531220
  nChanged 427
		SP:Iteration 16Q (46231.380000 sec): 3 clusters
  Score: Raw -1263600.928880 + Penalty 3083.246055 = -1260517.682825
  nChanged 414
		SP:Iteration 17Q (46231.630000 sec): 3 clusters
  Score: Raw -1263877.279957 + Penalty 3083.246055 = -1260794.033902
  nChanged 393
		SP:Iteration 18Q (46231.920000 sec): 3 clusters
  Score: Raw -1264137.157617 + Penalty 3083.246055 = -1261053.911562
  nChanged 354
		SP:Iteration 19Q (46232.160000 sec): 3 clusters
  Score: Raw -1264351.561760 + Penalty 3083.246055 = -1261268.315705
  nChanged 294
		SP:Iteration 20F (46232.440000 sec): 3 clusters
  Score: Raw -1264518.324389 + Penalty 3083.246055 = -1261435.078334
  nChanged 273
		SP:Iteration 21Q (46232.680000 sec): 3 clusters
  Score: Raw -1264661.868030 + Penalty 3083.246055 = -1261578.621975
  nChanged 223
		SP:Iteration 22Q (46232.960000 sec): 3 clusters
  Score: Raw -1264803.974292 + Penalty 3083.246055 = -1261720.728237
  nChanged 194
		SP:Iteration 23Q (46233.200000 sec): 3 clusters
  Score: Raw -1264914.424841 + Penalty 3083.246055 = -1261831.178786
  nChanged 208
		SP:Iteration 24Q (46233.420000 sec): 3 clusters
  Score: Raw -1265019.735189 + Penalty 3083.246055 = -1261936.489134
  nChanged 158
		SP:Iteration 25Q (46233.640000 sec): 3 clusters
  Score: Raw -1265082.595806 + Penalty 3083.246055 = -1261999.349750
  nChanged 137
		SP:Iteration 26Q (46233.930000 sec): 3 clusters
  Score: Raw -1265131.732967 + Penalty 3083.246055 = -1262048.486912
  nChanged 117
		SP:Iteration 27Q (46234.110000 sec): 3 clusters
  Score: Raw -1265164.064667 + Penalty 3083.246055 = -1262080.818612
  nChanged 92
		SP:Iteration 28Q (46234.280000 sec): 3 clusters
  Score: Raw -1265182.469087 + Penalty 3083.246055 = -1262099.223032
  nChanged 68
		SP:Iteration 29Q (46234.540000 sec): 3 clusters
  Score: Raw -1265195.921911 + Penalty 3083.246055 = -1262112.675856
  nChanged 47
		SP:Iteration 30Q (46234.790000 sec): 3 clusters
  Score: Raw -1265204.662682 + Penalty 3083.246055 = -1262121.416627
  nChanged 48
		SP:Iteration 31Q (46235.080000 sec): 3 clusters
  Score: Raw -1265213.344622 + Penalty 3083.246055 = -1262130.098567
  nChanged 34
		SP:Iteration 32Q (46235.360000 sec): 3 clusters
  Score: Raw -1265219.096625 + Penalty 3083.246055 = -1262135.850570
  nChanged 35
		SP:Iteration 33Q (46235.570000 sec): 3 clusters
  Score: Raw -1265224.514568 + Penalty 3083.246055 = -1262141.268512
  nChanged 31
		SP:Iteration 34Q (46235.770000 sec): 3 clusters
  Score: Raw -1265228.994307 + Penalty 3083.246055 = -1262145.748252
  nChanged 26
		SP:Iteration 35Q (46235.950000 sec): 3 clusters
  Score: Raw -1265232.468636 + Penalty 3083.246055 = -1262149.222580
  nChanged 21
		SP:Iteration 36Q (46236.230000 sec): 3 clusters
  Score: Raw -1265234.692074 + Penalty 3083.246055 = -1262151.446019
  nChanged 16
		SP:Iteration 37Q (46236.520000 sec): 3 clusters
  Score: Raw -1265236.264056 + Penalty 3083.246055 = -1262153.018001
  nChanged 11
		SP:Iteration 38Q (46236.760000 sec): 3 clusters
  Score: Raw -1265237.057357 + Penalty 3083.246055 = -1262153.811301
  nChanged 5
		SP:Iteration 39Q (46236.970000 sec): 3 clusters
  Score: Raw -1265237.849582 + Penalty 3083.246055 = -1262154.603527
  nChanged 4
		SP:Iteration 40F (46237.200000 sec): 3 clusters
  Score: Raw -1265238.565830 + Penalty 3083.246055 = -1262155.319775
  nChanged 4
		SP:Iteration 41Q (46237.490000 sec): 3 clusters
  Score: Raw -1265238.905656 + Penalty 3083.246055 = -1262155.659601
  nChanged 4
		SP:Iteration 42Q (46237.700000 sec): 3 clusters
  Score: Raw -1265239.333784 + Penalty 3083.246055 = -1262156.087728
  nChanged 3
		SP:Iteration 43Q (46237.940000 sec): 3 clusters
  Score: Raw -1265239.559017 + Penalty 3083.246055 = -1262156.312961
  nChanged 1
		SP:Iteration 44Q (46238.180000 sec): 3 clusters
  Score: Raw -1265239.578085 + Penalty 3083.246055 = -1262156.332030
  nChanged 1
		SP:Iteration 45Q (46238.470000 sec): 3 clusters
  Score: Raw -1265239.641971 + Penalty 3083.246055 = -1262156.395916
  nChanged 0
		SP:Iteration 46F (46238.720000 sec): 3 clusters
  Score: Raw -1265239.641971 + Penalty 3083.246055 = -1262156.395916
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (5046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46238.840000 sec): 2 clusters
  Score: Raw -392832.372786 + Penalty 1385.532058 = -391446.840728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46239.010000 sec): 3 clusters
  Score: Raw -390230.965898 + Penalty 2771.064117 = -387459.901781
  nChanged 2097
		SP:Iteration 1F (46239.190000 sec): 3 clusters
  Score: Raw -391511.633275 + Penalty 2771.064117 = -388740.569158
  nChanged 383
		SP:Iteration 2F (46239.360000 sec): 3 clusters
  Score: Raw -391814.378302 + Penalty 2771.064117 = -389043.314185
  nChanged 340
		SP:Iteration 3F (46239.540000 sec): 3 clusters
  Score: Raw -392054.768230 + Penalty 2771.064117 = -389283.704113
  nChanged 299
		SP:Iteration 4F (46239.710000 sec): 3 clusters
  Score: Raw -392244.930345 + Penalty 2771.064117 = -389473.866228
  nChanged 239
		SP:Iteration 5Q (46239.890000 sec): 3 clusters
  Score: Raw -392377.598045 + Penalty 2771.064117 = -389606.533928
  nChanged 190
		SP:Iteration 6Q (46240.060000 sec): 3 clusters
  Score: Raw -392486.041957 + Penalty 2771.064117 = -389714.977840
  nChanged 177
		SP:Iteration 7Q (46240.240000 sec): 3 clusters
  Score: Raw -392579.299552 + Penalty 2771.064117 = -389808.235435
  nChanged 139
		SP:Iteration 8Q (46240.410000 sec): 3 clusters
  Score: Raw -392641.521362 + Penalty 2771.064117 = -389870.457245
  nChanged 111
		SP:Iteration 9Q (46240.590000 sec): 3 clusters
  Score: Raw -392683.780966 + Penalty 2771.064117 = -389912.716849
  nChanged 87
		SP:Iteration 10Q (46240.760000 sec): 3 clusters
  Score: Raw -392715.696717 + Penalty 2771.064117 = -389944.632600
  nChanged 80
		SP:Iteration 11Q (46240.940000 sec): 3 clusters
  Score: Raw -392750.157798 + Penalty 2771.064117 = -389979.093681
  nChanged 71
		SP:Iteration 12Q (46241.110000 sec): 3 clusters
  Score: Raw -392779.112344 + Penalty 2771.064117 = -390008.048227
  nChanged 55
		SP:Iteration 13Q (46241.280000 sec): 3 clusters
  Score: Raw -392796.991364 + Penalty 2771.064117 = -390025.927247
  nChanged 37
		SP:Iteration 14Q (46241.460000 sec): 3 clusters
  Score: Raw -392808.438602 + Penalty 2771.064117 = -390037.374485
  nChanged 31
		SP:Iteration 15Q (46241.640000 sec): 3 clusters
  Score: Raw -392817.969664 + Penalty 2771.064117 = -390046.905547
  nChanged 21
		SP:Iteration 16Q (46241.810000 sec): 3 clusters
  Score: Raw -392824.409574 + Penalty 2771.064117 = -390053.345457
  nChanged 20
		SP:Iteration 17Q (46241.980000 sec): 3 clusters
  Score: Raw -392830.233285 + Penalty 2771.064117 = -390059.169168
  nChanged 17
		SP:Iteration 18Q (46242.160000 sec): 3 clusters
  Score: Raw -392834.646893 + Penalty 2771.064117 = -390063.582776
  nChanged 14
		SP:Iteration 19Q (46242.330000 sec): 3 clusters
  Score: Raw -392837.312922 + Penalty 2771.064117 = -390066.248805
  nChanged 17
		SP:Iteration 20F (46242.510000 sec): 3 clusters
  Score: Raw -392841.224006 + Penalty 2771.064117 = -390070.159889
  nChanged 18
		SP:Iteration 21Q (46242.680000 sec): 3 clusters
  Score: Raw -392845.695264 + Penalty 2771.064117 = -390074.631147
  nChanged 19
		SP:Iteration 22Q (46242.860000 sec): 3 clusters
  Score: Raw -392849.231066 + Penalty 2771.064117 = -390078.166949
  nChanged 17
		SP:Iteration 23Q (46243.030000 sec): 3 clusters
  Score: Raw -392853.042452 + Penalty 2771.064117 = -390081.978335
  nChanged 16
		SP:Iteration 24Q (46243.210000 sec): 3 clusters
  Score: Raw -392857.500713 + Penalty 2771.064117 = -390086.436596
  nChanged 19
		SP:Iteration 25Q (46243.380000 sec): 3 clusters
  Score: Raw -392862.114354 + Penalty 2771.064117 = -390091.050237
  nChanged 12
		SP:Iteration 26Q (46243.560000 sec): 3 clusters
  Score: Raw -392865.738146 + Penalty 2771.064117 = -390094.674029
  nChanged 14
		SP:Iteration 27Q (46243.730000 sec): 3 clusters
  Score: Raw -392870.457311 + Penalty 2771.064117 = -390099.393194
  nChanged 15
		SP:Iteration 28Q (46243.910000 sec): 3 clusters
  Score: Raw -392873.957185 + Penalty 2771.064117 = -390102.893068
  nChanged 9
		SP:Iteration 29Q (46244.080000 sec): 3 clusters
  Score: Raw -392876.224365 + Penalty 2771.064117 = -390105.160248
  nChanged 10
		SP:Iteration 30Q (46244.260000 sec): 3 clusters
  Score: Raw -392878.426446 + Penalty 2771.064117 = -390107.362329
  nChanged 12
		SP:Iteration 31Q (46244.430000 sec): 3 clusters
  Score: Raw -392882.080960 + Penalty 2771.064117 = -390111.016843
  nChanged 10
		SP:Iteration 32Q (46244.610000 sec): 3 clusters
  Score: Raw -392884.457676 + Penalty 2771.064117 = -390113.393559
  nChanged 14
		SP:Iteration 33Q (46244.780000 sec): 3 clusters
  Score: Raw -392887.304912 + Penalty 2771.064117 = -390116.240795
  nChanged 10
		SP:Iteration 34Q (46244.960000 sec): 3 clusters
  Score: Raw -392889.458962 + Penalty 2771.064117 = -390118.394845
  nChanged 6
		SP:Iteration 35Q (46245.130000 sec): 3 clusters
  Score: Raw -392890.588634 + Penalty 2771.064117 = -390119.524517
  nChanged 6
		SP:Iteration 36Q (46245.310000 sec): 3 clusters
  Score: Raw -392891.390050 + Penalty 2771.064117 = -390120.325933
  nChanged 5
		SP:Iteration 37Q (46245.480000 sec): 3 clusters
  Score: Raw -392891.984890 + Penalty 2771.064117 = -390120.920773
  nChanged 3
		SP:Iteration 38Q (46245.660000 sec): 3 clusters
  Score: Raw -392892.481886 + Penalty 2771.064117 = -390121.417769
  nChanged 2
		SP:Iteration 39Q (46245.880000 sec): 3 clusters
  Score: Raw -392892.761095 + Penalty 2771.064117 = -390121.696978
  nChanged 1
		SP:Iteration 40F (46246.050000 sec): 3 clusters
  Score: Raw -392892.887847 + Penalty 2771.064117 = -390121.823730
  nChanged 1
		SP:Iteration 41Q (46246.220000 sec): 3 clusters
  Score: Raw -392893.009101 + Penalty 2771.064117 = -390121.944984
  nChanged 1
		SP:Iteration 42Q (46246.400000 sec): 3 clusters
  Score: Raw -392893.131948 + Penalty 2771.064117 = -390122.067831
  nChanged 0
		SP:Iteration 43F (46246.570000 sec): 3 clusters
  Score: Raw -392893.131948 + Penalty 2771.064117 = -390122.067831
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46246.670000 sec): 2 clusters
  Score: Raw -117804.421580 + Penalty 1197.150022 = -116607.271558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46246.840000 sec): 3 clusters
  Score: Raw -117288.291295 + Penalty 2394.300044 = -114893.991250
  nChanged 526
		SP:Iteration 1F (46247.020000 sec): 3 clusters
  Score: Raw -117872.282361 + Penalty 2394.300044 = -115477.982316
  nChanged 160
		SP:Iteration 2F (46247.120000 sec): 3 clusters
  Score: Raw -118103.211874 + Penalty 2394.300044 = -115708.911830
  nChanged 105
		SP:Iteration 3F (46247.150000 sec): 3 clusters
  Score: Raw -118263.134325 + Penalty 2394.300044 = -115868.834281
  nChanged 69
		SP:Iteration 4Q (46247.190000 sec): 3 clusters
  Score: Raw -118346.548800 + Penalty 2394.300044 = -115952.248755
  nChanged 58
		SP:Iteration 5Q (46247.220000 sec): 3 clusters
  Score: Raw -118416.106758 + Penalty 2394.300044 = -116021.806713
  nChanged 46
		SP:Iteration 6Q (46247.260000 sec): 3 clusters
  Score: Raw -118473.221508 + Penalty 2394.300044 = -116078.921463
  nChanged 44
		SP:Iteration 7Q (46247.290000 sec): 3 clusters
  Score: Raw -118503.412914 + Penalty 2394.300044 = -116109.112869
  nChanged 24
		SP:Iteration 8Q (46247.320000 sec): 3 clusters
  Score: Raw -118521.888161 + Penalty 2394.300044 = -116127.588116
  nChanged 16
		SP:Iteration 9Q (46247.360000 sec): 3 clusters
  Score: Raw -118535.401650 + Penalty 2394.300044 = -116141.101605
  nChanged 18
		SP:Iteration 10Q (46247.390000 sec): 3 clusters
  Score: Raw -118548.078117 + Penalty 2394.300044 = -116153.778073
  nChanged 17
		SP:Iteration 11Q (46247.420000 sec): 3 clusters
  Score: Raw -118560.105935 + Penalty 2394.300044 = -116165.805890
  nChanged 11
		SP:Iteration 12Q (46247.460000 sec): 3 clusters
  Score: Raw -118566.436030 + Penalty 2394.300044 = -116172.135985
  nChanged 9
		SP:Iteration 13Q (46247.490000 sec): 3 clusters
  Score: Raw -118572.099649 + Penalty 2394.300044 = -116177.799605
  nChanged 6
		SP:Iteration 14Q (46247.530000 sec): 3 clusters
  Score: Raw -118574.250524 + Penalty 2394.300044 = -116179.950480
  nChanged 3
		SP:Iteration 15Q (46247.560000 sec): 3 clusters
  Score: Raw -118575.514446 + Penalty 2394.300044 = -116181.214402
  nChanged 3
		SP:Iteration 16Q (46247.600000 sec): 3 clusters
  Score: Raw -118577.349908 + Penalty 2394.300044 = -116183.049863
  nChanged 3
		SP:Iteration 17Q (46247.630000 sec): 3 clusters
  Score: Raw -118579.158712 + Penalty 2394.300044 = -116184.858667
  nChanged 3
		SP:Iteration 18Q (46247.660000 sec): 3 clusters
  Score: Raw -118580.984451 + Penalty 2394.300044 = -116186.684406
  nChanged 2
		SP:Iteration 19Q (46247.700000 sec): 3 clusters
  Score: Raw -118582.304081 + Penalty 2394.300044 = -116188.004037
  nChanged 0
		SP:Iteration 20F (46247.730000 sec): 3 clusters
  Score: Raw -118582.304081 + Penalty 2394.300044 = -116188.004037
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (2501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46247.790000 sec): 2 clusters
  Score: Raw -241143.608732 + Penalty 1271.472464 = -239872.136268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46247.840000 sec): 3 clusters
  Score: Raw -239977.460622 + Penalty 2542.944928 = -237434.515694
  nChanged 931
		SP:Iteration 1F (46247.890000 sec): 3 clusters
  Score: Raw -240602.640572 + Penalty 2542.944928 = -238059.695644
  nChanged 240
		SP:Iteration 2F (46247.940000 sec): 3 clusters
  Score: Raw -240791.505814 + Penalty 2542.944928 = -238248.560886
  nChanged 143
		SP:Iteration 3F (46247.990000 sec): 3 clusters
  Score: Raw -240889.265094 + Penalty 2542.944928 = -238346.320166
  nChanged 111
		SP:Iteration 4Q (46248.040000 sec): 3 clusters
  Score: Raw -240966.463048 + Penalty 2542.944928 = -238423.518120
  nChanged 92
		SP:Iteration 5Q (46248.100000 sec): 3 clusters
  Score: Raw -241037.010126 + Penalty 2542.944928 = -238494.065199
  nChanged 77
		SP:Iteration 6Q (46248.140000 sec): 3 clusters
  Score: Raw -241087.026647 + Penalty 2542.944928 = -238544.081719
  nChanged 67
		SP:Iteration 7Q (46248.200000 sec): 3 clusters
  Score: Raw -241132.920237 + Penalty 2542.944928 = -238589.975310
  nChanged 51
		SP:Iteration 8Q (46248.250000 sec): 3 clusters
  Score: Raw -241164.575824 + Penalty 2542.944928 = -238621.630896
  nChanged 36
		SP:Iteration 9Q (46248.300000 sec): 3 clusters
  Score: Raw -241185.561667 + Penalty 2542.944928 = -238642.616740
  nChanged 21
		SP:Iteration 10Q (46248.350000 sec): 3 clusters
  Score: Raw -241198.370924 + Penalty 2542.944928 = -238655.425997
  nChanged 23
		SP:Iteration 11Q (46248.400000 sec): 3 clusters
  Score: Raw -241211.042195 + Penalty 2542.944928 = -238668.097268
  nChanged 19
		SP:Iteration 12Q (46248.450000 sec): 3 clusters
  Score: Raw -241221.123853 + Penalty 2542.944928 = -238678.178925
  nChanged 10
		SP:Iteration 13Q (46248.500000 sec): 3 clusters
  Score: Raw -241227.911198 + Penalty 2542.944928 = -238684.966271
  nChanged 16
		SP:Iteration 14Q (46248.550000 sec): 3 clusters
  Score: Raw -241236.231401 + Penalty 2542.944928 = -238693.286474
  nChanged 13
		SP:Iteration 15Q (46248.600000 sec): 3 clusters
  Score: Raw -241242.566192 + Penalty 2542.944928 = -238699.621264
  nChanged 10
		SP:Iteration 16Q (46248.650000 sec): 3 clusters
  Score: Raw -241246.499075 + Penalty 2542.944928 = -238703.554148
  nChanged 7
		SP:Iteration 17Q (46248.700000 sec): 3 clusters
  Score: Raw -241249.620534 + Penalty 2542.944928 = -238706.675606
  nChanged 8
		SP:Iteration 18Q (46248.750000 sec): 3 clusters
  Score: Raw -241253.256020 + Penalty 2542.944928 = -238710.311093
  nChanged 10
		SP:Iteration 19Q (46248.800000 sec): 3 clusters
  Score: Raw -241259.478088 + Penalty 2542.944928 = -238716.533160
  nChanged 10
		SP:Iteration 20F (46248.850000 sec): 3 clusters
  Score: Raw -241266.573771 + Penalty 2542.944928 = -238723.628843
  nChanged 9
		SP:Iteration 21Q (46248.900000 sec): 3 clusters
  Score: Raw -241271.171446 + Penalty 2542.944928 = -238728.226519
  nChanged 6
		SP:Iteration 22Q (46248.950000 sec): 3 clusters
  Score: Raw -241274.147246 + Penalty 2542.944928 = -238731.202319
  nChanged 4
		SP:Iteration 23Q (46249.000000 sec): 3 clusters
  Score: Raw -241275.918159 + Penalty 2542.944928 = -238732.973232
  nChanged 4
		SP:Iteration 24Q (46249.050000 sec): 3 clusters
  Score: Raw -241278.480366 + Penalty 2542.944928 = -238735.535438
  nChanged 3
		SP:Iteration 25Q (46249.100000 sec): 3 clusters
  Score: Raw -241280.344807 + Penalty 2542.944928 = -238737.399879
  nChanged 3
		SP:Iteration 26Q (46249.150000 sec): 3 clusters
  Score: Raw -241281.953905 + Penalty 2542.944928 = -238739.008978
  nChanged 1
		SP:Iteration 27Q (46249.200000 sec): 3 clusters
  Score: Raw -241282.360294 + Penalty 2542.944928 = -238739.415367
  nChanged 1
		SP:Iteration 28Q (46249.250000 sec): 3 clusters
  Score: Raw -241282.779965 + Penalty 2542.944928 = -238739.835038
  nChanged 1
		SP:Iteration 29Q (46249.300000 sec): 3 clusters
  Score: Raw -241283.265586 + Penalty 2542.944928 = -238740.320658
  nChanged 0
		SP:Iteration 30F (46249.360000 sec): 3 clusters
  Score: Raw -241283.265586 + Penalty 2542.944928 = -238740.320658
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (5532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46249.490000 sec): 2 clusters
  Score: Raw -390199.667987 + Penalty 1400.474513 = -388799.193475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46249.680000 sec): 3 clusters
  Score: Raw -387310.620078 + Penalty 2800.949025 = -384509.671053
  nChanged 2301
		SP:Iteration 1F (46249.810000 sec): 3 clusters
  Score: Raw -388916.205757 + Penalty 2800.949025 = -386115.256732
  nChanged 594
		SP:Iteration 2F (46249.990000 sec): 3 clusters
  Score: Raw -389468.911397 + Penalty 2800.949025 = -386667.962372
  nChanged 472
		SP:Iteration 3F (46250.160000 sec): 3 clusters
  Score: Raw -389942.040396 + Penalty 2800.949025 = -387141.091371
  nChanged 406
		SP:Iteration 4F (46250.330000 sec): 3 clusters
  Score: Raw -390275.023887 + Penalty 2800.949025 = -387474.074862
  nChanged 274
		SP:Iteration 5Q (46250.500000 sec): 3 clusters
  Score: Raw -390474.248773 + Penalty 2800.949025 = -387673.299748
  nChanged 236
		SP:Iteration 6Q (46250.670000 sec): 3 clusters
  Score: Raw -390636.801160 + Penalty 2800.949025 = -387835.852135
  nChanged 194
		SP:Iteration 7Q (46250.840000 sec): 3 clusters
  Score: Raw -390751.261942 + Penalty 2800.949025 = -387950.312917
  nChanged 153
		SP:Iteration 8Q (46251.010000 sec): 3 clusters
  Score: Raw -390826.595776 + Penalty 2800.949025 = -388025.646751
  nChanged 106
		SP:Iteration 9Q (46251.180000 sec): 3 clusters
  Score: Raw -390872.307172 + Penalty 2800.949025 = -388071.358147
  nChanged 74
		SP:Iteration 10Q (46251.360000 sec): 3 clusters
  Score: Raw -390899.544207 + Penalty 2800.949025 = -388098.595181
  nChanged 56
		SP:Iteration 11Q (46251.530000 sec): 3 clusters
  Score: Raw -390917.724552 + Penalty 2800.949025 = -388116.775526
  nChanged 42
		SP:Iteration 12Q (46251.700000 sec): 3 clusters
  Score: Raw -390928.298009 + Penalty 2800.949025 = -388127.348984
  nChanged 31
		SP:Iteration 13Q (46251.840000 sec): 3 clusters
  Score: Raw -390933.972909 + Penalty 2800.949025 = -388133.023883
  nChanged 25
		SP:Iteration 14Q (46252.040000 sec): 3 clusters
  Score: Raw -390938.737845 + Penalty 2800.949025 = -388137.788820
  nChanged 16
		SP:Iteration 15Q (46252.210000 sec): 3 clusters
  Score: Raw -390943.505432 + Penalty 2800.949025 = -388142.556407
  nChanged 16
		SP:Iteration 16Q (46252.380000 sec): 3 clusters
  Score: Raw -390947.481138 + Penalty 2800.949025 = -388146.532113
  nChanged 20
		SP:Iteration 17Q (46252.550000 sec): 3 clusters
  Score: Raw -390951.730463 + Penalty 2800.949025 = -388150.781438
  nChanged 14
		SP:Iteration 18Q (46252.720000 sec): 3 clusters
  Score: Raw -390954.734478 + Penalty 2800.949025 = -388153.785453
  nChanged 8
		SP:Iteration 19Q (46252.900000 sec): 3 clusters
  Score: Raw -390956.039913 + Penalty 2800.949025 = -388155.090888
  nChanged 5
		SP:Iteration 20F (46253.070000 sec): 3 clusters
  Score: Raw -390956.795078 + Penalty 2800.949025 = -388155.846053
  nChanged 3
		SP:Iteration 21Q (46253.240000 sec): 3 clusters
  Score: Raw -390957.264997 + Penalty 2800.949025 = -388156.315972
  nChanged 2
		SP:Iteration 22Q (46253.410000 sec): 3 clusters
  Score: Raw -390957.559663 + Penalty 2800.949025 = -388156.610638
  nChanged 1
		SP:Iteration 23Q (46253.580000 sec): 3 clusters
  Score: Raw -390957.620225 + Penalty 2800.949025 = -388156.671200
  nChanged 0
		SP:Iteration 24F (46253.750000 sec): 3 clusters
  Score: Raw -390957.620225 + Penalty 2800.949025 = -388156.671200
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (6730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46253.890000 sec): 2 clusters
  Score: Raw -516104.666436 + Penalty 1432.328694 = -514672.337743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46254.100000 sec): 3 clusters
  Score: Raw -512455.505220 + Penalty 2864.657387 = -509590.847832
  nChanged 2792
		SP:Iteration 1F (46254.300000 sec): 3 clusters
  Score: Raw -514263.095994 + Penalty 2864.657387 = -511398.438607
  nChanged 598
		SP:Iteration 2F (46254.510000 sec): 3 clusters
  Score: Raw -514716.169409 + Penalty 2864.657387 = -511851.512022
  nChanged 469
		SP:Iteration 3F (46254.720000 sec): 3 clusters
  Score: Raw -515067.667092 + Penalty 2864.657387 = -512203.009705
  nChanged 405
		SP:Iteration 4F (46254.930000 sec): 3 clusters
  Score: Raw -515344.783697 + Penalty 2864.657387 = -512480.126310
  nChanged 330
		SP:Iteration 5Q (46255.140000 sec): 3 clusters
  Score: Raw -515581.031899 + Penalty 2864.657387 = -512716.374511
  nChanged 331
		SP:Iteration 6Q (46255.340000 sec): 3 clusters
  Score: Raw -515817.067038 + Penalty 2864.657387 = -512952.409651
  nChanged 290
		SP:Iteration 7Q (46255.550000 sec): 3 clusters
  Score: Raw -516005.707779 + Penalty 2864.657387 = -513141.050391
  nChanged 249
		SP:Iteration 8Q (46255.760000 sec): 3 clusters
  Score: Raw -516162.559986 + Penalty 2864.657387 = -513297.902598
  nChanged 198
		SP:Iteration 9Q (46255.970000 sec): 3 clusters
  Score: Raw -516280.908236 + Penalty 2864.657387 = -513416.250848
  nChanged 178
		SP:Iteration 10Q (46256.180000 sec): 3 clusters
  Score: Raw -516383.897957 + Penalty 2864.657387 = -513519.240570
  nChanged 154
		SP:Iteration 11Q (46256.370000 sec): 3 clusters
  Score: Raw -516464.587617 + Penalty 2864.657387 = -513599.930230
  nChanged 136
		SP:Iteration 12Q (46256.470000 sec): 3 clusters
  Score: Raw -516530.801852 + Penalty 2864.657387 = -513666.144465
  nChanged 102
		SP:Iteration 13Q (46256.570000 sec): 3 clusters
  Score: Raw -516574.230202 + Penalty 2864.657387 = -513709.572814
  nChanged 103
		SP:Iteration 14Q (46256.680000 sec): 3 clusters
  Score: Raw -516618.280789 + Penalty 2864.657387 = -513753.623402
  nChanged 99
		SP:Iteration 15Q (46256.770000 sec): 3 clusters
  Score: Raw -516662.395392 + Penalty 2864.657387 = -513797.738004
  nChanged 100
		SP:Iteration 16Q (46256.870000 sec): 3 clusters
  Score: Raw -516710.056555 + Penalty 2864.657387 = -513845.399167
  nChanged 99
		SP:Iteration 17Q (46256.980000 sec): 3 clusters
  Score: Raw -516764.155465 + Penalty 2864.657387 = -513899.498077
  nChanged 101
		SP:Iteration 18Q (46257.080000 sec): 3 clusters
  Score: Raw -516815.184622 + Penalty 2864.657387 = -513950.527235
  nChanged 80
		SP:Iteration 19Q (46257.170000 sec): 3 clusters
  Score: Raw -516857.358888 + Penalty 2864.657387 = -513992.701500
  nChanged 64
		SP:Iteration 20F (46257.280000 sec): 3 clusters
  Score: Raw -516889.144507 + Penalty 2864.657387 = -514024.487119
  nChanged 68
		SP:Iteration 21Q (46257.380000 sec): 3 clusters
  Score: Raw -516919.295734 + Penalty 2864.657387 = -514054.638347
  nChanged 58
		SP:Iteration 22Q (46257.480000 sec): 3 clusters
  Score: Raw -516944.907934 + Penalty 2864.657387 = -514080.250547
  nChanged 52
		SP:Iteration 23Q (46257.580000 sec): 3 clusters
  Score: Raw -516968.382188 + Penalty 2864.657387 = -514103.724801
  nChanged 45
		SP:Iteration 24Q (46257.680000 sec): 3 clusters
  Score: Raw -516984.792188 + Penalty 2864.657387 = -514120.134801
  nChanged 50
		SP:Iteration 25Q (46257.780000 sec): 3 clusters
  Score: Raw -517007.184033 + Penalty 2864.657387 = -514142.526646
  nChanged 40
		SP:Iteration 26Q (46257.880000 sec): 3 clusters
  Score: Raw -517023.478608 + Penalty 2864.657387 = -514158.821221
  nChanged 37
		SP:Iteration 27Q (46257.980000 sec): 3 clusters
  Score: Raw -517037.989380 + Penalty 2864.657387 = -514173.331993
  nChanged 31
		SP:Iteration 28Q (46258.080000 sec): 3 clusters
  Score: Raw -517051.060746 + Penalty 2864.657387 = -514186.403359
  nChanged 39
		SP:Iteration 29Q (46258.180000 sec): 3 clusters
  Score: Raw -517062.868390 + Penalty 2864.657387 = -514198.211003
  nChanged 27
		SP:Iteration 30Q (46258.280000 sec): 3 clusters
  Score: Raw -517073.194585 + Penalty 2864.657387 = -514208.537197
  nChanged 25
		SP:Iteration 31Q (46258.370000 sec): 3 clusters
  Score: Raw -517085.389567 + Penalty 2864.657387 = -514220.732179
  nChanged 25
		SP:Iteration 32Q (46258.560000 sec): 3 clusters
  Score: Raw -517096.735040 + Penalty 2864.657387 = -514232.077653
  nChanged 29
		SP:Iteration 33Q (46258.760000 sec): 3 clusters
  Score: Raw -517108.932521 + Penalty 2864.657387 = -514244.275134
  nChanged 21
		SP:Iteration 34Q (46258.970000 sec): 3 clusters
  Score: Raw -517116.550517 + Penalty 2864.657387 = -514251.893130
  nChanged 21
		SP:Iteration 35Q (46259.170000 sec): 3 clusters
  Score: Raw -517125.067844 + Penalty 2864.657387 = -514260.410457
  nChanged 18
		SP:Iteration 36Q (46259.380000 sec): 3 clusters
  Score: Raw -517134.159755 + Penalty 2864.657387 = -514269.502368
  nChanged 23
		SP:Iteration 37Q (46259.580000 sec): 3 clusters
  Score: Raw -517144.483744 + Penalty 2864.657387 = -514279.826356
  nChanged 27
		SP:Iteration 38Q (46259.780000 sec): 3 clusters
  Score: Raw -517158.258906 + Penalty 2864.657387 = -514293.601519
  nChanged 30
		SP:Iteration 39Q (46259.990000 sec): 3 clusters
  Score: Raw -517173.951252 + Penalty 2864.657387 = -514309.293864
  nChanged 23
		SP:Iteration 40F (46260.190000 sec): 3 clusters
  Score: Raw -517183.448323 + Penalty 2864.657387 = -514318.790936
  nChanged 28
		SP:Iteration 41Q (46260.400000 sec): 3 clusters
  Score: Raw -517194.427911 + Penalty 2864.657387 = -514329.770524
  nChanged 16
		SP:Iteration 42Q (46260.600000 sec): 3 clusters
  Score: Raw -517199.576636 + Penalty 2864.657387 = -514334.919249
  nChanged 7
		SP:Iteration 43Q (46260.800000 sec): 3 clusters
  Score: Raw -517202.809757 + Penalty 2864.657387 = -514338.152370
  nChanged 3
		SP:Iteration 44Q (46261.010000 sec): 3 clusters
  Score: Raw -517204.581964 + Penalty 2864.657387 = -514339.924576
  nChanged 3
		SP:Iteration 45Q (46261.210000 sec): 3 clusters
  Score: Raw -517205.267277 + Penalty 2864.657387 = -514340.609890
  nChanged 1
		SP:Iteration 46Q (46261.420000 sec): 3 clusters
  Score: Raw -517205.896039 + Penalty 2864.657387 = -514341.238652
  nChanged 4
		SP:Iteration 47Q (46261.620000 sec): 3 clusters
  Score: Raw -517206.734372 + Penalty 2864.657387 = -514342.076984
  nChanged 2
		SP:Iteration 48Q (46261.820000 sec): 3 clusters
  Score: Raw -517206.944665 + Penalty 2864.657387 = -514342.287278
  nChanged 1
		SP:Iteration 49Q (46262.030000 sec): 3 clusters
  Score: Raw -517207.106988 + Penalty 2864.657387 = -514342.449601
  nChanged 0
		SP:Iteration 50F (46262.230000 sec): 3 clusters
  Score: Raw -517207.106988 + Penalty 2864.657387 = -514342.449601
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (7682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46262.360000 sec): 2 clusters
  Score: Raw -664097.829066 + Penalty 1453.828221 = -662644.000845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46262.570000 sec): 3 clusters
  Score: Raw -659878.240991 + Penalty 2907.656443 = -656970.584548
  nChanged 3228
		SP:Iteration 1F (46262.770000 sec): 3 clusters
  Score: Raw -661993.444409 + Penalty 2907.656443 = -659085.787966
  nChanged 661
		SP:Iteration 2F (46262.970000 sec): 3 clusters
  Score: Raw -662451.335631 + Penalty 2907.656443 = -659543.679188
  nChanged 513
		SP:Iteration 3F (46263.170000 sec): 3 clusters
  Score: Raw -662819.704815 + Penalty 2907.656443 = -659912.048372
  nChanged 459
		SP:Iteration 4F (46263.360000 sec): 3 clusters
  Score: Raw -663111.245857 + Penalty 2907.656443 = -660203.589414
  nChanged 393
		SP:Iteration 5F (46263.560000 sec): 3 clusters
  Score: Raw -663349.406609 + Penalty 2907.656443 = -660441.750166
  nChanged 347
		SP:Iteration 6Q (46263.760000 sec): 3 clusters
  Score: Raw -663544.724674 + Penalty 2907.656443 = -660637.068232
  nChanged 307
		SP:Iteration 7Q (46263.960000 sec): 3 clusters
  Score: Raw -663697.855445 + Penalty 2907.656443 = -660790.199002
  nChanged 272
		SP:Iteration 8Q (46264.160000 sec): 3 clusters
  Score: Raw -663848.445086 + Penalty 2907.656443 = -660940.788643
  nChanged 267
		SP:Iteration 9Q (46264.350000 sec): 3 clusters
  Score: Raw -664011.012144 + Penalty 2907.656443 = -661103.355701
  nChanged 255
		SP:Iteration 10Q (46264.560000 sec): 3 clusters
  Score: Raw -664165.196407 + Penalty 2907.656443 = -661257.539964
  nChanged 208
		SP:Iteration 11Q (46264.750000 sec): 3 clusters
  Score: Raw -664268.397888 + Penalty 2907.656443 = -661360.741445
  nChanged 164
		SP:Iteration 12Q (46264.950000 sec): 3 clusters
  Score: Raw -664358.543217 + Penalty 2907.656443 = -661450.886774
  nChanged 157
		SP:Iteration 13Q (46265.150000 sec): 3 clusters
  Score: Raw -664435.896459 + Penalty 2907.656443 = -661528.240017
  nChanged 131
		SP:Iteration 14Q (46265.350000 sec): 3 clusters
  Score: Raw -664503.210249 + Penalty 2907.656443 = -661595.553806
  nChanged 113
		SP:Iteration 15Q (46265.550000 sec): 3 clusters
  Score: Raw -664558.706905 + Penalty 2907.656443 = -661651.050463
  nChanged 102
		SP:Iteration 16Q (46265.750000 sec): 3 clusters
  Score: Raw -664601.283964 + Penalty 2907.656443 = -661693.627521
  nChanged 91
		SP:Iteration 17Q (46265.940000 sec): 3 clusters
  Score: Raw -664643.617481 + Penalty 2907.656443 = -661735.961038
  nChanged 96
		SP:Iteration 18Q (46266.140000 sec): 3 clusters
  Score: Raw -664676.596434 + Penalty 2907.656443 = -661768.939991
  nChanged 70
		SP:Iteration 19Q (46266.380000 sec): 3 clusters
  Score: Raw -664699.404259 + Penalty 2907.656443 = -661791.747816
  nChanged 60
		SP:Iteration 20F (46266.540000 sec): 3 clusters
  Score: Raw -664720.065882 + Penalty 2907.656443 = -661812.409439
  nChanged 59
		SP:Iteration 21Q (46266.730000 sec): 3 clusters
  Score: Raw -664743.885444 + Penalty 2907.656443 = -661836.229001
  nChanged 67
		SP:Iteration 22Q (46266.930000 sec): 3 clusters
  Score: Raw -664768.763798 + Penalty 2907.656443 = -661861.107355
  nChanged 68
		SP:Iteration 23Q (46267.130000 sec): 3 clusters
  Score: Raw -664788.279867 + Penalty 2907.656443 = -661880.623424
  nChanged 61
		SP:Iteration 24Q (46267.330000 sec): 3 clusters
  Score: Raw -664809.034982 + Penalty 2907.656443 = -661901.378539
  nChanged 58
		SP:Iteration 25Q (46267.530000 sec): 3 clusters
  Score: Raw -664830.175254 + Penalty 2907.656443 = -661922.518811
  nChanged 51
		SP:Iteration 26Q (46267.730000 sec): 3 clusters
  Score: Raw -664848.256854 + Penalty 2907.656443 = -661940.600411
  nChanged 49
		SP:Iteration 27Q (46267.920000 sec): 3 clusters
  Score: Raw -664861.178424 + Penalty 2907.656443 = -661953.521981
  nChanged 41
		SP:Iteration 28Q (46268.120000 sec): 3 clusters
  Score: Raw -664871.838494 + Penalty 2907.656443 = -661964.182051
  nChanged 39
		SP:Iteration 29Q (46268.320000 sec): 3 clusters
  Score: Raw -664881.164654 + Penalty 2907.656443 = -661973.508211
  nChanged 33
		SP:Iteration 30Q (46268.520000 sec): 3 clusters
  Score: Raw -664888.077370 + Penalty 2907.656443 = -661980.420927
  nChanged 28
		SP:Iteration 31Q (46268.720000 sec): 3 clusters
  Score: Raw -664894.706665 + Penalty 2907.656443 = -661987.050222
  nChanged 24
		SP:Iteration 32Q (46268.910000 sec): 3 clusters
  Score: Raw -664900.933362 + Penalty 2907.656443 = -661993.276919
  nChanged 24
		SP:Iteration 33Q (46269.110000 sec): 3 clusters
  Score: Raw -664906.029011 + Penalty 2907.656443 = -661998.372568
  nChanged 14
		SP:Iteration 34Q (46269.310000 sec): 3 clusters
  Score: Raw -664908.697723 + Penalty 2907.656443 = -662001.041280
  nChanged 14
		SP:Iteration 35Q (46269.510000 sec): 3 clusters
  Score: Raw -664911.716549 + Penalty 2907.656443 = -662004.060106
  nChanged 16
		SP:Iteration 36Q (46269.710000 sec): 3 clusters
  Score: Raw -664915.954185 + Penalty 2907.656443 = -662008.297742
  nChanged 18
		SP:Iteration 37Q (46269.910000 sec): 3 clusters
  Score: Raw -664920.722329 + Penalty 2907.656443 = -662013.065886
  nChanged 23
		SP:Iteration 38Q (46270.100000 sec): 3 clusters
  Score: Raw -664926.959988 + Penalty 2907.656443 = -662019.303546
  nChanged 30
		SP:Iteration 39Q (46270.300000 sec): 3 clusters
  Score: Raw -664934.304607 + Penalty 2907.656443 = -662026.648164
  nChanged 20
		SP:Iteration 40F (46270.490000 sec): 3 clusters
  Score: Raw -664940.458236 + Penalty 2907.656443 = -662032.801793
  nChanged 15
		SP:Iteration 41Q (46270.690000 sec): 3 clusters
  Score: Raw -664943.108913 + Penalty 2907.656443 = -662035.452470
  nChanged 11
		SP:Iteration 42Q (46270.890000 sec): 3 clusters
  Score: Raw -664945.492370 + Penalty 2907.656443 = -662037.835927
  nChanged 8
		SP:Iteration 43Q (46271.080000 sec): 3 clusters
  Score: Raw -664946.652637 + Penalty 2907.656443 = -662038.996194
  nChanged 6
		SP:Iteration 44Q (46271.310000 sec): 3 clusters
  Score: Raw -664948.539185 + Penalty 2907.656443 = -662040.882742
  nChanged 9
		SP:Iteration 45Q (46271.410000 sec): 3 clusters
  Score: Raw -664950.162983 + Penalty 2907.656443 = -662042.506540
  nChanged 2
		SP:Iteration 46Q (46271.530000 sec): 3 clusters
  Score: Raw -664950.394918 + Penalty 2907.656443 = -662042.738475
  nChanged 1
		SP:Iteration 47Q (46271.640000 sec): 3 clusters
  Score: Raw -664950.475149 + Penalty 2907.656443 = -662042.818706
  nChanged 1
		SP:Iteration 48Q (46271.760000 sec): 3 clusters
  Score: Raw -664950.622635 + Penalty 2907.656443 = -662042.966192
  nChanged 1
		SP:Iteration 49Q (46271.880000 sec): 3 clusters
  Score: Raw -664950.701509 + Penalty 2907.656443 = -662043.045066
  nChanged 0
		SP:Iteration 50F (46272.070000 sec): 3 clusters
  Score: Raw -664950.701509 + Penalty 2907.656443 = -662043.045066
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (4940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46272.180000 sec): 2 clusters
  Score: Raw -418327.416829 + Penalty 1382.082099 = -416945.334730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46272.420000 sec): 3 clusters
  Score: Raw -415732.825417 + Penalty 2764.164198 = -412968.661219
  nChanged 2019
		SP:Iteration 1F (46272.600000 sec): 3 clusters
  Score: Raw -416934.264110 + Penalty 2764.164198 = -414170.099912
  nChanged 460
		SP:Iteration 2F (46272.780000 sec): 3 clusters
  Score: Raw -417259.697116 + Penalty 2764.164198 = -414495.532917
  nChanged 368
		SP:Iteration 3F (46272.960000 sec): 3 clusters
  Score: Raw -417543.151449 + Penalty 2764.164198 = -414778.987250
  nChanged 306
		SP:Iteration 4F (46273.100000 sec): 3 clusters
  Score: Raw -417770.716619 + Penalty 2764.164198 = -415006.552421
  nChanged 254
		SP:Iteration 5F (46273.200000 sec): 3 clusters
  Score: Raw -417944.178422 + Penalty 2764.164198 = -415180.014224
  nChanged 207
		SP:Iteration 6Q (46273.290000 sec): 3 clusters
  Score: Raw -418065.498206 + Penalty 2764.164198 = -415301.334008
  nChanged 170
		SP:Iteration 7Q (46273.390000 sec): 3 clusters
  Score: Raw -418156.542833 + Penalty 2764.164198 = -415392.378635
  nChanged 126
		SP:Iteration 8Q (46273.480000 sec): 3 clusters
  Score: Raw -418217.935840 + Penalty 2764.164198 = -415453.771642
  nChanged 116
		SP:Iteration 9Q (46273.570000 sec): 3 clusters
  Score: Raw -418278.516933 + Penalty 2764.164198 = -415514.352735
  nChanged 84
		SP:Iteration 10Q (46273.670000 sec): 3 clusters
  Score: Raw -418321.615527 + Penalty 2764.164198 = -415557.451329
  nChanged 62
		SP:Iteration 11Q (46273.760000 sec): 3 clusters
  Score: Raw -418350.012133 + Penalty 2764.164198 = -415585.847934
  nChanged 61
		SP:Iteration 12Q (46273.850000 sec): 3 clusters
  Score: Raw -418379.308814 + Penalty 2764.164198 = -415615.144616
  nChanged 59
		SP:Iteration 13Q (46274.130000 sec): 3 clusters
  Score: Raw -418408.886124 + Penalty 2764.164198 = -415644.721926
  nChanged 70
		SP:Iteration 14Q (46274.300000 sec): 3 clusters
  Score: Raw -418446.796817 + Penalty 2764.164198 = -415682.632619
  nChanged 50
		SP:Iteration 15Q (46274.440000 sec): 3 clusters
  Score: Raw -418467.764925 + Penalty 2764.164198 = -415703.600727
  nChanged 46
		SP:Iteration 16Q (46274.620000 sec): 3 clusters
  Score: Raw -418488.070900 + Penalty 2764.164198 = -415723.906702
  nChanged 44
		SP:Iteration 17Q (46274.820000 sec): 3 clusters
  Score: Raw -418514.509162 + Penalty 2764.164198 = -415750.344964
  nChanged 59
		SP:Iteration 18Q (46275.010000 sec): 3 clusters
  Score: Raw -418552.349675 + Penalty 2764.164198 = -415788.185477
  nChanged 58
		SP:Iteration 19Q (46275.200000 sec): 3 clusters
  Score: Raw -418585.414168 + Penalty 2764.164198 = -415821.249969
  nChanged 69
		SP:Iteration 20F (46275.360000 sec): 3 clusters
  Score: Raw -418633.790349 + Penalty 2764.164198 = -415869.626151
  nChanged 61
		SP:Iteration 21Q (46275.530000 sec): 3 clusters
  Score: Raw -418676.853125 + Penalty 2764.164198 = -415912.688926
  nChanged 69
		SP:Iteration 22Q (46275.690000 sec): 3 clusters
  Score: Raw -418722.367574 + Penalty 2764.164198 = -415958.203375
  nChanged 63
		SP:Iteration 23Q (46275.850000 sec): 3 clusters
  Score: Raw -418755.361228 + Penalty 2764.164198 = -415991.197030
  nChanged 55
		SP:Iteration 24Q (46276.010000 sec): 3 clusters
  Score: Raw -418789.905558 + Penalty 2764.164198 = -416025.741359
  nChanged 46
		SP:Iteration 25Q (46276.200000 sec): 3 clusters
  Score: Raw -418812.717228 + Penalty 2764.164198 = -416048.553029
  nChanged 38
		SP:Iteration 26Q (46276.390000 sec): 3 clusters
  Score: Raw -418829.542975 + Penalty 2764.164198 = -416065.378776
  nChanged 35
		SP:Iteration 27Q (46276.570000 sec): 3 clusters
  Score: Raw -418847.490193 + Penalty 2764.164198 = -416083.325994
  nChanged 44
		SP:Iteration 28Q (46276.790000 sec): 3 clusters
  Score: Raw -418865.935556 + Penalty 2764.164198 = -416101.771357
  nChanged 33
		SP:Iteration 29Q (46276.990000 sec): 3 clusters
  Score: Raw -418886.134222 + Penalty 2764.164198 = -416121.970023
  nChanged 34
		SP:Iteration 30Q (46277.160000 sec): 3 clusters
  Score: Raw -418902.557873 + Penalty 2764.164198 = -416138.393674
  nChanged 23
		SP:Iteration 31Q (46277.340000 sec): 3 clusters
  Score: Raw -418911.434628 + Penalty 2764.164198 = -416147.270430
  nChanged 15
		SP:Iteration 32Q (46277.510000 sec): 3 clusters
  Score: Raw -418917.305473 + Penalty 2764.164198 = -416153.141274
  nChanged 17
		SP:Iteration 33Q (46277.690000 sec): 3 clusters
  Score: Raw -418924.454749 + Penalty 2764.164198 = -416160.290551
  nChanged 20
		SP:Iteration 34Q (46277.860000 sec): 3 clusters
  Score: Raw -418935.040742 + Penalty 2764.164198 = -416170.876543
  nChanged 23
		SP:Iteration 35Q (46278.010000 sec): 3 clusters
  Score: Raw -418947.570152 + Penalty 2764.164198 = -416183.405954
  nChanged 25
		SP:Iteration 36Q (46278.220000 sec): 3 clusters
  Score: Raw -418962.747812 + Penalty 2764.164198 = -416198.583614
  nChanged 23
		SP:Iteration 37Q (46278.390000 sec): 3 clusters
  Score: Raw -418971.944534 + Penalty 2764.164198 = -416207.780336
  nChanged 25
		SP:Iteration 38Q (46278.570000 sec): 3 clusters
  Score: Raw -418982.072287 + Penalty 2764.164198 = -416217.908088
  nChanged 18
		SP:Iteration 39Q (46278.740000 sec): 3 clusters
  Score: Raw -418987.069848 + Penalty 2764.164198 = -416222.905650
  nChanged 9
		SP:Iteration 40F (46278.920000 sec): 3 clusters
  Score: Raw -418990.116802 + Penalty 2764.164198 = -416225.952603
  nChanged 6
		SP:Iteration 41Q (46279.090000 sec): 3 clusters
  Score: Raw -418991.667520 + Penalty 2764.164198 = -416227.503322
  nChanged 9
		SP:Iteration 42Q (46279.270000 sec): 3 clusters
  Score: Raw -418994.431445 + Penalty 2764.164198 = -416230.267247
  nChanged 14
		SP:Iteration 43Q (46279.440000 sec): 3 clusters
  Score: Raw -418999.589173 + Penalty 2764.164198 = -416235.424974
  nChanged 14
		SP:Iteration 44Q (46279.620000 sec): 3 clusters
  Score: Raw -419005.084665 + Penalty 2764.164198 = -416240.920466
  nChanged 11
		SP:Iteration 45Q (46279.790000 sec): 3 clusters
  Score: Raw -419008.665314 + Penalty 2764.164198 = -416244.501116
  nChanged 8
		SP:Iteration 46Q (46279.970000 sec): 3 clusters
  Score: Raw -419011.460963 + Penalty 2764.164198 = -416247.296765
  nChanged 18
		SP:Iteration 47Q (46280.130000 sec): 3 clusters
  Score: Raw -419018.130735 + Penalty 2764.164198 = -416253.966536
  nChanged 17
		SP:Iteration 48Q (46280.250000 sec): 3 clusters
  Score: Raw -419024.581109 + Penalty 2764.164198 = -416260.416911
  nChanged 14
		SP:Iteration 49Q (46280.350000 sec): 3 clusters
  Score: Raw -419029.670016 + Penalty 2764.164198 = -416265.505818
  nChanged 12
		SP:Iteration 50Q (46280.540000 sec): 3 clusters
  Score: Raw -419034.077599 + Penalty 2764.164198 = -416269.913400
  nChanged 12
		SP:Iteration 51Q (46280.720000 sec): 3 clusters
  Score: Raw -419037.433686 + Penalty 2764.164198 = -416273.269487
  nChanged 9
		SP:Iteration 52Q (46280.890000 sec): 3 clusters
  Score: Raw -419039.920061 + Penalty 2764.164198 = -416275.755862
  nChanged 5
		SP:Iteration 53Q (46281.070000 sec): 3 clusters
  Score: Raw -419040.608290 + Penalty 2764.164198 = -416276.444092
  nChanged 4
		SP:Iteration 54Q (46281.250000 sec): 3 clusters
  Score: Raw -419041.298800 + Penalty 2764.164198 = -416277.134602
  nChanged 6
		SP:Iteration 55Q (46281.420000 sec): 3 clusters
  Score: Raw -419042.221136 + Penalty 2764.164198 = -416278.056937
  nChanged 6
		SP:Iteration 56Q (46281.590000 sec): 3 clusters
  Score: Raw -419043.859306 + Penalty 2764.164198 = -416279.695108
  nChanged 3
		SP:Iteration 57Q (46281.770000 sec): 3 clusters
  Score: Raw -419044.319182 + Penalty 2764.164198 = -416280.154983
  nChanged 4
		SP:Iteration 58Q (46281.950000 sec): 3 clusters
  Score: Raw -419045.478767 + Penalty 2764.164198 = -416281.314569
  nChanged 4
		SP:Iteration 59Q (46282.120000 sec): 3 clusters
  Score: Raw -419046.281645 + Penalty 2764.164198 = -416282.117447
  nChanged 3
		SP:Iteration 60F (46282.290000 sec): 3 clusters
  Score: Raw -419047.263916 + Penalty 2764.164198 = -416283.099717
  nChanged 3
		SP:Iteration 61Q (46282.470000 sec): 3 clusters
  Score: Raw -419048.882523 + Penalty 2764.164198 = -416284.718325
  nChanged 6
		SP:Iteration 62Q (46282.650000 sec): 3 clusters
  Score: Raw -419050.552679 + Penalty 2764.164198 = -416286.388480
  nChanged 6
		SP:Iteration 63Q (46282.820000 sec): 3 clusters
  Score: Raw -419052.217780 + Penalty 2764.164198 = -416288.053581
  nChanged 8
		SP:Iteration 64Q (46283.000000 sec): 3 clusters
  Score: Raw -419054.871212 + Penalty 2764.164198 = -416290.707013
  nChanged 15
		SP:Iteration 65Q (46283.170000 sec): 3 clusters
  Score: Raw -419061.442300 + Penalty 2764.164198 = -416297.278102
  nChanged 17
		SP:Iteration 66Q (46283.350000 sec): 3 clusters
  Score: Raw -419066.869436 + Penalty 2764.164198 = -416302.705238
  nChanged 13
		SP:Iteration 67Q (46283.520000 sec): 3 clusters
  Score: Raw -419071.258529 + Penalty 2764.164198 = -416307.094331
  nChanged 13
		SP:Iteration 68Q (46283.700000 sec): 3 clusters
  Score: Raw -419074.497557 + Penalty 2764.164198 = -416310.333359
  nChanged 7
		SP:Iteration 69Q (46283.870000 sec): 3 clusters
  Score: Raw -419075.539897 + Penalty 2764.164198 = -416311.375699
  nChanged 5
		SP:Iteration 70Q (46284.050000 sec): 3 clusters
  Score: Raw -419076.754855 + Penalty 2764.164198 = -416312.590657
  nChanged 3
		SP:Iteration 71Q (46284.220000 sec): 3 clusters
  Score: Raw -419077.486400 + Penalty 2764.164198 = -416313.322201
  nChanged 3
		SP:Iteration 72Q (46284.400000 sec): 3 clusters
  Score: Raw -419078.113005 + Penalty 2764.164198 = -416313.948807
  nChanged 3
		SP:Iteration 73Q (46284.570000 sec): 3 clusters
  Score: Raw -419078.691347 + Penalty 2764.164198 = -416314.527149
  nChanged 2
		SP:Iteration 74Q (46284.750000 sec): 3 clusters
  Score: Raw -419079.558130 + Penalty 2764.164198 = -416315.393932
  nChanged 4
		SP:Iteration 75Q (46284.920000 sec): 3 clusters
  Score: Raw -419080.294331 + Penalty 2764.164198 = -416316.130132
  nChanged 4
		SP:Iteration 76Q (46285.070000 sec): 3 clusters
  Score: Raw -419081.736172 + Penalty 2764.164198 = -416317.571974
  nChanged 7
		SP:Iteration 77Q (46285.170000 sec): 3 clusters
  Score: Raw -419084.873951 + Penalty 2764.164198 = -416320.709752
  nChanged 10
		SP:Iteration 78Q (46285.260000 sec): 3 clusters
  Score: Raw -419088.827998 + Penalty 2764.164198 = -416324.663799
  nChanged 9
		SP:Iteration 79Q (46285.350000 sec): 3 clusters
  Score: Raw -419091.154184 + Penalty 2764.164198 = -416326.989985
  nChanged 6
		SP:Iteration 80F (46285.440000 sec): 3 clusters
  Score: Raw -419093.626083 + Penalty 2764.164198 = -416329.461884
  nChanged 9
		SP:Iteration 81Q (46285.530000 sec): 3 clusters
  Score: Raw -419096.514112 + Penalty 2764.164198 = -416332.349913
  nChanged 7
		SP:Iteration 82Q (46285.640000 sec): 3 clusters
  Score: Raw -419097.990854 + Penalty 2764.164198 = -416333.826656
  nChanged 6
		SP:Iteration 83Q (46285.730000 sec): 3 clusters
  Score: Raw -419099.699155 + Penalty 2764.164198 = -416335.534957
  nChanged 5
		SP:Iteration 84Q (46285.820000 sec): 3 clusters
  Score: Raw -419101.389195 + Penalty 2764.164198 = -416337.224997
  nChanged 10
		SP:Iteration 85Q (46285.910000 sec): 3 clusters
  Score: Raw -419103.750427 + Penalty 2764.164198 = -416339.586229
  nChanged 10
		SP:Iteration 86Q (46286.000000 sec): 3 clusters
  Score: Raw -419105.376283 + Penalty 2764.164198 = -416341.212085
  nChanged 3
		SP:Iteration 87Q (46286.090000 sec): 3 clusters
  Score: Raw -419106.196584 + Penalty 2764.164198 = -416342.032386
  nChanged 1
		SP:Iteration 88Q (46286.210000 sec): 3 clusters
  Score: Raw -419106.562425 + Penalty 2764.164198 = -416342.398227
  nChanged 1
		SP:Iteration 89Q (46286.390000 sec): 3 clusters
  Score: Raw -419106.935431 + Penalty 2764.164198 = -416342.771233
  nChanged 1
		SP:Iteration 90Q (46286.560000 sec): 3 clusters
  Score: Raw -419107.026131 + Penalty 2764.164198 = -416342.861933
  nChanged 2
		SP:Iteration 91Q (46286.740000 sec): 3 clusters
  Score: Raw -419107.923316 + Penalty 2764.164198 = -416343.759117
  nChanged 6
		SP:Iteration 92Q (46286.910000 sec): 3 clusters
  Score: Raw -419109.429142 + Penalty 2764.164198 = -416345.264944
  nChanged 4
		SP:Iteration 93Q (46287.090000 sec): 3 clusters
  Score: Raw -419111.001103 + Penalty 2764.164198 = -416346.836905
  nChanged 4
		SP:Iteration 94Q (46287.260000 sec): 3 clusters
  Score: Raw -419112.507415 + Penalty 2764.164198 = -416348.343217
  nChanged 7
		SP:Iteration 95Q (46287.440000 sec): 3 clusters
  Score: Raw -419114.083065 + Penalty 2764.164198 = -416349.918866
  nChanged 7
		SP:Iteration 96Q (46287.610000 sec): 3 clusters
  Score: Raw -419115.723697 + Penalty 2764.164198 = -416351.559499
  nChanged 5
		SP:Iteration 97Q (46287.790000 sec): 3 clusters
  Score: Raw -419117.000010 + Penalty 2764.164198 = -416352.835812
  nChanged 1
		SP:Iteration 98Q (46287.970000 sec): 3 clusters
  Score: Raw -419117.174844 + Penalty 2764.164198 = -416353.010645
  nChanged 0
		SP:Iteration 99F (46288.170000 sec): 3 clusters
  Score: Raw -419117.174844 + Penalty 2764.164198 = -416353.010645
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (14207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46288.310000 sec): 2 clusters
  Score: Raw -1220269.803160 + Penalty 1553.742138 = -1218716.061022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46288.650000 sec): 3 clusters
  Score: Raw -1211954.857530 + Penalty 3107.484276 = -1208847.373254
  nChanged 6239
		SP:Iteration 1F (46288.890000 sec): 3 clusters
  Score: Raw -1215514.155690 + Penalty 3107.484276 = -1212406.671415
  nChanged 1035
		SP:Iteration 2F (46289.170000 sec): 3 clusters
  Score: Raw -1216170.445332 + Penalty 3107.484276 = -1213062.961056
  nChanged 1052
		SP:Iteration 3F (46289.410000 sec): 3 clusters
  Score: Raw -1216936.767450 + Penalty 3107.484276 = -1213829.283174
  nChanged 1045
		SP:Iteration 4F (46289.690000 sec): 3 clusters
  Score: Raw -1217698.495284 + Penalty 3107.484276 = -1214591.011008
  nChanged 933
		SP:Iteration 5F (46289.920000 sec): 3 clusters
  Score: Raw -1218365.519896 + Penalty 3107.484276 = -1215258.035620
  nChanged 826
		SP:Iteration 6F (46290.110000 sec): 3 clusters
  Score: Raw -1218895.786961 + Penalty 3107.484276 = -1215788.302685
  nChanged 684
		SP:Iteration 7Q (46290.340000 sec): 3 clusters
  Score: Raw -1219287.622286 + Penalty 3107.484276 = -1216180.138010
  nChanged 566
		SP:Iteration 8Q (46290.620000 sec): 3 clusters
  Score: Raw -1219594.755183 + Penalty 3107.484276 = -1216487.270907
  nChanged 451
		SP:Iteration 9Q (46290.900000 sec): 3 clusters
  Score: Raw -1219800.049079 + Penalty 3107.484276 = -1216692.564803
  nChanged 353
		SP:Iteration 10Q (46291.180000 sec): 3 clusters
  Score: Raw -1219927.309806 + Penalty 3107.484276 = -1216819.825530
  nChanged 271
		SP:Iteration 11Q (46291.450000 sec): 3 clusters
  Score: Raw -1220002.836425 + Penalty 3107.484276 = -1216895.352149
  nChanged 192
		SP:Iteration 12Q (46291.730000 sec): 3 clusters
  Score: Raw -1220048.437639 + Penalty 3107.484276 = -1216940.953363
  nChanged 148
		SP:Iteration 13Q (46292.000000 sec): 3 clusters
  Score: Raw -1220076.017925 + Penalty 3107.484276 = -1216968.533649
  nChanged 99
		SP:Iteration 14Q (46292.280000 sec): 3 clusters
  Score: Raw -1220096.166011 + Penalty 3107.484276 = -1216988.681735
  nChanged 94
		SP:Iteration 15Q (46292.550000 sec): 3 clusters
  Score: Raw -1220114.063488 + Penalty 3107.484276 = -1217006.579212
  nChanged 89
		SP:Iteration 16Q (46292.830000 sec): 3 clusters
  Score: Raw -1220128.680095 + Penalty 3107.484276 = -1217021.195819
  nChanged 72
		SP:Iteration 17Q (46293.100000 sec): 3 clusters
  Score: Raw -1220140.516657 + Penalty 3107.484276 = -1217033.032381
  nChanged 60
		SP:Iteration 18Q (46293.380000 sec): 3 clusters
  Score: Raw -1220148.580998 + Penalty 3107.484276 = -1217041.096722
  nChanged 51
		SP:Iteration 19Q (46293.650000 sec): 3 clusters
  Score: Raw -1220155.679260 + Penalty 3107.484276 = -1217048.194984
  nChanged 38
		SP:Iteration 20F (46293.930000 sec): 3 clusters
  Score: Raw -1220160.526673 + Penalty 3107.484276 = -1217053.042397
  nChanged 32
		SP:Iteration 21Q (46294.210000 sec): 3 clusters
  Score: Raw -1220164.356587 + Penalty 3107.484276 = -1217056.872311
  nChanged 18
		SP:Iteration 22Q (46294.480000 sec): 3 clusters
  Score: Raw -1220166.431440 + Penalty 3107.484276 = -1217058.947164
  nChanged 19
		SP:Iteration 23Q (46294.760000 sec): 3 clusters
  Score: Raw -1220168.827009 + Penalty 3107.484276 = -1217061.342733
  nChanged 18
		SP:Iteration 24Q (46295.040000 sec): 3 clusters
  Score: Raw -1220170.793590 + Penalty 3107.484276 = -1217063.309314
  nChanged 19
		SP:Iteration 25Q (46295.320000 sec): 3 clusters
  Score: Raw -1220172.379941 + Penalty 3107.484276 = -1217064.895666
  nChanged 11
		SP:Iteration 26Q (46295.600000 sec): 3 clusters
  Score: Raw -1220173.309050 + Penalty 3107.484276 = -1217065.824774
  nChanged 13
		SP:Iteration 27Q (46295.870000 sec): 3 clusters
  Score: Raw -1220174.216557 + Penalty 3107.484276 = -1217066.732281
  nChanged 9
		SP:Iteration 28Q (46296.150000 sec): 3 clusters
  Score: Raw -1220175.166775 + Penalty 3107.484276 = -1217067.682499
  nChanged 18
		SP:Iteration 29Q (46296.430000 sec): 3 clusters
  Score: Raw -1220176.952664 + Penalty 3107.484276 = -1217069.468388
  nChanged 19
		SP:Iteration 30Q (46296.710000 sec): 3 clusters
  Score: Raw -1220178.590165 + Penalty 3107.484276 = -1217071.105889
  nChanged 17
		SP:Iteration 31Q (46296.990000 sec): 3 clusters
  Score: Raw -1220180.950947 + Penalty 3107.484276 = -1217073.466671
  nChanged 19
		SP:Iteration 32Q (46297.270000 sec): 3 clusters
  Score: Raw -1220183.268099 + Penalty 3107.484276 = -1217075.783823
  nChanged 23
		SP:Iteration 33Q (46297.550000 sec): 3 clusters
  Score: Raw -1220186.125258 + Penalty 3107.484276 = -1217078.640983
  nChanged 26
		SP:Iteration 34Q (46297.830000 sec): 3 clusters
  Score: Raw -1220189.690407 + Penalty 3107.484276 = -1217082.206131
  nChanged 26
		SP:Iteration 35Q (46298.100000 sec): 3 clusters
  Score: Raw -1220193.113319 + Penalty 3107.484276 = -1217085.629043
  nChanged 31
		SP:Iteration 36Q (46298.290000 sec): 3 clusters
  Score: Raw -1220197.329007 + Penalty 3107.484276 = -1217089.844732
  nChanged 23
		SP:Iteration 37Q (46298.580000 sec): 3 clusters
  Score: Raw -1220199.986241 + Penalty 3107.484276 = -1217092.501965
  nChanged 27
		SP:Iteration 38Q (46298.860000 sec): 3 clusters
  Score: Raw -1220203.344164 + Penalty 3107.484276 = -1217095.859888
  nChanged 29
		SP:Iteration 39Q (46299.100000 sec): 3 clusters
  Score: Raw -1220207.061190 + Penalty 3107.484276 = -1217099.576914
  nChanged 27
		SP:Iteration 40F (46299.370000 sec): 3 clusters
  Score: Raw -1220210.973182 + Penalty 3107.484276 = -1217103.488906
  nChanged 36
		SP:Iteration 41Q (46299.650000 sec): 3 clusters
  Score: Raw -1220214.997858 + Penalty 3107.484276 = -1217107.513582
  nChanged 21
		SP:Iteration 42Q (46299.920000 sec): 3 clusters
  Score: Raw -1220216.713482 + Penalty 3107.484276 = -1217109.229206
  nChanged 16
		SP:Iteration 43Q (46300.170000 sec): 3 clusters
  Score: Raw -1220218.205087 + Penalty 3107.484276 = -1217110.720811
  nChanged 17
		SP:Iteration 44Q (46300.400000 sec): 3 clusters
  Score: Raw -1220219.944550 + Penalty 3107.484276 = -1217112.460274
  nChanged 17
		SP:Iteration 45Q (46300.670000 sec): 3 clusters
  Score: Raw -1220221.559555 + Penalty 3107.484276 = -1217114.075279
  nChanged 14
		SP:Iteration 46Q (46300.950000 sec): 3 clusters
  Score: Raw -1220223.210534 + Penalty 3107.484276 = -1217115.726258
  nChanged 15
		SP:Iteration 47Q (46301.230000 sec): 3 clusters
  Score: Raw -1220224.590138 + Penalty 3107.484276 = -1217117.105862
  nChanged 16
		SP:Iteration 48Q (46301.500000 sec): 3 clusters
  Score: Raw -1220226.538296 + Penalty 3107.484276 = -1217119.054020
  nChanged 28
		SP:Iteration 49Q (46301.790000 sec): 3 clusters
  Score: Raw -1220230.342892 + Penalty 3107.484276 = -1217122.858616
  nChanged 35
		SP:Iteration 50Q (46302.070000 sec): 3 clusters
  Score: Raw -1220234.922083 + Penalty 3107.484276 = -1217127.437807
  nChanged 25
		SP:Iteration 51Q (46302.350000 sec): 3 clusters
  Score: Raw -1220238.793494 + Penalty 3107.484276 = -1217131.309219
  nChanged 29
		SP:Iteration 52Q (46302.630000 sec): 3 clusters
  Score: Raw -1220242.583287 + Penalty 3107.484276 = -1217135.099011
  nChanged 32
		SP:Iteration 53Q (46302.900000 sec): 3 clusters
  Score: Raw -1220246.721003 + Penalty 3107.484276 = -1217139.236727
  nChanged 30
		SP:Iteration 54Q (46303.180000 sec): 3 clusters
  Score: Raw -1220251.010086 + Penalty 3107.484276 = -1217143.525810
  nChanged 34
		SP:Iteration 55Q (46303.460000 sec): 3 clusters
  Score: Raw -1220255.895141 + Penalty 3107.484276 = -1217148.410865
  nChanged 26
		SP:Iteration 56Q (46303.740000 sec): 3 clusters
  Score: Raw -1220260.939448 + Penalty 3107.484276 = -1217153.455172
  nChanged 33
		SP:Iteration 57Q (46304.020000 sec): 3 clusters
  Score: Raw -1220266.218881 + Penalty 3107.484276 = -1217158.734605
  nChanged 34
		SP:Iteration 58Q (46304.290000 sec): 3 clusters
  Score: Raw -1220270.515599 + Penalty 3107.484276 = -1217163.031323
  nChanged 39
		SP:Iteration 59Q (46304.610000 sec): 3 clusters
  Score: Raw -1220276.469246 + Penalty 3107.484276 = -1217168.984970
  nChanged 50
		SP:Iteration 60F (46304.850000 sec): 3 clusters
  Score: Raw -1220285.829557 + Penalty 3107.484276 = -1217178.345281
  nChanged 52
		SP:Iteration 61Q (46305.130000 sec): 3 clusters
  Score: Raw -1220297.213612 + Penalty 3107.484276 = -1217189.729336
  nChanged 49
		SP:Iteration 62Q (46305.410000 sec): 3 clusters
  Score: Raw -1220306.710475 + Penalty 3107.484276 = -1217199.226199
  nChanged 67
		SP:Iteration 63Q (46305.690000 sec): 3 clusters
  Score: Raw -1220320.946817 + Penalty 3107.484276 = -1217213.462541
  nChanged 69
		SP:Iteration 64Q (46305.970000 sec): 3 clusters
  Score: Raw -1220337.691169 + Penalty 3107.484276 = -1217230.206893
  nChanged 81
		SP:Iteration 65Q (46306.250000 sec): 3 clusters
  Score: Raw -1220360.756092 + Penalty 3107.484276 = -1217253.271816
  nChanged 102
		SP:Iteration 66Q (46306.530000 sec): 3 clusters
  Score: Raw -1220394.550468 + Penalty 3107.484276 = -1217287.066192
  nChanged 124
		SP:Iteration 67Q (46306.810000 sec): 3 clusters
  Score: Raw -1220439.307671 + Penalty 3107.484276 = -1217331.823395
  nChanged 127
		SP:Iteration 68Q (46307.020000 sec): 3 clusters
  Score: Raw -1220492.596717 + Penalty 3107.484276 = -1217385.112441
  nChanged 140
		SP:Iteration 69Q (46307.300000 sec): 3 clusters
  Score: Raw -1220550.355426 + Penalty 3107.484276 = -1217442.871150
  nChanged 161
		SP:Iteration 70Q (46307.570000 sec): 3 clusters
  Score: Raw -1220634.430360 + Penalty 3107.484276 = -1217526.946084
  nChanged 177
		SP:Iteration 71Q (46307.850000 sec): 3 clusters
  Score: Raw -1220736.638348 + Penalty 3107.484276 = -1217629.154072
  nChanged 189
		SP:Iteration 72Q (46308.120000 sec): 3 clusters
  Score: Raw -1220874.978164 + Penalty 3107.484276 = -1217767.493888
  nChanged 186
		SP:Iteration 73Q (46308.400000 sec): 3 clusters
  Score: Raw -1221030.517118 + Penalty 3107.484276 = -1217923.032842
  nChanged 174
		SP:Iteration 74Q (46308.670000 sec): 3 clusters
  Score: Raw -1221176.227662 + Penalty 3107.484276 = -1218068.743386
  nChanged 171
		SP:Iteration 75Q (46308.950000 sec): 3 clusters
  Score: Raw -1221285.752533 + Penalty 3107.484276 = -1218178.268257
  nChanged 141
		SP:Iteration 76Q (46309.220000 sec): 3 clusters
  Score: Raw -1221355.534490 + Penalty 3107.484276 = -1218248.050214
  nChanged 125
		SP:Iteration 77Q (46309.500000 sec): 3 clusters
  Score: Raw -1221408.174334 + Penalty 3107.484276 = -1218300.690058
  nChanged 93
		SP:Iteration 78Q (46309.780000 sec): 3 clusters
  Score: Raw -1221439.941261 + Penalty 3107.484276 = -1218332.456985
  nChanged 75
		SP:Iteration 79Q (46310.050000 sec): 3 clusters
  Score: Raw -1221464.980661 + Penalty 3107.484276 = -1218357.496385
  nChanged 72
		SP:Iteration 80F (46310.330000 sec): 3 clusters
  Score: Raw -1221484.721813 + Penalty 3107.484276 = -1218377.237537
  nChanged 55
		SP:Iteration 81Q (46310.640000 sec): 3 clusters
  Score: Raw -1221501.970042 + Penalty 3107.484276 = -1218394.485766
  nChanged 47
		SP:Iteration 82Q (46310.860000 sec): 3 clusters
  Score: Raw -1221513.915937 + Penalty 3107.484276 = -1218406.431662
  nChanged 41
		SP:Iteration 83Q (46311.110000 sec): 3 clusters
  Score: Raw -1221522.240368 + Penalty 3107.484276 = -1218414.756092
  nChanged 24
		SP:Iteration 84Q (46311.400000 sec): 3 clusters
  Score: Raw -1221527.224163 + Penalty 3107.484276 = -1218419.739887
  nChanged 23
		SP:Iteration 85Q (46311.680000 sec): 3 clusters
  Score: Raw -1221531.960537 + Penalty 3107.484276 = -1218424.476261
  nChanged 24
		SP:Iteration 86Q (46311.960000 sec): 3 clusters
  Score: Raw -1221536.025496 + Penalty 3107.484276 = -1218428.541220
  nChanged 15
		SP:Iteration 87Q (46312.230000 sec): 3 clusters
  Score: Raw -1221538.478450 + Penalty 3107.484276 = -1218430.994174
  nChanged 8
		SP:Iteration 88Q (46312.510000 sec): 3 clusters
  Score: Raw -1221539.569419 + Penalty 3107.484276 = -1218432.085143
  nChanged 5
		SP:Iteration 89Q (46312.780000 sec): 3 clusters
  Score: Raw -1221540.368989 + Penalty 3107.484276 = -1218432.884713
  nChanged 4
		SP:Iteration 90Q (46313.060000 sec): 3 clusters
  Score: Raw -1221540.913032 + Penalty 3107.484276 = -1218433.428756
  nChanged 1
		SP:Iteration 91Q (46313.340000 sec): 3 clusters
  Score: Raw -1221541.220805 + Penalty 3107.484276 = -1218433.736529
  nChanged 2
		SP:Iteration 92Q (46313.600000 sec): 3 clusters
  Score: Raw -1221541.605913 + Penalty 3107.484276 = -1218434.121637
  nChanged 3
		SP:Iteration 93Q (46313.850000 sec): 3 clusters
  Score: Raw -1221542.281943 + Penalty 3107.484276 = -1218434.797667
  nChanged 3
		SP:Iteration 94Q (46314.130000 sec): 3 clusters
  Score: Raw -1221542.665790 + Penalty 3107.484276 = -1218435.181514
  nChanged 1
		SP:Iteration 95Q (46314.410000 sec): 3 clusters
  Score: Raw -1221542.782387 + Penalty 3107.484276 = -1218435.298111
  nChanged 0
		SP:Iteration 96F (46314.690000 sec): 3 clusters
  Score: Raw -1221542.782387 + Penalty 3107.484276 = -1218435.298111
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (4748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46314.810000 sec): 2 clusters
  Score: Raw -350280.337599 + Penalty 1375.640298 = -348904.697301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46314.990000 sec): 3 clusters
  Score: Raw -347840.676879 + Penalty 2751.280596 = -345089.396284
  nChanged 1925
		SP:Iteration 1F (46315.160000 sec): 3 clusters
  Score: Raw -349042.072121 + Penalty 2751.280596 = -346290.791525
  nChanged 476
		SP:Iteration 2F (46315.340000 sec): 3 clusters
  Score: Raw -349483.510513 + Penalty 2751.280596 = -346732.229918
  nChanged 365
		SP:Iteration 3F (46315.510000 sec): 3 clusters
  Score: Raw -349815.934589 + Penalty 2751.280596 = -347064.653994
  nChanged 306
		SP:Iteration 4F (46315.690000 sec): 3 clusters
  Score: Raw -350081.518116 + Penalty 2751.280596 = -347330.237521
  nChanged 260
		SP:Iteration 5F (46315.870000 sec): 3 clusters
  Score: Raw -350257.908920 + Penalty 2751.280596 = -347506.628325
  nChanged 213
		SP:Iteration 6Q (46316.040000 sec): 3 clusters
  Score: Raw -350380.227041 + Penalty 2751.280596 = -347628.946446
  nChanged 154
		SP:Iteration 7Q (46316.210000 sec): 3 clusters
  Score: Raw -350452.765429 + Penalty 2751.280596 = -347701.484833
  nChanged 102
		SP:Iteration 8Q (46316.390000 sec): 3 clusters
  Score: Raw -350505.320281 + Penalty 2751.280596 = -347754.039685
  nChanged 93
		SP:Iteration 9Q (46316.570000 sec): 3 clusters
  Score: Raw -350547.058168 + Penalty 2751.280596 = -347795.777572
  nChanged 64
		SP:Iteration 10Q (46316.740000 sec): 3 clusters
  Score: Raw -350566.315985 + Penalty 2751.280596 = -347815.035389
  nChanged 47
		SP:Iteration 11Q (46316.920000 sec): 3 clusters
  Score: Raw -350579.149440 + Penalty 2751.280596 = -347827.868844
  nChanged 32
		SP:Iteration 12Q (46317.090000 sec): 3 clusters
  Score: Raw -350588.378977 + Penalty 2751.280596 = -347837.098381
  nChanged 26
		SP:Iteration 13Q (46317.270000 sec): 3 clusters
  Score: Raw -350595.160476 + Penalty 2751.280596 = -347843.879880
  nChanged 18
		SP:Iteration 14Q (46317.450000 sec): 3 clusters
  Score: Raw -350598.653091 + Penalty 2751.280596 = -347847.372496
  nChanged 11
		SP:Iteration 15Q (46317.620000 sec): 3 clusters
  Score: Raw -350601.086869 + Penalty 2751.280596 = -347849.806274
  nChanged 11
		SP:Iteration 16Q (46317.800000 sec): 3 clusters
  Score: Raw -350604.123232 + Penalty 2751.280596 = -347852.842637
  nChanged 14
		SP:Iteration 17Q (46317.970000 sec): 3 clusters
  Score: Raw -350608.751032 + Penalty 2751.280596 = -347857.470436
  nChanged 15
		SP:Iteration 18Q (46318.150000 sec): 3 clusters
  Score: Raw -350613.114205 + Penalty 2751.280596 = -347861.833609
  nChanged 12
		SP:Iteration 19Q (46318.330000 sec): 3 clusters
  Score: Raw -350616.326119 + Penalty 2751.280596 = -347865.045524
  nChanged 10
		SP:Iteration 20F (46318.500000 sec): 3 clusters
  Score: Raw -350618.559712 + Penalty 2751.280596 = -347867.279116
  nChanged 11
		SP:Iteration 21Q (46318.680000 sec): 3 clusters
  Score: Raw -350621.575343 + Penalty 2751.280596 = -347870.294748
  nChanged 15
		SP:Iteration 22Q (46318.850000 sec): 3 clusters
  Score: Raw -350625.474226 + Penalty 2751.280596 = -347874.193630
  nChanged 17
		SP:Iteration 23Q (46319.030000 sec): 3 clusters
  Score: Raw -350631.574160 + Penalty 2751.280596 = -347880.293565
  nChanged 15
		SP:Iteration 24Q (46319.210000 sec): 3 clusters
  Score: Raw -350635.792814 + Penalty 2751.280596 = -347884.512218
  nChanged 15
		SP:Iteration 25Q (46319.380000 sec): 3 clusters
  Score: Raw -350639.107884 + Penalty 2751.280596 = -347887.827289
  nChanged 10
		SP:Iteration 26Q (46319.560000 sec): 3 clusters
  Score: Raw -350641.356916 + Penalty 2751.280596 = -347890.076320
  nChanged 8
		SP:Iteration 27Q (46319.730000 sec): 3 clusters
  Score: Raw -350643.335023 + Penalty 2751.280596 = -347892.054428
  nChanged 6
		SP:Iteration 28Q (46319.910000 sec): 3 clusters
  Score: Raw -350644.683604 + Penalty 2751.280596 = -347893.403008
  nChanged 4
		SP:Iteration 29Q (46320.130000 sec): 3 clusters
  Score: Raw -350645.266212 + Penalty 2751.280596 = -347893.985617
  nChanged 3
		SP:Iteration 30Q (46320.280000 sec): 3 clusters
  Score: Raw -350645.677046 + Penalty 2751.280596 = -347894.396451
  nChanged 2
		SP:Iteration 31Q (46320.490000 sec): 3 clusters
  Score: Raw -350646.026083 + Penalty 2751.280596 = -347894.745487
  nChanged 2
		SP:Iteration 32Q (46320.670000 sec): 3 clusters
  Score: Raw -350646.395054 + Penalty 2751.280596 = -347895.114458
  nChanged 6
		SP:Iteration 33Q (46320.810000 sec): 3 clusters
  Score: Raw -350647.986906 + Penalty 2751.280596 = -347896.706311
  nChanged 6
		SP:Iteration 34Q (46320.980000 sec): 3 clusters
  Score: Raw -350649.986011 + Penalty 2751.280596 = -347898.705415
  nChanged 9
		SP:Iteration 35Q (46321.160000 sec): 3 clusters
  Score: Raw -350652.368474 + Penalty 2751.280596 = -347901.087879
  nChanged 6
		SP:Iteration 36Q (46321.340000 sec): 3 clusters
  Score: Raw -350654.728625 + Penalty 2751.280596 = -347903.448030
  nChanged 12
		SP:Iteration 37Q (46321.510000 sec): 3 clusters
  Score: Raw -350658.289641 + Penalty 2751.280596 = -347907.009046
  nChanged 15
		SP:Iteration 38Q (46321.680000 sec): 3 clusters
  Score: Raw -350662.242500 + Penalty 2751.280596 = -347910.961905
  nChanged 19
		SP:Iteration 39Q (46321.860000 sec): 3 clusters
  Score: Raw -350667.017542 + Penalty 2751.280596 = -347915.736947
  nChanged 18
		SP:Iteration 40F (46322.040000 sec): 3 clusters
  Score: Raw -350671.431441 + Penalty 2751.280596 = -347920.150846
  nChanged 18
		SP:Iteration 41Q (46322.210000 sec): 3 clusters
  Score: Raw -350676.054322 + Penalty 2751.280596 = -347924.773726
  nChanged 17
		SP:Iteration 42Q (46322.380000 sec): 3 clusters
  Score: Raw -350678.592176 + Penalty 2751.280596 = -347927.311580
  nChanged 8
		SP:Iteration 43Q (46322.560000 sec): 3 clusters
  Score: Raw -350680.406753 + Penalty 2751.280596 = -347929.126157
  nChanged 7
		SP:Iteration 44Q (46322.740000 sec): 3 clusters
  Score: Raw -350681.412832 + Penalty 2751.280596 = -347930.132236
  nChanged 3
		SP:Iteration 45Q (46322.910000 sec): 3 clusters
  Score: Raw -350682.130764 + Penalty 2751.280596 = -347930.850169
  nChanged 3
		SP:Iteration 46Q (46323.090000 sec): 3 clusters
  Score: Raw -350682.648058 + Penalty 2751.280596 = -347931.367463
  nChanged 2
		SP:Iteration 47Q (46323.260000 sec): 3 clusters
  Score: Raw -350684.011057 + Penalty 2751.280596 = -347932.730461
  nChanged 4
		SP:Iteration 48Q (46323.440000 sec): 3 clusters
  Score: Raw -350685.342437 + Penalty 2751.280596 = -347934.061841
  nChanged 7
		SP:Iteration 49Q (46323.620000 sec): 3 clusters
  Score: Raw -350686.549469 + Penalty 2751.280596 = -347935.268874
  nChanged 4
		SP:Iteration 50Q (46323.790000 sec): 3 clusters
  Score: Raw -350687.470003 + Penalty 2751.280596 = -347936.189408
  nChanged 5
		SP:Iteration 51Q (46323.960000 sec): 3 clusters
  Score: Raw -350689.360664 + Penalty 2751.280596 = -347938.080069
  nChanged 12
		SP:Iteration 52Q (46324.140000 sec): 3 clusters
  Score: Raw -350694.343020 + Penalty 2751.280596 = -347943.062424
  nChanged 15
		SP:Iteration 53Q (46324.320000 sec): 3 clusters
  Score: Raw -350698.526658 + Penalty 2751.280596 = -347947.246062
  nChanged 12
		SP:Iteration 54Q (46324.490000 sec): 3 clusters
  Score: Raw -350701.270696 + Penalty 2751.280596 = -347949.990100
  nChanged 13
		SP:Iteration 55Q (46324.670000 sec): 3 clusters
  Score: Raw -350704.810829 + Penalty 2751.280596 = -347953.530233
  nChanged 8
		SP:Iteration 56Q (46324.840000 sec): 3 clusters
  Score: Raw -350707.724041 + Penalty 2751.280596 = -347956.443446
  nChanged 12
		SP:Iteration 57Q (46325.020000 sec): 3 clusters
  Score: Raw -350711.248626 + Penalty 2751.280596 = -347959.968031
  nChanged 12
		SP:Iteration 58Q (46325.200000 sec): 3 clusters
  Score: Raw -350716.354314 + Penalty 2751.280596 = -347965.073718
  nChanged 13
		SP:Iteration 59Q (46325.420000 sec): 3 clusters
  Score: Raw -350720.324049 + Penalty 2751.280596 = -347969.043454
  nChanged 12
		SP:Iteration 60F (46325.610000 sec): 3 clusters
  Score: Raw -350724.000163 + Penalty 2751.280596 = -347972.719568
  nChanged 15
		SP:Iteration 61Q (46325.740000 sec): 3 clusters
  Score: Raw -350730.058124 + Penalty 2751.280596 = -347978.777528
  nChanged 17
		SP:Iteration 62Q (46325.920000 sec): 3 clusters
  Score: Raw -350735.813280 + Penalty 2751.280596 = -347984.532684
  nChanged 16
		SP:Iteration 63Q (46326.100000 sec): 3 clusters
  Score: Raw -350740.276217 + Penalty 2751.280596 = -347988.995621
  nChanged 18
		SP:Iteration 64Q (46326.270000 sec): 3 clusters
  Score: Raw -350744.957960 + Penalty 2751.280596 = -347993.677364
  nChanged 17
		SP:Iteration 65Q (46326.450000 sec): 3 clusters
  Score: Raw -350752.325049 + Penalty 2751.280596 = -348001.044454
  nChanged 18
		SP:Iteration 66Q (46326.630000 sec): 3 clusters
  Score: Raw -350759.464943 + Penalty 2751.280596 = -348008.184347
  nChanged 18
		SP:Iteration 67Q (46326.800000 sec): 3 clusters
  Score: Raw -350768.506659 + Penalty 2751.280596 = -348017.226064
  nChanged 23
		SP:Iteration 68Q (46326.970000 sec): 3 clusters
  Score: Raw -350777.298315 + Penalty 2751.280596 = -348026.017719
  nChanged 12
		SP:Iteration 69Q (46327.150000 sec): 3 clusters
  Score: Raw -350781.114278 + Penalty 2751.280596 = -348029.833682
  nChanged 10
		SP:Iteration 70Q (46327.330000 sec): 3 clusters
  Score: Raw -350783.688245 + Penalty 2751.280596 = -348032.407649
  nChanged 6
		SP:Iteration 71Q (46327.500000 sec): 3 clusters
  Score: Raw -350785.100112 + Penalty 2751.280596 = -348033.819517
  nChanged 11
		SP:Iteration 72Q (46327.710000 sec): 3 clusters
  Score: Raw -350788.613505 + Penalty 2751.280596 = -348037.332909
  nChanged 7
		SP:Iteration 73Q (46327.900000 sec): 3 clusters
  Score: Raw -350791.219272 + Penalty 2751.280596 = -348039.938677
  nChanged 9
		SP:Iteration 74Q (46328.070000 sec): 3 clusters
  Score: Raw -350793.726672 + Penalty 2751.280596 = -348042.446077
  nChanged 5
		SP:Iteration 75Q (46328.290000 sec): 3 clusters
  Score: Raw -350794.786457 + Penalty 2751.280596 = -348043.505861
  nChanged 3
		SP:Iteration 76Q (46328.430000 sec): 3 clusters
  Score: Raw -350795.903088 + Penalty 2751.280596 = -348044.622493
  nChanged 7
		SP:Iteration 77Q (46328.660000 sec): 3 clusters
  Score: Raw -350797.587016 + Penalty 2751.280596 = -348046.306420
  nChanged 2
		SP:Iteration 78Q (46328.810000 sec): 3 clusters
  Score: Raw -350798.331816 + Penalty 2751.280596 = -348047.051220
  nChanged 3
		SP:Iteration 79Q (46328.980000 sec): 3 clusters
  Score: Raw -350799.319002 + Penalty 2751.280596 = -348048.038406
  nChanged 3
		SP:Iteration 80F (46329.160000 sec): 3 clusters
  Score: Raw -350800.932926 + Penalty 2751.280596 = -348049.652330
  nChanged 4
		SP:Iteration 81Q (46329.330000 sec): 3 clusters
  Score: Raw -350802.073503 + Penalty 2751.280596 = -348050.792908
  nChanged 6
		SP:Iteration 82Q (46329.530000 sec): 3 clusters
  Score: Raw -350803.569306 + Penalty 2751.280596 = -348052.288711
  nChanged 1
		SP:Iteration 83Q (46329.730000 sec): 3 clusters
  Score: Raw -350803.680632 + Penalty 2751.280596 = -348052.400036
  nChanged 0
		SP:Iteration 84F (46329.900000 sec): 3 clusters
  Score: Raw -350803.680632 + Penalty 2751.280596 = -348052.400036
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (5390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46330.020000 sec): 2 clusters
  Score: Raw -388211.155207 + Penalty 1396.248858 = -386814.906349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46330.190000 sec): 3 clusters
  Score: Raw -385442.434392 + Penalty 2792.497716 = -382649.936676
  nChanged 2211
		SP:Iteration 1F (46330.340000 sec): 3 clusters
  Score: Raw -386930.725952 + Penalty 2792.497716 = -384138.228236
  nChanged 553
		SP:Iteration 2F (46330.540000 sec): 3 clusters
  Score: Raw -387463.649656 + Penalty 2792.497716 = -384671.151941
  nChanged 455
		SP:Iteration 3F (46330.710000 sec): 3 clusters
  Score: Raw -387866.012682 + Penalty 2792.497716 = -385073.514966
  nChanged 370
		SP:Iteration 4F (46330.880000 sec): 3 clusters
  Score: Raw -388143.158777 + Penalty 2792.497716 = -385350.661061
  nChanged 285
		SP:Iteration 5F (46331.050000 sec): 3 clusters
  Score: Raw -388351.363923 + Penalty 2792.497716 = -385558.866207
  nChanged 197
		SP:Iteration 6Q (46331.230000 sec): 3 clusters
  Score: Raw -388484.943627 + Penalty 2792.497716 = -385692.445912
  nChanged 144
		SP:Iteration 7Q (46331.400000 sec): 3 clusters
  Score: Raw -388560.048573 + Penalty 2792.497716 = -385767.550857
  nChanged 118
		SP:Iteration 8Q (46331.570000 sec): 3 clusters
  Score: Raw -388619.161630 + Penalty 2792.497716 = -385826.663914
  nChanged 102
		SP:Iteration 9Q (46331.740000 sec): 3 clusters
  Score: Raw -388678.558504 + Penalty 2792.497716 = -385886.060789
  nChanged 108
		SP:Iteration 10Q (46331.910000 sec): 3 clusters
  Score: Raw -388740.350033 + Penalty 2792.497716 = -385947.852318
  nChanged 112
		SP:Iteration 11Q (46332.090000 sec): 3 clusters
  Score: Raw -388795.449852 + Penalty 2792.497716 = -386002.952136
  nChanged 83
		SP:Iteration 12Q (46332.300000 sec): 3 clusters
  Score: Raw -388838.856328 + Penalty 2792.497716 = -386046.358612
  nChanged 77
		SP:Iteration 13Q (46332.470000 sec): 3 clusters
  Score: Raw -388880.822010 + Penalty 2792.497716 = -386088.324294
  nChanged 80
		SP:Iteration 14Q (46332.640000 sec): 3 clusters
  Score: Raw -388910.329188 + Penalty 2792.497716 = -386117.831472
  nChanged 64
		SP:Iteration 15Q (46332.860000 sec): 3 clusters
  Score: Raw -388938.337331 + Penalty 2792.497716 = -386145.839615
  nChanged 63
		SP:Iteration 16Q (46333.100000 sec): 3 clusters
  Score: Raw -388974.059808 + Penalty 2792.497716 = -386181.562092
  nChanged 66
		SP:Iteration 17Q (46333.290000 sec): 3 clusters
  Score: Raw -389002.569854 + Penalty 2792.497716 = -386210.072138
  nChanged 53
		SP:Iteration 18Q (46333.460000 sec): 3 clusters
  Score: Raw -389027.728754 + Penalty 2792.497716 = -386235.231038
  nChanged 37
		SP:Iteration 19Q (46333.630000 sec): 3 clusters
  Score: Raw -389044.068193 + Penalty 2792.497716 = -386251.570477
  nChanged 46
		SP:Iteration 20F (46333.810000 sec): 3 clusters
  Score: Raw -389064.436663 + Penalty 2792.497716 = -386271.938948
  nChanged 45
		SP:Iteration 21Q (46333.980000 sec): 3 clusters
  Score: Raw -389082.582536 + Penalty 2792.497716 = -386290.084820
  nChanged 46
		SP:Iteration 22Q (46334.150000 sec): 3 clusters
  Score: Raw -389099.608535 + Penalty 2792.497716 = -386307.110819
  nChanged 37
		SP:Iteration 23Q (46334.320000 sec): 3 clusters
  Score: Raw -389109.667142 + Penalty 2792.497716 = -386317.169426
  nChanged 26
		SP:Iteration 24Q (46334.490000 sec): 3 clusters
  Score: Raw -389118.462291 + Penalty 2792.497716 = -386325.964575
  nChanged 33
		SP:Iteration 25Q (46334.670000 sec): 3 clusters
  Score: Raw -389127.767942 + Penalty 2792.497716 = -386335.270226
  nChanged 32
		SP:Iteration 26Q (46334.840000 sec): 3 clusters
  Score: Raw -389139.763259 + Penalty 2792.497716 = -386347.265543
  nChanged 34
		SP:Iteration 27Q (46335.010000 sec): 3 clusters
  Score: Raw -389150.440396 + Penalty 2792.497716 = -386357.942680
  nChanged 19
		SP:Iteration 28Q (46335.180000 sec): 3 clusters
  Score: Raw -389155.907071 + Penalty 2792.497716 = -386363.409355
  nChanged 20
		SP:Iteration 29Q (46335.350000 sec): 3 clusters
  Score: Raw -389160.088739 + Penalty 2792.497716 = -386367.591023
  nChanged 19
		SP:Iteration 30Q (46335.530000 sec): 3 clusters
  Score: Raw -389165.021187 + Penalty 2792.497716 = -386372.523472
  nChanged 18
		SP:Iteration 31Q (46335.700000 sec): 3 clusters
  Score: Raw -389169.919297 + Penalty 2792.497716 = -386377.421582
  nChanged 18
		SP:Iteration 32Q (46335.870000 sec): 3 clusters
  Score: Raw -389174.379694 + Penalty 2792.497716 = -386381.881978
  nChanged 13
		SP:Iteration 33Q (46336.040000 sec): 3 clusters
  Score: Raw -389177.990492 + Penalty 2792.497716 = -386385.492776
  nChanged 16
		SP:Iteration 34Q (46336.210000 sec): 3 clusters
  Score: Raw -389180.967245 + Penalty 2792.497716 = -386388.469529
  nChanged 13
		SP:Iteration 35Q (46336.390000 sec): 3 clusters
  Score: Raw -389184.179911 + Penalty 2792.497716 = -386391.682195
  nChanged 13
		SP:Iteration 36Q (46336.560000 sec): 3 clusters
  Score: Raw -389187.262033 + Penalty 2792.497716 = -386394.764317
  nChanged 12
		SP:Iteration 37Q (46336.730000 sec): 3 clusters
  Score: Raw -389189.729093 + Penalty 2792.497716 = -386397.231378
  nChanged 9
		SP:Iteration 38Q (46336.920000 sec): 3 clusters
  Score: Raw -389191.212380 + Penalty 2792.497716 = -386398.714664
  nChanged 8
		SP:Iteration 39Q (46337.090000 sec): 3 clusters
  Score: Raw -389193.608751 + Penalty 2792.497716 = -386401.111035
  nChanged 9
		SP:Iteration 40F (46337.270000 sec): 3 clusters
  Score: Raw -389195.744651 + Penalty 2792.497716 = -386403.246935
  nChanged 7
		SP:Iteration 41Q (46337.440000 sec): 3 clusters
  Score: Raw -389196.896503 + Penalty 2792.497716 = -386404.398787
  nChanged 7
		SP:Iteration 42Q (46337.610000 sec): 3 clusters
  Score: Raw -389198.353828 + Penalty 2792.497716 = -386405.856112
  nChanged 5
		SP:Iteration 43Q (46337.780000 sec): 3 clusters
  Score: Raw -389199.266647 + Penalty 2792.497716 = -386406.768931
  nChanged 3
		SP:Iteration 44Q (46337.950000 sec): 3 clusters
  Score: Raw -389199.662592 + Penalty 2792.497716 = -386407.164877
  nChanged 2
		SP:Iteration 45Q (46338.130000 sec): 3 clusters
  Score: Raw -389200.049973 + Penalty 2792.497716 = -386407.552258
  nChanged 2
		SP:Iteration 46Q (46338.300000 sec): 3 clusters
  Score: Raw -389201.324218 + Penalty 2792.497716 = -386408.826503
  nChanged 3
		SP:Iteration 47Q (46338.470000 sec): 3 clusters
  Score: Raw -389201.629752 + Penalty 2792.497716 = -386409.132036
  nChanged 1
		SP:Iteration 48Q (46338.640000 sec): 3 clusters
  Score: Raw -389201.692346 + Penalty 2792.497716 = -386409.194630
  nChanged 1
		SP:Iteration 49Q (46338.810000 sec): 3 clusters
  Score: Raw -389201.786086 + Penalty 2792.497716 = -386409.288370
  nChanged 1
		SP:Iteration 50Q (46338.990000 sec): 3 clusters
  Score: Raw -389201.913400 + Penalty 2792.497716 = -386409.415684
  nChanged 2
		SP:Iteration 51Q (46339.160000 sec): 3 clusters
  Score: Raw -389202.301683 + Penalty 2792.497716 = -386409.803967
  nChanged 2
		SP:Iteration 52Q (46339.330000 sec): 3 clusters
  Score: Raw -389202.380658 + Penalty 2792.497716 = -386409.882942
  nChanged 0
		SP:Iteration 53F (46339.500000 sec): 3 clusters
  Score: Raw -389202.380658 + Penalty 2792.497716 = -386409.882942
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (4917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46339.630000 sec): 2 clusters
  Score: Raw -372281.964611 + Penalty 1381.323753 = -370900.640857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46339.800000 sec): 3 clusters
  Score: Raw -369764.062924 + Penalty 2762.647507 = -367001.415417
  nChanged 2039
		SP:Iteration 1F (46339.970000 sec): 3 clusters
  Score: Raw -371057.534608 + Penalty 2762.647507 = -368294.887101
  nChanged 464
		SP:Iteration 2F (46340.150000 sec): 3 clusters
  Score: Raw -371470.157551 + Penalty 2762.647507 = -368707.510044
  nChanged 404
		SP:Iteration 3F (46340.330000 sec): 3 clusters
  Score: Raw -371871.700896 + Penalty 2762.647507 = -369109.053390
  nChanged 341
		SP:Iteration 4F (46340.500000 sec): 3 clusters
  Score: Raw -372218.210734 + Penalty 2762.647507 = -369455.563228
  nChanged 299
		SP:Iteration 5F (46340.680000 sec): 3 clusters
  Score: Raw -372493.861442 + Penalty 2762.647507 = -369731.213935
  nChanged 244
		SP:Iteration 6Q (46340.850000 sec): 3 clusters
  Score: Raw -372704.891506 + Penalty 2762.647507 = -369942.243999
  nChanged 199
		SP:Iteration 7Q (46341.030000 sec): 3 clusters
  Score: Raw -372899.848857 + Penalty 2762.647507 = -370137.201351
  nChanged 155
		SP:Iteration 8Q (46341.200000 sec): 3 clusters
  Score: Raw -373031.269025 + Penalty 2762.647507 = -370268.621518
  nChanged 121
		SP:Iteration 9Q (46341.380000 sec): 3 clusters
  Score: Raw -373111.374037 + Penalty 2762.647507 = -370348.726530
  nChanged 92
		SP:Iteration 10Q (46341.550000 sec): 3 clusters
  Score: Raw -373169.233775 + Penalty 2762.647507 = -370406.586268
  nChanged 80
		SP:Iteration 11Q (46341.730000 sec): 3 clusters
  Score: Raw -373215.677747 + Penalty 2762.647507 = -370453.030240
  nChanged 71
		SP:Iteration 12Q (46341.910000 sec): 3 clusters
  Score: Raw -373251.118968 + Penalty 2762.647507 = -370488.471461
  nChanged 55
		SP:Iteration 13Q (46342.110000 sec): 3 clusters
  Score: Raw -373270.014065 + Penalty 2762.647507 = -370507.366559
  nChanged 41
		SP:Iteration 14Q (46342.300000 sec): 3 clusters
  Score: Raw -373279.999503 + Penalty 2762.647507 = -370517.351996
  nChanged 29
		SP:Iteration 15Q (46342.470000 sec): 3 clusters
  Score: Raw -373287.716597 + Penalty 2762.647507 = -370525.069090
  nChanged 24
		SP:Iteration 16Q (46342.650000 sec): 3 clusters
  Score: Raw -373294.780532 + Penalty 2762.647507 = -370532.133025
  nChanged 27
		SP:Iteration 17Q (46342.830000 sec): 3 clusters
  Score: Raw -373304.109808 + Penalty 2762.647507 = -370541.462301
  nChanged 32
		SP:Iteration 18Q (46343.000000 sec): 3 clusters
  Score: Raw -373313.990404 + Penalty 2762.647507 = -370551.342897
  nChanged 26
		SP:Iteration 19Q (46343.170000 sec): 3 clusters
  Score: Raw -373320.904598 + Penalty 2762.647507 = -370558.257091
  nChanged 19
		SP:Iteration 20F (46343.350000 sec): 3 clusters
  Score: Raw -373325.133553 + Penalty 2762.647507 = -370562.486046
  nChanged 11
		SP:Iteration 21Q (46343.530000 sec): 3 clusters
  Score: Raw -373327.936240 + Penalty 2762.647507 = -370565.288733
  nChanged 10
		SP:Iteration 22Q (46343.700000 sec): 3 clusters
  Score: Raw -373330.839701 + Penalty 2762.647507 = -370568.192194
  nChanged 10
		SP:Iteration 23Q (46343.880000 sec): 3 clusters
  Score: Raw -373333.069021 + Penalty 2762.647507 = -370570.421514
  nChanged 10
		SP:Iteration 24Q (46344.050000 sec): 3 clusters
  Score: Raw -373336.664977 + Penalty 2762.647507 = -370574.017470
  nChanged 13
		SP:Iteration 25Q (46344.230000 sec): 3 clusters
  Score: Raw -373339.806172 + Penalty 2762.647507 = -370577.158665
  nChanged 12
		SP:Iteration 26Q (46344.400000 sec): 3 clusters
  Score: Raw -373341.906264 + Penalty 2762.647507 = -370579.258757
  nChanged 8
		SP:Iteration 27Q (46344.580000 sec): 3 clusters
  Score: Raw -373343.105294 + Penalty 2762.647507 = -370580.457787
  nChanged 7
		SP:Iteration 28Q (46344.750000 sec): 3 clusters
  Score: Raw -373344.516224 + Penalty 2762.647507 = -370581.868717
  nChanged 6
		SP:Iteration 29Q (46344.930000 sec): 3 clusters
  Score: Raw -373345.537194 + Penalty 2762.647507 = -370582.889687
  nChanged 7
		SP:Iteration 30Q (46345.100000 sec): 3 clusters
  Score: Raw -373346.339471 + Penalty 2762.647507 = -370583.691964
  nChanged 2
		SP:Iteration 31Q (46345.270000 sec): 3 clusters
  Score: Raw -373346.504350 + Penalty 2762.647507 = -370583.856843
  nChanged 0
		SP:Iteration 32F (46345.430000 sec): 3 clusters
  Score: Raw -373346.504350 + Penalty 2762.647507 = -370583.856843
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (3200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46345.520000 sec): 2 clusters
  Score: Raw -269379.507662 + Penalty 1311.522239 = -268067.985422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46345.690000 sec): 3 clusters
  Score: Raw -267872.312394 + Penalty 2623.044479 = -265249.267915
  nChanged 1232
		SP:Iteration 1F (46345.860000 sec): 3 clusters
  Score: Raw -268769.994042 + Penalty 2623.044479 = -266146.949563
  nChanged 310
		SP:Iteration 2F (46346.040000 sec): 3 clusters
  Score: Raw -269096.111501 + Penalty 2623.044479 = -266473.067022
  nChanged 274
		SP:Iteration 3F (46346.210000 sec): 3 clusters
  Score: Raw -269388.378978 + Penalty 2623.044479 = -266765.334499
  nChanged 194
		SP:Iteration 4F (46346.390000 sec): 3 clusters
  Score: Raw -269582.823121 + Penalty 2623.044479 = -266959.778642
  nChanged 156
		SP:Iteration 5Q (46346.570000 sec): 3 clusters
  Score: Raw -269733.318835 + Penalty 2623.044479 = -267110.274356
  nChanged 104
		SP:Iteration 6Q (46346.740000 sec): 3 clusters
  Score: Raw -269831.865233 + Penalty 2623.044479 = -267208.820755
  nChanged 107
		SP:Iteration 7Q (46346.910000 sec): 3 clusters
  Score: Raw -269936.598863 + Penalty 2623.044479 = -267313.554384
  nChanged 92
		SP:Iteration 8Q (46347.090000 sec): 3 clusters
  Score: Raw -269996.442278 + Penalty 2623.044479 = -267373.397799
  nChanged 63
		SP:Iteration 9Q (46347.270000 sec): 3 clusters
  Score: Raw -270022.377633 + Penalty 2623.044479 = -267399.333155
  nChanged 46
		SP:Iteration 10Q (46347.440000 sec): 3 clusters
  Score: Raw -270042.108392 + Penalty 2623.044479 = -267419.063913
  nChanged 23
		SP:Iteration 11Q (46347.620000 sec): 3 clusters
  Score: Raw -270051.321388 + Penalty 2623.044479 = -267428.276909
  nChanged 15
		SP:Iteration 12Q (46347.790000 sec): 3 clusters
  Score: Raw -270056.549256 + Penalty 2623.044479 = -267433.504778
  nChanged 16
		SP:Iteration 13Q (46347.970000 sec): 3 clusters
  Score: Raw -270062.607196 + Penalty 2623.044479 = -267439.562717
  nChanged 14
		SP:Iteration 14Q (46348.150000 sec): 3 clusters
  Score: Raw -270067.030686 + Penalty 2623.044479 = -267443.986208
  nChanged 14
		SP:Iteration 15Q (46348.320000 sec): 3 clusters
  Score: Raw -270070.596139 + Penalty 2623.044479 = -267447.551660
  nChanged 8
		SP:Iteration 16Q (46348.500000 sec): 3 clusters
  Score: Raw -270072.442869 + Penalty 2623.044479 = -267449.398390
  nChanged 8
		SP:Iteration 17Q (46348.670000 sec): 3 clusters
  Score: Raw -270075.220440 + Penalty 2623.044479 = -267452.175961
  nChanged 8
		SP:Iteration 18Q (46348.850000 sec): 3 clusters
  Score: Raw -270077.774951 + Penalty 2623.044479 = -267454.730472
  nChanged 6
		SP:Iteration 19Q (46349.030000 sec): 3 clusters
  Score: Raw -270079.186352 + Penalty 2623.044479 = -267456.141873
  nChanged 6
		SP:Iteration 20F (46349.200000 sec): 3 clusters
  Score: Raw -270081.847864 + Penalty 2623.044479 = -267458.803385
  nChanged 5
		SP:Iteration 21Q (46349.380000 sec): 3 clusters
  Score: Raw -270083.683446 + Penalty 2623.044479 = -267460.638968
  nChanged 6
		SP:Iteration 22Q (46349.550000 sec): 3 clusters
  Score: Raw -270086.692842 + Penalty 2623.044479 = -267463.648363
  nChanged 7
		SP:Iteration 23Q (46349.730000 sec): 3 clusters
  Score: Raw -270089.096907 + Penalty 2623.044479 = -267466.052429
  nChanged 7
		SP:Iteration 24Q (46349.910000 sec): 3 clusters
  Score: Raw -270090.342966 + Penalty 2623.044479 = -267467.298487
  nChanged 1
		SP:Iteration 25Q (46350.080000 sec): 3 clusters
  Score: Raw -270090.397346 + Penalty 2623.044479 = -267467.352868
  nChanged 0
		SP:Iteration 26F (46350.260000 sec): 3 clusters
  Score: Raw -270090.397346 + Penalty 2623.044479 = -267467.352868
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46350.340000 sec): 2 clusters
  Score: Raw -135932.012977 + Penalty 1180.518654 = -134751.494323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46350.510000 sec): 3 clusters
  Score: Raw -135406.090587 + Penalty 2361.037308 = -133045.053279
  nChanged 481
		SP:Iteration 1F (46350.700000 sec): 3 clusters
  Score: Raw -135801.502174 + Penalty 2361.037308 = -133440.464866
  nChanged 128
		SP:Iteration 2F (46350.860000 sec): 3 clusters
  Score: Raw -135935.244037 + Penalty 2361.037308 = -133574.206729
  nChanged 92
		SP:Iteration 3F (46350.890000 sec): 3 clusters
  Score: Raw -136046.004753 + Penalty 2361.037308 = -133684.967445
  nChanged 82
		SP:Iteration 4F (46350.920000 sec): 3 clusters
  Score: Raw -136127.753561 + Penalty 2361.037308 = -133766.716253
  nChanged 50
		SP:Iteration 5Q (46350.960000 sec): 3 clusters
  Score: Raw -136190.025948 + Penalty 2361.037308 = -133828.988641
  nChanged 45
		SP:Iteration 6Q (46350.990000 sec): 3 clusters
  Score: Raw -136237.466185 + Penalty 2361.037308 = -133876.428877
  nChanged 47
		SP:Iteration 7Q (46351.030000 sec): 3 clusters
  Score: Raw -136300.875949 + Penalty 2361.037308 = -133939.838641
  nChanged 37
		SP:Iteration 8Q (46351.060000 sec): 3 clusters
  Score: Raw -136335.549312 + Penalty 2361.037308 = -133974.512004
  nChanged 21
		SP:Iteration 9Q (46351.090000 sec): 3 clusters
  Score: Raw -136353.450993 + Penalty 2361.037308 = -133992.413685
  nChanged 11
		SP:Iteration 10Q (46351.130000 sec): 3 clusters
  Score: Raw -136366.490056 + Penalty 2361.037308 = -134005.452748
  nChanged 8
		SP:Iteration 11Q (46351.160000 sec): 3 clusters
  Score: Raw -136373.464188 + Penalty 2361.037308 = -134012.426881
  nChanged 5
		SP:Iteration 12Q (46351.190000 sec): 3 clusters
  Score: Raw -136376.791536 + Penalty 2361.037308 = -134015.754228
  nChanged 4
		SP:Iteration 13Q (46351.230000 sec): 3 clusters
  Score: Raw -136379.118063 + Penalty 2361.037308 = -134018.080755
  nChanged 4
		SP:Iteration 14Q (46351.260000 sec): 3 clusters
  Score: Raw -136380.905801 + Penalty 2361.037308 = -134019.868493
  nChanged 3
		SP:Iteration 15Q (46351.290000 sec): 3 clusters
  Score: Raw -136383.869321 + Penalty 2361.037308 = -134022.832013
  nChanged 2
		SP:Iteration 16Q (46351.330000 sec): 3 clusters
  Score: Raw -136385.072756 + Penalty 2361.037308 = -134024.035448
  nChanged 2
		SP:Iteration 17Q (46351.360000 sec): 3 clusters
  Score: Raw -136385.838111 + Penalty 2361.037308 = -134024.800803
  nChanged 0
		SP:Iteration 18F (46351.390000 sec): 3 clusters
  Score: Raw -136385.838111 + Penalty 2361.037308 = -134024.800803
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (4321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46351.540000 sec): 2 clusters
  Score: Raw -339782.119589 + Penalty 1360.326847 = -338421.792742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46351.780000 sec): 3 clusters
  Score: Raw -337596.860443 + Penalty 2720.653694 = -334876.206749
  nChanged 1705
		SP:Iteration 1F (46351.950000 sec): 3 clusters
  Score: Raw -338704.793772 + Penalty 2720.653694 = -335984.140078
  nChanged 393
		SP:Iteration 2F (46352.110000 sec): 3 clusters
  Score: Raw -339007.865946 + Penalty 2720.653694 = -336287.212252
  nChanged 312
		SP:Iteration 3F (46352.280000 sec): 3 clusters
  Score: Raw -339250.795647 + Penalty 2720.653694 = -336530.141952
  nChanged 253
		SP:Iteration 4F (46352.460000 sec): 3 clusters
  Score: Raw -339465.251710 + Penalty 2720.653694 = -336744.598016
  nChanged 230
		SP:Iteration 5F (46352.630000 sec): 3 clusters
  Score: Raw -339648.415254 + Penalty 2720.653694 = -336927.761560
  nChanged 174
		SP:Iteration 6Q (46352.810000 sec): 3 clusters
  Score: Raw -339802.193611 + Penalty 2720.653694 = -337081.539917
  nChanged 151
		SP:Iteration 7Q (46352.990000 sec): 3 clusters
  Score: Raw -339924.524224 + Penalty 2720.653694 = -337203.870530
  nChanged 120
		SP:Iteration 8Q (46353.160000 sec): 3 clusters
  Score: Raw -340021.782077 + Penalty 2720.653694 = -337301.128383
  nChanged 100
		SP:Iteration 9Q (46353.340000 sec): 3 clusters
  Score: Raw -340096.320992 + Penalty 2720.653694 = -337375.667298
  nChanged 81
		SP:Iteration 10Q (46353.510000 sec): 3 clusters
  Score: Raw -340147.891016 + Penalty 2720.653694 = -337427.237322
  nChanged 59
		SP:Iteration 11Q (46353.690000 sec): 3 clusters
  Score: Raw -340183.408874 + Penalty 2720.653694 = -337462.755180
  nChanged 33
		SP:Iteration 12Q (46353.870000 sec): 3 clusters
  Score: Raw -340200.532239 + Penalty 2720.653694 = -337479.878545
  nChanged 27
		SP:Iteration 13Q (46354.040000 sec): 3 clusters
  Score: Raw -340211.623460 + Penalty 2720.653694 = -337490.969765
  nChanged 20
		SP:Iteration 14Q (46354.260000 sec): 3 clusters
  Score: Raw -340218.252590 + Penalty 2720.653694 = -337497.598896
  nChanged 17
		SP:Iteration 15Q (46354.440000 sec): 3 clusters
  Score: Raw -340226.135446 + Penalty 2720.653694 = -337505.481752
  nChanged 21
		SP:Iteration 16Q (46354.610000 sec): 3 clusters
  Score: Raw -340231.396082 + Penalty 2720.653694 = -337510.742388
  nChanged 7
		SP:Iteration 17Q (46354.790000 sec): 3 clusters
  Score: Raw -340234.181297 + Penalty 2720.653694 = -337513.527603
  nChanged 5
		SP:Iteration 18Q (46354.960000 sec): 3 clusters
  Score: Raw -340236.015186 + Penalty 2720.653694 = -337515.361491
  nChanged 9
		SP:Iteration 19Q (46355.140000 sec): 3 clusters
  Score: Raw -340241.122894 + Penalty 2720.653694 = -337520.469200
  nChanged 10
		SP:Iteration 20F (46355.310000 sec): 3 clusters
  Score: Raw -340244.801587 + Penalty 2720.653694 = -337524.147893
  nChanged 4
		SP:Iteration 21Q (46355.490000 sec): 3 clusters
  Score: Raw -340246.199709 + Penalty 2720.653694 = -337525.546015
  nChanged 4
		SP:Iteration 22Q (46355.670000 sec): 3 clusters
  Score: Raw -340247.770756 + Penalty 2720.653694 = -337527.117062
  nChanged 3
		SP:Iteration 23Q (46355.840000 sec): 3 clusters
  Score: Raw -340249.247544 + Penalty 2720.653694 = -337528.593850
  nChanged 5
		SP:Iteration 24Q (46356.020000 sec): 3 clusters
  Score: Raw -340251.971990 + Penalty 2720.653694 = -337531.318296
  nChanged 10
		SP:Iteration 25Q (46356.190000 sec): 3 clusters
  Score: Raw -340256.456845 + Penalty 2720.653694 = -337535.803151
  nChanged 10
		SP:Iteration 26Q (46356.370000 sec): 3 clusters
  Score: Raw -340261.204707 + Penalty 2720.653694 = -337540.551013
  nChanged 7
		SP:Iteration 27Q (46356.550000 sec): 3 clusters
  Score: Raw -340264.051617 + Penalty 2720.653694 = -337543.397923
  nChanged 7
		SP:Iteration 28Q (46356.720000 sec): 3 clusters
  Score: Raw -340268.077414 + Penalty 2720.653694 = -337547.423720
  nChanged 7
		SP:Iteration 29Q (46356.900000 sec): 3 clusters
  Score: Raw -340272.102934 + Penalty 2720.653694 = -337551.449240
  nChanged 10
		SP:Iteration 30Q (46357.070000 sec): 3 clusters
  Score: Raw -340277.701777 + Penalty 2720.653694 = -337557.048083
  nChanged 12
		SP:Iteration 31Q (46357.250000 sec): 3 clusters
  Score: Raw -340283.814959 + Penalty 2720.653694 = -337563.161264
  nChanged 11
		SP:Iteration 32Q (46357.430000 sec): 3 clusters
  Score: Raw -340287.197416 + Penalty 2720.653694 = -337566.543722
  nChanged 9
		SP:Iteration 33Q (46357.600000 sec): 3 clusters
  Score: Raw -340291.020963 + Penalty 2720.653694 = -337570.367269
  nChanged 11
		SP:Iteration 34Q (46357.780000 sec): 3 clusters
  Score: Raw -340295.674631 + Penalty 2720.653694 = -337575.020937
  nChanged 9
		SP:Iteration 35Q (46357.960000 sec): 3 clusters
  Score: Raw -340300.522312 + Penalty 2720.653694 = -337579.868618
  nChanged 9
		SP:Iteration 36Q (46358.130000 sec): 3 clusters
  Score: Raw -340305.828014 + Penalty 2720.653694 = -337585.174320
  nChanged 13
		SP:Iteration 37Q (46358.310000 sec): 3 clusters
  Score: Raw -340313.199188 + Penalty 2720.653694 = -337592.545494
  nChanged 18
		SP:Iteration 38Q (46358.480000 sec): 3 clusters
  Score: Raw -340322.288330 + Penalty 2720.653694 = -337601.634636
  nChanged 18
		SP:Iteration 39Q (46358.660000 sec): 3 clusters
  Score: Raw -340332.090634 + Penalty 2720.653694 = -337611.436939
  nChanged 13
		SP:Iteration 40F (46358.840000 sec): 3 clusters
  Score: Raw -340338.859504 + Penalty 2720.653694 = -337618.205810
  nChanged 12
		SP:Iteration 41Q (46359.010000 sec): 3 clusters
  Score: Raw -340346.483393 + Penalty 2720.653694 = -337625.829699
  nChanged 10
		SP:Iteration 42Q (46359.190000 sec): 3 clusters
  Score: Raw -340354.667359 + Penalty 2720.653694 = -337634.013664
  nChanged 12
		SP:Iteration 43Q (46359.360000 sec): 3 clusters
  Score: Raw -340359.888816 + Penalty 2720.653694 = -337639.235121
  nChanged 8
		SP:Iteration 44Q (46359.540000 sec): 3 clusters
  Score: Raw -340363.614475 + Penalty 2720.653694 = -337642.960781
  nChanged 3
		SP:Iteration 45Q (46359.720000 sec): 3 clusters
  Score: Raw -340364.989273 + Penalty 2720.653694 = -337644.335579
  nChanged 5
		SP:Iteration 46Q (46359.890000 sec): 3 clusters
  Score: Raw -340368.973980 + Penalty 2720.653694 = -337648.320286
  nChanged 7
		SP:Iteration 47Q (46360.070000 sec): 3 clusters
  Score: Raw -340373.310989 + Penalty 2720.653694 = -337652.657294
  nChanged 7
		SP:Iteration 48Q (46360.240000 sec): 3 clusters
  Score: Raw -340376.554095 + Penalty 2720.653694 = -337655.900400
  nChanged 6
		SP:Iteration 49Q (46360.420000 sec): 3 clusters
  Score: Raw -340381.504183 + Penalty 2720.653694 = -337660.850489
  nChanged 8
		SP:Iteration 50Q (46360.590000 sec): 3 clusters
  Score: Raw -340384.743562 + Penalty 2720.653694 = -337664.089868
  nChanged 5
		SP:Iteration 51Q (46360.770000 sec): 3 clusters
  Score: Raw -340386.039411 + Penalty 2720.653694 = -337665.385717
  nChanged 2
		SP:Iteration 52Q (46360.940000 sec): 3 clusters
  Score: Raw -340386.910925 + Penalty 2720.653694 = -337666.257231
  nChanged 2
		SP:Iteration 53Q (46361.120000 sec): 3 clusters
  Score: Raw -340387.854407 + Penalty 2720.653694 = -337667.200713
  nChanged 0
		SP:Iteration 54F (46361.300000 sec): 3 clusters
  Score: Raw -340387.854407 + Penalty 2720.653694 = -337667.200713
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (7688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46361.410000 sec): 2 clusters
  Score: Raw -621078.737675 + Penalty 1453.955092 = -619624.782583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46361.630000 sec): 3 clusters
  Score: Raw -616899.620446 + Penalty 2907.910184 = -613991.710262
  nChanged 3269
		SP:Iteration 1F (46361.830000 sec): 3 clusters
  Score: Raw -618911.979878 + Penalty 2907.910184 = -616004.069694
  nChanged 608
		SP:Iteration 2F (46362.020000 sec): 3 clusters
  Score: Raw -619361.850110 + Penalty 2907.910184 = -616453.939926
  nChanged 545
		SP:Iteration 3F (46362.230000 sec): 3 clusters
  Score: Raw -619772.458950 + Penalty 2907.910184 = -616864.548766
  nChanged 469
		SP:Iteration 4F (46362.470000 sec): 3 clusters
  Score: Raw -620145.075373 + Penalty 2907.910184 = -617237.165189
  nChanged 460
		SP:Iteration 5F (46362.660000 sec): 3 clusters
  Score: Raw -620471.376970 + Penalty 2907.910184 = -617563.466786
  nChanged 385
		SP:Iteration 6F (46362.860000 sec): 3 clusters
  Score: Raw -620710.286926 + Penalty 2907.910184 = -617802.376742
  nChanged 296
		SP:Iteration 7Q (46363.060000 sec): 3 clusters
  Score: Raw -620892.902345 + Penalty 2907.910184 = -617984.992161
  nChanged 216
		SP:Iteration 8Q (46363.260000 sec): 3 clusters
  Score: Raw -621000.247402 + Penalty 2907.910184 = -618092.337218
  nChanged 188
		SP:Iteration 9Q (46363.460000 sec): 3 clusters
  Score: Raw -621083.308814 + Penalty 2907.910184 = -618175.398630
  nChanged 151
		SP:Iteration 10Q (46363.660000 sec): 3 clusters
  Score: Raw -621143.389095 + Penalty 2907.910184 = -618235.478911
  nChanged 116
		SP:Iteration 11Q (46363.860000 sec): 3 clusters
  Score: Raw -621202.681257 + Penalty 2907.910184 = -618294.771073
  nChanged 105
		SP:Iteration 12Q (46364.050000 sec): 3 clusters
  Score: Raw -621252.202319 + Penalty 2907.910184 = -618344.292135
  nChanged 102
		SP:Iteration 13Q (46364.250000 sec): 3 clusters
  Score: Raw -621301.109101 + Penalty 2907.910184 = -618393.198917
  nChanged 91
		SP:Iteration 14Q (46364.450000 sec): 3 clusters
  Score: Raw -621341.347319 + Penalty 2907.910184 = -618433.437135
  nChanged 81
		SP:Iteration 15Q (46364.650000 sec): 3 clusters
  Score: Raw -621371.727785 + Penalty 2907.910184 = -618463.817601
  nChanged 66
		SP:Iteration 16Q (46364.840000 sec): 3 clusters
  Score: Raw -621393.784233 + Penalty 2907.910184 = -618485.874049
  nChanged 63
		SP:Iteration 17Q (46365.040000 sec): 3 clusters
  Score: Raw -621412.335094 + Penalty 2907.910184 = -618504.424910
  nChanged 47
		SP:Iteration 18Q (46365.240000 sec): 3 clusters
  Score: Raw -621427.100400 + Penalty 2907.910184 = -618519.190216
  nChanged 49
		SP:Iteration 19Q (46365.440000 sec): 3 clusters
  Score: Raw -621440.067060 + Penalty 2907.910184 = -618532.156876
  nChanged 41
		SP:Iteration 20F (46365.640000 sec): 3 clusters
  Score: Raw -621452.460759 + Penalty 2907.910184 = -618544.550575
  nChanged 51
		SP:Iteration 21Q (46365.840000 sec): 3 clusters
  Score: Raw -621471.647179 + Penalty 2907.910184 = -618563.736995
  nChanged 56
		SP:Iteration 22Q (46366.040000 sec): 3 clusters
  Score: Raw -621492.639641 + Penalty 2907.910184 = -618584.729457
  nChanged 65
		SP:Iteration 23Q (46366.230000 sec): 3 clusters
  Score: Raw -621514.633554 + Penalty 2907.910184 = -618606.723370
  nChanged 58
		SP:Iteration 24Q (46366.430000 sec): 3 clusters
  Score: Raw -621534.478502 + Penalty 2907.910184 = -618626.568318
  nChanged 46
		SP:Iteration 25Q (46366.630000 sec): 3 clusters
  Score: Raw -621551.026121 + Penalty 2907.910184 = -618643.115937
  nChanged 51
		SP:Iteration 26Q (46366.740000 sec): 3 clusters
  Score: Raw -621574.640940 + Penalty 2907.910184 = -618666.730756
  nChanged 50
		SP:Iteration 27Q (46366.860000 sec): 3 clusters
  Score: Raw -621600.325984 + Penalty 2907.910184 = -618692.415800
  nChanged 58
		SP:Iteration 28Q (46366.970000 sec): 3 clusters
  Score: Raw -621636.090275 + Penalty 2907.910184 = -618728.180092
  nChanged 66
		SP:Iteration 29Q (46367.080000 sec): 3 clusters
  Score: Raw -621674.420465 + Penalty 2907.910184 = -618766.510281
  nChanged 64
		SP:Iteration 30Q (46367.190000 sec): 3 clusters
  Score: Raw -621703.473237 + Penalty 2907.910184 = -618795.563053
  nChanged 49
		SP:Iteration 31Q (46367.310000 sec): 3 clusters
  Score: Raw -621734.289062 + Penalty 2907.910184 = -618826.378878
  nChanged 50
		SP:Iteration 32Q (46367.420000 sec): 3 clusters
  Score: Raw -621760.045476 + Penalty 2907.910184 = -618852.135292
  nChanged 44
		SP:Iteration 33Q (46367.540000 sec): 3 clusters
  Score: Raw -621778.827849 + Penalty 2907.910184 = -618870.917665
  nChanged 35
		SP:Iteration 34Q (46367.650000 sec): 3 clusters
  Score: Raw -621793.797360 + Penalty 2907.910184 = -618885.887176
  nChanged 34
		SP:Iteration 35Q (46367.760000 sec): 3 clusters
  Score: Raw -621807.853817 + Penalty 2907.910184 = -618899.943633
  nChanged 31
		SP:Iteration 36Q (46367.870000 sec): 3 clusters
  Score: Raw -621822.421633 + Penalty 2907.910184 = -618914.511449
  nChanged 30
		SP:Iteration 37Q (46367.980000 sec): 3 clusters
  Score: Raw -621841.261214 + Penalty 2907.910184 = -618933.351030
  nChanged 41
		SP:Iteration 38Q (46368.100000 sec): 3 clusters
  Score: Raw -621860.103743 + Penalty 2907.910184 = -618952.193559
  nChanged 34
		SP:Iteration 39Q (46368.220000 sec): 3 clusters
  Score: Raw -621875.017073 + Penalty 2907.910184 = -618967.106889
  nChanged 30
		SP:Iteration 40F (46368.330000 sec): 3 clusters
  Score: Raw -621894.821483 + Penalty 2907.910184 = -618986.911299
  nChanged 43
		SP:Iteration 41Q (46368.520000 sec): 3 clusters
  Score: Raw -621919.459923 + Penalty 2907.910184 = -619011.549739
  nChanged 43
		SP:Iteration 42Q (46368.720000 sec): 3 clusters
  Score: Raw -621939.621584 + Penalty 2907.910184 = -619031.711400
  nChanged 36
		SP:Iteration 43Q (46368.920000 sec): 3 clusters
  Score: Raw -621951.145099 + Penalty 2907.910184 = -619043.234915
  nChanged 26
		SP:Iteration 44Q (46369.120000 sec): 3 clusters
  Score: Raw -621964.755011 + Penalty 2907.910184 = -619056.844827
  nChanged 30
		SP:Iteration 45Q (46369.310000 sec): 3 clusters
  Score: Raw -621978.588399 + Penalty 2907.910184 = -619070.678215
  nChanged 32
		SP:Iteration 46Q (46369.510000 sec): 3 clusters
  Score: Raw -621993.973333 + Penalty 2907.910184 = -619086.063149
  nChanged 32
		SP:Iteration 47Q (46369.710000 sec): 3 clusters
  Score: Raw -622008.533169 + Penalty 2907.910184 = -619100.622985
  nChanged 20
		SP:Iteration 48Q (46369.910000 sec): 3 clusters
  Score: Raw -622015.169755 + Penalty 2907.910184 = -619107.259571
  nChanged 10
		SP:Iteration 49Q (46370.110000 sec): 3 clusters
  Score: Raw -622019.221814 + Penalty 2907.910184 = -619111.311630
  nChanged 15
		SP:Iteration 50Q (46370.310000 sec): 3 clusters
  Score: Raw -622023.906222 + Penalty 2907.910184 = -619115.996038
  nChanged 22
		SP:Iteration 51Q (46370.510000 sec): 3 clusters
  Score: Raw -622033.185482 + Penalty 2907.910184 = -619125.275298
  nChanged 18
		SP:Iteration 52Q (46370.710000 sec): 3 clusters
  Score: Raw -622041.544306 + Penalty 2907.910184 = -619133.634122
  nChanged 24
		SP:Iteration 53Q (46370.910000 sec): 3 clusters
  Score: Raw -622051.422261 + Penalty 2907.910184 = -619143.512077
  nChanged 28
		SP:Iteration 54Q (46371.100000 sec): 3 clusters
  Score: Raw -622063.146919 + Penalty 2907.910184 = -619155.236735
  nChanged 32
		SP:Iteration 55Q (46371.300000 sec): 3 clusters
  Score: Raw -622075.868949 + Penalty 2907.910184 = -619167.958765
  nChanged 26
		SP:Iteration 56Q (46371.500000 sec): 3 clusters
  Score: Raw -622086.694427 + Penalty 2907.910184 = -619178.784243
  nChanged 23
		SP:Iteration 57Q (46371.700000 sec): 3 clusters
  Score: Raw -622096.906746 + Penalty 2907.910184 = -619188.996562
  nChanged 25
		SP:Iteration 58Q (46371.860000 sec): 3 clusters
  Score: Raw -622106.286589 + Penalty 2907.910184 = -619198.376405
  nChanged 16
		SP:Iteration 59Q (46372.050000 sec): 3 clusters
  Score: Raw -622113.622698 + Penalty 2907.910184 = -619205.712514
  nChanged 22
		SP:Iteration 60F (46372.250000 sec): 3 clusters
  Score: Raw -622124.135976 + Penalty 2907.910184 = -619216.225792
  nChanged 22
		SP:Iteration 61Q (46372.450000 sec): 3 clusters
  Score: Raw -622132.085787 + Penalty 2907.910184 = -619224.175603
  nChanged 20
		SP:Iteration 62Q (46372.650000 sec): 3 clusters
  Score: Raw -622141.543152 + Penalty 2907.910184 = -619233.632968
  nChanged 22
		SP:Iteration 63Q (46372.840000 sec): 3 clusters
  Score: Raw -622151.484734 + Penalty 2907.910184 = -619243.574550
  nChanged 27
		SP:Iteration 64Q (46373.040000 sec): 3 clusters
  Score: Raw -622164.876049 + Penalty 2907.910184 = -619256.965865
  nChanged 24
		SP:Iteration 65Q (46373.230000 sec): 3 clusters
  Score: Raw -622177.322313 + Penalty 2907.910184 = -619269.412129
  nChanged 26
		SP:Iteration 66Q (46373.410000 sec): 3 clusters
  Score: Raw -622189.169721 + Penalty 2907.910184 = -619281.259537
  nChanged 19
		SP:Iteration 67Q (46373.600000 sec): 3 clusters
  Score: Raw -622200.102393 + Penalty 2907.910184 = -619292.192209
  nChanged 31
		SP:Iteration 68Q (46373.780000 sec): 3 clusters
  Score: Raw -622224.970413 + Penalty 2907.910184 = -619317.060229
  nChanged 41
		SP:Iteration 69Q (46373.960000 sec): 3 clusters
  Score: Raw -622258.477081 + Penalty 2907.910184 = -619350.566897
  nChanged 41
		SP:Iteration 70Q (46374.140000 sec): 3 clusters
  Score: Raw -622277.470114 + Penalty 2907.910184 = -619369.559930
  nChanged 28
		SP:Iteration 71Q (46374.340000 sec): 3 clusters
  Score: Raw -622285.504486 + Penalty 2907.910184 = -619377.594302
  nChanged 21
		SP:Iteration 72Q (46374.540000 sec): 3 clusters
  Score: Raw -622292.506497 + Penalty 2907.910184 = -619384.596313
  nChanged 18
		SP:Iteration 73Q (46374.720000 sec): 3 clusters
  Score: Raw -622298.830140 + Penalty 2907.910184 = -619390.919956
  nChanged 20
		SP:Iteration 74Q (46374.840000 sec): 3 clusters
  Score: Raw -622306.529489 + Penalty 2907.910184 = -619398.619305
  nChanged 21
		SP:Iteration 75Q (46374.950000 sec): 3 clusters
  Score: Raw -622315.218801 + Penalty 2907.910184 = -619407.308617
  nChanged 18
		SP:Iteration 76Q (46375.060000 sec): 3 clusters
  Score: Raw -622321.150387 + Penalty 2907.910184 = -619413.240203
  nChanged 14
		SP:Iteration 77Q (46375.180000 sec): 3 clusters
  Score: Raw -622326.291150 + Penalty 2907.910184 = -619418.380966
  nChanged 17
		SP:Iteration 78Q (46375.290000 sec): 3 clusters
  Score: Raw -622331.703324 + Penalty 2907.910184 = -619423.793140
  nChanged 15
		SP:Iteration 79Q (46375.400000 sec): 3 clusters
  Score: Raw -622335.984147 + Penalty 2907.910184 = -619428.073963
  nChanged 5
		SP:Iteration 80F (46375.520000 sec): 3 clusters
  Score: Raw -622337.680677 + Penalty 2907.910184 = -619429.770493
  nChanged 5
		SP:Iteration 81Q (46375.630000 sec): 3 clusters
  Score: Raw -622339.847103 + Penalty 2907.910184 = -619431.936919
  nChanged 5
		SP:Iteration 82Q (46375.740000 sec): 3 clusters
  Score: Raw -622341.719225 + Penalty 2907.910184 = -619433.809041
  nChanged 8
		SP:Iteration 83Q (46375.860000 sec): 3 clusters
  Score: Raw -622345.172315 + Penalty 2907.910184 = -619437.262131
  nChanged 6
		SP:Iteration 84Q (46375.970000 sec): 3 clusters
  Score: Raw -622346.230598 + Penalty 2907.910184 = -619438.320414
  nChanged 4
		SP:Iteration 85Q (46376.150000 sec): 3 clusters
  Score: Raw -622347.190912 + Penalty 2907.910184 = -619439.280728
  nChanged 3
		SP:Iteration 86Q (46376.340000 sec): 3 clusters
  Score: Raw -622347.790400 + Penalty 2907.910184 = -619439.880216
  nChanged 2
		SP:Iteration 87Q (46376.540000 sec): 3 clusters
  Score: Raw -622347.999604 + Penalty 2907.910184 = -619440.089420
  nChanged 1
		SP:Iteration 88Q (46376.740000 sec): 3 clusters
  Score: Raw -622348.146997 + Penalty 2907.910184 = -619440.236813
  nChanged 1
		SP:Iteration 89Q (46376.940000 sec): 3 clusters
  Score: Raw -622348.303539 + Penalty 2907.910184 = -619440.393355
  nChanged 0
		SP:Iteration 90F (46377.140000 sec): 3 clusters
  Score: Raw -622348.303539 + Penalty 2907.910184 = -619440.393355
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (11953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46377.260000 sec): 2 clusters
  Score: Raw -1029139.351535 + Penalty 1525.669855 = -1027613.681680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46377.530000 sec): 3 clusters
  Score: Raw -1022249.222972 + Penalty 3051.339711 = -1019197.883261
  nChanged 5226
		SP:Iteration 1F (46377.740000 sec): 3 clusters
  Score: Raw -1025698.446766 + Penalty 3051.339711 = -1022647.107055
  nChanged 1064
		SP:Iteration 2F (46377.950000 sec): 3 clusters
  Score: Raw -1026566.215264 + Penalty 3051.339711 = -1023514.875553
  nChanged 929
		SP:Iteration 3F (46378.250000 sec): 3 clusters
  Score: Raw -1027281.937474 + Penalty 3051.339711 = -1024230.597763
  nChanged 838
		SP:Iteration 4F (46378.470000 sec): 3 clusters
  Score: Raw -1027889.783023 + Penalty 3051.339711 = -1024838.443312
  nChanged 718
		SP:Iteration 5F (46378.720000 sec): 3 clusters
  Score: Raw -1028320.774962 + Penalty 3051.339711 = -1025269.435251
  nChanged 525
		SP:Iteration 6Q (46378.970000 sec): 3 clusters
  Score: Raw -1028585.829073 + Penalty 3051.339711 = -1025534.489362
  nChanged 390
		SP:Iteration 7Q (46379.260000 sec): 3 clusters
  Score: Raw -1028797.883759 + Penalty 3051.339711 = -1025746.544048
  nChanged 365
		SP:Iteration 8Q (46379.520000 sec): 3 clusters
  Score: Raw -1028997.895227 + Penalty 3051.339711 = -1025946.555516
  nChanged 311
		SP:Iteration 9Q (46379.690000 sec): 3 clusters
  Score: Raw -1029174.619279 + Penalty 3051.339711 = -1026123.279568
  nChanged 268
		SP:Iteration 10Q (46379.940000 sec): 3 clusters
  Score: Raw -1029337.073151 + Penalty 3051.339711 = -1026285.733440
  nChanged 247
		SP:Iteration 11Q (46380.190000 sec): 3 clusters
  Score: Raw -1029492.134469 + Penalty 3051.339711 = -1026440.794758
  nChanged 246
		SP:Iteration 12Q (46380.400000 sec): 3 clusters
  Score: Raw -1029635.809865 + Penalty 3051.339711 = -1026584.470154
  nChanged 204
		SP:Iteration 13Q (46380.610000 sec): 3 clusters
  Score: Raw -1029743.567313 + Penalty 3051.339711 = -1026692.227602
  nChanged 170
		SP:Iteration 14Q (46380.820000 sec): 3 clusters
  Score: Raw -1029843.589523 + Penalty 3051.339711 = -1026792.249813
  nChanged 146
		SP:Iteration 15Q (46380.980000 sec): 3 clusters
  Score: Raw -1029938.996144 + Penalty 3051.339711 = -1026887.656433
  nChanged 125
		SP:Iteration 16Q (46381.200000 sec): 3 clusters
  Score: Raw -1030015.966052 + Penalty 3051.339711 = -1026964.626341
  nChanged 124
		SP:Iteration 17Q (46381.410000 sec): 3 clusters
  Score: Raw -1030088.671909 + Penalty 3051.339711 = -1027037.332198
  nChanged 103
		SP:Iteration 18Q (46381.620000 sec): 3 clusters
  Score: Raw -1030137.409171 + Penalty 3051.339711 = -1027086.069460
  nChanged 76
		SP:Iteration 19Q (46381.830000 sec): 3 clusters
  Score: Raw -1030166.006061 + Penalty 3051.339711 = -1027114.666350
  nChanged 65
		SP:Iteration 20F (46382.040000 sec): 3 clusters
  Score: Raw -1030186.722963 + Penalty 3051.339711 = -1027135.383252
  nChanged 44
		SP:Iteration 21Q (46382.250000 sec): 3 clusters
  Score: Raw -1030200.492892 + Penalty 3051.339711 = -1027149.153181
  nChanged 35
		SP:Iteration 22Q (46382.460000 sec): 3 clusters
  Score: Raw -1030209.581129 + Penalty 3051.339711 = -1027158.241419
  nChanged 27
		SP:Iteration 23Q (46382.670000 sec): 3 clusters
  Score: Raw -1030215.387200 + Penalty 3051.339711 = -1027164.047489
  nChanged 26
		SP:Iteration 24Q (46382.880000 sec): 3 clusters
  Score: Raw -1030220.914574 + Penalty 3051.339711 = -1027169.574863
  nChanged 20
		SP:Iteration 25Q (46383.080000 sec): 3 clusters
  Score: Raw -1030224.781459 + Penalty 3051.339711 = -1027173.441749
  nChanged 10
		SP:Iteration 26Q (46383.270000 sec): 3 clusters
  Score: Raw -1030226.050375 + Penalty 3051.339711 = -1027174.710664
  nChanged 9
		SP:Iteration 27Q (46383.480000 sec): 3 clusters
  Score: Raw -1030227.281017 + Penalty 3051.339711 = -1027175.941306
  nChanged 4
		SP:Iteration 28Q (46383.680000 sec): 3 clusters
  Score: Raw -1030227.884530 + Penalty 3051.339711 = -1027176.544819
  nChanged 3
		SP:Iteration 29Q (46383.890000 sec): 3 clusters
  Score: Raw -1030228.214973 + Penalty 3051.339711 = -1027176.875262
  nChanged 6
		SP:Iteration 30Q (46384.100000 sec): 3 clusters
  Score: Raw -1030229.220683 + Penalty 3051.339711 = -1027177.880972
  nChanged 7
		SP:Iteration 31Q (46384.310000 sec): 3 clusters
  Score: Raw -1030230.724043 + Penalty 3051.339711 = -1027179.384332
  nChanged 7
		SP:Iteration 32Q (46384.520000 sec): 3 clusters
  Score: Raw -1030231.735188 + Penalty 3051.339711 = -1027180.395477
  nChanged 11
		SP:Iteration 33Q (46384.730000 sec): 3 clusters
  Score: Raw -1030233.513482 + Penalty 3051.339711 = -1027182.173771
  nChanged 13
		SP:Iteration 34Q (46384.940000 sec): 3 clusters
  Score: Raw -1030235.338143 + Penalty 3051.339711 = -1027183.998432
  nChanged 10
		SP:Iteration 35Q (46385.150000 sec): 3 clusters
  Score: Raw -1030236.823191 + Penalty 3051.339711 = -1027185.483481
  nChanged 8
		SP:Iteration 36Q (46385.360000 sec): 3 clusters
  Score: Raw -1030237.925853 + Penalty 3051.339711 = -1027186.586142
  nChanged 5
		SP:Iteration 37Q (46385.560000 sec): 3 clusters
  Score: Raw -1030238.650436 + Penalty 3051.339711 = -1027187.310725
  nChanged 5
		SP:Iteration 38Q (46385.780000 sec): 3 clusters
  Score: Raw -1030239.169164 + Penalty 3051.339711 = -1027187.829453
  nChanged 3
		SP:Iteration 39Q (46385.980000 sec): 3 clusters
  Score: Raw -1030239.632876 + Penalty 3051.339711 = -1027188.293166
  nChanged 4
		SP:Iteration 40F (46386.190000 sec): 3 clusters
  Score: Raw -1030240.497034 + Penalty 3051.339711 = -1027189.157323
  nChanged 5
		SP:Iteration 41Q (46386.400000 sec): 3 clusters
  Score: Raw -1030241.225038 + Penalty 3051.339711 = -1027189.885327
  nChanged 3
		SP:Iteration 42Q (46386.620000 sec): 3 clusters
  Score: Raw -1030241.527369 + Penalty 3051.339711 = -1027190.187658
  nChanged 2
		SP:Iteration 43Q (46386.820000 sec): 3 clusters
  Score: Raw -1030242.035841 + Penalty 3051.339711 = -1027190.696130
  nChanged 3
		SP:Iteration 44Q (46387.030000 sec): 3 clusters
  Score: Raw -1030242.446065 + Penalty 3051.339711 = -1027191.106354
  nChanged 1
		SP:Iteration 45Q (46387.240000 sec): 3 clusters
  Score: Raw -1030242.532015 + Penalty 3051.339711 = -1027191.192304
  nChanged 2
		SP:Iteration 46Q (46387.450000 sec): 3 clusters
  Score: Raw -1030242.741602 + Penalty 3051.339711 = -1027191.401891
  nChanged 1
		SP:Iteration 47Q (46387.660000 sec): 3 clusters
  Score: Raw -1030242.811099 + Penalty 3051.339711 = -1027191.471389
  nChanged 0
		SP:Iteration 48F (46387.870000 sec): 3 clusters
  Score: Raw -1030242.811099 + Penalty 3051.339711 = -1027191.471389
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (5090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46387.960000 sec): 2 clusters
  Score: Raw -487972.962506 + Penalty 1386.942880 = -486586.019626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46388.130000 sec): 3 clusters
  Score: Raw -485305.773641 + Penalty 2773.885761 = -482531.887881
  nChanged 2052
		SP:Iteration 1F (46388.310000 sec): 3 clusters
  Score: Raw -486434.561485 + Penalty 2773.885761 = -483660.675724
  nChanged 354
		SP:Iteration 2F (46388.510000 sec): 3 clusters
  Score: Raw -486613.626085 + Penalty 2773.885761 = -483839.740324
  nChanged 246
		SP:Iteration 3Q (46388.680000 sec): 3 clusters
  Score: Raw -486725.658533 + Penalty 2773.885761 = -483951.772772
  nChanged 207
		SP:Iteration 4Q (46388.880000 sec): 3 clusters
  Score: Raw -486827.694916 + Penalty 2773.885761 = -484053.809155
  nChanged 179
		SP:Iteration 5Q (46389.050000 sec): 3 clusters
  Score: Raw -486900.792974 + Penalty 2773.885761 = -484126.907213
  nChanged 141
		SP:Iteration 6Q (46389.220000 sec): 3 clusters
  Score: Raw -486958.416452 + Penalty 2773.885761 = -484184.530691
  nChanged 139
		SP:Iteration 7Q (46389.400000 sec): 3 clusters
  Score: Raw -487019.283680 + Penalty 2773.885761 = -484245.397919
  nChanged 119
		SP:Iteration 8Q (46389.570000 sec): 3 clusters
  Score: Raw -487071.507073 + Penalty 2773.885761 = -484297.621313
  nChanged 123
		SP:Iteration 9Q (46389.740000 sec): 3 clusters
  Score: Raw -487120.876363 + Penalty 2773.885761 = -484346.990603
  nChanged 100
		SP:Iteration 10Q (46389.920000 sec): 3 clusters
  Score: Raw -487160.257692 + Penalty 2773.885761 = -484386.371932
  nChanged 100
		SP:Iteration 11Q (46390.100000 sec): 3 clusters
  Score: Raw -487204.500463 + Penalty 2773.885761 = -484430.614703
  nChanged 105
		SP:Iteration 12Q (46390.270000 sec): 3 clusters
  Score: Raw -487250.274322 + Penalty 2773.885761 = -484476.388562
  nChanged 122
		SP:Iteration 13Q (46390.450000 sec): 3 clusters
  Score: Raw -487308.148976 + Penalty 2773.885761 = -484534.263215
  nChanged 120
		SP:Iteration 14Q (46390.620000 sec): 3 clusters
  Score: Raw -487361.578252 + Penalty 2773.885761 = -484587.692491
  nChanged 102
		SP:Iteration 15Q (46390.790000 sec): 3 clusters
  Score: Raw -487397.070150 + Penalty 2773.885761 = -484623.184389
  nChanged 81
		SP:Iteration 16Q (46390.970000 sec): 3 clusters
  Score: Raw -487426.603742 + Penalty 2773.885761 = -484652.717982
  nChanged 64
		SP:Iteration 17Q (46391.140000 sec): 3 clusters
  Score: Raw -487447.578630 + Penalty 2773.885761 = -484673.692869
  nChanged 58
		SP:Iteration 18Q (46391.310000 sec): 3 clusters
  Score: Raw -487467.063728 + Penalty 2773.885761 = -484693.177968
  nChanged 54
		SP:Iteration 19Q (46391.470000 sec): 3 clusters
  Score: Raw -487486.486952 + Penalty 2773.885761 = -484712.601191
  nChanged 47
		SP:Iteration 20F (46391.630000 sec): 3 clusters
  Score: Raw -487500.973341 + Penalty 2773.885761 = -484727.087580
  nChanged 40
		SP:Iteration 21Q (46391.790000 sec): 3 clusters
  Score: Raw -487512.783113 + Penalty 2773.885761 = -484738.897353
  nChanged 44
		SP:Iteration 22Q (46391.950000 sec): 3 clusters
  Score: Raw -487524.629115 + Penalty 2773.885761 = -484750.743354
  nChanged 38
		SP:Iteration 23Q (46392.110000 sec): 3 clusters
  Score: Raw -487535.947820 + Penalty 2773.885761 = -484762.062060
  nChanged 33
		SP:Iteration 24Q (46392.290000 sec): 3 clusters
  Score: Raw -487546.983179 + Penalty 2773.885761 = -484773.097419
  nChanged 31
		SP:Iteration 25Q (46392.470000 sec): 3 clusters
  Score: Raw -487554.803741 + Penalty 2773.885761 = -484780.917980
  nChanged 26
		SP:Iteration 26Q (46392.640000 sec): 3 clusters
  Score: Raw -487562.263049 + Penalty 2773.885761 = -484788.377288
  nChanged 32
		SP:Iteration 27Q (46392.820000 sec): 3 clusters
  Score: Raw -487571.445757 + Penalty 2773.885761 = -484797.559997
  nChanged 33
		SP:Iteration 28Q (46392.990000 sec): 3 clusters
  Score: Raw -487579.141349 + Penalty 2773.885761 = -484805.255588
  nChanged 24
		SP:Iteration 29Q (46393.170000 sec): 3 clusters
  Score: Raw -487584.441185 + Penalty 2773.885761 = -484810.555425
  nChanged 21
		SP:Iteration 30Q (46393.340000 sec): 3 clusters
  Score: Raw -487589.622049 + Penalty 2773.885761 = -484815.736288
  nChanged 20
		SP:Iteration 31Q (46393.510000 sec): 3 clusters
  Score: Raw -487593.436361 + Penalty 2773.885761 = -484819.550600
  nChanged 15
		SP:Iteration 32Q (46393.690000 sec): 3 clusters
  Score: Raw -487595.974967 + Penalty 2773.885761 = -484822.089206
  nChanged 10
		SP:Iteration 33Q (46393.870000 sec): 3 clusters
  Score: Raw -487598.329418 + Penalty 2773.885761 = -484824.443657
  nChanged 8
		SP:Iteration 34Q (46394.040000 sec): 3 clusters
  Score: Raw -487599.857215 + Penalty 2773.885761 = -484825.971455
  nChanged 8
		SP:Iteration 35Q (46394.210000 sec): 3 clusters
  Score: Raw -487601.410200 + Penalty 2773.885761 = -484827.524439
  nChanged 11
		SP:Iteration 36Q (46394.390000 sec): 3 clusters
  Score: Raw -487604.654874 + Penalty 2773.885761 = -484830.769114
  nChanged 16
		SP:Iteration 37Q (46394.560000 sec): 3 clusters
  Score: Raw -487609.143667 + Penalty 2773.885761 = -484835.257906
  nChanged 15
		SP:Iteration 38Q (46394.740000 sec): 3 clusters
  Score: Raw -487612.024165 + Penalty 2773.885761 = -484838.138404
  nChanged 15
		SP:Iteration 39Q (46394.910000 sec): 3 clusters
  Score: Raw -487615.174079 + Penalty 2773.885761 = -484841.288318
  nChanged 15
		SP:Iteration 40F (46395.090000 sec): 3 clusters
  Score: Raw -487618.295972 + Penalty 2773.885761 = -484844.410211
  nChanged 15
		SP:Iteration 41Q (46395.260000 sec): 3 clusters
  Score: Raw -487620.853888 + Penalty 2773.885761 = -484846.968128
  nChanged 6
		SP:Iteration 42Q (46395.480000 sec): 3 clusters
  Score: Raw -487622.404210 + Penalty 2773.885761 = -484848.518449
  nChanged 6
		SP:Iteration 43Q (46395.650000 sec): 3 clusters
  Score: Raw -487623.699348 + Penalty 2773.885761 = -484849.813587
  nChanged 3
		SP:Iteration 44Q (46395.830000 sec): 3 clusters
  Score: Raw -487624.033192 + Penalty 2773.885761 = -484850.147432
  nChanged 1
		SP:Iteration 45Q (46395.970000 sec): 3 clusters
  Score: Raw -487624.104121 + Penalty 2773.885761 = -484850.218360
  nChanged 1
		SP:Iteration 46Q (46396.120000 sec): 3 clusters
  Score: Raw -487624.185250 + Penalty 2773.885761 = -484850.299489
  nChanged 0
		SP:Iteration 47F (46396.210000 sec): 3 clusters
  Score: Raw -487624.185250 + Penalty 2773.885761 = -484850.299489
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (8634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46396.310000 sec): 2 clusters
  Score: Raw -818278.508025 + Penalty 1472.812766 = -816805.695259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46396.470000 sec): 3 clusters
  Score: Raw -813509.866197 + Penalty 2945.625532 = -810564.240665
  nChanged 3685
		SP:Iteration 1F (46396.600000 sec): 3 clusters
  Score: Raw -815518.757688 + Penalty 2945.625532 = -812573.132156
  nChanged 488
		SP:Iteration 2F (46396.730000 sec): 3 clusters
  Score: Raw -815771.162182 + Penalty 2945.625532 = -812825.536650
  nChanged 442
		SP:Iteration 3F (46396.870000 sec): 3 clusters
  Score: Raw -815995.162188 + Penalty 2945.625532 = -813049.536656
  nChanged 410
		SP:Iteration 4Q (46397.100000 sec): 3 clusters
  Score: Raw -816197.117167 + Penalty 2945.625532 = -813251.491635
  nChanged 393
		SP:Iteration 5Q (46397.380000 sec): 3 clusters
  Score: Raw -816390.493340 + Penalty 2945.625532 = -813444.867808
  nChanged 381
		SP:Iteration 6Q (46397.530000 sec): 3 clusters
  Score: Raw -816602.283415 + Penalty 2945.625532 = -813656.657883
  nChanged 369
		SP:Iteration 7Q (46397.720000 sec): 3 clusters
  Score: Raw -816806.431437 + Penalty 2945.625532 = -813860.805905
  nChanged 377
		SP:Iteration 8Q (46397.910000 sec): 3 clusters
  Score: Raw -817029.772396 + Penalty 2945.625532 = -814084.146864
  nChanged 385
		SP:Iteration 9Q (46398.110000 sec): 3 clusters
  Score: Raw -817275.644381 + Penalty 2945.625532 = -814330.018849
  nChanged 369
		SP:Iteration 10Q (46398.310000 sec): 3 clusters
  Score: Raw -817518.456448 + Penalty 2945.625532 = -814572.830916
  nChanged 340
		SP:Iteration 11Q (46398.500000 sec): 3 clusters
  Score: Raw -817764.045647 + Penalty 2945.625532 = -814818.420115
  nChanged 268
		SP:Iteration 12Q (46398.700000 sec): 3 clusters
  Score: Raw -817951.548691 + Penalty 2945.625532 = -815005.923159
  nChanged 200
		SP:Iteration 13Q (46398.900000 sec): 3 clusters
  Score: Raw -818088.897370 + Penalty 2945.625532 = -815143.271837
  nChanged 129
		SP:Iteration 14Q (46399.030000 sec): 3 clusters
  Score: Raw -818175.991716 + Penalty 2945.625532 = -815230.366184
  nChanged 88
		SP:Iteration 15Q (46399.160000 sec): 3 clusters
  Score: Raw -818239.911402 + Penalty 2945.625532 = -815294.285869
  nChanged 64
		SP:Iteration 16Q (46399.370000 sec): 3 clusters
  Score: Raw -818285.303692 + Penalty 2945.625532 = -815339.678160
  nChanged 49
		SP:Iteration 17Q (46399.540000 sec): 3 clusters
  Score: Raw -818324.273902 + Penalty 2945.625532 = -815378.648370
  nChanged 44
		SP:Iteration 18Q (46399.660000 sec): 3 clusters
  Score: Raw -818360.025407 + Penalty 2945.625532 = -815414.399874
  nChanged 28
		SP:Iteration 19Q (46399.800000 sec): 3 clusters
  Score: Raw -818388.929598 + Penalty 2945.625532 = -815443.304066
  nChanged 26
		SP:Iteration 20F (46400.020000 sec): 3 clusters
  Score: Raw -818413.897741 + Penalty 2945.625532 = -815468.272208
  nChanged 17
		SP:Iteration 21Q (46400.210000 sec): 3 clusters
  Score: Raw -818430.234971 + Penalty 2945.625532 = -815484.609439
  nChanged 12
		SP:Iteration 22Q (46400.410000 sec): 3 clusters
  Score: Raw -818441.407000 + Penalty 2945.625532 = -815495.781468
  nChanged 11
		SP:Iteration 23Q (46400.610000 sec): 3 clusters
  Score: Raw -818451.058517 + Penalty 2945.625532 = -815505.432985
  nChanged 10
		SP:Iteration 24Q (46400.790000 sec): 3 clusters
  Score: Raw -818460.832105 + Penalty 2945.625532 = -815515.206573
  nChanged 9
		SP:Iteration 25Q (46400.990000 sec): 3 clusters
  Score: Raw -818468.780702 + Penalty 2945.625532 = -815523.155170
  nChanged 12
		SP:Iteration 26Q (46401.190000 sec): 3 clusters
  Score: Raw -818478.693206 + Penalty 2945.625532 = -815533.067673
  nChanged 11
		SP:Iteration 27Q (46401.380000 sec): 3 clusters
  Score: Raw -818492.252205 + Penalty 2945.625532 = -815546.626672
  nChanged 5
		SP:Iteration 28Q (46401.580000 sec): 3 clusters
  Score: Raw -818499.501418 + Penalty 2945.625532 = -815553.875886
  nChanged 10
		SP:Iteration 29Q (46401.750000 sec): 3 clusters
  Score: Raw -818506.394553 + Penalty 2945.625532 = -815560.769021
  nChanged 4
		SP:Iteration 30Q (46401.870000 sec): 3 clusters
  Score: Raw -818510.122851 + Penalty 2945.625532 = -815564.497319
  nChanged 4
		SP:Iteration 31Q (46402.080000 sec): 3 clusters
  Score: Raw -818512.968934 + Penalty 2945.625532 = -815567.343402
  nChanged 1
		SP:Iteration 32Q (46402.270000 sec): 3 clusters
  Score: Raw -818513.194808 + Penalty 2945.625532 = -815567.569276
  nChanged 0
		SP:Iteration 33F (46402.470000 sec): 3 clusters
  Score: Raw -818513.194808 + Penalty 2945.625532 = -815567.569276
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (3899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46402.580000 sec): 2 clusters
  Score: Raw -261249.150403 + Penalty 1343.627251 = -259905.523153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46402.760000 sec): 3 clusters
  Score: Raw -259443.255723 + Penalty 2687.254501 = -256756.001221
  nChanged 1509
		SP:Iteration 1F (46402.940000 sec): 3 clusters
  Score: Raw -260674.175922 + Penalty 2687.254501 = -257986.921421
  nChanged 395
		SP:Iteration 2F (46403.040000 sec): 3 clusters
  Score: Raw -261078.499963 + Penalty 2687.254501 = -258391.245461
  nChanged 289
		SP:Iteration 3F (46403.120000 sec): 3 clusters
  Score: Raw -261332.147980 + Penalty 2687.254501 = -258644.893479
  nChanged 226
		SP:Iteration 4F (46403.200000 sec): 3 clusters
  Score: Raw -261493.821072 + Penalty 2687.254501 = -258806.566571
  nChanged 160
		SP:Iteration 5Q (46403.270000 sec): 3 clusters
  Score: Raw -261604.503985 + Penalty 2687.254501 = -258917.249484
  nChanged 124
		SP:Iteration 6Q (46403.350000 sec): 3 clusters
  Score: Raw -261687.230101 + Penalty 2687.254501 = -258999.975600
  nChanged 92
		SP:Iteration 7Q (46403.430000 sec): 3 clusters
  Score: Raw -261735.701415 + Penalty 2687.254501 = -259048.446914
  nChanged 72
		SP:Iteration 8Q (46403.500000 sec): 3 clusters
  Score: Raw -261771.718187 + Penalty 2687.254501 = -259084.463686
  nChanged 49
		SP:Iteration 9Q (46403.580000 sec): 3 clusters
  Score: Raw -261789.627847 + Penalty 2687.254501 = -259102.373346
  nChanged 41
		SP:Iteration 10Q (46403.650000 sec): 3 clusters
  Score: Raw -261805.653660 + Penalty 2687.254501 = -259118.399158
  nChanged 29
		SP:Iteration 11Q (46403.730000 sec): 3 clusters
  Score: Raw -261816.425700 + Penalty 2687.254501 = -259129.171199
  nChanged 27
		SP:Iteration 12Q (46403.810000 sec): 3 clusters
  Score: Raw -261827.602602 + Penalty 2687.254501 = -259140.348101
  nChanged 32
		SP:Iteration 13Q (46403.880000 sec): 3 clusters
  Score: Raw -261839.327483 + Penalty 2687.254501 = -259152.072982
  nChanged 21
		SP:Iteration 14Q (46403.960000 sec): 3 clusters
  Score: Raw -261847.176131 + Penalty 2687.254501 = -259159.921630
  nChanged 27
		SP:Iteration 15Q (46404.030000 sec): 3 clusters
  Score: Raw -261855.635205 + Penalty 2687.254501 = -259168.380704
  nChanged 17
		SP:Iteration 16Q (46404.110000 sec): 3 clusters
  Score: Raw -261864.480008 + Penalty 2687.254501 = -259177.225507
  nChanged 19
		SP:Iteration 17Q (46404.190000 sec): 3 clusters
  Score: Raw -261872.759370 + Penalty 2687.254501 = -259185.504868
  nChanged 22
		SP:Iteration 18Q (46404.260000 sec): 3 clusters
  Score: Raw -261884.961308 + Penalty 2687.254501 = -259197.706806
  nChanged 28
		SP:Iteration 19Q (46404.340000 sec): 3 clusters
  Score: Raw -261896.782992 + Penalty 2687.254501 = -259209.528491
  nChanged 26
		SP:Iteration 20F (46404.410000 sec): 3 clusters
  Score: Raw -261906.424854 + Penalty 2687.254501 = -259219.170352
  nChanged 17
		SP:Iteration 21Q (46404.490000 sec): 3 clusters
  Score: Raw -261913.289303 + Penalty 2687.254501 = -259226.034801
  nChanged 16
		SP:Iteration 22Q (46404.570000 sec): 3 clusters
  Score: Raw -261920.578548 + Penalty 2687.254501 = -259233.324046
  nChanged 22
		SP:Iteration 23Q (46404.640000 sec): 3 clusters
  Score: Raw -261932.736600 + Penalty 2687.254501 = -259245.482099
  nChanged 22
		SP:Iteration 24Q (46404.720000 sec): 3 clusters
  Score: Raw -261942.995052 + Penalty 2687.254501 = -259255.740550
  nChanged 24
		SP:Iteration 25Q (46404.790000 sec): 3 clusters
  Score: Raw -261955.475757 + Penalty 2687.254501 = -259268.221255
  nChanged 26
		SP:Iteration 26Q (46404.870000 sec): 3 clusters
  Score: Raw -261964.443971 + Penalty 2687.254501 = -259277.189470
  nChanged 24
		SP:Iteration 27Q (46404.950000 sec): 3 clusters
  Score: Raw -261979.126387 + Penalty 2687.254501 = -259291.871885
  nChanged 26
		SP:Iteration 28Q (46405.020000 sec): 3 clusters
  Score: Raw -261991.173615 + Penalty 2687.254501 = -259303.919114
  nChanged 18
		SP:Iteration 29Q (46405.100000 sec): 3 clusters
  Score: Raw -261997.130047 + Penalty 2687.254501 = -259309.875546
  nChanged 12
		SP:Iteration 30Q (46405.170000 sec): 3 clusters
  Score: Raw -262002.855197 + Penalty 2687.254501 = -259315.600695
  nChanged 12
		SP:Iteration 31Q (46405.250000 sec): 3 clusters
  Score: Raw -262008.955043 + Penalty 2687.254501 = -259321.700542
  nChanged 18
		SP:Iteration 32Q (46405.330000 sec): 3 clusters
  Score: Raw -262018.819076 + Penalty 2687.254501 = -259331.564574
  nChanged 23
		SP:Iteration 33Q (46405.400000 sec): 3 clusters
  Score: Raw -262028.762895 + Penalty 2687.254501 = -259341.508394
  nChanged 23
		SP:Iteration 34Q (46405.480000 sec): 3 clusters
  Score: Raw -262036.659882 + Penalty 2687.254501 = -259349.405380
  nChanged 21
		SP:Iteration 35Q (46405.550000 sec): 3 clusters
  Score: Raw -262046.067028 + Penalty 2687.254501 = -259358.812526
  nChanged 17
		SP:Iteration 36Q (46405.630000 sec): 3 clusters
  Score: Raw -262052.336325 + Penalty 2687.254501 = -259365.081824
  nChanged 17
		SP:Iteration 37Q (46405.710000 sec): 3 clusters
  Score: Raw -262059.096038 + Penalty 2687.254501 = -259371.841536
  nChanged 22
		SP:Iteration 38Q (46405.780000 sec): 3 clusters
  Score: Raw -262068.001803 + Penalty 2687.254501 = -259380.747302
  nChanged 17
		SP:Iteration 39Q (46405.860000 sec): 3 clusters
  Score: Raw -262074.735580 + Penalty 2687.254501 = -259387.481078
  nChanged 21
		SP:Iteration 40F (46405.930000 sec): 3 clusters
  Score: Raw -262082.476314 + Penalty 2687.254501 = -259395.221813
  nChanged 18
		SP:Iteration 41Q (46406.150000 sec): 3 clusters
  Score: Raw -262087.608843 + Penalty 2687.254501 = -259400.354341
  nChanged 18
		SP:Iteration 42Q (46406.330000 sec): 3 clusters
  Score: Raw -262094.637406 + Penalty 2687.254501 = -259407.382905
  nChanged 17
		SP:Iteration 43Q (46406.510000 sec): 3 clusters
  Score: Raw -262100.052360 + Penalty 2687.254501 = -259412.797859
  nChanged 20
		SP:Iteration 44Q (46406.680000 sec): 3 clusters
  Score: Raw -262107.568456 + Penalty 2687.254501 = -259420.313954
  nChanged 17
		SP:Iteration 45Q (46406.860000 sec): 3 clusters
  Score: Raw -262112.476581 + Penalty 2687.254501 = -259425.222080
  nChanged 9
		SP:Iteration 46Q (46407.030000 sec): 3 clusters
  Score: Raw -262114.655085 + Penalty 2687.254501 = -259427.400583
  nChanged 7
		SP:Iteration 47Q (46407.210000 sec): 3 clusters
  Score: Raw -262117.851123 + Penalty 2687.254501 = -259430.596621
  nChanged 10
		SP:Iteration 48Q (46407.390000 sec): 3 clusters
  Score: Raw -262122.202453 + Penalty 2687.254501 = -259434.947952
  nChanged 7
		SP:Iteration 49Q (46407.560000 sec): 3 clusters
  Score: Raw -262124.262243 + Penalty 2687.254501 = -259437.007742
  nChanged 3
		SP:Iteration 50Q (46407.740000 sec): 3 clusters
  Score: Raw -262124.908567 + Penalty 2687.254501 = -259437.654065
  nChanged 1
		SP:Iteration 51Q (46407.910000 sec): 3 clusters
  Score: Raw -262125.409630 + Penalty 2687.254501 = -259438.155128
  nChanged 3
		SP:Iteration 52Q (46408.090000 sec): 3 clusters
  Score: Raw -262126.332673 + Penalty 2687.254501 = -259439.078171
  nChanged 2
		SP:Iteration 53Q (46408.270000 sec): 3 clusters
  Score: Raw -262128.291187 + Penalty 2687.254501 = -259441.036686
  nChanged 4
		SP:Iteration 54Q (46408.440000 sec): 3 clusters
  Score: Raw -262129.542279 + Penalty 2687.254501 = -259442.287778
  nChanged 5
		SP:Iteration 55Q (46408.620000 sec): 3 clusters
  Score: Raw -262130.966740 + Penalty 2687.254501 = -259443.712238
  nChanged 5
		SP:Iteration 56Q (46408.790000 sec): 3 clusters
  Score: Raw -262133.076447 + Penalty 2687.254501 = -259445.821946
  nChanged 8
		SP:Iteration 57Q (46408.970000 sec): 3 clusters
  Score: Raw -262136.100320 + Penalty 2687.254501 = -259448.845819
  nChanged 6
		SP:Iteration 58Q (46409.150000 sec): 3 clusters
  Score: Raw -262137.896145 + Penalty 2687.254501 = -259450.641643
  nChanged 1
		SP:Iteration 59Q (46409.320000 sec): 3 clusters
  Score: Raw -262138.073821 + Penalty 2687.254501 = -259450.819320
  nChanged 1
		SP:Iteration 60F (46409.500000 sec): 3 clusters
  Score: Raw -262138.248978 + Penalty 2687.254501 = -259450.994476
  nChanged 1
		SP:Iteration 61Q (46409.670000 sec): 3 clusters
  Score: Raw -262138.876682 + Penalty 2687.254501 = -259451.622180
  nChanged 1
		SP:Iteration 62Q (46409.750000 sec): 3 clusters
  Score: Raw -262139.153304 + Penalty 2687.254501 = -259451.898803
  nChanged 2
		SP:Iteration 63Q (46409.820000 sec): 3 clusters
  Score: Raw -262139.813233 + Penalty 2687.254501 = -259452.558732
  nChanged 0
		SP:Iteration 64F (46409.900000 sec): 3 clusters
  Score: Raw -262139.813233 + Penalty 2687.254501 = -259452.558732
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46410.010000 sec): 2 clusters
  Score: Raw -333792.377438 + Penalty 1342.833445 = -332449.543992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46410.180000 sec): 3 clusters
  Score: Raw -331840.388940 + Penalty 2685.666891 = -329154.722049
  nChanged 1562
		SP:Iteration 1F (46410.360000 sec): 3 clusters
  Score: Raw -332933.850865 + Penalty 2685.666891 = -330248.183974
  nChanged 409
		SP:Iteration 2F (46410.540000 sec): 3 clusters
  Score: Raw -333355.960857 + Penalty 2685.666891 = -330670.293966
  nChanged 321
		SP:Iteration 3F (46410.710000 sec): 3 clusters
  Score: Raw -333661.013386 + Penalty 2685.666891 = -330975.346495
  nChanged 215
		SP:Iteration 4F (46410.890000 sec): 3 clusters
  Score: Raw -333831.738500 + Penalty 2685.666891 = -331146.071610
  nChanged 173
		SP:Iteration 5Q (46411.060000 sec): 3 clusters
  Score: Raw -333973.274582 + Penalty 2685.666891 = -331287.607692
  nChanged 137
		SP:Iteration 6Q (46411.240000 sec): 3 clusters
  Score: Raw -334069.681842 + Penalty 2685.666891 = -331384.014951
  nChanged 111
		SP:Iteration 7Q (46411.420000 sec): 3 clusters
  Score: Raw -334139.140236 + Penalty 2685.666891 = -331453.473345
  nChanged 88
		SP:Iteration 8Q (46411.590000 sec): 3 clusters
  Score: Raw -334188.552916 + Penalty 2685.666891 = -331502.886025
  nChanged 76
		SP:Iteration 9Q (46411.770000 sec): 3 clusters
  Score: Raw -334221.916336 + Penalty 2685.666891 = -331536.249445
  nChanged 51
		SP:Iteration 10Q (46411.870000 sec): 3 clusters
  Score: Raw -334241.946189 + Penalty 2685.666891 = -331556.279299
  nChanged 33
		SP:Iteration 11Q (46411.950000 sec): 3 clusters
  Score: Raw -334255.621482 + Penalty 2685.666891 = -331569.954592
  nChanged 21
		SP:Iteration 12Q (46412.020000 sec): 3 clusters
  Score: Raw -334264.228221 + Penalty 2685.666891 = -331578.561330
  nChanged 17
		SP:Iteration 13Q (46412.100000 sec): 3 clusters
  Score: Raw -334270.623816 + Penalty 2685.666891 = -331584.956926
  nChanged 14
		SP:Iteration 14Q (46412.180000 sec): 3 clusters
  Score: Raw -334275.707084 + Penalty 2685.666891 = -331590.040194
  nChanged 14
		SP:Iteration 15Q (46412.250000 sec): 3 clusters
  Score: Raw -334281.071299 + Penalty 2685.666891 = -331595.404408
  nChanged 13
		SP:Iteration 16Q (46412.330000 sec): 3 clusters
  Score: Raw -334287.373966 + Penalty 2685.666891 = -331601.707076
  nChanged 15
		SP:Iteration 17Q (46412.400000 sec): 3 clusters
  Score: Raw -334294.686874 + Penalty 2685.666891 = -331609.019984
  nChanged 20
		SP:Iteration 18Q (46412.480000 sec): 3 clusters
  Score: Raw -334303.732556 + Penalty 2685.666891 = -331618.065666
  nChanged 22
		SP:Iteration 19Q (46412.560000 sec): 3 clusters
  Score: Raw -334311.740595 + Penalty 2685.666891 = -331626.073704
  nChanged 22
		SP:Iteration 20F (46412.630000 sec): 3 clusters
  Score: Raw -334320.877229 + Penalty 2685.666891 = -331635.210338
  nChanged 18
		SP:Iteration 21Q (46412.710000 sec): 3 clusters
  Score: Raw -334330.344335 + Penalty 2685.666891 = -331644.677445
  nChanged 21
		SP:Iteration 22Q (46412.780000 sec): 3 clusters
  Score: Raw -334340.203573 + Penalty 2685.666891 = -331654.536682
  nChanged 18
		SP:Iteration 23Q (46412.860000 sec): 3 clusters
  Score: Raw -334348.485560 + Penalty 2685.666891 = -331662.818669
  nChanged 16
		SP:Iteration 24Q (46412.940000 sec): 3 clusters
  Score: Raw -334356.023871 + Penalty 2685.666891 = -331670.356980
  nChanged 12
		SP:Iteration 25Q (46413.010000 sec): 3 clusters
  Score: Raw -334360.447101 + Penalty 2685.666891 = -331674.780211
  nChanged 11
		SP:Iteration 26Q (46413.090000 sec): 3 clusters
  Score: Raw -334365.978392 + Penalty 2685.666891 = -331680.311501
  nChanged 20
		SP:Iteration 27Q (46413.160000 sec): 3 clusters
  Score: Raw -334379.551951 + Penalty 2685.666891 = -331693.885061
  nChanged 30
		SP:Iteration 28Q (46413.240000 sec): 3 clusters
  Score: Raw -334396.572811 + Penalty 2685.666891 = -331710.905921
  nChanged 38
		SP:Iteration 29Q (46413.320000 sec): 3 clusters
  Score: Raw -334414.865886 + Penalty 2685.666891 = -331729.198996
  nChanged 22
		SP:Iteration 30Q (46413.400000 sec): 3 clusters
  Score: Raw -334424.304120 + Penalty 2685.666891 = -331738.637230
  nChanged 18
		SP:Iteration 31Q (46413.470000 sec): 3 clusters
  Score: Raw -334430.058068 + Penalty 2685.666891 = -331744.391178
  nChanged 13
		SP:Iteration 32Q (46413.550000 sec): 3 clusters
  Score: Raw -334434.210766 + Penalty 2685.666891 = -331748.543876
  nChanged 14
		SP:Iteration 33Q (46413.620000 sec): 3 clusters
  Score: Raw -334438.408502 + Penalty 2685.666891 = -331752.741611
  nChanged 12
		SP:Iteration 34Q (46413.700000 sec): 3 clusters
  Score: Raw -334442.256653 + Penalty 2685.666891 = -331756.589763
  nChanged 8
		SP:Iteration 35Q (46413.780000 sec): 3 clusters
  Score: Raw -334444.149554 + Penalty 2685.666891 = -331758.482663
  nChanged 5
		SP:Iteration 36Q (46413.850000 sec): 3 clusters
  Score: Raw -334445.456613 + Penalty 2685.666891 = -331759.789723
  nChanged 7
		SP:Iteration 37Q (46413.930000 sec): 3 clusters
  Score: Raw -334447.596734 + Penalty 2685.666891 = -331761.929843
  nChanged 7
		SP:Iteration 38Q (46414.000000 sec): 3 clusters
  Score: Raw -334449.068931 + Penalty 2685.666891 = -331763.402040
  nChanged 6
		SP:Iteration 39Q (46414.080000 sec): 3 clusters
  Score: Raw -334451.201629 + Penalty 2685.666891 = -331765.534739
  nChanged 9
		SP:Iteration 40F (46414.160000 sec): 3 clusters
  Score: Raw -334453.555556 + Penalty 2685.666891 = -331767.888665
  nChanged 6
		SP:Iteration 41Q (46414.230000 sec): 3 clusters
  Score: Raw -334455.043585 + Penalty 2685.666891 = -331769.376695
  nChanged 3
		SP:Iteration 42Q (46414.310000 sec): 3 clusters
  Score: Raw -334455.688940 + Penalty 2685.666891 = -331770.022049
  nChanged 0
		SP:Iteration 43F (46414.390000 sec): 3 clusters
  Score: Raw -334455.688940 + Penalty 2685.666891 = -331770.022049
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (16282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46414.620000 sec): 2 clusters
  Score: Raw -1374326.456435 + Penalty 1575.895016 = -1372750.561419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46414.920000 sec): 3 clusters
  Score: Raw -1364703.229430 + Penalty 3151.790032 = -1361551.439398
  nChanged 7289
		SP:Iteration 1F (46415.220000 sec): 3 clusters
  Score: Raw -1369036.585161 + Penalty 3151.790032 = -1365884.795129
  nChanged 1197
		SP:Iteration 2F (46415.530000 sec): 3 clusters
  Score: Raw -1369779.440939 + Penalty 3151.790032 = -1366627.650907
  nChanged 1114
		SP:Iteration 3F (46415.840000 sec): 3 clusters
  Score: Raw -1370555.025703 + Penalty 3151.790032 = -1367403.235672
  nChanged 1109
		SP:Iteration 4F (46416.140000 sec): 3 clusters
  Score: Raw -1371295.615353 + Penalty 3151.790032 = -1368143.825321
  nChanged 946
		SP:Iteration 5F (46416.440000 sec): 3 clusters
  Score: Raw -1371821.952190 + Penalty 3151.790032 = -1368670.162159
  nChanged 765
		SP:Iteration 6Q (46416.750000 sec): 3 clusters
  Score: Raw -1372146.351508 + Penalty 3151.790032 = -1368994.561476
  nChanged 614
		SP:Iteration 7Q (46417.060000 sec): 3 clusters
  Score: Raw -1372405.932073 + Penalty 3151.790032 = -1369254.142041
  nChanged 511
		SP:Iteration 8Q (46417.360000 sec): 3 clusters
  Score: Raw -1372594.958911 + Penalty 3151.790032 = -1369443.168880
  nChanged 426
		SP:Iteration 9Q (46417.670000 sec): 3 clusters
  Score: Raw -1372733.350549 + Penalty 3151.790032 = -1369581.560517
  nChanged 354
		SP:Iteration 10Q (46417.970000 sec): 3 clusters
  Score: Raw -1372838.330744 + Penalty 3151.790032 = -1369686.540712
  nChanged 296
		SP:Iteration 11Q (46418.280000 sec): 3 clusters
  Score: Raw -1372931.382225 + Penalty 3151.790032 = -1369779.592194
  nChanged 266
		SP:Iteration 12Q (46418.580000 sec): 3 clusters
  Score: Raw -1373016.166677 + Penalty 3151.790032 = -1369864.376645
  nChanged 255
		SP:Iteration 13Q (46418.890000 sec): 3 clusters
  Score: Raw -1373098.865231 + Penalty 3151.790032 = -1369947.075199
  nChanged 282
		SP:Iteration 14Q (46419.200000 sec): 3 clusters
  Score: Raw -1373197.117460 + Penalty 3151.790032 = -1370045.327429
  nChanged 277
		SP:Iteration 15Q (46419.500000 sec): 3 clusters
  Score: Raw -1373300.426457 + Penalty 3151.790032 = -1370148.636425
  nChanged 290
		SP:Iteration 16Q (46419.810000 sec): 3 clusters
  Score: Raw -1373424.900947 + Penalty 3151.790032 = -1370273.110916
  nChanged 307
		SP:Iteration 17Q (46420.120000 sec): 3 clusters
  Score: Raw -1373558.408608 + Penalty 3151.790032 = -1370406.618576
  nChanged 343
		SP:Iteration 18Q (46420.420000 sec): 3 clusters
  Score: Raw -1373727.806859 + Penalty 3151.790032 = -1370576.016827
  nChanged 333
		SP:Iteration 19Q (46420.730000 sec): 3 clusters
  Score: Raw -1373883.510907 + Penalty 3151.790032 = -1370731.720876
  nChanged 291
		SP:Iteration 20F (46421.040000 sec): 3 clusters
  Score: Raw -1374003.723082 + Penalty 3151.790032 = -1370851.933050
  nChanged 247
		SP:Iteration 21Q (46421.340000 sec): 3 clusters
  Score: Raw -1374097.974033 + Penalty 3151.790032 = -1370946.184001
  nChanged 200
		SP:Iteration 22Q (46421.650000 sec): 3 clusters
  Score: Raw -1374172.250221 + Penalty 3151.790032 = -1371020.460190
  nChanged 190
		SP:Iteration 23Q (46421.960000 sec): 3 clusters
  Score: Raw -1374246.156963 + Penalty 3151.790032 = -1371094.366932
  nChanged 171
		SP:Iteration 24Q (46422.180000 sec): 3 clusters
  Score: Raw -1374313.822855 + Penalty 3151.790032 = -1371162.032823
  nChanged 150
		SP:Iteration 25Q (46422.380000 sec): 3 clusters
  Score: Raw -1374375.065704 + Penalty 3151.790032 = -1371223.275672
  nChanged 144
		SP:Iteration 26Q (46422.700000 sec): 3 clusters
  Score: Raw -1374426.901823 + Penalty 3151.790032 = -1371275.111792
  nChanged 140
		SP:Iteration 27Q (46422.970000 sec): 3 clusters
  Score: Raw -1374477.537629 + Penalty 3151.790032 = -1371325.747597
  nChanged 132
		SP:Iteration 28Q (46423.270000 sec): 3 clusters
  Score: Raw -1374518.943237 + Penalty 3151.790032 = -1371367.153205
  nChanged 107
		SP:Iteration 29Q (46423.590000 sec): 3 clusters
  Score: Raw -1374545.441250 + Penalty 3151.790032 = -1371393.651219
  nChanged 90
		SP:Iteration 30Q (46423.890000 sec): 3 clusters
  Score: Raw -1374563.135270 + Penalty 3151.790032 = -1371411.345238
  nChanged 69
		SP:Iteration 31Q (46424.200000 sec): 3 clusters
  Score: Raw -1374579.881757 + Penalty 3151.790032 = -1371428.091726
  nChanged 85
		SP:Iteration 32Q (46424.500000 sec): 3 clusters
  Score: Raw -1374599.750144 + Penalty 3151.790032 = -1371447.960112
  nChanged 69
		SP:Iteration 33Q (46424.800000 sec): 3 clusters
  Score: Raw -1374617.866159 + Penalty 3151.790032 = -1371466.076127
  nChanged 71
		SP:Iteration 34Q (46425.110000 sec): 3 clusters
  Score: Raw -1374635.656048 + Penalty 3151.790032 = -1371483.866016
  nChanged 68
		SP:Iteration 35Q (46425.420000 sec): 3 clusters
  Score: Raw -1374649.976543 + Penalty 3151.790032 = -1371498.186511
  nChanged 60
		SP:Iteration 36Q (46425.720000 sec): 3 clusters
  Score: Raw -1374661.921309 + Penalty 3151.790032 = -1371510.131277
  nChanged 50
		SP:Iteration 37Q (46426.020000 sec): 3 clusters
  Score: Raw -1374672.906892 + Penalty 3151.790032 = -1371521.116860
  nChanged 39
		SP:Iteration 38Q (46426.330000 sec): 3 clusters
  Score: Raw -1374680.540704 + Penalty 3151.790032 = -1371528.750672
  nChanged 31
		SP:Iteration 39Q (46426.630000 sec): 3 clusters
  Score: Raw -1374687.182051 + Penalty 3151.790032 = -1371535.392019
  nChanged 36
		SP:Iteration 40F (46426.940000 sec): 3 clusters
  Score: Raw -1374697.290867 + Penalty 3151.790032 = -1371545.500835
  nChanged 43
		SP:Iteration 41Q (46427.240000 sec): 3 clusters
  Score: Raw -1374708.691354 + Penalty 3151.790032 = -1371556.901322
  nChanged 37
		SP:Iteration 42Q (46427.540000 sec): 3 clusters
  Score: Raw -1374717.496131 + Penalty 3151.790032 = -1371565.706099
  nChanged 31
		SP:Iteration 43Q (46427.850000 sec): 3 clusters
  Score: Raw -1374725.792681 + Penalty 3151.790032 = -1371574.002649
  nChanged 33
		SP:Iteration 44Q (46428.150000 sec): 3 clusters
  Score: Raw -1374732.775451 + Penalty 3151.790032 = -1371580.985419
  nChanged 33
		SP:Iteration 45Q (46428.450000 sec): 3 clusters
  Score: Raw -1374740.046712 + Penalty 3151.790032 = -1371588.256680
  nChanged 33
		SP:Iteration 46Q (46428.760000 sec): 3 clusters
  Score: Raw -1374746.493003 + Penalty 3151.790032 = -1371594.702972
  nChanged 24
		SP:Iteration 47Q (46429.060000 sec): 3 clusters
  Score: Raw -1374750.891990 + Penalty 3151.790032 = -1371599.101959
  nChanged 20
		SP:Iteration 48Q (46429.360000 sec): 3 clusters
  Score: Raw -1374754.430362 + Penalty 3151.790032 = -1371602.640331
  nChanged 15
		SP:Iteration 49Q (46429.660000 sec): 3 clusters
  Score: Raw -1374757.199526 + Penalty 3151.790032 = -1371605.409495
  nChanged 14
		SP:Iteration 50Q (46429.950000 sec): 3 clusters
  Score: Raw -1374759.342245 + Penalty 3151.790032 = -1371607.552214
  nChanged 9
		SP:Iteration 51Q (46430.260000 sec): 3 clusters
  Score: Raw -1374760.964030 + Penalty 3151.790032 = -1371609.173998
  nChanged 8
		SP:Iteration 52Q (46430.540000 sec): 3 clusters
  Score: Raw -1374763.040317 + Penalty 3151.790032 = -1371611.250285
  nChanged 14
		SP:Iteration 53Q (46430.760000 sec): 3 clusters
  Score: Raw -1374765.208341 + Penalty 3151.790032 = -1371613.418309
  nChanged 12
		SP:Iteration 54Q (46430.980000 sec): 3 clusters
  Score: Raw -1374767.887646 + Penalty 3151.790032 = -1371616.097614
  nChanged 13
		SP:Iteration 55Q (46431.200000 sec): 3 clusters
  Score: Raw -1374770.021737 + Penalty 3151.790032 = -1371618.231705
  nChanged 10
		SP:Iteration 56Q (46431.430000 sec): 3 clusters
  Score: Raw -1374772.772452 + Penalty 3151.790032 = -1371620.982420
  nChanged 9
		SP:Iteration 57Q (46431.740000 sec): 3 clusters
  Score: Raw -1374775.015663 + Penalty 3151.790032 = -1371623.225631
  nChanged 11
		SP:Iteration 58Q (46432.010000 sec): 3 clusters
  Score: Raw -1374776.551544 + Penalty 3151.790032 = -1371624.761512
  nChanged 9
		SP:Iteration 59Q (46432.320000 sec): 3 clusters
  Score: Raw -1374778.713974 + Penalty 3151.790032 = -1371626.923942
  nChanged 9
		SP:Iteration 60F (46432.620000 sec): 3 clusters
  Score: Raw -1374780.248094 + Penalty 3151.790032 = -1371628.458062
  nChanged 6
		SP:Iteration 61Q (46432.920000 sec): 3 clusters
  Score: Raw -1374781.453518 + Penalty 3151.790032 = -1371629.663486
  nChanged 9
		SP:Iteration 62Q (46433.220000 sec): 3 clusters
  Score: Raw -1374782.518850 + Penalty 3151.790032 = -1371630.728819
  nChanged 10
		SP:Iteration 63Q (46433.530000 sec): 3 clusters
  Score: Raw -1374784.806889 + Penalty 3151.790032 = -1371633.016857
  nChanged 13
		SP:Iteration 64Q (46433.820000 sec): 3 clusters
  Score: Raw -1374786.503974 + Penalty 3151.790032 = -1371634.713942
  nChanged 6
		SP:Iteration 65Q (46434.100000 sec): 3 clusters
  Score: Raw -1374787.725330 + Penalty 3151.790032 = -1371635.935299
  nChanged 6
		SP:Iteration 66Q (46434.400000 sec): 3 clusters
  Score: Raw -1374788.859773 + Penalty 3151.790032 = -1371637.069741
  nChanged 5
		SP:Iteration 67Q (46434.710000 sec): 3 clusters
  Score: Raw -1374789.676555 + Penalty 3151.790032 = -1371637.886523
  nChanged 7
		SP:Iteration 68Q (46435.010000 sec): 3 clusters
  Score: Raw -1374791.160150 + Penalty 3151.790032 = -1371639.370119
  nChanged 12
		SP:Iteration 69Q (46435.310000 sec): 3 clusters
  Score: Raw -1374793.041646 + Penalty 3151.790032 = -1371641.251614
  nChanged 10
		SP:Iteration 70Q (46435.620000 sec): 3 clusters
  Score: Raw -1374794.672082 + Penalty 3151.790032 = -1371642.882051
  nChanged 10
		SP:Iteration 71Q (46435.930000 sec): 3 clusters
  Score: Raw -1374796.337725 + Penalty 3151.790032 = -1371644.547694
  nChanged 6
		SP:Iteration 72Q (46436.230000 sec): 3 clusters
  Score: Raw -1374797.473442 + Penalty 3151.790032 = -1371645.683410
  nChanged 5
		SP:Iteration 73Q (46436.530000 sec): 3 clusters
  Score: Raw -1374798.137436 + Penalty 3151.790032 = -1371646.347404
  nChanged 1
		SP:Iteration 74Q (46436.750000 sec): 3 clusters
  Score: Raw -1374798.157843 + Penalty 3151.790032 = -1371646.367811
  nChanged 1
		SP:Iteration 75Q (46437.060000 sec): 3 clusters
  Score: Raw -1374798.281838 + Penalty 3151.790032 = -1371646.491806
  nChanged 2
		SP:Iteration 76Q (46437.320000 sec): 3 clusters
  Score: Raw -1374798.842772 + Penalty 3151.790032 = -1371647.052741
  nChanged 3
		SP:Iteration 77Q (46437.630000 sec): 3 clusters
  Score: Raw -1374799.251555 + Penalty 3151.790032 = -1371647.461523
  nChanged 1
		SP:Iteration 78Q (46437.870000 sec): 3 clusters
  Score: Raw -1374799.332018 + Penalty 3151.790032 = -1371647.541987
  nChanged 2
		SP:Iteration 79Q (46438.190000 sec): 3 clusters
  Score: Raw -1374799.579383 + Penalty 3151.790032 = -1371647.789352
  nChanged 4
		SP:Iteration 80F (46438.500000 sec): 3 clusters
  Score: Raw -1374800.156754 + Penalty 3151.790032 = -1371648.366723
  nChanged 3
		SP:Iteration 81Q (46438.810000 sec): 3 clusters
  Score: Raw -1374800.417800 + Penalty 3151.790032 = -1371648.627768
  nChanged 1
		SP:Iteration 82Q (46439.120000 sec): 3 clusters
  Score: Raw -1374800.470891 + Penalty 3151.790032 = -1371648.680860
  nChanged 0
		SP:Iteration 83F (46439.370000 sec): 3 clusters
  Score: Raw -1374800.470891 + Penalty 3151.790032 = -1371648.680860
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46439.470000 sec): 2 clusters
  Score: Raw -60961.525396 + Penalty 1100.439528 = -59861.085869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46439.610000 sec): 3 clusters
  Score: Raw -60759.138686 + Penalty 2200.879056 = -58558.259630
  nChanged 289
		SP:Iteration 1F (46439.700000 sec): 3 clusters
  Score: Raw -61117.544154 + Penalty 2200.879056 = -58916.665098
  nChanged 75
		SP:Iteration 2F (46439.720000 sec): 3 clusters
  Score: Raw -61264.553899 + Penalty 2200.879056 = -59063.674844
  nChanged 54
		SP:Iteration 3F (46439.730000 sec): 3 clusters
  Score: Raw -61383.998323 + Penalty 2200.879056 = -59183.119267
  nChanged 54
		SP:Iteration 4F (46439.760000 sec): 3 clusters
  Score: Raw -61483.621830 + Penalty 2200.879056 = -59282.742774
  nChanged 39
		SP:Iteration 5Q (46439.780000 sec): 3 clusters
  Score: Raw -61551.750197 + Penalty 2200.879056 = -59350.871141
  nChanged 30
		SP:Iteration 6Q (46439.810000 sec): 3 clusters
  Score: Raw -61600.138463 + Penalty 2200.879056 = -59399.259407
  nChanged 21
		SP:Iteration 7Q (46439.830000 sec): 3 clusters
  Score: Raw -61632.829998 + Penalty 2200.879056 = -59431.950943
  nChanged 15
		SP:Iteration 8Q (46439.850000 sec): 3 clusters
  Score: Raw -61654.636215 + Penalty 2200.879056 = -59453.757159
  nChanged 9
		SP:Iteration 9Q (46439.880000 sec): 3 clusters
  Score: Raw -61667.844951 + Penalty 2200.879056 = -59466.965895
  nChanged 8
		SP:Iteration 10Q (46439.900000 sec): 3 clusters
  Score: Raw -61676.705046 + Penalty 2200.879056 = -59475.825991
  nChanged 3
		SP:Iteration 11Q (46439.930000 sec): 3 clusters
  Score: Raw -61679.569869 + Penalty 2200.879056 = -59478.690813
  nChanged 0
		SP:Iteration 12F (46439.950000 sec): 3 clusters
  Score: Raw -61679.569869 + Penalty 2200.879056 = -59478.690813
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (2249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46440.010000 sec): 2 clusters
  Score: Raw -188511.113675 + Penalty 1254.214155 = -187256.899521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46440.060000 sec): 3 clusters
  Score: Raw -187545.833657 + Penalty 2508.428309 = -185037.405348
  nChanged 844
		SP:Iteration 1F (46440.100000 sec): 3 clusters
  Score: Raw -188123.763174 + Penalty 2508.428309 = -185615.334864
  nChanged 186
		SP:Iteration 2F (46440.140000 sec): 3 clusters
  Score: Raw -188257.516456 + Penalty 2508.428309 = -185749.088146
  nChanged 108
		SP:Iteration 3Q (46440.190000 sec): 3 clusters
  Score: Raw -188342.164280 + Penalty 2508.428309 = -185833.735971
  nChanged 95
		SP:Iteration 4Q (46440.230000 sec): 3 clusters
  Score: Raw -188410.914902 + Penalty 2508.428309 = -185902.486592
  nChanged 65
		SP:Iteration 5Q (46440.270000 sec): 3 clusters
  Score: Raw -188461.310531 + Penalty 2508.428309 = -185952.882221
  nChanged 60
		SP:Iteration 6Q (46440.310000 sec): 3 clusters
  Score: Raw -188517.706345 + Penalty 2508.428309 = -186009.278036
  nChanged 62
		SP:Iteration 7Q (46440.350000 sec): 3 clusters
  Score: Raw -188579.261688 + Penalty 2508.428309 = -186070.833378
  nChanged 72
		SP:Iteration 8Q (46440.390000 sec): 3 clusters
  Score: Raw -188642.708303 + Penalty 2508.428309 = -186134.279994
  nChanged 70
		SP:Iteration 9Q (46440.440000 sec): 3 clusters
  Score: Raw -188699.783779 + Penalty 2508.428309 = -186191.355470
  nChanged 63
		SP:Iteration 10Q (46440.480000 sec): 3 clusters
  Score: Raw -188749.784638 + Penalty 2508.428309 = -186241.356329
  nChanged 47
		SP:Iteration 11Q (46440.520000 sec): 3 clusters
  Score: Raw -188789.506010 + Penalty 2508.428309 = -186281.077700
  nChanged 55
		SP:Iteration 12Q (46440.560000 sec): 3 clusters
  Score: Raw -188841.607061 + Penalty 2508.428309 = -186333.178751
  nChanged 48
		SP:Iteration 13Q (46440.600000 sec): 3 clusters
  Score: Raw -188881.887424 + Penalty 2508.428309 = -186373.459114
  nChanged 49
		SP:Iteration 14Q (46440.650000 sec): 3 clusters
  Score: Raw -188928.443759 + Penalty 2508.428309 = -186420.015449
  nChanged 46
		SP:Iteration 15Q (46440.690000 sec): 3 clusters
  Score: Raw -188965.664367 + Penalty 2508.428309 = -186457.236058
  nChanged 37
		SP:Iteration 16Q (46440.730000 sec): 3 clusters
  Score: Raw -188993.084113 + Penalty 2508.428309 = -186484.655803
  nChanged 33
		SP:Iteration 17Q (46440.770000 sec): 3 clusters
  Score: Raw -189018.585144 + Penalty 2508.428309 = -186510.156835
  nChanged 28
		SP:Iteration 18Q (46440.810000 sec): 3 clusters
  Score: Raw -189041.869315 + Penalty 2508.428309 = -186533.441006
  nChanged 35
		SP:Iteration 19Q (46440.850000 sec): 3 clusters
  Score: Raw -189065.830280 + Penalty 2508.428309 = -186557.401971
  nChanged 27
		SP:Iteration 20F (46440.890000 sec): 3 clusters
  Score: Raw -189089.274165 + Penalty 2508.428309 = -186580.845855
  nChanged 28
		SP:Iteration 21Q (46440.940000 sec): 3 clusters
  Score: Raw -189115.640466 + Penalty 2508.428309 = -186607.212156
  nChanged 16
		SP:Iteration 22Q (46440.980000 sec): 3 clusters
  Score: Raw -189128.909849 + Penalty 2508.428309 = -186620.481540
  nChanged 16
		SP:Iteration 23Q (46441.020000 sec): 3 clusters
  Score: Raw -189140.895055 + Penalty 2508.428309 = -186632.466746
  nChanged 15
		SP:Iteration 24Q (46441.060000 sec): 3 clusters
  Score: Raw -189152.415582 + Penalty 2508.428309 = -186643.987272
  nChanged 10
		SP:Iteration 25Q (46441.110000 sec): 3 clusters
  Score: Raw -189162.307614 + Penalty 2508.428309 = -186653.879304
  nChanged 11
		SP:Iteration 26Q (46441.150000 sec): 3 clusters
  Score: Raw -189171.962980 + Penalty 2508.428309 = -186663.534670
  nChanged 12
		SP:Iteration 27Q (46441.190000 sec): 3 clusters
  Score: Raw -189178.858893 + Penalty 2508.428309 = -186670.430583
  nChanged 7
		SP:Iteration 28Q (46441.230000 sec): 3 clusters
  Score: Raw -189182.603404 + Penalty 2508.428309 = -186674.175094
  nChanged 8
		SP:Iteration 29Q (46441.270000 sec): 3 clusters
  Score: Raw -189186.555547 + Penalty 2508.428309 = -186678.127238
  nChanged 5
		SP:Iteration 30Q (46441.310000 sec): 3 clusters
  Score: Raw -189189.416668 + Penalty 2508.428309 = -186680.988359
  nChanged 4
		SP:Iteration 31Q (46441.350000 sec): 3 clusters
  Score: Raw -189191.352260 + Penalty 2508.428309 = -186682.923950
  nChanged 2
		SP:Iteration 32Q (46441.400000 sec): 3 clusters
  Score: Raw -189192.125961 + Penalty 2508.428309 = -186683.697652
  nChanged 0
		SP:Iteration 33F (46441.440000 sec): 3 clusters
  Score: Raw -189192.125961 + Penalty 2508.428309 = -186683.697652
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (6015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46441.530000 sec): 2 clusters
  Score: Raw -487718.542329 + Penalty 1414.076890 = -486304.465440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46441.750000 sec): 3 clusters
  Score: Raw -484542.522488 + Penalty 2828.153779 = -481714.368709
  nChanged 2510
		SP:Iteration 1F (46441.920000 sec): 3 clusters
  Score: Raw -486048.210183 + Penalty 2828.153779 = -483220.056404
  nChanged 469
		SP:Iteration 2F (46442.090000 sec): 3 clusters
  Score: Raw -486345.354738 + Penalty 2828.153779 = -483517.200959
  nChanged 385
		SP:Iteration 3F (46442.250000 sec): 3 clusters
  Score: Raw -486597.323186 + Penalty 2828.153779 = -483769.169407
  nChanged 321
		SP:Iteration 4F (46442.420000 sec): 3 clusters
  Score: Raw -486823.363646 + Penalty 2828.153779 = -483995.209867
  nChanged 309
		SP:Iteration 5F (46442.590000 sec): 3 clusters
  Score: Raw -487042.733397 + Penalty 2828.153779 = -484214.579618
  nChanged 287
		SP:Iteration 6Q (46442.750000 sec): 3 clusters
  Score: Raw -487243.566732 + Penalty 2828.153779 = -484415.412953
  nChanged 261
		SP:Iteration 7Q (46442.920000 sec): 3 clusters
  Score: Raw -487423.945101 + Penalty 2828.153779 = -484595.791321
  nChanged 229
		SP:Iteration 8Q (46443.080000 sec): 3 clusters
  Score: Raw -487570.596541 + Penalty 2828.153779 = -484742.442762
  nChanged 198
		SP:Iteration 9Q (46443.250000 sec): 3 clusters
  Score: Raw -487699.438857 + Penalty 2828.153779 = -484871.285078
  nChanged 176
		SP:Iteration 10Q (46443.410000 sec): 3 clusters
  Score: Raw -487820.206605 + Penalty 2828.153779 = -484992.052826
  nChanged 160
		SP:Iteration 11Q (46443.580000 sec): 3 clusters
  Score: Raw -487923.798414 + Penalty 2828.153779 = -485095.644635
  nChanged 127
		SP:Iteration 12Q (46443.750000 sec): 3 clusters
  Score: Raw -488013.342811 + Penalty 2828.153779 = -485185.189032
  nChanged 117
		SP:Iteration 13Q (46443.910000 sec): 3 clusters
  Score: Raw -488088.407732 + Penalty 2828.153779 = -485260.253952
  nChanged 116
		SP:Iteration 14Q (46444.080000 sec): 3 clusters
  Score: Raw -488158.932119 + Penalty 2828.153779 = -485330.778340
  nChanged 93
		SP:Iteration 15Q (46444.250000 sec): 3 clusters
  Score: Raw -488221.401334 + Penalty 2828.153779 = -485393.247554
  nChanged 98
		SP:Iteration 16Q (46444.410000 sec): 3 clusters
  Score: Raw -488280.509012 + Penalty 2828.153779 = -485452.355233
  nChanged 91
		SP:Iteration 17Q (46444.580000 sec): 3 clusters
  Score: Raw -488338.473222 + Penalty 2828.153779 = -485510.319443
  nChanged 80
		SP:Iteration 18Q (46444.750000 sec): 3 clusters
  Score: Raw -488381.698262 + Penalty 2828.153779 = -485553.544483
  nChanged 74
		SP:Iteration 19Q (46444.960000 sec): 3 clusters
  Score: Raw -488418.697549 + Penalty 2828.153779 = -485590.543770
  nChanged 74
		SP:Iteration 20F (46445.120000 sec): 3 clusters
  Score: Raw -488452.359677 + Penalty 2828.153779 = -485624.205897
  nChanged 46
		SP:Iteration 21Q (46445.290000 sec): 3 clusters
  Score: Raw -488477.993789 + Penalty 2828.153779 = -485649.840010
  nChanged 41
		SP:Iteration 22Q (46445.450000 sec): 3 clusters
  Score: Raw -488495.560541 + Penalty 2828.153779 = -485667.406762
  nChanged 32
		SP:Iteration 23Q (46445.620000 sec): 3 clusters
  Score: Raw -488507.819047 + Penalty 2828.153779 = -485679.665268
  nChanged 38
		SP:Iteration 24Q (46445.790000 sec): 3 clusters
  Score: Raw -488524.540377 + Penalty 2828.153779 = -485696.386597
  nChanged 31
		SP:Iteration 25Q (46445.950000 sec): 3 clusters
  Score: Raw -488533.089115 + Penalty 2828.153779 = -485704.935336
  nChanged 22
		SP:Iteration 26Q (46446.120000 sec): 3 clusters
  Score: Raw -488540.072884 + Penalty 2828.153779 = -485711.919105
  nChanged 20
		SP:Iteration 27Q (46446.290000 sec): 3 clusters
  Score: Raw -488547.874101 + Penalty 2828.153779 = -485719.720321
  nChanged 22
		SP:Iteration 28Q (46446.450000 sec): 3 clusters
  Score: Raw -488554.061138 + Penalty 2828.153779 = -485725.907359
  nChanged 14
		SP:Iteration 29Q (46446.620000 sec): 3 clusters
  Score: Raw -488557.869924 + Penalty 2828.153779 = -485729.716145
  nChanged 21
		SP:Iteration 30Q (46446.830000 sec): 3 clusters
  Score: Raw -488564.671538 + Penalty 2828.153779 = -485736.517759
  nChanged 18
		SP:Iteration 31Q (46446.990000 sec): 3 clusters
  Score: Raw -488569.422199 + Penalty 2828.153779 = -485741.268419
  nChanged 12
		SP:Iteration 32Q (46447.160000 sec): 3 clusters
  Score: Raw -488573.546880 + Penalty 2828.153779 = -485745.393101
  nChanged 11
		SP:Iteration 33Q (46447.330000 sec): 3 clusters
  Score: Raw -488577.627550 + Penalty 2828.153779 = -485749.473771
  nChanged 9
		SP:Iteration 34Q (46447.520000 sec): 3 clusters
  Score: Raw -488580.026125 + Penalty 2828.153779 = -485751.872346
  nChanged 7
		SP:Iteration 35Q (46447.700000 sec): 3 clusters
  Score: Raw -488582.278553 + Penalty 2828.153779 = -485754.124774
  nChanged 6
		SP:Iteration 36Q (46447.870000 sec): 3 clusters
  Score: Raw -488583.672099 + Penalty 2828.153779 = -485755.518319
  nChanged 4
		SP:Iteration 37Q (46448.030000 sec): 3 clusters
  Score: Raw -488584.607736 + Penalty 2828.153779 = -485756.453957
  nChanged 2
		SP:Iteration 38Q (46448.200000 sec): 3 clusters
  Score: Raw -488584.902519 + Penalty 2828.153779 = -485756.748740
  nChanged 3
		SP:Iteration 39Q (46448.370000 sec): 3 clusters
  Score: Raw -488585.481379 + Penalty 2828.153779 = -485757.327600
  nChanged 5
		SP:Iteration 40F (46448.530000 sec): 3 clusters
  Score: Raw -488586.651705 + Penalty 2828.153779 = -485758.497925
  nChanged 4
		SP:Iteration 41Q (46448.700000 sec): 3 clusters
  Score: Raw -488587.527064 + Penalty 2828.153779 = -485759.373285
  nChanged 4
		SP:Iteration 42Q (46448.850000 sec): 3 clusters
  Score: Raw -488588.428255 + Penalty 2828.153779 = -485760.274476
  nChanged 3
		SP:Iteration 43Q (46449.040000 sec): 3 clusters
  Score: Raw -488588.765430 + Penalty 2828.153779 = -485760.611651
  nChanged 5
		SP:Iteration 44Q (46449.250000 sec): 3 clusters
  Score: Raw -488590.049427 + Penalty 2828.153779 = -485761.895648
  nChanged 3
		SP:Iteration 45Q (46449.370000 sec): 3 clusters
  Score: Raw -488591.301584 + Penalty 2828.153779 = -485763.147805
  nChanged 5
		SP:Iteration 46Q (46449.480000 sec): 3 clusters
  Score: Raw -488593.351246 + Penalty 2828.153779 = -485765.197467
  nChanged 6
		SP:Iteration 47Q (46449.570000 sec): 3 clusters
  Score: Raw -488594.514268 + Penalty 2828.153779 = -485766.360489
  nChanged 4
		SP:Iteration 48Q (46449.780000 sec): 3 clusters
  Score: Raw -488595.155973 + Penalty 2828.153779 = -485767.002194
  nChanged 2
		SP:Iteration 49Q (46449.940000 sec): 3 clusters
  Score: Raw -488595.509899 + Penalty 2828.153779 = -485767.356120
  nChanged 2
		SP:Iteration 50Q (46450.110000 sec): 3 clusters
  Score: Raw -488595.923822 + Penalty 2828.153779 = -485767.770042
  nChanged 1
		SP:Iteration 51Q (46450.270000 sec): 3 clusters
  Score: Raw -488596.078057 + Penalty 2828.153779 = -485767.924278
  nChanged 2
		SP:Iteration 52Q (46450.440000 sec): 3 clusters
  Score: Raw -488596.588137 + Penalty 2828.153779 = -485768.434358
  nChanged 0
		SP:Iteration 53F (46450.540000 sec): 3 clusters
  Score: Raw -488596.588137 + Penalty 2828.153779 = -485768.434358
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (7524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46450.650000 sec): 2 clusters
  Score: Raw -677064.412599 + Penalty 1450.451143 = -675613.961456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46450.850000 sec): 3 clusters
  Score: Raw -672948.710963 + Penalty 2900.902287 = -670047.808677
  nChanged 3221
		SP:Iteration 1F (46451.060000 sec): 3 clusters
  Score: Raw -675191.770702 + Penalty 2900.902287 = -672290.868415
  nChanged 768
		SP:Iteration 2F (46451.260000 sec): 3 clusters
  Score: Raw -675985.768306 + Penalty 2900.902287 = -673084.866019
  nChanged 664
		SP:Iteration 3F (46451.460000 sec): 3 clusters
  Score: Raw -676589.936123 + Penalty 2900.902287 = -673689.033836
  nChanged 556
		SP:Iteration 4F (46451.650000 sec): 3 clusters
  Score: Raw -676978.298282 + Penalty 2900.902287 = -674077.395995
  nChanged 374
		SP:Iteration 5Q (46451.850000 sec): 3 clusters
  Score: Raw -677200.628999 + Penalty 2900.902287 = -674299.726712
  nChanged 284
		SP:Iteration 6Q (46452.050000 sec): 3 clusters
  Score: Raw -677357.176817 + Penalty 2900.902287 = -674456.274530
  nChanged 219
		SP:Iteration 7Q (46452.260000 sec): 3 clusters
  Score: Raw -677461.324400 + Penalty 2900.902287 = -674560.422114
  nChanged 175
		SP:Iteration 8Q (46452.460000 sec): 3 clusters
  Score: Raw -677544.477374 + Penalty 2900.902287 = -674643.575087
  nChanged 145
		SP:Iteration 9Q (46452.660000 sec): 3 clusters
  Score: Raw -677594.939765 + Penalty 2900.902287 = -674694.037478
  nChanged 103
		SP:Iteration 10Q (46452.860000 sec): 3 clusters
  Score: Raw -677625.926771 + Penalty 2900.902287 = -674725.024484
  nChanged 81
		SP:Iteration 11Q (46453.060000 sec): 3 clusters
  Score: Raw -677645.039759 + Penalty 2900.902287 = -674744.137472
  nChanged 50
		SP:Iteration 12Q (46453.260000 sec): 3 clusters
  Score: Raw -677653.957864 + Penalty 2900.902287 = -674753.055577
  nChanged 48
		SP:Iteration 13Q (46453.460000 sec): 3 clusters
  Score: Raw -677663.098391 + Penalty 2900.902287 = -674762.196104
  nChanged 35
		SP:Iteration 14Q (46453.670000 sec): 3 clusters
  Score: Raw -677670.156187 + Penalty 2900.902287 = -674769.253901
  nChanged 33
		SP:Iteration 15Q (46453.870000 sec): 3 clusters
  Score: Raw -677675.550209 + Penalty 2900.902287 = -674774.647922
  nChanged 28
		SP:Iteration 16Q (46454.110000 sec): 3 clusters
  Score: Raw -677682.365044 + Penalty 2900.902287 = -674781.462757
  nChanged 38
		SP:Iteration 17Q (46454.270000 sec): 3 clusters
  Score: Raw -677692.845135 + Penalty 2900.902287 = -674791.942848
  nChanged 36
		SP:Iteration 18Q (46454.480000 sec): 3 clusters
  Score: Raw -677701.041422 + Penalty 2900.902287 = -674800.139135
  nChanged 34
		SP:Iteration 19Q (46454.680000 sec): 3 clusters
  Score: Raw -677709.249443 + Penalty 2900.902287 = -674808.347157
  nChanged 32
		SP:Iteration 20F (46454.800000 sec): 3 clusters
  Score: Raw -677719.545106 + Penalty 2900.902287 = -674818.642820
  nChanged 37
		SP:Iteration 21Q (46455.010000 sec): 3 clusters
  Score: Raw -677729.280109 + Penalty 2900.902287 = -674828.377822
  nChanged 41
		SP:Iteration 22Q (46455.200000 sec): 3 clusters
  Score: Raw -677735.890164 + Penalty 2900.902287 = -674834.987878
  nChanged 26
		SP:Iteration 23Q (46455.400000 sec): 3 clusters
  Score: Raw -677739.417097 + Penalty 2900.902287 = -674838.514810
  nChanged 27
		SP:Iteration 24Q (46455.600000 sec): 3 clusters
  Score: Raw -677743.614658 + Penalty 2900.902287 = -674842.712371
  nChanged 24
		SP:Iteration 25Q (46455.800000 sec): 3 clusters
  Score: Raw -677748.094069 + Penalty 2900.902287 = -674847.191782
  nChanged 25
		SP:Iteration 26Q (46456.040000 sec): 3 clusters
  Score: Raw -677752.401521 + Penalty 2900.902287 = -674851.499235
  nChanged 16
		SP:Iteration 27Q (46456.240000 sec): 3 clusters
  Score: Raw -677754.227542 + Penalty 2900.902287 = -674853.325255
  nChanged 13
		SP:Iteration 28Q (46456.440000 sec): 3 clusters
  Score: Raw -677755.858863 + Penalty 2900.902287 = -674854.956576
  nChanged 14
		SP:Iteration 29Q (46456.680000 sec): 3 clusters
  Score: Raw -677757.909323 + Penalty 2900.902287 = -674857.007036
  nChanged 15
		SP:Iteration 30Q (46456.890000 sec): 3 clusters
  Score: Raw -677761.368071 + Penalty 2900.902287 = -674860.465784
  nChanged 23
		SP:Iteration 31Q (46457.090000 sec): 3 clusters
  Score: Raw -677766.376022 + Penalty 2900.902287 = -674865.473735
  nChanged 23
		SP:Iteration 32Q (46457.290000 sec): 3 clusters
  Score: Raw -677773.524924 + Penalty 2900.902287 = -674872.622637
  nChanged 31
		SP:Iteration 33Q (46457.490000 sec): 3 clusters
  Score: Raw -677781.389233 + Penalty 2900.902287 = -674880.486946
  nChanged 34
		SP:Iteration 34Q (46457.690000 sec): 3 clusters
  Score: Raw -677788.259962 + Penalty 2900.902287 = -674887.357676
  nChanged 37
		SP:Iteration 35Q (46457.890000 sec): 3 clusters
  Score: Raw -677797.364589 + Penalty 2900.902287 = -674896.462302
  nChanged 31
		SP:Iteration 36Q (46458.090000 sec): 3 clusters
  Score: Raw -677803.243949 + Penalty 2900.902287 = -674902.341662
  nChanged 20
		SP:Iteration 37Q (46458.290000 sec): 3 clusters
  Score: Raw -677808.238348 + Penalty 2900.902287 = -674907.336061
  nChanged 28
		SP:Iteration 38Q (46458.490000 sec): 3 clusters
  Score: Raw -677815.278791 + Penalty 2900.902287 = -674914.376504
  nChanged 33
		SP:Iteration 39Q (46458.700000 sec): 3 clusters
  Score: Raw -677821.211962 + Penalty 2900.902287 = -674920.309675
  nChanged 27
		SP:Iteration 40F (46458.900000 sec): 3 clusters
  Score: Raw -677827.771889 + Penalty 2900.902287 = -674926.869602
  nChanged 27
		SP:Iteration 41Q (46459.100000 sec): 3 clusters
  Score: Raw -677834.444200 + Penalty 2900.902287 = -674933.541913
  nChanged 26
		SP:Iteration 42Q (46459.380000 sec): 3 clusters
  Score: Raw -677838.920877 + Penalty 2900.902287 = -674938.018590
  nChanged 19
		SP:Iteration 43Q (46459.550000 sec): 3 clusters
  Score: Raw -677842.306056 + Penalty 2900.902287 = -674941.403769
  nChanged 21
		SP:Iteration 44Q (46459.750000 sec): 3 clusters
  Score: Raw -677846.176983 + Penalty 2900.902287 = -674945.274696
  nChanged 17
		SP:Iteration 45Q (46459.940000 sec): 3 clusters
  Score: Raw -677850.871028 + Penalty 2900.902287 = -674949.968742
  nChanged 16
		SP:Iteration 46Q (46460.140000 sec): 3 clusters
  Score: Raw -677853.745094 + Penalty 2900.902287 = -674952.842807
  nChanged 12
		SP:Iteration 47Q (46460.340000 sec): 3 clusters
  Score: Raw -677855.140841 + Penalty 2900.902287 = -674954.238554
  nChanged 5
		SP:Iteration 48Q (46460.540000 sec): 3 clusters
  Score: Raw -677855.624340 + Penalty 2900.902287 = -674954.722053
  nChanged 6
		SP:Iteration 49Q (46460.740000 sec): 3 clusters
  Score: Raw -677856.476577 + Penalty 2900.902287 = -674955.574290
  nChanged 3
		SP:Iteration 50Q (46460.940000 sec): 3 clusters
  Score: Raw -677856.821726 + Penalty 2900.902287 = -674955.919439
  nChanged 2
		SP:Iteration 51Q (46461.140000 sec): 3 clusters
  Score: Raw -677856.965815 + Penalty 2900.902287 = -674956.063528
  nChanged 0
		SP:Iteration 52F (46461.340000 sec): 3 clusters
  Score: Raw -677856.965815 + Penalty 2900.902287 = -674956.063528
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (5439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46461.440000 sec): 2 clusters
  Score: Raw -461916.249602 + Penalty 1397.719456 = -460518.530146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46461.620000 sec): 3 clusters
  Score: Raw -459106.475461 + Penalty 2795.438912 = -456311.036549
  nChanged 2244
		SP:Iteration 1F (46461.790000 sec): 3 clusters
  Score: Raw -460814.154653 + Penalty 2795.438912 = -458018.715741
  nChanged 522
		SP:Iteration 2F (46461.970000 sec): 3 clusters
  Score: Raw -461363.554006 + Penalty 2795.438912 = -458568.115093
  nChanged 451
		SP:Iteration 3F (46462.140000 sec): 3 clusters
  Score: Raw -461740.374700 + Penalty 2795.438912 = -458944.935788
  nChanged 319
		SP:Iteration 4F (46462.310000 sec): 3 clusters
  Score: Raw -461968.383134 + Penalty 2795.438912 = -459172.944222
  nChanged 233
		SP:Iteration 5Q (46462.480000 sec): 3 clusters
  Score: Raw -462100.161957 + Penalty 2795.438912 = -459304.723045
  nChanged 191
		SP:Iteration 6Q (46462.650000 sec): 3 clusters
  Score: Raw -462189.753852 + Penalty 2795.438912 = -459394.314940
  nChanged 139
		SP:Iteration 7Q (46462.830000 sec): 3 clusters
  Score: Raw -462239.694522 + Penalty 2795.438912 = -459444.255610
  nChanged 104
		SP:Iteration 8Q (46463.000000 sec): 3 clusters
  Score: Raw -462277.833540 + Penalty 2795.438912 = -459482.394627
  nChanged 97
		SP:Iteration 9Q (46463.240000 sec): 3 clusters
  Score: Raw -462322.574717 + Penalty 2795.438912 = -459527.135805
  nChanged 91
		SP:Iteration 10Q (46463.430000 sec): 3 clusters
  Score: Raw -462362.166427 + Penalty 2795.438912 = -459566.727514
  nChanged 89
		SP:Iteration 11Q (46463.600000 sec): 3 clusters
  Score: Raw -462394.787323 + Penalty 2795.438912 = -459599.348410
  nChanged 80
		SP:Iteration 12Q (46463.770000 sec): 3 clusters
  Score: Raw -462426.121083 + Penalty 2795.438912 = -459630.682170
  nChanged 81
		SP:Iteration 13Q (46463.920000 sec): 3 clusters
  Score: Raw -462458.382617 + Penalty 2795.438912 = -459662.943704
  nChanged 86
		SP:Iteration 14Q (46464.090000 sec): 3 clusters
  Score: Raw -462490.410724 + Penalty 2795.438912 = -459694.971812
  nChanged 88
		SP:Iteration 15Q (46464.190000 sec): 3 clusters
  Score: Raw -462520.910999 + Penalty 2795.438912 = -459725.472087
  nChanged 78
		SP:Iteration 16Q (46464.370000 sec): 3 clusters
  Score: Raw -462550.718158 + Penalty 2795.438912 = -459755.279245
  nChanged 66
		SP:Iteration 17Q (46464.550000 sec): 3 clusters
  Score: Raw -462572.374218 + Penalty 2795.438912 = -459776.935305
  nChanged 67
		SP:Iteration 18Q (46464.720000 sec): 3 clusters
  Score: Raw -462590.192357 + Penalty 2795.438912 = -459794.753445
  nChanged 61
		SP:Iteration 19Q (46464.890000 sec): 3 clusters
  Score: Raw -462608.017457 + Penalty 2795.438912 = -459812.578545
  nChanged 63
		SP:Iteration 20F (46465.040000 sec): 3 clusters
  Score: Raw -462631.054035 + Penalty 2795.438912 = -459835.615123
  nChanged 58
		SP:Iteration 21Q (46465.130000 sec): 3 clusters
  Score: Raw -462649.874336 + Penalty 2795.438912 = -459854.435424
  nChanged 51
		SP:Iteration 22Q (46465.330000 sec): 3 clusters
  Score: Raw -462664.180648 + Penalty 2795.438912 = -459868.741735
  nChanged 44
		SP:Iteration 23Q (46465.540000 sec): 3 clusters
  Score: Raw -462676.478641 + Penalty 2795.438912 = -459881.039729
  nChanged 35
		SP:Iteration 24Q (46465.690000 sec): 3 clusters
  Score: Raw -462688.249157 + Penalty 2795.438912 = -459892.810244
  nChanged 37
		SP:Iteration 25Q (46465.870000 sec): 3 clusters
  Score: Raw -462700.853623 + Penalty 2795.438912 = -459905.414710
  nChanged 28
		SP:Iteration 26Q (46466.040000 sec): 3 clusters
  Score: Raw -462709.069263 + Penalty 2795.438912 = -459913.630351
  nChanged 25
		SP:Iteration 27Q (46466.210000 sec): 3 clusters
  Score: Raw -462715.238524 + Penalty 2795.438912 = -459919.799612
  nChanged 20
		SP:Iteration 28Q (46466.380000 sec): 3 clusters
  Score: Raw -462719.842203 + Penalty 2795.438912 = -459924.403291
  nChanged 16
		SP:Iteration 29Q (46466.550000 sec): 3 clusters
  Score: Raw -462724.207480 + Penalty 2795.438912 = -459928.768568
  nChanged 17
		SP:Iteration 30Q (46466.730000 sec): 3 clusters
  Score: Raw -462727.935310 + Penalty 2795.438912 = -459932.496398
  nChanged 15
		SP:Iteration 31Q (46466.900000 sec): 3 clusters
  Score: Raw -462732.656839 + Penalty 2795.438912 = -459937.217926
  nChanged 18
		SP:Iteration 32Q (46467.070000 sec): 3 clusters
  Score: Raw -462737.895342 + Penalty 2795.438912 = -459942.456430
  nChanged 25
		SP:Iteration 33Q (46467.240000 sec): 3 clusters
  Score: Raw -462746.159960 + Penalty 2795.438912 = -459950.721047
  nChanged 29
		SP:Iteration 34Q (46467.410000 sec): 3 clusters
  Score: Raw -462754.849602 + Penalty 2795.438912 = -459959.410690
  nChanged 29
		SP:Iteration 35Q (46467.590000 sec): 3 clusters
  Score: Raw -462766.230479 + Penalty 2795.438912 = -459970.791567
  nChanged 32
		SP:Iteration 36Q (46467.760000 sec): 3 clusters
  Score: Raw -462779.183339 + Penalty 2795.438912 = -459983.744426
  nChanged 35
		SP:Iteration 37Q (46467.930000 sec): 3 clusters
  Score: Raw -462795.313830 + Penalty 2795.438912 = -459999.874918
  nChanged 47
		SP:Iteration 38Q (46468.140000 sec): 3 clusters
  Score: Raw -462820.043815 + Penalty 2795.438912 = -460024.604903
  nChanged 43
		SP:Iteration 39Q (46468.320000 sec): 3 clusters
  Score: Raw -462843.579161 + Penalty 2795.438912 = -460048.140248
  nChanged 57
		SP:Iteration 40F (46468.490000 sec): 3 clusters
  Score: Raw -462876.165016 + Penalty 2795.438912 = -460080.726104
  nChanged 50
		SP:Iteration 41Q (46468.670000 sec): 3 clusters
  Score: Raw -462917.164138 + Penalty 2795.438912 = -460121.725225
  nChanged 62
		SP:Iteration 42Q (46468.830000 sec): 3 clusters
  Score: Raw -462965.898888 + Penalty 2795.438912 = -460170.459976
  nChanged 55
		SP:Iteration 43Q (46469.010000 sec): 3 clusters
  Score: Raw -463000.973966 + Penalty 2795.438912 = -460205.535054
  nChanged 60
		SP:Iteration 44Q (46469.180000 sec): 3 clusters
  Score: Raw -463039.015620 + Penalty 2795.438912 = -460243.576708
  nChanged 50
		SP:Iteration 45Q (46469.350000 sec): 3 clusters
  Score: Raw -463071.930580 + Penalty 2795.438912 = -460276.491668
  nChanged 39
		SP:Iteration 46Q (46469.520000 sec): 3 clusters
  Score: Raw -463101.481633 + Penalty 2795.438912 = -460306.042721
  nChanged 36
		SP:Iteration 47Q (46469.690000 sec): 3 clusters
  Score: Raw -463118.581891 + Penalty 2795.438912 = -460323.142979
  nChanged 23
		SP:Iteration 48Q (46469.870000 sec): 3 clusters
  Score: Raw -463129.373484 + Penalty 2795.438912 = -460333.934572
  nChanged 21
		SP:Iteration 49Q (46470.040000 sec): 3 clusters
  Score: Raw -463138.609331 + Penalty 2795.438912 = -460343.170418
  nChanged 12
		SP:Iteration 50Q (46470.210000 sec): 3 clusters
  Score: Raw -463144.726051 + Penalty 2795.438912 = -460349.287139
  nChanged 9
		SP:Iteration 51Q (46470.380000 sec): 3 clusters
  Score: Raw -463149.462122 + Penalty 2795.438912 = -460354.023210
  nChanged 8
		SP:Iteration 52Q (46470.550000 sec): 3 clusters
  Score: Raw -463151.656712 + Penalty 2795.438912 = -460356.217799
  nChanged 5
		SP:Iteration 53Q (46470.720000 sec): 3 clusters
  Score: Raw -463153.008181 + Penalty 2795.438912 = -460357.569268
  nChanged 5
		SP:Iteration 54Q (46470.890000 sec): 3 clusters
  Score: Raw -463153.914704 + Penalty 2795.438912 = -460358.475791
  nChanged 4
		SP:Iteration 55Q (46471.110000 sec): 3 clusters
  Score: Raw -463155.348703 + Penalty 2795.438912 = -460359.909791
  nChanged 3
		SP:Iteration 56Q (46471.280000 sec): 3 clusters
  Score: Raw -463156.534214 + Penalty 2795.438912 = -460361.095302
  nChanged 5
		SP:Iteration 57Q (46471.450000 sec): 3 clusters
  Score: Raw -463159.610171 + Penalty 2795.438912 = -460364.171258
  nChanged 10
		SP:Iteration 58Q (46471.630000 sec): 3 clusters
  Score: Raw -463163.104961 + Penalty 2795.438912 = -460367.666049
  nChanged 8
		SP:Iteration 59Q (46471.800000 sec): 3 clusters
  Score: Raw -463166.300513 + Penalty 2795.438912 = -460370.861600
  nChanged 5
		SP:Iteration 60F (46471.970000 sec): 3 clusters
  Score: Raw -463168.619104 + Penalty 2795.438912 = -460373.180192
  nChanged 7
		SP:Iteration 61Q (46472.140000 sec): 3 clusters
  Score: Raw -463170.513740 + Penalty 2795.438912 = -460375.074828
  nChanged 3
		SP:Iteration 62Q (46472.310000 sec): 3 clusters
  Score: Raw -463171.320341 + Penalty 2795.438912 = -460375.881428
  nChanged 1
		SP:Iteration 63Q (46472.490000 sec): 3 clusters
  Score: Raw -463171.432449 + Penalty 2795.438912 = -460375.993536
  nChanged 0
		SP:Iteration 64F (46472.660000 sec): 3 clusters
  Score: Raw -463171.432449 + Penalty 2795.438912 = -460375.993536
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (3645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46472.750000 sec): 2 clusters
  Score: Raw -299969.176288 + Penalty 1332.680642 = -298636.495646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46472.930000 sec): 3 clusters
  Score: Raw -298170.761723 + Penalty 2665.361284 = -295505.400438
  nChanged 1439
		SP:Iteration 1F (46473.100000 sec): 3 clusters
  Score: Raw -299060.061981 + Penalty 2665.361284 = -296394.700697
  nChanged 342
		SP:Iteration 2F (46473.280000 sec): 3 clusters
  Score: Raw -299335.365379 + Penalty 2665.361284 = -296670.004095
  nChanged 266
		SP:Iteration 3F (46473.450000 sec): 3 clusters
  Score: Raw -299542.681747 + Penalty 2665.361284 = -296877.320462
  nChanged 215
		SP:Iteration 4F (46473.630000 sec): 3 clusters
  Score: Raw -299698.338755 + Penalty 2665.361284 = -297032.977470
  nChanged 182
		SP:Iteration 5Q (46473.810000 sec): 3 clusters
  Score: Raw -299823.566060 + Penalty 2665.361284 = -297158.204775
  nChanged 153
		SP:Iteration 6Q (46473.980000 sec): 3 clusters
  Score: Raw -299910.498495 + Penalty 2665.361284 = -297245.137210
  nChanged 86
		SP:Iteration 7Q (46474.160000 sec): 3 clusters
  Score: Raw -299956.524045 + Penalty 2665.361284 = -297291.162761
  nChanged 80
		SP:Iteration 8Q (46474.330000 sec): 3 clusters
  Score: Raw -300001.931706 + Penalty 2665.361284 = -297336.570422
  nChanged 65
		SP:Iteration 9Q (46474.510000 sec): 3 clusters
  Score: Raw -300032.625581 + Penalty 2665.361284 = -297367.264297
  nChanged 56
		SP:Iteration 10Q (46474.690000 sec): 3 clusters
  Score: Raw -300058.091167 + Penalty 2665.361284 = -297392.729883
  nChanged 52
		SP:Iteration 11Q (46474.860000 sec): 3 clusters
  Score: Raw -300080.102292 + Penalty 2665.361284 = -297414.741007
  nChanged 40
		SP:Iteration 12Q (46475.060000 sec): 3 clusters
  Score: Raw -300094.977461 + Penalty 2665.361284 = -297429.616177
  nChanged 30
		SP:Iteration 13Q (46475.130000 sec): 3 clusters
  Score: Raw -300106.524011 + Penalty 2665.361284 = -297441.162726
  nChanged 29
		SP:Iteration 14Q (46475.210000 sec): 3 clusters
  Score: Raw -300118.597803 + Penalty 2665.361284 = -297453.236519
  nChanged 22
		SP:Iteration 15Q (46475.290000 sec): 3 clusters
  Score: Raw -300124.549804 + Penalty 2665.361284 = -297459.188520
  nChanged 14
		SP:Iteration 16Q (46475.360000 sec): 3 clusters
  Score: Raw -300127.351127 + Penalty 2665.361284 = -297461.989842
  nChanged 9
		SP:Iteration 17Q (46475.440000 sec): 3 clusters
  Score: Raw -300128.557693 + Penalty 2665.361284 = -297463.196408
  nChanged 5
		SP:Iteration 18Q (46475.510000 sec): 3 clusters
  Score: Raw -300129.638505 + Penalty 2665.361284 = -297464.277221
  nChanged 3
		SP:Iteration 19Q (46475.590000 sec): 3 clusters
  Score: Raw -300130.573454 + Penalty 2665.361284 = -297465.212170
  nChanged 6
		SP:Iteration 20F (46475.660000 sec): 3 clusters
  Score: Raw -300132.378086 + Penalty 2665.361284 = -297467.016802
  nChanged 7
		SP:Iteration 21Q (46475.740000 sec): 3 clusters
  Score: Raw -300133.803367 + Penalty 2665.361284 = -297468.442083
  nChanged 8
		SP:Iteration 22Q (46475.810000 sec): 3 clusters
  Score: Raw -300136.271721 + Penalty 2665.361284 = -297470.910436
  nChanged 8
		SP:Iteration 23Q (46475.890000 sec): 3 clusters
  Score: Raw -300138.664253 + Penalty 2665.361284 = -297473.302969
  nChanged 5
		SP:Iteration 24Q (46475.970000 sec): 3 clusters
  Score: Raw -300139.482656 + Penalty 2665.361284 = -297474.121371
  nChanged 8
		SP:Iteration 25Q (46476.040000 sec): 3 clusters
  Score: Raw -300141.611335 + Penalty 2665.361284 = -297476.250051
  nChanged 7
		SP:Iteration 26Q (46476.120000 sec): 3 clusters
  Score: Raw -300143.669899 + Penalty 2665.361284 = -297478.308615
  nChanged 9
		SP:Iteration 27Q (46476.190000 sec): 3 clusters
  Score: Raw -300145.711437 + Penalty 2665.361284 = -297480.350153
  nChanged 4
		SP:Iteration 28Q (46476.270000 sec): 3 clusters
  Score: Raw -300146.919986 + Penalty 2665.361284 = -297481.558702
  nChanged 7
		SP:Iteration 29Q (46476.350000 sec): 3 clusters
  Score: Raw -300148.673936 + Penalty 2665.361284 = -297483.312651
  nChanged 6
		SP:Iteration 30Q (46476.420000 sec): 3 clusters
  Score: Raw -300149.578448 + Penalty 2665.361284 = -297484.217164
  nChanged 2
		SP:Iteration 31Q (46476.500000 sec): 3 clusters
  Score: Raw -300150.173103 + Penalty 2665.361284 = -297484.811819
  nChanged 3
		SP:Iteration 32Q (46476.570000 sec): 3 clusters
  Score: Raw -300151.505852 + Penalty 2665.361284 = -297486.144567
  nChanged 8
		SP:Iteration 33Q (46476.650000 sec): 3 clusters
  Score: Raw -300154.973399 + Penalty 2665.361284 = -297489.612115
  nChanged 10
		SP:Iteration 34Q (46476.720000 sec): 3 clusters
  Score: Raw -300158.608082 + Penalty 2665.361284 = -297493.246798
  nChanged 10
		SP:Iteration 35Q (46476.800000 sec): 3 clusters
  Score: Raw -300161.413281 + Penalty 2665.361284 = -297496.051996
  nChanged 13
		SP:Iteration 36Q (46476.870000 sec): 3 clusters
  Score: Raw -300166.732279 + Penalty 2665.361284 = -297501.370994
  nChanged 12
		SP:Iteration 37Q (46476.950000 sec): 3 clusters
  Score: Raw -300170.616382 + Penalty 2665.361284 = -297505.255098
  nChanged 7
		SP:Iteration 38Q (46477.030000 sec): 3 clusters
  Score: Raw -300175.036144 + Penalty 2665.361284 = -297509.674860
  nChanged 16
		SP:Iteration 39Q (46477.100000 sec): 3 clusters
  Score: Raw -300180.990008 + Penalty 2665.361284 = -297515.628723
  nChanged 14
		SP:Iteration 40F (46477.180000 sec): 3 clusters
  Score: Raw -300187.371847 + Penalty 2665.361284 = -297522.010563
  nChanged 23
		SP:Iteration 41Q (46477.320000 sec): 3 clusters
  Score: Raw -300194.780374 + Penalty 2665.361284 = -297529.419089
  nChanged 23
		SP:Iteration 42Q (46477.490000 sec): 3 clusters
  Score: Raw -300202.403389 + Penalty 2665.361284 = -297537.042104
  nChanged 19
		SP:Iteration 43Q (46477.670000 sec): 3 clusters
  Score: Raw -300208.491080 + Penalty 2665.361284 = -297543.129796
  nChanged 22
		SP:Iteration 44Q (46477.850000 sec): 3 clusters
  Score: Raw -300215.991458 + Penalty 2665.361284 = -297550.630174
  nChanged 25
		SP:Iteration 45Q (46478.020000 sec): 3 clusters
  Score: Raw -300224.462622 + Penalty 2665.361284 = -297559.101338
  nChanged 25
		SP:Iteration 46Q (46478.200000 sec): 3 clusters
  Score: Raw -300234.394669 + Penalty 2665.361284 = -297569.033384
  nChanged 29
		SP:Iteration 47Q (46478.370000 sec): 3 clusters
  Score: Raw -300245.514354 + Penalty 2665.361284 = -297580.153069
  nChanged 33
		SP:Iteration 48Q (46478.550000 sec): 3 clusters
  Score: Raw -300256.691387 + Penalty 2665.361284 = -297591.330102
  nChanged 30
		SP:Iteration 49Q (46478.720000 sec): 3 clusters
  Score: Raw -300267.156011 + Penalty 2665.361284 = -297601.794727
  nChanged 20
		SP:Iteration 50Q (46478.900000 sec): 3 clusters
  Score: Raw -300272.418524 + Penalty 2665.361284 = -297607.057240
  nChanged 15
		SP:Iteration 51Q (46479.070000 sec): 3 clusters
  Score: Raw -300276.984784 + Penalty 2665.361284 = -297611.623499
  nChanged 18
		SP:Iteration 52Q (46479.250000 sec): 3 clusters
  Score: Raw -300284.942567 + Penalty 2665.361284 = -297619.581283
  nChanged 31
		SP:Iteration 53Q (46479.430000 sec): 3 clusters
  Score: Raw -300295.213664 + Penalty 2665.361284 = -297629.852380
  nChanged 33
		SP:Iteration 54Q (46479.600000 sec): 3 clusters
  Score: Raw -300306.732712 + Penalty 2665.361284 = -297641.371428
  nChanged 31
		SP:Iteration 55Q (46479.780000 sec): 3 clusters
  Score: Raw -300318.010208 + Penalty 2665.361284 = -297652.648924
  nChanged 18
		SP:Iteration 56Q (46479.950000 sec): 3 clusters
  Score: Raw -300322.633934 + Penalty 2665.361284 = -297657.272649
  nChanged 14
		SP:Iteration 57Q (46480.130000 sec): 3 clusters
  Score: Raw -300326.441172 + Penalty 2665.361284 = -297661.079888
  nChanged 4
		SP:Iteration 58Q (46480.310000 sec): 3 clusters
  Score: Raw -300326.758748 + Penalty 2665.361284 = -297661.397464
  nChanged 3
		SP:Iteration 59Q (46480.480000 sec): 3 clusters
  Score: Raw -300327.116372 + Penalty 2665.361284 = -297661.755088
  nChanged 4
		SP:Iteration 60F (46480.660000 sec): 3 clusters
  Score: Raw -300328.209304 + Penalty 2665.361284 = -297662.848020
  nChanged 7
		SP:Iteration 61Q (46480.830000 sec): 3 clusters
  Score: Raw -300330.646903 + Penalty 2665.361284 = -297665.285619
  nChanged 7
		SP:Iteration 62Q (46481.010000 sec): 3 clusters
  Score: Raw -300332.218780 + Penalty 2665.361284 = -297666.857495
  nChanged 4
		SP:Iteration 63Q (46481.190000 sec): 3 clusters
  Score: Raw -300332.615213 + Penalty 2665.361284 = -297667.253928
  nChanged 3
		SP:Iteration 64Q (46481.360000 sec): 3 clusters
  Score: Raw -300333.284360 + Penalty 2665.361284 = -297667.923076
  nChanged 6
		SP:Iteration 65Q (46481.540000 sec): 3 clusters
  Score: Raw -300334.551383 + Penalty 2665.361284 = -297669.190098
  nChanged 6
		SP:Iteration 66Q (46481.710000 sec): 3 clusters
  Score: Raw -300336.683037 + Penalty 2665.361284 = -297671.321753
  nChanged 10
		SP:Iteration 67Q (46481.890000 sec): 3 clusters
  Score: Raw -300340.284794 + Penalty 2665.361284 = -297674.923510
  nChanged 14
		SP:Iteration 68Q (46482.070000 sec): 3 clusters
  Score: Raw -300343.125122 + Penalty 2665.361284 = -297677.763837
  nChanged 10
		SP:Iteration 69Q (46482.240000 sec): 3 clusters
  Score: Raw -300345.161134 + Penalty 2665.361284 = -297679.799849
  nChanged 9
		SP:Iteration 70Q (46482.420000 sec): 3 clusters
  Score: Raw -300347.979302 + Penalty 2665.361284 = -297682.618018
  nChanged 10
		SP:Iteration 71Q (46482.590000 sec): 3 clusters
  Score: Raw -300350.742855 + Penalty 2665.361284 = -297685.381570
  nChanged 6
		SP:Iteration 72Q (46482.770000 sec): 3 clusters
  Score: Raw -300351.789200 + Penalty 2665.361284 = -297686.427916
  nChanged 4
		SP:Iteration 73Q (46482.940000 sec): 3 clusters
  Score: Raw -300353.157008 + Penalty 2665.361284 = -297687.795724
  nChanged 4
		SP:Iteration 74Q (46483.120000 sec): 3 clusters
  Score: Raw -300354.935927 + Penalty 2665.361284 = -297689.574643
  nChanged 9
		SP:Iteration 75Q (46483.290000 sec): 3 clusters
  Score: Raw -300356.991510 + Penalty 2665.361284 = -297691.630226
  nChanged 3
		SP:Iteration 76Q (46483.470000 sec): 3 clusters
  Score: Raw -300357.571617 + Penalty 2665.361284 = -297692.210332
  nChanged 5
		SP:Iteration 77Q (46483.630000 sec): 3 clusters
  Score: Raw -300358.979849 + Penalty 2665.361284 = -297693.618564
  nChanged 5
		SP:Iteration 78Q (46483.790000 sec): 3 clusters
  Score: Raw -300360.728861 + Penalty 2665.361284 = -297695.367576
  nChanged 12
		SP:Iteration 79Q (46483.950000 sec): 3 clusters
  Score: Raw -300364.690843 + Penalty 2665.361284 = -297699.329559
  nChanged 12
		SP:Iteration 80F (46484.110000 sec): 3 clusters
  Score: Raw -300369.400214 + Penalty 2665.361284 = -297704.038930
  nChanged 14
		SP:Iteration 81Q (46484.270000 sec): 3 clusters
  Score: Raw -300375.465620 + Penalty 2665.361284 = -297710.104336
  nChanged 13
		SP:Iteration 82Q (46484.450000 sec): 3 clusters
  Score: Raw -300379.531896 + Penalty 2665.361284 = -297714.170612
  nChanged 11
		SP:Iteration 83Q (46484.530000 sec): 3 clusters
  Score: Raw -300383.044012 + Penalty 2665.361284 = -297717.682728
  nChanged 8
		SP:Iteration 84Q (46484.600000 sec): 3 clusters
  Score: Raw -300385.518277 + Penalty 2665.361284 = -297720.156993
  nChanged 8
		SP:Iteration 85Q (46484.670000 sec): 3 clusters
  Score: Raw -300387.866345 + Penalty 2665.361284 = -297722.505061
  nChanged 6
		SP:Iteration 86Q (46484.750000 sec): 3 clusters
  Score: Raw -300390.009298 + Penalty 2665.361284 = -297724.648013
  nChanged 8
		SP:Iteration 87Q (46484.820000 sec): 3 clusters
  Score: Raw -300392.056370 + Penalty 2665.361284 = -297726.695086
  nChanged 6
		SP:Iteration 88Q (46484.970000 sec): 3 clusters
  Score: Raw -300393.486806 + Penalty 2665.361284 = -297728.125522
  nChanged 3
		SP:Iteration 89Q (46485.140000 sec): 3 clusters
  Score: Raw -300394.084725 + Penalty 2665.361284 = -297728.723440
  nChanged 1
		SP:Iteration 90Q (46485.320000 sec): 3 clusters
  Score: Raw -300394.170071 + Penalty 2665.361284 = -297728.808786
  nChanged 2
		SP:Iteration 91Q (46485.490000 sec): 3 clusters
  Score: Raw -300394.892827 + Penalty 2665.361284 = -297729.531543
  nChanged 3
		SP:Iteration 92Q (46485.670000 sec): 3 clusters
  Score: Raw -300395.563158 + Penalty 2665.361284 = -297730.201874
  nChanged 1
		SP:Iteration 93Q (46485.850000 sec): 3 clusters
  Score: Raw -300395.670447 + Penalty 2665.361284 = -297730.309162
  nChanged 0
		SP:Iteration 94F (46486.020000 sec): 3 clusters
  Score: Raw -300395.670447 + Penalty 2665.361284 = -297730.309162
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46486.110000 sec): 2 clusters
  Score: Raw -57838.204902 + Penalty 1066.167483 = -56772.037419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46486.280000 sec): 3 clusters
  Score: Raw -57672.975495 + Penalty 2132.334966 = -55540.640528
  nChanged 166
		SP:Iteration 1F (46486.460000 sec): 3 clusters
  Score: Raw -57858.394396 + Penalty 2132.334966 = -55726.059430
  nChanged 55
		SP:Iteration 2F (46486.640000 sec): 3 clusters
  Score: Raw -57938.108236 + Penalty 2132.334966 = -55805.773270
  nChanged 25
		SP:Iteration 3Q (46486.810000 sec): 3 clusters
  Score: Raw -57983.258733 + Penalty 2132.334966 = -55850.923766
  nChanged 18
		SP:Iteration 4Q (46486.990000 sec): 3 clusters
  Score: Raw -58012.523514 + Penalty 2132.334966 = -55880.188548
  nChanged 13
		SP:Iteration 5Q (46487.160000 sec): 3 clusters
  Score: Raw -58036.020474 + Penalty 2132.334966 = -55903.685507
  nChanged 10
		SP:Iteration 6Q (46487.340000 sec): 3 clusters
  Score: Raw -58052.014489 + Penalty 2132.334966 = -55919.679522
  nChanged 8
		SP:Iteration 7Q (46487.520000 sec): 3 clusters
  Score: Raw -58068.793799 + Penalty 2132.334966 = -55936.458832
  nChanged 7
		SP:Iteration 8Q (46487.690000 sec): 3 clusters
  Score: Raw -58081.812407 + Penalty 2132.334966 = -55949.477441
  nChanged 10
		SP:Iteration 9Q (46487.850000 sec): 3 clusters
  Score: Raw -58097.427329 + Penalty 2132.334966 = -55965.092363
  nChanged 6
		SP:Iteration 10Q (46488.020000 sec): 3 clusters
  Score: Raw -58105.963593 + Penalty 2132.334966 = -55973.628626
  nChanged 5
		SP:Iteration 11Q (46488.180000 sec): 3 clusters
  Score: Raw -58111.410481 + Penalty 2132.334966 = -55979.075515
  nChanged 3
		SP:Iteration 12Q (46488.340000 sec): 3 clusters
  Score: Raw -58116.205774 + Penalty 2132.334966 = -55983.870807
  nChanged 5
		SP:Iteration 13Q (46488.510000 sec): 3 clusters
  Score: Raw -58122.735094 + Penalty 2132.334966 = -55990.400127
  nChanged 3
		SP:Iteration 14Q (46488.670000 sec): 3 clusters
  Score: Raw -58125.091466 + Penalty 2132.334966 = -55992.756499
  nChanged 1
		SP:Iteration 15Q (46488.830000 sec): 3 clusters
  Score: Raw -58126.652975 + Penalty 2132.334966 = -55994.318008
  nChanged 0
		SP:Iteration 16F (46489.000000 sec): 3 clusters
  Score: Raw -58126.652975 + Penalty 2132.334966 = -55994.318008
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46489.100000 sec): 2 clusters
  Score: Raw -485501.211618 + Penalty 1407.319446 = -484093.892172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46489.230000 sec): 3 clusters
  Score: Raw -482473.146720 + Penalty 2814.638892 = -479658.507828
  nChanged 2387
		SP:Iteration 1F (46489.440000 sec): 3 clusters
  Score: Raw -483946.557116 + Penalty 2814.638892 = -481131.918224
  nChanged 493
		SP:Iteration 2F (46489.550000 sec): 3 clusters
  Score: Raw -484303.897881 + Penalty 2814.638892 = -481489.258989
  nChanged 386
		SP:Iteration 3F (46489.650000 sec): 3 clusters
  Score: Raw -484613.772414 + Penalty 2814.638892 = -481799.133522
  nChanged 366
		SP:Iteration 4F (46489.820000 sec): 3 clusters
  Score: Raw -484952.635954 + Penalty 2814.638892 = -482137.997062
  nChanged 351
		SP:Iteration 5F (46489.930000 sec): 3 clusters
  Score: Raw -485285.749903 + Penalty 2814.638892 = -482471.111011
  nChanged 307
		SP:Iteration 6F (46490.030000 sec): 3 clusters
  Score: Raw -485552.352579 + Penalty 2814.638892 = -482737.713687
  nChanged 270
		SP:Iteration 7Q (46490.130000 sec): 3 clusters
  Score: Raw -485796.980942 + Penalty 2814.638892 = -482982.342050
  nChanged 228
		SP:Iteration 8Q (46490.240000 sec): 3 clusters
  Score: Raw -485951.326926 + Penalty 2814.638892 = -483136.688034
  nChanged 164
		SP:Iteration 9Q (46490.340000 sec): 3 clusters
  Score: Raw -486040.317198 + Penalty 2814.638892 = -483225.678306
  nChanged 116
		SP:Iteration 10Q (46490.440000 sec): 3 clusters
  Score: Raw -486096.803675 + Penalty 2814.638892 = -483282.164783
  nChanged 93
		SP:Iteration 11Q (46490.630000 sec): 3 clusters
  Score: Raw -486138.430080 + Penalty 2814.638892 = -483323.791188
  nChanged 77
		SP:Iteration 12Q (46490.850000 sec): 3 clusters
  Score: Raw -486161.954939 + Penalty 2814.638892 = -483347.316047
  nChanged 54
		SP:Iteration 13Q (46491.020000 sec): 3 clusters
  Score: Raw -486176.584469 + Penalty 2814.638892 = -483361.945577
  nChanged 40
		SP:Iteration 14Q (46491.200000 sec): 3 clusters
  Score: Raw -486188.193313 + Penalty 2814.638892 = -483373.554421
  nChanged 44
		SP:Iteration 15Q (46491.380000 sec): 3 clusters
  Score: Raw -486199.715239 + Penalty 2814.638892 = -483385.076347
  nChanged 29
		SP:Iteration 16Q (46491.540000 sec): 3 clusters
  Score: Raw -486209.052461 + Penalty 2814.638892 = -483394.413569
  nChanged 36
		SP:Iteration 17Q (46491.610000 sec): 3 clusters
  Score: Raw -486220.638731 + Penalty 2814.638892 = -483405.999839
  nChanged 28
		SP:Iteration 18Q (46491.800000 sec): 3 clusters
  Score: Raw -486232.578729 + Penalty 2814.638892 = -483417.939837
  nChanged 25
		SP:Iteration 19Q (46492.000000 sec): 3 clusters
  Score: Raw -486239.885670 + Penalty 2814.638892 = -483425.246778
  nChanged 26
		SP:Iteration 20F (46492.100000 sec): 3 clusters
  Score: Raw -486246.279285 + Penalty 2814.638892 = -483431.640393
  nChanged 13
		SP:Iteration 21Q (46492.290000 sec): 3 clusters
  Score: Raw -486247.841680 + Penalty 2814.638892 = -483433.202788
  nChanged 7
		SP:Iteration 22Q (46492.510000 sec): 3 clusters
  Score: Raw -486249.096930 + Penalty 2814.638892 = -483434.458038
  nChanged 8
		SP:Iteration 23Q (46492.690000 sec): 3 clusters
  Score: Raw -486251.077482 + Penalty 2814.638892 = -483436.438591
  nChanged 14
		SP:Iteration 24Q (46492.820000 sec): 3 clusters
  Score: Raw -486254.555407 + Penalty 2814.638892 = -483439.916515
  nChanged 14
		SP:Iteration 25Q (46492.990000 sec): 3 clusters
  Score: Raw -486257.619446 + Penalty 2814.638892 = -483442.980554
  nChanged 17
		SP:Iteration 26Q (46493.160000 sec): 3 clusters
  Score: Raw -486262.196560 + Penalty 2814.638892 = -483447.557668
  nChanged 23
		SP:Iteration 27Q (46493.330000 sec): 3 clusters
  Score: Raw -486265.662367 + Penalty 2814.638892 = -483451.023475
  nChanged 15
		SP:Iteration 28Q (46493.500000 sec): 3 clusters
  Score: Raw -486269.597334 + Penalty 2814.638892 = -483454.958442
  nChanged 19
		SP:Iteration 29Q (46493.670000 sec): 3 clusters
  Score: Raw -486275.548356 + Penalty 2814.638892 = -483460.909464
  nChanged 16
		SP:Iteration 30Q (46493.840000 sec): 3 clusters
  Score: Raw -486278.997350 + Penalty 2814.638892 = -483464.358459
  nChanged 10
		SP:Iteration 31Q (46494.000000 sec): 3 clusters
  Score: Raw -486280.266244 + Penalty 2814.638892 = -483465.627353
  nChanged 9
		SP:Iteration 32Q (46494.200000 sec): 3 clusters
  Score: Raw -486281.892386 + Penalty 2814.638892 = -483467.253494
  nChanged 8
		SP:Iteration 33Q (46494.380000 sec): 3 clusters
  Score: Raw -486282.881499 + Penalty 2814.638892 = -483468.242607
  nChanged 7
		SP:Iteration 34Q (46494.560000 sec): 3 clusters
  Score: Raw -486284.017071 + Penalty 2814.638892 = -483469.378179
  nChanged 2
		SP:Iteration 35Q (46494.720000 sec): 3 clusters
  Score: Raw -486284.444955 + Penalty 2814.638892 = -483469.806063
  nChanged 1
		SP:Iteration 36Q (46494.890000 sec): 3 clusters
  Score: Raw -486284.563041 + Penalty 2814.638892 = -483469.924149
  nChanged 1
		SP:Iteration 37Q (46495.060000 sec): 3 clusters
  Score: Raw -486284.732239 + Penalty 2814.638892 = -483470.093347
  nChanged 1
		SP:Iteration 38Q (46495.230000 sec): 3 clusters
  Score: Raw -486284.798108 + Penalty 2814.638892 = -483470.159216
  nChanged 0
		SP:Iteration 39F (46495.400000 sec): 3 clusters
  Score: Raw -486284.798108 + Penalty 2814.638892 = -483470.159216
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (4885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46495.570000 sec): 2 clusters
  Score: Raw -495322.853746 + Penalty 1380.262742 = -493942.591004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46495.760000 sec): 3 clusters
  Score: Raw -492755.079457 + Penalty 2760.525483 = -489994.553973
  nChanged 1968
		SP:Iteration 1F (46495.960000 sec): 3 clusters
  Score: Raw -493843.818184 + Penalty 2760.525483 = -491083.292700
  nChanged 377
		SP:Iteration 2F (46496.050000 sec): 3 clusters
  Score: Raw -494061.834998 + Penalty 2760.525483 = -491301.309515
  nChanged 287
		SP:Iteration 3F (46496.140000 sec): 3 clusters
  Score: Raw -494239.890858 + Penalty 2760.525483 = -491479.365375
  nChanged 265
		SP:Iteration 4F (46496.240000 sec): 3 clusters
  Score: Raw -494407.719779 + Penalty 2760.525483 = -491647.194296
  nChanged 230
		SP:Iteration 5Q (46496.330000 sec): 3 clusters
  Score: Raw -494539.346393 + Penalty 2760.525483 = -491778.820909
  nChanged 189
		SP:Iteration 6Q (46496.420000 sec): 3 clusters
  Score: Raw -494640.622975 + Penalty 2760.525483 = -491880.097492
  nChanged 163
		SP:Iteration 7Q (46496.520000 sec): 3 clusters
  Score: Raw -494734.113715 + Penalty 2760.525483 = -491973.588232
  nChanged 170
		SP:Iteration 8Q (46496.700000 sec): 3 clusters
  Score: Raw -494834.238606 + Penalty 2760.525483 = -492073.713122
  nChanged 170
		SP:Iteration 9Q (46496.870000 sec): 3 clusters
  Score: Raw -494946.377618 + Penalty 2760.525483 = -492185.852135
  nChanged 141
		SP:Iteration 10Q (46496.970000 sec): 3 clusters
  Score: Raw -495028.392082 + Penalty 2760.525483 = -492267.866599
  nChanged 142
		SP:Iteration 11Q (46497.060000 sec): 3 clusters
  Score: Raw -495103.603847 + Penalty 2760.525483 = -492343.078364
  nChanged 109
		SP:Iteration 12Q (46497.160000 sec): 3 clusters
  Score: Raw -495149.081575 + Penalty 2760.525483 = -492388.556092
  nChanged 89
		SP:Iteration 13Q (46497.250000 sec): 3 clusters
  Score: Raw -495186.340753 + Penalty 2760.525483 = -492425.815270
  nChanged 73
		SP:Iteration 14Q (46497.340000 sec): 3 clusters
  Score: Raw -495213.738864 + Penalty 2760.525483 = -492453.213380
  nChanged 66
		SP:Iteration 15Q (46497.440000 sec): 3 clusters
  Score: Raw -495239.771358 + Penalty 2760.525483 = -492479.245874
  nChanged 56
		SP:Iteration 16Q (46497.530000 sec): 3 clusters
  Score: Raw -495259.744785 + Penalty 2760.525483 = -492499.219301
  nChanged 45
		SP:Iteration 17Q (46497.620000 sec): 3 clusters
  Score: Raw -495276.061700 + Penalty 2760.525483 = -492515.536217
  nChanged 45
		SP:Iteration 18Q (46497.720000 sec): 3 clusters
  Score: Raw -495291.103684 + Penalty 2760.525483 = -492530.578201
  nChanged 36
		SP:Iteration 19Q (46497.810000 sec): 3 clusters
  Score: Raw -495302.379220 + Penalty 2760.525483 = -492541.853737
  nChanged 24
		SP:Iteration 20F (46497.900000 sec): 3 clusters
  Score: Raw -495309.011884 + Penalty 2760.525483 = -492548.486401
  nChanged 18
		SP:Iteration 21Q (46498.000000 sec): 3 clusters
  Score: Raw -495313.948882 + Penalty 2760.525483 = -492553.423399
  nChanged 22
		SP:Iteration 22Q (46498.090000 sec): 3 clusters
  Score: Raw -495319.085978 + Penalty 2760.525483 = -492558.560494
  nChanged 18
		SP:Iteration 23Q (46498.180000 sec): 3 clusters
  Score: Raw -495323.267371 + Penalty 2760.525483 = -492562.741888
  nChanged 15
		SP:Iteration 24Q (46498.390000 sec): 3 clusters
  Score: Raw -495327.710658 + Penalty 2760.525483 = -492567.185174
  nChanged 12
		SP:Iteration 25Q (46498.560000 sec): 3 clusters
  Score: Raw -495330.743880 + Penalty 2760.525483 = -492570.218396
  nChanged 6
		SP:Iteration 26Q (46498.740000 sec): 3 clusters
  Score: Raw -495332.371130 + Penalty 2760.525483 = -492571.845647
  nChanged 9
		SP:Iteration 27Q (46498.910000 sec): 3 clusters
  Score: Raw -495334.718102 + Penalty 2760.525483 = -492574.192619
  nChanged 7
		SP:Iteration 28Q (46499.090000 sec): 3 clusters
  Score: Raw -495335.751020 + Penalty 2760.525483 = -492575.225537
  nChanged 1
		SP:Iteration 29Q (46499.240000 sec): 3 clusters
  Score: Raw -495335.843489 + Penalty 2760.525483 = -492575.318005
  nChanged 1
		SP:Iteration 30Q (46499.440000 sec): 3 clusters
  Score: Raw -495336.027645 + Penalty 2760.525483 = -492575.502162
  nChanged 2
		SP:Iteration 31Q (46499.610000 sec): 3 clusters
  Score: Raw -495336.421801 + Penalty 2760.525483 = -492575.896318
  nChanged 1
		SP:Iteration 32Q (46499.790000 sec): 3 clusters
  Score: Raw -495336.796971 + Penalty 2760.525483 = -492576.271487
  nChanged 2
		SP:Iteration 33Q (46499.960000 sec): 3 clusters
  Score: Raw -495337.184421 + Penalty 2760.525483 = -492576.658937
  nChanged 1
		SP:Iteration 34Q (46500.140000 sec): 3 clusters
  Score: Raw -495337.464073 + Penalty 2760.525483 = -492576.938589
  nChanged 0
		SP:Iteration 35F (46500.310000 sec): 3 clusters
  Score: Raw -495337.464073 + Penalty 2760.525483 = -492576.938589
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (2731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46500.420000 sec): 2 clusters
  Score: Raw -260204.369277 + Penalty 1285.768757 = -258918.600520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46500.590000 sec): 3 clusters
  Score: Raw -258913.743649 + Penalty 2571.537514 = -256342.206134
  nChanged 1027
		SP:Iteration 1F (46500.760000 sec): 3 clusters
  Score: Raw -259533.536523 + Penalty 2571.537514 = -256961.999009
  nChanged 226
		SP:Iteration 2F (46500.910000 sec): 3 clusters
  Score: Raw -259695.139477 + Penalty 2571.537514 = -257123.601963
  nChanged 163
		SP:Iteration 3F (46501.080000 sec): 3 clusters
  Score: Raw -259818.163428 + Penalty 2571.537514 = -257246.625913
  nChanged 132
		SP:Iteration 4Q (46501.230000 sec): 3 clusters
  Score: Raw -259905.232301 + Penalty 2571.537514 = -257333.694787
  nChanged 112
		SP:Iteration 5Q (46501.410000 sec): 3 clusters
  Score: Raw -259982.813693 + Penalty 2571.537514 = -257411.276178
  nChanged 98
		SP:Iteration 6Q (46501.590000 sec): 3 clusters
  Score: Raw -260048.968127 + Penalty 2571.537514 = -257477.430612
  nChanged 83
		SP:Iteration 7Q (46501.760000 sec): 3 clusters
  Score: Raw -260104.664361 + Penalty 2571.537514 = -257533.126846
  nChanged 72
		SP:Iteration 8Q (46501.940000 sec): 3 clusters
  Score: Raw -260154.172773 + Penalty 2571.537514 = -257582.635258
  nChanged 68
		SP:Iteration 9Q (46502.110000 sec): 3 clusters
  Score: Raw -260194.849208 + Penalty 2571.537514 = -257623.311693
  nChanged 51
		SP:Iteration 10Q (46502.290000 sec): 3 clusters
  Score: Raw -260218.890982 + Penalty 2571.537514 = -257647.353467
  nChanged 33
		SP:Iteration 11Q (46502.440000 sec): 3 clusters
  Score: Raw -260234.082603 + Penalty 2571.537514 = -257662.545088
  nChanged 31
		SP:Iteration 12Q (46502.490000 sec): 3 clusters
  Score: Raw -260247.897870 + Penalty 2571.537514 = -257676.360356
  nChanged 19
		SP:Iteration 13Q (46502.540000 sec): 3 clusters
  Score: Raw -260258.436797 + Penalty 2571.537514 = -257686.899282
  nChanged 14
		SP:Iteration 14Q (46502.590000 sec): 3 clusters
  Score: Raw -260267.329289 + Penalty 2571.537514 = -257695.791774
  nChanged 15
		SP:Iteration 15Q (46502.630000 sec): 3 clusters
  Score: Raw -260274.389339 + Penalty 2571.537514 = -257702.851825
  nChanged 13
		SP:Iteration 16Q (46502.690000 sec): 3 clusters
  Score: Raw -260281.577047 + Penalty 2571.537514 = -257710.039532
  nChanged 14
		SP:Iteration 17Q (46502.730000 sec): 3 clusters
  Score: Raw -260290.665117 + Penalty 2571.537514 = -257719.127603
  nChanged 17
		SP:Iteration 18Q (46502.780000 sec): 3 clusters
  Score: Raw -260306.287459 + Penalty 2571.537514 = -257734.749944
  nChanged 23
		SP:Iteration 19Q (46502.830000 sec): 3 clusters
  Score: Raw -260319.785001 + Penalty 2571.537514 = -257748.247487
  nChanged 13
		SP:Iteration 20F (46502.880000 sec): 3 clusters
  Score: Raw -260325.997229 + Penalty 2571.537514 = -257754.459715
  nChanged 15
		SP:Iteration 21Q (46502.930000 sec): 3 clusters
  Score: Raw -260334.153970 + Penalty 2571.537514 = -257762.616455
  nChanged 17
		SP:Iteration 22Q (46502.980000 sec): 3 clusters
  Score: Raw -260341.120188 + Penalty 2571.537514 = -257769.582674
  nChanged 10
		SP:Iteration 23Q (46503.030000 sec): 3 clusters
  Score: Raw -260346.129123 + Penalty 2571.537514 = -257774.591608
  nChanged 9
		SP:Iteration 24Q (46503.080000 sec): 3 clusters
  Score: Raw -260352.151252 + Penalty 2571.537514 = -257780.613738
  nChanged 13
		SP:Iteration 25Q (46503.130000 sec): 3 clusters
  Score: Raw -260361.317532 + Penalty 2571.537514 = -257789.780018
  nChanged 10
		SP:Iteration 26Q (46503.300000 sec): 3 clusters
  Score: Raw -260367.821085 + Penalty 2571.537514 = -257796.283570
  nChanged 7
		SP:Iteration 27Q (46503.470000 sec): 3 clusters
  Score: Raw -260371.834065 + Penalty 2571.537514 = -257800.296551
  nChanged 5
		SP:Iteration 28Q (46503.650000 sec): 3 clusters
  Score: Raw -260374.002631 + Penalty 2571.537514 = -257802.465116
  nChanged 2
		SP:Iteration 29Q (46503.830000 sec): 3 clusters
  Score: Raw -260375.527503 + Penalty 2571.537514 = -257803.989988
  nChanged 2
		SP:Iteration 30Q (46504.000000 sec): 3 clusters
  Score: Raw -260376.422177 + Penalty 2571.537514 = -257804.884662
  nChanged 1
		SP:Iteration 31Q (46504.180000 sec): 3 clusters
  Score: Raw -260376.532496 + Penalty 2571.537514 = -257804.994982
  nChanged 1
		SP:Iteration 32Q (46504.350000 sec): 3 clusters
  Score: Raw -260376.889086 + Penalty 2571.537514 = -257805.351572
  nChanged 0
		SP:Iteration 33F (46504.530000 sec): 3 clusters
  Score: Raw -260376.889086 + Penalty 2571.537514 = -257805.351572
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (6969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46504.660000 sec): 2 clusters
  Score: Raw -496234.924167 + Penalty 1437.999391 = -494796.924776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46504.870000 sec): 3 clusters
  Score: Raw -492520.140770 + Penalty 2875.998782 = -489644.141988
  nChanged 2905
		SP:Iteration 1F (46505.070000 sec): 3 clusters
  Score: Raw -494687.229033 + Penalty 2875.998782 = -491811.230251
  nChanged 696
		SP:Iteration 2F (46505.280000 sec): 3 clusters
  Score: Raw -495308.739340 + Penalty 2875.998782 = -492432.740558
  nChanged 546
		SP:Iteration 3F (46505.490000 sec): 3 clusters
  Score: Raw -495716.417113 + Penalty 2875.998782 = -492840.418331
  nChanged 439
		SP:Iteration 4F (46505.690000 sec): 3 clusters
  Score: Raw -496036.729090 + Penalty 2875.998782 = -493160.730308
  nChanged 337
		SP:Iteration 5Q (46505.900000 sec): 3 clusters
  Score: Raw -496268.367846 + Penalty 2875.998782 = -493392.369064
  nChanged 264
		SP:Iteration 6Q (46506.100000 sec): 3 clusters
  Score: Raw -496402.923083 + Penalty 2875.998782 = -493526.924301
  nChanged 190
		SP:Iteration 7Q (46506.300000 sec): 3 clusters
  Score: Raw -496497.623489 + Penalty 2875.998782 = -493621.624707
  nChanged 151
		SP:Iteration 8Q (46506.510000 sec): 3 clusters
  Score: Raw -496567.399329 + Penalty 2875.998782 = -493691.400547
  nChanged 121
		SP:Iteration 9Q (46506.710000 sec): 3 clusters
  Score: Raw -496619.406510 + Penalty 2875.998782 = -493743.407728
  nChanged 102
		SP:Iteration 10Q (46506.910000 sec): 3 clusters
  Score: Raw -496653.105960 + Penalty 2875.998782 = -493777.107178
  nChanged 72
		SP:Iteration 11Q (46507.110000 sec): 3 clusters
  Score: Raw -496676.819164 + Penalty 2875.998782 = -493800.820382
  nChanged 56
		SP:Iteration 12Q (46507.320000 sec): 3 clusters
  Score: Raw -496694.410625 + Penalty 2875.998782 = -493818.411843
  nChanged 49
		SP:Iteration 13Q (46507.520000 sec): 3 clusters
  Score: Raw -496708.469821 + Penalty 2875.998782 = -493832.471039
  nChanged 46
		SP:Iteration 14Q (46507.730000 sec): 3 clusters
  Score: Raw -496720.745456 + Penalty 2875.998782 = -493844.746674
  nChanged 39
		SP:Iteration 15Q (46507.930000 sec): 3 clusters
  Score: Raw -496731.902100 + Penalty 2875.998782 = -493855.903318
  nChanged 46
		SP:Iteration 16Q (46508.160000 sec): 3 clusters
  Score: Raw -496744.388749 + Penalty 2875.998782 = -493868.389967
  nChanged 45
		SP:Iteration 17Q (46508.330000 sec): 3 clusters
  Score: Raw -496760.428389 + Penalty 2875.998782 = -493884.429607
  nChanged 45
		SP:Iteration 18Q (46508.580000 sec): 3 clusters
  Score: Raw -496775.763208 + Penalty 2875.998782 = -493899.764426
  nChanged 44
		SP:Iteration 19Q (46508.780000 sec): 3 clusters
  Score: Raw -496789.899672 + Penalty 2875.998782 = -493913.900890
  nChanged 40
		SP:Iteration 20F (46508.970000 sec): 3 clusters
  Score: Raw -496802.619999 + Penalty 2875.998782 = -493926.621218
  nChanged 44
		SP:Iteration 21Q (46509.190000 sec): 3 clusters
  Score: Raw -496815.675501 + Penalty 2875.998782 = -493939.676719
  nChanged 34
		SP:Iteration 22Q (46509.400000 sec): 3 clusters
  Score: Raw -496825.975424 + Penalty 2875.998782 = -493949.976642
  nChanged 33
		SP:Iteration 23Q (46509.610000 sec): 3 clusters
  Score: Raw -496835.740950 + Penalty 2875.998782 = -493959.742168
  nChanged 37
		SP:Iteration 24Q (46509.810000 sec): 3 clusters
  Score: Raw -496844.411191 + Penalty 2875.998782 = -493968.412409
  nChanged 31
		SP:Iteration 25Q (46510.020000 sec): 3 clusters
  Score: Raw -496852.483790 + Penalty 2875.998782 = -493976.485008
  nChanged 33
		SP:Iteration 26Q (46510.220000 sec): 3 clusters
  Score: Raw -496861.249284 + Penalty 2875.998782 = -493985.250502
  nChanged 25
		SP:Iteration 27Q (46510.420000 sec): 3 clusters
  Score: Raw -496866.654324 + Penalty 2875.998782 = -493990.655542
  nChanged 21
		SP:Iteration 28Q (46510.620000 sec): 3 clusters
  Score: Raw -496872.080042 + Penalty 2875.998782 = -493996.081260
  nChanged 18
		SP:Iteration 29Q (46510.820000 sec): 3 clusters
  Score: Raw -496875.977785 + Penalty 2875.998782 = -493999.979003
  nChanged 17
		SP:Iteration 30Q (46511.030000 sec): 3 clusters
  Score: Raw -496880.307129 + Penalty 2875.998782 = -494004.308347
  nChanged 17
		SP:Iteration 31Q (46511.230000 sec): 3 clusters
  Score: Raw -496885.991648 + Penalty 2875.998782 = -494009.992866
  nChanged 20
		SP:Iteration 32Q (46511.430000 sec): 3 clusters
  Score: Raw -496891.088593 + Penalty 2875.998782 = -494015.089811
  nChanged 14
		SP:Iteration 33Q (46511.630000 sec): 3 clusters
  Score: Raw -496894.457593 + Penalty 2875.998782 = -494018.458811
  nChanged 14
		SP:Iteration 34Q (46511.830000 sec): 3 clusters
  Score: Raw -496897.654297 + Penalty 2875.998782 = -494021.655515
  nChanged 14
		SP:Iteration 35Q (46512.040000 sec): 3 clusters
  Score: Raw -496900.255710 + Penalty 2875.998782 = -494024.256928
  nChanged 10
		SP:Iteration 36Q (46512.230000 sec): 3 clusters
  Score: Raw -496902.453106 + Penalty 2875.998782 = -494026.454324
  nChanged 10
		SP:Iteration 37Q (46512.330000 sec): 3 clusters
  Score: Raw -496904.515191 + Penalty 2875.998782 = -494028.516409
  nChanged 15
		SP:Iteration 38Q (46512.430000 sec): 3 clusters
  Score: Raw -496908.298275 + Penalty 2875.998782 = -494032.299494
  nChanged 18
		SP:Iteration 39Q (46512.530000 sec): 3 clusters
  Score: Raw -496911.902457 + Penalty 2875.998782 = -494035.903675
  nChanged 12
		SP:Iteration 40F (46512.720000 sec): 3 clusters
  Score: Raw -496913.880163 + Penalty 2875.998782 = -494037.881381
  nChanged 13
		SP:Iteration 41Q (46512.920000 sec): 3 clusters
  Score: Raw -496915.327601 + Penalty 2875.998782 = -494039.328819
  nChanged 11
		SP:Iteration 42Q (46513.120000 sec): 3 clusters
  Score: Raw -496916.721576 + Penalty 2875.998782 = -494040.722794
  nChanged 7
		SP:Iteration 43Q (46513.320000 sec): 3 clusters
  Score: Raw -496917.928129 + Penalty 2875.998782 = -494041.929347
  nChanged 7
		SP:Iteration 44Q (46513.430000 sec): 3 clusters
  Score: Raw -496918.968420 + Penalty 2875.998782 = -494042.969638
  nChanged 3
		SP:Iteration 45Q (46513.530000 sec): 3 clusters
  Score: Raw -496919.872121 + Penalty 2875.998782 = -494043.873339
  nChanged 8
		SP:Iteration 46Q (46513.650000 sec): 3 clusters
  Score: Raw -496922.023604 + Penalty 2875.998782 = -494046.024823
  nChanged 6
		SP:Iteration 47Q (46513.850000 sec): 3 clusters
  Score: Raw -496923.095861 + Penalty 2875.998782 = -494047.097079
  nChanged 4
		SP:Iteration 48Q (46514.040000 sec): 3 clusters
  Score: Raw -496924.003366 + Penalty 2875.998782 = -494048.004584
  nChanged 3
		SP:Iteration 49Q (46514.150000 sec): 3 clusters
  Score: Raw -496924.535264 + Penalty 2875.998782 = -494048.536482
  nChanged 5
		SP:Iteration 50Q (46514.340000 sec): 3 clusters
  Score: Raw -496925.140810 + Penalty 2875.998782 = -494049.142028
  nChanged 3
		SP:Iteration 51Q (46514.540000 sec): 3 clusters
  Score: Raw -496925.674967 + Penalty 2875.998782 = -494049.676185
  nChanged 1
		SP:Iteration 52Q (46514.740000 sec): 3 clusters
  Score: Raw -496925.745976 + Penalty 2875.998782 = -494049.747194
  nChanged 0
		SP:Iteration 53F (46514.950000 sec): 3 clusters
  Score: Raw -496925.745976 + Penalty 2875.998782 = -494049.747194
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (3702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46515.030000 sec): 2 clusters
  Score: Raw -292052.640918 + Penalty 1335.202130 = -290717.438787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46515.200000 sec): 3 clusters
  Score: Raw -290268.789873 + Penalty 2670.404260 = -287598.385612
  nChanged 1439
		SP:Iteration 1F (46515.380000 sec): 3 clusters
  Score: Raw -291174.227017 + Penalty 2670.404260 = -288503.822757
  nChanged 331
		SP:Iteration 2F (46515.560000 sec): 3 clusters
  Score: Raw -291435.416006 + Penalty 2670.404260 = -288765.011746
  nChanged 250
		SP:Iteration 3F (46515.730000 sec): 3 clusters
  Score: Raw -291613.079848 + Penalty 2670.404260 = -288942.675588
  nChanged 183
		SP:Iteration 4Q (46515.910000 sec): 3 clusters
  Score: Raw -291730.974198 + Penalty 2670.404260 = -289060.569938
  nChanged 154
		SP:Iteration 5Q (46516.080000 sec): 3 clusters
  Score: Raw -291843.735148 + Penalty 2670.404260 = -289173.330888
  nChanged 138
		SP:Iteration 6Q (46516.260000 sec): 3 clusters
  Score: Raw -291950.646623 + Penalty 2670.404260 = -289280.242363
  nChanged 135
		SP:Iteration 7Q (46516.440000 sec): 3 clusters
  Score: Raw -292091.758989 + Penalty 2670.404260 = -289421.354729
  nChanged 152
		SP:Iteration 8Q (46516.610000 sec): 3 clusters
  Score: Raw -292220.835403 + Penalty 2670.404260 = -289550.431142
  nChanged 133
		SP:Iteration 9Q (46516.790000 sec): 3 clusters
  Score: Raw -292340.743474 + Penalty 2670.404260 = -289670.339214
  nChanged 132
		SP:Iteration 10Q (46516.960000 sec): 3 clusters
  Score: Raw -292431.910681 + Penalty 2670.404260 = -289761.506420
  nChanged 86
		SP:Iteration 11Q (46517.140000 sec): 3 clusters
  Score: Raw -292476.669493 + Penalty 2670.404260 = -289806.265232
  nChanged 59
		SP:Iteration 12Q (46517.320000 sec): 3 clusters
  Score: Raw -292505.150402 + Penalty 2670.404260 = -289834.746141
  nChanged 43
		SP:Iteration 13Q (46517.490000 sec): 3 clusters
  Score: Raw -292528.678759 + Penalty 2670.404260 = -289858.274499
  nChanged 27
		SP:Iteration 14Q (46517.560000 sec): 3 clusters
  Score: Raw -292542.854043 + Penalty 2670.404260 = -289872.449783
  nChanged 31
		SP:Iteration 15Q (46517.640000 sec): 3 clusters
  Score: Raw -292557.380790 + Penalty 2670.404260 = -289886.976530
  nChanged 37
		SP:Iteration 16Q (46517.720000 sec): 3 clusters
  Score: Raw -292573.029186 + Penalty 2670.404260 = -289902.624925
  nChanged 31
		SP:Iteration 17Q (46517.790000 sec): 3 clusters
  Score: Raw -292584.097580 + Penalty 2670.404260 = -289913.693320
  nChanged 18
		SP:Iteration 18Q (46517.870000 sec): 3 clusters
  Score: Raw -292591.102408 + Penalty 2670.404260 = -289920.698148
  nChanged 14
		SP:Iteration 19Q (46517.940000 sec): 3 clusters
  Score: Raw -292597.681994 + Penalty 2670.404260 = -289927.277733
  nChanged 18
		SP:Iteration 20F (46518.020000 sec): 3 clusters
  Score: Raw -292607.227861 + Penalty 2670.404260 = -289936.823600
  nChanged 21
		SP:Iteration 21Q (46518.100000 sec): 3 clusters
  Score: Raw -292617.298037 + Penalty 2670.404260 = -289946.893776
  nChanged 20
		SP:Iteration 22Q (46518.170000 sec): 3 clusters
  Score: Raw -292622.150712 + Penalty 2670.404260 = -289951.746452
  nChanged 15
		SP:Iteration 23Q (46518.250000 sec): 3 clusters
  Score: Raw -292626.541410 + Penalty 2670.404260 = -289956.137150
  nChanged 5
		SP:Iteration 24Q (46518.320000 sec): 3 clusters
  Score: Raw -292629.454760 + Penalty 2670.404260 = -289959.050499
  nChanged 11
		SP:Iteration 25Q (46518.400000 sec): 3 clusters
  Score: Raw -292633.886090 + Penalty 2670.404260 = -289963.481830
  nChanged 12
		SP:Iteration 26Q (46518.470000 sec): 3 clusters
  Score: Raw -292638.040438 + Penalty 2670.404260 = -289967.636178
  nChanged 11
		SP:Iteration 27Q (46518.550000 sec): 3 clusters
  Score: Raw -292645.068977 + Penalty 2670.404260 = -289974.664716
  nChanged 18
		SP:Iteration 28Q (46518.630000 sec): 3 clusters
  Score: Raw -292652.623727 + Penalty 2670.404260 = -289982.219467
  nChanged 14
		SP:Iteration 29Q (46518.700000 sec): 3 clusters
  Score: Raw -292658.184392 + Penalty 2670.404260 = -289987.780132
  nChanged 16
		SP:Iteration 30Q (46518.770000 sec): 3 clusters
  Score: Raw -292663.152564 + Penalty 2670.404260 = -289992.748304
  nChanged 9
		SP:Iteration 31Q (46518.850000 sec): 3 clusters
  Score: Raw -292665.719649 + Penalty 2670.404260 = -289995.315388
  nChanged 7
		SP:Iteration 32Q (46518.920000 sec): 3 clusters
  Score: Raw -292668.824905 + Penalty 2670.404260 = -289998.420645
  nChanged 11
		SP:Iteration 33Q (46519.000000 sec): 3 clusters
  Score: Raw -292671.744824 + Penalty 2670.404260 = -290001.340564
  nChanged 9
		SP:Iteration 34Q (46519.070000 sec): 3 clusters
  Score: Raw -292675.441013 + Penalty 2670.404260 = -290005.036753
  nChanged 5
		SP:Iteration 35Q (46519.150000 sec): 3 clusters
  Score: Raw -292676.661864 + Penalty 2670.404260 = -290006.257604
  nChanged 3
		SP:Iteration 36Q (46519.230000 sec): 3 clusters
  Score: Raw -292677.076067 + Penalty 2670.404260 = -290006.671807
  nChanged 2
		SP:Iteration 37Q (46519.370000 sec): 3 clusters
  Score: Raw -292678.177778 + Penalty 2670.404260 = -290007.773518
  nChanged 4
		SP:Iteration 38Q (46519.550000 sec): 3 clusters
  Score: Raw -292678.703284 + Penalty 2670.404260 = -290008.299023
  nChanged 1
		SP:Iteration 39Q (46519.720000 sec): 3 clusters
  Score: Raw -292679.468730 + Penalty 2670.404260 = -290009.064470
  nChanged 4
		SP:Iteration 40F (46519.900000 sec): 3 clusters
  Score: Raw -292681.389055 + Penalty 2670.404260 = -290010.984795
  nChanged 3
		SP:Iteration 41Q (46520.070000 sec): 3 clusters
  Score: Raw -292682.796421 + Penalty 2670.404260 = -290012.392161
  nChanged 2
		SP:Iteration 42Q (46520.250000 sec): 3 clusters
  Score: Raw -292683.159731 + Penalty 2670.404260 = -290012.755470
  nChanged 2
		SP:Iteration 43Q (46520.430000 sec): 3 clusters
  Score: Raw -292683.465569 + Penalty 2670.404260 = -290013.061309
  nChanged 2
		SP:Iteration 44Q (46520.600000 sec): 3 clusters
  Score: Raw -292684.173043 + Penalty 2670.404260 = -290013.768783
  nChanged 2
		SP:Iteration 45Q (46520.770000 sec): 3 clusters
  Score: Raw -292685.596567 + Penalty 2670.404260 = -290015.192307
  nChanged 4
		SP:Iteration 46Q (46520.950000 sec): 3 clusters
  Score: Raw -292686.322285 + Penalty 2670.404260 = -290015.918024
  nChanged 2
		SP:Iteration 47Q (46521.130000 sec): 3 clusters
  Score: Raw -292686.867898 + Penalty 2670.404260 = -290016.463637
  nChanged 1
		SP:Iteration 48Q (46521.300000 sec): 3 clusters
  Score: Raw -292687.012509 + Penalty 2670.404260 = -290016.608249
  nChanged 0
		SP:Iteration 49F (46521.480000 sec): 3 clusters
  Score: Raw -292687.012509 + Penalty 2670.404260 = -290016.608249
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (10186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46521.590000 sec): 2 clusters
  Score: Raw -997969.775501 + Penalty 1499.675045 = -996470.100456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46521.830000 sec): 3 clusters
  Score: Raw -992210.131613 + Penalty 2999.350090 = -989210.781523
  nChanged 4417
		SP:Iteration 1F (46522.060000 sec): 3 clusters
  Score: Raw -994705.119443 + Penalty 2999.350090 = -991705.769353
  nChanged 642
		SP:Iteration 2F (46522.290000 sec): 3 clusters
  Score: Raw -994991.891754 + Penalty 2999.350090 = -991992.541664
  nChanged 520
		SP:Iteration 3F (46522.510000 sec): 3 clusters
  Score: Raw -995232.782842 + Penalty 2999.350090 = -992233.432752
  nChanged 464
		SP:Iteration 4Q (46522.740000 sec): 3 clusters
  Score: Raw -995457.815225 + Penalty 2999.350090 = -992458.465135
  nChanged 429
		SP:Iteration 5Q (46522.970000 sec): 3 clusters
  Score: Raw -995652.401511 + Penalty 2999.350090 = -992653.051421
  nChanged 418
		SP:Iteration 6Q (46523.200000 sec): 3 clusters
  Score: Raw -995860.147341 + Penalty 2999.350090 = -992860.797251
  nChanged 456
		SP:Iteration 7Q (46523.430000 sec): 3 clusters
  Score: Raw -996114.331695 + Penalty 2999.350090 = -993114.981605
  nChanged 471
		SP:Iteration 8Q (46523.660000 sec): 3 clusters
  Score: Raw -996400.540049 + Penalty 2999.350090 = -993401.189959
  nChanged 444
		SP:Iteration 9Q (46523.890000 sec): 3 clusters
  Score: Raw -996688.835000 + Penalty 2999.350090 = -993689.484910
  nChanged 412
		SP:Iteration 10Q (46524.110000 sec): 3 clusters
  Score: Raw -996953.271160 + Penalty 2999.350090 = -993953.921070
  nChanged 349
		SP:Iteration 11Q (46524.340000 sec): 3 clusters
  Score: Raw -997199.939167 + Penalty 2999.350090 = -994200.589077
  nChanged 328
		SP:Iteration 12Q (46524.570000 sec): 3 clusters
  Score: Raw -997460.509852 + Penalty 2999.350090 = -994461.159762
  nChanged 273
		SP:Iteration 13Q (46524.800000 sec): 3 clusters
  Score: Raw -997692.005559 + Penalty 2999.350090 = -994692.655470
  nChanged 222
		SP:Iteration 14Q (46525.030000 sec): 3 clusters
  Score: Raw -997885.927225 + Penalty 2999.350090 = -994886.577135
  nChanged 150
		SP:Iteration 15Q (46525.260000 sec): 3 clusters
  Score: Raw -997998.273192 + Penalty 2999.350090 = -994998.923102
  nChanged 76
		SP:Iteration 16Q (46525.490000 sec): 3 clusters
  Score: Raw -998058.403680 + Penalty 2999.350090 = -995059.053591
  nChanged 52
		SP:Iteration 17Q (46525.720000 sec): 3 clusters
  Score: Raw -998112.251572 + Penalty 2999.350090 = -995112.901482
  nChanged 42
		SP:Iteration 18Q (46525.950000 sec): 3 clusters
  Score: Raw -998148.916412 + Penalty 2999.350090 = -995149.566322
  nChanged 25
		SP:Iteration 19Q (46526.170000 sec): 3 clusters
  Score: Raw -998171.184359 + Penalty 2999.350090 = -995171.834269
  nChanged 20
		SP:Iteration 20F (46526.410000 sec): 3 clusters
  Score: Raw -998187.169911 + Penalty 2999.350090 = -995187.819821
  nChanged 18
		SP:Iteration 21Q (46526.640000 sec): 3 clusters
  Score: Raw -998202.376896 + Penalty 2999.350090 = -995203.026807
  nChanged 11
		SP:Iteration 22Q (46526.870000 sec): 3 clusters
  Score: Raw -998212.458760 + Penalty 2999.350090 = -995213.108670
  nChanged 7
		SP:Iteration 23Q (46527.090000 sec): 3 clusters
  Score: Raw -998218.232483 + Penalty 2999.350090 = -995218.882393
  nChanged 6
		SP:Iteration 24Q (46527.320000 sec): 3 clusters
  Score: Raw -998222.011846 + Penalty 2999.350090 = -995222.661756
  nChanged 6
		SP:Iteration 25Q (46527.550000 sec): 3 clusters
  Score: Raw -998227.802376 + Penalty 2999.350090 = -995228.452286
  nChanged 2
		SP:Iteration 26Q (46527.780000 sec): 3 clusters
  Score: Raw -998230.536997 + Penalty 2999.350090 = -995231.186907
  nChanged 4
		SP:Iteration 27Q (46528.010000 sec): 3 clusters
  Score: Raw -998233.748946 + Penalty 2999.350090 = -995234.398856
  nChanged 5
		SP:Iteration 28Q (46528.240000 sec): 3 clusters
  Score: Raw -998238.634053 + Penalty 2999.350090 = -995239.283963
  nChanged 6
		SP:Iteration 29Q (46528.470000 sec): 3 clusters
  Score: Raw -998243.367202 + Penalty 2999.350090 = -995244.017112
  nChanged 3
		SP:Iteration 30Q (46528.690000 sec): 3 clusters
  Score: Raw -998246.287643 + Penalty 2999.350090 = -995246.937553
  nChanged 2
		SP:Iteration 31Q (46528.920000 sec): 3 clusters
  Score: Raw -998247.698545 + Penalty 2999.350090 = -995248.348456
  nChanged 1
		SP:Iteration 32Q (46529.150000 sec): 3 clusters
  Score: Raw -998248.592375 + Penalty 2999.350090 = -995249.242285
  nChanged 3
		SP:Iteration 33Q (46529.380000 sec): 3 clusters
  Score: Raw -998250.305355 + Penalty 2999.350090 = -995250.955265
  nChanged 0
		SP:Iteration 34F (46529.610000 sec): 3 clusters
  Score: Raw -998250.305355 + Penalty 2999.350090 = -995250.955265
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (10541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46529.770000 sec): 2 clusters
  Score: Raw -961692.473218 + Penalty 1505.242000 = -960187.231218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46530.040000 sec): 3 clusters
  Score: Raw -955746.269908 + Penalty 3010.484001 = -952735.785908
  nChanged 4618
		SP:Iteration 1F (46530.320000 sec): 3 clusters
  Score: Raw -958232.597008 + Penalty 3010.484001 = -955222.113007
  nChanged 735
		SP:Iteration 2F (46530.570000 sec): 3 clusters
  Score: Raw -958654.555482 + Penalty 3010.484001 = -955644.071481
  nChanged 740
		SP:Iteration 3F (46530.720000 sec): 3 clusters
  Score: Raw -959126.187174 + Penalty 3010.484001 = -956115.703174
  nChanged 752
		SP:Iteration 4F (46530.970000 sec): 3 clusters
  Score: Raw -959638.470530 + Penalty 3010.484001 = -956627.986529
  nChanged 687
		SP:Iteration 5F (46531.120000 sec): 3 clusters
  Score: Raw -960087.796313 + Penalty 3010.484001 = -957077.312312
  nChanged 607
		SP:Iteration 6F (46531.430000 sec): 3 clusters
  Score: Raw -960446.240282 + Penalty 3010.484001 = -957435.756281
  nChanged 420
		SP:Iteration 7Q (46531.660000 sec): 3 clusters
  Score: Raw -960656.161544 + Penalty 3010.484001 = -957645.677543
  nChanged 326
		SP:Iteration 8Q (46531.930000 sec): 3 clusters
  Score: Raw -960799.468638 + Penalty 3010.484001 = -957788.984638
  nChanged 256
		SP:Iteration 9Q (46532.190000 sec): 3 clusters
  Score: Raw -960905.515055 + Penalty 3010.484001 = -957895.031054
  nChanged 227
		SP:Iteration 10Q (46532.450000 sec): 3 clusters
  Score: Raw -961010.622460 + Penalty 3010.484001 = -958000.138459
  nChanged 194
		SP:Iteration 11Q (46532.720000 sec): 3 clusters
  Score: Raw -961084.712705 + Penalty 3010.484001 = -958074.228704
  nChanged 159
		SP:Iteration 12Q (46533.030000 sec): 3 clusters
  Score: Raw -961144.236209 + Penalty 3010.484001 = -958133.752208
  nChanged 133
		SP:Iteration 13Q (46533.250000 sec): 3 clusters
  Score: Raw -961200.013724 + Penalty 3010.484001 = -958189.529724
  nChanged 143
		SP:Iteration 14Q (46533.510000 sec): 3 clusters
  Score: Raw -961264.648007 + Penalty 3010.484001 = -958254.164006
  nChanged 142
		SP:Iteration 15Q (46533.780000 sec): 3 clusters
  Score: Raw -961325.871922 + Penalty 3010.484001 = -958315.387921
  nChanged 115
		SP:Iteration 16Q (46534.040000 sec): 3 clusters
  Score: Raw -961372.295137 + Penalty 3010.484001 = -958361.811136
  nChanged 96
		SP:Iteration 17Q (46534.300000 sec): 3 clusters
  Score: Raw -961410.533434 + Penalty 3010.484001 = -958400.049433
  nChanged 94
		SP:Iteration 18Q (46534.570000 sec): 3 clusters
  Score: Raw -961448.384842 + Penalty 3010.484001 = -958437.900841
  nChanged 84
		SP:Iteration 19Q (46534.830000 sec): 3 clusters
  Score: Raw -961477.442072 + Penalty 3010.484001 = -958466.958071
  nChanged 57
		SP:Iteration 20F (46535.090000 sec): 3 clusters
  Score: Raw -961497.160523 + Penalty 3010.484001 = -958486.676522
  nChanged 59
		SP:Iteration 21Q (46535.380000 sec): 3 clusters
  Score: Raw -961521.145805 + Penalty 3010.484001 = -958510.661804
  nChanged 62
		SP:Iteration 22Q (46535.630000 sec): 3 clusters
  Score: Raw -961546.579064 + Penalty 3010.484001 = -958536.095064
  nChanged 58
		SP:Iteration 23Q (46535.890000 sec): 3 clusters
  Score: Raw -961570.669132 + Penalty 3010.484001 = -958560.185132
  nChanged 51
		SP:Iteration 24Q (46536.150000 sec): 3 clusters
  Score: Raw -961593.482240 + Penalty 3010.484001 = -958582.998239
  nChanged 49
		SP:Iteration 25Q (46536.420000 sec): 3 clusters
  Score: Raw -961614.156754 + Penalty 3010.484001 = -958603.672754
  nChanged 34
		SP:Iteration 26Q (46536.680000 sec): 3 clusters
  Score: Raw -961629.835791 + Penalty 3010.484001 = -958619.351790
  nChanged 46
		SP:Iteration 27Q (46536.950000 sec): 3 clusters
  Score: Raw -961653.234766 + Penalty 3010.484001 = -958642.750765
  nChanged 53
		SP:Iteration 28Q (46537.210000 sec): 3 clusters
  Score: Raw -961684.717776 + Penalty 3010.484001 = -958674.233775
  nChanged 54
		SP:Iteration 29Q (46537.480000 sec): 3 clusters
  Score: Raw -961712.483968 + Penalty 3010.484001 = -958701.999968
  nChanged 31
		SP:Iteration 30Q (46537.750000 sec): 3 clusters
  Score: Raw -961728.534148 + Penalty 3010.484001 = -958718.050147
  nChanged 42
		SP:Iteration 31Q (46538.010000 sec): 3 clusters
  Score: Raw -961749.049796 + Penalty 3010.484001 = -958738.565796
  nChanged 37
		SP:Iteration 32Q (46538.270000 sec): 3 clusters
  Score: Raw -961770.656498 + Penalty 3010.484001 = -958760.172497
  nChanged 33
		SP:Iteration 33Q (46538.540000 sec): 3 clusters
  Score: Raw -961789.931407 + Penalty 3010.484001 = -958779.447406
  nChanged 28
		SP:Iteration 34Q (46538.810000 sec): 3 clusters
  Score: Raw -961805.783240 + Penalty 3010.484001 = -958795.299239
  nChanged 34
		SP:Iteration 35Q (46539.070000 sec): 3 clusters
  Score: Raw -961831.606607 + Penalty 3010.484001 = -958821.122606
  nChanged 28
		SP:Iteration 36Q (46539.330000 sec): 3 clusters
  Score: Raw -961849.065392 + Penalty 3010.484001 = -958838.581391
  nChanged 19
		SP:Iteration 37Q (46539.650000 sec): 3 clusters
  Score: Raw -961861.098248 + Penalty 3010.484001 = -958850.614247
  nChanged 14
		SP:Iteration 38Q (46539.830000 sec): 3 clusters
  Score: Raw -961869.497348 + Penalty 3010.484001 = -958859.013347
  nChanged 11
		SP:Iteration 39Q (46540.090000 sec): 3 clusters
  Score: Raw -961874.531376 + Penalty 3010.484001 = -958864.047375
  nChanged 4
		SP:Iteration 40F (46540.350000 sec): 3 clusters
  Score: Raw -961876.803778 + Penalty 3010.484001 = -958866.319778
  nChanged 4
		SP:Iteration 41Q (46540.610000 sec): 3 clusters
  Score: Raw -961878.762661 + Penalty 3010.484001 = -958868.278661
  nChanged 3
		SP:Iteration 42Q (46540.880000 sec): 3 clusters
  Score: Raw -961880.183016 + Penalty 3010.484001 = -958869.699015
  nChanged 1
		SP:Iteration 43Q (46541.020000 sec): 3 clusters
  Score: Raw -961880.523593 + Penalty 3010.484001 = -958870.039592
  nChanged 1
		SP:Iteration 44Q (46541.280000 sec): 3 clusters
  Score: Raw -961881.286414 + Penalty 3010.484001 = -958870.802414
  nChanged 1
		SP:Iteration 45Q (46541.550000 sec): 3 clusters
  Score: Raw -961881.611552 + Penalty 3010.484001 = -958871.127551
  nChanged 0
		SP:Iteration 46F (46541.810000 sec): 3 clusters
  Score: Raw -961881.611552 + Penalty 3010.484001 = -958871.127551
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (20225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46542.070000 sec): 2 clusters
  Score: Raw -1914511.849459 + Penalty 1611.134646 = -1912900.714813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46542.350000 sec): 3 clusters
  Score: Raw -1902350.483821 + Penalty 3222.269291 = -1899128.214529
  nChanged 9152
		SP:Iteration 1F (46542.700000 sec): 3 clusters
  Score: Raw -1907375.790266 + Penalty 3222.269291 = -1904153.520975
  nChanged 1058
		SP:Iteration 2F (46543.010000 sec): 3 clusters
  Score: Raw -1907807.760413 + Penalty 3222.269291 = -1904585.491121
  nChanged 1026
		SP:Iteration 3F (46543.370000 sec): 3 clusters
  Score: Raw -1908211.822213 + Penalty 3222.269291 = -1904989.552922
  nChanged 1011
		SP:Iteration 4Q (46543.680000 sec): 3 clusters
  Score: Raw -1908613.349329 + Penalty 3222.269291 = -1905391.080038
  nChanged 898
		SP:Iteration 5Q (46544.030000 sec): 3 clusters
  Score: Raw -1908942.038212 + Penalty 3222.269291 = -1905719.768921
  nChanged 840
		SP:Iteration 6Q (46544.350000 sec): 3 clusters
  Score: Raw -1909244.701191 + Penalty 3222.269291 = -1906022.431900
  nChanged 848
		SP:Iteration 7Q (46544.670000 sec): 3 clusters
  Score: Raw -1909578.534584 + Penalty 3222.269291 = -1906356.265293
  nChanged 876
		SP:Iteration 8Q (46545.020000 sec): 3 clusters
  Score: Raw -1909953.565519 + Penalty 3222.269291 = -1906731.296228
  nChanged 926
		SP:Iteration 9Q (46545.340000 sec): 3 clusters
  Score: Raw -1910402.187254 + Penalty 3222.269291 = -1907179.917963
  nChanged 985
		SP:Iteration 10Q (46545.700000 sec): 3 clusters
  Score: Raw -1910912.320552 + Penalty 3222.269291 = -1907690.051261
  nChanged 955
		SP:Iteration 11Q (46546.020000 sec): 3 clusters
  Score: Raw -1911468.479570 + Penalty 3222.269291 = -1908246.210279
  nChanged 961
		SP:Iteration 12Q (46546.380000 sec): 3 clusters
  Score: Raw -1912082.945376 + Penalty 3222.269291 = -1908860.676085
  nChanged 877
		SP:Iteration 13Q (46546.690000 sec): 3 clusters
  Score: Raw -1912673.390198 + Penalty 3222.269291 = -1909451.120907
  nChanged 729
		SP:Iteration 14Q (46547.050000 sec): 3 clusters
  Score: Raw -1913197.290100 + Penalty 3222.269291 = -1909975.020809
  nChanged 590
		SP:Iteration 15Q (46547.370000 sec): 3 clusters
  Score: Raw -1913647.627239 + Penalty 3222.269291 = -1910425.357948
  nChanged 463
		SP:Iteration 16Q (46547.740000 sec): 3 clusters
  Score: Raw -1914026.497200 + Penalty 3222.269291 = -1910804.227909
  nChanged 320
		SP:Iteration 17Q (46548.060000 sec): 3 clusters
  Score: Raw -1914291.987935 + Penalty 3222.269291 = -1911069.718644
  nChanged 196
		SP:Iteration 18Q (46548.380000 sec): 3 clusters
  Score: Raw -1914436.694976 + Penalty 3222.269291 = -1911214.425685
  nChanged 108
		SP:Iteration 19Q (46548.700000 sec): 3 clusters
  Score: Raw -1914530.320264 + Penalty 3222.269291 = -1911308.050973
  nChanged 67
		SP:Iteration 20F (46549.010000 sec): 3 clusters
  Score: Raw -1914593.474182 + Penalty 3222.269291 = -1911371.204891
  nChanged 52
		SP:Iteration 21Q (46549.330000 sec): 3 clusters
  Score: Raw -1914637.856450 + Penalty 3222.269291 = -1911415.587159
  nChanged 29
		SP:Iteration 22Q (46549.650000 sec): 3 clusters
  Score: Raw -1914661.608047 + Penalty 3222.269291 = -1911439.338756
  nChanged 24
		SP:Iteration 23Q (46549.970000 sec): 3 clusters
  Score: Raw -1914681.688339 + Penalty 3222.269291 = -1911459.419048
  nChanged 15
		SP:Iteration 24Q (46550.290000 sec): 3 clusters
  Score: Raw -1914694.683085 + Penalty 3222.269291 = -1911472.413794
  nChanged 14
		SP:Iteration 25Q (46550.610000 sec): 3 clusters
  Score: Raw -1914708.018981 + Penalty 3222.269291 = -1911485.749690
  nChanged 9
		SP:Iteration 26Q (46550.930000 sec): 3 clusters
  Score: Raw -1914720.459581 + Penalty 3222.269291 = -1911498.190289
  nChanged 4
		SP:Iteration 27Q (46551.250000 sec): 3 clusters
  Score: Raw -1914725.239685 + Penalty 3222.269291 = -1911502.970394
  nChanged 7
		SP:Iteration 28Q (46551.480000 sec): 3 clusters
  Score: Raw -1914732.812264 + Penalty 3222.269291 = -1911510.542973
  nChanged 7
		SP:Iteration 29Q (46551.850000 sec): 3 clusters
  Score: Raw -1914740.864564 + Penalty 3222.269291 = -1911518.595273
  nChanged 3
		SP:Iteration 30Q (46552.160000 sec): 3 clusters
  Score: Raw -1914744.285015 + Penalty 3222.269291 = -1911522.015723
  nChanged 1
		SP:Iteration 31Q (46552.550000 sec): 3 clusters
  Score: Raw -1914744.686727 + Penalty 3222.269291 = -1911522.417436
  nChanged 1
		SP:Iteration 32Q (46552.770000 sec): 3 clusters
  Score: Raw -1914745.308932 + Penalty 3222.269291 = -1911523.039641
  nChanged 1
		SP:Iteration 33Q (46553.080000 sec): 3 clusters
  Score: Raw -1914746.448968 + Penalty 3222.269291 = -1911524.179677
  nChanged 3
		SP:Iteration 34Q (46553.400000 sec): 3 clusters
  Score: Raw -1914749.147192 + Penalty 3222.269291 = -1911526.877901
  nChanged 4
		SP:Iteration 35Q (46553.720000 sec): 3 clusters
  Score: Raw -1914753.708867 + Penalty 3222.269291 = -1911531.439576
  nChanged 1
		SP:Iteration 36Q (46554.030000 sec): 3 clusters
  Score: Raw -1914754.046172 + Penalty 3222.269291 = -1911531.776881
  nChanged 0
		SP:Iteration 37F (46554.350000 sec): 3 clusters
  Score: Raw -1914754.046172 + Penalty 3222.269291 = -1911531.776881
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (3205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46554.460000 sec): 2 clusters
  Score: Raw -259891.928100 + Penalty 1311.775948 = -258580.152153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46554.640000 sec): 3 clusters
  Score: Raw -258438.859732 + Penalty 2623.551895 = -255815.307837
  nChanged 1211
		SP:Iteration 1F (46554.810000 sec): 3 clusters
  Score: Raw -259251.246558 + Penalty 2623.551895 = -256627.694663
  nChanged 275
		SP:Iteration 2F (46554.990000 sec): 3 clusters
  Score: Raw -259469.639386 + Penalty 2623.551895 = -256846.087491
  nChanged 199
		SP:Iteration 3F (46555.160000 sec): 3 clusters
  Score: Raw -259610.712444 + Penalty 2623.551895 = -256987.160549
  nChanged 159
		SP:Iteration 4Q (46555.340000 sec): 3 clusters
  Score: Raw -259717.015651 + Penalty 2623.551895 = -257093.463756
  nChanged 119
		SP:Iteration 5Q (46555.510000 sec): 3 clusters
  Score: Raw -259793.869055 + Penalty 2623.551895 = -257170.317160
  nChanged 85
		SP:Iteration 6Q (46555.690000 sec): 3 clusters
  Score: Raw -259844.225761 + Penalty 2623.551895 = -257220.673866
  nChanged 71
		SP:Iteration 7Q (46555.860000 sec): 3 clusters
  Score: Raw -259879.079989 + Penalty 2623.551895 = -257255.528093
  nChanged 55
		SP:Iteration 8Q (46556.040000 sec): 3 clusters
  Score: Raw -259903.785157 + Penalty 2623.551895 = -257280.233262
  nChanged 35
		SP:Iteration 9Q (46556.220000 sec): 3 clusters
  Score: Raw -259916.664927 + Penalty 2623.551895 = -257293.113032
  nChanged 28
		SP:Iteration 10Q (46556.390000 sec): 3 clusters
  Score: Raw -259927.490000 + Penalty 2623.551895 = -257303.938105
  nChanged 23
		SP:Iteration 11Q (46556.570000 sec): 3 clusters
  Score: Raw -259937.604377 + Penalty 2623.551895 = -257314.052482
  nChanged 26
		SP:Iteration 12Q (46556.740000 sec): 3 clusters
  Score: Raw -259946.611740 + Penalty 2623.551895 = -257323.059845
  nChanged 20
		SP:Iteration 13Q (46556.920000 sec): 3 clusters
  Score: Raw -259956.709909 + Penalty 2623.551895 = -257333.158014
  nChanged 25
		SP:Iteration 14Q (46557.100000 sec): 3 clusters
  Score: Raw -259968.912435 + Penalty 2623.551895 = -257345.360540
  nChanged 29
		SP:Iteration 15Q (46557.270000 sec): 3 clusters
  Score: Raw -259979.689888 + Penalty 2623.551895 = -257356.137993
  nChanged 22
		SP:Iteration 16Q (46557.490000 sec): 3 clusters
  Score: Raw -259988.432374 + Penalty 2623.551895 = -257364.880479
  nChanged 28
		SP:Iteration 17Q (46557.640000 sec): 3 clusters
  Score: Raw -259998.047133 + Penalty 2623.551895 = -257374.495238
  nChanged 22
		SP:Iteration 18Q (46557.820000 sec): 3 clusters
  Score: Raw -260008.684311 + Penalty 2623.551895 = -257385.132416
  nChanged 21
		SP:Iteration 19Q (46558.000000 sec): 3 clusters
  Score: Raw -260016.477841 + Penalty 2623.551895 = -257392.925946
  nChanged 16
		SP:Iteration 20F (46558.170000 sec): 3 clusters
  Score: Raw -260021.035406 + Penalty 2623.551895 = -257397.483511
  nChanged 8
		SP:Iteration 21Q (46558.240000 sec): 3 clusters
  Score: Raw -260022.508120 + Penalty 2623.551895 = -257398.956225
  nChanged 5
		SP:Iteration 22Q (46558.310000 sec): 3 clusters
  Score: Raw -260023.509329 + Penalty 2623.551895 = -257399.957434
  nChanged 0
		SP:Iteration 23F (46558.370000 sec): 3 clusters
  Score: Raw -260023.509329 + Penalty 2623.551895 = -257399.957434
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46558.420000 sec): 2 clusters
  Score: Raw -80848.480899 + Penalty 1136.812000 = -79711.668899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46558.450000 sec): 3 clusters
  Score: Raw -80553.124817 + Penalty 2273.624001 = -78279.500817
  nChanged 337
		SP:Iteration 1F (46558.470000 sec): 3 clusters
  Score: Raw -80938.083737 + Penalty 2273.624001 = -78664.459736
  nChanged 111
		SP:Iteration 2F (46558.500000 sec): 3 clusters
  Score: Raw -81120.770482 + Penalty 2273.624001 = -78847.146481
  nChanged 81
		SP:Iteration 3F (46558.520000 sec): 3 clusters
  Score: Raw -81302.511909 + Penalty 2273.624001 = -79028.887908
  nChanged 54
		SP:Iteration 4Q (46558.550000 sec): 3 clusters
  Score: Raw -81411.293724 + Penalty 2273.624001 = -79137.669723
  nChanged 35
		SP:Iteration 5Q (46558.570000 sec): 3 clusters
  Score: Raw -81498.856054 + Penalty 2273.624001 = -79225.232053
  nChanged 39
		SP:Iteration 6Q (46558.600000 sec): 3 clusters
  Score: Raw -81551.999286 + Penalty 2273.624001 = -79278.375286
  nChanged 30
		SP:Iteration 7Q (46558.620000 sec): 3 clusters
  Score: Raw -81584.304939 + Penalty 2273.624001 = -79310.680938
  nChanged 17
		SP:Iteration 8Q (46558.640000 sec): 3 clusters
  Score: Raw -81601.294165 + Penalty 2273.624001 = -79327.670164
  nChanged 13
		SP:Iteration 9Q (46558.670000 sec): 3 clusters
  Score: Raw -81610.430992 + Penalty 2273.624001 = -79336.806992
  nChanged 7
		SP:Iteration 10Q (46558.690000 sec): 3 clusters
  Score: Raw -81618.071006 + Penalty 2273.624001 = -79344.447005
  nChanged 8
		SP:Iteration 11Q (46558.720000 sec): 3 clusters
  Score: Raw -81627.429318 + Penalty 2273.624001 = -79353.805318
  nChanged 9
		SP:Iteration 12Q (46558.740000 sec): 3 clusters
  Score: Raw -81635.184633 + Penalty 2273.624001 = -79361.560632
  nChanged 6
		SP:Iteration 13Q (46558.770000 sec): 3 clusters
  Score: Raw -81641.698190 + Penalty 2273.624001 = -79368.074189
  nChanged 6
		SP:Iteration 14Q (46558.790000 sec): 3 clusters
  Score: Raw -81650.493303 + Penalty 2273.624001 = -79376.869302
  nChanged 4
		SP:Iteration 15Q (46558.820000 sec): 3 clusters
  Score: Raw -81655.350931 + Penalty 2273.624001 = -79381.726930
  nChanged 2
		SP:Iteration 16Q (46558.840000 sec): 3 clusters
  Score: Raw -81656.257185 + Penalty 2273.624001 = -79382.633184
  nChanged 0
		SP:Iteration 17F (46558.860000 sec): 3 clusters
  Score: Raw -81656.257185 + Penalty 2273.624001 = -79382.633184
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (6119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46558.980000 sec): 2 clusters
  Score: Raw -541434.122954 + Penalty 1416.862519 = -540017.260435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46559.210000 sec): 3 clusters
  Score: Raw -538181.567691 + Penalty 2833.725038 = -535347.842653
  nChanged 2501
		SP:Iteration 1F (46559.340000 sec): 3 clusters
  Score: Raw -539804.746749 + Penalty 2833.725038 = -536971.021711
  nChanged 580
		SP:Iteration 2F (46559.440000 sec): 3 clusters
  Score: Raw -540323.179277 + Penalty 2833.725038 = -537489.454238
  nChanged 469
		SP:Iteration 3F (46559.640000 sec): 3 clusters
  Score: Raw -540737.457115 + Penalty 2833.725038 = -537903.732076
  nChanged 405
		SP:Iteration 4F (46559.850000 sec): 3 clusters
  Score: Raw -541053.918758 + Penalty 2833.725038 = -538220.193720
  nChanged 337
		SP:Iteration 5F (46560.020000 sec): 3 clusters
  Score: Raw -541279.204039 + Penalty 2833.725038 = -538445.479001
  nChanged 276
		SP:Iteration 6Q (46560.140000 sec): 3 clusters
  Score: Raw -541445.997874 + Penalty 2833.725038 = -538612.272836
  nChanged 221
		SP:Iteration 7Q (46560.330000 sec): 3 clusters
  Score: Raw -541565.732791 + Penalty 2833.725038 = -538732.007753
  nChanged 161
		SP:Iteration 8Q (46560.500000 sec): 3 clusters
  Score: Raw -541643.822430 + Penalty 2833.725038 = -538810.097392
  nChanged 122
		SP:Iteration 9Q (46560.660000 sec): 3 clusters
  Score: Raw -541690.269143 + Penalty 2833.725038 = -538856.544105
  nChanged 97
		SP:Iteration 10Q (46560.830000 sec): 3 clusters
  Score: Raw -541728.293417 + Penalty 2833.725038 = -538894.568379
  nChanged 74
		SP:Iteration 11Q (46561.000000 sec): 3 clusters
  Score: Raw -541758.861938 + Penalty 2833.725038 = -538925.136899
  nChanged 69
		SP:Iteration 12Q (46561.160000 sec): 3 clusters
  Score: Raw -541785.139445 + Penalty 2833.725038 = -538951.414407
  nChanged 67
		SP:Iteration 13Q (46561.320000 sec): 3 clusters
  Score: Raw -541804.379673 + Penalty 2833.725038 = -538970.654635
  nChanged 43
		SP:Iteration 14Q (46561.490000 sec): 3 clusters
  Score: Raw -541818.279351 + Penalty 2833.725038 = -538984.554313
  nChanged 48
		SP:Iteration 15Q (46561.700000 sec): 3 clusters
  Score: Raw -541830.220326 + Penalty 2833.725038 = -538996.495288
  nChanged 43
		SP:Iteration 16Q (46561.910000 sec): 3 clusters
  Score: Raw -541840.462493 + Penalty 2833.725038 = -539006.737455
  nChanged 30
		SP:Iteration 17Q (46562.100000 sec): 3 clusters
  Score: Raw -541850.417791 + Penalty 2833.725038 = -539016.692753
  nChanged 33
		SP:Iteration 18Q (46562.310000 sec): 3 clusters
  Score: Raw -541856.970511 + Penalty 2833.725038 = -539023.245473
  nChanged 20
		SP:Iteration 19Q (46562.480000 sec): 3 clusters
  Score: Raw -541861.284647 + Penalty 2833.725038 = -539027.559609
  nChanged 19
		SP:Iteration 20F (46562.660000 sec): 3 clusters
  Score: Raw -541867.297588 + Penalty 2833.725038 = -539033.572550
  nChanged 22
		SP:Iteration 21Q (46562.800000 sec): 3 clusters
  Score: Raw -541874.724920 + Penalty 2833.725038 = -539040.999882
  nChanged 21
		SP:Iteration 22Q (46562.960000 sec): 3 clusters
  Score: Raw -541879.838602 + Penalty 2833.725038 = -539046.113563
  nChanged 19
		SP:Iteration 23Q (46563.120000 sec): 3 clusters
  Score: Raw -541884.281287 + Penalty 2833.725038 = -539050.556248
  nChanged 16
		SP:Iteration 24Q (46563.290000 sec): 3 clusters
  Score: Raw -541888.477538 + Penalty 2833.725038 = -539054.752499
  nChanged 15
		SP:Iteration 25Q (46563.430000 sec): 3 clusters
  Score: Raw -541891.853849 + Penalty 2833.725038 = -539058.128810
  nChanged 14
		SP:Iteration 26Q (46563.540000 sec): 3 clusters
  Score: Raw -541895.127775 + Penalty 2833.725038 = -539061.402737
  nChanged 12
		SP:Iteration 27Q (46563.750000 sec): 3 clusters
  Score: Raw -541897.211351 + Penalty 2833.725038 = -539063.486313
  nChanged 18
		SP:Iteration 28Q (46563.920000 sec): 3 clusters
  Score: Raw -541900.088691 + Penalty 2833.725038 = -539066.363653
  nChanged 12
		SP:Iteration 29Q (46564.080000 sec): 3 clusters
  Score: Raw -541903.598605 + Penalty 2833.725038 = -539069.873567
  nChanged 18
		SP:Iteration 30Q (46564.250000 sec): 3 clusters
  Score: Raw -541907.464539 + Penalty 2833.725038 = -539073.739501
  nChanged 14
		SP:Iteration 31Q (46564.360000 sec): 3 clusters
  Score: Raw -541911.036503 + Penalty 2833.725038 = -539077.311465
  nChanged 9
		SP:Iteration 32Q (46564.460000 sec): 3 clusters
  Score: Raw -541913.734551 + Penalty 2833.725038 = -539080.009513
  nChanged 10
		SP:Iteration 33Q (46564.650000 sec): 3 clusters
  Score: Raw -541916.092235 + Penalty 2833.725038 = -539082.367196
  nChanged 10
		SP:Iteration 34Q (46564.860000 sec): 3 clusters
  Score: Raw -541917.902488 + Penalty 2833.725038 = -539084.177450
  nChanged 10
		SP:Iteration 35Q (46565.050000 sec): 3 clusters
  Score: Raw -541919.988883 + Penalty 2833.725038 = -539086.263845
  nChanged 3
		SP:Iteration 36Q (46565.260000 sec): 3 clusters
  Score: Raw -541920.420323 + Penalty 2833.725038 = -539086.695285
  nChanged 7
		SP:Iteration 37Q (46565.430000 sec): 3 clusters
  Score: Raw -541922.091847 + Penalty 2833.725038 = -539088.366809
  nChanged 9
		SP:Iteration 38Q (46565.590000 sec): 3 clusters
  Score: Raw -541923.551097 + Penalty 2833.725038 = -539089.826059
  nChanged 7
		SP:Iteration 39Q (46565.790000 sec): 3 clusters
  Score: Raw -541924.468824 + Penalty 2833.725038 = -539090.743786
  nChanged 7
		SP:Iteration 40F (46565.960000 sec): 3 clusters
  Score: Raw -541925.729664 + Penalty 2833.725038 = -539092.004626
  nChanged 5
		SP:Iteration 41Q (46566.120000 sec): 3 clusters
  Score: Raw -541926.334228 + Penalty 2833.725038 = -539092.609190
  nChanged 1
		SP:Iteration 42Q (46566.220000 sec): 3 clusters
  Score: Raw -541927.082992 + Penalty 2833.725038 = -539093.357953
  nChanged 4
		SP:Iteration 43Q (46566.320000 sec): 3 clusters
  Score: Raw -541928.517631 + Penalty 2833.725038 = -539094.792593
  nChanged 7
		SP:Iteration 44Q (46566.430000 sec): 3 clusters
  Score: Raw -541930.984442 + Penalty 2833.725038 = -539097.259404
  nChanged 9
		SP:Iteration 45Q (46566.530000 sec): 3 clusters
  Score: Raw -541933.864620 + Penalty 2833.725038 = -539100.139582
  nChanged 13
		SP:Iteration 46Q (46566.740000 sec): 3 clusters
  Score: Raw -541936.622528 + Penalty 2833.725038 = -539102.897490
  nChanged 11
		SP:Iteration 47Q (46566.920000 sec): 3 clusters
  Score: Raw -541939.113009 + Penalty 2833.725038 = -539105.387971
  nChanged 15
		SP:Iteration 48Q (46567.090000 sec): 3 clusters
  Score: Raw -541941.814943 + Penalty 2833.725038 = -539108.089905
  nChanged 8
		SP:Iteration 49Q (46567.250000 sec): 3 clusters
  Score: Raw -541943.178968 + Penalty 2833.725038 = -539109.453930
  nChanged 8
		SP:Iteration 50Q (46567.420000 sec): 3 clusters
  Score: Raw -541945.034313 + Penalty 2833.725038 = -539111.309275
  nChanged 14
		SP:Iteration 51Q (46567.580000 sec): 3 clusters
  Score: Raw -541947.898450 + Penalty 2833.725038 = -539114.173412
  nChanged 16
		SP:Iteration 52Q (46567.750000 sec): 3 clusters
  Score: Raw -541950.734646 + Penalty 2833.725038 = -539117.009607
  nChanged 12
		SP:Iteration 53Q (46567.920000 sec): 3 clusters
  Score: Raw -541952.274884 + Penalty 2833.725038 = -539118.549846
  nChanged 9
		SP:Iteration 54Q (46568.080000 sec): 3 clusters
  Score: Raw -541954.366660 + Penalty 2833.725038 = -539120.641622
  nChanged 4
		SP:Iteration 55Q (46568.240000 sec): 3 clusters
  Score: Raw -541954.978881 + Penalty 2833.725038 = -539121.253843
  nChanged 2
		SP:Iteration 56Q (46568.410000 sec): 3 clusters
  Score: Raw -541955.247682 + Penalty 2833.725038 = -539121.522644
  nChanged 4
		SP:Iteration 57Q (46568.610000 sec): 3 clusters
  Score: Raw -541955.920444 + Penalty 2833.725038 = -539122.195406
  nChanged 4
		SP:Iteration 58Q (46568.780000 sec): 3 clusters
  Score: Raw -541956.521743 + Penalty 2833.725038 = -539122.796705
  nChanged 2
		SP:Iteration 59Q (46568.940000 sec): 3 clusters
  Score: Raw -541956.849269 + Penalty 2833.725038 = -539123.124231
  nChanged 6
		SP:Iteration 60F (46569.110000 sec): 3 clusters
  Score: Raw -541957.637785 + Penalty 2833.725038 = -539123.912747
  nChanged 5
		SP:Iteration 61Q (46569.280000 sec): 3 clusters
  Score: Raw -541958.648151 + Penalty 2833.725038 = -539124.923113
  nChanged 3
		SP:Iteration 62Q (46569.440000 sec): 3 clusters
  Score: Raw -541958.990907 + Penalty 2833.725038 = -539125.265869
  nChanged 1
		SP:Iteration 63Q (46569.610000 sec): 3 clusters
  Score: Raw -541959.433207 + Penalty 2833.725038 = -539125.708169
  nChanged 1
		SP:Iteration 64Q (46569.770000 sec): 3 clusters
  Score: Raw -541959.720932 + Penalty 2833.725038 = -539125.995894
  nChanged 2
		SP:Iteration 65Q (46569.980000 sec): 3 clusters
  Score: Raw -541960.183227 + Penalty 2833.725038 = -539126.458189
  nChanged 1
		SP:Iteration 66Q (46570.150000 sec): 3 clusters
  Score: Raw -541960.279803 + Penalty 2833.725038 = -539126.554765
  nChanged 3
		SP:Iteration 67Q (46570.320000 sec): 3 clusters
  Score: Raw -541960.602133 + Penalty 2833.725038 = -539126.877095
  nChanged 2
		SP:Iteration 68Q (46570.480000 sec): 3 clusters
  Score: Raw -541960.738738 + Penalty 2833.725038 = -539127.013700
  nChanged 4
		SP:Iteration 69Q (46570.650000 sec): 3 clusters
  Score: Raw -541961.293947 + Penalty 2833.725038 = -539127.568908
  nChanged 4
		SP:Iteration 70Q (46570.810000 sec): 3 clusters
  Score: Raw -541962.279772 + Penalty 2833.725038 = -539128.554734
  nChanged 3
		SP:Iteration 71Q (46570.980000 sec): 3 clusters
  Score: Raw -541963.013855 + Penalty 2833.725038 = -539129.288817
  nChanged 6
		SP:Iteration 72Q (46571.140000 sec): 3 clusters
  Score: Raw -541963.915808 + Penalty 2833.725038 = -539130.190770
  nChanged 4
		SP:Iteration 73Q (46571.240000 sec): 3 clusters
  Score: Raw -541965.004060 + Penalty 2833.725038 = -539131.279022
  nChanged 7
		SP:Iteration 74Q (46571.340000 sec): 3 clusters
  Score: Raw -541966.195181 + Penalty 2833.725038 = -539132.470143
  nChanged 9
		SP:Iteration 75Q (46571.440000 sec): 3 clusters
  Score: Raw -541967.800092 + Penalty 2833.725038 = -539134.075054
  nChanged 11
		SP:Iteration 76Q (46571.540000 sec): 3 clusters
  Score: Raw -541970.268203 + Penalty 2833.725038 = -539136.543165
  nChanged 14
		SP:Iteration 77Q (46571.640000 sec): 3 clusters
  Score: Raw -541974.019841 + Penalty 2833.725038 = -539140.294803
  nChanged 10
		SP:Iteration 78Q (46571.740000 sec): 3 clusters
  Score: Raw -541976.708607 + Penalty 2833.725038 = -539142.983569
  nChanged 14
		SP:Iteration 79Q (46571.840000 sec): 3 clusters
  Score: Raw -541979.704634 + Penalty 2833.725038 = -539145.979596
  nChanged 14
		SP:Iteration 80F (46571.930000 sec): 3 clusters
  Score: Raw -541983.180881 + Penalty 2833.725038 = -539149.455842
  nChanged 14
		SP:Iteration 81Q (46572.030000 sec): 3 clusters
  Score: Raw -541986.422081 + Penalty 2833.725038 = -539152.697043
  nChanged 12
		SP:Iteration 82Q (46572.130000 sec): 3 clusters
  Score: Raw -541989.384188 + Penalty 2833.725038 = -539155.659149
  nChanged 8
		SP:Iteration 83Q (46572.240000 sec): 3 clusters
  Score: Raw -541990.533226 + Penalty 2833.725038 = -539156.808188
  nChanged 8
		SP:Iteration 84Q (46572.430000 sec): 3 clusters
  Score: Raw -541992.096560 + Penalty 2833.725038 = -539158.371522
  nChanged 6
		SP:Iteration 85Q (46572.630000 sec): 3 clusters
  Score: Raw -541993.634693 + Penalty 2833.725038 = -539159.909655
  nChanged 5
		SP:Iteration 86Q (46572.800000 sec): 3 clusters
  Score: Raw -541994.808384 + Penalty 2833.725038 = -539161.083346
  nChanged 9
		SP:Iteration 87Q (46572.870000 sec): 3 clusters
  Score: Raw -541996.878148 + Penalty 2833.725038 = -539163.153110
  nChanged 10
		SP:Iteration 88Q (46573.070000 sec): 3 clusters
  Score: Raw -541999.386810 + Penalty 2833.725038 = -539165.661772
  nChanged 10
		SP:Iteration 89Q (46573.290000 sec): 3 clusters
  Score: Raw -542000.883108 + Penalty 2833.725038 = -539167.158070
  nChanged 6
		SP:Iteration 90Q (46573.350000 sec): 3 clusters
  Score: Raw -542003.321268 + Penalty 2833.725038 = -539169.596230
  nChanged 12
		SP:Iteration 91Q (46573.470000 sec): 3 clusters
  Score: Raw -542006.712606 + Penalty 2833.725038 = -539172.987568
  nChanged 15
		SP:Iteration 92Q (46573.570000 sec): 3 clusters
  Score: Raw -542010.467327 + Penalty 2833.725038 = -539176.742289
  nChanged 12
		SP:Iteration 93Q (46573.670000 sec): 3 clusters
  Score: Raw -542013.201884 + Penalty 2833.725038 = -539179.476846
  nChanged 9
		SP:Iteration 94Q (46573.770000 sec): 3 clusters
  Score: Raw -542014.552157 + Penalty 2833.725038 = -539180.827119
  nChanged 6
		SP:Iteration 95Q (46573.870000 sec): 3 clusters
  Score: Raw -542015.198414 + Penalty 2833.725038 = -539181.473375
  nChanged 2
		SP:Iteration 96Q (46573.970000 sec): 3 clusters
  Score: Raw -542015.445030 + Penalty 2833.725038 = -539181.719992
  nChanged 2
		SP:Iteration 97Q (46574.070000 sec): 3 clusters
  Score: Raw -542015.689783 + Penalty 2833.725038 = -539181.964745
  nChanged 2
		SP:Iteration 98Q (46574.170000 sec): 3 clusters
  Score: Raw -542016.489789 + Penalty 2833.725038 = -539182.764750
  nChanged 6
		SP:Iteration 99Q (46574.270000 sec): 3 clusters
  Score: Raw -542017.602649 + Penalty 2833.725038 = -539183.877611
  nChanged 3
		SP:Iteration 100F (46574.370000 sec): 3 clusters
  Score: Raw -542017.980760 + Penalty 2833.725038 = -539184.255722
  nChanged 1
		SP:Iteration 101Q (46574.480000 sec): 3 clusters
  Score: Raw -542018.054643 + Penalty 2833.725038 = -539184.329605
  nChanged 0
		SP:Iteration 102F (46574.670000 sec): 3 clusters
  Score: Raw -542018.054643 + Penalty 2833.725038 = -539184.329605
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (2693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46574.770000 sec): 2 clusters
  Score: Raw -180193.944064 + Penalty 1283.491803 = -178910.452261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46574.950000 sec): 3 clusters
  Score: Raw -178990.524179 + Penalty 2566.983605 = -176423.540574
  nChanged 1012
		SP:Iteration 1F (46575.120000 sec): 3 clusters
  Score: Raw -179772.663828 + Penalty 2566.983605 = -177205.680223
  nChanged 271
		SP:Iteration 2F (46575.300000 sec): 3 clusters
  Score: Raw -180093.702898 + Penalty 2566.983605 = -177526.719293
  nChanged 230
		SP:Iteration 3F (46575.470000 sec): 3 clusters
  Score: Raw -180353.526886 + Penalty 2566.983605 = -177786.543281
  nChanged 159
		SP:Iteration 4F (46575.650000 sec): 3 clusters
  Score: Raw -180484.340252 + Penalty 2566.983605 = -177917.356647
  nChanged 100
		SP:Iteration 5Q (46575.830000 sec): 3 clusters
  Score: Raw -180548.285775 + Penalty 2566.983605 = -177981.302170
  nChanged 62
		SP:Iteration 6Q (46576.000000 sec): 3 clusters
  Score: Raw -180585.178186 + Penalty 2566.983605 = -178018.194581
  nChanged 43
		SP:Iteration 7Q (46576.170000 sec): 3 clusters
  Score: Raw -180606.918580 + Penalty 2566.983605 = -178039.934975
  nChanged 39
		SP:Iteration 8Q (46576.350000 sec): 3 clusters
  Score: Raw -180629.032729 + Penalty 2566.983605 = -178062.049124
  nChanged 36
		SP:Iteration 9Q (46576.530000 sec): 3 clusters
  Score: Raw -180650.328817 + Penalty 2566.983605 = -178083.345212
  nChanged 40
		SP:Iteration 10Q (46576.700000 sec): 3 clusters
  Score: Raw -180669.487004 + Penalty 2566.983605 = -178102.503399
  nChanged 28
		SP:Iteration 11Q (46576.880000 sec): 3 clusters
  Score: Raw -180682.398620 + Penalty 2566.983605 = -178115.415015
  nChanged 28
		SP:Iteration 12Q (46577.050000 sec): 3 clusters
  Score: Raw -180695.955880 + Penalty 2566.983605 = -178128.972275
  nChanged 22
		SP:Iteration 13Q (46577.230000 sec): 3 clusters
  Score: Raw -180705.737163 + Penalty 2566.983605 = -178138.753558
  nChanged 18
		SP:Iteration 14Q (46577.400000 sec): 3 clusters
  Score: Raw -180715.052952 + Penalty 2566.983605 = -178148.069346
  nChanged 18
		SP:Iteration 15Q (46577.570000 sec): 3 clusters
  Score: Raw -180722.426427 + Penalty 2566.983605 = -178155.442821
  nChanged 12
		SP:Iteration 16Q (46577.750000 sec): 3 clusters
  Score: Raw -180725.870212 + Penalty 2566.983605 = -178158.886607
  nChanged 11
		SP:Iteration 17Q (46577.930000 sec): 3 clusters
  Score: Raw -180730.288933 + Penalty 2566.983605 = -178163.305328
  nChanged 8
		SP:Iteration 18Q (46578.100000 sec): 3 clusters
  Score: Raw -180732.794071 + Penalty 2566.983605 = -178165.810466
  nChanged 8
		SP:Iteration 19Q (46578.280000 sec): 3 clusters
  Score: Raw -180735.030242 + Penalty 2566.983605 = -178168.046637
  nChanged 2
		SP:Iteration 20F (46578.370000 sec): 3 clusters
  Score: Raw -180735.572069 + Penalty 2566.983605 = -178168.588463
  nChanged 1
		SP:Iteration 21Q (46578.430000 sec): 3 clusters
  Score: Raw -180736.029188 + Penalty 2566.983605 = -178169.045583
  nChanged 0
		SP:Iteration 22F (46578.480000 sec): 3 clusters
  Score: Raw -180736.029188 + Penalty 2566.983605 = -178169.045583
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (2559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46578.540000 sec): 2 clusters
  Score: Raw -211752.241527 + Penalty 1275.197923 = -210477.043603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46578.590000 sec): 3 clusters
  Score: Raw -210671.484995 + Penalty 2550.395847 = -208121.089148
  nChanged 911
		SP:Iteration 1F (46578.640000 sec): 3 clusters
  Score: Raw -211352.401507 + Penalty 2550.395847 = -208802.005660
  nChanged 227
		SP:Iteration 2F (46578.690000 sec): 3 clusters
  Score: Raw -211579.002843 + Penalty 2550.395847 = -209028.606996
  nChanged 178
		SP:Iteration 3F (46578.740000 sec): 3 clusters
  Score: Raw -211761.534576 + Penalty 2550.395847 = -209211.138729
  nChanged 141
		SP:Iteration 4F (46578.790000 sec): 3 clusters
  Score: Raw -211876.145038 + Penalty 2550.395847 = -209325.749191
  nChanged 91
		SP:Iteration 5Q (46578.830000 sec): 3 clusters
  Score: Raw -211934.919790 + Penalty 2550.395847 = -209384.523943
  nChanged 65
		SP:Iteration 6Q (46578.880000 sec): 3 clusters
  Score: Raw -211979.565588 + Penalty 2550.395847 = -209429.169742
  nChanged 42
		SP:Iteration 7Q (46578.930000 sec): 3 clusters
  Score: Raw -212009.611941 + Penalty 2550.395847 = -209459.216094
  nChanged 39
		SP:Iteration 8Q (46578.980000 sec): 3 clusters
  Score: Raw -212034.604725 + Penalty 2550.395847 = -209484.208879
  nChanged 28
		SP:Iteration 9Q (46579.030000 sec): 3 clusters
  Score: Raw -212059.410339 + Penalty 2550.395847 = -209509.014492
  nChanged 33
		SP:Iteration 10Q (46579.070000 sec): 3 clusters
  Score: Raw -212075.306105 + Penalty 2550.395847 = -209524.910258
  nChanged 26
		SP:Iteration 11Q (46579.130000 sec): 3 clusters
  Score: Raw -212089.689546 + Penalty 2550.395847 = -209539.293700
  nChanged 19
		SP:Iteration 12Q (46579.170000 sec): 3 clusters
  Score: Raw -212103.042254 + Penalty 2550.395847 = -209552.646407
  nChanged 26
		SP:Iteration 13Q (46579.220000 sec): 3 clusters
  Score: Raw -212116.933179 + Penalty 2550.395847 = -209566.537332
  nChanged 17
		SP:Iteration 14Q (46579.270000 sec): 3 clusters
  Score: Raw -212123.955419 + Penalty 2550.395847 = -209573.559572
  nChanged 10
		SP:Iteration 15Q (46579.320000 sec): 3 clusters
  Score: Raw -212128.352215 + Penalty 2550.395847 = -209577.956368
  nChanged 7
		SP:Iteration 16Q (46579.370000 sec): 3 clusters
  Score: Raw -212131.282013 + Penalty 2550.395847 = -209580.886166
  nChanged 5
		SP:Iteration 17Q (46579.420000 sec): 3 clusters
  Score: Raw -212133.515380 + Penalty 2550.395847 = -209583.119533
  nChanged 7
		SP:Iteration 18Q (46579.470000 sec): 3 clusters
  Score: Raw -212137.409469 + Penalty 2550.395847 = -209587.013623
  nChanged 6
		SP:Iteration 19Q (46579.520000 sec): 3 clusters
  Score: Raw -212140.275990 + Penalty 2550.395847 = -209589.880143
  nChanged 6
		SP:Iteration 20F (46579.570000 sec): 3 clusters
  Score: Raw -212142.050574 + Penalty 2550.395847 = -209591.654727
  nChanged 2
		SP:Iteration 21Q (46579.610000 sec): 3 clusters
  Score: Raw -212142.551102 + Penalty 2550.395847 = -209592.155255
  nChanged 2
		SP:Iteration 22Q (46579.660000 sec): 3 clusters
  Score: Raw -212142.956525 + Penalty 2550.395847 = -209592.560678
  nChanged 3
		SP:Iteration 23Q (46579.710000 sec): 3 clusters
  Score: Raw -212144.721498 + Penalty 2550.395847 = -209594.325651
  nChanged 6
		SP:Iteration 24Q (46579.760000 sec): 3 clusters
  Score: Raw -212148.086074 + Penalty 2550.395847 = -209597.690227
  nChanged 7
		SP:Iteration 25Q (46579.810000 sec): 3 clusters
  Score: Raw -212151.065014 + Penalty 2550.395847 = -209600.669167
  nChanged 6
		SP:Iteration 26Q (46579.860000 sec): 3 clusters
  Score: Raw -212153.987347 + Penalty 2550.395847 = -209603.591501
  nChanged 4
		SP:Iteration 27Q (46579.910000 sec): 3 clusters
  Score: Raw -212156.677168 + Penalty 2550.395847 = -209606.281321
  nChanged 9
		SP:Iteration 28Q (46579.960000 sec): 3 clusters
  Score: Raw -212163.152291 + Penalty 2550.395847 = -209612.756444
  nChanged 13
		SP:Iteration 29Q (46580.010000 sec): 3 clusters
  Score: Raw -212170.007375 + Penalty 2550.395847 = -209619.611528
  nChanged 10
		SP:Iteration 30Q (46580.050000 sec): 3 clusters
  Score: Raw -212175.438690 + Penalty 2550.395847 = -209625.042843
  nChanged 8
		SP:Iteration 31Q (46580.100000 sec): 3 clusters
  Score: Raw -212178.824574 + Penalty 2550.395847 = -209628.428727
  nChanged 10
		SP:Iteration 32Q (46580.150000 sec): 3 clusters
  Score: Raw -212182.684283 + Penalty 2550.395847 = -209632.288436
  nChanged 7
		SP:Iteration 33Q (46580.200000 sec): 3 clusters
  Score: Raw -212186.290382 + Penalty 2550.395847 = -209635.894535
  nChanged 8
		SP:Iteration 34Q (46580.250000 sec): 3 clusters
  Score: Raw -212190.210395 + Penalty 2550.395847 = -209639.814548
  nChanged 7
		SP:Iteration 35Q (46580.300000 sec): 3 clusters
  Score: Raw -212192.705595 + Penalty 2550.395847 = -209642.309748
  nChanged 6
		SP:Iteration 36Q (46580.350000 sec): 3 clusters
  Score: Raw -212194.230334 + Penalty 2550.395847 = -209643.834488
  nChanged 2
		SP:Iteration 37Q (46580.400000 sec): 3 clusters
  Score: Raw -212194.649471 + Penalty 2550.395847 = -209644.253625
  nChanged 1
		SP:Iteration 38Q (46580.450000 sec): 3 clusters
  Score: Raw -212194.796978 + Penalty 2550.395847 = -209644.401131
  nChanged 1
		SP:Iteration 39Q (46580.490000 sec): 3 clusters
  Score: Raw -212195.414953 + Penalty 2550.395847 = -209645.019107
  nChanged 3
		SP:Iteration 40F (46580.550000 sec): 3 clusters
  Score: Raw -212197.080943 + Penalty 2550.395847 = -209646.685096
  nChanged 6
		SP:Iteration 41Q (46580.590000 sec): 3 clusters
  Score: Raw -212198.941705 + Penalty 2550.395847 = -209648.545858
  nChanged 2
		SP:Iteration 42Q (46580.640000 sec): 3 clusters
  Score: Raw -212199.539378 + Penalty 2550.395847 = -209649.143531
  nChanged 2
		SP:Iteration 43Q (46580.690000 sec): 3 clusters
  Score: Raw -212200.133792 + Penalty 2550.395847 = -209649.737945
  nChanged 2
		SP:Iteration 44Q (46580.740000 sec): 3 clusters
  Score: Raw -212200.829370 + Penalty 2550.395847 = -209650.433523
  nChanged 3
		SP:Iteration 45Q (46580.790000 sec): 3 clusters
  Score: Raw -212202.843753 + Penalty 2550.395847 = -209652.447906
  nChanged 4
		SP:Iteration 46Q (46580.840000 sec): 3 clusters
  Score: Raw -212204.049745 + Penalty 2550.395847 = -209653.653899
  nChanged 0
		SP:Iteration 47F (46580.890000 sec): 3 clusters
  Score: Raw -212204.049745 + Penalty 2550.395847 = -209653.653899
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (6232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46580.970000 sec): 2 clusters
  Score: Raw -532837.829741 + Penalty 1419.836045 = -531417.993695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46581.170000 sec): 3 clusters
  Score: Raw -529475.933236 + Penalty 2839.672091 = -526636.261145
  nChanged 2635
		SP:Iteration 1F (46581.330000 sec): 3 clusters
  Score: Raw -531019.318691 + Penalty 2839.672091 = -528179.646600
  nChanged 519
		SP:Iteration 2F (46581.500000 sec): 3 clusters
  Score: Raw -531347.448655 + Penalty 2839.672091 = -528507.776564
  nChanged 396
		SP:Iteration 3F (46581.670000 sec): 3 clusters
  Score: Raw -531599.373634 + Penalty 2839.672091 = -528759.701543
  nChanged 347
		SP:Iteration 4F (46581.830000 sec): 3 clusters
  Score: Raw -531797.981459 + Penalty 2839.672091 = -528958.309368
  nChanged 303
		SP:Iteration 5Q (46582.000000 sec): 3 clusters
  Score: Raw -531969.662916 + Penalty 2839.672091 = -529129.990825
  nChanged 264
		SP:Iteration 6Q (46582.160000 sec): 3 clusters
  Score: Raw -532117.262267 + Penalty 2839.672091 = -529277.590176
  nChanged 237
		SP:Iteration 7Q (46582.370000 sec): 3 clusters
  Score: Raw -532256.429367 + Penalty 2839.672091 = -529416.757276
  nChanged 239
		SP:Iteration 8Q (46582.540000 sec): 3 clusters
  Score: Raw -532412.372918 + Penalty 2839.672091 = -529572.700827
  nChanged 218
		SP:Iteration 9Q (46582.700000 sec): 3 clusters
  Score: Raw -532546.167119 + Penalty 2839.672091 = -529706.495028
  nChanged 190
		SP:Iteration 10Q (46582.870000 sec): 3 clusters
  Score: Raw -532654.846650 + Penalty 2839.672091 = -529815.174559
  nChanged 158
		SP:Iteration 11Q (46583.060000 sec): 3 clusters
  Score: Raw -532749.750141 + Penalty 2839.672091 = -529910.078050
  nChanged 150
		SP:Iteration 12Q (46583.240000 sec): 3 clusters
  Score: Raw -532834.741637 + Penalty 2839.672091 = -529995.069546
  nChanged 129
		SP:Iteration 13Q (46583.460000 sec): 3 clusters
  Score: Raw -532899.149799 + Penalty 2839.672091 = -530059.477708
  nChanged 108
		SP:Iteration 14Q (46583.600000 sec): 3 clusters
  Score: Raw -532958.456084 + Penalty 2839.672091 = -530118.783993
  nChanged 101
		SP:Iteration 15Q (46583.770000 sec): 3 clusters
  Score: Raw -533010.507934 + Penalty 2839.672091 = -530170.835843
  nChanged 75
		SP:Iteration 16Q (46583.940000 sec): 3 clusters
  Score: Raw -533050.733837 + Penalty 2839.672091 = -530211.061746
  nChanged 72
		SP:Iteration 17Q (46584.100000 sec): 3 clusters
  Score: Raw -533087.204572 + Penalty 2839.672091 = -530247.532481
  nChanged 77
		SP:Iteration 18Q (46584.260000 sec): 3 clusters
  Score: Raw -533122.155609 + Penalty 2839.672091 = -530282.483518
  nChanged 76
		SP:Iteration 19Q (46584.430000 sec): 3 clusters
  Score: Raw -533155.792822 + Penalty 2839.672091 = -530316.120731
  nChanged 65
		SP:Iteration 20F (46584.590000 sec): 3 clusters
  Score: Raw -533183.805576 + Penalty 2839.672091 = -530344.133485
  nChanged 65
		SP:Iteration 21Q (46584.760000 sec): 3 clusters
  Score: Raw -533211.907764 + Penalty 2839.672091 = -530372.235673
  nChanged 62
		SP:Iteration 22Q (46585.010000 sec): 3 clusters
  Score: Raw -533240.346451 + Penalty 2839.672091 = -530400.674360
  nChanged 55
		SP:Iteration 23Q (46585.180000 sec): 3 clusters
  Score: Raw -533272.137262 + Penalty 2839.672091 = -530432.465171
  nChanged 59
		SP:Iteration 24Q (46585.290000 sec): 3 clusters
  Score: Raw -533306.403196 + Penalty 2839.672091 = -530466.731105
  nChanged 57
		SP:Iteration 25Q (46585.400000 sec): 3 clusters
  Score: Raw -533341.426433 + Penalty 2839.672091 = -530501.754342
  nChanged 56
		SP:Iteration 26Q (46585.500000 sec): 3 clusters
  Score: Raw -533369.170820 + Penalty 2839.672091 = -530529.498729
  nChanged 48
		SP:Iteration 27Q (46585.600000 sec): 3 clusters
  Score: Raw -533384.881382 + Penalty 2839.672091 = -530545.209291
  nChanged 30
		SP:Iteration 28Q (46585.700000 sec): 3 clusters
  Score: Raw -533396.511800 + Penalty 2839.672091 = -530556.839709
  nChanged 36
		SP:Iteration 29Q (46585.800000 sec): 3 clusters
  Score: Raw -533409.716450 + Penalty 2839.672091 = -530570.044360
  nChanged 29
		SP:Iteration 30Q (46585.900000 sec): 3 clusters
  Score: Raw -533419.618193 + Penalty 2839.672091 = -530579.946102
  nChanged 28
		SP:Iteration 31Q (46586.000000 sec): 3 clusters
  Score: Raw -533430.325314 + Penalty 2839.672091 = -530590.653223
  nChanged 19
		SP:Iteration 32Q (46586.170000 sec): 3 clusters
  Score: Raw -533437.477792 + Penalty 2839.672091 = -530597.805701
  nChanged 15
		SP:Iteration 33Q (46586.280000 sec): 3 clusters
  Score: Raw -533440.099961 + Penalty 2839.672091 = -530600.427870
  nChanged 8
		SP:Iteration 34Q (46586.370000 sec): 3 clusters
  Score: Raw -533442.909134 + Penalty 2839.672091 = -530603.237043
  nChanged 11
		SP:Iteration 35Q (46586.560000 sec): 3 clusters
  Score: Raw -533446.387499 + Penalty 2839.672091 = -530606.715408
  nChanged 15
		SP:Iteration 36Q (46586.780000 sec): 3 clusters
  Score: Raw -533449.980205 + Penalty 2839.672091 = -530610.308114
  nChanged 14
		SP:Iteration 37Q (46586.910000 sec): 3 clusters
  Score: Raw -533454.160357 + Penalty 2839.672091 = -530614.488266
  nChanged 9
		SP:Iteration 38Q (46587.080000 sec): 3 clusters
  Score: Raw -533457.666955 + Penalty 2839.672091 = -530617.994864
  nChanged 10
		SP:Iteration 39Q (46587.290000 sec): 3 clusters
  Score: Raw -533461.298438 + Penalty 2839.672091 = -530621.626347
  nChanged 7
		SP:Iteration 40F (46587.450000 sec): 3 clusters
  Score: Raw -533463.042523 + Penalty 2839.672091 = -530623.370432
  nChanged 3
		SP:Iteration 41Q (46587.620000 sec): 3 clusters
  Score: Raw -533463.861665 + Penalty 2839.672091 = -530624.189574
  nChanged 3
		SP:Iteration 42Q (46587.820000 sec): 3 clusters
  Score: Raw -533464.653166 + Penalty 2839.672091 = -530624.981075
  nChanged 3
		SP:Iteration 43Q (46588.030000 sec): 3 clusters
  Score: Raw -533466.065896 + Penalty 2839.672091 = -530626.393805
  nChanged 6
		SP:Iteration 44Q (46588.240000 sec): 3 clusters
  Score: Raw -533467.174342 + Penalty 2839.672091 = -530627.502251
  nChanged 1
		SP:Iteration 45Q (46588.400000 sec): 3 clusters
  Score: Raw -533467.276623 + Penalty 2839.672091 = -530627.604532
  nChanged 1
		SP:Iteration 46Q (46588.570000 sec): 3 clusters
  Score: Raw -533467.533931 + Penalty 2839.672091 = -530627.861840
  nChanged 4
		SP:Iteration 47Q (46588.730000 sec): 3 clusters
  Score: Raw -533468.349237 + Penalty 2839.672091 = -530628.677146
  nChanged 3
		SP:Iteration 48Q (46588.900000 sec): 3 clusters
  Score: Raw -533468.881316 + Penalty 2839.672091 = -530629.209225
  nChanged 0
		SP:Iteration 49F (46589.060000 sec): 3 clusters
  Score: Raw -533468.881316 + Penalty 2839.672091 = -530629.209225
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (7209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46589.190000 sec): 2 clusters
  Score: Raw -620705.785681 + Penalty 1443.501398 = -619262.284283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46589.410000 sec): 3 clusters
  Score: Raw -616769.364144 + Penalty 2887.002795 = -613882.361348
  nChanged 3040
		SP:Iteration 1F (46589.610000 sec): 3 clusters
  Score: Raw -618565.170700 + Penalty 2887.002795 = -615678.167904
  nChanged 601
		SP:Iteration 2F (46589.810000 sec): 3 clusters
  Score: Raw -618963.217872 + Penalty 2887.002795 = -616076.215077
  nChanged 509
		SP:Iteration 3F (46590.010000 sec): 3 clusters
  Score: Raw -619364.439364 + Penalty 2887.002795 = -616477.436569
  nChanged 479
		SP:Iteration 4F (46590.220000 sec): 3 clusters
  Score: Raw -619733.272074 + Penalty 2887.002795 = -616846.269279
  nChanged 383
		SP:Iteration 5F (46590.420000 sec): 3 clusters
  Score: Raw -620026.411662 + Penalty 2887.002795 = -617139.408866
  nChanged 312
		SP:Iteration 6Q (46590.620000 sec): 3 clusters
  Score: Raw -620271.896457 + Penalty 2887.002795 = -617384.893662
  nChanged 285
		SP:Iteration 7Q (46590.820000 sec): 3 clusters
  Score: Raw -620540.921889 + Penalty 2887.002795 = -617653.919094
  nChanged 243
		SP:Iteration 8Q (46591.020000 sec): 3 clusters
  Score: Raw -620723.941151 + Penalty 2887.002795 = -617836.938355
  nChanged 198
		SP:Iteration 9Q (46591.230000 sec): 3 clusters
  Score: Raw -620896.902517 + Penalty 2887.002795 = -618009.899721
  nChanged 197
		SP:Iteration 10Q (46591.430000 sec): 3 clusters
  Score: Raw -621060.083402 + Penalty 2887.002795 = -618173.080606
  nChanged 182
		SP:Iteration 11Q (46591.630000 sec): 3 clusters
  Score: Raw -621213.921432 + Penalty 2887.002795 = -618326.918637
  nChanged 172
		SP:Iteration 12Q (46591.830000 sec): 3 clusters
  Score: Raw -621334.171079 + Penalty 2887.002795 = -618447.168284
  nChanged 139
		SP:Iteration 13Q (46592.040000 sec): 3 clusters
  Score: Raw -621412.099591 + Penalty 2887.002795 = -618525.096796
  nChanged 109
		SP:Iteration 14Q (46592.240000 sec): 3 clusters
  Score: Raw -621466.758154 + Penalty 2887.002795 = -618579.755359
  nChanged 85
		SP:Iteration 15Q (46592.420000 sec): 3 clusters
  Score: Raw -621506.276711 + Penalty 2887.002795 = -618619.273915
  nChanged 69
		SP:Iteration 16Q (46592.530000 sec): 3 clusters
  Score: Raw -621533.259415 + Penalty 2887.002795 = -618646.256620
  nChanged 50
		SP:Iteration 17Q (46592.640000 sec): 3 clusters
  Score: Raw -621552.632430 + Penalty 2887.002795 = -618665.629634
  nChanged 36
		SP:Iteration 18Q (46592.750000 sec): 3 clusters
  Score: Raw -621566.600651 + Penalty 2887.002795 = -618679.597855
  nChanged 34
		SP:Iteration 19Q (46592.950000 sec): 3 clusters
  Score: Raw -621578.075894 + Penalty 2887.002795 = -618691.073099
  nChanged 28
		SP:Iteration 20F (46593.150000 sec): 3 clusters
  Score: Raw -621588.882887 + Penalty 2887.002795 = -618701.880092
  nChanged 19
		SP:Iteration 21Q (46593.270000 sec): 3 clusters
  Score: Raw -621595.549236 + Penalty 2887.002795 = -618708.546440
  nChanged 15
		SP:Iteration 22Q (46593.380000 sec): 3 clusters
  Score: Raw -621599.191699 + Penalty 2887.002795 = -618712.188903
  nChanged 10
		SP:Iteration 23Q (46593.490000 sec): 3 clusters
  Score: Raw -621601.046213 + Penalty 2887.002795 = -618714.043418
  nChanged 7
		SP:Iteration 24Q (46593.720000 sec): 3 clusters
  Score: Raw -621603.374369 + Penalty 2887.002795 = -618716.371573
  nChanged 7
		SP:Iteration 25Q (46593.880000 sec): 3 clusters
  Score: Raw -621605.407770 + Penalty 2887.002795 = -618718.404975
  nChanged 8
		SP:Iteration 26Q (46594.080000 sec): 3 clusters
  Score: Raw -621606.550370 + Penalty 2887.002795 = -618719.547575
  nChanged 0
		SP:Iteration 27F (46594.280000 sec): 3 clusters
  Score: Raw -621606.550370 + Penalty 2887.002795 = -618719.547575
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (4467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46594.400000 sec): 2 clusters
  Score: Raw -398010.204550 + Penalty 1365.726752 = -396644.477798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46594.580000 sec): 3 clusters
  Score: Raw -395741.989736 + Penalty 2731.453504 = -393010.536231
  nChanged 1799
		SP:Iteration 1F (46594.750000 sec): 3 clusters
  Score: Raw -396831.479158 + Penalty 2731.453504 = -394100.025653
  nChanged 369
		SP:Iteration 2F (46594.920000 sec): 3 clusters
  Score: Raw -397097.019442 + Penalty 2731.453504 = -394365.565938
  nChanged 268
		SP:Iteration 3F (46595.100000 sec): 3 clusters
  Score: Raw -397304.297947 + Penalty 2731.453504 = -394572.844443
  nChanged 251
		SP:Iteration 4F (46595.280000 sec): 3 clusters
  Score: Raw -397542.489382 + Penalty 2731.453504 = -394811.035877
  nChanged 275
		SP:Iteration 5F (46595.450000 sec): 3 clusters
  Score: Raw -397827.104427 + Penalty 2731.453504 = -395095.650923
  nChanged 280
		SP:Iteration 6F (46595.630000 sec): 3 clusters
  Score: Raw -398081.764066 + Penalty 2731.453504 = -395350.310561
  nChanged 223
		SP:Iteration 7Q (46595.800000 sec): 3 clusters
  Score: Raw -398244.456326 + Penalty 2731.453504 = -395513.002821
  nChanged 160
		SP:Iteration 8Q (46595.980000 sec): 3 clusters
  Score: Raw -398338.796456 + Penalty 2731.453504 = -395607.342951
  nChanged 125
		SP:Iteration 9Q (46596.160000 sec): 3 clusters
  Score: Raw -398403.728656 + Penalty 2731.453504 = -395672.275151
  nChanged 92
		SP:Iteration 10Q (46596.330000 sec): 3 clusters
  Score: Raw -398442.686755 + Penalty 2731.453504 = -395711.233250
  nChanged 66
		SP:Iteration 11Q (46596.500000 sec): 3 clusters
  Score: Raw -398468.321568 + Penalty 2731.453504 = -395736.868063
  nChanged 55
		SP:Iteration 12Q (46596.660000 sec): 3 clusters
  Score: Raw -398487.589339 + Penalty 2731.453504 = -395756.135835
  nChanged 45
		SP:Iteration 13Q (46596.830000 sec): 3 clusters
  Score: Raw -398507.416057 + Penalty 2731.453504 = -395775.962553
  nChanged 40
		SP:Iteration 14Q (46596.990000 sec): 3 clusters
  Score: Raw -398522.122645 + Penalty 2731.453504 = -395790.669140
  nChanged 27
		SP:Iteration 15Q (46597.160000 sec): 3 clusters
  Score: Raw -398531.773225 + Penalty 2731.453504 = -395800.319721
  nChanged 28
		SP:Iteration 16Q (46597.320000 sec): 3 clusters
  Score: Raw -398541.418045 + Penalty 2731.453504 = -395809.964540
  nChanged 24
		SP:Iteration 17Q (46597.460000 sec): 3 clusters
  Score: Raw -398549.202339 + Penalty 2731.453504 = -395817.748835
  nChanged 31
		SP:Iteration 18Q (46597.540000 sec): 3 clusters
  Score: Raw -398562.156870 + Penalty 2731.453504 = -395830.703366
  nChanged 34
		SP:Iteration 19Q (46597.630000 sec): 3 clusters
  Score: Raw -398583.053491 + Penalty 2731.453504 = -395851.599987
  nChanged 42
		SP:Iteration 20F (46597.720000 sec): 3 clusters
  Score: Raw -398613.917310 + Penalty 2731.453504 = -395882.463805
  nChanged 46
		SP:Iteration 21Q (46597.800000 sec): 3 clusters
  Score: Raw -398647.350320 + Penalty 2731.453504 = -395915.896816
  nChanged 36
		SP:Iteration 22Q (46597.880000 sec): 3 clusters
  Score: Raw -398673.061510 + Penalty 2731.453504 = -395941.608006
  nChanged 31
		SP:Iteration 23Q (46598.040000 sec): 3 clusters
  Score: Raw -398689.864974 + Penalty 2731.453504 = -395958.411470
  nChanged 31
		SP:Iteration 24Q (46598.130000 sec): 3 clusters
  Score: Raw -398702.017215 + Penalty 2731.453504 = -395970.563711
  nChanged 25
		SP:Iteration 25Q (46598.210000 sec): 3 clusters
  Score: Raw -398713.548944 + Penalty 2731.453504 = -395982.095440
  nChanged 27
		SP:Iteration 26Q (46598.300000 sec): 3 clusters
  Score: Raw -398725.372217 + Penalty 2731.453504 = -395993.918713
  nChanged 23
		SP:Iteration 27Q (46598.380000 sec): 3 clusters
  Score: Raw -398732.858417 + Penalty 2731.453504 = -396001.404913
  nChanged 17
		SP:Iteration 28Q (46598.470000 sec): 3 clusters
  Score: Raw -398741.043249 + Penalty 2731.453504 = -396009.589745
  nChanged 20
		SP:Iteration 29Q (46598.560000 sec): 3 clusters
  Score: Raw -398749.010653 + Penalty 2731.453504 = -396017.557148
  nChanged 24
		SP:Iteration 30Q (46598.640000 sec): 3 clusters
  Score: Raw -398762.714037 + Penalty 2731.453504 = -396031.260532
  nChanged 25
		SP:Iteration 31Q (46598.730000 sec): 3 clusters
  Score: Raw -398773.994749 + Penalty 2731.453504 = -396042.541245
  nChanged 21
		SP:Iteration 32Q (46598.810000 sec): 3 clusters
  Score: Raw -398783.957319 + Penalty 2731.453504 = -396052.503815
  nChanged 11
		SP:Iteration 33Q (46598.900000 sec): 3 clusters
  Score: Raw -398787.423706 + Penalty 2731.453504 = -396055.970202
  nChanged 8
		SP:Iteration 34Q (46598.980000 sec): 3 clusters
  Score: Raw -398791.357683 + Penalty 2731.453504 = -396059.904179
  nChanged 9
		SP:Iteration 35Q (46599.070000 sec): 3 clusters
  Score: Raw -398795.850728 + Penalty 2731.453504 = -396064.397223
  nChanged 7
		SP:Iteration 36Q (46599.150000 sec): 3 clusters
  Score: Raw -398798.563016 + Penalty 2731.453504 = -396067.109512
  nChanged 9
		SP:Iteration 37Q (46599.290000 sec): 3 clusters
  Score: Raw -398802.020047 + Penalty 2731.453504 = -396070.566543
  nChanged 9
		SP:Iteration 38Q (46599.400000 sec): 3 clusters
  Score: Raw -398805.056395 + Penalty 2731.453504 = -396073.602890
  nChanged 9
		SP:Iteration 39Q (46599.580000 sec): 3 clusters
  Score: Raw -398808.530370 + Penalty 2731.453504 = -396077.076866
  nChanged 9
		SP:Iteration 40F (46599.760000 sec): 3 clusters
  Score: Raw -398811.410487 + Penalty 2731.453504 = -396079.956983
  nChanged 6
		SP:Iteration 41Q (46599.930000 sec): 3 clusters
  Score: Raw -398814.048641 + Penalty 2731.453504 = -396082.595136
  nChanged 3
		SP:Iteration 42Q (46600.080000 sec): 3 clusters
  Score: Raw -398814.871491 + Penalty 2731.453504 = -396083.417987
  nChanged 2
		SP:Iteration 43Q (46600.160000 sec): 3 clusters
  Score: Raw -398815.221095 + Penalty 2731.453504 = -396083.767591
  nChanged 0
		SP:Iteration 44F (46600.250000 sec): 3 clusters
  Score: Raw -398815.221095 + Penalty 2731.453504 = -396083.767591
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (4635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46600.370000 sec): 2 clusters
  Score: Raw -395951.994701 + Penalty 1371.726115 = -394580.268586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46600.600000 sec): 3 clusters
  Score: Raw -393577.746570 + Penalty 2743.452230 = -390834.294339
  nChanged 1873
		SP:Iteration 1F (46600.760000 sec): 3 clusters
  Score: Raw -394819.684518 + Penalty 2743.452230 = -392076.232288
  nChanged 395
		SP:Iteration 2F (46600.930000 sec): 3 clusters
  Score: Raw -395090.412111 + Penalty 2743.452230 = -392346.959880
  nChanged 296
		SP:Iteration 3F (46601.110000 sec): 3 clusters
  Score: Raw -395292.952087 + Penalty 2743.452230 = -392549.499856
  nChanged 227
		SP:Iteration 4Q (46601.280000 sec): 3 clusters
  Score: Raw -395445.017211 + Penalty 2743.452230 = -392701.564981
  nChanged 202
		SP:Iteration 5Q (46601.460000 sec): 3 clusters
  Score: Raw -395606.536045 + Penalty 2743.452230 = -392863.083815
  nChanged 206
		SP:Iteration 6Q (46601.630000 sec): 3 clusters
  Score: Raw -395754.417585 + Penalty 2743.452230 = -393010.965355
  nChanged 174
		SP:Iteration 7Q (46601.810000 sec): 3 clusters
  Score: Raw -395878.058734 + Penalty 2743.452230 = -393134.606504
  nChanged 152
		SP:Iteration 8Q (46601.990000 sec): 3 clusters
  Score: Raw -395984.629470 + Penalty 2743.452230 = -393241.177239
  nChanged 150
		SP:Iteration 9Q (46602.160000 sec): 3 clusters
  Score: Raw -396094.193384 + Penalty 2743.452230 = -393350.741154
  nChanged 144
		SP:Iteration 10Q (46602.340000 sec): 3 clusters
  Score: Raw -396180.565050 + Penalty 2743.452230 = -393437.112820
  nChanged 104
		SP:Iteration 11Q (46602.510000 sec): 3 clusters
  Score: Raw -396224.260611 + Penalty 2743.452230 = -393480.808381
  nChanged 68
		SP:Iteration 12Q (46602.690000 sec): 3 clusters
  Score: Raw -396253.233433 + Penalty 2743.452230 = -393509.781203
  nChanged 63
		SP:Iteration 13Q (46602.870000 sec): 3 clusters
  Score: Raw -396274.333196 + Penalty 2743.452230 = -393530.880966
  nChanged 49
		SP:Iteration 14Q (46603.040000 sec): 3 clusters
  Score: Raw -396290.454602 + Penalty 2743.452230 = -393547.002371
  nChanged 41
		SP:Iteration 15Q (46603.220000 sec): 3 clusters
  Score: Raw -396305.306589 + Penalty 2743.452230 = -393561.854359
  nChanged 40
		SP:Iteration 16Q (46603.390000 sec): 3 clusters
  Score: Raw -396319.657891 + Penalty 2743.452230 = -393576.205661
  nChanged 40
		SP:Iteration 17Q (46603.570000 sec): 3 clusters
  Score: Raw -396333.874453 + Penalty 2743.452230 = -393590.422223
  nChanged 45
		SP:Iteration 18Q (46603.750000 sec): 3 clusters
  Score: Raw -396349.017477 + Penalty 2743.452230 = -393605.565247
  nChanged 48
		SP:Iteration 19Q (46603.920000 sec): 3 clusters
  Score: Raw -396361.372340 + Penalty 2743.452230 = -393617.920110
  nChanged 37
		SP:Iteration 20F (46604.100000 sec): 3 clusters
  Score: Raw -396372.577716 + Penalty 2743.452230 = -393629.125486
  nChanged 38
		SP:Iteration 21Q (46604.270000 sec): 3 clusters
  Score: Raw -396388.868801 + Penalty 2743.452230 = -393645.416570
  nChanged 44
		SP:Iteration 22Q (46604.450000 sec): 3 clusters
  Score: Raw -396403.768051 + Penalty 2743.452230 = -393660.315821
  nChanged 37
		SP:Iteration 23Q (46604.630000 sec): 3 clusters
  Score: Raw -396415.961820 + Penalty 2743.452230 = -393672.509590
  nChanged 34
		SP:Iteration 24Q (46604.800000 sec): 3 clusters
  Score: Raw -396430.507804 + Penalty 2743.452230 = -393687.055574
  nChanged 44
		SP:Iteration 25Q (46604.980000 sec): 3 clusters
  Score: Raw -396452.467408 + Penalty 2743.452230 = -393709.015178
  nChanged 58
		SP:Iteration 26Q (46605.150000 sec): 3 clusters
  Score: Raw -396482.564937 + Penalty 2743.452230 = -393739.112706
  nChanged 45
		SP:Iteration 27Q (46605.370000 sec): 3 clusters
  Score: Raw -396520.512727 + Penalty 2743.452230 = -393777.060497
  nChanged 60
		SP:Iteration 28Q (46605.510000 sec): 3 clusters
  Score: Raw -396572.267928 + Penalty 2743.452230 = -393828.815698
  nChanged 66
		SP:Iteration 29Q (46605.710000 sec): 3 clusters
  Score: Raw -396638.461221 + Penalty 2743.452230 = -393895.008991
  nChanged 66
		SP:Iteration 30Q (46605.880000 sec): 3 clusters
  Score: Raw -396703.819005 + Penalty 2743.452230 = -393960.366775
  nChanged 59
		SP:Iteration 31Q (46606.050000 sec): 3 clusters
  Score: Raw -396744.714076 + Penalty 2743.452230 = -394001.261846
  nChanged 48
		SP:Iteration 32Q (46606.230000 sec): 3 clusters
  Score: Raw -396762.916577 + Penalty 2743.452230 = -394019.464347
  nChanged 24
		SP:Iteration 33Q (46606.410000 sec): 3 clusters
  Score: Raw -396773.334381 + Penalty 2743.452230 = -394029.882151
  nChanged 20
		SP:Iteration 34Q (46606.580000 sec): 3 clusters
  Score: Raw -396781.104129 + Penalty 2743.452230 = -394037.651899
  nChanged 21
		SP:Iteration 35Q (46606.760000 sec): 3 clusters
  Score: Raw -396790.117335 + Penalty 2743.452230 = -394046.665104
  nChanged 23
		SP:Iteration 36Q (46606.930000 sec): 3 clusters
  Score: Raw -396797.902864 + Penalty 2743.452230 = -394054.450634
  nChanged 14
		SP:Iteration 37Q (46607.110000 sec): 3 clusters
  Score: Raw -396803.606585 + Penalty 2743.452230 = -394060.154355
  nChanged 8
		SP:Iteration 38Q (46607.280000 sec): 3 clusters
  Score: Raw -396807.278229 + Penalty 2743.452230 = -394063.825999
  nChanged 6
		SP:Iteration 39Q (46607.460000 sec): 3 clusters
  Score: Raw -396810.815922 + Penalty 2743.452230 = -394067.363692
  nChanged 9
		SP:Iteration 40F (46607.680000 sec): 3 clusters
  Score: Raw -396814.011139 + Penalty 2743.452230 = -394070.558908
  nChanged 8
		SP:Iteration 41Q (46607.870000 sec): 3 clusters
  Score: Raw -396817.649521 + Penalty 2743.452230 = -394074.197291
  nChanged 8
		SP:Iteration 42Q (46608.010000 sec): 3 clusters
  Score: Raw -396821.086879 + Penalty 2743.452230 = -394077.634649
  nChanged 11
		SP:Iteration 43Q (46608.200000 sec): 3 clusters
  Score: Raw -396826.512074 + Penalty 2743.452230 = -394083.059844
  nChanged 8
		SP:Iteration 44Q (46608.380000 sec): 3 clusters
  Score: Raw -396829.632358 + Penalty 2743.452230 = -394086.180128
  nChanged 8
		SP:Iteration 45Q (46608.550000 sec): 3 clusters
  Score: Raw -396831.608181 + Penalty 2743.452230 = -394088.155951
  nChanged 4
		SP:Iteration 46Q (46608.730000 sec): 3 clusters
  Score: Raw -396832.266760 + Penalty 2743.452230 = -394088.814529
  nChanged 4
		SP:Iteration 47Q (46608.860000 sec): 3 clusters
  Score: Raw -396833.253265 + Penalty 2743.452230 = -394089.801035
  nChanged 1
		SP:Iteration 48Q (46608.950000 sec): 3 clusters
  Score: Raw -396833.445521 + Penalty 2743.452230 = -394089.993291
  nChanged 2
		SP:Iteration 49Q (46609.040000 sec): 3 clusters
  Score: Raw -396833.781324 + Penalty 2743.452230 = -394090.329094
  nChanged 1
		SP:Iteration 50Q (46609.130000 sec): 3 clusters
  Score: Raw -396833.816369 + Penalty 2743.452230 = -394090.364139
  nChanged 0
		SP:Iteration 51F (46609.210000 sec): 3 clusters
  Score: Raw -396833.816369 + Penalty 2743.452230 = -394090.364139
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (3648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46609.280000 sec): 2 clusters
  Score: Raw -267414.719324 + Penalty 1332.814332 = -266081.904992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46609.360000 sec): 3 clusters
  Score: Raw -265700.906367 + Penalty 2665.628664 = -263035.277703
  nChanged 1422
		SP:Iteration 1F (46609.440000 sec): 3 clusters
  Score: Raw -266717.436772 + Penalty 2665.628664 = -264051.808108
  nChanged 325
		SP:Iteration 2F (46609.520000 sec): 3 clusters
  Score: Raw -267069.650187 + Penalty 2665.628664 = -264404.021523
  nChanged 262
		SP:Iteration 3F (46609.600000 sec): 3 clusters
  Score: Raw -267352.939601 + Penalty 2665.628664 = -264687.310937
  nChanged 210
		SP:Iteration 4F (46609.670000 sec): 3 clusters
  Score: Raw -267610.254005 + Penalty 2665.628664 = -264944.625341
  nChanged 213
		SP:Iteration 5F (46609.750000 sec): 3 clusters
  Score: Raw -267808.967613 + Penalty 2665.628664 = -265143.338949
  nChanged 156
		SP:Iteration 6Q (46609.820000 sec): 3 clusters
  Score: Raw -267933.652345 + Penalty 2665.628664 = -265268.023680
  nChanged 117
		SP:Iteration 7Q (46609.900000 sec): 3 clusters
  Score: Raw -268019.320959 + Penalty 2665.628664 = -265353.692295
  nChanged 102
		SP:Iteration 8Q (46609.960000 sec): 3 clusters
  Score: Raw -268090.009481 + Penalty 2665.628664 = -265424.380817
  nChanged 76
		SP:Iteration 9Q (46610.040000 sec): 3 clusters
  Score: Raw -268134.351332 + Penalty 2665.628664 = -265468.722668
  nChanged 61
		SP:Iteration 10Q (46610.120000 sec): 3 clusters
  Score: Raw -268166.213074 + Penalty 2665.628664 = -265500.584410
  nChanged 53
		SP:Iteration 11Q (46610.190000 sec): 3 clusters
  Score: Raw -268198.149352 + Penalty 2665.628664 = -265532.520688
  nChanged 52
		SP:Iteration 12Q (46610.270000 sec): 3 clusters
  Score: Raw -268228.464747 + Penalty 2665.628664 = -265562.836082
  nChanged 45
		SP:Iteration 13Q (46610.340000 sec): 3 clusters
  Score: Raw -268249.136667 + Penalty 2665.628664 = -265583.508003
  nChanged 28
		SP:Iteration 14Q (46610.420000 sec): 3 clusters
  Score: Raw -268261.868800 + Penalty 2665.628664 = -265596.240136
  nChanged 24
		SP:Iteration 15Q (46610.500000 sec): 3 clusters
  Score: Raw -268270.022052 + Penalty 2665.628664 = -265604.393388
  nChanged 21
		SP:Iteration 16Q (46610.570000 sec): 3 clusters
  Score: Raw -268279.076397 + Penalty 2665.628664 = -265613.447733
  nChanged 17
		SP:Iteration 17Q (46610.640000 sec): 3 clusters
  Score: Raw -268284.640812 + Penalty 2665.628664 = -265619.012148
  nChanged 14
		SP:Iteration 18Q (46610.720000 sec): 3 clusters
  Score: Raw -268289.692100 + Penalty 2665.628664 = -265624.063436
  nChanged 11
		SP:Iteration 19Q (46610.800000 sec): 3 clusters
  Score: Raw -268293.296610 + Penalty 2665.628664 = -265627.667946
  nChanged 14
		SP:Iteration 20F (46610.870000 sec): 3 clusters
  Score: Raw -268301.242144 + Penalty 2665.628664 = -265635.613480
  nChanged 14
		SP:Iteration 21Q (46610.940000 sec): 3 clusters
  Score: Raw -268307.742288 + Penalty 2665.628664 = -265642.113623
  nChanged 18
		SP:Iteration 22Q (46611.020000 sec): 3 clusters
  Score: Raw -268314.654989 + Penalty 2665.628664 = -265649.026325
  nChanged 17
		SP:Iteration 23Q (46611.100000 sec): 3 clusters
  Score: Raw -268321.967871 + Penalty 2665.628664 = -265656.339207
  nChanged 14
		SP:Iteration 24Q (46611.170000 sec): 3 clusters
  Score: Raw -268327.295863 + Penalty 2665.628664 = -265661.667199
  nChanged 17
		SP:Iteration 25Q (46611.250000 sec): 3 clusters
  Score: Raw -268332.276875 + Penalty 2665.628664 = -265666.648211
  nChanged 11
		SP:Iteration 26Q (46611.320000 sec): 3 clusters
  Score: Raw -268336.429472 + Penalty 2665.628664 = -265670.800807
  nChanged 8
		SP:Iteration 27Q (46611.400000 sec): 3 clusters
  Score: Raw -268339.547456 + Penalty 2665.628664 = -265673.918792
  nChanged 10
		SP:Iteration 28Q (46611.470000 sec): 3 clusters
  Score: Raw -268343.462512 + Penalty 2665.628664 = -265677.833848
  nChanged 13
		SP:Iteration 29Q (46611.550000 sec): 3 clusters
  Score: Raw -268347.187926 + Penalty 2665.628664 = -265681.559262
  nChanged 11
		SP:Iteration 30Q (46611.620000 sec): 3 clusters
  Score: Raw -268352.568961 + Penalty 2665.628664 = -265686.940297
  nChanged 15
		SP:Iteration 31Q (46611.700000 sec): 3 clusters
  Score: Raw -268357.268188 + Penalty 2665.628664 = -265691.639524
  nChanged 11
		SP:Iteration 32Q (46611.770000 sec): 3 clusters
  Score: Raw -268363.995191 + Penalty 2665.628664 = -265698.366526
  nChanged 16
		SP:Iteration 33Q (46611.850000 sec): 3 clusters
  Score: Raw -268370.954912 + Penalty 2665.628664 = -265705.326248
  nChanged 10
		SP:Iteration 34Q (46611.920000 sec): 3 clusters
  Score: Raw -268374.587550 + Penalty 2665.628664 = -265708.958886
  nChanged 5
		SP:Iteration 35Q (46612.000000 sec): 3 clusters
  Score: Raw -268375.814258 + Penalty 2665.628664 = -265710.185594
  nChanged 5
		SP:Iteration 36Q (46612.070000 sec): 3 clusters
  Score: Raw -268376.407507 + Penalty 2665.628664 = -265710.778843
  nChanged 2
		SP:Iteration 37Q (46612.150000 sec): 3 clusters
  Score: Raw -268376.694807 + Penalty 2665.628664 = -265711.066143
  nChanged 2
		SP:Iteration 38Q (46612.220000 sec): 3 clusters
  Score: Raw -268377.229899 + Penalty 2665.628664 = -265711.601234
  nChanged 2
		SP:Iteration 39Q (46612.300000 sec): 3 clusters
  Score: Raw -268378.201501 + Penalty 2665.628664 = -265712.572837
  nChanged 4
		SP:Iteration 40F (46612.370000 sec): 3 clusters
  Score: Raw -268380.086619 + Penalty 2665.628664 = -265714.457955
  nChanged 3
		SP:Iteration 41Q (46612.450000 sec): 3 clusters
  Score: Raw -268381.771146 + Penalty 2665.628664 = -265716.142482
  nChanged 4
		SP:Iteration 42Q (46612.520000 sec): 3 clusters
  Score: Raw -268383.528632 + Penalty 2665.628664 = -265717.899968
  nChanged 3
		SP:Iteration 43Q (46612.600000 sec): 3 clusters
  Score: Raw -268385.319118 + Penalty 2665.628664 = -265719.690454
  nChanged 5
		SP:Iteration 44Q (46612.670000 sec): 3 clusters
  Score: Raw -268387.542625 + Penalty 2665.628664 = -265721.913961
  nChanged 6
		SP:Iteration 45Q (46612.750000 sec): 3 clusters
  Score: Raw -268390.734970 + Penalty 2665.628664 = -265725.106306
  nChanged 7
		SP:Iteration 46Q (46612.820000 sec): 3 clusters
  Score: Raw -268393.057840 + Penalty 2665.628664 = -265727.429176
  nChanged 9
		SP:Iteration 47Q (46612.900000 sec): 3 clusters
  Score: Raw -268396.619564 + Penalty 2665.628664 = -265730.990900
  nChanged 6
		SP:Iteration 48Q (46612.970000 sec): 3 clusters
  Score: Raw -268398.512809 + Penalty 2665.628664 = -265732.884145
  nChanged 4
		SP:Iteration 49Q (46613.050000 sec): 3 clusters
  Score: Raw -268399.265131 + Penalty 2665.628664 = -265733.636466
  nChanged 2
		SP:Iteration 50Q (46613.140000 sec): 3 clusters
  Score: Raw -268399.674005 + Penalty 2665.628664 = -265734.045341
  nChanged 1
		SP:Iteration 51Q (46613.220000 sec): 3 clusters
  Score: Raw -268399.910776 + Penalty 2665.628664 = -265734.282112
  nChanged 0
		SP:Iteration 52F (46613.290000 sec): 3 clusters
  Score: Raw -268399.910776 + Penalty 2665.628664 = -265734.282112
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (6638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46613.440000 sec): 2 clusters
  Score: Raw -557125.716325 + Penalty 1430.091974 = -555695.624351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46613.610000 sec): 3 clusters
  Score: Raw -553499.973511 + Penalty 2860.183947 = -550639.789563
  nChanged 2829
		SP:Iteration 1F (46613.810000 sec): 3 clusters
  Score: Raw -555153.963527 + Penalty 2860.183947 = -552293.779579
  nChanged 475
		SP:Iteration 2F (46613.920000 sec): 3 clusters
  Score: Raw -555447.427847 + Penalty 2860.183947 = -552587.243900
  nChanged 471
		SP:Iteration 3F (46614.100000 sec): 3 clusters
  Score: Raw -555762.451755 + Penalty 2860.183947 = -552902.267807
  nChanged 448
		SP:Iteration 4F (46614.310000 sec): 3 clusters
  Score: Raw -556058.372251 + Penalty 2860.183947 = -553198.188304
  nChanged 398
		SP:Iteration 5F (46614.510000 sec): 3 clusters
  Score: Raw -556342.273726 + Penalty 2860.183947 = -553482.089778
  nChanged 378
		SP:Iteration 6F (46614.720000 sec): 3 clusters
  Score: Raw -556615.236685 + Penalty 2860.183947 = -553755.052738
  nChanged 322
		SP:Iteration 7Q (46614.920000 sec): 3 clusters
  Score: Raw -556821.871345 + Penalty 2860.183947 = -553961.687397
  nChanged 238
		SP:Iteration 8Q (46615.130000 sec): 3 clusters
  Score: Raw -556971.739107 + Penalty 2860.183947 = -554111.555160
  nChanged 180
		SP:Iteration 9Q (46615.330000 sec): 3 clusters
  Score: Raw -557083.309665 + Penalty 2860.183947 = -554223.125717
  nChanged 169
		SP:Iteration 10Q (46615.450000 sec): 3 clusters
  Score: Raw -557193.888801 + Penalty 2860.183947 = -554333.704854
  nChanged 138
		SP:Iteration 11Q (46615.660000 sec): 3 clusters
  Score: Raw -557269.352646 + Penalty 2860.183947 = -554409.168698
  nChanged 114
		SP:Iteration 12Q (46615.790000 sec): 3 clusters
  Score: Raw -557348.463149 + Penalty 2860.183947 = -554488.279202
  nChanged 106
		SP:Iteration 13Q (46616.000000 sec): 3 clusters
  Score: Raw -557413.459699 + Penalty 2860.183947 = -554553.275752
  nChanged 75
		SP:Iteration 14Q (46616.210000 sec): 3 clusters
  Score: Raw -557455.930597 + Penalty 2860.183947 = -554595.746650
  nChanged 65
		SP:Iteration 15Q (46616.410000 sec): 3 clusters
  Score: Raw -557488.427212 + Penalty 2860.183947 = -554628.243265
  nChanged 66
		SP:Iteration 16Q (46616.610000 sec): 3 clusters
  Score: Raw -557520.785560 + Penalty 2860.183947 = -554660.601612
  nChanged 53
		SP:Iteration 17Q (46616.820000 sec): 3 clusters
  Score: Raw -557544.793908 + Penalty 2860.183947 = -554684.609961
  nChanged 53
		SP:Iteration 18Q (46617.020000 sec): 3 clusters
  Score: Raw -557570.174216 + Penalty 2860.183947 = -554709.990269
  nChanged 47
		SP:Iteration 19Q (46617.230000 sec): 3 clusters
  Score: Raw -557594.861831 + Penalty 2860.183947 = -554734.677884
  nChanged 38
		SP:Iteration 20F (46617.430000 sec): 3 clusters
  Score: Raw -557607.650796 + Penalty 2860.183947 = -554747.466849
  nChanged 30
		SP:Iteration 21Q (46617.640000 sec): 3 clusters
  Score: Raw -557617.744738 + Penalty 2860.183947 = -554757.560790
  nChanged 20
		SP:Iteration 22Q (46617.840000 sec): 3 clusters
  Score: Raw -557623.312368 + Penalty 2860.183947 = -554763.128421
  nChanged 13
		SP:Iteration 23Q (46618.000000 sec): 3 clusters
  Score: Raw -557626.815572 + Penalty 2860.183947 = -554766.631624
  nChanged 8
		SP:Iteration 24Q (46618.160000 sec): 3 clusters
  Score: Raw -557628.447466 + Penalty 2860.183947 = -554768.263519
  nChanged 7
		SP:Iteration 25Q (46618.320000 sec): 3 clusters
  Score: Raw -557630.179913 + Penalty 2860.183947 = -554769.995965
  nChanged 5
		SP:Iteration 26Q (46618.490000 sec): 3 clusters
  Score: Raw -557631.710968 + Penalty 2860.183947 = -554771.527020
  nChanged 2
		SP:Iteration 27Q (46618.650000 sec): 3 clusters
  Score: Raw -557632.608730 + Penalty 2860.183947 = -554772.424782
  nChanged 4
		SP:Iteration 28Q (46618.820000 sec): 3 clusters
  Score: Raw -557633.716060 + Penalty 2860.183947 = -554773.532113
  nChanged 3
		SP:Iteration 29Q (46618.980000 sec): 3 clusters
  Score: Raw -557635.284110 + Penalty 2860.183947 = -554775.100162
  nChanged 4
		SP:Iteration 30Q (46619.180000 sec): 3 clusters
  Score: Raw -557635.933010 + Penalty 2860.183947 = -554775.749062
  nChanged 5
		SP:Iteration 31Q (46619.340000 sec): 3 clusters
  Score: Raw -557636.743203 + Penalty 2860.183947 = -554776.559255
  nChanged 3
		SP:Iteration 32Q (46619.510000 sec): 3 clusters
  Score: Raw -557637.999256 + Penalty 2860.183947 = -554777.815309
  nChanged 3
		SP:Iteration 33Q (46619.670000 sec): 3 clusters
  Score: Raw -557639.041758 + Penalty 2860.183947 = -554778.857811
  nChanged 2
		SP:Iteration 34Q (46619.830000 sec): 3 clusters
  Score: Raw -557639.962614 + Penalty 2860.183947 = -554779.778667
  nChanged 3
		SP:Iteration 35Q (46620.040000 sec): 3 clusters
  Score: Raw -557640.754154 + Penalty 2860.183947 = -554780.570207
  nChanged 1
		SP:Iteration 36Q (46620.200000 sec): 3 clusters
  Score: Raw -557640.878707 + Penalty 2860.183947 = -554780.694759
  nChanged 0
		SP:Iteration 37F (46620.400000 sec): 3 clusters
  Score: Raw -557640.878707 + Penalty 2860.183947 = -554780.694759
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46620.580000 sec): 2 clusters
  Score: Raw -994510.869090 + Penalty 1504.546796 = -993006.322294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46620.790000 sec): 3 clusters
  Score: Raw -988560.841722 + Penalty 3009.093591 = -985551.748131
  nChanged 4582
		SP:Iteration 1F (46621.020000 sec): 3 clusters
  Score: Raw -991177.149731 + Penalty 3009.093591 = -988168.056140
  nChanged 783
		SP:Iteration 2F (46621.240000 sec): 3 clusters
  Score: Raw -991690.250795 + Penalty 3009.093591 = -988681.157204
  nChanged 733
		SP:Iteration 3F (46621.460000 sec): 3 clusters
  Score: Raw -992115.441623 + Penalty 3009.093591 = -989106.348032
  nChanged 645
		SP:Iteration 4F (46621.700000 sec): 3 clusters
  Score: Raw -992449.666287 + Penalty 3009.093591 = -989440.572696
  nChanged 535
		SP:Iteration 5F (46621.960000 sec): 3 clusters
  Score: Raw -992695.945664 + Penalty 3009.093591 = -989686.852073
  nChanged 440
		SP:Iteration 6Q (46622.180000 sec): 3 clusters
  Score: Raw -992886.207535 + Penalty 3009.093591 = -989877.113944
  nChanged 366
		SP:Iteration 7Q (46622.400000 sec): 3 clusters
  Score: Raw -993030.834656 + Penalty 3009.093591 = -990021.741065
  nChanged 308
		SP:Iteration 8Q (46622.640000 sec): 3 clusters
  Score: Raw -993147.449449 + Penalty 3009.093591 = -990138.355858
  nChanged 263
		SP:Iteration 9Q (46622.900000 sec): 3 clusters
  Score: Raw -993226.181095 + Penalty 3009.093591 = -990217.087504
  nChanged 213
		SP:Iteration 10Q (46623.120000 sec): 3 clusters
  Score: Raw -993278.828757 + Penalty 3009.093591 = -990269.735166
  nChanged 168
		SP:Iteration 11Q (46623.340000 sec): 3 clusters
  Score: Raw -993316.754756 + Penalty 3009.093591 = -990307.661165
  nChanged 135
		SP:Iteration 12Q (46623.560000 sec): 3 clusters
  Score: Raw -993345.732534 + Penalty 3009.093591 = -990336.638942
  nChanged 125
		SP:Iteration 13Q (46623.780000 sec): 3 clusters
  Score: Raw -993373.697650 + Penalty 3009.093591 = -990364.604058
  nChanged 100
		SP:Iteration 14Q (46624.020000 sec): 3 clusters
  Score: Raw -993401.145184 + Penalty 3009.093591 = -990392.051593
  nChanged 113
		SP:Iteration 15Q (46624.270000 sec): 3 clusters
  Score: Raw -993430.832155 + Penalty 3009.093591 = -990421.738564
  nChanged 103
		SP:Iteration 16Q (46624.490000 sec): 3 clusters
  Score: Raw -993457.624403 + Penalty 3009.093591 = -990448.530812
  nChanged 98
		SP:Iteration 17Q (46624.700000 sec): 3 clusters
  Score: Raw -993485.455819 + Penalty 3009.093591 = -990476.362227
  nChanged 90
		SP:Iteration 18Q (46624.930000 sec): 3 clusters
  Score: Raw -993505.907570 + Penalty 3009.093591 = -990496.813979
  nChanged 83
		SP:Iteration 19Q (46625.160000 sec): 3 clusters
  Score: Raw -993525.042035 + Penalty 3009.093591 = -990515.948444
  nChanged 74
		SP:Iteration 20F (46625.420000 sec): 3 clusters
  Score: Raw -993542.852447 + Penalty 3009.093591 = -990533.758856
  nChanged 88
		SP:Iteration 21Q (46625.680000 sec): 3 clusters
  Score: Raw -993563.327972 + Penalty 3009.093591 = -990554.234381
  nChanged 90
		SP:Iteration 22Q (46625.820000 sec): 3 clusters
  Score: Raw -993585.556973 + Penalty 3009.093591 = -990576.463381
  nChanged 93
		SP:Iteration 23Q (46625.980000 sec): 3 clusters
  Score: Raw -993615.487181 + Penalty 3009.093591 = -990606.393590
  nChanged 112
		SP:Iteration 24Q (46626.140000 sec): 3 clusters
  Score: Raw -993653.910424 + Penalty 3009.093591 = -990644.816833
  nChanged 127
		SP:Iteration 25Q (46626.300000 sec): 3 clusters
  Score: Raw -993692.885725 + Penalty 3009.093591 = -990683.792134
  nChanged 130
		SP:Iteration 26Q (46626.480000 sec): 3 clusters
  Score: Raw -993734.031344 + Penalty 3009.093591 = -990724.937753
  nChanged 139
		SP:Iteration 27Q (46626.720000 sec): 3 clusters
  Score: Raw -993781.739377 + Penalty 3009.093591 = -990772.645786
  nChanged 152
		SP:Iteration 28Q (46626.980000 sec): 3 clusters
  Score: Raw -993830.983467 + Penalty 3009.093591 = -990821.889876
  nChanged 147
		SP:Iteration 29Q (46627.200000 sec): 3 clusters
  Score: Raw -993883.371043 + Penalty 3009.093591 = -990874.277452
  nChanged 152
		SP:Iteration 30Q (46627.420000 sec): 3 clusters
  Score: Raw -993938.612884 + Penalty 3009.093591 = -990929.519292
  nChanged 165
		SP:Iteration 31Q (46627.640000 sec): 3 clusters
  Score: Raw -994008.918301 + Penalty 3009.093591 = -990999.824710
  nChanged 181
		SP:Iteration 32Q (46627.910000 sec): 3 clusters
  Score: Raw -994089.097783 + Penalty 3009.093591 = -991080.004192
  nChanged 185
		SP:Iteration 33Q (46628.130000 sec): 3 clusters
  Score: Raw -994158.734588 + Penalty 3009.093591 = -991149.640996
  nChanged 177
		SP:Iteration 34Q (46628.390000 sec): 3 clusters
  Score: Raw -994228.455145 + Penalty 3009.093591 = -991219.361554
  nChanged 186
		SP:Iteration 35Q (46628.700000 sec): 3 clusters
  Score: Raw -994308.068779 + Penalty 3009.093591 = -991298.975188
  nChanged 188
		SP:Iteration 36Q (46628.870000 sec): 3 clusters
  Score: Raw -994394.619329 + Penalty 3009.093591 = -991385.525738
  nChanged 207
		SP:Iteration 37Q (46629.090000 sec): 3 clusters
  Score: Raw -994512.381453 + Penalty 3009.093591 = -991503.287862
  nChanged 219
		SP:Iteration 38Q (46629.350000 sec): 3 clusters
  Score: Raw -994625.667434 + Penalty 3009.093591 = -991616.573843
  nChanged 170
		SP:Iteration 39Q (46629.610000 sec): 3 clusters
  Score: Raw -994706.582150 + Penalty 3009.093591 = -991697.488559
  nChanged 156
		SP:Iteration 40F (46629.830000 sec): 3 clusters
  Score: Raw -994781.574273 + Penalty 3009.093591 = -991772.480681
  nChanged 140
		SP:Iteration 41Q (46630.090000 sec): 3 clusters
  Score: Raw -994842.897496 + Penalty 3009.093591 = -991833.803905
  nChanged 111
		SP:Iteration 42Q (46630.350000 sec): 3 clusters
  Score: Raw -994885.038386 + Penalty 3009.093591 = -991875.944795
  nChanged 84
		SP:Iteration 43Q (46630.620000 sec): 3 clusters
  Score: Raw -994919.120823 + Penalty 3009.093591 = -991910.027232
  nChanged 72
		SP:Iteration 44Q (46630.880000 sec): 3 clusters
  Score: Raw -994942.902578 + Penalty 3009.093591 = -991933.808987
  nChanged 55
		SP:Iteration 45Q (46631.140000 sec): 3 clusters
  Score: Raw -994958.539083 + Penalty 3009.093591 = -991949.445492
  nChanged 34
		SP:Iteration 46Q (46631.380000 sec): 3 clusters
  Score: Raw -994967.853339 + Penalty 3009.093591 = -991958.759748
  nChanged 27
		SP:Iteration 47Q (46631.580000 sec): 3 clusters
  Score: Raw -994975.144299 + Penalty 3009.093591 = -991966.050707
  nChanged 31
		SP:Iteration 48Q (46631.850000 sec): 3 clusters
  Score: Raw -994983.471994 + Penalty 3009.093591 = -991974.378403
  nChanged 22
		SP:Iteration 49Q (46632.070000 sec): 3 clusters
  Score: Raw -994989.573924 + Penalty 3009.093591 = -991980.480333
  nChanged 16
		SP:Iteration 50Q (46632.290000 sec): 3 clusters
  Score: Raw -994993.730184 + Penalty 3009.093591 = -991984.636593
  nChanged 12
		SP:Iteration 51Q (46632.510000 sec): 3 clusters
  Score: Raw -994996.847333 + Penalty 3009.093591 = -991987.753741
  nChanged 13
		SP:Iteration 52Q (46632.730000 sec): 3 clusters
  Score: Raw -994999.603222 + Penalty 3009.093591 = -991990.509631
  nChanged 10
		SP:Iteration 53Q (46632.950000 sec): 3 clusters
  Score: Raw -995001.928083 + Penalty 3009.093591 = -991992.834492
  nChanged 11
		SP:Iteration 54Q (46633.170000 sec): 3 clusters
  Score: Raw -995004.971649 + Penalty 3009.093591 = -991995.878058
  nChanged 15
		SP:Iteration 55Q (46633.390000 sec): 3 clusters
  Score: Raw -995008.560623 + Penalty 3009.093591 = -991999.467032
  nChanged 11
		SP:Iteration 56Q (46633.620000 sec): 3 clusters
  Score: Raw -995011.480806 + Penalty 3009.093591 = -992002.387215
  nChanged 10
		SP:Iteration 57Q (46633.840000 sec): 3 clusters
  Score: Raw -995014.447772 + Penalty 3009.093591 = -992005.354181
  nChanged 12
		SP:Iteration 58Q (46634.060000 sec): 3 clusters
  Score: Raw -995017.423848 + Penalty 3009.093591 = -992008.330257
  nChanged 13
		SP:Iteration 59Q (46634.280000 sec): 3 clusters
  Score: Raw -995020.852349 + Penalty 3009.093591 = -992011.758758
  nChanged 16
		SP:Iteration 60F (46634.500000 sec): 3 clusters
  Score: Raw -995026.147655 + Penalty 3009.093591 = -992017.054064
  nChanged 18
		SP:Iteration 61Q (46634.760000 sec): 3 clusters
  Score: Raw -995030.479843 + Penalty 3009.093591 = -992021.386252
  nChanged 11
		SP:Iteration 62Q (46635.030000 sec): 3 clusters
  Score: Raw -995033.348405 + Penalty 3009.093591 = -992024.254814
  nChanged 15
		SP:Iteration 63Q (46635.300000 sec): 3 clusters
  Score: Raw -995038.762681 + Penalty 3009.093591 = -992029.669090
  nChanged 19
		SP:Iteration 64Q (46635.560000 sec): 3 clusters
  Score: Raw -995044.058527 + Penalty 3009.093591 = -992034.964936
  nChanged 14
		SP:Iteration 65Q (46635.820000 sec): 3 clusters
  Score: Raw -995048.367147 + Penalty 3009.093591 = -992039.273556
  nChanged 20
		SP:Iteration 66Q (46636.080000 sec): 3 clusters
  Score: Raw -995054.177436 + Penalty 3009.093591 = -992045.083845
  nChanged 13
		SP:Iteration 67Q (46636.340000 sec): 3 clusters
  Score: Raw -995057.382365 + Penalty 3009.093591 = -992048.288774
  nChanged 13
		SP:Iteration 68Q (46636.600000 sec): 3 clusters
  Score: Raw -995059.836160 + Penalty 3009.093591 = -992050.742569
  nChanged 13
		SP:Iteration 69Q (46636.870000 sec): 3 clusters
  Score: Raw -995063.971610 + Penalty 3009.093591 = -992054.878019
  nChanged 8
		SP:Iteration 70Q (46637.090000 sec): 3 clusters
  Score: Raw -995066.536172 + Penalty 3009.093591 = -992057.442581
  nChanged 11
		SP:Iteration 71Q (46637.310000 sec): 3 clusters
  Score: Raw -995069.241070 + Penalty 3009.093591 = -992060.147479
  nChanged 13
		SP:Iteration 72Q (46637.530000 sec): 3 clusters
  Score: Raw -995073.135705 + Penalty 3009.093591 = -992064.042114
  nChanged 19
		SP:Iteration 73Q (46637.760000 sec): 3 clusters
  Score: Raw -995078.348163 + Penalty 3009.093591 = -992069.254572
  nChanged 8
		SP:Iteration 74Q (46637.980000 sec): 3 clusters
  Score: Raw -995080.364326 + Penalty 3009.093591 = -992071.270735
  nChanged 5
		SP:Iteration 75Q (46638.200000 sec): 3 clusters
  Score: Raw -995081.347267 + Penalty 3009.093591 = -992072.253676
  nChanged 4
		SP:Iteration 76Q (46638.420000 sec): 3 clusters
  Score: Raw -995082.362417 + Penalty 3009.093591 = -992073.268826
  nChanged 4
		SP:Iteration 77Q (46638.640000 sec): 3 clusters
  Score: Raw -995083.419580 + Penalty 3009.093591 = -992074.325989
  nChanged 2
		SP:Iteration 78Q (46638.860000 sec): 3 clusters
  Score: Raw -995083.910023 + Penalty 3009.093591 = -992074.816432
  nChanged 2
		SP:Iteration 79Q (46639.080000 sec): 3 clusters
  Score: Raw -995084.500929 + Penalty 3009.093591 = -992075.407337
  nChanged 1
		SP:Iteration 80F (46639.300000 sec): 3 clusters
  Score: Raw -995084.866634 + Penalty 3009.093591 = -992075.773043
  nChanged 3
		SP:Iteration 81Q (46639.530000 sec): 3 clusters
  Score: Raw -995085.812868 + Penalty 3009.093591 = -992076.719277
  nChanged 4
		SP:Iteration 82Q (46639.750000 sec): 3 clusters
  Score: Raw -995087.117049 + Penalty 3009.093591 = -992078.023458
  nChanged 3
		SP:Iteration 83Q (46640.010000 sec): 3 clusters
  Score: Raw -995087.884082 + Penalty 3009.093591 = -992078.790491
  nChanged 1
		SP:Iteration 84Q (46640.280000 sec): 3 clusters
  Score: Raw -995088.025763 + Penalty 3009.093591 = -992078.932172
  nChanged 0
		SP:Iteration 85F (46640.540000 sec): 3 clusters
  Score: Raw -995088.025763 + Penalty 3009.093591 = -992078.932172
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (8459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46640.650000 sec): 2 clusters
  Score: Raw -744142.573763 + Penalty 1469.485264 = -742673.088499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46640.840000 sec): 3 clusters
  Score: Raw -739403.327288 + Penalty 2938.970529 = -736464.356759
  nChanged 3631
		SP:Iteration 1F (46640.970000 sec): 3 clusters
  Score: Raw -741574.098809 + Penalty 2938.970529 = -738635.128280
  nChanged 680
		SP:Iteration 2F (46641.100000 sec): 3 clusters
  Score: Raw -741947.011726 + Penalty 2938.970529 = -739008.041198
  nChanged 512
		SP:Iteration 3F (46641.240000 sec): 3 clusters
  Score: Raw -742245.800284 + Penalty 2938.970529 = -739306.829755
  nChanged 452
		SP:Iteration 4F (46641.360000 sec): 3 clusters
  Score: Raw -742538.293840 + Penalty 2938.970529 = -739599.323311
  nChanged 433
		SP:Iteration 5F (46641.490000 sec): 3 clusters
  Score: Raw -742820.338980 + Penalty 2938.970529 = -739881.368452
  nChanged 423
		SP:Iteration 6F (46641.620000 sec): 3 clusters
  Score: Raw -743093.881223 + Penalty 2938.970529 = -740154.910694
  nChanged 335
		SP:Iteration 7Q (46641.760000 sec): 3 clusters
  Score: Raw -743340.365929 + Penalty 2938.970529 = -740401.395400
  nChanged 293
		SP:Iteration 8Q (46641.900000 sec): 3 clusters
  Score: Raw -743561.684745 + Penalty 2938.970529 = -740622.714216
  nChanged 233
		SP:Iteration 9Q (46642.120000 sec): 3 clusters
  Score: Raw -743733.162398 + Penalty 2938.970529 = -740794.191869
  nChanged 197
		SP:Iteration 10Q (46642.320000 sec): 3 clusters
  Score: Raw -743878.617275 + Penalty 2938.970529 = -740939.646746
  nChanged 156
		SP:Iteration 11Q (46642.510000 sec): 3 clusters
  Score: Raw -743965.943733 + Penalty 2938.970529 = -741026.973204
  nChanged 111
		SP:Iteration 12Q (46642.700000 sec): 3 clusters
  Score: Raw -744029.866619 + Penalty 2938.970529 = -741090.896090
  nChanged 83
		SP:Iteration 13Q (46642.900000 sec): 3 clusters
  Score: Raw -744081.061369 + Penalty 2938.970529 = -741142.090840
  nChanged 74
		SP:Iteration 14Q (46643.090000 sec): 3 clusters
  Score: Raw -744117.340845 + Penalty 2938.970529 = -741178.370316
  nChanged 65
		SP:Iteration 15Q (46643.260000 sec): 3 clusters
  Score: Raw -744147.895811 + Penalty 2938.970529 = -741208.925282
  nChanged 59
		SP:Iteration 16Q (46643.390000 sec): 3 clusters
  Score: Raw -744178.611579 + Penalty 2938.970529 = -741239.641050
  nChanged 44
		SP:Iteration 17Q (46643.600000 sec): 3 clusters
  Score: Raw -744197.399804 + Penalty 2938.970529 = -741258.429276
  nChanged 38
		SP:Iteration 18Q (46643.800000 sec): 3 clusters
  Score: Raw -744218.078891 + Penalty 2938.970529 = -741279.108362
  nChanged 39
		SP:Iteration 19Q (46643.990000 sec): 3 clusters
  Score: Raw -744240.937442 + Penalty 2938.970529 = -741301.966914
  nChanged 38
		SP:Iteration 20F (46644.180000 sec): 3 clusters
  Score: Raw -744260.130281 + Penalty 2938.970529 = -741321.159752
  nChanged 23
		SP:Iteration 21Q (46644.380000 sec): 3 clusters
  Score: Raw -744271.787723 + Penalty 2938.970529 = -741332.817194
  nChanged 23
		SP:Iteration 22Q (46644.580000 sec): 3 clusters
  Score: Raw -744283.089270 + Penalty 2938.970529 = -741344.118741
  nChanged 27
		SP:Iteration 23Q (46644.770000 sec): 3 clusters
  Score: Raw -744295.115733 + Penalty 2938.970529 = -741356.145204
  nChanged 21
		SP:Iteration 24Q (46644.960000 sec): 3 clusters
  Score: Raw -744305.026165 + Penalty 2938.970529 = -741366.055636
  nChanged 20
		SP:Iteration 25Q (46645.160000 sec): 3 clusters
  Score: Raw -744314.724254 + Penalty 2938.970529 = -741375.753725
  nChanged 14
		SP:Iteration 26Q (46645.350000 sec): 3 clusters
  Score: Raw -744320.419203 + Penalty 2938.970529 = -741381.448674
  nChanged 11
		SP:Iteration 27Q (46645.540000 sec): 3 clusters
  Score: Raw -744326.868257 + Penalty 2938.970529 = -741387.897728
  nChanged 10
		SP:Iteration 28Q (46645.740000 sec): 3 clusters
  Score: Raw -744332.960448 + Penalty 2938.970529 = -741393.989919
  nChanged 13
		SP:Iteration 29Q (46645.930000 sec): 3 clusters
  Score: Raw -744339.085162 + Penalty 2938.970529 = -741400.114633
  nChanged 5
		SP:Iteration 30Q (46646.130000 sec): 3 clusters
  Score: Raw -744341.397992 + Penalty 2938.970529 = -741402.427463
  nChanged 5
		SP:Iteration 31Q (46646.330000 sec): 3 clusters
  Score: Raw -744343.186691 + Penalty 2938.970529 = -741404.216162
  nChanged 3
		SP:Iteration 32Q (46646.520000 sec): 3 clusters
  Score: Raw -744344.079099 + Penalty 2938.970529 = -741405.108571
  nChanged 2
		SP:Iteration 33Q (46646.710000 sec): 3 clusters
  Score: Raw -744344.509018 + Penalty 2938.970529 = -741405.538489
  nChanged 1
		SP:Iteration 34Q (46646.910000 sec): 3 clusters
  Score: Raw -744344.920453 + Penalty 2938.970529 = -741405.949924
  nChanged 0
		SP:Iteration 35F (46647.100000 sec): 3 clusters
  Score: Raw -744344.920453 + Penalty 2938.970529 = -741405.949924
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46647.180000 sec): 2 clusters
  Score: Raw -274658.202875 + Penalty 1325.805405 = -273332.397471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46647.360000 sec): 3 clusters
  Score: Raw -272986.296440 + Penalty 2651.610809 = -270334.685631
  nChanged 1327
		SP:Iteration 1F (46647.530000 sec): 3 clusters
  Score: Raw -273833.474014 + Penalty 2651.610809 = -271181.863204
  nChanged 313
		SP:Iteration 2F (46647.710000 sec): 3 clusters
  Score: Raw -274084.510944 + Penalty 2651.610809 = -271432.900135
  nChanged 246
		SP:Iteration 3F (46647.890000 sec): 3 clusters
  Score: Raw -274296.075775 + Penalty 2651.610809 = -271644.464965
  nChanged 225
		SP:Iteration 4F (46648.060000 sec): 3 clusters
  Score: Raw -274452.649732 + Penalty 2651.610809 = -271801.038922
  nChanged 151
		SP:Iteration 5Q (46648.240000 sec): 3 clusters
  Score: Raw -274542.241070 + Penalty 2651.610809 = -271890.630261
  nChanged 111
		SP:Iteration 6Q (46648.410000 sec): 3 clusters
  Score: Raw -274599.484678 + Penalty 2651.610809 = -271947.873869
  nChanged 81
		SP:Iteration 7Q (46648.590000 sec): 3 clusters
  Score: Raw -274634.716924 + Penalty 2651.610809 = -271983.106114
  nChanged 52
		SP:Iteration 8Q (46648.660000 sec): 3 clusters
  Score: Raw -274652.455539 + Penalty 2651.610809 = -272000.844729
  nChanged 33
		SP:Iteration 9Q (46648.740000 sec): 3 clusters
  Score: Raw -274667.679156 + Penalty 2651.610809 = -272016.068346
  nChanged 31
		SP:Iteration 10Q (46648.810000 sec): 3 clusters
  Score: Raw -274681.569008 + Penalty 2651.610809 = -272029.958198
  nChanged 31
		SP:Iteration 11Q (46648.990000 sec): 3 clusters
  Score: Raw -274694.355051 + Penalty 2651.610809 = -272042.744242
  nChanged 40
		SP:Iteration 12Q (46649.170000 sec): 3 clusters
  Score: Raw -274713.570356 + Penalty 2651.610809 = -272061.959546
  nChanged 45
		SP:Iteration 13Q (46649.340000 sec): 3 clusters
  Score: Raw -274733.230862 + Penalty 2651.610809 = -272081.620053
  nChanged 34
		SP:Iteration 14Q (46649.520000 sec): 3 clusters
  Score: Raw -274746.504209 + Penalty 2651.610809 = -272094.893400
  nChanged 21
		SP:Iteration 15Q (46649.690000 sec): 3 clusters
  Score: Raw -274753.586747 + Penalty 2651.610809 = -272101.975938
  nChanged 17
		SP:Iteration 16Q (46649.870000 sec): 3 clusters
  Score: Raw -274761.260938 + Penalty 2651.610809 = -272109.650128
  nChanged 27
		SP:Iteration 17Q (46650.050000 sec): 3 clusters
  Score: Raw -274772.052627 + Penalty 2651.610809 = -272120.441818
  nChanged 21
		SP:Iteration 18Q (46650.220000 sec): 3 clusters
  Score: Raw -274778.491120 + Penalty 2651.610809 = -272126.880310
  nChanged 20
		SP:Iteration 19Q (46650.400000 sec): 3 clusters
  Score: Raw -274786.344306 + Penalty 2651.610809 = -272134.733496
  nChanged 20
		SP:Iteration 20F (46650.470000 sec): 3 clusters
  Score: Raw -274794.479736 + Penalty 2651.610809 = -272142.868927
  nChanged 20
		SP:Iteration 21Q (46650.540000 sec): 3 clusters
  Score: Raw -274800.749768 + Penalty 2651.610809 = -272149.138959
  nChanged 17
		SP:Iteration 22Q (46650.620000 sec): 3 clusters
  Score: Raw -274807.081049 + Penalty 2651.610809 = -272155.470240
  nChanged 16
		SP:Iteration 23Q (46650.780000 sec): 3 clusters
  Score: Raw -274812.541324 + Penalty 2651.610809 = -272160.930514
  nChanged 15
		SP:Iteration 24Q (46650.850000 sec): 3 clusters
  Score: Raw -274818.487230 + Penalty 2651.610809 = -272166.876420
  nChanged 14
		SP:Iteration 25Q (46650.930000 sec): 3 clusters
  Score: Raw -274822.742692 + Penalty 2651.610809 = -272171.131883
  nChanged 11
		SP:Iteration 26Q (46651.000000 sec): 3 clusters
  Score: Raw -274826.935637 + Penalty 2651.610809 = -272175.324828
  nChanged 13
		SP:Iteration 27Q (46651.080000 sec): 3 clusters
  Score: Raw -274832.858215 + Penalty 2651.610809 = -272181.247405
  nChanged 20
		SP:Iteration 28Q (46651.150000 sec): 3 clusters
  Score: Raw -274840.597779 + Penalty 2651.610809 = -272188.986970
  nChanged 19
		SP:Iteration 29Q (46651.230000 sec): 3 clusters
  Score: Raw -274846.919836 + Penalty 2651.610809 = -272195.309026
  nChanged 12
		SP:Iteration 30Q (46651.300000 sec): 3 clusters
  Score: Raw -274851.886946 + Penalty 2651.610809 = -272200.276136
  nChanged 10
		SP:Iteration 31Q (46651.380000 sec): 3 clusters
  Score: Raw -274854.646529 + Penalty 2651.610809 = -272203.035719
  nChanged 5
		SP:Iteration 32Q (46651.450000 sec): 3 clusters
  Score: Raw -274856.628702 + Penalty 2651.610809 = -272205.017892
  nChanged 7
		SP:Iteration 33Q (46651.530000 sec): 3 clusters
  Score: Raw -274859.738330 + Penalty 2651.610809 = -272208.127521
  nChanged 11
		SP:Iteration 34Q (46651.600000 sec): 3 clusters
  Score: Raw -274863.744587 + Penalty 2651.610809 = -272212.133778
  nChanged 16
		SP:Iteration 35Q (46651.670000 sec): 3 clusters
  Score: Raw -274869.915868 + Penalty 2651.610809 = -272218.305058
  nChanged 10
		SP:Iteration 36Q (46651.750000 sec): 3 clusters
  Score: Raw -274874.430487 + Penalty 2651.610809 = -272222.819677
  nChanged 12
		SP:Iteration 37Q (46651.820000 sec): 3 clusters
  Score: Raw -274877.877555 + Penalty 2651.610809 = -272226.266745
  nChanged 10
		SP:Iteration 38Q (46651.890000 sec): 3 clusters
  Score: Raw -274883.074844 + Penalty 2651.610809 = -272231.464035
  nChanged 11
		SP:Iteration 39Q (46651.970000 sec): 3 clusters
  Score: Raw -274887.921200 + Penalty 2651.610809 = -272236.310390
  nChanged 9
		SP:Iteration 40F (46652.050000 sec): 3 clusters
  Score: Raw -274892.800579 + Penalty 2651.610809 = -272241.189770
  nChanged 9
		SP:Iteration 41Q (46652.120000 sec): 3 clusters
  Score: Raw -274897.151095 + Penalty 2651.610809 = -272245.540285
  nChanged 11
		SP:Iteration 42Q (46652.190000 sec): 3 clusters
  Score: Raw -274902.609323 + Penalty 2651.610809 = -272250.998513
  nChanged 17
		SP:Iteration 43Q (46652.270000 sec): 3 clusters
  Score: Raw -274911.443684 + Penalty 2651.610809 = -272259.832874
  nChanged 18
		SP:Iteration 44Q (46652.350000 sec): 3 clusters
  Score: Raw -274919.880707 + Penalty 2651.610809 = -272268.269897
  nChanged 13
		SP:Iteration 45Q (46652.420000 sec): 3 clusters
  Score: Raw -274925.284096 + Penalty 2651.610809 = -272273.673286
  nChanged 15
		SP:Iteration 46Q (46652.490000 sec): 3 clusters
  Score: Raw -274931.170052 + Penalty 2651.610809 = -272279.559243
  nChanged 16
		SP:Iteration 47Q (46652.570000 sec): 3 clusters
  Score: Raw -274938.343992 + Penalty 2651.610809 = -272286.733182
  nChanged 16
		SP:Iteration 48Q (46652.640000 sec): 3 clusters
  Score: Raw -274945.046895 + Penalty 2651.610809 = -272293.436086
  nChanged 8
		SP:Iteration 49Q (46652.720000 sec): 3 clusters
  Score: Raw -274947.155082 + Penalty 2651.610809 = -272295.544272
  nChanged 5
		SP:Iteration 50Q (46652.790000 sec): 3 clusters
  Score: Raw -274948.784694 + Penalty 2651.610809 = -272297.173885
  nChanged 4
		SP:Iteration 51Q (46652.870000 sec): 3 clusters
  Score: Raw -274950.169011 + Penalty 2651.610809 = -272298.558201
  nChanged 6
		SP:Iteration 52Q (46652.940000 sec): 3 clusters
  Score: Raw -274951.953106 + Penalty 2651.610809 = -272300.342297
  nChanged 4
		SP:Iteration 53Q (46653.020000 sec): 3 clusters
  Score: Raw -274953.090641 + Penalty 2651.610809 = -272301.479832
  nChanged 3
		SP:Iteration 54Q (46653.090000 sec): 3 clusters
  Score: Raw -274954.430804 + Penalty 2651.610809 = -272302.819995
  nChanged 5
		SP:Iteration 55Q (46653.170000 sec): 3 clusters
  Score: Raw -274956.841188 + Penalty 2651.610809 = -272305.230378
  nChanged 7
		SP:Iteration 56Q (46653.240000 sec): 3 clusters
  Score: Raw -274959.545736 + Penalty 2651.610809 = -272307.934926
  nChanged 11
		SP:Iteration 57Q (46653.310000 sec): 3 clusters
  Score: Raw -274964.244524 + Penalty 2651.610809 = -272312.633715
  nChanged 10
		SP:Iteration 58Q (46653.390000 sec): 3 clusters
  Score: Raw -274967.592865 + Penalty 2651.610809 = -272315.982055
  nChanged 9
		SP:Iteration 59Q (46653.460000 sec): 3 clusters
  Score: Raw -274970.708145 + Penalty 2651.610809 = -272319.097335
  nChanged 8
		SP:Iteration 60F (46653.570000 sec): 3 clusters
  Score: Raw -274973.533512 + Penalty 2651.610809 = -272321.922703
  nChanged 8
		SP:Iteration 61Q (46653.720000 sec): 3 clusters
  Score: Raw -274975.515674 + Penalty 2651.610809 = -272323.904865
  nChanged 7
		SP:Iteration 62Q (46653.790000 sec): 3 clusters
  Score: Raw -274978.188007 + Penalty 2651.610809 = -272326.577198
  nChanged 7
		SP:Iteration 63Q (46653.860000 sec): 3 clusters
  Score: Raw -274980.651815 + Penalty 2651.610809 = -272329.041006
  nChanged 7
		SP:Iteration 64Q (46653.940000 sec): 3 clusters
  Score: Raw -274983.895371 + Penalty 2651.610809 = -272332.284562
  nChanged 4
		SP:Iteration 65Q (46654.010000 sec): 3 clusters
  Score: Raw -274985.507958 + Penalty 2651.610809 = -272333.897149
  nChanged 5
		SP:Iteration 66Q (46654.090000 sec): 3 clusters
  Score: Raw -274987.311224 + Penalty 2651.610809 = -272335.700415
  nChanged 5
		SP:Iteration 67Q (46654.160000 sec): 3 clusters
  Score: Raw -274988.717488 + Penalty 2651.610809 = -272337.106679
  nChanged 5
		SP:Iteration 68Q (46654.230000 sec): 3 clusters
  Score: Raw -274992.232155 + Penalty 2651.610809 = -272340.621345
  nChanged 9
		SP:Iteration 69Q (46654.310000 sec): 3 clusters
  Score: Raw -274996.279249 + Penalty 2651.610809 = -272344.668439
  nChanged 6
		SP:Iteration 70Q (46654.390000 sec): 3 clusters
  Score: Raw -274998.285787 + Penalty 2651.610809 = -272346.674977
  nChanged 4
		SP:Iteration 71Q (46654.460000 sec): 3 clusters
  Score: Raw -275000.005150 + Penalty 2651.610809 = -272348.394341
  nChanged 4
		SP:Iteration 72Q (46654.530000 sec): 3 clusters
  Score: Raw -275001.082739 + Penalty 2651.610809 = -272349.471930
  nChanged 3
		SP:Iteration 73Q (46654.610000 sec): 3 clusters
  Score: Raw -275003.045107 + Penalty 2651.610809 = -272351.434298
  nChanged 5
		SP:Iteration 74Q (46654.680000 sec): 3 clusters
  Score: Raw -275005.118520 + Penalty 2651.610809 = -272353.507711
  nChanged 6
		SP:Iteration 75Q (46654.760000 sec): 3 clusters
  Score: Raw -275007.364538 + Penalty 2651.610809 = -272355.753729
  nChanged 3
		SP:Iteration 76Q (46654.830000 sec): 3 clusters
  Score: Raw -275009.009311 + Penalty 2651.610809 = -272357.398501
  nChanged 3
		SP:Iteration 77Q (46654.910000 sec): 3 clusters
  Score: Raw -275010.225249 + Penalty 2651.610809 = -272358.614439
  nChanged 3
		SP:Iteration 78Q (46655.090000 sec): 3 clusters
  Score: Raw -275010.796794 + Penalty 2651.610809 = -272359.185984
  nChanged 2
		SP:Iteration 79Q (46655.310000 sec): 3 clusters
  Score: Raw -275010.985594 + Penalty 2651.610809 = -272359.374785
  nChanged 1
		SP:Iteration 80F (46655.440000 sec): 3 clusters
  Score: Raw -275011.098312 + Penalty 2651.610809 = -272359.487502
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (3123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46655.520000 sec): 2 clusters
  Score: Raw -252187.592494 + Penalty 1307.564271 = -250880.028223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46655.590000 sec): 3 clusters
  Score: Raw -250671.519953 + Penalty 2615.128541 = -248056.391412
  nChanged 1221
		SP:Iteration 1F (46655.660000 sec): 3 clusters
  Score: Raw -251472.704534 + Penalty 2615.128541 = -248857.575993
  nChanged 296
		SP:Iteration 2F (46655.720000 sec): 3 clusters
  Score: Raw -251686.402914 + Penalty 2615.128541 = -249071.274373
  nChanged 187
		SP:Iteration 3F (46655.780000 sec): 3 clusters
  Score: Raw -251820.035487 + Penalty 2615.128541 = -249204.906946
  nChanged 141
		SP:Iteration 4Q (46655.840000 sec): 3 clusters
  Score: Raw -251916.313250 + Penalty 2615.128541 = -249301.184709
  nChanged 116
		SP:Iteration 5Q (46655.910000 sec): 3 clusters
  Score: Raw -251980.849678 + Penalty 2615.128541 = -249365.721137
  nChanged 90
		SP:Iteration 6Q (46655.980000 sec): 3 clusters
  Score: Raw -252042.962451 + Penalty 2615.128541 = -249427.833909
  nChanged 81
		SP:Iteration 7Q (46656.040000 sec): 3 clusters
  Score: Raw -252108.920266 + Penalty 2615.128541 = -249493.791725
  nChanged 103
		SP:Iteration 8Q (46656.110000 sec): 3 clusters
  Score: Raw -252175.245864 + Penalty 2615.128541 = -249560.117323
  nChanged 88
		SP:Iteration 9Q (46656.170000 sec): 3 clusters
  Score: Raw -252237.084193 + Penalty 2615.128541 = -249621.955652
  nChanged 89
		SP:Iteration 10Q (46656.230000 sec): 3 clusters
  Score: Raw -252314.650337 + Penalty 2615.128541 = -249699.521796
  nChanged 92
		SP:Iteration 11Q (46656.290000 sec): 3 clusters
  Score: Raw -252413.925342 + Penalty 2615.128541 = -249798.796801
  nChanged 101
		SP:Iteration 12Q (46656.350000 sec): 3 clusters
  Score: Raw -252503.964530 + Penalty 2615.128541 = -249888.835989
  nChanged 90
		SP:Iteration 13Q (46656.410000 sec): 3 clusters
  Score: Raw -252592.030770 + Penalty 2615.128541 = -249976.902229
  nChanged 83
		SP:Iteration 14Q (46656.470000 sec): 3 clusters
  Score: Raw -252658.884900 + Penalty 2615.128541 = -250043.756358
  nChanged 74
		SP:Iteration 15Q (46656.530000 sec): 3 clusters
  Score: Raw -252720.806404 + Penalty 2615.128541 = -250105.677863
  nChanged 58
		SP:Iteration 16Q (46656.590000 sec): 3 clusters
  Score: Raw -252766.666949 + Penalty 2615.128541 = -250151.538408
  nChanged 51
		SP:Iteration 17Q (46656.650000 sec): 3 clusters
  Score: Raw -252797.902979 + Penalty 2615.128541 = -250182.774438
  nChanged 43
		SP:Iteration 18Q (46656.720000 sec): 3 clusters
  Score: Raw -252828.556372 + Penalty 2615.128541 = -250213.427831
  nChanged 45
		SP:Iteration 19Q (46656.780000 sec): 3 clusters
  Score: Raw -252851.759254 + Penalty 2615.128541 = -250236.630713
  nChanged 41
		SP:Iteration 20F (46656.840000 sec): 3 clusters
  Score: Raw -252872.430653 + Penalty 2615.128541 = -250257.302111
  nChanged 21
		SP:Iteration 21Q (46656.900000 sec): 3 clusters
  Score: Raw -252883.264875 + Penalty 2615.128541 = -250268.136334
  nChanged 19
		SP:Iteration 22Q (46656.960000 sec): 3 clusters
  Score: Raw -252889.758047 + Penalty 2615.128541 = -250274.629506
  nChanged 12
		SP:Iteration 23Q (46657.020000 sec): 3 clusters
  Score: Raw -252893.617730 + Penalty 2615.128541 = -250278.489188
  nChanged 11
		SP:Iteration 24Q (46657.070000 sec): 3 clusters
  Score: Raw -252897.088842 + Penalty 2615.128541 = -250281.960300
  nChanged 9
		SP:Iteration 25Q (46657.130000 sec): 3 clusters
  Score: Raw -252899.956366 + Penalty 2615.128541 = -250284.827825
  nChanged 13
		SP:Iteration 26Q (46657.190000 sec): 3 clusters
  Score: Raw -252907.517763 + Penalty 2615.128541 = -250292.389222
  nChanged 17
		SP:Iteration 27Q (46657.250000 sec): 3 clusters
  Score: Raw -252914.542489 + Penalty 2615.128541 = -250299.413948
  nChanged 12
		SP:Iteration 28Q (46657.310000 sec): 3 clusters
  Score: Raw -252918.650104 + Penalty 2615.128541 = -250303.521563
  nChanged 10
		SP:Iteration 29Q (46657.370000 sec): 3 clusters
  Score: Raw -252923.091521 + Penalty 2615.128541 = -250307.962980
  nChanged 11
		SP:Iteration 30Q (46657.430000 sec): 3 clusters
  Score: Raw -252926.783627 + Penalty 2615.128541 = -250311.655086
  nChanged 9
		SP:Iteration 31Q (46657.490000 sec): 3 clusters
  Score: Raw -252930.690220 + Penalty 2615.128541 = -250315.561679
  nChanged 7
		SP:Iteration 32Q (46657.550000 sec): 3 clusters
  Score: Raw -252933.585900 + Penalty 2615.128541 = -250318.457358
  nChanged 7
		SP:Iteration 33Q (46657.600000 sec): 3 clusters
  Score: Raw -252935.712527 + Penalty 2615.128541 = -250320.583986
  nChanged 6
		SP:Iteration 34Q (46657.660000 sec): 3 clusters
  Score: Raw -252939.866054 + Penalty 2615.128541 = -250324.737513
  nChanged 11
		SP:Iteration 35Q (46657.720000 sec): 3 clusters
  Score: Raw -252944.042686 + Penalty 2615.128541 = -250328.914145
  nChanged 10
		SP:Iteration 36Q (46657.780000 sec): 3 clusters
  Score: Raw -252947.892853 + Penalty 2615.128541 = -250332.764312
  nChanged 8
		SP:Iteration 37Q (46657.840000 sec): 3 clusters
  Score: Raw -252950.895718 + Penalty 2615.128541 = -250335.767177
  nChanged 7
		SP:Iteration 38Q (46657.900000 sec): 3 clusters
  Score: Raw -252953.836947 + Penalty 2615.128541 = -250338.708406
  nChanged 9
		SP:Iteration 39Q (46658.000000 sec): 3 clusters
  Score: Raw -252956.652865 + Penalty 2615.128541 = -250341.524324
  nChanged 6
		SP:Iteration 40F (46658.180000 sec): 3 clusters
  Score: Raw -252959.102040 + Penalty 2615.128541 = -250343.973499
  nChanged 7
		SP:Iteration 41Q (46658.350000 sec): 3 clusters
  Score: Raw -252963.547296 + Penalty 2615.128541 = -250348.418755
  nChanged 6
		SP:Iteration 42Q (46658.530000 sec): 3 clusters
  Score: Raw -252967.817613 + Penalty 2615.128541 = -250352.689071
  nChanged 11
		SP:Iteration 43Q (46658.700000 sec): 3 clusters
  Score: Raw -252972.653030 + Penalty 2615.128541 = -250357.524489
  nChanged 9
		SP:Iteration 44Q (46658.860000 sec): 3 clusters
  Score: Raw -252975.398359 + Penalty 2615.128541 = -250360.269818
  nChanged 4
		SP:Iteration 45Q (46659.020000 sec): 3 clusters
  Score: Raw -252978.332503 + Penalty 2615.128541 = -250363.203962
  nChanged 6
		SP:Iteration 46Q (46659.180000 sec): 3 clusters
  Score: Raw -252981.509260 + Penalty 2615.128541 = -250366.380719
  nChanged 6
		SP:Iteration 47Q (46659.350000 sec): 3 clusters
  Score: Raw -252983.507402 + Penalty 2615.128541 = -250368.378861
  nChanged 5
		SP:Iteration 48Q (46659.530000 sec): 3 clusters
  Score: Raw -252985.018985 + Penalty 2615.128541 = -250369.890444
  nChanged 4
		SP:Iteration 49Q (46659.700000 sec): 3 clusters
  Score: Raw -252986.811736 + Penalty 2615.128541 = -250371.683195
  nChanged 3
		SP:Iteration 50Q (46659.880000 sec): 3 clusters
  Score: Raw -252988.212859 + Penalty 2615.128541 = -250373.084317
  nChanged 3
		SP:Iteration 51Q (46660.050000 sec): 3 clusters
  Score: Raw -252989.265791 + Penalty 2615.128541 = -250374.137250
  nChanged 3
		SP:Iteration 52Q (46660.220000 sec): 3 clusters
  Score: Raw -252990.711639 + Penalty 2615.128541 = -250375.583098
  nChanged 5
		SP:Iteration 53Q (46660.380000 sec): 3 clusters
  Score: Raw -252992.007549 + Penalty 2615.128541 = -250376.879008
  nChanged 0
		SP:Iteration 54F (46660.440000 sec): 3 clusters
  Score: Raw -252992.007549 + Penalty 2615.128541 = -250376.879008
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (25458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46660.700000 sec): 2 clusters
  Score: Raw -2426050.118521 + Penalty 1648.527614 = -2424401.590907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46661.020000 sec): 3 clusters
  Score: Raw -2410492.544877 + Penalty 3297.055227 = -2407195.489650
  nChanged 11675
		SP:Iteration 1F (46661.330000 sec): 3 clusters
  Score: Raw -2417144.821227 + Penalty 3297.055227 = -2413847.766000
  nChanged 1550
		SP:Iteration 2F (46661.720000 sec): 3 clusters
  Score: Raw -2417838.046817 + Penalty 3297.055227 = -2414540.991590
  nChanged 1495
		SP:Iteration 3F (46662.040000 sec): 3 clusters
  Score: Raw -2418559.998344 + Penalty 3297.055227 = -2415262.943116
  nChanged 1415
		SP:Iteration 4F (46662.390000 sec): 3 clusters
  Score: Raw -2419281.362790 + Penalty 3297.055227 = -2415984.307563
  nChanged 1455
		SP:Iteration 5F (46662.740000 sec): 3 clusters
  Score: Raw -2420049.889996 + Penalty 3297.055227 = -2416752.834769
  nChanged 1457
		SP:Iteration 6F (46663.090000 sec): 3 clusters
  Score: Raw -2420843.564809 + Penalty 3297.055227 = -2417546.509582
  nChanged 1335
		SP:Iteration 7F (46663.440000 sec): 3 clusters
  Score: Raw -2421540.690584 + Penalty 3297.055227 = -2418243.635357
  nChanged 1139
		SP:Iteration 8Q (46663.800000 sec): 3 clusters
  Score: Raw -2422129.171363 + Penalty 3297.055227 = -2418832.116135
  nChanged 1007
		SP:Iteration 9Q (46664.110000 sec): 3 clusters
  Score: Raw -2422683.088137 + Penalty 3297.055227 = -2419386.032910
  nChanged 872
		SP:Iteration 10Q (46664.540000 sec): 3 clusters
  Score: Raw -2423202.300886 + Penalty 3297.055227 = -2419905.245659
  nChanged 776
		SP:Iteration 11Q (46664.890000 sec): 3 clusters
  Score: Raw -2423647.828062 + Penalty 3297.055227 = -2420350.772835
  nChanged 632
		SP:Iteration 12Q (46665.270000 sec): 3 clusters
  Score: Raw -2423927.555018 + Penalty 3297.055227 = -2420630.499790
  nChanged 492
		SP:Iteration 13Q (46665.710000 sec): 3 clusters
  Score: Raw -2424123.643746 + Penalty 3297.055227 = -2420826.588519
  nChanged 383
		SP:Iteration 14Q (46666.100000 sec): 3 clusters
  Score: Raw -2424246.607500 + Penalty 3297.055227 = -2420949.552273
  nChanged 337
		SP:Iteration 15Q (46666.550000 sec): 3 clusters
  Score: Raw -2424357.365229 + Penalty 3297.055227 = -2421060.310002
  nChanged 297
		SP:Iteration 16Q (46666.940000 sec): 3 clusters
  Score: Raw -2424448.246502 + Penalty 3297.055227 = -2421151.191275
  nChanged 272
		SP:Iteration 17Q (46667.340000 sec): 3 clusters
  Score: Raw -2424523.624128 + Penalty 3297.055227 = -2421226.568901
  nChanged 263
		SP:Iteration 18Q (46667.740000 sec): 3 clusters
  Score: Raw -2424598.105947 + Penalty 3297.055227 = -2421301.050720
  nChanged 244
		SP:Iteration 19Q (46668.140000 sec): 3 clusters
  Score: Raw -2424669.176828 + Penalty 3297.055227 = -2421372.121601
  nChanged 242
		SP:Iteration 20F (46668.540000 sec): 3 clusters
  Score: Raw -2424733.691963 + Penalty 3297.055227 = -2421436.636736
  nChanged 240
		SP:Iteration 21Q (46668.930000 sec): 3 clusters
  Score: Raw -2424798.518951 + Penalty 3297.055227 = -2421501.463724
  nChanged 242
		SP:Iteration 22Q (46669.330000 sec): 3 clusters
  Score: Raw -2424870.729745 + Penalty 3297.055227 = -2421573.674518
  nChanged 248
		SP:Iteration 23Q (46669.730000 sec): 3 clusters
  Score: Raw -2424939.536569 + Penalty 3297.055227 = -2421642.481342
  nChanged 236
		SP:Iteration 24Q (46670.120000 sec): 3 clusters
  Score: Raw -2425009.648286 + Penalty 3297.055227 = -2421712.593059
  nChanged 230
		SP:Iteration 25Q (46670.520000 sec): 3 clusters
  Score: Raw -2425081.391621 + Penalty 3297.055227 = -2421784.336394
  nChanged 234
		SP:Iteration 26Q (46670.920000 sec): 3 clusters
  Score: Raw -2425154.985807 + Penalty 3297.055227 = -2421857.930579
  nChanged 239
		SP:Iteration 27Q (46671.320000 sec): 3 clusters
  Score: Raw -2425233.447727 + Penalty 3297.055227 = -2421936.392500
  nChanged 237
		SP:Iteration 28Q (46671.720000 sec): 3 clusters
  Score: Raw -2425315.890183 + Penalty 3297.055227 = -2422018.834955
  nChanged 235
		SP:Iteration 29Q (46672.090000 sec): 3 clusters
  Score: Raw -2425401.603159 + Penalty 3297.055227 = -2422104.547932
  nChanged 233
		SP:Iteration 30Q (46672.470000 sec): 3 clusters
  Score: Raw -2425491.224682 + Penalty 3297.055227 = -2422194.169455
  nChanged 226
		SP:Iteration 31Q (46672.830000 sec): 3 clusters
  Score: Raw -2425579.986629 + Penalty 3297.055227 = -2422282.931401
  nChanged 197
		SP:Iteration 32Q (46673.200000 sec): 3 clusters
  Score: Raw -2425649.321665 + Penalty 3297.055227 = -2422352.266438
  nChanged 177
		SP:Iteration 33Q (46673.550000 sec): 3 clusters
  Score: Raw -2425708.028288 + Penalty 3297.055227 = -2422410.973061
  nChanged 163
		SP:Iteration 34Q (46673.910000 sec): 3 clusters
  Score: Raw -2425770.967581 + Penalty 3297.055227 = -2422473.912354
  nChanged 156
		SP:Iteration 35Q (46674.260000 sec): 3 clusters
  Score: Raw -2425842.377709 + Penalty 3297.055227 = -2422545.322482
  nChanged 164
		SP:Iteration 36Q (46674.620000 sec): 3 clusters
  Score: Raw -2425915.804959 + Penalty 3297.055227 = -2422618.749732
  nChanged 148
		SP:Iteration 37Q (46674.980000 sec): 3 clusters
  Score: Raw -2425976.165298 + Penalty 3297.055227 = -2422679.110071
  nChanged 134
		SP:Iteration 38Q (46675.330000 sec): 3 clusters
  Score: Raw -2426029.051999 + Penalty 3297.055227 = -2422731.996772
  nChanged 128
		SP:Iteration 39Q (46675.680000 sec): 3 clusters
  Score: Raw -2426078.944353 + Penalty 3297.055227 = -2422781.889126
  nChanged 102
		SP:Iteration 40F (46676.040000 sec): 3 clusters
  Score: Raw -2426118.449214 + Penalty 3297.055227 = -2422821.393987
  nChanged 106
		SP:Iteration 41Q (46676.390000 sec): 3 clusters
  Score: Raw -2426166.867783 + Penalty 3297.055227 = -2422869.812556
  nChanged 113
		SP:Iteration 42Q (46676.740000 sec): 3 clusters
  Score: Raw -2426213.377662 + Penalty 3297.055227 = -2422916.322434
  nChanged 101
		SP:Iteration 43Q (46677.100000 sec): 3 clusters
  Score: Raw -2426253.354017 + Penalty 3297.055227 = -2422956.298790
  nChanged 97
		SP:Iteration 44Q (46677.460000 sec): 3 clusters
  Score: Raw -2426294.398412 + Penalty 3297.055227 = -2422997.343184
  nChanged 97
		SP:Iteration 45Q (46677.810000 sec): 3 clusters
  Score: Raw -2426337.604892 + Penalty 3297.055227 = -2423040.549665
  nChanged 95
		SP:Iteration 46Q (46678.170000 sec): 3 clusters
  Score: Raw -2426385.744552 + Penalty 3297.055227 = -2423088.689325
  nChanged 70
		SP:Iteration 47Q (46678.520000 sec): 3 clusters
  Score: Raw -2426422.891388 + Penalty 3297.055227 = -2423125.836161
  nChanged 73
		SP:Iteration 48Q (46678.880000 sec): 3 clusters
  Score: Raw -2426457.186540 + Penalty 3297.055227 = -2423160.131313
  nChanged 67
		SP:Iteration 49Q (46679.230000 sec): 3 clusters
  Score: Raw -2426490.892108 + Penalty 3297.055227 = -2423193.836881
  nChanged 60
		SP:Iteration 50Q (46679.590000 sec): 3 clusters
  Score: Raw -2426515.421144 + Penalty 3297.055227 = -2423218.365917
  nChanged 43
		SP:Iteration 51Q (46679.940000 sec): 3 clusters
  Score: Raw -2426530.603838 + Penalty 3297.055227 = -2423233.548611
  nChanged 37
		SP:Iteration 52Q (46680.300000 sec): 3 clusters
  Score: Raw -2426545.741328 + Penalty 3297.055227 = -2423248.686101
  nChanged 38
		SP:Iteration 53Q (46680.650000 sec): 3 clusters
  Score: Raw -2426558.109042 + Penalty 3297.055227 = -2423261.053815
  nChanged 27
		SP:Iteration 54Q (46681.010000 sec): 3 clusters
  Score: Raw -2426567.053652 + Penalty 3297.055227 = -2423269.998425
  nChanged 27
		SP:Iteration 55Q (46681.370000 sec): 3 clusters
  Score: Raw -2426577.163617 + Penalty 3297.055227 = -2423280.108390
  nChanged 32
		SP:Iteration 56Q (46681.720000 sec): 3 clusters
  Score: Raw -2426586.218586 + Penalty 3297.055227 = -2423289.163359
  nChanged 19
		SP:Iteration 57Q (46682.070000 sec): 3 clusters
  Score: Raw -2426592.866820 + Penalty 3297.055227 = -2423295.811593
  nChanged 22
		SP:Iteration 58Q (46682.430000 sec): 3 clusters
  Score: Raw -2426601.131559 + Penalty 3297.055227 = -2423304.076332
  nChanged 30
		SP:Iteration 59Q (46682.780000 sec): 3 clusters
  Score: Raw -2426609.534673 + Penalty 3297.055227 = -2423312.479446
  nChanged 16
		SP:Iteration 60F (46683.140000 sec): 3 clusters
  Score: Raw -2426615.628295 + Penalty 3297.055227 = -2423318.573068
  nChanged 18
		SP:Iteration 61Q (46683.490000 sec): 3 clusters
  Score: Raw -2426621.994292 + Penalty 3297.055227 = -2423324.939065
  nChanged 19
		SP:Iteration 62Q (46683.850000 sec): 3 clusters
  Score: Raw -2426627.997070 + Penalty 3297.055227 = -2423330.941842
  nChanged 14
		SP:Iteration 63Q (46684.200000 sec): 3 clusters
  Score: Raw -2426631.945989 + Penalty 3297.055227 = -2423334.890762
  nChanged 10
		SP:Iteration 64Q (46684.560000 sec): 3 clusters
  Score: Raw -2426634.922285 + Penalty 3297.055227 = -2423337.867058
  nChanged 17
		SP:Iteration 65Q (46684.910000 sec): 3 clusters
  Score: Raw -2426639.662919 + Penalty 3297.055227 = -2423342.607692
  nChanged 11
		SP:Iteration 66Q (46685.270000 sec): 3 clusters
  Score: Raw -2426642.746670 + Penalty 3297.055227 = -2423345.691443
  nChanged 15
		SP:Iteration 67Q (46685.630000 sec): 3 clusters
  Score: Raw -2426647.127803 + Penalty 3297.055227 = -2423350.072576
  nChanged 14
		SP:Iteration 68Q (46685.980000 sec): 3 clusters
  Score: Raw -2426652.109291 + Penalty 3297.055227 = -2423355.054064
  nChanged 8
		SP:Iteration 69Q (46686.340000 sec): 3 clusters
  Score: Raw -2426654.682871 + Penalty 3297.055227 = -2423357.627643
  nChanged 11
		SP:Iteration 70Q (46686.690000 sec): 3 clusters
  Score: Raw -2426658.334200 + Penalty 3297.055227 = -2423361.278973
  nChanged 10
		SP:Iteration 71Q (46687.050000 sec): 3 clusters
  Score: Raw -2426661.130166 + Penalty 3297.055227 = -2423364.074939
  nChanged 9
		SP:Iteration 72Q (46687.400000 sec): 3 clusters
  Score: Raw -2426664.218165 + Penalty 3297.055227 = -2423367.162938
  nChanged 7
		SP:Iteration 73Q (46687.750000 sec): 3 clusters
  Score: Raw -2426666.307565 + Penalty 3297.055227 = -2423369.252338
  nChanged 4
		SP:Iteration 74Q (46688.110000 sec): 3 clusters
  Score: Raw -2426668.520408 + Penalty 3297.055227 = -2423371.465181
  nChanged 5
		SP:Iteration 75Q (46688.460000 sec): 3 clusters
  Score: Raw -2426669.717591 + Penalty 3297.055227 = -2423372.662364
  nChanged 1
		SP:Iteration 76Q (46688.820000 sec): 3 clusters
  Score: Raw -2426669.853056 + Penalty 3297.055227 = -2423372.797829
  nChanged 0
		SP:Iteration 77F (46689.170000 sec): 3 clusters
  Score: Raw -2426669.853056 + Penalty 3297.055227 = -2423372.797829
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (7103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46689.300000 sec): 2 clusters
  Score: Raw -606624.859009 + Penalty 1441.094283 = -605183.764726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46689.500000 sec): 3 clusters
  Score: Raw -602816.707534 + Penalty 2882.188565 = -599934.518969
  nChanged 2986
		SP:Iteration 1F (46689.710000 sec): 3 clusters
  Score: Raw -604701.967729 + Penalty 2882.188565 = -601819.779163
  nChanged 632
		SP:Iteration 2F (46689.910000 sec): 3 clusters
  Score: Raw -605214.621288 + Penalty 2882.188565 = -602332.432722
  nChanged 537
		SP:Iteration 3F (46690.110000 sec): 3 clusters
  Score: Raw -605650.322583 + Penalty 2882.188565 = -602768.134017
  nChanged 459
		SP:Iteration 4F (46690.310000 sec): 3 clusters
  Score: Raw -606027.870780 + Penalty 2882.188565 = -603145.682215
  nChanged 365
		SP:Iteration 5F (46690.510000 sec): 3 clusters
  Score: Raw -606281.891310 + Penalty 2882.188565 = -603399.702745
  nChanged 269
		SP:Iteration 6Q (46690.720000 sec): 3 clusters
  Score: Raw -606443.263042 + Penalty 2882.188565 = -603561.074477
  nChanged 226
		SP:Iteration 7Q (46690.920000 sec): 3 clusters
  Score: Raw -606566.696715 + Penalty 2882.188565 = -603684.508149
  nChanged 209
		SP:Iteration 8Q (46691.120000 sec): 3 clusters
  Score: Raw -606671.261622 + Penalty 2882.188565 = -603789.073057
  nChanged 142
		SP:Iteration 9Q (46691.320000 sec): 3 clusters
  Score: Raw -606730.676756 + Penalty 2882.188565 = -603848.488190
  nChanged 126
		SP:Iteration 10Q (46691.530000 sec): 3 clusters
  Score: Raw -606776.349038 + Penalty 2882.188565 = -603894.160473
  nChanged 102
		SP:Iteration 11Q (46691.730000 sec): 3 clusters
  Score: Raw -606810.962455 + Penalty 2882.188565 = -603928.773889
  nChanged 94
		SP:Iteration 12Q (46691.930000 sec): 3 clusters
  Score: Raw -606840.669302 + Penalty 2882.188565 = -603958.480736
  nChanged 76
		SP:Iteration 13Q (46692.040000 sec): 3 clusters
  Score: Raw -606862.054695 + Penalty 2882.188565 = -603979.866129
  nChanged 63
		SP:Iteration 14Q (46692.210000 sec): 3 clusters
  Score: Raw -606883.273605 + Penalty 2882.188565 = -604001.085040
  nChanged 56
		SP:Iteration 15Q (46692.410000 sec): 3 clusters
  Score: Raw -606905.264913 + Penalty 2882.188565 = -604023.076348
  nChanged 54
		SP:Iteration 16Q (46692.610000 sec): 3 clusters
  Score: Raw -606928.529932 + Penalty 2882.188565 = -604046.341367
  nChanged 64
		SP:Iteration 17Q (46692.820000 sec): 3 clusters
  Score: Raw -606950.922281 + Penalty 2882.188565 = -604068.733715
  nChanged 64
		SP:Iteration 18Q (46693.020000 sec): 3 clusters
  Score: Raw -606972.544712 + Penalty 2882.188565 = -604090.356147
  nChanged 63
		SP:Iteration 19Q (46693.220000 sec): 3 clusters
  Score: Raw -606988.398311 + Penalty 2882.188565 = -604106.209745
  nChanged 55
		SP:Iteration 20F (46693.370000 sec): 3 clusters
  Score: Raw -607008.294935 + Penalty 2882.188565 = -604126.106369
  nChanged 54
		SP:Iteration 21Q (46693.480000 sec): 3 clusters
  Score: Raw -607025.276229 + Penalty 2882.188565 = -604143.087664
  nChanged 49
		SP:Iteration 22Q (46693.710000 sec): 3 clusters
  Score: Raw -607039.999303 + Penalty 2882.188565 = -604157.810737
  nChanged 47
		SP:Iteration 23Q (46693.870000 sec): 3 clusters
  Score: Raw -607054.658492 + Penalty 2882.188565 = -604172.469927
  nChanged 47
		SP:Iteration 24Q (46694.070000 sec): 3 clusters
  Score: Raw -607068.801528 + Penalty 2882.188565 = -604186.612963
  nChanged 49
		SP:Iteration 25Q (46694.270000 sec): 3 clusters
  Score: Raw -607079.618193 + Penalty 2882.188565 = -604197.429628
  nChanged 35
		SP:Iteration 26Q (46694.470000 sec): 3 clusters
  Score: Raw -607088.142730 + Penalty 2882.188565 = -604205.954165
  nChanged 33
		SP:Iteration 27Q (46694.670000 sec): 3 clusters
  Score: Raw -607097.972024 + Penalty 2882.188565 = -604215.783459
  nChanged 35
		SP:Iteration 28Q (46694.880000 sec): 3 clusters
  Score: Raw -607108.217730 + Penalty 2882.188565 = -604226.029165
  nChanged 29
		SP:Iteration 29Q (46695.080000 sec): 3 clusters
  Score: Raw -607116.886321 + Penalty 2882.188565 = -604234.697755
  nChanged 36
		SP:Iteration 30Q (46695.280000 sec): 3 clusters
  Score: Raw -607125.994983 + Penalty 2882.188565 = -604243.806418
  nChanged 29
		SP:Iteration 31Q (46695.480000 sec): 3 clusters
  Score: Raw -607136.056723 + Penalty 2882.188565 = -604253.868157
  nChanged 38
		SP:Iteration 32Q (46695.690000 sec): 3 clusters
  Score: Raw -607148.059742 + Penalty 2882.188565 = -604265.871176
  nChanged 47
		SP:Iteration 33Q (46695.890000 sec): 3 clusters
  Score: Raw -607166.661352 + Penalty 2882.188565 = -604284.472787
  nChanged 46
		SP:Iteration 34Q (46696.090000 sec): 3 clusters
  Score: Raw -607184.744737 + Penalty 2882.188565 = -604302.556172
  nChanged 49
		SP:Iteration 35Q (46696.290000 sec): 3 clusters
  Score: Raw -607203.632074 + Penalty 2882.188565 = -604321.443509
  nChanged 34
		SP:Iteration 36Q (46696.490000 sec): 3 clusters
  Score: Raw -607214.995749 + Penalty 2882.188565 = -604332.807184
  nChanged 32
		SP:Iteration 37Q (46696.690000 sec): 3 clusters
  Score: Raw -607223.617981 + Penalty 2882.188565 = -604341.429416
  nChanged 23
		SP:Iteration 38Q (46696.900000 sec): 3 clusters
  Score: Raw -607229.418269 + Penalty 2882.188565 = -604347.229704
  nChanged 23
		SP:Iteration 39Q (46697.040000 sec): 3 clusters
  Score: Raw -607233.966755 + Penalty 2882.188565 = -604351.778190
  nChanged 26
		SP:Iteration 40F (46697.150000 sec): 3 clusters
  Score: Raw -607238.676436 + Penalty 2882.188565 = -604356.487871
  nChanged 15
		SP:Iteration 41Q (46697.380000 sec): 3 clusters
  Score: Raw -607242.986259 + Penalty 2882.188565 = -604360.797693
  nChanged 21
		SP:Iteration 42Q (46697.540000 sec): 3 clusters
  Score: Raw -607248.535701 + Penalty 2882.188565 = -604366.347136
  nChanged 14
		SP:Iteration 43Q (46697.730000 sec): 3 clusters
  Score: Raw -607253.010610 + Penalty 2882.188565 = -604370.822045
  nChanged 15
		SP:Iteration 44Q (46697.850000 sec): 3 clusters
  Score: Raw -607256.228348 + Penalty 2882.188565 = -604374.039783
  nChanged 11
		SP:Iteration 45Q (46697.960000 sec): 3 clusters
  Score: Raw -607259.790473 + Penalty 2882.188565 = -604377.601908
  nChanged 14
		SP:Iteration 46Q (46698.150000 sec): 3 clusters
  Score: Raw -607263.454756 + Penalty 2882.188565 = -604381.266190
  nChanged 10
		SP:Iteration 47Q (46698.330000 sec): 3 clusters
  Score: Raw -607265.136626 + Penalty 2882.188565 = -604382.948061
  nChanged 11
		SP:Iteration 48Q (46698.440000 sec): 3 clusters
  Score: Raw -607267.939640 + Penalty 2882.188565 = -604385.751074
  nChanged 13
		SP:Iteration 49Q (46698.550000 sec): 3 clusters
  Score: Raw -607270.421805 + Penalty 2882.188565 = -604388.233239
  nChanged 6
		SP:Iteration 50Q (46698.680000 sec): 3 clusters
  Score: Raw -607271.337705 + Penalty 2882.188565 = -604389.149140
  nChanged 6
		SP:Iteration 51Q (46698.800000 sec): 3 clusters
  Score: Raw -607272.291253 + Penalty 2882.188565 = -604390.102687
  nChanged 3
		SP:Iteration 52Q (46699.000000 sec): 3 clusters
  Score: Raw -607272.634102 + Penalty 2882.188565 = -604390.445537
  nChanged 1
		SP:Iteration 53Q (46699.200000 sec): 3 clusters
  Score: Raw -607272.736392 + Penalty 2882.188565 = -604390.547826
  nChanged 0
		SP:Iteration 54F (46699.410000 sec): 3 clusters
  Score: Raw -607272.736392 + Penalty 2882.188565 = -604390.547826
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (6075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46699.560000 sec): 2 clusters
  Score: Raw -414581.320013 + Penalty 1415.689806 = -413165.630207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46699.740000 sec): 3 clusters
  Score: Raw -411386.594647 + Penalty 2831.379612 = -408555.215034
  nChanged 2482
		SP:Iteration 1F (46699.960000 sec): 3 clusters
  Score: Raw -413024.150026 + Penalty 2831.379612 = -410192.770414
  nChanged 545
		SP:Iteration 2F (46700.120000 sec): 3 clusters
  Score: Raw -413563.263661 + Penalty 2831.379612 = -410731.884049
  nChanged 502
		SP:Iteration 3F (46700.290000 sec): 3 clusters
  Score: Raw -414024.727196 + Penalty 2831.379612 = -411193.347583
  nChanged 420
		SP:Iteration 4F (46700.460000 sec): 3 clusters
  Score: Raw -414359.532109 + Penalty 2831.379612 = -411528.152497
  nChanged 317
		SP:Iteration 5F (46700.620000 sec): 3 clusters
  Score: Raw -414576.792969 + Penalty 2831.379612 = -411745.413357
  nChanged 247
		SP:Iteration 6Q (46700.790000 sec): 3 clusters
  Score: Raw -414708.230608 + Penalty 2831.379612 = -411876.850996
  nChanged 167
		SP:Iteration 7Q (46700.950000 sec): 3 clusters
  Score: Raw -414784.809370 + Penalty 2831.379612 = -411953.429758
  nChanged 131
		SP:Iteration 8Q (46701.120000 sec): 3 clusters
  Score: Raw -414850.785789 + Penalty 2831.379612 = -412019.406176
  nChanged 120
		SP:Iteration 9Q (46701.280000 sec): 3 clusters
  Score: Raw -414903.191476 + Penalty 2831.379612 = -412071.811864
  nChanged 93
		SP:Iteration 10Q (46701.450000 sec): 3 clusters
  Score: Raw -414936.668274 + Penalty 2831.379612 = -412105.288662
  nChanged 79
		SP:Iteration 11Q (46701.620000 sec): 3 clusters
  Score: Raw -414969.596165 + Penalty 2831.379612 = -412138.216553
  nChanged 75
		SP:Iteration 12Q (46701.820000 sec): 3 clusters
  Score: Raw -414997.961710 + Penalty 2831.379612 = -412166.582098
  nChanged 68
		SP:Iteration 13Q (46701.990000 sec): 3 clusters
  Score: Raw -415019.895695 + Penalty 2831.379612 = -412188.516083
  nChanged 61
		SP:Iteration 14Q (46702.160000 sec): 3 clusters
  Score: Raw -415038.040197 + Penalty 2831.379612 = -412206.660584
  nChanged 48
		SP:Iteration 15Q (46702.360000 sec): 3 clusters
  Score: Raw -415050.444796 + Penalty 2831.379612 = -412219.065184
  nChanged 41
		SP:Iteration 16Q (46702.530000 sec): 3 clusters
  Score: Raw -415060.263952 + Penalty 2831.379612 = -412228.884340
  nChanged 33
		SP:Iteration 17Q (46702.700000 sec): 3 clusters
  Score: Raw -415069.661143 + Penalty 2831.379612 = -412238.281531
  nChanged 36
		SP:Iteration 18Q (46702.860000 sec): 3 clusters
  Score: Raw -415080.498042 + Penalty 2831.379612 = -412249.118430
  nChanged 33
		SP:Iteration 19Q (46703.030000 sec): 3 clusters
  Score: Raw -415088.140267 + Penalty 2831.379612 = -412256.760655
  nChanged 26
		SP:Iteration 20F (46703.190000 sec): 3 clusters
  Score: Raw -415093.619461 + Penalty 2831.379612 = -412262.239849
  nChanged 19
		SP:Iteration 21Q (46703.360000 sec): 3 clusters
  Score: Raw -415096.828692 + Penalty 2831.379612 = -412265.449080
  nChanged 8
		SP:Iteration 22Q (46703.520000 sec): 3 clusters
  Score: Raw -415098.183916 + Penalty 2831.379612 = -412266.804304
  nChanged 9
		SP:Iteration 23Q (46703.740000 sec): 3 clusters
  Score: Raw -415099.302710 + Penalty 2831.379612 = -412267.923098
  nChanged 11
		SP:Iteration 24Q (46703.900000 sec): 3 clusters
  Score: Raw -415101.060961 + Penalty 2831.379612 = -412269.681349
  nChanged 10
		SP:Iteration 25Q (46704.070000 sec): 3 clusters
  Score: Raw -415102.604653 + Penalty 2831.379612 = -412271.225041
  nChanged 11
		SP:Iteration 26Q (46704.230000 sec): 3 clusters
  Score: Raw -415104.204958 + Penalty 2831.379612 = -412272.825346
  nChanged 8
		SP:Iteration 27Q (46704.400000 sec): 3 clusters
  Score: Raw -415105.161665 + Penalty 2831.379612 = -412273.782053
  nChanged 5
		SP:Iteration 28Q (46704.560000 sec): 3 clusters
  Score: Raw -415107.130651 + Penalty 2831.379612 = -412275.751039
  nChanged 8
		SP:Iteration 29Q (46704.730000 sec): 3 clusters
  Score: Raw -415109.395772 + Penalty 2831.379612 = -412278.016159
  nChanged 7
		SP:Iteration 30Q (46704.890000 sec): 3 clusters
  Score: Raw -415110.266020 + Penalty 2831.379612 = -412278.886408
  nChanged 5
		SP:Iteration 31Q (46705.060000 sec): 3 clusters
  Score: Raw -415111.072124 + Penalty 2831.379612 = -412279.692512
  nChanged 6
		SP:Iteration 32Q (46705.220000 sec): 3 clusters
  Score: Raw -415111.999675 + Penalty 2831.379612 = -412280.620063
  nChanged 4
		SP:Iteration 33Q (46705.390000 sec): 3 clusters
  Score: Raw -415112.432305 + Penalty 2831.379612 = -412281.052692
  nChanged 3
		SP:Iteration 34Q (46705.560000 sec): 3 clusters
  Score: Raw -415112.661851 + Penalty 2831.379612 = -412281.282239
  nChanged 1
		SP:Iteration 35Q (46705.720000 sec): 3 clusters
  Score: Raw -415112.710489 + Penalty 2831.379612 = -412281.330877
  nChanged 0
		SP:Iteration 36F (46705.880000 sec): 3 clusters
  Score: Raw -415112.710489 + Penalty 2831.379612 = -412281.330877
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46705.960000 sec): 2 clusters
  Score: Raw -99705.076723 + Penalty 1147.327409 = -98557.749313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46706.130000 sec): 3 clusters
  Score: Raw -99320.439058 + Penalty 2294.654819 = -97025.784239
  nChanged 388
		SP:Iteration 1F (46706.310000 sec): 3 clusters
  Score: Raw -99693.744154 + Penalty 2294.654819 = -97399.089335
  nChanged 110
		SP:Iteration 2F (46706.480000 sec): 3 clusters
  Score: Raw -99814.334037 + Penalty 2294.654819 = -97519.679218
  nChanged 64
		SP:Iteration 3F (46706.660000 sec): 3 clusters
  Score: Raw -99879.879404 + Penalty 2294.654819 = -97585.224585
  nChanged 41
		SP:Iteration 4Q (46706.840000 sec): 3 clusters
  Score: Raw -99935.644132 + Penalty 2294.654819 = -97640.989313
  nChanged 35
		SP:Iteration 5Q (46707.010000 sec): 3 clusters
  Score: Raw -99980.643239 + Penalty 2294.654819 = -97685.988420
  nChanged 24
		SP:Iteration 6Q (46707.190000 sec): 3 clusters
  Score: Raw -100011.556414 + Penalty 2294.654819 = -97716.901595
  nChanged 24
		SP:Iteration 7Q (46707.360000 sec): 3 clusters
  Score: Raw -100039.415007 + Penalty 2294.654819 = -97744.760188
  nChanged 22
		SP:Iteration 8Q (46707.540000 sec): 3 clusters
  Score: Raw -100059.949180 + Penalty 2294.654819 = -97765.294361
  nChanged 13
		SP:Iteration 9Q (46707.710000 sec): 3 clusters
  Score: Raw -100073.688563 + Penalty 2294.654819 = -97779.033744
  nChanged 11
		SP:Iteration 10Q (46707.890000 sec): 3 clusters
  Score: Raw -100085.003175 + Penalty 2294.654819 = -97790.348356
  nChanged 8
		SP:Iteration 11Q (46708.060000 sec): 3 clusters
  Score: Raw -100090.691290 + Penalty 2294.654819 = -97796.036471
  nChanged 6
		SP:Iteration 12Q (46708.240000 sec): 3 clusters
  Score: Raw -100098.314786 + Penalty 2294.654819 = -97803.659967
  nChanged 6
		SP:Iteration 13Q (46708.420000 sec): 3 clusters
  Score: Raw -100102.678366 + Penalty 2294.654819 = -97808.023547
  nChanged 5
		SP:Iteration 14Q (46708.590000 sec): 3 clusters
  Score: Raw -100107.468931 + Penalty 2294.654819 = -97812.814112
  nChanged 8
		SP:Iteration 15Q (46708.770000 sec): 3 clusters
  Score: Raw -100121.719071 + Penalty 2294.654819 = -97827.064252
  nChanged 12
		SP:Iteration 16Q (46708.940000 sec): 3 clusters
  Score: Raw -100135.454714 + Penalty 2294.654819 = -97840.799895
  nChanged 12
		SP:Iteration 17Q (46709.120000 sec): 3 clusters
  Score: Raw -100149.687785 + Penalty 2294.654819 = -97855.032966
  nChanged 9
		SP:Iteration 18Q (46709.300000 sec): 3 clusters
  Score: Raw -100158.534865 + Penalty 2294.654819 = -97863.880046
  nChanged 5
		SP:Iteration 19Q (46709.470000 sec): 3 clusters
  Score: Raw -100165.185200 + Penalty 2294.654819 = -97870.530381
  nChanged 6
		SP:Iteration 20F (46709.650000 sec): 3 clusters
  Score: Raw -100171.419790 + Penalty 2294.654819 = -97876.764972
  nChanged 4
		SP:Iteration 21Q (46709.820000 sec): 3 clusters
  Score: Raw -100174.344479 + Penalty 2294.654819 = -97879.689660
  nChanged 3
		SP:Iteration 22Q (46710.000000 sec): 3 clusters
  Score: Raw -100176.431457 + Penalty 2294.654819 = -97881.776638
  nChanged 2
		SP:Iteration 23Q (46710.180000 sec): 3 clusters
  Score: Raw -100177.647250 + Penalty 2294.654819 = -97882.992431
  nChanged 3
		SP:Iteration 24Q (46710.350000 sec): 3 clusters
  Score: Raw -100180.574543 + Penalty 2294.654819 = -97885.919724
  nChanged 3
		SP:Iteration 25Q (46710.530000 sec): 3 clusters
  Score: Raw -100183.773647 + Penalty 2294.654819 = -97889.118828
  nChanged 2
		SP:Iteration 26Q (46710.710000 sec): 3 clusters
  Score: Raw -100184.832662 + Penalty 2294.654819 = -97890.177843
  nChanged 1
		SP:Iteration 27Q (46710.880000 sec): 3 clusters
  Score: Raw -100185.671322 + Penalty 2294.654819 = -97891.016503
  nChanged 1
		SP:Iteration 28Q (46711.060000 sec): 3 clusters
  Score: Raw -100186.237470 + Penalty 2294.654819 = -97891.582651
  nChanged 1
		SP:Iteration 29Q (46711.230000 sec): 3 clusters
  Score: Raw -100188.188471 + Penalty 2294.654819 = -97893.533652
  nChanged 2
		SP:Iteration 30Q (46711.410000 sec): 3 clusters
  Score: Raw -100189.682357 + Penalty 2294.654819 = -97895.027538
  nChanged 2
		SP:Iteration 31Q (46711.590000 sec): 3 clusters
  Score: Raw -100191.314493 + Penalty 2294.654819 = -97896.659674
  nChanged 1
		SP:Iteration 32Q (46711.760000 sec): 3 clusters
  Score: Raw -100192.078279 + Penalty 2294.654819 = -97897.423460
  nChanged 1
		SP:Iteration 33Q (46711.940000 sec): 3 clusters
  Score: Raw -100192.590487 + Penalty 2294.654819 = -97897.935668
  nChanged 1
		SP:Iteration 34Q (46712.110000 sec): 3 clusters
  Score: Raw -100193.877133 + Penalty 2294.654819 = -97899.222314
  nChanged 2
		SP:Iteration 35Q (46712.290000 sec): 3 clusters
  Score: Raw -100197.641897 + Penalty 2294.654819 = -97902.987078
  nChanged 3
		SP:Iteration 36Q (46712.470000 sec): 3 clusters
  Score: Raw -100199.900004 + Penalty 2294.654819 = -97905.245185
  nChanged 2
		SP:Iteration 37Q (46712.640000 sec): 3 clusters
  Score: Raw -100201.711596 + Penalty 2294.654819 = -97907.056777
  nChanged 0
		SP:Iteration 38F (46712.790000 sec): 3 clusters
  Score: Raw -100201.711596 + Penalty 2294.654819 = -97907.056777
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (10487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46712.940000 sec): 2 clusters
  Score: Raw -886607.214773 + Penalty 1504.407397 = -885102.807376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46713.160000 sec): 3 clusters
  Score: Raw -880636.636155 + Penalty 3008.814794 = -877627.821361
  nChanged 4587
		SP:Iteration 1F (46713.380000 sec): 3 clusters
  Score: Raw -883371.919440 + Penalty 3008.814794 = -880363.104646
  nChanged 848
		SP:Iteration 2F (46713.600000 sec): 3 clusters
  Score: Raw -883951.455598 + Penalty 3008.814794 = -880942.640805
  nChanged 794
		SP:Iteration 3F (46713.820000 sec): 3 clusters
  Score: Raw -884509.883710 + Penalty 3008.814794 = -881501.068916
  nChanged 666
		SP:Iteration 4F (46714.040000 sec): 3 clusters
  Score: Raw -884961.278067 + Penalty 3008.814794 = -881952.463273
  nChanged 573
		SP:Iteration 5F (46714.260000 sec): 3 clusters
  Score: Raw -885294.592283 + Penalty 3008.814794 = -882285.777489
  nChanged 441
		SP:Iteration 6Q (46714.490000 sec): 3 clusters
  Score: Raw -885504.155174 + Penalty 3008.814794 = -882495.340380
  nChanged 382
		SP:Iteration 7Q (46714.710000 sec): 3 clusters
  Score: Raw -885676.529450 + Penalty 3008.814794 = -882667.714656
  nChanged 302
		SP:Iteration 8Q (46714.930000 sec): 3 clusters
  Score: Raw -885809.871710 + Penalty 3008.814794 = -882801.056916
  nChanged 250
		SP:Iteration 9Q (46715.150000 sec): 3 clusters
  Score: Raw -885927.305487 + Penalty 3008.814794 = -882918.490693
  nChanged 245
		SP:Iteration 10Q (46715.370000 sec): 3 clusters
  Score: Raw -886035.929700 + Penalty 3008.814794 = -883027.114906
  nChanged 210
		SP:Iteration 11Q (46715.590000 sec): 3 clusters
  Score: Raw -886112.222579 + Penalty 3008.814794 = -883103.407785
  nChanged 187
		SP:Iteration 12Q (46715.810000 sec): 3 clusters
  Score: Raw -886170.069218 + Penalty 3008.814794 = -883161.254424
  nChanged 167
		SP:Iteration 13Q (46716.030000 sec): 3 clusters
  Score: Raw -886221.708832 + Penalty 3008.814794 = -883212.894038
  nChanged 152
		SP:Iteration 14Q (46716.260000 sec): 3 clusters
  Score: Raw -886260.331951 + Penalty 3008.814794 = -883251.517157
  nChanged 136
		SP:Iteration 15Q (46716.480000 sec): 3 clusters
  Score: Raw -886298.048835 + Penalty 3008.814794 = -883289.234041
  nChanged 123
		SP:Iteration 16Q (46716.700000 sec): 3 clusters
  Score: Raw -886325.631591 + Penalty 3008.814794 = -883316.816797
  nChanged 100
		SP:Iteration 17Q (46716.920000 sec): 3 clusters
  Score: Raw -886346.894338 + Penalty 3008.814794 = -883338.079544
  nChanged 78
		SP:Iteration 18Q (46717.140000 sec): 3 clusters
  Score: Raw -886364.862864 + Penalty 3008.814794 = -883356.048070
  nChanged 75
		SP:Iteration 19Q (46717.360000 sec): 3 clusters
  Score: Raw -886384.782626 + Penalty 3008.814794 = -883375.967832
  nChanged 96
		SP:Iteration 20F (46717.580000 sec): 3 clusters
  Score: Raw -886415.544084 + Penalty 3008.814794 = -883406.729290
  nChanged 106
		SP:Iteration 21Q (46717.810000 sec): 3 clusters
  Score: Raw -886443.471367 + Penalty 3008.814794 = -883434.656573
  nChanged 104
		SP:Iteration 22Q (46718.030000 sec): 3 clusters
  Score: Raw -886470.974099 + Penalty 3008.814794 = -883462.159305
  nChanged 97
		SP:Iteration 23Q (46718.250000 sec): 3 clusters
  Score: Raw -886497.594232 + Penalty 3008.814794 = -883488.779438
  nChanged 88
		SP:Iteration 24Q (46718.470000 sec): 3 clusters
  Score: Raw -886520.970455 + Penalty 3008.814794 = -883512.155661
  nChanged 88
		SP:Iteration 25Q (46718.690000 sec): 3 clusters
  Score: Raw -886552.642915 + Penalty 3008.814794 = -883543.828121
  nChanged 110
		SP:Iteration 26Q (46718.910000 sec): 3 clusters
  Score: Raw -886594.630118 + Penalty 3008.814794 = -883585.815324
  nChanged 107
		SP:Iteration 27Q (46719.130000 sec): 3 clusters
  Score: Raw -886636.644063 + Penalty 3008.814794 = -883627.829269
  nChanged 124
		SP:Iteration 28Q (46719.360000 sec): 3 clusters
  Score: Raw -886687.742789 + Penalty 3008.814794 = -883678.927995
  nChanged 121
		SP:Iteration 29Q (46719.570000 sec): 3 clusters
  Score: Raw -886740.927545 + Penalty 3008.814794 = -883732.112751
  nChanged 126
		SP:Iteration 30Q (46719.790000 sec): 3 clusters
  Score: Raw -886798.154001 + Penalty 3008.814794 = -883789.339207
  nChanged 121
		SP:Iteration 31Q (46720.060000 sec): 3 clusters
  Score: Raw -886853.733819 + Penalty 3008.814794 = -883844.919025
  nChanged 117
		SP:Iteration 32Q (46720.320000 sec): 3 clusters
  Score: Raw -886913.555091 + Penalty 3008.814794 = -883904.740297
  nChanged 102
		SP:Iteration 33Q (46720.590000 sec): 3 clusters
  Score: Raw -886973.450296 + Penalty 3008.814794 = -883964.635502
  nChanged 101
		SP:Iteration 34Q (46720.810000 sec): 3 clusters
  Score: Raw -887046.444840 + Penalty 3008.814794 = -884037.630046
  nChanged 86
		SP:Iteration 35Q (46721.030000 sec): 3 clusters
  Score: Raw -887100.529161 + Penalty 3008.814794 = -884091.714367
  nChanged 72
		SP:Iteration 36Q (46721.250000 sec): 3 clusters
  Score: Raw -887141.862165 + Penalty 3008.814794 = -884133.047371
  nChanged 69
		SP:Iteration 37Q (46721.490000 sec): 3 clusters
  Score: Raw -887175.329426 + Penalty 3008.814794 = -884166.514632
  nChanged 60
		SP:Iteration 38Q (46721.750000 sec): 3 clusters
  Score: Raw -887204.420110 + Penalty 3008.814794 = -884195.605316
  nChanged 59
		SP:Iteration 39Q (46722.060000 sec): 3 clusters
  Score: Raw -887240.982982 + Penalty 3008.814794 = -884232.168188
  nChanged 49
		SP:Iteration 40F (46722.200000 sec): 3 clusters
  Score: Raw -887265.732010 + Penalty 3008.814794 = -884256.917216
  nChanged 47
		SP:Iteration 41Q (46722.470000 sec): 3 clusters
  Score: Raw -887287.354798 + Penalty 3008.814794 = -884278.540004
  nChanged 45
		SP:Iteration 42Q (46722.730000 sec): 3 clusters
  Score: Raw -887310.710734 + Penalty 3008.814794 = -884301.895940
  nChanged 34
		SP:Iteration 43Q (46722.990000 sec): 3 clusters
  Score: Raw -887330.201627 + Penalty 3008.814794 = -884321.386833
  nChanged 37
		SP:Iteration 44Q (46723.250000 sec): 3 clusters
  Score: Raw -887346.693976 + Penalty 3008.814794 = -884337.879182
  nChanged 34
		SP:Iteration 45Q (46723.510000 sec): 3 clusters
  Score: Raw -887363.546733 + Penalty 3008.814794 = -884354.731939
  nChanged 39
		SP:Iteration 46Q (46723.770000 sec): 3 clusters
  Score: Raw -887380.099734 + Penalty 3008.814794 = -884371.284940
  nChanged 29
		SP:Iteration 47Q (46724.030000 sec): 3 clusters
  Score: Raw -887395.437842 + Penalty 3008.814794 = -884386.623048
  nChanged 27
		SP:Iteration 48Q (46724.300000 sec): 3 clusters
  Score: Raw -887410.684017 + Penalty 3008.814794 = -884401.869223
  nChanged 31
		SP:Iteration 49Q (46724.600000 sec): 3 clusters
  Score: Raw -887426.774535 + Penalty 3008.814794 = -884417.959741
  nChanged 25
		SP:Iteration 50Q (46724.780000 sec): 3 clusters
  Score: Raw -887440.325017 + Penalty 3008.814794 = -884431.510223
  nChanged 25
		SP:Iteration 51Q (46725.040000 sec): 3 clusters
  Score: Raw -887452.731548 + Penalty 3008.814794 = -884443.916754
  nChanged 27
		SP:Iteration 52Q (46725.310000 sec): 3 clusters
  Score: Raw -887461.522024 + Penalty 3008.814794 = -884452.707230
  nChanged 15
		SP:Iteration 53Q (46725.480000 sec): 3 clusters
  Score: Raw -887467.952376 + Penalty 3008.814794 = -884459.137582
  nChanged 19
		SP:Iteration 54Q (46725.750000 sec): 3 clusters
  Score: Raw -887475.123455 + Penalty 3008.814794 = -884466.308661
  nChanged 17
		SP:Iteration 55Q (46725.980000 sec): 3 clusters
  Score: Raw -887481.100712 + Penalty 3008.814794 = -884472.285918
  nChanged 12
		SP:Iteration 56Q (46726.190000 sec): 3 clusters
  Score: Raw -887485.839836 + Penalty 3008.814794 = -884477.025042
  nChanged 14
		SP:Iteration 57Q (46726.460000 sec): 3 clusters
  Score: Raw -887491.841681 + Penalty 3008.814794 = -884483.026887
  nChanged 13
		SP:Iteration 58Q (46726.720000 sec): 3 clusters
  Score: Raw -887499.285828 + Penalty 3008.814794 = -884490.471034
  nChanged 17
		SP:Iteration 59Q (46726.940000 sec): 3 clusters
  Score: Raw -887508.310927 + Penalty 3008.814794 = -884499.496133
  nChanged 18
		SP:Iteration 60F (46727.160000 sec): 3 clusters
  Score: Raw -887519.787856 + Penalty 3008.814794 = -884510.973062
  nChanged 15
		SP:Iteration 61Q (46727.330000 sec): 3 clusters
  Score: Raw -887531.549432 + Penalty 3008.814794 = -884522.734638
  nChanged 25
		SP:Iteration 62Q (46727.610000 sec): 3 clusters
  Score: Raw -887546.349840 + Penalty 3008.814794 = -884537.535046
  nChanged 29
		SP:Iteration 63Q (46727.780000 sec): 3 clusters
  Score: Raw -887558.760872 + Penalty 3008.814794 = -884549.946078
  nChanged 21
		SP:Iteration 64Q (46727.960000 sec): 3 clusters
  Score: Raw -887570.319340 + Penalty 3008.814794 = -884561.504546
  nChanged 18
		SP:Iteration 65Q (46728.150000 sec): 3 clusters
  Score: Raw -887578.248063 + Penalty 3008.814794 = -884569.433269
  nChanged 11
		SP:Iteration 66Q (46728.330000 sec): 3 clusters
  Score: Raw -887582.546407 + Penalty 3008.814794 = -884573.731613
  nChanged 6
		SP:Iteration 67Q (46728.510000 sec): 3 clusters
  Score: Raw -887584.947954 + Penalty 3008.814794 = -884576.133160
  nChanged 6
		SP:Iteration 68Q (46728.650000 sec): 3 clusters
  Score: Raw -887587.692239 + Penalty 3008.814794 = -884578.877445
  nChanged 5
		SP:Iteration 69Q (46728.840000 sec): 3 clusters
  Score: Raw -887589.334913 + Penalty 3008.814794 = -884580.520119
  nChanged 5
		SP:Iteration 70Q (46729.110000 sec): 3 clusters
  Score: Raw -887590.536155 + Penalty 3008.814794 = -884581.721361
  nChanged 2
		SP:Iteration 71Q (46729.370000 sec): 3 clusters
  Score: Raw -887590.940963 + Penalty 3008.814794 = -884582.126169
  nChanged 1
		SP:Iteration 72Q (46729.590000 sec): 3 clusters
  Score: Raw -887591.456302 + Penalty 3008.814794 = -884582.641508
  nChanged 1
		SP:Iteration 73Q (46729.810000 sec): 3 clusters
  Score: Raw -887591.811633 + Penalty 3008.814794 = -884582.996839
  nChanged 1
		SP:Iteration 74Q (46730.070000 sec): 3 clusters
  Score: Raw -887591.926281 + Penalty 3008.814794 = -884583.111487
  nChanged 0
		SP:Iteration 75F (46730.280000 sec): 3 clusters
  Score: Raw -887591.926281 + Penalty 3008.814794 = -884583.111487
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46730.380000 sec): 2 clusters
  Score: Raw -66891.570881 + Penalty 1100.996990 = -65790.573891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46730.560000 sec): 3 clusters
  Score: Raw -66654.372823 + Penalty 2201.993980 = -64452.378843
  nChanged 257
		SP:Iteration 1F (46730.730000 sec): 3 clusters
  Score: Raw -66932.815319 + Penalty 2201.993980 = -64730.821339
  nChanged 74
		SP:Iteration 2F (46730.910000 sec): 3 clusters
  Score: Raw -67039.354612 + Penalty 2201.993980 = -64837.360632
  nChanged 46
		SP:Iteration 3F (46731.090000 sec): 3 clusters
  Score: Raw -67100.022519 + Penalty 2201.993980 = -64898.028539
  nChanged 27
		SP:Iteration 4Q (46731.260000 sec): 3 clusters
  Score: Raw -67132.555665 + Penalty 2201.993980 = -64930.561685
  nChanged 23
		SP:Iteration 5Q (46731.440000 sec): 3 clusters
  Score: Raw -67152.061930 + Penalty 2201.993980 = -64950.067950
  nChanged 11
		SP:Iteration 6Q (46731.610000 sec): 3 clusters
  Score: Raw -67158.835083 + Penalty 2201.993980 = -64956.841104
  nChanged 10
		SP:Iteration 7Q (46731.790000 sec): 3 clusters
  Score: Raw -67167.015391 + Penalty 2201.993980 = -64965.021412
  nChanged 9
		SP:Iteration 8Q (46731.970000 sec): 3 clusters
  Score: Raw -67174.249637 + Penalty 2201.993980 = -64972.255658
  nChanged 2
		SP:Iteration 9Q (46732.140000 sec): 3 clusters
  Score: Raw -67176.433263 + Penalty 2201.993980 = -64974.439283
  nChanged 5
		SP:Iteration 10Q (46732.320000 sec): 3 clusters
  Score: Raw -67183.582756 + Penalty 2201.993980 = -64981.588776
  nChanged 6
		SP:Iteration 11Q (46732.490000 sec): 3 clusters
  Score: Raw -67191.815816 + Penalty 2201.993980 = -64989.821836
  nChanged 11
		SP:Iteration 12Q (46732.670000 sec): 3 clusters
  Score: Raw -67199.791316 + Penalty 2201.993980 = -64997.797336
  nChanged 6
		SP:Iteration 13Q (46732.850000 sec): 3 clusters
  Score: Raw -67206.913985 + Penalty 2201.993980 = -65004.920005
  nChanged 8
		SP:Iteration 14Q (46733.020000 sec): 3 clusters
  Score: Raw -67213.227187 + Penalty 2201.993980 = -65011.233207
  nChanged 2
		SP:Iteration 15Q (46733.200000 sec): 3 clusters
  Score: Raw -67214.115402 + Penalty 2201.993980 = -65012.121423
  nChanged 2
		SP:Iteration 16Q (46733.370000 sec): 3 clusters
  Score: Raw -67215.015050 + Penalty 2201.993980 = -65013.021070
  nChanged 3
		SP:Iteration 17Q (46733.550000 sec): 3 clusters
  Score: Raw -67216.079215 + Penalty 2201.993980 = -65014.085236
  nChanged 2
		SP:Iteration 18Q (46733.720000 sec): 3 clusters
  Score: Raw -67218.630042 + Penalty 2201.993980 = -65016.636062
  nChanged 0
		SP:Iteration 19F (46733.900000 sec): 3 clusters
  Score: Raw -67218.630042 + Penalty 2201.993980 = -65016.636062
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (2497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46733.970000 sec): 2 clusters
  Score: Raw -208050.501980 + Penalty 1271.212360 = -206779.289620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46734.150000 sec): 3 clusters
  Score: Raw -206906.048972 + Penalty 2542.424719 = -204363.624253
  nChanged 949
		SP:Iteration 1F (46734.330000 sec): 3 clusters
  Score: Raw -207510.275916 + Penalty 2542.424719 = -204967.851197
  nChanged 219
		SP:Iteration 2F (46734.500000 sec): 3 clusters
  Score: Raw -207692.979052 + Penalty 2542.424719 = -205150.554332
  nChanged 161
		SP:Iteration 3F (46734.680000 sec): 3 clusters
  Score: Raw -207813.834738 + Penalty 2542.424719 = -205271.410018
  nChanged 119
		SP:Iteration 4Q (46734.850000 sec): 3 clusters
  Score: Raw -207914.266972 + Penalty 2542.424719 = -205371.842253
  nChanged 97
		SP:Iteration 5Q (46735.030000 sec): 3 clusters
  Score: Raw -207979.789312 + Penalty 2542.424719 = -205437.364593
  nChanged 85
		SP:Iteration 6Q (46735.200000 sec): 3 clusters
  Score: Raw -208038.104700 + Penalty 2542.424719 = -205495.679980
  nChanged 63
		SP:Iteration 7Q (46735.380000 sec): 3 clusters
  Score: Raw -208076.756740 + Penalty 2542.424719 = -205534.332020
  nChanged 51
		SP:Iteration 8Q (46735.550000 sec): 3 clusters
  Score: Raw -208106.501672 + Penalty 2542.424719 = -205564.076952
  nChanged 42
		SP:Iteration 9Q (46735.730000 sec): 3 clusters
  Score: Raw -208129.034944 + Penalty 2542.424719 = -205586.610224
  nChanged 34
		SP:Iteration 10Q (46735.910000 sec): 3 clusters
  Score: Raw -208143.819734 + Penalty 2542.424719 = -205601.395015
  nChanged 23
		SP:Iteration 11Q (46736.080000 sec): 3 clusters
  Score: Raw -208152.321603 + Penalty 2542.424719 = -205609.896884
  nChanged 21
		SP:Iteration 12Q (46736.260000 sec): 3 clusters
  Score: Raw -208162.176528 + Penalty 2542.424719 = -205619.751808
  nChanged 19
		SP:Iteration 13Q (46736.430000 sec): 3 clusters
  Score: Raw -208172.853555 + Penalty 2542.424719 = -205630.428836
  nChanged 26
		SP:Iteration 14Q (46736.610000 sec): 3 clusters
  Score: Raw -208188.732260 + Penalty 2542.424719 = -205646.307541
  nChanged 23
		SP:Iteration 15Q (46736.790000 sec): 3 clusters
  Score: Raw -208203.120821 + Penalty 2542.424719 = -205660.696102
  nChanged 19
		SP:Iteration 16Q (46736.960000 sec): 3 clusters
  Score: Raw -208214.392881 + Penalty 2542.424719 = -205671.968161
  nChanged 19
		SP:Iteration 17Q (46737.140000 sec): 3 clusters
  Score: Raw -208227.489010 + Penalty 2542.424719 = -205685.064291
  nChanged 26
		SP:Iteration 18Q (46737.310000 sec): 3 clusters
  Score: Raw -208241.401420 + Penalty 2542.424719 = -205698.976700
  nChanged 18
		SP:Iteration 19Q (46737.490000 sec): 3 clusters
  Score: Raw -208252.074299 + Penalty 2542.424719 = -205709.649580
  nChanged 20
		SP:Iteration 20F (46737.670000 sec): 3 clusters
  Score: Raw -208260.744959 + Penalty 2542.424719 = -205718.320240
  nChanged 21
		SP:Iteration 21Q (46737.840000 sec): 3 clusters
  Score: Raw -208271.269774 + Penalty 2542.424719 = -205728.845055
  nChanged 20
		SP:Iteration 22Q (46738.020000 sec): 3 clusters
  Score: Raw -208281.463735 + Penalty 2542.424719 = -205739.039015
  nChanged 18
		SP:Iteration 23Q (46738.190000 sec): 3 clusters
  Score: Raw -208289.169584 + Penalty 2542.424719 = -205746.744865
  nChanged 10
		SP:Iteration 24Q (46738.370000 sec): 3 clusters
  Score: Raw -208292.895740 + Penalty 2542.424719 = -205750.471021
  nChanged 8
		SP:Iteration 25Q (46738.550000 sec): 3 clusters
  Score: Raw -208297.068205 + Penalty 2542.424719 = -205754.643486
  nChanged 11
		SP:Iteration 26Q (46738.720000 sec): 3 clusters
  Score: Raw -208302.935496 + Penalty 2542.424719 = -205760.510776
  nChanged 10
		SP:Iteration 27Q (46738.900000 sec): 3 clusters
  Score: Raw -208309.387554 + Penalty 2542.424719 = -205766.962835
  nChanged 15
		SP:Iteration 28Q (46739.070000 sec): 3 clusters
  Score: Raw -208314.432000 + Penalty 2542.424719 = -205772.007281
  nChanged 11
		SP:Iteration 29Q (46739.250000 sec): 3 clusters
  Score: Raw -208317.602355 + Penalty 2542.424719 = -205775.177635
  nChanged 1
		SP:Iteration 30Q (46739.420000 sec): 3 clusters
  Score: Raw -208318.063335 + Penalty 2542.424719 = -205775.638616
  nChanged 1
		SP:Iteration 31Q (46739.600000 sec): 3 clusters
  Score: Raw -208318.557276 + Penalty 2542.424719 = -205776.132557
  nChanged 1
		SP:Iteration 32Q (46739.770000 sec): 3 clusters
  Score: Raw -208318.945933 + Penalty 2542.424719 = -205776.521214
  nChanged 0
		SP:Iteration 33F (46739.950000 sec): 3 clusters
  Score: Raw -208318.945933 + Penalty 2542.424719 = -205776.521214
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (8928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46740.080000 sec): 2 clusters
  Score: Raw -692365.263344 + Penalty 1478.253999 = -690887.009345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46740.270000 sec): 3 clusters
  Score: Raw -687448.709934 + Penalty 2956.507998 = -684492.201936
  nChanged 3788
		SP:Iteration 1F (46740.460000 sec): 3 clusters
  Score: Raw -689819.809103 + Penalty 2956.507998 = -686863.301105
  nChanged 738
		SP:Iteration 2F (46740.650000 sec): 3 clusters
  Score: Raw -690265.712897 + Penalty 2956.507998 = -687309.204899
  nChanged 604
		SP:Iteration 3F (46740.850000 sec): 3 clusters
  Score: Raw -690596.911814 + Penalty 2956.507998 = -687640.403816
  nChanged 469
		SP:Iteration 4F (46741.040000 sec): 3 clusters
  Score: Raw -690869.566658 + Penalty 2956.507998 = -687913.058661
  nChanged 403
		SP:Iteration 5Q (46741.230000 sec): 3 clusters
  Score: Raw -691092.086594 + Penalty 2956.507998 = -688135.578596
  nChanged 356
		SP:Iteration 6Q (46741.420000 sec): 3 clusters
  Score: Raw -691299.194447 + Penalty 2956.507998 = -688342.686449
  nChanged 320
		SP:Iteration 7Q (46741.620000 sec): 3 clusters
  Score: Raw -691485.137227 + Penalty 2956.507998 = -688528.629230
  nChanged 313
		SP:Iteration 8Q (46741.810000 sec): 3 clusters
  Score: Raw -691662.908926 + Penalty 2956.507998 = -688706.400928
  nChanged 277
		SP:Iteration 9Q (46742.000000 sec): 3 clusters
  Score: Raw -691824.151506 + Penalty 2956.507998 = -688867.643509
  nChanged 217
		SP:Iteration 10Q (46742.200000 sec): 3 clusters
  Score: Raw -691946.139626 + Penalty 2956.507998 = -688989.631629
  nChanged 206
		SP:Iteration 11Q (46742.390000 sec): 3 clusters
  Score: Raw -692056.029529 + Penalty 2956.507998 = -689099.521531
  nChanged 177
		SP:Iteration 12Q (46742.580000 sec): 3 clusters
  Score: Raw -692141.810305 + Penalty 2956.507998 = -689185.302307
  nChanged 161
		SP:Iteration 13Q (46742.780000 sec): 3 clusters
  Score: Raw -692216.376933 + Penalty 2956.507998 = -689259.868935
  nChanged 141
		SP:Iteration 14Q (46742.990000 sec): 3 clusters
  Score: Raw -692283.321762 + Penalty 2956.507998 = -689326.813765
  nChanged 109
		SP:Iteration 15Q (46743.180000 sec): 3 clusters
  Score: Raw -692330.874984 + Penalty 2956.507998 = -689374.366987
  nChanged 103
		SP:Iteration 16Q (46743.410000 sec): 3 clusters
  Score: Raw -692371.131292 + Penalty 2956.507998 = -689414.623294
  nChanged 98
		SP:Iteration 17Q (46743.600000 sec): 3 clusters
  Score: Raw -692413.997807 + Penalty 2956.507998 = -689457.489810
  nChanged 85
		SP:Iteration 18Q (46743.780000 sec): 3 clusters
  Score: Raw -692450.298344 + Penalty 2956.507998 = -689493.790346
  nChanged 78
		SP:Iteration 19Q (46743.980000 sec): 3 clusters
  Score: Raw -692485.741360 + Penalty 2956.507998 = -689529.233362
  nChanged 86
		SP:Iteration 20F (46744.220000 sec): 3 clusters
  Score: Raw -692518.844516 + Penalty 2956.507998 = -689562.336519
  nChanged 74
		SP:Iteration 21Q (46744.410000 sec): 3 clusters
  Score: Raw -692549.403873 + Penalty 2956.507998 = -689592.895876
  nChanged 77
		SP:Iteration 22Q (46744.600000 sec): 3 clusters
  Score: Raw -692586.211151 + Penalty 2956.507998 = -689629.703154
  nChanged 75
		SP:Iteration 23Q (46744.800000 sec): 3 clusters
  Score: Raw -692617.588631 + Penalty 2956.507998 = -689661.080633
  nChanged 77
		SP:Iteration 24Q (46744.980000 sec): 3 clusters
  Score: Raw -692641.762009 + Penalty 2956.507998 = -689685.254011
  nChanged 61
		SP:Iteration 25Q (46745.170000 sec): 3 clusters
  Score: Raw -692658.822310 + Penalty 2956.507998 = -689702.314312
  nChanged 51
		SP:Iteration 26Q (46745.370000 sec): 3 clusters
  Score: Raw -692676.612044 + Penalty 2956.507998 = -689720.104047
  nChanged 49
		SP:Iteration 27Q (46745.560000 sec): 3 clusters
  Score: Raw -692693.151233 + Penalty 2956.507998 = -689736.643235
  nChanged 50
		SP:Iteration 28Q (46745.750000 sec): 3 clusters
  Score: Raw -692707.547300 + Penalty 2956.507998 = -689751.039303
  nChanged 40
		SP:Iteration 29Q (46745.990000 sec): 3 clusters
  Score: Raw -692724.031859 + Penalty 2956.507998 = -689767.523861
  nChanged 51
		SP:Iteration 30Q (46746.180000 sec): 3 clusters
  Score: Raw -692743.941374 + Penalty 2956.507998 = -689787.433376
  nChanged 48
		SP:Iteration 31Q (46746.360000 sec): 3 clusters
  Score: Raw -692761.696945 + Penalty 2956.507998 = -689805.188947
  nChanged 49
		SP:Iteration 32Q (46746.560000 sec): 3 clusters
  Score: Raw -692778.056114 + Penalty 2956.507998 = -689821.548117
  nChanged 41
		SP:Iteration 33Q (46746.750000 sec): 3 clusters
  Score: Raw -692793.239905 + Penalty 2956.507998 = -689836.731908
  nChanged 49
		SP:Iteration 34Q (46746.940000 sec): 3 clusters
  Score: Raw -692812.857792 + Penalty 2956.507998 = -689856.349795
  nChanged 50
		SP:Iteration 35Q (46747.130000 sec): 3 clusters
  Score: Raw -692828.375131 + Penalty 2956.507998 = -689871.867134
  nChanged 39
		SP:Iteration 36Q (46747.330000 sec): 3 clusters
  Score: Raw -692840.629837 + Penalty 2956.507998 = -689884.121840
  nChanged 45
		SP:Iteration 37Q (46747.560000 sec): 3 clusters
  Score: Raw -692853.171920 + Penalty 2956.507998 = -689896.663923
  nChanged 41
		SP:Iteration 38Q (46747.750000 sec): 3 clusters
  Score: Raw -692868.196782 + Penalty 2956.507998 = -689911.688785
  nChanged 40
		SP:Iteration 39Q (46747.940000 sec): 3 clusters
  Score: Raw -692882.132949 + Penalty 2956.507998 = -689925.624951
  nChanged 34
		SP:Iteration 40F (46748.140000 sec): 3 clusters
  Score: Raw -692892.112446 + Penalty 2956.507998 = -689935.604449
  nChanged 26
		SP:Iteration 41Q (46748.330000 sec): 3 clusters
  Score: Raw -692897.248315 + Penalty 2956.507998 = -689940.740318
  nChanged 17
		SP:Iteration 42Q (46748.520000 sec): 3 clusters
  Score: Raw -692902.707078 + Penalty 2956.507998 = -689946.199081
  nChanged 25
		SP:Iteration 43Q (46748.710000 sec): 3 clusters
  Score: Raw -692910.860698 + Penalty 2956.507998 = -689954.352700
  nChanged 38
		SP:Iteration 44Q (46748.900000 sec): 3 clusters
  Score: Raw -692920.876200 + Penalty 2956.507998 = -689964.368203
  nChanged 28
		SP:Iteration 45Q (46749.090000 sec): 3 clusters
  Score: Raw -692931.791872 + Penalty 2956.507998 = -689975.283875
  nChanged 30
		SP:Iteration 46Q (46749.320000 sec): 3 clusters
  Score: Raw -692941.633537 + Penalty 2956.507998 = -689985.125539
  nChanged 39
		SP:Iteration 47Q (46749.520000 sec): 3 clusters
  Score: Raw -692955.013179 + Penalty 2956.507998 = -689998.505181
  nChanged 28
		SP:Iteration 48Q (46749.710000 sec): 3 clusters
  Score: Raw -692963.647086 + Penalty 2956.507998 = -690007.139089
  nChanged 32
		SP:Iteration 49Q (46749.900000 sec): 3 clusters
  Score: Raw -692974.325824 + Penalty 2956.507998 = -690017.817826
  nChanged 27
		SP:Iteration 50Q (46750.090000 sec): 3 clusters
  Score: Raw -692981.050563 + Penalty 2956.507998 = -690024.542566
  nChanged 25
		SP:Iteration 51Q (46750.280000 sec): 3 clusters
  Score: Raw -692988.547836 + Penalty 2956.507998 = -690032.039839
  nChanged 22
		SP:Iteration 52Q (46750.480000 sec): 3 clusters
  Score: Raw -692995.115472 + Penalty 2956.507998 = -690038.607474
  nChanged 21
		SP:Iteration 53Q (46750.660000 sec): 3 clusters
  Score: Raw -693002.758469 + Penalty 2956.507998 = -690046.250472
  nChanged 27
		SP:Iteration 54Q (46750.870000 sec): 3 clusters
  Score: Raw -693011.746108 + Penalty 2956.507998 = -690055.238110
  nChanged 26
		SP:Iteration 55Q (46751.050000 sec): 3 clusters
  Score: Raw -693019.888174 + Penalty 2956.507998 = -690063.380176
  nChanged 20
		SP:Iteration 56Q (46751.310000 sec): 3 clusters
  Score: Raw -693024.496531 + Penalty 2956.507998 = -690067.988534
  nChanged 20
		SP:Iteration 57Q (46751.500000 sec): 3 clusters
  Score: Raw -693029.862457 + Penalty 2956.507998 = -690073.354459
  nChanged 12
		SP:Iteration 58Q (46751.680000 sec): 3 clusters
  Score: Raw -693033.782571 + Penalty 2956.507998 = -690077.274574
  nChanged 12
		SP:Iteration 59Q (46751.860000 sec): 3 clusters
  Score: Raw -693036.839436 + Penalty 2956.507998 = -690080.331438
  nChanged 13
		SP:Iteration 60F (46752.050000 sec): 3 clusters
  Score: Raw -693040.211046 + Penalty 2956.507998 = -690083.703049
  nChanged 10
		SP:Iteration 61Q (46752.270000 sec): 3 clusters
  Score: Raw -693042.922930 + Penalty 2956.507998 = -690086.414933
  nChanged 6
		SP:Iteration 62Q (46752.470000 sec): 3 clusters
  Score: Raw -693044.493062 + Penalty 2956.507998 = -690087.985064
  nChanged 8
		SP:Iteration 63Q (46752.730000 sec): 3 clusters
  Score: Raw -693045.676218 + Penalty 2956.507998 = -690089.168221
  nChanged 7
		SP:Iteration 64Q (46752.870000 sec): 3 clusters
  Score: Raw -693047.714712 + Penalty 2956.507998 = -690091.206715
  nChanged 5
		SP:Iteration 65Q (46753.050000 sec): 3 clusters
  Score: Raw -693048.884497 + Penalty 2956.507998 = -690092.376499
  nChanged 4
		SP:Iteration 66Q (46753.270000 sec): 3 clusters
  Score: Raw -693049.843576 + Penalty 2956.507998 = -690093.335579
  nChanged 5
		SP:Iteration 67Q (46753.450000 sec): 3 clusters
  Score: Raw -693051.201074 + Penalty 2956.507998 = -690094.693077
  nChanged 6
		SP:Iteration 68Q (46753.640000 sec): 3 clusters
  Score: Raw -693052.578426 + Penalty 2956.507998 = -690096.070429
  nChanged 4
		SP:Iteration 69Q (46753.830000 sec): 3 clusters
  Score: Raw -693053.358466 + Penalty 2956.507998 = -690096.850468
  nChanged 3
		SP:Iteration 70Q (46754.070000 sec): 3 clusters
  Score: Raw -693054.027069 + Penalty 2956.507998 = -690097.519072
  nChanged 0
		SP:Iteration 71F (46754.320000 sec): 3 clusters
  Score: Raw -693054.027069 + Penalty 2956.507998 = -690097.519072
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (2182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46754.370000 sec): 2 clusters
  Score: Raw -167742.795466 + Penalty 1249.299540 = -166493.495926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46754.530000 sec): 3 clusters
  Score: Raw -166813.070060 + Penalty 2498.599079 = -164314.470981
  nChanged 765
		SP:Iteration 1F (46754.690000 sec): 3 clusters
  Score: Raw -167411.895949 + Penalty 2498.599079 = -164913.296870
  nChanged 210
		SP:Iteration 2F (46754.850000 sec): 3 clusters
  Score: Raw -167639.703033 + Penalty 2498.599079 = -165141.103954
  nChanged 137
		SP:Iteration 3F (46755.010000 sec): 3 clusters
  Score: Raw -167795.740857 + Penalty 2498.599079 = -165297.141778
  nChanged 110
		SP:Iteration 4F (46755.170000 sec): 3 clusters
  Score: Raw -167927.513393 + Penalty 2498.599079 = -165428.914314
  nChanged 108
		SP:Iteration 5Q (46755.330000 sec): 3 clusters
  Score: Raw -168034.231106 + Penalty 2498.599079 = -165535.632027
  nChanged 79
		SP:Iteration 6Q (46755.470000 sec): 3 clusters
  Score: Raw -168104.607373 + Penalty 2498.599079 = -165606.008294
  nChanged 60
		SP:Iteration 7Q (46755.630000 sec): 3 clusters
  Score: Raw -168160.581578 + Penalty 2498.599079 = -165661.982499
  nChanged 52
		SP:Iteration 8Q (46755.810000 sec): 3 clusters
  Score: Raw -168203.945487 + Penalty 2498.599079 = -165705.346408
  nChanged 36
		SP:Iteration 9Q (46755.980000 sec): 3 clusters
  Score: Raw -168227.755285 + Penalty 2498.599079 = -165729.156206
  nChanged 24
		SP:Iteration 10Q (46756.160000 sec): 3 clusters
  Score: Raw -168241.297122 + Penalty 2498.599079 = -165742.698043
  nChanged 14
		SP:Iteration 11Q (46756.330000 sec): 3 clusters
  Score: Raw -168246.938447 + Penalty 2498.599079 = -165748.339368
  nChanged 5
		SP:Iteration 12Q (46756.510000 sec): 3 clusters
  Score: Raw -168249.505656 + Penalty 2498.599079 = -165750.906577
  nChanged 8
		SP:Iteration 13Q (46756.690000 sec): 3 clusters
  Score: Raw -168254.467679 + Penalty 2498.599079 = -165755.868600
  nChanged 5
		SP:Iteration 14Q (46756.860000 sec): 3 clusters
  Score: Raw -168256.887316 + Penalty 2498.599079 = -165758.288237
  nChanged 5
		SP:Iteration 15Q (46757.040000 sec): 3 clusters
  Score: Raw -168258.953617 + Penalty 2498.599079 = -165760.354538
  nChanged 4
		SP:Iteration 16Q (46757.210000 sec): 3 clusters
  Score: Raw -168260.635316 + Penalty 2498.599079 = -165762.036237
  nChanged 2
		SP:Iteration 17Q (46757.390000 sec): 3 clusters
  Score: Raw -168261.534355 + Penalty 2498.599079 = -165762.935276
  nChanged 1
		SP:Iteration 18Q (46757.570000 sec): 3 clusters
  Score: Raw -168262.083180 + Penalty 2498.599079 = -165763.484101
  nChanged 3
		SP:Iteration 19Q (46757.740000 sec): 3 clusters
  Score: Raw -168263.616044 + Penalty 2498.599079 = -165765.016965
  nChanged 5
		SP:Iteration 20F (46757.920000 sec): 3 clusters
  Score: Raw -168265.713097 + Penalty 2498.599079 = -165767.114018
  nChanged 5
		SP:Iteration 21Q (46758.090000 sec): 3 clusters
  Score: Raw -168268.280711 + Penalty 2498.599079 = -165769.681632
  nChanged 6
		SP:Iteration 22Q (46758.270000 sec): 3 clusters
  Score: Raw -168271.363774 + Penalty 2498.599079 = -165772.764695
  nChanged 5
		SP:Iteration 23Q (46758.450000 sec): 3 clusters
  Score: Raw -168273.655760 + Penalty 2498.599079 = -165775.056681
  nChanged 4
		SP:Iteration 24Q (46758.620000 sec): 3 clusters
  Score: Raw -168274.617792 + Penalty 2498.599079 = -165776.018713
  nChanged 2
		SP:Iteration 25Q (46758.800000 sec): 3 clusters
  Score: Raw -168275.795223 + Penalty 2498.599079 = -165777.196144
  nChanged 4
		SP:Iteration 26Q (46758.970000 sec): 3 clusters
  Score: Raw -168278.573037 + Penalty 2498.599079 = -165779.973958
  nChanged 5
		SP:Iteration 27Q (46759.120000 sec): 3 clusters
  Score: Raw -168281.658264 + Penalty 2498.599079 = -165783.059185
  nChanged 6
		SP:Iteration 28Q (46759.160000 sec): 3 clusters
  Score: Raw -168285.940984 + Penalty 2498.599079 = -165787.341905
  nChanged 8
		SP:Iteration 29Q (46759.210000 sec): 3 clusters
  Score: Raw -168290.521975 + Penalty 2498.599079 = -165791.922896
  nChanged 4
		SP:Iteration 30Q (46759.250000 sec): 3 clusters
  Score: Raw -168294.308981 + Penalty 2498.599079 = -165795.709902
  nChanged 10
		SP:Iteration 31Q (46759.290000 sec): 3 clusters
  Score: Raw -168300.197059 + Penalty 2498.599079 = -165801.597980
  nChanged 8
		SP:Iteration 32Q (46759.330000 sec): 3 clusters
  Score: Raw -168304.461875 + Penalty 2498.599079 = -165805.862796
  nChanged 7
		SP:Iteration 33Q (46759.370000 sec): 3 clusters
  Score: Raw -168307.703357 + Penalty 2498.599079 = -165809.104278
  nChanged 5
		SP:Iteration 34Q (46759.420000 sec): 3 clusters
  Score: Raw -168309.791068 + Penalty 2498.599079 = -165811.191989
  nChanged 1
		SP:Iteration 35Q (46759.460000 sec): 3 clusters
  Score: Raw -168310.199298 + Penalty 2498.599079 = -165811.600219
  nChanged 1
		SP:Iteration 36Q (46759.500000 sec): 3 clusters
  Score: Raw -168310.388510 + Penalty 2498.599079 = -165811.789431
  nChanged 2
		SP:Iteration 37Q (46759.550000 sec): 3 clusters
  Score: Raw -168310.938158 + Penalty 2498.599079 = -165812.339079
  nChanged 1
		SP:Iteration 38Q (46759.590000 sec): 3 clusters
  Score: Raw -168311.301945 + Penalty 2498.599079 = -165812.702866
  nChanged 0
		SP:Iteration 39F (46759.630000 sec): 3 clusters
  Score: Raw -168311.301945 + Penalty 2498.599079 = -165812.702866
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (8035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46759.750000 sec): 2 clusters
  Score: Raw -690230.303740 + Penalty 1461.128870 = -688769.174870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46759.970000 sec): 3 clusters
  Score: Raw -685771.029482 + Penalty 2922.257740 = -682848.771741
  nChanged 3445
		SP:Iteration 1F (46760.170000 sec): 3 clusters
  Score: Raw -687824.488126 + Penalty 2922.257740 = -684902.230385
  nChanged 643
		SP:Iteration 2F (46760.380000 sec): 3 clusters
  Score: Raw -688317.947250 + Penalty 2922.257740 = -685395.689510
  nChanged 586
		SP:Iteration 3F (46760.580000 sec): 3 clusters
  Score: Raw -688734.600173 + Penalty 2922.257740 = -685812.342433
  nChanged 545
		SP:Iteration 4F (46760.770000 sec): 3 clusters
  Score: Raw -689131.935040 + Penalty 2922.257740 = -686209.677299
  nChanged 464
		SP:Iteration 5F (46760.970000 sec): 3 clusters
  Score: Raw -689446.556184 + Penalty 2922.257740 = -686524.298444
  nChanged 382
		SP:Iteration 6Q (46761.160000 sec): 3 clusters
  Score: Raw -689673.550895 + Penalty 2922.257740 = -686751.293154
  nChanged 331
		SP:Iteration 7Q (46761.360000 sec): 3 clusters
  Score: Raw -689846.252088 + Penalty 2922.257740 = -686923.994347
  nChanged 270
		SP:Iteration 8Q (46761.550000 sec): 3 clusters
  Score: Raw -689972.613067 + Penalty 2922.257740 = -687050.355327
  nChanged 201
		SP:Iteration 9Q (46761.750000 sec): 3 clusters
  Score: Raw -690062.749687 + Penalty 2922.257740 = -687140.491947
  nChanged 160
		SP:Iteration 10Q (46761.940000 sec): 3 clusters
  Score: Raw -690119.915515 + Penalty 2922.257740 = -687197.657775
  nChanged 116
		SP:Iteration 11Q (46762.140000 sec): 3 clusters
  Score: Raw -690156.927913 + Penalty 2922.257740 = -687234.670172
  nChanged 99
		SP:Iteration 12Q (46762.330000 sec): 3 clusters
  Score: Raw -690184.728170 + Penalty 2922.257740 = -687262.470430
  nChanged 86
		SP:Iteration 13Q (46762.530000 sec): 3 clusters
  Score: Raw -690208.944537 + Penalty 2922.257740 = -687286.686796
  nChanged 82
		SP:Iteration 14Q (46762.720000 sec): 3 clusters
  Score: Raw -690236.875997 + Penalty 2922.257740 = -687314.618257
  nChanged 73
		SP:Iteration 15Q (46762.920000 sec): 3 clusters
  Score: Raw -690260.479051 + Penalty 2922.257740 = -687338.221311
  nChanged 67
		SP:Iteration 16Q (46763.110000 sec): 3 clusters
  Score: Raw -690281.881100 + Penalty 2922.257740 = -687359.623360
  nChanged 68
		SP:Iteration 17Q (46763.310000 sec): 3 clusters
  Score: Raw -690299.545502 + Penalty 2922.257740 = -687377.287762
  nChanged 55
		SP:Iteration 18Q (46763.500000 sec): 3 clusters
  Score: Raw -690312.770401 + Penalty 2922.257740 = -687390.512661
  nChanged 47
		SP:Iteration 19Q (46763.710000 sec): 3 clusters
  Score: Raw -690324.784235 + Penalty 2922.257740 = -687402.526494
  nChanged 47
		SP:Iteration 20F (46763.900000 sec): 3 clusters
  Score: Raw -690334.339936 + Penalty 2922.257740 = -687412.082196
  nChanged 45
		SP:Iteration 21Q (46764.140000 sec): 3 clusters
  Score: Raw -690345.091216 + Penalty 2922.257740 = -687422.833475
  nChanged 45
		SP:Iteration 22Q (46764.340000 sec): 3 clusters
  Score: Raw -690355.666600 + Penalty 2922.257740 = -687433.408859
  nChanged 44
		SP:Iteration 23Q (46764.470000 sec): 3 clusters
  Score: Raw -690364.431921 + Penalty 2922.257740 = -687442.174180
  nChanged 44
		SP:Iteration 24Q (46764.660000 sec): 3 clusters
  Score: Raw -690374.124616 + Penalty 2922.257740 = -687451.866875
  nChanged 40
		SP:Iteration 25Q (46764.860000 sec): 3 clusters
  Score: Raw -690381.565021 + Penalty 2922.257740 = -687459.307280
  nChanged 35
		SP:Iteration 26Q (46765.050000 sec): 3 clusters
  Score: Raw -690386.927093 + Penalty 2922.257740 = -687464.669353
  nChanged 28
		SP:Iteration 27Q (46765.270000 sec): 3 clusters
  Score: Raw -690390.615576 + Penalty 2922.257740 = -687468.357836
  nChanged 24
		SP:Iteration 28Q (46765.450000 sec): 3 clusters
  Score: Raw -690393.836530 + Penalty 2922.257740 = -687471.578789
  nChanged 14
		SP:Iteration 29Q (46765.600000 sec): 3 clusters
  Score: Raw -690395.982447 + Penalty 2922.257740 = -687473.724706
  nChanged 17
		SP:Iteration 30Q (46765.750000 sec): 3 clusters
  Score: Raw -690398.595573 + Penalty 2922.257740 = -687476.337833
  nChanged 15
		SP:Iteration 31Q (46765.940000 sec): 3 clusters
  Score: Raw -690400.620549 + Penalty 2922.257740 = -687478.362809
  nChanged 18
		SP:Iteration 32Q (46766.140000 sec): 3 clusters
  Score: Raw -690403.791735 + Penalty 2922.257740 = -687481.533994
  nChanged 20
		SP:Iteration 33Q (46766.330000 sec): 3 clusters
  Score: Raw -690407.244430 + Penalty 2922.257740 = -687484.986689
  nChanged 23
		SP:Iteration 34Q (46766.530000 sec): 3 clusters
  Score: Raw -690409.963423 + Penalty 2922.257740 = -687487.705682
  nChanged 16
		SP:Iteration 35Q (46766.730000 sec): 3 clusters
  Score: Raw -690411.478405 + Penalty 2922.257740 = -687489.220665
  nChanged 14
		SP:Iteration 36Q (46766.920000 sec): 3 clusters
  Score: Raw -690413.315422 + Penalty 2922.257740 = -687491.057682
  nChanged 13
		SP:Iteration 37Q (46767.120000 sec): 3 clusters
  Score: Raw -690415.056886 + Penalty 2922.257740 = -687492.799145
  nChanged 13
		SP:Iteration 38Q (46767.320000 sec): 3 clusters
  Score: Raw -690416.168261 + Penalty 2922.257740 = -687493.910520
  nChanged 8
		SP:Iteration 39Q (46767.510000 sec): 3 clusters
  Score: Raw -690417.434815 + Penalty 2922.257740 = -687495.177075
  nChanged 7
		SP:Iteration 40F (46767.710000 sec): 3 clusters
  Score: Raw -690418.018596 + Penalty 2922.257740 = -687495.760856
  nChanged 2
		SP:Iteration 41Q (46767.910000 sec): 3 clusters
  Score: Raw -690418.191909 + Penalty 2922.257740 = -687495.934168
  nChanged 1
		SP:Iteration 42Q (46768.100000 sec): 3 clusters
  Score: Raw -690418.295081 + Penalty 2922.257740 = -687496.037341
  nChanged 0
		SP:Iteration 43F (46768.300000 sec): 3 clusters
  Score: Raw -690418.295081 + Penalty 2922.257740 = -687496.037341
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 72 (2779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46768.420000 sec): 2 clusters
  Score: Raw -237481.429541 + Penalty 1288.600045 = -236192.829496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46768.610000 sec): 3 clusters
  Score: Raw -236233.565625 + Penalty 2577.200090 = -233656.365536
  nChanged 1069
		SP:Iteration 1F (46768.780000 sec): 3 clusters
  Score: Raw -237055.851232 + Penalty 2577.200090 = -234478.651142
  nChanged 285
		SP:Iteration 2F (46768.960000 sec): 3 clusters
  Score: Raw -237332.149737 + Penalty 2577.200090 = -234754.949648
  nChanged 184
		SP:Iteration 3F (46769.090000 sec): 3 clusters
  Score: Raw -237491.831033 + Penalty 2577.200090 = -234914.630943
  nChanged 139
		SP:Iteration 4F (46769.150000 sec): 3 clusters
  Score: Raw -237619.229755 + Penalty 2577.200090 = -235042.029665
  nChanged 116
		SP:Iteration 5Q (46769.200000 sec): 3 clusters
  Score: Raw -237726.405870 + Penalty 2577.200090 = -235149.205781
  nChanged 106
		SP:Iteration 6Q (46769.250000 sec): 3 clusters
  Score: Raw -237821.110336 + Penalty 2577.200090 = -235243.910246
  nChanged 84
		SP:Iteration 7Q (46769.300000 sec): 3 clusters
  Score: Raw -237883.252487 + Penalty 2577.200090 = -235306.052398
  nChanged 54
		SP:Iteration 8Q (46769.360000 sec): 3 clusters
  Score: Raw -237917.266428 + Penalty 2577.200090 = -235340.066339
  nChanged 50
		SP:Iteration 9Q (46769.410000 sec): 3 clusters
  Score: Raw -237943.811864 + Penalty 2577.200090 = -235366.611774
  nChanged 37
		SP:Iteration 10Q (46769.460000 sec): 3 clusters
  Score: Raw -237965.354788 + Penalty 2577.200090 = -235388.154698
  nChanged 23
		SP:Iteration 11Q (46769.510000 sec): 3 clusters
  Score: Raw -237976.611950 + Penalty 2577.200090 = -235399.411861
  nChanged 18
		SP:Iteration 12Q (46769.560000 sec): 3 clusters
  Score: Raw -237984.718087 + Penalty 2577.200090 = -235407.517997
  nChanged 17
		SP:Iteration 13Q (46769.610000 sec): 3 clusters
  Score: Raw -237995.866834 + Penalty 2577.200090 = -235418.666744
  nChanged 25
		SP:Iteration 14Q (46769.660000 sec): 3 clusters
  Score: Raw -238005.530133 + Penalty 2577.200090 = -235428.330043
  nChanged 21
		SP:Iteration 15Q (46769.720000 sec): 3 clusters
  Score: Raw -238013.638443 + Penalty 2577.200090 = -235436.438353
  nChanged 13
		SP:Iteration 16Q (46769.770000 sec): 3 clusters
  Score: Raw -238018.413615 + Penalty 2577.200090 = -235441.213525
  nChanged 9
		SP:Iteration 17Q (46769.820000 sec): 3 clusters
  Score: Raw -238020.878175 + Penalty 2577.200090 = -235443.678086
  nChanged 4
		SP:Iteration 18Q (46769.870000 sec): 3 clusters
  Score: Raw -238022.181635 + Penalty 2577.200090 = -235444.981546
  nChanged 3
		SP:Iteration 19Q (46769.920000 sec): 3 clusters
  Score: Raw -238023.429514 + Penalty 2577.200090 = -235446.229424
  nChanged 3
		SP:Iteration 20F (46769.970000 sec): 3 clusters
  Score: Raw -238024.611067 + Penalty 2577.200090 = -235447.410978
  nChanged 5
		SP:Iteration 21Q (46770.020000 sec): 3 clusters
  Score: Raw -238026.160905 + Penalty 2577.200090 = -235448.960816
  nChanged 7
		SP:Iteration 22Q (46770.080000 sec): 3 clusters
  Score: Raw -238029.133762 + Penalty 2577.200090 = -235451.933672
  nChanged 6
		SP:Iteration 23Q (46770.130000 sec): 3 clusters
  Score: Raw -238031.432973 + Penalty 2577.200090 = -235454.232883
  nChanged 8
		SP:Iteration 24Q (46770.180000 sec): 3 clusters
  Score: Raw -238034.903427 + Penalty 2577.200090 = -235457.703337
  nChanged 11
		SP:Iteration 25Q (46770.230000 sec): 3 clusters
  Score: Raw -238041.217767 + Penalty 2577.200090 = -235464.017678
  nChanged 15
		SP:Iteration 26Q (46770.280000 sec): 3 clusters
  Score: Raw -238047.349770 + Penalty 2577.200090 = -235470.149681
  nChanged 9
		SP:Iteration 27Q (46770.330000 sec): 3 clusters
  Score: Raw -238053.111534 + Penalty 2577.200090 = -235475.911444
  nChanged 12
		SP:Iteration 28Q (46770.380000 sec): 3 clusters
  Score: Raw -238057.999228 + Penalty 2577.200090 = -235480.799138
  nChanged 7
		SP:Iteration 29Q (46770.440000 sec): 3 clusters
  Score: Raw -238061.376884 + Penalty 2577.200090 = -235484.176794
  nChanged 6
		SP:Iteration 30Q (46770.490000 sec): 3 clusters
  Score: Raw -238063.204131 + Penalty 2577.200090 = -235486.004041
  nChanged 4
		SP:Iteration 31Q (46770.540000 sec): 3 clusters
  Score: Raw -238064.291151 + Penalty 2577.200090 = -235487.091061
  nChanged 1
		SP:Iteration 32Q (46770.590000 sec): 3 clusters
  Score: Raw -238064.423046 + Penalty 2577.200090 = -235487.222957
  nChanged 1
		SP:Iteration 33Q (46770.640000 sec): 3 clusters
  Score: Raw -238064.493254 + Penalty 2577.200090 = -235487.293164
  nChanged 0
		SP:Iteration 34F (46770.690000 sec): 3 clusters
  Score: Raw -238064.493254 + Penalty 2577.200090 = -235487.293164
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 73 (4907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46770.780000 sec): 2 clusters
  Score: Raw -377807.885732 + Penalty 1380.992931 = -376426.892801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46770.870000 sec): 3 clusters
  Score: Raw -375252.940264 + Penalty 2761.985862 = -372490.954403
  nChanged 1992
		SP:Iteration 1F (46770.960000 sec): 3 clusters
  Score: Raw -376480.055439 + Penalty 2761.985862 = -373718.069577
  nChanged 469
		SP:Iteration 2F (46771.060000 sec): 3 clusters
  Score: Raw -376861.236866 + Penalty 2761.985862 = -374099.251004
  nChanged 383
		SP:Iteration 3F (46771.280000 sec): 3 clusters
  Score: Raw -377170.667153 + Penalty 2761.985862 = -374408.681292
  nChanged 313
		SP:Iteration 4F (46771.470000 sec): 3 clusters
  Score: Raw -377433.802580 + Penalty 2761.985862 = -374671.816718
  nChanged 291
		SP:Iteration 5F (46771.650000 sec): 3 clusters
  Score: Raw -377683.411871 + Penalty 2761.985862 = -374921.426010
  nChanged 213
		SP:Iteration 6Q (46771.830000 sec): 3 clusters
  Score: Raw -377852.060602 + Penalty 2761.985862 = -375090.074740
  nChanged 176
		SP:Iteration 7Q (46772.020000 sec): 3 clusters
  Score: Raw -377976.773915 + Penalty 2761.985862 = -375214.788053
  nChanged 149
		SP:Iteration 8Q (46772.190000 sec): 3 clusters
  Score: Raw -378063.938569 + Penalty 2761.985862 = -375301.952707
  nChanged 110
		SP:Iteration 9Q (46772.340000 sec): 3 clusters
  Score: Raw -378127.250810 + Penalty 2761.985862 = -375365.264949
  nChanged 76
		SP:Iteration 10Q (46772.510000 sec): 3 clusters
  Score: Raw -378171.378445 + Penalty 2761.985862 = -375409.392583
  nChanged 63
		SP:Iteration 11Q (46772.690000 sec): 3 clusters
  Score: Raw -378206.975511 + Penalty 2761.985862 = -375444.989649
  nChanged 59
		SP:Iteration 12Q (46772.880000 sec): 3 clusters
  Score: Raw -378238.814878 + Penalty 2761.985862 = -375476.829016
  nChanged 60
		SP:Iteration 13Q (46773.060000 sec): 3 clusters
  Score: Raw -378266.348745 + Penalty 2761.985862 = -375504.362883
  nChanged 56
		SP:Iteration 14Q (46773.240000 sec): 3 clusters
  Score: Raw -378296.134462 + Penalty 2761.985862 = -375534.148601
  nChanged 56
		SP:Iteration 15Q (46773.410000 sec): 3 clusters
  Score: Raw -378323.694090 + Penalty 2761.985862 = -375561.708228
  nChanged 43
		SP:Iteration 16Q (46773.590000 sec): 3 clusters
  Score: Raw -378342.167474 + Penalty 2761.985862 = -375580.181612
  nChanged 33
		SP:Iteration 17Q (46773.760000 sec): 3 clusters
  Score: Raw -378354.642285 + Penalty 2761.985862 = -375592.656424
  nChanged 25
		SP:Iteration 18Q (46773.940000 sec): 3 clusters
  Score: Raw -378365.573525 + Penalty 2761.985862 = -375603.587664
  nChanged 26
		SP:Iteration 19Q (46774.110000 sec): 3 clusters
  Score: Raw -378375.721990 + Penalty 2761.985862 = -375613.736128
  nChanged 21
		SP:Iteration 20F (46774.290000 sec): 3 clusters
  Score: Raw -378381.820476 + Penalty 2761.985862 = -375619.834614
  nChanged 15
		SP:Iteration 21Q (46774.470000 sec): 3 clusters
  Score: Raw -378388.065710 + Penalty 2761.985862 = -375626.079848
  nChanged 16
		SP:Iteration 22Q (46774.640000 sec): 3 clusters
  Score: Raw -378392.366162 + Penalty 2761.985862 = -375630.380301
  nChanged 15
		SP:Iteration 23Q (46774.810000 sec): 3 clusters
  Score: Raw -378397.041406 + Penalty 2761.985862 = -375635.055544
  nChanged 19
		SP:Iteration 24Q (46774.990000 sec): 3 clusters
  Score: Raw -378402.695974 + Penalty 2761.985862 = -375640.710112
  nChanged 24
		SP:Iteration 25Q (46775.160000 sec): 3 clusters
  Score: Raw -378410.487521 + Penalty 2761.985862 = -375648.501659
  nChanged 19
		SP:Iteration 26Q (46775.340000 sec): 3 clusters
  Score: Raw -378416.183277 + Penalty 2761.985862 = -375654.197415
  nChanged 16
		SP:Iteration 27Q (46775.510000 sec): 3 clusters
  Score: Raw -378422.468927 + Penalty 2761.985862 = -375660.483065
  nChanged 24
		SP:Iteration 28Q (46775.690000 sec): 3 clusters
  Score: Raw -378430.315066 + Penalty 2761.985862 = -375668.329204
  nChanged 22
		SP:Iteration 29Q (46775.910000 sec): 3 clusters
  Score: Raw -378436.881669 + Penalty 2761.985862 = -375674.895807
  nChanged 13
		SP:Iteration 30Q (46776.090000 sec): 3 clusters
  Score: Raw -378441.204210 + Penalty 2761.985862 = -375679.218348
  nChanged 13
		SP:Iteration 31Q (46776.260000 sec): 3 clusters
  Score: Raw -378446.596573 + Penalty 2761.985862 = -375684.610711
  nChanged 21
		SP:Iteration 32Q (46776.450000 sec): 3 clusters
  Score: Raw -378452.364788 + Penalty 2761.985862 = -375690.378927
  nChanged 17
		SP:Iteration 33Q (46776.630000 sec): 3 clusters
  Score: Raw -378455.792228 + Penalty 2761.985862 = -375693.806366
  nChanged 8
		SP:Iteration 34Q (46776.810000 sec): 3 clusters
  Score: Raw -378457.328538 + Penalty 2761.985862 = -375695.342676
  nChanged 10
		SP:Iteration 35Q (46776.990000 sec): 3 clusters
  Score: Raw -378459.507706 + Penalty 2761.985862 = -375697.521845
  nChanged 14
		SP:Iteration 36Q (46777.170000 sec): 3 clusters
  Score: Raw -378463.653090 + Penalty 2761.985862 = -375701.667228
  nChanged 14
		SP:Iteration 37Q (46777.350000 sec): 3 clusters
  Score: Raw -378467.285144 + Penalty 2761.985862 = -375705.299283
  nChanged 16
		SP:Iteration 38Q (46777.480000 sec): 3 clusters
  Score: Raw -378473.319527 + Penalty 2761.985862 = -375711.333665
  nChanged 13
		SP:Iteration 39Q (46777.670000 sec): 3 clusters
  Score: Raw -378477.205048 + Penalty 2761.985862 = -375715.219186
  nChanged 17
		SP:Iteration 40F (46777.850000 sec): 3 clusters
  Score: Raw -378482.776490 + Penalty 2761.985862 = -375720.790628
  nChanged 24
		SP:Iteration 41Q (46778.020000 sec): 3 clusters
  Score: Raw -378490.662813 + Penalty 2761.985862 = -375728.676951
  nChanged 26
		SP:Iteration 42Q (46778.200000 sec): 3 clusters
  Score: Raw -378500.917068 + Penalty 2761.985862 = -375738.931206
  nChanged 29
		SP:Iteration 43Q (46778.370000 sec): 3 clusters
  Score: Raw -378511.000816 + Penalty 2761.985862 = -375749.014954
  nChanged 27
		SP:Iteration 44Q (46778.550000 sec): 3 clusters
  Score: Raw -378521.835117 + Penalty 2761.985862 = -375759.849255
  nChanged 23
		SP:Iteration 45Q (46778.720000 sec): 3 clusters
  Score: Raw -378527.384831 + Penalty 2761.985862 = -375765.398970
  nChanged 15
		SP:Iteration 46Q (46778.900000 sec): 3 clusters
  Score: Raw -378532.197866 + Penalty 2761.985862 = -375770.212005
  nChanged 11
		SP:Iteration 47Q (46779.070000 sec): 3 clusters
  Score: Raw -378536.255949 + Penalty 2761.985862 = -375774.270087
  nChanged 16
		SP:Iteration 48Q (46779.250000 sec): 3 clusters
  Score: Raw -378541.388898 + Penalty 2761.985862 = -375779.403036
  nChanged 12
		SP:Iteration 49Q (46779.430000 sec): 3 clusters
  Score: Raw -378544.013939 + Penalty 2761.985862 = -375782.028077
  nChanged 8
		SP:Iteration 50Q (46779.600000 sec): 3 clusters
  Score: Raw -378545.343440 + Penalty 2761.985862 = -375783.357579
  nChanged 1
		SP:Iteration 51Q (46779.780000 sec): 3 clusters
  Score: Raw -378545.388640 + Penalty 2761.985862 = -375783.402778
  nChanged 0
		SP:Iteration 52F (46779.950000 sec): 3 clusters
  Score: Raw -378545.388640 + Penalty 2761.985862 = -375783.402778
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 74 (7479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46780.080000 sec): 2 clusters
  Score: Raw -720054.234366 + Penalty 1449.476335 = -718604.758030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46780.300000 sec): 3 clusters
  Score: Raw -715982.585725 + Penalty 2898.952671 = -713083.633054
  nChanged 3137
		SP:Iteration 1F (46780.490000 sec): 3 clusters
  Score: Raw -717796.610882 + Penalty 2898.952671 = -714897.658211
  nChanged 664
		SP:Iteration 2F (46780.690000 sec): 3 clusters
  Score: Raw -718359.759566 + Penalty 2898.952671 = -715460.806895
  nChanged 720
		SP:Iteration 3F (46780.890000 sec): 3 clusters
  Score: Raw -719019.274710 + Penalty 2898.952671 = -716120.322039
  nChanged 604
		SP:Iteration 4F (46781.090000 sec): 3 clusters
  Score: Raw -719484.637895 + Penalty 2898.952671 = -716585.685224
  nChanged 415
		SP:Iteration 5F (46781.290000 sec): 3 clusters
  Score: Raw -719730.916469 + Penalty 2898.952671 = -716831.963798
  nChanged 317
		SP:Iteration 6Q (46781.490000 sec): 3 clusters
  Score: Raw -719891.966186 + Penalty 2898.952671 = -716993.013515
  nChanged 219
		SP:Iteration 7Q (46781.690000 sec): 3 clusters
  Score: Raw -719989.529515 + Penalty 2898.952671 = -717090.576844
  nChanged 162
		SP:Iteration 8Q (46781.890000 sec): 3 clusters
  Score: Raw -720052.716003 + Penalty 2898.952671 = -717153.763332
  nChanged 120
		SP:Iteration 9Q (46782.090000 sec): 3 clusters
  Score: Raw -720097.611421 + Penalty 2898.952671 = -717198.658750
  nChanged 84
		SP:Iteration 10Q (46782.300000 sec): 3 clusters
  Score: Raw -720125.167482 + Penalty 2898.952671 = -717226.214811
  nChanged 66
		SP:Iteration 11Q (46782.500000 sec): 3 clusters
  Score: Raw -720142.577955 + Penalty 2898.952671 = -717243.625284
  nChanged 57
		SP:Iteration 12Q (46782.700000 sec): 3 clusters
  Score: Raw -720158.031564 + Penalty 2898.952671 = -717259.078893
  nChanged 45
		SP:Iteration 13Q (46782.850000 sec): 3 clusters
  Score: Raw -720171.707986 + Penalty 2898.952671 = -717272.755315
  nChanged 47
		SP:Iteration 14Q (46783.010000 sec): 3 clusters
  Score: Raw -720184.449778 + Penalty 2898.952671 = -717285.497107
  nChanged 56
		SP:Iteration 15Q (46783.130000 sec): 3 clusters
  Score: Raw -720199.007899 + Penalty 2898.952671 = -717300.055228
  nChanged 45
		SP:Iteration 16Q (46783.250000 sec): 3 clusters
  Score: Raw -720212.822577 + Penalty 2898.952671 = -717313.869906
  nChanged 45
		SP:Iteration 17Q (46783.370000 sec): 3 clusters
  Score: Raw -720225.345784 + Penalty 2898.952671 = -717326.393113
  nChanged 44
		SP:Iteration 18Q (46783.560000 sec): 3 clusters
  Score: Raw -720237.995447 + Penalty 2898.952671 = -717339.042776
  nChanged 51
		SP:Iteration 19Q (46783.750000 sec): 3 clusters
  Score: Raw -720253.982320 + Penalty 2898.952671 = -717355.029649
  nChanged 69
		SP:Iteration 20F (46783.950000 sec): 3 clusters
  Score: Raw -720273.001439 + Penalty 2898.952671 = -717374.048768
  nChanged 54
		SP:Iteration 21Q (46784.070000 sec): 3 clusters
  Score: Raw -720288.318173 + Penalty 2898.952671 = -717389.365502
  nChanged 47
		SP:Iteration 22Q (46784.290000 sec): 3 clusters
  Score: Raw -720303.165587 + Penalty 2898.952671 = -717404.212916
  nChanged 59
		SP:Iteration 23Q (46784.490000 sec): 3 clusters
  Score: Raw -720320.924641 + Penalty 2898.952671 = -717421.971970
  nChanged 61
		SP:Iteration 24Q (46784.700000 sec): 3 clusters
  Score: Raw -720336.995462 + Penalty 2898.952671 = -717438.042792
  nChanged 56
		SP:Iteration 25Q (46784.910000 sec): 3 clusters
  Score: Raw -720355.215135 + Penalty 2898.952671 = -717456.262464
  nChanged 59
		SP:Iteration 26Q (46785.110000 sec): 3 clusters
  Score: Raw -720371.100875 + Penalty 2898.952671 = -717472.148204
  nChanged 66
		SP:Iteration 27Q (46785.320000 sec): 3 clusters
  Score: Raw -720388.130970 + Penalty 2898.952671 = -717489.178299
  nChanged 64
		SP:Iteration 28Q (46785.510000 sec): 3 clusters
  Score: Raw -720404.095828 + Penalty 2898.952671 = -717505.143157
  nChanged 60
		SP:Iteration 29Q (46785.710000 sec): 3 clusters
  Score: Raw -720419.335638 + Penalty 2898.952671 = -717520.382967
  nChanged 64
		SP:Iteration 30Q (46785.910000 sec): 3 clusters
  Score: Raw -720438.472113 + Penalty 2898.952671 = -717539.519442
  nChanged 70
		SP:Iteration 31Q (46786.160000 sec): 3 clusters
  Score: Raw -720462.380444 + Penalty 2898.952671 = -717563.427773
  nChanged 82
		SP:Iteration 32Q (46786.270000 sec): 3 clusters
  Score: Raw -720491.340329 + Penalty 2898.952671 = -717592.387658
  nChanged 79
		SP:Iteration 33Q (46786.390000 sec): 3 clusters
  Score: Raw -720523.348210 + Penalty 2898.952671 = -717624.395539
  nChanged 83
		SP:Iteration 34Q (46786.510000 sec): 3 clusters
  Score: Raw -720559.918553 + Penalty 2898.952671 = -717660.965882
  nChanged 106
		SP:Iteration 35Q (46786.630000 sec): 3 clusters
  Score: Raw -720609.664149 + Penalty 2898.952671 = -717710.711478
  nChanged 104
		SP:Iteration 36Q (46786.810000 sec): 3 clusters
  Score: Raw -720661.592708 + Penalty 2898.952671 = -717762.640037
  nChanged 121
		SP:Iteration 37Q (46786.930000 sec): 3 clusters
  Score: Raw -720720.200149 + Penalty 2898.952671 = -717821.247478
  nChanged 136
		SP:Iteration 38Q (46787.120000 sec): 3 clusters
  Score: Raw -720788.038535 + Penalty 2898.952671 = -717889.085864
  nChanged 143
		SP:Iteration 39Q (46787.240000 sec): 3 clusters
  Score: Raw -720855.497676 + Penalty 2898.952671 = -717956.545006
  nChanged 126
		SP:Iteration 40F (46787.350000 sec): 3 clusters
  Score: Raw -720904.146853 + Penalty 2898.952671 = -718005.194182
  nChanged 119
		SP:Iteration 41Q (46787.470000 sec): 3 clusters
  Score: Raw -720943.226068 + Penalty 2898.952671 = -718044.273397
  nChanged 96
		SP:Iteration 42Q (46787.590000 sec): 3 clusters
  Score: Raw -720976.396224 + Penalty 2898.952671 = -718077.443553
  nChanged 90
		SP:Iteration 43Q (46787.790000 sec): 3 clusters
  Score: Raw -721008.896958 + Penalty 2898.952671 = -718109.944287
  nChanged 72
		SP:Iteration 44Q (46787.990000 sec): 3 clusters
  Score: Raw -721035.638927 + Penalty 2898.952671 = -718136.686256
  nChanged 71
		SP:Iteration 45Q (46788.190000 sec): 3 clusters
  Score: Raw -721060.626872 + Penalty 2898.952671 = -718161.674201
  nChanged 63
		SP:Iteration 46Q (46788.400000 sec): 3 clusters
  Score: Raw -721078.216651 + Penalty 2898.952671 = -718179.263980
  nChanged 58
		SP:Iteration 47Q (46788.600000 sec): 3 clusters
  Score: Raw -721096.418573 + Penalty 2898.952671 = -718197.465902
  nChanged 59
		SP:Iteration 48Q (46788.810000 sec): 3 clusters
  Score: Raw -721115.255346 + Penalty 2898.952671 = -718216.302675
  nChanged 49
		SP:Iteration 49Q (46789.010000 sec): 3 clusters
  Score: Raw -721131.946059 + Penalty 2898.952671 = -718232.993388
  nChanged 46
		SP:Iteration 50Q (46789.210000 sec): 3 clusters
  Score: Raw -721144.528533 + Penalty 2898.952671 = -718245.575862
  nChanged 35
		SP:Iteration 51Q (46789.420000 sec): 3 clusters
  Score: Raw -721153.733228 + Penalty 2898.952671 = -718254.780557
  nChanged 37
		SP:Iteration 52Q (46789.620000 sec): 3 clusters
  Score: Raw -721162.694705 + Penalty 2898.952671 = -718263.742034
  nChanged 34
		SP:Iteration 53Q (46789.860000 sec): 3 clusters
  Score: Raw -721171.613536 + Penalty 2898.952671 = -718272.660865
  nChanged 26
		SP:Iteration 54Q (46790.060000 sec): 3 clusters
  Score: Raw -721176.777057 + Penalty 2898.952671 = -718277.824386
  nChanged 21
		SP:Iteration 55Q (46790.270000 sec): 3 clusters
  Score: Raw -721182.421557 + Penalty 2898.952671 = -718283.468886
  nChanged 23
		SP:Iteration 56Q (46790.460000 sec): 3 clusters
  Score: Raw -721189.136320 + Penalty 2898.952671 = -718290.183649
  nChanged 23
		SP:Iteration 57Q (46790.660000 sec): 3 clusters
  Score: Raw -721194.071931 + Penalty 2898.952671 = -718295.119260
  nChanged 19
		SP:Iteration 58Q (46790.860000 sec): 3 clusters
  Score: Raw -721199.205989 + Penalty 2898.952671 = -718300.253318
  nChanged 21
		SP:Iteration 59Q (46791.060000 sec): 3 clusters
  Score: Raw -721204.212365 + Penalty 2898.952671 = -718305.259694
  nChanged 20
		SP:Iteration 60F (46791.260000 sec): 3 clusters
  Score: Raw -721209.297213 + Penalty 2898.952671 = -718310.344542
  nChanged 17
		SP:Iteration 61Q (46791.460000 sec): 3 clusters
  Score: Raw -721213.336589 + Penalty 2898.952671 = -718314.383918
  nChanged 12
		SP:Iteration 62Q (46791.660000 sec): 3 clusters
  Score: Raw -721216.058116 + Penalty 2898.952671 = -718317.105445
  nChanged 9
		SP:Iteration 63Q (46791.860000 sec): 3 clusters
  Score: Raw -721217.648835 + Penalty 2898.952671 = -718318.696164
  nChanged 10
		SP:Iteration 64Q (46792.060000 sec): 3 clusters
  Score: Raw -721219.750424 + Penalty 2898.952671 = -718320.797753
  nChanged 9
		SP:Iteration 65Q (46792.260000 sec): 3 clusters
  Score: Raw -721221.564186 + Penalty 2898.952671 = -718322.611515
  nChanged 8
		SP:Iteration 66Q (46792.460000 sec): 3 clusters
  Score: Raw -721223.162917 + Penalty 2898.952671 = -718324.210246
  nChanged 5
		SP:Iteration 67Q (46792.660000 sec): 3 clusters
  Score: Raw -721224.239775 + Penalty 2898.952671 = -718325.287104
  nChanged 4
		SP:Iteration 68Q (46792.860000 sec): 3 clusters
  Score: Raw -721224.947760 + Penalty 2898.952671 = -718325.995089
  nChanged 4
		SP:Iteration 69Q (46793.060000 sec): 3 clusters
  Score: Raw -721225.549824 + Penalty 2898.952671 = -718326.597153
  nChanged 2
		SP:Iteration 70Q (46793.260000 sec): 3 clusters
  Score: Raw -721225.889355 + Penalty 2898.952671 = -718326.936684
  nChanged 0
		SP:Iteration 71F (46793.460000 sec): 3 clusters
  Score: Raw -721225.889355 + Penalty 2898.952671 = -718326.936684
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 75 (3222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46793.540000 sec): 2 clusters
  Score: Raw -266667.711461 + Penalty 1312.635604 = -265355.075857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46793.720000 sec): 3 clusters
  Score: Raw -265133.630102 + Penalty 2625.271208 = -262508.358893
  nChanged 1243
		SP:Iteration 1F (46793.900000 sec): 3 clusters
  Score: Raw -265908.551374 + Penalty 2625.271208 = -263283.280166
  nChanged 257
		SP:Iteration 2F (46794.070000 sec): 3 clusters
  Score: Raw -266098.871641 + Penalty 2625.271208 = -263473.600432
  nChanged 191
		SP:Iteration 3F (46794.250000 sec): 3 clusters
  Score: Raw -266244.911575 + Penalty 2625.271208 = -263619.640367
  nChanged 186
		SP:Iteration 4F (46794.420000 sec): 3 clusters
  Score: Raw -266364.889645 + Penalty 2625.271208 = -263739.618437
  nChanged 144
		SP:Iteration 5Q (46794.600000 sec): 3 clusters
  Score: Raw -266458.549724 + Penalty 2625.271208 = -263833.278516
  nChanged 124
		SP:Iteration 6Q (46794.780000 sec): 3 clusters
  Score: Raw -266534.066563 + Penalty 2625.271208 = -263908.795355
  nChanged 103
		SP:Iteration 7Q (46794.950000 sec): 3 clusters
  Score: Raw -266595.164831 + Penalty 2625.271208 = -263969.893623
  nChanged 85
		SP:Iteration 8Q (46795.130000 sec): 3 clusters
  Score: Raw -266646.821451 + Penalty 2625.271208 = -264021.550242
  nChanged 66
		SP:Iteration 9Q (46795.300000 sec): 3 clusters
  Score: Raw -266683.040323 + Penalty 2625.271208 = -264057.769115
  nChanged 47
		SP:Iteration 10Q (46795.480000 sec): 3 clusters
  Score: Raw -266709.418095 + Penalty 2625.271208 = -264084.146887
  nChanged 48
		SP:Iteration 11Q (46795.660000 sec): 3 clusters
  Score: Raw -266733.426737 + Penalty 2625.271208 = -264108.155528
  nChanged 36
		SP:Iteration 12Q (46795.830000 sec): 3 clusters
  Score: Raw -266749.366271 + Penalty 2625.271208 = -264124.095063
  nChanged 34
		SP:Iteration 13Q (46796.010000 sec): 3 clusters
  Score: Raw -266769.121553 + Penalty 2625.271208 = -264143.850345
  nChanged 37
		SP:Iteration 14Q (46796.180000 sec): 3 clusters
  Score: Raw -266788.434675 + Penalty 2625.271208 = -264163.163467
  nChanged 40
		SP:Iteration 15Q (46796.360000 sec): 3 clusters
  Score: Raw -266812.829048 + Penalty 2625.271208 = -264187.557840
  nChanged 28
		SP:Iteration 16Q (46796.530000 sec): 3 clusters
  Score: Raw -266826.402460 + Penalty 2625.271208 = -264201.131252
  nChanged 30
		SP:Iteration 17Q (46796.710000 sec): 3 clusters
  Score: Raw -266839.700694 + Penalty 2625.271208 = -264214.429486
  nChanged 32
		SP:Iteration 18Q (46796.880000 sec): 3 clusters
  Score: Raw -266854.300658 + Penalty 2625.271208 = -264229.029450
  nChanged 34
		SP:Iteration 19Q (46797.060000 sec): 3 clusters
  Score: Raw -266870.043318 + Penalty 2625.271208 = -264244.772110
  nChanged 17
		SP:Iteration 20F (46797.240000 sec): 3 clusters
  Score: Raw -266876.494295 + Penalty 2625.271208 = -264251.223087
  nChanged 14
		SP:Iteration 21Q (46797.410000 sec): 3 clusters
  Score: Raw -266881.118091 + Penalty 2625.271208 = -264255.846883
  nChanged 10
		SP:Iteration 22Q (46797.590000 sec): 3 clusters
  Score: Raw -266884.365881 + Penalty 2625.271208 = -264259.094673
  nChanged 10
		SP:Iteration 23Q (46797.760000 sec): 3 clusters
  Score: Raw -266887.866818 + Penalty 2625.271208 = -264262.595610
  nChanged 7
		SP:Iteration 24Q (46797.940000 sec): 3 clusters
  Score: Raw -266889.849025 + Penalty 2625.271208 = -264264.577817
  nChanged 7
		SP:Iteration 25Q (46798.120000 sec): 3 clusters
  Score: Raw -266891.557816 + Penalty 2625.271208 = -264266.286608
  nChanged 5
		SP:Iteration 26Q (46798.290000 sec): 3 clusters
  Score: Raw -266893.129694 + Penalty 2625.271208 = -264267.858486
  nChanged 5
		SP:Iteration 27Q (46798.470000 sec): 3 clusters
  Score: Raw -266894.379868 + Penalty 2625.271208 = -264269.108659
  nChanged 4
		SP:Iteration 28Q (46798.640000 sec): 3 clusters
  Score: Raw -266896.412671 + Penalty 2625.271208 = -264271.141463
  nChanged 6
		SP:Iteration 29Q (46798.820000 sec): 3 clusters
  Score: Raw -266898.280136 + Penalty 2625.271208 = -264273.008927
  nChanged 6
		SP:Iteration 30Q (46799.000000 sec): 3 clusters
  Score: Raw -266900.125470 + Penalty 2625.271208 = -264274.854262
  nChanged 6
		SP:Iteration 31Q (46799.170000 sec): 3 clusters
  Score: Raw -266902.126277 + Penalty 2625.271208 = -264276.855069
  nChanged 6
		SP:Iteration 32Q (46799.350000 sec): 3 clusters
  Score: Raw -266903.822508 + Penalty 2625.271208 = -264278.551300
  nChanged 2
		SP:Iteration 33Q (46799.520000 sec): 3 clusters
  Score: Raw -266904.602956 + Penalty 2625.271208 = -264279.331748
  nChanged 3
		SP:Iteration 34Q (46799.700000 sec): 3 clusters
  Score: Raw -266905.617194 + Penalty 2625.271208 = -264280.345986
  nChanged 3
		SP:Iteration 35Q (46799.880000 sec): 3 clusters
  Score: Raw -266906.468731 + Penalty 2625.271208 = -264281.197523
  nChanged 3
		SP:Iteration 36Q (46800.050000 sec): 3 clusters
  Score: Raw -266907.453034 + Penalty 2625.271208 = -264282.181826
  nChanged 1
		SP:Iteration 37Q (46800.230000 sec): 3 clusters
  Score: Raw -266907.666347 + Penalty 2625.271208 = -264282.395139
  nChanged 1
		SP:Iteration 38Q (46800.400000 sec): 3 clusters
  Score: Raw -266908.306240 + Penalty 2625.271208 = -264283.035032
  nChanged 2
		SP:Iteration 39Q (46800.580000 sec): 3 clusters
  Score: Raw -266908.882468 + Penalty 2625.271208 = -264283.611259
  nChanged 2
		SP:Iteration 40F (46800.760000 sec): 3 clusters
  Score: Raw -266909.632081 + Penalty 2625.271208 = -264284.360873
  nChanged 2
		SP:Iteration 41Q (46800.930000 sec): 3 clusters
  Score: Raw -266910.613338 + Penalty 2625.271208 = -264285.342130
  nChanged 2
		SP:Iteration 42Q (46801.110000 sec): 3 clusters
  Score: Raw -266911.672629 + Penalty 2625.271208 = -264286.401421
  nChanged 5
		SP:Iteration 43Q (46801.280000 sec): 3 clusters
  Score: Raw -266913.997395 + Penalty 2625.271208 = -264288.726187
  nChanged 4
		SP:Iteration 44Q (46801.460000 sec): 3 clusters
  Score: Raw -266914.812348 + Penalty 2625.271208 = -264289.541140
  nChanged 2
		SP:Iteration 45Q (46801.630000 sec): 3 clusters
  Score: Raw -266915.742795 + Penalty 2625.271208 = -264290.471587
  nChanged 4
		SP:Iteration 46Q (46801.810000 sec): 3 clusters
  Score: Raw -266917.976769 + Penalty 2625.271208 = -264292.705561
  nChanged 4
		SP:Iteration 47Q (46801.980000 sec): 3 clusters
  Score: Raw -266920.050996 + Penalty 2625.271208 = -264294.779788
  nChanged 6
		SP:Iteration 48Q (46802.160000 sec): 3 clusters
  Score: Raw -266922.459341 + Penalty 2625.271208 = -264297.188133
  nChanged 2
		SP:Iteration 49Q (46802.340000 sec): 3 clusters
  Score: Raw -266922.952022 + Penalty 2625.271208 = -264297.680814
  nChanged 1
		SP:Iteration 50Q (46802.510000 sec): 3 clusters
  Score: Raw -266923.107524 + Penalty 2625.271208 = -264297.836316
  nChanged 1
		SP:Iteration 51Q (46802.690000 sec): 3 clusters
  Score: Raw -266923.359159 + Penalty 2625.271208 = -264298.087950
  nChanged 0
		SP:Iteration 52F (46802.860000 sec): 3 clusters
  Score: Raw -266923.359159 + Penalty 2625.271208 = -264298.087950
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 76 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46802.940000 sec): 2 clusters
  Score: Raw -169988.254962 + Penalty 1236.763578 = -168751.491384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46803.120000 sec): 3 clusters
  Score: Raw -169191.214040 + Penalty 2473.527157 = -166717.686883
  nChanged 693
		SP:Iteration 1F (46803.290000 sec): 3 clusters
  Score: Raw -169784.487579 + Penalty 2473.527157 = -167310.960422
  nChanged 206
		SP:Iteration 2F (46803.470000 sec): 3 clusters
  Score: Raw -169987.913798 + Penalty 2473.527157 = -167514.386641
  nChanged 128
		SP:Iteration 3F (46803.640000 sec): 3 clusters
  Score: Raw -170128.817355 + Penalty 2473.527157 = -167655.290198
  nChanged 86
		SP:Iteration 4Q (46803.820000 sec): 3 clusters
  Score: Raw -170212.973782 + Penalty 2473.527157 = -167739.446626
  nChanged 71
		SP:Iteration 5Q (46804.000000 sec): 3 clusters
  Score: Raw -170283.250764 + Penalty 2473.527157 = -167809.723607
  nChanged 58
		SP:Iteration 6Q (46804.170000 sec): 3 clusters
  Score: Raw -170322.817264 + Penalty 2473.527157 = -167849.290107
  nChanged 37
		SP:Iteration 7Q (46804.350000 sec): 3 clusters
  Score: Raw -170351.427620 + Penalty 2473.527157 = -167877.900463
  nChanged 29
		SP:Iteration 8Q (46804.520000 sec): 3 clusters
  Score: Raw -170370.586610 + Penalty 2473.527157 = -167897.059453
  nChanged 25
		SP:Iteration 9Q (46804.700000 sec): 3 clusters
  Score: Raw -170385.431572 + Penalty 2473.527157 = -167911.904415
  nChanged 26
		SP:Iteration 10Q (46804.880000 sec): 3 clusters
  Score: Raw -170400.474130 + Penalty 2473.527157 = -167926.946973
  nChanged 20
		SP:Iteration 11Q (46805.050000 sec): 3 clusters
  Score: Raw -170412.796028 + Penalty 2473.527157 = -167939.268871
  nChanged 19
		SP:Iteration 12Q (46805.220000 sec): 3 clusters
  Score: Raw -170426.012396 + Penalty 2473.527157 = -167952.485239
  nChanged 16
		SP:Iteration 13Q (46805.400000 sec): 3 clusters
  Score: Raw -170436.319527 + Penalty 2473.527157 = -167962.792370
  nChanged 12
		SP:Iteration 14Q (46805.580000 sec): 3 clusters
  Score: Raw -170443.814278 + Penalty 2473.527157 = -167970.287121
  nChanged 13
		SP:Iteration 15Q (46805.750000 sec): 3 clusters
  Score: Raw -170452.187650 + Penalty 2473.527157 = -167978.660493
  nChanged 18
		SP:Iteration 16Q (46805.930000 sec): 3 clusters
  Score: Raw -170462.158637 + Penalty 2473.527157 = -167988.631480
  nChanged 9
		SP:Iteration 17Q (46806.100000 sec): 3 clusters
  Score: Raw -170466.487131 + Penalty 2473.527157 = -167992.959974
  nChanged 15
		SP:Iteration 18Q (46806.280000 sec): 3 clusters
  Score: Raw -170473.486266 + Penalty 2473.527157 = -167999.959109
  nChanged 10
		SP:Iteration 19Q (46806.460000 sec): 3 clusters
  Score: Raw -170477.945218 + Penalty 2473.527157 = -168004.418061
  nChanged 13
		SP:Iteration 20F (46806.630000 sec): 3 clusters
  Score: Raw -170483.670237 + Penalty 2473.527157 = -168010.143080
  nChanged 8
		SP:Iteration 21Q (46806.810000 sec): 3 clusters
  Score: Raw -170487.039106 + Penalty 2473.527157 = -168013.511949
  nChanged 6
		SP:Iteration 22Q (46806.990000 sec): 3 clusters
  Score: Raw -170490.643835 + Penalty 2473.527157 = -168017.116678
  nChanged 9
		SP:Iteration 23Q (46807.160000 sec): 3 clusters
  Score: Raw -170494.291047 + Penalty 2473.527157 = -168020.763890
  nChanged 8
		SP:Iteration 24Q (46807.340000 sec): 3 clusters
  Score: Raw -170497.506686 + Penalty 2473.527157 = -168023.979529
  nChanged 8
		SP:Iteration 25Q (46807.510000 sec): 3 clusters
  Score: Raw -170500.399479 + Penalty 2473.527157 = -168026.872322
  nChanged 3
		SP:Iteration 26Q (46807.690000 sec): 3 clusters
  Score: Raw -170501.350025 + Penalty 2473.527157 = -168027.822868
  nChanged 1
		SP:Iteration 27Q (46807.870000 sec): 3 clusters
  Score: Raw -170501.650980 + Penalty 2473.527157 = -168028.123824
  nChanged 0
		SP:Iteration 28F (46808.040000 sec): 3 clusters
  Score: Raw -170501.650980 + Penalty 2473.527157 = -168028.123824
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 77 (2135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46808.120000 sec): 2 clusters
  Score: Raw -177028.580978 + Penalty 1245.761063 = -175782.819915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46808.300000 sec): 3 clusters
  Score: Raw -176111.891054 + Penalty 2491.522126 = -173620.368928
  nChanged 744
		SP:Iteration 1F (46808.470000 sec): 3 clusters
  Score: Raw -176664.851390 + Penalty 2491.522126 = -174173.329264
  nChanged 196
		SP:Iteration 2F (46808.650000 sec): 3 clusters
  Score: Raw -176855.062089 + Penalty 2491.522126 = -174363.539963
  nChanged 133
		SP:Iteration 3F (46808.830000 sec): 3 clusters
  Score: Raw -176980.302124 + Penalty 2491.522126 = -174488.779998
  nChanged 113
		SP:Iteration 4F (46809.000000 sec): 3 clusters
  Score: Raw -177078.019654 + Penalty 2491.522126 = -174586.497529
  nChanged 84
		SP:Iteration 5Q (46809.170000 sec): 3 clusters
  Score: Raw -177144.983065 + Penalty 2491.522126 = -174653.460939
  nChanged 66
		SP:Iteration 6Q (46809.350000 sec): 3 clusters
  Score: Raw -177197.227715 + Penalty 2491.522126 = -174705.705589
  nChanged 60
		SP:Iteration 7Q (46809.530000 sec): 3 clusters
  Score: Raw -177244.312307 + Penalty 2491.522126 = -174752.790181
  nChanged 50
		SP:Iteration 8Q (46809.700000 sec): 3 clusters
  Score: Raw -177277.306552 + Penalty 2491.522126 = -174785.784426
  nChanged 28
		SP:Iteration 9Q (46809.800000 sec): 3 clusters
  Score: Raw -177296.696820 + Penalty 2491.522126 = -174805.174694
  nChanged 23
		SP:Iteration 10Q (46809.850000 sec): 3 clusters
  Score: Raw -177308.382839 + Penalty 2491.522126 = -174816.860714
  nChanged 12
		SP:Iteration 11Q (46809.890000 sec): 3 clusters
  Score: Raw -177316.083674 + Penalty 2491.522126 = -174824.561549
  nChanged 14
		SP:Iteration 12Q (46809.930000 sec): 3 clusters
  Score: Raw -177324.324810 + Penalty 2491.522126 = -174832.802684
  nChanged 18
		SP:Iteration 13Q (46809.970000 sec): 3 clusters
  Score: Raw -177336.877694 + Penalty 2491.522126 = -174845.355568
  nChanged 21
		SP:Iteration 14Q (46810.020000 sec): 3 clusters
  Score: Raw -177347.095318 + Penalty 2491.522126 = -174855.573192
  nChanged 13
		SP:Iteration 15Q (46810.060000 sec): 3 clusters
  Score: Raw -177355.919477 + Penalty 2491.522126 = -174864.397351
  nChanged 17
		SP:Iteration 16Q (46810.100000 sec): 3 clusters
  Score: Raw -177363.837716 + Penalty 2491.522126 = -174872.315590
  nChanged 6
		SP:Iteration 17Q (46810.150000 sec): 3 clusters
  Score: Raw -177366.103624 + Penalty 2491.522126 = -174874.581499
  nChanged 5
		SP:Iteration 18Q (46810.190000 sec): 3 clusters
  Score: Raw -177367.847808 + Penalty 2491.522126 = -174876.325682
  nChanged 5
		SP:Iteration 19Q (46810.230000 sec): 3 clusters
  Score: Raw -177369.275467 + Penalty 2491.522126 = -174877.753341
  nChanged 3
		SP:Iteration 20F (46810.270000 sec): 3 clusters
  Score: Raw -177371.499091 + Penalty 2491.522126 = -174879.976965
  nChanged 5
		SP:Iteration 21Q (46810.310000 sec): 3 clusters
  Score: Raw -177375.956273 + Penalty 2491.522126 = -174884.434147
  nChanged 10
		SP:Iteration 22Q (46810.360000 sec): 3 clusters
  Score: Raw -177380.466265 + Penalty 2491.522126 = -174888.944139
  nChanged 6
		SP:Iteration 23Q (46810.400000 sec): 3 clusters
  Score: Raw -177382.611779 + Penalty 2491.522126 = -174891.089653
  nChanged 5
		SP:Iteration 24Q (46810.440000 sec): 3 clusters
  Score: Raw -177385.595427 + Penalty 2491.522126 = -174894.073301
  nChanged 5
		SP:Iteration 25Q (46810.490000 sec): 3 clusters
  Score: Raw -177387.159993 + Penalty 2491.522126 = -174895.637867
  nChanged 3
		SP:Iteration 26Q (46810.530000 sec): 3 clusters
  Score: Raw -177388.837372 + Penalty 2491.522126 = -174897.315246
  nChanged 3
		SP:Iteration 27Q (46810.570000 sec): 3 clusters
  Score: Raw -177389.869862 + Penalty 2491.522126 = -174898.347736
  nChanged 2
		SP:Iteration 28Q (46810.610000 sec): 3 clusters
  Score: Raw -177390.850745 + Penalty 2491.522126 = -174899.328619
  nChanged 4
		SP:Iteration 29Q (46810.650000 sec): 3 clusters
  Score: Raw -177392.062333 + Penalty 2491.522126 = -174900.540208
  nChanged 6
		SP:Iteration 30Q (46810.700000 sec): 3 clusters
  Score: Raw -177394.162392 + Penalty 2491.522126 = -174902.640266
  nChanged 3
		SP:Iteration 31Q (46810.740000 sec): 3 clusters
  Score: Raw -177395.347297 + Penalty 2491.522126 = -174903.825171
  nChanged 1
		SP:Iteration 32Q (46810.780000 sec): 3 clusters
  Score: Raw -177395.664445 + Penalty 2491.522126 = -174904.142320
  nChanged 1
		SP:Iteration 33Q (46810.820000 sec): 3 clusters
  Score: Raw -177396.046038 + Penalty 2491.522126 = -174904.523912
  nChanged 2
		SP:Iteration 34Q (46810.870000 sec): 3 clusters
  Score: Raw -177397.400980 + Penalty 2491.522126 = -174905.878855
  nChanged 2
		SP:Iteration 35Q (46810.910000 sec): 3 clusters
  Score: Raw -177398.105841 + Penalty 2491.522126 = -174906.583715
  nChanged 2
		SP:Iteration 36Q (46810.950000 sec): 3 clusters
  Score: Raw -177399.442965 + Penalty 2491.522126 = -174907.920839
  nChanged 3
		SP:Iteration 37Q (46810.990000 sec): 3 clusters
  Score: Raw -177401.043224 + Penalty 2491.522126 = -174909.521098
  nChanged 1
		SP:Iteration 38Q (46811.030000 sec): 3 clusters
  Score: Raw -177401.309229 + Penalty 2491.522126 = -174909.787103
  nChanged 1
		SP:Iteration 39Q (46811.080000 sec): 3 clusters
  Score: Raw -177401.487718 + Penalty 2491.522126 = -174909.965592
  nChanged 1
		SP:Iteration 40F (46811.120000 sec): 3 clusters
  Score: Raw -177401.810035 + Penalty 2491.522126 = -174910.287909
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 78 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46811.210000 sec): 2 clusters
  Score: Raw -508546.619875 + Penalty 1387.802586 = -507158.817289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46811.390000 sec): 3 clusters
  Score: Raw -505894.585188 + Penalty 2775.605173 = -503118.980015
  nChanged 2059
		SP:Iteration 1F (46811.570000 sec): 3 clusters
  Score: Raw -507077.940423 + Penalty 2775.605173 = -504302.335250
  nChanged 358
		SP:Iteration 2F (46811.740000 sec): 3 clusters
  Score: Raw -507246.611548 + Penalty 2775.605173 = -504471.006376
  nChanged 239
		SP:Iteration 3Q (46811.910000 sec): 3 clusters
  Score: Raw -507349.783693 + Penalty 2775.605173 = -504574.178520
  nChanged 196
		SP:Iteration 4Q (46812.090000 sec): 3 clusters
  Score: Raw -507431.480085 + Penalty 2775.605173 = -504655.874912
  nChanged 163
		SP:Iteration 5Q (46812.260000 sec): 3 clusters
  Score: Raw -507493.796125 + Penalty 2775.605173 = -504718.190952
  nChanged 135
		SP:Iteration 6Q (46812.440000 sec): 3 clusters
  Score: Raw -507541.913554 + Penalty 2775.605173 = -504766.308381
  nChanged 98
		SP:Iteration 7Q (46812.610000 sec): 3 clusters
  Score: Raw -507574.932089 + Penalty 2775.605173 = -504799.326916
  nChanged 79
		SP:Iteration 8Q (46812.790000 sec): 3 clusters
  Score: Raw -507601.665543 + Penalty 2775.605173 = -504826.060370
  nChanged 90
		SP:Iteration 9Q (46812.960000 sec): 3 clusters
  Score: Raw -507631.001047 + Penalty 2775.605173 = -504855.395874
  nChanged 82
		SP:Iteration 10Q (46813.130000 sec): 3 clusters
  Score: Raw -507659.683924 + Penalty 2775.605173 = -504884.078751
  nChanged 89
		SP:Iteration 11Q (46813.310000 sec): 3 clusters
  Score: Raw -507697.399787 + Penalty 2775.605173 = -504921.794614
  nChanged 110
		SP:Iteration 12Q (46813.490000 sec): 3 clusters
  Score: Raw -507745.169011 + Penalty 2775.605173 = -504969.563838
  nChanged 103
		SP:Iteration 13Q (46813.660000 sec): 3 clusters
  Score: Raw -507791.497818 + Penalty 2775.605173 = -505015.892645
  nChanged 113
		SP:Iteration 14Q (46813.830000 sec): 3 clusters
  Score: Raw -507837.712706 + Penalty 2775.605173 = -505062.107533
  nChanged 100
		SP:Iteration 15Q (46814.010000 sec): 3 clusters
  Score: Raw -507884.958298 + Penalty 2775.605173 = -505109.353125
  nChanged 104
		SP:Iteration 16Q (46814.180000 sec): 3 clusters
  Score: Raw -507942.230983 + Penalty 2775.605173 = -505166.625811
  nChanged 103
		SP:Iteration 17Q (46814.360000 sec): 3 clusters
  Score: Raw -507995.288671 + Penalty 2775.605173 = -505219.683498
  nChanged 101
		SP:Iteration 18Q (46814.530000 sec): 3 clusters
  Score: Raw -508057.355694 + Penalty 2775.605173 = -505281.750521
  nChanged 101
		SP:Iteration 19Q (46814.710000 sec): 3 clusters
  Score: Raw -508117.580277 + Penalty 2775.605173 = -505341.975104
  nChanged 103
		SP:Iteration 20F (46814.880000 sec): 3 clusters
  Score: Raw -508180.194592 + Penalty 2775.605173 = -505404.589419
  nChanged 100
		SP:Iteration 21Q (46815.050000 sec): 3 clusters
  Score: Raw -508245.881377 + Penalty 2775.605173 = -505470.276204
  nChanged 91
		SP:Iteration 22Q (46815.230000 sec): 3 clusters
  Score: Raw -508304.946442 + Penalty 2775.605173 = -505529.341269
  nChanged 81
		SP:Iteration 23Q (46815.430000 sec): 3 clusters
  Score: Raw -508361.402101 + Penalty 2775.605173 = -505585.796928
  nChanged 86
		SP:Iteration 24Q (46815.590000 sec): 3 clusters
  Score: Raw -508416.387253 + Penalty 2775.605173 = -505640.782080
  nChanged 67
		SP:Iteration 25Q (46815.800000 sec): 3 clusters
  Score: Raw -508461.116160 + Penalty 2775.605173 = -505685.510988
  nChanged 60
		SP:Iteration 26Q (46815.960000 sec): 3 clusters
  Score: Raw -508504.118008 + Penalty 2775.605173 = -505728.512835
  nChanged 50
		SP:Iteration 27Q (46816.160000 sec): 3 clusters
  Score: Raw -508537.617271 + Penalty 2775.605173 = -505762.012098
  nChanged 29
		SP:Iteration 28Q (46816.350000 sec): 3 clusters
  Score: Raw -508557.650450 + Penalty 2775.605173 = -505782.045277
  nChanged 33
		SP:Iteration 29Q (46816.530000 sec): 3 clusters
  Score: Raw -508580.610905 + Penalty 2775.605173 = -505805.005732
  nChanged 22
		SP:Iteration 30Q (46816.700000 sec): 3 clusters
  Score: Raw -508598.832924 + Penalty 2775.605173 = -505823.227751
  nChanged 19
		SP:Iteration 31Q (46816.870000 sec): 3 clusters
  Score: Raw -508608.807183 + Penalty 2775.605173 = -505833.202010
  nChanged 20
		SP:Iteration 32Q (46817.050000 sec): 3 clusters
  Score: Raw -508621.240148 + Penalty 2775.605173 = -505845.634975
  nChanged 13
		SP:Iteration 33Q (46817.220000 sec): 3 clusters
  Score: Raw -508631.597150 + Penalty 2775.605173 = -505855.991978
  nChanged 14
		SP:Iteration 34Q (46817.400000 sec): 3 clusters
  Score: Raw -508644.308997 + Penalty 2775.605173 = -505868.703824
  nChanged 14
		SP:Iteration 35Q (46817.570000 sec): 3 clusters
  Score: Raw -508656.164911 + Penalty 2775.605173 = -505880.559738
  nChanged 11
		SP:Iteration 36Q (46817.750000 sec): 3 clusters
  Score: Raw -508665.139026 + Penalty 2775.605173 = -505889.533853
  nChanged 9
		SP:Iteration 37Q (46817.920000 sec): 3 clusters
  Score: Raw -508671.138824 + Penalty 2775.605173 = -505895.533651
  nChanged 7
		SP:Iteration 38Q (46818.100000 sec): 3 clusters
  Score: Raw -508676.712274 + Penalty 2775.605173 = -505901.107101
  nChanged 5
		SP:Iteration 39Q (46818.270000 sec): 3 clusters
  Score: Raw -508680.456776 + Penalty 2775.605173 = -505904.851603
  nChanged 3
		SP:Iteration 40F (46818.450000 sec): 3 clusters
  Score: Raw -508683.623823 + Penalty 2775.605173 = -505908.018651
  nChanged 7
		SP:Iteration 41Q (46818.620000 sec): 3 clusters
  Score: Raw -508690.502258 + Penalty 2775.605173 = -505914.897085
  nChanged 11
		SP:Iteration 42Q (46818.800000 sec): 3 clusters
  Score: Raw -508696.700486 + Penalty 2775.605173 = -505921.095313
  nChanged 3
		SP:Iteration 43Q (46818.970000 sec): 3 clusters
  Score: Raw -508699.365137 + Penalty 2775.605173 = -505923.759964
  nChanged 1
		SP:Iteration 44Q (46819.150000 sec): 3 clusters
  Score: Raw -508699.806097 + Penalty 2775.605173 = -505924.200925
  nChanged 1
		SP:Iteration 45Q (46819.320000 sec): 3 clusters
  Score: Raw -508701.068301 + Penalty 2775.605173 = -505925.463128
  nChanged 1
		SP:Iteration 46Q (46819.490000 sec): 3 clusters
  Score: Raw -508701.629527 + Penalty 2775.605173 = -505926.024354
  nChanged 1
		SP:Iteration 47Q (46819.720000 sec): 3 clusters
  Score: Raw -508702.562851 + Penalty 2775.605173 = -505926.957678
  nChanged 3
		SP:Iteration 48Q (46819.890000 sec): 3 clusters
  Score: Raw -508704.999816 + Penalty 2775.605173 = -505929.394643
  nChanged 4
		SP:Iteration 49Q (46820.080000 sec): 3 clusters
  Score: Raw -508709.088208 + Penalty 2775.605173 = -505933.483035
  nChanged 1
		SP:Iteration 50Q (46820.220000 sec): 3 clusters
  Score: Raw -508710.047140 + Penalty 2775.605173 = -505934.441967
  nChanged 1
		SP:Iteration 51Q (46820.400000 sec): 3 clusters
  Score: Raw -508710.653192 + Penalty 2775.605173 = -505935.048020
  nChanged 1
		SP:Iteration 52Q (46820.550000 sec): 3 clusters
  Score: Raw -508710.861275 + Penalty 2775.605173 = -505935.256102
  nChanged 0
		SP:Iteration 53F (46820.750000 sec): 3 clusters
  Score: Raw -508710.861275 + Penalty 2775.605173 = -505935.256102
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 79 (2345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46820.810000 sec): 2 clusters
  Score: Raw -180127.750640 + Penalty 1261.006611 = -178866.744029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46820.990000 sec): 3 clusters
  Score: Raw -179089.248687 + Penalty 2522.013221 = -176567.235466
  nChanged 832
		SP:Iteration 1F (46821.160000 sec): 3 clusters
  Score: Raw -179667.655506 + Penalty 2522.013221 = -177145.642284
  nChanged 185
		SP:Iteration 2F (46821.340000 sec): 3 clusters
  Score: Raw -179820.914493 + Penalty 2522.013221 = -177298.901272
  nChanged 133
		SP:Iteration 3F (46821.510000 sec): 3 clusters
  Score: Raw -179911.986060 + Penalty 2522.013221 = -177389.972839
  nChanged 107
		SP:Iteration 4Q (46821.690000 sec): 3 clusters
  Score: Raw -179991.139037 + Penalty 2522.013221 = -177469.125815
  nChanged 90
		SP:Iteration 5Q (46821.860000 sec): 3 clusters
  Score: Raw -180062.775264 + Penalty 2522.013221 = -177540.762042
  nChanged 84
		SP:Iteration 6Q (46822.040000 sec): 3 clusters
  Score: Raw -180121.438030 + Penalty 2522.013221 = -177599.424809
  nChanged 63
		SP:Iteration 7Q (46822.210000 sec): 3 clusters
  Score: Raw -180150.301371 + Penalty 2522.013221 = -177628.288150
  nChanged 38
		SP:Iteration 8Q (46822.390000 sec): 3 clusters
  Score: Raw -180169.026674 + Penalty 2522.013221 = -177647.013453
  nChanged 22
		SP:Iteration 9Q (46822.570000 sec): 3 clusters
  Score: Raw -180185.840188 + Penalty 2522.013221 = -177663.826967
  nChanged 36
		SP:Iteration 10Q (46822.740000 sec): 3 clusters
  Score: Raw -180204.920704 + Penalty 2522.013221 = -177682.907483
  nChanged 28
		SP:Iteration 11Q (46822.920000 sec): 3 clusters
  Score: Raw -180220.922231 + Penalty 2522.013221 = -177698.909010
  nChanged 30
		SP:Iteration 12Q (46823.090000 sec): 3 clusters
  Score: Raw -180234.556031 + Penalty 2522.013221 = -177712.542810
  nChanged 28
		SP:Iteration 13Q (46823.270000 sec): 3 clusters
  Score: Raw -180250.306309 + Penalty 2522.013221 = -177728.293088
  nChanged 24
		SP:Iteration 14Q (46823.450000 sec): 3 clusters
  Score: Raw -180262.735267 + Penalty 2522.013221 = -177740.722045
  nChanged 20
		SP:Iteration 15Q (46823.620000 sec): 3 clusters
  Score: Raw -180273.009829 + Penalty 2522.013221 = -177750.996608
  nChanged 20
		SP:Iteration 16Q (46823.800000 sec): 3 clusters
  Score: Raw -180284.040449 + Penalty 2522.013221 = -177762.027227
  nChanged 19
		SP:Iteration 17Q (46823.970000 sec): 3 clusters
  Score: Raw -180297.358254 + Penalty 2522.013221 = -177775.345033
  nChanged 22
		SP:Iteration 18Q (46824.150000 sec): 3 clusters
  Score: Raw -180311.457897 + Penalty 2522.013221 = -177789.444676
  nChanged 23
		SP:Iteration 19Q (46824.330000 sec): 3 clusters
  Score: Raw -180324.096178 + Penalty 2522.013221 = -177802.082957
  nChanged 19
		SP:Iteration 20F (46824.500000 sec): 3 clusters
  Score: Raw -180333.500137 + Penalty 2522.013221 = -177811.486915
  nChanged 18
		SP:Iteration 21Q (46824.680000 sec): 3 clusters
  Score: Raw -180342.473882 + Penalty 2522.013221 = -177820.460661
  nChanged 13
		SP:Iteration 22Q (46824.850000 sec): 3 clusters
  Score: Raw -180350.596089 + Penalty 2522.013221 = -177828.582868
  nChanged 11
		SP:Iteration 23Q (46825.030000 sec): 3 clusters
  Score: Raw -180355.264176 + Penalty 2522.013221 = -177833.250955
  nChanged 9
		SP:Iteration 24Q (46825.210000 sec): 3 clusters
  Score: Raw -180361.372335 + Penalty 2522.013221 = -177839.359114
  nChanged 10
		SP:Iteration 25Q (46825.380000 sec): 3 clusters
  Score: Raw -180365.480843 + Penalty 2522.013221 = -177843.467621
  nChanged 9
		SP:Iteration 26Q (46825.560000 sec): 3 clusters
  Score: Raw -180370.299685 + Penalty 2522.013221 = -177848.286463
  nChanged 8
		SP:Iteration 27Q (46825.730000 sec): 3 clusters
  Score: Raw -180374.854487 + Penalty 2522.013221 = -177852.841265
  nChanged 7
		SP:Iteration 28Q (46825.910000 sec): 3 clusters
  Score: Raw -180378.060757 + Penalty 2522.013221 = -177856.047535
  nChanged 9
		SP:Iteration 29Q (46826.090000 sec): 3 clusters
  Score: Raw -180383.955316 + Penalty 2522.013221 = -177861.942095
  nChanged 8
		SP:Iteration 30Q (46826.260000 sec): 3 clusters
  Score: Raw -180388.307924 + Penalty 2522.013221 = -177866.294703
  nChanged 5
		SP:Iteration 31Q (46826.440000 sec): 3 clusters
  Score: Raw -180391.428077 + Penalty 2522.013221 = -177869.414856
  nChanged 7
		SP:Iteration 32Q (46826.610000 sec): 3 clusters
  Score: Raw -180396.477730 + Penalty 2522.013221 = -177874.464509
  nChanged 7
		SP:Iteration 33Q (46826.790000 sec): 3 clusters
  Score: Raw -180399.344357 + Penalty 2522.013221 = -177877.331136
  nChanged 9
		SP:Iteration 34Q (46826.970000 sec): 3 clusters
  Score: Raw -180402.122150 + Penalty 2522.013221 = -177880.108928
  nChanged 2
		SP:Iteration 35Q (46827.140000 sec): 3 clusters
  Score: Raw -180402.435192 + Penalty 2522.013221 = -177880.421971
  nChanged 0
		SP:Iteration 36F (46827.310000 sec): 3 clusters
  Score: Raw -180402.435192 + Penalty 2522.013221 = -177880.421971
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 80 (4369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46827.400000 sec): 2 clusters
  Score: Raw -313641.825216 + Penalty 1362.122032 = -312279.703184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46827.580000 sec): 3 clusters
  Score: Raw -311431.922428 + Penalty 2724.244064 = -308707.678363
  nChanged 1769
		SP:Iteration 1F (46827.750000 sec): 3 clusters
  Score: Raw -312738.928161 + Penalty 2724.244064 = -310014.684097
  nChanged 435
		SP:Iteration 2F (46827.930000 sec): 3 clusters
  Score: Raw -313177.198598 + Penalty 2724.244064 = -310452.954534
  nChanged 323
		SP:Iteration 3F (46828.110000 sec): 3 clusters
  Score: Raw -313486.827076 + Penalty 2724.244064 = -310762.583012
  nChanged 265
		SP:Iteration 4F (46828.280000 sec): 3 clusters
  Score: Raw -313661.023236 + Penalty 2724.244064 = -310936.779172
  nChanged 189
		SP:Iteration 5Q (46828.460000 sec): 3 clusters
  Score: Raw -313760.702324 + Penalty 2724.244064 = -311036.458260
  nChanged 119
		SP:Iteration 6Q (46828.630000 sec): 3 clusters
  Score: Raw -313816.493990 + Penalty 2724.244064 = -311092.249925
  nChanged 93
		SP:Iteration 7Q (46828.810000 sec): 3 clusters
  Score: Raw -313867.442830 + Penalty 2724.244064 = -311143.198765
  nChanged 89
		SP:Iteration 8Q (46828.990000 sec): 3 clusters
  Score: Raw -313906.995101 + Penalty 2724.244064 = -311182.751037
  nChanged 63
		SP:Iteration 9Q (46829.160000 sec): 3 clusters
  Score: Raw -313932.569009 + Penalty 2724.244064 = -311208.324945
  nChanged 51
		SP:Iteration 10Q (46829.340000 sec): 3 clusters
  Score: Raw -313948.491613 + Penalty 2724.244064 = -311224.247549
  nChanged 34
		SP:Iteration 11Q (46829.510000 sec): 3 clusters
  Score: Raw -313964.149756 + Penalty 2724.244064 = -311239.905691
  nChanged 46
		SP:Iteration 12Q (46829.690000 sec): 3 clusters
  Score: Raw -313981.126733 + Penalty 2724.244064 = -311256.882669
  nChanged 39
		SP:Iteration 13Q (46829.870000 sec): 3 clusters
  Score: Raw -313994.214863 + Penalty 2724.244064 = -311269.970799
  nChanged 40
		SP:Iteration 14Q (46830.040000 sec): 3 clusters
  Score: Raw -314011.749632 + Penalty 2724.244064 = -311287.505567
  nChanged 56
		SP:Iteration 15Q (46830.210000 sec): 3 clusters
  Score: Raw -314037.909214 + Penalty 2724.244064 = -311313.665149
  nChanged 50
		SP:Iteration 16Q (46830.390000 sec): 3 clusters
  Score: Raw -314058.961724 + Penalty 2724.244064 = -311334.717659
  nChanged 48
		SP:Iteration 17Q (46830.570000 sec): 3 clusters
  Score: Raw -314077.417102 + Penalty 2724.244064 = -311353.173037
  nChanged 43
		SP:Iteration 18Q (46830.740000 sec): 3 clusters
  Score: Raw -314097.667370 + Penalty 2724.244064 = -311373.423306
  nChanged 46
		SP:Iteration 19Q (46830.920000 sec): 3 clusters
  Score: Raw -314116.763747 + Penalty 2724.244064 = -311392.519682
  nChanged 39
		SP:Iteration 20F (46831.090000 sec): 3 clusters
  Score: Raw -314130.652932 + Penalty 2724.244064 = -311406.408868
  nChanged 32
		SP:Iteration 21Q (46831.230000 sec): 3 clusters
  Score: Raw -314140.781864 + Penalty 2724.244064 = -311416.537799
  nChanged 27
		SP:Iteration 22Q (46831.400000 sec): 3 clusters
  Score: Raw -314148.573050 + Penalty 2724.244064 = -311424.328986
  nChanged 20
		SP:Iteration 23Q (46831.580000 sec): 3 clusters
  Score: Raw -314154.715396 + Penalty 2724.244064 = -311430.471332
  nChanged 27
		SP:Iteration 24Q (46831.750000 sec): 3 clusters
  Score: Raw -314163.776556 + Penalty 2724.244064 = -311439.532491
  nChanged 23
		SP:Iteration 25Q (46831.970000 sec): 3 clusters
  Score: Raw -314171.909965 + Penalty 2724.244064 = -311447.665901
  nChanged 34
		SP:Iteration 26Q (46832.120000 sec): 3 clusters
  Score: Raw -314185.335084 + Penalty 2724.244064 = -311461.091019
  nChanged 30
		SP:Iteration 27Q (46832.310000 sec): 3 clusters
  Score: Raw -314194.235000 + Penalty 2724.244064 = -311469.990936
  nChanged 26
		SP:Iteration 28Q (46832.490000 sec): 3 clusters
  Score: Raw -314202.467307 + Penalty 2724.244064 = -311478.223243
  nChanged 16
		SP:Iteration 29Q (46832.660000 sec): 3 clusters
  Score: Raw -314208.700462 + Penalty 2724.244064 = -311484.456397
  nChanged 10
		SP:Iteration 30Q (46832.840000 sec): 3 clusters
  Score: Raw -314210.648366 + Penalty 2724.244064 = -311486.404301
  nChanged 6
		SP:Iteration 31Q (46833.010000 sec): 3 clusters
  Score: Raw -314212.150313 + Penalty 2724.244064 = -311487.906248
  nChanged 6
		SP:Iteration 32Q (46833.190000 sec): 3 clusters
  Score: Raw -314213.462063 + Penalty 2724.244064 = -311489.217999
  nChanged 3
		SP:Iteration 33Q (46833.360000 sec): 3 clusters
  Score: Raw -314214.239053 + Penalty 2724.244064 = -311489.994988
  nChanged 6
		SP:Iteration 34Q (46833.540000 sec): 3 clusters
  Score: Raw -314216.238553 + Penalty 2724.244064 = -311491.994489
  nChanged 9
		SP:Iteration 35Q (46833.710000 sec): 3 clusters
  Score: Raw -314218.288492 + Penalty 2724.244064 = -311494.044428
  nChanged 6
		SP:Iteration 36Q (46833.890000 sec): 3 clusters
  Score: Raw -314219.922723 + Penalty 2724.244064 = -311495.678658
  nChanged 6
		SP:Iteration 37Q (46834.070000 sec): 3 clusters
  Score: Raw -314221.740845 + Penalty 2724.244064 = -311497.496781
  nChanged 7
		SP:Iteration 38Q (46834.240000 sec): 3 clusters
  Score: Raw -314223.292206 + Penalty 2724.244064 = -311499.048141
  nChanged 6
		SP:Iteration 39Q (46834.420000 sec): 3 clusters
  Score: Raw -314224.806528 + Penalty 2724.244064 = -311500.562464
  nChanged 7
		SP:Iteration 40F (46834.590000 sec): 3 clusters
  Score: Raw -314225.906819 + Penalty 2724.244064 = -311501.662755
  nChanged 3
		SP:Iteration 41Q (46834.770000 sec): 3 clusters
  Score: Raw -314226.465884 + Penalty 2724.244064 = -311502.221819
  nChanged 5
		SP:Iteration 42Q (46834.950000 sec): 3 clusters
  Score: Raw -314227.509874 + Penalty 2724.244064 = -311503.265810
  nChanged 3
		SP:Iteration 43Q (46835.120000 sec): 3 clusters
  Score: Raw -314228.315698 + Penalty 2724.244064 = -311504.071634
  nChanged 1
		SP:Iteration 44Q (46835.300000 sec): 3 clusters
  Score: Raw -314228.575905 + Penalty 2724.244064 = -311504.331841
  nChanged 0
		SP:Iteration 45F (46835.470000 sec): 3 clusters
  Score: Raw -314228.575905 + Penalty 2724.244064 = -311504.331841
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 81 (4685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46835.560000 sec): 2 clusters
  Score: Raw -398511.735112 + Penalty 1373.469694 = -397138.265418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46835.730000 sec): 3 clusters
  Score: Raw -396150.136282 + Penalty 2746.939388 = -393403.196893
  nChanged 1873
		SP:Iteration 1F (46835.910000 sec): 3 clusters
  Score: Raw -397467.229109 + Penalty 2746.939388 = -394720.289721
  nChanged 448
		SP:Iteration 2F (46836.090000 sec): 3 clusters
  Score: Raw -397910.010697 + Penalty 2746.939388 = -395163.071309
  nChanged 384
		SP:Iteration 3F (46836.260000 sec): 3 clusters
  Score: Raw -398280.485445 + Penalty 2746.939388 = -395533.546057
  nChanged 300
		SP:Iteration 4F (46836.430000 sec): 3 clusters
  Score: Raw -398520.370538 + Penalty 2746.939388 = -395773.431149
  nChanged 239
		SP:Iteration 5F (46836.580000 sec): 3 clusters
  Score: Raw -398691.707722 + Penalty 2746.939388 = -395944.768333
  nChanged 207
		SP:Iteration 6Q (46836.670000 sec): 3 clusters
  Score: Raw -398818.892443 + Penalty 2746.939388 = -396071.953055
  nChanged 138
		SP:Iteration 7Q (46836.770000 sec): 3 clusters
  Score: Raw -398891.294023 + Penalty 2746.939388 = -396144.354635
  nChanged 90
		SP:Iteration 8Q (46836.900000 sec): 3 clusters
  Score: Raw -398937.518923 + Penalty 2746.939388 = -396190.579535
  nChanged 85
		SP:Iteration 9Q (46837.000000 sec): 3 clusters
  Score: Raw -398974.341484 + Penalty 2746.939388 = -396227.402096
  nChanged 63
		SP:Iteration 10Q (46837.090000 sec): 3 clusters
  Score: Raw -399003.433994 + Penalty 2746.939388 = -396256.494606
  nChanged 54
		SP:Iteration 11Q (46837.220000 sec): 3 clusters
  Score: Raw -399026.798793 + Penalty 2746.939388 = -396279.859404
  nChanged 41
		SP:Iteration 12Q (46837.320000 sec): 3 clusters
  Score: Raw -399040.430975 + Penalty 2746.939388 = -396293.491586
  nChanged 27
		SP:Iteration 13Q (46837.410000 sec): 3 clusters
  Score: Raw -399048.483664 + Penalty 2746.939388 = -396301.544276
  nChanged 18
		SP:Iteration 14Q (46837.500000 sec): 3 clusters
  Score: Raw -399052.627789 + Penalty 2746.939388 = -396305.688401
  nChanged 7
		SP:Iteration 15Q (46837.590000 sec): 3 clusters
  Score: Raw -399054.507330 + Penalty 2746.939388 = -396307.567942
  nChanged 7
		SP:Iteration 16Q (46837.680000 sec): 3 clusters
  Score: Raw -399055.533949 + Penalty 2746.939388 = -396308.594561
  nChanged 7
		SP:Iteration 17Q (46837.780000 sec): 3 clusters
  Score: Raw -399057.685520 + Penalty 2746.939388 = -396310.746131
  nChanged 8
		SP:Iteration 18Q (46837.910000 sec): 3 clusters
  Score: Raw -399059.985106 + Penalty 2746.939388 = -396313.045718
  nChanged 6
		SP:Iteration 19Q (46838.080000 sec): 3 clusters
  Score: Raw -399061.224855 + Penalty 2746.939388 = -396314.285467
  nChanged 4
		SP:Iteration 20F (46838.260000 sec): 3 clusters
  Score: Raw -399062.009456 + Penalty 2746.939388 = -396315.070068
  nChanged 4
		SP:Iteration 21Q (46838.440000 sec): 3 clusters
  Score: Raw -399062.530508 + Penalty 2746.939388 = -396315.591120
  nChanged 5
		SP:Iteration 22Q (46838.610000 sec): 3 clusters
  Score: Raw -399063.274875 + Penalty 2746.939388 = -396316.335486
  nChanged 5
		SP:Iteration 23Q (46838.790000 sec): 3 clusters
  Score: Raw -399064.688591 + Penalty 2746.939388 = -396317.749202
  nChanged 2
		SP:Iteration 24Q (46838.960000 sec): 3 clusters
  Score: Raw -399064.905264 + Penalty 2746.939388 = -396317.965875
  nChanged 2
		SP:Iteration 25Q (46839.140000 sec): 3 clusters
  Score: Raw -399065.140056 + Penalty 2746.939388 = -396318.200668
  nChanged 3
		SP:Iteration 26Q (46839.320000 sec): 3 clusters
  Score: Raw -399065.564200 + Penalty 2746.939388 = -396318.624812
  nChanged 2
		SP:Iteration 27Q (46839.490000 sec): 3 clusters
  Score: Raw -399066.020754 + Penalty 2746.939388 = -396319.081366
  nChanged 2
		SP:Iteration 28Q (46839.670000 sec): 3 clusters
  Score: Raw -399066.469855 + Penalty 2746.939388 = -396319.530467
  nChanged 2
		SP:Iteration 29Q (46839.840000 sec): 3 clusters
  Score: Raw -399067.242360 + Penalty 2746.939388 = -396320.302972
  nChanged 5
		SP:Iteration 30Q (46840.020000 sec): 3 clusters
  Score: Raw -399068.249325 + Penalty 2746.939388 = -396321.309937
  nChanged 4
		SP:Iteration 31Q (46840.200000 sec): 3 clusters
  Score: Raw -399068.881161 + Penalty 2746.939388 = -396321.941773
  nChanged 1
		SP:Iteration 32Q (46840.370000 sec): 3 clusters
  Score: Raw -399069.008911 + Penalty 2746.939388 = -396322.069523
  nChanged 2
		SP:Iteration 33Q (46840.550000 sec): 3 clusters
  Score: Raw -399069.324081 + Penalty 2746.939388 = -396322.384693
  nChanged 2
		SP:Iteration 34Q (46840.720000 sec): 3 clusters
  Score: Raw -399070.005797 + Penalty 2746.939388 = -396323.066408
  nChanged 3
		SP:Iteration 35Q (46840.900000 sec): 3 clusters
  Score: Raw -399070.542900 + Penalty 2746.939388 = -396323.603512
  nChanged 4
		SP:Iteration 36Q (46841.080000 sec): 3 clusters
  Score: Raw -399071.332638 + Penalty 2746.939388 = -396324.393249
  nChanged 3
		SP:Iteration 37Q (46841.250000 sec): 3 clusters
  Score: Raw -399071.849483 + Penalty 2746.939388 = -396324.910095
  nChanged 1
		SP:Iteration 38Q (46841.420000 sec): 3 clusters
  Score: Raw -399071.923228 + Penalty 2746.939388 = -396324.983840
  nChanged 2
		SP:Iteration 39Q (46841.610000 sec): 3 clusters
  Score: Raw -399072.026771 + Penalty 2746.939388 = -396325.087382
  nChanged 0
		SP:Iteration 40F (46841.780000 sec): 3 clusters
  Score: Raw -399072.026771 + Penalty 2746.939388 = -396325.087382
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 82 (4298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46841.870000 sec): 2 clusters
  Score: Raw -387461.919778 + Penalty 1359.459575 = -386102.460203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46842.040000 sec): 3 clusters
  Score: Raw -385268.916909 + Penalty 2718.919150 = -382549.997759
  nChanged 1740
		SP:Iteration 1F (46842.220000 sec): 3 clusters
  Score: Raw -386338.153044 + Penalty 2718.919150 = -383619.233893
  nChanged 417
		SP:Iteration 2F (46842.390000 sec): 3 clusters
  Score: Raw -386687.357790 + Penalty 2718.919150 = -383968.438640
  nChanged 352
		SP:Iteration 3F (46842.570000 sec): 3 clusters
  Score: Raw -386991.342975 + Penalty 2718.919150 = -384272.423825
  nChanged 280
		SP:Iteration 4F (46842.740000 sec): 3 clusters
  Score: Raw -387217.483695 + Penalty 2718.919150 = -384498.564545
  nChanged 230
		SP:Iteration 5F (46842.920000 sec): 3 clusters
  Score: Raw -387388.738353 + Penalty 2718.919150 = -384669.819203
  nChanged 157
		SP:Iteration 6Q (46843.120000 sec): 3 clusters
  Score: Raw -387508.434752 + Penalty 2718.919150 = -384789.515602
  nChanged 127
		SP:Iteration 7Q (46843.310000 sec): 3 clusters
  Score: Raw -387590.760613 + Penalty 2718.919150 = -384871.841463
  nChanged 108
		SP:Iteration 8Q (46843.490000 sec): 3 clusters
  Score: Raw -387657.159570 + Penalty 2718.919150 = -384938.240420
  nChanged 78
		SP:Iteration 9Q (46843.670000 sec): 3 clusters
  Score: Raw -387696.322344 + Penalty 2718.919150 = -384977.403193
  nChanged 63
		SP:Iteration 10Q (46843.840000 sec): 3 clusters
  Score: Raw -387732.797682 + Penalty 2718.919150 = -385013.878532
  nChanged 69
		SP:Iteration 11Q (46844.010000 sec): 3 clusters
  Score: Raw -387770.030653 + Penalty 2718.919150 = -385051.111503
  nChanged 55
		SP:Iteration 12Q (46844.190000 sec): 3 clusters
  Score: Raw -387795.365154 + Penalty 2718.919150 = -385076.446004
  nChanged 38
		SP:Iteration 13Q (46844.360000 sec): 3 clusters
  Score: Raw -387809.472225 + Penalty 2718.919150 = -385090.553075
  nChanged 30
		SP:Iteration 14Q (46844.530000 sec): 3 clusters
  Score: Raw -387819.368912 + Penalty 2718.919150 = -385100.449762
  nChanged 29
		SP:Iteration 15Q (46844.700000 sec): 3 clusters
  Score: Raw -387828.586982 + Penalty 2718.919150 = -385109.667832
  nChanged 27
		SP:Iteration 16Q (46844.880000 sec): 3 clusters
  Score: Raw -387836.690033 + Penalty 2718.919150 = -385117.770883
  nChanged 27
		SP:Iteration 17Q (46845.050000 sec): 3 clusters
  Score: Raw -387845.897611 + Penalty 2718.919150 = -385126.978461
  nChanged 21
		SP:Iteration 18Q (46845.230000 sec): 3 clusters
  Score: Raw -387852.595617 + Penalty 2718.919150 = -385133.676466
  nChanged 26
		SP:Iteration 19Q (46845.410000 sec): 3 clusters
  Score: Raw -387860.542221 + Penalty 2718.919150 = -385141.623071
  nChanged 18
		SP:Iteration 20F (46845.580000 sec): 3 clusters
  Score: Raw -387865.423272 + Penalty 2718.919150 = -385146.504122
  nChanged 17
		SP:Iteration 21Q (46845.760000 sec): 3 clusters
  Score: Raw -387870.265478 + Penalty 2718.919150 = -385151.346327
  nChanged 13
		SP:Iteration 22Q (46845.930000 sec): 3 clusters
  Score: Raw -387873.792819 + Penalty 2718.919150 = -385154.873668
  nChanged 8
		SP:Iteration 23Q (46846.110000 sec): 3 clusters
  Score: Raw -387875.500130 + Penalty 2718.919150 = -385156.580980
  nChanged 6
		SP:Iteration 24Q (46846.290000 sec): 3 clusters
  Score: Raw -387876.710925 + Penalty 2718.919150 = -385157.791775
  nChanged 7
		SP:Iteration 25Q (46846.460000 sec): 3 clusters
  Score: Raw -387878.404971 + Penalty 2718.919150 = -385159.485820
  nChanged 9
		SP:Iteration 26Q (46846.640000 sec): 3 clusters
  Score: Raw -387880.715850 + Penalty 2718.919150 = -385161.796700
  nChanged 6
		SP:Iteration 27Q (46846.810000 sec): 3 clusters
  Score: Raw -387881.803244 + Penalty 2718.919150 = -385162.884094
  nChanged 8
		SP:Iteration 28Q (46846.990000 sec): 3 clusters
  Score: Raw -387883.821660 + Penalty 2718.919150 = -385164.902510
  nChanged 11
		SP:Iteration 29Q (46847.170000 sec): 3 clusters
  Score: Raw -387887.728844 + Penalty 2718.919150 = -385168.809694
  nChanged 13
		SP:Iteration 30Q (46847.340000 sec): 3 clusters
  Score: Raw -387892.323860 + Penalty 2718.919150 = -385173.404710
  nChanged 13
		SP:Iteration 31Q (46847.520000 sec): 3 clusters
  Score: Raw -387896.470203 + Penalty 2718.919150 = -385177.551053
  nChanged 9
		SP:Iteration 32Q (46847.690000 sec): 3 clusters
  Score: Raw -387900.232170 + Penalty 2718.919150 = -385181.313020
  nChanged 12
		SP:Iteration 33Q (46847.870000 sec): 3 clusters
  Score: Raw -387904.254569 + Penalty 2718.919150 = -385185.335419
  nChanged 16
		SP:Iteration 34Q (46848.050000 sec): 3 clusters
  Score: Raw -387910.277822 + Penalty 2718.919150 = -385191.358672
  nChanged 21
		SP:Iteration 35Q (46848.220000 sec): 3 clusters
  Score: Raw -387919.412852 + Penalty 2718.919150 = -385200.493702
  nChanged 22
		SP:Iteration 36Q (46848.400000 sec): 3 clusters
  Score: Raw -387926.196820 + Penalty 2718.919150 = -385207.277670
  nChanged 17
		SP:Iteration 37Q (46848.570000 sec): 3 clusters
  Score: Raw -387931.115221 + Penalty 2718.919150 = -385212.196071
  nChanged 14
		SP:Iteration 38Q (46848.750000 sec): 3 clusters
  Score: Raw -387934.391452 + Penalty 2718.919150 = -385215.472302
  nChanged 5
		SP:Iteration 39Q (46848.920000 sec): 3 clusters
  Score: Raw -387935.654059 + Penalty 2718.919150 = -385216.734909
  nChanged 9
		SP:Iteration 40F (46849.100000 sec): 3 clusters
  Score: Raw -387937.919681 + Penalty 2718.919150 = -385219.000531
  nChanged 7
		SP:Iteration 41Q (46849.270000 sec): 3 clusters
  Score: Raw -387940.197223 + Penalty 2718.919150 = -385221.278073
  nChanged 7
		SP:Iteration 42Q (46849.450000 sec): 3 clusters
  Score: Raw -387942.319407 + Penalty 2718.919150 = -385223.400257
  nChanged 8
		SP:Iteration 43Q (46849.630000 sec): 3 clusters
  Score: Raw -387943.794271 + Penalty 2718.919150 = -385224.875121
  nChanged 4
		SP:Iteration 44Q (46849.800000 sec): 3 clusters
  Score: Raw -387944.449003 + Penalty 2718.919150 = -385225.529853
  nChanged 8
		SP:Iteration 45Q (46849.980000 sec): 3 clusters
  Score: Raw -387946.568182 + Penalty 2718.919150 = -385227.649032
  nChanged 10
		SP:Iteration 46Q (46850.150000 sec): 3 clusters
  Score: Raw -387948.661191 + Penalty 2718.919150 = -385229.742041
  nChanged 13
		SP:Iteration 47Q (46850.330000 sec): 3 clusters
  Score: Raw -387951.840891 + Penalty 2718.919150 = -385232.921741
  nChanged 11
		SP:Iteration 48Q (46850.510000 sec): 3 clusters
  Score: Raw -387955.329168 + Penalty 2718.919150 = -385236.410018
  nChanged 11
		SP:Iteration 49Q (46850.680000 sec): 3 clusters
  Score: Raw -387958.579003 + Penalty 2718.919150 = -385239.659853
  nChanged 14
		SP:Iteration 50Q (46850.860000 sec): 3 clusters
  Score: Raw -387963.055623 + Penalty 2718.919150 = -385244.136473
  nChanged 19
		SP:Iteration 51Q (46851.030000 sec): 3 clusters
  Score: Raw -387968.965736 + Penalty 2718.919150 = -385250.046586
  nChanged 10
		SP:Iteration 52Q (46851.210000 sec): 3 clusters
  Score: Raw -387971.939972 + Penalty 2718.919150 = -385253.020822
  nChanged 9
		SP:Iteration 53Q (46851.370000 sec): 3 clusters
  Score: Raw -387975.095255 + Penalty 2718.919150 = -385256.176105
  nChanged 10
		SP:Iteration 54Q (46851.530000 sec): 3 clusters
  Score: Raw -387978.549485 + Penalty 2718.919150 = -385259.630335
  nChanged 12
		SP:Iteration 55Q (46851.690000 sec): 3 clusters
  Score: Raw -387983.685785 + Penalty 2718.919150 = -385264.766635
  nChanged 10
		SP:Iteration 56Q (46851.850000 sec): 3 clusters
  Score: Raw -387987.163450 + Penalty 2718.919150 = -385268.244300
  nChanged 14
		SP:Iteration 57Q (46852.010000 sec): 3 clusters
  Score: Raw -387991.455959 + Penalty 2718.919150 = -385272.536809
  nChanged 15
		SP:Iteration 58Q (46852.170000 sec): 3 clusters
  Score: Raw -387996.936762 + Penalty 2718.919150 = -385278.017612
  nChanged 12
		SP:Iteration 59Q (46852.330000 sec): 3 clusters
  Score: Raw -388001.829140 + Penalty 2718.919150 = -385282.909990
  nChanged 16
		SP:Iteration 60F (46852.490000 sec): 3 clusters
  Score: Raw -388008.141541 + Penalty 2718.919150 = -385289.222391
  nChanged 18
		SP:Iteration 61Q (46852.650000 sec): 3 clusters
  Score: Raw -388015.482804 + Penalty 2718.919150 = -385296.563654
  nChanged 15
		SP:Iteration 62Q (46852.810000 sec): 3 clusters
  Score: Raw -388019.882221 + Penalty 2718.919150 = -385300.963071
  nChanged 16
		SP:Iteration 63Q (46852.970000 sec): 3 clusters
  Score: Raw -388025.006614 + Penalty 2718.919150 = -385306.087464
  nChanged 21
		SP:Iteration 64Q (46853.130000 sec): 3 clusters
  Score: Raw -388033.626095 + Penalty 2718.919150 = -385314.706945
  nChanged 24
		SP:Iteration 65Q (46853.300000 sec): 3 clusters
  Score: Raw -388042.300902 + Penalty 2718.919150 = -385323.381752
  nChanged 18
		SP:Iteration 66Q (46853.480000 sec): 3 clusters
  Score: Raw -388047.288901 + Penalty 2718.919150 = -385328.369751
  nChanged 17
		SP:Iteration 67Q (46853.650000 sec): 3 clusters
  Score: Raw -388053.367310 + Penalty 2718.919150 = -385334.448160
  nChanged 18
		SP:Iteration 68Q (46853.830000 sec): 3 clusters
  Score: Raw -388060.821204 + Penalty 2718.919150 = -385341.902054
  nChanged 28
		SP:Iteration 69Q (46854.000000 sec): 3 clusters
  Score: Raw -388072.999107 + Penalty 2718.919150 = -385354.079957
  nChanged 31
		SP:Iteration 70Q (46854.180000 sec): 3 clusters
  Score: Raw -388087.364576 + Penalty 2718.919150 = -385368.445426
  nChanged 35
		SP:Iteration 71Q (46854.350000 sec): 3 clusters
  Score: Raw -388107.500272 + Penalty 2718.919150 = -385388.581122
  nChanged 32
		SP:Iteration 72Q (46854.530000 sec): 3 clusters
  Score: Raw -388126.028224 + Penalty 2718.919150 = -385407.109073
  nChanged 40
		SP:Iteration 73Q (46854.710000 sec): 3 clusters
  Score: Raw -388151.043815 + Penalty 2718.919150 = -385432.124665
  nChanged 40
		SP:Iteration 74Q (46854.880000 sec): 3 clusters
  Score: Raw -388174.903314 + Penalty 2718.919150 = -385455.984164
  nChanged 42
		SP:Iteration 75Q (46855.060000 sec): 3 clusters
  Score: Raw -388196.236925 + Penalty 2718.919150 = -385477.317775
  nChanged 36
		SP:Iteration 76Q (46855.230000 sec): 3 clusters
  Score: Raw -388214.582600 + Penalty 2718.919150 = -385495.663450
  nChanged 27
		SP:Iteration 77Q (46855.410000 sec): 3 clusters
  Score: Raw -388230.772857 + Penalty 2718.919150 = -385511.853707
  nChanged 31
		SP:Iteration 78Q (46855.590000 sec): 3 clusters
  Score: Raw -388246.379091 + Penalty 2718.919150 = -385527.459941
  nChanged 25
		SP:Iteration 79Q (46855.760000 sec): 3 clusters
  Score: Raw -388259.209818 + Penalty 2718.919150 = -385540.290668
  nChanged 19
		SP:Iteration 80F (46855.940000 sec): 3 clusters
  Score: Raw -388268.466264 + Penalty 2718.919150 = -385549.547114
  nChanged 15
		SP:Iteration 81Q (46856.110000 sec): 3 clusters
  Score: Raw -388274.659104 + Penalty 2718.919150 = -385555.739954
  nChanged 11
		SP:Iteration 82Q (46856.290000 sec): 3 clusters
  Score: Raw -388278.134467 + Penalty 2718.919150 = -385559.215317
  nChanged 10
		SP:Iteration 83Q (46856.470000 sec): 3 clusters
  Score: Raw -388281.827537 + Penalty 2718.919150 = -385562.908387
  nChanged 7
		SP:Iteration 84Q (46856.690000 sec): 3 clusters
  Score: Raw -388284.233373 + Penalty 2718.919150 = -385565.314223
  nChanged 7
		SP:Iteration 85Q (46856.830000 sec): 3 clusters
  Score: Raw -388287.320697 + Penalty 2718.919150 = -385568.401547
  nChanged 5
		SP:Iteration 86Q (46857.010000 sec): 3 clusters
  Score: Raw -388289.558179 + Penalty 2718.919150 = -385570.639029
  nChanged 6
		SP:Iteration 87Q (46857.180000 sec): 3 clusters
  Score: Raw -388291.707518 + Penalty 2718.919150 = -385572.788368
  nChanged 9
		SP:Iteration 88Q (46857.360000 sec): 3 clusters
  Score: Raw -388293.697228 + Penalty 2718.919150 = -385574.778077
  nChanged 4
		SP:Iteration 89Q (46857.530000 sec): 3 clusters
  Score: Raw -388295.081401 + Penalty 2718.919150 = -385576.162251
  nChanged 4
		SP:Iteration 90Q (46857.710000 sec): 3 clusters
  Score: Raw -388296.211839 + Penalty 2718.919150 = -385577.292689
  nChanged 4
		SP:Iteration 91Q (46857.890000 sec): 3 clusters
  Score: Raw -388297.823860 + Penalty 2718.919150 = -385578.904710
  nChanged 7
		SP:Iteration 92Q (46858.060000 sec): 3 clusters
  Score: Raw -388299.407462 + Penalty 2718.919150 = -385580.488312
  nChanged 4
		SP:Iteration 93Q (46858.240000 sec): 3 clusters
  Score: Raw -388300.134251 + Penalty 2718.919150 = -385581.215101
  nChanged 3
		SP:Iteration 94Q (46858.410000 sec): 3 clusters
  Score: Raw -388300.625374 + Penalty 2718.919150 = -385581.706224
  nChanged 2
		SP:Iteration 95Q (46858.590000 sec): 3 clusters
  Score: Raw -388301.046705 + Penalty 2718.919150 = -385582.127554
  nChanged 1
		SP:Iteration 96Q (46858.760000 sec): 3 clusters
  Score: Raw -388301.203713 + Penalty 2718.919150 = -385582.284563
  nChanged 0
		SP:Iteration 97F (46858.940000 sec): 3 clusters
  Score: Raw -388301.203713 + Penalty 2718.919150 = -385582.284563
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 83 (4597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46859.030000 sec): 2 clusters
  Score: Raw -451094.979344 + Penalty 1370.388369 = -449724.590975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46859.200000 sec): 3 clusters
  Score: Raw -448756.710713 + Penalty 2740.776739 = -446015.933974
  nChanged 1865
		SP:Iteration 1F (46859.380000 sec): 3 clusters
  Score: Raw -449936.783082 + Penalty 2740.776739 = -447196.006344
  nChanged 409
		SP:Iteration 2F (46859.550000 sec): 3 clusters
  Score: Raw -450230.816428 + Penalty 2740.776739 = -447490.039689
  nChanged 312
		SP:Iteration 3F (46859.730000 sec): 3 clusters
  Score: Raw -450451.767515 + Penalty 2740.776739 = -447710.990776
  nChanged 286
		SP:Iteration 4F (46859.910000 sec): 3 clusters
  Score: Raw -450659.592143 + Penalty 2740.776739 = -447918.815404
  nChanged 237
		SP:Iteration 5F (46860.080000 sec): 3 clusters
  Score: Raw -450819.476412 + Penalty 2740.776739 = -448078.699673
  nChanged 205
		SP:Iteration 6Q (46860.260000 sec): 3 clusters
  Score: Raw -450940.269711 + Penalty 2740.776739 = -448199.492972
  nChanged 149
		SP:Iteration 7Q (46860.450000 sec): 3 clusters
  Score: Raw -451026.598670 + Penalty 2740.776739 = -448285.821932
  nChanged 120
		SP:Iteration 8Q (46860.640000 sec): 3 clusters
  Score: Raw -451078.995167 + Penalty 2740.776739 = -448338.218429
  nChanged 91
		SP:Iteration 9Q (46860.820000 sec): 3 clusters
  Score: Raw -451113.757016 + Penalty 2740.776739 = -448372.980277
  nChanged 61
		SP:Iteration 10Q (46860.990000 sec): 3 clusters
  Score: Raw -451142.834307 + Penalty 2740.776739 = -448402.057568
  nChanged 64
		SP:Iteration 11Q (46861.170000 sec): 3 clusters
  Score: Raw -451175.751854 + Penalty 2740.776739 = -448434.975115
  nChanged 55
		SP:Iteration 12Q (46861.350000 sec): 3 clusters
  Score: Raw -451207.652951 + Penalty 2740.776739 = -448466.876212
  nChanged 62
		SP:Iteration 13Q (46861.480000 sec): 3 clusters
  Score: Raw -451240.110002 + Penalty 2740.776739 = -448499.333263
  nChanged 72
		SP:Iteration 14Q (46861.650000 sec): 3 clusters
  Score: Raw -451287.356137 + Penalty 2740.776739 = -448546.579398
  nChanged 81
		SP:Iteration 15Q (46861.830000 sec): 3 clusters
  Score: Raw -451333.356297 + Penalty 2740.776739 = -448592.579558
  nChanged 74
		SP:Iteration 16Q (46862.010000 sec): 3 clusters
  Score: Raw -451369.796057 + Penalty 2740.776739 = -448629.019318
  nChanged 70
		SP:Iteration 17Q (46862.180000 sec): 3 clusters
  Score: Raw -451406.320505 + Penalty 2740.776739 = -448665.543767
  nChanged 66
		SP:Iteration 18Q (46862.360000 sec): 3 clusters
  Score: Raw -451441.476048 + Penalty 2740.776739 = -448700.699310
  nChanged 68
		SP:Iteration 19Q (46862.530000 sec): 3 clusters
  Score: Raw -451475.500331 + Penalty 2740.776739 = -448734.723592
  nChanged 70
		SP:Iteration 20F (46862.710000 sec): 3 clusters
  Score: Raw -451506.872658 + Penalty 2740.776739 = -448766.095919
  nChanged 54
		SP:Iteration 21Q (46862.860000 sec): 3 clusters
  Score: Raw -451528.359989 + Penalty 2740.776739 = -448787.583251
  nChanged 59
		SP:Iteration 22Q (46862.950000 sec): 3 clusters
  Score: Raw -451551.479367 + Penalty 2740.776739 = -448810.702628
  nChanged 58
		SP:Iteration 23Q (46863.040000 sec): 3 clusters
  Score: Raw -451575.403705 + Penalty 2740.776739 = -448834.626966
  nChanged 59
		SP:Iteration 24Q (46863.130000 sec): 3 clusters
  Score: Raw -451597.303766 + Penalty 2740.776739 = -448856.527027
  nChanged 50
		SP:Iteration 25Q (46863.220000 sec): 3 clusters
  Score: Raw -451615.386181 + Penalty 2740.776739 = -448874.609442
  nChanged 41
		SP:Iteration 26Q (46863.310000 sec): 3 clusters
  Score: Raw -451634.575288 + Penalty 2740.776739 = -448893.798550
  nChanged 43
		SP:Iteration 27Q (46863.400000 sec): 3 clusters
  Score: Raw -451649.703986 + Penalty 2740.776739 = -448908.927247
  nChanged 36
		SP:Iteration 28Q (46863.490000 sec): 3 clusters
  Score: Raw -451662.597736 + Penalty 2740.776739 = -448921.820997
  nChanged 36
		SP:Iteration 29Q (46863.580000 sec): 3 clusters
  Score: Raw -451678.195201 + Penalty 2740.776739 = -448937.418462
  nChanged 44
		SP:Iteration 30Q (46863.670000 sec): 3 clusters
  Score: Raw -451697.746408 + Penalty 2740.776739 = -448956.969669
  nChanged 38
		SP:Iteration 31Q (46863.760000 sec): 3 clusters
  Score: Raw -451714.432517 + Penalty 2740.776739 = -448973.655778
  nChanged 36
		SP:Iteration 32Q (46863.850000 sec): 3 clusters
  Score: Raw -451728.408904 + Penalty 2740.776739 = -448987.632166
  nChanged 26
		SP:Iteration 33Q (46864.050000 sec): 3 clusters
  Score: Raw -451740.605426 + Penalty 2740.776739 = -448999.828687
  nChanged 25
		SP:Iteration 34Q (46864.230000 sec): 3 clusters
  Score: Raw -451752.660378 + Penalty 2740.776739 = -449011.883639
  nChanged 31
		SP:Iteration 35Q (46864.400000 sec): 3 clusters
  Score: Raw -451764.542685 + Penalty 2740.776739 = -449023.765946
  nChanged 33
		SP:Iteration 36Q (46864.580000 sec): 3 clusters
  Score: Raw -451776.395026 + Penalty 2740.776739 = -449035.618287
  nChanged 31
		SP:Iteration 37Q (46864.750000 sec): 3 clusters
  Score: Raw -451790.564767 + Penalty 2740.776739 = -449049.788028
  nChanged 37
		SP:Iteration 38Q (46864.930000 sec): 3 clusters
  Score: Raw -451810.096598 + Penalty 2740.776739 = -449069.319859
  nChanged 34
		SP:Iteration 39Q (46865.110000 sec): 3 clusters
  Score: Raw -451824.264362 + Penalty 2740.776739 = -449083.487624
  nChanged 30
		SP:Iteration 40F (46865.280000 sec): 3 clusters
  Score: Raw -451837.036295 + Penalty 2740.776739 = -449096.259557
  nChanged 30
		SP:Iteration 41Q (46865.360000 sec): 3 clusters
  Score: Raw -451849.781881 + Penalty 2740.776739 = -449109.005142
  nChanged 32
		SP:Iteration 42Q (46865.450000 sec): 3 clusters
  Score: Raw -451859.162689 + Penalty 2740.776739 = -449118.385951
  nChanged 19
		SP:Iteration 43Q (46865.540000 sec): 3 clusters
  Score: Raw -451865.465679 + Penalty 2740.776739 = -449124.688941
  nChanged 16
		SP:Iteration 44Q (46865.630000 sec): 3 clusters
  Score: Raw -451870.408238 + Penalty 2740.776739 = -449129.631500
  nChanged 15
		SP:Iteration 45Q (46865.720000 sec): 3 clusters
  Score: Raw -451875.326769 + Penalty 2740.776739 = -449134.550030
  nChanged 16
		SP:Iteration 46Q (46865.810000 sec): 3 clusters
  Score: Raw -451880.246564 + Penalty 2740.776739 = -449139.469826
  nChanged 15
		SP:Iteration 47Q (46865.900000 sec): 3 clusters
  Score: Raw -451884.501214 + Penalty 2740.776739 = -449143.724475
  nChanged 11
		SP:Iteration 48Q (46865.990000 sec): 3 clusters
  Score: Raw -451887.821802 + Penalty 2740.776739 = -449147.045064
  nChanged 7
		SP:Iteration 49Q (46866.080000 sec): 3 clusters
  Score: Raw -451889.894778 + Penalty 2740.776739 = -449149.118039
  nChanged 2
		SP:Iteration 50Q (46866.170000 sec): 3 clusters
  Score: Raw -451890.409218 + Penalty 2740.776739 = -449149.632480
  nChanged 2
		SP:Iteration 51Q (46866.260000 sec): 3 clusters
  Score: Raw -451891.191423 + Penalty 2740.776739 = -449150.414685
  nChanged 3
		SP:Iteration 52Q (46866.350000 sec): 3 clusters
  Score: Raw -451892.042705 + Penalty 2740.776739 = -449151.265966
  nChanged 3
		SP:Iteration 53Q (46866.440000 sec): 3 clusters
  Score: Raw -451893.203758 + Penalty 2740.776739 = -449152.427019
  nChanged 4
		SP:Iteration 54Q (46866.530000 sec): 3 clusters
  Score: Raw -451894.462690 + Penalty 2740.776739 = -449153.685951
  nChanged 5
		SP:Iteration 55Q (46866.620000 sec): 3 clusters
  Score: Raw -451896.257252 + Penalty 2740.776739 = -449155.480514
  nChanged 5
		SP:Iteration 56Q (46866.710000 sec): 3 clusters
  Score: Raw -451897.728715 + Penalty 2740.776739 = -449156.951977
  nChanged 4
		SP:Iteration 57Q (46866.800000 sec): 3 clusters
  Score: Raw -451898.726691 + Penalty 2740.776739 = -449157.949952
  nChanged 4
		SP:Iteration 58Q (46866.890000 sec): 3 clusters
  Score: Raw -451899.996022 + Penalty 2740.776739 = -449159.219284
  nChanged 5
		SP:Iteration 59Q (46866.980000 sec): 3 clusters
  Score: Raw -451901.391715 + Penalty 2740.776739 = -449160.614976
  nChanged 2
		SP:Iteration 60F (46867.070000 sec): 3 clusters
  Score: Raw -451901.943050 + Penalty 2740.776739 = -449161.166311
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 84 (7590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46867.190000 sec): 2 clusters
  Score: Raw -715725.867360 + Penalty 1451.870366 = -714273.996993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46867.390000 sec): 3 clusters
  Score: Raw -711614.381206 + Penalty 2903.740733 = -708710.640473
  nChanged 3227
		SP:Iteration 1F (46867.590000 sec): 3 clusters
  Score: Raw -713413.717019 + Penalty 2903.740733 = -710509.976286
  nChanged 507
		SP:Iteration 2F (46867.790000 sec): 3 clusters
  Score: Raw -713670.711941 + Penalty 2903.740733 = -710766.971208
  nChanged 430
		SP:Iteration 3F (46867.990000 sec): 3 clusters
  Score: Raw -713902.804607 + Penalty 2903.740733 = -710999.063874
  nChanged 440
		SP:Iteration 4F (46868.180000 sec): 3 clusters
  Score: Raw -714108.649020 + Penalty 2903.740733 = -711204.908287
  nChanged 357
		SP:Iteration 5Q (46868.420000 sec): 3 clusters
  Score: Raw -714292.543647 + Penalty 2903.740733 = -711388.802914
  nChanged 343
		SP:Iteration 6Q (46868.630000 sec): 3 clusters
  Score: Raw -714462.737858 + Penalty 2903.740733 = -711558.997125
  nChanged 312
		SP:Iteration 7Q (46868.820000 sec): 3 clusters
  Score: Raw -714625.444020 + Penalty 2903.740733 = -711721.703287
  nChanged 297
		SP:Iteration 8Q (46869.020000 sec): 3 clusters
  Score: Raw -714769.707861 + Penalty 2903.740733 = -711865.967128
  nChanged 253
		SP:Iteration 9Q (46869.220000 sec): 3 clusters
  Score: Raw -714894.048241 + Penalty 2903.740733 = -711990.307508
  nChanged 231
		SP:Iteration 10Q (46869.420000 sec): 3 clusters
  Score: Raw -715014.619520 + Penalty 2903.740733 = -712110.878787
  nChanged 226
		SP:Iteration 11Q (46869.540000 sec): 3 clusters
  Score: Raw -715149.067667 + Penalty 2903.740733 = -712245.326934
  nChanged 228
		SP:Iteration 12Q (46869.670000 sec): 3 clusters
  Score: Raw -715293.279217 + Penalty 2903.740733 = -712389.538484
  nChanged 170
		SP:Iteration 13Q (46869.790000 sec): 3 clusters
  Score: Raw -715393.265348 + Penalty 2903.740733 = -712489.524616
  nChanged 130
		SP:Iteration 14Q (46869.990000 sec): 3 clusters
  Score: Raw -715474.973253 + Penalty 2903.740733 = -712571.232520
  nChanged 125
		SP:Iteration 15Q (46870.110000 sec): 3 clusters
  Score: Raw -715557.211752 + Penalty 2903.740733 = -712653.471019
  nChanged 104
		SP:Iteration 16Q (46870.240000 sec): 3 clusters
  Score: Raw -715631.831186 + Penalty 2903.740733 = -712728.090453
  nChanged 85
		SP:Iteration 17Q (46870.360000 sec): 3 clusters
  Score: Raw -715698.204829 + Penalty 2903.740733 = -712794.464097
  nChanged 74
		SP:Iteration 18Q (46870.500000 sec): 3 clusters
  Score: Raw -715755.635939 + Penalty 2903.740733 = -712851.895206
  nChanged 59
		SP:Iteration 19Q (46870.620000 sec): 3 clusters
  Score: Raw -715802.875584 + Penalty 2903.740733 = -712899.134851
  nChanged 40
		SP:Iteration 20F (46870.820000 sec): 3 clusters
  Score: Raw -715833.075871 + Penalty 2903.740733 = -712929.335138
  nChanged 33
		SP:Iteration 21Q (46871.020000 sec): 3 clusters
  Score: Raw -715861.665562 + Penalty 2903.740733 = -712957.924829
  nChanged 26
		SP:Iteration 22Q (46871.220000 sec): 3 clusters
  Score: Raw -715883.200135 + Penalty 2903.740733 = -712979.459402
  nChanged 29
		SP:Iteration 23Q (46871.340000 sec): 3 clusters
  Score: Raw -715909.130564 + Penalty 2903.740733 = -713005.389832
  nChanged 18
		SP:Iteration 24Q (46871.450000 sec): 3 clusters
  Score: Raw -715924.491532 + Penalty 2903.740733 = -713020.750799
  nChanged 10
		SP:Iteration 25Q (46871.560000 sec): 3 clusters
  Score: Raw -715931.880347 + Penalty 2903.740733 = -713028.139614
  nChanged 6
		SP:Iteration 26Q (46871.680000 sec): 3 clusters
  Score: Raw -715936.805053 + Penalty 2903.740733 = -713033.064320
  nChanged 3
		SP:Iteration 27Q (46871.880000 sec): 3 clusters
  Score: Raw -715941.266818 + Penalty 2903.740733 = -713037.526086
  nChanged 6
		SP:Iteration 28Q (46872.080000 sec): 3 clusters
  Score: Raw -715946.644241 + Penalty 2903.740733 = -713042.903508
  nChanged 4
		SP:Iteration 29Q (46872.200000 sec): 3 clusters
  Score: Raw -715950.192942 + Penalty 2903.740733 = -713046.452209
  nChanged 1
		SP:Iteration 30Q (46872.310000 sec): 3 clusters
  Score: Raw -715951.266978 + Penalty 2903.740733 = -713047.526245
  nChanged 1
		SP:Iteration 31Q (46872.420000 sec): 3 clusters
  Score: Raw -715952.392837 + Penalty 2903.740733 = -713048.652104
  nChanged 0
		SP:Iteration 32F (46872.540000 sec): 3 clusters
  Score: Raw -715952.392837 + Penalty 2903.740733 = -713048.652104
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 85 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46872.640000 sec): 2 clusters
  Score: Raw -226557.352459 + Penalty 1295.805659 = -225261.546800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46872.810000 sec): 3 clusters
  Score: Raw -225177.577969 + Penalty 2591.611318 = -222585.966651
  nChanged 1078
		SP:Iteration 1F (46872.990000 sec): 3 clusters
  Score: Raw -225846.683238 + Penalty 2591.611318 = -223255.071920
  nChanged 250
		SP:Iteration 2F (46873.160000 sec): 3 clusters
  Score: Raw -226033.308557 + Penalty 2591.611318 = -223441.697240
  nChanged 169
		SP:Iteration 3F (46873.340000 sec): 3 clusters
  Score: Raw -226148.525131 + Penalty 2591.611318 = -223556.913813
  nChanged 127
		SP:Iteration 4Q (46873.520000 sec): 3 clusters
  Score: Raw -226243.457982 + Penalty 2591.611318 = -223651.846665
  nChanged 124
		SP:Iteration 5Q (46873.690000 sec): 3 clusters
  Score: Raw -226330.048329 + Penalty 2591.611318 = -223738.437012
  nChanged 94
		SP:Iteration 6Q (46873.760000 sec): 3 clusters
  Score: Raw -226400.656236 + Penalty 2591.611318 = -223809.044919
  nChanged 83
		SP:Iteration 7Q (46873.960000 sec): 3 clusters
  Score: Raw -226461.700257 + Penalty 2591.611318 = -223870.088940
  nChanged 79
		SP:Iteration 8Q (46874.020000 sec): 3 clusters
  Score: Raw -226514.564521 + Penalty 2591.611318 = -223922.953203
  nChanged 65
		SP:Iteration 9Q (46874.080000 sec): 3 clusters
  Score: Raw -226552.432558 + Penalty 2591.611318 = -223960.821241
  nChanged 54
		SP:Iteration 10Q (46874.140000 sec): 3 clusters
  Score: Raw -226582.055841 + Penalty 2591.611318 = -223990.444523
  nChanged 40
		SP:Iteration 11Q (46874.200000 sec): 3 clusters
  Score: Raw -226607.699788 + Penalty 2591.611318 = -224016.088471
  nChanged 41
		SP:Iteration 12Q (46874.260000 sec): 3 clusters
  Score: Raw -226631.259385 + Penalty 2591.611318 = -224039.648068
  nChanged 25
		SP:Iteration 13Q (46874.320000 sec): 3 clusters
  Score: Raw -226644.433353 + Penalty 2591.611318 = -224052.822035
  nChanged 31
		SP:Iteration 14Q (46874.380000 sec): 3 clusters
  Score: Raw -226657.257939 + Penalty 2591.611318 = -224065.646622
  nChanged 23
		SP:Iteration 15Q (46874.440000 sec): 3 clusters
  Score: Raw -226664.247544 + Penalty 2591.611318 = -224072.636227
  nChanged 17
		SP:Iteration 16Q (46874.500000 sec): 3 clusters
  Score: Raw -226669.557464 + Penalty 2591.611318 = -224077.946147
  nChanged 19
		SP:Iteration 17Q (46874.560000 sec): 3 clusters
  Score: Raw -226676.804756 + Penalty 2591.611318 = -224085.193438
  nChanged 17
		SP:Iteration 18Q (46874.620000 sec): 3 clusters
  Score: Raw -226682.380363 + Penalty 2591.611318 = -224090.769046
  nChanged 13
		SP:Iteration 19Q (46874.680000 sec): 3 clusters
  Score: Raw -226687.054595 + Penalty 2591.611318 = -224095.443277
  nChanged 12
		SP:Iteration 20F (46874.740000 sec): 3 clusters
  Score: Raw -226690.333772 + Penalty 2591.611318 = -224098.722455
  nChanged 11
		SP:Iteration 21Q (46874.800000 sec): 3 clusters
  Score: Raw -226694.106507 + Penalty 2591.611318 = -224102.495190
  nChanged 7
		SP:Iteration 22Q (46874.860000 sec): 3 clusters
  Score: Raw -226696.488695 + Penalty 2591.611318 = -224104.877378
  nChanged 9
		SP:Iteration 23Q (46874.910000 sec): 3 clusters
  Score: Raw -226700.212555 + Penalty 2591.611318 = -224108.601237
  nChanged 12
		SP:Iteration 24Q (46874.970000 sec): 3 clusters
  Score: Raw -226706.061496 + Penalty 2591.611318 = -224114.450178
  nChanged 14
		SP:Iteration 25Q (46875.030000 sec): 3 clusters
  Score: Raw -226709.753405 + Penalty 2591.611318 = -224118.142087
  nChanged 7
		SP:Iteration 26Q (46875.090000 sec): 3 clusters
  Score: Raw -226711.524584 + Penalty 2591.611318 = -224119.913266
  nChanged 3
		SP:Iteration 27Q (46875.150000 sec): 3 clusters
  Score: Raw -226712.481659 + Penalty 2591.611318 = -224120.870342
  nChanged 2
		SP:Iteration 28Q (46875.210000 sec): 3 clusters
  Score: Raw -226713.507811 + Penalty 2591.611318 = -224121.896493
  nChanged 0
		SP:Iteration 29F (46875.270000 sec): 3 clusters
  Score: Raw -226713.507811 + Penalty 2591.611318 = -224121.896493
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 86 (560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46875.310000 sec): 2 clusters
  Score: Raw -35383.920690 + Penalty 1028.289727 = -34355.630963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46875.340000 sec): 3 clusters
  Score: Raw -35322.950682 + Penalty 2056.579455 = -33266.371228
  nChanged 135
		SP:Iteration 1F (46875.350000 sec): 3 clusters
  Score: Raw -35496.689220 + Penalty 2056.579455 = -33440.109765
  nChanged 39
		SP:Iteration 2F (46875.370000 sec): 3 clusters
  Score: Raw -35576.618388 + Penalty 2056.579455 = -33520.038934
  nChanged 23
		SP:Iteration 3Q (46875.380000 sec): 3 clusters
  Score: Raw -35629.338121 + Penalty 2056.579455 = -33572.758666
  nChanged 19
		SP:Iteration 4Q (46875.440000 sec): 3 clusters
  Score: Raw -35654.132282 + Penalty 2056.579455 = -33597.552828
  nChanged 4
		SP:Iteration 5Q (46875.460000 sec): 3 clusters
  Score: Raw -35662.758354 + Penalty 2056.579455 = -33606.178900
  nChanged 3
		SP:Iteration 6Q (46875.480000 sec): 3 clusters
  Score: Raw -35672.647324 + Penalty 2056.579455 = -33616.067870
  nChanged 4
		SP:Iteration 7Q (46875.490000 sec): 3 clusters
  Score: Raw -35677.583946 + Penalty 2056.579455 = -33621.004492
  nChanged 3
		SP:Iteration 8Q (46875.510000 sec): 3 clusters
  Score: Raw -35688.621149 + Penalty 2056.579455 = -33632.041694
  nChanged 3
		SP:Iteration 9Q (46875.520000 sec): 3 clusters
  Score: Raw -35692.366204 + Penalty 2056.579455 = -33635.786749
  nChanged 1
		SP:Iteration 10Q (46875.540000 sec): 3 clusters
  Score: Raw -35692.907153 + Penalty 2056.579455 = -33636.327698
  nChanged 3
		SP:Iteration 11Q (46875.550000 sec): 3 clusters
  Score: Raw -35696.594371 + Penalty 2056.579455 = -33640.014917
  nChanged 0
		SP:Iteration 12F (46875.570000 sec): 3 clusters
  Score: Raw -35696.594371 + Penalty 2056.579455 = -33640.014917
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 87 (2167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46875.640000 sec): 2 clusters
  Score: Raw -172862.575516 + Penalty 1248.178588 = -171614.396929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46875.680000 sec): 3 clusters
  Score: Raw -171935.819969 + Penalty 2496.357175 = -169439.462794
  nChanged 783
		SP:Iteration 1F (46875.720000 sec): 3 clusters
  Score: Raw -172484.690482 + Penalty 2496.357175 = -169988.333307
  nChanged 176
		SP:Iteration 2F (46875.760000 sec): 3 clusters
  Score: Raw -172622.971222 + Penalty 2496.357175 = -170126.614046
  nChanged 101
		SP:Iteration 3Q (46875.810000 sec): 3 clusters
  Score: Raw -172713.190538 + Penalty 2496.357175 = -170216.833363
  nChanged 91
		SP:Iteration 4Q (46875.850000 sec): 3 clusters
  Score: Raw -172794.564579 + Penalty 2496.357175 = -170298.207403
  nChanged 77
		SP:Iteration 5Q (46875.890000 sec): 3 clusters
  Score: Raw -172851.419992 + Penalty 2496.357175 = -170355.062816
  nChanged 68
		SP:Iteration 6Q (46875.940000 sec): 3 clusters
  Score: Raw -172901.291846 + Penalty 2496.357175 = -170404.934671
  nChanged 64
		SP:Iteration 7Q (46875.980000 sec): 3 clusters
  Score: Raw -172945.901287 + Penalty 2496.357175 = -170449.544111
  nChanged 42
		SP:Iteration 8Q (46876.020000 sec): 3 clusters
  Score: Raw -172973.665051 + Penalty 2496.357175 = -170477.307875
  nChanged 40
		SP:Iteration 9Q (46876.070000 sec): 3 clusters
  Score: Raw -172997.389723 + Penalty 2496.357175 = -170501.032548
  nChanged 33
		SP:Iteration 10Q (46876.110000 sec): 3 clusters
  Score: Raw -173014.118014 + Penalty 2496.357175 = -170517.760839
  nChanged 24
		SP:Iteration 11Q (46876.160000 sec): 3 clusters
  Score: Raw -173027.163091 + Penalty 2496.357175 = -170530.805916
  nChanged 26
		SP:Iteration 12Q (46876.200000 sec): 3 clusters
  Score: Raw -173042.305969 + Penalty 2496.357175 = -170545.948794
  nChanged 26
		SP:Iteration 13Q (46876.240000 sec): 3 clusters
  Score: Raw -173063.139509 + Penalty 2496.357175 = -170566.782334
  nChanged 27
		SP:Iteration 14Q (46876.280000 sec): 3 clusters
  Score: Raw -173078.296832 + Penalty 2496.357175 = -170581.939656
  nChanged 24
		SP:Iteration 15Q (46876.320000 sec): 3 clusters
  Score: Raw -173095.325572 + Penalty 2496.357175 = -170598.968396
  nChanged 21
		SP:Iteration 16Q (46876.370000 sec): 3 clusters
  Score: Raw -173106.964212 + Penalty 2496.357175 = -170610.607037
  nChanged 18
		SP:Iteration 17Q (46876.410000 sec): 3 clusters
  Score: Raw -173120.238691 + Penalty 2496.357175 = -170623.881515
  nChanged 24
		SP:Iteration 18Q (46876.460000 sec): 3 clusters
  Score: Raw -173135.201087 + Penalty 2496.357175 = -170638.843911
  nChanged 23
		SP:Iteration 19Q (46876.500000 sec): 3 clusters
  Score: Raw -173147.873893 + Penalty 2496.357175 = -170651.516717
  nChanged 13
		SP:Iteration 20F (46876.540000 sec): 3 clusters
  Score: Raw -173157.143151 + Penalty 2496.357175 = -170660.785975
  nChanged 16
		SP:Iteration 21Q (46876.580000 sec): 3 clusters
  Score: Raw -173169.402016 + Penalty 2496.357175 = -170673.044841
  nChanged 14
		SP:Iteration 22Q (46876.630000 sec): 3 clusters
  Score: Raw -173179.612770 + Penalty 2496.357175 = -170683.255595
  nChanged 21
		SP:Iteration 23Q (46876.670000 sec): 3 clusters
  Score: Raw -173195.382416 + Penalty 2496.357175 = -170699.025241
  nChanged 26
		SP:Iteration 24Q (46876.710000 sec): 3 clusters
  Score: Raw -173213.826854 + Penalty 2496.357175 = -170717.469678
  nChanged 26
		SP:Iteration 25Q (46876.760000 sec): 3 clusters
  Score: Raw -173233.360880 + Penalty 2496.357175 = -170737.003704
  nChanged 20
		SP:Iteration 26Q (46876.800000 sec): 3 clusters
  Score: Raw -173249.481146 + Penalty 2496.357175 = -170753.123971
  nChanged 19
		SP:Iteration 27Q (46876.840000 sec): 3 clusters
  Score: Raw -173264.798483 + Penalty 2496.357175 = -170768.441308
  nChanged 17
		SP:Iteration 28Q (46876.880000 sec): 3 clusters
  Score: Raw -173274.149648 + Penalty 2496.357175 = -170777.792473
  nChanged 17
		SP:Iteration 29Q (46876.920000 sec): 3 clusters
  Score: Raw -173283.943496 + Penalty 2496.357175 = -170787.586321
  nChanged 17
		SP:Iteration 30Q (46876.970000 sec): 3 clusters
  Score: Raw -173294.220044 + Penalty 2496.357175 = -170797.862869
  nChanged 17
		SP:Iteration 31Q (46877.010000 sec): 3 clusters
  Score: Raw -173304.557943 + Penalty 2496.357175 = -170808.200768
  nChanged 15
		SP:Iteration 32Q (46877.060000 sec): 3 clusters
  Score: Raw -173315.492122 + Penalty 2496.357175 = -170819.134947
  nChanged 15
		SP:Iteration 33Q (46877.100000 sec): 3 clusters
  Score: Raw -173323.975221 + Penalty 2496.357175 = -170827.618046
  nChanged 13
		SP:Iteration 34Q (46877.140000 sec): 3 clusters
  Score: Raw -173331.259623 + Penalty 2496.357175 = -170834.902448
  nChanged 9
		SP:Iteration 35Q (46877.180000 sec): 3 clusters
  Score: Raw -173336.611013 + Penalty 2496.357175 = -170840.253838
  nChanged 9
		SP:Iteration 36Q (46877.220000 sec): 3 clusters
  Score: Raw -173342.644024 + Penalty 2496.357175 = -170846.286849
  nChanged 10
		SP:Iteration 37Q (46877.270000 sec): 3 clusters
  Score: Raw -173349.229644 + Penalty 2496.357175 = -170852.872469
  nChanged 10
		SP:Iteration 38Q (46877.350000 sec): 3 clusters
  Score: Raw -173356.553205 + Penalty 2496.357175 = -170860.196029
  nChanged 10
		SP:Iteration 39Q (46877.560000 sec): 3 clusters
  Score: Raw -173361.145441 + Penalty 2496.357175 = -170864.788265
  nChanged 7
		SP:Iteration 40F (46877.720000 sec): 3 clusters
  Score: Raw -173365.274820 + Penalty 2496.357175 = -170868.917645
  nChanged 6
		SP:Iteration 41Q (46877.880000 sec): 3 clusters
  Score: Raw -173368.437907 + Penalty 2496.357175 = -170872.080731
  nChanged 9
		SP:Iteration 42Q (46878.040000 sec): 3 clusters
  Score: Raw -173372.800662 + Penalty 2496.357175 = -170876.443487
  nChanged 4
		SP:Iteration 43Q (46878.220000 sec): 3 clusters
  Score: Raw -173375.836751 + Penalty 2496.357175 = -170879.479576
  nChanged 9
		SP:Iteration 44Q (46878.280000 sec): 3 clusters
  Score: Raw -173382.212635 + Penalty 2496.357175 = -170885.855459
  nChanged 9
		SP:Iteration 45Q (46878.320000 sec): 3 clusters
  Score: Raw -173390.221651 + Penalty 2496.357175 = -170893.864475
  nChanged 8
		SP:Iteration 46Q (46878.370000 sec): 3 clusters
  Score: Raw -173396.039292 + Penalty 2496.357175 = -170899.682116
  nChanged 10
		SP:Iteration 47Q (46878.410000 sec): 3 clusters
  Score: Raw -173401.658555 + Penalty 2496.357175 = -170905.301380
  nChanged 8
		SP:Iteration 48Q (46878.450000 sec): 3 clusters
  Score: Raw -173406.821515 + Penalty 2496.357175 = -170910.464340
  nChanged 12
		SP:Iteration 49Q (46878.500000 sec): 3 clusters
  Score: Raw -173416.467573 + Penalty 2496.357175 = -170920.110398
  nChanged 11
		SP:Iteration 50Q (46878.540000 sec): 3 clusters
  Score: Raw -173424.957475 + Penalty 2496.357175 = -170928.600300
  nChanged 9
		SP:Iteration 51Q (46878.580000 sec): 3 clusters
  Score: Raw -173432.439419 + Penalty 2496.357175 = -170936.082244
  nChanged 13
		SP:Iteration 52Q (46878.620000 sec): 3 clusters
  Score: Raw -173441.444025 + Penalty 2496.357175 = -170945.086850
  nChanged 10
		SP:Iteration 53Q (46878.660000 sec): 3 clusters
  Score: Raw -173448.256615 + Penalty 2496.357175 = -170951.899439
  nChanged 10
		SP:Iteration 54Q (46878.710000 sec): 3 clusters
  Score: Raw -173456.173651 + Penalty 2496.357175 = -170959.816475
  nChanged 6
		SP:Iteration 55Q (46878.750000 sec): 3 clusters
  Score: Raw -173461.497801 + Penalty 2496.357175 = -170965.140626
  nChanged 6
		SP:Iteration 56Q (46878.790000 sec): 3 clusters
  Score: Raw -173468.082756 + Penalty 2496.357175 = -170971.725581
  nChanged 6
		SP:Iteration 57Q (46878.830000 sec): 3 clusters
  Score: Raw -173474.233128 + Penalty 2496.357175 = -170977.875953
  nChanged 7
		SP:Iteration 58Q (46878.880000 sec): 3 clusters
  Score: Raw -173478.497407 + Penalty 2496.357175 = -170982.140231
  nChanged 1
		SP:Iteration 59Q (46878.920000 sec): 3 clusters
  Score: Raw -173478.675257 + Penalty 2496.357175 = -170982.318082
  nChanged 1
		SP:Iteration 60F (46878.960000 sec): 3 clusters
  Score: Raw -173478.906470 + Penalty 2496.357175 = -170982.549295
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 88 (3339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46879.030000 sec): 2 clusters
  Score: Raw -265787.538389 + Penalty 1318.431829 = -264469.106560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46879.100000 sec): 3 clusters
  Score: Raw -264194.652258 + Penalty 2636.863658 = -261557.788600
  nChanged 1300
		SP:Iteration 1F (46879.170000 sec): 3 clusters
  Score: Raw -265044.001824 + Penalty 2636.863658 = -262407.138166
  nChanged 311
		SP:Iteration 2F (46879.240000 sec): 3 clusters
  Score: Raw -265317.420980 + Penalty 2636.863658 = -262680.557322
  nChanged 226
		SP:Iteration 3F (46879.310000 sec): 3 clusters
  Score: Raw -265485.931877 + Penalty 2636.863658 = -262849.068219
  nChanged 171
		SP:Iteration 4F (46879.370000 sec): 3 clusters
  Score: Raw -265614.807503 + Penalty 2636.863658 = -262977.943845
  nChanged 134
		SP:Iteration 5Q (46879.440000 sec): 3 clusters
  Score: Raw -265720.157243 + Penalty 2636.863658 = -263083.293585
  nChanged 126
		SP:Iteration 6Q (46879.510000 sec): 3 clusters
  Score: Raw -265831.715153 + Penalty 2636.863658 = -263194.851495
  nChanged 115
		SP:Iteration 7Q (46879.580000 sec): 3 clusters
  Score: Raw -265926.292030 + Penalty 2636.863658 = -263289.428372
  nChanged 105
		SP:Iteration 8Q (46879.640000 sec): 3 clusters
  Score: Raw -266005.109789 + Penalty 2636.863658 = -263368.246131
  nChanged 100
		SP:Iteration 9Q (46879.710000 sec): 3 clusters
  Score: Raw -266077.160489 + Penalty 2636.863658 = -263440.296831
  nChanged 99
		SP:Iteration 10Q (46879.780000 sec): 3 clusters
  Score: Raw -266171.797898 + Penalty 2636.863658 = -263534.934240
  nChanged 89
		SP:Iteration 11Q (46879.840000 sec): 3 clusters
  Score: Raw -266248.165251 + Penalty 2636.863658 = -263611.301593
  nChanged 85
		SP:Iteration 12Q (46879.910000 sec): 3 clusters
  Score: Raw -266308.177162 + Penalty 2636.863658 = -263671.313504
  nChanged 59
		SP:Iteration 13Q (46879.980000 sec): 3 clusters
  Score: Raw -266344.528791 + Penalty 2636.863658 = -263707.665133
  nChanged 46
		SP:Iteration 14Q (46880.040000 sec): 3 clusters
  Score: Raw -266374.071299 + Penalty 2636.863658 = -263737.207641
  nChanged 38
		SP:Iteration 15Q (46880.110000 sec): 3 clusters
  Score: Raw -266397.312269 + Penalty 2636.863658 = -263760.448611
  nChanged 32
		SP:Iteration 16Q (46880.170000 sec): 3 clusters
  Score: Raw -266415.269307 + Penalty 2636.863658 = -263778.405649
  nChanged 28
		SP:Iteration 17Q (46880.240000 sec): 3 clusters
  Score: Raw -266427.205520 + Penalty 2636.863658 = -263790.341862
  nChanged 15
		SP:Iteration 18Q (46880.300000 sec): 3 clusters
  Score: Raw -266433.527984 + Penalty 2636.863658 = -263796.664326
  nChanged 16
		SP:Iteration 19Q (46880.500000 sec): 3 clusters
  Score: Raw -266440.585376 + Penalty 2636.863658 = -263803.721718
  nChanged 12
		SP:Iteration 20F (46880.660000 sec): 3 clusters
  Score: Raw -266446.336030 + Penalty 2636.863658 = -263809.472372
  nChanged 13
		SP:Iteration 21Q (46880.830000 sec): 3 clusters
  Score: Raw -266450.507060 + Penalty 2636.863658 = -263813.643402
  nChanged 9
		SP:Iteration 22Q (46881.010000 sec): 3 clusters
  Score: Raw -266454.287911 + Penalty 2636.863658 = -263817.424253
  nChanged 7
		SP:Iteration 23Q (46881.160000 sec): 3 clusters
  Score: Raw -266457.024939 + Penalty 2636.863658 = -263820.161281
  nChanged 7
		SP:Iteration 24Q (46881.220000 sec): 3 clusters
  Score: Raw -266458.615249 + Penalty 2636.863658 = -263821.751591
  nChanged 7
		SP:Iteration 25Q (46881.290000 sec): 3 clusters
  Score: Raw -266461.839530 + Penalty 2636.863658 = -263824.975872
  nChanged 6
		SP:Iteration 26Q (46881.350000 sec): 3 clusters
  Score: Raw -266464.492391 + Penalty 2636.863658 = -263827.628733
  nChanged 7
		SP:Iteration 27Q (46881.420000 sec): 3 clusters
  Score: Raw -266466.944635 + Penalty 2636.863658 = -263830.080977
  nChanged 5
		SP:Iteration 28Q (46881.580000 sec): 3 clusters
  Score: Raw -266468.595227 + Penalty 2636.863658 = -263831.731569
  nChanged 4
		SP:Iteration 29Q (46881.740000 sec): 3 clusters
  Score: Raw -266469.625118 + Penalty 2636.863658 = -263832.761460
  nChanged 4
		SP:Iteration 30Q (46881.820000 sec): 3 clusters
  Score: Raw -266470.735597 + Penalty 2636.863658 = -263833.871939
  nChanged 5
		SP:Iteration 31Q (46881.880000 sec): 3 clusters
  Score: Raw -266472.092062 + Penalty 2636.863658 = -263835.228404
  nChanged 2
		SP:Iteration 32Q (46881.950000 sec): 3 clusters
  Score: Raw -266472.445946 + Penalty 2636.863658 = -263835.582288
  nChanged 2
		SP:Iteration 33Q (46882.010000 sec): 3 clusters
  Score: Raw -266472.750214 + Penalty 2636.863658 = -263835.886556
  nChanged 0
		SP:Iteration 34F (46882.080000 sec): 3 clusters
  Score: Raw -266472.750214 + Penalty 2636.863658 = -263835.886556
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 89 (5866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46882.200000 sec): 2 clusters
  Score: Raw -490126.719279 + Penalty 1410.000841 = -488716.718438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46882.410000 sec): 3 clusters
  Score: Raw -487004.562677 + Penalty 2820.001681 = -484184.560996
  nChanged 2452
		SP:Iteration 1F (46882.590000 sec): 3 clusters
  Score: Raw -488413.155288 + Penalty 2820.001681 = -485593.153607
  nChanged 493
		SP:Iteration 2F (46882.760000 sec): 3 clusters
  Score: Raw -488771.645329 + Penalty 2820.001681 = -485951.643647
  nChanged 400
		SP:Iteration 3F (46882.930000 sec): 3 clusters
  Score: Raw -489046.567746 + Penalty 2820.001681 = -486226.566065
  nChanged 335
		SP:Iteration 4F (46883.120000 sec): 3 clusters
  Score: Raw -489285.136187 + Penalty 2820.001681 = -486465.134506
  nChanged 300
		SP:Iteration 5F (46883.310000 sec): 3 clusters
  Score: Raw -489466.984017 + Penalty 2820.001681 = -486646.982336
  nChanged 236
		SP:Iteration 6Q (46883.530000 sec): 3 clusters
  Score: Raw -489601.639003 + Penalty 2820.001681 = -486781.637322
  nChanged 202
		SP:Iteration 7Q (46883.700000 sec): 3 clusters
  Score: Raw -489720.929334 + Penalty 2820.001681 = -486900.927653
  nChanged 201
		SP:Iteration 8Q (46883.910000 sec): 3 clusters
  Score: Raw -489835.294065 + Penalty 2820.001681 = -487015.292384
  nChanged 169
		SP:Iteration 9Q (46884.020000 sec): 3 clusters
  Score: Raw -489925.448023 + Penalty 2820.001681 = -487105.446342
  nChanged 146
		SP:Iteration 10Q (46884.200000 sec): 3 clusters
  Score: Raw -489999.975011 + Penalty 2820.001681 = -487179.973330
  nChanged 134
		SP:Iteration 11Q (46884.370000 sec): 3 clusters
  Score: Raw -490073.289665 + Penalty 2820.001681 = -487253.287984
  nChanged 114
		SP:Iteration 12Q (46884.540000 sec): 3 clusters
  Score: Raw -490130.541081 + Penalty 2820.001681 = -487310.539400
  nChanged 101
		SP:Iteration 13Q (46884.710000 sec): 3 clusters
  Score: Raw -490182.902805 + Penalty 2820.001681 = -487362.901124
  nChanged 90
		SP:Iteration 14Q (46884.860000 sec): 3 clusters
  Score: Raw -490222.157742 + Penalty 2820.001681 = -487402.156061
  nChanged 92
		SP:Iteration 15Q (46885.050000 sec): 3 clusters
  Score: Raw -490259.484309 + Penalty 2820.001681 = -487439.482628
  nChanged 72
		SP:Iteration 16Q (46885.260000 sec): 3 clusters
  Score: Raw -490282.127480 + Penalty 2820.001681 = -487462.125798
  nChanged 48
		SP:Iteration 17Q (46885.480000 sec): 3 clusters
  Score: Raw -490296.615739 + Penalty 2820.001681 = -487476.614058
  nChanged 41
		SP:Iteration 18Q (46885.680000 sec): 3 clusters
  Score: Raw -490308.667588 + Penalty 2820.001681 = -487488.665907
  nChanged 34
		SP:Iteration 19Q (46885.860000 sec): 3 clusters
  Score: Raw -490320.672372 + Penalty 2820.001681 = -487500.670691
  nChanged 39
		SP:Iteration 20F (46886.020000 sec): 3 clusters
  Score: Raw -490332.603767 + Penalty 2820.001681 = -487512.602086
  nChanged 31
		SP:Iteration 21Q (46886.180000 sec): 3 clusters
  Score: Raw -490340.990132 + Penalty 2820.001681 = -487520.988451
  nChanged 25
		SP:Iteration 22Q (46886.340000 sec): 3 clusters
  Score: Raw -490349.141395 + Penalty 2820.001681 = -487529.139714
  nChanged 23
		SP:Iteration 23Q (46886.540000 sec): 3 clusters
  Score: Raw -490356.206646 + Penalty 2820.001681 = -487536.204965
  nChanged 23
		SP:Iteration 24Q (46886.730000 sec): 3 clusters
  Score: Raw -490362.317711 + Penalty 2820.001681 = -487542.316030
  nChanged 21
		SP:Iteration 25Q (46886.940000 sec): 3 clusters
  Score: Raw -490368.347018 + Penalty 2820.001681 = -487548.345337
  nChanged 17
		SP:Iteration 26Q (46887.110000 sec): 3 clusters
  Score: Raw -490373.357124 + Penalty 2820.001681 = -487553.355443
  nChanged 18
		SP:Iteration 27Q (46887.280000 sec): 3 clusters
  Score: Raw -490377.175125 + Penalty 2820.001681 = -487557.173444
  nChanged 6
		SP:Iteration 28Q (46887.450000 sec): 3 clusters
  Score: Raw -490377.921847 + Penalty 2820.001681 = -487557.920166
  nChanged 5
		SP:Iteration 29Q (46887.620000 sec): 3 clusters
  Score: Raw -490378.566133 + Penalty 2820.001681 = -487558.564452
  nChanged 3
		SP:Iteration 30Q (46887.720000 sec): 3 clusters
  Score: Raw -490379.262032 + Penalty 2820.001681 = -487559.260351
  nChanged 3
		SP:Iteration 31Q (46887.820000 sec): 3 clusters
  Score: Raw -490379.618486 + Penalty 2820.001681 = -487559.616805
  nChanged 2
		SP:Iteration 32Q (46887.920000 sec): 3 clusters
  Score: Raw -490380.238115 + Penalty 2820.001681 = -487560.236434
  nChanged 3
		SP:Iteration 33Q (46888.020000 sec): 3 clusters
  Score: Raw -490380.943674 + Penalty 2820.001681 = -487560.941993
  nChanged 2
		SP:Iteration 34Q (46888.250000 sec): 3 clusters
  Score: Raw -490381.312187 + Penalty 2820.001681 = -487561.310506
  nChanged 0
		SP:Iteration 35F (46888.320000 sec): 3 clusters
  Score: Raw -490381.312187 + Penalty 2820.001681 = -487561.310506
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 90 (5149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46888.400000 sec): 2 clusters
  Score: Raw -435939.988516 + Penalty 1388.815643 = -434551.172874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46888.500000 sec): 3 clusters
  Score: Raw -433280.207886 + Penalty 2777.631285 = -430502.576601
  nChanged 2115
		SP:Iteration 1F (46888.600000 sec): 3 clusters
  Score: Raw -434551.694674 + Penalty 2777.631285 = -431774.063389
  nChanged 422
		SP:Iteration 2F (46888.690000 sec): 3 clusters
  Score: Raw -434850.927400 + Penalty 2777.631285 = -432073.296115
  nChanged 331
		SP:Iteration 3F (46888.870000 sec): 3 clusters
  Score: Raw -435075.019263 + Penalty 2777.631285 = -432297.387978
  nChanged 279
		SP:Iteration 4F (46888.960000 sec): 3 clusters
  Score: Raw -435282.852985 + Penalty 2777.631285 = -432505.221700
  nChanged 278
		SP:Iteration 5F (46889.180000 sec): 3 clusters
  Score: Raw -435491.437911 + Penalty 2777.631285 = -432713.806626
  nChanged 253
		SP:Iteration 6Q (46889.350000 sec): 3 clusters
  Score: Raw -435686.203997 + Penalty 2777.631285 = -432908.572712
  nChanged 262
		SP:Iteration 7F (46889.540000 sec): 3 clusters
  Score: Raw -435903.188709 + Penalty 2777.631285 = -433125.557424
  nChanged 235
		SP:Iteration 8Q (46889.680000 sec): 3 clusters
  Score: Raw -436121.665613 + Penalty 2777.631285 = -433344.034328
  nChanged 246
		SP:Iteration 9Q (46889.860000 sec): 3 clusters
  Score: Raw -436317.536108 + Penalty 2777.631285 = -433539.904823
  nChanged 202
		SP:Iteration 10Q (46890.030000 sec): 3 clusters
  Score: Raw -436463.361566 + Penalty 2777.631285 = -433685.730281
  nChanged 161
		SP:Iteration 11Q (46890.200000 sec): 3 clusters
  Score: Raw -436581.036590 + Penalty 2777.631285 = -433803.405305
  nChanged 155
		SP:Iteration 12Q (46890.380000 sec): 3 clusters
  Score: Raw -436686.808047 + Penalty 2777.631285 = -433909.176762
  nChanged 120
		SP:Iteration 13Q (46890.550000 sec): 3 clusters
  Score: Raw -436766.999263 + Penalty 2777.631285 = -433989.367978
  nChanged 111
		SP:Iteration 14Q (46890.770000 sec): 3 clusters
  Score: Raw -436843.392031 + Penalty 2777.631285 = -434065.760746
  nChanged 99
		SP:Iteration 15Q (46890.820000 sec): 3 clusters
  Score: Raw -436894.338040 + Penalty 2777.631285 = -434116.706755
  nChanged 56
		SP:Iteration 16Q (46891.000000 sec): 3 clusters
  Score: Raw -436920.125214 + Penalty 2777.631285 = -434142.493929
  nChanged 34
		SP:Iteration 17Q (46891.170000 sec): 3 clusters
  Score: Raw -436932.333887 + Penalty 2777.631285 = -434154.702602
  nChanged 29
		SP:Iteration 18Q (46891.350000 sec): 3 clusters
  Score: Raw -436942.417660 + Penalty 2777.631285 = -434164.786375
  nChanged 21
		SP:Iteration 19Q (46891.520000 sec): 3 clusters
  Score: Raw -436947.521653 + Penalty 2777.631285 = -434169.890368
  nChanged 13
		SP:Iteration 20F (46891.700000 sec): 3 clusters
  Score: Raw -436954.636102 + Penalty 2777.631285 = -434177.004817
  nChanged 21
		SP:Iteration 21Q (46891.870000 sec): 3 clusters
  Score: Raw -436961.222099 + Penalty 2777.631285 = -434183.590814
  nChanged 11
		SP:Iteration 22Q (46891.960000 sec): 3 clusters
  Score: Raw -436964.337850 + Penalty 2777.631285 = -434186.706565
  nChanged 13
		SP:Iteration 23Q (46892.170000 sec): 3 clusters
  Score: Raw -436967.573363 + Penalty 2777.631285 = -434189.942078
  nChanged 15
		SP:Iteration 24Q (46892.340000 sec): 3 clusters
  Score: Raw -436971.378510 + Penalty 2777.631285 = -434193.747225
  nChanged 11
		SP:Iteration 25Q (46892.470000 sec): 3 clusters
  Score: Raw -436973.556171 + Penalty 2777.631285 = -434195.924886
  nChanged 9
		SP:Iteration 26Q (46892.580000 sec): 3 clusters
  Score: Raw -436975.242973 + Penalty 2777.631285 = -434197.611688
  nChanged 5
		SP:Iteration 27Q (46892.670000 sec): 3 clusters
  Score: Raw -436976.670211 + Penalty 2777.631285 = -434199.038926
  nChanged 5
		SP:Iteration 28Q (46892.760000 sec): 3 clusters
  Score: Raw -436977.533809 + Penalty 2777.631285 = -434199.902524
  nChanged 2
		SP:Iteration 29Q (46892.950000 sec): 3 clusters
  Score: Raw -436977.815579 + Penalty 2777.631285 = -434200.184294
  nChanged 0
		SP:Iteration 30F (46893.130000 sec): 3 clusters
  Score: Raw -436977.815579 + Penalty 2777.631285 = -434200.184294
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 91 (3651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46893.220000 sec): 2 clusters
  Score: Raw -308138.739283 + Penalty 1332.947912 = -306805.791371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46893.400000 sec): 3 clusters
  Score: Raw -306319.085727 + Penalty 2665.895824 = -303653.189903
  nChanged 1465
		SP:Iteration 1F (46893.570000 sec): 3 clusters
  Score: Raw -307256.151217 + Penalty 2665.895824 = -304590.255393
  nChanged 348
		SP:Iteration 2F (46893.650000 sec): 3 clusters
  Score: Raw -307542.787250 + Penalty 2665.895824 = -304876.891426
  nChanged 252
		SP:Iteration 3F (46893.720000 sec): 3 clusters
  Score: Raw -307742.640312 + Penalty 2665.895824 = -305076.744488
  nChanged 194
		SP:Iteration 4F (46893.800000 sec): 3 clusters
  Score: Raw -307867.964833 + Penalty 2665.895824 = -305202.069009
  nChanged 141
		SP:Iteration 5Q (46893.880000 sec): 3 clusters
  Score: Raw -307968.761810 + Penalty 2665.895824 = -305302.865986
  nChanged 128
		SP:Iteration 6Q (46893.950000 sec): 3 clusters
  Score: Raw -308061.449506 + Penalty 2665.895824 = -305395.553682
  nChanged 121
		SP:Iteration 7Q (46894.030000 sec): 3 clusters
  Score: Raw -308134.406997 + Penalty 2665.895824 = -305468.511173
  nChanged 101
		SP:Iteration 8Q (46894.100000 sec): 3 clusters
  Score: Raw -308188.437719 + Penalty 2665.895824 = -305522.541895
  nChanged 62
		SP:Iteration 9Q (46894.180000 sec): 3 clusters
  Score: Raw -308216.991331 + Penalty 2665.895824 = -305551.095507
  nChanged 66
		SP:Iteration 10Q (46894.260000 sec): 3 clusters
  Score: Raw -308252.203192 + Penalty 2665.895824 = -305586.307368
  nChanged 55
		SP:Iteration 11Q (46894.330000 sec): 3 clusters
  Score: Raw -308278.649946 + Penalty 2665.895824 = -305612.754122
  nChanged 45
		SP:Iteration 12Q (46894.410000 sec): 3 clusters
  Score: Raw -308299.373556 + Penalty 2665.895824 = -305633.477731
  nChanged 50
		SP:Iteration 13Q (46894.480000 sec): 3 clusters
  Score: Raw -308323.512812 + Penalty 2665.895824 = -305657.616988
  nChanged 58
		SP:Iteration 14Q (46894.710000 sec): 3 clusters
  Score: Raw -308354.786031 + Penalty 2665.895824 = -305688.890207
  nChanged 47
		SP:Iteration 15Q (46894.860000 sec): 3 clusters
  Score: Raw -308374.334610 + Penalty 2665.895824 = -305708.438786
  nChanged 33
		SP:Iteration 16Q (46895.040000 sec): 3 clusters
  Score: Raw -308388.699642 + Penalty 2665.895824 = -305722.803818
  nChanged 31
		SP:Iteration 17Q (46895.110000 sec): 3 clusters
  Score: Raw -308400.674273 + Penalty 2665.895824 = -305734.778449
  nChanged 30
		SP:Iteration 18Q (46895.340000 sec): 3 clusters
  Score: Raw -308413.717350 + Penalty 2665.895824 = -305747.821526
  nChanged 25
		SP:Iteration 19Q (46895.480000 sec): 3 clusters
  Score: Raw -308427.081186 + Penalty 2665.895824 = -305761.185362
  nChanged 24
		SP:Iteration 20F (46895.660000 sec): 3 clusters
  Score: Raw -308435.026541 + Penalty 2665.895824 = -305769.130717
  nChanged 27
		SP:Iteration 21Q (46895.840000 sec): 3 clusters
  Score: Raw -308445.107503 + Penalty 2665.895824 = -305779.211679
  nChanged 24
		SP:Iteration 22Q (46896.010000 sec): 3 clusters
  Score: Raw -308455.680878 + Penalty 2665.895824 = -305789.785054
  nChanged 33
		SP:Iteration 23Q (46896.160000 sec): 3 clusters
  Score: Raw -308470.173133 + Penalty 2665.895824 = -305804.277309
  nChanged 38
		SP:Iteration 24Q (46896.240000 sec): 3 clusters
  Score: Raw -308487.356177 + Penalty 2665.895824 = -305821.460353
  nChanged 43
		SP:Iteration 25Q (46896.310000 sec): 3 clusters
  Score: Raw -308509.281965 + Penalty 2665.895824 = -305843.386141
  nChanged 45
		SP:Iteration 26Q (46896.390000 sec): 3 clusters
  Score: Raw -308531.242545 + Penalty 2665.895824 = -305865.346721
  nChanged 39
		SP:Iteration 27Q (46896.460000 sec): 3 clusters
  Score: Raw -308550.996583 + Penalty 2665.895824 = -305885.100759
  nChanged 40
		SP:Iteration 28Q (46896.540000 sec): 3 clusters
  Score: Raw -308570.252132 + Penalty 2665.895824 = -305904.356308
  nChanged 36
		SP:Iteration 29Q (46896.700000 sec): 3 clusters
  Score: Raw -308585.846584 + Penalty 2665.895824 = -305919.950760
  nChanged 38
		SP:Iteration 30Q (46896.780000 sec): 3 clusters
  Score: Raw -308602.042512 + Penalty 2665.895824 = -305936.146688
  nChanged 25
		SP:Iteration 31Q (46896.850000 sec): 3 clusters
  Score: Raw -308613.364659 + Penalty 2665.895824 = -305947.468835
  nChanged 33
		SP:Iteration 32Q (46896.920000 sec): 3 clusters
  Score: Raw -308626.343188 + Penalty 2665.895824 = -305960.447364
  nChanged 25
		SP:Iteration 33Q (46897.000000 sec): 3 clusters
  Score: Raw -308638.443793 + Penalty 2665.895824 = -305972.547969
  nChanged 24
		SP:Iteration 34Q (46897.080000 sec): 3 clusters
  Score: Raw -308649.468245 + Penalty 2665.895824 = -305983.572421
  nChanged 17
		SP:Iteration 35Q (46897.150000 sec): 3 clusters
  Score: Raw -308657.666873 + Penalty 2665.895824 = -305991.771049
  nChanged 21
		SP:Iteration 36Q (46897.230000 sec): 3 clusters
  Score: Raw -308664.456706 + Penalty 2665.895824 = -305998.560882
  nChanged 14
		SP:Iteration 37Q (46897.300000 sec): 3 clusters
  Score: Raw -308670.866212 + Penalty 2665.895824 = -306004.970388
  nChanged 13
		SP:Iteration 38Q (46897.380000 sec): 3 clusters
  Score: Raw -308677.236389 + Penalty 2665.895824 = -306011.340565
  nChanged 11
		SP:Iteration 39Q (46897.450000 sec): 3 clusters
  Score: Raw -308680.907485 + Penalty 2665.895824 = -306015.011661
  nChanged 8
		SP:Iteration 40F (46897.530000 sec): 3 clusters
  Score: Raw -308685.135381 + Penalty 2665.895824 = -306019.239557
  nChanged 9
		SP:Iteration 41Q (46897.600000 sec): 3 clusters
  Score: Raw -308687.980454 + Penalty 2665.895824 = -306022.084630
  nChanged 8
		SP:Iteration 42Q (46897.680000 sec): 3 clusters
  Score: Raw -308690.278732 + Penalty 2665.895824 = -306024.382908
  nChanged 6
		SP:Iteration 43Q (46897.750000 sec): 3 clusters
  Score: Raw -308692.764098 + Penalty 2665.895824 = -306026.868274
  nChanged 9
		SP:Iteration 44Q (46897.830000 sec): 3 clusters
  Score: Raw -308695.892432 + Penalty 2665.895824 = -306029.996608
  nChanged 6
		SP:Iteration 45Q (46897.900000 sec): 3 clusters
  Score: Raw -308698.038253 + Penalty 2665.895824 = -306032.142429
  nChanged 6
		SP:Iteration 46Q (46897.980000 sec): 3 clusters
  Score: Raw -308699.708894 + Penalty 2665.895824 = -306033.813070
  nChanged 8
		SP:Iteration 47Q (46898.200000 sec): 3 clusters
  Score: Raw -308703.054105 + Penalty 2665.895824 = -306037.158281
  nChanged 7
		SP:Iteration 48Q (46898.350000 sec): 3 clusters
  Score: Raw -308705.484363 + Penalty 2665.895824 = -306039.588539
  nChanged 6
		SP:Iteration 49Q (46898.420000 sec): 3 clusters
  Score: Raw -308708.294638 + Penalty 2665.895824 = -306042.398814
  nChanged 3
		SP:Iteration 50Q (46898.500000 sec): 3 clusters
  Score: Raw -308709.473095 + Penalty 2665.895824 = -306043.577271
  nChanged 3
		SP:Iteration 51Q (46898.570000 sec): 3 clusters
  Score: Raw -308710.637216 + Penalty 2665.895824 = -306044.741392
  nChanged 2
		SP:Iteration 52Q (46898.640000 sec): 3 clusters
  Score: Raw -308711.830141 + Penalty 2665.895824 = -306045.934317
  nChanged 1
		SP:Iteration 53Q (46898.760000 sec): 3 clusters
  Score: Raw -308712.101000 + Penalty 2665.895824 = -306046.205176
  nChanged 1
		SP:Iteration 54Q (46898.860000 sec): 3 clusters
  Score: Raw -308712.225838 + Penalty 2665.895824 = -306046.330014
  nChanged 0
		SP:Iteration 55F (46898.940000 sec): 3 clusters
  Score: Raw -308712.225838 + Penalty 2665.895824 = -306046.330014
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 92 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46899.000000 sec): 2 clusters
  Score: Raw -313756.109654 + Penalty 1311.725238 = -312444.384416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46899.080000 sec): 3 clusters
  Score: Raw -312248.555806 + Penalty 2623.450475 = -309625.105331
  nChanged 1203
		SP:Iteration 1F (46899.140000 sec): 3 clusters
  Score: Raw -313014.411748 + Penalty 2623.450475 = -310390.961273
  nChanged 310
		SP:Iteration 2F (46899.200000 sec): 3 clusters
  Score: Raw -313261.772553 + Penalty 2623.450475 = -310638.322078
  nChanged 234
		SP:Iteration 3F (46899.260000 sec): 3 clusters
  Score: Raw -313460.785132 + Penalty 2623.450475 = -310837.334657
  nChanged 208
		SP:Iteration 4F (46899.330000 sec): 3 clusters
  Score: Raw -313622.243532 + Penalty 2623.450475 = -310998.793057
  nChanged 156
		SP:Iteration 5Q (46899.390000 sec): 3 clusters
  Score: Raw -313732.715686 + Penalty 2623.450475 = -311109.265211
  nChanged 99
		SP:Iteration 6Q (46899.490000 sec): 3 clusters
  Score: Raw -313801.910206 + Penalty 2623.450475 = -311178.459731
  nChanged 78
		SP:Iteration 7Q (46899.670000 sec): 3 clusters
  Score: Raw -313845.972850 + Penalty 2623.450475 = -311222.522375
  nChanged 42
		SP:Iteration 8Q (46899.840000 sec): 3 clusters
  Score: Raw -313864.824203 + Penalty 2623.450475 = -311241.373728
  nChanged 32
		SP:Iteration 9Q (46900.020000 sec): 3 clusters
  Score: Raw -313878.388574 + Penalty 2623.450475 = -311254.938099
  nChanged 28
		SP:Iteration 10Q (46900.200000 sec): 3 clusters
  Score: Raw -313892.977975 + Penalty 2623.450475 = -311269.527499
  nChanged 23
		SP:Iteration 11Q (46900.370000 sec): 3 clusters
  Score: Raw -313902.074210 + Penalty 2623.450475 = -311278.623735
  nChanged 17
		SP:Iteration 12Q (46900.550000 sec): 3 clusters
  Score: Raw -313908.612595 + Penalty 2623.450475 = -311285.162120
  nChanged 8
		SP:Iteration 13Q (46900.720000 sec): 3 clusters
  Score: Raw -313912.005416 + Penalty 2623.450475 = -311288.554941
  nChanged 8
		SP:Iteration 14Q (46900.900000 sec): 3 clusters
  Score: Raw -313916.076973 + Penalty 2623.450475 = -311292.626498
  nChanged 6
		SP:Iteration 15Q (46900.970000 sec): 3 clusters
  Score: Raw -313919.117334 + Penalty 2623.450475 = -311295.666859
  nChanged 7
		SP:Iteration 16Q (46901.040000 sec): 3 clusters
  Score: Raw -313922.292970 + Penalty 2623.450475 = -311298.842495
  nChanged 9
		SP:Iteration 17Q (46901.110000 sec): 3 clusters
  Score: Raw -313926.544095 + Penalty 2623.450475 = -311303.093620
  nChanged 16
		SP:Iteration 18Q (46901.170000 sec): 3 clusters
  Score: Raw -313933.331912 + Penalty 2623.450475 = -311309.881437
  nChanged 13
		SP:Iteration 19Q (46901.240000 sec): 3 clusters
  Score: Raw -313940.903526 + Penalty 2623.450475 = -311317.453051
  nChanged 12
		SP:Iteration 20F (46901.300000 sec): 3 clusters
  Score: Raw -313947.516190 + Penalty 2623.450475 = -311324.065715
  nChanged 20
		SP:Iteration 21Q (46901.370000 sec): 3 clusters
  Score: Raw -313956.572128 + Penalty 2623.450475 = -311333.121653
  nChanged 10
		SP:Iteration 22Q (46901.440000 sec): 3 clusters
  Score: Raw -313960.514041 + Penalty 2623.450475 = -311337.063566
  nChanged 9
		SP:Iteration 23Q (46901.500000 sec): 3 clusters
  Score: Raw -313965.020879 + Penalty 2623.450475 = -311341.570403
  nChanged 13
		SP:Iteration 24Q (46901.570000 sec): 3 clusters
  Score: Raw -313969.391510 + Penalty 2623.450475 = -311345.941035
  nChanged 11
		SP:Iteration 25Q (46901.640000 sec): 3 clusters
  Score: Raw -313973.276694 + Penalty 2623.450475 = -311349.826219
  nChanged 10
		SP:Iteration 26Q (46901.700000 sec): 3 clusters
  Score: Raw -313979.896015 + Penalty 2623.450475 = -311356.445540
  nChanged 15
		SP:Iteration 27Q (46901.770000 sec): 3 clusters
  Score: Raw -313987.629159 + Penalty 2623.450475 = -311364.178684
  nChanged 16
		SP:Iteration 28Q (46901.840000 sec): 3 clusters
  Score: Raw -313995.965411 + Penalty 2623.450475 = -311372.514936
  nChanged 14
		SP:Iteration 29Q (46901.900000 sec): 3 clusters
  Score: Raw -314002.473972 + Penalty 2623.450475 = -311379.023497
  nChanged 14
		SP:Iteration 30Q (46902.060000 sec): 3 clusters
  Score: Raw -314009.308974 + Penalty 2623.450475 = -311385.858499
  nChanged 9
		SP:Iteration 31Q (46902.240000 sec): 3 clusters
  Score: Raw -314015.224722 + Penalty 2623.450475 = -311391.774247
  nChanged 13
		SP:Iteration 32Q (46902.420000 sec): 3 clusters
  Score: Raw -314021.775183 + Penalty 2623.450475 = -311398.324708
  nChanged 14
		SP:Iteration 33Q (46902.590000 sec): 3 clusters
  Score: Raw -314027.968635 + Penalty 2623.450475 = -311404.518160
  nChanged 13
		SP:Iteration 34Q (46902.720000 sec): 3 clusters
  Score: Raw -314034.383279 + Penalty 2623.450475 = -311410.932803
  nChanged 15
		SP:Iteration 35Q (46902.790000 sec): 3 clusters
  Score: Raw -314041.870669 + Penalty 2623.450475 = -311418.420194
  nChanged 13
		SP:Iteration 36Q (46902.850000 sec): 3 clusters
  Score: Raw -314048.906672 + Penalty 2623.450475 = -311425.456197
  nChanged 13
		SP:Iteration 37Q (46902.920000 sec): 3 clusters
  Score: Raw -314055.356162 + Penalty 2623.450475 = -311431.905687
  nChanged 21
		SP:Iteration 38Q (46903.130000 sec): 3 clusters
  Score: Raw -314072.516499 + Penalty 2623.450475 = -311449.066024
  nChanged 34
		SP:Iteration 39Q (46903.280000 sec): 3 clusters
  Score: Raw -314096.025100 + Penalty 2623.450475 = -311472.574625
  nChanged 38
		SP:Iteration 40F (46903.450000 sec): 3 clusters
  Score: Raw -314123.014720 + Penalty 2623.450475 = -311499.564245
  nChanged 35
		SP:Iteration 41Q (46903.650000 sec): 3 clusters
  Score: Raw -314144.750647 + Penalty 2623.450475 = -311521.300172
  nChanged 32
		SP:Iteration 42Q (46903.710000 sec): 3 clusters
  Score: Raw -314162.780534 + Penalty 2623.450475 = -311539.330059
  nChanged 27
		SP:Iteration 43Q (46903.780000 sec): 3 clusters
  Score: Raw -314178.965286 + Penalty 2623.450475 = -311555.514811
  nChanged 30
		SP:Iteration 44Q (46903.850000 sec): 3 clusters
  Score: Raw -314196.464524 + Penalty 2623.450475 = -311573.014049
  nChanged 30
		SP:Iteration 45Q (46903.910000 sec): 3 clusters
  Score: Raw -314213.924528 + Penalty 2623.450475 = -311590.474053
  nChanged 35
		SP:Iteration 46Q (46903.970000 sec): 3 clusters
  Score: Raw -314234.388791 + Penalty 2623.450475 = -311610.938315
  nChanged 28
		SP:Iteration 47Q (46904.080000 sec): 3 clusters
  Score: Raw -314248.520152 + Penalty 2623.450475 = -311625.069677
  nChanged 35
		SP:Iteration 48Q (46904.250000 sec): 3 clusters
  Score: Raw -314268.850527 + Penalty 2623.450475 = -311645.400052
  nChanged 30
		SP:Iteration 49Q (46904.430000 sec): 3 clusters
  Score: Raw -314284.801011 + Penalty 2623.450475 = -311661.350536
  nChanged 29
		SP:Iteration 50Q (46904.610000 sec): 3 clusters
  Score: Raw -314300.041810 + Penalty 2623.450475 = -311676.591334
  nChanged 30
		SP:Iteration 51Q (46904.780000 sec): 3 clusters
  Score: Raw -314318.631798 + Penalty 2623.450475 = -311695.181323
  nChanged 27
		SP:Iteration 52Q (46904.950000 sec): 3 clusters
  Score: Raw -314335.264717 + Penalty 2623.450475 = -311711.814242
  nChanged 31
		SP:Iteration 53Q (46905.130000 sec): 3 clusters
  Score: Raw -314356.565836 + Penalty 2623.450475 = -311733.115361
  nChanged 39
		SP:Iteration 54Q (46905.310000 sec): 3 clusters
  Score: Raw -314378.543297 + Penalty 2623.450475 = -311755.092822
  nChanged 28
		SP:Iteration 55Q (46905.480000 sec): 3 clusters
  Score: Raw -314396.923710 + Penalty 2623.450475 = -311773.473234
  nChanged 39
		SP:Iteration 56Q (46905.660000 sec): 3 clusters
  Score: Raw -314415.997562 + Penalty 2623.450475 = -311792.547087
  nChanged 31
		SP:Iteration 57Q (46905.830000 sec): 3 clusters
  Score: Raw -314431.199378 + Penalty 2623.450475 = -311807.748903
  nChanged 23
		SP:Iteration 58Q (46906.010000 sec): 3 clusters
  Score: Raw -314444.079024 + Penalty 2623.450475 = -311820.628549
  nChanged 21
		SP:Iteration 59Q (46906.190000 sec): 3 clusters
  Score: Raw -314454.902842 + Penalty 2623.450475 = -311831.452366
  nChanged 25
		SP:Iteration 60F (46906.360000 sec): 3 clusters
  Score: Raw -314466.812196 + Penalty 2623.450475 = -311843.361721
  nChanged 23
		SP:Iteration 61Q (46906.540000 sec): 3 clusters
  Score: Raw -314478.565871 + Penalty 2623.450475 = -311855.115396
  nChanged 16
		SP:Iteration 62Q (46906.710000 sec): 3 clusters
  Score: Raw -314485.414369 + Penalty 2623.450475 = -311861.963894
  nChanged 14
		SP:Iteration 63Q (46906.890000 sec): 3 clusters
  Score: Raw -314492.130912 + Penalty 2623.450475 = -311868.680436
  nChanged 12
		SP:Iteration 64Q (46907.070000 sec): 3 clusters
  Score: Raw -314497.104972 + Penalty 2623.450475 = -311873.654497
  nChanged 13
		SP:Iteration 65Q (46907.240000 sec): 3 clusters
  Score: Raw -314503.677999 + Penalty 2623.450475 = -311880.227524
  nChanged 11
		SP:Iteration 66Q (46907.310000 sec): 3 clusters
  Score: Raw -314507.457422 + Penalty 2623.450475 = -311884.006947
  nChanged 15
		SP:Iteration 67Q (46907.370000 sec): 3 clusters
  Score: Raw -314516.418533 + Penalty 2623.450475 = -311892.968058
  nChanged 15
		SP:Iteration 68Q (46907.430000 sec): 3 clusters
  Score: Raw -314523.985599 + Penalty 2623.450475 = -311900.535124
  nChanged 19
		SP:Iteration 69Q (46907.500000 sec): 3 clusters
  Score: Raw -314532.525888 + Penalty 2623.450475 = -311909.075413
  nChanged 14
		SP:Iteration 70Q (46907.560000 sec): 3 clusters
  Score: Raw -314538.332243 + Penalty 2623.450475 = -311914.881768
  nChanged 11
		SP:Iteration 71Q (46907.620000 sec): 3 clusters
  Score: Raw -314543.766331 + Penalty 2623.450475 = -311920.315856
  nChanged 6
		SP:Iteration 72Q (46907.690000 sec): 3 clusters
  Score: Raw -314546.675914 + Penalty 2623.450475 = -311923.225438
  nChanged 7
		SP:Iteration 73Q (46907.750000 sec): 3 clusters
  Score: Raw -314549.796114 + Penalty 2623.450475 = -311926.345638
  nChanged 7
		SP:Iteration 74Q (46907.810000 sec): 3 clusters
  Score: Raw -314553.383509 + Penalty 2623.450475 = -311929.933033
  nChanged 5
		SP:Iteration 75Q (46907.880000 sec): 3 clusters
  Score: Raw -314555.406759 + Penalty 2623.450475 = -311931.956284
  nChanged 5
		SP:Iteration 76Q (46907.940000 sec): 3 clusters
  Score: Raw -314557.354903 + Penalty 2623.450475 = -311933.904428
  nChanged 5
		SP:Iteration 77Q (46908.000000 sec): 3 clusters
  Score: Raw -314560.436019 + Penalty 2623.450475 = -311936.985544
  nChanged 6
		SP:Iteration 78Q (46908.070000 sec): 3 clusters
  Score: Raw -314563.337488 + Penalty 2623.450475 = -311939.887012
  nChanged 5
		SP:Iteration 79Q (46908.130000 sec): 3 clusters
  Score: Raw -314565.792568 + Penalty 2623.450475 = -311942.342093
  nChanged 7
		SP:Iteration 80F (46908.190000 sec): 3 clusters
  Score: Raw -314568.332332 + Penalty 2623.450475 = -311944.881857
  nChanged 4
		SP:Iteration 81Q (46908.250000 sec): 3 clusters
  Score: Raw -314569.566323 + Penalty 2623.450475 = -311946.115848
  nChanged 2
		SP:Iteration 82Q (46908.320000 sec): 3 clusters
  Score: Raw -314570.493175 + Penalty 2623.450475 = -311947.042700
  nChanged 4
		SP:Iteration 83Q (46908.380000 sec): 3 clusters
  Score: Raw -314572.244058 + Penalty 2623.450475 = -311948.793583
  nChanged 1
		SP:Iteration 84Q (46908.440000 sec): 3 clusters
  Score: Raw -314572.634246 + Penalty 2623.450475 = -311949.183771
  nChanged 1
		SP:Iteration 85Q (46908.510000 sec): 3 clusters
  Score: Raw -314572.890363 + Penalty 2623.450475 = -311949.439888
  nChanged 1
		SP:Iteration 86Q (46908.570000 sec): 3 clusters
  Score: Raw -314573.400073 + Penalty 2623.450475 = -311949.949598
  nChanged 1
		SP:Iteration 87Q (46908.720000 sec): 3 clusters
  Score: Raw -314573.897851 + Penalty 2623.450475 = -311950.447376
  nChanged 2
		SP:Iteration 88Q (46908.870000 sec): 3 clusters
  Score: Raw -314574.725988 + Penalty 2623.450475 = -311951.275513
  nChanged 2
		SP:Iteration 89Q (46909.050000 sec): 3 clusters
  Score: Raw -314575.388295 + Penalty 2623.450475 = -311951.937820
  nChanged 1
		SP:Iteration 90Q (46909.220000 sec): 3 clusters
  Score: Raw -314575.756236 + Penalty 2623.450475 = -311952.305761
  nChanged 1
		SP:Iteration 91Q (46909.400000 sec): 3 clusters
  Score: Raw -314576.138093 + Penalty 2623.450475 = -311952.687618
  nChanged 2
		SP:Iteration 92Q (46909.570000 sec): 3 clusters
  Score: Raw -314577.695382 + Penalty 2623.450475 = -311954.244907
  nChanged 2
		SP:Iteration 93Q (46909.750000 sec): 3 clusters
  Score: Raw -314578.299041 + Penalty 2623.450475 = -311954.848566
  nChanged 1
		SP:Iteration 94Q (46909.820000 sec): 3 clusters
  Score: Raw -314578.588510 + Penalty 2623.450475 = -311955.138034
  nChanged 2
		SP:Iteration 95Q (46909.880000 sec): 3 clusters
  Score: Raw -314579.334817 + Penalty 2623.450475 = -311955.884342
  nChanged 1
		SP:Iteration 96Q (46909.940000 sec): 3 clusters
  Score: Raw -314579.852410 + Penalty 2623.450475 = -311956.401935
  nChanged 1
		SP:Iteration 97Q (46910.010000 sec): 3 clusters
  Score: Raw -314580.082893 + Penalty 2623.450475 = -311956.632418
  nChanged 0
		SP:Iteration 98F (46910.150000 sec): 3 clusters
  Score: Raw -314580.082893 + Penalty 2623.450475 = -311956.632418
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 93 (4291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46910.280000 sec): 2 clusters
  Score: Raw -347297.301863 + Penalty 1359.194701 = -345938.107161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46910.500000 sec): 3 clusters
  Score: Raw -345143.724008 + Penalty 2718.389403 = -342425.334605
  nChanged 1713
		SP:Iteration 1F (46910.570000 sec): 3 clusters
  Score: Raw -346267.647867 + Penalty 2718.389403 = -343549.258465
  nChanged 396
		SP:Iteration 2F (46910.780000 sec): 3 clusters
  Score: Raw -346691.240820 + Penalty 2718.389403 = -343972.851417
  nChanged 333
		SP:Iteration 3F (46910.960000 sec): 3 clusters
  Score: Raw -346984.250893 + Penalty 2718.389403 = -344265.861490
  nChanged 252
		SP:Iteration 4F (46911.130000 sec): 3 clusters
  Score: Raw -347171.671841 + Penalty 2718.389403 = -344453.282438
  nChanged 173
		SP:Iteration 5Q (46911.310000 sec): 3 clusters
  Score: Raw -347276.627856 + Penalty 2718.389403 = -344558.238453
  nChanged 130
		SP:Iteration 6Q (46911.480000 sec): 3 clusters
  Score: Raw -347373.513663 + Penalty 2718.389403 = -344655.124260
  nChanged 132
		SP:Iteration 7Q (46911.660000 sec): 3 clusters
  Score: Raw -347494.294937 + Penalty 2718.389403 = -344775.905534
  nChanged 117
		SP:Iteration 8Q (46911.830000 sec): 3 clusters
  Score: Raw -347578.762102 + Penalty 2718.389403 = -344860.372700
  nChanged 101
		SP:Iteration 9Q (46912.010000 sec): 3 clusters
  Score: Raw -347642.220656 + Penalty 2718.389403 = -344923.831253
  nChanged 92
		SP:Iteration 10Q (46912.180000 sec): 3 clusters
  Score: Raw -347692.504093 + Penalty 2718.389403 = -344974.114690
  nChanged 74
		SP:Iteration 11Q (46912.360000 sec): 3 clusters
  Score: Raw -347728.577375 + Penalty 2718.389403 = -345010.187973
  nChanged 56
		SP:Iteration 12Q (46912.540000 sec): 3 clusters
  Score: Raw -347749.920964 + Penalty 2718.389403 = -345031.531561
  nChanged 42
		SP:Iteration 13Q (46912.710000 sec): 3 clusters
  Score: Raw -347767.593056 + Penalty 2718.389403 = -345049.203654
  nChanged 34
		SP:Iteration 14Q (46912.890000 sec): 3 clusters
  Score: Raw -347778.949162 + Penalty 2718.389403 = -345060.559759
  nChanged 22
		SP:Iteration 15Q (46913.060000 sec): 3 clusters
  Score: Raw -347784.666242 + Penalty 2718.389403 = -345066.276839
  nChanged 19
		SP:Iteration 16Q (46913.240000 sec): 3 clusters
  Score: Raw -347791.150398 + Penalty 2718.389403 = -345072.760995
  nChanged 20
		SP:Iteration 17Q (46913.420000 sec): 3 clusters
  Score: Raw -347795.824628 + Penalty 2718.389403 = -345077.435225
  nChanged 9
		SP:Iteration 18Q (46913.590000 sec): 3 clusters
  Score: Raw -347797.970357 + Penalty 2718.389403 = -345079.580954
  nChanged 6
		SP:Iteration 19Q (46913.770000 sec): 3 clusters
  Score: Raw -347799.459497 + Penalty 2718.389403 = -345081.070095
  nChanged 7
		SP:Iteration 20F (46913.940000 sec): 3 clusters
  Score: Raw -347801.486754 + Penalty 2718.389403 = -345083.097352
  nChanged 5
		SP:Iteration 21Q (46914.120000 sec): 3 clusters
  Score: Raw -347802.863831 + Penalty 2718.389403 = -345084.474429
  nChanged 7
		SP:Iteration 22Q (46914.300000 sec): 3 clusters
  Score: Raw -347805.006448 + Penalty 2718.389403 = -345086.617045
  nChanged 3
		SP:Iteration 23Q (46914.470000 sec): 3 clusters
  Score: Raw -347805.780648 + Penalty 2718.389403 = -345087.391246
  nChanged 6
		SP:Iteration 24Q (46914.650000 sec): 3 clusters
  Score: Raw -347807.474469 + Penalty 2718.389403 = -345089.085067
  nChanged 2
		SP:Iteration 25Q (46914.820000 sec): 3 clusters
  Score: Raw -347808.313102 + Penalty 2718.389403 = -345089.923699
  nChanged 4
		SP:Iteration 26Q (46915.000000 sec): 3 clusters
  Score: Raw -347809.401913 + Penalty 2718.389403 = -345091.012510
  nChanged 4
		SP:Iteration 27Q (46915.180000 sec): 3 clusters
  Score: Raw -347810.388037 + Penalty 2718.389403 = -345091.998635
  nChanged 3
		SP:Iteration 28Q (46915.350000 sec): 3 clusters
  Score: Raw -347811.167262 + Penalty 2718.389403 = -345092.777860
  nChanged 3
		SP:Iteration 29Q (46915.530000 sec): 3 clusters
  Score: Raw -347811.788601 + Penalty 2718.389403 = -345093.399198
  nChanged 3
		SP:Iteration 30Q (46915.700000 sec): 3 clusters
  Score: Raw -347813.072132 + Penalty 2718.389403 = -345094.682730
  nChanged 4
		SP:Iteration 31Q (46915.880000 sec): 3 clusters
  Score: Raw -347814.574905 + Penalty 2718.389403 = -345096.185503
  nChanged 2
		SP:Iteration 32Q (46916.060000 sec): 3 clusters
  Score: Raw -347815.382014 + Penalty 2718.389403 = -345096.992611
  nChanged 3
		SP:Iteration 33Q (46916.230000 sec): 3 clusters
  Score: Raw -347816.058698 + Penalty 2718.389403 = -345097.669296
  nChanged 1
		SP:Iteration 34Q (46916.410000 sec): 3 clusters
  Score: Raw -347816.191148 + Penalty 2718.389403 = -345097.801746
  nChanged 1
		SP:Iteration 35Q (46916.580000 sec): 3 clusters
  Score: Raw -347816.375992 + Penalty 2718.389403 = -345097.986589
  nChanged 1
		SP:Iteration 36Q (46916.760000 sec): 3 clusters
  Score: Raw -347816.562063 + Penalty 2718.389403 = -345098.172660
  nChanged 1
		SP:Iteration 37Q (46916.940000 sec): 3 clusters
  Score: Raw -347816.614267 + Penalty 2718.389403 = -345098.224865
  nChanged 0
		SP:Iteration 38F (46917.110000 sec): 3 clusters
  Score: Raw -347816.614267 + Penalty 2718.389403 = -345098.224865
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 94 (5949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46917.210000 sec): 2 clusters
  Score: Raw -492011.999000 + Penalty 1412.283993 = -490599.715008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46917.430000 sec): 3 clusters
  Score: Raw -488898.278822 + Penalty 2824.567986 = -486073.710836
  nChanged 2484
		SP:Iteration 1F (46917.600000 sec): 3 clusters
  Score: Raw -490808.675401 + Penalty 2824.567986 = -487984.107415
  nChanged 651
		SP:Iteration 2F (46917.770000 sec): 3 clusters
  Score: Raw -491449.984633 + Penalty 2824.567986 = -488625.416648
  nChanged 510
		SP:Iteration 3F (46917.940000 sec): 3 clusters
  Score: Raw -491875.034763 + Penalty 2824.567986 = -489050.466777
  nChanged 353
		SP:Iteration 4F (46918.190000 sec): 3 clusters
  Score: Raw -492105.736946 + Penalty 2824.567986 = -489281.168961
  nChanged 230
		SP:Iteration 5Q (46918.370000 sec): 3 clusters
  Score: Raw -492222.166624 + Penalty 2824.567986 = -489397.598638
  nChanged 147
		SP:Iteration 6Q (46918.530000 sec): 3 clusters
  Score: Raw -492289.700230 + Penalty 2824.567986 = -489465.132245
  nChanged 107
		SP:Iteration 7Q (46918.700000 sec): 3 clusters
  Score: Raw -492337.432920 + Penalty 2824.567986 = -489512.864935
  nChanged 94
		SP:Iteration 8Q (46918.870000 sec): 3 clusters
  Score: Raw -492374.011212 + Penalty 2824.567986 = -489549.443226
  nChanged 75
		SP:Iteration 9Q (46919.040000 sec): 3 clusters
  Score: Raw -492398.583491 + Penalty 2824.567986 = -489574.015505
  nChanged 46
		SP:Iteration 10Q (46919.210000 sec): 3 clusters
  Score: Raw -492411.995327 + Penalty 2824.567986 = -489587.427342
  nChanged 42
		SP:Iteration 11Q (46919.380000 sec): 3 clusters
  Score: Raw -492429.247207 + Penalty 2824.567986 = -489604.679222
  nChanged 38
		SP:Iteration 12Q (46919.550000 sec): 3 clusters
  Score: Raw -492440.128161 + Penalty 2824.567986 = -489615.560176
  nChanged 29
		SP:Iteration 13Q (46919.710000 sec): 3 clusters
  Score: Raw -492448.491054 + Penalty 2824.567986 = -489623.923069
  nChanged 20
		SP:Iteration 14Q (46919.930000 sec): 3 clusters
  Score: Raw -492453.945784 + Penalty 2824.567986 = -489629.377798
  nChanged 16
		SP:Iteration 15Q (46920.140000 sec): 3 clusters
  Score: Raw -492456.965150 + Penalty 2824.567986 = -489632.397165
  nChanged 8
		SP:Iteration 16Q (46920.270000 sec): 3 clusters
  Score: Raw -492458.719415 + Penalty 2824.567986 = -489634.151430
  nChanged 7
		SP:Iteration 17Q (46920.450000 sec): 3 clusters
  Score: Raw -492460.814080 + Penalty 2824.567986 = -489636.246094
  nChanged 6
		SP:Iteration 18Q (46920.610000 sec): 3 clusters
  Score: Raw -492462.248501 + Penalty 2824.567986 = -489637.680516
  nChanged 8
		SP:Iteration 19Q (46920.790000 sec): 3 clusters
  Score: Raw -492463.619935 + Penalty 2824.567986 = -489639.051950
  nChanged 6
		SP:Iteration 20F (46920.950000 sec): 3 clusters
  Score: Raw -492464.834677 + Penalty 2824.567986 = -489640.266691
  nChanged 8
		SP:Iteration 21Q (46921.120000 sec): 3 clusters
  Score: Raw -492467.643008 + Penalty 2824.567986 = -489643.075022
  nChanged 11
		SP:Iteration 22Q (46921.290000 sec): 3 clusters
  Score: Raw -492471.075439 + Penalty 2824.567986 = -489646.507453
  nChanged 13
		SP:Iteration 23Q (46921.460000 sec): 3 clusters
  Score: Raw -492475.213785 + Penalty 2824.567986 = -489650.645799
  nChanged 15
		SP:Iteration 24Q (46921.670000 sec): 3 clusters
  Score: Raw -492482.703783 + Penalty 2824.567986 = -489658.135797
  nChanged 20
		SP:Iteration 25Q (46921.890000 sec): 3 clusters
  Score: Raw -492490.662985 + Penalty 2824.567986 = -489666.094999
  nChanged 18
		SP:Iteration 26Q (46922.090000 sec): 3 clusters
  Score: Raw -492496.666033 + Penalty 2824.567986 = -489672.098047
  nChanged 20
		SP:Iteration 27Q (46922.250000 sec): 3 clusters
  Score: Raw -492501.411228 + Penalty 2824.567986 = -489676.843242
  nChanged 20
		SP:Iteration 28Q (46922.420000 sec): 3 clusters
  Score: Raw -492506.061874 + Penalty 2824.567986 = -489681.493889
  nChanged 9
		SP:Iteration 29Q (46922.590000 sec): 3 clusters
  Score: Raw -492507.428855 + Penalty 2824.567986 = -489682.860869
  nChanged 6
		SP:Iteration 30Q (46922.760000 sec): 3 clusters
  Score: Raw -492509.596437 + Penalty 2824.567986 = -489685.028451
  nChanged 11
		SP:Iteration 31Q (46922.930000 sec): 3 clusters
  Score: Raw -492513.765267 + Penalty 2824.567986 = -489689.197282
  nChanged 12
		SP:Iteration 32Q (46923.100000 sec): 3 clusters
  Score: Raw -492517.218748 + Penalty 2824.567986 = -489692.650763
  nChanged 16
		SP:Iteration 33Q (46923.270000 sec): 3 clusters
  Score: Raw -492522.078681 + Penalty 2824.567986 = -489697.510695
  nChanged 19
		SP:Iteration 34Q (46923.480000 sec): 3 clusters
  Score: Raw -492530.565248 + Penalty 2824.567986 = -489705.997262
  nChanged 22
		SP:Iteration 35Q (46923.650000 sec): 3 clusters
  Score: Raw -492539.077390 + Penalty 2824.567986 = -489714.509404
  nChanged 30
		SP:Iteration 36Q (46923.820000 sec): 3 clusters
  Score: Raw -492546.306864 + Penalty 2824.567986 = -489721.738878
  nChanged 19
		SP:Iteration 37Q (46923.990000 sec): 3 clusters
  Score: Raw -492551.314555 + Penalty 2824.567986 = -489726.746570
  nChanged 12
		SP:Iteration 38Q (46924.150000 sec): 3 clusters
  Score: Raw -492553.874560 + Penalty 2824.567986 = -489729.306574
  nChanged 8
		SP:Iteration 39Q (46924.320000 sec): 3 clusters
  Score: Raw -492555.589630 + Penalty 2824.567986 = -489731.021644
  nChanged 9
		SP:Iteration 40F (46924.530000 sec): 3 clusters
  Score: Raw -492557.376100 + Penalty 2824.567986 = -489732.808114
  nChanged 11
		SP:Iteration 41Q (46924.710000 sec): 3 clusters
  Score: Raw -492559.484617 + Penalty 2824.567986 = -489734.916631
  nChanged 11
		SP:Iteration 42Q (46924.870000 sec): 3 clusters
  Score: Raw -492561.772416 + Penalty 2824.567986 = -489737.204431
  nChanged 7
		SP:Iteration 43Q (46924.980000 sec): 3 clusters
  Score: Raw -492564.839842 + Penalty 2824.567986 = -489740.271856
  nChanged 17
		SP:Iteration 44Q (46925.080000 sec): 3 clusters
  Score: Raw -492568.953509 + Penalty 2824.567986 = -489744.385523
  nChanged 8
		SP:Iteration 45Q (46925.180000 sec): 3 clusters
  Score: Raw -492571.099996 + Penalty 2824.567986 = -489746.532010
  nChanged 9
		SP:Iteration 46Q (46925.380000 sec): 3 clusters
  Score: Raw -492573.432435 + Penalty 2824.567986 = -489748.864449
  nChanged 11
		SP:Iteration 47Q (46925.590000 sec): 3 clusters
  Score: Raw -492576.755838 + Penalty 2824.567986 = -489752.187852
  nChanged 12
		SP:Iteration 48Q (46925.730000 sec): 3 clusters
  Score: Raw -492580.587667 + Penalty 2824.567986 = -489756.019681
  nChanged 7
		SP:Iteration 49Q (46925.840000 sec): 3 clusters
  Score: Raw -492582.217363 + Penalty 2824.567986 = -489757.649378
  nChanged 7
		SP:Iteration 50Q (46925.940000 sec): 3 clusters
  Score: Raw -492583.894413 + Penalty 2824.567986 = -489759.326427
  nChanged 5
		SP:Iteration 51Q (46926.050000 sec): 3 clusters
  Score: Raw -492584.907814 + Penalty 2824.567986 = -489760.339828
  nChanged 2
		SP:Iteration 52Q (46926.150000 sec): 3 clusters
  Score: Raw -492585.287896 + Penalty 2824.567986 = -489760.719910
  nChanged 1
		SP:Iteration 53Q (46926.260000 sec): 3 clusters
  Score: Raw -492585.628766 + Penalty 2824.567986 = -489761.060780
  nChanged 1
		SP:Iteration 54Q (46926.370000 sec): 3 clusters
  Score: Raw -492585.783123 + Penalty 2824.567986 = -489761.215137
  nChanged 1
		SP:Iteration 55Q (46926.570000 sec): 3 clusters
  Score: Raw -492585.890283 + Penalty 2824.567986 = -489761.322298
  nChanged 0
		SP:Iteration 56F (46926.790000 sec): 3 clusters
  Score: Raw -492585.890283 + Penalty 2824.567986 = -489761.322298
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 95 (4255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46926.870000 sec): 2 clusters
  Score: Raw -321188.365926 + Penalty 1357.825632 = -319830.540294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46927.040000 sec): 3 clusters
  Score: Raw -319088.401097 + Penalty 2715.651263 = -316372.749834
  nChanged 1730
		SP:Iteration 1F (46927.270000 sec): 3 clusters
  Score: Raw -320203.261127 + Penalty 2715.651263 = -317487.609864
  nChanged 388
		SP:Iteration 2F (46927.410000 sec): 3 clusters
  Score: Raw -320546.588142 + Penalty 2715.651263 = -317830.936878
  nChanged 316
		SP:Iteration 3F (46927.570000 sec): 3 clusters
  Score: Raw -320773.334154 + Penalty 2715.651263 = -318057.682890
  nChanged 228
		SP:Iteration 4F (46927.660000 sec): 3 clusters
  Score: Raw -320926.428849 + Penalty 2715.651263 = -318210.777586
  nChanged 176
		SP:Iteration 5Q (46927.740000 sec): 3 clusters
  Score: Raw -321036.579112 + Penalty 2715.651263 = -318320.927849
  nChanged 145
		SP:Iteration 6Q (46927.820000 sec): 3 clusters
  Score: Raw -321121.744909 + Penalty 2715.651263 = -318406.093646
  nChanged 124
		SP:Iteration 7Q (46927.900000 sec): 3 clusters
  Score: Raw -321198.745459 + Penalty 2715.651263 = -318483.094195
  nChanged 93
		SP:Iteration 8Q (46927.990000 sec): 3 clusters
  Score: Raw -321255.831063 + Penalty 2715.651263 = -318540.179800
  nChanged 86
		SP:Iteration 9Q (46928.070000 sec): 3 clusters
  Score: Raw -321302.080200 + Penalty 2715.651263 = -318586.428936
  nChanged 67
		SP:Iteration 10Q (46928.150000 sec): 3 clusters
  Score: Raw -321337.566707 + Penalty 2715.651263 = -318621.915444
  nChanged 66
		SP:Iteration 11Q (46928.230000 sec): 3 clusters
  Score: Raw -321373.682042 + Penalty 2715.651263 = -318658.030778
  nChanged 55
		SP:Iteration 12Q (46928.400000 sec): 3 clusters
  Score: Raw -321398.847290 + Penalty 2715.651263 = -318683.196026
  nChanged 51
		SP:Iteration 13Q (46928.570000 sec): 3 clusters
  Score: Raw -321419.433945 + Penalty 2715.651263 = -318703.782682
  nChanged 45
		SP:Iteration 14Q (46928.750000 sec): 3 clusters
  Score: Raw -321436.935398 + Penalty 2715.651263 = -318721.284135
  nChanged 38
		SP:Iteration 15Q (46928.920000 sec): 3 clusters
  Score: Raw -321451.604148 + Penalty 2715.651263 = -318735.952884
  nChanged 32
		SP:Iteration 16Q (46929.100000 sec): 3 clusters
  Score: Raw -321462.824956 + Penalty 2715.651263 = -318747.173693
  nChanged 34
		SP:Iteration 17Q (46929.270000 sec): 3 clusters
  Score: Raw -321472.895404 + Penalty 2715.651263 = -318757.244141
  nChanged 24
		SP:Iteration 18Q (46929.450000 sec): 3 clusters
  Score: Raw -321479.191923 + Penalty 2715.651263 = -318763.540660
  nChanged 30
		SP:Iteration 19Q (46929.630000 sec): 3 clusters
  Score: Raw -321487.941550 + Penalty 2715.651263 = -318772.290287
  nChanged 17
		SP:Iteration 20F (46929.800000 sec): 3 clusters
  Score: Raw -321491.703488 + Penalty 2715.651263 = -318776.052224
  nChanged 11
		SP:Iteration 21Q (46929.980000 sec): 3 clusters
  Score: Raw -321494.255879 + Penalty 2715.651263 = -318778.604615
  nChanged 9
		SP:Iteration 22Q (46930.150000 sec): 3 clusters
  Score: Raw -321496.550083 + Penalty 2715.651263 = -318780.898819
  nChanged 6
		SP:Iteration 23Q (46930.330000 sec): 3 clusters
  Score: Raw -321497.776713 + Penalty 2715.651263 = -318782.125450
  nChanged 4
		SP:Iteration 24Q (46930.410000 sec): 3 clusters
  Score: Raw -321498.604712 + Penalty 2715.651263 = -318782.953449
  nChanged 5
		SP:Iteration 25Q (46930.490000 sec): 3 clusters
  Score: Raw -321499.640424 + Penalty 2715.651263 = -318783.989160
  nChanged 7
		SP:Iteration 26Q (46930.580000 sec): 3 clusters
  Score: Raw -321501.389883 + Penalty 2715.651263 = -318785.738620
  nChanged 4
		SP:Iteration 27Q (46930.660000 sec): 3 clusters
  Score: Raw -321502.848779 + Penalty 2715.651263 = -318787.197516
  nChanged 5
		SP:Iteration 28Q (46930.750000 sec): 3 clusters
  Score: Raw -321505.124738 + Penalty 2715.651263 = -318789.473474
  nChanged 9
		SP:Iteration 29Q (46930.830000 sec): 3 clusters
  Score: Raw -321508.765702 + Penalty 2715.651263 = -318793.114438
  nChanged 13
		SP:Iteration 30Q (46930.920000 sec): 3 clusters
  Score: Raw -321514.537211 + Penalty 2715.651263 = -318798.885947
  nChanged 12
		SP:Iteration 31Q (46931.000000 sec): 3 clusters
  Score: Raw -321518.134943 + Penalty 2715.651263 = -318802.483680
  nChanged 11
		SP:Iteration 32Q (46931.090000 sec): 3 clusters
  Score: Raw -321521.437020 + Penalty 2715.651263 = -318805.785756
  nChanged 8
		SP:Iteration 33Q (46931.310000 sec): 3 clusters
  Score: Raw -321523.057080 + Penalty 2715.651263 = -318807.405817
  nChanged 3
		SP:Iteration 34Q (46931.480000 sec): 3 clusters
  Score: Raw -321523.599826 + Penalty 2715.651263 = -318807.948563
  nChanged 6
		SP:Iteration 35Q (46931.660000 sec): 3 clusters
  Score: Raw -321524.860982 + Penalty 2715.651263 = -318809.209718
  nChanged 6
		SP:Iteration 36Q (46931.830000 sec): 3 clusters
  Score: Raw -321525.965577 + Penalty 2715.651263 = -318810.314314
  nChanged 5
		SP:Iteration 37Q (46931.990000 sec): 3 clusters
  Score: Raw -321526.880971 + Penalty 2715.651263 = -318811.229708
  nChanged 5
		SP:Iteration 38Q (46932.150000 sec): 3 clusters
  Score: Raw -321527.642713 + Penalty 2715.651263 = -318811.991449
  nChanged 2
		SP:Iteration 39Q (46932.320000 sec): 3 clusters
  Score: Raw -321527.913910 + Penalty 2715.651263 = -318812.262647
  nChanged 2
		SP:Iteration 40F (46932.480000 sec): 3 clusters
  Score: Raw -321528.220104 + Penalty 2715.651263 = -318812.568841
  nChanged 1
		SP:Iteration 41Q (46932.640000 sec): 3 clusters
  Score: Raw -321528.343179 + Penalty 2715.651263 = -318812.691916
  nChanged 1
		SP:Iteration 42Q (46932.810000 sec): 3 clusters
  Score: Raw -321528.710534 + Penalty 2715.651263 = -318813.059271
  nChanged 2
		SP:Iteration 43Q (46932.980000 sec): 3 clusters
  Score: Raw -321529.352874 + Penalty 2715.651263 = -318813.701611
  nChanged 2
		SP:Iteration 44Q (46933.180000 sec): 3 clusters
  Score: Raw -321530.535008 + Penalty 2715.651263 = -318814.883744
  nChanged 8
		SP:Iteration 45Q (46933.310000 sec): 3 clusters
  Score: Raw -321533.528718 + Penalty 2715.651263 = -318817.877455
  nChanged 11
		SP:Iteration 46Q (46933.470000 sec): 3 clusters
  Score: Raw -321536.913658 + Penalty 2715.651263 = -318821.262395
  nChanged 10
		SP:Iteration 47Q (46933.630000 sec): 3 clusters
  Score: Raw -321539.384643 + Penalty 2715.651263 = -318823.733379
  nChanged 6
		SP:Iteration 48Q (46933.790000 sec): 3 clusters
  Score: Raw -321541.592483 + Penalty 2715.651263 = -318825.941220
  nChanged 5
		SP:Iteration 49Q (46933.950000 sec): 3 clusters
  Score: Raw -321543.107032 + Penalty 2715.651263 = -318827.455768
  nChanged 5
		SP:Iteration 50Q (46934.110000 sec): 3 clusters
  Score: Raw -321545.114454 + Penalty 2715.651263 = -318829.463190
  nChanged 5
		SP:Iteration 51Q (46934.280000 sec): 3 clusters
  Score: Raw -321547.647627 + Penalty 2715.651263 = -318831.996363
  nChanged 7
		SP:Iteration 52Q (46934.440000 sec): 3 clusters
  Score: Raw -321549.264966 + Penalty 2715.651263 = -318833.613703
  nChanged 4
		SP:Iteration 53Q (46934.610000 sec): 3 clusters
  Score: Raw -321550.245048 + Penalty 2715.651263 = -318834.593785
  nChanged 2
		SP:Iteration 54Q (46934.790000 sec): 3 clusters
  Score: Raw -321550.913568 + Penalty 2715.651263 = -318835.262305
  nChanged 1
		SP:Iteration 55Q (46935.030000 sec): 3 clusters
  Score: Raw -321551.097853 + Penalty 2715.651263 = -318835.446590
  nChanged 0
		SP:Iteration 56F (46935.190000 sec): 3 clusters
  Score: Raw -321551.097853 + Penalty 2715.651263 = -318835.446590
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 96 (3305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46935.290000 sec): 2 clusters
  Score: Raw -196707.659995 + Penalty 1316.768660 = -195390.891335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46935.470000 sec): 3 clusters
  Score: Raw -195149.830125 + Penalty 2633.537319 = -192516.292805
  nChanged 1264
		SP:Iteration 1F (46935.640000 sec): 3 clusters
  Score: Raw -196087.662460 + Penalty 2633.537319 = -193454.125141
  nChanged 353
		SP:Iteration 2F (46935.820000 sec): 3 clusters
  Score: Raw -196491.751981 + Penalty 2633.537319 = -193858.214661
  nChanged 283
		SP:Iteration 3F (46936.000000 sec): 3 clusters
  Score: Raw -196826.300351 + Penalty 2633.537319 = -194192.763031
  nChanged 224
		SP:Iteration 4F (46936.140000 sec): 3 clusters
  Score: Raw -197063.655572 + Penalty 2633.537319 = -194430.118253
  nChanged 163
		SP:Iteration 5Q (46936.210000 sec): 3 clusters
  Score: Raw -197205.976105 + Penalty 2633.537319 = -194572.438785
  nChanged 116
		SP:Iteration 6Q (46936.280000 sec): 3 clusters
  Score: Raw -197329.187397 + Penalty 2633.537319 = -194695.650078
  nChanged 112
		SP:Iteration 7Q (46936.350000 sec): 3 clusters
  Score: Raw -197426.941998 + Penalty 2633.537319 = -194793.404678
  nChanged 84
		SP:Iteration 8Q (46936.420000 sec): 3 clusters
  Score: Raw -197485.722526 + Penalty 2633.537319 = -194852.185206
  nChanged 57
		SP:Iteration 9Q (46936.500000 sec): 3 clusters
  Score: Raw -197521.108964 + Penalty 2633.537319 = -194887.571645
  nChanged 43
		SP:Iteration 10Q (46936.560000 sec): 3 clusters
  Score: Raw -197545.134782 + Penalty 2633.537319 = -194911.597463
  nChanged 31
		SP:Iteration 11Q (46936.630000 sec): 3 clusters
  Score: Raw -197558.539700 + Penalty 2633.537319 = -194925.002381
  nChanged 18
		SP:Iteration 12Q (46936.700000 sec): 3 clusters
  Score: Raw -197565.618448 + Penalty 2633.537319 = -194932.081129
  nChanged 15
		SP:Iteration 13Q (46936.760000 sec): 3 clusters
  Score: Raw -197570.724397 + Penalty 2633.537319 = -194937.187077
  nChanged 14
		SP:Iteration 14Q (46936.830000 sec): 3 clusters
  Score: Raw -197575.925366 + Penalty 2633.537319 = -194942.388046
  nChanged 15
		SP:Iteration 15Q (46936.900000 sec): 3 clusters
  Score: Raw -197580.640944 + Penalty 2633.537319 = -194947.103625
  nChanged 8
		SP:Iteration 16Q (46936.960000 sec): 3 clusters
  Score: Raw -197582.833754 + Penalty 2633.537319 = -194949.296435
  nChanged 13
		SP:Iteration 17Q (46937.160000 sec): 3 clusters
  Score: Raw -197587.353993 + Penalty 2633.537319 = -194953.816673
  nChanged 16
		SP:Iteration 18Q (46937.340000 sec): 3 clusters
  Score: Raw -197591.294097 + Penalty 2633.537319 = -194957.756777
  nChanged 8
		SP:Iteration 19Q (46937.500000 sec): 3 clusters
  Score: Raw -197593.618748 + Penalty 2633.537319 = -194960.081429
  nChanged 11
		SP:Iteration 20F (46937.650000 sec): 3 clusters
  Score: Raw -197596.673612 + Penalty 2633.537319 = -194963.136292
  nChanged 11
		SP:Iteration 21Q (46937.820000 sec): 3 clusters
  Score: Raw -197602.225142 + Penalty 2633.537319 = -194968.687822
  nChanged 11
		SP:Iteration 22Q (46938.000000 sec): 3 clusters
  Score: Raw -197605.433472 + Penalty 2633.537319 = -194971.896153
  nChanged 7
		SP:Iteration 23Q (46938.180000 sec): 3 clusters
  Score: Raw -197607.145373 + Penalty 2633.537319 = -194973.608054
  nChanged 7
		SP:Iteration 24Q (46938.350000 sec): 3 clusters
  Score: Raw -197608.712796 + Penalty 2633.537319 = -194975.175476
  nChanged 2
		SP:Iteration 25Q (46938.530000 sec): 3 clusters
  Score: Raw -197609.228002 + Penalty 2633.537319 = -194975.690683
  nChanged 2
		SP:Iteration 26Q (46938.700000 sec): 3 clusters
  Score: Raw -197609.648320 + Penalty 2633.537319 = -194976.111000
  nChanged 5
		SP:Iteration 27Q (46938.880000 sec): 3 clusters
  Score: Raw -197611.272881 + Penalty 2633.537319 = -194977.735561
  nChanged 4
		SP:Iteration 28Q (46939.060000 sec): 3 clusters
  Score: Raw -197612.394173 + Penalty 2633.537319 = -194978.856853
  nChanged 5
		SP:Iteration 29Q (46939.210000 sec): 3 clusters
  Score: Raw -197614.201945 + Penalty 2633.537319 = -194980.664626
  nChanged 5
		SP:Iteration 30Q (46939.280000 sec): 3 clusters
  Score: Raw -197615.739863 + Penalty 2633.537319 = -194982.202543
  nChanged 2
		SP:Iteration 31Q (46939.340000 sec): 3 clusters
  Score: Raw -197616.252098 + Penalty 2633.537319 = -194982.714779
  nChanged 3
		SP:Iteration 32Q (46939.410000 sec): 3 clusters
  Score: Raw -197616.841258 + Penalty 2633.537319 = -194983.303939
  nChanged 4
		SP:Iteration 33Q (46939.480000 sec): 3 clusters
  Score: Raw -197617.877995 + Penalty 2633.537319 = -194984.340676
  nChanged 3
		SP:Iteration 34Q (46939.540000 sec): 3 clusters
  Score: Raw -197618.522485 + Penalty 2633.537319 = -194984.985165
  nChanged 1
		SP:Iteration 35Q (46939.610000 sec): 3 clusters
  Score: Raw -197618.593387 + Penalty 2633.537319 = -194985.056067
  nChanged 1
		SP:Iteration 36Q (46939.680000 sec): 3 clusters
  Score: Raw -197619.086231 + Penalty 2633.537319 = -194985.548912
  nChanged 1
		SP:Iteration 37Q (46939.740000 sec): 3 clusters
  Score: Raw -197619.321498 + Penalty 2633.537319 = -194985.784179
  nChanged 0
		SP:Iteration 38F (46939.810000 sec): 3 clusters
  Score: Raw -197619.321498 + Penalty 2633.537319 = -194985.784179
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 97 (3167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46939.890000 sec): 2 clusters
  Score: Raw -279774.925232 + Penalty 1309.837758 = -278465.087474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46939.950000 sec): 3 clusters
  Score: Raw -278330.098180 + Penalty 2619.675515 = -275710.422665
  nChanged 1184
		SP:Iteration 1F (46940.010000 sec): 3 clusters
  Score: Raw -279085.457037 + Penalty 2619.675515 = -276465.781521
  nChanged 270
		SP:Iteration 2F (46940.070000 sec): 3 clusters
  Score: Raw -279292.120105 + Penalty 2619.675515 = -276672.444589
  nChanged 204
		SP:Iteration 3F (46940.130000 sec): 3 clusters
  Score: Raw -279464.316739 + Penalty 2619.675515 = -276844.641224
  nChanged 160
		SP:Iteration 4F (46940.190000 sec): 3 clusters
  Score: Raw -279595.611765 + Penalty 2619.675515 = -276975.936250
  nChanged 130
		SP:Iteration 5Q (46940.250000 sec): 3 clusters
  Score: Raw -279710.654336 + Penalty 2619.675515 = -277090.978821
  nChanged 142
		SP:Iteration 6Q (46940.310000 sec): 3 clusters
  Score: Raw -279832.842182 + Penalty 2619.675515 = -277213.166667
  nChanged 112
		SP:Iteration 7Q (46940.370000 sec): 3 clusters
  Score: Raw -279919.794978 + Penalty 2619.675515 = -277300.119462
  nChanged 94
		SP:Iteration 8Q (46940.430000 sec): 3 clusters
  Score: Raw -279996.460917 + Penalty 2619.675515 = -277376.785402
  nChanged 101
		SP:Iteration 9Q (46940.490000 sec): 3 clusters
  Score: Raw -280085.169139 + Penalty 2619.675515 = -277465.493624
  nChanged 107
		SP:Iteration 10Q (46940.550000 sec): 3 clusters
  Score: Raw -280177.377475 + Penalty 2619.675515 = -277557.701960
  nChanged 103
		SP:Iteration 11Q (46940.610000 sec): 3 clusters
  Score: Raw -280252.728650 + Penalty 2619.675515 = -277633.053135
  nChanged 88
		SP:Iteration 12Q (46940.670000 sec): 3 clusters
  Score: Raw -280322.768819 + Penalty 2619.675515 = -277703.093303
  nChanged 74
		SP:Iteration 13Q (46940.730000 sec): 3 clusters
  Score: Raw -280381.677954 + Penalty 2619.675515 = -277762.002439
  nChanged 68
		SP:Iteration 14Q (46940.790000 sec): 3 clusters
  Score: Raw -280440.213870 + Penalty 2619.675515 = -277820.538355
  nChanged 56
		SP:Iteration 15Q (46940.840000 sec): 3 clusters
  Score: Raw -280472.936865 + Penalty 2619.675515 = -277853.261350
  nChanged 33
		SP:Iteration 16Q (46940.900000 sec): 3 clusters
  Score: Raw -280492.500913 + Penalty 2619.675515 = -277872.825397
  nChanged 25
		SP:Iteration 17Q (46940.960000 sec): 3 clusters
  Score: Raw -280508.065267 + Penalty 2619.675515 = -277888.389752
  nChanged 25
		SP:Iteration 18Q (46941.020000 sec): 3 clusters
  Score: Raw -280517.550892 + Penalty 2619.675515 = -277897.875376
  nChanged 20
		SP:Iteration 19Q (46941.080000 sec): 3 clusters
  Score: Raw -280526.621203 + Penalty 2619.675515 = -277906.945688
  nChanged 15
		SP:Iteration 20F (46941.150000 sec): 3 clusters
  Score: Raw -280531.853681 + Penalty 2619.675515 = -277912.178166
  nChanged 8
		SP:Iteration 21Q (46941.200000 sec): 3 clusters
  Score: Raw -280536.500533 + Penalty 2619.675515 = -277916.825018
  nChanged 6
		SP:Iteration 22Q (46941.360000 sec): 3 clusters
  Score: Raw -280537.535179 + Penalty 2619.675515 = -277917.859664
  nChanged 1
		SP:Iteration 23Q (46941.540000 sec): 3 clusters
  Score: Raw -280538.146327 + Penalty 2619.675515 = -277918.470812
  nChanged 0
		SP:Iteration 24F (46941.720000 sec): 3 clusters
  Score: Raw -280538.146327 + Penalty 2619.675515 = -277918.470812
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 98 (1906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46941.800000 sec): 2 clusters
  Score: Raw -167394.690736 + Penalty 1227.323839 = -166167.366897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46941.980000 sec): 3 clusters
  Score: Raw -166554.937589 + Penalty 2454.647677 = -164100.289911
  nChanged 696
		SP:Iteration 1F (46942.150000 sec): 3 clusters
  Score: Raw -167126.669310 + Penalty 2454.647677 = -164672.021633
  nChanged 181
		SP:Iteration 2F (46942.330000 sec): 3 clusters
  Score: Raw -167304.078321 + Penalty 2454.647677 = -164849.430644
  nChanged 105
		SP:Iteration 3F (46942.500000 sec): 3 clusters
  Score: Raw -167422.748036 + Penalty 2454.647677 = -164968.100358
  nChanged 94
		SP:Iteration 4Q (46942.600000 sec): 3 clusters
  Score: Raw -167523.000273 + Penalty 2454.647677 = -165068.352596
  nChanged 76
		SP:Iteration 5Q (46942.640000 sec): 3 clusters
  Score: Raw -167601.025610 + Penalty 2454.647677 = -165146.377933
  nChanged 49
		SP:Iteration 6Q (46942.670000 sec): 3 clusters
  Score: Raw -167645.474425 + Penalty 2454.647677 = -165190.826747
  nChanged 34
		SP:Iteration 7Q (46942.720000 sec): 3 clusters
  Score: Raw -167672.306217 + Penalty 2454.647677 = -165217.658539
  nChanged 31
		SP:Iteration 8Q (46942.760000 sec): 3 clusters
  Score: Raw -167696.741877 + Penalty 2454.647677 = -165242.094200
  nChanged 25
		SP:Iteration 9Q (46942.800000 sec): 3 clusters
  Score: Raw -167713.372339 + Penalty 2454.647677 = -165258.724662
  nChanged 18
		SP:Iteration 10Q (46942.840000 sec): 3 clusters
  Score: Raw -167722.663175 + Penalty 2454.647677 = -165268.015498
  nChanged 10
		SP:Iteration 11Q (46942.880000 sec): 3 clusters
  Score: Raw -167728.704806 + Penalty 2454.647677 = -165274.057129
  nChanged 7
		SP:Iteration 12Q (46942.920000 sec): 3 clusters
  Score: Raw -167731.595050 + Penalty 2454.647677 = -165276.947373
  nChanged 8
		SP:Iteration 13Q (46942.970000 sec): 3 clusters
  Score: Raw -167738.354678 + Penalty 2454.647677 = -165283.707001
  nChanged 8
		SP:Iteration 14Q (46943.010000 sec): 3 clusters
  Score: Raw -167741.851810 + Penalty 2454.647677 = -165287.204132
  nChanged 5
		SP:Iteration 15Q (46943.050000 sec): 3 clusters
  Score: Raw -167744.564917 + Penalty 2454.647677 = -165289.917240
  nChanged 4
		SP:Iteration 16Q (46943.090000 sec): 3 clusters
  Score: Raw -167746.887582 + Penalty 2454.647677 = -165292.239904
  nChanged 4
		SP:Iteration 17Q (46943.130000 sec): 3 clusters
  Score: Raw -167748.352060 + Penalty 2454.647677 = -165293.704382
  nChanged 2
		SP:Iteration 18Q (46943.170000 sec): 3 clusters
  Score: Raw -167749.951241 + Penalty 2454.647677 = -165295.303564
  nChanged 2
		SP:Iteration 19Q (46943.210000 sec): 3 clusters
  Score: Raw -167752.444761 + Penalty 2454.647677 = -165297.797084
  nChanged 3
		SP:Iteration 20F (46943.260000 sec): 3 clusters
  Score: Raw -167754.259451 + Penalty 2454.647677 = -165299.611774
  nChanged 3
		SP:Iteration 21Q (46943.300000 sec): 3 clusters
  Score: Raw -167755.372859 + Penalty 2454.647677 = -165300.725182
  nChanged 4
		SP:Iteration 22Q (46943.340000 sec): 3 clusters
  Score: Raw -167758.446110 + Penalty 2454.647677 = -165303.798432
  nChanged 4
		SP:Iteration 23Q (46943.390000 sec): 3 clusters
  Score: Raw -167760.592289 + Penalty 2454.647677 = -165305.944612
  nChanged 4
		SP:Iteration 24Q (46943.430000 sec): 3 clusters
  Score: Raw -167762.439899 + Penalty 2454.647677 = -165307.792221
  nChanged 3
		SP:Iteration 25Q (46943.470000 sec): 3 clusters
  Score: Raw -167763.512255 + Penalty 2454.647677 = -165308.864577
  nChanged 0
		SP:Iteration 26F (46943.520000 sec): 3 clusters
  Score: Raw -167763.512255 + Penalty 2454.647677 = -165308.864577
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 99 (6395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46943.600000 sec): 2 clusters
  Score: Raw -557075.631669 + Penalty 1424.031654 = -555651.600015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46943.720000 sec): 3 clusters
  Score: Raw -553638.621157 + Penalty 2848.063307 = -550790.557850
  nChanged 2710
		SP:Iteration 1F (46943.950000 sec): 3 clusters
  Score: Raw -555223.720943 + Penalty 2848.063307 = -552375.657636
  nChanged 510
		SP:Iteration 2F (46944.080000 sec): 3 clusters
  Score: Raw -555544.150459 + Penalty 2848.063307 = -552696.087152
  nChanged 413
		SP:Iteration 3F (46944.290000 sec): 3 clusters
  Score: Raw -555815.242738 + Penalty 2848.063307 = -552967.179431
  nChanged 371
		SP:Iteration 4F (46944.500000 sec): 3 clusters
  Score: Raw -556085.620932 + Penalty 2848.063307 = -553237.557625
  nChanged 339
		SP:Iteration 5F (46944.710000 sec): 3 clusters
  Score: Raw -556379.770231 + Penalty 2848.063307 = -553531.706924
  nChanged 315
		SP:Iteration 6Q (46944.910000 sec): 3 clusters
  Score: Raw -556641.323880 + Penalty 2848.063307 = -553793.260573
  nChanged 290
		SP:Iteration 7Q (46945.120000 sec): 3 clusters
  Score: Raw -556884.730011 + Penalty 2848.063307 = -554036.666704
  nChanged 277
		SP:Iteration 8Q (46945.330000 sec): 3 clusters
  Score: Raw -557092.466893 + Penalty 2848.063307 = -554244.403586
  nChanged 236
		SP:Iteration 9Q (46945.540000 sec): 3 clusters
  Score: Raw -557249.723038 + Penalty 2848.063307 = -554401.659731
  nChanged 210
		SP:Iteration 10Q (46945.740000 sec): 3 clusters
  Score: Raw -557393.066357 + Penalty 2848.063307 = -554545.003050
  nChanged 202
		SP:Iteration 11Q (46945.950000 sec): 3 clusters
  Score: Raw -557519.085547 + Penalty 2848.063307 = -554671.022240
  nChanged 142
		SP:Iteration 12Q (46946.160000 sec): 3 clusters
  Score: Raw -557599.037023 + Penalty 2848.063307 = -554750.973716
  nChanged 129
		SP:Iteration 13Q (46946.360000 sec): 3 clusters
  Score: Raw -557659.746626 + Penalty 2848.063307 = -554811.683319
  nChanged 99
		SP:Iteration 14Q (46946.570000 sec): 3 clusters
  Score: Raw -557697.714471 + Penalty 2848.063307 = -554849.651164
  nChanged 82
		SP:Iteration 15Q (46946.780000 sec): 3 clusters
  Score: Raw -557729.968150 + Penalty 2848.063307 = -554881.904843
  nChanged 71
		SP:Iteration 16Q (46946.980000 sec): 3 clusters
  Score: Raw -557758.616766 + Penalty 2848.063307 = -554910.553459
  nChanged 57
		SP:Iteration 17Q (46947.190000 sec): 3 clusters
  Score: Raw -557785.542816 + Penalty 2848.063307 = -554937.479509
  nChanged 62
		SP:Iteration 18Q (46947.400000 sec): 3 clusters
  Score: Raw -557813.986009 + Penalty 2848.063307 = -554965.922702
  nChanged 59
		SP:Iteration 19Q (46947.610000 sec): 3 clusters
  Score: Raw -557841.576842 + Penalty 2848.063307 = -554993.513535
  nChanged 53
		SP:Iteration 20F (46947.810000 sec): 3 clusters
  Score: Raw -557869.309392 + Penalty 2848.063307 = -555021.246085
  nChanged 54
		SP:Iteration 21Q (46948.010000 sec): 3 clusters
  Score: Raw -557900.676149 + Penalty 2848.063307 = -555052.612842
  nChanged 64
		SP:Iteration 22Q (46948.120000 sec): 3 clusters
  Score: Raw -557940.635837 + Penalty 2848.063307 = -555092.572530
  nChanged 68
		SP:Iteration 23Q (46948.220000 sec): 3 clusters
  Score: Raw -557974.786639 + Penalty 2848.063307 = -555126.723332
  nChanged 64
		SP:Iteration 24Q (46948.330000 sec): 3 clusters
  Score: Raw -557997.955537 + Penalty 2848.063307 = -555149.892230
  nChanged 45
		SP:Iteration 25Q (46948.520000 sec): 3 clusters
  Score: Raw -558015.720698 + Penalty 2848.063307 = -555167.657391
  nChanged 43
		SP:Iteration 26Q (46948.730000 sec): 3 clusters
  Score: Raw -558035.010060 + Penalty 2848.063307 = -555186.946753
  nChanged 49
		SP:Iteration 27Q (46948.940000 sec): 3 clusters
  Score: Raw -558054.082631 + Penalty 2848.063307 = -555206.019324
  nChanged 48
		SP:Iteration 28Q (46949.150000 sec): 3 clusters
  Score: Raw -558071.121392 + Penalty 2848.063307 = -555223.058085
  nChanged 40
		SP:Iteration 29Q (46949.360000 sec): 3 clusters
  Score: Raw -558083.851547 + Penalty 2848.063307 = -555235.788240
  nChanged 44
		SP:Iteration 30Q (46949.560000 sec): 3 clusters
  Score: Raw -558098.118894 + Penalty 2848.063307 = -555250.055587
  nChanged 41
		SP:Iteration 31Q (46949.770000 sec): 3 clusters
  Score: Raw -558110.132428 + Penalty 2848.063307 = -555262.069121
  nChanged 37
		SP:Iteration 32Q (46949.980000 sec): 3 clusters
  Score: Raw -558122.343349 + Penalty 2848.063307 = -555274.280042
  nChanged 30
		SP:Iteration 33Q (46950.190000 sec): 3 clusters
  Score: Raw -558131.669987 + Penalty 2848.063307 = -555283.606680
  nChanged 25
		SP:Iteration 34Q (46950.390000 sec): 3 clusters
  Score: Raw -558140.168413 + Penalty 2848.063307 = -555292.105106
  nChanged 27
		SP:Iteration 35Q (46950.600000 sec): 3 clusters
  Score: Raw -558148.437230 + Penalty 2848.063307 = -555300.373923
  nChanged 26
		SP:Iteration 36Q (46950.810000 sec): 3 clusters
  Score: Raw -558154.480067 + Penalty 2848.063307 = -555306.416760
  nChanged 21
		SP:Iteration 37Q (46951.020000 sec): 3 clusters
  Score: Raw -558159.865363 + Penalty 2848.063307 = -555311.802056
  nChanged 15
		SP:Iteration 38Q (46951.220000 sec): 3 clusters
  Score: Raw -558162.681811 + Penalty 2848.063307 = -555314.618504
  nChanged 9
		SP:Iteration 39Q (46951.430000 sec): 3 clusters
  Score: Raw -558164.600983 + Penalty 2848.063307 = -555316.537676
  nChanged 9
		SP:Iteration 40F (46951.670000 sec): 3 clusters
  Score: Raw -558177.350477 + Penalty 2848.063307 = -555329.287170
  nChanged 10
		SP:Iteration 41Q (46951.840000 sec): 3 clusters
  Score: Raw -558183.928568 + Penalty 2848.063307 = -555335.865261
  nChanged 13
		SP:Iteration 42Q (46952.050000 sec): 3 clusters
  Score: Raw -558187.770828 + Penalty 2848.063307 = -555339.707521
  nChanged 9
		SP:Iteration 43Q (46952.260000 sec): 3 clusters
  Score: Raw -558188.973092 + Penalty 2848.063307 = -555340.909785
  nChanged 3
		SP:Iteration 44Q (46952.470000 sec): 3 clusters
  Score: Raw -558189.511301 + Penalty 2848.063307 = -555341.447994
  nChanged 3
		SP:Iteration 45Q (46952.670000 sec): 3 clusters
  Score: Raw -558190.083495 + Penalty 2848.063307 = -555342.020188
  nChanged 2
		SP:Iteration 46Q (46952.880000 sec): 3 clusters
  Score: Raw -558190.259064 + Penalty 2848.063307 = -555342.195756
  nChanged 3
		SP:Iteration 47Q (46953.090000 sec): 3 clusters
  Score: Raw -558191.341093 + Penalty 2848.063307 = -555343.277786
  nChanged 4
		SP:Iteration 48Q (46953.300000 sec): 3 clusters
  Score: Raw -558192.416572 + Penalty 2848.063307 = -555344.353265
  nChanged 8
		SP:Iteration 49Q (46953.500000 sec): 3 clusters
  Score: Raw -558194.194008 + Penalty 2848.063307 = -555346.130701
  nChanged 11
		SP:Iteration 50Q (46953.710000 sec): 3 clusters
  Score: Raw -558196.136588 + Penalty 2848.063307 = -555348.073281
  nChanged 12
		SP:Iteration 51Q (46953.920000 sec): 3 clusters
  Score: Raw -558198.584303 + Penalty 2848.063307 = -555350.520996
  nChanged 5
		SP:Iteration 52Q (46954.130000 sec): 3 clusters
  Score: Raw -558200.251776 + Penalty 2848.063307 = -555352.188469
  nChanged 7
		SP:Iteration 53Q (46954.340000 sec): 3 clusters
  Score: Raw -558201.676014 + Penalty 2848.063307 = -555353.612707
  nChanged 5
		SP:Iteration 54Q (46954.540000 sec): 3 clusters
  Score: Raw -558202.813399 + Penalty 2848.063307 = -555354.750092
  nChanged 7
		SP:Iteration 55Q (46954.750000 sec): 3 clusters
  Score: Raw -558203.606430 + Penalty 2848.063307 = -555355.543123
  nChanged 2
		SP:Iteration 56Q (46954.950000 sec): 3 clusters
  Score: Raw -558203.812893 + Penalty 2848.063307 = -555355.749586
  nChanged 1
		SP:Iteration 57Q (46955.160000 sec): 3 clusters
  Score: Raw -558203.882712 + Penalty 2848.063307 = -555355.819405
  nChanged 0
		SP:Iteration 58F (46955.370000 sec): 3 clusters
  Score: Raw -558203.882712 + Penalty 2848.063307 = -555355.819405
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 100 (6234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46955.480000 sec): 2 clusters
  Score: Raw -526809.944198 + Penalty 1419.888187 = -525390.056011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46955.690000 sec): 3 clusters
  Score: Raw -523466.682587 + Penalty 2839.776375 = -520626.906212
  nChanged 2579
		SP:Iteration 1F (46955.850000 sec): 3 clusters
  Score: Raw -525185.917165 + Penalty 2839.776375 = -522346.140790
  nChanged 610
		SP:Iteration 2F (46956.020000 sec): 3 clusters
  Score: Raw -525698.901420 + Penalty 2839.776375 = -522859.125046
  nChanged 512
		SP:Iteration 3F (46956.180000 sec): 3 clusters
  Score: Raw -526137.717893 + Penalty 2839.776375 = -523297.941519
  nChanged 409
		SP:Iteration 4F (46956.340000 sec): 3 clusters
  Score: Raw -526450.621077 + Penalty 2839.776375 = -523610.844702
  nChanged 326
		SP:Iteration 5F (46956.510000 sec): 3 clusters
  Score: Raw -526673.147573 + Penalty 2839.776375 = -523833.371198
  nChanged 235
		SP:Iteration 6Q (46956.680000 sec): 3 clusters
  Score: Raw -526823.781657 + Penalty 2839.776375 = -523984.005282
  nChanged 163
		SP:Iteration 7Q (46956.840000 sec): 3 clusters
  Score: Raw -526911.991780 + Penalty 2839.776375 = -524072.215405
  nChanged 136
		SP:Iteration 8Q (46957.000000 sec): 3 clusters
  Score: Raw -526985.272260 + Penalty 2839.776375 = -524145.495885
  nChanged 122
		SP:Iteration 9Q (46957.170000 sec): 3 clusters
  Score: Raw -527037.364243 + Penalty 2839.776375 = -524197.587869
  nChanged 95
		SP:Iteration 10Q (46957.330000 sec): 3 clusters
  Score: Raw -527079.911112 + Penalty 2839.776375 = -524240.134738
  nChanged 93
		SP:Iteration 11Q (46957.540000 sec): 3 clusters
  Score: Raw -527116.015157 + Penalty 2839.776375 = -524276.238782
  nChanged 73
		SP:Iteration 12Q (46957.700000 sec): 3 clusters
  Score: Raw -527145.237452 + Penalty 2839.776375 = -524305.461077
  nChanged 75
		SP:Iteration 13Q (46957.870000 sec): 3 clusters
  Score: Raw -527173.114943 + Penalty 2839.776375 = -524333.338568
  nChanged 65
		SP:Iteration 14Q (46958.030000 sec): 3 clusters
  Score: Raw -527204.742128 + Penalty 2839.776375 = -524364.965753
  nChanged 81
		SP:Iteration 15Q (46958.200000 sec): 3 clusters
  Score: Raw -527245.818318 + Penalty 2839.776375 = -524406.041944
  nChanged 76
		SP:Iteration 16Q (46958.360000 sec): 3 clusters
  Score: Raw -527287.478251 + Penalty 2839.776375 = -524447.701876
  nChanged 90
		SP:Iteration 17Q (46958.580000 sec): 3 clusters
  Score: Raw -527334.881188 + Penalty 2839.776375 = -524495.104813
  nChanged 85
		SP:Iteration 18Q (46958.750000 sec): 3 clusters
  Score: Raw -527374.862903 + Penalty 2839.776375 = -524535.086529
  nChanged 85
		SP:Iteration 19Q (46958.890000 sec): 3 clusters
  Score: Raw -527407.772582 + Penalty 2839.776375 = -524567.996207
  nChanged 76
		SP:Iteration 20F (46959.050000 sec): 3 clusters
  Score: Raw -527433.346259 + Penalty 2839.776375 = -524593.569885
  nChanged 53
		SP:Iteration 21Q (46959.220000 sec): 3 clusters
  Score: Raw -527450.887417 + Penalty 2839.776375 = -524611.111042
  nChanged 54
		SP:Iteration 22Q (46959.380000 sec): 3 clusters
  Score: Raw -527466.422793 + Penalty 2839.776375 = -524626.646418
  nChanged 42
		SP:Iteration 23Q (46959.520000 sec): 3 clusters
  Score: Raw -527477.695781 + Penalty 2839.776375 = -524637.919406
  nChanged 36
		SP:Iteration 24Q (46959.620000 sec): 3 clusters
  Score: Raw -527485.832786 + Penalty 2839.776375 = -524646.056412
  nChanged 20
		SP:Iteration 25Q (46959.720000 sec): 3 clusters
  Score: Raw -527491.797963 + Penalty 2839.776375 = -524652.021589
  nChanged 27
		SP:Iteration 26Q (46959.820000 sec): 3 clusters
  Score: Raw -527498.258672 + Penalty 2839.776375 = -524658.482298
  nChanged 18
		SP:Iteration 27Q (46960.010000 sec): 3 clusters
  Score: Raw -527503.838126 + Penalty 2839.776375 = -524664.061751
  nChanged 19
		SP:Iteration 28Q (46960.170000 sec): 3 clusters
  Score: Raw -527509.052899 + Penalty 2839.776375 = -524669.276524
  nChanged 17
		SP:Iteration 29Q (46960.340000 sec): 3 clusters
  Score: Raw -527513.937964 + Penalty 2839.776375 = -524674.161589
  nChanged 14
		SP:Iteration 30Q (46960.480000 sec): 3 clusters
  Score: Raw -527517.326110 + Penalty 2839.776375 = -524677.549735
  nChanged 16
		SP:Iteration 31Q (46960.670000 sec): 3 clusters
  Score: Raw -527522.285632 + Penalty 2839.776375 = -524682.509257
  nChanged 16
		SP:Iteration 32Q (46960.840000 sec): 3 clusters
  Score: Raw -527526.801070 + Penalty 2839.776375 = -524687.024695
  nChanged 9
		SP:Iteration 33Q (46961.000000 sec): 3 clusters
  Score: Raw -527529.069943 + Penalty 2839.776375 = -524689.293568
  nChanged 6
		SP:Iteration 34Q (46961.160000 sec): 3 clusters
  Score: Raw -527529.890637 + Penalty 2839.776375 = -524690.114262
  nChanged 6
		SP:Iteration 35Q (46961.330000 sec): 3 clusters
  Score: Raw -527530.646748 + Penalty 2839.776375 = -524690.870373
  nChanged 4
		SP:Iteration 36Q (46961.500000 sec): 3 clusters
  Score: Raw -527531.615257 + Penalty 2839.776375 = -524691.838882
  nChanged 6
		SP:Iteration 37Q (46961.590000 sec): 3 clusters
  Score: Raw -527533.232697 + Penalty 2839.776375 = -524693.456322
  nChanged 11
		SP:Iteration 38Q (46961.700000 sec): 3 clusters
  Score: Raw -527535.477019 + Penalty 2839.776375 = -524695.700645
  nChanged 7
		SP:Iteration 39Q (46961.790000 sec): 3 clusters
  Score: Raw -527537.133621 + Penalty 2839.776375 = -524697.357246
  nChanged 3
		SP:Iteration 40F (46961.890000 sec): 3 clusters
  Score: Raw -527537.454462 + Penalty 2839.776375 = -524697.678088
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 101 (2995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46961.960000 sec): 2 clusters
  Score: Raw -226890.224132 + Penalty 1300.763670 = -225589.460461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46962.020000 sec): 3 clusters
  Score: Raw -225471.061982 + Penalty 2601.527341 = -222869.534641
  nChanged 1161
		SP:Iteration 1F (46962.070000 sec): 3 clusters
  Score: Raw -226256.375967 + Penalty 2601.527341 = -223654.848626
  nChanged 278
		SP:Iteration 2F (46962.130000 sec): 3 clusters
  Score: Raw -226500.857947 + Penalty 2601.527341 = -223899.330606
  nChanged 199
		SP:Iteration 3F (46962.180000 sec): 3 clusters
  Score: Raw -226659.715764 + Penalty 2601.527341 = -224058.188423
  nChanged 145
		SP:Iteration 4Q (46962.240000 sec): 3 clusters
  Score: Raw -226790.107846 + Penalty 2601.527341 = -224188.580505
  nChanged 138
		SP:Iteration 5Q (46962.300000 sec): 3 clusters
  Score: Raw -226922.306257 + Penalty 2601.527341 = -224320.778916
  nChanged 135
		SP:Iteration 6Q (46962.360000 sec): 3 clusters
  Score: Raw -227047.217538 + Penalty 2601.527341 = -224445.690197
  nChanged 123
		SP:Iteration 7Q (46962.410000 sec): 3 clusters
  Score: Raw -227164.570414 + Penalty 2601.527341 = -224563.043073
  nChanged 105
		SP:Iteration 8Q (46962.470000 sec): 3 clusters
  Score: Raw -227253.773209 + Penalty 2601.527341 = -224652.245868
  nChanged 85
		SP:Iteration 9Q (46962.530000 sec): 3 clusters
  Score: Raw -227325.470991 + Penalty 2601.527341 = -224723.943650
  nChanged 72
		SP:Iteration 10Q (46962.580000 sec): 3 clusters
  Score: Raw -227376.686379 + Penalty 2601.527341 = -224775.159038
  nChanged 52
		SP:Iteration 11Q (46962.640000 sec): 3 clusters
  Score: Raw -227416.817526 + Penalty 2601.527341 = -224815.290186
  nChanged 53
		SP:Iteration 12Q (46962.700000 sec): 3 clusters
  Score: Raw -227454.601793 + Penalty 2601.527341 = -224853.074453
  nChanged 41
		SP:Iteration 13Q (46962.760000 sec): 3 clusters
  Score: Raw -227480.081441 + Penalty 2601.527341 = -224878.554100
  nChanged 40
		SP:Iteration 14Q (46962.810000 sec): 3 clusters
  Score: Raw -227503.871068 + Penalty 2601.527341 = -224902.343727
  nChanged 33
		SP:Iteration 15Q (46962.870000 sec): 3 clusters
  Score: Raw -227523.723320 + Penalty 2601.527341 = -224922.195979
  nChanged 28
		SP:Iteration 16Q (46962.930000 sec): 3 clusters
  Score: Raw -227538.278096 + Penalty 2601.527341 = -224936.750755
  nChanged 29
		SP:Iteration 17Q (46962.980000 sec): 3 clusters
  Score: Raw -227559.576478 + Penalty 2601.527341 = -224958.049137
  nChanged 24
		SP:Iteration 18Q (46963.040000 sec): 3 clusters
  Score: Raw -227573.915692 + Penalty 2601.527341 = -224972.388352
  nChanged 21
		SP:Iteration 19Q (46963.100000 sec): 3 clusters
  Score: Raw -227583.249677 + Penalty 2601.527341 = -224981.722336
  nChanged 20
		SP:Iteration 20F (46963.160000 sec): 3 clusters
  Score: Raw -227592.213397 + Penalty 2601.527341 = -224990.686056
  nChanged 11
		SP:Iteration 21Q (46963.210000 sec): 3 clusters
  Score: Raw -227596.205132 + Penalty 2601.527341 = -224994.677792
  nChanged 11
		SP:Iteration 22Q (46963.260000 sec): 3 clusters
  Score: Raw -227600.583098 + Penalty 2601.527341 = -224999.055757
  nChanged 13
		SP:Iteration 23Q (46963.320000 sec): 3 clusters
  Score: Raw -227606.814722 + Penalty 2601.527341 = -225005.287381
  nChanged 7
		SP:Iteration 24Q (46963.380000 sec): 3 clusters
  Score: Raw -227609.939382 + Penalty 2601.527341 = -225008.412041
  nChanged 3
		SP:Iteration 25Q (46963.430000 sec): 3 clusters
  Score: Raw -227611.580214 + Penalty 2601.527341 = -225010.052873
  nChanged 2
		SP:Iteration 26Q (46963.480000 sec): 3 clusters
  Score: Raw -227612.127023 + Penalty 2601.527341 = -225010.599682
  nChanged 0
		SP:Iteration 27F (46963.540000 sec): 3 clusters
  Score: Raw -227612.127023 + Penalty 2601.527341 = -225010.599682
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 102 (2143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46963.630000 sec): 2 clusters
  Score: Raw -167766.211266 + Penalty 1246.368824 = -166519.842442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46963.800000 sec): 3 clusters
  Score: Raw -166817.596886 + Penalty 2492.737649 = -164324.859238
  nChanged 787
		SP:Iteration 1F (46963.980000 sec): 3 clusters
  Score: Raw -167363.271812 + Penalty 2492.737649 = -164870.534163
  nChanged 186
		SP:Iteration 2F (46964.150000 sec): 3 clusters
  Score: Raw -167532.174213 + Penalty 2492.737649 = -165039.436565
  nChanged 118
		SP:Iteration 3F (46964.330000 sec): 3 clusters
  Score: Raw -167639.609949 + Penalty 2492.737649 = -165146.872301
  nChanged 109
		SP:Iteration 4F (46964.500000 sec): 3 clusters
  Score: Raw -167723.124924 + Penalty 2492.737649 = -165230.387275
  nChanged 71
		SP:Iteration 5Q (46964.680000 sec): 3 clusters
  Score: Raw -167767.765867 + Penalty 2492.737649 = -165275.028219
  nChanged 54
		SP:Iteration 6Q (46964.860000 sec): 3 clusters
  Score: Raw -167804.468177 + Penalty 2492.737649 = -165311.730529
  nChanged 35
		SP:Iteration 7Q (46965.030000 sec): 3 clusters
  Score: Raw -167822.635282 + Penalty 2492.737649 = -165329.897633
  nChanged 21
		SP:Iteration 8Q (46965.210000 sec): 3 clusters
  Score: Raw -167834.016205 + Penalty 2492.737649 = -165341.278557
  nChanged 23
		SP:Iteration 9Q (46965.380000 sec): 3 clusters
  Score: Raw -167851.284864 + Penalty 2492.737649 = -165358.547216
  nChanged 28
		SP:Iteration 10Q (46965.560000 sec): 3 clusters
  Score: Raw -167868.646134 + Penalty 2492.737649 = -165375.908485
  nChanged 21
		SP:Iteration 11Q (46965.740000 sec): 3 clusters
  Score: Raw -167879.119964 + Penalty 2492.737649 = -165386.382315
  nChanged 20
		SP:Iteration 12Q (46965.910000 sec): 3 clusters
  Score: Raw -167892.569710 + Penalty 2492.737649 = -165399.832061
  nChanged 20
		SP:Iteration 13Q (46966.090000 sec): 3 clusters
  Score: Raw -167905.298429 + Penalty 2492.737649 = -165412.560780
  nChanged 25
		SP:Iteration 14Q (46966.270000 sec): 3 clusters
  Score: Raw -167918.697269 + Penalty 2492.737649 = -165425.959620
  nChanged 23
		SP:Iteration 15Q (46966.440000 sec): 3 clusters
  Score: Raw -167929.816775 + Penalty 2492.737649 = -165437.079126
  nChanged 21
		SP:Iteration 16Q (46966.620000 sec): 3 clusters
  Score: Raw -167939.412423 + Penalty 2492.737649 = -165446.674775
  nChanged 17
		SP:Iteration 17Q (46966.790000 sec): 3 clusters
  Score: Raw -167946.398014 + Penalty 2492.737649 = -165453.660365
  nChanged 13
		SP:Iteration 18Q (46966.970000 sec): 3 clusters
  Score: Raw -167957.908957 + Penalty 2492.737649 = -165465.171308
  nChanged 16
		SP:Iteration 19Q (46967.150000 sec): 3 clusters
  Score: Raw -167971.538261 + Penalty 2492.737649 = -165478.800613
  nChanged 20
		SP:Iteration 20F (46967.320000 sec): 3 clusters
  Score: Raw -167983.725054 + Penalty 2492.737649 = -165490.987406
  nChanged 24
		SP:Iteration 21Q (46967.500000 sec): 3 clusters
  Score: Raw -168000.272817 + Penalty 2492.737649 = -165507.535169
  nChanged 30
		SP:Iteration 22Q (46967.670000 sec): 3 clusters
  Score: Raw -168023.652572 + Penalty 2492.737649 = -165530.914923
  nChanged 27
		SP:Iteration 23Q (46967.850000 sec): 3 clusters
  Score: Raw -168043.026162 + Penalty 2492.737649 = -165550.288513
  nChanged 35
		SP:Iteration 24Q (46968.030000 sec): 3 clusters
  Score: Raw -168069.082518 + Penalty 2492.737649 = -165576.344869
  nChanged 31
		SP:Iteration 25Q (46968.210000 sec): 3 clusters
  Score: Raw -168092.270140 + Penalty 2492.737649 = -165599.532492
  nChanged 27
		SP:Iteration 26Q (46968.380000 sec): 3 clusters
  Score: Raw -168110.149450 + Penalty 2492.737649 = -165617.411801
  nChanged 34
		SP:Iteration 27Q (46968.550000 sec): 3 clusters
  Score: Raw -168140.198457 + Penalty 2492.737649 = -165647.460808
  nChanged 40
		SP:Iteration 28Q (46968.730000 sec): 3 clusters
  Score: Raw -168176.687130 + Penalty 2492.737649 = -165683.949481
  nChanged 37
		SP:Iteration 29Q (46968.950000 sec): 3 clusters
  Score: Raw -168204.009922 + Penalty 2492.737649 = -165711.272273
  nChanged 23
		SP:Iteration 30Q (46968.980000 sec): 3 clusters
  Score: Raw -168220.861191 + Penalty 2492.737649 = -165728.123542
  nChanged 17
		SP:Iteration 31Q (46969.030000 sec): 3 clusters
  Score: Raw -168233.757788 + Penalty 2492.737649 = -165741.020140
  nChanged 14
		SP:Iteration 32Q (46969.070000 sec): 3 clusters
  Score: Raw -168243.355806 + Penalty 2492.737649 = -165750.618158
  nChanged 14
		SP:Iteration 33Q (46969.110000 sec): 3 clusters
  Score: Raw -168251.441989 + Penalty 2492.737649 = -165758.704341
  nChanged 10
		SP:Iteration 34Q (46969.150000 sec): 3 clusters
  Score: Raw -168256.955178 + Penalty 2492.737649 = -165764.217529
  nChanged 4
		SP:Iteration 35Q (46969.190000 sec): 3 clusters
  Score: Raw -168259.715724 + Penalty 2492.737649 = -165766.978076
  nChanged 7
		SP:Iteration 36Q (46969.240000 sec): 3 clusters
  Score: Raw -168261.969760 + Penalty 2492.737649 = -165769.232111
  nChanged 4
		SP:Iteration 37Q (46969.290000 sec): 3 clusters
  Score: Raw -168263.197219 + Penalty 2492.737649 = -165770.459570
  nChanged 2
		SP:Iteration 38Q (46969.330000 sec): 3 clusters
  Score: Raw -168264.152468 + Penalty 2492.737649 = -165771.414820
  nChanged 1
		SP:Iteration 39Q (46969.370000 sec): 3 clusters
  Score: Raw -168264.654531 + Penalty 2492.737649 = -165771.916882
  nChanged 1
		SP:Iteration 40F (46969.410000 sec): 3 clusters
  Score: Raw -168264.785059 + Penalty 2492.737649 = -165772.047411
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 103 (4347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46969.510000 sec): 2 clusters
  Score: Raw -361151.825636 + Penalty 1361.301700 = -359790.523936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46969.690000 sec): 3 clusters
  Score: Raw -358948.826239 + Penalty 2722.603400 = -356226.222839
  nChanged 1788
		SP:Iteration 1F (46969.860000 sec): 3 clusters
  Score: Raw -360297.155622 + Penalty 2722.603400 = -357574.552222
  nChanged 470
		SP:Iteration 2F (46970.040000 sec): 3 clusters
  Score: Raw -360768.083399 + Penalty 2722.603400 = -358045.479999
  nChanged 351
		SP:Iteration 3F (46970.210000 sec): 3 clusters
  Score: Raw -361127.007776 + Penalty 2722.603400 = -358404.404376
  nChanged 266
		SP:Iteration 4F (46970.390000 sec): 3 clusters
  Score: Raw -361408.345447 + Penalty 2722.603400 = -358685.742047
  nChanged 214
		SP:Iteration 5Q (46970.570000 sec): 3 clusters
  Score: Raw -361623.497866 + Penalty 2722.603400 = -358900.894466
  nChanged 196
		SP:Iteration 6Q (46970.740000 sec): 3 clusters
  Score: Raw -361808.883277 + Penalty 2722.603400 = -359086.279877
  nChanged 182
		SP:Iteration 7Q (46970.920000 sec): 3 clusters
  Score: Raw -361975.312184 + Penalty 2722.603400 = -359252.708784
  nChanged 132
		SP:Iteration 8Q (46970.990000 sec): 3 clusters
  Score: Raw -362094.273261 + Penalty 2722.603400 = -359371.669861
  nChanged 107
		SP:Iteration 9Q (46971.080000 sec): 3 clusters
  Score: Raw -362165.493421 + Penalty 2722.603400 = -359442.890021
  nChanged 83
		SP:Iteration 10Q (46971.170000 sec): 3 clusters
  Score: Raw -362212.027601 + Penalty 2722.603400 = -359489.424201
  nChanged 59
		SP:Iteration 11Q (46971.250000 sec): 3 clusters
  Score: Raw -362238.577449 + Penalty 2722.603400 = -359515.974049
  nChanged 50
		SP:Iteration 12Q (46971.380000 sec): 3 clusters
  Score: Raw -362258.263022 + Penalty 2722.603400 = -359535.659622
  nChanged 31
		SP:Iteration 13Q (46971.470000 sec): 3 clusters
  Score: Raw -362269.742297 + Penalty 2722.603400 = -359547.138897
  nChanged 25
		SP:Iteration 14Q (46971.550000 sec): 3 clusters
  Score: Raw -362279.525280 + Penalty 2722.603400 = -359556.921880
  nChanged 30
		SP:Iteration 15Q (46971.630000 sec): 3 clusters
  Score: Raw -362289.942026 + Penalty 2722.603400 = -359567.338626
  nChanged 27
		SP:Iteration 16Q (46971.720000 sec): 3 clusters
  Score: Raw -362298.505590 + Penalty 2722.603400 = -359575.902190
  nChanged 17
		SP:Iteration 17Q (46971.800000 sec): 3 clusters
  Score: Raw -362302.037435 + Penalty 2722.603400 = -359579.434035
  nChanged 17
		SP:Iteration 18Q (46971.880000 sec): 3 clusters
  Score: Raw -362307.962542 + Penalty 2722.603400 = -359585.359142
  nChanged 15
		SP:Iteration 19Q (46971.970000 sec): 3 clusters
  Score: Raw -362314.787227 + Penalty 2722.603400 = -359592.183826
  nChanged 20
		SP:Iteration 20F (46972.050000 sec): 3 clusters
  Score: Raw -362321.471553 + Penalty 2722.603400 = -359598.868153
  nChanged 20
		SP:Iteration 21Q (46972.130000 sec): 3 clusters
  Score: Raw -362328.519652 + Penalty 2722.603400 = -359605.916252
  nChanged 26
		SP:Iteration 22Q (46972.220000 sec): 3 clusters
  Score: Raw -362338.297785 + Penalty 2722.603400 = -359615.694385
  nChanged 18
		SP:Iteration 23Q (46972.300000 sec): 3 clusters
  Score: Raw -362344.362609 + Penalty 2722.603400 = -359621.759209
  nChanged 14
		SP:Iteration 24Q (46972.390000 sec): 3 clusters
  Score: Raw -362351.151455 + Penalty 2722.603400 = -359628.548055
  nChanged 16
		SP:Iteration 25Q (46972.470000 sec): 3 clusters
  Score: Raw -362359.869038 + Penalty 2722.603400 = -359637.265638
  nChanged 24
		SP:Iteration 26Q (46972.550000 sec): 3 clusters
  Score: Raw -362370.870880 + Penalty 2722.603400 = -359648.267480
  nChanged 23
		SP:Iteration 27Q (46972.640000 sec): 3 clusters
  Score: Raw -362383.765155 + Penalty 2722.603400 = -359661.161755
  nChanged 19
		SP:Iteration 28Q (46972.750000 sec): 3 clusters
  Score: Raw -362392.875510 + Penalty 2722.603400 = -359670.272110
  nChanged 13
		SP:Iteration 29Q (46972.930000 sec): 3 clusters
  Score: Raw -362398.690346 + Penalty 2722.603400 = -359676.086946
  nChanged 13
		SP:Iteration 30Q (46973.100000 sec): 3 clusters
  Score: Raw -362404.516148 + Penalty 2722.603400 = -359681.912748
  nChanged 16
		SP:Iteration 31Q (46973.280000 sec): 3 clusters
  Score: Raw -362410.281070 + Penalty 2722.603400 = -359687.677670
  nChanged 9
		SP:Iteration 32Q (46973.370000 sec): 3 clusters
  Score: Raw -362412.216762 + Penalty 2722.603400 = -359689.613362
  nChanged 7
		SP:Iteration 33Q (46973.480000 sec): 3 clusters
  Score: Raw -362414.631230 + Penalty 2722.603400 = -359692.027830
  nChanged 7
		SP:Iteration 34Q (46973.550000 sec): 3 clusters
  Score: Raw -362416.136358 + Penalty 2722.603400 = -359693.532958
  nChanged 6
		SP:Iteration 35Q (46973.640000 sec): 3 clusters
  Score: Raw -362417.803213 + Penalty 2722.603400 = -359695.199813
  nChanged 10
		SP:Iteration 36Q (46973.720000 sec): 3 clusters
  Score: Raw -362419.783044 + Penalty 2722.603400 = -359697.179643
  nChanged 2
		SP:Iteration 37Q (46973.800000 sec): 3 clusters
  Score: Raw -362420.250340 + Penalty 2722.603400 = -359697.646940
  nChanged 0
		SP:Iteration 38F (46973.890000 sec): 3 clusters
  Score: Raw -362420.250340 + Penalty 2722.603400 = -359697.646940
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 104 (2086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46973.950000 sec): 2 clusters
  Score: Raw -168692.653325 + Penalty 1241.988091 = -167450.665234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46974.000000 sec): 3 clusters
  Score: Raw -167829.304137 + Penalty 2483.976182 = -165345.327956
  nChanged 741
		SP:Iteration 1F (46974.040000 sec): 3 clusters
  Score: Raw -168402.798958 + Penalty 2483.976182 = -165918.822776
  nChanged 202
		SP:Iteration 2F (46974.080000 sec): 3 clusters
  Score: Raw -168589.715011 + Penalty 2483.976182 = -166105.738830
  nChanged 135
		SP:Iteration 3F (46974.130000 sec): 3 clusters
  Score: Raw -168711.909052 + Penalty 2483.976182 = -166227.932870
  nChanged 85
		SP:Iteration 4Q (46974.170000 sec): 3 clusters
  Score: Raw -168785.671470 + Penalty 2483.976182 = -166301.695288
  nChanged 68
		SP:Iteration 5Q (46974.210000 sec): 3 clusters
  Score: Raw -168835.115991 + Penalty 2483.976182 = -166351.139809
  nChanged 47
		SP:Iteration 6Q (46974.250000 sec): 3 clusters
  Score: Raw -168866.046666 + Penalty 2483.976182 = -166382.070485
  nChanged 31
		SP:Iteration 7Q (46974.290000 sec): 3 clusters
  Score: Raw -168889.358195 + Penalty 2483.976182 = -166405.382014
  nChanged 33
		SP:Iteration 8Q (46974.330000 sec): 3 clusters
  Score: Raw -168913.167012 + Penalty 2483.976182 = -166429.190830
  nChanged 36
		SP:Iteration 9Q (46974.370000 sec): 3 clusters
  Score: Raw -168936.773394 + Penalty 2483.976182 = -166452.797213
  nChanged 31
		SP:Iteration 10Q (46974.420000 sec): 3 clusters
  Score: Raw -168962.527068 + Penalty 2483.976182 = -166478.550886
  nChanged 24
		SP:Iteration 11Q (46974.460000 sec): 3 clusters
  Score: Raw -168977.876035 + Penalty 2483.976182 = -166493.899854
  nChanged 19
		SP:Iteration 12Q (46974.510000 sec): 3 clusters
  Score: Raw -168989.043100 + Penalty 2483.976182 = -166505.066918
  nChanged 16
		SP:Iteration 13Q (46974.560000 sec): 3 clusters
  Score: Raw -168995.667302 + Penalty 2483.976182 = -166511.691121
  nChanged 13
		SP:Iteration 14Q (46974.600000 sec): 3 clusters
  Score: Raw -169003.041984 + Penalty 2483.976182 = -166519.065803
  nChanged 12
		SP:Iteration 15Q (46974.640000 sec): 3 clusters
  Score: Raw -169008.814471 + Penalty 2483.976182 = -166524.838289
  nChanged 9
		SP:Iteration 16Q (46974.680000 sec): 3 clusters
  Score: Raw -169014.143702 + Penalty 2483.976182 = -166530.167520
  nChanged 8
		SP:Iteration 17Q (46974.730000 sec): 3 clusters
  Score: Raw -169019.083839 + Penalty 2483.976182 = -166535.107658
  nChanged 6
		SP:Iteration 18Q (46974.770000 sec): 3 clusters
  Score: Raw -169022.259289 + Penalty 2483.976182 = -166538.283107
  nChanged 13
		SP:Iteration 19Q (46974.810000 sec): 3 clusters
  Score: Raw -169031.958616 + Penalty 2483.976182 = -166547.982435
  nChanged 23
		SP:Iteration 20F (46974.850000 sec): 3 clusters
  Score: Raw -169049.536427 + Penalty 2483.976182 = -166565.560245
  nChanged 19
		SP:Iteration 21Q (46974.930000 sec): 3 clusters
  Score: Raw -169063.184069 + Penalty 2483.976182 = -166579.207888
  nChanged 13
		SP:Iteration 22Q (46974.970000 sec): 3 clusters
  Score: Raw -169069.748552 + Penalty 2483.976182 = -166585.772371
  nChanged 18
		SP:Iteration 23Q (46975.010000 sec): 3 clusters
  Score: Raw -169077.944736 + Penalty 2483.976182 = -166593.968554
  nChanged 10
		SP:Iteration 24Q (46975.060000 sec): 3 clusters
  Score: Raw -169085.411274 + Penalty 2483.976182 = -166601.435093
  nChanged 9
		SP:Iteration 25Q (46975.100000 sec): 3 clusters
  Score: Raw -169091.989558 + Penalty 2483.976182 = -166608.013376
  nChanged 16
		SP:Iteration 26Q (46975.140000 sec): 3 clusters
  Score: Raw -169105.339862 + Penalty 2483.976182 = -166621.363681
  nChanged 17
		SP:Iteration 27Q (46975.180000 sec): 3 clusters
  Score: Raw -169117.688601 + Penalty 2483.976182 = -166633.712419
  nChanged 15
		SP:Iteration 28Q (46975.220000 sec): 3 clusters
  Score: Raw -169126.422574 + Penalty 2483.976182 = -166642.446393
  nChanged 5
		SP:Iteration 29Q (46975.270000 sec): 3 clusters
  Score: Raw -169129.212118 + Penalty 2483.976182 = -166645.235936
  nChanged 3
		SP:Iteration 30Q (46975.310000 sec): 3 clusters
  Score: Raw -169130.590662 + Penalty 2483.976182 = -166646.614480
  nChanged 7
		SP:Iteration 31Q (46975.350000 sec): 3 clusters
  Score: Raw -169135.711874 + Penalty 2483.976182 = -166651.735692
  nChanged 5
		SP:Iteration 32Q (46975.390000 sec): 3 clusters
  Score: Raw -169137.534507 + Penalty 2483.976182 = -166653.558326
  nChanged 3
		SP:Iteration 33Q (46975.430000 sec): 3 clusters
  Score: Raw -169139.318845 + Penalty 2483.976182 = -166655.342663
  nChanged 6
		SP:Iteration 34Q (46975.470000 sec): 3 clusters
  Score: Raw -169143.062887 + Penalty 2483.976182 = -166659.086705
  nChanged 9
		SP:Iteration 35Q (46975.520000 sec): 3 clusters
  Score: Raw -169148.810313 + Penalty 2483.976182 = -166664.834132
  nChanged 8
		SP:Iteration 36Q (46975.560000 sec): 3 clusters
  Score: Raw -169155.541758 + Penalty 2483.976182 = -166671.565576
  nChanged 13
		SP:Iteration 37Q (46975.600000 sec): 3 clusters
  Score: Raw -169166.372071 + Penalty 2483.976182 = -166682.395890
  nChanged 15
		SP:Iteration 38Q (46975.650000 sec): 3 clusters
  Score: Raw -169177.658427 + Penalty 2483.976182 = -166693.682245
  nChanged 11
		SP:Iteration 39Q (46975.690000 sec): 3 clusters
  Score: Raw -169184.704159 + Penalty 2483.976182 = -166700.727978
  nChanged 8
		SP:Iteration 40F (46975.730000 sec): 3 clusters
  Score: Raw -169188.389331 + Penalty 2483.976182 = -166704.413150
  nChanged 6
		SP:Iteration 41Q (46975.770000 sec): 3 clusters
  Score: Raw -169191.957313 + Penalty 2483.976182 = -166707.981132
  nChanged 5
		SP:Iteration 42Q (46975.810000 sec): 3 clusters
  Score: Raw -169194.926448 + Penalty 2483.976182 = -166710.950267
  nChanged 4
		SP:Iteration 43Q (46975.850000 sec): 3 clusters
  Score: Raw -169197.526996 + Penalty 2483.976182 = -166713.550814
  nChanged 8
		SP:Iteration 44Q (46975.900000 sec): 3 clusters
  Score: Raw -169205.365551 + Penalty 2483.976182 = -166721.389370
  nChanged 15
		SP:Iteration 45Q (46975.940000 sec): 3 clusters
  Score: Raw -169217.655349 + Penalty 2483.976182 = -166733.679167
  nChanged 10
		SP:Iteration 46Q (46975.980000 sec): 3 clusters
  Score: Raw -169223.122900 + Penalty 2483.976182 = -166739.146718
  nChanged 9
		SP:Iteration 47Q (46976.020000 sec): 3 clusters
  Score: Raw -169230.515246 + Penalty 2483.976182 = -166746.539064
  nChanged 6
		SP:Iteration 48Q (46976.070000 sec): 3 clusters
  Score: Raw -169233.685094 + Penalty 2483.976182 = -166749.708913
  nChanged 7
		SP:Iteration 49Q (46976.110000 sec): 3 clusters
  Score: Raw -169237.455429 + Penalty 2483.976182 = -166753.479248
  nChanged 4
		SP:Iteration 50Q (46976.150000 sec): 3 clusters
  Score: Raw -169239.237023 + Penalty 2483.976182 = -166755.260842
  nChanged 3
		SP:Iteration 51Q (46976.190000 sec): 3 clusters
  Score: Raw -169240.603500 + Penalty 2483.976182 = -166756.627319
  nChanged 1
		SP:Iteration 52Q (46976.230000 sec): 3 clusters
  Score: Raw -169241.072161 + Penalty 2483.976182 = -166757.095979
  nChanged 2
		SP:Iteration 53Q (46976.280000 sec): 3 clusters
  Score: Raw -169243.038309 + Penalty 2483.976182 = -166759.062127
  nChanged 3
		SP:Iteration 54Q (46976.410000 sec): 3 clusters
  Score: Raw -169244.385647 + Penalty 2483.976182 = -166760.409465
  nChanged 5
		SP:Iteration 55Q (46976.480000 sec): 3 clusters
  Score: Raw -169246.150661 + Penalty 2483.976182 = -166762.174479
  nChanged 4
		SP:Iteration 56Q (46976.660000 sec): 3 clusters
  Score: Raw -169248.813628 + Penalty 2483.976182 = -166764.837447
  nChanged 6
		SP:Iteration 57Q (46976.800000 sec): 3 clusters
  Score: Raw -169254.264903 + Penalty 2483.976182 = -166770.288721
  nChanged 5
		SP:Iteration 58Q (46976.840000 sec): 3 clusters
  Score: Raw -169257.262591 + Penalty 2483.976182 = -166773.286409
  nChanged 8
		SP:Iteration 59Q (46976.890000 sec): 3 clusters
  Score: Raw -169263.031438 + Penalty 2483.976182 = -166779.055256
  nChanged 8
		SP:Iteration 60F (46976.930000 sec): 3 clusters
  Score: Raw -169270.335561 + Penalty 2483.976182 = -166786.359379
  nChanged 9
		SP:Iteration 61Q (46976.970000 sec): 3 clusters
  Score: Raw -169277.061506 + Penalty 2483.976182 = -166793.085325
  nChanged 7
		SP:Iteration 62Q (46977.010000 sec): 3 clusters
  Score: Raw -169280.063209 + Penalty 2483.976182 = -166796.087027
  nChanged 5
		SP:Iteration 63Q (46977.050000 sec): 3 clusters
  Score: Raw -169282.093137 + Penalty 2483.976182 = -166798.116955
  nChanged 5
		SP:Iteration 64Q (46977.090000 sec): 3 clusters
  Score: Raw -169285.058363 + Penalty 2483.976182 = -166801.082181
  nChanged 5
		SP:Iteration 65Q (46977.140000 sec): 3 clusters
  Score: Raw -169288.053459 + Penalty 2483.976182 = -166804.077277
  nChanged 2
		SP:Iteration 66Q (46977.180000 sec): 3 clusters
  Score: Raw -169288.939037 + Penalty 2483.976182 = -166804.962856
  nChanged 1
		SP:Iteration 67Q (46977.220000 sec): 3 clusters
  Score: Raw -169289.917295 + Penalty 2483.976182 = -166805.941114
  nChanged 3
		SP:Iteration 68Q (46977.260000 sec): 3 clusters
  Score: Raw -169292.253053 + Penalty 2483.976182 = -166808.276872
  nChanged 5
		SP:Iteration 69Q (46977.310000 sec): 3 clusters
  Score: Raw -169295.879206 + Penalty 2483.976182 = -166811.903024
  nChanged 4
		SP:Iteration 70Q (46977.350000 sec): 3 clusters
  Score: Raw -169298.649562 + Penalty 2483.976182 = -166814.673380
  nChanged 7
		SP:Iteration 71Q (46977.390000 sec): 3 clusters
  Score: Raw -169303.776527 + Penalty 2483.976182 = -166819.800345
  nChanged 6
		SP:Iteration 72Q (46977.430000 sec): 3 clusters
  Score: Raw -169308.703113 + Penalty 2483.976182 = -166824.726931
  nChanged 7
		SP:Iteration 73Q (46977.470000 sec): 3 clusters
  Score: Raw -169316.799364 + Penalty 2483.976182 = -166832.823182
  nChanged 9
		SP:Iteration 74Q (46977.520000 sec): 3 clusters
  Score: Raw -169323.686039 + Penalty 2483.976182 = -166839.709858
  nChanged 7
		SP:Iteration 75Q (46977.560000 sec): 3 clusters
  Score: Raw -169328.286579 + Penalty 2483.976182 = -166844.310398
  nChanged 6
		SP:Iteration 76Q (46977.600000 sec): 3 clusters
  Score: Raw -169333.083288 + Penalty 2483.976182 = -166849.107106
  nChanged 6
		SP:Iteration 77Q (46977.640000 sec): 3 clusters
  Score: Raw -169337.849953 + Penalty 2483.976182 = -166853.873771
  nChanged 3
		SP:Iteration 78Q (46977.690000 sec): 3 clusters
  Score: Raw -169340.340203 + Penalty 2483.976182 = -166856.364022
  nChanged 3
		SP:Iteration 79Q (46977.730000 sec): 3 clusters
  Score: Raw -169342.683997 + Penalty 2483.976182 = -166858.707815
  nChanged 2
		SP:Iteration 80F (46977.860000 sec): 3 clusters
  Score: Raw -169343.695838 + Penalty 2483.976182 = -166859.719657
  nChanged 2
		SP:Iteration 81Q (46978.040000 sec): 3 clusters
  Score: Raw -169344.568508 + Penalty 2483.976182 = -166860.592327
  nChanged 3
		SP:Iteration 82Q (46978.180000 sec): 3 clusters
  Score: Raw -169346.251655 + Penalty 2483.976182 = -166862.275473
  nChanged 1
		SP:Iteration 83Q (46978.220000 sec): 3 clusters
  Score: Raw -169346.633894 + Penalty 2483.976182 = -166862.657712
  nChanged 0
		SP:Iteration 84F (46978.260000 sec): 3 clusters
  Score: Raw -169346.633894 + Penalty 2483.976182 = -166862.657712
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 105 (2239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46978.340000 sec): 2 clusters
  Score: Raw -189844.509438 + Penalty 1253.490000 = -188591.019438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46978.390000 sec): 3 clusters
  Score: Raw -188954.666773 + Penalty 2506.980000 = -186447.686773
  nChanged 802
		SP:Iteration 1F (46978.430000 sec): 3 clusters
  Score: Raw -189507.878689 + Penalty 2506.980000 = -187000.898689
  nChanged 190
		SP:Iteration 2F (46978.480000 sec): 3 clusters
  Score: Raw -189647.790178 + Penalty 2506.980000 = -187140.810178
  nChanged 128
		SP:Iteration 3F (46978.520000 sec): 3 clusters
  Score: Raw -189743.419435 + Penalty 2506.980000 = -187236.439435
  nChanged 102
		SP:Iteration 4Q (46978.560000 sec): 3 clusters
  Score: Raw -189821.122281 + Penalty 2506.980000 = -187314.142281
  nChanged 77
		SP:Iteration 5Q (46978.610000 sec): 3 clusters
  Score: Raw -189875.154813 + Penalty 2506.980000 = -187368.174812
  nChanged 56
		SP:Iteration 6Q (46978.650000 sec): 3 clusters
  Score: Raw -189924.911651 + Penalty 2506.980000 = -187417.931650
  nChanged 61
		SP:Iteration 7Q (46978.690000 sec): 3 clusters
  Score: Raw -189969.548920 + Penalty 2506.980000 = -187462.568920
  nChanged 42
		SP:Iteration 8Q (46978.730000 sec): 3 clusters
  Score: Raw -189998.084588 + Penalty 2506.980000 = -187491.104588
  nChanged 30
		SP:Iteration 9Q (46978.780000 sec): 3 clusters
  Score: Raw -190014.375494 + Penalty 2506.980000 = -187507.395494
  nChanged 23
		SP:Iteration 10Q (46978.820000 sec): 3 clusters
  Score: Raw -190027.149851 + Penalty 2506.980000 = -187520.169850
  nChanged 17
		SP:Iteration 11Q (46978.860000 sec): 3 clusters
  Score: Raw -190041.722464 + Penalty 2506.980000 = -187534.742463
  nChanged 24
		SP:Iteration 12Q (46978.910000 sec): 3 clusters
  Score: Raw -190060.516998 + Penalty 2506.980000 = -187553.536998
  nChanged 33
		SP:Iteration 13Q (46978.950000 sec): 3 clusters
  Score: Raw -190084.664479 + Penalty 2506.980000 = -187577.684479
  nChanged 27
		SP:Iteration 14Q (46978.990000 sec): 3 clusters
  Score: Raw -190100.151583 + Penalty 2506.980000 = -187593.171582
  nChanged 15
		SP:Iteration 15Q (46979.030000 sec): 3 clusters
  Score: Raw -190108.221851 + Penalty 2506.980000 = -187601.241851
  nChanged 12
		SP:Iteration 16Q (46979.070000 sec): 3 clusters
  Score: Raw -190114.329569 + Penalty 2506.980000 = -187607.349568
  nChanged 10
		SP:Iteration 17Q (46979.120000 sec): 3 clusters
  Score: Raw -190120.518584 + Penalty 2506.980000 = -187613.538583
  nChanged 10
		SP:Iteration 18Q (46979.160000 sec): 3 clusters
  Score: Raw -190128.392215 + Penalty 2506.980000 = -187621.412214
  nChanged 15
		SP:Iteration 19Q (46979.200000 sec): 3 clusters
  Score: Raw -190138.907476 + Penalty 2506.980000 = -187631.927475
  nChanged 10
		SP:Iteration 20F (46979.250000 sec): 3 clusters
  Score: Raw -190145.243295 + Penalty 2506.980000 = -187638.263295
  nChanged 10
		SP:Iteration 21Q (46979.370000 sec): 3 clusters
  Score: Raw -190148.780495 + Penalty 2506.980000 = -187641.800495
  nChanged 5
		SP:Iteration 22Q (46979.420000 sec): 3 clusters
  Score: Raw -190151.222960 + Penalty 2506.980000 = -187644.242960
  nChanged 10
		SP:Iteration 23Q (46979.460000 sec): 3 clusters
  Score: Raw -190155.964314 + Penalty 2506.980000 = -187648.984314
  nChanged 7
		SP:Iteration 24Q (46979.500000 sec): 3 clusters
  Score: Raw -190159.044664 + Penalty 2506.980000 = -187652.064663
  nChanged 6
		SP:Iteration 25Q (46979.590000 sec): 3 clusters
  Score: Raw -190161.875089 + Penalty 2506.980000 = -187654.895088
  nChanged 2
		SP:Iteration 26Q (46979.640000 sec): 3 clusters
  Score: Raw -190162.564293 + Penalty 2506.980000 = -187655.584293
  nChanged 1
		SP:Iteration 27Q (46979.680000 sec): 3 clusters
  Score: Raw -190163.162766 + Penalty 2506.980000 = -187656.182766
  nChanged 1
		SP:Iteration 28Q (46979.720000 sec): 3 clusters
  Score: Raw -190163.467587 + Penalty 2506.980000 = -187656.487587
  nChanged 1
		SP:Iteration 29Q (46979.760000 sec): 3 clusters
  Score: Raw -190164.054217 + Penalty 2506.980000 = -187657.074217
  nChanged 2
		SP:Iteration 30Q (46979.810000 sec): 3 clusters
  Score: Raw -190165.586542 + Penalty 2506.980000 = -187658.606541
  nChanged 6
		SP:Iteration 31Q (46979.850000 sec): 3 clusters
  Score: Raw -190168.866981 + Penalty 2506.980000 = -187661.886981
  nChanged 3
		SP:Iteration 32Q (46979.890000 sec): 3 clusters
  Score: Raw -190169.697900 + Penalty 2506.980000 = -187662.717900
  nChanged 0
		SP:Iteration 33F (46980.030000 sec): 3 clusters
  Score: Raw -190169.697900 + Penalty 2506.980000 = -187662.717900
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 106 (8836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46980.170000 sec): 2 clusters
  Score: Raw -836077.346601 + Penalty 1476.570804 = -834600.775796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46980.370000 sec): 3 clusters
  Score: Raw -831078.263498 + Penalty 2953.141608 = -828125.121889
  nChanged 3777
		SP:Iteration 1F (46980.570000 sec): 3 clusters
  Score: Raw -833234.241589 + Penalty 2953.141608 = -830281.099981
  nChanged 634
		SP:Iteration 2F (46980.760000 sec): 3 clusters
  Score: Raw -833587.136959 + Penalty 2953.141608 = -830633.995351
  nChanged 591
		SP:Iteration 3F (46981.040000 sec): 3 clusters
  Score: Raw -833948.713951 + Penalty 2953.141608 = -830995.572343
  nChanged 581
		SP:Iteration 4F (46981.240000 sec): 3 clusters
  Score: Raw -834335.898031 + Penalty 2953.141608 = -831382.756423
  nChanged 551
		SP:Iteration 5F (46981.430000 sec): 3 clusters
  Score: Raw -834682.723097 + Penalty 2953.141608 = -831729.581488
  nChanged 482
		SP:Iteration 6F (46981.610000 sec): 3 clusters
  Score: Raw -834967.703705 + Penalty 2953.141608 = -832014.562096
  nChanged 418
		SP:Iteration 7Q (46981.810000 sec): 3 clusters
  Score: Raw -835175.131076 + Penalty 2953.141608 = -832221.989467
  nChanged 287
		SP:Iteration 8Q (46982.000000 sec): 3 clusters
  Score: Raw -835291.814862 + Penalty 2953.141608 = -832338.673253
  nChanged 232
		SP:Iteration 9Q (46982.190000 sec): 3 clusters
  Score: Raw -835368.638771 + Penalty 2953.141608 = -832415.497162
  nChanged 156
		SP:Iteration 10Q (46982.390000 sec): 3 clusters
  Score: Raw -835414.077136 + Penalty 2953.141608 = -832460.935527
  nChanged 114
		SP:Iteration 11Q (46982.580000 sec): 3 clusters
  Score: Raw -835442.595868 + Penalty 2953.141608 = -832489.454259
  nChanged 88
		SP:Iteration 12Q (46982.720000 sec): 3 clusters
  Score: Raw -835462.399189 + Penalty 2953.141608 = -832509.257581
  nChanged 78
		SP:Iteration 13Q (46982.860000 sec): 3 clusters
  Score: Raw -835479.363377 + Penalty 2953.141608 = -832526.221769
  nChanged 52
		SP:Iteration 14Q (46983.130000 sec): 3 clusters
  Score: Raw -835490.574701 + Penalty 2953.141608 = -832537.433093
  nChanged 52
		SP:Iteration 15Q (46983.360000 sec): 3 clusters
  Score: Raw -835501.688177 + Penalty 2953.141608 = -832548.546569
  nChanged 45
		SP:Iteration 16Q (46983.560000 sec): 3 clusters
  Score: Raw -835510.797991 + Penalty 2953.141608 = -832557.656383
  nChanged 35
		SP:Iteration 17Q (46983.800000 sec): 3 clusters
  Score: Raw -835517.376587 + Penalty 2953.141608 = -832564.234979
  nChanged 35
		SP:Iteration 18Q (46983.990000 sec): 3 clusters
  Score: Raw -835524.087869 + Penalty 2953.141608 = -832570.946260
  nChanged 35
		SP:Iteration 19Q (46984.180000 sec): 3 clusters
  Score: Raw -835528.538438 + Penalty 2953.141608 = -832575.396829
  nChanged 16
		SP:Iteration 20F (46984.370000 sec): 3 clusters
  Score: Raw -835530.573102 + Penalty 2953.141608 = -832577.431494
  nChanged 18
		SP:Iteration 21Q (46984.570000 sec): 3 clusters
  Score: Raw -835533.364526 + Penalty 2953.141608 = -832580.222918
  nChanged 15
		SP:Iteration 22Q (46984.750000 sec): 3 clusters
  Score: Raw -835535.205981 + Penalty 2953.141608 = -832582.064372
  nChanged 5
		SP:Iteration 23Q (46984.940000 sec): 3 clusters
  Score: Raw -835535.935809 + Penalty 2953.141608 = -832582.794201
  nChanged 2
		SP:Iteration 24Q (46985.140000 sec): 3 clusters
  Score: Raw -835536.103994 + Penalty 2953.141608 = -832582.962385
  nChanged 2
		SP:Iteration 25Q (46985.280000 sec): 3 clusters
  Score: Raw -835536.193313 + Penalty 2953.141608 = -832583.051705
  nChanged 2
		SP:Iteration 26Q (46985.420000 sec): 3 clusters
  Score: Raw -835536.460361 + Penalty 2953.141608 = -832583.318752
  nChanged 4
		SP:Iteration 27Q (46985.650000 sec): 3 clusters
  Score: Raw -835536.961466 + Penalty 2953.141608 = -832583.819857
  nChanged 2
		SP:Iteration 28Q (46985.830000 sec): 3 clusters
  Score: Raw -835537.260770 + Penalty 2953.141608 = -832584.119161
  nChanged 4
		SP:Iteration 29Q (46986.030000 sec): 3 clusters
  Score: Raw -835537.850626 + Penalty 2953.141608 = -832584.709017
  nChanged 7
		SP:Iteration 30Q (46986.220000 sec): 3 clusters
  Score: Raw -835538.664697 + Penalty 2953.141608 = -832585.523089
  nChanged 2
		SP:Iteration 31Q (46986.410000 sec): 3 clusters
  Score: Raw -835538.828775 + Penalty 2953.141608 = -832585.687166
  nChanged 0
		SP:Iteration 32F (46986.640000 sec): 3 clusters
  Score: Raw -835538.828775 + Penalty 2953.141608 = -832585.687166
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 107 (7167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46986.760000 sec): 2 clusters
  Score: Raw -643179.011784 + Penalty 1442.551896 = -641736.459889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46986.980000 sec): 3 clusters
  Score: Raw -639326.518244 + Penalty 2885.103792 = -636441.414453
  nChanged 3046
		SP:Iteration 1F (46987.180000 sec): 3 clusters
  Score: Raw -641203.111235 + Penalty 2885.103792 = -638318.007443
  nChanged 632
		SP:Iteration 2F (46987.380000 sec): 3 clusters
  Score: Raw -641680.069799 + Penalty 2885.103792 = -638794.966007
  nChanged 509
		SP:Iteration 3F (46987.590000 sec): 3 clusters
  Score: Raw -642032.460059 + Penalty 2885.103792 = -639147.356268
  nChanged 417
		SP:Iteration 4F (46987.790000 sec): 3 clusters
  Score: Raw -642259.034964 + Penalty 2885.103792 = -639373.931172
  nChanged 295
		SP:Iteration 5Q (46987.990000 sec): 3 clusters
  Score: Raw -642408.959961 + Penalty 2885.103792 = -639523.856170
  nChanged 243
		SP:Iteration 6Q (46988.190000 sec): 3 clusters
  Score: Raw -642525.429362 + Penalty 2885.103792 = -639640.325571
  nChanged 208
		SP:Iteration 7Q (46988.390000 sec): 3 clusters
  Score: Raw -642606.532064 + Penalty 2885.103792 = -639721.428272
  nChanged 175
		SP:Iteration 8Q (46988.590000 sec): 3 clusters
  Score: Raw -642670.130660 + Penalty 2885.103792 = -639785.026868
  nChanged 139
		SP:Iteration 9Q (46988.790000 sec): 3 clusters
  Score: Raw -642723.575378 + Penalty 2885.103792 = -639838.471586
  nChanged 152
		SP:Iteration 10Q (46988.990000 sec): 3 clusters
  Score: Raw -642788.606360 + Penalty 2885.103792 = -639903.502568
  nChanged 155
		SP:Iteration 11Q (46989.190000 sec): 3 clusters
  Score: Raw -642849.634803 + Penalty 2885.103792 = -639964.531011
  nChanged 128
		SP:Iteration 12Q (46989.390000 sec): 3 clusters
  Score: Raw -642898.267301 + Penalty 2885.103792 = -640013.163509
  nChanged 158
		SP:Iteration 13Q (46989.590000 sec): 3 clusters
  Score: Raw -642963.406097 + Penalty 2885.103792 = -640078.302305
  nChanged 156
		SP:Iteration 14Q (46989.790000 sec): 3 clusters
  Score: Raw -643027.330672 + Penalty 2885.103792 = -640142.226881
  nChanged 128
		SP:Iteration 15Q (46989.990000 sec): 3 clusters
  Score: Raw -643077.053542 + Penalty 2885.103792 = -640191.949751
  nChanged 109
		SP:Iteration 16Q (46990.190000 sec): 3 clusters
  Score: Raw -643117.255804 + Penalty 2885.103792 = -640232.152012
  nChanged 83
		SP:Iteration 17Q (46990.390000 sec): 3 clusters
  Score: Raw -643144.500277 + Penalty 2885.103792 = -640259.396486
  nChanged 75
		SP:Iteration 18Q (46990.590000 sec): 3 clusters
  Score: Raw -643166.566281 + Penalty 2885.103792 = -640281.462490
  nChanged 70
		SP:Iteration 19Q (46990.800000 sec): 3 clusters
  Score: Raw -643185.356388 + Penalty 2885.103792 = -640300.252597
  nChanged 50
		SP:Iteration 20F (46991.000000 sec): 3 clusters
  Score: Raw -643202.688079 + Penalty 2885.103792 = -640317.584287
  nChanged 57
		SP:Iteration 21Q (46991.200000 sec): 3 clusters
  Score: Raw -643222.013882 + Penalty 2885.103792 = -640336.910090
  nChanged 58
		SP:Iteration 22Q (46991.400000 sec): 3 clusters
  Score: Raw -643239.661769 + Penalty 2885.103792 = -640354.557977
  nChanged 49
		SP:Iteration 23Q (46991.610000 sec): 3 clusters
  Score: Raw -643252.161117 + Penalty 2885.103792 = -640367.057325
  nChanged 48
		SP:Iteration 24Q (46991.810000 sec): 3 clusters
  Score: Raw -643262.477573 + Penalty 2885.103792 = -640377.373782
  nChanged 32
		SP:Iteration 25Q (46992.010000 sec): 3 clusters
  Score: Raw -643270.417139 + Penalty 2885.103792 = -640385.313347
  nChanged 40
		SP:Iteration 26Q (46992.210000 sec): 3 clusters
  Score: Raw -643279.951902 + Penalty 2885.103792 = -640394.848110
  nChanged 46
		SP:Iteration 27Q (46992.410000 sec): 3 clusters
  Score: Raw -643290.446437 + Penalty 2885.103792 = -640405.342645
  nChanged 43
		SP:Iteration 28Q (46992.700000 sec): 3 clusters
  Score: Raw -643298.388386 + Penalty 2885.103792 = -640413.284594
  nChanged 31
		SP:Iteration 29Q (46992.860000 sec): 3 clusters
  Score: Raw -643305.057384 + Penalty 2885.103792 = -640419.953592
  nChanged 35
		SP:Iteration 30Q (46993.060000 sec): 3 clusters
  Score: Raw -643312.044621 + Penalty 2885.103792 = -640426.940829
  nChanged 27
		SP:Iteration 31Q (46993.170000 sec): 3 clusters
  Score: Raw -643319.822464 + Penalty 2885.103792 = -640434.718672
  nChanged 34
		SP:Iteration 32Q (46993.300000 sec): 3 clusters
  Score: Raw -643330.151831 + Penalty 2885.103792 = -640445.048040
  nChanged 33
		SP:Iteration 33Q (46993.500000 sec): 3 clusters
  Score: Raw -643343.658906 + Penalty 2885.103792 = -640458.555114
  nChanged 33
		SP:Iteration 34Q (46993.710000 sec): 3 clusters
  Score: Raw -643356.811704 + Penalty 2885.103792 = -640471.707913
  nChanged 33
		SP:Iteration 35Q (46993.900000 sec): 3 clusters
  Score: Raw -643366.178173 + Penalty 2885.103792 = -640481.074381
  nChanged 22
		SP:Iteration 36Q (46994.100000 sec): 3 clusters
  Score: Raw -643372.623175 + Penalty 2885.103792 = -640487.519384
  nChanged 20
		SP:Iteration 37Q (46994.310000 sec): 3 clusters
  Score: Raw -643378.454306 + Penalty 2885.103792 = -640493.350514
  nChanged 25
		SP:Iteration 38Q (46994.510000 sec): 3 clusters
  Score: Raw -643386.240155 + Penalty 2885.103792 = -640501.136364
  nChanged 33
		SP:Iteration 39Q (46994.710000 sec): 3 clusters
  Score: Raw -643395.570191 + Penalty 2885.103792 = -640510.466399
  nChanged 27
		SP:Iteration 40F (46994.910000 sec): 3 clusters
  Score: Raw -643404.212504 + Penalty 2885.103792 = -640519.108713
  nChanged 25
		SP:Iteration 41Q (46995.020000 sec): 3 clusters
  Score: Raw -643411.445585 + Penalty 2885.103792 = -640526.341794
  nChanged 23
		SP:Iteration 42Q (46995.140000 sec): 3 clusters
  Score: Raw -643418.506452 + Penalty 2885.103792 = -640533.402660
  nChanged 20
		SP:Iteration 43Q (46995.250000 sec): 3 clusters
  Score: Raw -643424.102826 + Penalty 2885.103792 = -640538.999034
  nChanged 23
		SP:Iteration 44Q (46995.460000 sec): 3 clusters
  Score: Raw -643429.472465 + Penalty 2885.103792 = -640544.368674
  nChanged 20
		SP:Iteration 45Q (46995.670000 sec): 3 clusters
  Score: Raw -643437.194958 + Penalty 2885.103792 = -640552.091166
  nChanged 26
		SP:Iteration 46Q (46995.870000 sec): 3 clusters
  Score: Raw -643446.149261 + Penalty 2885.103792 = -640561.045469
  nChanged 22
		SP:Iteration 47Q (46996.070000 sec): 3 clusters
  Score: Raw -643452.408935 + Penalty 2885.103792 = -640567.305143
  nChanged 15
		SP:Iteration 48Q (46996.270000 sec): 3 clusters
  Score: Raw -643456.524414 + Penalty 2885.103792 = -640571.420622
  nChanged 14
		SP:Iteration 49Q (46996.470000 sec): 3 clusters
  Score: Raw -643461.084832 + Penalty 2885.103792 = -640575.981040
  nChanged 17
		SP:Iteration 50Q (46996.670000 sec): 3 clusters
  Score: Raw -643467.149974 + Penalty 2885.103792 = -640582.046182
  nChanged 19
		SP:Iteration 51Q (46996.870000 sec): 3 clusters
  Score: Raw -643472.361876 + Penalty 2885.103792 = -640587.258084
  nChanged 8
		SP:Iteration 52Q (46997.080000 sec): 3 clusters
  Score: Raw -643474.572613 + Penalty 2885.103792 = -640589.468821
  nChanged 7
		SP:Iteration 53Q (46997.190000 sec): 3 clusters
  Score: Raw -643476.282022 + Penalty 2885.103792 = -640591.178230
  nChanged 12
		SP:Iteration 54Q (46997.300000 sec): 3 clusters
  Score: Raw -643478.997766 + Penalty 2885.103792 = -640593.893975
  nChanged 8
		SP:Iteration 55Q (46997.520000 sec): 3 clusters
  Score: Raw -643480.630356 + Penalty 2885.103792 = -640595.526564
  nChanged 6
		SP:Iteration 56Q (46997.720000 sec): 3 clusters
  Score: Raw -643482.005213 + Penalty 2885.103792 = -640596.901421
  nChanged 7
		SP:Iteration 57Q (46997.930000 sec): 3 clusters
  Score: Raw -643483.180111 + Penalty 2885.103792 = -640598.076319
  nChanged 2
		SP:Iteration 58Q (46998.120000 sec): 3 clusters
  Score: Raw -643483.465240 + Penalty 2885.103792 = -640598.361449
  nChanged 2
		SP:Iteration 59Q (46998.230000 sec): 3 clusters
  Score: Raw -643484.715301 + Penalty 2885.103792 = -640599.611509
  nChanged 5
		SP:Iteration 60F (46998.430000 sec): 3 clusters
  Score: Raw -643486.566430 + Penalty 2885.103792 = -640601.462639
  nChanged 8
		SP:Iteration 61Q (46998.540000 sec): 3 clusters
  Score: Raw -643488.956623 + Penalty 2885.103792 = -640603.852832
  nChanged 8
		SP:Iteration 62Q (46998.740000 sec): 3 clusters
  Score: Raw -643491.165230 + Penalty 2885.103792 = -640606.061439
  nChanged 18
		SP:Iteration 63Q (46998.940000 sec): 3 clusters
  Score: Raw -643496.189061 + Penalty 2885.103792 = -640611.085269
  nChanged 13
		SP:Iteration 64Q (46999.140000 sec): 3 clusters
  Score: Raw -643498.722038 + Penalty 2885.103792 = -640613.618246
  nChanged 9
		SP:Iteration 65Q (46999.340000 sec): 3 clusters
  Score: Raw -643500.542698 + Penalty 2885.103792 = -640615.438907
  nChanged 10
		SP:Iteration 66Q (46999.540000 sec): 3 clusters
  Score: Raw -643501.921771 + Penalty 2885.103792 = -640616.817979
  nChanged 6
		SP:Iteration 67Q (46999.750000 sec): 3 clusters
  Score: Raw -643502.644655 + Penalty 2885.103792 = -640617.540863
  nChanged 1
		SP:Iteration 68Q (46999.950000 sec): 3 clusters
  Score: Raw -643502.808547 + Penalty 2885.103792 = -640617.704755
  nChanged 3
		SP:Iteration 69Q (47000.150000 sec): 3 clusters
  Score: Raw -643503.240225 + Penalty 2885.103792 = -640618.136433
  nChanged 1
		SP:Iteration 70Q (47000.350000 sec): 3 clusters
  Score: Raw -643503.569637 + Penalty 2885.103792 = -640618.465845
  nChanged 1
		SP:Iteration 71Q (47000.550000 sec): 3 clusters
  Score: Raw -643503.709264 + Penalty 2885.103792 = -640618.605472
  nChanged 3
		SP:Iteration 72Q (47000.750000 sec): 3 clusters
  Score: Raw -643505.527044 + Penalty 2885.103792 = -640620.423252
  nChanged 6
		SP:Iteration 73Q (47000.950000 sec): 3 clusters
  Score: Raw -643507.224474 + Penalty 2885.103792 = -640622.120682
  nChanged 2
		SP:Iteration 74Q (47001.150000 sec): 3 clusters
  Score: Raw -643507.856867 + Penalty 2885.103792 = -640622.753075
  nChanged 3
		SP:Iteration 75Q (47001.340000 sec): 3 clusters
  Score: Raw -643508.478056 + Penalty 2885.103792 = -640623.374264
  nChanged 2
		SP:Iteration 76Q (47001.450000 sec): 3 clusters
  Score: Raw -643509.163912 + Penalty 2885.103792 = -640624.060120
  nChanged 4
		SP:Iteration 77Q (47001.630000 sec): 3 clusters
  Score: Raw -643510.193174 + Penalty 2885.103792 = -640625.089383
  nChanged 5
		SP:Iteration 78Q (47001.830000 sec): 3 clusters
  Score: Raw -643511.577603 + Penalty 2885.103792 = -640626.473811
  nChanged 5
		SP:Iteration 79Q (47002.030000 sec): 3 clusters
  Score: Raw -643512.717030 + Penalty 2885.103792 = -640627.613238
  nChanged 6
		SP:Iteration 80F (47002.240000 sec): 3 clusters
  Score: Raw -643514.455946 + Penalty 2885.103792 = -640629.352154
  nChanged 6
		SP:Iteration 81Q (47002.440000 sec): 3 clusters
  Score: Raw -643517.045113 + Penalty 2885.103792 = -640631.941321
  nChanged 5
		SP:Iteration 82Q (47002.640000 sec): 3 clusters
  Score: Raw -643518.612519 + Penalty 2885.103792 = -640633.508727
  nChanged 8
		SP:Iteration 83Q (47002.840000 sec): 3 clusters
  Score: Raw -643521.589316 + Penalty 2885.103792 = -640636.485525
  nChanged 5
		SP:Iteration 84Q (47003.040000 sec): 3 clusters
  Score: Raw -643522.984105 + Penalty 2885.103792 = -640637.880313
  nChanged 9
		SP:Iteration 85Q (47003.300000 sec): 3 clusters
  Score: Raw -643526.314637 + Penalty 2885.103792 = -640641.210845
  nChanged 10
		SP:Iteration 86Q (47003.510000 sec): 3 clusters
  Score: Raw -643529.592986 + Penalty 2885.103792 = -640644.489194
  nChanged 6
		SP:Iteration 87Q (47003.710000 sec): 3 clusters
  Score: Raw -643531.815629 + Penalty 2885.103792 = -640646.711837
  nChanged 5
		SP:Iteration 88Q (47003.910000 sec): 3 clusters
  Score: Raw -643533.031242 + Penalty 2885.103792 = -640647.927450
  nChanged 1
		SP:Iteration 89Q (47004.110000 sec): 3 clusters
  Score: Raw -643533.241163 + Penalty 2885.103792 = -640648.137371
  nChanged 1
		SP:Iteration 90Q (47004.310000 sec): 3 clusters
  Score: Raw -643533.320562 + Penalty 2885.103792 = -640648.216770
  nChanged 0
		SP:Iteration 91F (47004.520000 sec): 3 clusters
  Score: Raw -643533.320562 + Penalty 2885.103792 = -640648.216770
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 108 (10153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47004.680000 sec): 2 clusters
  Score: Raw -883660.681999 + Penalty 1499.147732 = -882161.534267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47004.940000 sec): 3 clusters
  Score: Raw -877899.864655 + Penalty 2998.295465 = -874901.569190
  nChanged 4370
		SP:Iteration 1F (47005.210000 sec): 3 clusters
  Score: Raw -880519.038771 + Penalty 2998.295465 = -877520.743306
  nChanged 768
		SP:Iteration 2F (47005.480000 sec): 3 clusters
  Score: Raw -881001.513967 + Penalty 2998.295465 = -878003.218502
  nChanged 711
		SP:Iteration 3F (47005.740000 sec): 3 clusters
  Score: Raw -881490.247953 + Penalty 2998.295465 = -878491.952488
  nChanged 653
		SP:Iteration 4F (47006.000000 sec): 3 clusters
  Score: Raw -881919.978716 + Penalty 2998.295465 = -878921.683252
  nChanged 579
		SP:Iteration 5F (47006.270000 sec): 3 clusters
  Score: Raw -882254.961487 + Penalty 2998.295465 = -879256.666022
  nChanged 490
		SP:Iteration 6Q (47006.530000 sec): 3 clusters
  Score: Raw -882512.285281 + Penalty 2998.295465 = -879513.989816
  nChanged 382
		SP:Iteration 7Q (47006.680000 sec): 3 clusters
  Score: Raw -882727.219330 + Penalty 2998.295465 = -879728.923865
  nChanged 326
		SP:Iteration 8Q (47006.950000 sec): 3 clusters
  Score: Raw -882896.762212 + Penalty 2998.295465 = -879898.466747
  nChanged 285
		SP:Iteration 9Q (47007.210000 sec): 3 clusters
  Score: Raw -883045.081778 + Penalty 2998.295465 = -880046.786313
  nChanged 252
		SP:Iteration 10Q (47007.480000 sec): 3 clusters
  Score: Raw -883171.981429 + Penalty 2998.295465 = -880173.685964
  nChanged 243
		SP:Iteration 11Q (47007.740000 sec): 3 clusters
  Score: Raw -883286.817489 + Penalty 2998.295465 = -880288.522024
  nChanged 211
		SP:Iteration 12Q (47007.970000 sec): 3 clusters
  Score: Raw -883378.001154 + Penalty 2998.295465 = -880379.705689
  nChanged 160
		SP:Iteration 13Q (47008.190000 sec): 3 clusters
  Score: Raw -883437.458094 + Penalty 2998.295465 = -880439.162629
  nChanged 130
		SP:Iteration 14Q (47008.460000 sec): 3 clusters
  Score: Raw -883475.995723 + Penalty 2998.295465 = -880477.700258
  nChanged 111
		SP:Iteration 15Q (47008.720000 sec): 3 clusters
  Score: Raw -883500.309273 + Penalty 2998.295465 = -880502.013808
  nChanged 88
		SP:Iteration 16Q (47008.990000 sec): 3 clusters
  Score: Raw -883520.004253 + Penalty 2998.295465 = -880521.708788
  nChanged 66
		SP:Iteration 17Q (47009.260000 sec): 3 clusters
  Score: Raw -883531.229432 + Penalty 2998.295465 = -880532.933967
  nChanged 56
		SP:Iteration 18Q (47009.520000 sec): 3 clusters
  Score: Raw -883541.110255 + Penalty 2998.295465 = -880542.814790
  nChanged 51
		SP:Iteration 19Q (47009.790000 sec): 3 clusters
  Score: Raw -883549.664486 + Penalty 2998.295465 = -880551.369021
  nChanged 49
		SP:Iteration 20F (47010.050000 sec): 3 clusters
  Score: Raw -883557.584536 + Penalty 2998.295465 = -880559.289071
  nChanged 44
		SP:Iteration 21Q (47010.320000 sec): 3 clusters
  Score: Raw -883565.402323 + Penalty 2998.295465 = -880567.106858
  nChanged 40
		SP:Iteration 22Q (47010.580000 sec): 3 clusters
  Score: Raw -883571.016121 + Penalty 2998.295465 = -880572.720657
  nChanged 27
		SP:Iteration 23Q (47010.850000 sec): 3 clusters
  Score: Raw -883574.216811 + Penalty 2998.295465 = -880575.921346
  nChanged 21
		SP:Iteration 24Q (47011.120000 sec): 3 clusters
  Score: Raw -883576.909188 + Penalty 2998.295465 = -880578.613723
  nChanged 16
		SP:Iteration 25Q (47011.380000 sec): 3 clusters
  Score: Raw -883578.645334 + Penalty 2998.295465 = -880580.349869
  nChanged 12
		SP:Iteration 26Q (47011.650000 sec): 3 clusters
  Score: Raw -883580.573074 + Penalty 2998.295465 = -880582.277609
  nChanged 9
		SP:Iteration 27Q (47011.910000 sec): 3 clusters
  Score: Raw -883581.415116 + Penalty 2998.295465 = -880583.119651
  nChanged 7
		SP:Iteration 28Q (47012.180000 sec): 3 clusters
  Score: Raw -883582.093380 + Penalty 2998.295465 = -880583.797915
  nChanged 7
		SP:Iteration 29Q (47012.400000 sec): 3 clusters
  Score: Raw -883583.041799 + Penalty 2998.295465 = -880584.746334
  nChanged 9
		SP:Iteration 30Q (47012.620000 sec): 3 clusters
  Score: Raw -883583.573015 + Penalty 2998.295465 = -880585.277550
  nChanged 0
		SP:Iteration 31F (47012.890000 sec): 3 clusters
  Score: Raw -883583.573015 + Penalty 2998.295465 = -880585.277550
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 109 (2646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47013.000000 sec): 2 clusters
  Score: Raw -209135.151663 + Penalty 1280.630706 = -207854.520957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47013.140000 sec): 3 clusters
  Score: Raw -207935.530521 + Penalty 2561.261412 = -205374.269109
  nChanged 944
		SP:Iteration 1F (47013.320000 sec): 3 clusters
  Score: Raw -208570.762460 + Penalty 2561.261412 = -206009.501048
  nChanged 234
		SP:Iteration 2F (47013.490000 sec): 3 clusters
  Score: Raw -208753.686239 + Penalty 2561.261412 = -206192.424827
  nChanged 177
		SP:Iteration 3F (47013.670000 sec): 3 clusters
  Score: Raw -208896.020997 + Penalty 2561.261412 = -206334.759585
  nChanged 147
		SP:Iteration 4F (47013.840000 sec): 3 clusters
  Score: Raw -208998.205891 + Penalty 2561.261412 = -206436.944479
  nChanged 101
		SP:Iteration 5Q (47014.020000 sec): 3 clusters
  Score: Raw -209073.950427 + Penalty 2561.261412 = -206512.689015
  nChanged 80
		SP:Iteration 6Q (47014.200000 sec): 3 clusters
  Score: Raw -209136.946673 + Penalty 2561.261412 = -206575.685261
  nChanged 66
		SP:Iteration 7Q (47014.370000 sec): 3 clusters
  Score: Raw -209186.470916 + Penalty 2561.261412 = -206625.209504
  nChanged 68
		SP:Iteration 8Q (47014.540000 sec): 3 clusters
  Score: Raw -209235.944786 + Penalty 2561.261412 = -206674.683374
  nChanged 47
		SP:Iteration 9Q (47014.720000 sec): 3 clusters
  Score: Raw -209273.326113 + Penalty 2561.261412 = -206712.064701
  nChanged 45
		SP:Iteration 10Q (47014.900000 sec): 3 clusters
  Score: Raw -209295.796550 + Penalty 2561.261412 = -206734.535138
  nChanged 29
		SP:Iteration 11Q (47015.070000 sec): 3 clusters
  Score: Raw -209314.545568 + Penalty 2561.261412 = -206753.284156
  nChanged 22
		SP:Iteration 12Q (47015.250000 sec): 3 clusters
  Score: Raw -209326.341353 + Penalty 2561.261412 = -206765.079941
  nChanged 22
		SP:Iteration 13Q (47015.420000 sec): 3 clusters
  Score: Raw -209336.032962 + Penalty 2561.261412 = -206774.771550
  nChanged 11
		SP:Iteration 14Q (47015.600000 sec): 3 clusters
  Score: Raw -209342.775206 + Penalty 2561.261412 = -206781.513794
  nChanged 16
		SP:Iteration 15Q (47015.780000 sec): 3 clusters
  Score: Raw -209352.435146 + Penalty 2561.261412 = -206791.173734
  nChanged 16
		SP:Iteration 16Q (47015.950000 sec): 3 clusters
  Score: Raw -209360.351381 + Penalty 2561.261412 = -206799.089969
  nChanged 13
		SP:Iteration 17Q (47016.130000 sec): 3 clusters
  Score: Raw -209367.860767 + Penalty 2561.261412 = -206806.599355
  nChanged 10
		SP:Iteration 18Q (47016.300000 sec): 3 clusters
  Score: Raw -209371.490769 + Penalty 2561.261412 = -206810.229357
  nChanged 7
		SP:Iteration 19Q (47016.480000 sec): 3 clusters
  Score: Raw -209374.373938 + Penalty 2561.261412 = -206813.112526
  nChanged 2
		SP:Iteration 20F (47016.660000 sec): 3 clusters
  Score: Raw -209374.865620 + Penalty 2561.261412 = -206813.604208
  nChanged 1
		SP:Iteration 21Q (47016.830000 sec): 3 clusters
  Score: Raw -209375.402393 + Penalty 2561.261412 = -206814.140981
  nChanged 3
		SP:Iteration 22Q (47017.010000 sec): 3 clusters
  Score: Raw -209376.757691 + Penalty 2561.261412 = -206815.496279
  nChanged 3
		SP:Iteration 23Q (47017.180000 sec): 3 clusters
  Score: Raw -209378.800277 + Penalty 2561.261412 = -206817.538865
  nChanged 2
		SP:Iteration 24Q (47017.360000 sec): 3 clusters
  Score: Raw -209379.885567 + Penalty 2561.261412 = -206818.624155
  nChanged 4
		SP:Iteration 25Q (47017.530000 sec): 3 clusters
  Score: Raw -209381.649885 + Penalty 2561.261412 = -206820.388473
  nChanged 4
		SP:Iteration 26Q (47017.680000 sec): 3 clusters
  Score: Raw -209383.143184 + Penalty 2561.261412 = -206821.881772
  nChanged 2
		SP:Iteration 27Q (47017.730000 sec): 3 clusters
  Score: Raw -209383.464097 + Penalty 2561.261412 = -206822.202685
  nChanged 0
		SP:Iteration 28F (47017.780000 sec): 3 clusters
  Score: Raw -209383.464097 + Penalty 2561.261412 = -206822.202685
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 110 (2025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47017.880000 sec): 2 clusters
  Score: Raw -170296.895837 + Penalty 1237.165309 = -169059.730527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47018.060000 sec): 3 clusters
  Score: Raw -169497.497009 + Penalty 2474.330618 = -167023.166391
  nChanged 705
		SP:Iteration 1F (47018.230000 sec): 3 clusters
  Score: Raw -169945.825763 + Penalty 2474.330618 = -167471.495145
  nChanged 161
		SP:Iteration 2F (47018.410000 sec): 3 clusters
  Score: Raw -170080.378546 + Penalty 2474.330618 = -167606.047927
  nChanged 109
		SP:Iteration 3F (47018.580000 sec): 3 clusters
  Score: Raw -170179.994619 + Penalty 2474.330618 = -167705.664001
  nChanged 75
		SP:Iteration 4Q (47018.760000 sec): 3 clusters
  Score: Raw -170234.367334 + Penalty 2474.330618 = -167760.036716
  nChanged 60
		SP:Iteration 5Q (47018.900000 sec): 3 clusters
  Score: Raw -170285.403439 + Penalty 2474.330618 = -167811.072820
  nChanged 55
		SP:Iteration 6Q (47018.950000 sec): 3 clusters
  Score: Raw -170340.612911 + Penalty 2474.330618 = -167866.282292
  nChanged 53
		SP:Iteration 7Q (47018.990000 sec): 3 clusters
  Score: Raw -170388.412142 + Penalty 2474.330618 = -167914.081524
  nChanged 53
		SP:Iteration 8Q (47019.030000 sec): 3 clusters
  Score: Raw -170432.297258 + Penalty 2474.330618 = -167957.966639
  nChanged 38
		SP:Iteration 9Q (47019.070000 sec): 3 clusters
  Score: Raw -170472.425664 + Penalty 2474.330618 = -167998.095046
  nChanged 43
		SP:Iteration 10Q (47019.110000 sec): 3 clusters
  Score: Raw -170518.473561 + Penalty 2474.330618 = -168044.142943
  nChanged 47
		SP:Iteration 11Q (47019.150000 sec): 3 clusters
  Score: Raw -170560.688479 + Penalty 2474.330618 = -168086.357861
  nChanged 36
		SP:Iteration 12Q (47019.200000 sec): 3 clusters
  Score: Raw -170591.133793 + Penalty 2474.330618 = -168116.803175
  nChanged 23
		SP:Iteration 13Q (47019.240000 sec): 3 clusters
  Score: Raw -170608.111704 + Penalty 2474.330618 = -168133.781085
  nChanged 22
		SP:Iteration 14Q (47019.280000 sec): 3 clusters
  Score: Raw -170622.593320 + Penalty 2474.330618 = -168148.262702
  nChanged 7
		SP:Iteration 15Q (47019.320000 sec): 3 clusters
  Score: Raw -170625.728950 + Penalty 2474.330618 = -168151.398331
  nChanged 8
		SP:Iteration 16Q (47019.360000 sec): 3 clusters
  Score: Raw -170629.640025 + Penalty 2474.330618 = -168155.309406
  nChanged 6
		SP:Iteration 17Q (47019.400000 sec): 3 clusters
  Score: Raw -170634.725620 + Penalty 2474.330618 = -168160.395002
  nChanged 8
		SP:Iteration 18Q (47019.440000 sec): 3 clusters
  Score: Raw -170639.212924 + Penalty 2474.330618 = -168164.882306
  nChanged 8
		SP:Iteration 19Q (47019.480000 sec): 3 clusters
  Score: Raw -170642.070093 + Penalty 2474.330618 = -168167.739475
  nChanged 3
		SP:Iteration 20F (47019.520000 sec): 3 clusters
  Score: Raw -170643.656710 + Penalty 2474.330618 = -168169.326092
  nChanged 1
		SP:Iteration 21Q (47019.570000 sec): 3 clusters
  Score: Raw -170643.999791 + Penalty 2474.330618 = -168169.669172
  nChanged 1
		SP:Iteration 22Q (47019.610000 sec): 3 clusters
  Score: Raw -170644.490241 + Penalty 2474.330618 = -168170.159622
  nChanged 1
		SP:Iteration 23Q (47019.650000 sec): 3 clusters
  Score: Raw -170644.882074 + Penalty 2474.330618 = -168170.551456
  nChanged 1
		SP:Iteration 24Q (47019.690000 sec): 3 clusters
  Score: Raw -170645.225774 + Penalty 2474.330618 = -168170.895156
  nChanged 1
		SP:Iteration 25Q (47019.730000 sec): 3 clusters
  Score: Raw -170645.523595 + Penalty 2474.330618 = -168171.192977
  nChanged 0
		SP:Iteration 26F (47019.770000 sec): 3 clusters
  Score: Raw -170645.523595 + Penalty 2474.330618 = -168171.192977
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 111 (3144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47019.840000 sec): 2 clusters
  Score: Raw -260516.632499 + Penalty 1308.653312 = -259207.979187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47019.920000 sec): 3 clusters
  Score: Raw -258969.576824 + Penalty 2617.306625 = -256352.270199
  nChanged 1225
		SP:Iteration 1F (47019.980000 sec): 3 clusters
  Score: Raw -259769.168308 + Penalty 2617.306625 = -257151.861683
  nChanged 272
		SP:Iteration 2F (47020.040000 sec): 3 clusters
  Score: Raw -260020.542892 + Penalty 2617.306625 = -257403.236268
  nChanged 223
		SP:Iteration 3F (47020.100000 sec): 3 clusters
  Score: Raw -260217.367966 + Penalty 2617.306625 = -257600.061341
  nChanged 166
		SP:Iteration 4F (47020.160000 sec): 3 clusters
  Score: Raw -260358.892922 + Penalty 2617.306625 = -257741.586298
  nChanged 157
		SP:Iteration 5Q (47020.220000 sec): 3 clusters
  Score: Raw -260487.244870 + Penalty 2617.306625 = -257869.938245
  nChanged 130
		SP:Iteration 6Q (47020.280000 sec): 3 clusters
  Score: Raw -260590.036251 + Penalty 2617.306625 = -257972.729626
  nChanged 86
		SP:Iteration 7Q (47020.340000 sec): 3 clusters
  Score: Raw -260649.212125 + Penalty 2617.306625 = -258031.905500
  nChanged 77
		SP:Iteration 8Q (47020.400000 sec): 3 clusters
  Score: Raw -260694.170886 + Penalty 2617.306625 = -258076.864261
  nChanged 66
		SP:Iteration 9Q (47020.460000 sec): 3 clusters
  Score: Raw -260735.627413 + Penalty 2617.306625 = -258118.320788
  nChanged 63
		SP:Iteration 10Q (47020.520000 sec): 3 clusters
  Score: Raw -260775.273502 + Penalty 2617.306625 = -258157.966877
  nChanged 54
		SP:Iteration 11Q (47020.580000 sec): 3 clusters
  Score: Raw -260805.750185 + Penalty 2617.306625 = -258188.443560
  nChanged 46
		SP:Iteration 12Q (47020.630000 sec): 3 clusters
  Score: Raw -260829.191243 + Penalty 2617.306625 = -258211.884618
  nChanged 38
		SP:Iteration 13Q (47020.690000 sec): 3 clusters
  Score: Raw -260850.937727 + Penalty 2617.306625 = -258233.631102
  nChanged 46
		SP:Iteration 14Q (47020.750000 sec): 3 clusters
  Score: Raw -260876.648129 + Penalty 2617.306625 = -258259.341504
  nChanged 30
		SP:Iteration 15Q (47020.820000 sec): 3 clusters
  Score: Raw -260887.626542 + Penalty 2617.306625 = -258270.319917
  nChanged 20
		SP:Iteration 16Q (47020.880000 sec): 3 clusters
  Score: Raw -260894.470346 + Penalty 2617.306625 = -258277.163721
  nChanged 21
		SP:Iteration 17Q (47020.940000 sec): 3 clusters
  Score: Raw -260902.036280 + Penalty 2617.306625 = -258284.729655
  nChanged 18
		SP:Iteration 18Q (47020.990000 sec): 3 clusters
  Score: Raw -260908.505709 + Penalty 2617.306625 = -258291.199084
  nChanged 21
		SP:Iteration 19Q (47021.160000 sec): 3 clusters
  Score: Raw -260917.228857 + Penalty 2617.306625 = -258299.922232
  nChanged 19
		SP:Iteration 20F (47021.330000 sec): 3 clusters
  Score: Raw -260922.841036 + Penalty 2617.306625 = -258305.534411
  nChanged 12
		SP:Iteration 21Q (47021.510000 sec): 3 clusters
  Score: Raw -260927.061025 + Penalty 2617.306625 = -258309.754400
  nChanged 14
		SP:Iteration 22Q (47021.680000 sec): 3 clusters
  Score: Raw -260931.397467 + Penalty 2617.306625 = -258314.090842
  nChanged 13
		SP:Iteration 23Q (47021.860000 sec): 3 clusters
  Score: Raw -260935.437930 + Penalty 2617.306625 = -258318.131305
  nChanged 15
		SP:Iteration 24Q (47022.040000 sec): 3 clusters
  Score: Raw -260940.934695 + Penalty 2617.306625 = -258323.628070
  nChanged 19
		SP:Iteration 25Q (47022.210000 sec): 3 clusters
  Score: Raw -260947.784748 + Penalty 2617.306625 = -258330.478123
  nChanged 17
		SP:Iteration 26Q (47022.390000 sec): 3 clusters
  Score: Raw -260952.717043 + Penalty 2617.306625 = -258335.410418
  nChanged 7
		SP:Iteration 27Q (47022.560000 sec): 3 clusters
  Score: Raw -260955.975652 + Penalty 2617.306625 = -258338.669027
  nChanged 6
		SP:Iteration 28Q (47022.740000 sec): 3 clusters
  Score: Raw -260957.730069 + Penalty 2617.306625 = -258340.423444
  nChanged 4
		SP:Iteration 29Q (47022.920000 sec): 3 clusters
  Score: Raw -260959.196111 + Penalty 2617.306625 = -258341.889486
  nChanged 4
		SP:Iteration 30Q (47023.090000 sec): 3 clusters
  Score: Raw -260962.403847 + Penalty 2617.306625 = -258345.097222
  nChanged 9
		SP:Iteration 31Q (47023.270000 sec): 3 clusters
  Score: Raw -260968.874992 + Penalty 2617.306625 = -258351.568367
  nChanged 8
		SP:Iteration 32Q (47023.440000 sec): 3 clusters
  Score: Raw -260971.235599 + Penalty 2617.306625 = -258353.928974
  nChanged 6
		SP:Iteration 33Q (47023.620000 sec): 3 clusters
  Score: Raw -260972.650890 + Penalty 2617.306625 = -258355.344265
  nChanged 4
		SP:Iteration 34Q (47023.800000 sec): 3 clusters
  Score: Raw -260973.540396 + Penalty 2617.306625 = -258356.233771
  nChanged 3
		SP:Iteration 35Q (47023.970000 sec): 3 clusters
  Score: Raw -260974.080775 + Penalty 2617.306625 = -258356.774150
  nChanged 0
		SP:Iteration 36F (47024.140000 sec): 3 clusters
  Score: Raw -260974.080775 + Penalty 2617.306625 = -258356.774150
  nChanged 0
Iteration 299Q (47218.680000 sec): 112 clusters
  Score: Raw -47044181.689961 + Penalty 239366.094331 = -46804815.595631
  nChanged 9
Iteration 300F (47434.110000 sec): 112 clusters
  Score: Raw -47044182.783848 + Penalty 239366.094331 = -46804816.689517
  nChanged 16
Iteration 301Q (47630.190000 sec): 112 clusters
  Score: Raw -47044184.761328 + Penalty 239366.094331 = -46804818.666997
  nChanged 14
Iteration 302Q (47822.960000 sec): 112 clusters
  Score: Raw -47044186.259515 + Penalty 239366.094331 = -46804820.165184
  nChanged 11
Iteration 303Q (48014.080000 sec): 112 clusters
  Score: Raw -47044187.448571 + Penalty 239366.094331 = -46804821.354240
  nChanged 14
Iteration 304Q (48207.220000 sec): 112 clusters
  Score: Raw -47044189.069540 + Penalty 239366.094331 = -46804822.975209
  nChanged 16
Iteration 305Q (48409.810000 sec): 112 clusters
  Score: Raw -47044190.985806 + Penalty 239366.094331 = -46804824.891475
  nChanged 17
Iteration 306Q (48604.760000 sec): 112 clusters
  Score: Raw -47044193.694772 + Penalty 239366.094331 = -46804827.600441
  nChanged 16
Iteration 307Q (48803.620000 sec): 112 clusters
  Score: Raw -47044196.440301 + Penalty 239366.094331 = -46804830.345970
  nChanged 22
Iteration 308Q (48998.960000 sec): 112 clusters
  Score: Raw -47044199.149594 + Penalty 239366.094331 = -46804833.055263
  nChanged 28
Iteration 309Q (49195.300000 sec): 112 clusters
  Score: Raw -47044203.035043 + Penalty 239366.094331 = -46804836.940712
  nChanged 25
Iteration 310Q (49390.470000 sec): 112 clusters
  Score: Raw -47044206.491443 + Penalty 239366.094331 = -46804840.397113
  nChanged 26
Iteration 311Q (49582.770000 sec): 112 clusters
  Score: Raw -47044209.511662 + Penalty 239366.094331 = -46804843.417331
  nChanged 26
Iteration 312Q (49771.240000 sec): 112 clusters
  Score: Raw -47044213.279183 + Penalty 239366.094331 = -46804847.184852
  nChanged 19
Iteration 313Q (49965.710000 sec): 112 clusters
  Score: Raw -47044215.865289 + Penalty 239366.094331 = -46804849.770958
  nChanged 23
Iteration 314Q (50170.910000 sec): 112 clusters
  Score: Raw -47044218.415941 + Penalty 239366.094331 = -46804852.321610
  nChanged 17
Iteration 315Q (50364.400000 sec): 112 clusters
  Score: Raw -47044220.490910 + Penalty 239366.094331 = -46804854.396579
  nChanged 14
Iteration 316Q (50556.480000 sec): 112 clusters
  Score: Raw -47044222.316573 + Penalty 239366.094331 = -46804856.222242
  nChanged 15
Iteration 317Q (50748.220000 sec): 112 clusters
  Score: Raw -47044224.586289 + Penalty 239366.094331 = -46804858.491958
  nChanged 15
Iteration 318Q (50941.480000 sec): 112 clusters
  Score: Raw -47044226.735207 + Penalty 239366.094331 = -46804860.640876
  nChanged 9
Iteration 319Q (51133.910000 sec): 112 clusters
  Score: Raw -47044227.978173 + Penalty 239366.094331 = -46804861.883842
  nChanged 8
Iteration 320F (51347.160000 sec): 112 clusters
  Score: Raw -47044229.177912 + Penalty 239366.094331 = -46804863.083581
  nChanged 11
Iteration 321Q (51550.020000 sec): 112 clusters
  Score: Raw -47044231.078908 + Penalty 239366.094331 = -46804864.984577
  nChanged 13
Iteration 322Q (51745.770000 sec): 112 clusters
  Score: Raw -47044232.554323 + Penalty 239366.094331 = -46804866.459992
  nChanged 11
Iteration 323Q (51936.310000 sec): 112 clusters
  Score: Raw -47044234.372083 + Penalty 239366.094331 = -46804868.277752
  nChanged 13
Iteration 324Q (52126.050000 sec): 112 clusters
  Score: Raw -47044235.840565 + Penalty 239366.094331 = -46804869.746234
  nChanged 23
Iteration 325Q (52330.270000 sec): 112 clusters
  Score: Raw -47044238.230519 + Penalty 239366.094331 = -46804872.136188
  nChanged 16
Iteration 326Q (52534.240000 sec): 112 clusters
  Score: Raw -47044240.162350 + Penalty 239366.094331 = -46804874.068020
  nChanged 18
Iteration 327Q (52738.470000 sec): 112 clusters
  Score: Raw -47044242.497431 + Penalty 239366.094331 = -46804876.403100
  nChanged 22
Iteration 328Q (52939.250000 sec): 112 clusters
  Score: Raw -47044245.183693 + Penalty 239366.094331 = -46804879.089362
  nChanged 23
Iteration 329Q (53142.470000 sec): 112 clusters
  Score: Raw -47044248.532481 + Penalty 239366.094331 = -46804882.438150
  nChanged 30
Iteration 330Q (53332.090000 sec): 112 clusters
  Score: Raw -47044252.302109 + Penalty 239366.094331 = -46804886.207778
  nChanged 34
Iteration 331Q (53532.190000 sec): 112 clusters
  Score: Raw -47044257.030983 + Penalty 239366.094331 = -46804890.936653
  nChanged 43
Iteration 332Q (53717.530000 sec): 112 clusters
  Score: Raw -47044263.308812 + Penalty 239366.094331 = -46804897.214481
  nChanged 42
Iteration 333Q (53920.910000 sec): 112 clusters
  Score: Raw -47044269.180014 + Penalty 239366.094331 = -46804903.085683
  nChanged 41
Iteration 334Q (54115.140000 sec): 112 clusters
  Score: Raw -47044274.345272 + Penalty 239366.094331 = -46804908.250941
  nChanged 50
Iteration 335Q (54306.400000 sec): 112 clusters
  Score: Raw -47044280.439823 + Penalty 239366.094331 = -46804914.345492
  nChanged 48
Iteration 336Q (54506.220000 sec): 112 clusters
  Score: Raw -47044286.379004 + Penalty 239366.094331 = -46804920.284673
  nChanged 48
Iteration 337Q (54709.410000 sec): 112 clusters
  Score: Raw -47044292.251548 + Penalty 239366.094331 = -46804926.157217
  nChanged 41
Iteration 338Q (54905.350000 sec): 112 clusters
  Score: Raw -47044296.544814 + Penalty 239366.094331 = -46804930.450483
  nChanged 30
Writing temp clu file 
Because OldScore, -46804926.157217, is greater than current (better) Score,-46804930.450483 
 Compute initial score before splitting:   Score: Raw -47044296.544814 + Penalty 239366.094331 = -46804930.450483
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (3578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54905.470000 sec): 2 clusters
  Score: Raw -302038.077638 + Penalty 1329.665880 = -300708.411758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54905.640000 sec): 3 clusters
  Score: Raw -300312.013486 + Penalty 2659.331761 = -297652.681725
  nChanged 1406
		SP:Iteration 1F (54905.820000 sec): 3 clusters
  Score: Raw -301238.089108 + Penalty 2659.331761 = -298578.757347
  nChanged 324
		SP:Iteration 2F (54906.000000 sec): 3 clusters
  Score: Raw -301526.186330 + Penalty 2659.331761 = -298866.854569
  nChanged 259
		SP:Iteration 3F (54906.170000 sec): 3 clusters
  Score: Raw -301786.988105 + Penalty 2659.331761 = -299127.656344
  nChanged 209
		SP:Iteration 4F (54906.350000 sec): 3 clusters
  Score: Raw -302012.092947 + Penalty 2659.331761 = -299352.761186
  nChanged 191
		SP:Iteration 5F (54906.520000 sec): 3 clusters
  Score: Raw -302192.852921 + Penalty 2659.331761 = -299533.521160
  nChanged 158
		SP:Iteration 6Q (54906.700000 sec): 3 clusters
  Score: Raw -302328.974529 + Penalty 2659.331761 = -299669.642768
  nChanged 130
		SP:Iteration 7Q (54906.880000 sec): 3 clusters
  Score: Raw -302457.506241 + Penalty 2659.331761 = -299798.174480
  nChanged 129
		SP:Iteration 8Q (54907.050000 sec): 3 clusters
  Score: Raw -302563.172016 + Penalty 2659.331761 = -299903.840255
  nChanged 116
		SP:Iteration 9Q (54907.230000 sec): 3 clusters
  Score: Raw -302641.397504 + Penalty 2659.331761 = -299982.065743
  nChanged 87
		SP:Iteration 10Q (54907.400000 sec): 3 clusters
  Score: Raw -302706.722786 + Penalty 2659.331761 = -300047.391025
  nChanged 74
		SP:Iteration 11Q (54907.580000 sec): 3 clusters
  Score: Raw -302751.078282 + Penalty 2659.331761 = -300091.746521
  nChanged 56
		SP:Iteration 12Q (54907.760000 sec): 3 clusters
  Score: Raw -302779.957204 + Penalty 2659.331761 = -300120.625443
  nChanged 44
		SP:Iteration 13Q (54907.930000 sec): 3 clusters
  Score: Raw -302803.160341 + Penalty 2659.331761 = -300143.828580
  nChanged 37
		SP:Iteration 14Q (54908.100000 sec): 3 clusters
  Score: Raw -302822.414455 + Penalty 2659.331761 = -300163.082695
  nChanged 36
		SP:Iteration 15Q (54908.280000 sec): 3 clusters
  Score: Raw -302838.569437 + Penalty 2659.331761 = -300179.237676
  nChanged 24
		SP:Iteration 16Q (54908.460000 sec): 3 clusters
  Score: Raw -302845.392594 + Penalty 2659.331761 = -300186.060833
  nChanged 17
		SP:Iteration 17Q (54908.630000 sec): 3 clusters
  Score: Raw -302851.823009 + Penalty 2659.331761 = -300192.491248
  nChanged 12
		SP:Iteration 18Q (54908.810000 sec): 3 clusters
  Score: Raw -302857.070444 + Penalty 2659.331761 = -300197.738683
  nChanged 12
		SP:Iteration 19Q (54908.980000 sec): 3 clusters
  Score: Raw -302860.993043 + Penalty 2659.331761 = -300201.661282
  nChanged 16
		SP:Iteration 20F (54909.160000 sec): 3 clusters
  Score: Raw -302869.080056 + Penalty 2659.331761 = -300209.748295
  nChanged 13
		SP:Iteration 21Q (54909.340000 sec): 3 clusters
  Score: Raw -302873.829590 + Penalty 2659.331761 = -300214.497829
  nChanged 13
		SP:Iteration 22Q (54909.510000 sec): 3 clusters
  Score: Raw -302880.371139 + Penalty 2659.331761 = -300221.039379
  nChanged 21
		SP:Iteration 23Q (54909.690000 sec): 3 clusters
  Score: Raw -302887.914552 + Penalty 2659.331761 = -300228.582792
  nChanged 15
		SP:Iteration 24Q (54909.860000 sec): 3 clusters
  Score: Raw -302895.084597 + Penalty 2659.331761 = -300235.752837
  nChanged 20
		SP:Iteration 25Q (54910.040000 sec): 3 clusters
  Score: Raw -302902.316870 + Penalty 2659.331761 = -300242.985110
  nChanged 11
		SP:Iteration 26Q (54910.210000 sec): 3 clusters
  Score: Raw -302905.667318 + Penalty 2659.331761 = -300246.335557
  nChanged 11
		SP:Iteration 27Q (54910.390000 sec): 3 clusters
  Score: Raw -302910.042836 + Penalty 2659.331761 = -300250.711075
  nChanged 13
		SP:Iteration 28Q (54910.560000 sec): 3 clusters
  Score: Raw -302915.895972 + Penalty 2659.331761 = -300256.564211
  nChanged 15
		SP:Iteration 29Q (54910.740000 sec): 3 clusters
  Score: Raw -302921.835995 + Penalty 2659.331761 = -300262.504234
  nChanged 18
		SP:Iteration 30Q (54910.920000 sec): 3 clusters
  Score: Raw -302928.892033 + Penalty 2659.331761 = -300269.560272
  nChanged 13
		SP:Iteration 31Q (54911.090000 sec): 3 clusters
  Score: Raw -302934.498943 + Penalty 2659.331761 = -300275.167182
  nChanged 11
		SP:Iteration 32Q (54911.270000 sec): 3 clusters
  Score: Raw -302938.814951 + Penalty 2659.331761 = -300279.483190
  nChanged 9
		SP:Iteration 33Q (54911.440000 sec): 3 clusters
  Score: Raw -302940.969208 + Penalty 2659.331761 = -300281.637447
  nChanged 8
		SP:Iteration 34Q (54911.620000 sec): 3 clusters
  Score: Raw -302942.578407 + Penalty 2659.331761 = -300283.246646
  nChanged 6
		SP:Iteration 35Q (54911.800000 sec): 3 clusters
  Score: Raw -302944.674723 + Penalty 2659.331761 = -300285.342962
  nChanged 7
		SP:Iteration 36Q (54911.970000 sec): 3 clusters
  Score: Raw -302947.021991 + Penalty 2659.331761 = -300287.690230
  nChanged 6
		SP:Iteration 37Q (54912.190000 sec): 3 clusters
  Score: Raw -302949.007192 + Penalty 2659.331761 = -300289.675432
  nChanged 9
		SP:Iteration 38Q (54912.340000 sec): 3 clusters
  Score: Raw -302951.342609 + Penalty 2659.331761 = -300292.010848
  nChanged 7
		SP:Iteration 39Q (54912.520000 sec): 3 clusters
  Score: Raw -302953.312207 + Penalty 2659.331761 = -300293.980446
  nChanged 5
		SP:Iteration 40F (54912.700000 sec): 3 clusters
  Score: Raw -302954.283388 + Penalty 2659.331761 = -300294.951627
  nChanged 7
		SP:Iteration 41Q (54912.870000 sec): 3 clusters
  Score: Raw -302955.696315 + Penalty 2659.331761 = -300296.364554
  nChanged 5
		SP:Iteration 42Q (54913.050000 sec): 3 clusters
  Score: Raw -302956.774913 + Penalty 2659.331761 = -300297.443152
  nChanged 6
		SP:Iteration 43Q (54913.220000 sec): 3 clusters
  Score: Raw -302958.148766 + Penalty 2659.331761 = -300298.817005
  nChanged 6
		SP:Iteration 44Q (54913.400000 sec): 3 clusters
  Score: Raw -302961.235333 + Penalty 2659.331761 = -300301.903572
  nChanged 13
		SP:Iteration 45Q (54913.570000 sec): 3 clusters
  Score: Raw -302965.938706 + Penalty 2659.331761 = -300306.606945
  nChanged 15
		SP:Iteration 46Q (54913.750000 sec): 3 clusters
  Score: Raw -302971.103595 + Penalty 2659.331761 = -300311.771834
  nChanged 23
		SP:Iteration 47Q (54913.920000 sec): 3 clusters
  Score: Raw -302982.914594 + Penalty 2659.331761 = -300323.582833
  nChanged 21
		SP:Iteration 48Q (54914.100000 sec): 3 clusters
  Score: Raw -302991.949595 + Penalty 2659.331761 = -300332.617834
  nChanged 23
		SP:Iteration 49Q (54914.280000 sec): 3 clusters
  Score: Raw -303003.771270 + Penalty 2659.331761 = -300344.439509
  nChanged 27
		SP:Iteration 50Q (54914.450000 sec): 3 clusters
  Score: Raw -303014.492528 + Penalty 2659.331761 = -300355.160767
  nChanged 20
		SP:Iteration 51Q (54914.630000 sec): 3 clusters
  Score: Raw -303020.882897 + Penalty 2659.331761 = -300361.551136
  nChanged 16
		SP:Iteration 52Q (54914.800000 sec): 3 clusters
  Score: Raw -303025.838624 + Penalty 2659.331761 = -300366.506863
  nChanged 11
		SP:Iteration 53Q (54914.980000 sec): 3 clusters
  Score: Raw -303029.281254 + Penalty 2659.331761 = -300369.949493
  nChanged 16
		SP:Iteration 54Q (54915.160000 sec): 3 clusters
  Score: Raw -303034.596092 + Penalty 2659.331761 = -300375.264331
  nChanged 17
		SP:Iteration 55Q (54915.330000 sec): 3 clusters
  Score: Raw -303042.900463 + Penalty 2659.331761 = -300383.568702
  nChanged 19
		SP:Iteration 56Q (54915.510000 sec): 3 clusters
  Score: Raw -303052.100322 + Penalty 2659.331761 = -300392.768561
  nChanged 20
		SP:Iteration 57Q (54915.680000 sec): 3 clusters
  Score: Raw -303061.319702 + Penalty 2659.331761 = -300401.987942
  nChanged 17
		SP:Iteration 58Q (54915.860000 sec): 3 clusters
  Score: Raw -303068.455319 + Penalty 2659.331761 = -300409.123558
  nChanged 11
		SP:Iteration 59Q (54916.040000 sec): 3 clusters
  Score: Raw -303071.513260 + Penalty 2659.331761 = -300412.181499
  nChanged 7
		SP:Iteration 60F (54916.210000 sec): 3 clusters
  Score: Raw -303074.285385 + Penalty 2659.331761 = -300414.953624
  nChanged 5
		SP:Iteration 61Q (54916.390000 sec): 3 clusters
  Score: Raw -303075.545724 + Penalty 2659.331761 = -300416.213963
  nChanged 2
		SP:Iteration 62Q (54916.560000 sec): 3 clusters
  Score: Raw -303076.587721 + Penalty 2659.331761 = -300417.255960
  nChanged 4
		SP:Iteration 63Q (54916.740000 sec): 3 clusters
  Score: Raw -303078.170225 + Penalty 2659.331761 = -300418.838465
  nChanged 5
		SP:Iteration 64Q (54916.920000 sec): 3 clusters
  Score: Raw -303079.177797 + Penalty 2659.331761 = -300419.846036
  nChanged 2
		SP:Iteration 65Q (54917.090000 sec): 3 clusters
  Score: Raw -303079.638899 + Penalty 2659.331761 = -300420.307138
  nChanged 2
		SP:Iteration 66Q (54917.270000 sec): 3 clusters
  Score: Raw -303080.126006 + Penalty 2659.331761 = -300420.794245
  nChanged 3
		SP:Iteration 67Q (54917.440000 sec): 3 clusters
  Score: Raw -303081.451509 + Penalty 2659.331761 = -300422.119748
  nChanged 2
		SP:Iteration 68Q (54917.620000 sec): 3 clusters
  Score: Raw -303082.095317 + Penalty 2659.331761 = -300422.763556
  nChanged 3
		SP:Iteration 69Q (54917.800000 sec): 3 clusters
  Score: Raw -303082.812594 + Penalty 2659.331761 = -300423.480833
  nChanged 0
		SP:Iteration 70F (54917.990000 sec): 3 clusters
  Score: Raw -303082.812594 + Penalty 2659.331761 = -300423.480833
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54918.060000 sec): 2 clusters
  Score: Raw -37074.726737 + Penalty 1017.802218 = -36056.924519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54918.230000 sec): 3 clusters
  Score: Raw -37029.903193 + Penalty 2035.604435 = -34994.298757
  nChanged 123
		SP:Iteration 1F (54918.410000 sec): 3 clusters
  Score: Raw -37284.240255 + Penalty 2035.604435 = -35248.635820
  nChanged 47
		SP:Iteration 2F (54918.580000 sec): 3 clusters
  Score: Raw -37382.219993 + Penalty 2035.604435 = -35346.615558
  nChanged 28
		SP:Iteration 3F (54918.760000 sec): 3 clusters
  Score: Raw -37425.658491 + Penalty 2035.604435 = -35390.054056
  nChanged 14
		SP:Iteration 4Q (54918.940000 sec): 3 clusters
  Score: Raw -37460.743984 + Penalty 2035.604435 = -35425.139549
  nChanged 12
		SP:Iteration 5Q (54919.110000 sec): 3 clusters
  Score: Raw -37489.629271 + Penalty 2035.604435 = -35454.024836
  nChanged 7
		SP:Iteration 6Q (54919.280000 sec): 3 clusters
  Score: Raw -37501.980980 + Penalty 2035.604435 = -35466.376545
  nChanged 6
		SP:Iteration 7Q (54919.460000 sec): 3 clusters
  Score: Raw -37509.853038 + Penalty 2035.604435 = -35474.248603
  nChanged 2
		SP:Iteration 8Q (54919.630000 sec): 3 clusters
  Score: Raw -37512.437289 + Penalty 2035.604435 = -35476.832854
  nChanged 2
		SP:Iteration 9Q (54919.800000 sec): 3 clusters
  Score: Raw -37516.463884 + Penalty 2035.604435 = -35480.859448
  nChanged 3
		SP:Iteration 10Q (54919.980000 sec): 3 clusters
  Score: Raw -37525.883356 + Penalty 2035.604435 = -35490.278921
  nChanged 2
		SP:Iteration 11Q (54920.160000 sec): 3 clusters
  Score: Raw -37529.352352 + Penalty 2035.604435 = -35493.747917
  nChanged 1
		SP:Iteration 12Q (54920.330000 sec): 3 clusters
  Score: Raw -37531.661720 + Penalty 2035.604435 = -35496.057285
  nChanged 0
		SP:Iteration 13F (54920.510000 sec): 3 clusters
  Score: Raw -37531.661720 + Penalty 2035.604435 = -35496.057285
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (5053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54920.600000 sec): 2 clusters
  Score: Raw -375754.597653 + Penalty 1385.757328 = -374368.840325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54920.770000 sec): 3 clusters
  Score: Raw -373153.899889 + Penalty 2771.514657 = -370382.385232
  nChanged 2008
		SP:Iteration 1F (54920.950000 sec): 3 clusters
  Score: Raw -374395.147832 + Penalty 2771.514657 = -371623.633175
  nChanged 466
		SP:Iteration 2F (54921.120000 sec): 3 clusters
  Score: Raw -374764.724655 + Penalty 2771.514657 = -371993.209999
  nChanged 395
		SP:Iteration 3F (54921.300000 sec): 3 clusters
  Score: Raw -375139.115053 + Penalty 2771.514657 = -372367.600396
  nChanged 353
		SP:Iteration 4F (54921.470000 sec): 3 clusters
  Score: Raw -375448.695421 + Penalty 2771.514657 = -372677.180764
  nChanged 297
		SP:Iteration 5F (54921.650000 sec): 3 clusters
  Score: Raw -375676.642722 + Penalty 2771.514657 = -372905.128066
  nChanged 217
		SP:Iteration 6Q (54921.820000 sec): 3 clusters
  Score: Raw -375822.373738 + Penalty 2771.514657 = -373050.859082
  nChanged 165
		SP:Iteration 7Q (54922.000000 sec): 3 clusters
  Score: Raw -375919.636141 + Penalty 2771.514657 = -373148.121484
  nChanged 123
		SP:Iteration 8Q (54922.180000 sec): 3 clusters
  Score: Raw -375979.025456 + Penalty 2771.514657 = -373207.510800
  nChanged 107
		SP:Iteration 9Q (54922.350000 sec): 3 clusters
  Score: Raw -376026.097425 + Penalty 2771.514657 = -373254.582768
  nChanged 86
		SP:Iteration 10Q (54922.520000 sec): 3 clusters
  Score: Raw -376063.001077 + Penalty 2771.514657 = -373291.486420
  nChanged 58
		SP:Iteration 11Q (54922.700000 sec): 3 clusters
  Score: Raw -376084.257928 + Penalty 2771.514657 = -373312.743272
  nChanged 61
		SP:Iteration 12Q (54922.870000 sec): 3 clusters
  Score: Raw -376105.241842 + Penalty 2771.514657 = -373333.727185
  nChanged 50
		SP:Iteration 13Q (54923.050000 sec): 3 clusters
  Score: Raw -376122.560792 + Penalty 2771.514657 = -373351.046136
  nChanged 44
		SP:Iteration 14Q (54923.220000 sec): 3 clusters
  Score: Raw -376136.763572 + Penalty 2771.514657 = -373365.248915
  nChanged 33
		SP:Iteration 15Q (54923.400000 sec): 3 clusters
  Score: Raw -376145.314821 + Penalty 2771.514657 = -373373.800164
  nChanged 20
		SP:Iteration 16Q (54923.570000 sec): 3 clusters
  Score: Raw -376150.902875 + Penalty 2771.514657 = -373379.388218
  nChanged 17
		SP:Iteration 17Q (54923.750000 sec): 3 clusters
  Score: Raw -376156.933087 + Penalty 2771.514657 = -373385.418430
  nChanged 16
		SP:Iteration 18Q (54923.920000 sec): 3 clusters
  Score: Raw -376161.388740 + Penalty 2771.514657 = -373389.874084
  nChanged 11
		SP:Iteration 19Q (54924.100000 sec): 3 clusters
  Score: Raw -376162.943390 + Penalty 2771.514657 = -373391.428733
  nChanged 6
		SP:Iteration 20F (54924.270000 sec): 3 clusters
  Score: Raw -376164.207823 + Penalty 2771.514657 = -373392.693167
  nChanged 5
		SP:Iteration 21Q (54924.380000 sec): 3 clusters
  Score: Raw -376165.861830 + Penalty 2771.514657 = -373394.347174
  nChanged 5
		SP:Iteration 22Q (54924.480000 sec): 3 clusters
  Score: Raw -376167.006892 + Penalty 2771.514657 = -373395.492235
  nChanged 8
		SP:Iteration 23Q (54924.570000 sec): 3 clusters
  Score: Raw -376168.682146 + Penalty 2771.514657 = -373397.167489
  nChanged 8
		SP:Iteration 24Q (54924.660000 sec): 3 clusters
  Score: Raw -376170.142967 + Penalty 2771.514657 = -373398.628310
  nChanged 5
		SP:Iteration 25Q (54924.750000 sec): 3 clusters
  Score: Raw -376171.122009 + Penalty 2771.514657 = -373399.607352
  nChanged 5
		SP:Iteration 26Q (54924.940000 sec): 3 clusters
  Score: Raw -376171.697054 + Penalty 2771.514657 = -373400.182397
  nChanged 3
		SP:Iteration 27Q (54925.110000 sec): 3 clusters
  Score: Raw -376172.145224 + Penalty 2771.514657 = -373400.630568
  nChanged 4
		SP:Iteration 28Q (54925.280000 sec): 3 clusters
  Score: Raw -376173.362573 + Penalty 2771.514657 = -373401.847916
  nChanged 2
		SP:Iteration 29Q (54925.460000 sec): 3 clusters
  Score: Raw -376173.818350 + Penalty 2771.514657 = -373402.303694
  nChanged 6
		SP:Iteration 30Q (54925.640000 sec): 3 clusters
  Score: Raw -376175.083773 + Penalty 2771.514657 = -373403.569116
  nChanged 7
		SP:Iteration 31Q (54925.810000 sec): 3 clusters
  Score: Raw -376176.586577 + Penalty 2771.514657 = -373405.071920
  nChanged 7
		SP:Iteration 32Q (54925.990000 sec): 3 clusters
  Score: Raw -376178.076859 + Penalty 2771.514657 = -373406.562202
  nChanged 7
		SP:Iteration 33Q (54926.160000 sec): 3 clusters
  Score: Raw -376179.285983 + Penalty 2771.514657 = -373407.771326
  nChanged 7
		SP:Iteration 34Q (54926.340000 sec): 3 clusters
  Score: Raw -376181.123984 + Penalty 2771.514657 = -373409.609327
  nChanged 4
		SP:Iteration 35Q (54926.510000 sec): 3 clusters
  Score: Raw -376181.711638 + Penalty 2771.514657 = -373410.196981
  nChanged 3
		SP:Iteration 36Q (54926.690000 sec): 3 clusters
  Score: Raw -376182.157246 + Penalty 2771.514657 = -373410.642589
  nChanged 1
		SP:Iteration 37Q (54926.860000 sec): 3 clusters
  Score: Raw -376182.242583 + Penalty 2771.514657 = -373410.727926
  nChanged 1
		SP:Iteration 38Q (54927.040000 sec): 3 clusters
  Score: Raw -376182.384919 + Penalty 2771.514657 = -373410.870262
  nChanged 2
		SP:Iteration 39Q (54927.210000 sec): 3 clusters
  Score: Raw -376182.979494 + Penalty 2771.514657 = -373411.464837
  nChanged 4
		SP:Iteration 40F (54927.390000 sec): 3 clusters
  Score: Raw -376183.637356 + Penalty 2771.514657 = -373412.122699
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (2153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54927.460000 sec): 2 clusters
  Score: Raw -200136.315098 + Penalty 1247.125343 = -198889.189754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54927.640000 sec): 3 clusters
  Score: Raw -199248.109995 + Penalty 2494.250687 = -196753.859308
  nChanged 765
		SP:Iteration 1F (54927.820000 sec): 3 clusters
  Score: Raw -199779.858440 + Penalty 2494.250687 = -197285.607754
  nChanged 188
		SP:Iteration 2F (54927.990000 sec): 3 clusters
  Score: Raw -199941.617503 + Penalty 2494.250687 = -197447.366816
  nChanged 122
		SP:Iteration 3F (54928.170000 sec): 3 clusters
  Score: Raw -200022.382429 + Penalty 2494.250687 = -197528.131743
  nChanged 65
		SP:Iteration 4Q (54928.340000 sec): 3 clusters
  Score: Raw -200067.045617 + Penalty 2494.250687 = -197572.794931
  nChanged 52
		SP:Iteration 5Q (54928.520000 sec): 3 clusters
  Score: Raw -200096.875763 + Penalty 2494.250687 = -197602.625076
  nChanged 32
		SP:Iteration 6Q (54928.700000 sec): 3 clusters
  Score: Raw -200118.175350 + Penalty 2494.250687 = -197623.924663
  nChanged 41
		SP:Iteration 7Q (54928.870000 sec): 3 clusters
  Score: Raw -200148.940756 + Penalty 2494.250687 = -197654.690069
  nChanged 43
		SP:Iteration 8Q (54929.050000 sec): 3 clusters
  Score: Raw -200178.743475 + Penalty 2494.250687 = -197684.492788
  nChanged 38
		SP:Iteration 9Q (54929.220000 sec): 3 clusters
  Score: Raw -200201.255885 + Penalty 2494.250687 = -197707.005198
  nChanged 27
		SP:Iteration 10Q (54929.400000 sec): 3 clusters
  Score: Raw -200216.247900 + Penalty 2494.250687 = -197721.997214
  nChanged 18
		SP:Iteration 11Q (54929.570000 sec): 3 clusters
  Score: Raw -200226.118652 + Penalty 2494.250687 = -197731.867965
  nChanged 13
		SP:Iteration 12Q (54929.750000 sec): 3 clusters
  Score: Raw -200231.795177 + Penalty 2494.250687 = -197737.544490
  nChanged 10
		SP:Iteration 13Q (54929.920000 sec): 3 clusters
  Score: Raw -200235.697242 + Penalty 2494.250687 = -197741.446555
  nChanged 7
		SP:Iteration 14Q (54930.100000 sec): 3 clusters
  Score: Raw -200240.210464 + Penalty 2494.250687 = -197745.959777
  nChanged 8
		SP:Iteration 15Q (54930.280000 sec): 3 clusters
  Score: Raw -200243.928665 + Penalty 2494.250687 = -197749.677978
  nChanged 6
		SP:Iteration 16Q (54930.450000 sec): 3 clusters
  Score: Raw -200246.512967 + Penalty 2494.250687 = -197752.262280
  nChanged 3
		SP:Iteration 17Q (54930.630000 sec): 3 clusters
  Score: Raw -200250.161919 + Penalty 2494.250687 = -197755.911233
  nChanged 7
		SP:Iteration 18Q (54930.800000 sec): 3 clusters
  Score: Raw -200254.678358 + Penalty 2494.250687 = -197760.427671
  nChanged 9
		SP:Iteration 19Q (54930.980000 sec): 3 clusters
  Score: Raw -200259.136923 + Penalty 2494.250687 = -197764.886236
  nChanged 6
		SP:Iteration 20F (54931.160000 sec): 3 clusters
  Score: Raw -200262.250488 + Penalty 2494.250687 = -197767.999801
  nChanged 8
		SP:Iteration 21Q (54931.330000 sec): 3 clusters
  Score: Raw -200267.349908 + Penalty 2494.250687 = -197773.099221
  nChanged 6
		SP:Iteration 22Q (54931.510000 sec): 3 clusters
  Score: Raw -200271.297209 + Penalty 2494.250687 = -197777.046522
  nChanged 11
		SP:Iteration 23Q (54931.680000 sec): 3 clusters
  Score: Raw -200276.474549 + Penalty 2494.250687 = -197782.223863
  nChanged 5
		SP:Iteration 24Q (54931.860000 sec): 3 clusters
  Score: Raw -200278.751139 + Penalty 2494.250687 = -197784.500453
  nChanged 8
		SP:Iteration 25Q (54932.040000 sec): 3 clusters
  Score: Raw -200285.189574 + Penalty 2494.250687 = -197790.938887
  nChanged 6
		SP:Iteration 26Q (54932.210000 sec): 3 clusters
  Score: Raw -200289.580403 + Penalty 2494.250687 = -197795.329717
  nChanged 6
		SP:Iteration 27Q (54932.390000 sec): 3 clusters
  Score: Raw -200291.639598 + Penalty 2494.250687 = -197797.388911
  nChanged 4
		SP:Iteration 28Q (54932.560000 sec): 3 clusters
  Score: Raw -200293.293850 + Penalty 2494.250687 = -197799.043163
  nChanged 4
		SP:Iteration 29Q (54932.740000 sec): 3 clusters
  Score: Raw -200296.203572 + Penalty 2494.250687 = -197801.952886
  nChanged 5
		SP:Iteration 30Q (54932.920000 sec): 3 clusters
  Score: Raw -200298.148069 + Penalty 2494.250687 = -197803.897382
  nChanged 1
		SP:Iteration 31Q (54933.090000 sec): 3 clusters
  Score: Raw -200298.453793 + Penalty 2494.250687 = -197804.203106
  nChanged 1
		SP:Iteration 32Q (54933.270000 sec): 3 clusters
  Score: Raw -200298.622009 + Penalty 2494.250687 = -197804.371322
  nChanged 1
		SP:Iteration 33Q (54933.440000 sec): 3 clusters
  Score: Raw -200298.911240 + Penalty 2494.250687 = -197804.660553
  nChanged 0
		SP:Iteration 34F (54933.620000 sec): 3 clusters
  Score: Raw -200298.911240 + Penalty 2494.250687 = -197804.660553
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (7446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54933.710000 sec): 2 clusters
  Score: Raw -626671.333475 + Penalty 1448.757741 = -625222.575734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54933.930000 sec): 3 clusters
  Score: Raw -622623.403561 + Penalty 2897.515483 = -619725.888078
  nChanged 3150
		SP:Iteration 1F (54934.130000 sec): 3 clusters
  Score: Raw -624832.456968 + Penalty 2897.515483 = -621934.941486
  nChanged 711
		SP:Iteration 2F (54934.330000 sec): 3 clusters
  Score: Raw -625498.427853 + Penalty 2897.515483 = -622600.912370
  nChanged 638
		SP:Iteration 3F (54934.530000 sec): 3 clusters
  Score: Raw -626048.640424 + Penalty 2897.515483 = -623151.124942
  nChanged 525
		SP:Iteration 4F (54934.730000 sec): 3 clusters
  Score: Raw -626474.769198 + Penalty 2897.515483 = -623577.253715
  nChanged 403
		SP:Iteration 5F (54934.970000 sec): 3 clusters
  Score: Raw -626739.590323 + Penalty 2897.515483 = -623842.074840
  nChanged 291
		SP:Iteration 6Q (54935.180000 sec): 3 clusters
  Score: Raw -626910.117649 + Penalty 2897.515483 = -624012.602166
  nChanged 224
		SP:Iteration 7Q (54935.380000 sec): 3 clusters
  Score: Raw -627019.029825 + Penalty 2897.515483 = -624121.514342
  nChanged 180
		SP:Iteration 8Q (54935.580000 sec): 3 clusters
  Score: Raw -627089.563043 + Penalty 2897.515483 = -624192.047560
  nChanged 115
		SP:Iteration 9Q (54935.780000 sec): 3 clusters
  Score: Raw -627133.001298 + Penalty 2897.515483 = -624235.485815
  nChanged 104
		SP:Iteration 10Q (54935.980000 sec): 3 clusters
  Score: Raw -627167.228222 + Penalty 2897.515483 = -624269.712739
  nChanged 86
		SP:Iteration 11Q (54936.180000 sec): 3 clusters
  Score: Raw -627196.291803 + Penalty 2897.515483 = -624298.776320
  nChanged 90
		SP:Iteration 12Q (54936.380000 sec): 3 clusters
  Score: Raw -627225.830302 + Penalty 2897.515483 = -624328.314820
  nChanged 82
		SP:Iteration 13Q (54936.580000 sec): 3 clusters
  Score: Raw -627255.876689 + Penalty 2897.515483 = -624358.361207
  nChanged 76
		SP:Iteration 14Q (54936.780000 sec): 3 clusters
  Score: Raw -627282.811434 + Penalty 2897.515483 = -624385.295952
  nChanged 68
		SP:Iteration 15Q (54936.980000 sec): 3 clusters
  Score: Raw -627302.968944 + Penalty 2897.515483 = -624405.453462
  nChanged 61
		SP:Iteration 16Q (54937.180000 sec): 3 clusters
  Score: Raw -627319.701425 + Penalty 2897.515483 = -624422.185942
  nChanged 53
		SP:Iteration 17Q (54937.380000 sec): 3 clusters
  Score: Raw -627335.252800 + Penalty 2897.515483 = -624437.737317
  nChanged 51
		SP:Iteration 18Q (54937.580000 sec): 3 clusters
  Score: Raw -627349.995342 + Penalty 2897.515483 = -624452.479859
  nChanged 44
		SP:Iteration 19Q (54937.790000 sec): 3 clusters
  Score: Raw -627360.832090 + Penalty 2897.515483 = -624463.316607
  nChanged 47
		SP:Iteration 20F (54937.990000 sec): 3 clusters
  Score: Raw -627372.222765 + Penalty 2897.515483 = -624474.707282
  nChanged 46
		SP:Iteration 21Q (54938.190000 sec): 3 clusters
  Score: Raw -627380.808280 + Penalty 2897.515483 = -624483.292798
  nChanged 33
		SP:Iteration 22Q (54938.390000 sec): 3 clusters
  Score: Raw -627388.684045 + Penalty 2897.515483 = -624491.168562
  nChanged 26
		SP:Iteration 23Q (54938.590000 sec): 3 clusters
  Score: Raw -627395.645606 + Penalty 2897.515483 = -624498.130123
  nChanged 26
		SP:Iteration 24Q (54938.790000 sec): 3 clusters
  Score: Raw -627401.716057 + Penalty 2897.515483 = -624504.200574
  nChanged 26
		SP:Iteration 25Q (54938.990000 sec): 3 clusters
  Score: Raw -627408.076441 + Penalty 2897.515483 = -624510.560958
  nChanged 21
		SP:Iteration 26Q (54939.190000 sec): 3 clusters
  Score: Raw -627412.999746 + Penalty 2897.515483 = -624515.484263
  nChanged 18
		SP:Iteration 27Q (54939.390000 sec): 3 clusters
  Score: Raw -627416.367129 + Penalty 2897.515483 = -624518.851647
  nChanged 17
		SP:Iteration 28Q (54939.590000 sec): 3 clusters
  Score: Raw -627420.166932 + Penalty 2897.515483 = -624522.651449
  nChanged 15
		SP:Iteration 29Q (54939.790000 sec): 3 clusters
  Score: Raw -627424.654579 + Penalty 2897.515483 = -624527.139096
  nChanged 24
		SP:Iteration 30Q (54939.990000 sec): 3 clusters
  Score: Raw -627429.849452 + Penalty 2897.515483 = -624532.333970
  nChanged 19
		SP:Iteration 31Q (54940.190000 sec): 3 clusters
  Score: Raw -627432.672707 + Penalty 2897.515483 = -624535.157225
  nChanged 18
		SP:Iteration 32Q (54940.390000 sec): 3 clusters
  Score: Raw -627435.777552 + Penalty 2897.515483 = -624538.262070
  nChanged 19
		SP:Iteration 33Q (54940.590000 sec): 3 clusters
  Score: Raw -627439.166711 + Penalty 2897.515483 = -624541.651229
  nChanged 16
		SP:Iteration 34Q (54940.790000 sec): 3 clusters
  Score: Raw -627442.492822 + Penalty 2897.515483 = -624544.977340
  nChanged 17
		SP:Iteration 35Q (54940.990000 sec): 3 clusters
  Score: Raw -627445.824328 + Penalty 2897.515483 = -624548.308846
  nChanged 18
		SP:Iteration 36Q (54941.190000 sec): 3 clusters
  Score: Raw -627450.526426 + Penalty 2897.515483 = -624553.010943
  nChanged 26
		SP:Iteration 37Q (54941.390000 sec): 3 clusters
  Score: Raw -627456.510701 + Penalty 2897.515483 = -624558.995218
  nChanged 25
		SP:Iteration 38Q (54941.590000 sec): 3 clusters
  Score: Raw -627463.540908 + Penalty 2897.515483 = -624566.025425
  nChanged 31
		SP:Iteration 39Q (54941.790000 sec): 3 clusters
  Score: Raw -627471.129990 + Penalty 2897.515483 = -624573.614507
  nChanged 25
		SP:Iteration 40F (54941.990000 sec): 3 clusters
  Score: Raw -627476.407820 + Penalty 2897.515483 = -624578.892337
  nChanged 17
		SP:Iteration 41Q (54942.190000 sec): 3 clusters
  Score: Raw -627480.922983 + Penalty 2897.515483 = -624583.407500
  nChanged 25
		SP:Iteration 42Q (54942.300000 sec): 3 clusters
  Score: Raw -627487.642523 + Penalty 2897.515483 = -624590.127041
  nChanged 26
		SP:Iteration 43Q (54942.410000 sec): 3 clusters
  Score: Raw -627496.063406 + Penalty 2897.515483 = -624598.547923
  nChanged 30
		SP:Iteration 44Q (54942.530000 sec): 3 clusters
  Score: Raw -627504.961441 + Penalty 2897.515483 = -624607.445959
  nChanged 33
		SP:Iteration 45Q (54942.710000 sec): 3 clusters
  Score: Raw -627512.429814 + Penalty 2897.515483 = -624614.914331
  nChanged 24
		SP:Iteration 46Q (54942.910000 sec): 3 clusters
  Score: Raw -627517.160518 + Penalty 2897.515483 = -624619.645036
  nChanged 22
		SP:Iteration 47Q (54943.110000 sec): 3 clusters
  Score: Raw -627522.296699 + Penalty 2897.515483 = -624624.781217
  nChanged 22
		SP:Iteration 48Q (54943.310000 sec): 3 clusters
  Score: Raw -627527.302373 + Penalty 2897.515483 = -624629.786890
  nChanged 22
		SP:Iteration 49Q (54943.420000 sec): 3 clusters
  Score: Raw -627532.889519 + Penalty 2897.515483 = -624635.374036
  nChanged 19
		SP:Iteration 50Q (54943.620000 sec): 3 clusters
  Score: Raw -627537.458176 + Penalty 2897.515483 = -624639.942694
  nChanged 18
		SP:Iteration 51Q (54943.730000 sec): 3 clusters
  Score: Raw -627541.925257 + Penalty 2897.515483 = -624644.409774
  nChanged 18
		SP:Iteration 52Q (54943.910000 sec): 3 clusters
  Score: Raw -627546.497146 + Penalty 2897.515483 = -624648.981663
  nChanged 16
		SP:Iteration 53Q (54944.110000 sec): 3 clusters
  Score: Raw -627550.065665 + Penalty 2897.515483 = -624652.550183
  nChanged 15
		SP:Iteration 54Q (54944.310000 sec): 3 clusters
  Score: Raw -627553.423294 + Penalty 2897.515483 = -624655.907811
  nChanged 17
		SP:Iteration 55Q (54944.510000 sec): 3 clusters
  Score: Raw -627556.857602 + Penalty 2897.515483 = -624659.342119
  nChanged 19
		SP:Iteration 56Q (54944.700000 sec): 3 clusters
  Score: Raw -627561.050329 + Penalty 2897.515483 = -624663.534846
  nChanged 17
		SP:Iteration 57Q (54944.870000 sec): 3 clusters
  Score: Raw -627565.862418 + Penalty 2897.515483 = -624668.346935
  nChanged 22
		SP:Iteration 58Q (54945.070000 sec): 3 clusters
  Score: Raw -627573.236891 + Penalty 2897.515483 = -624675.721408
  nChanged 32
		SP:Iteration 59Q (54945.270000 sec): 3 clusters
  Score: Raw -627583.897420 + Penalty 2897.515483 = -624686.381937
  nChanged 36
		SP:Iteration 60F (54945.470000 sec): 3 clusters
  Score: Raw -627596.209815 + Penalty 2897.515483 = -624698.694332
  nChanged 24
		SP:Iteration 61Q (54945.670000 sec): 3 clusters
  Score: Raw -627602.332999 + Penalty 2897.515483 = -624704.817517
  nChanged 20
		SP:Iteration 62Q (54945.870000 sec): 3 clusters
  Score: Raw -627606.677487 + Penalty 2897.515483 = -624709.162005
  nChanged 13
		SP:Iteration 63Q (54946.070000 sec): 3 clusters
  Score: Raw -627611.370512 + Penalty 2897.515483 = -624713.855029
  nChanged 16
		SP:Iteration 64Q (54946.270000 sec): 3 clusters
  Score: Raw -627615.217039 + Penalty 2897.515483 = -624717.701556
  nChanged 15
		SP:Iteration 65Q (54946.470000 sec): 3 clusters
  Score: Raw -627618.809575 + Penalty 2897.515483 = -624721.294092
  nChanged 11
		SP:Iteration 66Q (54946.670000 sec): 3 clusters
  Score: Raw -627621.912752 + Penalty 2897.515483 = -624724.397269
  nChanged 11
		SP:Iteration 67Q (54946.870000 sec): 3 clusters
  Score: Raw -627623.764388 + Penalty 2897.515483 = -624726.248905
  nChanged 9
		SP:Iteration 68Q (54947.070000 sec): 3 clusters
  Score: Raw -627626.684672 + Penalty 2897.515483 = -624729.169189
  nChanged 15
		SP:Iteration 69Q (54947.270000 sec): 3 clusters
  Score: Raw -627631.117358 + Penalty 2897.515483 = -624733.601875
  nChanged 16
		SP:Iteration 70Q (54947.470000 sec): 3 clusters
  Score: Raw -627636.421384 + Penalty 2897.515483 = -624738.905901
  nChanged 13
		SP:Iteration 71Q (54947.670000 sec): 3 clusters
  Score: Raw -627640.811846 + Penalty 2897.515483 = -624743.296363
  nChanged 19
		SP:Iteration 72Q (54947.870000 sec): 3 clusters
  Score: Raw -627645.962588 + Penalty 2897.515483 = -624748.447105
  nChanged 12
		SP:Iteration 73Q (54948.080000 sec): 3 clusters
  Score: Raw -627648.825123 + Penalty 2897.515483 = -624751.309641
  nChanged 11
		SP:Iteration 74Q (54948.280000 sec): 3 clusters
  Score: Raw -627651.952665 + Penalty 2897.515483 = -624754.437183
  nChanged 12
		SP:Iteration 75Q (54948.480000 sec): 3 clusters
  Score: Raw -627654.396868 + Penalty 2897.515483 = -624756.881385
  nChanged 8
		SP:Iteration 76Q (54948.690000 sec): 3 clusters
  Score: Raw -627655.934171 + Penalty 2897.515483 = -624758.418688
  nChanged 9
		SP:Iteration 77Q (54948.890000 sec): 3 clusters
  Score: Raw -627657.795920 + Penalty 2897.515483 = -624760.280437
  nChanged 12
		SP:Iteration 78Q (54949.090000 sec): 3 clusters
  Score: Raw -627660.374216 + Penalty 2897.515483 = -624762.858733
  nChanged 10
		SP:Iteration 79Q (54949.290000 sec): 3 clusters
  Score: Raw -627663.229854 + Penalty 2897.515483 = -624765.714371
  nChanged 10
		SP:Iteration 80F (54949.500000 sec): 3 clusters
  Score: Raw -627666.156662 + Penalty 2897.515483 = -624768.641180
  nChanged 9
		SP:Iteration 81Q (54949.710000 sec): 3 clusters
  Score: Raw -627668.424249 + Penalty 2897.515483 = -624770.908766
  nChanged 14
		SP:Iteration 82Q (54949.910000 sec): 3 clusters
  Score: Raw -627670.678767 + Penalty 2897.515483 = -624773.163284
  nChanged 13
		SP:Iteration 83Q (54950.110000 sec): 3 clusters
  Score: Raw -627673.335183 + Penalty 2897.515483 = -624775.819700
  nChanged 10
		SP:Iteration 84Q (54950.320000 sec): 3 clusters
  Score: Raw -627675.521834 + Penalty 2897.515483 = -624778.006351
  nChanged 9
		SP:Iteration 85Q (54950.520000 sec): 3 clusters
  Score: Raw -627678.739307 + Penalty 2897.515483 = -624781.223824
  nChanged 12
		SP:Iteration 86Q (54950.720000 sec): 3 clusters
  Score: Raw -627684.123134 + Penalty 2897.515483 = -624786.607651
  nChanged 20
		SP:Iteration 87Q (54950.920000 sec): 3 clusters
  Score: Raw -627691.604474 + Penalty 2897.515483 = -624794.088992
  nChanged 28
		SP:Iteration 88Q (54951.110000 sec): 3 clusters
  Score: Raw -627699.939465 + Penalty 2897.515483 = -624802.423983
  nChanged 26
		SP:Iteration 89Q (54951.220000 sec): 3 clusters
  Score: Raw -627706.347973 + Penalty 2897.515483 = -624808.832490
  nChanged 19
		SP:Iteration 90Q (54951.330000 sec): 3 clusters
  Score: Raw -627712.763767 + Penalty 2897.515483 = -624815.248285
  nChanged 16
		SP:Iteration 91Q (54951.440000 sec): 3 clusters
  Score: Raw -627719.574476 + Penalty 2897.515483 = -624822.058993
  nChanged 23
		SP:Iteration 92Q (54951.560000 sec): 3 clusters
  Score: Raw -627728.078617 + Penalty 2897.515483 = -624830.563135
  nChanged 25
		SP:Iteration 93Q (54951.670000 sec): 3 clusters
  Score: Raw -627735.633761 + Penalty 2897.515483 = -624838.118278
  nChanged 17
		SP:Iteration 94Q (54951.780000 sec): 3 clusters
  Score: Raw -627741.357318 + Penalty 2897.515483 = -624843.841835
  nChanged 12
		SP:Iteration 95Q (54951.980000 sec): 3 clusters
  Score: Raw -627743.278148 + Penalty 2897.515483 = -624845.762666
  nChanged 6
		SP:Iteration 96Q (54952.180000 sec): 3 clusters
  Score: Raw -627744.921922 + Penalty 2897.515483 = -624847.406439
  nChanged 6
		SP:Iteration 97Q (54952.380000 sec): 3 clusters
  Score: Raw -627745.849483 + Penalty 2897.515483 = -624848.334001
  nChanged 4
		SP:Iteration 98Q (54952.580000 sec): 3 clusters
  Score: Raw -627746.246093 + Penalty 2897.515483 = -624848.730611
  nChanged 1
		SP:Iteration 99Q (54952.820000 sec): 3 clusters
  Score: Raw -627746.798287 + Penalty 2897.515483 = -624849.282804
  nChanged 3
		SP:Iteration 100F (54953.030000 sec): 3 clusters
  Score: Raw -627747.432736 + Penalty 2897.515483 = -624849.917253
  nChanged 6
		SP:Iteration 101Q (54953.190000 sec): 3 clusters
  Score: Raw -627748.986439 + Penalty 2897.515483 = -624851.470956
  nChanged 5
		SP:Iteration 102Q (54953.390000 sec): 3 clusters
  Score: Raw -627750.212760 + Penalty 2897.515483 = -624852.697278
  nChanged 6
		SP:Iteration 103Q (54953.590000 sec): 3 clusters
  Score: Raw -627751.422507 + Penalty 2897.515483 = -624853.907024
  nChanged 7
		SP:Iteration 104Q (54953.780000 sec): 3 clusters
  Score: Raw -627752.850338 + Penalty 2897.515483 = -624855.334856
  nChanged 5
		SP:Iteration 105Q (54953.990000 sec): 3 clusters
  Score: Raw -627753.668652 + Penalty 2897.515483 = -624856.153170
  nChanged 4
		SP:Iteration 106Q (54954.190000 sec): 3 clusters
  Score: Raw -627754.572160 + Penalty 2897.515483 = -624857.056678
  nChanged 1
		SP:Iteration 107Q (54954.390000 sec): 3 clusters
  Score: Raw -627755.045542 + Penalty 2897.515483 = -624857.530060
  nChanged 2
		SP:Iteration 108Q (54954.590000 sec): 3 clusters
  Score: Raw -627755.584397 + Penalty 2897.515483 = -624858.068914
  nChanged 1
		SP:Iteration 109Q (54954.790000 sec): 3 clusters
  Score: Raw -627755.705996 + Penalty 2897.515483 = -624858.190513
  nChanged 0
		SP:Iteration 110F (54954.990000 sec): 3 clusters
  Score: Raw -627755.705996 + Penalty 2897.515483 = -624858.190513
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (3861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54955.090000 sec): 2 clusters
  Score: Raw -326027.857549 + Penalty 1342.035743 = -324685.821806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54955.260000 sec): 3 clusters
  Score: Raw -324161.465879 + Penalty 2684.071486 = -321477.394393
  nChanged 1510
		SP:Iteration 1F (54955.440000 sec): 3 clusters
  Score: Raw -325165.054287 + Penalty 2684.071486 = -322480.982801
  nChanged 342
		SP:Iteration 2F (54955.620000 sec): 3 clusters
  Score: Raw -325441.889296 + Penalty 2684.071486 = -322757.817809
  nChanged 252
		SP:Iteration 3F (54955.790000 sec): 3 clusters
  Score: Raw -325618.669001 + Penalty 2684.071486 = -322934.597515
  nChanged 191
		SP:Iteration 4Q (54955.970000 sec): 3 clusters
  Score: Raw -325742.834304 + Penalty 2684.071486 = -323058.762818
  nChanged 149
		SP:Iteration 5Q (54956.140000 sec): 3 clusters
  Score: Raw -325858.061895 + Penalty 2684.071486 = -323173.990408
  nChanged 127
		SP:Iteration 6Q (54956.320000 sec): 3 clusters
  Score: Raw -325964.909321 + Penalty 2684.071486 = -323280.837834
  nChanged 123
		SP:Iteration 7Q (54956.500000 sec): 3 clusters
  Score: Raw -326038.669952 + Penalty 2684.071486 = -323354.598466
  nChanged 110
		SP:Iteration 8Q (54956.670000 sec): 3 clusters
  Score: Raw -326119.272835 + Penalty 2684.071486 = -323435.201348
  nChanged 109
		SP:Iteration 9Q (54956.850000 sec): 3 clusters
  Score: Raw -326195.947520 + Penalty 2684.071486 = -323511.876034
  nChanged 90
		SP:Iteration 10Q (54957.020000 sec): 3 clusters
  Score: Raw -326244.776717 + Penalty 2684.071486 = -323560.705230
  nChanged 72
		SP:Iteration 11Q (54957.200000 sec): 3 clusters
  Score: Raw -326279.293639 + Penalty 2684.071486 = -323595.222152
  nChanged 54
		SP:Iteration 12Q (54957.380000 sec): 3 clusters
  Score: Raw -326312.898066 + Penalty 2684.071486 = -323628.826580
  nChanged 58
		SP:Iteration 13Q (54957.550000 sec): 3 clusters
  Score: Raw -326351.884741 + Penalty 2684.071486 = -323667.813255
  nChanged 60
		SP:Iteration 14Q (54957.730000 sec): 3 clusters
  Score: Raw -326396.615242 + Penalty 2684.071486 = -323712.543756
  nChanged 60
		SP:Iteration 15Q (54957.900000 sec): 3 clusters
  Score: Raw -326434.821966 + Penalty 2684.071486 = -323750.750480
  nChanged 66
		SP:Iteration 16Q (54958.080000 sec): 3 clusters
  Score: Raw -326468.773863 + Penalty 2684.071486 = -323784.702376
  nChanged 52
		SP:Iteration 17Q (54958.250000 sec): 3 clusters
  Score: Raw -326497.865214 + Penalty 2684.071486 = -323813.793728
  nChanged 51
		SP:Iteration 18Q (54958.430000 sec): 3 clusters
  Score: Raw -326528.408508 + Penalty 2684.071486 = -323844.337021
  nChanged 44
		SP:Iteration 19Q (54958.600000 sec): 3 clusters
  Score: Raw -326557.694114 + Penalty 2684.071486 = -323873.622628
  nChanged 41
		SP:Iteration 20F (54958.770000 sec): 3 clusters
  Score: Raw -326574.817269 + Penalty 2684.071486 = -323890.745783
  nChanged 30
		SP:Iteration 21Q (54958.940000 sec): 3 clusters
  Score: Raw -326585.734789 + Penalty 2684.071486 = -323901.663302
  nChanged 20
		SP:Iteration 22Q (54959.120000 sec): 3 clusters
  Score: Raw -326595.289788 + Penalty 2684.071486 = -323911.218302
  nChanged 15
		SP:Iteration 23Q (54959.300000 sec): 3 clusters
  Score: Raw -326600.379796 + Penalty 2684.071486 = -323916.308309
  nChanged 11
		SP:Iteration 24Q (54959.470000 sec): 3 clusters
  Score: Raw -326603.297218 + Penalty 2684.071486 = -323919.225731
  nChanged 10
		SP:Iteration 25Q (54959.650000 sec): 3 clusters
  Score: Raw -326606.131836 + Penalty 2684.071486 = -323922.060350
  nChanged 6
		SP:Iteration 26Q (54959.820000 sec): 3 clusters
  Score: Raw -326607.680224 + Penalty 2684.071486 = -323923.608738
  nChanged 5
		SP:Iteration 27Q (54960.000000 sec): 3 clusters
  Score: Raw -326608.707187 + Penalty 2684.071486 = -323924.635701
  nChanged 4
		SP:Iteration 28Q (54960.180000 sec): 3 clusters
  Score: Raw -326610.763269 + Penalty 2684.071486 = -323926.691782
  nChanged 4
		SP:Iteration 29Q (54960.350000 sec): 3 clusters
  Score: Raw -326611.681568 + Penalty 2684.071486 = -323927.610082
  nChanged 2
		SP:Iteration 30Q (54960.530000 sec): 3 clusters
  Score: Raw -326611.957687 + Penalty 2684.071486 = -323927.886200
  nChanged 1
		SP:Iteration 31Q (54960.700000 sec): 3 clusters
  Score: Raw -326612.103625 + Penalty 2684.071486 = -323928.032138
  nChanged 1
		SP:Iteration 32Q (54960.880000 sec): 3 clusters
  Score: Raw -326612.349602 + Penalty 2684.071486 = -323928.278116
  nChanged 1
		SP:Iteration 33Q (54961.060000 sec): 3 clusters
  Score: Raw -326613.045668 + Penalty 2684.071486 = -323928.974182
  nChanged 1
		SP:Iteration 34Q (54961.230000 sec): 3 clusters
  Score: Raw -326613.170354 + Penalty 2684.071486 = -323929.098868
  nChanged 0
		SP:Iteration 35F (54961.400000 sec): 3 clusters
  Score: Raw -326613.170354 + Penalty 2684.071486 = -323929.098868
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (2851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54961.470000 sec): 2 clusters
  Score: Raw -223242.594679 + Penalty 1292.756577 = -221949.838103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54961.650000 sec): 3 clusters
  Score: Raw -221956.003376 + Penalty 2585.513154 = -219370.490222
  nChanged 1070
		SP:Iteration 1F (54961.820000 sec): 3 clusters
  Score: Raw -222716.195761 + Penalty 2585.513154 = -220130.682607
  nChanged 264
		SP:Iteration 2F (54962.000000 sec): 3 clusters
  Score: Raw -222988.470084 + Penalty 2585.513154 = -220402.956931
  nChanged 202
		SP:Iteration 3F (54962.180000 sec): 3 clusters
  Score: Raw -223184.165732 + Penalty 2585.513154 = -220598.652578
  nChanged 147
		SP:Iteration 4F (54962.350000 sec): 3 clusters
  Score: Raw -223303.246473 + Penalty 2585.513154 = -220717.733320
  nChanged 109
		SP:Iteration 5Q (54962.530000 sec): 3 clusters
  Score: Raw -223409.752058 + Penalty 2585.513154 = -220824.238905
  nChanged 99
		SP:Iteration 6Q (54962.700000 sec): 3 clusters
  Score: Raw -223490.763314 + Penalty 2585.513154 = -220905.250160
  nChanged 75
		SP:Iteration 7Q (54962.880000 sec): 3 clusters
  Score: Raw -223544.772945 + Penalty 2585.513154 = -220959.259791
  nChanged 55
		SP:Iteration 8Q (54963.060000 sec): 3 clusters
  Score: Raw -223592.447038 + Penalty 2585.513154 = -221006.933884
  nChanged 50
		SP:Iteration 9Q (54963.230000 sec): 3 clusters
  Score: Raw -223628.102319 + Penalty 2585.513154 = -221042.589165
  nChanged 38
		SP:Iteration 10Q (54963.450000 sec): 3 clusters
  Score: Raw -223654.246910 + Penalty 2585.513154 = -221068.733756
  nChanged 43
		SP:Iteration 11Q (54963.610000 sec): 3 clusters
  Score: Raw -223674.709254 + Penalty 2585.513154 = -221089.196100
  nChanged 19
		SP:Iteration 12Q (54963.760000 sec): 3 clusters
  Score: Raw -223684.534756 + Penalty 2585.513154 = -221099.021602
  nChanged 17
		SP:Iteration 13Q (54963.920000 sec): 3 clusters
  Score: Raw -223695.161406 + Penalty 2585.513154 = -221109.648252
  nChanged 12
		SP:Iteration 14Q (54964.070000 sec): 3 clusters
  Score: Raw -223702.534148 + Penalty 2585.513154 = -221117.020994
  nChanged 12
		SP:Iteration 15Q (54964.230000 sec): 3 clusters
  Score: Raw -223710.549638 + Penalty 2585.513154 = -221125.036485
  nChanged 11
		SP:Iteration 16Q (54964.340000 sec): 3 clusters
  Score: Raw -223716.737490 + Penalty 2585.513154 = -221131.224336
  nChanged 12
		SP:Iteration 17Q (54964.520000 sec): 3 clusters
  Score: Raw -223724.197089 + Penalty 2585.513154 = -221138.683935
  nChanged 10
		SP:Iteration 18Q (54964.690000 sec): 3 clusters
  Score: Raw -223730.062198 + Penalty 2585.513154 = -221144.549044
  nChanged 7
		SP:Iteration 19Q (54964.870000 sec): 3 clusters
  Score: Raw -223733.033713 + Penalty 2585.513154 = -221147.520559
  nChanged 5
		SP:Iteration 20F (54965.040000 sec): 3 clusters
  Score: Raw -223734.632777 + Penalty 2585.513154 = -221149.119623
  nChanged 3
		SP:Iteration 21Q (54965.220000 sec): 3 clusters
  Score: Raw -223736.273127 + Penalty 2585.513154 = -221150.759973
  nChanged 5
		SP:Iteration 22Q (54965.400000 sec): 3 clusters
  Score: Raw -223739.358377 + Penalty 2585.513154 = -221153.845223
  nChanged 6
		SP:Iteration 23Q (54965.570000 sec): 3 clusters
  Score: Raw -223742.694499 + Penalty 2585.513154 = -221157.181345
  nChanged 3
		SP:Iteration 24Q (54965.750000 sec): 3 clusters
  Score: Raw -223744.139010 + Penalty 2585.513154 = -221158.625856
  nChanged 4
		SP:Iteration 25Q (54965.920000 sec): 3 clusters
  Score: Raw -223745.633818 + Penalty 2585.513154 = -221160.120664
  nChanged 3
		SP:Iteration 26Q (54966.100000 sec): 3 clusters
  Score: Raw -223746.872822 + Penalty 2585.513154 = -221161.359669
  nChanged 2
		SP:Iteration 27Q (54966.280000 sec): 3 clusters
  Score: Raw -223747.669727 + Penalty 2585.513154 = -221162.156573
  nChanged 5
		SP:Iteration 28Q (54966.450000 sec): 3 clusters
  Score: Raw -223750.873875 + Penalty 2585.513154 = -221165.360721
  nChanged 7
		SP:Iteration 29Q (54966.630000 sec): 3 clusters
  Score: Raw -223753.418346 + Penalty 2585.513154 = -221167.905192
  nChanged 3
		SP:Iteration 30Q (54966.800000 sec): 3 clusters
  Score: Raw -223754.594994 + Penalty 2585.513154 = -221169.081840
  nChanged 3
		SP:Iteration 31Q (54966.980000 sec): 3 clusters
  Score: Raw -223755.508712 + Penalty 2585.513154 = -221169.995558
  nChanged 5
		SP:Iteration 32Q (54967.160000 sec): 3 clusters
  Score: Raw -223757.035126 + Penalty 2585.513154 = -221171.521972
  nChanged 3
		SP:Iteration 33Q (54967.330000 sec): 3 clusters
  Score: Raw -223758.177359 + Penalty 2585.513154 = -221172.664205
  nChanged 2
		SP:Iteration 34Q (54967.510000 sec): 3 clusters
  Score: Raw -223759.164740 + Penalty 2585.513154 = -221173.651586
  nChanged 0
		SP:Iteration 35F (54967.680000 sec): 3 clusters
  Score: Raw -223759.164740 + Penalty 2585.513154 = -221173.651586
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (4197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54967.790000 sec): 2 clusters
  Score: Raw -376353.996999 + Penalty 1355.595355 = -374998.401644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54967.980000 sec): 3 clusters
  Score: Raw -374254.583658 + Penalty 2711.190711 = -371543.392947
  nChanged 1648
		SP:Iteration 1F (54968.070000 sec): 3 clusters
  Score: Raw -375321.462473 + Penalty 2711.190711 = -372610.271762
  nChanged 345
		SP:Iteration 2F (54968.150000 sec): 3 clusters
  Score: Raw -375655.952829 + Penalty 2711.190711 = -372944.762119
  nChanged 329
		SP:Iteration 3F (54968.230000 sec): 3 clusters
  Score: Raw -376006.453977 + Penalty 2711.190711 = -373295.263267
  nChanged 303
		SP:Iteration 4F (54968.310000 sec): 3 clusters
  Score: Raw -376328.618806 + Penalty 2711.190711 = -373617.428095
  nChanged 276
		SP:Iteration 5F (54968.390000 sec): 3 clusters
  Score: Raw -376593.425970 + Penalty 2711.190711 = -373882.235260
  nChanged 225
		SP:Iteration 6F (54968.480000 sec): 3 clusters
  Score: Raw -376760.951532 + Penalty 2711.190711 = -374049.760821
  nChanged 162
		SP:Iteration 7Q (54968.560000 sec): 3 clusters
  Score: Raw -376851.008866 + Penalty 2711.190711 = -374139.818156
  nChanged 109
		SP:Iteration 8Q (54968.640000 sec): 3 clusters
  Score: Raw -376908.984293 + Penalty 2711.190711 = -374197.793583
  nChanged 87
		SP:Iteration 9Q (54968.720000 sec): 3 clusters
  Score: Raw -376949.484107 + Penalty 2711.190711 = -374238.293397
  nChanged 63
		SP:Iteration 10Q (54968.810000 sec): 3 clusters
  Score: Raw -376975.701927 + Penalty 2711.190711 = -374264.511216
  nChanged 50
		SP:Iteration 11Q (54968.890000 sec): 3 clusters
  Score: Raw -377000.365440 + Penalty 2711.190711 = -374289.174730
  nChanged 37
		SP:Iteration 12Q (54968.970000 sec): 3 clusters
  Score: Raw -377017.884550 + Penalty 2711.190711 = -374306.693839
  nChanged 31
		SP:Iteration 13Q (54969.050000 sec): 3 clusters
  Score: Raw -377029.621562 + Penalty 2711.190711 = -374318.430851
  nChanged 25
		SP:Iteration 14Q (54969.170000 sec): 3 clusters
  Score: Raw -377039.263731 + Penalty 2711.190711 = -374328.073021
  nChanged 18
		SP:Iteration 15Q (54969.340000 sec): 3 clusters
  Score: Raw -377046.167233 + Penalty 2711.190711 = -374334.976522
  nChanged 22
		SP:Iteration 16Q (54969.520000 sec): 3 clusters
  Score: Raw -377053.707154 + Penalty 2711.190711 = -374342.516443
  nChanged 21
		SP:Iteration 17Q (54969.690000 sec): 3 clusters
  Score: Raw -377060.373054 + Penalty 2711.190711 = -374349.182343
  nChanged 18
		SP:Iteration 18Q (54969.870000 sec): 3 clusters
  Score: Raw -377065.261415 + Penalty 2711.190711 = -374354.070704
  nChanged 16
		SP:Iteration 19Q (54970.050000 sec): 3 clusters
  Score: Raw -377070.261895 + Penalty 2711.190711 = -374359.071184
  nChanged 12
		SP:Iteration 20F (54970.220000 sec): 3 clusters
  Score: Raw -377073.232771 + Penalty 2711.190711 = -374362.042061
  nChanged 17
		SP:Iteration 21Q (54970.400000 sec): 3 clusters
  Score: Raw -377076.645502 + Penalty 2711.190711 = -374365.454791
  nChanged 9
		SP:Iteration 22Q (54970.570000 sec): 3 clusters
  Score: Raw -377078.769759 + Penalty 2711.190711 = -374367.579048
  nChanged 4
		SP:Iteration 23Q (54970.750000 sec): 3 clusters
  Score: Raw -377079.827565 + Penalty 2711.190711 = -374368.636855
  nChanged 6
		SP:Iteration 24Q (54970.930000 sec): 3 clusters
  Score: Raw -377080.954016 + Penalty 2711.190711 = -374369.763306
  nChanged 3
		SP:Iteration 25Q (54971.100000 sec): 3 clusters
  Score: Raw -377081.712003 + Penalty 2711.190711 = -374370.521293
  nChanged 5
		SP:Iteration 26Q (54971.280000 sec): 3 clusters
  Score: Raw -377082.838588 + Penalty 2711.190711 = -374371.647878
  nChanged 4
		SP:Iteration 27Q (54971.450000 sec): 3 clusters
  Score: Raw -377083.452955 + Penalty 2711.190711 = -374372.262244
  nChanged 5
		SP:Iteration 28Q (54971.630000 sec): 3 clusters
  Score: Raw -377084.584484 + Penalty 2711.190711 = -374373.393773
  nChanged 1
		SP:Iteration 29Q (54971.810000 sec): 3 clusters
  Score: Raw -377085.024965 + Penalty 2711.190711 = -374373.834255
  nChanged 1
		SP:Iteration 30Q (54971.980000 sec): 3 clusters
  Score: Raw -377085.438168 + Penalty 2711.190711 = -374374.247458
  nChanged 1
		SP:Iteration 31Q (54972.150000 sec): 3 clusters
  Score: Raw -377085.642785 + Penalty 2711.190711 = -374374.452074
  nChanged 0
		SP:Iteration 32F (54972.330000 sec): 3 clusters
  Score: Raw -377085.642785 + Penalty 2711.190711 = -374374.452074
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (3340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54972.430000 sec): 2 clusters
  Score: Raw -314373.493207 + Penalty 1318.480489 = -313055.012718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54972.610000 sec): 3 clusters
  Score: Raw -312723.961671 + Penalty 2636.960978 = -310087.000693
  nChanged 1297
		SP:Iteration 1F (54972.770000 sec): 3 clusters
  Score: Raw -313501.374752 + Penalty 2636.960978 = -310864.413775
  nChanged 244
		SP:Iteration 2F (54972.930000 sec): 3 clusters
  Score: Raw -313649.797729 + Penalty 2636.960978 = -311012.836751
  nChanged 185
		SP:Iteration 3F (54973.100000 sec): 3 clusters
  Score: Raw -313762.855835 + Penalty 2636.960978 = -311125.894857
  nChanged 140
		SP:Iteration 4Q (54973.260000 sec): 3 clusters
  Score: Raw -313842.018053 + Penalty 2636.960978 = -311205.057075
  nChanged 124
		SP:Iteration 5Q (54973.430000 sec): 3 clusters
  Score: Raw -313918.138120 + Penalty 2636.960978 = -311281.177142
  nChanged 113
		SP:Iteration 6Q (54973.590000 sec): 3 clusters
  Score: Raw -313988.726880 + Penalty 2636.960978 = -311351.765902
  nChanged 103
		SP:Iteration 7Q (54973.750000 sec): 3 clusters
  Score: Raw -314051.043092 + Penalty 2636.960978 = -311414.082114
  nChanged 87
		SP:Iteration 8Q (54973.910000 sec): 3 clusters
  Score: Raw -314102.573098 + Penalty 2636.960978 = -311465.612120
  nChanged 80
		SP:Iteration 9Q (54974.080000 sec): 3 clusters
  Score: Raw -314142.801057 + Penalty 2636.960978 = -311505.840079
  nChanged 67
		SP:Iteration 10Q (54974.260000 sec): 3 clusters
  Score: Raw -314171.867391 + Penalty 2636.960978 = -311534.906413
  nChanged 60
		SP:Iteration 11Q (54974.430000 sec): 3 clusters
  Score: Raw -314198.648832 + Penalty 2636.960978 = -311561.687854
  nChanged 45
		SP:Iteration 12Q (54974.610000 sec): 3 clusters
  Score: Raw -314217.154238 + Penalty 2636.960978 = -311580.193260
  nChanged 43
		SP:Iteration 13Q (54974.790000 sec): 3 clusters
  Score: Raw -314237.676815 + Penalty 2636.960978 = -311600.715837
  nChanged 54
		SP:Iteration 14Q (54974.960000 sec): 3 clusters
  Score: Raw -314262.828096 + Penalty 2636.960978 = -311625.867118
  nChanged 51
		SP:Iteration 15Q (54975.140000 sec): 3 clusters
  Score: Raw -314284.026809 + Penalty 2636.960978 = -311647.065831
  nChanged 41
		SP:Iteration 16Q (54975.310000 sec): 3 clusters
  Score: Raw -314302.040785 + Penalty 2636.960978 = -311665.079807
  nChanged 37
		SP:Iteration 17Q (54975.490000 sec): 3 clusters
  Score: Raw -314316.281337 + Penalty 2636.960978 = -311679.320359
  nChanged 31
		SP:Iteration 18Q (54975.670000 sec): 3 clusters
  Score: Raw -314330.620296 + Penalty 2636.960978 = -311693.659318
  nChanged 27
		SP:Iteration 19Q (54975.840000 sec): 3 clusters
  Score: Raw -314345.987197 + Penalty 2636.960978 = -311709.026219
  nChanged 30
		SP:Iteration 20F (54976.040000 sec): 3 clusters
  Score: Raw -314360.475158 + Penalty 2636.960978 = -311723.514180
  nChanged 32
		SP:Iteration 21Q (54976.190000 sec): 3 clusters
  Score: Raw -314378.515875 + Penalty 2636.960978 = -311741.554897
  nChanged 31
		SP:Iteration 22Q (54976.370000 sec): 3 clusters
  Score: Raw -314392.937760 + Penalty 2636.960978 = -311755.976783
  nChanged 25
		SP:Iteration 23Q (54976.540000 sec): 3 clusters
  Score: Raw -314402.251578 + Penalty 2636.960978 = -311765.290600
  nChanged 18
		SP:Iteration 24Q (54976.720000 sec): 3 clusters
  Score: Raw -314410.429291 + Penalty 2636.960978 = -311773.468313
  nChanged 17
		SP:Iteration 25Q (54976.890000 sec): 3 clusters
  Score: Raw -314416.826466 + Penalty 2636.960978 = -311779.865488
  nChanged 14
		SP:Iteration 26Q (54977.070000 sec): 3 clusters
  Score: Raw -314422.270706 + Penalty 2636.960978 = -311785.309728
  nChanged 20
		SP:Iteration 27Q (54977.250000 sec): 3 clusters
  Score: Raw -314430.451313 + Penalty 2636.960978 = -311793.490335
  nChanged 12
		SP:Iteration 28Q (54977.420000 sec): 3 clusters
  Score: Raw -314438.810238 + Penalty 2636.960978 = -311801.849260
  nChanged 17
		SP:Iteration 29Q (54977.600000 sec): 3 clusters
  Score: Raw -314448.498338 + Penalty 2636.960978 = -311811.537360
  nChanged 18
		SP:Iteration 30Q (54977.770000 sec): 3 clusters
  Score: Raw -314456.957417 + Penalty 2636.960978 = -311819.996439
  nChanged 17
		SP:Iteration 31Q (54977.950000 sec): 3 clusters
  Score: Raw -314462.513994 + Penalty 2636.960978 = -311825.553016
  nChanged 10
		SP:Iteration 32Q (54978.130000 sec): 3 clusters
  Score: Raw -314466.297741 + Penalty 2636.960978 = -311829.336763
  nChanged 13
		SP:Iteration 33Q (54978.300000 sec): 3 clusters
  Score: Raw -314470.624230 + Penalty 2636.960978 = -311833.663252
  nChanged 10
		SP:Iteration 34Q (54978.480000 sec): 3 clusters
  Score: Raw -314474.584448 + Penalty 2636.960978 = -311837.623471
  nChanged 13
		SP:Iteration 35Q (54978.650000 sec): 3 clusters
  Score: Raw -314481.283653 + Penalty 2636.960978 = -311844.322675
  nChanged 16
		SP:Iteration 36Q (54978.830000 sec): 3 clusters
  Score: Raw -314487.559530 + Penalty 2636.960978 = -311850.598552
  nChanged 13
		SP:Iteration 37Q (54979.030000 sec): 3 clusters
  Score: Raw -314494.304379 + Penalty 2636.960978 = -311857.343401
  nChanged 12
		SP:Iteration 38Q (54979.070000 sec): 3 clusters
  Score: Raw -314498.602107 + Penalty 2636.960978 = -311861.641129
  nChanged 14
		SP:Iteration 39Q (54979.140000 sec): 3 clusters
  Score: Raw -314502.987399 + Penalty 2636.960978 = -311866.026421
  nChanged 8
		SP:Iteration 40F (54979.200000 sec): 3 clusters
  Score: Raw -314507.766137 + Penalty 2636.960978 = -311870.805159
  nChanged 8
		SP:Iteration 41Q (54979.260000 sec): 3 clusters
  Score: Raw -314511.447756 + Penalty 2636.960978 = -311874.486778
  nChanged 8
		SP:Iteration 42Q (54979.320000 sec): 3 clusters
  Score: Raw -314514.167714 + Penalty 2636.960978 = -311877.206736
  nChanged 3
		SP:Iteration 43Q (54979.380000 sec): 3 clusters
  Score: Raw -314515.951201 + Penalty 2636.960978 = -311878.990223
  nChanged 2
		SP:Iteration 44Q (54979.450000 sec): 3 clusters
  Score: Raw -314516.658266 + Penalty 2636.960978 = -311879.697288
  nChanged 2
		SP:Iteration 45Q (54979.510000 sec): 3 clusters
  Score: Raw -314517.171654 + Penalty 2636.960978 = -311880.210677
  nChanged 1
		SP:Iteration 46Q (54979.570000 sec): 3 clusters
  Score: Raw -314517.430171 + Penalty 2636.960978 = -311880.469193
  nChanged 1
		SP:Iteration 47Q (54979.630000 sec): 3 clusters
  Score: Raw -314517.690287 + Penalty 2636.960978 = -311880.729309
  nChanged 1
		SP:Iteration 48Q (54979.690000 sec): 3 clusters
  Score: Raw -314518.151738 + Penalty 2636.960978 = -311881.190760
  nChanged 2
		SP:Iteration 49Q (54979.750000 sec): 3 clusters
  Score: Raw -314519.113024 + Penalty 2636.960978 = -311882.152046
  nChanged 2
		SP:Iteration 50Q (54979.810000 sec): 3 clusters
  Score: Raw -314520.008420 + Penalty 2636.960978 = -311883.047442
  nChanged 2
		SP:Iteration 51Q (54979.880000 sec): 3 clusters
  Score: Raw -314520.516986 + Penalty 2636.960978 = -311883.556008
  nChanged 4
		SP:Iteration 52Q (54979.940000 sec): 3 clusters
  Score: Raw -314521.494588 + Penalty 2636.960978 = -311884.533610
  nChanged 3
		SP:Iteration 53Q (54980.000000 sec): 3 clusters
  Score: Raw -314522.244170 + Penalty 2636.960978 = -311885.283192
  nChanged 1
		SP:Iteration 54Q (54980.060000 sec): 3 clusters
  Score: Raw -314522.441627 + Penalty 2636.960978 = -311885.480649
  nChanged 1
		SP:Iteration 55Q (54980.120000 sec): 3 clusters
  Score: Raw -314522.878846 + Penalty 2636.960978 = -311885.917868
  nChanged 2
		SP:Iteration 56Q (54980.190000 sec): 3 clusters
  Score: Raw -314523.396093 + Penalty 2636.960978 = -311886.435115
  nChanged 1
		SP:Iteration 57Q (54980.250000 sec): 3 clusters
  Score: Raw -314523.682614 + Penalty 2636.960978 = -311886.721636
  nChanged 0
		SP:Iteration 58F (54980.310000 sec): 3 clusters
  Score: Raw -314523.682614 + Penalty 2636.960978 = -311886.721636
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (13186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54980.450000 sec): 2 clusters
  Score: Raw -1264568.537880 + Penalty 1541.623028 = -1263026.914852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54980.640000 sec): 3 clusters
  Score: Raw -1256986.383822 + Penalty 3083.246055 = -1253903.137766
  nChanged 5785
		SP:Iteration 1F (54980.930000 sec): 3 clusters
  Score: Raw -1260295.001143 + Penalty 3083.246055 = -1257211.755087
  nChanged 964
		SP:Iteration 2F (54981.170000 sec): 3 clusters
  Score: Raw -1260857.267541 + Penalty 3083.246055 = -1257774.021485
  nChanged 894
		SP:Iteration 3F (54981.460000 sec): 3 clusters
  Score: Raw -1261379.759522 + Penalty 3083.246055 = -1258296.513466
  nChanged 849
		SP:Iteration 4F (54981.740000 sec): 3 clusters
  Score: Raw -1261942.465621 + Penalty 3083.246055 = -1258859.219565
  nChanged 793
		SP:Iteration 5F (54981.980000 sec): 3 clusters
  Score: Raw -1262451.249966 + Penalty 3083.246055 = -1259368.003911
  nChanged 702
		SP:Iteration 6F (54982.260000 sec): 3 clusters
  Score: Raw -1262882.643083 + Penalty 3083.246055 = -1259799.397028
  nChanged 578
		SP:Iteration 7Q (54982.550000 sec): 3 clusters
  Score: Raw -1263183.404869 + Penalty 3083.246055 = -1260100.158814
  nChanged 484
		SP:Iteration 8Q (54982.840000 sec): 3 clusters
  Score: Raw -1263406.975538 + Penalty 3083.246055 = -1260323.729483
  nChanged 381
		SP:Iteration 9Q (54983.120000 sec): 3 clusters
  Score: Raw -1263570.957033 + Penalty 3083.246055 = -1260487.710978
  nChanged 338
		SP:Iteration 10Q (54983.450000 sec): 3 clusters
  Score: Raw -1263725.466359 + Penalty 3083.246055 = -1260642.220304
  nChanged 334
		SP:Iteration 11Q (54983.740000 sec): 3 clusters
  Score: Raw -1263901.860927 + Penalty 3083.246055 = -1260818.614872
  nChanged 375
		SP:Iteration 12Q (54984.020000 sec): 3 clusters
  Score: Raw -1264118.215652 + Penalty 3083.246055 = -1261034.969597
  nChanged 415
		SP:Iteration 13Q (54984.210000 sec): 3 clusters
  Score: Raw -1264361.834037 + Penalty 3083.246055 = -1261278.587981
  nChanged 433
		SP:Iteration 14Q (54984.390000 sec): 3 clusters
  Score: Raw -1264618.297099 + Penalty 3083.246055 = -1261535.051043
  nChanged 412
		SP:Iteration 15Q (54984.670000 sec): 3 clusters
  Score: Raw -1264842.206173 + Penalty 3083.246055 = -1261758.960118
  nChanged 383
		SP:Iteration 16Q (54984.970000 sec): 3 clusters
  Score: Raw -1265046.094450 + Penalty 3083.246055 = -1261962.848395
  nChanged 360
		SP:Iteration 17Q (54985.260000 sec): 3 clusters
  Score: Raw -1265232.974661 + Penalty 3083.246055 = -1262149.728606
  nChanged 311
		SP:Iteration 18Q (54985.530000 sec): 3 clusters
  Score: Raw -1265377.435551 + Penalty 3083.246055 = -1262294.189496
  nChanged 262
		SP:Iteration 19Q (54985.820000 sec): 3 clusters
  Score: Raw -1265494.052711 + Penalty 3083.246055 = -1262410.806656
  nChanged 250
		SP:Iteration 20F (54986.060000 sec): 3 clusters
  Score: Raw -1265595.692329 + Penalty 3083.246055 = -1262512.446274
  nChanged 211
		SP:Iteration 21Q (54986.280000 sec): 3 clusters
  Score: Raw -1265684.791335 + Penalty 3083.246055 = -1262601.545280
  nChanged 180
		SP:Iteration 22Q (54986.550000 sec): 3 clusters
  Score: Raw -1265755.528920 + Penalty 3083.246055 = -1262672.282864
  nChanged 152
		SP:Iteration 23Q (54986.840000 sec): 3 clusters
  Score: Raw -1265809.004074 + Penalty 3083.246055 = -1262725.758019
  nChanged 124
		SP:Iteration 24Q (54987.120000 sec): 3 clusters
  Score: Raw -1265850.831895 + Penalty 3083.246055 = -1262767.585840
  nChanged 104
		SP:Iteration 25Q (54987.360000 sec): 3 clusters
  Score: Raw -1265883.207776 + Penalty 3083.246055 = -1262799.961721
  nChanged 94
		SP:Iteration 26Q (54987.650000 sec): 3 clusters
  Score: Raw -1265909.694491 + Penalty 3083.246055 = -1262826.448436
  nChanged 58
		SP:Iteration 27Q (54987.890000 sec): 3 clusters
  Score: Raw -1265923.425378 + Penalty 3083.246055 = -1262840.179323
  nChanged 43
		SP:Iteration 28Q (54988.170000 sec): 3 clusters
  Score: Raw -1265932.541671 + Penalty 3083.246055 = -1262849.295616
  nChanged 37
		SP:Iteration 29Q (54988.410000 sec): 3 clusters
  Score: Raw -1265941.682047 + Penalty 3083.246055 = -1262858.435991
  nChanged 32
		SP:Iteration 30Q (54988.700000 sec): 3 clusters
  Score: Raw -1265948.221707 + Penalty 3083.246055 = -1262864.975652
  nChanged 26
		SP:Iteration 31Q (54988.940000 sec): 3 clusters
  Score: Raw -1265953.065965 + Penalty 3083.246055 = -1262869.819909
  nChanged 13
		SP:Iteration 32Q (54989.230000 sec): 3 clusters
  Score: Raw -1265955.393995 + Penalty 3083.246055 = -1262872.147940
  nChanged 12
		SP:Iteration 33Q (54989.470000 sec): 3 clusters
  Score: Raw -1265957.165872 + Penalty 3083.246055 = -1262873.919817
  nChanged 15
		SP:Iteration 34Q (54989.750000 sec): 3 clusters
  Score: Raw -1265960.495202 + Penalty 3083.246055 = -1262877.249146
  nChanged 11
		SP:Iteration 35Q (54989.990000 sec): 3 clusters
  Score: Raw -1265962.656480 + Penalty 3083.246055 = -1262879.410424
  nChanged 5
		SP:Iteration 36Q (54990.280000 sec): 3 clusters
  Score: Raw -1265963.483693 + Penalty 3083.246055 = -1262880.237637
  nChanged 5
		SP:Iteration 37Q (54990.460000 sec): 3 clusters
  Score: Raw -1265964.500165 + Penalty 3083.246055 = -1262881.254110
  nChanged 7
		SP:Iteration 38Q (54990.750000 sec): 3 clusters
  Score: Raw -1265966.011187 + Penalty 3083.246055 = -1262882.765131
  nChanged 5
		SP:Iteration 39Q (54991.010000 sec): 3 clusters
  Score: Raw -1265966.761908 + Penalty 3083.246055 = -1262883.515853
  nChanged 3
		SP:Iteration 40F (54991.250000 sec): 3 clusters
  Score: Raw -1265967.232959 + Penalty 3083.246055 = -1262883.986903
  nChanged 3
		SP:Iteration 41Q (54991.490000 sec): 3 clusters
  Score: Raw -1265967.691440 + Penalty 3083.246055 = -1262884.445385
  nChanged 7
		SP:Iteration 42Q (54991.770000 sec): 3 clusters
  Score: Raw -1265969.110407 + Penalty 3083.246055 = -1262885.864352
  nChanged 10
		SP:Iteration 43Q (54992.010000 sec): 3 clusters
  Score: Raw -1265970.665569 + Penalty 3083.246055 = -1262887.419513
  nChanged 5
		SP:Iteration 44Q (54992.300000 sec): 3 clusters
  Score: Raw -1265971.359358 + Penalty 3083.246055 = -1262888.113303
  nChanged 5
		SP:Iteration 45Q (54992.540000 sec): 3 clusters
  Score: Raw -1265972.479732 + Penalty 3083.246055 = -1262889.233676
  nChanged 5
		SP:Iteration 46Q (54992.820000 sec): 3 clusters
  Score: Raw -1265973.448482 + Penalty 3083.246055 = -1262890.202427
  nChanged 5
		SP:Iteration 47Q (54993.060000 sec): 3 clusters
  Score: Raw -1265974.113841 + Penalty 3083.246055 = -1262890.867785
  nChanged 3
		SP:Iteration 48Q (54993.350000 sec): 3 clusters
  Score: Raw -1265974.535697 + Penalty 3083.246055 = -1262891.289641
  nChanged 1
		SP:Iteration 49Q (54993.590000 sec): 3 clusters
  Score: Raw -1265974.680509 + Penalty 3083.246055 = -1262891.434453
  nChanged 2
		SP:Iteration 50Q (54993.880000 sec): 3 clusters
  Score: Raw -1265974.967357 + Penalty 3083.246055 = -1262891.721302
  nChanged 1
		SP:Iteration 51Q (54994.120000 sec): 3 clusters
  Score: Raw -1265975.095368 + Penalty 3083.246055 = -1262891.849312
  nChanged 1
		SP:Iteration 52Q (54994.410000 sec): 3 clusters
  Score: Raw -1265975.188845 + Penalty 3083.246055 = -1262891.942790
  nChanged 1
		SP:Iteration 53Q (54994.650000 sec): 3 clusters
  Score: Raw -1265975.287407 + Penalty 3083.246055 = -1262892.041351
  nChanged 2
		SP:Iteration 54Q (54994.940000 sec): 3 clusters
  Score: Raw -1265975.672886 + Penalty 3083.246055 = -1262892.426830
  nChanged 3
		SP:Iteration 55Q (54995.120000 sec): 3 clusters
  Score: Raw -1265976.117936 + Penalty 3083.246055 = -1262892.871881
  nChanged 3
		SP:Iteration 56Q (54995.420000 sec): 3 clusters
  Score: Raw -1265976.666039 + Penalty 3083.246055 = -1262893.419984
  nChanged 4
		SP:Iteration 57Q (54995.700000 sec): 3 clusters
  Score: Raw -1265977.418897 + Penalty 3083.246055 = -1262894.172842
  nChanged 5
		SP:Iteration 58Q (54995.950000 sec): 3 clusters
  Score: Raw -1265978.979790 + Penalty 3083.246055 = -1262895.733734
  nChanged 11
		SP:Iteration 59Q (54996.230000 sec): 3 clusters
  Score: Raw -1265981.301617 + Penalty 3083.246055 = -1262898.055562
  nChanged 9
		SP:Iteration 60F (54996.430000 sec): 3 clusters
  Score: Raw -1265983.160218 + Penalty 3083.246055 = -1262899.914162
  nChanged 11
		SP:Iteration 61Q (54996.690000 sec): 3 clusters
  Score: Raw -1265985.499378 + Penalty 3083.246055 = -1262902.253323
  nChanged 10
		SP:Iteration 62Q (54996.910000 sec): 3 clusters
  Score: Raw -1265987.221506 + Penalty 3083.246055 = -1262903.975451
  nChanged 8
		SP:Iteration 63Q (54997.190000 sec): 3 clusters
  Score: Raw -1265988.528858 + Penalty 3083.246055 = -1262905.282802
  nChanged 4
		SP:Iteration 64Q (54997.380000 sec): 3 clusters
  Score: Raw -1265989.300527 + Penalty 3083.246055 = -1262906.054472
  nChanged 8
		SP:Iteration 65Q (54997.660000 sec): 3 clusters
  Score: Raw -1265990.796052 + Penalty 3083.246055 = -1262907.549996
  nChanged 6
		SP:Iteration 66Q (54997.950000 sec): 3 clusters
  Score: Raw -1265991.912725 + Penalty 3083.246055 = -1262908.666670
  nChanged 4
		SP:Iteration 67Q (54998.190000 sec): 3 clusters
  Score: Raw -1265992.501803 + Penalty 3083.246055 = -1262909.255748
  nChanged 4
		SP:Iteration 68Q (54998.480000 sec): 3 clusters
  Score: Raw -1265993.136137 + Penalty 3083.246055 = -1262909.890082
  nChanged 1
		SP:Iteration 69Q (54998.770000 sec): 3 clusters
  Score: Raw -1265993.219673 + Penalty 3083.246055 = -1262909.973617
  nChanged 1
		SP:Iteration 70Q (54999.050000 sec): 3 clusters
  Score: Raw -1265993.318743 + Penalty 3083.246055 = -1262910.072688
  nChanged 1
		SP:Iteration 71Q (54999.350000 sec): 3 clusters
  Score: Raw -1265993.398202 + Penalty 3083.246055 = -1262910.152147
  nChanged 0
		SP:Iteration 72F (54999.640000 sec): 3 clusters
  Score: Raw -1265993.398202 + Penalty 3083.246055 = -1262910.152147
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (5050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54999.680000 sec): 2 clusters
  Score: Raw -393153.766764 + Penalty 1385.660822 = -391768.105942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54999.850000 sec): 3 clusters
  Score: Raw -390608.265833 + Penalty 2771.321645 = -387836.944188
  nChanged 2044
		SP:Iteration 1F (55000.030000 sec): 3 clusters
  Score: Raw -391894.391041 + Penalty 2771.321645 = -389123.069396
  nChanged 418
		SP:Iteration 2F (55000.200000 sec): 3 clusters
  Score: Raw -392161.097084 + Penalty 2771.321645 = -389389.775439
  nChanged 318
		SP:Iteration 3F (55000.380000 sec): 3 clusters
  Score: Raw -392368.591836 + Penalty 2771.321645 = -389597.270191
  nChanged 276
		SP:Iteration 4F (55000.550000 sec): 3 clusters
  Score: Raw -392521.436088 + Penalty 2771.321645 = -389750.114443
  nChanged 187
		SP:Iteration 5Q (55000.650000 sec): 3 clusters
  Score: Raw -392628.134606 + Penalty 2771.321645 = -389856.812961
  nChanged 153
		SP:Iteration 6Q (55000.820000 sec): 3 clusters
  Score: Raw -392719.604163 + Penalty 2771.321645 = -389948.282518
  nChanged 152
		SP:Iteration 7Q (55000.990000 sec): 3 clusters
  Score: Raw -392803.652417 + Penalty 2771.321645 = -390032.330773
  nChanged 133
		SP:Iteration 8Q (55001.170000 sec): 3 clusters
  Score: Raw -392880.032274 + Penalty 2771.321645 = -390108.710629
  nChanged 132
		SP:Iteration 9Q (55001.340000 sec): 3 clusters
  Score: Raw -392951.044418 + Penalty 2771.321645 = -390179.722773
  nChanged 130
		SP:Iteration 10Q (55001.520000 sec): 3 clusters
  Score: Raw -393011.851280 + Penalty 2771.321645 = -390240.529635
  nChanged 97
		SP:Iteration 11Q (55001.690000 sec): 3 clusters
  Score: Raw -393058.343000 + Penalty 2771.321645 = -390287.021355
  nChanged 85
		SP:Iteration 12Q (55001.870000 sec): 3 clusters
  Score: Raw -393113.653084 + Penalty 2771.321645 = -390342.331439
  nChanged 86
		SP:Iteration 13Q (55002.040000 sec): 3 clusters
  Score: Raw -393161.224921 + Penalty 2771.321645 = -390389.903276
  nChanged 90
		SP:Iteration 14Q (55002.210000 sec): 3 clusters
  Score: Raw -393200.581528 + Penalty 2771.321645 = -390429.259883
  nChanged 66
		SP:Iteration 15Q (55002.380000 sec): 3 clusters
  Score: Raw -393229.328419 + Penalty 2771.321645 = -390458.006774
  nChanged 64
		SP:Iteration 16Q (55002.560000 sec): 3 clusters
  Score: Raw -393259.300760 + Penalty 2771.321645 = -390487.979115
  nChanged 58
		SP:Iteration 17Q (55002.730000 sec): 3 clusters
  Score: Raw -393283.899498 + Penalty 2771.321645 = -390512.577853
  nChanged 54
		SP:Iteration 18Q (55002.910000 sec): 3 clusters
  Score: Raw -393302.000951 + Penalty 2771.321645 = -390530.679307
  nChanged 43
		SP:Iteration 19Q (55003.080000 sec): 3 clusters
  Score: Raw -393318.353084 + Penalty 2771.321645 = -390547.031439
  nChanged 37
		SP:Iteration 20F (55003.250000 sec): 3 clusters
  Score: Raw -393335.032905 + Penalty 2771.321645 = -390563.711260
  nChanged 36
		SP:Iteration 21Q (55003.430000 sec): 3 clusters
  Score: Raw -393346.518440 + Penalty 2771.321645 = -390575.196795
  nChanged 34
		SP:Iteration 22Q (55003.610000 sec): 3 clusters
  Score: Raw -393357.530080 + Penalty 2771.321645 = -390586.208435
  nChanged 33
		SP:Iteration 23Q (55003.780000 sec): 3 clusters
  Score: Raw -393370.961243 + Penalty 2771.321645 = -390599.639598
  nChanged 33
		SP:Iteration 24Q (55003.950000 sec): 3 clusters
  Score: Raw -393382.725304 + Penalty 2771.321645 = -390611.403660
  nChanged 39
		SP:Iteration 25Q (55004.130000 sec): 3 clusters
  Score: Raw -393396.090066 + Penalty 2771.321645 = -390624.768421
  nChanged 39
		SP:Iteration 26Q (55004.300000 sec): 3 clusters
  Score: Raw -393413.118719 + Penalty 2771.321645 = -390641.797074
  nChanged 41
		SP:Iteration 27Q (55004.480000 sec): 3 clusters
  Score: Raw -393429.517750 + Penalty 2771.321645 = -390658.196105
  nChanged 40
		SP:Iteration 28Q (55004.650000 sec): 3 clusters
  Score: Raw -393444.631187 + Penalty 2771.321645 = -390673.309542
  nChanged 41
		SP:Iteration 29Q (55004.830000 sec): 3 clusters
  Score: Raw -393458.494903 + Penalty 2771.321645 = -390687.173259
  nChanged 30
		SP:Iteration 30Q (55005.000000 sec): 3 clusters
  Score: Raw -393468.293334 + Penalty 2771.321645 = -390696.971689
  nChanged 32
		SP:Iteration 31Q (55005.180000 sec): 3 clusters
  Score: Raw -393478.622111 + Penalty 2771.321645 = -390707.300466
  nChanged 28
		SP:Iteration 32Q (55005.350000 sec): 3 clusters
  Score: Raw -393487.199581 + Penalty 2771.321645 = -390715.877936
  nChanged 23
		SP:Iteration 33Q (55005.530000 sec): 3 clusters
  Score: Raw -393496.053619 + Penalty 2771.321645 = -390724.731974
  nChanged 25
		SP:Iteration 34Q (55005.700000 sec): 3 clusters
  Score: Raw -393503.349615 + Penalty 2771.321645 = -390732.027970
  nChanged 29
		SP:Iteration 35Q (55005.870000 sec): 3 clusters
  Score: Raw -393513.259684 + Penalty 2771.321645 = -390741.938039
  nChanged 35
		SP:Iteration 36Q (55006.050000 sec): 3 clusters
  Score: Raw -393526.176887 + Penalty 2771.321645 = -390754.855243
  nChanged 27
		SP:Iteration 37Q (55006.220000 sec): 3 clusters
  Score: Raw -393532.315896 + Penalty 2771.321645 = -390760.994251
  nChanged 24
		SP:Iteration 38Q (55006.400000 sec): 3 clusters
  Score: Raw -393539.849606 + Penalty 2771.321645 = -390768.527961
  nChanged 35
		SP:Iteration 39Q (55006.570000 sec): 3 clusters
  Score: Raw -393555.081183 + Penalty 2771.321645 = -390783.759538
  nChanged 35
		SP:Iteration 40F (55006.750000 sec): 3 clusters
  Score: Raw -393570.046987 + Penalty 2771.321645 = -390798.725342
  nChanged 40
		SP:Iteration 41Q (55006.920000 sec): 3 clusters
  Score: Raw -393583.594581 + Penalty 2771.321645 = -390812.272936
  nChanged 44
		SP:Iteration 42Q (55007.100000 sec): 3 clusters
  Score: Raw -393599.082326 + Penalty 2771.321645 = -390827.760681
  nChanged 33
		SP:Iteration 43Q (55007.270000 sec): 3 clusters
  Score: Raw -393610.001631 + Penalty 2771.321645 = -390838.679986
  nChanged 28
		SP:Iteration 44Q (55007.450000 sec): 3 clusters
  Score: Raw -393619.295411 + Penalty 2771.321645 = -390847.973766
  nChanged 24
		SP:Iteration 45Q (55007.620000 sec): 3 clusters
  Score: Raw -393625.237726 + Penalty 2771.321645 = -390853.916081
  nChanged 20
		SP:Iteration 46Q (55007.790000 sec): 3 clusters
  Score: Raw -393630.428004 + Penalty 2771.321645 = -390859.106359
  nChanged 21
		SP:Iteration 47Q (55007.970000 sec): 3 clusters
  Score: Raw -393634.742007 + Penalty 2771.321645 = -390863.420363
  nChanged 14
		SP:Iteration 48Q (55008.150000 sec): 3 clusters
  Score: Raw -393637.831909 + Penalty 2771.321645 = -390866.510264
  nChanged 12
		SP:Iteration 49Q (55008.320000 sec): 3 clusters
  Score: Raw -393640.452636 + Penalty 2771.321645 = -390869.130991
  nChanged 11
		SP:Iteration 50Q (55008.490000 sec): 3 clusters
  Score: Raw -393643.288170 + Penalty 2771.321645 = -390871.966525
  nChanged 13
		SP:Iteration 51Q (55008.670000 sec): 3 clusters
  Score: Raw -393646.130632 + Penalty 2771.321645 = -390874.808987
  nChanged 13
		SP:Iteration 52Q (55008.840000 sec): 3 clusters
  Score: Raw -393648.724841 + Penalty 2771.321645 = -390877.403197
  nChanged 13
		SP:Iteration 53Q (55009.020000 sec): 3 clusters
  Score: Raw -393650.683546 + Penalty 2771.321645 = -390879.361901
  nChanged 8
		SP:Iteration 54Q (55009.190000 sec): 3 clusters
  Score: Raw -393651.658964 + Penalty 2771.321645 = -390880.337320
  nChanged 6
		SP:Iteration 55Q (55009.370000 sec): 3 clusters
  Score: Raw -393652.991241 + Penalty 2771.321645 = -390881.669597
  nChanged 7
		SP:Iteration 56Q (55009.540000 sec): 3 clusters
  Score: Raw -393653.717688 + Penalty 2771.321645 = -390882.396043
  nChanged 5
		SP:Iteration 57Q (55009.710000 sec): 3 clusters
  Score: Raw -393654.181727 + Penalty 2771.321645 = -390882.860082
  nChanged 6
		SP:Iteration 58Q (55009.890000 sec): 3 clusters
  Score: Raw -393654.890648 + Penalty 2771.321645 = -390883.569003
  nChanged 8
		SP:Iteration 59Q (55010.060000 sec): 3 clusters
  Score: Raw -393656.770391 + Penalty 2771.321645 = -390885.448746
  nChanged 7
		SP:Iteration 60F (55010.240000 sec): 3 clusters
  Score: Raw -393657.952745 + Penalty 2771.321645 = -390886.631101
  nChanged 8
		SP:Iteration 61Q (55010.410000 sec): 3 clusters
  Score: Raw -393659.369380 + Penalty 2771.321645 = -390888.047735
  nChanged 6
		SP:Iteration 62Q (55010.590000 sec): 3 clusters
  Score: Raw -393660.527475 + Penalty 2771.321645 = -390889.205830
  nChanged 5
		SP:Iteration 63Q (55010.760000 sec): 3 clusters
  Score: Raw -393661.139079 + Penalty 2771.321645 = -390889.817434
  nChanged 4
		SP:Iteration 64Q (55010.940000 sec): 3 clusters
  Score: Raw -393661.758076 + Penalty 2771.321645 = -390890.436431
  nChanged 1
		SP:Iteration 65Q (55011.110000 sec): 3 clusters
  Score: Raw -393661.946913 + Penalty 2771.321645 = -390890.625268
  nChanged 0
		SP:Iteration 66F (55011.290000 sec): 3 clusters
  Score: Raw -393661.946913 + Penalty 2771.321645 = -390890.625268
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55011.360000 sec): 2 clusters
  Score: Raw -117804.421580 + Penalty 1197.150022 = -116607.271558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55011.530000 sec): 3 clusters
  Score: Raw -117245.787494 + Penalty 2394.300044 = -114851.487449
  nChanged 557
		SP:Iteration 1F (55011.710000 sec): 3 clusters
  Score: Raw -117881.826028 + Penalty 2394.300044 = -115487.525984
  nChanged 186
		SP:Iteration 2F (55011.890000 sec): 3 clusters
  Score: Raw -118221.520364 + Penalty 2394.300044 = -115827.220320
  nChanged 119
		SP:Iteration 3F (55012.060000 sec): 3 clusters
  Score: Raw -118409.729521 + Penalty 2394.300044 = -116015.429477
  nChanged 60
		SP:Iteration 4Q (55012.230000 sec): 3 clusters
  Score: Raw -118475.906055 + Penalty 2394.300044 = -116081.606011
  nChanged 52
		SP:Iteration 5Q (55012.410000 sec): 3 clusters
  Score: Raw -118549.560807 + Penalty 2394.300044 = -116155.260762
  nChanged 40
		SP:Iteration 6Q (55012.590000 sec): 3 clusters
  Score: Raw -118586.384390 + Penalty 2394.300044 = -116192.084345
  nChanged 33
		SP:Iteration 7Q (55012.760000 sec): 3 clusters
  Score: Raw -118615.543945 + Penalty 2394.300044 = -116221.243901
  nChanged 21
		SP:Iteration 8Q (55012.940000 sec): 3 clusters
  Score: Raw -118640.496808 + Penalty 2394.300044 = -116246.196763
  nChanged 26
		SP:Iteration 9Q (55013.110000 sec): 3 clusters
  Score: Raw -118676.514576 + Penalty 2394.300044 = -116282.214532
  nChanged 25
		SP:Iteration 10Q (55013.290000 sec): 3 clusters
  Score: Raw -118703.903897 + Penalty 2394.300044 = -116309.603852
  nChanged 23
		SP:Iteration 11Q (55013.470000 sec): 3 clusters
  Score: Raw -118724.532293 + Penalty 2394.300044 = -116330.232248
  nChanged 16
		SP:Iteration 12Q (55013.640000 sec): 3 clusters
  Score: Raw -118738.378451 + Penalty 2394.300044 = -116344.078407
  nChanged 9
		SP:Iteration 13Q (55013.810000 sec): 3 clusters
  Score: Raw -118744.476432 + Penalty 2394.300044 = -116350.176388
  nChanged 8
		SP:Iteration 14Q (55013.990000 sec): 3 clusters
  Score: Raw -118748.757398 + Penalty 2394.300044 = -116354.457353
  nChanged 1
		SP:Iteration 15Q (55014.170000 sec): 3 clusters
  Score: Raw -118749.031311 + Penalty 2394.300044 = -116354.731267
  nChanged 1
		SP:Iteration 16Q (55014.340000 sec): 3 clusters
  Score: Raw -118749.537668 + Penalty 2394.300044 = -116355.237624
  nChanged 2
		SP:Iteration 17Q (55014.520000 sec): 3 clusters
  Score: Raw -118750.343829 + Penalty 2394.300044 = -116356.043785
  nChanged 1
		SP:Iteration 18Q (55014.690000 sec): 3 clusters
  Score: Raw -118751.468710 + Penalty 2394.300044 = -116357.168665
  nChanged 1
		SP:Iteration 19Q (55014.870000 sec): 3 clusters
  Score: Raw -118751.772188 + Penalty 2394.300044 = -116357.472144
  nChanged 1
		SP:Iteration 20F (55015.050000 sec): 3 clusters
  Score: Raw -118751.997220 + Penalty 2394.300044 = -116357.697176
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (2501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55015.120000 sec): 2 clusters
  Score: Raw -241143.608732 + Penalty 1271.472464 = -239872.136268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55015.300000 sec): 3 clusters
  Score: Raw -239965.790453 + Penalty 2542.944928 = -237422.845525
  nChanged 909
		SP:Iteration 1F (55015.470000 sec): 3 clusters
  Score: Raw -240573.230773 + Penalty 2542.944928 = -238030.285845
  nChanged 207
		SP:Iteration 2F (55015.650000 sec): 3 clusters
  Score: Raw -240740.877847 + Penalty 2542.944928 = -238197.932920
  nChanged 147
		SP:Iteration 3F (55015.830000 sec): 3 clusters
  Score: Raw -240853.358507 + Penalty 2542.944928 = -238310.413580
  nChanged 114
		SP:Iteration 4Q (55016.000000 sec): 3 clusters
  Score: Raw -240945.307551 + Penalty 2542.944928 = -238402.362623
  nChanged 101
		SP:Iteration 5Q (55016.180000 sec): 3 clusters
  Score: Raw -241026.129346 + Penalty 2542.944928 = -238483.184419
  nChanged 92
		SP:Iteration 6Q (55016.350000 sec): 3 clusters
  Score: Raw -241086.708331 + Penalty 2542.944928 = -238543.763403
  nChanged 77
		SP:Iteration 7Q (55016.530000 sec): 3 clusters
  Score: Raw -241134.688552 + Penalty 2542.944928 = -238591.743624
  nChanged 47
		SP:Iteration 8Q (55016.710000 sec): 3 clusters
  Score: Raw -241170.413324 + Penalty 2542.944928 = -238627.468397
  nChanged 50
		SP:Iteration 9Q (55016.880000 sec): 3 clusters
  Score: Raw -241198.209354 + Penalty 2542.944928 = -238655.264426
  nChanged 38
		SP:Iteration 10Q (55017.060000 sec): 3 clusters
  Score: Raw -241218.716471 + Penalty 2542.944928 = -238675.771544
  nChanged 26
		SP:Iteration 11Q (55017.230000 sec): 3 clusters
  Score: Raw -241232.797444 + Penalty 2542.944928 = -238689.852516
  nChanged 22
		SP:Iteration 12Q (55017.410000 sec): 3 clusters
  Score: Raw -241242.212315 + Penalty 2542.944928 = -238699.267387
  nChanged 14
		SP:Iteration 13Q (55017.590000 sec): 3 clusters
  Score: Raw -241248.863390 + Penalty 2542.944928 = -238705.918463
  nChanged 15
		SP:Iteration 14Q (55017.760000 sec): 3 clusters
  Score: Raw -241256.934285 + Penalty 2542.944928 = -238713.989358
  nChanged 16
		SP:Iteration 15Q (55017.940000 sec): 3 clusters
  Score: Raw -241264.938693 + Penalty 2542.944928 = -238721.993766
  nChanged 15
		SP:Iteration 16Q (55018.110000 sec): 3 clusters
  Score: Raw -241272.475689 + Penalty 2542.944928 = -238729.530761
  nChanged 11
		SP:Iteration 17Q (55018.290000 sec): 3 clusters
  Score: Raw -241278.405061 + Penalty 2542.944928 = -238735.460134
  nChanged 18
		SP:Iteration 18Q (55018.470000 sec): 3 clusters
  Score: Raw -241286.300612 + Penalty 2542.944928 = -238743.355685
  nChanged 18
		SP:Iteration 19Q (55018.640000 sec): 3 clusters
  Score: Raw -241296.534784 + Penalty 2542.944928 = -238753.589857
  nChanged 15
		SP:Iteration 20F (55018.820000 sec): 3 clusters
  Score: Raw -241304.208595 + Penalty 2542.944928 = -238761.263667
  nChanged 17
		SP:Iteration 21Q (55018.990000 sec): 3 clusters
  Score: Raw -241313.945726 + Penalty 2542.944928 = -238771.000798
  nChanged 17
		SP:Iteration 22Q (55019.170000 sec): 3 clusters
  Score: Raw -241323.621930 + Penalty 2542.944928 = -238780.677003
  nChanged 13
		SP:Iteration 23Q (55019.350000 sec): 3 clusters
  Score: Raw -241330.729959 + Penalty 2542.944928 = -238787.785031
  nChanged 7
		SP:Iteration 24Q (55019.520000 sec): 3 clusters
  Score: Raw -241334.424541 + Penalty 2542.944928 = -238791.479613
  nChanged 9
		SP:Iteration 25Q (55019.700000 sec): 3 clusters
  Score: Raw -241339.083054 + Penalty 2542.944928 = -238796.138127
  nChanged 7
		SP:Iteration 26Q (55019.870000 sec): 3 clusters
  Score: Raw -241341.440018 + Penalty 2542.944928 = -238798.495091
  nChanged 7
		SP:Iteration 27Q (55020.050000 sec): 3 clusters
  Score: Raw -241345.401725 + Penalty 2542.944928 = -238802.456797
  nChanged 11
		SP:Iteration 28Q (55020.220000 sec): 3 clusters
  Score: Raw -241352.120734 + Penalty 2542.944928 = -238809.175806
  nChanged 19
		SP:Iteration 29Q (55020.400000 sec): 3 clusters
  Score: Raw -241361.235671 + Penalty 2542.944928 = -238818.290743
  nChanged 19
		SP:Iteration 30Q (55020.570000 sec): 3 clusters
  Score: Raw -241369.917461 + Penalty 2542.944928 = -238826.972534
  nChanged 21
		SP:Iteration 31Q (55020.790000 sec): 3 clusters
  Score: Raw -241381.075562 + Penalty 2542.944928 = -238838.130634
  nChanged 21
		SP:Iteration 32Q (55020.950000 sec): 3 clusters
  Score: Raw -241389.695820 + Penalty 2542.944928 = -238846.750892
  nChanged 7
		SP:Iteration 33Q (55021.110000 sec): 3 clusters
  Score: Raw -241392.560810 + Penalty 2542.944928 = -238849.615883
  nChanged 4
		SP:Iteration 34Q (55021.270000 sec): 3 clusters
  Score: Raw -241393.872600 + Penalty 2542.944928 = -238850.927672
  nChanged 5
		SP:Iteration 35Q (55021.430000 sec): 3 clusters
  Score: Raw -241395.635285 + Penalty 2542.944928 = -238852.690358
  nChanged 1
		SP:Iteration 36Q (55021.590000 sec): 3 clusters
  Score: Raw -241396.068250 + Penalty 2542.944928 = -238853.123322
  nChanged 1
		SP:Iteration 37Q (55021.750000 sec): 3 clusters
  Score: Raw -241396.749587 + Penalty 2542.944928 = -238853.804660
  nChanged 4
		SP:Iteration 38Q (55021.910000 sec): 3 clusters
  Score: Raw -241398.556278 + Penalty 2542.944928 = -238855.611350
  nChanged 3
		SP:Iteration 39Q (55022.020000 sec): 3 clusters
  Score: Raw -241399.697608 + Penalty 2542.944928 = -238856.752681
  nChanged 2
		SP:Iteration 40F (55022.200000 sec): 3 clusters
  Score: Raw -241401.147305 + Penalty 2542.944928 = -238858.202377
  nChanged 3
		SP:Iteration 41Q (55022.370000 sec): 3 clusters
  Score: Raw -241402.794548 + Penalty 2542.944928 = -238859.849621
  nChanged 2
		SP:Iteration 42Q (55022.550000 sec): 3 clusters
  Score: Raw -241403.850335 + Penalty 2542.944928 = -238860.905407
  nChanged 2
		SP:Iteration 43Q (55022.730000 sec): 3 clusters
  Score: Raw -241404.374537 + Penalty 2542.944928 = -238861.429610
  nChanged 0
		SP:Iteration 44F (55022.900000 sec): 3 clusters
  Score: Raw -241404.374537 + Penalty 2542.944928 = -238861.429610
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (5505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55023.010000 sec): 2 clusters
  Score: Raw -388385.117670 + Penalty 1399.679458 = -386985.438212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55023.170000 sec): 3 clusters
  Score: Raw -385521.063182 + Penalty 2799.358916 = -382721.704266
  nChanged 2280
		SP:Iteration 1F (55023.360000 sec): 3 clusters
  Score: Raw -387191.093283 + Penalty 2799.358916 = -384391.734367
  nChanged 578
		SP:Iteration 2F (55023.530000 sec): 3 clusters
  Score: Raw -387761.217624 + Penalty 2799.358916 = -384961.858708
  nChanged 452
		SP:Iteration 3F (55023.710000 sec): 3 clusters
  Score: Raw -388237.566959 + Penalty 2799.358916 = -385438.208043
  nChanged 362
		SP:Iteration 4F (55023.880000 sec): 3 clusters
  Score: Raw -388536.428863 + Penalty 2799.358916 = -385737.069947
  nChanged 255
		SP:Iteration 5Q (55024.050000 sec): 3 clusters
  Score: Raw -388723.458921 + Penalty 2799.358916 = -385924.100005
  nChanged 217
		SP:Iteration 6Q (55024.220000 sec): 3 clusters
  Score: Raw -388862.962873 + Penalty 2799.358916 = -386063.603957
  nChanged 170
		SP:Iteration 7Q (55024.390000 sec): 3 clusters
  Score: Raw -388941.716527 + Penalty 2799.358916 = -386142.357611
  nChanged 115
		SP:Iteration 8Q (55024.560000 sec): 3 clusters
  Score: Raw -388995.251833 + Penalty 2799.358916 = -386195.892917
  nChanged 110
		SP:Iteration 9Q (55024.730000 sec): 3 clusters
  Score: Raw -389041.256142 + Penalty 2799.358916 = -386241.897226
  nChanged 82
		SP:Iteration 10Q (55024.910000 sec): 3 clusters
  Score: Raw -389070.844177 + Penalty 2799.358916 = -386271.485261
  nChanged 59
		SP:Iteration 11Q (55025.010000 sec): 3 clusters
  Score: Raw -389088.565123 + Penalty 2799.358916 = -386289.206207
  nChanged 42
		SP:Iteration 12Q (55025.210000 sec): 3 clusters
  Score: Raw -389100.791353 + Penalty 2799.358916 = -386301.432437
  nChanged 36
		SP:Iteration 13Q (55025.430000 sec): 3 clusters
  Score: Raw -389109.570444 + Penalty 2799.358916 = -386310.211528
  nChanged 17
		SP:Iteration 14Q (55025.600000 sec): 3 clusters
  Score: Raw -389113.704594 + Penalty 2799.358916 = -386314.345678
  nChanged 19
		SP:Iteration 15Q (55025.750000 sec): 3 clusters
  Score: Raw -389117.546895 + Penalty 2799.358916 = -386318.187979
  nChanged 11
		SP:Iteration 16Q (55025.920000 sec): 3 clusters
  Score: Raw -389120.667953 + Penalty 2799.358916 = -386321.309037
  nChanged 14
		SP:Iteration 17Q (55026.090000 sec): 3 clusters
  Score: Raw -389122.697427 + Penalty 2799.358916 = -386323.338511
  nChanged 6
		SP:Iteration 18Q (55026.260000 sec): 3 clusters
  Score: Raw -389123.445485 + Penalty 2799.358916 = -386324.086569
  nChanged 1
		SP:Iteration 19Q (55026.430000 sec): 3 clusters
  Score: Raw -389123.500876 + Penalty 2799.358916 = -386324.141960
  nChanged 1
		SP:Iteration 20F (55026.610000 sec): 3 clusters
  Score: Raw -389123.641935 + Penalty 2799.358916 = -386324.283019
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (6743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55026.700000 sec): 2 clusters
  Score: Raw -517091.427406 + Penalty 1432.642284 = -515658.785122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55026.910000 sec): 3 clusters
  Score: Raw -513504.649723 + Penalty 2865.284568 = -510639.365156
  nChanged 2785
		SP:Iteration 1F (55027.120000 sec): 3 clusters
  Score: Raw -515200.377057 + Penalty 2865.284568 = -512335.092489
  nChanged 565
		SP:Iteration 2F (55027.320000 sec): 3 clusters
  Score: Raw -515608.312915 + Penalty 2865.284568 = -512743.028347
  nChanged 478
		SP:Iteration 3F (55027.530000 sec): 3 clusters
  Score: Raw -515911.364556 + Penalty 2865.284568 = -513046.079988
  nChanged 394
		SP:Iteration 4F (55027.730000 sec): 3 clusters
  Score: Raw -516146.404068 + Penalty 2865.284568 = -513281.119500
  nChanged 341
		SP:Iteration 5F (55027.940000 sec): 3 clusters
  Score: Raw -516348.095133 + Penalty 2865.284568 = -513482.810565
  nChanged 275
		SP:Iteration 6Q (55028.140000 sec): 3 clusters
  Score: Raw -516510.669825 + Penalty 2865.284568 = -513645.385257
  nChanged 230
		SP:Iteration 7Q (55028.350000 sec): 3 clusters
  Score: Raw -516630.837027 + Penalty 2865.284568 = -513765.552460
  nChanged 199
		SP:Iteration 8Q (55028.550000 sec): 3 clusters
  Score: Raw -516729.575909 + Penalty 2865.284568 = -513864.291342
  nChanged 184
		SP:Iteration 9Q (55028.760000 sec): 3 clusters
  Score: Raw -516835.830507 + Penalty 2865.284568 = -513970.545939
  nChanged 170
		SP:Iteration 10Q (55028.950000 sec): 3 clusters
  Score: Raw -516919.078935 + Penalty 2865.284568 = -514053.794367
  nChanged 150
		SP:Iteration 11Q (55029.060000 sec): 3 clusters
  Score: Raw -516996.960636 + Penalty 2865.284568 = -514131.676069
  nChanged 127
		SP:Iteration 12Q (55029.250000 sec): 3 clusters
  Score: Raw -517054.370327 + Penalty 2865.284568 = -514189.085759
  nChanged 115
		SP:Iteration 13Q (55029.450000 sec): 3 clusters
  Score: Raw -517100.286744 + Penalty 2865.284568 = -514235.002176
  nChanged 83
		SP:Iteration 14Q (55029.650000 sec): 3 clusters
  Score: Raw -517133.128250 + Penalty 2865.284568 = -514267.843682
  nChanged 69
		SP:Iteration 15Q (55029.860000 sec): 3 clusters
  Score: Raw -517158.262249 + Penalty 2865.284568 = -514292.977682
  nChanged 68
		SP:Iteration 16Q (55030.070000 sec): 3 clusters
  Score: Raw -517181.777973 + Penalty 2865.284568 = -514316.493405
  nChanged 52
		SP:Iteration 17Q (55030.270000 sec): 3 clusters
  Score: Raw -517203.149605 + Penalty 2865.284568 = -514337.865037
  nChanged 68
		SP:Iteration 18Q (55030.480000 sec): 3 clusters
  Score: Raw -517230.169321 + Penalty 2865.284568 = -514364.884753
  nChanged 61
		SP:Iteration 19Q (55030.680000 sec): 3 clusters
  Score: Raw -517255.124398 + Penalty 2865.284568 = -514389.839830
  nChanged 72
		SP:Iteration 20F (55030.890000 sec): 3 clusters
  Score: Raw -517286.096845 + Penalty 2865.284568 = -514420.812277
  nChanged 53
		SP:Iteration 21Q (55031.090000 sec): 3 clusters
  Score: Raw -517307.287449 + Penalty 2865.284568 = -514442.002881
  nChanged 54
		SP:Iteration 22Q (55031.300000 sec): 3 clusters
  Score: Raw -517329.281499 + Penalty 2865.284568 = -514463.996931
  nChanged 62
		SP:Iteration 23Q (55031.500000 sec): 3 clusters
  Score: Raw -517355.303264 + Penalty 2865.284568 = -514490.018696
  nChanged 69
		SP:Iteration 24Q (55031.710000 sec): 3 clusters
  Score: Raw -517377.314387 + Penalty 2865.284568 = -514512.029819
  nChanged 51
		SP:Iteration 25Q (55031.910000 sec): 3 clusters
  Score: Raw -517395.227318 + Penalty 2865.284568 = -514529.942750
  nChanged 47
		SP:Iteration 26Q (55032.120000 sec): 3 clusters
  Score: Raw -517414.100997 + Penalty 2865.284568 = -514548.816429
  nChanged 47
		SP:Iteration 27Q (55032.320000 sec): 3 clusters
  Score: Raw -517431.597168 + Penalty 2865.284568 = -514566.312601
  nChanged 43
		SP:Iteration 28Q (55032.530000 sec): 3 clusters
  Score: Raw -517445.623969 + Penalty 2865.284568 = -514580.339401
  nChanged 44
		SP:Iteration 29Q (55032.730000 sec): 3 clusters
  Score: Raw -517463.372725 + Penalty 2865.284568 = -514598.088158
  nChanged 54
		SP:Iteration 30Q (55032.940000 sec): 3 clusters
  Score: Raw -517484.309561 + Penalty 2865.284568 = -514619.024993
  nChanged 46
		SP:Iteration 31Q (55033.140000 sec): 3 clusters
  Score: Raw -517502.853824 + Penalty 2865.284568 = -514637.569256
  nChanged 40
		SP:Iteration 32Q (55033.350000 sec): 3 clusters
  Score: Raw -517520.915063 + Penalty 2865.284568 = -514655.630495
  nChanged 52
		SP:Iteration 33Q (55033.550000 sec): 3 clusters
  Score: Raw -517542.533022 + Penalty 2865.284568 = -514677.248454
  nChanged 49
		SP:Iteration 34Q (55033.760000 sec): 3 clusters
  Score: Raw -517567.120675 + Penalty 2865.284568 = -514701.836107
  nChanged 51
		SP:Iteration 35Q (55033.960000 sec): 3 clusters
  Score: Raw -517593.176477 + Penalty 2865.284568 = -514727.891909
  nChanged 58
		SP:Iteration 36Q (55034.160000 sec): 3 clusters
  Score: Raw -517622.061490 + Penalty 2865.284568 = -514756.776922
  nChanged 50
		SP:Iteration 37Q (55034.370000 sec): 3 clusters
  Score: Raw -517642.348245 + Penalty 2865.284568 = -514777.063677
  nChanged 48
		SP:Iteration 38Q (55034.580000 sec): 3 clusters
  Score: Raw -517659.517436 + Penalty 2865.284568 = -514794.232868
  nChanged 38
		SP:Iteration 39Q (55034.780000 sec): 3 clusters
  Score: Raw -517676.242741 + Penalty 2865.284568 = -514810.958174
  nChanged 34
		SP:Iteration 40F (55034.980000 sec): 3 clusters
  Score: Raw -517689.845932 + Penalty 2865.284568 = -514824.561364
  nChanged 36
		SP:Iteration 41Q (55035.190000 sec): 3 clusters
  Score: Raw -517702.010644 + Penalty 2865.284568 = -514836.726077
  nChanged 31
		SP:Iteration 42Q (55035.400000 sec): 3 clusters
  Score: Raw -517714.303993 + Penalty 2865.284568 = -514849.019425
  nChanged 35
		SP:Iteration 43Q (55035.600000 sec): 3 clusters
  Score: Raw -517725.992271 + Penalty 2865.284568 = -514860.707703
  nChanged 18
		SP:Iteration 44Q (55035.800000 sec): 3 clusters
  Score: Raw -517731.602749 + Penalty 2865.284568 = -514866.318181
  nChanged 14
		SP:Iteration 45Q (55036.010000 sec): 3 clusters
  Score: Raw -517735.943206 + Penalty 2865.284568 = -514870.658639
  nChanged 6
		SP:Iteration 46Q (55036.210000 sec): 3 clusters
  Score: Raw -517738.158418 + Penalty 2865.284568 = -514872.873850
  nChanged 6
		SP:Iteration 47Q (55036.420000 sec): 3 clusters
  Score: Raw -517739.357152 + Penalty 2865.284568 = -514874.072584
  nChanged 8
		SP:Iteration 48Q (55036.620000 sec): 3 clusters
  Score: Raw -517741.101086 + Penalty 2865.284568 = -514875.816518
  nChanged 5
		SP:Iteration 49Q (55036.830000 sec): 3 clusters
  Score: Raw -517742.611314 + Penalty 2865.284568 = -514877.326746
  nChanged 2
		SP:Iteration 50Q (55037.030000 sec): 3 clusters
  Score: Raw -517743.267963 + Penalty 2865.284568 = -514877.983395
  nChanged 4
		SP:Iteration 51Q (55037.240000 sec): 3 clusters
  Score: Raw -517743.919203 + Penalty 2865.284568 = -514878.634635
  nChanged 3
		SP:Iteration 52Q (55037.440000 sec): 3 clusters
  Score: Raw -517744.371921 + Penalty 2865.284568 = -514879.087353
  nChanged 3
		SP:Iteration 53Q (55037.640000 sec): 3 clusters
  Score: Raw -517745.165323 + Penalty 2865.284568 = -514879.880755
  nChanged 5
		SP:Iteration 54Q (55037.850000 sec): 3 clusters
  Score: Raw -517746.192477 + Penalty 2865.284568 = -514880.907909
  nChanged 4
		SP:Iteration 55Q (55038.050000 sec): 3 clusters
  Score: Raw -517746.966085 + Penalty 2865.284568 = -514881.681517
  nChanged 2
		SP:Iteration 56Q (55038.260000 sec): 3 clusters
  Score: Raw -517747.109250 + Penalty 2865.284568 = -514881.824682
  nChanged 0
		SP:Iteration 57F (55038.460000 sec): 3 clusters
  Score: Raw -517747.109250 + Penalty 2865.284568 = -514881.824682
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (7682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55038.580000 sec): 2 clusters
  Score: Raw -664097.829066 + Penalty 1453.828221 = -662644.000845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55038.800000 sec): 3 clusters
  Score: Raw -659859.955620 + Penalty 2907.656443 = -656952.299177
  nChanged 3194
		SP:Iteration 1F (55039.000000 sec): 3 clusters
  Score: Raw -661709.837506 + Penalty 2907.656443 = -658802.181063
  nChanged 621
		SP:Iteration 2F (55039.190000 sec): 3 clusters
  Score: Raw -662181.852265 + Penalty 2907.656443 = -659274.195822
  nChanged 540
		SP:Iteration 3F (55039.390000 sec): 3 clusters
  Score: Raw -662714.307866 + Penalty 2907.656443 = -659806.651423
  nChanged 580
		SP:Iteration 4F (55039.590000 sec): 3 clusters
  Score: Raw -663236.728953 + Penalty 2907.656443 = -660329.072510
  nChanged 523
		SP:Iteration 5F (55039.790000 sec): 3 clusters
  Score: Raw -663620.269326 + Penalty 2907.656443 = -660712.612883
  nChanged 413
		SP:Iteration 6F (55039.990000 sec): 3 clusters
  Score: Raw -663872.869131 + Penalty 2907.656443 = -660965.212688
  nChanged 312
		SP:Iteration 7Q (55040.180000 sec): 3 clusters
  Score: Raw -664034.503560 + Penalty 2907.656443 = -661126.847118
  nChanged 259
		SP:Iteration 8Q (55040.380000 sec): 3 clusters
  Score: Raw -664164.364345 + Penalty 2907.656443 = -661256.707902
  nChanged 195
		SP:Iteration 9Q (55040.550000 sec): 3 clusters
  Score: Raw -664263.468914 + Penalty 2907.656443 = -661355.812471
  nChanged 173
		SP:Iteration 10Q (55040.740000 sec): 3 clusters
  Score: Raw -664358.808647 + Penalty 2907.656443 = -661451.152205
  nChanged 167
		SP:Iteration 11Q (55040.940000 sec): 3 clusters
  Score: Raw -664452.053758 + Penalty 2907.656443 = -661544.397315
  nChanged 176
		SP:Iteration 12Q (55041.140000 sec): 3 clusters
  Score: Raw -664537.987404 + Penalty 2907.656443 = -661630.330961
  nChanged 155
		SP:Iteration 13Q (55041.340000 sec): 3 clusters
  Score: Raw -664606.901433 + Penalty 2907.656443 = -661699.244990
  nChanged 124
		SP:Iteration 14Q (55041.540000 sec): 3 clusters
  Score: Raw -664649.365261 + Penalty 2907.656443 = -661741.708818
  nChanged 115
		SP:Iteration 15Q (55041.740000 sec): 3 clusters
  Score: Raw -664689.984437 + Penalty 2907.656443 = -661782.327994
  nChanged 116
		SP:Iteration 16Q (55041.930000 sec): 3 clusters
  Score: Raw -664726.883346 + Penalty 2907.656443 = -661819.226903
  nChanged 92
		SP:Iteration 17Q (55042.130000 sec): 3 clusters
  Score: Raw -664752.107844 + Penalty 2907.656443 = -661844.451402
  nChanged 69
		SP:Iteration 18Q (55042.330000 sec): 3 clusters
  Score: Raw -664770.833449 + Penalty 2907.656443 = -661863.177006
  nChanged 60
		SP:Iteration 19Q (55042.530000 sec): 3 clusters
  Score: Raw -664785.481509 + Penalty 2907.656443 = -661877.825066
  nChanged 65
		SP:Iteration 20F (55042.720000 sec): 3 clusters
  Score: Raw -664800.057873 + Penalty 2907.656443 = -661892.401430
  nChanged 61
		SP:Iteration 21Q (55042.920000 sec): 3 clusters
  Score: Raw -664817.125511 + Penalty 2907.656443 = -661909.469068
  nChanged 68
		SP:Iteration 22Q (55043.120000 sec): 3 clusters
  Score: Raw -664839.833778 + Penalty 2907.656443 = -661932.177335
  nChanged 72
		SP:Iteration 23Q (55043.320000 sec): 3 clusters
  Score: Raw -664859.177854 + Penalty 2907.656443 = -661951.521411
  nChanged 57
		SP:Iteration 24Q (55043.520000 sec): 3 clusters
  Score: Raw -664873.491562 + Penalty 2907.656443 = -661965.835119
  nChanged 58
		SP:Iteration 25Q (55043.720000 sec): 3 clusters
  Score: Raw -664886.682146 + Penalty 2907.656443 = -661979.025703
  nChanged 58
		SP:Iteration 26Q (55043.840000 sec): 3 clusters
  Score: Raw -664897.296517 + Penalty 2907.656443 = -661989.640075
  nChanged 49
		SP:Iteration 27Q (55043.960000 sec): 3 clusters
  Score: Raw -664906.986025 + Penalty 2907.656443 = -661999.329582
  nChanged 46
		SP:Iteration 28Q (55044.160000 sec): 3 clusters
  Score: Raw -664915.716020 + Penalty 2907.656443 = -662008.059577
  nChanged 39
		SP:Iteration 29Q (55044.350000 sec): 3 clusters
  Score: Raw -664923.427131 + Penalty 2907.656443 = -662015.770688
  nChanged 44
		SP:Iteration 30Q (55044.550000 sec): 3 clusters
  Score: Raw -664932.929277 + Penalty 2907.656443 = -662025.272834
  nChanged 38
		SP:Iteration 31Q (55044.750000 sec): 3 clusters
  Score: Raw -664943.171718 + Penalty 2907.656443 = -662035.515275
  nChanged 46
		SP:Iteration 32Q (55044.950000 sec): 3 clusters
  Score: Raw -664952.936946 + Penalty 2907.656443 = -662045.280503
  nChanged 40
		SP:Iteration 33Q (55045.150000 sec): 3 clusters
  Score: Raw -664960.497132 + Penalty 2907.656443 = -662052.840689
  nChanged 36
		SP:Iteration 34Q (55045.270000 sec): 3 clusters
  Score: Raw -664968.040320 + Penalty 2907.656443 = -662060.383877
  nChanged 30
		SP:Iteration 35Q (55045.460000 sec): 3 clusters
  Score: Raw -664973.575401 + Penalty 2907.656443 = -662065.918959
  nChanged 28
		SP:Iteration 36Q (55045.660000 sec): 3 clusters
  Score: Raw -664978.020335 + Penalty 2907.656443 = -662070.363892
  nChanged 28
		SP:Iteration 37Q (55045.860000 sec): 3 clusters
  Score: Raw -664983.233974 + Penalty 2907.656443 = -662075.577531
  nChanged 34
		SP:Iteration 38Q (55046.060000 sec): 3 clusters
  Score: Raw -664989.107913 + Penalty 2907.656443 = -662081.451470
  nChanged 28
		SP:Iteration 39Q (55046.250000 sec): 3 clusters
  Score: Raw -664994.118402 + Penalty 2907.656443 = -662086.461959
  nChanged 28
		SP:Iteration 40F (55046.450000 sec): 3 clusters
  Score: Raw -664998.924929 + Penalty 2907.656443 = -662091.268486
  nChanged 21
		SP:Iteration 41Q (55046.650000 sec): 3 clusters
  Score: Raw -665002.245059 + Penalty 2907.656443 = -662094.588616
  nChanged 21
		SP:Iteration 42Q (55046.850000 sec): 3 clusters
  Score: Raw -665004.428477 + Penalty 2907.656443 = -662096.772034
  nChanged 12
		SP:Iteration 43Q (55047.050000 sec): 3 clusters
  Score: Raw -665005.692561 + Penalty 2907.656443 = -662098.036118
  nChanged 9
		SP:Iteration 44Q (55047.250000 sec): 3 clusters
  Score: Raw -665007.097375 + Penalty 2907.656443 = -662099.440932
  nChanged 8
		SP:Iteration 45Q (55047.450000 sec): 3 clusters
  Score: Raw -665007.775631 + Penalty 2907.656443 = -662100.119188
  nChanged 9
		SP:Iteration 46Q (55047.650000 sec): 3 clusters
  Score: Raw -665009.057666 + Penalty 2907.656443 = -662101.401223
  nChanged 10
		SP:Iteration 47Q (55047.830000 sec): 3 clusters
  Score: Raw -665010.695981 + Penalty 2907.656443 = -662103.039538
  nChanged 10
		SP:Iteration 48Q (55048.010000 sec): 3 clusters
  Score: Raw -665011.737363 + Penalty 2907.656443 = -662104.080920
  nChanged 9
		SP:Iteration 49Q (55048.200000 sec): 3 clusters
  Score: Raw -665013.312473 + Penalty 2907.656443 = -662105.656030
  nChanged 18
		SP:Iteration 50Q (55048.380000 sec): 3 clusters
  Score: Raw -665016.643934 + Penalty 2907.656443 = -662108.987491
  nChanged 24
		SP:Iteration 51Q (55048.570000 sec): 3 clusters
  Score: Raw -665020.751063 + Penalty 2907.656443 = -662113.094620
  nChanged 21
		SP:Iteration 52Q (55048.740000 sec): 3 clusters
  Score: Raw -665024.290672 + Penalty 2907.656443 = -662116.634229
  nChanged 17
		SP:Iteration 53Q (55048.920000 sec): 3 clusters
  Score: Raw -665026.457343 + Penalty 2907.656443 = -662118.800900
  nChanged 12
		SP:Iteration 54Q (55049.120000 sec): 3 clusters
  Score: Raw -665028.515405 + Penalty 2907.656443 = -662120.858963
  nChanged 15
		SP:Iteration 55Q (55049.310000 sec): 3 clusters
  Score: Raw -665031.414291 + Penalty 2907.656443 = -662123.757848
  nChanged 17
		SP:Iteration 56Q (55049.510000 sec): 3 clusters
  Score: Raw -665033.437707 + Penalty 2907.656443 = -662125.781264
  nChanged 16
		SP:Iteration 57Q (55049.710000 sec): 3 clusters
  Score: Raw -665035.389005 + Penalty 2907.656443 = -662127.732562
  nChanged 12
		SP:Iteration 58Q (55049.910000 sec): 3 clusters
  Score: Raw -665036.716925 + Penalty 2907.656443 = -662129.060482
  nChanged 9
		SP:Iteration 59Q (55050.110000 sec): 3 clusters
  Score: Raw -665037.693530 + Penalty 2907.656443 = -662130.037087
  nChanged 7
		SP:Iteration 60F (55050.310000 sec): 3 clusters
  Score: Raw -665038.422887 + Penalty 2907.656443 = -662130.766444
  nChanged 7
		SP:Iteration 61Q (55050.510000 sec): 3 clusters
  Score: Raw -665039.215987 + Penalty 2907.656443 = -662131.559544
  nChanged 7
		SP:Iteration 62Q (55050.710000 sec): 3 clusters
  Score: Raw -665041.058554 + Penalty 2907.656443 = -662133.402111
  nChanged 9
		SP:Iteration 63Q (55050.910000 sec): 3 clusters
  Score: Raw -665042.652662 + Penalty 2907.656443 = -662134.996219
  nChanged 8
		SP:Iteration 64Q (55051.100000 sec): 3 clusters
  Score: Raw -665043.348433 + Penalty 2907.656443 = -662135.691990
  nChanged 5
		SP:Iteration 65Q (55051.300000 sec): 3 clusters
  Score: Raw -665043.567157 + Penalty 2907.656443 = -662135.910714
  nChanged 4
		SP:Iteration 66Q (55051.490000 sec): 3 clusters
  Score: Raw -665044.041263 + Penalty 2907.656443 = -662136.384820
  nChanged 4
		SP:Iteration 67Q (55051.600000 sec): 3 clusters
  Score: Raw -665044.327795 + Penalty 2907.656443 = -662136.671352
  nChanged 2
		SP:Iteration 68Q (55051.710000 sec): 3 clusters
  Score: Raw -665044.436855 + Penalty 2907.656443 = -662136.780412
  nChanged 2
		SP:Iteration 69Q (55051.820000 sec): 3 clusters
  Score: Raw -665044.588343 + Penalty 2907.656443 = -662136.931900
  nChanged 1
		SP:Iteration 70Q (55051.930000 sec): 3 clusters
  Score: Raw -665044.668259 + Penalty 2907.656443 = -662137.011816
  nChanged 4
		SP:Iteration 71Q (55052.040000 sec): 3 clusters
  Score: Raw -665045.264496 + Penalty 2907.656443 = -662137.608053
  nChanged 2
		SP:Iteration 72Q (55052.230000 sec): 3 clusters
  Score: Raw -665045.524214 + Penalty 2907.656443 = -662137.867771
  nChanged 2
		SP:Iteration 73Q (55052.430000 sec): 3 clusters
  Score: Raw -665045.741657 + Penalty 2907.656443 = -662138.085214
  nChanged 1
		SP:Iteration 74Q (55052.630000 sec): 3 clusters
  Score: Raw -665045.957591 + Penalty 2907.656443 = -662138.301148
  nChanged 1
		SP:Iteration 75Q (55052.820000 sec): 3 clusters
  Score: Raw -665046.011918 + Penalty 2907.656443 = -662138.355475
  nChanged 1
		SP:Iteration 76Q (55053.020000 sec): 3 clusters
  Score: Raw -665046.086155 + Penalty 2907.656443 = -662138.429712
  nChanged 2
		SP:Iteration 77Q (55053.220000 sec): 3 clusters
  Score: Raw -665046.422348 + Penalty 2907.656443 = -662138.765906
  nChanged 4
		SP:Iteration 78Q (55053.420000 sec): 3 clusters
  Score: Raw -665046.810249 + Penalty 2907.656443 = -662139.153806
  nChanged 3
		SP:Iteration 79Q (55053.610000 sec): 3 clusters
  Score: Raw -665047.364837 + Penalty 2907.656443 = -662139.708394
  nChanged 4
		SP:Iteration 80F (55053.810000 sec): 3 clusters
  Score: Raw -665047.968311 + Penalty 2907.656443 = -662140.311868
  nChanged 5
		SP:Iteration 81Q (55054.010000 sec): 3 clusters
  Score: Raw -665048.750741 + Penalty 2907.656443 = -662141.094298
  nChanged 5
		SP:Iteration 82Q (55054.210000 sec): 3 clusters
  Score: Raw -665049.539862 + Penalty 2907.656443 = -662141.883419
  nChanged 9
		SP:Iteration 83Q (55054.410000 sec): 3 clusters
  Score: Raw -665050.612591 + Penalty 2907.656443 = -662142.956148
  nChanged 7
		SP:Iteration 84Q (55054.610000 sec): 3 clusters
  Score: Raw -665051.316058 + Penalty 2907.656443 = -662143.659615
  nChanged 9
		SP:Iteration 85Q (55054.810000 sec): 3 clusters
  Score: Raw -665052.201048 + Penalty 2907.656443 = -662144.544605
  nChanged 2
		SP:Iteration 86Q (55055.000000 sec): 3 clusters
  Score: Raw -665052.527411 + Penalty 2907.656443 = -662144.870968
  nChanged 2
		SP:Iteration 87Q (55055.200000 sec): 3 clusters
  Score: Raw -665052.689380 + Penalty 2907.656443 = -662145.032937
  nChanged 2
		SP:Iteration 88Q (55055.400000 sec): 3 clusters
  Score: Raw -665053.040584 + Penalty 2907.656443 = -662145.384141
  nChanged 0
		SP:Iteration 89F (55055.600000 sec): 3 clusters
  Score: Raw -665053.040584 + Penalty 2907.656443 = -662145.384141
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (4939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55055.710000 sec): 2 clusters
  Score: Raw -418232.741905 + Penalty 1382.049201 = -416850.692704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55055.880000 sec): 3 clusters
  Score: Raw -415667.013267 + Penalty 2764.098402 = -412902.914865
  nChanged 1993
		SP:Iteration 1F (55056.060000 sec): 3 clusters
  Score: Raw -416854.702163 + Penalty 2764.098402 = -414090.603761
  nChanged 411
		SP:Iteration 2F (55056.230000 sec): 3 clusters
  Score: Raw -417133.181803 + Penalty 2764.098402 = -414369.083401
  nChanged 320
		SP:Iteration 3F (55056.410000 sec): 3 clusters
  Score: Raw -417337.538343 + Penalty 2764.098402 = -414573.439941
  nChanged 276
		SP:Iteration 4F (55056.590000 sec): 3 clusters
  Score: Raw -417510.844258 + Penalty 2764.098402 = -414746.745856
  nChanged 242
		SP:Iteration 5Q (55056.760000 sec): 3 clusters
  Score: Raw -417687.277082 + Penalty 2764.098402 = -414923.178680
  nChanged 241
		SP:Iteration 6Q (55056.940000 sec): 3 clusters
  Score: Raw -417860.537236 + Penalty 2764.098402 = -415096.438833
  nChanged 242
		SP:Iteration 7Q (55057.110000 sec): 3 clusters
  Score: Raw -418039.555972 + Penalty 2764.098402 = -415275.457569
  nChanged 235
		SP:Iteration 8Q (55057.290000 sec): 3 clusters
  Score: Raw -418239.837094 + Penalty 2764.098402 = -415475.738692
  nChanged 206
		SP:Iteration 9Q (55057.460000 sec): 3 clusters
  Score: Raw -418372.875060 + Penalty 2764.098402 = -415608.776658
  nChanged 164
		SP:Iteration 10Q (55057.640000 sec): 3 clusters
  Score: Raw -418468.908997 + Penalty 2764.098402 = -415704.810594
  nChanged 139
		SP:Iteration 11Q (55057.810000 sec): 3 clusters
  Score: Raw -418549.874344 + Penalty 2764.098402 = -415785.775942
  nChanged 133
		SP:Iteration 12Q (55057.990000 sec): 3 clusters
  Score: Raw -418630.991753 + Penalty 2764.098402 = -415866.893350
  nChanged 91
		SP:Iteration 13Q (55058.160000 sec): 3 clusters
  Score: Raw -418683.452314 + Penalty 2764.098402 = -415919.353912
  nChanged 78
		SP:Iteration 14Q (55058.340000 sec): 3 clusters
  Score: Raw -418720.824685 + Penalty 2764.098402 = -415956.726283
  nChanged 71
		SP:Iteration 15Q (55058.510000 sec): 3 clusters
  Score: Raw -418751.364249 + Penalty 2764.098402 = -415987.265847
  nChanged 51
		SP:Iteration 16Q (55058.690000 sec): 3 clusters
  Score: Raw -418774.072943 + Penalty 2764.098402 = -416009.974541
  nChanged 46
		SP:Iteration 17Q (55058.870000 sec): 3 clusters
  Score: Raw -418792.289856 + Penalty 2764.098402 = -416028.191454
  nChanged 39
		SP:Iteration 18Q (55059.040000 sec): 3 clusters
  Score: Raw -418809.308365 + Penalty 2764.098402 = -416045.209963
  nChanged 44
		SP:Iteration 19Q (55059.220000 sec): 3 clusters
  Score: Raw -418825.603375 + Penalty 2764.098402 = -416061.504973
  nChanged 31
		SP:Iteration 20F (55059.390000 sec): 3 clusters
  Score: Raw -418836.838083 + Penalty 2764.098402 = -416072.739681
  nChanged 27
		SP:Iteration 21Q (55059.570000 sec): 3 clusters
  Score: Raw -418844.194203 + Penalty 2764.098402 = -416080.095801
  nChanged 13
		SP:Iteration 22Q (55059.750000 sec): 3 clusters
  Score: Raw -418847.506774 + Penalty 2764.098402 = -416083.408372
  nChanged 9
		SP:Iteration 23Q (55059.920000 sec): 3 clusters
  Score: Raw -418849.781328 + Penalty 2764.098402 = -416085.682926
  nChanged 8
		SP:Iteration 24Q (55060.090000 sec): 3 clusters
  Score: Raw -418852.171252 + Penalty 2764.098402 = -416088.072850
  nChanged 8
		SP:Iteration 25Q (55060.270000 sec): 3 clusters
  Score: Raw -418854.251452 + Penalty 2764.098402 = -416090.153050
  nChanged 8
		SP:Iteration 26Q (55060.450000 sec): 3 clusters
  Score: Raw -418856.158395 + Penalty 2764.098402 = -416092.059992
  nChanged 9
		SP:Iteration 27Q (55060.620000 sec): 3 clusters
  Score: Raw -418858.151408 + Penalty 2764.098402 = -416094.053006
  nChanged 6
		SP:Iteration 28Q (55060.800000 sec): 3 clusters
  Score: Raw -418859.114518 + Penalty 2764.098402 = -416095.016116
  nChanged 2
		SP:Iteration 29Q (55060.970000 sec): 3 clusters
  Score: Raw -418859.760068 + Penalty 2764.098402 = -416095.661666
  nChanged 4
		SP:Iteration 30Q (55061.150000 sec): 3 clusters
  Score: Raw -418860.597043 + Penalty 2764.098402 = -416096.498641
  nChanged 5
		SP:Iteration 31Q (55061.320000 sec): 3 clusters
  Score: Raw -418861.316502 + Penalty 2764.098402 = -416097.218100
  nChanged 6
		SP:Iteration 32Q (55061.500000 sec): 3 clusters
  Score: Raw -418863.407366 + Penalty 2764.098402 = -416099.308964
  nChanged 14
		SP:Iteration 33Q (55061.670000 sec): 3 clusters
  Score: Raw -418869.132004 + Penalty 2764.098402 = -416105.033602
  nChanged 20
		SP:Iteration 34Q (55061.850000 sec): 3 clusters
  Score: Raw -418875.145258 + Penalty 2764.098402 = -416111.046856
  nChanged 16
		SP:Iteration 35Q (55062.020000 sec): 3 clusters
  Score: Raw -418879.655162 + Penalty 2764.098402 = -416115.556760
  nChanged 16
		SP:Iteration 36Q (55062.200000 sec): 3 clusters
  Score: Raw -418887.354881 + Penalty 2764.098402 = -416123.256479
  nChanged 24
		SP:Iteration 37Q (55062.370000 sec): 3 clusters
  Score: Raw -418896.687866 + Penalty 2764.098402 = -416132.589464
  nChanged 24
		SP:Iteration 38Q (55062.550000 sec): 3 clusters
  Score: Raw -418905.283097 + Penalty 2764.098402 = -416141.184695
  nChanged 17
		SP:Iteration 39Q (55062.770000 sec): 3 clusters
  Score: Raw -418913.827875 + Penalty 2764.098402 = -416149.729472
  nChanged 28
		SP:Iteration 40F (55062.940000 sec): 3 clusters
  Score: Raw -418927.573387 + Penalty 2764.098402 = -416163.474985
  nChanged 32
		SP:Iteration 41Q (55063.080000 sec): 3 clusters
  Score: Raw -418941.939924 + Penalty 2764.098402 = -416177.841522
  nChanged 32
		SP:Iteration 42Q (55063.260000 sec): 3 clusters
  Score: Raw -418956.237214 + Penalty 2764.098402 = -416192.138812
  nChanged 30
		SP:Iteration 43Q (55063.430000 sec): 3 clusters
  Score: Raw -418971.681285 + Penalty 2764.098402 = -416207.582883
  nChanged 34
		SP:Iteration 44Q (55063.610000 sec): 3 clusters
  Score: Raw -418984.672079 + Penalty 2764.098402 = -416220.573677
  nChanged 27
		SP:Iteration 45Q (55063.790000 sec): 3 clusters
  Score: Raw -418994.680234 + Penalty 2764.098402 = -416230.581832
  nChanged 20
		SP:Iteration 46Q (55063.960000 sec): 3 clusters
  Score: Raw -419002.101140 + Penalty 2764.098402 = -416238.002738
  nChanged 23
		SP:Iteration 47Q (55064.140000 sec): 3 clusters
  Score: Raw -419010.394520 + Penalty 2764.098402 = -416246.296118
  nChanged 16
		SP:Iteration 48Q (55064.360000 sec): 3 clusters
  Score: Raw -419014.970371 + Penalty 2764.098402 = -416250.871969
  nChanged 10
		SP:Iteration 49Q (55064.540000 sec): 3 clusters
  Score: Raw -419017.639358 + Penalty 2764.098402 = -416253.540956
  nChanged 12
		SP:Iteration 50Q (55064.720000 sec): 3 clusters
  Score: Raw -419021.365200 + Penalty 2764.098402 = -416257.266798
  nChanged 10
		SP:Iteration 51Q (55064.900000 sec): 3 clusters
  Score: Raw -419025.286938 + Penalty 2764.098402 = -416261.188536
  nChanged 19
		SP:Iteration 52Q (55065.080000 sec): 3 clusters
  Score: Raw -419033.245467 + Penalty 2764.098402 = -416269.147065
  nChanged 13
		SP:Iteration 53Q (55065.220000 sec): 3 clusters
  Score: Raw -419037.007247 + Penalty 2764.098402 = -416272.908845
  nChanged 10
		SP:Iteration 54Q (55065.400000 sec): 3 clusters
  Score: Raw -419039.729384 + Penalty 2764.098402 = -416275.630982
  nChanged 5
		SP:Iteration 55Q (55065.580000 sec): 3 clusters
  Score: Raw -419040.561567 + Penalty 2764.098402 = -416276.463165
  nChanged 3
		SP:Iteration 56Q (55065.750000 sec): 3 clusters
  Score: Raw -419041.312405 + Penalty 2764.098402 = -416277.214003
  nChanged 3
		SP:Iteration 57Q (55065.920000 sec): 3 clusters
  Score: Raw -419041.799072 + Penalty 2764.098402 = -416277.700670
  nChanged 5
		SP:Iteration 58Q (55066.100000 sec): 3 clusters
  Score: Raw -419042.865152 + Penalty 2764.098402 = -416278.766750
  nChanged 5
		SP:Iteration 59Q (55066.280000 sec): 3 clusters
  Score: Raw -419044.385490 + Penalty 2764.098402 = -416280.287088
  nChanged 8
		SP:Iteration 60F (55066.450000 sec): 3 clusters
  Score: Raw -419046.808993 + Penalty 2764.098402 = -416282.710591
  nChanged 9
		SP:Iteration 61Q (55066.620000 sec): 3 clusters
  Score: Raw -419050.236908 + Penalty 2764.098402 = -416286.138506
  nChanged 12
		SP:Iteration 62Q (55066.800000 sec): 3 clusters
  Score: Raw -419054.147903 + Penalty 2764.098402 = -416290.049501
  nChanged 12
		SP:Iteration 63Q (55066.980000 sec): 3 clusters
  Score: Raw -419057.199323 + Penalty 2764.098402 = -416293.100921
  nChanged 7
		SP:Iteration 64Q (55067.150000 sec): 3 clusters
  Score: Raw -419059.625210 + Penalty 2764.098402 = -416295.526808
  nChanged 8
		SP:Iteration 65Q (55067.330000 sec): 3 clusters
  Score: Raw -419061.795812 + Penalty 2764.098402 = -416297.697409
  nChanged 4
		SP:Iteration 66Q (55067.500000 sec): 3 clusters
  Score: Raw -419062.685370 + Penalty 2764.098402 = -416298.586968
  nChanged 3
		SP:Iteration 67Q (55067.680000 sec): 3 clusters
  Score: Raw -419063.417344 + Penalty 2764.098402 = -416299.318942
  nChanged 4
		SP:Iteration 68Q (55067.850000 sec): 3 clusters
  Score: Raw -419065.364024 + Penalty 2764.098402 = -416301.265622
  nChanged 6
		SP:Iteration 69Q (55068.030000 sec): 3 clusters
  Score: Raw -419066.347696 + Penalty 2764.098402 = -416302.249294
  nChanged 8
		SP:Iteration 70Q (55068.200000 sec): 3 clusters
  Score: Raw -419067.518446 + Penalty 2764.098402 = -416303.420044
  nChanged 9
		SP:Iteration 71Q (55068.380000 sec): 3 clusters
  Score: Raw -419069.884300 + Penalty 2764.098402 = -416305.785897
  nChanged 9
		SP:Iteration 72Q (55068.560000 sec): 3 clusters
  Score: Raw -419072.847648 + Penalty 2764.098402 = -416308.749246
  nChanged 5
		SP:Iteration 73Q (55068.720000 sec): 3 clusters
  Score: Raw -419074.034424 + Penalty 2764.098402 = -416309.936021
  nChanged 3
		SP:Iteration 74Q (55068.900000 sec): 3 clusters
  Score: Raw -419074.301022 + Penalty 2764.098402 = -416310.202620
  nChanged 2
		SP:Iteration 75Q (55069.080000 sec): 3 clusters
  Score: Raw -419074.922081 + Penalty 2764.098402 = -416310.823679
  nChanged 4
		SP:Iteration 76Q (55069.250000 sec): 3 clusters
  Score: Raw -419075.954217 + Penalty 2764.098402 = -416311.855814
  nChanged 5
		SP:Iteration 77Q (55069.420000 sec): 3 clusters
  Score: Raw -419077.693223 + Penalty 2764.098402 = -416313.594821
  nChanged 7
		SP:Iteration 78Q (55069.600000 sec): 3 clusters
  Score: Raw -419079.614108 + Penalty 2764.098402 = -416315.515706
  nChanged 7
		SP:Iteration 79Q (55069.770000 sec): 3 clusters
  Score: Raw -419081.301822 + Penalty 2764.098402 = -416317.203420
  nChanged 6
		SP:Iteration 80F (55069.950000 sec): 3 clusters
  Score: Raw -419082.167563 + Penalty 2764.098402 = -416318.069161
  nChanged 1
		SP:Iteration 81Q (55070.120000 sec): 3 clusters
  Score: Raw -419082.242464 + Penalty 2764.098402 = -416318.144061
  nChanged 0
		SP:Iteration 82F (55070.300000 sec): 3 clusters
  Score: Raw -419082.242464 + Penalty 2764.098402 = -416318.144061
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (14199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55070.470000 sec): 2 clusters
  Score: Raw -1219589.737274 + Penalty 1553.650608 = -1218036.086666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55070.750000 sec): 3 clusters
  Score: Raw -1211245.920352 + Penalty 3107.301216 = -1208138.619136
  nChanged 6260
		SP:Iteration 1F (55071.020000 sec): 3 clusters
  Score: Raw -1215072.295191 + Penalty 3107.301216 = -1211964.993975
  nChanged 1123
		SP:Iteration 2F (55071.300000 sec): 3 clusters
  Score: Raw -1215788.832024 + Penalty 3107.301216 = -1212681.530808
  nChanged 1113
		SP:Iteration 3F (55071.580000 sec): 3 clusters
  Score: Raw -1216552.885850 + Penalty 3107.301216 = -1213445.584634
  nChanged 1057
		SP:Iteration 4F (55071.850000 sec): 3 clusters
  Score: Raw -1217291.807931 + Penalty 3107.301216 = -1214184.506715
  nChanged 892
		SP:Iteration 5F (55072.120000 sec): 3 clusters
  Score: Raw -1217888.611306 + Penalty 3107.301216 = -1214781.310090
  nChanged 735
		SP:Iteration 6F (55072.400000 sec): 3 clusters
  Score: Raw -1218349.676677 + Penalty 3107.301216 = -1215242.375461
  nChanged 588
		SP:Iteration 7Q (55072.680000 sec): 3 clusters
  Score: Raw -1218714.327251 + Penalty 3107.301216 = -1215607.026035
  nChanged 445
		SP:Iteration 8Q (55072.950000 sec): 3 clusters
  Score: Raw -1218991.890442 + Penalty 3107.301216 = -1215884.589226
  nChanged 389
		SP:Iteration 9Q (55073.230000 sec): 3 clusters
  Score: Raw -1219242.299554 + Penalty 3107.301216 = -1216134.998338
  nChanged 306
		SP:Iteration 10Q (55073.520000 sec): 3 clusters
  Score: Raw -1219428.637395 + Penalty 3107.301216 = -1216321.336179
  nChanged 241
		SP:Iteration 11Q (55073.790000 sec): 3 clusters
  Score: Raw -1219593.199192 + Penalty 3107.301216 = -1216485.897976
  nChanged 201
		SP:Iteration 12Q (55073.990000 sec): 3 clusters
  Score: Raw -1219740.869346 + Penalty 3107.301216 = -1216633.568130
  nChanged 174
		SP:Iteration 13Q (55074.270000 sec): 3 clusters
  Score: Raw -1219869.421592 + Penalty 3107.301216 = -1216762.120376
  nChanged 146
		SP:Iteration 14Q (55074.550000 sec): 3 clusters
  Score: Raw -1219980.911883 + Penalty 3107.301216 = -1216873.610667
  nChanged 125
		SP:Iteration 15Q (55074.830000 sec): 3 clusters
  Score: Raw -1220098.248544 + Penalty 3107.301216 = -1216990.947328
  nChanged 121
		SP:Iteration 16Q (55075.110000 sec): 3 clusters
  Score: Raw -1220192.607588 + Penalty 3107.301216 = -1217085.306372
  nChanged 92
		SP:Iteration 17Q (55075.390000 sec): 3 clusters
  Score: Raw -1220252.721585 + Penalty 3107.301216 = -1217145.420368
  nChanged 80
		SP:Iteration 18Q (55075.680000 sec): 3 clusters
  Score: Raw -1220293.294647 + Penalty 3107.301216 = -1217185.993431
  nChanged 59
		SP:Iteration 19Q (55075.960000 sec): 3 clusters
  Score: Raw -1220322.715478 + Penalty 3107.301216 = -1217215.414262
  nChanged 52
		SP:Iteration 20F (55076.290000 sec): 3 clusters
  Score: Raw -1220344.021442 + Penalty 3107.301216 = -1217236.720226
  nChanged 45
		SP:Iteration 21Q (55076.560000 sec): 3 clusters
  Score: Raw -1220363.191822 + Penalty 3107.301216 = -1217255.890606
  nChanged 37
		SP:Iteration 22Q (55076.830000 sec): 3 clusters
  Score: Raw -1220390.007237 + Penalty 3107.301216 = -1217282.706021
  nChanged 42
		SP:Iteration 23Q (55077.110000 sec): 3 clusters
  Score: Raw -1220411.834917 + Penalty 3107.301216 = -1217304.533701
  nChanged 33
		SP:Iteration 24Q (55077.390000 sec): 3 clusters
  Score: Raw -1220426.815699 + Penalty 3107.301216 = -1217319.514482
  nChanged 33
		SP:Iteration 25Q (55077.660000 sec): 3 clusters
  Score: Raw -1220437.631227 + Penalty 3107.301216 = -1217330.330011
  nChanged 19
		SP:Iteration 26Q (55077.940000 sec): 3 clusters
  Score: Raw -1220450.143564 + Penalty 3107.301216 = -1217342.842348
  nChanged 30
		SP:Iteration 27Q (55078.210000 sec): 3 clusters
  Score: Raw -1220466.923716 + Penalty 3107.301216 = -1217359.622500
  nChanged 28
		SP:Iteration 28Q (55078.490000 sec): 3 clusters
  Score: Raw -1220480.670203 + Penalty 3107.301216 = -1217373.368987
  nChanged 32
		SP:Iteration 29Q (55078.770000 sec): 3 clusters
  Score: Raw -1220495.393433 + Penalty 3107.301216 = -1217388.092217
  nChanged 26
		SP:Iteration 30Q (55079.040000 sec): 3 clusters
  Score: Raw -1220502.760226 + Penalty 3107.301216 = -1217395.459010
  nChanged 16
		SP:Iteration 31Q (55079.320000 sec): 3 clusters
  Score: Raw -1220508.026058 + Penalty 3107.301216 = -1217400.724842
  nChanged 17
		SP:Iteration 32Q (55079.600000 sec): 3 clusters
  Score: Raw -1220511.993020 + Penalty 3107.301216 = -1217404.691804
  nChanged 12
		SP:Iteration 33Q (55079.870000 sec): 3 clusters
  Score: Raw -1220514.690382 + Penalty 3107.301216 = -1217407.389166
  nChanged 8
		SP:Iteration 34Q (55080.150000 sec): 3 clusters
  Score: Raw -1220516.935216 + Penalty 3107.301216 = -1217409.634000
  nChanged 11
		SP:Iteration 35Q (55080.430000 sec): 3 clusters
  Score: Raw -1220519.738763 + Penalty 3107.301216 = -1217412.437547
  nChanged 6
		SP:Iteration 36Q (55080.700000 sec): 3 clusters
  Score: Raw -1220521.188605 + Penalty 3107.301216 = -1217413.887389
  nChanged 5
		SP:Iteration 37Q (55080.980000 sec): 3 clusters
  Score: Raw -1220522.275230 + Penalty 3107.301216 = -1217414.974014
  nChanged 5
		SP:Iteration 38Q (55081.260000 sec): 3 clusters
  Score: Raw -1220523.121330 + Penalty 3107.301216 = -1217415.820114
  nChanged 1
		SP:Iteration 39Q (55081.530000 sec): 3 clusters
  Score: Raw -1220523.215437 + Penalty 3107.301216 = -1217415.914221
  nChanged 0
		SP:Iteration 40F (55081.810000 sec): 3 clusters
  Score: Raw -1220523.215437 + Penalty 3107.301216 = -1217415.914221
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (4745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55081.890000 sec): 2 clusters
  Score: Raw -350060.849128 + Penalty 1375.537591 = -348685.311538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55082.070000 sec): 3 clusters
  Score: Raw -347637.569129 + Penalty 2751.075181 = -344886.493948
  nChanged 1906
		SP:Iteration 1F (55082.240000 sec): 3 clusters
  Score: Raw -348946.386652 + Penalty 2751.075181 = -346195.311471
  nChanged 428
		SP:Iteration 2F (55082.420000 sec): 3 clusters
  Score: Raw -349260.203960 + Penalty 2751.075181 = -346509.128779
  nChanged 328
		SP:Iteration 3F (55082.590000 sec): 3 clusters
  Score: Raw -349498.511282 + Penalty 2751.075181 = -346747.436101
  nChanged 264
		SP:Iteration 4F (55082.770000 sec): 3 clusters
  Score: Raw -349675.655667 + Penalty 2751.075181 = -346924.580486
  nChanged 234
		SP:Iteration 5Q (55082.950000 sec): 3 clusters
  Score: Raw -349846.021516 + Penalty 2751.075181 = -347094.946335
  nChanged 199
		SP:Iteration 6Q (55083.120000 sec): 3 clusters
  Score: Raw -349978.492715 + Penalty 2751.075181 = -347227.417534
  nChanged 158
		SP:Iteration 7Q (55083.290000 sec): 3 clusters
  Score: Raw -350078.743654 + Penalty 2751.075181 = -347327.668473
  nChanged 137
		SP:Iteration 8Q (55083.470000 sec): 3 clusters
  Score: Raw -350148.266175 + Penalty 2751.075181 = -347397.190994
  nChanged 113
		SP:Iteration 9Q (55083.650000 sec): 3 clusters
  Score: Raw -350211.922793 + Penalty 2751.075181 = -347460.847612
  nChanged 103
		SP:Iteration 10Q (55083.820000 sec): 3 clusters
  Score: Raw -350265.265936 + Penalty 2751.075181 = -347514.190755
  nChanged 91
		SP:Iteration 11Q (55084.000000 sec): 3 clusters
  Score: Raw -350303.319629 + Penalty 2751.075181 = -347552.244448
  nChanged 69
		SP:Iteration 12Q (55084.170000 sec): 3 clusters
  Score: Raw -350327.032886 + Penalty 2751.075181 = -347575.957705
  nChanged 58
		SP:Iteration 13Q (55084.350000 sec): 3 clusters
  Score: Raw -350348.819430 + Penalty 2751.075181 = -347597.744249
  nChanged 53
		SP:Iteration 14Q (55084.530000 sec): 3 clusters
  Score: Raw -350368.103242 + Penalty 2751.075181 = -347617.028061
  nChanged 43
		SP:Iteration 15Q (55084.700000 sec): 3 clusters
  Score: Raw -350381.938323 + Penalty 2751.075181 = -347630.863142
  nChanged 32
		SP:Iteration 16Q (55084.880000 sec): 3 clusters
  Score: Raw -350395.216517 + Penalty 2751.075181 = -347644.141336
  nChanged 31
		SP:Iteration 17Q (55085.050000 sec): 3 clusters
  Score: Raw -350407.226107 + Penalty 2751.075181 = -347656.150926
  nChanged 36
		SP:Iteration 18Q (55085.270000 sec): 3 clusters
  Score: Raw -350417.749190 + Penalty 2751.075181 = -347666.674009
  nChanged 25
		SP:Iteration 19Q (55085.410000 sec): 3 clusters
  Score: Raw -350425.253784 + Penalty 2751.075181 = -347674.178603
  nChanged 22
		SP:Iteration 20F (55085.640000 sec): 3 clusters
  Score: Raw -350430.773415 + Penalty 2751.075181 = -347679.698234
  nChanged 16
		SP:Iteration 21Q (55085.780000 sec): 3 clusters
  Score: Raw -350434.790299 + Penalty 2751.075181 = -347683.715118
  nChanged 11
		SP:Iteration 22Q (55086.010000 sec): 3 clusters
  Score: Raw -350438.098038 + Penalty 2751.075181 = -347687.022857
  nChanged 16
		SP:Iteration 23Q (55086.200000 sec): 3 clusters
  Score: Raw -350441.596269 + Penalty 2751.075181 = -347690.521088
  nChanged 15
		SP:Iteration 24Q (55086.340000 sec): 3 clusters
  Score: Raw -350445.386371 + Penalty 2751.075181 = -347694.311190
  nChanged 17
		SP:Iteration 25Q (55086.570000 sec): 3 clusters
  Score: Raw -350449.617142 + Penalty 2751.075181 = -347698.541960
  nChanged 18
		SP:Iteration 26Q (55086.720000 sec): 3 clusters
  Score: Raw -350454.443605 + Penalty 2751.075181 = -347703.368423
  nChanged 13
		SP:Iteration 27Q (55086.950000 sec): 3 clusters
  Score: Raw -350458.307852 + Penalty 2751.075181 = -347707.232671
  nChanged 10
		SP:Iteration 28Q (55087.130000 sec): 3 clusters
  Score: Raw -350462.467864 + Penalty 2751.075181 = -347711.392683
  nChanged 14
		SP:Iteration 29Q (55087.280000 sec): 3 clusters
  Score: Raw -350466.760685 + Penalty 2751.075181 = -347715.685504
  nChanged 15
		SP:Iteration 30Q (55087.450000 sec): 3 clusters
  Score: Raw -350471.084601 + Penalty 2751.075181 = -347720.009420
  nChanged 17
		SP:Iteration 31Q (55087.630000 sec): 3 clusters
  Score: Raw -350476.141148 + Penalty 2751.075181 = -347725.065967
  nChanged 21
		SP:Iteration 32Q (55087.800000 sec): 3 clusters
  Score: Raw -350482.836840 + Penalty 2751.075181 = -347731.761659
  nChanged 12
		SP:Iteration 33Q (55087.980000 sec): 3 clusters
  Score: Raw -350486.647565 + Penalty 2751.075181 = -347735.572384
  nChanged 14
		SP:Iteration 34Q (55088.160000 sec): 3 clusters
  Score: Raw -350489.749372 + Penalty 2751.075181 = -347738.674191
  nChanged 15
		SP:Iteration 35Q (55088.330000 sec): 3 clusters
  Score: Raw -350494.078062 + Penalty 2751.075181 = -347743.002881
  nChanged 12
		SP:Iteration 36Q (55088.500000 sec): 3 clusters
  Score: Raw -350498.356024 + Penalty 2751.075181 = -347747.280843
  nChanged 14
		SP:Iteration 37Q (55088.680000 sec): 3 clusters
  Score: Raw -350502.673164 + Penalty 2751.075181 = -347751.597983
  nChanged 15
		SP:Iteration 38Q (55088.860000 sec): 3 clusters
  Score: Raw -350506.911864 + Penalty 2751.075181 = -347755.836683
  nChanged 16
		SP:Iteration 39Q (55089.030000 sec): 3 clusters
  Score: Raw -350511.048963 + Penalty 2751.075181 = -347759.973782
  nChanged 17
		SP:Iteration 40F (55089.210000 sec): 3 clusters
  Score: Raw -350515.642233 + Penalty 2751.075181 = -347764.567052
  nChanged 14
		SP:Iteration 41Q (55089.380000 sec): 3 clusters
  Score: Raw -350519.431080 + Penalty 2751.075181 = -347768.355899
  nChanged 14
		SP:Iteration 42Q (55089.560000 sec): 3 clusters
  Score: Raw -350524.291870 + Penalty 2751.075181 = -347773.216689
  nChanged 9
		SP:Iteration 43Q (55089.730000 sec): 3 clusters
  Score: Raw -350527.322278 + Penalty 2751.075181 = -347776.247097
  nChanged 11
		SP:Iteration 44Q (55089.910000 sec): 3 clusters
  Score: Raw -350530.925602 + Penalty 2751.075181 = -347779.850421
  nChanged 18
		SP:Iteration 45Q (55090.080000 sec): 3 clusters
  Score: Raw -350534.850312 + Penalty 2751.075181 = -347783.775131
  nChanged 13
		SP:Iteration 46Q (55090.260000 sec): 3 clusters
  Score: Raw -350537.571635 + Penalty 2751.075181 = -347786.496454
  nChanged 14
		SP:Iteration 47Q (55090.440000 sec): 3 clusters
  Score: Raw -350541.559979 + Penalty 2751.075181 = -347790.484798
  nChanged 11
		SP:Iteration 48Q (55090.610000 sec): 3 clusters
  Score: Raw -350544.649576 + Penalty 2751.075181 = -347793.574395
  nChanged 9
		SP:Iteration 49Q (55090.780000 sec): 3 clusters
  Score: Raw -350546.482254 + Penalty 2751.075181 = -347795.407073
  nChanged 5
		SP:Iteration 50Q (55090.960000 sec): 3 clusters
  Score: Raw -350547.684380 + Penalty 2751.075181 = -347796.609199
  nChanged 4
		SP:Iteration 51Q (55091.140000 sec): 3 clusters
  Score: Raw -350548.716123 + Penalty 2751.075181 = -347797.640942
  nChanged 7
		SP:Iteration 52Q (55091.310000 sec): 3 clusters
  Score: Raw -350551.028737 + Penalty 2751.075181 = -347799.953556
  nChanged 8
		SP:Iteration 53Q (55091.480000 sec): 3 clusters
  Score: Raw -350554.286996 + Penalty 2751.075181 = -347803.211815
  nChanged 10
		SP:Iteration 54Q (55091.660000 sec): 3 clusters
  Score: Raw -350557.406256 + Penalty 2751.075181 = -347806.331075
  nChanged 12
		SP:Iteration 55Q (55091.840000 sec): 3 clusters
  Score: Raw -350560.009760 + Penalty 2751.075181 = -347808.934579
  nChanged 8
		SP:Iteration 56Q (55092.010000 sec): 3 clusters
  Score: Raw -350562.112816 + Penalty 2751.075181 = -347811.037635
  nChanged 4
		SP:Iteration 57Q (55092.180000 sec): 3 clusters
  Score: Raw -350562.983260 + Penalty 2751.075181 = -347811.908079
  nChanged 4
		SP:Iteration 58Q (55092.360000 sec): 3 clusters
  Score: Raw -350563.933461 + Penalty 2751.075181 = -347812.858280
  nChanged 6
		SP:Iteration 59Q (55092.530000 sec): 3 clusters
  Score: Raw -350565.285268 + Penalty 2751.075181 = -347814.210087
  nChanged 5
		SP:Iteration 60F (55092.710000 sec): 3 clusters
  Score: Raw -350566.815440 + Penalty 2751.075181 = -347815.740259
  nChanged 9
		SP:Iteration 61Q (55092.880000 sec): 3 clusters
  Score: Raw -350569.029851 + Penalty 2751.075181 = -347817.954669
  nChanged 9
		SP:Iteration 62Q (55093.060000 sec): 3 clusters
  Score: Raw -350571.231071 + Penalty 2751.075181 = -347820.155890
  nChanged 15
		SP:Iteration 63Q (55093.240000 sec): 3 clusters
  Score: Raw -350574.885998 + Penalty 2751.075181 = -347823.810817
  nChanged 13
		SP:Iteration 64Q (55093.410000 sec): 3 clusters
  Score: Raw -350578.188757 + Penalty 2751.075181 = -347827.113576
  nChanged 8
		SP:Iteration 65Q (55093.580000 sec): 3 clusters
  Score: Raw -350580.359897 + Penalty 2751.075181 = -347829.284716
  nChanged 7
		SP:Iteration 66Q (55093.760000 sec): 3 clusters
  Score: Raw -350581.876298 + Penalty 2751.075181 = -347830.801117
  nChanged 7
		SP:Iteration 67Q (55093.940000 sec): 3 clusters
  Score: Raw -350583.143217 + Penalty 2751.075181 = -347832.068036
  nChanged 3
		SP:Iteration 68Q (55094.110000 sec): 3 clusters
  Score: Raw -350583.828526 + Penalty 2751.075181 = -347832.753345
  nChanged 8
		SP:Iteration 69Q (55094.340000 sec): 3 clusters
  Score: Raw -350585.353239 + Penalty 2751.075181 = -347834.278058
  nChanged 3
		SP:Iteration 70Q (55094.520000 sec): 3 clusters
  Score: Raw -350585.747550 + Penalty 2751.075181 = -347834.672369
  nChanged 2
		SP:Iteration 71Q (55094.700000 sec): 3 clusters
  Score: Raw -350586.107212 + Penalty 2751.075181 = -347835.032031
  nChanged 3
		SP:Iteration 72Q (55094.850000 sec): 3 clusters
  Score: Raw -350586.897809 + Penalty 2751.075181 = -347835.822628
  nChanged 3
		SP:Iteration 73Q (55095.080000 sec): 3 clusters
  Score: Raw -350587.260778 + Penalty 2751.075181 = -347836.185596
  nChanged 1
		SP:Iteration 74Q (55095.260000 sec): 3 clusters
  Score: Raw -350587.448558 + Penalty 2751.075181 = -347836.373377
  nChanged 0
		SP:Iteration 75F (55095.400000 sec): 3 clusters
  Score: Raw -350587.448558 + Penalty 2751.075181 = -347836.373377
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (5385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55095.520000 sec): 2 clusters
  Score: Raw -387925.168267 + Penalty 1396.098046 = -386529.070221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55095.700000 sec): 3 clusters
  Score: Raw -385168.780128 + Penalty 2792.196092 = -382376.584036
  nChanged 2167
		SP:Iteration 1F (55095.870000 sec): 3 clusters
  Score: Raw -386556.711431 + Penalty 2792.196092 = -383764.515339
  nChanged 471
		SP:Iteration 2F (55096.040000 sec): 3 clusters
  Score: Raw -386902.104592 + Penalty 2792.196092 = -384109.908500
  nChanged 344
		SP:Iteration 3F (55096.210000 sec): 3 clusters
  Score: Raw -387131.787930 + Penalty 2792.196092 = -384339.591839
  nChanged 306
		SP:Iteration 4F (55096.390000 sec): 3 clusters
  Score: Raw -387345.867893 + Penalty 2792.196092 = -384553.671801
  nChanged 263
		SP:Iteration 5Q (55096.560000 sec): 3 clusters
  Score: Raw -387538.858799 + Penalty 2792.196092 = -384746.662707
  nChanged 241
		SP:Iteration 6Q (55096.730000 sec): 3 clusters
  Score: Raw -387684.531038 + Penalty 2792.196092 = -384892.334946
  nChanged 169
		SP:Iteration 7Q (55096.900000 sec): 3 clusters
  Score: Raw -387777.739037 + Penalty 2792.196092 = -384985.542945
  nChanged 155
		SP:Iteration 8Q (55097.080000 sec): 3 clusters
  Score: Raw -387863.573373 + Penalty 2792.196092 = -385071.377281
  nChanged 144
		SP:Iteration 9Q (55097.250000 sec): 3 clusters
  Score: Raw -387941.189763 + Penalty 2792.196092 = -385148.993671
  nChanged 127
		SP:Iteration 10Q (55097.420000 sec): 3 clusters
  Score: Raw -388005.478596 + Penalty 2792.196092 = -385213.282505
  nChanged 114
		SP:Iteration 11Q (55097.590000 sec): 3 clusters
  Score: Raw -388061.570564 + Penalty 2792.196092 = -385269.374472
  nChanged 97
		SP:Iteration 12Q (55097.770000 sec): 3 clusters
  Score: Raw -388108.097732 + Penalty 2792.196092 = -385315.901640
  nChanged 92
		SP:Iteration 13Q (55097.940000 sec): 3 clusters
  Score: Raw -388147.052434 + Penalty 2792.196092 = -385354.856343
  nChanged 87
		SP:Iteration 14Q (55098.110000 sec): 3 clusters
  Score: Raw -388186.677080 + Penalty 2792.196092 = -385394.480989
  nChanged 86
		SP:Iteration 15Q (55098.330000 sec): 3 clusters
  Score: Raw -388229.337916 + Penalty 2792.196092 = -385437.141825
  nChanged 93
		SP:Iteration 16Q (55098.500000 sec): 3 clusters
  Score: Raw -388273.697243 + Penalty 2792.196092 = -385481.501152
  nChanged 84
		SP:Iteration 17Q (55098.670000 sec): 3 clusters
  Score: Raw -388310.007087 + Penalty 2792.196092 = -385517.810995
  nChanged 68
		SP:Iteration 18Q (55098.840000 sec): 3 clusters
  Score: Raw -388334.544216 + Penalty 2792.196092 = -385542.348125
  nChanged 52
		SP:Iteration 19Q (55099.010000 sec): 3 clusters
  Score: Raw -388352.248910 + Penalty 2792.196092 = -385560.052818
  nChanged 43
		SP:Iteration 20F (55099.190000 sec): 3 clusters
  Score: Raw -388368.188166 + Penalty 2792.196092 = -385575.992074
  nChanged 47
		SP:Iteration 21Q (55099.360000 sec): 3 clusters
  Score: Raw -388383.418331 + Penalty 2792.196092 = -385591.222240
  nChanged 36
		SP:Iteration 22Q (55099.530000 sec): 3 clusters
  Score: Raw -388396.464351 + Penalty 2792.196092 = -385604.268259
  nChanged 36
		SP:Iteration 23Q (55099.700000 sec): 3 clusters
  Score: Raw -388410.420552 + Penalty 2792.196092 = -385618.224460
  nChanged 31
		SP:Iteration 24Q (55099.870000 sec): 3 clusters
  Score: Raw -388418.972603 + Penalty 2792.196092 = -385626.776511
  nChanged 23
		SP:Iteration 25Q (55100.050000 sec): 3 clusters
  Score: Raw -388424.600233 + Penalty 2792.196092 = -385632.404141
  nChanged 22
		SP:Iteration 26Q (55100.220000 sec): 3 clusters
  Score: Raw -388430.846329 + Penalty 2792.196092 = -385638.650237
  nChanged 27
		SP:Iteration 27Q (55100.390000 sec): 3 clusters
  Score: Raw -388439.607017 + Penalty 2792.196092 = -385647.410926
  nChanged 24
		SP:Iteration 28Q (55100.560000 sec): 3 clusters
  Score: Raw -388444.625485 + Penalty 2792.196092 = -385652.429394
  nChanged 9
		SP:Iteration 29Q (55100.730000 sec): 3 clusters
  Score: Raw -388447.068110 + Penalty 2792.196092 = -385654.872019
  nChanged 13
		SP:Iteration 30Q (55100.910000 sec): 3 clusters
  Score: Raw -388450.924923 + Penalty 2792.196092 = -385658.728832
  nChanged 11
		SP:Iteration 31Q (55101.080000 sec): 3 clusters
  Score: Raw -388453.155879 + Penalty 2792.196092 = -385660.959787
  nChanged 18
		SP:Iteration 32Q (55101.250000 sec): 3 clusters
  Score: Raw -388457.214436 + Penalty 2792.196092 = -385665.018344
  nChanged 14
		SP:Iteration 33Q (55101.420000 sec): 3 clusters
  Score: Raw -388460.119851 + Penalty 2792.196092 = -385667.923759
  nChanged 11
		SP:Iteration 34Q (55101.590000 sec): 3 clusters
  Score: Raw -388462.663392 + Penalty 2792.196092 = -385670.467300
  nChanged 11
		SP:Iteration 35Q (55101.770000 sec): 3 clusters
  Score: Raw -388464.953175 + Penalty 2792.196092 = -385672.757083
  nChanged 12
		SP:Iteration 36Q (55101.940000 sec): 3 clusters
  Score: Raw -388468.488399 + Penalty 2792.196092 = -385676.292307
  nChanged 10
		SP:Iteration 37Q (55102.110000 sec): 3 clusters
  Score: Raw -388470.038259 + Penalty 2792.196092 = -385677.842167
  nChanged 7
		SP:Iteration 38Q (55102.290000 sec): 3 clusters
  Score: Raw -388471.529711 + Penalty 2792.196092 = -385679.333620
  nChanged 3
		SP:Iteration 39Q (55102.460000 sec): 3 clusters
  Score: Raw -388472.090057 + Penalty 2792.196092 = -385679.893965
  nChanged 1
		SP:Iteration 40F (55102.630000 sec): 3 clusters
  Score: Raw -388472.181796 + Penalty 2792.196092 = -385679.985704
  nChanged 1
		SP:Iteration 41Q (55102.800000 sec): 3 clusters
  Score: Raw -388472.290416 + Penalty 2792.196092 = -385680.094324
  nChanged 1
		SP:Iteration 42Q (55102.970000 sec): 3 clusters
  Score: Raw -388472.359849 + Penalty 2792.196092 = -385680.163757
  nChanged 2
		SP:Iteration 43Q (55103.150000 sec): 3 clusters
  Score: Raw -388472.471349 + Penalty 2792.196092 = -385680.275258
  nChanged 0
		SP:Iteration 44F (55103.320000 sec): 3 clusters
  Score: Raw -388472.471349 + Penalty 2792.196092 = -385680.275258
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (4937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55103.440000 sec): 2 clusters
  Score: Raw -373727.489583 + Penalty 1381.983385 = -372345.506198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55103.530000 sec): 3 clusters
  Score: Raw -371191.703462 + Penalty 2763.966770 = -368427.736692
  nChanged 2074
		SP:Iteration 1F (55103.630000 sec): 3 clusters
  Score: Raw -372682.221290 + Penalty 2763.966770 = -369918.254520
  nChanged 484
		SP:Iteration 2F (55103.730000 sec): 3 clusters
  Score: Raw -373165.551967 + Penalty 2763.966770 = -370401.585197
  nChanged 407
		SP:Iteration 3F (55103.820000 sec): 3 clusters
  Score: Raw -373517.985331 + Penalty 2763.966770 = -370754.018562
  nChanged 294
		SP:Iteration 4F (55103.920000 sec): 3 clusters
  Score: Raw -373735.034871 + Penalty 2763.966770 = -370971.068101
  nChanged 235
		SP:Iteration 5Q (55104.010000 sec): 3 clusters
  Score: Raw -373916.838149 + Penalty 2763.966770 = -371152.871379
  nChanged 181
		SP:Iteration 6Q (55104.110000 sec): 3 clusters
  Score: Raw -374052.252309 + Penalty 2763.966770 = -371288.285539
  nChanged 151
		SP:Iteration 7Q (55104.200000 sec): 3 clusters
  Score: Raw -374138.843789 + Penalty 2763.966770 = -371374.877019
  nChanged 107
		SP:Iteration 8Q (55104.290000 sec): 3 clusters
  Score: Raw -374189.189355 + Penalty 2763.966770 = -371425.222585
  nChanged 69
		SP:Iteration 9Q (55104.390000 sec): 3 clusters
  Score: Raw -374220.131141 + Penalty 2763.966770 = -371456.164371
  nChanged 58
		SP:Iteration 10Q (55104.490000 sec): 3 clusters
  Score: Raw -374249.130521 + Penalty 2763.966770 = -371485.163752
  nChanged 71
		SP:Iteration 11Q (55104.580000 sec): 3 clusters
  Score: Raw -374284.286063 + Penalty 2763.966770 = -371520.319293
  nChanged 69
		SP:Iteration 12Q (55104.670000 sec): 3 clusters
  Score: Raw -374314.045463 + Penalty 2763.966770 = -371550.078694
  nChanged 46
		SP:Iteration 13Q (55104.770000 sec): 3 clusters
  Score: Raw -374331.332455 + Penalty 2763.966770 = -371567.365685
  nChanged 44
		SP:Iteration 14Q (55104.870000 sec): 3 clusters
  Score: Raw -374347.214659 + Penalty 2763.966770 = -371583.247889
  nChanged 33
		SP:Iteration 15Q (55104.960000 sec): 3 clusters
  Score: Raw -374356.982849 + Penalty 2763.966770 = -371593.016079
  nChanged 18
		SP:Iteration 16Q (55105.050000 sec): 3 clusters
  Score: Raw -374362.553884 + Penalty 2763.966770 = -371598.587114
  nChanged 18
		SP:Iteration 17Q (55105.150000 sec): 3 clusters
  Score: Raw -374367.757804 + Penalty 2763.966770 = -371603.791034
  nChanged 14
		SP:Iteration 18Q (55105.250000 sec): 3 clusters
  Score: Raw -374371.006654 + Penalty 2763.966770 = -371607.039884
  nChanged 14
		SP:Iteration 19Q (55105.340000 sec): 3 clusters
  Score: Raw -374377.181966 + Penalty 2763.966770 = -371613.215196
  nChanged 21
		SP:Iteration 20F (55105.430000 sec): 3 clusters
  Score: Raw -374384.260404 + Penalty 2763.966770 = -371620.293634
  nChanged 17
		SP:Iteration 21Q (55105.530000 sec): 3 clusters
  Score: Raw -374387.927862 + Penalty 2763.966770 = -371623.961092
  nChanged 14
		SP:Iteration 22Q (55105.630000 sec): 3 clusters
  Score: Raw -374392.103299 + Penalty 2763.966770 = -371628.136529
  nChanged 18
		SP:Iteration 23Q (55105.720000 sec): 3 clusters
  Score: Raw -374396.800211 + Penalty 2763.966770 = -371632.833441
  nChanged 14
		SP:Iteration 24Q (55105.840000 sec): 3 clusters
  Score: Raw -374399.797879 + Penalty 2763.966770 = -371635.831109
  nChanged 5
		SP:Iteration 25Q (55106.020000 sec): 3 clusters
  Score: Raw -374400.316886 + Penalty 2763.966770 = -371636.350116
  nChanged 2
		SP:Iteration 26Q (55106.190000 sec): 3 clusters
  Score: Raw -374401.039173 + Penalty 2763.966770 = -371637.072403
  nChanged 6
		SP:Iteration 27Q (55106.370000 sec): 3 clusters
  Score: Raw -374402.818436 + Penalty 2763.966770 = -371638.851666
  nChanged 8
		SP:Iteration 28Q (55106.550000 sec): 3 clusters
  Score: Raw -374404.194535 + Penalty 2763.966770 = -371640.227765
  nChanged 7
		SP:Iteration 29Q (55106.720000 sec): 3 clusters
  Score: Raw -374406.412439 + Penalty 2763.966770 = -371642.445669
  nChanged 10
		SP:Iteration 30Q (55106.900000 sec): 3 clusters
  Score: Raw -374408.362978 + Penalty 2763.966770 = -371644.396208
  nChanged 10
		SP:Iteration 31Q (55107.070000 sec): 3 clusters
  Score: Raw -374409.973557 + Penalty 2763.966770 = -371646.006787
  nChanged 4
		SP:Iteration 32Q (55107.250000 sec): 3 clusters
  Score: Raw -374410.991006 + Penalty 2763.966770 = -371647.024236
  nChanged 4
		SP:Iteration 33Q (55107.420000 sec): 3 clusters
  Score: Raw -374412.136620 + Penalty 2763.966770 = -371648.169850
  nChanged 4
		SP:Iteration 34Q (55107.600000 sec): 3 clusters
  Score: Raw -374413.086832 + Penalty 2763.966770 = -371649.120062
  nChanged 10
		SP:Iteration 35Q (55107.770000 sec): 3 clusters
  Score: Raw -374415.179339 + Penalty 2763.966770 = -371651.212569
  nChanged 10
		SP:Iteration 36Q (55107.950000 sec): 3 clusters
  Score: Raw -374416.894649 + Penalty 2763.966770 = -371652.927879
  nChanged 4
		SP:Iteration 37Q (55108.130000 sec): 3 clusters
  Score: Raw -374417.686447 + Penalty 2763.966770 = -371653.719677
  nChanged 4
		SP:Iteration 38Q (55108.300000 sec): 3 clusters
  Score: Raw -374418.489352 + Penalty 2763.966770 = -371654.522582
  nChanged 5
		SP:Iteration 39Q (55108.480000 sec): 3 clusters
  Score: Raw -374419.174500 + Penalty 2763.966770 = -371655.207730
  nChanged 3
		SP:Iteration 40F (55108.650000 sec): 3 clusters
  Score: Raw -374419.548641 + Penalty 2763.966770 = -371655.581871
  nChanged 3
		SP:Iteration 41Q (55108.830000 sec): 3 clusters
  Score: Raw -374420.353444 + Penalty 2763.966770 = -371656.386674
  nChanged 3
		SP:Iteration 42Q (55109.050000 sec): 3 clusters
  Score: Raw -374420.991948 + Penalty 2763.966770 = -371657.025178
  nChanged 2
		SP:Iteration 43Q (55109.230000 sec): 3 clusters
  Score: Raw -374421.331816 + Penalty 2763.966770 = -371657.365046
  nChanged 0
		SP:Iteration 44F (55109.370000 sec): 3 clusters
  Score: Raw -374421.331816 + Penalty 2763.966770 = -371657.365046
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (3200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55109.480000 sec): 2 clusters
  Score: Raw -269379.507662 + Penalty 1311.522239 = -268067.985422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55109.650000 sec): 3 clusters
  Score: Raw -267897.112816 + Penalty 2623.044479 = -265274.068337
  nChanged 1244
		SP:Iteration 1F (55109.830000 sec): 3 clusters
  Score: Raw -268943.380853 + Penalty 2623.044479 = -266320.336374
  nChanged 332
		SP:Iteration 2F (55110.010000 sec): 3 clusters
  Score: Raw -269335.851541 + Penalty 2623.044479 = -266712.807063
  nChanged 277
		SP:Iteration 3F (55110.180000 sec): 3 clusters
  Score: Raw -269652.496093 + Penalty 2623.044479 = -267029.451614
  nChanged 224
		SP:Iteration 4F (55110.360000 sec): 3 clusters
  Score: Raw -269937.000271 + Penalty 2623.044479 = -267313.955792
  nChanged 182
		SP:Iteration 5F (55110.530000 sec): 3 clusters
  Score: Raw -270141.400219 + Penalty 2623.044479 = -267518.355740
  nChanged 126
		SP:Iteration 6Q (55110.710000 sec): 3 clusters
  Score: Raw -270253.904395 + Penalty 2623.044479 = -267630.859917
  nChanged 87
		SP:Iteration 7Q (55110.890000 sec): 3 clusters
  Score: Raw -270335.220391 + Penalty 2623.044479 = -267712.175912
  nChanged 64
		SP:Iteration 8Q (55111.060000 sec): 3 clusters
  Score: Raw -270381.964003 + Penalty 2623.044479 = -267758.919525
  nChanged 38
		SP:Iteration 9Q (55111.240000 sec): 3 clusters
  Score: Raw -270406.001733 + Penalty 2623.044479 = -267782.957254
  nChanged 22
		SP:Iteration 10Q (55111.410000 sec): 3 clusters
  Score: Raw -270422.076622 + Penalty 2623.044479 = -267799.032143
  nChanged 19
		SP:Iteration 11Q (55111.530000 sec): 3 clusters
  Score: Raw -270434.786784 + Penalty 2623.044479 = -267811.742305
  nChanged 10
		SP:Iteration 12Q (55111.590000 sec): 3 clusters
  Score: Raw -270439.495408 + Penalty 2623.044479 = -267816.450929
  nChanged 11
		SP:Iteration 13Q (55111.650000 sec): 3 clusters
  Score: Raw -270445.164308 + Penalty 2623.044479 = -267822.119829
  nChanged 4
		SP:Iteration 14Q (55111.710000 sec): 3 clusters
  Score: Raw -270447.066459 + Penalty 2623.044479 = -267824.021981
  nChanged 4
		SP:Iteration 15Q (55111.770000 sec): 3 clusters
  Score: Raw -270448.083709 + Penalty 2623.044479 = -267825.039230
  nChanged 4
		SP:Iteration 16Q (55111.830000 sec): 3 clusters
  Score: Raw -270449.871047 + Penalty 2623.044479 = -267826.826568
  nChanged 2
		SP:Iteration 17Q (55111.900000 sec): 3 clusters
  Score: Raw -270451.271570 + Penalty 2623.044479 = -267828.227092
  nChanged 1
		SP:Iteration 18Q (55111.960000 sec): 3 clusters
  Score: Raw -270451.791766 + Penalty 2623.044479 = -267828.747287
  nChanged 0
		SP:Iteration 19F (55112.020000 sec): 3 clusters
  Score: Raw -270451.791766 + Penalty 2623.044479 = -267828.747287
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55112.120000 sec): 2 clusters
  Score: Raw -135932.012977 + Penalty 1180.518654 = -134751.494323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55112.290000 sec): 3 clusters
  Score: Raw -135376.345433 + Penalty 2361.037308 = -133015.308125
  nChanged 462
		SP:Iteration 1F (55112.460000 sec): 3 clusters
  Score: Raw -135800.296784 + Penalty 2361.037308 = -133439.259476
  nChanged 144
		SP:Iteration 2F (55112.630000 sec): 3 clusters
  Score: Raw -135971.699179 + Penalty 2361.037308 = -133610.661871
  nChanged 119
		SP:Iteration 3F (55112.790000 sec): 3 clusters
  Score: Raw -136121.736821 + Penalty 2361.037308 = -133760.699513
  nChanged 83
		SP:Iteration 4F (55112.960000 sec): 3 clusters
  Score: Raw -136225.574571 + Penalty 2361.037308 = -133864.537263
  nChanged 48
		SP:Iteration 5Q (55113.130000 sec): 3 clusters
  Score: Raw -136280.369342 + Penalty 2361.037308 = -133919.332034
  nChanged 39
		SP:Iteration 6Q (55113.300000 sec): 3 clusters
  Score: Raw -136314.892480 + Penalty 2361.037308 = -133953.855172
  nChanged 21
		SP:Iteration 7Q (55113.420000 sec): 3 clusters
  Score: Raw -136338.053520 + Penalty 2361.037308 = -133977.016212
  nChanged 15
		SP:Iteration 8Q (55113.600000 sec): 3 clusters
  Score: Raw -136358.340725 + Penalty 2361.037308 = -133997.303417
  nChanged 12
		SP:Iteration 9Q (55113.770000 sec): 3 clusters
  Score: Raw -136372.126614 + Penalty 2361.037308 = -134011.089306
  nChanged 9
		SP:Iteration 10Q (55113.950000 sec): 3 clusters
  Score: Raw -136384.028465 + Penalty 2361.037308 = -134022.991157
  nChanged 10
		SP:Iteration 11Q (55114.010000 sec): 3 clusters
  Score: Raw -136392.107079 + Penalty 2361.037308 = -134031.069771
  nChanged 6
		SP:Iteration 12Q (55114.030000 sec): 3 clusters
  Score: Raw -136395.361015 + Penalty 2361.037308 = -134034.323707
  nChanged 1
		SP:Iteration 13Q (55114.070000 sec): 3 clusters
  Score: Raw -136395.616463 + Penalty 2361.037308 = -134034.579155
  nChanged 0
		SP:Iteration 14F (55114.100000 sec): 3 clusters
  Score: Raw -136395.616463 + Penalty 2361.037308 = -134034.579155
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (4319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55114.220000 sec): 2 clusters
  Score: Raw -339644.738899 + Penalty 1360.251616 = -338284.487284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55114.390000 sec): 3 clusters
  Score: Raw -337518.075701 + Penalty 2720.503231 = -334797.572470
  nChanged 1691
		SP:Iteration 1F (55114.570000 sec): 3 clusters
  Score: Raw -338607.830826 + Penalty 2720.503231 = -335887.327595
  nChanged 344
		SP:Iteration 2F (55114.750000 sec): 3 clusters
  Score: Raw -338827.892367 + Penalty 2720.503231 = -336107.389136
  nChanged 219
		SP:Iteration 3F (55114.920000 sec): 3 clusters
  Score: Raw -338977.154070 + Penalty 2720.503231 = -336256.650839
  nChanged 192
		SP:Iteration 4Q (55115.100000 sec): 3 clusters
  Score: Raw -339102.785445 + Penalty 2720.503231 = -336382.282214
  nChanged 170
		SP:Iteration 5Q (55115.270000 sec): 3 clusters
  Score: Raw -339235.812143 + Penalty 2720.503231 = -336515.308911
  nChanged 168
		SP:Iteration 6Q (55115.450000 sec): 3 clusters
  Score: Raw -339349.179418 + Penalty 2720.503231 = -336628.676187
  nChanged 159
		SP:Iteration 7Q (55115.630000 sec): 3 clusters
  Score: Raw -339473.971101 + Penalty 2720.503231 = -336753.467870
  nChanged 147
		SP:Iteration 8Q (55115.800000 sec): 3 clusters
  Score: Raw -339596.348391 + Penalty 2720.503231 = -336875.845160
  nChanged 149
		SP:Iteration 9Q (55115.980000 sec): 3 clusters
  Score: Raw -339702.829425 + Penalty 2720.503231 = -336982.326194
  nChanged 113
		SP:Iteration 10Q (55116.150000 sec): 3 clusters
  Score: Raw -339775.778102 + Penalty 2720.503231 = -337055.274871
  nChanged 112
		SP:Iteration 11Q (55116.330000 sec): 3 clusters
  Score: Raw -339852.249668 + Penalty 2720.503231 = -337131.746436
  nChanged 101
		SP:Iteration 12Q (55116.510000 sec): 3 clusters
  Score: Raw -339920.424323 + Penalty 2720.503231 = -337199.921092
  nChanged 114
		SP:Iteration 13Q (55116.680000 sec): 3 clusters
  Score: Raw -339998.469680 + Penalty 2720.503231 = -337277.966449
  nChanged 94
		SP:Iteration 14Q (55116.860000 sec): 3 clusters
  Score: Raw -340052.405644 + Penalty 2720.503231 = -337331.902412
  nChanged 63
		SP:Iteration 15Q (55117.030000 sec): 3 clusters
  Score: Raw -340084.352369 + Penalty 2720.503231 = -337363.849138
  nChanged 44
		SP:Iteration 16Q (55117.210000 sec): 3 clusters
  Score: Raw -340104.633990 + Penalty 2720.503231 = -337384.130759
  nChanged 39
		SP:Iteration 17Q (55117.390000 sec): 3 clusters
  Score: Raw -340120.690211 + Penalty 2720.503231 = -337400.186980
  nChanged 33
		SP:Iteration 18Q (55117.560000 sec): 3 clusters
  Score: Raw -340134.410794 + Penalty 2720.503231 = -337413.907562
  nChanged 29
		SP:Iteration 19Q (55117.740000 sec): 3 clusters
  Score: Raw -340143.085387 + Penalty 2720.503231 = -337422.582156
  nChanged 19
		SP:Iteration 20F (55117.910000 sec): 3 clusters
  Score: Raw -340148.076744 + Penalty 2720.503231 = -337427.573513
  nChanged 21
		SP:Iteration 21Q (55118.090000 sec): 3 clusters
  Score: Raw -340152.782112 + Penalty 2720.503231 = -337432.278881
  nChanged 17
		SP:Iteration 22Q (55118.270000 sec): 3 clusters
  Score: Raw -340157.728122 + Penalty 2720.503231 = -337437.224891
  nChanged 18
		SP:Iteration 23Q (55118.440000 sec): 3 clusters
  Score: Raw -340164.199372 + Penalty 2720.503231 = -337443.696140
  nChanged 15
		SP:Iteration 24Q (55118.610000 sec): 3 clusters
  Score: Raw -340168.827672 + Penalty 2720.503231 = -337448.324440
  nChanged 10
		SP:Iteration 25Q (55118.790000 sec): 3 clusters
  Score: Raw -340171.479523 + Penalty 2720.503231 = -337450.976291
  nChanged 9
		SP:Iteration 26Q (55118.970000 sec): 3 clusters
  Score: Raw -340173.925240 + Penalty 2720.503231 = -337453.422008
  nChanged 6
		SP:Iteration 27Q (55119.140000 sec): 3 clusters
  Score: Raw -340175.800225 + Penalty 2720.503231 = -337455.296994
  nChanged 7
		SP:Iteration 28Q (55119.320000 sec): 3 clusters
  Score: Raw -340177.846079 + Penalty 2720.503231 = -337457.342847
  nChanged 7
		SP:Iteration 29Q (55119.490000 sec): 3 clusters
  Score: Raw -340178.795487 + Penalty 2720.503231 = -337458.292255
  nChanged 7
		SP:Iteration 30Q (55119.670000 sec): 3 clusters
  Score: Raw -340180.563587 + Penalty 2720.503231 = -337460.060356
  nChanged 4
		SP:Iteration 31Q (55119.850000 sec): 3 clusters
  Score: Raw -340181.219513 + Penalty 2720.503231 = -337460.716282
  nChanged 3
		SP:Iteration 32Q (55120.020000 sec): 3 clusters
  Score: Raw -340181.998538 + Penalty 2720.503231 = -337461.495306
  nChanged 2
		SP:Iteration 33Q (55120.220000 sec): 3 clusters
  Score: Raw -340182.484690 + Penalty 2720.503231 = -337461.981459
  nChanged 2
		SP:Iteration 34Q (55120.310000 sec): 3 clusters
  Score: Raw -340182.633243 + Penalty 2720.503231 = -337462.130012
  nChanged 1
		SP:Iteration 35Q (55120.390000 sec): 3 clusters
  Score: Raw -340182.898246 + Penalty 2720.503231 = -337462.395015
  nChanged 4
		SP:Iteration 36Q (55120.480000 sec): 3 clusters
  Score: Raw -340183.712767 + Penalty 2720.503231 = -337463.209535
  nChanged 4
		SP:Iteration 37Q (55120.570000 sec): 3 clusters
  Score: Raw -340184.531631 + Penalty 2720.503231 = -337464.028400
  nChanged 0
		SP:Iteration 38F (55120.650000 sec): 3 clusters
  Score: Raw -340184.531631 + Penalty 2720.503231 = -337464.028400
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (7647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55120.760000 sec): 2 clusters
  Score: Raw -617979.970131 + Penalty 1453.086163 = -616526.883969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55120.910000 sec): 3 clusters
  Score: Raw -613763.845692 + Penalty 2906.172325 = -610857.673367
  nChanged 3240
		SP:Iteration 1F (55121.030000 sec): 3 clusters
  Score: Raw -615689.858593 + Penalty 2906.172325 = -612783.686268
  nChanged 612
		SP:Iteration 2F (55121.220000 sec): 3 clusters
  Score: Raw -616083.416670 + Penalty 2906.172325 = -613177.244345
  nChanged 515
		SP:Iteration 3F (55121.420000 sec): 3 clusters
  Score: Raw -616409.261345 + Penalty 2906.172325 = -613503.089020
  nChanged 449
		SP:Iteration 4F (55121.610000 sec): 3 clusters
  Score: Raw -616668.217235 + Penalty 2906.172325 = -613762.044910
  nChanged 348
		SP:Iteration 5Q (55121.730000 sec): 3 clusters
  Score: Raw -616871.319269 + Penalty 2906.172325 = -613965.146943
  nChanged 328
		SP:Iteration 6Q (55121.850000 sec): 3 clusters
  Score: Raw -617048.519736 + Penalty 2906.172325 = -614142.347411
  nChanged 276
		SP:Iteration 7Q (55121.970000 sec): 3 clusters
  Score: Raw -617176.131850 + Penalty 2906.172325 = -614269.959525
  nChanged 227
		SP:Iteration 8Q (55122.090000 sec): 3 clusters
  Score: Raw -617276.609867 + Penalty 2906.172325 = -614370.437542
  nChanged 202
		SP:Iteration 9Q (55122.210000 sec): 3 clusters
  Score: Raw -617383.453040 + Penalty 2906.172325 = -614477.280715
  nChanged 234
		SP:Iteration 10Q (55122.330000 sec): 3 clusters
  Score: Raw -617498.561465 + Penalty 2906.172325 = -614592.389140
  nChanged 209
		SP:Iteration 11Q (55122.450000 sec): 3 clusters
  Score: Raw -617613.825360 + Penalty 2906.172325 = -614707.653034
  nChanged 218
		SP:Iteration 12Q (55122.620000 sec): 3 clusters
  Score: Raw -617730.040881 + Penalty 2906.172325 = -614823.868556
  nChanged 214
		SP:Iteration 13Q (55122.820000 sec): 3 clusters
  Score: Raw -617836.431681 + Penalty 2906.172325 = -614930.259356
  nChanged 195
		SP:Iteration 14Q (55123.020000 sec): 3 clusters
  Score: Raw -617928.704630 + Penalty 2906.172325 = -615022.532305
  nChanged 172
		SP:Iteration 15Q (55123.220000 sec): 3 clusters
  Score: Raw -618002.636351 + Penalty 2906.172325 = -615096.464026
  nChanged 147
		SP:Iteration 16Q (55123.410000 sec): 3 clusters
  Score: Raw -618055.876705 + Penalty 2906.172325 = -615149.704380
  nChanged 110
		SP:Iteration 17Q (55123.610000 sec): 3 clusters
  Score: Raw -618093.619677 + Penalty 2906.172325 = -615187.447351
  nChanged 116
		SP:Iteration 18Q (55123.810000 sec): 3 clusters
  Score: Raw -618138.396591 + Penalty 2906.172325 = -615232.224266
  nChanged 101
		SP:Iteration 19Q (55124.010000 sec): 3 clusters
  Score: Raw -618172.151353 + Penalty 2906.172325 = -615265.979028
  nChanged 84
		SP:Iteration 20F (55124.210000 sec): 3 clusters
  Score: Raw -618196.069030 + Penalty 2906.172325 = -615289.896705
  nChanged 70
		SP:Iteration 21Q (55124.330000 sec): 3 clusters
  Score: Raw -618217.172220 + Penalty 2906.172325 = -615310.999895
  nChanged 79
		SP:Iteration 22Q (55124.450000 sec): 3 clusters
  Score: Raw -618241.648071 + Penalty 2906.172325 = -615335.475746
  nChanged 75
		SP:Iteration 23Q (55124.570000 sec): 3 clusters
  Score: Raw -618265.774171 + Penalty 2906.172325 = -615359.601845
  nChanged 69
		SP:Iteration 24Q (55124.680000 sec): 3 clusters
  Score: Raw -618284.306058 + Penalty 2906.172325 = -615378.133733
  nChanged 53
		SP:Iteration 25Q (55124.810000 sec): 3 clusters
  Score: Raw -618296.669758 + Penalty 2906.172325 = -615390.497433
  nChanged 44
		SP:Iteration 26Q (55124.930000 sec): 3 clusters
  Score: Raw -618309.970292 + Penalty 2906.172325 = -615403.797967
  nChanged 52
		SP:Iteration 27Q (55125.040000 sec): 3 clusters
  Score: Raw -618322.429535 + Penalty 2906.172325 = -615416.257210
  nChanged 44
		SP:Iteration 28Q (55125.160000 sec): 3 clusters
  Score: Raw -618334.801209 + Penalty 2906.172325 = -615428.628883
  nChanged 42
		SP:Iteration 29Q (55125.280000 sec): 3 clusters
  Score: Raw -618346.839558 + Penalty 2906.172325 = -615440.667232
  nChanged 48
		SP:Iteration 30Q (55125.400000 sec): 3 clusters
  Score: Raw -618359.836656 + Penalty 2906.172325 = -615453.664331
  nChanged 38
		SP:Iteration 31Q (55125.520000 sec): 3 clusters
  Score: Raw -618369.745078 + Penalty 2906.172325 = -615463.572753
  nChanged 34
		SP:Iteration 32Q (55125.640000 sec): 3 clusters
  Score: Raw -618376.110610 + Penalty 2906.172325 = -615469.938285
  nChanged 35
		SP:Iteration 33Q (55125.760000 sec): 3 clusters
  Score: Raw -618384.091367 + Penalty 2906.172325 = -615477.919042
  nChanged 28
		SP:Iteration 34Q (55125.880000 sec): 3 clusters
  Score: Raw -618390.469518 + Penalty 2906.172325 = -615484.297193
  nChanged 33
		SP:Iteration 35Q (55126.000000 sec): 3 clusters
  Score: Raw -618396.580977 + Penalty 2906.172325 = -615490.408652
  nChanged 27
		SP:Iteration 36Q (55126.210000 sec): 3 clusters
  Score: Raw -618402.069947 + Penalty 2906.172325 = -615495.897621
  nChanged 21
		SP:Iteration 37Q (55126.410000 sec): 3 clusters
  Score: Raw -618406.052592 + Penalty 2906.172325 = -615499.880266
  nChanged 17
		SP:Iteration 38Q (55126.610000 sec): 3 clusters
  Score: Raw -618410.142983 + Penalty 2906.172325 = -615503.970657
  nChanged 17
		SP:Iteration 39Q (55126.800000 sec): 3 clusters
  Score: Raw -618413.627169 + Penalty 2906.172325 = -615507.454843
  nChanged 16
		SP:Iteration 40F (55127.000000 sec): 3 clusters
  Score: Raw -618416.429926 + Penalty 2906.172325 = -615510.257600
  nChanged 17
		SP:Iteration 41Q (55127.200000 sec): 3 clusters
  Score: Raw -618420.277927 + Penalty 2906.172325 = -615514.105602
  nChanged 16
		SP:Iteration 42Q (55127.400000 sec): 3 clusters
  Score: Raw -618423.435440 + Penalty 2906.172325 = -615517.263115
  nChanged 12
		SP:Iteration 43Q (55127.600000 sec): 3 clusters
  Score: Raw -618425.659677 + Penalty 2906.172325 = -615519.487352
  nChanged 17
		SP:Iteration 44Q (55127.800000 sec): 3 clusters
  Score: Raw -618430.107160 + Penalty 2906.172325 = -615523.934835
  nChanged 24
		SP:Iteration 45Q (55128.000000 sec): 3 clusters
  Score: Raw -618434.818219 + Penalty 2906.172325 = -615528.645894
  nChanged 23
		SP:Iteration 46Q (55128.200000 sec): 3 clusters
  Score: Raw -618440.573673 + Penalty 2906.172325 = -615534.401348
  nChanged 29
		SP:Iteration 47Q (55128.400000 sec): 3 clusters
  Score: Raw -618445.906032 + Penalty 2906.172325 = -615539.733707
  nChanged 22
		SP:Iteration 48Q (55128.590000 sec): 3 clusters
  Score: Raw -618450.584607 + Penalty 2906.172325 = -615544.412282
  nChanged 25
		SP:Iteration 49Q (55128.790000 sec): 3 clusters
  Score: Raw -618454.497857 + Penalty 2906.172325 = -615548.325532
  nChanged 20
		SP:Iteration 50Q (55129.030000 sec): 3 clusters
  Score: Raw -618458.020310 + Penalty 2906.172325 = -615551.847985
  nChanged 23
		SP:Iteration 51Q (55129.230000 sec): 3 clusters
  Score: Raw -618462.399938 + Penalty 2906.172325 = -615556.227613
  nChanged 18
		SP:Iteration 52Q (55129.430000 sec): 3 clusters
  Score: Raw -618465.726241 + Penalty 2906.172325 = -615559.553916
  nChanged 15
		SP:Iteration 53Q (55129.630000 sec): 3 clusters
  Score: Raw -618468.464244 + Penalty 2906.172325 = -615562.291919
  nChanged 12
		SP:Iteration 54Q (55129.830000 sec): 3 clusters
  Score: Raw -618471.075704 + Penalty 2906.172325 = -615564.903379
  nChanged 12
		SP:Iteration 55Q (55130.020000 sec): 3 clusters
  Score: Raw -618472.839155 + Penalty 2906.172325 = -615566.666830
  nChanged 12
		SP:Iteration 56Q (55130.220000 sec): 3 clusters
  Score: Raw -618474.696185 + Penalty 2906.172325 = -615568.523860
  nChanged 11
		SP:Iteration 57Q (55130.420000 sec): 3 clusters
  Score: Raw -618476.627799 + Penalty 2906.172325 = -615570.455474
  nChanged 8
		SP:Iteration 58Q (55130.620000 sec): 3 clusters
  Score: Raw -618477.462738 + Penalty 2906.172325 = -615571.290413
  nChanged 7
		SP:Iteration 59Q (55130.820000 sec): 3 clusters
  Score: Raw -618478.297028 + Penalty 2906.172325 = -615572.124703
  nChanged 4
		SP:Iteration 60F (55131.020000 sec): 3 clusters
  Score: Raw -618478.619765 + Penalty 2906.172325 = -615572.447440
  nChanged 2
		SP:Iteration 61Q (55131.220000 sec): 3 clusters
  Score: Raw -618478.757630 + Penalty 2906.172325 = -615572.585305
  nChanged 2
		SP:Iteration 62Q (55131.410000 sec): 3 clusters
  Score: Raw -618479.052568 + Penalty 2906.172325 = -615572.880242
  nChanged 2
		SP:Iteration 63Q (55131.610000 sec): 3 clusters
  Score: Raw -618479.121738 + Penalty 2906.172325 = -615572.949413
  nChanged 3
		SP:Iteration 64Q (55131.810000 sec): 3 clusters
  Score: Raw -618479.531131 + Penalty 2906.172325 = -615573.358806
  nChanged 2
		SP:Iteration 65Q (55132.010000 sec): 3 clusters
  Score: Raw -618479.830123 + Penalty 2906.172325 = -615573.657798
  nChanged 3
		SP:Iteration 66Q (55132.230000 sec): 3 clusters
  Score: Raw -618480.414649 + Penalty 2906.172325 = -615574.242324
  nChanged 1
		SP:Iteration 67Q (55132.350000 sec): 3 clusters
  Score: Raw -618480.473336 + Penalty 2906.172325 = -615574.301011
  nChanged 0
		SP:Iteration 68F (55132.480000 sec): 3 clusters
  Score: Raw -618480.473336 + Penalty 2906.172325 = -615574.301011
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (11953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55132.630000 sec): 2 clusters
  Score: Raw -1029139.351535 + Penalty 1525.669855 = -1027613.681680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55132.830000 sec): 3 clusters
  Score: Raw -1022251.356425 + Penalty 3051.339711 = -1019200.016714
  nChanged 5329
		SP:Iteration 1F (55133.010000 sec): 3 clusters
  Score: Raw -1025564.019449 + Penalty 3051.339711 = -1022512.679738
  nChanged 962
		SP:Iteration 2F (55133.280000 sec): 3 clusters
  Score: Raw -1026233.199561 + Penalty 3051.339711 = -1023181.859850
  nChanged 888
		SP:Iteration 3F (55133.530000 sec): 3 clusters
  Score: Raw -1026811.732061 + Penalty 3051.339711 = -1023760.392350
  nChanged 785
		SP:Iteration 4F (55133.780000 sec): 3 clusters
  Score: Raw -1027298.324397 + Penalty 3051.339711 = -1024246.984686
  nChanged 657
		SP:Iteration 5F (55133.960000 sec): 3 clusters
  Score: Raw -1027677.571840 + Penalty 3051.339711 = -1024626.232129
  nChanged 531
		SP:Iteration 6Q (55134.180000 sec): 3 clusters
  Score: Raw -1027984.062233 + Penalty 3051.339711 = -1024932.722522
  nChanged 495
		SP:Iteration 7Q (55134.440000 sec): 3 clusters
  Score: Raw -1028338.436515 + Penalty 3051.339711 = -1025287.096805
  nChanged 446
		SP:Iteration 8Q (55134.610000 sec): 3 clusters
  Score: Raw -1028730.952787 + Penalty 3051.339711 = -1025679.613076
  nChanged 428
		SP:Iteration 9Q (55134.870000 sec): 3 clusters
  Score: Raw -1029014.431161 + Penalty 3051.339711 = -1025963.091451
  nChanged 368
		SP:Iteration 10Q (55135.120000 sec): 3 clusters
  Score: Raw -1029214.913621 + Penalty 3051.339711 = -1026163.573910
  nChanged 285
		SP:Iteration 11Q (55135.410000 sec): 3 clusters
  Score: Raw -1029361.758280 + Penalty 3051.339711 = -1026310.418569
  nChanged 249
		SP:Iteration 12Q (55135.640000 sec): 3 clusters
  Score: Raw -1029496.506492 + Penalty 3051.339711 = -1026445.166781
  nChanged 261
		SP:Iteration 13Q (55135.840000 sec): 3 clusters
  Score: Raw -1029610.463725 + Penalty 3051.339711 = -1026559.124014
  nChanged 216
		SP:Iteration 14Q (55136.050000 sec): 3 clusters
  Score: Raw -1029712.305220 + Penalty 3051.339711 = -1026660.965509
  nChanged 205
		SP:Iteration 15Q (55136.250000 sec): 3 clusters
  Score: Raw -1029812.462651 + Penalty 3051.339711 = -1026761.122940
  nChanged 210
		SP:Iteration 16Q (55136.460000 sec): 3 clusters
  Score: Raw -1029909.768835 + Penalty 3051.339711 = -1026858.429124
  nChanged 178
		SP:Iteration 17Q (55136.710000 sec): 3 clusters
  Score: Raw -1029987.935414 + Penalty 3051.339711 = -1026936.595703
  nChanged 150
		SP:Iteration 18Q (55136.960000 sec): 3 clusters
  Score: Raw -1030045.881834 + Penalty 3051.339711 = -1026994.542123
  nChanged 132
		SP:Iteration 19Q (55137.220000 sec): 3 clusters
  Score: Raw -1030089.424976 + Penalty 3051.339711 = -1027038.085265
  nChanged 135
		SP:Iteration 20F (55137.420000 sec): 3 clusters
  Score: Raw -1030127.969894 + Penalty 3051.339711 = -1027076.630183
  nChanged 96
		SP:Iteration 21Q (55137.680000 sec): 3 clusters
  Score: Raw -1030153.192533 + Penalty 3051.339711 = -1027101.852822
  nChanged 76
		SP:Iteration 22Q (55137.930000 sec): 3 clusters
  Score: Raw -1030170.813888 + Penalty 3051.339711 = -1027119.474177
  nChanged 69
		SP:Iteration 23Q (55138.170000 sec): 3 clusters
  Score: Raw -1030184.807923 + Penalty 3051.339711 = -1027133.468212
  nChanged 58
		SP:Iteration 24Q (55138.380000 sec): 3 clusters
  Score: Raw -1030200.939330 + Penalty 3051.339711 = -1027149.599619
  nChanged 58
		SP:Iteration 25Q (55138.590000 sec): 3 clusters
  Score: Raw -1030215.439610 + Penalty 3051.339711 = -1027164.099899
  nChanged 50
		SP:Iteration 26Q (55138.790000 sec): 3 clusters
  Score: Raw -1030226.437992 + Penalty 3051.339711 = -1027175.098281
  nChanged 45
		SP:Iteration 27Q (55139.000000 sec): 3 clusters
  Score: Raw -1030237.152868 + Penalty 3051.339711 = -1027185.813157
  nChanged 39
		SP:Iteration 28Q (55139.210000 sec): 3 clusters
  Score: Raw -1030249.856346 + Penalty 3051.339711 = -1027198.516635
  nChanged 42
		SP:Iteration 29Q (55139.420000 sec): 3 clusters
  Score: Raw -1030268.773944 + Penalty 3051.339711 = -1027217.434233
  nChanged 49
		SP:Iteration 30Q (55139.620000 sec): 3 clusters
  Score: Raw -1030298.453838 + Penalty 3051.339711 = -1027247.114127
  nChanged 71
		SP:Iteration 31Q (55139.840000 sec): 3 clusters
  Score: Raw -1030351.410561 + Penalty 3051.339711 = -1027300.070850
  nChanged 70
		SP:Iteration 32Q (55140.040000 sec): 3 clusters
  Score: Raw -1030410.861578 + Penalty 3051.339711 = -1027359.521867
  nChanged 96
		SP:Iteration 33Q (55140.340000 sec): 3 clusters
  Score: Raw -1030456.173232 + Penalty 3051.339711 = -1027404.833521
  nChanged 88
		SP:Iteration 34Q (55140.550000 sec): 3 clusters
  Score: Raw -1030476.361038 + Penalty 3051.339711 = -1027425.021327
  nChanged 39
		SP:Iteration 35Q (55140.770000 sec): 3 clusters
  Score: Raw -1030484.058968 + Penalty 3051.339711 = -1027432.719257
  nChanged 40
		SP:Iteration 36Q (55140.970000 sec): 3 clusters
  Score: Raw -1030490.987115 + Penalty 3051.339711 = -1027439.647404
  nChanged 22
		SP:Iteration 37Q (55141.180000 sec): 3 clusters
  Score: Raw -1030494.499051 + Penalty 3051.339711 = -1027443.159340
  nChanged 15
		SP:Iteration 38Q (55141.470000 sec): 3 clusters
  Score: Raw -1030496.601488 + Penalty 3051.339711 = -1027445.261777
  nChanged 15
		SP:Iteration 39Q (55141.650000 sec): 3 clusters
  Score: Raw -1030499.529759 + Penalty 3051.339711 = -1027448.190048
  nChanged 14
		SP:Iteration 40F (55141.870000 sec): 3 clusters
  Score: Raw -1030501.458087 + Penalty 3051.339711 = -1027450.118376
  nChanged 6
		SP:Iteration 41Q (55142.120000 sec): 3 clusters
  Score: Raw -1030502.260553 + Penalty 3051.339711 = -1027450.920842
  nChanged 8
		SP:Iteration 42Q (55142.420000 sec): 3 clusters
  Score: Raw -1030503.388868 + Penalty 3051.339711 = -1027452.049157
  nChanged 3
		SP:Iteration 43Q (55142.570000 sec): 3 clusters
  Score: Raw -1030503.775854 + Penalty 3051.339711 = -1027452.436143
  nChanged 6
		SP:Iteration 44Q (55142.850000 sec): 3 clusters
  Score: Raw -1030504.341886 + Penalty 3051.339711 = -1027453.002175
  nChanged 3
		SP:Iteration 45Q (55143.040000 sec): 3 clusters
  Score: Raw -1030504.750228 + Penalty 3051.339711 = -1027453.410517
  nChanged 2
		SP:Iteration 46Q (55143.290000 sec): 3 clusters
  Score: Raw -1030504.905648 + Penalty 3051.339711 = -1027453.565937
  nChanged 4
		SP:Iteration 47Q (55143.540000 sec): 3 clusters
  Score: Raw -1030505.219317 + Penalty 3051.339711 = -1027453.879606
  nChanged 3
		SP:Iteration 48Q (55143.790000 sec): 3 clusters
  Score: Raw -1030505.726214 + Penalty 3051.339711 = -1027454.386503
  nChanged 1
		SP:Iteration 49Q (55144.040000 sec): 3 clusters
  Score: Raw -1030505.755702 + Penalty 3051.339711 = -1027454.415991
  nChanged 0
		SP:Iteration 50F (55144.250000 sec): 3 clusters
  Score: Raw -1030505.755702 + Penalty 3051.339711 = -1027454.415991
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (5101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55144.350000 sec): 2 clusters
  Score: Raw -488963.114142 + Penalty 1387.293680 = -487575.820461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55144.530000 sec): 3 clusters
  Score: Raw -486329.922340 + Penalty 2774.587360 = -483555.334980
  nChanged 2019
		SP:Iteration 1F (55144.700000 sec): 3 clusters
  Score: Raw -487464.822015 + Penalty 2774.587360 = -484690.234654
  nChanged 444
		SP:Iteration 2F (55144.880000 sec): 3 clusters
  Score: Raw -487722.556751 + Penalty 2774.587360 = -484947.969390
  nChanged 312
		SP:Iteration 3F (55145.050000 sec): 3 clusters
  Score: Raw -487901.364860 + Penalty 2774.587360 = -485126.777499
  nChanged 238
		SP:Iteration 4Q (55145.200000 sec): 3 clusters
  Score: Raw -488024.114852 + Penalty 2774.587360 = -485249.527492
  nChanged 204
		SP:Iteration 5Q (55145.300000 sec): 3 clusters
  Score: Raw -488126.113297 + Penalty 2774.587360 = -485351.525936
  nChanged 160
		SP:Iteration 6Q (55145.400000 sec): 3 clusters
  Score: Raw -488192.634209 + Penalty 2774.587360 = -485418.046848
  nChanged 119
		SP:Iteration 7Q (55145.490000 sec): 3 clusters
  Score: Raw -488237.132702 + Penalty 2774.587360 = -485462.545342
  nChanged 106
		SP:Iteration 8Q (55145.590000 sec): 3 clusters
  Score: Raw -488280.362912 + Penalty 2774.587360 = -485505.775551
  nChanged 100
		SP:Iteration 9Q (55145.690000 sec): 3 clusters
  Score: Raw -488313.297484 + Penalty 2774.587360 = -485538.710124
  nChanged 70
		SP:Iteration 10Q (55145.790000 sec): 3 clusters
  Score: Raw -488334.907533 + Penalty 2774.587360 = -485560.320173
  nChanged 48
		SP:Iteration 11Q (55145.880000 sec): 3 clusters
  Score: Raw -488349.358315 + Penalty 2774.587360 = -485574.770954
  nChanged 54
		SP:Iteration 12Q (55145.980000 sec): 3 clusters
  Score: Raw -488363.139773 + Penalty 2774.587360 = -485588.552412
  nChanged 45
		SP:Iteration 13Q (55146.070000 sec): 3 clusters
  Score: Raw -488375.572641 + Penalty 2774.587360 = -485600.985280
  nChanged 41
		SP:Iteration 14Q (55146.170000 sec): 3 clusters
  Score: Raw -488385.620773 + Penalty 2774.587360 = -485611.033412
  nChanged 35
		SP:Iteration 15Q (55146.270000 sec): 3 clusters
  Score: Raw -488394.888618 + Penalty 2774.587360 = -485620.301257
  nChanged 32
		SP:Iteration 16Q (55146.360000 sec): 3 clusters
  Score: Raw -488402.823207 + Penalty 2774.587360 = -485628.235847
  nChanged 22
		SP:Iteration 17Q (55146.460000 sec): 3 clusters
  Score: Raw -488408.326046 + Penalty 2774.587360 = -485633.738685
  nChanged 23
		SP:Iteration 18Q (55146.550000 sec): 3 clusters
  Score: Raw -488413.707315 + Penalty 2774.587360 = -485639.119955
  nChanged 17
		SP:Iteration 19Q (55146.650000 sec): 3 clusters
  Score: Raw -488417.583682 + Penalty 2774.587360 = -485642.996322
  nChanged 24
		SP:Iteration 20F (55146.830000 sec): 3 clusters
  Score: Raw -488424.228094 + Penalty 2774.587360 = -485649.640734
  nChanged 19
		SP:Iteration 21Q (55147.030000 sec): 3 clusters
  Score: Raw -488428.500478 + Penalty 2774.587360 = -485653.913118
  nChanged 20
		SP:Iteration 22Q (55147.190000 sec): 3 clusters
  Score: Raw -488433.433140 + Penalty 2774.587360 = -485658.845779
  nChanged 28
		SP:Iteration 23Q (55147.290000 sec): 3 clusters
  Score: Raw -488439.983436 + Penalty 2774.587360 = -485665.396075
  nChanged 28
		SP:Iteration 24Q (55147.390000 sec): 3 clusters
  Score: Raw -488447.657796 + Penalty 2774.587360 = -485673.070436
  nChanged 31
		SP:Iteration 25Q (55147.490000 sec): 3 clusters
  Score: Raw -488455.863130 + Penalty 2774.587360 = -485681.275770
  nChanged 26
		SP:Iteration 26Q (55147.590000 sec): 3 clusters
  Score: Raw -488464.418339 + Penalty 2774.587360 = -485689.830978
  nChanged 31
		SP:Iteration 27Q (55147.800000 sec): 3 clusters
  Score: Raw -488473.539795 + Penalty 2774.587360 = -485698.952435
  nChanged 33
		SP:Iteration 28Q (55147.970000 sec): 3 clusters
  Score: Raw -488485.168101 + Penalty 2774.587360 = -485710.580740
  nChanged 34
		SP:Iteration 29Q (55148.030000 sec): 3 clusters
  Score: Raw -488495.005289 + Penalty 2774.587360 = -485720.417929
  nChanged 37
		SP:Iteration 30Q (55148.210000 sec): 3 clusters
  Score: Raw -488506.493241 + Penalty 2774.587360 = -485731.905881
  nChanged 38
		SP:Iteration 31Q (55148.310000 sec): 3 clusters
  Score: Raw -488518.453755 + Penalty 2774.587360 = -485743.866395
  nChanged 42
		SP:Iteration 32Q (55148.520000 sec): 3 clusters
  Score: Raw -488532.020895 + Penalty 2774.587360 = -485757.433534
  nChanged 37
		SP:Iteration 33Q (55148.740000 sec): 3 clusters
  Score: Raw -488542.666147 + Penalty 2774.587360 = -485768.078786
  nChanged 40
		SP:Iteration 34Q (55148.880000 sec): 3 clusters
  Score: Raw -488554.236168 + Penalty 2774.587360 = -485779.648808
  nChanged 39
		SP:Iteration 35Q (55149.050000 sec): 3 clusters
  Score: Raw -488567.775424 + Penalty 2774.587360 = -485793.188064
  nChanged 43
		SP:Iteration 36Q (55149.230000 sec): 3 clusters
  Score: Raw -488583.976344 + Penalty 2774.587360 = -485809.388984
  nChanged 48
		SP:Iteration 37Q (55149.410000 sec): 3 clusters
  Score: Raw -488598.372966 + Penalty 2774.587360 = -485823.785606
  nChanged 43
		SP:Iteration 38Q (55149.580000 sec): 3 clusters
  Score: Raw -488611.867991 + Penalty 2774.587360 = -485837.280630
  nChanged 35
		SP:Iteration 39Q (55149.750000 sec): 3 clusters
  Score: Raw -488621.640601 + Penalty 2774.587360 = -485847.053241
  nChanged 24
		SP:Iteration 40F (55149.930000 sec): 3 clusters
  Score: Raw -488629.127567 + Penalty 2774.587360 = -485854.540206
  nChanged 21
		SP:Iteration 41Q (55150.100000 sec): 3 clusters
  Score: Raw -488636.339015 + Penalty 2774.587360 = -485861.751655
  nChanged 34
		SP:Iteration 42Q (55150.280000 sec): 3 clusters
  Score: Raw -488648.203419 + Penalty 2774.587360 = -485873.616059
  nChanged 38
		SP:Iteration 43Q (55150.450000 sec): 3 clusters
  Score: Raw -488664.064416 + Penalty 2774.587360 = -485889.477056
  nChanged 41
		SP:Iteration 44Q (55150.630000 sec): 3 clusters
  Score: Raw -488679.703069 + Penalty 2774.587360 = -485905.115708
  nChanged 41
		SP:Iteration 45Q (55150.800000 sec): 3 clusters
  Score: Raw -488696.065317 + Penalty 2774.587360 = -485921.477956
  nChanged 45
		SP:Iteration 46Q (55150.970000 sec): 3 clusters
  Score: Raw -488715.658918 + Penalty 2774.587360 = -485941.071558
  nChanged 55
		SP:Iteration 47Q (55151.150000 sec): 3 clusters
  Score: Raw -488740.372777 + Penalty 2774.587360 = -485965.785417
  nChanged 47
		SP:Iteration 48Q (55151.330000 sec): 3 clusters
  Score: Raw -488765.837246 + Penalty 2774.587360 = -485991.249886
  nChanged 61
		SP:Iteration 49Q (55151.500000 sec): 3 clusters
  Score: Raw -488798.104663 + Penalty 2774.587360 = -486023.517303
  nChanged 61
		SP:Iteration 50Q (55151.670000 sec): 3 clusters
  Score: Raw -488829.714367 + Penalty 2774.587360 = -486055.127007
  nChanged 60
		SP:Iteration 51Q (55151.850000 sec): 3 clusters
  Score: Raw -488858.589295 + Penalty 2774.587360 = -486084.001935
  nChanged 44
		SP:Iteration 52Q (55152.020000 sec): 3 clusters
  Score: Raw -488881.724029 + Penalty 2774.587360 = -486107.136669
  nChanged 45
		SP:Iteration 53Q (55152.190000 sec): 3 clusters
  Score: Raw -488905.060741 + Penalty 2774.587360 = -486130.473380
  nChanged 55
		SP:Iteration 54Q (55152.370000 sec): 3 clusters
  Score: Raw -488935.509107 + Penalty 2774.587360 = -486160.921747
  nChanged 45
		SP:Iteration 55Q (55152.590000 sec): 3 clusters
  Score: Raw -488958.367881 + Penalty 2774.587360 = -486183.780521
  nChanged 43
		SP:Iteration 56Q (55152.720000 sec): 3 clusters
  Score: Raw -488979.811205 + Penalty 2774.587360 = -486205.223845
  nChanged 34
		SP:Iteration 57Q (55152.890000 sec): 3 clusters
  Score: Raw -488998.581593 + Penalty 2774.587360 = -486223.994233
  nChanged 26
		SP:Iteration 58Q (55153.070000 sec): 3 clusters
  Score: Raw -489010.471006 + Penalty 2774.587360 = -486235.883645
  nChanged 26
		SP:Iteration 59Q (55153.240000 sec): 3 clusters
  Score: Raw -489021.324526 + Penalty 2774.587360 = -486246.737165
  nChanged 23
		SP:Iteration 60F (55153.420000 sec): 3 clusters
  Score: Raw -489033.051979 + Penalty 2774.587360 = -486258.464618
  nChanged 23
		SP:Iteration 61Q (55153.620000 sec): 3 clusters
  Score: Raw -489046.791247 + Penalty 2774.587360 = -486272.203886
  nChanged 29
		SP:Iteration 62Q (55153.810000 sec): 3 clusters
  Score: Raw -489066.416626 + Penalty 2774.587360 = -486291.829265
  nChanged 25
		SP:Iteration 63Q (55153.990000 sec): 3 clusters
  Score: Raw -489079.977703 + Penalty 2774.587360 = -486305.390343
  nChanged 20
		SP:Iteration 64Q (55154.160000 sec): 3 clusters
  Score: Raw -489090.343941 + Penalty 2774.587360 = -486315.756581
  nChanged 17
		SP:Iteration 65Q (55154.320000 sec): 3 clusters
  Score: Raw -489098.511412 + Penalty 2774.587360 = -486323.924052
  nChanged 11
		SP:Iteration 66Q (55154.410000 sec): 3 clusters
  Score: Raw -489103.446050 + Penalty 2774.587360 = -486328.858689
  nChanged 11
		SP:Iteration 67Q (55154.600000 sec): 3 clusters
  Score: Raw -489107.748161 + Penalty 2774.587360 = -486333.160801
  nChanged 10
		SP:Iteration 68Q (55154.780000 sec): 3 clusters
  Score: Raw -489111.966275 + Penalty 2774.587360 = -486337.378915
  nChanged 7
		SP:Iteration 69Q (55154.890000 sec): 3 clusters
  Score: Raw -489114.338812 + Penalty 2774.587360 = -486339.751452
  nChanged 4
		SP:Iteration 70Q (55155.030000 sec): 3 clusters
  Score: Raw -489115.425970 + Penalty 2774.587360 = -486340.838609
  nChanged 2
		SP:Iteration 71Q (55155.190000 sec): 3 clusters
  Score: Raw -489115.986907 + Penalty 2774.587360 = -486341.399547
  nChanged 2
		SP:Iteration 72Q (55155.350000 sec): 3 clusters
  Score: Raw -489116.652449 + Penalty 2774.587360 = -486342.065089
  nChanged 1
		SP:Iteration 73Q (55155.550000 sec): 3 clusters
  Score: Raw -489116.936846 + Penalty 2774.587360 = -486342.349486
  nChanged 2
		SP:Iteration 74Q (55155.720000 sec): 3 clusters
  Score: Raw -489118.374025 + Penalty 2774.587360 = -486343.786664
  nChanged 5
		SP:Iteration 75Q (55155.900000 sec): 3 clusters
  Score: Raw -489121.167604 + Penalty 2774.587360 = -486346.580244
  nChanged 4
		SP:Iteration 76Q (55155.970000 sec): 3 clusters
  Score: Raw -489122.714467 + Penalty 2774.587360 = -486348.127107
  nChanged 3
		SP:Iteration 77Q (55156.060000 sec): 3 clusters
  Score: Raw -489124.229818 + Penalty 2774.587360 = -486349.642458
  nChanged 6
		SP:Iteration 78Q (55156.160000 sec): 3 clusters
  Score: Raw -489125.638679 + Penalty 2774.587360 = -486351.051319
  nChanged 4
		SP:Iteration 79Q (55156.260000 sec): 3 clusters
  Score: Raw -489127.282263 + Penalty 2774.587360 = -486352.694902
  nChanged 4
		SP:Iteration 80F (55156.350000 sec): 3 clusters
  Score: Raw -489129.552844 + Penalty 2774.587360 = -486354.965484
  nChanged 5
		SP:Iteration 81Q (55156.450000 sec): 3 clusters
  Score: Raw -489130.947884 + Penalty 2774.587360 = -486356.360524
  nChanged 3
		SP:Iteration 82Q (55156.630000 sec): 3 clusters
  Score: Raw -489131.558171 + Penalty 2774.587360 = -486356.970811
  nChanged 2
		SP:Iteration 83Q (55156.800000 sec): 3 clusters
  Score: Raw -489132.310244 + Penalty 2774.587360 = -486357.722883
  nChanged 1
		SP:Iteration 84Q (55156.980000 sec): 3 clusters
  Score: Raw -489132.694212 + Penalty 2774.587360 = -486358.106851
  nChanged 2
		SP:Iteration 85Q (55157.150000 sec): 3 clusters
  Score: Raw -489133.463689 + Penalty 2774.587360 = -486358.876329
  nChanged 0
		SP:Iteration 86F (55157.330000 sec): 3 clusters
  Score: Raw -489133.463689 + Penalty 2774.587360 = -486358.876329
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (8634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55157.430000 sec): 2 clusters
  Score: Raw -818278.508025 + Penalty 1472.812766 = -816805.695259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55157.640000 sec): 3 clusters
  Score: Raw -813439.405048 + Penalty 2945.625532 = -810493.779515
  nChanged 3699
		SP:Iteration 1F (55157.830000 sec): 3 clusters
  Score: Raw -815645.682115 + Penalty 2945.625532 = -812700.056583
  nChanged 686
		SP:Iteration 2F (55158.030000 sec): 3 clusters
  Score: Raw -816050.076032 + Penalty 2945.625532 = -813104.450500
  nChanged 610
		SP:Iteration 3F (55158.220000 sec): 3 clusters
  Score: Raw -816428.155066 + Penalty 2945.625532 = -813482.529534
  nChanged 532
		SP:Iteration 4F (55158.410000 sec): 3 clusters
  Score: Raw -816724.295104 + Penalty 2945.625532 = -813778.669572
  nChanged 408
		SP:Iteration 5Q (55158.610000 sec): 3 clusters
  Score: Raw -816948.117104 + Penalty 2945.625532 = -814002.491571
  nChanged 341
		SP:Iteration 6Q (55158.800000 sec): 3 clusters
  Score: Raw -817145.621021 + Penalty 2945.625532 = -814199.995488
  nChanged 321
		SP:Iteration 7Q (55158.990000 sec): 3 clusters
  Score: Raw -817357.763773 + Penalty 2945.625532 = -814412.138240
  nChanged 289
		SP:Iteration 8Q (55159.180000 sec): 3 clusters
  Score: Raw -817543.508103 + Penalty 2945.625532 = -814597.882571
  nChanged 233
		SP:Iteration 9Q (55159.380000 sec): 3 clusters
  Score: Raw -817703.559013 + Penalty 2945.625532 = -814757.933480
  nChanged 214
		SP:Iteration 10Q (55159.570000 sec): 3 clusters
  Score: Raw -817852.290493 + Penalty 2945.625532 = -814906.664961
  nChanged 182
		SP:Iteration 11Q (55159.760000 sec): 3 clusters
  Score: Raw -817994.797668 + Penalty 2945.625532 = -815049.172136
  nChanged 154
		SP:Iteration 12Q (55159.960000 sec): 3 clusters
  Score: Raw -818120.191870 + Penalty 2945.625532 = -815174.566338
  nChanged 130
		SP:Iteration 13Q (55160.150000 sec): 3 clusters
  Score: Raw -818222.310878 + Penalty 2945.625532 = -815276.685346
  nChanged 93
		SP:Iteration 14Q (55160.340000 sec): 3 clusters
  Score: Raw -818306.651537 + Penalty 2945.625532 = -815361.026004
  nChanged 72
		SP:Iteration 15Q (55160.540000 sec): 3 clusters
  Score: Raw -818368.310463 + Penalty 2945.625532 = -815422.684931
  nChanged 47
		SP:Iteration 16Q (55160.730000 sec): 3 clusters
  Score: Raw -818401.806095 + Penalty 2945.625532 = -815456.180563
  nChanged 34
		SP:Iteration 17Q (55160.930000 sec): 3 clusters
  Score: Raw -818424.682815 + Penalty 2945.625532 = -815479.057283
  nChanged 23
		SP:Iteration 18Q (55161.130000 sec): 3 clusters
  Score: Raw -818438.622355 + Penalty 2945.625532 = -815492.996823
  nChanged 16
		SP:Iteration 19Q (55161.330000 sec): 3 clusters
  Score: Raw -818447.080541 + Penalty 2945.625532 = -815501.455008
  nChanged 12
		SP:Iteration 20F (55161.520000 sec): 3 clusters
  Score: Raw -818453.879150 + Penalty 2945.625532 = -815508.253618
  nChanged 10
		SP:Iteration 21Q (55161.710000 sec): 3 clusters
  Score: Raw -818460.578796 + Penalty 2945.625532 = -815514.953263
  nChanged 12
		SP:Iteration 22Q (55161.910000 sec): 3 clusters
  Score: Raw -818470.938537 + Penalty 2945.625532 = -815525.313004
  nChanged 9
		SP:Iteration 23Q (55162.100000 sec): 3 clusters
  Score: Raw -818478.401686 + Penalty 2945.625532 = -815532.776153
  nChanged 10
		SP:Iteration 24Q (55162.300000 sec): 3 clusters
  Score: Raw -818483.281485 + Penalty 2945.625532 = -815537.655953
  nChanged 10
		SP:Iteration 25Q (55162.490000 sec): 3 clusters
  Score: Raw -818491.714655 + Penalty 2945.625532 = -815546.089123
  nChanged 16
		SP:Iteration 26Q (55162.680000 sec): 3 clusters
  Score: Raw -818506.522240 + Penalty 2945.625532 = -815560.896708
  nChanged 17
		SP:Iteration 27Q (55162.880000 sec): 3 clusters
  Score: Raw -818522.716357 + Penalty 2945.625532 = -815577.090824
  nChanged 12
		SP:Iteration 28Q (55163.070000 sec): 3 clusters
  Score: Raw -818530.405371 + Penalty 2945.625532 = -815584.779838
  nChanged 3
		SP:Iteration 29Q (55163.260000 sec): 3 clusters
  Score: Raw -818531.601185 + Penalty 2945.625532 = -815585.975653
  nChanged 3
		SP:Iteration 30Q (55163.450000 sec): 3 clusters
  Score: Raw -818532.706497 + Penalty 2945.625532 = -815587.080964
  nChanged 1
		SP:Iteration 31Q (55163.650000 sec): 3 clusters
  Score: Raw -818533.489875 + Penalty 2945.625532 = -815587.864342
  nChanged 0
		SP:Iteration 32F (55163.840000 sec): 3 clusters
  Score: Raw -818533.489875 + Penalty 2945.625532 = -815587.864342
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (3896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55163.960000 sec): 2 clusters
  Score: Raw -261055.801833 + Penalty 1343.502171 = -259712.299663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55164.120000 sec): 3 clusters
  Score: Raw -259090.988200 + Penalty 2687.004341 = -256403.983859
  nChanged 1583
		SP:Iteration 1F (55164.300000 sec): 3 clusters
  Score: Raw -260257.793639 + Penalty 2687.004341 = -257570.789298
  nChanged 425
		SP:Iteration 2F (55164.470000 sec): 3 clusters
  Score: Raw -260697.099614 + Penalty 2687.004341 = -258010.095273
  nChanged 290
		SP:Iteration 3F (55164.650000 sec): 3 clusters
  Score: Raw -260999.073852 + Penalty 2687.004341 = -258312.069511
  nChanged 236
		SP:Iteration 4F (55164.820000 sec): 3 clusters
  Score: Raw -261211.233252 + Penalty 2687.004341 = -258524.228911
  nChanged 186
		SP:Iteration 5Q (55165.000000 sec): 3 clusters
  Score: Raw -261350.339418 + Penalty 2687.004341 = -258663.335077
  nChanged 134
		SP:Iteration 6Q (55165.180000 sec): 3 clusters
  Score: Raw -261457.819085 + Penalty 2687.004341 = -258770.814744
  nChanged 101
		SP:Iteration 7Q (55165.300000 sec): 3 clusters
  Score: Raw -261530.164563 + Penalty 2687.004341 = -258843.160222
  nChanged 80
		SP:Iteration 8Q (55165.380000 sec): 3 clusters
  Score: Raw -261584.129577 + Penalty 2687.004341 = -258897.125236
  nChanged 62
		SP:Iteration 9Q (55165.460000 sec): 3 clusters
  Score: Raw -261625.766599 + Penalty 2687.004341 = -258938.762258
  nChanged 51
		SP:Iteration 10Q (55165.530000 sec): 3 clusters
  Score: Raw -261654.629067 + Penalty 2687.004341 = -258967.624726
  nChanged 43
		SP:Iteration 11Q (55165.600000 sec): 3 clusters
  Score: Raw -261677.520271 + Penalty 2687.004341 = -258990.515930
  nChanged 30
		SP:Iteration 12Q (55165.680000 sec): 3 clusters
  Score: Raw -261692.770517 + Penalty 2687.004341 = -259005.766176
  nChanged 25
		SP:Iteration 13Q (55165.750000 sec): 3 clusters
  Score: Raw -261704.204361 + Penalty 2687.004341 = -259017.200020
  nChanged 30
		SP:Iteration 14Q (55165.830000 sec): 3 clusters
  Score: Raw -261717.983286 + Penalty 2687.004341 = -259030.978945
  nChanged 27
		SP:Iteration 15Q (55165.900000 sec): 3 clusters
  Score: Raw -261734.064833 + Penalty 2687.004341 = -259047.060492
  nChanged 31
		SP:Iteration 16Q (55165.980000 sec): 3 clusters
  Score: Raw -261749.571925 + Penalty 2687.004341 = -259062.567584
  nChanged 25
		SP:Iteration 17Q (55166.050000 sec): 3 clusters
  Score: Raw -261760.781076 + Penalty 2687.004341 = -259073.776735
  nChanged 23
		SP:Iteration 18Q (55166.120000 sec): 3 clusters
  Score: Raw -261774.852021 + Penalty 2687.004341 = -259087.847680
  nChanged 28
		SP:Iteration 19Q (55166.200000 sec): 3 clusters
  Score: Raw -261783.992872 + Penalty 2687.004341 = -259096.988531
  nChanged 14
		SP:Iteration 20F (55166.270000 sec): 3 clusters
  Score: Raw -261792.486126 + Penalty 2687.004341 = -259105.481785
  nChanged 8
		SP:Iteration 21Q (55166.350000 sec): 3 clusters
  Score: Raw -261798.165334 + Penalty 2687.004341 = -259111.160993
  nChanged 10
		SP:Iteration 22Q (55166.420000 sec): 3 clusters
  Score: Raw -261802.700955 + Penalty 2687.004341 = -259115.696614
  nChanged 12
		SP:Iteration 23Q (55166.500000 sec): 3 clusters
  Score: Raw -261807.774500 + Penalty 2687.004341 = -259120.770159
  nChanged 10
		SP:Iteration 24Q (55166.570000 sec): 3 clusters
  Score: Raw -261812.807432 + Penalty 2687.004341 = -259125.803091
  nChanged 15
		SP:Iteration 25Q (55166.640000 sec): 3 clusters
  Score: Raw -261817.323690 + Penalty 2687.004341 = -259130.319349
  nChanged 6
		SP:Iteration 26Q (55166.720000 sec): 3 clusters
  Score: Raw -261820.038786 + Penalty 2687.004341 = -259133.034445
  nChanged 6
		SP:Iteration 27Q (55166.790000 sec): 3 clusters
  Score: Raw -261823.480861 + Penalty 2687.004341 = -259136.476520
  nChanged 10
		SP:Iteration 28Q (55166.860000 sec): 3 clusters
  Score: Raw -261827.745172 + Penalty 2687.004341 = -259140.740831
  nChanged 9
		SP:Iteration 29Q (55166.940000 sec): 3 clusters
  Score: Raw -261830.781053 + Penalty 2687.004341 = -259143.776712
  nChanged 8
		SP:Iteration 30Q (55167.010000 sec): 3 clusters
  Score: Raw -261832.404132 + Penalty 2687.004341 = -259145.399791
  nChanged 2
		SP:Iteration 31Q (55167.090000 sec): 3 clusters
  Score: Raw -261832.790960 + Penalty 2687.004341 = -259145.786619
  nChanged 1
		SP:Iteration 32Q (55167.170000 sec): 3 clusters
  Score: Raw -261833.105833 + Penalty 2687.004341 = -259146.101492
  nChanged 2
		SP:Iteration 33Q (55167.240000 sec): 3 clusters
  Score: Raw -261833.818677 + Penalty 2687.004341 = -259146.814336
  nChanged 2
		SP:Iteration 34Q (55167.320000 sec): 3 clusters
  Score: Raw -261834.183277 + Penalty 2687.004341 = -259147.178936
  nChanged 2
		SP:Iteration 35Q (55167.390000 sec): 3 clusters
  Score: Raw -261834.632664 + Penalty 2687.004341 = -259147.628323
  nChanged 1
		SP:Iteration 36Q (55167.460000 sec): 3 clusters
  Score: Raw -261834.855913 + Penalty 2687.004341 = -259147.851572
  nChanged 1
		SP:Iteration 37Q (55167.540000 sec): 3 clusters
  Score: Raw -261834.925006 + Penalty 2687.004341 = -259147.920665
  nChanged 0
		SP:Iteration 38F (55167.610000 sec): 3 clusters
  Score: Raw -261834.925006 + Penalty 2687.004341 = -259147.920665
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55167.680000 sec): 2 clusters
  Score: Raw -333792.377438 + Penalty 1342.833445 = -332449.543992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55167.760000 sec): 3 clusters
  Score: Raw -331814.219055 + Penalty 2685.666891 = -329128.552164
  nChanged 1548
		SP:Iteration 1F (55167.830000 sec): 3 clusters
  Score: Raw -332820.733896 + Penalty 2685.666891 = -330135.067006
  nChanged 399
		SP:Iteration 2F (55167.900000 sec): 3 clusters
  Score: Raw -333180.252524 + Penalty 2685.666891 = -330494.585633
  nChanged 351
		SP:Iteration 3F (55167.970000 sec): 3 clusters
  Score: Raw -333549.521083 + Penalty 2685.666891 = -330863.854193
  nChanged 285
		SP:Iteration 4F (55168.040000 sec): 3 clusters
  Score: Raw -333848.267762 + Penalty 2685.666891 = -331162.600871
  nChanged 212
		SP:Iteration 5F (55168.120000 sec): 3 clusters
  Score: Raw -334036.952405 + Penalty 2685.666891 = -331351.285514
  nChanged 170
		SP:Iteration 6Q (55168.190000 sec): 3 clusters
  Score: Raw -334178.121983 + Penalty 2685.666891 = -331492.455093
  nChanged 140
		SP:Iteration 7Q (55168.260000 sec): 3 clusters
  Score: Raw -334283.567843 + Penalty 2685.666891 = -331597.900952
  nChanged 108
		SP:Iteration 8Q (55168.330000 sec): 3 clusters
  Score: Raw -334344.926467 + Penalty 2685.666891 = -331659.259576
  nChanged 69
		SP:Iteration 9Q (55168.400000 sec): 3 clusters
  Score: Raw -334378.920771 + Penalty 2685.666891 = -331693.253881
  nChanged 52
		SP:Iteration 10Q (55168.480000 sec): 3 clusters
  Score: Raw -334402.598134 + Penalty 2685.666891 = -331716.931243
  nChanged 42
		SP:Iteration 11Q (55168.550000 sec): 3 clusters
  Score: Raw -334419.276700 + Penalty 2685.666891 = -331733.609809
  nChanged 32
		SP:Iteration 12Q (55168.620000 sec): 3 clusters
  Score: Raw -334430.002813 + Penalty 2685.666891 = -331744.335923
  nChanged 17
		SP:Iteration 13Q (55168.690000 sec): 3 clusters
  Score: Raw -334435.336400 + Penalty 2685.666891 = -331749.669509
  nChanged 11
		SP:Iteration 14Q (55168.760000 sec): 3 clusters
  Score: Raw -334439.163322 + Penalty 2685.666891 = -331753.496431
  nChanged 11
		SP:Iteration 15Q (55168.830000 sec): 3 clusters
  Score: Raw -334442.147063 + Penalty 2685.666891 = -331756.480172
  nChanged 11
		SP:Iteration 16Q (55168.900000 sec): 3 clusters
  Score: Raw -334444.707447 + Penalty 2685.666891 = -331759.040556
  nChanged 10
		SP:Iteration 17Q (55168.980000 sec): 3 clusters
  Score: Raw -334447.313433 + Penalty 2685.666891 = -331761.646543
  nChanged 13
		SP:Iteration 18Q (55169.050000 sec): 3 clusters
  Score: Raw -334450.232201 + Penalty 2685.666891 = -331764.565310
  nChanged 5
		SP:Iteration 19Q (55169.190000 sec): 3 clusters
  Score: Raw -334451.245597 + Penalty 2685.666891 = -331765.578706
  nChanged 4
		SP:Iteration 20F (55169.260000 sec): 3 clusters
  Score: Raw -334452.038979 + Penalty 2685.666891 = -331766.372088
  nChanged 3
		SP:Iteration 21Q (55169.330000 sec): 3 clusters
  Score: Raw -334453.413601 + Penalty 2685.666891 = -331767.746710
  nChanged 1
		SP:Iteration 22Q (55169.400000 sec): 3 clusters
  Score: Raw -334453.599917 + Penalty 2685.666891 = -331767.933027
  nChanged 0
		SP:Iteration 23F (55169.480000 sec): 3 clusters
  Score: Raw -334453.599917 + Penalty 2685.666891 = -331767.933027
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (16290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55169.660000 sec): 2 clusters
  Score: Raw -1374971.614617 + Penalty 1575.974839 = -1373395.639778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55169.970000 sec): 3 clusters
  Score: Raw -1365351.259853 + Penalty 3151.949678 = -1362199.310175
  nChanged 7180
		SP:Iteration 1F (55170.270000 sec): 3 clusters
  Score: Raw -1369690.304117 + Penalty 3151.949678 = -1366538.354439
  nChanged 1187
		SP:Iteration 2F (55170.580000 sec): 3 clusters
  Score: Raw -1370538.084872 + Penalty 3151.949678 = -1367386.135194
  nChanged 1229
		SP:Iteration 3F (55170.880000 sec): 3 clusters
  Score: Raw -1371449.066207 + Penalty 3151.949678 = -1368297.116529
  nChanged 1182
		SP:Iteration 4F (55171.180000 sec): 3 clusters
  Score: Raw -1372269.413271 + Penalty 3151.949678 = -1369117.463593
  nChanged 988
		SP:Iteration 5F (55171.490000 sec): 3 clusters
  Score: Raw -1372916.889410 + Penalty 3151.949678 = -1369764.939732
  nChanged 816
		SP:Iteration 6F (55171.790000 sec): 3 clusters
  Score: Raw -1373354.476354 + Penalty 3151.949678 = -1370202.526676
  nChanged 659
		SP:Iteration 7Q (55172.100000 sec): 3 clusters
  Score: Raw -1373641.443728 + Penalty 3151.949678 = -1370489.494050
  nChanged 501
		SP:Iteration 8Q (55172.400000 sec): 3 clusters
  Score: Raw -1373836.994979 + Penalty 3151.949678 = -1370685.045301
  nChanged 383
		SP:Iteration 9Q (55172.630000 sec): 3 clusters
  Score: Raw -1373965.628628 + Penalty 3151.949678 = -1370813.678950
  nChanged 334
		SP:Iteration 10Q (55172.920000 sec): 3 clusters
  Score: Raw -1374083.396546 + Penalty 3151.949678 = -1370931.446868
  nChanged 330
		SP:Iteration 11Q (55173.230000 sec): 3 clusters
  Score: Raw -1374216.633505 + Penalty 3151.949678 = -1371064.683827
  nChanged 306
		SP:Iteration 12Q (55173.540000 sec): 3 clusters
  Score: Raw -1374343.378527 + Penalty 3151.949678 = -1371191.428849
  nChanged 300
		SP:Iteration 13Q (55173.840000 sec): 3 clusters
  Score: Raw -1374473.067742 + Penalty 3151.949678 = -1371321.118064
  nChanged 272
		SP:Iteration 14Q (55174.140000 sec): 3 clusters
  Score: Raw -1374594.937053 + Penalty 3151.949678 = -1371442.987375
  nChanged 292
		SP:Iteration 15Q (55174.430000 sec): 3 clusters
  Score: Raw -1374701.524399 + Penalty 3151.949678 = -1371549.574721
  nChanged 246
		SP:Iteration 16Q (55174.740000 sec): 3 clusters
  Score: Raw -1374785.466054 + Penalty 3151.949678 = -1371633.516376
  nChanged 219
		SP:Iteration 17Q (55175.040000 sec): 3 clusters
  Score: Raw -1374847.534494 + Penalty 3151.949678 = -1371695.584816
  nChanged 193
		SP:Iteration 18Q (55175.340000 sec): 3 clusters
  Score: Raw -1374894.577211 + Penalty 3151.949678 = -1371742.627533
  nChanged 155
		SP:Iteration 19Q (55175.640000 sec): 3 clusters
  Score: Raw -1374925.571895 + Penalty 3151.949678 = -1371773.622217
  nChanged 107
		SP:Iteration 20F (55175.950000 sec): 3 clusters
  Score: Raw -1374945.819768 + Penalty 3151.949678 = -1371793.870090
  nChanged 104
		SP:Iteration 21Q (55176.260000 sec): 3 clusters
  Score: Raw -1374962.482627 + Penalty 3151.949678 = -1371810.532949
  nChanged 83
		SP:Iteration 22Q (55176.560000 sec): 3 clusters
  Score: Raw -1374974.930141 + Penalty 3151.949678 = -1371822.980463
  nChanged 63
		SP:Iteration 23Q (55176.820000 sec): 3 clusters
  Score: Raw -1374984.026757 + Penalty 3151.949678 = -1371832.077079
  nChanged 59
		SP:Iteration 24Q (55177.120000 sec): 3 clusters
  Score: Raw -1374990.475189 + Penalty 3151.949678 = -1371838.525511
  nChanged 44
		SP:Iteration 25Q (55177.460000 sec): 3 clusters
  Score: Raw -1374994.625507 + Penalty 3151.949678 = -1371842.675829
  nChanged 30
		SP:Iteration 26Q (55177.770000 sec): 3 clusters
  Score: Raw -1374997.446048 + Penalty 3151.949678 = -1371845.496370
  nChanged 37
		SP:Iteration 27Q (55178.030000 sec): 3 clusters
  Score: Raw -1375002.531281 + Penalty 3151.949678 = -1371850.581603
  nChanged 28
		SP:Iteration 28Q (55178.330000 sec): 3 clusters
  Score: Raw -1375005.254458 + Penalty 3151.949678 = -1371853.304780
  nChanged 23
		SP:Iteration 29Q (55178.640000 sec): 3 clusters
  Score: Raw -1375007.652974 + Penalty 3151.949678 = -1371855.703296
  nChanged 26
		SP:Iteration 30Q (55178.940000 sec): 3 clusters
  Score: Raw -1375010.270364 + Penalty 3151.949678 = -1371858.320686
  nChanged 18
		SP:Iteration 31Q (55179.240000 sec): 3 clusters
  Score: Raw -1375012.080086 + Penalty 3151.949678 = -1371860.130408
  nChanged 13
		SP:Iteration 32Q (55179.540000 sec): 3 clusters
  Score: Raw -1375013.314561 + Penalty 3151.949678 = -1371861.364883
  nChanged 18
		SP:Iteration 33Q (55179.820000 sec): 3 clusters
  Score: Raw -1375015.080062 + Penalty 3151.949678 = -1371863.130384
  nChanged 11
		SP:Iteration 34Q (55180.120000 sec): 3 clusters
  Score: Raw -1375016.332661 + Penalty 3151.949678 = -1371864.382983
  nChanged 13
		SP:Iteration 35Q (55180.420000 sec): 3 clusters
  Score: Raw -1375017.250028 + Penalty 3151.949678 = -1371865.300350
  nChanged 10
		SP:Iteration 36Q (55180.720000 sec): 3 clusters
  Score: Raw -1375018.181446 + Penalty 3151.949678 = -1371866.231768
  nChanged 5
		SP:Iteration 37Q (55181.100000 sec): 3 clusters
  Score: Raw -1375018.450675 + Penalty 3151.949678 = -1371866.500997
  nChanged 9
		SP:Iteration 38Q (55181.320000 sec): 3 clusters
  Score: Raw -1375019.084174 + Penalty 3151.949678 = -1371867.134496
  nChanged 10
		SP:Iteration 39Q (55181.630000 sec): 3 clusters
  Score: Raw -1375019.918560 + Penalty 3151.949678 = -1371867.968882
  nChanged 11
		SP:Iteration 40F (55181.930000 sec): 3 clusters
  Score: Raw -1375020.902124 + Penalty 3151.949678 = -1371868.952446
  nChanged 8
		SP:Iteration 41Q (55182.240000 sec): 3 clusters
  Score: Raw -1375021.612101 + Penalty 3151.949678 = -1371869.662423
  nChanged 11
		SP:Iteration 42Q (55182.540000 sec): 3 clusters
  Score: Raw -1375022.212945 + Penalty 3151.949678 = -1371870.263267
  nChanged 3
		SP:Iteration 43Q (55182.850000 sec): 3 clusters
  Score: Raw -1375022.402386 + Penalty 3151.949678 = -1371870.452708
  nChanged 2
		SP:Iteration 44Q (55183.150000 sec): 3 clusters
  Score: Raw -1375022.538410 + Penalty 3151.949678 = -1371870.588732
  nChanged 4
		SP:Iteration 45Q (55183.450000 sec): 3 clusters
  Score: Raw -1375022.854994 + Penalty 3151.949678 = -1371870.905315
  nChanged 3
		SP:Iteration 46Q (55183.760000 sec): 3 clusters
  Score: Raw -1375023.006473 + Penalty 3151.949678 = -1371871.056795
  nChanged 4
		SP:Iteration 47Q (55184.060000 sec): 3 clusters
  Score: Raw -1375023.284194 + Penalty 3151.949678 = -1371871.334516
  nChanged 6
		SP:Iteration 48Q (55184.320000 sec): 3 clusters
  Score: Raw -1375023.795959 + Penalty 3151.949678 = -1371871.846281
  nChanged 5
		SP:Iteration 49Q (55184.630000 sec): 3 clusters
  Score: Raw -1375024.090866 + Penalty 3151.949678 = -1371872.141188
  nChanged 2
		SP:Iteration 50Q (55184.930000 sec): 3 clusters
  Score: Raw -1375024.296889 + Penalty 3151.949678 = -1371872.347211
  nChanged 0
		SP:Iteration 51F (55185.230000 sec): 3 clusters
  Score: Raw -1375024.296889 + Penalty 3151.949678 = -1371872.347211
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55185.320000 sec): 2 clusters
  Score: Raw -60890.609495 + Penalty 1100.253281 = -59790.356213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55185.500000 sec): 3 clusters
  Score: Raw -60658.099478 + Penalty 2200.506563 = -58457.592915
  nChanged 282
		SP:Iteration 1F (55185.670000 sec): 3 clusters
  Score: Raw -61027.912330 + Penalty 2200.506563 = -58827.405767
  nChanged 92
		SP:Iteration 2F (55185.840000 sec): 3 clusters
  Score: Raw -61172.833726 + Penalty 2200.506563 = -58972.327163
  nChanged 56
		SP:Iteration 3F (55186.020000 sec): 3 clusters
  Score: Raw -61267.544028 + Penalty 2200.506563 = -59067.037465
  nChanged 34
		SP:Iteration 4Q (55186.200000 sec): 3 clusters
  Score: Raw -61341.139847 + Penalty 2200.506563 = -59140.633284
  nChanged 21
		SP:Iteration 5Q (55186.370000 sec): 3 clusters
  Score: Raw -61386.849513 + Penalty 2200.506563 = -59186.342950
  nChanged 13
		SP:Iteration 6Q (55186.550000 sec): 3 clusters
  Score: Raw -61421.589010 + Penalty 2200.506563 = -59221.082447
  nChanged 16
		SP:Iteration 7Q (55186.720000 sec): 3 clusters
  Score: Raw -61453.163408 + Penalty 2200.506563 = -59252.656845
  nChanged 12
		SP:Iteration 8Q (55186.900000 sec): 3 clusters
  Score: Raw -61491.723767 + Penalty 2200.506563 = -59291.217205
  nChanged 17
		SP:Iteration 9Q (55187.080000 sec): 3 clusters
  Score: Raw -61511.986029 + Penalty 2200.506563 = -59311.479466
  nChanged 12
		SP:Iteration 10Q (55187.250000 sec): 3 clusters
  Score: Raw -61532.557922 + Penalty 2200.506563 = -59332.051359
  nChanged 12
		SP:Iteration 11Q (55187.430000 sec): 3 clusters
  Score: Raw -61550.649565 + Penalty 2200.506563 = -59350.143002
  nChanged 8
		SP:Iteration 12Q (55187.600000 sec): 3 clusters
  Score: Raw -61560.383926 + Penalty 2200.506563 = -59359.877364
  nChanged 9
		SP:Iteration 13Q (55187.780000 sec): 3 clusters
  Score: Raw -61573.357638 + Penalty 2200.506563 = -59372.851075
  nChanged 6
		SP:Iteration 14Q (55187.950000 sec): 3 clusters
  Score: Raw -61578.454619 + Penalty 2200.506563 = -59377.948056
  nChanged 7
		SP:Iteration 15Q (55188.130000 sec): 3 clusters
  Score: Raw -61586.848149 + Penalty 2200.506563 = -59386.341586
  nChanged 3
		SP:Iteration 16Q (55188.300000 sec): 3 clusters
  Score: Raw -61590.339275 + Penalty 2200.506563 = -59389.832712
  nChanged 5
		SP:Iteration 17Q (55188.480000 sec): 3 clusters
  Score: Raw -61595.947580 + Penalty 2200.506563 = -59395.441018
  nChanged 3
		SP:Iteration 18Q (55188.660000 sec): 3 clusters
  Score: Raw -61598.227435 + Penalty 2200.506563 = -59397.720872
  nChanged 2
		SP:Iteration 19Q (55188.830000 sec): 3 clusters
  Score: Raw -61599.300990 + Penalty 2200.506563 = -59398.794427
  nChanged 1
		SP:Iteration 20F (55189.010000 sec): 3 clusters
  Score: Raw -61600.183235 + Penalty 2200.506563 = -59399.676672
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (2254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55189.140000 sec): 2 clusters
  Score: Raw -188916.821265 + Penalty 1254.575025 = -187662.246240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55189.300000 sec): 3 clusters
  Score: Raw -187939.091488 + Penalty 2509.150051 = -185429.941437
  nChanged 814
		SP:Iteration 1F (55189.470000 sec): 3 clusters
  Score: Raw -188585.378856 + Penalty 2509.150051 = -186076.228805
  nChanged 234
		SP:Iteration 2F (55189.630000 sec): 3 clusters
  Score: Raw -188832.866136 + Penalty 2509.150051 = -186323.716085
  nChanged 166
		SP:Iteration 3F (55189.790000 sec): 3 clusters
  Score: Raw -189007.362170 + Penalty 2509.150051 = -186498.212119
  nChanged 121
		SP:Iteration 4F (55189.950000 sec): 3 clusters
  Score: Raw -189096.214986 + Penalty 2509.150051 = -186587.064935
  nChanged 67
		SP:Iteration 5Q (55190.110000 sec): 3 clusters
  Score: Raw -189147.644335 + Penalty 2509.150051 = -186638.494284
  nChanged 59
		SP:Iteration 6Q (55190.230000 sec): 3 clusters
  Score: Raw -189198.803275 + Penalty 2509.150051 = -186689.653224
  nChanged 37
		SP:Iteration 7Q (55190.410000 sec): 3 clusters
  Score: Raw -189230.411871 + Penalty 2509.150051 = -186721.261820
  nChanged 37
		SP:Iteration 8Q (55190.580000 sec): 3 clusters
  Score: Raw -189262.166042 + Penalty 2509.150051 = -186753.015991
  nChanged 28
		SP:Iteration 9Q (55190.760000 sec): 3 clusters
  Score: Raw -189284.111233 + Penalty 2509.150051 = -186774.961182
  nChanged 26
		SP:Iteration 10Q (55190.920000 sec): 3 clusters
  Score: Raw -189303.954277 + Penalty 2509.150051 = -186794.804226
  nChanged 21
		SP:Iteration 11Q (55191.080000 sec): 3 clusters
  Score: Raw -189320.211665 + Penalty 2509.150051 = -186811.061615
  nChanged 20
		SP:Iteration 12Q (55191.250000 sec): 3 clusters
  Score: Raw -189331.443020 + Penalty 2509.150051 = -186822.292969
  nChanged 15
		SP:Iteration 13Q (55191.420000 sec): 3 clusters
  Score: Raw -189339.274366 + Penalty 2509.150051 = -186830.124315
  nChanged 12
		SP:Iteration 14Q (55191.480000 sec): 3 clusters
  Score: Raw -189346.524079 + Penalty 2509.150051 = -186837.374029
  nChanged 11
		SP:Iteration 15Q (55191.540000 sec): 3 clusters
  Score: Raw -189352.717968 + Penalty 2509.150051 = -186843.567917
  nChanged 9
		SP:Iteration 16Q (55191.600000 sec): 3 clusters
  Score: Raw -189356.699473 + Penalty 2509.150051 = -186847.549423
  nChanged 8
		SP:Iteration 17Q (55191.650000 sec): 3 clusters
  Score: Raw -189361.158444 + Penalty 2509.150051 = -186852.008393
  nChanged 10
		SP:Iteration 18Q (55191.690000 sec): 3 clusters
  Score: Raw -189366.873793 + Penalty 2509.150051 = -186857.723742
  nChanged 10
		SP:Iteration 19Q (55191.740000 sec): 3 clusters
  Score: Raw -189374.448228 + Penalty 2509.150051 = -186865.298178
  nChanged 7
		SP:Iteration 20F (55191.780000 sec): 3 clusters
  Score: Raw -189377.380439 + Penalty 2509.150051 = -186868.230388
  nChanged 4
		SP:Iteration 21Q (55191.830000 sec): 3 clusters
  Score: Raw -189379.531640 + Penalty 2509.150051 = -186870.381589
  nChanged 4
		SP:Iteration 22Q (55191.870000 sec): 3 clusters
  Score: Raw -189381.001299 + Penalty 2509.150051 = -186871.851248
  nChanged 4
		SP:Iteration 23Q (55191.920000 sec): 3 clusters
  Score: Raw -189382.446884 + Penalty 2509.150051 = -186873.296834
  nChanged 4
		SP:Iteration 24Q (55191.960000 sec): 3 clusters
  Score: Raw -189384.207406 + Penalty 2509.150051 = -186875.057356
  nChanged 4
		SP:Iteration 25Q (55192.000000 sec): 3 clusters
  Score: Raw -189386.539866 + Penalty 2509.150051 = -186877.389816
  nChanged 8
		SP:Iteration 26Q (55192.050000 sec): 3 clusters
  Score: Raw -189392.669931 + Penalty 2509.150051 = -186883.519880
  nChanged 13
		SP:Iteration 27Q (55192.090000 sec): 3 clusters
  Score: Raw -189401.945372 + Penalty 2509.150051 = -186892.795321
  nChanged 9
		SP:Iteration 28Q (55192.130000 sec): 3 clusters
  Score: Raw -189409.315450 + Penalty 2509.150051 = -186900.165400
  nChanged 15
		SP:Iteration 29Q (55192.180000 sec): 3 clusters
  Score: Raw -189418.141259 + Penalty 2509.150051 = -186908.991208
  nChanged 9
		SP:Iteration 30Q (55192.220000 sec): 3 clusters
  Score: Raw -189422.099341 + Penalty 2509.150051 = -186912.949291
  nChanged 9
		SP:Iteration 31Q (55192.270000 sec): 3 clusters
  Score: Raw -189425.610562 + Penalty 2509.150051 = -186916.460512
  nChanged 5
		SP:Iteration 32Q (55192.320000 sec): 3 clusters
  Score: Raw -189428.097193 + Penalty 2509.150051 = -186918.947142
  nChanged 7
		SP:Iteration 33Q (55192.360000 sec): 3 clusters
  Score: Raw -189431.460940 + Penalty 2509.150051 = -186922.310889
  nChanged 6
		SP:Iteration 34Q (55192.400000 sec): 3 clusters
  Score: Raw -189433.972547 + Penalty 2509.150051 = -186924.822496
  nChanged 6
		SP:Iteration 35Q (55192.450000 sec): 3 clusters
  Score: Raw -189437.755026 + Penalty 2509.150051 = -186928.604975
  nChanged 7
		SP:Iteration 36Q (55192.490000 sec): 3 clusters
  Score: Raw -189442.050326 + Penalty 2509.150051 = -186932.900275
  nChanged 1
		SP:Iteration 37Q (55192.540000 sec): 3 clusters
  Score: Raw -189442.400709 + Penalty 2509.150051 = -186933.250658
  nChanged 2
		SP:Iteration 38Q (55192.580000 sec): 3 clusters
  Score: Raw -189443.308524 + Penalty 2509.150051 = -186934.158473
  nChanged 1
		SP:Iteration 39Q (55192.620000 sec): 3 clusters
  Score: Raw -189443.556358 + Penalty 2509.150051 = -186934.406307
  nChanged 1
		SP:Iteration 40F (55192.660000 sec): 3 clusters
  Score: Raw -189443.909868 + Penalty 2509.150051 = -186934.759817
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (6019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55192.770000 sec): 2 clusters
  Score: Raw -488023.231685 + Penalty 1414.184917 = -486609.046768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55192.990000 sec): 3 clusters
  Score: Raw -484741.663045 + Penalty 2828.369834 = -481913.293211
  nChanged 2479
		SP:Iteration 1F (55193.190000 sec): 3 clusters
  Score: Raw -486126.123816 + Penalty 2828.369834 = -483297.753982
  nChanged 462
		SP:Iteration 2F (55193.350000 sec): 3 clusters
  Score: Raw -486365.358465 + Penalty 2828.369834 = -483536.988631
  nChanged 360
		SP:Iteration 3F (55193.520000 sec): 3 clusters
  Score: Raw -486541.890378 + Penalty 2828.369834 = -483713.520545
  nChanged 274
		SP:Iteration 4Q (55193.680000 sec): 3 clusters
  Score: Raw -486660.443051 + Penalty 2828.369834 = -483832.073217
  nChanged 224
		SP:Iteration 5Q (55193.850000 sec): 3 clusters
  Score: Raw -486761.980740 + Penalty 2828.369834 = -483933.610907
  nChanged 219
		SP:Iteration 6Q (55194.010000 sec): 3 clusters
  Score: Raw -486868.977884 + Penalty 2828.369834 = -484040.608050
  nChanged 222
		SP:Iteration 7Q (55194.180000 sec): 3 clusters
  Score: Raw -486971.509571 + Penalty 2828.369834 = -484143.139738
  nChanged 210
		SP:Iteration 8Q (55194.340000 sec): 3 clusters
  Score: Raw -487064.080812 + Penalty 2828.369834 = -484235.710978
  nChanged 181
		SP:Iteration 9Q (55194.510000 sec): 3 clusters
  Score: Raw -487135.938676 + Penalty 2828.369834 = -484307.568842
  nChanged 166
		SP:Iteration 10Q (55194.680000 sec): 3 clusters
  Score: Raw -487205.636498 + Penalty 2828.369834 = -484377.266664
  nChanged 161
		SP:Iteration 11Q (55194.840000 sec): 3 clusters
  Score: Raw -487277.263502 + Penalty 2828.369834 = -484448.893668
  nChanged 155
		SP:Iteration 12Q (55195.010000 sec): 3 clusters
  Score: Raw -487349.617645 + Penalty 2828.369834 = -484521.247811
  nChanged 137
		SP:Iteration 13Q (55195.180000 sec): 3 clusters
  Score: Raw -487423.122660 + Penalty 2828.369834 = -484594.752826
  nChanged 146
		SP:Iteration 14Q (55195.340000 sec): 3 clusters
  Score: Raw -487495.659206 + Penalty 2828.369834 = -484667.289372
  nChanged 124
		SP:Iteration 15Q (55195.510000 sec): 3 clusters
  Score: Raw -487547.030147 + Penalty 2828.369834 = -484718.660313
  nChanged 117
		SP:Iteration 16Q (55195.680000 sec): 3 clusters
  Score: Raw -487599.396053 + Penalty 2828.369834 = -484771.026219
  nChanged 123
		SP:Iteration 17Q (55195.840000 sec): 3 clusters
  Score: Raw -487664.656530 + Penalty 2828.369834 = -484836.286696
  nChanged 122
		SP:Iteration 18Q (55195.990000 sec): 3 clusters
  Score: Raw -487736.054551 + Penalty 2828.369834 = -484907.684718
  nChanged 123
		SP:Iteration 19Q (55196.090000 sec): 3 clusters
  Score: Raw -487798.763364 + Penalty 2828.369834 = -484970.393531
  nChanged 98
		SP:Iteration 20F (55196.190000 sec): 3 clusters
  Score: Raw -487851.832297 + Penalty 2828.369834 = -485023.462463
  nChanged 100
		SP:Iteration 21Q (55196.390000 sec): 3 clusters
  Score: Raw -487908.223359 + Penalty 2828.369834 = -485079.853525
  nChanged 100
		SP:Iteration 22Q (55196.610000 sec): 3 clusters
  Score: Raw -487968.065252 + Penalty 2828.369834 = -485139.695418
  nChanged 75
		SP:Iteration 23Q (55196.740000 sec): 3 clusters
  Score: Raw -488009.775878 + Penalty 2828.369834 = -485181.406044
  nChanged 69
		SP:Iteration 24Q (55196.910000 sec): 3 clusters
  Score: Raw -488050.861401 + Penalty 2828.369834 = -485222.491567
  nChanged 54
		SP:Iteration 25Q (55197.080000 sec): 3 clusters
  Score: Raw -488082.034210 + Penalty 2828.369834 = -485253.664377
  nChanged 37
		SP:Iteration 26Q (55197.240000 sec): 3 clusters
  Score: Raw -488100.917820 + Penalty 2828.369834 = -485272.547986
  nChanged 28
		SP:Iteration 27Q (55197.410000 sec): 3 clusters
  Score: Raw -488117.078781 + Penalty 2828.369834 = -485288.708947
  nChanged 29
		SP:Iteration 28Q (55197.580000 sec): 3 clusters
  Score: Raw -488131.385466 + Penalty 2828.369834 = -485303.015633
  nChanged 29
		SP:Iteration 29Q (55197.750000 sec): 3 clusters
  Score: Raw -488144.168503 + Penalty 2828.369834 = -485315.798669
  nChanged 22
		SP:Iteration 30Q (55197.920000 sec): 3 clusters
  Score: Raw -488156.166913 + Penalty 2828.369834 = -485327.797079
  nChanged 19
		SP:Iteration 31Q (55198.080000 sec): 3 clusters
  Score: Raw -488163.437407 + Penalty 2828.369834 = -485335.067574
  nChanged 17
		SP:Iteration 32Q (55198.250000 sec): 3 clusters
  Score: Raw -488173.714791 + Penalty 2828.369834 = -485345.344958
  nChanged 17
		SP:Iteration 33Q (55198.420000 sec): 3 clusters
  Score: Raw -488184.432031 + Penalty 2828.369834 = -485356.062198
  nChanged 17
		SP:Iteration 34Q (55198.580000 sec): 3 clusters
  Score: Raw -488194.957058 + Penalty 2828.369834 = -485366.587224
  nChanged 13
		SP:Iteration 35Q (55198.750000 sec): 3 clusters
  Score: Raw -488202.177305 + Penalty 2828.369834 = -485373.807471
  nChanged 11
		SP:Iteration 36Q (55198.920000 sec): 3 clusters
  Score: Raw -488208.133976 + Penalty 2828.369834 = -485379.764142
  nChanged 6
		SP:Iteration 37Q (55199.080000 sec): 3 clusters
  Score: Raw -488212.283084 + Penalty 2828.369834 = -485383.913250
  nChanged 11
		SP:Iteration 38Q (55199.260000 sec): 3 clusters
  Score: Raw -488217.914107 + Penalty 2828.369834 = -485389.544273
  nChanged 10
		SP:Iteration 39Q (55199.420000 sec): 3 clusters
  Score: Raw -488223.340490 + Penalty 2828.369834 = -485394.970657
  nChanged 8
		SP:Iteration 40F (55199.590000 sec): 3 clusters
  Score: Raw -488227.464177 + Penalty 2828.369834 = -485399.094343
  nChanged 10
		SP:Iteration 41Q (55199.760000 sec): 3 clusters
  Score: Raw -488231.030337 + Penalty 2828.369834 = -485402.660503
  nChanged 4
		SP:Iteration 42Q (55199.920000 sec): 3 clusters
  Score: Raw -488233.647265 + Penalty 2828.369834 = -485405.277431
  nChanged 8
		SP:Iteration 43Q (55200.090000 sec): 3 clusters
  Score: Raw -488239.321064 + Penalty 2828.369834 = -485410.951231
  nChanged 12
		SP:Iteration 44Q (55200.260000 sec): 3 clusters
  Score: Raw -488249.449469 + Penalty 2828.369834 = -485421.079635
  nChanged 11
		SP:Iteration 45Q (55200.430000 sec): 3 clusters
  Score: Raw -488259.159232 + Penalty 2828.369834 = -485430.789398
  nChanged 11
		SP:Iteration 46Q (55200.640000 sec): 3 clusters
  Score: Raw -488265.660990 + Penalty 2828.369834 = -485437.291156
  nChanged 8
		SP:Iteration 47Q (55200.800000 sec): 3 clusters
  Score: Raw -488271.356874 + Penalty 2828.369834 = -485442.987040
  nChanged 8
		SP:Iteration 48Q (55200.970000 sec): 3 clusters
  Score: Raw -488278.034720 + Penalty 2828.369834 = -485449.664887
  nChanged 10
		SP:Iteration 49Q (55201.140000 sec): 3 clusters
  Score: Raw -488285.790881 + Penalty 2828.369834 = -485457.421047
  nChanged 10
		SP:Iteration 50Q (55201.300000 sec): 3 clusters
  Score: Raw -488292.477677 + Penalty 2828.369834 = -485464.107844
  nChanged 7
		SP:Iteration 51Q (55201.520000 sec): 3 clusters
  Score: Raw -488295.819188 + Penalty 2828.369834 = -485467.449355
  nChanged 3
		SP:Iteration 52Q (55201.680000 sec): 3 clusters
  Score: Raw -488298.440121 + Penalty 2828.369834 = -485470.070287
  nChanged 8
		SP:Iteration 53Q (55201.850000 sec): 3 clusters
  Score: Raw -488303.747955 + Penalty 2828.369834 = -485475.378122
  nChanged 11
		SP:Iteration 54Q (55202.020000 sec): 3 clusters
  Score: Raw -488314.283984 + Penalty 2828.369834 = -485485.914151
  nChanged 14
		SP:Iteration 55Q (55202.180000 sec): 3 clusters
  Score: Raw -488325.750826 + Penalty 2828.369834 = -485497.380992
  nChanged 17
		SP:Iteration 56Q (55202.350000 sec): 3 clusters
  Score: Raw -488342.655122 + Penalty 2828.369834 = -485514.285289
  nChanged 20
		SP:Iteration 57Q (55202.520000 sec): 3 clusters
  Score: Raw -488359.620718 + Penalty 2828.369834 = -485531.250884
  nChanged 13
		SP:Iteration 58Q (55202.730000 sec): 3 clusters
  Score: Raw -488367.340819 + Penalty 2828.369834 = -485538.970986
  nChanged 8
		SP:Iteration 59Q (55202.900000 sec): 3 clusters
  Score: Raw -488373.809366 + Penalty 2828.369834 = -485545.439533
  nChanged 11
		SP:Iteration 60F (55203.060000 sec): 3 clusters
  Score: Raw -488382.049474 + Penalty 2828.369834 = -485553.679640
  nChanged 3
		SP:Iteration 61Q (55203.230000 sec): 3 clusters
  Score: Raw -488384.090406 + Penalty 2828.369834 = -485555.720572
  nChanged 1
		SP:Iteration 62Q (55203.400000 sec): 3 clusters
  Score: Raw -488385.490914 + Penalty 2828.369834 = -485557.121080
  nChanged 5
		SP:Iteration 63Q (55203.560000 sec): 3 clusters
  Score: Raw -488389.770279 + Penalty 2828.369834 = -485561.400445
  nChanged 2
		SP:Iteration 64Q (55203.730000 sec): 3 clusters
  Score: Raw -488391.411181 + Penalty 2828.369834 = -485563.041347
  nChanged 2
		SP:Iteration 65Q (55203.900000 sec): 3 clusters
  Score: Raw -488392.849732 + Penalty 2828.369834 = -485564.479899
  nChanged 1
		SP:Iteration 66Q (55204.060000 sec): 3 clusters
  Score: Raw -488393.763693 + Penalty 2828.369834 = -485565.393859
  nChanged 3
		SP:Iteration 67Q (55204.230000 sec): 3 clusters
  Score: Raw -488395.308493 + Penalty 2828.369834 = -485566.938659
  nChanged 2
		SP:Iteration 68Q (55204.400000 sec): 3 clusters
  Score: Raw -488397.646186 + Penalty 2828.369834 = -485569.276352
  nChanged 2
		SP:Iteration 69Q (55204.560000 sec): 3 clusters
  Score: Raw -488398.444835 + Penalty 2828.369834 = -485570.075001
  nChanged 0
		SP:Iteration 70F (55204.730000 sec): 3 clusters
  Score: Raw -488398.444835 + Penalty 2828.369834 = -485570.075001
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (7521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55204.840000 sec): 2 clusters
  Score: Raw -676818.688994 + Penalty 1450.386338 = -675368.302656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55205.040000 sec): 3 clusters
  Score: Raw -672704.835349 + Penalty 2900.772676 = -669804.062674
  nChanged 3161
		SP:Iteration 1F (55205.230000 sec): 3 clusters
  Score: Raw -674753.412651 + Penalty 2900.772676 = -671852.639975
  nChanged 715
		SP:Iteration 2F (55205.430000 sec): 3 clusters
  Score: Raw -675395.361141 + Penalty 2900.772676 = -672494.588465
  nChanged 618
		SP:Iteration 3F (55205.630000 sec): 3 clusters
  Score: Raw -675928.849424 + Penalty 2900.772676 = -673028.076748
  nChanged 506
		SP:Iteration 4F (55205.830000 sec): 3 clusters
  Score: Raw -676331.430292 + Penalty 2900.772676 = -673430.657617
  nChanged 432
		SP:Iteration 5F (55206.030000 sec): 3 clusters
  Score: Raw -676632.439494 + Penalty 2900.772676 = -673731.666818
  nChanged 337
		SP:Iteration 6Q (55206.230000 sec): 3 clusters
  Score: Raw -676813.120260 + Penalty 2900.772676 = -673912.347584
  nChanged 231
		SP:Iteration 7Q (55206.430000 sec): 3 clusters
  Score: Raw -676915.898036 + Penalty 2900.772676 = -674015.125361
  nChanged 195
		SP:Iteration 8Q (55206.630000 sec): 3 clusters
  Score: Raw -676992.848976 + Penalty 2900.772676 = -674092.076301
  nChanged 135
		SP:Iteration 9Q (55206.830000 sec): 3 clusters
  Score: Raw -677043.530036 + Penalty 2900.772676 = -674142.757360
  nChanged 109
		SP:Iteration 10Q (55207.030000 sec): 3 clusters
  Score: Raw -677082.630679 + Penalty 2900.772676 = -674181.858003
  nChanged 106
		SP:Iteration 11Q (55207.220000 sec): 3 clusters
  Score: Raw -677114.909631 + Penalty 2900.772676 = -674214.136955
  nChanged 85
		SP:Iteration 12Q (55207.430000 sec): 3 clusters
  Score: Raw -677140.574069 + Penalty 2900.772676 = -674239.801394
  nChanged 72
		SP:Iteration 13Q (55207.620000 sec): 3 clusters
  Score: Raw -677161.588835 + Penalty 2900.772676 = -674260.816159
  nChanged 67
		SP:Iteration 14Q (55207.820000 sec): 3 clusters
  Score: Raw -677177.944808 + Penalty 2900.772676 = -674277.172132
  nChanged 50
		SP:Iteration 15Q (55208.020000 sec): 3 clusters
  Score: Raw -677191.792553 + Penalty 2900.772676 = -674291.019878
  nChanged 57
		SP:Iteration 16Q (55208.220000 sec): 3 clusters
  Score: Raw -677206.230947 + Penalty 2900.772676 = -674305.458271
  nChanged 45
		SP:Iteration 17Q (55208.420000 sec): 3 clusters
  Score: Raw -677217.024434 + Penalty 2900.772676 = -674316.251759
  nChanged 49
		SP:Iteration 18Q (55208.620000 sec): 3 clusters
  Score: Raw -677227.676165 + Penalty 2900.772676 = -674326.903490
  nChanged 50
		SP:Iteration 19Q (55208.820000 sec): 3 clusters
  Score: Raw -677241.740775 + Penalty 2900.772676 = -674340.968100
  nChanged 52
		SP:Iteration 20F (55209.020000 sec): 3 clusters
  Score: Raw -677258.584874 + Penalty 2900.772676 = -674357.812198
  nChanged 61
		SP:Iteration 21Q (55209.220000 sec): 3 clusters
  Score: Raw -677274.307033 + Penalty 2900.772676 = -674373.534357
  nChanged 71
		SP:Iteration 22Q (55209.420000 sec): 3 clusters
  Score: Raw -677293.614817 + Penalty 2900.772676 = -674392.842141
  nChanged 67
		SP:Iteration 23Q (55209.620000 sec): 3 clusters
  Score: Raw -677308.930093 + Penalty 2900.772676 = -674408.157417
  nChanged 53
		SP:Iteration 24Q (55209.810000 sec): 3 clusters
  Score: Raw -677319.826147 + Penalty 2900.772676 = -674419.053471
  nChanged 45
		SP:Iteration 25Q (55210.010000 sec): 3 clusters
  Score: Raw -677328.356494 + Penalty 2900.772676 = -674427.583818
  nChanged 39
		SP:Iteration 26Q (55210.210000 sec): 3 clusters
  Score: Raw -677339.012333 + Penalty 2900.772676 = -674438.239657
  nChanged 41
		SP:Iteration 27Q (55210.410000 sec): 3 clusters
  Score: Raw -677354.270538 + Penalty 2900.772676 = -674453.497862
  nChanged 57
		SP:Iteration 28Q (55210.530000 sec): 3 clusters
  Score: Raw -677377.283744 + Penalty 2900.772676 = -674476.511068
  nChanged 67
		SP:Iteration 29Q (55210.640000 sec): 3 clusters
  Score: Raw -677401.058909 + Penalty 2900.772676 = -674500.286233
  nChanged 70
		SP:Iteration 30Q (55210.840000 sec): 3 clusters
  Score: Raw -677424.784578 + Penalty 2900.772676 = -674524.011902
  nChanged 63
		SP:Iteration 31Q (55211.040000 sec): 3 clusters
  Score: Raw -677444.311876 + Penalty 2900.772676 = -674543.539201
  nChanged 57
		SP:Iteration 32Q (55211.240000 sec): 3 clusters
  Score: Raw -677461.321386 + Penalty 2900.772676 = -674560.548710
  nChanged 55
		SP:Iteration 33Q (55211.440000 sec): 3 clusters
  Score: Raw -677479.443116 + Penalty 2900.772676 = -674578.670440
  nChanged 51
		SP:Iteration 34Q (55211.640000 sec): 3 clusters
  Score: Raw -677497.559601 + Penalty 2900.772676 = -674596.786925
  nChanged 56
		SP:Iteration 35Q (55211.840000 sec): 3 clusters
  Score: Raw -677516.913404 + Penalty 2900.772676 = -674616.140728
  nChanged 68
		SP:Iteration 36Q (55212.040000 sec): 3 clusters
  Score: Raw -677540.053664 + Penalty 2900.772676 = -674639.280989
  nChanged 62
		SP:Iteration 37Q (55212.240000 sec): 3 clusters
  Score: Raw -677561.728911 + Penalty 2900.772676 = -674660.956236
  nChanged 58
		SP:Iteration 38Q (55212.440000 sec): 3 clusters
  Score: Raw -677585.386033 + Penalty 2900.772676 = -674684.613357
  nChanged 71
		SP:Iteration 39Q (55212.640000 sec): 3 clusters
  Score: Raw -677608.616495 + Penalty 2900.772676 = -674707.843819
  nChanged 66
		SP:Iteration 40F (55212.840000 sec): 3 clusters
  Score: Raw -677627.174691 + Penalty 2900.772676 = -674726.402016
  nChanged 56
		SP:Iteration 41Q (55213.040000 sec): 3 clusters
  Score: Raw -677642.711292 + Penalty 2900.772676 = -674741.938616
  nChanged 43
		SP:Iteration 42Q (55213.240000 sec): 3 clusters
  Score: Raw -677653.015826 + Penalty 2900.772676 = -674752.243150
  nChanged 37
		SP:Iteration 43Q (55213.440000 sec): 3 clusters
  Score: Raw -677661.840022 + Penalty 2900.772676 = -674761.067346
  nChanged 27
		SP:Iteration 44Q (55213.670000 sec): 3 clusters
  Score: Raw -677669.647402 + Penalty 2900.772676 = -674768.874726
  nChanged 26
		SP:Iteration 45Q (55213.880000 sec): 3 clusters
  Score: Raw -677674.830934 + Penalty 2900.772676 = -674774.058258
  nChanged 14
		SP:Iteration 46Q (55214.080000 sec): 3 clusters
  Score: Raw -677676.756331 + Penalty 2900.772676 = -674775.983655
  nChanged 10
		SP:Iteration 47Q (55214.320000 sec): 3 clusters
  Score: Raw -677678.952379 + Penalty 2900.772676 = -674778.179703
  nChanged 7
		SP:Iteration 48Q (55214.520000 sec): 3 clusters
  Score: Raw -677680.814681 + Penalty 2900.772676 = -674780.042005
  nChanged 9
		SP:Iteration 49Q (55214.720000 sec): 3 clusters
  Score: Raw -677682.146288 + Penalty 2900.772676 = -674781.373612
  nChanged 7
		SP:Iteration 50Q (55214.920000 sec): 3 clusters
  Score: Raw -677683.330231 + Penalty 2900.772676 = -674782.557555
  nChanged 8
		SP:Iteration 51Q (55215.120000 sec): 3 clusters
  Score: Raw -677684.822497 + Penalty 2900.772676 = -674784.049821
  nChanged 7
		SP:Iteration 52Q (55215.320000 sec): 3 clusters
  Score: Raw -677686.162707 + Penalty 2900.772676 = -674785.390031
  nChanged 11
		SP:Iteration 53Q (55215.520000 sec): 3 clusters
  Score: Raw -677688.225576 + Penalty 2900.772676 = -674787.452900
  nChanged 9
		SP:Iteration 54Q (55215.710000 sec): 3 clusters
  Score: Raw -677690.036216 + Penalty 2900.772676 = -674789.263540
  nChanged 7
		SP:Iteration 55Q (55215.910000 sec): 3 clusters
  Score: Raw -677691.021586 + Penalty 2900.772676 = -674790.248911
  nChanged 10
		SP:Iteration 56Q (55216.100000 sec): 3 clusters
  Score: Raw -677692.128208 + Penalty 2900.772676 = -674791.355532
  nChanged 4
		SP:Iteration 57Q (55216.220000 sec): 3 clusters
  Score: Raw -677692.599556 + Penalty 2900.772676 = -674791.826880
  nChanged 2
		SP:Iteration 58Q (55216.330000 sec): 3 clusters
  Score: Raw -677692.712986 + Penalty 2900.772676 = -674791.940311
  nChanged 3
		SP:Iteration 59Q (55216.450000 sec): 3 clusters
  Score: Raw -677693.319673 + Penalty 2900.772676 = -674792.546997
  nChanged 2
		SP:Iteration 60F (55216.650000 sec): 3 clusters
  Score: Raw -677693.478601 + Penalty 2900.772676 = -674792.705925
  nChanged 2
		SP:Iteration 61Q (55216.860000 sec): 3 clusters
  Score: Raw -677694.083312 + Penalty 2900.772676 = -674793.310636
  nChanged 3
		SP:Iteration 62Q (55217.070000 sec): 3 clusters
  Score: Raw -677694.514383 + Penalty 2900.772676 = -674793.741707
  nChanged 0
		SP:Iteration 63F (55217.280000 sec): 3 clusters
  Score: Raw -677694.514383 + Penalty 2900.772676 = -674793.741707
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (5432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55217.400000 sec): 2 clusters
  Score: Raw -461354.953456 + Penalty 1397.510184 = -459957.443272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55217.570000 sec): 3 clusters
  Score: Raw -458566.076761 + Penalty 2795.020368 = -455771.056393
  nChanged 2190
		SP:Iteration 1F (55217.740000 sec): 3 clusters
  Score: Raw -460189.994842 + Penalty 2795.020368 = -457394.974475
  nChanged 607
		SP:Iteration 2F (55217.920000 sec): 3 clusters
  Score: Raw -460930.269378 + Penalty 2795.020368 = -458135.249010
  nChanged 552
		SP:Iteration 3F (55218.090000 sec): 3 clusters
  Score: Raw -461552.305415 + Penalty 2795.020368 = -458757.285047
  nChanged 420
		SP:Iteration 4F (55218.260000 sec): 3 clusters
  Score: Raw -461997.173174 + Penalty 2795.020368 = -459202.152806
  nChanged 319
		SP:Iteration 5F (55218.430000 sec): 3 clusters
  Score: Raw -462310.404262 + Penalty 2795.020368 = -459515.383894
  nChanged 236
		SP:Iteration 6Q (55218.600000 sec): 3 clusters
  Score: Raw -462485.461356 + Penalty 2795.020368 = -459690.440989
  nChanged 168
		SP:Iteration 7Q (55218.780000 sec): 3 clusters
  Score: Raw -462576.042873 + Penalty 2795.020368 = -459781.022505
  nChanged 107
		SP:Iteration 8Q (55218.950000 sec): 3 clusters
  Score: Raw -462620.628729 + Penalty 2795.020368 = -459825.608362
  nChanged 68
		SP:Iteration 9Q (55219.120000 sec): 3 clusters
  Score: Raw -462642.846040 + Penalty 2795.020368 = -459847.825673
  nChanged 49
		SP:Iteration 10Q (55219.290000 sec): 3 clusters
  Score: Raw -462657.614205 + Penalty 2795.020368 = -459862.593838
  nChanged 32
		SP:Iteration 11Q (55219.460000 sec): 3 clusters
  Score: Raw -462665.706510 + Penalty 2795.020368 = -459870.686143
  nChanged 15
		SP:Iteration 12Q (55219.640000 sec): 3 clusters
  Score: Raw -462668.145893 + Penalty 2795.020368 = -459873.125525
  nChanged 12
		SP:Iteration 13Q (55219.810000 sec): 3 clusters
  Score: Raw -462671.614198 + Penalty 2795.020368 = -459876.593831
  nChanged 10
		SP:Iteration 14Q (55219.980000 sec): 3 clusters
  Score: Raw -462674.532279 + Penalty 2795.020368 = -459879.511912
  nChanged 9
		SP:Iteration 15Q (55220.160000 sec): 3 clusters
  Score: Raw -462677.066067 + Penalty 2795.020368 = -459882.045700
  nChanged 7
		SP:Iteration 16Q (55220.330000 sec): 3 clusters
  Score: Raw -462679.251604 + Penalty 2795.020368 = -459884.231236
  nChanged 7
		SP:Iteration 17Q (55220.500000 sec): 3 clusters
  Score: Raw -462680.599606 + Penalty 2795.020368 = -459885.579238
  nChanged 2
		SP:Iteration 18Q (55220.670000 sec): 3 clusters
  Score: Raw -462680.942236 + Penalty 2795.020368 = -459885.921869
  nChanged 0
		SP:Iteration 19F (55220.840000 sec): 3 clusters
  Score: Raw -462680.942236 + Penalty 2795.020368 = -459885.921869
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (3647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55220.950000 sec): 2 clusters
  Score: Raw -300136.481790 + Penalty 1332.769781 = -298803.712008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55221.120000 sec): 3 clusters
  Score: Raw -298433.610347 + Penalty 2665.539562 = -295768.070785
  nChanged 1418
		SP:Iteration 1F (55221.300000 sec): 3 clusters
  Score: Raw -299488.247640 + Penalty 2665.539562 = -296822.708078
  nChanged 335
		SP:Iteration 2F (55221.480000 sec): 3 clusters
  Score: Raw -299777.747450 + Penalty 2665.539562 = -297112.207888
  nChanged 249
		SP:Iteration 3F (55221.650000 sec): 3 clusters
  Score: Raw -300016.668353 + Penalty 2665.539562 = -297351.128791
  nChanged 213
		SP:Iteration 4F (55221.830000 sec): 3 clusters
  Score: Raw -300206.445475 + Penalty 2665.539562 = -297540.905913
  nChanged 171
		SP:Iteration 5Q (55222.000000 sec): 3 clusters
  Score: Raw -300328.863857 + Penalty 2665.539562 = -297663.324295
  nChanged 106
		SP:Iteration 6Q (55222.180000 sec): 3 clusters
  Score: Raw -300385.470021 + Penalty 2665.539562 = -297719.930459
  nChanged 80
		SP:Iteration 7Q (55222.350000 sec): 3 clusters
  Score: Raw -300429.451605 + Penalty 2665.539562 = -297763.912043
  nChanged 77
		SP:Iteration 8Q (55222.530000 sec): 3 clusters
  Score: Raw -300473.311976 + Penalty 2665.539562 = -297807.772414
  nChanged 60
		SP:Iteration 9Q (55222.700000 sec): 3 clusters
  Score: Raw -300502.497854 + Penalty 2665.539562 = -297836.958292
  nChanged 46
		SP:Iteration 10Q (55222.880000 sec): 3 clusters
  Score: Raw -300523.463164 + Penalty 2665.539562 = -297857.923602
  nChanged 40
		SP:Iteration 11Q (55223.060000 sec): 3 clusters
  Score: Raw -300540.848348 + Penalty 2665.539562 = -297875.308786
  nChanged 30
		SP:Iteration 12Q (55223.230000 sec): 3 clusters
  Score: Raw -300554.315220 + Penalty 2665.539562 = -297888.775658
  nChanged 24
		SP:Iteration 13Q (55223.410000 sec): 3 clusters
  Score: Raw -300562.244999 + Penalty 2665.539562 = -297896.705437
  nChanged 20
		SP:Iteration 14Q (55223.580000 sec): 3 clusters
  Score: Raw -300569.633277 + Penalty 2665.539562 = -297904.093715
  nChanged 15
		SP:Iteration 15Q (55223.760000 sec): 3 clusters
  Score: Raw -300574.905944 + Penalty 2665.539562 = -297909.366382
  nChanged 19
		SP:Iteration 16Q (55223.940000 sec): 3 clusters
  Score: Raw -300582.288017 + Penalty 2665.539562 = -297916.748455
  nChanged 17
		SP:Iteration 17Q (55224.110000 sec): 3 clusters
  Score: Raw -300587.349513 + Penalty 2665.539562 = -297921.809951
  nChanged 17
		SP:Iteration 18Q (55224.290000 sec): 3 clusters
  Score: Raw -300593.877036 + Penalty 2665.539562 = -297928.337474
  nChanged 19
		SP:Iteration 19Q (55224.470000 sec): 3 clusters
  Score: Raw -300601.147962 + Penalty 2665.539562 = -297935.608400
  nChanged 19
		SP:Iteration 20F (55224.640000 sec): 3 clusters
  Score: Raw -300607.671379 + Penalty 2665.539562 = -297942.131817
  nChanged 17
		SP:Iteration 21Q (55224.820000 sec): 3 clusters
  Score: Raw -300613.022052 + Penalty 2665.539562 = -297947.482490
  nChanged 15
		SP:Iteration 22Q (55224.990000 sec): 3 clusters
  Score: Raw -300617.621449 + Penalty 2665.539562 = -297952.081887
  nChanged 10
		SP:Iteration 23Q (55225.170000 sec): 3 clusters
  Score: Raw -300619.392618 + Penalty 2665.539562 = -297953.853056
  nChanged 5
		SP:Iteration 24Q (55225.350000 sec): 3 clusters
  Score: Raw -300620.549375 + Penalty 2665.539562 = -297955.009813
  nChanged 4
		SP:Iteration 25Q (55225.520000 sec): 3 clusters
  Score: Raw -300621.171010 + Penalty 2665.539562 = -297955.631448
  nChanged 4
		SP:Iteration 26Q (55225.700000 sec): 3 clusters
  Score: Raw -300622.279277 + Penalty 2665.539562 = -297956.739715
  nChanged 2
		SP:Iteration 27Q (55225.870000 sec): 3 clusters
  Score: Raw -300622.672507 + Penalty 2665.539562 = -297957.132945
  nChanged 5
		SP:Iteration 28Q (55226.050000 sec): 3 clusters
  Score: Raw -300624.076676 + Penalty 2665.539562 = -297958.537114
  nChanged 1
		SP:Iteration 29Q (55226.230000 sec): 3 clusters
  Score: Raw -300624.505813 + Penalty 2665.539562 = -297958.966251
  nChanged 1
		SP:Iteration 30Q (55226.400000 sec): 3 clusters
  Score: Raw -300624.646378 + Penalty 2665.539562 = -297959.106816
  nChanged 1
		SP:Iteration 31Q (55226.580000 sec): 3 clusters
  Score: Raw -300624.720159 + Penalty 2665.539562 = -297959.180597
  nChanged 0
		SP:Iteration 32F (55226.750000 sec): 3 clusters
  Score: Raw -300624.720159 + Penalty 2665.539562 = -297959.180597
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55226.840000 sec): 2 clusters
  Score: Raw -57838.204902 + Penalty 1066.167483 = -56772.037419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55227.010000 sec): 3 clusters
  Score: Raw -57645.837968 + Penalty 2132.334966 = -55513.503001
  nChanged 182
		SP:Iteration 1F (55227.190000 sec): 3 clusters
  Score: Raw -57875.399286 + Penalty 2132.334966 = -55743.064320
  nChanged 54
		SP:Iteration 2F (55227.370000 sec): 3 clusters
  Score: Raw -57941.029482 + Penalty 2132.334966 = -55808.694516
  nChanged 19
		SP:Iteration 3Q (55227.540000 sec): 3 clusters
  Score: Raw -57965.194681 + Penalty 2132.334966 = -55832.859714
  nChanged 18
		SP:Iteration 4Q (55227.720000 sec): 3 clusters
  Score: Raw -57984.776964 + Penalty 2132.334966 = -55852.441997
  nChanged 8
		SP:Iteration 5Q (55227.890000 sec): 3 clusters
  Score: Raw -57991.751737 + Penalty 2132.334966 = -55859.416770
  nChanged 6
		SP:Iteration 6Q (55228.070000 sec): 3 clusters
  Score: Raw -57999.085090 + Penalty 2132.334966 = -55866.750124
  nChanged 3
		SP:Iteration 7Q (55228.250000 sec): 3 clusters
  Score: Raw -58000.491290 + Penalty 2132.334966 = -55868.156323
  nChanged 3
		SP:Iteration 8Q (55228.420000 sec): 3 clusters
  Score: Raw -58005.825265 + Penalty 2132.334966 = -55873.490299
  nChanged 3
		SP:Iteration 9Q (55228.600000 sec): 3 clusters
  Score: Raw -58009.817459 + Penalty 2132.334966 = -55877.482493
  nChanged 5
		SP:Iteration 10Q (55228.770000 sec): 3 clusters
  Score: Raw -58015.392944 + Penalty 2132.334966 = -55883.057978
  nChanged 5
		SP:Iteration 11Q (55228.950000 sec): 3 clusters
  Score: Raw -58019.833669 + Penalty 2132.334966 = -55887.498703
  nChanged 7
		SP:Iteration 12Q (55229.120000 sec): 3 clusters
  Score: Raw -58027.661331 + Penalty 2132.334966 = -55895.326365
  nChanged 3
		SP:Iteration 13Q (55229.300000 sec): 3 clusters
  Score: Raw -58035.232929 + Penalty 2132.334966 = -55902.897963
  nChanged 4
		SP:Iteration 14Q (55229.480000 sec): 3 clusters
  Score: Raw -58040.820220 + Penalty 2132.334966 = -55908.485254
  nChanged 3
		SP:Iteration 15Q (55229.650000 sec): 3 clusters
  Score: Raw -58044.605396 + Penalty 2132.334966 = -55912.270429
  nChanged 4
		SP:Iteration 16Q (55229.830000 sec): 3 clusters
  Score: Raw -58047.661546 + Penalty 2132.334966 = -55915.326579
  nChanged 2
		SP:Iteration 17Q (55230.010000 sec): 3 clusters
  Score: Raw -58050.148847 + Penalty 2132.334966 = -55917.813881
  nChanged 1
		SP:Iteration 18Q (55230.180000 sec): 3 clusters
  Score: Raw -58050.561296 + Penalty 2132.334966 = -55918.226329
  nChanged 0
		SP:Iteration 19F (55230.350000 sec): 3 clusters
  Score: Raw -58050.561296 + Penalty 2132.334966 = -55918.226329
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55230.480000 sec): 2 clusters
  Score: Raw -486180.992094 + Penalty 1407.544593 = -484773.447501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55230.590000 sec): 3 clusters
  Score: Raw -483091.350356 + Penalty 2815.089186 = -480276.261170
  nChanged 2386
		SP:Iteration 1F (55230.700000 sec): 3 clusters
  Score: Raw -484527.623344 + Penalty 2815.089186 = -481712.534158
  nChanged 512
		SP:Iteration 2F (55230.800000 sec): 3 clusters
  Score: Raw -484942.261497 + Penalty 2815.089186 = -482127.172311
  nChanged 463
		SP:Iteration 3F (55231.010000 sec): 3 clusters
  Score: Raw -485334.724534 + Penalty 2815.089186 = -482519.635348
  nChanged 405
		SP:Iteration 4F (55231.180000 sec): 3 clusters
  Score: Raw -485662.317511 + Penalty 2815.089186 = -482847.228324
  nChanged 350
		SP:Iteration 5F (55231.370000 sec): 3 clusters
  Score: Raw -485921.958056 + Penalty 2815.089186 = -483106.868870
  nChanged 285
		SP:Iteration 6Q (55231.490000 sec): 3 clusters
  Score: Raw -486115.534701 + Penalty 2815.089186 = -483300.445515
  nChanged 223
		SP:Iteration 7Q (55231.670000 sec): 3 clusters
  Score: Raw -486253.174514 + Penalty 2815.089186 = -483438.085327
  nChanged 153
		SP:Iteration 8Q (55231.830000 sec): 3 clusters
  Score: Raw -486336.707504 + Penalty 2815.089186 = -483521.618318
  nChanged 148
		SP:Iteration 9Q (55232.010000 sec): 3 clusters
  Score: Raw -486403.218908 + Penalty 2815.089186 = -483588.129722
  nChanged 128
		SP:Iteration 10Q (55232.170000 sec): 3 clusters
  Score: Raw -486459.248402 + Penalty 2815.089186 = -483644.159215
  nChanged 113
		SP:Iteration 11Q (55232.340000 sec): 3 clusters
  Score: Raw -486522.820569 + Penalty 2815.089186 = -483707.731383
  nChanged 121
		SP:Iteration 12Q (55232.510000 sec): 3 clusters
  Score: Raw -486599.371298 + Penalty 2815.089186 = -483784.282111
  nChanged 103
		SP:Iteration 13Q (55232.680000 sec): 3 clusters
  Score: Raw -486657.936265 + Penalty 2815.089186 = -483842.847078
  nChanged 83
		SP:Iteration 14Q (55232.850000 sec): 3 clusters
  Score: Raw -486699.379803 + Penalty 2815.089186 = -483884.290616
  nChanged 80
		SP:Iteration 15Q (55233.020000 sec): 3 clusters
  Score: Raw -486740.765668 + Penalty 2815.089186 = -483925.676482
  nChanged 86
		SP:Iteration 16Q (55233.190000 sec): 3 clusters
  Score: Raw -486783.710261 + Penalty 2815.089186 = -483968.621074
  nChanged 57
		SP:Iteration 17Q (55233.360000 sec): 3 clusters
  Score: Raw -486804.651112 + Penalty 2815.089186 = -483989.561925
  nChanged 49
		SP:Iteration 18Q (55233.530000 sec): 3 clusters
  Score: Raw -486819.313201 + Penalty 2815.089186 = -484004.224014
  nChanged 39
		SP:Iteration 19Q (55233.700000 sec): 3 clusters
  Score: Raw -486834.931794 + Penalty 2815.089186 = -484019.842607
  nChanged 46
		SP:Iteration 20F (55233.870000 sec): 3 clusters
  Score: Raw -486855.333760 + Penalty 2815.089186 = -484040.244574
  nChanged 45
		SP:Iteration 21Q (55234.040000 sec): 3 clusters
  Score: Raw -486874.397239 + Penalty 2815.089186 = -484059.308052
  nChanged 55
		SP:Iteration 22Q (55234.210000 sec): 3 clusters
  Score: Raw -486894.874094 + Penalty 2815.089186 = -484079.784908
  nChanged 54
		SP:Iteration 23Q (55234.370000 sec): 3 clusters
  Score: Raw -486915.955134 + Penalty 2815.089186 = -484100.865947
  nChanged 49
		SP:Iteration 24Q (55234.540000 sec): 3 clusters
  Score: Raw -486940.644345 + Penalty 2815.089186 = -484125.555159
  nChanged 56
		SP:Iteration 25Q (55234.710000 sec): 3 clusters
  Score: Raw -486968.011762 + Penalty 2815.089186 = -484152.922575
  nChanged 56
		SP:Iteration 26Q (55234.880000 sec): 3 clusters
  Score: Raw -486995.293288 + Penalty 2815.089186 = -484180.204102
  nChanged 47
		SP:Iteration 27Q (55235.050000 sec): 3 clusters
  Score: Raw -487016.292874 + Penalty 2815.089186 = -484201.203688
  nChanged 45
		SP:Iteration 28Q (55235.220000 sec): 3 clusters
  Score: Raw -487032.721605 + Penalty 2815.089186 = -484217.632418
  nChanged 39
		SP:Iteration 29Q (55235.390000 sec): 3 clusters
  Score: Raw -487044.290695 + Penalty 2815.089186 = -484229.201509
  nChanged 28
		SP:Iteration 30Q (55235.600000 sec): 3 clusters
  Score: Raw -487050.843354 + Penalty 2815.089186 = -484235.754167
  nChanged 18
		SP:Iteration 31Q (55235.740000 sec): 3 clusters
  Score: Raw -487055.809882 + Penalty 2815.089186 = -484240.720696
  nChanged 17
		SP:Iteration 32Q (55235.910000 sec): 3 clusters
  Score: Raw -487058.739648 + Penalty 2815.089186 = -484243.650462
  nChanged 11
		SP:Iteration 33Q (55236.080000 sec): 3 clusters
  Score: Raw -487061.298139 + Penalty 2815.089186 = -484246.208953
  nChanged 7
		SP:Iteration 34Q (55236.260000 sec): 3 clusters
  Score: Raw -487062.456965 + Penalty 2815.089186 = -484247.367779
  nChanged 7
		SP:Iteration 35Q (55236.420000 sec): 3 clusters
  Score: Raw -487064.164348 + Penalty 2815.089186 = -484249.075162
  nChanged 10
		SP:Iteration 36Q (55236.590000 sec): 3 clusters
  Score: Raw -487066.743058 + Penalty 2815.089186 = -484251.653872
  nChanged 15
		SP:Iteration 37Q (55236.760000 sec): 3 clusters
  Score: Raw -487072.169914 + Penalty 2815.089186 = -484257.080727
  nChanged 14
		SP:Iteration 38Q (55236.930000 sec): 3 clusters
  Score: Raw -487075.621371 + Penalty 2815.089186 = -484260.532184
  nChanged 13
		SP:Iteration 39Q (55237.100000 sec): 3 clusters
  Score: Raw -487078.937896 + Penalty 2815.089186 = -484263.848710
  nChanged 14
		SP:Iteration 40F (55237.260000 sec): 3 clusters
  Score: Raw -487082.780257 + Penalty 2815.089186 = -484267.691070
  nChanged 11
		SP:Iteration 41Q (55237.430000 sec): 3 clusters
  Score: Raw -487085.345162 + Penalty 2815.089186 = -484270.255975
  nChanged 12
		SP:Iteration 42Q (55237.650000 sec): 3 clusters
  Score: Raw -487087.948899 + Penalty 2815.089186 = -484272.859713
  nChanged 12
		SP:Iteration 43Q (55237.890000 sec): 3 clusters
  Score: Raw -487090.321591 + Penalty 2815.089186 = -484275.232405
  nChanged 9
		SP:Iteration 44Q (55237.990000 sec): 3 clusters
  Score: Raw -487094.450851 + Penalty 2815.089186 = -484279.361664
  nChanged 12
		SP:Iteration 45Q (55238.090000 sec): 3 clusters
  Score: Raw -487099.042500 + Penalty 2815.089186 = -484283.953314
  nChanged 16
		SP:Iteration 46Q (55238.190000 sec): 3 clusters
  Score: Raw -487103.450517 + Penalty 2815.089186 = -484288.361330
  nChanged 7
		SP:Iteration 47Q (55238.370000 sec): 3 clusters
  Score: Raw -487105.410395 + Penalty 2815.089186 = -484290.321208
  nChanged 10
		SP:Iteration 48Q (55238.540000 sec): 3 clusters
  Score: Raw -487108.713108 + Penalty 2815.089186 = -484293.623922
  nChanged 11
		SP:Iteration 49Q (55238.710000 sec): 3 clusters
  Score: Raw -487111.649289 + Penalty 2815.089186 = -484296.560103
  nChanged 13
		SP:Iteration 50Q (55238.880000 sec): 3 clusters
  Score: Raw -487116.552731 + Penalty 2815.089186 = -484301.463545
  nChanged 19
		SP:Iteration 51Q (55239.040000 sec): 3 clusters
  Score: Raw -487121.624364 + Penalty 2815.089186 = -484306.535177
  nChanged 16
		SP:Iteration 52Q (55239.220000 sec): 3 clusters
  Score: Raw -487124.887704 + Penalty 2815.089186 = -484309.798518
  nChanged 11
		SP:Iteration 53Q (55239.380000 sec): 3 clusters
  Score: Raw -487127.814966 + Penalty 2815.089186 = -484312.725780
  nChanged 12
		SP:Iteration 54Q (55239.550000 sec): 3 clusters
  Score: Raw -487130.356491 + Penalty 2815.089186 = -484315.267305
  nChanged 11
		SP:Iteration 55Q (55239.720000 sec): 3 clusters
  Score: Raw -487132.722479 + Penalty 2815.089186 = -484317.633293
  nChanged 13
		SP:Iteration 56Q (55239.890000 sec): 3 clusters
  Score: Raw -487135.847912 + Penalty 2815.089186 = -484320.758726
  nChanged 10
		SP:Iteration 57Q (55240.060000 sec): 3 clusters
  Score: Raw -487138.144907 + Penalty 2815.089186 = -484323.055721
  nChanged 6
		SP:Iteration 58Q (55240.230000 sec): 3 clusters
  Score: Raw -487139.092957 + Penalty 2815.089186 = -484324.003771
  nChanged 6
		SP:Iteration 59Q (55240.400000 sec): 3 clusters
  Score: Raw -487139.950596 + Penalty 2815.089186 = -484324.861409
  nChanged 2
		SP:Iteration 60F (55240.560000 sec): 3 clusters
  Score: Raw -487140.165598 + Penalty 2815.089186 = -484325.076412
  nChanged 3
		SP:Iteration 61Q (55240.740000 sec): 3 clusters
  Score: Raw -487140.825638 + Penalty 2815.089186 = -484325.736451
  nChanged 3
		SP:Iteration 62Q (55240.900000 sec): 3 clusters
  Score: Raw -487141.112312 + Penalty 2815.089186 = -484326.023126
  nChanged 1
		SP:Iteration 63Q (55241.070000 sec): 3 clusters
  Score: Raw -487141.160892 + Penalty 2815.089186 = -484326.071706
  nChanged 0
		SP:Iteration 64F (55241.240000 sec): 3 clusters
  Score: Raw -487141.160892 + Penalty 2815.089186 = -484326.071706
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (4886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55241.320000 sec): 2 clusters
  Score: Raw -495418.618833 + Penalty 1380.296003 = -494038.322829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55241.500000 sec): 3 clusters
  Score: Raw -492853.516411 + Penalty 2760.592007 = -490092.924404
  nChanged 1975
		SP:Iteration 1F (55241.680000 sec): 3 clusters
  Score: Raw -493832.483034 + Penalty 2760.592007 = -491071.891027
  nChanged 352
		SP:Iteration 2F (55241.850000 sec): 3 clusters
  Score: Raw -494019.253369 + Penalty 2760.592007 = -491258.661362
  nChanged 291
		SP:Iteration 3F (55242.020000 sec): 3 clusters
  Score: Raw -494164.722400 + Penalty 2760.592007 = -491404.130393
  nChanged 223
		SP:Iteration 4Q (55242.200000 sec): 3 clusters
  Score: Raw -494278.650456 + Penalty 2760.592007 = -491518.058449
  nChanged 214
		SP:Iteration 5Q (55242.380000 sec): 3 clusters
  Score: Raw -494392.588065 + Penalty 2760.592007 = -491631.996058
  nChanged 189
		SP:Iteration 6Q (55242.550000 sec): 3 clusters
  Score: Raw -494492.692291 + Penalty 2760.592007 = -491732.100284
  nChanged 173
		SP:Iteration 7Q (55242.730000 sec): 3 clusters
  Score: Raw -494579.079614 + Penalty 2760.592007 = -491818.487607
  nChanged 154
		SP:Iteration 8Q (55242.900000 sec): 3 clusters
  Score: Raw -494660.770579 + Penalty 2760.592007 = -491900.178572
  nChanged 142
		SP:Iteration 9Q (55243.080000 sec): 3 clusters
  Score: Raw -494723.214027 + Penalty 2760.592007 = -491962.622021
  nChanged 114
		SP:Iteration 10Q (55243.300000 sec): 3 clusters
  Score: Raw -494763.462449 + Penalty 2760.592007 = -492002.870442
  nChanged 92
		SP:Iteration 11Q (55243.480000 sec): 3 clusters
  Score: Raw -494797.266531 + Penalty 2760.592007 = -492036.674524
  nChanged 90
		SP:Iteration 12Q (55243.660000 sec): 3 clusters
  Score: Raw -494839.933288 + Penalty 2760.592007 = -492079.341281
  nChanged 104
		SP:Iteration 13Q (55243.840000 sec): 3 clusters
  Score: Raw -494880.712459 + Penalty 2760.592007 = -492120.120452
  nChanged 80
		SP:Iteration 14Q (55244.020000 sec): 3 clusters
  Score: Raw -494916.180399 + Penalty 2760.592007 = -492155.588392
  nChanged 70
		SP:Iteration 15Q (55244.210000 sec): 3 clusters
  Score: Raw -494940.721243 + Penalty 2760.592007 = -492180.129236
  nChanged 61
		SP:Iteration 16Q (55244.360000 sec): 3 clusters
  Score: Raw -494967.930297 + Penalty 2760.592007 = -492207.338290
  nChanged 81
		SP:Iteration 17Q (55244.530000 sec): 3 clusters
  Score: Raw -495000.447699 + Penalty 2760.592007 = -492239.855692
  nChanged 73
		SP:Iteration 18Q (55244.700000 sec): 3 clusters
  Score: Raw -495030.511707 + Penalty 2760.592007 = -492269.919700
  nChanged 65
		SP:Iteration 19Q (55244.880000 sec): 3 clusters
  Score: Raw -495054.262326 + Penalty 2760.592007 = -492293.670319
  nChanged 61
		SP:Iteration 20F (55245.060000 sec): 3 clusters
  Score: Raw -495078.696772 + Penalty 2760.592007 = -492318.104765
  nChanged 61
		SP:Iteration 21Q (55245.230000 sec): 3 clusters
  Score: Raw -495104.911389 + Penalty 2760.592007 = -492344.319382
  nChanged 56
		SP:Iteration 22Q (55245.400000 sec): 3 clusters
  Score: Raw -495128.481411 + Penalty 2760.592007 = -492367.889404
  nChanged 50
		SP:Iteration 23Q (55245.580000 sec): 3 clusters
  Score: Raw -495151.120969 + Penalty 2760.592007 = -492390.528962
  nChanged 49
		SP:Iteration 24Q (55245.760000 sec): 3 clusters
  Score: Raw -495172.220850 + Penalty 2760.592007 = -492411.628843
  nChanged 47
		SP:Iteration 25Q (55245.930000 sec): 3 clusters
  Score: Raw -495194.425345 + Penalty 2760.592007 = -492433.833338
  nChanged 41
		SP:Iteration 26Q (55246.110000 sec): 3 clusters
  Score: Raw -495213.742430 + Penalty 2760.592007 = -492453.150423
  nChanged 41
		SP:Iteration 27Q (55246.280000 sec): 3 clusters
  Score: Raw -495231.698645 + Penalty 2760.592007 = -492471.106638
  nChanged 35
		SP:Iteration 28Q (55246.460000 sec): 3 clusters
  Score: Raw -495250.425130 + Penalty 2760.592007 = -492489.833123
  nChanged 32
		SP:Iteration 29Q (55246.630000 sec): 3 clusters
  Score: Raw -495265.168337 + Penalty 2760.592007 = -492504.576330
  nChanged 31
		SP:Iteration 30Q (55246.830000 sec): 3 clusters
  Score: Raw -495277.473819 + Penalty 2760.592007 = -492516.881813
  nChanged 29
		SP:Iteration 31Q (55247.030000 sec): 3 clusters
  Score: Raw -495293.411900 + Penalty 2760.592007 = -492532.819893
  nChanged 34
		SP:Iteration 32Q (55247.200000 sec): 3 clusters
  Score: Raw -495315.304349 + Penalty 2760.592007 = -492554.712342
  nChanged 35
		SP:Iteration 33Q (55247.380000 sec): 3 clusters
  Score: Raw -495337.556060 + Penalty 2760.592007 = -492576.964053
  nChanged 42
		SP:Iteration 34Q (55247.550000 sec): 3 clusters
  Score: Raw -495364.299712 + Penalty 2760.592007 = -492603.707705
  nChanged 42
		SP:Iteration 35Q (55247.730000 sec): 3 clusters
  Score: Raw -495397.584409 + Penalty 2760.592007 = -492636.992402
  nChanged 41
		SP:Iteration 36Q (55247.900000 sec): 3 clusters
  Score: Raw -495421.851306 + Penalty 2760.592007 = -492661.259299
  nChanged 29
		SP:Iteration 37Q (55248.080000 sec): 3 clusters
  Score: Raw -495436.378762 + Penalty 2760.592007 = -492675.786755
  nChanged 29
		SP:Iteration 38Q (55248.260000 sec): 3 clusters
  Score: Raw -495456.819883 + Penalty 2760.592007 = -492696.227876
  nChanged 25
		SP:Iteration 39Q (55248.430000 sec): 3 clusters
  Score: Raw -495474.405837 + Penalty 2760.592007 = -492713.813831
  nChanged 19
		SP:Iteration 40F (55248.610000 sec): 3 clusters
  Score: Raw -495486.124591 + Penalty 2760.592007 = -492725.532584
  nChanged 16
		SP:Iteration 41Q (55248.780000 sec): 3 clusters
  Score: Raw -495496.238373 + Penalty 2760.592007 = -492735.646366
  nChanged 16
		SP:Iteration 42Q (55248.960000 sec): 3 clusters
  Score: Raw -495506.574669 + Penalty 2760.592007 = -492745.982662
  nChanged 18
		SP:Iteration 43Q (55249.130000 sec): 3 clusters
  Score: Raw -495516.139292 + Penalty 2760.592007 = -492755.547285
  nChanged 9
		SP:Iteration 44Q (55249.310000 sec): 3 clusters
  Score: Raw -495521.660259 + Penalty 2760.592007 = -492761.068252
  nChanged 7
		SP:Iteration 45Q (55249.480000 sec): 3 clusters
  Score: Raw -495525.714735 + Penalty 2760.592007 = -492765.122728
  nChanged 6
		SP:Iteration 46Q (55249.660000 sec): 3 clusters
  Score: Raw -495530.394830 + Penalty 2760.592007 = -492769.802823
  nChanged 9
		SP:Iteration 47Q (55249.840000 sec): 3 clusters
  Score: Raw -495536.119677 + Penalty 2760.592007 = -492775.527670
  nChanged 15
		SP:Iteration 48Q (55250.010000 sec): 3 clusters
  Score: Raw -495547.144292 + Penalty 2760.592007 = -492786.552285
  nChanged 13
		SP:Iteration 49Q (55250.180000 sec): 3 clusters
  Score: Raw -495555.684404 + Penalty 2760.592007 = -492795.092397
  nChanged 13
		SP:Iteration 50Q (55250.360000 sec): 3 clusters
  Score: Raw -495563.505747 + Penalty 2760.592007 = -492802.913740
  nChanged 12
		SP:Iteration 51Q (55250.540000 sec): 3 clusters
  Score: Raw -495572.077615 + Penalty 2760.592007 = -492811.485609
  nChanged 9
		SP:Iteration 52Q (55250.710000 sec): 3 clusters
  Score: Raw -495578.013135 + Penalty 2760.592007 = -492817.421128
  nChanged 7
		SP:Iteration 53Q (55250.880000 sec): 3 clusters
  Score: Raw -495581.376461 + Penalty 2760.592007 = -492820.784454
  nChanged 6
		SP:Iteration 54Q (55251.060000 sec): 3 clusters
  Score: Raw -495583.517456 + Penalty 2760.592007 = -492822.925450
  nChanged 3
		SP:Iteration 55Q (55251.240000 sec): 3 clusters
  Score: Raw -495586.253133 + Penalty 2760.592007 = -492825.661126
  nChanged 4
		SP:Iteration 56Q (55251.410000 sec): 3 clusters
  Score: Raw -495589.680385 + Penalty 2760.592007 = -492829.088378
  nChanged 6
		SP:Iteration 57Q (55251.580000 sec): 3 clusters
  Score: Raw -495592.811815 + Penalty 2760.592007 = -492832.219808
  nChanged 1
		SP:Iteration 58Q (55251.760000 sec): 3 clusters
  Score: Raw -495593.370704 + Penalty 2760.592007 = -492832.778697
  nChanged 1
		SP:Iteration 59Q (55251.840000 sec): 3 clusters
  Score: Raw -495593.661571 + Penalty 2760.592007 = -492833.069564
  nChanged 2
		SP:Iteration 60F (55251.930000 sec): 3 clusters
  Score: Raw -495594.170909 + Penalty 2760.592007 = -492833.578902
  nChanged 1
		SP:Iteration 61Q (55252.020000 sec): 3 clusters
  Score: Raw -495594.685134 + Penalty 2760.592007 = -492834.093127
  nChanged 0
		SP:Iteration 62F (55252.120000 sec): 3 clusters
  Score: Raw -495594.685134 + Penalty 2760.592007 = -492834.093127
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (2731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55252.190000 sec): 2 clusters
  Score: Raw -260204.369277 + Penalty 1285.768757 = -258918.600520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55252.240000 sec): 3 clusters
  Score: Raw -258912.134793 + Penalty 2571.537514 = -256340.597279
  nChanged 1034
		SP:Iteration 1F (55252.290000 sec): 3 clusters
  Score: Raw -259505.974770 + Penalty 2571.537514 = -256934.437255
  nChanged 221
		SP:Iteration 2F (55252.340000 sec): 3 clusters
  Score: Raw -259656.173773 + Penalty 2571.537514 = -257084.636259
  nChanged 163
		SP:Iteration 3F (55252.400000 sec): 3 clusters
  Score: Raw -259763.258351 + Penalty 2571.537514 = -257191.720837
  nChanged 119
		SP:Iteration 4Q (55252.450000 sec): 3 clusters
  Score: Raw -259838.965922 + Penalty 2571.537514 = -257267.428408
  nChanged 103
		SP:Iteration 5Q (55252.500000 sec): 3 clusters
  Score: Raw -259896.426010 + Penalty 2571.537514 = -257324.888496
  nChanged 83
		SP:Iteration 6Q (55252.550000 sec): 3 clusters
  Score: Raw -259943.006997 + Penalty 2571.537514 = -257371.469483
  nChanged 70
		SP:Iteration 7Q (55252.600000 sec): 3 clusters
  Score: Raw -259982.964162 + Penalty 2571.537514 = -257411.426647
  nChanged 65
		SP:Iteration 8Q (55252.650000 sec): 3 clusters
  Score: Raw -260023.834791 + Penalty 2571.537514 = -257452.297276
  nChanged 56
		SP:Iteration 9Q (55252.700000 sec): 3 clusters
  Score: Raw -260058.310064 + Penalty 2571.537514 = -257486.772549
  nChanged 50
		SP:Iteration 10Q (55252.760000 sec): 3 clusters
  Score: Raw -260079.464497 + Penalty 2571.537514 = -257507.926983
  nChanged 38
		SP:Iteration 11Q (55252.800000 sec): 3 clusters
  Score: Raw -260102.220167 + Penalty 2571.537514 = -257530.682652
  nChanged 39
		SP:Iteration 12Q (55252.860000 sec): 3 clusters
  Score: Raw -260122.603489 + Penalty 2571.537514 = -257551.065975
  nChanged 29
		SP:Iteration 13Q (55252.910000 sec): 3 clusters
  Score: Raw -260137.754156 + Penalty 2571.537514 = -257566.216641
  nChanged 25
		SP:Iteration 14Q (55252.960000 sec): 3 clusters
  Score: Raw -260150.824503 + Penalty 2571.537514 = -257579.286988
  nChanged 29
		SP:Iteration 15Q (55253.010000 sec): 3 clusters
  Score: Raw -260161.339945 + Penalty 2571.537514 = -257589.802431
  nChanged 17
		SP:Iteration 16Q (55253.060000 sec): 3 clusters
  Score: Raw -260168.022377 + Penalty 2571.537514 = -257596.484863
  nChanged 13
		SP:Iteration 17Q (55253.110000 sec): 3 clusters
  Score: Raw -260173.496923 + Penalty 2571.537514 = -257601.959408
  nChanged 9
		SP:Iteration 18Q (55253.160000 sec): 3 clusters
  Score: Raw -260176.843132 + Penalty 2571.537514 = -257605.305617
  nChanged 5
		SP:Iteration 19Q (55253.220000 sec): 3 clusters
  Score: Raw -260178.335981 + Penalty 2571.537514 = -257606.798467
  nChanged 5
		SP:Iteration 20F (55253.270000 sec): 3 clusters
  Score: Raw -260181.090880 + Penalty 2571.537514 = -257609.553365
  nChanged 4
		SP:Iteration 21Q (55253.320000 sec): 3 clusters
  Score: Raw -260183.563471 + Penalty 2571.537514 = -257612.025957
  nChanged 6
		SP:Iteration 22Q (55253.370000 sec): 3 clusters
  Score: Raw -260185.620522 + Penalty 2571.537514 = -257614.083008
  nChanged 4
		SP:Iteration 23Q (55253.420000 sec): 3 clusters
  Score: Raw -260187.287955 + Penalty 2571.537514 = -257615.750440
  nChanged 4
		SP:Iteration 24Q (55253.470000 sec): 3 clusters
  Score: Raw -260188.629868 + Penalty 2571.537514 = -257617.092353
  nChanged 0
		SP:Iteration 25F (55253.520000 sec): 3 clusters
  Score: Raw -260188.629868 + Penalty 2571.537514 = -257617.092353
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (6964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55253.620000 sec): 2 clusters
  Score: Raw -495917.580501 + Penalty 1437.882761 = -494479.697740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55253.760000 sec): 3 clusters
  Score: Raw -492225.995266 + Penalty 2875.765523 = -489350.229743
  nChanged 2877
		SP:Iteration 1F (55253.940000 sec): 3 clusters
  Score: Raw -494204.118593 + Penalty 2875.765523 = -491328.353071
  nChanged 669
		SP:Iteration 2F (55254.140000 sec): 3 clusters
  Score: Raw -494913.991092 + Penalty 2875.765523 = -492038.225569
  nChanged 606
		SP:Iteration 3F (55254.340000 sec): 3 clusters
  Score: Raw -495458.783494 + Penalty 2875.765523 = -492583.017971
  nChanged 479
		SP:Iteration 4F (55254.530000 sec): 3 clusters
  Score: Raw -495806.553723 + Penalty 2875.765523 = -492930.788201
  nChanged 346
		SP:Iteration 5Q (55254.640000 sec): 3 clusters
  Score: Raw -496009.611120 + Penalty 2875.765523 = -493133.845597
  nChanged 248
		SP:Iteration 6Q (55254.830000 sec): 3 clusters
  Score: Raw -496139.225720 + Penalty 2875.765523 = -493263.460197
  nChanged 186
		SP:Iteration 7Q (55255.030000 sec): 3 clusters
  Score: Raw -496226.201659 + Penalty 2875.765523 = -493350.436136
  nChanged 157
		SP:Iteration 8Q (55255.240000 sec): 3 clusters
  Score: Raw -496291.988855 + Penalty 2875.765523 = -493416.223332
  nChanged 130
		SP:Iteration 9Q (55255.440000 sec): 3 clusters
  Score: Raw -496348.450785 + Penalty 2875.765523 = -493472.685262
  nChanged 118
		SP:Iteration 10Q (55255.650000 sec): 3 clusters
  Score: Raw -496396.094134 + Penalty 2875.765523 = -493520.328611
  nChanged 97
		SP:Iteration 11Q (55255.860000 sec): 3 clusters
  Score: Raw -496433.193398 + Penalty 2875.765523 = -493557.427875
  nChanged 99
		SP:Iteration 12Q (55256.060000 sec): 3 clusters
  Score: Raw -496469.243868 + Penalty 2875.765523 = -493593.478345
  nChanged 89
		SP:Iteration 13Q (55256.270000 sec): 3 clusters
  Score: Raw -496497.294187 + Penalty 2875.765523 = -493621.528664
  nChanged 84
		SP:Iteration 14Q (55256.470000 sec): 3 clusters
  Score: Raw -496525.119094 + Penalty 2875.765523 = -493649.353571
  nChanged 67
		SP:Iteration 15Q (55256.680000 sec): 3 clusters
  Score: Raw -496546.584619 + Penalty 2875.765523 = -493670.819097
  nChanged 64
		SP:Iteration 16Q (55256.880000 sec): 3 clusters
  Score: Raw -496567.563486 + Penalty 2875.765523 = -493691.797963
  nChanged 63
		SP:Iteration 17Q (55257.090000 sec): 3 clusters
  Score: Raw -496585.869569 + Penalty 2875.765523 = -493710.104046
  nChanged 54
		SP:Iteration 18Q (55257.290000 sec): 3 clusters
  Score: Raw -496598.253111 + Penalty 2875.765523 = -493722.487588
  nChanged 41
		SP:Iteration 19Q (55257.490000 sec): 3 clusters
  Score: Raw -496604.458449 + Penalty 2875.765523 = -493728.692926
  nChanged 20
		SP:Iteration 20F (55257.690000 sec): 3 clusters
  Score: Raw -496608.042577 + Penalty 2875.765523 = -493732.277054
  nChanged 22
		SP:Iteration 21Q (55257.900000 sec): 3 clusters
  Score: Raw -496612.075711 + Penalty 2875.765523 = -493736.310188
  nChanged 28
		SP:Iteration 22Q (55258.100000 sec): 3 clusters
  Score: Raw -496619.078093 + Penalty 2875.765523 = -493743.312570
  nChanged 30
		SP:Iteration 23Q (55258.310000 sec): 3 clusters
  Score: Raw -496623.775930 + Penalty 2875.765523 = -493748.010407
  nChanged 18
		SP:Iteration 24Q (55258.510000 sec): 3 clusters
  Score: Raw -496628.438298 + Penalty 2875.765523 = -493752.672775
  nChanged 21
		SP:Iteration 25Q (55258.710000 sec): 3 clusters
  Score: Raw -496632.008935 + Penalty 2875.765523 = -493756.243413
  nChanged 13
		SP:Iteration 26Q (55258.900000 sec): 3 clusters
  Score: Raw -496633.506435 + Penalty 2875.765523 = -493757.740912
  nChanged 10
		SP:Iteration 27Q (55259.000000 sec): 3 clusters
  Score: Raw -496634.999495 + Penalty 2875.765523 = -493759.233973
  nChanged 7
		SP:Iteration 28Q (55259.190000 sec): 3 clusters
  Score: Raw -496636.156322 + Penalty 2875.765523 = -493760.390799
  nChanged 9
		SP:Iteration 29Q (55259.400000 sec): 3 clusters
  Score: Raw -496637.704201 + Penalty 2875.765523 = -493761.938678
  nChanged 9
		SP:Iteration 30Q (55259.610000 sec): 3 clusters
  Score: Raw -496638.859021 + Penalty 2875.765523 = -493763.093499
  nChanged 6
		SP:Iteration 31Q (55259.810000 sec): 3 clusters
  Score: Raw -496639.426175 + Penalty 2875.765523 = -493763.660652
  nChanged 3
		SP:Iteration 32Q (55260.010000 sec): 3 clusters
  Score: Raw -496639.945838 + Penalty 2875.765523 = -493764.180316
  nChanged 3
		SP:Iteration 33Q (55260.220000 sec): 3 clusters
  Score: Raw -496640.257030 + Penalty 2875.765523 = -493764.491507
  nChanged 3
		SP:Iteration 34Q (55260.420000 sec): 3 clusters
  Score: Raw -496640.670540 + Penalty 2875.765523 = -493764.905017
  nChanged 3
		SP:Iteration 35Q (55260.630000 sec): 3 clusters
  Score: Raw -496641.099361 + Penalty 2875.765523 = -493765.333839
  nChanged 2
		SP:Iteration 36Q (55260.830000 sec): 3 clusters
  Score: Raw -496641.333277 + Penalty 2875.765523 = -493765.567754
  nChanged 2
		SP:Iteration 37Q (55261.030000 sec): 3 clusters
  Score: Raw -496641.458272 + Penalty 2875.765523 = -493765.692749
  nChanged 3
		SP:Iteration 38Q (55261.230000 sec): 3 clusters
  Score: Raw -496641.790228 + Penalty 2875.765523 = -493766.024705
  nChanged 6
		SP:Iteration 39Q (55261.440000 sec): 3 clusters
  Score: Raw -496642.993227 + Penalty 2875.765523 = -493767.227704
  nChanged 8
		SP:Iteration 40F (55261.640000 sec): 3 clusters
  Score: Raw -496643.717200 + Penalty 2875.765523 = -493767.951677
  nChanged 4
		SP:Iteration 41Q (55261.840000 sec): 3 clusters
  Score: Raw -496644.251919 + Penalty 2875.765523 = -493768.486396
  nChanged 7
		SP:Iteration 42Q (55262.050000 sec): 3 clusters
  Score: Raw -496645.156524 + Penalty 2875.765523 = -493769.391001
  nChanged 7
		SP:Iteration 43Q (55262.270000 sec): 3 clusters
  Score: Raw -496646.332946 + Penalty 2875.765523 = -493770.567423
  nChanged 9
		SP:Iteration 44Q (55262.480000 sec): 3 clusters
  Score: Raw -496647.824864 + Penalty 2875.765523 = -493772.059341
  nChanged 16
		SP:Iteration 45Q (55262.690000 sec): 3 clusters
  Score: Raw -496650.239519 + Penalty 2875.765523 = -493774.473996
  nChanged 5
		SP:Iteration 46Q (55262.890000 sec): 3 clusters
  Score: Raw -496650.818268 + Penalty 2875.765523 = -493775.052745
  nChanged 1
		SP:Iteration 47Q (55263.100000 sec): 3 clusters
  Score: Raw -496650.947345 + Penalty 2875.765523 = -493775.181822
  nChanged 1
		SP:Iteration 48Q (55263.300000 sec): 3 clusters
  Score: Raw -496651.172792 + Penalty 2875.765523 = -493775.407269
  nChanged 4
		SP:Iteration 49Q (55263.500000 sec): 3 clusters
  Score: Raw -496651.995634 + Penalty 2875.765523 = -493776.230111
  nChanged 3
		SP:Iteration 50Q (55263.710000 sec): 3 clusters
  Score: Raw -496652.545613 + Penalty 2875.765523 = -493776.780090
  nChanged 3
		SP:Iteration 51Q (55263.910000 sec): 3 clusters
  Score: Raw -496652.855065 + Penalty 2875.765523 = -493777.089542
  nChanged 2
		SP:Iteration 52Q (55264.110000 sec): 3 clusters
  Score: Raw -496652.982715 + Penalty 2875.765523 = -493777.217192
  nChanged 1
		SP:Iteration 53Q (55264.350000 sec): 3 clusters
  Score: Raw -496653.076131 + Penalty 2875.765523 = -493777.310608
  nChanged 2
		SP:Iteration 54Q (55264.520000 sec): 3 clusters
  Score: Raw -496653.283235 + Penalty 2875.765523 = -493777.517713
  nChanged 3
		SP:Iteration 55Q (55264.720000 sec): 3 clusters
  Score: Raw -496653.657768 + Penalty 2875.765523 = -493777.892246
  nChanged 2
		SP:Iteration 56Q (55264.930000 sec): 3 clusters
  Score: Raw -496653.918134 + Penalty 2875.765523 = -493778.152611
  nChanged 3
		SP:Iteration 57Q (55265.130000 sec): 3 clusters
  Score: Raw -496654.388621 + Penalty 2875.765523 = -493778.623098
  nChanged 3
		SP:Iteration 58Q (55265.330000 sec): 3 clusters
  Score: Raw -496655.114783 + Penalty 2875.765523 = -493779.349261
  nChanged 5
		SP:Iteration 59Q (55265.540000 sec): 3 clusters
  Score: Raw -496655.767105 + Penalty 2875.765523 = -493780.001583
  nChanged 3
		SP:Iteration 60F (55265.740000 sec): 3 clusters
  Score: Raw -496656.370542 + Penalty 2875.765523 = -493780.605019
  nChanged 3
		SP:Iteration 61Q (55265.950000 sec): 3 clusters
  Score: Raw -496656.665470 + Penalty 2875.765523 = -493780.899948
  nChanged 2
		SP:Iteration 62Q (55266.150000 sec): 3 clusters
  Score: Raw -496656.900556 + Penalty 2875.765523 = -493781.135033
  nChanged 1
		SP:Iteration 63Q (55266.350000 sec): 3 clusters
  Score: Raw -496657.015605 + Penalty 2875.765523 = -493781.250082
  nChanged 0
		SP:Iteration 64F (55266.550000 sec): 3 clusters
  Score: Raw -496657.015605 + Penalty 2875.765523 = -493781.250082
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (3698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55266.640000 sec): 2 clusters
  Score: Raw -291803.983374 + Penalty 1335.026454 = -290468.956919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55266.810000 sec): 3 clusters
  Score: Raw -290005.898196 + Penalty 2670.052909 = -287335.845287
  nChanged 1480
		SP:Iteration 1F (55266.990000 sec): 3 clusters
  Score: Raw -290933.253541 + Penalty 2670.052909 = -288263.200632
  nChanged 334
		SP:Iteration 2F (55267.170000 sec): 3 clusters
  Score: Raw -291233.950189 + Penalty 2670.052909 = -288563.897280
  nChanged 259
		SP:Iteration 3F (55267.340000 sec): 3 clusters
  Score: Raw -291470.431732 + Penalty 2670.052909 = -288800.378823
  nChanged 211
		SP:Iteration 4F (55267.520000 sec): 3 clusters
  Score: Raw -291661.007324 + Penalty 2670.052909 = -288990.954415
  nChanged 186
		SP:Iteration 5F (55267.690000 sec): 3 clusters
  Score: Raw -291820.758236 + Penalty 2670.052909 = -289150.705327
  nChanged 159
		SP:Iteration 6Q (55267.870000 sec): 3 clusters
  Score: Raw -291934.961975 + Penalty 2670.052909 = -289264.909066
  nChanged 134
		SP:Iteration 7Q (55268.050000 sec): 3 clusters
  Score: Raw -292036.097347 + Penalty 2670.052909 = -289366.044438
  nChanged 122
		SP:Iteration 8Q (55268.220000 sec): 3 clusters
  Score: Raw -292129.765057 + Penalty 2670.052909 = -289459.712148
  nChanged 104
		SP:Iteration 9Q (55268.400000 sec): 3 clusters
  Score: Raw -292189.790876 + Penalty 2670.052909 = -289519.737967
  nChanged 82
		SP:Iteration 10Q (55268.570000 sec): 3 clusters
  Score: Raw -292233.756246 + Penalty 2670.052909 = -289563.703337
  nChanged 53
		SP:Iteration 11Q (55268.750000 sec): 3 clusters
  Score: Raw -292254.642187 + Penalty 2670.052909 = -289584.589278
  nChanged 34
		SP:Iteration 12Q (55268.930000 sec): 3 clusters
  Score: Raw -292268.567580 + Penalty 2670.052909 = -289598.514672
  nChanged 25
		SP:Iteration 13Q (55269.100000 sec): 3 clusters
  Score: Raw -292278.054821 + Penalty 2670.052909 = -289608.001912
  nChanged 20
		SP:Iteration 14Q (55269.280000 sec): 3 clusters
  Score: Raw -292284.833188 + Penalty 2670.052909 = -289614.780279
  nChanged 21
		SP:Iteration 15Q (55269.450000 sec): 3 clusters
  Score: Raw -292290.874448 + Penalty 2670.052909 = -289620.821539
  nChanged 13
		SP:Iteration 16Q (55269.630000 sec): 3 clusters
  Score: Raw -292294.604227 + Penalty 2670.052909 = -289624.551318
  nChanged 13
		SP:Iteration 17Q (55269.810000 sec): 3 clusters
  Score: Raw -292297.660120 + Penalty 2670.052909 = -289627.607211
  nChanged 12
		SP:Iteration 18Q (55269.980000 sec): 3 clusters
  Score: Raw -292300.397350 + Penalty 2670.052909 = -289630.344441
  nChanged 8
		SP:Iteration 19Q (55270.160000 sec): 3 clusters
  Score: Raw -292303.214238 + Penalty 2670.052909 = -289633.161330
  nChanged 10
		SP:Iteration 20F (55270.330000 sec): 3 clusters
  Score: Raw -292307.678728 + Penalty 2670.052909 = -289637.625819
  nChanged 20
		SP:Iteration 21Q (55270.510000 sec): 3 clusters
  Score: Raw -292316.204801 + Penalty 2670.052909 = -289646.151892
  nChanged 23
		SP:Iteration 22Q (55270.690000 sec): 3 clusters
  Score: Raw -292324.321918 + Penalty 2670.052909 = -289654.269009
  nChanged 14
		SP:Iteration 23Q (55270.860000 sec): 3 clusters
  Score: Raw -292330.151240 + Penalty 2670.052909 = -289660.098332
  nChanged 15
		SP:Iteration 24Q (55271.030000 sec): 3 clusters
  Score: Raw -292334.882415 + Penalty 2670.052909 = -289664.829506
  nChanged 19
		SP:Iteration 25Q (55271.210000 sec): 3 clusters
  Score: Raw -292341.743274 + Penalty 2670.052909 = -289671.690365
  nChanged 9
		SP:Iteration 26Q (55271.390000 sec): 3 clusters
  Score: Raw -292344.627471 + Penalty 2670.052909 = -289674.574562
  nChanged 7
		SP:Iteration 27Q (55271.560000 sec): 3 clusters
  Score: Raw -292348.058036 + Penalty 2670.052909 = -289678.005127
  nChanged 8
		SP:Iteration 28Q (55271.740000 sec): 3 clusters
  Score: Raw -292351.293053 + Penalty 2670.052909 = -289681.240144
  nChanged 6
		SP:Iteration 29Q (55271.910000 sec): 3 clusters
  Score: Raw -292352.359762 + Penalty 2670.052909 = -289682.306853
  nChanged 5
		SP:Iteration 30Q (55272.090000 sec): 3 clusters
  Score: Raw -292354.387969 + Penalty 2670.052909 = -289684.335060
  nChanged 9
		SP:Iteration 31Q (55272.270000 sec): 3 clusters
  Score: Raw -292357.520804 + Penalty 2670.052909 = -289687.467895
  nChanged 10
		SP:Iteration 32Q (55272.440000 sec): 3 clusters
  Score: Raw -292360.314925 + Penalty 2670.052909 = -289690.262016
  nChanged 9
		SP:Iteration 33Q (55272.620000 sec): 3 clusters
  Score: Raw -292362.615374 + Penalty 2670.052909 = -289692.562465
  nChanged 5
		SP:Iteration 34Q (55272.790000 sec): 3 clusters
  Score: Raw -292363.633756 + Penalty 2670.052909 = -289693.580847
  nChanged 7
		SP:Iteration 35Q (55272.970000 sec): 3 clusters
  Score: Raw -292366.042395 + Penalty 2670.052909 = -289695.989486
  nChanged 9
		SP:Iteration 36Q (55273.150000 sec): 3 clusters
  Score: Raw -292368.725137 + Penalty 2670.052909 = -289698.672228
  nChanged 6
		SP:Iteration 37Q (55273.320000 sec): 3 clusters
  Score: Raw -292370.174465 + Penalty 2670.052909 = -289700.121556
  nChanged 8
		SP:Iteration 38Q (55273.500000 sec): 3 clusters
  Score: Raw -292372.271357 + Penalty 2670.052909 = -289702.218448
  nChanged 4
		SP:Iteration 39Q (55273.670000 sec): 3 clusters
  Score: Raw -292372.924674 + Penalty 2670.052909 = -289702.871765
  nChanged 4
		SP:Iteration 40F (55273.850000 sec): 3 clusters
  Score: Raw -292374.172304 + Penalty 2670.052909 = -289704.119395
  nChanged 3
		SP:Iteration 41Q (55274.020000 sec): 3 clusters
  Score: Raw -292374.664528 + Penalty 2670.052909 = -289704.611619
  nChanged 1
		SP:Iteration 42Q (55274.200000 sec): 3 clusters
  Score: Raw -292375.093248 + Penalty 2670.052909 = -289705.040339
  nChanged 3
		SP:Iteration 43Q (55274.370000 sec): 3 clusters
  Score: Raw -292375.691372 + Penalty 2670.052909 = -289705.638463
  nChanged 3
		SP:Iteration 44Q (55274.550000 sec): 3 clusters
  Score: Raw -292376.373453 + Penalty 2670.052909 = -289706.320545
  nChanged 3
		SP:Iteration 45Q (55274.730000 sec): 3 clusters
  Score: Raw -292377.041120 + Penalty 2670.052909 = -289706.988211
  nChanged 0
		SP:Iteration 46F (55274.900000 sec): 3 clusters
  Score: Raw -292377.041120 + Penalty 2670.052909 = -289706.988211
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (10177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55275.020000 sec): 2 clusters
  Score: Raw -997128.675071 + Penalty 1499.531402 = -995629.143669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55275.270000 sec): 3 clusters
  Score: Raw -991328.064608 + Penalty 2999.062804 = -988329.001804
  nChanged 4373
		SP:Iteration 1F (55275.530000 sec): 3 clusters
  Score: Raw -993674.743213 + Penalty 2999.062804 = -990675.680409
  nChanged 704
		SP:Iteration 2F (55275.720000 sec): 3 clusters
  Score: Raw -994041.017985 + Penalty 2999.062804 = -991041.955180
  nChanged 596
		SP:Iteration 3F (55275.940000 sec): 3 clusters
  Score: Raw -994334.142444 + Penalty 2999.062804 = -991335.079640
  nChanged 547
		SP:Iteration 4F (55276.080000 sec): 3 clusters
  Score: Raw -994585.286010 + Penalty 2999.062804 = -991586.223206
  nChanged 497
		SP:Iteration 5Q (55276.350000 sec): 3 clusters
  Score: Raw -994787.572674 + Penalty 2999.062804 = -991788.509869
  nChanged 452
		SP:Iteration 6Q (55276.570000 sec): 3 clusters
  Score: Raw -994983.476593 + Penalty 2999.062804 = -991984.413789
  nChanged 417
		SP:Iteration 7Q (55276.790000 sec): 3 clusters
  Score: Raw -995151.911729 + Penalty 2999.062804 = -992152.848924
  nChanged 373
		SP:Iteration 8Q (55277.010000 sec): 3 clusters
  Score: Raw -995301.563991 + Penalty 2999.062804 = -992302.501187
  nChanged 339
		SP:Iteration 9Q (55277.230000 sec): 3 clusters
  Score: Raw -995446.823096 + Penalty 2999.062804 = -992447.760292
  nChanged 341
		SP:Iteration 10Q (55277.450000 sec): 3 clusters
  Score: Raw -995614.885788 + Penalty 2999.062804 = -992615.822984
  nChanged 358
		SP:Iteration 11Q (55277.670000 sec): 3 clusters
  Score: Raw -995802.941869 + Penalty 2999.062804 = -992803.879065
  nChanged 352
		SP:Iteration 12Q (55277.900000 sec): 3 clusters
  Score: Raw -996004.490473 + Penalty 2999.062804 = -993005.427668
  nChanged 362
		SP:Iteration 13Q (55278.120000 sec): 3 clusters
  Score: Raw -996231.598488 + Penalty 2999.062804 = -993232.535684
  nChanged 351
		SP:Iteration 14Q (55278.350000 sec): 3 clusters
  Score: Raw -996446.730931 + Penalty 2999.062804 = -993447.668127
  nChanged 314
		SP:Iteration 15Q (55278.570000 sec): 3 clusters
  Score: Raw -996654.790050 + Penalty 2999.062804 = -993655.727246
  nChanged 270
		SP:Iteration 16Q (55278.800000 sec): 3 clusters
  Score: Raw -996832.946035 + Penalty 2999.062804 = -993833.883231
  nChanged 191
		SP:Iteration 17Q (55279.020000 sec): 3 clusters
  Score: Raw -996954.643268 + Penalty 2999.062804 = -993955.580463
  nChanged 152
		SP:Iteration 18Q (55279.250000 sec): 3 clusters
  Score: Raw -997053.754193 + Penalty 2999.062804 = -994054.691388
  nChanged 124
		SP:Iteration 19Q (55279.470000 sec): 3 clusters
  Score: Raw -997139.531373 + Penalty 2999.062804 = -994140.468569
  nChanged 90
		SP:Iteration 20F (55279.690000 sec): 3 clusters
  Score: Raw -997203.069441 + Penalty 2999.062804 = -994204.006637
  nChanged 73
		SP:Iteration 21Q (55279.910000 sec): 3 clusters
  Score: Raw -997254.123158 + Penalty 2999.062804 = -994255.060354
  nChanged 56
		SP:Iteration 22Q (55280.130000 sec): 3 clusters
  Score: Raw -997293.064058 + Penalty 2999.062804 = -994294.001253
  nChanged 47
		SP:Iteration 23Q (55280.350000 sec): 3 clusters
  Score: Raw -997331.816267 + Penalty 2999.062804 = -994332.753463
  nChanged 31
		SP:Iteration 24Q (55280.570000 sec): 3 clusters
  Score: Raw -997353.494296 + Penalty 2999.062804 = -994354.431492
  nChanged 25
		SP:Iteration 25Q (55280.840000 sec): 3 clusters
  Score: Raw -997368.328611 + Penalty 2999.062804 = -994369.265807
  nChanged 19
		SP:Iteration 26Q (55280.980000 sec): 3 clusters
  Score: Raw -997381.356046 + Penalty 2999.062804 = -994382.293242
  nChanged 16
		SP:Iteration 27Q (55281.210000 sec): 3 clusters
  Score: Raw -997391.439325 + Penalty 2999.062804 = -994392.376521
  nChanged 9
		SP:Iteration 28Q (55281.430000 sec): 3 clusters
  Score: Raw -997397.071015 + Penalty 2999.062804 = -994398.008210
  nChanged 8
		SP:Iteration 29Q (55281.650000 sec): 3 clusters
  Score: Raw -997401.309652 + Penalty 2999.062804 = -994402.246848
  nChanged 8
		SP:Iteration 30Q (55281.870000 sec): 3 clusters
  Score: Raw -997406.763102 + Penalty 2999.062804 = -994407.700298
  nChanged 5
		SP:Iteration 31Q (55282.090000 sec): 3 clusters
  Score: Raw -997410.449456 + Penalty 2999.062804 = -994411.386652
  nChanged 6
		SP:Iteration 32Q (55282.310000 sec): 3 clusters
  Score: Raw -997414.857664 + Penalty 2999.062804 = -994415.794860
  nChanged 7
		SP:Iteration 33Q (55282.530000 sec): 3 clusters
  Score: Raw -997420.560904 + Penalty 2999.062804 = -994421.498100
  nChanged 3
		SP:Iteration 34Q (55282.750000 sec): 3 clusters
  Score: Raw -997422.363160 + Penalty 2999.062804 = -994423.300356
  nChanged 1
		SP:Iteration 35Q (55282.970000 sec): 3 clusters
  Score: Raw -997422.948127 + Penalty 2999.062804 = -994423.885322
  nChanged 1
		SP:Iteration 36Q (55283.190000 sec): 3 clusters
  Score: Raw -997423.854814 + Penalty 2999.062804 = -994424.792010
  nChanged 2
		SP:Iteration 37Q (55283.410000 sec): 3 clusters
  Score: Raw -997424.153072 + Penalty 2999.062804 = -994425.090268
  nChanged 1
		SP:Iteration 38Q (55283.630000 sec): 3 clusters
  Score: Raw -997424.419867 + Penalty 2999.062804 = -994425.357063
  nChanged 1
		SP:Iteration 39Q (55283.850000 sec): 3 clusters
  Score: Raw -997425.046262 + Penalty 2999.062804 = -994425.983458
  nChanged 0
		SP:Iteration 40F (55284.080000 sec): 3 clusters
  Score: Raw -997425.046262 + Penalty 2999.062804 = -994425.983458
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (10535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55284.250000 sec): 2 clusters
  Score: Raw -961223.063728 + Penalty 1505.149478 = -959717.914250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55284.510000 sec): 3 clusters
  Score: Raw -955267.042190 + Penalty 3010.298956 = -952256.743234
  nChanged 4595
		SP:Iteration 1F (55284.770000 sec): 3 clusters
  Score: Raw -957796.465804 + Penalty 3010.298956 = -954786.166848
  nChanged 656
		SP:Iteration 2F (55285.030000 sec): 3 clusters
  Score: Raw -958114.982865 + Penalty 3010.298956 = -955104.683909
  nChanged 570
		SP:Iteration 3F (55285.290000 sec): 3 clusters
  Score: Raw -958376.637102 + Penalty 3010.298956 = -955366.338146
  nChanged 541
		SP:Iteration 4F (55285.550000 sec): 3 clusters
  Score: Raw -958651.933232 + Penalty 3010.298956 = -955641.634276
  nChanged 531
		SP:Iteration 5F (55285.810000 sec): 3 clusters
  Score: Raw -958938.487164 + Penalty 3010.298956 = -955928.188208
  nChanged 542
		SP:Iteration 6F (55286.070000 sec): 3 clusters
  Score: Raw -959251.343030 + Penalty 3010.298956 = -956241.044074
  nChanged 567
		SP:Iteration 7F (55286.340000 sec): 3 clusters
  Score: Raw -959584.960074 + Penalty 3010.298956 = -956574.661118
  nChanged 549
		SP:Iteration 8F (55286.490000 sec): 3 clusters
  Score: Raw -959898.346687 + Penalty 3010.298956 = -956888.047731
  nChanged 502
		SP:Iteration 9Q (55286.750000 sec): 3 clusters
  Score: Raw -960182.231052 + Penalty 3010.298956 = -957171.932096
  nChanged 424
		SP:Iteration 10Q (55286.980000 sec): 3 clusters
  Score: Raw -960441.933111 + Penalty 3010.298956 = -957431.634155
  nChanged 331
		SP:Iteration 11Q (55287.240000 sec): 3 clusters
  Score: Raw -960626.483140 + Penalty 3010.298956 = -957616.184184
  nChanged 271
		SP:Iteration 12Q (55287.510000 sec): 3 clusters
  Score: Raw -960766.836340 + Penalty 3010.298956 = -957756.537384
  nChanged 201
		SP:Iteration 13Q (55287.770000 sec): 3 clusters
  Score: Raw -960864.487030 + Penalty 3010.298956 = -957854.188074
  nChanged 156
		SP:Iteration 14Q (55288.040000 sec): 3 clusters
  Score: Raw -960945.522716 + Penalty 3010.298956 = -957935.223760
  nChanged 111
		SP:Iteration 15Q (55288.300000 sec): 3 clusters
  Score: Raw -961002.794151 + Penalty 3010.298956 = -957992.495195
  nChanged 104
		SP:Iteration 16Q (55288.560000 sec): 3 clusters
  Score: Raw -961060.472103 + Penalty 3010.298956 = -958050.173147
  nChanged 93
		SP:Iteration 17Q (55288.820000 sec): 3 clusters
  Score: Raw -961107.829160 + Penalty 3010.298956 = -958097.530204
  nChanged 91
		SP:Iteration 18Q (55289.090000 sec): 3 clusters
  Score: Raw -961154.406702 + Penalty 3010.298956 = -958144.107746
  nChanged 79
		SP:Iteration 19Q (55289.350000 sec): 3 clusters
  Score: Raw -961194.479469 + Penalty 3010.298956 = -958184.180513
  nChanged 73
		SP:Iteration 20F (55289.620000 sec): 3 clusters
  Score: Raw -961232.739268 + Penalty 3010.298956 = -958222.440312
  nChanged 56
		SP:Iteration 21Q (55289.880000 sec): 3 clusters
  Score: Raw -961259.617734 + Penalty 3010.298956 = -958249.318778
  nChanged 49
		SP:Iteration 22Q (55290.140000 sec): 3 clusters
  Score: Raw -961284.518264 + Penalty 3010.298956 = -958274.219308
  nChanged 47
		SP:Iteration 23Q (55290.410000 sec): 3 clusters
  Score: Raw -961306.559015 + Penalty 3010.298956 = -958296.260059
  nChanged 44
		SP:Iteration 24Q (55290.670000 sec): 3 clusters
  Score: Raw -961333.237260 + Penalty 3010.298956 = -958322.938304
  nChanged 44
		SP:Iteration 25Q (55290.930000 sec): 3 clusters
  Score: Raw -961359.445998 + Penalty 3010.298956 = -958349.147042
  nChanged 41
		SP:Iteration 26Q (55291.190000 sec): 3 clusters
  Score: Raw -961385.319009 + Penalty 3010.298956 = -958375.020053
  nChanged 38
		SP:Iteration 27Q (55291.460000 sec): 3 clusters
  Score: Raw -961408.235324 + Penalty 3010.298956 = -958397.936368
  nChanged 41
		SP:Iteration 28Q (55291.670000 sec): 3 clusters
  Score: Raw -961433.810230 + Penalty 3010.298956 = -958423.511274
  nChanged 40
		SP:Iteration 29Q (55291.890000 sec): 3 clusters
  Score: Raw -961457.084482 + Penalty 3010.298956 = -958446.785526
  nChanged 37
		SP:Iteration 30Q (55292.110000 sec): 3 clusters
  Score: Raw -961482.904291 + Penalty 3010.298956 = -958472.605335
  nChanged 37
		SP:Iteration 31Q (55292.370000 sec): 3 clusters
  Score: Raw -961513.167083 + Penalty 3010.298956 = -958502.868126
  nChanged 35
		SP:Iteration 32Q (55292.630000 sec): 3 clusters
  Score: Raw -961539.657737 + Penalty 3010.298956 = -958529.358781
  nChanged 31
		SP:Iteration 33Q (55292.850000 sec): 3 clusters
  Score: Raw -961558.930840 + Penalty 3010.298956 = -958548.631884
  nChanged 15
		SP:Iteration 34Q (55293.070000 sec): 3 clusters
  Score: Raw -961566.086248 + Penalty 3010.298956 = -958555.787292
  nChanged 13
		SP:Iteration 35Q (55293.330000 sec): 3 clusters
  Score: Raw -961572.661601 + Penalty 3010.298956 = -958562.362645
  nChanged 10
		SP:Iteration 36Q (55293.550000 sec): 3 clusters
  Score: Raw -961578.172662 + Penalty 3010.298956 = -958567.873706
  nChanged 11
		SP:Iteration 37Q (55293.760000 sec): 3 clusters
  Score: Raw -961585.794137 + Penalty 3010.298956 = -958575.495181
  nChanged 9
		SP:Iteration 38Q (55293.980000 sec): 3 clusters
  Score: Raw -961592.096980 + Penalty 3010.298956 = -958581.798024
  nChanged 8
		SP:Iteration 39Q (55294.200000 sec): 3 clusters
  Score: Raw -961595.564556 + Penalty 3010.298956 = -958585.265600
  nChanged 7
		SP:Iteration 40F (55294.460000 sec): 3 clusters
  Score: Raw -961598.828081 + Penalty 3010.298956 = -958588.529125
  nChanged 4
		SP:Iteration 41Q (55294.680000 sec): 3 clusters
  Score: Raw -961601.045832 + Penalty 3010.298956 = -958590.746876
  nChanged 3
		SP:Iteration 42Q (55294.910000 sec): 3 clusters
  Score: Raw -961603.147817 + Penalty 3010.298956 = -958592.848861
  nChanged 5
		SP:Iteration 43Q (55295.100000 sec): 3 clusters
  Score: Raw -961605.476610 + Penalty 3010.298956 = -958595.177654
  nChanged 2
		SP:Iteration 44Q (55295.320000 sec): 3 clusters
  Score: Raw -961606.137168 + Penalty 3010.298956 = -958595.838212
  nChanged 0
		SP:Iteration 45F (55295.470000 sec): 3 clusters
  Score: Raw -961606.137168 + Penalty 3010.298956 = -958595.838212
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (20227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55295.690000 sec): 2 clusters
  Score: Raw -1914687.357442 + Penalty 1611.150714 = -1913076.206728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55296.060000 sec): 3 clusters
  Score: Raw -1902561.620901 + Penalty 3222.301428 = -1899339.319473
  nChanged 9134
		SP:Iteration 1F (55296.370000 sec): 3 clusters
  Score: Raw -1907652.621384 + Penalty 3222.301428 = -1904430.319956
  nChanged 1227
		SP:Iteration 2F (55296.720000 sec): 3 clusters
  Score: Raw -1908227.895278 + Penalty 3222.301428 = -1905005.593850
  nChanged 1298
		SP:Iteration 3F (55297.040000 sec): 3 clusters
  Score: Raw -1908913.479282 + Penalty 3222.301428 = -1905691.177854
  nChanged 1286
		SP:Iteration 4F (55297.390000 sec): 3 clusters
  Score: Raw -1909617.807712 + Penalty 3222.301428 = -1906395.506284
  nChanged 1227
		SP:Iteration 5F (55297.700000 sec): 3 clusters
  Score: Raw -1910270.070654 + Penalty 3222.301428 = -1907047.769226
  nChanged 1077
		SP:Iteration 6F (55298.060000 sec): 3 clusters
  Score: Raw -1910812.997175 + Penalty 3222.301428 = -1907590.695747
  nChanged 984
		SP:Iteration 7Q (55298.370000 sec): 3 clusters
  Score: Raw -1911308.372161 + Penalty 3222.301428 = -1908086.070733
  nChanged 880
		SP:Iteration 8Q (55298.730000 sec): 3 clusters
  Score: Raw -1911793.522603 + Penalty 3222.301428 = -1908571.221175
  nChanged 812
		SP:Iteration 9Q (55299.040000 sec): 3 clusters
  Score: Raw -1912271.657794 + Penalty 3222.301428 = -1909049.356366
  nChanged 727
		SP:Iteration 10Q (55299.400000 sec): 3 clusters
  Score: Raw -1912722.924500 + Penalty 3222.301428 = -1909500.623072
  nChanged 665
		SP:Iteration 11Q (55299.720000 sec): 3 clusters
  Score: Raw -1913176.553244 + Penalty 3222.301428 = -1909954.251816
  nChanged 608
		SP:Iteration 12Q (55300.080000 sec): 3 clusters
  Score: Raw -1913611.077102 + Penalty 3222.301428 = -1910388.775674
  nChanged 485
		SP:Iteration 13Q (55300.400000 sec): 3 clusters
  Score: Raw -1913966.267391 + Penalty 3222.301428 = -1910743.965963
  nChanged 372
		SP:Iteration 14Q (55300.720000 sec): 3 clusters
  Score: Raw -1914243.680620 + Penalty 3222.301428 = -1911021.379192
  nChanged 265
		SP:Iteration 15Q (55301.080000 sec): 3 clusters
  Score: Raw -1914437.868260 + Penalty 3222.301428 = -1911215.566832
  nChanged 169
		SP:Iteration 16Q (55301.400000 sec): 3 clusters
  Score: Raw -1914559.308936 + Penalty 3222.301428 = -1911337.007508
  nChanged 127
		SP:Iteration 17Q (55301.720000 sec): 3 clusters
  Score: Raw -1914647.386145 + Penalty 3222.301428 = -1911425.084717
  nChanged 92
		SP:Iteration 18Q (55302.040000 sec): 3 clusters
  Score: Raw -1914722.369132 + Penalty 3222.301428 = -1911500.067704
  nChanged 51
		SP:Iteration 19Q (55302.360000 sec): 3 clusters
  Score: Raw -1914761.726769 + Penalty 3222.301428 = -1911539.425341
  nChanged 30
		SP:Iteration 20F (55302.680000 sec): 3 clusters
  Score: Raw -1914786.248092 + Penalty 3222.301428 = -1911563.946664
  nChanged 23
		SP:Iteration 21Q (55303.000000 sec): 3 clusters
  Score: Raw -1914804.796830 + Penalty 3222.301428 = -1911582.495402
  nChanged 21
		SP:Iteration 22Q (55303.320000 sec): 3 clusters
  Score: Raw -1914825.025813 + Penalty 3222.301428 = -1911602.724385
  nChanged 17
		SP:Iteration 23Q (55303.640000 sec): 3 clusters
  Score: Raw -1914837.277784 + Penalty 3222.301428 = -1911614.976356
  nChanged 14
		SP:Iteration 24Q (55303.960000 sec): 3 clusters
  Score: Raw -1914850.213215 + Penalty 3222.301428 = -1911627.911787
  nChanged 18
		SP:Iteration 25Q (55304.200000 sec): 3 clusters
  Score: Raw -1914868.288655 + Penalty 3222.301428 = -1911645.987227
  nChanged 15
		SP:Iteration 26Q (55304.430000 sec): 3 clusters
  Score: Raw -1914880.933283 + Penalty 3222.301428 = -1911658.631855
  nChanged 13
		SP:Iteration 27Q (55304.760000 sec): 3 clusters
  Score: Raw -1914893.275574 + Penalty 3222.301428 = -1911670.974146
  nChanged 7
		SP:Iteration 28Q (55305.080000 sec): 3 clusters
  Score: Raw -1914900.069461 + Penalty 3222.301428 = -1911677.768033
  nChanged 9
		SP:Iteration 29Q (55305.400000 sec): 3 clusters
  Score: Raw -1914909.670753 + Penalty 3222.301428 = -1911687.369325
  nChanged 3
		SP:Iteration 30Q (55305.710000 sec): 3 clusters
  Score: Raw -1914912.494732 + Penalty 3222.301428 = -1911690.193304
  nChanged 4
		SP:Iteration 31Q (55306.030000 sec): 3 clusters
  Score: Raw -1914916.086404 + Penalty 3222.301428 = -1911693.784976
  nChanged 3
		SP:Iteration 32Q (55306.350000 sec): 3 clusters
  Score: Raw -1914919.750034 + Penalty 3222.301428 = -1911697.448606
  nChanged 4
		SP:Iteration 33Q (55306.670000 sec): 3 clusters
  Score: Raw -1914923.084015 + Penalty 3222.301428 = -1911700.782587
  nChanged 3
		SP:Iteration 34Q (55306.990000 sec): 3 clusters
  Score: Raw -1914925.771769 + Penalty 3222.301428 = -1911703.470341
  nChanged 3
		SP:Iteration 35Q (55307.300000 sec): 3 clusters
  Score: Raw -1914927.982991 + Penalty 3222.301428 = -1911705.681563
  nChanged 0
		SP:Iteration 36F (55307.620000 sec): 3 clusters
  Score: Raw -1914927.982991 + Penalty 3222.301428 = -1911705.681563
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (3205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55307.730000 sec): 2 clusters
  Score: Raw -259891.928100 + Penalty 1311.775948 = -258580.152153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55307.910000 sec): 3 clusters
  Score: Raw -258387.986041 + Penalty 2623.551895 = -255764.434146
  nChanged 1270
		SP:Iteration 1F (55308.080000 sec): 3 clusters
  Score: Raw -259189.672041 + Penalty 2623.551895 = -256566.120146
  nChanged 294
		SP:Iteration 2F (55308.260000 sec): 3 clusters
  Score: Raw -259428.493678 + Penalty 2623.551895 = -256804.941783
  nChanged 227
		SP:Iteration 3F (55308.430000 sec): 3 clusters
  Score: Raw -259614.986414 + Penalty 2623.551895 = -256991.434519
  nChanged 170
		SP:Iteration 4F (55308.610000 sec): 3 clusters
  Score: Raw -259745.929397 + Penalty 2623.551895 = -257122.377501
  nChanged 121
		SP:Iteration 5Q (55308.780000 sec): 3 clusters
  Score: Raw -259832.249143 + Penalty 2623.551895 = -257208.697248
  nChanged 96
		SP:Iteration 6Q (55308.960000 sec): 3 clusters
  Score: Raw -259901.768578 + Penalty 2623.551895 = -257278.216683
  nChanged 98
		SP:Iteration 7Q (55309.140000 sec): 3 clusters
  Score: Raw -259964.805157 + Penalty 2623.551895 = -257341.253262
  nChanged 74
		SP:Iteration 8Q (55309.310000 sec): 3 clusters
  Score: Raw -260005.918237 + Penalty 2623.551895 = -257382.366341
  nChanged 61
		SP:Iteration 9Q (55309.490000 sec): 3 clusters
  Score: Raw -260048.240524 + Penalty 2623.551895 = -257424.688629
  nChanged 57
		SP:Iteration 10Q (55309.660000 sec): 3 clusters
  Score: Raw -260079.508721 + Penalty 2623.551895 = -257455.956826
  nChanged 48
		SP:Iteration 11Q (55309.840000 sec): 3 clusters
  Score: Raw -260105.439928 + Penalty 2623.551895 = -257481.888033
  nChanged 38
		SP:Iteration 12Q (55310.020000 sec): 3 clusters
  Score: Raw -260123.749152 + Penalty 2623.551895 = -257500.197257
  nChanged 36
		SP:Iteration 13Q (55310.190000 sec): 3 clusters
  Score: Raw -260137.729151 + Penalty 2623.551895 = -257514.177256
  nChanged 17
		SP:Iteration 14Q (55310.370000 sec): 3 clusters
  Score: Raw -260143.625191 + Penalty 2623.551895 = -257520.073296
  nChanged 11
		SP:Iteration 15Q (55310.540000 sec): 3 clusters
  Score: Raw -260147.973649 + Penalty 2623.551895 = -257524.421754
  nChanged 9
		SP:Iteration 16Q (55310.720000 sec): 3 clusters
  Score: Raw -260151.802639 + Penalty 2623.551895 = -257528.250744
  nChanged 9
		SP:Iteration 17Q (55310.900000 sec): 3 clusters
  Score: Raw -260153.646435 + Penalty 2623.551895 = -257530.094540
  nChanged 7
		SP:Iteration 18Q (55311.070000 sec): 3 clusters
  Score: Raw -260154.873183 + Penalty 2623.551895 = -257531.321288
  nChanged 1
		SP:Iteration 19Q (55311.250000 sec): 3 clusters
  Score: Raw -260155.322349 + Penalty 2623.551895 = -257531.770454
  nChanged 2
		SP:Iteration 20F (55311.420000 sec): 3 clusters
  Score: Raw -260155.744757 + Penalty 2623.551895 = -257532.192862
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55311.510000 sec): 2 clusters
  Score: Raw -80848.480899 + Penalty 1136.812000 = -79711.668899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55311.680000 sec): 3 clusters
  Score: Raw -80535.455564 + Penalty 2273.624001 = -78261.831563
  nChanged 323
		SP:Iteration 1F (55311.860000 sec): 3 clusters
  Score: Raw -80956.286646 + Penalty 2273.624001 = -78682.662645
  nChanged 105
		SP:Iteration 2F (55312.080000 sec): 3 clusters
  Score: Raw -81139.326732 + Penalty 2273.624001 = -78865.702732
  nChanged 65
		SP:Iteration 3F (55312.250000 sec): 3 clusters
  Score: Raw -81314.197148 + Penalty 2273.624001 = -79040.573148
  nChanged 58
		SP:Iteration 4F (55312.420000 sec): 3 clusters
  Score: Raw -81415.170449 + Penalty 2273.624001 = -79141.546448
  nChanged 42
		SP:Iteration 5Q (55312.600000 sec): 3 clusters
  Score: Raw -81473.601609 + Penalty 2273.624001 = -79199.977608
  nChanged 24
		SP:Iteration 6Q (55312.770000 sec): 3 clusters
  Score: Raw -81513.710368 + Penalty 2273.624001 = -79240.086367
  nChanged 21
		SP:Iteration 7Q (55312.940000 sec): 3 clusters
  Score: Raw -81543.576265 + Penalty 2273.624001 = -79269.952264
  nChanged 20
		SP:Iteration 8Q (55313.110000 sec): 3 clusters
  Score: Raw -81564.875142 + Penalty 2273.624001 = -79291.251141
  nChanged 20
		SP:Iteration 9Q (55313.280000 sec): 3 clusters
  Score: Raw -81584.768397 + Penalty 2273.624001 = -79311.144396
  nChanged 19
		SP:Iteration 10Q (55313.410000 sec): 3 clusters
  Score: Raw -81619.621308 + Penalty 2273.624001 = -79345.997307
  nChanged 13
		SP:Iteration 11Q (55313.590000 sec): 3 clusters
  Score: Raw -81632.029229 + Penalty 2273.624001 = -79358.405229
  nChanged 9
		SP:Iteration 12Q (55313.760000 sec): 3 clusters
  Score: Raw -81639.182222 + Penalty 2273.624001 = -79365.558221
  nChanged 3
		SP:Iteration 13Q (55313.940000 sec): 3 clusters
  Score: Raw -81642.498147 + Penalty 2273.624001 = -79368.874147
  nChanged 1
		SP:Iteration 14Q (55314.120000 sec): 3 clusters
  Score: Raw -81643.069600 + Penalty 2273.624001 = -79369.445599
  nChanged 0
		SP:Iteration 15F (55314.290000 sec): 3 clusters
  Score: Raw -81643.069600 + Penalty 2273.624001 = -79369.445599
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (6119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55314.390000 sec): 2 clusters
  Score: Raw -541434.122954 + Penalty 1416.862519 = -540017.260435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55314.560000 sec): 3 clusters
  Score: Raw -538209.697003 + Penalty 2833.725038 = -535375.971965
  nChanged 2549
		SP:Iteration 1F (55314.730000 sec): 3 clusters
  Score: Raw -539947.270926 + Penalty 2833.725038 = -537113.545888
  nChanged 583
		SP:Iteration 2F (55314.900000 sec): 3 clusters
  Score: Raw -540459.127218 + Penalty 2833.725038 = -537625.402179
  nChanged 459
		SP:Iteration 3F (55315.060000 sec): 3 clusters
  Score: Raw -540805.507205 + Penalty 2833.725038 = -537971.782167
  nChanged 362
		SP:Iteration 4F (55315.230000 sec): 3 clusters
  Score: Raw -541046.003645 + Penalty 2833.725038 = -538212.278607
  nChanged 266
		SP:Iteration 5Q (55315.390000 sec): 3 clusters
  Score: Raw -541185.193647 + Penalty 2833.725038 = -538351.468609
  nChanged 214
		SP:Iteration 6Q (55315.560000 sec): 3 clusters
  Score: Raw -541295.162087 + Penalty 2833.725038 = -538461.437049
  nChanged 183
		SP:Iteration 7Q (55315.660000 sec): 3 clusters
  Score: Raw -541372.405319 + Penalty 2833.725038 = -538538.680281
  nChanged 145
		SP:Iteration 8Q (55315.850000 sec): 3 clusters
  Score: Raw -541439.776511 + Penalty 2833.725038 = -538606.051473
  nChanged 124
		SP:Iteration 9Q (55316.060000 sec): 3 clusters
  Score: Raw -541494.921355 + Penalty 2833.725038 = -538661.196317
  nChanged 107
		SP:Iteration 10Q (55316.200000 sec): 3 clusters
  Score: Raw -541541.080857 + Penalty 2833.725038 = -538707.355818
  nChanged 91
		SP:Iteration 11Q (55316.370000 sec): 3 clusters
  Score: Raw -541573.929220 + Penalty 2833.725038 = -538740.204181
  nChanged 79
		SP:Iteration 12Q (55316.530000 sec): 3 clusters
  Score: Raw -541596.758584 + Penalty 2833.725038 = -538763.033545
  nChanged 63
		SP:Iteration 13Q (55316.700000 sec): 3 clusters
  Score: Raw -541612.472451 + Penalty 2833.725038 = -538778.747413
  nChanged 52
		SP:Iteration 14Q (55316.860000 sec): 3 clusters
  Score: Raw -541627.028500 + Penalty 2833.725038 = -538793.303462
  nChanged 42
		SP:Iteration 15Q (55317.020000 sec): 3 clusters
  Score: Raw -541637.559560 + Penalty 2833.725038 = -538803.834522
  nChanged 29
		SP:Iteration 16Q (55317.190000 sec): 3 clusters
  Score: Raw -541644.281424 + Penalty 2833.725038 = -538810.556386
  nChanged 25
		SP:Iteration 17Q (55317.360000 sec): 3 clusters
  Score: Raw -541648.899947 + Penalty 2833.725038 = -538815.174909
  nChanged 23
		SP:Iteration 18Q (55317.560000 sec): 3 clusters
  Score: Raw -541652.720732 + Penalty 2833.725038 = -538818.995694
  nChanged 21
		SP:Iteration 19Q (55317.730000 sec): 3 clusters
  Score: Raw -541658.004741 + Penalty 2833.725038 = -538824.279703
  nChanged 23
		SP:Iteration 20F (55317.890000 sec): 3 clusters
  Score: Raw -541664.235519 + Penalty 2833.725038 = -538830.510480
  nChanged 21
		SP:Iteration 21Q (55318.060000 sec): 3 clusters
  Score: Raw -541668.629099 + Penalty 2833.725038 = -538834.904061
  nChanged 24
		SP:Iteration 22Q (55318.220000 sec): 3 clusters
  Score: Raw -541674.811638 + Penalty 2833.725038 = -538841.086600
  nChanged 20
		SP:Iteration 23Q (55318.430000 sec): 3 clusters
  Score: Raw -541678.248572 + Penalty 2833.725038 = -538844.523534
  nChanged 17
		SP:Iteration 24Q (55318.600000 sec): 3 clusters
  Score: Raw -541680.644373 + Penalty 2833.725038 = -538846.919335
  nChanged 13
		SP:Iteration 25Q (55318.760000 sec): 3 clusters
  Score: Raw -541683.657075 + Penalty 2833.725038 = -538849.932037
  nChanged 15
		SP:Iteration 26Q (55318.930000 sec): 3 clusters
  Score: Raw -541687.197160 + Penalty 2833.725038 = -538853.472122
  nChanged 19
		SP:Iteration 27Q (55319.090000 sec): 3 clusters
  Score: Raw -541690.513123 + Penalty 2833.725038 = -538856.788085
  nChanged 17
		SP:Iteration 28Q (55319.260000 sec): 3 clusters
  Score: Raw -541693.125121 + Penalty 2833.725038 = -538859.400083
  nChanged 12
		SP:Iteration 29Q (55319.420000 sec): 3 clusters
  Score: Raw -541695.481071 + Penalty 2833.725038 = -538861.756033
  nChanged 15
		SP:Iteration 30Q (55319.520000 sec): 3 clusters
  Score: Raw -541698.772871 + Penalty 2833.725038 = -538865.047833
  nChanged 15
		SP:Iteration 31Q (55319.620000 sec): 3 clusters
  Score: Raw -541701.899673 + Penalty 2833.725038 = -538868.174635
  nChanged 15
		SP:Iteration 32Q (55319.720000 sec): 3 clusters
  Score: Raw -541704.653531 + Penalty 2833.725038 = -538870.928492
  nChanged 9
		SP:Iteration 33Q (55319.900000 sec): 3 clusters
  Score: Raw -541705.840286 + Penalty 2833.725038 = -538872.115248
  nChanged 8
		SP:Iteration 34Q (55320.000000 sec): 3 clusters
  Score: Raw -541707.297783 + Penalty 2833.725038 = -538873.572745
  nChanged 7
		SP:Iteration 35Q (55320.110000 sec): 3 clusters
  Score: Raw -541708.276624 + Penalty 2833.725038 = -538874.551586
  nChanged 4
		SP:Iteration 36Q (55320.290000 sec): 3 clusters
  Score: Raw -541708.994226 + Penalty 2833.725038 = -538875.269188
  nChanged 6
		SP:Iteration 37Q (55320.460000 sec): 3 clusters
  Score: Raw -541709.789008 + Penalty 2833.725038 = -538876.063970
  nChanged 6
		SP:Iteration 38Q (55320.630000 sec): 3 clusters
  Score: Raw -541710.530900 + Penalty 2833.725038 = -538876.805862
  nChanged 9
		SP:Iteration 39Q (55320.790000 sec): 3 clusters
  Score: Raw -541712.098905 + Penalty 2833.725038 = -538878.373867
  nChanged 10
		SP:Iteration 40F (55320.950000 sec): 3 clusters
  Score: Raw -541713.848377 + Penalty 2833.725038 = -538880.123339
  nChanged 7
		SP:Iteration 41Q (55321.120000 sec): 3 clusters
  Score: Raw -541715.183981 + Penalty 2833.725038 = -538881.458943
  nChanged 7
		SP:Iteration 42Q (55321.280000 sec): 3 clusters
  Score: Raw -541717.691351 + Penalty 2833.725038 = -538883.966312
  nChanged 14
		SP:Iteration 43Q (55321.450000 sec): 3 clusters
  Score: Raw -541721.969417 + Penalty 2833.725038 = -538888.244379
  nChanged 19
		SP:Iteration 44Q (55321.610000 sec): 3 clusters
  Score: Raw -541726.914708 + Penalty 2833.725038 = -538893.189670
  nChanged 25
		SP:Iteration 45Q (55321.780000 sec): 3 clusters
  Score: Raw -541732.299858 + Penalty 2833.725038 = -538898.574820
  nChanged 17
		SP:Iteration 46Q (55322.030000 sec): 3 clusters
  Score: Raw -541736.005583 + Penalty 2833.725038 = -538902.280545
  nChanged 14
		SP:Iteration 47Q (55322.150000 sec): 3 clusters
  Score: Raw -541737.945005 + Penalty 2833.725038 = -538904.219967
  nChanged 14
		SP:Iteration 48Q (55322.360000 sec): 3 clusters
  Score: Raw -541741.003918 + Penalty 2833.725038 = -538907.278880
  nChanged 15
		SP:Iteration 49Q (55322.530000 sec): 3 clusters
  Score: Raw -541743.903028 + Penalty 2833.725038 = -538910.177990
  nChanged 17
		SP:Iteration 50Q (55322.690000 sec): 3 clusters
  Score: Raw -541746.772462 + Penalty 2833.725038 = -538913.047424
  nChanged 19
		SP:Iteration 51Q (55322.860000 sec): 3 clusters
  Score: Raw -541751.037797 + Penalty 2833.725038 = -538917.312758
  nChanged 19
		SP:Iteration 52Q (55323.020000 sec): 3 clusters
  Score: Raw -541755.131506 + Penalty 2833.725038 = -538921.406468
  nChanged 17
		SP:Iteration 53Q (55323.190000 sec): 3 clusters
  Score: Raw -541762.508621 + Penalty 2833.725038 = -538928.783582
  nChanged 23
		SP:Iteration 54Q (55323.350000 sec): 3 clusters
  Score: Raw -541768.605233 + Penalty 2833.725038 = -538934.880194
  nChanged 16
		SP:Iteration 55Q (55323.520000 sec): 3 clusters
  Score: Raw -541772.334950 + Penalty 2833.725038 = -538938.609912
  nChanged 23
		SP:Iteration 56Q (55323.690000 sec): 3 clusters
  Score: Raw -541775.849073 + Penalty 2833.725038 = -538942.124035
  nChanged 15
		SP:Iteration 57Q (55323.850000 sec): 3 clusters
  Score: Raw -541778.078234 + Penalty 2833.725038 = -538944.353196
  nChanged 7
		SP:Iteration 58Q (55324.010000 sec): 3 clusters
  Score: Raw -541779.307149 + Penalty 2833.725038 = -538945.582111
  nChanged 9
		SP:Iteration 59Q (55324.180000 sec): 3 clusters
  Score: Raw -541781.325476 + Penalty 2833.725038 = -538947.600438
  nChanged 8
		SP:Iteration 60F (55324.350000 sec): 3 clusters
  Score: Raw -541782.760471 + Penalty 2833.725038 = -538949.035433
  nChanged 9
		SP:Iteration 61Q (55324.510000 sec): 3 clusters
  Score: Raw -541784.279441 + Penalty 2833.725038 = -538950.554403
  nChanged 10
		SP:Iteration 62Q (55324.720000 sec): 3 clusters
  Score: Raw -541786.293531 + Penalty 2833.725038 = -538952.568493
  nChanged 14
		SP:Iteration 63Q (55324.890000 sec): 3 clusters
  Score: Raw -541788.498005 + Penalty 2833.725038 = -538954.772967
  nChanged 10
		SP:Iteration 64Q (55325.050000 sec): 3 clusters
  Score: Raw -541790.975017 + Penalty 2833.725038 = -538957.249979
  nChanged 15
		SP:Iteration 65Q (55325.220000 sec): 3 clusters
  Score: Raw -541794.232493 + Penalty 2833.725038 = -538960.507454
  nChanged 14
		SP:Iteration 66Q (55325.430000 sec): 3 clusters
  Score: Raw -541797.725667 + Penalty 2833.725038 = -538964.000629
  nChanged 18
		SP:Iteration 67Q (55325.590000 sec): 3 clusters
  Score: Raw -541803.259992 + Penalty 2833.725038 = -538969.534954
  nChanged 18
		SP:Iteration 68Q (55325.760000 sec): 3 clusters
  Score: Raw -541807.694324 + Penalty 2833.725038 = -538973.969286
  nChanged 14
		SP:Iteration 69Q (55325.930000 sec): 3 clusters
  Score: Raw -541810.724330 + Penalty 2833.725038 = -538976.999292
  nChanged 18
		SP:Iteration 70Q (55326.090000 sec): 3 clusters
  Score: Raw -541815.225719 + Penalty 2833.725038 = -538981.500681
  nChanged 21
		SP:Iteration 71Q (55326.250000 sec): 3 clusters
  Score: Raw -541820.956791 + Penalty 2833.725038 = -538987.231753
  nChanged 27
		SP:Iteration 72Q (55326.420000 sec): 3 clusters
  Score: Raw -541826.909630 + Penalty 2833.725038 = -538993.184592
  nChanged 22
		SP:Iteration 73Q (55326.590000 sec): 3 clusters
  Score: Raw -541833.435479 + Penalty 2833.725038 = -538999.710441
  nChanged 29
		SP:Iteration 74Q (55326.780000 sec): 3 clusters
  Score: Raw -541849.601978 + Penalty 2833.725038 = -539015.876940
  nChanged 53
		SP:Iteration 75Q (55326.880000 sec): 3 clusters
  Score: Raw -541892.817368 + Penalty 2833.725038 = -539059.092330
  nChanged 75
		SP:Iteration 76Q (55326.980000 sec): 3 clusters
  Score: Raw -541937.465389 + Penalty 2833.725038 = -539103.740351
  nChanged 62
		SP:Iteration 77Q (55327.080000 sec): 3 clusters
  Score: Raw -541960.093304 + Penalty 2833.725038 = -539126.368266
  nChanged 48
		SP:Iteration 78Q (55327.170000 sec): 3 clusters
  Score: Raw -541973.876275 + Penalty 2833.725038 = -539140.151237
  nChanged 24
		SP:Iteration 79Q (55327.280000 sec): 3 clusters
  Score: Raw -541982.246794 + Penalty 2833.725038 = -539148.521756
  nChanged 31
		SP:Iteration 80F (55327.370000 sec): 3 clusters
  Score: Raw -541991.280701 + Penalty 2833.725038 = -539157.555663
  nChanged 30
		SP:Iteration 81Q (55327.470000 sec): 3 clusters
  Score: Raw -542000.051276 + Penalty 2833.725038 = -539166.326238
  nChanged 23
		SP:Iteration 82Q (55327.570000 sec): 3 clusters
  Score: Raw -542006.736289 + Penalty 2833.725038 = -539173.011251
  nChanged 33
		SP:Iteration 83Q (55327.670000 sec): 3 clusters
  Score: Raw -542014.511208 + Penalty 2833.725038 = -539180.786170
  nChanged 26
		SP:Iteration 84Q (55327.770000 sec): 3 clusters
  Score: Raw -542019.852783 + Penalty 2833.725038 = -539186.127745
  nChanged 18
		SP:Iteration 85Q (55327.960000 sec): 3 clusters
  Score: Raw -542023.141499 + Penalty 2833.725038 = -539189.416461
  nChanged 20
		SP:Iteration 86Q (55328.180000 sec): 3 clusters
  Score: Raw -542027.562615 + Penalty 2833.725038 = -539193.837577
  nChanged 22
		SP:Iteration 87Q (55328.360000 sec): 3 clusters
  Score: Raw -542033.473164 + Penalty 2833.725038 = -539199.748125
  nChanged 22
		SP:Iteration 88Q (55328.520000 sec): 3 clusters
  Score: Raw -542038.787547 + Penalty 2833.725038 = -539205.062509
  nChanged 24
		SP:Iteration 89Q (55328.730000 sec): 3 clusters
  Score: Raw -542045.353082 + Penalty 2833.725038 = -539211.628043
  nChanged 22
		SP:Iteration 90Q (55328.900000 sec): 3 clusters
  Score: Raw -542051.889034 + Penalty 2833.725038 = -539218.163996
  nChanged 22
		SP:Iteration 91Q (55329.110000 sec): 3 clusters
  Score: Raw -542057.975081 + Penalty 2833.725038 = -539224.250043
  nChanged 21
		SP:Iteration 92Q (55329.270000 sec): 3 clusters
  Score: Raw -542062.376748 + Penalty 2833.725038 = -539228.651710
  nChanged 18
		SP:Iteration 93Q (55329.440000 sec): 3 clusters
  Score: Raw -542065.725069 + Penalty 2833.725038 = -539232.000031
  nChanged 9
		SP:Iteration 94Q (55329.600000 sec): 3 clusters
  Score: Raw -542066.965421 + Penalty 2833.725038 = -539233.240383
  nChanged 7
		SP:Iteration 95Q (55329.770000 sec): 3 clusters
  Score: Raw -542068.222173 + Penalty 2833.725038 = -539234.497135
  nChanged 9
		SP:Iteration 96Q (55329.930000 sec): 3 clusters
  Score: Raw -542070.980107 + Penalty 2833.725038 = -539237.255069
  nChanged 11
		SP:Iteration 97Q (55330.100000 sec): 3 clusters
  Score: Raw -542072.874452 + Penalty 2833.725038 = -539239.149414
  nChanged 6
		SP:Iteration 98Q (55330.260000 sec): 3 clusters
  Score: Raw -542073.907090 + Penalty 2833.725038 = -539240.182052
  nChanged 4
		SP:Iteration 99Q (55330.430000 sec): 3 clusters
  Score: Raw -542074.425113 + Penalty 2833.725038 = -539240.700075
  nChanged 1
		SP:Iteration 100F (55330.590000 sec): 3 clusters
  Score: Raw -542074.484450 + Penalty 2833.725038 = -539240.759412
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (2698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55330.690000 sec): 2 clusters
  Score: Raw -180471.509609 + Penalty 1283.793231 = -179187.716378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55330.860000 sec): 3 clusters
  Score: Raw -179238.355614 + Penalty 2567.586462 = -176670.769152
  nChanged 1001
		SP:Iteration 1F (55331.040000 sec): 3 clusters
  Score: Raw -180053.052012 + Penalty 2567.586462 = -177485.465550
  nChanged 256
		SP:Iteration 2F (55331.220000 sec): 3 clusters
  Score: Raw -180347.975567 + Penalty 2567.586462 = -177780.389105
  nChanged 189
		SP:Iteration 3F (55331.390000 sec): 3 clusters
  Score: Raw -180533.441596 + Penalty 2567.586462 = -177965.855134
  nChanged 146
		SP:Iteration 4F (55331.570000 sec): 3 clusters
  Score: Raw -180668.249229 + Penalty 2567.586462 = -178100.662768
  nChanged 120
		SP:Iteration 5Q (55331.740000 sec): 3 clusters
  Score: Raw -180773.364403 + Penalty 2567.586462 = -178205.777941
  nChanged 93
		SP:Iteration 6Q (55331.920000 sec): 3 clusters
  Score: Raw -180833.592356 + Penalty 2567.586462 = -178266.005894
  nChanged 70
		SP:Iteration 7Q (55332.100000 sec): 3 clusters
  Score: Raw -180885.467413 + Penalty 2567.586462 = -178317.880951
  nChanged 70
		SP:Iteration 8Q (55332.270000 sec): 3 clusters
  Score: Raw -180930.810418 + Penalty 2567.586462 = -178363.223956
  nChanged 47
		SP:Iteration 9Q (55332.450000 sec): 3 clusters
  Score: Raw -180956.905383 + Penalty 2567.586462 = -178389.318921
  nChanged 34
		SP:Iteration 10Q (55332.620000 sec): 3 clusters
  Score: Raw -180973.179488 + Penalty 2567.586462 = -178405.593026
  nChanged 29
		SP:Iteration 11Q (55332.800000 sec): 3 clusters
  Score: Raw -180988.430333 + Penalty 2567.586462 = -178420.843872
  nChanged 23
		SP:Iteration 12Q (55332.980000 sec): 3 clusters
  Score: Raw -180996.947089 + Penalty 2567.586462 = -178429.360627
  nChanged 14
		SP:Iteration 13Q (55333.150000 sec): 3 clusters
  Score: Raw -181001.345763 + Penalty 2567.586462 = -178433.759301
  nChanged 9
		SP:Iteration 14Q (55333.320000 sec): 3 clusters
  Score: Raw -181004.516590 + Penalty 2567.586462 = -178436.930128
  nChanged 10
		SP:Iteration 15Q (55333.500000 sec): 3 clusters
  Score: Raw -181009.376641 + Penalty 2567.586462 = -178441.790179
  nChanged 15
		SP:Iteration 16Q (55333.680000 sec): 3 clusters
  Score: Raw -181016.015861 + Penalty 2567.586462 = -178448.429400
  nChanged 14
		SP:Iteration 17Q (55333.850000 sec): 3 clusters
  Score: Raw -181024.056344 + Penalty 2567.586462 = -178456.469882
  nChanged 6
		SP:Iteration 18Q (55334.030000 sec): 3 clusters
  Score: Raw -181027.142921 + Penalty 2567.586462 = -178459.556459
  nChanged 5
		SP:Iteration 19Q (55334.200000 sec): 3 clusters
  Score: Raw -181029.506882 + Penalty 2567.586462 = -178461.920420
  nChanged 10
		SP:Iteration 20F (55334.380000 sec): 3 clusters
  Score: Raw -181040.171643 + Penalty 2567.586462 = -178472.585181
  nChanged 18
		SP:Iteration 21Q (55334.560000 sec): 3 clusters
  Score: Raw -181053.532541 + Penalty 2567.586462 = -178485.946079
  nChanged 17
		SP:Iteration 22Q (55334.730000 sec): 3 clusters
  Score: Raw -181061.755532 + Penalty 2567.586462 = -178494.169070
  nChanged 16
		SP:Iteration 23Q (55334.910000 sec): 3 clusters
  Score: Raw -181071.416318 + Penalty 2567.586462 = -178503.829856
  nChanged 16
		SP:Iteration 24Q (55335.060000 sec): 3 clusters
  Score: Raw -181079.302259 + Penalty 2567.586462 = -178511.715797
  nChanged 18
		SP:Iteration 25Q (55335.110000 sec): 3 clusters
  Score: Raw -181087.240860 + Penalty 2567.586462 = -178519.654398
  nChanged 16
		SP:Iteration 26Q (55335.160000 sec): 3 clusters
  Score: Raw -181094.109363 + Penalty 2567.586462 = -178526.522901
  nChanged 8
		SP:Iteration 27Q (55335.210000 sec): 3 clusters
  Score: Raw -181096.878354 + Penalty 2567.586462 = -178529.291892
  nChanged 8
		SP:Iteration 28Q (55335.260000 sec): 3 clusters
  Score: Raw -181101.085589 + Penalty 2567.586462 = -178533.499127
  nChanged 10
		SP:Iteration 29Q (55335.310000 sec): 3 clusters
  Score: Raw -181107.787961 + Penalty 2567.586462 = -178540.201499
  nChanged 8
		SP:Iteration 30Q (55335.360000 sec): 3 clusters
  Score: Raw -181111.963855 + Penalty 2567.586462 = -178544.377393
  nChanged 6
		SP:Iteration 31Q (55335.410000 sec): 3 clusters
  Score: Raw -181113.469946 + Penalty 2567.586462 = -178545.883484
  nChanged 5
		SP:Iteration 32Q (55335.460000 sec): 3 clusters
  Score: Raw -181115.246123 + Penalty 2567.586462 = -178547.659661
  nChanged 2
		SP:Iteration 33Q (55335.520000 sec): 3 clusters
  Score: Raw -181115.876240 + Penalty 2567.586462 = -178548.289778
  nChanged 0
		SP:Iteration 34F (55335.560000 sec): 3 clusters
  Score: Raw -181115.876240 + Penalty 2567.586462 = -178548.289778
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (2548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55335.630000 sec): 2 clusters
  Score: Raw -210942.651714 + Penalty 1274.497903 = -209668.153811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55335.680000 sec): 3 clusters
  Score: Raw -209792.633449 + Penalty 2548.995805 = -207243.637643
  nChanged 935
		SP:Iteration 1F (55335.730000 sec): 3 clusters
  Score: Raw -210386.677954 + Penalty 2548.995805 = -207837.682149
  nChanged 214
		SP:Iteration 2F (55335.780000 sec): 3 clusters
  Score: Raw -210540.905533 + Penalty 2548.995805 = -207991.909727
  nChanged 151
		SP:Iteration 3F (55335.830000 sec): 3 clusters
  Score: Raw -210653.165614 + Penalty 2548.995805 = -208104.169809
  nChanged 104
		SP:Iteration 4Q (55335.880000 sec): 3 clusters
  Score: Raw -210713.861797 + Penalty 2548.995805 = -208164.865992
  nChanged 67
		SP:Iteration 5Q (55335.930000 sec): 3 clusters
  Score: Raw -210750.993987 + Penalty 2548.995805 = -208201.998182
  nChanged 58
		SP:Iteration 6Q (55335.980000 sec): 3 clusters
  Score: Raw -210779.344720 + Penalty 2548.995805 = -208230.348915
  nChanged 48
		SP:Iteration 7Q (55336.040000 sec): 3 clusters
  Score: Raw -210803.370465 + Penalty 2548.995805 = -208254.374660
  nChanged 49
		SP:Iteration 8Q (55336.090000 sec): 3 clusters
  Score: Raw -210826.258467 + Penalty 2548.995805 = -208277.262661
  nChanged 47
		SP:Iteration 9Q (55336.140000 sec): 3 clusters
  Score: Raw -210847.562604 + Penalty 2548.995805 = -208298.566798
  nChanged 38
		SP:Iteration 10Q (55336.190000 sec): 3 clusters
  Score: Raw -210869.667605 + Penalty 2548.995805 = -208320.671800
  nChanged 56
		SP:Iteration 11Q (55336.240000 sec): 3 clusters
  Score: Raw -210906.252934 + Penalty 2548.995805 = -208357.257129
  nChanged 59
		SP:Iteration 12Q (55336.290000 sec): 3 clusters
  Score: Raw -210945.265819 + Penalty 2548.995805 = -208396.270014
  nChanged 67
		SP:Iteration 13Q (55336.340000 sec): 3 clusters
  Score: Raw -210999.160330 + Penalty 2548.995805 = -208450.164524
  nChanged 60
		SP:Iteration 14Q (55336.390000 sec): 3 clusters
  Score: Raw -211045.296935 + Penalty 2548.995805 = -208496.301130
  nChanged 61
		SP:Iteration 15Q (55336.440000 sec): 3 clusters
  Score: Raw -211078.593832 + Penalty 2548.995805 = -208529.598026
  nChanged 47
		SP:Iteration 16Q (55336.560000 sec): 3 clusters
  Score: Raw -211109.887125 + Penalty 2548.995805 = -208560.891319
  nChanged 39
		SP:Iteration 17Q (55336.600000 sec): 3 clusters
  Score: Raw -211133.717639 + Penalty 2548.995805 = -208584.721834
  nChanged 30
		SP:Iteration 18Q (55336.660000 sec): 3 clusters
  Score: Raw -211152.201198 + Penalty 2548.995805 = -208603.205393
  nChanged 29
		SP:Iteration 19Q (55336.710000 sec): 3 clusters
  Score: Raw -211170.951571 + Penalty 2548.995805 = -208621.955766
  nChanged 26
		SP:Iteration 20F (55336.760000 sec): 3 clusters
  Score: Raw -211184.135702 + Penalty 2548.995805 = -208635.139897
  nChanged 18
		SP:Iteration 21Q (55336.810000 sec): 3 clusters
  Score: Raw -211193.674613 + Penalty 2548.995805 = -208644.678808
  nChanged 15
		SP:Iteration 22Q (55336.860000 sec): 3 clusters
  Score: Raw -211202.628046 + Penalty 2548.995805 = -208653.632241
  nChanged 11
		SP:Iteration 23Q (55336.910000 sec): 3 clusters
  Score: Raw -211209.766893 + Penalty 2548.995805 = -208660.771088
  nChanged 9
		SP:Iteration 24Q (55336.960000 sec): 3 clusters
  Score: Raw -211213.424683 + Penalty 2548.995805 = -208664.428878
  nChanged 3
		SP:Iteration 25Q (55337.010000 sec): 3 clusters
  Score: Raw -211214.888599 + Penalty 2548.995805 = -208665.892794
  nChanged 2
		SP:Iteration 26Q (55337.060000 sec): 3 clusters
  Score: Raw -211215.427261 + Penalty 2548.995805 = -208666.431456
  nChanged 0
		SP:Iteration 27F (55337.110000 sec): 3 clusters
  Score: Raw -211215.427261 + Penalty 2548.995805 = -208666.431456
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (6232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55337.200000 sec): 2 clusters
  Score: Raw -532837.829741 + Penalty 1419.836045 = -531417.993695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55337.410000 sec): 3 clusters
  Score: Raw -529506.993679 + Penalty 2839.672091 = -526667.321588
  nChanged 2596
		SP:Iteration 1F (55337.620000 sec): 3 clusters
  Score: Raw -531009.072884 + Penalty 2839.672091 = -528169.400794
  nChanged 516
		SP:Iteration 2F (55337.800000 sec): 3 clusters
  Score: Raw -531351.624235 + Penalty 2839.672091 = -528511.952144
  nChanged 416
		SP:Iteration 3F (55338.020000 sec): 3 clusters
  Score: Raw -531607.601068 + Penalty 2839.672091 = -528767.928977
  nChanged 350
		SP:Iteration 4F (55338.180000 sec): 3 clusters
  Score: Raw -531827.185431 + Penalty 2839.672091 = -528987.513340
  nChanged 314
		SP:Iteration 5F (55338.400000 sec): 3 clusters
  Score: Raw -532031.656801 + Penalty 2839.672091 = -529191.984710
  nChanged 272
		SP:Iteration 6Q (55338.580000 sec): 3 clusters
  Score: Raw -532199.866341 + Penalty 2839.672091 = -529360.194250
  nChanged 233
		SP:Iteration 7Q (55338.780000 sec): 3 clusters
  Score: Raw -532357.797568 + Penalty 2839.672091 = -529518.125477
  nChanged 205
		SP:Iteration 8Q (55338.990000 sec): 3 clusters
  Score: Raw -532475.393664 + Penalty 2839.672091 = -529635.721573
  nChanged 175
		SP:Iteration 9Q (55339.150000 sec): 3 clusters
  Score: Raw -532567.403710 + Penalty 2839.672091 = -529727.731619
  nChanged 145
		SP:Iteration 10Q (55339.320000 sec): 3 clusters
  Score: Raw -532640.993072 + Penalty 2839.672091 = -529801.320981
  nChanged 133
		SP:Iteration 11Q (55339.480000 sec): 3 clusters
  Score: Raw -532700.731188 + Penalty 2839.672091 = -529861.059097
  nChanged 96
		SP:Iteration 12Q (55339.640000 sec): 3 clusters
  Score: Raw -532737.745559 + Penalty 2839.672091 = -529898.073468
  nChanged 75
		SP:Iteration 13Q (55339.810000 sec): 3 clusters
  Score: Raw -532763.188456 + Penalty 2839.672091 = -529923.516365
  nChanged 53
		SP:Iteration 14Q (55339.980000 sec): 3 clusters
  Score: Raw -532784.350645 + Penalty 2839.672091 = -529944.678554
  nChanged 53
		SP:Iteration 15Q (55340.140000 sec): 3 clusters
  Score: Raw -532801.614036 + Penalty 2839.672091 = -529961.941945
  nChanged 44
		SP:Iteration 16Q (55340.310000 sec): 3 clusters
  Score: Raw -532818.145025 + Penalty 2839.672091 = -529978.472934
  nChanged 46
		SP:Iteration 17Q (55340.470000 sec): 3 clusters
  Score: Raw -532834.305124 + Penalty 2839.672091 = -529994.633033
  nChanged 42
		SP:Iteration 18Q (55340.660000 sec): 3 clusters
  Score: Raw -532849.587524 + Penalty 2839.672091 = -530009.915433
  nChanged 44
		SP:Iteration 19Q (55340.770000 sec): 3 clusters
  Score: Raw -532865.239206 + Penalty 2839.672091 = -530025.567115
  nChanged 42
		SP:Iteration 20F (55340.870000 sec): 3 clusters
  Score: Raw -532880.044771 + Penalty 2839.672091 = -530040.372680
  nChanged 38
		SP:Iteration 21Q (55340.960000 sec): 3 clusters
  Score: Raw -532898.546004 + Penalty 2839.672091 = -530058.873913
  nChanged 36
		SP:Iteration 22Q (55341.060000 sec): 3 clusters
  Score: Raw -532913.993144 + Penalty 2839.672091 = -530074.321053
  nChanged 48
		SP:Iteration 23Q (55341.180000 sec): 3 clusters
  Score: Raw -532935.455452 + Penalty 2839.672091 = -530095.783361
  nChanged 47
		SP:Iteration 24Q (55341.320000 sec): 3 clusters
  Score: Raw -532953.871875 + Penalty 2839.672091 = -530114.199784
  nChanged 55
		SP:Iteration 25Q (55341.430000 sec): 3 clusters
  Score: Raw -532975.338450 + Penalty 2839.672091 = -530135.666359
  nChanged 55
		SP:Iteration 26Q (55341.530000 sec): 3 clusters
  Score: Raw -532999.540104 + Penalty 2839.672091 = -530159.868013
  nChanged 49
		SP:Iteration 27Q (55341.630000 sec): 3 clusters
  Score: Raw -533016.708248 + Penalty 2839.672091 = -530177.036157
  nChanged 49
		SP:Iteration 28Q (55341.730000 sec): 3 clusters
  Score: Raw -533034.001019 + Penalty 2839.672091 = -530194.328928
  nChanged 39
		SP:Iteration 29Q (55341.840000 sec): 3 clusters
  Score: Raw -533044.680206 + Penalty 2839.672091 = -530205.008115
  nChanged 27
		SP:Iteration 30Q (55341.930000 sec): 3 clusters
  Score: Raw -533052.837544 + Penalty 2839.672091 = -530213.165453
  nChanged 33
		SP:Iteration 31Q (55342.030000 sec): 3 clusters
  Score: Raw -533063.796476 + Penalty 2839.672091 = -530224.124385
  nChanged 27
		SP:Iteration 32Q (55342.130000 sec): 3 clusters
  Score: Raw -533071.297889 + Penalty 2839.672091 = -530231.625798
  nChanged 25
		SP:Iteration 33Q (55342.240000 sec): 3 clusters
  Score: Raw -533076.381415 + Penalty 2839.672091 = -530236.709324
  nChanged 22
		SP:Iteration 34Q (55342.340000 sec): 3 clusters
  Score: Raw -533080.230844 + Penalty 2839.672091 = -530240.558753
  nChanged 15
		SP:Iteration 35Q (55342.430000 sec): 3 clusters
  Score: Raw -533083.400294 + Penalty 2839.672091 = -530243.728203
  nChanged 8
		SP:Iteration 36Q (55342.530000 sec): 3 clusters
  Score: Raw -533085.441415 + Penalty 2839.672091 = -530245.769324
  nChanged 10
		SP:Iteration 37Q (55342.630000 sec): 3 clusters
  Score: Raw -533087.411220 + Penalty 2839.672091 = -530247.739129
  nChanged 9
		SP:Iteration 38Q (55342.820000 sec): 3 clusters
  Score: Raw -533088.800798 + Penalty 2839.672091 = -530249.128707
  nChanged 6
		SP:Iteration 39Q (55342.990000 sec): 3 clusters
  Score: Raw -533090.055321 + Penalty 2839.672091 = -530250.383230
  nChanged 7
		SP:Iteration 40F (55343.150000 sec): 3 clusters
  Score: Raw -533092.450323 + Penalty 2839.672091 = -530252.778232
  nChanged 6
		SP:Iteration 41Q (55343.290000 sec): 3 clusters
  Score: Raw -533093.438108 + Penalty 2839.672091 = -530253.766017
  nChanged 3
		SP:Iteration 42Q (55343.490000 sec): 3 clusters
  Score: Raw -533094.165737 + Penalty 2839.672091 = -530254.493646
  nChanged 3
		SP:Iteration 43Q (55343.660000 sec): 3 clusters
  Score: Raw -533094.413228 + Penalty 2839.672091 = -530254.741137
  nChanged 1
		SP:Iteration 44Q (55343.820000 sec): 3 clusters
  Score: Raw -533094.476150 + Penalty 2839.672091 = -530254.804060
  nChanged 0
		SP:Iteration 45F (55343.990000 sec): 3 clusters
  Score: Raw -533094.476150 + Penalty 2839.672091 = -530254.804060
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (7211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55344.110000 sec): 2 clusters
  Score: Raw -620863.004200 + Penalty 1443.546474 = -619419.457726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55344.330000 sec): 3 clusters
  Score: Raw -616890.030213 + Penalty 2887.092948 = -614002.937265
  nChanged 3034
		SP:Iteration 1F (55344.530000 sec): 3 clusters
  Score: Raw -618647.188236 + Penalty 2887.092948 = -615760.095288
  nChanged 591
		SP:Iteration 2F (55344.730000 sec): 3 clusters
  Score: Raw -619080.284356 + Penalty 2887.092948 = -616193.191408
  nChanged 527
		SP:Iteration 3F (55344.930000 sec): 3 clusters
  Score: Raw -619453.492455 + Penalty 2887.092948 = -616566.399507
  nChanged 430
		SP:Iteration 4F (55345.130000 sec): 3 clusters
  Score: Raw -619741.530386 + Penalty 2887.092948 = -616854.437438
  nChanged 358
		SP:Iteration 5Q (55345.370000 sec): 3 clusters
  Score: Raw -619978.079416 + Penalty 2887.092948 = -617090.986468
  nChanged 378
		SP:Iteration 6F (55345.480000 sec): 3 clusters
  Score: Raw -620244.688177 + Penalty 2887.092948 = -617357.595229
  nChanged 356
		SP:Iteration 7Q (55345.590000 sec): 3 clusters
  Score: Raw -620500.200955 + Penalty 2887.092948 = -617613.108007
  nChanged 322
		SP:Iteration 8Q (55345.810000 sec): 3 clusters
  Score: Raw -620779.835669 + Penalty 2887.092948 = -617892.742721
  nChanged 326
		SP:Iteration 9Q (55345.920000 sec): 3 clusters
  Score: Raw -621036.735943 + Penalty 2887.092948 = -618149.642995
  nChanged 259
		SP:Iteration 10Q (55346.140000 sec): 3 clusters
  Score: Raw -621219.960881 + Penalty 2887.092948 = -618332.867933
  nChanged 181
		SP:Iteration 11Q (55346.300000 sec): 3 clusters
  Score: Raw -621321.408184 + Penalty 2887.092948 = -618434.315236
  nChanged 119
		SP:Iteration 12Q (55346.510000 sec): 3 clusters
  Score: Raw -621388.354596 + Penalty 2887.092948 = -618501.261648
  nChanged 120
		SP:Iteration 13Q (55346.710000 sec): 3 clusters
  Score: Raw -621459.091179 + Penalty 2887.092948 = -618571.998231
  nChanged 99
		SP:Iteration 14Q (55346.890000 sec): 3 clusters
  Score: Raw -621505.684379 + Penalty 2887.092948 = -618618.591431
  nChanged 68
		SP:Iteration 15Q (55347.070000 sec): 3 clusters
  Score: Raw -621535.748239 + Penalty 2887.092948 = -618648.655291
  nChanged 55
		SP:Iteration 16Q (55347.250000 sec): 3 clusters
  Score: Raw -621558.726103 + Penalty 2887.092948 = -618671.633155
  nChanged 64
		SP:Iteration 17Q (55347.440000 sec): 3 clusters
  Score: Raw -621579.936893 + Penalty 2887.092948 = -618692.843945
  nChanged 53
		SP:Iteration 18Q (55347.630000 sec): 3 clusters
  Score: Raw -621596.099562 + Penalty 2887.092948 = -618709.006614
  nChanged 41
		SP:Iteration 19Q (55347.820000 sec): 3 clusters
  Score: Raw -621608.769844 + Penalty 2887.092948 = -618721.676896
  nChanged 33
		SP:Iteration 20F (55348.010000 sec): 3 clusters
  Score: Raw -621618.378534 + Penalty 2887.092948 = -618731.285586
  nChanged 30
		SP:Iteration 21Q (55348.200000 sec): 3 clusters
  Score: Raw -621629.655216 + Penalty 2887.092948 = -618742.562268
  nChanged 33
		SP:Iteration 22Q (55348.310000 sec): 3 clusters
  Score: Raw -621640.157135 + Penalty 2887.092948 = -618753.064187
  nChanged 29
		SP:Iteration 23Q (55348.530000 sec): 3 clusters
  Score: Raw -621647.943765 + Penalty 2887.092948 = -618760.850817
  nChanged 25
		SP:Iteration 24Q (55348.690000 sec): 3 clusters
  Score: Raw -621652.768951 + Penalty 2887.092948 = -618765.676003
  nChanged 19
		SP:Iteration 25Q (55348.900000 sec): 3 clusters
  Score: Raw -621656.723629 + Penalty 2887.092948 = -618769.630681
  nChanged 17
		SP:Iteration 26Q (55349.100000 sec): 3 clusters
  Score: Raw -621659.367467 + Penalty 2887.092948 = -618772.274519
  nChanged 8
		SP:Iteration 27Q (55349.300000 sec): 3 clusters
  Score: Raw -621661.474638 + Penalty 2887.092948 = -618774.381690
  nChanged 8
		SP:Iteration 28Q (55349.500000 sec): 3 clusters
  Score: Raw -621662.863180 + Penalty 2887.092948 = -618775.770232
  nChanged 7
		SP:Iteration 29Q (55349.700000 sec): 3 clusters
  Score: Raw -621664.277243 + Penalty 2887.092948 = -618777.184295
  nChanged 7
		SP:Iteration 30Q (55349.910000 sec): 3 clusters
  Score: Raw -621665.944007 + Penalty 2887.092948 = -618778.851059
  nChanged 5
		SP:Iteration 31Q (55350.110000 sec): 3 clusters
  Score: Raw -621666.542085 + Penalty 2887.092948 = -618779.449137
  nChanged 1
		SP:Iteration 32Q (55350.310000 sec): 3 clusters
  Score: Raw -621666.826350 + Penalty 2887.092948 = -618779.733402
  nChanged 3
		SP:Iteration 33Q (55350.510000 sec): 3 clusters
  Score: Raw -621667.174483 + Penalty 2887.092948 = -618780.081535
  nChanged 2
		SP:Iteration 34Q (55350.710000 sec): 3 clusters
  Score: Raw -621667.400267 + Penalty 2887.092948 = -618780.307319
  nChanged 1
		SP:Iteration 35Q (55350.910000 sec): 3 clusters
  Score: Raw -621667.460450 + Penalty 2887.092948 = -618780.367502
  nChanged 0
		SP:Iteration 36F (55351.110000 sec): 3 clusters
  Score: Raw -621667.460450 + Penalty 2887.092948 = -618780.367502
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (4481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55351.230000 sec): 2 clusters
  Score: Raw -399074.094169 + Penalty 1366.235246 = -397707.858923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55351.450000 sec): 3 clusters
  Score: Raw -396794.649670 + Penalty 2732.470492 = -394062.179178
  nChanged 1760
		SP:Iteration 1F (55351.630000 sec): 3 clusters
  Score: Raw -397936.960936 + Penalty 2732.470492 = -395204.490444
  nChanged 373
		SP:Iteration 2F (55351.800000 sec): 3 clusters
  Score: Raw -398246.860737 + Penalty 2732.470492 = -395514.390245
  nChanged 319
		SP:Iteration 3F (55351.980000 sec): 3 clusters
  Score: Raw -398551.996651 + Penalty 2732.470492 = -395819.526159
  nChanged 312
		SP:Iteration 4F (55352.160000 sec): 3 clusters
  Score: Raw -398824.683225 + Penalty 2732.470492 = -396092.212733
  nChanged 281
		SP:Iteration 5F (55352.330000 sec): 3 clusters
  Score: Raw -399073.241564 + Penalty 2732.470492 = -396340.771072
  nChanged 250
		SP:Iteration 6F (55352.500000 sec): 3 clusters
  Score: Raw -399300.743889 + Penalty 2732.470492 = -396568.273396
  nChanged 211
		SP:Iteration 7Q (55352.680000 sec): 3 clusters
  Score: Raw -399435.553868 + Penalty 2732.470492 = -396703.083376
  nChanged 131
		SP:Iteration 8Q (55352.860000 sec): 3 clusters
  Score: Raw -399507.259205 + Penalty 2732.470492 = -396774.788713
  nChanged 93
		SP:Iteration 9Q (55353.030000 sec): 3 clusters
  Score: Raw -399552.542130 + Penalty 2732.470492 = -396820.071638
  nChanged 63
		SP:Iteration 10Q (55353.210000 sec): 3 clusters
  Score: Raw -399578.568378 + Penalty 2732.470492 = -396846.097886
  nChanged 39
		SP:Iteration 11Q (55353.380000 sec): 3 clusters
  Score: Raw -399593.703614 + Penalty 2732.470492 = -396861.233122
  nChanged 45
		SP:Iteration 12Q (55353.560000 sec): 3 clusters
  Score: Raw -399613.062386 + Penalty 2732.470492 = -396880.591893
  nChanged 38
		SP:Iteration 13Q (55353.740000 sec): 3 clusters
  Score: Raw -399626.200376 + Penalty 2732.470492 = -396893.729884
  nChanged 24
		SP:Iteration 14Q (55353.910000 sec): 3 clusters
  Score: Raw -399634.427796 + Penalty 2732.470492 = -396901.957304
  nChanged 27
		SP:Iteration 15Q (55354.090000 sec): 3 clusters
  Score: Raw -399643.677021 + Penalty 2732.470492 = -396911.206529
  nChanged 20
		SP:Iteration 16Q (55354.260000 sec): 3 clusters
  Score: Raw -399650.055376 + Penalty 2732.470492 = -396917.584884
  nChanged 14
		SP:Iteration 17Q (55354.440000 sec): 3 clusters
  Score: Raw -399654.188590 + Penalty 2732.470492 = -396921.718097
  nChanged 13
		SP:Iteration 18Q (55354.620000 sec): 3 clusters
  Score: Raw -399657.113527 + Penalty 2732.470492 = -396924.643034
  nChanged 9
		SP:Iteration 19Q (55354.790000 sec): 3 clusters
  Score: Raw -399659.431165 + Penalty 2732.470492 = -396926.960673
  nChanged 5
		SP:Iteration 20F (55354.970000 sec): 3 clusters
  Score: Raw -399661.113349 + Penalty 2732.470492 = -396928.642857
  nChanged 6
		SP:Iteration 21Q (55355.140000 sec): 3 clusters
  Score: Raw -399662.802077 + Penalty 2732.470492 = -396930.331585
  nChanged 5
		SP:Iteration 22Q (55355.320000 sec): 3 clusters
  Score: Raw -399663.716472 + Penalty 2732.470492 = -396931.245979
  nChanged 1
		SP:Iteration 23Q (55355.490000 sec): 3 clusters
  Score: Raw -399663.823521 + Penalty 2732.470492 = -396931.353028
  nChanged 0
		SP:Iteration 24F (55355.670000 sec): 3 clusters
  Score: Raw -399663.823521 + Penalty 2732.470492 = -396931.353028
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (4637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55355.800000 sec): 2 clusters
  Score: Raw -396118.325338 + Penalty 1371.796219 = -394746.529120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55356.000000 sec): 3 clusters
  Score: Raw -393757.253069 + Penalty 2743.592437 = -391013.660632
  nChanged 1886
		SP:Iteration 1F (55356.200000 sec): 3 clusters
  Score: Raw -394830.940414 + Penalty 2743.592437 = -392087.347976
  nChanged 352
		SP:Iteration 2F (55356.370000 sec): 3 clusters
  Score: Raw -395091.366340 + Penalty 2743.592437 = -392347.773902
  nChanged 270
		SP:Iteration 3F (55356.550000 sec): 3 clusters
  Score: Raw -395302.810836 + Penalty 2743.592437 = -392559.218398
  nChanged 244
		SP:Iteration 4F (55356.720000 sec): 3 clusters
  Score: Raw -395485.696348 + Penalty 2743.592437 = -392742.103911
  nChanged 233
		SP:Iteration 5F (55356.900000 sec): 3 clusters
  Score: Raw -395650.022102 + Penalty 2743.592437 = -392906.429664
  nChanged 212
		SP:Iteration 6Q (55357.070000 sec): 3 clusters
  Score: Raw -395827.755903 + Penalty 2743.592437 = -393084.163466
  nChanged 244
		SP:Iteration 7F (55357.250000 sec): 3 clusters
  Score: Raw -396029.061940 + Penalty 2743.592437 = -393285.469503
  nChanged 213
		SP:Iteration 8Q (55357.420000 sec): 3 clusters
  Score: Raw -396217.270438 + Penalty 2743.592437 = -393473.678001
  nChanged 214
		SP:Iteration 9Q (55357.600000 sec): 3 clusters
  Score: Raw -396387.115273 + Penalty 2743.592437 = -393643.522835
  nChanged 171
		SP:Iteration 10Q (55357.680000 sec): 3 clusters
  Score: Raw -396506.647573 + Penalty 2743.592437 = -393763.055136
  nChanged 140
		SP:Iteration 11Q (55357.770000 sec): 3 clusters
  Score: Raw -396595.206146 + Penalty 2743.592437 = -393851.613709
  nChanged 108
		SP:Iteration 12Q (55357.860000 sec): 3 clusters
  Score: Raw -396657.690057 + Penalty 2743.592437 = -393914.097620
  nChanged 82
		SP:Iteration 13Q (55357.960000 sec): 3 clusters
  Score: Raw -396700.988032 + Penalty 2743.592437 = -393957.395595
  nChanged 76
		SP:Iteration 14Q (55358.050000 sec): 3 clusters
  Score: Raw -396740.172376 + Penalty 2743.592437 = -393996.579938
  nChanged 66
		SP:Iteration 15Q (55358.230000 sec): 3 clusters
  Score: Raw -396776.759886 + Penalty 2743.592437 = -394033.167449
  nChanged 57
		SP:Iteration 16Q (55358.400000 sec): 3 clusters
  Score: Raw -396803.448943 + Penalty 2743.592437 = -394059.856506
  nChanged 44
		SP:Iteration 17Q (55358.580000 sec): 3 clusters
  Score: Raw -396818.562612 + Penalty 2743.592437 = -394074.970175
  nChanged 25
		SP:Iteration 18Q (55358.760000 sec): 3 clusters
  Score: Raw -396826.647772 + Penalty 2743.592437 = -394083.055334
  nChanged 24
		SP:Iteration 19Q (55358.930000 sec): 3 clusters
  Score: Raw -396834.862772 + Penalty 2743.592437 = -394091.270334
  nChanged 26
		SP:Iteration 20F (55359.110000 sec): 3 clusters
  Score: Raw -396846.211126 + Penalty 2743.592437 = -394102.618689
  nChanged 26
		SP:Iteration 21Q (55359.280000 sec): 3 clusters
  Score: Raw -396857.616867 + Penalty 2743.592437 = -394114.024430
  nChanged 33
		SP:Iteration 22Q (55359.460000 sec): 3 clusters
  Score: Raw -396872.184226 + Penalty 2743.592437 = -394128.591788
  nChanged 26
		SP:Iteration 23Q (55359.630000 sec): 3 clusters
  Score: Raw -396882.934313 + Penalty 2743.592437 = -394139.341876
  nChanged 18
		SP:Iteration 24Q (55359.810000 sec): 3 clusters
  Score: Raw -396887.158001 + Penalty 2743.592437 = -394143.565563
  nChanged 10
		SP:Iteration 25Q (55359.980000 sec): 3 clusters
  Score: Raw -396889.844146 + Penalty 2743.592437 = -394146.251709
  nChanged 9
		SP:Iteration 26Q (55360.160000 sec): 3 clusters
  Score: Raw -396893.307759 + Penalty 2743.592437 = -394149.715322
  nChanged 8
		SP:Iteration 27Q (55360.340000 sec): 3 clusters
  Score: Raw -396896.335304 + Penalty 2743.592437 = -394152.742866
  nChanged 7
		SP:Iteration 28Q (55360.510000 sec): 3 clusters
  Score: Raw -396898.364301 + Penalty 2743.592437 = -394154.771864
  nChanged 5
		SP:Iteration 29Q (55360.690000 sec): 3 clusters
  Score: Raw -396899.310483 + Penalty 2743.592437 = -394155.718045
  nChanged 3
		SP:Iteration 30Q (55360.860000 sec): 3 clusters
  Score: Raw -396900.903926 + Penalty 2743.592437 = -394157.311489
  nChanged 5
		SP:Iteration 31Q (55361.040000 sec): 3 clusters
  Score: Raw -396902.298664 + Penalty 2743.592437 = -394158.706227
  nChanged 3
		SP:Iteration 32Q (55361.220000 sec): 3 clusters
  Score: Raw -396902.881291 + Penalty 2743.592437 = -394159.288853
  nChanged 1
		SP:Iteration 33Q (55361.390000 sec): 3 clusters
  Score: Raw -396902.998751 + Penalty 2743.592437 = -394159.406314
  nChanged 0
		SP:Iteration 34F (55361.570000 sec): 3 clusters
  Score: Raw -396902.998751 + Penalty 2743.592437 = -394159.406314
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (3630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55361.690000 sec): 2 clusters
  Score: Raw -266180.197952 + Penalty 1332.010538 = -264848.187414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55361.840000 sec): 3 clusters
  Score: Raw -264479.691913 + Penalty 2664.021076 = -261815.670837
  nChanged 1433
		SP:Iteration 1F (55362.010000 sec): 3 clusters
  Score: Raw -265564.670587 + Penalty 2664.021076 = -262900.649511
  nChanged 367
		SP:Iteration 2F (55362.190000 sec): 3 clusters
  Score: Raw -265948.162400 + Penalty 2664.021076 = -263284.141323
  nChanged 289
		SP:Iteration 3F (55362.360000 sec): 3 clusters
  Score: Raw -266263.505677 + Penalty 2664.021076 = -263599.484601
  nChanged 230
		SP:Iteration 4F (55362.540000 sec): 3 clusters
  Score: Raw -266486.419972 + Penalty 2664.021076 = -263822.398896
  nChanged 177
		SP:Iteration 5Q (55362.720000 sec): 3 clusters
  Score: Raw -266653.269165 + Penalty 2664.021076 = -263989.248089
  nChanged 140
		SP:Iteration 6Q (55362.890000 sec): 3 clusters
  Score: Raw -266769.542608 + Penalty 2664.021076 = -264105.521531
  nChanged 97
		SP:Iteration 7Q (55363.070000 sec): 3 clusters
  Score: Raw -266857.008517 + Penalty 2664.021076 = -264192.987440
  nChanged 88
		SP:Iteration 8Q (55363.240000 sec): 3 clusters
  Score: Raw -266922.137293 + Penalty 2664.021076 = -264258.116217
  nChanged 77
		SP:Iteration 9Q (55363.430000 sec): 3 clusters
  Score: Raw -266970.627144 + Penalty 2664.021076 = -264306.606067
  nChanged 51
		SP:Iteration 10Q (55363.600000 sec): 3 clusters
  Score: Raw -267003.172359 + Penalty 2664.021076 = -264339.151283
  nChanged 50
		SP:Iteration 11Q (55363.770000 sec): 3 clusters
  Score: Raw -267025.866442 + Penalty 2664.021076 = -264361.845366
  nChanged 34
		SP:Iteration 12Q (55363.950000 sec): 3 clusters
  Score: Raw -267038.556075 + Penalty 2664.021076 = -264374.534998
  nChanged 27
		SP:Iteration 13Q (55364.120000 sec): 3 clusters
  Score: Raw -267049.504314 + Penalty 2664.021076 = -264385.483238
  nChanged 16
		SP:Iteration 14Q (55364.300000 sec): 3 clusters
  Score: Raw -267054.959876 + Penalty 2664.021076 = -264390.938799
  nChanged 18
		SP:Iteration 15Q (55364.480000 sec): 3 clusters
  Score: Raw -267059.887319 + Penalty 2664.021076 = -264395.866243
  nChanged 12
		SP:Iteration 16Q (55364.650000 sec): 3 clusters
  Score: Raw -267062.974962 + Penalty 2664.021076 = -264398.953886
  nChanged 10
		SP:Iteration 17Q (55364.830000 sec): 3 clusters
  Score: Raw -267066.813327 + Penalty 2664.021076 = -264402.792250
  nChanged 15
		SP:Iteration 18Q (55365.000000 sec): 3 clusters
  Score: Raw -267071.343293 + Penalty 2664.021076 = -264407.322216
  nChanged 13
		SP:Iteration 19Q (55365.180000 sec): 3 clusters
  Score: Raw -267075.538984 + Penalty 2664.021076 = -264411.517907
  nChanged 12
		SP:Iteration 20F (55365.360000 sec): 3 clusters
  Score: Raw -267078.890333 + Penalty 2664.021076 = -264414.869257
  nChanged 9
		SP:Iteration 21Q (55365.530000 sec): 3 clusters
  Score: Raw -267080.552549 + Penalty 2664.021076 = -264416.531472
  nChanged 1
		SP:Iteration 22Q (55365.710000 sec): 3 clusters
  Score: Raw -267080.793062 + Penalty 2664.021076 = -264416.771986
  nChanged 3
		SP:Iteration 23Q (55365.880000 sec): 3 clusters
  Score: Raw -267081.299974 + Penalty 2664.021076 = -264417.278898
  nChanged 3
		SP:Iteration 24Q (55366.060000 sec): 3 clusters
  Score: Raw -267082.109179 + Penalty 2664.021076 = -264418.088102
  nChanged 3
		SP:Iteration 25Q (55366.230000 sec): 3 clusters
  Score: Raw -267082.782196 + Penalty 2664.021076 = -264418.761120
  nChanged 1
		SP:Iteration 26Q (55366.410000 sec): 3 clusters
  Score: Raw -267082.983872 + Penalty 2664.021076 = -264418.962796
  nChanged 2
		SP:Iteration 27Q (55366.580000 sec): 3 clusters
  Score: Raw -267083.645351 + Penalty 2664.021076 = -264419.624274
  nChanged 2
		SP:Iteration 28Q (55366.760000 sec): 3 clusters
  Score: Raw -267084.155967 + Penalty 2664.021076 = -264420.134891
  nChanged 2
		SP:Iteration 29Q (55366.940000 sec): 3 clusters
  Score: Raw -267084.986273 + Penalty 2664.021076 = -264420.965197
  nChanged 0
		SP:Iteration 30F (55367.110000 sec): 3 clusters
  Score: Raw -267084.986273 + Penalty 2664.021076 = -264420.965197
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (6624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55367.250000 sec): 2 clusters
  Score: Raw -556101.765541 + Penalty 1429.748888 = -554672.016653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55367.470000 sec): 3 clusters
  Score: Raw -552494.849665 + Penalty 2859.497776 = -549635.351889
  nChanged 2816
		SP:Iteration 1F (55367.670000 sec): 3 clusters
  Score: Raw -554147.849767 + Penalty 2859.497776 = -551288.351990
  nChanged 514
		SP:Iteration 2F (55367.880000 sec): 3 clusters
  Score: Raw -554479.530706 + Penalty 2859.497776 = -551620.032930
  nChanged 436
		SP:Iteration 3F (55368.080000 sec): 3 clusters
  Score: Raw -554784.110414 + Penalty 2859.497776 = -551924.612638
  nChanged 396
		SP:Iteration 4F (55368.290000 sec): 3 clusters
  Score: Raw -555106.811710 + Penalty 2859.497776 = -552247.313933
  nChanged 379
		SP:Iteration 5F (55368.480000 sec): 3 clusters
  Score: Raw -555433.252824 + Penalty 2859.497776 = -552573.755048
  nChanged 334
		SP:Iteration 6F (55368.660000 sec): 3 clusters
  Score: Raw -555698.937476 + Penalty 2859.497776 = -552839.439700
  nChanged 308
		SP:Iteration 7Q (55368.850000 sec): 3 clusters
  Score: Raw -555913.060044 + Penalty 2859.497776 = -553053.562268
  nChanged 259
		SP:Iteration 8Q (55369.040000 sec): 3 clusters
  Score: Raw -556099.276646 + Penalty 2859.497776 = -553239.778870
  nChanged 207
		SP:Iteration 9Q (55369.230000 sec): 3 clusters
  Score: Raw -556217.272517 + Penalty 2859.497776 = -553357.774741
  nChanged 181
		SP:Iteration 10Q (55369.420000 sec): 3 clusters
  Score: Raw -556320.591671 + Penalty 2859.497776 = -553461.093895
  nChanged 154
		SP:Iteration 11Q (55369.600000 sec): 3 clusters
  Score: Raw -556408.098887 + Penalty 2859.497776 = -553548.601111
  nChanged 121
		SP:Iteration 12Q (55369.790000 sec): 3 clusters
  Score: Raw -556469.716373 + Penalty 2859.497776 = -553610.218597
  nChanged 112
		SP:Iteration 13Q (55369.980000 sec): 3 clusters
  Score: Raw -556527.715617 + Penalty 2859.497776 = -553668.217841
  nChanged 96
		SP:Iteration 14Q (55370.160000 sec): 3 clusters
  Score: Raw -556578.560174 + Penalty 2859.497776 = -553719.062398
  nChanged 93
		SP:Iteration 15Q (55370.360000 sec): 3 clusters
  Score: Raw -556632.170524 + Penalty 2859.497776 = -553772.672748
  nChanged 96
		SP:Iteration 16Q (55370.570000 sec): 3 clusters
  Score: Raw -556685.856027 + Penalty 2859.497776 = -553826.358251
  nChanged 77
		SP:Iteration 17Q (55370.770000 sec): 3 clusters
  Score: Raw -556729.555906 + Penalty 2859.497776 = -553870.058130
  nChanged 84
		SP:Iteration 18Q (55370.980000 sec): 3 clusters
  Score: Raw -556767.725379 + Penalty 2859.497776 = -553908.227603
  nChanged 76
		SP:Iteration 19Q (55371.180000 sec): 3 clusters
  Score: Raw -556803.876709 + Penalty 2859.497776 = -553944.378933
  nChanged 71
		SP:Iteration 20F (55371.390000 sec): 3 clusters
  Score: Raw -556833.298462 + Penalty 2859.497776 = -553973.800686
  nChanged 69
		SP:Iteration 21Q (55371.600000 sec): 3 clusters
  Score: Raw -556866.722426 + Penalty 2859.497776 = -554007.224650
  nChanged 64
		SP:Iteration 22Q (55371.800000 sec): 3 clusters
  Score: Raw -556907.759506 + Penalty 2859.497776 = -554048.261730
  nChanged 78
		SP:Iteration 23Q (55372.010000 sec): 3 clusters
  Score: Raw -556967.417740 + Penalty 2859.497776 = -554107.919964
  nChanged 78
		SP:Iteration 24Q (55372.210000 sec): 3 clusters
  Score: Raw -557027.872271 + Penalty 2859.497776 = -554168.374495
  nChanged 68
		SP:Iteration 25Q (55372.420000 sec): 3 clusters
  Score: Raw -557091.389429 + Penalty 2859.497776 = -554231.891653
  nChanged 78
		SP:Iteration 26Q (55372.620000 sec): 3 clusters
  Score: Raw -557160.587343 + Penalty 2859.497776 = -554301.089567
  nChanged 73
		SP:Iteration 27Q (55372.830000 sec): 3 clusters
  Score: Raw -557217.450189 + Penalty 2859.497776 = -554357.952413
  nChanged 55
		SP:Iteration 28Q (55373.040000 sec): 3 clusters
  Score: Raw -557261.849821 + Penalty 2859.497776 = -554402.352044
  nChanged 40
		SP:Iteration 29Q (55373.240000 sec): 3 clusters
  Score: Raw -557287.289082 + Penalty 2859.497776 = -554427.791306
  nChanged 28
		SP:Iteration 30Q (55373.440000 sec): 3 clusters
  Score: Raw -557300.385549 + Penalty 2859.497776 = -554440.887773
  nChanged 21
		SP:Iteration 31Q (55373.650000 sec): 3 clusters
  Score: Raw -557308.436460 + Penalty 2859.497776 = -554448.938684
  nChanged 9
		SP:Iteration 32Q (55373.840000 sec): 3 clusters
  Score: Raw -557311.752829 + Penalty 2859.497776 = -554452.255053
  nChanged 7
		SP:Iteration 33Q (55373.940000 sec): 3 clusters
  Score: Raw -557313.297221 + Penalty 2859.497776 = -554453.799445
  nChanged 2
		SP:Iteration 34Q (55374.050000 sec): 3 clusters
  Score: Raw -557314.554526 + Penalty 2859.497776 = -554455.056750
  nChanged 2
		SP:Iteration 35Q (55374.160000 sec): 3 clusters
  Score: Raw -557314.940580 + Penalty 2859.497776 = -554455.442803
  nChanged 2
		SP:Iteration 36Q (55374.270000 sec): 3 clusters
  Score: Raw -557315.326432 + Penalty 2859.497776 = -554455.828656
  nChanged 1
		SP:Iteration 37Q (55374.380000 sec): 3 clusters
  Score: Raw -557315.603268 + Penalty 2859.497776 = -554456.105492
  nChanged 1
		SP:Iteration 38Q (55374.490000 sec): 3 clusters
  Score: Raw -557315.861128 + Penalty 2859.497776 = -554456.363352
  nChanged 2
		SP:Iteration 39Q (55374.600000 sec): 3 clusters
  Score: Raw -557316.133173 + Penalty 2859.497776 = -554456.635397
  nChanged 0
		SP:Iteration 40F (55374.720000 sec): 3 clusters
  Score: Raw -557316.133173 + Penalty 2859.497776 = -554456.635397
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55374.880000 sec): 2 clusters
  Score: Raw -994424.763202 + Penalty 1504.531313 = -992920.231889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55375.100000 sec): 3 clusters
  Score: Raw -988328.660004 + Penalty 3009.062625 = -985319.597378
  nChanged 4612
		SP:Iteration 1F (55375.320000 sec): 3 clusters
  Score: Raw -990856.583724 + Penalty 3009.062625 = -987847.521099
  nChanged 674
		SP:Iteration 2F (55375.630000 sec): 3 clusters
  Score: Raw -991184.605492 + Penalty 3009.062625 = -988175.542867
  nChanged 646
		SP:Iteration 3F (55375.900000 sec): 3 clusters
  Score: Raw -991515.220169 + Penalty 3009.062625 = -988506.157544
  nChanged 618
		SP:Iteration 4F (55376.080000 sec): 3 clusters
  Score: Raw -991863.416749 + Penalty 3009.062625 = -988854.354124
  nChanged 628
		SP:Iteration 5F (55376.300000 sec): 3 clusters
  Score: Raw -992231.295850 + Penalty 3009.062625 = -989222.233225
  nChanged 599
		SP:Iteration 6F (55376.610000 sec): 3 clusters
  Score: Raw -992545.297480 + Penalty 3009.062625 = -989536.234855
  nChanged 488
		SP:Iteration 7Q (55376.800000 sec): 3 clusters
  Score: Raw -992780.285127 + Penalty 3009.062625 = -989771.222501
  nChanged 391
		SP:Iteration 8Q (55377.020000 sec): 3 clusters
  Score: Raw -992954.710925 + Penalty 3009.062625 = -989945.648300
  nChanged 315
		SP:Iteration 9Q (55377.290000 sec): 3 clusters
  Score: Raw -993095.015036 + Penalty 3009.062625 = -990085.952411
  nChanged 290
		SP:Iteration 10Q (55377.520000 sec): 3 clusters
  Score: Raw -993234.019984 + Penalty 3009.062625 = -990224.957358
  nChanged 255
		SP:Iteration 11Q (55377.740000 sec): 3 clusters
  Score: Raw -993343.724541 + Penalty 3009.062625 = -990334.661915
  nChanged 230
		SP:Iteration 12Q (55377.960000 sec): 3 clusters
  Score: Raw -993448.081451 + Penalty 3009.062625 = -990439.018826
  nChanged 217
		SP:Iteration 13Q (55378.180000 sec): 3 clusters
  Score: Raw -993557.229505 + Penalty 3009.062625 = -990548.166880
  nChanged 190
		SP:Iteration 14Q (55378.410000 sec): 3 clusters
  Score: Raw -993652.783130 + Penalty 3009.062625 = -990643.720504
  nChanged 186
		SP:Iteration 15Q (55378.630000 sec): 3 clusters
  Score: Raw -993751.134291 + Penalty 3009.062625 = -990742.071666
  nChanged 183
		SP:Iteration 16Q (55378.860000 sec): 3 clusters
  Score: Raw -993857.218854 + Penalty 3009.062625 = -990848.156228
  nChanged 187
		SP:Iteration 17Q (55379.080000 sec): 3 clusters
  Score: Raw -993979.922832 + Penalty 3009.062625 = -990970.860207
  nChanged 173
		SP:Iteration 18Q (55379.300000 sec): 3 clusters
  Score: Raw -994087.175663 + Penalty 3009.062625 = -991078.113037
  nChanged 150
		SP:Iteration 19Q (55379.530000 sec): 3 clusters
  Score: Raw -994172.314788 + Penalty 3009.062625 = -991163.252163
  nChanged 147
		SP:Iteration 20F (55379.750000 sec): 3 clusters
  Score: Raw -994274.909038 + Penalty 3009.062625 = -991265.846413
  nChanged 137
		SP:Iteration 21Q (55379.980000 sec): 3 clusters
  Score: Raw -994386.024213 + Penalty 3009.062625 = -991376.961588
  nChanged 125
		SP:Iteration 22Q (55380.200000 sec): 3 clusters
  Score: Raw -994469.164503 + Penalty 3009.062625 = -991460.101877
  nChanged 95
		SP:Iteration 23Q (55380.420000 sec): 3 clusters
  Score: Raw -994536.903098 + Penalty 3009.062625 = -991527.840472
  nChanged 71
		SP:Iteration 24Q (55380.640000 sec): 3 clusters
  Score: Raw -994588.094233 + Penalty 3009.062625 = -991579.031608
  nChanged 62
		SP:Iteration 25Q (55380.860000 sec): 3 clusters
  Score: Raw -994629.130799 + Penalty 3009.062625 = -991620.068173
  nChanged 54
		SP:Iteration 26Q (55381.090000 sec): 3 clusters
  Score: Raw -994661.008430 + Penalty 3009.062625 = -991651.945805
  nChanged 46
		SP:Iteration 27Q (55381.310000 sec): 3 clusters
  Score: Raw -994690.952902 + Penalty 3009.062625 = -991681.890277
  nChanged 42
		SP:Iteration 28Q (55381.530000 sec): 3 clusters
  Score: Raw -994717.151217 + Penalty 3009.062625 = -991708.088592
  nChanged 35
		SP:Iteration 29Q (55381.750000 sec): 3 clusters
  Score: Raw -994739.807634 + Penalty 3009.062625 = -991730.745008
  nChanged 27
		SP:Iteration 30Q (55381.980000 sec): 3 clusters
  Score: Raw -994752.086522 + Penalty 3009.062625 = -991743.023896
  nChanged 17
		SP:Iteration 31Q (55382.200000 sec): 3 clusters
  Score: Raw -994760.829773 + Penalty 3009.062625 = -991751.767148
  nChanged 12
		SP:Iteration 32Q (55382.420000 sec): 3 clusters
  Score: Raw -994765.421599 + Penalty 3009.062625 = -991756.358974
  nChanged 8
		SP:Iteration 33Q (55382.640000 sec): 3 clusters
  Score: Raw -994770.196006 + Penalty 3009.062625 = -991761.133381
  nChanged 8
		SP:Iteration 34Q (55382.860000 sec): 3 clusters
  Score: Raw -994773.917491 + Penalty 3009.062625 = -991764.854865
  nChanged 1
		SP:Iteration 35Q (55383.080000 sec): 3 clusters
  Score: Raw -994774.275890 + Penalty 3009.062625 = -991765.213265
  nChanged 5
		SP:Iteration 36Q (55383.300000 sec): 3 clusters
  Score: Raw -994775.546119 + Penalty 3009.062625 = -991766.483493
  nChanged 5
		SP:Iteration 37Q (55383.520000 sec): 3 clusters
  Score: Raw -994777.059709 + Penalty 3009.062625 = -991767.997083
  nChanged 3
		SP:Iteration 38Q (55383.750000 sec): 3 clusters
  Score: Raw -994777.972005 + Penalty 3009.062625 = -991768.909380
  nChanged 1
		SP:Iteration 39Q (55383.970000 sec): 3 clusters
  Score: Raw -994778.624412 + Penalty 3009.062625 = -991769.561787
  nChanged 0
		SP:Iteration 40F (55384.190000 sec): 3 clusters
  Score: Raw -994778.624412 + Penalty 3009.062625 = -991769.561787
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (8459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55384.290000 sec): 2 clusters
  Score: Raw -744142.573763 + Penalty 1469.485264 = -742673.088499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55384.500000 sec): 3 clusters
  Score: Raw -739421.924646 + Penalty 2938.970529 = -736482.954117
  nChanged 3700
		SP:Iteration 1F (55384.690000 sec): 3 clusters
  Score: Raw -741766.020731 + Penalty 2938.970529 = -738827.050202
  nChanged 706
		SP:Iteration 2F (55384.890000 sec): 3 clusters
  Score: Raw -742283.628952 + Penalty 2938.970529 = -739344.658423
  nChanged 616
		SP:Iteration 3F (55385.080000 sec): 3 clusters
  Score: Raw -742794.991970 + Penalty 2938.970529 = -739856.021441
  nChanged 588
		SP:Iteration 4F (55385.270000 sec): 3 clusters
  Score: Raw -743314.437996 + Penalty 2938.970529 = -740375.467468
  nChanged 502
		SP:Iteration 5F (55385.470000 sec): 3 clusters
  Score: Raw -743715.807825 + Penalty 2938.970529 = -740776.837296
  nChanged 410
		SP:Iteration 6Q (55385.620000 sec): 3 clusters
  Score: Raw -743990.527607 + Penalty 2938.970529 = -741051.557079
  nChanged 319
		SP:Iteration 7Q (55385.740000 sec): 3 clusters
  Score: Raw -744175.543398 + Penalty 2938.970529 = -741236.572869
  nChanged 226
		SP:Iteration 8Q (55385.880000 sec): 3 clusters
  Score: Raw -744284.124659 + Penalty 2938.970529 = -741345.154130
  nChanged 157
		SP:Iteration 9Q (55386.010000 sec): 3 clusters
  Score: Raw -744347.253324 + Penalty 2938.970529 = -741408.282795
  nChanged 114
		SP:Iteration 10Q (55386.250000 sec): 3 clusters
  Score: Raw -744386.598304 + Penalty 2938.970529 = -741447.627776
  nChanged 91
		SP:Iteration 11Q (55386.450000 sec): 3 clusters
  Score: Raw -744417.104024 + Penalty 2938.970529 = -741478.133496
  nChanged 74
		SP:Iteration 12Q (55386.640000 sec): 3 clusters
  Score: Raw -744434.252165 + Penalty 2938.970529 = -741495.281636
  nChanged 37
		SP:Iteration 13Q (55386.820000 sec): 3 clusters
  Score: Raw -744442.304466 + Penalty 2938.970529 = -741503.333937
  nChanged 36
		SP:Iteration 14Q (55387.020000 sec): 3 clusters
  Score: Raw -744452.751310 + Penalty 2938.970529 = -741513.780781
  nChanged 44
		SP:Iteration 15Q (55387.220000 sec): 3 clusters
  Score: Raw -744464.498333 + Penalty 2938.970529 = -741525.527804
  nChanged 44
		SP:Iteration 16Q (55387.410000 sec): 3 clusters
  Score: Raw -744474.433674 + Penalty 2938.970529 = -741535.463145
  nChanged 26
		SP:Iteration 17Q (55387.610000 sec): 3 clusters
  Score: Raw -744479.480021 + Penalty 2938.970529 = -741540.509492
  nChanged 16
		SP:Iteration 18Q (55387.800000 sec): 3 clusters
  Score: Raw -744482.040599 + Penalty 2938.970529 = -741543.070070
  nChanged 12
		SP:Iteration 19Q (55387.990000 sec): 3 clusters
  Score: Raw -744484.175988 + Penalty 2938.970529 = -741545.205459
  nChanged 14
		SP:Iteration 20F (55388.190000 sec): 3 clusters
  Score: Raw -744487.198146 + Penalty 2938.970529 = -741548.227617
  nChanged 17
		SP:Iteration 21Q (55388.380000 sec): 3 clusters
  Score: Raw -744490.382783 + Penalty 2938.970529 = -741551.412254
  nChanged 13
		SP:Iteration 22Q (55388.560000 sec): 3 clusters
  Score: Raw -744493.768495 + Penalty 2938.970529 = -741554.797966
  nChanged 16
		SP:Iteration 23Q (55388.760000 sec): 3 clusters
  Score: Raw -744497.470980 + Penalty 2938.970529 = -741558.500451
  nChanged 15
		SP:Iteration 24Q (55388.960000 sec): 3 clusters
  Score: Raw -744501.547035 + Penalty 2938.970529 = -741562.576506
  nChanged 19
		SP:Iteration 25Q (55389.150000 sec): 3 clusters
  Score: Raw -744505.320140 + Penalty 2938.970529 = -741566.349611
  nChanged 12
		SP:Iteration 26Q (55389.340000 sec): 3 clusters
  Score: Raw -744507.323977 + Penalty 2938.970529 = -741568.353448
  nChanged 17
		SP:Iteration 27Q (55389.580000 sec): 3 clusters
  Score: Raw -744510.995359 + Penalty 2938.970529 = -741572.024830
  nChanged 16
		SP:Iteration 28Q (55389.780000 sec): 3 clusters
  Score: Raw -744514.685260 + Penalty 2938.970529 = -741575.714731
  nChanged 12
		SP:Iteration 29Q (55389.970000 sec): 3 clusters
  Score: Raw -744517.378166 + Penalty 2938.970529 = -741578.407637
  nChanged 12
		SP:Iteration 30Q (55390.160000 sec): 3 clusters
  Score: Raw -744519.655989 + Penalty 2938.970529 = -741580.685460
  nChanged 13
		SP:Iteration 31Q (55390.360000 sec): 3 clusters
  Score: Raw -744521.906591 + Penalty 2938.970529 = -741582.936062
  nChanged 11
		SP:Iteration 32Q (55390.550000 sec): 3 clusters
  Score: Raw -744523.625350 + Penalty 2938.970529 = -741584.654821
  nChanged 9
		SP:Iteration 33Q (55390.740000 sec): 3 clusters
  Score: Raw -744525.316029 + Penalty 2938.970529 = -741586.345500
  nChanged 11
		SP:Iteration 34Q (55390.940000 sec): 3 clusters
  Score: Raw -744527.270399 + Penalty 2938.970529 = -741588.299871
  nChanged 10
		SP:Iteration 35Q (55391.130000 sec): 3 clusters
  Score: Raw -744528.757107 + Penalty 2938.970529 = -741589.786578
  nChanged 8
		SP:Iteration 36Q (55391.330000 sec): 3 clusters
  Score: Raw -744530.035400 + Penalty 2938.970529 = -741591.064871
  nChanged 5
		SP:Iteration 37Q (55391.530000 sec): 3 clusters
  Score: Raw -744530.733857 + Penalty 2938.970529 = -741591.763328
  nChanged 6
		SP:Iteration 38Q (55391.810000 sec): 3 clusters
  Score: Raw -744531.666516 + Penalty 2938.970529 = -741592.695987
  nChanged 6
		SP:Iteration 39Q (55391.960000 sec): 3 clusters
  Score: Raw -744532.179482 + Penalty 2938.970529 = -741593.208953
  nChanged 2
		SP:Iteration 40F (55392.160000 sec): 3 clusters
  Score: Raw -744532.381830 + Penalty 2938.970529 = -741593.411301
  nChanged 3
		SP:Iteration 41Q (55392.280000 sec): 3 clusters
  Score: Raw -744532.723126 + Penalty 2938.970529 = -741593.752598
  nChanged 0
		SP:Iteration 42F (55392.420000 sec): 3 clusters
  Score: Raw -744532.723126 + Penalty 2938.970529 = -741593.752598
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55392.550000 sec): 2 clusters
  Score: Raw -275019.993134 + Penalty 1326.037780 = -273693.955354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55392.720000 sec): 3 clusters
  Score: Raw -273388.602720 + Penalty 2652.075560 = -270736.527160
  nChanged 1299
		SP:Iteration 1F (55392.890000 sec): 3 clusters
  Score: Raw -274190.517908 + Penalty 2652.075560 = -271538.442348
  nChanged 305
		SP:Iteration 2F (55393.070000 sec): 3 clusters
  Score: Raw -274427.182993 + Penalty 2652.075560 = -271775.107433
  nChanged 229
		SP:Iteration 3F (55393.240000 sec): 3 clusters
  Score: Raw -274575.568275 + Penalty 2652.075560 = -271923.492715
  nChanged 152
		SP:Iteration 4Q (55393.420000 sec): 3 clusters
  Score: Raw -274670.525002 + Penalty 2652.075560 = -272018.449442
  nChanged 114
		SP:Iteration 5Q (55393.600000 sec): 3 clusters
  Score: Raw -274735.045668 + Penalty 2652.075560 = -272082.970108
  nChanged 102
		SP:Iteration 6Q (55393.770000 sec): 3 clusters
  Score: Raw -274789.368008 + Penalty 2652.075560 = -272137.292448
  nChanged 82
		SP:Iteration 7Q (55393.950000 sec): 3 clusters
  Score: Raw -274840.431053 + Penalty 2652.075560 = -272188.355493
  nChanged 83
		SP:Iteration 8Q (55394.120000 sec): 3 clusters
  Score: Raw -274881.066742 + Penalty 2652.075560 = -272228.991182
  nChanged 65
		SP:Iteration 9Q (55394.300000 sec): 3 clusters
  Score: Raw -274912.075322 + Penalty 2652.075560 = -272259.999762
  nChanged 56
		SP:Iteration 10Q (55394.480000 sec): 3 clusters
  Score: Raw -274940.141708 + Penalty 2652.075560 = -272288.066148
  nChanged 51
		SP:Iteration 11Q (55394.650000 sec): 3 clusters
  Score: Raw -274967.447927 + Penalty 2652.075560 = -272315.372367
  nChanged 45
		SP:Iteration 12Q (55394.830000 sec): 3 clusters
  Score: Raw -274996.023031 + Penalty 2652.075560 = -272343.947471
  nChanged 51
		SP:Iteration 13Q (55395.000000 sec): 3 clusters
  Score: Raw -275020.749272 + Penalty 2652.075560 = -272368.673712
  nChanged 50
		SP:Iteration 14Q (55395.180000 sec): 3 clusters
  Score: Raw -275045.161169 + Penalty 2652.075560 = -272393.085609
  nChanged 39
		SP:Iteration 15Q (55395.360000 sec): 3 clusters
  Score: Raw -275057.775278 + Penalty 2652.075560 = -272405.699718
  nChanged 29
		SP:Iteration 16Q (55395.530000 sec): 3 clusters
  Score: Raw -275068.939834 + Penalty 2652.075560 = -272416.864274
  nChanged 36
		SP:Iteration 17Q (55395.710000 sec): 3 clusters
  Score: Raw -275085.175017 + Penalty 2652.075560 = -272433.099456
  nChanged 41
		SP:Iteration 18Q (55395.880000 sec): 3 clusters
  Score: Raw -275104.703740 + Penalty 2652.075560 = -272452.628180
  nChanged 48
		SP:Iteration 19Q (55396.060000 sec): 3 clusters
  Score: Raw -275123.751768 + Penalty 2652.075560 = -272471.676208
  nChanged 37
		SP:Iteration 20F (55396.240000 sec): 3 clusters
  Score: Raw -275138.826534 + Penalty 2652.075560 = -272486.750974
  nChanged 26
		SP:Iteration 21Q (55396.410000 sec): 3 clusters
  Score: Raw -275150.845691 + Penalty 2652.075560 = -272498.770131
  nChanged 21
		SP:Iteration 22Q (55396.510000 sec): 3 clusters
  Score: Raw -275158.954871 + Penalty 2652.075560 = -272506.879311
  nChanged 16
		SP:Iteration 23Q (55396.590000 sec): 3 clusters
  Score: Raw -275162.624510 + Penalty 2652.075560 = -272510.548950
  nChanged 7
		SP:Iteration 24Q (55396.660000 sec): 3 clusters
  Score: Raw -275164.559284 + Penalty 2652.075560 = -272512.483724
  nChanged 8
		SP:Iteration 25Q (55396.740000 sec): 3 clusters
  Score: Raw -275167.097378 + Penalty 2652.075560 = -272515.021818
  nChanged 7
		SP:Iteration 26Q (55396.810000 sec): 3 clusters
  Score: Raw -275168.237532 + Penalty 2652.075560 = -272516.161972
  nChanged 6
		SP:Iteration 27Q (55396.890000 sec): 3 clusters
  Score: Raw -275170.095114 + Penalty 2652.075560 = -272518.019554
  nChanged 3
		SP:Iteration 28Q (55396.960000 sec): 3 clusters
  Score: Raw -275170.946021 + Penalty 2652.075560 = -272518.870461
  nChanged 4
		SP:Iteration 29Q (55397.040000 sec): 3 clusters
  Score: Raw -275171.861977 + Penalty 2652.075560 = -272519.786417
  nChanged 9
		SP:Iteration 30Q (55397.110000 sec): 3 clusters
  Score: Raw -275175.663141 + Penalty 2652.075560 = -272523.587581
  nChanged 12
		SP:Iteration 31Q (55397.180000 sec): 3 clusters
  Score: Raw -275179.552138 + Penalty 2652.075560 = -272527.476578
  nChanged 16
		SP:Iteration 32Q (55397.350000 sec): 3 clusters
  Score: Raw -275184.377821 + Penalty 2652.075560 = -272532.302261
  nChanged 14
		SP:Iteration 33Q (55397.520000 sec): 3 clusters
  Score: Raw -275190.333910 + Penalty 2652.075560 = -272538.258350
  nChanged 13
		SP:Iteration 34Q (55397.700000 sec): 3 clusters
  Score: Raw -275194.489278 + Penalty 2652.075560 = -272542.413718
  nChanged 9
		SP:Iteration 35Q (55397.880000 sec): 3 clusters
  Score: Raw -275196.687645 + Penalty 2652.075560 = -272544.612085
  nChanged 4
		SP:Iteration 36Q (55398.050000 sec): 3 clusters
  Score: Raw -275197.652591 + Penalty 2652.075560 = -272545.577031
  nChanged 4
		SP:Iteration 37Q (55398.230000 sec): 3 clusters
  Score: Raw -275198.557295 + Penalty 2652.075560 = -272546.481735
  nChanged 3
		SP:Iteration 38Q (55398.400000 sec): 3 clusters
  Score: Raw -275199.284476 + Penalty 2652.075560 = -272547.208916
  nChanged 4
		SP:Iteration 39Q (55398.580000 sec): 3 clusters
  Score: Raw -275199.855782 + Penalty 2652.075560 = -272547.780222
  nChanged 1
		SP:Iteration 40F (55398.760000 sec): 3 clusters
  Score: Raw -275200.062378 + Penalty 2652.075560 = -272547.986818
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (3077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55398.860000 sec): 2 clusters
  Score: Raw -248674.125287 + Penalty 1305.152936 = -247368.972351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55399.040000 sec): 3 clusters
  Score: Raw -247196.080609 + Penalty 2610.305872 = -244585.774737
  nChanged 1217
		SP:Iteration 1F (55399.220000 sec): 3 clusters
  Score: Raw -248020.318922 + Penalty 2610.305872 = -245410.013050
  nChanged 278
		SP:Iteration 2F (55399.390000 sec): 3 clusters
  Score: Raw -248229.920389 + Penalty 2610.305872 = -245619.614517
  nChanged 182
		SP:Iteration 3F (55399.570000 sec): 3 clusters
  Score: Raw -248382.899163 + Penalty 2610.305872 = -245772.593291
  nChanged 156
		SP:Iteration 4F (55399.740000 sec): 3 clusters
  Score: Raw -248509.704524 + Penalty 2610.305872 = -245899.398652
  nChanged 155
		SP:Iteration 5F (55399.920000 sec): 3 clusters
  Score: Raw -248633.620561 + Penalty 2610.305872 = -246023.314689
  nChanged 121
		SP:Iteration 6Q (55400.100000 sec): 3 clusters
  Score: Raw -248726.141390 + Penalty 2610.305872 = -246115.835518
  nChanged 99
		SP:Iteration 7Q (55400.270000 sec): 3 clusters
  Score: Raw -248802.679488 + Penalty 2610.305872 = -246192.373616
  nChanged 84
		SP:Iteration 8Q (55400.450000 sec): 3 clusters
  Score: Raw -248866.235403 + Penalty 2610.305872 = -246255.929531
  nChanged 74
		SP:Iteration 9Q (55400.620000 sec): 3 clusters
  Score: Raw -248918.046159 + Penalty 2610.305872 = -246307.740287
  nChanged 66
		SP:Iteration 10Q (55400.800000 sec): 3 clusters
  Score: Raw -248956.319636 + Penalty 2610.305872 = -246346.013765
  nChanged 51
		SP:Iteration 11Q (55400.970000 sec): 3 clusters
  Score: Raw -248979.945469 + Penalty 2610.305872 = -246369.639597
  nChanged 41
		SP:Iteration 12Q (55401.150000 sec): 3 clusters
  Score: Raw -249001.763674 + Penalty 2610.305872 = -246391.457803
  nChanged 27
		SP:Iteration 13Q (55401.320000 sec): 3 clusters
  Score: Raw -249016.033835 + Penalty 2610.305872 = -246405.727963
  nChanged 23
		SP:Iteration 14Q (55401.500000 sec): 3 clusters
  Score: Raw -249025.058874 + Penalty 2610.305872 = -246414.753002
  nChanged 20
		SP:Iteration 15Q (55401.680000 sec): 3 clusters
  Score: Raw -249032.997484 + Penalty 2610.305872 = -246422.691612
  nChanged 17
		SP:Iteration 16Q (55401.850000 sec): 3 clusters
  Score: Raw -249040.170133 + Penalty 2610.305872 = -246429.864261
  nChanged 18
		SP:Iteration 17Q (55402.030000 sec): 3 clusters
  Score: Raw -249048.580840 + Penalty 2610.305872 = -246438.274968
  nChanged 14
		SP:Iteration 18Q (55402.200000 sec): 3 clusters
  Score: Raw -249054.609595 + Penalty 2610.305872 = -246444.303723
  nChanged 13
		SP:Iteration 19Q (55402.380000 sec): 3 clusters
  Score: Raw -249062.193320 + Penalty 2610.305872 = -246451.887448
  nChanged 9
		SP:Iteration 20F (55402.560000 sec): 3 clusters
  Score: Raw -249066.315956 + Penalty 2610.305872 = -246456.010084
  nChanged 12
		SP:Iteration 21Q (55402.730000 sec): 3 clusters
  Score: Raw -249072.563189 + Penalty 2610.305872 = -246462.257317
  nChanged 11
		SP:Iteration 22Q (55402.910000 sec): 3 clusters
  Score: Raw -249077.060234 + Penalty 2610.305872 = -246466.754362
  nChanged 16
		SP:Iteration 23Q (55403.080000 sec): 3 clusters
  Score: Raw -249083.049111 + Penalty 2610.305872 = -246472.743239
  nChanged 14
		SP:Iteration 24Q (55403.260000 sec): 3 clusters
  Score: Raw -249089.925062 + Penalty 2610.305872 = -246479.619190
  nChanged 17
		SP:Iteration 25Q (55403.440000 sec): 3 clusters
  Score: Raw -249098.144115 + Penalty 2610.305872 = -246487.838243
  nChanged 18
		SP:Iteration 26Q (55403.610000 sec): 3 clusters
  Score: Raw -249107.625929 + Penalty 2610.305872 = -246497.320057
  nChanged 16
		SP:Iteration 27Q (55403.790000 sec): 3 clusters
  Score: Raw -249116.474584 + Penalty 2610.305872 = -246506.168712
  nChanged 25
		SP:Iteration 28Q (55403.960000 sec): 3 clusters
  Score: Raw -249130.606776 + Penalty 2610.305872 = -246520.300904
  nChanged 26
		SP:Iteration 29Q (55404.140000 sec): 3 clusters
  Score: Raw -249145.098931 + Penalty 2610.305872 = -246534.793059
  nChanged 24
		SP:Iteration 30Q (55404.320000 sec): 3 clusters
  Score: Raw -249157.031469 + Penalty 2610.305872 = -246546.725597
  nChanged 20
		SP:Iteration 31Q (55404.490000 sec): 3 clusters
  Score: Raw -249165.822451 + Penalty 2610.305872 = -246555.516579
  nChanged 16
		SP:Iteration 32Q (55404.670000 sec): 3 clusters
  Score: Raw -249175.011550 + Penalty 2610.305872 = -246564.705678
  nChanged 17
		SP:Iteration 33Q (55404.840000 sec): 3 clusters
  Score: Raw -249182.341295 + Penalty 2610.305872 = -246572.035423
  nChanged 16
		SP:Iteration 34Q (55405.020000 sec): 3 clusters
  Score: Raw -249191.024718 + Penalty 2610.305872 = -246580.718846
  nChanged 19
		SP:Iteration 35Q (55405.190000 sec): 3 clusters
  Score: Raw -249204.431453 + Penalty 2610.305872 = -246594.125581
  nChanged 23
		SP:Iteration 36Q (55405.370000 sec): 3 clusters
  Score: Raw -249220.085891 + Penalty 2610.305872 = -246609.780019
  nChanged 25
		SP:Iteration 37Q (55405.540000 sec): 3 clusters
  Score: Raw -249231.606067 + Penalty 2610.305872 = -246621.300195
  nChanged 18
		SP:Iteration 38Q (55405.720000 sec): 3 clusters
  Score: Raw -249239.571903 + Penalty 2610.305872 = -246629.266031
  nChanged 21
		SP:Iteration 39Q (55405.900000 sec): 3 clusters
  Score: Raw -249252.085820 + Penalty 2610.305872 = -246641.779948
  nChanged 28
		SP:Iteration 40F (55406.070000 sec): 3 clusters
  Score: Raw -249266.998614 + Penalty 2610.305872 = -246656.692742
  nChanged 31
		SP:Iteration 41Q (55406.250000 sec): 3 clusters
  Score: Raw -249279.794710 + Penalty 2610.305872 = -246669.488838
  nChanged 17
		SP:Iteration 42Q (55406.420000 sec): 3 clusters
  Score: Raw -249285.515844 + Penalty 2610.305872 = -246675.209972
  nChanged 13
		SP:Iteration 43Q (55406.600000 sec): 3 clusters
  Score: Raw -249292.352008 + Penalty 2610.305872 = -246682.046136
  nChanged 14
		SP:Iteration 44Q (55406.780000 sec): 3 clusters
  Score: Raw -249299.416359 + Penalty 2610.305872 = -246689.110487
  nChanged 10
		SP:Iteration 45Q (55406.950000 sec): 3 clusters
  Score: Raw -249302.251357 + Penalty 2610.305872 = -246691.945485
  nChanged 5
		SP:Iteration 46Q (55407.130000 sec): 3 clusters
  Score: Raw -249303.667812 + Penalty 2610.305872 = -246693.361940
  nChanged 3
		SP:Iteration 47Q (55407.300000 sec): 3 clusters
  Score: Raw -249304.837149 + Penalty 2610.305872 = -246694.531277
  nChanged 1
		SP:Iteration 48Q (55407.480000 sec): 3 clusters
  Score: Raw -249305.395354 + Penalty 2610.305872 = -246695.089482
  nChanged 1
		SP:Iteration 49Q (55407.660000 sec): 3 clusters
  Score: Raw -249306.572958 + Penalty 2610.305872 = -246696.267086
  nChanged 3
		SP:Iteration 50Q (55407.830000 sec): 3 clusters
  Score: Raw -249307.919238 + Penalty 2610.305872 = -246697.613366
  nChanged 6
		SP:Iteration 51Q (55408.010000 sec): 3 clusters
  Score: Raw -249311.764501 + Penalty 2610.305872 = -246701.458629
  nChanged 7
		SP:Iteration 52Q (55408.180000 sec): 3 clusters
  Score: Raw -249314.821940 + Penalty 2610.305872 = -246704.516068
  nChanged 8
		SP:Iteration 53Q (55408.360000 sec): 3 clusters
  Score: Raw -249317.875060 + Penalty 2610.305872 = -246707.569188
  nChanged 7
		SP:Iteration 54Q (55408.530000 sec): 3 clusters
  Score: Raw -249319.602792 + Penalty 2610.305872 = -246709.296920
  nChanged 2
		SP:Iteration 55Q (55408.710000 sec): 3 clusters
  Score: Raw -249320.807946 + Penalty 2610.305872 = -246710.502074
  nChanged 4
		SP:Iteration 56Q (55408.880000 sec): 3 clusters
  Score: Raw -249323.018545 + Penalty 2610.305872 = -246712.712673
  nChanged 7
		SP:Iteration 57Q (55409.060000 sec): 3 clusters
  Score: Raw -249326.519923 + Penalty 2610.305872 = -246716.214051
  nChanged 6
		SP:Iteration 58Q (55409.240000 sec): 3 clusters
  Score: Raw -249328.766679 + Penalty 2610.305872 = -246718.460807
  nChanged 4
		SP:Iteration 59Q (55409.410000 sec): 3 clusters
  Score: Raw -249330.129892 + Penalty 2610.305872 = -246719.824020
  nChanged 5
		SP:Iteration 60F (55409.590000 sec): 3 clusters
  Score: Raw -249331.901085 + Penalty 2610.305872 = -246721.595213
  nChanged 4
		SP:Iteration 61Q (55409.760000 sec): 3 clusters
  Score: Raw -249333.735020 + Penalty 2610.305872 = -246723.429148
  nChanged 5
		SP:Iteration 62Q (55409.940000 sec): 3 clusters
  Score: Raw -249335.246258 + Penalty 2610.305872 = -246724.940386
  nChanged 6
		SP:Iteration 63Q (55410.120000 sec): 3 clusters
  Score: Raw -249337.754478 + Penalty 2610.305872 = -246727.448606
  nChanged 5
		SP:Iteration 64Q (55410.290000 sec): 3 clusters
  Score: Raw -249339.442669 + Penalty 2610.305872 = -246729.136798
  nChanged 8
		SP:Iteration 65Q (55410.470000 sec): 3 clusters
  Score: Raw -249343.123434 + Penalty 2610.305872 = -246732.817562
  nChanged 7
		SP:Iteration 66Q (55410.640000 sec): 3 clusters
  Score: Raw -249344.788747 + Penalty 2610.305872 = -246734.482875
  nChanged 5
		SP:Iteration 67Q (55410.820000 sec): 3 clusters
  Score: Raw -249346.566659 + Penalty 2610.305872 = -246736.260787
  nChanged 7
		SP:Iteration 68Q (55411.000000 sec): 3 clusters
  Score: Raw -249349.819002 + Penalty 2610.305872 = -246739.513130
  nChanged 6
		SP:Iteration 69Q (55411.170000 sec): 3 clusters
  Score: Raw -249352.410416 + Penalty 2610.305872 = -246742.104544
  nChanged 5
		SP:Iteration 70Q (55411.350000 sec): 3 clusters
  Score: Raw -249354.415931 + Penalty 2610.305872 = -246744.110059
  nChanged 5
		SP:Iteration 71Q (55411.520000 sec): 3 clusters
  Score: Raw -249356.935889 + Penalty 2610.305872 = -246746.630017
  nChanged 1
		SP:Iteration 72Q (55411.700000 sec): 3 clusters
  Score: Raw -249357.270195 + Penalty 2610.305872 = -246746.964323
  nChanged 2
		SP:Iteration 73Q (55411.880000 sec): 3 clusters
  Score: Raw -249357.964544 + Penalty 2610.305872 = -246747.658672
  nChanged 3
		SP:Iteration 74Q (55412.050000 sec): 3 clusters
  Score: Raw -249358.421672 + Penalty 2610.305872 = -246748.115800
  nChanged 3
		SP:Iteration 75Q (55412.230000 sec): 3 clusters
  Score: Raw -249359.652965 + Penalty 2610.305872 = -246749.347093
  nChanged 5
		SP:Iteration 76Q (55412.400000 sec): 3 clusters
  Score: Raw -249361.465464 + Penalty 2610.305872 = -246751.159592
  nChanged 4
		SP:Iteration 77Q (55412.580000 sec): 3 clusters
  Score: Raw -249364.549191 + Penalty 2610.305872 = -246754.243319
  nChanged 3
		SP:Iteration 78Q (55412.760000 sec): 3 clusters
  Score: Raw -249366.232895 + Penalty 2610.305872 = -246755.927023
  nChanged 4
		SP:Iteration 79Q (55412.930000 sec): 3 clusters
  Score: Raw -249368.053854 + Penalty 2610.305872 = -246757.747982
  nChanged 4
		SP:Iteration 80F (55413.110000 sec): 3 clusters
  Score: Raw -249371.079097 + Penalty 2610.305872 = -246760.773225
  nChanged 4
		SP:Iteration 81Q (55413.280000 sec): 3 clusters
  Score: Raw -249372.514369 + Penalty 2610.305872 = -246762.208497
  nChanged 3
		SP:Iteration 82Q (55413.460000 sec): 3 clusters
  Score: Raw -249373.286786 + Penalty 2610.305872 = -246762.980914
  nChanged 2
		SP:Iteration 83Q (55413.640000 sec): 3 clusters
  Score: Raw -249374.355789 + Penalty 2610.305872 = -246764.049917
  nChanged 1
		SP:Iteration 84Q (55413.810000 sec): 3 clusters
  Score: Raw -249374.468009 + Penalty 2610.305872 = -246764.162137
  nChanged 2
		SP:Iteration 85Q (55413.980000 sec): 3 clusters
  Score: Raw -249375.272810 + Penalty 2610.305872 = -246764.966938
  nChanged 2
		SP:Iteration 86Q (55414.160000 sec): 3 clusters
  Score: Raw -249375.870635 + Penalty 2610.305872 = -246765.564763
  nChanged 1
		SP:Iteration 87Q (55414.340000 sec): 3 clusters
  Score: Raw -249376.083612 + Penalty 2610.305872 = -246765.777740
  nChanged 0
		SP:Iteration 88F (55414.530000 sec): 3 clusters
  Score: Raw -249376.083612 + Penalty 2610.305872 = -246765.777740
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (25458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55414.780000 sec): 2 clusters
  Score: Raw -2426050.118521 + Penalty 1648.527614 = -2424401.590907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55415.180000 sec): 3 clusters
  Score: Raw -2410608.957952 + Penalty 3297.055227 = -2407311.902725
  nChanged 11588
		SP:Iteration 1F (55415.470000 sec): 3 clusters
  Score: Raw -2417565.285559 + Penalty 3297.055227 = -2414268.230332
  nChanged 1754
		SP:Iteration 2F (55415.880000 sec): 3 clusters
  Score: Raw -2418568.805604 + Penalty 3297.055227 = -2415271.750377
  nChanged 1811
		SP:Iteration 3F (55416.240000 sec): 3 clusters
  Score: Raw -2419635.750984 + Penalty 3297.055227 = -2416338.695757
  nChanged 1728
		SP:Iteration 4F (55416.600000 sec): 3 clusters
  Score: Raw -2420546.166438 + Penalty 3297.055227 = -2417249.111211
  nChanged 1414
		SP:Iteration 5F (55416.950000 sec): 3 clusters
  Score: Raw -2421192.657246 + Penalty 3297.055227 = -2417895.602019
  nChanged 1088
		SP:Iteration 6Q (55417.350000 sec): 3 clusters
  Score: Raw -2421601.762089 + Penalty 3297.055227 = -2418304.706861
  nChanged 872
		SP:Iteration 7Q (55417.800000 sec): 3 clusters
  Score: Raw -2421905.704454 + Penalty 3297.055227 = -2418608.649227
  nChanged 741
		SP:Iteration 8Q (55418.200000 sec): 3 clusters
  Score: Raw -2422144.201772 + Penalty 3297.055227 = -2418847.146545
  nChanged 617
		SP:Iteration 9Q (55418.640000 sec): 3 clusters
  Score: Raw -2422373.071317 + Penalty 3297.055227 = -2419076.016090
  nChanged 633
		SP:Iteration 10Q (55419.040000 sec): 3 clusters
  Score: Raw -2422649.944002 + Penalty 3297.055227 = -2419352.888775
  nChanged 646
		SP:Iteration 11Q (55419.490000 sec): 3 clusters
  Score: Raw -2422962.041736 + Penalty 3297.055227 = -2419664.986509
  nChanged 644
		SP:Iteration 12Q (55419.890000 sec): 3 clusters
  Score: Raw -2423305.923272 + Penalty 3297.055227 = -2420008.868045
  nChanged 623
		SP:Iteration 13Q (55420.330000 sec): 3 clusters
  Score: Raw -2423634.083378 + Penalty 3297.055227 = -2420337.028151
  nChanged 583
		SP:Iteration 14Q (55420.730000 sec): 3 clusters
  Score: Raw -2423935.448070 + Penalty 3297.055227 = -2420638.392843
  nChanged 525
		SP:Iteration 15Q (55421.130000 sec): 3 clusters
  Score: Raw -2424181.101125 + Penalty 3297.055227 = -2420884.045898
  nChanged 496
		SP:Iteration 16Q (55421.490000 sec): 3 clusters
  Score: Raw -2424415.832823 + Penalty 3297.055227 = -2421118.777595
  nChanged 421
		SP:Iteration 17Q (55421.840000 sec): 3 clusters
  Score: Raw -2424596.833084 + Penalty 3297.055227 = -2421299.777857
  nChanged 408
		SP:Iteration 18Q (55422.200000 sec): 3 clusters
  Score: Raw -2424761.190750 + Penalty 3297.055227 = -2421464.135523
  nChanged 365
		SP:Iteration 19Q (55422.550000 sec): 3 clusters
  Score: Raw -2424890.058909 + Penalty 3297.055227 = -2421593.003682
  nChanged 324
		SP:Iteration 20F (55422.910000 sec): 3 clusters
  Score: Raw -2424998.475242 + Penalty 3297.055227 = -2421701.420015
  nChanged 316
		SP:Iteration 21Q (55423.260000 sec): 3 clusters
  Score: Raw -2425100.374861 + Penalty 3297.055227 = -2421803.319634
  nChanged 286
		SP:Iteration 22Q (55423.610000 sec): 3 clusters
  Score: Raw -2425182.065718 + Penalty 3297.055227 = -2421885.010491
  nChanged 278
		SP:Iteration 23Q (55423.970000 sec): 3 clusters
  Score: Raw -2425259.741721 + Penalty 3297.055227 = -2421962.686494
  nChanged 258
		SP:Iteration 24Q (55424.320000 sec): 3 clusters
  Score: Raw -2425333.800754 + Penalty 3297.055227 = -2422036.745527
  nChanged 232
		SP:Iteration 25Q (55424.680000 sec): 3 clusters
  Score: Raw -2425400.474236 + Penalty 3297.055227 = -2422103.419008
  nChanged 218
		SP:Iteration 26Q (55425.040000 sec): 3 clusters
  Score: Raw -2425464.760040 + Penalty 3297.055227 = -2422167.704813
  nChanged 209
		SP:Iteration 27Q (55425.390000 sec): 3 clusters
  Score: Raw -2425529.598352 + Penalty 3297.055227 = -2422232.543125
  nChanged 219
		SP:Iteration 28Q (55425.750000 sec): 3 clusters
  Score: Raw -2425602.527191 + Penalty 3297.055227 = -2422305.471964
  nChanged 232
		SP:Iteration 29Q (55426.110000 sec): 3 clusters
  Score: Raw -2425686.316605 + Penalty 3297.055227 = -2422389.261377
  nChanged 206
		SP:Iteration 30Q (55426.470000 sec): 3 clusters
  Score: Raw -2425749.648410 + Penalty 3297.055227 = -2422452.593182
  nChanged 182
		SP:Iteration 31Q (55426.830000 sec): 3 clusters
  Score: Raw -2425796.977282 + Penalty 3297.055227 = -2422499.922055
  nChanged 140
		SP:Iteration 32Q (55427.190000 sec): 3 clusters
  Score: Raw -2425835.419296 + Penalty 3297.055227 = -2422538.364069
  nChanged 121
		SP:Iteration 33Q (55427.550000 sec): 3 clusters
  Score: Raw -2425873.029043 + Penalty 3297.055227 = -2422575.973816
  nChanged 126
		SP:Iteration 34Q (55427.900000 sec): 3 clusters
  Score: Raw -2425910.441300 + Penalty 3297.055227 = -2422613.386073
  nChanged 127
		SP:Iteration 35Q (55428.260000 sec): 3 clusters
  Score: Raw -2425946.141213 + Penalty 3297.055227 = -2422649.085985
  nChanged 115
		SP:Iteration 36Q (55428.620000 sec): 3 clusters
  Score: Raw -2425980.084772 + Penalty 3297.055227 = -2422683.029545
  nChanged 91
		SP:Iteration 37Q (55428.980000 sec): 3 clusters
  Score: Raw -2426005.621115 + Penalty 3297.055227 = -2422708.565888
  nChanged 87
		SP:Iteration 38Q (55429.340000 sec): 3 clusters
  Score: Raw -2426030.592102 + Penalty 3297.055227 = -2422733.536875
  nChanged 97
		SP:Iteration 39Q (55429.700000 sec): 3 clusters
  Score: Raw -2426062.689744 + Penalty 3297.055227 = -2422765.634517
  nChanged 102
		SP:Iteration 40F (55430.060000 sec): 3 clusters
  Score: Raw -2426107.229755 + Penalty 3297.055227 = -2422810.174527
  nChanged 111
		SP:Iteration 41Q (55430.420000 sec): 3 clusters
  Score: Raw -2426155.935513 + Penalty 3297.055227 = -2422858.880286
  nChanged 111
		SP:Iteration 42Q (55430.780000 sec): 3 clusters
  Score: Raw -2426203.493113 + Penalty 3297.055227 = -2422906.437885
  nChanged 103
		SP:Iteration 43Q (55431.130000 sec): 3 clusters
  Score: Raw -2426252.338686 + Penalty 3297.055227 = -2422955.283459
  nChanged 110
		SP:Iteration 44Q (55431.490000 sec): 3 clusters
  Score: Raw -2426305.944621 + Penalty 3297.055227 = -2423008.889394
  nChanged 99
		SP:Iteration 45Q (55431.790000 sec): 3 clusters
  Score: Raw -2426347.541922 + Penalty 3297.055227 = -2423050.486695
  nChanged 93
		SP:Iteration 46Q (55432.170000 sec): 3 clusters
  Score: Raw -2426383.584904 + Penalty 3297.055227 = -2423086.529677
  nChanged 87
		SP:Iteration 47Q (55432.540000 sec): 3 clusters
  Score: Raw -2426420.853183 + Penalty 3297.055227 = -2423123.797956
  nChanged 79
		SP:Iteration 48Q (55432.900000 sec): 3 clusters
  Score: Raw -2426456.294630 + Penalty 3297.055227 = -2423159.239402
  nChanged 69
		SP:Iteration 49Q (55433.260000 sec): 3 clusters
  Score: Raw -2426481.949437 + Penalty 3297.055227 = -2423184.894210
  nChanged 58
		SP:Iteration 50Q (55433.620000 sec): 3 clusters
  Score: Raw -2426505.074443 + Penalty 3297.055227 = -2423208.019216
  nChanged 57
		SP:Iteration 51Q (55433.980000 sec): 3 clusters
  Score: Raw -2426526.243583 + Penalty 3297.055227 = -2423229.188356
  nChanged 54
		SP:Iteration 52Q (55434.340000 sec): 3 clusters
  Score: Raw -2426546.945511 + Penalty 3297.055227 = -2423249.890284
  nChanged 49
		SP:Iteration 53Q (55434.700000 sec): 3 clusters
  Score: Raw -2426562.019446 + Penalty 3297.055227 = -2423264.964218
  nChanged 34
		SP:Iteration 54Q (55435.090000 sec): 3 clusters
  Score: Raw -2426572.455718 + Penalty 3297.055227 = -2423275.400491
  nChanged 28
		SP:Iteration 55Q (55435.430000 sec): 3 clusters
  Score: Raw -2426582.362930 + Penalty 3297.055227 = -2423285.307703
  nChanged 26
		SP:Iteration 56Q (55435.790000 sec): 3 clusters
  Score: Raw -2426591.732268 + Penalty 3297.055227 = -2423294.677040
  nChanged 30
		SP:Iteration 57Q (55436.150000 sec): 3 clusters
  Score: Raw -2426602.694202 + Penalty 3297.055227 = -2423305.638975
  nChanged 23
		SP:Iteration 58Q (55436.510000 sec): 3 clusters
  Score: Raw -2426609.303918 + Penalty 3297.055227 = -2423312.248691
  nChanged 23
		SP:Iteration 59Q (55436.850000 sec): 3 clusters
  Score: Raw -2426617.202175 + Penalty 3297.055227 = -2423320.146948
  nChanged 20
		SP:Iteration 60F (55437.210000 sec): 3 clusters
  Score: Raw -2426624.334117 + Penalty 3297.055227 = -2423327.278890
  nChanged 25
		SP:Iteration 61Q (55437.570000 sec): 3 clusters
  Score: Raw -2426632.593973 + Penalty 3297.055227 = -2423335.538746
  nChanged 20
		SP:Iteration 62Q (55437.930000 sec): 3 clusters
  Score: Raw -2426637.324152 + Penalty 3297.055227 = -2423340.268925
  nChanged 12
		SP:Iteration 63Q (55438.290000 sec): 3 clusters
  Score: Raw -2426640.483321 + Penalty 3297.055227 = -2423343.428093
  nChanged 10
		SP:Iteration 64Q (55438.650000 sec): 3 clusters
  Score: Raw -2426643.992451 + Penalty 3297.055227 = -2423346.937224
  nChanged 12
		SP:Iteration 65Q (55439.030000 sec): 3 clusters
  Score: Raw -2426648.420599 + Penalty 3297.055227 = -2423351.365372
  nChanged 14
		SP:Iteration 66Q (55439.390000 sec): 3 clusters
  Score: Raw -2426651.683421 + Penalty 3297.055227 = -2423354.628194
  nChanged 8
		SP:Iteration 67Q (55439.790000 sec): 3 clusters
  Score: Raw -2426653.729825 + Penalty 3297.055227 = -2423356.674598
  nChanged 9
		SP:Iteration 68Q (55440.150000 sec): 3 clusters
  Score: Raw -2426655.821839 + Penalty 3297.055227 = -2423358.766612
  nChanged 6
		SP:Iteration 69Q (55440.410000 sec): 3 clusters
  Score: Raw -2426656.985251 + Penalty 3297.055227 = -2423359.930024
  nChanged 3
		SP:Iteration 70Q (55440.780000 sec): 3 clusters
  Score: Raw -2426657.336481 + Penalty 3297.055227 = -2423360.281254
  nChanged 1
		SP:Iteration 71Q (55441.120000 sec): 3 clusters
  Score: Raw -2426657.756491 + Penalty 3297.055227 = -2423360.701264
  nChanged 0
		SP:Iteration 72F (55441.480000 sec): 3 clusters
  Score: Raw -2426657.756491 + Penalty 3297.055227 = -2423360.701264
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (7099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55441.590000 sec): 2 clusters
  Score: Raw -606295.872905 + Penalty 1441.002746 = -604854.870158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55441.810000 sec): 3 clusters
  Score: Raw -602468.471015 + Penalty 2882.005493 = -599586.465523
  nChanged 2988
		SP:Iteration 1F (55442.010000 sec): 3 clusters
  Score: Raw -604558.763743 + Penalty 2882.005493 = -601676.758250
  nChanged 686
		SP:Iteration 2F (55442.220000 sec): 3 clusters
  Score: Raw -605073.489750 + Penalty 2882.005493 = -602191.484258
  nChanged 498
		SP:Iteration 3F (55442.420000 sec): 3 clusters
  Score: Raw -605427.504612 + Penalty 2882.005493 = -602545.499119
  nChanged 390
		SP:Iteration 4F (55442.620000 sec): 3 clusters
  Score: Raw -605658.475207 + Penalty 2882.005493 = -602776.469714
  nChanged 275
		SP:Iteration 5Q (55442.830000 sec): 3 clusters
  Score: Raw -605813.252374 + Penalty 2882.005493 = -602931.246881
  nChanged 208
		SP:Iteration 6Q (55443.030000 sec): 3 clusters
  Score: Raw -605919.573087 + Penalty 2882.005493 = -603037.567594
  nChanged 184
		SP:Iteration 7Q (55443.230000 sec): 3 clusters
  Score: Raw -606010.986318 + Penalty 2882.005493 = -603128.980826
  nChanged 185
		SP:Iteration 8Q (55443.430000 sec): 3 clusters
  Score: Raw -606107.068054 + Penalty 2882.005493 = -603225.062562
  nChanged 179
		SP:Iteration 9Q (55443.640000 sec): 3 clusters
  Score: Raw -606198.392972 + Penalty 2882.005493 = -603316.387479
  nChanged 154
		SP:Iteration 10Q (55443.840000 sec): 3 clusters
  Score: Raw -606264.932054 + Penalty 2882.005493 = -603382.926562
  nChanged 134
		SP:Iteration 11Q (55444.050000 sec): 3 clusters
  Score: Raw -606321.308763 + Penalty 2882.005493 = -603439.303270
  nChanged 100
		SP:Iteration 12Q (55444.250000 sec): 3 clusters
  Score: Raw -606366.519142 + Penalty 2882.005493 = -603484.513649
  nChanged 105
		SP:Iteration 13Q (55444.450000 sec): 3 clusters
  Score: Raw -606417.416906 + Penalty 2882.005493 = -603535.411413
  nChanged 106
		SP:Iteration 14Q (55444.650000 sec): 3 clusters
  Score: Raw -606471.242037 + Penalty 2882.005493 = -603589.236545
  nChanged 88
		SP:Iteration 15Q (55444.860000 sec): 3 clusters
  Score: Raw -606511.376291 + Penalty 2882.005493 = -603629.370798
  nChanged 87
		SP:Iteration 16Q (55445.060000 sec): 3 clusters
  Score: Raw -606544.101594 + Penalty 2882.005493 = -603662.096101
  nChanged 77
		SP:Iteration 17Q (55445.250000 sec): 3 clusters
  Score: Raw -606581.221743 + Penalty 2882.005493 = -603699.216251
  nChanged 78
		SP:Iteration 18Q (55445.370000 sec): 3 clusters
  Score: Raw -606618.483069 + Penalty 2882.005493 = -603736.477576
  nChanged 76
		SP:Iteration 19Q (55445.470000 sec): 3 clusters
  Score: Raw -606664.506462 + Penalty 2882.005493 = -603782.500969
  nChanged 70
		SP:Iteration 20F (55445.590000 sec): 3 clusters
  Score: Raw -606703.163767 + Penalty 2882.005493 = -603821.158274
  nChanged 71
		SP:Iteration 21Q (55445.710000 sec): 3 clusters
  Score: Raw -606742.508686 + Penalty 2882.005493 = -603860.503194
  nChanged 68
		SP:Iteration 22Q (55445.840000 sec): 3 clusters
  Score: Raw -606783.761217 + Penalty 2882.005493 = -603901.755724
  nChanged 62
		SP:Iteration 23Q (55445.950000 sec): 3 clusters
  Score: Raw -606830.361057 + Penalty 2882.005493 = -603948.355565
  nChanged 64
		SP:Iteration 24Q (55446.170000 sec): 3 clusters
  Score: Raw -606870.486801 + Penalty 2882.005493 = -603988.481309
  nChanged 47
		SP:Iteration 25Q (55446.370000 sec): 3 clusters
  Score: Raw -606894.064173 + Penalty 2882.005493 = -604012.058680
  nChanged 45
		SP:Iteration 26Q (55446.570000 sec): 3 clusters
  Score: Raw -606915.925660 + Penalty 2882.005493 = -604033.920167
  nChanged 42
		SP:Iteration 27Q (55446.770000 sec): 3 clusters
  Score: Raw -606934.732763 + Penalty 2882.005493 = -604052.727270
  nChanged 23
		SP:Iteration 28Q (55446.980000 sec): 3 clusters
  Score: Raw -606944.600672 + Penalty 2882.005493 = -604062.595179
  nChanged 19
		SP:Iteration 29Q (55447.180000 sec): 3 clusters
  Score: Raw -606953.982728 + Penalty 2882.005493 = -604071.977235
  nChanged 25
		SP:Iteration 30Q (55447.380000 sec): 3 clusters
  Score: Raw -606962.084935 + Penalty 2882.005493 = -604080.079443
  nChanged 21
		SP:Iteration 31Q (55447.590000 sec): 3 clusters
  Score: Raw -606967.410853 + Penalty 2882.005493 = -604085.405360
  nChanged 19
		SP:Iteration 32Q (55447.790000 sec): 3 clusters
  Score: Raw -606975.145731 + Penalty 2882.005493 = -604093.140239
  nChanged 14
		SP:Iteration 33Q (55448.040000 sec): 3 clusters
  Score: Raw -606983.223288 + Penalty 2882.005493 = -604101.217796
  nChanged 22
		SP:Iteration 34Q (55448.240000 sec): 3 clusters
  Score: Raw -606991.295754 + Penalty 2882.005493 = -604109.290261
  nChanged 14
		SP:Iteration 35Q (55448.440000 sec): 3 clusters
  Score: Raw -606996.055497 + Penalty 2882.005493 = -604114.050004
  nChanged 8
		SP:Iteration 36Q (55448.650000 sec): 3 clusters
  Score: Raw -606999.517484 + Penalty 2882.005493 = -604117.511991
  nChanged 8
		SP:Iteration 37Q (55448.850000 sec): 3 clusters
  Score: Raw -607002.625543 + Penalty 2882.005493 = -604120.620050
  nChanged 12
		SP:Iteration 38Q (55449.050000 sec): 3 clusters
  Score: Raw -607006.544903 + Penalty 2882.005493 = -604124.539411
  nChanged 8
		SP:Iteration 39Q (55449.160000 sec): 3 clusters
  Score: Raw -607010.115461 + Penalty 2882.005493 = -604128.109969
  nChanged 7
		SP:Iteration 40F (55449.270000 sec): 3 clusters
  Score: Raw -607011.734789 + Penalty 2882.005493 = -604129.729297
  nChanged 5
		SP:Iteration 41Q (55449.460000 sec): 3 clusters
  Score: Raw -607012.686290 + Penalty 2882.005493 = -604130.680797
  nChanged 5
		SP:Iteration 42Q (55449.660000 sec): 3 clusters
  Score: Raw -607015.021080 + Penalty 2882.005493 = -604133.015587
  nChanged 6
		SP:Iteration 43Q (55449.860000 sec): 3 clusters
  Score: Raw -607017.234812 + Penalty 2882.005493 = -604135.229319
  nChanged 3
		SP:Iteration 44Q (55450.060000 sec): 3 clusters
  Score: Raw -607018.702772 + Penalty 2882.005493 = -604136.697279
  nChanged 3
		SP:Iteration 45Q (55450.270000 sec): 3 clusters
  Score: Raw -607021.108214 + Penalty 2882.005493 = -604139.102722
  nChanged 6
		SP:Iteration 46Q (55450.470000 sec): 3 clusters
  Score: Raw -607024.528044 + Penalty 2882.005493 = -604142.522552
  nChanged 8
		SP:Iteration 47Q (55450.670000 sec): 3 clusters
  Score: Raw -607029.039640 + Penalty 2882.005493 = -604147.034147
  nChanged 9
		SP:Iteration 48Q (55450.880000 sec): 3 clusters
  Score: Raw -607033.664086 + Penalty 2882.005493 = -604151.658594
  nChanged 11
		SP:Iteration 49Q (55451.080000 sec): 3 clusters
  Score: Raw -607039.930194 + Penalty 2882.005493 = -604157.924701
  nChanged 14
		SP:Iteration 50Q (55451.280000 sec): 3 clusters
  Score: Raw -607044.815464 + Penalty 2882.005493 = -604162.809971
  nChanged 11
		SP:Iteration 51Q (55451.480000 sec): 3 clusters
  Score: Raw -607049.136051 + Penalty 2882.005493 = -604167.130558
  nChanged 11
		SP:Iteration 52Q (55451.690000 sec): 3 clusters
  Score: Raw -607053.208995 + Penalty 2882.005493 = -604171.203503
  nChanged 15
		SP:Iteration 53Q (55451.890000 sec): 3 clusters
  Score: Raw -607059.915116 + Penalty 2882.005493 = -604177.909623
  nChanged 8
		SP:Iteration 54Q (55452.100000 sec): 3 clusters
  Score: Raw -607062.186088 + Penalty 2882.005493 = -604180.180596
  nChanged 5
		SP:Iteration 55Q (55452.200000 sec): 3 clusters
  Score: Raw -607064.267258 + Penalty 2882.005493 = -604182.261765
  nChanged 1
		SP:Iteration 56Q (55452.300000 sec): 3 clusters
  Score: Raw -607064.619485 + Penalty 2882.005493 = -604182.613992
  nChanged 1
		SP:Iteration 57Q (55452.500000 sec): 3 clusters
  Score: Raw -607064.839235 + Penalty 2882.005493 = -604182.833743
  nChanged 1
		SP:Iteration 58Q (55452.700000 sec): 3 clusters
  Score: Raw -607065.478313 + Penalty 2882.005493 = -604183.472821
  nChanged 1
		SP:Iteration 59Q (55452.900000 sec): 3 clusters
  Score: Raw -607065.717851 + Penalty 2882.005493 = -604183.712359
  nChanged 0
		SP:Iteration 60F (55453.100000 sec): 3 clusters
  Score: Raw -607065.717851 + Penalty 2882.005493 = -604183.712359
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (6074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55453.180000 sec): 2 clusters
  Score: Raw -414527.202501 + Penalty 1415.663055 = -413111.539446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55453.400000 sec): 3 clusters
  Score: Raw -411289.183583 + Penalty 2831.326110 = -408457.857473
  nChanged 2534
		SP:Iteration 1F (55453.570000 sec): 3 clusters
  Score: Raw -412894.803634 + Penalty 2831.326110 = -410063.477525
  nChanged 564
		SP:Iteration 2F (55453.740000 sec): 3 clusters
  Score: Raw -413361.775728 + Penalty 2831.326110 = -410530.449619
  nChanged 487
		SP:Iteration 3F (55453.900000 sec): 3 clusters
  Score: Raw -413770.854729 + Penalty 2831.326110 = -410939.528619
  nChanged 416
		SP:Iteration 4F (55454.070000 sec): 3 clusters
  Score: Raw -414100.702664 + Penalty 2831.326110 = -411269.376554
  nChanged 319
		SP:Iteration 5F (55454.230000 sec): 3 clusters
  Score: Raw -414335.875820 + Penalty 2831.326110 = -411504.549711
  nChanged 258
		SP:Iteration 6Q (55454.400000 sec): 3 clusters
  Score: Raw -414475.482988 + Penalty 2831.326110 = -411644.156879
  nChanged 180
		SP:Iteration 7Q (55454.560000 sec): 3 clusters
  Score: Raw -414562.169361 + Penalty 2831.326110 = -411730.843251
  nChanged 117
		SP:Iteration 8Q (55454.660000 sec): 3 clusters
  Score: Raw -414610.220760 + Penalty 2831.326110 = -411778.894650
  nChanged 91
		SP:Iteration 9Q (55454.760000 sec): 3 clusters
  Score: Raw -414639.219025 + Penalty 2831.326110 = -411807.892915
  nChanged 74
		SP:Iteration 10Q (55454.860000 sec): 3 clusters
  Score: Raw -414660.683174 + Penalty 2831.326110 = -411829.357064
  nChanged 52
		SP:Iteration 11Q (55454.960000 sec): 3 clusters
  Score: Raw -414677.059321 + Penalty 2831.326110 = -411845.733212
  nChanged 53
		SP:Iteration 12Q (55455.060000 sec): 3 clusters
  Score: Raw -414694.155581 + Penalty 2831.326110 = -411862.829471
  nChanged 45
		SP:Iteration 13Q (55455.160000 sec): 3 clusters
  Score: Raw -414707.344047 + Penalty 2831.326110 = -411876.017937
  nChanged 48
		SP:Iteration 14Q (55455.260000 sec): 3 clusters
  Score: Raw -414724.439466 + Penalty 2831.326110 = -411893.113356
  nChanged 52
		SP:Iteration 15Q (55455.440000 sec): 3 clusters
  Score: Raw -414742.416675 + Penalty 2831.326110 = -411911.090565
  nChanged 56
		SP:Iteration 16Q (55455.660000 sec): 3 clusters
  Score: Raw -414762.243792 + Penalty 2831.326110 = -411930.917682
  nChanged 59
		SP:Iteration 17Q (55455.840000 sec): 3 clusters
  Score: Raw -414784.052863 + Penalty 2831.326110 = -411952.726753
  nChanged 53
		SP:Iteration 18Q (55455.980000 sec): 3 clusters
  Score: Raw -414799.750895 + Penalty 2831.326110 = -411968.424785
  nChanged 43
		SP:Iteration 19Q (55456.140000 sec): 3 clusters
  Score: Raw -414815.525521 + Penalty 2831.326110 = -411984.199412
  nChanged 56
		SP:Iteration 20F (55456.300000 sec): 3 clusters
  Score: Raw -414832.926309 + Penalty 2831.326110 = -412001.600200
  nChanged 44
		SP:Iteration 21Q (55456.470000 sec): 3 clusters
  Score: Raw -414844.226394 + Penalty 2831.326110 = -412012.900285
  nChanged 36
		SP:Iteration 22Q (55456.640000 sec): 3 clusters
  Score: Raw -414853.806382 + Penalty 2831.326110 = -412022.480273
  nChanged 29
		SP:Iteration 23Q (55456.800000 sec): 3 clusters
  Score: Raw -414863.584899 + Penalty 2831.326110 = -412032.258789
  nChanged 35
		SP:Iteration 24Q (55456.970000 sec): 3 clusters
  Score: Raw -414875.526268 + Penalty 2831.326110 = -412044.200158
  nChanged 38
		SP:Iteration 25Q (55457.130000 sec): 3 clusters
  Score: Raw -414887.933444 + Penalty 2831.326110 = -412056.607334
  nChanged 46
		SP:Iteration 26Q (55457.300000 sec): 3 clusters
  Score: Raw -414900.202627 + Penalty 2831.326110 = -412068.876517
  nChanged 40
		SP:Iteration 27Q (55457.460000 sec): 3 clusters
  Score: Raw -414910.859611 + Penalty 2831.326110 = -412079.533501
  nChanged 38
		SP:Iteration 28Q (55457.630000 sec): 3 clusters
  Score: Raw -414919.712066 + Penalty 2831.326110 = -412088.385956
  nChanged 26
		SP:Iteration 29Q (55457.790000 sec): 3 clusters
  Score: Raw -414926.186352 + Penalty 2831.326110 = -412094.860242
  nChanged 30
		SP:Iteration 30Q (55457.960000 sec): 3 clusters
  Score: Raw -414933.160170 + Penalty 2831.326110 = -412101.834060
  nChanged 33
		SP:Iteration 31Q (55458.120000 sec): 3 clusters
  Score: Raw -414941.841208 + Penalty 2831.326110 = -412110.515098
  nChanged 27
		SP:Iteration 32Q (55458.290000 sec): 3 clusters
  Score: Raw -414950.522439 + Penalty 2831.326110 = -412119.196330
  nChanged 40
		SP:Iteration 33Q (55458.450000 sec): 3 clusters
  Score: Raw -414960.859524 + Penalty 2831.326110 = -412129.533414
  nChanged 40
		SP:Iteration 34Q (55458.620000 sec): 3 clusters
  Score: Raw -414972.810336 + Penalty 2831.326110 = -412141.484226
  nChanged 33
		SP:Iteration 35Q (55458.780000 sec): 3 clusters
  Score: Raw -414982.435036 + Penalty 2831.326110 = -412151.108927
  nChanged 38
		SP:Iteration 36Q (55458.950000 sec): 3 clusters
  Score: Raw -414989.174757 + Penalty 2831.326110 = -412157.848648
  nChanged 18
		SP:Iteration 37Q (55459.120000 sec): 3 clusters
  Score: Raw -414993.112745 + Penalty 2831.326110 = -412161.786635
  nChanged 13
		SP:Iteration 38Q (55459.280000 sec): 3 clusters
  Score: Raw -414995.373726 + Penalty 2831.326110 = -412164.047616
  nChanged 15
		SP:Iteration 39Q (55459.440000 sec): 3 clusters
  Score: Raw -414998.545175 + Penalty 2831.326110 = -412167.219065
  nChanged 13
		SP:Iteration 40F (55459.640000 sec): 3 clusters
  Score: Raw -415001.691735 + Penalty 2831.326110 = -412170.365625
  nChanged 15
		SP:Iteration 41Q (55459.820000 sec): 3 clusters
  Score: Raw -415006.227290 + Penalty 2831.326110 = -412174.901180
  nChanged 23
		SP:Iteration 42Q (55460.040000 sec): 3 clusters
  Score: Raw -415011.057749 + Penalty 2831.326110 = -412179.731639
  nChanged 23
		SP:Iteration 43Q (55460.220000 sec): 3 clusters
  Score: Raw -415017.674950 + Penalty 2831.326110 = -412186.348841
  nChanged 25
		SP:Iteration 44Q (55460.360000 sec): 3 clusters
  Score: Raw -415027.372892 + Penalty 2831.326110 = -412196.046782
  nChanged 25
		SP:Iteration 45Q (55460.520000 sec): 3 clusters
  Score: Raw -415035.259872 + Penalty 2831.326110 = -412203.933763
  nChanged 29
		SP:Iteration 46Q (55460.680000 sec): 3 clusters
  Score: Raw -415042.884192 + Penalty 2831.326110 = -412211.558082
  nChanged 28
		SP:Iteration 47Q (55460.850000 sec): 3 clusters
  Score: Raw -415051.575819 + Penalty 2831.326110 = -412220.249709
  nChanged 22
		SP:Iteration 48Q (55461.020000 sec): 3 clusters
  Score: Raw -415059.064102 + Penalty 2831.326110 = -412227.737992
  nChanged 28
		SP:Iteration 49Q (55461.180000 sec): 3 clusters
  Score: Raw -415065.510600 + Penalty 2831.326110 = -412234.184490
  nChanged 17
		SP:Iteration 50Q (55461.340000 sec): 3 clusters
  Score: Raw -415069.297722 + Penalty 2831.326110 = -412237.971613
  nChanged 22
		SP:Iteration 51Q (55461.510000 sec): 3 clusters
  Score: Raw -415076.022944 + Penalty 2831.326110 = -412244.696834
  nChanged 22
		SP:Iteration 52Q (55461.680000 sec): 3 clusters
  Score: Raw -415082.192433 + Penalty 2831.326110 = -412250.866323
  nChanged 18
		SP:Iteration 53Q (55461.840000 sec): 3 clusters
  Score: Raw -415087.103586 + Penalty 2831.326110 = -412255.777477
  nChanged 21
		SP:Iteration 54Q (55462.010000 sec): 3 clusters
  Score: Raw -415092.317420 + Penalty 2831.326110 = -412260.991310
  nChanged 14
		SP:Iteration 55Q (55462.170000 sec): 3 clusters
  Score: Raw -415096.101304 + Penalty 2831.326110 = -412264.775194
  nChanged 17
		SP:Iteration 56Q (55462.340000 sec): 3 clusters
  Score: Raw -415099.743040 + Penalty 2831.326110 = -412268.416931
  nChanged 17
		SP:Iteration 57Q (55462.500000 sec): 3 clusters
  Score: Raw -415104.239797 + Penalty 2831.326110 = -412272.913687
  nChanged 18
		SP:Iteration 58Q (55462.670000 sec): 3 clusters
  Score: Raw -415108.434898 + Penalty 2831.326110 = -412277.108788
  nChanged 17
		SP:Iteration 59Q (55462.830000 sec): 3 clusters
  Score: Raw -415113.817942 + Penalty 2831.326110 = -412282.491832
  nChanged 19
		SP:Iteration 60F (55463.000000 sec): 3 clusters
  Score: Raw -415118.973397 + Penalty 2831.326110 = -412287.647287
  nChanged 16
		SP:Iteration 61Q (55463.160000 sec): 3 clusters
  Score: Raw -415123.698699 + Penalty 2831.326110 = -412292.372590
  nChanged 16
		SP:Iteration 62Q (55463.330000 sec): 3 clusters
  Score: Raw -415126.738499 + Penalty 2831.326110 = -412295.412389
  nChanged 12
		SP:Iteration 63Q (55463.490000 sec): 3 clusters
  Score: Raw -415128.684694 + Penalty 2831.326110 = -412297.358584
  nChanged 8
		SP:Iteration 64Q (55463.700000 sec): 3 clusters
  Score: Raw -415129.685765 + Penalty 2831.326110 = -412298.359655
  nChanged 5
		SP:Iteration 65Q (55463.870000 sec): 3 clusters
  Score: Raw -415130.401160 + Penalty 2831.326110 = -412299.075050
  nChanged 1
		SP:Iteration 66Q (55464.060000 sec): 3 clusters
  Score: Raw -415130.510023 + Penalty 2831.326110 = -412299.183914
  nChanged 1
		SP:Iteration 67Q (55464.270000 sec): 3 clusters
  Score: Raw -415130.877401 + Penalty 2831.326110 = -412299.551291
  nChanged 4
		SP:Iteration 68Q (55464.440000 sec): 3 clusters
  Score: Raw -415131.847688 + Penalty 2831.326110 = -412300.521578
  nChanged 7
		SP:Iteration 69Q (55464.620000 sec): 3 clusters
  Score: Raw -415132.863338 + Penalty 2831.326110 = -412301.537228
  nChanged 5
		SP:Iteration 70Q (55464.790000 sec): 3 clusters
  Score: Raw -415133.602145 + Penalty 2831.326110 = -412302.276035
  nChanged 2
		SP:Iteration 71Q (55464.960000 sec): 3 clusters
  Score: Raw -415134.088736 + Penalty 2831.326110 = -412302.762626
  nChanged 5
		SP:Iteration 72Q (55465.120000 sec): 3 clusters
  Score: Raw -415134.796323 + Penalty 2831.326110 = -412303.470213
  nChanged 1
		SP:Iteration 73Q (55465.290000 sec): 3 clusters
  Score: Raw -415135.067756 + Penalty 2831.326110 = -412303.741646
  nChanged 5
		SP:Iteration 74Q (55465.450000 sec): 3 clusters
  Score: Raw -415136.077369 + Penalty 2831.326110 = -412304.751259
  nChanged 5
		SP:Iteration 75Q (55465.620000 sec): 3 clusters
  Score: Raw -415136.749451 + Penalty 2831.326110 = -412305.423342
  nChanged 2
		SP:Iteration 76Q (55465.780000 sec): 3 clusters
  Score: Raw -415136.841234 + Penalty 2831.326110 = -412305.515124
  nChanged 1
		SP:Iteration 77Q (55465.950000 sec): 3 clusters
  Score: Raw -415137.024965 + Penalty 2831.326110 = -412305.698856
  nChanged 2
		SP:Iteration 78Q (55466.120000 sec): 3 clusters
  Score: Raw -415137.645073 + Penalty 2831.326110 = -412306.318963
  nChanged 3
		SP:Iteration 79Q (55466.270000 sec): 3 clusters
  Score: Raw -415138.229562 + Penalty 2831.326110 = -412306.903452
  nChanged 4
		SP:Iteration 80F (55466.390000 sec): 3 clusters
  Score: Raw -415138.737434 + Penalty 2831.326110 = -412307.411324
  nChanged 5
		SP:Iteration 81Q (55466.490000 sec): 3 clusters
  Score: Raw -415139.764125 + Penalty 2831.326110 = -412308.438016
  nChanged 7
		SP:Iteration 82Q (55466.580000 sec): 3 clusters
  Score: Raw -415140.584223 + Penalty 2831.326110 = -412309.258113
  nChanged 3
		SP:Iteration 83Q (55466.720000 sec): 3 clusters
  Score: Raw -415140.836368 + Penalty 2831.326110 = -412309.510259
  nChanged 3
		SP:Iteration 84Q (55466.820000 sec): 3 clusters
  Score: Raw -415141.599574 + Penalty 2831.326110 = -412310.273464
  nChanged 7
		SP:Iteration 85Q (55466.920000 sec): 3 clusters
  Score: Raw -415143.419623 + Penalty 2831.326110 = -412312.093513
  nChanged 8
		SP:Iteration 86Q (55467.020000 sec): 3 clusters
  Score: Raw -415145.392257 + Penalty 2831.326110 = -412314.066147
  nChanged 13
		SP:Iteration 87Q (55467.110000 sec): 3 clusters
  Score: Raw -415147.686921 + Penalty 2831.326110 = -412316.360811
  nChanged 6
		SP:Iteration 88Q (55467.260000 sec): 3 clusters
  Score: Raw -415148.444187 + Penalty 2831.326110 = -412317.118077
  nChanged 3
		SP:Iteration 89Q (55467.360000 sec): 3 clusters
  Score: Raw -415148.844337 + Penalty 2831.326110 = -412317.518227
  nChanged 5
		SP:Iteration 90Q (55467.510000 sec): 3 clusters
  Score: Raw -415149.509188 + Penalty 2831.326110 = -412318.183078
  nChanged 4
		SP:Iteration 91Q (55467.700000 sec): 3 clusters
  Score: Raw -415150.182765 + Penalty 2831.326110 = -412318.856655
  nChanged 3
		SP:Iteration 92Q (55467.910000 sec): 3 clusters
  Score: Raw -415150.521773 + Penalty 2831.326110 = -412319.195663
  nChanged 5
		SP:Iteration 93Q (55468.080000 sec): 3 clusters
  Score: Raw -415151.158107 + Penalty 2831.326110 = -412319.831997
  nChanged 6
		SP:Iteration 94Q (55468.240000 sec): 3 clusters
  Score: Raw -415152.245053 + Penalty 2831.326110 = -412320.918944
  nChanged 4
		SP:Iteration 95Q (55468.410000 sec): 3 clusters
  Score: Raw -415153.517163 + Penalty 2831.326110 = -412322.191053
  nChanged 11
		SP:Iteration 96Q (55468.640000 sec): 3 clusters
  Score: Raw -415155.283581 + Penalty 2831.326110 = -412323.957471
  nChanged 6
		SP:Iteration 97Q (55468.740000 sec): 3 clusters
  Score: Raw -415156.202694 + Penalty 2831.326110 = -412324.876584
  nChanged 6
		SP:Iteration 98Q (55468.840000 sec): 3 clusters
  Score: Raw -415157.835260 + Penalty 2831.326110 = -412326.509150
  nChanged 10
		SP:Iteration 99Q (55468.940000 sec): 3 clusters
  Score: Raw -415160.426257 + Penalty 2831.326110 = -412329.100148
  nChanged 6
		SP:Iteration 100F (55469.040000 sec): 3 clusters
  Score: Raw -415161.463577 + Penalty 2831.326110 = -412330.137467
  nChanged 5
		SP:Iteration 101Q (55469.130000 sec): 3 clusters
  Score: Raw -415162.620577 + Penalty 2831.326110 = -412331.294467
  nChanged 9
		SP:Iteration 102Q (55469.230000 sec): 3 clusters
  Score: Raw -415164.699022 + Penalty 2831.326110 = -412333.372912
  nChanged 14
		SP:Iteration 103Q (55469.330000 sec): 3 clusters
  Score: Raw -415167.346141 + Penalty 2831.326110 = -412336.020032
  nChanged 12
		SP:Iteration 104Q (55469.420000 sec): 3 clusters
  Score: Raw -415169.193239 + Penalty 2831.326110 = -412337.867129
  nChanged 8
		SP:Iteration 105Q (55469.610000 sec): 3 clusters
  Score: Raw -415170.216823 + Penalty 2831.326110 = -412338.890713
  nChanged 5
		SP:Iteration 106Q (55469.820000 sec): 3 clusters
  Score: Raw -415170.776791 + Penalty 2831.326110 = -412339.450681
  nChanged 0
		SP:Iteration 107F (55470.000000 sec): 3 clusters
  Score: Raw -415170.776791 + Penalty 2831.326110 = -412339.450681
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55470.090000 sec): 2 clusters
  Score: Raw -99705.076723 + Penalty 1147.327409 = -98557.749313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55470.260000 sec): 3 clusters
  Score: Raw -99318.991236 + Penalty 2294.654819 = -97024.336417
  nChanged 337
		SP:Iteration 1F (55470.440000 sec): 3 clusters
  Score: Raw -99638.803827 + Penalty 2294.654819 = -97344.149008
  nChanged 92
		SP:Iteration 2F (55470.480000 sec): 3 clusters
  Score: Raw -99729.189319 + Penalty 2294.654819 = -97434.534500
  nChanged 47
		SP:Iteration 3Q (55470.500000 sec): 3 clusters
  Score: Raw -99767.480578 + Penalty 2294.654819 = -97472.825759
  nChanged 29
		SP:Iteration 4Q (55470.530000 sec): 3 clusters
  Score: Raw -99793.522680 + Penalty 2294.654819 = -97498.867861
  nChanged 21
		SP:Iteration 5Q (55470.560000 sec): 3 clusters
  Score: Raw -99811.638449 + Penalty 2294.654819 = -97516.983630
  nChanged 14
		SP:Iteration 6Q (55470.580000 sec): 3 clusters
  Score: Raw -99828.267255 + Penalty 2294.654819 = -97533.612436
  nChanged 13
		SP:Iteration 7Q (55470.600000 sec): 3 clusters
  Score: Raw -99842.539866 + Penalty 2294.654819 = -97547.885047
  nChanged 17
		SP:Iteration 8Q (55470.630000 sec): 3 clusters
  Score: Raw -99857.335697 + Penalty 2294.654819 = -97562.680878
  nChanged 11
		SP:Iteration 9Q (55470.660000 sec): 3 clusters
  Score: Raw -99866.511692 + Penalty 2294.654819 = -97571.856873
  nChanged 7
		SP:Iteration 10Q (55470.680000 sec): 3 clusters
  Score: Raw -99874.225345 + Penalty 2294.654819 = -97579.570527
  nChanged 12
		SP:Iteration 11Q (55470.710000 sec): 3 clusters
  Score: Raw -99884.794664 + Penalty 2294.654819 = -97590.139845
  nChanged 12
		SP:Iteration 12Q (55470.730000 sec): 3 clusters
  Score: Raw -99896.978163 + Penalty 2294.654819 = -97602.323344
  nChanged 8
		SP:Iteration 13Q (55470.760000 sec): 3 clusters
  Score: Raw -99903.561322 + Penalty 2294.654819 = -97608.906503
  nChanged 2
		SP:Iteration 14Q (55470.780000 sec): 3 clusters
  Score: Raw -99905.379806 + Penalty 2294.654819 = -97610.724987
  nChanged 3
		SP:Iteration 15Q (55470.810000 sec): 3 clusters
  Score: Raw -99909.038145 + Penalty 2294.654819 = -97614.383326
  nChanged 2
		SP:Iteration 16Q (55470.840000 sec): 3 clusters
  Score: Raw -99911.207173 + Penalty 2294.654819 = -97616.552354
  nChanged 3
		SP:Iteration 17Q (55470.860000 sec): 3 clusters
  Score: Raw -99913.342620 + Penalty 2294.654819 = -97618.687801
  nChanged 3
		SP:Iteration 18Q (55470.890000 sec): 3 clusters
  Score: Raw -99916.099642 + Penalty 2294.654819 = -97621.444823
  nChanged 4
		SP:Iteration 19Q (55470.910000 sec): 3 clusters
  Score: Raw -99918.555212 + Penalty 2294.654819 = -97623.900393
  nChanged 1
		SP:Iteration 20F (55470.940000 sec): 3 clusters
  Score: Raw -99918.653911 + Penalty 2294.654819 = -97623.999092
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (10489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55471.100000 sec): 2 clusters
  Score: Raw -886781.606328 + Penalty 1504.438385 = -885277.167943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55471.320000 sec): 3 clusters
  Score: Raw -880832.620279 + Penalty 3008.876770 = -877823.743510
  nChanged 4524
		SP:Iteration 1F (55471.540000 sec): 3 clusters
  Score: Raw -883810.920754 + Penalty 3008.876770 = -880802.043984
  nChanged 916
		SP:Iteration 2F (55471.720000 sec): 3 clusters
  Score: Raw -884438.771873 + Penalty 3008.876770 = -881429.895103
  nChanged 755
		SP:Iteration 3F (55472.000000 sec): 3 clusters
  Score: Raw -884961.986251 + Penalty 3008.876770 = -881953.109482
  nChanged 618
		SP:Iteration 4F (55472.140000 sec): 3 clusters
  Score: Raw -885340.042568 + Penalty 3008.876770 = -882331.165798
  nChanged 501
		SP:Iteration 5Q (55472.360000 sec): 3 clusters
  Score: Raw -885597.644394 + Penalty 3008.876770 = -882588.767625
  nChanged 381
		SP:Iteration 6Q (55472.510000 sec): 3 clusters
  Score: Raw -885781.804280 + Penalty 3008.876770 = -882772.927510
  nChanged 347
		SP:Iteration 7Q (55472.720000 sec): 3 clusters
  Score: Raw -885946.068611 + Penalty 3008.876770 = -882937.191842
  nChanged 300
		SP:Iteration 8Q (55472.990000 sec): 3 clusters
  Score: Raw -886081.231134 + Penalty 3008.876770 = -883072.354365
  nChanged 280
		SP:Iteration 9Q (55473.210000 sec): 3 clusters
  Score: Raw -886212.726339 + Penalty 3008.876770 = -883203.849569
  nChanged 226
		SP:Iteration 10Q (55473.430000 sec): 3 clusters
  Score: Raw -886310.677484 + Penalty 3008.876770 = -883301.800715
  nChanged 186
		SP:Iteration 11Q (55473.650000 sec): 3 clusters
  Score: Raw -886382.034594 + Penalty 3008.876770 = -883373.157824
  nChanged 144
		SP:Iteration 12Q (55473.870000 sec): 3 clusters
  Score: Raw -886429.236905 + Penalty 3008.876770 = -883420.360136
  nChanged 118
		SP:Iteration 13Q (55474.130000 sec): 3 clusters
  Score: Raw -886457.427559 + Penalty 3008.876770 = -883448.550790
  nChanged 96
		SP:Iteration 14Q (55474.400000 sec): 3 clusters
  Score: Raw -886477.546195 + Penalty 3008.876770 = -883468.669426
  nChanged 64
		SP:Iteration 15Q (55474.620000 sec): 3 clusters
  Score: Raw -886489.261195 + Penalty 3008.876770 = -883480.384425
  nChanged 58
		SP:Iteration 16Q (55474.840000 sec): 3 clusters
  Score: Raw -886499.211943 + Penalty 3008.876770 = -883490.335174
  nChanged 46
		SP:Iteration 17Q (55475.060000 sec): 3 clusters
  Score: Raw -886508.946498 + Penalty 3008.876770 = -883500.069728
  nChanged 52
		SP:Iteration 18Q (55475.280000 sec): 3 clusters
  Score: Raw -886520.115659 + Penalty 3008.876770 = -883511.238890
  nChanged 52
		SP:Iteration 19Q (55475.510000 sec): 3 clusters
  Score: Raw -886528.899262 + Penalty 3008.876770 = -883520.022492
  nChanged 38
		SP:Iteration 20F (55475.730000 sec): 3 clusters
  Score: Raw -886537.915788 + Penalty 3008.876770 = -883529.039018
  nChanged 45
		SP:Iteration 21Q (55475.950000 sec): 3 clusters
  Score: Raw -886547.166736 + Penalty 3008.876770 = -883538.289966
  nChanged 40
		SP:Iteration 22Q (55476.170000 sec): 3 clusters
  Score: Raw -886554.706452 + Penalty 3008.876770 = -883545.829682
  nChanged 43
		SP:Iteration 23Q (55476.390000 sec): 3 clusters
  Score: Raw -886564.449529 + Penalty 3008.876770 = -883555.572759
  nChanged 50
		SP:Iteration 24Q (55476.610000 sec): 3 clusters
  Score: Raw -886576.153273 + Penalty 3008.876770 = -883567.276503
  nChanged 48
		SP:Iteration 25Q (55476.830000 sec): 3 clusters
  Score: Raw -886589.710944 + Penalty 3008.876770 = -883580.834174
  nChanged 60
		SP:Iteration 26Q (55477.050000 sec): 3 clusters
  Score: Raw -886602.829834 + Penalty 3008.876770 = -883593.953064
  nChanged 54
		SP:Iteration 27Q (55477.270000 sec): 3 clusters
  Score: Raw -886613.023072 + Penalty 3008.876770 = -883604.146302
  nChanged 38
		SP:Iteration 28Q (55477.490000 sec): 3 clusters
  Score: Raw -886618.907210 + Penalty 3008.876770 = -883610.030440
  nChanged 39
		SP:Iteration 29Q (55477.710000 sec): 3 clusters
  Score: Raw -886625.875569 + Penalty 3008.876770 = -883616.998799
  nChanged 40
		SP:Iteration 30Q (55477.930000 sec): 3 clusters
  Score: Raw -886635.055102 + Penalty 3008.876770 = -883626.178332
  nChanged 44
		SP:Iteration 31Q (55478.150000 sec): 3 clusters
  Score: Raw -886643.487174 + Penalty 3008.876770 = -883634.610404
  nChanged 35
		SP:Iteration 32Q (55478.370000 sec): 3 clusters
  Score: Raw -886648.418661 + Penalty 3008.876770 = -883639.541892
  nChanged 29
		SP:Iteration 33Q (55478.590000 sec): 3 clusters
  Score: Raw -886652.510069 + Penalty 3008.876770 = -883643.633300
  nChanged 37
		SP:Iteration 34Q (55478.810000 sec): 3 clusters
  Score: Raw -886658.027950 + Penalty 3008.876770 = -883649.151181
  nChanged 34
		SP:Iteration 35Q (55479.080000 sec): 3 clusters
  Score: Raw -886663.054088 + Penalty 3008.876770 = -883654.177318
  nChanged 33
		SP:Iteration 36Q (55479.300000 sec): 3 clusters
  Score: Raw -886669.203474 + Penalty 3008.876770 = -883660.326704
  nChanged 38
		SP:Iteration 37Q (55479.520000 sec): 3 clusters
  Score: Raw -886676.161431 + Penalty 3008.876770 = -883667.284661
  nChanged 38
		SP:Iteration 38Q (55479.740000 sec): 3 clusters
  Score: Raw -886683.335250 + Penalty 3008.876770 = -883674.458481
  nChanged 40
		SP:Iteration 39Q (55479.960000 sec): 3 clusters
  Score: Raw -886690.636580 + Penalty 3008.876770 = -883681.759810
  nChanged 41
		SP:Iteration 40F (55480.180000 sec): 3 clusters
  Score: Raw -886697.630703 + Penalty 3008.876770 = -883688.753933
  nChanged 34
		SP:Iteration 41Q (55480.400000 sec): 3 clusters
  Score: Raw -886704.974960 + Penalty 3008.876770 = -883696.098190
  nChanged 36
		SP:Iteration 42Q (55480.620000 sec): 3 clusters
  Score: Raw -886712.041168 + Penalty 3008.876770 = -883703.164398
  nChanged 26
		SP:Iteration 43Q (55480.840000 sec): 3 clusters
  Score: Raw -886717.242067 + Penalty 3008.876770 = -883708.365297
  nChanged 32
		SP:Iteration 44Q (55481.050000 sec): 3 clusters
  Score: Raw -886722.592508 + Penalty 3008.876770 = -883713.715739
  nChanged 39
		SP:Iteration 45Q (55481.270000 sec): 3 clusters
  Score: Raw -886732.840784 + Penalty 3008.876770 = -883723.964014
  nChanged 47
		SP:Iteration 46Q (55481.490000 sec): 3 clusters
  Score: Raw -886743.083422 + Penalty 3008.876770 = -883734.206652
  nChanged 42
		SP:Iteration 47Q (55481.710000 sec): 3 clusters
  Score: Raw -886752.936623 + Penalty 3008.876770 = -883744.059854
  nChanged 41
		SP:Iteration 48Q (55481.930000 sec): 3 clusters
  Score: Raw -886762.281626 + Penalty 3008.876770 = -883753.404857
  nChanged 41
		SP:Iteration 49Q (55482.160000 sec): 3 clusters
  Score: Raw -886770.092781 + Penalty 3008.876770 = -883761.216012
  nChanged 38
		SP:Iteration 50Q (55482.300000 sec): 3 clusters
  Score: Raw -886776.981855 + Penalty 3008.876770 = -883768.105086
  nChanged 39
		SP:Iteration 51Q (55482.440000 sec): 3 clusters
  Score: Raw -886786.508253 + Penalty 3008.876770 = -883777.631483
  nChanged 59
		SP:Iteration 52Q (55482.600000 sec): 3 clusters
  Score: Raw -886805.059333 + Penalty 3008.876770 = -883796.182563
  nChanged 65
		SP:Iteration 53Q (55482.750000 sec): 3 clusters
  Score: Raw -886830.451988 + Penalty 3008.876770 = -883821.575218
  nChanged 89
		SP:Iteration 54Q (55482.900000 sec): 3 clusters
  Score: Raw -886860.324599 + Penalty 3008.876770 = -883851.447830
  nChanged 85
		SP:Iteration 55Q (55483.080000 sec): 3 clusters
  Score: Raw -886882.547328 + Penalty 3008.876770 = -883873.670559
  nChanged 67
		SP:Iteration 56Q (55483.220000 sec): 3 clusters
  Score: Raw -886901.904437 + Penalty 3008.876770 = -883893.027667
  nChanged 71
		SP:Iteration 57Q (55483.380000 sec): 3 clusters
  Score: Raw -886920.168327 + Penalty 3008.876770 = -883911.291558
  nChanged 60
		SP:Iteration 58Q (55483.530000 sec): 3 clusters
  Score: Raw -886934.952308 + Penalty 3008.876770 = -883926.075538
  nChanged 68
		SP:Iteration 59Q (55483.780000 sec): 3 clusters
  Score: Raw -886952.166074 + Penalty 3008.876770 = -883943.289305
  nChanged 61
		SP:Iteration 60F (55484.000000 sec): 3 clusters
  Score: Raw -886968.333789 + Penalty 3008.876770 = -883959.457019
  nChanged 61
		SP:Iteration 61Q (55484.230000 sec): 3 clusters
  Score: Raw -886982.005465 + Penalty 3008.876770 = -883973.128696
  nChanged 53
		SP:Iteration 62Q (55484.480000 sec): 3 clusters
  Score: Raw -886993.941054 + Penalty 3008.876770 = -883985.064285
  nChanged 58
		SP:Iteration 63Q (55484.700000 sec): 3 clusters
  Score: Raw -887006.163354 + Penalty 3008.876770 = -883997.286584
  nChanged 40
		SP:Iteration 64Q (55484.920000 sec): 3 clusters
  Score: Raw -887013.407902 + Penalty 3008.876770 = -884004.531132
  nChanged 34
		SP:Iteration 65Q (55485.140000 sec): 3 clusters
  Score: Raw -887021.442516 + Penalty 3008.876770 = -884012.565746
  nChanged 34
		SP:Iteration 66Q (55485.370000 sec): 3 clusters
  Score: Raw -887027.725617 + Penalty 3008.876770 = -884018.848848
  nChanged 29
		SP:Iteration 67Q (55485.590000 sec): 3 clusters
  Score: Raw -887032.692704 + Penalty 3008.876770 = -884023.815934
  nChanged 23
		SP:Iteration 68Q (55485.810000 sec): 3 clusters
  Score: Raw -887038.590195 + Penalty 3008.876770 = -884029.713425
  nChanged 34
		SP:Iteration 69Q (55486.030000 sec): 3 clusters
  Score: Raw -887044.840835 + Penalty 3008.876770 = -884035.964065
  nChanged 24
		SP:Iteration 70Q (55486.170000 sec): 3 clusters
  Score: Raw -887048.042499 + Penalty 3008.876770 = -884039.165730
  nChanged 15
		SP:Iteration 71Q (55486.350000 sec): 3 clusters
  Score: Raw -887050.413005 + Penalty 3008.876770 = -884041.536236
  nChanged 15
		SP:Iteration 72Q (55486.500000 sec): 3 clusters
  Score: Raw -887054.107824 + Penalty 3008.876770 = -884045.231054
  nChanged 26
		SP:Iteration 73Q (55486.770000 sec): 3 clusters
  Score: Raw -887059.175292 + Penalty 3008.876770 = -884050.298522
  nChanged 17
		SP:Iteration 74Q (55487.030000 sec): 3 clusters
  Score: Raw -887062.534211 + Penalty 3008.876770 = -884053.657441
  nChanged 20
		SP:Iteration 75Q (55487.250000 sec): 3 clusters
  Score: Raw -887067.784132 + Penalty 3008.876770 = -884058.907362
  nChanged 23
		SP:Iteration 76Q (55487.390000 sec): 3 clusters
  Score: Raw -887072.697766 + Penalty 3008.876770 = -884063.820996
  nChanged 16
		SP:Iteration 77Q (55487.680000 sec): 3 clusters
  Score: Raw -887078.032555 + Penalty 3008.876770 = -884069.155785
  nChanged 18
		SP:Iteration 78Q (55487.870000 sec): 3 clusters
  Score: Raw -887085.913391 + Penalty 3008.876770 = -884077.036621
  nChanged 28
		SP:Iteration 79Q (55488.080000 sec): 3 clusters
  Score: Raw -887106.825725 + Penalty 3008.876770 = -884097.948955
  nChanged 46
		SP:Iteration 80F (55488.300000 sec): 3 clusters
  Score: Raw -887160.004360 + Penalty 3008.876770 = -884151.127590
  nChanged 72
		SP:Iteration 81Q (55488.520000 sec): 3 clusters
  Score: Raw -887268.723975 + Penalty 3008.876770 = -884259.847205
  nChanged 90
		SP:Iteration 82Q (55488.740000 sec): 3 clusters
  Score: Raw -887364.868684 + Penalty 3008.876770 = -884355.991914
  nChanged 87
		SP:Iteration 83Q (55488.960000 sec): 3 clusters
  Score: Raw -887413.749690 + Penalty 3008.876770 = -884404.872920
  nChanged 77
		SP:Iteration 84Q (55489.140000 sec): 3 clusters
  Score: Raw -887440.561369 + Penalty 3008.876770 = -884431.684599
  nChanged 49
		SP:Iteration 85Q (55489.360000 sec): 3 clusters
  Score: Raw -887454.246111 + Penalty 3008.876770 = -884445.369341
  nChanged 36
		SP:Iteration 86Q (55489.580000 sec): 3 clusters
  Score: Raw -887464.267604 + Penalty 3008.876770 = -884455.390835
  nChanged 30
		SP:Iteration 87Q (55489.800000 sec): 3 clusters
  Score: Raw -887470.429484 + Penalty 3008.876770 = -884461.552714
  nChanged 19
		SP:Iteration 88Q (55489.980000 sec): 3 clusters
  Score: Raw -887473.938942 + Penalty 3008.876770 = -884465.062172
  nChanged 17
		SP:Iteration 89Q (55490.200000 sec): 3 clusters
  Score: Raw -887478.190100 + Penalty 3008.876770 = -884469.313330
  nChanged 16
		SP:Iteration 90Q (55490.460000 sec): 3 clusters
  Score: Raw -887481.991328 + Penalty 3008.876770 = -884473.114558
  nChanged 15
		SP:Iteration 91Q (55490.670000 sec): 3 clusters
  Score: Raw -887484.037746 + Penalty 3008.876770 = -884475.160977
  nChanged 8
		SP:Iteration 92Q (55490.890000 sec): 3 clusters
  Score: Raw -887485.326817 + Penalty 3008.876770 = -884476.450047
  nChanged 9
		SP:Iteration 93Q (55491.110000 sec): 3 clusters
  Score: Raw -887487.193447 + Penalty 3008.876770 = -884478.316677
  nChanged 14
		SP:Iteration 94Q (55491.330000 sec): 3 clusters
  Score: Raw -887490.373196 + Penalty 3008.876770 = -884481.496426
  nChanged 11
		SP:Iteration 95Q (55491.550000 sec): 3 clusters
  Score: Raw -887492.277296 + Penalty 3008.876770 = -884483.400526
  nChanged 12
		SP:Iteration 96Q (55491.770000 sec): 3 clusters
  Score: Raw -887494.725131 + Penalty 3008.876770 = -884485.848361
  nChanged 11
		SP:Iteration 97Q (55491.990000 sec): 3 clusters
  Score: Raw -887497.203331 + Penalty 3008.876770 = -884488.326562
  nChanged 8
		SP:Iteration 98Q (55492.200000 sec): 3 clusters
  Score: Raw -887498.858687 + Penalty 3008.876770 = -884489.981918
  nChanged 12
		SP:Iteration 99Q (55492.420000 sec): 3 clusters
  Score: Raw -887500.207400 + Penalty 3008.876770 = -884491.330630
  nChanged 1
		SP:Iteration 100F (55492.640000 sec): 3 clusters
  Score: Raw -887500.292688 + Penalty 3008.876770 = -884491.415918
  nChanged 1
		SP:Iteration 101Q (55492.860000 sec): 3 clusters
  Score: Raw -887500.363123 + Penalty 3008.876770 = -884491.486354
  nChanged 1
		SP:Iteration 102Q (55493.040000 sec): 3 clusters
  Score: Raw -887500.449018 + Penalty 3008.876770 = -884491.572248
  nChanged 1
		SP:Iteration 103Q (55493.260000 sec): 3 clusters
  Score: Raw -887500.739611 + Penalty 3008.876770 = -884491.862841
  nChanged 3
		SP:Iteration 104Q (55493.480000 sec): 3 clusters
  Score: Raw -887501.289681 + Penalty 3008.876770 = -884492.412911
  nChanged 4
		SP:Iteration 105Q (55493.700000 sec): 3 clusters
  Score: Raw -887501.812448 + Penalty 3008.876770 = -884492.935679
  nChanged 2
		SP:Iteration 106Q (55493.880000 sec): 3 clusters
  Score: Raw -887502.188622 + Penalty 3008.876770 = -884493.311853
  nChanged 3
		SP:Iteration 107Q (55494.060000 sec): 3 clusters
  Score: Raw -887502.862425 + Penalty 3008.876770 = -884493.985656
  nChanged 4
		SP:Iteration 108Q (55494.330000 sec): 3 clusters
  Score: Raw -887503.519381 + Penalty 3008.876770 = -884494.642611
  nChanged 6
		SP:Iteration 109Q (55494.510000 sec): 3 clusters
  Score: Raw -887504.214812 + Penalty 3008.876770 = -884495.338043
  nChanged 4
		SP:Iteration 110Q (55494.740000 sec): 3 clusters
  Score: Raw -887504.973756 + Penalty 3008.876770 = -884496.096986
  nChanged 2
		SP:Iteration 111Q (55494.880000 sec): 3 clusters
  Score: Raw -887505.249278 + Penalty 3008.876770 = -884496.372508
  nChanged 3
		SP:Iteration 112Q (55495.020000 sec): 3 clusters
  Score: Raw -887505.635490 + Penalty 3008.876770 = -884496.758720
  nChanged 3
		SP:Iteration 113Q (55495.260000 sec): 3 clusters
  Score: Raw -887506.407833 + Penalty 3008.876770 = -884497.531064
  nChanged 5
		SP:Iteration 114Q (55495.480000 sec): 3 clusters
  Score: Raw -887506.980535 + Penalty 3008.876770 = -884498.103766
  nChanged 3
		SP:Iteration 115Q (55495.710000 sec): 3 clusters
  Score: Raw -887507.314187 + Penalty 3008.876770 = -884498.437417
  nChanged 4
		SP:Iteration 116Q (55495.920000 sec): 3 clusters
  Score: Raw -887507.889278 + Penalty 3008.876770 = -884499.012508
  nChanged 1
		SP:Iteration 117Q (55496.060000 sec): 3 clusters
  Score: Raw -887508.106088 + Penalty 3008.876770 = -884499.229318
  nChanged 2
		SP:Iteration 118Q (55496.240000 sec): 3 clusters
  Score: Raw -887508.511754 + Penalty 3008.876770 = -884499.634984
  nChanged 3
		SP:Iteration 119Q (55496.460000 sec): 3 clusters
  Score: Raw -887509.132879 + Penalty 3008.876770 = -884500.256110
  nChanged 3
		SP:Iteration 120F (55496.650000 sec): 3 clusters
  Score: Raw -887509.342455 + Penalty 3008.876770 = -884500.465686
  nChanged 2
		SP:Iteration 121Q (55496.820000 sec): 3 clusters
  Score: Raw -887510.257049 + Penalty 3008.876770 = -884501.380280
  nChanged 3
		SP:Iteration 122Q (55497.050000 sec): 3 clusters
  Score: Raw -887510.800939 + Penalty 3008.876770 = -884501.924169
  nChanged 5
		SP:Iteration 123Q (55497.240000 sec): 3 clusters
  Score: Raw -887511.547150 + Penalty 3008.876770 = -884502.670380
  nChanged 7
		SP:Iteration 124Q (55497.420000 sec): 3 clusters
  Score: Raw -887512.264884 + Penalty 3008.876770 = -884503.388115
  nChanged 5
		SP:Iteration 125Q (55497.600000 sec): 3 clusters
  Score: Raw -887513.017801 + Penalty 3008.876770 = -884504.141031
  nChanged 1
		SP:Iteration 126Q (55497.870000 sec): 3 clusters
  Score: Raw -887513.152484 + Penalty 3008.876770 = -884504.275715
  nChanged 0
		SP:Iteration 127F (55498.090000 sec): 3 clusters
  Score: Raw -887513.152484 + Penalty 3008.876770 = -884504.275715
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55498.190000 sec): 2 clusters
  Score: Raw -66891.570881 + Penalty 1100.996990 = -65790.573891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55498.360000 sec): 3 clusters
  Score: Raw -66700.856762 + Penalty 2201.993980 = -64498.862783
  nChanged 256
		SP:Iteration 1F (55498.540000 sec): 3 clusters
  Score: Raw -67023.469981 + Penalty 2201.993980 = -64821.476002
  nChanged 91
		SP:Iteration 2F (55498.710000 sec): 3 clusters
  Score: Raw -67224.212718 + Penalty 2201.993980 = -65022.218739
  nChanged 80
		SP:Iteration 3F (55498.890000 sec): 3 clusters
  Score: Raw -67433.677062 + Penalty 2201.993980 = -65231.683083
  nChanged 48
		SP:Iteration 4F (55499.060000 sec): 3 clusters
  Score: Raw -67578.701298 + Penalty 2201.993980 = -65376.707318
  nChanged 33
		SP:Iteration 5Q (55499.240000 sec): 3 clusters
  Score: Raw -67645.683617 + Penalty 2201.993980 = -65443.689637
  nChanged 16
		SP:Iteration 6Q (55499.420000 sec): 3 clusters
  Score: Raw -67687.280651 + Penalty 2201.993980 = -65485.286672
  nChanged 12
		SP:Iteration 7Q (55499.590000 sec): 3 clusters
  Score: Raw -67713.990105 + Penalty 2201.993980 = -65511.996126
  nChanged 6
		SP:Iteration 8Q (55499.770000 sec): 3 clusters
  Score: Raw -67723.731773 + Penalty 2201.993980 = -65521.737794
  nChanged 3
		SP:Iteration 9Q (55499.940000 sec): 3 clusters
  Score: Raw -67727.075662 + Penalty 2201.993980 = -65525.081683
  nChanged 2
		SP:Iteration 10Q (55500.120000 sec): 3 clusters
  Score: Raw -67729.665809 + Penalty 2201.993980 = -65527.671829
  nChanged 2
		SP:Iteration 11Q (55500.300000 sec): 3 clusters
  Score: Raw -67732.694858 + Penalty 2201.993980 = -65530.700879
  nChanged 1
		SP:Iteration 12Q (55500.470000 sec): 3 clusters
  Score: Raw -67733.705663 + Penalty 2201.993980 = -65531.711684
  nChanged 0
		SP:Iteration 13F (55500.690000 sec): 3 clusters
  Score: Raw -67733.705663 + Penalty 2201.993980 = -65531.711684
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (2497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55500.760000 sec): 2 clusters
  Score: Raw -208050.501980 + Penalty 1271.212360 = -206779.289620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55500.920000 sec): 3 clusters
  Score: Raw -206914.662338 + Penalty 2542.424719 = -204372.237619
  nChanged 911
		SP:Iteration 1F (55501.100000 sec): 3 clusters
  Score: Raw -207506.593951 + Penalty 2542.424719 = -204964.169231
  nChanged 199
		SP:Iteration 2F (55501.280000 sec): 3 clusters
  Score: Raw -207659.688540 + Penalty 2542.424719 = -205117.263820
  nChanged 141
		SP:Iteration 3F (55501.450000 sec): 3 clusters
  Score: Raw -207766.376671 + Penalty 2542.424719 = -205223.951952
  nChanged 121
		SP:Iteration 4Q (55501.630000 sec): 3 clusters
  Score: Raw -207855.233065 + Penalty 2542.424719 = -205312.808345
  nChanged 101
		SP:Iteration 5Q (55501.680000 sec): 3 clusters
  Score: Raw -207924.411243 + Penalty 2542.424719 = -205381.986524
  nChanged 89
		SP:Iteration 6Q (55501.740000 sec): 3 clusters
  Score: Raw -207992.597587 + Penalty 2542.424719 = -205450.172868
  nChanged 67
		SP:Iteration 7Q (55501.790000 sec): 3 clusters
  Score: Raw -208029.935679 + Penalty 2542.424719 = -205487.510959
  nChanged 49
		SP:Iteration 8Q (55501.840000 sec): 3 clusters
  Score: Raw -208051.470052 + Penalty 2542.424719 = -205509.045332
  nChanged 38
		SP:Iteration 9Q (55501.890000 sec): 3 clusters
  Score: Raw -208072.479617 + Penalty 2542.424719 = -205530.054898
  nChanged 34
		SP:Iteration 10Q (55501.940000 sec): 3 clusters
  Score: Raw -208087.129024 + Penalty 2542.424719 = -205544.704305
  nChanged 23
		SP:Iteration 11Q (55502.000000 sec): 3 clusters
  Score: Raw -208097.589265 + Penalty 2542.424719 = -205555.164545
  nChanged 18
		SP:Iteration 12Q (55502.050000 sec): 3 clusters
  Score: Raw -208106.986296 + Penalty 2542.424719 = -205564.561577
  nChanged 18
		SP:Iteration 13Q (55502.100000 sec): 3 clusters
  Score: Raw -208113.075886 + Penalty 2542.424719 = -205570.651167
  nChanged 16
		SP:Iteration 14Q (55502.160000 sec): 3 clusters
  Score: Raw -208120.482124 + Penalty 2542.424719 = -205578.057405
  nChanged 22
		SP:Iteration 15Q (55502.210000 sec): 3 clusters
  Score: Raw -208131.057507 + Penalty 2542.424719 = -205588.632787
  nChanged 20
		SP:Iteration 16Q (55502.260000 sec): 3 clusters
  Score: Raw -208139.280728 + Penalty 2542.424719 = -205596.856008
  nChanged 21
		SP:Iteration 17Q (55502.320000 sec): 3 clusters
  Score: Raw -208152.286464 + Penalty 2542.424719 = -205609.861745
  nChanged 26
		SP:Iteration 18Q (55502.370000 sec): 3 clusters
  Score: Raw -208166.607363 + Penalty 2542.424719 = -205624.182643
  nChanged 34
		SP:Iteration 19Q (55502.430000 sec): 3 clusters
  Score: Raw -208182.974195 + Penalty 2542.424719 = -205640.549475
  nChanged 41
		SP:Iteration 20F (55502.480000 sec): 3 clusters
  Score: Raw -208207.469124 + Penalty 2542.424719 = -205665.044405
  nChanged 39
		SP:Iteration 21Q (55502.530000 sec): 3 clusters
  Score: Raw -208226.733791 + Penalty 2542.424719 = -205684.309071
  nChanged 32
		SP:Iteration 22Q (55502.580000 sec): 3 clusters
  Score: Raw -208241.758445 + Penalty 2542.424719 = -205699.333726
  nChanged 23
		SP:Iteration 23Q (55502.640000 sec): 3 clusters
  Score: Raw -208253.625625 + Penalty 2542.424719 = -205711.200906
  nChanged 29
		SP:Iteration 24Q (55502.690000 sec): 3 clusters
  Score: Raw -208264.626580 + Penalty 2542.424719 = -205722.201861
  nChanged 21
		SP:Iteration 25Q (55502.740000 sec): 3 clusters
  Score: Raw -208270.799376 + Penalty 2542.424719 = -205728.374657
  nChanged 22
		SP:Iteration 26Q (55502.800000 sec): 3 clusters
  Score: Raw -208277.621875 + Penalty 2542.424719 = -205735.197155
  nChanged 18
		SP:Iteration 27Q (55502.850000 sec): 3 clusters
  Score: Raw -208283.530908 + Penalty 2542.424719 = -205741.106189
  nChanged 18
		SP:Iteration 28Q (55502.900000 sec): 3 clusters
  Score: Raw -208291.572970 + Penalty 2542.424719 = -205749.148251
  nChanged 18
		SP:Iteration 29Q (55502.950000 sec): 3 clusters
  Score: Raw -208297.659385 + Penalty 2542.424719 = -205755.234666
  nChanged 13
		SP:Iteration 30Q (55503.010000 sec): 3 clusters
  Score: Raw -208302.349203 + Penalty 2542.424719 = -205759.924484
  nChanged 10
		SP:Iteration 31Q (55503.060000 sec): 3 clusters
  Score: Raw -208305.666624 + Penalty 2542.424719 = -205763.241905
  nChanged 11
		SP:Iteration 32Q (55503.110000 sec): 3 clusters
  Score: Raw -208308.372745 + Penalty 2542.424719 = -205765.948026
  nChanged 10
		SP:Iteration 33Q (55503.160000 sec): 3 clusters
  Score: Raw -208310.365686 + Penalty 2542.424719 = -205767.940966
  nChanged 5
		SP:Iteration 34Q (55503.220000 sec): 3 clusters
  Score: Raw -208311.337723 + Penalty 2542.424719 = -205768.913004
  nChanged 6
		SP:Iteration 35Q (55503.270000 sec): 3 clusters
  Score: Raw -208313.302860 + Penalty 2542.424719 = -205770.878141
  nChanged 10
		SP:Iteration 36Q (55503.320000 sec): 3 clusters
  Score: Raw -208316.823857 + Penalty 2542.424719 = -205774.399137
  nChanged 13
		SP:Iteration 37Q (55503.380000 sec): 3 clusters
  Score: Raw -208320.699982 + Penalty 2542.424719 = -205778.275263
  nChanged 12
		SP:Iteration 38Q (55503.430000 sec): 3 clusters
  Score: Raw -208325.807201 + Penalty 2542.424719 = -205783.382481
  nChanged 12
		SP:Iteration 39Q (55503.480000 sec): 3 clusters
  Score: Raw -208330.242930 + Penalty 2542.424719 = -205787.818211
  nChanged 10
		SP:Iteration 40F (55503.610000 sec): 3 clusters
  Score: Raw -208333.309840 + Penalty 2542.424719 = -205790.885121
  nChanged 8
		SP:Iteration 41Q (55503.670000 sec): 3 clusters
  Score: Raw -208335.708979 + Penalty 2542.424719 = -205793.284259
  nChanged 9
		SP:Iteration 42Q (55503.720000 sec): 3 clusters
  Score: Raw -208338.754545 + Penalty 2542.424719 = -205796.329825
  nChanged 10
		SP:Iteration 43Q (55503.770000 sec): 3 clusters
  Score: Raw -208340.592756 + Penalty 2542.424719 = -205798.168037
  nChanged 11
		SP:Iteration 44Q (55503.820000 sec): 3 clusters
  Score: Raw -208343.023333 + Penalty 2542.424719 = -205800.598614
  nChanged 8
		SP:Iteration 45Q (55503.880000 sec): 3 clusters
  Score: Raw -208344.859743 + Penalty 2542.424719 = -205802.435024
  nChanged 5
		SP:Iteration 46Q (55503.930000 sec): 3 clusters
  Score: Raw -208345.845899 + Penalty 2542.424719 = -205803.421180
  nChanged 3
		SP:Iteration 47Q (55503.980000 sec): 3 clusters
  Score: Raw -208346.745244 + Penalty 2542.424719 = -205804.320524
  nChanged 3
		SP:Iteration 48Q (55504.040000 sec): 3 clusters
  Score: Raw -208347.269747 + Penalty 2542.424719 = -205804.845028
  nChanged 1
		SP:Iteration 49Q (55504.090000 sec): 3 clusters
  Score: Raw -208347.361922 + Penalty 2542.424719 = -205804.937203
  nChanged 1
		SP:Iteration 50Q (55504.140000 sec): 3 clusters
  Score: Raw -208347.863761 + Penalty 2542.424719 = -205805.439041
  nChanged 2
		SP:Iteration 51Q (55504.190000 sec): 3 clusters
  Score: Raw -208348.729570 + Penalty 2542.424719 = -205806.304851
  nChanged 2
		SP:Iteration 52Q (55504.250000 sec): 3 clusters
  Score: Raw -208349.299967 + Penalty 2542.424719 = -205806.875248
  nChanged 2
		SP:Iteration 53Q (55504.300000 sec): 3 clusters
  Score: Raw -208349.715883 + Penalty 2542.424719 = -205807.291164
  nChanged 1
		SP:Iteration 54Q (55504.350000 sec): 3 clusters
  Score: Raw -208350.027771 + Penalty 2542.424719 = -205807.603052
  nChanged 1
		SP:Iteration 55Q (55504.400000 sec): 3 clusters
  Score: Raw -208350.144922 + Penalty 2542.424719 = -205807.720203
  nChanged 1
		SP:Iteration 56Q (55504.460000 sec): 3 clusters
  Score: Raw -208350.266821 + Penalty 2542.424719 = -205807.842102
  nChanged 0
		SP:Iteration 57F (55504.510000 sec): 3 clusters
  Score: Raw -208350.266821 + Penalty 2542.424719 = -205807.842102
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (8922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55504.620000 sec): 2 clusters
  Score: Raw -691901.072564 + Penalty 1478.144755 = -690422.927809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55504.880000 sec): 3 clusters
  Score: Raw -686876.100925 + Penalty 2956.289510 = -683919.811415
  nChanged 3897
		SP:Iteration 1F (55505.060000 sec): 3 clusters
  Score: Raw -689297.923195 + Penalty 2956.289510 = -686341.633685
  nChanged 739
		SP:Iteration 2F (55505.260000 sec): 3 clusters
  Score: Raw -689770.493978 + Penalty 2956.289510 = -686814.204468
  nChanged 612
		SP:Iteration 3F (55505.450000 sec): 3 clusters
  Score: Raw -690153.013247 + Penalty 2956.289510 = -687196.723737
  nChanged 537
		SP:Iteration 4F (55505.640000 sec): 3 clusters
  Score: Raw -690487.921152 + Penalty 2956.289510 = -687531.631642
  nChanged 453
		SP:Iteration 5F (55505.830000 sec): 3 clusters
  Score: Raw -690731.452846 + Penalty 2956.289510 = -687775.163336
  nChanged 353
		SP:Iteration 6Q (55506.020000 sec): 3 clusters
  Score: Raw -690911.500321 + Penalty 2956.289510 = -687955.210811
  nChanged 300
		SP:Iteration 7Q (55506.210000 sec): 3 clusters
  Score: Raw -691050.574984 + Penalty 2956.289510 = -688094.285474
  nChanged 259
		SP:Iteration 8Q (55506.410000 sec): 3 clusters
  Score: Raw -691178.959964 + Penalty 2956.289510 = -688222.670454
  nChanged 234
		SP:Iteration 9Q (55506.600000 sec): 3 clusters
  Score: Raw -691294.166247 + Penalty 2956.289510 = -688337.876737
  nChanged 210
		SP:Iteration 10Q (55506.830000 sec): 3 clusters
  Score: Raw -691404.816944 + Penalty 2956.289510 = -688448.527434
  nChanged 191
		SP:Iteration 11Q (55507.020000 sec): 3 clusters
  Score: Raw -691500.931246 + Penalty 2956.289510 = -688544.641736
  nChanged 201
		SP:Iteration 12Q (55507.220000 sec): 3 clusters
  Score: Raw -691598.661886 + Penalty 2956.289510 = -688642.372376
  nChanged 182
		SP:Iteration 13Q (55507.460000 sec): 3 clusters
  Score: Raw -691669.854483 + Penalty 2956.289510 = -688713.564973
  nChanged 135
		SP:Iteration 14Q (55507.640000 sec): 3 clusters
  Score: Raw -691732.404137 + Penalty 2956.289510 = -688776.114626
  nChanged 143
		SP:Iteration 15Q (55507.840000 sec): 3 clusters
  Score: Raw -691790.226793 + Penalty 2956.289510 = -688833.937283
  nChanged 124
		SP:Iteration 16Q (55508.030000 sec): 3 clusters
  Score: Raw -691843.711187 + Penalty 2956.289510 = -688887.421677
  nChanged 118
		SP:Iteration 17Q (55508.220000 sec): 3 clusters
  Score: Raw -691893.453764 + Penalty 2956.289510 = -688937.164253
  nChanged 112
		SP:Iteration 18Q (55508.410000 sec): 3 clusters
  Score: Raw -691932.464903 + Penalty 2956.289510 = -688976.175393
  nChanged 97
		SP:Iteration 19Q (55508.650000 sec): 3 clusters
  Score: Raw -691959.932028 + Penalty 2956.289510 = -689003.642517
  nChanged 79
		SP:Iteration 20F (55508.840000 sec): 3 clusters
  Score: Raw -691980.530217 + Penalty 2956.289510 = -689024.240706
  nChanged 61
		SP:Iteration 21Q (55509.080000 sec): 3 clusters
  Score: Raw -691995.382981 + Penalty 2956.289510 = -689039.093471
  nChanged 59
		SP:Iteration 22Q (55509.270000 sec): 3 clusters
  Score: Raw -692009.612036 + Penalty 2956.289510 = -689053.322526
  nChanged 46
		SP:Iteration 23Q (55509.460000 sec): 3 clusters
  Score: Raw -692021.980906 + Penalty 2956.289510 = -689065.691396
  nChanged 60
		SP:Iteration 24Q (55509.640000 sec): 3 clusters
  Score: Raw -692034.632640 + Penalty 2956.289510 = -689078.343130
  nChanged 56
		SP:Iteration 25Q (55509.840000 sec): 3 clusters
  Score: Raw -692046.709653 + Penalty 2956.289510 = -689090.420143
  nChanged 37
		SP:Iteration 26Q (55510.030000 sec): 3 clusters
  Score: Raw -692052.936182 + Penalty 2956.289510 = -689096.646672
  nChanged 28
		SP:Iteration 27Q (55510.220000 sec): 3 clusters
  Score: Raw -692056.511808 + Penalty 2956.289510 = -689100.222298
  nChanged 18
		SP:Iteration 28Q (55510.460000 sec): 3 clusters
  Score: Raw -692059.381457 + Penalty 2956.289510 = -689103.091947
  nChanged 24
		SP:Iteration 29Q (55510.650000 sec): 3 clusters
  Score: Raw -692063.679330 + Penalty 2956.289510 = -689107.389820
  nChanged 24
		SP:Iteration 30Q (55510.840000 sec): 3 clusters
  Score: Raw -692068.270392 + Penalty 2956.289510 = -689111.980882
  nChanged 27
		SP:Iteration 31Q (55511.030000 sec): 3 clusters
  Score: Raw -692075.129259 + Penalty 2956.289510 = -689118.839749
  nChanged 36
		SP:Iteration 32Q (55511.220000 sec): 3 clusters
  Score: Raw -692083.807799 + Penalty 2956.289510 = -689127.518289
  nChanged 37
		SP:Iteration 33Q (55511.410000 sec): 3 clusters
  Score: Raw -692092.303064 + Penalty 2956.289510 = -689136.013554
  nChanged 35
		SP:Iteration 34Q (55511.590000 sec): 3 clusters
  Score: Raw -692097.815088 + Penalty 2956.289510 = -689141.525578
  nChanged 25
		SP:Iteration 35Q (55511.780000 sec): 3 clusters
  Score: Raw -692102.783124 + Penalty 2956.289510 = -689146.493614
  nChanged 22
		SP:Iteration 36Q (55511.970000 sec): 3 clusters
  Score: Raw -692108.222296 + Penalty 2956.289510 = -689151.932786
  nChanged 22
		SP:Iteration 37Q (55512.160000 sec): 3 clusters
  Score: Raw -692111.400432 + Penalty 2956.289510 = -689155.110922
  nChanged 19
		SP:Iteration 38Q (55512.350000 sec): 3 clusters
  Score: Raw -692114.527226 + Penalty 2956.289510 = -689158.237716
  nChanged 22
		SP:Iteration 39Q (55512.540000 sec): 3 clusters
  Score: Raw -692118.318965 + Penalty 2956.289510 = -689162.029455
  nChanged 21
		SP:Iteration 40F (55512.730000 sec): 3 clusters
  Score: Raw -692121.869647 + Penalty 2956.289510 = -689165.580136
  nChanged 22
		SP:Iteration 41Q (55512.920000 sec): 3 clusters
  Score: Raw -692125.594694 + Penalty 2956.289510 = -689169.305183
  nChanged 25
		SP:Iteration 42Q (55513.120000 sec): 3 clusters
  Score: Raw -692130.460298 + Penalty 2956.289510 = -689174.170788
  nChanged 25
		SP:Iteration 43Q (55513.300000 sec): 3 clusters
  Score: Raw -692134.373875 + Penalty 2956.289510 = -689178.084365
  nChanged 21
		SP:Iteration 44Q (55513.490000 sec): 3 clusters
  Score: Raw -692137.188681 + Penalty 2956.289510 = -689180.899171
  nChanged 11
		SP:Iteration 45Q (55513.690000 sec): 3 clusters
  Score: Raw -692138.530501 + Penalty 2956.289510 = -689182.240991
  nChanged 11
		SP:Iteration 46Q (55513.880000 sec): 3 clusters
  Score: Raw -692140.117871 + Penalty 2956.289510 = -689183.828361
  nChanged 12
		SP:Iteration 47Q (55514.060000 sec): 3 clusters
  Score: Raw -692142.193918 + Penalty 2956.289510 = -689185.904408
  nChanged 8
		SP:Iteration 48Q (55514.260000 sec): 3 clusters
  Score: Raw -692143.274518 + Penalty 2956.289510 = -689186.985008
  nChanged 6
		SP:Iteration 49Q (55514.440000 sec): 3 clusters
  Score: Raw -692143.970903 + Penalty 2956.289510 = -689187.681393
  nChanged 2
		SP:Iteration 50Q (55514.630000 sec): 3 clusters
  Score: Raw -692144.092968 + Penalty 2956.289510 = -689187.803458
  nChanged 2
		SP:Iteration 51Q (55514.830000 sec): 3 clusters
  Score: Raw -692144.248855 + Penalty 2956.289510 = -689187.959345
  nChanged 1
		SP:Iteration 52Q (55515.010000 sec): 3 clusters
  Score: Raw -692144.294423 + Penalty 2956.289510 = -689188.004913
  nChanged 0
		SP:Iteration 53F (55515.200000 sec): 3 clusters
  Score: Raw -692144.294423 + Penalty 2956.289510 = -689188.004913
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (2184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55515.300000 sec): 2 clusters
  Score: Raw -167885.105549 + Penalty 1249.448417 = -166635.657132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55515.480000 sec): 3 clusters
  Score: Raw -166968.876351 + Penalty 2498.896834 = -164469.979517
  nChanged 773
		SP:Iteration 1F (55515.650000 sec): 3 clusters
  Score: Raw -167544.531482 + Penalty 2498.896834 = -165045.634647
  nChanged 215
		SP:Iteration 2F (55515.830000 sec): 3 clusters
  Score: Raw -167775.030935 + Penalty 2498.896834 = -165276.134101
  nChanged 154
		SP:Iteration 3F (55516.000000 sec): 3 clusters
  Score: Raw -167924.058056 + Penalty 2498.896834 = -165425.161221
  nChanged 110
		SP:Iteration 4F (55516.100000 sec): 3 clusters
  Score: Raw -168010.021772 + Penalty 2498.896834 = -165511.124937
  nChanged 78
		SP:Iteration 5Q (55516.140000 sec): 3 clusters
  Score: Raw -168070.393874 + Penalty 2498.896834 = -165571.497040
  nChanged 53
		SP:Iteration 6Q (55516.190000 sec): 3 clusters
  Score: Raw -168114.262923 + Penalty 2498.896834 = -165615.366088
  nChanged 48
		SP:Iteration 7Q (55516.230000 sec): 3 clusters
  Score: Raw -168152.200986 + Penalty 2498.896834 = -165653.304152
  nChanged 29
		SP:Iteration 8Q (55516.280000 sec): 3 clusters
  Score: Raw -168170.915988 + Penalty 2498.896834 = -165672.019153
  nChanged 23
		SP:Iteration 9Q (55516.320000 sec): 3 clusters
  Score: Raw -168184.824039 + Penalty 2498.896834 = -165685.927205
  nChanged 18
		SP:Iteration 10Q (55516.360000 sec): 3 clusters
  Score: Raw -168194.224758 + Penalty 2498.896834 = -165695.327924
  nChanged 12
		SP:Iteration 11Q (55516.410000 sec): 3 clusters
  Score: Raw -168198.294679 + Penalty 2498.896834 = -165699.397844
  nChanged 6
		SP:Iteration 12Q (55516.450000 sec): 3 clusters
  Score: Raw -168199.788967 + Penalty 2498.896834 = -165700.892133
  nChanged 5
		SP:Iteration 13Q (55516.500000 sec): 3 clusters
  Score: Raw -168201.820959 + Penalty 2498.896834 = -165702.924124
  nChanged 5
		SP:Iteration 14Q (55516.540000 sec): 3 clusters
  Score: Raw -168204.698577 + Penalty 2498.896834 = -165705.801743
  nChanged 6
		SP:Iteration 15Q (55516.580000 sec): 3 clusters
  Score: Raw -168207.525830 + Penalty 2498.896834 = -165708.628995
  nChanged 6
		SP:Iteration 16Q (55516.630000 sec): 3 clusters
  Score: Raw -168210.251604 + Penalty 2498.896834 = -165711.354769
  nChanged 6
		SP:Iteration 17Q (55516.670000 sec): 3 clusters
  Score: Raw -168212.592887 + Penalty 2498.896834 = -165713.696052
  nChanged 5
		SP:Iteration 18Q (55516.720000 sec): 3 clusters
  Score: Raw -168216.378785 + Penalty 2498.896834 = -165717.481950
  nChanged 4
		SP:Iteration 19Q (55516.760000 sec): 3 clusters
  Score: Raw -168217.536344 + Penalty 2498.896834 = -165718.639509
  nChanged 5
		SP:Iteration 20F (55516.800000 sec): 3 clusters
  Score: Raw -168220.124625 + Penalty 2498.896834 = -165721.227791
  nChanged 6
		SP:Iteration 21Q (55516.850000 sec): 3 clusters
  Score: Raw -168223.438290 + Penalty 2498.896834 = -165724.541456
  nChanged 4
		SP:Iteration 22Q (55516.890000 sec): 3 clusters
  Score: Raw -168226.673048 + Penalty 2498.896834 = -165727.776213
  nChanged 9
		SP:Iteration 23Q (55516.940000 sec): 3 clusters
  Score: Raw -168229.575379 + Penalty 2498.896834 = -165730.678544
  nChanged 3
		SP:Iteration 24Q (55516.980000 sec): 3 clusters
  Score: Raw -168231.058643 + Penalty 2498.896834 = -165732.161808
  nChanged 4
		SP:Iteration 25Q (55517.020000 sec): 3 clusters
  Score: Raw -168232.265956 + Penalty 2498.896834 = -165733.369121
  nChanged 2
		SP:Iteration 26Q (55517.070000 sec): 3 clusters
  Score: Raw -168232.827327 + Penalty 2498.896834 = -165733.930493
  nChanged 4
		SP:Iteration 27Q (55517.110000 sec): 3 clusters
  Score: Raw -168233.684057 + Penalty 2498.896834 = -165734.787222
  nChanged 5
		SP:Iteration 28Q (55517.160000 sec): 3 clusters
  Score: Raw -168237.386015 + Penalty 2498.896834 = -165738.489180
  nChanged 4
		SP:Iteration 29Q (55517.200000 sec): 3 clusters
  Score: Raw -168240.129296 + Penalty 2498.896834 = -165741.232461
  nChanged 7
		SP:Iteration 30Q (55517.240000 sec): 3 clusters
  Score: Raw -168242.407138 + Penalty 2498.896834 = -165743.510304
  nChanged 5
		SP:Iteration 31Q (55517.290000 sec): 3 clusters
  Score: Raw -168244.402502 + Penalty 2498.896834 = -165745.505667
  nChanged 6
		SP:Iteration 32Q (55517.330000 sec): 3 clusters
  Score: Raw -168247.165300 + Penalty 2498.896834 = -165748.268465
  nChanged 9
		SP:Iteration 33Q (55517.370000 sec): 3 clusters
  Score: Raw -168250.838764 + Penalty 2498.896834 = -165751.941929
  nChanged 6
		SP:Iteration 34Q (55517.420000 sec): 3 clusters
  Score: Raw -168253.134386 + Penalty 2498.896834 = -165754.237552
  nChanged 5
		SP:Iteration 35Q (55517.460000 sec): 3 clusters
  Score: Raw -168255.680490 + Penalty 2498.896834 = -165756.783656
  nChanged 4
		SP:Iteration 36Q (55517.500000 sec): 3 clusters
  Score: Raw -168256.977918 + Penalty 2498.896834 = -165758.081083
  nChanged 2
		SP:Iteration 37Q (55517.550000 sec): 3 clusters
  Score: Raw -168258.127996 + Penalty 2498.896834 = -165759.231161
  nChanged 2
		SP:Iteration 38Q (55517.590000 sec): 3 clusters
  Score: Raw -168258.587939 + Penalty 2498.896834 = -165759.691105
  nChanged 1
		SP:Iteration 39Q (55517.640000 sec): 3 clusters
  Score: Raw -168258.982594 + Penalty 2498.896834 = -165760.085760
  nChanged 0
		SP:Iteration 40F (55517.680000 sec): 3 clusters
  Score: Raw -168258.982594 + Penalty 2498.896834 = -165760.085760
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (7987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55517.810000 sec): 2 clusters
  Score: Raw -686328.999922 + Penalty 1460.155206 = -684868.844716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55518.010000 sec): 3 clusters
  Score: Raw -681932.141188 + Penalty 2920.310412 = -679011.830776
  nChanged 3425
		SP:Iteration 1F (55518.200000 sec): 3 clusters
  Score: Raw -684081.641666 + Penalty 2920.310412 = -681161.331254
  nChanged 736
		SP:Iteration 2F (55518.400000 sec): 3 clusters
  Score: Raw -684646.316142 + Penalty 2920.310412 = -681726.005730
  nChanged 650
		SP:Iteration 3F (55518.600000 sec): 3 clusters
  Score: Raw -685215.097908 + Penalty 2920.310412 = -682294.787496
  nChanged 575
		SP:Iteration 4F (55518.800000 sec): 3 clusters
  Score: Raw -685661.206221 + Penalty 2920.310412 = -682740.895808
  nChanged 450
		SP:Iteration 5F (55518.990000 sec): 3 clusters
  Score: Raw -685964.623172 + Penalty 2920.310412 = -683044.312760
  nChanged 361
		SP:Iteration 6Q (55519.190000 sec): 3 clusters
  Score: Raw -686181.261801 + Penalty 2920.310412 = -683260.951389
  nChanged 300
		SP:Iteration 7Q (55519.390000 sec): 3 clusters
  Score: Raw -686343.185898 + Penalty 2920.310412 = -683422.875486
  nChanged 252
		SP:Iteration 8Q (55519.580000 sec): 3 clusters
  Score: Raw -686478.816889 + Penalty 2920.310412 = -683558.506477
  nChanged 220
		SP:Iteration 9Q (55519.780000 sec): 3 clusters
  Score: Raw -686600.636358 + Penalty 2920.310412 = -683680.325946
  nChanged 220
		SP:Iteration 10Q (55519.980000 sec): 3 clusters
  Score: Raw -686710.343114 + Penalty 2920.310412 = -683790.032702
  nChanged 196
		SP:Iteration 11Q (55520.220000 sec): 3 clusters
  Score: Raw -686805.526109 + Penalty 2920.310412 = -683885.215697
  nChanged 172
		SP:Iteration 12Q (55520.410000 sec): 3 clusters
  Score: Raw -686889.076276 + Penalty 2920.310412 = -683968.765864
  nChanged 135
		SP:Iteration 13Q (55520.610000 sec): 3 clusters
  Score: Raw -686951.322728 + Penalty 2920.310412 = -684031.012316
  nChanged 135
		SP:Iteration 14Q (55520.810000 sec): 3 clusters
  Score: Raw -687006.465789 + Penalty 2920.310412 = -684086.155377
  nChanged 107
		SP:Iteration 15Q (55521.000000 sec): 3 clusters
  Score: Raw -687044.890737 + Penalty 2920.310412 = -684124.580325
  nChanged 95
		SP:Iteration 16Q (55521.200000 sec): 3 clusters
  Score: Raw -687080.337685 + Penalty 2920.310412 = -684160.027273
  nChanged 84
		SP:Iteration 17Q (55521.440000 sec): 3 clusters
  Score: Raw -687112.091253 + Penalty 2920.310412 = -684191.780841
  nChanged 87
		SP:Iteration 18Q (55521.640000 sec): 3 clusters
  Score: Raw -687147.336138 + Penalty 2920.310412 = -684227.025725
  nChanged 81
		SP:Iteration 19Q (55521.840000 sec): 3 clusters
  Score: Raw -687172.410038 + Penalty 2920.310412 = -684252.099626
  nChanged 66
		SP:Iteration 20F (55522.030000 sec): 3 clusters
  Score: Raw -687190.595422 + Penalty 2920.310412 = -684270.285010
  nChanged 44
		SP:Iteration 21Q (55522.230000 sec): 3 clusters
  Score: Raw -687199.742830 + Penalty 2920.310412 = -684279.432418
  nChanged 34
		SP:Iteration 22Q (55522.420000 sec): 3 clusters
  Score: Raw -687206.610977 + Penalty 2920.310412 = -684286.300565
  nChanged 26
		SP:Iteration 23Q (55522.700000 sec): 3 clusters
  Score: Raw -687211.118930 + Penalty 2920.310412 = -684290.808518
  nChanged 28
		SP:Iteration 24Q (55522.860000 sec): 3 clusters
  Score: Raw -687216.741505 + Penalty 2920.310412 = -684296.431092
  nChanged 27
		SP:Iteration 25Q (55523.060000 sec): 3 clusters
  Score: Raw -687224.379910 + Penalty 2920.310412 = -684304.069498
  nChanged 24
		SP:Iteration 26Q (55523.180000 sec): 3 clusters
  Score: Raw -687229.528332 + Penalty 2920.310412 = -684309.217920
  nChanged 19
		SP:Iteration 27Q (55523.380000 sec): 3 clusters
  Score: Raw -687232.649153 + Penalty 2920.310412 = -684312.338741
  nChanged 11
		SP:Iteration 28Q (55523.580000 sec): 3 clusters
  Score: Raw -687234.228825 + Penalty 2920.310412 = -684313.918413
  nChanged 10
		SP:Iteration 29Q (55523.770000 sec): 3 clusters
  Score: Raw -687235.742037 + Penalty 2920.310412 = -684315.431625
  nChanged 10
		SP:Iteration 30Q (55523.970000 sec): 3 clusters
  Score: Raw -687237.742709 + Penalty 2920.310412 = -684317.432297
  nChanged 6
		SP:Iteration 31Q (55524.160000 sec): 3 clusters
  Score: Raw -687238.416617 + Penalty 2920.310412 = -684318.106204
  nChanged 2
		SP:Iteration 32Q (55524.360000 sec): 3 clusters
  Score: Raw -687238.567387 + Penalty 2920.310412 = -684318.256975
  nChanged 2
		SP:Iteration 33Q (55524.530000 sec): 3 clusters
  Score: Raw -687238.820829 + Penalty 2920.310412 = -684318.510417
  nChanged 2
		SP:Iteration 34Q (55524.650000 sec): 3 clusters
  Score: Raw -687239.043526 + Penalty 2920.310412 = -684318.733114
  nChanged 4
		SP:Iteration 35Q (55524.820000 sec): 3 clusters
  Score: Raw -687239.597214 + Penalty 2920.310412 = -684319.286802
  nChanged 7
		SP:Iteration 36Q (55525.020000 sec): 3 clusters
  Score: Raw -687240.128629 + Penalty 2920.310412 = -684319.818217
  nChanged 4
		SP:Iteration 37Q (55525.220000 sec): 3 clusters
  Score: Raw -687240.358472 + Penalty 2920.310412 = -684320.048060
  nChanged 1
		SP:Iteration 38Q (55525.420000 sec): 3 clusters
  Score: Raw -687240.582472 + Penalty 2920.310412 = -684320.272059
  nChanged 1
		SP:Iteration 39Q (55525.620000 sec): 3 clusters
  Score: Raw -687240.681030 + Penalty 2920.310412 = -684320.370618
  nChanged 1
		SP:Iteration 40F (55525.810000 sec): 3 clusters
  Score: Raw -687240.838305 + Penalty 2920.310412 = -684320.527892
  nChanged 1
		SP:Iteration 41Q (55526.010000 sec): 3 clusters
  Score: Raw -687241.044746 + Penalty 2920.310412 = -684320.734334
  nChanged 2
		SP:Iteration 42Q (55526.210000 sec): 3 clusters
  Score: Raw -687241.313522 + Penalty 2920.310412 = -684321.003110
  nChanged 2
		SP:Iteration 43Q (55526.400000 sec): 3 clusters
  Score: Raw -687241.706442 + Penalty 2920.310412 = -684321.396030
  nChanged 3
		SP:Iteration 44Q (55526.600000 sec): 3 clusters
  Score: Raw -687242.279787 + Penalty 2920.310412 = -684321.969375
  nChanged 3
		SP:Iteration 45Q (55526.800000 sec): 3 clusters
  Score: Raw -687242.659822 + Penalty 2920.310412 = -684322.349410
  nChanged 5
		SP:Iteration 46Q (55526.990000 sec): 3 clusters
  Score: Raw -687243.350840 + Penalty 2920.310412 = -684323.040428
  nChanged 5
		SP:Iteration 47Q (55527.190000 sec): 3 clusters
  Score: Raw -687243.829680 + Penalty 2920.310412 = -684323.519268
  nChanged 3
		SP:Iteration 48Q (55527.390000 sec): 3 clusters
  Score: Raw -687244.099433 + Penalty 2920.310412 = -684323.789021
  nChanged 7
		SP:Iteration 49Q (55527.580000 sec): 3 clusters
  Score: Raw -687245.591525 + Penalty 2920.310412 = -684325.281113
  nChanged 9
		SP:Iteration 50Q (55527.780000 sec): 3 clusters
  Score: Raw -687246.472625 + Penalty 2920.310412 = -684326.162213
  nChanged 7
		SP:Iteration 51Q (55527.980000 sec): 3 clusters
  Score: Raw -687247.368909 + Penalty 2920.310412 = -684327.058497
  nChanged 7
		SP:Iteration 52Q (55528.180000 sec): 3 clusters
  Score: Raw -687248.130695 + Penalty 2920.310412 = -684327.820283
  nChanged 2
		SP:Iteration 53Q (55528.370000 sec): 3 clusters
  Score: Raw -687248.211168 + Penalty 2920.310412 = -684327.900756
  nChanged 1
		SP:Iteration 54Q (55528.570000 sec): 3 clusters
  Score: Raw -687248.284698 + Penalty 2920.310412 = -684327.974286
  nChanged 2
		SP:Iteration 55Q (55528.770000 sec): 3 clusters
  Score: Raw -687248.356074 + Penalty 2920.310412 = -684328.045662
  nChanged 3
		SP:Iteration 56Q (55528.960000 sec): 3 clusters
  Score: Raw -687248.499833 + Penalty 2920.310412 = -684328.189421
  nChanged 1
		SP:Iteration 57Q (55529.160000 sec): 3 clusters
  Score: Raw -687248.662626 + Penalty 2920.310412 = -684328.352213
  nChanged 3
		SP:Iteration 58Q (55529.360000 sec): 3 clusters
  Score: Raw -687249.110031 + Penalty 2920.310412 = -684328.799619
  nChanged 4
		SP:Iteration 59Q (55529.550000 sec): 3 clusters
  Score: Raw -687249.624087 + Penalty 2920.310412 = -684329.313675
  nChanged 7
		SP:Iteration 60F (55529.750000 sec): 3 clusters
  Score: Raw -687251.061945 + Penalty 2920.310412 = -684330.751533
  nChanged 12
		SP:Iteration 61Q (55529.950000 sec): 3 clusters
  Score: Raw -687252.767292 + Penalty 2920.310412 = -684332.456880
  nChanged 6
		SP:Iteration 62Q (55530.140000 sec): 3 clusters
  Score: Raw -687253.641523 + Penalty 2920.310412 = -684333.331111
  nChanged 3
		SP:Iteration 63Q (55530.340000 sec): 3 clusters
  Score: Raw -687254.118271 + Penalty 2920.310412 = -684333.807859
  nChanged 5
		SP:Iteration 64Q (55530.540000 sec): 3 clusters
  Score: Raw -687254.543366 + Penalty 2920.310412 = -684334.232954
  nChanged 1
		SP:Iteration 65Q (55530.730000 sec): 3 clusters
  Score: Raw -687254.683543 + Penalty 2920.310412 = -684334.373130
  nChanged 0
		SP:Iteration 66F (55530.930000 sec): 3 clusters
  Score: Raw -687254.683543 + Penalty 2920.310412 = -684334.373130
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 72 (2780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55531.040000 sec): 2 clusters
  Score: Raw -237567.549334 + Penalty 1288.658509 = -236278.890826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55531.120000 sec): 3 clusters
  Score: Raw -236293.291093 + Penalty 2577.317017 = -233715.974076
  nChanged 1042
		SP:Iteration 1F (55531.170000 sec): 3 clusters
  Score: Raw -236971.847568 + Penalty 2577.317017 = -234394.530551
  nChanged 249
		SP:Iteration 2F (55531.220000 sec): 3 clusters
  Score: Raw -237155.433032 + Penalty 2577.317017 = -234578.116015
  nChanged 165
		SP:Iteration 3F (55531.280000 sec): 3 clusters
  Score: Raw -237269.208644 + Penalty 2577.317017 = -234691.891626
  nChanged 112
		SP:Iteration 4Q (55531.330000 sec): 3 clusters
  Score: Raw -237340.036886 + Penalty 2577.317017 = -234762.719869
  nChanged 85
		SP:Iteration 5Q (55531.380000 sec): 3 clusters
  Score: Raw -237396.008119 + Penalty 2577.317017 = -234818.691102
  nChanged 85
		SP:Iteration 6Q (55531.440000 sec): 3 clusters
  Score: Raw -237465.112786 + Penalty 2577.317017 = -234887.795769
  nChanged 88
		SP:Iteration 7Q (55531.490000 sec): 3 clusters
  Score: Raw -237539.062445 + Penalty 2577.317017 = -234961.745428
  nChanged 73
		SP:Iteration 8Q (55531.540000 sec): 3 clusters
  Score: Raw -237596.733936 + Penalty 2577.317017 = -235019.416919
  nChanged 67
		SP:Iteration 9Q (55531.600000 sec): 3 clusters
  Score: Raw -237637.335650 + Penalty 2577.317017 = -235060.018633
  nChanged 63
		SP:Iteration 10Q (55531.650000 sec): 3 clusters
  Score: Raw -237683.596394 + Penalty 2577.317017 = -235106.279377
  nChanged 62
		SP:Iteration 11Q (55531.700000 sec): 3 clusters
  Score: Raw -237734.076962 + Penalty 2577.317017 = -235156.759945
  nChanged 65
		SP:Iteration 12Q (55531.760000 sec): 3 clusters
  Score: Raw -237780.048319 + Penalty 2577.317017 = -235202.731302
  nChanged 54
		SP:Iteration 13Q (55531.810000 sec): 3 clusters
  Score: Raw -237817.422803 + Penalty 2577.317017 = -235240.105785
  nChanged 50
		SP:Iteration 14Q (55531.860000 sec): 3 clusters
  Score: Raw -237846.181959 + Penalty 2577.317017 = -235268.864942
  nChanged 45
		SP:Iteration 15Q (55531.920000 sec): 3 clusters
  Score: Raw -237874.773702 + Penalty 2577.317017 = -235297.456685
  nChanged 46
		SP:Iteration 16Q (55531.970000 sec): 3 clusters
  Score: Raw -237900.781700 + Penalty 2577.317017 = -235323.464683
  nChanged 41
		SP:Iteration 17Q (55532.020000 sec): 3 clusters
  Score: Raw -237923.304474 + Penalty 2577.317017 = -235345.987457
  nChanged 30
		SP:Iteration 18Q (55532.070000 sec): 3 clusters
  Score: Raw -237941.890585 + Penalty 2577.317017 = -235364.573568
  nChanged 28
		SP:Iteration 19Q (55532.120000 sec): 3 clusters
  Score: Raw -237956.188655 + Penalty 2577.317017 = -235378.871637
  nChanged 14
		SP:Iteration 20F (55532.180000 sec): 3 clusters
  Score: Raw -237962.589966 + Penalty 2577.317017 = -235385.272949
  nChanged 16
		SP:Iteration 21Q (55532.230000 sec): 3 clusters
  Score: Raw -237971.122434 + Penalty 2577.317017 = -235393.805417
  nChanged 19
		SP:Iteration 22Q (55532.280000 sec): 3 clusters
  Score: Raw -237981.407644 + Penalty 2577.317017 = -235404.090627
  nChanged 18
		SP:Iteration 23Q (55532.340000 sec): 3 clusters
  Score: Raw -237993.534020 + Penalty 2577.317017 = -235416.217003
  nChanged 20
		SP:Iteration 24Q (55532.390000 sec): 3 clusters
  Score: Raw -238006.022869 + Penalty 2577.317017 = -235428.705852
  nChanged 21
		SP:Iteration 25Q (55532.440000 sec): 3 clusters
  Score: Raw -238017.564934 + Penalty 2577.317017 = -235440.247917
  nChanged 13
		SP:Iteration 26Q (55532.500000 sec): 3 clusters
  Score: Raw -238021.558417 + Penalty 2577.317017 = -235444.241400
  nChanged 8
		SP:Iteration 27Q (55532.550000 sec): 3 clusters
  Score: Raw -238024.445286 + Penalty 2577.317017 = -235447.128268
  nChanged 7
		SP:Iteration 28Q (55532.600000 sec): 3 clusters
  Score: Raw -238027.416500 + Penalty 2577.317017 = -235450.099483
  nChanged 1
		SP:Iteration 29Q (55532.650000 sec): 3 clusters
  Score: Raw -238027.791219 + Penalty 2577.317017 = -235450.474202
  nChanged 0
		SP:Iteration 30F (55532.700000 sec): 3 clusters
  Score: Raw -238027.791219 + Penalty 2577.317017 = -235450.474202
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 73 (4910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55532.840000 sec): 2 clusters
  Score: Raw -377985.323881 + Penalty 1381.092248 = -376604.231632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55533.030000 sec): 3 clusters
  Score: Raw -375475.072478 + Penalty 2762.184497 = -372712.887981
  nChanged 1996
		SP:Iteration 1F (55533.180000 sec): 3 clusters
  Score: Raw -376788.920005 + Penalty 2762.184497 = -374026.735508
  nChanged 476
		SP:Iteration 2F (55533.350000 sec): 3 clusters
  Score: Raw -377274.874376 + Penalty 2762.184497 = -374512.689879
  nChanged 417
		SP:Iteration 3F (55533.530000 sec): 3 clusters
  Score: Raw -377675.142137 + Penalty 2762.184497 = -374912.957640
  nChanged 317
		SP:Iteration 4F (55533.700000 sec): 3 clusters
  Score: Raw -377891.742480 + Penalty 2762.184497 = -375129.557983
  nChanged 234
		SP:Iteration 5Q (55533.880000 sec): 3 clusters
  Score: Raw -378040.842248 + Penalty 2762.184497 = -375278.657751
  nChanged 149
		SP:Iteration 6Q (55534.060000 sec): 3 clusters
  Score: Raw -378115.609737 + Penalty 2762.184497 = -375353.425240
  nChanged 96
		SP:Iteration 7Q (55534.260000 sec): 3 clusters
  Score: Raw -378152.053713 + Penalty 2762.184497 = -375389.869216
  nChanged 64
		SP:Iteration 8Q (55534.450000 sec): 3 clusters
  Score: Raw -378174.519722 + Penalty 2762.184497 = -375412.335226
  nChanged 59
		SP:Iteration 9Q (55534.620000 sec): 3 clusters
  Score: Raw -378196.551652 + Penalty 2762.184497 = -375434.367156
  nChanged 43
		SP:Iteration 10Q (55534.800000 sec): 3 clusters
  Score: Raw -378212.665899 + Penalty 2762.184497 = -375450.481402
  nChanged 51
		SP:Iteration 11Q (55534.980000 sec): 3 clusters
  Score: Raw -378235.390312 + Penalty 2762.184497 = -375473.205815
  nChanged 52
		SP:Iteration 12Q (55535.150000 sec): 3 clusters
  Score: Raw -378256.635858 + Penalty 2762.184497 = -375494.451362
  nChanged 52
		SP:Iteration 13Q (55535.330000 sec): 3 clusters
  Score: Raw -378273.269874 + Penalty 2762.184497 = -375511.085377
  nChanged 32
		SP:Iteration 14Q (55535.500000 sec): 3 clusters
  Score: Raw -378285.249327 + Penalty 2762.184497 = -375523.064831
  nChanged 28
		SP:Iteration 15Q (55535.680000 sec): 3 clusters
  Score: Raw -378295.412737 + Penalty 2762.184497 = -375533.228240
  nChanged 33
		SP:Iteration 16Q (55535.860000 sec): 3 clusters
  Score: Raw -378306.644739 + Penalty 2762.184497 = -375544.460242
  nChanged 34
		SP:Iteration 17Q (55536.030000 sec): 3 clusters
  Score: Raw -378316.735335 + Penalty 2762.184497 = -375554.550839
  nChanged 31
		SP:Iteration 18Q (55536.200000 sec): 3 clusters
  Score: Raw -378324.837238 + Penalty 2762.184497 = -375562.652741
  nChanged 23
		SP:Iteration 19Q (55536.380000 sec): 3 clusters
  Score: Raw -378331.309440 + Penalty 2762.184497 = -375569.124943
  nChanged 18
		SP:Iteration 20F (55536.600000 sec): 3 clusters
  Score: Raw -378335.624151 + Penalty 2762.184497 = -375573.439654
  nChanged 17
		SP:Iteration 21Q (55536.790000 sec): 3 clusters
  Score: Raw -378340.386121 + Penalty 2762.184497 = -375578.201625
  nChanged 13
		SP:Iteration 22Q (55536.960000 sec): 3 clusters
  Score: Raw -378343.203510 + Penalty 2762.184497 = -375581.019013
  nChanged 12
		SP:Iteration 23Q (55537.110000 sec): 3 clusters
  Score: Raw -378345.361586 + Penalty 2762.184497 = -375583.177089
  nChanged 7
		SP:Iteration 24Q (55537.280000 sec): 3 clusters
  Score: Raw -378346.742728 + Penalty 2762.184497 = -375584.558232
  nChanged 6
		SP:Iteration 25Q (55537.460000 sec): 3 clusters
  Score: Raw -378348.050643 + Penalty 2762.184497 = -375585.866146
  nChanged 5
		SP:Iteration 26Q (55537.640000 sec): 3 clusters
  Score: Raw -378348.628726 + Penalty 2762.184497 = -375586.444230
  nChanged 3
		SP:Iteration 27Q (55537.810000 sec): 3 clusters
  Score: Raw -378349.285147 + Penalty 2762.184497 = -375587.100650
  nChanged 2
		SP:Iteration 28Q (55537.980000 sec): 3 clusters
  Score: Raw -378349.445798 + Penalty 2762.184497 = -375587.261301
  nChanged 0
		SP:Iteration 29F (55538.160000 sec): 3 clusters
  Score: Raw -378349.445798 + Penalty 2762.184497 = -375587.261301
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 74 (7479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55538.280000 sec): 2 clusters
  Score: Raw -720054.234366 + Penalty 1449.476335 = -718604.758030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55538.480000 sec): 3 clusters
  Score: Raw -716008.185107 + Penalty 2898.952671 = -713109.232436
  nChanged 3106
		SP:Iteration 1F (55538.680000 sec): 3 clusters
  Score: Raw -717935.061567 + Penalty 2898.952671 = -715036.108896
  nChanged 686
		SP:Iteration 2F (55538.840000 sec): 3 clusters
  Score: Raw -718549.957426 + Penalty 2898.952671 = -715651.004755
  nChanged 653
		SP:Iteration 3F (55538.960000 sec): 3 clusters
  Score: Raw -719161.407854 + Penalty 2898.952671 = -716262.455183
  nChanged 553
		SP:Iteration 4F (55539.070000 sec): 3 clusters
  Score: Raw -719589.241376 + Penalty 2898.952671 = -716690.288705
  nChanged 391
		SP:Iteration 5F (55539.190000 sec): 3 clusters
  Score: Raw -719827.868976 + Penalty 2898.952671 = -716928.916305
  nChanged 267
		SP:Iteration 6Q (55539.300000 sec): 3 clusters
  Score: Raw -719965.924033 + Penalty 2898.952671 = -717066.971362
  nChanged 191
		SP:Iteration 7Q (55539.420000 sec): 3 clusters
  Score: Raw -720049.261489 + Penalty 2898.952671 = -717150.308818
  nChanged 159
		SP:Iteration 8Q (55539.540000 sec): 3 clusters
  Score: Raw -720109.116384 + Penalty 2898.952671 = -717210.163713
  nChanged 114
		SP:Iteration 9Q (55539.740000 sec): 3 clusters
  Score: Raw -720150.287746 + Penalty 2898.952671 = -717251.335075
  nChanged 88
		SP:Iteration 10Q (55539.940000 sec): 3 clusters
  Score: Raw -720178.033478 + Penalty 2898.952671 = -717279.080807
  nChanged 54
		SP:Iteration 11Q (55540.150000 sec): 3 clusters
  Score: Raw -720192.606303 + Penalty 2898.952671 = -717293.653632
  nChanged 34
		SP:Iteration 12Q (55540.350000 sec): 3 clusters
  Score: Raw -720202.182519 + Penalty 2898.952671 = -717303.229848
  nChanged 32
		SP:Iteration 13Q (55540.550000 sec): 3 clusters
  Score: Raw -720208.337261 + Penalty 2898.952671 = -717309.384590
  nChanged 18
		SP:Iteration 14Q (55540.750000 sec): 3 clusters
  Score: Raw -720212.715509 + Penalty 2898.952671 = -717313.762838
  nChanged 9
		SP:Iteration 15Q (55540.960000 sec): 3 clusters
  Score: Raw -720214.327933 + Penalty 2898.952671 = -717315.375262
  nChanged 9
		SP:Iteration 16Q (55541.160000 sec): 3 clusters
  Score: Raw -720215.924442 + Penalty 2898.952671 = -717316.971771
  nChanged 9
		SP:Iteration 17Q (55541.360000 sec): 3 clusters
  Score: Raw -720217.701847 + Penalty 2898.952671 = -717318.749176
  nChanged 7
		SP:Iteration 18Q (55541.560000 sec): 3 clusters
  Score: Raw -720218.676192 + Penalty 2898.952671 = -717319.723521
  nChanged 4
		SP:Iteration 19Q (55541.760000 sec): 3 clusters
  Score: Raw -720219.090916 + Penalty 2898.952671 = -717320.138245
  nChanged 1
		SP:Iteration 20F (55541.960000 sec): 3 clusters
  Score: Raw -720219.149914 + Penalty 2898.952671 = -717320.197243
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 75 (3221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55542.040000 sec): 2 clusters
  Score: Raw -266589.151801 + Penalty 1312.585162 = -265276.566639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55542.220000 sec): 3 clusters
  Score: Raw -265025.870340 + Penalty 2625.170324 = -262400.700016
  nChanged 1248
		SP:Iteration 1F (55542.390000 sec): 3 clusters
  Score: Raw -265868.959865 + Penalty 2625.170324 = -263243.789541
  nChanged 267
		SP:Iteration 2F (55542.570000 sec): 3 clusters
  Score: Raw -266068.469079 + Penalty 2625.170324 = -263443.298756
  nChanged 214
		SP:Iteration 3F (55542.740000 sec): 3 clusters
  Score: Raw -266237.705119 + Penalty 2625.170324 = -263612.534795
  nChanged 164
		SP:Iteration 4F (55542.920000 sec): 3 clusters
  Score: Raw -266364.379860 + Penalty 2625.170324 = -263739.209536
  nChanged 160
		SP:Iteration 5Q (55543.100000 sec): 3 clusters
  Score: Raw -266482.225380 + Penalty 2625.170324 = -263857.055056
  nChanged 130
		SP:Iteration 6Q (55543.270000 sec): 3 clusters
  Score: Raw -266582.720384 + Penalty 2625.170324 = -263957.550061
  nChanged 110
		SP:Iteration 7Q (55543.450000 sec): 3 clusters
  Score: Raw -266668.757662 + Penalty 2625.170324 = -264043.587339
  nChanged 97
		SP:Iteration 8Q (55543.620000 sec): 3 clusters
  Score: Raw -266747.410888 + Penalty 2625.170324 = -264122.240565
  nChanged 92
		SP:Iteration 9Q (55543.800000 sec): 3 clusters
  Score: Raw -266810.418386 + Penalty 2625.170324 = -264185.248062
  nChanged 76
		SP:Iteration 10Q (55543.980000 sec): 3 clusters
  Score: Raw -266859.057676 + Penalty 2625.170324 = -264233.887353
  nChanged 56
		SP:Iteration 11Q (55544.150000 sec): 3 clusters
  Score: Raw -266891.101937 + Penalty 2625.170324 = -264265.931613
  nChanged 33
		SP:Iteration 12Q (55544.330000 sec): 3 clusters
  Score: Raw -266908.154813 + Penalty 2625.170324 = -264282.984490
  nChanged 33
		SP:Iteration 13Q (55544.510000 sec): 3 clusters
  Score: Raw -266924.293612 + Penalty 2625.170324 = -264299.123289
  nChanged 22
		SP:Iteration 14Q (55544.680000 sec): 3 clusters
  Score: Raw -266935.695866 + Penalty 2625.170324 = -264310.525543
  nChanged 17
		SP:Iteration 15Q (55544.860000 sec): 3 clusters
  Score: Raw -266942.386574 + Penalty 2625.170324 = -264317.216251
  nChanged 18
		SP:Iteration 16Q (55545.030000 sec): 3 clusters
  Score: Raw -266950.468020 + Penalty 2625.170324 = -264325.297697
  nChanged 17
		SP:Iteration 17Q (55545.210000 sec): 3 clusters
  Score: Raw -266960.296978 + Penalty 2625.170324 = -264335.126655
  nChanged 21
		SP:Iteration 18Q (55545.390000 sec): 3 clusters
  Score: Raw -266971.766733 + Penalty 2625.170324 = -264346.596409
  nChanged 12
		SP:Iteration 19Q (55545.560000 sec): 3 clusters
  Score: Raw -266977.110759 + Penalty 2625.170324 = -264351.940436
  nChanged 12
		SP:Iteration 20F (55545.740000 sec): 3 clusters
  Score: Raw -266981.742448 + Penalty 2625.170324 = -264356.572125
  nChanged 4
		SP:Iteration 21Q (55545.870000 sec): 3 clusters
  Score: Raw -266984.762839 + Penalty 2625.170324 = -264359.592516
  nChanged 7
		SP:Iteration 22Q (55546.050000 sec): 3 clusters
  Score: Raw -266988.659676 + Penalty 2625.170324 = -264363.489353
  nChanged 6
		SP:Iteration 23Q (55546.220000 sec): 3 clusters
  Score: Raw -266992.979652 + Penalty 2625.170324 = -264367.809328
  nChanged 9
		SP:Iteration 24Q (55546.390000 sec): 3 clusters
  Score: Raw -266998.254524 + Penalty 2625.170324 = -264373.084200
  nChanged 13
		SP:Iteration 25Q (55546.570000 sec): 3 clusters
  Score: Raw -267004.506998 + Penalty 2625.170324 = -264379.336674
  nChanged 11
		SP:Iteration 26Q (55546.750000 sec): 3 clusters
  Score: Raw -267010.685190 + Penalty 2625.170324 = -264385.514867
  nChanged 8
		SP:Iteration 27Q (55546.920000 sec): 3 clusters
  Score: Raw -267018.120289 + Penalty 2625.170324 = -264392.949965
  nChanged 16
		SP:Iteration 28Q (55547.070000 sec): 3 clusters
  Score: Raw -267030.957456 + Penalty 2625.170324 = -264405.787132
  nChanged 16
		SP:Iteration 29Q (55547.130000 sec): 3 clusters
  Score: Raw -267039.700925 + Penalty 2625.170324 = -264414.530601
  nChanged 13
		SP:Iteration 30Q (55547.190000 sec): 3 clusters
  Score: Raw -267046.304773 + Penalty 2625.170324 = -264421.134449
  nChanged 14
		SP:Iteration 31Q (55547.250000 sec): 3 clusters
  Score: Raw -267053.761121 + Penalty 2625.170324 = -264428.590797
  nChanged 10
		SP:Iteration 32Q (55547.320000 sec): 3 clusters
  Score: Raw -267058.977580 + Penalty 2625.170324 = -264433.807257
  nChanged 5
		SP:Iteration 33Q (55547.380000 sec): 3 clusters
  Score: Raw -267060.528720 + Penalty 2625.170324 = -264435.358397
  nChanged 2
		SP:Iteration 34Q (55547.550000 sec): 3 clusters
  Score: Raw -267061.328825 + Penalty 2625.170324 = -264436.158501
  nChanged 3
		SP:Iteration 35Q (55547.720000 sec): 3 clusters
  Score: Raw -267062.293162 + Penalty 2625.170324 = -264437.122838
  nChanged 4
		SP:Iteration 36Q (55547.900000 sec): 3 clusters
  Score: Raw -267064.112791 + Penalty 2625.170324 = -264438.942467
  nChanged 4
		SP:Iteration 37Q (55548.070000 sec): 3 clusters
  Score: Raw -267064.907008 + Penalty 2625.170324 = -264439.736684
  nChanged 0
		SP:Iteration 38F (55548.250000 sec): 3 clusters
  Score: Raw -267064.907008 + Penalty 2625.170324 = -264439.736684
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 76 (2060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55548.330000 sec): 2 clusters
  Score: Raw -173077.437728 + Penalty 1239.949955 = -171837.487773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55548.500000 sec): 3 clusters
  Score: Raw -172197.063334 + Penalty 2479.899910 = -169717.163424
  nChanged 763
		SP:Iteration 1F (55548.680000 sec): 3 clusters
  Score: Raw -172839.473446 + Penalty 2479.899910 = -170359.573535
  nChanged 232
		SP:Iteration 2F (55548.850000 sec): 3 clusters
  Score: Raw -173083.527241 + Penalty 2479.899910 = -170603.627331
  nChanged 137
		SP:Iteration 3F (55549.030000 sec): 3 clusters
  Score: Raw -173228.545253 + Penalty 2479.899910 = -170748.645343
  nChanged 87
		SP:Iteration 4Q (55549.210000 sec): 3 clusters
  Score: Raw -173316.909500 + Penalty 2479.899910 = -170837.009589
  nChanged 73
		SP:Iteration 5Q (55549.380000 sec): 3 clusters
  Score: Raw -173386.202456 + Penalty 2479.899910 = -170906.302546
  nChanged 50
		SP:Iteration 6Q (55549.560000 sec): 3 clusters
  Score: Raw -173434.955410 + Penalty 2479.899910 = -170955.055500
  nChanged 36
		SP:Iteration 7Q (55549.730000 sec): 3 clusters
  Score: Raw -173461.540753 + Penalty 2479.899910 = -170981.640843
  nChanged 26
		SP:Iteration 8Q (55549.910000 sec): 3 clusters
  Score: Raw -173483.860744 + Penalty 2479.899910 = -171003.960834
  nChanged 32
		SP:Iteration 9Q (55550.080000 sec): 3 clusters
  Score: Raw -173510.123576 + Penalty 2479.899910 = -171030.223666
  nChanged 19
		SP:Iteration 10Q (55550.260000 sec): 3 clusters
  Score: Raw -173522.335523 + Penalty 2479.899910 = -171042.435613
  nChanged 16
		SP:Iteration 11Q (55550.430000 sec): 3 clusters
  Score: Raw -173532.030665 + Penalty 2479.899910 = -171052.130754
  nChanged 17
		SP:Iteration 12Q (55550.610000 sec): 3 clusters
  Score: Raw -173541.182530 + Penalty 2479.899910 = -171061.282620
  nChanged 11
		SP:Iteration 13Q (55550.790000 sec): 3 clusters
  Score: Raw -173546.594390 + Penalty 2479.899910 = -171066.694480
  nChanged 9
		SP:Iteration 14Q (55550.960000 sec): 3 clusters
  Score: Raw -173551.559148 + Penalty 2479.899910 = -171071.659238
  nChanged 8
		SP:Iteration 15Q (55551.140000 sec): 3 clusters
  Score: Raw -173558.354918 + Penalty 2479.899910 = -171078.455008
  nChanged 7
		SP:Iteration 16Q (55551.310000 sec): 3 clusters
  Score: Raw -173562.767104 + Penalty 2479.899910 = -171082.867194
  nChanged 8
		SP:Iteration 17Q (55551.490000 sec): 3 clusters
  Score: Raw -173566.939872 + Penalty 2479.899910 = -171087.039962
  nChanged 6
		SP:Iteration 18Q (55551.670000 sec): 3 clusters
  Score: Raw -173570.536711 + Penalty 2479.899910 = -171090.636801
  nChanged 6
		SP:Iteration 19Q (55551.840000 sec): 3 clusters
  Score: Raw -173575.692783 + Penalty 2479.899910 = -171095.792873
  nChanged 5
		SP:Iteration 20F (55552.020000 sec): 3 clusters
  Score: Raw -173579.781714 + Penalty 2479.899910 = -171099.881804
  nChanged 6
		SP:Iteration 21Q (55552.190000 sec): 3 clusters
  Score: Raw -173583.219297 + Penalty 2479.899910 = -171103.319387
  nChanged 3
		SP:Iteration 22Q (55552.370000 sec): 3 clusters
  Score: Raw -173584.523397 + Penalty 2479.899910 = -171104.623487
  nChanged 2
		SP:Iteration 23Q (55552.550000 sec): 3 clusters
  Score: Raw -173586.365766 + Penalty 2479.899910 = -171106.465856
  nChanged 1
		SP:Iteration 24Q (55552.720000 sec): 3 clusters
  Score: Raw -173587.400978 + Penalty 2479.899910 = -171107.501068
  nChanged 2
		SP:Iteration 25Q (55552.900000 sec): 3 clusters
  Score: Raw -173587.856059 + Penalty 2479.899910 = -171107.956149
  nChanged 0
		SP:Iteration 26F (55553.070000 sec): 3 clusters
  Score: Raw -173587.856059 + Penalty 2479.899910 = -171107.956149
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 77 (2136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55553.150000 sec): 2 clusters
  Score: Raw -177111.933407 + Penalty 1245.837158 = -175866.096250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55553.280000 sec): 3 clusters
  Score: Raw -176222.255265 + Penalty 2491.674315 = -173730.580950
  nChanged 763
		SP:Iteration 1F (55553.460000 sec): 3 clusters
  Score: Raw -176896.992701 + Penalty 2491.674315 = -174405.318386
  nChanged 220
		SP:Iteration 2F (55553.630000 sec): 3 clusters
  Score: Raw -177101.396140 + Penalty 2491.674315 = -174609.721825
  nChanged 133
		SP:Iteration 3F (55553.810000 sec): 3 clusters
  Score: Raw -177212.583930 + Penalty 2491.674315 = -174720.909615
  nChanged 71
		SP:Iteration 4Q (55553.990000 sec): 3 clusters
  Score: Raw -177268.690277 + Penalty 2491.674315 = -174777.015962
  nChanged 48
		SP:Iteration 5Q (55554.160000 sec): 3 clusters
  Score: Raw -177300.752303 + Penalty 2491.674315 = -174809.077988
  nChanged 27
		SP:Iteration 6Q (55554.340000 sec): 3 clusters
  Score: Raw -177321.029248 + Penalty 2491.674315 = -174829.354933
  nChanged 30
		SP:Iteration 7Q (55554.510000 sec): 3 clusters
  Score: Raw -177338.949892 + Penalty 2491.674315 = -174847.275577
  nChanged 23
		SP:Iteration 8Q (55554.690000 sec): 3 clusters
  Score: Raw -177349.288522 + Penalty 2491.674315 = -174857.614207
  nChanged 14
		SP:Iteration 9Q (55554.870000 sec): 3 clusters
  Score: Raw -177355.058717 + Penalty 2491.674315 = -174863.384402
  nChanged 11
		SP:Iteration 10Q (55555.040000 sec): 3 clusters
  Score: Raw -177359.479268 + Penalty 2491.674315 = -174867.804953
  nChanged 12
		SP:Iteration 11Q (55555.230000 sec): 3 clusters
  Score: Raw -177364.511305 + Penalty 2491.674315 = -174872.836990
  nChanged 14
		SP:Iteration 12Q (55555.410000 sec): 3 clusters
  Score: Raw -177373.034318 + Penalty 2491.674315 = -174881.360003
  nChanged 24
		SP:Iteration 13Q (55555.570000 sec): 3 clusters
  Score: Raw -177394.617562 + Penalty 2491.674315 = -174902.943247
  nChanged 31
		SP:Iteration 14Q (55555.730000 sec): 3 clusters
  Score: Raw -177420.821791 + Penalty 2491.674315 = -174929.147476
  nChanged 34
		SP:Iteration 15Q (55555.890000 sec): 3 clusters
  Score: Raw -177451.274136 + Penalty 2491.674315 = -174959.599821
  nChanged 41
		SP:Iteration 16Q (55556.050000 sec): 3 clusters
  Score: Raw -177491.142610 + Penalty 2491.674315 = -174999.468295
  nChanged 47
		SP:Iteration 17Q (55556.230000 sec): 3 clusters
  Score: Raw -177525.432991 + Penalty 2491.674315 = -175033.758676
  nChanged 42
		SP:Iteration 18Q (55556.410000 sec): 3 clusters
  Score: Raw -177575.566362 + Penalty 2491.674315 = -175083.892047
  nChanged 53
		SP:Iteration 19Q (55556.580000 sec): 3 clusters
  Score: Raw -177655.430023 + Penalty 2491.674315 = -175163.755708
  nChanged 52
		SP:Iteration 20F (55556.760000 sec): 3 clusters
  Score: Raw -177739.991674 + Penalty 2491.674315 = -175248.317359
  nChanged 50
		SP:Iteration 21Q (55556.930000 sec): 3 clusters
  Score: Raw -177811.613746 + Penalty 2491.674315 = -175319.939431
  nChanged 44
		SP:Iteration 22Q (55557.110000 sec): 3 clusters
  Score: Raw -177852.445131 + Penalty 2491.674315 = -175360.770816
  nChanged 39
		SP:Iteration 23Q (55557.290000 sec): 3 clusters
  Score: Raw -177884.614556 + Penalty 2491.674315 = -175392.940241
  nChanged 29
		SP:Iteration 24Q (55557.460000 sec): 3 clusters
  Score: Raw -177908.714122 + Penalty 2491.674315 = -175417.039807
  nChanged 20
		SP:Iteration 25Q (55557.630000 sec): 3 clusters
  Score: Raw -177925.685987 + Penalty 2491.674315 = -175434.011672
  nChanged 23
		SP:Iteration 26Q (55557.810000 sec): 3 clusters
  Score: Raw -177947.352786 + Penalty 2491.674315 = -175455.678471
  nChanged 31
		SP:Iteration 27Q (55557.990000 sec): 3 clusters
  Score: Raw -177987.548175 + Penalty 2491.674315 = -175495.873860
  nChanged 32
		SP:Iteration 28Q (55558.130000 sec): 3 clusters
  Score: Raw -178028.293994 + Penalty 2491.674315 = -175536.619679
  nChanged 40
		SP:Iteration 29Q (55558.180000 sec): 3 clusters
  Score: Raw -178082.555045 + Penalty 2491.674315 = -175590.880730
  nChanged 29
		SP:Iteration 30Q (55558.220000 sec): 3 clusters
  Score: Raw -178116.381387 + Penalty 2491.674315 = -175624.707072
  nChanged 24
		SP:Iteration 31Q (55558.260000 sec): 3 clusters
  Score: Raw -178139.324985 + Penalty 2491.674315 = -175647.650670
  nChanged 16
		SP:Iteration 32Q (55558.310000 sec): 3 clusters
  Score: Raw -178151.113438 + Penalty 2491.674315 = -175659.439123
  nChanged 21
		SP:Iteration 33Q (55558.350000 sec): 3 clusters
  Score: Raw -178174.004468 + Penalty 2491.674315 = -175682.330153
  nChanged 18
		SP:Iteration 34Q (55558.390000 sec): 3 clusters
  Score: Raw -178193.028496 + Penalty 2491.674315 = -175701.354181
  nChanged 20
		SP:Iteration 35Q (55558.430000 sec): 3 clusters
  Score: Raw -178218.975819 + Penalty 2491.674315 = -175727.301504
  nChanged 18
		SP:Iteration 36Q (55558.480000 sec): 3 clusters
  Score: Raw -178237.313215 + Penalty 2491.674315 = -175745.638900
  nChanged 18
		SP:Iteration 37Q (55558.520000 sec): 3 clusters
  Score: Raw -178254.363881 + Penalty 2491.674315 = -175762.689566
  nChanged 10
		SP:Iteration 38Q (55558.570000 sec): 3 clusters
  Score: Raw -178265.242683 + Penalty 2491.674315 = -175773.568368
  nChanged 10
		SP:Iteration 39Q (55558.610000 sec): 3 clusters
  Score: Raw -178273.520199 + Penalty 2491.674315 = -175781.845884
  nChanged 6
		SP:Iteration 40F (55558.650000 sec): 3 clusters
  Score: Raw -178279.361988 + Penalty 2491.674315 = -175787.687673
  nChanged 4
		SP:Iteration 41Q (55558.690000 sec): 3 clusters
  Score: Raw -178282.288848 + Penalty 2491.674315 = -175790.614533
  nChanged 0
		SP:Iteration 42F (55558.740000 sec): 3 clusters
  Score: Raw -178282.288848 + Penalty 2491.674315 = -175790.614533
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 78 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55558.830000 sec): 2 clusters
  Score: Raw -508546.619875 + Penalty 1387.802586 = -507158.817289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55559.000000 sec): 3 clusters
  Score: Raw -505893.337425 + Penalty 2775.605173 = -503117.732252
  nChanged 2044
		SP:Iteration 1F (55559.170000 sec): 3 clusters
  Score: Raw -507035.820900 + Penalty 2775.605173 = -504260.215727
  nChanged 368
		SP:Iteration 2F (55559.350000 sec): 3 clusters
  Score: Raw -507235.501916 + Penalty 2775.605173 = -504459.896743
  nChanged 267
		SP:Iteration 3F (55559.520000 sec): 3 clusters
  Score: Raw -507354.334155 + Penalty 2775.605173 = -504578.728982
  nChanged 205
		SP:Iteration 4Q (55559.700000 sec): 3 clusters
  Score: Raw -507438.055543 + Penalty 2775.605173 = -504662.450370
  nChanged 152
		SP:Iteration 5Q (55559.870000 sec): 3 clusters
  Score: Raw -507503.154764 + Penalty 2775.605173 = -504727.549591
  nChanged 139
		SP:Iteration 6Q (55560.050000 sec): 3 clusters
  Score: Raw -507555.649954 + Penalty 2775.605173 = -504780.044781
  nChanged 118
		SP:Iteration 7Q (55560.220000 sec): 3 clusters
  Score: Raw -507594.518520 + Penalty 2775.605173 = -504818.913347
  nChanged 94
		SP:Iteration 8Q (55560.390000 sec): 3 clusters
  Score: Raw -507626.300569 + Penalty 2775.605173 = -504850.695396
  nChanged 97
		SP:Iteration 9Q (55560.570000 sec): 3 clusters
  Score: Raw -507655.741107 + Penalty 2775.605173 = -504880.135934
  nChanged 91
		SP:Iteration 10Q (55560.740000 sec): 3 clusters
  Score: Raw -507685.190881 + Penalty 2775.605173 = -504909.585708
  nChanged 85
		SP:Iteration 11Q (55560.920000 sec): 3 clusters
  Score: Raw -507717.115642 + Penalty 2775.605173 = -504941.510469
  nChanged 101
		SP:Iteration 12Q (55561.090000 sec): 3 clusters
  Score: Raw -507756.504507 + Penalty 2775.605173 = -504980.899334
  nChanged 105
		SP:Iteration 13Q (55561.270000 sec): 3 clusters
  Score: Raw -507798.069424 + Penalty 2775.605173 = -505022.464251
  nChanged 101
		SP:Iteration 14Q (55561.440000 sec): 3 clusters
  Score: Raw -507840.157098 + Penalty 2775.605173 = -505064.551925
  nChanged 110
		SP:Iteration 15Q (55561.620000 sec): 3 clusters
  Score: Raw -507883.376072 + Penalty 2775.605173 = -505107.770899
  nChanged 99
		SP:Iteration 16Q (55561.790000 sec): 3 clusters
  Score: Raw -507923.170419 + Penalty 2775.605173 = -505147.565247
  nChanged 102
		SP:Iteration 17Q (55561.970000 sec): 3 clusters
  Score: Raw -507970.551869 + Penalty 2775.605173 = -505194.946696
  nChanged 114
		SP:Iteration 18Q (55562.140000 sec): 3 clusters
  Score: Raw -508028.931684 + Penalty 2775.605173 = -505253.326511
  nChanged 125
		SP:Iteration 19Q (55562.320000 sec): 3 clusters
  Score: Raw -508098.615263 + Penalty 2775.605173 = -505323.010090
  nChanged 121
		SP:Iteration 20F (55562.490000 sec): 3 clusters
  Score: Raw -508174.008182 + Penalty 2775.605173 = -505398.403009
  nChanged 122
		SP:Iteration 21Q (55562.670000 sec): 3 clusters
  Score: Raw -508253.882303 + Penalty 2775.605173 = -505478.277131
  nChanged 117
		SP:Iteration 22Q (55562.840000 sec): 3 clusters
  Score: Raw -508336.476508 + Penalty 2775.605173 = -505560.871335
  nChanged 88
		SP:Iteration 23Q (55563.010000 sec): 3 clusters
  Score: Raw -508400.202101 + Penalty 2775.605173 = -505624.596928
  nChanged 87
		SP:Iteration 24Q (55563.190000 sec): 3 clusters
  Score: Raw -508470.041525 + Penalty 2775.605173 = -505694.436352
  nChanged 59
		SP:Iteration 25Q (55563.370000 sec): 3 clusters
  Score: Raw -508512.797117 + Penalty 2775.605173 = -505737.191944
  nChanged 45
		SP:Iteration 26Q (55563.540000 sec): 3 clusters
  Score: Raw -508543.970268 + Penalty 2775.605173 = -505768.365095
  nChanged 36
		SP:Iteration 27Q (55563.720000 sec): 3 clusters
  Score: Raw -508569.788565 + Penalty 2775.605173 = -505794.183392
  nChanged 36
		SP:Iteration 28Q (55563.890000 sec): 3 clusters
  Score: Raw -508596.445857 + Penalty 2775.605173 = -505820.840684
  nChanged 23
		SP:Iteration 29Q (55564.070000 sec): 3 clusters
  Score: Raw -508611.679395 + Penalty 2775.605173 = -505836.074222
  nChanged 20
		SP:Iteration 30Q (55564.290000 sec): 3 clusters
  Score: Raw -508626.163102 + Penalty 2775.605173 = -505850.557929
  nChanged 16
		SP:Iteration 31Q (55564.350000 sec): 3 clusters
  Score: Raw -508636.493373 + Penalty 2775.605173 = -505860.888200
  nChanged 14
		SP:Iteration 32Q (55564.530000 sec): 3 clusters
  Score: Raw -508645.954859 + Penalty 2775.605173 = -505870.349686
  nChanged 9
		SP:Iteration 33Q (55564.700000 sec): 3 clusters
  Score: Raw -508651.813820 + Penalty 2775.605173 = -505876.208647
  nChanged 5
		SP:Iteration 34Q (55564.880000 sec): 3 clusters
  Score: Raw -508653.990393 + Penalty 2775.605173 = -505878.385220
  nChanged 6
		SP:Iteration 35Q (55564.980000 sec): 3 clusters
  Score: Raw -508657.151943 + Penalty 2775.605173 = -505881.546770
  nChanged 7
		SP:Iteration 36Q (55565.070000 sec): 3 clusters
  Score: Raw -508660.801306 + Penalty 2775.605173 = -505885.196133
  nChanged 2
		SP:Iteration 37Q (55565.170000 sec): 3 clusters
  Score: Raw -508661.604827 + Penalty 2775.605173 = -505885.999654
  nChanged 1
		SP:Iteration 38Q (55565.260000 sec): 3 clusters
  Score: Raw -508662.631034 + Penalty 2775.605173 = -505887.025861
  nChanged 1
		SP:Iteration 39Q (55565.350000 sec): 3 clusters
  Score: Raw -508663.030080 + Penalty 2775.605173 = -505887.424907
  nChanged 1
		SP:Iteration 40F (55565.440000 sec): 3 clusters
  Score: Raw -508663.444250 + Penalty 2775.605173 = -505887.839077
  nChanged 1
		SP:Iteration 41Q (55565.530000 sec): 3 clusters
  Score: Raw -508663.887266 + Penalty 2775.605173 = -505888.282093
  nChanged 1
		SP:Iteration 42Q (55565.620000 sec): 3 clusters
  Score: Raw -508664.831812 + Penalty 2775.605173 = -505889.226639
  nChanged 1
		SP:Iteration 43Q (55565.710000 sec): 3 clusters
  Score: Raw -508665.187230 + Penalty 2775.605173 = -505889.582057
  nChanged 0
		SP:Iteration 44F (55565.800000 sec): 3 clusters
  Score: Raw -508665.187230 + Penalty 2775.605173 = -505889.582057
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 79 (2351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55565.870000 sec): 2 clusters
  Score: Raw -180528.028812 + Penalty 1261.421858 = -179266.606955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55565.910000 sec): 3 clusters
  Score: Raw -179500.083470 + Penalty 2522.843716 = -176977.239754
  nChanged 849
		SP:Iteration 1F (55565.960000 sec): 3 clusters
  Score: Raw -180060.938828 + Penalty 2522.843716 = -177538.095112
  nChanged 213
		SP:Iteration 2F (55566.010000 sec): 3 clusters
  Score: Raw -180244.991384 + Penalty 2522.843716 = -177722.147668
  nChanged 136
		SP:Iteration 3F (55566.050000 sec): 3 clusters
  Score: Raw -180365.016852 + Penalty 2522.843716 = -177842.173137
  nChanged 97
		SP:Iteration 4Q (55566.100000 sec): 3 clusters
  Score: Raw -180428.376701 + Penalty 2522.843716 = -177905.532985
  nChanged 68
		SP:Iteration 5Q (55566.150000 sec): 3 clusters
  Score: Raw -180473.450903 + Penalty 2522.843716 = -177950.607188
  nChanged 59
		SP:Iteration 6Q (55566.190000 sec): 3 clusters
  Score: Raw -180506.130808 + Penalty 2522.843716 = -177983.287092
  nChanged 40
		SP:Iteration 7Q (55566.240000 sec): 3 clusters
  Score: Raw -180524.603564 + Penalty 2522.843716 = -178001.759849
  nChanged 30
		SP:Iteration 8Q (55566.290000 sec): 3 clusters
  Score: Raw -180542.333825 + Penalty 2522.843716 = -178019.490109
  nChanged 28
		SP:Iteration 9Q (55566.330000 sec): 3 clusters
  Score: Raw -180558.169233 + Penalty 2522.843716 = -178035.325517
  nChanged 28
		SP:Iteration 10Q (55566.380000 sec): 3 clusters
  Score: Raw -180572.012582 + Penalty 2522.843716 = -178049.168866
  nChanged 24
		SP:Iteration 11Q (55566.430000 sec): 3 clusters
  Score: Raw -180585.178785 + Penalty 2522.843716 = -178062.335070
  nChanged 17
		SP:Iteration 12Q (55566.470000 sec): 3 clusters
  Score: Raw -180593.291578 + Penalty 2522.843716 = -178070.447862
  nChanged 13
		SP:Iteration 13Q (55566.530000 sec): 3 clusters
  Score: Raw -180600.939532 + Penalty 2522.843716 = -178078.095817
  nChanged 17
		SP:Iteration 14Q (55566.580000 sec): 3 clusters
  Score: Raw -180608.813290 + Penalty 2522.843716 = -178085.969575
  nChanged 17
		SP:Iteration 15Q (55566.620000 sec): 3 clusters
  Score: Raw -180614.635529 + Penalty 2522.843716 = -178091.791814
  nChanged 14
		SP:Iteration 16Q (55566.670000 sec): 3 clusters
  Score: Raw -180621.695365 + Penalty 2522.843716 = -178098.851650
  nChanged 17
		SP:Iteration 17Q (55566.720000 sec): 3 clusters
  Score: Raw -180632.560200 + Penalty 2522.843716 = -178109.716484
  nChanged 23
		SP:Iteration 18Q (55566.770000 sec): 3 clusters
  Score: Raw -180644.376627 + Penalty 2522.843716 = -178121.532911
  nChanged 20
		SP:Iteration 19Q (55566.820000 sec): 3 clusters
  Score: Raw -180659.533751 + Penalty 2522.843716 = -178136.690035
  nChanged 24
		SP:Iteration 20F (55566.870000 sec): 3 clusters
  Score: Raw -180673.138930 + Penalty 2522.843716 = -178150.295214
  nChanged 20
		SP:Iteration 21Q (55566.910000 sec): 3 clusters
  Score: Raw -180681.085321 + Penalty 2522.843716 = -178158.241605
  nChanged 15
		SP:Iteration 22Q (55566.950000 sec): 3 clusters
  Score: Raw -180688.794646 + Penalty 2522.843716 = -178165.950930
  nChanged 19
		SP:Iteration 23Q (55567.000000 sec): 3 clusters
  Score: Raw -180699.809724 + Penalty 2522.843716 = -178176.966008
  nChanged 16
		SP:Iteration 24Q (55567.050000 sec): 3 clusters
  Score: Raw -180708.955676 + Penalty 2522.843716 = -178186.111960
  nChanged 12
		SP:Iteration 25Q (55567.090000 sec): 3 clusters
  Score: Raw -180716.506423 + Penalty 2522.843716 = -178193.662707
  nChanged 12
		SP:Iteration 26Q (55567.140000 sec): 3 clusters
  Score: Raw -180722.393639 + Penalty 2522.843716 = -178199.549923
  nChanged 12
		SP:Iteration 27Q (55567.190000 sec): 3 clusters
  Score: Raw -180727.392869 + Penalty 2522.843716 = -178204.549153
  nChanged 5
		SP:Iteration 28Q (55567.230000 sec): 3 clusters
  Score: Raw -180729.950567 + Penalty 2522.843716 = -178207.106851
  nChanged 7
		SP:Iteration 29Q (55567.290000 sec): 3 clusters
  Score: Raw -180733.313506 + Penalty 2522.843716 = -178210.469790
  nChanged 7
		SP:Iteration 30Q (55567.330000 sec): 3 clusters
  Score: Raw -180737.103642 + Penalty 2522.843716 = -178214.259926
  nChanged 6
		SP:Iteration 31Q (55567.380000 sec): 3 clusters
  Score: Raw -180740.007950 + Penalty 2522.843716 = -178217.164234
  nChanged 5
		SP:Iteration 32Q (55567.420000 sec): 3 clusters
  Score: Raw -180743.431283 + Penalty 2522.843716 = -178220.587567
  nChanged 12
		SP:Iteration 33Q (55567.470000 sec): 3 clusters
  Score: Raw -180751.167446 + Penalty 2522.843716 = -178228.323731
  nChanged 11
		SP:Iteration 34Q (55567.510000 sec): 3 clusters
  Score: Raw -180756.815807 + Penalty 2522.843716 = -178233.972092
  nChanged 15
		SP:Iteration 35Q (55567.560000 sec): 3 clusters
  Score: Raw -180764.884551 + Penalty 2522.843716 = -178242.040835
  nChanged 13
		SP:Iteration 36Q (55567.600000 sec): 3 clusters
  Score: Raw -180771.077347 + Penalty 2522.843716 = -178248.233631
  nChanged 10
		SP:Iteration 37Q (55567.650000 sec): 3 clusters
  Score: Raw -180779.267317 + Penalty 2522.843716 = -178256.423601
  nChanged 11
		SP:Iteration 38Q (55567.690000 sec): 3 clusters
  Score: Raw -180785.808134 + Penalty 2522.843716 = -178262.964418
  nChanged 8
		SP:Iteration 39Q (55567.740000 sec): 3 clusters
  Score: Raw -180789.580676 + Penalty 2522.843716 = -178266.736960
  nChanged 5
		SP:Iteration 40F (55567.790000 sec): 3 clusters
  Score: Raw -180791.709414 + Penalty 2522.843716 = -178268.865698
  nChanged 6
		SP:Iteration 41Q (55567.830000 sec): 3 clusters
  Score: Raw -180794.375892 + Penalty 2522.843716 = -178271.532176
  nChanged 3
		SP:Iteration 42Q (55567.870000 sec): 3 clusters
  Score: Raw -180795.888464 + Penalty 2522.843716 = -178273.044748
  nChanged 1
		SP:Iteration 43Q (55567.920000 sec): 3 clusters
  Score: Raw -180797.192436 + Penalty 2522.843716 = -178274.348721
  nChanged 1
		SP:Iteration 44Q (55567.970000 sec): 3 clusters
  Score: Raw -180797.582836 + Penalty 2522.843716 = -178274.739120
  nChanged 0
		SP:Iteration 45F (55568.010000 sec): 3 clusters
  Score: Raw -180797.582836 + Penalty 2522.843716 = -178274.739120
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 80 (4429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55568.100000 sec): 2 clusters
  Score: Raw -317825.043489 + Penalty 1364.338479 = -316460.705009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55568.270000 sec): 3 clusters
  Score: Raw -315592.804327 + Penalty 2728.676959 = -312864.127368
  nChanged 1814
		SP:Iteration 1F (55568.450000 sec): 3 clusters
  Score: Raw -316775.501310 + Penalty 2728.676959 = -314046.824351
  nChanged 389
		SP:Iteration 2F (55568.630000 sec): 3 clusters
  Score: Raw -317066.001332 + Penalty 2728.676959 = -314337.324373
  nChanged 298
		SP:Iteration 3F (55568.780000 sec): 3 clusters
  Score: Raw -317287.825346 + Penalty 2728.676959 = -314559.148387
  nChanged 241
		SP:Iteration 4F (55568.870000 sec): 3 clusters
  Score: Raw -317449.492076 + Penalty 2728.676959 = -314720.815117
  nChanged 187
		SP:Iteration 5Q (55568.950000 sec): 3 clusters
  Score: Raw -317549.372073 + Penalty 2728.676959 = -314820.695114
  nChanged 140
		SP:Iteration 6Q (55569.040000 sec): 3 clusters
  Score: Raw -317621.888076 + Penalty 2728.676959 = -314893.211117
  nChanged 110
		SP:Iteration 7Q (55569.130000 sec): 3 clusters
  Score: Raw -317669.642438 + Penalty 2728.676959 = -314940.965479
  nChanged 89
		SP:Iteration 8Q (55569.210000 sec): 3 clusters
  Score: Raw -317715.477643 + Penalty 2728.676959 = -314986.800684
  nChanged 86
		SP:Iteration 9Q (55569.360000 sec): 3 clusters
  Score: Raw -317751.732975 + Penalty 2728.676959 = -315023.056016
  nChanged 74
		SP:Iteration 10Q (55569.550000 sec): 3 clusters
  Score: Raw -317783.437561 + Penalty 2728.676959 = -315054.760602
  nChanged 74
		SP:Iteration 11Q (55569.640000 sec): 3 clusters
  Score: Raw -317816.029699 + Penalty 2728.676959 = -315087.352740
  nChanged 69
		SP:Iteration 12Q (55569.730000 sec): 3 clusters
  Score: Raw -317841.127795 + Penalty 2728.676959 = -315112.450836
  nChanged 51
		SP:Iteration 13Q (55569.810000 sec): 3 clusters
  Score: Raw -317857.712044 + Penalty 2728.676959 = -315129.035085
  nChanged 39
		SP:Iteration 14Q (55569.890000 sec): 3 clusters
  Score: Raw -317870.698592 + Penalty 2728.676959 = -315142.021633
  nChanged 44
		SP:Iteration 15Q (55569.980000 sec): 3 clusters
  Score: Raw -317890.847281 + Penalty 2728.676959 = -315162.170322
  nChanged 49
		SP:Iteration 16Q (55570.060000 sec): 3 clusters
  Score: Raw -317916.571608 + Penalty 2728.676959 = -315187.894649
  nChanged 59
		SP:Iteration 17Q (55570.150000 sec): 3 clusters
  Score: Raw -317947.909654 + Penalty 2728.676959 = -315219.232695
  nChanged 55
		SP:Iteration 18Q (55570.230000 sec): 3 clusters
  Score: Raw -317969.329226 + Penalty 2728.676959 = -315240.652268
  nChanged 53
		SP:Iteration 19Q (55570.310000 sec): 3 clusters
  Score: Raw -317987.718189 + Penalty 2728.676959 = -315259.041230
  nChanged 43
		SP:Iteration 20F (55570.400000 sec): 3 clusters
  Score: Raw -318002.833905 + Penalty 2728.676959 = -315274.156946
  nChanged 33
		SP:Iteration 21Q (55570.480000 sec): 3 clusters
  Score: Raw -318013.352710 + Penalty 2728.676959 = -315284.675751
  nChanged 26
		SP:Iteration 22Q (55570.570000 sec): 3 clusters
  Score: Raw -318020.263285 + Penalty 2728.676959 = -315291.586326
  nChanged 22
		SP:Iteration 23Q (55570.650000 sec): 3 clusters
  Score: Raw -318025.502690 + Penalty 2728.676959 = -315296.825732
  nChanged 19
		SP:Iteration 24Q (55570.730000 sec): 3 clusters
  Score: Raw -318030.231667 + Penalty 2728.676959 = -315301.554708
  nChanged 13
		SP:Iteration 25Q (55570.820000 sec): 3 clusters
  Score: Raw -318033.382763 + Penalty 2728.676959 = -315304.705804
  nChanged 19
		SP:Iteration 26Q (55570.900000 sec): 3 clusters
  Score: Raw -318038.862294 + Penalty 2728.676959 = -315310.185335
  nChanged 16
		SP:Iteration 27Q (55570.990000 sec): 3 clusters
  Score: Raw -318044.294765 + Penalty 2728.676959 = -315315.617807
  nChanged 16
		SP:Iteration 28Q (55571.070000 sec): 3 clusters
  Score: Raw -318051.173817 + Penalty 2728.676959 = -315322.496859
  nChanged 24
		SP:Iteration 29Q (55571.150000 sec): 3 clusters
  Score: Raw -318058.997298 + Penalty 2728.676959 = -315330.320339
  nChanged 21
		SP:Iteration 30Q (55571.240000 sec): 3 clusters
  Score: Raw -318065.843077 + Penalty 2728.676959 = -315337.166119
  nChanged 23
		SP:Iteration 31Q (55571.320000 sec): 3 clusters
  Score: Raw -318073.820792 + Penalty 2728.676959 = -315345.143833
  nChanged 15
		SP:Iteration 32Q (55571.410000 sec): 3 clusters
  Score: Raw -318078.779188 + Penalty 2728.676959 = -315350.102229
  nChanged 17
		SP:Iteration 33Q (55571.540000 sec): 3 clusters
  Score: Raw -318084.152880 + Penalty 2728.676959 = -315355.475921
  nChanged 13
		SP:Iteration 34Q (55571.650000 sec): 3 clusters
  Score: Raw -318087.245022 + Penalty 2728.676959 = -315358.568063
  nChanged 10
		SP:Iteration 35Q (55571.830000 sec): 3 clusters
  Score: Raw -318089.941288 + Penalty 2728.676959 = -315361.264329
  nChanged 14
		SP:Iteration 36Q (55572.010000 sec): 3 clusters
  Score: Raw -318095.356653 + Penalty 2728.676959 = -315366.679694
  nChanged 12
		SP:Iteration 37Q (55572.180000 sec): 3 clusters
  Score: Raw -318098.312027 + Penalty 2728.676959 = -315369.635068
  nChanged 9
		SP:Iteration 38Q (55572.360000 sec): 3 clusters
  Score: Raw -318100.038796 + Penalty 2728.676959 = -315371.361837
  nChanged 5
		SP:Iteration 39Q (55572.530000 sec): 3 clusters
  Score: Raw -318101.377330 + Penalty 2728.676959 = -315372.700372
  nChanged 6
		SP:Iteration 40F (55572.710000 sec): 3 clusters
  Score: Raw -318102.750010 + Penalty 2728.676959 = -315374.073051
  nChanged 7
		SP:Iteration 41Q (55572.890000 sec): 3 clusters
  Score: Raw -318104.418415 + Penalty 2728.676959 = -315375.741457
  nChanged 7
		SP:Iteration 42Q (55573.060000 sec): 3 clusters
  Score: Raw -318105.443052 + Penalty 2728.676959 = -315376.766093
  nChanged 3
		SP:Iteration 43Q (55573.240000 sec): 3 clusters
  Score: Raw -318105.952591 + Penalty 2728.676959 = -315377.275632
  nChanged 5
		SP:Iteration 44Q (55573.410000 sec): 3 clusters
  Score: Raw -318106.834074 + Penalty 2728.676959 = -315378.157115
  nChanged 7
		SP:Iteration 45Q (55573.590000 sec): 3 clusters
  Score: Raw -318108.503620 + Penalty 2728.676959 = -315379.826661
  nChanged 10
		SP:Iteration 46Q (55573.770000 sec): 3 clusters
  Score: Raw -318110.883926 + Penalty 2728.676959 = -315382.206967
  nChanged 13
		SP:Iteration 47Q (55573.940000 sec): 3 clusters
  Score: Raw -318114.452271 + Penalty 2728.676959 = -315385.775312
  nChanged 10
		SP:Iteration 48Q (55574.120000 sec): 3 clusters
  Score: Raw -318118.100866 + Penalty 2728.676959 = -315389.423907
  nChanged 14
		SP:Iteration 49Q (55574.290000 sec): 3 clusters
  Score: Raw -318123.482101 + Penalty 2728.676959 = -315394.805142
  nChanged 17
		SP:Iteration 50Q (55574.470000 sec): 3 clusters
  Score: Raw -318128.598795 + Penalty 2728.676959 = -315399.921836
  nChanged 14
		SP:Iteration 51Q (55574.650000 sec): 3 clusters
  Score: Raw -318133.787729 + Penalty 2728.676959 = -315405.110771
  nChanged 14
		SP:Iteration 52Q (55574.820000 sec): 3 clusters
  Score: Raw -318136.887335 + Penalty 2728.676959 = -315408.210377
  nChanged 10
		SP:Iteration 53Q (55575.000000 sec): 3 clusters
  Score: Raw -318139.488451 + Penalty 2728.676959 = -315410.811492
  nChanged 10
		SP:Iteration 54Q (55575.170000 sec): 3 clusters
  Score: Raw -318142.610557 + Penalty 2728.676959 = -315413.933598
  nChanged 9
		SP:Iteration 55Q (55575.350000 sec): 3 clusters
  Score: Raw -318145.075389 + Penalty 2728.676959 = -315416.398431
  nChanged 9
		SP:Iteration 56Q (55575.530000 sec): 3 clusters
  Score: Raw -318147.371429 + Penalty 2728.676959 = -315418.694470
  nChanged 11
		SP:Iteration 57Q (55575.700000 sec): 3 clusters
  Score: Raw -318150.111431 + Penalty 2728.676959 = -315421.434472
  nChanged 7
		SP:Iteration 58Q (55575.880000 sec): 3 clusters
  Score: Raw -318152.556774 + Penalty 2728.676959 = -315423.879815
  nChanged 7
		SP:Iteration 59Q (55576.050000 sec): 3 clusters
  Score: Raw -318155.020163 + Penalty 2728.676959 = -315426.343204
  nChanged 9
		SP:Iteration 60F (55576.230000 sec): 3 clusters
  Score: Raw -318157.370540 + Penalty 2728.676959 = -315428.693581
  nChanged 10
		SP:Iteration 61Q (55576.410000 sec): 3 clusters
  Score: Raw -318158.859087 + Penalty 2728.676959 = -315430.182128
  nChanged 6
		SP:Iteration 62Q (55576.580000 sec): 3 clusters
  Score: Raw -318159.768319 + Penalty 2728.676959 = -315431.091361
  nChanged 3
		SP:Iteration 63Q (55576.760000 sec): 3 clusters
  Score: Raw -318160.613236 + Penalty 2728.676959 = -315431.936277
  nChanged 3
		SP:Iteration 64Q (55576.940000 sec): 3 clusters
  Score: Raw -318161.225120 + Penalty 2728.676959 = -315432.548161
  nChanged 1
		SP:Iteration 65Q (55577.110000 sec): 3 clusters
  Score: Raw -318161.545031 + Penalty 2728.676959 = -315432.868072
  nChanged 0
		SP:Iteration 66F (55577.290000 sec): 3 clusters
  Score: Raw -318161.545031 + Penalty 2728.676959 = -315432.868072
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 81 (4685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55577.380000 sec): 2 clusters
  Score: Raw -398511.735112 + Penalty 1373.469694 = -397138.265418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55577.560000 sec): 3 clusters
  Score: Raw -396155.460042 + Penalty 2746.939388 = -393408.520654
  nChanged 1915
		SP:Iteration 1F (55577.740000 sec): 3 clusters
  Score: Raw -397473.946420 + Penalty 2746.939388 = -394727.007031
  nChanged 454
		SP:Iteration 2F (55577.910000 sec): 3 clusters
  Score: Raw -397860.606584 + Penalty 2746.939388 = -395113.667196
  nChanged 365
		SP:Iteration 3F (55578.090000 sec): 3 clusters
  Score: Raw -398195.270611 + Penalty 2746.939388 = -395448.331223
  nChanged 303
		SP:Iteration 4F (55578.260000 sec): 3 clusters
  Score: Raw -398459.848877 + Penalty 2746.939388 = -395712.909488
  nChanged 218
		SP:Iteration 5Q (55578.430000 sec): 3 clusters
  Score: Raw -398604.490437 + Penalty 2746.939388 = -395857.551049
  nChanged 147
		SP:Iteration 6Q (55578.600000 sec): 3 clusters
  Score: Raw -398684.001303 + Penalty 2746.939388 = -395937.061915
  nChanged 136
		SP:Iteration 7Q (55578.760000 sec): 3 clusters
  Score: Raw -398765.540407 + Penalty 2746.939388 = -396018.601018
  nChanged 125
		SP:Iteration 8Q (55578.920000 sec): 3 clusters
  Score: Raw -398845.723234 + Penalty 2746.939388 = -396098.783845
  nChanged 108
		SP:Iteration 9Q (55579.100000 sec): 3 clusters
  Score: Raw -398909.687441 + Penalty 2746.939388 = -396162.748052
  nChanged 90
		SP:Iteration 10Q (55579.230000 sec): 3 clusters
  Score: Raw -398965.290622 + Penalty 2746.939388 = -396218.351234
  nChanged 94
		SP:Iteration 11Q (55579.400000 sec): 3 clusters
  Score: Raw -399015.833690 + Penalty 2746.939388 = -396268.894302
  nChanged 77
		SP:Iteration 12Q (55579.580000 sec): 3 clusters
  Score: Raw -399057.848402 + Penalty 2746.939388 = -396310.909014
  nChanged 75
		SP:Iteration 13Q (55579.730000 sec): 3 clusters
  Score: Raw -399091.788611 + Penalty 2746.939388 = -396344.849222
  nChanged 58
		SP:Iteration 14Q (55579.820000 sec): 3 clusters
  Score: Raw -399115.681845 + Penalty 2746.939388 = -396368.742456
  nChanged 41
		SP:Iteration 15Q (55579.910000 sec): 3 clusters
  Score: Raw -399128.263689 + Penalty 2746.939388 = -396381.324301
  nChanged 29
		SP:Iteration 16Q (55580.000000 sec): 3 clusters
  Score: Raw -399137.765789 + Penalty 2746.939388 = -396390.826401
  nChanged 26
		SP:Iteration 17Q (55580.090000 sec): 3 clusters
  Score: Raw -399148.555157 + Penalty 2746.939388 = -396401.615769
  nChanged 23
		SP:Iteration 18Q (55580.180000 sec): 3 clusters
  Score: Raw -399156.443714 + Penalty 2746.939388 = -396409.504326
  nChanged 20
		SP:Iteration 19Q (55580.280000 sec): 3 clusters
  Score: Raw -399161.753280 + Penalty 2746.939388 = -396414.813892
  nChanged 10
		SP:Iteration 20F (55580.370000 sec): 3 clusters
  Score: Raw -399163.646775 + Penalty 2746.939388 = -396416.707387
  nChanged 9
		SP:Iteration 21Q (55580.560000 sec): 3 clusters
  Score: Raw -399165.982820 + Penalty 2746.939388 = -396419.043432
  nChanged 10
		SP:Iteration 22Q (55580.730000 sec): 3 clusters
  Score: Raw -399168.246980 + Penalty 2746.939388 = -396421.307591
  nChanged 5
		SP:Iteration 23Q (55580.910000 sec): 3 clusters
  Score: Raw -399169.202007 + Penalty 2746.939388 = -396422.262619
  nChanged 4
		SP:Iteration 24Q (55581.080000 sec): 3 clusters
  Score: Raw -399170.305057 + Penalty 2746.939388 = -396423.365669
  nChanged 8
		SP:Iteration 25Q (55581.260000 sec): 3 clusters
  Score: Raw -399172.927403 + Penalty 2746.939388 = -396425.988014
  nChanged 10
		SP:Iteration 26Q (55581.440000 sec): 3 clusters
  Score: Raw -399175.233118 + Penalty 2746.939388 = -396428.293730
  nChanged 7
		SP:Iteration 27Q (55581.610000 sec): 3 clusters
  Score: Raw -399176.923981 + Penalty 2746.939388 = -396429.984593
  nChanged 9
		SP:Iteration 28Q (55581.780000 sec): 3 clusters
  Score: Raw -399179.004874 + Penalty 2746.939388 = -396432.065485
  nChanged 7
		SP:Iteration 29Q (55581.960000 sec): 3 clusters
  Score: Raw -399180.995237 + Penalty 2746.939388 = -396434.055849
  nChanged 4
		SP:Iteration 30Q (55582.140000 sec): 3 clusters
  Score: Raw -399181.626458 + Penalty 2746.939388 = -396434.687069
  nChanged 3
		SP:Iteration 31Q (55582.310000 sec): 3 clusters
  Score: Raw -399181.983164 + Penalty 2746.939388 = -396435.043775
  nChanged 2
		SP:Iteration 32Q (55582.490000 sec): 3 clusters
  Score: Raw -399182.458367 + Penalty 2746.939388 = -396435.518979
  nChanged 2
		SP:Iteration 33Q (55582.660000 sec): 3 clusters
  Score: Raw -399182.811322 + Penalty 2746.939388 = -396435.871934
  nChanged 0
		SP:Iteration 34F (55582.840000 sec): 3 clusters
  Score: Raw -399182.811322 + Penalty 2746.939388 = -396435.871934
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 82 (4299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55582.940000 sec): 2 clusters
  Score: Raw -387539.897806 + Penalty 1359.497379 = -386180.400427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55583.120000 sec): 3 clusters
  Score: Raw -385368.227398 + Penalty 2718.994758 = -382649.232640
  nChanged 1770
		SP:Iteration 1F (55583.290000 sec): 3 clusters
  Score: Raw -386483.726896 + Penalty 2718.994758 = -383764.732139
  nChanged 380
		SP:Iteration 2F (55583.470000 sec): 3 clusters
  Score: Raw -386813.453088 + Penalty 2718.994758 = -384094.458330
  nChanged 339
		SP:Iteration 3F (55583.640000 sec): 3 clusters
  Score: Raw -387114.927006 + Penalty 2718.994758 = -384395.932248
  nChanged 270
		SP:Iteration 4F (55583.820000 sec): 3 clusters
  Score: Raw -387327.247488 + Penalty 2718.994758 = -384608.252730
  nChanged 229
		SP:Iteration 5F (55584.000000 sec): 3 clusters
  Score: Raw -387485.643387 + Penalty 2718.994758 = -384766.648629
  nChanged 166
		SP:Iteration 6Q (55584.170000 sec): 3 clusters
  Score: Raw -387577.698478 + Penalty 2718.994758 = -384858.703720
  nChanged 109
		SP:Iteration 7Q (55584.350000 sec): 3 clusters
  Score: Raw -387638.882815 + Penalty 2718.994758 = -384919.888057
  nChanged 87
		SP:Iteration 8Q (55584.520000 sec): 3 clusters
  Score: Raw -387683.288689 + Penalty 2718.994758 = -384964.293931
  nChanged 79
		SP:Iteration 9Q (55584.700000 sec): 3 clusters
  Score: Raw -387729.088972 + Penalty 2718.994758 = -385010.094214
  nChanged 70
		SP:Iteration 10Q (55584.880000 sec): 3 clusters
  Score: Raw -387765.640609 + Penalty 2718.994758 = -385046.645852
  nChanged 59
		SP:Iteration 11Q (55585.050000 sec): 3 clusters
  Score: Raw -387795.001942 + Penalty 2718.994758 = -385076.007184
  nChanged 42
		SP:Iteration 12Q (55585.230000 sec): 3 clusters
  Score: Raw -387811.584624 + Penalty 2718.994758 = -385092.589866
  nChanged 40
		SP:Iteration 13Q (55585.400000 sec): 3 clusters
  Score: Raw -387828.550109 + Penalty 2718.994758 = -385109.555351
  nChanged 40
		SP:Iteration 14Q (55585.580000 sec): 3 clusters
  Score: Raw -387844.770080 + Penalty 2718.994758 = -385125.775322
  nChanged 39
		SP:Iteration 15Q (55585.760000 sec): 3 clusters
  Score: Raw -387862.611485 + Penalty 2718.994758 = -385143.616727
  nChanged 38
		SP:Iteration 16Q (55585.930000 sec): 3 clusters
  Score: Raw -387882.547947 + Penalty 2718.994758 = -385163.553189
  nChanged 40
		SP:Iteration 17Q (55586.110000 sec): 3 clusters
  Score: Raw -387901.246792 + Penalty 2718.994758 = -385182.252034
  nChanged 43
		SP:Iteration 18Q (55586.280000 sec): 3 clusters
  Score: Raw -387917.776498 + Penalty 2718.994758 = -385198.781740
  nChanged 42
		SP:Iteration 19Q (55586.460000 sec): 3 clusters
  Score: Raw -387936.715377 + Penalty 2718.994758 = -385217.720620
  nChanged 30
		SP:Iteration 20F (55586.640000 sec): 3 clusters
  Score: Raw -387949.306833 + Penalty 2718.994758 = -385230.312075
  nChanged 31
		SP:Iteration 21Q (55586.810000 sec): 3 clusters
  Score: Raw -387963.158929 + Penalty 2718.994758 = -385244.164171
  nChanged 29
		SP:Iteration 22Q (55586.990000 sec): 3 clusters
  Score: Raw -387975.692869 + Penalty 2718.994758 = -385256.698111
  nChanged 30
		SP:Iteration 23Q (55587.160000 sec): 3 clusters
  Score: Raw -387988.721451 + Penalty 2718.994758 = -385269.726693
  nChanged 28
		SP:Iteration 24Q (55587.340000 sec): 3 clusters
  Score: Raw -387998.384819 + Penalty 2718.994758 = -385279.390062
  nChanged 29
		SP:Iteration 25Q (55587.520000 sec): 3 clusters
  Score: Raw -388008.665827 + Penalty 2718.994758 = -385289.671069
  nChanged 22
		SP:Iteration 26Q (55587.690000 sec): 3 clusters
  Score: Raw -388014.670763 + Penalty 2718.994758 = -385295.676005
  nChanged 24
		SP:Iteration 27Q (55587.870000 sec): 3 clusters
  Score: Raw -388021.742956 + Penalty 2718.994758 = -385302.748199
  nChanged 20
		SP:Iteration 28Q (55588.040000 sec): 3 clusters
  Score: Raw -388027.587319 + Penalty 2718.994758 = -385308.592561
  nChanged 11
		SP:Iteration 29Q (55588.220000 sec): 3 clusters
  Score: Raw -388030.225534 + Penalty 2718.994758 = -385311.230776
  nChanged 9
		SP:Iteration 30Q (55588.390000 sec): 3 clusters
  Score: Raw -388033.596605 + Penalty 2718.994758 = -385314.601847
  nChanged 16
		SP:Iteration 31Q (55588.570000 sec): 3 clusters
  Score: Raw -388037.295441 + Penalty 2718.994758 = -385318.300683
  nChanged 8
		SP:Iteration 32Q (55588.740000 sec): 3 clusters
  Score: Raw -388039.311211 + Penalty 2718.994758 = -385320.316453
  nChanged 11
		SP:Iteration 33Q (55588.920000 sec): 3 clusters
  Score: Raw -388044.875108 + Penalty 2718.994758 = -385325.880350
  nChanged 15
		SP:Iteration 34Q (55589.100000 sec): 3 clusters
  Score: Raw -388050.578667 + Penalty 2718.994758 = -385331.583910
  nChanged 19
		SP:Iteration 35Q (55589.270000 sec): 3 clusters
  Score: Raw -388056.620870 + Penalty 2718.994758 = -385337.626112
  nChanged 20
		SP:Iteration 36Q (55589.450000 sec): 3 clusters
  Score: Raw -388064.904350 + Penalty 2718.994758 = -385345.909592
  nChanged 27
		SP:Iteration 37Q (55589.710000 sec): 3 clusters
  Score: Raw -388076.107572 + Penalty 2718.994758 = -385357.112814
  nChanged 32
		SP:Iteration 38Q (55589.860000 sec): 3 clusters
  Score: Raw -388094.306434 + Penalty 2718.994758 = -385375.311676
  nChanged 31
		SP:Iteration 39Q (55590.070000 sec): 3 clusters
  Score: Raw -388113.575583 + Penalty 2718.994758 = -385394.580825
  nChanged 47
		SP:Iteration 40F (55590.260000 sec): 3 clusters
  Score: Raw -388136.217640 + Penalty 2718.994758 = -385417.222882
  nChanged 50
		SP:Iteration 41Q (55590.430000 sec): 3 clusters
  Score: Raw -388162.745892 + Penalty 2718.994758 = -385443.751134
  nChanged 41
		SP:Iteration 42Q (55590.610000 sec): 3 clusters
  Score: Raw -388178.914691 + Penalty 2718.994758 = -385459.919933
  nChanged 28
		SP:Iteration 43Q (55590.780000 sec): 3 clusters
  Score: Raw -388192.227869 + Penalty 2718.994758 = -385473.233111
  nChanged 29
		SP:Iteration 44Q (55590.960000 sec): 3 clusters
  Score: Raw -388205.917801 + Penalty 2718.994758 = -385486.923043
  nChanged 37
		SP:Iteration 45Q (55591.140000 sec): 3 clusters
  Score: Raw -388220.606997 + Penalty 2718.994758 = -385501.612240
  nChanged 32
		SP:Iteration 46Q (55591.310000 sec): 3 clusters
  Score: Raw -388234.556242 + Penalty 2718.994758 = -385515.561484
  nChanged 25
		SP:Iteration 47Q (55591.490000 sec): 3 clusters
  Score: Raw -388246.959614 + Penalty 2718.994758 = -385527.964856
  nChanged 26
		SP:Iteration 48Q (55591.660000 sec): 3 clusters
  Score: Raw -388259.832778 + Penalty 2718.994758 = -385540.838020
  nChanged 19
		SP:Iteration 49Q (55591.840000 sec): 3 clusters
  Score: Raw -388271.909901 + Penalty 2718.994758 = -385552.915143
  nChanged 18
		SP:Iteration 50Q (55592.020000 sec): 3 clusters
  Score: Raw -388285.977443 + Penalty 2718.994758 = -385566.982685
  nChanged 26
		SP:Iteration 51Q (55592.190000 sec): 3 clusters
  Score: Raw -388297.498407 + Penalty 2718.994758 = -385578.503649
  nChanged 23
		SP:Iteration 52Q (55592.370000 sec): 3 clusters
  Score: Raw -388305.461239 + Penalty 2718.994758 = -385586.466481
  nChanged 13
		SP:Iteration 53Q (55592.540000 sec): 3 clusters
  Score: Raw -388311.615061 + Penalty 2718.994758 = -385592.620303
  nChanged 15
		SP:Iteration 54Q (55592.720000 sec): 3 clusters
  Score: Raw -388319.471826 + Penalty 2718.994758 = -385600.477068
  nChanged 19
		SP:Iteration 55Q (55592.900000 sec): 3 clusters
  Score: Raw -388326.255224 + Penalty 2718.994758 = -385607.260466
  nChanged 21
		SP:Iteration 56Q (55593.070000 sec): 3 clusters
  Score: Raw -388335.130839 + Penalty 2718.994758 = -385616.136081
  nChanged 16
		SP:Iteration 57Q (55593.250000 sec): 3 clusters
  Score: Raw -388339.922951 + Penalty 2718.994758 = -385620.928194
  nChanged 14
		SP:Iteration 58Q (55593.420000 sec): 3 clusters
  Score: Raw -388342.824645 + Penalty 2718.994758 = -385623.829887
  nChanged 3
		SP:Iteration 59Q (55593.620000 sec): 3 clusters
  Score: Raw -388343.476091 + Penalty 2718.994758 = -385624.481333
  nChanged 1
		SP:Iteration 60F (55593.760000 sec): 3 clusters
  Score: Raw -388343.599085 + Penalty 2718.994758 = -385624.604327
  nChanged 1
		SP:Iteration 61Q (55593.940000 sec): 3 clusters
  Score: Raw -388343.759372 + Penalty 2718.994758 = -385624.764614
  nChanged 0
		SP:Iteration 62F (55594.110000 sec): 3 clusters
  Score: Raw -388343.759372 + Penalty 2718.994758 = -385624.764614
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 83 (4599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55594.210000 sec): 2 clusters
  Score: Raw -451277.801278 + Penalty 1370.459052 = -449907.342226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55594.360000 sec): 3 clusters
  Score: Raw -448967.833537 + Penalty 2740.918104 = -446226.915432
  nChanged 1836
		SP:Iteration 1F (55594.570000 sec): 3 clusters
  Score: Raw -450047.483380 + Penalty 2740.918104 = -447306.565276
  nChanged 327
		SP:Iteration 2F (55594.740000 sec): 3 clusters
  Score: Raw -450224.512902 + Penalty 2740.918104 = -447483.594798
  nChanged 226
		SP:Iteration 3Q (55594.920000 sec): 3 clusters
  Score: Raw -450332.736122 + Penalty 2740.918104 = -447591.818017
  nChanged 165
		SP:Iteration 4Q (55595.100000 sec): 3 clusters
  Score: Raw -450404.666908 + Penalty 2740.918104 = -447663.748803
  nChanged 132
		SP:Iteration 5Q (55595.270000 sec): 3 clusters
  Score: Raw -450470.634074 + Penalty 2740.918104 = -447729.715969
  nChanged 141
		SP:Iteration 6Q (55595.440000 sec): 3 clusters
  Score: Raw -450530.440245 + Penalty 2740.918104 = -447789.522141
  nChanged 141
		SP:Iteration 7Q (55595.620000 sec): 3 clusters
  Score: Raw -450589.785314 + Penalty 2740.918104 = -447848.867210
  nChanged 138
		SP:Iteration 8Q (55595.800000 sec): 3 clusters
  Score: Raw -450653.018092 + Penalty 2740.918104 = -447912.099988
  nChanged 148
		SP:Iteration 9Q (55595.970000 sec): 3 clusters
  Score: Raw -450734.165008 + Penalty 2740.918104 = -447993.246904
  nChanged 149
		SP:Iteration 10Q (55596.150000 sec): 3 clusters
  Score: Raw -450810.673321 + Penalty 2740.918104 = -448069.755216
  nChanged 155
		SP:Iteration 11Q (55596.320000 sec): 3 clusters
  Score: Raw -450892.198104 + Penalty 2740.918104 = -448151.280000
  nChanged 143
		SP:Iteration 12Q (55596.500000 sec): 3 clusters
  Score: Raw -450985.875371 + Penalty 2740.918104 = -448244.957266
  nChanged 168
		SP:Iteration 13Q (55596.680000 sec): 3 clusters
  Score: Raw -451085.830523 + Penalty 2740.918104 = -448344.912419
  nChanged 128
		SP:Iteration 14Q (55596.850000 sec): 3 clusters
  Score: Raw -451147.590133 + Penalty 2740.918104 = -448406.672029
  nChanged 103
		SP:Iteration 15Q (55597.030000 sec): 3 clusters
  Score: Raw -451201.295794 + Penalty 2740.918104 = -448460.377690
  nChanged 90
		SP:Iteration 16Q (55597.200000 sec): 3 clusters
  Score: Raw -451249.289180 + Penalty 2740.918104 = -448508.371075
  nChanged 97
		SP:Iteration 17Q (55597.380000 sec): 3 clusters
  Score: Raw -451300.769506 + Penalty 2740.918104 = -448559.851402
  nChanged 75
		SP:Iteration 18Q (55597.550000 sec): 3 clusters
  Score: Raw -451341.262355 + Penalty 2740.918104 = -448600.344251
  nChanged 58
		SP:Iteration 19Q (55597.770000 sec): 3 clusters
  Score: Raw -451369.431089 + Penalty 2740.918104 = -448628.512985
  nChanged 45
		SP:Iteration 20F (55597.920000 sec): 3 clusters
  Score: Raw -451387.803131 + Penalty 2740.918104 = -448646.885027
  nChanged 33
		SP:Iteration 21Q (55598.140000 sec): 3 clusters
  Score: Raw -451399.572961 + Penalty 2740.918104 = -448658.654857
  nChanged 32
		SP:Iteration 22Q (55598.290000 sec): 3 clusters
  Score: Raw -451409.155403 + Penalty 2740.918104 = -448668.237299
  nChanged 25
		SP:Iteration 23Q (55598.480000 sec): 3 clusters
  Score: Raw -451416.020430 + Penalty 2740.918104 = -448675.102326
  nChanged 18
		SP:Iteration 24Q (55598.650000 sec): 3 clusters
  Score: Raw -451420.088998 + Penalty 2740.918104 = -448679.170894
  nChanged 12
		SP:Iteration 25Q (55598.820000 sec): 3 clusters
  Score: Raw -451423.208727 + Penalty 2740.918104 = -448682.290623
  nChanged 11
		SP:Iteration 26Q (55599.000000 sec): 3 clusters
  Score: Raw -451426.709361 + Penalty 2740.918104 = -448685.791256
  nChanged 11
		SP:Iteration 27Q (55599.180000 sec): 3 clusters
  Score: Raw -451429.858785 + Penalty 2740.918104 = -448688.940681
  nChanged 11
		SP:Iteration 28Q (55599.350000 sec): 3 clusters
  Score: Raw -451432.770555 + Penalty 2740.918104 = -448691.852451
  nChanged 5
		SP:Iteration 29Q (55599.530000 sec): 3 clusters
  Score: Raw -451434.373827 + Penalty 2740.918104 = -448693.455723
  nChanged 7
		SP:Iteration 30Q (55599.700000 sec): 3 clusters
  Score: Raw -451436.309105 + Penalty 2740.918104 = -448695.391001
  nChanged 6
		SP:Iteration 31Q (55599.880000 sec): 3 clusters
  Score: Raw -451437.945072 + Penalty 2740.918104 = -448697.026967
  nChanged 4
		SP:Iteration 32Q (55600.060000 sec): 3 clusters
  Score: Raw -451438.994501 + Penalty 2740.918104 = -448698.076397
  nChanged 4
		SP:Iteration 33Q (55600.230000 sec): 3 clusters
  Score: Raw -451440.051921 + Penalty 2740.918104 = -448699.133816
  nChanged 4
		SP:Iteration 34Q (55600.400000 sec): 3 clusters
  Score: Raw -451441.316106 + Penalty 2740.918104 = -448700.398001
  nChanged 8
		SP:Iteration 35Q (55600.580000 sec): 3 clusters
  Score: Raw -451444.480166 + Penalty 2740.918104 = -448703.562062
  nChanged 5
		SP:Iteration 36Q (55600.760000 sec): 3 clusters
  Score: Raw -451445.815099 + Penalty 2740.918104 = -448704.896995
  nChanged 6
		SP:Iteration 37Q (55600.930000 sec): 3 clusters
  Score: Raw -451447.389356 + Penalty 2740.918104 = -448706.471252
  nChanged 8
		SP:Iteration 38Q (55601.110000 sec): 3 clusters
  Score: Raw -451449.689982 + Penalty 2740.918104 = -448708.771878
  nChanged 7
		SP:Iteration 39Q (55601.280000 sec): 3 clusters
  Score: Raw -451451.329523 + Penalty 2740.918104 = -448710.411418
  nChanged 3
		SP:Iteration 40F (55601.460000 sec): 3 clusters
  Score: Raw -451451.970382 + Penalty 2740.918104 = -448711.052278
  nChanged 2
		SP:Iteration 41Q (55601.640000 sec): 3 clusters
  Score: Raw -451452.477635 + Penalty 2740.918104 = -448711.559530
  nChanged 4
		SP:Iteration 42Q (55601.810000 sec): 3 clusters
  Score: Raw -451453.241995 + Penalty 2740.918104 = -448712.323890
  nChanged 0
		SP:Iteration 43F (55601.980000 sec): 3 clusters
  Score: Raw -451453.241995 + Penalty 2740.918104 = -448712.323890
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 84 (7590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55602.110000 sec): 2 clusters
  Score: Raw -715725.867360 + Penalty 1451.870366 = -714273.996993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55602.330000 sec): 3 clusters
  Score: Raw -711612.946448 + Penalty 2903.740733 = -708709.205716
  nChanged 3163
		SP:Iteration 1F (55602.530000 sec): 3 clusters
  Score: Raw -713483.028722 + Penalty 2903.740733 = -710579.287990
  nChanged 522
		SP:Iteration 2F (55602.730000 sec): 3 clusters
  Score: Raw -713762.675938 + Penalty 2903.740733 = -710858.935206
  nChanged 473
		SP:Iteration 3F (55602.920000 sec): 3 clusters
  Score: Raw -714020.858207 + Penalty 2903.740733 = -711117.117474
  nChanged 410
		SP:Iteration 4F (55603.120000 sec): 3 clusters
  Score: Raw -714239.985484 + Penalty 2903.740733 = -711336.244751
  nChanged 363
		SP:Iteration 5Q (55603.320000 sec): 3 clusters
  Score: Raw -714422.766526 + Penalty 2903.740733 = -711519.025793
  nChanged 319
		SP:Iteration 6Q (55603.520000 sec): 3 clusters
  Score: Raw -714562.272156 + Penalty 2903.740733 = -711658.531423
  nChanged 265
		SP:Iteration 7Q (55603.720000 sec): 3 clusters
  Score: Raw -714674.590895 + Penalty 2903.740733 = -711770.850162
  nChanged 222
		SP:Iteration 8Q (55603.920000 sec): 3 clusters
  Score: Raw -714781.769573 + Penalty 2903.740733 = -711878.028840
  nChanged 220
		SP:Iteration 9Q (55604.120000 sec): 3 clusters
  Score: Raw -714882.705456 + Penalty 2903.740733 = -711978.964723
  nChanged 213
		SP:Iteration 10Q (55604.320000 sec): 3 clusters
  Score: Raw -714986.741868 + Penalty 2903.740733 = -712083.001135
  nChanged 189
		SP:Iteration 11Q (55604.520000 sec): 3 clusters
  Score: Raw -715092.474907 + Penalty 2903.740733 = -712188.734174
  nChanged 201
		SP:Iteration 12Q (55604.720000 sec): 3 clusters
  Score: Raw -715220.848468 + Penalty 2903.740733 = -712317.107735
  nChanged 194
		SP:Iteration 13Q (55604.920000 sec): 3 clusters
  Score: Raw -715348.461851 + Penalty 2903.740733 = -712444.721118
  nChanged 168
		SP:Iteration 14Q (55605.120000 sec): 3 clusters
  Score: Raw -715454.052846 + Penalty 2903.740733 = -712550.312114
  nChanged 134
		SP:Iteration 15Q (55605.320000 sec): 3 clusters
  Score: Raw -715534.579448 + Penalty 2903.740733 = -712630.838715
  nChanged 118
		SP:Iteration 16Q (55605.520000 sec): 3 clusters
  Score: Raw -715603.128570 + Penalty 2903.740733 = -712699.387837
  nChanged 95
		SP:Iteration 17Q (55605.720000 sec): 3 clusters
  Score: Raw -715665.013575 + Penalty 2903.740733 = -712761.272842
  nChanged 81
		SP:Iteration 18Q (55605.920000 sec): 3 clusters
  Score: Raw -715724.828116 + Penalty 2903.740733 = -712821.087383
  nChanged 82
		SP:Iteration 19Q (55606.120000 sec): 3 clusters
  Score: Raw -715788.604100 + Penalty 2903.740733 = -712884.863368
  nChanged 52
		SP:Iteration 20F (55606.320000 sec): 3 clusters
  Score: Raw -715830.179304 + Penalty 2903.740733 = -712926.438571
  nChanged 50
		SP:Iteration 21Q (55606.520000 sec): 3 clusters
  Score: Raw -715870.809735 + Penalty 2903.740733 = -712967.069002
  nChanged 32
		SP:Iteration 22Q (55606.710000 sec): 3 clusters
  Score: Raw -715892.445406 + Penalty 2903.740733 = -712988.704673
  nChanged 21
		SP:Iteration 23Q (55606.820000 sec): 3 clusters
  Score: Raw -715905.367730 + Penalty 2903.740733 = -713001.626997
  nChanged 11
		SP:Iteration 24Q (55606.930000 sec): 3 clusters
  Score: Raw -715911.286462 + Penalty 2903.740733 = -713007.545729
  nChanged 14
		SP:Iteration 25Q (55607.040000 sec): 3 clusters
  Score: Raw -715922.763481 + Penalty 2903.740733 = -713019.022748
  nChanged 13
		SP:Iteration 26Q (55607.160000 sec): 3 clusters
  Score: Raw -715933.383249 + Penalty 2903.740733 = -713029.642516
  nChanged 11
		SP:Iteration 27Q (55607.350000 sec): 3 clusters
  Score: Raw -715943.805569 + Penalty 2903.740733 = -713040.064836
  nChanged 7
		SP:Iteration 28Q (55607.530000 sec): 3 clusters
  Score: Raw -715948.833406 + Penalty 2903.740733 = -713045.092674
  nChanged 6
		SP:Iteration 29Q (55607.640000 sec): 3 clusters
  Score: Raw -715953.985300 + Penalty 2903.740733 = -713050.244568
  nChanged 7
		SP:Iteration 30Q (55607.750000 sec): 3 clusters
  Score: Raw -715959.259687 + Penalty 2903.740733 = -713055.518954
  nChanged 5
		SP:Iteration 31Q (55607.930000 sec): 3 clusters
  Score: Raw -715962.556367 + Penalty 2903.740733 = -713058.815635
  nChanged 3
		SP:Iteration 32Q (55608.040000 sec): 3 clusters
  Score: Raw -715964.999477 + Penalty 2903.740733 = -713061.258744
  nChanged 5
		SP:Iteration 33Q (55608.150000 sec): 3 clusters
  Score: Raw -715968.684757 + Penalty 2903.740733 = -713064.944024
  nChanged 5
		SP:Iteration 34Q (55608.270000 sec): 3 clusters
  Score: Raw -715975.478622 + Penalty 2903.740733 = -713071.737889
  nChanged 8
		SP:Iteration 35Q (55608.450000 sec): 3 clusters
  Score: Raw -715979.707078 + Penalty 2903.740733 = -713075.966345
  nChanged 2
		SP:Iteration 36Q (55608.660000 sec): 3 clusters
  Score: Raw -715980.910904 + Penalty 2903.740733 = -713077.170171
  nChanged 0
		SP:Iteration 37F (55608.860000 sec): 3 clusters
  Score: Raw -715980.910904 + Penalty 2903.740733 = -713077.170171
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 85 (2906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55608.990000 sec): 2 clusters
  Score: Raw -226667.836780 + Penalty 1295.861587 = -225371.975193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55609.150000 sec): 3 clusters
  Score: Raw -225321.134293 + Penalty 2591.723174 = -222729.411119
  nChanged 1093
		SP:Iteration 1F (55609.180000 sec): 3 clusters
  Score: Raw -226081.266298 + Penalty 2591.723174 = -223489.543124
  nChanged 274
		SP:Iteration 2F (55609.240000 sec): 3 clusters
  Score: Raw -226289.341758 + Penalty 2591.723174 = -223697.618584
  nChanged 159
		SP:Iteration 3F (55609.290000 sec): 3 clusters
  Score: Raw -226411.505691 + Penalty 2591.723174 = -223819.782517
  nChanged 123
		SP:Iteration 4Q (55609.350000 sec): 3 clusters
  Score: Raw -226498.476838 + Penalty 2591.723174 = -223906.753663
  nChanged 90
		SP:Iteration 5Q (55609.410000 sec): 3 clusters
  Score: Raw -226559.950018 + Penalty 2591.723174 = -223968.226844
  nChanged 68
		SP:Iteration 6Q (55609.470000 sec): 3 clusters
  Score: Raw -226596.006929 + Penalty 2591.723174 = -224004.283755
  nChanged 52
		SP:Iteration 7Q (55609.530000 sec): 3 clusters
  Score: Raw -226623.526694 + Penalty 2591.723174 = -224031.803519
  nChanged 55
		SP:Iteration 8Q (55609.580000 sec): 3 clusters
  Score: Raw -226650.065116 + Penalty 2591.723174 = -224058.341941
  nChanged 40
		SP:Iteration 9Q (55609.640000 sec): 3 clusters
  Score: Raw -226666.448665 + Penalty 2591.723174 = -224074.725491
  nChanged 32
		SP:Iteration 10Q (55609.690000 sec): 3 clusters
  Score: Raw -226688.648643 + Penalty 2591.723174 = -224096.925469
  nChanged 44
		SP:Iteration 11Q (55609.750000 sec): 3 clusters
  Score: Raw -226714.393710 + Penalty 2591.723174 = -224122.670536
  nChanged 32
		SP:Iteration 12Q (55609.820000 sec): 3 clusters
  Score: Raw -226729.043114 + Penalty 2591.723174 = -224137.319939
  nChanged 28
		SP:Iteration 13Q (55609.870000 sec): 3 clusters
  Score: Raw -226739.869368 + Penalty 2591.723174 = -224148.146194
  nChanged 24
		SP:Iteration 14Q (55609.920000 sec): 3 clusters
  Score: Raw -226748.383611 + Penalty 2591.723174 = -224156.660436
  nChanged 15
		SP:Iteration 15Q (55609.980000 sec): 3 clusters
  Score: Raw -226752.762230 + Penalty 2591.723174 = -224161.039056
  nChanged 6
		SP:Iteration 16Q (55610.030000 sec): 3 clusters
  Score: Raw -226754.086214 + Penalty 2591.723174 = -224162.363039
  nChanged 4
		SP:Iteration 17Q (55610.080000 sec): 3 clusters
  Score: Raw -226754.761775 + Penalty 2591.723174 = -224163.038601
  nChanged 2
		SP:Iteration 18Q (55610.140000 sec): 3 clusters
  Score: Raw -226755.962725 + Penalty 2591.723174 = -224164.239551
  nChanged 5
		SP:Iteration 19Q (55610.190000 sec): 3 clusters
  Score: Raw -226757.473025 + Penalty 2591.723174 = -224165.749850
  nChanged 2
		SP:Iteration 20F (55610.250000 sec): 3 clusters
  Score: Raw -226758.077483 + Penalty 2591.723174 = -224166.354308
  nChanged 5
		SP:Iteration 21Q (55610.300000 sec): 3 clusters
  Score: Raw -226758.883714 + Penalty 2591.723174 = -224167.160540
  nChanged 2
		SP:Iteration 22Q (55610.360000 sec): 3 clusters
  Score: Raw -226759.939363 + Penalty 2591.723174 = -224168.216188
  nChanged 3
		SP:Iteration 23Q (55610.410000 sec): 3 clusters
  Score: Raw -226760.870599 + Penalty 2591.723174 = -224169.147424
  nChanged 1
		SP:Iteration 24Q (55610.460000 sec): 3 clusters
  Score: Raw -226761.592618 + Penalty 2591.723174 = -224169.869444
  nChanged 6
		SP:Iteration 25Q (55610.520000 sec): 3 clusters
  Score: Raw -226764.076499 + Penalty 2591.723174 = -224172.353324
  nChanged 4
		SP:Iteration 26Q (55610.570000 sec): 3 clusters
  Score: Raw -226764.912004 + Penalty 2591.723174 = -224173.188829
  nChanged 4
		SP:Iteration 27Q (55610.620000 sec): 3 clusters
  Score: Raw -226766.074884 + Penalty 2591.723174 = -224174.351709
  nChanged 6
		SP:Iteration 28Q (55610.680000 sec): 3 clusters
  Score: Raw -226768.496542 + Penalty 2591.723174 = -224176.773368
  nChanged 5
		SP:Iteration 29Q (55610.730000 sec): 3 clusters
  Score: Raw -226769.760812 + Penalty 2591.723174 = -224178.037638
  nChanged 4
		SP:Iteration 30Q (55610.780000 sec): 3 clusters
  Score: Raw -226771.250536 + Penalty 2591.723174 = -224179.527362
  nChanged 9
		SP:Iteration 31Q (55610.840000 sec): 3 clusters
  Score: Raw -226774.219493 + Penalty 2591.723174 = -224182.496319
  nChanged 8
		SP:Iteration 32Q (55610.890000 sec): 3 clusters
  Score: Raw -226777.855315 + Penalty 2591.723174 = -224186.132140
  nChanged 8
		SP:Iteration 33Q (55610.950000 sec): 3 clusters
  Score: Raw -226781.753264 + Penalty 2591.723174 = -224190.030090
  nChanged 13
		SP:Iteration 34Q (55611.000000 sec): 3 clusters
  Score: Raw -226786.344976 + Penalty 2591.723174 = -224194.621801
  nChanged 10
		SP:Iteration 35Q (55611.060000 sec): 3 clusters
  Score: Raw -226789.108795 + Penalty 2591.723174 = -224197.385620
  nChanged 9
		SP:Iteration 36Q (55611.110000 sec): 3 clusters
  Score: Raw -226792.183438 + Penalty 2591.723174 = -224200.460264
  nChanged 7
		SP:Iteration 37Q (55611.160000 sec): 3 clusters
  Score: Raw -226795.480774 + Penalty 2591.723174 = -224203.757599
  nChanged 12
		SP:Iteration 38Q (55611.220000 sec): 3 clusters
  Score: Raw -226801.215494 + Penalty 2591.723174 = -224209.492319
  nChanged 9
		SP:Iteration 39Q (55611.270000 sec): 3 clusters
  Score: Raw -226805.010298 + Penalty 2591.723174 = -224213.287124
  nChanged 11
		SP:Iteration 40F (55611.320000 sec): 3 clusters
  Score: Raw -226809.641156 + Penalty 2591.723174 = -224217.917982
  nChanged 8
		SP:Iteration 41Q (55611.380000 sec): 3 clusters
  Score: Raw -226813.029756 + Penalty 2591.723174 = -224221.306582
  nChanged 7
		SP:Iteration 42Q (55611.430000 sec): 3 clusters
  Score: Raw -226815.460918 + Penalty 2591.723174 = -224223.737744
  nChanged 7
		SP:Iteration 43Q (55611.490000 sec): 3 clusters
  Score: Raw -226817.882328 + Penalty 2591.723174 = -224226.159153
  nChanged 8
		SP:Iteration 44Q (55611.540000 sec): 3 clusters
  Score: Raw -226821.415947 + Penalty 2591.723174 = -224229.692773
  nChanged 5
		SP:Iteration 45Q (55611.590000 sec): 3 clusters
  Score: Raw -226822.866053 + Penalty 2591.723174 = -224231.142879
  nChanged 4
		SP:Iteration 46Q (55611.650000 sec): 3 clusters
  Score: Raw -226824.173087 + Penalty 2591.723174 = -224232.449912
  nChanged 8
		SP:Iteration 47Q (55611.700000 sec): 3 clusters
  Score: Raw -226827.669437 + Penalty 2591.723174 = -224235.946263
  nChanged 6
		SP:Iteration 48Q (55611.760000 sec): 3 clusters
  Score: Raw -226829.039377 + Penalty 2591.723174 = -224237.316203
  nChanged 4
		SP:Iteration 49Q (55611.810000 sec): 3 clusters
  Score: Raw -226830.199796 + Penalty 2591.723174 = -224238.476622
  nChanged 3
		SP:Iteration 50Q (55611.860000 sec): 3 clusters
  Score: Raw -226831.229763 + Penalty 2591.723174 = -224239.506588
  nChanged 4
		SP:Iteration 51Q (55611.920000 sec): 3 clusters
  Score: Raw -226832.325851 + Penalty 2591.723174 = -224240.602677
  nChanged 4
		SP:Iteration 52Q (55611.970000 sec): 3 clusters
  Score: Raw -226834.066284 + Penalty 2591.723174 = -224242.343110
  nChanged 2
		SP:Iteration 53Q (55612.020000 sec): 3 clusters
  Score: Raw -226835.550104 + Penalty 2591.723174 = -224243.826930
  nChanged 3
		SP:Iteration 54Q (55612.080000 sec): 3 clusters
  Score: Raw -226836.976457 + Penalty 2591.723174 = -224245.253283
  nChanged 4
		SP:Iteration 55Q (55612.130000 sec): 3 clusters
  Score: Raw -226838.002394 + Penalty 2591.723174 = -224246.279220
  nChanged 1
		SP:Iteration 56Q (55612.180000 sec): 3 clusters
  Score: Raw -226838.798173 + Penalty 2591.723174 = -224247.074999
  nChanged 4
		SP:Iteration 57Q (55612.240000 sec): 3 clusters
  Score: Raw -226840.184682 + Penalty 2591.723174 = -224248.461507
  nChanged 5
		SP:Iteration 58Q (55612.290000 sec): 3 clusters
  Score: Raw -226842.232660 + Penalty 2591.723174 = -224250.509486
  nChanged 4
		SP:Iteration 59Q (55612.340000 sec): 3 clusters
  Score: Raw -226843.335668 + Penalty 2591.723174 = -224251.612494
  nChanged 5
		SP:Iteration 60F (55612.400000 sec): 3 clusters
  Score: Raw -226844.610707 + Penalty 2591.723174 = -224252.887532
  nChanged 6
		SP:Iteration 61Q (55612.450000 sec): 3 clusters
  Score: Raw -226848.956755 + Penalty 2591.723174 = -224257.233580
  nChanged 12
		SP:Iteration 62Q (55612.510000 sec): 3 clusters
  Score: Raw -226855.440074 + Penalty 2591.723174 = -224263.716900
  nChanged 12
		SP:Iteration 63Q (55612.560000 sec): 3 clusters
  Score: Raw -226860.807629 + Penalty 2591.723174 = -224269.084455
  nChanged 12
		SP:Iteration 64Q (55612.620000 sec): 3 clusters
  Score: Raw -226866.821223 + Penalty 2591.723174 = -224275.098049
  nChanged 13
		SP:Iteration 65Q (55612.670000 sec): 3 clusters
  Score: Raw -226871.417935 + Penalty 2591.723174 = -224279.694761
  nChanged 9
		SP:Iteration 66Q (55612.720000 sec): 3 clusters
  Score: Raw -226874.545487 + Penalty 2591.723174 = -224282.822313
  nChanged 6
		SP:Iteration 67Q (55612.780000 sec): 3 clusters
  Score: Raw -226878.780203 + Penalty 2591.723174 = -224287.057029
  nChanged 12
		SP:Iteration 68Q (55612.830000 sec): 3 clusters
  Score: Raw -226884.359480 + Penalty 2591.723174 = -224292.636305
  nChanged 11
		SP:Iteration 69Q (55612.880000 sec): 3 clusters
  Score: Raw -226889.632045 + Penalty 2591.723174 = -224297.908871
  nChanged 10
		SP:Iteration 70Q (55613.030000 sec): 3 clusters
  Score: Raw -226893.592391 + Penalty 2591.723174 = -224301.869216
  nChanged 12
		SP:Iteration 71Q (55613.210000 sec): 3 clusters
  Score: Raw -226899.099877 + Penalty 2591.723174 = -224307.376703
  nChanged 10
		SP:Iteration 72Q (55613.380000 sec): 3 clusters
  Score: Raw -226903.674526 + Penalty 2591.723174 = -224311.951352
  nChanged 15
		SP:Iteration 73Q (55613.560000 sec): 3 clusters
  Score: Raw -226912.085755 + Penalty 2591.723174 = -224320.362581
  nChanged 21
		SP:Iteration 74Q (55613.740000 sec): 3 clusters
  Score: Raw -226925.491373 + Penalty 2591.723174 = -224333.768199
  nChanged 22
		SP:Iteration 75Q (55613.910000 sec): 3 clusters
  Score: Raw -226937.436052 + Penalty 2591.723174 = -224345.712877
  nChanged 18
		SP:Iteration 76Q (55614.090000 sec): 3 clusters
  Score: Raw -226945.214447 + Penalty 2591.723174 = -224353.491273
  nChanged 11
		SP:Iteration 77Q (55614.260000 sec): 3 clusters
  Score: Raw -226952.847521 + Penalty 2591.723174 = -224361.124347
  nChanged 15
		SP:Iteration 78Q (55614.440000 sec): 3 clusters
  Score: Raw -226960.545035 + Penalty 2591.723174 = -224368.821861
  nChanged 13
		SP:Iteration 79Q (55614.620000 sec): 3 clusters
  Score: Raw -226966.720417 + Penalty 2591.723174 = -224374.997243
  nChanged 11
		SP:Iteration 80F (55614.790000 sec): 3 clusters
  Score: Raw -226970.192563 + Penalty 2591.723174 = -224378.469389
  nChanged 4
		SP:Iteration 81Q (55614.970000 sec): 3 clusters
  Score: Raw -226971.955174 + Penalty 2591.723174 = -224380.232000
  nChanged 3
		SP:Iteration 82Q (55615.140000 sec): 3 clusters
  Score: Raw -226972.454110 + Penalty 2591.723174 = -224380.730936
  nChanged 2
		SP:Iteration 83Q (55615.320000 sec): 3 clusters
  Score: Raw -226972.632620 + Penalty 2591.723174 = -224380.909445
  nChanged 0
		SP:Iteration 84F (55615.490000 sec): 3 clusters
  Score: Raw -226972.632620 + Penalty 2591.723174 = -224380.909445
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 86 (559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55615.580000 sec): 2 clusters
  Score: Raw -35314.646797 + Penalty 1027.999289 = -34286.647507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55615.760000 sec): 3 clusters
  Score: Raw -35232.018681 + Penalty 2055.998579 = -33176.020103
  nChanged 145
		SP:Iteration 1F (55615.930000 sec): 3 clusters
  Score: Raw -35420.433341 + Penalty 2055.998579 = -33364.434762
  nChanged 39
		SP:Iteration 2F (55616.110000 sec): 3 clusters
  Score: Raw -35503.366297 + Penalty 2055.998579 = -33447.367719
  nChanged 26
		SP:Iteration 3Q (55616.280000 sec): 3 clusters
  Score: Raw -35554.021777 + Penalty 2055.998579 = -33498.023198
  nChanged 25
		SP:Iteration 4Q (55616.460000 sec): 3 clusters
  Score: Raw -35605.592483 + Penalty 2055.998579 = -33549.593904
  nChanged 20
		SP:Iteration 5Q (55616.510000 sec): 3 clusters
  Score: Raw -35635.403604 + Penalty 2055.998579 = -33579.405025
  nChanged 13
		SP:Iteration 6Q (55616.520000 sec): 3 clusters
  Score: Raw -35668.776076 + Penalty 2055.998579 = -33612.777497
  nChanged 20
		SP:Iteration 7Q (55616.530000 sec): 3 clusters
  Score: Raw -35703.754903 + Penalty 2055.998579 = -33647.756324
  nChanged 12
		SP:Iteration 8Q (55616.540000 sec): 3 clusters
  Score: Raw -35733.989418 + Penalty 2055.998579 = -33677.990839
  nChanged 6
		SP:Iteration 9Q (55616.560000 sec): 3 clusters
  Score: Raw -35755.458128 + Penalty 2055.998579 = -33699.459549
  nChanged 9
		SP:Iteration 10Q (55616.580000 sec): 3 clusters
  Score: Raw -35792.338392 + Penalty 2055.998579 = -33736.339813
  nChanged 6
		SP:Iteration 11Q (55616.600000 sec): 3 clusters
  Score: Raw -35825.800727 + Penalty 2055.998579 = -33769.802149
  nChanged 9
		SP:Iteration 12Q (55616.610000 sec): 3 clusters
  Score: Raw -35840.835384 + Penalty 2055.998579 = -33784.836805
  nChanged 6
		SP:Iteration 13Q (55616.630000 sec): 3 clusters
  Score: Raw -35851.400450 + Penalty 2055.998579 = -33795.401871
  nChanged 4
		SP:Iteration 14Q (55616.640000 sec): 3 clusters
  Score: Raw -35869.091976 + Penalty 2055.998579 = -33813.093398
  nChanged 6
		SP:Iteration 15Q (55616.660000 sec): 3 clusters
  Score: Raw -35886.668728 + Penalty 2055.998579 = -33830.670149
  nChanged 5
		SP:Iteration 16Q (55616.680000 sec): 3 clusters
  Score: Raw -35897.307768 + Penalty 2055.998579 = -33841.309190
  nChanged 2
		SP:Iteration 17Q (55616.690000 sec): 3 clusters
  Score: Raw -35901.555197 + Penalty 2055.998579 = -33845.556619
  nChanged 1
		SP:Iteration 18Q (55616.700000 sec): 3 clusters
  Score: Raw -35903.362680 + Penalty 2055.998579 = -33847.364102
  nChanged 0
		SP:Iteration 19F (55616.720000 sec): 3 clusters
  Score: Raw -35903.362680 + Penalty 2055.998579 = -33847.364102
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 87 (2167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55616.810000 sec): 2 clusters
  Score: Raw -172862.575516 + Penalty 1248.178588 = -171614.396929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55616.980000 sec): 3 clusters
  Score: Raw -171943.465840 + Penalty 2496.357175 = -169447.108665
  nChanged 777
		SP:Iteration 1F (55617.160000 sec): 3 clusters
  Score: Raw -172495.731503 + Penalty 2496.357175 = -169999.374328
  nChanged 193
		SP:Iteration 2F (55617.340000 sec): 3 clusters
  Score: Raw -172653.371676 + Penalty 2496.357175 = -170157.014501
  nChanged 110
		SP:Iteration 3F (55617.510000 sec): 3 clusters
  Score: Raw -172748.054261 + Penalty 2496.357175 = -170251.697086
  nChanged 103
		SP:Iteration 4Q (55617.680000 sec): 3 clusters
  Score: Raw -172842.542916 + Penalty 2496.357175 = -170346.185741
  nChanged 82
		SP:Iteration 5Q (55617.860000 sec): 3 clusters
  Score: Raw -172899.276400 + Penalty 2496.357175 = -170402.919225
  nChanged 64
		SP:Iteration 6Q (55618.040000 sec): 3 clusters
  Score: Raw -172949.365439 + Penalty 2496.357175 = -170453.008263
  nChanged 55
		SP:Iteration 7Q (55618.210000 sec): 3 clusters
  Score: Raw -172998.241885 + Penalty 2496.357175 = -170501.884709
  nChanged 54
		SP:Iteration 8Q (55618.390000 sec): 3 clusters
  Score: Raw -173044.430406 + Penalty 2496.357175 = -170548.073231
  nChanged 47
		SP:Iteration 9Q (55618.560000 sec): 3 clusters
  Score: Raw -173078.807917 + Penalty 2496.357175 = -170582.450742
  nChanged 38
		SP:Iteration 10Q (55618.740000 sec): 3 clusters
  Score: Raw -173107.946364 + Penalty 2496.357175 = -170611.589189
  nChanged 42
		SP:Iteration 11Q (55618.920000 sec): 3 clusters
  Score: Raw -173134.958602 + Penalty 2496.357175 = -170638.601427
  nChanged 38
		SP:Iteration 12Q (55619.090000 sec): 3 clusters
  Score: Raw -173162.189886 + Penalty 2496.357175 = -170665.832710
  nChanged 29
		SP:Iteration 13Q (55619.300000 sec): 3 clusters
  Score: Raw -173184.186015 + Penalty 2496.357175 = -170687.828839
  nChanged 31
		SP:Iteration 14Q (55619.460000 sec): 3 clusters
  Score: Raw -173204.089983 + Penalty 2496.357175 = -170707.732808
  nChanged 19
		SP:Iteration 15Q (55619.620000 sec): 3 clusters
  Score: Raw -173216.144765 + Penalty 2496.357175 = -170719.787589
  nChanged 17
		SP:Iteration 16Q (55619.780000 sec): 3 clusters
  Score: Raw -173229.453177 + Penalty 2496.357175 = -170733.096001
  nChanged 13
		SP:Iteration 17Q (55619.940000 sec): 3 clusters
  Score: Raw -173236.349734 + Penalty 2496.357175 = -170739.992559
  nChanged 13
		SP:Iteration 18Q (55620.100000 sec): 3 clusters
  Score: Raw -173243.474596 + Penalty 2496.357175 = -170747.117421
  nChanged 13
		SP:Iteration 19Q (55620.260000 sec): 3 clusters
  Score: Raw -173249.285485 + Penalty 2496.357175 = -170752.928310
  nChanged 6
		SP:Iteration 20F (55620.430000 sec): 3 clusters
  Score: Raw -173252.681658 + Penalty 2496.357175 = -170756.324483
  nChanged 6
		SP:Iteration 21Q (55620.540000 sec): 3 clusters
  Score: Raw -173255.896413 + Penalty 2496.357175 = -170759.539237
  nChanged 6
		SP:Iteration 22Q (55620.720000 sec): 3 clusters
  Score: Raw -173259.231770 + Penalty 2496.357175 = -170762.874595
  nChanged 11
		SP:Iteration 23Q (55620.900000 sec): 3 clusters
  Score: Raw -173267.201211 + Penalty 2496.357175 = -170770.844035
  nChanged 11
		SP:Iteration 24Q (55621.070000 sec): 3 clusters
  Score: Raw -173273.071236 + Penalty 2496.357175 = -170776.714061
  nChanged 10
		SP:Iteration 25Q (55621.250000 sec): 3 clusters
  Score: Raw -173278.341446 + Penalty 2496.357175 = -170781.984270
  nChanged 12
		SP:Iteration 26Q (55621.420000 sec): 3 clusters
  Score: Raw -173285.952297 + Penalty 2496.357175 = -170789.595122
  nChanged 13
		SP:Iteration 27Q (55621.600000 sec): 3 clusters
  Score: Raw -173293.069932 + Penalty 2496.357175 = -170796.712757
  nChanged 12
		SP:Iteration 28Q (55621.780000 sec): 3 clusters
  Score: Raw -173301.019396 + Penalty 2496.357175 = -170804.662221
  nChanged 11
		SP:Iteration 29Q (55621.950000 sec): 3 clusters
  Score: Raw -173310.394422 + Penalty 2496.357175 = -170814.037246
  nChanged 15
		SP:Iteration 30Q (55622.130000 sec): 3 clusters
  Score: Raw -173322.159948 + Penalty 2496.357175 = -170825.802772
  nChanged 12
		SP:Iteration 31Q (55622.300000 sec): 3 clusters
  Score: Raw -173332.937248 + Penalty 2496.357175 = -170836.580073
  nChanged 12
		SP:Iteration 32Q (55622.340000 sec): 3 clusters
  Score: Raw -173344.039711 + Penalty 2496.357175 = -170847.682535
  nChanged 18
		SP:Iteration 33Q (55622.390000 sec): 3 clusters
  Score: Raw -173357.686385 + Penalty 2496.357175 = -170861.329210
  nChanged 18
		SP:Iteration 34Q (55622.440000 sec): 3 clusters
  Score: Raw -173370.279054 + Penalty 2496.357175 = -170873.921879
  nChanged 17
		SP:Iteration 35Q (55622.540000 sec): 3 clusters
  Score: Raw -173379.169726 + Penalty 2496.357175 = -170882.812551
  nChanged 8
		SP:Iteration 36Q (55622.580000 sec): 3 clusters
  Score: Raw -173382.174194 + Penalty 2496.357175 = -170885.817019
  nChanged 5
		SP:Iteration 37Q (55622.620000 sec): 3 clusters
  Score: Raw -173384.719499 + Penalty 2496.357175 = -170888.362324
  nChanged 4
		SP:Iteration 38Q (55622.670000 sec): 3 clusters
  Score: Raw -173387.789446 + Penalty 2496.357175 = -170891.432271
  nChanged 8
		SP:Iteration 39Q (55622.710000 sec): 3 clusters
  Score: Raw -173393.810422 + Penalty 2496.357175 = -170897.453247
  nChanged 8
		SP:Iteration 40F (55622.760000 sec): 3 clusters
  Score: Raw -173397.602614 + Penalty 2496.357175 = -170901.245439
  nChanged 6
		SP:Iteration 41Q (55622.800000 sec): 3 clusters
  Score: Raw -173400.090853 + Penalty 2496.357175 = -170903.733678
  nChanged 5
		SP:Iteration 42Q (55622.840000 sec): 3 clusters
  Score: Raw -173401.162965 + Penalty 2496.357175 = -170904.805790
  nChanged 4
		SP:Iteration 43Q (55622.890000 sec): 3 clusters
  Score: Raw -173402.655054 + Penalty 2496.357175 = -170906.297878
  nChanged 5
		SP:Iteration 44Q (55622.930000 sec): 3 clusters
  Score: Raw -173405.618536 + Penalty 2496.357175 = -170909.261360
  nChanged 5
		SP:Iteration 45Q (55622.970000 sec): 3 clusters
  Score: Raw -173408.208866 + Penalty 2496.357175 = -170911.851690
  nChanged 2
		SP:Iteration 46Q (55623.020000 sec): 3 clusters
  Score: Raw -173409.869152 + Penalty 2496.357175 = -170913.511976
  nChanged 2
		SP:Iteration 47Q (55623.060000 sec): 3 clusters
  Score: Raw -173411.301902 + Penalty 2496.357175 = -170914.944726
  nChanged 6
		SP:Iteration 48Q (55623.100000 sec): 3 clusters
  Score: Raw -173415.141376 + Penalty 2496.357175 = -170918.784201
  nChanged 3
		SP:Iteration 49Q (55623.150000 sec): 3 clusters
  Score: Raw -173418.317145 + Penalty 2496.357175 = -170921.959970
  nChanged 3
		SP:Iteration 50Q (55623.190000 sec): 3 clusters
  Score: Raw -173421.552549 + Penalty 2496.357175 = -170925.195373
  nChanged 4
		SP:Iteration 51Q (55623.240000 sec): 3 clusters
  Score: Raw -173423.545225 + Penalty 2496.357175 = -170927.188049
  nChanged 2
		SP:Iteration 52Q (55623.280000 sec): 3 clusters
  Score: Raw -173424.619825 + Penalty 2496.357175 = -170928.262649
  nChanged 3
		SP:Iteration 53Q (55623.320000 sec): 3 clusters
  Score: Raw -173426.286327 + Penalty 2496.357175 = -170929.929151
  nChanged 3
		SP:Iteration 54Q (55623.360000 sec): 3 clusters
  Score: Raw -173427.858351 + Penalty 2496.357175 = -170931.501175
  nChanged 2
		SP:Iteration 55Q (55623.410000 sec): 3 clusters
  Score: Raw -173428.705378 + Penalty 2496.357175 = -170932.348203
  nChanged 0
		SP:Iteration 56F (55623.450000 sec): 3 clusters
  Score: Raw -173428.705378 + Penalty 2496.357175 = -170932.348203
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 88 (3341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55623.530000 sec): 2 clusters
  Score: Raw -265943.648989 + Penalty 1318.529134 = -264625.119854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55623.680000 sec): 3 clusters
  Score: Raw -264368.094308 + Penalty 2637.058269 = -261731.036039
  nChanged 1343
		SP:Iteration 1F (55623.740000 sec): 3 clusters
  Score: Raw -265381.301568 + Penalty 2637.058269 = -262744.243299
  nChanged 324
		SP:Iteration 2F (55623.810000 sec): 3 clusters
  Score: Raw -265633.363950 + Penalty 2637.058269 = -262996.305681
  nChanged 202
		SP:Iteration 3F (55623.870000 sec): 3 clusters
  Score: Raw -265774.677420 + Penalty 2637.058269 = -263137.619151
  nChanged 132
		SP:Iteration 4Q (55623.940000 sec): 3 clusters
  Score: Raw -265876.053395 + Penalty 2637.058269 = -263238.995126
  nChanged 132
		SP:Iteration 5Q (55624.010000 sec): 3 clusters
  Score: Raw -265958.526802 + Penalty 2637.058269 = -263321.468533
  nChanged 109
		SP:Iteration 6Q (55624.080000 sec): 3 clusters
  Score: Raw -266025.978104 + Penalty 2637.058269 = -263388.919835
  nChanged 72
		SP:Iteration 7Q (55624.140000 sec): 3 clusters
  Score: Raw -266062.954825 + Penalty 2637.058269 = -263425.896557
  nChanged 53
		SP:Iteration 8Q (55624.200000 sec): 3 clusters
  Score: Raw -266089.656136 + Penalty 2637.058269 = -263452.597867
  nChanged 45
		SP:Iteration 9Q (55624.260000 sec): 3 clusters
  Score: Raw -266109.071431 + Penalty 2637.058269 = -263472.013162
  nChanged 49
		SP:Iteration 10Q (55624.330000 sec): 3 clusters
  Score: Raw -266130.911801 + Penalty 2637.058269 = -263493.853532
  nChanged 40
		SP:Iteration 11Q (55624.390000 sec): 3 clusters
  Score: Raw -266149.075450 + Penalty 2637.058269 = -263512.017181
  nChanged 40
		SP:Iteration 12Q (55624.450000 sec): 3 clusters
  Score: Raw -266167.356546 + Penalty 2637.058269 = -263530.298277
  nChanged 33
		SP:Iteration 13Q (55624.510000 sec): 3 clusters
  Score: Raw -266178.215717 + Penalty 2637.058269 = -263541.157449
  nChanged 25
		SP:Iteration 14Q (55624.580000 sec): 3 clusters
  Score: Raw -266190.621731 + Penalty 2637.058269 = -263553.563462
  nChanged 26
		SP:Iteration 15Q (55624.640000 sec): 3 clusters
  Score: Raw -266204.673513 + Penalty 2637.058269 = -263567.615244
  nChanged 26
		SP:Iteration 16Q (55624.700000 sec): 3 clusters
  Score: Raw -266221.233682 + Penalty 2637.058269 = -263584.175414
  nChanged 27
		SP:Iteration 17Q (55624.760000 sec): 3 clusters
  Score: Raw -266230.595749 + Penalty 2637.058269 = -263593.537480
  nChanged 19
		SP:Iteration 18Q (55624.830000 sec): 3 clusters
  Score: Raw -266238.397245 + Penalty 2637.058269 = -263601.338976
  nChanged 17
		SP:Iteration 19Q (55625.000000 sec): 3 clusters
  Score: Raw -266245.858918 + Penalty 2637.058269 = -263608.800649
  nChanged 10
		SP:Iteration 20F (55625.070000 sec): 3 clusters
  Score: Raw -266248.522549 + Penalty 2637.058269 = -263611.464280
  nChanged 9
		SP:Iteration 21Q (55625.140000 sec): 3 clusters
  Score: Raw -266252.226889 + Penalty 2637.058269 = -263615.168620
  nChanged 8
		SP:Iteration 22Q (55625.200000 sec): 3 clusters
  Score: Raw -266253.953551 + Penalty 2637.058269 = -263616.895283
  nChanged 3
		SP:Iteration 23Q (55625.260000 sec): 3 clusters
  Score: Raw -266254.740003 + Penalty 2637.058269 = -263617.681734
  nChanged 3
		SP:Iteration 24Q (55625.320000 sec): 3 clusters
  Score: Raw -266255.436134 + Penalty 2637.058269 = -263618.377866
  nChanged 2
		SP:Iteration 25Q (55625.380000 sec): 3 clusters
  Score: Raw -266255.959586 + Penalty 2637.058269 = -263618.901317
  nChanged 0
		SP:Iteration 26F (55625.440000 sec): 3 clusters
  Score: Raw -266255.959586 + Penalty 2637.058269 = -263618.901317
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 89 (5838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55625.530000 sec): 2 clusters
  Score: Raw -487840.458520 + Penalty 1409.223327 = -486431.235193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55625.640000 sec): 3 clusters
  Score: Raw -484791.745849 + Penalty 2818.446654 = -481973.299195
  nChanged 2371
		SP:Iteration 1F (55625.740000 sec): 3 clusters
  Score: Raw -486277.454188 + Penalty 2818.446654 = -483459.007534
  nChanged 530
		SP:Iteration 2F (55625.840000 sec): 3 clusters
  Score: Raw -486704.650933 + Penalty 2818.446654 = -483886.204279
  nChanged 456
		SP:Iteration 3F (55626.040000 sec): 3 clusters
  Score: Raw -487069.976824 + Penalty 2818.446654 = -484251.530169
  nChanged 378
		SP:Iteration 4F (55626.260000 sec): 3 clusters
  Score: Raw -487333.768197 + Penalty 2818.446654 = -484515.321543
  nChanged 274
		SP:Iteration 5Q (55626.430000 sec): 3 clusters
  Score: Raw -487487.041881 + Penalty 2818.446654 = -484668.595227
  nChanged 200
		SP:Iteration 6Q (55626.610000 sec): 3 clusters
  Score: Raw -487572.200352 + Penalty 2818.446654 = -484753.753698
  nChanged 139
		SP:Iteration 7Q (55626.750000 sec): 3 clusters
  Score: Raw -487634.849074 + Penalty 2818.446654 = -484816.402419
  nChanged 114
		SP:Iteration 8Q (55626.920000 sec): 3 clusters
  Score: Raw -487690.439818 + Penalty 2818.446654 = -484871.993164
  nChanged 113
		SP:Iteration 9Q (55627.080000 sec): 3 clusters
  Score: Raw -487745.696992 + Penalty 2818.446654 = -484927.250337
  nChanged 115
		SP:Iteration 10Q (55627.250000 sec): 3 clusters
  Score: Raw -487804.481387 + Penalty 2818.446654 = -484986.034733
  nChanged 96
		SP:Iteration 11Q (55627.420000 sec): 3 clusters
  Score: Raw -487842.933988 + Penalty 2818.446654 = -485024.487334
  nChanged 95
		SP:Iteration 12Q (55627.590000 sec): 3 clusters
  Score: Raw -487878.663835 + Penalty 2818.446654 = -485060.217180
  nChanged 88
		SP:Iteration 13Q (55627.760000 sec): 3 clusters
  Score: Raw -487922.194066 + Penalty 2818.446654 = -485103.747412
  nChanged 103
		SP:Iteration 14Q (55627.930000 sec): 3 clusters
  Score: Raw -487970.379820 + Penalty 2818.446654 = -485151.933166
  nChanged 94
		SP:Iteration 15Q (55628.100000 sec): 3 clusters
  Score: Raw -488008.338017 + Penalty 2818.446654 = -485189.891363
  nChanged 96
		SP:Iteration 16Q (55628.260000 sec): 3 clusters
  Score: Raw -488044.348823 + Penalty 2818.446654 = -485225.902169
  nChanged 99
		SP:Iteration 17Q (55628.430000 sec): 3 clusters
  Score: Raw -488080.766005 + Penalty 2818.446654 = -485262.319351
  nChanged 97
		SP:Iteration 18Q (55628.600000 sec): 3 clusters
  Score: Raw -488116.874248 + Penalty 2818.446654 = -485298.427594
  nChanged 82
		SP:Iteration 19Q (55628.770000 sec): 3 clusters
  Score: Raw -488147.424797 + Penalty 2818.446654 = -485328.978143
  nChanged 80
		SP:Iteration 20F (55628.940000 sec): 3 clusters
  Score: Raw -488184.715590 + Penalty 2818.446654 = -485366.268936
  nChanged 72
		SP:Iteration 21Q (55629.100000 sec): 3 clusters
  Score: Raw -488214.560595 + Penalty 2818.446654 = -485396.113941
  nChanged 73
		SP:Iteration 22Q (55629.270000 sec): 3 clusters
  Score: Raw -488245.079320 + Penalty 2818.446654 = -485426.632665
  nChanged 77
		SP:Iteration 23Q (55629.480000 sec): 3 clusters
  Score: Raw -488283.118425 + Penalty 2818.446654 = -485464.671770
  nChanged 77
		SP:Iteration 24Q (55629.660000 sec): 3 clusters
  Score: Raw -488320.650454 + Penalty 2818.446654 = -485502.203799
  nChanged 87
		SP:Iteration 25Q (55629.790000 sec): 3 clusters
  Score: Raw -488362.065810 + Penalty 2818.446654 = -485543.619155
  nChanged 89
		SP:Iteration 26Q (55629.960000 sec): 3 clusters
  Score: Raw -488405.300878 + Penalty 2818.446654 = -485586.854223
  nChanged 68
		SP:Iteration 27Q (55630.130000 sec): 3 clusters
  Score: Raw -488440.860355 + Penalty 2818.446654 = -485622.413701
  nChanged 89
		SP:Iteration 28Q (55630.300000 sec): 3 clusters
  Score: Raw -488482.254519 + Penalty 2818.446654 = -485663.807865
  nChanged 80
		SP:Iteration 29Q (55630.460000 sec): 3 clusters
  Score: Raw -488515.684835 + Penalty 2818.446654 = -485697.238181
  nChanged 64
		SP:Iteration 30Q (55630.630000 sec): 3 clusters
  Score: Raw -488547.043732 + Penalty 2818.446654 = -485728.597078
  nChanged 56
		SP:Iteration 31Q (55630.800000 sec): 3 clusters
  Score: Raw -488570.301448 + Penalty 2818.446654 = -485751.854794
  nChanged 47
		SP:Iteration 32Q (55630.970000 sec): 3 clusters
  Score: Raw -488591.781356 + Penalty 2818.446654 = -485773.334702
  nChanged 51
		SP:Iteration 33Q (55631.140000 sec): 3 clusters
  Score: Raw -488613.020620 + Penalty 2818.446654 = -485794.573965
  nChanged 45
		SP:Iteration 34Q (55631.310000 sec): 3 clusters
  Score: Raw -488626.642769 + Penalty 2818.446654 = -485808.196115
  nChanged 32
		SP:Iteration 35Q (55631.480000 sec): 3 clusters
  Score: Raw -488634.939737 + Penalty 2818.446654 = -485816.493083
  nChanged 26
		SP:Iteration 36Q (55631.640000 sec): 3 clusters
  Score: Raw -488643.002349 + Penalty 2818.446654 = -485824.555695
  nChanged 31
		SP:Iteration 37Q (55631.810000 sec): 3 clusters
  Score: Raw -488651.344079 + Penalty 2818.446654 = -485832.897424
  nChanged 20
		SP:Iteration 38Q (55631.980000 sec): 3 clusters
  Score: Raw -488657.663441 + Penalty 2818.446654 = -485839.216787
  nChanged 22
		SP:Iteration 39Q (55632.150000 sec): 3 clusters
  Score: Raw -488665.608852 + Penalty 2818.446654 = -485847.162198
  nChanged 16
		SP:Iteration 40F (55632.320000 sec): 3 clusters
  Score: Raw -488670.713136 + Penalty 2818.446654 = -485852.266482
  nChanged 15
		SP:Iteration 41Q (55632.490000 sec): 3 clusters
  Score: Raw -488674.643448 + Penalty 2818.446654 = -485856.196794
  nChanged 13
		SP:Iteration 42Q (55632.660000 sec): 3 clusters
  Score: Raw -488678.601037 + Penalty 2818.446654 = -485860.154383
  nChanged 16
		SP:Iteration 43Q (55632.820000 sec): 3 clusters
  Score: Raw -488683.110214 + Penalty 2818.446654 = -485864.663560
  nChanged 9
		SP:Iteration 44Q (55632.990000 sec): 3 clusters
  Score: Raw -488685.926506 + Penalty 2818.446654 = -485867.479852
  nChanged 7
		SP:Iteration 45Q (55633.160000 sec): 3 clusters
  Score: Raw -488688.007824 + Penalty 2818.446654 = -485869.561169
  nChanged 3
		SP:Iteration 46Q (55633.330000 sec): 3 clusters
  Score: Raw -488689.028298 + Penalty 2818.446654 = -485870.581644
  nChanged 2
		SP:Iteration 47Q (55633.500000 sec): 3 clusters
  Score: Raw -488689.502516 + Penalty 2818.446654 = -485871.055861
  nChanged 2
		SP:Iteration 48Q (55633.670000 sec): 3 clusters
  Score: Raw -488690.140756 + Penalty 2818.446654 = -485871.694102
  nChanged 4
		SP:Iteration 49Q (55633.760000 sec): 3 clusters
  Score: Raw -488691.514053 + Penalty 2818.446654 = -485873.067398
  nChanged 5
		SP:Iteration 50Q (55633.860000 sec): 3 clusters
  Score: Raw -488692.604652 + Penalty 2818.446654 = -485874.157998
  nChanged 5
		SP:Iteration 51Q (55634.050000 sec): 3 clusters
  Score: Raw -488693.354670 + Penalty 2818.446654 = -485874.908016
  nChanged 2
		SP:Iteration 52Q (55634.220000 sec): 3 clusters
  Score: Raw -488693.854140 + Penalty 2818.446654 = -485875.407485
  nChanged 5
		SP:Iteration 53Q (55634.380000 sec): 3 clusters
  Score: Raw -488695.086408 + Penalty 2818.446654 = -485876.639754
  nChanged 2
		SP:Iteration 54Q (55634.580000 sec): 3 clusters
  Score: Raw -488696.022614 + Penalty 2818.446654 = -485877.575960
  nChanged 1
		SP:Iteration 55Q (55634.730000 sec): 3 clusters
  Score: Raw -488696.288609 + Penalty 2818.446654 = -485877.841954
  nChanged 1
		SP:Iteration 56Q (55634.890000 sec): 3 clusters
  Score: Raw -488697.108501 + Penalty 2818.446654 = -485878.661847
  nChanged 3
		SP:Iteration 57Q (55635.080000 sec): 3 clusters
  Score: Raw -488697.961333 + Penalty 2818.446654 = -485879.514679
  nChanged 2
		SP:Iteration 58Q (55635.240000 sec): 3 clusters
  Score: Raw -488698.419913 + Penalty 2818.446654 = -485879.973259
  nChanged 1
		SP:Iteration 59Q (55635.450000 sec): 3 clusters
  Score: Raw -488698.495566 + Penalty 2818.446654 = -485880.048912
  nChanged 1
		SP:Iteration 60F (55635.630000 sec): 3 clusters
  Score: Raw -488698.720976 + Penalty 2818.446654 = -485880.274322
  nChanged 1
		SP:Iteration 61Q (55635.800000 sec): 3 clusters
  Score: Raw -488698.984645 + Penalty 2818.446654 = -485880.537991
  nChanged 2
		SP:Iteration 62Q (55635.970000 sec): 3 clusters
  Score: Raw -488699.378707 + Penalty 2818.446654 = -485880.932053
  nChanged 1
		SP:Iteration 63Q (55636.140000 sec): 3 clusters
  Score: Raw -488699.795700 + Penalty 2818.446654 = -485881.349046
  nChanged 3
		SP:Iteration 64Q (55636.300000 sec): 3 clusters
  Score: Raw -488700.249307 + Penalty 2818.446654 = -485881.802653
  nChanged 1
		SP:Iteration 65Q (55636.470000 sec): 3 clusters
  Score: Raw -488700.318887 + Penalty 2818.446654 = -485881.872233
  nChanged 1
		SP:Iteration 66Q (55636.640000 sec): 3 clusters
  Score: Raw -488700.504362 + Penalty 2818.446654 = -485882.057707
  nChanged 1
		SP:Iteration 67Q (55636.810000 sec): 3 clusters
  Score: Raw -488700.886427 + Penalty 2818.446654 = -485882.439772
  nChanged 3
		SP:Iteration 68Q (55636.980000 sec): 3 clusters
  Score: Raw -488701.660807 + Penalty 2818.446654 = -485883.214152
  nChanged 2
		SP:Iteration 69Q (55637.150000 sec): 3 clusters
  Score: Raw -488702.113927 + Penalty 2818.446654 = -485883.667273
  nChanged 1
		SP:Iteration 70Q (55637.320000 sec): 3 clusters
  Score: Raw -488702.428241 + Penalty 2818.446654 = -485883.981587
  nChanged 0
		SP:Iteration 71F (55637.480000 sec): 3 clusters
  Score: Raw -488702.428241 + Penalty 2818.446654 = -485883.981587
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 90 (5149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55637.600000 sec): 2 clusters
  Score: Raw -435939.988516 + Penalty 1388.815643 = -434551.172874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55637.780000 sec): 3 clusters
  Score: Raw -433270.805959 + Penalty 2777.631285 = -430493.174674
  nChanged 2108
		SP:Iteration 1F (55637.930000 sec): 3 clusters
  Score: Raw -434641.774898 + Penalty 2777.631285 = -431864.143613
  nChanged 499
		SP:Iteration 2F (55638.030000 sec): 3 clusters
  Score: Raw -435076.206832 + Penalty 2777.631285 = -432298.575547
  nChanged 424
		SP:Iteration 3F (55638.220000 sec): 3 clusters
  Score: Raw -435449.454652 + Penalty 2777.631285 = -432671.823367
  nChanged 343
		SP:Iteration 4F (55638.440000 sec): 3 clusters
  Score: Raw -435766.723040 + Penalty 2777.631285 = -432989.091755
  nChanged 279
		SP:Iteration 5F (55638.620000 sec): 3 clusters
  Score: Raw -436023.936887 + Penalty 2777.631285 = -433246.305602
  nChanged 200
		SP:Iteration 6Q (55638.800000 sec): 3 clusters
  Score: Raw -436182.102441 + Penalty 2777.631285 = -433404.471156
  nChanged 149
		SP:Iteration 7Q (55638.980000 sec): 3 clusters
  Score: Raw -436275.666479 + Penalty 2777.631285 = -433498.035194
  nChanged 99
		SP:Iteration 8Q (55639.130000 sec): 3 clusters
  Score: Raw -436326.298330 + Penalty 2777.631285 = -433548.667045
  nChanged 73
		SP:Iteration 9Q (55639.300000 sec): 3 clusters
  Score: Raw -436355.906553 + Penalty 2777.631285 = -433578.275268
  nChanged 48
		SP:Iteration 10Q (55639.480000 sec): 3 clusters
  Score: Raw -436376.841076 + Penalty 2777.631285 = -433599.209791
  nChanged 38
		SP:Iteration 11Q (55639.650000 sec): 3 clusters
  Score: Raw -436393.661550 + Penalty 2777.631285 = -433616.030265
  nChanged 36
		SP:Iteration 12Q (55639.820000 sec): 3 clusters
  Score: Raw -436407.108684 + Penalty 2777.631285 = -433629.477399
  nChanged 26
		SP:Iteration 13Q (55640.000000 sec): 3 clusters
  Score: Raw -436416.975359 + Penalty 2777.631285 = -433639.344074
  nChanged 23
		SP:Iteration 14Q (55640.170000 sec): 3 clusters
  Score: Raw -436425.575236 + Penalty 2777.631285 = -433647.943951
  nChanged 29
		SP:Iteration 15Q (55640.350000 sec): 3 clusters
  Score: Raw -436439.316548 + Penalty 2777.631285 = -433661.685263
  nChanged 24
		SP:Iteration 16Q (55640.520000 sec): 3 clusters
  Score: Raw -436450.023902 + Penalty 2777.631285 = -433672.392617
  nChanged 29
		SP:Iteration 17Q (55640.700000 sec): 3 clusters
  Score: Raw -436461.956122 + Penalty 2777.631285 = -433684.324837
  nChanged 30
		SP:Iteration 18Q (55640.870000 sec): 3 clusters
  Score: Raw -436469.955934 + Penalty 2777.631285 = -433692.324649
  nChanged 21
		SP:Iteration 19Q (55641.050000 sec): 3 clusters
  Score: Raw -436476.741781 + Penalty 2777.631285 = -433699.110496
  nChanged 15
		SP:Iteration 20F (55641.220000 sec): 3 clusters
  Score: Raw -436481.474076 + Penalty 2777.631285 = -433703.842791
  nChanged 16
		SP:Iteration 21Q (55641.390000 sec): 3 clusters
  Score: Raw -436485.825214 + Penalty 2777.631285 = -433708.193929
  nChanged 11
		SP:Iteration 22Q (55641.570000 sec): 3 clusters
  Score: Raw -436489.281372 + Penalty 2777.631285 = -433711.650087
  nChanged 12
		SP:Iteration 23Q (55641.740000 sec): 3 clusters
  Score: Raw -436495.089586 + Penalty 2777.631285 = -433717.458301
  nChanged 18
		SP:Iteration 24Q (55641.920000 sec): 3 clusters
  Score: Raw -436500.937286 + Penalty 2777.631285 = -433723.306001
  nChanged 20
		SP:Iteration 25Q (55642.090000 sec): 3 clusters
  Score: Raw -436506.960060 + Penalty 2777.631285 = -433729.328775
  nChanged 19
		SP:Iteration 26Q (55642.270000 sec): 3 clusters
  Score: Raw -436513.831809 + Penalty 2777.631285 = -433736.200524
  nChanged 21
		SP:Iteration 27Q (55642.440000 sec): 3 clusters
  Score: Raw -436524.528270 + Penalty 2777.631285 = -433746.896985
  nChanged 27
		SP:Iteration 28Q (55642.610000 sec): 3 clusters
  Score: Raw -436534.676371 + Penalty 2777.631285 = -433757.045086
  nChanged 25
		SP:Iteration 29Q (55642.790000 sec): 3 clusters
  Score: Raw -436545.591188 + Penalty 2777.631285 = -433767.959903
  nChanged 22
		SP:Iteration 30Q (55642.970000 sec): 3 clusters
  Score: Raw -436554.413851 + Penalty 2777.631285 = -433776.782566
  nChanged 12
		SP:Iteration 31Q (55643.140000 sec): 3 clusters
  Score: Raw -436558.056015 + Penalty 2777.631285 = -433780.424730
  nChanged 8
		SP:Iteration 32Q (55643.360000 sec): 3 clusters
  Score: Raw -436560.486929 + Penalty 2777.631285 = -433782.855644
  nChanged 6
		SP:Iteration 33Q (55643.530000 sec): 3 clusters
  Score: Raw -436562.098174 + Penalty 2777.631285 = -433784.466889
  nChanged 4
		SP:Iteration 34Q (55643.710000 sec): 3 clusters
  Score: Raw -436562.867574 + Penalty 2777.631285 = -433785.236289
  nChanged 3
		SP:Iteration 35Q (55643.880000 sec): 3 clusters
  Score: Raw -436563.333718 + Penalty 2777.631285 = -433785.702433
  nChanged 2
		SP:Iteration 36Q (55644.050000 sec): 3 clusters
  Score: Raw -436563.747949 + Penalty 2777.631285 = -433786.116664
  nChanged 2
		SP:Iteration 37Q (55644.230000 sec): 3 clusters
  Score: Raw -436564.624904 + Penalty 2777.631285 = -433786.993619
  nChanged 2
		SP:Iteration 38Q (55644.400000 sec): 3 clusters
  Score: Raw -436564.981353 + Penalty 2777.631285 = -433787.350068
  nChanged 2
		SP:Iteration 39Q (55644.580000 sec): 3 clusters
  Score: Raw -436565.316515 + Penalty 2777.631285 = -433787.685230
  nChanged 2
		SP:Iteration 40F (55644.750000 sec): 3 clusters
  Score: Raw -436565.567343 + Penalty 2777.631285 = -433787.936058
  nChanged 2
		SP:Iteration 41Q (55644.930000 sec): 3 clusters
  Score: Raw -436566.281923 + Penalty 2777.631285 = -433788.650638
  nChanged 1
		SP:Iteration 42Q (55645.100000 sec): 3 clusters
  Score: Raw -436566.444210 + Penalty 2777.631285 = -433788.812925
  nChanged 1
		SP:Iteration 43Q (55645.270000 sec): 3 clusters
  Score: Raw -436566.506692 + Penalty 2777.631285 = -433788.875407
  nChanged 1
		SP:Iteration 44Q (55645.450000 sec): 3 clusters
  Score: Raw -436566.599747 + Penalty 2777.631285 = -433788.968462
  nChanged 0
		SP:Iteration 45F (55645.620000 sec): 3 clusters
  Score: Raw -436566.599747 + Penalty 2777.631285 = -433788.968462
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 91 (3658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55645.710000 sec): 2 clusters
  Score: Raw -308698.606235 + Penalty 1333.259172 = -307365.347063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55645.890000 sec): 3 clusters
  Score: Raw -306958.386164 + Penalty 2666.518344 = -304291.867819
  nChanged 1410
		SP:Iteration 1F (55646.070000 sec): 3 clusters
  Score: Raw -307916.701710 + Penalty 2666.518344 = -305250.183365
  nChanged 331
		SP:Iteration 2F (55646.240000 sec): 3 clusters
  Score: Raw -308241.693086 + Penalty 2666.518344 = -305575.174741
  nChanged 275
		SP:Iteration 3F (55646.420000 sec): 3 clusters
  Score: Raw -308532.752798 + Penalty 2666.518344 = -305866.234453
  nChanged 249
		SP:Iteration 4F (55646.590000 sec): 3 clusters
  Score: Raw -308780.072276 + Penalty 2666.518344 = -306113.553932
  nChanged 188
		SP:Iteration 5F (55646.770000 sec): 3 clusters
  Score: Raw -308942.754739 + Penalty 2666.518344 = -306276.236394
  nChanged 137
		SP:Iteration 6Q (55646.950000 sec): 3 clusters
  Score: Raw -309035.967574 + Penalty 2666.518344 = -306369.449230
  nChanged 95
		SP:Iteration 7Q (55647.120000 sec): 3 clusters
  Score: Raw -309101.939241 + Penalty 2666.518344 = -306435.420896
  nChanged 72
		SP:Iteration 8Q (55647.300000 sec): 3 clusters
  Score: Raw -309138.638786 + Penalty 2666.518344 = -306472.120442
  nChanged 46
		SP:Iteration 9Q (55647.470000 sec): 3 clusters
  Score: Raw -309161.430614 + Penalty 2666.518344 = -306494.912270
  nChanged 39
		SP:Iteration 10Q (55647.650000 sec): 3 clusters
  Score: Raw -309176.790693 + Penalty 2666.518344 = -306510.272348
  nChanged 17
		SP:Iteration 11Q (55647.830000 sec): 3 clusters
  Score: Raw -309183.367646 + Penalty 2666.518344 = -306516.849302
  nChanged 14
		SP:Iteration 12Q (55648.000000 sec): 3 clusters
  Score: Raw -309188.187410 + Penalty 2666.518344 = -306521.669066
  nChanged 14
		SP:Iteration 13Q (55648.180000 sec): 3 clusters
  Score: Raw -309193.935021 + Penalty 2666.518344 = -306527.416677
  nChanged 10
		SP:Iteration 14Q (55648.350000 sec): 3 clusters
  Score: Raw -309196.577875 + Penalty 2666.518344 = -306530.059531
  nChanged 5
		SP:Iteration 15Q (55648.530000 sec): 3 clusters
  Score: Raw -309198.806268 + Penalty 2666.518344 = -306532.287924
  nChanged 8
		SP:Iteration 16Q (55648.710000 sec): 3 clusters
  Score: Raw -309202.621888 + Penalty 2666.518344 = -306536.103544
  nChanged 6
		SP:Iteration 17Q (55648.880000 sec): 3 clusters
  Score: Raw -309204.466558 + Penalty 2666.518344 = -306537.948213
  nChanged 5
		SP:Iteration 18Q (55649.060000 sec): 3 clusters
  Score: Raw -309205.524816 + Penalty 2666.518344 = -306539.006471
  nChanged 4
		SP:Iteration 19Q (55649.230000 sec): 3 clusters
  Score: Raw -309206.609875 + Penalty 2666.518344 = -306540.091531
  nChanged 1
		SP:Iteration 20F (55649.410000 sec): 3 clusters
  Score: Raw -309206.768775 + Penalty 2666.518344 = -306540.250430
  nChanged 4
		SP:Iteration 21Q (55649.590000 sec): 3 clusters
  Score: Raw -309207.783541 + Penalty 2666.518344 = -306541.265197
  nChanged 3
		SP:Iteration 22Q (55649.760000 sec): 3 clusters
  Score: Raw -309208.718689 + Penalty 2666.518344 = -306542.200345
  nChanged 3
		SP:Iteration 23Q (55649.930000 sec): 3 clusters
  Score: Raw -309210.028254 + Penalty 2666.518344 = -306543.509909
  nChanged 6
		SP:Iteration 24Q (55650.110000 sec): 3 clusters
  Score: Raw -309211.485687 + Penalty 2666.518344 = -306544.967342
  nChanged 5
		SP:Iteration 25Q (55650.260000 sec): 3 clusters
  Score: Raw -309212.892057 + Penalty 2666.518344 = -306546.373712
  nChanged 7
		SP:Iteration 26Q (55650.420000 sec): 3 clusters
  Score: Raw -309215.492378 + Penalty 2666.518344 = -306548.974033
  nChanged 6
		SP:Iteration 27Q (55650.590000 sec): 3 clusters
  Score: Raw -309217.257313 + Penalty 2666.518344 = -306550.738969
  nChanged 6
		SP:Iteration 28Q (55650.770000 sec): 3 clusters
  Score: Raw -309218.311902 + Penalty 2666.518344 = -306551.793558
  nChanged 4
		SP:Iteration 29Q (55650.920000 sec): 3 clusters
  Score: Raw -309219.562575 + Penalty 2666.518344 = -306553.044230
  nChanged 6
		SP:Iteration 30Q (55651.050000 sec): 3 clusters
  Score: Raw -309221.644841 + Penalty 2666.518344 = -306555.126497
  nChanged 4
		SP:Iteration 31Q (55651.130000 sec): 3 clusters
  Score: Raw -309222.482100 + Penalty 2666.518344 = -306555.963756
  nChanged 5
		SP:Iteration 32Q (55651.200000 sec): 3 clusters
  Score: Raw -309224.637882 + Penalty 2666.518344 = -306558.119538
  nChanged 2
		SP:Iteration 33Q (55651.280000 sec): 3 clusters
  Score: Raw -309225.008902 + Penalty 2666.518344 = -306558.490558
  nChanged 3
		SP:Iteration 34Q (55651.350000 sec): 3 clusters
  Score: Raw -309225.994119 + Penalty 2666.518344 = -306559.475774
  nChanged 1
		SP:Iteration 35Q (55651.430000 sec): 3 clusters
  Score: Raw -309226.282750 + Penalty 2666.518344 = -306559.764405
  nChanged 2
		SP:Iteration 36Q (55651.510000 sec): 3 clusters
  Score: Raw -309226.635304 + Penalty 2666.518344 = -306560.116959
  nChanged 5
		SP:Iteration 37Q (55651.580000 sec): 3 clusters
  Score: Raw -309229.295623 + Penalty 2666.518344 = -306562.777278
  nChanged 7
		SP:Iteration 38Q (55651.650000 sec): 3 clusters
  Score: Raw -309232.910375 + Penalty 2666.518344 = -306566.392030
  nChanged 9
		SP:Iteration 39Q (55651.730000 sec): 3 clusters
  Score: Raw -309235.260671 + Penalty 2666.518344 = -306568.742327
  nChanged 3
		SP:Iteration 40F (55651.810000 sec): 3 clusters
  Score: Raw -309236.477833 + Penalty 2666.518344 = -306569.959488
  nChanged 7
		SP:Iteration 41Q (55651.880000 sec): 3 clusters
  Score: Raw -309239.314386 + Penalty 2666.518344 = -306572.796041
  nChanged 10
		SP:Iteration 42Q (55651.960000 sec): 3 clusters
  Score: Raw -309242.384662 + Penalty 2666.518344 = -306575.866318
  nChanged 5
		SP:Iteration 43Q (55652.030000 sec): 3 clusters
  Score: Raw -309244.048561 + Penalty 2666.518344 = -306577.530217
  nChanged 3
		SP:Iteration 44Q (55652.110000 sec): 3 clusters
  Score: Raw -309244.662679 + Penalty 2666.518344 = -306578.144334
  nChanged 2
		SP:Iteration 45Q (55652.190000 sec): 3 clusters
  Score: Raw -309245.116240 + Penalty 2666.518344 = -306578.597896
  nChanged 3
		SP:Iteration 46Q (55652.260000 sec): 3 clusters
  Score: Raw -309246.171298 + Penalty 2666.518344 = -306579.652954
  nChanged 7
		SP:Iteration 47Q (55652.330000 sec): 3 clusters
  Score: Raw -309248.429518 + Penalty 2666.518344 = -306581.911173
  nChanged 6
		SP:Iteration 48Q (55652.410000 sec): 3 clusters
  Score: Raw -309250.104495 + Penalty 2666.518344 = -306583.586150
  nChanged 5
		SP:Iteration 49Q (55652.510000 sec): 3 clusters
  Score: Raw -309251.703224 + Penalty 2666.518344 = -306585.184879
  nChanged 3
		SP:Iteration 50Q (55652.690000 sec): 3 clusters
  Score: Raw -309252.555673 + Penalty 2666.518344 = -306586.037328
  nChanged 2
		SP:Iteration 51Q (55652.870000 sec): 3 clusters
  Score: Raw -309253.289128 + Penalty 2666.518344 = -306586.770784
  nChanged 2
		SP:Iteration 52Q (55653.040000 sec): 3 clusters
  Score: Raw -309253.723568 + Penalty 2666.518344 = -306587.205224
  nChanged 0
		SP:Iteration 53F (55653.220000 sec): 3 clusters
  Score: Raw -309253.723568 + Penalty 2666.518344 = -306587.205224
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 92 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55653.320000 sec): 2 clusters
  Score: Raw -313756.109654 + Penalty 1311.725238 = -312444.384416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55653.500000 sec): 3 clusters
  Score: Raw -312245.844868 + Penalty 2623.450475 = -309622.394392
  nChanged 1255
		SP:Iteration 1F (55653.670000 sec): 3 clusters
  Score: Raw -313060.274528 + Penalty 2623.450475 = -310436.824053
  nChanged 280
		SP:Iteration 2F (55653.850000 sec): 3 clusters
  Score: Raw -313303.420672 + Penalty 2623.450475 = -310679.970197
  nChanged 223
		SP:Iteration 3F (55654.030000 sec): 3 clusters
  Score: Raw -313480.255085 + Penalty 2623.450475 = -310856.804610
  nChanged 189
		SP:Iteration 4F (55654.200000 sec): 3 clusters
  Score: Raw -313622.191740 + Penalty 2623.450475 = -310998.741265
  nChanged 135
		SP:Iteration 5Q (55654.380000 sec): 3 clusters
  Score: Raw -313708.193337 + Penalty 2623.450475 = -311084.742862
  nChanged 111
		SP:Iteration 6Q (55654.550000 sec): 3 clusters
  Score: Raw -313787.953323 + Penalty 2623.450475 = -311164.502848
  nChanged 93
		SP:Iteration 7Q (55654.730000 sec): 3 clusters
  Score: Raw -313844.509873 + Penalty 2623.450475 = -311221.059398
  nChanged 69
		SP:Iteration 8Q (55654.910000 sec): 3 clusters
  Score: Raw -313880.119369 + Penalty 2623.450475 = -311256.668894
  nChanged 39
		SP:Iteration 9Q (55655.080000 sec): 3 clusters
  Score: Raw -313895.515384 + Penalty 2623.450475 = -311272.064909
  nChanged 27
		SP:Iteration 10Q (55655.260000 sec): 3 clusters
  Score: Raw -313907.477875 + Penalty 2623.450475 = -311284.027400
  nChanged 21
		SP:Iteration 11Q (55655.430000 sec): 3 clusters
  Score: Raw -313916.984853 + Penalty 2623.450475 = -311293.534378
  nChanged 20
		SP:Iteration 12Q (55655.610000 sec): 3 clusters
  Score: Raw -313925.295459 + Penalty 2623.450475 = -311301.844984
  nChanged 19
		SP:Iteration 13Q (55655.790000 sec): 3 clusters
  Score: Raw -313933.769473 + Penalty 2623.450475 = -311310.318998
  nChanged 19
		SP:Iteration 14Q (55655.960000 sec): 3 clusters
  Score: Raw -313941.419328 + Penalty 2623.450475 = -311317.968853
  nChanged 12
		SP:Iteration 15Q (55656.140000 sec): 3 clusters
  Score: Raw -313945.860879 + Penalty 2623.450475 = -311322.410404
  nChanged 14
		SP:Iteration 16Q (55656.310000 sec): 3 clusters
  Score: Raw -313951.390875 + Penalty 2623.450475 = -311327.940399
  nChanged 9
		SP:Iteration 17Q (55656.490000 sec): 3 clusters
  Score: Raw -313955.291159 + Penalty 2623.450475 = -311331.840684
  nChanged 11
		SP:Iteration 18Q (55656.660000 sec): 3 clusters
  Score: Raw -313959.598380 + Penalty 2623.450475 = -311336.147905
  nChanged 10
		SP:Iteration 19Q (55656.840000 sec): 3 clusters
  Score: Raw -313963.955363 + Penalty 2623.450475 = -311340.504888
  nChanged 8
		SP:Iteration 20F (55657.010000 sec): 3 clusters
  Score: Raw -313966.608986 + Penalty 2623.450475 = -311343.158511
  nChanged 4
		SP:Iteration 21Q (55657.190000 sec): 3 clusters
  Score: Raw -313967.810760 + Penalty 2623.450475 = -311344.360284
  nChanged 6
		SP:Iteration 22Q (55657.370000 sec): 3 clusters
  Score: Raw -313969.539936 + Penalty 2623.450475 = -311346.089460
  nChanged 4
		SP:Iteration 23Q (55657.490000 sec): 3 clusters
  Score: Raw -313971.168071 + Penalty 2623.450475 = -311347.717596
  nChanged 6
		SP:Iteration 24Q (55657.550000 sec): 3 clusters
  Score: Raw -313972.683326 + Penalty 2623.450475 = -311349.232851
  nChanged 4
		SP:Iteration 25Q (55657.630000 sec): 3 clusters
  Score: Raw -313974.141244 + Penalty 2623.450475 = -311350.690769
  nChanged 4
		SP:Iteration 26Q (55657.690000 sec): 3 clusters
  Score: Raw -313975.024902 + Penalty 2623.450475 = -311351.574427
  nChanged 1
		SP:Iteration 27Q (55657.770000 sec): 3 clusters
  Score: Raw -313975.146978 + Penalty 2623.450475 = -311351.696503
  nChanged 3
		SP:Iteration 28Q (55657.840000 sec): 3 clusters
  Score: Raw -313976.338876 + Penalty 2623.450475 = -311352.888401
  nChanged 4
		SP:Iteration 29Q (55657.910000 sec): 3 clusters
  Score: Raw -313977.769128 + Penalty 2623.450475 = -311354.318653
  nChanged 5
		SP:Iteration 30Q (55657.980000 sec): 3 clusters
  Score: Raw -313979.271145 + Penalty 2623.450475 = -311355.820670
  nChanged 5
		SP:Iteration 31Q (55658.050000 sec): 3 clusters
  Score: Raw -313981.124090 + Penalty 2623.450475 = -311357.673615
  nChanged 3
		SP:Iteration 32Q (55658.120000 sec): 3 clusters
  Score: Raw -313982.302849 + Penalty 2623.450475 = -311358.852374
  nChanged 3
		SP:Iteration 33Q (55658.190000 sec): 3 clusters
  Score: Raw -313983.476245 + Penalty 2623.450475 = -311360.025770
  nChanged 2
		SP:Iteration 34Q (55658.260000 sec): 3 clusters
  Score: Raw -313984.114755 + Penalty 2623.450475 = -311360.664280
  nChanged 3
		SP:Iteration 35Q (55658.330000 sec): 3 clusters
  Score: Raw -313985.124378 + Penalty 2623.450475 = -311361.673903
  nChanged 4
		SP:Iteration 36Q (55658.400000 sec): 3 clusters
  Score: Raw -313986.711002 + Penalty 2623.450475 = -311363.260526
  nChanged 3
		SP:Iteration 37Q (55658.470000 sec): 3 clusters
  Score: Raw -313988.601703 + Penalty 2623.450475 = -311365.151228
  nChanged 5
		SP:Iteration 38Q (55658.570000 sec): 3 clusters
  Score: Raw -313990.337695 + Penalty 2623.450475 = -311366.887219
  nChanged 6
		SP:Iteration 39Q (55658.750000 sec): 3 clusters
  Score: Raw -313992.075130 + Penalty 2623.450475 = -311368.624655
  nChanged 2
		SP:Iteration 40F (55658.930000 sec): 3 clusters
  Score: Raw -313992.646974 + Penalty 2623.450475 = -311369.196498
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 93 (4283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55659.060000 sec): 2 clusters
  Score: Raw -346764.006626 + Penalty 1358.891459 = -345405.115167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55659.300000 sec): 3 clusters
  Score: Raw -344599.287276 + Penalty 2717.782918 = -341881.504358
  nChanged 1733
		SP:Iteration 1F (55659.450000 sec): 3 clusters
  Score: Raw -345777.892272 + Penalty 2717.782918 = -343060.109354
  nChanged 439
		SP:Iteration 2F (55659.630000 sec): 3 clusters
  Score: Raw -346208.640941 + Penalty 2717.782918 = -343490.858023
  nChanged 345
		SP:Iteration 3F (55659.800000 sec): 3 clusters
  Score: Raw -346532.366912 + Penalty 2717.782918 = -343814.583994
  nChanged 254
		SP:Iteration 4F (55659.980000 sec): 3 clusters
  Score: Raw -346758.349469 + Penalty 2717.782918 = -344040.566552
  nChanged 193
		SP:Iteration 5Q (55660.150000 sec): 3 clusters
  Score: Raw -346885.550947 + Penalty 2717.782918 = -344167.768030
  nChanged 130
		SP:Iteration 6Q (55660.330000 sec): 3 clusters
  Score: Raw -346964.747449 + Penalty 2717.782918 = -344246.964531
  nChanged 97
		SP:Iteration 7Q (55660.510000 sec): 3 clusters
  Score: Raw -347014.068732 + Penalty 2717.782918 = -344296.285814
  nChanged 61
		SP:Iteration 8Q (55660.680000 sec): 3 clusters
  Score: Raw -347040.599585 + Penalty 2717.782918 = -344322.816667
  nChanged 35
		SP:Iteration 9Q (55660.860000 sec): 3 clusters
  Score: Raw -347055.548954 + Penalty 2717.782918 = -344337.766036
  nChanged 38
		SP:Iteration 10Q (55661.030000 sec): 3 clusters
  Score: Raw -347067.396906 + Penalty 2717.782918 = -344349.613988
  nChanged 28
		SP:Iteration 11Q (55661.210000 sec): 3 clusters
  Score: Raw -347076.344210 + Penalty 2717.782918 = -344358.561293
  nChanged 28
		SP:Iteration 12Q (55661.390000 sec): 3 clusters
  Score: Raw -347088.028351 + Penalty 2717.782918 = -344370.245433
  nChanged 31
		SP:Iteration 13Q (55661.560000 sec): 3 clusters
  Score: Raw -347099.962815 + Penalty 2717.782918 = -344382.179897
  nChanged 17
		SP:Iteration 14Q (55661.740000 sec): 3 clusters
  Score: Raw -347108.375039 + Penalty 2717.782918 = -344390.592122
  nChanged 21
		SP:Iteration 15Q (55661.910000 sec): 3 clusters
  Score: Raw -347116.854755 + Penalty 2717.782918 = -344399.071838
  nChanged 14
		SP:Iteration 16Q (55662.090000 sec): 3 clusters
  Score: Raw -347120.818069 + Penalty 2717.782918 = -344403.035151
  nChanged 15
		SP:Iteration 17Q (55662.270000 sec): 3 clusters
  Score: Raw -347125.366262 + Penalty 2717.782918 = -344407.583345
  nChanged 14
		SP:Iteration 18Q (55662.440000 sec): 3 clusters
  Score: Raw -347130.296911 + Penalty 2717.782918 = -344412.513993
  nChanged 13
		SP:Iteration 19Q (55662.620000 sec): 3 clusters
  Score: Raw -347134.763721 + Penalty 2717.782918 = -344416.980803
  nChanged 15
		SP:Iteration 20F (55662.790000 sec): 3 clusters
  Score: Raw -347140.261342 + Penalty 2717.782918 = -344422.478425
  nChanged 17
		SP:Iteration 21Q (55662.970000 sec): 3 clusters
  Score: Raw -347146.514967 + Penalty 2717.782918 = -344428.732049
  nChanged 16
		SP:Iteration 22Q (55663.150000 sec): 3 clusters
  Score: Raw -347152.147713 + Penalty 2717.782918 = -344434.364795
  nChanged 10
		SP:Iteration 23Q (55663.320000 sec): 3 clusters
  Score: Raw -347156.706348 + Penalty 2717.782918 = -344438.923431
  nChanged 16
		SP:Iteration 24Q (55663.500000 sec): 3 clusters
  Score: Raw -347160.865296 + Penalty 2717.782918 = -344443.082378
  nChanged 10
		SP:Iteration 25Q (55663.660000 sec): 3 clusters
  Score: Raw -347163.614627 + Penalty 2717.782918 = -344445.831709
  nChanged 10
		SP:Iteration 26Q (55663.830000 sec): 3 clusters
  Score: Raw -347166.061292 + Penalty 2717.782918 = -344448.278374
  nChanged 5
		SP:Iteration 27Q (55663.930000 sec): 3 clusters
  Score: Raw -347167.139660 + Penalty 2717.782918 = -344449.356743
  nChanged 7
		SP:Iteration 28Q (55664.010000 sec): 3 clusters
  Score: Raw -347169.129838 + Penalty 2717.782918 = -344451.346921
  nChanged 6
		SP:Iteration 29Q (55664.090000 sec): 3 clusters
  Score: Raw -347170.224016 + Penalty 2717.782918 = -344452.441098
  nChanged 3
		SP:Iteration 30Q (55664.170000 sec): 3 clusters
  Score: Raw -347170.813764 + Penalty 2717.782918 = -344453.030846
  nChanged 4
		SP:Iteration 31Q (55664.250000 sec): 3 clusters
  Score: Raw -347171.448041 + Penalty 2717.782918 = -344453.665123
  nChanged 4
		SP:Iteration 32Q (55664.340000 sec): 3 clusters
  Score: Raw -347172.722723 + Penalty 2717.782918 = -344454.939805
  nChanged 2
		SP:Iteration 33Q (55664.420000 sec): 3 clusters
  Score: Raw -347173.836431 + Penalty 2717.782918 = -344456.053513
  nChanged 7
		SP:Iteration 34Q (55664.500000 sec): 3 clusters
  Score: Raw -347175.825248 + Penalty 2717.782918 = -344458.042330
  nChanged 5
		SP:Iteration 35Q (55664.590000 sec): 3 clusters
  Score: Raw -347176.571713 + Penalty 2717.782918 = -344458.788795
  nChanged 2
		SP:Iteration 36Q (55664.670000 sec): 3 clusters
  Score: Raw -347176.973713 + Penalty 2717.782918 = -344459.190795
  nChanged 4
		SP:Iteration 37Q (55664.750000 sec): 3 clusters
  Score: Raw -347177.629148 + Penalty 2717.782918 = -344459.846230
  nChanged 4
		SP:Iteration 38Q (55664.830000 sec): 3 clusters
  Score: Raw -347178.258790 + Penalty 2717.782918 = -344460.475872
  nChanged 4
		SP:Iteration 39Q (55664.910000 sec): 3 clusters
  Score: Raw -347178.692258 + Penalty 2717.782918 = -344460.909340
  nChanged 5
		SP:Iteration 40F (55665.000000 sec): 3 clusters
  Score: Raw -347179.799156 + Penalty 2717.782918 = -344462.016238
  nChanged 3
		SP:Iteration 41Q (55665.080000 sec): 3 clusters
  Score: Raw -347180.137914 + Penalty 2717.782918 = -344462.354997
  nChanged 1
		SP:Iteration 42Q (55665.160000 sec): 3 clusters
  Score: Raw -347180.491394 + Penalty 2717.782918 = -344462.708476
  nChanged 3
		SP:Iteration 43Q (55665.240000 sec): 3 clusters
  Score: Raw -347181.543270 + Penalty 2717.782918 = -344463.760353
  nChanged 7
		SP:Iteration 44Q (55665.330000 sec): 3 clusters
  Score: Raw -347183.420924 + Penalty 2717.782918 = -344465.638007
  nChanged 11
		SP:Iteration 45Q (55665.410000 sec): 3 clusters
  Score: Raw -347186.375670 + Penalty 2717.782918 = -344468.592753
  nChanged 11
		SP:Iteration 46Q (55665.490000 sec): 3 clusters
  Score: Raw -347188.605586 + Penalty 2717.782918 = -344470.822668
  nChanged 10
		SP:Iteration 47Q (55665.570000 sec): 3 clusters
  Score: Raw -347190.582370 + Penalty 2717.782918 = -344472.799452
  nChanged 7
		SP:Iteration 48Q (55665.650000 sec): 3 clusters
  Score: Raw -347192.240138 + Penalty 2717.782918 = -344474.457221
  nChanged 11
		SP:Iteration 49Q (55665.740000 sec): 3 clusters
  Score: Raw -347194.858232 + Penalty 2717.782918 = -344477.075314
  nChanged 5
		SP:Iteration 50Q (55665.820000 sec): 3 clusters
  Score: Raw -347196.603795 + Penalty 2717.782918 = -344478.820877
  nChanged 3
		SP:Iteration 51Q (55665.900000 sec): 3 clusters
  Score: Raw -347197.364221 + Penalty 2717.782918 = -344479.581303
  nChanged 4
		SP:Iteration 52Q (55665.990000 sec): 3 clusters
  Score: Raw -347198.404863 + Penalty 2717.782918 = -344480.621945
  nChanged 2
		SP:Iteration 53Q (55666.070000 sec): 3 clusters
  Score: Raw -347198.891290 + Penalty 2717.782918 = -344481.108373
  nChanged 2
		SP:Iteration 54Q (55666.150000 sec): 3 clusters
  Score: Raw -347199.281051 + Penalty 2717.782918 = -344481.498133
  nChanged 1
		SP:Iteration 55Q (55666.230000 sec): 3 clusters
  Score: Raw -347199.449241 + Penalty 2717.782918 = -344481.666323
  nChanged 1
		SP:Iteration 56Q (55666.310000 sec): 3 clusters
  Score: Raw -347199.727006 + Penalty 2717.782918 = -344481.944088
  nChanged 0
		SP:Iteration 57F (55666.400000 sec): 3 clusters
  Score: Raw -347199.727006 + Penalty 2717.782918 = -344481.944088
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 94 (5940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55666.490000 sec): 2 clusters
  Score: Raw -491191.261486 + Penalty 1412.037967 = -489779.223519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55666.710000 sec): 3 clusters
  Score: Raw -488062.789630 + Penalty 2824.075934 = -485238.713696
  nChanged 2450
		SP:Iteration 1F (55666.870000 sec): 3 clusters
  Score: Raw -489649.629189 + Penalty 2824.075934 = -486825.553255
  nChanged 472
		SP:Iteration 2F (55667.040000 sec): 3 clusters
  Score: Raw -489980.999103 + Penalty 2824.075934 = -487156.923169
  nChanged 384
		SP:Iteration 3F (55667.210000 sec): 3 clusters
  Score: Raw -490229.808706 + Penalty 2824.075934 = -487405.732772
  nChanged 308
		SP:Iteration 4F (55667.380000 sec): 3 clusters
  Score: Raw -490402.781685 + Penalty 2824.075934 = -487578.705751
  nChanged 254
		SP:Iteration 5Q (55667.550000 sec): 3 clusters
  Score: Raw -490530.097079 + Penalty 2824.075934 = -487706.021145
  nChanged 214
		SP:Iteration 6Q (55667.710000 sec): 3 clusters
  Score: Raw -490635.796717 + Penalty 2824.075934 = -487811.720783
  nChanged 177
		SP:Iteration 7Q (55667.930000 sec): 3 clusters
  Score: Raw -490719.608530 + Penalty 2824.075934 = -487895.532596
  nChanged 162
		SP:Iteration 8Q (55668.090000 sec): 3 clusters
  Score: Raw -490794.898447 + Penalty 2824.075934 = -487970.822513
  nChanged 144
		SP:Iteration 9Q (55668.260000 sec): 3 clusters
  Score: Raw -490871.817779 + Penalty 2824.075934 = -488047.741845
  nChanged 145
		SP:Iteration 10Q (55668.430000 sec): 3 clusters
  Score: Raw -490956.665689 + Penalty 2824.075934 = -488132.589755
  nChanged 141
		SP:Iteration 11Q (55668.600000 sec): 3 clusters
  Score: Raw -491031.689863 + Penalty 2824.075934 = -488207.613929
  nChanged 133
		SP:Iteration 12Q (55668.770000 sec): 3 clusters
  Score: Raw -491100.562965 + Penalty 2824.075934 = -488276.487031
  nChanged 107
		SP:Iteration 13Q (55668.930000 sec): 3 clusters
  Score: Raw -491144.575373 + Penalty 2824.075934 = -488320.499439
  nChanged 87
		SP:Iteration 14Q (55669.100000 sec): 3 clusters
  Score: Raw -491180.472387 + Penalty 2824.075934 = -488356.396453
  nChanged 80
		SP:Iteration 15Q (55669.270000 sec): 3 clusters
  Score: Raw -491203.554335 + Penalty 2824.075934 = -488379.478401
  nChanged 45
		SP:Iteration 16Q (55669.430000 sec): 3 clusters
  Score: Raw -491214.055255 + Penalty 2824.075934 = -488389.979321
  nChanged 39
		SP:Iteration 17Q (55669.600000 sec): 3 clusters
  Score: Raw -491224.852037 + Penalty 2824.075934 = -488400.776103
  nChanged 40
		SP:Iteration 18Q (55669.770000 sec): 3 clusters
  Score: Raw -491235.306892 + Penalty 2824.075934 = -488411.230958
  nChanged 36
		SP:Iteration 19Q (55669.940000 sec): 3 clusters
  Score: Raw -491243.527997 + Penalty 2824.075934 = -488419.452063
  nChanged 26
		SP:Iteration 20F (55670.110000 sec): 3 clusters
  Score: Raw -491252.418504 + Penalty 2824.075934 = -488428.342570
  nChanged 31
		SP:Iteration 21Q (55670.270000 sec): 3 clusters
  Score: Raw -491259.924093 + Penalty 2824.075934 = -488435.848159
  nChanged 27
		SP:Iteration 22Q (55670.440000 sec): 3 clusters
  Score: Raw -491267.150954 + Penalty 2824.075934 = -488443.075020
  nChanged 24
		SP:Iteration 23Q (55670.610000 sec): 3 clusters
  Score: Raw -491273.370786 + Penalty 2824.075934 = -488449.294852
  nChanged 25
		SP:Iteration 24Q (55670.770000 sec): 3 clusters
  Score: Raw -491280.645988 + Penalty 2824.075934 = -488456.570054
  nChanged 31
		SP:Iteration 25Q (55670.940000 sec): 3 clusters
  Score: Raw -491293.365236 + Penalty 2824.075934 = -488469.289302
  nChanged 35
		SP:Iteration 26Q (55671.110000 sec): 3 clusters
  Score: Raw -491303.736508 + Penalty 2824.075934 = -488479.660574
  nChanged 31
		SP:Iteration 27Q (55671.280000 sec): 3 clusters
  Score: Raw -491311.604805 + Penalty 2824.075934 = -488487.528871
  nChanged 29
		SP:Iteration 28Q (55671.450000 sec): 3 clusters
  Score: Raw -491320.668444 + Penalty 2824.075934 = -488496.592510
  nChanged 30
		SP:Iteration 29Q (55671.610000 sec): 3 clusters
  Score: Raw -491326.793770 + Penalty 2824.075934 = -488502.717836
  nChanged 18
		SP:Iteration 30Q (55671.780000 sec): 3 clusters
  Score: Raw -491330.703019 + Penalty 2824.075934 = -488506.627085
  nChanged 14
		SP:Iteration 31Q (55671.990000 sec): 3 clusters
  Score: Raw -491332.931012 + Penalty 2824.075934 = -488508.855078
  nChanged 10
		SP:Iteration 32Q (55672.160000 sec): 3 clusters
  Score: Raw -491336.566938 + Penalty 2824.075934 = -488512.491004
  nChanged 16
		SP:Iteration 33Q (55672.330000 sec): 3 clusters
  Score: Raw -491340.707638 + Penalty 2824.075934 = -488516.631704
  nChanged 26
		SP:Iteration 34Q (55672.500000 sec): 3 clusters
  Score: Raw -491346.212080 + Penalty 2824.075934 = -488522.136146
  nChanged 27
		SP:Iteration 35Q (55672.660000 sec): 3 clusters
  Score: Raw -491352.106310 + Penalty 2824.075934 = -488528.030376
  nChanged 16
		SP:Iteration 36Q (55672.830000 sec): 3 clusters
  Score: Raw -491354.948321 + Penalty 2824.075934 = -488530.872387
  nChanged 14
		SP:Iteration 37Q (55673.000000 sec): 3 clusters
  Score: Raw -491357.179692 + Penalty 2824.075934 = -488533.103758
  nChanged 13
		SP:Iteration 38Q (55673.160000 sec): 3 clusters
  Score: Raw -491359.842764 + Penalty 2824.075934 = -488535.766830
  nChanged 18
		SP:Iteration 39Q (55673.360000 sec): 3 clusters
  Score: Raw -491364.320933 + Penalty 2824.075934 = -488540.244999
  nChanged 21
		SP:Iteration 40F (55673.470000 sec): 3 clusters
  Score: Raw -491370.703702 + Penalty 2824.075934 = -488546.627768
  nChanged 18
		SP:Iteration 41Q (55673.680000 sec): 3 clusters
  Score: Raw -491375.034711 + Penalty 2824.075934 = -488550.958777
  nChanged 18
		SP:Iteration 42Q (55673.890000 sec): 3 clusters
  Score: Raw -491379.996304 + Penalty 2824.075934 = -488555.920370
  nChanged 27
		SP:Iteration 43Q (55674.070000 sec): 3 clusters
  Score: Raw -491387.602850 + Penalty 2824.075934 = -488563.526916
  nChanged 30
		SP:Iteration 44Q (55674.250000 sec): 3 clusters
  Score: Raw -491396.995927 + Penalty 2824.075934 = -488572.919993
  nChanged 29
		SP:Iteration 45Q (55674.380000 sec): 3 clusters
  Score: Raw -491404.243015 + Penalty 2824.075934 = -488580.167081
  nChanged 12
		SP:Iteration 46Q (55674.600000 sec): 3 clusters
  Score: Raw -491406.557788 + Penalty 2824.075934 = -488582.481854
  nChanged 15
		SP:Iteration 47Q (55674.760000 sec): 3 clusters
  Score: Raw -491409.623749 + Penalty 2824.075934 = -488585.547815
  nChanged 17
		SP:Iteration 48Q (55674.940000 sec): 3 clusters
  Score: Raw -491412.974388 + Penalty 2824.075934 = -488588.898454
  nChanged 23
		SP:Iteration 49Q (55675.130000 sec): 3 clusters
  Score: Raw -491417.124618 + Penalty 2824.075934 = -488593.048684
  nChanged 21
		SP:Iteration 50Q (55675.280000 sec): 3 clusters
  Score: Raw -491420.769604 + Penalty 2824.075934 = -488596.693670
  nChanged 20
		SP:Iteration 51Q (55675.440000 sec): 3 clusters
  Score: Raw -491425.059516 + Penalty 2824.075934 = -488600.983582
  nChanged 19
		SP:Iteration 52Q (55675.590000 sec): 3 clusters
  Score: Raw -491428.713000 + Penalty 2824.075934 = -488604.637066
  nChanged 15
		SP:Iteration 53Q (55675.740000 sec): 3 clusters
  Score: Raw -491431.868830 + Penalty 2824.075934 = -488607.792896
  nChanged 21
		SP:Iteration 54Q (55675.890000 sec): 3 clusters
  Score: Raw -491438.153261 + Penalty 2824.075934 = -488614.077327
  nChanged 30
		SP:Iteration 55Q (55676.050000 sec): 3 clusters
  Score: Raw -491449.635783 + Penalty 2824.075934 = -488625.559849
  nChanged 36
		SP:Iteration 56Q (55676.240000 sec): 3 clusters
  Score: Raw -491461.199444 + Penalty 2824.075934 = -488637.123510
  nChanged 40
		SP:Iteration 57Q (55676.400000 sec): 3 clusters
  Score: Raw -491473.412672 + Penalty 2824.075934 = -488649.336738
  nChanged 37
		SP:Iteration 58Q (55676.520000 sec): 3 clusters
  Score: Raw -491483.940346 + Penalty 2824.075934 = -488659.864412
  nChanged 36
		SP:Iteration 59Q (55676.630000 sec): 3 clusters
  Score: Raw -491493.428745 + Penalty 2824.075934 = -488669.352811
  nChanged 18
		SP:Iteration 60F (55676.740000 sec): 3 clusters
  Score: Raw -491497.576824 + Penalty 2824.075934 = -488673.500890
  nChanged 13
		SP:Iteration 61Q (55676.840000 sec): 3 clusters
  Score: Raw -491500.186628 + Penalty 2824.075934 = -488676.110694
  nChanged 12
		SP:Iteration 62Q (55676.940000 sec): 3 clusters
  Score: Raw -491502.314851 + Penalty 2824.075934 = -488678.238917
  nChanged 13
		SP:Iteration 63Q (55677.150000 sec): 3 clusters
  Score: Raw -491504.990876 + Penalty 2824.075934 = -488680.914942
  nChanged 13
		SP:Iteration 64Q (55677.360000 sec): 3 clusters
  Score: Raw -491508.217759 + Penalty 2824.075934 = -488684.141825
  nChanged 12
		SP:Iteration 65Q (55677.540000 sec): 3 clusters
  Score: Raw -491510.398248 + Penalty 2824.075934 = -488686.322314
  nChanged 14
		SP:Iteration 66Q (55677.680000 sec): 3 clusters
  Score: Raw -491512.277644 + Penalty 2824.075934 = -488688.201710
  nChanged 9
		SP:Iteration 67Q (55677.890000 sec): 3 clusters
  Score: Raw -491513.704237 + Penalty 2824.075934 = -488689.628303
  nChanged 6
		SP:Iteration 68Q (55678.050000 sec): 3 clusters
  Score: Raw -491514.802158 + Penalty 2824.075934 = -488690.726224
  nChanged 10
		SP:Iteration 69Q (55678.220000 sec): 3 clusters
  Score: Raw -491516.407799 + Penalty 2824.075934 = -488692.331865
  nChanged 9
		SP:Iteration 70Q (55678.380000 sec): 3 clusters
  Score: Raw -491518.062460 + Penalty 2824.075934 = -488693.986526
  nChanged 14
		SP:Iteration 71Q (55678.550000 sec): 3 clusters
  Score: Raw -491520.363668 + Penalty 2824.075934 = -488696.287734
  nChanged 12
		SP:Iteration 72Q (55678.720000 sec): 3 clusters
  Score: Raw -491523.769640 + Penalty 2824.075934 = -488699.693706
  nChanged 18
		SP:Iteration 73Q (55678.880000 sec): 3 clusters
  Score: Raw -491527.914570 + Penalty 2824.075934 = -488703.838636
  nChanged 15
		SP:Iteration 74Q (55679.050000 sec): 3 clusters
  Score: Raw -491531.549007 + Penalty 2824.075934 = -488707.473073
  nChanged 23
		SP:Iteration 75Q (55679.220000 sec): 3 clusters
  Score: Raw -491536.682732 + Penalty 2824.075934 = -488712.606798
  nChanged 25
		SP:Iteration 76Q (55679.380000 sec): 3 clusters
  Score: Raw -491543.628033 + Penalty 2824.075934 = -488719.552099
  nChanged 18
		SP:Iteration 77Q (55679.550000 sec): 3 clusters
  Score: Raw -491547.621552 + Penalty 2824.075934 = -488723.545618
  nChanged 16
		SP:Iteration 78Q (55679.720000 sec): 3 clusters
  Score: Raw -491551.209132 + Penalty 2824.075934 = -488727.133198
  nChanged 19
		SP:Iteration 79Q (55679.880000 sec): 3 clusters
  Score: Raw -491556.209113 + Penalty 2824.075934 = -488732.133179
  nChanged 15
		SP:Iteration 80F (55680.050000 sec): 3 clusters
  Score: Raw -491559.939642 + Penalty 2824.075934 = -488735.863708
  nChanged 17
		SP:Iteration 81Q (55680.220000 sec): 3 clusters
  Score: Raw -491563.937090 + Penalty 2824.075934 = -488739.861156
  nChanged 10
		SP:Iteration 82Q (55680.380000 sec): 3 clusters
  Score: Raw -491566.664716 + Penalty 2824.075934 = -488742.588782
  nChanged 11
		SP:Iteration 83Q (55680.550000 sec): 3 clusters
  Score: Raw -491568.875829 + Penalty 2824.075934 = -488744.799895
  nChanged 13
		SP:Iteration 84Q (55680.760000 sec): 3 clusters
  Score: Raw -491571.988131 + Penalty 2824.075934 = -488747.912197
  nChanged 8
		SP:Iteration 85Q (55680.920000 sec): 3 clusters
  Score: Raw -491574.475667 + Penalty 2824.075934 = -488750.399733
  nChanged 10
		SP:Iteration 86Q (55681.090000 sec): 3 clusters
  Score: Raw -491577.013129 + Penalty 2824.075934 = -488752.937195
  nChanged 10
		SP:Iteration 87Q (55681.260000 sec): 3 clusters
  Score: Raw -491579.082919 + Penalty 2824.075934 = -488755.006985
  nChanged 3
		SP:Iteration 88Q (55681.430000 sec): 3 clusters
  Score: Raw -491579.512203 + Penalty 2824.075934 = -488755.436268
  nChanged 2
		SP:Iteration 89Q (55681.600000 sec): 3 clusters
  Score: Raw -491579.697966 + Penalty 2824.075934 = -488755.622032
  nChanged 1
		SP:Iteration 90Q (55681.760000 sec): 3 clusters
  Score: Raw -491579.757444 + Penalty 2824.075934 = -488755.681510
  nChanged 1
		SP:Iteration 91Q (55681.970000 sec): 3 clusters
  Score: Raw -491579.795169 + Penalty 2824.075934 = -488755.719235
  nChanged 0
		SP:Iteration 92F (55682.140000 sec): 3 clusters
  Score: Raw -491579.795169 + Penalty 2824.075934 = -488755.719235
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 95 (4254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55682.260000 sec): 2 clusters
  Score: Raw -321116.474975 + Penalty 1357.787437 = -319758.687538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55682.440000 sec): 3 clusters
  Score: Raw -319002.527619 + Penalty 2715.574874 = -316286.952745
  nChanged 1637
		SP:Iteration 1F (55682.620000 sec): 3 clusters
  Score: Raw -320020.090311 + Penalty 2715.574874 = -317304.515437
  nChanged 333
		SP:Iteration 2F (55682.800000 sec): 3 clusters
  Score: Raw -320260.688942 + Penalty 2715.574874 = -317545.114069
  nChanged 264
		SP:Iteration 3F (55682.970000 sec): 3 clusters
  Score: Raw -320442.857096 + Penalty 2715.574874 = -317727.282222
  nChanged 221
		SP:Iteration 4F (55683.150000 sec): 3 clusters
  Score: Raw -320593.576252 + Penalty 2715.574874 = -317878.001379
  nChanged 181
		SP:Iteration 5Q (55683.320000 sec): 3 clusters
  Score: Raw -320720.723549 + Penalty 2715.574874 = -318005.148676
  nChanged 155
		SP:Iteration 6Q (55683.500000 sec): 3 clusters
  Score: Raw -320829.583003 + Penalty 2715.574874 = -318114.008130
  nChanged 161
		SP:Iteration 7Q (55683.680000 sec): 3 clusters
  Score: Raw -320948.023887 + Penalty 2715.574874 = -318232.449013
  nChanged 138
		SP:Iteration 8Q (55683.850000 sec): 3 clusters
  Score: Raw -321039.355128 + Penalty 2715.574874 = -318323.780254
  nChanged 103
		SP:Iteration 9Q (55684.030000 sec): 3 clusters
  Score: Raw -321119.613453 + Penalty 2715.574874 = -318404.038580
  nChanged 99
		SP:Iteration 10Q (55684.200000 sec): 3 clusters
  Score: Raw -321173.889579 + Penalty 2715.574874 = -318458.314706
  nChanged 87
		SP:Iteration 11Q (55684.380000 sec): 3 clusters
  Score: Raw -321225.616226 + Penalty 2715.574874 = -318510.041352
  nChanged 65
		SP:Iteration 12Q (55684.560000 sec): 3 clusters
  Score: Raw -321264.536602 + Penalty 2715.574874 = -318548.961728
  nChanged 57
		SP:Iteration 13Q (55684.730000 sec): 3 clusters
  Score: Raw -321298.454587 + Penalty 2715.574874 = -318582.879713
  nChanged 50
		SP:Iteration 14Q (55684.900000 sec): 3 clusters
  Score: Raw -321318.681958 + Penalty 2715.574874 = -318603.107085
  nChanged 32
		SP:Iteration 15Q (55685.080000 sec): 3 clusters
  Score: Raw -321336.566638 + Penalty 2715.574874 = -318620.991764
  nChanged 29
		SP:Iteration 16Q (55685.230000 sec): 3 clusters
  Score: Raw -321350.600937 + Penalty 2715.574874 = -318635.026063
  nChanged 27
		SP:Iteration 17Q (55685.320000 sec): 3 clusters
  Score: Raw -321362.767598 + Penalty 2715.574874 = -318647.192724
  nChanged 26
		SP:Iteration 18Q (55685.400000 sec): 3 clusters
  Score: Raw -321374.068501 + Penalty 2715.574874 = -318658.493628
  nChanged 28
		SP:Iteration 19Q (55685.480000 sec): 3 clusters
  Score: Raw -321386.868454 + Penalty 2715.574874 = -318671.293581
  nChanged 31
		SP:Iteration 20F (55685.560000 sec): 3 clusters
  Score: Raw -321397.036631 + Penalty 2715.574874 = -318681.461757
  nChanged 12
		SP:Iteration 21Q (55685.630000 sec): 3 clusters
  Score: Raw -321399.971562 + Penalty 2715.574874 = -318684.396688
  nChanged 6
		SP:Iteration 22Q (55685.710000 sec): 3 clusters
  Score: Raw -321401.878512 + Penalty 2715.574874 = -318686.303639
  nChanged 8
		SP:Iteration 23Q (55685.790000 sec): 3 clusters
  Score: Raw -321403.474256 + Penalty 2715.574874 = -318687.899382
  nChanged 6
		SP:Iteration 24Q (55685.870000 sec): 3 clusters
  Score: Raw -321404.752584 + Penalty 2715.574874 = -318689.177710
  nChanged 1
		SP:Iteration 25Q (55685.950000 sec): 3 clusters
  Score: Raw -321404.935998 + Penalty 2715.574874 = -318689.361124
  nChanged 3
		SP:Iteration 26Q (55686.030000 sec): 3 clusters
  Score: Raw -321405.346433 + Penalty 2715.574874 = -318689.771559
  nChanged 4
		SP:Iteration 27Q (55686.110000 sec): 3 clusters
  Score: Raw -321406.065582 + Penalty 2715.574874 = -318690.490709
  nChanged 5
		SP:Iteration 28Q (55686.190000 sec): 3 clusters
  Score: Raw -321407.324469 + Penalty 2715.574874 = -318691.749596
  nChanged 4
		SP:Iteration 29Q (55686.260000 sec): 3 clusters
  Score: Raw -321408.222580 + Penalty 2715.574874 = -318692.647707
  nChanged 2
		SP:Iteration 30Q (55686.340000 sec): 3 clusters
  Score: Raw -321408.523981 + Penalty 2715.574874 = -318692.949107
  nChanged 1
		SP:Iteration 31Q (55686.420000 sec): 3 clusters
  Score: Raw -321408.626076 + Penalty 2715.574874 = -318693.051203
  nChanged 0
		SP:Iteration 32F (55686.500000 sec): 3 clusters
  Score: Raw -321408.626076 + Penalty 2715.574874 = -318693.051203
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 96 (3281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55686.580000 sec): 2 clusters
  Score: Raw -195174.953495 + Penalty 1315.584324 = -193859.369171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55686.650000 sec): 3 clusters
  Score: Raw -193623.818345 + Penalty 2631.168648 = -190992.649696
  nChanged 1240
		SP:Iteration 1F (55686.720000 sec): 3 clusters
  Score: Raw -194587.713418 + Penalty 2631.168648 = -191956.544770
  nChanged 370
		SP:Iteration 2F (55686.780000 sec): 3 clusters
  Score: Raw -195079.294247 + Penalty 2631.168648 = -192448.125599
  nChanged 282
		SP:Iteration 3F (55686.840000 sec): 3 clusters
  Score: Raw -195497.525891 + Penalty 2631.168648 = -192866.357242
  nChanged 246
		SP:Iteration 4F (55686.900000 sec): 3 clusters
  Score: Raw -195746.342438 + Penalty 2631.168648 = -193115.173789
  nChanged 153
		SP:Iteration 5Q (55686.960000 sec): 3 clusters
  Score: Raw -195857.336851 + Penalty 2631.168648 = -193226.168203
  nChanged 106
		SP:Iteration 6Q (55687.020000 sec): 3 clusters
  Score: Raw -195920.916215 + Penalty 2631.168648 = -193289.747566
  nChanged 65
		SP:Iteration 7Q (55687.080000 sec): 3 clusters
  Score: Raw -195962.073888 + Penalty 2631.168648 = -193330.905239
  nChanged 65
		SP:Iteration 8Q (55687.140000 sec): 3 clusters
  Score: Raw -195995.829661 + Penalty 2631.168648 = -193364.661013
  nChanged 40
		SP:Iteration 9Q (55687.200000 sec): 3 clusters
  Score: Raw -196015.548242 + Penalty 2631.168648 = -193384.379593
  nChanged 32
		SP:Iteration 10Q (55687.260000 sec): 3 clusters
  Score: Raw -196031.430542 + Penalty 2631.168648 = -193400.261894
  nChanged 37
		SP:Iteration 11Q (55687.330000 sec): 3 clusters
  Score: Raw -196046.345068 + Penalty 2631.168648 = -193415.176420
  nChanged 28
		SP:Iteration 12Q (55687.390000 sec): 3 clusters
  Score: Raw -196055.127564 + Penalty 2631.168648 = -193423.958916
  nChanged 16
		SP:Iteration 13Q (55687.450000 sec): 3 clusters
  Score: Raw -196059.633385 + Penalty 2631.168648 = -193428.464737
  nChanged 16
		SP:Iteration 14Q (55687.510000 sec): 3 clusters
  Score: Raw -196065.264156 + Penalty 2631.168648 = -193434.095508
  nChanged 11
		SP:Iteration 15Q (55687.570000 sec): 3 clusters
  Score: Raw -196069.007036 + Penalty 2631.168648 = -193437.838387
  nChanged 9
		SP:Iteration 16Q (55687.630000 sec): 3 clusters
  Score: Raw -196071.916983 + Penalty 2631.168648 = -193440.748335
  nChanged 7
		SP:Iteration 17Q (55687.690000 sec): 3 clusters
  Score: Raw -196074.170747 + Penalty 2631.168648 = -193443.002099
  nChanged 8
		SP:Iteration 18Q (55687.750000 sec): 3 clusters
  Score: Raw -196076.360133 + Penalty 2631.168648 = -193445.191484
  nChanged 6
		SP:Iteration 19Q (55687.820000 sec): 3 clusters
  Score: Raw -196077.652629 + Penalty 2631.168648 = -193446.483981
  nChanged 3
		SP:Iteration 20F (55687.880000 sec): 3 clusters
  Score: Raw -196078.081995 + Penalty 2631.168648 = -193446.913347
  nChanged 1
		SP:Iteration 21Q (55687.940000 sec): 3 clusters
  Score: Raw -196078.231688 + Penalty 2631.168648 = -193447.063040
  nChanged 0
		SP:Iteration 22F (55688.000000 sec): 3 clusters
  Score: Raw -196078.231688 + Penalty 2631.168648 = -193447.063040
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 97 (3167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55688.070000 sec): 2 clusters
  Score: Raw -279774.925232 + Penalty 1309.837758 = -278465.087474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55688.130000 sec): 3 clusters
  Score: Raw -278251.531673 + Penalty 2619.675515 = -275631.856158
  nChanged 1201
		SP:Iteration 1F (55688.190000 sec): 3 clusters
  Score: Raw -278969.208758 + Penalty 2619.675515 = -276349.533243
  nChanged 311
		SP:Iteration 2F (55688.260000 sec): 3 clusters
  Score: Raw -279235.669029 + Penalty 2619.675515 = -276615.993514
  nChanged 259
		SP:Iteration 3F (55688.320000 sec): 3 clusters
  Score: Raw -279520.585140 + Penalty 2619.675515 = -276900.909625
  nChanged 218
		SP:Iteration 4F (55688.380000 sec): 3 clusters
  Score: Raw -279719.741606 + Penalty 2619.675515 = -277100.066091
  nChanged 155
		SP:Iteration 5Q (55688.440000 sec): 3 clusters
  Score: Raw -279862.650814 + Penalty 2619.675515 = -277242.975299
  nChanged 147
		SP:Iteration 6Q (55688.500000 sec): 3 clusters
  Score: Raw -279997.419515 + Penalty 2619.675515 = -277377.744000
  nChanged 135
		SP:Iteration 7Q (55688.560000 sec): 3 clusters
  Score: Raw -280132.352970 + Penalty 2619.675515 = -277512.677455
  nChanged 137
		SP:Iteration 8Q (55688.620000 sec): 3 clusters
  Score: Raw -280265.248714 + Penalty 2619.675515 = -277645.573199
  nChanged 117
		SP:Iteration 9Q (55688.690000 sec): 3 clusters
  Score: Raw -280372.206812 + Penalty 2619.675515 = -277752.531297
  nChanged 92
		SP:Iteration 10Q (55688.750000 sec): 3 clusters
  Score: Raw -280439.962013 + Penalty 2619.675515 = -277820.286498
  nChanged 61
		SP:Iteration 11Q (55688.810000 sec): 3 clusters
  Score: Raw -280481.908950 + Penalty 2619.675515 = -277862.233435
  nChanged 43
		SP:Iteration 12Q (55688.870000 sec): 3 clusters
  Score: Raw -280505.382747 + Penalty 2619.675515 = -277885.707232
  nChanged 30
		SP:Iteration 13Q (55688.930000 sec): 3 clusters
  Score: Raw -280520.353956 + Penalty 2619.675515 = -277900.678440
  nChanged 17
		SP:Iteration 14Q (55688.990000 sec): 3 clusters
  Score: Raw -280528.014649 + Penalty 2619.675515 = -277908.339134
  nChanged 12
		SP:Iteration 15Q (55689.050000 sec): 3 clusters
  Score: Raw -280532.786827 + Penalty 2619.675515 = -277913.111311
  nChanged 10
		SP:Iteration 16Q (55689.110000 sec): 3 clusters
  Score: Raw -280535.277600 + Penalty 2619.675515 = -277915.602084
  nChanged 9
		SP:Iteration 17Q (55689.170000 sec): 3 clusters
  Score: Raw -280538.501316 + Penalty 2619.675515 = -277918.825801
  nChanged 8
		SP:Iteration 18Q (55689.240000 sec): 3 clusters
  Score: Raw -280540.951729 + Penalty 2619.675515 = -277921.276214
  nChanged 4
		SP:Iteration 19Q (55689.300000 sec): 3 clusters
  Score: Raw -280542.757176 + Penalty 2619.675515 = -277923.081661
  nChanged 7
		SP:Iteration 20F (55689.360000 sec): 3 clusters
  Score: Raw -280545.855353 + Penalty 2619.675515 = -277926.179838
  nChanged 5
		SP:Iteration 21Q (55689.420000 sec): 3 clusters
  Score: Raw -280547.658799 + Penalty 2619.675515 = -277927.983284
  nChanged 3
		SP:Iteration 22Q (55689.590000 sec): 3 clusters
  Score: Raw -280549.281850 + Penalty 2619.675515 = -277929.606335
  nChanged 8
		SP:Iteration 23Q (55689.770000 sec): 3 clusters
  Score: Raw -280552.085183 + Penalty 2619.675515 = -277932.409667
  nChanged 10
		SP:Iteration 24Q (55689.940000 sec): 3 clusters
  Score: Raw -280554.875048 + Penalty 2619.675515 = -277935.199533
  nChanged 8
		SP:Iteration 25Q (55690.120000 sec): 3 clusters
  Score: Raw -280556.594897 + Penalty 2619.675515 = -277936.919382
  nChanged 2
		SP:Iteration 26Q (55690.300000 sec): 3 clusters
  Score: Raw -280557.433686 + Penalty 2619.675515 = -277937.758171
  nChanged 2
		SP:Iteration 27Q (55690.470000 sec): 3 clusters
  Score: Raw -280557.816379 + Penalty 2619.675515 = -277938.140864
  nChanged 2
		SP:Iteration 28Q (55690.650000 sec): 3 clusters
  Score: Raw -280558.444273 + Penalty 2619.675515 = -277938.768758
  nChanged 3
		SP:Iteration 29Q (55690.820000 sec): 3 clusters
  Score: Raw -280559.374918 + Penalty 2619.675515 = -277939.699403
  nChanged 1
		SP:Iteration 30Q (55691.010000 sec): 3 clusters
  Score: Raw -280559.987799 + Penalty 2619.675515 = -277940.312284
  nChanged 1
		SP:Iteration 31Q (55691.180000 sec): 3 clusters
  Score: Raw -280560.114759 + Penalty 2619.675515 = -277940.439244
  nChanged 0
		SP:Iteration 32F (55691.350000 sec): 3 clusters
  Score: Raw -280560.114759 + Penalty 2619.675515 = -277940.439244
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 98 (1906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55691.430000 sec): 2 clusters
  Score: Raw -167394.690736 + Penalty 1227.323839 = -166167.366897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55691.600000 sec): 3 clusters
  Score: Raw -166625.693471 + Penalty 2454.647677 = -164171.045794
  nChanged 709
		SP:Iteration 1F (55691.780000 sec): 3 clusters
  Score: Raw -167167.194893 + Penalty 2454.647677 = -164712.547216
  nChanged 164
		SP:Iteration 2F (55691.960000 sec): 3 clusters
  Score: Raw -167346.836464 + Penalty 2454.647677 = -164892.188787
  nChanged 109
		SP:Iteration 3F (55692.130000 sec): 3 clusters
  Score: Raw -167436.690141 + Penalty 2454.647677 = -164982.042464
  nChanged 74
		SP:Iteration 4Q (55692.310000 sec): 3 clusters
  Score: Raw -167497.513480 + Penalty 2454.647677 = -165042.865803
  nChanged 46
		SP:Iteration 5Q (55692.480000 sec): 3 clusters
  Score: Raw -167527.254881 + Penalty 2454.647677 = -165072.607204
  nChanged 32
		SP:Iteration 6Q (55692.660000 sec): 3 clusters
  Score: Raw -167547.200482 + Penalty 2454.647677 = -165092.552804
  nChanged 35
		SP:Iteration 7Q (55692.840000 sec): 3 clusters
  Score: Raw -167576.447372 + Penalty 2454.647677 = -165121.799694
  nChanged 28
		SP:Iteration 8Q (55693.010000 sec): 3 clusters
  Score: Raw -167593.108606 + Penalty 2454.647677 = -165138.460929
  nChanged 20
		SP:Iteration 9Q (55693.190000 sec): 3 clusters
  Score: Raw -167605.473243 + Penalty 2454.647677 = -165150.825565
  nChanged 19
		SP:Iteration 10Q (55693.360000 sec): 3 clusters
  Score: Raw -167616.060768 + Penalty 2454.647677 = -165161.413091
  nChanged 10
		SP:Iteration 11Q (55693.540000 sec): 3 clusters
  Score: Raw -167622.206827 + Penalty 2454.647677 = -165167.559149
  nChanged 10
		SP:Iteration 12Q (55693.710000 sec): 3 clusters
  Score: Raw -167625.476435 + Penalty 2454.647677 = -165170.828757
  nChanged 7
		SP:Iteration 13Q (55693.890000 sec): 3 clusters
  Score: Raw -167628.386149 + Penalty 2454.647677 = -165173.738472
  nChanged 6
		SP:Iteration 14Q (55694.060000 sec): 3 clusters
  Score: Raw -167632.755000 + Penalty 2454.647677 = -165178.107322
  nChanged 4
		SP:Iteration 15Q (55694.240000 sec): 3 clusters
  Score: Raw -167633.911249 + Penalty 2454.647677 = -165179.263572
  nChanged 3
		SP:Iteration 16Q (55694.420000 sec): 3 clusters
  Score: Raw -167635.126662 + Penalty 2454.647677 = -165180.478984
  nChanged 3
		SP:Iteration 17Q (55694.590000 sec): 3 clusters
  Score: Raw -167636.685453 + Penalty 2454.647677 = -165182.037776
  nChanged 1
		SP:Iteration 18Q (55694.770000 sec): 3 clusters
  Score: Raw -167637.502203 + Penalty 2454.647677 = -165182.854525
  nChanged 1
		SP:Iteration 19Q (55694.940000 sec): 3 clusters
  Score: Raw -167637.896269 + Penalty 2454.647677 = -165183.248592
  nChanged 0
		SP:Iteration 20F (55695.120000 sec): 3 clusters
  Score: Raw -167637.896269 + Penalty 2454.647677 = -165183.248592
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 99 (6392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55695.250000 sec): 2 clusters
  Score: Raw -556824.088787 + Penalty 1423.955404 = -555400.133383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55695.460000 sec): 3 clusters
  Score: Raw -553325.994355 + Penalty 2847.910808 = -550478.083547
  nChanged 2714
		SP:Iteration 1F (55695.670000 sec): 3 clusters
  Score: Raw -554919.075486 + Penalty 2847.910808 = -552071.164678
  nChanged 599
		SP:Iteration 2F (55695.880000 sec): 3 clusters
  Score: Raw -555389.845303 + Penalty 2847.910808 = -552541.934494
  nChanged 497
		SP:Iteration 3F (55696.090000 sec): 3 clusters
  Score: Raw -555810.871971 + Penalty 2847.910808 = -552962.961163
  nChanged 439
		SP:Iteration 4F (55696.300000 sec): 3 clusters
  Score: Raw -556164.422214 + Penalty 2847.910808 = -553316.511405
  nChanged 390
		SP:Iteration 5F (55696.500000 sec): 3 clusters
  Score: Raw -556480.081556 + Penalty 2847.910808 = -553632.170748
  nChanged 328
		SP:Iteration 6F (55696.710000 sec): 3 clusters
  Score: Raw -556720.042552 + Penalty 2847.910808 = -553872.131743
  nChanged 270
		SP:Iteration 7Q (55696.920000 sec): 3 clusters
  Score: Raw -556913.124800 + Penalty 2847.910808 = -554065.213991
  nChanged 229
		SP:Iteration 8Q (55697.130000 sec): 3 clusters
  Score: Raw -557053.873154 + Penalty 2847.910808 = -554205.962346
  nChanged 167
		SP:Iteration 9Q (55697.340000 sec): 3 clusters
  Score: Raw -557154.714700 + Penalty 2847.910808 = -554306.803892
  nChanged 136
		SP:Iteration 10Q (55697.540000 sec): 3 clusters
  Score: Raw -557228.533701 + Penalty 2847.910808 = -554380.622893
  nChanged 109
		SP:Iteration 11Q (55697.750000 sec): 3 clusters
  Score: Raw -557287.809733 + Penalty 2847.910808 = -554439.898924
  nChanged 92
		SP:Iteration 12Q (55697.960000 sec): 3 clusters
  Score: Raw -557326.821616 + Penalty 2847.910808 = -554478.910807
  nChanged 74
		SP:Iteration 13Q (55698.170000 sec): 3 clusters
  Score: Raw -557358.115178 + Penalty 2847.910808 = -554510.204370
  nChanged 61
		SP:Iteration 14Q (55698.380000 sec): 3 clusters
  Score: Raw -557385.017794 + Penalty 2847.910808 = -554537.106986
  nChanged 55
		SP:Iteration 15Q (55698.580000 sec): 3 clusters
  Score: Raw -557406.621109 + Penalty 2847.910808 = -554558.710301
  nChanged 47
		SP:Iteration 16Q (55698.790000 sec): 3 clusters
  Score: Raw -557423.499946 + Penalty 2847.910808 = -554575.589137
  nChanged 47
		SP:Iteration 17Q (55699.000000 sec): 3 clusters
  Score: Raw -557441.342343 + Penalty 2847.910808 = -554593.431535
  nChanged 42
		SP:Iteration 18Q (55699.210000 sec): 3 clusters
  Score: Raw -557456.216546 + Penalty 2847.910808 = -554608.305737
  nChanged 40
		SP:Iteration 19Q (55699.420000 sec): 3 clusters
  Score: Raw -557471.008460 + Penalty 2847.910808 = -554623.097651
  nChanged 38
		SP:Iteration 20F (55699.620000 sec): 3 clusters
  Score: Raw -557489.378062 + Penalty 2847.910808 = -554641.467253
  nChanged 38
		SP:Iteration 21Q (55699.830000 sec): 3 clusters
  Score: Raw -557508.360620 + Penalty 2847.910808 = -554660.449812
  nChanged 40
		SP:Iteration 22Q (55700.040000 sec): 3 clusters
  Score: Raw -557527.385925 + Penalty 2847.910808 = -554679.475117
  nChanged 39
		SP:Iteration 23Q (55700.250000 sec): 3 clusters
  Score: Raw -557552.039272 + Penalty 2847.910808 = -554704.128464
  nChanged 41
		SP:Iteration 24Q (55700.470000 sec): 3 clusters
  Score: Raw -557575.884207 + Penalty 2847.910808 = -554727.973398
  nChanged 46
		SP:Iteration 25Q (55700.680000 sec): 3 clusters
  Score: Raw -557594.846105 + Penalty 2847.910808 = -554746.935297
  nChanged 44
		SP:Iteration 26Q (55700.890000 sec): 3 clusters
  Score: Raw -557618.822642 + Penalty 2847.910808 = -554770.911833
  nChanged 39
		SP:Iteration 27Q (55701.100000 sec): 3 clusters
  Score: Raw -557637.497181 + Penalty 2847.910808 = -554789.586373
  nChanged 36
		SP:Iteration 28Q (55701.310000 sec): 3 clusters
  Score: Raw -557653.685160 + Penalty 2847.910808 = -554805.774351
  nChanged 29
		SP:Iteration 29Q (55701.520000 sec): 3 clusters
  Score: Raw -557666.001112 + Penalty 2847.910808 = -554818.090304
  nChanged 27
		SP:Iteration 30Q (55701.720000 sec): 3 clusters
  Score: Raw -557675.691430 + Penalty 2847.910808 = -554827.780622
  nChanged 30
		SP:Iteration 31Q (55701.960000 sec): 3 clusters
  Score: Raw -557683.787512 + Penalty 2847.910808 = -554835.876703
  nChanged 13
		SP:Iteration 32Q (55702.140000 sec): 3 clusters
  Score: Raw -557686.981882 + Penalty 2847.910808 = -554839.071073
  nChanged 13
		SP:Iteration 33Q (55702.340000 sec): 3 clusters
  Score: Raw -557690.613449 + Penalty 2847.910808 = -554842.702641
  nChanged 12
		SP:Iteration 34Q (55702.550000 sec): 3 clusters
  Score: Raw -557695.034609 + Penalty 2847.910808 = -554847.123800
  nChanged 10
		SP:Iteration 35Q (55702.760000 sec): 3 clusters
  Score: Raw -557697.193980 + Penalty 2847.910808 = -554849.283171
  nChanged 10
		SP:Iteration 36Q (55702.970000 sec): 3 clusters
  Score: Raw -557700.636066 + Penalty 2847.910808 = -554852.725258
  nChanged 15
		SP:Iteration 37Q (55703.180000 sec): 3 clusters
  Score: Raw -557706.868189 + Penalty 2847.910808 = -554858.957381
  nChanged 17
		SP:Iteration 38Q (55703.380000 sec): 3 clusters
  Score: Raw -557712.707404 + Penalty 2847.910808 = -554864.796596
  nChanged 19
		SP:Iteration 39Q (55703.590000 sec): 3 clusters
  Score: Raw -557722.044082 + Penalty 2847.910808 = -554874.133274
  nChanged 14
		SP:Iteration 40F (55703.780000 sec): 3 clusters
  Score: Raw -557727.303491 + Penalty 2847.910808 = -554879.392683
  nChanged 13
		SP:Iteration 41Q (55703.880000 sec): 3 clusters
  Score: Raw -557731.449631 + Penalty 2847.910808 = -554883.538822
  nChanged 10
		SP:Iteration 42Q (55703.980000 sec): 3 clusters
  Score: Raw -557733.652773 + Penalty 2847.910808 = -554885.741965
  nChanged 5
		SP:Iteration 43Q (55704.080000 sec): 3 clusters
  Score: Raw -557735.365162 + Penalty 2847.910808 = -554887.454354
  nChanged 7
		SP:Iteration 44Q (55704.190000 sec): 3 clusters
  Score: Raw -557737.271148 + Penalty 2847.910808 = -554889.360340
  nChanged 8
		SP:Iteration 45Q (55704.380000 sec): 3 clusters
  Score: Raw -557739.071089 + Penalty 2847.910808 = -554891.160281
  nChanged 6
		SP:Iteration 46Q (55704.590000 sec): 3 clusters
  Score: Raw -557740.790559 + Penalty 2847.910808 = -554892.879750
  nChanged 5
		SP:Iteration 47Q (55704.800000 sec): 3 clusters
  Score: Raw -557742.369942 + Penalty 2847.910808 = -554894.459133
  nChanged 5
		SP:Iteration 48Q (55705.010000 sec): 3 clusters
  Score: Raw -557743.572333 + Penalty 2847.910808 = -554895.661525
  nChanged 4
		SP:Iteration 49Q (55705.220000 sec): 3 clusters
  Score: Raw -557744.461612 + Penalty 2847.910808 = -554896.550803
  nChanged 4
		SP:Iteration 50Q (55705.420000 sec): 3 clusters
  Score: Raw -557745.359035 + Penalty 2847.910808 = -554897.448226
  nChanged 3
		SP:Iteration 51Q (55705.630000 sec): 3 clusters
  Score: Raw -557745.763707 + Penalty 2847.910808 = -554897.852899
  nChanged 0
		SP:Iteration 52F (55705.850000 sec): 3 clusters
  Score: Raw -557745.763707 + Penalty 2847.910808 = -554897.852899
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 100 (6234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55705.950000 sec): 2 clusters
  Score: Raw -526809.944198 + Penalty 1419.888187 = -525390.056011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55706.170000 sec): 3 clusters
  Score: Raw -523540.509524 + Penalty 2839.776375 = -520700.733150
  nChanged 2519
		SP:Iteration 1F (55706.330000 sec): 3 clusters
  Score: Raw -525322.419647 + Penalty 2839.776375 = -522482.643272
  nChanged 592
		SP:Iteration 2F (55706.500000 sec): 3 clusters
  Score: Raw -525788.364706 + Penalty 2839.776375 = -522948.588332
  nChanged 477
		SP:Iteration 3F (55706.660000 sec): 3 clusters
  Score: Raw -526123.928792 + Penalty 2839.776375 = -523284.152417
  nChanged 371
		SP:Iteration 4F (55706.830000 sec): 3 clusters
  Score: Raw -526345.319060 + Penalty 2839.776375 = -523505.542686
  nChanged 258
		SP:Iteration 5Q (55706.990000 sec): 3 clusters
  Score: Raw -526488.403378 + Penalty 2839.776375 = -523648.627004
  nChanged 225
		SP:Iteration 6Q (55707.100000 sec): 3 clusters
  Score: Raw -526605.071400 + Penalty 2839.776375 = -523765.295025
  nChanged 174
		SP:Iteration 7Q (55707.210000 sec): 3 clusters
  Score: Raw -526693.473158 + Penalty 2839.776375 = -523853.696784
  nChanged 140
		SP:Iteration 8Q (55707.320000 sec): 3 clusters
  Score: Raw -526761.231718 + Penalty 2839.776375 = -523921.455343
  nChanged 128
		SP:Iteration 9Q (55707.420000 sec): 3 clusters
  Score: Raw -526822.251272 + Penalty 2839.776375 = -523982.474897
  nChanged 99
		SP:Iteration 10Q (55707.530000 sec): 3 clusters
  Score: Raw -526865.817920 + Penalty 2839.776375 = -524026.041545
  nChanged 86
		SP:Iteration 11Q (55707.630000 sec): 3 clusters
  Score: Raw -526900.564677 + Penalty 2839.776375 = -524060.788302
  nChanged 61
		SP:Iteration 12Q (55707.740000 sec): 3 clusters
  Score: Raw -526922.553086 + Penalty 2839.776375 = -524082.776712
  nChanged 55
		SP:Iteration 13Q (55707.850000 sec): 3 clusters
  Score: Raw -526946.168437 + Penalty 2839.776375 = -524106.392063
  nChanged 51
		SP:Iteration 14Q (55707.950000 sec): 3 clusters
  Score: Raw -526967.814476 + Penalty 2839.776375 = -524128.038102
  nChanged 43
		SP:Iteration 15Q (55708.060000 sec): 3 clusters
  Score: Raw -526983.236795 + Penalty 2839.776375 = -524143.460421
  nChanged 35
		SP:Iteration 16Q (55708.160000 sec): 3 clusters
  Score: Raw -526996.959257 + Penalty 2839.776375 = -524157.182883
  nChanged 28
		SP:Iteration 17Q (55708.260000 sec): 3 clusters
  Score: Raw -527006.420440 + Penalty 2839.776375 = -524166.644066
  nChanged 27
		SP:Iteration 18Q (55708.370000 sec): 3 clusters
  Score: Raw -527015.902486 + Penalty 2839.776375 = -524176.126112
  nChanged 19
		SP:Iteration 19Q (55708.480000 sec): 3 clusters
  Score: Raw -527022.589780 + Penalty 2839.776375 = -524182.813405
  nChanged 20
		SP:Iteration 20F (55708.580000 sec): 3 clusters
  Score: Raw -527029.544518 + Penalty 2839.776375 = -524189.768143
  nChanged 20
		SP:Iteration 21Q (55708.690000 sec): 3 clusters
  Score: Raw -527036.542270 + Penalty 2839.776375 = -524196.765896
  nChanged 18
		SP:Iteration 22Q (55708.800000 sec): 3 clusters
  Score: Raw -527044.436732 + Penalty 2839.776375 = -524204.660358
  nChanged 18
		SP:Iteration 23Q (55708.900000 sec): 3 clusters
  Score: Raw -527053.106601 + Penalty 2839.776375 = -524213.330227
  nChanged 23
		SP:Iteration 24Q (55709.080000 sec): 3 clusters
  Score: Raw -527065.073805 + Penalty 2839.776375 = -524225.297430
  nChanged 19
		SP:Iteration 25Q (55709.240000 sec): 3 clusters
  Score: Raw -527074.423922 + Penalty 2839.776375 = -524234.647547
  nChanged 18
		SP:Iteration 26Q (55709.410000 sec): 3 clusters
  Score: Raw -527083.191405 + Penalty 2839.776375 = -524243.415030
  nChanged 13
		SP:Iteration 27Q (55709.580000 sec): 3 clusters
  Score: Raw -527091.219901 + Penalty 2839.776375 = -524251.443527
  nChanged 10
		SP:Iteration 28Q (55709.740000 sec): 3 clusters
  Score: Raw -527094.225130 + Penalty 2839.776375 = -524254.448756
  nChanged 4
		SP:Iteration 29Q (55709.940000 sec): 3 clusters
  Score: Raw -527096.623949 + Penalty 2839.776375 = -524256.847575
  nChanged 4
		SP:Iteration 30Q (55710.110000 sec): 3 clusters
  Score: Raw -527098.770326 + Penalty 2839.776375 = -524258.993952
  nChanged 7
		SP:Iteration 31Q (55710.280000 sec): 3 clusters
  Score: Raw -527101.358025 + Penalty 2839.776375 = -524261.581650
  nChanged 8
		SP:Iteration 32Q (55710.440000 sec): 3 clusters
  Score: Raw -527105.545802 + Penalty 2839.776375 = -524265.769427
  nChanged 3
		SP:Iteration 33Q (55710.610000 sec): 3 clusters
  Score: Raw -527107.243394 + Penalty 2839.776375 = -524267.467020
  nChanged 3
		SP:Iteration 34Q (55710.780000 sec): 3 clusters
  Score: Raw -527108.436396 + Penalty 2839.776375 = -524268.660022
  nChanged 3
		SP:Iteration 35Q (55710.940000 sec): 3 clusters
  Score: Raw -527108.932405 + Penalty 2839.776375 = -524269.156031
  nChanged 2
		SP:Iteration 36Q (55711.100000 sec): 3 clusters
  Score: Raw -527109.626200 + Penalty 2839.776375 = -524269.849825
  nChanged 1
		SP:Iteration 37Q (55711.270000 sec): 3 clusters
  Score: Raw -527110.582802 + Penalty 2839.776375 = -524270.806428
  nChanged 0
		SP:Iteration 38F (55711.440000 sec): 3 clusters
  Score: Raw -527110.582802 + Penalty 2839.776375 = -524270.806428
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 101 (2997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55711.540000 sec): 2 clusters
  Score: Raw -227047.596959 + Penalty 1300.872148 = -225746.724810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55711.710000 sec): 3 clusters
  Score: Raw -225633.769257 + Penalty 2601.744297 = -223032.024960
  nChanged 1157
		SP:Iteration 1F (55711.890000 sec): 3 clusters
  Score: Raw -226421.760098 + Penalty 2601.744297 = -223820.015801
  nChanged 256
		SP:Iteration 2F (55712.060000 sec): 3 clusters
  Score: Raw -226610.367591 + Penalty 2601.744297 = -224008.623294
  nChanged 184
		SP:Iteration 3F (55712.240000 sec): 3 clusters
  Score: Raw -226765.332168 + Penalty 2601.744297 = -224163.587871
  nChanged 131
		SP:Iteration 4Q (55712.410000 sec): 3 clusters
  Score: Raw -226857.130074 + Penalty 2601.744297 = -224255.385778
  nChanged 112
		SP:Iteration 5Q (55712.590000 sec): 3 clusters
  Score: Raw -226922.001085 + Penalty 2601.744297 = -224320.256788
  nChanged 88
		SP:Iteration 6Q (55712.760000 sec): 3 clusters
  Score: Raw -226975.262522 + Penalty 2601.744297 = -224373.518225
  nChanged 65
		SP:Iteration 7Q (55712.940000 sec): 3 clusters
  Score: Raw -227021.426314 + Penalty 2601.744297 = -224419.682017
  nChanged 66
		SP:Iteration 8Q (55713.120000 sec): 3 clusters
  Score: Raw -227063.462907 + Penalty 2601.744297 = -224461.718610
  nChanged 62
		SP:Iteration 9Q (55713.290000 sec): 3 clusters
  Score: Raw -227105.380818 + Penalty 2601.744297 = -224503.636522
  nChanged 65
		SP:Iteration 10Q (55713.470000 sec): 3 clusters
  Score: Raw -227146.475746 + Penalty 2601.744297 = -224544.731449
  nChanged 62
		SP:Iteration 11Q (55713.640000 sec): 3 clusters
  Score: Raw -227187.345595 + Penalty 2601.744297 = -224585.601298
  nChanged 54
		SP:Iteration 12Q (55713.820000 sec): 3 clusters
  Score: Raw -227223.065830 + Penalty 2601.744297 = -224621.321533
  nChanged 55
		SP:Iteration 13Q (55714.000000 sec): 3 clusters
  Score: Raw -227260.662018 + Penalty 2601.744297 = -224658.917721
  nChanged 48
		SP:Iteration 14Q (55714.170000 sec): 3 clusters
  Score: Raw -227292.844462 + Penalty 2601.744297 = -224691.100165
  nChanged 43
		SP:Iteration 15Q (55714.350000 sec): 3 clusters
  Score: Raw -227324.312255 + Penalty 2601.744297 = -224722.567958
  nChanged 45
		SP:Iteration 16Q (55714.520000 sec): 3 clusters
  Score: Raw -227350.626955 + Penalty 2601.744297 = -224748.882658
  nChanged 45
		SP:Iteration 17Q (55714.700000 sec): 3 clusters
  Score: Raw -227373.861339 + Penalty 2601.744297 = -224772.117042
  nChanged 31
		SP:Iteration 18Q (55714.880000 sec): 3 clusters
  Score: Raw -227392.021499 + Penalty 2601.744297 = -224790.277202
  nChanged 31
		SP:Iteration 19Q (55715.050000 sec): 3 clusters
  Score: Raw -227407.497799 + Penalty 2601.744297 = -224805.753502
  nChanged 21
		SP:Iteration 20F (55715.230000 sec): 3 clusters
  Score: Raw -227415.496360 + Penalty 2601.744297 = -224813.752063
  nChanged 22
		SP:Iteration 21Q (55715.420000 sec): 3 clusters
  Score: Raw -227424.135769 + Penalty 2601.744297 = -224822.391472
  nChanged 10
		SP:Iteration 22Q (55715.480000 sec): 3 clusters
  Score: Raw -227429.714493 + Penalty 2601.744297 = -224827.970197
  nChanged 12
		SP:Iteration 23Q (55715.540000 sec): 3 clusters
  Score: Raw -227433.741272 + Penalty 2601.744297 = -224831.996976
  nChanged 10
		SP:Iteration 24Q (55715.600000 sec): 3 clusters
  Score: Raw -227436.911802 + Penalty 2601.744297 = -224835.167505
  nChanged 11
		SP:Iteration 25Q (55715.660000 sec): 3 clusters
  Score: Raw -227442.324805 + Penalty 2601.744297 = -224840.580508
  nChanged 9
		SP:Iteration 26Q (55715.720000 sec): 3 clusters
  Score: Raw -227447.110521 + Penalty 2601.744297 = -224845.366224
  nChanged 12
		SP:Iteration 27Q (55715.780000 sec): 3 clusters
  Score: Raw -227454.624631 + Penalty 2601.744297 = -224852.880334
  nChanged 16
		SP:Iteration 28Q (55715.840000 sec): 3 clusters
  Score: Raw -227464.104993 + Penalty 2601.744297 = -224862.360696
  nChanged 13
		SP:Iteration 29Q (55715.920000 sec): 3 clusters
  Score: Raw -227470.553181 + Penalty 2601.744297 = -224868.808884
  nChanged 16
		SP:Iteration 30Q (55715.980000 sec): 3 clusters
  Score: Raw -227481.744040 + Penalty 2601.744297 = -224879.999743
  nChanged 19
		SP:Iteration 31Q (55716.030000 sec): 3 clusters
  Score: Raw -227493.801912 + Penalty 2601.744297 = -224892.057615
  nChanged 16
		SP:Iteration 32Q (55716.090000 sec): 3 clusters
  Score: Raw -227501.925758 + Penalty 2601.744297 = -224900.181461
  nChanged 23
		SP:Iteration 33Q (55716.150000 sec): 3 clusters
  Score: Raw -227514.837441 + Penalty 2601.744297 = -224913.093145
  nChanged 22
		SP:Iteration 34Q (55716.200000 sec): 3 clusters
  Score: Raw -227525.064781 + Penalty 2601.744297 = -224923.320484
  nChanged 11
		SP:Iteration 35Q (55716.260000 sec): 3 clusters
  Score: Raw -227528.819763 + Penalty 2601.744297 = -224927.075466
  nChanged 8
		SP:Iteration 36Q (55716.320000 sec): 3 clusters
  Score: Raw -227531.576971 + Penalty 2601.744297 = -224929.832674
  nChanged 9
		SP:Iteration 37Q (55716.380000 sec): 3 clusters
  Score: Raw -227535.470325 + Penalty 2601.744297 = -224933.726028
  nChanged 9
		SP:Iteration 38Q (55716.440000 sec): 3 clusters
  Score: Raw -227538.780301 + Penalty 2601.744297 = -224937.036005
  nChanged 5
		SP:Iteration 39Q (55716.500000 sec): 3 clusters
  Score: Raw -227540.296722 + Penalty 2601.744297 = -224938.552425
  nChanged 4
		SP:Iteration 40F (55716.560000 sec): 3 clusters
  Score: Raw -227541.610835 + Penalty 2601.744297 = -224939.866538
  nChanged 5
		SP:Iteration 41Q (55716.610000 sec): 3 clusters
  Score: Raw -227544.271422 + Penalty 2601.744297 = -224942.527125
  nChanged 6
		SP:Iteration 42Q (55716.670000 sec): 3 clusters
  Score: Raw -227546.466481 + Penalty 2601.744297 = -224944.722184
  nChanged 5
		SP:Iteration 43Q (55716.720000 sec): 3 clusters
  Score: Raw -227548.460410 + Penalty 2601.744297 = -224946.716113
  nChanged 5
		SP:Iteration 44Q (55716.780000 sec): 3 clusters
  Score: Raw -227552.053046 + Penalty 2601.744297 = -224950.308749
  nChanged 11
		SP:Iteration 45Q (55716.830000 sec): 3 clusters
  Score: Raw -227556.865867 + Penalty 2601.744297 = -224955.121570
  nChanged 8
		SP:Iteration 46Q (55717.010000 sec): 3 clusters
  Score: Raw -227561.208847 + Penalty 2601.744297 = -224959.464550
  nChanged 7
		SP:Iteration 47Q (55717.190000 sec): 3 clusters
  Score: Raw -227564.195624 + Penalty 2601.744297 = -224962.451327
  nChanged 6
		SP:Iteration 48Q (55717.360000 sec): 3 clusters
  Score: Raw -227565.683644 + Penalty 2601.744297 = -224963.939347
  nChanged 2
		SP:Iteration 49Q (55717.540000 sec): 3 clusters
  Score: Raw -227566.015291 + Penalty 2601.744297 = -224964.270994
  nChanged 3
		SP:Iteration 50Q (55717.710000 sec): 3 clusters
  Score: Raw -227566.380547 + Penalty 2601.744297 = -224964.636250
  nChanged 2
		SP:Iteration 51Q (55717.890000 sec): 3 clusters
  Score: Raw -227566.821402 + Penalty 2601.744297 = -224965.077105
  nChanged 3
		SP:Iteration 52Q (55718.060000 sec): 3 clusters
  Score: Raw -227567.545587 + Penalty 2601.744297 = -224965.801290
  nChanged 3
		SP:Iteration 53Q (55718.240000 sec): 3 clusters
  Score: Raw -227568.947772 + Penalty 2601.744297 = -224967.203475
  nChanged 2
		SP:Iteration 54Q (55718.420000 sec): 3 clusters
  Score: Raw -227569.723559 + Penalty 2601.744297 = -224967.979263
  nChanged 1
		SP:Iteration 55Q (55718.590000 sec): 3 clusters
  Score: Raw -227570.183478 + Penalty 2601.744297 = -224968.439181
  nChanged 4
		SP:Iteration 56Q (55718.770000 sec): 3 clusters
  Score: Raw -227572.280004 + Penalty 2601.744297 = -224970.535707
  nChanged 7
		SP:Iteration 57Q (55718.940000 sec): 3 clusters
  Score: Raw -227575.785129 + Penalty 2601.744297 = -224974.040832
  nChanged 7
		SP:Iteration 58Q (55719.120000 sec): 3 clusters
  Score: Raw -227580.434140 + Penalty 2601.744297 = -224978.689843
  nChanged 4
		SP:Iteration 59Q (55719.300000 sec): 3 clusters
  Score: Raw -227582.040279 + Penalty 2601.744297 = -224980.295982
  nChanged 4
		SP:Iteration 60F (55719.470000 sec): 3 clusters
  Score: Raw -227583.370848 + Penalty 2601.744297 = -224981.626551
  nChanged 3
		SP:Iteration 61Q (55719.650000 sec): 3 clusters
  Score: Raw -227584.414027 + Penalty 2601.744297 = -224982.669730
  nChanged 4
		SP:Iteration 62Q (55719.820000 sec): 3 clusters
  Score: Raw -227585.717934 + Penalty 2601.744297 = -224983.973637
  nChanged 5
		SP:Iteration 63Q (55720.000000 sec): 3 clusters
  Score: Raw -227588.082958 + Penalty 2601.744297 = -224986.338661
  nChanged 4
		SP:Iteration 64Q (55720.180000 sec): 3 clusters
  Score: Raw -227589.322039 + Penalty 2601.744297 = -224987.577743
  nChanged 3
		SP:Iteration 65Q (55720.350000 sec): 3 clusters
  Score: Raw -227590.021063 + Penalty 2601.744297 = -224988.276766
  nChanged 0
		SP:Iteration 66F (55720.530000 sec): 3 clusters
  Score: Raw -227590.021063 + Penalty 2601.744297 = -224988.276766
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 102 (2141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55720.600000 sec): 2 clusters
  Score: Raw -167602.757252 + Penalty 1246.217097 = -166356.540155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55720.780000 sec): 3 clusters
  Score: Raw -166719.307658 + Penalty 2492.434194 = -164226.873464
  nChanged 733
		SP:Iteration 1F (55720.950000 sec): 3 clusters
  Score: Raw -167241.783401 + Penalty 2492.434194 = -164749.349207
  nChanged 186
		SP:Iteration 2F (55721.130000 sec): 3 clusters
  Score: Raw -167400.106545 + Penalty 2492.434194 = -164907.672351
  nChanged 114
		SP:Iteration 3F (55721.300000 sec): 3 clusters
  Score: Raw -167501.106222 + Penalty 2492.434194 = -165008.672028
  nChanged 97
		SP:Iteration 4Q (55721.480000 sec): 3 clusters
  Score: Raw -167588.318235 + Penalty 2492.434194 = -165095.884041
  nChanged 74
		SP:Iteration 5Q (55721.660000 sec): 3 clusters
  Score: Raw -167648.986568 + Penalty 2492.434194 = -165156.552375
  nChanged 64
		SP:Iteration 6Q (55721.830000 sec): 3 clusters
  Score: Raw -167708.782232 + Penalty 2492.434194 = -165216.348038
  nChanged 52
		SP:Iteration 7Q (55722.010000 sec): 3 clusters
  Score: Raw -167749.433579 + Penalty 2492.434194 = -165256.999386
  nChanged 43
		SP:Iteration 8Q (55722.180000 sec): 3 clusters
  Score: Raw -167776.479455 + Penalty 2492.434194 = -165284.045262
  nChanged 23
		SP:Iteration 9Q (55722.360000 sec): 3 clusters
  Score: Raw -167788.725805 + Penalty 2492.434194 = -165296.291611
  nChanged 23
		SP:Iteration 10Q (55722.540000 sec): 3 clusters
  Score: Raw -167806.222826 + Penalty 2492.434194 = -165313.788632
  nChanged 26
		SP:Iteration 11Q (55722.710000 sec): 3 clusters
  Score: Raw -167824.930517 + Penalty 2492.434194 = -165332.496323
  nChanged 29
		SP:Iteration 12Q (55722.890000 sec): 3 clusters
  Score: Raw -167845.145572 + Penalty 2492.434194 = -165352.711378
  nChanged 27
		SP:Iteration 13Q (55723.060000 sec): 3 clusters
  Score: Raw -167857.072738 + Penalty 2492.434194 = -165364.638544
  nChanged 15
		SP:Iteration 14Q (55723.240000 sec): 3 clusters
  Score: Raw -167864.999421 + Penalty 2492.434194 = -165372.565227
  nChanged 8
		SP:Iteration 15Q (55723.420000 sec): 3 clusters
  Score: Raw -167868.256115 + Penalty 2492.434194 = -165375.821922
  nChanged 6
		SP:Iteration 16Q (55723.590000 sec): 3 clusters
  Score: Raw -167870.724343 + Penalty 2492.434194 = -165378.290150
  nChanged 6
		SP:Iteration 17Q (55723.770000 sec): 3 clusters
  Score: Raw -167874.327631 + Penalty 2492.434194 = -165381.893438
  nChanged 6
		SP:Iteration 18Q (55723.940000 sec): 3 clusters
  Score: Raw -167877.183100 + Penalty 2492.434194 = -165384.748906
  nChanged 6
		SP:Iteration 19Q (55724.120000 sec): 3 clusters
  Score: Raw -167879.798835 + Penalty 2492.434194 = -165387.364642
  nChanged 2
		SP:Iteration 20F (55724.290000 sec): 3 clusters
  Score: Raw -167880.440624 + Penalty 2492.434194 = -165388.006430
  nChanged 2
		SP:Iteration 21Q (55724.470000 sec): 3 clusters
  Score: Raw -167881.101290 + Penalty 2492.434194 = -165388.667096
  nChanged 0
		SP:Iteration 22F (55724.640000 sec): 3 clusters
  Score: Raw -167881.101290 + Penalty 2492.434194 = -165388.667096
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 103 (4347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55724.770000 sec): 2 clusters
  Score: Raw -361151.825636 + Penalty 1361.301700 = -359790.523936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55724.950000 sec): 3 clusters
  Score: Raw -358962.275836 + Penalty 2722.603400 = -356239.672435
  nChanged 1790
		SP:Iteration 1F (55725.130000 sec): 3 clusters
  Score: Raw -360107.679458 + Penalty 2722.603400 = -357385.076058
  nChanged 397
		SP:Iteration 2F (55725.300000 sec): 3 clusters
  Score: Raw -360383.416474 + Penalty 2722.603400 = -357660.813074
  nChanged 301
		SP:Iteration 3F (55725.480000 sec): 3 clusters
  Score: Raw -360615.580865 + Penalty 2722.603400 = -357892.977465
  nChanged 270
		SP:Iteration 4F (55725.660000 sec): 3 clusters
  Score: Raw -360855.077062 + Penalty 2722.603400 = -358132.473662
  nChanged 226
		SP:Iteration 5F (55725.830000 sec): 3 clusters
  Score: Raw -361049.256221 + Penalty 2722.603400 = -358326.652821
  nChanged 204
		SP:Iteration 6Q (55726.010000 sec): 3 clusters
  Score: Raw -361220.517084 + Penalty 2722.603400 = -358497.913684
  nChanged 172
		SP:Iteration 7Q (55726.180000 sec): 3 clusters
  Score: Raw -361341.642231 + Penalty 2722.603400 = -358619.038831
  nChanged 125
		SP:Iteration 8Q (55726.360000 sec): 3 clusters
  Score: Raw -361426.605951 + Penalty 2722.603400 = -358704.002551
  nChanged 112
		SP:Iteration 9Q (55726.540000 sec): 3 clusters
  Score: Raw -361494.770096 + Penalty 2722.603400 = -358772.166696
  nChanged 90
		SP:Iteration 10Q (55726.660000 sec): 3 clusters
  Score: Raw -361546.212560 + Penalty 2722.603400 = -358823.609160
  nChanged 73
		SP:Iteration 11Q (55726.750000 sec): 3 clusters
  Score: Raw -361582.190533 + Penalty 2722.603400 = -358859.587133
  nChanged 52
		SP:Iteration 12Q (55726.840000 sec): 3 clusters
  Score: Raw -361602.698024 + Penalty 2722.603400 = -358880.094624
  nChanged 39
		SP:Iteration 13Q (55726.930000 sec): 3 clusters
  Score: Raw -361614.832205 + Penalty 2722.603400 = -358892.228805
  nChanged 29
		SP:Iteration 14Q (55727.010000 sec): 3 clusters
  Score: Raw -361623.958715 + Penalty 2722.603400 = -358901.355315
  nChanged 33
		SP:Iteration 15Q (55727.100000 sec): 3 clusters
  Score: Raw -361633.993391 + Penalty 2722.603400 = -358911.389991
  nChanged 33
		SP:Iteration 16Q (55727.190000 sec): 3 clusters
  Score: Raw -361646.004620 + Penalty 2722.603400 = -358923.401220
  nChanged 32
		SP:Iteration 17Q (55727.280000 sec): 3 clusters
  Score: Raw -361658.986160 + Penalty 2722.603400 = -358936.382760
  nChanged 30
		SP:Iteration 18Q (55727.360000 sec): 3 clusters
  Score: Raw -361670.021364 + Penalty 2722.603400 = -358947.417964
  nChanged 28
		SP:Iteration 19Q (55727.450000 sec): 3 clusters
  Score: Raw -361679.077571 + Penalty 2722.603400 = -358956.474171
  nChanged 29
		SP:Iteration 20F (55727.530000 sec): 3 clusters
  Score: Raw -361687.318166 + Penalty 2722.603400 = -358964.714766
  nChanged 21
		SP:Iteration 21Q (55727.620000 sec): 3 clusters
  Score: Raw -361693.841045 + Penalty 2722.603400 = -358971.237645
  nChanged 17
		SP:Iteration 22Q (55727.700000 sec): 3 clusters
  Score: Raw -361697.437447 + Penalty 2722.603400 = -358974.834047
  nChanged 5
		SP:Iteration 23Q (55727.790000 sec): 3 clusters
  Score: Raw -361698.603280 + Penalty 2722.603400 = -358975.999880
  nChanged 7
		SP:Iteration 24Q (55727.880000 sec): 3 clusters
  Score: Raw -361699.581233 + Penalty 2722.603400 = -358976.977833
  nChanged 3
		SP:Iteration 25Q (55727.960000 sec): 3 clusters
  Score: Raw -361700.497057 + Penalty 2722.603400 = -358977.893656
  nChanged 3
		SP:Iteration 26Q (55728.140000 sec): 3 clusters
  Score: Raw -361700.930732 + Penalty 2722.603400 = -358978.327332
  nChanged 3
		SP:Iteration 27Q (55728.320000 sec): 3 clusters
  Score: Raw -361701.216807 + Penalty 2722.603400 = -358978.613407
  nChanged 2
		SP:Iteration 28Q (55728.500000 sec): 3 clusters
  Score: Raw -361701.762043 + Penalty 2722.603400 = -358979.158643
  nChanged 3
		SP:Iteration 29Q (55728.670000 sec): 3 clusters
  Score: Raw -361702.147668 + Penalty 2722.603400 = -358979.544268
  nChanged 3
		SP:Iteration 30Q (55728.850000 sec): 3 clusters
  Score: Raw -361702.868454 + Penalty 2722.603400 = -358980.265054
  nChanged 5
		SP:Iteration 31Q (55729.020000 sec): 3 clusters
  Score: Raw -361704.137773 + Penalty 2722.603400 = -358981.534373
  nChanged 4
		SP:Iteration 32Q (55729.200000 sec): 3 clusters
  Score: Raw -361704.795525 + Penalty 2722.603400 = -358982.192125
  nChanged 1
		SP:Iteration 33Q (55729.370000 sec): 3 clusters
  Score: Raw -361704.839023 + Penalty 2722.603400 = -358982.235623
  nChanged 1
		SP:Iteration 34Q (55729.550000 sec): 3 clusters
  Score: Raw -361705.064557 + Penalty 2722.603400 = -358982.461157
  nChanged 4
		SP:Iteration 35Q (55729.720000 sec): 3 clusters
  Score: Raw -361706.890117 + Penalty 2722.603400 = -358984.286717
  nChanged 7
		SP:Iteration 36Q (55729.900000 sec): 3 clusters
  Score: Raw -361707.839902 + Penalty 2722.603400 = -358985.236502
  nChanged 4
		SP:Iteration 37Q (55730.080000 sec): 3 clusters
  Score: Raw -361708.463930 + Penalty 2722.603400 = -358985.860530
  nChanged 7
		SP:Iteration 38Q (55730.250000 sec): 3 clusters
  Score: Raw -361709.701207 + Penalty 2722.603400 = -358987.097806
  nChanged 5
		SP:Iteration 39Q (55730.430000 sec): 3 clusters
  Score: Raw -361710.398001 + Penalty 2722.603400 = -358987.794601
  nChanged 3
		SP:Iteration 40F (55730.600000 sec): 3 clusters
  Score: Raw -361710.830169 + Penalty 2722.603400 = -358988.226769
  nChanged 3
		SP:Iteration 41Q (55730.780000 sec): 3 clusters
  Score: Raw -361711.209551 + Penalty 2722.603400 = -358988.606150
  nChanged 2
		SP:Iteration 42Q (55730.960000 sec): 3 clusters
  Score: Raw -361711.588237 + Penalty 2722.603400 = -358988.984837
  nChanged 2
		SP:Iteration 43Q (55731.130000 sec): 3 clusters
  Score: Raw -361712.006188 + Penalty 2722.603400 = -358989.402788
  nChanged 1
		SP:Iteration 44Q (55731.310000 sec): 3 clusters
  Score: Raw -361712.097150 + Penalty 2722.603400 = -358989.493750
  nChanged 1
		SP:Iteration 45Q (55731.480000 sec): 3 clusters
  Score: Raw -361712.309475 + Penalty 2722.603400 = -358989.706075
  nChanged 0
		SP:Iteration 46F (55731.660000 sec): 3 clusters
  Score: Raw -361712.309475 + Penalty 2722.603400 = -358989.706075
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 104 (2087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55731.770000 sec): 2 clusters
  Score: Raw -168777.036514 + Penalty 1242.065972 = -167534.970541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55731.950000 sec): 3 clusters
  Score: Raw -167907.672408 + Penalty 2484.131945 = -165423.540463
  nChanged 760
		SP:Iteration 1F (55732.120000 sec): 3 clusters
  Score: Raw -168462.457181 + Penalty 2484.131945 = -165978.325236
  nChanged 199
		SP:Iteration 2F (55732.270000 sec): 3 clusters
  Score: Raw -168653.970687 + Penalty 2484.131945 = -166169.838742
  nChanged 136
		SP:Iteration 3F (55732.310000 sec): 3 clusters
  Score: Raw -168791.994128 + Penalty 2484.131945 = -166307.862183
  nChanged 107
		SP:Iteration 4F (55732.360000 sec): 3 clusters
  Score: Raw -168893.109341 + Penalty 2484.131945 = -166408.977397
  nChanged 75
		SP:Iteration 5Q (55732.400000 sec): 3 clusters
  Score: Raw -168964.580272 + Penalty 2484.131945 = -166480.448327
  nChanged 61
		SP:Iteration 6Q (55732.440000 sec): 3 clusters
  Score: Raw -169009.637883 + Penalty 2484.131945 = -166525.505939
  nChanged 38
		SP:Iteration 7Q (55732.480000 sec): 3 clusters
  Score: Raw -169042.419542 + Penalty 2484.131945 = -166558.287597
  nChanged 32
		SP:Iteration 8Q (55732.530000 sec): 3 clusters
  Score: Raw -169066.702972 + Penalty 2484.131945 = -166582.571027
  nChanged 22
		SP:Iteration 9Q (55732.570000 sec): 3 clusters
  Score: Raw -169084.471467 + Penalty 2484.131945 = -166600.339523
  nChanged 22
		SP:Iteration 10Q (55732.620000 sec): 3 clusters
  Score: Raw -169102.597712 + Penalty 2484.131945 = -166618.465767
  nChanged 26
		SP:Iteration 11Q (55732.660000 sec): 3 clusters
  Score: Raw -169120.602317 + Penalty 2484.131945 = -166636.470372
  nChanged 24
		SP:Iteration 12Q (55732.700000 sec): 3 clusters
  Score: Raw -169137.587388 + Penalty 2484.131945 = -166653.455443
  nChanged 15
		SP:Iteration 13Q (55732.740000 sec): 3 clusters
  Score: Raw -169144.812626 + Penalty 2484.131945 = -166660.680681
  nChanged 10
		SP:Iteration 14Q (55732.790000 sec): 3 clusters
  Score: Raw -169151.384802 + Penalty 2484.131945 = -166667.252857
  nChanged 8
		SP:Iteration 15Q (55732.830000 sec): 3 clusters
  Score: Raw -169155.832420 + Penalty 2484.131945 = -166671.700475
  nChanged 8
		SP:Iteration 16Q (55732.870000 sec): 3 clusters
  Score: Raw -169160.771385 + Penalty 2484.131945 = -166676.639441
  nChanged 8
		SP:Iteration 17Q (55732.920000 sec): 3 clusters
  Score: Raw -169164.365806 + Penalty 2484.131945 = -166680.233861
  nChanged 3
		SP:Iteration 18Q (55732.960000 sec): 3 clusters
  Score: Raw -169165.325814 + Penalty 2484.131945 = -166681.193869
  nChanged 3
		SP:Iteration 19Q (55733.000000 sec): 3 clusters
  Score: Raw -169166.529106 + Penalty 2484.131945 = -166682.397161
  nChanged 2
		SP:Iteration 20F (55733.050000 sec): 3 clusters
  Score: Raw -169167.364049 + Penalty 2484.131945 = -166683.232105
  nChanged 2
		SP:Iteration 21Q (55733.090000 sec): 3 clusters
  Score: Raw -169168.130322 + Penalty 2484.131945 = -166683.998377
  nChanged 1
		SP:Iteration 22Q (55733.130000 sec): 3 clusters
  Score: Raw -169168.219964 + Penalty 2484.131945 = -166684.088019
  nChanged 1
		SP:Iteration 23Q (55733.180000 sec): 3 clusters
  Score: Raw -169168.378615 + Penalty 2484.131945 = -166684.246670
  nChanged 0
		SP:Iteration 24F (55733.220000 sec): 3 clusters
  Score: Raw -169168.378615 + Penalty 2484.131945 = -166684.246670
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 105 (2239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55733.320000 sec): 2 clusters
  Score: Raw -189844.509438 + Penalty 1253.490000 = -188591.019438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55733.500000 sec): 3 clusters
  Score: Raw -188866.041197 + Penalty 2506.980000 = -186359.061197
  nChanged 805
		SP:Iteration 1F (55733.670000 sec): 3 clusters
  Score: Raw -189356.127323 + Penalty 2506.980000 = -186849.147322
  nChanged 177
		SP:Iteration 2F (55733.850000 sec): 3 clusters
  Score: Raw -189484.025767 + Penalty 2506.980000 = -186977.045766
  nChanged 109
		SP:Iteration 3Q (55734.020000 sec): 3 clusters
  Score: Raw -189560.969206 + Penalty 2506.980000 = -187053.989205
  nChanged 107
		SP:Iteration 4Q (55734.200000 sec): 3 clusters
  Score: Raw -189641.723226 + Penalty 2506.980000 = -187134.743225
  nChanged 91
		SP:Iteration 5Q (55734.380000 sec): 3 clusters
  Score: Raw -189716.413668 + Penalty 2506.980000 = -187209.433668
  nChanged 82
		SP:Iteration 6Q (55734.550000 sec): 3 clusters
  Score: Raw -189773.518713 + Penalty 2506.980000 = -187266.538712
  nChanged 64
		SP:Iteration 7Q (55734.730000 sec): 3 clusters
  Score: Raw -189812.847773 + Penalty 2506.980000 = -187305.867773
  nChanged 52
		SP:Iteration 8Q (55734.900000 sec): 3 clusters
  Score: Raw -189842.098704 + Penalty 2506.980000 = -187335.118703
  nChanged 48
		SP:Iteration 9Q (55735.080000 sec): 3 clusters
  Score: Raw -189872.751873 + Penalty 2506.980000 = -187365.771873
  nChanged 39
		SP:Iteration 10Q (55735.260000 sec): 3 clusters
  Score: Raw -189894.524553 + Penalty 2506.980000 = -187387.544553
  nChanged 33
		SP:Iteration 11Q (55735.430000 sec): 3 clusters
  Score: Raw -189914.243760 + Penalty 2506.980000 = -187407.263759
  nChanged 30
		SP:Iteration 12Q (55735.610000 sec): 3 clusters
  Score: Raw -189930.542830 + Penalty 2506.980000 = -187423.562829
  nChanged 19
		SP:Iteration 13Q (55735.780000 sec): 3 clusters
  Score: Raw -189942.553525 + Penalty 2506.980000 = -187435.573524
  nChanged 18
		SP:Iteration 14Q (55735.960000 sec): 3 clusters
  Score: Raw -189952.299329 + Penalty 2506.980000 = -187445.319328
  nChanged 19
		SP:Iteration 15Q (55736.140000 sec): 3 clusters
  Score: Raw -189960.514731 + Penalty 2506.980000 = -187453.534730
  nChanged 9
		SP:Iteration 16Q (55736.310000 sec): 3 clusters
  Score: Raw -189963.926832 + Penalty 2506.980000 = -187456.946832
  nChanged 7
		SP:Iteration 17Q (55736.500000 sec): 3 clusters
  Score: Raw -189966.641213 + Penalty 2506.980000 = -187459.661213
  nChanged 6
		SP:Iteration 18Q (55736.670000 sec): 3 clusters
  Score: Raw -189970.037523 + Penalty 2506.980000 = -187463.057523
  nChanged 12
		SP:Iteration 19Q (55736.840000 sec): 3 clusters
  Score: Raw -189977.764633 + Penalty 2506.980000 = -187470.784632
  nChanged 12
		SP:Iteration 20F (55737.000000 sec): 3 clusters
  Score: Raw -189984.523523 + Penalty 2506.980000 = -187477.543523
  nChanged 7
		SP:Iteration 21Q (55737.150000 sec): 3 clusters
  Score: Raw -189987.025051 + Penalty 2506.980000 = -187480.045051
  nChanged 5
		SP:Iteration 22Q (55737.310000 sec): 3 clusters
  Score: Raw -189988.590652 + Penalty 2506.980000 = -187481.610651
  nChanged 3
		SP:Iteration 23Q (55737.480000 sec): 3 clusters
  Score: Raw -189990.107816 + Penalty 2506.980000 = -187483.127816
  nChanged 3
		SP:Iteration 24Q (55737.660000 sec): 3 clusters
  Score: Raw -189991.519749 + Penalty 2506.980000 = -187484.539749
  nChanged 2
		SP:Iteration 25Q (55737.830000 sec): 3 clusters
  Score: Raw -189992.370012 + Penalty 2506.980000 = -187485.390012
  nChanged 1
		SP:Iteration 26Q (55738.010000 sec): 3 clusters
  Score: Raw -189993.289872 + Penalty 2506.980000 = -187486.309871
  nChanged 2
		SP:Iteration 27Q (55738.190000 sec): 3 clusters
  Score: Raw -189993.864361 + Penalty 2506.980000 = -187486.884361
  nChanged 0
		SP:Iteration 28F (55738.360000 sec): 3 clusters
  Score: Raw -189993.864361 + Penalty 2506.980000 = -187486.884361
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 106 (8837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55738.500000 sec): 2 clusters
  Score: Raw -836165.788010 + Penalty 1476.589194 = -834689.198816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55738.780000 sec): 3 clusters
  Score: Raw -831177.171484 + Penalty 2953.178388 = -828223.993096
  nChanged 3764
		SP:Iteration 1F (55738.920000 sec): 3 clusters
  Score: Raw -833290.763060 + Penalty 2953.178388 = -830337.584672
  nChanged 546
		SP:Iteration 2F (55739.110000 sec): 3 clusters
  Score: Raw -833559.245082 + Penalty 2953.178388 = -830606.066694
  nChanged 485
		SP:Iteration 3F (55739.300000 sec): 3 clusters
  Score: Raw -833821.243291 + Penalty 2953.178388 = -830868.064903
  nChanged 498
		SP:Iteration 4F (55739.490000 sec): 3 clusters
  Score: Raw -834098.923930 + Penalty 2953.178388 = -831145.745542
  nChanged 516
		SP:Iteration 5F (55739.690000 sec): 3 clusters
  Score: Raw -834399.430190 + Penalty 2953.178388 = -831446.251802
  nChanged 512
		SP:Iteration 6F (55739.880000 sec): 3 clusters
  Score: Raw -834700.248614 + Penalty 2953.178388 = -831747.070226
  nChanged 460
		SP:Iteration 7F (55740.070000 sec): 3 clusters
  Score: Raw -834959.596078 + Penalty 2953.178388 = -832006.417690
  nChanged 408
		SP:Iteration 8Q (55740.270000 sec): 3 clusters
  Score: Raw -835148.828593 + Penalty 2953.178388 = -832195.650205
  nChanged 306
		SP:Iteration 9Q (55740.460000 sec): 3 clusters
  Score: Raw -835265.948169 + Penalty 2953.178388 = -832312.769781
  nChanged 221
		SP:Iteration 10Q (55740.650000 sec): 3 clusters
  Score: Raw -835347.245002 + Penalty 2953.178388 = -832394.066614
  nChanged 192
		SP:Iteration 11Q (55740.840000 sec): 3 clusters
  Score: Raw -835411.816071 + Penalty 2953.178388 = -832458.637683
  nChanged 157
		SP:Iteration 12Q (55741.080000 sec): 3 clusters
  Score: Raw -835457.179038 + Penalty 2953.178388 = -832504.000650
  nChanged 125
		SP:Iteration 13Q (55741.360000 sec): 3 clusters
  Score: Raw -835487.164086 + Penalty 2953.178388 = -832533.985698
  nChanged 83
		SP:Iteration 14Q (55741.540000 sec): 3 clusters
  Score: Raw -835505.950584 + Penalty 2953.178388 = -832552.772197
  nChanged 68
		SP:Iteration 15Q (55741.720000 sec): 3 clusters
  Score: Raw -835519.926415 + Penalty 2953.178388 = -832566.748027
  nChanged 54
		SP:Iteration 16Q (55741.910000 sec): 3 clusters
  Score: Raw -835531.242439 + Penalty 2953.178388 = -832578.064051
  nChanged 43
		SP:Iteration 17Q (55742.040000 sec): 3 clusters
  Score: Raw -835540.197942 + Penalty 2953.178388 = -832587.019554
  nChanged 43
		SP:Iteration 18Q (55742.180000 sec): 3 clusters
  Score: Raw -835548.803204 + Penalty 2953.178388 = -832595.624816
  nChanged 36
		SP:Iteration 19Q (55742.370000 sec): 3 clusters
  Score: Raw -835554.616107 + Penalty 2953.178388 = -832601.437719
  nChanged 31
		SP:Iteration 20F (55742.560000 sec): 3 clusters
  Score: Raw -835559.381410 + Penalty 2953.178388 = -832606.203022
  nChanged 32
		SP:Iteration 21Q (55742.760000 sec): 3 clusters
  Score: Raw -835565.434880 + Penalty 2953.178388 = -832612.256492
  nChanged 33
		SP:Iteration 22Q (55742.950000 sec): 3 clusters
  Score: Raw -835570.833232 + Penalty 2953.178388 = -832617.654844
  nChanged 34
		SP:Iteration 23Q (55743.140000 sec): 3 clusters
  Score: Raw -835576.552514 + Penalty 2953.178388 = -832623.374126
  nChanged 32
		SP:Iteration 24Q (55743.340000 sec): 3 clusters
  Score: Raw -835581.454716 + Penalty 2953.178388 = -832628.276329
  nChanged 31
		SP:Iteration 25Q (55743.530000 sec): 3 clusters
  Score: Raw -835585.953766 + Penalty 2953.178388 = -832632.775378
  nChanged 25
		SP:Iteration 26Q (55743.720000 sec): 3 clusters
  Score: Raw -835590.464966 + Penalty 2953.178388 = -832637.286578
  nChanged 23
		SP:Iteration 27Q (55743.920000 sec): 3 clusters
  Score: Raw -835593.976370 + Penalty 2953.178388 = -832640.797983
  nChanged 21
		SP:Iteration 28Q (55744.100000 sec): 3 clusters
  Score: Raw -835596.806972 + Penalty 2953.178388 = -832643.628584
  nChanged 21
		SP:Iteration 29Q (55744.300000 sec): 3 clusters
  Score: Raw -835600.842339 + Penalty 2953.178388 = -832647.663952
  nChanged 22
		SP:Iteration 30Q (55744.490000 sec): 3 clusters
  Score: Raw -835604.952357 + Penalty 2953.178388 = -832651.773969
  nChanged 18
		SP:Iteration 31Q (55744.680000 sec): 3 clusters
  Score: Raw -835607.982018 + Penalty 2953.178388 = -832654.803630
  nChanged 13
		SP:Iteration 32Q (55744.840000 sec): 3 clusters
  Score: Raw -835609.577145 + Penalty 2953.178388 = -832656.398757
  nChanged 13
		SP:Iteration 33Q (55745.080000 sec): 3 clusters
  Score: Raw -835611.401818 + Penalty 2953.178388 = -832658.223430
  nChanged 20
		SP:Iteration 34Q (55745.270000 sec): 3 clusters
  Score: Raw -835614.514396 + Penalty 2953.178388 = -832661.336009
  nChanged 22
		SP:Iteration 35Q (55745.460000 sec): 3 clusters
  Score: Raw -835618.259216 + Penalty 2953.178388 = -832665.080828
  nChanged 26
		SP:Iteration 36Q (55745.650000 sec): 3 clusters
  Score: Raw -835622.290114 + Penalty 2953.178388 = -832669.111726
  nChanged 24
		SP:Iteration 37Q (55745.850000 sec): 3 clusters
  Score: Raw -835626.609838 + Penalty 2953.178388 = -832673.431450
  nChanged 17
		SP:Iteration 38Q (55746.040000 sec): 3 clusters
  Score: Raw -835628.924928 + Penalty 2953.178388 = -832675.746540
  nChanged 14
		SP:Iteration 39Q (55746.320000 sec): 3 clusters
  Score: Raw -835630.563819 + Penalty 2953.178388 = -832677.385432
  nChanged 8
		SP:Iteration 40F (55746.490000 sec): 3 clusters
  Score: Raw -835631.444000 + Penalty 2953.178388 = -832678.265612
  nChanged 3
		SP:Iteration 41Q (55746.630000 sec): 3 clusters
  Score: Raw -835631.769701 + Penalty 2953.178388 = -832678.591313
  nChanged 3
		SP:Iteration 42Q (55746.770000 sec): 3 clusters
  Score: Raw -835632.008408 + Penalty 2953.178388 = -832678.830020
  nChanged 2
		SP:Iteration 43Q (55746.910000 sec): 3 clusters
  Score: Raw -835632.258349 + Penalty 2953.178388 = -832679.079962
  nChanged 4
		SP:Iteration 44Q (55747.050000 sec): 3 clusters
  Score: Raw -835632.632618 + Penalty 2953.178388 = -832679.454230
  nChanged 4
		SP:Iteration 45Q (55747.180000 sec): 3 clusters
  Score: Raw -835632.973571 + Penalty 2953.178388 = -832679.795184
  nChanged 2
		SP:Iteration 46Q (55747.320000 sec): 3 clusters
  Score: Raw -835633.175309 + Penalty 2953.178388 = -832679.996922
  nChanged 4
		SP:Iteration 47Q (55747.460000 sec): 3 clusters
  Score: Raw -835633.555327 + Penalty 2953.178388 = -832680.376940
  nChanged 3
		SP:Iteration 48Q (55747.600000 sec): 3 clusters
  Score: Raw -835633.760980 + Penalty 2953.178388 = -832680.582592
  nChanged 1
		SP:Iteration 49Q (55747.740000 sec): 3 clusters
  Score: Raw -835633.891925 + Penalty 2953.178388 = -832680.713537
  nChanged 1
		SP:Iteration 50Q (55747.940000 sec): 3 clusters
  Score: Raw -835633.936355 + Penalty 2953.178388 = -832680.757967
  nChanged 1
		SP:Iteration 51Q (55748.140000 sec): 3 clusters
  Score: Raw -835634.033334 + Penalty 2953.178388 = -832680.854946
  nChanged 4
		SP:Iteration 52Q (55748.270000 sec): 3 clusters
  Score: Raw -835635.017131 + Penalty 2953.178388 = -832681.838743
  nChanged 5
		SP:Iteration 53Q (55748.490000 sec): 3 clusters
  Score: Raw -835635.881882 + Penalty 2953.178388 = -832682.703494
  nChanged 7
		SP:Iteration 54Q (55748.680000 sec): 3 clusters
  Score: Raw -835636.807390 + Penalty 2953.178388 = -832683.629002
  nChanged 5
		SP:Iteration 55Q (55748.870000 sec): 3 clusters
  Score: Raw -835637.298349 + Penalty 2953.178388 = -832684.119961
  nChanged 6
		SP:Iteration 56Q (55749.060000 sec): 3 clusters
  Score: Raw -835638.199570 + Penalty 2953.178388 = -832685.021182
  nChanged 7
		SP:Iteration 57Q (55749.250000 sec): 3 clusters
  Score: Raw -835639.616110 + Penalty 2953.178388 = -832686.437722
  nChanged 8
		SP:Iteration 58Q (55749.450000 sec): 3 clusters
  Score: Raw -835640.540761 + Penalty 2953.178388 = -832687.362374
  nChanged 4
		SP:Iteration 59Q (55749.690000 sec): 3 clusters
  Score: Raw -835640.965694 + Penalty 2953.178388 = -832687.787306
  nChanged 3
		SP:Iteration 60F (55749.880000 sec): 3 clusters
  Score: Raw -835641.413731 + Penalty 2953.178388 = -832688.235344
  nChanged 4
		SP:Iteration 61Q (55750.060000 sec): 3 clusters
  Score: Raw -835642.122014 + Penalty 2953.178388 = -832688.943627
  nChanged 5
		SP:Iteration 62Q (55750.260000 sec): 3 clusters
  Score: Raw -835642.745553 + Penalty 2953.178388 = -832689.567165
  nChanged 5
		SP:Iteration 63Q (55750.500000 sec): 3 clusters
  Score: Raw -835643.669745 + Penalty 2953.178388 = -832690.491357
  nChanged 8
		SP:Iteration 64Q (55750.680000 sec): 3 clusters
  Score: Raw -835644.980311 + Penalty 2953.178388 = -832691.801923
  nChanged 7
		SP:Iteration 65Q (55750.880000 sec): 3 clusters
  Score: Raw -835645.802663 + Penalty 2953.178388 = -832692.624276
  nChanged 5
		SP:Iteration 66Q (55751.070000 sec): 3 clusters
  Score: Raw -835646.421397 + Penalty 2953.178388 = -832693.243009
  nChanged 5
		SP:Iteration 67Q (55751.260000 sec): 3 clusters
  Score: Raw -835647.023967 + Penalty 2953.178388 = -832693.845580
  nChanged 5
		SP:Iteration 68Q (55751.450000 sec): 3 clusters
  Score: Raw -835647.835402 + Penalty 2953.178388 = -832694.657014
  nChanged 6
		SP:Iteration 69Q (55751.640000 sec): 3 clusters
  Score: Raw -835648.691909 + Penalty 2953.178388 = -832695.513521
  nChanged 8
		SP:Iteration 70Q (55751.840000 sec): 3 clusters
  Score: Raw -835649.647151 + Penalty 2953.178388 = -832696.468764
  nChanged 1
		SP:Iteration 71Q (55752.030000 sec): 3 clusters
  Score: Raw -835649.771840 + Penalty 2953.178388 = -832696.593452
  nChanged 1
		SP:Iteration 72Q (55752.220000 sec): 3 clusters
  Score: Raw -835649.845513 + Penalty 2953.178388 = -832696.667125
  nChanged 1
		SP:Iteration 73Q (55752.420000 sec): 3 clusters
  Score: Raw -835649.955644 + Penalty 2953.178388 = -832696.777256
  nChanged 0
		SP:Iteration 74F (55752.600000 sec): 3 clusters
  Score: Raw -835649.955644 + Penalty 2953.178388 = -832696.777256
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 107 (7172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55752.710000 sec): 2 clusters
  Score: Raw -643675.911720 + Penalty 1442.665223 = -642233.246497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55752.920000 sec): 3 clusters
  Score: Raw -639774.717983 + Penalty 2885.330446 = -636889.387537
  nChanged 3046
		SP:Iteration 1F (55753.120000 sec): 3 clusters
  Score: Raw -641680.939939 + Penalty 2885.330446 = -638795.609493
  nChanged 616
		SP:Iteration 2F (55753.330000 sec): 3 clusters
  Score: Raw -642115.811968 + Penalty 2885.330446 = -639230.481522
  nChanged 487
		SP:Iteration 3F (55753.530000 sec): 3 clusters
  Score: Raw -642421.349913 + Penalty 2885.330446 = -639536.019467
  nChanged 387
		SP:Iteration 4F (55753.730000 sec): 3 clusters
  Score: Raw -642640.635856 + Penalty 2885.330446 = -639755.305409
  nChanged 299
		SP:Iteration 5Q (55753.930000 sec): 3 clusters
  Score: Raw -642790.293626 + Penalty 2885.330446 = -639904.963179
  nChanged 245
		SP:Iteration 6Q (55754.130000 sec): 3 clusters
  Score: Raw -642917.678736 + Penalty 2885.330446 = -640032.348290
  nChanged 208
		SP:Iteration 7Q (55754.340000 sec): 3 clusters
  Score: Raw -643008.527538 + Penalty 2885.330446 = -640123.197092
  nChanged 187
		SP:Iteration 8Q (55754.540000 sec): 3 clusters
  Score: Raw -643082.411730 + Penalty 2885.330446 = -640197.081284
  nChanged 155
		SP:Iteration 9Q (55754.740000 sec): 3 clusters
  Score: Raw -643129.383643 + Penalty 2885.330446 = -640244.053197
  nChanged 110
		SP:Iteration 10Q (55754.940000 sec): 3 clusters
  Score: Raw -643165.342996 + Penalty 2885.330446 = -640280.012550
  nChanged 97
		SP:Iteration 11Q (55755.140000 sec): 3 clusters
  Score: Raw -643192.813238 + Penalty 2885.330446 = -640307.482792
  nChanged 67
		SP:Iteration 12Q (55755.340000 sec): 3 clusters
  Score: Raw -643208.525283 + Penalty 2885.330446 = -640323.194836
  nChanged 60
		SP:Iteration 13Q (55755.550000 sec): 3 clusters
  Score: Raw -643222.054901 + Penalty 2885.330446 = -640336.724454
  nChanged 51
		SP:Iteration 14Q (55755.750000 sec): 3 clusters
  Score: Raw -643231.426286 + Penalty 2885.330446 = -640346.095839
  nChanged 33
		SP:Iteration 15Q (55755.950000 sec): 3 clusters
  Score: Raw -643237.091226 + Penalty 2885.330446 = -640351.760779
  nChanged 31
		SP:Iteration 16Q (55756.150000 sec): 3 clusters
  Score: Raw -643243.130612 + Penalty 2885.330446 = -640357.800166
  nChanged 30
		SP:Iteration 17Q (55756.350000 sec): 3 clusters
  Score: Raw -643248.081452 + Penalty 2885.330446 = -640362.751006
  nChanged 29
		SP:Iteration 18Q (55756.560000 sec): 3 clusters
  Score: Raw -643253.188077 + Penalty 2885.330446 = -640367.857631
  nChanged 28
		SP:Iteration 19Q (55756.760000 sec): 3 clusters
  Score: Raw -643258.814639 + Penalty 2885.330446 = -640373.484193
  nChanged 34
		SP:Iteration 20F (55756.960000 sec): 3 clusters
  Score: Raw -643265.289910 + Penalty 2885.330446 = -640379.959463
  nChanged 31
		SP:Iteration 21Q (55757.160000 sec): 3 clusters
  Score: Raw -643271.970242 + Penalty 2885.330446 = -640386.639796
  nChanged 33
		SP:Iteration 22Q (55757.360000 sec): 3 clusters
  Score: Raw -643279.421461 + Penalty 2885.330446 = -640394.091015
  nChanged 33
		SP:Iteration 23Q (55757.560000 sec): 3 clusters
  Score: Raw -643286.344672 + Penalty 2885.330446 = -640401.014226
  nChanged 35
		SP:Iteration 24Q (55757.760000 sec): 3 clusters
  Score: Raw -643293.096377 + Penalty 2885.330446 = -640407.765930
  nChanged 35
		SP:Iteration 25Q (55757.970000 sec): 3 clusters
  Score: Raw -643301.508804 + Penalty 2885.330446 = -640416.178358
  nChanged 41
		SP:Iteration 26Q (55758.170000 sec): 3 clusters
  Score: Raw -643310.726381 + Penalty 2885.330446 = -640425.395934
  nChanged 40
		SP:Iteration 27Q (55758.370000 sec): 3 clusters
  Score: Raw -643317.675459 + Penalty 2885.330446 = -640432.345013
  nChanged 28
		SP:Iteration 28Q (55758.570000 sec): 3 clusters
  Score: Raw -643323.227578 + Penalty 2885.330446 = -640437.897131
  nChanged 34
		SP:Iteration 29Q (55758.770000 sec): 3 clusters
  Score: Raw -643328.777276 + Penalty 2885.330446 = -640443.446829
  nChanged 30
		SP:Iteration 30Q (55758.980000 sec): 3 clusters
  Score: Raw -643334.347172 + Penalty 2885.330446 = -640449.016726
  nChanged 40
		SP:Iteration 31Q (55759.180000 sec): 3 clusters
  Score: Raw -643340.925364 + Penalty 2885.330446 = -640455.594918
  nChanged 31
		SP:Iteration 32Q (55759.380000 sec): 3 clusters
  Score: Raw -643346.407188 + Penalty 2885.330446 = -640461.076742
  nChanged 29
		SP:Iteration 33Q (55759.580000 sec): 3 clusters
  Score: Raw -643353.350944 + Penalty 2885.330446 = -640468.020498
  nChanged 30
		SP:Iteration 34Q (55759.780000 sec): 3 clusters
  Score: Raw -643360.091618 + Penalty 2885.330446 = -640474.761172
  nChanged 35
		SP:Iteration 35Q (55759.980000 sec): 3 clusters
  Score: Raw -643371.107253 + Penalty 2885.330446 = -640485.776806
  nChanged 42
		SP:Iteration 36Q (55760.190000 sec): 3 clusters
  Score: Raw -643383.444877 + Penalty 2885.330446 = -640498.114431
  nChanged 57
		SP:Iteration 37Q (55760.420000 sec): 3 clusters
  Score: Raw -643401.375143 + Penalty 2885.330446 = -640516.044697
  nChanged 67
		SP:Iteration 38Q (55760.630000 sec): 3 clusters
  Score: Raw -643422.018892 + Penalty 2885.330446 = -640536.688445
  nChanged 65
		SP:Iteration 39Q (55760.830000 sec): 3 clusters
  Score: Raw -643441.684832 + Penalty 2885.330446 = -640556.354386
  nChanged 55
		SP:Iteration 40F (55761.040000 sec): 3 clusters
  Score: Raw -643456.088091 + Penalty 2885.330446 = -640570.757644
  nChanged 59
		SP:Iteration 41Q (55761.240000 sec): 3 clusters
  Score: Raw -643471.334088 + Penalty 2885.330446 = -640586.003642
  nChanged 43
		SP:Iteration 42Q (55761.440000 sec): 3 clusters
  Score: Raw -643485.447961 + Penalty 2885.330446 = -640600.117515
  nChanged 51
		SP:Iteration 43Q (55761.640000 sec): 3 clusters
  Score: Raw -643502.422468 + Penalty 2885.330446 = -640617.092022
  nChanged 59
		SP:Iteration 44Q (55761.840000 sec): 3 clusters
  Score: Raw -643515.345756 + Penalty 2885.330446 = -640630.015310
  nChanged 54
		SP:Iteration 45Q (55762.040000 sec): 3 clusters
  Score: Raw -643529.307736 + Penalty 2885.330446 = -640643.977289
  nChanged 59
		SP:Iteration 46Q (55762.240000 sec): 3 clusters
  Score: Raw -643542.027860 + Penalty 2885.330446 = -640656.697414
  nChanged 46
		SP:Iteration 47Q (55762.450000 sec): 3 clusters
  Score: Raw -643554.011727 + Penalty 2885.330446 = -640668.681281
  nChanged 47
		SP:Iteration 48Q (55762.650000 sec): 3 clusters
  Score: Raw -643565.927339 + Penalty 2885.330446 = -640680.596892
  nChanged 49
		SP:Iteration 49Q (55762.850000 sec): 3 clusters
  Score: Raw -643580.092888 + Penalty 2885.330446 = -640694.762442
  nChanged 55
		SP:Iteration 50Q (55763.050000 sec): 3 clusters
  Score: Raw -643600.497636 + Penalty 2885.330446 = -640715.167190
  nChanged 57
		SP:Iteration 51Q (55763.260000 sec): 3 clusters
  Score: Raw -643623.706432 + Penalty 2885.330446 = -640738.375986
  nChanged 72
		SP:Iteration 52Q (55763.460000 sec): 3 clusters
  Score: Raw -643642.030443 + Penalty 2885.330446 = -640756.699997
  nChanged 50
		SP:Iteration 53Q (55763.660000 sec): 3 clusters
  Score: Raw -643654.651779 + Penalty 2885.330446 = -640769.321333
  nChanged 50
		SP:Iteration 54Q (55763.860000 sec): 3 clusters
  Score: Raw -643670.549816 + Penalty 2885.330446 = -640785.219370
  nChanged 51
		SP:Iteration 55Q (55764.060000 sec): 3 clusters
  Score: Raw -643685.617497 + Penalty 2885.330446 = -640800.287051
  nChanged 53
		SP:Iteration 56Q (55764.300000 sec): 3 clusters
  Score: Raw -643701.284338 + Penalty 2885.330446 = -640815.953891
  nChanged 48
		SP:Iteration 57Q (55764.410000 sec): 3 clusters
  Score: Raw -643717.577964 + Penalty 2885.330446 = -640832.247518
  nChanged 43
		SP:Iteration 58Q (55764.520000 sec): 3 clusters
  Score: Raw -643730.593668 + Penalty 2885.330446 = -640845.263222
  nChanged 43
		SP:Iteration 59Q (55764.640000 sec): 3 clusters
  Score: Raw -643744.268696 + Penalty 2885.330446 = -640858.938249
  nChanged 48
		SP:Iteration 60F (55764.820000 sec): 3 clusters
  Score: Raw -643759.422131 + Penalty 2885.330446 = -640874.091685
  nChanged 40
		SP:Iteration 61Q (55765.030000 sec): 3 clusters
  Score: Raw -643768.176089 + Penalty 2885.330446 = -640882.845643
  nChanged 33
		SP:Iteration 62Q (55765.240000 sec): 3 clusters
  Score: Raw -643775.571652 + Penalty 2885.330446 = -640890.241206
  nChanged 27
		SP:Iteration 63Q (55765.440000 sec): 3 clusters
  Score: Raw -643780.538635 + Penalty 2885.330446 = -640895.208188
  nChanged 22
		SP:Iteration 64Q (55765.650000 sec): 3 clusters
  Score: Raw -643787.515881 + Penalty 2885.330446 = -640902.185435
  nChanged 26
		SP:Iteration 65Q (55765.850000 sec): 3 clusters
  Score: Raw -643795.641695 + Penalty 2885.330446 = -640910.311249
  nChanged 33
		SP:Iteration 66Q (55766.060000 sec): 3 clusters
  Score: Raw -643808.674086 + Penalty 2885.330446 = -640923.343640
  nChanged 40
		SP:Iteration 67Q (55766.260000 sec): 3 clusters
  Score: Raw -643826.027811 + Penalty 2885.330446 = -640940.697364
  nChanged 47
		SP:Iteration 68Q (55766.470000 sec): 3 clusters
  Score: Raw -643840.790422 + Penalty 2885.330446 = -640955.459975
  nChanged 41
		SP:Iteration 69Q (55766.670000 sec): 3 clusters
  Score: Raw -643854.404045 + Penalty 2885.330446 = -640969.073599
  nChanged 42
		SP:Iteration 70Q (55766.870000 sec): 3 clusters
  Score: Raw -643866.868765 + Penalty 2885.330446 = -640981.538319
  nChanged 42
		SP:Iteration 71Q (55767.080000 sec): 3 clusters
  Score: Raw -643880.074198 + Penalty 2885.330446 = -640994.743751
  nChanged 41
		SP:Iteration 72Q (55767.290000 sec): 3 clusters
  Score: Raw -643890.513980 + Penalty 2885.330446 = -641005.183534
  nChanged 37
		SP:Iteration 73Q (55767.490000 sec): 3 clusters
  Score: Raw -643901.278765 + Penalty 2885.330446 = -641015.948319
  nChanged 31
		SP:Iteration 74Q (55767.690000 sec): 3 clusters
  Score: Raw -643910.046477 + Penalty 2885.330446 = -641024.716030
  nChanged 36
		SP:Iteration 75Q (55767.900000 sec): 3 clusters
  Score: Raw -643922.417226 + Penalty 2885.330446 = -641037.086780
  nChanged 33
		SP:Iteration 76Q (55768.110000 sec): 3 clusters
  Score: Raw -643932.449371 + Penalty 2885.330446 = -641047.118925
  nChanged 32
		SP:Iteration 77Q (55768.310000 sec): 3 clusters
  Score: Raw -643943.663285 + Penalty 2885.330446 = -641058.332839
  nChanged 40
		SP:Iteration 78Q (55768.520000 sec): 3 clusters
  Score: Raw -643955.695245 + Penalty 2885.330446 = -641070.364798
  nChanged 40
		SP:Iteration 79Q (55768.720000 sec): 3 clusters
  Score: Raw -643971.114982 + Penalty 2885.330446 = -641085.784536
  nChanged 39
		SP:Iteration 80F (55768.930000 sec): 3 clusters
  Score: Raw -643985.604100 + Penalty 2885.330446 = -641100.273654
  nChanged 32
		SP:Iteration 81Q (55769.120000 sec): 3 clusters
  Score: Raw -643999.903383 + Penalty 2885.330446 = -641114.572937
  nChanged 35
		SP:Iteration 82Q (55769.330000 sec): 3 clusters
  Score: Raw -644018.607992 + Penalty 2885.330446 = -641133.277546
  nChanged 29
		SP:Iteration 83Q (55769.530000 sec): 3 clusters
  Score: Raw -644032.091552 + Penalty 2885.330446 = -641146.761105
  nChanged 25
		SP:Iteration 84Q (55769.730000 sec): 3 clusters
  Score: Raw -644042.233787 + Penalty 2885.330446 = -641156.903341
  nChanged 18
		SP:Iteration 85Q (55769.930000 sec): 3 clusters
  Score: Raw -644047.989733 + Penalty 2885.330446 = -641162.659286
  nChanged 21
		SP:Iteration 86Q (55770.140000 sec): 3 clusters
  Score: Raw -644055.964866 + Penalty 2885.330446 = -641170.634420
  nChanged 24
		SP:Iteration 87Q (55770.250000 sec): 3 clusters
  Score: Raw -644065.908013 + Penalty 2885.330446 = -641180.577567
  nChanged 22
		SP:Iteration 88Q (55770.370000 sec): 3 clusters
  Score: Raw -644073.812273 + Penalty 2885.330446 = -641188.481826
  nChanged 14
		SP:Iteration 89Q (55770.480000 sec): 3 clusters
  Score: Raw -644078.896854 + Penalty 2885.330446 = -641193.566408
  nChanged 19
		SP:Iteration 90Q (55770.580000 sec): 3 clusters
  Score: Raw -644085.044299 + Penalty 2885.330446 = -641199.713853
  nChanged 21
		SP:Iteration 91Q (55770.700000 sec): 3 clusters
  Score: Raw -644092.173965 + Penalty 2885.330446 = -641206.843519
  nChanged 13
		SP:Iteration 92Q (55770.800000 sec): 3 clusters
  Score: Raw -644097.829566 + Penalty 2885.330446 = -641212.499119
  nChanged 13
		SP:Iteration 93Q (55770.920000 sec): 3 clusters
  Score: Raw -644102.559702 + Penalty 2885.330446 = -641217.229256
  nChanged 13
		SP:Iteration 94Q (55771.030000 sec): 3 clusters
  Score: Raw -644107.740019 + Penalty 2885.330446 = -641222.409572
  nChanged 13
		SP:Iteration 95Q (55771.140000 sec): 3 clusters
  Score: Raw -644112.760541 + Penalty 2885.330446 = -641227.430095
  nChanged 11
		SP:Iteration 96Q (55771.260000 sec): 3 clusters
  Score: Raw -644117.502649 + Penalty 2885.330446 = -641232.172203
  nChanged 7
		SP:Iteration 97Q (55771.370000 sec): 3 clusters
  Score: Raw -644119.165717 + Penalty 2885.330446 = -641233.835270
  nChanged 5
		SP:Iteration 98Q (55771.560000 sec): 3 clusters
  Score: Raw -644120.705170 + Penalty 2885.330446 = -641235.374724
  nChanged 9
		SP:Iteration 99Q (55771.770000 sec): 3 clusters
  Score: Raw -644124.125887 + Penalty 2885.330446 = -641238.795440
  nChanged 11
		SP:Iteration 100F (55771.950000 sec): 3 clusters
  Score: Raw -644129.037705 + Penalty 2885.330446 = -641243.707259
  nChanged 9
		SP:Iteration 101Q (55772.060000 sec): 3 clusters
  Score: Raw -644132.970244 + Penalty 2885.330446 = -641247.639798
  nChanged 9
		SP:Iteration 102Q (55772.170000 sec): 3 clusters
  Score: Raw -644135.333321 + Penalty 2885.330446 = -641250.002875
  nChanged 8
		SP:Iteration 103Q (55772.280000 sec): 3 clusters
  Score: Raw -644138.598896 + Penalty 2885.330446 = -641253.268449
  nChanged 7
		SP:Iteration 104Q (55772.390000 sec): 3 clusters
  Score: Raw -644140.308856 + Penalty 2885.330446 = -641254.978410
  nChanged 5
		SP:Iteration 105Q (55772.510000 sec): 3 clusters
  Score: Raw -644141.679612 + Penalty 2885.330446 = -641256.349166
  nChanged 4
		SP:Iteration 106Q (55772.690000 sec): 3 clusters
  Score: Raw -644142.514603 + Penalty 2885.330446 = -641257.184157
  nChanged 3
		SP:Iteration 107Q (55772.800000 sec): 3 clusters
  Score: Raw -644143.274358 + Penalty 2885.330446 = -641257.943912
  nChanged 3
		SP:Iteration 108Q (55772.910000 sec): 3 clusters
  Score: Raw -644144.159567 + Penalty 2885.330446 = -641258.829121
  nChanged 3
		SP:Iteration 109Q (55773.020000 sec): 3 clusters
  Score: Raw -644144.933520 + Penalty 2885.330446 = -641259.603074
  nChanged 1
		SP:Iteration 110Q (55773.220000 sec): 3 clusters
  Score: Raw -644145.098062 + Penalty 2885.330446 = -641259.767616
  nChanged 1
		SP:Iteration 111Q (55773.410000 sec): 3 clusters
  Score: Raw -644145.575244 + Penalty 2885.330446 = -641260.244798
  nChanged 0
		SP:Iteration 112F (55773.600000 sec): 3 clusters
  Score: Raw -644145.575244 + Penalty 2885.330446 = -641260.244798
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 108 (10150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55773.750000 sec): 2 clusters
  Score: Raw -883417.819604 + Penalty 1499.099710 = -881918.719894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55773.990000 sec): 3 clusters
  Score: Raw -877709.057766 + Penalty 2998.199420 = -874710.858346
  nChanged 4249
		SP:Iteration 1F (55774.240000 sec): 3 clusters
  Score: Raw -880053.459925 + Penalty 2998.199420 = -877055.260505
  nChanged 677
		SP:Iteration 2F (55774.450000 sec): 3 clusters
  Score: Raw -880398.201180 + Penalty 2998.199420 = -877400.001760
  nChanged 634
		SP:Iteration 3F (55774.590000 sec): 3 clusters
  Score: Raw -880737.233373 + Penalty 2998.199420 = -877739.033953
  nChanged 577
		SP:Iteration 4F (55774.860000 sec): 3 clusters
  Score: Raw -881052.242435 + Penalty 2998.199420 = -878054.043015
  nChanged 550
		SP:Iteration 5F (55775.130000 sec): 3 clusters
  Score: Raw -881377.645808 + Penalty 2998.199420 = -878379.446388
  nChanged 532
		SP:Iteration 6F (55775.390000 sec): 3 clusters
  Score: Raw -881718.857170 + Penalty 2998.199420 = -878720.657750
  nChanged 529
		SP:Iteration 7F (55775.620000 sec): 3 clusters
  Score: Raw -882062.532026 + Penalty 2998.199420 = -879064.332606
  nChanged 495
		SP:Iteration 8Q (55775.890000 sec): 3 clusters
  Score: Raw -882349.788570 + Penalty 2998.199420 = -879351.589150
  nChanged 389
		SP:Iteration 9Q (55776.150000 sec): 3 clusters
  Score: Raw -882591.657143 + Penalty 2998.199420 = -879593.457723
  nChanged 352
		SP:Iteration 10Q (55776.420000 sec): 3 clusters
  Score: Raw -882822.254505 + Penalty 2998.199420 = -879824.055085
  nChanged 314
		SP:Iteration 11Q (55776.680000 sec): 3 clusters
  Score: Raw -882991.089874 + Penalty 2998.199420 = -879992.890454
  nChanged 269
		SP:Iteration 12Q (55776.940000 sec): 3 clusters
  Score: Raw -883119.740805 + Penalty 2998.199420 = -880121.541385
  nChanged 246
		SP:Iteration 13Q (55777.210000 sec): 3 clusters
  Score: Raw -883230.404877 + Penalty 2998.199420 = -880232.205457
  nChanged 209
		SP:Iteration 14Q (55777.470000 sec): 3 clusters
  Score: Raw -883305.529070 + Penalty 2998.199420 = -880307.329650
  nChanged 153
		SP:Iteration 15Q (55777.740000 sec): 3 clusters
  Score: Raw -883355.600415 + Penalty 2998.199420 = -880357.400995
  nChanged 123
		SP:Iteration 16Q (55778.000000 sec): 3 clusters
  Score: Raw -883385.690364 + Penalty 2998.199420 = -880387.490944
  nChanged 86
		SP:Iteration 17Q (55778.270000 sec): 3 clusters
  Score: Raw -883409.965539 + Penalty 2998.199420 = -880411.766119
  nChanged 87
		SP:Iteration 18Q (55778.530000 sec): 3 clusters
  Score: Raw -883433.888956 + Penalty 2998.199420 = -880435.689536
  nChanged 84
		SP:Iteration 19Q (55778.790000 sec): 3 clusters
  Score: Raw -883453.515994 + Penalty 2998.199420 = -880455.316574
  nChanged 69
		SP:Iteration 20F (55779.060000 sec): 3 clusters
  Score: Raw -883467.443572 + Penalty 2998.199420 = -880469.244152
  nChanged 55
		SP:Iteration 21Q (55779.330000 sec): 3 clusters
  Score: Raw -883477.711225 + Penalty 2998.199420 = -880479.511805
  nChanged 54
		SP:Iteration 22Q (55779.550000 sec): 3 clusters
  Score: Raw -883486.700580 + Penalty 2998.199420 = -880488.501160
  nChanged 49
		SP:Iteration 23Q (55779.770000 sec): 3 clusters
  Score: Raw -883496.372881 + Penalty 2998.199420 = -880498.173461
  nChanged 41
		SP:Iteration 24Q (55780.000000 sec): 3 clusters
  Score: Raw -883503.054783 + Penalty 2998.199420 = -880504.855363
  nChanged 35
		SP:Iteration 25Q (55780.220000 sec): 3 clusters
  Score: Raw -883507.222533 + Penalty 2998.199420 = -880509.023113
  nChanged 23
		SP:Iteration 26Q (55780.450000 sec): 3 clusters
  Score: Raw -883511.100880 + Penalty 2998.199420 = -880512.901460
  nChanged 24
		SP:Iteration 27Q (55780.670000 sec): 3 clusters
  Score: Raw -883514.959486 + Penalty 2998.199420 = -880516.760066
  nChanged 18
		SP:Iteration 28Q (55780.890000 sec): 3 clusters
  Score: Raw -883518.574452 + Penalty 2998.199420 = -880520.375032
  nChanged 30
		SP:Iteration 29Q (55781.120000 sec): 3 clusters
  Score: Raw -883522.708722 + Penalty 2998.199420 = -880524.509302
  nChanged 21
		SP:Iteration 30Q (55781.340000 sec): 3 clusters
  Score: Raw -883525.912637 + Penalty 2998.199420 = -880527.713217
  nChanged 22
		SP:Iteration 31Q (55781.650000 sec): 3 clusters
  Score: Raw -883529.587040 + Penalty 2998.199420 = -880531.387620
  nChanged 16
		SP:Iteration 32Q (55781.840000 sec): 3 clusters
  Score: Raw -883531.563718 + Penalty 2998.199420 = -880533.364298
  nChanged 14
		SP:Iteration 33Q (55782.110000 sec): 3 clusters
  Score: Raw -883533.041217 + Penalty 2998.199420 = -880534.841797
  nChanged 14
		SP:Iteration 34Q (55782.370000 sec): 3 clusters
  Score: Raw -883534.216971 + Penalty 2998.199420 = -880536.017551
  nChanged 6
		SP:Iteration 35Q (55782.630000 sec): 3 clusters
  Score: Raw -883534.688928 + Penalty 2998.199420 = -880536.489508
  nChanged 5
		SP:Iteration 36Q (55782.900000 sec): 3 clusters
  Score: Raw -883535.233978 + Penalty 2998.199420 = -880537.034558
  nChanged 5
		SP:Iteration 37Q (55783.160000 sec): 3 clusters
  Score: Raw -883536.018864 + Penalty 2998.199420 = -880537.819445
  nChanged 5
		SP:Iteration 38Q (55783.430000 sec): 3 clusters
  Score: Raw -883536.611485 + Penalty 2998.199420 = -880538.412065
  nChanged 6
		SP:Iteration 39Q (55783.690000 sec): 3 clusters
  Score: Raw -883537.356765 + Penalty 2998.199420 = -880539.157345
  nChanged 4
		SP:Iteration 40F (55783.960000 sec): 3 clusters
  Score: Raw -883537.802251 + Penalty 2998.199420 = -880539.602831
  nChanged 6
		SP:Iteration 41Q (55784.220000 sec): 3 clusters
  Score: Raw -883538.350856 + Penalty 2998.199420 = -880540.151436
  nChanged 1
		SP:Iteration 42Q (55784.490000 sec): 3 clusters
  Score: Raw -883538.508639 + Penalty 2998.199420 = -880540.309219
  nChanged 1
		SP:Iteration 43Q (55784.800000 sec): 3 clusters
  Score: Raw -883538.636183 + Penalty 2998.199420 = -880540.436764
  nChanged 2
		SP:Iteration 44Q (55784.990000 sec): 3 clusters
  Score: Raw -883538.902699 + Penalty 2998.199420 = -880540.703280
  nChanged 3
		SP:Iteration 45Q (55785.250000 sec): 3 clusters
  Score: Raw -883539.265624 + Penalty 2998.199420 = -880541.066204
  nChanged 3
		SP:Iteration 46Q (55785.510000 sec): 3 clusters
  Score: Raw -883539.588381 + Penalty 2998.199420 = -880541.388961
  nChanged 1
		SP:Iteration 47Q (55785.780000 sec): 3 clusters
  Score: Raw -883539.639214 + Penalty 2998.199420 = -880541.439794
  nChanged 0
		SP:Iteration 48F (55786.040000 sec): 3 clusters
  Score: Raw -883539.639214 + Penalty 2998.199420 = -880541.439794
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 109 (2646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55786.130000 sec): 2 clusters
  Score: Raw -209135.151663 + Penalty 1280.630706 = -207854.520957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55786.310000 sec): 3 clusters
  Score: Raw -207961.251216 + Penalty 2561.261412 = -205399.989804
  nChanged 1019
		SP:Iteration 1F (55786.490000 sec): 3 clusters
  Score: Raw -208794.753412 + Penalty 2561.261412 = -206233.492000
  nChanged 259
		SP:Iteration 2F (55786.660000 sec): 3 clusters
  Score: Raw -209037.036565 + Penalty 2561.261412 = -206475.775153
  nChanged 166
		SP:Iteration 3F (55786.840000 sec): 3 clusters
  Score: Raw -209164.166519 + Penalty 2561.261412 = -206602.905107
  nChanged 109
		SP:Iteration 4Q (55787.010000 sec): 3 clusters
  Score: Raw -209241.664110 + Penalty 2561.261412 = -206680.402698
  nChanged 88
		SP:Iteration 5Q (55787.190000 sec): 3 clusters
  Score: Raw -209299.747458 + Penalty 2561.261412 = -206738.486046
  nChanged 60
		SP:Iteration 6Q (55787.370000 sec): 3 clusters
  Score: Raw -209336.692265 + Penalty 2561.261412 = -206775.430853
  nChanged 45
		SP:Iteration 7Q (55787.540000 sec): 3 clusters
  Score: Raw -209362.819013 + Penalty 2561.261412 = -206801.557601
  nChanged 36
		SP:Iteration 8Q (55787.720000 sec): 3 clusters
  Score: Raw -209384.530538 + Penalty 2561.261412 = -206823.269126
  nChanged 31
		SP:Iteration 9Q (55787.890000 sec): 3 clusters
  Score: Raw -209398.411207 + Penalty 2561.261412 = -206837.149795
  nChanged 22
		SP:Iteration 10Q (55788.070000 sec): 3 clusters
  Score: Raw -209410.902322 + Penalty 2561.261412 = -206849.640910
  nChanged 17
		SP:Iteration 11Q (55788.240000 sec): 3 clusters
  Score: Raw -209417.256883 + Penalty 2561.261412 = -206855.995471
  nChanged 14
		SP:Iteration 12Q (55788.420000 sec): 3 clusters
  Score: Raw -209424.688723 + Penalty 2561.261412 = -206863.427311
  nChanged 15
		SP:Iteration 13Q (55788.590000 sec): 3 clusters
  Score: Raw -209435.738218 + Penalty 2561.261412 = -206874.476806
  nChanged 22
		SP:Iteration 14Q (55788.770000 sec): 3 clusters
  Score: Raw -209449.408946 + Penalty 2561.261412 = -206888.147534
  nChanged 24
		SP:Iteration 15Q (55788.950000 sec): 3 clusters
  Score: Raw -209464.041204 + Penalty 2561.261412 = -206902.779792
  nChanged 19
		SP:Iteration 16Q (55789.120000 sec): 3 clusters
  Score: Raw -209473.576892 + Penalty 2561.261412 = -206912.315480
  nChanged 12
		SP:Iteration 17Q (55789.300000 sec): 3 clusters
  Score: Raw -209478.019524 + Penalty 2561.261412 = -206916.758112
  nChanged 4
		SP:Iteration 18Q (55789.470000 sec): 3 clusters
  Score: Raw -209480.016315 + Penalty 2561.261412 = -206918.754903
  nChanged 8
		SP:Iteration 19Q (55789.650000 sec): 3 clusters
  Score: Raw -209482.499050 + Penalty 2561.261412 = -206921.237638
  nChanged 4
		SP:Iteration 20F (55789.830000 sec): 3 clusters
  Score: Raw -209483.809029 + Penalty 2561.261412 = -206922.547617
  nChanged 8
		SP:Iteration 21Q (55790.000000 sec): 3 clusters
  Score: Raw -209487.183830 + Penalty 2561.261412 = -206925.922418
  nChanged 6
		SP:Iteration 22Q (55790.180000 sec): 3 clusters
  Score: Raw -209489.615790 + Penalty 2561.261412 = -206928.354378
  nChanged 5
		SP:Iteration 23Q (55790.350000 sec): 3 clusters
  Score: Raw -209492.599379 + Penalty 2561.261412 = -206931.337967
  nChanged 7
		SP:Iteration 24Q (55790.530000 sec): 3 clusters
  Score: Raw -209496.545735 + Penalty 2561.261412 = -206935.284323
  nChanged 8
		SP:Iteration 25Q (55790.710000 sec): 3 clusters
  Score: Raw -209500.584771 + Penalty 2561.261412 = -206939.323359
  nChanged 9
		SP:Iteration 26Q (55790.880000 sec): 3 clusters
  Score: Raw -209503.274313 + Penalty 2561.261412 = -206942.012901
  nChanged 4
		SP:Iteration 27Q (55791.060000 sec): 3 clusters
  Score: Raw -209504.594996 + Penalty 2561.261412 = -206943.333584
  nChanged 1
		SP:Iteration 28Q (55791.230000 sec): 3 clusters
  Score: Raw -209505.066826 + Penalty 2561.261412 = -206943.805414
  nChanged 1
		SP:Iteration 29Q (55791.410000 sec): 3 clusters
  Score: Raw -209506.459740 + Penalty 2561.261412 = -206945.198328
  nChanged 2
		SP:Iteration 30Q (55791.590000 sec): 3 clusters
  Score: Raw -209507.003198 + Penalty 2561.261412 = -206945.741786
  nChanged 1
		SP:Iteration 31Q (55791.760000 sec): 3 clusters
  Score: Raw -209507.456706 + Penalty 2561.261412 = -206946.195294
  nChanged 1
		SP:Iteration 32Q (55791.940000 sec): 3 clusters
  Score: Raw -209507.549325 + Penalty 2561.261412 = -206946.287913
  nChanged 2
		SP:Iteration 33Q (55792.110000 sec): 3 clusters
  Score: Raw -209507.857245 + Penalty 2561.261412 = -206946.595833
  nChanged 0
		SP:Iteration 34F (55792.290000 sec): 3 clusters
  Score: Raw -209507.857245 + Penalty 2561.261412 = -206946.595833
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 110 (2024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55792.370000 sec): 2 clusters
  Score: Raw -170219.798390 + Penalty 1237.085042 = -168982.713348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55792.550000 sec): 3 clusters
  Score: Raw -169406.913578 + Penalty 2474.170085 = -166932.743493
  nChanged 694
		SP:Iteration 1F (55792.730000 sec): 3 clusters
  Score: Raw -169948.637255 + Penalty 2474.170085 = -167474.467170
  nChanged 185
		SP:Iteration 2F (55792.900000 sec): 3 clusters
  Score: Raw -170130.746702 + Penalty 2474.170085 = -167656.576617
  nChanged 110
		SP:Iteration 3F (55793.080000 sec): 3 clusters
  Score: Raw -170220.435257 + Penalty 2474.170085 = -167746.265172
  nChanged 79
		SP:Iteration 4Q (55793.250000 sec): 3 clusters
  Score: Raw -170275.646969 + Penalty 2474.170085 = -167801.476885
  nChanged 56
		SP:Iteration 5Q (55793.430000 sec): 3 clusters
  Score: Raw -170314.034034 + Penalty 2474.170085 = -167839.863949
  nChanged 38
		SP:Iteration 6Q (55793.610000 sec): 3 clusters
  Score: Raw -170338.950631 + Penalty 2474.170085 = -167864.780546
  nChanged 28
		SP:Iteration 7Q (55793.780000 sec): 3 clusters
  Score: Raw -170351.875521 + Penalty 2474.170085 = -167877.705436
  nChanged 23
		SP:Iteration 8Q (55793.960000 sec): 3 clusters
  Score: Raw -170368.617002 + Penalty 2474.170085 = -167894.446917
  nChanged 25
		SP:Iteration 9Q (55794.130000 sec): 3 clusters
  Score: Raw -170382.503100 + Penalty 2474.170085 = -167908.333015
  nChanged 24
		SP:Iteration 10Q (55794.310000 sec): 3 clusters
  Score: Raw -170397.230785 + Penalty 2474.170085 = -167923.060700
  nChanged 24
		SP:Iteration 11Q (55794.490000 sec): 3 clusters
  Score: Raw -170407.184774 + Penalty 2474.170085 = -167933.014689
  nChanged 13
		SP:Iteration 12Q (55794.660000 sec): 3 clusters
  Score: Raw -170414.723375 + Penalty 2474.170085 = -167940.553290
  nChanged 14
		SP:Iteration 13Q (55794.840000 sec): 3 clusters
  Score: Raw -170420.983982 + Penalty 2474.170085 = -167946.813897
  nChanged 12
		SP:Iteration 14Q (55795.010000 sec): 3 clusters
  Score: Raw -170428.320941 + Penalty 2474.170085 = -167954.150856
  nChanged 14
		SP:Iteration 15Q (55795.190000 sec): 3 clusters
  Score: Raw -170436.894466 + Penalty 2474.170085 = -167962.724381
  nChanged 13
		SP:Iteration 16Q (55795.370000 sec): 3 clusters
  Score: Raw -170446.564726 + Penalty 2474.170085 = -167972.394641
  nChanged 16
		SP:Iteration 17Q (55795.540000 sec): 3 clusters
  Score: Raw -170455.351937 + Penalty 2474.170085 = -167981.181852
  nChanged 11
		SP:Iteration 18Q (55795.720000 sec): 3 clusters
  Score: Raw -170460.790679 + Penalty 2474.170085 = -167986.620594
  nChanged 9
		SP:Iteration 19Q (55795.890000 sec): 3 clusters
  Score: Raw -170464.293975 + Penalty 2474.170085 = -167990.123891
  nChanged 12
		SP:Iteration 20F (55796.070000 sec): 3 clusters
  Score: Raw -170470.342662 + Penalty 2474.170085 = -167996.172577
  nChanged 9
		SP:Iteration 21Q (55796.250000 sec): 3 clusters
  Score: Raw -170475.631707 + Penalty 2474.170085 = -168001.461622
  nChanged 12
		SP:Iteration 22Q (55796.420000 sec): 3 clusters
  Score: Raw -170485.303206 + Penalty 2474.170085 = -168011.133121
  nChanged 9
		SP:Iteration 23Q (55796.600000 sec): 3 clusters
  Score: Raw -170491.408119 + Penalty 2474.170085 = -168017.238035
  nChanged 5
		SP:Iteration 24Q (55796.770000 sec): 3 clusters
  Score: Raw -170492.448418 + Penalty 2474.170085 = -168018.278333
  nChanged 2
		SP:Iteration 25Q (55796.950000 sec): 3 clusters
  Score: Raw -170494.327168 + Penalty 2474.170085 = -168020.157083
  nChanged 3
		SP:Iteration 26Q (55797.130000 sec): 3 clusters
  Score: Raw -170495.759919 + Penalty 2474.170085 = -168021.589834
  nChanged 1
		SP:Iteration 27Q (55797.300000 sec): 3 clusters
  Score: Raw -170496.775985 + Penalty 2474.170085 = -168022.605900
  nChanged 2
		SP:Iteration 28Q (55797.470000 sec): 3 clusters
  Score: Raw -170497.819406 + Penalty 2474.170085 = -168023.649321
  nChanged 1
		SP:Iteration 29Q (55797.650000 sec): 3 clusters
  Score: Raw -170498.310400 + Penalty 2474.170085 = -168024.140315
  nChanged 0
		SP:Iteration 30F (55797.830000 sec): 3 clusters
  Score: Raw -170498.310400 + Penalty 2474.170085 = -168024.140315
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 111 (3189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55797.950000 sec): 2 clusters
  Score: Raw -264180.967015 + Penalty 1310.962683 = -262870.004331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55798.120000 sec): 3 clusters
  Score: Raw -262663.770372 + Penalty 2621.925367 = -260041.845005
  nChanged 1226
		SP:Iteration 1F (55798.290000 sec): 3 clusters
  Score: Raw -263496.312860 + Penalty 2621.925367 = -260874.387493
  nChanged 291
		SP:Iteration 2F (55798.470000 sec): 3 clusters
  Score: Raw -263772.568293 + Penalty 2621.925367 = -261150.642926
  nChanged 219
		SP:Iteration 3F (55798.650000 sec): 3 clusters
  Score: Raw -263977.798984 + Penalty 2621.925367 = -261355.873617
  nChanged 179
		SP:Iteration 4F (55798.820000 sec): 3 clusters
  Score: Raw -264142.914915 + Penalty 2621.925367 = -261520.989549
  nChanged 140
		SP:Iteration 5Q (55799.000000 sec): 3 clusters
  Score: Raw -264247.463278 + Penalty 2621.925367 = -261625.537911
  nChanged 104
		SP:Iteration 6Q (55799.170000 sec): 3 clusters
  Score: Raw -264310.225679 + Penalty 2621.925367 = -261688.300312
  nChanged 81
		SP:Iteration 7Q (55799.350000 sec): 3 clusters
  Score: Raw -264364.028306 + Penalty 2621.925367 = -261742.102939
  nChanged 78
		SP:Iteration 8Q (55799.530000 sec): 3 clusters
  Score: Raw -264403.920293 + Penalty 2621.925367 = -261781.994926
  nChanged 65
		SP:Iteration 9Q (55799.700000 sec): 3 clusters
  Score: Raw -264430.214419 + Penalty 2621.925367 = -261808.289053
  nChanged 48
		SP:Iteration 10Q (55799.880000 sec): 3 clusters
  Score: Raw -264451.874322 + Penalty 2621.925367 = -261829.948955
  nChanged 49
		SP:Iteration 11Q (55800.050000 sec): 3 clusters
  Score: Raw -264469.822900 + Penalty 2621.925367 = -261847.897533
  nChanged 41
		SP:Iteration 12Q (55800.230000 sec): 3 clusters
  Score: Raw -264490.367090 + Penalty 2621.925367 = -261868.441723
  nChanged 47
		SP:Iteration 13Q (55800.410000 sec): 3 clusters
  Score: Raw -264521.048227 + Penalty 2621.925367 = -261899.122860
  nChanged 50
		SP:Iteration 14Q (55800.580000 sec): 3 clusters
  Score: Raw -264543.830568 + Penalty 2621.925367 = -261921.905201
  nChanged 43
		SP:Iteration 15Q (55800.760000 sec): 3 clusters
  Score: Raw -264561.978278 + Penalty 2621.925367 = -261940.052911
  nChanged 36
		SP:Iteration 16Q (55800.940000 sec): 3 clusters
  Score: Raw -264575.364174 + Penalty 2621.925367 = -261953.438807
  nChanged 34
		SP:Iteration 17Q (55801.110000 sec): 3 clusters
  Score: Raw -264592.495868 + Penalty 2621.925367 = -261970.570501
  nChanged 34
		SP:Iteration 18Q (55801.290000 sec): 3 clusters
  Score: Raw -264606.393163 + Penalty 2621.925367 = -261984.467797
  nChanged 28
		SP:Iteration 19Q (55801.460000 sec): 3 clusters
  Score: Raw -264617.395290 + Penalty 2621.925367 = -261995.469923
  nChanged 23
		SP:Iteration 20F (55801.640000 sec): 3 clusters
  Score: Raw -264627.049429 + Penalty 2621.925367 = -262005.124063
  nChanged 21
		SP:Iteration 21Q (55801.810000 sec): 3 clusters
  Score: Raw -264634.537356 + Penalty 2621.925367 = -262012.611990
  nChanged 17
		SP:Iteration 22Q (55801.990000 sec): 3 clusters
  Score: Raw -264639.430122 + Penalty 2621.925367 = -262017.504756
  nChanged 12
		SP:Iteration 23Q (55802.160000 sec): 3 clusters
  Score: Raw -264643.101505 + Penalty 2621.925367 = -262021.176138
  nChanged 14
		SP:Iteration 24Q (55802.340000 sec): 3 clusters
  Score: Raw -264647.849970 + Penalty 2621.925367 = -262025.924603
  nChanged 17
		SP:Iteration 25Q (55802.520000 sec): 3 clusters
  Score: Raw -264655.054610 + Penalty 2621.925367 = -262033.129244
  nChanged 17
		SP:Iteration 26Q (55802.630000 sec): 3 clusters
  Score: Raw -264661.151077 + Penalty 2621.925367 = -262039.225711
  nChanged 12
		SP:Iteration 27Q (55802.700000 sec): 3 clusters
  Score: Raw -264664.390252 + Penalty 2621.925367 = -262042.464885
  nChanged 7
		SP:Iteration 28Q (55802.750000 sec): 3 clusters
  Score: Raw -264667.038435 + Penalty 2621.925367 = -262045.113068
  nChanged 7
		SP:Iteration 29Q (55802.810000 sec): 3 clusters
  Score: Raw -264668.244684 + Penalty 2621.925367 = -262046.319317
  nChanged 5
		SP:Iteration 30Q (55802.870000 sec): 3 clusters
  Score: Raw -264669.344768 + Penalty 2621.925367 = -262047.419401
  nChanged 5
		SP:Iteration 31Q (55802.930000 sec): 3 clusters
  Score: Raw -264671.111837 + Penalty 2621.925367 = -262049.186470
  nChanged 6
		SP:Iteration 32Q (55802.990000 sec): 3 clusters
  Score: Raw -264672.302656 + Penalty 2621.925367 = -262050.377289
  nChanged 2
		SP:Iteration 33Q (55803.050000 sec): 3 clusters
  Score: Raw -264672.555336 + Penalty 2621.925367 = -262050.629969
  nChanged 0
		SP:Iteration 34F (55803.110000 sec): 3 clusters
  Score: Raw -264672.555336 + Penalty 2621.925367 = -262050.629969
  nChanged 0
Iteration 339Q (55993.680000 sec): 112 clusters
  Score: Raw -47044299.911190 + Penalty 239366.094331 = -46804933.816859
  nChanged 31
Iteration 340F (56212.370000 sec): 112 clusters
  Score: Raw -47044304.328676 + Penalty 239366.094331 = -46804938.234345
  nChanged 37
Iteration 341Q (56409.200000 sec): 112 clusters
  Score: Raw -47044309.389443 + Penalty 239366.094331 = -46804943.295112
  nChanged 41
Iteration 342Q (56610.390000 sec): 112 clusters
  Score: Raw -47044317.208226 + Penalty 239366.094331 = -46804951.113895
  nChanged 53
Iteration 343Q (56815.490000 sec): 112 clusters
  Score: Raw -47044328.826689 + Penalty 239366.094331 = -46804962.732358
  nChanged 60
Iteration 344Q (57017.210000 sec): 112 clusters
  Score: Raw -47044340.098434 + Penalty 239366.094331 = -46804974.004103
  nChanged 68
Iteration 345Q (57219.890000 sec): 112 clusters
  Score: Raw -47044353.037698 + Penalty 239366.094331 = -46804986.943367
  nChanged 77
Iteration 346Q (57421.230000 sec): 112 clusters
  Score: Raw -47044365.381399 + Penalty 239366.094331 = -46804999.287068
  nChanged 91
Iteration 347Q (57623.710000 sec): 112 clusters
  Score: Raw -47044380.781383 + Penalty 239366.094331 = -46805014.687052
  nChanged 94
Iteration 348Q (57816.240000 sec): 112 clusters
  Score: Raw -47044395.991723 + Penalty 239366.094331 = -46805029.897393
  nChanged 83
Iteration 349Q (58019.410000 sec): 112 clusters
  Score: Raw -47044408.597301 + Penalty 239366.094331 = -46805042.502970
  nChanged 73
Iteration 350Q (58212.210000 sec): 112 clusters
  Score: Raw -47044421.099076 + Penalty 239366.094331 = -46805055.004745
  nChanged 72
Iteration 351Q (58408.120000 sec): 112 clusters
  Score: Raw -47044431.370522 + Penalty 239366.094331 = -46805065.276191
  nChanged 71
Iteration 352Q (58596.190000 sec): 112 clusters
  Score: Raw -47044442.896542 + Penalty 239366.094331 = -46805076.802211
  nChanged 65
Iteration 353Q (58794.850000 sec): 112 clusters
  Score: Raw -47044452.705647 + Penalty 239366.094331 = -46805086.611316
  nChanged 58
Iteration 354Q (58999.060000 sec): 112 clusters
  Score: Raw -47044461.181214 + Penalty 239366.094331 = -46805095.086883
  nChanged 61
Iteration 355Q (59189.910000 sec): 112 clusters
  Score: Raw -47044471.442995 + Penalty 239366.094331 = -46805105.348664
  nChanged 80
Iteration 356Q (59376.660000 sec): 112 clusters
  Score: Raw -47044486.207468 + Penalty 239366.094331 = -46805120.113137
  nChanged 88
Iteration 357Q (59580.270000 sec): 112 clusters
  Score: Raw -47044501.620846 + Penalty 239366.094331 = -46805135.526515
  nChanged 88
Iteration 358Q (59771.070000 sec): 112 clusters
  Score: Raw -47044518.033844 + Penalty 239366.094331 = -46805151.939513
  nChanged 90
Iteration 359Q (59970.020000 sec): 112 clusters
  Score: Raw -47044536.835205 + Penalty 239366.094331 = -46805170.740874
  nChanged 104
Iteration 360F (60188.450000 sec): 112 clusters
  Score: Raw -47044554.483265 + Penalty 239366.094331 = -46805188.388934
  nChanged 108
Iteration 361Q (60384.840000 sec): 112 clusters
  Score: Raw -47044571.547304 + Penalty 239366.094331 = -46805205.452973
  nChanged 115
Iteration 362Q (60589.250000 sec): 112 clusters
  Score: Raw -47044593.245691 + Penalty 239366.094331 = -46805227.151360
  nChanged 142
Iteration 363Q (60789.150000 sec): 112 clusters
  Score: Raw -47044622.332840 + Penalty 239366.094331 = -46805256.238509
  nChanged 162
Iteration 364Q (60986.510000 sec): 112 clusters
  Score: Raw -47044662.726748 + Penalty 239366.094331 = -46805296.632417
  nChanged 170
Iteration 365Q (61185.450000 sec): 112 clusters
  Score: Raw -47044695.711334 + Penalty 239366.094331 = -46805329.617003
  nChanged 165
Iteration 366Q (61388.330000 sec): 112 clusters
  Score: Raw -47044734.288415 + Penalty 239366.094331 = -46805368.194085
  nChanged 173
Iteration 367Q (61586.330000 sec): 112 clusters
  Score: Raw -47044776.204111 + Penalty 239366.094331 = -46805410.109780
  nChanged 167
Iteration 368Q (61790.570000 sec): 112 clusters
  Score: Raw -47044812.930265 + Penalty 239366.094331 = -46805446.835934
  nChanged 162
Iteration 369Q (61981.660000 sec): 112 clusters
  Score: Raw -47044842.079185 + Penalty 239366.094331 = -46805475.984854
  nChanged 137
Iteration 370Q (62186.340000 sec): 112 clusters
  Score: Raw -47044868.282964 + Penalty 239366.094331 = -46805502.188633
  nChanged 141
Iteration 371Q (62379.750000 sec): 112 clusters
  Score: Raw -47044896.825626 + Penalty 239366.094331 = -46805530.731295
  nChanged 124
Iteration 372Q (62572.130000 sec): 112 clusters
  Score: Raw -47044917.386440 + Penalty 239366.094331 = -46805551.292109
  nChanged 117
Iteration 373Q (62763.590000 sec): 112 clusters
  Score: Raw -47044935.761849 + Penalty 239366.094331 = -46805569.667518
  nChanged 106
Iteration 374Q (62950.420000 sec): 112 clusters
  Score: Raw -47044955.721739 + Penalty 239366.094331 = -46805589.627408
  nChanged 108
Iteration 375Q (63140.720000 sec): 112 clusters
  Score: Raw -47044972.593336 + Penalty 239366.094331 = -46805606.499006
  nChanged 102
Iteration 376Q (63329.540000 sec): 112 clusters
  Score: Raw -47044992.139733 + Penalty 239366.094331 = -46805626.045402
  nChanged 130
Iteration 377Q (63529.120000 sec): 112 clusters
  Score: Raw -47045016.037730 + Penalty 239366.094331 = -46805649.943399
  nChanged 122
Iteration 378Q (63728.700000 sec): 112 clusters
  Score: Raw -47045037.160191 + Penalty 239366.094331 = -46805671.065860
  nChanged 107
Writing temp clu file 
Because OldScore, -46805649.943399, is greater than current (better) Score,-46805671.065860 
 Compute initial score before splitting:   Score: Raw -47045037.160191 + Penalty 239366.094331 = -46805671.065860
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (3574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63728.880000 sec): 2 clusters
  Score: Raw -301690.939549 + Penalty 1329.484113 = -300361.455436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63729.040000 sec): 3 clusters
  Score: Raw -299971.598977 + Penalty 2658.968226 = -297312.630751
  nChanged 1390
		SP:Iteration 1F (63729.220000 sec): 3 clusters
  Score: Raw -300928.663914 + Penalty 2658.968226 = -298269.695688
  nChanged 307
		SP:Iteration 2F (63729.400000 sec): 3 clusters
  Score: Raw -301166.305933 + Penalty 2658.968226 = -298507.337707
  nChanged 207
		SP:Iteration 3F (63729.570000 sec): 3 clusters
  Score: Raw -301343.891340 + Penalty 2658.968226 = -298684.923113
  nChanged 168
		SP:Iteration 4Q (63729.750000 sec): 3 clusters
  Score: Raw -301470.783225 + Penalty 2658.968226 = -298811.814999
  nChanged 150
		SP:Iteration 5Q (63729.920000 sec): 3 clusters
  Score: Raw -301620.334390 + Penalty 2658.968226 = -298961.366164
  nChanged 169
		SP:Iteration 6Q (63730.100000 sec): 3 clusters
  Score: Raw -301791.825383 + Penalty 2658.968226 = -299132.857157
  nChanged 162
		SP:Iteration 7Q (63730.280000 sec): 3 clusters
  Score: Raw -301951.669956 + Penalty 2658.968226 = -299292.701730
  nChanged 147
		SP:Iteration 8Q (63730.450000 sec): 3 clusters
  Score: Raw -302119.726589 + Penalty 2658.968226 = -299460.758363
  nChanged 152
		SP:Iteration 9Q (63730.630000 sec): 3 clusters
  Score: Raw -302243.529705 + Penalty 2658.968226 = -299584.561478
  nChanged 110
		SP:Iteration 10Q (63730.800000 sec): 3 clusters
  Score: Raw -302304.103838 + Penalty 2658.968226 = -299645.135612
  nChanged 63
		SP:Iteration 11Q (63730.980000 sec): 3 clusters
  Score: Raw -302335.072452 + Penalty 2658.968226 = -299676.104226
  nChanged 48
		SP:Iteration 12Q (63731.160000 sec): 3 clusters
  Score: Raw -302355.489724 + Penalty 2658.968226 = -299696.521498
  nChanged 46
		SP:Iteration 13Q (63731.330000 sec): 3 clusters
  Score: Raw -302377.781313 + Penalty 2658.968226 = -299718.813087
  nChanged 35
		SP:Iteration 14Q (63731.510000 sec): 3 clusters
  Score: Raw -302394.316173 + Penalty 2658.968226 = -299735.347947
  nChanged 39
		SP:Iteration 15Q (63731.680000 sec): 3 clusters
  Score: Raw -302417.457909 + Penalty 2658.968226 = -299758.489683
  nChanged 39
		SP:Iteration 16Q (63731.860000 sec): 3 clusters
  Score: Raw -302441.768436 + Penalty 2658.968226 = -299782.800210
  nChanged 48
		SP:Iteration 17Q (63732.040000 sec): 3 clusters
  Score: Raw -302483.049443 + Penalty 2658.968226 = -299824.081217
  nChanged 57
		SP:Iteration 18Q (63732.210000 sec): 3 clusters
  Score: Raw -302530.303462 + Penalty 2658.968226 = -299871.335236
  nChanged 51
		SP:Iteration 19Q (63732.380000 sec): 3 clusters
  Score: Raw -302559.464395 + Penalty 2658.968226 = -299900.496169
  nChanged 38
		SP:Iteration 20F (63732.560000 sec): 3 clusters
  Score: Raw -302585.638534 + Penalty 2658.968226 = -299926.670308
  nChanged 44
		SP:Iteration 21Q (63732.740000 sec): 3 clusters
  Score: Raw -302613.833082 + Penalty 2658.968226 = -299954.864856
  nChanged 45
		SP:Iteration 22Q (63732.910000 sec): 3 clusters
  Score: Raw -302639.180476 + Penalty 2658.968226 = -299980.212250
  nChanged 28
		SP:Iteration 23Q (63733.090000 sec): 3 clusters
  Score: Raw -302661.340548 + Penalty 2658.968226 = -300002.372322
  nChanged 22
		SP:Iteration 24Q (63733.260000 sec): 3 clusters
  Score: Raw -302676.355526 + Penalty 2658.968226 = -300017.387300
  nChanged 31
		SP:Iteration 25Q (63733.440000 sec): 3 clusters
  Score: Raw -302693.940660 + Penalty 2658.968226 = -300034.972434
  nChanged 29
		SP:Iteration 26Q (63733.620000 sec): 3 clusters
  Score: Raw -302713.835804 + Penalty 2658.968226 = -300054.867578
  nChanged 18
		SP:Iteration 27Q (63733.790000 sec): 3 clusters
  Score: Raw -302721.341544 + Penalty 2658.968226 = -300062.373318
  nChanged 12
		SP:Iteration 28Q (63733.970000 sec): 3 clusters
  Score: Raw -302725.557062 + Penalty 2658.968226 = -300066.588836
  nChanged 12
		SP:Iteration 29Q (63734.140000 sec): 3 clusters
  Score: Raw -302728.550733 + Penalty 2658.968226 = -300069.582507
  nChanged 10
		SP:Iteration 30Q (63734.320000 sec): 3 clusters
  Score: Raw -302731.172836 + Penalty 2658.968226 = -300072.204610
  nChanged 8
		SP:Iteration 31Q (63734.500000 sec): 3 clusters
  Score: Raw -302733.262286 + Penalty 2658.968226 = -300074.294060
  nChanged 7
		SP:Iteration 32Q (63734.670000 sec): 3 clusters
  Score: Raw -302735.405422 + Penalty 2658.968226 = -300076.437196
  nChanged 2
		SP:Iteration 33Q (63734.850000 sec): 3 clusters
  Score: Raw -302735.786222 + Penalty 2658.968226 = -300076.817996
  nChanged 3
		SP:Iteration 34Q (63735.020000 sec): 3 clusters
  Score: Raw -302736.406205 + Penalty 2658.968226 = -300077.437979
  nChanged 2
		SP:Iteration 35Q (63735.200000 sec): 3 clusters
  Score: Raw -302737.013138 + Penalty 2658.968226 = -300078.044912
  nChanged 2
		SP:Iteration 36Q (63735.380000 sec): 3 clusters
  Score: Raw -302737.369719 + Penalty 2658.968226 = -300078.401493
  nChanged 1
		SP:Iteration 37Q (63735.550000 sec): 3 clusters
  Score: Raw -302737.458446 + Penalty 2658.968226 = -300078.490220
  nChanged 0
		SP:Iteration 38F (63735.730000 sec): 3 clusters
  Score: Raw -302737.458446 + Penalty 2658.968226 = -300078.490220
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63735.820000 sec): 2 clusters
  Score: Raw -37131.988167 + Penalty 1018.111447 = -36113.876720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63735.990000 sec): 3 clusters
  Score: Raw -37057.438530 + Penalty 2036.222894 = -35021.215636
  nChanged 139
		SP:Iteration 1F (63736.160000 sec): 3 clusters
  Score: Raw -37273.808655 + Penalty 2036.222894 = -35237.585761
  nChanged 48
		SP:Iteration 2F (63736.340000 sec): 3 clusters
  Score: Raw -37371.133600 + Penalty 2036.222894 = -35334.910706
  nChanged 24
		SP:Iteration 3Q (63736.520000 sec): 3 clusters
  Score: Raw -37416.614597 + Penalty 2036.222894 = -35380.391702
  nChanged 15
		SP:Iteration 4Q (63736.690000 sec): 3 clusters
  Score: Raw -37452.463209 + Penalty 2036.222894 = -35416.240315
  nChanged 12
		SP:Iteration 5Q (63736.870000 sec): 3 clusters
  Score: Raw -37479.062312 + Penalty 2036.222894 = -35442.839418
  nChanged 5
		SP:Iteration 6Q (63737.040000 sec): 3 clusters
  Score: Raw -37508.267716 + Penalty 2036.222894 = -35472.044822
  nChanged 12
		SP:Iteration 7Q (63737.230000 sec): 3 clusters
  Score: Raw -37538.277364 + Penalty 2036.222894 = -35502.054470
  nChanged 7
		SP:Iteration 8Q (63737.390000 sec): 3 clusters
  Score: Raw -37553.053732 + Penalty 2036.222894 = -35516.830838
  nChanged 3
		SP:Iteration 9Q (63737.570000 sec): 3 clusters
  Score: Raw -37558.647339 + Penalty 2036.222894 = -35522.424445
  nChanged 4
		SP:Iteration 10Q (63737.750000 sec): 3 clusters
  Score: Raw -37563.523414 + Penalty 2036.222894 = -35527.300520
  nChanged 0
		SP:Iteration 11F (63737.920000 sec): 3 clusters
  Score: Raw -37563.674691 + Penalty 2036.222894 = -35527.451797
  nChanged 1
		SP:Iteration 12Q (63738.100000 sec): 3 clusters
  Score: Raw -37575.272035 + Penalty 2036.222894 = -35539.049141
  nChanged 0
		SP:Iteration 13F (63738.270000 sec): 3 clusters
  Score: Raw -37575.272035 + Penalty 2036.222894 = -35539.049141
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (5062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63738.360000 sec): 2 clusters
  Score: Raw -376399.227488 + Penalty 1386.046503 = -375013.180985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63738.540000 sec): 3 clusters
  Score: Raw -373800.213986 + Penalty 2772.093006 = -371028.120981
  nChanged 2094
		SP:Iteration 1F (63738.710000 sec): 3 clusters
  Score: Raw -375370.032574 + Penalty 2772.093006 = -372597.939568
  nChanged 452
		SP:Iteration 2F (63738.890000 sec): 3 clusters
  Score: Raw -375690.723664 + Penalty 2772.093006 = -372918.630658
  nChanged 297
		SP:Iteration 3F (63739.060000 sec): 3 clusters
  Score: Raw -375902.133323 + Penalty 2772.093006 = -373130.040317
  nChanged 258
		SP:Iteration 4F (63739.240000 sec): 3 clusters
  Score: Raw -376039.184132 + Penalty 2772.093006 = -373267.091126
  nChanged 180
		SP:Iteration 5Q (63739.410000 sec): 3 clusters
  Score: Raw -376128.344431 + Penalty 2772.093006 = -373356.251425
  nChanged 142
		SP:Iteration 6Q (63739.590000 sec): 3 clusters
  Score: Raw -376190.079297 + Penalty 2772.093006 = -373417.986291
  nChanged 103
		SP:Iteration 7Q (63739.760000 sec): 3 clusters
  Score: Raw -376236.029314 + Penalty 2772.093006 = -373463.936308
  nChanged 107
		SP:Iteration 8Q (63739.940000 sec): 3 clusters
  Score: Raw -376280.224575 + Penalty 2772.093006 = -373508.131569
  nChanged 104
		SP:Iteration 9Q (63740.110000 sec): 3 clusters
  Score: Raw -376324.377477 + Penalty 2772.093006 = -373552.284471
  nChanged 102
		SP:Iteration 10Q (63740.290000 sec): 3 clusters
  Score: Raw -376366.783340 + Penalty 2772.093006 = -373594.690334
  nChanged 89
		SP:Iteration 11Q (63740.460000 sec): 3 clusters
  Score: Raw -376405.435951 + Penalty 2772.093006 = -373633.342945
  nChanged 80
		SP:Iteration 12Q (63740.640000 sec): 3 clusters
  Score: Raw -376443.837118 + Penalty 2772.093006 = -373671.744112
  nChanged 65
		SP:Iteration 13Q (63740.800000 sec): 3 clusters
  Score: Raw -376471.531682 + Penalty 2772.093006 = -373699.438676
  nChanged 60
		SP:Iteration 14Q (63740.970000 sec): 3 clusters
  Score: Raw -376498.623782 + Penalty 2772.093006 = -373726.530776
  nChanged 65
		SP:Iteration 15Q (63741.150000 sec): 3 clusters
  Score: Raw -376528.121970 + Penalty 2772.093006 = -373756.028964
  nChanged 73
		SP:Iteration 16Q (63741.320000 sec): 3 clusters
  Score: Raw -376559.144127 + Penalty 2772.093006 = -373787.051121
  nChanged 53
		SP:Iteration 17Q (63741.500000 sec): 3 clusters
  Score: Raw -376578.905481 + Penalty 2772.093006 = -373806.812475
  nChanged 45
		SP:Iteration 18Q (63741.670000 sec): 3 clusters
  Score: Raw -376597.411454 + Penalty 2772.093006 = -373825.318449
  nChanged 41
		SP:Iteration 19Q (63741.850000 sec): 3 clusters
  Score: Raw -376614.936326 + Penalty 2772.093006 = -373842.843320
  nChanged 40
		SP:Iteration 20F (63742.020000 sec): 3 clusters
  Score: Raw -376630.380828 + Penalty 2772.093006 = -373858.287822
  nChanged 30
		SP:Iteration 21Q (63742.200000 sec): 3 clusters
  Score: Raw -376643.240089 + Penalty 2772.093006 = -373871.147083
  nChanged 31
		SP:Iteration 22Q (63742.370000 sec): 3 clusters
  Score: Raw -376653.335674 + Penalty 2772.093006 = -373881.242668
  nChanged 31
		SP:Iteration 23Q (63742.550000 sec): 3 clusters
  Score: Raw -376662.554659 + Penalty 2772.093006 = -373890.461653
  nChanged 29
		SP:Iteration 24Q (63742.720000 sec): 3 clusters
  Score: Raw -376674.427185 + Penalty 2772.093006 = -373902.334179
  nChanged 35
		SP:Iteration 25Q (63742.900000 sec): 3 clusters
  Score: Raw -376689.816206 + Penalty 2772.093006 = -373917.723200
  nChanged 38
		SP:Iteration 26Q (63743.070000 sec): 3 clusters
  Score: Raw -376705.522000 + Penalty 2772.093006 = -373933.428994
  nChanged 35
		SP:Iteration 27Q (63743.270000 sec): 3 clusters
  Score: Raw -376716.473369 + Penalty 2772.093006 = -373944.380363
  nChanged 29
		SP:Iteration 28Q (63743.470000 sec): 3 clusters
  Score: Raw -376726.731597 + Penalty 2772.093006 = -373954.638592
  nChanged 21
		SP:Iteration 29Q (63743.670000 sec): 3 clusters
  Score: Raw -376732.179158 + Penalty 2772.093006 = -373960.086152
  nChanged 11
		SP:Iteration 30Q (63743.860000 sec): 3 clusters
  Score: Raw -376734.258127 + Penalty 2772.093006 = -373962.165121
  nChanged 8
		SP:Iteration 31Q (63744.030000 sec): 3 clusters
  Score: Raw -376735.948266 + Penalty 2772.093006 = -373963.855260
  nChanged 4
		SP:Iteration 32Q (63744.210000 sec): 3 clusters
  Score: Raw -376736.834059 + Penalty 2772.093006 = -373964.741054
  nChanged 2
		SP:Iteration 33Q (63744.380000 sec): 3 clusters
  Score: Raw -376737.587729 + Penalty 2772.093006 = -373965.494723
  nChanged 6
		SP:Iteration 34Q (63744.560000 sec): 3 clusters
  Score: Raw -376739.901728 + Penalty 2772.093006 = -373967.808723
  nChanged 8
		SP:Iteration 35Q (63744.730000 sec): 3 clusters
  Score: Raw -376743.111873 + Penalty 2772.093006 = -373971.018867
  nChanged 6
		SP:Iteration 36Q (63744.910000 sec): 3 clusters
  Score: Raw -376744.973121 + Penalty 2772.093006 = -373972.880115
  nChanged 7
		SP:Iteration 37Q (63745.080000 sec): 3 clusters
  Score: Raw -376747.586302 + Penalty 2772.093006 = -373975.493296
  nChanged 13
		SP:Iteration 38Q (63745.260000 sec): 3 clusters
  Score: Raw -376750.902234 + Penalty 2772.093006 = -373978.809229
  nChanged 12
		SP:Iteration 39Q (63745.430000 sec): 3 clusters
  Score: Raw -376753.947804 + Penalty 2772.093006 = -373981.854798
  nChanged 6
		SP:Iteration 40F (63745.610000 sec): 3 clusters
  Score: Raw -376755.493613 + Penalty 2772.093006 = -373983.400607
  nChanged 6
		SP:Iteration 41Q (63745.780000 sec): 3 clusters
  Score: Raw -376756.997427 + Penalty 2772.093006 = -373984.904421
  nChanged 6
		SP:Iteration 42Q (63745.960000 sec): 3 clusters
  Score: Raw -376758.817279 + Penalty 2772.093006 = -373986.724274
  nChanged 7
		SP:Iteration 43Q (63746.130000 sec): 3 clusters
  Score: Raw -376760.153622 + Penalty 2772.093006 = -373988.060616
  nChanged 8
		SP:Iteration 44Q (63746.310000 sec): 3 clusters
  Score: Raw -376761.370119 + Penalty 2772.093006 = -373989.277113
  nChanged 2
		SP:Iteration 45Q (63746.480000 sec): 3 clusters
  Score: Raw -376761.787950 + Penalty 2772.093006 = -373989.694944
  nChanged 2
		SP:Iteration 46Q (63746.660000 sec): 3 clusters
  Score: Raw -376762.138916 + Penalty 2772.093006 = -373990.045911
  nChanged 1
		SP:Iteration 47Q (63746.830000 sec): 3 clusters
  Score: Raw -376762.266696 + Penalty 2772.093006 = -373990.173690
  nChanged 1
		SP:Iteration 48Q (63747.050000 sec): 3 clusters
  Score: Raw -376762.436657 + Penalty 2772.093006 = -373990.343651
  nChanged 1
		SP:Iteration 49Q (63747.190000 sec): 3 clusters
  Score: Raw -376762.847760 + Penalty 2772.093006 = -373990.754755
  nChanged 1
		SP:Iteration 50Q (63747.370000 sec): 3 clusters
  Score: Raw -376763.240572 + Penalty 2772.093006 = -373991.147566
  nChanged 0
		SP:Iteration 51F (63747.540000 sec): 3 clusters
  Score: Raw -376763.240572 + Penalty 2772.093006 = -373991.147566
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (2157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63747.650000 sec): 2 clusters
  Score: Raw -200472.543465 + Penalty 1247.426968 = -199225.116497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63747.830000 sec): 3 clusters
  Score: Raw -199534.100390 + Penalty 2494.853935 = -197039.246455
  nChanged 743
		SP:Iteration 1F (63748.010000 sec): 3 clusters
  Score: Raw -200040.893505 + Penalty 2494.853935 = -197546.039569
  nChanged 192
		SP:Iteration 2F (63748.190000 sec): 3 clusters
  Score: Raw -200229.062325 + Penalty 2494.853935 = -197734.208390
  nChanged 158
		SP:Iteration 3F (63748.360000 sec): 3 clusters
  Score: Raw -200396.574866 + Penalty 2494.853935 = -197901.720931
  nChanged 134
		SP:Iteration 4F (63748.540000 sec): 3 clusters
  Score: Raw -200525.441469 + Penalty 2494.853935 = -198030.587534
  nChanged 94
		SP:Iteration 5Q (63748.710000 sec): 3 clusters
  Score: Raw -200606.722443 + Penalty 2494.853935 = -198111.868508
  nChanged 66
		SP:Iteration 6Q (63748.920000 sec): 3 clusters
  Score: Raw -200662.297209 + Penalty 2494.853935 = -198167.443274
  nChanged 50
		SP:Iteration 7Q (63749.110000 sec): 3 clusters
  Score: Raw -200694.257193 + Penalty 2494.853935 = -198199.403258
  nChanged 31
		SP:Iteration 8Q (63749.290000 sec): 3 clusters
  Score: Raw -200713.751139 + Penalty 2494.853935 = -198218.897204
  nChanged 30
		SP:Iteration 9Q (63749.460000 sec): 3 clusters
  Score: Raw -200734.025634 + Penalty 2494.853935 = -198239.171699
  nChanged 21
		SP:Iteration 10Q (63749.640000 sec): 3 clusters
  Score: Raw -200747.928229 + Penalty 2494.853935 = -198253.074294
  nChanged 20
		SP:Iteration 11Q (63749.810000 sec): 3 clusters
  Score: Raw -200759.831221 + Penalty 2494.853935 = -198264.977286
  nChanged 12
		SP:Iteration 12Q (63749.990000 sec): 3 clusters
  Score: Raw -200765.407599 + Penalty 2494.853935 = -198270.553664
  nChanged 12
		SP:Iteration 13Q (63750.170000 sec): 3 clusters
  Score: Raw -200771.981530 + Penalty 2494.853935 = -198277.127595
  nChanged 6
		SP:Iteration 14Q (63750.340000 sec): 3 clusters
  Score: Raw -200776.089345 + Penalty 2494.853935 = -198281.235410
  nChanged 13
		SP:Iteration 15Q (63750.520000 sec): 3 clusters
  Score: Raw -200784.569443 + Penalty 2494.853935 = -198289.715508
  nChanged 9
		SP:Iteration 16Q (63750.690000 sec): 3 clusters
  Score: Raw -200789.408277 + Penalty 2494.853935 = -198294.554342
  nChanged 5
		SP:Iteration 17Q (63750.870000 sec): 3 clusters
  Score: Raw -200794.201317 + Penalty 2494.853935 = -198299.347382
  nChanged 12
		SP:Iteration 18Q (63751.050000 sec): 3 clusters
  Score: Raw -200801.434933 + Penalty 2494.853935 = -198306.580998
  nChanged 7
		SP:Iteration 19Q (63751.220000 sec): 3 clusters
  Score: Raw -200804.334569 + Penalty 2494.853935 = -198309.480634
  nChanged 6
		SP:Iteration 20F (63751.380000 sec): 3 clusters
  Score: Raw -200807.167538 + Penalty 2494.853935 = -198312.313603
  nChanged 7
		SP:Iteration 21Q (63751.530000 sec): 3 clusters
  Score: Raw -200812.057794 + Penalty 2494.853935 = -198317.203859
  nChanged 11
		SP:Iteration 22Q (63751.700000 sec): 3 clusters
  Score: Raw -200817.908407 + Penalty 2494.853935 = -198323.054472
  nChanged 9
		SP:Iteration 23Q (63751.880000 sec): 3 clusters
  Score: Raw -200821.752227 + Penalty 2494.853935 = -198326.898292
  nChanged 5
		SP:Iteration 24Q (63752.050000 sec): 3 clusters
  Score: Raw -200823.868257 + Penalty 2494.853935 = -198329.014322
  nChanged 5
		SP:Iteration 25Q (63752.230000 sec): 3 clusters
  Score: Raw -200826.228733 + Penalty 2494.853935 = -198331.374798
  nChanged 4
		SP:Iteration 26Q (63752.410000 sec): 3 clusters
  Score: Raw -200827.616547 + Penalty 2494.853935 = -198332.762612
  nChanged 3
		SP:Iteration 27Q (63752.580000 sec): 3 clusters
  Score: Raw -200828.795991 + Penalty 2494.853935 = -198333.942056
  nChanged 5
		SP:Iteration 28Q (63752.760000 sec): 3 clusters
  Score: Raw -200830.641636 + Penalty 2494.853935 = -198335.787701
  nChanged 4
		SP:Iteration 29Q (63752.930000 sec): 3 clusters
  Score: Raw -200832.110710 + Penalty 2494.853935 = -198337.256775
  nChanged 1
		SP:Iteration 30Q (63753.110000 sec): 3 clusters
  Score: Raw -200832.333463 + Penalty 2494.853935 = -198337.479528
  nChanged 0
		SP:Iteration 31F (63753.290000 sec): 3 clusters
  Score: Raw -200832.333463 + Penalty 2494.853935 = -198337.479528
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (7446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63753.430000 sec): 2 clusters
  Score: Raw -626665.586061 + Penalty 1448.757741 = -625216.828320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63753.620000 sec): 3 clusters
  Score: Raw -622556.468362 + Penalty 2897.515483 = -619658.952879
  nChanged 3192
		SP:Iteration 1F (63753.830000 sec): 3 clusters
  Score: Raw -624724.359938 + Penalty 2897.515483 = -621826.844455
  nChanged 732
		SP:Iteration 2F (63754.030000 sec): 3 clusters
  Score: Raw -625385.550849 + Penalty 2897.515483 = -622488.035367
  nChanged 626
		SP:Iteration 3F (63754.230000 sec): 3 clusters
  Score: Raw -625941.404626 + Penalty 2897.515483 = -623043.889143
  nChanged 517
		SP:Iteration 4F (63754.430000 sec): 3 clusters
  Score: Raw -626384.111268 + Penalty 2897.515483 = -623486.595785
  nChanged 386
		SP:Iteration 5F (63754.620000 sec): 3 clusters
  Score: Raw -626668.618687 + Penalty 2897.515483 = -623771.103204
  nChanged 292
		SP:Iteration 6Q (63754.820000 sec): 3 clusters
  Score: Raw -626828.730023 + Penalty 2897.515483 = -623931.214541
  nChanged 166
		SP:Iteration 7Q (63755.020000 sec): 3 clusters
  Score: Raw -626903.101483 + Penalty 2897.515483 = -624005.586000
  nChanged 121
		SP:Iteration 8Q (63755.230000 sec): 3 clusters
  Score: Raw -626948.638528 + Penalty 2897.515483 = -624051.123045
  nChanged 95
		SP:Iteration 9Q (63755.430000 sec): 3 clusters
  Score: Raw -626986.228810 + Penalty 2897.515483 = -624088.713327
  nChanged 78
		SP:Iteration 10Q (63755.610000 sec): 3 clusters
  Score: Raw -627018.492471 + Penalty 2897.515483 = -624120.976989
  nChanged 87
		SP:Iteration 11Q (63755.810000 sec): 3 clusters
  Score: Raw -627051.815443 + Penalty 2897.515483 = -624154.299960
  nChanged 82
		SP:Iteration 12Q (63756.010000 sec): 3 clusters
  Score: Raw -627082.044663 + Penalty 2897.515483 = -624184.529181
  nChanged 75
		SP:Iteration 13Q (63756.210000 sec): 3 clusters
  Score: Raw -627111.708153 + Penalty 2897.515483 = -624214.192670
  nChanged 75
		SP:Iteration 14Q (63756.410000 sec): 3 clusters
  Score: Raw -627143.329048 + Penalty 2897.515483 = -624245.813565
  nChanged 77
		SP:Iteration 15Q (63756.610000 sec): 3 clusters
  Score: Raw -627177.017309 + Penalty 2897.515483 = -624279.501826
  nChanged 76
		SP:Iteration 16Q (63756.820000 sec): 3 clusters
  Score: Raw -627210.843025 + Penalty 2897.515483 = -624313.327542
  nChanged 71
		SP:Iteration 17Q (63757.020000 sec): 3 clusters
  Score: Raw -627242.454030 + Penalty 2897.515483 = -624344.938547
  nChanged 65
		SP:Iteration 18Q (63757.220000 sec): 3 clusters
  Score: Raw -627268.234614 + Penalty 2897.515483 = -624370.719131
  nChanged 54
		SP:Iteration 19Q (63757.420000 sec): 3 clusters
  Score: Raw -627292.681608 + Penalty 2897.515483 = -624395.166126
  nChanged 53
		SP:Iteration 20F (63757.620000 sec): 3 clusters
  Score: Raw -627308.456697 + Penalty 2897.515483 = -624410.941214
  nChanged 30
		SP:Iteration 21Q (63757.820000 sec): 3 clusters
  Score: Raw -627317.849516 + Penalty 2897.515483 = -624420.334033
  nChanged 39
		SP:Iteration 22Q (63758.020000 sec): 3 clusters
  Score: Raw -627328.583528 + Penalty 2897.515483 = -624431.068045
  nChanged 26
		SP:Iteration 23Q (63758.220000 sec): 3 clusters
  Score: Raw -627335.223485 + Penalty 2897.515483 = -624437.708002
  nChanged 22
		SP:Iteration 24Q (63758.420000 sec): 3 clusters
  Score: Raw -627341.638914 + Penalty 2897.515483 = -624444.123432
  nChanged 26
		SP:Iteration 25Q (63758.620000 sec): 3 clusters
  Score: Raw -627348.502832 + Penalty 2897.515483 = -624450.987349
  nChanged 21
		SP:Iteration 26Q (63758.820000 sec): 3 clusters
  Score: Raw -627353.558249 + Penalty 2897.515483 = -624456.042766
  nChanged 22
		SP:Iteration 27Q (63759.030000 sec): 3 clusters
  Score: Raw -627359.414872 + Penalty 2897.515483 = -624461.899389
  nChanged 23
		SP:Iteration 28Q (63759.230000 sec): 3 clusters
  Score: Raw -627366.027552 + Penalty 2897.515483 = -624468.512069
  nChanged 23
		SP:Iteration 29Q (63759.430000 sec): 3 clusters
  Score: Raw -627372.479425 + Penalty 2897.515483 = -624474.963942
  nChanged 18
		SP:Iteration 30Q (63759.630000 sec): 3 clusters
  Score: Raw -627377.679785 + Penalty 2897.515483 = -624480.164302
  nChanged 20
		SP:Iteration 31Q (63759.830000 sec): 3 clusters
  Score: Raw -627383.649806 + Penalty 2897.515483 = -624486.134323
  nChanged 17
		SP:Iteration 32Q (63760.030000 sec): 3 clusters
  Score: Raw -627388.662474 + Penalty 2897.515483 = -624491.146991
  nChanged 15
		SP:Iteration 33Q (63760.230000 sec): 3 clusters
  Score: Raw -627392.016541 + Penalty 2897.515483 = -624494.501059
  nChanged 6
		SP:Iteration 34Q (63760.430000 sec): 3 clusters
  Score: Raw -627392.782054 + Penalty 2897.515483 = -624495.266571
  nChanged 5
		SP:Iteration 35Q (63760.630000 sec): 3 clusters
  Score: Raw -627393.959194 + Penalty 2897.515483 = -624496.443711
  nChanged 6
		SP:Iteration 36Q (63760.830000 sec): 3 clusters
  Score: Raw -627395.686724 + Penalty 2897.515483 = -624498.171242
  nChanged 9
		SP:Iteration 37Q (63761.030000 sec): 3 clusters
  Score: Raw -627397.074944 + Penalty 2897.515483 = -624499.559461
  nChanged 6
		SP:Iteration 38Q (63761.230000 sec): 3 clusters
  Score: Raw -627398.234485 + Penalty 2897.515483 = -624500.719002
  nChanged 8
		SP:Iteration 39Q (63761.430000 sec): 3 clusters
  Score: Raw -627400.237156 + Penalty 2897.515483 = -624502.721673
  nChanged 5
		SP:Iteration 40F (63761.630000 sec): 3 clusters
  Score: Raw -627401.960033 + Penalty 2897.515483 = -624504.444550
  nChanged 9
		SP:Iteration 41Q (63761.830000 sec): 3 clusters
  Score: Raw -627404.655070 + Penalty 2897.515483 = -624507.139587
  nChanged 6
		SP:Iteration 42Q (63762.030000 sec): 3 clusters
  Score: Raw -627405.664345 + Penalty 2897.515483 = -624508.148862
  nChanged 4
		SP:Iteration 43Q (63762.240000 sec): 3 clusters
  Score: Raw -627406.270009 + Penalty 2897.515483 = -624508.754526
  nChanged 5
		SP:Iteration 44Q (63762.440000 sec): 3 clusters
  Score: Raw -627407.655317 + Penalty 2897.515483 = -624510.139834
  nChanged 9
		SP:Iteration 45Q (63762.640000 sec): 3 clusters
  Score: Raw -627410.561851 + Penalty 2897.515483 = -624513.046368
  nChanged 8
		SP:Iteration 46Q (63762.840000 sec): 3 clusters
  Score: Raw -627412.674679 + Penalty 2897.515483 = -624515.159197
  nChanged 4
		SP:Iteration 47Q (63763.040000 sec): 3 clusters
  Score: Raw -627413.289665 + Penalty 2897.515483 = -624515.774182
  nChanged 3
		SP:Iteration 48Q (63763.240000 sec): 3 clusters
  Score: Raw -627413.694473 + Penalty 2897.515483 = -624516.178991
  nChanged 1
		SP:Iteration 49Q (63763.440000 sec): 3 clusters
  Score: Raw -627413.791377 + Penalty 2897.515483 = -624516.275894
  nChanged 2
		SP:Iteration 50Q (63763.640000 sec): 3 clusters
  Score: Raw -627414.275234 + Penalty 2897.515483 = -624516.759751
  nChanged 2
		SP:Iteration 51Q (63763.840000 sec): 3 clusters
  Score: Raw -627414.630684 + Penalty 2897.515483 = -624517.115201
  nChanged 2
		SP:Iteration 52Q (63764.040000 sec): 3 clusters
  Score: Raw -627415.002775 + Penalty 2897.515483 = -624517.487292
  nChanged 0
		SP:Iteration 53F (63764.250000 sec): 3 clusters
  Score: Raw -627415.002775 + Penalty 2897.515483 = -624517.487292
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (3861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63764.340000 sec): 2 clusters
  Score: Raw -326033.331733 + Penalty 1342.035743 = -324691.295990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63764.510000 sec): 3 clusters
  Score: Raw -324173.207086 + Penalty 2684.071486 = -321489.135600
  nChanged 1547
		SP:Iteration 1F (63764.690000 sec): 3 clusters
  Score: Raw -325096.364275 + Penalty 2684.071486 = -322412.292789
  nChanged 311
		SP:Iteration 2F (63764.870000 sec): 3 clusters
  Score: Raw -325293.412534 + Penalty 2684.071486 = -322609.341048
  nChanged 219
		SP:Iteration 3F (63765.040000 sec): 3 clusters
  Score: Raw -325450.192936 + Penalty 2684.071486 = -322766.121449
  nChanged 188
		SP:Iteration 4Q (63765.220000 sec): 3 clusters
  Score: Raw -325570.813391 + Penalty 2684.071486 = -322886.741905
  nChanged 165
		SP:Iteration 5Q (63765.390000 sec): 3 clusters
  Score: Raw -325677.175505 + Penalty 2684.071486 = -322993.104019
  nChanged 140
		SP:Iteration 6Q (63765.570000 sec): 3 clusters
  Score: Raw -325763.429381 + Penalty 2684.071486 = -323079.357894
  nChanged 126
		SP:Iteration 7Q (63765.750000 sec): 3 clusters
  Score: Raw -325861.719003 + Penalty 2684.071486 = -323177.647517
  nChanged 136
		SP:Iteration 8Q (63765.920000 sec): 3 clusters
  Score: Raw -325962.675870 + Penalty 2684.071486 = -323278.604384
  nChanged 143
		SP:Iteration 9Q (63766.100000 sec): 3 clusters
  Score: Raw -326078.660081 + Penalty 2684.071486 = -323394.588595
  nChanged 140
		SP:Iteration 10Q (63766.270000 sec): 3 clusters
  Score: Raw -326184.037691 + Penalty 2684.071486 = -323499.966205
  nChanged 129
		SP:Iteration 11Q (63766.450000 sec): 3 clusters
  Score: Raw -326263.133338 + Penalty 2684.071486 = -323579.061852
  nChanged 107
		SP:Iteration 12Q (63766.630000 sec): 3 clusters
  Score: Raw -326314.135586 + Penalty 2684.071486 = -323630.064100
  nChanged 64
		SP:Iteration 13Q (63766.800000 sec): 3 clusters
  Score: Raw -326339.753976 + Penalty 2684.071486 = -323655.682490
  nChanged 58
		SP:Iteration 14Q (63766.980000 sec): 3 clusters
  Score: Raw -326364.301343 + Penalty 2684.071486 = -323680.229857
  nChanged 42
		SP:Iteration 15Q (63767.150000 sec): 3 clusters
  Score: Raw -326381.985655 + Penalty 2684.071486 = -323697.914169
  nChanged 37
		SP:Iteration 16Q (63767.330000 sec): 3 clusters
  Score: Raw -326394.662123 + Penalty 2684.071486 = -323710.590637
  nChanged 28
		SP:Iteration 17Q (63767.510000 sec): 3 clusters
  Score: Raw -326402.312326 + Penalty 2684.071486 = -323718.240840
  nChanged 20
		SP:Iteration 18Q (63767.680000 sec): 3 clusters
  Score: Raw -326406.535934 + Penalty 2684.071486 = -323722.464448
  nChanged 14
		SP:Iteration 19Q (63767.850000 sec): 3 clusters
  Score: Raw -326412.296603 + Penalty 2684.071486 = -323728.225117
  nChanged 17
		SP:Iteration 20F (63768.030000 sec): 3 clusters
  Score: Raw -326418.284560 + Penalty 2684.071486 = -323734.213074
  nChanged 22
		SP:Iteration 21Q (63768.210000 sec): 3 clusters
  Score: Raw -326429.092859 + Penalty 2684.071486 = -323745.021373
  nChanged 23
		SP:Iteration 22Q (63768.380000 sec): 3 clusters
  Score: Raw -326437.225187 + Penalty 2684.071486 = -323753.153701
  nChanged 22
		SP:Iteration 23Q (63768.560000 sec): 3 clusters
  Score: Raw -326444.124022 + Penalty 2684.071486 = -323760.052536
  nChanged 24
		SP:Iteration 24Q (63768.730000 sec): 3 clusters
  Score: Raw -326452.585364 + Penalty 2684.071486 = -323768.513877
  nChanged 15
		SP:Iteration 25Q (63768.910000 sec): 3 clusters
  Score: Raw -326459.105878 + Penalty 2684.071486 = -323775.034392
  nChanged 18
		SP:Iteration 26Q (63769.090000 sec): 3 clusters
  Score: Raw -326465.301546 + Penalty 2684.071486 = -323781.230060
  nChanged 20
		SP:Iteration 27Q (63769.260000 sec): 3 clusters
  Score: Raw -326473.307911 + Penalty 2684.071486 = -323789.236425
  nChanged 15
		SP:Iteration 28Q (63769.440000 sec): 3 clusters
  Score: Raw -326480.432701 + Penalty 2684.071486 = -323796.361215
  nChanged 16
		SP:Iteration 29Q (63769.610000 sec): 3 clusters
  Score: Raw -326486.099064 + Penalty 2684.071486 = -323802.027577
  nChanged 9
		SP:Iteration 30Q (63769.790000 sec): 3 clusters
  Score: Raw -326487.708847 + Penalty 2684.071486 = -323803.637361
  nChanged 8
		SP:Iteration 31Q (63769.970000 sec): 3 clusters
  Score: Raw -326489.751584 + Penalty 2684.071486 = -323805.680098
  nChanged 10
		SP:Iteration 32Q (63770.140000 sec): 3 clusters
  Score: Raw -326493.526846 + Penalty 2684.071486 = -323809.455360
  nChanged 10
		SP:Iteration 33Q (63770.320000 sec): 3 clusters
  Score: Raw -326498.924262 + Penalty 2684.071486 = -323814.852775
  nChanged 13
		SP:Iteration 34Q (63770.500000 sec): 3 clusters
  Score: Raw -326504.601294 + Penalty 2684.071486 = -323820.529808
  nChanged 19
		SP:Iteration 35Q (63770.670000 sec): 3 clusters
  Score: Raw -326516.494892 + Penalty 2684.071486 = -323832.423406
  nChanged 18
		SP:Iteration 36Q (63770.850000 sec): 3 clusters
  Score: Raw -326524.741434 + Penalty 2684.071486 = -323840.669947
  nChanged 25
		SP:Iteration 37Q (63771.020000 sec): 3 clusters
  Score: Raw -326539.962907 + Penalty 2684.071486 = -323855.891420
  nChanged 35
		SP:Iteration 38Q (63771.200000 sec): 3 clusters
  Score: Raw -326554.922636 + Penalty 2684.071486 = -323870.851150
  nChanged 21
		SP:Iteration 39Q (63771.370000 sec): 3 clusters
  Score: Raw -326566.462303 + Penalty 2684.071486 = -323882.390816
  nChanged 21
		SP:Iteration 40F (63771.550000 sec): 3 clusters
  Score: Raw -326572.667018 + Penalty 2684.071486 = -323888.595532
  nChanged 18
		SP:Iteration 41Q (63771.720000 sec): 3 clusters
  Score: Raw -326576.780111 + Penalty 2684.071486 = -323892.708625
  nChanged 11
		SP:Iteration 42Q (63771.900000 sec): 3 clusters
  Score: Raw -326579.431364 + Penalty 2684.071486 = -323895.359877
  nChanged 9
		SP:Iteration 43Q (63772.080000 sec): 3 clusters
  Score: Raw -326582.234755 + Penalty 2684.071486 = -323898.163269
  nChanged 9
		SP:Iteration 44Q (63772.250000 sec): 3 clusters
  Score: Raw -326585.335105 + Penalty 2684.071486 = -323901.263619
  nChanged 7
		SP:Iteration 45Q (63772.430000 sec): 3 clusters
  Score: Raw -326587.039870 + Penalty 2684.071486 = -323902.968384
  nChanged 4
		SP:Iteration 46Q (63772.600000 sec): 3 clusters
  Score: Raw -326589.573415 + Penalty 2684.071486 = -323905.501929
  nChanged 6
		SP:Iteration 47Q (63772.780000 sec): 3 clusters
  Score: Raw -326593.041284 + Penalty 2684.071486 = -323908.969797
  nChanged 9
		SP:Iteration 48Q (63772.960000 sec): 3 clusters
  Score: Raw -326596.582737 + Penalty 2684.071486 = -323912.511250
  nChanged 9
		SP:Iteration 49Q (63773.130000 sec): 3 clusters
  Score: Raw -326599.335160 + Penalty 2684.071486 = -323915.263674
  nChanged 5
		SP:Iteration 50Q (63773.300000 sec): 3 clusters
  Score: Raw -326600.603559 + Penalty 2684.071486 = -323916.532073
  nChanged 5
		SP:Iteration 51Q (63773.460000 sec): 3 clusters
  Score: Raw -326602.270282 + Penalty 2684.071486 = -323918.198795
  nChanged 8
		SP:Iteration 52Q (63773.620000 sec): 3 clusters
  Score: Raw -326604.242455 + Penalty 2684.071486 = -323920.170969
  nChanged 8
		SP:Iteration 53Q (63773.790000 sec): 3 clusters
  Score: Raw -326606.611016 + Penalty 2684.071486 = -323922.539529
  nChanged 7
		SP:Iteration 54Q (63773.950000 sec): 3 clusters
  Score: Raw -326608.141467 + Penalty 2684.071486 = -323924.069981
  nChanged 3
		SP:Iteration 55Q (63774.120000 sec): 3 clusters
  Score: Raw -326608.947720 + Penalty 2684.071486 = -323924.876234
  nChanged 6
		SP:Iteration 56Q (63774.280000 sec): 3 clusters
  Score: Raw -326610.294089 + Penalty 2684.071486 = -323926.222603
  nChanged 5
		SP:Iteration 57Q (63774.440000 sec): 3 clusters
  Score: Raw -326611.203325 + Penalty 2684.071486 = -323927.131839
  nChanged 7
		SP:Iteration 58Q (63774.600000 sec): 3 clusters
  Score: Raw -326613.243907 + Penalty 2684.071486 = -323929.172420
  nChanged 8
		SP:Iteration 59Q (63774.770000 sec): 3 clusters
  Score: Raw -326615.721399 + Penalty 2684.071486 = -323931.649913
  nChanged 4
		SP:Iteration 60F (63774.950000 sec): 3 clusters
  Score: Raw -326616.238577 + Penalty 2684.071486 = -323932.167091
  nChanged 2
		SP:Iteration 61Q (63775.120000 sec): 3 clusters
  Score: Raw -326616.728029 + Penalty 2684.071486 = -323932.656543
  nChanged 1
		SP:Iteration 62Q (63775.300000 sec): 3 clusters
  Score: Raw -326616.871988 + Penalty 2684.071486 = -323932.800502
  nChanged 0
		SP:Iteration 63F (63775.480000 sec): 3 clusters
  Score: Raw -326616.871988 + Penalty 2684.071486 = -323932.800502
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (3075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63775.550000 sec): 2 clusters
  Score: Raw -235448.036183 + Penalty 1305.047279 = -234142.988904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63775.720000 sec): 3 clusters
  Score: Raw -233989.885027 + Penalty 2610.094559 = -231379.790468
  nChanged 1192
		SP:Iteration 1F (63775.900000 sec): 3 clusters
  Score: Raw -234805.542533 + Penalty 2610.094559 = -232195.447975
  nChanged 287
		SP:Iteration 2F (63776.080000 sec): 3 clusters
  Score: Raw -235058.709265 + Penalty 2610.094559 = -232448.614707
  nChanged 216
		SP:Iteration 3F (63776.250000 sec): 3 clusters
  Score: Raw -235249.226286 + Penalty 2610.094559 = -232639.131727
  nChanged 163
		SP:Iteration 4F (63776.430000 sec): 3 clusters
  Score: Raw -235402.923314 + Penalty 2610.094559 = -232792.828756
  nChanged 158
		SP:Iteration 5F (63776.600000 sec): 3 clusters
  Score: Raw -235546.422566 + Penalty 2610.094559 = -232936.328007
  nChanged 134
		SP:Iteration 6Q (63776.780000 sec): 3 clusters
  Score: Raw -235647.442294 + Penalty 2610.094559 = -233037.347735
  nChanged 107
		SP:Iteration 7Q (63776.950000 sec): 3 clusters
  Score: Raw -235727.397577 + Penalty 2610.094559 = -233117.303019
  nChanged 82
		SP:Iteration 8Q (63777.130000 sec): 3 clusters
  Score: Raw -235793.324596 + Penalty 2610.094559 = -233183.230038
  nChanged 87
		SP:Iteration 9Q (63777.300000 sec): 3 clusters
  Score: Raw -235852.595701 + Penalty 2610.094559 = -233242.501142
  nChanged 69
		SP:Iteration 10Q (63777.480000 sec): 3 clusters
  Score: Raw -235898.059428 + Penalty 2610.094559 = -233287.964869
  nChanged 62
		SP:Iteration 11Q (63777.660000 sec): 3 clusters
  Score: Raw -235934.666554 + Penalty 2610.094559 = -233324.571996
  nChanged 48
		SP:Iteration 12Q (63777.830000 sec): 3 clusters
  Score: Raw -235964.200845 + Penalty 2610.094559 = -233354.106286
  nChanged 44
		SP:Iteration 13Q (63778.010000 sec): 3 clusters
  Score: Raw -235987.992516 + Penalty 2610.094559 = -233377.897957
  nChanged 41
		SP:Iteration 14Q (63778.180000 sec): 3 clusters
  Score: Raw -236008.276273 + Penalty 2610.094559 = -233398.181714
  nChanged 28
		SP:Iteration 15Q (63778.360000 sec): 3 clusters
  Score: Raw -236019.601603 + Penalty 2610.094559 = -233409.507044
  nChanged 18
		SP:Iteration 16Q (63778.540000 sec): 3 clusters
  Score: Raw -236026.412622 + Penalty 2610.094559 = -233416.318064
  nChanged 17
		SP:Iteration 17Q (63778.710000 sec): 3 clusters
  Score: Raw -236034.947801 + Penalty 2610.094559 = -233424.853243
  nChanged 22
		SP:Iteration 18Q (63778.890000 sec): 3 clusters
  Score: Raw -236045.100760 + Penalty 2610.094559 = -233435.006201
  nChanged 24
		SP:Iteration 19Q (63779.060000 sec): 3 clusters
  Score: Raw -236055.478877 + Penalty 2610.094559 = -233445.384318
  nChanged 19
		SP:Iteration 20F (63779.240000 sec): 3 clusters
  Score: Raw -236062.221654 + Penalty 2610.094559 = -233452.127096
  nChanged 14
		SP:Iteration 21Q (63779.420000 sec): 3 clusters
  Score: Raw -236070.024446 + Penalty 2610.094559 = -233459.929888
  nChanged 23
		SP:Iteration 22Q (63779.590000 sec): 3 clusters
  Score: Raw -236084.174037 + Penalty 2610.094559 = -233474.079478
  nChanged 27
		SP:Iteration 23Q (63779.770000 sec): 3 clusters
  Score: Raw -236098.481152 + Penalty 2610.094559 = -233488.386593
  nChanged 24
		SP:Iteration 24Q (63779.940000 sec): 3 clusters
  Score: Raw -236110.155823 + Penalty 2610.094559 = -233500.061265
  nChanged 27
		SP:Iteration 25Q (63780.120000 sec): 3 clusters
  Score: Raw -236120.574777 + Penalty 2610.094559 = -233510.480219
  nChanged 22
		SP:Iteration 26Q (63780.300000 sec): 3 clusters
  Score: Raw -236130.051471 + Penalty 2610.094559 = -233519.956912
  nChanged 22
		SP:Iteration 27Q (63780.470000 sec): 3 clusters
  Score: Raw -236142.520967 + Penalty 2610.094559 = -233532.426408
  nChanged 27
		SP:Iteration 28Q (63780.650000 sec): 3 clusters
  Score: Raw -236155.454511 + Penalty 2610.094559 = -233545.359953
  nChanged 23
		SP:Iteration 29Q (63780.820000 sec): 3 clusters
  Score: Raw -236167.805820 + Penalty 2610.094559 = -233557.711262
  nChanged 16
		SP:Iteration 30Q (63781.000000 sec): 3 clusters
  Score: Raw -236174.279127 + Penalty 2610.094559 = -233564.184568
  nChanged 10
		SP:Iteration 31Q (63781.170000 sec): 3 clusters
  Score: Raw -236180.109886 + Penalty 2610.094559 = -233570.015327
  nChanged 13
		SP:Iteration 32Q (63781.350000 sec): 3 clusters
  Score: Raw -236184.971951 + Penalty 2610.094559 = -233574.877393
  nChanged 7
		SP:Iteration 33Q (63781.520000 sec): 3 clusters
  Score: Raw -236187.804016 + Penalty 2610.094559 = -233577.709458
  nChanged 10
		SP:Iteration 34Q (63781.700000 sec): 3 clusters
  Score: Raw -236191.648096 + Penalty 2610.094559 = -233581.553537
  nChanged 11
		SP:Iteration 35Q (63781.880000 sec): 3 clusters
  Score: Raw -236196.902614 + Penalty 2610.094559 = -233586.808055
  nChanged 8
		SP:Iteration 36Q (63782.050000 sec): 3 clusters
  Score: Raw -236199.440355 + Penalty 2610.094559 = -233589.345796
  nChanged 8
		SP:Iteration 37Q (63782.230000 sec): 3 clusters
  Score: Raw -236202.238179 + Penalty 2610.094559 = -233592.143620
  nChanged 8
		SP:Iteration 38Q (63782.400000 sec): 3 clusters
  Score: Raw -236206.013466 + Penalty 2610.094559 = -233595.918907
  nChanged 8
		SP:Iteration 39Q (63782.580000 sec): 3 clusters
  Score: Raw -236209.209939 + Penalty 2610.094559 = -233599.115380
  nChanged 6
		SP:Iteration 40F (63782.760000 sec): 3 clusters
  Score: Raw -236211.079890 + Penalty 2610.094559 = -233600.985331
  nChanged 2
		SP:Iteration 41Q (63782.930000 sec): 3 clusters
  Score: Raw -236211.857519 + Penalty 2610.094559 = -233601.762961
  nChanged 1
		SP:Iteration 42Q (63783.110000 sec): 3 clusters
  Score: Raw -236212.101289 + Penalty 2610.094559 = -233602.006730
  nChanged 0
		SP:Iteration 43F (63783.280000 sec): 3 clusters
  Score: Raw -236212.101289 + Penalty 2610.094559 = -233602.006730
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (4207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63783.400000 sec): 2 clusters
  Score: Raw -377325.618241 + Penalty 1355.982076 = -375969.636165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63783.500000 sec): 3 clusters
  Score: Raw -375238.254604 + Penalty 2711.964152 = -372526.290452
  nChanged 1666
		SP:Iteration 1F (63783.580000 sec): 3 clusters
  Score: Raw -376586.576166 + Penalty 2711.964152 = -373874.612013
  nChanged 454
		SP:Iteration 2F (63783.660000 sec): 3 clusters
  Score: Raw -377124.711112 + Penalty 2711.964152 = -374412.746960
  nChanged 375
		SP:Iteration 3F (63783.750000 sec): 3 clusters
  Score: Raw -377483.998588 + Penalty 2711.964152 = -374772.034436
  nChanged 244
		SP:Iteration 4F (63783.840000 sec): 3 clusters
  Score: Raw -377681.704767 + Penalty 2711.964152 = -374969.740614
  nChanged 173
		SP:Iteration 5Q (63783.920000 sec): 3 clusters
  Score: Raw -377809.480181 + Penalty 2711.964152 = -375097.516029
  nChanged 135
		SP:Iteration 6Q (63784.000000 sec): 3 clusters
  Score: Raw -377879.557478 + Penalty 2711.964152 = -375167.593326
  nChanged 89
		SP:Iteration 7Q (63784.090000 sec): 3 clusters
  Score: Raw -377921.330757 + Penalty 2711.964152 = -375209.366605
  nChanged 60
		SP:Iteration 8Q (63784.170000 sec): 3 clusters
  Score: Raw -377942.509411 + Penalty 2711.964152 = -375230.545259
  nChanged 35
		SP:Iteration 9Q (63784.260000 sec): 3 clusters
  Score: Raw -377953.914923 + Penalty 2711.964152 = -375241.950771
  nChanged 42
		SP:Iteration 10Q (63784.340000 sec): 3 clusters
  Score: Raw -377971.539856 + Penalty 2711.964152 = -375259.575703
  nChanged 27
		SP:Iteration 11Q (63784.420000 sec): 3 clusters
  Score: Raw -377984.284401 + Penalty 2711.964152 = -375272.320249
  nChanged 29
		SP:Iteration 12Q (63784.510000 sec): 3 clusters
  Score: Raw -377995.967975 + Penalty 2711.964152 = -375284.003823
  nChanged 25
		SP:Iteration 13Q (63784.590000 sec): 3 clusters
  Score: Raw -378002.199995 + Penalty 2711.964152 = -375290.235843
  nChanged 20
		SP:Iteration 14Q (63784.680000 sec): 3 clusters
  Score: Raw -378008.539770 + Penalty 2711.964152 = -375296.575618
  nChanged 18
		SP:Iteration 15Q (63784.760000 sec): 3 clusters
  Score: Raw -378012.980919 + Penalty 2711.964152 = -375301.016766
  nChanged 15
		SP:Iteration 16Q (63784.840000 sec): 3 clusters
  Score: Raw -378017.116382 + Penalty 2711.964152 = -375305.152229
  nChanged 7
		SP:Iteration 17Q (63784.930000 sec): 3 clusters
  Score: Raw -378019.055239 + Penalty 2711.964152 = -375307.091087
  nChanged 9
		SP:Iteration 18Q (63785.010000 sec): 3 clusters
  Score: Raw -378021.000773 + Penalty 2711.964152 = -375309.036621
  nChanged 4
		SP:Iteration 19Q (63785.100000 sec): 3 clusters
  Score: Raw -378021.917688 + Penalty 2711.964152 = -375309.953536
  nChanged 3
		SP:Iteration 20F (63785.180000 sec): 3 clusters
  Score: Raw -378022.940982 + Penalty 2711.964152 = -375310.976830
  nChanged 4
		SP:Iteration 21Q (63785.260000 sec): 3 clusters
  Score: Raw -378024.870460 + Penalty 2711.964152 = -375312.906308
  nChanged 9
		SP:Iteration 22Q (63785.350000 sec): 3 clusters
  Score: Raw -378026.809669 + Penalty 2711.964152 = -375314.845517
  nChanged 1
		SP:Iteration 23Q (63785.430000 sec): 3 clusters
  Score: Raw -378026.998440 + Penalty 2711.964152 = -375315.034288
  nChanged 1
		SP:Iteration 24Q (63785.520000 sec): 3 clusters
  Score: Raw -378027.368365 + Penalty 2711.964152 = -375315.404213
  nChanged 1
		SP:Iteration 25Q (63785.600000 sec): 3 clusters
  Score: Raw -378027.455432 + Penalty 2711.964152 = -375315.491280
  nChanged 1
		SP:Iteration 26Q (63785.680000 sec): 3 clusters
  Score: Raw -378027.542874 + Penalty 2711.964152 = -375315.578722
  nChanged 0
		SP:Iteration 27F (63785.770000 sec): 3 clusters
  Score: Raw -378027.542874 + Penalty 2711.964152 = -375315.578722
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (3351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63785.860000 sec): 2 clusters
  Score: Raw -315347.181772 + Penalty 1319.014789 = -314028.166983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63785.970000 sec): 3 clusters
  Score: Raw -313710.750182 + Penalty 2638.029579 = -311072.720604
  nChanged 1323
		SP:Iteration 1F (63786.040000 sec): 3 clusters
  Score: Raw -314488.620551 + Penalty 2638.029579 = -311850.590973
  nChanged 289
		SP:Iteration 2F (63786.110000 sec): 3 clusters
  Score: Raw -314710.084827 + Penalty 2638.029579 = -312072.055248
  nChanged 197
		SP:Iteration 3F (63786.180000 sec): 3 clusters
  Score: Raw -314830.869210 + Penalty 2638.029579 = -312192.839631
  nChanged 154
		SP:Iteration 4Q (63786.240000 sec): 3 clusters
  Score: Raw -314949.160161 + Penalty 2638.029579 = -312311.130583
  nChanged 164
		SP:Iteration 5Q (63786.310000 sec): 3 clusters
  Score: Raw -315060.916017 + Penalty 2638.029579 = -312422.886439
  nChanged 158
		SP:Iteration 6Q (63786.380000 sec): 3 clusters
  Score: Raw -315155.427125 + Penalty 2638.029579 = -312517.397546
  nChanged 112
		SP:Iteration 7Q (63786.440000 sec): 3 clusters
  Score: Raw -315212.245413 + Penalty 2638.029579 = -312574.215834
  nChanged 66
		SP:Iteration 8Q (63786.510000 sec): 3 clusters
  Score: Raw -315251.483322 + Penalty 2638.029579 = -312613.453743
  nChanged 67
		SP:Iteration 9Q (63786.580000 sec): 3 clusters
  Score: Raw -315282.431994 + Penalty 2638.029579 = -312644.402415
  nChanged 42
		SP:Iteration 10Q (63786.650000 sec): 3 clusters
  Score: Raw -315298.532068 + Penalty 2638.029579 = -312660.502489
  nChanged 33
		SP:Iteration 11Q (63786.720000 sec): 3 clusters
  Score: Raw -315312.402236 + Penalty 2638.029579 = -312674.372657
  nChanged 32
		SP:Iteration 12Q (63786.780000 sec): 3 clusters
  Score: Raw -315328.550654 + Penalty 2638.029579 = -312690.521076
  nChanged 28
		SP:Iteration 13Q (63786.850000 sec): 3 clusters
  Score: Raw -315341.679679 + Penalty 2638.029579 = -312703.650101
  nChanged 29
		SP:Iteration 14Q (63786.920000 sec): 3 clusters
  Score: Raw -315352.863904 + Penalty 2638.029579 = -312714.834326
  nChanged 25
		SP:Iteration 15Q (63786.980000 sec): 3 clusters
  Score: Raw -315365.260919 + Penalty 2638.029579 = -312727.231340
  nChanged 25
		SP:Iteration 16Q (63787.050000 sec): 3 clusters
  Score: Raw -315375.895661 + Penalty 2638.029579 = -312737.866082
  nChanged 20
		SP:Iteration 17Q (63787.120000 sec): 3 clusters
  Score: Raw -315383.185484 + Penalty 2638.029579 = -312745.155906
  nChanged 18
		SP:Iteration 18Q (63787.180000 sec): 3 clusters
  Score: Raw -315391.575764 + Penalty 2638.029579 = -312753.546185
  nChanged 18
		SP:Iteration 19Q (63787.250000 sec): 3 clusters
  Score: Raw -315396.634362 + Penalty 2638.029579 = -312758.604784
  nChanged 8
		SP:Iteration 20F (63787.320000 sec): 3 clusters
  Score: Raw -315399.066741 + Penalty 2638.029579 = -312761.037162
  nChanged 5
		SP:Iteration 21Q (63787.380000 sec): 3 clusters
  Score: Raw -315401.090199 + Penalty 2638.029579 = -312763.060620
  nChanged 4
		SP:Iteration 22Q (63787.450000 sec): 3 clusters
  Score: Raw -315402.146735 + Penalty 2638.029579 = -312764.117157
  nChanged 6
		SP:Iteration 23Q (63787.520000 sec): 3 clusters
  Score: Raw -315405.707532 + Penalty 2638.029579 = -312767.677953
  nChanged 11
		SP:Iteration 24Q (63787.590000 sec): 3 clusters
  Score: Raw -315411.002894 + Penalty 2638.029579 = -312772.973315
  nChanged 13
		SP:Iteration 25Q (63787.660000 sec): 3 clusters
  Score: Raw -315415.947482 + Penalty 2638.029579 = -312777.917903
  nChanged 10
		SP:Iteration 26Q (63787.720000 sec): 3 clusters
  Score: Raw -315418.432394 + Penalty 2638.029579 = -312780.402816
  nChanged 6
		SP:Iteration 27Q (63787.790000 sec): 3 clusters
  Score: Raw -315420.952155 + Penalty 2638.029579 = -312782.922576
  nChanged 4
		SP:Iteration 28Q (63787.860000 sec): 3 clusters
  Score: Raw -315423.266447 + Penalty 2638.029579 = -312785.236869
  nChanged 5
		SP:Iteration 29Q (63787.920000 sec): 3 clusters
  Score: Raw -315425.687573 + Penalty 2638.029579 = -312787.657994
  nChanged 6
		SP:Iteration 30Q (63787.990000 sec): 3 clusters
  Score: Raw -315427.547016 + Penalty 2638.029579 = -312789.517438
  nChanged 1
		SP:Iteration 31Q (63788.060000 sec): 3 clusters
  Score: Raw -315428.104332 + Penalty 2638.029579 = -312790.074753
  nChanged 2
		SP:Iteration 32Q (63788.120000 sec): 3 clusters
  Score: Raw -315429.145211 + Penalty 2638.029579 = -312791.115633
  nChanged 5
		SP:Iteration 33Q (63788.190000 sec): 3 clusters
  Score: Raw -315430.961102 + Penalty 2638.029579 = -312792.931524
  nChanged 7
		SP:Iteration 34Q (63788.260000 sec): 3 clusters
  Score: Raw -315434.137527 + Penalty 2638.029579 = -312796.107948
  nChanged 6
		SP:Iteration 35Q (63788.320000 sec): 3 clusters
  Score: Raw -315435.241977 + Penalty 2638.029579 = -312797.212399
  nChanged 3
		SP:Iteration 36Q (63788.390000 sec): 3 clusters
  Score: Raw -315435.763735 + Penalty 2638.029579 = -312797.734156
  nChanged 3
		SP:Iteration 37Q (63788.460000 sec): 3 clusters
  Score: Raw -315437.298483 + Penalty 2638.029579 = -312799.268904
  nChanged 7
		SP:Iteration 38Q (63788.530000 sec): 3 clusters
  Score: Raw -315440.212340 + Penalty 2638.029579 = -312802.182761
  nChanged 9
		SP:Iteration 39Q (63788.600000 sec): 3 clusters
  Score: Raw -315443.880430 + Penalty 2638.029579 = -312805.850852
  nChanged 10
		SP:Iteration 40F (63788.660000 sec): 3 clusters
  Score: Raw -315447.573429 + Penalty 2638.029579 = -312809.543850
  nChanged 7
		SP:Iteration 41Q (63788.730000 sec): 3 clusters
  Score: Raw -315451.265185 + Penalty 2638.029579 = -312813.235607
  nChanged 11
		SP:Iteration 42Q (63788.800000 sec): 3 clusters
  Score: Raw -315456.141915 + Penalty 2638.029579 = -312818.112336
  nChanged 9
		SP:Iteration 43Q (63788.860000 sec): 3 clusters
  Score: Raw -315458.759269 + Penalty 2638.029579 = -312820.729690
  nChanged 5
		SP:Iteration 44Q (63788.930000 sec): 3 clusters
  Score: Raw -315461.084379 + Penalty 2638.029579 = -312823.054800
  nChanged 5
		SP:Iteration 45Q (63789.000000 sec): 3 clusters
  Score: Raw -315463.013855 + Penalty 2638.029579 = -312824.984277
  nChanged 5
		SP:Iteration 46Q (63789.060000 sec): 3 clusters
  Score: Raw -315465.149211 + Penalty 2638.029579 = -312827.119633
  nChanged 6
		SP:Iteration 47Q (63789.130000 sec): 3 clusters
  Score: Raw -315467.582077 + Penalty 2638.029579 = -312829.552498
  nChanged 2
		SP:Iteration 48Q (63789.200000 sec): 3 clusters
  Score: Raw -315468.008352 + Penalty 2638.029579 = -312829.978774
  nChanged 3
		SP:Iteration 49Q (63789.260000 sec): 3 clusters
  Score: Raw -315468.661040 + Penalty 2638.029579 = -312830.631462
  nChanged 3
		SP:Iteration 50Q (63789.330000 sec): 3 clusters
  Score: Raw -315469.387644 + Penalty 2638.029579 = -312831.358065
  nChanged 1
		SP:Iteration 51Q (63789.400000 sec): 3 clusters
  Score: Raw -315469.835537 + Penalty 2638.029579 = -312831.805958
  nChanged 1
		SP:Iteration 52Q (63789.460000 sec): 3 clusters
  Score: Raw -315470.223319 + Penalty 2638.029579 = -312832.193741
  nChanged 2
		SP:Iteration 53Q (63789.530000 sec): 3 clusters
  Score: Raw -315470.886503 + Penalty 2638.029579 = -312832.856925
  nChanged 3
		SP:Iteration 54Q (63789.600000 sec): 3 clusters
  Score: Raw -315471.167518 + Penalty 2638.029579 = -312833.137940
  nChanged 1
		SP:Iteration 55Q (63789.660000 sec): 3 clusters
  Score: Raw -315471.514475 + Penalty 2638.029579 = -312833.484897
  nChanged 1
		SP:Iteration 56Q (63789.730000 sec): 3 clusters
  Score: Raw -315471.640070 + Penalty 2638.029579 = -312833.610491
  nChanged 0
		SP:Iteration 57F (63789.790000 sec): 3 clusters
  Score: Raw -315471.640070 + Penalty 2638.029579 = -312833.610491
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (13187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63789.950000 sec): 2 clusters
  Score: Raw -1264659.336824 + Penalty 1541.635351 = -1263117.701473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63790.240000 sec): 3 clusters
  Score: Raw -1256966.913248 + Penalty 3083.270702 = -1253883.642547
  nChanged 5776
		SP:Iteration 1F (63790.520000 sec): 3 clusters
  Score: Raw -1260140.315970 + Penalty 3083.270702 = -1257057.045268
  nChanged 828
		SP:Iteration 2F (63790.780000 sec): 3 clusters
  Score: Raw -1260531.645525 + Penalty 3083.270702 = -1257448.374823
  nChanged 787
		SP:Iteration 3F (63791.060000 sec): 3 clusters
  Score: Raw -1260948.387941 + Penalty 3083.270702 = -1257865.117239
  nChanged 789
		SP:Iteration 4F (63791.300000 sec): 3 clusters
  Score: Raw -1261394.241143 + Penalty 3083.270702 = -1258310.970441
  nChanged 778
		SP:Iteration 5F (63791.570000 sec): 3 clusters
  Score: Raw -1261840.712999 + Penalty 3083.270702 = -1258757.442298
  nChanged 741
		SP:Iteration 6F (63791.780000 sec): 3 clusters
  Score: Raw -1262304.106148 + Penalty 3083.270702 = -1259220.835446
  nChanged 696
		SP:Iteration 7F (63792.070000 sec): 3 clusters
  Score: Raw -1262819.398242 + Penalty 3083.270702 = -1259736.127541
  nChanged 679
		SP:Iteration 8F (63792.310000 sec): 3 clusters
  Score: Raw -1263380.882507 + Penalty 3083.270702 = -1260297.611805
  nChanged 613
		SP:Iteration 9Q (63792.560000 sec): 3 clusters
  Score: Raw -1263957.988675 + Penalty 3083.270702 = -1260874.717973
  nChanged 558
		SP:Iteration 10Q (63792.740000 sec): 3 clusters
  Score: Raw -1264499.956136 + Penalty 3083.270702 = -1261416.685434
  nChanged 442
		SP:Iteration 11Q (63793.010000 sec): 3 clusters
  Score: Raw -1264863.641781 + Penalty 3083.270702 = -1261780.371079
  nChanged 295
		SP:Iteration 12Q (63793.290000 sec): 3 clusters
  Score: Raw -1265046.649301 + Penalty 3083.270702 = -1261963.378599
  nChanged 228
		SP:Iteration 13Q (63793.580000 sec): 3 clusters
  Score: Raw -1265157.981576 + Penalty 3083.270702 = -1262074.710874
  nChanged 157
		SP:Iteration 14Q (63793.820000 sec): 3 clusters
  Score: Raw -1265221.809633 + Penalty 3083.270702 = -1262138.538932
  nChanged 133
		SP:Iteration 15Q (63794.040000 sec): 3 clusters
  Score: Raw -1265261.913570 + Penalty 3083.270702 = -1262178.642868
  nChanged 91
		SP:Iteration 16Q (63794.320000 sec): 3 clusters
  Score: Raw -1265284.944692 + Penalty 3083.270702 = -1262201.673990
  nChanged 67
		SP:Iteration 17Q (63794.610000 sec): 3 clusters
  Score: Raw -1265300.949142 + Penalty 3083.270702 = -1262217.678440
  nChanged 52
		SP:Iteration 18Q (63794.900000 sec): 3 clusters
  Score: Raw -1265311.788467 + Penalty 3083.270702 = -1262228.517765
  nChanged 45
		SP:Iteration 19Q (63795.190000 sec): 3 clusters
  Score: Raw -1265319.744542 + Penalty 3083.270702 = -1262236.473840
  nChanged 29
		SP:Iteration 20F (63795.480000 sec): 3 clusters
  Score: Raw -1265324.119488 + Penalty 3083.270702 = -1262240.848786
  nChanged 28
		SP:Iteration 21Q (63795.720000 sec): 3 clusters
  Score: Raw -1265328.650792 + Penalty 3083.270702 = -1262245.380090
  nChanged 27
		SP:Iteration 22Q (63796.010000 sec): 3 clusters
  Score: Raw -1265333.651997 + Penalty 3083.270702 = -1262250.381295
  nChanged 28
		SP:Iteration 23Q (63796.300000 sec): 3 clusters
  Score: Raw -1265338.151962 + Penalty 3083.270702 = -1262254.881260
  nChanged 25
		SP:Iteration 24Q (63796.580000 sec): 3 clusters
  Score: Raw -1265341.510756 + Penalty 3083.270702 = -1262258.240054
  nChanged 22
		SP:Iteration 25Q (63796.870000 sec): 3 clusters
  Score: Raw -1265344.340629 + Penalty 3083.270702 = -1262261.069927
  nChanged 21
		SP:Iteration 26Q (63797.110000 sec): 3 clusters
  Score: Raw -1265346.890293 + Penalty 3083.270702 = -1262263.619591
  nChanged 12
		SP:Iteration 27Q (63797.320000 sec): 3 clusters
  Score: Raw -1265348.252529 + Penalty 3083.270702 = -1262264.981828
  nChanged 8
		SP:Iteration 28Q (63797.540000 sec): 3 clusters
  Score: Raw -1265349.162123 + Penalty 3083.270702 = -1262265.891421
  nChanged 7
		SP:Iteration 29Q (63797.810000 sec): 3 clusters
  Score: Raw -1265349.726829 + Penalty 3083.270702 = -1262266.456127
  nChanged 2
		SP:Iteration 30Q (63798.050000 sec): 3 clusters
  Score: Raw -1265349.873225 + Penalty 3083.270702 = -1262266.602523
  nChanged 4
		SP:Iteration 31Q (63798.340000 sec): 3 clusters
  Score: Raw -1265350.032927 + Penalty 3083.270702 = -1262266.762225
  nChanged 1
		SP:Iteration 32Q (63798.580000 sec): 3 clusters
  Score: Raw -1265350.158614 + Penalty 3083.270702 = -1262266.887912
  nChanged 3
		SP:Iteration 33Q (63798.860000 sec): 3 clusters
  Score: Raw -1265350.427193 + Penalty 3083.270702 = -1262267.156491
  nChanged 2
		SP:Iteration 34Q (63799.120000 sec): 3 clusters
  Score: Raw -1265350.611274 + Penalty 3083.270702 = -1262267.340572
  nChanged 2
		SP:Iteration 35Q (63799.390000 sec): 3 clusters
  Score: Raw -1265350.693728 + Penalty 3083.270702 = -1262267.423026
  nChanged 2
		SP:Iteration 36Q (63799.680000 sec): 3 clusters
  Score: Raw -1265350.995916 + Penalty 3083.270702 = -1262267.725215
  nChanged 4
		SP:Iteration 37Q (63799.960000 sec): 3 clusters
  Score: Raw -1265351.351211 + Penalty 3083.270702 = -1262268.080509
  nChanged 7
		SP:Iteration 38Q (63800.240000 sec): 3 clusters
  Score: Raw -1265352.003110 + Penalty 3083.270702 = -1262268.732408
  nChanged 2
		SP:Iteration 39Q (63800.530000 sec): 3 clusters
  Score: Raw -1265352.285531 + Penalty 3083.270702 = -1262269.014830
  nChanged 3
		SP:Iteration 40F (63800.800000 sec): 3 clusters
  Score: Raw -1265352.626959 + Penalty 3083.270702 = -1262269.356257
  nChanged 3
		SP:Iteration 41Q (63800.980000 sec): 3 clusters
  Score: Raw -1265352.910310 + Penalty 3083.270702 = -1262269.639608
  nChanged 4
		SP:Iteration 42Q (63801.280000 sec): 3 clusters
  Score: Raw -1265353.366311 + Penalty 3083.270702 = -1262270.095610
  nChanged 4
		SP:Iteration 43Q (63801.520000 sec): 3 clusters
  Score: Raw -1265353.865655 + Penalty 3083.270702 = -1262270.594953
  nChanged 1
		SP:Iteration 44Q (63801.810000 sec): 3 clusters
  Score: Raw -1265353.896393 + Penalty 3083.270702 = -1262270.625691
  nChanged 3
		SP:Iteration 45Q (63802.100000 sec): 3 clusters
  Score: Raw -1265354.321100 + Penalty 3083.270702 = -1262271.050398
  nChanged 7
		SP:Iteration 46Q (63802.390000 sec): 3 clusters
  Score: Raw -1265355.289831 + Penalty 3083.270702 = -1262272.019129
  nChanged 6
		SP:Iteration 47Q (63802.670000 sec): 3 clusters
  Score: Raw -1265355.964492 + Penalty 3083.270702 = -1262272.693790
  nChanged 5
		SP:Iteration 48Q (63802.970000 sec): 3 clusters
  Score: Raw -1265356.547082 + Penalty 3083.270702 = -1262273.276380
  nChanged 7
		SP:Iteration 49Q (63803.250000 sec): 3 clusters
  Score: Raw -1265357.235513 + Penalty 3083.270702 = -1262273.964812
  nChanged 4
		SP:Iteration 50Q (63803.490000 sec): 3 clusters
  Score: Raw -1265357.856246 + Penalty 3083.270702 = -1262274.585544
  nChanged 2
		SP:Iteration 51Q (63803.730000 sec): 3 clusters
  Score: Raw -1265358.161063 + Penalty 3083.270702 = -1262274.890361
  nChanged 2
		SP:Iteration 52Q (63803.890000 sec): 3 clusters
  Score: Raw -1265358.334871 + Penalty 3083.270702 = -1262275.064169
  nChanged 3
		SP:Iteration 53Q (63804.060000 sec): 3 clusters
  Score: Raw -1265358.514785 + Penalty 3083.270702 = -1262275.244083
  nChanged 2
		SP:Iteration 54Q (63804.340000 sec): 3 clusters
  Score: Raw -1265358.649999 + Penalty 3083.270702 = -1262275.379297
  nChanged 0
		SP:Iteration 55F (63804.610000 sec): 3 clusters
  Score: Raw -1265358.649999 + Penalty 3083.270702 = -1262275.379297
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (5044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63804.760000 sec): 2 clusters
  Score: Raw -392703.007763 + Penalty 1385.467638 = -391317.540125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63804.910000 sec): 3 clusters
  Score: Raw -390115.113444 + Penalty 2770.935277 = -387344.178168
  nChanged 2027
		SP:Iteration 1F (63805.090000 sec): 3 clusters
  Score: Raw -391260.080689 + Penalty 2770.935277 = -388489.145412
  nChanged 392
		SP:Iteration 2F (63805.260000 sec): 3 clusters
  Score: Raw -391512.744879 + Penalty 2770.935277 = -388741.809602
  nChanged 310
		SP:Iteration 3F (63805.440000 sec): 3 clusters
  Score: Raw -391696.264894 + Penalty 2770.935277 = -388925.329617
  nChanged 262
		SP:Iteration 4F (63805.610000 sec): 3 clusters
  Score: Raw -391856.884971 + Penalty 2770.935277 = -389085.949695
  nChanged 222
		SP:Iteration 5Q (63805.790000 sec): 3 clusters
  Score: Raw -391995.752465 + Penalty 2770.935277 = -389224.817189
  nChanged 197
		SP:Iteration 6Q (63805.890000 sec): 3 clusters
  Score: Raw -392130.296004 + Penalty 2770.935277 = -389359.360727
  nChanged 201
		SP:Iteration 7Q (63805.980000 sec): 3 clusters
  Score: Raw -392278.785679 + Penalty 2770.935277 = -389507.850402
  nChanged 190
		SP:Iteration 8Q (63806.070000 sec): 3 clusters
  Score: Raw -392422.823644 + Penalty 2770.935277 = -389651.888367
  nChanged 173
		SP:Iteration 9Q (63806.170000 sec): 3 clusters
  Score: Raw -392548.888911 + Penalty 2770.935277 = -389777.953634
  nChanged 164
		SP:Iteration 10Q (63806.260000 sec): 3 clusters
  Score: Raw -392666.623296 + Penalty 2770.935277 = -389895.688020
  nChanged 125
		SP:Iteration 11Q (63806.350000 sec): 3 clusters
  Score: Raw -392753.244045 + Penalty 2770.935277 = -389982.308768
  nChanged 100
		SP:Iteration 12Q (63806.440000 sec): 3 clusters
  Score: Raw -392823.369552 + Penalty 2770.935277 = -390052.434276
  nChanged 88
		SP:Iteration 13Q (63806.530000 sec): 3 clusters
  Score: Raw -392882.639626 + Penalty 2770.935277 = -390111.704350
  nChanged 82
		SP:Iteration 14Q (63806.630000 sec): 3 clusters
  Score: Raw -392930.365945 + Penalty 2770.935277 = -390159.430668
  nChanged 65
		SP:Iteration 15Q (63806.720000 sec): 3 clusters
  Score: Raw -392965.567541 + Penalty 2770.935277 = -390194.632264
  nChanged 46
		SP:Iteration 16Q (63806.810000 sec): 3 clusters
  Score: Raw -392989.819032 + Penalty 2770.935277 = -390218.883756
  nChanged 38
		SP:Iteration 17Q (63806.910000 sec): 3 clusters
  Score: Raw -393009.187142 + Penalty 2770.935277 = -390238.251865
  nChanged 35
		SP:Iteration 18Q (63807.000000 sec): 3 clusters
  Score: Raw -393025.916084 + Penalty 2770.935277 = -390254.980808
  nChanged 22
		SP:Iteration 19Q (63807.170000 sec): 3 clusters
  Score: Raw -393032.912649 + Penalty 2770.935277 = -390261.977372
  nChanged 16
		SP:Iteration 20F (63807.340000 sec): 3 clusters
  Score: Raw -393039.893541 + Penalty 2770.935277 = -390268.958265
  nChanged 24
		SP:Iteration 21Q (63807.560000 sec): 3 clusters
  Score: Raw -393052.973298 + Penalty 2770.935277 = -390282.038022
  nChanged 15
		SP:Iteration 22Q (63807.730000 sec): 3 clusters
  Score: Raw -393061.321032 + Penalty 2770.935277 = -390290.385755
  nChanged 12
		SP:Iteration 23Q (63807.910000 sec): 3 clusters
  Score: Raw -393066.512303 + Penalty 2770.935277 = -390295.577026
  nChanged 15
		SP:Iteration 24Q (63808.080000 sec): 3 clusters
  Score: Raw -393071.920341 + Penalty 2770.935277 = -390300.985064
  nChanged 6
		SP:Iteration 25Q (63808.260000 sec): 3 clusters
  Score: Raw -393073.956634 + Penalty 2770.935277 = -390303.021358
  nChanged 8
		SP:Iteration 26Q (63808.430000 sec): 3 clusters
  Score: Raw -393079.204647 + Penalty 2770.935277 = -390308.269371
  nChanged 12
		SP:Iteration 27Q (63808.610000 sec): 3 clusters
  Score: Raw -393084.585691 + Penalty 2770.935277 = -390313.650414
  nChanged 18
		SP:Iteration 28Q (63808.690000 sec): 3 clusters
  Score: Raw -393092.207194 + Penalty 2770.935277 = -390321.271918
  nChanged 11
		SP:Iteration 29Q (63808.790000 sec): 3 clusters
  Score: Raw -393097.215243 + Penalty 2770.935277 = -390326.279967
  nChanged 10
		SP:Iteration 30Q (63808.880000 sec): 3 clusters
  Score: Raw -393100.519732 + Penalty 2770.935277 = -390329.584455
  nChanged 5
		SP:Iteration 31Q (63808.970000 sec): 3 clusters
  Score: Raw -393102.245260 + Penalty 2770.935277 = -390331.309983
  nChanged 5
		SP:Iteration 32Q (63809.070000 sec): 3 clusters
  Score: Raw -393104.582465 + Penalty 2770.935277 = -390333.647189
  nChanged 2
		SP:Iteration 33Q (63809.160000 sec): 3 clusters
  Score: Raw -393104.972394 + Penalty 2770.935277 = -390334.037118
  nChanged 1
		SP:Iteration 34Q (63809.250000 sec): 3 clusters
  Score: Raw -393105.146443 + Penalty 2770.935277 = -390334.211166
  nChanged 1
		SP:Iteration 35Q (63809.340000 sec): 3 clusters
  Score: Raw -393105.381410 + Penalty 2770.935277 = -390334.446134
  nChanged 0
		SP:Iteration 36F (63809.430000 sec): 3 clusters
  Score: Raw -393105.381410 + Penalty 2770.935277 = -390334.446134
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63809.570000 sec): 2 clusters
  Score: Raw -117804.421580 + Penalty 1197.150022 = -116607.271558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63809.730000 sec): 3 clusters
  Score: Raw -117221.093483 + Penalty 2394.300044 = -114826.793439
  nChanged 521
		SP:Iteration 1F (63809.900000 sec): 3 clusters
  Score: Raw -117639.093746 + Penalty 2394.300044 = -115244.793702
  nChanged 134
		SP:Iteration 2F (63810.070000 sec): 3 clusters
  Score: Raw -117764.458389 + Penalty 2394.300044 = -115370.158344
  nChanged 109
		SP:Iteration 3F (63810.230000 sec): 3 clusters
  Score: Raw -117920.038830 + Penalty 2394.300044 = -115525.738786
  nChanged 85
		SP:Iteration 4F (63810.400000 sec): 3 clusters
  Score: Raw -118090.995683 + Penalty 2394.300044 = -115696.695639
  nChanged 82
		SP:Iteration 5F (63810.500000 sec): 3 clusters
  Score: Raw -118206.540450 + Penalty 2394.300044 = -115812.240405
  nChanged 68
		SP:Iteration 6Q (63810.690000 sec): 3 clusters
  Score: Raw -118295.116152 + Penalty 2394.300044 = -115900.816108
  nChanged 59
		SP:Iteration 7Q (63810.870000 sec): 3 clusters
  Score: Raw -118370.005211 + Penalty 2394.300044 = -115975.705167
  nChanged 53
		SP:Iteration 8Q (63811.040000 sec): 3 clusters
  Score: Raw -118434.744636 + Penalty 2394.300044 = -116040.444592
  nChanged 45
		SP:Iteration 9Q (63811.220000 sec): 3 clusters
  Score: Raw -118493.490352 + Penalty 2394.300044 = -116099.190308
  nChanged 36
		SP:Iteration 10Q (63811.360000 sec): 3 clusters
  Score: Raw -118556.130514 + Penalty 2394.300044 = -116161.830469
  nChanged 37
		SP:Iteration 11Q (63811.390000 sec): 3 clusters
  Score: Raw -118618.183665 + Penalty 2394.300044 = -116223.883620
  nChanged 42
		SP:Iteration 12Q (63811.430000 sec): 3 clusters
  Score: Raw -118665.428300 + Penalty 2394.300044 = -116271.128255
  nChanged 21
		SP:Iteration 13Q (63811.460000 sec): 3 clusters
  Score: Raw -118682.891281 + Penalty 2394.300044 = -116288.591237
  nChanged 18
		SP:Iteration 14Q (63811.490000 sec): 3 clusters
  Score: Raw -118693.401947 + Penalty 2394.300044 = -116299.101903
  nChanged 11
		SP:Iteration 15Q (63811.530000 sec): 3 clusters
  Score: Raw -118698.993818 + Penalty 2394.300044 = -116304.693773
  nChanged 6
		SP:Iteration 16Q (63811.560000 sec): 3 clusters
  Score: Raw -118701.931134 + Penalty 2394.300044 = -116307.631089
  nChanged 1
		SP:Iteration 17Q (63811.590000 sec): 3 clusters
  Score: Raw -118702.253156 + Penalty 2394.300044 = -116307.953112
  nChanged 0
		SP:Iteration 18F (63811.620000 sec): 3 clusters
  Score: Raw -118702.253156 + Penalty 2394.300044 = -116307.953112
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (2502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63811.680000 sec): 2 clusters
  Score: Raw -241224.893110 + Penalty 1271.537425 = -239953.355685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63811.730000 sec): 3 clusters
  Score: Raw -240112.231346 + Penalty 2543.074850 = -237569.156497
  nChanged 910
		SP:Iteration 1F (63811.780000 sec): 3 clusters
  Score: Raw -240678.934673 + Penalty 2543.074850 = -238135.859824
  nChanged 169
		SP:Iteration 2F (63811.830000 sec): 3 clusters
  Score: Raw -240790.746637 + Penalty 2543.074850 = -238247.671787
  nChanged 124
		SP:Iteration 3Q (63811.880000 sec): 3 clusters
  Score: Raw -240875.587779 + Penalty 2543.074850 = -238332.512929
  nChanged 96
		SP:Iteration 4Q (63811.930000 sec): 3 clusters
  Score: Raw -240937.418241 + Penalty 2543.074850 = -238394.343391
  nChanged 71
		SP:Iteration 5Q (63811.980000 sec): 3 clusters
  Score: Raw -240980.694697 + Penalty 2543.074850 = -238437.619847
  nChanged 65
		SP:Iteration 6Q (63812.030000 sec): 3 clusters
  Score: Raw -241019.480701 + Penalty 2543.074850 = -238476.405852
  nChanged 76
		SP:Iteration 7Q (63812.080000 sec): 3 clusters
  Score: Raw -241066.905095 + Penalty 2543.074850 = -238523.830245
  nChanged 77
		SP:Iteration 8Q (63812.130000 sec): 3 clusters
  Score: Raw -241113.645739 + Penalty 2543.074850 = -238570.570889
  nChanged 68
		SP:Iteration 9Q (63812.170000 sec): 3 clusters
  Score: Raw -241154.894517 + Penalty 2543.074850 = -238611.819668
  nChanged 56
		SP:Iteration 10Q (63812.230000 sec): 3 clusters
  Score: Raw -241190.298995 + Penalty 2543.074850 = -238647.224145
  nChanged 61
		SP:Iteration 11Q (63812.270000 sec): 3 clusters
  Score: Raw -241226.333366 + Penalty 2543.074850 = -238683.258517
  nChanged 48
		SP:Iteration 12Q (63812.320000 sec): 3 clusters
  Score: Raw -241254.192165 + Penalty 2543.074850 = -238711.117316
  nChanged 43
		SP:Iteration 13Q (63812.370000 sec): 3 clusters
  Score: Raw -241274.358279 + Penalty 2543.074850 = -238731.283429
  nChanged 30
		SP:Iteration 14Q (63812.420000 sec): 3 clusters
  Score: Raw -241291.070381 + Penalty 2543.074850 = -238747.995531
  nChanged 20
		SP:Iteration 15Q (63812.470000 sec): 3 clusters
  Score: Raw -241299.577089 + Penalty 2543.074850 = -238756.502239
  nChanged 12
		SP:Iteration 16Q (63812.520000 sec): 3 clusters
  Score: Raw -241305.757289 + Penalty 2543.074850 = -238762.682440
  nChanged 11
		SP:Iteration 17Q (63812.570000 sec): 3 clusters
  Score: Raw -241310.944503 + Penalty 2543.074850 = -238767.869653
  nChanged 16
		SP:Iteration 18Q (63812.620000 sec): 3 clusters
  Score: Raw -241317.685754 + Penalty 2543.074850 = -238774.610904
  nChanged 10
		SP:Iteration 19Q (63812.670000 sec): 3 clusters
  Score: Raw -241324.433530 + Penalty 2543.074850 = -238781.358681
  nChanged 23
		SP:Iteration 20F (63812.720000 sec): 3 clusters
  Score: Raw -241335.715359 + Penalty 2543.074850 = -238792.640510
  nChanged 10
		SP:Iteration 21Q (63812.770000 sec): 3 clusters
  Score: Raw -241341.811321 + Penalty 2543.074850 = -238798.736472
  nChanged 16
		SP:Iteration 22Q (63812.820000 sec): 3 clusters
  Score: Raw -241352.354199 + Penalty 2543.074850 = -238809.279349
  nChanged 14
		SP:Iteration 23Q (63812.870000 sec): 3 clusters
  Score: Raw -241360.817973 + Penalty 2543.074850 = -238817.743123
  nChanged 22
		SP:Iteration 24Q (63812.920000 sec): 3 clusters
  Score: Raw -241372.831532 + Penalty 2543.074850 = -238829.756682
  nChanged 17
		SP:Iteration 25Q (63812.970000 sec): 3 clusters
  Score: Raw -241384.286113 + Penalty 2543.074850 = -238841.211263
  nChanged 12
		SP:Iteration 26Q (63813.020000 sec): 3 clusters
  Score: Raw -241390.727013 + Penalty 2543.074850 = -238847.652163
  nChanged 14
		SP:Iteration 27Q (63813.070000 sec): 3 clusters
  Score: Raw -241398.203788 + Penalty 2543.074850 = -238855.128939
  nChanged 10
		SP:Iteration 28Q (63813.120000 sec): 3 clusters
  Score: Raw -241404.438767 + Penalty 2543.074850 = -238861.363918
  nChanged 15
		SP:Iteration 29Q (63813.170000 sec): 3 clusters
  Score: Raw -241415.300318 + Penalty 2543.074850 = -238872.225469
  nChanged 14
		SP:Iteration 30Q (63813.220000 sec): 3 clusters
  Score: Raw -241425.616618 + Penalty 2543.074850 = -238882.541768
  nChanged 13
		SP:Iteration 31Q (63813.270000 sec): 3 clusters
  Score: Raw -241435.600651 + Penalty 2543.074850 = -238892.525801
  nChanged 10
		SP:Iteration 32Q (63813.320000 sec): 3 clusters
  Score: Raw -241443.237022 + Penalty 2543.074850 = -238900.162173
  nChanged 10
		SP:Iteration 33Q (63813.370000 sec): 3 clusters
  Score: Raw -241450.239373 + Penalty 2543.074850 = -238907.164523
  nChanged 5
		SP:Iteration 34Q (63813.500000 sec): 3 clusters
  Score: Raw -241453.923126 + Penalty 2543.074850 = -238910.848276
  nChanged 5
		SP:Iteration 35Q (63813.550000 sec): 3 clusters
  Score: Raw -241456.858092 + Penalty 2543.074850 = -238913.783242
  nChanged 4
		SP:Iteration 36Q (63813.600000 sec): 3 clusters
  Score: Raw -241459.451109 + Penalty 2543.074850 = -238916.376260
  nChanged 3
		SP:Iteration 37Q (63813.650000 sec): 3 clusters
  Score: Raw -241460.934184 + Penalty 2543.074850 = -238917.859334
  nChanged 1
		SP:Iteration 38Q (63813.700000 sec): 3 clusters
  Score: Raw -241461.327935 + Penalty 2543.074850 = -238918.253085
  nChanged 0
		SP:Iteration 39F (63813.740000 sec): 3 clusters
  Score: Raw -241461.327935 + Penalty 2543.074850 = -238918.253085
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (5304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63813.870000 sec): 2 clusters
  Score: Raw -374470.032065 + Penalty 1393.635186 = -373076.396879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63813.970000 sec): 3 clusters
  Score: Raw -371685.004209 + Penalty 2787.270373 = -368897.733837
  nChanged 2202
		SP:Iteration 1F (63814.180000 sec): 3 clusters
  Score: Raw -373260.702994 + Penalty 2787.270373 = -370473.432621
  nChanged 513
		SP:Iteration 2F (63814.350000 sec): 3 clusters
  Score: Raw -373763.258905 + Penalty 2787.270373 = -370975.988532
  nChanged 441
		SP:Iteration 3F (63814.530000 sec): 3 clusters
  Score: Raw -374129.557403 + Penalty 2787.270373 = -371342.287030
  nChanged 331
		SP:Iteration 4F (63814.710000 sec): 3 clusters
  Score: Raw -374363.995051 + Penalty 2787.270373 = -371576.724678
  nChanged 236
		SP:Iteration 5Q (63814.890000 sec): 3 clusters
  Score: Raw -374512.865639 + Penalty 2787.270373 = -371725.595267
  nChanged 181
		SP:Iteration 6Q (63814.960000 sec): 3 clusters
  Score: Raw -374607.742581 + Penalty 2787.270373 = -371820.472209
  nChanged 136
		SP:Iteration 7Q (63815.160000 sec): 3 clusters
  Score: Raw -374660.575224 + Penalty 2787.270373 = -371873.304851
  nChanged 87
		SP:Iteration 8Q (63815.330000 sec): 3 clusters
  Score: Raw -374691.718508 + Penalty 2787.270373 = -371904.448135
  nChanged 67
		SP:Iteration 9Q (63815.500000 sec): 3 clusters
  Score: Raw -374717.919066 + Penalty 2787.270373 = -371930.648693
  nChanged 69
		SP:Iteration 10Q (63815.680000 sec): 3 clusters
  Score: Raw -374739.062794 + Penalty 2787.270373 = -371951.792421
  nChanged 62
		SP:Iteration 11Q (63815.850000 sec): 3 clusters
  Score: Raw -374763.345500 + Penalty 2787.270373 = -371976.075127
  nChanged 59
		SP:Iteration 12Q (63816.020000 sec): 3 clusters
  Score: Raw -374782.544205 + Penalty 2787.270373 = -371995.273832
  nChanged 39
		SP:Iteration 13Q (63816.200000 sec): 3 clusters
  Score: Raw -374795.941227 + Penalty 2787.270373 = -372008.670854
  nChanged 38
		SP:Iteration 14Q (63816.420000 sec): 3 clusters
  Score: Raw -374809.874436 + Penalty 2787.270373 = -372022.604063
  nChanged 40
		SP:Iteration 15Q (63816.590000 sec): 3 clusters
  Score: Raw -374819.913261 + Penalty 2787.270373 = -372032.642888
  nChanged 23
		SP:Iteration 16Q (63816.780000 sec): 3 clusters
  Score: Raw -374824.611162 + Penalty 2787.270373 = -372037.340789
  nChanged 16
		SP:Iteration 17Q (63816.910000 sec): 3 clusters
  Score: Raw -374827.977707 + Penalty 2787.270373 = -372040.707334
  nChanged 11
		SP:Iteration 18Q (63817.080000 sec): 3 clusters
  Score: Raw -374830.439284 + Penalty 2787.270373 = -372043.168911
  nChanged 9
		SP:Iteration 19Q (63817.260000 sec): 3 clusters
  Score: Raw -374831.644421 + Penalty 2787.270373 = -372044.374048
  nChanged 1
		SP:Iteration 20F (63817.430000 sec): 3 clusters
  Score: Raw -374831.806507 + Penalty 2787.270373 = -372044.536134
  nChanged 2
		SP:Iteration 21Q (63817.600000 sec): 3 clusters
  Score: Raw -374832.087785 + Penalty 2787.270373 = -372044.817413
  nChanged 2
		SP:Iteration 22Q (63817.780000 sec): 3 clusters
  Score: Raw -374832.209613 + Penalty 2787.270373 = -372044.939240
  nChanged 0
		SP:Iteration 23F (63817.950000 sec): 3 clusters
  Score: Raw -374832.209613 + Penalty 2787.270373 = -372044.939240
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (6763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63818.040000 sec): 2 clusters
  Score: Raw -518551.860649 + Penalty 1433.123552 = -517118.737098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63818.250000 sec): 3 clusters
  Score: Raw -514898.200838 + Penalty 2866.247104 = -512031.953734
  nChanged 2824
		SP:Iteration 1F (63818.460000 sec): 3 clusters
  Score: Raw -516579.456890 + Penalty 2866.247104 = -513713.209786
  nChanged 557
		SP:Iteration 2F (63818.660000 sec): 3 clusters
  Score: Raw -516937.618357 + Penalty 2866.247104 = -514071.371253
  nChanged 434
		SP:Iteration 3F (63818.870000 sec): 3 clusters
  Score: Raw -517217.246694 + Penalty 2866.247104 = -514350.999590
  nChanged 366
		SP:Iteration 4F (63819.070000 sec): 3 clusters
  Score: Raw -517465.469634 + Penalty 2866.247104 = -514599.222530
  nChanged 348
		SP:Iteration 5F (63819.280000 sec): 3 clusters
  Score: Raw -517689.082335 + Penalty 2866.247104 = -514822.835231
  nChanged 307
		SP:Iteration 6Q (63819.480000 sec): 3 clusters
  Score: Raw -517886.121923 + Penalty 2866.247104 = -515019.874819
  nChanged 285
		SP:Iteration 7Q (63819.690000 sec): 3 clusters
  Score: Raw -518076.026655 + Penalty 2866.247104 = -515209.779551
  nChanged 263
		SP:Iteration 8Q (63819.890000 sec): 3 clusters
  Score: Raw -518254.820402 + Penalty 2866.247104 = -515388.573299
  nChanged 199
		SP:Iteration 9Q (63820.100000 sec): 3 clusters
  Score: Raw -518365.569679 + Penalty 2866.247104 = -515499.322575
  nChanged 153
		SP:Iteration 10Q (63820.300000 sec): 3 clusters
  Score: Raw -518436.458638 + Penalty 2866.247104 = -515570.211534
  nChanged 123
		SP:Iteration 11Q (63820.510000 sec): 3 clusters
  Score: Raw -518493.826436 + Penalty 2866.247104 = -515627.579332
  nChanged 96
		SP:Iteration 12Q (63820.710000 sec): 3 clusters
  Score: Raw -518535.913553 + Penalty 2866.247104 = -515669.666450
  nChanged 84
		SP:Iteration 13Q (63820.920000 sec): 3 clusters
  Score: Raw -518569.299248 + Penalty 2866.247104 = -515703.052144
  nChanged 79
		SP:Iteration 14Q (63821.120000 sec): 3 clusters
  Score: Raw -518600.222384 + Penalty 2866.247104 = -515733.975280
  nChanged 79
		SP:Iteration 15Q (63821.330000 sec): 3 clusters
  Score: Raw -518631.481572 + Penalty 2866.247104 = -515765.234468
  nChanged 64
		SP:Iteration 16Q (63821.530000 sec): 3 clusters
  Score: Raw -518655.360140 + Penalty 2866.247104 = -515789.113037
  nChanged 68
		SP:Iteration 17Q (63821.740000 sec): 3 clusters
  Score: Raw -518685.422202 + Penalty 2866.247104 = -515819.175098
  nChanged 82
		SP:Iteration 18Q (63821.940000 sec): 3 clusters
  Score: Raw -518722.344877 + Penalty 2866.247104 = -515856.097773
  nChanged 63
		SP:Iteration 19Q (63822.150000 sec): 3 clusters
  Score: Raw -518751.392018 + Penalty 2866.247104 = -515885.144914
  nChanged 84
		SP:Iteration 20F (63822.350000 sec): 3 clusters
  Score: Raw -518783.359099 + Penalty 2866.247104 = -515917.111995
  nChanged 77
		SP:Iteration 21Q (63822.560000 sec): 3 clusters
  Score: Raw -518814.744574 + Penalty 2866.247104 = -515948.497471
  nChanged 64
		SP:Iteration 22Q (63822.760000 sec): 3 clusters
  Score: Raw -518841.686701 + Penalty 2866.247104 = -515975.439598
  nChanged 52
		SP:Iteration 23Q (63822.970000 sec): 3 clusters
  Score: Raw -518861.229534 + Penalty 2866.247104 = -515994.982430
  nChanged 50
		SP:Iteration 24Q (63823.180000 sec): 3 clusters
  Score: Raw -518875.889643 + Penalty 2866.247104 = -516009.642539
  nChanged 41
		SP:Iteration 25Q (63823.380000 sec): 3 clusters
  Score: Raw -518888.209209 + Penalty 2866.247104 = -516021.962105
  nChanged 33
		SP:Iteration 26Q (63823.580000 sec): 3 clusters
  Score: Raw -518897.999549 + Penalty 2866.247104 = -516031.752446
  nChanged 37
		SP:Iteration 27Q (63823.790000 sec): 3 clusters
  Score: Raw -518908.552468 + Penalty 2866.247104 = -516042.305364
  nChanged 33
		SP:Iteration 28Q (63823.990000 sec): 3 clusters
  Score: Raw -518919.250050 + Penalty 2866.247104 = -516053.002946
  nChanged 33
		SP:Iteration 29Q (63824.200000 sec): 3 clusters
  Score: Raw -518930.354519 + Penalty 2866.247104 = -516064.107416
  nChanged 31
		SP:Iteration 30Q (63824.400000 sec): 3 clusters
  Score: Raw -518938.563153 + Penalty 2866.247104 = -516072.316050
  nChanged 24
		SP:Iteration 31Q (63824.600000 sec): 3 clusters
  Score: Raw -518944.774455 + Penalty 2866.247104 = -516078.527351
  nChanged 30
		SP:Iteration 32Q (63824.810000 sec): 3 clusters
  Score: Raw -518952.185547 + Penalty 2866.247104 = -516085.938443
  nChanged 21
		SP:Iteration 33Q (63825.010000 sec): 3 clusters
  Score: Raw -518959.349080 + Penalty 2866.247104 = -516093.101976
  nChanged 32
		SP:Iteration 34Q (63825.220000 sec): 3 clusters
  Score: Raw -518968.326503 + Penalty 2866.247104 = -516102.079399
  nChanged 31
		SP:Iteration 35Q (63825.420000 sec): 3 clusters
  Score: Raw -518977.640974 + Penalty 2866.247104 = -516111.393870
  nChanged 27
		SP:Iteration 36Q (63825.620000 sec): 3 clusters
  Score: Raw -518985.604057 + Penalty 2866.247104 = -516119.356953
  nChanged 22
		SP:Iteration 37Q (63825.830000 sec): 3 clusters
  Score: Raw -518990.677924 + Penalty 2866.247104 = -516124.430820
  nChanged 15
		SP:Iteration 38Q (63826.030000 sec): 3 clusters
  Score: Raw -518993.809296 + Penalty 2866.247104 = -516127.562192
  nChanged 10
		SP:Iteration 39Q (63826.240000 sec): 3 clusters
  Score: Raw -518995.779280 + Penalty 2866.247104 = -516129.532176
  nChanged 11
		SP:Iteration 40F (63826.440000 sec): 3 clusters
  Score: Raw -518998.017493 + Penalty 2866.247104 = -516131.770389
  nChanged 7
		SP:Iteration 41Q (63826.640000 sec): 3 clusters
  Score: Raw -518999.725044 + Penalty 2866.247104 = -516133.477940
  nChanged 9
		SP:Iteration 42Q (63826.850000 sec): 3 clusters
  Score: Raw -519001.766547 + Penalty 2866.247104 = -516135.519443
  nChanged 6
		SP:Iteration 43Q (63827.080000 sec): 3 clusters
  Score: Raw -519003.797152 + Penalty 2866.247104 = -516137.550048
  nChanged 9
		SP:Iteration 44Q (63827.260000 sec): 3 clusters
  Score: Raw -519005.834326 + Penalty 2866.247104 = -516139.587223
  nChanged 6
		SP:Iteration 45Q (63827.380000 sec): 3 clusters
  Score: Raw -519007.243340 + Penalty 2866.247104 = -516140.996237
  nChanged 7
		SP:Iteration 46Q (63827.570000 sec): 3 clusters
  Score: Raw -519008.641965 + Penalty 2866.247104 = -516142.394861
  nChanged 5
		SP:Iteration 47Q (63827.770000 sec): 3 clusters
  Score: Raw -519009.938995 + Penalty 2866.247104 = -516143.691891
  nChanged 2
		SP:Iteration 48Q (63827.980000 sec): 3 clusters
  Score: Raw -519010.712277 + Penalty 2866.247104 = -516144.465173
  nChanged 6
		SP:Iteration 49Q (63828.180000 sec): 3 clusters
  Score: Raw -519012.382067 + Penalty 2866.247104 = -516146.134964
  nChanged 6
		SP:Iteration 50Q (63828.380000 sec): 3 clusters
  Score: Raw -519014.638083 + Penalty 2866.247104 = -516148.390979
  nChanged 10
		SP:Iteration 51Q (63828.590000 sec): 3 clusters
  Score: Raw -519017.998648 + Penalty 2866.247104 = -516151.751544
  nChanged 8
		SP:Iteration 52Q (63828.790000 sec): 3 clusters
  Score: Raw -519020.287860 + Penalty 2866.247104 = -516154.040756
  nChanged 6
		SP:Iteration 53Q (63829.000000 sec): 3 clusters
  Score: Raw -519021.262662 + Penalty 2866.247104 = -516155.015558
  nChanged 5
		SP:Iteration 54Q (63829.200000 sec): 3 clusters
  Score: Raw -519021.996357 + Penalty 2866.247104 = -516155.749253
  nChanged 3
		SP:Iteration 55Q (63829.410000 sec): 3 clusters
  Score: Raw -519022.887479 + Penalty 2866.247104 = -516156.640375
  nChanged 4
		SP:Iteration 56Q (63829.610000 sec): 3 clusters
  Score: Raw -519023.745248 + Penalty 2866.247104 = -516157.498144
  nChanged 2
		SP:Iteration 57Q (63829.810000 sec): 3 clusters
  Score: Raw -519024.058518 + Penalty 2866.247104 = -516157.811414
  nChanged 2
		SP:Iteration 58Q (63830.020000 sec): 3 clusters
  Score: Raw -519024.257248 + Penalty 2866.247104 = -516158.010144
  nChanged 1
		SP:Iteration 59Q (63830.220000 sec): 3 clusters
  Score: Raw -519024.325704 + Penalty 2866.247104 = -516158.078600
  nChanged 0
		SP:Iteration 60F (63830.430000 sec): 3 clusters
  Score: Raw -519024.325704 + Penalty 2866.247104 = -516158.078600
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (7687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63830.550000 sec): 2 clusters
  Score: Raw -664587.554986 + Penalty 1453.933954 = -663133.621032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63830.760000 sec): 3 clusters
  Score: Raw -660371.753293 + Penalty 2907.867908 = -657463.885386
  nChanged 3275
		SP:Iteration 1F (63830.960000 sec): 3 clusters
  Score: Raw -662372.306842 + Penalty 2907.867908 = -659464.438934
  nChanged 569
		SP:Iteration 2F (63831.160000 sec): 3 clusters
  Score: Raw -662716.867631 + Penalty 2907.867908 = -659808.999724
  nChanged 500
		SP:Iteration 3F (63831.360000 sec): 3 clusters
  Score: Raw -663027.317698 + Penalty 2907.867908 = -660119.449790
  nChanged 445
		SP:Iteration 4F (63831.560000 sec): 3 clusters
  Score: Raw -663267.954371 + Penalty 2907.867908 = -660360.086464
  nChanged 358
		SP:Iteration 5Q (63831.760000 sec): 3 clusters
  Score: Raw -663423.642648 + Penalty 2907.867908 = -660515.774740
  nChanged 256
		SP:Iteration 6Q (63831.960000 sec): 3 clusters
  Score: Raw -663527.180263 + Penalty 2907.867908 = -660619.312355
  nChanged 214
		SP:Iteration 7Q (63832.150000 sec): 3 clusters
  Score: Raw -663605.974462 + Penalty 2907.867908 = -660698.106554
  nChanged 192
		SP:Iteration 8Q (63832.350000 sec): 3 clusters
  Score: Raw -663674.887712 + Penalty 2907.867908 = -660767.019805
  nChanged 190
		SP:Iteration 9Q (63832.550000 sec): 3 clusters
  Score: Raw -663740.563279 + Penalty 2907.867908 = -660832.695371
  nChanged 158
		SP:Iteration 10Q (63832.750000 sec): 3 clusters
  Score: Raw -663798.623028 + Penalty 2907.867908 = -660890.755121
  nChanged 155
		SP:Iteration 11Q (63832.950000 sec): 3 clusters
  Score: Raw -663850.659602 + Penalty 2907.867908 = -660942.791694
  nChanged 128
		SP:Iteration 12Q (63833.150000 sec): 3 clusters
  Score: Raw -663895.275607 + Penalty 2907.867908 = -660987.407699
  nChanged 141
		SP:Iteration 13Q (63833.340000 sec): 3 clusters
  Score: Raw -663944.550633 + Penalty 2907.867908 = -661036.682726
  nChanged 134
		SP:Iteration 14Q (63833.550000 sec): 3 clusters
  Score: Raw -663986.277563 + Penalty 2907.867908 = -661078.409655
  nChanged 116
		SP:Iteration 15Q (63833.750000 sec): 3 clusters
  Score: Raw -664028.740612 + Penalty 2907.867908 = -661120.872705
  nChanged 112
		SP:Iteration 16Q (63833.950000 sec): 3 clusters
  Score: Raw -664057.007409 + Penalty 2907.867908 = -661149.139502
  nChanged 82
		SP:Iteration 17Q (63834.150000 sec): 3 clusters
  Score: Raw -664077.132793 + Penalty 2907.867908 = -661169.264885
  nChanged 70
		SP:Iteration 18Q (63834.350000 sec): 3 clusters
  Score: Raw -664092.255054 + Penalty 2907.867908 = -661184.387146
  nChanged 67
		SP:Iteration 19Q (63834.540000 sec): 3 clusters
  Score: Raw -664107.668114 + Penalty 2907.867908 = -661199.800207
  nChanged 73
		SP:Iteration 20F (63834.740000 sec): 3 clusters
  Score: Raw -664125.779796 + Penalty 2907.867908 = -661217.911889
  nChanged 65
		SP:Iteration 21Q (63834.940000 sec): 3 clusters
  Score: Raw -664139.729271 + Penalty 2907.867908 = -661231.861364
  nChanged 53
		SP:Iteration 22Q (63835.140000 sec): 3 clusters
  Score: Raw -664151.143026 + Penalty 2907.867908 = -661243.275118
  nChanged 53
		SP:Iteration 23Q (63835.340000 sec): 3 clusters
  Score: Raw -664160.555032 + Penalty 2907.867908 = -661252.687125
  nChanged 48
		SP:Iteration 24Q (63835.540000 sec): 3 clusters
  Score: Raw -664170.347791 + Penalty 2907.867908 = -661262.479883
  nChanged 46
		SP:Iteration 25Q (63835.730000 sec): 3 clusters
  Score: Raw -664179.516198 + Penalty 2907.867908 = -661271.648290
  nChanged 39
		SP:Iteration 26Q (63835.970000 sec): 3 clusters
  Score: Raw -664186.392548 + Penalty 2907.867908 = -661278.524640
  nChanged 33
		SP:Iteration 27Q (63836.210000 sec): 3 clusters
  Score: Raw -664191.100988 + Penalty 2907.867908 = -661283.233081
  nChanged 26
		SP:Iteration 28Q (63836.420000 sec): 3 clusters
  Score: Raw -664195.342955 + Penalty 2907.867908 = -661287.475048
  nChanged 26
		SP:Iteration 29Q (63836.610000 sec): 3 clusters
  Score: Raw -664199.485176 + Penalty 2907.867908 = -661291.617268
  nChanged 26
		SP:Iteration 30Q (63836.810000 sec): 3 clusters
  Score: Raw -664203.492138 + Penalty 2907.867908 = -661295.624230
  nChanged 27
		SP:Iteration 31Q (63837.010000 sec): 3 clusters
  Score: Raw -664207.883174 + Penalty 2907.867908 = -661300.015267
  nChanged 29
		SP:Iteration 32Q (63837.250000 sec): 3 clusters
  Score: Raw -664212.933944 + Penalty 2907.867908 = -661305.066037
  nChanged 28
		SP:Iteration 33Q (63837.450000 sec): 3 clusters
  Score: Raw -664218.331232 + Penalty 2907.867908 = -661310.463324
  nChanged 34
		SP:Iteration 34Q (63837.650000 sec): 3 clusters
  Score: Raw -664224.770592 + Penalty 2907.867908 = -661316.902684
  nChanged 33
		SP:Iteration 35Q (63837.880000 sec): 3 clusters
  Score: Raw -664231.148599 + Penalty 2907.867908 = -661323.280691
  nChanged 40
		SP:Iteration 36Q (63838.090000 sec): 3 clusters
  Score: Raw -664240.448303 + Penalty 2907.867908 = -661332.580395
  nChanged 48
		SP:Iteration 37Q (63838.280000 sec): 3 clusters
  Score: Raw -664253.621034 + Penalty 2907.867908 = -661345.753126
  nChanged 50
		SP:Iteration 38Q (63838.480000 sec): 3 clusters
  Score: Raw -664266.493842 + Penalty 2907.867908 = -661358.625935
  nChanged 59
		SP:Iteration 39Q (63838.680000 sec): 3 clusters
  Score: Raw -664286.190477 + Penalty 2907.867908 = -661378.322569
  nChanged 84
		SP:Iteration 40F (63838.880000 sec): 3 clusters
  Score: Raw -664316.194137 + Penalty 2907.867908 = -661408.326230
  nChanged 91
		SP:Iteration 41Q (63839.080000 sec): 3 clusters
  Score: Raw -664355.497371 + Penalty 2907.867908 = -661447.629464
  nChanged 104
		SP:Iteration 42Q (63839.280000 sec): 3 clusters
  Score: Raw -664404.587032 + Penalty 2907.867908 = -661496.719125
  nChanged 126
		SP:Iteration 43Q (63839.480000 sec): 3 clusters
  Score: Raw -664468.941447 + Penalty 2907.867908 = -661561.073539
  nChanged 139
		SP:Iteration 44Q (63839.680000 sec): 3 clusters
  Score: Raw -664541.694632 + Penalty 2907.867908 = -661633.826724
  nChanged 150
		SP:Iteration 45Q (63839.860000 sec): 3 clusters
  Score: Raw -664633.027243 + Penalty 2907.867908 = -661725.159336
  nChanged 157
		SP:Iteration 46Q (63840.120000 sec): 3 clusters
  Score: Raw -664722.746534 + Penalty 2907.867908 = -661814.878626
  nChanged 148
		SP:Iteration 47Q (63840.320000 sec): 3 clusters
  Score: Raw -664804.836934 + Penalty 2907.867908 = -661896.969026
  nChanged 119
		SP:Iteration 48Q (63840.530000 sec): 3 clusters
  Score: Raw -664862.150114 + Penalty 2907.867908 = -661954.282206
  nChanged 106
		SP:Iteration 49Q (63840.730000 sec): 3 clusters
  Score: Raw -664907.475933 + Penalty 2907.867908 = -661999.608025
  nChanged 97
		SP:Iteration 50Q (63840.920000 sec): 3 clusters
  Score: Raw -664947.625385 + Penalty 2907.867908 = -662039.757478
  nChanged 86
		SP:Iteration 51Q (63841.130000 sec): 3 clusters
  Score: Raw -664979.679098 + Penalty 2907.867908 = -662071.811191
  nChanged 76
		SP:Iteration 52Q (63841.320000 sec): 3 clusters
  Score: Raw -665006.704991 + Penalty 2907.867908 = -662098.837083
  nChanged 69
		SP:Iteration 53Q (63841.520000 sec): 3 clusters
  Score: Raw -665039.951128 + Penalty 2907.867908 = -662132.083221
  nChanged 71
		SP:Iteration 54Q (63841.720000 sec): 3 clusters
  Score: Raw -665074.760066 + Penalty 2907.867908 = -662166.892159
  nChanged 84
		SP:Iteration 55Q (63841.920000 sec): 3 clusters
  Score: Raw -665133.016251 + Penalty 2907.867908 = -662225.148344
  nChanged 98
		SP:Iteration 56Q (63842.120000 sec): 3 clusters
  Score: Raw -665194.870423 + Penalty 2907.867908 = -662287.002515
  nChanged 103
		SP:Iteration 57Q (63842.320000 sec): 3 clusters
  Score: Raw -665250.056134 + Penalty 2907.867908 = -662342.188227
  nChanged 89
		SP:Iteration 58Q (63842.510000 sec): 3 clusters
  Score: Raw -665291.016310 + Penalty 2907.867908 = -662383.148402
  nChanged 68
		SP:Iteration 59Q (63842.710000 sec): 3 clusters
  Score: Raw -665317.320408 + Penalty 2907.867908 = -662409.452500
  nChanged 66
		SP:Iteration 60F (63842.910000 sec): 3 clusters
  Score: Raw -665345.126569 + Penalty 2907.867908 = -662437.258661
  nChanged 56
		SP:Iteration 61Q (63843.100000 sec): 3 clusters
  Score: Raw -665372.802700 + Penalty 2907.867908 = -662464.934793
  nChanged 56
		SP:Iteration 62Q (63843.300000 sec): 3 clusters
  Score: Raw -665397.814840 + Penalty 2907.867908 = -662489.946932
  nChanged 57
		SP:Iteration 63Q (63843.500000 sec): 3 clusters
  Score: Raw -665418.310615 + Penalty 2907.867908 = -662510.442707
  nChanged 53
		SP:Iteration 64Q (63843.700000 sec): 3 clusters
  Score: Raw -665440.470998 + Penalty 2907.867908 = -662532.603091
  nChanged 47
		SP:Iteration 65Q (63843.900000 sec): 3 clusters
  Score: Raw -665456.535008 + Penalty 2907.867908 = -662548.667101
  nChanged 44
		SP:Iteration 66Q (63844.100000 sec): 3 clusters
  Score: Raw -665469.594652 + Penalty 2907.867908 = -662561.726745
  nChanged 43
		SP:Iteration 67Q (63844.300000 sec): 3 clusters
  Score: Raw -665484.267116 + Penalty 2907.867908 = -662576.399209
  nChanged 42
		SP:Iteration 68Q (63844.540000 sec): 3 clusters
  Score: Raw -665499.077778 + Penalty 2907.867908 = -662591.209870
  nChanged 43
		SP:Iteration 69Q (63844.700000 sec): 3 clusters
  Score: Raw -665514.651583 + Penalty 2907.867908 = -662606.783675
  nChanged 36
		SP:Iteration 70Q (63844.910000 sec): 3 clusters
  Score: Raw -665526.286586 + Penalty 2907.867908 = -662618.418679
  nChanged 45
		SP:Iteration 71Q (63845.120000 sec): 3 clusters
  Score: Raw -665538.566795 + Penalty 2907.867908 = -662630.698887
  nChanged 39
		SP:Iteration 72Q (63845.330000 sec): 3 clusters
  Score: Raw -665547.717556 + Penalty 2907.867908 = -662639.849649
  nChanged 45
		SP:Iteration 73Q (63845.560000 sec): 3 clusters
  Score: Raw -665560.923395 + Penalty 2907.867908 = -662653.055488
  nChanged 47
		SP:Iteration 74Q (63845.760000 sec): 3 clusters
  Score: Raw -665572.031448 + Penalty 2907.867908 = -662664.163541
  nChanged 35
		SP:Iteration 75Q (63845.960000 sec): 3 clusters
  Score: Raw -665582.018241 + Penalty 2907.867908 = -662674.150333
  nChanged 41
		SP:Iteration 76Q (63846.160000 sec): 3 clusters
  Score: Raw -665595.026566 + Penalty 2907.867908 = -662687.158659
  nChanged 50
		SP:Iteration 77Q (63846.360000 sec): 3 clusters
  Score: Raw -665613.986798 + Penalty 2907.867908 = -662706.118890
  nChanged 51
		SP:Iteration 78Q (63846.560000 sec): 3 clusters
  Score: Raw -665635.024414 + Penalty 2907.867908 = -662727.156506
  nChanged 56
		SP:Iteration 79Q (63846.750000 sec): 3 clusters
  Score: Raw -665652.446399 + Penalty 2907.867908 = -662744.578491
  nChanged 47
		SP:Iteration 80F (63846.950000 sec): 3 clusters
  Score: Raw -665663.459505 + Penalty 2907.867908 = -662755.591597
  nChanged 34
		SP:Iteration 81Q (63847.150000 sec): 3 clusters
  Score: Raw -665671.565158 + Penalty 2907.867908 = -662763.697250
  nChanged 24
		SP:Iteration 82Q (63847.350000 sec): 3 clusters
  Score: Raw -665676.575447 + Penalty 2907.867908 = -662768.707540
  nChanged 21
		SP:Iteration 83Q (63847.540000 sec): 3 clusters
  Score: Raw -665681.759181 + Penalty 2907.867908 = -662773.891273
  nChanged 21
		SP:Iteration 84Q (63847.740000 sec): 3 clusters
  Score: Raw -665685.929049 + Penalty 2907.867908 = -662778.061142
  nChanged 16
		SP:Iteration 85Q (63847.940000 sec): 3 clusters
  Score: Raw -665690.077077 + Penalty 2907.867908 = -662782.209169
  nChanged 14
		SP:Iteration 86Q (63848.140000 sec): 3 clusters
  Score: Raw -665692.797150 + Penalty 2907.867908 = -662784.929243
  nChanged 13
		SP:Iteration 87Q (63848.340000 sec): 3 clusters
  Score: Raw -665694.771138 + Penalty 2907.867908 = -662786.903230
  nChanged 10
		SP:Iteration 88Q (63848.530000 sec): 3 clusters
  Score: Raw -665696.676780 + Penalty 2907.867908 = -662788.808873
  nChanged 13
		SP:Iteration 89Q (63848.730000 sec): 3 clusters
  Score: Raw -665699.070260 + Penalty 2907.867908 = -662791.202353
  nChanged 13
		SP:Iteration 90Q (63848.930000 sec): 3 clusters
  Score: Raw -665701.726007 + Penalty 2907.867908 = -662793.858099
  nChanged 13
		SP:Iteration 91Q (63849.130000 sec): 3 clusters
  Score: Raw -665705.147026 + Penalty 2907.867908 = -662797.279119
  nChanged 13
		SP:Iteration 92Q (63849.330000 sec): 3 clusters
  Score: Raw -665707.895721 + Penalty 2907.867908 = -662800.027814
  nChanged 11
		SP:Iteration 93Q (63849.530000 sec): 3 clusters
  Score: Raw -665710.478497 + Penalty 2907.867908 = -662802.610590
  nChanged 16
		SP:Iteration 94Q (63849.720000 sec): 3 clusters
  Score: Raw -665714.486204 + Penalty 2907.867908 = -662806.618297
  nChanged 14
		SP:Iteration 95Q (63849.920000 sec): 3 clusters
  Score: Raw -665717.362783 + Penalty 2907.867908 = -662809.494875
  nChanged 19
		SP:Iteration 96Q (63850.120000 sec): 3 clusters
  Score: Raw -665720.853314 + Penalty 2907.867908 = -662812.985407
  nChanged 13
		SP:Iteration 97Q (63850.320000 sec): 3 clusters
  Score: Raw -665723.114049 + Penalty 2907.867908 = -662815.246141
  nChanged 17
		SP:Iteration 98Q (63850.520000 sec): 3 clusters
  Score: Raw -665726.901846 + Penalty 2907.867908 = -662819.033938
  nChanged 19
		SP:Iteration 99Q (63850.720000 sec): 3 clusters
  Score: Raw -665730.110333 + Penalty 2907.867908 = -662822.242425
  nChanged 18
		SP:Iteration 100F (63850.920000 sec): 3 clusters
  Score: Raw -665732.730869 + Penalty 2907.867908 = -662824.862962
  nChanged 12
		SP:Iteration 101Q (63851.110000 sec): 3 clusters
  Score: Raw -665734.626020 + Penalty 2907.867908 = -662826.758113
  nChanged 10
		SP:Iteration 102Q (63851.320000 sec): 3 clusters
  Score: Raw -665735.940285 + Penalty 2907.867908 = -662828.072377
  nChanged 11
		SP:Iteration 103Q (63851.510000 sec): 3 clusters
  Score: Raw -665737.581361 + Penalty 2907.867908 = -662829.713454
  nChanged 7
		SP:Iteration 104Q (63851.710000 sec): 3 clusters
  Score: Raw -665738.774950 + Penalty 2907.867908 = -662830.907043
  nChanged 7
		SP:Iteration 105Q (63851.910000 sec): 3 clusters
  Score: Raw -665739.790028 + Penalty 2907.867908 = -662831.922121
  nChanged 3
		SP:Iteration 106Q (63852.100000 sec): 3 clusters
  Score: Raw -665740.304017 + Penalty 2907.867908 = -662832.436110
  nChanged 3
		SP:Iteration 107Q (63852.300000 sec): 3 clusters
  Score: Raw -665740.720147 + Penalty 2907.867908 = -662832.852239
  nChanged 1
		SP:Iteration 108Q (63852.500000 sec): 3 clusters
  Score: Raw -665741.124366 + Penalty 2907.867908 = -662833.256459
  nChanged 0
		SP:Iteration 109F (63852.700000 sec): 3 clusters
  Score: Raw -665741.124366 + Penalty 2907.867908 = -662833.256459
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (4939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63852.810000 sec): 2 clusters
  Score: Raw -418218.750750 + Penalty 1382.049201 = -416836.701549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63852.990000 sec): 3 clusters
  Score: Raw -415750.907505 + Penalty 2764.098402 = -412986.809103
  nChanged 1950
		SP:Iteration 1F (63853.160000 sec): 3 clusters
  Score: Raw -416882.500967 + Penalty 2764.098402 = -414118.402565
  nChanged 407
		SP:Iteration 2F (63853.340000 sec): 3 clusters
  Score: Raw -417168.521761 + Penalty 2764.098402 = -414404.423359
  nChanged 341
		SP:Iteration 3F (63853.510000 sec): 3 clusters
  Score: Raw -417424.904659 + Penalty 2764.098402 = -414660.806257
  nChanged 308
		SP:Iteration 4F (63853.690000 sec): 3 clusters
  Score: Raw -417649.489862 + Penalty 2764.098402 = -414885.391460
  nChanged 275
		SP:Iteration 5F (63853.860000 sec): 3 clusters
  Score: Raw -417854.792143 + Penalty 2764.098402 = -415090.693741
  nChanged 225
		SP:Iteration 6Q (63854.040000 sec): 3 clusters
  Score: Raw -418016.899852 + Penalty 2764.098402 = -415252.801450
  nChanged 200
		SP:Iteration 7Q (63854.220000 sec): 3 clusters
  Score: Raw -418143.449111 + Penalty 2764.098402 = -415379.350709
  nChanged 162
		SP:Iteration 8Q (63854.390000 sec): 3 clusters
  Score: Raw -418255.214876 + Penalty 2764.098402 = -415491.116474
  nChanged 145
		SP:Iteration 9Q (63854.570000 sec): 3 clusters
  Score: Raw -418356.448190 + Penalty 2764.098402 = -415592.349788
  nChanged 117
		SP:Iteration 10Q (63854.790000 sec): 3 clusters
  Score: Raw -418438.832169 + Penalty 2764.098402 = -415674.733767
  nChanged 106
		SP:Iteration 11Q (63854.970000 sec): 3 clusters
  Score: Raw -418512.694856 + Penalty 2764.098402 = -415748.596454
  nChanged 89
		SP:Iteration 12Q (63855.160000 sec): 3 clusters
  Score: Raw -418566.905564 + Penalty 2764.098402 = -415802.807162
  nChanged 67
		SP:Iteration 13Q (63855.340000 sec): 3 clusters
  Score: Raw -418622.794246 + Penalty 2764.098402 = -415858.695844
  nChanged 84
		SP:Iteration 14Q (63855.520000 sec): 3 clusters
  Score: Raw -418691.717735 + Penalty 2764.098402 = -415927.619333
  nChanged 93
		SP:Iteration 15Q (63855.700000 sec): 3 clusters
  Score: Raw -418752.685232 + Penalty 2764.098402 = -415988.586830
  nChanged 74
		SP:Iteration 16Q (63855.890000 sec): 3 clusters
  Score: Raw -418795.320942 + Penalty 2764.098402 = -416031.222540
  nChanged 51
		SP:Iteration 17Q (63856.060000 sec): 3 clusters
  Score: Raw -418819.587556 + Penalty 2764.098402 = -416055.489154
  nChanged 43
		SP:Iteration 18Q (63856.210000 sec): 3 clusters
  Score: Raw -418837.217058 + Penalty 2764.098402 = -416073.118656
  nChanged 44
		SP:Iteration 19Q (63856.390000 sec): 3 clusters
  Score: Raw -418854.719481 + Penalty 2764.098402 = -416090.621079
  nChanged 32
		SP:Iteration 20F (63856.560000 sec): 3 clusters
  Score: Raw -418867.815798 + Penalty 2764.098402 = -416103.717396
  nChanged 27
		SP:Iteration 21Q (63856.740000 sec): 3 clusters
  Score: Raw -418879.485703 + Penalty 2764.098402 = -416115.387301
  nChanged 23
		SP:Iteration 22Q (63856.910000 sec): 3 clusters
  Score: Raw -418891.064868 + Penalty 2764.098402 = -416126.966465
  nChanged 23
		SP:Iteration 23Q (63857.090000 sec): 3 clusters
  Score: Raw -418904.146009 + Penalty 2764.098402 = -416140.047607
  nChanged 18
		SP:Iteration 24Q (63857.260000 sec): 3 clusters
  Score: Raw -418912.416038 + Penalty 2764.098402 = -416148.317636
  nChanged 18
		SP:Iteration 25Q (63857.440000 sec): 3 clusters
  Score: Raw -418918.315614 + Penalty 2764.098402 = -416154.217212
  nChanged 13
		SP:Iteration 26Q (63857.610000 sec): 3 clusters
  Score: Raw -418923.128175 + Penalty 2764.098402 = -416159.029773
  nChanged 16
		SP:Iteration 27Q (63857.790000 sec): 3 clusters
  Score: Raw -418926.633202 + Penalty 2764.098402 = -416162.534800
  nChanged 13
		SP:Iteration 28Q (63857.960000 sec): 3 clusters
  Score: Raw -418930.652137 + Penalty 2764.098402 = -416166.553735
  nChanged 13
		SP:Iteration 29Q (63858.140000 sec): 3 clusters
  Score: Raw -418934.212396 + Penalty 2764.098402 = -416170.113994
  nChanged 10
		SP:Iteration 30Q (63858.310000 sec): 3 clusters
  Score: Raw -418937.269291 + Penalty 2764.098402 = -416173.170889
  nChanged 7
		SP:Iteration 31Q (63858.490000 sec): 3 clusters
  Score: Raw -418939.178205 + Penalty 2764.098402 = -416175.079803
  nChanged 9
		SP:Iteration 32Q (63858.660000 sec): 3 clusters
  Score: Raw -418941.793199 + Penalty 2764.098402 = -416177.694797
  nChanged 8
		SP:Iteration 33Q (63858.840000 sec): 3 clusters
  Score: Raw -418946.194180 + Penalty 2764.098402 = -416182.095777
  nChanged 10
		SP:Iteration 34Q (63859.020000 sec): 3 clusters
  Score: Raw -418951.930372 + Penalty 2764.098402 = -416187.831970
  nChanged 18
		SP:Iteration 35Q (63859.190000 sec): 3 clusters
  Score: Raw -418958.104077 + Penalty 2764.098402 = -416194.005675
  nChanged 12
		SP:Iteration 36Q (63859.360000 sec): 3 clusters
  Score: Raw -418961.197420 + Penalty 2764.098402 = -416197.099017
  nChanged 10
		SP:Iteration 37Q (63859.540000 sec): 3 clusters
  Score: Raw -418964.586027 + Penalty 2764.098402 = -416200.487625
  nChanged 12
		SP:Iteration 38Q (63859.710000 sec): 3 clusters
  Score: Raw -418968.520353 + Penalty 2764.098402 = -416204.421950
  nChanged 6
		SP:Iteration 39Q (63859.890000 sec): 3 clusters
  Score: Raw -418970.221276 + Penalty 2764.098402 = -416206.122874
  nChanged 4
		SP:Iteration 40F (63860.060000 sec): 3 clusters
  Score: Raw -418971.222411 + Penalty 2764.098402 = -416207.124009
  nChanged 1
		SP:Iteration 41Q (63860.240000 sec): 3 clusters
  Score: Raw -418971.422806 + Penalty 2764.098402 = -416207.324404
  nChanged 0
		SP:Iteration 42F (63860.420000 sec): 3 clusters
  Score: Raw -418971.422806 + Penalty 2764.098402 = -416207.324404
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (14191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63860.590000 sec): 2 clusters
  Score: Raw -1218940.849634 + Penalty 1553.559026 = -1217387.290608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63860.860000 sec): 3 clusters
  Score: Raw -1210698.936218 + Penalty 3107.118053 = -1207591.818165
  nChanged 6339
		SP:Iteration 1F (63861.140000 sec): 3 clusters
  Score: Raw -1214875.153693 + Penalty 3107.118053 = -1211768.035641
  nChanged 1135
		SP:Iteration 2F (63861.420000 sec): 3 clusters
  Score: Raw -1215720.424805 + Penalty 3107.118053 = -1212613.306752
  nChanged 1088
		SP:Iteration 3F (63861.700000 sec): 3 clusters
  Score: Raw -1216486.214912 + Penalty 3107.118053 = -1213379.096859
  nChanged 942
		SP:Iteration 4F (63862.000000 sec): 3 clusters
  Score: Raw -1217107.338993 + Penalty 3107.118053 = -1214000.220940
  nChanged 765
		SP:Iteration 5F (63862.300000 sec): 3 clusters
  Score: Raw -1217526.998792 + Penalty 3107.118053 = -1214419.880739
  nChanged 619
		SP:Iteration 6Q (63862.580000 sec): 3 clusters
  Score: Raw -1217847.800806 + Penalty 3107.118053 = -1214740.682753
  nChanged 480
		SP:Iteration 7Q (63862.860000 sec): 3 clusters
  Score: Raw -1218097.818356 + Penalty 3107.118053 = -1214990.700304
  nChanged 422
		SP:Iteration 8Q (63863.140000 sec): 3 clusters
  Score: Raw -1218329.413804 + Penalty 3107.118053 = -1215222.295751
  nChanged 379
		SP:Iteration 9Q (63863.420000 sec): 3 clusters
  Score: Raw -1218538.584002 + Penalty 3107.118053 = -1215431.465949
  nChanged 345
		SP:Iteration 10Q (63863.700000 sec): 3 clusters
  Score: Raw -1218742.366697 + Penalty 3107.118053 = -1215635.248644
  nChanged 316
		SP:Iteration 11Q (63864.000000 sec): 3 clusters
  Score: Raw -1218924.078079 + Penalty 3107.118053 = -1215816.960026
  nChanged 288
		SP:Iteration 12Q (63864.300000 sec): 3 clusters
  Score: Raw -1219104.593222 + Penalty 3107.118053 = -1215997.475169
  nChanged 282
		SP:Iteration 13Q (63864.580000 sec): 3 clusters
  Score: Raw -1219275.629591 + Penalty 3107.118053 = -1216168.511538
  nChanged 262
		SP:Iteration 14Q (63864.860000 sec): 3 clusters
  Score: Raw -1219437.903003 + Penalty 3107.118053 = -1216330.784950
  nChanged 274
		SP:Iteration 15Q (63865.140000 sec): 3 clusters
  Score: Raw -1219583.383242 + Penalty 3107.118053 = -1216476.265189
  nChanged 231
		SP:Iteration 16Q (63865.420000 sec): 3 clusters
  Score: Raw -1219685.067531 + Penalty 3107.118053 = -1216577.949478
  nChanged 189
		SP:Iteration 17Q (63865.700000 sec): 3 clusters
  Score: Raw -1219771.847254 + Penalty 3107.118053 = -1216664.729201
  nChanged 170
		SP:Iteration 18Q (63865.980000 sec): 3 clusters
  Score: Raw -1219857.167501 + Penalty 3107.118053 = -1216750.049448
  nChanged 178
		SP:Iteration 19Q (63866.180000 sec): 3 clusters
  Score: Raw -1219933.754348 + Penalty 3107.118053 = -1216826.636295
  nChanged 140
		SP:Iteration 20F (63866.470000 sec): 3 clusters
  Score: Raw -1219984.286101 + Penalty 3107.118053 = -1216877.168048
  nChanged 117
		SP:Iteration 21Q (63866.700000 sec): 3 clusters
  Score: Raw -1220020.088737 + Penalty 3107.118053 = -1216912.970684
  nChanged 94
		SP:Iteration 22Q (63866.980000 sec): 3 clusters
  Score: Raw -1220048.103852 + Penalty 3107.118053 = -1216940.985799
  nChanged 76
		SP:Iteration 23Q (63867.210000 sec): 3 clusters
  Score: Raw -1220070.117445 + Penalty 3107.118053 = -1216962.999392
  nChanged 72
		SP:Iteration 24Q (63867.490000 sec): 3 clusters
  Score: Raw -1220090.571031 + Penalty 3107.118053 = -1216983.452978
  nChanged 61
		SP:Iteration 25Q (63867.730000 sec): 3 clusters
  Score: Raw -1220106.176505 + Penalty 3107.118053 = -1216999.058452
  nChanged 56
		SP:Iteration 26Q (63868.000000 sec): 3 clusters
  Score: Raw -1220122.294734 + Penalty 3107.118053 = -1217015.176681
  nChanged 52
		SP:Iteration 27Q (63868.240000 sec): 3 clusters
  Score: Raw -1220136.024812 + Penalty 3107.118053 = -1217028.906759
  nChanged 39
		SP:Iteration 28Q (63868.510000 sec): 3 clusters
  Score: Raw -1220146.045817 + Penalty 3107.118053 = -1217038.927764
  nChanged 41
		SP:Iteration 29Q (63868.750000 sec): 3 clusters
  Score: Raw -1220154.588567 + Penalty 3107.118053 = -1217047.470514
  nChanged 35
		SP:Iteration 30Q (63869.030000 sec): 3 clusters
  Score: Raw -1220162.757488 + Penalty 3107.118053 = -1217055.639435
  nChanged 30
		SP:Iteration 31Q (63869.260000 sec): 3 clusters
  Score: Raw -1220170.491591 + Penalty 3107.118053 = -1217063.373538
  nChanged 34
		SP:Iteration 32Q (63869.540000 sec): 3 clusters
  Score: Raw -1220177.951803 + Penalty 3107.118053 = -1217070.833750
  nChanged 27
		SP:Iteration 33Q (63869.770000 sec): 3 clusters
  Score: Raw -1220183.647955 + Penalty 3107.118053 = -1217076.529902
  nChanged 24
		SP:Iteration 34Q (63870.050000 sec): 3 clusters
  Score: Raw -1220188.813019 + Penalty 3107.118053 = -1217081.694966
  nChanged 24
		SP:Iteration 35Q (63870.280000 sec): 3 clusters
  Score: Raw -1220195.688474 + Penalty 3107.118053 = -1217088.570421
  nChanged 28
		SP:Iteration 36Q (63870.560000 sec): 3 clusters
  Score: Raw -1220201.805020 + Penalty 3107.118053 = -1217094.686967
  nChanged 15
		SP:Iteration 37Q (63870.790000 sec): 3 clusters
  Score: Raw -1220203.903971 + Penalty 3107.118053 = -1217096.785918
  nChanged 7
		SP:Iteration 38Q (63871.070000 sec): 3 clusters
  Score: Raw -1220205.134426 + Penalty 3107.118053 = -1217098.016373
  nChanged 7
		SP:Iteration 39Q (63871.330000 sec): 3 clusters
  Score: Raw -1220206.336778 + Penalty 3107.118053 = -1217099.218725
  nChanged 6
		SP:Iteration 40F (63871.630000 sec): 3 clusters
  Score: Raw -1220206.907154 + Penalty 3107.118053 = -1217099.789101
  nChanged 4
		SP:Iteration 41Q (63871.910000 sec): 3 clusters
  Score: Raw -1220207.221148 + Penalty 3107.118053 = -1217100.103095
  nChanged 2
		SP:Iteration 42Q (63872.140000 sec): 3 clusters
  Score: Raw -1220207.894724 + Penalty 3107.118053 = -1217100.776671
  nChanged 4
		SP:Iteration 43Q (63872.420000 sec): 3 clusters
  Score: Raw -1220208.361671 + Penalty 3107.118053 = -1217101.243618
  nChanged 2
		SP:Iteration 44Q (63872.660000 sec): 3 clusters
  Score: Raw -1220208.547587 + Penalty 3107.118053 = -1217101.429534
  nChanged 0
		SP:Iteration 45F (63872.940000 sec): 3 clusters
  Score: Raw -1220208.547587 + Penalty 3107.118053 = -1217101.429534
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (4742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63873.060000 sec): 2 clusters
  Score: Raw -349858.995389 + Penalty 1375.434818 = -348483.560571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63873.280000 sec): 3 clusters
  Score: Raw -347474.854403 + Penalty 2750.869637 = -344723.984766
  nChanged 1905
		SP:Iteration 1F (63873.460000 sec): 3 clusters
  Score: Raw -348770.949043 + Penalty 2750.869637 = -346020.079406
  nChanged 464
		SP:Iteration 2F (63873.630000 sec): 3 clusters
  Score: Raw -349189.594429 + Penalty 2750.869637 = -346438.724792
  nChanged 379
		SP:Iteration 3F (63873.810000 sec): 3 clusters
  Score: Raw -349497.217651 + Penalty 2750.869637 = -346746.348014
  nChanged 280
		SP:Iteration 4F (63873.980000 sec): 3 clusters
  Score: Raw -349693.464830 + Penalty 2750.869637 = -346942.595193
  nChanged 206
		SP:Iteration 5Q (63874.160000 sec): 3 clusters
  Score: Raw -349848.610729 + Penalty 2750.869637 = -347097.741092
  nChanged 170
		SP:Iteration 6Q (63874.330000 sec): 3 clusters
  Score: Raw -349953.985474 + Penalty 2750.869637 = -347203.115838
  nChanged 130
		SP:Iteration 7Q (63874.510000 sec): 3 clusters
  Score: Raw -350023.728316 + Penalty 2750.869637 = -347272.858680
  nChanged 114
		SP:Iteration 8Q (63874.680000 sec): 3 clusters
  Score: Raw -350081.619188 + Penalty 2750.869637 = -347330.749551
  nChanged 110
		SP:Iteration 9Q (63874.860000 sec): 3 clusters
  Score: Raw -350136.229944 + Penalty 2750.869637 = -347385.360307
  nChanged 84
		SP:Iteration 10Q (63875.040000 sec): 3 clusters
  Score: Raw -350172.157157 + Penalty 2750.869637 = -347421.287520
  nChanged 74
		SP:Iteration 11Q (63875.210000 sec): 3 clusters
  Score: Raw -350199.173791 + Penalty 2750.869637 = -347448.304155
  nChanged 62
		SP:Iteration 12Q (63875.390000 sec): 3 clusters
  Score: Raw -350223.677805 + Penalty 2750.869637 = -347472.808168
  nChanged 57
		SP:Iteration 13Q (63875.560000 sec): 3 clusters
  Score: Raw -350242.390306 + Penalty 2750.869637 = -347491.520669
  nChanged 42
		SP:Iteration 14Q (63875.740000 sec): 3 clusters
  Score: Raw -350258.685563 + Penalty 2750.869637 = -347507.815926
  nChanged 36
		SP:Iteration 15Q (63875.910000 sec): 3 clusters
  Score: Raw -350269.699746 + Penalty 2750.869637 = -347518.830109
  nChanged 31
		SP:Iteration 16Q (63876.090000 sec): 3 clusters
  Score: Raw -350278.533490 + Penalty 2750.869637 = -347527.663853
  nChanged 25
		SP:Iteration 17Q (63876.260000 sec): 3 clusters
  Score: Raw -350285.220477 + Penalty 2750.869637 = -347534.350840
  nChanged 25
		SP:Iteration 18Q (63876.440000 sec): 3 clusters
  Score: Raw -350293.075248 + Penalty 2750.869637 = -347542.205611
  nChanged 27
		SP:Iteration 19Q (63876.660000 sec): 3 clusters
  Score: Raw -350300.128795 + Penalty 2750.869637 = -347549.259159
  nChanged 23
		SP:Iteration 20F (63876.770000 sec): 3 clusters
  Score: Raw -350304.989315 + Penalty 2750.869637 = -347554.119679
  nChanged 17
		SP:Iteration 21Q (63876.930000 sec): 3 clusters
  Score: Raw -350311.016065 + Penalty 2750.869637 = -347560.146428
  nChanged 24
		SP:Iteration 22Q (63877.090000 sec): 3 clusters
  Score: Raw -350317.535821 + Penalty 2750.869637 = -347566.666184
  nChanged 26
		SP:Iteration 23Q (63877.250000 sec): 3 clusters
  Score: Raw -350325.224627 + Penalty 2750.869637 = -347574.354990
  nChanged 27
		SP:Iteration 24Q (63877.410000 sec): 3 clusters
  Score: Raw -350336.172314 + Penalty 2750.869637 = -347585.302677
  nChanged 33
		SP:Iteration 25Q (63877.640000 sec): 3 clusters
  Score: Raw -350346.844144 + Penalty 2750.869637 = -347595.974508
  nChanged 36
		SP:Iteration 26Q (63877.780000 sec): 3 clusters
  Score: Raw -350363.783655 + Penalty 2750.869637 = -347612.914018
  nChanged 45
		SP:Iteration 27Q (63877.940000 sec): 3 clusters
  Score: Raw -350382.672576 + Penalty 2750.869637 = -347631.802940
  nChanged 35
		SP:Iteration 28Q (63878.100000 sec): 3 clusters
  Score: Raw -350393.637265 + Penalty 2750.869637 = -347642.767628
  nChanged 30
		SP:Iteration 29Q (63878.320000 sec): 3 clusters
  Score: Raw -350404.489275 + Penalty 2750.869637 = -347653.619638
  nChanged 30
		SP:Iteration 30Q (63878.460000 sec): 3 clusters
  Score: Raw -350414.743367 + Penalty 2750.869637 = -347663.873730
  nChanged 25
		SP:Iteration 31Q (63878.620000 sec): 3 clusters
  Score: Raw -350421.884192 + Penalty 2750.869637 = -347671.014555
  nChanged 28
		SP:Iteration 32Q (63878.780000 sec): 3 clusters
  Score: Raw -350429.475618 + Penalty 2750.869637 = -347678.605981
  nChanged 25
		SP:Iteration 33Q (63878.940000 sec): 3 clusters
  Score: Raw -350438.174378 + Penalty 2750.869637 = -347687.304741
  nChanged 20
		SP:Iteration 34Q (63879.100000 sec): 3 clusters
  Score: Raw -350442.778745 + Penalty 2750.869637 = -347691.909108
  nChanged 19
		SP:Iteration 35Q (63879.260000 sec): 3 clusters
  Score: Raw -350450.272226 + Penalty 2750.869637 = -347699.402589
  nChanged 19
		SP:Iteration 36Q (63879.420000 sec): 3 clusters
  Score: Raw -350456.425106 + Penalty 2750.869637 = -347705.555469
  nChanged 19
		SP:Iteration 37Q (63879.580000 sec): 3 clusters
  Score: Raw -350461.352939 + Penalty 2750.869637 = -347710.483302
  nChanged 11
		SP:Iteration 38Q (63879.740000 sec): 3 clusters
  Score: Raw -350464.543724 + Penalty 2750.869637 = -347713.674087
  nChanged 11
		SP:Iteration 39Q (63879.900000 sec): 3 clusters
  Score: Raw -350468.790336 + Penalty 2750.869637 = -347717.920699
  nChanged 23
		SP:Iteration 40F (63880.060000 sec): 3 clusters
  Score: Raw -350474.289940 + Penalty 2750.869637 = -347723.420304
  nChanged 10
		SP:Iteration 41Q (63880.220000 sec): 3 clusters
  Score: Raw -350476.805485 + Penalty 2750.869637 = -347725.935849
  nChanged 10
		SP:Iteration 42Q (63880.370000 sec): 3 clusters
  Score: Raw -350479.541357 + Penalty 2750.869637 = -347728.671720
  nChanged 9
		SP:Iteration 43Q (63880.530000 sec): 3 clusters
  Score: Raw -350481.351665 + Penalty 2750.869637 = -347730.482028
  nChanged 7
		SP:Iteration 44Q (63880.690000 sec): 3 clusters
  Score: Raw -350482.466308 + Penalty 2750.869637 = -347731.596671
  nChanged 4
		SP:Iteration 45Q (63880.850000 sec): 3 clusters
  Score: Raw -350483.126288 + Penalty 2750.869637 = -347732.256651
  nChanged 2
		SP:Iteration 46Q (63881.010000 sec): 3 clusters
  Score: Raw -350483.415921 + Penalty 2750.869637 = -347732.546285
  nChanged 1
		SP:Iteration 47Q (63881.170000 sec): 3 clusters
  Score: Raw -350483.584176 + Penalty 2750.869637 = -347732.714539
  nChanged 3
		SP:Iteration 48Q (63881.330000 sec): 3 clusters
  Score: Raw -350484.377378 + Penalty 2750.869637 = -347733.507741
  nChanged 2
		SP:Iteration 49Q (63881.490000 sec): 3 clusters
  Score: Raw -350484.719436 + Penalty 2750.869637 = -347733.849800
  nChanged 5
		SP:Iteration 50Q (63881.650000 sec): 3 clusters
  Score: Raw -350485.304475 + Penalty 2750.869637 = -347734.434838
  nChanged 3
		SP:Iteration 51Q (63881.810000 sec): 3 clusters
  Score: Raw -350485.589106 + Penalty 2750.869637 = -347734.719469
  nChanged 1
		SP:Iteration 52Q (63881.970000 sec): 3 clusters
  Score: Raw -350485.648133 + Penalty 2750.869637 = -347734.778496
  nChanged 0
		SP:Iteration 53F (63882.130000 sec): 3 clusters
  Score: Raw -350485.648133 + Penalty 2750.869637 = -347734.778496
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (5366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63882.240000 sec): 2 clusters
  Score: Raw -386682.208240 + Penalty 1395.523680 = -385286.684560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63882.400000 sec): 3 clusters
  Score: Raw -383888.282794 + Penalty 2791.047360 = -381097.235434
  nChanged 2192
		SP:Iteration 1F (63882.560000 sec): 3 clusters
  Score: Raw -385449.804607 + Penalty 2791.047360 = -382658.757247
  nChanged 540
		SP:Iteration 2F (63882.710000 sec): 3 clusters
  Score: Raw -385971.266167 + Penalty 2791.047360 = -383180.218807
  nChanged 431
		SP:Iteration 3F (63882.870000 sec): 3 clusters
  Score: Raw -386351.178223 + Penalty 2791.047360 = -383560.130863
  nChanged 329
		SP:Iteration 4F (63883.030000 sec): 3 clusters
  Score: Raw -386585.459745 + Penalty 2791.047360 = -383794.412385
  nChanged 242
		SP:Iteration 5Q (63883.180000 sec): 3 clusters
  Score: Raw -386748.580352 + Penalty 2791.047360 = -383957.532992
  nChanged 194
		SP:Iteration 6Q (63883.340000 sec): 3 clusters
  Score: Raw -386862.304144 + Penalty 2791.047360 = -384071.256784
  nChanged 145
		SP:Iteration 7Q (63883.500000 sec): 3 clusters
  Score: Raw -386933.447943 + Penalty 2791.047360 = -384142.400583
  nChanged 111
		SP:Iteration 8Q (63883.660000 sec): 3 clusters
  Score: Raw -386976.375321 + Penalty 2791.047360 = -384185.327961
  nChanged 78
		SP:Iteration 9Q (63883.840000 sec): 3 clusters
  Score: Raw -387003.577164 + Penalty 2791.047360 = -384212.529804
  nChanged 73
		SP:Iteration 10Q (63884.020000 sec): 3 clusters
  Score: Raw -387031.428003 + Penalty 2791.047360 = -384240.380643
  nChanged 69
		SP:Iteration 11Q (63884.230000 sec): 3 clusters
  Score: Raw -387056.657889 + Penalty 2791.047360 = -384265.610529
  nChanged 49
		SP:Iteration 12Q (63884.390000 sec): 3 clusters
  Score: Raw -387078.120265 + Penalty 2791.047360 = -384287.072905
  nChanged 66
		SP:Iteration 13Q (63884.610000 sec): 3 clusters
  Score: Raw -387101.872378 + Penalty 2791.047360 = -384310.825018
  nChanged 56
		SP:Iteration 14Q (63884.780000 sec): 3 clusters
  Score: Raw -387122.733556 + Penalty 2791.047360 = -384331.686196
  nChanged 45
		SP:Iteration 15Q (63884.970000 sec): 3 clusters
  Score: Raw -387136.580247 + Penalty 2791.047360 = -384345.532887
  nChanged 45
		SP:Iteration 16Q (63885.110000 sec): 3 clusters
  Score: Raw -387149.163977 + Penalty 2791.047360 = -384358.116617
  nChanged 35
		SP:Iteration 17Q (63885.280000 sec): 3 clusters
  Score: Raw -387157.813405 + Penalty 2791.047360 = -384366.766045
  nChanged 34
		SP:Iteration 18Q (63885.450000 sec): 3 clusters
  Score: Raw -387165.537642 + Penalty 2791.047360 = -384374.490282
  nChanged 25
		SP:Iteration 19Q (63885.620000 sec): 3 clusters
  Score: Raw -387171.619484 + Penalty 2791.047360 = -384380.572124
  nChanged 21
		SP:Iteration 20F (63885.800000 sec): 3 clusters
  Score: Raw -387175.972870 + Penalty 2791.047360 = -384384.925510
  nChanged 13
		SP:Iteration 21Q (63885.960000 sec): 3 clusters
  Score: Raw -387179.508632 + Penalty 2791.047360 = -384388.461272
  nChanged 12
		SP:Iteration 22Q (63886.140000 sec): 3 clusters
  Score: Raw -387182.145815 + Penalty 2791.047360 = -384391.098455
  nChanged 8
		SP:Iteration 23Q (63886.310000 sec): 3 clusters
  Score: Raw -387183.574763 + Penalty 2791.047360 = -384392.527403
  nChanged 12
		SP:Iteration 24Q (63886.480000 sec): 3 clusters
  Score: Raw -387185.610504 + Penalty 2791.047360 = -384394.563144
  nChanged 7
		SP:Iteration 25Q (63886.650000 sec): 3 clusters
  Score: Raw -387187.038498 + Penalty 2791.047360 = -384395.991138
  nChanged 4
		SP:Iteration 26Q (63886.870000 sec): 3 clusters
  Score: Raw -387187.956386 + Penalty 2791.047360 = -384396.909026
  nChanged 7
		SP:Iteration 27Q (63887.010000 sec): 3 clusters
  Score: Raw -387188.894126 + Penalty 2791.047360 = -384397.846765
  nChanged 1
		SP:Iteration 28Q (63887.110000 sec): 3 clusters
  Score: Raw -387189.239085 + Penalty 2791.047360 = -384398.191725
  nChanged 2
		SP:Iteration 29Q (63887.300000 sec): 3 clusters
  Score: Raw -387189.818354 + Penalty 2791.047360 = -384398.770994
  nChanged 2
		SP:Iteration 30Q (63887.520000 sec): 3 clusters
  Score: Raw -387190.245257 + Penalty 2791.047360 = -384399.197897
  nChanged 3
		SP:Iteration 31Q (63887.700000 sec): 3 clusters
  Score: Raw -387190.712563 + Penalty 2791.047360 = -384399.665203
  nChanged 2
		SP:Iteration 32Q (63887.880000 sec): 3 clusters
  Score: Raw -387191.410973 + Penalty 2791.047360 = -384400.363612
  nChanged 4
		SP:Iteration 33Q (63888.060000 sec): 3 clusters
  Score: Raw -387191.916243 + Penalty 2791.047360 = -384400.868883
  nChanged 1
		SP:Iteration 34Q (63888.240000 sec): 3 clusters
  Score: Raw -387192.116326 + Penalty 2791.047360 = -384401.068965
  nChanged 1
		SP:Iteration 35Q (63888.420000 sec): 3 clusters
  Score: Raw -387192.267783 + Penalty 2791.047360 = -384401.220423
  nChanged 2
		SP:Iteration 36Q (63888.600000 sec): 3 clusters
  Score: Raw -387193.080351 + Penalty 2791.047360 = -384402.032991
  nChanged 3
		SP:Iteration 37Q (63888.780000 sec): 3 clusters
  Score: Raw -387193.968363 + Penalty 2791.047360 = -384402.921002
  nChanged 4
		SP:Iteration 38Q (63888.920000 sec): 3 clusters
  Score: Raw -387194.356082 + Penalty 2791.047360 = -384403.308722
  nChanged 4
		SP:Iteration 39Q (63889.030000 sec): 3 clusters
  Score: Raw -387194.857861 + Penalty 2791.047360 = -384403.810500
  nChanged 6
		SP:Iteration 40F (63889.130000 sec): 3 clusters
  Score: Raw -387195.532937 + Penalty 2791.047360 = -384404.485577
  nChanged 5
		SP:Iteration 41Q (63889.320000 sec): 3 clusters
  Score: Raw -387196.247906 + Penalty 2791.047360 = -384405.200546
  nChanged 4
		SP:Iteration 42Q (63889.540000 sec): 3 clusters
  Score: Raw -387196.960029 + Penalty 2791.047360 = -384405.912669
  nChanged 3
		SP:Iteration 43Q (63889.680000 sec): 3 clusters
  Score: Raw -387197.699917 + Penalty 2791.047360 = -384406.652557
  nChanged 4
		SP:Iteration 44Q (63889.860000 sec): 3 clusters
  Score: Raw -387198.456708 + Penalty 2791.047360 = -384407.409348
  nChanged 8
		SP:Iteration 45Q (63890.030000 sec): 3 clusters
  Score: Raw -387199.985011 + Penalty 2791.047360 = -384408.937651
  nChanged 9
		SP:Iteration 46Q (63890.200000 sec): 3 clusters
  Score: Raw -387202.001617 + Penalty 2791.047360 = -384410.954257
  nChanged 9
		SP:Iteration 47Q (63890.370000 sec): 3 clusters
  Score: Raw -387204.532310 + Penalty 2791.047360 = -384413.484950
  nChanged 10
		SP:Iteration 48Q (63890.540000 sec): 3 clusters
  Score: Raw -387206.549653 + Penalty 2791.047360 = -384415.502293
  nChanged 4
		SP:Iteration 49Q (63890.750000 sec): 3 clusters
  Score: Raw -387207.381460 + Penalty 2791.047360 = -384416.334100
  nChanged 6
		SP:Iteration 50Q (63890.920000 sec): 3 clusters
  Score: Raw -387209.238847 + Penalty 2791.047360 = -384418.191487
  nChanged 9
		SP:Iteration 51Q (63891.110000 sec): 3 clusters
  Score: Raw -387211.166252 + Penalty 2791.047360 = -384420.118892
  nChanged 12
		SP:Iteration 52Q (63891.280000 sec): 3 clusters
  Score: Raw -387213.200537 + Penalty 2791.047360 = -384422.153177
  nChanged 7
		SP:Iteration 53Q (63891.460000 sec): 3 clusters
  Score: Raw -387214.710772 + Penalty 2791.047360 = -384423.663411
  nChanged 9
		SP:Iteration 54Q (63891.630000 sec): 3 clusters
  Score: Raw -387216.299742 + Penalty 2791.047360 = -384425.252382
  nChanged 9
		SP:Iteration 55Q (63891.800000 sec): 3 clusters
  Score: Raw -387217.492002 + Penalty 2791.047360 = -384426.444642
  nChanged 8
		SP:Iteration 56Q (63891.980000 sec): 3 clusters
  Score: Raw -387220.600691 + Penalty 2791.047360 = -384429.553331
  nChanged 23
		SP:Iteration 57Q (63892.150000 sec): 3 clusters
  Score: Raw -387227.331635 + Penalty 2791.047360 = -384436.284275
  nChanged 23
		SP:Iteration 58Q (63892.320000 sec): 3 clusters
  Score: Raw -387233.751967 + Penalty 2791.047360 = -384442.704607
  nChanged 20
		SP:Iteration 59Q (63892.490000 sec): 3 clusters
  Score: Raw -387237.580296 + Penalty 2791.047360 = -384446.532936
  nChanged 16
		SP:Iteration 60F (63892.660000 sec): 3 clusters
  Score: Raw -387241.537563 + Penalty 2791.047360 = -384450.490203
  nChanged 13
		SP:Iteration 61Q (63892.880000 sec): 3 clusters
  Score: Raw -387244.499568 + Penalty 2791.047360 = -384453.452208
  nChanged 10
		SP:Iteration 62Q (63893.050000 sec): 3 clusters
  Score: Raw -387246.685058 + Penalty 2791.047360 = -384455.637698
  nChanged 9
		SP:Iteration 63Q (63893.220000 sec): 3 clusters
  Score: Raw -387248.763250 + Penalty 2791.047360 = -384457.715890
  nChanged 13
		SP:Iteration 64Q (63893.400000 sec): 3 clusters
  Score: Raw -387252.232166 + Penalty 2791.047360 = -384461.184806
  nChanged 12
		SP:Iteration 65Q (63893.570000 sec): 3 clusters
  Score: Raw -387255.016180 + Penalty 2791.047360 = -384463.968820
  nChanged 10
		SP:Iteration 66Q (63893.740000 sec): 3 clusters
  Score: Raw -387257.444856 + Penalty 2791.047360 = -384466.397496
  nChanged 9
		SP:Iteration 67Q (63893.920000 sec): 3 clusters
  Score: Raw -387258.988668 + Penalty 2791.047360 = -384467.941308
  nChanged 9
		SP:Iteration 68Q (63894.090000 sec): 3 clusters
  Score: Raw -387260.509426 + Penalty 2791.047360 = -384469.462066
  nChanged 10
		SP:Iteration 69Q (63894.260000 sec): 3 clusters
  Score: Raw -387264.133813 + Penalty 2791.047360 = -384473.086453
  nChanged 16
		SP:Iteration 70Q (63894.430000 sec): 3 clusters
  Score: Raw -387268.203169 + Penalty 2791.047360 = -384477.155809
  nChanged 17
		SP:Iteration 71Q (63894.600000 sec): 3 clusters
  Score: Raw -387272.712105 + Penalty 2791.047360 = -384481.664745
  nChanged 16
		SP:Iteration 72Q (63894.780000 sec): 3 clusters
  Score: Raw -387275.916918 + Penalty 2791.047360 = -384484.869558
  nChanged 10
		SP:Iteration 73Q (63894.950000 sec): 3 clusters
  Score: Raw -387278.313766 + Penalty 2791.047360 = -384487.266406
  nChanged 10
		SP:Iteration 74Q (63895.120000 sec): 3 clusters
  Score: Raw -387280.625175 + Penalty 2791.047360 = -384489.577815
  nChanged 17
		SP:Iteration 75Q (63895.290000 sec): 3 clusters
  Score: Raw -387285.526495 + Penalty 2791.047360 = -384494.479135
  nChanged 19
		SP:Iteration 76Q (63895.470000 sec): 3 clusters
  Score: Raw -387290.353930 + Penalty 2791.047360 = -384499.306570
  nChanged 18
		SP:Iteration 77Q (63895.640000 sec): 3 clusters
  Score: Raw -387295.468514 + Penalty 2791.047360 = -384504.421154
  nChanged 15
		SP:Iteration 78Q (63895.810000 sec): 3 clusters
  Score: Raw -387300.207258 + Penalty 2791.047360 = -384509.159897
  nChanged 18
		SP:Iteration 79Q (63895.980000 sec): 3 clusters
  Score: Raw -387303.783061 + Penalty 2791.047360 = -384512.735701
  nChanged 10
		SP:Iteration 80F (63896.160000 sec): 3 clusters
  Score: Raw -387305.850944 + Penalty 2791.047360 = -384514.803584
  nChanged 9
		SP:Iteration 81Q (63896.330000 sec): 3 clusters
  Score: Raw -387307.977663 + Penalty 2791.047360 = -384516.930303
  nChanged 6
		SP:Iteration 82Q (63896.500000 sec): 3 clusters
  Score: Raw -387309.939891 + Penalty 2791.047360 = -384518.892531
  nChanged 5
		SP:Iteration 83Q (63896.680000 sec): 3 clusters
  Score: Raw -387311.358632 + Penalty 2791.047360 = -384520.311272
  nChanged 3
		SP:Iteration 84Q (63896.850000 sec): 3 clusters
  Score: Raw -387311.894190 + Penalty 2791.047360 = -384520.846830
  nChanged 3
		SP:Iteration 85Q (63897.020000 sec): 3 clusters
  Score: Raw -387312.587888 + Penalty 2791.047360 = -384521.540527
  nChanged 5
		SP:Iteration 86Q (63897.190000 sec): 3 clusters
  Score: Raw -387313.432824 + Penalty 2791.047360 = -384522.385464
  nChanged 1
		SP:Iteration 87Q (63897.360000 sec): 3 clusters
  Score: Raw -387313.511211 + Penalty 2791.047360 = -384522.463851
  nChanged 1
		SP:Iteration 88Q (63897.540000 sec): 3 clusters
  Score: Raw -387313.594939 + Penalty 2791.047360 = -384522.547579
  nChanged 0
		SP:Iteration 89F (63897.710000 sec): 3 clusters
  Score: Raw -387313.594939 + Penalty 2791.047360 = -384522.547579
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (4952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63897.830000 sec): 2 clusters
  Score: Raw -374688.028495 + Penalty 1382.476357 = -373305.552138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63898.000000 sec): 3 clusters
  Score: Raw -372212.930516 + Penalty 2764.952715 = -369447.977801
  nChanged 1980
		SP:Iteration 1F (63898.180000 sec): 3 clusters
  Score: Raw -373557.711654 + Penalty 2764.952715 = -370792.758940
  nChanged 438
		SP:Iteration 2F (63898.350000 sec): 3 clusters
  Score: Raw -373960.494075 + Penalty 2764.952715 = -371195.541360
  nChanged 349
		SP:Iteration 3F (63898.530000 sec): 3 clusters
  Score: Raw -374262.911581 + Penalty 2764.952715 = -371497.958867
  nChanged 295
		SP:Iteration 4F (63898.700000 sec): 3 clusters
  Score: Raw -374480.422507 + Penalty 2764.952715 = -371715.469792
  nChanged 227
		SP:Iteration 5Q (63898.910000 sec): 3 clusters
  Score: Raw -374624.624052 + Penalty 2764.952715 = -371859.671337
  nChanged 154
		SP:Iteration 6Q (63899.050000 sec): 3 clusters
  Score: Raw -374708.692256 + Penalty 2764.952715 = -371943.739541
  nChanged 134
		SP:Iteration 7Q (63899.230000 sec): 3 clusters
  Score: Raw -374764.025503 + Penalty 2764.952715 = -371999.072788
  nChanged 100
		SP:Iteration 8Q (63899.410000 sec): 3 clusters
  Score: Raw -374805.333940 + Penalty 2764.952715 = -372040.381225
  nChanged 80
		SP:Iteration 9Q (63899.580000 sec): 3 clusters
  Score: Raw -374835.953625 + Penalty 2764.952715 = -372071.000910
  nChanged 74
		SP:Iteration 10Q (63899.750000 sec): 3 clusters
  Score: Raw -374866.221313 + Penalty 2764.952715 = -372101.268599
  nChanged 87
		SP:Iteration 11Q (63899.930000 sec): 3 clusters
  Score: Raw -374903.192966 + Penalty 2764.952715 = -372138.240252
  nChanged 77
		SP:Iteration 12Q (63900.110000 sec): 3 clusters
  Score: Raw -374936.323991 + Penalty 2764.952715 = -372171.371276
  nChanged 79
		SP:Iteration 13Q (63900.280000 sec): 3 clusters
  Score: Raw -374977.609403 + Penalty 2764.952715 = -372212.656688
  nChanged 100
		SP:Iteration 14Q (63900.460000 sec): 3 clusters
  Score: Raw -375021.879502 + Penalty 2764.952715 = -372256.926788
  nChanged 84
		SP:Iteration 15Q (63900.630000 sec): 3 clusters
  Score: Raw -375057.565974 + Penalty 2764.952715 = -372292.613260
  nChanged 82
		SP:Iteration 16Q (63900.810000 sec): 3 clusters
  Score: Raw -375101.126153 + Penalty 2764.952715 = -372336.173438
  nChanged 85
		SP:Iteration 17Q (63900.980000 sec): 3 clusters
  Score: Raw -375142.594564 + Penalty 2764.952715 = -372377.641849
  nChanged 72
		SP:Iteration 18Q (63901.160000 sec): 3 clusters
  Score: Raw -375187.781106 + Penalty 2764.952715 = -372422.828392
  nChanged 77
		SP:Iteration 19Q (63901.330000 sec): 3 clusters
  Score: Raw -375239.044809 + Penalty 2764.952715 = -372474.092094
  nChanged 79
		SP:Iteration 20F (63901.510000 sec): 3 clusters
  Score: Raw -375286.029203 + Penalty 2764.952715 = -372521.076488
  nChanged 65
		SP:Iteration 21Q (63901.680000 sec): 3 clusters
  Score: Raw -375323.945693 + Penalty 2764.952715 = -372558.992979
  nChanged 55
		SP:Iteration 22Q (63901.870000 sec): 3 clusters
  Score: Raw -375365.212644 + Penalty 2764.952715 = -372600.259930
  nChanged 59
		SP:Iteration 23Q (63901.970000 sec): 3 clusters
  Score: Raw -375404.072244 + Penalty 2764.952715 = -372639.119530
  nChanged 42
		SP:Iteration 24Q (63902.060000 sec): 3 clusters
  Score: Raw -375428.078827 + Penalty 2764.952715 = -372663.126112
  nChanged 43
		SP:Iteration 25Q (63902.150000 sec): 3 clusters
  Score: Raw -375447.286313 + Penalty 2764.952715 = -372682.333598
  nChanged 29
		SP:Iteration 26Q (63902.250000 sec): 3 clusters
  Score: Raw -375459.151348 + Penalty 2764.952715 = -372694.198633
  nChanged 25
		SP:Iteration 27Q (63902.440000 sec): 3 clusters
  Score: Raw -375467.783219 + Penalty 2764.952715 = -372702.830505
  nChanged 21
		SP:Iteration 28Q (63902.610000 sec): 3 clusters
  Score: Raw -375473.975348 + Penalty 2764.952715 = -372709.022633
  nChanged 12
		SP:Iteration 29Q (63902.790000 sec): 3 clusters
  Score: Raw -375476.991076 + Penalty 2764.952715 = -372712.038361
  nChanged 8
		SP:Iteration 30Q (63902.960000 sec): 3 clusters
  Score: Raw -375478.884441 + Penalty 2764.952715 = -372713.931726
  nChanged 8
		SP:Iteration 31Q (63903.140000 sec): 3 clusters
  Score: Raw -375481.361094 + Penalty 2764.952715 = -372716.408380
  nChanged 9
		SP:Iteration 32Q (63903.360000 sec): 3 clusters
  Score: Raw -375484.760988 + Penalty 2764.952715 = -372719.808273
  nChanged 16
		SP:Iteration 33Q (63903.550000 sec): 3 clusters
  Score: Raw -375488.594047 + Penalty 2764.952715 = -372723.641332
  nChanged 11
		SP:Iteration 34Q (63903.720000 sec): 3 clusters
  Score: Raw -375491.469445 + Penalty 2764.952715 = -372726.516731
  nChanged 10
		SP:Iteration 35Q (63903.870000 sec): 3 clusters
  Score: Raw -375493.594307 + Penalty 2764.952715 = -372728.641592
  nChanged 4
		SP:Iteration 36Q (63904.040000 sec): 3 clusters
  Score: Raw -375494.215439 + Penalty 2764.952715 = -372729.262725
  nChanged 1
		SP:Iteration 37Q (63904.220000 sec): 3 clusters
  Score: Raw -375494.383855 + Penalty 2764.952715 = -372729.431141
  nChanged 0
		SP:Iteration 38F (63904.390000 sec): 3 clusters
  Score: Raw -375494.383855 + Penalty 2764.952715 = -372729.431141
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (3199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63904.490000 sec): 2 clusters
  Score: Raw -269297.268842 + Penalty 1311.471450 = -267985.797392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63904.660000 sec): 3 clusters
  Score: Raw -267780.710172 + Penalty 2622.942900 = -265157.767271
  nChanged 1194
		SP:Iteration 1F (63904.840000 sec): 3 clusters
  Score: Raw -268629.142669 + Penalty 2622.942900 = -266006.199769
  nChanged 301
		SP:Iteration 2F (63904.920000 sec): 3 clusters
  Score: Raw -268908.344314 + Penalty 2622.942900 = -266285.401414
  nChanged 217
		SP:Iteration 3F (63904.980000 sec): 3 clusters
  Score: Raw -269116.925149 + Penalty 2622.942900 = -266493.982249
  nChanged 194
		SP:Iteration 4F (63905.040000 sec): 3 clusters
  Score: Raw -269278.149682 + Penalty 2622.942900 = -266655.206782
  nChanged 170
		SP:Iteration 5F (63905.100000 sec): 3 clusters
  Score: Raw -269421.871074 + Penalty 2622.942900 = -266798.928173
  nChanged 144
		SP:Iteration 6Q (63905.160000 sec): 3 clusters
  Score: Raw -269529.781832 + Penalty 2622.942900 = -266906.838932
  nChanged 107
		SP:Iteration 7Q (63905.220000 sec): 3 clusters
  Score: Raw -269593.300497 + Penalty 2622.942900 = -266970.357596
  nChanged 81
		SP:Iteration 8Q (63905.290000 sec): 3 clusters
  Score: Raw -269646.287147 + Penalty 2622.942900 = -267023.344247
  nChanged 64
		SP:Iteration 9Q (63905.350000 sec): 3 clusters
  Score: Raw -269686.472338 + Penalty 2622.942900 = -267063.529438
  nChanged 63
		SP:Iteration 10Q (63905.420000 sec): 3 clusters
  Score: Raw -269716.263384 + Penalty 2622.942900 = -267093.320483
  nChanged 43
		SP:Iteration 11Q (63905.480000 sec): 3 clusters
  Score: Raw -269740.735390 + Penalty 2622.942900 = -267117.792490
  nChanged 42
		SP:Iteration 12Q (63905.540000 sec): 3 clusters
  Score: Raw -269763.106365 + Penalty 2622.942900 = -267140.163464
  nChanged 37
		SP:Iteration 13Q (63905.610000 sec): 3 clusters
  Score: Raw -269782.701028 + Penalty 2622.942900 = -267159.758127
  nChanged 33
		SP:Iteration 14Q (63905.680000 sec): 3 clusters
  Score: Raw -269795.915300 + Penalty 2622.942900 = -267172.972400
  nChanged 27
		SP:Iteration 15Q (63905.740000 sec): 3 clusters
  Score: Raw -269807.285836 + Penalty 2622.942900 = -267184.342936
  nChanged 29
		SP:Iteration 16Q (63905.800000 sec): 3 clusters
  Score: Raw -269816.720501 + Penalty 2622.942900 = -267193.777600
  nChanged 17
		SP:Iteration 17Q (63905.860000 sec): 3 clusters
  Score: Raw -269823.288487 + Penalty 2622.942900 = -267200.345586
  nChanged 14
		SP:Iteration 18Q (63905.920000 sec): 3 clusters
  Score: Raw -269827.033153 + Penalty 2622.942900 = -267204.090253
  nChanged 6
		SP:Iteration 19Q (63905.980000 sec): 3 clusters
  Score: Raw -269828.754195 + Penalty 2622.942900 = -267205.811295
  nChanged 5
		SP:Iteration 20F (63906.040000 sec): 3 clusters
  Score: Raw -269829.778745 + Penalty 2622.942900 = -267206.835845
  nChanged 5
		SP:Iteration 21Q (63906.110000 sec): 3 clusters
  Score: Raw -269831.142972 + Penalty 2622.942900 = -267208.200072
  nChanged 5
		SP:Iteration 22Q (63906.170000 sec): 3 clusters
  Score: Raw -269833.034672 + Penalty 2622.942900 = -267210.091771
  nChanged 5
		SP:Iteration 23Q (63906.230000 sec): 3 clusters
  Score: Raw -269835.061114 + Penalty 2622.942900 = -267212.118213
  nChanged 4
		SP:Iteration 24Q (63906.290000 sec): 3 clusters
  Score: Raw -269835.896936 + Penalty 2622.942900 = -267212.954036
  nChanged 2
		SP:Iteration 25Q (63906.350000 sec): 3 clusters
  Score: Raw -269836.422135 + Penalty 2622.942900 = -267213.479234
  nChanged 6
		SP:Iteration 26Q (63906.420000 sec): 3 clusters
  Score: Raw -269837.781568 + Penalty 2622.942900 = -267214.838667
  nChanged 4
		SP:Iteration 27Q (63906.480000 sec): 3 clusters
  Score: Raw -269839.147219 + Penalty 2622.942900 = -267216.204319
  nChanged 5
		SP:Iteration 28Q (63906.550000 sec): 3 clusters
  Score: Raw -269841.416323 + Penalty 2622.942900 = -267218.473422
  nChanged 3
		SP:Iteration 29Q (63906.620000 sec): 3 clusters
  Score: Raw -269843.342076 + Penalty 2622.942900 = -267220.399176
  nChanged 4
		SP:Iteration 30Q (63906.680000 sec): 3 clusters
  Score: Raw -269846.496226 + Penalty 2622.942900 = -267223.553326
  nChanged 9
		SP:Iteration 31Q (63906.740000 sec): 3 clusters
  Score: Raw -269849.317788 + Penalty 2622.942900 = -267226.374888
  nChanged 6
		SP:Iteration 32Q (63906.800000 sec): 3 clusters
  Score: Raw -269850.446240 + Penalty 2622.942900 = -267227.503340
  nChanged 3
		SP:Iteration 33Q (63906.870000 sec): 3 clusters
  Score: Raw -269850.890150 + Penalty 2622.942900 = -267227.947249
  nChanged 4
		SP:Iteration 34Q (63906.940000 sec): 3 clusters
  Score: Raw -269852.482967 + Penalty 2622.942900 = -267229.540067
  nChanged 5
		SP:Iteration 35Q (63907.000000 sec): 3 clusters
  Score: Raw -269854.591338 + Penalty 2622.942900 = -267231.648438
  nChanged 4
		SP:Iteration 36Q (63907.170000 sec): 3 clusters
  Score: Raw -269856.545888 + Penalty 2622.942900 = -267233.602988
  nChanged 4
		SP:Iteration 37Q (63907.340000 sec): 3 clusters
  Score: Raw -269858.528345 + Penalty 2622.942900 = -267235.585444
  nChanged 4
		SP:Iteration 38Q (63907.520000 sec): 3 clusters
  Score: Raw -269860.930991 + Penalty 2622.942900 = -267237.988090
  nChanged 10
		SP:Iteration 39Q (63907.700000 sec): 3 clusters
  Score: Raw -269865.076329 + Penalty 2622.942900 = -267242.133429
  nChanged 9
		SP:Iteration 40F (63907.870000 sec): 3 clusters
  Score: Raw -269868.445619 + Penalty 2622.942900 = -267245.502718
  nChanged 11
		SP:Iteration 41Q (63908.050000 sec): 3 clusters
  Score: Raw -269873.189992 + Penalty 2622.942900 = -267250.247092
  nChanged 12
		SP:Iteration 42Q (63908.220000 sec): 3 clusters
  Score: Raw -269880.550611 + Penalty 2622.942900 = -267257.607710
  nChanged 23
		SP:Iteration 43Q (63908.400000 sec): 3 clusters
  Score: Raw -269894.438122 + Penalty 2622.942900 = -267271.495221
  nChanged 22
		SP:Iteration 44Q (63908.580000 sec): 3 clusters
  Score: Raw -269905.950439 + Penalty 2622.942900 = -267283.007539
  nChanged 29
		SP:Iteration 45Q (63908.750000 sec): 3 clusters
  Score: Raw -269921.313701 + Penalty 2622.942900 = -267298.370800
  nChanged 27
		SP:Iteration 46Q (63908.920000 sec): 3 clusters
  Score: Raw -269935.668640 + Penalty 2622.942900 = -267312.725739
  nChanged 28
		SP:Iteration 47Q (63909.100000 sec): 3 clusters
  Score: Raw -269950.827254 + Penalty 2622.942900 = -267327.884353
  nChanged 23
		SP:Iteration 48Q (63909.280000 sec): 3 clusters
  Score: Raw -269960.198234 + Penalty 2622.942900 = -267337.255333
  nChanged 19
		SP:Iteration 49Q (63909.450000 sec): 3 clusters
  Score: Raw -269966.245037 + Penalty 2622.942900 = -267343.302137
  nChanged 5
		SP:Iteration 50Q (63909.630000 sec): 3 clusters
  Score: Raw -269967.190378 + Penalty 2622.942900 = -267344.247478
  nChanged 3
		SP:Iteration 51Q (63909.800000 sec): 3 clusters
  Score: Raw -269968.459997 + Penalty 2622.942900 = -267345.517096
  nChanged 3
		SP:Iteration 52Q (63909.980000 sec): 3 clusters
  Score: Raw -269969.052082 + Penalty 2622.942900 = -267346.109181
  nChanged 3
		SP:Iteration 53Q (63910.160000 sec): 3 clusters
  Score: Raw -269969.447001 + Penalty 2622.942900 = -267346.504100
  nChanged 1
		SP:Iteration 54Q (63910.330000 sec): 3 clusters
  Score: Raw -269969.553324 + Penalty 2622.942900 = -267346.610423
  nChanged 0
		SP:Iteration 55F (63910.510000 sec): 3 clusters
  Score: Raw -269969.553324 + Penalty 2622.942900 = -267346.610423
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63910.590000 sec): 2 clusters
  Score: Raw -135932.012977 + Penalty 1180.518654 = -134751.494323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63910.770000 sec): 3 clusters
  Score: Raw -135382.646198 + Penalty 2361.037308 = -133021.608890
  nChanged 472
		SP:Iteration 1F (63910.940000 sec): 3 clusters
  Score: Raw -135723.096712 + Penalty 2361.037308 = -133362.059404
  nChanged 116
		SP:Iteration 2F (63911.120000 sec): 3 clusters
  Score: Raw -135834.782380 + Penalty 2361.037308 = -133473.745072
  nChanged 79
		SP:Iteration 3F (63911.300000 sec): 3 clusters
  Score: Raw -135894.781675 + Penalty 2361.037308 = -133533.744367
  nChanged 42
		SP:Iteration 4Q (63911.470000 sec): 3 clusters
  Score: Raw -135932.103966 + Penalty 2361.037308 = -133571.066658
  nChanged 36
		SP:Iteration 5Q (63911.650000 sec): 3 clusters
  Score: Raw -135957.967502 + Penalty 2361.037308 = -133596.930194
  nChanged 25
		SP:Iteration 6Q (63911.820000 sec): 3 clusters
  Score: Raw -135978.230621 + Penalty 2361.037308 = -133617.193313
  nChanged 27
		SP:Iteration 7Q (63912.000000 sec): 3 clusters
  Score: Raw -136001.530538 + Penalty 2361.037308 = -133640.493230
  nChanged 32
		SP:Iteration 8Q (63912.180000 sec): 3 clusters
  Score: Raw -136020.784660 + Penalty 2361.037308 = -133659.747353
  nChanged 25
		SP:Iteration 9Q (63912.350000 sec): 3 clusters
  Score: Raw -136037.583069 + Penalty 2361.037308 = -133676.545761
  nChanged 17
		SP:Iteration 10Q (63912.530000 sec): 3 clusters
  Score: Raw -136051.124966 + Penalty 2361.037308 = -133690.087659
  nChanged 11
		SP:Iteration 11Q (63912.700000 sec): 3 clusters
  Score: Raw -136060.393513 + Penalty 2361.037308 = -133699.356205
  nChanged 12
		SP:Iteration 12Q (63912.880000 sec): 3 clusters
  Score: Raw -136069.549916 + Penalty 2361.037308 = -133708.512608
  nChanged 10
		SP:Iteration 13Q (63913.060000 sec): 3 clusters
  Score: Raw -136076.429115 + Penalty 2361.037308 = -133715.391807
  nChanged 11
		SP:Iteration 14Q (63913.230000 sec): 3 clusters
  Score: Raw -136082.074414 + Penalty 2361.037308 = -133721.037107
  nChanged 15
		SP:Iteration 15Q (63913.400000 sec): 3 clusters
  Score: Raw -136090.852621 + Penalty 2361.037308 = -133729.815313
  nChanged 19
		SP:Iteration 16Q (63913.580000 sec): 3 clusters
  Score: Raw -136101.131074 + Penalty 2361.037308 = -133740.093766
  nChanged 11
		SP:Iteration 17Q (63913.760000 sec): 3 clusters
  Score: Raw -136107.481589 + Penalty 2361.037308 = -133746.444282
  nChanged 12
		SP:Iteration 18Q (63913.930000 sec): 3 clusters
  Score: Raw -136113.935659 + Penalty 2361.037308 = -133752.898351
  nChanged 10
		SP:Iteration 19Q (63914.110000 sec): 3 clusters
  Score: Raw -136118.766976 + Penalty 2361.037308 = -133757.729669
  nChanged 9
		SP:Iteration 20F (63914.280000 sec): 3 clusters
  Score: Raw -136124.415065 + Penalty 2361.037308 = -133763.377757
  nChanged 10
		SP:Iteration 21Q (63914.460000 sec): 3 clusters
  Score: Raw -136130.090670 + Penalty 2361.037308 = -133769.053362
  nChanged 4
		SP:Iteration 22Q (63914.640000 sec): 3 clusters
  Score: Raw -136132.535216 + Penalty 2361.037308 = -133771.497909
  nChanged 10
		SP:Iteration 23Q (63914.810000 sec): 3 clusters
  Score: Raw -136138.315460 + Penalty 2361.037308 = -133777.278153
  nChanged 5
		SP:Iteration 24Q (63914.970000 sec): 3 clusters
  Score: Raw -136141.249903 + Penalty 2361.037308 = -133780.212595
  nChanged 4
		SP:Iteration 25Q (63915.140000 sec): 3 clusters
  Score: Raw -136143.838040 + Penalty 2361.037308 = -133782.800732
  nChanged 4
		SP:Iteration 26Q (63915.300000 sec): 3 clusters
  Score: Raw -136145.910670 + Penalty 2361.037308 = -133784.873362
  nChanged 4
		SP:Iteration 27Q (63915.460000 sec): 3 clusters
  Score: Raw -136147.664204 + Penalty 2361.037308 = -133786.626896
  nChanged 5
		SP:Iteration 28Q (63915.620000 sec): 3 clusters
  Score: Raw -136150.996305 + Penalty 2361.037308 = -133789.958997
  nChanged 4
		SP:Iteration 29Q (63915.790000 sec): 3 clusters
  Score: Raw -136152.815012 + Penalty 2361.037308 = -133791.777704
  nChanged 8
		SP:Iteration 30Q (63915.950000 sec): 3 clusters
  Score: Raw -136155.544844 + Penalty 2361.037308 = -133794.507536
  nChanged 2
		SP:Iteration 31Q (63916.120000 sec): 3 clusters
  Score: Raw -136156.261939 + Penalty 2361.037308 = -133795.224631
  nChanged 1
		SP:Iteration 32Q (63916.280000 sec): 3 clusters
  Score: Raw -136156.591389 + Penalty 2361.037308 = -133795.554081
  nChanged 2
		SP:Iteration 33Q (63916.440000 sec): 3 clusters
  Score: Raw -136157.134859 + Penalty 2361.037308 = -133796.097551
  nChanged 3
		SP:Iteration 34Q (63916.610000 sec): 3 clusters
  Score: Raw -136159.669905 + Penalty 2361.037308 = -133798.632597
  nChanged 7
		SP:Iteration 35Q (63916.770000 sec): 3 clusters
  Score: Raw -136164.750655 + Penalty 2361.037308 = -133803.713347
  nChanged 7
		SP:Iteration 36Q (63916.940000 sec): 3 clusters
  Score: Raw -136169.536934 + Penalty 2361.037308 = -133808.499626
  nChanged 8
		SP:Iteration 37Q (63917.100000 sec): 3 clusters
  Score: Raw -136175.125241 + Penalty 2361.037308 = -133814.087933
  nChanged 5
		SP:Iteration 38Q (63917.270000 sec): 3 clusters
  Score: Raw -136176.863055 + Penalty 2361.037308 = -133815.825748
  nChanged 3
		SP:Iteration 39Q (63917.430000 sec): 3 clusters
  Score: Raw -136178.547104 + Penalty 2361.037308 = -133817.509796
  nChanged 5
		SP:Iteration 40F (63917.600000 sec): 3 clusters
  Score: Raw -136184.976235 + Penalty 2361.037308 = -133823.938927
  nChanged 4
		SP:Iteration 41Q (63917.770000 sec): 3 clusters
  Score: Raw -136189.021757 + Penalty 2361.037308 = -133827.984450
  nChanged 4
		SP:Iteration 42Q (63917.950000 sec): 3 clusters
  Score: Raw -136191.615828 + Penalty 2361.037308 = -133830.578520
  nChanged 1
		SP:Iteration 43Q (63918.130000 sec): 3 clusters
  Score: Raw -136192.136280 + Penalty 2361.037308 = -133831.098972
  nChanged 2
		SP:Iteration 44Q (63918.300000 sec): 3 clusters
  Score: Raw -136193.358701 + Penalty 2361.037308 = -133832.321393
  nChanged 3
		SP:Iteration 45Q (63918.480000 sec): 3 clusters
  Score: Raw -136195.948903 + Penalty 2361.037308 = -133834.911595
  nChanged 4
		SP:Iteration 46Q (63918.650000 sec): 3 clusters
  Score: Raw -136199.150913 + Penalty 2361.037308 = -133838.113605
  nChanged 5
		SP:Iteration 47Q (63918.830000 sec): 3 clusters
  Score: Raw -136203.713118 + Penalty 2361.037308 = -133842.675810
  nChanged 3
		SP:Iteration 48Q (63919.010000 sec): 3 clusters
  Score: Raw -136208.594042 + Penalty 2361.037308 = -133847.556734
  nChanged 6
		SP:Iteration 49Q (63919.180000 sec): 3 clusters
  Score: Raw -136212.257067 + Penalty 2361.037308 = -133851.219759
  nChanged 1
		SP:Iteration 50Q (63919.360000 sec): 3 clusters
  Score: Raw -136212.410904 + Penalty 2361.037308 = -133851.373597
  nChanged 0
		SP:Iteration 51F (63919.530000 sec): 3 clusters
  Score: Raw -136212.410904 + Penalty 2361.037308 = -133851.373597
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (4318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63919.660000 sec): 2 clusters
  Score: Raw -339554.068442 + Penalty 1360.213987 = -338193.854455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63919.830000 sec): 3 clusters
  Score: Raw -337380.222552 + Penalty 2720.427974 = -334659.794578
  nChanged 1707
		SP:Iteration 1F (63920.050000 sec): 3 clusters
  Score: Raw -338427.737218 + Penalty 2720.427974 = -335707.309244
  nChanged 347
		SP:Iteration 2F (63920.210000 sec): 3 clusters
  Score: Raw -338681.820130 + Penalty 2720.427974 = -335961.392156
  nChanged 279
		SP:Iteration 3F (63920.390000 sec): 3 clusters
  Score: Raw -338882.757412 + Penalty 2720.427974 = -336162.329438
  nChanged 236
		SP:Iteration 4F (63920.560000 sec): 3 clusters
  Score: Raw -339068.857844 + Penalty 2720.427974 = -336348.429871
  nChanged 204
		SP:Iteration 5Q (63920.740000 sec): 3 clusters
  Score: Raw -339241.852366 + Penalty 2720.427974 = -336521.424392
  nChanged 209
		SP:Iteration 6Q (63920.920000 sec): 3 clusters
  Score: Raw -339397.306087 + Penalty 2720.427974 = -336676.878113
  nChanged 171
		SP:Iteration 7Q (63921.090000 sec): 3 clusters
  Score: Raw -339503.507093 + Penalty 2720.427974 = -336783.079120
  nChanged 118
		SP:Iteration 8Q (63921.270000 sec): 3 clusters
  Score: Raw -339576.631545 + Penalty 2720.427974 = -336856.203572
  nChanged 106
		SP:Iteration 9Q (63921.440000 sec): 3 clusters
  Score: Raw -339636.514774 + Penalty 2720.427974 = -336916.086800
  nChanged 87
		SP:Iteration 10Q (63921.620000 sec): 3 clusters
  Score: Raw -339685.190948 + Penalty 2720.427974 = -336964.762974
  nChanged 67
		SP:Iteration 11Q (63921.800000 sec): 3 clusters
  Score: Raw -339715.495596 + Penalty 2720.427974 = -336995.067623
  nChanged 58
		SP:Iteration 12Q (63921.970000 sec): 3 clusters
  Score: Raw -339744.605326 + Penalty 2720.427974 = -337024.177352
  nChanged 52
		SP:Iteration 13Q (63922.150000 sec): 3 clusters
  Score: Raw -339774.516628 + Penalty 2720.427974 = -337054.088654
  nChanged 54
		SP:Iteration 14Q (63922.320000 sec): 3 clusters
  Score: Raw -339807.818482 + Penalty 2720.427974 = -337087.390508
  nChanged 60
		SP:Iteration 15Q (63922.500000 sec): 3 clusters
  Score: Raw -339835.867889 + Penalty 2720.427974 = -337115.439915
  nChanged 59
		SP:Iteration 16Q (63922.680000 sec): 3 clusters
  Score: Raw -339863.134782 + Penalty 2720.427974 = -337142.706808
  nChanged 53
		SP:Iteration 17Q (63922.850000 sec): 3 clusters
  Score: Raw -339892.745840 + Penalty 2720.427974 = -337172.317867
  nChanged 60
		SP:Iteration 18Q (63923.070000 sec): 3 clusters
  Score: Raw -339921.189604 + Penalty 2720.427974 = -337200.761630
  nChanged 58
		SP:Iteration 19Q (63923.220000 sec): 3 clusters
  Score: Raw -339951.645411 + Penalty 2720.427974 = -337231.217438
  nChanged 54
		SP:Iteration 20F (63923.440000 sec): 3 clusters
  Score: Raw -339974.064858 + Penalty 2720.427974 = -337253.636884
  nChanged 41
		SP:Iteration 21Q (63923.580000 sec): 3 clusters
  Score: Raw -339994.015379 + Penalty 2720.427974 = -337273.587405
  nChanged 43
		SP:Iteration 22Q (63923.820000 sec): 3 clusters
  Score: Raw -340011.839679 + Penalty 2720.427974 = -337291.411705
  nChanged 28
		SP:Iteration 23Q (63923.960000 sec): 3 clusters
  Score: Raw -340023.534607 + Penalty 2720.427974 = -337303.106633
  nChanged 38
		SP:Iteration 24Q (63924.190000 sec): 3 clusters
  Score: Raw -340041.202574 + Penalty 2720.427974 = -337320.774601
  nChanged 34
		SP:Iteration 25Q (63924.350000 sec): 3 clusters
  Score: Raw -340060.067941 + Penalty 2720.427974 = -337339.639968
  nChanged 36
		SP:Iteration 26Q (63924.520000 sec): 3 clusters
  Score: Raw -340079.614132 + Penalty 2720.427974 = -337359.186159
  nChanged 39
		SP:Iteration 27Q (63924.690000 sec): 3 clusters
  Score: Raw -340097.342461 + Penalty 2720.427974 = -337376.914488
  nChanged 38
		SP:Iteration 28Q (63924.870000 sec): 3 clusters
  Score: Raw -340116.276562 + Penalty 2720.427974 = -337395.848588
  nChanged 39
		SP:Iteration 29Q (63925.050000 sec): 3 clusters
  Score: Raw -340135.439043 + Penalty 2720.427974 = -337415.011069
  nChanged 35
		SP:Iteration 30Q (63925.220000 sec): 3 clusters
  Score: Raw -340155.754311 + Penalty 2720.427974 = -337435.326337
  nChanged 35
		SP:Iteration 31Q (63925.400000 sec): 3 clusters
  Score: Raw -340172.980454 + Penalty 2720.427974 = -337452.552480
  nChanged 27
		SP:Iteration 32Q (63925.570000 sec): 3 clusters
  Score: Raw -340183.340274 + Penalty 2720.427974 = -337462.912300
  nChanged 14
		SP:Iteration 33Q (63925.750000 sec): 3 clusters
  Score: Raw -340190.429378 + Penalty 2720.427974 = -337470.001404
  nChanged 18
		SP:Iteration 34Q (63925.930000 sec): 3 clusters
  Score: Raw -340195.452465 + Penalty 2720.427974 = -337475.024492
  nChanged 15
		SP:Iteration 35Q (63926.100000 sec): 3 clusters
  Score: Raw -340199.648631 + Penalty 2720.427974 = -337479.220657
  nChanged 11
		SP:Iteration 36Q (63926.280000 sec): 3 clusters
  Score: Raw -340203.329848 + Penalty 2720.427974 = -337482.901874
  nChanged 9
		SP:Iteration 37Q (63926.360000 sec): 3 clusters
  Score: Raw -340206.030226 + Penalty 2720.427974 = -337485.602253
  nChanged 10
		SP:Iteration 38Q (63926.450000 sec): 3 clusters
  Score: Raw -340209.280663 + Penalty 2720.427974 = -337488.852689
  nChanged 9
		SP:Iteration 39Q (63926.530000 sec): 3 clusters
  Score: Raw -340213.411002 + Penalty 2720.427974 = -337492.983028
  nChanged 5
		SP:Iteration 40F (63926.610000 sec): 3 clusters
  Score: Raw -340216.479579 + Penalty 2720.427974 = -337496.051605
  nChanged 8
		SP:Iteration 41Q (63926.690000 sec): 3 clusters
  Score: Raw -340220.247653 + Penalty 2720.427974 = -337499.819680
  nChanged 7
		SP:Iteration 42Q (63926.770000 sec): 3 clusters
  Score: Raw -340223.232797 + Penalty 2720.427974 = -337502.804823
  nChanged 7
		SP:Iteration 43Q (63926.850000 sec): 3 clusters
  Score: Raw -340226.555926 + Penalty 2720.427974 = -337506.127953
  nChanged 9
		SP:Iteration 44Q (63926.970000 sec): 3 clusters
  Score: Raw -340229.472346 + Penalty 2720.427974 = -337509.044372
  nChanged 8
		SP:Iteration 45Q (63927.050000 sec): 3 clusters
  Score: Raw -340231.299346 + Penalty 2720.427974 = -337510.871372
  nChanged 4
		SP:Iteration 46Q (63927.130000 sec): 3 clusters
  Score: Raw -340232.711557 + Penalty 2720.427974 = -337512.283583
  nChanged 5
		SP:Iteration 47Q (63927.210000 sec): 3 clusters
  Score: Raw -340234.469043 + Penalty 2720.427974 = -337514.041070
  nChanged 7
		SP:Iteration 48Q (63927.290000 sec): 3 clusters
  Score: Raw -340237.192280 + Penalty 2720.427974 = -337516.764307
  nChanged 7
		SP:Iteration 49Q (63927.380000 sec): 3 clusters
  Score: Raw -340240.280217 + Penalty 2720.427974 = -337519.852244
  nChanged 12
		SP:Iteration 50Q (63927.460000 sec): 3 clusters
  Score: Raw -340245.292541 + Penalty 2720.427974 = -337524.864567
  nChanged 13
		SP:Iteration 51Q (63927.540000 sec): 3 clusters
  Score: Raw -340250.895990 + Penalty 2720.427974 = -337530.468016
  nChanged 14
		SP:Iteration 52Q (63927.620000 sec): 3 clusters
  Score: Raw -340258.718430 + Penalty 2720.427974 = -337538.290456
  nChanged 13
		SP:Iteration 53Q (63927.700000 sec): 3 clusters
  Score: Raw -340265.491988 + Penalty 2720.427974 = -337545.064015
  nChanged 13
		SP:Iteration 54Q (63927.780000 sec): 3 clusters
  Score: Raw -340270.670488 + Penalty 2720.427974 = -337550.242514
  nChanged 8
		SP:Iteration 55Q (63927.850000 sec): 3 clusters
  Score: Raw -340274.306726 + Penalty 2720.427974 = -337553.878752
  nChanged 6
		SP:Iteration 56Q (63927.930000 sec): 3 clusters
  Score: Raw -340278.525623 + Penalty 2720.427974 = -337558.097650
  nChanged 8
		SP:Iteration 57Q (63928.000000 sec): 3 clusters
  Score: Raw -340282.069056 + Penalty 2720.427974 = -337561.641083
  nChanged 8
		SP:Iteration 58Q (63928.080000 sec): 3 clusters
  Score: Raw -340285.428727 + Penalty 2720.427974 = -337565.000753
  nChanged 6
		SP:Iteration 59Q (63928.160000 sec): 3 clusters
  Score: Raw -340289.360418 + Penalty 2720.427974 = -337568.932444
  nChanged 3
		SP:Iteration 60F (63928.240000 sec): 3 clusters
  Score: Raw -340290.819123 + Penalty 2720.427974 = -337570.391149
  nChanged 3
		SP:Iteration 61Q (63928.310000 sec): 3 clusters
  Score: Raw -340292.562717 + Penalty 2720.427974 = -337572.134744
  nChanged 7
		SP:Iteration 62Q (63928.390000 sec): 3 clusters
  Score: Raw -340297.595038 + Penalty 2720.427974 = -337577.167064
  nChanged 2
		SP:Iteration 63Q (63928.460000 sec): 3 clusters
  Score: Raw -340298.236648 + Penalty 2720.427974 = -337577.808674
  nChanged 0
		SP:Iteration 64F (63928.540000 sec): 3 clusters
  Score: Raw -340298.236648 + Penalty 2720.427974 = -337577.808674
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (7644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63928.640000 sec): 2 clusters
  Score: Raw -617981.261152 + Penalty 1453.022400 = -616528.238753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63928.860000 sec): 3 clusters
  Score: Raw -613848.355917 + Penalty 2906.044799 = -610942.311118
  nChanged 3210
		SP:Iteration 1F (63929.060000 sec): 3 clusters
  Score: Raw -615802.410151 + Penalty 2906.044799 = -612896.365352
  nChanged 619
		SP:Iteration 2F (63929.250000 sec): 3 clusters
  Score: Raw -616253.525925 + Penalty 2906.044799 = -613347.481126
  nChanged 559
		SP:Iteration 3F (63929.450000 sec): 3 clusters
  Score: Raw -616680.075717 + Penalty 2906.044799 = -613774.030918
  nChanged 475
		SP:Iteration 4F (63929.650000 sec): 3 clusters
  Score: Raw -617057.212702 + Penalty 2906.044799 = -614151.167902
  nChanged 443
		SP:Iteration 5F (63929.850000 sec): 3 clusters
  Score: Raw -617406.767930 + Penalty 2906.044799 = -614500.723131
  nChanged 399
		SP:Iteration 6F (63930.050000 sec): 3 clusters
  Score: Raw -617710.376492 + Penalty 2906.044799 = -614804.331693
  nChanged 350
		SP:Iteration 7Q (63930.250000 sec): 3 clusters
  Score: Raw -617966.965719 + Penalty 2906.044799 = -615060.920920
  nChanged 301
		SP:Iteration 8Q (63930.450000 sec): 3 clusters
  Score: Raw -618155.593810 + Penalty 2906.044799 = -615249.549011
  nChanged 238
		SP:Iteration 9Q (63930.640000 sec): 3 clusters
  Score: Raw -618296.138716 + Penalty 2906.044799 = -615390.093917
  nChanged 204
		SP:Iteration 10Q (63930.850000 sec): 3 clusters
  Score: Raw -618402.800851 + Penalty 2906.044799 = -615496.756052
  nChanged 176
		SP:Iteration 11Q (63931.040000 sec): 3 clusters
  Score: Raw -618492.698177 + Penalty 2906.044799 = -615586.653378
  nChanged 146
		SP:Iteration 12Q (63931.240000 sec): 3 clusters
  Score: Raw -618553.219664 + Penalty 2906.044799 = -615647.174865
  nChanged 106
		SP:Iteration 13Q (63931.440000 sec): 3 clusters
  Score: Raw -618592.389220 + Penalty 2906.044799 = -615686.344421
  nChanged 91
		SP:Iteration 14Q (63931.640000 sec): 3 clusters
  Score: Raw -618624.461040 + Penalty 2906.044799 = -615718.416241
  nChanged 79
		SP:Iteration 15Q (63931.840000 sec): 3 clusters
  Score: Raw -618648.982490 + Penalty 2906.044799 = -615742.937691
  nChanged 63
		SP:Iteration 16Q (63932.040000 sec): 3 clusters
  Score: Raw -618668.765226 + Penalty 2906.044799 = -615762.720427
  nChanged 57
		SP:Iteration 17Q (63932.220000 sec): 3 clusters
  Score: Raw -618687.064565 + Penalty 2906.044799 = -615781.019766
  nChanged 51
		SP:Iteration 18Q (63932.400000 sec): 3 clusters
  Score: Raw -618705.581615 + Penalty 2906.044799 = -615799.536816
  nChanged 45
		SP:Iteration 19Q (63932.590000 sec): 3 clusters
  Score: Raw -618724.033210 + Penalty 2906.044799 = -615817.988411
  nChanged 46
		SP:Iteration 20F (63932.770000 sec): 3 clusters
  Score: Raw -618753.447297 + Penalty 2906.044799 = -615847.402498
  nChanged 64
		SP:Iteration 21Q (63932.960000 sec): 3 clusters
  Score: Raw -618799.285342 + Penalty 2906.044799 = -615893.240543
  nChanged 70
		SP:Iteration 22Q (63933.140000 sec): 3 clusters
  Score: Raw -618849.119756 + Penalty 2906.044799 = -615943.074957
  nChanged 87
		SP:Iteration 23Q (63933.320000 sec): 3 clusters
  Score: Raw -618904.801476 + Penalty 2906.044799 = -615998.756677
  nChanged 77
		SP:Iteration 24Q (63933.500000 sec): 3 clusters
  Score: Raw -618946.961660 + Penalty 2906.044799 = -616040.916861
  nChanged 69
		SP:Iteration 25Q (63933.680000 sec): 3 clusters
  Score: Raw -618983.342013 + Penalty 2906.044799 = -616077.297214
  nChanged 65
		SP:Iteration 26Q (63933.870000 sec): 3 clusters
  Score: Raw -619009.891020 + Penalty 2906.044799 = -616103.846221
  nChanged 53
		SP:Iteration 27Q (63934.050000 sec): 3 clusters
  Score: Raw -619023.577296 + Penalty 2906.044799 = -616117.532497
  nChanged 35
		SP:Iteration 28Q (63934.240000 sec): 3 clusters
  Score: Raw -619032.260304 + Penalty 2906.044799 = -616126.215505
  nChanged 27
		SP:Iteration 29Q (63934.420000 sec): 3 clusters
  Score: Raw -619038.646070 + Penalty 2906.044799 = -616132.601270
  nChanged 20
		SP:Iteration 30Q (63934.620000 sec): 3 clusters
  Score: Raw -619043.266630 + Penalty 2906.044799 = -616137.221831
  nChanged 15
		SP:Iteration 31Q (63934.810000 sec): 3 clusters
  Score: Raw -619046.415200 + Penalty 2906.044799 = -616140.370401
  nChanged 9
		SP:Iteration 32Q (63935.010000 sec): 3 clusters
  Score: Raw -619047.818906 + Penalty 2906.044799 = -616141.774107
  nChanged 11
		SP:Iteration 33Q (63935.210000 sec): 3 clusters
  Score: Raw -619050.225560 + Penalty 2906.044799 = -616144.180761
  nChanged 12
		SP:Iteration 34Q (63935.410000 sec): 3 clusters
  Score: Raw -619052.470778 + Penalty 2906.044799 = -616146.425979
  nChanged 8
		SP:Iteration 35Q (63935.600000 sec): 3 clusters
  Score: Raw -619053.936411 + Penalty 2906.044799 = -616147.891612
  nChanged 9
		SP:Iteration 36Q (63935.800000 sec): 3 clusters
  Score: Raw -619055.509320 + Penalty 2906.044799 = -616149.464520
  nChanged 11
		SP:Iteration 37Q (63936.000000 sec): 3 clusters
  Score: Raw -619057.299969 + Penalty 2906.044799 = -616151.255169
  nChanged 9
		SP:Iteration 38Q (63936.200000 sec): 3 clusters
  Score: Raw -619058.506318 + Penalty 2906.044799 = -616152.461519
  nChanged 5
		SP:Iteration 39Q (63936.400000 sec): 3 clusters
  Score: Raw -619059.087932 + Penalty 2906.044799 = -616153.043133
  nChanged 2
		SP:Iteration 40F (63936.600000 sec): 3 clusters
  Score: Raw -619059.483920 + Penalty 2906.044799 = -616153.439121
  nChanged 2
		SP:Iteration 41Q (63936.800000 sec): 3 clusters
  Score: Raw -619060.022193 + Penalty 2906.044799 = -616153.977393
  nChanged 2
		SP:Iteration 42Q (63937.020000 sec): 3 clusters
  Score: Raw -619060.387695 + Penalty 2906.044799 = -616154.342896
  nChanged 2
		SP:Iteration 43Q (63937.200000 sec): 3 clusters
  Score: Raw -619060.567217 + Penalty 2906.044799 = -616154.522418
  nChanged 1
		SP:Iteration 44Q (63937.400000 sec): 3 clusters
  Score: Raw -619060.648307 + Penalty 2906.044799 = -616154.603508
  nChanged 0
		SP:Iteration 45F (63937.540000 sec): 3 clusters
  Score: Raw -619060.648307 + Penalty 2906.044799 = -616154.603508
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (11944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63937.690000 sec): 2 clusters
  Score: Raw -1028386.434307 + Penalty 1525.547455 = -1026860.886851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63937.990000 sec): 3 clusters
  Score: Raw -1021393.097021 + Penalty 3051.094910 = -1018342.002110
  nChanged 5250
		SP:Iteration 1F (63938.200000 sec): 3 clusters
  Score: Raw -1024493.685770 + Penalty 3051.094910 = -1021442.590859
  nChanged 991
		SP:Iteration 2F (63938.460000 sec): 3 clusters
  Score: Raw -1025202.502530 + Penalty 3051.094910 = -1022151.407619
  nChanged 955
		SP:Iteration 3F (63938.750000 sec): 3 clusters
  Score: Raw -1025977.700702 + Penalty 3051.094910 = -1022926.605792
  nChanged 877
		SP:Iteration 4F (63938.930000 sec): 3 clusters
  Score: Raw -1026698.198265 + Penalty 3051.094910 = -1023647.103355
  nChanged 821
		SP:Iteration 5F (63939.130000 sec): 3 clusters
  Score: Raw -1027363.607470 + Penalty 3051.094910 = -1024312.512560
  nChanged 760
		SP:Iteration 6F (63939.430000 sec): 3 clusters
  Score: Raw -1027960.095634 + Penalty 3051.094910 = -1024909.000723
  nChanged 656
		SP:Iteration 7F (63939.640000 sec): 3 clusters
  Score: Raw -1028360.862922 + Penalty 3051.094910 = -1025309.768011
  nChanged 467
		SP:Iteration 8Q (63939.900000 sec): 3 clusters
  Score: Raw -1028633.669885 + Penalty 3051.094910 = -1025582.574975
  nChanged 372
		SP:Iteration 9Q (63940.200000 sec): 3 clusters
  Score: Raw -1028827.075180 + Penalty 3051.094910 = -1025775.980270
  nChanged 315
		SP:Iteration 10Q (63940.370000 sec): 3 clusters
  Score: Raw -1028961.803592 + Penalty 3051.094910 = -1025910.708682
  nChanged 255
		SP:Iteration 11Q (63940.620000 sec): 3 clusters
  Score: Raw -1029052.026109 + Penalty 3051.094910 = -1026000.931198
  nChanged 195
		SP:Iteration 12Q (63940.880000 sec): 3 clusters
  Score: Raw -1029106.708877 + Penalty 3051.094910 = -1026055.613967
  nChanged 148
		SP:Iteration 13Q (63941.040000 sec): 3 clusters
  Score: Raw -1029139.766025 + Penalty 3051.094910 = -1026088.671115
  nChanged 98
		SP:Iteration 14Q (63941.310000 sec): 3 clusters
  Score: Raw -1029156.080607 + Penalty 3051.094910 = -1026104.985696
  nChanged 72
		SP:Iteration 15Q (63941.560000 sec): 3 clusters
  Score: Raw -1029171.545768 + Penalty 3051.094910 = -1026120.450858
  nChanged 83
		SP:Iteration 16Q (63941.810000 sec): 3 clusters
  Score: Raw -1029188.866805 + Penalty 3051.094910 = -1026137.771894
  nChanged 87
		SP:Iteration 17Q (63942.060000 sec): 3 clusters
  Score: Raw -1029207.772259 + Penalty 3051.094910 = -1026156.677349
  nChanged 72
		SP:Iteration 18Q (63942.310000 sec): 3 clusters
  Score: Raw -1029220.280927 + Penalty 3051.094910 = -1026169.186016
  nChanged 57
		SP:Iteration 19Q (63942.560000 sec): 3 clusters
  Score: Raw -1029229.419135 + Penalty 3051.094910 = -1026178.324224
  nChanged 43
		SP:Iteration 20F (63942.810000 sec): 3 clusters
  Score: Raw -1029236.222203 + Penalty 3051.094910 = -1026185.127292
  nChanged 41
		SP:Iteration 21Q (63943.060000 sec): 3 clusters
  Score: Raw -1029243.640885 + Penalty 3051.094910 = -1026192.545975
  nChanged 35
		SP:Iteration 22Q (63943.280000 sec): 3 clusters
  Score: Raw -1029247.477618 + Penalty 3051.094910 = -1026196.382708
  nChanged 23
		SP:Iteration 23Q (63943.530000 sec): 3 clusters
  Score: Raw -1029250.413212 + Penalty 3051.094910 = -1026199.318302
  nChanged 20
		SP:Iteration 24Q (63943.780000 sec): 3 clusters
  Score: Raw -1029252.819742 + Penalty 3051.094910 = -1026201.724831
  nChanged 19
		SP:Iteration 25Q (63944.000000 sec): 3 clusters
  Score: Raw -1029254.991126 + Penalty 3051.094910 = -1026203.896215
  nChanged 12
		SP:Iteration 26Q (63944.290000 sec): 3 clusters
  Score: Raw -1029256.295049 + Penalty 3051.094910 = -1026205.200139
  nChanged 12
		SP:Iteration 27Q (63944.500000 sec): 3 clusters
  Score: Raw -1029257.488676 + Penalty 3051.094910 = -1026206.393766
  nChanged 11
		SP:Iteration 28Q (63944.750000 sec): 3 clusters
  Score: Raw -1029258.674043 + Penalty 3051.094910 = -1026207.579133
  nChanged 11
		SP:Iteration 29Q (63944.980000 sec): 3 clusters
  Score: Raw -1029259.957551 + Penalty 3051.094910 = -1026208.862640
  nChanged 12
		SP:Iteration 30Q (63945.270000 sec): 3 clusters
  Score: Raw -1029261.282280 + Penalty 3051.094910 = -1026210.187369
  nChanged 10
		SP:Iteration 31Q (63945.450000 sec): 3 clusters
  Score: Raw -1029261.942008 + Penalty 3051.094910 = -1026210.847098
  nChanged 8
		SP:Iteration 32Q (63945.700000 sec): 3 clusters
  Score: Raw -1029262.687661 + Penalty 3051.094910 = -1026211.592751
  nChanged 9
		SP:Iteration 33Q (63945.950000 sec): 3 clusters
  Score: Raw -1029263.374160 + Penalty 3051.094910 = -1026212.279250
  nChanged 8
		SP:Iteration 34Q (63946.200000 sec): 3 clusters
  Score: Raw -1029263.932522 + Penalty 3051.094910 = -1026212.837612
  nChanged 5
		SP:Iteration 35Q (63946.450000 sec): 3 clusters
  Score: Raw -1029264.550262 + Penalty 3051.094910 = -1026213.455352
  nChanged 5
		SP:Iteration 36Q (63946.700000 sec): 3 clusters
  Score: Raw -1029265.046959 + Penalty 3051.094910 = -1026213.952049
  nChanged 4
		SP:Iteration 37Q (63946.950000 sec): 3 clusters
  Score: Raw -1029265.199445 + Penalty 3051.094910 = -1026214.104535
  nChanged 5
		SP:Iteration 38Q (63947.210000 sec): 3 clusters
  Score: Raw -1029265.545528 + Penalty 3051.094910 = -1026214.450618
  nChanged 4
		SP:Iteration 39Q (63947.450000 sec): 3 clusters
  Score: Raw -1029265.826828 + Penalty 3051.094910 = -1026214.731918
  nChanged 2
		SP:Iteration 40F (63947.710000 sec): 3 clusters
  Score: Raw -1029266.081037 + Penalty 3051.094910 = -1026214.986126
  nChanged 5
		SP:Iteration 41Q (63947.960000 sec): 3 clusters
  Score: Raw -1029266.576259 + Penalty 3051.094910 = -1026215.481348
  nChanged 2
		SP:Iteration 42Q (63948.210000 sec): 3 clusters
  Score: Raw -1029266.714774 + Penalty 3051.094910 = -1026215.619864
  nChanged 1
		SP:Iteration 43Q (63948.460000 sec): 3 clusters
  Score: Raw -1029266.854561 + Penalty 3051.094910 = -1026215.759651
  nChanged 0
		SP:Iteration 44F (63948.750000 sec): 3 clusters
  Score: Raw -1029266.854561 + Penalty 3051.094910 = -1026215.759651
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (5101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63948.800000 sec): 2 clusters
  Score: Raw -488963.114142 + Penalty 1387.293680 = -487575.820461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63948.970000 sec): 3 clusters
  Score: Raw -486222.795919 + Penalty 2774.587360 = -483448.208559
  nChanged 2083
		SP:Iteration 1F (63949.150000 sec): 3 clusters
  Score: Raw -487395.027338 + Penalty 2774.587360 = -484620.439977
  nChanged 390
		SP:Iteration 2F (63949.320000 sec): 3 clusters
  Score: Raw -487620.702922 + Penalty 2774.587360 = -484846.115562
  nChanged 286
		SP:Iteration 3F (63949.530000 sec): 3 clusters
  Score: Raw -487779.452306 + Penalty 2774.587360 = -485004.864945
  nChanged 231
		SP:Iteration 4Q (63949.720000 sec): 3 clusters
  Score: Raw -487904.647323 + Penalty 2774.587360 = -485130.059963
  nChanged 191
		SP:Iteration 5Q (63949.890000 sec): 3 clusters
  Score: Raw -487999.660738 + Penalty 2774.587360 = -485225.073377
  nChanged 175
		SP:Iteration 6Q (63950.070000 sec): 3 clusters
  Score: Raw -488082.742988 + Penalty 2774.587360 = -485308.155628
  nChanged 146
		SP:Iteration 7Q (63950.240000 sec): 3 clusters
  Score: Raw -488148.308172 + Penalty 2774.587360 = -485373.720812
  nChanged 154
		SP:Iteration 8Q (63950.420000 sec): 3 clusters
  Score: Raw -488222.473013 + Penalty 2774.587360 = -485447.885653
  nChanged 144
		SP:Iteration 9Q (63950.590000 sec): 3 clusters
  Score: Raw -488298.623251 + Penalty 2774.587360 = -485524.035891
  nChanged 162
		SP:Iteration 10Q (63950.770000 sec): 3 clusters
  Score: Raw -488382.534006 + Penalty 2774.587360 = -485607.946645
  nChanged 143
		SP:Iteration 11Q (63950.940000 sec): 3 clusters
  Score: Raw -488451.595246 + Penalty 2774.587360 = -485677.007886
  nChanged 136
		SP:Iteration 12Q (63951.120000 sec): 3 clusters
  Score: Raw -488512.273775 + Penalty 2774.587360 = -485737.686415
  nChanged 130
		SP:Iteration 13Q (63951.290000 sec): 3 clusters
  Score: Raw -488582.480295 + Penalty 2774.587360 = -485807.892935
  nChanged 117
		SP:Iteration 14Q (63951.470000 sec): 3 clusters
  Score: Raw -488645.583543 + Penalty 2774.587360 = -485870.996183
  nChanged 104
		SP:Iteration 15Q (63951.690000 sec): 3 clusters
  Score: Raw -488700.774044 + Penalty 2774.587360 = -485926.186683
  nChanged 98
		SP:Iteration 16Q (63951.860000 sec): 3 clusters
  Score: Raw -488751.892225 + Penalty 2774.587360 = -485977.304865
  nChanged 87
		SP:Iteration 17Q (63952.040000 sec): 3 clusters
  Score: Raw -488797.351983 + Penalty 2774.587360 = -486022.764622
  nChanged 77
		SP:Iteration 18Q (63952.210000 sec): 3 clusters
  Score: Raw -488834.175591 + Penalty 2774.587360 = -486059.588231
  nChanged 63
		SP:Iteration 19Q (63952.390000 sec): 3 clusters
  Score: Raw -488870.578766 + Penalty 2774.587360 = -486095.991406
  nChanged 54
		SP:Iteration 20F (63952.560000 sec): 3 clusters
  Score: Raw -488905.401809 + Penalty 2774.587360 = -486130.814449
  nChanged 55
		SP:Iteration 21Q (63952.740000 sec): 3 clusters
  Score: Raw -488935.381491 + Penalty 2774.587360 = -486160.794130
  nChanged 42
		SP:Iteration 22Q (63952.910000 sec): 3 clusters
  Score: Raw -488959.499071 + Penalty 2774.587360 = -486184.911710
  nChanged 45
		SP:Iteration 23Q (63953.090000 sec): 3 clusters
  Score: Raw -488983.854795 + Penalty 2774.587360 = -486209.267435
  nChanged 31
		SP:Iteration 24Q (63953.260000 sec): 3 clusters
  Score: Raw -489002.685509 + Penalty 2774.587360 = -486228.098149
  nChanged 23
		SP:Iteration 25Q (63953.440000 sec): 3 clusters
  Score: Raw -489013.734440 + Penalty 2774.587360 = -486239.147080
  nChanged 14
		SP:Iteration 26Q (63953.610000 sec): 3 clusters
  Score: Raw -489022.873803 + Penalty 2774.587360 = -486248.286442
  nChanged 17
		SP:Iteration 27Q (63953.790000 sec): 3 clusters
  Score: Raw -489034.373553 + Penalty 2774.587360 = -486259.786193
  nChanged 20
		SP:Iteration 28Q (63953.970000 sec): 3 clusters
  Score: Raw -489047.666024 + Penalty 2774.587360 = -486273.078664
  nChanged 15
		SP:Iteration 29Q (63954.140000 sec): 3 clusters
  Score: Raw -489055.945157 + Penalty 2774.587360 = -486281.357796
  nChanged 14
		SP:Iteration 30Q (63954.310000 sec): 3 clusters
  Score: Raw -489064.430748 + Penalty 2774.587360 = -486289.843388
  nChanged 13
		SP:Iteration 31Q (63954.490000 sec): 3 clusters
  Score: Raw -489072.774620 + Penalty 2774.587360 = -486298.187260
  nChanged 12
		SP:Iteration 32Q (63954.660000 sec): 3 clusters
  Score: Raw -489081.157806 + Penalty 2774.587360 = -486306.570445
  nChanged 8
		SP:Iteration 33Q (63954.840000 sec): 3 clusters
  Score: Raw -489085.630220 + Penalty 2774.587360 = -486311.042859
  nChanged 13
		SP:Iteration 34Q (63955.010000 sec): 3 clusters
  Score: Raw -489093.169071 + Penalty 2774.587360 = -486318.581710
  nChanged 10
		SP:Iteration 35Q (63955.190000 sec): 3 clusters
  Score: Raw -489100.324175 + Penalty 2774.587360 = -486325.736815
  nChanged 14
		SP:Iteration 36Q (63955.360000 sec): 3 clusters
  Score: Raw -489109.711691 + Penalty 2774.587360 = -486335.124330
  nChanged 11
		SP:Iteration 37Q (63955.540000 sec): 3 clusters
  Score: Raw -489118.445059 + Penalty 2774.587360 = -486343.857698
  nChanged 11
		SP:Iteration 38Q (63955.710000 sec): 3 clusters
  Score: Raw -489128.741919 + Penalty 2774.587360 = -486354.154559
  nChanged 10
		SP:Iteration 39Q (63955.890000 sec): 3 clusters
  Score: Raw -489136.918854 + Penalty 2774.587360 = -486362.331493
  nChanged 9
		SP:Iteration 40F (63956.060000 sec): 3 clusters
  Score: Raw -489140.976625 + Penalty 2774.587360 = -486366.389265
  nChanged 5
		SP:Iteration 41Q (63956.240000 sec): 3 clusters
  Score: Raw -489144.012310 + Penalty 2774.587360 = -486369.424949
  nChanged 4
		SP:Iteration 42Q (63956.410000 sec): 3 clusters
  Score: Raw -489145.565638 + Penalty 2774.587360 = -486370.978278
  nChanged 3
		SP:Iteration 43Q (63956.580000 sec): 3 clusters
  Score: Raw -489147.574824 + Penalty 2774.587360 = -486372.987464
  nChanged 6
		SP:Iteration 44Q (63956.760000 sec): 3 clusters
  Score: Raw -489150.397288 + Penalty 2774.587360 = -486375.809927
  nChanged 3
		SP:Iteration 45Q (63956.930000 sec): 3 clusters
  Score: Raw -489151.834293 + Penalty 2774.587360 = -486377.246933
  nChanged 0
		SP:Iteration 46F (63957.110000 sec): 3 clusters
  Score: Raw -489151.834293 + Penalty 2774.587360 = -486377.246933
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (8634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63957.210000 sec): 2 clusters
  Score: Raw -818278.508025 + Penalty 1472.812766 = -816805.695259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63957.430000 sec): 3 clusters
  Score: Raw -813429.981839 + Penalty 2945.625532 = -810484.356307
  nChanged 3747
		SP:Iteration 1F (63957.620000 sec): 3 clusters
  Score: Raw -815489.581349 + Penalty 2945.625532 = -812543.955817
  nChanged 584
		SP:Iteration 2F (63957.820000 sec): 3 clusters
  Score: Raw -815815.653998 + Penalty 2945.625532 = -812870.028466
  nChanged 535
		SP:Iteration 3F (63958.010000 sec): 3 clusters
  Score: Raw -816105.842164 + Penalty 2945.625532 = -813160.216632
  nChanged 477
		SP:Iteration 4F (63958.210000 sec): 3 clusters
  Score: Raw -816338.282491 + Penalty 2945.625532 = -813392.656959
  nChanged 434
		SP:Iteration 5F (63958.390000 sec): 3 clusters
  Score: Raw -816546.315866 + Penalty 2945.625532 = -813600.690334
  nChanged 356
		SP:Iteration 6Q (63958.590000 sec): 3 clusters
  Score: Raw -816709.054577 + Penalty 2945.625532 = -813763.429044
  nChanged 300
		SP:Iteration 7Q (63958.780000 sec): 3 clusters
  Score: Raw -816831.064918 + Penalty 2945.625532 = -813885.439386
  nChanged 278
		SP:Iteration 8Q (63958.970000 sec): 3 clusters
  Score: Raw -816942.797680 + Penalty 2945.625532 = -813997.172148
  nChanged 240
		SP:Iteration 9Q (63959.170000 sec): 3 clusters
  Score: Raw -817038.830341 + Penalty 2945.625532 = -814093.204809
  nChanged 226
		SP:Iteration 10Q (63959.360000 sec): 3 clusters
  Score: Raw -817140.435270 + Penalty 2945.625532 = -814194.809738
  nChanged 217
		SP:Iteration 11Q (63959.560000 sec): 3 clusters
  Score: Raw -817244.750511 + Penalty 2945.625532 = -814299.124978
  nChanged 221
		SP:Iteration 12Q (63959.750000 sec): 3 clusters
  Score: Raw -817347.223177 + Penalty 2945.625532 = -814401.597645
  nChanged 214
		SP:Iteration 13Q (63959.950000 sec): 3 clusters
  Score: Raw -817455.562418 + Penalty 2945.625532 = -814509.936886
  nChanged 175
		SP:Iteration 14Q (63960.140000 sec): 3 clusters
  Score: Raw -817556.120822 + Penalty 2945.625532 = -814610.495289
  nChanged 191
		SP:Iteration 15Q (63960.340000 sec): 3 clusters
  Score: Raw -817682.590914 + Penalty 2945.625532 = -814736.965382
  nChanged 179
		SP:Iteration 16Q (63960.530000 sec): 3 clusters
  Score: Raw -817809.030911 + Penalty 2945.625532 = -814863.405378
  nChanged 174
		SP:Iteration 17Q (63960.730000 sec): 3 clusters
  Score: Raw -817920.118148 + Penalty 2945.625532 = -814974.492616
  nChanged 140
		SP:Iteration 18Q (63960.920000 sec): 3 clusters
  Score: Raw -818021.094231 + Penalty 2945.625532 = -815075.468698
  nChanged 122
		SP:Iteration 19Q (63961.110000 sec): 3 clusters
  Score: Raw -818116.148883 + Penalty 2945.625532 = -815170.523351
  nChanged 111
		SP:Iteration 20F (63961.310000 sec): 3 clusters
  Score: Raw -818198.087884 + Penalty 2945.625532 = -815252.462352
  nChanged 89
		SP:Iteration 21Q (63961.510000 sec): 3 clusters
  Score: Raw -818256.169596 + Penalty 2945.625532 = -815310.544064
  nChanged 76
		SP:Iteration 22Q (63961.690000 sec): 3 clusters
  Score: Raw -818294.612604 + Penalty 2945.625532 = -815348.987072
  nChanged 47
		SP:Iteration 23Q (63961.890000 sec): 3 clusters
  Score: Raw -818313.258830 + Penalty 2945.625532 = -815367.633297
  nChanged 32
		SP:Iteration 24Q (63962.090000 sec): 3 clusters
  Score: Raw -818326.706937 + Penalty 2945.625532 = -815381.081404
  nChanged 30
		SP:Iteration 25Q (63962.320000 sec): 3 clusters
  Score: Raw -818339.604492 + Penalty 2945.625532 = -815393.978960
  nChanged 19
		SP:Iteration 26Q (63962.520000 sec): 3 clusters
  Score: Raw -818347.833676 + Penalty 2945.625532 = -815402.208144
  nChanged 20
		SP:Iteration 27Q (63962.710000 sec): 3 clusters
  Score: Raw -818357.915262 + Penalty 2945.625532 = -815412.289730
  nChanged 18
		SP:Iteration 28Q (63962.900000 sec): 3 clusters
  Score: Raw -818364.587029 + Penalty 2945.625532 = -815418.961496
  nChanged 12
		SP:Iteration 29Q (63963.100000 sec): 3 clusters
  Score: Raw -818369.027570 + Penalty 2945.625532 = -815423.402038
  nChanged 9
		SP:Iteration 30Q (63963.290000 sec): 3 clusters
  Score: Raw -818373.653650 + Penalty 2945.625532 = -815428.028118
  nChanged 13
		SP:Iteration 31Q (63963.480000 sec): 3 clusters
  Score: Raw -818378.191923 + Penalty 2945.625532 = -815432.566391
  nChanged 12
		SP:Iteration 32Q (63963.680000 sec): 3 clusters
  Score: Raw -818382.716279 + Penalty 2945.625532 = -815437.090747
  nChanged 10
		SP:Iteration 33Q (63963.870000 sec): 3 clusters
  Score: Raw -818385.720296 + Penalty 2945.625532 = -815440.094763
  nChanged 7
		SP:Iteration 34Q (63964.060000 sec): 3 clusters
  Score: Raw -818387.688458 + Penalty 2945.625532 = -815442.062926
  nChanged 4
		SP:Iteration 35Q (63964.250000 sec): 3 clusters
  Score: Raw -818388.861324 + Penalty 2945.625532 = -815443.235791
  nChanged 3
		SP:Iteration 36Q (63964.450000 sec): 3 clusters
  Score: Raw -818390.208441 + Penalty 2945.625532 = -815444.582909
  nChanged 2
		SP:Iteration 37Q (63964.640000 sec): 3 clusters
  Score: Raw -818390.568169 + Penalty 2945.625532 = -815444.942637
  nChanged 2
		SP:Iteration 38Q (63964.830000 sec): 3 clusters
  Score: Raw -818390.756221 + Penalty 2945.625532 = -815445.130689
  nChanged 2
		SP:Iteration 39Q (63965.030000 sec): 3 clusters
  Score: Raw -818391.997757 + Penalty 2945.625532 = -815446.372225
  nChanged 5
		SP:Iteration 40F (63965.220000 sec): 3 clusters
  Score: Raw -818394.011571 + Penalty 2945.625532 = -815448.386039
  nChanged 1
		SP:Iteration 41Q (63965.410000 sec): 3 clusters
  Score: Raw -818394.535839 + Penalty 2945.625532 = -815448.910307
  nChanged 4
		SP:Iteration 42Q (63965.610000 sec): 3 clusters
  Score: Raw -818395.372902 + Penalty 2945.625532 = -815449.747370
  nChanged 1
		SP:Iteration 43Q (63965.800000 sec): 3 clusters
  Score: Raw -818395.862249 + Penalty 2945.625532 = -815450.236717
  nChanged 1
		SP:Iteration 44Q (63965.990000 sec): 3 clusters
  Score: Raw -818396.253060 + Penalty 2945.625532 = -815450.627528
  nChanged 1
		SP:Iteration 45Q (63966.190000 sec): 3 clusters
  Score: Raw -818396.523516 + Penalty 2945.625532 = -815450.897984
  nChanged 1
		SP:Iteration 46Q (63966.380000 sec): 3 clusters
  Score: Raw -818396.699809 + Penalty 2945.625532 = -815451.074277
  nChanged 0
		SP:Iteration 47F (63966.580000 sec): 3 clusters
  Score: Raw -818396.699809 + Penalty 2945.625532 = -815451.074277
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (3901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63966.700000 sec): 2 clusters
  Score: Raw -261377.078473 + Penalty 1343.710584 = -260033.367889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63966.910000 sec): 3 clusters
  Score: Raw -259502.238750 + Penalty 2687.421168 = -256814.817582
  nChanged 1530
		SP:Iteration 1F (63967.090000 sec): 3 clusters
  Score: Raw -260502.123763 + Penalty 2687.421168 = -257814.702595
  nChanged 405
		SP:Iteration 2F (63967.260000 sec): 3 clusters
  Score: Raw -260847.157235 + Penalty 2687.421168 = -258159.736067
  nChanged 275
		SP:Iteration 3F (63967.440000 sec): 3 clusters
  Score: Raw -261075.682721 + Penalty 2687.421168 = -258388.261553
  nChanged 229
		SP:Iteration 4F (63967.610000 sec): 3 clusters
  Score: Raw -261303.878847 + Penalty 2687.421168 = -258616.457679
  nChanged 212
		SP:Iteration 5F (63967.790000 sec): 3 clusters
  Score: Raw -261476.251372 + Penalty 2687.421168 = -258788.830204
  nChanged 175
		SP:Iteration 6Q (63967.960000 sec): 3 clusters
  Score: Raw -261593.181581 + Penalty 2687.421168 = -258905.760412
  nChanged 135
		SP:Iteration 7Q (63968.140000 sec): 3 clusters
  Score: Raw -261691.379571 + Penalty 2687.421168 = -259003.958403
  nChanged 124
		SP:Iteration 8Q (63968.320000 sec): 3 clusters
  Score: Raw -261775.749326 + Penalty 2687.421168 = -259088.328158
  nChanged 89
		SP:Iteration 9Q (63968.490000 sec): 3 clusters
  Score: Raw -261836.463942 + Penalty 2687.421168 = -259149.042774
  nChanged 78
		SP:Iteration 10Q (63968.670000 sec): 3 clusters
  Score: Raw -261882.988934 + Penalty 2687.421168 = -259195.567765
  nChanged 76
		SP:Iteration 11Q (63968.840000 sec): 3 clusters
  Score: Raw -261924.873127 + Penalty 2687.421168 = -259237.451959
  nChanged 46
		SP:Iteration 12Q (63969.020000 sec): 3 clusters
  Score: Raw -261952.672145 + Penalty 2687.421168 = -259265.250977
  nChanged 43
		SP:Iteration 13Q (63969.200000 sec): 3 clusters
  Score: Raw -261989.852052 + Penalty 2687.421168 = -259302.430884
  nChanged 52
		SP:Iteration 14Q (63969.370000 sec): 3 clusters
  Score: Raw -262031.367012 + Penalty 2687.421168 = -259343.945844
  nChanged 60
		SP:Iteration 15Q (63969.450000 sec): 3 clusters
  Score: Raw -262069.390378 + Penalty 2687.421168 = -259381.969210
  nChanged 50
		SP:Iteration 16Q (63969.530000 sec): 3 clusters
  Score: Raw -262099.644335 + Penalty 2687.421168 = -259412.223167
  nChanged 45
		SP:Iteration 17Q (63969.600000 sec): 3 clusters
  Score: Raw -262120.501669 + Penalty 2687.421168 = -259433.080501
  nChanged 24
		SP:Iteration 18Q (63969.680000 sec): 3 clusters
  Score: Raw -262133.773560 + Penalty 2687.421168 = -259446.352392
  nChanged 19
		SP:Iteration 19Q (63969.750000 sec): 3 clusters
  Score: Raw -262142.810933 + Penalty 2687.421168 = -259455.389764
  nChanged 20
		SP:Iteration 20F (63969.830000 sec): 3 clusters
  Score: Raw -262153.993966 + Penalty 2687.421168 = -259466.572798
  nChanged 19
		SP:Iteration 21Q (63969.900000 sec): 3 clusters
  Score: Raw -262162.345823 + Penalty 2687.421168 = -259474.924655
  nChanged 13
		SP:Iteration 22Q (63969.980000 sec): 3 clusters
  Score: Raw -262169.873542 + Penalty 2687.421168 = -259482.452374
  nChanged 15
		SP:Iteration 23Q (63970.050000 sec): 3 clusters
  Score: Raw -262177.355294 + Penalty 2687.421168 = -259489.934126
  nChanged 13
		SP:Iteration 24Q (63970.120000 sec): 3 clusters
  Score: Raw -262182.537256 + Penalty 2687.421168 = -259495.116088
  nChanged 15
		SP:Iteration 25Q (63970.200000 sec): 3 clusters
  Score: Raw -262192.481694 + Penalty 2687.421168 = -259505.060526
  nChanged 23
		SP:Iteration 26Q (63970.270000 sec): 3 clusters
  Score: Raw -262208.116141 + Penalty 2687.421168 = -259520.694973
  nChanged 25
		SP:Iteration 27Q (63970.350000 sec): 3 clusters
  Score: Raw -262221.810460 + Penalty 2687.421168 = -259534.389292
  nChanged 28
		SP:Iteration 28Q (63970.420000 sec): 3 clusters
  Score: Raw -262239.071567 + Penalty 2687.421168 = -259551.650399
  nChanged 26
		SP:Iteration 29Q (63970.500000 sec): 3 clusters
  Score: Raw -262252.849576 + Penalty 2687.421168 = -259565.428408
  nChanged 17
		SP:Iteration 30Q (63970.570000 sec): 3 clusters
  Score: Raw -262260.902309 + Penalty 2687.421168 = -259573.481141
  nChanged 15
		SP:Iteration 31Q (63970.640000 sec): 3 clusters
  Score: Raw -262268.123030 + Penalty 2687.421168 = -259580.701862
  nChanged 14
		SP:Iteration 32Q (63970.720000 sec): 3 clusters
  Score: Raw -262276.222189 + Penalty 2687.421168 = -259588.801021
  nChanged 15
		SP:Iteration 33Q (63970.790000 sec): 3 clusters
  Score: Raw -262285.703410 + Penalty 2687.421168 = -259598.282242
  nChanged 15
		SP:Iteration 34Q (63970.860000 sec): 3 clusters
  Score: Raw -262295.007813 + Penalty 2687.421168 = -259607.586645
  nChanged 12
		SP:Iteration 35Q (63970.930000 sec): 3 clusters
  Score: Raw -262302.130871 + Penalty 2687.421168 = -259614.709703
  nChanged 10
		SP:Iteration 36Q (63971.010000 sec): 3 clusters
  Score: Raw -262307.945259 + Penalty 2687.421168 = -259620.524091
  nChanged 10
		SP:Iteration 37Q (63971.080000 sec): 3 clusters
  Score: Raw -262314.311619 + Penalty 2687.421168 = -259626.890451
  nChanged 3
		SP:Iteration 38Q (63971.150000 sec): 3 clusters
  Score: Raw -262315.801156 + Penalty 2687.421168 = -259628.379988
  nChanged 5
		SP:Iteration 39Q (63971.220000 sec): 3 clusters
  Score: Raw -262318.113690 + Penalty 2687.421168 = -259630.692522
  nChanged 5
		SP:Iteration 40F (63971.300000 sec): 3 clusters
  Score: Raw -262320.370498 + Penalty 2687.421168 = -259632.949330
  nChanged 7
		SP:Iteration 41Q (63971.360000 sec): 3 clusters
  Score: Raw -262323.535539 + Penalty 2687.421168 = -259636.114371
  nChanged 3
		SP:Iteration 42Q (63971.440000 sec): 3 clusters
  Score: Raw -262324.461705 + Penalty 2687.421168 = -259637.040536
  nChanged 2
		SP:Iteration 43Q (63971.500000 sec): 3 clusters
  Score: Raw -262325.405670 + Penalty 2687.421168 = -259637.984502
  nChanged 1
		SP:Iteration 44Q (63971.610000 sec): 3 clusters
  Score: Raw -262325.879349 + Penalty 2687.421168 = -259638.458180
  nChanged 0
		SP:Iteration 45F (63971.790000 sec): 3 clusters
  Score: Raw -262325.879349 + Penalty 2687.421168 = -259638.458180
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63971.890000 sec): 2 clusters
  Score: Raw -333792.377438 + Penalty 1342.833445 = -332449.543992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63972.060000 sec): 3 clusters
  Score: Raw -331880.070620 + Penalty 2685.666891 = -329194.403729
  nChanged 1541
		SP:Iteration 1F (63972.240000 sec): 3 clusters
  Score: Raw -332854.803220 + Penalty 2685.666891 = -330169.136329
  nChanged 359
		SP:Iteration 2F (63972.420000 sec): 3 clusters
  Score: Raw -333129.944631 + Penalty 2685.666891 = -330444.277741
  nChanged 316
		SP:Iteration 3F (63972.590000 sec): 3 clusters
  Score: Raw -333402.494967 + Penalty 2685.666891 = -330716.828076
  nChanged 245
		SP:Iteration 4F (63972.770000 sec): 3 clusters
  Score: Raw -333622.138370 + Penalty 2685.666891 = -330936.471480
  nChanged 199
		SP:Iteration 5F (63972.940000 sec): 3 clusters
  Score: Raw -333816.307557 + Penalty 2685.666891 = -331130.640667
  nChanged 180
		SP:Iteration 6Q (63973.120000 sec): 3 clusters
  Score: Raw -333969.493551 + Penalty 2685.666891 = -331283.826660
  nChanged 146
		SP:Iteration 7Q (63973.290000 sec): 3 clusters
  Score: Raw -334097.702285 + Penalty 2685.666891 = -331412.035395
  nChanged 113
		SP:Iteration 8Q (63973.450000 sec): 3 clusters
  Score: Raw -334184.253484 + Penalty 2685.666891 = -331498.586593
  nChanged 103
		SP:Iteration 9Q (63973.610000 sec): 3 clusters
  Score: Raw -334245.683741 + Penalty 2685.666891 = -331560.016850
  nChanged 80
		SP:Iteration 10Q (63973.770000 sec): 3 clusters
  Score: Raw -334300.721314 + Penalty 2685.666891 = -331615.054423
  nChanged 77
		SP:Iteration 11Q (63973.940000 sec): 3 clusters
  Score: Raw -334342.483948 + Penalty 2685.666891 = -331656.817057
  nChanged 65
		SP:Iteration 12Q (63974.120000 sec): 3 clusters
  Score: Raw -334373.294597 + Penalty 2685.666891 = -331687.627706
  nChanged 54
		SP:Iteration 13Q (63974.290000 sec): 3 clusters
  Score: Raw -334394.518812 + Penalty 2685.666891 = -331708.851922
  nChanged 49
		SP:Iteration 14Q (63974.470000 sec): 3 clusters
  Score: Raw -334411.590782 + Penalty 2685.666891 = -331725.923891
  nChanged 38
		SP:Iteration 15Q (63974.620000 sec): 3 clusters
  Score: Raw -334426.823713 + Penalty 2685.666891 = -331741.156822
  nChanged 40
		SP:Iteration 16Q (63974.710000 sec): 3 clusters
  Score: Raw -334443.792329 + Penalty 2685.666891 = -331758.125439
  nChanged 34
		SP:Iteration 17Q (63974.790000 sec): 3 clusters
  Score: Raw -334455.271777 + Penalty 2685.666891 = -331769.604887
  nChanged 20
		SP:Iteration 18Q (63974.870000 sec): 3 clusters
  Score: Raw -334461.751389 + Penalty 2685.666891 = -331776.084499
  nChanged 18
		SP:Iteration 19Q (63974.950000 sec): 3 clusters
  Score: Raw -334467.818504 + Penalty 2685.666891 = -331782.151614
  nChanged 20
		SP:Iteration 20F (63975.030000 sec): 3 clusters
  Score: Raw -334474.571825 + Penalty 2685.666891 = -331788.904935
  nChanged 22
		SP:Iteration 21Q (63975.110000 sec): 3 clusters
  Score: Raw -334481.519761 + Penalty 2685.666891 = -331795.852870
  nChanged 22
		SP:Iteration 22Q (63975.190000 sec): 3 clusters
  Score: Raw -334489.425053 + Penalty 2685.666891 = -331803.758163
  nChanged 30
		SP:Iteration 23Q (63975.270000 sec): 3 clusters
  Score: Raw -334500.350678 + Penalty 2685.666891 = -331814.683787
  nChanged 24
		SP:Iteration 24Q (63975.350000 sec): 3 clusters
  Score: Raw -334508.223690 + Penalty 2685.666891 = -331822.556800
  nChanged 18
		SP:Iteration 25Q (63975.430000 sec): 3 clusters
  Score: Raw -334514.364688 + Penalty 2685.666891 = -331828.697797
  nChanged 10
		SP:Iteration 26Q (63975.510000 sec): 3 clusters
  Score: Raw -334517.294398 + Penalty 2685.666891 = -331831.627507
  nChanged 10
		SP:Iteration 27Q (63975.590000 sec): 3 clusters
  Score: Raw -334520.144669 + Penalty 2685.666891 = -331834.477778
  nChanged 13
		SP:Iteration 28Q (63975.670000 sec): 3 clusters
  Score: Raw -334523.440136 + Penalty 2685.666891 = -331837.773246
  nChanged 13
		SP:Iteration 29Q (63975.850000 sec): 3 clusters
  Score: Raw -334527.830781 + Penalty 2685.666891 = -331842.163891
  nChanged 19
		SP:Iteration 30Q (63976.020000 sec): 3 clusters
  Score: Raw -334534.914400 + Penalty 2685.666891 = -331849.247509
  nChanged 14
		SP:Iteration 31Q (63976.200000 sec): 3 clusters
  Score: Raw -334539.390395 + Penalty 2685.666891 = -331853.723504
  nChanged 13
		SP:Iteration 32Q (63976.380000 sec): 3 clusters
  Score: Raw -334542.582691 + Penalty 2685.666891 = -331856.915800
  nChanged 7
		SP:Iteration 33Q (63976.550000 sec): 3 clusters
  Score: Raw -334543.658577 + Penalty 2685.666891 = -331857.991686
  nChanged 5
		SP:Iteration 34Q (63976.730000 sec): 3 clusters
  Score: Raw -334544.702904 + Penalty 2685.666891 = -331859.036014
  nChanged 6
		SP:Iteration 35Q (63976.900000 sec): 3 clusters
  Score: Raw -334546.061070 + Penalty 2685.666891 = -331860.394180
  nChanged 9
		SP:Iteration 36Q (63977.080000 sec): 3 clusters
  Score: Raw -334548.465886 + Penalty 2685.666891 = -331862.798996
  nChanged 4
		SP:Iteration 37Q (63977.260000 sec): 3 clusters
  Score: Raw -334548.994385 + Penalty 2685.666891 = -331863.327495
  nChanged 3
		SP:Iteration 38Q (63977.450000 sec): 3 clusters
  Score: Raw -334549.828666 + Penalty 2685.666891 = -331864.161776
  nChanged 5
		SP:Iteration 39Q (63977.600000 sec): 3 clusters
  Score: Raw -334550.849807 + Penalty 2685.666891 = -331865.182916
  nChanged 3
		SP:Iteration 40F (63977.780000 sec): 3 clusters
  Score: Raw -334551.652782 + Penalty 2685.666891 = -331865.985891
  nChanged 2
		SP:Iteration 41Q (63977.960000 sec): 3 clusters
  Score: Raw -334552.111977 + Penalty 2685.666891 = -331866.445086
  nChanged 4
		SP:Iteration 42Q (63978.130000 sec): 3 clusters
  Score: Raw -334554.220212 + Penalty 2685.666891 = -331868.553321
  nChanged 9
		SP:Iteration 43Q (63978.310000 sec): 3 clusters
  Score: Raw -334558.594954 + Penalty 2685.666891 = -331872.928063
  nChanged 8
		SP:Iteration 44Q (63978.480000 sec): 3 clusters
  Score: Raw -334561.515832 + Penalty 2685.666891 = -331875.848941
  nChanged 13
		SP:Iteration 45Q (63978.660000 sec): 3 clusters
  Score: Raw -334566.271409 + Penalty 2685.666891 = -331880.604518
  nChanged 14
		SP:Iteration 46Q (63978.840000 sec): 3 clusters
  Score: Raw -334570.207799 + Penalty 2685.666891 = -331884.540909
  nChanged 9
		SP:Iteration 47Q (63979.020000 sec): 3 clusters
  Score: Raw -334573.017085 + Penalty 2685.666891 = -331887.350195
  nChanged 8
		SP:Iteration 48Q (63979.190000 sec): 3 clusters
  Score: Raw -334577.148259 + Penalty 2685.666891 = -331891.481368
  nChanged 12
		SP:Iteration 49Q (63979.430000 sec): 3 clusters
  Score: Raw -334580.954259 + Penalty 2685.666891 = -331895.287368
  nChanged 7
		SP:Iteration 50Q (63979.550000 sec): 3 clusters
  Score: Raw -334582.562129 + Penalty 2685.666891 = -331896.895238
  nChanged 4
		SP:Iteration 51Q (63979.720000 sec): 3 clusters
  Score: Raw -334583.729934 + Penalty 2685.666891 = -331898.063043
  nChanged 4
		SP:Iteration 52Q (63979.900000 sec): 3 clusters
  Score: Raw -334584.970284 + Penalty 2685.666891 = -331899.303394
  nChanged 6
		SP:Iteration 53Q (63980.080000 sec): 3 clusters
  Score: Raw -334586.762949 + Penalty 2685.666891 = -331901.096059
  nChanged 6
		SP:Iteration 54Q (63980.250000 sec): 3 clusters
  Score: Raw -334589.301138 + Penalty 2685.666891 = -331903.634248
  nChanged 9
		SP:Iteration 55Q (63980.470000 sec): 3 clusters
  Score: Raw -334592.408799 + Penalty 2685.666891 = -331906.741908
  nChanged 7
		SP:Iteration 56Q (63980.620000 sec): 3 clusters
  Score: Raw -334593.721819 + Penalty 2685.666891 = -331908.054928
  nChanged 4
		SP:Iteration 57Q (63980.790000 sec): 3 clusters
  Score: Raw -334595.110666 + Penalty 2685.666891 = -331909.443775
  nChanged 8
		SP:Iteration 58Q (63980.970000 sec): 3 clusters
  Score: Raw -334596.666962 + Penalty 2685.666891 = -331911.000071
  nChanged 2
		SP:Iteration 59Q (63981.140000 sec): 3 clusters
  Score: Raw -334596.945038 + Penalty 2685.666891 = -331911.278147
  nChanged 4
		SP:Iteration 60F (63981.320000 sec): 3 clusters
  Score: Raw -334598.273485 + Penalty 2685.666891 = -331912.606594
  nChanged 6
		SP:Iteration 61Q (63981.490000 sec): 3 clusters
  Score: Raw -334599.981499 + Penalty 2685.666891 = -331914.314609
  nChanged 2
		SP:Iteration 62Q (63981.620000 sec): 3 clusters
  Score: Raw -334600.562881 + Penalty 2685.666891 = -331914.895990
  nChanged 3
		SP:Iteration 63Q (63981.800000 sec): 3 clusters
  Score: Raw -334601.034506 + Penalty 2685.666891 = -331915.367615
  nChanged 4
		SP:Iteration 64Q (63981.980000 sec): 3 clusters
  Score: Raw -334601.935055 + Penalty 2685.666891 = -331916.268164
  nChanged 2
		SP:Iteration 65Q (63982.100000 sec): 3 clusters
  Score: Raw -334602.322703 + Penalty 2685.666891 = -331916.655812
  nChanged 1
		SP:Iteration 66Q (63982.180000 sec): 3 clusters
  Score: Raw -334602.920936 + Penalty 2685.666891 = -331917.254045
  nChanged 1
		SP:Iteration 67Q (63982.260000 sec): 3 clusters
  Score: Raw -334603.127148 + Penalty 2685.666891 = -331917.460257
  nChanged 0
		SP:Iteration 68F (63982.340000 sec): 3 clusters
  Score: Raw -334603.127148 + Penalty 2685.666891 = -331917.460257
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (16299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63982.530000 sec): 2 clusters
  Score: Raw -1375726.460453 + Penalty 1576.064593 = -1374150.395860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63982.820000 sec): 3 clusters
  Score: Raw -1366186.917069 + Penalty 3152.129186 = -1363034.787883
  nChanged 7267
		SP:Iteration 1F (63983.120000 sec): 3 clusters
  Score: Raw -1370457.191084 + Penalty 3152.129186 = -1367305.061898
  nChanged 1243
		SP:Iteration 2F (63983.420000 sec): 3 clusters
  Score: Raw -1371264.672702 + Penalty 3152.129186 = -1368112.543516
  nChanged 1214
		SP:Iteration 3F (63983.720000 sec): 3 clusters
  Score: Raw -1372010.056217 + Penalty 3152.129186 = -1368857.927030
  nChanged 1023
		SP:Iteration 4F (63984.030000 sec): 3 clusters
  Score: Raw -1372594.490836 + Penalty 3152.129186 = -1369442.361649
  nChanged 908
		SP:Iteration 5F (63984.330000 sec): 3 clusters
  Score: Raw -1373109.601123 + Penalty 3152.129186 = -1369957.471936
  nChanged 817
		SP:Iteration 6F (63984.640000 sec): 3 clusters
  Score: Raw -1373559.583476 + Penalty 3152.129186 = -1370407.454290
  nChanged 691
		SP:Iteration 7Q (63984.940000 sec): 3 clusters
  Score: Raw -1373918.078543 + Penalty 3152.129186 = -1370765.949357
  nChanged 575
		SP:Iteration 8Q (63985.240000 sec): 3 clusters
  Score: Raw -1374190.571975 + Penalty 3152.129186 = -1371038.442788
  nChanged 477
		SP:Iteration 9Q (63985.540000 sec): 3 clusters
  Score: Raw -1374381.501202 + Penalty 3152.129186 = -1371229.372015
  nChanged 368
		SP:Iteration 10Q (63985.850000 sec): 3 clusters
  Score: Raw -1374516.379926 + Penalty 3152.129186 = -1371364.250740
  nChanged 306
		SP:Iteration 11Q (63986.160000 sec): 3 clusters
  Score: Raw -1374613.504113 + Penalty 3152.129186 = -1371461.374927
  nChanged 254
		SP:Iteration 12Q (63986.460000 sec): 3 clusters
  Score: Raw -1374691.793863 + Penalty 3152.129186 = -1371539.664677
  nChanged 195
		SP:Iteration 13Q (63986.770000 sec): 3 clusters
  Score: Raw -1374748.347063 + Penalty 3152.129186 = -1371596.217876
  nChanged 169
		SP:Iteration 14Q (63987.070000 sec): 3 clusters
  Score: Raw -1374796.820357 + Penalty 3152.129186 = -1371644.691171
  nChanged 166
		SP:Iteration 15Q (63987.380000 sec): 3 clusters
  Score: Raw -1374848.722851 + Penalty 3152.129186 = -1371696.593664
  nChanged 181
		SP:Iteration 16Q (63987.680000 sec): 3 clusters
  Score: Raw -1374897.463947 + Penalty 3152.129186 = -1371745.334760
  nChanged 158
		SP:Iteration 17Q (63987.990000 sec): 3 clusters
  Score: Raw -1374941.851767 + Penalty 3152.129186 = -1371789.722580
  nChanged 161
		SP:Iteration 18Q (63988.290000 sec): 3 clusters
  Score: Raw -1375002.076599 + Penalty 3152.129186 = -1371849.947413
  nChanged 162
		SP:Iteration 19Q (63988.600000 sec): 3 clusters
  Score: Raw -1375055.442844 + Penalty 3152.129186 = -1371903.313658
  nChanged 173
		SP:Iteration 20F (63988.900000 sec): 3 clusters
  Score: Raw -1375125.663011 + Penalty 3152.129186 = -1371973.533825
  nChanged 180
		SP:Iteration 21Q (63989.210000 sec): 3 clusters
  Score: Raw -1375196.395972 + Penalty 3152.129186 = -1372044.266785
  nChanged 187
		SP:Iteration 22Q (63989.520000 sec): 3 clusters
  Score: Raw -1375269.109404 + Penalty 3152.129186 = -1372116.980218
  nChanged 163
		SP:Iteration 23Q (63989.820000 sec): 3 clusters
  Score: Raw -1375327.581779 + Penalty 3152.129186 = -1372175.452593
  nChanged 151
		SP:Iteration 24Q (63990.080000 sec): 3 clusters
  Score: Raw -1375375.563654 + Penalty 3152.129186 = -1372223.434467
  nChanged 134
		SP:Iteration 25Q (63990.340000 sec): 3 clusters
  Score: Raw -1375416.968720 + Penalty 3152.129186 = -1372264.839533
  nChanged 127
		SP:Iteration 26Q (63990.610000 sec): 3 clusters
  Score: Raw -1375456.707014 + Penalty 3152.129186 = -1372304.577827
  nChanged 138
		SP:Iteration 27Q (63990.920000 sec): 3 clusters
  Score: Raw -1375494.427561 + Penalty 3152.129186 = -1372342.298374
  nChanged 121
		SP:Iteration 28Q (63991.180000 sec): 3 clusters
  Score: Raw -1375526.872726 + Penalty 3152.129186 = -1372374.743540
  nChanged 116
		SP:Iteration 29Q (63991.440000 sec): 3 clusters
  Score: Raw -1375558.156124 + Penalty 3152.129186 = -1372406.026937
  nChanged 123
		SP:Iteration 30Q (63991.700000 sec): 3 clusters
  Score: Raw -1375591.266926 + Penalty 3152.129186 = -1372439.137739
  nChanged 99
		SP:Iteration 31Q (63992.000000 sec): 3 clusters
  Score: Raw -1375613.349270 + Penalty 3152.129186 = -1372461.220084
  nChanged 95
		SP:Iteration 32Q (63992.310000 sec): 3 clusters
  Score: Raw -1375638.159610 + Penalty 3152.129186 = -1372486.030424
  nChanged 81
		SP:Iteration 33Q (63992.620000 sec): 3 clusters
  Score: Raw -1375658.610499 + Penalty 3152.129186 = -1372506.481312
  nChanged 87
		SP:Iteration 34Q (63992.860000 sec): 3 clusters
  Score: Raw -1375679.727142 + Penalty 3152.129186 = -1372527.597956
  nChanged 85
		SP:Iteration 35Q (63993.140000 sec): 3 clusters
  Score: Raw -1375700.399149 + Penalty 3152.129186 = -1372548.269963
  nChanged 69
		SP:Iteration 36Q (63993.440000 sec): 3 clusters
  Score: Raw -1375716.034138 + Penalty 3152.129186 = -1372563.904952
  nChanged 75
		SP:Iteration 37Q (63993.740000 sec): 3 clusters
  Score: Raw -1375733.842013 + Penalty 3152.129186 = -1372581.712827
  nChanged 65
		SP:Iteration 38Q (63994.010000 sec): 3 clusters
  Score: Raw -1375747.561618 + Penalty 3152.129186 = -1372595.432431
  nChanged 70
		SP:Iteration 39Q (63994.290000 sec): 3 clusters
  Score: Raw -1375760.985829 + Penalty 3152.129186 = -1372608.856642
  nChanged 55
		SP:Iteration 40F (63994.600000 sec): 3 clusters
  Score: Raw -1375770.136661 + Penalty 3152.129186 = -1372618.007475
  nChanged 53
		SP:Iteration 41Q (63994.860000 sec): 3 clusters
  Score: Raw -1375779.419726 + Penalty 3152.129186 = -1372627.290540
  nChanged 48
		SP:Iteration 42Q (63995.130000 sec): 3 clusters
  Score: Raw -1375787.935183 + Penalty 3152.129186 = -1372635.805997
  nChanged 38
		SP:Iteration 43Q (63995.390000 sec): 3 clusters
  Score: Raw -1375795.959216 + Penalty 3152.129186 = -1372643.830029
  nChanged 46
		SP:Iteration 44Q (63995.690000 sec): 3 clusters
  Score: Raw -1375806.033098 + Penalty 3152.129186 = -1372653.903912
  nChanged 50
		SP:Iteration 45Q (63995.920000 sec): 3 clusters
  Score: Raw -1375817.922013 + Penalty 3152.129186 = -1372665.792827
  nChanged 57
		SP:Iteration 46Q (63996.180000 sec): 3 clusters
  Score: Raw -1375832.946444 + Penalty 3152.129186 = -1372680.817258
  nChanged 57
		SP:Iteration 47Q (63996.440000 sec): 3 clusters
  Score: Raw -1375847.536188 + Penalty 3152.129186 = -1372695.407001
  nChanged 58
		SP:Iteration 48Q (63996.700000 sec): 3 clusters
  Score: Raw -1375860.021559 + Penalty 3152.129186 = -1372707.892373
  nChanged 54
		SP:Iteration 49Q (63996.960000 sec): 3 clusters
  Score: Raw -1375875.109615 + Penalty 3152.129186 = -1372722.980428
  nChanged 46
		SP:Iteration 50Q (63997.220000 sec): 3 clusters
  Score: Raw -1375885.084491 + Penalty 3152.129186 = -1372732.955305
  nChanged 43
		SP:Iteration 51Q (63997.520000 sec): 3 clusters
  Score: Raw -1375894.608314 + Penalty 3152.129186 = -1372742.479127
  nChanged 37
		SP:Iteration 52Q (63997.830000 sec): 3 clusters
  Score: Raw -1375902.536008 + Penalty 3152.129186 = -1372750.406821
  nChanged 34
		SP:Iteration 53Q (63998.130000 sec): 3 clusters
  Score: Raw -1375909.879916 + Penalty 3152.129186 = -1372757.750730
  nChanged 28
		SP:Iteration 54Q (63998.430000 sec): 3 clusters
  Score: Raw -1375916.579743 + Penalty 3152.129186 = -1372764.450556
  nChanged 36
		SP:Iteration 55Q (63998.780000 sec): 3 clusters
  Score: Raw -1375925.115875 + Penalty 3152.129186 = -1372772.986689
  nChanged 32
		SP:Iteration 56Q (63999.010000 sec): 3 clusters
  Score: Raw -1375931.005410 + Penalty 3152.129186 = -1372778.876223
  nChanged 30
		SP:Iteration 57Q (63999.310000 sec): 3 clusters
  Score: Raw -1375936.604666 + Penalty 3152.129186 = -1372784.475480
  nChanged 25
		SP:Iteration 58Q (63999.570000 sec): 3 clusters
  Score: Raw -1375941.629479 + Penalty 3152.129186 = -1372789.500293
  nChanged 21
		SP:Iteration 59Q (63999.830000 sec): 3 clusters
  Score: Raw -1375946.379653 + Penalty 3152.129186 = -1372794.250467
  nChanged 21
		SP:Iteration 60F (64000.140000 sec): 3 clusters
  Score: Raw -1375952.535720 + Penalty 3152.129186 = -1372800.406534
  nChanged 36
		SP:Iteration 61Q (64000.450000 sec): 3 clusters
  Score: Raw -1375961.402247 + Penalty 3152.129186 = -1372809.273060
  nChanged 28
		SP:Iteration 62Q (64000.750000 sec): 3 clusters
  Score: Raw -1375969.657514 + Penalty 3152.129186 = -1372817.528327
  nChanged 34
		SP:Iteration 63Q (64001.050000 sec): 3 clusters
  Score: Raw -1375979.388208 + Penalty 3152.129186 = -1372827.259021
  nChanged 28
		SP:Iteration 64Q (64001.310000 sec): 3 clusters
  Score: Raw -1375987.452909 + Penalty 3152.129186 = -1372835.323722
  nChanged 29
		SP:Iteration 65Q (64001.530000 sec): 3 clusters
  Score: Raw -1375994.083261 + Penalty 3152.129186 = -1372841.954074
  nChanged 31
		SP:Iteration 66Q (64001.790000 sec): 3 clusters
  Score: Raw -1376001.845307 + Penalty 3152.129186 = -1372849.716120
  nChanged 26
		SP:Iteration 67Q (64002.100000 sec): 3 clusters
  Score: Raw -1376008.285426 + Penalty 3152.129186 = -1372856.156240
  nChanged 30
		SP:Iteration 68Q (64002.400000 sec): 3 clusters
  Score: Raw -1376016.565410 + Penalty 3152.129186 = -1372864.436223
  nChanged 26
		SP:Iteration 69Q (64002.710000 sec): 3 clusters
  Score: Raw -1376024.442101 + Penalty 3152.129186 = -1372872.312915
  nChanged 24
		SP:Iteration 70Q (64003.020000 sec): 3 clusters
  Score: Raw -1376030.994971 + Penalty 3152.129186 = -1372878.865785
  nChanged 29
		SP:Iteration 71Q (64003.320000 sec): 3 clusters
  Score: Raw -1376037.430326 + Penalty 3152.129186 = -1372885.301139
  nChanged 24
		SP:Iteration 72Q (64003.550000 sec): 3 clusters
  Score: Raw -1376045.745690 + Penalty 3152.129186 = -1372893.616504
  nChanged 30
		SP:Iteration 73Q (64003.810000 sec): 3 clusters
  Score: Raw -1376055.815808 + Penalty 3152.129186 = -1372903.686621
  nChanged 22
		SP:Iteration 74Q (64004.070000 sec): 3 clusters
  Score: Raw -1376062.634637 + Penalty 3152.129186 = -1372910.505451
  nChanged 30
		SP:Iteration 75Q (64004.380000 sec): 3 clusters
  Score: Raw -1376073.859261 + Penalty 3152.129186 = -1372921.730075
  nChanged 25
		SP:Iteration 76Q (64004.610000 sec): 3 clusters
  Score: Raw -1376081.214041 + Penalty 3152.129186 = -1372929.084855
  nChanged 22
		SP:Iteration 77Q (64004.870000 sec): 3 clusters
  Score: Raw -1376088.476765 + Penalty 3152.129186 = -1372936.347578
  nChanged 22
		SP:Iteration 78Q (64005.170000 sec): 3 clusters
  Score: Raw -1376093.352157 + Penalty 3152.129186 = -1372941.222970
  nChanged 22
		SP:Iteration 79Q (64005.470000 sec): 3 clusters
  Score: Raw -1376098.592883 + Penalty 3152.129186 = -1372946.463696
  nChanged 18
		SP:Iteration 80F (64005.780000 sec): 3 clusters
  Score: Raw -1376102.171441 + Penalty 3152.129186 = -1372950.042255
  nChanged 13
		SP:Iteration 81Q (64006.040000 sec): 3 clusters
  Score: Raw -1376105.160379 + Penalty 3152.129186 = -1372953.031192
  nChanged 13
		SP:Iteration 82Q (64006.310000 sec): 3 clusters
  Score: Raw -1376107.781096 + Penalty 3152.129186 = -1372955.651910
  nChanged 10
		SP:Iteration 83Q (64006.610000 sec): 3 clusters
  Score: Raw -1376110.516710 + Penalty 3152.129186 = -1372958.387524
  nChanged 9
		SP:Iteration 84Q (64006.880000 sec): 3 clusters
  Score: Raw -1376113.393091 + Penalty 3152.129186 = -1372961.263905
  nChanged 14
		SP:Iteration 85Q (64007.140000 sec): 3 clusters
  Score: Raw -1376117.071180 + Penalty 3152.129186 = -1372964.941994
  nChanged 19
		SP:Iteration 86Q (64007.410000 sec): 3 clusters
  Score: Raw -1376122.662010 + Penalty 3152.129186 = -1372970.532823
  nChanged 14
		SP:Iteration 87Q (64007.670000 sec): 3 clusters
  Score: Raw -1376127.240298 + Penalty 3152.129186 = -1372975.111112
  nChanged 9
		SP:Iteration 88Q (64007.970000 sec): 3 clusters
  Score: Raw -1376131.567892 + Penalty 3152.129186 = -1372979.438706
  nChanged 19
		SP:Iteration 89Q (64008.280000 sec): 3 clusters
  Score: Raw -1376139.083763 + Penalty 3152.129186 = -1372986.954577
  nChanged 20
		SP:Iteration 90Q (64008.520000 sec): 3 clusters
  Score: Raw -1376143.973064 + Penalty 3152.129186 = -1372991.843878
  nChanged 18
		SP:Iteration 91Q (64008.810000 sec): 3 clusters
  Score: Raw -1376148.803488 + Penalty 3152.129186 = -1372996.674302
  nChanged 23
		SP:Iteration 92Q (64009.110000 sec): 3 clusters
  Score: Raw -1376155.171942 + Penalty 3152.129186 = -1373003.042755
  nChanged 16
		SP:Iteration 93Q (64009.370000 sec): 3 clusters
  Score: Raw -1376161.889910 + Penalty 3152.129186 = -1373009.760724
  nChanged 20
		SP:Iteration 94Q (64009.640000 sec): 3 clusters
  Score: Raw -1376167.664326 + Penalty 3152.129186 = -1373015.535139
  nChanged 19
		SP:Iteration 95Q (64009.890000 sec): 3 clusters
  Score: Raw -1376172.308418 + Penalty 3152.129186 = -1373020.179231
  nChanged 10
		SP:Iteration 96Q (64010.160000 sec): 3 clusters
  Score: Raw -1376174.592206 + Penalty 3152.129186 = -1373022.463020
  nChanged 8
		SP:Iteration 97Q (64010.420000 sec): 3 clusters
  Score: Raw -1376176.638132 + Penalty 3152.129186 = -1373024.508946
  nChanged 8
		SP:Iteration 98Q (64010.690000 sec): 3 clusters
  Score: Raw -1376178.348919 + Penalty 3152.129186 = -1373026.219733
  nChanged 6
		SP:Iteration 99Q (64010.950000 sec): 3 clusters
  Score: Raw -1376179.362621 + Penalty 3152.129186 = -1373027.233435
  nChanged 5
		SP:Iteration 100F (64011.170000 sec): 3 clusters
  Score: Raw -1376181.118320 + Penalty 3152.129186 = -1373028.989134
  nChanged 6
		SP:Iteration 101Q (64011.440000 sec): 3 clusters
  Score: Raw -1376182.573790 + Penalty 3152.129186 = -1373030.444603
  nChanged 5
		SP:Iteration 102Q (64011.740000 sec): 3 clusters
  Score: Raw -1376183.724846 + Penalty 3152.129186 = -1373031.595659
  nChanged 5
		SP:Iteration 103Q (64012.050000 sec): 3 clusters
  Score: Raw -1376185.039148 + Penalty 3152.129186 = -1373032.909962
  nChanged 6
		SP:Iteration 104Q (64012.370000 sec): 3 clusters
  Score: Raw -1376186.998385 + Penalty 3152.129186 = -1373034.869199
  nChanged 4
		SP:Iteration 105Q (64012.650000 sec): 3 clusters
  Score: Raw -1376188.061304 + Penalty 3152.129186 = -1373035.932118
  nChanged 6
		SP:Iteration 106Q (64012.870000 sec): 3 clusters
  Score: Raw -1376189.594931 + Penalty 3152.129186 = -1373037.465744
  nChanged 3
		SP:Iteration 107Q (64013.150000 sec): 3 clusters
  Score: Raw -1376190.804451 + Penalty 3152.129186 = -1373038.675265
  nChanged 3
		SP:Iteration 108Q (64013.410000 sec): 3 clusters
  Score: Raw -1376192.184058 + Penalty 3152.129186 = -1373040.054871
  nChanged 6
		SP:Iteration 109Q (64013.710000 sec): 3 clusters
  Score: Raw -1376194.187611 + Penalty 3152.129186 = -1373042.058424
  nChanged 7
		SP:Iteration 110Q (64013.970000 sec): 3 clusters
  Score: Raw -1376196.525153 + Penalty 3152.129186 = -1373044.395967
  nChanged 4
		SP:Iteration 111Q (64014.230000 sec): 3 clusters
  Score: Raw -1376198.258738 + Penalty 3152.129186 = -1373046.129552
  nChanged 4
		SP:Iteration 112Q (64014.490000 sec): 3 clusters
  Score: Raw -1376199.565733 + Penalty 3152.129186 = -1373047.436546
  nChanged 3
		SP:Iteration 113Q (64014.790000 sec): 3 clusters
  Score: Raw -1376200.032383 + Penalty 3152.129186 = -1373047.903197
  nChanged 2
		SP:Iteration 114Q (64015.100000 sec): 3 clusters
  Score: Raw -1376200.813788 + Penalty 3152.129186 = -1373048.684602
  nChanged 4
		SP:Iteration 115Q (64015.400000 sec): 3 clusters
  Score: Raw -1376201.772395 + Penalty 3152.129186 = -1373049.643209
  nChanged 1
		SP:Iteration 116Q (64015.700000 sec): 3 clusters
  Score: Raw -1376201.988873 + Penalty 3152.129186 = -1373049.859687
  nChanged 1
		SP:Iteration 117Q (64016.010000 sec): 3 clusters
  Score: Raw -1376202.310791 + Penalty 3152.129186 = -1373050.181604
  nChanged 3
		SP:Iteration 118Q (64016.310000 sec): 3 clusters
  Score: Raw -1376202.666070 + Penalty 3152.129186 = -1373050.536883
  nChanged 1
		SP:Iteration 119Q (64016.610000 sec): 3 clusters
  Score: Raw -1376202.903434 + Penalty 3152.129186 = -1373050.774248
  nChanged 0
		SP:Iteration 120F (64016.920000 sec): 3 clusters
  Score: Raw -1376202.903434 + Penalty 3152.129186 = -1373050.774248
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64017.020000 sec): 2 clusters
  Score: Raw -60817.568113 + Penalty 1100.066821 = -59717.501292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64017.040000 sec): 3 clusters
  Score: Raw -60590.520315 + Penalty 2200.133642 = -58390.386672
  nChanged 280
		SP:Iteration 1F (64017.060000 sec): 3 clusters
  Score: Raw -60982.617126 + Penalty 2200.133642 = -58782.483483
  nChanged 93
		SP:Iteration 2F (64017.080000 sec): 3 clusters
  Score: Raw -61159.798639 + Penalty 2200.133642 = -58959.664997
  nChanged 54
		SP:Iteration 3F (64017.100000 sec): 3 clusters
  Score: Raw -61258.875309 + Penalty 2200.133642 = -59058.741667
  nChanged 35
		SP:Iteration 4Q (64017.120000 sec): 3 clusters
  Score: Raw -61326.770929 + Penalty 2200.133642 = -59126.637286
  nChanged 23
		SP:Iteration 5Q (64017.150000 sec): 3 clusters
  Score: Raw -61382.035211 + Penalty 2200.133642 = -59181.901569
  nChanged 19
		SP:Iteration 6Q (64017.170000 sec): 3 clusters
  Score: Raw -61417.149894 + Penalty 2200.133642 = -59217.016252
  nChanged 17
		SP:Iteration 7Q (64017.200000 sec): 3 clusters
  Score: Raw -61452.239302 + Penalty 2200.133642 = -59252.105660
  nChanged 16
		SP:Iteration 8Q (64017.220000 sec): 3 clusters
  Score: Raw -61477.756388 + Penalty 2200.133642 = -59277.622745
  nChanged 9
		SP:Iteration 9Q (64017.240000 sec): 3 clusters
  Score: Raw -61496.461563 + Penalty 2200.133642 = -59296.327921
  nChanged 9
		SP:Iteration 10Q (64017.270000 sec): 3 clusters
  Score: Raw -61507.298399 + Penalty 2200.133642 = -59307.164756
  nChanged 6
		SP:Iteration 11Q (64017.290000 sec): 3 clusters
  Score: Raw -61516.408111 + Penalty 2200.133642 = -59316.274468
  nChanged 3
		SP:Iteration 12Q (64017.320000 sec): 3 clusters
  Score: Raw -61525.231037 + Penalty 2200.133642 = -59325.097394
  nChanged 3
		SP:Iteration 13Q (64017.340000 sec): 3 clusters
  Score: Raw -61533.835285 + Penalty 2200.133642 = -59333.701643
  nChanged 4
		SP:Iteration 14Q (64017.360000 sec): 3 clusters
  Score: Raw -61538.407011 + Penalty 2200.133642 = -59338.273368
  nChanged 3
		SP:Iteration 15Q (64017.390000 sec): 3 clusters
  Score: Raw -61541.510294 + Penalty 2200.133642 = -59341.376652
  nChanged 8
		SP:Iteration 16Q (64017.410000 sec): 3 clusters
  Score: Raw -61553.578123 + Penalty 2200.133642 = -59353.444480
  nChanged 9
		SP:Iteration 17Q (64017.440000 sec): 3 clusters
  Score: Raw -61563.613511 + Penalty 2200.133642 = -59363.479869
  nChanged 2
		SP:Iteration 18Q (64017.460000 sec): 3 clusters
  Score: Raw -61569.327682 + Penalty 2200.133642 = -59369.194039
  nChanged 1
		SP:Iteration 19Q (64017.480000 sec): 3 clusters
  Score: Raw -61570.124561 + Penalty 2200.133642 = -59369.990919
  nChanged 0
		SP:Iteration 20F (64017.510000 sec): 3 clusters
  Score: Raw -61570.124561 + Penalty 2200.133642 = -59369.990919
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (2255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64017.600000 sec): 2 clusters
  Score: Raw -188999.767647 + Penalty 1254.647103 = -187745.120543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64017.780000 sec): 3 clusters
  Score: Raw -188028.253740 + Penalty 2509.294207 = -185518.959533
  nChanged 831
		SP:Iteration 1F (64017.960000 sec): 3 clusters
  Score: Raw -188603.006960 + Penalty 2509.294207 = -186093.712753
  nChanged 169
		SP:Iteration 2F (64018.130000 sec): 3 clusters
  Score: Raw -188730.573785 + Penalty 2509.294207 = -186221.279578
  nChanged 116
		SP:Iteration 3F (64018.310000 sec): 3 clusters
  Score: Raw -188813.470059 + Penalty 2509.294207 = -186304.175852
  nChanged 97
		SP:Iteration 4Q (64018.480000 sec): 3 clusters
  Score: Raw -188901.543613 + Penalty 2509.294207 = -186392.249406
  nChanged 87
		SP:Iteration 5Q (64018.660000 sec): 3 clusters
  Score: Raw -188973.909024 + Penalty 2509.294207 = -186464.614817
  nChanged 80
		SP:Iteration 6Q (64018.830000 sec): 3 clusters
  Score: Raw -189023.969073 + Penalty 2509.294207 = -186514.674866
  nChanged 54
		SP:Iteration 7Q (64019.010000 sec): 3 clusters
  Score: Raw -189063.655523 + Penalty 2509.294207 = -186554.361316
  nChanged 55
		SP:Iteration 8Q (64019.180000 sec): 3 clusters
  Score: Raw -189105.706336 + Penalty 2509.294207 = -186596.412129
  nChanged 53
		SP:Iteration 9Q (64019.360000 sec): 3 clusters
  Score: Raw -189141.989112 + Penalty 2509.294207 = -186632.694905
  nChanged 44
		SP:Iteration 10Q (64019.540000 sec): 3 clusters
  Score: Raw -189169.544410 + Penalty 2509.294207 = -186660.250203
  nChanged 35
		SP:Iteration 11Q (64019.710000 sec): 3 clusters
  Score: Raw -189192.692098 + Penalty 2509.294207 = -186683.397891
  nChanged 33
		SP:Iteration 12Q (64019.890000 sec): 3 clusters
  Score: Raw -189215.118949 + Penalty 2509.294207 = -186705.824742
  nChanged 39
		SP:Iteration 13Q (64020.060000 sec): 3 clusters
  Score: Raw -189240.246194 + Penalty 2509.294207 = -186730.951987
  nChanged 25
		SP:Iteration 14Q (64020.240000 sec): 3 clusters
  Score: Raw -189260.977096 + Penalty 2509.294207 = -186751.682890
  nChanged 30
		SP:Iteration 15Q (64020.410000 sec): 3 clusters
  Score: Raw -189284.248581 + Penalty 2509.294207 = -186774.954374
  nChanged 26
		SP:Iteration 16Q (64020.570000 sec): 3 clusters
  Score: Raw -189302.710986 + Penalty 2509.294207 = -186793.416779
  nChanged 24
		SP:Iteration 17Q (64020.740000 sec): 3 clusters
  Score: Raw -189316.538578 + Penalty 2509.294207 = -186807.244371
  nChanged 17
		SP:Iteration 18Q (64020.900000 sec): 3 clusters
  Score: Raw -189328.254677 + Penalty 2509.294207 = -186818.960470
  nChanged 17
		SP:Iteration 19Q (64021.060000 sec): 3 clusters
  Score: Raw -189342.310130 + Penalty 2509.294207 = -186833.015923
  nChanged 21
		SP:Iteration 20F (64021.230000 sec): 3 clusters
  Score: Raw -189358.177328 + Penalty 2509.294207 = -186848.883121
  nChanged 23
		SP:Iteration 21Q (64021.390000 sec): 3 clusters
  Score: Raw -189378.727919 + Penalty 2509.294207 = -186869.433712
  nChanged 31
		SP:Iteration 22Q (64021.560000 sec): 3 clusters
  Score: Raw -189405.135038 + Penalty 2509.294207 = -186895.840832
  nChanged 32
		SP:Iteration 23Q (64021.720000 sec): 3 clusters
  Score: Raw -189428.070601 + Penalty 2509.294207 = -186918.776394
  nChanged 27
		SP:Iteration 24Q (64021.880000 sec): 3 clusters
  Score: Raw -189450.047922 + Penalty 2509.294207 = -186940.753716
  nChanged 29
		SP:Iteration 25Q (64022.040000 sec): 3 clusters
  Score: Raw -189475.235713 + Penalty 2509.294207 = -186965.941507
  nChanged 31
		SP:Iteration 26Q (64022.210000 sec): 3 clusters
  Score: Raw -189497.367893 + Penalty 2509.294207 = -186988.073686
  nChanged 27
		SP:Iteration 27Q (64022.370000 sec): 3 clusters
  Score: Raw -189518.392495 + Penalty 2509.294207 = -187009.098288
  nChanged 38
		SP:Iteration 28Q (64022.540000 sec): 3 clusters
  Score: Raw -189541.774620 + Penalty 2509.294207 = -187032.480413
  nChanged 27
		SP:Iteration 29Q (64022.700000 sec): 3 clusters
  Score: Raw -189557.042118 + Penalty 2509.294207 = -187047.747911
  nChanged 17
		SP:Iteration 30Q (64022.860000 sec): 3 clusters
  Score: Raw -189565.817544 + Penalty 2509.294207 = -187056.523337
  nChanged 11
		SP:Iteration 31Q (64023.030000 sec): 3 clusters
  Score: Raw -189573.334299 + Penalty 2509.294207 = -187064.040092
  nChanged 9
		SP:Iteration 32Q (64023.190000 sec): 3 clusters
  Score: Raw -189577.437375 + Penalty 2509.294207 = -187068.143168
  nChanged 2
		SP:Iteration 33Q (64023.360000 sec): 3 clusters
  Score: Raw -189578.807392 + Penalty 2509.294207 = -187069.513185
  nChanged 3
		SP:Iteration 34Q (64023.520000 sec): 3 clusters
  Score: Raw -189580.161823 + Penalty 2509.294207 = -187070.867616
  nChanged 6
		SP:Iteration 35Q (64023.680000 sec): 3 clusters
  Score: Raw -189583.453515 + Penalty 2509.294207 = -187074.159308
  nChanged 9
		SP:Iteration 36Q (64023.840000 sec): 3 clusters
  Score: Raw -189587.161584 + Penalty 2509.294207 = -187077.867377
  nChanged 6
		SP:Iteration 37Q (64024.010000 sec): 3 clusters
  Score: Raw -189589.963272 + Penalty 2509.294207 = -187080.669065
  nChanged 6
		SP:Iteration 38Q (64024.170000 sec): 3 clusters
  Score: Raw -189592.627328 + Penalty 2509.294207 = -187083.333121
  nChanged 9
		SP:Iteration 39Q (64024.340000 sec): 3 clusters
  Score: Raw -189595.910067 + Penalty 2509.294207 = -187086.615861
  nChanged 4
		SP:Iteration 40F (64024.470000 sec): 3 clusters
  Score: Raw -189598.570097 + Penalty 2509.294207 = -187089.275890
  nChanged 4
		SP:Iteration 41Q (64024.510000 sec): 3 clusters
  Score: Raw -189600.370023 + Penalty 2509.294207 = -187091.075816
  nChanged 3
		SP:Iteration 42Q (64024.550000 sec): 3 clusters
  Score: Raw -189601.781648 + Penalty 2509.294207 = -187092.487441
  nChanged 3
		SP:Iteration 43Q (64024.600000 sec): 3 clusters
  Score: Raw -189602.417335 + Penalty 2509.294207 = -187093.123128
  nChanged 2
		SP:Iteration 44Q (64024.640000 sec): 3 clusters
  Score: Raw -189602.764125 + Penalty 2509.294207 = -187093.469918
  nChanged 3
		SP:Iteration 45Q (64024.680000 sec): 3 clusters
  Score: Raw -189604.423333 + Penalty 2509.294207 = -187095.129126
  nChanged 4
		SP:Iteration 46Q (64024.720000 sec): 3 clusters
  Score: Raw -189607.285062 + Penalty 2509.294207 = -187097.990855
  nChanged 7
		SP:Iteration 47Q (64024.760000 sec): 3 clusters
  Score: Raw -189610.271831 + Penalty 2509.294207 = -187100.977624
  nChanged 6
		SP:Iteration 48Q (64024.800000 sec): 3 clusters
  Score: Raw -189612.390927 + Penalty 2509.294207 = -187103.096720
  nChanged 3
		SP:Iteration 49Q (64024.850000 sec): 3 clusters
  Score: Raw -189613.868300 + Penalty 2509.294207 = -187104.574093
  nChanged 2
		SP:Iteration 50Q (64024.890000 sec): 3 clusters
  Score: Raw -189614.311369 + Penalty 2509.294207 = -187105.017163
  nChanged 1
		SP:Iteration 51Q (64024.930000 sec): 3 clusters
  Score: Raw -189614.391942 + Penalty 2509.294207 = -187105.097735
  nChanged 0
		SP:Iteration 52F (64024.970000 sec): 3 clusters
  Score: Raw -189614.391942 + Penalty 2509.294207 = -187105.097735
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (6022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64025.100000 sec): 2 clusters
  Score: Raw -488263.033152 + Penalty 1414.265890 = -486848.767262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64025.300000 sec): 3 clusters
  Score: Raw -485023.564509 + Penalty 2828.531780 = -482195.032729
  nChanged 2501
		SP:Iteration 1F (64025.470000 sec): 3 clusters
  Score: Raw -486542.351611 + Penalty 2828.531780 = -483713.819831
  nChanged 502
		SP:Iteration 2F (64025.640000 sec): 3 clusters
  Score: Raw -486860.991340 + Penalty 2828.531780 = -484032.459560
  nChanged 387
		SP:Iteration 3F (64025.800000 sec): 3 clusters
  Score: Raw -487109.613849 + Penalty 2828.531780 = -484281.082068
  nChanged 320
		SP:Iteration 4F (64025.970000 sec): 3 clusters
  Score: Raw -487272.372392 + Penalty 2828.531780 = -484443.840611
  nChanged 247
		SP:Iteration 5Q (64026.140000 sec): 3 clusters
  Score: Raw -487405.277871 + Penalty 2828.531780 = -484576.746091
  nChanged 212
		SP:Iteration 6Q (64026.310000 sec): 3 clusters
  Score: Raw -487509.397478 + Penalty 2828.531780 = -484680.865698
  nChanged 186
		SP:Iteration 7Q (64026.470000 sec): 3 clusters
  Score: Raw -487594.141770 + Penalty 2828.531780 = -484765.609990
  nChanged 168
		SP:Iteration 8Q (64026.640000 sec): 3 clusters
  Score: Raw -487661.943712 + Penalty 2828.531780 = -484833.411931
  nChanged 138
		SP:Iteration 9Q (64026.810000 sec): 3 clusters
  Score: Raw -487715.014228 + Penalty 2828.531780 = -484886.482447
  nChanged 119
		SP:Iteration 10Q (64026.970000 sec): 3 clusters
  Score: Raw -487762.520210 + Penalty 2828.531780 = -484933.988429
  nChanged 115
		SP:Iteration 11Q (64027.190000 sec): 3 clusters
  Score: Raw -487798.170999 + Penalty 2828.531780 = -484969.639219
  nChanged 80
		SP:Iteration 12Q (64027.350000 sec): 3 clusters
  Score: Raw -487820.295379 + Penalty 2828.531780 = -484991.763598
  nChanged 76
		SP:Iteration 13Q (64027.520000 sec): 3 clusters
  Score: Raw -487843.503676 + Penalty 2828.531780 = -485014.971895
  nChanged 69
		SP:Iteration 14Q (64027.690000 sec): 3 clusters
  Score: Raw -487864.864783 + Penalty 2828.531780 = -485036.333002
  nChanged 72
		SP:Iteration 15Q (64027.900000 sec): 3 clusters
  Score: Raw -487889.092254 + Penalty 2828.531780 = -485060.560474
  nChanged 66
		SP:Iteration 16Q (64028.070000 sec): 3 clusters
  Score: Raw -487909.390473 + Penalty 2828.531780 = -485080.858693
  nChanged 61
		SP:Iteration 17Q (64028.230000 sec): 3 clusters
  Score: Raw -487927.487468 + Penalty 2828.531780 = -485098.955688
  nChanged 61
		SP:Iteration 18Q (64028.420000 sec): 3 clusters
  Score: Raw -487949.539330 + Penalty 2828.531780 = -485121.007550
  nChanged 73
		SP:Iteration 19Q (64028.610000 sec): 3 clusters
  Score: Raw -487979.089756 + Penalty 2828.531780 = -485150.557975
  nChanged 72
		SP:Iteration 20F (64028.830000 sec): 3 clusters
  Score: Raw -488011.040642 + Penalty 2828.531780 = -485182.508862
  nChanged 78
		SP:Iteration 21Q (64029.010000 sec): 3 clusters
  Score: Raw -488050.238372 + Penalty 2828.531780 = -485221.706592
  nChanged 88
		SP:Iteration 22Q (64029.180000 sec): 3 clusters
  Score: Raw -488082.285987 + Penalty 2828.531780 = -485253.754206
  nChanged 92
		SP:Iteration 23Q (64029.350000 sec): 3 clusters
  Score: Raw -488121.868503 + Penalty 2828.531780 = -485293.336722
  nChanged 89
		SP:Iteration 24Q (64029.520000 sec): 3 clusters
  Score: Raw -488171.560677 + Penalty 2828.531780 = -485343.028897
  nChanged 118
		SP:Iteration 25Q (64029.680000 sec): 3 clusters
  Score: Raw -488230.665075 + Penalty 2828.531780 = -485402.133294
  nChanged 110
		SP:Iteration 26Q (64029.840000 sec): 3 clusters
  Score: Raw -488290.596811 + Penalty 2828.531780 = -485462.065030
  nChanged 119
		SP:Iteration 27Q (64030.010000 sec): 3 clusters
  Score: Raw -488352.064353 + Penalty 2828.531780 = -485523.532572
  nChanged 124
		SP:Iteration 28Q (64030.180000 sec): 3 clusters
  Score: Raw -488428.510244 + Penalty 2828.531780 = -485599.978464
  nChanged 149
		SP:Iteration 29Q (64030.340000 sec): 3 clusters
  Score: Raw -488516.221053 + Penalty 2828.531780 = -485687.689273
  nChanged 128
		SP:Iteration 30Q (64030.500000 sec): 3 clusters
  Score: Raw -488597.562811 + Penalty 2828.531780 = -485769.031030
  nChanged 121
		SP:Iteration 31Q (64030.670000 sec): 3 clusters
  Score: Raw -488666.036216 + Penalty 2828.531780 = -485837.504435
  nChanged 103
		SP:Iteration 32Q (64030.880000 sec): 3 clusters
  Score: Raw -488716.689292 + Penalty 2828.531780 = -485888.157512
  nChanged 92
		SP:Iteration 33Q (64031.050000 sec): 3 clusters
  Score: Raw -488769.427199 + Penalty 2828.531780 = -485940.895418
  nChanged 77
		SP:Iteration 34Q (64031.210000 sec): 3 clusters
  Score: Raw -488805.055022 + Penalty 2828.531780 = -485976.523242
  nChanged 69
		SP:Iteration 35Q (64031.380000 sec): 3 clusters
  Score: Raw -488830.615515 + Penalty 2828.531780 = -486002.083735
  nChanged 60
		SP:Iteration 36Q (64031.540000 sec): 3 clusters
  Score: Raw -488853.373725 + Penalty 2828.531780 = -486024.841945
  nChanged 47
		SP:Iteration 37Q (64031.710000 sec): 3 clusters
  Score: Raw -488871.178985 + Penalty 2828.531780 = -486042.647205
  nChanged 46
		SP:Iteration 38Q (64031.880000 sec): 3 clusters
  Score: Raw -488886.806850 + Penalty 2828.531780 = -486058.275069
  nChanged 41
		SP:Iteration 39Q (64032.040000 sec): 3 clusters
  Score: Raw -488900.812494 + Penalty 2828.531780 = -486072.280714
  nChanged 38
		SP:Iteration 40F (64032.250000 sec): 3 clusters
  Score: Raw -488910.901254 + Penalty 2828.531780 = -486082.369473
  nChanged 23
		SP:Iteration 41Q (64032.420000 sec): 3 clusters
  Score: Raw -488916.780309 + Penalty 2828.531780 = -486088.248529
  nChanged 19
		SP:Iteration 42Q (64032.580000 sec): 3 clusters
  Score: Raw -488921.665012 + Penalty 2828.531780 = -486093.133231
  nChanged 17
		SP:Iteration 43Q (64032.740000 sec): 3 clusters
  Score: Raw -488926.783533 + Penalty 2828.531780 = -486098.251753
  nChanged 19
		SP:Iteration 44Q (64032.910000 sec): 3 clusters
  Score: Raw -488933.097315 + Penalty 2828.531780 = -486104.565534
  nChanged 17
		SP:Iteration 45Q (64033.010000 sec): 3 clusters
  Score: Raw -488937.999216 + Penalty 2828.531780 = -486109.467435
  nChanged 11
		SP:Iteration 46Q (64033.100000 sec): 3 clusters
  Score: Raw -488941.024604 + Penalty 2828.531780 = -486112.492824
  nChanged 9
		SP:Iteration 47Q (64033.290000 sec): 3 clusters
  Score: Raw -488942.868897 + Penalty 2828.531780 = -486114.337116
  nChanged 6
		SP:Iteration 48Q (64033.450000 sec): 3 clusters
  Score: Raw -488943.540531 + Penalty 2828.531780 = -486115.008751
  nChanged 6
		SP:Iteration 49Q (64033.620000 sec): 3 clusters
  Score: Raw -488944.252752 + Penalty 2828.531780 = -486115.720972
  nChanged 1
		SP:Iteration 50Q (64033.780000 sec): 3 clusters
  Score: Raw -488944.392136 + Penalty 2828.531780 = -486115.860356
  nChanged 0
		SP:Iteration 51F (64033.950000 sec): 3 clusters
  Score: Raw -488944.392136 + Penalty 2828.531780 = -486115.860356
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (7524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64034.080000 sec): 2 clusters
  Score: Raw -677078.619485 + Penalty 1450.451143 = -675628.168342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64034.280000 sec): 3 clusters
  Score: Raw -672978.892007 + Penalty 2900.902287 = -670077.989720
  nChanged 3153
		SP:Iteration 1F (64034.480000 sec): 3 clusters
  Score: Raw -675120.065667 + Penalty 2900.902287 = -672219.163380
  nChanged 725
		SP:Iteration 2F (64034.680000 sec): 3 clusters
  Score: Raw -675850.581100 + Penalty 2900.902287 = -672949.678813
  nChanged 673
		SP:Iteration 3F (64034.880000 sec): 3 clusters
  Score: Raw -676426.570605 + Penalty 2900.902287 = -673525.668318
  nChanged 538
		SP:Iteration 4F (64035.080000 sec): 3 clusters
  Score: Raw -676804.727121 + Penalty 2900.902287 = -673903.824835
  nChanged 393
		SP:Iteration 5F (64035.280000 sec): 3 clusters
  Score: Raw -677060.980398 + Penalty 2900.902287 = -674160.078111
  nChanged 301
		SP:Iteration 6Q (64035.480000 sec): 3 clusters
  Score: Raw -677262.952695 + Penalty 2900.902287 = -674362.050408
  nChanged 269
		SP:Iteration 7Q (64035.670000 sec): 3 clusters
  Score: Raw -677426.581283 + Penalty 2900.902287 = -674525.678996
  nChanged 207
		SP:Iteration 8Q (64035.870000 sec): 3 clusters
  Score: Raw -677528.002613 + Penalty 2900.902287 = -674627.100326
  nChanged 180
		SP:Iteration 9Q (64036.070000 sec): 3 clusters
  Score: Raw -677616.573097 + Penalty 2900.902287 = -674715.670810
  nChanged 153
		SP:Iteration 10Q (64036.270000 sec): 3 clusters
  Score: Raw -677679.425067 + Penalty 2900.902287 = -674778.522780
  nChanged 132
		SP:Iteration 11Q (64036.470000 sec): 3 clusters
  Score: Raw -677726.688742 + Penalty 2900.902287 = -674825.786455
  nChanged 80
		SP:Iteration 12Q (64036.670000 sec): 3 clusters
  Score: Raw -677755.217919 + Penalty 2900.902287 = -674854.315632
  nChanged 64
		SP:Iteration 13Q (64036.870000 sec): 3 clusters
  Score: Raw -677778.356863 + Penalty 2900.902287 = -674877.454576
  nChanged 56
		SP:Iteration 14Q (64037.070000 sec): 3 clusters
  Score: Raw -677796.624740 + Penalty 2900.902287 = -674895.722453
  nChanged 54
		SP:Iteration 15Q (64037.270000 sec): 3 clusters
  Score: Raw -677815.904778 + Penalty 2900.902287 = -674915.002492
  nChanged 52
		SP:Iteration 16Q (64037.470000 sec): 3 clusters
  Score: Raw -677835.340344 + Penalty 2900.902287 = -674934.438058
  nChanged 50
		SP:Iteration 17Q (64037.660000 sec): 3 clusters
  Score: Raw -677850.454461 + Penalty 2900.902287 = -674949.552175
  nChanged 41
		SP:Iteration 18Q (64037.770000 sec): 3 clusters
  Score: Raw -677860.213419 + Penalty 2900.902287 = -674959.311132
  nChanged 24
		SP:Iteration 19Q (64037.890000 sec): 3 clusters
  Score: Raw -677865.898423 + Penalty 2900.902287 = -674964.996136
  nChanged 21
		SP:Iteration 20F (64038.010000 sec): 3 clusters
  Score: Raw -677870.286207 + Penalty 2900.902287 = -674969.383920
  nChanged 16
		SP:Iteration 21Q (64038.120000 sec): 3 clusters
  Score: Raw -677873.446386 + Penalty 2900.902287 = -674972.544099
  nChanged 16
		SP:Iteration 22Q (64038.240000 sec): 3 clusters
  Score: Raw -677876.831755 + Penalty 2900.902287 = -674975.929468
  nChanged 18
		SP:Iteration 23Q (64038.360000 sec): 3 clusters
  Score: Raw -677879.942692 + Penalty 2900.902287 = -674979.040405
  nChanged 13
		SP:Iteration 24Q (64038.570000 sec): 3 clusters
  Score: Raw -677883.338044 + Penalty 2900.902287 = -674982.435757
  nChanged 16
		SP:Iteration 25Q (64038.770000 sec): 3 clusters
  Score: Raw -677887.011236 + Penalty 2900.902287 = -674986.108949
  nChanged 13
		SP:Iteration 26Q (64038.980000 sec): 3 clusters
  Score: Raw -677889.607220 + Penalty 2900.902287 = -674988.704933
  nChanged 7
		SP:Iteration 27Q (64039.190000 sec): 3 clusters
  Score: Raw -677891.008488 + Penalty 2900.902287 = -674990.106201
  nChanged 4
		SP:Iteration 28Q (64039.390000 sec): 3 clusters
  Score: Raw -677892.343002 + Penalty 2900.902287 = -674991.440715
  nChanged 3
		SP:Iteration 29Q (64039.590000 sec): 3 clusters
  Score: Raw -677892.836125 + Penalty 2900.902287 = -674991.933838
  nChanged 4
		SP:Iteration 30Q (64039.790000 sec): 3 clusters
  Score: Raw -677893.452187 + Penalty 2900.902287 = -674992.549900
  nChanged 3
		SP:Iteration 31Q (64039.980000 sec): 3 clusters
  Score: Raw -677894.533434 + Penalty 2900.902287 = -674993.631147
  nChanged 2
		SP:Iteration 32Q (64040.180000 sec): 3 clusters
  Score: Raw -677895.103858 + Penalty 2900.902287 = -674994.201571
  nChanged 3
		SP:Iteration 33Q (64040.380000 sec): 3 clusters
  Score: Raw -677895.602199 + Penalty 2900.902287 = -674994.699912
  nChanged 2
		SP:Iteration 34Q (64040.580000 sec): 3 clusters
  Score: Raw -677896.128579 + Penalty 2900.902287 = -674995.226292
  nChanged 3
		SP:Iteration 35Q (64040.740000 sec): 3 clusters
  Score: Raw -677896.834823 + Penalty 2900.902287 = -674995.932536
  nChanged 1
		SP:Iteration 36Q (64040.940000 sec): 3 clusters
  Score: Raw -677897.223455 + Penalty 2900.902287 = -674996.321168
  nChanged 2
		SP:Iteration 37Q (64041.140000 sec): 3 clusters
  Score: Raw -677897.672200 + Penalty 2900.902287 = -674996.769913
  nChanged 2
		SP:Iteration 38Q (64041.340000 sec): 3 clusters
  Score: Raw -677897.887451 + Penalty 2900.902287 = -674996.985164
  nChanged 2
		SP:Iteration 39Q (64041.560000 sec): 3 clusters
  Score: Raw -677898.458996 + Penalty 2900.902287 = -674997.556709
  nChanged 1
		SP:Iteration 40F (64041.740000 sec): 3 clusters
  Score: Raw -677898.542959 + Penalty 2900.902287 = -674997.640672
  nChanged 1
		SP:Iteration 41Q (64041.940000 sec): 3 clusters
  Score: Raw -677898.641994 + Penalty 2900.902287 = -674997.739707
  nChanged 0
		SP:Iteration 42F (64042.140000 sec): 3 clusters
  Score: Raw -677898.641994 + Penalty 2900.902287 = -674997.739707
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (5430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64042.240000 sec): 2 clusters
  Score: Raw -461185.199709 + Penalty 1397.450342 = -459787.749367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64042.420000 sec): 3 clusters
  Score: Raw -458384.043064 + Penalty 2794.900684 = -455589.142380
  nChanged 2276
		SP:Iteration 1F (64042.590000 sec): 3 clusters
  Score: Raw -460159.887981 + Penalty 2794.900684 = -457364.987297
  nChanged 568
		SP:Iteration 2F (64042.760000 sec): 3 clusters
  Score: Raw -460816.215126 + Penalty 2794.900684 = -458021.314442
  nChanged 436
		SP:Iteration 3F (64043.000000 sec): 3 clusters
  Score: Raw -461268.161422 + Penalty 2794.900684 = -458473.260738
  nChanged 340
		SP:Iteration 4F (64043.190000 sec): 3 clusters
  Score: Raw -461581.514441 + Penalty 2794.900684 = -458786.613756
  nChanged 283
		SP:Iteration 5F (64043.360000 sec): 3 clusters
  Score: Raw -461838.472490 + Penalty 2794.900684 = -459043.571806
  nChanged 262
		SP:Iteration 6Q (64043.540000 sec): 3 clusters
  Score: Raw -462064.935505 + Penalty 2794.900684 = -459270.034821
  nChanged 220
		SP:Iteration 7Q (64043.710000 sec): 3 clusters
  Score: Raw -462220.434675 + Penalty 2794.900684 = -459425.533990
  nChanged 188
		SP:Iteration 8Q (64043.880000 sec): 3 clusters
  Score: Raw -462329.516136 + Penalty 2794.900684 = -459534.615452
  nChanged 152
		SP:Iteration 9Q (64044.050000 sec): 3 clusters
  Score: Raw -462405.154164 + Penalty 2794.900684 = -459610.253480
  nChanged 114
		SP:Iteration 10Q (64044.220000 sec): 3 clusters
  Score: Raw -462449.919425 + Penalty 2794.900684 = -459655.018741
  nChanged 88
		SP:Iteration 11Q (64044.400000 sec): 3 clusters
  Score: Raw -462480.062400 + Penalty 2794.900684 = -459685.161716
  nChanged 59
		SP:Iteration 12Q (64044.570000 sec): 3 clusters
  Score: Raw -462493.702547 + Penalty 2794.900684 = -459698.801863
  nChanged 39
		SP:Iteration 13Q (64044.740000 sec): 3 clusters
  Score: Raw -462503.488081 + Penalty 2794.900684 = -459708.587397
  nChanged 33
		SP:Iteration 14Q (64044.910000 sec): 3 clusters
  Score: Raw -462520.212853 + Penalty 2794.900684 = -459725.312169
  nChanged 25
		SP:Iteration 15Q (64045.080000 sec): 3 clusters
  Score: Raw -462526.556065 + Penalty 2794.900684 = -459731.655381
  nChanged 20
		SP:Iteration 16Q (64045.260000 sec): 3 clusters
  Score: Raw -462532.750163 + Penalty 2794.900684 = -459737.849479
  nChanged 14
		SP:Iteration 17Q (64045.430000 sec): 3 clusters
  Score: Raw -462536.001860 + Penalty 2794.900684 = -459741.101175
  nChanged 8
		SP:Iteration 18Q (64045.600000 sec): 3 clusters
  Score: Raw -462537.956121 + Penalty 2794.900684 = -459743.055437
  nChanged 4
		SP:Iteration 19Q (64045.770000 sec): 3 clusters
  Score: Raw -462538.813043 + Penalty 2794.900684 = -459743.912358
  nChanged 5
		SP:Iteration 20F (64045.940000 sec): 3 clusters
  Score: Raw -462539.341636 + Penalty 2794.900684 = -459744.440952
  nChanged 3
		SP:Iteration 21Q (64046.110000 sec): 3 clusters
  Score: Raw -462539.648096 + Penalty 2794.900684 = -459744.747411
  nChanged 2
		SP:Iteration 22Q (64046.280000 sec): 3 clusters
  Score: Raw -462539.890887 + Penalty 2794.900684 = -459744.990203
  nChanged 0
		SP:Iteration 23F (64046.460000 sec): 3 clusters
  Score: Raw -462539.890887 + Penalty 2794.900684 = -459744.990203
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (3646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64046.550000 sec): 2 clusters
  Score: Raw -300055.041166 + Penalty 1332.725218 = -298722.315948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64046.720000 sec): 3 clusters
  Score: Raw -298214.329069 + Penalty 2665.450435 = -295548.878633
  nChanged 1439
		SP:Iteration 1F (64046.900000 sec): 3 clusters
  Score: Raw -299146.472455 + Penalty 2665.450435 = -296481.022019
  nChanged 327
		SP:Iteration 2F (64047.080000 sec): 3 clusters
  Score: Raw -299382.848201 + Penalty 2665.450435 = -296717.397766
  nChanged 240
		SP:Iteration 3F (64047.250000 sec): 3 clusters
  Score: Raw -299548.309876 + Penalty 2665.450435 = -296882.859441
  nChanged 187
		SP:Iteration 4F (64047.430000 sec): 3 clusters
  Score: Raw -299666.210044 + Penalty 2665.450435 = -297000.759608
  nChanged 144
		SP:Iteration 5Q (64047.600000 sec): 3 clusters
  Score: Raw -299771.886448 + Penalty 2665.450435 = -297106.436012
  nChanged 145
		SP:Iteration 6Q (64047.780000 sec): 3 clusters
  Score: Raw -299883.625854 + Penalty 2665.450435 = -297218.175418
  nChanged 130
		SP:Iteration 7Q (64047.950000 sec): 3 clusters
  Score: Raw -299986.046848 + Penalty 2665.450435 = -297320.596412
  nChanged 128
		SP:Iteration 8Q (64048.130000 sec): 3 clusters
  Score: Raw -300077.743388 + Penalty 2665.450435 = -297412.292953
  nChanged 114
		SP:Iteration 9Q (64048.300000 sec): 3 clusters
  Score: Raw -300142.738212 + Penalty 2665.450435 = -297477.287777
  nChanged 98
		SP:Iteration 10Q (64048.480000 sec): 3 clusters
  Score: Raw -300191.719896 + Penalty 2665.450435 = -297526.269461
  nChanged 78
		SP:Iteration 11Q (64048.660000 sec): 3 clusters
  Score: Raw -300233.437222 + Penalty 2665.450435 = -297567.986786
  nChanged 74
		SP:Iteration 12Q (64048.830000 sec): 3 clusters
  Score: Raw -300273.280826 + Penalty 2665.450435 = -297607.830391
  nChanged 62
		SP:Iteration 13Q (64049.010000 sec): 3 clusters
  Score: Raw -300303.039395 + Penalty 2665.450435 = -297637.588960
  nChanged 48
		SP:Iteration 14Q (64049.180000 sec): 3 clusters
  Score: Raw -300322.765609 + Penalty 2665.450435 = -297657.315174
  nChanged 33
		SP:Iteration 15Q (64049.340000 sec): 3 clusters
  Score: Raw -300337.560049 + Penalty 2665.450435 = -297672.109614
  nChanged 36
		SP:Iteration 16Q (64049.420000 sec): 3 clusters
  Score: Raw -300357.301876 + Penalty 2665.450435 = -297691.851441
  nChanged 33
		SP:Iteration 17Q (64049.490000 sec): 3 clusters
  Score: Raw -300374.276871 + Penalty 2665.450435 = -297708.826435
  nChanged 30
		SP:Iteration 18Q (64049.560000 sec): 3 clusters
  Score: Raw -300388.701059 + Penalty 2665.450435 = -297723.250624
  nChanged 18
		SP:Iteration 19Q (64049.640000 sec): 3 clusters
  Score: Raw -300396.003252 + Penalty 2665.450435 = -297730.552817
  nChanged 18
		SP:Iteration 20F (64049.710000 sec): 3 clusters
  Score: Raw -300402.132428 + Penalty 2665.450435 = -297736.681992
  nChanged 15
		SP:Iteration 21Q (64049.790000 sec): 3 clusters
  Score: Raw -300408.038070 + Penalty 2665.450435 = -297742.587635
  nChanged 15
		SP:Iteration 22Q (64049.860000 sec): 3 clusters
  Score: Raw -300413.858904 + Penalty 2665.450435 = -297748.408469
  nChanged 10
		SP:Iteration 23Q (64049.940000 sec): 3 clusters
  Score: Raw -300417.313722 + Penalty 2665.450435 = -297751.863287
  nChanged 10
		SP:Iteration 24Q (64050.010000 sec): 3 clusters
  Score: Raw -300419.440711 + Penalty 2665.450435 = -297753.990275
  nChanged 5
		SP:Iteration 25Q (64050.150000 sec): 3 clusters
  Score: Raw -300420.405918 + Penalty 2665.450435 = -297754.955483
  nChanged 6
		SP:Iteration 26Q (64050.220000 sec): 3 clusters
  Score: Raw -300422.549881 + Penalty 2665.450435 = -297757.099446
  nChanged 7
		SP:Iteration 27Q (64050.300000 sec): 3 clusters
  Score: Raw -300425.108498 + Penalty 2665.450435 = -297759.658062
  nChanged 13
		SP:Iteration 28Q (64050.370000 sec): 3 clusters
  Score: Raw -300429.378679 + Penalty 2665.450435 = -297763.928243
  nChanged 13
		SP:Iteration 29Q (64050.440000 sec): 3 clusters
  Score: Raw -300434.013404 + Penalty 2665.450435 = -297768.562969
  nChanged 14
		SP:Iteration 30Q (64050.520000 sec): 3 clusters
  Score: Raw -300437.502886 + Penalty 2665.450435 = -297772.052450
  nChanged 13
		SP:Iteration 31Q (64050.590000 sec): 3 clusters
  Score: Raw -300442.619443 + Penalty 2665.450435 = -297777.169008
  nChanged 13
		SP:Iteration 32Q (64050.670000 sec): 3 clusters
  Score: Raw -300446.721352 + Penalty 2665.450435 = -297781.270917
  nChanged 12
		SP:Iteration 33Q (64050.740000 sec): 3 clusters
  Score: Raw -300452.520467 + Penalty 2665.450435 = -297787.070032
  nChanged 20
		SP:Iteration 34Q (64050.820000 sec): 3 clusters
  Score: Raw -300461.315290 + Penalty 2665.450435 = -297795.864855
  nChanged 24
		SP:Iteration 35Q (64050.890000 sec): 3 clusters
  Score: Raw -300476.686691 + Penalty 2665.450435 = -297811.236255
  nChanged 28
		SP:Iteration 36Q (64050.960000 sec): 3 clusters
  Score: Raw -300490.696821 + Penalty 2665.450435 = -297825.246385
  nChanged 27
		SP:Iteration 37Q (64051.040000 sec): 3 clusters
  Score: Raw -300502.654683 + Penalty 2665.450435 = -297837.204247
  nChanged 26
		SP:Iteration 38Q (64051.110000 sec): 3 clusters
  Score: Raw -300515.364130 + Penalty 2665.450435 = -297849.913695
  nChanged 33
		SP:Iteration 39Q (64051.190000 sec): 3 clusters
  Score: Raw -300528.698848 + Penalty 2665.450435 = -297863.248413
  nChanged 18
		SP:Iteration 40F (64051.260000 sec): 3 clusters
  Score: Raw -300536.757824 + Penalty 2665.450435 = -297871.307389
  nChanged 26
		SP:Iteration 41Q (64051.340000 sec): 3 clusters
  Score: Raw -300552.446946 + Penalty 2665.450435 = -297886.996511
  nChanged 19
		SP:Iteration 42Q (64051.410000 sec): 3 clusters
  Score: Raw -300560.904663 + Penalty 2665.450435 = -297895.454228
  nChanged 20
		SP:Iteration 43Q (64051.480000 sec): 3 clusters
  Score: Raw -300569.321333 + Penalty 2665.450435 = -297903.870898
  nChanged 22
		SP:Iteration 44Q (64051.560000 sec): 3 clusters
  Score: Raw -300581.379257 + Penalty 2665.450435 = -297915.928821
  nChanged 20
		SP:Iteration 45Q (64051.630000 sec): 3 clusters
  Score: Raw -300589.096202 + Penalty 2665.450435 = -297923.645766
  nChanged 16
		SP:Iteration 46Q (64051.710000 sec): 3 clusters
  Score: Raw -300596.136421 + Penalty 2665.450435 = -297930.685986
  nChanged 16
		SP:Iteration 47Q (64051.780000 sec): 3 clusters
  Score: Raw -300604.908889 + Penalty 2665.450435 = -297939.458453
  nChanged 24
		SP:Iteration 48Q (64051.860000 sec): 3 clusters
  Score: Raw -300615.300259 + Penalty 2665.450435 = -297949.849824
  nChanged 20
		SP:Iteration 49Q (64051.930000 sec): 3 clusters
  Score: Raw -300623.566700 + Penalty 2665.450435 = -297958.116265
  nChanged 15
		SP:Iteration 50Q (64052.000000 sec): 3 clusters
  Score: Raw -300629.111860 + Penalty 2665.450435 = -297963.661425
  nChanged 11
		SP:Iteration 51Q (64052.080000 sec): 3 clusters
  Score: Raw -300635.096232 + Penalty 2665.450435 = -297969.645797
  nChanged 13
		SP:Iteration 52Q (64052.150000 sec): 3 clusters
  Score: Raw -300641.091190 + Penalty 2665.450435 = -297975.640755
  nChanged 12
		SP:Iteration 53Q (64052.220000 sec): 3 clusters
  Score: Raw -300646.190889 + Penalty 2665.450435 = -297980.740454
  nChanged 14
		SP:Iteration 54Q (64052.340000 sec): 3 clusters
  Score: Raw -300655.491759 + Penalty 2665.450435 = -297990.041324
  nChanged 12
		SP:Iteration 55Q (64052.410000 sec): 3 clusters
  Score: Raw -300661.204692 + Penalty 2665.450435 = -297995.754257
  nChanged 13
		SP:Iteration 56Q (64052.480000 sec): 3 clusters
  Score: Raw -300666.002368 + Penalty 2665.450435 = -298000.551932
  nChanged 7
		SP:Iteration 57Q (64052.560000 sec): 3 clusters
  Score: Raw -300667.924874 + Penalty 2665.450435 = -298002.474439
  nChanged 8
		SP:Iteration 58Q (64052.640000 sec): 3 clusters
  Score: Raw -300671.939495 + Penalty 2665.450435 = -298006.489059
  nChanged 6
		SP:Iteration 59Q (64052.710000 sec): 3 clusters
  Score: Raw -300673.444076 + Penalty 2665.450435 = -298007.993641
  nChanged 4
		SP:Iteration 60F (64052.780000 sec): 3 clusters
  Score: Raw -300674.488118 + Penalty 2665.450435 = -298009.037682
  nChanged 7
		SP:Iteration 61Q (64052.860000 sec): 3 clusters
  Score: Raw -300676.694328 + Penalty 2665.450435 = -298011.243893
  nChanged 2
		SP:Iteration 62Q (64052.930000 sec): 3 clusters
  Score: Raw -300677.209038 + Penalty 2665.450435 = -298011.758602
  nChanged 0
		SP:Iteration 63F (64053.000000 sec): 3 clusters
  Score: Raw -300677.209038 + Penalty 2665.450435 = -298011.758602
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64053.050000 sec): 2 clusters
  Score: Raw -57838.204902 + Penalty 1066.167483 = -56772.037419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64053.080000 sec): 3 clusters
  Score: Raw -57650.415705 + Penalty 2132.334966 = -55518.080739
  nChanged 188
		SP:Iteration 1F (64053.100000 sec): 3 clusters
  Score: Raw -57848.995907 + Penalty 2132.334966 = -55716.660941
  nChanged 51
		SP:Iteration 2F (64053.120000 sec): 3 clusters
  Score: Raw -57920.003199 + Penalty 2132.334966 = -55787.668233
  nChanged 29
		SP:Iteration 3Q (64053.150000 sec): 3 clusters
  Score: Raw -57977.839998 + Penalty 2132.334966 = -55845.505032
  nChanged 20
		SP:Iteration 4Q (64053.170000 sec): 3 clusters
  Score: Raw -58010.236678 + Penalty 2132.334966 = -55877.901711
  nChanged 19
		SP:Iteration 5Q (64053.190000 sec): 3 clusters
  Score: Raw -58049.694023 + Penalty 2132.334966 = -55917.359057
  nChanged 12
		SP:Iteration 6Q (64053.220000 sec): 3 clusters
  Score: Raw -58070.451187 + Penalty 2132.334966 = -55938.116221
  nChanged 5
		SP:Iteration 7Q (64053.240000 sec): 3 clusters
  Score: Raw -58080.920330 + Penalty 2132.334966 = -55948.585364
  nChanged 12
		SP:Iteration 8Q (64053.260000 sec): 3 clusters
  Score: Raw -58104.040553 + Penalty 2132.334966 = -55971.705587
  nChanged 10
		SP:Iteration 9Q (64053.280000 sec): 3 clusters
  Score: Raw -58130.344875 + Penalty 2132.334966 = -55998.009909
  nChanged 15
		SP:Iteration 10Q (64053.310000 sec): 3 clusters
  Score: Raw -58165.377764 + Penalty 2132.334966 = -56033.042797
  nChanged 15
		SP:Iteration 11Q (64053.330000 sec): 3 clusters
  Score: Raw -58200.379846 + Penalty 2132.334966 = -56068.044880
  nChanged 14
		SP:Iteration 12Q (64053.360000 sec): 3 clusters
  Score: Raw -58226.242825 + Penalty 2132.334966 = -56093.907859
  nChanged 15
		SP:Iteration 13Q (64053.380000 sec): 3 clusters
  Score: Raw -58247.588171 + Penalty 2132.334966 = -56115.253204
  nChanged 6
		SP:Iteration 14Q (64053.400000 sec): 3 clusters
  Score: Raw -58253.035303 + Penalty 2132.334966 = -56120.700337
  nChanged 3
		SP:Iteration 15Q (64053.420000 sec): 3 clusters
  Score: Raw -58256.587514 + Penalty 2132.334966 = -56124.252548
  nChanged 2
		SP:Iteration 16Q (64053.450000 sec): 3 clusters
  Score: Raw -58257.981828 + Penalty 2132.334966 = -56125.646862
  nChanged 2
		SP:Iteration 17Q (64053.470000 sec): 3 clusters
  Score: Raw -58258.916589 + Penalty 2132.334966 = -56126.581623
  nChanged 2
		SP:Iteration 18Q (64053.490000 sec): 3 clusters
  Score: Raw -58260.467812 + Penalty 2132.334966 = -56128.132845
  nChanged 0
		SP:Iteration 19F (64053.520000 sec): 3 clusters
  Score: Raw -58260.467812 + Penalty 2132.334966 = -56128.132845
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64053.620000 sec): 2 clusters
  Score: Raw -485762.712557 + Penalty 1407.403913 = -484355.308644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64053.840000 sec): 3 clusters
  Score: Raw -482703.290825 + Penalty 2814.807825 = -479888.482999
  nChanged 2382
		SP:Iteration 1F (64054.010000 sec): 3 clusters
  Score: Raw -484062.653683 + Penalty 2814.807825 = -481247.845858
  nChanged 481
		SP:Iteration 2F (64054.180000 sec): 3 clusters
  Score: Raw -484417.290240 + Penalty 2814.807825 = -481602.482414
  nChanged 407
		SP:Iteration 3F (64054.350000 sec): 3 clusters
  Score: Raw -484741.961938 + Penalty 2814.807825 = -481927.154113
  nChanged 384
		SP:Iteration 4F (64054.520000 sec): 3 clusters
  Score: Raw -485108.100809 + Penalty 2814.807825 = -482293.292983
  nChanged 402
		SP:Iteration 5F (64054.680000 sec): 3 clusters
  Score: Raw -485484.604111 + Penalty 2814.807825 = -482669.796285
  nChanged 360
		SP:Iteration 6F (64054.850000 sec): 3 clusters
  Score: Raw -485808.023197 + Penalty 2814.807825 = -482993.215372
  nChanged 288
		SP:Iteration 7Q (64055.020000 sec): 3 clusters
  Score: Raw -486030.433836 + Penalty 2814.807825 = -483215.626011
  nChanged 207
		SP:Iteration 8Q (64055.190000 sec): 3 clusters
  Score: Raw -486174.219569 + Penalty 2814.807825 = -483359.411744
  nChanged 160
		SP:Iteration 9Q (64055.360000 sec): 3 clusters
  Score: Raw -486266.485122 + Penalty 2814.807825 = -483451.677296
  nChanged 113
		SP:Iteration 10Q (64055.530000 sec): 3 clusters
  Score: Raw -486320.522375 + Penalty 2814.807825 = -483505.714550
  nChanged 87
		SP:Iteration 11Q (64055.700000 sec): 3 clusters
  Score: Raw -486358.848162 + Penalty 2814.807825 = -483544.040336
  nChanged 74
		SP:Iteration 12Q (64055.860000 sec): 3 clusters
  Score: Raw -486391.047960 + Penalty 2814.807825 = -483576.240134
  nChanged 68
		SP:Iteration 13Q (64056.030000 sec): 3 clusters
  Score: Raw -486412.928857 + Penalty 2814.807825 = -483598.121032
  nChanged 57
		SP:Iteration 14Q (64056.200000 sec): 3 clusters
  Score: Raw -486429.212049 + Penalty 2814.807825 = -483614.404223
  nChanged 40
		SP:Iteration 15Q (64056.370000 sec): 3 clusters
  Score: Raw -486442.600988 + Penalty 2814.807825 = -483627.793162
  nChanged 35
		SP:Iteration 16Q (64056.580000 sec): 3 clusters
  Score: Raw -486450.879595 + Penalty 2814.807825 = -483636.071770
  nChanged 24
		SP:Iteration 17Q (64056.750000 sec): 3 clusters
  Score: Raw -486455.231173 + Penalty 2814.807825 = -483640.423348
  nChanged 15
		SP:Iteration 18Q (64056.920000 sec): 3 clusters
  Score: Raw -486458.438211 + Penalty 2814.807825 = -483643.630385
  nChanged 16
		SP:Iteration 19Q (64057.090000 sec): 3 clusters
  Score: Raw -486461.491694 + Penalty 2814.807825 = -483646.683869
  nChanged 9
		SP:Iteration 20F (64057.260000 sec): 3 clusters
  Score: Raw -486462.992923 + Penalty 2814.807825 = -483648.185097
  nChanged 7
		SP:Iteration 21Q (64057.420000 sec): 3 clusters
  Score: Raw -486464.988965 + Penalty 2814.807825 = -483650.181139
  nChanged 8
		SP:Iteration 22Q (64057.590000 sec): 3 clusters
  Score: Raw -486466.842262 + Penalty 2814.807825 = -483652.034436
  nChanged 14
		SP:Iteration 23Q (64057.760000 sec): 3 clusters
  Score: Raw -486469.397556 + Penalty 2814.807825 = -483654.589731
  nChanged 8
		SP:Iteration 24Q (64057.930000 sec): 3 clusters
  Score: Raw -486470.518990 + Penalty 2814.807825 = -483655.711164
  nChanged 8
		SP:Iteration 25Q (64058.100000 sec): 3 clusters
  Score: Raw -486471.891539 + Penalty 2814.807825 = -483657.083713
  nChanged 9
		SP:Iteration 26Q (64058.270000 sec): 3 clusters
  Score: Raw -486474.390138 + Penalty 2814.807825 = -483659.582313
  nChanged 9
		SP:Iteration 27Q (64058.410000 sec): 3 clusters
  Score: Raw -486476.052783 + Penalty 2814.807825 = -483661.244958
  nChanged 8
		SP:Iteration 28Q (64058.510000 sec): 3 clusters
  Score: Raw -486477.664578 + Penalty 2814.807825 = -483662.856753
  nChanged 5
		SP:Iteration 29Q (64058.620000 sec): 3 clusters
  Score: Raw -486478.500771 + Penalty 2814.807825 = -483663.692946
  nChanged 5
		SP:Iteration 30Q (64058.720000 sec): 3 clusters
  Score: Raw -486479.387487 + Penalty 2814.807825 = -483664.579662
  nChanged 4
		SP:Iteration 31Q (64058.820000 sec): 3 clusters
  Score: Raw -486480.061428 + Penalty 2814.807825 = -483665.253603
  nChanged 3
		SP:Iteration 32Q (64059.040000 sec): 3 clusters
  Score: Raw -486480.666425 + Penalty 2814.807825 = -483665.858600
  nChanged 5
		SP:Iteration 33Q (64059.210000 sec): 3 clusters
  Score: Raw -486482.417676 + Penalty 2814.807825 = -483667.609851
  nChanged 9
		SP:Iteration 34Q (64059.320000 sec): 3 clusters
  Score: Raw -486484.716706 + Penalty 2814.807825 = -483669.908881
  nChanged 11
		SP:Iteration 35Q (64059.510000 sec): 3 clusters
  Score: Raw -486486.850329 + Penalty 2814.807825 = -483672.042504
  nChanged 11
		SP:Iteration 36Q (64059.690000 sec): 3 clusters
  Score: Raw -486490.361459 + Penalty 2814.807825 = -483675.553634
  nChanged 10
		SP:Iteration 37Q (64059.850000 sec): 3 clusters
  Score: Raw -486492.204774 + Penalty 2814.807825 = -483677.396948
  nChanged 10
		SP:Iteration 38Q (64060.020000 sec): 3 clusters
  Score: Raw -486494.173848 + Penalty 2814.807825 = -483679.366023
  nChanged 7
		SP:Iteration 39Q (64060.190000 sec): 3 clusters
  Score: Raw -486496.060056 + Penalty 2814.807825 = -483681.252230
  nChanged 13
		SP:Iteration 40F (64060.360000 sec): 3 clusters
  Score: Raw -486498.635676 + Penalty 2814.807825 = -483683.827851
  nChanged 9
		SP:Iteration 41Q (64060.530000 sec): 3 clusters
  Score: Raw -486500.818372 + Penalty 2814.807825 = -483686.010546
  nChanged 8
		SP:Iteration 42Q (64060.690000 sec): 3 clusters
  Score: Raw -486502.402008 + Penalty 2814.807825 = -483687.594182
  nChanged 7
		SP:Iteration 43Q (64060.850000 sec): 3 clusters
  Score: Raw -486503.988743 + Penalty 2814.807825 = -483689.180918
  nChanged 6
		SP:Iteration 44Q (64061.010000 sec): 3 clusters
  Score: Raw -486505.502569 + Penalty 2814.807825 = -483690.694744
  nChanged 11
		SP:Iteration 45Q (64061.120000 sec): 3 clusters
  Score: Raw -486508.009437 + Penalty 2814.807825 = -483693.201612
  nChanged 12
		SP:Iteration 46Q (64061.220000 sec): 3 clusters
  Score: Raw -486510.026620 + Penalty 2814.807825 = -483695.218794
  nChanged 7
		SP:Iteration 47Q (64061.320000 sec): 3 clusters
  Score: Raw -486510.653279 + Penalty 2814.807825 = -483695.845453
  nChanged 2
		SP:Iteration 48Q (64061.490000 sec): 3 clusters
  Score: Raw -486510.856231 + Penalty 2814.807825 = -483696.048405
  nChanged 1
		SP:Iteration 49Q (64061.660000 sec): 3 clusters
  Score: Raw -486511.058136 + Penalty 2814.807825 = -483696.250311
  nChanged 3
		SP:Iteration 50Q (64061.830000 sec): 3 clusters
  Score: Raw -486511.317951 + Penalty 2814.807825 = -483696.510125
  nChanged 2
		SP:Iteration 51Q (64061.990000 sec): 3 clusters
  Score: Raw -486511.493941 + Penalty 2814.807825 = -483696.686115
  nChanged 2
		SP:Iteration 52Q (64062.170000 sec): 3 clusters
  Score: Raw -486511.765225 + Penalty 2814.807825 = -483696.957400
  nChanged 2
		SP:Iteration 53Q (64062.330000 sec): 3 clusters
  Score: Raw -486511.944515 + Penalty 2814.807825 = -483697.136690
  nChanged 2
		SP:Iteration 54Q (64062.510000 sec): 3 clusters
  Score: Raw -486512.102337 + Penalty 2814.807825 = -483697.294512
  nChanged 1
		SP:Iteration 55Q (64062.670000 sec): 3 clusters
  Score: Raw -486512.221217 + Penalty 2814.807825 = -483697.413391
  nChanged 0
		SP:Iteration 56F (64062.850000 sec): 3 clusters
  Score: Raw -486512.221217 + Penalty 2814.807825 = -483697.413391
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (4886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64062.970000 sec): 2 clusters
  Score: Raw -495418.618833 + Penalty 1380.296003 = -494038.322829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64063.150000 sec): 3 clusters
  Score: Raw -492913.999057 + Penalty 2760.592007 = -490153.407050
  nChanged 1972
		SP:Iteration 1F (64063.320000 sec): 3 clusters
  Score: Raw -493972.714128 + Penalty 2760.592007 = -491212.122121
  nChanged 326
		SP:Iteration 2F (64063.500000 sec): 3 clusters
  Score: Raw -494143.771077 + Penalty 2760.592007 = -491383.179070
  nChanged 232
		SP:Iteration 3Q (64063.670000 sec): 3 clusters
  Score: Raw -494250.066642 + Penalty 2760.592007 = -491489.474635
  nChanged 205
		SP:Iteration 4Q (64063.850000 sec): 3 clusters
  Score: Raw -494348.047192 + Penalty 2760.592007 = -491587.455185
  nChanged 168
		SP:Iteration 5Q (64064.030000 sec): 3 clusters
  Score: Raw -494417.969205 + Penalty 2760.592007 = -491657.377198
  nChanged 135
		SP:Iteration 6Q (64064.200000 sec): 3 clusters
  Score: Raw -494469.526303 + Penalty 2760.592007 = -491708.934296
  nChanged 127
		SP:Iteration 7Q (64064.390000 sec): 3 clusters
  Score: Raw -494527.036998 + Penalty 2760.592007 = -491766.444991
  nChanged 141
		SP:Iteration 8Q (64064.580000 sec): 3 clusters
  Score: Raw -494586.162344 + Penalty 2760.592007 = -491825.570337
  nChanged 139
		SP:Iteration 9Q (64064.800000 sec): 3 clusters
  Score: Raw -494653.615027 + Penalty 2760.592007 = -491893.023020
  nChanged 159
		SP:Iteration 10Q (64064.930000 sec): 3 clusters
  Score: Raw -494734.199092 + Penalty 2760.592007 = -491973.607086
  nChanged 154
		SP:Iteration 11Q (64065.090000 sec): 3 clusters
  Score: Raw -494819.127836 + Penalty 2760.592007 = -492058.535829
  nChanged 138
		SP:Iteration 12Q (64065.250000 sec): 3 clusters
  Score: Raw -494893.353028 + Penalty 2760.592007 = -492132.761021
  nChanged 138
		SP:Iteration 13Q (64065.420000 sec): 3 clusters
  Score: Raw -494971.057639 + Penalty 2760.592007 = -492210.465632
  nChanged 144
		SP:Iteration 14Q (64065.620000 sec): 3 clusters
  Score: Raw -495059.715283 + Penalty 2760.592007 = -492299.123276
  nChanged 147
		SP:Iteration 15Q (64065.810000 sec): 3 clusters
  Score: Raw -495148.724748 + Penalty 2760.592007 = -492388.132741
  nChanged 117
		SP:Iteration 16Q (64065.990000 sec): 3 clusters
  Score: Raw -495220.583454 + Penalty 2760.592007 = -492459.991447
  nChanged 90
		SP:Iteration 17Q (64066.160000 sec): 3 clusters
  Score: Raw -495282.208947 + Penalty 2760.592007 = -492521.616940
  nChanged 86
		SP:Iteration 18Q (64066.340000 sec): 3 clusters
  Score: Raw -495347.107129 + Penalty 2760.592007 = -492586.515122
  nChanged 68
		SP:Iteration 19Q (64066.510000 sec): 3 clusters
  Score: Raw -495402.257963 + Penalty 2760.592007 = -492641.665957
  nChanged 65
		SP:Iteration 20F (64066.690000 sec): 3 clusters
  Score: Raw -495453.263016 + Penalty 2760.592007 = -492692.671009
  nChanged 55
		SP:Iteration 21Q (64066.860000 sec): 3 clusters
  Score: Raw -495493.345727 + Penalty 2760.592007 = -492732.753720
  nChanged 41
		SP:Iteration 22Q (64067.040000 sec): 3 clusters
  Score: Raw -495519.909136 + Penalty 2760.592007 = -492759.317130
  nChanged 28
		SP:Iteration 23Q (64067.210000 sec): 3 clusters
  Score: Raw -495538.826408 + Penalty 2760.592007 = -492778.234401
  nChanged 22
		SP:Iteration 24Q (64067.390000 sec): 3 clusters
  Score: Raw -495553.679944 + Penalty 2760.592007 = -492793.087937
  nChanged 20
		SP:Iteration 25Q (64067.560000 sec): 3 clusters
  Score: Raw -495569.058831 + Penalty 2760.592007 = -492808.466824
  nChanged 18
		SP:Iteration 26Q (64067.740000 sec): 3 clusters
  Score: Raw -495581.098707 + Penalty 2760.592007 = -492820.506700
  nChanged 17
		SP:Iteration 27Q (64067.910000 sec): 3 clusters
  Score: Raw -495591.139693 + Penalty 2760.592007 = -492830.547687
  nChanged 15
		SP:Iteration 28Q (64068.090000 sec): 3 clusters
  Score: Raw -495598.818706 + Penalty 2760.592007 = -492838.226699
  nChanged 7
		SP:Iteration 29Q (64068.260000 sec): 3 clusters
  Score: Raw -495603.029901 + Penalty 2760.592007 = -492842.437894
  nChanged 8
		SP:Iteration 30Q (64068.440000 sec): 3 clusters
  Score: Raw -495607.543644 + Penalty 2760.592007 = -492846.951638
  nChanged 7
		SP:Iteration 31Q (64068.610000 sec): 3 clusters
  Score: Raw -495612.159184 + Penalty 2760.592007 = -492851.567178
  nChanged 8
		SP:Iteration 32Q (64068.790000 sec): 3 clusters
  Score: Raw -495618.620234 + Penalty 2760.592007 = -492858.028227
  nChanged 5
		SP:Iteration 33Q (64068.970000 sec): 3 clusters
  Score: Raw -495621.940711 + Penalty 2760.592007 = -492861.348704
  nChanged 4
		SP:Iteration 34Q (64069.140000 sec): 3 clusters
  Score: Raw -495624.367769 + Penalty 2760.592007 = -492863.775762
  nChanged 2
		SP:Iteration 35Q (64069.310000 sec): 3 clusters
  Score: Raw -495625.394952 + Penalty 2760.592007 = -492864.802945
  nChanged 2
		SP:Iteration 36Q (64069.490000 sec): 3 clusters
  Score: Raw -495626.299539 + Penalty 2760.592007 = -492865.707532
  nChanged 3
		SP:Iteration 37Q (64069.670000 sec): 3 clusters
  Score: Raw -495627.337850 + Penalty 2760.592007 = -492866.745844
  nChanged 5
		SP:Iteration 38Q (64069.840000 sec): 3 clusters
  Score: Raw -495630.821863 + Penalty 2760.592007 = -492870.229856
  nChanged 3
		SP:Iteration 39Q (64070.010000 sec): 3 clusters
  Score: Raw -495632.378627 + Penalty 2760.592007 = -492871.786620
  nChanged 1
		SP:Iteration 40F (64070.190000 sec): 3 clusters
  Score: Raw -495633.130554 + Penalty 2760.592007 = -492872.538547
  nChanged 3
		SP:Iteration 41Q (64070.350000 sec): 3 clusters
  Score: Raw -495634.317216 + Penalty 2760.592007 = -492873.725210
  nChanged 0
		SP:Iteration 42F (64070.540000 sec): 3 clusters
  Score: Raw -495634.317216 + Penalty 2760.592007 = -492873.725210
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (2731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64070.650000 sec): 2 clusters
  Score: Raw -260204.369277 + Penalty 1285.768757 = -258918.600520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64070.820000 sec): 3 clusters
  Score: Raw -258930.739384 + Penalty 2571.537514 = -256359.201869
  nChanged 989
		SP:Iteration 1F (64071.000000 sec): 3 clusters
  Score: Raw -259573.232344 + Penalty 2571.537514 = -257001.694829
  nChanged 222
		SP:Iteration 2F (64071.170000 sec): 3 clusters
  Score: Raw -259736.120532 + Penalty 2571.537514 = -257164.583018
  nChanged 157
		SP:Iteration 3F (64071.350000 sec): 3 clusters
  Score: Raw -259862.529989 + Penalty 2571.537514 = -257290.992474
  nChanged 138
		SP:Iteration 4F (64071.520000 sec): 3 clusters
  Score: Raw -259943.596701 + Penalty 2571.537514 = -257372.059186
  nChanged 101
		SP:Iteration 5Q (64071.700000 sec): 3 clusters
  Score: Raw -260006.748311 + Penalty 2571.537514 = -257435.210796
  nChanged 65
		SP:Iteration 6Q (64071.870000 sec): 3 clusters
  Score: Raw -260051.091468 + Penalty 2571.537514 = -257479.553953
  nChanged 76
		SP:Iteration 7Q (64072.050000 sec): 3 clusters
  Score: Raw -260111.580517 + Penalty 2571.537514 = -257540.043002
  nChanged 71
		SP:Iteration 8Q (64072.230000 sec): 3 clusters
  Score: Raw -260151.585807 + Penalty 2571.537514 = -257580.048292
  nChanged 54
		SP:Iteration 9Q (64072.400000 sec): 3 clusters
  Score: Raw -260183.754931 + Penalty 2571.537514 = -257612.217417
  nChanged 46
		SP:Iteration 10Q (64072.590000 sec): 3 clusters
  Score: Raw -260206.262017 + Penalty 2571.537514 = -257634.724502
  nChanged 33
		SP:Iteration 11Q (64072.750000 sec): 3 clusters
  Score: Raw -260221.741527 + Penalty 2571.537514 = -257650.204013
  nChanged 31
		SP:Iteration 12Q (64072.930000 sec): 3 clusters
  Score: Raw -260234.959605 + Penalty 2571.537514 = -257663.422091
  nChanged 23
		SP:Iteration 13Q (64073.110000 sec): 3 clusters
  Score: Raw -260243.396323 + Penalty 2571.537514 = -257671.858808
  nChanged 26
		SP:Iteration 14Q (64073.280000 sec): 3 clusters
  Score: Raw -260258.318017 + Penalty 2571.537514 = -257686.780503
  nChanged 25
		SP:Iteration 15Q (64073.460000 sec): 3 clusters
  Score: Raw -260273.388374 + Penalty 2571.537514 = -257701.850860
  nChanged 24
		SP:Iteration 16Q (64073.630000 sec): 3 clusters
  Score: Raw -260282.775718 + Penalty 2571.537514 = -257711.238204
  nChanged 12
		SP:Iteration 17Q (64073.810000 sec): 3 clusters
  Score: Raw -260287.030853 + Penalty 2571.537514 = -257715.493339
  nChanged 7
		SP:Iteration 18Q (64073.990000 sec): 3 clusters
  Score: Raw -260289.781107 + Penalty 2571.537514 = -257718.243592
  nChanged 6
		SP:Iteration 19Q (64074.160000 sec): 3 clusters
  Score: Raw -260293.715804 + Penalty 2571.537514 = -257722.178290
  nChanged 11
		SP:Iteration 20F (64074.340000 sec): 3 clusters
  Score: Raw -260297.576800 + Penalty 2571.537514 = -257726.039286
  nChanged 13
		SP:Iteration 21Q (64074.510000 sec): 3 clusters
  Score: Raw -260303.531382 + Penalty 2571.537514 = -257731.993867
  nChanged 8
		SP:Iteration 22Q (64074.690000 sec): 3 clusters
  Score: Raw -260307.732652 + Penalty 2571.537514 = -257736.195137
  nChanged 10
		SP:Iteration 23Q (64074.860000 sec): 3 clusters
  Score: Raw -260310.897669 + Penalty 2571.537514 = -257739.360154
  nChanged 8
		SP:Iteration 24Q (64075.040000 sec): 3 clusters
  Score: Raw -260314.836616 + Penalty 2571.537514 = -257743.299101
  nChanged 12
		SP:Iteration 25Q (64075.210000 sec): 3 clusters
  Score: Raw -260321.953644 + Penalty 2571.537514 = -257750.416129
  nChanged 11
		SP:Iteration 26Q (64075.390000 sec): 3 clusters
  Score: Raw -260327.151080 + Penalty 2571.537514 = -257755.613566
  nChanged 11
		SP:Iteration 27Q (64075.570000 sec): 3 clusters
  Score: Raw -260331.458645 + Penalty 2571.537514 = -257759.921130
  nChanged 10
		SP:Iteration 28Q (64075.740000 sec): 3 clusters
  Score: Raw -260334.800872 + Penalty 2571.537514 = -257763.263358
  nChanged 6
		SP:Iteration 29Q (64075.920000 sec): 3 clusters
  Score: Raw -260336.748062 + Penalty 2571.537514 = -257765.210547
  nChanged 2
		SP:Iteration 30Q (64076.090000 sec): 3 clusters
  Score: Raw -260337.709130 + Penalty 2571.537514 = -257766.171615
  nChanged 2
		SP:Iteration 31Q (64076.270000 sec): 3 clusters
  Score: Raw -260338.498160 + Penalty 2571.537514 = -257766.960645
  nChanged 2
		SP:Iteration 32Q (64076.450000 sec): 3 clusters
  Score: Raw -260338.976287 + Penalty 2571.537514 = -257767.438773
  nChanged 0
		SP:Iteration 33F (64076.620000 sec): 3 clusters
  Score: Raw -260338.976287 + Penalty 2571.537514 = -257767.438773
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (6944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64076.710000 sec): 2 clusters
  Score: Raw -494386.947948 + Penalty 1437.415404 = -492949.532544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64076.830000 sec): 3 clusters
  Score: Raw -490659.729029 + Penalty 2874.830808 = -487784.898220
  nChanged 2886
		SP:Iteration 1F (64076.930000 sec): 3 clusters
  Score: Raw -492729.312816 + Penalty 2874.830808 = -489854.482008
  nChanged 659
		SP:Iteration 2F (64077.120000 sec): 3 clusters
  Score: Raw -493376.193292 + Penalty 2874.830808 = -490501.362483
  nChanged 566
		SP:Iteration 3F (64077.330000 sec): 3 clusters
  Score: Raw -493891.253475 + Penalty 2874.830808 = -491016.422667
  nChanged 433
		SP:Iteration 4F (64077.470000 sec): 3 clusters
  Score: Raw -494220.528256 + Penalty 2874.830808 = -491345.697447
  nChanged 325
		SP:Iteration 5Q (64077.570000 sec): 3 clusters
  Score: Raw -494449.279910 + Penalty 2874.830808 = -491574.449102
  nChanged 290
		SP:Iteration 6Q (64077.710000 sec): 3 clusters
  Score: Raw -494634.603036 + Penalty 2874.830808 = -491759.772228
  nChanged 215
		SP:Iteration 7Q (64077.820000 sec): 3 clusters
  Score: Raw -494745.216068 + Penalty 2874.830808 = -491870.385260
  nChanged 178
		SP:Iteration 8Q (64078.010000 sec): 3 clusters
  Score: Raw -494821.134263 + Penalty 2874.830808 = -491946.303455
  nChanged 137
		SP:Iteration 9Q (64078.220000 sec): 3 clusters
  Score: Raw -494866.150352 + Penalty 2874.830808 = -491991.319543
  nChanged 99
		SP:Iteration 10Q (64078.430000 sec): 3 clusters
  Score: Raw -494899.345278 + Penalty 2874.830808 = -492024.514470
  nChanged 87
		SP:Iteration 11Q (64078.650000 sec): 3 clusters
  Score: Raw -494930.597071 + Penalty 2874.830808 = -492055.766263
  nChanged 92
		SP:Iteration 12Q (64078.860000 sec): 3 clusters
  Score: Raw -494961.258794 + Penalty 2874.830808 = -492086.427985
  nChanged 75
		SP:Iteration 13Q (64079.060000 sec): 3 clusters
  Score: Raw -494990.099589 + Penalty 2874.830808 = -492115.268781
  nChanged 82
		SP:Iteration 14Q (64079.260000 sec): 3 clusters
  Score: Raw -495016.199857 + Penalty 2874.830808 = -492141.369048
  nChanged 62
		SP:Iteration 15Q (64079.470000 sec): 3 clusters
  Score: Raw -495035.283767 + Penalty 2874.830808 = -492160.452958
  nChanged 45
		SP:Iteration 16Q (64079.670000 sec): 3 clusters
  Score: Raw -495050.574085 + Penalty 2874.830808 = -492175.743277
  nChanged 49
		SP:Iteration 17Q (64079.870000 sec): 3 clusters
  Score: Raw -495059.935476 + Penalty 2874.830808 = -492185.104668
  nChanged 33
		SP:Iteration 18Q (64080.070000 sec): 3 clusters
  Score: Raw -495066.944631 + Penalty 2874.830808 = -492192.113823
  nChanged 33
		SP:Iteration 19Q (64080.270000 sec): 3 clusters
  Score: Raw -495074.611734 + Penalty 2874.830808 = -492199.780926
  nChanged 30
		SP:Iteration 20F (64080.470000 sec): 3 clusters
  Score: Raw -495082.281696 + Penalty 2874.830808 = -492207.450887
  nChanged 33
		SP:Iteration 21Q (64080.680000 sec): 3 clusters
  Score: Raw -495090.367058 + Penalty 2874.830808 = -492215.536249
  nChanged 35
		SP:Iteration 22Q (64080.880000 sec): 3 clusters
  Score: Raw -495098.930879 + Penalty 2874.830808 = -492224.100071
  nChanged 38
		SP:Iteration 23Q (64081.080000 sec): 3 clusters
  Score: Raw -495107.514523 + Penalty 2874.830808 = -492232.683715
  nChanged 32
		SP:Iteration 24Q (64081.280000 sec): 3 clusters
  Score: Raw -495115.034927 + Penalty 2874.830808 = -492240.204119
  nChanged 37
		SP:Iteration 25Q (64081.490000 sec): 3 clusters
  Score: Raw -495121.536239 + Penalty 2874.830808 = -492246.705431
  nChanged 26
		SP:Iteration 26Q (64081.690000 sec): 3 clusters
  Score: Raw -495126.446766 + Penalty 2874.830808 = -492251.615957
  nChanged 22
		SP:Iteration 27Q (64081.890000 sec): 3 clusters
  Score: Raw -495131.124379 + Penalty 2874.830808 = -492256.293571
  nChanged 26
		SP:Iteration 28Q (64082.090000 sec): 3 clusters
  Score: Raw -495135.985528 + Penalty 2874.830808 = -492261.154720
  nChanged 29
		SP:Iteration 29Q (64082.290000 sec): 3 clusters
  Score: Raw -495144.471835 + Penalty 2874.830808 = -492269.641027
  nChanged 35
		SP:Iteration 30Q (64082.490000 sec): 3 clusters
  Score: Raw -495153.644974 + Penalty 2874.830808 = -492278.814166
  nChanged 43
		SP:Iteration 31Q (64082.700000 sec): 3 clusters
  Score: Raw -495164.232023 + Penalty 2874.830808 = -492289.401215
  nChanged 45
		SP:Iteration 32Q (64082.900000 sec): 3 clusters
  Score: Raw -495176.693468 + Penalty 2874.830808 = -492301.862660
  nChanged 42
		SP:Iteration 33Q (64083.100000 sec): 3 clusters
  Score: Raw -495189.476361 + Penalty 2874.830808 = -492314.645553
  nChanged 46
		SP:Iteration 34Q (64083.310000 sec): 3 clusters
  Score: Raw -495201.772308 + Penalty 2874.830808 = -492326.941500
  nChanged 50
		SP:Iteration 35Q (64083.510000 sec): 3 clusters
  Score: Raw -495214.189531 + Penalty 2874.830808 = -492339.358723
  nChanged 45
		SP:Iteration 36Q (64083.710000 sec): 3 clusters
  Score: Raw -495227.783936 + Penalty 2874.830808 = -492352.953128
  nChanged 36
		SP:Iteration 37Q (64083.910000 sec): 3 clusters
  Score: Raw -495235.083668 + Penalty 2874.830808 = -492360.252860
  nChanged 29
		SP:Iteration 38Q (64084.110000 sec): 3 clusters
  Score: Raw -495240.728082 + Penalty 2874.830808 = -492365.897274
  nChanged 25
		SP:Iteration 39Q (64084.310000 sec): 3 clusters
  Score: Raw -495244.979728 + Penalty 2874.830808 = -492370.148920
  nChanged 13
		SP:Iteration 40F (64084.520000 sec): 3 clusters
  Score: Raw -495247.619785 + Penalty 2874.830808 = -492372.788977
  nChanged 11
		SP:Iteration 41Q (64084.720000 sec): 3 clusters
  Score: Raw -495250.293811 + Penalty 2874.830808 = -492375.463003
  nChanged 14
		SP:Iteration 42Q (64084.920000 sec): 3 clusters
  Score: Raw -495252.579000 + Penalty 2874.830808 = -492377.748192
  nChanged 11
		SP:Iteration 43Q (64085.130000 sec): 3 clusters
  Score: Raw -495254.586654 + Penalty 2874.830808 = -492379.755846
  nChanged 13
		SP:Iteration 44Q (64085.330000 sec): 3 clusters
  Score: Raw -495256.891531 + Penalty 2874.830808 = -492382.060722
  nChanged 12
		SP:Iteration 45Q (64085.530000 sec): 3 clusters
  Score: Raw -495258.342888 + Penalty 2874.830808 = -492383.512079
  nChanged 11
		SP:Iteration 46Q (64085.730000 sec): 3 clusters
  Score: Raw -495259.653101 + Penalty 2874.830808 = -492384.822293
  nChanged 11
		SP:Iteration 47Q (64085.940000 sec): 3 clusters
  Score: Raw -495261.404507 + Penalty 2874.830808 = -492386.573699
  nChanged 11
		SP:Iteration 48Q (64086.140000 sec): 3 clusters
  Score: Raw -495263.530213 + Penalty 2874.830808 = -492388.699405
  nChanged 10
		SP:Iteration 49Q (64086.350000 sec): 3 clusters
  Score: Raw -495265.440770 + Penalty 2874.830808 = -492390.609962
  nChanged 6
		SP:Iteration 50Q (64086.550000 sec): 3 clusters
  Score: Raw -495266.191181 + Penalty 2874.830808 = -492391.360372
  nChanged 5
		SP:Iteration 51Q (64086.750000 sec): 3 clusters
  Score: Raw -495266.844316 + Penalty 2874.830808 = -492392.013508
  nChanged 2
		SP:Iteration 52Q (64086.950000 sec): 3 clusters
  Score: Raw -495267.197420 + Penalty 2874.830808 = -492392.366611
  nChanged 4
		SP:Iteration 53Q (64087.160000 sec): 3 clusters
  Score: Raw -495267.653195 + Penalty 2874.830808 = -492392.822387
  nChanged 4
		SP:Iteration 54Q (64087.360000 sec): 3 clusters
  Score: Raw -495269.007497 + Penalty 2874.830808 = -492394.176688
  nChanged 9
		SP:Iteration 55Q (64087.570000 sec): 3 clusters
  Score: Raw -495271.591718 + Penalty 2874.830808 = -492396.760910
  nChanged 12
		SP:Iteration 56Q (64087.770000 sec): 3 clusters
  Score: Raw -495273.771612 + Penalty 2874.830808 = -492398.940804
  nChanged 7
		SP:Iteration 57Q (64087.970000 sec): 3 clusters
  Score: Raw -495274.739560 + Penalty 2874.830808 = -492399.908752
  nChanged 8
		SP:Iteration 58Q (64088.170000 sec): 3 clusters
  Score: Raw -495275.840190 + Penalty 2874.830808 = -492401.009381
  nChanged 6
		SP:Iteration 59Q (64088.380000 sec): 3 clusters
  Score: Raw -495276.811535 + Penalty 2874.830808 = -492401.980727
  nChanged 4
		SP:Iteration 60F (64088.580000 sec): 3 clusters
  Score: Raw -495277.633929 + Penalty 2874.830808 = -492402.803121
  nChanged 4
		SP:Iteration 61Q (64088.790000 sec): 3 clusters
  Score: Raw -495278.165018 + Penalty 2874.830808 = -492403.334209
  nChanged 4
		SP:Iteration 62Q (64088.990000 sec): 3 clusters
  Score: Raw -495278.429237 + Penalty 2874.830808 = -492403.598428
  nChanged 1
		SP:Iteration 63Q (64089.190000 sec): 3 clusters
  Score: Raw -495278.516166 + Penalty 2874.830808 = -492403.685357
  nChanged 1
		SP:Iteration 64Q (64089.390000 sec): 3 clusters
  Score: Raw -495278.604137 + Penalty 2874.830808 = -492403.773329
  nChanged 1
		SP:Iteration 65Q (64089.600000 sec): 3 clusters
  Score: Raw -495278.848255 + Penalty 2874.830808 = -492404.017446
  nChanged 5
		SP:Iteration 66Q (64089.790000 sec): 3 clusters
  Score: Raw -495279.730982 + Penalty 2874.830808 = -492404.900174
  nChanged 9
		SP:Iteration 67Q (64089.890000 sec): 3 clusters
  Score: Raw -495280.748869 + Penalty 2874.830808 = -492405.918060
  nChanged 8
		SP:Iteration 68Q (64090.000000 sec): 3 clusters
  Score: Raw -495281.763331 + Penalty 2874.830808 = -492406.932522
  nChanged 4
		SP:Iteration 69Q (64090.100000 sec): 3 clusters
  Score: Raw -495282.052211 + Penalty 2874.830808 = -492407.221403
  nChanged 1
		SP:Iteration 70Q (64090.210000 sec): 3 clusters
  Score: Raw -495282.582553 + Penalty 2874.830808 = -492407.751744
  nChanged 3
		SP:Iteration 71Q (64090.310000 sec): 3 clusters
  Score: Raw -495282.752391 + Penalty 2874.830808 = -492407.921583
  nChanged 0
		SP:Iteration 72F (64090.420000 sec): 3 clusters
  Score: Raw -495282.752391 + Penalty 2874.830808 = -492407.921583
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (3640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64090.520000 sec): 2 clusters
  Score: Raw -287973.466427 + Penalty 1332.457581 = -286641.008846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64090.600000 sec): 3 clusters
  Score: Raw -286222.113813 + Penalty 2664.915162 = -283557.198650
  nChanged 1455
		SP:Iteration 1F (64090.680000 sec): 3 clusters
  Score: Raw -287134.160206 + Penalty 2664.915162 = -284469.245044
  nChanged 336
		SP:Iteration 2F (64090.750000 sec): 3 clusters
  Score: Raw -287367.580050 + Penalty 2664.915162 = -284702.664888
  nChanged 242
		SP:Iteration 3F (64090.830000 sec): 3 clusters
  Score: Raw -287548.511751 + Penalty 2664.915162 = -284883.596588
  nChanged 201
		SP:Iteration 4F (64090.900000 sec): 3 clusters
  Score: Raw -287714.251326 + Penalty 2664.915162 = -285049.336164
  nChanged 151
		SP:Iteration 5Q (64090.980000 sec): 3 clusters
  Score: Raw -287840.672115 + Penalty 2664.915162 = -285175.756953
  nChanged 145
		SP:Iteration 6Q (64091.060000 sec): 3 clusters
  Score: Raw -287971.035432 + Penalty 2664.915162 = -285306.120270
  nChanged 148
		SP:Iteration 7Q (64091.130000 sec): 3 clusters
  Score: Raw -288094.990131 + Penalty 2664.915162 = -285430.074969
  nChanged 139
		SP:Iteration 8Q (64091.210000 sec): 3 clusters
  Score: Raw -288203.948171 + Penalty 2664.915162 = -285539.033008
  nChanged 114
		SP:Iteration 9Q (64091.280000 sec): 3 clusters
  Score: Raw -288284.779095 + Penalty 2664.915162 = -285619.863933
  nChanged 90
		SP:Iteration 10Q (64091.360000 sec): 3 clusters
  Score: Raw -288342.109665 + Penalty 2664.915162 = -285677.194503
  nChanged 75
		SP:Iteration 11Q (64091.430000 sec): 3 clusters
  Score: Raw -288387.671415 + Penalty 2664.915162 = -285722.756253
  nChanged 70
		SP:Iteration 12Q (64091.510000 sec): 3 clusters
  Score: Raw -288430.709019 + Penalty 2664.915162 = -285765.793857
  nChanged 72
		SP:Iteration 13Q (64091.580000 sec): 3 clusters
  Score: Raw -288489.280559 + Penalty 2664.915162 = -285824.365397
  nChanged 92
		SP:Iteration 14Q (64091.660000 sec): 3 clusters
  Score: Raw -288568.241250 + Penalty 2664.915162 = -285903.326088
  nChanged 85
		SP:Iteration 15Q (64091.740000 sec): 3 clusters
  Score: Raw -288635.918738 + Penalty 2664.915162 = -285971.003575
  nChanged 70
		SP:Iteration 16Q (64091.810000 sec): 3 clusters
  Score: Raw -288678.303637 + Penalty 2664.915162 = -286013.388475
  nChanged 45
		SP:Iteration 17Q (64091.920000 sec): 3 clusters
  Score: Raw -288698.602735 + Penalty 2664.915162 = -286033.687573
  nChanged 34
		SP:Iteration 18Q (64092.090000 sec): 3 clusters
  Score: Raw -288710.775517 + Penalty 2664.915162 = -286045.860355
  nChanged 20
		SP:Iteration 19Q (64092.270000 sec): 3 clusters
  Score: Raw -288718.142245 + Penalty 2664.915162 = -286053.227082
  nChanged 16
		SP:Iteration 20F (64092.440000 sec): 3 clusters
  Score: Raw -288723.930596 + Penalty 2664.915162 = -286059.015433
  nChanged 16
		SP:Iteration 21Q (64092.620000 sec): 3 clusters
  Score: Raw -288730.756906 + Penalty 2664.915162 = -286065.841744
  nChanged 17
		SP:Iteration 22Q (64092.790000 sec): 3 clusters
  Score: Raw -288738.554909 + Penalty 2664.915162 = -286073.639746
  nChanged 10
		SP:Iteration 23Q (64092.970000 sec): 3 clusters
  Score: Raw -288742.486447 + Penalty 2664.915162 = -286077.571285
  nChanged 14
		SP:Iteration 24Q (64093.140000 sec): 3 clusters
  Score: Raw -288747.018856 + Penalty 2664.915162 = -286082.103694
  nChanged 7
		SP:Iteration 25Q (64093.320000 sec): 3 clusters
  Score: Raw -288748.771664 + Penalty 2664.915162 = -286083.856502
  nChanged 6
		SP:Iteration 26Q (64093.500000 sec): 3 clusters
  Score: Raw -288750.598571 + Penalty 2664.915162 = -286085.683409
  nChanged 6
		SP:Iteration 27Q (64093.670000 sec): 3 clusters
  Score: Raw -288752.284048 + Penalty 2664.915162 = -286087.368886
  nChanged 2
		SP:Iteration 28Q (64093.850000 sec): 3 clusters
  Score: Raw -288753.502636 + Penalty 2664.915162 = -286088.587474
  nChanged 1
		SP:Iteration 29Q (64094.020000 sec): 3 clusters
  Score: Raw -288753.937386 + Penalty 2664.915162 = -286089.022224
  nChanged 1
		SP:Iteration 30Q (64094.200000 sec): 3 clusters
  Score: Raw -288754.128256 + Penalty 2664.915162 = -286089.213094
  nChanged 1
		SP:Iteration 31Q (64094.380000 sec): 3 clusters
  Score: Raw -288754.346993 + Penalty 2664.915162 = -286089.431831
  nChanged 0
		SP:Iteration 32F (64094.550000 sec): 3 clusters
  Score: Raw -288754.346993 + Penalty 2664.915162 = -286089.431831
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (10133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64094.670000 sec): 2 clusters
  Score: Raw -992999.031450 + Penalty 1498.827314 = -991500.204136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64094.920000 sec): 3 clusters
  Score: Raw -987159.100480 + Penalty 2997.654629 = -984161.445851
  nChanged 4450
		SP:Iteration 1F (64095.140000 sec): 3 clusters
  Score: Raw -989551.435015 + Penalty 2997.654629 = -986553.780386
  nChanged 653
		SP:Iteration 2F (64095.370000 sec): 3 clusters
  Score: Raw -989845.106260 + Penalty 2997.654629 = -986847.451631
  nChanged 544
		SP:Iteration 3F (64095.590000 sec): 3 clusters
  Score: Raw -990099.654528 + Penalty 2997.654629 = -987101.999899
  nChanged 491
		SP:Iteration 4Q (64095.820000 sec): 3 clusters
  Score: Raw -990328.558731 + Penalty 2997.654629 = -987330.904102
  nChanged 464
		SP:Iteration 5Q (64096.040000 sec): 3 clusters
  Score: Raw -990527.553102 + Penalty 2997.654629 = -987529.898474
  nChanged 413
		SP:Iteration 6Q (64096.270000 sec): 3 clusters
  Score: Raw -990717.889972 + Penalty 2997.654629 = -987720.235343
  nChanged 415
		SP:Iteration 7Q (64096.490000 sec): 3 clusters
  Score: Raw -990918.389857 + Penalty 2997.654629 = -987920.735229
  nChanged 427
		SP:Iteration 8Q (64096.720000 sec): 3 clusters
  Score: Raw -991128.101208 + Penalty 2997.654629 = -988130.446580
  nChanged 393
		SP:Iteration 9Q (64096.940000 sec): 3 clusters
  Score: Raw -991315.998696 + Penalty 2997.654629 = -988318.344068
  nChanged 333
		SP:Iteration 10Q (64097.170000 sec): 3 clusters
  Score: Raw -991488.129366 + Penalty 2997.654629 = -988490.474738
  nChanged 331
		SP:Iteration 11Q (64097.400000 sec): 3 clusters
  Score: Raw -991656.959499 + Penalty 2997.654629 = -988659.304870
  nChanged 333
		SP:Iteration 12Q (64097.620000 sec): 3 clusters
  Score: Raw -991823.246824 + Penalty 2997.654629 = -988825.592195
  nChanged 308
		SP:Iteration 13Q (64097.840000 sec): 3 clusters
  Score: Raw -991992.817779 + Penalty 2997.654629 = -988995.163151
  nChanged 296
		SP:Iteration 14Q (64098.070000 sec): 3 clusters
  Score: Raw -992176.774400 + Penalty 2997.654629 = -989179.119772
  nChanged 311
		SP:Iteration 15Q (64098.300000 sec): 3 clusters
  Score: Raw -992393.880381 + Penalty 2997.654629 = -989396.225753
  nChanged 297
		SP:Iteration 16Q (64098.520000 sec): 3 clusters
  Score: Raw -992617.318557 + Penalty 2997.654629 = -989619.663928
  nChanged 293
		SP:Iteration 17Q (64098.750000 sec): 3 clusters
  Score: Raw -992806.670643 + Penalty 2997.654629 = -989809.016015
  nChanged 236
		SP:Iteration 18Q (64098.970000 sec): 3 clusters
  Score: Raw -992958.896473 + Penalty 2997.654629 = -989961.241845
  nChanged 213
		SP:Iteration 19Q (64099.200000 sec): 3 clusters
  Score: Raw -993074.688236 + Penalty 2997.654629 = -990077.033608
  nChanged 168
		SP:Iteration 20F (64099.420000 sec): 3 clusters
  Score: Raw -993161.294131 + Penalty 2997.654629 = -990163.639502
  nChanged 147
		SP:Iteration 21Q (64099.650000 sec): 3 clusters
  Score: Raw -993226.937410 + Penalty 2997.654629 = -990229.282781
  nChanged 121
		SP:Iteration 22Q (64099.870000 sec): 3 clusters
  Score: Raw -993267.000655 + Penalty 2997.654629 = -990269.346026
  nChanged 94
		SP:Iteration 23Q (64100.100000 sec): 3 clusters
  Score: Raw -993298.222525 + Penalty 2997.654629 = -990300.567897
  nChanged 75
		SP:Iteration 24Q (64100.360000 sec): 3 clusters
  Score: Raw -993323.110664 + Penalty 2997.654629 = -990325.456035
  nChanged 70
		SP:Iteration 25Q (64100.530000 sec): 3 clusters
  Score: Raw -993345.278133 + Penalty 2997.654629 = -990347.623505
  nChanged 50
		SP:Iteration 26Q (64100.740000 sec): 3 clusters
  Score: Raw -993358.875694 + Penalty 2997.654629 = -990361.221065
  nChanged 44
		SP:Iteration 27Q (64100.940000 sec): 3 clusters
  Score: Raw -993369.316502 + Penalty 2997.654629 = -990371.661873
  nChanged 38
		SP:Iteration 28Q (64101.150000 sec): 3 clusters
  Score: Raw -993377.615131 + Penalty 2997.654629 = -990379.960503
  nChanged 33
		SP:Iteration 29Q (64101.360000 sec): 3 clusters
  Score: Raw -993384.766239 + Penalty 2997.654629 = -990387.111611
  nChanged 34
		SP:Iteration 30Q (64101.570000 sec): 3 clusters
  Score: Raw -993391.683787 + Penalty 2997.654629 = -990394.029158
  nChanged 25
		SP:Iteration 31Q (64101.780000 sec): 3 clusters
  Score: Raw -993395.832867 + Penalty 2997.654629 = -990398.178238
  nChanged 15
		SP:Iteration 32Q (64101.980000 sec): 3 clusters
  Score: Raw -993397.320329 + Penalty 2997.654629 = -990399.665701
  nChanged 8
		SP:Iteration 33Q (64102.190000 sec): 3 clusters
  Score: Raw -993397.878592 + Penalty 2997.654629 = -990400.223963
  nChanged 5
		SP:Iteration 34Q (64102.400000 sec): 3 clusters
  Score: Raw -993398.701365 + Penalty 2997.654629 = -990401.046737
  nChanged 4
		SP:Iteration 35Q (64102.610000 sec): 3 clusters
  Score: Raw -993399.201931 + Penalty 2997.654629 = -990401.547303
  nChanged 9
		SP:Iteration 36Q (64102.820000 sec): 3 clusters
  Score: Raw -993400.221346 + Penalty 2997.654629 = -990402.566717
  nChanged 10
		SP:Iteration 37Q (64103.030000 sec): 3 clusters
  Score: Raw -993401.642009 + Penalty 2997.654629 = -990403.987380
  nChanged 10
		SP:Iteration 38Q (64103.240000 sec): 3 clusters
  Score: Raw -993402.817329 + Penalty 2997.654629 = -990405.162701
  nChanged 7
		SP:Iteration 39Q (64103.440000 sec): 3 clusters
  Score: Raw -993403.444999 + Penalty 2997.654629 = -990405.790370
  nChanged 6
		SP:Iteration 40F (64103.660000 sec): 3 clusters
  Score: Raw -993404.057987 + Penalty 2997.654629 = -990406.403358
  nChanged 4
		SP:Iteration 41Q (64103.860000 sec): 3 clusters
  Score: Raw -993404.535001 + Penalty 2997.654629 = -990406.880373
  nChanged 3
		SP:Iteration 42Q (64104.070000 sec): 3 clusters
  Score: Raw -993404.879811 + Penalty 2997.654629 = -990407.225182
  nChanged 4
		SP:Iteration 43Q (64104.280000 sec): 3 clusters
  Score: Raw -993405.154300 + Penalty 2997.654629 = -990407.499672
  nChanged 2
		SP:Iteration 44Q (64104.490000 sec): 3 clusters
  Score: Raw -993405.253127 + Penalty 2997.654629 = -990407.598498
  nChanged 2
		SP:Iteration 45Q (64104.700000 sec): 3 clusters
  Score: Raw -993405.365599 + Penalty 2997.654629 = -990407.710971
  nChanged 0
		SP:Iteration 46F (64104.910000 sec): 3 clusters
  Score: Raw -993405.365599 + Penalty 2997.654629 = -990407.710971
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (10466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64105.070000 sec): 2 clusters
  Score: Raw -955472.307485 + Penalty 1504.081668 = -953968.225817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64105.330000 sec): 3 clusters
  Score: Raw -949413.274743 + Penalty 3008.163336 = -946405.111408
  nChanged 4599
		SP:Iteration 1F (64105.480000 sec): 3 clusters
  Score: Raw -951976.478295 + Penalty 3008.163336 = -948968.314959
  nChanged 652
		SP:Iteration 2F (64105.740000 sec): 3 clusters
  Score: Raw -952282.072325 + Penalty 3008.163336 = -949273.908989
  nChanged 580
		SP:Iteration 3F (64106.000000 sec): 3 clusters
  Score: Raw -952585.884795 + Penalty 3008.163336 = -949577.721459
  nChanged 522
		SP:Iteration 4Q (64106.240000 sec): 3 clusters
  Score: Raw -952842.479697 + Penalty 3008.163336 = -949834.316361
  nChanged 484
		SP:Iteration 5Q (64106.510000 sec): 3 clusters
  Score: Raw -953082.686351 + Penalty 3008.163336 = -950074.523016
  nChanged 479
		SP:Iteration 6Q (64106.780000 sec): 3 clusters
  Score: Raw -953319.264637 + Penalty 3008.163336 = -950311.101301
  nChanged 499
		SP:Iteration 7Q (64107.040000 sec): 3 clusters
  Score: Raw -953604.408276 + Penalty 3008.163336 = -950596.244940
  nChanged 594
		SP:Iteration 8F (64107.300000 sec): 3 clusters
  Score: Raw -953971.399280 + Penalty 3008.163336 = -950963.235944
  nChanged 563
		SP:Iteration 9F (64107.570000 sec): 3 clusters
  Score: Raw -954327.104207 + Penalty 3008.163336 = -951318.940871
  nChanged 516
		SP:Iteration 10Q (64107.840000 sec): 3 clusters
  Score: Raw -954636.433785 + Penalty 3008.163336 = -951628.270449
  nChanged 383
		SP:Iteration 11Q (64108.100000 sec): 3 clusters
  Score: Raw -954843.470396 + Penalty 3008.163336 = -951835.307060
  nChanged 274
		SP:Iteration 12Q (64108.370000 sec): 3 clusters
  Score: Raw -954980.674217 + Penalty 3008.163336 = -951972.510882
  nChanged 227
		SP:Iteration 13Q (64108.630000 sec): 3 clusters
  Score: Raw -955099.123608 + Penalty 3008.163336 = -952090.960272
  nChanged 194
		SP:Iteration 14Q (64108.900000 sec): 3 clusters
  Score: Raw -955201.298244 + Penalty 3008.163336 = -952193.134908
  nChanged 164
		SP:Iteration 15Q (64109.170000 sec): 3 clusters
  Score: Raw -955293.393088 + Penalty 3008.163336 = -952285.229752
  nChanged 128
		SP:Iteration 16Q (64109.440000 sec): 3 clusters
  Score: Raw -955372.869538 + Penalty 3008.163336 = -952364.706202
  nChanged 102
		SP:Iteration 17Q (64109.660000 sec): 3 clusters
  Score: Raw -955436.678497 + Penalty 3008.163336 = -952428.515161
  nChanged 82
		SP:Iteration 18Q (64109.930000 sec): 3 clusters
  Score: Raw -955481.130128 + Penalty 3008.163336 = -952472.966792
  nChanged 68
		SP:Iteration 19Q (64110.150000 sec): 3 clusters
  Score: Raw -955514.601866 + Penalty 3008.163336 = -952506.438530
  nChanged 58
		SP:Iteration 20F (64110.420000 sec): 3 clusters
  Score: Raw -955542.799185 + Penalty 3008.163336 = -952534.635849
  nChanged 43
		SP:Iteration 21Q (64110.650000 sec): 3 clusters
  Score: Raw -955565.571716 + Penalty 3008.163336 = -952557.408380
  nChanged 38
		SP:Iteration 22Q (64110.870000 sec): 3 clusters
  Score: Raw -955584.521680 + Penalty 3008.163336 = -952576.358344
  nChanged 38
		SP:Iteration 23Q (64111.090000 sec): 3 clusters
  Score: Raw -955610.866133 + Penalty 3008.163336 = -952602.702797
  nChanged 40
		SP:Iteration 24Q (64111.320000 sec): 3 clusters
  Score: Raw -955635.371343 + Penalty 3008.163336 = -952627.208008
  nChanged 28
		SP:Iteration 25Q (64111.540000 sec): 3 clusters
  Score: Raw -955657.618009 + Penalty 3008.163336 = -952649.454673
  nChanged 29
		SP:Iteration 26Q (64111.760000 sec): 3 clusters
  Score: Raw -955674.998767 + Penalty 3008.163336 = -952666.835431
  nChanged 18
		SP:Iteration 27Q (64111.980000 sec): 3 clusters
  Score: Raw -955683.416143 + Penalty 3008.163336 = -952675.252808
  nChanged 9
		SP:Iteration 28Q (64112.210000 sec): 3 clusters
  Score: Raw -955688.166765 + Penalty 3008.163336 = -952680.003430
  nChanged 11
		SP:Iteration 29Q (64112.430000 sec): 3 clusters
  Score: Raw -955693.234605 + Penalty 3008.163336 = -952685.071269
  nChanged 10
		SP:Iteration 30Q (64112.650000 sec): 3 clusters
  Score: Raw -955696.812110 + Penalty 3008.163336 = -952688.648774
  nChanged 8
		SP:Iteration 31Q (64112.880000 sec): 3 clusters
  Score: Raw -955699.932068 + Penalty 3008.163336 = -952691.768732
  nChanged 7
		SP:Iteration 32Q (64113.100000 sec): 3 clusters
  Score: Raw -955703.824253 + Penalty 3008.163336 = -952695.660918
  nChanged 6
		SP:Iteration 33Q (64113.320000 sec): 3 clusters
  Score: Raw -955707.736245 + Penalty 3008.163336 = -952699.572909
  nChanged 9
		SP:Iteration 34Q (64113.540000 sec): 3 clusters
  Score: Raw -955711.290632 + Penalty 3008.163336 = -952703.127296
  nChanged 5
		SP:Iteration 35Q (64113.760000 sec): 3 clusters
  Score: Raw -955715.332922 + Penalty 3008.163336 = -952707.169587
  nChanged 10
		SP:Iteration 36Q (64113.980000 sec): 3 clusters
  Score: Raw -955723.910985 + Penalty 3008.163336 = -952715.747650
  nChanged 11
		SP:Iteration 37Q (64114.210000 sec): 3 clusters
  Score: Raw -955731.965716 + Penalty 3008.163336 = -952723.802380
  nChanged 8
		SP:Iteration 38Q (64114.430000 sec): 3 clusters
  Score: Raw -955738.307783 + Penalty 3008.163336 = -952730.144448
  nChanged 9
		SP:Iteration 39Q (64114.650000 sec): 3 clusters
  Score: Raw -955745.155969 + Penalty 3008.163336 = -952736.992633
  nChanged 7
		SP:Iteration 40F (64114.920000 sec): 3 clusters
  Score: Raw -955747.838446 + Penalty 3008.163336 = -952739.675110
  nChanged 3
		SP:Iteration 41Q (64115.140000 sec): 3 clusters
  Score: Raw -955749.090622 + Penalty 3008.163336 = -952740.927286
  nChanged 3
		SP:Iteration 42Q (64115.360000 sec): 3 clusters
  Score: Raw -955750.007224 + Penalty 3008.163336 = -952741.843889
  nChanged 0
		SP:Iteration 43F (64115.630000 sec): 3 clusters
  Score: Raw -955750.007224 + Penalty 3008.163336 = -952741.843889
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (20227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64115.810000 sec): 2 clusters
  Score: Raw -1914688.446044 + Penalty 1611.150714 = -1913077.295330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64116.170000 sec): 3 clusters
  Score: Raw -1902554.482362 + Penalty 3222.301428 = -1899332.180934
  nChanged 9071
		SP:Iteration 1F (64116.480000 sec): 3 clusters
  Score: Raw -1907672.271268 + Penalty 3222.301428 = -1904449.969840
  nChanged 1149
		SP:Iteration 2F (64116.800000 sec): 3 clusters
  Score: Raw -1908123.529211 + Penalty 3222.301428 = -1904901.227783
  nChanged 1011
		SP:Iteration 3Q (64117.160000 sec): 3 clusters
  Score: Raw -1908540.632918 + Penalty 3222.301428 = -1905318.331490
  nChanged 939
		SP:Iteration 4Q (64117.470000 sec): 3 clusters
  Score: Raw -1908919.143027 + Penalty 3222.301428 = -1905696.841599
  nChanged 863
		SP:Iteration 5Q (64117.830000 sec): 3 clusters
  Score: Raw -1909276.769896 + Penalty 3222.301428 = -1906054.468468
  nChanged 818
		SP:Iteration 6Q (64118.090000 sec): 3 clusters
  Score: Raw -1909618.140317 + Penalty 3222.301428 = -1906395.838889
  nChanged 785
		SP:Iteration 7Q (64118.450000 sec): 3 clusters
  Score: Raw -1909987.167792 + Penalty 3222.301428 = -1906764.866364
  nChanged 785
		SP:Iteration 8Q (64118.700000 sec): 3 clusters
  Score: Raw -1910398.912315 + Penalty 3222.301428 = -1907176.610887
  nChanged 879
		SP:Iteration 9Q (64119.080000 sec): 3 clusters
  Score: Raw -1910910.441946 + Penalty 3222.301428 = -1907688.140518
  nChanged 920
		SP:Iteration 10Q (64119.410000 sec): 3 clusters
  Score: Raw -1911447.367156 + Penalty 3222.301428 = -1908225.065728
  nChanged 942
		SP:Iteration 11Q (64119.730000 sec): 3 clusters
  Score: Raw -1912050.661824 + Penalty 3222.301428 = -1908828.360396
  nChanged 956
		SP:Iteration 12Q (64120.080000 sec): 3 clusters
  Score: Raw -1912737.768370 + Penalty 3222.301428 = -1909515.466942
  nChanged 847
		SP:Iteration 13Q (64120.400000 sec): 3 clusters
  Score: Raw -1913345.712941 + Penalty 3222.301428 = -1910123.411513
  nChanged 640
		SP:Iteration 14Q (64120.760000 sec): 3 clusters
  Score: Raw -1913802.970291 + Penalty 3222.301428 = -1910580.668863
  nChanged 500
		SP:Iteration 15Q (64121.070000 sec): 3 clusters
  Score: Raw -1914157.778099 + Penalty 3222.301428 = -1910935.476671
  nChanged 370
		SP:Iteration 16Q (64121.430000 sec): 3 clusters
  Score: Raw -1914437.534076 + Penalty 3222.301428 = -1911215.232648
  nChanged 237
		SP:Iteration 17Q (64121.750000 sec): 3 clusters
  Score: Raw -1914602.837554 + Penalty 3222.301428 = -1911380.536126
  nChanged 134
		SP:Iteration 18Q (64122.110000 sec): 3 clusters
  Score: Raw -1914690.742543 + Penalty 3222.301428 = -1911468.441115
  nChanged 85
		SP:Iteration 19Q (64122.420000 sec): 3 clusters
  Score: Raw -1914756.523179 + Penalty 3222.301428 = -1911534.221751
  nChanged 63
		SP:Iteration 20F (64122.780000 sec): 3 clusters
  Score: Raw -1914800.979630 + Penalty 3222.301428 = -1911578.678202
  nChanged 37
		SP:Iteration 21Q (64123.100000 sec): 3 clusters
  Score: Raw -1914823.122977 + Penalty 3222.301428 = -1911600.821549
  nChanged 29
		SP:Iteration 22Q (64123.410000 sec): 3 clusters
  Score: Raw -1914840.935281 + Penalty 3222.301428 = -1911618.633853
  nChanged 15
		SP:Iteration 23Q (64123.730000 sec): 3 clusters
  Score: Raw -1914854.266985 + Penalty 3222.301428 = -1911631.965557
  nChanged 11
		SP:Iteration 24Q (64124.050000 sec): 3 clusters
  Score: Raw -1914861.425426 + Penalty 3222.301428 = -1911639.123998
  nChanged 12
		SP:Iteration 25Q (64124.360000 sec): 3 clusters
  Score: Raw -1914872.567289 + Penalty 3222.301428 = -1911650.265861
  nChanged 9
		SP:Iteration 26Q (64124.680000 sec): 3 clusters
  Score: Raw -1914878.277165 + Penalty 3222.301428 = -1911655.975737
  nChanged 3
		SP:Iteration 27Q (64124.990000 sec): 3 clusters
  Score: Raw -1914879.276286 + Penalty 3222.301428 = -1911656.974858
  nChanged 0
		SP:Iteration 28F (64125.310000 sec): 3 clusters
  Score: Raw -1914879.276286 + Penalty 3222.301428 = -1911656.974858
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (3206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64125.420000 sec): 2 clusters
  Score: Raw -259972.597423 + Penalty 1311.826642 = -258660.770781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64125.600000 sec): 3 clusters
  Score: Raw -258490.424025 + Penalty 2623.653283 = -255866.770742
  nChanged 1224
		SP:Iteration 1F (64125.770000 sec): 3 clusters
  Score: Raw -259240.477983 + Penalty 2623.653283 = -256616.824700
  nChanged 247
		SP:Iteration 2F (64125.950000 sec): 3 clusters
  Score: Raw -259399.068940 + Penalty 2623.653283 = -256775.415657
  nChanged 155
		SP:Iteration 3Q (64126.130000 sec): 3 clusters
  Score: Raw -259503.923424 + Penalty 2623.653283 = -256880.270141
  nChanged 139
		SP:Iteration 4Q (64126.300000 sec): 3 clusters
  Score: Raw -259594.397476 + Penalty 2623.653283 = -256970.744192
  nChanged 136
		SP:Iteration 5Q (64126.470000 sec): 3 clusters
  Score: Raw -259672.647458 + Penalty 2623.653283 = -257048.994175
  nChanged 114
		SP:Iteration 6Q (64126.650000 sec): 3 clusters
  Score: Raw -259738.548622 + Penalty 2623.653283 = -257114.895339
  nChanged 84
		SP:Iteration 7Q (64126.830000 sec): 3 clusters
  Score: Raw -259795.608149 + Penalty 2623.653283 = -257171.954866
  nChanged 81
		SP:Iteration 8Q (64127.000000 sec): 3 clusters
  Score: Raw -259852.595902 + Penalty 2623.653283 = -257228.942619
  nChanged 87
		SP:Iteration 9Q (64127.180000 sec): 3 clusters
  Score: Raw -259906.297676 + Penalty 2623.653283 = -257282.644393
  nChanged 74
		SP:Iteration 10Q (64127.350000 sec): 3 clusters
  Score: Raw -259947.607065 + Penalty 2623.653283 = -257323.953782
  nChanged 65
		SP:Iteration 11Q (64127.530000 sec): 3 clusters
  Score: Raw -259985.240046 + Penalty 2623.653283 = -257361.586763
  nChanged 56
		SP:Iteration 12Q (64127.710000 sec): 3 clusters
  Score: Raw -260019.470447 + Penalty 2623.653283 = -257395.817164
  nChanged 47
		SP:Iteration 13Q (64127.880000 sec): 3 clusters
  Score: Raw -260041.774164 + Penalty 2623.653283 = -257418.120881
  nChanged 40
		SP:Iteration 14Q (64128.060000 sec): 3 clusters
  Score: Raw -260064.905354 + Penalty 2623.653283 = -257441.252071
  nChanged 39
		SP:Iteration 15Q (64128.270000 sec): 3 clusters
  Score: Raw -260086.911672 + Penalty 2623.653283 = -257463.258388
  nChanged 47
		SP:Iteration 16Q (64128.430000 sec): 3 clusters
  Score: Raw -260115.892504 + Penalty 2623.653283 = -257492.239221
  nChanged 53
		SP:Iteration 17Q (64128.580000 sec): 3 clusters
  Score: Raw -260144.431792 + Penalty 2623.653283 = -257520.778509
  nChanged 42
		SP:Iteration 18Q (64128.710000 sec): 3 clusters
  Score: Raw -260162.348795 + Penalty 2623.653283 = -257538.695512
  nChanged 26
		SP:Iteration 19Q (64128.780000 sec): 3 clusters
  Score: Raw -260171.977788 + Penalty 2623.653283 = -257548.324504
  nChanged 28
		SP:Iteration 20F (64128.840000 sec): 3 clusters
  Score: Raw -260182.671941 + Penalty 2623.653283 = -257559.018657
  nChanged 26
		SP:Iteration 21Q (64128.910000 sec): 3 clusters
  Score: Raw -260192.453041 + Penalty 2623.653283 = -257568.799758
  nChanged 23
		SP:Iteration 22Q (64128.970000 sec): 3 clusters
  Score: Raw -260201.095103 + Penalty 2623.653283 = -257577.441819
  nChanged 25
		SP:Iteration 23Q (64129.040000 sec): 3 clusters
  Score: Raw -260211.489617 + Penalty 2623.653283 = -257587.836334
  nChanged 17
		SP:Iteration 24Q (64129.110000 sec): 3 clusters
  Score: Raw -260219.999955 + Penalty 2623.653283 = -257596.346672
  nChanged 18
		SP:Iteration 25Q (64129.170000 sec): 3 clusters
  Score: Raw -260226.994851 + Penalty 2623.653283 = -257603.341567
  nChanged 13
		SP:Iteration 26Q (64129.240000 sec): 3 clusters
  Score: Raw -260231.348248 + Penalty 2623.653283 = -257607.694965
  nChanged 15
		SP:Iteration 27Q (64129.300000 sec): 3 clusters
  Score: Raw -260236.233950 + Penalty 2623.653283 = -257612.580666
  nChanged 14
		SP:Iteration 28Q (64129.370000 sec): 3 clusters
  Score: Raw -260240.453801 + Penalty 2623.653283 = -257616.800518
  nChanged 12
		SP:Iteration 29Q (64129.430000 sec): 3 clusters
  Score: Raw -260245.488865 + Penalty 2623.653283 = -257621.835581
  nChanged 8
		SP:Iteration 30Q (64129.500000 sec): 3 clusters
  Score: Raw -260249.142828 + Penalty 2623.653283 = -257625.489545
  nChanged 9
		SP:Iteration 31Q (64129.570000 sec): 3 clusters
  Score: Raw -260254.501971 + Penalty 2623.653283 = -257630.848687
  nChanged 14
		SP:Iteration 32Q (64129.640000 sec): 3 clusters
  Score: Raw -260262.037297 + Penalty 2623.653283 = -257638.384014
  nChanged 20
		SP:Iteration 33Q (64129.700000 sec): 3 clusters
  Score: Raw -260270.698766 + Penalty 2623.653283 = -257647.045483
  nChanged 12
		SP:Iteration 34Q (64129.760000 sec): 3 clusters
  Score: Raw -260276.780946 + Penalty 2623.653283 = -257653.127663
  nChanged 10
		SP:Iteration 35Q (64129.820000 sec): 3 clusters
  Score: Raw -260280.116672 + Penalty 2623.653283 = -257656.463389
  nChanged 13
		SP:Iteration 36Q (64129.880000 sec): 3 clusters
  Score: Raw -260285.852592 + Penalty 2623.653283 = -257662.199309
  nChanged 19
		SP:Iteration 37Q (64129.950000 sec): 3 clusters
  Score: Raw -260296.074356 + Penalty 2623.653283 = -257672.421073
  nChanged 25
		SP:Iteration 38Q (64130.010000 sec): 3 clusters
  Score: Raw -260304.151500 + Penalty 2623.653283 = -257680.498217
  nChanged 12
		SP:Iteration 39Q (64130.070000 sec): 3 clusters
  Score: Raw -260308.158374 + Penalty 2623.653283 = -257684.505091
  nChanged 11
		SP:Iteration 40F (64130.130000 sec): 3 clusters
  Score: Raw -260311.486898 + Penalty 2623.653283 = -257687.833615
  nChanged 8
		SP:Iteration 41Q (64130.190000 sec): 3 clusters
  Score: Raw -260313.075130 + Penalty 2623.653283 = -257689.421846
  nChanged 5
		SP:Iteration 42Q (64130.250000 sec): 3 clusters
  Score: Raw -260313.747040 + Penalty 2623.653283 = -257690.093757
  nChanged 2
		SP:Iteration 43Q (64130.310000 sec): 3 clusters
  Score: Raw -260314.420755 + Penalty 2623.653283 = -257690.767471
  nChanged 1
		SP:Iteration 44Q (64130.370000 sec): 3 clusters
  Score: Raw -260314.600867 + Penalty 2623.653283 = -257690.947584
  nChanged 1
		SP:Iteration 45Q (64130.430000 sec): 3 clusters
  Score: Raw -260314.857673 + Penalty 2623.653283 = -257691.204389
  nChanged 1
		SP:Iteration 46Q (64130.490000 sec): 3 clusters
  Score: Raw -260315.050143 + Penalty 2623.653283 = -257691.396860
  nChanged 0
		SP:Iteration 47F (64130.550000 sec): 3 clusters
  Score: Raw -260315.050143 + Penalty 2623.653283 = -257691.396860
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64130.610000 sec): 2 clusters
  Score: Raw -80848.480899 + Penalty 1136.812000 = -79711.668899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64130.630000 sec): 3 clusters
  Score: Raw -80574.633854 + Penalty 2273.624001 = -78301.009853
  nChanged 367
		SP:Iteration 1F (64130.660000 sec): 3 clusters
  Score: Raw -81143.952756 + Penalty 2273.624001 = -78870.328755
  nChanged 122
		SP:Iteration 2F (64130.680000 sec): 3 clusters
  Score: Raw -81398.653881 + Penalty 2273.624001 = -79125.029880
  nChanged 69
		SP:Iteration 3F (64130.710000 sec): 3 clusters
  Score: Raw -81519.368906 + Penalty 2273.624001 = -79245.744905
  nChanged 50
		SP:Iteration 4Q (64130.730000 sec): 3 clusters
  Score: Raw -81590.988909 + Penalty 2273.624001 = -79317.364909
  nChanged 25
		SP:Iteration 5Q (64130.750000 sec): 3 clusters
  Score: Raw -81621.595846 + Penalty 2273.624001 = -79347.971845
  nChanged 21
		SP:Iteration 6Q (64130.780000 sec): 3 clusters
  Score: Raw -81641.887878 + Penalty 2273.624001 = -79368.263877
  nChanged 12
		SP:Iteration 7Q (64130.800000 sec): 3 clusters
  Score: Raw -81653.235008 + Penalty 2273.624001 = -79379.611008
  nChanged 7
		SP:Iteration 8Q (64130.830000 sec): 3 clusters
  Score: Raw -81658.869625 + Penalty 2273.624001 = -79385.245625
  nChanged 6
		SP:Iteration 9Q (64130.850000 sec): 3 clusters
  Score: Raw -81663.717032 + Penalty 2273.624001 = -79390.093031
  nChanged 5
		SP:Iteration 10Q (64130.880000 sec): 3 clusters
  Score: Raw -81668.658699 + Penalty 2273.624001 = -79395.034698
  nChanged 2
		SP:Iteration 11Q (64130.900000 sec): 3 clusters
  Score: Raw -81669.518488 + Penalty 2273.624001 = -79395.894487
  nChanged 1
		SP:Iteration 12Q (64130.930000 sec): 3 clusters
  Score: Raw -81669.847707 + Penalty 2273.624001 = -79396.223706
  nChanged 0
		SP:Iteration 13F (64130.950000 sec): 3 clusters
  Score: Raw -81669.847707 + Penalty 2273.624001 = -79396.223706
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (6117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64131.070000 sec): 2 clusters
  Score: Raw -541214.205754 + Penalty 1416.809397 = -539797.396357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64131.290000 sec): 3 clusters
  Score: Raw -538011.561624 + Penalty 2833.618794 = -535177.942830
  nChanged 2528
		SP:Iteration 1F (64131.430000 sec): 3 clusters
  Score: Raw -539657.544720 + Penalty 2833.618794 = -536823.925926
  nChanged 545
		SP:Iteration 2F (64131.600000 sec): 3 clusters
  Score: Raw -540150.972528 + Penalty 2833.618794 = -537317.353734
  nChanged 490
		SP:Iteration 3F (64131.700000 sec): 3 clusters
  Score: Raw -540508.440308 + Penalty 2833.618794 = -537674.821513
  nChanged 375
		SP:Iteration 4F (64131.880000 sec): 3 clusters
  Score: Raw -540779.392688 + Penalty 2833.618794 = -537945.773894
  nChanged 273
		SP:Iteration 5Q (64132.040000 sec): 3 clusters
  Score: Raw -540930.693014 + Penalty 2833.618794 = -538097.074220
  nChanged 197
		SP:Iteration 6Q (64132.210000 sec): 3 clusters
  Score: Raw -541026.789396 + Penalty 2833.618794 = -538193.170602
  nChanged 118
		SP:Iteration 7Q (64132.370000 sec): 3 clusters
  Score: Raw -541074.892127 + Penalty 2833.618794 = -538241.273333
  nChanged 99
		SP:Iteration 8Q (64132.590000 sec): 3 clusters
  Score: Raw -541109.992574 + Penalty 2833.618794 = -538276.373780
  nChanged 91
		SP:Iteration 9Q (64132.750000 sec): 3 clusters
  Score: Raw -541139.696658 + Penalty 2833.618794 = -538306.077863
  nChanged 73
		SP:Iteration 10Q (64132.930000 sec): 3 clusters
  Score: Raw -541166.508111 + Penalty 2833.618794 = -538332.889317
  nChanged 75
		SP:Iteration 11Q (64133.070000 sec): 3 clusters
  Score: Raw -541194.386832 + Penalty 2833.618794 = -538360.768038
  nChanged 76
		SP:Iteration 12Q (64133.230000 sec): 3 clusters
  Score: Raw -541221.715112 + Penalty 2833.618794 = -538388.096317
  nChanged 79
		SP:Iteration 13Q (64133.440000 sec): 3 clusters
  Score: Raw -541262.089870 + Penalty 2833.618794 = -538428.471076
  nChanged 99
		SP:Iteration 14Q (64133.610000 sec): 3 clusters
  Score: Raw -541301.935911 + Penalty 2833.618794 = -538468.317117
  nChanged 91
		SP:Iteration 15Q (64133.780000 sec): 3 clusters
  Score: Raw -541341.798032 + Penalty 2833.618794 = -538508.179238
  nChanged 91
		SP:Iteration 16Q (64133.950000 sec): 3 clusters
  Score: Raw -541378.975735 + Penalty 2833.618794 = -538545.356941
  nChanged 92
		SP:Iteration 17Q (64134.110000 sec): 3 clusters
  Score: Raw -541415.025067 + Penalty 2833.618794 = -538581.406273
  nChanged 94
		SP:Iteration 18Q (64134.320000 sec): 3 clusters
  Score: Raw -541459.696530 + Penalty 2833.618794 = -538626.077736
  nChanged 92
		SP:Iteration 19Q (64134.490000 sec): 3 clusters
  Score: Raw -541495.218245 + Penalty 2833.618794 = -538661.599451
  nChanged 71
		SP:Iteration 20F (64134.650000 sec): 3 clusters
  Score: Raw -541519.838017 + Penalty 2833.618794 = -538686.219223
  nChanged 64
		SP:Iteration 21Q (64134.820000 sec): 3 clusters
  Score: Raw -541542.364313 + Penalty 2833.618794 = -538708.745518
  nChanged 44
		SP:Iteration 22Q (64134.980000 sec): 3 clusters
  Score: Raw -541554.991864 + Penalty 2833.618794 = -538721.373070
  nChanged 40
		SP:Iteration 23Q (64135.150000 sec): 3 clusters
  Score: Raw -541567.020254 + Penalty 2833.618794 = -538733.401459
  nChanged 42
		SP:Iteration 24Q (64135.310000 sec): 3 clusters
  Score: Raw -541579.684379 + Penalty 2833.618794 = -538746.065585
  nChanged 47
		SP:Iteration 25Q (64135.480000 sec): 3 clusters
  Score: Raw -541596.304788 + Penalty 2833.618794 = -538762.685994
  nChanged 42
		SP:Iteration 26Q (64135.690000 sec): 3 clusters
  Score: Raw -541611.068767 + Penalty 2833.618794 = -538777.449972
  nChanged 52
		SP:Iteration 27Q (64135.850000 sec): 3 clusters
  Score: Raw -541632.396928 + Penalty 2833.618794 = -538798.778134
  nChanged 64
		SP:Iteration 28Q (64136.020000 sec): 3 clusters
  Score: Raw -541655.457325 + Penalty 2833.618794 = -538821.838531
  nChanged 57
		SP:Iteration 29Q (64136.230000 sec): 3 clusters
  Score: Raw -541681.178757 + Penalty 2833.618794 = -538847.559963
  nChanged 51
		SP:Iteration 30Q (64136.390000 sec): 3 clusters
  Score: Raw -541705.620344 + Penalty 2833.618794 = -538872.001550
  nChanged 53
		SP:Iteration 31Q (64136.560000 sec): 3 clusters
  Score: Raw -541724.511497 + Penalty 2833.618794 = -538890.892703
  nChanged 40
		SP:Iteration 32Q (64136.730000 sec): 3 clusters
  Score: Raw -541736.276211 + Penalty 2833.618794 = -538902.657417
  nChanged 36
		SP:Iteration 33Q (64136.890000 sec): 3 clusters
  Score: Raw -541748.826953 + Penalty 2833.618794 = -538915.208159
  nChanged 39
		SP:Iteration 34Q (64137.060000 sec): 3 clusters
  Score: Raw -541760.326060 + Penalty 2833.618794 = -538926.707265
  nChanged 33
		SP:Iteration 35Q (64137.220000 sec): 3 clusters
  Score: Raw -541769.586578 + Penalty 2833.618794 = -538935.967784
  nChanged 29
		SP:Iteration 36Q (64137.390000 sec): 3 clusters
  Score: Raw -541778.672831 + Penalty 2833.618794 = -538945.054037
  nChanged 34
		SP:Iteration 37Q (64137.550000 sec): 3 clusters
  Score: Raw -541789.050297 + Penalty 2833.618794 = -538955.431502
  nChanged 28
		SP:Iteration 38Q (64137.720000 sec): 3 clusters
  Score: Raw -541798.823428 + Penalty 2833.618794 = -538965.204634
  nChanged 25
		SP:Iteration 39Q (64137.890000 sec): 3 clusters
  Score: Raw -541806.980572 + Penalty 2833.618794 = -538973.361778
  nChanged 33
		SP:Iteration 40F (64138.050000 sec): 3 clusters
  Score: Raw -541819.218123 + Penalty 2833.618794 = -538985.599329
  nChanged 28
		SP:Iteration 41Q (64138.220000 sec): 3 clusters
  Score: Raw -541827.465461 + Penalty 2833.618794 = -538993.846667
  nChanged 24
		SP:Iteration 42Q (64138.380000 sec): 3 clusters
  Score: Raw -541834.907577 + Penalty 2833.618794 = -539001.288783
  nChanged 17
		SP:Iteration 43Q (64138.550000 sec): 3 clusters
  Score: Raw -541841.081655 + Penalty 2833.618794 = -539007.462861
  nChanged 26
		SP:Iteration 44Q (64138.710000 sec): 3 clusters
  Score: Raw -541851.077053 + Penalty 2833.618794 = -539017.458258
  nChanged 28
		SP:Iteration 45Q (64138.880000 sec): 3 clusters
  Score: Raw -541862.110163 + Penalty 2833.618794 = -539028.491369
  nChanged 26
		SP:Iteration 46Q (64139.050000 sec): 3 clusters
  Score: Raw -541871.655538 + Penalty 2833.618794 = -539038.036744
  nChanged 16
		SP:Iteration 47Q (64139.210000 sec): 3 clusters
  Score: Raw -541876.712272 + Penalty 2833.618794 = -539043.093478
  nChanged 21
		SP:Iteration 48Q (64139.380000 sec): 3 clusters
  Score: Raw -541882.619263 + Penalty 2833.618794 = -539049.000468
  nChanged 18
		SP:Iteration 49Q (64139.520000 sec): 3 clusters
  Score: Raw -541887.743074 + Penalty 2833.618794 = -539054.124280
  nChanged 16
		SP:Iteration 50Q (64139.610000 sec): 3 clusters
  Score: Raw -541892.265714 + Penalty 2833.618794 = -539058.646920
  nChanged 12
		SP:Iteration 51Q (64139.840000 sec): 3 clusters
  Score: Raw -541894.859227 + Penalty 2833.618794 = -539061.240432
  nChanged 9
		SP:Iteration 52Q (64140.000000 sec): 3 clusters
  Score: Raw -541897.514620 + Penalty 2833.618794 = -539063.895826
  nChanged 12
		SP:Iteration 53Q (64140.170000 sec): 3 clusters
  Score: Raw -541902.033663 + Penalty 2833.618794 = -539068.414869
  nChanged 17
		SP:Iteration 54Q (64140.340000 sec): 3 clusters
  Score: Raw -541907.198987 + Penalty 2833.618794 = -539073.580193
  nChanged 18
		SP:Iteration 55Q (64140.500000 sec): 3 clusters
  Score: Raw -541914.953168 + Penalty 2833.618794 = -539081.334373
  nChanged 21
		SP:Iteration 56Q (64140.670000 sec): 3 clusters
  Score: Raw -541926.155902 + Penalty 2833.618794 = -539092.537108
  nChanged 30
		SP:Iteration 57Q (64140.840000 sec): 3 clusters
  Score: Raw -541936.995515 + Penalty 2833.618794 = -539103.376721
  nChanged 19
		SP:Iteration 58Q (64141.000000 sec): 3 clusters
  Score: Raw -541946.848991 + Penalty 2833.618794 = -539113.230197
  nChanged 30
		SP:Iteration 59Q (64141.170000 sec): 3 clusters
  Score: Raw -541965.040583 + Penalty 2833.618794 = -539131.421788
  nChanged 36
		SP:Iteration 60F (64141.330000 sec): 3 clusters
  Score: Raw -541993.009571 + Penalty 2833.618794 = -539159.390776
  nChanged 44
		SP:Iteration 61Q (64141.500000 sec): 3 clusters
  Score: Raw -542010.973420 + Penalty 2833.618794 = -539177.354626
  nChanged 29
		SP:Iteration 62Q (64141.670000 sec): 3 clusters
  Score: Raw -542022.604437 + Penalty 2833.618794 = -539188.985643
  nChanged 25
		SP:Iteration 63Q (64141.880000 sec): 3 clusters
  Score: Raw -542029.110630 + Penalty 2833.618794 = -539195.491836
  nChanged 19
		SP:Iteration 64Q (64142.050000 sec): 3 clusters
  Score: Raw -542035.476393 + Penalty 2833.618794 = -539201.857599
  nChanged 17
		SP:Iteration 65Q (64142.210000 sec): 3 clusters
  Score: Raw -542043.575205 + Penalty 2833.618794 = -539209.956411
  nChanged 16
		SP:Iteration 66Q (64142.360000 sec): 3 clusters
  Score: Raw -542050.836720 + Penalty 2833.618794 = -539217.217926
  nChanged 17
		SP:Iteration 67Q (64142.560000 sec): 3 clusters
  Score: Raw -542058.434181 + Penalty 2833.618794 = -539224.815387
  nChanged 18
		SP:Iteration 68Q (64142.690000 sec): 3 clusters
  Score: Raw -542066.635141 + Penalty 2833.618794 = -539233.016347
  nChanged 14
		SP:Iteration 69Q (64142.870000 sec): 3 clusters
  Score: Raw -542070.878137 + Penalty 2833.618794 = -539237.259343
  nChanged 8
		SP:Iteration 70Q (64143.030000 sec): 3 clusters
  Score: Raw -542074.648407 + Penalty 2833.618794 = -539241.029612
  nChanged 11
		SP:Iteration 71Q (64143.190000 sec): 3 clusters
  Score: Raw -542079.426923 + Penalty 2833.618794 = -539245.808129
  nChanged 10
		SP:Iteration 72Q (64143.360000 sec): 3 clusters
  Score: Raw -542083.295041 + Penalty 2833.618794 = -539249.676246
  nChanged 6
		SP:Iteration 73Q (64143.530000 sec): 3 clusters
  Score: Raw -542086.621193 + Penalty 2833.618794 = -539253.002398
  nChanged 10
		SP:Iteration 74Q (64143.690000 sec): 3 clusters
  Score: Raw -542089.658634 + Penalty 2833.618794 = -539256.039840
  nChanged 4
		SP:Iteration 75Q (64143.860000 sec): 3 clusters
  Score: Raw -542091.785178 + Penalty 2833.618794 = -539258.166383
  nChanged 2
		SP:Iteration 76Q (64144.030000 sec): 3 clusters
  Score: Raw -542092.199098 + Penalty 2833.618794 = -539258.580304
  nChanged 1
		SP:Iteration 77Q (64144.190000 sec): 3 clusters
  Score: Raw -542092.526470 + Penalty 2833.618794 = -539258.907675
  nChanged 2
		SP:Iteration 78Q (64144.360000 sec): 3 clusters
  Score: Raw -542093.425740 + Penalty 2833.618794 = -539259.806946
  nChanged 4
		SP:Iteration 79Q (64144.520000 sec): 3 clusters
  Score: Raw -542094.179119 + Penalty 2833.618794 = -539260.560325
  nChanged 0
		SP:Iteration 80F (64144.730000 sec): 3 clusters
  Score: Raw -542094.179119 + Penalty 2833.618794 = -539260.560325
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (2521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64144.830000 sec): 2 clusters
  Score: Raw -168418.977224 + Penalty 1272.766776 = -167146.210448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64145.020000 sec): 3 clusters
  Score: Raw -167284.987370 + Penalty 2545.533551 = -164739.453819
  nChanged 955
		SP:Iteration 1F (64145.170000 sec): 3 clusters
  Score: Raw -168043.528544 + Penalty 2545.533551 = -165497.994993
  nChanged 260
		SP:Iteration 2F (64145.350000 sec): 3 clusters
  Score: Raw -168295.808221 + Penalty 2545.533551 = -165750.274670
  nChanged 172
		SP:Iteration 3F (64145.520000 sec): 3 clusters
  Score: Raw -168468.542516 + Penalty 2545.533551 = -165923.008965
  nChanged 122
		SP:Iteration 4Q (64145.700000 sec): 3 clusters
  Score: Raw -168582.707296 + Penalty 2545.533551 = -166037.173745
  nChanged 102
		SP:Iteration 5Q (64145.870000 sec): 3 clusters
  Score: Raw -168677.052494 + Penalty 2545.533551 = -166131.518943
  nChanged 90
		SP:Iteration 6Q (64146.050000 sec): 3 clusters
  Score: Raw -168753.040406 + Penalty 2545.533551 = -166207.506855
  nChanged 67
		SP:Iteration 7Q (64146.230000 sec): 3 clusters
  Score: Raw -168796.392094 + Penalty 2545.533551 = -166250.858543
  nChanged 51
		SP:Iteration 8Q (64146.400000 sec): 3 clusters
  Score: Raw -168825.521383 + Penalty 2545.533551 = -166279.987831
  nChanged 37
		SP:Iteration 9Q (64146.580000 sec): 3 clusters
  Score: Raw -168846.287164 + Penalty 2545.533551 = -166300.753613
  nChanged 32
		SP:Iteration 10Q (64146.640000 sec): 3 clusters
  Score: Raw -168864.368563 + Penalty 2545.533551 = -166318.835012
  nChanged 17
		SP:Iteration 11Q (64146.690000 sec): 3 clusters
  Score: Raw -168874.501869 + Penalty 2545.533551 = -166328.968318
  nChanged 18
		SP:Iteration 12Q (64146.740000 sec): 3 clusters
  Score: Raw -168884.311418 + Penalty 2545.533551 = -166338.777866
  nChanged 14
		SP:Iteration 13Q (64146.790000 sec): 3 clusters
  Score: Raw -168891.760273 + Penalty 2545.533551 = -166346.226722
  nChanged 11
		SP:Iteration 14Q (64146.840000 sec): 3 clusters
  Score: Raw -168897.366909 + Penalty 2545.533551 = -166351.833357
  nChanged 14
		SP:Iteration 15Q (64146.890000 sec): 3 clusters
  Score: Raw -168902.726440 + Penalty 2545.533551 = -166357.192888
  nChanged 16
		SP:Iteration 16Q (64146.930000 sec): 3 clusters
  Score: Raw -168909.973332 + Penalty 2545.533551 = -166364.439781
  nChanged 12
		SP:Iteration 17Q (64146.980000 sec): 3 clusters
  Score: Raw -168916.350912 + Penalty 2545.533551 = -166370.817360
  nChanged 12
		SP:Iteration 18Q (64147.030000 sec): 3 clusters
  Score: Raw -168921.187947 + Penalty 2545.533551 = -166375.654396
  nChanged 10
		SP:Iteration 19Q (64147.070000 sec): 3 clusters
  Score: Raw -168925.837529 + Penalty 2545.533551 = -166380.303978
  nChanged 7
		SP:Iteration 20F (64147.120000 sec): 3 clusters
  Score: Raw -168928.300944 + Penalty 2545.533551 = -166382.767393
  nChanged 6
		SP:Iteration 21Q (64147.170000 sec): 3 clusters
  Score: Raw -168930.399830 + Penalty 2545.533551 = -166384.866279
  nChanged 7
		SP:Iteration 22Q (64147.220000 sec): 3 clusters
  Score: Raw -168933.371887 + Penalty 2545.533551 = -166387.838335
  nChanged 8
		SP:Iteration 23Q (64147.270000 sec): 3 clusters
  Score: Raw -168936.960214 + Penalty 2545.533551 = -166391.426663
  nChanged 6
		SP:Iteration 24Q (64147.310000 sec): 3 clusters
  Score: Raw -168938.713525 + Penalty 2545.533551 = -166393.179974
  nChanged 5
		SP:Iteration 25Q (64147.360000 sec): 3 clusters
  Score: Raw -168941.288824 + Penalty 2545.533551 = -166395.755273
  nChanged 7
		SP:Iteration 26Q (64147.410000 sec): 3 clusters
  Score: Raw -168944.251753 + Penalty 2545.533551 = -166398.718201
  nChanged 10
		SP:Iteration 27Q (64147.460000 sec): 3 clusters
  Score: Raw -168948.155182 + Penalty 2545.533551 = -166402.621630
  nChanged 8
		SP:Iteration 28Q (64147.510000 sec): 3 clusters
  Score: Raw -168953.597198 + Penalty 2545.533551 = -166408.063647
  nChanged 8
		SP:Iteration 29Q (64147.550000 sec): 3 clusters
  Score: Raw -168956.365717 + Penalty 2545.533551 = -166410.832166
  nChanged 8
		SP:Iteration 30Q (64147.600000 sec): 3 clusters
  Score: Raw -168959.822105 + Penalty 2545.533551 = -166414.288554
  nChanged 9
		SP:Iteration 31Q (64147.650000 sec): 3 clusters
  Score: Raw -168963.929065 + Penalty 2545.533551 = -166418.395513
  nChanged 9
		SP:Iteration 32Q (64147.690000 sec): 3 clusters
  Score: Raw -168968.404002 + Penalty 2545.533551 = -166422.870451
  nChanged 5
		SP:Iteration 33Q (64147.740000 sec): 3 clusters
  Score: Raw -168970.427266 + Penalty 2545.533551 = -166424.893715
  nChanged 3
		SP:Iteration 34Q (64147.790000 sec): 3 clusters
  Score: Raw -168970.936362 + Penalty 2545.533551 = -166425.402811
  nChanged 1
		SP:Iteration 35Q (64147.840000 sec): 3 clusters
  Score: Raw -168971.149728 + Penalty 2545.533551 = -166425.616177
  nChanged 0
		SP:Iteration 36F (64147.890000 sec): 3 clusters
  Score: Raw -168971.149728 + Penalty 2545.533551 = -166425.616177
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (2548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64147.950000 sec): 2 clusters
  Score: Raw -210942.651714 + Penalty 1274.497903 = -209668.153811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64148.000000 sec): 3 clusters
  Score: Raw -209810.005112 + Penalty 2548.995805 = -207261.009307
  nChanged 952
		SP:Iteration 1F (64148.040000 sec): 3 clusters
  Score: Raw -210500.680211 + Penalty 2548.995805 = -207951.684405
  nChanged 243
		SP:Iteration 2F (64148.180000 sec): 3 clusters
  Score: Raw -210687.666382 + Penalty 2548.995805 = -208138.670576
  nChanged 152
		SP:Iteration 3F (64148.350000 sec): 3 clusters
  Score: Raw -210812.911898 + Penalty 2548.995805 = -208263.916092
  nChanged 102
		SP:Iteration 4Q (64148.530000 sec): 3 clusters
  Score: Raw -210883.646370 + Penalty 2548.995805 = -208334.650565
  nChanged 77
		SP:Iteration 5Q (64148.710000 sec): 3 clusters
  Score: Raw -210934.600963 + Penalty 2548.995805 = -208385.605157
  nChanged 63
		SP:Iteration 6Q (64148.880000 sec): 3 clusters
  Score: Raw -210972.092949 + Penalty 2548.995805 = -208423.097144
  nChanged 53
		SP:Iteration 7Q (64149.060000 sec): 3 clusters
  Score: Raw -211006.070353 + Penalty 2548.995805 = -208457.074548
  nChanged 52
		SP:Iteration 8Q (64149.230000 sec): 3 clusters
  Score: Raw -211042.741262 + Penalty 2548.995805 = -208493.745457
  nChanged 50
		SP:Iteration 9Q (64149.410000 sec): 3 clusters
  Score: Raw -211076.275885 + Penalty 2548.995805 = -208527.280080
  nChanged 37
		SP:Iteration 10Q (64149.540000 sec): 3 clusters
  Score: Raw -211103.286744 + Penalty 2548.995805 = -208554.290939
  nChanged 30
		SP:Iteration 11Q (64149.720000 sec): 3 clusters
  Score: Raw -211129.545319 + Penalty 2548.995805 = -208580.549514
  nChanged 36
		SP:Iteration 12Q (64149.890000 sec): 3 clusters
  Score: Raw -211159.768408 + Penalty 2548.995805 = -208610.772603
  nChanged 44
		SP:Iteration 13Q (64150.070000 sec): 3 clusters
  Score: Raw -211190.040067 + Penalty 2548.995805 = -208641.044262
  nChanged 23
		SP:Iteration 14Q (64150.240000 sec): 3 clusters
  Score: Raw -211206.500499 + Penalty 2548.995805 = -208657.504694
  nChanged 23
		SP:Iteration 15Q (64150.420000 sec): 3 clusters
  Score: Raw -211221.952920 + Penalty 2548.995805 = -208672.957115
  nChanged 18
		SP:Iteration 16Q (64150.590000 sec): 3 clusters
  Score: Raw -211230.601241 + Penalty 2548.995805 = -208681.605435
  nChanged 13
		SP:Iteration 17Q (64150.770000 sec): 3 clusters
  Score: Raw -211238.907698 + Penalty 2548.995805 = -208689.911892
  nChanged 5
		SP:Iteration 18Q (64150.950000 sec): 3 clusters
  Score: Raw -211241.568663 + Penalty 2548.995805 = -208692.572858
  nChanged 8
		SP:Iteration 19Q (64151.120000 sec): 3 clusters
  Score: Raw -211245.117070 + Penalty 2548.995805 = -208696.121265
  nChanged 5
		SP:Iteration 20F (64151.300000 sec): 3 clusters
  Score: Raw -211248.668111 + Penalty 2548.995805 = -208699.672306
  nChanged 7
		SP:Iteration 21Q (64151.470000 sec): 3 clusters
  Score: Raw -211252.990906 + Penalty 2548.995805 = -208703.995101
  nChanged 7
		SP:Iteration 22Q (64151.650000 sec): 3 clusters
  Score: Raw -211258.338233 + Penalty 2548.995805 = -208709.342428
  nChanged 9
		SP:Iteration 23Q (64151.830000 sec): 3 clusters
  Score: Raw -211264.400313 + Penalty 2548.995805 = -208715.404507
  nChanged 9
		SP:Iteration 24Q (64152.000000 sec): 3 clusters
  Score: Raw -211269.001882 + Penalty 2548.995805 = -208720.006077
  nChanged 5
		SP:Iteration 25Q (64152.180000 sec): 3 clusters
  Score: Raw -211271.795515 + Penalty 2548.995805 = -208722.799710
  nChanged 1
		SP:Iteration 26Q (64152.350000 sec): 3 clusters
  Score: Raw -211272.350712 + Penalty 2548.995805 = -208723.354907
  nChanged 1
		SP:Iteration 27Q (64152.530000 sec): 3 clusters
  Score: Raw -211272.853469 + Penalty 2548.995805 = -208723.857664
  nChanged 3
		SP:Iteration 28Q (64152.710000 sec): 3 clusters
  Score: Raw -211273.991591 + Penalty 2548.995805 = -208724.995786
  nChanged 5
		SP:Iteration 29Q (64152.880000 sec): 3 clusters
  Score: Raw -211276.816663 + Penalty 2548.995805 = -208727.820857
  nChanged 3
		SP:Iteration 30Q (64153.060000 sec): 3 clusters
  Score: Raw -211278.292493 + Penalty 2548.995805 = -208729.296688
  nChanged 5
		SP:Iteration 31Q (64153.230000 sec): 3 clusters
  Score: Raw -211280.136587 + Penalty 2548.995805 = -208731.140781
  nChanged 1
		SP:Iteration 32Q (64153.410000 sec): 3 clusters
  Score: Raw -211280.498173 + Penalty 2548.995805 = -208731.502368
  nChanged 2
		SP:Iteration 33Q (64153.580000 sec): 3 clusters
  Score: Raw -211281.094657 + Penalty 2548.995805 = -208732.098852
  nChanged 3
		SP:Iteration 34Q (64153.760000 sec): 3 clusters
  Score: Raw -211282.440618 + Penalty 2548.995805 = -208733.444812
  nChanged 2
		SP:Iteration 35Q (64153.940000 sec): 3 clusters
  Score: Raw -211284.611432 + Penalty 2548.995805 = -208735.615627
  nChanged 8
		SP:Iteration 36Q (64154.110000 sec): 3 clusters
  Score: Raw -211290.397794 + Penalty 2548.995805 = -208741.401989
  nChanged 7
		SP:Iteration 37Q (64154.290000 sec): 3 clusters
  Score: Raw -211294.447830 + Penalty 2548.995805 = -208745.452024
  nChanged 7
		SP:Iteration 38Q (64154.460000 sec): 3 clusters
  Score: Raw -211299.797270 + Penalty 2548.995805 = -208750.801464
  nChanged 12
		SP:Iteration 39Q (64154.640000 sec): 3 clusters
  Score: Raw -211309.807954 + Penalty 2548.995805 = -208760.812148
  nChanged 15
		SP:Iteration 40F (64154.820000 sec): 3 clusters
  Score: Raw -211321.577617 + Penalty 2548.995805 = -208772.581811
  nChanged 13
		SP:Iteration 41Q (64154.990000 sec): 3 clusters
  Score: Raw -211331.810939 + Penalty 2548.995805 = -208782.815133
  nChanged 11
		SP:Iteration 42Q (64155.170000 sec): 3 clusters
  Score: Raw -211340.152535 + Penalty 2548.995805 = -208791.156729
  nChanged 9
		SP:Iteration 43Q (64155.340000 sec): 3 clusters
  Score: Raw -211344.561938 + Penalty 2548.995805 = -208795.566132
  nChanged 7
		SP:Iteration 44Q (64155.490000 sec): 3 clusters
  Score: Raw -211349.772562 + Penalty 2548.995805 = -208800.776757
  nChanged 5
		SP:Iteration 45Q (64155.650000 sec): 3 clusters
  Score: Raw -211353.381337 + Penalty 2548.995805 = -208804.385531
  nChanged 3
		SP:Iteration 46Q (64155.790000 sec): 3 clusters
  Score: Raw -211355.260793 + Penalty 2548.995805 = -208806.264987
  nChanged 5
		SP:Iteration 47Q (64155.840000 sec): 3 clusters
  Score: Raw -211359.245702 + Penalty 2548.995805 = -208810.249897
  nChanged 4
		SP:Iteration 48Q (64155.890000 sec): 3 clusters
  Score: Raw -211361.967597 + Penalty 2548.995805 = -208812.971791
  nChanged 2
		SP:Iteration 49Q (64155.940000 sec): 3 clusters
  Score: Raw -211362.901095 + Penalty 2548.995805 = -208813.905289
  nChanged 3
		SP:Iteration 50Q (64155.990000 sec): 3 clusters
  Score: Raw -211363.823151 + Penalty 2548.995805 = -208814.827346
  nChanged 2
		SP:Iteration 51Q (64156.040000 sec): 3 clusters
  Score: Raw -211365.130548 + Penalty 2548.995805 = -208816.134742
  nChanged 4
		SP:Iteration 52Q (64156.080000 sec): 3 clusters
  Score: Raw -211367.120750 + Penalty 2548.995805 = -208818.124945
  nChanged 3
		SP:Iteration 53Q (64156.130000 sec): 3 clusters
  Score: Raw -211367.927651 + Penalty 2548.995805 = -208818.931846
  nChanged 1
		SP:Iteration 54Q (64156.240000 sec): 3 clusters
  Score: Raw -211368.038010 + Penalty 2548.995805 = -208819.042204
  nChanged 0
		SP:Iteration 55F (64156.290000 sec): 3 clusters
  Score: Raw -211368.038010 + Penalty 2548.995805 = -208819.042204
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (6234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64156.410000 sec): 2 clusters
  Score: Raw -533008.782556 + Penalty 1419.888187 = -531588.894369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64156.620000 sec): 3 clusters
  Score: Raw -529704.653134 + Penalty 2839.776375 = -526864.876759
  nChanged 2614
		SP:Iteration 1F (64156.760000 sec): 3 clusters
  Score: Raw -531147.394965 + Penalty 2839.776375 = -528307.618591
  nChanged 470
		SP:Iteration 2F (64156.960000 sec): 3 clusters
  Score: Raw -531431.673333 + Penalty 2839.776375 = -528591.896959
  nChanged 372
		SP:Iteration 3F (64157.120000 sec): 3 clusters
  Score: Raw -531652.545676 + Penalty 2839.776375 = -528812.769302
  nChanged 328
		SP:Iteration 4F (64157.330000 sec): 3 clusters
  Score: Raw -531869.997393 + Penalty 2839.776375 = -529030.221018
  nChanged 327
		SP:Iteration 5F (64157.500000 sec): 3 clusters
  Score: Raw -532137.056389 + Penalty 2839.776375 = -529297.280015
  nChanged 335
		SP:Iteration 6F (64157.650000 sec): 3 clusters
  Score: Raw -532387.193887 + Penalty 2839.776375 = -529547.417512
  nChanged 286
		SP:Iteration 7Q (64157.810000 sec): 3 clusters
  Score: Raw -532592.542612 + Penalty 2839.776375 = -529752.766238
  nChanged 270
		SP:Iteration 8Q (64157.980000 sec): 3 clusters
  Score: Raw -532775.454953 + Penalty 2839.776375 = -529935.678579
  nChanged 209
		SP:Iteration 9Q (64158.140000 sec): 3 clusters
  Score: Raw -532924.625657 + Penalty 2839.776375 = -530084.849283
  nChanged 207
		SP:Iteration 10Q (64158.240000 sec): 3 clusters
  Score: Raw -533062.883224 + Penalty 2839.776375 = -530223.106850
  nChanged 192
		SP:Iteration 11Q (64158.440000 sec): 3 clusters
  Score: Raw -533188.291543 + Penalty 2839.776375 = -530348.515168
  nChanged 171
		SP:Iteration 12Q (64158.650000 sec): 3 clusters
  Score: Raw -533299.468399 + Penalty 2839.776375 = -530459.692025
  nChanged 151
		SP:Iteration 13Q (64158.810000 sec): 3 clusters
  Score: Raw -533393.839096 + Penalty 2839.776375 = -530554.062722
  nChanged 131
		SP:Iteration 14Q (64158.990000 sec): 3 clusters
  Score: Raw -533466.861502 + Penalty 2839.776375 = -530627.085128
  nChanged 101
		SP:Iteration 15Q (64159.150000 sec): 3 clusters
  Score: Raw -533511.760964 + Penalty 2839.776375 = -530671.984589
  nChanged 90
		SP:Iteration 16Q (64159.250000 sec): 3 clusters
  Score: Raw -533548.351268 + Penalty 2839.776375 = -530708.574894
  nChanged 79
		SP:Iteration 17Q (64159.350000 sec): 3 clusters
  Score: Raw -533576.859956 + Penalty 2839.776375 = -530737.083582
  nChanged 46
		SP:Iteration 18Q (64159.460000 sec): 3 clusters
  Score: Raw -533587.808737 + Penalty 2839.776375 = -530748.032363
  nChanged 23
		SP:Iteration 19Q (64159.560000 sec): 3 clusters
  Score: Raw -533594.428698 + Penalty 2839.776375 = -530754.652324
  nChanged 24
		SP:Iteration 20F (64159.740000 sec): 3 clusters
  Score: Raw -533601.837861 + Penalty 2839.776375 = -530762.061486
  nChanged 20
		SP:Iteration 21Q (64159.960000 sec): 3 clusters
  Score: Raw -533607.338672 + Penalty 2839.776375 = -530767.562297
  nChanged 24
		SP:Iteration 22Q (64160.120000 sec): 3 clusters
  Score: Raw -533613.293947 + Penalty 2839.776375 = -530773.517572
  nChanged 28
		SP:Iteration 23Q (64160.300000 sec): 3 clusters
  Score: Raw -533619.318723 + Penalty 2839.776375 = -530779.542348
  nChanged 21
		SP:Iteration 24Q (64160.480000 sec): 3 clusters
  Score: Raw -533624.599291 + Penalty 2839.776375 = -530784.822917
  nChanged 16
		SP:Iteration 25Q (64160.640000 sec): 3 clusters
  Score: Raw -533629.068721 + Penalty 2839.776375 = -530789.292346
  nChanged 15
		SP:Iteration 26Q (64160.820000 sec): 3 clusters
  Score: Raw -533632.747957 + Penalty 2839.776375 = -530792.971582
  nChanged 13
		SP:Iteration 27Q (64160.990000 sec): 3 clusters
  Score: Raw -533636.389648 + Penalty 2839.776375 = -530796.613273
  nChanged 15
		SP:Iteration 28Q (64161.160000 sec): 3 clusters
  Score: Raw -533640.097458 + Penalty 2839.776375 = -530800.321083
  nChanged 18
		SP:Iteration 29Q (64161.370000 sec): 3 clusters
  Score: Raw -533643.910679 + Penalty 2839.776375 = -530804.134304
  nChanged 13
		SP:Iteration 30Q (64161.530000 sec): 3 clusters
  Score: Raw -533646.431823 + Penalty 2839.776375 = -530806.655449
  nChanged 17
		SP:Iteration 31Q (64161.700000 sec): 3 clusters
  Score: Raw -533649.117601 + Penalty 2839.776375 = -530809.341226
  nChanged 9
		SP:Iteration 32Q (64161.860000 sec): 3 clusters
  Score: Raw -533650.992947 + Penalty 2839.776375 = -530811.216573
  nChanged 8
		SP:Iteration 33Q (64162.020000 sec): 3 clusters
  Score: Raw -533652.142116 + Penalty 2839.776375 = -530812.365742
  nChanged 5
		SP:Iteration 34Q (64162.190000 sec): 3 clusters
  Score: Raw -533652.791340 + Penalty 2839.776375 = -530813.014966
  nChanged 5
		SP:Iteration 35Q (64162.350000 sec): 3 clusters
  Score: Raw -533653.410949 + Penalty 2839.776375 = -530813.634574
  nChanged 5
		SP:Iteration 36Q (64162.520000 sec): 3 clusters
  Score: Raw -533653.908432 + Penalty 2839.776375 = -530814.132057
  nChanged 4
		SP:Iteration 37Q (64162.680000 sec): 3 clusters
  Score: Raw -533654.666972 + Penalty 2839.776375 = -530814.890598
  nChanged 5
		SP:Iteration 38Q (64162.840000 sec): 3 clusters
  Score: Raw -533655.398666 + Penalty 2839.776375 = -530815.622291
  nChanged 5
		SP:Iteration 39Q (64163.050000 sec): 3 clusters
  Score: Raw -533655.982527 + Penalty 2839.776375 = -530816.206152
  nChanged 7
		SP:Iteration 40F (64163.110000 sec): 3 clusters
  Score: Raw -533657.387616 + Penalty 2839.776375 = -530817.611242
  nChanged 6
		SP:Iteration 41Q (64163.220000 sec): 3 clusters
  Score: Raw -533658.224949 + Penalty 2839.776375 = -530818.448575
  nChanged 7
		SP:Iteration 42Q (64163.420000 sec): 3 clusters
  Score: Raw -533659.699822 + Penalty 2839.776375 = -530819.923447
  nChanged 5
		SP:Iteration 43Q (64163.630000 sec): 3 clusters
  Score: Raw -533660.778682 + Penalty 2839.776375 = -530821.002308
  nChanged 5
		SP:Iteration 44Q (64163.800000 sec): 3 clusters
  Score: Raw -533661.657163 + Penalty 2839.776375 = -530821.880788
  nChanged 1
		SP:Iteration 45Q (64163.960000 sec): 3 clusters
  Score: Raw -533661.896851 + Penalty 2839.776375 = -530822.120477
  nChanged 0
		SP:Iteration 46F (64164.130000 sec): 3 clusters
  Score: Raw -533661.896851 + Penalty 2839.776375 = -530822.120477
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (7215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64164.260000 sec): 2 clusters
  Score: Raw -621173.737180 + Penalty 1443.636589 = -619730.100590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64164.450000 sec): 3 clusters
  Score: Raw -617179.507198 + Penalty 2887.273178 = -614292.234020
  nChanged 3089
		SP:Iteration 1F (64164.570000 sec): 3 clusters
  Score: Raw -618968.618747 + Penalty 2887.273178 = -616081.345569
  nChanged 568
		SP:Iteration 2F (64164.780000 sec): 3 clusters
  Score: Raw -619381.698793 + Penalty 2887.273178 = -616494.425615
  nChanged 506
		SP:Iteration 3F (64164.940000 sec): 3 clusters
  Score: Raw -619737.566710 + Penalty 2887.273178 = -616850.293531
  nChanged 434
		SP:Iteration 4F (64165.140000 sec): 3 clusters
  Score: Raw -619998.098204 + Penalty 2887.273178 = -617110.825026
  nChanged 350
		SP:Iteration 5Q (64165.350000 sec): 3 clusters
  Score: Raw -620195.644737 + Penalty 2887.273178 = -617308.371559
  nChanged 315
		SP:Iteration 6Q (64165.560000 sec): 3 clusters
  Score: Raw -620409.749613 + Penalty 2887.273178 = -617522.476435
  nChanged 294
		SP:Iteration 7Q (64165.760000 sec): 3 clusters
  Score: Raw -620630.205251 + Penalty 2887.273178 = -617742.932073
  nChanged 274
		SP:Iteration 8Q (64165.960000 sec): 3 clusters
  Score: Raw -620846.961797 + Penalty 2887.273178 = -617959.688619
  nChanged 310
		SP:Iteration 9Q (64166.170000 sec): 3 clusters
  Score: Raw -621146.862068 + Penalty 2887.273178 = -618259.588890
  nChanged 326
		SP:Iteration 10Q (64166.380000 sec): 3 clusters
  Score: Raw -621481.035338 + Penalty 2887.273178 = -618593.762160
  nChanged 309
		SP:Iteration 11Q (64166.580000 sec): 3 clusters
  Score: Raw -621724.297275 + Penalty 2887.273178 = -618837.024097
  nChanged 229
		SP:Iteration 12Q (64166.780000 sec): 3 clusters
  Score: Raw -621863.594558 + Penalty 2887.273178 = -618976.321380
  nChanged 176
		SP:Iteration 13Q (64166.990000 sec): 3 clusters
  Score: Raw -621938.411647 + Penalty 2887.273178 = -619051.138469
  nChanged 99
		SP:Iteration 14Q (64167.190000 sec): 3 clusters
  Score: Raw -621974.823531 + Penalty 2887.273178 = -619087.550353
  nChanged 83
		SP:Iteration 15Q (64167.400000 sec): 3 clusters
  Score: Raw -622001.168270 + Penalty 2887.273178 = -619113.895092
  nChanged 61
		SP:Iteration 16Q (64167.600000 sec): 3 clusters
  Score: Raw -622017.091848 + Penalty 2887.273178 = -619129.818670
  nChanged 50
		SP:Iteration 17Q (64167.800000 sec): 3 clusters
  Score: Raw -622028.937874 + Penalty 2887.273178 = -619141.664695
  nChanged 45
		SP:Iteration 18Q (64168.010000 sec): 3 clusters
  Score: Raw -622038.721118 + Penalty 2887.273178 = -619151.447940
  nChanged 37
		SP:Iteration 19Q (64168.210000 sec): 3 clusters
  Score: Raw -622046.526253 + Penalty 2887.273178 = -619159.253075
  nChanged 25
		SP:Iteration 20F (64168.420000 sec): 3 clusters
  Score: Raw -622052.147787 + Penalty 2887.273178 = -619164.874608
  nChanged 29
		SP:Iteration 21Q (64168.620000 sec): 3 clusters
  Score: Raw -622057.490031 + Penalty 2887.273178 = -619170.216853
  nChanged 17
		SP:Iteration 22Q (64168.820000 sec): 3 clusters
  Score: Raw -622059.958846 + Penalty 2887.273178 = -619172.685668
  nChanged 14
		SP:Iteration 23Q (64169.030000 sec): 3 clusters
  Score: Raw -622062.252233 + Penalty 2887.273178 = -619174.979055
  nChanged 12
		SP:Iteration 24Q (64169.230000 sec): 3 clusters
  Score: Raw -622064.254553 + Penalty 2887.273178 = -619176.981375
  nChanged 11
		SP:Iteration 25Q (64169.440000 sec): 3 clusters
  Score: Raw -622066.140684 + Penalty 2887.273178 = -619178.867506
  nChanged 9
		SP:Iteration 26Q (64169.640000 sec): 3 clusters
  Score: Raw -622067.647202 + Penalty 2887.273178 = -619180.374024
  nChanged 9
		SP:Iteration 27Q (64169.840000 sec): 3 clusters
  Score: Raw -622068.628429 + Penalty 2887.273178 = -619181.355250
  nChanged 5
		SP:Iteration 28Q (64170.050000 sec): 3 clusters
  Score: Raw -622069.470584 + Penalty 2887.273178 = -619182.197406
  nChanged 6
		SP:Iteration 29Q (64170.250000 sec): 3 clusters
  Score: Raw -622070.090421 + Penalty 2887.273178 = -619182.817243
  nChanged 8
		SP:Iteration 30Q (64170.460000 sec): 3 clusters
  Score: Raw -622071.661121 + Penalty 2887.273178 = -619184.387942
  nChanged 13
		SP:Iteration 31Q (64170.660000 sec): 3 clusters
  Score: Raw -622074.645760 + Penalty 2887.273178 = -619187.372582
  nChanged 22
		SP:Iteration 32Q (64170.860000 sec): 3 clusters
  Score: Raw -622078.440701 + Penalty 2887.273178 = -619191.167523
  nChanged 14
		SP:Iteration 33Q (64171.070000 sec): 3 clusters
  Score: Raw -622080.761528 + Penalty 2887.273178 = -619193.488350
  nChanged 14
		SP:Iteration 34Q (64171.270000 sec): 3 clusters
  Score: Raw -622083.612487 + Penalty 2887.273178 = -619196.339309
  nChanged 16
		SP:Iteration 35Q (64171.480000 sec): 3 clusters
  Score: Raw -622086.582434 + Penalty 2887.273178 = -619199.309255
  nChanged 25
		SP:Iteration 36Q (64171.670000 sec): 3 clusters
  Score: Raw -622093.565964 + Penalty 2887.273178 = -619206.292786
  nChanged 34
		SP:Iteration 37Q (64171.880000 sec): 3 clusters
  Score: Raw -622104.733628 + Penalty 2887.273178 = -619217.460450
  nChanged 38
		SP:Iteration 38Q (64172.080000 sec): 3 clusters
  Score: Raw -622121.960471 + Penalty 2887.273178 = -619234.687293
  nChanged 53
		SP:Iteration 39Q (64172.280000 sec): 3 clusters
  Score: Raw -622147.050289 + Penalty 2887.273178 = -619259.777110
  nChanged 68
		SP:Iteration 40F (64172.480000 sec): 3 clusters
  Score: Raw -622185.543830 + Penalty 2887.273178 = -619298.270651
  nChanged 80
		SP:Iteration 41Q (64172.680000 sec): 3 clusters
  Score: Raw -622229.382816 + Penalty 2887.273178 = -619342.109638
  nChanged 89
		SP:Iteration 42Q (64172.880000 sec): 3 clusters
  Score: Raw -622272.662481 + Penalty 2887.273178 = -619385.389303
  nChanged 79
		SP:Iteration 43Q (64173.000000 sec): 3 clusters
  Score: Raw -622304.518725 + Penalty 2887.273178 = -619417.245546
  nChanged 61
		SP:Iteration 44Q (64173.110000 sec): 3 clusters
  Score: Raw -622333.404066 + Penalty 2887.273178 = -619446.130887
  nChanged 53
		SP:Iteration 45Q (64173.320000 sec): 3 clusters
  Score: Raw -622354.434014 + Penalty 2887.273178 = -619467.160836
  nChanged 41
		SP:Iteration 46Q (64173.490000 sec): 3 clusters
  Score: Raw -622366.144222 + Penalty 2887.273178 = -619478.871044
  nChanged 31
		SP:Iteration 47Q (64173.680000 sec): 3 clusters
  Score: Raw -622373.974315 + Penalty 2887.273178 = -619486.701137
  nChanged 29
		SP:Iteration 48Q (64173.880000 sec): 3 clusters
  Score: Raw -622380.157148 + Penalty 2887.273178 = -619492.883970
  nChanged 25
		SP:Iteration 49Q (64174.080000 sec): 3 clusters
  Score: Raw -622385.138413 + Penalty 2887.273178 = -619497.865234
  nChanged 24
		SP:Iteration 50Q (64174.280000 sec): 3 clusters
  Score: Raw -622390.062465 + Penalty 2887.273178 = -619502.789287
  nChanged 28
		SP:Iteration 51Q (64174.480000 sec): 3 clusters
  Score: Raw -622396.592793 + Penalty 2887.273178 = -619509.319615
  nChanged 26
		SP:Iteration 52Q (64174.680000 sec): 3 clusters
  Score: Raw -622402.475402 + Penalty 2887.273178 = -619515.202224
  nChanged 17
		SP:Iteration 53Q (64174.880000 sec): 3 clusters
  Score: Raw -622406.609833 + Penalty 2887.273178 = -619519.336655
  nChanged 21
		SP:Iteration 54Q (64175.080000 sec): 3 clusters
  Score: Raw -622412.495302 + Penalty 2887.273178 = -619525.222123
  nChanged 25
		SP:Iteration 55Q (64175.280000 sec): 3 clusters
  Score: Raw -622421.025203 + Penalty 2887.273178 = -619533.752025
  nChanged 25
		SP:Iteration 56Q (64175.480000 sec): 3 clusters
  Score: Raw -622427.940511 + Penalty 2887.273178 = -619540.667332
  nChanged 19
		SP:Iteration 57Q (64175.680000 sec): 3 clusters
  Score: Raw -622432.133215 + Penalty 2887.273178 = -619544.860037
  nChanged 14
		SP:Iteration 58Q (64175.880000 sec): 3 clusters
  Score: Raw -622435.234576 + Penalty 2887.273178 = -619547.961398
  nChanged 11
		SP:Iteration 59Q (64176.080000 sec): 3 clusters
  Score: Raw -622437.256902 + Penalty 2887.273178 = -619549.983723
  nChanged 8
		SP:Iteration 60F (64176.280000 sec): 3 clusters
  Score: Raw -622438.318399 + Penalty 2887.273178 = -619551.045221
  nChanged 6
		SP:Iteration 61Q (64176.480000 sec): 3 clusters
  Score: Raw -622439.495653 + Penalty 2887.273178 = -619552.222475
  nChanged 11
		SP:Iteration 62Q (64176.680000 sec): 3 clusters
  Score: Raw -622441.093527 + Penalty 2887.273178 = -619553.820349
  nChanged 13
		SP:Iteration 63Q (64176.880000 sec): 3 clusters
  Score: Raw -622443.516306 + Penalty 2887.273178 = -619556.243127
  nChanged 11
		SP:Iteration 64Q (64177.080000 sec): 3 clusters
  Score: Raw -622445.857908 + Penalty 2887.273178 = -619558.584730
  nChanged 10
		SP:Iteration 65Q (64177.280000 sec): 3 clusters
  Score: Raw -622447.325818 + Penalty 2887.273178 = -619560.052640
  nChanged 7
		SP:Iteration 66Q (64177.480000 sec): 3 clusters
  Score: Raw -622448.940494 + Penalty 2887.273178 = -619561.667316
  nChanged 9
		SP:Iteration 67Q (64177.680000 sec): 3 clusters
  Score: Raw -622450.903039 + Penalty 2887.273178 = -619563.629861
  nChanged 8
		SP:Iteration 68Q (64177.880000 sec): 3 clusters
  Score: Raw -622452.225895 + Penalty 2887.273178 = -619564.952717
  nChanged 8
		SP:Iteration 69Q (64178.080000 sec): 3 clusters
  Score: Raw -622453.589086 + Penalty 2887.273178 = -619566.315908
  nChanged 4
		SP:Iteration 70Q (64178.280000 sec): 3 clusters
  Score: Raw -622454.414963 + Penalty 2887.273178 = -619567.141784
  nChanged 4
		SP:Iteration 71Q (64178.480000 sec): 3 clusters
  Score: Raw -622455.009861 + Penalty 2887.273178 = -619567.736683
  nChanged 1
		SP:Iteration 72Q (64178.680000 sec): 3 clusters
  Score: Raw -622455.082610 + Penalty 2887.273178 = -619567.809432
  nChanged 2
		SP:Iteration 73Q (64178.880000 sec): 3 clusters
  Score: Raw -622455.373023 + Penalty 2887.273178 = -619568.099844
  nChanged 4
		SP:Iteration 74Q (64179.080000 sec): 3 clusters
  Score: Raw -622455.957050 + Penalty 2887.273178 = -619568.683872
  nChanged 4
		SP:Iteration 75Q (64179.280000 sec): 3 clusters
  Score: Raw -622456.611175 + Penalty 2887.273178 = -619569.337996
  nChanged 6
		SP:Iteration 76Q (64179.480000 sec): 3 clusters
  Score: Raw -622458.057079 + Penalty 2887.273178 = -619570.783901
  nChanged 7
		SP:Iteration 77Q (64179.680000 sec): 3 clusters
  Score: Raw -622459.543362 + Penalty 2887.273178 = -619572.270184
  nChanged 9
		SP:Iteration 78Q (64179.880000 sec): 3 clusters
  Score: Raw -622461.128658 + Penalty 2887.273178 = -619573.855479
  nChanged 6
		SP:Iteration 79Q (64180.080000 sec): 3 clusters
  Score: Raw -622461.956327 + Penalty 2887.273178 = -619574.683149
  nChanged 2
		SP:Iteration 80F (64180.280000 sec): 3 clusters
  Score: Raw -622462.417852 + Penalty 2887.273178 = -619575.144674
  nChanged 3
		SP:Iteration 81Q (64180.480000 sec): 3 clusters
  Score: Raw -622462.857356 + Penalty 2887.273178 = -619575.584178
  nChanged 4
		SP:Iteration 82Q (64180.680000 sec): 3 clusters
  Score: Raw -622463.227675 + Penalty 2887.273178 = -619575.954497
  nChanged 3
		SP:Iteration 83Q (64180.880000 sec): 3 clusters
  Score: Raw -622463.582378 + Penalty 2887.273178 = -619576.309200
  nChanged 2
		SP:Iteration 84Q (64181.080000 sec): 3 clusters
  Score: Raw -622463.983417 + Penalty 2887.273178 = -619576.710239
  nChanged 2
		SP:Iteration 85Q (64181.280000 sec): 3 clusters
  Score: Raw -622464.469170 + Penalty 2887.273178 = -619577.195991
  nChanged 0
		SP:Iteration 86F (64181.480000 sec): 3 clusters
  Score: Raw -622464.469170 + Penalty 2887.273178 = -619577.195991
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (4483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64181.600000 sec): 2 clusters
  Score: Raw -399223.394231 + Penalty 1366.307758 = -397857.086472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64181.780000 sec): 3 clusters
  Score: Raw -396935.148287 + Penalty 2732.615517 = -394202.532770
  nChanged 1769
		SP:Iteration 1F (64181.950000 sec): 3 clusters
  Score: Raw -397975.786013 + Penalty 2732.615517 = -395243.170496
  nChanged 403
		SP:Iteration 2F (64182.130000 sec): 3 clusters
  Score: Raw -398328.078226 + Penalty 2732.615517 = -395595.462709
  nChanged 352
		SP:Iteration 3F (64182.300000 sec): 3 clusters
  Score: Raw -398692.634973 + Penalty 2732.615517 = -395960.019456
  nChanged 335
		SP:Iteration 4F (64182.480000 sec): 3 clusters
  Score: Raw -399026.237245 + Penalty 2732.615517 = -396293.621728
  nChanged 316
		SP:Iteration 5F (64182.660000 sec): 3 clusters
  Score: Raw -399294.978358 + Penalty 2732.615517 = -396562.362841
  nChanged 239
		SP:Iteration 6F (64182.830000 sec): 3 clusters
  Score: Raw -399471.860767 + Penalty 2732.615517 = -396739.245250
  nChanged 174
		SP:Iteration 7Q (64183.010000 sec): 3 clusters
  Score: Raw -399582.100142 + Penalty 2732.615517 = -396849.484625
  nChanged 115
		SP:Iteration 8Q (64183.180000 sec): 3 clusters
  Score: Raw -399647.805637 + Penalty 2732.615517 = -396915.190120
  nChanged 88
		SP:Iteration 9Q (64183.360000 sec): 3 clusters
  Score: Raw -399692.608773 + Penalty 2732.615517 = -396959.993256
  nChanged 71
		SP:Iteration 10Q (64183.530000 sec): 3 clusters
  Score: Raw -399742.054736 + Penalty 2732.615517 = -397009.439219
  nChanged 71
		SP:Iteration 11Q (64183.710000 sec): 3 clusters
  Score: Raw -399788.909430 + Penalty 2732.615517 = -397056.293913
  nChanged 60
		SP:Iteration 12Q (64183.880000 sec): 3 clusters
  Score: Raw -399824.592991 + Penalty 2732.615517 = -397091.977475
  nChanged 48
		SP:Iteration 13Q (64184.060000 sec): 3 clusters
  Score: Raw -399858.229934 + Penalty 2732.615517 = -397125.614417
  nChanged 44
		SP:Iteration 14Q (64184.240000 sec): 3 clusters
  Score: Raw -399885.269328 + Penalty 2732.615517 = -397152.653811
  nChanged 44
		SP:Iteration 15Q (64184.410000 sec): 3 clusters
  Score: Raw -399906.668150 + Penalty 2732.615517 = -397174.052633
  nChanged 28
		SP:Iteration 16Q (64184.590000 sec): 3 clusters
  Score: Raw -399918.816335 + Penalty 2732.615517 = -397186.200819
  nChanged 21
		SP:Iteration 17Q (64184.760000 sec): 3 clusters
  Score: Raw -399933.897934 + Penalty 2732.615517 = -397201.282417
  nChanged 23
		SP:Iteration 18Q (64184.940000 sec): 3 clusters
  Score: Raw -399947.143390 + Penalty 2732.615517 = -397214.527873
  nChanged 22
		SP:Iteration 19Q (64185.110000 sec): 3 clusters
  Score: Raw -399965.713573 + Penalty 2732.615517 = -397233.098056
  nChanged 28
		SP:Iteration 20F (64185.270000 sec): 3 clusters
  Score: Raw -399984.454063 + Penalty 2732.615517 = -397251.838546
  nChanged 27
		SP:Iteration 21Q (64185.440000 sec): 3 clusters
  Score: Raw -399998.431364 + Penalty 2732.615517 = -397265.815847
  nChanged 21
		SP:Iteration 22Q (64185.600000 sec): 3 clusters
  Score: Raw -400007.157869 + Penalty 2732.615517 = -397274.542352
  nChanged 16
		SP:Iteration 23Q (64185.760000 sec): 3 clusters
  Score: Raw -400012.368698 + Penalty 2732.615517 = -397279.753181
  nChanged 14
		SP:Iteration 24Q (64185.930000 sec): 3 clusters
  Score: Raw -400016.833444 + Penalty 2732.615517 = -397284.217927
  nChanged 12
		SP:Iteration 25Q (64186.090000 sec): 3 clusters
  Score: Raw -400022.695307 + Penalty 2732.615517 = -397290.079790
  nChanged 10
		SP:Iteration 26Q (64186.250000 sec): 3 clusters
  Score: Raw -400027.822975 + Penalty 2732.615517 = -397295.207458
  nChanged 5
		SP:Iteration 27Q (64186.420000 sec): 3 clusters
  Score: Raw -400028.985939 + Penalty 2732.615517 = -397296.370422
  nChanged 3
		SP:Iteration 28Q (64186.580000 sec): 3 clusters
  Score: Raw -400029.677549 + Penalty 2732.615517 = -397297.062032
  nChanged 0
		SP:Iteration 29F (64186.740000 sec): 3 clusters
  Score: Raw -400029.677549 + Penalty 2732.615517 = -397297.062032
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (4637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64186.830000 sec): 2 clusters
  Score: Raw -396116.856619 + Penalty 1371.796219 = -394745.060400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64187.000000 sec): 3 clusters
  Score: Raw -393786.340851 + Penalty 2743.592437 = -391042.748414
  nChanged 1849
		SP:Iteration 1F (64187.170000 sec): 3 clusters
  Score: Raw -395204.028472 + Penalty 2743.592437 = -392460.436035
  nChanged 492
		SP:Iteration 2F (64187.350000 sec): 3 clusters
  Score: Raw -395682.010562 + Penalty 2743.592437 = -392938.418124
  nChanged 378
		SP:Iteration 3F (64187.530000 sec): 3 clusters
  Score: Raw -396068.408682 + Penalty 2743.592437 = -393324.816244
  nChanged 301
		SP:Iteration 4F (64187.700000 sec): 3 clusters
  Score: Raw -396361.777066 + Penalty 2743.592437 = -393618.184629
  nChanged 235
		SP:Iteration 5F (64187.880000 sec): 3 clusters
  Score: Raw -396539.185468 + Penalty 2743.592437 = -393795.593030
  nChanged 153
		SP:Iteration 6Q (64188.050000 sec): 3 clusters
  Score: Raw -396632.855886 + Penalty 2743.592437 = -393889.263449
  nChanged 119
		SP:Iteration 7Q (64188.230000 sec): 3 clusters
  Score: Raw -396688.865673 + Penalty 2743.592437 = -393945.273236
  nChanged 81
		SP:Iteration 8Q (64188.410000 sec): 3 clusters
  Score: Raw -396722.319575 + Penalty 2743.592437 = -393978.727138
  nChanged 52
		SP:Iteration 9Q (64188.580000 sec): 3 clusters
  Score: Raw -396742.742578 + Penalty 2743.592437 = -393999.150140
  nChanged 45
		SP:Iteration 10Q (64188.750000 sec): 3 clusters
  Score: Raw -396758.340985 + Penalty 2743.592437 = -394014.748548
  nChanged 35
		SP:Iteration 11Q (64188.930000 sec): 3 clusters
  Score: Raw -396767.582399 + Penalty 2743.592437 = -394023.989962
  nChanged 20
		SP:Iteration 12Q (64189.100000 sec): 3 clusters
  Score: Raw -396774.946878 + Penalty 2743.592437 = -394031.354441
  nChanged 26
		SP:Iteration 13Q (64189.280000 sec): 3 clusters
  Score: Raw -396782.285767 + Penalty 2743.592437 = -394038.693330
  nChanged 18
		SP:Iteration 14Q (64189.450000 sec): 3 clusters
  Score: Raw -396787.408932 + Penalty 2743.592437 = -394043.816495
  nChanged 5
		SP:Iteration 15Q (64189.630000 sec): 3 clusters
  Score: Raw -396788.499116 + Penalty 2743.592437 = -394044.906679
  nChanged 0
		SP:Iteration 16F (64189.810000 sec): 3 clusters
  Score: Raw -396788.499116 + Penalty 2743.592437 = -394044.906679
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (3622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64189.900000 sec): 2 clusters
  Score: Raw -265547.400359 + Penalty 1331.652016 = -264215.748343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64190.080000 sec): 3 clusters
  Score: Raw -263749.897492 + Penalty 2663.304032 = -261086.593459
  nChanged 1457
		SP:Iteration 1F (64190.250000 sec): 3 clusters
  Score: Raw -264747.634623 + Penalty 2663.304032 = -262084.330590
  nChanged 329
		SP:Iteration 2F (64190.430000 sec): 3 clusters
  Score: Raw -265079.589072 + Penalty 2663.304032 = -262416.285039
  nChanged 285
		SP:Iteration 3F (64190.610000 sec): 3 clusters
  Score: Raw -265397.639810 + Penalty 2663.304032 = -262734.335778
  nChanged 237
		SP:Iteration 4F (64190.780000 sec): 3 clusters
  Score: Raw -265664.863260 + Penalty 2663.304032 = -263001.559227
  nChanged 209
		SP:Iteration 5F (64190.960000 sec): 3 clusters
  Score: Raw -265857.866695 + Penalty 2663.304032 = -263194.562662
  nChanged 145
		SP:Iteration 6Q (64191.130000 sec): 3 clusters
  Score: Raw -265994.436163 + Penalty 2663.304032 = -263331.132130
  nChanged 130
		SP:Iteration 7Q (64191.310000 sec): 3 clusters
  Score: Raw -266101.379540 + Penalty 2663.304032 = -263438.075507
  nChanged 102
		SP:Iteration 8Q (64191.480000 sec): 3 clusters
  Score: Raw -266178.574621 + Penalty 2663.304032 = -263515.270589
  nChanged 85
		SP:Iteration 9Q (64191.660000 sec): 3 clusters
  Score: Raw -266229.911228 + Penalty 2663.304032 = -263566.607196
  nChanged 61
		SP:Iteration 10Q (64191.830000 sec): 3 clusters
  Score: Raw -266262.567459 + Penalty 2663.304032 = -263599.263426
  nChanged 45
		SP:Iteration 11Q (64192.010000 sec): 3 clusters
  Score: Raw -266285.280750 + Penalty 2663.304032 = -263621.976717
  nChanged 36
		SP:Iteration 12Q (64192.190000 sec): 3 clusters
  Score: Raw -266301.554587 + Penalty 2663.304032 = -263638.250554
  nChanged 27
		SP:Iteration 13Q (64192.360000 sec): 3 clusters
  Score: Raw -266313.704384 + Penalty 2663.304032 = -263650.400352
  nChanged 15
		SP:Iteration 14Q (64192.540000 sec): 3 clusters
  Score: Raw -266318.513041 + Penalty 2663.304032 = -263655.209008
  nChanged 14
		SP:Iteration 15Q (64192.710000 sec): 3 clusters
  Score: Raw -266322.980610 + Penalty 2663.304032 = -263659.676578
  nChanged 12
		SP:Iteration 16Q (64192.890000 sec): 3 clusters
  Score: Raw -266328.832499 + Penalty 2663.304032 = -263665.528467
  nChanged 10
		SP:Iteration 17Q (64193.070000 sec): 3 clusters
  Score: Raw -266332.144764 + Penalty 2663.304032 = -263668.840731
  nChanged 13
		SP:Iteration 18Q (64193.240000 sec): 3 clusters
  Score: Raw -266336.914924 + Penalty 2663.304032 = -263673.610891
  nChanged 15
		SP:Iteration 19Q (64193.420000 sec): 3 clusters
  Score: Raw -266343.351557 + Penalty 2663.304032 = -263680.047525
  nChanged 19
		SP:Iteration 20F (64193.590000 sec): 3 clusters
  Score: Raw -266351.332454 + Penalty 2663.304032 = -263688.028422
  nChanged 21
		SP:Iteration 21Q (64193.770000 sec): 3 clusters
  Score: Raw -266360.903026 + Penalty 2663.304032 = -263697.598994
  nChanged 14
		SP:Iteration 22Q (64193.950000 sec): 3 clusters
  Score: Raw -266368.869022 + Penalty 2663.304032 = -263705.564990
  nChanged 21
		SP:Iteration 23Q (64194.120000 sec): 3 clusters
  Score: Raw -266378.371437 + Penalty 2663.304032 = -263715.067405
  nChanged 22
		SP:Iteration 24Q (64194.300000 sec): 3 clusters
  Score: Raw -266389.019279 + Penalty 2663.304032 = -263725.715246
  nChanged 21
		SP:Iteration 25Q (64194.470000 sec): 3 clusters
  Score: Raw -266398.337226 + Penalty 2663.304032 = -263735.033194
  nChanged 25
		SP:Iteration 26Q (64194.650000 sec): 3 clusters
  Score: Raw -266408.570737 + Penalty 2663.304032 = -263745.266704
  nChanged 18
		SP:Iteration 27Q (64194.830000 sec): 3 clusters
  Score: Raw -266415.005355 + Penalty 2663.304032 = -263751.701322
  nChanged 11
		SP:Iteration 28Q (64195.000000 sec): 3 clusters
  Score: Raw -266417.571218 + Penalty 2663.304032 = -263754.267185
  nChanged 7
		SP:Iteration 29Q (64195.180000 sec): 3 clusters
  Score: Raw -266419.432329 + Penalty 2663.304032 = -263756.128296
  nChanged 7
		SP:Iteration 30Q (64195.350000 sec): 3 clusters
  Score: Raw -266421.161400 + Penalty 2663.304032 = -263757.857368
  nChanged 4
		SP:Iteration 31Q (64195.530000 sec): 3 clusters
  Score: Raw -266422.303886 + Penalty 2663.304032 = -263758.999853
  nChanged 5
		SP:Iteration 32Q (64195.710000 sec): 3 clusters
  Score: Raw -266424.246943 + Penalty 2663.304032 = -263760.942911
  nChanged 4
		SP:Iteration 33Q (64195.880000 sec): 3 clusters
  Score: Raw -266425.733783 + Penalty 2663.304032 = -263762.429751
  nChanged 2
		SP:Iteration 34Q (64196.060000 sec): 3 clusters
  Score: Raw -266426.583985 + Penalty 2663.304032 = -263763.279953
  nChanged 0
		SP:Iteration 35F (64196.250000 sec): 3 clusters
  Score: Raw -266426.583985 + Penalty 2663.304032 = -263763.279953
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (6529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64196.370000 sec): 2 clusters
  Score: Raw -548691.420419 + Penalty 1427.401474 = -547264.018945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64196.590000 sec): 3 clusters
  Score: Raw -545193.542200 + Penalty 2854.802948 = -542338.739252
  nChanged 2687
		SP:Iteration 1F (64196.710000 sec): 3 clusters
  Score: Raw -546840.326831 + Penalty 2854.802948 = -543985.523883
  nChanged 563
		SP:Iteration 2F (64196.900000 sec): 3 clusters
  Score: Raw -547282.865318 + Penalty 2854.802948 = -544428.062370
  nChanged 459
		SP:Iteration 3F (64197.110000 sec): 3 clusters
  Score: Raw -547636.356343 + Penalty 2854.802948 = -544781.553395
  nChanged 392
		SP:Iteration 4F (64197.330000 sec): 3 clusters
  Score: Raw -547964.926142 + Penalty 2854.802948 = -545110.123193
  nChanged 385
		SP:Iteration 5F (64197.450000 sec): 3 clusters
  Score: Raw -548274.467124 + Penalty 2854.802948 = -545419.664176
  nChanged 341
		SP:Iteration 6F (64197.570000 sec): 3 clusters
  Score: Raw -548528.868332 + Penalty 2854.802948 = -545674.065384
  nChanged 295
		SP:Iteration 7Q (64197.690000 sec): 3 clusters
  Score: Raw -548748.568614 + Penalty 2854.802948 = -545893.765666
  nChanged 262
		SP:Iteration 8Q (64197.810000 sec): 3 clusters
  Score: Raw -548933.878260 + Penalty 2854.802948 = -546079.075312
  nChanged 213
		SP:Iteration 9Q (64197.930000 sec): 3 clusters
  Score: Raw -549072.874413 + Penalty 2854.802948 = -546218.071465
  nChanged 181
		SP:Iteration 10Q (64198.050000 sec): 3 clusters
  Score: Raw -549174.447397 + Penalty 2854.802948 = -546319.644449
  nChanged 128
		SP:Iteration 11Q (64198.170000 sec): 3 clusters
  Score: Raw -549248.286974 + Penalty 2854.802948 = -546393.484026
  nChanged 112
		SP:Iteration 12Q (64198.290000 sec): 3 clusters
  Score: Raw -549329.888938 + Penalty 2854.802948 = -546475.085990
  nChanged 108
		SP:Iteration 13Q (64198.410000 sec): 3 clusters
  Score: Raw -549399.223241 + Penalty 2854.802948 = -546544.420293
  nChanged 118
		SP:Iteration 14Q (64198.630000 sec): 3 clusters
  Score: Raw -549458.554150 + Penalty 2854.802948 = -546603.751201
  nChanged 98
		SP:Iteration 15Q (64198.840000 sec): 3 clusters
  Score: Raw -549502.046589 + Penalty 2854.802948 = -546647.243641
  nChanged 95
		SP:Iteration 16Q (64199.050000 sec): 3 clusters
  Score: Raw -549544.908408 + Penalty 2854.802948 = -546690.105460
  nChanged 79
		SP:Iteration 17Q (64199.250000 sec): 3 clusters
  Score: Raw -549578.335120 + Penalty 2854.802948 = -546723.532171
  nChanged 80
		SP:Iteration 18Q (64199.460000 sec): 3 clusters
  Score: Raw -549613.315425 + Penalty 2854.802948 = -546758.512476
  nChanged 86
		SP:Iteration 19Q (64199.660000 sec): 3 clusters
  Score: Raw -549652.003508 + Penalty 2854.802948 = -546797.200560
  nChanged 61
		SP:Iteration 20F (64199.870000 sec): 3 clusters
  Score: Raw -549670.485876 + Penalty 2854.802948 = -546815.682928
  nChanged 44
		SP:Iteration 21Q (64200.070000 sec): 3 clusters
  Score: Raw -549685.367112 + Penalty 2854.802948 = -546830.564164
  nChanged 50
		SP:Iteration 22Q (64200.280000 sec): 3 clusters
  Score: Raw -549703.906702 + Penalty 2854.802948 = -546849.103753
  nChanged 52
		SP:Iteration 23Q (64200.440000 sec): 3 clusters
  Score: Raw -549721.207492 + Penalty 2854.802948 = -546866.404544
  nChanged 32
		SP:Iteration 24Q (64200.550000 sec): 3 clusters
  Score: Raw -549728.160982 + Penalty 2854.802948 = -546873.358034
  nChanged 21
		SP:Iteration 25Q (64200.670000 sec): 3 clusters
  Score: Raw -549733.915528 + Penalty 2854.802948 = -546879.112580
  nChanged 20
		SP:Iteration 26Q (64200.780000 sec): 3 clusters
  Score: Raw -549737.994557 + Penalty 2854.802948 = -546883.191609
  nChanged 8
		SP:Iteration 27Q (64200.890000 sec): 3 clusters
  Score: Raw -549739.456682 + Penalty 2854.802948 = -546884.653734
  nChanged 5
		SP:Iteration 28Q (64201.110000 sec): 3 clusters
  Score: Raw -549739.923710 + Penalty 2854.802948 = -546885.120762
  nChanged 3
		SP:Iteration 29Q (64201.270000 sec): 3 clusters
  Score: Raw -549740.328245 + Penalty 2854.802948 = -546885.525297
  nChanged 3
		SP:Iteration 30Q (64201.490000 sec): 3 clusters
  Score: Raw -549740.681738 + Penalty 2854.802948 = -546885.878790
  nChanged 1
		SP:Iteration 31Q (64201.700000 sec): 3 clusters
  Score: Raw -549740.841260 + Penalty 2854.802948 = -546886.038312
  nChanged 1
		SP:Iteration 32Q (64201.910000 sec): 3 clusters
  Score: Raw -549741.008058 + Penalty 2854.802948 = -546886.205110
  nChanged 0
		SP:Iteration 33F (64202.120000 sec): 3 clusters
  Score: Raw -549741.008058 + Penalty 2854.802948 = -546886.205110
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64202.260000 sec): 2 clusters
  Score: Raw -994424.763202 + Penalty 1504.531313 = -992920.231889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64202.420000 sec): 3 clusters
  Score: Raw -988414.175579 + Penalty 3009.062625 = -985405.112953
  nChanged 4566
		SP:Iteration 1F (64202.570000 sec): 3 clusters
  Score: Raw -991054.463250 + Penalty 3009.062625 = -988045.400625
  nChanged 737
		SP:Iteration 2F (64202.730000 sec): 3 clusters
  Score: Raw -991460.278842 + Penalty 3009.062625 = -988451.216217
  nChanged 625
		SP:Iteration 3F (64202.970000 sec): 3 clusters
  Score: Raw -991834.296253 + Penalty 3009.062625 = -988825.233627
  nChanged 548
		SP:Iteration 4F (64203.200000 sec): 3 clusters
  Score: Raw -992173.341762 + Penalty 3009.062625 = -989164.279137
  nChanged 496
		SP:Iteration 5Q (64203.450000 sec): 3 clusters
  Score: Raw -992470.548682 + Penalty 3009.062625 = -989461.486057
  nChanged 468
		SP:Iteration 6Q (64203.720000 sec): 3 clusters
  Score: Raw -992802.362685 + Penalty 3009.062625 = -989793.300060
  nChanged 465
		SP:Iteration 7Q (64203.980000 sec): 3 clusters
  Score: Raw -993177.128611 + Penalty 3009.062625 = -990168.065986
  nChanged 431
		SP:Iteration 8Q (64204.240000 sec): 3 clusters
  Score: Raw -993544.155063 + Penalty 3009.062625 = -990535.092437
  nChanged 385
		SP:Iteration 9Q (64204.510000 sec): 3 clusters
  Score: Raw -993826.730846 + Penalty 3009.062625 = -990817.668221
  nChanged 299
		SP:Iteration 10Q (64204.770000 sec): 3 clusters
  Score: Raw -994022.979044 + Penalty 3009.062625 = -991013.916419
  nChanged 235
		SP:Iteration 11Q (64204.990000 sec): 3 clusters
  Score: Raw -994167.923038 + Penalty 3009.062625 = -991158.860412
  nChanged 189
		SP:Iteration 12Q (64205.250000 sec): 3 clusters
  Score: Raw -994270.179778 + Penalty 3009.062625 = -991261.117152
  nChanged 168
		SP:Iteration 13Q (64205.520000 sec): 3 clusters
  Score: Raw -994366.693429 + Penalty 3009.062625 = -991357.630803
  nChanged 135
		SP:Iteration 14Q (64205.740000 sec): 3 clusters
  Score: Raw -994446.171859 + Penalty 3009.062625 = -991437.109233
  nChanged 132
		SP:Iteration 15Q (64205.960000 sec): 3 clusters
  Score: Raw -994513.321146 + Penalty 3009.062625 = -991504.258520
  nChanged 119
		SP:Iteration 16Q (64206.100000 sec): 3 clusters
  Score: Raw -994586.746184 + Penalty 3009.062625 = -991577.683558
  nChanged 111
		SP:Iteration 17Q (64206.330000 sec): 3 clusters
  Score: Raw -994646.895556 + Penalty 3009.062625 = -991637.832930
  nChanged 85
		SP:Iteration 18Q (64206.550000 sec): 3 clusters
  Score: Raw -994688.332014 + Penalty 3009.062625 = -991679.269389
  nChanged 64
		SP:Iteration 19Q (64206.770000 sec): 3 clusters
  Score: Raw -994720.898970 + Penalty 3009.062625 = -991711.836345
  nChanged 49
		SP:Iteration 20F (64207.030000 sec): 3 clusters
  Score: Raw -994743.117404 + Penalty 3009.062625 = -991734.054779
  nChanged 48
		SP:Iteration 21Q (64207.260000 sec): 3 clusters
  Score: Raw -994768.515834 + Penalty 3009.062625 = -991759.453208
  nChanged 36
		SP:Iteration 22Q (64207.530000 sec): 3 clusters
  Score: Raw -994789.147120 + Penalty 3009.062625 = -991780.084495
  nChanged 35
		SP:Iteration 23Q (64207.750000 sec): 3 clusters
  Score: Raw -994805.175937 + Penalty 3009.062625 = -991796.113312
  nChanged 26
		SP:Iteration 24Q (64207.970000 sec): 3 clusters
  Score: Raw -994818.417733 + Penalty 3009.062625 = -991809.355108
  nChanged 31
		SP:Iteration 25Q (64208.190000 sec): 3 clusters
  Score: Raw -994835.960199 + Penalty 3009.062625 = -991826.897573
  nChanged 37
		SP:Iteration 26Q (64208.410000 sec): 3 clusters
  Score: Raw -994853.477604 + Penalty 3009.062625 = -991844.414979
  nChanged 29
		SP:Iteration 27Q (64208.630000 sec): 3 clusters
  Score: Raw -994866.920284 + Penalty 3009.062625 = -991857.857659
  nChanged 21
		SP:Iteration 28Q (64208.850000 sec): 3 clusters
  Score: Raw -994877.423548 + Penalty 3009.062625 = -991868.360923
  nChanged 16
		SP:Iteration 29Q (64209.070000 sec): 3 clusters
  Score: Raw -994885.701246 + Penalty 3009.062625 = -991876.638621
  nChanged 18
		SP:Iteration 30Q (64209.290000 sec): 3 clusters
  Score: Raw -994892.830115 + Penalty 3009.062625 = -991883.767490
  nChanged 19
		SP:Iteration 31Q (64209.510000 sec): 3 clusters
  Score: Raw -994899.918893 + Penalty 3009.062625 = -991890.856268
  nChanged 13
		SP:Iteration 32Q (64209.740000 sec): 3 clusters
  Score: Raw -994904.025945 + Penalty 3009.062625 = -991894.963319
  nChanged 8
		SP:Iteration 33Q (64209.960000 sec): 3 clusters
  Score: Raw -994906.346252 + Penalty 3009.062625 = -991897.283627
  nChanged 9
		SP:Iteration 34Q (64210.180000 sec): 3 clusters
  Score: Raw -994909.261579 + Penalty 3009.062625 = -991900.198953
  nChanged 7
		SP:Iteration 35Q (64210.400000 sec): 3 clusters
  Score: Raw -994911.622373 + Penalty 3009.062625 = -991902.559747
  nChanged 5
		SP:Iteration 36Q (64210.610000 sec): 3 clusters
  Score: Raw -994913.344189 + Penalty 3009.062625 = -991904.281564
  nChanged 4
		SP:Iteration 37Q (64210.880000 sec): 3 clusters
  Score: Raw -994914.771063 + Penalty 3009.062625 = -991905.708438
  nChanged 3
		SP:Iteration 38Q (64211.090000 sec): 3 clusters
  Score: Raw -994915.812610 + Penalty 3009.062625 = -991906.749985
  nChanged 4
		SP:Iteration 39Q (64211.310000 sec): 3 clusters
  Score: Raw -994917.997158 + Penalty 3009.062625 = -991908.934533
  nChanged 9
		SP:Iteration 40F (64211.580000 sec): 3 clusters
  Score: Raw -994922.497825 + Penalty 3009.062625 = -991913.435199
  nChanged 6
		SP:Iteration 41Q (64211.720000 sec): 3 clusters
  Score: Raw -994924.501603 + Penalty 3009.062625 = -991915.438978
  nChanged 1
		SP:Iteration 42Q (64211.880000 sec): 3 clusters
  Score: Raw -994924.725619 + Penalty 3009.062625 = -991915.662993
  nChanged 0
		SP:Iteration 43F (64212.100000 sec): 3 clusters
  Score: Raw -994924.725619 + Penalty 3009.062625 = -991915.662993
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (8459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64212.200000 sec): 2 clusters
  Score: Raw -744142.573763 + Penalty 1469.485264 = -742673.088499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64212.480000 sec): 3 clusters
  Score: Raw -739466.990466 + Penalty 2938.970529 = -736528.019937
  nChanged 3608
		SP:Iteration 1F (64212.660000 sec): 3 clusters
  Score: Raw -741481.054060 + Penalty 2938.970529 = -738542.083531
  nChanged 569
		SP:Iteration 2F (64212.840000 sec): 3 clusters
  Score: Raw -741791.057786 + Penalty 2938.970529 = -738852.087258
  nChanged 479
		SP:Iteration 3F (64213.020000 sec): 3 clusters
  Score: Raw -742077.725206 + Penalty 2938.970529 = -739138.754677
  nChanged 444
		SP:Iteration 4F (64213.240000 sec): 3 clusters
  Score: Raw -742358.939157 + Penalty 2938.970529 = -739419.968628
  nChanged 451
		SP:Iteration 5F (64213.370000 sec): 3 clusters
  Score: Raw -742670.194002 + Penalty 2938.970529 = -739731.223473
  nChanged 432
		SP:Iteration 6F (64213.590000 sec): 3 clusters
  Score: Raw -742975.003842 + Penalty 2938.970529 = -740036.033313
  nChanged 426
		SP:Iteration 7F (64213.780000 sec): 3 clusters
  Score: Raw -743299.227485 + Penalty 2938.970529 = -740360.256956
  nChanged 378
		SP:Iteration 8Q (64213.970000 sec): 3 clusters
  Score: Raw -743625.152923 + Penalty 2938.970529 = -740686.182394
  nChanged 308
		SP:Iteration 9Q (64214.170000 sec): 3 clusters
  Score: Raw -743886.396719 + Penalty 2938.970529 = -740947.426190
  nChanged 255
		SP:Iteration 10Q (64214.360000 sec): 3 clusters
  Score: Raw -744082.592751 + Penalty 2938.970529 = -741143.622222
  nChanged 194
		SP:Iteration 11Q (64214.550000 sec): 3 clusters
  Score: Raw -744202.882566 + Penalty 2938.970529 = -741263.912037
  nChanged 143
		SP:Iteration 12Q (64214.750000 sec): 3 clusters
  Score: Raw -744273.027834 + Penalty 2938.970529 = -741334.057306
  nChanged 101
		SP:Iteration 13Q (64214.940000 sec): 3 clusters
  Score: Raw -744313.915265 + Penalty 2938.970529 = -741374.944736
  nChanged 62
		SP:Iteration 14Q (64215.130000 sec): 3 clusters
  Score: Raw -744333.625351 + Penalty 2938.970529 = -741394.654823
  nChanged 52
		SP:Iteration 15Q (64215.340000 sec): 3 clusters
  Score: Raw -744351.386442 + Penalty 2938.970529 = -741412.415913
  nChanged 46
		SP:Iteration 16Q (64215.570000 sec): 3 clusters
  Score: Raw -744365.271402 + Penalty 2938.970529 = -741426.300873
  nChanged 37
		SP:Iteration 17Q (64215.800000 sec): 3 clusters
  Score: Raw -744374.918587 + Penalty 2938.970529 = -741435.948058
  nChanged 35
		SP:Iteration 18Q (64215.950000 sec): 3 clusters
  Score: Raw -744384.569451 + Penalty 2938.970529 = -741445.598922
  nChanged 32
		SP:Iteration 19Q (64216.150000 sec): 3 clusters
  Score: Raw -744394.156256 + Penalty 2938.970529 = -741455.185727
  nChanged 29
		SP:Iteration 20F (64216.340000 sec): 3 clusters
  Score: Raw -744403.547707 + Penalty 2938.970529 = -741464.577179
  nChanged 29
		SP:Iteration 21Q (64216.540000 sec): 3 clusters
  Score: Raw -744413.614604 + Penalty 2938.970529 = -741474.644075
  nChanged 29
		SP:Iteration 22Q (64216.720000 sec): 3 clusters
  Score: Raw -744420.651167 + Penalty 2938.970529 = -741481.680638
  nChanged 17
		SP:Iteration 23Q (64216.910000 sec): 3 clusters
  Score: Raw -744425.416117 + Penalty 2938.970529 = -741486.445588
  nChanged 16
		SP:Iteration 24Q (64217.110000 sec): 3 clusters
  Score: Raw -744428.605552 + Penalty 2938.970529 = -741489.635023
  nChanged 11
		SP:Iteration 25Q (64217.310000 sec): 3 clusters
  Score: Raw -744431.130201 + Penalty 2938.970529 = -741492.159673
  nChanged 7
		SP:Iteration 26Q (64217.430000 sec): 3 clusters
  Score: Raw -744432.940171 + Penalty 2938.970529 = -741493.969643
  nChanged 10
		SP:Iteration 27Q (64217.560000 sec): 3 clusters
  Score: Raw -744435.851863 + Penalty 2938.970529 = -741496.881334
  nChanged 12
		SP:Iteration 28Q (64217.770000 sec): 3 clusters
  Score: Raw -744439.028812 + Penalty 2938.970529 = -741500.058284
  nChanged 8
		SP:Iteration 29Q (64217.960000 sec): 3 clusters
  Score: Raw -744440.709137 + Penalty 2938.970529 = -741501.738608
  nChanged 7
		SP:Iteration 30Q (64218.160000 sec): 3 clusters
  Score: Raw -744442.482718 + Penalty 2938.970529 = -741503.512189
  nChanged 11
		SP:Iteration 31Q (64218.390000 sec): 3 clusters
  Score: Raw -744447.348533 + Penalty 2938.970529 = -741508.378005
  nChanged 23
		SP:Iteration 32Q (64218.630000 sec): 3 clusters
  Score: Raw -744453.115656 + Penalty 2938.970529 = -741514.145127
  nChanged 13
		SP:Iteration 33Q (64218.790000 sec): 3 clusters
  Score: Raw -744457.311822 + Penalty 2938.970529 = -741518.341294
  nChanged 9
		SP:Iteration 34Q (64218.980000 sec): 3 clusters
  Score: Raw -744460.692009 + Penalty 2938.970529 = -741521.721480
  nChanged 17
		SP:Iteration 35Q (64219.170000 sec): 3 clusters
  Score: Raw -744465.341911 + Penalty 2938.970529 = -741526.371383
  nChanged 19
		SP:Iteration 36Q (64219.360000 sec): 3 clusters
  Score: Raw -744470.048393 + Penalty 2938.970529 = -741531.077864
  nChanged 17
		SP:Iteration 37Q (64219.560000 sec): 3 clusters
  Score: Raw -744474.214034 + Penalty 2938.970529 = -741535.243505
  nChanged 19
		SP:Iteration 38Q (64219.750000 sec): 3 clusters
  Score: Raw -744478.037777 + Penalty 2938.970529 = -741539.067248
  nChanged 10
		SP:Iteration 39Q (64219.940000 sec): 3 clusters
  Score: Raw -744480.219578 + Penalty 2938.970529 = -741541.249049
  nChanged 12
		SP:Iteration 40F (64220.140000 sec): 3 clusters
  Score: Raw -744482.562303 + Penalty 2938.970529 = -741543.591775
  nChanged 10
		SP:Iteration 41Q (64220.330000 sec): 3 clusters
  Score: Raw -744484.721139 + Penalty 2938.970529 = -741545.750611
  nChanged 8
		SP:Iteration 42Q (64220.530000 sec): 3 clusters
  Score: Raw -744487.083611 + Penalty 2938.970529 = -741548.113082
  nChanged 5
		SP:Iteration 43Q (64220.720000 sec): 3 clusters
  Score: Raw -744488.072675 + Penalty 2938.970529 = -741549.102147
  nChanged 3
		SP:Iteration 44Q (64220.910000 sec): 3 clusters
  Score: Raw -744488.732153 + Penalty 2938.970529 = -741549.761624
  nChanged 2
		SP:Iteration 45Q (64221.110000 sec): 3 clusters
  Score: Raw -744489.296800 + Penalty 2938.970529 = -741550.326271
  nChanged 3
		SP:Iteration 46Q (64221.310000 sec): 3 clusters
  Score: Raw -744489.955143 + Penalty 2938.970529 = -741550.984615
  nChanged 1
		SP:Iteration 47Q (64221.500000 sec): 3 clusters
  Score: Raw -744490.170720 + Penalty 2938.970529 = -741551.200192
  nChanged 2
		SP:Iteration 48Q (64221.690000 sec): 3 clusters
  Score: Raw -744491.082978 + Penalty 2938.970529 = -741552.112450
  nChanged 4
		SP:Iteration 49Q (64221.890000 sec): 3 clusters
  Score: Raw -744491.967921 + Penalty 2938.970529 = -741552.997392
  nChanged 6
		SP:Iteration 50Q (64222.080000 sec): 3 clusters
  Score: Raw -744493.314791 + Penalty 2938.970529 = -741554.344262
  nChanged 4
		SP:Iteration 51Q (64222.280000 sec): 3 clusters
  Score: Raw -744493.908096 + Penalty 2938.970529 = -741554.937567
  nChanged 2
		SP:Iteration 52Q (64222.470000 sec): 3 clusters
  Score: Raw -744494.253227 + Penalty 2938.970529 = -741555.282699
  nChanged 2
		SP:Iteration 53Q (64222.660000 sec): 3 clusters
  Score: Raw -744494.422362 + Penalty 2938.970529 = -741555.451834
  nChanged 3
		SP:Iteration 54Q (64222.860000 sec): 3 clusters
  Score: Raw -744495.273094 + Penalty 2938.970529 = -741556.302566
  nChanged 6
		SP:Iteration 55Q (64223.060000 sec): 3 clusters
  Score: Raw -744497.101427 + Penalty 2938.970529 = -741558.130898
  nChanged 4
		SP:Iteration 56Q (64223.250000 sec): 3 clusters
  Score: Raw -744499.244817 + Penalty 2938.970529 = -741560.274288
  nChanged 7
		SP:Iteration 57Q (64223.440000 sec): 3 clusters
  Score: Raw -744500.316507 + Penalty 2938.970529 = -741561.345978
  nChanged 4
		SP:Iteration 58Q (64223.640000 sec): 3 clusters
  Score: Raw -744501.866550 + Penalty 2938.970529 = -741562.896021
  nChanged 5
		SP:Iteration 59Q (64223.830000 sec): 3 clusters
  Score: Raw -744503.144304 + Penalty 2938.970529 = -741564.173775
  nChanged 6
		SP:Iteration 60F (64224.040000 sec): 3 clusters
  Score: Raw -744504.373845 + Penalty 2938.970529 = -741565.403316
  nChanged 6
		SP:Iteration 61Q (64224.230000 sec): 3 clusters
  Score: Raw -744505.658126 + Penalty 2938.970529 = -741566.687597
  nChanged 4
		SP:Iteration 62Q (64224.420000 sec): 3 clusters
  Score: Raw -744506.283030 + Penalty 2938.970529 = -741567.312501
  nChanged 1
		SP:Iteration 63Q (64224.620000 sec): 3 clusters
  Score: Raw -744506.540470 + Penalty 2938.970529 = -741567.569941
  nChanged 3
		SP:Iteration 64Q (64224.810000 sec): 3 clusters
  Score: Raw -744507.204965 + Penalty 2938.970529 = -741568.234436
  nChanged 4
		SP:Iteration 65Q (64225.040000 sec): 3 clusters
  Score: Raw -744507.761509 + Penalty 2938.970529 = -741568.790980
  nChanged 5
		SP:Iteration 66Q (64225.280000 sec): 3 clusters
  Score: Raw -744509.206089 + Penalty 2938.970529 = -741570.235560
  nChanged 4
		SP:Iteration 67Q (64225.470000 sec): 3 clusters
  Score: Raw -744510.128602 + Penalty 2938.970529 = -741571.158074
  nChanged 4
		SP:Iteration 68Q (64225.590000 sec): 3 clusters
  Score: Raw -744511.215610 + Penalty 2938.970529 = -741572.245081
  nChanged 3
		SP:Iteration 69Q (64225.830000 sec): 3 clusters
  Score: Raw -744511.546146 + Penalty 2938.970529 = -741572.575617
  nChanged 3
		SP:Iteration 70Q (64225.980000 sec): 3 clusters
  Score: Raw -744512.332941 + Penalty 2938.970529 = -741573.362412
  nChanged 7
		SP:Iteration 71Q (64226.180000 sec): 3 clusters
  Score: Raw -744514.904093 + Penalty 2938.970529 = -741575.933564
  nChanged 6
		SP:Iteration 72Q (64226.370000 sec): 3 clusters
  Score: Raw -744516.060950 + Penalty 2938.970529 = -741577.090421
  nChanged 3
		SP:Iteration 73Q (64226.560000 sec): 3 clusters
  Score: Raw -744516.781458 + Penalty 2938.970529 = -741577.810929
  nChanged 3
		SP:Iteration 74Q (64226.760000 sec): 3 clusters
  Score: Raw -744517.444838 + Penalty 2938.970529 = -741578.474309
  nChanged 2
		SP:Iteration 75Q (64226.950000 sec): 3 clusters
  Score: Raw -744517.847103 + Penalty 2938.970529 = -741578.876575
  nChanged 2
		SP:Iteration 76Q (64227.140000 sec): 3 clusters
  Score: Raw -744518.318063 + Penalty 2938.970529 = -741579.347534
  nChanged 3
		SP:Iteration 77Q (64227.340000 sec): 3 clusters
  Score: Raw -744518.772193 + Penalty 2938.970529 = -741579.801664
  nChanged 2
		SP:Iteration 78Q (64227.530000 sec): 3 clusters
  Score: Raw -744519.566735 + Penalty 2938.970529 = -741580.596206
  nChanged 1
		SP:Iteration 79Q (64227.720000 sec): 3 clusters
  Score: Raw -744519.751537 + Penalty 2938.970529 = -741580.781008
  nChanged 0
		SP:Iteration 80F (64227.920000 sec): 3 clusters
  Score: Raw -744519.751537 + Penalty 2938.970529 = -741580.781008
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64228.040000 sec): 2 clusters
  Score: Raw -274905.464678 + Penalty 1325.944870 = -273579.519808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64228.220000 sec): 3 clusters
  Score: Raw -273222.689360 + Penalty 2651.889740 = -270570.799620
  nChanged 1341
		SP:Iteration 1F (64228.400000 sec): 3 clusters
  Score: Raw -274085.744960 + Penalty 2651.889740 = -271433.855220
  nChanged 326
		SP:Iteration 2F (64228.570000 sec): 3 clusters
  Score: Raw -274349.435826 + Penalty 2651.889740 = -271697.546086
  nChanged 252
		SP:Iteration 3F (64228.740000 sec): 3 clusters
  Score: Raw -274540.733839 + Penalty 2651.889740 = -271888.844100
  nChanged 188
		SP:Iteration 4F (64228.920000 sec): 3 clusters
  Score: Raw -274688.790570 + Penalty 2651.889740 = -272036.900831
  nChanged 179
		SP:Iteration 5F (64229.100000 sec): 3 clusters
  Score: Raw -274835.721885 + Penalty 2651.889740 = -272183.832145
  nChanged 166
		SP:Iteration 6Q (64229.270000 sec): 3 clusters
  Score: Raw -274973.749741 + Penalty 2651.889740 = -272321.860002
  nChanged 124
		SP:Iteration 7Q (64229.450000 sec): 3 clusters
  Score: Raw -275062.111208 + Penalty 2651.889740 = -272410.221468
  nChanged 113
		SP:Iteration 8Q (64229.620000 sec): 3 clusters
  Score: Raw -275134.377096 + Penalty 2651.889740 = -272482.487356
  nChanged 71
		SP:Iteration 9Q (64229.800000 sec): 3 clusters
  Score: Raw -275177.151643 + Penalty 2651.889740 = -272525.261904
  nChanged 63
		SP:Iteration 10Q (64229.980000 sec): 3 clusters
  Score: Raw -275212.251295 + Penalty 2651.889740 = -272560.361555
  nChanged 56
		SP:Iteration 11Q (64230.150000 sec): 3 clusters
  Score: Raw -275240.808461 + Penalty 2651.889740 = -272588.918721
  nChanged 41
		SP:Iteration 12Q (64230.330000 sec): 3 clusters
  Score: Raw -275265.912216 + Penalty 2651.889740 = -272614.022476
  nChanged 39
		SP:Iteration 13Q (64230.500000 sec): 3 clusters
  Score: Raw -275289.717780 + Penalty 2651.889740 = -272637.828040
  nChanged 37
		SP:Iteration 14Q (64230.680000 sec): 3 clusters
  Score: Raw -275311.498290 + Penalty 2651.889740 = -272659.608551
  nChanged 29
		SP:Iteration 15Q (64230.860000 sec): 3 clusters
  Score: Raw -275324.806736 + Penalty 2651.889740 = -272672.916996
  nChanged 21
		SP:Iteration 16Q (64231.030000 sec): 3 clusters
  Score: Raw -275331.531254 + Penalty 2651.889740 = -272679.641514
  nChanged 12
		SP:Iteration 17Q (64231.210000 sec): 3 clusters
  Score: Raw -275338.313142 + Penalty 2651.889740 = -272686.423402
  nChanged 16
		SP:Iteration 18Q (64231.380000 sec): 3 clusters
  Score: Raw -275347.884149 + Penalty 2651.889740 = -272695.994410
  nChanged 13
		SP:Iteration 19Q (64231.560000 sec): 3 clusters
  Score: Raw -275355.151813 + Penalty 2651.889740 = -272703.262074
  nChanged 12
		SP:Iteration 20F (64231.740000 sec): 3 clusters
  Score: Raw -275363.946496 + Penalty 2651.889740 = -272712.056756
  nChanged 25
		SP:Iteration 21Q (64231.910000 sec): 3 clusters
  Score: Raw -275381.641262 + Penalty 2651.889740 = -272729.751522
  nChanged 25
		SP:Iteration 22Q (64232.090000 sec): 3 clusters
  Score: Raw -275396.233533 + Penalty 2651.889740 = -272744.343794
  nChanged 21
		SP:Iteration 23Q (64232.260000 sec): 3 clusters
  Score: Raw -275407.794446 + Penalty 2651.889740 = -272755.904707
  nChanged 16
		SP:Iteration 24Q (64232.440000 sec): 3 clusters
  Score: Raw -275415.894718 + Penalty 2651.889740 = -272764.004979
  nChanged 12
		SP:Iteration 25Q (64232.620000 sec): 3 clusters
  Score: Raw -275423.985965 + Penalty 2651.889740 = -272772.096226
  nChanged 14
		SP:Iteration 26Q (64232.790000 sec): 3 clusters
  Score: Raw -275432.321695 + Penalty 2651.889740 = -272780.431955
  nChanged 18
		SP:Iteration 27Q (64232.970000 sec): 3 clusters
  Score: Raw -275443.931366 + Penalty 2651.889740 = -272792.041626
  nChanged 20
		SP:Iteration 28Q (64233.140000 sec): 3 clusters
  Score: Raw -275454.448681 + Penalty 2651.889740 = -272802.558941
  nChanged 16
		SP:Iteration 29Q (64233.310000 sec): 3 clusters
  Score: Raw -275461.978217 + Penalty 2651.889740 = -272810.088477
  nChanged 12
		SP:Iteration 30Q (64233.480000 sec): 3 clusters
  Score: Raw -275468.330410 + Penalty 2651.889740 = -272816.440670
  nChanged 13
		SP:Iteration 31Q (64233.550000 sec): 3 clusters
  Score: Raw -275473.979643 + Penalty 2651.889740 = -272822.089903
  nChanged 10
		SP:Iteration 32Q (64233.620000 sec): 3 clusters
  Score: Raw -275479.181351 + Penalty 2651.889740 = -272827.291612
  nChanged 11
		SP:Iteration 33Q (64233.680000 sec): 3 clusters
  Score: Raw -275484.468851 + Penalty 2651.889740 = -272832.579111
  nChanged 11
		SP:Iteration 34Q (64233.750000 sec): 3 clusters
  Score: Raw -275489.591030 + Penalty 2651.889740 = -272837.701291
  nChanged 9
		SP:Iteration 35Q (64233.820000 sec): 3 clusters
  Score: Raw -275493.049945 + Penalty 2651.889740 = -272841.160205
  nChanged 6
		SP:Iteration 36Q (64233.880000 sec): 3 clusters
  Score: Raw -275495.599621 + Penalty 2651.889740 = -272843.709881
  nChanged 3
		SP:Iteration 37Q (64233.950000 sec): 3 clusters
  Score: Raw -275497.025948 + Penalty 2651.889740 = -272845.136208
  nChanged 3
		SP:Iteration 38Q (64234.020000 sec): 3 clusters
  Score: Raw -275497.570381 + Penalty 2651.889740 = -272845.680641
  nChanged 2
		SP:Iteration 39Q (64234.080000 sec): 3 clusters
  Score: Raw -275498.128411 + Penalty 2651.889740 = -272846.238672
  nChanged 2
		SP:Iteration 40F (64234.160000 sec): 3 clusters
  Score: Raw -275498.768538 + Penalty 2651.889740 = -272846.878798
  nChanged 1
		SP:Iteration 41Q (64234.220000 sec): 3 clusters
  Score: Raw -275498.840550 + Penalty 2651.889740 = -272846.950810
  nChanged 0
		SP:Iteration 42F (64234.300000 sec): 3 clusters
  Score: Raw -275498.840550 + Penalty 2651.889740 = -272846.950810
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (2999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64234.370000 sec): 2 clusters
  Score: Raw -242918.915678 + Penalty 1300.980554 = -241617.935124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64234.430000 sec): 3 clusters
  Score: Raw -241464.170889 + Penalty 2601.961108 = -238862.209781
  nChanged 1174
		SP:Iteration 1F (64234.490000 sec): 3 clusters
  Score: Raw -242162.427333 + Penalty 2601.961108 = -239560.466225
  nChanged 252
		SP:Iteration 2F (64234.550000 sec): 3 clusters
  Score: Raw -242360.149624 + Penalty 2601.961108 = -239758.188516
  nChanged 208
		SP:Iteration 3F (64234.610000 sec): 3 clusters
  Score: Raw -242548.410213 + Penalty 2601.961108 = -239946.449105
  nChanged 190
		SP:Iteration 4F (64234.670000 sec): 3 clusters
  Score: Raw -242731.240113 + Penalty 2601.961108 = -240129.279004
  nChanged 169
		SP:Iteration 5F (64234.730000 sec): 3 clusters
  Score: Raw -242883.586408 + Penalty 2601.961108 = -240281.625300
  nChanged 137
		SP:Iteration 6Q (64234.790000 sec): 3 clusters
  Score: Raw -243005.830950 + Penalty 2601.961108 = -240403.869842
  nChanged 114
		SP:Iteration 7Q (64234.850000 sec): 3 clusters
  Score: Raw -243092.359585 + Penalty 2601.961108 = -240490.398476
  nChanged 86
		SP:Iteration 8Q (64234.910000 sec): 3 clusters
  Score: Raw -243158.741088 + Penalty 2601.961108 = -240556.779980
  nChanged 91
		SP:Iteration 9Q (64234.970000 sec): 3 clusters
  Score: Raw -243240.848752 + Penalty 2601.961108 = -240638.887643
  nChanged 85
		SP:Iteration 10Q (64235.030000 sec): 3 clusters
  Score: Raw -243308.010352 + Penalty 2601.961108 = -240706.049244
  nChanged 74
		SP:Iteration 11Q (64235.090000 sec): 3 clusters
  Score: Raw -243379.007286 + Penalty 2601.961108 = -240777.046178
  nChanged 63
		SP:Iteration 12Q (64235.150000 sec): 3 clusters
  Score: Raw -243426.360170 + Penalty 2601.961108 = -240824.399062
  nChanged 58
		SP:Iteration 13Q (64235.210000 sec): 3 clusters
  Score: Raw -243472.604797 + Penalty 2601.961108 = -240870.643689
  nChanged 50
		SP:Iteration 14Q (64235.260000 sec): 3 clusters
  Score: Raw -243504.893395 + Penalty 2601.961108 = -240902.932287
  nChanged 46
		SP:Iteration 15Q (64235.320000 sec): 3 clusters
  Score: Raw -243528.722404 + Penalty 2601.961108 = -240926.761296
  nChanged 31
		SP:Iteration 16Q (64235.380000 sec): 3 clusters
  Score: Raw -243547.360083 + Penalty 2601.961108 = -240945.398975
  nChanged 24
		SP:Iteration 17Q (64235.440000 sec): 3 clusters
  Score: Raw -243561.291145 + Penalty 2601.961108 = -240959.330037
  nChanged 23
		SP:Iteration 18Q (64235.500000 sec): 3 clusters
  Score: Raw -243571.688754 + Penalty 2601.961108 = -240969.727645
  nChanged 15
		SP:Iteration 19Q (64235.560000 sec): 3 clusters
  Score: Raw -243579.048499 + Penalty 2601.961108 = -240977.087390
  nChanged 10
		SP:Iteration 20F (64235.620000 sec): 3 clusters
  Score: Raw -243583.201252 + Penalty 2601.961108 = -240981.240144
  nChanged 8
		SP:Iteration 21Q (64235.680000 sec): 3 clusters
  Score: Raw -243586.357396 + Penalty 2601.961108 = -240984.396288
  nChanged 8
		SP:Iteration 22Q (64235.740000 sec): 3 clusters
  Score: Raw -243589.483501 + Penalty 2601.961108 = -240987.522393
  nChanged 6
		SP:Iteration 23Q (64235.790000 sec): 3 clusters
  Score: Raw -243591.700780 + Penalty 2601.961108 = -240989.739672
  nChanged 7
		SP:Iteration 24Q (64235.850000 sec): 3 clusters
  Score: Raw -243595.482558 + Penalty 2601.961108 = -240993.521450
  nChanged 7
		SP:Iteration 25Q (64235.910000 sec): 3 clusters
  Score: Raw -243598.108351 + Penalty 2601.961108 = -240996.147243
  nChanged 8
		SP:Iteration 26Q (64235.970000 sec): 3 clusters
  Score: Raw -243600.419718 + Penalty 2601.961108 = -240998.458610
  nChanged 4
		SP:Iteration 27Q (64236.030000 sec): 3 clusters
  Score: Raw -243601.936937 + Penalty 2601.961108 = -240999.975829
  nChanged 4
		SP:Iteration 28Q (64236.090000 sec): 3 clusters
  Score: Raw -243604.593096 + Penalty 2601.961108 = -241002.631987
  nChanged 4
		SP:Iteration 29Q (64236.150000 sec): 3 clusters
  Score: Raw -243606.436798 + Penalty 2601.961108 = -241004.475690
  nChanged 6
		SP:Iteration 30Q (64236.210000 sec): 3 clusters
  Score: Raw -243609.932416 + Penalty 2601.961108 = -241007.971308
  nChanged 10
		SP:Iteration 31Q (64236.260000 sec): 3 clusters
  Score: Raw -243613.222195 + Penalty 2601.961108 = -241011.261087
  nChanged 3
		SP:Iteration 32Q (64236.320000 sec): 3 clusters
  Score: Raw -243613.978153 + Penalty 2601.961108 = -241012.017045
  nChanged 1
		SP:Iteration 33Q (64236.380000 sec): 3 clusters
  Score: Raw -243614.360076 + Penalty 2601.961108 = -241012.398968
  nChanged 0
		SP:Iteration 34F (64236.560000 sec): 3 clusters
  Score: Raw -243614.360076 + Penalty 2601.961108 = -241012.398968
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (25461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64236.870000 sec): 2 clusters
  Score: Raw -2426305.868974 + Penalty 1648.546762 = -2424657.322212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64237.230000 sec): 3 clusters
  Score: Raw -2410624.491059 + Penalty 3297.093523 = -2407327.397536
  nChanged 11699
		SP:Iteration 1F (64237.590000 sec): 3 clusters
  Score: Raw -2417490.266865 + Penalty 3297.093523 = -2414193.173342
  nChanged 1635
		SP:Iteration 2F (64237.950000 sec): 3 clusters
  Score: Raw -2418353.334411 + Penalty 3297.093523 = -2415056.240888
  nChanged 1622
		SP:Iteration 3F (64238.350000 sec): 3 clusters
  Score: Raw -2419345.084193 + Penalty 3297.093523 = -2416047.990669
  nChanged 1611
		SP:Iteration 4F (64238.700000 sec): 3 clusters
  Score: Raw -2420346.721672 + Penalty 3297.093523 = -2417049.628149
  nChanged 1553
		SP:Iteration 5F (64239.060000 sec): 3 clusters
  Score: Raw -2421272.602697 + Penalty 3297.093523 = -2417975.509173
  nChanged 1344
		SP:Iteration 6F (64239.350000 sec): 3 clusters
  Score: Raw -2422074.748611 + Penalty 3297.093523 = -2418777.655088
  nChanged 1128
		SP:Iteration 7Q (64239.780000 sec): 3 clusters
  Score: Raw -2422708.589119 + Penalty 3297.093523 = -2419411.495596
  nChanged 1005
		SP:Iteration 8Q (64240.180000 sec): 3 clusters
  Score: Raw -2423240.660119 + Penalty 3297.093523 = -2419943.566596
  nChanged 863
		SP:Iteration 9Q (64240.580000 sec): 3 clusters
  Score: Raw -2423666.202074 + Penalty 3297.093523 = -2420369.108550
  nChanged 766
		SP:Iteration 10Q (64240.990000 sec): 3 clusters
  Score: Raw -2424032.356261 + Penalty 3297.093523 = -2420735.262738
  nChanged 731
		SP:Iteration 11Q (64241.360000 sec): 3 clusters
  Score: Raw -2424380.748322 + Penalty 3297.093523 = -2421083.654798
  nChanged 704
		SP:Iteration 12Q (64241.750000 sec): 3 clusters
  Score: Raw -2424720.956240 + Penalty 3297.093523 = -2421423.862717
  nChanged 654
		SP:Iteration 13Q (64242.140000 sec): 3 clusters
  Score: Raw -2425051.708794 + Penalty 3297.093523 = -2421754.615271
  nChanged 617
		SP:Iteration 14Q (64242.550000 sec): 3 clusters
  Score: Raw -2425378.926643 + Penalty 3297.093523 = -2422081.833119
  nChanged 575
		SP:Iteration 15Q (64242.900000 sec): 3 clusters
  Score: Raw -2425694.184247 + Penalty 3297.093523 = -2422397.090723
  nChanged 519
		SP:Iteration 16Q (64243.220000 sec): 3 clusters
  Score: Raw -2426009.097983 + Penalty 3297.093523 = -2422712.004460
  nChanged 447
		SP:Iteration 17Q (64243.580000 sec): 3 clusters
  Score: Raw -2426267.476256 + Penalty 3297.093523 = -2422970.382733
  nChanged 363
		SP:Iteration 18Q (64243.940000 sec): 3 clusters
  Score: Raw -2426475.093870 + Penalty 3297.093523 = -2423178.000347
  nChanged 278
		SP:Iteration 19Q (64244.310000 sec): 3 clusters
  Score: Raw -2426642.278053 + Penalty 3297.093523 = -2423345.184529
  nChanged 221
		SP:Iteration 20F (64244.710000 sec): 3 clusters
  Score: Raw -2426774.919859 + Penalty 3297.093523 = -2423477.826336
  nChanged 155
		SP:Iteration 21Q (64245.100000 sec): 3 clusters
  Score: Raw -2426862.351367 + Penalty 3297.093523 = -2423565.257844
  nChanged 117
		SP:Iteration 22Q (64245.470000 sec): 3 clusters
  Score: Raw -2426926.398070 + Penalty 3297.093523 = -2423629.304547
  nChanged 98
		SP:Iteration 23Q (64245.830000 sec): 3 clusters
  Score: Raw -2426978.123439 + Penalty 3297.093523 = -2423681.029916
  nChanged 87
		SP:Iteration 24Q (64246.200000 sec): 3 clusters
  Score: Raw -2427026.866789 + Penalty 3297.093523 = -2423729.773266
  nChanged 75
		SP:Iteration 25Q (64246.560000 sec): 3 clusters
  Score: Raw -2427065.439965 + Penalty 3297.093523 = -2423768.346442
  nChanged 56
		SP:Iteration 26Q (64246.920000 sec): 3 clusters
  Score: Raw -2427094.424097 + Penalty 3297.093523 = -2423797.330574
  nChanged 44
		SP:Iteration 27Q (64247.280000 sec): 3 clusters
  Score: Raw -2427121.451216 + Penalty 3297.093523 = -2423824.357692
  nChanged 44
		SP:Iteration 28Q (64247.650000 sec): 3 clusters
  Score: Raw -2427142.718157 + Penalty 3297.093523 = -2423845.624633
  nChanged 41
		SP:Iteration 29Q (64248.010000 sec): 3 clusters
  Score: Raw -2427163.988746 + Penalty 3297.093523 = -2423866.895223
  nChanged 37
		SP:Iteration 30Q (64248.370000 sec): 3 clusters
  Score: Raw -2427180.238142 + Penalty 3297.093523 = -2423883.144619
  nChanged 27
		SP:Iteration 31Q (64248.740000 sec): 3 clusters
  Score: Raw -2427190.195443 + Penalty 3297.093523 = -2423893.101919
  nChanged 27
		SP:Iteration 32Q (64249.100000 sec): 3 clusters
  Score: Raw -2427199.828321 + Penalty 3297.093523 = -2423902.734798
  nChanged 27
		SP:Iteration 33Q (64249.460000 sec): 3 clusters
  Score: Raw -2427210.885391 + Penalty 3297.093523 = -2423913.791868
  nChanged 26
		SP:Iteration 34Q (64249.820000 sec): 3 clusters
  Score: Raw -2427222.704685 + Penalty 3297.093523 = -2423925.611162
  nChanged 29
		SP:Iteration 35Q (64250.190000 sec): 3 clusters
  Score: Raw -2427234.526137 + Penalty 3297.093523 = -2423937.432614
  nChanged 19
		SP:Iteration 36Q (64250.550000 sec): 3 clusters
  Score: Raw -2427241.768782 + Penalty 3297.093523 = -2423944.675258
  nChanged 21
		SP:Iteration 37Q (64250.910000 sec): 3 clusters
  Score: Raw -2427249.032155 + Penalty 3297.093523 = -2423951.938632
  nChanged 16
		SP:Iteration 38Q (64251.270000 sec): 3 clusters
  Score: Raw -2427254.139268 + Penalty 3297.093523 = -2423957.045745
  nChanged 11
		SP:Iteration 39Q (64251.640000 sec): 3 clusters
  Score: Raw -2427257.112676 + Penalty 3297.093523 = -2423960.019152
  nChanged 5
		SP:Iteration 40F (64252.050000 sec): 3 clusters
  Score: Raw -2427258.196370 + Penalty 3297.093523 = -2423961.102846
  nChanged 5
		SP:Iteration 41Q (64252.410000 sec): 3 clusters
  Score: Raw -2427259.240505 + Penalty 3297.093523 = -2423962.146982
  nChanged 0
		SP:Iteration 42F (64252.810000 sec): 3 clusters
  Score: Raw -2427259.240505 + Penalty 3297.093523 = -2423962.146982
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (7102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64252.890000 sec): 2 clusters
  Score: Raw -606560.757935 + Penalty 1441.071403 = -605119.686532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64253.110000 sec): 3 clusters
  Score: Raw -602747.134126 + Penalty 2882.142807 = -599864.991319
  nChanged 2989
		SP:Iteration 1F (64253.310000 sec): 3 clusters
  Score: Raw -604859.684548 + Penalty 2882.142807 = -601977.541741
  nChanged 671
		SP:Iteration 2F (64253.510000 sec): 3 clusters
  Score: Raw -605469.014354 + Penalty 2882.142807 = -602586.871547
  nChanged 555
		SP:Iteration 3F (64253.710000 sec): 3 clusters
  Score: Raw -605932.125843 + Penalty 2882.142807 = -603049.983036
  nChanged 477
		SP:Iteration 4F (64253.920000 sec): 3 clusters
  Score: Raw -606304.336095 + Penalty 2882.142807 = -603422.193288
  nChanged 381
		SP:Iteration 5F (64254.120000 sec): 3 clusters
  Score: Raw -606581.462324 + Penalty 2882.142807 = -603699.319517
  nChanged 306
		SP:Iteration 6Q (64254.320000 sec): 3 clusters
  Score: Raw -606760.995554 + Penalty 2882.142807 = -603878.852747
  nChanged 235
		SP:Iteration 7Q (64254.520000 sec): 3 clusters
  Score: Raw -606868.366682 + Penalty 2882.142807 = -603986.223875
  nChanged 166
		SP:Iteration 8Q (64254.730000 sec): 3 clusters
  Score: Raw -606921.278686 + Penalty 2882.142807 = -604039.135879
  nChanged 117
		SP:Iteration 9Q (64254.930000 sec): 3 clusters
  Score: Raw -606962.167952 + Penalty 2882.142807 = -604080.025145
  nChanged 86
		SP:Iteration 10Q (64255.130000 sec): 3 clusters
  Score: Raw -606986.692152 + Penalty 2882.142807 = -604104.549345
  nChanged 74
		SP:Iteration 11Q (64255.330000 sec): 3 clusters
  Score: Raw -607006.950325 + Penalty 2882.142807 = -604124.807518
  nChanged 59
		SP:Iteration 12Q (64255.530000 sec): 3 clusters
  Score: Raw -607023.543466 + Penalty 2882.142807 = -604141.400659
  nChanged 60
		SP:Iteration 13Q (64255.740000 sec): 3 clusters
  Score: Raw -607037.920952 + Penalty 2882.142807 = -604155.778145
  nChanged 51
		SP:Iteration 14Q (64255.940000 sec): 3 clusters
  Score: Raw -607052.608157 + Penalty 2882.142807 = -604170.465350
  nChanged 31
		SP:Iteration 15Q (64256.130000 sec): 3 clusters
  Score: Raw -607059.128878 + Penalty 2882.142807 = -604176.986072
  nChanged 35
		SP:Iteration 16Q (64256.330000 sec): 3 clusters
  Score: Raw -607067.272079 + Penalty 2882.142807 = -604185.129273
  nChanged 40
		SP:Iteration 17Q (64256.540000 sec): 3 clusters
  Score: Raw -607077.915810 + Penalty 2882.142807 = -604195.773003
  nChanged 40
		SP:Iteration 18Q (64256.740000 sec): 3 clusters
  Score: Raw -607087.212439 + Penalty 2882.142807 = -604205.069632
  nChanged 32
		SP:Iteration 19Q (64256.940000 sec): 3 clusters
  Score: Raw -607094.380085 + Penalty 2882.142807 = -604212.237279
  nChanged 31
		SP:Iteration 20F (64257.140000 sec): 3 clusters
  Score: Raw -607102.310165 + Penalty 2882.142807 = -604220.167358
  nChanged 26
		SP:Iteration 21Q (64257.350000 sec): 3 clusters
  Score: Raw -607107.665463 + Penalty 2882.142807 = -604225.522656
  nChanged 20
		SP:Iteration 22Q (64257.550000 sec): 3 clusters
  Score: Raw -607111.781718 + Penalty 2882.142807 = -604229.638911
  nChanged 18
		SP:Iteration 23Q (64257.750000 sec): 3 clusters
  Score: Raw -607115.162732 + Penalty 2882.142807 = -604233.019925
  nChanged 16
		SP:Iteration 24Q (64257.950000 sec): 3 clusters
  Score: Raw -607119.786113 + Penalty 2882.142807 = -604237.643306
  nChanged 21
		SP:Iteration 25Q (64258.150000 sec): 3 clusters
  Score: Raw -607125.834312 + Penalty 2882.142807 = -604243.691505
  nChanged 28
		SP:Iteration 26Q (64258.350000 sec): 3 clusters
  Score: Raw -607134.967991 + Penalty 2882.142807 = -604252.825184
  nChanged 26
		SP:Iteration 27Q (64258.560000 sec): 3 clusters
  Score: Raw -607139.725379 + Penalty 2882.142807 = -604257.582572
  nChanged 20
		SP:Iteration 28Q (64258.760000 sec): 3 clusters
  Score: Raw -607142.603049 + Penalty 2882.142807 = -604260.460242
  nChanged 18
		SP:Iteration 29Q (64258.990000 sec): 3 clusters
  Score: Raw -607145.374873 + Penalty 2882.142807 = -604263.232066
  nChanged 16
		SP:Iteration 30Q (64259.110000 sec): 3 clusters
  Score: Raw -607147.995601 + Penalty 2882.142807 = -604265.852794
  nChanged 18
		SP:Iteration 31Q (64259.220000 sec): 3 clusters
  Score: Raw -607150.695689 + Penalty 2882.142807 = -604268.552882
  nChanged 15
		SP:Iteration 32Q (64259.330000 sec): 3 clusters
  Score: Raw -607153.230363 + Penalty 2882.142807 = -604271.087557
  nChanged 12
		SP:Iteration 33Q (64259.520000 sec): 3 clusters
  Score: Raw -607154.960918 + Penalty 2882.142807 = -604272.818111
  nChanged 7
		SP:Iteration 34Q (64259.730000 sec): 3 clusters
  Score: Raw -607155.754791 + Penalty 2882.142807 = -604273.611984
  nChanged 6
		SP:Iteration 35Q (64259.920000 sec): 3 clusters
  Score: Raw -607156.295926 + Penalty 2882.142807 = -604274.153119
  nChanged 5
		SP:Iteration 36Q (64260.040000 sec): 3 clusters
  Score: Raw -607156.833308 + Penalty 2882.142807 = -604274.690501
  nChanged 2
		SP:Iteration 37Q (64260.170000 sec): 3 clusters
  Score: Raw -607157.083333 + Penalty 2882.142807 = -604274.940526
  nChanged 2
		SP:Iteration 38Q (64260.360000 sec): 3 clusters
  Score: Raw -607157.411029 + Penalty 2882.142807 = -604275.268222
  nChanged 2
		SP:Iteration 39Q (64260.480000 sec): 3 clusters
  Score: Raw -607157.579695 + Penalty 2882.142807 = -604275.436888
  nChanged 1
		SP:Iteration 40F (64260.590000 sec): 3 clusters
  Score: Raw -607157.625148 + Penalty 2882.142807 = -604275.482341
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (6082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64260.710000 sec): 2 clusters
  Score: Raw -415169.264422 + Penalty 1415.876941 = -413753.387481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64260.930000 sec): 3 clusters
  Score: Raw -411958.863367 + Penalty 2831.753882 = -409127.109485
  nChanged 2493
		SP:Iteration 1F (64261.110000 sec): 3 clusters
  Score: Raw -413595.215258 + Penalty 2831.753882 = -410763.461375
  nChanged 578
		SP:Iteration 2F (64261.250000 sec): 3 clusters
  Score: Raw -414086.577686 + Penalty 2831.753882 = -411254.823804
  nChanged 493
		SP:Iteration 3F (64261.410000 sec): 3 clusters
  Score: Raw -414471.631019 + Penalty 2831.753882 = -411639.877136
  nChanged 372
		SP:Iteration 4F (64261.570000 sec): 3 clusters
  Score: Raw -414745.351142 + Penalty 2831.753882 = -411913.597259
  nChanged 323
		SP:Iteration 5F (64261.740000 sec): 3 clusters
  Score: Raw -414960.279951 + Penalty 2831.753882 = -412128.526069
  nChanged 247
		SP:Iteration 6Q (64261.910000 sec): 3 clusters
  Score: Raw -415122.186996 + Penalty 2831.753882 = -412290.433114
  nChanged 197
		SP:Iteration 7Q (64262.070000 sec): 3 clusters
  Score: Raw -415232.668244 + Penalty 2831.753882 = -412400.914362
  nChanged 152
		SP:Iteration 8Q (64262.240000 sec): 3 clusters
  Score: Raw -415302.860884 + Penalty 2831.753882 = -412471.107002
  nChanged 125
		SP:Iteration 9Q (64262.410000 sec): 3 clusters
  Score: Raw -415358.989417 + Penalty 2831.753882 = -412527.235535
  nChanged 109
		SP:Iteration 10Q (64262.610000 sec): 3 clusters
  Score: Raw -415403.629139 + Penalty 2831.753882 = -412571.875257
  nChanged 97
		SP:Iteration 11Q (64262.790000 sec): 3 clusters
  Score: Raw -415442.179337 + Penalty 2831.753882 = -412610.425455
  nChanged 86
		SP:Iteration 12Q (64262.970000 sec): 3 clusters
  Score: Raw -415477.433364 + Penalty 2831.753882 = -412645.679481
  nChanged 77
		SP:Iteration 13Q (64263.190000 sec): 3 clusters
  Score: Raw -415500.206236 + Penalty 2831.753882 = -412668.452354
  nChanged 59
		SP:Iteration 14Q (64263.350000 sec): 3 clusters
  Score: Raw -415517.341711 + Penalty 2831.753882 = -412685.587829
  nChanged 58
		SP:Iteration 15Q (64263.530000 sec): 3 clusters
  Score: Raw -415536.450475 + Penalty 2831.753882 = -412704.696593
  nChanged 46
		SP:Iteration 16Q (64263.750000 sec): 3 clusters
  Score: Raw -415549.520783 + Penalty 2831.753882 = -412717.766901
  nChanged 35
		SP:Iteration 17Q (64263.920000 sec): 3 clusters
  Score: Raw -415557.703596 + Penalty 2831.753882 = -412725.949714
  nChanged 28
		SP:Iteration 18Q (64264.080000 sec): 3 clusters
  Score: Raw -415562.533000 + Penalty 2831.753882 = -412730.779118
  nChanged 24
		SP:Iteration 19Q (64264.250000 sec): 3 clusters
  Score: Raw -415566.754485 + Penalty 2831.753882 = -412735.000603
  nChanged 17
		SP:Iteration 20F (64264.410000 sec): 3 clusters
  Score: Raw -415569.821348 + Penalty 2831.753882 = -412738.067465
  nChanged 19
		SP:Iteration 21Q (64264.580000 sec): 3 clusters
  Score: Raw -415573.912427 + Penalty 2831.753882 = -412742.158545
  nChanged 14
		SP:Iteration 22Q (64264.750000 sec): 3 clusters
  Score: Raw -415576.653625 + Penalty 2831.753882 = -412744.899743
  nChanged 15
		SP:Iteration 23Q (64264.920000 sec): 3 clusters
  Score: Raw -415580.049119 + Penalty 2831.753882 = -412748.295237
  nChanged 10
		SP:Iteration 24Q (64265.080000 sec): 3 clusters
  Score: Raw -415581.840419 + Penalty 2831.753882 = -412750.086537
  nChanged 9
		SP:Iteration 25Q (64265.250000 sec): 3 clusters
  Score: Raw -415583.191141 + Penalty 2831.753882 = -412751.437258
  nChanged 4
		SP:Iteration 26Q (64265.360000 sec): 3 clusters
  Score: Raw -415583.792110 + Penalty 2831.753882 = -412752.038228
  nChanged 3
		SP:Iteration 27Q (64265.460000 sec): 3 clusters
  Score: Raw -415584.206935 + Penalty 2831.753882 = -412752.453053
  nChanged 4
		SP:Iteration 28Q (64265.570000 sec): 3 clusters
  Score: Raw -415584.793529 + Penalty 2831.753882 = -412753.039647
  nChanged 6
		SP:Iteration 29Q (64265.690000 sec): 3 clusters
  Score: Raw -415585.973618 + Penalty 2831.753882 = -412754.219736
  nChanged 8
		SP:Iteration 30Q (64265.800000 sec): 3 clusters
  Score: Raw -415587.820802 + Penalty 2831.753882 = -412756.066920
  nChanged 10
		SP:Iteration 31Q (64265.910000 sec): 3 clusters
  Score: Raw -415589.478433 + Penalty 2831.753882 = -412757.724550
  nChanged 6
		SP:Iteration 32Q (64266.120000 sec): 3 clusters
  Score: Raw -415590.658561 + Penalty 2831.753882 = -412758.904679
  nChanged 7
		SP:Iteration 33Q (64266.290000 sec): 3 clusters
  Score: Raw -415591.616017 + Penalty 2831.753882 = -412759.862135
  nChanged 2
		SP:Iteration 34Q (64266.470000 sec): 3 clusters
  Score: Raw -415591.827078 + Penalty 2831.753882 = -412760.073196
  nChanged 0
		SP:Iteration 35F (64266.610000 sec): 3 clusters
  Score: Raw -415591.827078 + Penalty 2831.753882 = -412760.073196
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64266.680000 sec): 2 clusters
  Score: Raw -99705.076723 + Penalty 1147.327409 = -98557.749313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64266.850000 sec): 3 clusters
  Score: Raw -99301.703083 + Penalty 2294.654819 = -97007.048264
  nChanged 377
		SP:Iteration 1F (64267.030000 sec): 3 clusters
  Score: Raw -99624.752246 + Penalty 2294.654819 = -97330.097427
  nChanged 99
		SP:Iteration 2F (64267.210000 sec): 3 clusters
  Score: Raw -99730.871508 + Penalty 2294.654819 = -97436.216689
  nChanged 53
		SP:Iteration 3Q (64267.380000 sec): 3 clusters
  Score: Raw -99814.718445 + Penalty 2294.654819 = -97520.063626
  nChanged 49
		SP:Iteration 4Q (64267.560000 sec): 3 clusters
  Score: Raw -99891.104049 + Penalty 2294.654819 = -97596.449230
  nChanged 47
		SP:Iteration 5Q (64267.610000 sec): 3 clusters
  Score: Raw -99955.987169 + Penalty 2294.654819 = -97661.332350
  nChanged 42
		SP:Iteration 6Q (64267.630000 sec): 3 clusters
  Score: Raw -100013.830648 + Penalty 2294.654819 = -97719.175829
  nChanged 34
		SP:Iteration 7Q (64267.660000 sec): 3 clusters
  Score: Raw -100049.323880 + Penalty 2294.654819 = -97754.669061
  nChanged 22
		SP:Iteration 8Q (64267.690000 sec): 3 clusters
  Score: Raw -100081.709605 + Penalty 2294.654819 = -97787.054786
  nChanged 19
		SP:Iteration 9Q (64267.710000 sec): 3 clusters
  Score: Raw -100103.899296 + Penalty 2294.654819 = -97809.244477
  nChanged 17
		SP:Iteration 10Q (64267.740000 sec): 3 clusters
  Score: Raw -100122.939227 + Penalty 2294.654819 = -97828.284408
  nChanged 13
		SP:Iteration 11Q (64267.760000 sec): 3 clusters
  Score: Raw -100135.875583 + Penalty 2294.654819 = -97841.220764
  nChanged 8
		SP:Iteration 12Q (64267.790000 sec): 3 clusters
  Score: Raw -100143.950664 + Penalty 2294.654819 = -97849.295845
  nChanged 5
		SP:Iteration 13Q (64267.810000 sec): 3 clusters
  Score: Raw -100155.760288 + Penalty 2294.654819 = -97861.105469
  nChanged 4
		SP:Iteration 14Q (64267.830000 sec): 3 clusters
  Score: Raw -100160.797691 + Penalty 2294.654819 = -97866.142872
  nChanged 5
		SP:Iteration 15Q (64267.860000 sec): 3 clusters
  Score: Raw -100165.027892 + Penalty 2294.654819 = -97870.373073
  nChanged 4
		SP:Iteration 16Q (64267.890000 sec): 3 clusters
  Score: Raw -100167.601964 + Penalty 2294.654819 = -97872.947145
  nChanged 5
		SP:Iteration 17Q (64267.920000 sec): 3 clusters
  Score: Raw -100171.526078 + Penalty 2294.654819 = -97876.871259
  nChanged 4
		SP:Iteration 18Q (64267.950000 sec): 3 clusters
  Score: Raw -100173.300387 + Penalty 2294.654819 = -97878.645568
  nChanged 1
		SP:Iteration 19Q (64267.970000 sec): 3 clusters
  Score: Raw -100173.866884 + Penalty 2294.654819 = -97879.212066
  nChanged 0
		SP:Iteration 20F (64268.000000 sec): 3 clusters
  Score: Raw -100173.866884 + Penalty 2294.654819 = -97879.212066
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (10491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64268.110000 sec): 2 clusters
  Score: Raw -886945.466889 + Penalty 1504.469367 = -885440.997522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64268.340000 sec): 3 clusters
  Score: Raw -880954.395833 + Penalty 3008.938733 = -877945.457100
  nChanged 4548
		SP:Iteration 1F (64268.570000 sec): 3 clusters
  Score: Raw -883750.901246 + Penalty 3008.938733 = -880741.962513
  nChanged 869
		SP:Iteration 2F (64268.790000 sec): 3 clusters
  Score: Raw -884433.250282 + Penalty 3008.938733 = -881424.311548
  nChanged 866
		SP:Iteration 3F (64269.020000 sec): 3 clusters
  Score: Raw -885222.083032 + Penalty 3008.938733 = -882213.144299
  nChanged 821
		SP:Iteration 4F (64269.290000 sec): 3 clusters
  Score: Raw -885932.736193 + Penalty 3008.938733 = -882923.797459
  nChanged 682
		SP:Iteration 5F (64269.510000 sec): 3 clusters
  Score: Raw -886429.097473 + Penalty 3008.938733 = -883420.158740
  nChanged 540
		SP:Iteration 6F (64269.730000 sec): 3 clusters
  Score: Raw -886759.674727 + Penalty 3008.938733 = -883750.735994
  nChanged 421
		SP:Iteration 7Q (64269.950000 sec): 3 clusters
  Score: Raw -886987.081994 + Penalty 3008.938733 = -883978.143261
  nChanged 311
		SP:Iteration 8Q (64270.160000 sec): 3 clusters
  Score: Raw -887125.171284 + Penalty 3008.938733 = -884116.232551
  nChanged 264
		SP:Iteration 9Q (64270.380000 sec): 3 clusters
  Score: Raw -887234.989168 + Penalty 3008.938733 = -884226.050435
  nChanged 217
		SP:Iteration 10Q (64270.520000 sec): 3 clusters
  Score: Raw -887318.684401 + Penalty 3008.938733 = -884309.745667
  nChanged 193
		SP:Iteration 11Q (64270.750000 sec): 3 clusters
  Score: Raw -887391.841694 + Penalty 3008.938733 = -884382.902961
  nChanged 170
		SP:Iteration 12Q (64271.060000 sec): 3 clusters
  Score: Raw -887444.544531 + Penalty 3008.938733 = -884435.605798
  nChanged 140
		SP:Iteration 13Q (64271.250000 sec): 3 clusters
  Score: Raw -887485.497290 + Penalty 3008.938733 = -884476.558556
  nChanged 111
		SP:Iteration 14Q (64271.510000 sec): 3 clusters
  Score: Raw -887516.839638 + Penalty 3008.938733 = -884507.900904
  nChanged 93
		SP:Iteration 15Q (64271.730000 sec): 3 clusters
  Score: Raw -887539.598951 + Penalty 3008.938733 = -884530.660217
  nChanged 86
		SP:Iteration 16Q (64271.940000 sec): 3 clusters
  Score: Raw -887562.666285 + Penalty 3008.938733 = -884553.727552
  nChanged 84
		SP:Iteration 17Q (64272.160000 sec): 3 clusters
  Score: Raw -887585.691533 + Penalty 3008.938733 = -884576.752799
  nChanged 82
		SP:Iteration 18Q (64272.380000 sec): 3 clusters
  Score: Raw -887606.006761 + Penalty 3008.938733 = -884597.068028
  nChanged 72
		SP:Iteration 19Q (64272.600000 sec): 3 clusters
  Score: Raw -887621.938881 + Penalty 3008.938733 = -884613.000148
  nChanged 62
		SP:Iteration 20F (64272.820000 sec): 3 clusters
  Score: Raw -887634.005349 + Penalty 3008.938733 = -884625.066615
  nChanged 52
		SP:Iteration 21Q (64273.040000 sec): 3 clusters
  Score: Raw -887644.821428 + Penalty 3008.938733 = -884635.882695
  nChanged 47
		SP:Iteration 22Q (64273.260000 sec): 3 clusters
  Score: Raw -887655.379984 + Penalty 3008.938733 = -884646.441251
  nChanged 50
		SP:Iteration 23Q (64273.480000 sec): 3 clusters
  Score: Raw -887665.179749 + Penalty 3008.938733 = -884656.241016
  nChanged 43
		SP:Iteration 24Q (64273.700000 sec): 3 clusters
  Score: Raw -887674.781438 + Penalty 3008.938733 = -884665.842704
  nChanged 50
		SP:Iteration 25Q (64273.920000 sec): 3 clusters
  Score: Raw -887685.226518 + Penalty 3008.938733 = -884676.287785
  nChanged 46
		SP:Iteration 26Q (64274.140000 sec): 3 clusters
  Score: Raw -887693.645164 + Penalty 3008.938733 = -884684.706430
  nChanged 40
		SP:Iteration 27Q (64274.360000 sec): 3 clusters
  Score: Raw -887700.796650 + Penalty 3008.938733 = -884691.857916
  nChanged 35
		SP:Iteration 28Q (64274.580000 sec): 3 clusters
  Score: Raw -887705.812980 + Penalty 3008.938733 = -884696.874247
  nChanged 25
		SP:Iteration 29Q (64274.800000 sec): 3 clusters
  Score: Raw -887709.201192 + Penalty 3008.938733 = -884700.262459
  nChanged 25
		SP:Iteration 30Q (64275.020000 sec): 3 clusters
  Score: Raw -887713.222803 + Penalty 3008.938733 = -884704.284070
  nChanged 24
		SP:Iteration 31Q (64275.240000 sec): 3 clusters
  Score: Raw -887717.770100 + Penalty 3008.938733 = -884708.831366
  nChanged 22
		SP:Iteration 32Q (64275.460000 sec): 3 clusters
  Score: Raw -887721.682987 + Penalty 3008.938733 = -884712.744254
  nChanged 19
		SP:Iteration 33Q (64275.720000 sec): 3 clusters
  Score: Raw -887725.179293 + Penalty 3008.938733 = -884716.240560
  nChanged 17
		SP:Iteration 34Q (64275.940000 sec): 3 clusters
  Score: Raw -887727.700533 + Penalty 3008.938733 = -884718.761800
  nChanged 15
		SP:Iteration 35Q (64276.150000 sec): 3 clusters
  Score: Raw -887730.042273 + Penalty 3008.938733 = -884721.103540
  nChanged 18
		SP:Iteration 36Q (64276.370000 sec): 3 clusters
  Score: Raw -887732.438347 + Penalty 3008.938733 = -884723.499614
  nChanged 16
		SP:Iteration 37Q (64276.590000 sec): 3 clusters
  Score: Raw -887734.701180 + Penalty 3008.938733 = -884725.762447
  nChanged 13
		SP:Iteration 38Q (64276.810000 sec): 3 clusters
  Score: Raw -887736.328764 + Penalty 3008.938733 = -884727.390031
  nChanged 6
		SP:Iteration 39Q (64277.030000 sec): 3 clusters
  Score: Raw -887737.102061 + Penalty 3008.938733 = -884728.163328
  nChanged 9
		SP:Iteration 40F (64277.240000 sec): 3 clusters
  Score: Raw -887738.029591 + Penalty 3008.938733 = -884729.090857
  nChanged 9
		SP:Iteration 41Q (64277.460000 sec): 3 clusters
  Score: Raw -887739.026872 + Penalty 3008.938733 = -884730.088139
  nChanged 9
		SP:Iteration 42Q (64277.680000 sec): 3 clusters
  Score: Raw -887740.395767 + Penalty 3008.938733 = -884731.457034
  nChanged 12
		SP:Iteration 43Q (64277.900000 sec): 3 clusters
  Score: Raw -887742.163138 + Penalty 3008.938733 = -884733.224404
  nChanged 11
		SP:Iteration 44Q (64278.120000 sec): 3 clusters
  Score: Raw -887743.552640 + Penalty 3008.938733 = -884734.613907
  nChanged 10
		SP:Iteration 45Q (64278.340000 sec): 3 clusters
  Score: Raw -887745.015216 + Penalty 3008.938733 = -884736.076483
  nChanged 7
		SP:Iteration 46Q (64278.560000 sec): 3 clusters
  Score: Raw -887746.207720 + Penalty 3008.938733 = -884737.268987
  nChanged 7
		SP:Iteration 47Q (64278.780000 sec): 3 clusters
  Score: Raw -887747.128239 + Penalty 3008.938733 = -884738.189505
  nChanged 2
		SP:Iteration 48Q (64279.000000 sec): 3 clusters
  Score: Raw -887747.546780 + Penalty 3008.938733 = -884738.608047
  nChanged 5
		SP:Iteration 49Q (64279.220000 sec): 3 clusters
  Score: Raw -887748.532863 + Penalty 3008.938733 = -884739.594130
  nChanged 9
		SP:Iteration 50Q (64279.440000 sec): 3 clusters
  Score: Raw -887750.099974 + Penalty 3008.938733 = -884741.161240
  nChanged 9
		SP:Iteration 51Q (64279.650000 sec): 3 clusters
  Score: Raw -887751.240722 + Penalty 3008.938733 = -884742.301989
  nChanged 13
		SP:Iteration 52Q (64279.870000 sec): 3 clusters
  Score: Raw -887753.493841 + Penalty 3008.938733 = -884744.555108
  nChanged 13
		SP:Iteration 53Q (64280.130000 sec): 3 clusters
  Score: Raw -887755.349711 + Penalty 3008.938733 = -884746.410978
  nChanged 10
		SP:Iteration 54Q (64280.320000 sec): 3 clusters
  Score: Raw -887756.864062 + Penalty 3008.938733 = -884747.925329
  nChanged 12
		SP:Iteration 55Q (64280.540000 sec): 3 clusters
  Score: Raw -887758.745161 + Penalty 3008.938733 = -884749.806428
  nChanged 14
		SP:Iteration 56Q (64280.770000 sec): 3 clusters
  Score: Raw -887760.431585 + Penalty 3008.938733 = -884751.492852
  nChanged 6
		SP:Iteration 57Q (64280.990000 sec): 3 clusters
  Score: Raw -887760.960499 + Penalty 3008.938733 = -884752.021766
  nChanged 1
		SP:Iteration 58Q (64281.210000 sec): 3 clusters
  Score: Raw -887761.081768 + Penalty 3008.938733 = -884752.143035
  nChanged 3
		SP:Iteration 59Q (64281.440000 sec): 3 clusters
  Score: Raw -887761.503409 + Penalty 3008.938733 = -884752.564676
  nChanged 5
		SP:Iteration 60F (64281.710000 sec): 3 clusters
  Score: Raw -887762.205744 + Penalty 3008.938733 = -884753.267011
  nChanged 8
		SP:Iteration 61Q (64281.930000 sec): 3 clusters
  Score: Raw -887763.328408 + Penalty 3008.938733 = -884754.389674
  nChanged 7
		SP:Iteration 62Q (64282.150000 sec): 3 clusters
  Score: Raw -887764.864439 + Penalty 3008.938733 = -884755.925706
  nChanged 10
		SP:Iteration 63Q (64282.370000 sec): 3 clusters
  Score: Raw -887766.483484 + Penalty 3008.938733 = -884757.544750
  nChanged 8
		SP:Iteration 64Q (64282.590000 sec): 3 clusters
  Score: Raw -887767.597731 + Penalty 3008.938733 = -884758.658998
  nChanged 3
		SP:Iteration 65Q (64282.730000 sec): 3 clusters
  Score: Raw -887768.011820 + Penalty 3008.938733 = -884759.073087
  nChanged 1
		SP:Iteration 66Q (64282.880000 sec): 3 clusters
  Score: Raw -887768.189421 + Penalty 3008.938733 = -884759.250688
  nChanged 1
		SP:Iteration 67Q (64283.100000 sec): 3 clusters
  Score: Raw -887768.246075 + Penalty 3008.938733 = -884759.307342
  nChanged 0
		SP:Iteration 68F (64283.420000 sec): 3 clusters
  Score: Raw -887768.246075 + Penalty 3008.938733 = -884759.307342
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64283.470000 sec): 2 clusters
  Score: Raw -66891.570881 + Penalty 1100.996990 = -65790.573891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64283.650000 sec): 3 clusters
  Score: Raw -66697.292893 + Penalty 2201.993980 = -64495.298914
  nChanged 266
		SP:Iteration 1F (64283.670000 sec): 3 clusters
  Score: Raw -67057.610873 + Penalty 2201.993980 = -64855.616894
  nChanged 86
		SP:Iteration 2F (64283.680000 sec): 3 clusters
  Score: Raw -67253.213597 + Penalty 2201.993980 = -65051.219617
  nChanged 54
		SP:Iteration 3F (64283.710000 sec): 3 clusters
  Score: Raw -67424.609521 + Penalty 2201.993980 = -65222.615542
  nChanged 49
		SP:Iteration 4F (64283.740000 sec): 3 clusters
  Score: Raw -67539.616817 + Penalty 2201.993980 = -65337.622838
  nChanged 34
		SP:Iteration 5Q (64283.760000 sec): 3 clusters
  Score: Raw -67635.558762 + Penalty 2201.993980 = -65433.564783
  nChanged 25
		SP:Iteration 6Q (64283.780000 sec): 3 clusters
  Score: Raw -67698.855475 + Penalty 2201.993980 = -65496.861495
  nChanged 14
		SP:Iteration 7Q (64283.810000 sec): 3 clusters
  Score: Raw -67717.066127 + Penalty 2201.993980 = -65515.072148
  nChanged 8
		SP:Iteration 8Q (64283.840000 sec): 3 clusters
  Score: Raw -67728.917745 + Penalty 2201.993980 = -65526.923765
  nChanged 4
		SP:Iteration 9Q (64283.860000 sec): 3 clusters
  Score: Raw -67734.941371 + Penalty 2201.993980 = -65532.947391
  nChanged 8
		SP:Iteration 10Q (64283.880000 sec): 3 clusters
  Score: Raw -67746.712217 + Penalty 2201.993980 = -65544.718237
  nChanged 4
		SP:Iteration 11Q (64283.910000 sec): 3 clusters
  Score: Raw -67752.314826 + Penalty 2201.993980 = -65550.320847
  nChanged 4
		SP:Iteration 12Q (64283.930000 sec): 3 clusters
  Score: Raw -67759.896088 + Penalty 2201.993980 = -65557.902109
  nChanged 6
		SP:Iteration 13Q (64283.960000 sec): 3 clusters
  Score: Raw -67772.712383 + Penalty 2201.993980 = -65570.718403
  nChanged 1
		SP:Iteration 14Q (64283.980000 sec): 3 clusters
  Score: Raw -67775.775489 + Penalty 2201.993980 = -65573.781510
  nChanged 1
		SP:Iteration 15Q (64284.000000 sec): 3 clusters
  Score: Raw -67776.718519 + Penalty 2201.993980 = -65574.724540
  nChanged 1
		SP:Iteration 16Q (64284.030000 sec): 3 clusters
  Score: Raw -67777.639947 + Penalty 2201.993980 = -65575.645968
  nChanged 0
		SP:Iteration 17F (64284.050000 sec): 3 clusters
  Score: Raw -67777.639947 + Penalty 2201.993980 = -65575.645968
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (2498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64284.120000 sec): 2 clusters
  Score: Raw -208136.886869 + Penalty 1271.277425 = -206865.609445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64284.170000 sec): 3 clusters
  Score: Raw -206982.328837 + Penalty 2542.554849 = -204439.773988
  nChanged 937
		SP:Iteration 1F (64284.220000 sec): 3 clusters
  Score: Raw -207542.538985 + Penalty 2542.554849 = -204999.984135
  nChanged 221
		SP:Iteration 2F (64284.260000 sec): 3 clusters
  Score: Raw -207718.960489 + Penalty 2542.554849 = -205176.405640
  nChanged 163
		SP:Iteration 3F (64284.310000 sec): 3 clusters
  Score: Raw -207856.885211 + Penalty 2542.554849 = -205314.330362
  nChanged 135
		SP:Iteration 4F (64284.360000 sec): 3 clusters
  Score: Raw -207966.174063 + Penalty 2542.554849 = -205423.619214
  nChanged 112
		SP:Iteration 5Q (64284.410000 sec): 3 clusters
  Score: Raw -208041.033683 + Penalty 2542.554849 = -205498.478834
  nChanged 98
		SP:Iteration 6Q (64284.460000 sec): 3 clusters
  Score: Raw -208109.480568 + Penalty 2542.554849 = -205566.925718
  nChanged 83
		SP:Iteration 7Q (64284.510000 sec): 3 clusters
  Score: Raw -208160.215068 + Penalty 2542.554849 = -205617.660219
  nChanged 61
		SP:Iteration 8Q (64284.560000 sec): 3 clusters
  Score: Raw -208202.074077 + Penalty 2542.554849 = -205659.519228
  nChanged 43
		SP:Iteration 9Q (64284.600000 sec): 3 clusters
  Score: Raw -208229.806052 + Penalty 2542.554849 = -205687.251203
  nChanged 32
		SP:Iteration 10Q (64284.650000 sec): 3 clusters
  Score: Raw -208248.869110 + Penalty 2542.554849 = -205706.314261
  nChanged 26
		SP:Iteration 11Q (64284.700000 sec): 3 clusters
  Score: Raw -208261.729443 + Penalty 2542.554849 = -205719.174594
  nChanged 31
		SP:Iteration 12Q (64284.750000 sec): 3 clusters
  Score: Raw -208276.948919 + Penalty 2542.554849 = -205734.394069
  nChanged 23
		SP:Iteration 13Q (64284.800000 sec): 3 clusters
  Score: Raw -208291.771284 + Penalty 2542.554849 = -205749.216434
  nChanged 15
		SP:Iteration 14Q (64284.850000 sec): 3 clusters
  Score: Raw -208302.618396 + Penalty 2542.554849 = -205760.063547
  nChanged 17
		SP:Iteration 15Q (64284.900000 sec): 3 clusters
  Score: Raw -208312.966844 + Penalty 2542.554849 = -205770.411995
  nChanged 13
		SP:Iteration 16Q (64284.950000 sec): 3 clusters
  Score: Raw -208320.666489 + Penalty 2542.554849 = -205778.111640
  nChanged 11
		SP:Iteration 17Q (64285.000000 sec): 3 clusters
  Score: Raw -208324.872256 + Penalty 2542.554849 = -205782.317407
  nChanged 10
		SP:Iteration 18Q (64285.040000 sec): 3 clusters
  Score: Raw -208328.468247 + Penalty 2542.554849 = -205785.913398
  nChanged 6
		SP:Iteration 19Q (64285.090000 sec): 3 clusters
  Score: Raw -208330.746964 + Penalty 2542.554849 = -205788.192115
  nChanged 10
		SP:Iteration 20F (64285.140000 sec): 3 clusters
  Score: Raw -208335.260205 + Penalty 2542.554849 = -205792.705356
  nChanged 9
		SP:Iteration 21Q (64285.190000 sec): 3 clusters
  Score: Raw -208338.376584 + Penalty 2542.554849 = -205795.821735
  nChanged 6
		SP:Iteration 22Q (64285.240000 sec): 3 clusters
  Score: Raw -208342.306407 + Penalty 2542.554849 = -205799.751557
  nChanged 6
		SP:Iteration 23Q (64285.290000 sec): 3 clusters
  Score: Raw -208344.364739 + Penalty 2542.554849 = -205801.809890
  nChanged 3
		SP:Iteration 24Q (64285.340000 sec): 3 clusters
  Score: Raw -208345.455441 + Penalty 2542.554849 = -205802.900592
  nChanged 4
		SP:Iteration 25Q (64285.390000 sec): 3 clusters
  Score: Raw -208346.787942 + Penalty 2542.554849 = -205804.233092
  nChanged 4
		SP:Iteration 26Q (64285.440000 sec): 3 clusters
  Score: Raw -208348.039930 + Penalty 2542.554849 = -205805.485081
  nChanged 3
		SP:Iteration 27Q (64285.480000 sec): 3 clusters
  Score: Raw -208348.737040 + Penalty 2542.554849 = -205806.182191
  nChanged 1
		SP:Iteration 28Q (64285.530000 sec): 3 clusters
  Score: Raw -208349.227834 + Penalty 2542.554849 = -205806.672984
  nChanged 2
		SP:Iteration 29Q (64285.580000 sec): 3 clusters
  Score: Raw -208349.873578 + Penalty 2542.554849 = -205807.318729
  nChanged 1
		SP:Iteration 30Q (64285.630000 sec): 3 clusters
  Score: Raw -208350.463796 + Penalty 2542.554849 = -205807.908946
  nChanged 1
		SP:Iteration 31Q (64285.680000 sec): 3 clusters
  Score: Raw -208351.086185 + Penalty 2542.554849 = -205808.531335
  nChanged 3
		SP:Iteration 32Q (64285.730000 sec): 3 clusters
  Score: Raw -208352.112323 + Penalty 2542.554849 = -205809.557474
  nChanged 1
		SP:Iteration 33Q (64285.780000 sec): 3 clusters
  Score: Raw -208352.861231 + Penalty 2542.554849 = -205810.306381
  nChanged 2
		SP:Iteration 34Q (64285.920000 sec): 3 clusters
  Score: Raw -208353.322209 + Penalty 2542.554849 = -205810.767360
  nChanged 1
		SP:Iteration 35Q (64286.100000 sec): 3 clusters
  Score: Raw -208353.553850 + Penalty 2542.554849 = -205810.999001
  nChanged 0
		SP:Iteration 36F (64286.270000 sec): 3 clusters
  Score: Raw -208353.553850 + Penalty 2542.554849 = -205810.999001
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (8917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64286.400000 sec): 2 clusters
  Score: Raw -691525.062709 + Penalty 1478.053662 = -690047.009047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64286.610000 sec): 3 clusters
  Score: Raw -686626.470196 + Penalty 2956.107325 = -683670.362871
  nChanged 3776
		SP:Iteration 1F (64286.800000 sec): 3 clusters
  Score: Raw -688708.925540 + Penalty 2956.107325 = -685752.818215
  nChanged 681
		SP:Iteration 2F (64286.990000 sec): 3 clusters
  Score: Raw -689134.930196 + Penalty 2956.107325 = -686178.822871
  nChanged 652
		SP:Iteration 3F (64287.180000 sec): 3 clusters
  Score: Raw -689562.129862 + Penalty 2956.107325 = -686606.022537
  nChanged 559
		SP:Iteration 4F (64287.380000 sec): 3 clusters
  Score: Raw -689902.215020 + Penalty 2956.107325 = -686946.107695
  nChanged 478
		SP:Iteration 5F (64287.570000 sec): 3 clusters
  Score: Raw -690164.286375 + Penalty 2956.107325 = -687208.179050
  nChanged 376
		SP:Iteration 6Q (64287.760000 sec): 3 clusters
  Score: Raw -690357.660993 + Penalty 2956.107325 = -687401.553668
  nChanged 325
		SP:Iteration 7Q (64287.960000 sec): 3 clusters
  Score: Raw -690524.487084 + Penalty 2956.107325 = -687568.379759
  nChanged 263
		SP:Iteration 8Q (64288.190000 sec): 3 clusters
  Score: Raw -690663.348540 + Penalty 2956.107325 = -687707.241215
  nChanged 261
		SP:Iteration 9Q (64288.420000 sec): 3 clusters
  Score: Raw -690803.414886 + Penalty 2956.107325 = -687847.307561
  nChanged 226
		SP:Iteration 10Q (64288.600000 sec): 3 clusters
  Score: Raw -690956.488969 + Penalty 2956.107325 = -688000.381644
  nChanged 251
		SP:Iteration 11Q (64288.790000 sec): 3 clusters
  Score: Raw -691117.833675 + Penalty 2956.107325 = -688161.726350
  nChanged 243
		SP:Iteration 12Q (64288.990000 sec): 3 clusters
  Score: Raw -691254.523794 + Penalty 2956.107325 = -688298.416469
  nChanged 206
		SP:Iteration 13Q (64289.180000 sec): 3 clusters
  Score: Raw -691376.738031 + Penalty 2956.107325 = -688420.630706
  nChanged 171
		SP:Iteration 14Q (64289.370000 sec): 3 clusters
  Score: Raw -691482.813509 + Penalty 2956.107325 = -688526.706184
  nChanged 154
		SP:Iteration 15Q (64289.570000 sec): 3 clusters
  Score: Raw -691573.982219 + Penalty 2956.107325 = -688617.874894
  nChanged 153
		SP:Iteration 16Q (64289.760000 sec): 3 clusters
  Score: Raw -691646.059968 + Penalty 2956.107325 = -688689.952643
  nChanged 105
		SP:Iteration 17Q (64289.950000 sec): 3 clusters
  Score: Raw -691693.350667 + Penalty 2956.107325 = -688737.243342
  nChanged 80
		SP:Iteration 18Q (64290.140000 sec): 3 clusters
  Score: Raw -691720.446211 + Penalty 2956.107325 = -688764.338886
  nChanged 65
		SP:Iteration 19Q (64290.380000 sec): 3 clusters
  Score: Raw -691739.353024 + Penalty 2956.107325 = -688783.245699
  nChanged 39
		SP:Iteration 20F (64290.560000 sec): 3 clusters
  Score: Raw -691749.073823 + Penalty 2956.107325 = -688792.966498
  nChanged 37
		SP:Iteration 21Q (64290.760000 sec): 3 clusters
  Score: Raw -691757.465226 + Penalty 2956.107325 = -688801.357901
  nChanged 34
		SP:Iteration 22Q (64290.950000 sec): 3 clusters
  Score: Raw -691764.447231 + Penalty 2956.107325 = -688808.339906
  nChanged 29
		SP:Iteration 23Q (64291.140000 sec): 3 clusters
  Score: Raw -691773.609259 + Penalty 2956.107325 = -688817.501934
  nChanged 28
		SP:Iteration 24Q (64291.330000 sec): 3 clusters
  Score: Raw -691781.902391 + Penalty 2956.107325 = -688825.795066
  nChanged 24
		SP:Iteration 25Q (64291.530000 sec): 3 clusters
  Score: Raw -691788.036898 + Penalty 2956.107325 = -688831.929573
  nChanged 23
		SP:Iteration 26Q (64291.710000 sec): 3 clusters
  Score: Raw -691793.148498 + Penalty 2956.107325 = -688837.041173
  nChanged 22
		SP:Iteration 27Q (64291.910000 sec): 3 clusters
  Score: Raw -691797.302165 + Penalty 2956.107325 = -688841.194840
  nChanged 18
		SP:Iteration 28Q (64292.100000 sec): 3 clusters
  Score: Raw -691800.613547 + Penalty 2956.107325 = -688844.506222
  nChanged 13
		SP:Iteration 29Q (64292.290000 sec): 3 clusters
  Score: Raw -691802.546561 + Penalty 2956.107325 = -688846.439236
  nChanged 8
		SP:Iteration 30Q (64292.480000 sec): 3 clusters
  Score: Raw -691803.891935 + Penalty 2956.107325 = -688847.784610
  nChanged 9
		SP:Iteration 31Q (64292.680000 sec): 3 clusters
  Score: Raw -691805.764785 + Penalty 2956.107325 = -688849.657460
  nChanged 9
		SP:Iteration 32Q (64292.870000 sec): 3 clusters
  Score: Raw -691807.334809 + Penalty 2956.107325 = -688851.227484
  nChanged 10
		SP:Iteration 33Q (64293.060000 sec): 3 clusters
  Score: Raw -691809.017427 + Penalty 2956.107325 = -688852.910102
  nChanged 9
		SP:Iteration 34Q (64293.260000 sec): 3 clusters
  Score: Raw -691810.184496 + Penalty 2956.107325 = -688854.077171
  nChanged 6
		SP:Iteration 35Q (64293.440000 sec): 3 clusters
  Score: Raw -691811.287050 + Penalty 2956.107325 = -688855.179725
  nChanged 5
		SP:Iteration 36Q (64293.640000 sec): 3 clusters
  Score: Raw -691812.049738 + Penalty 2956.107325 = -688855.942413
  nChanged 3
		SP:Iteration 37Q (64293.780000 sec): 3 clusters
  Score: Raw -691812.636905 + Penalty 2956.107325 = -688856.529580
  nChanged 1
		SP:Iteration 38Q (64293.910000 sec): 3 clusters
  Score: Raw -691812.674591 + Penalty 2956.107325 = -688856.567266
  nChanged 0
		SP:Iteration 39F (64294.140000 sec): 3 clusters
  Score: Raw -691812.674591 + Penalty 2956.107325 = -688856.567266
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (2186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64294.190000 sec): 2 clusters
  Score: Raw -168032.044168 + Penalty 1249.597159 = -166782.447009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64294.370000 sec): 3 clusters
  Score: Raw -167097.204038 + Penalty 2499.194317 = -164598.009721
  nChanged 803
		SP:Iteration 1F (64294.540000 sec): 3 clusters
  Score: Raw -167720.474894 + Penalty 2499.194317 = -165221.280577
  nChanged 217
		SP:Iteration 2F (64294.720000 sec): 3 clusters
  Score: Raw -167889.981577 + Penalty 2499.194317 = -165390.787260
  nChanged 124
		SP:Iteration 3F (64294.900000 sec): 3 clusters
  Score: Raw -167992.881173 + Penalty 2499.194317 = -165493.686856
  nChanged 88
		SP:Iteration 4Q (64295.070000 sec): 3 clusters
  Score: Raw -168068.628982 + Penalty 2499.194317 = -165569.434664
  nChanged 75
		SP:Iteration 5Q (64295.250000 sec): 3 clusters
  Score: Raw -168122.023748 + Penalty 2499.194317 = -165622.829431
  nChanged 69
		SP:Iteration 6Q (64295.420000 sec): 3 clusters
  Score: Raw -168165.606304 + Penalty 2499.194317 = -165666.411987
  nChanged 45
		SP:Iteration 7Q (64295.600000 sec): 3 clusters
  Score: Raw -168202.009978 + Penalty 2499.194317 = -165702.815661
  nChanged 39
		SP:Iteration 8Q (64295.780000 sec): 3 clusters
  Score: Raw -168234.169063 + Penalty 2499.194317 = -165734.974746
  nChanged 36
		SP:Iteration 9Q (64295.950000 sec): 3 clusters
  Score: Raw -168262.717201 + Penalty 2499.194317 = -165763.522883
  nChanged 35
		SP:Iteration 10Q (64296.130000 sec): 3 clusters
  Score: Raw -168287.272015 + Penalty 2499.194317 = -165788.077697
  nChanged 41
		SP:Iteration 11Q (64296.300000 sec): 3 clusters
  Score: Raw -168316.792594 + Penalty 2499.194317 = -165817.598277
  nChanged 40
		SP:Iteration 12Q (64296.480000 sec): 3 clusters
  Score: Raw -168348.110504 + Penalty 2499.194317 = -165848.916186
  nChanged 34
		SP:Iteration 13Q (64296.640000 sec): 3 clusters
  Score: Raw -168372.843170 + Penalty 2499.194317 = -165873.648852
  nChanged 25
		SP:Iteration 14Q (64296.800000 sec): 3 clusters
  Score: Raw -168394.750066 + Penalty 2499.194317 = -165895.555749
  nChanged 26
		SP:Iteration 15Q (64296.960000 sec): 3 clusters
  Score: Raw -168409.168826 + Penalty 2499.194317 = -165909.974509
  nChanged 15
		SP:Iteration 16Q (64297.120000 sec): 3 clusters
  Score: Raw -168419.495137 + Penalty 2499.194317 = -165920.300820
  nChanged 15
		SP:Iteration 17Q (64297.280000 sec): 3 clusters
  Score: Raw -168426.882571 + Penalty 2499.194317 = -165927.688254
  nChanged 8
		SP:Iteration 18Q (64297.440000 sec): 3 clusters
  Score: Raw -168432.642029 + Penalty 2499.194317 = -165933.447712
  nChanged 9
		SP:Iteration 19Q (64297.600000 sec): 3 clusters
  Score: Raw -168437.644903 + Penalty 2499.194317 = -165938.450586
  nChanged 8
		SP:Iteration 20F (64297.760000 sec): 3 clusters
  Score: Raw -168443.447460 + Penalty 2499.194317 = -165944.253143
  nChanged 8
		SP:Iteration 21Q (64297.920000 sec): 3 clusters
  Score: Raw -168448.775716 + Penalty 2499.194317 = -165949.581399
  nChanged 10
		SP:Iteration 22Q (64298.080000 sec): 3 clusters
  Score: Raw -168454.662877 + Penalty 2499.194317 = -165955.468560
  nChanged 8
		SP:Iteration 23Q (64298.240000 sec): 3 clusters
  Score: Raw -168459.820246 + Penalty 2499.194317 = -165960.625929
  nChanged 6
		SP:Iteration 24Q (64298.400000 sec): 3 clusters
  Score: Raw -168462.212359 + Penalty 2499.194317 = -165963.018041
  nChanged 5
		SP:Iteration 25Q (64298.560000 sec): 3 clusters
  Score: Raw -168465.279169 + Penalty 2499.194317 = -165966.084851
  nChanged 5
		SP:Iteration 26Q (64298.720000 sec): 3 clusters
  Score: Raw -168466.928472 + Penalty 2499.194317 = -165967.734155
  nChanged 2
		SP:Iteration 27Q (64298.870000 sec): 3 clusters
  Score: Raw -168468.120029 + Penalty 2499.194317 = -165968.925711
  nChanged 4
		SP:Iteration 28Q (64299.030000 sec): 3 clusters
  Score: Raw -168470.265712 + Penalty 2499.194317 = -165971.071395
  nChanged 5
		SP:Iteration 29Q (64299.190000 sec): 3 clusters
  Score: Raw -168475.408274 + Penalty 2499.194317 = -165976.213957
  nChanged 10
		SP:Iteration 30Q (64299.350000 sec): 3 clusters
  Score: Raw -168478.420673 + Penalty 2499.194317 = -165979.226355
  nChanged 2
		SP:Iteration 31Q (64299.510000 sec): 3 clusters
  Score: Raw -168479.370892 + Penalty 2499.194317 = -165980.176575
  nChanged 2
		SP:Iteration 32Q (64299.670000 sec): 3 clusters
  Score: Raw -168481.694711 + Penalty 2499.194317 = -165982.500394
  nChanged 6
		SP:Iteration 33Q (64299.830000 sec): 3 clusters
  Score: Raw -168485.856779 + Penalty 2499.194317 = -165986.662462
  nChanged 2
		SP:Iteration 34Q (64299.990000 sec): 3 clusters
  Score: Raw -168486.551580 + Penalty 2499.194317 = -165987.357263
  nChanged 1
		SP:Iteration 35Q (64300.150000 sec): 3 clusters
  Score: Raw -168486.951592 + Penalty 2499.194317 = -165987.757275
  nChanged 3
		SP:Iteration 36Q (64300.310000 sec): 3 clusters
  Score: Raw -168488.985489 + Penalty 2499.194317 = -165989.791172
  nChanged 1
		SP:Iteration 37Q (64300.470000 sec): 3 clusters
  Score: Raw -168489.341394 + Penalty 2499.194317 = -165990.147076
  nChanged 0
		SP:Iteration 38F (64300.630000 sec): 3 clusters
  Score: Raw -168489.341394 + Penalty 2499.194317 = -165990.147076
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (7934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64300.730000 sec): 2 clusters
  Score: Raw -681869.816171 + Penalty 1459.073298 = -680410.742874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64300.960000 sec): 3 clusters
  Score: Raw -677541.672599 + Penalty 2918.146595 = -674623.526004
  nChanged 3406
		SP:Iteration 1F (64301.160000 sec): 3 clusters
  Score: Raw -679750.854381 + Penalty 2918.146595 = -676832.707786
  nChanged 750
		SP:Iteration 2F (64301.360000 sec): 3 clusters
  Score: Raw -680420.552489 + Penalty 2918.146595 = -677502.405894
  nChanged 688
		SP:Iteration 3F (64301.550000 sec): 3 clusters
  Score: Raw -681044.617495 + Penalty 2918.146595 = -678126.470900
  nChanged 583
		SP:Iteration 4F (64301.750000 sec): 3 clusters
  Score: Raw -681522.976641 + Penalty 2918.146595 = -678604.830046
  nChanged 446
		SP:Iteration 5F (64301.950000 sec): 3 clusters
  Score: Raw -681819.699236 + Penalty 2918.146595 = -678901.552640
  nChanged 319
		SP:Iteration 6Q (64302.140000 sec): 3 clusters
  Score: Raw -682021.595217 + Penalty 2918.146595 = -679103.448622
  nChanged 247
		SP:Iteration 7Q (64302.340000 sec): 3 clusters
  Score: Raw -682160.111536 + Penalty 2918.146595 = -679241.964941
  nChanged 170
		SP:Iteration 8Q (64302.540000 sec): 3 clusters
  Score: Raw -682246.827161 + Penalty 2918.146595 = -679328.680566
  nChanged 134
		SP:Iteration 9Q (64302.740000 sec): 3 clusters
  Score: Raw -682323.334498 + Penalty 2918.146595 = -679405.187902
  nChanged 116
		SP:Iteration 10Q (64302.940000 sec): 3 clusters
  Score: Raw -682392.767989 + Penalty 2918.146595 = -679474.621393
  nChanged 120
		SP:Iteration 11Q (64303.140000 sec): 3 clusters
  Score: Raw -682456.302930 + Penalty 2918.146595 = -679538.156335
  nChanged 103
		SP:Iteration 12Q (64303.380000 sec): 3 clusters
  Score: Raw -682499.185184 + Penalty 2918.146595 = -679581.038588
  nChanged 90
		SP:Iteration 13Q (64303.570000 sec): 3 clusters
  Score: Raw -682545.930007 + Penalty 2918.146595 = -679627.783411
  nChanged 84
		SP:Iteration 14Q (64303.770000 sec): 3 clusters
  Score: Raw -682578.288912 + Penalty 2918.146595 = -679660.142317
  nChanged 68
		SP:Iteration 15Q (64303.970000 sec): 3 clusters
  Score: Raw -682605.118237 + Penalty 2918.146595 = -679686.971641
  nChanged 68
		SP:Iteration 16Q (64304.160000 sec): 3 clusters
  Score: Raw -682631.455719 + Penalty 2918.146595 = -679713.309124
  nChanged 63
		SP:Iteration 17Q (64304.360000 sec): 3 clusters
  Score: Raw -682660.554176 + Penalty 2918.146595 = -679742.407581
  nChanged 60
		SP:Iteration 18Q (64304.560000 sec): 3 clusters
  Score: Raw -682686.107742 + Penalty 2918.146595 = -679767.961147
  nChanged 51
		SP:Iteration 19Q (64304.760000 sec): 3 clusters
  Score: Raw -682713.889933 + Penalty 2918.146595 = -679795.743338
  nChanged 62
		SP:Iteration 20F (64304.960000 sec): 3 clusters
  Score: Raw -682738.174938 + Penalty 2918.146595 = -679820.028343
  nChanged 49
		SP:Iteration 21Q (64305.150000 sec): 3 clusters
  Score: Raw -682757.779551 + Penalty 2918.146595 = -679839.632956
  nChanged 41
		SP:Iteration 22Q (64305.270000 sec): 3 clusters
  Score: Raw -682775.368681 + Penalty 2918.146595 = -679857.222086
  nChanged 32
		SP:Iteration 23Q (64305.400000 sec): 3 clusters
  Score: Raw -682788.229877 + Penalty 2918.146595 = -679870.083282
  nChanged 35
		SP:Iteration 24Q (64305.530000 sec): 3 clusters
  Score: Raw -682801.089001 + Penalty 2918.146595 = -679882.942405
  nChanged 26
		SP:Iteration 25Q (64305.740000 sec): 3 clusters
  Score: Raw -682809.566852 + Penalty 2918.146595 = -679891.420257
  nChanged 25
		SP:Iteration 26Q (64305.860000 sec): 3 clusters
  Score: Raw -682817.140964 + Penalty 2918.146595 = -679898.994368
  nChanged 27
		SP:Iteration 27Q (64306.070000 sec): 3 clusters
  Score: Raw -682826.043451 + Penalty 2918.146595 = -679907.896855
  nChanged 27
		SP:Iteration 28Q (64306.190000 sec): 3 clusters
  Score: Raw -682834.778675 + Penalty 2918.146595 = -679916.632079
  nChanged 26
		SP:Iteration 29Q (64306.380000 sec): 3 clusters
  Score: Raw -682844.026603 + Penalty 2918.146595 = -679925.880008
  nChanged 26
		SP:Iteration 30Q (64306.590000 sec): 3 clusters
  Score: Raw -682852.022053 + Penalty 2918.146595 = -679933.875458
  nChanged 19
		SP:Iteration 31Q (64306.710000 sec): 3 clusters
  Score: Raw -682856.606409 + Penalty 2918.146595 = -679938.459813
  nChanged 12
		SP:Iteration 32Q (64306.910000 sec): 3 clusters
  Score: Raw -682859.212382 + Penalty 2918.146595 = -679941.065787
  nChanged 12
		SP:Iteration 33Q (64307.110000 sec): 3 clusters
  Score: Raw -682862.794312 + Penalty 2918.146595 = -679944.647717
  nChanged 10
		SP:Iteration 34Q (64307.300000 sec): 3 clusters
  Score: Raw -682865.573834 + Penalty 2918.146595 = -679947.427238
  nChanged 2
		SP:Iteration 35Q (64307.490000 sec): 3 clusters
  Score: Raw -682866.529926 + Penalty 2918.146595 = -679948.383331
  nChanged 3
		SP:Iteration 36Q (64307.690000 sec): 3 clusters
  Score: Raw -682867.051284 + Penalty 2918.146595 = -679948.904688
  nChanged 1
		SP:Iteration 37Q (64307.890000 sec): 3 clusters
  Score: Raw -682867.117400 + Penalty 2918.146595 = -679948.970804
  nChanged 1
		SP:Iteration 38Q (64308.090000 sec): 3 clusters
  Score: Raw -682867.179382 + Penalty 2918.146595 = -679949.032787
  nChanged 0
		SP:Iteration 39F (64308.290000 sec): 3 clusters
  Score: Raw -682867.179382 + Penalty 2918.146595 = -679949.032787
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 72 (2782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64308.410000 sec): 2 clusters
  Score: Raw -237762.174322 + Penalty 1288.775373 = -236473.398949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64308.600000 sec): 3 clusters
  Score: Raw -236437.444190 + Penalty 2577.550746 = -233859.893444
  nChanged 1042
		SP:Iteration 1F (64308.770000 sec): 3 clusters
  Score: Raw -237184.159737 + Penalty 2577.550746 = -234606.608991
  nChanged 279
		SP:Iteration 2F (64308.950000 sec): 3 clusters
  Score: Raw -237442.087962 + Penalty 2577.550746 = -234864.537216
  nChanged 210
		SP:Iteration 3F (64309.130000 sec): 3 clusters
  Score: Raw -237647.916306 + Penalty 2577.550746 = -235070.365560
  nChanged 172
		SP:Iteration 4F (64309.300000 sec): 3 clusters
  Score: Raw -237790.939023 + Penalty 2577.550746 = -235213.388277
  nChanged 125
		SP:Iteration 5Q (64309.470000 sec): 3 clusters
  Score: Raw -237899.274756 + Penalty 2577.550746 = -235321.724010
  nChanged 105
		SP:Iteration 6Q (64309.650000 sec): 3 clusters
  Score: Raw -237975.065403 + Penalty 2577.550746 = -235397.514657
  nChanged 80
		SP:Iteration 7Q (64309.830000 sec): 3 clusters
  Score: Raw -238040.651029 + Penalty 2577.550746 = -235463.100283
  nChanged 75
		SP:Iteration 8Q (64310.000000 sec): 3 clusters
  Score: Raw -238099.907390 + Penalty 2577.550746 = -235522.356644
  nChanged 69
		SP:Iteration 9Q (64310.180000 sec): 3 clusters
  Score: Raw -238149.127701 + Penalty 2577.550746 = -235571.576955
  nChanged 47
		SP:Iteration 10Q (64310.350000 sec): 3 clusters
  Score: Raw -238179.308839 + Penalty 2577.550746 = -235601.758093
  nChanged 35
		SP:Iteration 11Q (64310.530000 sec): 3 clusters
  Score: Raw -238203.669300 + Penalty 2577.550746 = -235626.118554
  nChanged 33
		SP:Iteration 12Q (64310.710000 sec): 3 clusters
  Score: Raw -238218.416286 + Penalty 2577.550746 = -235640.865540
  nChanged 18
		SP:Iteration 13Q (64310.880000 sec): 3 clusters
  Score: Raw -238227.183599 + Penalty 2577.550746 = -235649.632853
  nChanged 16
		SP:Iteration 14Q (64311.060000 sec): 3 clusters
  Score: Raw -238235.965540 + Penalty 2577.550746 = -235658.414794
  nChanged 19
		SP:Iteration 15Q (64311.230000 sec): 3 clusters
  Score: Raw -238242.765995 + Penalty 2577.550746 = -235665.215249
  nChanged 15
		SP:Iteration 16Q (64311.410000 sec): 3 clusters
  Score: Raw -238250.843729 + Penalty 2577.550746 = -235673.292983
  nChanged 15
		SP:Iteration 17Q (64311.590000 sec): 3 clusters
  Score: Raw -238258.826316 + Penalty 2577.550746 = -235681.275570
  nChanged 14
		SP:Iteration 18Q (64311.760000 sec): 3 clusters
  Score: Raw -238264.326898 + Penalty 2577.550746 = -235686.776152
  nChanged 12
		SP:Iteration 19Q (64311.940000 sec): 3 clusters
  Score: Raw -238269.378206 + Penalty 2577.550746 = -235691.827460
  nChanged 10
		SP:Iteration 20F (64312.110000 sec): 3 clusters
  Score: Raw -238274.658680 + Penalty 2577.550746 = -235697.107934
  nChanged 9
		SP:Iteration 21Q (64312.290000 sec): 3 clusters
  Score: Raw -238279.493817 + Penalty 2577.550746 = -235701.943071
  nChanged 12
		SP:Iteration 22Q (64312.470000 sec): 3 clusters
  Score: Raw -238284.740484 + Penalty 2577.550746 = -235707.189738
  nChanged 7
		SP:Iteration 23Q (64312.640000 sec): 3 clusters
  Score: Raw -238287.277700 + Penalty 2577.550746 = -235709.726954
  nChanged 6
		SP:Iteration 24Q (64312.820000 sec): 3 clusters
  Score: Raw -238289.981487 + Penalty 2577.550746 = -235712.430741
  nChanged 8
		SP:Iteration 25Q (64312.990000 sec): 3 clusters
  Score: Raw -238292.648363 + Penalty 2577.550746 = -235715.097617
  nChanged 6
		SP:Iteration 26Q (64313.170000 sec): 3 clusters
  Score: Raw -238294.668057 + Penalty 2577.550746 = -235717.117310
  nChanged 4
		SP:Iteration 27Q (64313.340000 sec): 3 clusters
  Score: Raw -238296.409231 + Penalty 2577.550746 = -235718.858484
  nChanged 4
		SP:Iteration 28Q (64313.520000 sec): 3 clusters
  Score: Raw -238297.598144 + Penalty 2577.550746 = -235720.047398
  nChanged 1
		SP:Iteration 29Q (64313.690000 sec): 3 clusters
  Score: Raw -238298.058781 + Penalty 2577.550746 = -235720.508035
  nChanged 3
		SP:Iteration 30Q (64313.870000 sec): 3 clusters
  Score: Raw -238298.650194 + Penalty 2577.550746 = -235721.099448
  nChanged 3
		SP:Iteration 31Q (64314.050000 sec): 3 clusters
  Score: Raw -238299.396957 + Penalty 2577.550746 = -235721.846211
  nChanged 2
		SP:Iteration 32Q (64314.220000 sec): 3 clusters
  Score: Raw -238301.160275 + Penalty 2577.550746 = -235723.609528
  nChanged 4
		SP:Iteration 33Q (64314.400000 sec): 3 clusters
  Score: Raw -238302.435946 + Penalty 2577.550746 = -235724.885200
  nChanged 4
		SP:Iteration 34Q (64314.580000 sec): 3 clusters
  Score: Raw -238303.829095 + Penalty 2577.550746 = -235726.278349
  nChanged 4
		SP:Iteration 35Q (64314.750000 sec): 3 clusters
  Score: Raw -238305.332918 + Penalty 2577.550746 = -235727.782172
  nChanged 5
		SP:Iteration 36Q (64314.930000 sec): 3 clusters
  Score: Raw -238308.177704 + Penalty 2577.550746 = -235730.626957
  nChanged 7
		SP:Iteration 37Q (64315.100000 sec): 3 clusters
  Score: Raw -238312.741656 + Penalty 2577.550746 = -235735.190910
  nChanged 7
		SP:Iteration 38Q (64315.280000 sec): 3 clusters
  Score: Raw -238315.687730 + Penalty 2577.550746 = -235738.136984
  nChanged 5
		SP:Iteration 39Q (64315.460000 sec): 3 clusters
  Score: Raw -238317.473099 + Penalty 2577.550746 = -235739.922353
  nChanged 3
		SP:Iteration 40F (64315.630000 sec): 3 clusters
  Score: Raw -238318.183033 + Penalty 2577.550746 = -235740.632287
  nChanged 3
		SP:Iteration 41Q (64315.810000 sec): 3 clusters
  Score: Raw -238319.254032 + Penalty 2577.550746 = -235741.703286
  nChanged 3
		SP:Iteration 42Q (64315.980000 sec): 3 clusters
  Score: Raw -238320.859964 + Penalty 2577.550746 = -235743.309218
  nChanged 3
		SP:Iteration 43Q (64316.160000 sec): 3 clusters
  Score: Raw -238322.195702 + Penalty 2577.550746 = -235744.644956
  nChanged 2
		SP:Iteration 44Q (64316.340000 sec): 3 clusters
  Score: Raw -238322.658332 + Penalty 2577.550746 = -235745.107585
  nChanged 1
		SP:Iteration 45Q (64316.500000 sec): 3 clusters
  Score: Raw -238322.785764 + Penalty 2577.550746 = -235745.235017
  nChanged 0
		SP:Iteration 46F (64316.680000 sec): 3 clusters
  Score: Raw -238322.785764 + Penalty 2577.550746 = -235745.235017
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 73 (4895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64316.800000 sec): 2 clusters
  Score: Raw -376847.894906 + Penalty 1380.595053 = -375467.299853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64316.980000 sec): 3 clusters
  Score: Raw -374306.740046 + Penalty 2761.190105 = -371545.549941
  nChanged 1969
		SP:Iteration 1F (64317.150000 sec): 3 clusters
  Score: Raw -375520.714286 + Penalty 2761.190105 = -372759.524180
  nChanged 389
		SP:Iteration 2F (64317.330000 sec): 3 clusters
  Score: Raw -375806.991641 + Penalty 2761.190105 = -373045.801535
  nChanged 336
		SP:Iteration 3F (64317.500000 sec): 3 clusters
  Score: Raw -376051.704514 + Penalty 2761.190105 = -373290.514408
  nChanged 275
		SP:Iteration 4F (64317.680000 sec): 3 clusters
  Score: Raw -376248.876825 + Penalty 2761.190105 = -373487.686720
  nChanged 254
		SP:Iteration 5F (64317.860000 sec): 3 clusters
  Score: Raw -376420.724860 + Penalty 2761.190105 = -373659.534754
  nChanged 199
		SP:Iteration 6Q (64318.030000 sec): 3 clusters
  Score: Raw -376549.624134 + Penalty 2761.190105 = -373788.434029
  nChanged 175
		SP:Iteration 7Q (64318.250000 sec): 3 clusters
  Score: Raw -376674.119591 + Penalty 2761.190105 = -373912.929485
  nChanged 169
		SP:Iteration 8Q (64318.420000 sec): 3 clusters
  Score: Raw -376786.503794 + Penalty 2761.190105 = -374025.313689
  nChanged 135
		SP:Iteration 9Q (64318.600000 sec): 3 clusters
  Score: Raw -376868.120960 + Penalty 2761.190105 = -374106.930855
  nChanged 133
		SP:Iteration 10Q (64318.770000 sec): 3 clusters
  Score: Raw -376950.401527 + Penalty 2761.190105 = -374189.211422
  nChanged 104
		SP:Iteration 11Q (64318.950000 sec): 3 clusters
  Score: Raw -377011.471161 + Penalty 2761.190105 = -374250.281055
  nChanged 96
		SP:Iteration 12Q (64319.120000 sec): 3 clusters
  Score: Raw -377066.473744 + Penalty 2761.190105 = -374305.283638
  nChanged 76
		SP:Iteration 13Q (64319.300000 sec): 3 clusters
  Score: Raw -377112.351232 + Penalty 2761.190105 = -374351.161126
  nChanged 72
		SP:Iteration 14Q (64319.480000 sec): 3 clusters
  Score: Raw -377149.917619 + Penalty 2761.190105 = -374388.727514
  nChanged 58
		SP:Iteration 15Q (64319.650000 sec): 3 clusters
  Score: Raw -377177.600749 + Penalty 2761.190105 = -374416.410644
  nChanged 54
		SP:Iteration 16Q (64319.820000 sec): 3 clusters
  Score: Raw -377204.533236 + Penalty 2761.190105 = -374443.343131
  nChanged 50
		SP:Iteration 17Q (64320.000000 sec): 3 clusters
  Score: Raw -377231.682266 + Penalty 2761.190105 = -374470.492161
  nChanged 53
		SP:Iteration 18Q (64320.180000 sec): 3 clusters
  Score: Raw -377261.547444 + Penalty 2761.190105 = -374500.357339
  nChanged 56
		SP:Iteration 19Q (64320.350000 sec): 3 clusters
  Score: Raw -377298.876010 + Penalty 2761.190105 = -374537.685904
  nChanged 65
		SP:Iteration 20F (64320.530000 sec): 3 clusters
  Score: Raw -377342.255566 + Penalty 2761.190105 = -374581.065461
  nChanged 70
		SP:Iteration 21Q (64320.700000 sec): 3 clusters
  Score: Raw -377407.662453 + Penalty 2761.190105 = -374646.472348
  nChanged 64
		SP:Iteration 22Q (64320.880000 sec): 3 clusters
  Score: Raw -377485.733721 + Penalty 2761.190105 = -374724.543615
  nChanged 75
		SP:Iteration 23Q (64321.050000 sec): 3 clusters
  Score: Raw -377586.690706 + Penalty 2761.190105 = -374825.500601
  nChanged 68
		SP:Iteration 24Q (64321.230000 sec): 3 clusters
  Score: Raw -377658.132197 + Penalty 2761.190105 = -374896.942092
  nChanged 61
		SP:Iteration 25Q (64321.400000 sec): 3 clusters
  Score: Raw -377714.252328 + Penalty 2761.190105 = -374953.062222
  nChanged 50
		SP:Iteration 26Q (64321.580000 sec): 3 clusters
  Score: Raw -377744.092880 + Penalty 2761.190105 = -374982.902774
  nChanged 35
		SP:Iteration 27Q (64321.750000 sec): 3 clusters
  Score: Raw -377758.927533 + Penalty 2761.190105 = -374997.737428
  nChanged 20
		SP:Iteration 28Q (64321.930000 sec): 3 clusters
  Score: Raw -377769.493712 + Penalty 2761.190105 = -375008.303606
  nChanged 12
		SP:Iteration 29Q (64322.100000 sec): 3 clusters
  Score: Raw -377773.108837 + Penalty 2761.190105 = -375011.918732
  nChanged 5
		SP:Iteration 30Q (64322.280000 sec): 3 clusters
  Score: Raw -377774.039610 + Penalty 2761.190105 = -375012.849504
  nChanged 4
		SP:Iteration 31Q (64322.460000 sec): 3 clusters
  Score: Raw -377775.076432 + Penalty 2761.190105 = -375013.886326
  nChanged 2
		SP:Iteration 32Q (64322.630000 sec): 3 clusters
  Score: Raw -377775.966195 + Penalty 2761.190105 = -375014.776089
  nChanged 3
		SP:Iteration 33Q (64322.800000 sec): 3 clusters
  Score: Raw -377777.790691 + Penalty 2761.190105 = -375016.600586
  nChanged 5
		SP:Iteration 34Q (64322.980000 sec): 3 clusters
  Score: Raw -377781.475706 + Penalty 2761.190105 = -375020.285601
  nChanged 3
		SP:Iteration 35Q (64323.140000 sec): 3 clusters
  Score: Raw -377783.496687 + Penalty 2761.190105 = -375022.306582
  nChanged 5
		SP:Iteration 36Q (64323.320000 sec): 3 clusters
  Score: Raw -377786.234817 + Penalty 2761.190105 = -375025.044712
  nChanged 7
		SP:Iteration 37Q (64323.490000 sec): 3 clusters
  Score: Raw -377788.707126 + Penalty 2761.190105 = -375027.517020
  nChanged 3
		SP:Iteration 38Q (64323.670000 sec): 3 clusters
  Score: Raw -377789.357351 + Penalty 2761.190105 = -375028.167246
  nChanged 0
		SP:Iteration 39F (64323.840000 sec): 3 clusters
  Score: Raw -377789.357351 + Penalty 2761.190105 = -375028.167246
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 74 (7480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64323.970000 sec): 2 clusters
  Score: Raw -720141.526686 + Penalty 1449.498062 = -718692.028624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64324.170000 sec): 3 clusters
  Score: Raw -715998.759713 + Penalty 2898.996123 = -713099.763590
  nChanged 3172
		SP:Iteration 1F (64324.370000 sec): 3 clusters
  Score: Raw -717750.136466 + Penalty 2898.996123 = -714851.140343
  nChanged 581
		SP:Iteration 2F (64324.570000 sec): 3 clusters
  Score: Raw -718078.595187 + Penalty 2898.996123 = -715179.599064
  nChanged 483
		SP:Iteration 3F (64324.770000 sec): 3 clusters
  Score: Raw -718334.699789 + Penalty 2898.996123 = -715435.703665
  nChanged 407
		SP:Iteration 4F (64324.970000 sec): 3 clusters
  Score: Raw -718574.015662 + Penalty 2898.996123 = -715675.019539
  nChanged 379
		SP:Iteration 5F (64325.170000 sec): 3 clusters
  Score: Raw -718838.660496 + Penalty 2898.996123 = -715939.664373
  nChanged 407
		SP:Iteration 6F (64325.370000 sec): 3 clusters
  Score: Raw -719109.435883 + Penalty 2898.996123 = -716210.439760
  nChanged 403
		SP:Iteration 7F (64325.570000 sec): 3 clusters
  Score: Raw -719370.734683 + Penalty 2898.996123 = -716471.738560
  nChanged 372
		SP:Iteration 8Q (64325.770000 sec): 3 clusters
  Score: Raw -719585.849542 + Penalty 2898.996123 = -716686.853419
  nChanged 315
		SP:Iteration 9Q (64325.970000 sec): 3 clusters
  Score: Raw -719761.554550 + Penalty 2898.996123 = -716862.558427
  nChanged 272
		SP:Iteration 10Q (64326.170000 sec): 3 clusters
  Score: Raw -719900.469082 + Penalty 2898.996123 = -717001.472959
  nChanged 239
		SP:Iteration 11Q (64326.370000 sec): 3 clusters
  Score: Raw -720019.393878 + Penalty 2898.996123 = -717120.397755
  nChanged 205
		SP:Iteration 12Q (64326.570000 sec): 3 clusters
  Score: Raw -720131.328729 + Penalty 2898.996123 = -717232.332606
  nChanged 178
		SP:Iteration 13Q (64326.770000 sec): 3 clusters
  Score: Raw -720225.507436 + Penalty 2898.996123 = -717326.511313
  nChanged 174
		SP:Iteration 14Q (64326.970000 sec): 3 clusters
  Score: Raw -720310.241148 + Penalty 2898.996123 = -717411.245025
  nChanged 150
		SP:Iteration 15Q (64327.170000 sec): 3 clusters
  Score: Raw -720391.814528 + Penalty 2898.996123 = -717492.818405
  nChanged 140
		SP:Iteration 16Q (64327.370000 sec): 3 clusters
  Score: Raw -720470.958421 + Penalty 2898.996123 = -717571.962298
  nChanged 136
		SP:Iteration 17Q (64327.570000 sec): 3 clusters
  Score: Raw -720548.620232 + Penalty 2898.996123 = -717649.624109
  nChanged 152
		SP:Iteration 18Q (64327.770000 sec): 3 clusters
  Score: Raw -720631.427558 + Penalty 2898.996123 = -717732.431435
  nChanged 142
		SP:Iteration 19Q (64327.970000 sec): 3 clusters
  Score: Raw -720715.234438 + Penalty 2898.996123 = -717816.238315
  nChanged 145
		SP:Iteration 20F (64328.150000 sec): 3 clusters
  Score: Raw -720825.654092 + Penalty 2898.996123 = -717926.657969
  nChanged 152
		SP:Iteration 21Q (64328.360000 sec): 3 clusters
  Score: Raw -720936.317276 + Penalty 2898.996123 = -718037.321152
  nChanged 138
		SP:Iteration 22Q (64328.560000 sec): 3 clusters
  Score: Raw -721022.138767 + Penalty 2898.996123 = -718123.142644
  nChanged 140
		SP:Iteration 23Q (64328.760000 sec): 3 clusters
  Score: Raw -721100.922536 + Penalty 2898.996123 = -718201.926413
  nChanged 125
		SP:Iteration 24Q (64328.960000 sec): 3 clusters
  Score: Raw -721154.079138 + Penalty 2898.996123 = -718255.083015
  nChanged 103
		SP:Iteration 25Q (64329.160000 sec): 3 clusters
  Score: Raw -721194.727768 + Penalty 2898.996123 = -718295.731645
  nChanged 70
		SP:Iteration 26Q (64329.360000 sec): 3 clusters
  Score: Raw -721219.079809 + Penalty 2898.996123 = -718320.083686
  nChanged 52
		SP:Iteration 27Q (64329.560000 sec): 3 clusters
  Score: Raw -721234.619910 + Penalty 2898.996123 = -718335.623787
  nChanged 41
		SP:Iteration 28Q (64329.770000 sec): 3 clusters
  Score: Raw -721247.082591 + Penalty 2898.996123 = -718348.086468
  nChanged 43
		SP:Iteration 29Q (64329.980000 sec): 3 clusters
  Score: Raw -721257.765362 + Penalty 2898.996123 = -718358.769239
  nChanged 27
		SP:Iteration 30Q (64330.190000 sec): 3 clusters
  Score: Raw -721263.725660 + Penalty 2898.996123 = -718364.729537
  nChanged 28
		SP:Iteration 31Q (64330.390000 sec): 3 clusters
  Score: Raw -721270.984853 + Penalty 2898.996123 = -718371.988730
  nChanged 26
		SP:Iteration 32Q (64330.590000 sec): 3 clusters
  Score: Raw -721276.708184 + Penalty 2898.996123 = -718377.712061
  nChanged 21
		SP:Iteration 33Q (64330.790000 sec): 3 clusters
  Score: Raw -721281.773787 + Penalty 2898.996123 = -718382.777664
  nChanged 15
		SP:Iteration 34Q (64330.990000 sec): 3 clusters
  Score: Raw -721284.566955 + Penalty 2898.996123 = -718385.570832
  nChanged 16
		SP:Iteration 35Q (64331.190000 sec): 3 clusters
  Score: Raw -721288.044391 + Penalty 2898.996123 = -718389.048268
  nChanged 20
		SP:Iteration 36Q (64331.390000 sec): 3 clusters
  Score: Raw -721292.856927 + Penalty 2898.996123 = -718393.860804
  nChanged 20
		SP:Iteration 37Q (64331.590000 sec): 3 clusters
  Score: Raw -721297.173460 + Penalty 2898.996123 = -718398.177337
  nChanged 17
		SP:Iteration 38Q (64331.780000 sec): 3 clusters
  Score: Raw -721300.883619 + Penalty 2898.996123 = -718401.887495
  nChanged 13
		SP:Iteration 39Q (64331.980000 sec): 3 clusters
  Score: Raw -721304.068772 + Penalty 2898.996123 = -718405.072649
  nChanged 11
		SP:Iteration 40F (64332.190000 sec): 3 clusters
  Score: Raw -721305.688638 + Penalty 2898.996123 = -718406.692515
  nChanged 4
		SP:Iteration 41Q (64332.380000 sec): 3 clusters
  Score: Raw -721306.236028 + Penalty 2898.996123 = -718407.239905
  nChanged 7
		SP:Iteration 42Q (64332.580000 sec): 3 clusters
  Score: Raw -721307.878272 + Penalty 2898.996123 = -718408.882149
  nChanged 4
		SP:Iteration 43Q (64332.780000 sec): 3 clusters
  Score: Raw -721308.951398 + Penalty 2898.996123 = -718409.955274
  nChanged 4
		SP:Iteration 44Q (64332.980000 sec): 3 clusters
  Score: Raw -721310.073734 + Penalty 2898.996123 = -718411.077610
  nChanged 2
		SP:Iteration 45Q (64333.180000 sec): 3 clusters
  Score: Raw -721310.616321 + Penalty 2898.996123 = -718411.620198
  nChanged 2
		SP:Iteration 46Q (64333.340000 sec): 3 clusters
  Score: Raw -721311.087223 + Penalty 2898.996123 = -718412.091100
  nChanged 3
		SP:Iteration 47Q (64333.460000 sec): 3 clusters
  Score: Raw -721311.756675 + Penalty 2898.996123 = -718412.760552
  nChanged 3
		SP:Iteration 48Q (64333.570000 sec): 3 clusters
  Score: Raw -721312.208586 + Penalty 2898.996123 = -718413.212463
  nChanged 1
		SP:Iteration 49Q (64333.680000 sec): 3 clusters
  Score: Raw -721312.365301 + Penalty 2898.996123 = -718413.369178
  nChanged 1
		SP:Iteration 50Q (64333.880000 sec): 3 clusters
  Score: Raw -721312.472940 + Penalty 2898.996123 = -718413.476817
  nChanged 1
		SP:Iteration 51Q (64334.080000 sec): 3 clusters
  Score: Raw -721312.674579 + Penalty 2898.996123 = -718413.678456
  nChanged 1
		SP:Iteration 52Q (64334.280000 sec): 3 clusters
  Score: Raw -721312.805451 + Penalty 2898.996123 = -718413.809328
  nChanged 2
		SP:Iteration 53Q (64334.480000 sec): 3 clusters
  Score: Raw -721313.038928 + Penalty 2898.996123 = -718414.042805
  nChanged 2
		SP:Iteration 54Q (64334.680000 sec): 3 clusters
  Score: Raw -721313.307485 + Penalty 2898.996123 = -718414.311362
  nChanged 1
		SP:Iteration 55Q (64334.880000 sec): 3 clusters
  Score: Raw -721313.607202 + Penalty 2898.996123 = -718414.611079
  nChanged 3
		SP:Iteration 56Q (64335.070000 sec): 3 clusters
  Score: Raw -721314.111758 + Penalty 2898.996123 = -718415.115635
  nChanged 1
		SP:Iteration 57Q (64335.270000 sec): 3 clusters
  Score: Raw -721314.279485 + Penalty 2898.996123 = -718415.283362
  nChanged 0
		SP:Iteration 58F (64335.470000 sec): 3 clusters
  Score: Raw -721314.279485 + Penalty 2898.996123 = -718415.283362
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 75 (3222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64335.560000 sec): 2 clusters
  Score: Raw -266672.877685 + Penalty 1312.635604 = -265360.242081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64335.740000 sec): 3 clusters
  Score: Raw -265153.934486 + Penalty 2625.271208 = -262528.663278
  nChanged 1250
		SP:Iteration 1F (64335.910000 sec): 3 clusters
  Score: Raw -266009.218636 + Penalty 2625.271208 = -263383.947427
  nChanged 323
		SP:Iteration 2F (64336.090000 sec): 3 clusters
  Score: Raw -266283.894748 + Penalty 2625.271208 = -263658.623540
  nChanged 230
		SP:Iteration 3F (64336.260000 sec): 3 clusters
  Score: Raw -266462.636563 + Penalty 2625.271208 = -263837.365355
  nChanged 164
		SP:Iteration 4F (64336.440000 sec): 3 clusters
  Score: Raw -266577.575916 + Penalty 2625.271208 = -263952.304707
  nChanged 126
		SP:Iteration 5Q (64336.610000 sec): 3 clusters
  Score: Raw -266668.290772 + Penalty 2625.271208 = -264043.019564
  nChanged 111
		SP:Iteration 6Q (64336.790000 sec): 3 clusters
  Score: Raw -266741.547066 + Penalty 2625.271208 = -264116.275858
  nChanged 74
		SP:Iteration 7Q (64336.970000 sec): 3 clusters
  Score: Raw -266785.020269 + Penalty 2625.271208 = -264159.749061
  nChanged 53
		SP:Iteration 8Q (64337.140000 sec): 3 clusters
  Score: Raw -266812.643195 + Penalty 2625.271208 = -264187.371987
  nChanged 42
		SP:Iteration 9Q (64337.320000 sec): 3 clusters
  Score: Raw -266831.394323 + Penalty 2625.271208 = -264206.123115
  nChanged 32
		SP:Iteration 10Q (64337.490000 sec): 3 clusters
  Score: Raw -266846.252017 + Penalty 2625.271208 = -264220.980809
  nChanged 29
		SP:Iteration 11Q (64337.670000 sec): 3 clusters
  Score: Raw -266859.181667 + Penalty 2625.271208 = -264233.910459
  nChanged 18
		SP:Iteration 12Q (64337.850000 sec): 3 clusters
  Score: Raw -266868.173760 + Penalty 2625.271208 = -264242.902552
  nChanged 20
		SP:Iteration 13Q (64338.020000 sec): 3 clusters
  Score: Raw -266876.745269 + Penalty 2625.271208 = -264251.474060
  nChanged 18
		SP:Iteration 14Q (64338.200000 sec): 3 clusters
  Score: Raw -266885.060203 + Penalty 2625.271208 = -264259.788995
  nChanged 20
		SP:Iteration 15Q (64338.370000 sec): 3 clusters
  Score: Raw -266895.765843 + Penalty 2625.271208 = -264270.494635
  nChanged 19
		SP:Iteration 16Q (64338.550000 sec): 3 clusters
  Score: Raw -266902.686479 + Penalty 2625.271208 = -264277.415271
  nChanged 12
		SP:Iteration 17Q (64338.730000 sec): 3 clusters
  Score: Raw -266907.786499 + Penalty 2625.271208 = -264282.515291
  nChanged 19
		SP:Iteration 18Q (64338.900000 sec): 3 clusters
  Score: Raw -266915.317496 + Penalty 2625.271208 = -264290.046288
  nChanged 10
		SP:Iteration 19Q (64339.080000 sec): 3 clusters
  Score: Raw -266920.471743 + Penalty 2625.271208 = -264295.200535
  nChanged 13
		SP:Iteration 20F (64339.250000 sec): 3 clusters
  Score: Raw -266926.290013 + Penalty 2625.271208 = -264301.018805
  nChanged 16
		SP:Iteration 21Q (64339.430000 sec): 3 clusters
  Score: Raw -266932.310535 + Penalty 2625.271208 = -264307.039327
  nChanged 16
		SP:Iteration 22Q (64339.610000 sec): 3 clusters
  Score: Raw -266938.907733 + Penalty 2625.271208 = -264313.636525
  nChanged 14
		SP:Iteration 23Q (64339.780000 sec): 3 clusters
  Score: Raw -266943.300481 + Penalty 2625.271208 = -264318.029272
  nChanged 8
		SP:Iteration 24Q (64339.960000 sec): 3 clusters
  Score: Raw -266946.645765 + Penalty 2625.271208 = -264321.374557
  nChanged 7
		SP:Iteration 25Q (64340.130000 sec): 3 clusters
  Score: Raw -266950.580464 + Penalty 2625.271208 = -264325.309256
  nChanged 5
		SP:Iteration 26Q (64340.310000 sec): 3 clusters
  Score: Raw -266952.579223 + Penalty 2625.271208 = -264327.308015
  nChanged 4
		SP:Iteration 27Q (64340.480000 sec): 3 clusters
  Score: Raw -266954.404428 + Penalty 2625.271208 = -264329.133220
  nChanged 7
		SP:Iteration 28Q (64340.660000 sec): 3 clusters
  Score: Raw -266957.300582 + Penalty 2625.271208 = -264332.029373
  nChanged 8
		SP:Iteration 29Q (64340.830000 sec): 3 clusters
  Score: Raw -266960.739862 + Penalty 2625.271208 = -264335.468654
  nChanged 10
		SP:Iteration 30Q (64341.010000 sec): 3 clusters
  Score: Raw -266966.392968 + Penalty 2625.271208 = -264341.121760
  nChanged 11
		SP:Iteration 31Q (64341.190000 sec): 3 clusters
  Score: Raw -266970.728102 + Penalty 2625.271208 = -264345.456893
  nChanged 9
		SP:Iteration 32Q (64341.360000 sec): 3 clusters
  Score: Raw -266973.334829 + Penalty 2625.271208 = -264348.063620
  nChanged 7
		SP:Iteration 33Q (64341.540000 sec): 3 clusters
  Score: Raw -266975.878688 + Penalty 2625.271208 = -264350.607480
  nChanged 5
		SP:Iteration 34Q (64341.710000 sec): 3 clusters
  Score: Raw -266976.995595 + Penalty 2625.271208 = -264351.724386
  nChanged 2
		SP:Iteration 35Q (64341.890000 sec): 3 clusters
  Score: Raw -266977.300197 + Penalty 2625.271208 = -264352.028989
  nChanged 2
		SP:Iteration 36Q (64342.070000 sec): 3 clusters
  Score: Raw -266978.101528 + Penalty 2625.271208 = -264352.830320
  nChanged 4
		SP:Iteration 37Q (64342.240000 sec): 3 clusters
  Score: Raw -266978.922210 + Penalty 2625.271208 = -264353.651002
  nChanged 2
		SP:Iteration 38Q (64342.420000 sec): 3 clusters
  Score: Raw -266979.747883 + Penalty 2625.271208 = -264354.476675
  nChanged 7
		SP:Iteration 39Q (64342.590000 sec): 3 clusters
  Score: Raw -266981.646319 + Penalty 2625.271208 = -264356.375110
  nChanged 4
		SP:Iteration 40F (64342.770000 sec): 3 clusters
  Score: Raw -266982.996706 + Penalty 2625.271208 = -264357.725498
  nChanged 4
		SP:Iteration 41Q (64342.950000 sec): 3 clusters
  Score: Raw -266984.291772 + Penalty 2625.271208 = -264359.020564
  nChanged 6
		SP:Iteration 42Q (64343.120000 sec): 3 clusters
  Score: Raw -266986.614651 + Penalty 2625.271208 = -264361.343443
  nChanged 5
		SP:Iteration 43Q (64343.300000 sec): 3 clusters
  Score: Raw -266988.340181 + Penalty 2625.271208 = -264363.068972
  nChanged 4
		SP:Iteration 44Q (64343.470000 sec): 3 clusters
  Score: Raw -266990.213133 + Penalty 2625.271208 = -264364.941924
  nChanged 3
		SP:Iteration 45Q (64343.650000 sec): 3 clusters
  Score: Raw -266991.855733 + Penalty 2625.271208 = -264366.584525
  nChanged 3
		SP:Iteration 46Q (64343.830000 sec): 3 clusters
  Score: Raw -266992.384619 + Penalty 2625.271208 = -264367.113411
  nChanged 1
		SP:Iteration 47Q (64344.000000 sec): 3 clusters
  Score: Raw -266992.844225 + Penalty 2625.271208 = -264367.573017
  nChanged 1
		SP:Iteration 48Q (64344.170000 sec): 3 clusters
  Score: Raw -266993.147949 + Penalty 2625.271208 = -264367.876741
  nChanged 1
		SP:Iteration 49Q (64344.350000 sec): 3 clusters
  Score: Raw -266993.362721 + Penalty 2625.271208 = -264368.091512
  nChanged 1
		SP:Iteration 50Q (64344.530000 sec): 3 clusters
  Score: Raw -266993.895715 + Penalty 2625.271208 = -264368.624507
  nChanged 3
		SP:Iteration 51Q (64344.700000 sec): 3 clusters
  Score: Raw -266995.177394 + Penalty 2625.271208 = -264369.906186
  nChanged 1
		SP:Iteration 52Q (64344.880000 sec): 3 clusters
  Score: Raw -266995.490723 + Penalty 2625.271208 = -264370.219515
  nChanged 2
		SP:Iteration 53Q (64345.050000 sec): 3 clusters
  Score: Raw -266996.148170 + Penalty 2625.271208 = -264370.876962
  nChanged 4
		SP:Iteration 54Q (64345.230000 sec): 3 clusters
  Score: Raw -266998.117023 + Penalty 2625.271208 = -264372.845815
  nChanged 3
		SP:Iteration 55Q (64345.410000 sec): 3 clusters
  Score: Raw -266998.787761 + Penalty 2625.271208 = -264373.516552
  nChanged 0
		SP:Iteration 56F (64345.580000 sec): 3 clusters
  Score: Raw -266998.787761 + Penalty 2625.271208 = -264373.516552
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 76 (2205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64345.690000 sec): 2 clusters
  Score: Raw -184329.584825 + Penalty 1251.003453 = -183078.581372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64345.730000 sec): 3 clusters
  Score: Raw -183416.661636 + Penalty 2502.006906 = -180914.654730
  nChanged 827
		SP:Iteration 1F (64345.780000 sec): 3 clusters
  Score: Raw -184151.932925 + Penalty 2502.006906 = -181649.926019
  nChanged 234
		SP:Iteration 2F (64345.830000 sec): 3 clusters
  Score: Raw -184409.953661 + Penalty 2502.006906 = -181907.946755
  nChanged 158
		SP:Iteration 3F (64345.870000 sec): 3 clusters
  Score: Raw -184567.179429 + Penalty 2502.006906 = -182065.172522
  nChanged 101
		SP:Iteration 4Q (64345.910000 sec): 3 clusters
  Score: Raw -184649.420494 + Penalty 2502.006906 = -182147.413588
  nChanged 62
		SP:Iteration 5Q (64345.950000 sec): 3 clusters
  Score: Raw -184697.405780 + Penalty 2502.006906 = -182195.398874
  nChanged 42
		SP:Iteration 6Q (64346.000000 sec): 3 clusters
  Score: Raw -184728.420073 + Penalty 2502.006906 = -182226.413167
  nChanged 32
		SP:Iteration 7Q (64346.040000 sec): 3 clusters
  Score: Raw -184746.367721 + Penalty 2502.006906 = -182244.360815
  nChanged 30
		SP:Iteration 8Q (64346.090000 sec): 3 clusters
  Score: Raw -184764.075307 + Penalty 2502.006906 = -182262.068401
  nChanged 20
		SP:Iteration 9Q (64346.130000 sec): 3 clusters
  Score: Raw -184774.759181 + Penalty 2502.006906 = -182272.752275
  nChanged 12
		SP:Iteration 10Q (64346.170000 sec): 3 clusters
  Score: Raw -184781.080744 + Penalty 2502.006906 = -182279.073838
  nChanged 11
		SP:Iteration 11Q (64346.220000 sec): 3 clusters
  Score: Raw -184787.541891 + Penalty 2502.006906 = -182285.534985
  nChanged 12
		SP:Iteration 12Q (64346.260000 sec): 3 clusters
  Score: Raw -184793.470980 + Penalty 2502.006906 = -182291.464074
  nChanged 14
		SP:Iteration 13Q (64346.300000 sec): 3 clusters
  Score: Raw -184804.565431 + Penalty 2502.006906 = -182302.558525
  nChanged 23
		SP:Iteration 14Q (64346.340000 sec): 3 clusters
  Score: Raw -184822.734121 + Penalty 2502.006906 = -182320.727215
  nChanged 26
		SP:Iteration 15Q (64346.480000 sec): 3 clusters
  Score: Raw -184840.017997 + Penalty 2502.006906 = -182338.011091
  nChanged 21
		SP:Iteration 16Q (64346.640000 sec): 3 clusters
  Score: Raw -184858.431927 + Penalty 2502.006906 = -182356.425021
  nChanged 22
		SP:Iteration 17Q (64346.820000 sec): 3 clusters
  Score: Raw -184877.670575 + Penalty 2502.006906 = -182375.663669
  nChanged 28
		SP:Iteration 18Q (64346.990000 sec): 3 clusters
  Score: Raw -184903.498483 + Penalty 2502.006906 = -182401.491577
  nChanged 23
		SP:Iteration 19Q (64347.170000 sec): 3 clusters
  Score: Raw -184914.891598 + Penalty 2502.006906 = -182412.884692
  nChanged 12
		SP:Iteration 20F (64347.340000 sec): 3 clusters
  Score: Raw -184921.394908 + Penalty 2502.006906 = -182419.388002
  nChanged 11
		SP:Iteration 21Q (64347.520000 sec): 3 clusters
  Score: Raw -184927.270747 + Penalty 2502.006906 = -182425.263841
  nChanged 3
		SP:Iteration 22Q (64347.700000 sec): 3 clusters
  Score: Raw -184927.938255 + Penalty 2502.006906 = -182425.931349
  nChanged 1
		SP:Iteration 23Q (64347.870000 sec): 3 clusters
  Score: Raw -184928.212028 + Penalty 2502.006906 = -182426.205122
  nChanged 1
		SP:Iteration 24Q (64348.050000 sec): 3 clusters
  Score: Raw -184928.678287 + Penalty 2502.006906 = -182426.671381
  nChanged 1
		SP:Iteration 25Q (64348.220000 sec): 3 clusters
  Score: Raw -184928.974445 + Penalty 2502.006906 = -182426.967539
  nChanged 0
		SP:Iteration 26F (64348.400000 sec): 3 clusters
  Score: Raw -184928.974445 + Penalty 2502.006906 = -182426.967539
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 77 (2137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64348.480000 sec): 2 clusters
  Score: Raw -177187.645697 + Penalty 1245.913216 = -175941.732480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64348.660000 sec): 3 clusters
  Score: Raw -176256.005462 + Penalty 2491.826433 = -173764.179029
  nChanged 766
		SP:Iteration 1F (64348.830000 sec): 3 clusters
  Score: Raw -176794.639333 + Penalty 2491.826433 = -174302.812900
  nChanged 181
		SP:Iteration 2F (64349.000000 sec): 3 clusters
  Score: Raw -176960.339339 + Penalty 2491.826433 = -174468.512906
  nChanged 125
		SP:Iteration 3F (64349.180000 sec): 3 clusters
  Score: Raw -177064.591998 + Penalty 2491.826433 = -174572.765565
  nChanged 82
		SP:Iteration 4Q (64349.360000 sec): 3 clusters
  Score: Raw -177127.746189 + Penalty 2491.826433 = -174635.919756
  nChanged 69
		SP:Iteration 5Q (64349.530000 sec): 3 clusters
  Score: Raw -177176.270336 + Penalty 2491.826433 = -174684.443903
  nChanged 76
		SP:Iteration 6Q (64349.710000 sec): 3 clusters
  Score: Raw -177227.013425 + Penalty 2491.826433 = -174735.186992
  nChanged 59
		SP:Iteration 7Q (64349.880000 sec): 3 clusters
  Score: Raw -177269.121646 + Penalty 2491.826433 = -174777.295213
  nChanged 42
		SP:Iteration 8Q (64350.060000 sec): 3 clusters
  Score: Raw -177300.558092 + Penalty 2491.826433 = -174808.731659
  nChanged 51
		SP:Iteration 9Q (64350.240000 sec): 3 clusters
  Score: Raw -177340.057159 + Penalty 2491.826433 = -174848.230726
  nChanged 43
		SP:Iteration 10Q (64350.410000 sec): 3 clusters
  Score: Raw -177366.966724 + Penalty 2491.826433 = -174875.140291
  nChanged 30
		SP:Iteration 11Q (64350.590000 sec): 3 clusters
  Score: Raw -177384.107766 + Penalty 2491.826433 = -174892.281333
  nChanged 24
		SP:Iteration 12Q (64350.760000 sec): 3 clusters
  Score: Raw -177400.118731 + Penalty 2491.826433 = -174908.292298
  nChanged 19
		SP:Iteration 13Q (64350.940000 sec): 3 clusters
  Score: Raw -177413.481055 + Penalty 2491.826433 = -174921.654622
  nChanged 21
		SP:Iteration 14Q (64351.120000 sec): 3 clusters
  Score: Raw -177425.691923 + Penalty 2491.826433 = -174933.865490
  nChanged 15
		SP:Iteration 15Q (64351.290000 sec): 3 clusters
  Score: Raw -177433.078618 + Penalty 2491.826433 = -174941.252185
  nChanged 14
		SP:Iteration 16Q (64351.470000 sec): 3 clusters
  Score: Raw -177441.704875 + Penalty 2491.826433 = -174949.878442
  nChanged 13
		SP:Iteration 17Q (64351.640000 sec): 3 clusters
  Score: Raw -177451.641334 + Penalty 2491.826433 = -174959.814901
  nChanged 19
		SP:Iteration 18Q (64351.820000 sec): 3 clusters
  Score: Raw -177466.130760 + Penalty 2491.826433 = -174974.304327
  nChanged 14
		SP:Iteration 19Q (64352.000000 sec): 3 clusters
  Score: Raw -177473.579450 + Penalty 2491.826433 = -174981.753017
  nChanged 13
		SP:Iteration 20F (64352.170000 sec): 3 clusters
  Score: Raw -177480.034962 + Penalty 2491.826433 = -174988.208529
  nChanged 8
		SP:Iteration 21Q (64352.350000 sec): 3 clusters
  Score: Raw -177483.047837 + Penalty 2491.826433 = -174991.221404
  nChanged 3
		SP:Iteration 22Q (64352.520000 sec): 3 clusters
  Score: Raw -177484.306285 + Penalty 2491.826433 = -174992.479852
  nChanged 2
		SP:Iteration 23Q (64352.700000 sec): 3 clusters
  Score: Raw -177484.749186 + Penalty 2491.826433 = -174992.922753
  nChanged 0
		SP:Iteration 24F (64352.880000 sec): 3 clusters
  Score: Raw -177484.749186 + Penalty 2491.826433 = -174992.922753
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 78 (5123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64352.990000 sec): 2 clusters
  Score: Raw -509103.375587 + Penalty 1387.993016 = -507715.382571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64353.170000 sec): 3 clusters
  Score: Raw -506470.063252 + Penalty 2775.986032 = -503694.077220
  nChanged 2041
		SP:Iteration 1F (64353.340000 sec): 3 clusters
  Score: Raw -507546.355157 + Penalty 2775.986032 = -504770.369125
  nChanged 325
		SP:Iteration 2F (64353.520000 sec): 3 clusters
  Score: Raw -507713.925068 + Penalty 2775.986032 = -504937.939036
  nChanged 269
		SP:Iteration 3F (64353.690000 sec): 3 clusters
  Score: Raw -507847.018528 + Penalty 2775.986032 = -505071.032496
  nChanged 202
		SP:Iteration 4Q (64353.870000 sec): 3 clusters
  Score: Raw -507932.512870 + Penalty 2775.986032 = -505156.526838
  nChanged 151
		SP:Iteration 5Q (64354.040000 sec): 3 clusters
  Score: Raw -507990.900179 + Penalty 2775.986032 = -505214.914147
  nChanged 121
		SP:Iteration 6Q (64354.220000 sec): 3 clusters
  Score: Raw -508038.543717 + Penalty 2775.986032 = -505262.557685
  nChanged 113
		SP:Iteration 7Q (64354.440000 sec): 3 clusters
  Score: Raw -508084.991239 + Penalty 2775.986032 = -505309.005207
  nChanged 110
		SP:Iteration 8Q (64354.610000 sec): 3 clusters
  Score: Raw -508131.266425 + Penalty 2775.986032 = -505355.280393
  nChanged 113
		SP:Iteration 9Q (64354.780000 sec): 3 clusters
  Score: Raw -508173.768081 + Penalty 2775.986032 = -505397.782049
  nChanged 105
		SP:Iteration 10Q (64354.960000 sec): 3 clusters
  Score: Raw -508215.103146 + Penalty 2775.986032 = -505439.117114
  nChanged 111
		SP:Iteration 11Q (64355.130000 sec): 3 clusters
  Score: Raw -508258.903575 + Penalty 2775.986032 = -505482.917543
  nChanged 114
		SP:Iteration 12Q (64355.310000 sec): 3 clusters
  Score: Raw -508308.310694 + Penalty 2775.986032 = -505532.324662
  nChanged 116
		SP:Iteration 13Q (64355.480000 sec): 3 clusters
  Score: Raw -508356.442045 + Penalty 2775.986032 = -505580.456013
  nChanged 125
		SP:Iteration 14Q (64355.660000 sec): 3 clusters
  Score: Raw -508413.755497 + Penalty 2775.986032 = -505637.769465
  nChanged 120
		SP:Iteration 15Q (64355.830000 sec): 3 clusters
  Score: Raw -508468.071634 + Penalty 2775.986032 = -505692.085602
  nChanged 127
		SP:Iteration 16Q (64356.000000 sec): 3 clusters
  Score: Raw -508531.725789 + Penalty 2775.986032 = -505755.739757
  nChanged 130
		SP:Iteration 17Q (64356.180000 sec): 3 clusters
  Score: Raw -508600.514163 + Penalty 2775.986032 = -505824.528130
  nChanged 127
		SP:Iteration 18Q (64356.360000 sec): 3 clusters
  Score: Raw -508677.782649 + Penalty 2775.986032 = -505901.796616
  nChanged 130
		SP:Iteration 19Q (64356.530000 sec): 3 clusters
  Score: Raw -508759.711355 + Penalty 2775.986032 = -505983.725322
  nChanged 126
		SP:Iteration 20F (64356.710000 sec): 3 clusters
  Score: Raw -508841.378772 + Penalty 2775.986032 = -506065.392740
  nChanged 111
		SP:Iteration 21Q (64356.800000 sec): 3 clusters
  Score: Raw -508917.085902 + Penalty 2775.986032 = -506141.099870
  nChanged 87
		SP:Iteration 22Q (64356.970000 sec): 3 clusters
  Score: Raw -508981.403253 + Penalty 2775.986032 = -506205.417220
  nChanged 67
		SP:Iteration 23Q (64357.150000 sec): 3 clusters
  Score: Raw -509041.180714 + Penalty 2775.986032 = -506265.194682
  nChanged 57
		SP:Iteration 24Q (64357.320000 sec): 3 clusters
  Score: Raw -509098.818375 + Penalty 2775.986032 = -506322.832343
  nChanged 44
		SP:Iteration 25Q (64357.500000 sec): 3 clusters
  Score: Raw -509137.135368 + Penalty 2775.986032 = -506361.149336
  nChanged 34
		SP:Iteration 26Q (64357.670000 sec): 3 clusters
  Score: Raw -509166.576000 + Penalty 2775.986032 = -506390.589968
  nChanged 23
		SP:Iteration 27Q (64357.850000 sec): 3 clusters
  Score: Raw -509187.360060 + Penalty 2775.986032 = -506411.374028
  nChanged 15
		SP:Iteration 28Q (64358.020000 sec): 3 clusters
  Score: Raw -509199.012117 + Penalty 2775.986032 = -506423.026085
  nChanged 13
		SP:Iteration 29Q (64358.200000 sec): 3 clusters
  Score: Raw -509214.843453 + Penalty 2775.986032 = -506438.857421
  nChanged 15
		SP:Iteration 30Q (64358.370000 sec): 3 clusters
  Score: Raw -509225.471565 + Penalty 2775.986032 = -506449.485533
  nChanged 8
		SP:Iteration 31Q (64358.460000 sec): 3 clusters
  Score: Raw -509231.761509 + Penalty 2775.986032 = -506455.775477
  nChanged 6
		SP:Iteration 32Q (64358.640000 sec): 3 clusters
  Score: Raw -509235.716502 + Penalty 2775.986032 = -506459.730470
  nChanged 4
		SP:Iteration 33Q (64358.810000 sec): 3 clusters
  Score: Raw -509239.509350 + Penalty 2775.986032 = -506463.523317
  nChanged 5
		SP:Iteration 34Q (64358.990000 sec): 3 clusters
  Score: Raw -509243.457702 + Penalty 2775.986032 = -506467.471670
  nChanged 2
		SP:Iteration 35Q (64359.160000 sec): 3 clusters
  Score: Raw -509244.882188 + Penalty 2775.986032 = -506468.896156
  nChanged 0
		SP:Iteration 36F (64359.340000 sec): 3 clusters
  Score: Raw -509244.882188 + Penalty 2775.986032 = -506468.896156
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 79 (2346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64359.400000 sec): 2 clusters
  Score: Raw -180140.325689 + Penalty 1261.075892 = -178879.249797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64359.580000 sec): 3 clusters
  Score: Raw -179075.261029 + Penalty 2522.151784 = -176553.109244
  nChanged 885
		SP:Iteration 1F (64359.750000 sec): 3 clusters
  Score: Raw -179664.488219 + Penalty 2522.151784 = -177142.336434
  nChanged 212
		SP:Iteration 2F (64359.920000 sec): 3 clusters
  Score: Raw -179841.152393 + Penalty 2522.151784 = -177319.000609
  nChanged 148
		SP:Iteration 3F (64360.100000 sec): 3 clusters
  Score: Raw -179965.303495 + Penalty 2522.151784 = -177443.151711
  nChanged 122
		SP:Iteration 4F (64360.280000 sec): 3 clusters
  Score: Raw -180051.299088 + Penalty 2522.151784 = -177529.147304
  nChanged 81
		SP:Iteration 5Q (64360.450000 sec): 3 clusters
  Score: Raw -180100.321140 + Penalty 2522.151784 = -177578.169355
  nChanged 64
		SP:Iteration 6Q (64360.630000 sec): 3 clusters
  Score: Raw -180145.158768 + Penalty 2522.151784 = -177623.006984
  nChanged 60
		SP:Iteration 7Q (64360.800000 sec): 3 clusters
  Score: Raw -180182.272481 + Penalty 2522.151784 = -177660.120697
  nChanged 46
		SP:Iteration 8Q (64360.980000 sec): 3 clusters
  Score: Raw -180211.280503 + Penalty 2522.151784 = -177689.128718
  nChanged 47
		SP:Iteration 9Q (64361.160000 sec): 3 clusters
  Score: Raw -180236.684366 + Penalty 2522.151784 = -177714.532581
  nChanged 20
		SP:Iteration 10Q (64361.330000 sec): 3 clusters
  Score: Raw -180248.467307 + Penalty 2522.151784 = -177726.315522
  nChanged 24
		SP:Iteration 11Q (64361.510000 sec): 3 clusters
  Score: Raw -180260.915588 + Penalty 2522.151784 = -177738.763803
  nChanged 19
		SP:Iteration 12Q (64361.680000 sec): 3 clusters
  Score: Raw -180269.467498 + Penalty 2522.151784 = -177747.315714
  nChanged 15
		SP:Iteration 13Q (64361.860000 sec): 3 clusters
  Score: Raw -180277.331234 + Penalty 2522.151784 = -177755.179450
  nChanged 10
		SP:Iteration 14Q (64362.040000 sec): 3 clusters
  Score: Raw -180283.258483 + Penalty 2522.151784 = -177761.106698
  nChanged 10
		SP:Iteration 15Q (64362.200000 sec): 3 clusters
  Score: Raw -180288.640546 + Penalty 2522.151784 = -177766.488761
  nChanged 9
		SP:Iteration 16Q (64362.380000 sec): 3 clusters
  Score: Raw -180291.936619 + Penalty 2522.151784 = -177769.784835
  nChanged 7
		SP:Iteration 17Q (64362.550000 sec): 3 clusters
  Score: Raw -180294.169702 + Penalty 2522.151784 = -177772.017917
  nChanged 4
		SP:Iteration 18Q (64362.730000 sec): 3 clusters
  Score: Raw -180295.868017 + Penalty 2522.151784 = -177773.716232
  nChanged 4
		SP:Iteration 19Q (64362.900000 sec): 3 clusters
  Score: Raw -180297.043732 + Penalty 2522.151784 = -177774.891947
  nChanged 4
		SP:Iteration 20F (64363.080000 sec): 3 clusters
  Score: Raw -180299.150682 + Penalty 2522.151784 = -177776.998898
  nChanged 4
		SP:Iteration 21Q (64363.250000 sec): 3 clusters
  Score: Raw -180300.340536 + Penalty 2522.151784 = -177778.188751
  nChanged 2
		SP:Iteration 22Q (64363.430000 sec): 3 clusters
  Score: Raw -180301.244383 + Penalty 2522.151784 = -177779.092598
  nChanged 1
		SP:Iteration 23Q (64363.600000 sec): 3 clusters
  Score: Raw -180301.364528 + Penalty 2522.151784 = -177779.212744
  nChanged 0
		SP:Iteration 24F (64363.780000 sec): 3 clusters
  Score: Raw -180301.364528 + Penalty 2522.151784 = -177779.212744
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 80 (4596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64363.860000 sec): 2 clusters
  Score: Raw -329482.194181 + Penalty 1370.353016 = -328111.841165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64364.070000 sec): 3 clusters
  Score: Raw -327125.800912 + Penalty 2740.706033 = -324385.094879
  nChanged 1856
		SP:Iteration 1F (64364.150000 sec): 3 clusters
  Score: Raw -328386.716470 + Penalty 2740.706033 = -325646.010437
  nChanged 429
		SP:Iteration 2F (64364.240000 sec): 3 clusters
  Score: Raw -328736.513802 + Penalty 2740.706033 = -325995.807769
  nChanged 350
		SP:Iteration 3F (64364.330000 sec): 3 clusters
  Score: Raw -329036.459708 + Penalty 2740.706033 = -326295.753676
  nChanged 293
		SP:Iteration 4F (64364.420000 sec): 3 clusters
  Score: Raw -329273.406426 + Penalty 2740.706033 = -326532.700393
  nChanged 220
		SP:Iteration 5Q (64364.500000 sec): 3 clusters
  Score: Raw -329447.361907 + Penalty 2740.706033 = -326706.655874
  nChanged 180
		SP:Iteration 6Q (64364.590000 sec): 3 clusters
  Score: Raw -329577.417810 + Penalty 2740.706033 = -326836.711778
  nChanged 148
		SP:Iteration 7Q (64364.680000 sec): 3 clusters
  Score: Raw -329669.820316 + Penalty 2740.706033 = -326929.114284
  nChanged 134
		SP:Iteration 8Q (64364.760000 sec): 3 clusters
  Score: Raw -329741.888781 + Penalty 2740.706033 = -327001.182749
  nChanged 95
		SP:Iteration 9Q (64364.850000 sec): 3 clusters
  Score: Raw -329795.767561 + Penalty 2740.706033 = -327055.061528
  nChanged 82
		SP:Iteration 10Q (64364.930000 sec): 3 clusters
  Score: Raw -329843.090636 + Penalty 2740.706033 = -327102.384604
  nChanged 68
		SP:Iteration 11Q (64365.020000 sec): 3 clusters
  Score: Raw -329872.547975 + Penalty 2740.706033 = -327131.841942
  nChanged 62
		SP:Iteration 12Q (64365.100000 sec): 3 clusters
  Score: Raw -329901.105708 + Penalty 2740.706033 = -327160.399675
  nChanged 53
		SP:Iteration 13Q (64365.190000 sec): 3 clusters
  Score: Raw -329922.476989 + Penalty 2740.706033 = -327181.770956
  nChanged 58
		SP:Iteration 14Q (64365.280000 sec): 3 clusters
  Score: Raw -329945.722529 + Penalty 2740.706033 = -327205.016496
  nChanged 49
		SP:Iteration 15Q (64365.360000 sec): 3 clusters
  Score: Raw -329962.105072 + Penalty 2740.706033 = -327221.399040
  nChanged 40
		SP:Iteration 16Q (64365.450000 sec): 3 clusters
  Score: Raw -329974.111707 + Penalty 2740.706033 = -327233.405674
  nChanged 27
		SP:Iteration 17Q (64365.530000 sec): 3 clusters
  Score: Raw -329981.219080 + Penalty 2740.706033 = -327240.513047
  nChanged 24
		SP:Iteration 18Q (64365.620000 sec): 3 clusters
  Score: Raw -329988.490884 + Penalty 2740.706033 = -327247.784851
  nChanged 23
		SP:Iteration 19Q (64365.780000 sec): 3 clusters
  Score: Raw -329995.272419 + Penalty 2740.706033 = -327254.566386
  nChanged 20
		SP:Iteration 20F (64365.960000 sec): 3 clusters
  Score: Raw -329999.831221 + Penalty 2740.706033 = -327259.125188
  nChanged 14
		SP:Iteration 21Q (64366.130000 sec): 3 clusters
  Score: Raw -330002.824367 + Penalty 2740.706033 = -327262.118334
  nChanged 13
		SP:Iteration 22Q (64366.310000 sec): 3 clusters
  Score: Raw -330005.207587 + Penalty 2740.706033 = -327264.501554
  nChanged 5
		SP:Iteration 23Q (64366.480000 sec): 3 clusters
  Score: Raw -330006.214844 + Penalty 2740.706033 = -327265.508811
  nChanged 7
		SP:Iteration 24Q (64366.660000 sec): 3 clusters
  Score: Raw -330007.761485 + Penalty 2740.706033 = -327267.055452
  nChanged 8
		SP:Iteration 25Q (64366.840000 sec): 3 clusters
  Score: Raw -330010.802388 + Penalty 2740.706033 = -327270.096355
  nChanged 14
		SP:Iteration 26Q (64366.920000 sec): 3 clusters
  Score: Raw -330014.187427 + Penalty 2740.706033 = -327273.481395
  nChanged 13
		SP:Iteration 27Q (64367.000000 sec): 3 clusters
  Score: Raw -330017.026570 + Penalty 2740.706033 = -327276.320538
  nChanged 7
		SP:Iteration 28Q (64367.100000 sec): 3 clusters
  Score: Raw -330018.157286 + Penalty 2740.706033 = -327277.451253
  nChanged 3
		SP:Iteration 29Q (64367.180000 sec): 3 clusters
  Score: Raw -330018.613776 + Penalty 2740.706033 = -327277.907743
  nChanged 2
		SP:Iteration 30Q (64367.280000 sec): 3 clusters
  Score: Raw -330019.172730 + Penalty 2740.706033 = -327278.466697
  nChanged 1
		SP:Iteration 31Q (64367.360000 sec): 3 clusters
  Score: Raw -330019.253390 + Penalty 2740.706033 = -327278.547357
  nChanged 1
		SP:Iteration 32Q (64367.450000 sec): 3 clusters
  Score: Raw -330019.396970 + Penalty 2740.706033 = -327278.690938
  nChanged 2
		SP:Iteration 33Q (64367.540000 sec): 3 clusters
  Score: Raw -330019.658788 + Penalty 2740.706033 = -327278.952755
  nChanged 1
		SP:Iteration 34Q (64367.630000 sec): 3 clusters
  Score: Raw -330020.066416 + Penalty 2740.706033 = -327279.360383
  nChanged 2
		SP:Iteration 35Q (64367.720000 sec): 3 clusters
  Score: Raw -330020.716922 + Penalty 2740.706033 = -327280.010889
  nChanged 1
		SP:Iteration 36Q (64367.810000 sec): 3 clusters
  Score: Raw -330020.890523 + Penalty 2740.706033 = -327280.184491
  nChanged 0
		SP:Iteration 37F (64367.900000 sec): 3 clusters
  Score: Raw -330020.890523 + Penalty 2740.706033 = -327280.184491
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 81 (4685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64367.990000 sec): 2 clusters
  Score: Raw -398511.735112 + Penalty 1373.469694 = -397138.265418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64368.160000 sec): 3 clusters
  Score: Raw -396154.535376 + Penalty 2746.939388 = -393407.595988
  nChanged 1923
		SP:Iteration 1F (64368.340000 sec): 3 clusters
  Score: Raw -397665.704052 + Penalty 2746.939388 = -394918.764664
  nChanged 532
		SP:Iteration 2F (64368.510000 sec): 3 clusters
  Score: Raw -398351.570988 + Penalty 2746.939388 = -395604.631600
  nChanged 436
		SP:Iteration 3F (64368.690000 sec): 3 clusters
  Score: Raw -398880.924005 + Penalty 2746.939388 = -396133.984617
  nChanged 334
		SP:Iteration 4F (64368.870000 sec): 3 clusters
  Score: Raw -399176.859097 + Penalty 2746.939388 = -396429.919708
  nChanged 212
		SP:Iteration 5Q (64369.040000 sec): 3 clusters
  Score: Raw -399354.805723 + Penalty 2746.939388 = -396607.866335
  nChanged 148
		SP:Iteration 6Q (64369.210000 sec): 3 clusters
  Score: Raw -399455.681527 + Penalty 2746.939388 = -396708.742139
  nChanged 115
		SP:Iteration 7Q (64369.370000 sec): 3 clusters
  Score: Raw -399525.869438 + Penalty 2746.939388 = -396778.930050
  nChanged 82
		SP:Iteration 8Q (64369.450000 sec): 3 clusters
  Score: Raw -399574.800042 + Penalty 2746.939388 = -396827.860654
  nChanged 67
		SP:Iteration 9Q (64369.550000 sec): 3 clusters
  Score: Raw -399609.842019 + Penalty 2746.939388 = -396862.902630
  nChanged 52
		SP:Iteration 10Q (64369.640000 sec): 3 clusters
  Score: Raw -399634.071676 + Penalty 2746.939388 = -396887.132287
  nChanged 51
		SP:Iteration 11Q (64369.730000 sec): 3 clusters
  Score: Raw -399652.357870 + Penalty 2746.939388 = -396905.418482
  nChanged 20
		SP:Iteration 12Q (64369.830000 sec): 3 clusters
  Score: Raw -399657.451054 + Penalty 2746.939388 = -396910.511665
  nChanged 12
		SP:Iteration 13Q (64369.920000 sec): 3 clusters
  Score: Raw -399660.579403 + Penalty 2746.939388 = -396913.640015
  nChanged 6
		SP:Iteration 14Q (64370.010000 sec): 3 clusters
  Score: Raw -399661.861660 + Penalty 2746.939388 = -396914.922272
  nChanged 1
		SP:Iteration 15Q (64370.170000 sec): 3 clusters
  Score: Raw -399662.133255 + Penalty 2746.939388 = -396915.193866
  nChanged 2
		SP:Iteration 16Q (64370.270000 sec): 3 clusters
  Score: Raw -399662.753455 + Penalty 2746.939388 = -396915.814067
  nChanged 5
		SP:Iteration 17Q (64370.360000 sec): 3 clusters
  Score: Raw -399664.140251 + Penalty 2746.939388 = -396917.200863
  nChanged 4
		SP:Iteration 18Q (64370.450000 sec): 3 clusters
  Score: Raw -399665.534047 + Penalty 2746.939388 = -396918.594659
  nChanged 5
		SP:Iteration 19Q (64370.540000 sec): 3 clusters
  Score: Raw -399666.780936 + Penalty 2746.939388 = -396919.841548
  nChanged 2
		SP:Iteration 20F (64370.640000 sec): 3 clusters
  Score: Raw -399667.373728 + Penalty 2746.939388 = -396920.434340
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 82 (4299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64370.770000 sec): 2 clusters
  Score: Raw -387539.897806 + Penalty 1359.497379 = -386180.400427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64370.930000 sec): 3 clusters
  Score: Raw -385377.353653 + Penalty 2718.994758 = -382658.358895
  nChanged 1699
		SP:Iteration 1F (64371.150000 sec): 3 clusters
  Score: Raw -386423.563921 + Penalty 2718.994758 = -383704.569163
  nChanged 345
		SP:Iteration 2F (64371.300000 sec): 3 clusters
  Score: Raw -386664.399720 + Penalty 2718.994758 = -383945.404962
  nChanged 279
		SP:Iteration 3F (64371.460000 sec): 3 clusters
  Score: Raw -386848.077233 + Penalty 2718.994758 = -384129.082476
  nChanged 228
		SP:Iteration 4F (64371.550000 sec): 3 clusters
  Score: Raw -387023.118816 + Penalty 2718.994758 = -384304.124058
  nChanged 222
		SP:Iteration 5F (64371.630000 sec): 3 clusters
  Score: Raw -387179.640414 + Penalty 2718.994758 = -384460.645656
  nChanged 183
		SP:Iteration 6Q (64371.710000 sec): 3 clusters
  Score: Raw -387307.909435 + Penalty 2718.994758 = -384588.914677
  nChanged 134
		SP:Iteration 7Q (64371.790000 sec): 3 clusters
  Score: Raw -387381.294159 + Penalty 2718.994758 = -384662.299401
  nChanged 108
		SP:Iteration 8Q (64371.870000 sec): 3 clusters
  Score: Raw -387429.528522 + Penalty 2718.994758 = -384710.533764
  nChanged 97
		SP:Iteration 9Q (64371.950000 sec): 3 clusters
  Score: Raw -387479.371242 + Penalty 2718.994758 = -384760.376484
  nChanged 92
		SP:Iteration 10Q (64372.040000 sec): 3 clusters
  Score: Raw -387527.858452 + Penalty 2718.994758 = -384808.863694
  nChanged 85
		SP:Iteration 11Q (64372.120000 sec): 3 clusters
  Score: Raw -387568.440831 + Penalty 2718.994758 = -384849.446073
  nChanged 65
		SP:Iteration 12Q (64372.200000 sec): 3 clusters
  Score: Raw -387595.165152 + Penalty 2718.994758 = -384876.170395
  nChanged 57
		SP:Iteration 13Q (64372.280000 sec): 3 clusters
  Score: Raw -387617.865364 + Penalty 2718.994758 = -384898.870606
  nChanged 48
		SP:Iteration 14Q (64372.370000 sec): 3 clusters
  Score: Raw -387638.645889 + Penalty 2718.994758 = -384919.651131
  nChanged 54
		SP:Iteration 15Q (64372.450000 sec): 3 clusters
  Score: Raw -387664.222393 + Penalty 2718.994758 = -384945.227635
  nChanged 42
		SP:Iteration 16Q (64372.530000 sec): 3 clusters
  Score: Raw -387685.295560 + Penalty 2718.994758 = -384966.300802
  nChanged 47
		SP:Iteration 17Q (64372.610000 sec): 3 clusters
  Score: Raw -387704.786304 + Penalty 2718.994758 = -384985.791546
  nChanged 41
		SP:Iteration 18Q (64372.690000 sec): 3 clusters
  Score: Raw -387721.492124 + Penalty 2718.994758 = -385002.497366
  nChanged 38
		SP:Iteration 19Q (64372.770000 sec): 3 clusters
  Score: Raw -387736.436274 + Penalty 2718.994758 = -385017.441517
  nChanged 36
		SP:Iteration 20F (64372.850000 sec): 3 clusters
  Score: Raw -387749.832689 + Penalty 2718.994758 = -385030.837931
  nChanged 30
		SP:Iteration 21Q (64372.940000 sec): 3 clusters
  Score: Raw -387758.416576 + Penalty 2718.994758 = -385039.421818
  nChanged 22
		SP:Iteration 22Q (64373.020000 sec): 3 clusters
  Score: Raw -387766.299528 + Penalty 2718.994758 = -385047.304771
  nChanged 24
		SP:Iteration 23Q (64373.100000 sec): 3 clusters
  Score: Raw -387773.377417 + Penalty 2718.994758 = -385054.382659
  nChanged 18
		SP:Iteration 24Q (64373.270000 sec): 3 clusters
  Score: Raw -387778.615762 + Penalty 2718.994758 = -385059.621004
  nChanged 18
		SP:Iteration 25Q (64373.440000 sec): 3 clusters
  Score: Raw -387785.432156 + Penalty 2718.994758 = -385066.437398
  nChanged 22
		SP:Iteration 26Q (64373.620000 sec): 3 clusters
  Score: Raw -387792.316241 + Penalty 2718.994758 = -385073.321483
  nChanged 21
		SP:Iteration 27Q (64373.790000 sec): 3 clusters
  Score: Raw -387800.273424 + Penalty 2718.994758 = -385081.278666
  nChanged 17
		SP:Iteration 28Q (64373.970000 sec): 3 clusters
  Score: Raw -387805.689218 + Penalty 2718.994758 = -385086.694461
  nChanged 15
		SP:Iteration 29Q (64374.150000 sec): 3 clusters
  Score: Raw -387810.325558 + Penalty 2718.994758 = -385091.330800
  nChanged 12
		SP:Iteration 30Q (64374.320000 sec): 3 clusters
  Score: Raw -387815.663448 + Penalty 2718.994758 = -385096.668690
  nChanged 13
		SP:Iteration 31Q (64374.500000 sec): 3 clusters
  Score: Raw -387819.739923 + Penalty 2718.994758 = -385100.745165
  nChanged 16
		SP:Iteration 32Q (64374.670000 sec): 3 clusters
  Score: Raw -387823.695742 + Penalty 2718.994758 = -385104.700984
  nChanged 9
		SP:Iteration 33Q (64374.850000 sec): 3 clusters
  Score: Raw -387826.229189 + Penalty 2718.994758 = -385107.234431
  nChanged 14
		SP:Iteration 34Q (64375.030000 sec): 3 clusters
  Score: Raw -387831.489168 + Penalty 2718.994758 = -385112.494410
  nChanged 13
		SP:Iteration 35Q (64375.200000 sec): 3 clusters
  Score: Raw -387836.429513 + Penalty 2718.994758 = -385117.434755
  nChanged 15
		SP:Iteration 36Q (64375.380000 sec): 3 clusters
  Score: Raw -387841.584815 + Penalty 2718.994758 = -385122.590057
  nChanged 15
		SP:Iteration 37Q (64375.450000 sec): 3 clusters
  Score: Raw -387847.365631 + Penalty 2718.994758 = -385128.370873
  nChanged 18
		SP:Iteration 38Q (64375.540000 sec): 3 clusters
  Score: Raw -387852.780448 + Penalty 2718.994758 = -385133.785690
  nChanged 20
		SP:Iteration 39Q (64375.630000 sec): 3 clusters
  Score: Raw -387858.399697 + Penalty 2718.994758 = -385139.404940
  nChanged 22
		SP:Iteration 40F (64375.710000 sec): 3 clusters
  Score: Raw -387866.504908 + Penalty 2718.994758 = -385147.510151
  nChanged 17
		SP:Iteration 41Q (64375.790000 sec): 3 clusters
  Score: Raw -387872.145827 + Penalty 2718.994758 = -385153.151069
  nChanged 11
		SP:Iteration 42Q (64375.880000 sec): 3 clusters
  Score: Raw -387875.986633 + Penalty 2718.994758 = -385156.991875
  nChanged 11
		SP:Iteration 43Q (64375.960000 sec): 3 clusters
  Score: Raw -387878.786971 + Penalty 2718.994758 = -385159.792213
  nChanged 16
		SP:Iteration 44Q (64376.050000 sec): 3 clusters
  Score: Raw -387884.602447 + Penalty 2718.994758 = -385165.607689
  nChanged 14
		SP:Iteration 45Q (64376.130000 sec): 3 clusters
  Score: Raw -387889.233351 + Penalty 2718.994758 = -385170.238593
  nChanged 11
		SP:Iteration 46Q (64376.210000 sec): 3 clusters
  Score: Raw -387892.089580 + Penalty 2718.994758 = -385173.094822
  nChanged 7
		SP:Iteration 47Q (64376.300000 sec): 3 clusters
  Score: Raw -387894.231691 + Penalty 2718.994758 = -385175.236933
  nChanged 13
		SP:Iteration 48Q (64376.470000 sec): 3 clusters
  Score: Raw -387897.592789 + Penalty 2718.994758 = -385178.598031
  nChanged 11
		SP:Iteration 49Q (64376.560000 sec): 3 clusters
  Score: Raw -387902.019893 + Penalty 2718.994758 = -385183.025135
  nChanged 12
		SP:Iteration 50Q (64376.640000 sec): 3 clusters
  Score: Raw -387906.847361 + Penalty 2718.994758 = -385187.852603
  nChanged 13
		SP:Iteration 51Q (64376.730000 sec): 3 clusters
  Score: Raw -387911.973959 + Penalty 2718.994758 = -385192.979201
  nChanged 12
		SP:Iteration 52Q (64376.810000 sec): 3 clusters
  Score: Raw -387916.982879 + Penalty 2718.994758 = -385197.988121
  nChanged 11
		SP:Iteration 53Q (64376.890000 sec): 3 clusters
  Score: Raw -387921.038154 + Penalty 2718.994758 = -385202.043397
  nChanged 10
		SP:Iteration 54Q (64376.980000 sec): 3 clusters
  Score: Raw -387924.941082 + Penalty 2718.994758 = -385205.946325
  nChanged 10
		SP:Iteration 55Q (64377.160000 sec): 3 clusters
  Score: Raw -387928.176741 + Penalty 2718.994758 = -385209.181983
  nChanged 8
		SP:Iteration 56Q (64377.330000 sec): 3 clusters
  Score: Raw -387931.365032 + Penalty 2718.994758 = -385212.370274
  nChanged 7
		SP:Iteration 57Q (64377.510000 sec): 3 clusters
  Score: Raw -387933.598354 + Penalty 2718.994758 = -385214.603596
  nChanged 6
		SP:Iteration 58Q (64377.690000 sec): 3 clusters
  Score: Raw -387935.218266 + Penalty 2718.994758 = -385216.223508
  nChanged 3
		SP:Iteration 59Q (64377.860000 sec): 3 clusters
  Score: Raw -387935.945640 + Penalty 2718.994758 = -385216.950882
  nChanged 3
		SP:Iteration 60F (64378.040000 sec): 3 clusters
  Score: Raw -387936.898885 + Penalty 2718.994758 = -385217.904127
  nChanged 2
		SP:Iteration 61Q (64378.220000 sec): 3 clusters
  Score: Raw -387937.709536 + Penalty 2718.994758 = -385218.714778
  nChanged 4
		SP:Iteration 62Q (64378.350000 sec): 3 clusters
  Score: Raw -387939.961176 + Penalty 2718.994758 = -385220.966418
  nChanged 5
		SP:Iteration 63Q (64378.520000 sec): 3 clusters
  Score: Raw -387942.333945 + Penalty 2718.994758 = -385223.339187
  nChanged 5
		SP:Iteration 64Q (64378.700000 sec): 3 clusters
  Score: Raw -387943.867349 + Penalty 2718.994758 = -385224.872591
  nChanged 5
		SP:Iteration 65Q (64378.880000 sec): 3 clusters
  Score: Raw -387945.837475 + Penalty 2718.994758 = -385226.842717
  nChanged 4
		SP:Iteration 66Q (64379.050000 sec): 3 clusters
  Score: Raw -387946.655365 + Penalty 2718.994758 = -385227.660607
  nChanged 2
		SP:Iteration 67Q (64379.230000 sec): 3 clusters
  Score: Raw -387947.313786 + Penalty 2718.994758 = -385228.319028
  nChanged 1
		SP:Iteration 68Q (64379.400000 sec): 3 clusters
  Score: Raw -387947.524079 + Penalty 2718.994758 = -385228.529321
  nChanged 0
		SP:Iteration 69F (64379.580000 sec): 3 clusters
  Score: Raw -387947.524079 + Penalty 2718.994758 = -385228.529321
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 83 (4600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64379.700000 sec): 2 clusters
  Score: Raw -451370.621456 + Penalty 1370.494382 = -450000.127074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64379.800000 sec): 3 clusters
  Score: Raw -449066.269402 + Penalty 2740.988764 = -446325.280637
  nChanged 1848
		SP:Iteration 1F (64379.900000 sec): 3 clusters
  Score: Raw -450201.370016 + Penalty 2740.988764 = -447460.381252
  nChanged 425
		SP:Iteration 2F (64379.980000 sec): 3 clusters
  Score: Raw -450519.884401 + Penalty 2740.988764 = -447778.895637
  nChanged 359
		SP:Iteration 3F (64380.070000 sec): 3 clusters
  Score: Raw -450803.371237 + Penalty 2740.988764 = -448062.382472
  nChanged 317
		SP:Iteration 4F (64380.160000 sec): 3 clusters
  Score: Raw -451043.111195 + Penalty 2740.988764 = -448302.122431
  nChanged 251
		SP:Iteration 5F (64380.240000 sec): 3 clusters
  Score: Raw -451210.003683 + Penalty 2740.988764 = -448469.014919
  nChanged 177
		SP:Iteration 6Q (64380.330000 sec): 3 clusters
  Score: Raw -451316.469548 + Penalty 2740.988764 = -448575.480784
  nChanged 124
		SP:Iteration 7Q (64380.430000 sec): 3 clusters
  Score: Raw -451381.879346 + Penalty 2740.988764 = -448640.890581
  nChanged 93
		SP:Iteration 8Q (64380.520000 sec): 3 clusters
  Score: Raw -451420.849953 + Penalty 2740.988764 = -448679.861188
  nChanged 59
		SP:Iteration 9Q (64380.610000 sec): 3 clusters
  Score: Raw -451446.746142 + Penalty 2740.988764 = -448705.757378
  nChanged 51
		SP:Iteration 10Q (64380.700000 sec): 3 clusters
  Score: Raw -451466.350351 + Penalty 2740.988764 = -448725.361587
  nChanged 33
		SP:Iteration 11Q (64380.800000 sec): 3 clusters
  Score: Raw -451479.002369 + Penalty 2740.988764 = -448738.013604
  nChanged 26
		SP:Iteration 12Q (64380.890000 sec): 3 clusters
  Score: Raw -451490.384752 + Penalty 2740.988764 = -448749.395988
  nChanged 22
		SP:Iteration 13Q (64380.980000 sec): 3 clusters
  Score: Raw -451499.076251 + Penalty 2740.988764 = -448758.087486
  nChanged 25
		SP:Iteration 14Q (64381.080000 sec): 3 clusters
  Score: Raw -451508.127059 + Penalty 2740.988764 = -448767.138295
  nChanged 22
		SP:Iteration 15Q (64381.170000 sec): 3 clusters
  Score: Raw -451517.584028 + Penalty 2740.988764 = -448776.595264
  nChanged 22
		SP:Iteration 16Q (64381.260000 sec): 3 clusters
  Score: Raw -451524.782726 + Penalty 2740.988764 = -448783.793962
  nChanged 16
		SP:Iteration 17Q (64381.350000 sec): 3 clusters
  Score: Raw -451529.132376 + Penalty 2740.988764 = -448788.143612
  nChanged 9
		SP:Iteration 18Q (64381.440000 sec): 3 clusters
  Score: Raw -451531.123699 + Penalty 2740.988764 = -448790.134934
  nChanged 3
		SP:Iteration 19Q (64381.540000 sec): 3 clusters
  Score: Raw -451531.669699 + Penalty 2740.988764 = -448790.680935
  nChanged 1
		SP:Iteration 20F (64381.620000 sec): 3 clusters
  Score: Raw -451531.740639 + Penalty 2740.988764 = -448790.751875
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 84 (7588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64381.760000 sec): 2 clusters
  Score: Raw -715538.083030 + Penalty 1451.827541 = -714086.255489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64381.960000 sec): 3 clusters
  Score: Raw -711346.452609 + Penalty 2903.655083 = -708442.797526
  nChanged 3233
		SP:Iteration 1F (64382.160000 sec): 3 clusters
  Score: Raw -713124.621979 + Penalty 2903.655083 = -710220.966896
  nChanged 584
		SP:Iteration 2F (64382.360000 sec): 3 clusters
  Score: Raw -713461.099766 + Penalty 2903.655083 = -710557.444683
  nChanged 512
		SP:Iteration 3F (64382.560000 sec): 3 clusters
  Score: Raw -713727.865964 + Penalty 2903.655083 = -710824.210882
  nChanged 419
		SP:Iteration 4F (64382.760000 sec): 3 clusters
  Score: Raw -713945.486906 + Penalty 2903.655083 = -711041.831823
  nChanged 387
		SP:Iteration 5F (64382.960000 sec): 3 clusters
  Score: Raw -714155.663130 + Penalty 2903.655083 = -711252.008048
  nChanged 344
		SP:Iteration 6Q (64383.160000 sec): 3 clusters
  Score: Raw -714331.044680 + Penalty 2903.655083 = -711427.389597
  nChanged 294
		SP:Iteration 7Q (64383.360000 sec): 3 clusters
  Score: Raw -714473.895115 + Penalty 2903.655083 = -711570.240032
  nChanged 260
		SP:Iteration 8Q (64383.560000 sec): 3 clusters
  Score: Raw -714604.192349 + Penalty 2903.655083 = -711700.537267
  nChanged 235
		SP:Iteration 9Q (64383.760000 sec): 3 clusters
  Score: Raw -714720.512207 + Penalty 2903.655083 = -711816.857125
  nChanged 219
		SP:Iteration 10Q (64383.960000 sec): 3 clusters
  Score: Raw -714833.232094 + Penalty 2903.655083 = -711929.577011
  nChanged 213
		SP:Iteration 11Q (64384.150000 sec): 3 clusters
  Score: Raw -714956.609589 + Penalty 2903.655083 = -712052.954506
  nChanged 218
		SP:Iteration 12Q (64384.350000 sec): 3 clusters
  Score: Raw -715100.844225 + Penalty 2903.655083 = -712197.189142
  nChanged 188
		SP:Iteration 13Q (64384.550000 sec): 3 clusters
  Score: Raw -715247.670962 + Penalty 2903.655083 = -712344.015879
  nChanged 156
		SP:Iteration 14Q (64384.750000 sec): 3 clusters
  Score: Raw -715373.021807 + Penalty 2903.655083 = -712469.366724
  nChanged 130
		SP:Iteration 15Q (64384.950000 sec): 3 clusters
  Score: Raw -715476.220166 + Penalty 2903.655083 = -712572.565083
  nChanged 89
		SP:Iteration 16Q (64385.150000 sec): 3 clusters
  Score: Raw -715550.819233 + Penalty 2903.655083 = -712647.164150
  nChanged 67
		SP:Iteration 17Q (64385.350000 sec): 3 clusters
  Score: Raw -715605.243255 + Penalty 2903.655083 = -712701.588172
  nChanged 41
		SP:Iteration 18Q (64385.540000 sec): 3 clusters
  Score: Raw -715637.160332 + Penalty 2903.655083 = -712733.505249
  nChanged 32
		SP:Iteration 19Q (64385.740000 sec): 3 clusters
  Score: Raw -715666.952210 + Penalty 2903.655083 = -712763.297127
  nChanged 26
		SP:Iteration 20F (64385.940000 sec): 3 clusters
  Score: Raw -715691.558561 + Penalty 2903.655083 = -712787.903479
  nChanged 24
		SP:Iteration 21Q (64386.140000 sec): 3 clusters
  Score: Raw -715713.547700 + Penalty 2903.655083 = -712809.892617
  nChanged 20
		SP:Iteration 22Q (64386.350000 sec): 3 clusters
  Score: Raw -715730.156382 + Penalty 2903.655083 = -712826.501299
  nChanged 9
		SP:Iteration 23Q (64386.550000 sec): 3 clusters
  Score: Raw -715738.512522 + Penalty 2903.655083 = -712834.857440
  nChanged 11
		SP:Iteration 24Q (64386.740000 sec): 3 clusters
  Score: Raw -715747.053633 + Penalty 2903.655083 = -712843.398550
  nChanged 7
		SP:Iteration 25Q (64386.950000 sec): 3 clusters
  Score: Raw -715752.450139 + Penalty 2903.655083 = -712848.795056
  nChanged 3
		SP:Iteration 26Q (64387.150000 sec): 3 clusters
  Score: Raw -715754.376947 + Penalty 2903.655083 = -712850.721864
  nChanged 4
		SP:Iteration 27Q (64387.350000 sec): 3 clusters
  Score: Raw -715756.314794 + Penalty 2903.655083 = -712852.659711
  nChanged 1
		SP:Iteration 28Q (64387.540000 sec): 3 clusters
  Score: Raw -715757.960162 + Penalty 2903.655083 = -712854.305079
  nChanged 4
		SP:Iteration 29Q (64387.740000 sec): 3 clusters
  Score: Raw -715760.027929 + Penalty 2903.655083 = -712856.372846
  nChanged 2
		SP:Iteration 30Q (64387.940000 sec): 3 clusters
  Score: Raw -715760.604810 + Penalty 2903.655083 = -712856.949728
  nChanged 1
		SP:Iteration 31Q (64388.140000 sec): 3 clusters
  Score: Raw -715761.435305 + Penalty 2903.655083 = -712857.780223
  nChanged 1
		SP:Iteration 32Q (64388.340000 sec): 3 clusters
  Score: Raw -715762.694763 + Penalty 2903.655083 = -712859.039680
  nChanged 1
		SP:Iteration 33Q (64388.540000 sec): 3 clusters
  Score: Raw -715764.043716 + Penalty 2903.655083 = -712860.388634
  nChanged 1
		SP:Iteration 34Q (64388.650000 sec): 3 clusters
  Score: Raw -715764.996625 + Penalty 2903.655083 = -712861.341542
  nChanged 1
		SP:Iteration 35Q (64388.760000 sec): 3 clusters
  Score: Raw -715765.294702 + Penalty 2903.655083 = -712861.639619
  nChanged 0
		SP:Iteration 36F (64388.880000 sec): 3 clusters
  Score: Raw -715765.294702 + Penalty 2903.655083 = -712861.639619
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 85 (2908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64388.980000 sec): 2 clusters
  Score: Raw -226824.503103 + Penalty 1295.973386 = -225528.529717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64389.160000 sec): 3 clusters
  Score: Raw -225511.719716 + Penalty 2591.946773 = -222919.772944
  nChanged 1074
		SP:Iteration 1F (64389.340000 sec): 3 clusters
  Score: Raw -226220.743832 + Penalty 2591.946773 = -223628.797060
  nChanged 237
		SP:Iteration 2F (64389.510000 sec): 3 clusters
  Score: Raw -226408.260526 + Penalty 2591.946773 = -223816.313753
  nChanged 185
		SP:Iteration 3F (64389.690000 sec): 3 clusters
  Score: Raw -226535.301085 + Penalty 2591.946773 = -223943.354313
  nChanged 118
		SP:Iteration 4Q (64389.860000 sec): 3 clusters
  Score: Raw -226613.866133 + Penalty 2591.946773 = -224021.919361
  nChanged 99
		SP:Iteration 5Q (64390.040000 sec): 3 clusters
  Score: Raw -226679.978255 + Penalty 2591.946773 = -224088.031482
  nChanged 77
		SP:Iteration 6Q (64390.210000 sec): 3 clusters
  Score: Raw -226720.102260 + Penalty 2591.946773 = -224128.155488
  nChanged 59
		SP:Iteration 7Q (64390.390000 sec): 3 clusters
  Score: Raw -226756.389367 + Penalty 2591.946773 = -224164.442595
  nChanged 63
		SP:Iteration 8Q (64390.560000 sec): 3 clusters
  Score: Raw -226799.575240 + Penalty 2591.946773 = -224207.628467
  nChanged 67
		SP:Iteration 9Q (64390.740000 sec): 3 clusters
  Score: Raw -226837.475421 + Penalty 2591.946773 = -224245.528649
  nChanged 49
		SP:Iteration 10Q (64390.920000 sec): 3 clusters
  Score: Raw -226871.800612 + Penalty 2591.946773 = -224279.853840
  nChanged 48
		SP:Iteration 11Q (64391.090000 sec): 3 clusters
  Score: Raw -226906.286797 + Penalty 2591.946773 = -224314.340025
  nChanged 54
		SP:Iteration 12Q (64391.270000 sec): 3 clusters
  Score: Raw -226944.061353 + Penalty 2591.946773 = -224352.114580
  nChanged 60
		SP:Iteration 13Q (64391.440000 sec): 3 clusters
  Score: Raw -226985.860282 + Penalty 2591.946773 = -224393.913510
  nChanged 63
		SP:Iteration 14Q (64391.620000 sec): 3 clusters
  Score: Raw -227032.412575 + Penalty 2591.946773 = -224440.465802
  nChanged 63
		SP:Iteration 15Q (64391.800000 sec): 3 clusters
  Score: Raw -227077.202235 + Penalty 2591.946773 = -224485.255462
  nChanged 51
		SP:Iteration 16Q (64391.970000 sec): 3 clusters
  Score: Raw -227108.397108 + Penalty 2591.946773 = -224516.450335
  nChanged 39
		SP:Iteration 17Q (64392.150000 sec): 3 clusters
  Score: Raw -227133.360410 + Penalty 2591.946773 = -224541.413638
  nChanged 39
		SP:Iteration 18Q (64392.320000 sec): 3 clusters
  Score: Raw -227157.713270 + Penalty 2591.946773 = -224565.766497
  nChanged 31
		SP:Iteration 19Q (64392.500000 sec): 3 clusters
  Score: Raw -227179.053447 + Penalty 2591.946773 = -224587.106674
  nChanged 33
		SP:Iteration 20F (64392.680000 sec): 3 clusters
  Score: Raw -227205.309747 + Penalty 2591.946773 = -224613.362974
  nChanged 29
		SP:Iteration 21Q (64392.850000 sec): 3 clusters
  Score: Raw -227224.164125 + Penalty 2591.946773 = -224632.217352
  nChanged 29
		SP:Iteration 22Q (64393.030000 sec): 3 clusters
  Score: Raw -227238.062141 + Penalty 2591.946773 = -224646.115369
  nChanged 26
		SP:Iteration 23Q (64393.200000 sec): 3 clusters
  Score: Raw -227253.446963 + Penalty 2591.946773 = -224661.500191
  nChanged 27
		SP:Iteration 24Q (64393.380000 sec): 3 clusters
  Score: Raw -227267.366888 + Penalty 2591.946773 = -224675.420115
  nChanged 27
		SP:Iteration 25Q (64393.560000 sec): 3 clusters
  Score: Raw -227280.647576 + Penalty 2591.946773 = -224688.700803
  nChanged 19
		SP:Iteration 26Q (64393.730000 sec): 3 clusters
  Score: Raw -227292.257331 + Penalty 2591.946773 = -224700.310558
  nChanged 27
		SP:Iteration 27Q (64393.910000 sec): 3 clusters
  Score: Raw -227304.502350 + Penalty 2591.946773 = -224712.555577
  nChanged 16
		SP:Iteration 28Q (64394.080000 sec): 3 clusters
  Score: Raw -227314.013533 + Penalty 2591.946773 = -224722.066760
  nChanged 17
		SP:Iteration 29Q (64394.260000 sec): 3 clusters
  Score: Raw -227323.597164 + Penalty 2591.946773 = -224731.650391
  nChanged 14
		SP:Iteration 30Q (64394.440000 sec): 3 clusters
  Score: Raw -227330.601918 + Penalty 2591.946773 = -224738.655145
  nChanged 8
		SP:Iteration 31Q (64394.610000 sec): 3 clusters
  Score: Raw -227336.348260 + Penalty 2591.946773 = -224744.401487
  nChanged 12
		SP:Iteration 32Q (64394.780000 sec): 3 clusters
  Score: Raw -227341.986552 + Penalty 2591.946773 = -224750.039779
  nChanged 10
		SP:Iteration 33Q (64394.960000 sec): 3 clusters
  Score: Raw -227346.982000 + Penalty 2591.946773 = -224755.035228
  nChanged 7
		SP:Iteration 34Q (64395.140000 sec): 3 clusters
  Score: Raw -227349.494335 + Penalty 2591.946773 = -224757.547562
  nChanged 6
		SP:Iteration 35Q (64395.310000 sec): 3 clusters
  Score: Raw -227350.968940 + Penalty 2591.946773 = -224759.022167
  nChanged 7
		SP:Iteration 36Q (64395.490000 sec): 3 clusters
  Score: Raw -227355.019224 + Penalty 2591.946773 = -224763.072452
  nChanged 11
		SP:Iteration 37Q (64395.660000 sec): 3 clusters
  Score: Raw -227360.446478 + Penalty 2591.946773 = -224768.499705
  nChanged 8
		SP:Iteration 38Q (64395.840000 sec): 3 clusters
  Score: Raw -227363.431144 + Penalty 2591.946773 = -224771.484371
  nChanged 4
		SP:Iteration 39Q (64396.020000 sec): 3 clusters
  Score: Raw -227366.932851 + Penalty 2591.946773 = -224774.986078
  nChanged 9
		SP:Iteration 40F (64396.250000 sec): 3 clusters
  Score: Raw -227370.484750 + Penalty 2591.946773 = -224778.537977
  nChanged 5
		SP:Iteration 41Q (64396.360000 sec): 3 clusters
  Score: Raw -227372.703330 + Penalty 2591.946773 = -224780.756558
  nChanged 3
		SP:Iteration 42Q (64396.520000 sec): 3 clusters
  Score: Raw -227373.871363 + Penalty 2591.946773 = -224781.924590
  nChanged 2
		SP:Iteration 43Q (64396.680000 sec): 3 clusters
  Score: Raw -227374.592843 + Penalty 2591.946773 = -224782.646071
  nChanged 0
		SP:Iteration 44F (64396.840000 sec): 3 clusters
  Score: Raw -227374.592843 + Penalty 2591.946773 = -224782.646071
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 86 (555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64396.920000 sec): 2 clusters
  Score: Raw -35076.757484 + Penalty 1026.832318 = -34049.925166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64397.080000 sec): 3 clusters
  Score: Raw -35022.140858 + Penalty 2053.664637 = -32968.476221
  nChanged 146
		SP:Iteration 1F (64397.240000 sec): 3 clusters
  Score: Raw -35271.189812 + Penalty 2053.664637 = -33217.525175
  nChanged 53
		SP:Iteration 2F (64397.400000 sec): 3 clusters
  Score: Raw -35400.593703 + Penalty 2053.664637 = -33346.929066
  nChanged 29
		SP:Iteration 3F (64397.560000 sec): 3 clusters
  Score: Raw -35477.310057 + Penalty 2053.664637 = -33423.645420
  nChanged 15
		SP:Iteration 4Q (64397.720000 sec): 3 clusters
  Score: Raw -35518.319300 + Penalty 2053.664637 = -33464.654663
  nChanged 11
		SP:Iteration 5Q (64397.880000 sec): 3 clusters
  Score: Raw -35550.496495 + Penalty 2053.664637 = -33496.831858
  nChanged 6
		SP:Iteration 6Q (64398.040000 sec): 3 clusters
  Score: Raw -35561.132619 + Penalty 2053.664637 = -33507.467982
  nChanged 3
		SP:Iteration 7Q (64398.200000 sec): 3 clusters
  Score: Raw -35569.619024 + Penalty 2053.664637 = -33515.954387
  nChanged 4
		SP:Iteration 8Q (64398.360000 sec): 3 clusters
  Score: Raw -35579.181713 + Penalty 2053.664637 = -33525.517076
  nChanged 1
		SP:Iteration 9Q (64398.520000 sec): 3 clusters
  Score: Raw -35586.436918 + Penalty 2053.664637 = -33532.772281
  nChanged 2
		SP:Iteration 10Q (64398.680000 sec): 3 clusters
  Score: Raw -35589.269189 + Penalty 2053.664637 = -33535.604552
  nChanged 1
		SP:Iteration 11Q (64398.840000 sec): 3 clusters
  Score: Raw -35590.541731 + Penalty 2053.664637 = -33536.877094
  nChanged 0
		SP:Iteration 12F (64399.000000 sec): 3 clusters
  Score: Raw -35590.541731 + Penalty 2053.664637 = -33536.877094
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 87 (2169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64399.120000 sec): 2 clusters
  Score: Raw -173023.615999 + Penalty 1248.328496 = -171775.287504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64399.280000 sec): 3 clusters
  Score: Raw -172073.292628 + Penalty 2496.656991 = -169576.635637
  nChanged 773
		SP:Iteration 1F (64399.420000 sec): 3 clusters
  Score: Raw -172606.592848 + Penalty 2496.656991 = -170109.935857
  nChanged 174
		SP:Iteration 2F (64399.570000 sec): 3 clusters
  Score: Raw -172760.802571 + Penalty 2496.656991 = -170264.145580
  nChanged 122
		SP:Iteration 3F (64399.720000 sec): 3 clusters
  Score: Raw -172874.076012 + Penalty 2496.656991 = -170377.419021
  nChanged 116
		SP:Iteration 4F (64399.880000 sec): 3 clusters
  Score: Raw -172990.007818 + Penalty 2496.656991 = -170493.350827
  nChanged 104
		SP:Iteration 5Q (64400.040000 sec): 3 clusters
  Score: Raw -173073.478755 + Penalty 2496.656991 = -170576.821764
  nChanged 68
		SP:Iteration 6Q (64400.200000 sec): 3 clusters
  Score: Raw -173121.586393 + Penalty 2496.656991 = -170624.929402
  nChanged 63
		SP:Iteration 7Q (64400.360000 sec): 3 clusters
  Score: Raw -173171.739721 + Penalty 2496.656991 = -170675.082730
  nChanged 52
		SP:Iteration 8Q (64400.520000 sec): 3 clusters
  Score: Raw -173219.227133 + Penalty 2496.656991 = -170722.570142
  nChanged 50
		SP:Iteration 9Q (64400.680000 sec): 3 clusters
  Score: Raw -173259.575474 + Penalty 2496.656991 = -170762.918483
  nChanged 39
		SP:Iteration 10Q (64400.840000 sec): 3 clusters
  Score: Raw -173288.741882 + Penalty 2496.656991 = -170792.084891
  nChanged 35
		SP:Iteration 11Q (64401.000000 sec): 3 clusters
  Score: Raw -173311.253290 + Penalty 2496.656991 = -170814.596299
  nChanged 26
		SP:Iteration 12Q (64401.160000 sec): 3 clusters
  Score: Raw -173325.098887 + Penalty 2496.656991 = -170828.441896
  nChanged 22
		SP:Iteration 13Q (64401.320000 sec): 3 clusters
  Score: Raw -173340.399613 + Penalty 2496.656991 = -170843.742622
  nChanged 26
		SP:Iteration 14Q (64401.480000 sec): 3 clusters
  Score: Raw -173361.347073 + Penalty 2496.656991 = -170864.690082
  nChanged 23
		SP:Iteration 15Q (64401.640000 sec): 3 clusters
  Score: Raw -173376.184006 + Penalty 2496.656991 = -170879.527015
  nChanged 16
		SP:Iteration 16Q (64401.800000 sec): 3 clusters
  Score: Raw -173389.122754 + Penalty 2496.656991 = -170892.465763
  nChanged 15
		SP:Iteration 17Q (64401.960000 sec): 3 clusters
  Score: Raw -173397.122295 + Penalty 2496.656991 = -170900.465304
  nChanged 12
		SP:Iteration 18Q (64402.120000 sec): 3 clusters
  Score: Raw -173405.134725 + Penalty 2496.656991 = -170908.477734
  nChanged 13
		SP:Iteration 19Q (64402.280000 sec): 3 clusters
  Score: Raw -173410.284805 + Penalty 2496.656991 = -170913.627814
  nChanged 8
		SP:Iteration 20F (64402.440000 sec): 3 clusters
  Score: Raw -173413.325332 + Penalty 2496.656991 = -170916.668341
  nChanged 2
		SP:Iteration 21Q (64402.600000 sec): 3 clusters
  Score: Raw -173413.951952 + Penalty 2496.656991 = -170917.294961
  nChanged 1
		SP:Iteration 22Q (64402.760000 sec): 3 clusters
  Score: Raw -173414.356857 + Penalty 2496.656991 = -170917.699866
  nChanged 2
		SP:Iteration 23Q (64402.920000 sec): 3 clusters
  Score: Raw -173414.674298 + Penalty 2496.656991 = -170918.017307
  nChanged 1
		SP:Iteration 24Q (64403.080000 sec): 3 clusters
  Score: Raw -173414.871998 + Penalty 2496.656991 = -170918.215007
  nChanged 4
		SP:Iteration 25Q (64403.240000 sec): 3 clusters
  Score: Raw -173416.380083 + Penalty 2496.656991 = -170919.723092
  nChanged 4
		SP:Iteration 26Q (64403.400000 sec): 3 clusters
  Score: Raw -173419.523929 + Penalty 2496.656991 = -170922.866938
  nChanged 5
		SP:Iteration 27Q (64403.560000 sec): 3 clusters
  Score: Raw -173421.303498 + Penalty 2496.656991 = -170924.646507
  nChanged 3
		SP:Iteration 28Q (64403.720000 sec): 3 clusters
  Score: Raw -173423.053535 + Penalty 2496.656991 = -170926.396544
  nChanged 1
		SP:Iteration 29Q (64403.880000 sec): 3 clusters
  Score: Raw -173423.239715 + Penalty 2496.656991 = -170926.582724
  nChanged 0
		SP:Iteration 30F (64404.040000 sec): 3 clusters
  Score: Raw -173423.239715 + Penalty 2496.656991 = -170926.582724
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 88 (3335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64404.140000 sec): 2 clusters
  Score: Raw -265470.602853 + Penalty 1318.237043 = -264152.365809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64404.300000 sec): 3 clusters
  Score: Raw -263848.158975 + Penalty 2636.474086 = -261211.684888
  nChanged 1318
		SP:Iteration 1F (64404.460000 sec): 3 clusters
  Score: Raw -264808.605265 + Penalty 2636.474086 = -262172.131178
  nChanged 336
		SP:Iteration 2F (64404.620000 sec): 3 clusters
  Score: Raw -265146.790644 + Penalty 2636.474086 = -262510.316558
  nChanged 247
		SP:Iteration 3F (64404.780000 sec): 3 clusters
  Score: Raw -265348.532868 + Penalty 2636.474086 = -262712.058782
  nChanged 186
		SP:Iteration 4F (64404.940000 sec): 3 clusters
  Score: Raw -265486.157542 + Penalty 2636.474086 = -262849.683455
  nChanged 144
		SP:Iteration 5Q (64405.100000 sec): 3 clusters
  Score: Raw -265584.079119 + Penalty 2636.474086 = -262947.605032
  nChanged 118
		SP:Iteration 6Q (64405.260000 sec): 3 clusters
  Score: Raw -265657.764324 + Penalty 2636.474086 = -263021.290237
  nChanged 84
		SP:Iteration 7Q (64405.420000 sec): 3 clusters
  Score: Raw -265710.864385 + Penalty 2636.474086 = -263074.390299
  nChanged 72
		SP:Iteration 8Q (64405.580000 sec): 3 clusters
  Score: Raw -265744.413890 + Penalty 2636.474086 = -263107.939803
  nChanged 50
		SP:Iteration 9Q (64405.740000 sec): 3 clusters
  Score: Raw -265767.220490 + Penalty 2636.474086 = -263130.746403
  nChanged 44
		SP:Iteration 10Q (64405.900000 sec): 3 clusters
  Score: Raw -265786.127445 + Penalty 2636.474086 = -263149.653358
  nChanged 36
		SP:Iteration 11Q (64406.080000 sec): 3 clusters
  Score: Raw -265802.910267 + Penalty 2636.474086 = -263166.436180
  nChanged 43
		SP:Iteration 12Q (64406.260000 sec): 3 clusters
  Score: Raw -265823.125617 + Penalty 2636.474086 = -263186.651530
  nChanged 27
		SP:Iteration 13Q (64406.430000 sec): 3 clusters
  Score: Raw -265834.744095 + Penalty 2636.474086 = -263198.270008
  nChanged 27
		SP:Iteration 14Q (64406.610000 sec): 3 clusters
  Score: Raw -265844.505638 + Penalty 2636.474086 = -263208.031552
  nChanged 19
		SP:Iteration 15Q (64406.780000 sec): 3 clusters
  Score: Raw -265850.824729 + Penalty 2636.474086 = -263214.350642
  nChanged 15
		SP:Iteration 16Q (64406.920000 sec): 3 clusters
  Score: Raw -265855.344867 + Penalty 2636.474086 = -263218.870780
  nChanged 9
		SP:Iteration 17Q (64407.090000 sec): 3 clusters
  Score: Raw -265857.202427 + Penalty 2636.474086 = -263220.728341
  nChanged 7
		SP:Iteration 18Q (64407.270000 sec): 3 clusters
  Score: Raw -265860.303978 + Penalty 2636.474086 = -263223.829891
  nChanged 10
		SP:Iteration 19Q (64407.440000 sec): 3 clusters
  Score: Raw -265863.888509 + Penalty 2636.474086 = -263227.414423
  nChanged 7
		SP:Iteration 20F (64407.620000 sec): 3 clusters
  Score: Raw -265865.314519 + Penalty 2636.474086 = -263228.840433
  nChanged 6
		SP:Iteration 21Q (64407.800000 sec): 3 clusters
  Score: Raw -265866.704058 + Penalty 2636.474086 = -263230.229972
  nChanged 6
		SP:Iteration 22Q (64407.970000 sec): 3 clusters
  Score: Raw -265868.330896 + Penalty 2636.474086 = -263231.856810
  nChanged 5
		SP:Iteration 23Q (64408.150000 sec): 3 clusters
  Score: Raw -265869.990479 + Penalty 2636.474086 = -263233.516392
  nChanged 3
		SP:Iteration 24Q (64408.320000 sec): 3 clusters
  Score: Raw -265871.358912 + Penalty 2636.474086 = -263234.884826
  nChanged 2
		SP:Iteration 25Q (64408.500000 sec): 3 clusters
  Score: Raw -265871.689833 + Penalty 2636.474086 = -263235.215746
  nChanged 2
		SP:Iteration 26Q (64408.680000 sec): 3 clusters
  Score: Raw -265872.215782 + Penalty 2636.474086 = -263235.741696
  nChanged 1
		SP:Iteration 27Q (64408.850000 sec): 3 clusters
  Score: Raw -265872.484927 + Penalty 2636.474086 = -263236.010841
  nChanged 0
		SP:Iteration 28F (64409.030000 sec): 3 clusters
  Score: Raw -265872.484927 + Penalty 2636.474086 = -263236.010841
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 89 (5829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64409.120000 sec): 2 clusters
  Score: Raw -487158.313174 + Penalty 1408.972620 = -485749.340554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64409.340000 sec): 3 clusters
  Score: Raw -484040.556122 + Penalty 2817.945240 = -481222.610882
  nChanged 2413
		SP:Iteration 1F (64409.510000 sec): 3 clusters
  Score: Raw -485457.080834 + Penalty 2817.945240 = -482639.135594
  nChanged 496
		SP:Iteration 2F (64409.720000 sec): 3 clusters
  Score: Raw -485785.056491 + Penalty 2817.945240 = -482967.111251
  nChanged 398
		SP:Iteration 3F (64409.930000 sec): 3 clusters
  Score: Raw -486034.456660 + Penalty 2817.945240 = -483216.511421
  nChanged 323
		SP:Iteration 4F (64410.100000 sec): 3 clusters
  Score: Raw -486227.659034 + Penalty 2817.945240 = -483409.713794
  nChanged 293
		SP:Iteration 5F (64410.310000 sec): 3 clusters
  Score: Raw -486405.620766 + Penalty 2817.945240 = -483587.675526
  nChanged 245
		SP:Iteration 6Q (64410.480000 sec): 3 clusters
  Score: Raw -486572.647925 + Penalty 2817.945240 = -483754.702685
  nChanged 225
		SP:Iteration 7Q (64410.650000 sec): 3 clusters
  Score: Raw -486726.516656 + Penalty 2817.945240 = -483908.571416
  nChanged 202
		SP:Iteration 8Q (64410.820000 sec): 3 clusters
  Score: Raw -486818.456930 + Penalty 2817.945240 = -484000.511690
  nChanged 149
		SP:Iteration 9Q (64410.990000 sec): 3 clusters
  Score: Raw -486879.944245 + Penalty 2817.945240 = -484061.999005
  nChanged 122
		SP:Iteration 10Q (64411.160000 sec): 3 clusters
  Score: Raw -486926.762783 + Penalty 2817.945240 = -484108.817544
  nChanged 87
		SP:Iteration 11Q (64411.370000 sec): 3 clusters
  Score: Raw -486954.599959 + Penalty 2817.945240 = -484136.654719
  nChanged 75
		SP:Iteration 12Q (64411.540000 sec): 3 clusters
  Score: Raw -486982.071935 + Penalty 2817.945240 = -484164.126695
  nChanged 75
		SP:Iteration 13Q (64411.710000 sec): 3 clusters
  Score: Raw -487011.115708 + Penalty 2817.945240 = -484193.170468
  nChanged 62
		SP:Iteration 14Q (64411.870000 sec): 3 clusters
  Score: Raw -487033.599066 + Penalty 2817.945240 = -484215.653826
  nChanged 59
		SP:Iteration 15Q (64412.040000 sec): 3 clusters
  Score: Raw -487052.661719 + Penalty 2817.945240 = -484234.716479
  nChanged 59
		SP:Iteration 16Q (64412.210000 sec): 3 clusters
  Score: Raw -487067.740906 + Penalty 2817.945240 = -484249.795666
  nChanged 49
		SP:Iteration 17Q (64412.410000 sec): 3 clusters
  Score: Raw -487082.030464 + Penalty 2817.945240 = -484264.085224
  nChanged 41
		SP:Iteration 18Q (64412.590000 sec): 3 clusters
  Score: Raw -487097.162280 + Penalty 2817.945240 = -484279.217040
  nChanged 48
		SP:Iteration 19Q (64412.810000 sec): 3 clusters
  Score: Raw -487111.962950 + Penalty 2817.945240 = -484294.017710
  nChanged 30
		SP:Iteration 20F (64412.990000 sec): 3 clusters
  Score: Raw -487120.807989 + Penalty 2817.945240 = -484302.862749
  nChanged 35
		SP:Iteration 21Q (64413.130000 sec): 3 clusters
  Score: Raw -487129.461463 + Penalty 2817.945240 = -484311.516223
  nChanged 28
		SP:Iteration 22Q (64413.300000 sec): 3 clusters
  Score: Raw -487137.300166 + Penalty 2817.945240 = -484319.354927
  nChanged 24
		SP:Iteration 23Q (64413.470000 sec): 3 clusters
  Score: Raw -487143.622713 + Penalty 2817.945240 = -484325.677474
  nChanged 27
		SP:Iteration 24Q (64413.630000 sec): 3 clusters
  Score: Raw -487150.310735 + Penalty 2817.945240 = -484332.365496
  nChanged 29
		SP:Iteration 25Q (64413.850000 sec): 3 clusters
  Score: Raw -487158.356845 + Penalty 2817.945240 = -484340.411606
  nChanged 35
		SP:Iteration 26Q (64414.050000 sec): 3 clusters
  Score: Raw -487167.306347 + Penalty 2817.945240 = -484349.361107
  nChanged 33
		SP:Iteration 27Q (64414.230000 sec): 3 clusters
  Score: Raw -487174.798919 + Penalty 2817.945240 = -484356.853679
  nChanged 20
		SP:Iteration 28Q (64414.390000 sec): 3 clusters
  Score: Raw -487178.890339 + Penalty 2817.945240 = -484360.945099
  nChanged 18
		SP:Iteration 29Q (64414.560000 sec): 3 clusters
  Score: Raw -487183.406718 + Penalty 2817.945240 = -484365.461478
  nChanged 22
		SP:Iteration 30Q (64414.770000 sec): 3 clusters
  Score: Raw -487188.659341 + Penalty 2817.945240 = -484370.714102
  nChanged 21
		SP:Iteration 31Q (64414.940000 sec): 3 clusters
  Score: Raw -487191.974306 + Penalty 2817.945240 = -484374.029066
  nChanged 9
		SP:Iteration 32Q (64415.110000 sec): 3 clusters
  Score: Raw -487193.911600 + Penalty 2817.945240 = -484375.966360
  nChanged 11
		SP:Iteration 33Q (64415.280000 sec): 3 clusters
  Score: Raw -487196.620153 + Penalty 2817.945240 = -484378.674913
  nChanged 16
		SP:Iteration 34Q (64415.450000 sec): 3 clusters
  Score: Raw -487201.672307 + Penalty 2817.945240 = -484383.727067
  nChanged 27
		SP:Iteration 35Q (64415.610000 sec): 3 clusters
  Score: Raw -487209.488242 + Penalty 2817.945240 = -484391.543002
  nChanged 24
		SP:Iteration 36Q (64415.780000 sec): 3 clusters
  Score: Raw -487215.067304 + Penalty 2817.945240 = -484397.122064
  nChanged 28
		SP:Iteration 37Q (64415.950000 sec): 3 clusters
  Score: Raw -487221.518182 + Penalty 2817.945240 = -484403.572942
  nChanged 26
		SP:Iteration 38Q (64416.120000 sec): 3 clusters
  Score: Raw -487228.113815 + Penalty 2817.945240 = -484410.168575
  nChanged 26
		SP:Iteration 39Q (64416.300000 sec): 3 clusters
  Score: Raw -487234.782327 + Penalty 2817.945240 = -484416.837087
  nChanged 26
		SP:Iteration 40F (64416.450000 sec): 3 clusters
  Score: Raw -487240.673332 + Penalty 2817.945240 = -484422.728092
  nChanged 26
		SP:Iteration 41Q (64416.610000 sec): 3 clusters
  Score: Raw -487245.955770 + Penalty 2817.945240 = -484428.010530
  nChanged 20
		SP:Iteration 42Q (64416.770000 sec): 3 clusters
  Score: Raw -487250.770559 + Penalty 2817.945240 = -484432.825319
  nChanged 19
		SP:Iteration 43Q (64416.920000 sec): 3 clusters
  Score: Raw -487256.032983 + Penalty 2817.945240 = -484438.087743
  nChanged 19
		SP:Iteration 44Q (64417.070000 sec): 3 clusters
  Score: Raw -487261.362153 + Penalty 2817.945240 = -484443.416913
  nChanged 19
		SP:Iteration 45Q (64417.230000 sec): 3 clusters
  Score: Raw -487265.227889 + Penalty 2817.945240 = -484447.282649
  nChanged 14
		SP:Iteration 46Q (64417.380000 sec): 3 clusters
  Score: Raw -487267.601074 + Penalty 2817.945240 = -484449.655834
  nChanged 11
		SP:Iteration 47Q (64417.530000 sec): 3 clusters
  Score: Raw -487269.143075 + Penalty 2817.945240 = -484451.197835
  nChanged 12
		SP:Iteration 48Q (64417.730000 sec): 3 clusters
  Score: Raw -487271.457408 + Penalty 2817.945240 = -484453.512168
  nChanged 15
		SP:Iteration 49Q (64417.900000 sec): 3 clusters
  Score: Raw -487274.037456 + Penalty 2817.945240 = -484456.092216
  nChanged 13
		SP:Iteration 50Q (64418.070000 sec): 3 clusters
  Score: Raw -487276.206388 + Penalty 2817.945240 = -484458.261148
  nChanged 16
		SP:Iteration 51Q (64418.280000 sec): 3 clusters
  Score: Raw -487279.058172 + Penalty 2817.945240 = -484461.112933
  nChanged 11
		SP:Iteration 52Q (64418.450000 sec): 3 clusters
  Score: Raw -487281.128773 + Penalty 2817.945240 = -484463.183533
  nChanged 12
		SP:Iteration 53Q (64418.660000 sec): 3 clusters
  Score: Raw -487283.706798 + Penalty 2817.945240 = -484465.761558
  nChanged 17
		SP:Iteration 54Q (64418.830000 sec): 3 clusters
  Score: Raw -487286.995072 + Penalty 2817.945240 = -484469.049832
  nChanged 20
		SP:Iteration 55Q (64419.040000 sec): 3 clusters
  Score: Raw -487290.762410 + Penalty 2817.945240 = -484472.817170
  nChanged 11
		SP:Iteration 56Q (64419.210000 sec): 3 clusters
  Score: Raw -487293.255144 + Penalty 2817.945240 = -484475.309904
  nChanged 11
		SP:Iteration 57Q (64419.380000 sec): 3 clusters
  Score: Raw -487295.432938 + Penalty 2817.945240 = -484477.487698
  nChanged 10
		SP:Iteration 58Q (64419.550000 sec): 3 clusters
  Score: Raw -487296.875467 + Penalty 2817.945240 = -484478.930227
  nChanged 10
		SP:Iteration 59Q (64419.760000 sec): 3 clusters
  Score: Raw -487298.960995 + Penalty 2817.945240 = -484481.015755
  nChanged 14
		SP:Iteration 60F (64419.930000 sec): 3 clusters
  Score: Raw -487302.611038 + Penalty 2817.945240 = -484484.665798
  nChanged 13
		SP:Iteration 61Q (64420.090000 sec): 3 clusters
  Score: Raw -487305.975095 + Penalty 2817.945240 = -484488.029855
  nChanged 16
		SP:Iteration 62Q (64420.300000 sec): 3 clusters
  Score: Raw -487309.492048 + Penalty 2817.945240 = -484491.546808
  nChanged 11
		SP:Iteration 63Q (64420.510000 sec): 3 clusters
  Score: Raw -487312.095297 + Penalty 2817.945240 = -484494.150057
  nChanged 18
		SP:Iteration 64Q (64420.680000 sec): 3 clusters
  Score: Raw -487315.833218 + Penalty 2817.945240 = -484497.887978
  nChanged 20
		SP:Iteration 65Q (64420.850000 sec): 3 clusters
  Score: Raw -487320.461456 + Penalty 2817.945240 = -484502.516216
  nChanged 26
		SP:Iteration 66Q (64421.020000 sec): 3 clusters
  Score: Raw -487326.008824 + Penalty 2817.945240 = -484508.063584
  nChanged 23
		SP:Iteration 67Q (64421.190000 sec): 3 clusters
  Score: Raw -487331.068968 + Penalty 2817.945240 = -484513.123728
  nChanged 25
		SP:Iteration 68Q (64421.400000 sec): 3 clusters
  Score: Raw -487336.710511 + Penalty 2817.945240 = -484518.765271
  nChanged 24
		SP:Iteration 69Q (64421.610000 sec): 3 clusters
  Score: Raw -487343.667862 + Penalty 2817.945240 = -484525.722622
  nChanged 22
		SP:Iteration 70Q (64421.820000 sec): 3 clusters
  Score: Raw -487348.677286 + Penalty 2817.945240 = -484530.732046
  nChanged 17
		SP:Iteration 71Q (64421.950000 sec): 3 clusters
  Score: Raw -487351.496366 + Penalty 2817.945240 = -484533.551126
  nChanged 15
		SP:Iteration 72Q (64422.130000 sec): 3 clusters
  Score: Raw -487354.692274 + Penalty 2817.945240 = -484536.747034
  nChanged 13
		SP:Iteration 73Q (64422.300000 sec): 3 clusters
  Score: Raw -487357.651232 + Penalty 2817.945240 = -484539.705992
  nChanged 14
		SP:Iteration 74Q (64422.470000 sec): 3 clusters
  Score: Raw -487360.064534 + Penalty 2817.945240 = -484542.119294
  nChanged 7
		SP:Iteration 75Q (64422.670000 sec): 3 clusters
  Score: Raw -487361.188803 + Penalty 2817.945240 = -484543.243564
  nChanged 4
		SP:Iteration 76Q (64422.840000 sec): 3 clusters
  Score: Raw -487361.869675 + Penalty 2817.945240 = -484543.924435
  nChanged 2
		SP:Iteration 77Q (64423.010000 sec): 3 clusters
  Score: Raw -487362.212375 + Penalty 2817.945240 = -484544.267135
  nChanged 2
		SP:Iteration 78Q (64423.220000 sec): 3 clusters
  Score: Raw -487362.532735 + Penalty 2817.945240 = -484544.587495
  nChanged 0
		SP:Iteration 79F (64423.390000 sec): 3 clusters
  Score: Raw -487362.532735 + Penalty 2817.945240 = -484544.587495
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 90 (5149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64423.500000 sec): 2 clusters
  Score: Raw -435934.111952 + Penalty 1388.815643 = -434545.296310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64423.680000 sec): 3 clusters
  Score: Raw -433304.354743 + Penalty 2777.631285 = -430526.723458
  nChanged 2096
		SP:Iteration 1F (64423.850000 sec): 3 clusters
  Score: Raw -434658.350009 + Penalty 2777.631285 = -431880.718724
  nChanged 449
		SP:Iteration 2F (64424.030000 sec): 3 clusters
  Score: Raw -434985.511003 + Penalty 2777.631285 = -432207.879718
  nChanged 354
		SP:Iteration 3F (64424.200000 sec): 3 clusters
  Score: Raw -435271.230661 + Penalty 2777.631285 = -432493.599376
  nChanged 307
		SP:Iteration 4F (64424.370000 sec): 3 clusters
  Score: Raw -435512.540189 + Penalty 2777.631285 = -432734.908904
  nChanged 238
		SP:Iteration 5Q (64424.550000 sec): 3 clusters
  Score: Raw -435687.770943 + Penalty 2777.631285 = -432910.139658
  nChanged 205
		SP:Iteration 6Q (64424.720000 sec): 3 clusters
  Score: Raw -435816.271011 + Penalty 2777.631285 = -433038.639726
  nChanged 190
		SP:Iteration 7Q (64424.940000 sec): 3 clusters
  Score: Raw -435951.104191 + Penalty 2777.631285 = -433173.472906
  nChanged 197
		SP:Iteration 8Q (64425.110000 sec): 3 clusters
  Score: Raw -436094.573221 + Penalty 2777.631285 = -433316.941936
  nChanged 181
		SP:Iteration 9Q (64425.290000 sec): 3 clusters
  Score: Raw -436226.193238 + Penalty 2777.631285 = -433448.561953
  nChanged 142
		SP:Iteration 10Q (64425.460000 sec): 3 clusters
  Score: Raw -436328.211114 + Penalty 2777.631285 = -433550.579829
  nChanged 149
		SP:Iteration 11Q (64425.630000 sec): 3 clusters
  Score: Raw -436431.603021 + Penalty 2777.631285 = -433653.971736
  nChanged 131
		SP:Iteration 12Q (64425.810000 sec): 3 clusters
  Score: Raw -436501.040702 + Penalty 2777.631285 = -433723.409417
  nChanged 92
		SP:Iteration 13Q (64425.980000 sec): 3 clusters
  Score: Raw -436541.638609 + Penalty 2777.631285 = -433764.007324
  nChanged 69
		SP:Iteration 14Q (64426.150000 sec): 3 clusters
  Score: Raw -436563.414046 + Penalty 2777.631285 = -433785.782761
  nChanged 43
		SP:Iteration 15Q (64426.330000 sec): 3 clusters
  Score: Raw -436576.828020 + Penalty 2777.631285 = -433799.196735
  nChanged 40
		SP:Iteration 16Q (64426.500000 sec): 3 clusters
  Score: Raw -436589.040567 + Penalty 2777.631285 = -433811.409282
  nChanged 32
		SP:Iteration 17Q (64426.680000 sec): 3 clusters
  Score: Raw -436600.799242 + Penalty 2777.631285 = -433823.167957
  nChanged 28
		SP:Iteration 18Q (64426.850000 sec): 3 clusters
  Score: Raw -436609.688549 + Penalty 2777.631285 = -433832.057264
  nChanged 23
		SP:Iteration 19Q (64427.030000 sec): 3 clusters
  Score: Raw -436617.357259 + Penalty 2777.631285 = -433839.725974
  nChanged 23
		SP:Iteration 20F (64427.200000 sec): 3 clusters
  Score: Raw -436622.794933 + Penalty 2777.631285 = -433845.163648
  nChanged 23
		SP:Iteration 21Q (64427.380000 sec): 3 clusters
  Score: Raw -436629.054588 + Penalty 2777.631285 = -433851.423303
  nChanged 29
		SP:Iteration 22Q (64427.550000 sec): 3 clusters
  Score: Raw -436637.139810 + Penalty 2777.631285 = -433859.508525
  nChanged 23
		SP:Iteration 23Q (64427.720000 sec): 3 clusters
  Score: Raw -436643.990074 + Penalty 2777.631285 = -433866.358789
  nChanged 19
		SP:Iteration 24Q (64427.890000 sec): 3 clusters
  Score: Raw -436650.947240 + Penalty 2777.631285 = -433873.315955
  nChanged 22
		SP:Iteration 25Q (64428.070000 sec): 3 clusters
  Score: Raw -436657.859635 + Penalty 2777.631285 = -433880.228350
  nChanged 16
		SP:Iteration 26Q (64428.240000 sec): 3 clusters
  Score: Raw -436665.603667 + Penalty 2777.631285 = -433887.972382
  nChanged 21
		SP:Iteration 27Q (64428.410000 sec): 3 clusters
  Score: Raw -436671.734147 + Penalty 2777.631285 = -433894.102862
  nChanged 20
		SP:Iteration 28Q (64428.590000 sec): 3 clusters
  Score: Raw -436678.085982 + Penalty 2777.631285 = -433900.454697
  nChanged 19
		SP:Iteration 29Q (64428.760000 sec): 3 clusters
  Score: Raw -436685.584912 + Penalty 2777.631285 = -433907.953627
  nChanged 21
		SP:Iteration 30Q (64428.940000 sec): 3 clusters
  Score: Raw -436693.094812 + Penalty 2777.631285 = -433915.463527
  nChanged 18
		SP:Iteration 31Q (64429.110000 sec): 3 clusters
  Score: Raw -436700.134026 + Penalty 2777.631285 = -433922.502741
  nChanged 15
		SP:Iteration 32Q (64429.290000 sec): 3 clusters
  Score: Raw -436706.590320 + Penalty 2777.631285 = -433928.959035
  nChanged 13
		SP:Iteration 33Q (64429.460000 sec): 3 clusters
  Score: Raw -436710.523136 + Penalty 2777.631285 = -433932.891851
  nChanged 18
		SP:Iteration 34Q (64429.630000 sec): 3 clusters
  Score: Raw -436714.206503 + Penalty 2777.631285 = -433936.575218
  nChanged 8
		SP:Iteration 35Q (64429.810000 sec): 3 clusters
  Score: Raw -436715.860559 + Penalty 2777.631285 = -433938.229274
  nChanged 10
		SP:Iteration 36Q (64429.980000 sec): 3 clusters
  Score: Raw -436718.820142 + Penalty 2777.631285 = -433941.188857
  nChanged 12
		SP:Iteration 37Q (64430.150000 sec): 3 clusters
  Score: Raw -436722.215798 + Penalty 2777.631285 = -433944.584513
  nChanged 11
		SP:Iteration 38Q (64430.330000 sec): 3 clusters
  Score: Raw -436724.889763 + Penalty 2777.631285 = -433947.258478
  nChanged 12
		SP:Iteration 39Q (64430.500000 sec): 3 clusters
  Score: Raw -436727.138759 + Penalty 2777.631285 = -433949.507474
  nChanged 5
		SP:Iteration 40F (64430.680000 sec): 3 clusters
  Score: Raw -436728.148926 + Penalty 2777.631285 = -433950.517641
  nChanged 8
		SP:Iteration 41Q (64430.850000 sec): 3 clusters
  Score: Raw -436729.311935 + Penalty 2777.631285 = -433951.680650
  nChanged 4
		SP:Iteration 42Q (64431.030000 sec): 3 clusters
  Score: Raw -436730.556336 + Penalty 2777.631285 = -433952.925051
  nChanged 6
		SP:Iteration 43Q (64431.200000 sec): 3 clusters
  Score: Raw -436732.441854 + Penalty 2777.631285 = -433954.810569
  nChanged 6
		SP:Iteration 44Q (64431.370000 sec): 3 clusters
  Score: Raw -436733.951721 + Penalty 2777.631285 = -433956.320436
  nChanged 6
		SP:Iteration 45Q (64431.550000 sec): 3 clusters
  Score: Raw -436735.618253 + Penalty 2777.631285 = -433957.986968
  nChanged 6
		SP:Iteration 46Q (64431.720000 sec): 3 clusters
  Score: Raw -436737.415478 + Penalty 2777.631285 = -433959.784193
  nChanged 6
		SP:Iteration 47Q (64431.890000 sec): 3 clusters
  Score: Raw -436738.803335 + Penalty 2777.631285 = -433961.172050
  nChanged 5
		SP:Iteration 48Q (64432.070000 sec): 3 clusters
  Score: Raw -436739.908870 + Penalty 2777.631285 = -433962.277585
  nChanged 6
		SP:Iteration 49Q (64432.240000 sec): 3 clusters
  Score: Raw -436741.865425 + Penalty 2777.631285 = -433964.234140
  nChanged 8
		SP:Iteration 50Q (64432.420000 sec): 3 clusters
  Score: Raw -436743.319844 + Penalty 2777.631285 = -433965.688559
  nChanged 5
		SP:Iteration 51Q (64432.620000 sec): 3 clusters
  Score: Raw -436744.033266 + Penalty 2777.631285 = -433966.401981
  nChanged 1
		SP:Iteration 52Q (64432.740000 sec): 3 clusters
  Score: Raw -436744.164005 + Penalty 2777.631285 = -433966.532720
  nChanged 0
		SP:Iteration 53F (64432.900000 sec): 3 clusters
  Score: Raw -436744.164005 + Penalty 2777.631285 = -433966.532720
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 91 (3659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64432.990000 sec): 2 clusters
  Score: Raw -308776.766542 + Penalty 1333.303589 = -307443.462953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64433.150000 sec): 3 clusters
  Score: Raw -306969.895046 + Penalty 2666.607179 = -304303.287868
  nChanged 1484
		SP:Iteration 1F (64433.310000 sec): 3 clusters
  Score: Raw -307925.754314 + Penalty 2666.607179 = -305259.147135
  nChanged 356
		SP:Iteration 2F (64433.470000 sec): 3 clusters
  Score: Raw -308198.802770 + Penalty 2666.607179 = -305532.195591
  nChanged 272
		SP:Iteration 3F (64433.630000 sec): 3 clusters
  Score: Raw -308431.018026 + Penalty 2666.607179 = -305764.410847
  nChanged 222
		SP:Iteration 4F (64433.790000 sec): 3 clusters
  Score: Raw -308620.787166 + Penalty 2666.607179 = -305954.179987
  nChanged 183
		SP:Iteration 5F (64433.950000 sec): 3 clusters
  Score: Raw -308767.128255 + Penalty 2666.607179 = -306100.521076
  nChanged 125
		SP:Iteration 6Q (64434.110000 sec): 3 clusters
  Score: Raw -308857.211022 + Penalty 2666.607179 = -306190.603844
  nChanged 100
		SP:Iteration 7Q (64434.270000 sec): 3 clusters
  Score: Raw -308930.329355 + Penalty 2666.607179 = -306263.722177
  nChanged 89
		SP:Iteration 8Q (64434.430000 sec): 3 clusters
  Score: Raw -308986.222555 + Penalty 2666.607179 = -306319.615377
  nChanged 60
		SP:Iteration 9Q (64434.590000 sec): 3 clusters
  Score: Raw -309028.611423 + Penalty 2666.607179 = -306362.004244
  nChanged 60
		SP:Iteration 10Q (64434.750000 sec): 3 clusters
  Score: Raw -309063.934923 + Penalty 2666.607179 = -306397.327745
  nChanged 53
		SP:Iteration 11Q (64434.910000 sec): 3 clusters
  Score: Raw -309097.917157 + Penalty 2666.607179 = -306431.309978
  nChanged 45
		SP:Iteration 12Q (64435.070000 sec): 3 clusters
  Score: Raw -309137.256829 + Penalty 2666.607179 = -306470.649650
  nChanged 49
		SP:Iteration 13Q (64435.230000 sec): 3 clusters
  Score: Raw -309184.424940 + Penalty 2666.607179 = -306517.817761
  nChanged 58
		SP:Iteration 14Q (64435.390000 sec): 3 clusters
  Score: Raw -309235.304950 + Penalty 2666.607179 = -306568.697771
  nChanged 58
		SP:Iteration 15Q (64435.550000 sec): 3 clusters
  Score: Raw -309274.517429 + Penalty 2666.607179 = -306607.910250
  nChanged 46
		SP:Iteration 16Q (64435.710000 sec): 3 clusters
  Score: Raw -309304.111466 + Penalty 2666.607179 = -306637.504287
  nChanged 35
		SP:Iteration 17Q (64435.890000 sec): 3 clusters
  Score: Raw -309321.658279 + Penalty 2666.607179 = -306655.051100
  nChanged 34
		SP:Iteration 18Q (64436.060000 sec): 3 clusters
  Score: Raw -309339.660862 + Penalty 2666.607179 = -306673.053684
  nChanged 31
		SP:Iteration 19Q (64436.240000 sec): 3 clusters
  Score: Raw -309356.276786 + Penalty 2666.607179 = -306689.669608
  nChanged 23
		SP:Iteration 20F (64436.380000 sec): 3 clusters
  Score: Raw -309366.797897 + Penalty 2666.607179 = -306700.190718
  nChanged 20
		SP:Iteration 21Q (64436.460000 sec): 3 clusters
  Score: Raw -309373.149748 + Penalty 2666.607179 = -306706.542569
  nChanged 12
		SP:Iteration 22Q (64436.540000 sec): 3 clusters
  Score: Raw -309377.503527 + Penalty 2666.607179 = -306710.896349
  nChanged 7
		SP:Iteration 23Q (64436.610000 sec): 3 clusters
  Score: Raw -309379.359461 + Penalty 2666.607179 = -306712.752282
  nChanged 3
		SP:Iteration 24Q (64436.690000 sec): 3 clusters
  Score: Raw -309380.548725 + Penalty 2666.607179 = -306713.941546
  nChanged 5
		SP:Iteration 25Q (64436.770000 sec): 3 clusters
  Score: Raw -309382.956801 + Penalty 2666.607179 = -306716.349623
  nChanged 5
		SP:Iteration 26Q (64436.840000 sec): 3 clusters
  Score: Raw -309384.430377 + Penalty 2666.607179 = -306717.823199
  nChanged 2
		SP:Iteration 27Q (64436.920000 sec): 3 clusters
  Score: Raw -309385.109335 + Penalty 2666.607179 = -306718.502157
  nChanged 4
		SP:Iteration 28Q (64436.990000 sec): 3 clusters
  Score: Raw -309386.367640 + Penalty 2666.607179 = -306719.760462
  nChanged 5
		SP:Iteration 29Q (64437.060000 sec): 3 clusters
  Score: Raw -309389.008563 + Penalty 2666.607179 = -306722.401385
  nChanged 5
		SP:Iteration 30Q (64437.140000 sec): 3 clusters
  Score: Raw -309390.372817 + Penalty 2666.607179 = -306723.765639
  nChanged 3
		SP:Iteration 31Q (64437.210000 sec): 3 clusters
  Score: Raw -309391.481440 + Penalty 2666.607179 = -306724.874261
  nChanged 1
		SP:Iteration 32Q (64437.290000 sec): 3 clusters
  Score: Raw -309391.545287 + Penalty 2666.607179 = -306724.938109
  nChanged 0
		SP:Iteration 33F (64437.360000 sec): 3 clusters
  Score: Raw -309391.545287 + Penalty 2666.607179 = -306724.938109
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 92 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64437.470000 sec): 2 clusters
  Score: Raw -313756.109654 + Penalty 1311.725238 = -312444.384416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64437.650000 sec): 3 clusters
  Score: Raw -312261.415245 + Penalty 2623.450475 = -309637.964770
  nChanged 1207
		SP:Iteration 1F (64437.820000 sec): 3 clusters
  Score: Raw -313087.309021 + Penalty 2623.450475 = -310463.858546
  nChanged 304
		SP:Iteration 2F (64438.000000 sec): 3 clusters
  Score: Raw -313359.299314 + Penalty 2623.450475 = -310735.848839
  nChanged 240
		SP:Iteration 3F (64438.170000 sec): 3 clusters
  Score: Raw -313563.676585 + Penalty 2623.450475 = -310940.226110
  nChanged 167
		SP:Iteration 4F (64438.350000 sec): 3 clusters
  Score: Raw -313685.843758 + Penalty 2623.450475 = -311062.393283
  nChanged 124
		SP:Iteration 5Q (64438.520000 sec): 3 clusters
  Score: Raw -313766.377499 + Penalty 2623.450475 = -311142.927024
  nChanged 81
		SP:Iteration 6Q (64438.700000 sec): 3 clusters
  Score: Raw -313810.563741 + Penalty 2623.450475 = -311187.113266
  nChanged 51
		SP:Iteration 7Q (64438.880000 sec): 3 clusters
  Score: Raw -313833.436895 + Penalty 2623.450475 = -311209.986419
  nChanged 36
		SP:Iteration 8Q (64439.020000 sec): 3 clusters
  Score: Raw -313852.425619 + Penalty 2623.450475 = -311228.975144
  nChanged 25
		SP:Iteration 9Q (64439.090000 sec): 3 clusters
  Score: Raw -313867.737911 + Penalty 2623.450475 = -311244.287435
  nChanged 32
		SP:Iteration 10Q (64439.160000 sec): 3 clusters
  Score: Raw -313883.275716 + Penalty 2623.450475 = -311259.825241
  nChanged 22
		SP:Iteration 11Q (64439.220000 sec): 3 clusters
  Score: Raw -313892.915843 + Penalty 2623.450475 = -311269.465368
  nChanged 16
		SP:Iteration 12Q (64439.290000 sec): 3 clusters
  Score: Raw -313900.511494 + Penalty 2623.450475 = -311277.061019
  nChanged 18
		SP:Iteration 13Q (64439.360000 sec): 3 clusters
  Score: Raw -313908.710213 + Penalty 2623.450475 = -311285.259738
  nChanged 19
		SP:Iteration 14Q (64439.420000 sec): 3 clusters
  Score: Raw -313916.741604 + Penalty 2623.450475 = -311293.291128
  nChanged 18
		SP:Iteration 15Q (64439.490000 sec): 3 clusters
  Score: Raw -313924.074132 + Penalty 2623.450475 = -311300.623656
  nChanged 17
		SP:Iteration 16Q (64439.560000 sec): 3 clusters
  Score: Raw -313933.909733 + Penalty 2623.450475 = -311310.459257
  nChanged 19
		SP:Iteration 17Q (64439.620000 sec): 3 clusters
  Score: Raw -313946.340671 + Penalty 2623.450475 = -311322.890196
  nChanged 26
		SP:Iteration 18Q (64439.680000 sec): 3 clusters
  Score: Raw -313962.863887 + Penalty 2623.450475 = -311339.413412
  nChanged 26
		SP:Iteration 19Q (64439.750000 sec): 3 clusters
  Score: Raw -313978.064355 + Penalty 2623.450475 = -311354.613880
  nChanged 25
		SP:Iteration 20F (64439.820000 sec): 3 clusters
  Score: Raw -313996.539818 + Penalty 2623.450475 = -311373.089343
  nChanged 26
		SP:Iteration 21Q (64439.880000 sec): 3 clusters
  Score: Raw -314013.265861 + Penalty 2623.450475 = -311389.815386
  nChanged 24
		SP:Iteration 22Q (64439.950000 sec): 3 clusters
  Score: Raw -314026.807136 + Penalty 2623.450475 = -311403.356660
  nChanged 23
		SP:Iteration 23Q (64440.020000 sec): 3 clusters
  Score: Raw -314038.572896 + Penalty 2623.450475 = -311415.122421
  nChanged 23
		SP:Iteration 24Q (64440.080000 sec): 3 clusters
  Score: Raw -314049.737643 + Penalty 2623.450475 = -311426.287168
  nChanged 21
		SP:Iteration 25Q (64440.150000 sec): 3 clusters
  Score: Raw -314060.931520 + Penalty 2623.450475 = -311437.481045
  nChanged 20
		SP:Iteration 26Q (64440.210000 sec): 3 clusters
  Score: Raw -314070.576675 + Penalty 2623.450475 = -311447.126200
  nChanged 25
		SP:Iteration 27Q (64440.280000 sec): 3 clusters
  Score: Raw -314085.025516 + Penalty 2623.450475 = -311461.575041
  nChanged 27
		SP:Iteration 28Q (64440.340000 sec): 3 clusters
  Score: Raw -314098.981322 + Penalty 2623.450475 = -311475.530846
  nChanged 37
		SP:Iteration 29Q (64440.410000 sec): 3 clusters
  Score: Raw -314118.619814 + Penalty 2623.450475 = -311495.169338
  nChanged 36
		SP:Iteration 30Q (64440.480000 sec): 3 clusters
  Score: Raw -314140.441258 + Penalty 2623.450475 = -311516.990783
  nChanged 39
		SP:Iteration 31Q (64440.540000 sec): 3 clusters
  Score: Raw -314163.629393 + Penalty 2623.450475 = -311540.178918
  nChanged 37
		SP:Iteration 32Q (64440.610000 sec): 3 clusters
  Score: Raw -314185.065886 + Penalty 2623.450475 = -311561.615411
  nChanged 38
		SP:Iteration 33Q (64440.670000 sec): 3 clusters
  Score: Raw -314205.964320 + Penalty 2623.450475 = -311582.513845
  nChanged 27
		SP:Iteration 34Q (64440.740000 sec): 3 clusters
  Score: Raw -314219.484838 + Penalty 2623.450475 = -311596.034362
  nChanged 43
		SP:Iteration 35Q (64440.800000 sec): 3 clusters
  Score: Raw -314241.164023 + Penalty 2623.450475 = -311617.713548
  nChanged 44
		SP:Iteration 36Q (64440.870000 sec): 3 clusters
  Score: Raw -314263.929743 + Penalty 2623.450475 = -311640.479268
  nChanged 39
		SP:Iteration 37Q (64440.940000 sec): 3 clusters
  Score: Raw -314284.961998 + Penalty 2623.450475 = -311661.511523
  nChanged 44
		SP:Iteration 38Q (64441.000000 sec): 3 clusters
  Score: Raw -314311.477683 + Penalty 2623.450475 = -311688.027208
  nChanged 39
		SP:Iteration 39Q (64441.070000 sec): 3 clusters
  Score: Raw -314337.513303 + Penalty 2623.450475 = -311714.062828
  nChanged 34
		SP:Iteration 40F (64441.130000 sec): 3 clusters
  Score: Raw -314362.144872 + Penalty 2623.450475 = -311738.694397
  nChanged 37
		SP:Iteration 41Q (64441.190000 sec): 3 clusters
  Score: Raw -314385.785922 + Penalty 2623.450475 = -311762.335447
  nChanged 29
		SP:Iteration 42Q (64441.260000 sec): 3 clusters
  Score: Raw -314402.636821 + Penalty 2623.450475 = -311779.186346
  nChanged 24
		SP:Iteration 43Q (64441.320000 sec): 3 clusters
  Score: Raw -314413.102697 + Penalty 2623.450475 = -311789.652222
  nChanged 20
		SP:Iteration 44Q (64441.470000 sec): 3 clusters
  Score: Raw -314422.719011 + Penalty 2623.450475 = -311799.268536
  nChanged 26
		SP:Iteration 45Q (64441.580000 sec): 3 clusters
  Score: Raw -314438.928086 + Penalty 2623.450475 = -311815.477610
  nChanged 34
		SP:Iteration 46Q (64441.640000 sec): 3 clusters
  Score: Raw -314457.961940 + Penalty 2623.450475 = -311834.511465
  nChanged 31
		SP:Iteration 47Q (64441.710000 sec): 3 clusters
  Score: Raw -314476.833001 + Penalty 2623.450475 = -311853.382525
  nChanged 30
		SP:Iteration 48Q (64441.780000 sec): 3 clusters
  Score: Raw -314493.994703 + Penalty 2623.450475 = -311870.544227
  nChanged 27
		SP:Iteration 49Q (64441.840000 sec): 3 clusters
  Score: Raw -314507.195415 + Penalty 2623.450475 = -311883.744940
  nChanged 21
		SP:Iteration 50Q (64441.910000 sec): 3 clusters
  Score: Raw -314517.567888 + Penalty 2623.450475 = -311894.117413
  nChanged 13
		SP:Iteration 51Q (64442.010000 sec): 3 clusters
  Score: Raw -314523.285295 + Penalty 2623.450475 = -311899.834819
  nChanged 13
		SP:Iteration 52Q (64442.190000 sec): 3 clusters
  Score: Raw -314529.313890 + Penalty 2623.450475 = -311905.863415
  nChanged 11
		SP:Iteration 53Q (64442.370000 sec): 3 clusters
  Score: Raw -314533.849067 + Penalty 2623.450475 = -311910.398591
  nChanged 11
		SP:Iteration 54Q (64442.540000 sec): 3 clusters
  Score: Raw -314538.728213 + Penalty 2623.450475 = -311915.277738
  nChanged 16
		SP:Iteration 55Q (64442.720000 sec): 3 clusters
  Score: Raw -314545.428909 + Penalty 2623.450475 = -311921.978434
  nChanged 11
		SP:Iteration 56Q (64442.820000 sec): 3 clusters
  Score: Raw -314550.693029 + Penalty 2623.450475 = -311927.242554
  nChanged 11
		SP:Iteration 57Q (64442.890000 sec): 3 clusters
  Score: Raw -314554.589832 + Penalty 2623.450475 = -311931.139357
  nChanged 3
		SP:Iteration 58Q (64442.950000 sec): 3 clusters
  Score: Raw -314555.656764 + Penalty 2623.450475 = -311932.206288
  nChanged 3
		SP:Iteration 59Q (64443.020000 sec): 3 clusters
  Score: Raw -314556.685876 + Penalty 2623.450475 = -311933.235401
  nChanged 1
		SP:Iteration 60F (64443.080000 sec): 3 clusters
  Score: Raw -314556.933833 + Penalty 2623.450475 = -311933.483358
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 93 (4182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64443.170000 sec): 2 clusters
  Score: Raw -341098.510216 + Penalty 1355.013543 = -339743.496673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64443.350000 sec): 3 clusters
  Score: Raw -339002.225326 + Penalty 2710.027086 = -336292.198240
  nChanged 1657
		SP:Iteration 1F (64443.520000 sec): 3 clusters
  Score: Raw -340045.500066 + Penalty 2710.027086 = -337335.472980
  nChanged 393
		SP:Iteration 2F (64443.620000 sec): 3 clusters
  Score: Raw -340378.355995 + Penalty 2710.027086 = -337668.328909
  nChanged 307
		SP:Iteration 3F (64443.710000 sec): 3 clusters
  Score: Raw -340621.166329 + Penalty 2710.027086 = -337911.139243
  nChanged 238
		SP:Iteration 4F (64443.790000 sec): 3 clusters
  Score: Raw -340795.953291 + Penalty 2710.027086 = -338085.926205
  nChanged 197
		SP:Iteration 5Q (64443.880000 sec): 3 clusters
  Score: Raw -340919.758095 + Penalty 2710.027086 = -338209.731009
  nChanged 152
		SP:Iteration 6Q (64443.960000 sec): 3 clusters
  Score: Raw -341008.109985 + Penalty 2710.027086 = -338298.082899
  nChanged 111
		SP:Iteration 7Q (64444.050000 sec): 3 clusters
  Score: Raw -341058.792631 + Penalty 2710.027086 = -338348.765545
  nChanged 98
		SP:Iteration 8Q (64444.130000 sec): 3 clusters
  Score: Raw -341112.829050 + Penalty 2710.027086 = -338402.801964
  nChanged 90
		SP:Iteration 9Q (64444.210000 sec): 3 clusters
  Score: Raw -341159.655405 + Penalty 2710.027086 = -338449.628319
  nChanged 83
		SP:Iteration 10Q (64444.300000 sec): 3 clusters
  Score: Raw -341198.822400 + Penalty 2710.027086 = -338488.795314
  nChanged 69
		SP:Iteration 11Q (64444.380000 sec): 3 clusters
  Score: Raw -341228.995531 + Penalty 2710.027086 = -338518.968445
  nChanged 59
		SP:Iteration 12Q (64444.470000 sec): 3 clusters
  Score: Raw -341255.791767 + Penalty 2710.027086 = -338545.764681
  nChanged 66
		SP:Iteration 13Q (64444.550000 sec): 3 clusters
  Score: Raw -341292.445789 + Penalty 2710.027086 = -338582.418703
  nChanged 71
		SP:Iteration 14Q (64444.630000 sec): 3 clusters
  Score: Raw -341327.184392 + Penalty 2710.027086 = -338617.157306
  nChanged 63
		SP:Iteration 15Q (64444.720000 sec): 3 clusters
  Score: Raw -341358.062105 + Penalty 2710.027086 = -338648.035019
  nChanged 46
		SP:Iteration 16Q (64444.800000 sec): 3 clusters
  Score: Raw -341376.604036 + Penalty 2710.027086 = -338666.576950
  nChanged 38
		SP:Iteration 17Q (64444.890000 sec): 3 clusters
  Score: Raw -341390.903836 + Penalty 2710.027086 = -338680.876750
  nChanged 32
		SP:Iteration 18Q (64444.970000 sec): 3 clusters
  Score: Raw -341398.308106 + Penalty 2710.027086 = -338688.281020
  nChanged 24
		SP:Iteration 19Q (64445.050000 sec): 3 clusters
  Score: Raw -341405.058712 + Penalty 2710.027086 = -338695.031626
  nChanged 23
		SP:Iteration 20F (64445.140000 sec): 3 clusters
  Score: Raw -341411.579601 + Penalty 2710.027086 = -338701.552515
  nChanged 11
		SP:Iteration 21Q (64445.220000 sec): 3 clusters
  Score: Raw -341414.737559 + Penalty 2710.027086 = -338704.710473
  nChanged 10
		SP:Iteration 22Q (64445.310000 sec): 3 clusters
  Score: Raw -341417.071263 + Penalty 2710.027086 = -338707.044177
  nChanged 9
		SP:Iteration 23Q (64445.390000 sec): 3 clusters
  Score: Raw -341419.877405 + Penalty 2710.027086 = -338709.850319
  nChanged 8
		SP:Iteration 24Q (64445.480000 sec): 3 clusters
  Score: Raw -341422.167101 + Penalty 2710.027086 = -338712.140015
  nChanged 6
		SP:Iteration 25Q (64445.560000 sec): 3 clusters
  Score: Raw -341424.116868 + Penalty 2710.027086 = -338714.089782
  nChanged 7
		SP:Iteration 26Q (64445.650000 sec): 3 clusters
  Score: Raw -341425.742089 + Penalty 2710.027086 = -338715.715003
  nChanged 3
		SP:Iteration 27Q (64445.730000 sec): 3 clusters
  Score: Raw -341426.979732 + Penalty 2710.027086 = -338716.952646
  nChanged 3
		SP:Iteration 28Q (64445.810000 sec): 3 clusters
  Score: Raw -341427.543003 + Penalty 2710.027086 = -338717.515917
  nChanged 0
		SP:Iteration 29F (64445.900000 sec): 3 clusters
  Score: Raw -341427.543003 + Penalty 2710.027086 = -338717.515917
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 94 (5919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64445.990000 sec): 2 clusters
  Score: Raw -488894.635428 + Penalty 1411.462454 = -487483.172974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64446.100000 sec): 3 clusters
  Score: Raw -485776.450200 + Penalty 2822.924908 = -482953.525292
  nChanged 2405
		SP:Iteration 1F (64446.310000 sec): 3 clusters
  Score: Raw -487251.834257 + Penalty 2822.924908 = -484428.909348
  nChanged 551
		SP:Iteration 2F (64446.470000 sec): 3 clusters
  Score: Raw -487724.284689 + Penalty 2822.924908 = -484901.359781
  nChanged 449
		SP:Iteration 3F (64446.640000 sec): 3 clusters
  Score: Raw -488104.540410 + Penalty 2822.924908 = -485281.615502
  nChanged 392
		SP:Iteration 4F (64446.810000 sec): 3 clusters
  Score: Raw -488443.074423 + Penalty 2822.924908 = -485620.149514
  nChanged 314
		SP:Iteration 5F (64446.980000 sec): 3 clusters
  Score: Raw -488684.800918 + Penalty 2822.924908 = -485861.876010
  nChanged 276
		SP:Iteration 6Q (64447.150000 sec): 3 clusters
  Score: Raw -488869.632911 + Penalty 2822.924908 = -486046.708003
  nChanged 218
		SP:Iteration 7Q (64447.310000 sec): 3 clusters
  Score: Raw -488994.611016 + Penalty 2822.924908 = -486171.686108
  nChanged 175
		SP:Iteration 8Q (64447.480000 sec): 3 clusters
  Score: Raw -489083.138221 + Penalty 2822.924908 = -486260.213313
  nChanged 135
		SP:Iteration 9Q (64447.690000 sec): 3 clusters
  Score: Raw -489137.711987 + Penalty 2822.924908 = -486314.787079
  nChanged 107
		SP:Iteration 10Q (64447.900000 sec): 3 clusters
  Score: Raw -489177.444792 + Penalty 2822.924908 = -486354.519883
  nChanged 81
		SP:Iteration 11Q (64448.070000 sec): 3 clusters
  Score: Raw -489205.640742 + Penalty 2822.924908 = -486382.715834
  nChanged 62
		SP:Iteration 12Q (64448.230000 sec): 3 clusters
  Score: Raw -489223.175098 + Penalty 2822.924908 = -486400.250190
  nChanged 45
		SP:Iteration 13Q (64448.400000 sec): 3 clusters
  Score: Raw -489235.808212 + Penalty 2822.924908 = -486412.883303
  nChanged 37
		SP:Iteration 14Q (64448.570000 sec): 3 clusters
  Score: Raw -489245.591753 + Penalty 2822.924908 = -486422.666845
  nChanged 38
		SP:Iteration 15Q (64448.730000 sec): 3 clusters
  Score: Raw -489257.169640 + Penalty 2822.924908 = -486434.244731
  nChanged 43
		SP:Iteration 16Q (64448.900000 sec): 3 clusters
  Score: Raw -489268.256182 + Penalty 2822.924908 = -486445.331274
  nChanged 28
		SP:Iteration 17Q (64449.070000 sec): 3 clusters
  Score: Raw -489275.999070 + Penalty 2822.924908 = -486453.074162
  nChanged 17
		SP:Iteration 18Q (64449.230000 sec): 3 clusters
  Score: Raw -489280.546785 + Penalty 2822.924908 = -486457.621877
  nChanged 20
		SP:Iteration 19Q (64449.400000 sec): 3 clusters
  Score: Raw -489286.057502 + Penalty 2822.924908 = -486463.132593
  nChanged 24
		SP:Iteration 20F (64449.570000 sec): 3 clusters
  Score: Raw -489290.961483 + Penalty 2822.924908 = -486468.036574
  nChanged 14
		SP:Iteration 21Q (64449.730000 sec): 3 clusters
  Score: Raw -489294.040187 + Penalty 2822.924908 = -486471.115279
  nChanged 18
		SP:Iteration 22Q (64449.900000 sec): 3 clusters
  Score: Raw -489297.674471 + Penalty 2822.924908 = -486474.749563
  nChanged 12
		SP:Iteration 23Q (64450.070000 sec): 3 clusters
  Score: Raw -489299.795583 + Penalty 2822.924908 = -486476.870675
  nChanged 6
		SP:Iteration 24Q (64450.230000 sec): 3 clusters
  Score: Raw -489301.195881 + Penalty 2822.924908 = -486478.270972
  nChanged 9
		SP:Iteration 25Q (64450.400000 sec): 3 clusters
  Score: Raw -489302.908544 + Penalty 2822.924908 = -486479.983636
  nChanged 10
		SP:Iteration 26Q (64450.610000 sec): 3 clusters
  Score: Raw -489304.799755 + Penalty 2822.924908 = -486481.874847
  nChanged 7
		SP:Iteration 27Q (64450.770000 sec): 3 clusters
  Score: Raw -489306.318006 + Penalty 2822.924908 = -486483.393098
  nChanged 9
		SP:Iteration 28Q (64450.940000 sec): 3 clusters
  Score: Raw -489308.145372 + Penalty 2822.924908 = -486485.220464
  nChanged 8
		SP:Iteration 29Q (64451.110000 sec): 3 clusters
  Score: Raw -489309.910541 + Penalty 2822.924908 = -486486.985633
  nChanged 13
		SP:Iteration 30Q (64451.270000 sec): 3 clusters
  Score: Raw -489312.846008 + Penalty 2822.924908 = -486489.921100
  nChanged 14
		SP:Iteration 31Q (64451.440000 sec): 3 clusters
  Score: Raw -489316.237474 + Penalty 2822.924908 = -486493.312566
  nChanged 22
		SP:Iteration 32Q (64451.610000 sec): 3 clusters
  Score: Raw -489322.103552 + Penalty 2822.924908 = -486499.178644
  nChanged 24
		SP:Iteration 33Q (64451.770000 sec): 3 clusters
  Score: Raw -489328.755305 + Penalty 2822.924908 = -486505.830397
  nChanged 20
		SP:Iteration 34Q (64451.940000 sec): 3 clusters
  Score: Raw -489332.503786 + Penalty 2822.924908 = -486509.578878
  nChanged 18
		SP:Iteration 35Q (64452.110000 sec): 3 clusters
  Score: Raw -489336.244652 + Penalty 2822.924908 = -486513.319744
  nChanged 15
		SP:Iteration 36Q (64452.270000 sec): 3 clusters
  Score: Raw -489339.355674 + Penalty 2822.924908 = -486516.430766
  nChanged 11
		SP:Iteration 37Q (64452.440000 sec): 3 clusters
  Score: Raw -489340.611124 + Penalty 2822.924908 = -486517.686216
  nChanged 5
		SP:Iteration 38Q (64452.610000 sec): 3 clusters
  Score: Raw -489341.220822 + Penalty 2822.924908 = -486518.295913
  nChanged 3
		SP:Iteration 39Q (64452.770000 sec): 3 clusters
  Score: Raw -489342.228696 + Penalty 2822.924908 = -486519.303787
  nChanged 6
		SP:Iteration 40F (64452.940000 sec): 3 clusters
  Score: Raw -489343.148267 + Penalty 2822.924908 = -486520.223358
  nChanged 6
		SP:Iteration 41Q (64453.110000 sec): 3 clusters
  Score: Raw -489343.814457 + Penalty 2822.924908 = -486520.889549
  nChanged 2
		SP:Iteration 42Q (64453.270000 sec): 3 clusters
  Score: Raw -489343.942028 + Penalty 2822.924908 = -486521.017120
  nChanged 2
		SP:Iteration 43Q (64453.440000 sec): 3 clusters
  Score: Raw -489344.229795 + Penalty 2822.924908 = -486521.304887
  nChanged 1
		SP:Iteration 44Q (64453.610000 sec): 3 clusters
  Score: Raw -489344.471230 + Penalty 2822.924908 = -486521.546322
  nChanged 4
		SP:Iteration 45Q (64453.770000 sec): 3 clusters
  Score: Raw -489345.186107 + Penalty 2822.924908 = -486522.261198
  nChanged 10
		SP:Iteration 46Q (64453.940000 sec): 3 clusters
  Score: Raw -489346.973654 + Penalty 2822.924908 = -486524.048745
  nChanged 7
		SP:Iteration 47Q (64454.110000 sec): 3 clusters
  Score: Raw -489348.901881 + Penalty 2822.924908 = -486525.976973
  nChanged 11
		SP:Iteration 48Q (64454.270000 sec): 3 clusters
  Score: Raw -489350.422413 + Penalty 2822.924908 = -486527.497505
  nChanged 7
		SP:Iteration 49Q (64454.440000 sec): 3 clusters
  Score: Raw -489352.117777 + Penalty 2822.924908 = -486529.192869
  nChanged 5
		SP:Iteration 50Q (64454.580000 sec): 3 clusters
  Score: Raw -489353.106866 + Penalty 2822.924908 = -486530.181957
  nChanged 4
		SP:Iteration 51Q (64454.770000 sec): 3 clusters
  Score: Raw -489354.143650 + Penalty 2822.924908 = -486531.218742
  nChanged 7
		SP:Iteration 52Q (64454.990000 sec): 3 clusters
  Score: Raw -489356.392338 + Penalty 2822.924908 = -486533.467429
  nChanged 12
		SP:Iteration 53Q (64455.140000 sec): 3 clusters
  Score: Raw -489359.263099 + Penalty 2822.924908 = -486536.338191
  nChanged 9
		SP:Iteration 54Q (64455.310000 sec): 3 clusters
  Score: Raw -489360.315500 + Penalty 2822.924908 = -486537.390591
  nChanged 9
		SP:Iteration 55Q (64455.470000 sec): 3 clusters
  Score: Raw -489361.984424 + Penalty 2822.924908 = -486539.059515
  nChanged 4
		SP:Iteration 56Q (64455.640000 sec): 3 clusters
  Score: Raw -489362.724848 + Penalty 2822.924908 = -486539.799940
  nChanged 4
		SP:Iteration 57Q (64455.810000 sec): 3 clusters
  Score: Raw -489363.931214 + Penalty 2822.924908 = -486541.006306
  nChanged 9
		SP:Iteration 58Q (64455.970000 sec): 3 clusters
  Score: Raw -489366.875221 + Penalty 2822.924908 = -486543.950312
  nChanged 13
		SP:Iteration 59Q (64456.140000 sec): 3 clusters
  Score: Raw -489368.753329 + Penalty 2822.924908 = -486545.828421
  nChanged 8
		SP:Iteration 60F (64456.310000 sec): 3 clusters
  Score: Raw -489370.664471 + Penalty 2822.924908 = -486547.739563
  nChanged 11
		SP:Iteration 61Q (64456.480000 sec): 3 clusters
  Score: Raw -489372.743469 + Penalty 2822.924908 = -486549.818561
  nChanged 12
		SP:Iteration 62Q (64456.650000 sec): 3 clusters
  Score: Raw -489375.256737 + Penalty 2822.924908 = -486552.331829
  nChanged 6
		SP:Iteration 63Q (64456.810000 sec): 3 clusters
  Score: Raw -489376.520484 + Penalty 2822.924908 = -486553.595576
  nChanged 7
		SP:Iteration 64Q (64456.980000 sec): 3 clusters
  Score: Raw -489377.824894 + Penalty 2822.924908 = -486554.899985
  nChanged 6
		SP:Iteration 65Q (64457.150000 sec): 3 clusters
  Score: Raw -489378.684756 + Penalty 2822.924908 = -486555.759848
  nChanged 8
		SP:Iteration 66Q (64457.320000 sec): 3 clusters
  Score: Raw -489380.549602 + Penalty 2822.924908 = -486557.624694
  nChanged 8
		SP:Iteration 67Q (64457.520000 sec): 3 clusters
  Score: Raw -489382.503573 + Penalty 2822.924908 = -486559.578665
  nChanged 12
		SP:Iteration 68Q (64457.630000 sec): 3 clusters
  Score: Raw -489385.137187 + Penalty 2822.924908 = -486562.212278
  nChanged 9
		SP:Iteration 69Q (64457.730000 sec): 3 clusters
  Score: Raw -489386.575222 + Penalty 2822.924908 = -486563.650313
  nChanged 10
		SP:Iteration 70Q (64457.840000 sec): 3 clusters
  Score: Raw -489388.259037 + Penalty 2822.924908 = -486565.334129
  nChanged 5
		SP:Iteration 71Q (64458.040000 sec): 3 clusters
  Score: Raw -489388.737752 + Penalty 2822.924908 = -486565.812844
  nChanged 1
		SP:Iteration 72Q (64458.250000 sec): 3 clusters
  Score: Raw -489388.870448 + Penalty 2822.924908 = -486565.945540
  nChanged 2
		SP:Iteration 73Q (64458.390000 sec): 3 clusters
  Score: Raw -489389.104762 + Penalty 2822.924908 = -486566.179854
  nChanged 1
		SP:Iteration 74Q (64458.510000 sec): 3 clusters
  Score: Raw -489389.259766 + Penalty 2822.924908 = -486566.334858
  nChanged 0
		SP:Iteration 75F (64458.630000 sec): 3 clusters
  Score: Raw -489389.259766 + Penalty 2822.924908 = -486566.334858
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 95 (4271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64458.730000 sec): 2 clusters
  Score: Raw -322421.543446 + Penalty 1358.435532 = -321063.107914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64458.910000 sec): 3 clusters
  Score: Raw -320260.572615 + Penalty 2716.871063 = -317543.701552
  nChanged 1703
		SP:Iteration 1F (64459.090000 sec): 3 clusters
  Score: Raw -321303.912248 + Penalty 2716.871063 = -318587.041185
  nChanged 315
		SP:Iteration 2F (64459.260000 sec): 3 clusters
  Score: Raw -321533.372351 + Penalty 2716.871063 = -318816.501288
  nChanged 266
		SP:Iteration 3F (64459.390000 sec): 3 clusters
  Score: Raw -321744.675414 + Penalty 2716.871063 = -319027.804351
  nChanged 250
		SP:Iteration 4F (64459.570000 sec): 3 clusters
  Score: Raw -321929.972390 + Penalty 2716.871063 = -319213.101327
  nChanged 224
		SP:Iteration 5F (64459.750000 sec): 3 clusters
  Score: Raw -322098.357577 + Penalty 2716.871063 = -319381.486514
  nChanged 188
		SP:Iteration 6Q (64459.920000 sec): 3 clusters
  Score: Raw -322250.307322 + Penalty 2716.871063 = -319533.436259
  nChanged 176
		SP:Iteration 7Q (64460.100000 sec): 3 clusters
  Score: Raw -322359.317820 + Penalty 2716.871063 = -319642.446757
  nChanged 123
		SP:Iteration 8Q (64460.270000 sec): 3 clusters
  Score: Raw -322428.071475 + Penalty 2716.871063 = -319711.200412
  nChanged 93
		SP:Iteration 9Q (64460.450000 sec): 3 clusters
  Score: Raw -322482.348246 + Penalty 2716.871063 = -319765.477183
  nChanged 69
		SP:Iteration 10Q (64460.630000 sec): 3 clusters
  Score: Raw -322514.230438 + Penalty 2716.871063 = -319797.359375
  nChanged 43
		SP:Iteration 11Q (64460.800000 sec): 3 clusters
  Score: Raw -322527.986563 + Penalty 2716.871063 = -319811.115500
  nChanged 29
		SP:Iteration 12Q (64460.980000 sec): 3 clusters
  Score: Raw -322542.027673 + Penalty 2716.871063 = -319825.156610
  nChanged 33
		SP:Iteration 13Q (64461.150000 sec): 3 clusters
  Score: Raw -322555.915523 + Penalty 2716.871063 = -319839.044460
  nChanged 32
		SP:Iteration 14Q (64461.330000 sec): 3 clusters
  Score: Raw -322568.265110 + Penalty 2716.871063 = -319851.394047
  nChanged 31
		SP:Iteration 15Q (64461.510000 sec): 3 clusters
  Score: Raw -322581.163862 + Penalty 2716.871063 = -319864.292799
  nChanged 26
		SP:Iteration 16Q (64461.680000 sec): 3 clusters
  Score: Raw -322590.143149 + Penalty 2716.871063 = -319873.272086
  nChanged 16
		SP:Iteration 17Q (64461.860000 sec): 3 clusters
  Score: Raw -322596.904481 + Penalty 2716.871063 = -319880.033418
  nChanged 13
		SP:Iteration 18Q (64462.030000 sec): 3 clusters
  Score: Raw -322602.020691 + Penalty 2716.871063 = -319885.149628
  nChanged 9
		SP:Iteration 19Q (64462.210000 sec): 3 clusters
  Score: Raw -322604.693607 + Penalty 2716.871063 = -319887.822544
  nChanged 11
		SP:Iteration 20F (64462.390000 sec): 3 clusters
  Score: Raw -322607.464824 + Penalty 2716.871063 = -319890.593761
  nChanged 8
		SP:Iteration 21Q (64462.560000 sec): 3 clusters
  Score: Raw -322609.374084 + Penalty 2716.871063 = -319892.503021
  nChanged 2
		SP:Iteration 22Q (64462.790000 sec): 3 clusters
  Score: Raw -322609.726131 + Penalty 2716.871063 = -319892.855068
  nChanged 2
		SP:Iteration 23Q (64462.930000 sec): 3 clusters
  Score: Raw -322610.908262 + Penalty 2716.871063 = -319894.037199
  nChanged 4
		SP:Iteration 24Q (64463.110000 sec): 3 clusters
  Score: Raw -322611.449905 + Penalty 2716.871063 = -319894.578842
  nChanged 1
		SP:Iteration 25Q (64463.280000 sec): 3 clusters
  Score: Raw -322611.512608 + Penalty 2716.871063 = -319894.641545
  nChanged 1
		SP:Iteration 26Q (64463.460000 sec): 3 clusters
  Score: Raw -322611.703306 + Penalty 2716.871063 = -319894.832243
  nChanged 1
		SP:Iteration 27Q (64463.630000 sec): 3 clusters
  Score: Raw -322611.877027 + Penalty 2716.871063 = -319895.005964
  nChanged 2
		SP:Iteration 28Q (64463.810000 sec): 3 clusters
  Score: Raw -322612.239267 + Penalty 2716.871063 = -319895.368204
  nChanged 2
		SP:Iteration 29Q (64463.990000 sec): 3 clusters
  Score: Raw -322612.741570 + Penalty 2716.871063 = -319895.870507
  nChanged 2
		SP:Iteration 30Q (64464.160000 sec): 3 clusters
  Score: Raw -322613.266705 + Penalty 2716.871063 = -319896.395642
  nChanged 3
		SP:Iteration 31Q (64464.340000 sec): 3 clusters
  Score: Raw -322613.842463 + Penalty 2716.871063 = -319896.971400
  nChanged 4
		SP:Iteration 32Q (64464.510000 sec): 3 clusters
  Score: Raw -322615.600023 + Penalty 2716.871063 = -319898.728960
  nChanged 8
		SP:Iteration 33Q (64464.690000 sec): 3 clusters
  Score: Raw -322618.504082 + Penalty 2716.871063 = -319901.633019
  nChanged 11
		SP:Iteration 34Q (64464.870000 sec): 3 clusters
  Score: Raw -322622.361392 + Penalty 2716.871063 = -319905.490329
  nChanged 6
		SP:Iteration 35Q (64465.040000 sec): 3 clusters
  Score: Raw -322624.246838 + Penalty 2716.871063 = -319907.375775
  nChanged 7
		SP:Iteration 36Q (64465.220000 sec): 3 clusters
  Score: Raw -322626.434004 + Penalty 2716.871063 = -319909.562941
  nChanged 9
		SP:Iteration 37Q (64465.390000 sec): 3 clusters
  Score: Raw -322630.213394 + Penalty 2716.871063 = -319913.342331
  nChanged 15
		SP:Iteration 38Q (64465.570000 sec): 3 clusters
  Score: Raw -322636.746563 + Penalty 2716.871063 = -319919.875500
  nChanged 23
		SP:Iteration 39Q (64465.750000 sec): 3 clusters
  Score: Raw -322646.505188 + Penalty 2716.871063 = -319929.634125
  nChanged 20
		SP:Iteration 40F (64465.920000 sec): 3 clusters
  Score: Raw -322652.816649 + Penalty 2716.871063 = -319935.945586
  nChanged 10
		SP:Iteration 41Q (64466.100000 sec): 3 clusters
  Score: Raw -322656.137346 + Penalty 2716.871063 = -319939.266283
  nChanged 10
		SP:Iteration 42Q (64466.270000 sec): 3 clusters
  Score: Raw -322659.012538 + Penalty 2716.871063 = -319942.141475
  nChanged 7
		SP:Iteration 43Q (64466.450000 sec): 3 clusters
  Score: Raw -322661.159678 + Penalty 2716.871063 = -319944.288615
  nChanged 10
		SP:Iteration 44Q (64466.630000 sec): 3 clusters
  Score: Raw -322665.033038 + Penalty 2716.871063 = -319948.161975
  nChanged 9
		SP:Iteration 45Q (64466.800000 sec): 3 clusters
  Score: Raw -322669.368770 + Penalty 2716.871063 = -319952.497707
  nChanged 10
		SP:Iteration 46Q (64467.020000 sec): 3 clusters
  Score: Raw -322673.203983 + Penalty 2716.871063 = -319956.332920
  nChanged 10
		SP:Iteration 47Q (64467.160000 sec): 3 clusters
  Score: Raw -322678.020219 + Penalty 2716.871063 = -319961.149156
  nChanged 16
		SP:Iteration 48Q (64467.340000 sec): 3 clusters
  Score: Raw -322683.288574 + Penalty 2716.871063 = -319966.417511
  nChanged 12
		SP:Iteration 49Q (64467.510000 sec): 3 clusters
  Score: Raw -322687.810363 + Penalty 2716.871063 = -319970.939300
  nChanged 11
		SP:Iteration 50Q (64467.690000 sec): 3 clusters
  Score: Raw -322690.580406 + Penalty 2716.871063 = -319973.709343
  nChanged 7
		SP:Iteration 51Q (64467.860000 sec): 3 clusters
  Score: Raw -322692.718189 + Penalty 2716.871063 = -319975.847126
  nChanged 7
		SP:Iteration 52Q (64468.040000 sec): 3 clusters
  Score: Raw -322694.704121 + Penalty 2716.871063 = -319977.833058
  nChanged 9
		SP:Iteration 53Q (64468.220000 sec): 3 clusters
  Score: Raw -322698.738375 + Penalty 2716.871063 = -319981.867312
  nChanged 14
		SP:Iteration 54Q (64468.390000 sec): 3 clusters
  Score: Raw -322702.993980 + Penalty 2716.871063 = -319986.122917
  nChanged 5
		SP:Iteration 55Q (64468.570000 sec): 3 clusters
  Score: Raw -322704.800726 + Penalty 2716.871063 = -319987.929663
  nChanged 8
		SP:Iteration 56Q (64468.740000 sec): 3 clusters
  Score: Raw -322707.726770 + Penalty 2716.871063 = -319990.855707
  nChanged 7
		SP:Iteration 57Q (64468.920000 sec): 3 clusters
  Score: Raw -322710.340211 + Penalty 2716.871063 = -319993.469148
  nChanged 9
		SP:Iteration 58Q (64469.100000 sec): 3 clusters
  Score: Raw -322713.451982 + Penalty 2716.871063 = -319996.580919
  nChanged 9
		SP:Iteration 59Q (64469.270000 sec): 3 clusters
  Score: Raw -322717.329231 + Penalty 2716.871063 = -320000.458168
  nChanged 9
		SP:Iteration 60F (64469.450000 sec): 3 clusters
  Score: Raw -322721.951319 + Penalty 2716.871063 = -320005.080256
  nChanged 11
		SP:Iteration 61Q (64469.620000 sec): 3 clusters
  Score: Raw -322728.225228 + Penalty 2716.871063 = -320011.354165
  nChanged 17
		SP:Iteration 62Q (64469.800000 sec): 3 clusters
  Score: Raw -322738.094211 + Penalty 2716.871063 = -320021.223148
  nChanged 21
		SP:Iteration 63Q (64469.980000 sec): 3 clusters
  Score: Raw -322750.807648 + Penalty 2716.871063 = -320033.936585
  nChanged 13
		SP:Iteration 64Q (64470.150000 sec): 3 clusters
  Score: Raw -322758.323642 + Penalty 2716.871063 = -320041.452579
  nChanged 25
		SP:Iteration 65Q (64470.330000 sec): 3 clusters
  Score: Raw -322770.826379 + Penalty 2716.871063 = -320053.955316
  nChanged 18
		SP:Iteration 66Q (64470.500000 sec): 3 clusters
  Score: Raw -322779.889369 + Penalty 2716.871063 = -320063.018306
  nChanged 24
		SP:Iteration 67Q (64470.680000 sec): 3 clusters
  Score: Raw -322793.103095 + Penalty 2716.871063 = -320076.232032
  nChanged 19
		SP:Iteration 68Q (64470.850000 sec): 3 clusters
  Score: Raw -322802.282199 + Penalty 2716.871063 = -320085.411136
  nChanged 16
		SP:Iteration 69Q (64471.030000 sec): 3 clusters
  Score: Raw -322811.984806 + Penalty 2716.871063 = -320095.113743
  nChanged 18
		SP:Iteration 70Q (64471.200000 sec): 3 clusters
  Score: Raw -322820.272969 + Penalty 2716.871063 = -320103.401906
  nChanged 23
		SP:Iteration 71Q (64471.380000 sec): 3 clusters
  Score: Raw -322832.734192 + Penalty 2716.871063 = -320115.863129
  nChanged 27
		SP:Iteration 72Q (64471.560000 sec): 3 clusters
  Score: Raw -322845.925863 + Penalty 2716.871063 = -320129.054800
  nChanged 16
		SP:Iteration 73Q (64471.730000 sec): 3 clusters
  Score: Raw -322854.356214 + Penalty 2716.871063 = -320137.485151
  nChanged 20
		SP:Iteration 74Q (64471.910000 sec): 3 clusters
  Score: Raw -322868.733024 + Penalty 2716.871063 = -320151.861961
  nChanged 21
		SP:Iteration 75Q (64472.080000 sec): 3 clusters
  Score: Raw -322878.971866 + Penalty 2716.871063 = -320162.100803
  nChanged 20
		SP:Iteration 76Q (64472.260000 sec): 3 clusters
  Score: Raw -322887.989686 + Penalty 2716.871063 = -320171.118623
  nChanged 18
		SP:Iteration 77Q (64472.440000 sec): 3 clusters
  Score: Raw -322894.662309 + Penalty 2716.871063 = -320177.791246
  nChanged 12
		SP:Iteration 78Q (64472.610000 sec): 3 clusters
  Score: Raw -322898.696473 + Penalty 2716.871063 = -320181.825410
  nChanged 6
		SP:Iteration 79Q (64472.790000 sec): 3 clusters
  Score: Raw -322900.326193 + Penalty 2716.871063 = -320183.455130
  nChanged 7
		SP:Iteration 80F (64472.960000 sec): 3 clusters
  Score: Raw -322902.279814 + Penalty 2716.871063 = -320185.408751
  nChanged 4
		SP:Iteration 81Q (64473.140000 sec): 3 clusters
  Score: Raw -322902.766955 + Penalty 2716.871063 = -320185.895892
  nChanged 2
		SP:Iteration 82Q (64473.320000 sec): 3 clusters
  Score: Raw -322903.096918 + Penalty 2716.871063 = -320186.225855
  nChanged 1
		SP:Iteration 83Q (64473.490000 sec): 3 clusters
  Score: Raw -322903.281272 + Penalty 2716.871063 = -320186.410209
  nChanged 1
		SP:Iteration 84Q (64473.670000 sec): 3 clusters
  Score: Raw -322903.358843 + Penalty 2716.871063 = -320186.487780
  nChanged 0
		SP:Iteration 85F (64473.840000 sec): 3 clusters
  Score: Raw -322903.358843 + Penalty 2716.871063 = -320186.487780
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 96 (3235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64473.940000 sec): 2 clusters
  Score: Raw -192245.407916 + Penalty 1313.289934 = -190932.117983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64474.120000 sec): 3 clusters
  Score: Raw -190784.932978 + Penalty 2626.579867 = -188158.353111
  nChanged 1260
		SP:Iteration 1F (64474.300000 sec): 3 clusters
  Score: Raw -191752.704892 + Penalty 2626.579867 = -189126.125025
  nChanged 316
		SP:Iteration 2F (64474.470000 sec): 3 clusters
  Score: Raw -192078.892184 + Penalty 2626.579867 = -189452.312317
  nChanged 250
		SP:Iteration 3F (64474.650000 sec): 3 clusters
  Score: Raw -192359.698545 + Penalty 2626.579867 = -189733.118678
  nChanged 181
		SP:Iteration 4F (64474.830000 sec): 3 clusters
  Score: Raw -192548.209357 + Penalty 2626.579867 = -189921.629490
  nChanged 159
		SP:Iteration 5Q (64475.000000 sec): 3 clusters
  Score: Raw -192732.250633 + Penalty 2626.579867 = -190105.670766
  nChanged 133
		SP:Iteration 6Q (64475.180000 sec): 3 clusters
  Score: Raw -192854.651293 + Penalty 2626.579867 = -190228.071426
  nChanged 101
		SP:Iteration 7Q (64475.350000 sec): 3 clusters
  Score: Raw -192938.360594 + Penalty 2626.579867 = -190311.780727
  nChanged 80
		SP:Iteration 8Q (64475.530000 sec): 3 clusters
  Score: Raw -192992.370380 + Penalty 2626.579867 = -190365.790513
  nChanged 51
		SP:Iteration 9Q (64475.710000 sec): 3 clusters
  Score: Raw -193023.582151 + Penalty 2626.579867 = -190397.002283
  nChanged 33
		SP:Iteration 10Q (64475.880000 sec): 3 clusters
  Score: Raw -193041.711227 + Penalty 2626.579867 = -190415.131359
  nChanged 35
		SP:Iteration 11Q (64476.060000 sec): 3 clusters
  Score: Raw -193059.357726 + Penalty 2626.579867 = -190432.777859
  nChanged 36
		SP:Iteration 12Q (64476.230000 sec): 3 clusters
  Score: Raw -193072.595290 + Penalty 2626.579867 = -190446.015423
  nChanged 27
		SP:Iteration 13Q (64476.410000 sec): 3 clusters
  Score: Raw -193084.682535 + Penalty 2626.579867 = -190458.102668
  nChanged 26
		SP:Iteration 14Q (64476.600000 sec): 3 clusters
  Score: Raw -193096.486663 + Penalty 2626.579867 = -190469.906796
  nChanged 22
		SP:Iteration 15Q (64476.760000 sec): 3 clusters
  Score: Raw -193104.619724 + Penalty 2626.579867 = -190478.039857
  nChanged 15
		SP:Iteration 16Q (64476.930000 sec): 3 clusters
  Score: Raw -193109.425545 + Penalty 2626.579867 = -190482.845678
  nChanged 6
		SP:Iteration 17Q (64477.110000 sec): 3 clusters
  Score: Raw -193115.524585 + Penalty 2626.579867 = -190488.944717
  nChanged 7
		SP:Iteration 18Q (64477.290000 sec): 3 clusters
  Score: Raw -193118.143023 + Penalty 2626.579867 = -190491.563156
  nChanged 4
		SP:Iteration 19Q (64477.460000 sec): 3 clusters
  Score: Raw -193120.109905 + Penalty 2626.579867 = -190493.530038
  nChanged 5
		SP:Iteration 20F (64477.640000 sec): 3 clusters
  Score: Raw -193122.077760 + Penalty 2626.579867 = -190495.497893
  nChanged 2
		SP:Iteration 21Q (64477.810000 sec): 3 clusters
  Score: Raw -193122.668556 + Penalty 2626.579867 = -190496.088689
  nChanged 0
		SP:Iteration 22F (64478.010000 sec): 3 clusters
  Score: Raw -193122.668556 + Penalty 2626.579867 = -190496.088689
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 97 (3178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64478.100000 sec): 2 clusters
  Score: Raw -280629.209328 + Penalty 1310.401194 = -279318.808134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64478.270000 sec): 3 clusters
  Score: Raw -279157.941477 + Penalty 2620.802388 = -276537.139089
  nChanged 1245
		SP:Iteration 1F (64478.450000 sec): 3 clusters
  Score: Raw -279896.262176 + Penalty 2620.802388 = -277275.459788
  nChanged 247
		SP:Iteration 2F (64478.630000 sec): 3 clusters
  Score: Raw -280090.996151 + Penalty 2620.802388 = -277470.193763
  nChanged 197
		SP:Iteration 3F (64478.800000 sec): 3 clusters
  Score: Raw -280234.330565 + Penalty 2620.802388 = -277613.528178
  nChanged 151
		SP:Iteration 4Q (64478.980000 sec): 3 clusters
  Score: Raw -280360.053332 + Penalty 2620.802388 = -277739.250944
  nChanged 127
		SP:Iteration 5Q (64479.150000 sec): 3 clusters
  Score: Raw -280487.751400 + Penalty 2620.802388 = -277866.949012
  nChanged 133
		SP:Iteration 6Q (64479.330000 sec): 3 clusters
  Score: Raw -280606.677773 + Penalty 2620.802388 = -277985.875385
  nChanged 129
		SP:Iteration 7Q (64479.510000 sec): 3 clusters
  Score: Raw -280741.653419 + Penalty 2620.802388 = -278120.851031
  nChanged 130
		SP:Iteration 8Q (64479.690000 sec): 3 clusters
  Score: Raw -280884.648684 + Penalty 2620.802388 = -278263.846297
  nChanged 140
		SP:Iteration 9Q (64479.850000 sec): 3 clusters
  Score: Raw -281027.381518 + Penalty 2620.802388 = -278406.579130
  nChanged 122
		SP:Iteration 10Q (64480.030000 sec): 3 clusters
  Score: Raw -281146.706935 + Penalty 2620.802388 = -278525.904547
  nChanged 92
		SP:Iteration 11Q (64480.210000 sec): 3 clusters
  Score: Raw -281230.930489 + Penalty 2620.802388 = -278610.128101
  nChanged 73
		SP:Iteration 12Q (64480.380000 sec): 3 clusters
  Score: Raw -281284.906712 + Penalty 2620.802388 = -278664.104324
  nChanged 56
		SP:Iteration 13Q (64480.560000 sec): 3 clusters
  Score: Raw -281319.165723 + Penalty 2620.802388 = -278698.363335
  nChanged 41
		SP:Iteration 14Q (64480.730000 sec): 3 clusters
  Score: Raw -281340.536627 + Penalty 2620.802388 = -278719.734239
  nChanged 25
		SP:Iteration 15Q (64480.910000 sec): 3 clusters
  Score: Raw -281358.861732 + Penalty 2620.802388 = -278738.059344
  nChanged 23
		SP:Iteration 16Q (64481.090000 sec): 3 clusters
  Score: Raw -281368.819501 + Penalty 2620.802388 = -278748.017113
  nChanged 18
		SP:Iteration 17Q (64481.260000 sec): 3 clusters
  Score: Raw -281375.296988 + Penalty 2620.802388 = -278754.494600
  nChanged 14
		SP:Iteration 18Q (64481.440000 sec): 3 clusters
  Score: Raw -281379.879728 + Penalty 2620.802388 = -278759.077340
  nChanged 12
		SP:Iteration 19Q (64481.610000 sec): 3 clusters
  Score: Raw -281383.667039 + Penalty 2620.802388 = -278762.864651
  nChanged 12
		SP:Iteration 20F (64481.750000 sec): 3 clusters
  Score: Raw -281387.377699 + Penalty 2620.802388 = -278766.575311
  nChanged 9
		SP:Iteration 21Q (64481.920000 sec): 3 clusters
  Score: Raw -281389.035160 + Penalty 2620.802388 = -278768.232772
  nChanged 2
		SP:Iteration 22Q (64482.090000 sec): 3 clusters
  Score: Raw -281389.643579 + Penalty 2620.802388 = -278768.841191
  nChanged 4
		SP:Iteration 23Q (64482.270000 sec): 3 clusters
  Score: Raw -281391.042901 + Penalty 2620.802388 = -278770.240513
  nChanged 5
		SP:Iteration 24Q (64482.450000 sec): 3 clusters
  Score: Raw -281393.948684 + Penalty 2620.802388 = -278773.146297
  nChanged 2
		SP:Iteration 25Q (64482.620000 sec): 3 clusters
  Score: Raw -281395.026069 + Penalty 2620.802388 = -278774.223681
  nChanged 2
		SP:Iteration 26Q (64482.800000 sec): 3 clusters
  Score: Raw -281395.508144 + Penalty 2620.802388 = -278774.705757
  nChanged 0
		SP:Iteration 27F (64482.970000 sec): 3 clusters
  Score: Raw -281395.508144 + Penalty 2620.802388 = -278774.705757
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 98 (1905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64483.050000 sec): 2 clusters
  Score: Raw -167304.953748 + Penalty 1227.238559 = -166077.715189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64483.230000 sec): 3 clusters
  Score: Raw -166504.397781 + Penalty 2454.477118 = -164049.920663
  nChanged 692
		SP:Iteration 1F (64483.400000 sec): 3 clusters
  Score: Raw -167029.322891 + Penalty 2454.477118 = -164574.845773
  nChanged 171
		SP:Iteration 2F (64483.580000 sec): 3 clusters
  Score: Raw -167179.438372 + Penalty 2454.477118 = -164724.961254
  nChanged 77
		SP:Iteration 3Q (64483.750000 sec): 3 clusters
  Score: Raw -167245.198872 + Penalty 2454.477118 = -164790.721753
  nChanged 65
		SP:Iteration 4Q (64483.930000 sec): 3 clusters
  Score: Raw -167290.530648 + Penalty 2454.477118 = -164836.053529
  nChanged 43
		SP:Iteration 5Q (64484.110000 sec): 3 clusters
  Score: Raw -167318.584111 + Penalty 2454.477118 = -164864.106993
  nChanged 34
		SP:Iteration 6Q (64484.280000 sec): 3 clusters
  Score: Raw -167335.914721 + Penalty 2454.477118 = -164881.437603
  nChanged 27
		SP:Iteration 7Q (64484.460000 sec): 3 clusters
  Score: Raw -167350.832455 + Penalty 2454.477118 = -164896.355337
  nChanged 16
		SP:Iteration 8Q (64484.630000 sec): 3 clusters
  Score: Raw -167360.469354 + Penalty 2454.477118 = -164905.992235
  nChanged 15
		SP:Iteration 9Q (64484.810000 sec): 3 clusters
  Score: Raw -167368.637511 + Penalty 2454.477118 = -164914.160392
  nChanged 12
		SP:Iteration 10Q (64484.990000 sec): 3 clusters
  Score: Raw -167375.840877 + Penalty 2454.477118 = -164921.363758
  nChanged 12
		SP:Iteration 11Q (64485.160000 sec): 3 clusters
  Score: Raw -167382.185002 + Penalty 2454.477118 = -164927.707884
  nChanged 8
		SP:Iteration 12Q (64485.340000 sec): 3 clusters
  Score: Raw -167385.340087 + Penalty 2454.477118 = -164930.862968
  nChanged 5
		SP:Iteration 13Q (64485.510000 sec): 3 clusters
  Score: Raw -167386.656073 + Penalty 2454.477118 = -164932.178954
  nChanged 5
		SP:Iteration 14Q (64485.690000 sec): 3 clusters
  Score: Raw -167388.675338 + Penalty 2454.477118 = -164934.198220
  nChanged 4
		SP:Iteration 15Q (64485.870000 sec): 3 clusters
  Score: Raw -167390.085867 + Penalty 2454.477118 = -164935.608748
  nChanged 3
		SP:Iteration 16Q (64486.040000 sec): 3 clusters
  Score: Raw -167392.529850 + Penalty 2454.477118 = -164938.052731
  nChanged 4
		SP:Iteration 17Q (64486.220000 sec): 3 clusters
  Score: Raw -167394.410641 + Penalty 2454.477118 = -164939.933523
  nChanged 5
		SP:Iteration 18Q (64486.390000 sec): 3 clusters
  Score: Raw -167396.786396 + Penalty 2454.477118 = -164942.309278
  nChanged 5
		SP:Iteration 19Q (64486.570000 sec): 3 clusters
  Score: Raw -167400.288569 + Penalty 2454.477118 = -164945.811451
  nChanged 6
		SP:Iteration 20F (64486.740000 sec): 3 clusters
  Score: Raw -167402.459258 + Penalty 2454.477118 = -164947.982140
  nChanged 4
		SP:Iteration 21Q (64486.920000 sec): 3 clusters
  Score: Raw -167404.005756 + Penalty 2454.477118 = -164949.528638
  nChanged 5
		SP:Iteration 22Q (64487.090000 sec): 3 clusters
  Score: Raw -167406.315687 + Penalty 2454.477118 = -164951.838569
  nChanged 3
		SP:Iteration 23Q (64487.270000 sec): 3 clusters
  Score: Raw -167407.226617 + Penalty 2454.477118 = -164952.749498
  nChanged 2
		SP:Iteration 24Q (64487.340000 sec): 3 clusters
  Score: Raw -167407.797927 + Penalty 2454.477118 = -164953.320808
  nChanged 1
		SP:Iteration 25Q (64487.380000 sec): 3 clusters
  Score: Raw -167407.964879 + Penalty 2454.477118 = -164953.487760
  nChanged 1
		SP:Iteration 26Q (64487.420000 sec): 3 clusters
  Score: Raw -167408.165688 + Penalty 2454.477118 = -164953.688570
  nChanged 3
		SP:Iteration 27Q (64487.460000 sec): 3 clusters
  Score: Raw -167409.273909 + Penalty 2454.477118 = -164954.796790
  nChanged 1
		SP:Iteration 28Q (64487.510000 sec): 3 clusters
  Score: Raw -167410.740900 + Penalty 2454.477118 = -164956.263782
  nChanged 4
		SP:Iteration 29Q (64487.550000 sec): 3 clusters
  Score: Raw -167412.348983 + Penalty 2454.477118 = -164957.871865
  nChanged 1
		SP:Iteration 30Q (64487.590000 sec): 3 clusters
  Score: Raw -167412.632594 + Penalty 2454.477118 = -164958.155475
  nChanged 0
		SP:Iteration 31F (64487.630000 sec): 3 clusters
  Score: Raw -167412.632594 + Penalty 2454.477118 = -164958.155475
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 99 (6392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64487.760000 sec): 2 clusters
  Score: Raw -556845.473675 + Penalty 1423.955404 = -555421.518271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64487.970000 sec): 3 clusters
  Score: Raw -553427.403172 + Penalty 2847.910808 = -550579.492364
  nChanged 2696
		SP:Iteration 1F (64488.170000 sec): 3 clusters
  Score: Raw -554925.856220 + Penalty 2847.910808 = -552077.945412
  nChanged 494
		SP:Iteration 2F (64488.380000 sec): 3 clusters
  Score: Raw -555223.645839 + Penalty 2847.910808 = -552375.735031
  nChanged 403
		SP:Iteration 3F (64488.590000 sec): 3 clusters
  Score: Raw -555458.708140 + Penalty 2847.910808 = -552610.797332
  nChanged 328
		SP:Iteration 4F (64488.790000 sec): 3 clusters
  Score: Raw -555686.162692 + Penalty 2847.910808 = -552838.251883
  nChanged 325
		SP:Iteration 5F (64489.000000 sec): 3 clusters
  Score: Raw -555943.775816 + Penalty 2847.910808 = -553095.865007
  nChanged 341
		SP:Iteration 6F (64489.210000 sec): 3 clusters
  Score: Raw -556212.145843 + Penalty 2847.910808 = -553364.235034
  nChanged 310
		SP:Iteration 7Q (64489.420000 sec): 3 clusters
  Score: Raw -556434.210451 + Penalty 2847.910808 = -553586.299642
  nChanged 276
		SP:Iteration 8Q (64489.620000 sec): 3 clusters
  Score: Raw -556612.734173 + Penalty 2847.910808 = -553764.823365
  nChanged 235
		SP:Iteration 9Q (64489.830000 sec): 3 clusters
  Score: Raw -556739.751600 + Penalty 2847.910808 = -553891.840791
  nChanged 172
		SP:Iteration 10Q (64490.040000 sec): 3 clusters
  Score: Raw -556819.463593 + Penalty 2847.910808 = -553971.552784
  nChanged 136
		SP:Iteration 11Q (64490.240000 sec): 3 clusters
  Score: Raw -556888.711306 + Penalty 2847.910808 = -554040.800497
  nChanged 120
		SP:Iteration 12Q (64490.480000 sec): 3 clusters
  Score: Raw -556941.900299 + Penalty 2847.910808 = -554093.989490
  nChanged 102
		SP:Iteration 13Q (64490.650000 sec): 3 clusters
  Score: Raw -556988.005573 + Penalty 2847.910808 = -554140.094765
  nChanged 107
		SP:Iteration 14Q (64490.860000 sec): 3 clusters
  Score: Raw -557038.394351 + Penalty 2847.910808 = -554190.483543
  nChanged 85
		SP:Iteration 15Q (64491.070000 sec): 3 clusters
  Score: Raw -557074.688857 + Penalty 2847.910808 = -554226.778048
  nChanged 104
		SP:Iteration 16Q (64491.280000 sec): 3 clusters
  Score: Raw -557123.717990 + Penalty 2847.910808 = -554275.807181
  nChanged 81
		SP:Iteration 17Q (64491.490000 sec): 3 clusters
  Score: Raw -557165.609768 + Penalty 2847.910808 = -554317.698959
  nChanged 90
		SP:Iteration 18Q (64491.690000 sec): 3 clusters
  Score: Raw -557209.395459 + Penalty 2847.910808 = -554361.484651
  nChanged 77
		SP:Iteration 19Q (64491.900000 sec): 3 clusters
  Score: Raw -557250.447771 + Penalty 2847.910808 = -554402.536963
  nChanged 81
		SP:Iteration 20F (64492.110000 sec): 3 clusters
  Score: Raw -557303.774088 + Penalty 2847.910808 = -554455.863280
  nChanged 103
		SP:Iteration 21Q (64492.320000 sec): 3 clusters
  Score: Raw -557369.699459 + Penalty 2847.910808 = -554521.788650
  nChanged 120
		SP:Iteration 22Q (64492.530000 sec): 3 clusters
  Score: Raw -557444.404140 + Penalty 2847.910808 = -554596.493332
  nChanged 101
		SP:Iteration 23Q (64492.730000 sec): 3 clusters
  Score: Raw -557507.781248 + Penalty 2847.910808 = -554659.870439
  nChanged 117
		SP:Iteration 24Q (64492.940000 sec): 3 clusters
  Score: Raw -557584.936848 + Penalty 2847.910808 = -554737.026039
  nChanged 111
		SP:Iteration 25Q (64493.150000 sec): 3 clusters
  Score: Raw -557647.842274 + Penalty 2847.910808 = -554799.931466
  nChanged 91
		SP:Iteration 26Q (64493.350000 sec): 3 clusters
  Score: Raw -557689.696225 + Penalty 2847.910808 = -554841.785417
  nChanged 80
		SP:Iteration 27Q (64493.550000 sec): 3 clusters
  Score: Raw -557723.919032 + Penalty 2847.910808 = -554876.008224
  nChanged 66
		SP:Iteration 28Q (64493.780000 sec): 3 clusters
  Score: Raw -557751.763855 + Penalty 2847.910808 = -554903.853047
  nChanged 59
		SP:Iteration 29Q (64493.890000 sec): 3 clusters
  Score: Raw -557778.689314 + Penalty 2847.910808 = -554930.778506
  nChanged 53
		SP:Iteration 30Q (64494.090000 sec): 3 clusters
  Score: Raw -557798.462635 + Penalty 2847.910808 = -554950.551826
  nChanged 44
		SP:Iteration 31Q (64494.310000 sec): 3 clusters
  Score: Raw -557816.683040 + Penalty 2847.910808 = -554968.772232
  nChanged 47
		SP:Iteration 32Q (64494.520000 sec): 3 clusters
  Score: Raw -557837.932126 + Penalty 2847.910808 = -554990.021317
  nChanged 41
		SP:Iteration 33Q (64494.730000 sec): 3 clusters
  Score: Raw -557853.913077 + Penalty 2847.910808 = -555006.002269
  nChanged 49
		SP:Iteration 34Q (64494.940000 sec): 3 clusters
  Score: Raw -557872.819892 + Penalty 2847.910808 = -555024.909083
  nChanged 34
		SP:Iteration 35Q (64495.150000 sec): 3 clusters
  Score: Raw -557886.267618 + Penalty 2847.910808 = -555038.356810
  nChanged 35
		SP:Iteration 36Q (64495.360000 sec): 3 clusters
  Score: Raw -557900.060951 + Penalty 2847.910808 = -555052.150143
  nChanged 38
		SP:Iteration 37Q (64495.570000 sec): 3 clusters
  Score: Raw -557914.664885 + Penalty 2847.910808 = -555066.754076
  nChanged 29
		SP:Iteration 38Q (64495.770000 sec): 3 clusters
  Score: Raw -557922.578708 + Penalty 2847.910808 = -555074.667900
  nChanged 24
		SP:Iteration 39Q (64495.980000 sec): 3 clusters
  Score: Raw -557928.389389 + Penalty 2847.910808 = -555080.478581
  nChanged 21
		SP:Iteration 40F (64496.190000 sec): 3 clusters
  Score: Raw -557938.312488 + Penalty 2847.910808 = -555090.401680
  nChanged 22
		SP:Iteration 41Q (64496.390000 sec): 3 clusters
  Score: Raw -557947.391173 + Penalty 2847.910808 = -555099.480364
  nChanged 22
		SP:Iteration 42Q (64496.600000 sec): 3 clusters
  Score: Raw -557955.920293 + Penalty 2847.910808 = -555108.009484
  nChanged 20
		SP:Iteration 43Q (64496.810000 sec): 3 clusters
  Score: Raw -557963.083055 + Penalty 2847.910808 = -555115.172246
  nChanged 27
		SP:Iteration 44Q (64497.010000 sec): 3 clusters
  Score: Raw -557971.052398 + Penalty 2847.910808 = -555123.141590
  nChanged 30
		SP:Iteration 45Q (64497.220000 sec): 3 clusters
  Score: Raw -557978.639124 + Penalty 2847.910808 = -555130.728316
  nChanged 18
		SP:Iteration 46Q (64497.430000 sec): 3 clusters
  Score: Raw -557982.604523 + Penalty 2847.910808 = -555134.693714
  nChanged 13
		SP:Iteration 47Q (64497.640000 sec): 3 clusters
  Score: Raw -557986.106468 + Penalty 2847.910808 = -555138.195660
  nChanged 8
		SP:Iteration 48Q (64497.840000 sec): 3 clusters
  Score: Raw -557987.558662 + Penalty 2847.910808 = -555139.647854
  nChanged 5
		SP:Iteration 49Q (64498.050000 sec): 3 clusters
  Score: Raw -557988.382340 + Penalty 2847.910808 = -555140.471532
  nChanged 6
		SP:Iteration 50Q (64498.260000 sec): 3 clusters
  Score: Raw -557989.426963 + Penalty 2847.910808 = -555141.516154
  nChanged 5
		SP:Iteration 51Q (64498.470000 sec): 3 clusters
  Score: Raw -557990.419694 + Penalty 2847.910808 = -555142.508886
  nChanged 3
		SP:Iteration 52Q (64498.670000 sec): 3 clusters
  Score: Raw -557990.629582 + Penalty 2847.910808 = -555142.718774
  nChanged 2
		SP:Iteration 53Q (64498.880000 sec): 3 clusters
  Score: Raw -557990.757733 + Penalty 2847.910808 = -555142.846925
  nChanged 1
		SP:Iteration 54Q (64499.090000 sec): 3 clusters
  Score: Raw -557990.951009 + Penalty 2847.910808 = -555143.040201
  nChanged 1
		SP:Iteration 55Q (64499.290000 sec): 3 clusters
  Score: Raw -557991.058081 + Penalty 2847.910808 = -555143.147272
  nChanged 3
		SP:Iteration 56Q (64499.500000 sec): 3 clusters
  Score: Raw -557991.447345 + Penalty 2847.910808 = -555143.536536
  nChanged 2
		SP:Iteration 57Q (64499.710000 sec): 3 clusters
  Score: Raw -557991.641259 + Penalty 2847.910808 = -555143.730450
  nChanged 2
		SP:Iteration 58Q (64499.910000 sec): 3 clusters
  Score: Raw -557991.759083 + Penalty 2847.910808 = -555143.848275
  nChanged 0
		SP:Iteration 59F (64500.120000 sec): 3 clusters
  Score: Raw -557991.759083 + Penalty 2847.910808 = -555143.848275
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 100 (6235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64500.220000 sec): 2 clusters
  Score: Raw -526880.305129 + Penalty 1419.914252 = -525460.390877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64500.440000 sec): 3 clusters
  Score: Raw -523567.427660 + Penalty 2839.828504 = -520727.599156
  nChanged 2574
		SP:Iteration 1F (64500.630000 sec): 3 clusters
  Score: Raw -525164.638603 + Penalty 2839.828504 = -522324.810100
  nChanged 571
		SP:Iteration 2F (64500.740000 sec): 3 clusters
  Score: Raw -525606.845368 + Penalty 2839.828504 = -522767.016864
  nChanged 482
		SP:Iteration 3F (64500.940000 sec): 3 clusters
  Score: Raw -525979.085203 + Penalty 2839.828504 = -523139.256699
  nChanged 400
		SP:Iteration 4F (64501.150000 sec): 3 clusters
  Score: Raw -526255.015754 + Penalty 2839.828504 = -523415.187250
  nChanged 300
		SP:Iteration 5Q (64501.320000 sec): 3 clusters
  Score: Raw -526480.302379 + Penalty 2839.828504 = -523640.473876
  nChanged 289
		SP:Iteration 6Q (64501.530000 sec): 3 clusters
  Score: Raw -526673.336341 + Penalty 2839.828504 = -523833.507837
  nChanged 227
		SP:Iteration 7Q (64501.700000 sec): 3 clusters
  Score: Raw -526812.730632 + Penalty 2839.828504 = -523972.902128
  nChanged 198
		SP:Iteration 8Q (64501.860000 sec): 3 clusters
  Score: Raw -526920.836708 + Penalty 2839.828504 = -524081.008204
  nChanged 167
		SP:Iteration 9Q (64502.030000 sec): 3 clusters
  Score: Raw -526994.378134 + Penalty 2839.828504 = -524154.549630
  nChanged 119
		SP:Iteration 10Q (64502.190000 sec): 3 clusters
  Score: Raw -527052.622082 + Penalty 2839.828504 = -524212.793578
  nChanged 120
		SP:Iteration 11Q (64502.350000 sec): 3 clusters
  Score: Raw -527108.604621 + Penalty 2839.828504 = -524268.776117
  nChanged 105
		SP:Iteration 12Q (64502.520000 sec): 3 clusters
  Score: Raw -527152.098723 + Penalty 2839.828504 = -524312.270219
  nChanged 88
		SP:Iteration 13Q (64502.690000 sec): 3 clusters
  Score: Raw -527193.950310 + Penalty 2839.828504 = -524354.121806
  nChanged 90
		SP:Iteration 14Q (64502.850000 sec): 3 clusters
  Score: Raw -527235.755395 + Penalty 2839.828504 = -524395.926891
  nChanged 100
		SP:Iteration 15Q (64503.010000 sec): 3 clusters
  Score: Raw -527279.552033 + Penalty 2839.828504 = -524439.723529
  nChanged 92
		SP:Iteration 16Q (64503.180000 sec): 3 clusters
  Score: Raw -527318.918777 + Penalty 2839.828504 = -524479.090273
  nChanged 74
		SP:Iteration 17Q (64503.340000 sec): 3 clusters
  Score: Raw -527350.258400 + Penalty 2839.828504 = -524510.429896
  nChanged 71
		SP:Iteration 18Q (64503.550000 sec): 3 clusters
  Score: Raw -527379.319807 + Penalty 2839.828504 = -524539.491303
  nChanged 72
		SP:Iteration 19Q (64503.710000 sec): 3 clusters
  Score: Raw -527401.602664 + Penalty 2839.828504 = -524561.774160
  nChanged 59
		SP:Iteration 20F (64503.910000 sec): 3 clusters
  Score: Raw -527418.008595 + Penalty 2839.828504 = -524578.180091
  nChanged 48
		SP:Iteration 21Q (64504.020000 sec): 3 clusters
  Score: Raw -527430.152470 + Penalty 2839.828504 = -524590.323966
  nChanged 40
		SP:Iteration 22Q (64504.130000 sec): 3 clusters
  Score: Raw -527438.562328 + Penalty 2839.828504 = -524598.733824
  nChanged 32
		SP:Iteration 23Q (64504.230000 sec): 3 clusters
  Score: Raw -527444.981814 + Penalty 2839.828504 = -524605.153310
  nChanged 31
		SP:Iteration 24Q (64504.340000 sec): 3 clusters
  Score: Raw -527450.936618 + Penalty 2839.828504 = -524611.108115
  nChanged 23
		SP:Iteration 25Q (64504.440000 sec): 3 clusters
  Score: Raw -527456.108972 + Penalty 2839.828504 = -524616.280468
  nChanged 20
		SP:Iteration 26Q (64504.630000 sec): 3 clusters
  Score: Raw -527460.394536 + Penalty 2839.828504 = -524620.566032
  nChanged 14
		SP:Iteration 27Q (64504.850000 sec): 3 clusters
  Score: Raw -527462.752643 + Penalty 2839.828504 = -524622.924140
  nChanged 11
		SP:Iteration 28Q (64505.010000 sec): 3 clusters
  Score: Raw -527464.576857 + Penalty 2839.828504 = -524624.748354
  nChanged 11
		SP:Iteration 29Q (64505.190000 sec): 3 clusters
  Score: Raw -527467.280379 + Penalty 2839.828504 = -524627.451875
  nChanged 12
		SP:Iteration 30Q (64505.330000 sec): 3 clusters
  Score: Raw -527469.255457 + Penalty 2839.828504 = -524629.426953
  nChanged 9
		SP:Iteration 31Q (64505.490000 sec): 3 clusters
  Score: Raw -527470.556741 + Penalty 2839.828504 = -524630.728237
  nChanged 6
		SP:Iteration 32Q (64505.590000 sec): 3 clusters
  Score: Raw -527471.518497 + Penalty 2839.828504 = -524631.689993
  nChanged 9
		SP:Iteration 33Q (64505.770000 sec): 3 clusters
  Score: Raw -527473.108503 + Penalty 2839.828504 = -524633.279999
  nChanged 7
		SP:Iteration 34Q (64505.870000 sec): 3 clusters
  Score: Raw -527474.231788 + Penalty 2839.828504 = -524634.403284
  nChanged 8
		SP:Iteration 35Q (64505.990000 sec): 3 clusters
  Score: Raw -527475.356850 + Penalty 2839.828504 = -524635.528346
  nChanged 8
		SP:Iteration 36Q (64506.100000 sec): 3 clusters
  Score: Raw -527476.372418 + Penalty 2839.828504 = -524636.543914
  nChanged 7
		SP:Iteration 37Q (64506.320000 sec): 3 clusters
  Score: Raw -527477.381150 + Penalty 2839.828504 = -524637.552646
  nChanged 6
		SP:Iteration 38Q (64506.450000 sec): 3 clusters
  Score: Raw -527477.926707 + Penalty 2839.828504 = -524638.098203
  nChanged 3
		SP:Iteration 39Q (64506.670000 sec): 3 clusters
  Score: Raw -527478.288578 + Penalty 2839.828504 = -524638.460074
  nChanged 4
		SP:Iteration 40F (64506.830000 sec): 3 clusters
  Score: Raw -527479.099585 + Penalty 2839.828504 = -524639.271081
  nChanged 4
		SP:Iteration 41Q (64506.990000 sec): 3 clusters
  Score: Raw -527479.589085 + Penalty 2839.828504 = -524639.760581
  nChanged 3
		SP:Iteration 42Q (64507.160000 sec): 3 clusters
  Score: Raw -527480.126239 + Penalty 2839.828504 = -524640.297735
  nChanged 3
		SP:Iteration 43Q (64507.330000 sec): 3 clusters
  Score: Raw -527480.439700 + Penalty 2839.828504 = -524640.611196
  nChanged 2
		SP:Iteration 44Q (64507.490000 sec): 3 clusters
  Score: Raw -527480.598376 + Penalty 2839.828504 = -524640.769873
  nChanged 0
		SP:Iteration 45F (64507.650000 sec): 3 clusters
  Score: Raw -527480.598376 + Penalty 2839.828504 = -524640.769873
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 101 (2998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64507.750000 sec): 2 clusters
  Score: Raw -227110.375864 + Penalty 1300.926360 = -225809.449504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64507.920000 sec): 3 clusters
  Score: Raw -225698.220130 + Penalty 2601.852721 = -223096.367409
  nChanged 1127
		SP:Iteration 1F (64508.100000 sec): 3 clusters
  Score: Raw -226425.501172 + Penalty 2601.852721 = -223823.648452
  nChanged 252
		SP:Iteration 2F (64508.270000 sec): 3 clusters
  Score: Raw -226625.219851 + Penalty 2601.852721 = -224023.367131
  nChanged 198
		SP:Iteration 3F (64508.450000 sec): 3 clusters
  Score: Raw -226770.963203 + Penalty 2601.852721 = -224169.110483
  nChanged 142
		SP:Iteration 4Q (64508.630000 sec): 3 clusters
  Score: Raw -226862.969666 + Penalty 2601.852721 = -224261.116945
  nChanged 107
		SP:Iteration 5Q (64508.800000 sec): 3 clusters
  Score: Raw -226936.778121 + Penalty 2601.852721 = -224334.925400
  nChanged 99
		SP:Iteration 6Q (64508.970000 sec): 3 clusters
  Score: Raw -227005.587786 + Penalty 2601.852721 = -224403.735066
  nChanged 93
		SP:Iteration 7Q (64509.150000 sec): 3 clusters
  Score: Raw -227084.231664 + Penalty 2601.852721 = -224482.378943
  nChanged 83
		SP:Iteration 8Q (64509.250000 sec): 3 clusters
  Score: Raw -227133.342768 + Penalty 2601.852721 = -224531.490047
  nChanged 64
		SP:Iteration 9Q (64509.310000 sec): 3 clusters
  Score: Raw -227175.604342 + Penalty 2601.852721 = -224573.751621
  nChanged 57
		SP:Iteration 10Q (64509.370000 sec): 3 clusters
  Score: Raw -227205.629653 + Penalty 2601.852721 = -224603.776932
  nChanged 46
		SP:Iteration 11Q (64509.430000 sec): 3 clusters
  Score: Raw -227227.193944 + Penalty 2601.852721 = -224625.341224
  nChanged 50
		SP:Iteration 12Q (64509.480000 sec): 3 clusters
  Score: Raw -227251.728556 + Penalty 2601.852721 = -224649.875835
  nChanged 38
		SP:Iteration 13Q (64509.540000 sec): 3 clusters
  Score: Raw -227267.285254 + Penalty 2601.852721 = -224665.432534
  nChanged 31
		SP:Iteration 14Q (64509.600000 sec): 3 clusters
  Score: Raw -227281.094360 + Penalty 2601.852721 = -224679.241640
  nChanged 27
		SP:Iteration 15Q (64509.660000 sec): 3 clusters
  Score: Raw -227293.377789 + Penalty 2601.852721 = -224691.525069
  nChanged 24
		SP:Iteration 16Q (64509.720000 sec): 3 clusters
  Score: Raw -227304.352816 + Penalty 2601.852721 = -224702.500095
  nChanged 25
		SP:Iteration 17Q (64509.780000 sec): 3 clusters
  Score: Raw -227315.438996 + Penalty 2601.852721 = -224713.586276
  nChanged 19
		SP:Iteration 18Q (64509.830000 sec): 3 clusters
  Score: Raw -227323.500745 + Penalty 2601.852721 = -224721.648025
  nChanged 18
		SP:Iteration 19Q (64509.890000 sec): 3 clusters
  Score: Raw -227328.473132 + Penalty 2601.852721 = -224726.620412
  nChanged 9
		SP:Iteration 20F (64509.950000 sec): 3 clusters
  Score: Raw -227332.171130 + Penalty 2601.852721 = -224730.318410
  nChanged 12
		SP:Iteration 21Q (64510.010000 sec): 3 clusters
  Score: Raw -227336.629425 + Penalty 2601.852721 = -224734.776705
  nChanged 10
		SP:Iteration 22Q (64510.070000 sec): 3 clusters
  Score: Raw -227340.809569 + Penalty 2601.852721 = -224738.956848
  nChanged 9
		SP:Iteration 23Q (64510.130000 sec): 3 clusters
  Score: Raw -227344.412356 + Penalty 2601.852721 = -224742.559636
  nChanged 14
		SP:Iteration 24Q (64510.190000 sec): 3 clusters
  Score: Raw -227349.520970 + Penalty 2601.852721 = -224747.668250
  nChanged 10
		SP:Iteration 25Q (64510.250000 sec): 3 clusters
  Score: Raw -227352.563162 + Penalty 2601.852721 = -224750.710441
  nChanged 12
		SP:Iteration 26Q (64510.300000 sec): 3 clusters
  Score: Raw -227356.127781 + Penalty 2601.852721 = -224754.275060
  nChanged 11
		SP:Iteration 27Q (64510.360000 sec): 3 clusters
  Score: Raw -227359.078527 + Penalty 2601.852721 = -224757.225807
  nChanged 10
		SP:Iteration 28Q (64510.420000 sec): 3 clusters
  Score: Raw -227363.360709 + Penalty 2601.852721 = -224761.507988
  nChanged 6
		SP:Iteration 29Q (64510.480000 sec): 3 clusters
  Score: Raw -227364.737866 + Penalty 2601.852721 = -224762.885146
  nChanged 5
		SP:Iteration 30Q (64510.540000 sec): 3 clusters
  Score: Raw -227365.668178 + Penalty 2601.852721 = -224763.815458
  nChanged 3
		SP:Iteration 31Q (64510.600000 sec): 3 clusters
  Score: Raw -227366.179053 + Penalty 2601.852721 = -224764.326332
  nChanged 2
		SP:Iteration 32Q (64510.650000 sec): 3 clusters
  Score: Raw -227367.298213 + Penalty 2601.852721 = -224765.445492
  nChanged 5
		SP:Iteration 33Q (64510.710000 sec): 3 clusters
  Score: Raw -227369.004633 + Penalty 2601.852721 = -224767.151912
  nChanged 4
		SP:Iteration 34Q (64510.770000 sec): 3 clusters
  Score: Raw -227369.859004 + Penalty 2601.852721 = -224768.006283
  nChanged 6
		SP:Iteration 35Q (64510.830000 sec): 3 clusters
  Score: Raw -227371.038109 + Penalty 2601.852721 = -224769.185389
  nChanged 3
		SP:Iteration 36Q (64510.890000 sec): 3 clusters
  Score: Raw -227371.772740 + Penalty 2601.852721 = -224769.920020
  nChanged 2
		SP:Iteration 37Q (64510.950000 sec): 3 clusters
  Score: Raw -227372.355603 + Penalty 2601.852721 = -224770.502882
  nChanged 4
		SP:Iteration 38Q (64511.010000 sec): 3 clusters
  Score: Raw -227373.926950 + Penalty 2601.852721 = -224772.074229
  nChanged 3
		SP:Iteration 39Q (64511.070000 sec): 3 clusters
  Score: Raw -227374.937359 + Penalty 2601.852721 = -224773.084638
  nChanged 2
		SP:Iteration 40F (64511.120000 sec): 3 clusters
  Score: Raw -227375.463399 + Penalty 2601.852721 = -224773.610679
  nChanged 2
		SP:Iteration 41Q (64511.300000 sec): 3 clusters
  Score: Raw -227375.875360 + Penalty 2601.852721 = -224774.022640
  nChanged 2
		SP:Iteration 42Q (64511.470000 sec): 3 clusters
  Score: Raw -227376.986151 + Penalty 2601.852721 = -224775.133431
  nChanged 3
		SP:Iteration 43Q (64511.650000 sec): 3 clusters
  Score: Raw -227377.857726 + Penalty 2601.852721 = -224776.005005
  nChanged 1
		SP:Iteration 44Q (64511.830000 sec): 3 clusters
  Score: Raw -227378.290067 + Penalty 2601.852721 = -224776.437347
  nChanged 0
		SP:Iteration 45F (64511.970000 sec): 3 clusters
  Score: Raw -227378.290067 + Penalty 2601.852721 = -224776.437347
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 102 (2141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64512.040000 sec): 2 clusters
  Score: Raw -167581.415575 + Penalty 1246.217097 = -166335.198478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64512.080000 sec): 3 clusters
  Score: Raw -166696.742160 + Penalty 2492.434194 = -164204.307966
  nChanged 765
		SP:Iteration 1F (64512.130000 sec): 3 clusters
  Score: Raw -167216.634573 + Penalty 2492.434194 = -164724.200380
  nChanged 173
		SP:Iteration 2F (64512.170000 sec): 3 clusters
  Score: Raw -167329.635962 + Penalty 2492.434194 = -164837.201768
  nChanged 117
		SP:Iteration 3F (64512.220000 sec): 3 clusters
  Score: Raw -167416.417651 + Penalty 2492.434194 = -164923.983457
  nChanged 90
		SP:Iteration 4Q (64512.260000 sec): 3 clusters
  Score: Raw -167490.591361 + Penalty 2492.434194 = -164998.157167
  nChanged 75
		SP:Iteration 5Q (64512.300000 sec): 3 clusters
  Score: Raw -167544.435726 + Penalty 2492.434194 = -165052.001532
  nChanged 53
		SP:Iteration 6Q (64512.350000 sec): 3 clusters
  Score: Raw -167586.516132 + Penalty 2492.434194 = -165094.081938
  nChanged 37
		SP:Iteration 7Q (64512.390000 sec): 3 clusters
  Score: Raw -167612.779157 + Penalty 2492.434194 = -165120.344963
  nChanged 41
		SP:Iteration 8Q (64512.430000 sec): 3 clusters
  Score: Raw -167645.941051 + Penalty 2492.434194 = -165153.506857
  nChanged 53
		SP:Iteration 9Q (64512.470000 sec): 3 clusters
  Score: Raw -167683.329429 + Penalty 2492.434194 = -165190.895235
  nChanged 39
		SP:Iteration 10Q (64512.520000 sec): 3 clusters
  Score: Raw -167707.929431 + Penalty 2492.434194 = -165215.495238
  nChanged 38
		SP:Iteration 11Q (64512.560000 sec): 3 clusters
  Score: Raw -167733.377321 + Penalty 2492.434194 = -165240.943127
  nChanged 35
		SP:Iteration 12Q (64512.600000 sec): 3 clusters
  Score: Raw -167758.108152 + Penalty 2492.434194 = -165265.673958
  nChanged 31
		SP:Iteration 13Q (64512.650000 sec): 3 clusters
  Score: Raw -167783.832185 + Penalty 2492.434194 = -165291.397992
  nChanged 32
		SP:Iteration 14Q (64512.690000 sec): 3 clusters
  Score: Raw -167810.159998 + Penalty 2492.434194 = -165317.725805
  nChanged 22
		SP:Iteration 15Q (64512.730000 sec): 3 clusters
  Score: Raw -167826.810451 + Penalty 2492.434194 = -165334.376257
  nChanged 23
		SP:Iteration 16Q (64512.770000 sec): 3 clusters
  Score: Raw -167839.859365 + Penalty 2492.434194 = -165347.425172
  nChanged 9
		SP:Iteration 17Q (64512.810000 sec): 3 clusters
  Score: Raw -167844.003797 + Penalty 2492.434194 = -165351.569603
  nChanged 8
		SP:Iteration 18Q (64512.860000 sec): 3 clusters
  Score: Raw -167850.585593 + Penalty 2492.434194 = -165358.151400
  nChanged 12
		SP:Iteration 19Q (64512.900000 sec): 3 clusters
  Score: Raw -167859.824883 + Penalty 2492.434194 = -165367.390689
  nChanged 18
		SP:Iteration 20F (64512.940000 sec): 3 clusters
  Score: Raw -167870.045268 + Penalty 2492.434194 = -165377.611074
  nChanged 18
		SP:Iteration 21Q (64512.990000 sec): 3 clusters
  Score: Raw -167878.428989 + Penalty 2492.434194 = -165385.994795
  nChanged 7
		SP:Iteration 22Q (64513.030000 sec): 3 clusters
  Score: Raw -167882.922518 + Penalty 2492.434194 = -165390.488324
  nChanged 5
		SP:Iteration 23Q (64513.070000 sec): 3 clusters
  Score: Raw -167885.249936 + Penalty 2492.434194 = -165392.815742
  nChanged 5
		SP:Iteration 24Q (64513.110000 sec): 3 clusters
  Score: Raw -167887.659431 + Penalty 2492.434194 = -165395.225237
  nChanged 3
		SP:Iteration 25Q (64513.150000 sec): 3 clusters
  Score: Raw -167889.278474 + Penalty 2492.434194 = -165396.844280
  nChanged 2
		SP:Iteration 26Q (64513.200000 sec): 3 clusters
  Score: Raw -167890.118802 + Penalty 2492.434194 = -165397.684608
  nChanged 0
		SP:Iteration 27F (64513.240000 sec): 3 clusters
  Score: Raw -167890.118802 + Penalty 2492.434194 = -165397.684608
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 103 (4352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64513.380000 sec): 2 clusters
  Score: Raw -361563.338246 + Penalty 1361.488503 = -360201.849742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64513.520000 sec): 3 clusters
  Score: Raw -359335.316306 + Penalty 2722.977006 = -356612.339299
  nChanged 1771
		SP:Iteration 1F (64513.750000 sec): 3 clusters
  Score: Raw -360433.448633 + Penalty 2722.977006 = -357710.471627
  nChanged 411
		SP:Iteration 2F (64513.900000 sec): 3 clusters
  Score: Raw -360789.423701 + Penalty 2722.977006 = -358066.446695
  nChanged 333
		SP:Iteration 3F (64514.080000 sec): 3 clusters
  Score: Raw -361058.861566 + Penalty 2722.977006 = -358335.884560
  nChanged 258
		SP:Iteration 4F (64514.260000 sec): 3 clusters
  Score: Raw -361269.208003 + Penalty 2722.977006 = -358546.230997
  nChanged 205
		SP:Iteration 5Q (64514.440000 sec): 3 clusters
  Score: Raw -361448.023862 + Penalty 2722.977006 = -358725.046856
  nChanged 203
		SP:Iteration 6Q (64514.590000 sec): 3 clusters
  Score: Raw -361587.714597 + Penalty 2722.977006 = -358864.737591
  nChanged 155
		SP:Iteration 7Q (64514.680000 sec): 3 clusters
  Score: Raw -361694.922099 + Penalty 2722.977006 = -358971.945092
  nChanged 129
		SP:Iteration 8Q (64514.760000 sec): 3 clusters
  Score: Raw -361769.831677 + Penalty 2722.977006 = -359046.854670
  nChanged 95
		SP:Iteration 9Q (64514.840000 sec): 3 clusters
  Score: Raw -361819.627298 + Penalty 2722.977006 = -359096.650291
  nChanged 70
		SP:Iteration 10Q (64514.920000 sec): 3 clusters
  Score: Raw -361854.916717 + Penalty 2722.977006 = -359131.939711
  nChanged 82
		SP:Iteration 11Q (64515.000000 sec): 3 clusters
  Score: Raw -361890.330210 + Penalty 2722.977006 = -359167.353204
  nChanged 67
		SP:Iteration 12Q (64515.090000 sec): 3 clusters
  Score: Raw -361921.799633 + Penalty 2722.977006 = -359198.822627
  nChanged 68
		SP:Iteration 13Q (64515.170000 sec): 3 clusters
  Score: Raw -361952.056098 + Penalty 2722.977006 = -359229.079092
  nChanged 68
		SP:Iteration 14Q (64515.250000 sec): 3 clusters
  Score: Raw -361983.753726 + Penalty 2722.977006 = -359260.776719
  nChanged 51
		SP:Iteration 15Q (64515.340000 sec): 3 clusters
  Score: Raw -362004.735975 + Penalty 2722.977006 = -359281.758969
  nChanged 40
		SP:Iteration 16Q (64515.550000 sec): 3 clusters
  Score: Raw -362017.263791 + Penalty 2722.977006 = -359294.286784
  nChanged 22
		SP:Iteration 17Q (64515.670000 sec): 3 clusters
  Score: Raw -362022.929045 + Penalty 2722.977006 = -359299.952039
  nChanged 20
		SP:Iteration 18Q (64515.760000 sec): 3 clusters
  Score: Raw -362030.930638 + Penalty 2722.977006 = -359307.953632
  nChanged 14
		SP:Iteration 19Q (64515.840000 sec): 3 clusters
  Score: Raw -362037.438356 + Penalty 2722.977006 = -359314.461350
  nChanged 21
		SP:Iteration 20F (64515.920000 sec): 3 clusters
  Score: Raw -362044.306152 + Penalty 2722.977006 = -359321.329145
  nChanged 17
		SP:Iteration 21Q (64516.000000 sec): 3 clusters
  Score: Raw -362048.908274 + Penalty 2722.977006 = -359325.931268
  nChanged 16
		SP:Iteration 22Q (64516.180000 sec): 3 clusters
  Score: Raw -362052.383456 + Penalty 2722.977006 = -359329.406450
  nChanged 10
		SP:Iteration 23Q (64516.360000 sec): 3 clusters
  Score: Raw -362054.395554 + Penalty 2722.977006 = -359331.418548
  nChanged 9
		SP:Iteration 24Q (64516.540000 sec): 3 clusters
  Score: Raw -362056.448125 + Penalty 2722.977006 = -359333.471119
  nChanged 11
		SP:Iteration 25Q (64516.710000 sec): 3 clusters
  Score: Raw -362059.406498 + Penalty 2722.977006 = -359336.429492
  nChanged 10
		SP:Iteration 26Q (64516.890000 sec): 3 clusters
  Score: Raw -362061.394723 + Penalty 2722.977006 = -359338.417717
  nChanged 6
		SP:Iteration 27Q (64517.060000 sec): 3 clusters
  Score: Raw -362063.536085 + Penalty 2722.977006 = -359340.559079
  nChanged 11
		SP:Iteration 28Q (64517.170000 sec): 3 clusters
  Score: Raw -362066.525762 + Penalty 2722.977006 = -359343.548756
  nChanged 8
		SP:Iteration 29Q (64517.260000 sec): 3 clusters
  Score: Raw -362069.303843 + Penalty 2722.977006 = -359346.326837
  nChanged 10
		SP:Iteration 30Q (64517.340000 sec): 3 clusters
  Score: Raw -362071.857015 + Penalty 2722.977006 = -359348.880009
  nChanged 16
		SP:Iteration 31Q (64517.510000 sec): 3 clusters
  Score: Raw -362075.815364 + Penalty 2722.977006 = -359352.838357
  nChanged 17
		SP:Iteration 32Q (64517.690000 sec): 3 clusters
  Score: Raw -362080.612007 + Penalty 2722.977006 = -359357.635001
  nChanged 15
		SP:Iteration 33Q (64517.840000 sec): 3 clusters
  Score: Raw -362085.798615 + Penalty 2722.977006 = -359362.821609
  nChanged 14
		SP:Iteration 34Q (64517.920000 sec): 3 clusters
  Score: Raw -362089.137999 + Penalty 2722.977006 = -359366.160992
  nChanged 11
		SP:Iteration 35Q (64518.000000 sec): 3 clusters
  Score: Raw -362091.710396 + Penalty 2722.977006 = -359368.733390
  nChanged 12
		SP:Iteration 36Q (64518.090000 sec): 3 clusters
  Score: Raw -362095.980233 + Penalty 2722.977006 = -359373.003227
  nChanged 15
		SP:Iteration 37Q (64518.170000 sec): 3 clusters
  Score: Raw -362100.318655 + Penalty 2722.977006 = -359377.341649
  nChanged 9
		SP:Iteration 38Q (64518.250000 sec): 3 clusters
  Score: Raw -362103.115402 + Penalty 2722.977006 = -359380.138396
  nChanged 10
		SP:Iteration 39Q (64518.330000 sec): 3 clusters
  Score: Raw -362105.818014 + Penalty 2722.977006 = -359382.841008
  nChanged 9
		SP:Iteration 40F (64518.420000 sec): 3 clusters
  Score: Raw -362108.479504 + Penalty 2722.977006 = -359385.502497
  nChanged 5
		SP:Iteration 41Q (64518.500000 sec): 3 clusters
  Score: Raw -362109.886387 + Penalty 2722.977006 = -359386.909381
  nChanged 9
		SP:Iteration 42Q (64518.580000 sec): 3 clusters
  Score: Raw -362113.989328 + Penalty 2722.977006 = -359391.012322
  nChanged 8
		SP:Iteration 43Q (64518.660000 sec): 3 clusters
  Score: Raw -362116.825609 + Penalty 2722.977006 = -359393.848603
  nChanged 9
		SP:Iteration 44Q (64518.740000 sec): 3 clusters
  Score: Raw -362120.169279 + Penalty 2722.977006 = -359397.192273
  nChanged 12
		SP:Iteration 45Q (64518.940000 sec): 3 clusters
  Score: Raw -362124.700849 + Penalty 2722.977006 = -359401.723843
  nChanged 13
		SP:Iteration 46Q (64519.110000 sec): 3 clusters
  Score: Raw -362128.796587 + Penalty 2722.977006 = -359405.819581
  nChanged 6
		SP:Iteration 47Q (64519.290000 sec): 3 clusters
  Score: Raw -362130.879258 + Penalty 2722.977006 = -359407.902252
  nChanged 10
		SP:Iteration 48Q (64519.460000 sec): 3 clusters
  Score: Raw -362133.618273 + Penalty 2722.977006 = -359410.641267
  nChanged 10
		SP:Iteration 49Q (64519.640000 sec): 3 clusters
  Score: Raw -362135.367343 + Penalty 2722.977006 = -359412.390337
  nChanged 4
		SP:Iteration 50Q (64519.820000 sec): 3 clusters
  Score: Raw -362136.046484 + Penalty 2722.977006 = -359413.069477
  nChanged 2
		SP:Iteration 51Q (64519.900000 sec): 3 clusters
  Score: Raw -362136.247880 + Penalty 2722.977006 = -359413.270874
  nChanged 0
		SP:Iteration 52F (64519.980000 sec): 3 clusters
  Score: Raw -362136.247880 + Penalty 2722.977006 = -359413.270874
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 104 (2086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64520.040000 sec): 2 clusters
  Score: Raw -168702.189328 + Penalty 1241.988091 = -167460.201237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64520.080000 sec): 3 clusters
  Score: Raw -167783.052901 + Penalty 2483.976182 = -165299.076720
  nChanged 735
		SP:Iteration 1F (64520.130000 sec): 3 clusters
  Score: Raw -168285.795733 + Penalty 2483.976182 = -165801.819552
  nChanged 178
		SP:Iteration 2F (64520.170000 sec): 3 clusters
  Score: Raw -168410.641943 + Penalty 2483.976182 = -165926.665761
  nChanged 107
		SP:Iteration 3F (64520.210000 sec): 3 clusters
  Score: Raw -168497.328099 + Penalty 2483.976182 = -166013.351918
  nChanged 85
		SP:Iteration 4Q (64520.260000 sec): 3 clusters
  Score: Raw -168563.503175 + Penalty 2483.976182 = -166079.526993
  nChanged 62
		SP:Iteration 5Q (64520.300000 sec): 3 clusters
  Score: Raw -168614.928418 + Penalty 2483.976182 = -166130.952236
  nChanged 73
		SP:Iteration 6Q (64520.340000 sec): 3 clusters
  Score: Raw -168669.929438 + Penalty 2483.976182 = -166185.953257
  nChanged 44
		SP:Iteration 7Q (64520.380000 sec): 3 clusters
  Score: Raw -168695.766320 + Penalty 2483.976182 = -166211.790138
  nChanged 37
		SP:Iteration 8Q (64520.420000 sec): 3 clusters
  Score: Raw -168720.456697 + Penalty 2483.976182 = -166236.480515
  nChanged 29
		SP:Iteration 9Q (64520.470000 sec): 3 clusters
  Score: Raw -168731.737662 + Penalty 2483.976182 = -166247.761481
  nChanged 16
		SP:Iteration 10Q (64520.510000 sec): 3 clusters
  Score: Raw -168738.030203 + Penalty 2483.976182 = -166254.054022
  nChanged 12
		SP:Iteration 11Q (64520.560000 sec): 3 clusters
  Score: Raw -168743.148936 + Penalty 2483.976182 = -166259.172755
  nChanged 8
		SP:Iteration 12Q (64520.600000 sec): 3 clusters
  Score: Raw -168746.633147 + Penalty 2483.976182 = -166262.656966
  nChanged 7
		SP:Iteration 13Q (64520.640000 sec): 3 clusters
  Score: Raw -168749.607314 + Penalty 2483.976182 = -166265.631133
  nChanged 8
		SP:Iteration 14Q (64520.690000 sec): 3 clusters
  Score: Raw -168752.524017 + Penalty 2483.976182 = -166268.547836
  nChanged 7
		SP:Iteration 15Q (64520.730000 sec): 3 clusters
  Score: Raw -168755.649676 + Penalty 2483.976182 = -166271.673494
  nChanged 3
		SP:Iteration 16Q (64520.770000 sec): 3 clusters
  Score: Raw -168756.926442 + Penalty 2483.976182 = -166272.950260
  nChanged 3
		SP:Iteration 17Q (64520.810000 sec): 3 clusters
  Score: Raw -168757.589630 + Penalty 2483.976182 = -166273.613449
  nChanged 1
		SP:Iteration 18Q (64520.850000 sec): 3 clusters
  Score: Raw -168757.965210 + Penalty 2483.976182 = -166273.989028
  nChanged 1
		SP:Iteration 19Q (64520.890000 sec): 3 clusters
  Score: Raw -168758.282443 + Penalty 2483.976182 = -166274.306262
  nChanged 1
		SP:Iteration 20F (64520.940000 sec): 3 clusters
  Score: Raw -168758.563216 + Penalty 2483.976182 = -166274.587035
  nChanged 2
		SP:Iteration 21Q (64520.980000 sec): 3 clusters
  Score: Raw -168759.490125 + Penalty 2483.976182 = -166275.513943
  nChanged 1
		SP:Iteration 22Q (64521.020000 sec): 3 clusters
  Score: Raw -168759.650810 + Penalty 2483.976182 = -166275.674629
  nChanged 1
		SP:Iteration 23Q (64521.070000 sec): 3 clusters
  Score: Raw -168759.898881 + Penalty 2483.976182 = -166275.922700
  nChanged 1
		SP:Iteration 24Q (64521.110000 sec): 3 clusters
  Score: Raw -168760.083235 + Penalty 2483.976182 = -166276.107053
  nChanged 0
		SP:Iteration 25F (64521.150000 sec): 3 clusters
  Score: Raw -168760.083235 + Penalty 2483.976182 = -166276.107053
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 105 (2239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64521.210000 sec): 2 clusters
  Score: Raw -189844.509438 + Penalty 1253.490000 = -188591.019438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64521.260000 sec): 3 clusters
  Score: Raw -188846.131825 + Penalty 2506.980000 = -186339.151825
  nChanged 826
		SP:Iteration 1F (64521.300000 sec): 3 clusters
  Score: Raw -189405.103285 + Penalty 2506.980000 = -186898.123285
  nChanged 207
		SP:Iteration 2F (64521.350000 sec): 3 clusters
  Score: Raw -189584.539947 + Penalty 2506.980000 = -187077.559947
  nChanged 157
		SP:Iteration 3F (64521.390000 sec): 3 clusters
  Score: Raw -189745.934841 + Penalty 2506.980000 = -187238.954840
  nChanged 126
		SP:Iteration 4F (64521.430000 sec): 3 clusters
  Score: Raw -189848.013445 + Penalty 2506.980000 = -187341.033445
  nChanged 92
		SP:Iteration 5Q (64521.470000 sec): 3 clusters
  Score: Raw -189932.954252 + Penalty 2506.980000 = -187425.974251
  nChanged 90
		SP:Iteration 6Q (64521.520000 sec): 3 clusters
  Score: Raw -190012.448397 + Penalty 2506.980000 = -187505.468397
  nChanged 81
		SP:Iteration 7Q (64521.560000 sec): 3 clusters
  Score: Raw -190078.565027 + Penalty 2506.980000 = -187571.585027
  nChanged 57
		SP:Iteration 8Q (64521.610000 sec): 3 clusters
  Score: Raw -190142.265531 + Penalty 2506.980000 = -187635.285530
  nChanged 49
		SP:Iteration 9Q (64521.650000 sec): 3 clusters
  Score: Raw -190187.496126 + Penalty 2506.980000 = -187680.516126
  nChanged 52
		SP:Iteration 10Q (64521.700000 sec): 3 clusters
  Score: Raw -190219.462412 + Penalty 2506.980000 = -187712.482411
  nChanged 43
		SP:Iteration 11Q (64521.740000 sec): 3 clusters
  Score: Raw -190247.250317 + Penalty 2506.980000 = -187740.270316
  nChanged 25
		SP:Iteration 12Q (64521.790000 sec): 3 clusters
  Score: Raw -190260.333650 + Penalty 2506.980000 = -187753.353650
  nChanged 19
		SP:Iteration 13Q (64521.830000 sec): 3 clusters
  Score: Raw -190273.956337 + Penalty 2506.980000 = -187766.976337
  nChanged 18
		SP:Iteration 14Q (64521.870000 sec): 3 clusters
  Score: Raw -190283.225872 + Penalty 2506.980000 = -187776.245871
  nChanged 14
		SP:Iteration 15Q (64521.910000 sec): 3 clusters
  Score: Raw -190289.613153 + Penalty 2506.980000 = -187782.633152
  nChanged 5
		SP:Iteration 16Q (64521.960000 sec): 3 clusters
  Score: Raw -190293.651386 + Penalty 2506.980000 = -187786.671385
  nChanged 14
		SP:Iteration 17Q (64522.000000 sec): 3 clusters
  Score: Raw -190303.027942 + Penalty 2506.980000 = -187796.047941
  nChanged 12
		SP:Iteration 18Q (64522.040000 sec): 3 clusters
  Score: Raw -190308.972118 + Penalty 2506.980000 = -187801.992117
  nChanged 6
		SP:Iteration 19Q (64522.090000 sec): 3 clusters
  Score: Raw -190311.770398 + Penalty 2506.980000 = -187804.790397
  nChanged 7
		SP:Iteration 20F (64522.130000 sec): 3 clusters
  Score: Raw -190314.991759 + Penalty 2506.980000 = -187808.011758
  nChanged 9
		SP:Iteration 21Q (64522.170000 sec): 3 clusters
  Score: Raw -190318.988065 + Penalty 2506.980000 = -187812.008065
  nChanged 7
		SP:Iteration 22Q (64522.220000 sec): 3 clusters
  Score: Raw -190322.257249 + Penalty 2506.980000 = -187815.277248
  nChanged 4
		SP:Iteration 23Q (64522.260000 sec): 3 clusters
  Score: Raw -190324.355360 + Penalty 2506.980000 = -187817.375360
  nChanged 4
		SP:Iteration 24Q (64522.310000 sec): 3 clusters
  Score: Raw -190326.153991 + Penalty 2506.980000 = -187819.173991
  nChanged 4
		SP:Iteration 25Q (64522.390000 sec): 3 clusters
  Score: Raw -190327.440823 + Penalty 2506.980000 = -187820.460822
  nChanged 3
		SP:Iteration 26Q (64522.450000 sec): 3 clusters
  Score: Raw -190328.541933 + Penalty 2506.980000 = -187821.561932
  nChanged 1
		SP:Iteration 27Q (64522.510000 sec): 3 clusters
  Score: Raw -190328.863803 + Penalty 2506.980000 = -187821.883802
  nChanged 0
		SP:Iteration 28F (64522.550000 sec): 3 clusters
  Score: Raw -190328.863803 + Penalty 2506.980000 = -187821.883802
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 106 (8837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64522.650000 sec): 2 clusters
  Score: Raw -836165.788010 + Penalty 1476.589194 = -834689.198816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64522.860000 sec): 3 clusters
  Score: Raw -831232.505044 + Penalty 2953.178388 = -828279.326657
  nChanged 3729
		SP:Iteration 1F (64523.050000 sec): 3 clusters
  Score: Raw -833330.132182 + Penalty 2953.178388 = -830376.953794
  nChanged 608
		SP:Iteration 2F (64523.240000 sec): 3 clusters
  Score: Raw -833663.539917 + Penalty 2953.178388 = -830710.361529
  nChanged 577
		SP:Iteration 3F (64523.430000 sec): 3 clusters
  Score: Raw -834012.407998 + Penalty 2953.178388 = -831059.229610
  nChanged 537
		SP:Iteration 4F (64523.630000 sec): 3 clusters
  Score: Raw -834327.063278 + Penalty 2953.178388 = -831373.884890
  nChanged 476
		SP:Iteration 5F (64523.820000 sec): 3 clusters
  Score: Raw -834594.423352 + Penalty 2953.178388 = -831641.244964
  nChanged 437
		SP:Iteration 6Q (64524.010000 sec): 3 clusters
  Score: Raw -834827.669199 + Penalty 2953.178388 = -831874.490811
  nChanged 342
		SP:Iteration 7Q (64524.210000 sec): 3 clusters
  Score: Raw -835003.390389 + Penalty 2953.178388 = -832050.212001
  nChanged 285
		SP:Iteration 8Q (64524.390000 sec): 3 clusters
  Score: Raw -835138.325378 + Penalty 2953.178388 = -832185.146991
  nChanged 261
		SP:Iteration 9Q (64524.530000 sec): 3 clusters
  Score: Raw -835263.030980 + Penalty 2953.178388 = -832309.852593
  nChanged 238
		SP:Iteration 10Q (64524.670000 sec): 3 clusters
  Score: Raw -835349.431531 + Penalty 2953.178388 = -832396.253143
  nChanged 179
		SP:Iteration 11Q (64524.900000 sec): 3 clusters
  Score: Raw -835410.698879 + Penalty 2953.178388 = -832457.520491
  nChanged 157
		SP:Iteration 12Q (64525.100000 sec): 3 clusters
  Score: Raw -835456.654063 + Penalty 2953.178388 = -832503.475675
  nChanged 112
		SP:Iteration 13Q (64525.290000 sec): 3 clusters
  Score: Raw -835488.271928 + Penalty 2953.178388 = -832535.093540
  nChanged 115
		SP:Iteration 14Q (64525.480000 sec): 3 clusters
  Score: Raw -835521.902427 + Penalty 2953.178388 = -832568.724039
  nChanged 80
		SP:Iteration 15Q (64525.670000 sec): 3 clusters
  Score: Raw -835541.351616 + Penalty 2953.178388 = -832588.173228
  nChanged 78
		SP:Iteration 16Q (64525.860000 sec): 3 clusters
  Score: Raw -835562.443014 + Penalty 2953.178388 = -832609.264626
  nChanged 82
		SP:Iteration 17Q (64526.050000 sec): 3 clusters
  Score: Raw -835580.737280 + Penalty 2953.178388 = -832627.558892
  nChanged 63
		SP:Iteration 18Q (64526.250000 sec): 3 clusters
  Score: Raw -835593.786313 + Penalty 2953.178388 = -832640.607925
  nChanged 59
		SP:Iteration 19Q (64526.440000 sec): 3 clusters
  Score: Raw -835605.328472 + Penalty 2953.178388 = -832652.150084
  nChanged 53
		SP:Iteration 20F (64526.630000 sec): 3 clusters
  Score: Raw -835614.364126 + Penalty 2953.178388 = -832661.185738
  nChanged 41
		SP:Iteration 21Q (64526.870000 sec): 3 clusters
  Score: Raw -835621.540906 + Penalty 2953.178388 = -832668.362518
  nChanged 28
		SP:Iteration 22Q (64527.060000 sec): 3 clusters
  Score: Raw -835627.022268 + Penalty 2953.178388 = -832673.843881
  nChanged 39
		SP:Iteration 23Q (64527.250000 sec): 3 clusters
  Score: Raw -835632.739595 + Penalty 2953.178388 = -832679.561208
  nChanged 25
		SP:Iteration 24Q (64527.450000 sec): 3 clusters
  Score: Raw -835635.871257 + Penalty 2953.178388 = -832682.692869
  nChanged 20
		SP:Iteration 25Q (64527.640000 sec): 3 clusters
  Score: Raw -835638.984262 + Penalty 2953.178388 = -832685.805874
  nChanged 22
		SP:Iteration 26Q (64527.830000 sec): 3 clusters
  Score: Raw -835642.016408 + Penalty 2953.178388 = -832688.838020
  nChanged 19
		SP:Iteration 27Q (64528.020000 sec): 3 clusters
  Score: Raw -835644.692663 + Penalty 2953.178388 = -832691.514275
  nChanged 18
		SP:Iteration 28Q (64528.170000 sec): 3 clusters
  Score: Raw -835647.303498 + Penalty 2953.178388 = -832694.125111
  nChanged 19
		SP:Iteration 29Q (64528.310000 sec): 3 clusters
  Score: Raw -835649.538495 + Penalty 2953.178388 = -832696.360107
  nChanged 15
		SP:Iteration 30Q (64528.530000 sec): 3 clusters
  Score: Raw -835651.923671 + Penalty 2953.178388 = -832698.745283
  nChanged 20
		SP:Iteration 31Q (64528.810000 sec): 3 clusters
  Score: Raw -835654.337998 + Penalty 2953.178388 = -832701.159610
  nChanged 18
		SP:Iteration 32Q (64529.010000 sec): 3 clusters
  Score: Raw -835656.550921 + Penalty 2953.178388 = -832703.372533
  nChanged 16
		SP:Iteration 33Q (64529.200000 sec): 3 clusters
  Score: Raw -835659.130657 + Penalty 2953.178388 = -832705.952269
  nChanged 18
		SP:Iteration 34Q (64529.390000 sec): 3 clusters
  Score: Raw -835662.031557 + Penalty 2953.178388 = -832708.853169
  nChanged 24
		SP:Iteration 35Q (64529.580000 sec): 3 clusters
  Score: Raw -835665.802030 + Penalty 2953.178388 = -832712.623642
  nChanged 19
		SP:Iteration 36Q (64529.770000 sec): 3 clusters
  Score: Raw -835668.276414 + Penalty 2953.178388 = -832715.098026
  nChanged 13
		SP:Iteration 37Q (64529.960000 sec): 3 clusters
  Score: Raw -835669.783172 + Penalty 2953.178388 = -832716.604784
  nChanged 12
		SP:Iteration 38Q (64530.160000 sec): 3 clusters
  Score: Raw -835671.702284 + Penalty 2953.178388 = -832718.523896
  nChanged 13
		SP:Iteration 39Q (64530.350000 sec): 3 clusters
  Score: Raw -835673.905640 + Penalty 2953.178388 = -832720.727252
  nChanged 16
		SP:Iteration 40F (64530.540000 sec): 3 clusters
  Score: Raw -835675.589400 + Penalty 2953.178388 = -832722.411012
  nChanged 6
		SP:Iteration 41Q (64530.730000 sec): 3 clusters
  Score: Raw -835676.132757 + Penalty 2953.178388 = -832722.954369
  nChanged 3
		SP:Iteration 42Q (64530.930000 sec): 3 clusters
  Score: Raw -835676.357896 + Penalty 2953.178388 = -832723.179509
  nChanged 2
		SP:Iteration 43Q (64531.120000 sec): 3 clusters
  Score: Raw -835676.564451 + Penalty 2953.178388 = -832723.386063
  nChanged 4
		SP:Iteration 44Q (64531.310000 sec): 3 clusters
  Score: Raw -835676.883284 + Penalty 2953.178388 = -832723.704896
  nChanged 2
		SP:Iteration 45Q (64531.500000 sec): 3 clusters
  Score: Raw -835677.132723 + Penalty 2953.178388 = -832723.954335
  nChanged 5
		SP:Iteration 46Q (64531.740000 sec): 3 clusters
  Score: Raw -835677.657810 + Penalty 2953.178388 = -832724.479422
  nChanged 2
		SP:Iteration 47Q (64531.930000 sec): 3 clusters
  Score: Raw -835677.828140 + Penalty 2953.178388 = -832724.649752
  nChanged 3
		SP:Iteration 48Q (64532.120000 sec): 3 clusters
  Score: Raw -835678.052555 + Penalty 2953.178388 = -832724.874168
  nChanged 4
		SP:Iteration 49Q (64532.360000 sec): 3 clusters
  Score: Raw -835678.564020 + Penalty 2953.178388 = -832725.385632
  nChanged 6
		SP:Iteration 50Q (64532.550000 sec): 3 clusters
  Score: Raw -835679.520890 + Penalty 2953.178388 = -832726.342502
  nChanged 8
		SP:Iteration 51Q (64532.740000 sec): 3 clusters
  Score: Raw -835680.635171 + Penalty 2953.178388 = -832727.456784
  nChanged 4
		SP:Iteration 52Q (64532.980000 sec): 3 clusters
  Score: Raw -835681.286970 + Penalty 2953.178388 = -832728.108582
  nChanged 7
		SP:Iteration 53Q (64533.170000 sec): 3 clusters
  Score: Raw -835682.200078 + Penalty 2953.178388 = -832729.021690
  nChanged 5
		SP:Iteration 54Q (64533.360000 sec): 3 clusters
  Score: Raw -835682.707489 + Penalty 2953.178388 = -832729.529101
  nChanged 4
		SP:Iteration 55Q (64533.560000 sec): 3 clusters
  Score: Raw -835683.024011 + Penalty 2953.178388 = -832729.845623
  nChanged 1
		SP:Iteration 56Q (64533.700000 sec): 3 clusters
  Score: Raw -835683.077787 + Penalty 2953.178388 = -832729.899400
  nChanged 1
		SP:Iteration 57Q (64533.900000 sec): 3 clusters
  Score: Raw -835683.122004 + Penalty 2953.178388 = -832729.943616
  nChanged 0
		SP:Iteration 58F (64534.190000 sec): 3 clusters
  Score: Raw -835683.122004 + Penalty 2953.178388 = -832729.943616
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 107 (7172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64534.320000 sec): 2 clusters
  Score: Raw -644123.345498 + Penalty 1442.665223 = -642680.680275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64534.480000 sec): 3 clusters
  Score: Raw -640222.270233 + Penalty 2885.330446 = -637336.939787
  nChanged 3007
		SP:Iteration 1F (64534.680000 sec): 3 clusters
  Score: Raw -641963.186628 + Penalty 2885.330446 = -639077.856181
  nChanged 558
		SP:Iteration 2F (64534.880000 sec): 3 clusters
  Score: Raw -642293.947442 + Penalty 2885.330446 = -639408.616996
  nChanged 432
		SP:Iteration 3F (64535.080000 sec): 3 clusters
  Score: Raw -642524.275456 + Penalty 2885.330446 = -639638.945010
  nChanged 366
		SP:Iteration 4F (64535.280000 sec): 3 clusters
  Score: Raw -642713.115550 + Penalty 2885.330446 = -639827.785104
  nChanged 310
		SP:Iteration 5Q (64535.480000 sec): 3 clusters
  Score: Raw -642850.922156 + Penalty 2885.330446 = -639965.591710
  nChanged 258
		SP:Iteration 6Q (64535.680000 sec): 3 clusters
  Score: Raw -642964.925679 + Penalty 2885.330446 = -640079.595233
  nChanged 238
		SP:Iteration 7Q (64535.880000 sec): 3 clusters
  Score: Raw -643066.167668 + Penalty 2885.330446 = -640180.837222
  nChanged 207
		SP:Iteration 8Q (64536.000000 sec): 3 clusters
  Score: Raw -643152.406476 + Penalty 2885.330446 = -640267.076030
  nChanged 207
		SP:Iteration 9Q (64536.210000 sec): 3 clusters
  Score: Raw -643240.960196 + Penalty 2885.330446 = -640355.629750
  nChanged 205
		SP:Iteration 10Q (64536.410000 sec): 3 clusters
  Score: Raw -643335.375186 + Penalty 2885.330446 = -640450.044739
  nChanged 198
		SP:Iteration 11Q (64536.620000 sec): 3 clusters
  Score: Raw -643436.240652 + Penalty 2885.330446 = -640550.910206
  nChanged 211
		SP:Iteration 12Q (64536.830000 sec): 3 clusters
  Score: Raw -643543.166807 + Penalty 2885.330446 = -640657.836361
  nChanged 212
		SP:Iteration 13Q (64537.030000 sec): 3 clusters
  Score: Raw -643651.557677 + Penalty 2885.330446 = -640766.227231
  nChanged 199
		SP:Iteration 14Q (64537.230000 sec): 3 clusters
  Score: Raw -643754.126825 + Penalty 2885.330446 = -640868.796379
  nChanged 181
		SP:Iteration 15Q (64537.430000 sec): 3 clusters
  Score: Raw -643845.598892 + Penalty 2885.330446 = -640960.268446
  nChanged 150
		SP:Iteration 16Q (64537.630000 sec): 3 clusters
  Score: Raw -643913.025663 + Penalty 2885.330446 = -641027.695217
  nChanged 128
		SP:Iteration 17Q (64537.840000 sec): 3 clusters
  Score: Raw -643979.286517 + Penalty 2885.330446 = -641093.956071
  nChanged 105
		SP:Iteration 18Q (64538.040000 sec): 3 clusters
  Score: Raw -644041.146764 + Penalty 2885.330446 = -641155.816317
  nChanged 102
		SP:Iteration 19Q (64538.250000 sec): 3 clusters
  Score: Raw -644106.177212 + Penalty 2885.330446 = -641220.846766
  nChanged 108
		SP:Iteration 20F (64538.450000 sec): 3 clusters
  Score: Raw -644175.384137 + Penalty 2885.330446 = -641290.053691
  nChanged 92
		SP:Iteration 21Q (64538.650000 sec): 3 clusters
  Score: Raw -644236.148927 + Penalty 2885.330446 = -641350.818481
  nChanged 76
		SP:Iteration 22Q (64538.850000 sec): 3 clusters
  Score: Raw -644289.922244 + Penalty 2885.330446 = -641404.591797
  nChanged 59
		SP:Iteration 23Q (64539.050000 sec): 3 clusters
  Score: Raw -644332.458668 + Penalty 2885.330446 = -641447.128222
  nChanged 55
		SP:Iteration 24Q (64539.260000 sec): 3 clusters
  Score: Raw -644370.747598 + Penalty 2885.330446 = -641485.417152
  nChanged 49
		SP:Iteration 25Q (64539.440000 sec): 3 clusters
  Score: Raw -644401.664381 + Penalty 2885.330446 = -641516.333934
  nChanged 44
		SP:Iteration 26Q (64539.560000 sec): 3 clusters
  Score: Raw -644425.298752 + Penalty 2885.330446 = -641539.968305
  nChanged 30
		SP:Iteration 27Q (64539.690000 sec): 3 clusters
  Score: Raw -644443.261513 + Penalty 2885.330446 = -641557.931067
  nChanged 26
		SP:Iteration 28Q (64539.900000 sec): 3 clusters
  Score: Raw -644466.406772 + Penalty 2885.330446 = -641581.076326
  nChanged 21
		SP:Iteration 29Q (64540.100000 sec): 3 clusters
  Score: Raw -644482.886438 + Penalty 2885.330446 = -641597.555992
  nChanged 21
		SP:Iteration 30Q (64540.300000 sec): 3 clusters
  Score: Raw -644495.713493 + Penalty 2885.330446 = -641610.383047
  nChanged 16
		SP:Iteration 31Q (64540.510000 sec): 3 clusters
  Score: Raw -644505.063453 + Penalty 2885.330446 = -641619.733007
  nChanged 15
		SP:Iteration 32Q (64540.710000 sec): 3 clusters
  Score: Raw -644515.872792 + Penalty 2885.330446 = -641630.542346
  nChanged 15
		SP:Iteration 33Q (64540.910000 sec): 3 clusters
  Score: Raw -644523.224631 + Penalty 2885.330446 = -641637.894185
  nChanged 5
		SP:Iteration 34Q (64541.070000 sec): 3 clusters
  Score: Raw -644526.227262 + Penalty 2885.330446 = -641640.896815
  nChanged 5
		SP:Iteration 35Q (64541.170000 sec): 3 clusters
  Score: Raw -644528.711188 + Penalty 2885.330446 = -641643.380742
  nChanged 3
		SP:Iteration 36Q (64541.390000 sec): 3 clusters
  Score: Raw -644531.317410 + Penalty 2885.330446 = -641645.986964
  nChanged 1
		SP:Iteration 37Q (64541.560000 sec): 3 clusters
  Score: Raw -644531.525241 + Penalty 2885.330446 = -641646.194795
  nChanged 0
		SP:Iteration 38F (64541.760000 sec): 3 clusters
  Score: Raw -644531.525241 + Penalty 2885.330446 = -641646.194795
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 108 (10152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64541.930000 sec): 2 clusters
  Score: Raw -883591.131531 + Penalty 1499.131727 = -882091.999804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64542.190000 sec): 3 clusters
  Score: Raw -877850.835453 + Penalty 2998.263453 = -874852.572000
  nChanged 4353
		SP:Iteration 1F (64542.460000 sec): 3 clusters
  Score: Raw -880222.005308 + Penalty 2998.263453 = -877223.741855
  nChanged 777
		SP:Iteration 2F (64542.770000 sec): 3 clusters
  Score: Raw -880614.143707 + Penalty 2998.263453 = -877615.880254
  nChanged 632
		SP:Iteration 3F (64542.950000 sec): 3 clusters
  Score: Raw -880957.297267 + Penalty 2998.263453 = -877959.033814
  nChanged 594
		SP:Iteration 4F (64543.220000 sec): 3 clusters
  Score: Raw -881306.848364 + Penalty 2998.263453 = -878308.584911
  nChanged 558
		SP:Iteration 5F (64543.480000 sec): 3 clusters
  Score: Raw -881634.655662 + Penalty 2998.263453 = -878636.392209
  nChanged 502
		SP:Iteration 6Q (64543.750000 sec): 3 clusters
  Score: Raw -881944.122617 + Penalty 2998.263453 = -878945.859164
  nChanged 468
		SP:Iteration 7Q (64544.010000 sec): 3 clusters
  Score: Raw -882205.513850 + Penalty 2998.263453 = -879207.250397
  nChanged 389
		SP:Iteration 8Q (64544.250000 sec): 3 clusters
  Score: Raw -882403.733418 + Penalty 2998.263453 = -879405.469965
  nChanged 337
		SP:Iteration 9Q (64544.390000 sec): 3 clusters
  Score: Raw -882537.017516 + Penalty 2998.263453 = -879538.754063
  nChanged 279
		SP:Iteration 10Q (64544.700000 sec): 3 clusters
  Score: Raw -882628.199617 + Penalty 2998.263453 = -879629.936164
  nChanged 233
		SP:Iteration 11Q (64544.890000 sec): 3 clusters
  Score: Raw -882700.544724 + Penalty 2998.263453 = -879702.281271
  nChanged 212
		SP:Iteration 12Q (64545.150000 sec): 3 clusters
  Score: Raw -882774.402575 + Penalty 2998.263453 = -879776.139122
  nChanged 201
		SP:Iteration 13Q (64545.420000 sec): 3 clusters
  Score: Raw -882849.633958 + Penalty 2998.263453 = -879851.370505
  nChanged 185
		SP:Iteration 14Q (64545.690000 sec): 3 clusters
  Score: Raw -882913.736563 + Penalty 2998.263453 = -879915.473110
  nChanged 184
		SP:Iteration 15Q (64545.950000 sec): 3 clusters
  Score: Raw -882977.790471 + Penalty 2998.263453 = -879979.527018
  nChanged 179
		SP:Iteration 16Q (64546.220000 sec): 3 clusters
  Score: Raw -883034.446021 + Penalty 2998.263453 = -880036.182568
  nChanged 176
		SP:Iteration 17Q (64546.490000 sec): 3 clusters
  Score: Raw -883096.470932 + Penalty 2998.263453 = -880098.207479
  nChanged 165
		SP:Iteration 18Q (64546.750000 sec): 3 clusters
  Score: Raw -883155.830220 + Penalty 2998.263453 = -880157.566767
  nChanged 149
		SP:Iteration 19Q (64547.020000 sec): 3 clusters
  Score: Raw -883212.139179 + Penalty 2998.263453 = -880213.875726
  nChanged 155
		SP:Iteration 20F (64547.290000 sec): 3 clusters
  Score: Raw -883272.436383 + Penalty 2998.263453 = -880274.172929
  nChanged 154
		SP:Iteration 21Q (64547.550000 sec): 3 clusters
  Score: Raw -883334.467280 + Penalty 2998.263453 = -880336.203827
  nChanged 146
		SP:Iteration 22Q (64547.820000 sec): 3 clusters
  Score: Raw -883389.012774 + Penalty 2998.263453 = -880390.749321
  nChanged 132
		SP:Iteration 23Q (64548.090000 sec): 3 clusters
  Score: Raw -883430.629248 + Penalty 2998.263453 = -880432.365795
  nChanged 113
		SP:Iteration 24Q (64548.350000 sec): 3 clusters
  Score: Raw -883464.831670 + Penalty 2998.263453 = -880466.568217
  nChanged 100
		SP:Iteration 25Q (64548.620000 sec): 3 clusters
  Score: Raw -883493.553824 + Penalty 2998.263453 = -880495.290371
  nChanged 84
		SP:Iteration 26Q (64548.890000 sec): 3 clusters
  Score: Raw -883515.425367 + Penalty 2998.263453 = -880517.161914
  nChanged 77
		SP:Iteration 27Q (64549.150000 sec): 3 clusters
  Score: Raw -883534.833903 + Penalty 2998.263453 = -880536.570450
  nChanged 63
		SP:Iteration 28Q (64549.420000 sec): 3 clusters
  Score: Raw -883552.670155 + Penalty 2998.263453 = -880554.406702
  nChanged 73
		SP:Iteration 29Q (64549.680000 sec): 3 clusters
  Score: Raw -883572.524258 + Penalty 2998.263453 = -880574.260805
  nChanged 69
		SP:Iteration 30Q (64549.950000 sec): 3 clusters
  Score: Raw -883597.481772 + Penalty 2998.263453 = -880599.218319
  nChanged 79
		SP:Iteration 31Q (64550.210000 sec): 3 clusters
  Score: Raw -883618.571884 + Penalty 2998.263453 = -880620.308431
  nChanged 69
		SP:Iteration 32Q (64550.480000 sec): 3 clusters
  Score: Raw -883639.321670 + Penalty 2998.263453 = -880641.058217
  nChanged 66
		SP:Iteration 33Q (64550.750000 sec): 3 clusters
  Score: Raw -883654.783121 + Penalty 2998.263453 = -880656.519668
  nChanged 62
		SP:Iteration 34Q (64551.010000 sec): 3 clusters
  Score: Raw -883670.044701 + Penalty 2998.263453 = -880671.781248
  nChanged 50
		SP:Iteration 35Q (64551.280000 sec): 3 clusters
  Score: Raw -883681.554857 + Penalty 2998.263453 = -880683.291404
  nChanged 54
		SP:Iteration 36Q (64551.510000 sec): 3 clusters
  Score: Raw -883694.804368 + Penalty 2998.263453 = -880696.540915
  nChanged 48
		SP:Iteration 37Q (64551.780000 sec): 3 clusters
  Score: Raw -883706.078938 + Penalty 2998.263453 = -880707.815485
  nChanged 47
		SP:Iteration 38Q (64552.000000 sec): 3 clusters
  Score: Raw -883716.352635 + Penalty 2998.263453 = -880718.089182
  nChanged 40
		SP:Iteration 39Q (64552.230000 sec): 3 clusters
  Score: Raw -883724.635415 + Penalty 2998.263453 = -880726.371962
  nChanged 40
		SP:Iteration 40F (64552.450000 sec): 3 clusters
  Score: Raw -883732.116591 + Penalty 2998.263453 = -880733.853138
  nChanged 32
		SP:Iteration 41Q (64552.670000 sec): 3 clusters
  Score: Raw -883737.424138 + Penalty 2998.263453 = -880739.160685
  nChanged 26
		SP:Iteration 42Q (64552.900000 sec): 3 clusters
  Score: Raw -883741.773276 + Penalty 2998.263453 = -880743.509823
  nChanged 31
		SP:Iteration 43Q (64553.120000 sec): 3 clusters
  Score: Raw -883747.218861 + Penalty 2998.263453 = -880748.955408
  nChanged 22
		SP:Iteration 44Q (64553.350000 sec): 3 clusters
  Score: Raw -883750.885423 + Penalty 2998.263453 = -880752.621969
  nChanged 25
		SP:Iteration 45Q (64553.570000 sec): 3 clusters
  Score: Raw -883754.087681 + Penalty 2998.263453 = -880755.824228
  nChanged 20
		SP:Iteration 46Q (64553.800000 sec): 3 clusters
  Score: Raw -883756.378899 + Penalty 2998.263453 = -880758.115446
  nChanged 17
		SP:Iteration 47Q (64554.020000 sec): 3 clusters
  Score: Raw -883758.944985 + Penalty 2998.263453 = -880760.681532
  nChanged 17
		SP:Iteration 48Q (64554.250000 sec): 3 clusters
  Score: Raw -883762.379455 + Penalty 2998.263453 = -880764.116002
  nChanged 20
		SP:Iteration 49Q (64554.470000 sec): 3 clusters
  Score: Raw -883765.968804 + Penalty 2998.263453 = -880767.705350
  nChanged 18
		SP:Iteration 50Q (64554.690000 sec): 3 clusters
  Score: Raw -883769.164832 + Penalty 2998.263453 = -880770.901379
  nChanged 20
		SP:Iteration 51Q (64554.920000 sec): 3 clusters
  Score: Raw -883772.624926 + Penalty 2998.263453 = -880774.361473
  nChanged 21
		SP:Iteration 52Q (64555.140000 sec): 3 clusters
  Score: Raw -883776.526724 + Penalty 2998.263453 = -880778.263271
  nChanged 15
		SP:Iteration 53Q (64555.370000 sec): 3 clusters
  Score: Raw -883778.324980 + Penalty 2998.263453 = -880780.061527
  nChanged 11
		SP:Iteration 54Q (64555.590000 sec): 3 clusters
  Score: Raw -883779.423209 + Penalty 2998.263453 = -880781.159756
  nChanged 7
		SP:Iteration 55Q (64555.810000 sec): 3 clusters
  Score: Raw -883780.310021 + Penalty 2998.263453 = -880782.046568
  nChanged 8
		SP:Iteration 56Q (64556.040000 sec): 3 clusters
  Score: Raw -883781.195437 + Penalty 2998.263453 = -880782.931984
  nChanged 4
		SP:Iteration 57Q (64556.260000 sec): 3 clusters
  Score: Raw -883781.550932 + Penalty 2998.263453 = -880783.287479
  nChanged 6
		SP:Iteration 58Q (64556.490000 sec): 3 clusters
  Score: Raw -883782.217392 + Penalty 2998.263453 = -880783.953939
  nChanged 4
		SP:Iteration 59Q (64556.710000 sec): 3 clusters
  Score: Raw -883782.743935 + Penalty 2998.263453 = -880784.480482
  nChanged 5
		SP:Iteration 60F (64556.980000 sec): 3 clusters
  Score: Raw -883783.342083 + Penalty 2998.263453 = -880785.078630
  nChanged 5
		SP:Iteration 61Q (64557.120000 sec): 3 clusters
  Score: Raw -883784.027063 + Penalty 2998.263453 = -880785.763610
  nChanged 9
		SP:Iteration 62Q (64557.430000 sec): 3 clusters
  Score: Raw -883785.550613 + Penalty 2998.263453 = -880787.287160
  nChanged 15
		SP:Iteration 63Q (64557.620000 sec): 3 clusters
  Score: Raw -883787.791004 + Penalty 2998.263453 = -880789.527551
  nChanged 14
		SP:Iteration 64Q (64557.880000 sec): 3 clusters
  Score: Raw -883789.756712 + Penalty 2998.263453 = -880791.493259
  nChanged 12
		SP:Iteration 65Q (64558.010000 sec): 3 clusters
  Score: Raw -883791.580853 + Penalty 2998.263453 = -880793.317400
  nChanged 13
		SP:Iteration 66Q (64558.250000 sec): 3 clusters
  Score: Raw -883793.549974 + Penalty 2998.263453 = -880795.286521
  nChanged 11
		SP:Iteration 67Q (64558.470000 sec): 3 clusters
  Score: Raw -883795.106207 + Penalty 2998.263453 = -880796.842754
  nChanged 13
		SP:Iteration 68Q (64558.700000 sec): 3 clusters
  Score: Raw -883797.126740 + Penalty 2998.263453 = -880798.863287
  nChanged 21
		SP:Iteration 69Q (64558.920000 sec): 3 clusters
  Score: Raw -883799.599203 + Penalty 2998.263453 = -880801.335750
  nChanged 12
		SP:Iteration 70Q (64559.140000 sec): 3 clusters
  Score: Raw -883801.036387 + Penalty 2998.263453 = -880802.772934
  nChanged 15
		SP:Iteration 71Q (64559.370000 sec): 3 clusters
  Score: Raw -883803.686693 + Penalty 2998.263453 = -880805.423240
  nChanged 20
		SP:Iteration 72Q (64559.590000 sec): 3 clusters
  Score: Raw -883806.873378 + Penalty 2998.263453 = -880808.609925
  nChanged 18
		SP:Iteration 73Q (64559.810000 sec): 3 clusters
  Score: Raw -883809.720719 + Penalty 2998.263453 = -880811.457266
  nChanged 16
		SP:Iteration 74Q (64560.040000 sec): 3 clusters
  Score: Raw -883811.970551 + Penalty 2998.263453 = -880813.707098
  nChanged 13
		SP:Iteration 75Q (64560.260000 sec): 3 clusters
  Score: Raw -883813.521686 + Penalty 2998.263453 = -880815.258233
  nChanged 15
		SP:Iteration 76Q (64560.480000 sec): 3 clusters
  Score: Raw -883815.639064 + Penalty 2998.263453 = -880817.375611
  nChanged 19
		SP:Iteration 77Q (64560.710000 sec): 3 clusters
  Score: Raw -883819.184394 + Penalty 2998.263453 = -880820.920940
  nChanged 29
		SP:Iteration 78Q (64560.930000 sec): 3 clusters
  Score: Raw -883825.758609 + Penalty 2998.263453 = -880827.495156
  nChanged 29
		SP:Iteration 79Q (64561.160000 sec): 3 clusters
  Score: Raw -883832.238286 + Penalty 2998.263453 = -880833.974833
  nChanged 32
		SP:Iteration 80F (64561.380000 sec): 3 clusters
  Score: Raw -883838.013983 + Penalty 2998.263453 = -880839.750530
  nChanged 35
		SP:Iteration 81Q (64561.610000 sec): 3 clusters
  Score: Raw -883845.614954 + Penalty 2998.263453 = -880847.351501
  nChanged 29
		SP:Iteration 82Q (64561.830000 sec): 3 clusters
  Score: Raw -883850.607656 + Penalty 2998.263453 = -880852.344203
  nChanged 21
		SP:Iteration 83Q (64562.060000 sec): 3 clusters
  Score: Raw -883853.509008 + Penalty 2998.263453 = -880855.245555
  nChanged 13
		SP:Iteration 84Q (64562.280000 sec): 3 clusters
  Score: Raw -883854.970120 + Penalty 2998.263453 = -880856.706667
  nChanged 7
		SP:Iteration 85Q (64562.510000 sec): 3 clusters
  Score: Raw -883856.664635 + Penalty 2998.263453 = -880858.401182
  nChanged 15
		SP:Iteration 86Q (64562.730000 sec): 3 clusters
  Score: Raw -883858.991199 + Penalty 2998.263453 = -880860.727746
  nChanged 19
		SP:Iteration 87Q (64562.870000 sec): 3 clusters
  Score: Raw -883861.973179 + Penalty 2998.263453 = -880863.709726
  nChanged 18
		SP:Iteration 88Q (64563.150000 sec): 3 clusters
  Score: Raw -883865.023309 + Penalty 2998.263453 = -880866.759856
  nChanged 25
		SP:Iteration 89Q (64563.420000 sec): 3 clusters
  Score: Raw -883869.488861 + Penalty 2998.263453 = -880871.225408
  nChanged 21
		SP:Iteration 90Q (64563.650000 sec): 3 clusters
  Score: Raw -883873.107611 + Penalty 2998.263453 = -880874.844158
  nChanged 24
		SP:Iteration 91Q (64563.800000 sec): 3 clusters
  Score: Raw -883879.801310 + Penalty 2998.263453 = -880881.537857
  nChanged 38
		SP:Iteration 92Q (64564.110000 sec): 3 clusters
  Score: Raw -883889.280542 + Penalty 2998.263453 = -880891.017089
  nChanged 33
		SP:Iteration 93Q (64564.290000 sec): 3 clusters
  Score: Raw -883895.682252 + Penalty 2998.263453 = -880897.418799
  nChanged 29
		SP:Iteration 94Q (64564.520000 sec): 3 clusters
  Score: Raw -883901.373734 + Penalty 2998.263453 = -880903.110281
  nChanged 30
		SP:Iteration 95Q (64564.740000 sec): 3 clusters
  Score: Raw -883906.885125 + Penalty 2998.263453 = -880908.621672
  nChanged 25
		SP:Iteration 96Q (64564.960000 sec): 3 clusters
  Score: Raw -883911.248105 + Penalty 2998.263453 = -880912.984652
  nChanged 24
		SP:Iteration 97Q (64565.230000 sec): 3 clusters
  Score: Raw -883915.199527 + Penalty 2998.263453 = -880916.936074
  nChanged 13
		SP:Iteration 98Q (64565.540000 sec): 3 clusters
  Score: Raw -883916.551020 + Penalty 2998.263453 = -880918.287567
  nChanged 5
		SP:Iteration 99Q (64565.730000 sec): 3 clusters
  Score: Raw -883917.340546 + Penalty 2998.263453 = -880919.077093
  nChanged 2
		SP:Iteration 100F (64565.990000 sec): 3 clusters
  Score: Raw -883917.630816 + Penalty 2998.263453 = -880919.367363
  nChanged 2
		SP:Iteration 101Q (64566.210000 sec): 3 clusters
  Score: Raw -883917.775101 + Penalty 2998.263453 = -880919.511648
  nChanged 1
		SP:Iteration 102Q (64566.440000 sec): 3 clusters
  Score: Raw -883917.904393 + Penalty 2998.263453 = -880919.640940
  nChanged 2
		SP:Iteration 103Q (64566.660000 sec): 3 clusters
  Score: Raw -883918.146767 + Penalty 2998.263453 = -880919.883314
  nChanged 1
		SP:Iteration 104Q (64566.890000 sec): 3 clusters
  Score: Raw -883918.226439 + Penalty 2998.263453 = -880919.962986
  nChanged 2
		SP:Iteration 105Q (64567.110000 sec): 3 clusters
  Score: Raw -883918.472285 + Penalty 2998.263453 = -880920.208832
  nChanged 2
		SP:Iteration 106Q (64567.340000 sec): 3 clusters
  Score: Raw -883918.588234 + Penalty 2998.263453 = -880920.324781
  nChanged 2
		SP:Iteration 107Q (64567.560000 sec): 3 clusters
  Score: Raw -883918.913417 + Penalty 2998.263453 = -880920.649964
  nChanged 3
		SP:Iteration 108Q (64567.790000 sec): 3 clusters
  Score: Raw -883919.150535 + Penalty 2998.263453 = -880920.887082
  nChanged 3
		SP:Iteration 109Q (64568.010000 sec): 3 clusters
  Score: Raw -883919.440192 + Penalty 2998.263453 = -880921.176739
  nChanged 4
		SP:Iteration 110Q (64568.270000 sec): 3 clusters
  Score: Raw -883919.910562 + Penalty 2998.263453 = -880921.647109
  nChanged 6
		SP:Iteration 111Q (64568.500000 sec): 3 clusters
  Score: Raw -883920.691334 + Penalty 2998.263453 = -880922.427881
  nChanged 8
		SP:Iteration 112Q (64568.730000 sec): 3 clusters
  Score: Raw -883922.030220 + Penalty 2998.263453 = -880923.766767
  nChanged 9
		SP:Iteration 113Q (64568.950000 sec): 3 clusters
  Score: Raw -883923.259743 + Penalty 2998.263453 = -880924.996290
  nChanged 5
		SP:Iteration 114Q (64569.180000 sec): 3 clusters
  Score: Raw -883924.004607 + Penalty 2998.263453 = -880925.741154
  nChanged 6
		SP:Iteration 115Q (64569.410000 sec): 3 clusters
  Score: Raw -883924.789286 + Penalty 2998.263453 = -880926.525833
  nChanged 6
		SP:Iteration 116Q (64569.640000 sec): 3 clusters
  Score: Raw -883925.367518 + Penalty 2998.263453 = -880927.104065
  nChanged 2
		SP:Iteration 117Q (64569.870000 sec): 3 clusters
  Score: Raw -883925.616436 + Penalty 2998.263453 = -880927.352983
  nChanged 1
		SP:Iteration 118Q (64570.090000 sec): 3 clusters
  Score: Raw -883925.751367 + Penalty 2998.263453 = -880927.487914
  nChanged 1
		SP:Iteration 119Q (64570.320000 sec): 3 clusters
  Score: Raw -883925.869399 + Penalty 2998.263453 = -880927.605946
  nChanged 2
		SP:Iteration 120F (64570.550000 sec): 3 clusters
  Score: Raw -883926.043058 + Penalty 2998.263453 = -880927.779605
  nChanged 1
		SP:Iteration 121Q (64570.780000 sec): 3 clusters
  Score: Raw -883926.138069 + Penalty 2998.263453 = -880927.874616
  nChanged 0
		SP:Iteration 122F (64571.010000 sec): 3 clusters
  Score: Raw -883926.138069 + Penalty 2998.263453 = -880927.874616
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 109 (2646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64571.120000 sec): 2 clusters
  Score: Raw -209135.151663 + Penalty 1280.630706 = -207854.520957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64571.270000 sec): 3 clusters
  Score: Raw -207947.094537 + Penalty 2561.261412 = -205385.833125
  nChanged 990
		SP:Iteration 1F (64571.440000 sec): 3 clusters
  Score: Raw -208729.452831 + Penalty 2561.261412 = -206168.191419
  nChanged 268
		SP:Iteration 2F (64571.620000 sec): 3 clusters
  Score: Raw -208982.696347 + Penalty 2561.261412 = -206421.434935
  nChanged 174
		SP:Iteration 3F (64571.790000 sec): 3 clusters
  Score: Raw -209111.400756 + Penalty 2561.261412 = -206550.139344
  nChanged 114
		SP:Iteration 4Q (64571.970000 sec): 3 clusters
  Score: Raw -209202.637104 + Penalty 2561.261412 = -206641.375692
  nChanged 93
		SP:Iteration 5Q (64572.140000 sec): 3 clusters
  Score: Raw -209260.902700 + Penalty 2561.261412 = -206699.641288
  nChanged 71
		SP:Iteration 6Q (64572.320000 sec): 3 clusters
  Score: Raw -209300.242284 + Penalty 2561.261412 = -206738.980872
  nChanged 60
		SP:Iteration 7Q (64572.500000 sec): 3 clusters
  Score: Raw -209326.797857 + Penalty 2561.261412 = -206765.536445
  nChanged 39
		SP:Iteration 8Q (64572.670000 sec): 3 clusters
  Score: Raw -209346.158895 + Penalty 2561.261412 = -206784.897483
  nChanged 36
		SP:Iteration 9Q (64572.850000 sec): 3 clusters
  Score: Raw -209365.852692 + Penalty 2561.261412 = -206804.591280
  nChanged 28
		SP:Iteration 10Q (64573.020000 sec): 3 clusters
  Score: Raw -209380.678340 + Penalty 2561.261412 = -206819.416928
  nChanged 23
		SP:Iteration 11Q (64573.200000 sec): 3 clusters
  Score: Raw -209394.679788 + Penalty 2561.261412 = -206833.418376
  nChanged 20
		SP:Iteration 12Q (64573.380000 sec): 3 clusters
  Score: Raw -209403.655658 + Penalty 2561.261412 = -206842.394246
  nChanged 19
		SP:Iteration 13Q (64573.550000 sec): 3 clusters
  Score: Raw -209413.280043 + Penalty 2561.261412 = -206852.018631
  nChanged 15
		SP:Iteration 14Q (64573.730000 sec): 3 clusters
  Score: Raw -209420.945463 + Penalty 2561.261412 = -206859.684051
  nChanged 13
		SP:Iteration 15Q (64573.880000 sec): 3 clusters
  Score: Raw -209426.682903 + Penalty 2561.261412 = -206865.421491
  nChanged 11
		SP:Iteration 16Q (64573.920000 sec): 3 clusters
  Score: Raw -209429.711383 + Penalty 2561.261412 = -206868.449971
  nChanged 11
		SP:Iteration 17Q (64573.980000 sec): 3 clusters
  Score: Raw -209434.498719 + Penalty 2561.261412 = -206873.237307
  nChanged 13
		SP:Iteration 18Q (64574.020000 sec): 3 clusters
  Score: Raw -209439.457632 + Penalty 2561.261412 = -206878.196220
  nChanged 10
		SP:Iteration 19Q (64574.070000 sec): 3 clusters
  Score: Raw -209445.196490 + Penalty 2561.261412 = -206883.935078
  nChanged 15
		SP:Iteration 20F (64574.120000 sec): 3 clusters
  Score: Raw -209456.675660 + Penalty 2561.261412 = -206895.414248
  nChanged 24
		SP:Iteration 21Q (64574.170000 sec): 3 clusters
  Score: Raw -209482.207933 + Penalty 2561.261412 = -206920.946521
  nChanged 26
		SP:Iteration 22Q (64574.220000 sec): 3 clusters
  Score: Raw -209500.699224 + Penalty 2561.261412 = -206939.437812
  nChanged 15
		SP:Iteration 23Q (64574.270000 sec): 3 clusters
  Score: Raw -209516.365897 + Penalty 2561.261412 = -206955.104485
  nChanged 25
		SP:Iteration 24Q (64574.320000 sec): 3 clusters
  Score: Raw -209533.543394 + Penalty 2561.261412 = -206972.281982
  nChanged 32
		SP:Iteration 25Q (64574.370000 sec): 3 clusters
  Score: Raw -209558.046516 + Penalty 2561.261412 = -206996.785104
  nChanged 25
		SP:Iteration 26Q (64574.420000 sec): 3 clusters
  Score: Raw -209572.369873 + Penalty 2561.261412 = -207011.108461
  nChanged 25
		SP:Iteration 27Q (64574.470000 sec): 3 clusters
  Score: Raw -209592.407446 + Penalty 2561.261412 = -207031.146034
  nChanged 31
		SP:Iteration 28Q (64574.520000 sec): 3 clusters
  Score: Raw -209615.509588 + Penalty 2561.261412 = -207054.248176
  nChanged 36
		SP:Iteration 29Q (64574.560000 sec): 3 clusters
  Score: Raw -209647.428856 + Penalty 2561.261412 = -207086.167444
  nChanged 38
		SP:Iteration 30Q (64574.610000 sec): 3 clusters
  Score: Raw -209675.981178 + Penalty 2561.261412 = -207114.719766
  nChanged 35
		SP:Iteration 31Q (64574.660000 sec): 3 clusters
  Score: Raw -209702.515263 + Penalty 2561.261412 = -207141.253851
  nChanged 32
		SP:Iteration 32Q (64574.710000 sec): 3 clusters
  Score: Raw -209733.434973 + Penalty 2561.261412 = -207172.173561
  nChanged 42
		SP:Iteration 33Q (64574.760000 sec): 3 clusters
  Score: Raw -209768.520995 + Penalty 2561.261412 = -207207.259583
  nChanged 34
		SP:Iteration 34Q (64574.810000 sec): 3 clusters
  Score: Raw -209788.645384 + Penalty 2561.261412 = -207227.383972
  nChanged 21
		SP:Iteration 35Q (64574.860000 sec): 3 clusters
  Score: Raw -209796.779547 + Penalty 2561.261412 = -207235.518135
  nChanged 14
		SP:Iteration 36Q (64574.910000 sec): 3 clusters
  Score: Raw -209802.627973 + Penalty 2561.261412 = -207241.366561
  nChanged 14
		SP:Iteration 37Q (64574.960000 sec): 3 clusters
  Score: Raw -209806.871528 + Penalty 2561.261412 = -207245.610116
  nChanged 7
		SP:Iteration 38Q (64575.010000 sec): 3 clusters
  Score: Raw -209809.281306 + Penalty 2561.261412 = -207248.019894
  nChanged 6
		SP:Iteration 39Q (64575.060000 sec): 3 clusters
  Score: Raw -209811.505513 + Penalty 2561.261412 = -207250.244101
  nChanged 0
		SP:Iteration 40F (64575.100000 sec): 3 clusters
  Score: Raw -209811.505513 + Penalty 2561.261412 = -207250.244101
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 110 (2024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64575.170000 sec): 2 clusters
  Score: Raw -170219.798390 + Penalty 1237.085042 = -168982.713348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64575.210000 sec): 3 clusters
  Score: Raw -169381.537384 + Penalty 2474.170085 = -166907.367299
  nChanged 724
		SP:Iteration 1F (64575.250000 sec): 3 clusters
  Score: Raw -169919.018707 + Penalty 2474.170085 = -167444.848622
  nChanged 182
		SP:Iteration 2F (64575.300000 sec): 3 clusters
  Score: Raw -170080.768229 + Penalty 2474.170085 = -167606.598144
  nChanged 109
		SP:Iteration 3F (64575.340000 sec): 3 clusters
  Score: Raw -170181.525598 + Penalty 2474.170085 = -167707.355513
  nChanged 92
		SP:Iteration 4Q (64575.380000 sec): 3 clusters
  Score: Raw -170258.594284 + Penalty 2474.170085 = -167784.424200
  nChanged 67
		SP:Iteration 5Q (64575.420000 sec): 3 clusters
  Score: Raw -170319.527621 + Penalty 2474.170085 = -167845.357537
  nChanged 57
		SP:Iteration 6Q (64575.460000 sec): 3 clusters
  Score: Raw -170361.867928 + Penalty 2474.170085 = -167887.697843
  nChanged 40
		SP:Iteration 7Q (64575.500000 sec): 3 clusters
  Score: Raw -170387.843790 + Penalty 2474.170085 = -167913.673705
  nChanged 38
		SP:Iteration 8Q (64575.550000 sec): 3 clusters
  Score: Raw -170414.477126 + Penalty 2474.170085 = -167940.307041
  nChanged 24
		SP:Iteration 9Q (64575.590000 sec): 3 clusters
  Score: Raw -170428.851235 + Penalty 2474.170085 = -167954.681150
  nChanged 17
		SP:Iteration 10Q (64575.630000 sec): 3 clusters
  Score: Raw -170439.450654 + Penalty 2474.170085 = -167965.280569
  nChanged 15
		SP:Iteration 11Q (64575.670000 sec): 3 clusters
  Score: Raw -170447.492869 + Penalty 2474.170085 = -167973.322785
  nChanged 14
		SP:Iteration 12Q (64575.720000 sec): 3 clusters
  Score: Raw -170455.116450 + Penalty 2474.170085 = -167980.946365
  nChanged 11
		SP:Iteration 13Q (64575.760000 sec): 3 clusters
  Score: Raw -170463.227181 + Penalty 2474.170085 = -167989.057096
  nChanged 19
		SP:Iteration 14Q (64575.800000 sec): 3 clusters
  Score: Raw -170474.347344 + Penalty 2474.170085 = -168000.177259
  nChanged 14
		SP:Iteration 15Q (64575.840000 sec): 3 clusters
  Score: Raw -170482.422710 + Penalty 2474.170085 = -168008.252625
  nChanged 11
		SP:Iteration 16Q (64575.880000 sec): 3 clusters
  Score: Raw -170487.842128 + Penalty 2474.170085 = -168013.672044
  nChanged 5
		SP:Iteration 17Q (64575.920000 sec): 3 clusters
  Score: Raw -170489.854720 + Penalty 2474.170085 = -168015.684635
  nChanged 8
		SP:Iteration 18Q (64575.960000 sec): 3 clusters
  Score: Raw -170496.120672 + Penalty 2474.170085 = -168021.950588
  nChanged 6
		SP:Iteration 19Q (64576.010000 sec): 3 clusters
  Score: Raw -170500.586208 + Penalty 2474.170085 = -168026.416123
  nChanged 11
		SP:Iteration 20F (64576.050000 sec): 3 clusters
  Score: Raw -170510.079661 + Penalty 2474.170085 = -168035.909576
  nChanged 14
		SP:Iteration 21Q (64576.090000 sec): 3 clusters
  Score: Raw -170518.642882 + Penalty 2474.170085 = -168044.472797
  nChanged 14
		SP:Iteration 22Q (64576.130000 sec): 3 clusters
  Score: Raw -170526.783951 + Penalty 2474.170085 = -168052.613866
  nChanged 10
		SP:Iteration 23Q (64576.180000 sec): 3 clusters
  Score: Raw -170534.483747 + Penalty 2474.170085 = -168060.313662
  nChanged 10
		SP:Iteration 24Q (64576.220000 sec): 3 clusters
  Score: Raw -170541.563528 + Penalty 2474.170085 = -168067.393443
  nChanged 9
		SP:Iteration 25Q (64576.260000 sec): 3 clusters
  Score: Raw -170550.051468 + Penalty 2474.170085 = -168075.881383
  nChanged 10
		SP:Iteration 26Q (64576.300000 sec): 3 clusters
  Score: Raw -170556.300560 + Penalty 2474.170085 = -168082.130475
  nChanged 5
		SP:Iteration 27Q (64576.340000 sec): 3 clusters
  Score: Raw -170559.898847 + Penalty 2474.170085 = -168085.728762
  nChanged 4
		SP:Iteration 28Q (64576.380000 sec): 3 clusters
  Score: Raw -170562.377220 + Penalty 2474.170085 = -168088.207135
  nChanged 2
		SP:Iteration 29Q (64576.420000 sec): 3 clusters
  Score: Raw -170563.127451 + Penalty 2474.170085 = -168088.957366
  nChanged 1
		SP:Iteration 30Q (64576.470000 sec): 3 clusters
  Score: Raw -170563.239483 + Penalty 2474.170085 = -168089.069398
  nChanged 0
		SP:Iteration 31F (64576.510000 sec): 3 clusters
  Score: Raw -170563.239483 + Penalty 2474.170085 = -168089.069398
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 111 (3559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64576.640000 sec): 2 clusters
  Score: Raw -294280.262939 + Penalty 1328.800669 = -292951.462270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64576.800000 sec): 3 clusters
  Score: Raw -292512.908502 + Penalty 2657.601338 = -289855.307164
  nChanged 1425
		SP:Iteration 1F (64576.970000 sec): 3 clusters
  Score: Raw -293591.209283 + Penalty 2657.601338 = -290933.607945
  nChanged 315
		SP:Iteration 2F (64577.150000 sec): 3 clusters
  Score: Raw -293849.385134 + Penalty 2657.601338 = -291191.783796
  nChanged 233
		SP:Iteration 3F (64577.320000 sec): 3 clusters
  Score: Raw -294018.264114 + Penalty 2657.601338 = -291360.662776
  nChanged 160
		SP:Iteration 4Q (64577.500000 sec): 3 clusters
  Score: Raw -294131.655439 + Penalty 2657.601338 = -291474.054101
  nChanged 130
		SP:Iteration 5Q (64577.680000 sec): 3 clusters
  Score: Raw -294211.641297 + Penalty 2657.601338 = -291554.039959
  nChanged 106
		SP:Iteration 6Q (64577.850000 sec): 3 clusters
  Score: Raw -294267.427532 + Penalty 2657.601338 = -291609.826194
  nChanged 96
		SP:Iteration 7Q (64578.030000 sec): 3 clusters
  Score: Raw -294310.089685 + Penalty 2657.601338 = -291652.488347
  nChanged 74
		SP:Iteration 8Q (64578.200000 sec): 3 clusters
  Score: Raw -294347.024264 + Penalty 2657.601338 = -291689.422926
  nChanged 62
		SP:Iteration 9Q (64578.380000 sec): 3 clusters
  Score: Raw -294377.828838 + Penalty 2657.601338 = -291720.227501
  nChanged 61
		SP:Iteration 10Q (64578.560000 sec): 3 clusters
  Score: Raw -294405.660595 + Penalty 2657.601338 = -291748.059257
  nChanged 59
		SP:Iteration 11Q (64578.730000 sec): 3 clusters
  Score: Raw -294429.990294 + Penalty 2657.601338 = -291772.388956
  nChanged 50
		SP:Iteration 12Q (64578.900000 sec): 3 clusters
  Score: Raw -294447.878090 + Penalty 2657.601338 = -291790.276752
  nChanged 39
		SP:Iteration 13Q (64579.080000 sec): 3 clusters
  Score: Raw -294463.688876 + Penalty 2657.601338 = -291806.087538
  nChanged 34
		SP:Iteration 14Q (64579.260000 sec): 3 clusters
  Score: Raw -294479.408656 + Penalty 2657.601338 = -291821.807318
  nChanged 29
		SP:Iteration 15Q (64579.430000 sec): 3 clusters
  Score: Raw -294492.492506 + Penalty 2657.601338 = -291834.891168
  nChanged 29
		SP:Iteration 16Q (64579.610000 sec): 3 clusters
  Score: Raw -294505.963888 + Penalty 2657.601338 = -291848.362551
  nChanged 27
		SP:Iteration 17Q (64579.780000 sec): 3 clusters
  Score: Raw -294519.092728 + Penalty 2657.601338 = -291861.491390
  nChanged 29
		SP:Iteration 18Q (64579.960000 sec): 3 clusters
  Score: Raw -294531.740102 + Penalty 2657.601338 = -291874.138764
  nChanged 24
		SP:Iteration 19Q (64580.140000 sec): 3 clusters
  Score: Raw -294539.755707 + Penalty 2657.601338 = -291882.154369
  nChanged 18
		SP:Iteration 20F (64580.310000 sec): 3 clusters
  Score: Raw -294545.163231 + Penalty 2657.601338 = -291887.561893
  nChanged 16
		SP:Iteration 21Q (64580.490000 sec): 3 clusters
  Score: Raw -294550.332742 + Penalty 2657.601338 = -291892.731404
  nChanged 12
		SP:Iteration 22Q (64580.660000 sec): 3 clusters
  Score: Raw -294553.381852 + Penalty 2657.601338 = -291895.780514
  nChanged 8
		SP:Iteration 23Q (64580.840000 sec): 3 clusters
  Score: Raw -294556.249468 + Penalty 2657.601338 = -291898.648131
  nChanged 8
		SP:Iteration 24Q (64581.020000 sec): 3 clusters
  Score: Raw -294558.857036 + Penalty 2657.601338 = -291901.255699
  nChanged 6
		SP:Iteration 25Q (64581.190000 sec): 3 clusters
  Score: Raw -294560.779486 + Penalty 2657.601338 = -291903.178148
  nChanged 3
		SP:Iteration 26Q (64581.370000 sec): 3 clusters
  Score: Raw -294561.535857 + Penalty 2657.601338 = -291903.934520
  nChanged 1
		SP:Iteration 27Q (64581.540000 sec): 3 clusters
  Score: Raw -294561.830496 + Penalty 2657.601338 = -291904.229158
  nChanged 4
		SP:Iteration 28Q (64581.720000 sec): 3 clusters
  Score: Raw -294563.013319 + Penalty 2657.601338 = -291905.411981
  nChanged 4
		SP:Iteration 29Q (64581.900000 sec): 3 clusters
  Score: Raw -294564.233540 + Penalty 2657.601338 = -291906.632202
  nChanged 5
		SP:Iteration 30Q (64582.070000 sec): 3 clusters
  Score: Raw -294565.620598 + Penalty 2657.601338 = -291908.019260
  nChanged 4
		SP:Iteration 31Q (64582.250000 sec): 3 clusters
  Score: Raw -294566.796780 + Penalty 2657.601338 = -291909.195442
  nChanged 3
		SP:Iteration 32Q (64582.420000 sec): 3 clusters
  Score: Raw -294568.150512 + Penalty 2657.601338 = -291910.549174
  nChanged 4
		SP:Iteration 33Q (64582.600000 sec): 3 clusters
  Score: Raw -294568.693485 + Penalty 2657.601338 = -291911.092147
  nChanged 5
		SP:Iteration 34Q (64582.780000 sec): 3 clusters
  Score: Raw -294569.901435 + Penalty 2657.601338 = -291912.300098
  nChanged 2
		SP:Iteration 35Q (64582.950000 sec): 3 clusters
  Score: Raw -294570.758044 + Penalty 2657.601338 = -291913.156706
  nChanged 4
		SP:Iteration 36Q (64583.120000 sec): 3 clusters
  Score: Raw -294572.378784 + Penalty 2657.601338 = -291914.777446
  nChanged 4
		SP:Iteration 37Q (64583.300000 sec): 3 clusters
  Score: Raw -294574.651181 + Penalty 2657.601338 = -291917.049843
  nChanged 7
		SP:Iteration 38Q (64583.480000 sec): 3 clusters
  Score: Raw -294576.013915 + Penalty 2657.601338 = -291918.412577
  nChanged 3
		SP:Iteration 39Q (64583.650000 sec): 3 clusters
  Score: Raw -294576.664189 + Penalty 2657.601338 = -291919.062852
  nChanged 1
		SP:Iteration 40F (64583.830000 sec): 3 clusters
  Score: Raw -294576.980798 + Penalty 2657.601338 = -291919.379460
  nChanged 1
		SP:Iteration 41Q (64584.000000 sec): 3 clusters
  Score: Raw -294577.312652 + Penalty 2657.601338 = -291919.711315
  nChanged 2
		SP:Iteration 42Q (64584.180000 sec): 3 clusters
  Score: Raw -294577.926196 + Penalty 2657.601338 = -291920.324858
  nChanged 2
		SP:Iteration 43Q (64584.360000 sec): 3 clusters
  Score: Raw -294578.668011 + Penalty 2657.601338 = -291921.066673
  nChanged 3
		SP:Iteration 44Q (64584.530000 sec): 3 clusters
  Score: Raw -294579.476347 + Penalty 2657.601338 = -291921.875009
  nChanged 3
		SP:Iteration 45Q (64584.710000 sec): 3 clusters
  Score: Raw -294580.382053 + Penalty 2657.601338 = -291922.780716
  nChanged 1
		SP:Iteration 46Q (64584.810000 sec): 3 clusters
  Score: Raw -294580.593195 + Penalty 2657.601338 = -291922.991857
  nChanged 0
		SP:Iteration 47F (64584.880000 sec): 3 clusters
  Score: Raw -294580.593195 + Penalty 2657.601338 = -291922.991857
  nChanged 0
Iteration 379Q (64779.440000 sec): 112 clusters
  Score: Raw -47045054.828456 + Penalty 239366.094331 = -46805688.734125
  nChanged 102
Iteration 380F (64993.270000 sec): 112 clusters
  Score: Raw -47045071.807910 + Penalty 239366.094331 = -46805705.713579
  nChanged 90
Iteration 381Q (65191.040000 sec): 112 clusters
  Score: Raw -47045085.135335 + Penalty 239366.094331 = -46805719.041004
  nChanged 83
Iteration 382Q (65380.230000 sec): 112 clusters
  Score: Raw -47045097.116683 + Penalty 239366.094331 = -46805731.022352
  nChanged 80
Iteration 383Q (65567.910000 sec): 112 clusters
  Score: Raw -47045111.531506 + Penalty 239366.094331 = -46805745.437175
  nChanged 92
Iteration 384Q (65771.890000 sec): 112 clusters
  Score: Raw -47045128.330336 + Penalty 239366.094331 = -46805762.236005
  nChanged 114
Iteration 385Q (65976.250000 sec): 112 clusters
  Score: Raw -47045147.691337 + Penalty 239366.094331 = -46805781.597006
  nChanged 91
Iteration 386Q (66169.410000 sec): 112 clusters
  Score: Raw -47045164.638685 + Penalty 239366.094331 = -46805798.544354
  nChanged 93
Iteration 387Q (66374.110000 sec): 112 clusters
  Score: Raw -47045181.589709 + Penalty 239366.094331 = -46805815.495378
  nChanged 109
Iteration 388Q (66565.720000 sec): 112 clusters
  Score: Raw -47045202.821591 + Penalty 239366.094331 = -46805836.727260
  nChanged 98
Iteration 389Q (66756.670000 sec): 112 clusters
  Score: Raw -47045220.651281 + Penalty 239366.094331 = -46805854.556950
  nChanged 103
Iteration 390Q (66947.540000 sec): 112 clusters
  Score: Raw -47045237.581367 + Penalty 239366.094331 = -46805871.487036
  nChanged 91
Iteration 391Q (67136.200000 sec): 112 clusters
  Score: Raw -47045257.510424 + Penalty 239366.094331 = -46805891.416093
  nChanged 100
Iteration 392Q (67328.190000 sec): 112 clusters
  Score: Raw -47045276.193698 + Penalty 239366.094331 = -46805910.099367
  nChanged 99
Iteration 393Q (67520.550000 sec): 112 clusters
  Score: Raw -47045293.420137 + Penalty 239366.094331 = -46805927.325806
  nChanged 98
Iteration 394Q (67713.170000 sec): 112 clusters
  Score: Raw -47045309.927470 + Penalty 239366.094331 = -46805943.833139
  nChanged 104
Iteration 395Q (67910.310000 sec): 112 clusters
  Score: Raw -47045328.592495 + Penalty 239366.094331 = -46805962.498164
  nChanged 89
Iteration 396Q (68108.010000 sec): 112 clusters
  Score: Raw -47045342.133644 + Penalty 239366.094331 = -46805976.039313
  nChanged 75
Iteration 397Q (68302.600000 sec): 112 clusters
  Score: Raw -47045352.916669 + Penalty 239366.094331 = -46805986.822339
  nChanged 73
Iteration 398Q (68496.700000 sec): 112 clusters
  Score: Raw -47045363.566143 + Penalty 239366.094331 = -46805997.471812
  nChanged 83
Iteration 399Q (68698.480000 sec): 112 clusters
  Score: Raw -47045374.929916 + Penalty 239366.094331 = -46806008.835585
  nChanged 80
Iteration 400F (68917.780000 sec): 112 clusters
  Score: Raw -47045385.402150 + Penalty 239366.094331 = -46806019.307819
  nChanged 72
Iteration 401Q (69115.270000 sec): 112 clusters
  Score: Raw -47045395.470552 + Penalty 239366.094331 = -46806029.376221
  nChanged 72
Iteration 402Q (69306.860000 sec): 112 clusters
  Score: Raw -47045404.882147 + Penalty 239366.094331 = -46806038.787816
  nChanged 64
Iteration 403Q (69498.490000 sec): 112 clusters
  Score: Raw -47045413.191177 + Penalty 239366.094331 = -46806047.096846
  nChanged 65
Iteration 404Q (69686.560000 sec): 112 clusters
  Score: Raw -47045421.755464 + Penalty 239366.094331 = -46806055.661133
  nChanged 57
Iteration 405Q (69874.800000 sec): 112 clusters
  Score: Raw -47045429.256631 + Penalty 239366.094331 = -46806063.162300
  nChanged 57
Iteration 406Q (70065.000000 sec): 112 clusters
  Score: Raw -47045436.117601 + Penalty 239366.094331 = -46806070.023270
  nChanged 47
Iteration 407Q (70257.710000 sec): 112 clusters
  Score: Raw -47045442.690102 + Penalty 239366.094331 = -46806076.595771
  nChanged 45
Iteration 408Q (70448.480000 sec): 112 clusters
  Score: Raw -47045448.138961 + Penalty 239366.094331 = -46806082.044630
  nChanged 49
Iteration 409Q (70640.960000 sec): 112 clusters
  Score: Raw -47045454.718402 + Penalty 239366.094331 = -46806088.624071
  nChanged 59
Iteration 410Q (70837.890000 sec): 112 clusters
  Score: Raw -47045463.401087 + Penalty 239366.094331 = -46806097.306756
  nChanged 56
Iteration 411Q (71039.090000 sec): 112 clusters
  Score: Raw -47045471.690619 + Penalty 239366.094331 = -46806105.596288
  nChanged 62
Iteration 412Q (71241.080000 sec): 112 clusters
  Score: Raw -47045479.307502 + Penalty 239366.094331 = -46806113.213171
  nChanged 52
Iteration 413Q (71430.680000 sec): 112 clusters
  Score: Raw -47045485.323756 + Penalty 239366.094331 = -46806119.229425
  nChanged 44
Iteration 414Q (71629.380000 sec): 112 clusters
  Score: Raw -47045491.416196 + Penalty 239366.094331 = -46806125.321865
  nChanged 44
Iteration 415Q (71820.590000 sec): 112 clusters
  Score: Raw -47045496.726741 + Penalty 239366.094331 = -46806130.632410
  nChanged 34
Iteration 416Q (72012.380000 sec): 112 clusters
  Score: Raw -47045500.861044 + Penalty 239366.094331 = -46806134.766714
  nChanged 32
Iteration 417Q (72214.220000 sec): 112 clusters
  Score: Raw -47045505.777381 + Penalty 239366.094331 = -46806139.683050
  nChanged 42
Iteration 418Q (72418.520000 sec): 112 clusters
  Score: Raw -47045512.823715 + Penalty 239366.094331 = -46806146.729384
  nChanged 51
Writing temp clu file 
Because OldScore, -46806139.683050, is greater than current (better) Score,-46806146.729384 
 Compute initial score before splitting:   Score: Raw -47045512.823715 + Penalty 239366.094331 = -46806146.729384
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (3575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72418.660000 sec): 2 clusters
  Score: Raw -301768.237442 + Penalty 1329.529574 = -300438.707868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72418.820000 sec): 3 clusters
  Score: Raw -300014.033400 + Penalty 2659.059148 = -297354.974252
  nChanged 1420
		SP:Iteration 1F (72418.900000 sec): 3 clusters
  Score: Raw -300964.644334 + Penalty 2659.059148 = -298305.585186
  nChanged 339
		SP:Iteration 2F (72418.970000 sec): 3 clusters
  Score: Raw -301278.865498 + Penalty 2659.059148 = -298619.806350
  nChanged 282
		SP:Iteration 3F (72419.040000 sec): 3 clusters
  Score: Raw -301651.011204 + Penalty 2659.059148 = -298991.952056
  nChanged 280
		SP:Iteration 4F (72419.110000 sec): 3 clusters
  Score: Raw -302000.043226 + Penalty 2659.059148 = -299340.984078
  nChanged 229
		SP:Iteration 5F (72419.180000 sec): 3 clusters
  Score: Raw -302265.898911 + Penalty 2659.059148 = -299606.839763
  nChanged 199
		SP:Iteration 6F (72419.250000 sec): 3 clusters
  Score: Raw -302477.709658 + Penalty 2659.059148 = -299818.650510
  nChanged 157
		SP:Iteration 7Q (72419.320000 sec): 3 clusters
  Score: Raw -302609.774626 + Penalty 2659.059148 = -299950.715478
  nChanged 116
		SP:Iteration 8Q (72419.390000 sec): 3 clusters
  Score: Raw -302687.013321 + Penalty 2659.059148 = -300027.954173
  nChanged 83
		SP:Iteration 9Q (72419.460000 sec): 3 clusters
  Score: Raw -302742.246741 + Penalty 2659.059148 = -300083.187593
  nChanged 79
		SP:Iteration 10Q (72419.530000 sec): 3 clusters
  Score: Raw -302790.488527 + Penalty 2659.059148 = -300131.429379
  nChanged 60
		SP:Iteration 11Q (72419.600000 sec): 3 clusters
  Score: Raw -302837.783185 + Penalty 2659.059148 = -300178.724037
  nChanged 48
		SP:Iteration 12Q (72419.670000 sec): 3 clusters
  Score: Raw -302871.194074 + Penalty 2659.059148 = -300212.134926
  nChanged 46
		SP:Iteration 13Q (72419.740000 sec): 3 clusters
  Score: Raw -302901.198178 + Penalty 2659.059148 = -300242.139030
  nChanged 34
		SP:Iteration 14Q (72419.810000 sec): 3 clusters
  Score: Raw -302922.446867 + Penalty 2659.059148 = -300263.387719
  nChanged 29
		SP:Iteration 15Q (72419.880000 sec): 3 clusters
  Score: Raw -302933.016871 + Penalty 2659.059148 = -300273.957723
  nChanged 7
		SP:Iteration 16Q (72419.940000 sec): 3 clusters
  Score: Raw -302935.170907 + Penalty 2659.059148 = -300276.111760
  nChanged 1
		SP:Iteration 17Q (72420.020000 sec): 3 clusters
  Score: Raw -302935.363394 + Penalty 2659.059148 = -300276.304246
  nChanged 0
		SP:Iteration 18F (72420.080000 sec): 3 clusters
  Score: Raw -302935.363394 + Penalty 2659.059148 = -300276.304246
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72420.140000 sec): 2 clusters
  Score: Raw -37131.988167 + Penalty 1018.111447 = -36113.876720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72420.150000 sec): 3 clusters
  Score: Raw -37063.895745 + Penalty 2036.222894 = -35027.672851
  nChanged 129
		SP:Iteration 1F (72420.170000 sec): 3 clusters
  Score: Raw -37275.860650 + Penalty 2036.222894 = -35239.637756
  nChanged 35
		SP:Iteration 2F (72420.180000 sec): 3 clusters
  Score: Raw -37367.645460 + Penalty 2036.222894 = -35331.422566
  nChanged 32
		SP:Iteration 3F (72420.200000 sec): 3 clusters
  Score: Raw -37459.206956 + Penalty 2036.222894 = -35422.984062
  nChanged 30
		SP:Iteration 4F (72420.220000 sec): 3 clusters
  Score: Raw -37527.518488 + Penalty 2036.222894 = -35491.295594
  nChanged 19
		SP:Iteration 5Q (72420.230000 sec): 3 clusters
  Score: Raw -37569.767942 + Penalty 2036.222894 = -35533.545048
  nChanged 11
		SP:Iteration 6Q (72420.250000 sec): 3 clusters
  Score: Raw -37597.897282 + Penalty 2036.222894 = -35561.674387
  nChanged 11
		SP:Iteration 7Q (72420.260000 sec): 3 clusters
  Score: Raw -37617.104357 + Penalty 2036.222894 = -35580.881463
  nChanged 3
		SP:Iteration 8Q (72420.280000 sec): 3 clusters
  Score: Raw -37630.719694 + Penalty 2036.222894 = -35594.496800
  nChanged 4
		SP:Iteration 9Q (72420.290000 sec): 3 clusters
  Score: Raw -37640.929589 + Penalty 2036.222894 = -35604.706695
  nChanged 1
		SP:Iteration 10Q (72420.310000 sec): 3 clusters
  Score: Raw -37642.614483 + Penalty 2036.222894 = -35606.391589
  nChanged 0
		SP:Iteration 11F (72420.320000 sec): 3 clusters
  Score: Raw -37642.614483 + Penalty 2036.222894 = -35606.391589
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (5060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72420.460000 sec): 2 clusters
  Score: Raw -376266.263067 + Penalty 1385.982286 = -374880.280781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72420.630000 sec): 3 clusters
  Score: Raw -373691.134589 + Penalty 2771.964573 = -370919.170016
  nChanged 2031
		SP:Iteration 1F (72420.780000 sec): 3 clusters
  Score: Raw -374997.454541 + Penalty 2771.964573 = -372225.489968
  nChanged 444
		SP:Iteration 2F (72420.950000 sec): 3 clusters
  Score: Raw -375338.654669 + Penalty 2771.964573 = -372566.690097
  nChanged 344
		SP:Iteration 3F (72421.130000 sec): 3 clusters
  Score: Raw -375631.728429 + Penalty 2771.964573 = -372859.763857
  nChanged 321
		SP:Iteration 4F (72421.300000 sec): 3 clusters
  Score: Raw -375882.492235 + Penalty 2771.964573 = -373110.527662
  nChanged 286
		SP:Iteration 5F (72421.480000 sec): 3 clusters
  Score: Raw -376117.087509 + Penalty 2771.964573 = -373345.122936
  nChanged 260
		SP:Iteration 6F (72421.650000 sec): 3 clusters
  Score: Raw -376320.277225 + Penalty 2771.964573 = -373548.312652
  nChanged 212
		SP:Iteration 7Q (72421.830000 sec): 3 clusters
  Score: Raw -376462.160016 + Penalty 2771.964573 = -373690.195443
  nChanged 178
		SP:Iteration 8Q (72422.000000 sec): 3 clusters
  Score: Raw -376573.399056 + Penalty 2771.964573 = -373801.434483
  nChanged 155
		SP:Iteration 9Q (72422.180000 sec): 3 clusters
  Score: Raw -376663.034780 + Penalty 2771.964573 = -373891.070207
  nChanged 129
		SP:Iteration 10Q (72422.350000 sec): 3 clusters
  Score: Raw -376731.150078 + Penalty 2771.964573 = -373959.185505
  nChanged 100
		SP:Iteration 11Q (72422.530000 sec): 3 clusters
  Score: Raw -376772.810769 + Penalty 2771.964573 = -374000.846196
  nChanged 74
		SP:Iteration 12Q (72422.700000 sec): 3 clusters
  Score: Raw -376808.177967 + Penalty 2771.964573 = -374036.213394
  nChanged 62
		SP:Iteration 13Q (72422.880000 sec): 3 clusters
  Score: Raw -376831.517043 + Penalty 2771.964573 = -374059.552471
  nChanged 40
		SP:Iteration 14Q (72423.050000 sec): 3 clusters
  Score: Raw -376844.576234 + Penalty 2771.964573 = -374072.611661
  nChanged 25
		SP:Iteration 15Q (72423.250000 sec): 3 clusters
  Score: Raw -376851.409387 + Penalty 2771.964573 = -374079.444815
  nChanged 14
		SP:Iteration 16Q (72423.440000 sec): 3 clusters
  Score: Raw -376856.449124 + Penalty 2771.964573 = -374084.484551
  nChanged 18
		SP:Iteration 17Q (72423.620000 sec): 3 clusters
  Score: Raw -376867.414201 + Penalty 2771.964573 = -374095.449628
  nChanged 25
		SP:Iteration 18Q (72423.790000 sec): 3 clusters
  Score: Raw -376874.438529 + Penalty 2771.964573 = -374102.473957
  nChanged 14
		SP:Iteration 19Q (72423.970000 sec): 3 clusters
  Score: Raw -376878.547677 + Penalty 2771.964573 = -374106.583104
  nChanged 6
		SP:Iteration 20F (72424.140000 sec): 3 clusters
  Score: Raw -376879.358883 + Penalty 2771.964573 = -374107.394310
  nChanged 5
		SP:Iteration 21Q (72424.320000 sec): 3 clusters
  Score: Raw -376880.022833 + Penalty 2771.964573 = -374108.058260
  nChanged 4
		SP:Iteration 22Q (72424.490000 sec): 3 clusters
  Score: Raw -376880.508538 + Penalty 2771.964573 = -374108.543965
  nChanged 4
		SP:Iteration 23Q (72424.660000 sec): 3 clusters
  Score: Raw -376881.412137 + Penalty 2771.964573 = -374109.447564
  nChanged 7
		SP:Iteration 24Q (72424.840000 sec): 3 clusters
  Score: Raw -376883.132109 + Penalty 2771.964573 = -374111.167537
  nChanged 4
		SP:Iteration 25Q (72425.020000 sec): 3 clusters
  Score: Raw -376883.674432 + Penalty 2771.964573 = -374111.709859
  nChanged 2
		SP:Iteration 26Q (72425.190000 sec): 3 clusters
  Score: Raw -376883.858552 + Penalty 2771.964573 = -374111.893979
  nChanged 0
		SP:Iteration 27F (72425.360000 sec): 3 clusters
  Score: Raw -376883.858552 + Penalty 2771.964573 = -374111.893979
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (2157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72425.430000 sec): 2 clusters
  Score: Raw -200472.543465 + Penalty 1247.426968 = -199225.116497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72425.600000 sec): 3 clusters
  Score: Raw -199530.567000 + Penalty 2494.853935 = -197035.713064
  nChanged 789
		SP:Iteration 1F (72425.770000 sec): 3 clusters
  Score: Raw -200071.457684 + Penalty 2494.853935 = -197576.603748
  nChanged 179
		SP:Iteration 2F (72425.950000 sec): 3 clusters
  Score: Raw -200198.961508 + Penalty 2494.853935 = -197704.107573
  nChanged 96
		SP:Iteration 3Q (72426.120000 sec): 3 clusters
  Score: Raw -200271.346465 + Penalty 2494.853935 = -197776.492530
  nChanged 71
		SP:Iteration 4Q (72426.300000 sec): 3 clusters
  Score: Raw -200313.766517 + Penalty 2494.853935 = -197818.912582
  nChanged 45
		SP:Iteration 5Q (72426.480000 sec): 3 clusters
  Score: Raw -200338.936330 + Penalty 2494.853935 = -197844.082395
  nChanged 45
		SP:Iteration 6Q (72426.650000 sec): 3 clusters
  Score: Raw -200360.940755 + Penalty 2494.853935 = -197866.086820
  nChanged 27
		SP:Iteration 7Q (72426.820000 sec): 3 clusters
  Score: Raw -200371.872865 + Penalty 2494.853935 = -197877.018930
  nChanged 23
		SP:Iteration 8Q (72427.000000 sec): 3 clusters
  Score: Raw -200382.919081 + Penalty 2494.853935 = -197888.065146
  nChanged 25
		SP:Iteration 9Q (72427.170000 sec): 3 clusters
  Score: Raw -200398.141430 + Penalty 2494.853935 = -197903.287495
  nChanged 21
		SP:Iteration 10Q (72427.350000 sec): 3 clusters
  Score: Raw -200407.775942 + Penalty 2494.853935 = -197912.922006
  nChanged 16
		SP:Iteration 11Q (72427.520000 sec): 3 clusters
  Score: Raw -200414.973261 + Penalty 2494.853935 = -197920.119326
  nChanged 22
		SP:Iteration 12Q (72427.700000 sec): 3 clusters
  Score: Raw -200426.410161 + Penalty 2494.853935 = -197931.556226
  nChanged 25
		SP:Iteration 13Q (72427.880000 sec): 3 clusters
  Score: Raw -200438.881837 + Penalty 2494.853935 = -197944.027902
  nChanged 30
		SP:Iteration 14Q (72428.050000 sec): 3 clusters
  Score: Raw -200452.358064 + Penalty 2494.853935 = -197957.504129
  nChanged 25
		SP:Iteration 15Q (72428.230000 sec): 3 clusters
  Score: Raw -200463.678230 + Penalty 2494.853935 = -197968.824295
  nChanged 25
		SP:Iteration 16Q (72428.400000 sec): 3 clusters
  Score: Raw -200473.868193 + Penalty 2494.853935 = -197979.014258
  nChanged 28
		SP:Iteration 17Q (72428.580000 sec): 3 clusters
  Score: Raw -200487.728117 + Penalty 2494.853935 = -197992.874182
  nChanged 32
		SP:Iteration 18Q (72428.760000 sec): 3 clusters
  Score: Raw -200504.427082 + Penalty 2494.853935 = -198009.573147
  nChanged 27
		SP:Iteration 19Q (72428.930000 sec): 3 clusters
  Score: Raw -200518.549981 + Penalty 2494.853935 = -198023.696046
  nChanged 36
		SP:Iteration 20F (72429.110000 sec): 3 clusters
  Score: Raw -200539.954572 + Penalty 2494.853935 = -198045.100637
  nChanged 34
		SP:Iteration 21Q (72429.280000 sec): 3 clusters
  Score: Raw -200564.772687 + Penalty 2494.853935 = -198069.918752
  nChanged 36
		SP:Iteration 22Q (72429.460000 sec): 3 clusters
  Score: Raw -200583.020745 + Penalty 2494.853935 = -198088.166810
  nChanged 21
		SP:Iteration 23Q (72429.640000 sec): 3 clusters
  Score: Raw -200595.259578 + Penalty 2494.853935 = -198100.405643
  nChanged 20
		SP:Iteration 24Q (72429.810000 sec): 3 clusters
  Score: Raw -200610.355950 + Penalty 2494.853935 = -198115.502015
  nChanged 27
		SP:Iteration 25Q (72429.990000 sec): 3 clusters
  Score: Raw -200633.357878 + Penalty 2494.853935 = -198138.503943
  nChanged 25
		SP:Iteration 26Q (72430.160000 sec): 3 clusters
  Score: Raw -200654.450972 + Penalty 2494.853935 = -198159.597036
  nChanged 23
		SP:Iteration 27Q (72430.340000 sec): 3 clusters
  Score: Raw -200670.944755 + Penalty 2494.853935 = -198176.090820
  nChanged 29
		SP:Iteration 28Q (72430.520000 sec): 3 clusters
  Score: Raw -200696.856610 + Penalty 2494.853935 = -198202.002674
  nChanged 36
		SP:Iteration 29Q (72430.690000 sec): 3 clusters
  Score: Raw -200729.880617 + Penalty 2494.853935 = -198235.026682
  nChanged 22
		SP:Iteration 30Q (72430.860000 sec): 3 clusters
  Score: Raw -200746.209452 + Penalty 2494.853935 = -198251.355517
  nChanged 22
		SP:Iteration 31Q (72431.040000 sec): 3 clusters
  Score: Raw -200760.714946 + Penalty 2494.853935 = -198265.861011
  nChanged 18
		SP:Iteration 32Q (72431.220000 sec): 3 clusters
  Score: Raw -200768.644381 + Penalty 2494.853935 = -198273.790446
  nChanged 15
		SP:Iteration 33Q (72431.390000 sec): 3 clusters
  Score: Raw -200777.270737 + Penalty 2494.853935 = -198282.416802
  nChanged 10
		SP:Iteration 34Q (72431.570000 sec): 3 clusters
  Score: Raw -200782.796546 + Penalty 2494.853935 = -198287.942611
  nChanged 9
		SP:Iteration 35Q (72431.740000 sec): 3 clusters
  Score: Raw -200788.763180 + Penalty 2494.853935 = -198293.909245
  nChanged 9
		SP:Iteration 36Q (72431.920000 sec): 3 clusters
  Score: Raw -200791.967304 + Penalty 2494.853935 = -198297.113369
  nChanged 8
		SP:Iteration 37Q (72432.100000 sec): 3 clusters
  Score: Raw -200796.005973 + Penalty 2494.853935 = -198301.152038
  nChanged 7
		SP:Iteration 38Q (72432.270000 sec): 3 clusters
  Score: Raw -200800.155754 + Penalty 2494.853935 = -198305.301819
  nChanged 5
		SP:Iteration 39Q (72432.450000 sec): 3 clusters
  Score: Raw -200803.032105 + Penalty 2494.853935 = -198308.178170
  nChanged 7
		SP:Iteration 40F (72432.620000 sec): 3 clusters
  Score: Raw -200807.218498 + Penalty 2494.853935 = -198312.364563
  nChanged 4
		SP:Iteration 41Q (72432.800000 sec): 3 clusters
  Score: Raw -200809.277803 + Penalty 2494.853935 = -198314.423867
  nChanged 5
		SP:Iteration 42Q (72432.980000 sec): 3 clusters
  Score: Raw -200811.839533 + Penalty 2494.853935 = -198316.985598
  nChanged 3
		SP:Iteration 43Q (72433.150000 sec): 3 clusters
  Score: Raw -200812.563343 + Penalty 2494.853935 = -198317.709408
  nChanged 0
		SP:Iteration 44F (72433.330000 sec): 3 clusters
  Score: Raw -200812.563343 + Penalty 2494.853935 = -198317.709408
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (7448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72433.440000 sec): 2 clusters
  Score: Raw -626820.582896 + Penalty 1448.801383 = -625371.781513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72433.660000 sec): 3 clusters
  Score: Raw -622820.423749 + Penalty 2897.602766 = -619922.820983
  nChanged 3154
		SP:Iteration 1F (72433.780000 sec): 3 clusters
  Score: Raw -625024.822567 + Penalty 2897.602766 = -622127.219801
  nChanged 658
		SP:Iteration 2F (72433.890000 sec): 3 clusters
  Score: Raw -625570.935842 + Penalty 2897.602766 = -622673.333076
  nChanged 556
		SP:Iteration 3F (72434.000000 sec): 3 clusters
  Score: Raw -626016.173036 + Penalty 2897.602766 = -623118.570269
  nChanged 469
		SP:Iteration 4F (72434.120000 sec): 3 clusters
  Score: Raw -626344.736714 + Penalty 2897.602766 = -623447.133947
  nChanged 351
		SP:Iteration 5Q (72434.240000 sec): 3 clusters
  Score: Raw -626534.572092 + Penalty 2897.602766 = -623636.969326
  nChanged 250
		SP:Iteration 6Q (72434.350000 sec): 3 clusters
  Score: Raw -626643.806721 + Penalty 2897.602766 = -623746.203954
  nChanged 215
		SP:Iteration 7Q (72434.470000 sec): 3 clusters
  Score: Raw -626745.689084 + Penalty 2897.602766 = -623848.086318
  nChanged 217
		SP:Iteration 8Q (72434.580000 sec): 3 clusters
  Score: Raw -626842.359129 + Penalty 2897.602766 = -623944.756363
  nChanged 163
		SP:Iteration 9Q (72434.700000 sec): 3 clusters
  Score: Raw -626899.073064 + Penalty 2897.602766 = -624001.470298
  nChanged 135
		SP:Iteration 10Q (72434.820000 sec): 3 clusters
  Score: Raw -626950.349226 + Penalty 2897.602766 = -624052.746459
  nChanged 133
		SP:Iteration 11Q (72434.930000 sec): 3 clusters
  Score: Raw -626994.739010 + Penalty 2897.602766 = -624097.136243
  nChanged 100
		SP:Iteration 12Q (72435.050000 sec): 3 clusters
  Score: Raw -627033.342160 + Penalty 2897.602766 = -624135.739394
  nChanged 110
		SP:Iteration 13Q (72435.170000 sec): 3 clusters
  Score: Raw -627077.652349 + Penalty 2897.602766 = -624180.049583
  nChanged 109
		SP:Iteration 14Q (72435.280000 sec): 3 clusters
  Score: Raw -627121.412670 + Penalty 2897.602766 = -624223.809904
  nChanged 86
		SP:Iteration 15Q (72435.400000 sec): 3 clusters
  Score: Raw -627146.458095 + Penalty 2897.602766 = -624248.855329
  nChanged 66
		SP:Iteration 16Q (72435.520000 sec): 3 clusters
  Score: Raw -627165.616297 + Penalty 2897.602766 = -624268.013531
  nChanged 63
		SP:Iteration 17Q (72435.630000 sec): 3 clusters
  Score: Raw -627182.597144 + Penalty 2897.602766 = -624284.994378
  nChanged 58
		SP:Iteration 18Q (72435.750000 sec): 3 clusters
  Score: Raw -627195.100544 + Penalty 2897.602766 = -624297.497778
  nChanged 43
		SP:Iteration 19Q (72435.860000 sec): 3 clusters
  Score: Raw -627204.147480 + Penalty 2897.602766 = -624306.544714
  nChanged 30
		SP:Iteration 20F (72436.080000 sec): 3 clusters
  Score: Raw -627211.754218 + Penalty 2897.602766 = -624314.151451
  nChanged 31
		SP:Iteration 21Q (72436.280000 sec): 3 clusters
  Score: Raw -627217.576272 + Penalty 2897.602766 = -624319.973506
  nChanged 25
		SP:Iteration 22Q (72436.480000 sec): 3 clusters
  Score: Raw -627221.189062 + Penalty 2897.602766 = -624323.586296
  nChanged 14
		SP:Iteration 23Q (72436.680000 sec): 3 clusters
  Score: Raw -627224.013397 + Penalty 2897.602766 = -624326.410631
  nChanged 13
		SP:Iteration 24Q (72436.870000 sec): 3 clusters
  Score: Raw -627227.038094 + Penalty 2897.602766 = -624329.435328
  nChanged 17
		SP:Iteration 25Q (72437.070000 sec): 3 clusters
  Score: Raw -627230.088374 + Penalty 2897.602766 = -624332.485608
  nChanged 16
		SP:Iteration 26Q (72437.270000 sec): 3 clusters
  Score: Raw -627232.777443 + Penalty 2897.602766 = -624335.174677
  nChanged 8
		SP:Iteration 27Q (72437.460000 sec): 3 clusters
  Score: Raw -627234.830193 + Penalty 2897.602766 = -624337.227427
  nChanged 10
		SP:Iteration 28Q (72437.660000 sec): 3 clusters
  Score: Raw -627236.720812 + Penalty 2897.602766 = -624339.118046
  nChanged 8
		SP:Iteration 29Q (72437.860000 sec): 3 clusters
  Score: Raw -627237.641678 + Penalty 2897.602766 = -624340.038912
  nChanged 3
		SP:Iteration 30Q (72438.060000 sec): 3 clusters
  Score: Raw -627237.893626 + Penalty 2897.602766 = -624340.290860
  nChanged 0
		SP:Iteration 31F (72438.260000 sec): 3 clusters
  Score: Raw -627237.893626 + Penalty 2897.602766 = -624340.290860
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (3860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72438.340000 sec): 2 clusters
  Score: Raw -325983.409357 + Penalty 1341.993650 = -324641.415707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72438.510000 sec): 3 clusters
  Score: Raw -324057.588302 + Penalty 2683.987300 = -321373.601001
  nChanged 1508
		SP:Iteration 1F (72438.690000 sec): 3 clusters
  Score: Raw -324975.375207 + Penalty 2683.987300 = -322291.387906
  nChanged 363
		SP:Iteration 2F (72438.860000 sec): 3 clusters
  Score: Raw -325273.524851 + Penalty 2683.987300 = -322589.537550
  nChanged 269
		SP:Iteration 3F (72439.040000 sec): 3 clusters
  Score: Raw -325494.598342 + Penalty 2683.987300 = -322810.611042
  nChanged 222
		SP:Iteration 4F (72439.220000 sec): 3 clusters
  Score: Raw -325664.918405 + Penalty 2683.987300 = -322980.931105
  nChanged 180
		SP:Iteration 5Q (72439.390000 sec): 3 clusters
  Score: Raw -325826.171724 + Penalty 2683.987300 = -323142.184424
  nChanged 190
		SP:Iteration 6Q (72439.570000 sec): 3 clusters
  Score: Raw -325989.749184 + Penalty 2683.987300 = -323305.761884
  nChanged 171
		SP:Iteration 7Q (72439.740000 sec): 3 clusters
  Score: Raw -326129.904849 + Penalty 2683.987300 = -323445.917548
  nChanged 144
		SP:Iteration 8Q (72439.920000 sec): 3 clusters
  Score: Raw -326244.123506 + Penalty 2683.987300 = -323560.136206
  nChanged 107
		SP:Iteration 9Q (72440.100000 sec): 3 clusters
  Score: Raw -326327.459994 + Penalty 2683.987300 = -323643.472694
  nChanged 104
		SP:Iteration 10Q (72440.270000 sec): 3 clusters
  Score: Raw -326400.486824 + Penalty 2683.987300 = -323716.499524
  nChanged 73
		SP:Iteration 11Q (72440.440000 sec): 3 clusters
  Score: Raw -326442.307011 + Penalty 2683.987300 = -323758.319710
  nChanged 54
		SP:Iteration 12Q (72440.620000 sec): 3 clusters
  Score: Raw -326470.731363 + Penalty 2683.987300 = -323786.744063
  nChanged 40
		SP:Iteration 13Q (72440.800000 sec): 3 clusters
  Score: Raw -326493.979953 + Penalty 2683.987300 = -323809.992653
  nChanged 32
		SP:Iteration 14Q (72440.970000 sec): 3 clusters
  Score: Raw -326516.550604 + Penalty 2683.987300 = -323832.563304
  nChanged 34
		SP:Iteration 15Q (72441.150000 sec): 3 clusters
  Score: Raw -326534.298564 + Penalty 2683.987300 = -323850.311264
  nChanged 29
		SP:Iteration 16Q (72441.320000 sec): 3 clusters
  Score: Raw -326551.508597 + Penalty 2683.987300 = -323867.521297
  nChanged 22
		SP:Iteration 17Q (72441.500000 sec): 3 clusters
  Score: Raw -326566.707643 + Penalty 2683.987300 = -323882.720343
  nChanged 20
		SP:Iteration 18Q (72441.680000 sec): 3 clusters
  Score: Raw -326584.272924 + Penalty 2683.987300 = -323900.285623
  nChanged 28
		SP:Iteration 19Q (72441.850000 sec): 3 clusters
  Score: Raw -326602.671625 + Penalty 2683.987300 = -323918.684324
  nChanged 29
		SP:Iteration 20F (72442.030000 sec): 3 clusters
  Score: Raw -326626.989139 + Penalty 2683.987300 = -323943.001839
  nChanged 31
		SP:Iteration 21Q (72442.200000 sec): 3 clusters
  Score: Raw -326641.834275 + Penalty 2683.987300 = -323957.846974
  nChanged 14
		SP:Iteration 22Q (72442.380000 sec): 3 clusters
  Score: Raw -326651.720779 + Penalty 2683.987300 = -323967.733478
  nChanged 13
		SP:Iteration 23Q (72442.560000 sec): 3 clusters
  Score: Raw -326658.219189 + Penalty 2683.987300 = -323974.231889
  nChanged 12
		SP:Iteration 24Q (72442.730000 sec): 3 clusters
  Score: Raw -326662.466491 + Penalty 2683.987300 = -323978.479191
  nChanged 9
		SP:Iteration 25Q (72442.910000 sec): 3 clusters
  Score: Raw -326667.166792 + Penalty 2683.987300 = -323983.179491
  nChanged 7
		SP:Iteration 26Q (72443.080000 sec): 3 clusters
  Score: Raw -326670.213860 + Penalty 2683.987300 = -323986.226560
  nChanged 8
		SP:Iteration 27Q (72443.260000 sec): 3 clusters
  Score: Raw -326674.027746 + Penalty 2683.987300 = -323990.040445
  nChanged 6
		SP:Iteration 28Q (72443.440000 sec): 3 clusters
  Score: Raw -326676.804771 + Penalty 2683.987300 = -323992.817471
  nChanged 4
		SP:Iteration 29Q (72443.610000 sec): 3 clusters
  Score: Raw -326678.303391 + Penalty 2683.987300 = -323994.316090
  nChanged 2
		SP:Iteration 30Q (72443.790000 sec): 3 clusters
  Score: Raw -326678.803897 + Penalty 2683.987300 = -323994.816596
  nChanged 1
		SP:Iteration 31Q (72443.970000 sec): 3 clusters
  Score: Raw -326679.264338 + Penalty 2683.987300 = -323995.277038
  nChanged 0
		SP:Iteration 32F (72444.140000 sec): 3 clusters
  Score: Raw -326679.264338 + Penalty 2683.987300 = -323995.277038
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (3250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72444.240000 sec): 2 clusters
  Score: Raw -244880.762647 + Penalty 1314.041670 = -243566.720977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72444.410000 sec): 3 clusters
  Score: Raw -243328.594422 + Penalty 2628.083339 = -240700.511082
  nChanged 1247
		SP:Iteration 1F (72444.590000 sec): 3 clusters
  Score: Raw -244226.193675 + Penalty 2628.083339 = -241598.110336
  nChanged 279
		SP:Iteration 2F (72444.770000 sec): 3 clusters
  Score: Raw -244467.417686 + Penalty 2628.083339 = -241839.334346
  nChanged 221
		SP:Iteration 3F (72444.940000 sec): 3 clusters
  Score: Raw -244669.925572 + Penalty 2628.083339 = -242041.842232
  nChanged 175
		SP:Iteration 4F (72445.120000 sec): 3 clusters
  Score: Raw -244795.235250 + Penalty 2628.083339 = -242167.151910
  nChanged 130
		SP:Iteration 5Q (72445.290000 sec): 3 clusters
  Score: Raw -244887.393101 + Penalty 2628.083339 = -242259.309761
  nChanged 109
		SP:Iteration 6Q (72445.470000 sec): 3 clusters
  Score: Raw -244972.031597 + Penalty 2628.083339 = -242343.948258
  nChanged 115
		SP:Iteration 7Q (72445.650000 sec): 3 clusters
  Score: Raw -245057.656982 + Penalty 2628.083339 = -242429.573642
  nChanged 76
		SP:Iteration 8Q (72445.820000 sec): 3 clusters
  Score: Raw -245104.503517 + Penalty 2628.083339 = -242476.420178
  nChanged 77
		SP:Iteration 9Q (72446.000000 sec): 3 clusters
  Score: Raw -245150.172527 + Penalty 2628.083339 = -242522.089187
  nChanged 65
		SP:Iteration 10Q (72446.170000 sec): 3 clusters
  Score: Raw -245197.024323 + Penalty 2628.083339 = -242568.940983
  nChanged 58
		SP:Iteration 11Q (72446.350000 sec): 3 clusters
  Score: Raw -245238.727667 + Penalty 2628.083339 = -242610.644328
  nChanged 52
		SP:Iteration 12Q (72446.530000 sec): 3 clusters
  Score: Raw -245275.476543 + Penalty 2628.083339 = -242647.393204
  nChanged 44
		SP:Iteration 13Q (72446.700000 sec): 3 clusters
  Score: Raw -245301.114538 + Penalty 2628.083339 = -242673.031199
  nChanged 35
		SP:Iteration 14Q (72446.880000 sec): 3 clusters
  Score: Raw -245329.308987 + Penalty 2628.083339 = -242701.225648
  nChanged 29
		SP:Iteration 15Q (72447.050000 sec): 3 clusters
  Score: Raw -245349.194512 + Penalty 2628.083339 = -242721.111172
  nChanged 28
		SP:Iteration 16Q (72447.230000 sec): 3 clusters
  Score: Raw -245371.647472 + Penalty 2628.083339 = -242743.564132
  nChanged 34
		SP:Iteration 17Q (72447.410000 sec): 3 clusters
  Score: Raw -245392.998886 + Penalty 2628.083339 = -242764.915546
  nChanged 27
		SP:Iteration 18Q (72447.580000 sec): 3 clusters
  Score: Raw -245409.153384 + Penalty 2628.083339 = -242781.070044
  nChanged 21
		SP:Iteration 19Q (72447.760000 sec): 3 clusters
  Score: Raw -245419.507107 + Penalty 2628.083339 = -242791.423767
  nChanged 14
		SP:Iteration 20F (72447.930000 sec): 3 clusters
  Score: Raw -245429.226111 + Penalty 2628.083339 = -242801.142772
  nChanged 21
		SP:Iteration 21Q (72448.110000 sec): 3 clusters
  Score: Raw -245440.522592 + Penalty 2628.083339 = -242812.439253
  nChanged 21
		SP:Iteration 22Q (72448.280000 sec): 3 clusters
  Score: Raw -245451.523141 + Penalty 2628.083339 = -242823.439802
  nChanged 17
		SP:Iteration 23Q (72448.460000 sec): 3 clusters
  Score: Raw -245459.520440 + Penalty 2628.083339 = -242831.437100
  nChanged 14
		SP:Iteration 24Q (72448.630000 sec): 3 clusters
  Score: Raw -245467.102317 + Penalty 2628.083339 = -242839.018978
  nChanged 8
		SP:Iteration 25Q (72448.810000 sec): 3 clusters
  Score: Raw -245470.972279 + Penalty 2628.083339 = -242842.888939
  nChanged 4
		SP:Iteration 26Q (72448.990000 sec): 3 clusters
  Score: Raw -245473.013097 + Penalty 2628.083339 = -242844.929757
  nChanged 3
		SP:Iteration 27Q (72449.160000 sec): 3 clusters
  Score: Raw -245474.988125 + Penalty 2628.083339 = -242846.904785
  nChanged 5
		SP:Iteration 28Q (72449.340000 sec): 3 clusters
  Score: Raw -245477.516399 + Penalty 2628.083339 = -242849.433060
  nChanged 5
		SP:Iteration 29Q (72449.510000 sec): 3 clusters
  Score: Raw -245479.947896 + Penalty 2628.083339 = -242851.864557
  nChanged 3
		SP:Iteration 30Q (72449.690000 sec): 3 clusters
  Score: Raw -245481.070332 + Penalty 2628.083339 = -242852.986993
  nChanged 2
		SP:Iteration 31Q (72449.870000 sec): 3 clusters
  Score: Raw -245481.661342 + Penalty 2628.083339 = -242853.578002
  nChanged 3
		SP:Iteration 32Q (72450.040000 sec): 3 clusters
  Score: Raw -245483.283635 + Penalty 2628.083339 = -242855.200296
  nChanged 0
		SP:Iteration 33F (72450.220000 sec): 3 clusters
  Score: Raw -245483.283635 + Penalty 2628.083339 = -242855.200296
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (4203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72450.340000 sec): 2 clusters
  Score: Raw -376997.620796 + Penalty 1355.827498 = -375641.793298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72450.530000 sec): 3 clusters
  Score: Raw -374878.148145 + Penalty 2711.654996 = -372166.493149
  nChanged 1665
		SP:Iteration 1F (72450.700000 sec): 3 clusters
  Score: Raw -375872.049177 + Penalty 2711.654996 = -373160.394180
  nChanged 351
		SP:Iteration 2F (72450.880000 sec): 3 clusters
  Score: Raw -376101.333924 + Penalty 2711.654996 = -373389.678928
  nChanged 260
		SP:Iteration 3F (72451.050000 sec): 3 clusters
  Score: Raw -376290.618713 + Penalty 2711.654996 = -373578.963717
  nChanged 203
		SP:Iteration 4Q (72451.230000 sec): 3 clusters
  Score: Raw -376437.061162 + Penalty 2711.654996 = -373725.406166
  nChanged 197
		SP:Iteration 5Q (72451.410000 sec): 3 clusters
  Score: Raw -376583.863021 + Penalty 2711.654996 = -373872.208024
  nChanged 180
		SP:Iteration 6Q (72451.580000 sec): 3 clusters
  Score: Raw -376738.705551 + Penalty 2711.654996 = -374027.050555
  nChanged 147
		SP:Iteration 7Q (72451.760000 sec): 3 clusters
  Score: Raw -376862.314311 + Penalty 2711.654996 = -374150.659314
  nChanged 138
		SP:Iteration 8Q (72451.930000 sec): 3 clusters
  Score: Raw -376956.815394 + Penalty 2711.654996 = -374245.160398
  nChanged 132
		SP:Iteration 9Q (72452.110000 sec): 3 clusters
  Score: Raw -377030.156286 + Penalty 2711.654996 = -374318.501290
  nChanged 104
		SP:Iteration 10Q (72452.290000 sec): 3 clusters
  Score: Raw -377095.673647 + Penalty 2711.654996 = -374384.018651
  nChanged 112
		SP:Iteration 11Q (72452.460000 sec): 3 clusters
  Score: Raw -377177.162807 + Penalty 2711.654996 = -374465.507811
  nChanged 105
		SP:Iteration 12Q (72452.640000 sec): 3 clusters
  Score: Raw -377264.062092 + Penalty 2711.654996 = -374552.407095
  nChanged 102
		SP:Iteration 13Q (72452.810000 sec): 3 clusters
  Score: Raw -377346.946136 + Penalty 2711.654996 = -374635.291140
  nChanged 83
		SP:Iteration 14Q (72452.990000 sec): 3 clusters
  Score: Raw -377393.576203 + Penalty 2711.654996 = -374681.921207
  nChanged 54
		SP:Iteration 15Q (72453.170000 sec): 3 clusters
  Score: Raw -377428.362318 + Penalty 2711.654996 = -374716.707322
  nChanged 48
		SP:Iteration 16Q (72453.340000 sec): 3 clusters
  Score: Raw -377450.665272 + Penalty 2711.654996 = -374739.010276
  nChanged 36
		SP:Iteration 17Q (72453.520000 sec): 3 clusters
  Score: Raw -377465.354096 + Penalty 2711.654996 = -374753.699099
  nChanged 22
		SP:Iteration 18Q (72453.690000 sec): 3 clusters
  Score: Raw -377476.598053 + Penalty 2711.654996 = -374764.943057
  nChanged 28
		SP:Iteration 19Q (72453.870000 sec): 3 clusters
  Score: Raw -377490.409535 + Penalty 2711.654996 = -374778.754539
  nChanged 25
		SP:Iteration 20F (72454.050000 sec): 3 clusters
  Score: Raw -377501.053776 + Penalty 2711.654996 = -374789.398779
  nChanged 21
		SP:Iteration 21Q (72454.220000 sec): 3 clusters
  Score: Raw -377506.751500 + Penalty 2711.654996 = -374795.096504
  nChanged 16
		SP:Iteration 22Q (72454.400000 sec): 3 clusters
  Score: Raw -377513.151750 + Penalty 2711.654996 = -374801.496754
  nChanged 13
		SP:Iteration 23Q (72454.590000 sec): 3 clusters
  Score: Raw -377520.913666 + Penalty 2711.654996 = -374809.258669
  nChanged 11
		SP:Iteration 24Q (72454.760000 sec): 3 clusters
  Score: Raw -377525.115872 + Penalty 2711.654996 = -374813.460875
  nChanged 6
		SP:Iteration 25Q (72454.920000 sec): 3 clusters
  Score: Raw -377526.490196 + Penalty 2711.654996 = -374814.835199
  nChanged 5
		SP:Iteration 26Q (72455.080000 sec): 3 clusters
  Score: Raw -377528.728957 + Penalty 2711.654996 = -374817.073961
  nChanged 10
		SP:Iteration 27Q (72455.240000 sec): 3 clusters
  Score: Raw -377531.450729 + Penalty 2711.654996 = -374819.795732
  nChanged 7
		SP:Iteration 28Q (72455.390000 sec): 3 clusters
  Score: Raw -377533.223324 + Penalty 2711.654996 = -374821.568328
  nChanged 4
		SP:Iteration 29Q (72455.550000 sec): 3 clusters
  Score: Raw -377534.003882 + Penalty 2711.654996 = -374822.348886
  nChanged 1
		SP:Iteration 30Q (72455.710000 sec): 3 clusters
  Score: Raw -377534.583415 + Penalty 2711.654996 = -374822.928419
  nChanged 1
		SP:Iteration 31Q (72455.890000 sec): 3 clusters
  Score: Raw -377534.980806 + Penalty 2711.654996 = -374823.325810
  nChanged 1
		SP:Iteration 32Q (72456.060000 sec): 3 clusters
  Score: Raw -377535.376661 + Penalty 2711.654996 = -374823.721664
  nChanged 0
		SP:Iteration 33F (72456.240000 sec): 3 clusters
  Score: Raw -377535.376661 + Penalty 2711.654996 = -374823.721664
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (3358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72456.350000 sec): 2 clusters
  Score: Raw -315968.311743 + Penalty 1319.353886 = -314648.957857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72456.530000 sec): 3 clusters
  Score: Raw -314345.559379 + Penalty 2638.707772 = -311706.851607
  nChanged 1283
		SP:Iteration 1F (72456.700000 sec): 3 clusters
  Score: Raw -315125.661151 + Penalty 2638.707772 = -312486.953378
  nChanged 291
		SP:Iteration 2F (72456.880000 sec): 3 clusters
  Score: Raw -315345.297129 + Penalty 2638.707772 = -312706.589356
  nChanged 216
		SP:Iteration 3F (72457.050000 sec): 3 clusters
  Score: Raw -315504.183477 + Penalty 2638.707772 = -312865.475705
  nChanged 193
		SP:Iteration 4F (72457.230000 sec): 3 clusters
  Score: Raw -315645.105365 + Penalty 2638.707772 = -313006.397593
  nChanged 163
		SP:Iteration 5Q (72457.410000 sec): 3 clusters
  Score: Raw -315738.675254 + Penalty 2638.707772 = -313099.967482
  nChanged 136
		SP:Iteration 6Q (72457.580000 sec): 3 clusters
  Score: Raw -315819.427023 + Penalty 2638.707772 = -313180.719251
  nChanged 99
		SP:Iteration 7Q (72457.760000 sec): 3 clusters
  Score: Raw -315868.689386 + Penalty 2638.707772 = -313229.981614
  nChanged 65
		SP:Iteration 8Q (72457.870000 sec): 3 clusters
  Score: Raw -315898.792241 + Penalty 2638.707772 = -313260.084469
  nChanged 48
		SP:Iteration 9Q (72457.940000 sec): 3 clusters
  Score: Raw -315923.020788 + Penalty 2638.707772 = -313284.313016
  nChanged 43
		SP:Iteration 10Q (72458.010000 sec): 3 clusters
  Score: Raw -315942.686374 + Penalty 2638.707772 = -313303.978602
  nChanged 34
		SP:Iteration 11Q (72458.070000 sec): 3 clusters
  Score: Raw -315955.091234 + Penalty 2638.707772 = -313316.383462
  nChanged 24
		SP:Iteration 12Q (72458.140000 sec): 3 clusters
  Score: Raw -315964.100425 + Penalty 2638.707772 = -313325.392652
  nChanged 24
		SP:Iteration 13Q (72458.210000 sec): 3 clusters
  Score: Raw -315973.109506 + Penalty 2638.707772 = -313334.401734
  nChanged 17
		SP:Iteration 14Q (72458.270000 sec): 3 clusters
  Score: Raw -315980.116848 + Penalty 2638.707772 = -313341.409076
  nChanged 18
		SP:Iteration 15Q (72458.330000 sec): 3 clusters
  Score: Raw -315986.796466 + Penalty 2638.707772 = -313348.088694
  nChanged 17
		SP:Iteration 16Q (72458.400000 sec): 3 clusters
  Score: Raw -315991.782561 + Penalty 2638.707772 = -313353.074788
  nChanged 10
		SP:Iteration 17Q (72458.470000 sec): 3 clusters
  Score: Raw -315995.961059 + Penalty 2638.707772 = -313357.253286
  nChanged 12
		SP:Iteration 18Q (72458.530000 sec): 3 clusters
  Score: Raw -316000.981124 + Penalty 2638.707772 = -313362.273352
  nChanged 9
		SP:Iteration 19Q (72458.590000 sec): 3 clusters
  Score: Raw -316005.002258 + Penalty 2638.707772 = -313366.294486
  nChanged 11
		SP:Iteration 20F (72458.650000 sec): 3 clusters
  Score: Raw -316009.027070 + Penalty 2638.707772 = -313370.319297
  nChanged 10
		SP:Iteration 21Q (72458.710000 sec): 3 clusters
  Score: Raw -316012.960612 + Penalty 2638.707772 = -313374.252839
  nChanged 9
		SP:Iteration 22Q (72458.770000 sec): 3 clusters
  Score: Raw -316017.295969 + Penalty 2638.707772 = -313378.588197
  nChanged 12
		SP:Iteration 23Q (72458.830000 sec): 3 clusters
  Score: Raw -316021.040937 + Penalty 2638.707772 = -313382.333164
  nChanged 4
		SP:Iteration 24Q (72458.900000 sec): 3 clusters
  Score: Raw -316024.351288 + Penalty 2638.707772 = -313385.643515
  nChanged 11
		SP:Iteration 25Q (72458.960000 sec): 3 clusters
  Score: Raw -316027.474577 + Penalty 2638.707772 = -313388.766805
  nChanged 6
		SP:Iteration 26Q (72459.020000 sec): 3 clusters
  Score: Raw -316029.314939 + Penalty 2638.707772 = -313390.607167
  nChanged 9
		SP:Iteration 27Q (72459.080000 sec): 3 clusters
  Score: Raw -316031.779956 + Penalty 2638.707772 = -313393.072184
  nChanged 5
		SP:Iteration 28Q (72459.140000 sec): 3 clusters
  Score: Raw -316033.158567 + Penalty 2638.707772 = -313394.450795
  nChanged 4
		SP:Iteration 29Q (72459.200000 sec): 3 clusters
  Score: Raw -316034.912283 + Penalty 2638.707772 = -313396.204511
  nChanged 3
		SP:Iteration 30Q (72459.270000 sec): 3 clusters
  Score: Raw -316036.688548 + Penalty 2638.707772 = -313397.980776
  nChanged 7
		SP:Iteration 31Q (72459.370000 sec): 3 clusters
  Score: Raw -316039.442933 + Penalty 2638.707772 = -313400.735161
  nChanged 5
		SP:Iteration 32Q (72459.540000 sec): 3 clusters
  Score: Raw -316040.708928 + Penalty 2638.707772 = -313402.001156
  nChanged 4
		SP:Iteration 33Q (72459.720000 sec): 3 clusters
  Score: Raw -316042.034631 + Penalty 2638.707772 = -313403.326859
  nChanged 3
		SP:Iteration 34Q (72459.890000 sec): 3 clusters
  Score: Raw -316043.179505 + Penalty 2638.707772 = -313404.471732
  nChanged 2
		SP:Iteration 35Q (72460.070000 sec): 3 clusters
  Score: Raw -316043.748384 + Penalty 2638.707772 = -313405.040612
  nChanged 4
		SP:Iteration 36Q (72460.240000 sec): 3 clusters
  Score: Raw -316044.464113 + Penalty 2638.707772 = -313405.756341
  nChanged 1
		SP:Iteration 37Q (72460.420000 sec): 3 clusters
  Score: Raw -316044.586496 + Penalty 2638.707772 = -313405.878724
  nChanged 0
		SP:Iteration 38F (72460.590000 sec): 3 clusters
  Score: Raw -316044.586496 + Penalty 2638.707772 = -313405.878724
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (13187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72460.780000 sec): 2 clusters
  Score: Raw -1264659.336824 + Penalty 1541.635351 = -1263117.701473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72461.060000 sec): 3 clusters
  Score: Raw -1256995.366077 + Penalty 3083.270702 = -1253912.095376
  nChanged 5820
		SP:Iteration 1F (72461.350000 sec): 3 clusters
  Score: Raw -1260544.167184 + Penalty 3083.270702 = -1257460.896482
  nChanged 1120
		SP:Iteration 2F (72461.590000 sec): 3 clusters
  Score: Raw -1261396.456884 + Penalty 3083.270702 = -1258313.186182
  nChanged 1123
		SP:Iteration 3F (72461.910000 sec): 3 clusters
  Score: Raw -1262288.005581 + Penalty 3083.270702 = -1259204.734880
  nChanged 968
		SP:Iteration 4F (72462.120000 sec): 3 clusters
  Score: Raw -1262961.734033 + Penalty 3083.270702 = -1259878.463331
  nChanged 767
		SP:Iteration 5F (72462.360000 sec): 3 clusters
  Score: Raw -1263401.674191 + Penalty 3083.270702 = -1260318.403489
  nChanged 594
		SP:Iteration 6Q (72462.610000 sec): 3 clusters
  Score: Raw -1263709.256211 + Penalty 3083.270702 = -1260625.985510
  nChanged 462
		SP:Iteration 7Q (72462.830000 sec): 3 clusters
  Score: Raw -1263926.954862 + Penalty 3083.270702 = -1260843.684161
  nChanged 400
		SP:Iteration 8Q (72463.100000 sec): 3 clusters
  Score: Raw -1264112.822595 + Penalty 3083.270702 = -1261029.551893
  nChanged 398
		SP:Iteration 9Q (72463.330000 sec): 3 clusters
  Score: Raw -1264317.103038 + Penalty 3083.270702 = -1261233.832336
  nChanged 416
		SP:Iteration 10Q (72463.590000 sec): 3 clusters
  Score: Raw -1264527.231787 + Penalty 3083.270702 = -1261443.961086
  nChanged 445
		SP:Iteration 11Q (72463.840000 sec): 3 clusters
  Score: Raw -1264745.508864 + Penalty 3083.270702 = -1261662.238162
  nChanged 406
		SP:Iteration 12Q (72464.040000 sec): 3 clusters
  Score: Raw -1264952.309332 + Penalty 3083.270702 = -1261869.038630
  nChanged 389
		SP:Iteration 13Q (72464.220000 sec): 3 clusters
  Score: Raw -1265145.032569 + Penalty 3083.270702 = -1262061.761868
  nChanged 350
		SP:Iteration 14Q (72464.440000 sec): 3 clusters
  Score: Raw -1265311.901477 + Penalty 3083.270702 = -1262228.630775
  nChanged 299
		SP:Iteration 15Q (72464.730000 sec): 3 clusters
  Score: Raw -1265453.487015 + Penalty 3083.270702 = -1262370.216313
  nChanged 281
		SP:Iteration 16Q (72464.930000 sec): 3 clusters
  Score: Raw -1265589.025541 + Penalty 3083.270702 = -1262505.754839
  nChanged 260
		SP:Iteration 17Q (72465.200000 sec): 3 clusters
  Score: Raw -1265701.211029 + Penalty 3083.270702 = -1262617.940327
  nChanged 211
		SP:Iteration 18Q (72465.370000 sec): 3 clusters
  Score: Raw -1265786.027082 + Penalty 3083.270702 = -1262702.756380
  nChanged 181
		SP:Iteration 19Q (72465.600000 sec): 3 clusters
  Score: Raw -1265857.528011 + Penalty 3083.270702 = -1262774.257310
  nChanged 154
		SP:Iteration 20F (72465.780000 sec): 3 clusters
  Score: Raw -1265908.721327 + Penalty 3083.270702 = -1262825.450625
  nChanged 125
		SP:Iteration 21Q (72465.970000 sec): 3 clusters
  Score: Raw -1265953.565451 + Penalty 3083.270702 = -1262870.294749
  nChanged 100
		SP:Iteration 22Q (72466.250000 sec): 3 clusters
  Score: Raw -1265983.330351 + Penalty 3083.270702 = -1262900.059650
  nChanged 83
		SP:Iteration 23Q (72466.470000 sec): 3 clusters
  Score: Raw -1266004.939041 + Penalty 3083.270702 = -1262921.668339
  nChanged 66
		SP:Iteration 24Q (72466.630000 sec): 3 clusters
  Score: Raw -1266019.915936 + Penalty 3083.270702 = -1262936.645234
  nChanged 41
		SP:Iteration 25Q (72466.800000 sec): 3 clusters
  Score: Raw -1266029.634719 + Penalty 3083.270702 = -1262946.364017
  nChanged 33
		SP:Iteration 26Q (72467.020000 sec): 3 clusters
  Score: Raw -1266037.039741 + Penalty 3083.270702 = -1262953.769039
  nChanged 25
		SP:Iteration 27Q (72467.260000 sec): 3 clusters
  Score: Raw -1266041.340795 + Penalty 3083.270702 = -1262958.070093
  nChanged 18
		SP:Iteration 28Q (72467.550000 sec): 3 clusters
  Score: Raw -1266044.391104 + Penalty 3083.270702 = -1262961.120402
  nChanged 12
		SP:Iteration 29Q (72467.830000 sec): 3 clusters
  Score: Raw -1266046.542882 + Penalty 3083.270702 = -1262963.272180
  nChanged 10
		SP:Iteration 30Q (72468.120000 sec): 3 clusters
  Score: Raw -1266048.115179 + Penalty 3083.270702 = -1262964.844477
  nChanged 7
		SP:Iteration 31Q (72468.400000 sec): 3 clusters
  Score: Raw -1266049.391716 + Penalty 3083.270702 = -1262966.121015
  nChanged 10
		SP:Iteration 32Q (72468.610000 sec): 3 clusters
  Score: Raw -1266050.822153 + Penalty 3083.270702 = -1262967.551451
  nChanged 9
		SP:Iteration 33Q (72468.780000 sec): 3 clusters
  Score: Raw -1266052.358092 + Penalty 3083.270702 = -1262969.087390
  nChanged 6
		SP:Iteration 34Q (72468.960000 sec): 3 clusters
  Score: Raw -1266053.357215 + Penalty 3083.270702 = -1262970.086513
  nChanged 6
		SP:Iteration 35Q (72469.220000 sec): 3 clusters
  Score: Raw -1266054.379591 + Penalty 3083.270702 = -1262971.108890
  nChanged 10
		SP:Iteration 36Q (72469.450000 sec): 3 clusters
  Score: Raw -1266056.158670 + Penalty 3083.270702 = -1262972.887969
  nChanged 8
		SP:Iteration 37Q (72469.730000 sec): 3 clusters
  Score: Raw -1266057.558408 + Penalty 3083.270702 = -1262974.287706
  nChanged 8
		SP:Iteration 38Q (72469.970000 sec): 3 clusters
  Score: Raw -1266059.089855 + Penalty 3083.270702 = -1262975.819153
  nChanged 9
		SP:Iteration 39Q (72470.250000 sec): 3 clusters
  Score: Raw -1266061.002659 + Penalty 3083.270702 = -1262977.731957
  nChanged 10
		SP:Iteration 40F (72470.510000 sec): 3 clusters
  Score: Raw -1266063.456900 + Penalty 3083.270702 = -1262980.186198
  nChanged 12
		SP:Iteration 41Q (72470.810000 sec): 3 clusters
  Score: Raw -1266066.130108 + Penalty 3083.270702 = -1262982.859406
  nChanged 11
		SP:Iteration 42Q (72471.050000 sec): 3 clusters
  Score: Raw -1266067.983769 + Penalty 3083.270702 = -1262984.713067
  nChanged 10
		SP:Iteration 43Q (72471.230000 sec): 3 clusters
  Score: Raw -1266070.011145 + Penalty 3083.270702 = -1262986.740443
  nChanged 7
		SP:Iteration 44Q (72471.490000 sec): 3 clusters
  Score: Raw -1266071.422545 + Penalty 3083.270702 = -1262988.151843
  nChanged 9
		SP:Iteration 45Q (72471.770000 sec): 3 clusters
  Score: Raw -1266073.134537 + Penalty 3083.270702 = -1262989.863835
  nChanged 4
		SP:Iteration 46Q (72471.990000 sec): 3 clusters
  Score: Raw -1266073.697904 + Penalty 3083.270702 = -1262990.427202
  nChanged 1
		SP:Iteration 47Q (72472.150000 sec): 3 clusters
  Score: Raw -1266073.862043 + Penalty 3083.270702 = -1262990.591341
  nChanged 2
		SP:Iteration 48Q (72472.330000 sec): 3 clusters
  Score: Raw -1266074.089237 + Penalty 3083.270702 = -1262990.818535
  nChanged 1
		SP:Iteration 49Q (72472.570000 sec): 3 clusters
  Score: Raw -1266074.226049 + Penalty 3083.270702 = -1262990.955347
  nChanged 1
		SP:Iteration 50Q (72472.760000 sec): 3 clusters
  Score: Raw -1266074.314541 + Penalty 3083.270702 = -1262991.043839
  nChanged 1
		SP:Iteration 51Q (72473.000000 sec): 3 clusters
  Score: Raw -1266074.428616 + Penalty 3083.270702 = -1262991.157914
  nChanged 1
		SP:Iteration 52Q (72473.220000 sec): 3 clusters
  Score: Raw -1266074.710262 + Penalty 3083.270702 = -1262991.439560
  nChanged 4
		SP:Iteration 53Q (72473.500000 sec): 3 clusters
  Score: Raw -1266075.175486 + Penalty 3083.270702 = -1262991.904784
  nChanged 3
		SP:Iteration 54Q (72473.740000 sec): 3 clusters
  Score: Raw -1266075.563392 + Penalty 3083.270702 = -1262992.292690
  nChanged 1
		SP:Iteration 55Q (72474.030000 sec): 3 clusters
  Score: Raw -1266075.741740 + Penalty 3083.270702 = -1262992.471038
  nChanged 0
		SP:Iteration 56F (72474.310000 sec): 3 clusters
  Score: Raw -1266075.741740 + Penalty 3083.270702 = -1262992.471038
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (5038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72474.410000 sec): 2 clusters
  Score: Raw -392290.797169 + Penalty 1385.274224 = -390905.522945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72474.590000 sec): 3 clusters
  Score: Raw -389767.300870 + Penalty 2770.548448 = -386996.752422
  nChanged 2006
		SP:Iteration 1F (72474.760000 sec): 3 clusters
  Score: Raw -391033.358661 + Penalty 2770.548448 = -388262.810212
  nChanged 388
		SP:Iteration 2F (72474.940000 sec): 3 clusters
  Score: Raw -391312.405457 + Penalty 2770.548448 = -388541.857008
  nChanged 329
		SP:Iteration 3F (72475.120000 sec): 3 clusters
  Score: Raw -391545.827241 + Penalty 2770.548448 = -388775.278793
  nChanged 256
		SP:Iteration 4F (72475.290000 sec): 3 clusters
  Score: Raw -391717.114604 + Penalty 2770.548448 = -388946.566156
  nChanged 222
		SP:Iteration 5Q (72475.510000 sec): 3 clusters
  Score: Raw -391879.986591 + Penalty 2770.548448 = -389109.438142
  nChanged 197
		SP:Iteration 6Q (72475.690000 sec): 3 clusters
  Score: Raw -392020.249709 + Penalty 2770.548448 = -389249.701260
  nChanged 171
		SP:Iteration 7Q (72475.840000 sec): 3 clusters
  Score: Raw -392117.914579 + Penalty 2770.548448 = -389347.366130
  nChanged 124
		SP:Iteration 8Q (72476.020000 sec): 3 clusters
  Score: Raw -392189.543668 + Penalty 2770.548448 = -389418.995220
  nChanged 98
		SP:Iteration 9Q (72476.190000 sec): 3 clusters
  Score: Raw -392245.656681 + Penalty 2770.548448 = -389475.108232
  nChanged 90
		SP:Iteration 10Q (72476.370000 sec): 3 clusters
  Score: Raw -392292.314125 + Penalty 2770.548448 = -389521.765677
  nChanged 93
		SP:Iteration 11Q (72476.540000 sec): 3 clusters
  Score: Raw -392350.595020 + Penalty 2770.548448 = -389580.046571
  nChanged 86
		SP:Iteration 12Q (72476.720000 sec): 3 clusters
  Score: Raw -392410.520710 + Penalty 2770.548448 = -389639.972262
  nChanged 93
		SP:Iteration 13Q (72476.890000 sec): 3 clusters
  Score: Raw -392469.101705 + Penalty 2770.548448 = -389698.553257
  nChanged 72
		SP:Iteration 14Q (72477.070000 sec): 3 clusters
  Score: Raw -392504.879468 + Penalty 2770.548448 = -389734.331020
  nChanged 51
		SP:Iteration 15Q (72477.220000 sec): 3 clusters
  Score: Raw -392526.049940 + Penalty 2770.548448 = -389755.501491
  nChanged 53
		SP:Iteration 16Q (72477.420000 sec): 3 clusters
  Score: Raw -392553.310732 + Penalty 2770.548448 = -389782.762284
  nChanged 55
		SP:Iteration 17Q (72477.590000 sec): 3 clusters
  Score: Raw -392584.391859 + Penalty 2770.548448 = -389813.843411
  nChanged 51
		SP:Iteration 18Q (72477.770000 sec): 3 clusters
  Score: Raw -392607.158308 + Penalty 2770.548448 = -389836.609860
  nChanged 43
		SP:Iteration 19Q (72477.990000 sec): 3 clusters
  Score: Raw -392626.964986 + Penalty 2770.548448 = -389856.416538
  nChanged 41
		SP:Iteration 20F (72478.170000 sec): 3 clusters
  Score: Raw -392644.648014 + Penalty 2770.548448 = -389874.099565
  nChanged 35
		SP:Iteration 21Q (72478.330000 sec): 3 clusters
  Score: Raw -392659.166320 + Penalty 2770.548448 = -389888.617871
  nChanged 28
		SP:Iteration 22Q (72478.500000 sec): 3 clusters
  Score: Raw -392671.034374 + Penalty 2770.548448 = -389900.485925
  nChanged 29
		SP:Iteration 23Q (72478.680000 sec): 3 clusters
  Score: Raw -392681.323584 + Penalty 2770.548448 = -389910.775135
  nChanged 27
		SP:Iteration 24Q (72478.850000 sec): 3 clusters
  Score: Raw -392689.812674 + Penalty 2770.548448 = -389919.264226
  nChanged 20
		SP:Iteration 25Q (72479.030000 sec): 3 clusters
  Score: Raw -392697.874008 + Penalty 2770.548448 = -389927.325559
  nChanged 25
		SP:Iteration 26Q (72479.200000 sec): 3 clusters
  Score: Raw -392709.054075 + Penalty 2770.548448 = -389938.505627
  nChanged 33
		SP:Iteration 27Q (72479.380000 sec): 3 clusters
  Score: Raw -392723.584075 + Penalty 2770.548448 = -389953.035627
  nChanged 30
		SP:Iteration 28Q (72479.550000 sec): 3 clusters
  Score: Raw -392736.003197 + Penalty 2770.548448 = -389965.454748
  nChanged 24
		SP:Iteration 29Q (72479.730000 sec): 3 clusters
  Score: Raw -392745.669951 + Penalty 2770.548448 = -389975.121503
  nChanged 29
		SP:Iteration 30Q (72479.910000 sec): 3 clusters
  Score: Raw -392757.423922 + Penalty 2770.548448 = -389986.875473
  nChanged 30
		SP:Iteration 31Q (72480.080000 sec): 3 clusters
  Score: Raw -392768.555561 + Penalty 2770.548448 = -389998.007113
  nChanged 27
		SP:Iteration 32Q (72480.300000 sec): 3 clusters
  Score: Raw -392777.381272 + Penalty 2770.548448 = -390006.832824
  nChanged 20
		SP:Iteration 33Q (72480.480000 sec): 3 clusters
  Score: Raw -392784.013649 + Penalty 2770.548448 = -390013.465200
  nChanged 18
		SP:Iteration 34Q (72480.620000 sec): 3 clusters
  Score: Raw -392788.150960 + Penalty 2770.548448 = -390017.602512
  nChanged 12
		SP:Iteration 35Q (72480.800000 sec): 3 clusters
  Score: Raw -392791.104814 + Penalty 2770.548448 = -390020.556366
  nChanged 9
		SP:Iteration 36Q (72480.970000 sec): 3 clusters
  Score: Raw -392794.094113 + Penalty 2770.548448 = -390023.545664
  nChanged 10
		SP:Iteration 37Q (72481.150000 sec): 3 clusters
  Score: Raw -392797.342754 + Penalty 2770.548448 = -390026.794305
  nChanged 6
		SP:Iteration 38Q (72481.330000 sec): 3 clusters
  Score: Raw -392798.608110 + Penalty 2770.548448 = -390028.059662
  nChanged 2
		SP:Iteration 39Q (72481.500000 sec): 3 clusters
  Score: Raw -392798.826499 + Penalty 2770.548448 = -390028.278050
  nChanged 1
		SP:Iteration 40F (72481.670000 sec): 3 clusters
  Score: Raw -392798.995624 + Penalty 2770.548448 = -390028.447175
  nChanged 1
		SP:Iteration 41Q (72481.850000 sec): 3 clusters
  Score: Raw -392799.295226 + Penalty 2770.548448 = -390028.746777
  nChanged 1
		SP:Iteration 42Q (72482.030000 sec): 3 clusters
  Score: Raw -392799.801540 + Penalty 2770.548448 = -390029.253091
  nChanged 3
		SP:Iteration 43Q (72482.200000 sec): 3 clusters
  Score: Raw -392800.634455 + Penalty 2770.548448 = -390030.086007
  nChanged 2
		SP:Iteration 44Q (72482.380000 sec): 3 clusters
  Score: Raw -392801.243372 + Penalty 2770.548448 = -390030.694923
  nChanged 1
		SP:Iteration 45Q (72482.550000 sec): 3 clusters
  Score: Raw -392801.377953 + Penalty 2770.548448 = -390030.829505
  nChanged 2
		SP:Iteration 46Q (72482.730000 sec): 3 clusters
  Score: Raw -392801.741872 + Penalty 2770.548448 = -390031.193423
  nChanged 2
		SP:Iteration 47Q (72482.900000 sec): 3 clusters
  Score: Raw -392802.360415 + Penalty 2770.548448 = -390031.811966
  nChanged 3
		SP:Iteration 48Q (72483.080000 sec): 3 clusters
  Score: Raw -392802.765107 + Penalty 2770.548448 = -390032.216658
  nChanged 4
		SP:Iteration 49Q (72483.250000 sec): 3 clusters
  Score: Raw -392803.230220 + Penalty 2770.548448 = -390032.681771
  nChanged 2
		SP:Iteration 50Q (72483.430000 sec): 3 clusters
  Score: Raw -392803.633308 + Penalty 2770.548448 = -390033.084859
  nChanged 1
		SP:Iteration 51Q (72483.600000 sec): 3 clusters
  Score: Raw -392803.807347 + Penalty 2770.548448 = -390033.258899
  nChanged 2
		SP:Iteration 52Q (72483.780000 sec): 3 clusters
  Score: Raw -392804.328398 + Penalty 2770.548448 = -390033.779949
  nChanged 0
		SP:Iteration 53F (72483.950000 sec): 3 clusters
  Score: Raw -392804.328398 + Penalty 2770.548448 = -390033.779949
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72484.030000 sec): 2 clusters
  Score: Raw -117804.421580 + Penalty 1197.150022 = -116607.271558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72484.210000 sec): 3 clusters
  Score: Raw -117226.670078 + Penalty 2394.300044 = -114832.370033
  nChanged 541
		SP:Iteration 1F (72484.390000 sec): 3 clusters
  Score: Raw -117773.941958 + Penalty 2394.300044 = -115379.641914
  nChanged 166
		SP:Iteration 2F (72484.560000 sec): 3 clusters
  Score: Raw -118047.718476 + Penalty 2394.300044 = -115653.418431
  nChanged 94
		SP:Iteration 3F (72484.740000 sec): 3 clusters
  Score: Raw -118193.100483 + Penalty 2394.300044 = -115798.800439
  nChanged 64
		SP:Iteration 4Q (72484.910000 sec): 3 clusters
  Score: Raw -118267.594482 + Penalty 2394.300044 = -115873.294438
  nChanged 52
		SP:Iteration 5Q (72485.090000 sec): 3 clusters
  Score: Raw -118343.338526 + Penalty 2394.300044 = -115949.038482
  nChanged 49
		SP:Iteration 6Q (72485.270000 sec): 3 clusters
  Score: Raw -118394.173220 + Penalty 2394.300044 = -115999.873176
  nChanged 43
		SP:Iteration 7Q (72485.440000 sec): 3 clusters
  Score: Raw -118435.667527 + Penalty 2394.300044 = -116041.367482
  nChanged 38
		SP:Iteration 8Q (72485.660000 sec): 3 clusters
  Score: Raw -118471.380947 + Penalty 2394.300044 = -116077.080902
  nChanged 40
		SP:Iteration 9Q (72485.830000 sec): 3 clusters
  Score: Raw -118512.294167 + Penalty 2394.300044 = -116117.994123
  nChanged 31
		SP:Iteration 10Q (72485.990000 sec): 3 clusters
  Score: Raw -118542.126581 + Penalty 2394.300044 = -116147.826537
  nChanged 23
		SP:Iteration 11Q (72486.070000 sec): 3 clusters
  Score: Raw -118559.996753 + Penalty 2394.300044 = -116165.696709
  nChanged 13
		SP:Iteration 12Q (72486.090000 sec): 3 clusters
  Score: Raw -118573.134276 + Penalty 2394.300044 = -116178.834232
  nChanged 16
		SP:Iteration 13Q (72486.130000 sec): 3 clusters
  Score: Raw -118587.178597 + Penalty 2394.300044 = -116192.878553
  nChanged 15
		SP:Iteration 14Q (72486.160000 sec): 3 clusters
  Score: Raw -118597.267478 + Penalty 2394.300044 = -116202.967434
  nChanged 10
		SP:Iteration 15Q (72486.190000 sec): 3 clusters
  Score: Raw -118601.491089 + Penalty 2394.300044 = -116207.191045
  nChanged 4
		SP:Iteration 16Q (72486.230000 sec): 3 clusters
  Score: Raw -118605.565232 + Penalty 2394.300044 = -116211.265187
  nChanged 2
		SP:Iteration 17Q (72486.260000 sec): 3 clusters
  Score: Raw -118606.171676 + Penalty 2394.300044 = -116211.871631
  nChanged 0
		SP:Iteration 18F (72486.300000 sec): 3 clusters
  Score: Raw -118606.171676 + Penalty 2394.300044 = -116211.871631
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (2502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72486.430000 sec): 2 clusters
  Score: Raw -241224.893110 + Penalty 1271.537425 = -239953.355685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72486.590000 sec): 3 clusters
  Score: Raw -240091.820607 + Penalty 2543.074850 = -237548.745758
  nChanged 937
		SP:Iteration 1F (72486.750000 sec): 3 clusters
  Score: Raw -240606.679423 + Penalty 2543.074850 = -238063.604573
  nChanged 178
		SP:Iteration 2F (72486.900000 sec): 3 clusters
  Score: Raw -240720.366479 + Penalty 2543.074850 = -238177.291630
  nChanged 122
		SP:Iteration 3Q (72487.060000 sec): 3 clusters
  Score: Raw -240791.207342 + Penalty 2543.074850 = -238248.132492
  nChanged 66
		SP:Iteration 4Q (72487.100000 sec): 3 clusters
  Score: Raw -240836.199111 + Penalty 2543.074850 = -238293.124262
  nChanged 68
		SP:Iteration 5Q (72487.150000 sec): 3 clusters
  Score: Raw -240879.987296 + Penalty 2543.074850 = -238336.912446
  nChanged 72
		SP:Iteration 6Q (72487.200000 sec): 3 clusters
  Score: Raw -240924.243339 + Penalty 2543.074850 = -238381.168490
  nChanged 69
		SP:Iteration 7Q (72487.250000 sec): 3 clusters
  Score: Raw -240960.143145 + Penalty 2543.074850 = -238417.068296
  nChanged 56
		SP:Iteration 8Q (72487.300000 sec): 3 clusters
  Score: Raw -240991.313904 + Penalty 2543.074850 = -238448.239054
  nChanged 58
		SP:Iteration 9Q (72487.350000 sec): 3 clusters
  Score: Raw -241027.585003 + Penalty 2543.074850 = -238484.510153
  nChanged 66
		SP:Iteration 10Q (72487.400000 sec): 3 clusters
  Score: Raw -241063.186352 + Penalty 2543.074850 = -238520.111502
  nChanged 60
		SP:Iteration 11Q (72487.450000 sec): 3 clusters
  Score: Raw -241103.124531 + Penalty 2543.074850 = -238560.049681
  nChanged 67
		SP:Iteration 12Q (72487.510000 sec): 3 clusters
  Score: Raw -241152.598905 + Penalty 2543.074850 = -238609.524056
  nChanged 58
		SP:Iteration 13Q (72487.560000 sec): 3 clusters
  Score: Raw -241190.096109 + Penalty 2543.074850 = -238647.021259
  nChanged 53
		SP:Iteration 14Q (72487.610000 sec): 3 clusters
  Score: Raw -241221.647120 + Penalty 2543.074850 = -238678.572271
  nChanged 33
		SP:Iteration 15Q (72487.660000 sec): 3 clusters
  Score: Raw -241244.296358 + Penalty 2543.074850 = -238701.221509
  nChanged 43
		SP:Iteration 16Q (72487.710000 sec): 3 clusters
  Score: Raw -241272.209007 + Penalty 2543.074850 = -238729.134158
  nChanged 40
		SP:Iteration 17Q (72487.760000 sec): 3 clusters
  Score: Raw -241291.439294 + Penalty 2543.074850 = -238748.364444
  nChanged 31
		SP:Iteration 18Q (72487.810000 sec): 3 clusters
  Score: Raw -241311.233536 + Penalty 2543.074850 = -238768.158686
  nChanged 29
		SP:Iteration 19Q (72487.860000 sec): 3 clusters
  Score: Raw -241328.830772 + Penalty 2543.074850 = -238785.755922
  nChanged 27
		SP:Iteration 20F (72488.000000 sec): 3 clusters
  Score: Raw -241341.856169 + Penalty 2543.074850 = -238798.781320
  nChanged 26
		SP:Iteration 21Q (72488.050000 sec): 3 clusters
  Score: Raw -241354.798477 + Penalty 2543.074850 = -238811.723628
  nChanged 26
		SP:Iteration 22Q (72488.100000 sec): 3 clusters
  Score: Raw -241366.863045 + Penalty 2543.074850 = -238823.788195
  nChanged 22
		SP:Iteration 23Q (72488.150000 sec): 3 clusters
  Score: Raw -241378.647453 + Penalty 2543.074850 = -238835.572604
  nChanged 22
		SP:Iteration 24Q (72488.210000 sec): 3 clusters
  Score: Raw -241388.920865 + Penalty 2543.074850 = -238845.846015
  nChanged 18
		SP:Iteration 25Q (72488.250000 sec): 3 clusters
  Score: Raw -241396.433348 + Penalty 2543.074850 = -238853.358498
  nChanged 9
		SP:Iteration 26Q (72488.310000 sec): 3 clusters
  Score: Raw -241400.564518 + Penalty 2543.074850 = -238857.489668
  nChanged 15
		SP:Iteration 27Q (72488.360000 sec): 3 clusters
  Score: Raw -241408.463456 + Penalty 2543.074850 = -238865.388606
  nChanged 8
		SP:Iteration 28Q (72488.410000 sec): 3 clusters
  Score: Raw -241411.614873 + Penalty 2543.074850 = -238868.540024
  nChanged 6
		SP:Iteration 29Q (72488.460000 sec): 3 clusters
  Score: Raw -241414.334651 + Penalty 2543.074850 = -238871.259801
  nChanged 4
		SP:Iteration 30Q (72488.510000 sec): 3 clusters
  Score: Raw -241415.777012 + Penalty 2543.074850 = -238872.702162
  nChanged 5
		SP:Iteration 31Q (72488.560000 sec): 3 clusters
  Score: Raw -241417.742059 + Penalty 2543.074850 = -238874.667210
  nChanged 3
		SP:Iteration 32Q (72488.660000 sec): 3 clusters
  Score: Raw -241418.513596 + Penalty 2543.074850 = -238875.438746
  nChanged 1
		SP:Iteration 33Q (72488.830000 sec): 3 clusters
  Score: Raw -241418.976649 + Penalty 2543.074850 = -238875.901800
  nChanged 0
		SP:Iteration 34F (72489.010000 sec): 3 clusters
  Score: Raw -241418.976649 + Penalty 2543.074850 = -238875.901800
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (5058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72489.130000 sec): 2 clusters
  Score: Raw -357289.580419 + Penalty 1385.918044 = -355903.662375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72489.290000 sec): 3 clusters
  Score: Raw -354616.996849 + Penalty 2771.836089 = -351845.160761
  nChanged 2089
		SP:Iteration 1F (72489.390000 sec): 3 clusters
  Score: Raw -356018.409458 + Penalty 2771.836089 = -353246.573369
  nChanged 504
		SP:Iteration 2F (72489.480000 sec): 3 clusters
  Score: Raw -356536.510687 + Penalty 2771.836089 = -353764.674598
  nChanged 431
		SP:Iteration 3F (72489.580000 sec): 3 clusters
  Score: Raw -356928.008936 + Penalty 2771.836089 = -354156.172847
  nChanged 338
		SP:Iteration 4F (72489.760000 sec): 3 clusters
  Score: Raw -357202.777766 + Penalty 2771.836089 = -354430.941677
  nChanged 270
		SP:Iteration 5F (72489.860000 sec): 3 clusters
  Score: Raw -357431.832230 + Penalty 2771.836089 = -354659.996141
  nChanged 212
		SP:Iteration 6Q (72489.950000 sec): 3 clusters
  Score: Raw -357603.355806 + Penalty 2771.836089 = -354831.519718
  nChanged 172
		SP:Iteration 7Q (72490.050000 sec): 3 clusters
  Score: Raw -357714.176259 + Penalty 2771.836089 = -354942.340170
  nChanged 123
		SP:Iteration 8Q (72490.150000 sec): 3 clusters
  Score: Raw -357781.416798 + Penalty 2771.836089 = -355009.580709
  nChanged 93
		SP:Iteration 9Q (72490.240000 sec): 3 clusters
  Score: Raw -357815.621427 + Penalty 2771.836089 = -355043.785338
  nChanged 57
		SP:Iteration 10Q (72490.330000 sec): 3 clusters
  Score: Raw -357836.537643 + Penalty 2771.836089 = -355064.701554
  nChanged 46
		SP:Iteration 11Q (72490.430000 sec): 3 clusters
  Score: Raw -357848.463489 + Penalty 2771.836089 = -355076.627400
  nChanged 34
		SP:Iteration 12Q (72490.530000 sec): 3 clusters
  Score: Raw -357857.165744 + Penalty 2771.836089 = -355085.329656
  nChanged 18
		SP:Iteration 13Q (72490.620000 sec): 3 clusters
  Score: Raw -357861.213866 + Penalty 2771.836089 = -355089.377777
  nChanged 17
		SP:Iteration 14Q (72490.720000 sec): 3 clusters
  Score: Raw -357865.590231 + Penalty 2771.836089 = -355093.754142
  nChanged 11
		SP:Iteration 15Q (72490.810000 sec): 3 clusters
  Score: Raw -357867.734983 + Penalty 2771.836089 = -355095.898894
  nChanged 8
		SP:Iteration 16Q (72490.910000 sec): 3 clusters
  Score: Raw -357868.912512 + Penalty 2771.836089 = -355097.076423
  nChanged 7
		SP:Iteration 17Q (72491.000000 sec): 3 clusters
  Score: Raw -357869.920886 + Penalty 2771.836089 = -355098.084798
  nChanged 5
		SP:Iteration 18Q (72491.210000 sec): 3 clusters
  Score: Raw -357870.446166 + Penalty 2771.836089 = -355098.610077
  nChanged 2
		SP:Iteration 19Q (72491.400000 sec): 3 clusters
  Score: Raw -357871.060413 + Penalty 2771.836089 = -355099.224324
  nChanged 2
		SP:Iteration 20F (72491.570000 sec): 3 clusters
  Score: Raw -357871.418147 + Penalty 2771.836089 = -355099.582058
  nChanged 3
		SP:Iteration 21Q (72491.750000 sec): 3 clusters
  Score: Raw -357871.781811 + Penalty 2771.836089 = -355099.945723
  nChanged 1
		SP:Iteration 22Q (72491.920000 sec): 3 clusters
  Score: Raw -357872.111411 + Penalty 2771.836089 = -355100.275322
  nChanged 1
		SP:Iteration 23Q (72492.090000 sec): 3 clusters
  Score: Raw -357872.354032 + Penalty 2771.836089 = -355100.517943
  nChanged 0
		SP:Iteration 24F (72492.270000 sec): 3 clusters
  Score: Raw -357872.354032 + Penalty 2771.836089 = -355100.517943
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (6769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72492.380000 sec): 2 clusters
  Score: Raw -519001.250441 + Penalty 1433.267655 = -517567.982786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72492.510000 sec): 3 clusters
  Score: Raw -515273.611713 + Penalty 2866.535309 = -512407.076404
  nChanged 2903
		SP:Iteration 1F (72492.630000 sec): 3 clusters
  Score: Raw -517038.741556 + Penalty 2866.535309 = -514172.206246
  nChanged 557
		SP:Iteration 2F (72492.740000 sec): 3 clusters
  Score: Raw -517456.256132 + Penalty 2866.535309 = -514589.720822
  nChanged 494
		SP:Iteration 3F (72492.850000 sec): 3 clusters
  Score: Raw -517821.439273 + Penalty 2866.535309 = -514954.903964
  nChanged 388
		SP:Iteration 4F (72492.960000 sec): 3 clusters
  Score: Raw -518085.172501 + Penalty 2866.535309 = -515218.637191
  nChanged 328
		SP:Iteration 5Q (72493.070000 sec): 3 clusters
  Score: Raw -518291.216918 + Penalty 2866.535309 = -515424.681609
  nChanged 271
		SP:Iteration 6Q (72493.290000 sec): 3 clusters
  Score: Raw -518425.414035 + Penalty 2866.535309 = -515558.878726
  nChanged 190
		SP:Iteration 7Q (72493.450000 sec): 3 clusters
  Score: Raw -518527.090903 + Penalty 2866.535309 = -515660.555594
  nChanged 195
		SP:Iteration 8Q (72493.650000 sec): 3 clusters
  Score: Raw -518634.627808 + Penalty 2866.535309 = -515768.092499
  nChanged 178
		SP:Iteration 9Q (72493.860000 sec): 3 clusters
  Score: Raw -518740.931935 + Penalty 2866.535309 = -515874.396626
  nChanged 198
		SP:Iteration 10Q (72494.060000 sec): 3 clusters
  Score: Raw -518858.217853 + Penalty 2866.535309 = -515991.682544
  nChanged 176
		SP:Iteration 11Q (72494.270000 sec): 3 clusters
  Score: Raw -518956.978834 + Penalty 2866.535309 = -516090.443524
  nChanged 160
		SP:Iteration 12Q (72494.470000 sec): 3 clusters
  Score: Raw -519044.202920 + Penalty 2866.535309 = -516177.667611
  nChanged 157
		SP:Iteration 13Q (72494.680000 sec): 3 clusters
  Score: Raw -519131.773192 + Penalty 2866.535309 = -516265.237883
  nChanged 162
		SP:Iteration 14Q (72494.880000 sec): 3 clusters
  Score: Raw -519233.729063 + Penalty 2866.535309 = -516367.193754
  nChanged 144
		SP:Iteration 15Q (72495.090000 sec): 3 clusters
  Score: Raw -519325.051192 + Penalty 2866.535309 = -516458.515883
  nChanged 138
		SP:Iteration 16Q (72495.290000 sec): 3 clusters
  Score: Raw -519409.486494 + Penalty 2866.535309 = -516542.951184
  nChanged 122
		SP:Iteration 17Q (72495.500000 sec): 3 clusters
  Score: Raw -519483.030874 + Penalty 2866.535309 = -516616.495565
  nChanged 122
		SP:Iteration 18Q (72495.700000 sec): 3 clusters
  Score: Raw -519552.051797 + Penalty 2866.535309 = -516685.516488
  nChanged 101
		SP:Iteration 19Q (72495.910000 sec): 3 clusters
  Score: Raw -519603.016334 + Penalty 2866.535309 = -516736.481024
  nChanged 83
		SP:Iteration 20F (72496.110000 sec): 3 clusters
  Score: Raw -519640.940894 + Penalty 2866.535309 = -516774.405585
  nChanged 69
		SP:Iteration 21Q (72496.320000 sec): 3 clusters
  Score: Raw -519674.027490 + Penalty 2866.535309 = -516807.492180
  nChanged 60
		SP:Iteration 22Q (72496.550000 sec): 3 clusters
  Score: Raw -519696.193372 + Penalty 2866.535309 = -516829.658063
  nChanged 51
		SP:Iteration 23Q (72496.650000 sec): 3 clusters
  Score: Raw -519715.991331 + Penalty 2866.535309 = -516849.456022
  nChanged 38
		SP:Iteration 24Q (72496.850000 sec): 3 clusters
  Score: Raw -519734.188603 + Penalty 2866.535309 = -516867.653294
  nChanged 48
		SP:Iteration 25Q (72497.050000 sec): 3 clusters
  Score: Raw -519750.755185 + Penalty 2866.535309 = -516884.219876
  nChanged 40
		SP:Iteration 26Q (72497.260000 sec): 3 clusters
  Score: Raw -519766.909846 + Penalty 2866.535309 = -516900.374537
  nChanged 35
		SP:Iteration 27Q (72497.460000 sec): 3 clusters
  Score: Raw -519783.030085 + Penalty 2866.535309 = -516916.494775
  nChanged 42
		SP:Iteration 28Q (72497.670000 sec): 3 clusters
  Score: Raw -519797.913499 + Penalty 2866.535309 = -516931.378190
  nChanged 43
		SP:Iteration 29Q (72497.870000 sec): 3 clusters
  Score: Raw -519811.263146 + Penalty 2866.535309 = -516944.727836
  nChanged 33
		SP:Iteration 30Q (72498.080000 sec): 3 clusters
  Score: Raw -519820.407708 + Penalty 2866.535309 = -516953.872399
  nChanged 34
		SP:Iteration 31Q (72498.280000 sec): 3 clusters
  Score: Raw -519832.837840 + Penalty 2866.535309 = -516966.302530
  nChanged 29
		SP:Iteration 32Q (72498.490000 sec): 3 clusters
  Score: Raw -519842.419830 + Penalty 2866.535309 = -516975.884521
  nChanged 20
		SP:Iteration 33Q (72498.690000 sec): 3 clusters
  Score: Raw -519846.563847 + Penalty 2866.535309 = -516980.028537
  nChanged 15
		SP:Iteration 34Q (72498.900000 sec): 3 clusters
  Score: Raw -519849.631343 + Penalty 2866.535309 = -516983.096034
  nChanged 9
		SP:Iteration 35Q (72499.100000 sec): 3 clusters
  Score: Raw -519851.574128 + Penalty 2866.535309 = -516985.038819
  nChanged 11
		SP:Iteration 36Q (72499.310000 sec): 3 clusters
  Score: Raw -519855.296725 + Penalty 2866.535309 = -516988.761415
  nChanged 15
		SP:Iteration 37Q (72499.510000 sec): 3 clusters
  Score: Raw -519860.342352 + Penalty 2866.535309 = -516993.807042
  nChanged 13
		SP:Iteration 38Q (72499.700000 sec): 3 clusters
  Score: Raw -519863.894963 + Penalty 2866.535309 = -516997.359654
  nChanged 14
		SP:Iteration 39Q (72499.800000 sec): 3 clusters
  Score: Raw -519867.220975 + Penalty 2866.535309 = -517000.685666
  nChanged 9
		SP:Iteration 40F (72499.910000 sec): 3 clusters
  Score: Raw -519869.061204 + Penalty 2866.535309 = -517002.525895
  nChanged 8
		SP:Iteration 41Q (72500.010000 sec): 3 clusters
  Score: Raw -519870.548749 + Penalty 2866.535309 = -517004.013440
  nChanged 5
		SP:Iteration 42Q (72500.120000 sec): 3 clusters
  Score: Raw -519871.307983 + Penalty 2866.535309 = -517004.772673
  nChanged 4
		SP:Iteration 43Q (72500.220000 sec): 3 clusters
  Score: Raw -519872.218388 + Penalty 2866.535309 = -517005.683078
  nChanged 6
		SP:Iteration 44Q (72500.330000 sec): 3 clusters
  Score: Raw -519874.255611 + Penalty 2866.535309 = -517007.720301
  nChanged 5
		SP:Iteration 45Q (72500.520000 sec): 3 clusters
  Score: Raw -519875.417944 + Penalty 2866.535309 = -517008.882635
  nChanged 5
		SP:Iteration 46Q (72500.720000 sec): 3 clusters
  Score: Raw -519876.398734 + Penalty 2866.535309 = -517009.863425
  nChanged 6
		SP:Iteration 47Q (72500.930000 sec): 3 clusters
  Score: Raw -519877.820057 + Penalty 2866.535309 = -517011.284748
  nChanged 7
		SP:Iteration 48Q (72501.140000 sec): 3 clusters
  Score: Raw -519880.222036 + Penalty 2866.535309 = -517013.686726
  nChanged 11
		SP:Iteration 49Q (72501.340000 sec): 3 clusters
  Score: Raw -519883.395664 + Penalty 2866.535309 = -517016.860355
  nChanged 14
		SP:Iteration 50Q (72501.550000 sec): 3 clusters
  Score: Raw -519888.170468 + Penalty 2866.535309 = -517021.635158
  nChanged 15
		SP:Iteration 51Q (72501.750000 sec): 3 clusters
  Score: Raw -519891.885977 + Penalty 2866.535309 = -517025.350667
  nChanged 15
		SP:Iteration 52Q (72501.960000 sec): 3 clusters
  Score: Raw -519896.639106 + Penalty 2866.535309 = -517030.103797
  nChanged 18
		SP:Iteration 53Q (72502.160000 sec): 3 clusters
  Score: Raw -519901.896490 + Penalty 2866.535309 = -517035.361181
  nChanged 18
		SP:Iteration 54Q (72502.360000 sec): 3 clusters
  Score: Raw -519906.601243 + Penalty 2866.535309 = -517040.065933
  nChanged 17
		SP:Iteration 55Q (72502.570000 sec): 3 clusters
  Score: Raw -519912.732751 + Penalty 2866.535309 = -517046.197441
  nChanged 28
		SP:Iteration 56Q (72502.820000 sec): 3 clusters
  Score: Raw -519924.807888 + Penalty 2866.535309 = -517058.272578
  nChanged 24
		SP:Iteration 57Q (72502.980000 sec): 3 clusters
  Score: Raw -519932.797791 + Penalty 2866.535309 = -517066.262481
  nChanged 26
		SP:Iteration 58Q (72503.190000 sec): 3 clusters
  Score: Raw -519940.164977 + Penalty 2866.535309 = -517073.629668
  nChanged 19
		SP:Iteration 59Q (72503.400000 sec): 3 clusters
  Score: Raw -519947.266082 + Penalty 2866.535309 = -517080.730772
  nChanged 23
		SP:Iteration 60F (72503.600000 sec): 3 clusters
  Score: Raw -519954.967388 + Penalty 2866.535309 = -517088.432079
  nChanged 19
		SP:Iteration 61Q (72503.810000 sec): 3 clusters
  Score: Raw -519961.161382 + Penalty 2866.535309 = -517094.626072
  nChanged 20
		SP:Iteration 62Q (72504.020000 sec): 3 clusters
  Score: Raw -519966.905820 + Penalty 2866.535309 = -517100.370510
  nChanged 22
		SP:Iteration 63Q (72504.220000 sec): 3 clusters
  Score: Raw -519973.835710 + Penalty 2866.535309 = -517107.300400
  nChanged 26
		SP:Iteration 64Q (72504.430000 sec): 3 clusters
  Score: Raw -519981.620333 + Penalty 2866.535309 = -517115.085024
  nChanged 24
		SP:Iteration 65Q (72504.630000 sec): 3 clusters
  Score: Raw -519990.849695 + Penalty 2866.535309 = -517124.314385
  nChanged 19
		SP:Iteration 66Q (72504.840000 sec): 3 clusters
  Score: Raw -519996.066763 + Penalty 2866.535309 = -517129.531454
  nChanged 14
		SP:Iteration 67Q (72505.040000 sec): 3 clusters
  Score: Raw -519999.485399 + Penalty 2866.535309 = -517132.950090
  nChanged 6
		SP:Iteration 68Q (72505.240000 sec): 3 clusters
  Score: Raw -520002.782227 + Penalty 2866.535309 = -517136.246917
  nChanged 11
		SP:Iteration 69Q (72505.410000 sec): 3 clusters
  Score: Raw -520006.295902 + Penalty 2866.535309 = -517139.760592
  nChanged 8
		SP:Iteration 70Q (72505.610000 sec): 3 clusters
  Score: Raw -520008.521539 + Penalty 2866.535309 = -517141.986229
  nChanged 9
		SP:Iteration 71Q (72505.820000 sec): 3 clusters
  Score: Raw -520011.451753 + Penalty 2866.535309 = -517144.916444
  nChanged 4
		SP:Iteration 72Q (72506.020000 sec): 3 clusters
  Score: Raw -520012.080133 + Penalty 2866.535309 = -517145.544824
  nChanged 5
		SP:Iteration 73Q (72506.230000 sec): 3 clusters
  Score: Raw -520013.983041 + Penalty 2866.535309 = -517147.447731
  nChanged 5
		SP:Iteration 74Q (72506.440000 sec): 3 clusters
  Score: Raw -520015.369817 + Penalty 2866.535309 = -517148.834507
  nChanged 3
		SP:Iteration 75Q (72506.640000 sec): 3 clusters
  Score: Raw -520015.800185 + Penalty 2866.535309 = -517149.264875
  nChanged 2
		SP:Iteration 76Q (72506.850000 sec): 3 clusters
  Score: Raw -520016.396199 + Penalty 2866.535309 = -517149.860889
  nChanged 5
		SP:Iteration 77Q (72507.050000 sec): 3 clusters
  Score: Raw -520018.693373 + Penalty 2866.535309 = -517152.158063
  nChanged 8
		SP:Iteration 78Q (72507.260000 sec): 3 clusters
  Score: Raw -520021.206375 + Penalty 2866.535309 = -517154.671066
  nChanged 6
		SP:Iteration 79Q (72507.460000 sec): 3 clusters
  Score: Raw -520023.093878 + Penalty 2866.535309 = -517156.558569
  nChanged 4
		SP:Iteration 80F (72507.670000 sec): 3 clusters
  Score: Raw -520023.821958 + Penalty 2866.535309 = -517157.286649
  nChanged 5
		SP:Iteration 81Q (72507.880000 sec): 3 clusters
  Score: Raw -520025.229456 + Penalty 2866.535309 = -517158.694146
  nChanged 4
		SP:Iteration 82Q (72508.080000 sec): 3 clusters
  Score: Raw -520026.628970 + Penalty 2866.535309 = -517160.093661
  nChanged 6
		SP:Iteration 83Q (72508.290000 sec): 3 clusters
  Score: Raw -520028.468771 + Penalty 2866.535309 = -517161.933462
  nChanged 11
		SP:Iteration 84Q (72508.490000 sec): 3 clusters
  Score: Raw -520033.146727 + Penalty 2866.535309 = -517166.611418
  nChanged 14
		SP:Iteration 85Q (72508.700000 sec): 3 clusters
  Score: Raw -520039.722709 + Penalty 2866.535309 = -517173.187399
  nChanged 15
		SP:Iteration 86Q (72508.900000 sec): 3 clusters
  Score: Raw -520044.912412 + Penalty 2866.535309 = -517178.377102
  nChanged 12
		SP:Iteration 87Q (72509.110000 sec): 3 clusters
  Score: Raw -520050.056936 + Penalty 2866.535309 = -517183.521627
  nChanged 13
		SP:Iteration 88Q (72509.310000 sec): 3 clusters
  Score: Raw -520053.725424 + Penalty 2866.535309 = -517187.190114
  nChanged 10
		SP:Iteration 89Q (72509.520000 sec): 3 clusters
  Score: Raw -520057.035015 + Penalty 2866.535309 = -517190.499706
  nChanged 8
		SP:Iteration 90Q (72509.720000 sec): 3 clusters
  Score: Raw -520059.388961 + Penalty 2866.535309 = -517192.853652
  nChanged 9
		SP:Iteration 91Q (72509.920000 sec): 3 clusters
  Score: Raw -520060.819593 + Penalty 2866.535309 = -517194.284283
  nChanged 4
		SP:Iteration 92Q (72510.120000 sec): 3 clusters
  Score: Raw -520061.817461 + Penalty 2866.535309 = -517195.282151
  nChanged 4
		SP:Iteration 93Q (72510.330000 sec): 3 clusters
  Score: Raw -520062.759641 + Penalty 2866.535309 = -517196.224332
  nChanged 4
		SP:Iteration 94Q (72510.530000 sec): 3 clusters
  Score: Raw -520063.892271 + Penalty 2866.535309 = -517197.356962
  nChanged 5
		SP:Iteration 95Q (72510.740000 sec): 3 clusters
  Score: Raw -520066.271968 + Penalty 2866.535309 = -517199.736658
  nChanged 11
		SP:Iteration 96Q (72510.940000 sec): 3 clusters
  Score: Raw -520069.809451 + Penalty 2866.535309 = -517203.274142
  nChanged 5
		SP:Iteration 97Q (72511.150000 sec): 3 clusters
  Score: Raw -520070.845365 + Penalty 2866.535309 = -517204.310056
  nChanged 6
		SP:Iteration 98Q (72511.350000 sec): 3 clusters
  Score: Raw -520073.241227 + Penalty 2866.535309 = -517206.705917
  nChanged 9
		SP:Iteration 99Q (72511.560000 sec): 3 clusters
  Score: Raw -520075.430903 + Penalty 2866.535309 = -517208.895594
  nChanged 7
		SP:Iteration 100F (72511.760000 sec): 3 clusters
  Score: Raw -520078.259742 + Penalty 2866.535309 = -517211.724433
  nChanged 11
		SP:Iteration 101Q (72511.970000 sec): 3 clusters
  Score: Raw -520081.336631 + Penalty 2866.535309 = -517214.801321
  nChanged 14
		SP:Iteration 102Q (72512.150000 sec): 3 clusters
  Score: Raw -520086.128794 + Penalty 2866.535309 = -517219.593485
  nChanged 9
		SP:Iteration 103Q (72512.260000 sec): 3 clusters
  Score: Raw -520089.098422 + Penalty 2866.535309 = -517222.563113
  nChanged 10
		SP:Iteration 104Q (72512.370000 sec): 3 clusters
  Score: Raw -520091.891332 + Penalty 2866.535309 = -517225.356023
  nChanged 6
		SP:Iteration 105Q (72512.470000 sec): 3 clusters
  Score: Raw -520094.007529 + Penalty 2866.535309 = -517227.472219
  nChanged 7
		SP:Iteration 106Q (72512.580000 sec): 3 clusters
  Score: Raw -520096.988959 + Penalty 2866.535309 = -517230.453649
  nChanged 9
		SP:Iteration 107Q (72512.680000 sec): 3 clusters
  Score: Raw -520099.139443 + Penalty 2866.535309 = -517232.604134
  nChanged 4
		SP:Iteration 108Q (72512.780000 sec): 3 clusters
  Score: Raw -520100.310224 + Penalty 2866.535309 = -517233.774914
  nChanged 4
		SP:Iteration 109Q (72512.890000 sec): 3 clusters
  Score: Raw -520101.582196 + Penalty 2866.535309 = -517235.046886
  nChanged 4
		SP:Iteration 110Q (72512.990000 sec): 3 clusters
  Score: Raw -520102.349033 + Penalty 2866.535309 = -517235.813724
  nChanged 1
		SP:Iteration 111Q (72513.100000 sec): 3 clusters
  Score: Raw -520102.453183 + Penalty 2866.535309 = -517235.917873
  nChanged 1
		SP:Iteration 112Q (72513.290000 sec): 3 clusters
  Score: Raw -520102.483330 + Penalty 2866.535309 = -517235.948021
  nChanged 0
		SP:Iteration 113F (72513.500000 sec): 3 clusters
  Score: Raw -520102.483330 + Penalty 2866.535309 = -517235.948021
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (7694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72513.600000 sec): 2 clusters
  Score: Raw -665172.035271 + Penalty 1454.081864 = -663717.953407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72513.810000 sec): 3 clusters
  Score: Raw -661076.477570 + Penalty 2908.163727 = -658168.313843
  nChanged 3200
		SP:Iteration 1F (72514.010000 sec): 3 clusters
  Score: Raw -663171.766188 + Penalty 2908.163727 = -660263.602461
  nChanged 690
		SP:Iteration 2F (72514.210000 sec): 3 clusters
  Score: Raw -663703.086532 + Penalty 2908.163727 = -660794.922805
  nChanged 560
		SP:Iteration 3F (72514.410000 sec): 3 clusters
  Score: Raw -664065.761227 + Penalty 2908.163727 = -661157.597499
  nChanged 415
		SP:Iteration 4F (72514.610000 sec): 3 clusters
  Score: Raw -664302.595696 + Penalty 2908.163727 = -661394.431968
  nChanged 333
		SP:Iteration 5Q (72514.800000 sec): 3 clusters
  Score: Raw -664468.964106 + Penalty 2908.163727 = -661560.800379
  nChanged 239
		SP:Iteration 6Q (72515.000000 sec): 3 clusters
  Score: Raw -664571.949181 + Penalty 2908.163727 = -661663.785454
  nChanged 203
		SP:Iteration 7Q (72515.200000 sec): 3 clusters
  Score: Raw -664657.686134 + Penalty 2908.163727 = -661749.522407
  nChanged 174
		SP:Iteration 8Q (72515.400000 sec): 3 clusters
  Score: Raw -664718.673303 + Penalty 2908.163727 = -661810.509576
  nChanged 124
		SP:Iteration 9Q (72515.630000 sec): 3 clusters
  Score: Raw -664759.463925 + Penalty 2908.163727 = -661851.300198
  nChanged 100
		SP:Iteration 10Q (72515.830000 sec): 3 clusters
  Score: Raw -664793.295807 + Penalty 2908.163727 = -661885.132080
  nChanged 90
		SP:Iteration 11Q (72516.030000 sec): 3 clusters
  Score: Raw -664820.211929 + Penalty 2908.163727 = -661912.048202
  nChanged 81
		SP:Iteration 12Q (72516.230000 sec): 3 clusters
  Score: Raw -664840.842313 + Penalty 2908.163727 = -661932.678586
  nChanged 60
		SP:Iteration 13Q (72516.430000 sec): 3 clusters
  Score: Raw -664858.257355 + Penalty 2908.163727 = -661950.093628
  nChanged 55
		SP:Iteration 14Q (72516.630000 sec): 3 clusters
  Score: Raw -664874.519480 + Penalty 2908.163727 = -661966.355753
  nChanged 52
		SP:Iteration 15Q (72516.820000 sec): 3 clusters
  Score: Raw -664887.725885 + Penalty 2908.163727 = -661979.562158
  nChanged 49
		SP:Iteration 16Q (72517.020000 sec): 3 clusters
  Score: Raw -664901.884304 + Penalty 2908.163727 = -661993.720576
  nChanged 53
		SP:Iteration 17Q (72517.220000 sec): 3 clusters
  Score: Raw -664916.295967 + Penalty 2908.163727 = -662008.132240
  nChanged 47
		SP:Iteration 18Q (72517.420000 sec): 3 clusters
  Score: Raw -664930.969713 + Penalty 2908.163727 = -662022.805986
  nChanged 44
		SP:Iteration 19Q (72517.610000 sec): 3 clusters
  Score: Raw -664946.016161 + Penalty 2908.163727 = -662037.852434
  nChanged 50
		SP:Iteration 20F (72517.810000 sec): 3 clusters
  Score: Raw -664962.252147 + Penalty 2908.163727 = -662054.088420
  nChanged 57
		SP:Iteration 21Q (72518.010000 sec): 3 clusters
  Score: Raw -664985.532501 + Penalty 2908.163727 = -662077.368774
  nChanged 68
		SP:Iteration 22Q (72518.210000 sec): 3 clusters
  Score: Raw -665014.407574 + Penalty 2908.163727 = -662106.243847
  nChanged 74
		SP:Iteration 23Q (72518.410000 sec): 3 clusters
  Score: Raw -665040.973600 + Penalty 2908.163727 = -662132.809873
  nChanged 76
		SP:Iteration 24Q (72518.600000 sec): 3 clusters
  Score: Raw -665071.182698 + Penalty 2908.163727 = -662163.018971
  nChanged 69
		SP:Iteration 25Q (72518.800000 sec): 3 clusters
  Score: Raw -665095.178312 + Penalty 2908.163727 = -662187.014585
  nChanged 66
		SP:Iteration 26Q (72519.000000 sec): 3 clusters
  Score: Raw -665119.843947 + Penalty 2908.163727 = -662211.680220
  nChanged 71
		SP:Iteration 27Q (72519.190000 sec): 3 clusters
  Score: Raw -665145.688935 + Penalty 2908.163727 = -662237.525207
  nChanged 84
		SP:Iteration 28Q (72519.390000 sec): 3 clusters
  Score: Raw -665175.803907 + Penalty 2908.163727 = -662267.640180
  nChanged 71
		SP:Iteration 29Q (72519.590000 sec): 3 clusters
  Score: Raw -665201.346342 + Penalty 2908.163727 = -662293.182615
  nChanged 56
		SP:Iteration 30Q (72519.790000 sec): 3 clusters
  Score: Raw -665219.660659 + Penalty 2908.163727 = -662311.496932
  nChanged 55
		SP:Iteration 31Q (72519.990000 sec): 3 clusters
  Score: Raw -665241.973508 + Penalty 2908.163727 = -662333.809781
  nChanged 60
		SP:Iteration 32Q (72520.190000 sec): 3 clusters
  Score: Raw -665260.480555 + Penalty 2908.163727 = -662352.316828
  nChanged 54
		SP:Iteration 33Q (72520.390000 sec): 3 clusters
  Score: Raw -665280.980417 + Penalty 2908.163727 = -662372.816690
  nChanged 53
		SP:Iteration 34Q (72520.580000 sec): 3 clusters
  Score: Raw -665299.244165 + Penalty 2908.163727 = -662391.080437
  nChanged 63
		SP:Iteration 35Q (72520.780000 sec): 3 clusters
  Score: Raw -665320.610449 + Penalty 2908.163727 = -662412.446722
  nChanged 62
		SP:Iteration 36Q (72520.980000 sec): 3 clusters
  Score: Raw -665344.379366 + Penalty 2908.163727 = -662436.215639
  nChanged 70
		SP:Iteration 37Q (72521.180000 sec): 3 clusters
  Score: Raw -665374.593619 + Penalty 2908.163727 = -662466.429892
  nChanged 74
		SP:Iteration 38Q (72521.370000 sec): 3 clusters
  Score: Raw -665409.194879 + Penalty 2908.163727 = -662501.031152
  nChanged 84
		SP:Iteration 39Q (72521.490000 sec): 3 clusters
  Score: Raw -665451.451542 + Penalty 2908.163727 = -662543.287814
  nChanged 97
		SP:Iteration 40F (72521.610000 sec): 3 clusters
  Score: Raw -665499.975385 + Penalty 2908.163727 = -662591.811658
  nChanged 82
		SP:Iteration 41Q (72521.730000 sec): 3 clusters
  Score: Raw -665542.321833 + Penalty 2908.163727 = -662634.158106
  nChanged 74
		SP:Iteration 42Q (72521.930000 sec): 3 clusters
  Score: Raw -665577.287982 + Penalty 2908.163727 = -662669.124255
  nChanged 63
		SP:Iteration 43Q (72522.170000 sec): 3 clusters
  Score: Raw -665605.981669 + Penalty 2908.163727 = -662697.817942
  nChanged 65
		SP:Iteration 44Q (72522.280000 sec): 3 clusters
  Score: Raw -665637.889957 + Penalty 2908.163727 = -662729.726230
  nChanged 68
		SP:Iteration 45Q (72522.500000 sec): 3 clusters
  Score: Raw -665677.042585 + Penalty 2908.163727 = -662768.878858
  nChanged 50
		SP:Iteration 46Q (72522.690000 sec): 3 clusters
  Score: Raw -665718.849012 + Penalty 2908.163727 = -662810.685285
  nChanged 52
		SP:Iteration 47Q (72522.800000 sec): 3 clusters
  Score: Raw -665757.537384 + Penalty 2908.163727 = -662849.373657
  nChanged 54
		SP:Iteration 48Q (72522.920000 sec): 3 clusters
  Score: Raw -665799.435293 + Penalty 2908.163727 = -662891.271566
  nChanged 48
		SP:Iteration 49Q (72523.030000 sec): 3 clusters
  Score: Raw -665842.980576 + Penalty 2908.163727 = -662934.816848
  nChanged 43
		SP:Iteration 50Q (72523.140000 sec): 3 clusters
  Score: Raw -665879.347463 + Penalty 2908.163727 = -662971.183736
  nChanged 31
		SP:Iteration 51Q (72523.260000 sec): 3 clusters
  Score: Raw -665905.435492 + Penalty 2908.163727 = -662997.271765
  nChanged 25
		SP:Iteration 52Q (72523.380000 sec): 3 clusters
  Score: Raw -665920.828150 + Penalty 2908.163727 = -663012.664422
  nChanged 16
		SP:Iteration 53Q (72523.510000 sec): 3 clusters
  Score: Raw -665933.580046 + Penalty 2908.163727 = -663025.416318
  nChanged 14
		SP:Iteration 54Q (72523.680000 sec): 3 clusters
  Score: Raw -665942.912576 + Penalty 2908.163727 = -663034.748849
  nChanged 13
		SP:Iteration 55Q (72523.810000 sec): 3 clusters
  Score: Raw -665952.250015 + Penalty 2908.163727 = -663044.086288
  nChanged 9
		SP:Iteration 56Q (72523.920000 sec): 3 clusters
  Score: Raw -665957.612575 + Penalty 2908.163727 = -663049.448848
  nChanged 6
		SP:Iteration 57Q (72524.130000 sec): 3 clusters
  Score: Raw -665961.430393 + Penalty 2908.163727 = -663053.266666
  nChanged 8
		SP:Iteration 58Q (72524.330000 sec): 3 clusters
  Score: Raw -665967.969866 + Penalty 2908.163727 = -663059.806139
  nChanged 12
		SP:Iteration 59Q (72524.530000 sec): 3 clusters
  Score: Raw -665977.526358 + Penalty 2908.163727 = -663069.362631
  nChanged 11
		SP:Iteration 60F (72524.730000 sec): 3 clusters
  Score: Raw -665985.807735 + Penalty 2908.163727 = -663077.644007
  nChanged 7
		SP:Iteration 61Q (72524.930000 sec): 3 clusters
  Score: Raw -665989.332487 + Penalty 2908.163727 = -663081.168760
  nChanged 10
		SP:Iteration 62Q (72525.130000 sec): 3 clusters
  Score: Raw -665996.513030 + Penalty 2908.163727 = -663088.349303
  nChanged 7
		SP:Iteration 63Q (72525.330000 sec): 3 clusters
  Score: Raw -666001.242532 + Penalty 2908.163727 = -663093.078805
  nChanged 2
		SP:Iteration 64Q (72525.520000 sec): 3 clusters
  Score: Raw -666002.707622 + Penalty 2908.163727 = -663094.543895
  nChanged 1
		SP:Iteration 65Q (72525.730000 sec): 3 clusters
  Score: Raw -666003.169199 + Penalty 2908.163727 = -663095.005472
  nChanged 1
		SP:Iteration 66Q (72525.920000 sec): 3 clusters
  Score: Raw -666003.254932 + Penalty 2908.163727 = -663095.091205
  nChanged 0
		SP:Iteration 67F (72526.120000 sec): 3 clusters
  Score: Raw -666003.254932 + Penalty 2908.163727 = -663095.091205
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (4922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72526.250000 sec): 2 clusters
  Score: Raw -416917.013606 + Penalty 1381.488913 = -415535.524693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72526.450000 sec): 3 clusters
  Score: Raw -414439.699754 + Penalty 2762.977825 = -411676.721929
  nChanged 1989
		SP:Iteration 1F (72526.630000 sec): 3 clusters
  Score: Raw -415692.991228 + Penalty 2762.977825 = -412930.013403
  nChanged 403
		SP:Iteration 2F (72526.810000 sec): 3 clusters
  Score: Raw -415963.591026 + Penalty 2762.977825 = -413200.613201
  nChanged 292
		SP:Iteration 3F (72526.990000 sec): 3 clusters
  Score: Raw -416138.033778 + Penalty 2762.977825 = -413375.055953
  nChanged 252
		SP:Iteration 4F (72527.160000 sec): 3 clusters
  Score: Raw -416257.362136 + Penalty 2762.977825 = -413494.384311
  nChanged 161
		SP:Iteration 5Q (72527.290000 sec): 3 clusters
  Score: Raw -416316.075763 + Penalty 2762.977825 = -413553.097938
  nChanged 117
		SP:Iteration 6Q (72527.490000 sec): 3 clusters
  Score: Raw -416362.054166 + Penalty 2762.977825 = -413599.076341
  nChanged 90
		SP:Iteration 7Q (72527.680000 sec): 3 clusters
  Score: Raw -416397.784633 + Penalty 2762.977825 = -413634.806808
  nChanged 90
		SP:Iteration 8Q (72527.850000 sec): 3 clusters
  Score: Raw -416427.783677 + Penalty 2762.977825 = -413664.805852
  nChanged 89
		SP:Iteration 9Q (72528.030000 sec): 3 clusters
  Score: Raw -416457.716090 + Penalty 2762.977825 = -413694.738265
  nChanged 86
		SP:Iteration 10Q (72528.210000 sec): 3 clusters
  Score: Raw -416487.123674 + Penalty 2762.977825 = -413724.145849
  nChanged 75
		SP:Iteration 11Q (72528.380000 sec): 3 clusters
  Score: Raw -416515.668565 + Penalty 2762.977825 = -413752.690740
  nChanged 76
		SP:Iteration 12Q (72528.560000 sec): 3 clusters
  Score: Raw -416548.287499 + Penalty 2762.977825 = -413785.309674
  nChanged 77
		SP:Iteration 13Q (72528.750000 sec): 3 clusters
  Score: Raw -416578.661904 + Penalty 2762.977825 = -413815.684079
  nChanged 71
		SP:Iteration 14Q (72528.950000 sec): 3 clusters
  Score: Raw -416606.255290 + Penalty 2762.977825 = -413843.277465
  nChanged 75
		SP:Iteration 15Q (72529.130000 sec): 3 clusters
  Score: Raw -416639.562265 + Penalty 2762.977825 = -413876.584440
  nChanged 87
		SP:Iteration 16Q (72529.300000 sec): 3 clusters
  Score: Raw -416680.799569 + Penalty 2762.977825 = -413917.821744
  nChanged 92
		SP:Iteration 17Q (72529.470000 sec): 3 clusters
  Score: Raw -416729.004661 + Penalty 2762.977825 = -413966.026836
  nChanged 104
		SP:Iteration 18Q (72529.650000 sec): 3 clusters
  Score: Raw -416791.403250 + Penalty 2762.977825 = -414028.425425
  nChanged 95
		SP:Iteration 19Q (72529.830000 sec): 3 clusters
  Score: Raw -416851.765244 + Penalty 2762.977825 = -414088.787419
  nChanged 112
		SP:Iteration 20F (72530.000000 sec): 3 clusters
  Score: Raw -416919.957372 + Penalty 2762.977825 = -414156.979547
  nChanged 125
		SP:Iteration 21Q (72530.170000 sec): 3 clusters
  Score: Raw -416999.461372 + Penalty 2762.977825 = -414236.483547
  nChanged 112
		SP:Iteration 22Q (72530.350000 sec): 3 clusters
  Score: Raw -417057.111179 + Penalty 2762.977825 = -414294.133354
  nChanged 100
		SP:Iteration 23Q (72530.530000 sec): 3 clusters
  Score: Raw -417112.071212 + Penalty 2762.977825 = -414349.093387
  nChanged 96
		SP:Iteration 24Q (72530.700000 sec): 3 clusters
  Score: Raw -417163.592820 + Penalty 2762.977825 = -414400.614995
  nChanged 78
		SP:Iteration 25Q (72530.870000 sec): 3 clusters
  Score: Raw -417201.596539 + Penalty 2762.977825 = -414438.618714
  nChanged 88
		SP:Iteration 26Q (72531.050000 sec): 3 clusters
  Score: Raw -417237.272840 + Penalty 2762.977825 = -414474.295014
  nChanged 70
		SP:Iteration 27Q (72531.230000 sec): 3 clusters
  Score: Raw -417268.337299 + Penalty 2762.977825 = -414505.359474
  nChanged 63
		SP:Iteration 28Q (72531.400000 sec): 3 clusters
  Score: Raw -417300.696341 + Penalty 2762.977825 = -414537.718516
  nChanged 59
		SP:Iteration 29Q (72531.560000 sec): 3 clusters
  Score: Raw -417324.974835 + Penalty 2762.977825 = -414561.997010
  nChanged 52
		SP:Iteration 30Q (72531.800000 sec): 3 clusters
  Score: Raw -417352.112671 + Penalty 2762.977825 = -414589.134846
  nChanged 51
		SP:Iteration 31Q (72531.980000 sec): 3 clusters
  Score: Raw -417376.170360 + Penalty 2762.977825 = -414613.192535
  nChanged 38
		SP:Iteration 32Q (72532.120000 sec): 3 clusters
  Score: Raw -417393.636780 + Penalty 2762.977825 = -414630.658954
  nChanged 52
		SP:Iteration 33Q (72532.340000 sec): 3 clusters
  Score: Raw -417416.885631 + Penalty 2762.977825 = -414653.907806
  nChanged 43
		SP:Iteration 34Q (72532.510000 sec): 3 clusters
  Score: Raw -417434.030272 + Penalty 2762.977825 = -414671.052447
  nChanged 46
		SP:Iteration 35Q (72532.690000 sec): 3 clusters
  Score: Raw -417450.407095 + Penalty 2762.977825 = -414687.429270
  nChanged 36
		SP:Iteration 36Q (72532.860000 sec): 3 clusters
  Score: Raw -417462.774023 + Penalty 2762.977825 = -414699.796198
  nChanged 24
		SP:Iteration 37Q (72533.040000 sec): 3 clusters
  Score: Raw -417471.507548 + Penalty 2762.977825 = -414708.529723
  nChanged 25
		SP:Iteration 38Q (72533.210000 sec): 3 clusters
  Score: Raw -417479.384235 + Penalty 2762.977825 = -414716.406410
  nChanged 22
		SP:Iteration 39Q (72533.390000 sec): 3 clusters
  Score: Raw -417484.759253 + Penalty 2762.977825 = -414721.781428
  nChanged 17
		SP:Iteration 40F (72533.560000 sec): 3 clusters
  Score: Raw -417490.960241 + Penalty 2762.977825 = -414727.982416
  nChanged 16
		SP:Iteration 41Q (72533.740000 sec): 3 clusters
  Score: Raw -417496.648694 + Penalty 2762.977825 = -414733.670869
  nChanged 15
		SP:Iteration 42Q (72533.920000 sec): 3 clusters
  Score: Raw -417501.807985 + Penalty 2762.977825 = -414738.830160
  nChanged 19
		SP:Iteration 43Q (72534.090000 sec): 3 clusters
  Score: Raw -417507.793326 + Penalty 2762.977825 = -414744.815501
  nChanged 16
		SP:Iteration 44Q (72534.260000 sec): 3 clusters
  Score: Raw -417513.954024 + Penalty 2762.977825 = -414750.976198
  nChanged 16
		SP:Iteration 45Q (72534.440000 sec): 3 clusters
  Score: Raw -417518.239373 + Penalty 2762.977825 = -414755.261548
  nChanged 15
		SP:Iteration 46Q (72534.620000 sec): 3 clusters
  Score: Raw -417524.459821 + Penalty 2762.977825 = -414761.481996
  nChanged 17
		SP:Iteration 47Q (72534.790000 sec): 3 clusters
  Score: Raw -417529.788700 + Penalty 2762.977825 = -414766.810875
  nChanged 14
		SP:Iteration 48Q (72534.970000 sec): 3 clusters
  Score: Raw -417533.313040 + Penalty 2762.977825 = -414770.335215
  nChanged 13
		SP:Iteration 49Q (72535.190000 sec): 3 clusters
  Score: Raw -417536.648764 + Penalty 2762.977825 = -414773.670938
  nChanged 9
		SP:Iteration 50Q (72535.360000 sec): 3 clusters
  Score: Raw -417538.643284 + Penalty 2762.977825 = -414775.665459
  nChanged 5
		SP:Iteration 51Q (72535.540000 sec): 3 clusters
  Score: Raw -417539.972657 + Penalty 2762.977825 = -414776.994832
  nChanged 6
		SP:Iteration 52Q (72535.710000 sec): 3 clusters
  Score: Raw -417540.805391 + Penalty 2762.977825 = -414777.827566
  nChanged 3
		SP:Iteration 53Q (72535.890000 sec): 3 clusters
  Score: Raw -417541.258396 + Penalty 2762.977825 = -414778.280571
  nChanged 1
		SP:Iteration 54Q (72536.060000 sec): 3 clusters
  Score: Raw -417541.386694 + Penalty 2762.977825 = -414778.408869
  nChanged 0
		SP:Iteration 55F (72536.240000 sec): 3 clusters
  Score: Raw -417541.386694 + Penalty 2762.977825 = -414778.408869
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (14185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72536.450000 sec): 2 clusters
  Score: Raw -1218445.715087 + Penalty 1553.490306 = -1216892.224781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72536.720000 sec): 3 clusters
  Score: Raw -1209968.919771 + Penalty 3106.980613 = -1206861.939159
  nChanged 6353
		SP:Iteration 1F (72536.960000 sec): 3 clusters
  Score: Raw -1213652.935786 + Penalty 3106.980613 = -1210545.955173
  nChanged 1064
		SP:Iteration 2F (72537.240000 sec): 3 clusters
  Score: Raw -1214331.108678 + Penalty 3106.980613 = -1211224.128065
  nChanged 1031
		SP:Iteration 3F (72537.520000 sec): 3 clusters
  Score: Raw -1215095.761496 + Penalty 3106.980613 = -1211988.780883
  nChanged 1052
		SP:Iteration 4F (72537.790000 sec): 3 clusters
  Score: Raw -1215895.458156 + Penalty 3106.980613 = -1212788.477544
  nChanged 971
		SP:Iteration 5F (72538.070000 sec): 3 clusters
  Score: Raw -1216483.686111 + Penalty 3106.980613 = -1213376.705498
  nChanged 779
		SP:Iteration 6F (72538.340000 sec): 3 clusters
  Score: Raw -1216907.400245 + Penalty 3106.980613 = -1213800.419632
  nChanged 604
		SP:Iteration 7Q (72538.620000 sec): 3 clusters
  Score: Raw -1217176.803914 + Penalty 3106.980613 = -1214069.823301
  nChanged 497
		SP:Iteration 8Q (72538.900000 sec): 3 clusters
  Score: Raw -1217412.680074 + Penalty 3106.980613 = -1214305.699462
  nChanged 443
		SP:Iteration 9Q (72539.180000 sec): 3 clusters
  Score: Raw -1217617.226707 + Penalty 3106.980613 = -1214510.246095
  nChanged 360
		SP:Iteration 10Q (72539.450000 sec): 3 clusters
  Score: Raw -1217753.185028 + Penalty 3106.980613 = -1214646.204415
  nChanged 301
		SP:Iteration 11Q (72539.730000 sec): 3 clusters
  Score: Raw -1217852.270811 + Penalty 3106.980613 = -1214745.290198
  nChanged 248
		SP:Iteration 12Q (72540.010000 sec): 3 clusters
  Score: Raw -1217926.804898 + Penalty 3106.980613 = -1214819.824285
  nChanged 189
		SP:Iteration 13Q (72540.280000 sec): 3 clusters
  Score: Raw -1217983.586971 + Penalty 3106.980613 = -1214876.606358
  nChanged 185
		SP:Iteration 14Q (72540.560000 sec): 3 clusters
  Score: Raw -1218027.445284 + Penalty 3106.980613 = -1214920.464671
  nChanged 129
		SP:Iteration 15Q (72540.840000 sec): 3 clusters
  Score: Raw -1218057.295680 + Penalty 3106.980613 = -1214950.315067
  nChanged 126
		SP:Iteration 16Q (72541.120000 sec): 3 clusters
  Score: Raw -1218080.302331 + Penalty 3106.980613 = -1214973.321718
  nChanged 111
		SP:Iteration 17Q (72541.400000 sec): 3 clusters
  Score: Raw -1218107.260720 + Penalty 3106.980613 = -1215000.280107
  nChanged 106
		SP:Iteration 18Q (72541.680000 sec): 3 clusters
  Score: Raw -1218128.157592 + Penalty 3106.980613 = -1215021.176979
  nChanged 84
		SP:Iteration 19Q (72541.960000 sec): 3 clusters
  Score: Raw -1218142.117853 + Penalty 3106.980613 = -1215035.137240
  nChanged 95
		SP:Iteration 20F (72542.240000 sec): 3 clusters
  Score: Raw -1218162.477331 + Penalty 3106.980613 = -1215055.496718
  nChanged 93
		SP:Iteration 21Q (72542.520000 sec): 3 clusters
  Score: Raw -1218182.732225 + Penalty 3106.980613 = -1215075.751612
  nChanged 114
		SP:Iteration 22Q (72542.800000 sec): 3 clusters
  Score: Raw -1218211.846495 + Penalty 3106.980613 = -1215104.865882
  nChanged 99
		SP:Iteration 23Q (72543.070000 sec): 3 clusters
  Score: Raw -1218236.364019 + Penalty 3106.980613 = -1215129.383406
  nChanged 99
		SP:Iteration 24Q (72543.350000 sec): 3 clusters
  Score: Raw -1218256.294863 + Penalty 3106.980613 = -1215149.314250
  nChanged 90
		SP:Iteration 25Q (72543.620000 sec): 3 clusters
  Score: Raw -1218271.617479 + Penalty 3106.980613 = -1215164.636866
  nChanged 76
		SP:Iteration 26Q (72543.800000 sec): 3 clusters
  Score: Raw -1218284.370381 + Penalty 3106.980613 = -1215177.389768
  nChanged 57
		SP:Iteration 27Q (72544.080000 sec): 3 clusters
  Score: Raw -1218293.867186 + Penalty 3106.980613 = -1215186.886573
  nChanged 66
		SP:Iteration 28Q (72544.350000 sec): 3 clusters
  Score: Raw -1218303.754188 + Penalty 3106.980613 = -1215196.773575
  nChanged 62
		SP:Iteration 29Q (72544.630000 sec): 3 clusters
  Score: Raw -1218315.014956 + Penalty 3106.980613 = -1215208.034343
  nChanged 64
		SP:Iteration 30Q (72544.910000 sec): 3 clusters
  Score: Raw -1218326.991089 + Penalty 3106.980613 = -1215220.010476
  nChanged 72
		SP:Iteration 31Q (72545.180000 sec): 3 clusters
  Score: Raw -1218342.538120 + Penalty 3106.980613 = -1215235.557507
  nChanged 101
		SP:Iteration 32Q (72545.460000 sec): 3 clusters
  Score: Raw -1218368.370972 + Penalty 3106.980613 = -1215261.390359
  nChanged 115
		SP:Iteration 33Q (72545.730000 sec): 3 clusters
  Score: Raw -1218402.515249 + Penalty 3106.980613 = -1215295.534636
  nChanged 133
		SP:Iteration 34Q (72546.010000 sec): 3 clusters
  Score: Raw -1218454.772449 + Penalty 3106.980613 = -1215347.791836
  nChanged 162
		SP:Iteration 35Q (72546.280000 sec): 3 clusters
  Score: Raw -1218523.194325 + Penalty 3106.980613 = -1215416.213712
  nChanged 194
		SP:Iteration 36Q (72546.550000 sec): 3 clusters
  Score: Raw -1218618.044478 + Penalty 3106.980613 = -1215511.063865
  nChanged 211
		SP:Iteration 37Q (72546.830000 sec): 3 clusters
  Score: Raw -1218735.275574 + Penalty 3106.980613 = -1215628.294961
  nChanged 219
		SP:Iteration 38Q (72547.110000 sec): 3 clusters
  Score: Raw -1218853.200336 + Penalty 3106.980613 = -1215746.219723
  nChanged 189
		SP:Iteration 39Q (72547.380000 sec): 3 clusters
  Score: Raw -1218958.718704 + Penalty 3106.980613 = -1215851.738091
  nChanged 204
		SP:Iteration 40F (72547.650000 sec): 3 clusters
  Score: Raw -1219087.915352 + Penalty 3106.980613 = -1215980.934739
  nChanged 204
		SP:Iteration 41Q (72547.930000 sec): 3 clusters
  Score: Raw -1219191.717648 + Penalty 3106.980613 = -1216084.737035
  nChanged 177
		SP:Iteration 42Q (72548.210000 sec): 3 clusters
  Score: Raw -1219264.393149 + Penalty 3106.980613 = -1216157.412536
  nChanged 161
		SP:Iteration 43Q (72548.390000 sec): 3 clusters
  Score: Raw -1219324.877071 + Penalty 3106.980613 = -1216217.896458
  nChanged 153
		SP:Iteration 44Q (72548.710000 sec): 3 clusters
  Score: Raw -1219380.644081 + Penalty 3106.980613 = -1216273.663468
  nChanged 127
		SP:Iteration 45Q (72548.960000 sec): 3 clusters
  Score: Raw -1219425.690730 + Penalty 3106.980613 = -1216318.710117
  nChanged 112
		SP:Iteration 46Q (72549.200000 sec): 3 clusters
  Score: Raw -1219462.945792 + Penalty 3106.980613 = -1216355.965179
  nChanged 104
		SP:Iteration 47Q (72549.480000 sec): 3 clusters
  Score: Raw -1219496.865394 + Penalty 3106.980613 = -1216389.884781
  nChanged 86
		SP:Iteration 48Q (72549.710000 sec): 3 clusters
  Score: Raw -1219524.884305 + Penalty 3106.980613 = -1216417.903692
  nChanged 81
		SP:Iteration 49Q (72549.990000 sec): 3 clusters
  Score: Raw -1219550.436189 + Penalty 3106.980613 = -1216443.455576
  nChanged 81
		SP:Iteration 50Q (72550.220000 sec): 3 clusters
  Score: Raw -1219568.759749 + Penalty 3106.980613 = -1216461.779136
  nChanged 64
		SP:Iteration 51Q (72550.450000 sec): 3 clusters
  Score: Raw -1219586.131971 + Penalty 3106.980613 = -1216479.151359
  nChanged 64
		SP:Iteration 52Q (72550.720000 sec): 3 clusters
  Score: Raw -1219605.466593 + Penalty 3106.980613 = -1216498.485980
  nChanged 58
		SP:Iteration 53Q (72550.990000 sec): 3 clusters
  Score: Raw -1219620.149477 + Penalty 3106.980613 = -1216513.168864
  nChanged 57
		SP:Iteration 54Q (72551.260000 sec): 3 clusters
  Score: Raw -1219633.089713 + Penalty 3106.980613 = -1216526.109100
  nChanged 48
		SP:Iteration 55Q (72551.540000 sec): 3 clusters
  Score: Raw -1219645.617309 + Penalty 3106.980613 = -1216538.636696
  nChanged 49
		SP:Iteration 56Q (72551.810000 sec): 3 clusters
  Score: Raw -1219656.412149 + Penalty 3106.980613 = -1216549.431536
  nChanged 32
		SP:Iteration 57Q (72552.050000 sec): 3 clusters
  Score: Raw -1219664.722620 + Penalty 3106.980613 = -1216557.742008
  nChanged 42
		SP:Iteration 58Q (72552.330000 sec): 3 clusters
  Score: Raw -1219676.958625 + Penalty 3106.980613 = -1216569.978012
  nChanged 41
		SP:Iteration 59Q (72552.560000 sec): 3 clusters
  Score: Raw -1219686.082816 + Penalty 3106.980613 = -1216579.102204
  nChanged 26
		SP:Iteration 60F (72552.840000 sec): 3 clusters
  Score: Raw -1219691.608515 + Penalty 3106.980613 = -1216584.627902
  nChanged 31
		SP:Iteration 61Q (72553.070000 sec): 3 clusters
  Score: Raw -1219698.498516 + Penalty 3106.980613 = -1216591.517903
  nChanged 23
		SP:Iteration 62Q (72553.350000 sec): 3 clusters
  Score: Raw -1219703.564633 + Penalty 3106.980613 = -1216596.584020
  nChanged 22
		SP:Iteration 63Q (72553.580000 sec): 3 clusters
  Score: Raw -1219707.409841 + Penalty 3106.980613 = -1216600.429228
  nChanged 16
		SP:Iteration 64Q (72553.850000 sec): 3 clusters
  Score: Raw -1219709.303642 + Penalty 3106.980613 = -1216602.323029
  nChanged 5
		SP:Iteration 65Q (72554.080000 sec): 3 clusters
  Score: Raw -1219710.083368 + Penalty 3106.980613 = -1216603.102756
  nChanged 6
		SP:Iteration 66Q (72554.360000 sec): 3 clusters
  Score: Raw -1219710.936582 + Penalty 3106.980613 = -1216603.955969
  nChanged 3
		SP:Iteration 67Q (72554.590000 sec): 3 clusters
  Score: Raw -1219711.204828 + Penalty 3106.980613 = -1216604.224215
  nChanged 0
		SP:Iteration 68F (72554.870000 sec): 3 clusters
  Score: Raw -1219711.204828 + Penalty 3106.980613 = -1216604.224215
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (4743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72554.970000 sec): 2 clusters
  Score: Raw -349930.036845 + Penalty 1375.469083 = -348554.567762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72555.140000 sec): 3 clusters
  Score: Raw -347590.077161 + Penalty 2750.938166 = -344839.138995
  nChanged 1924
		SP:Iteration 1F (72555.320000 sec): 3 clusters
  Score: Raw -349010.289597 + Penalty 2750.938166 = -346259.351431
  nChanged 441
		SP:Iteration 2F (72555.490000 sec): 3 clusters
  Score: Raw -349450.975758 + Penalty 2750.938166 = -346700.037592
  nChanged 352
		SP:Iteration 3F (72555.670000 sec): 3 clusters
  Score: Raw -349735.602981 + Penalty 2750.938166 = -346984.664815
  nChanged 252
		SP:Iteration 4F (72555.840000 sec): 3 clusters
  Score: Raw -349894.536460 + Penalty 2750.938166 = -347143.598294
  nChanged 180
		SP:Iteration 5Q (72556.020000 sec): 3 clusters
  Score: Raw -349989.954726 + Penalty 2750.938166 = -347239.016560
  nChanged 116
		SP:Iteration 6Q (72556.200000 sec): 3 clusters
  Score: Raw -350053.357288 + Penalty 2750.938166 = -347302.419122
  nChanged 90
		SP:Iteration 7Q (72556.370000 sec): 3 clusters
  Score: Raw -350098.317127 + Penalty 2750.938166 = -347347.378961
  nChanged 94
		SP:Iteration 8Q (72556.530000 sec): 3 clusters
  Score: Raw -350138.976722 + Penalty 2750.938166 = -347388.038556
  nChanged 68
		SP:Iteration 9Q (72556.690000 sec): 3 clusters
  Score: Raw -350161.930138 + Penalty 2750.938166 = -347410.991972
  nChanged 58
		SP:Iteration 10Q (72556.850000 sec): 3 clusters
  Score: Raw -350187.849585 + Penalty 2750.938166 = -347436.911419
  nChanged 63
		SP:Iteration 11Q (72557.010000 sec): 3 clusters
  Score: Raw -350219.445879 + Penalty 2750.938166 = -347468.507713
  nChanged 69
		SP:Iteration 12Q (72557.170000 sec): 3 clusters
  Score: Raw -350255.571782 + Penalty 2750.938166 = -347504.633616
  nChanged 63
		SP:Iteration 13Q (72557.330000 sec): 3 clusters
  Score: Raw -350284.144304 + Penalty 2750.938166 = -347533.206138
  nChanged 46
		SP:Iteration 14Q (72557.490000 sec): 3 clusters
  Score: Raw -350298.481045 + Penalty 2750.938166 = -347547.542879
  nChanged 37
		SP:Iteration 15Q (72557.650000 sec): 3 clusters
  Score: Raw -350313.028987 + Penalty 2750.938166 = -347562.090821
  nChanged 38
		SP:Iteration 16Q (72557.810000 sec): 3 clusters
  Score: Raw -350324.342028 + Penalty 2750.938166 = -347573.403862
  nChanged 33
		SP:Iteration 17Q (72557.970000 sec): 3 clusters
  Score: Raw -350335.957313 + Penalty 2750.938166 = -347585.019147
  nChanged 30
		SP:Iteration 18Q (72558.120000 sec): 3 clusters
  Score: Raw -350344.996966 + Penalty 2750.938166 = -347594.058800
  nChanged 32
		SP:Iteration 19Q (72558.280000 sec): 3 clusters
  Score: Raw -350353.667595 + Penalty 2750.938166 = -347602.729429
  nChanged 26
		SP:Iteration 20F (72558.440000 sec): 3 clusters
  Score: Raw -350360.642846 + Penalty 2750.938166 = -347609.704680
  nChanged 21
		SP:Iteration 21Q (72558.600000 sec): 3 clusters
  Score: Raw -350364.867195 + Penalty 2750.938166 = -347613.929029
  nChanged 22
		SP:Iteration 22Q (72558.770000 sec): 3 clusters
  Score: Raw -350372.484564 + Penalty 2750.938166 = -347621.546398
  nChanged 16
		SP:Iteration 23Q (72558.940000 sec): 3 clusters
  Score: Raw -350376.283745 + Penalty 2750.938166 = -347625.345579
  nChanged 22
		SP:Iteration 24Q (72559.120000 sec): 3 clusters
  Score: Raw -350383.342276 + Penalty 2750.938166 = -347632.404110
  nChanged 16
		SP:Iteration 25Q (72559.290000 sec): 3 clusters
  Score: Raw -350387.427412 + Penalty 2750.938166 = -347636.489246
  nChanged 14
		SP:Iteration 26Q (72559.510000 sec): 3 clusters
  Score: Raw -350390.627586 + Penalty 2750.938166 = -347639.689420
  nChanged 9
		SP:Iteration 27Q (72559.690000 sec): 3 clusters
  Score: Raw -350392.694502 + Penalty 2750.938166 = -347641.756336
  nChanged 7
		SP:Iteration 28Q (72559.860000 sec): 3 clusters
  Score: Raw -350394.275235 + Penalty 2750.938166 = -347643.337069
  nChanged 11
		SP:Iteration 29Q (72560.040000 sec): 3 clusters
  Score: Raw -350397.936640 + Penalty 2750.938166 = -347646.998474
  nChanged 17
		SP:Iteration 30Q (72560.210000 sec): 3 clusters
  Score: Raw -350403.550363 + Penalty 2750.938166 = -347652.612197
  nChanged 20
		SP:Iteration 31Q (72560.390000 sec): 3 clusters
  Score: Raw -350410.516541 + Penalty 2750.938166 = -347659.578375
  nChanged 20
		SP:Iteration 32Q (72560.560000 sec): 3 clusters
  Score: Raw -350417.875586 + Penalty 2750.938166 = -347666.937420
  nChanged 26
		SP:Iteration 33Q (72560.740000 sec): 3 clusters
  Score: Raw -350425.653186 + Penalty 2750.938166 = -347674.715020
  nChanged 24
		SP:Iteration 34Q (72560.910000 sec): 3 clusters
  Score: Raw -350435.156368 + Penalty 2750.938166 = -347684.218202
  nChanged 25
		SP:Iteration 35Q (72561.090000 sec): 3 clusters
  Score: Raw -350441.141855 + Penalty 2750.938166 = -347690.203690
  nChanged 22
		SP:Iteration 36Q (72561.270000 sec): 3 clusters
  Score: Raw -350446.874791 + Penalty 2750.938166 = -347695.936625
  nChanged 18
		SP:Iteration 37Q (72561.440000 sec): 3 clusters
  Score: Raw -350450.995435 + Penalty 2750.938166 = -347700.057269
  nChanged 17
		SP:Iteration 38Q (72561.610000 sec): 3 clusters
  Score: Raw -350454.978379 + Penalty 2750.938166 = -347704.040213
  nChanged 11
		SP:Iteration 39Q (72561.790000 sec): 3 clusters
  Score: Raw -350457.281067 + Penalty 2750.938166 = -347706.342902
  nChanged 8
		SP:Iteration 40F (72561.970000 sec): 3 clusters
  Score: Raw -350458.598605 + Penalty 2750.938166 = -347707.660439
  nChanged 4
		SP:Iteration 41Q (72562.140000 sec): 3 clusters
  Score: Raw -350459.271393 + Penalty 2750.938166 = -347708.333227
  nChanged 4
		SP:Iteration 42Q (72562.320000 sec): 3 clusters
  Score: Raw -350460.035653 + Penalty 2750.938166 = -347709.097487
  nChanged 5
		SP:Iteration 43Q (72562.490000 sec): 3 clusters
  Score: Raw -350461.052705 + Penalty 2750.938166 = -347710.114539
  nChanged 3
		SP:Iteration 44Q (72562.670000 sec): 3 clusters
  Score: Raw -350461.724226 + Penalty 2750.938166 = -347710.786060
  nChanged 5
		SP:Iteration 45Q (72562.850000 sec): 3 clusters
  Score: Raw -350462.409436 + Penalty 2750.938166 = -347711.471270
  nChanged 1
		SP:Iteration 46Q (72563.020000 sec): 3 clusters
  Score: Raw -350462.539929 + Penalty 2750.938166 = -347711.601763
  nChanged 0
		SP:Iteration 47F (72563.190000 sec): 3 clusters
  Score: Raw -350462.539929 + Penalty 2750.938166 = -347711.601763
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (5365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72563.280000 sec): 2 clusters
  Score: Raw -386627.340541 + Penalty 1395.493394 = -385231.847147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72563.460000 sec): 3 clusters
  Score: Raw -383849.105390 + Penalty 2790.986788 = -381058.118602
  nChanged 2193
		SP:Iteration 1F (72563.630000 sec): 3 clusters
  Score: Raw -385406.774975 + Penalty 2790.986788 = -382615.788187
  nChanged 532
		SP:Iteration 2F (72563.800000 sec): 3 clusters
  Score: Raw -385939.135184 + Penalty 2790.986788 = -383148.148396
  nChanged 447
		SP:Iteration 3F (72563.980000 sec): 3 clusters
  Score: Raw -386361.533815 + Penalty 2790.986788 = -383570.547027
  nChanged 353
		SP:Iteration 4F (72564.120000 sec): 3 clusters
  Score: Raw -386635.453886 + Penalty 2790.986788 = -383844.467098
  nChanged 266
		SP:Iteration 5Q (72564.220000 sec): 3 clusters
  Score: Raw -386798.325333 + Penalty 2790.986788 = -384007.338545
  nChanged 190
		SP:Iteration 6Q (72564.410000 sec): 3 clusters
  Score: Raw -386880.417167 + Penalty 2790.986788 = -384089.430379
  nChanged 121
		SP:Iteration 7Q (72564.630000 sec): 3 clusters
  Score: Raw -386940.176056 + Penalty 2790.986788 = -384149.189268
  nChanged 104
		SP:Iteration 8Q (72564.780000 sec): 3 clusters
  Score: Raw -386980.197163 + Penalty 2790.986788 = -384189.210375
  nChanged 85
		SP:Iteration 9Q (72564.950000 sec): 3 clusters
  Score: Raw -387005.687653 + Penalty 2790.986788 = -384214.700865
  nChanged 52
		SP:Iteration 10Q (72565.130000 sec): 3 clusters
  Score: Raw -387021.030959 + Penalty 2790.986788 = -384230.044171
  nChanged 46
		SP:Iteration 11Q (72565.300000 sec): 3 clusters
  Score: Raw -387034.431557 + Penalty 2790.986788 = -384243.444769
  nChanged 36
		SP:Iteration 12Q (72565.470000 sec): 3 clusters
  Score: Raw -387043.545141 + Penalty 2790.986788 = -384252.558353
  nChanged 22
		SP:Iteration 13Q (72565.640000 sec): 3 clusters
  Score: Raw -387048.294563 + Penalty 2790.986788 = -384257.307775
  nChanged 13
		SP:Iteration 14Q (72565.810000 sec): 3 clusters
  Score: Raw -387051.269913 + Penalty 2790.986788 = -384260.283125
  nChanged 10
		SP:Iteration 15Q (72565.990000 sec): 3 clusters
  Score: Raw -387052.610655 + Penalty 2790.986788 = -384261.623867
  nChanged 7
		SP:Iteration 16Q (72566.160000 sec): 3 clusters
  Score: Raw -387054.182825 + Penalty 2790.986788 = -384263.196037
  nChanged 11
		SP:Iteration 17Q (72566.330000 sec): 3 clusters
  Score: Raw -387056.265954 + Penalty 2790.986788 = -384265.279166
  nChanged 7
		SP:Iteration 18Q (72566.530000 sec): 3 clusters
  Score: Raw -387058.949431 + Penalty 2790.986788 = -384267.962643
  nChanged 13
		SP:Iteration 19Q (72566.720000 sec): 3 clusters
  Score: Raw -387061.751627 + Penalty 2790.986788 = -384270.764839
  nChanged 9
		SP:Iteration 20F (72566.890000 sec): 3 clusters
  Score: Raw -387063.567169 + Penalty 2790.986788 = -384272.580381
  nChanged 14
		SP:Iteration 21Q (72567.070000 sec): 3 clusters
  Score: Raw -387066.552893 + Penalty 2790.986788 = -384275.566105
  nChanged 13
		SP:Iteration 22Q (72567.240000 sec): 3 clusters
  Score: Raw -387068.082063 + Penalty 2790.986788 = -384277.095275
  nChanged 4
		SP:Iteration 23Q (72567.410000 sec): 3 clusters
  Score: Raw -387069.184194 + Penalty 2790.986788 = -384278.197406
  nChanged 3
		SP:Iteration 24Q (72567.590000 sec): 3 clusters
  Score: Raw -387069.453243 + Penalty 2790.986788 = -384278.466455
  nChanged 3
		SP:Iteration 25Q (72567.760000 sec): 3 clusters
  Score: Raw -387070.134436 + Penalty 2790.986788 = -384279.147648
  nChanged 4
		SP:Iteration 26Q (72567.930000 sec): 3 clusters
  Score: Raw -387071.256218 + Penalty 2790.986788 = -384280.269430
  nChanged 3
		SP:Iteration 27Q (72568.100000 sec): 3 clusters
  Score: Raw -387071.926976 + Penalty 2790.986788 = -384280.940188
  nChanged 3
		SP:Iteration 28Q (72568.270000 sec): 3 clusters
  Score: Raw -387072.074859 + Penalty 2790.986788 = -384281.088071
  nChanged 0
		SP:Iteration 29F (72568.450000 sec): 3 clusters
  Score: Raw -387072.074859 + Penalty 2790.986788 = -384281.088071
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (4974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72568.540000 sec): 2 clusters
  Score: Raw -376330.031721 + Penalty 1383.196689 = -374946.835032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72568.710000 sec): 3 clusters
  Score: Raw -373712.824934 + Penalty 2766.393378 = -370946.431556
  nChanged 2013
		SP:Iteration 1F (72568.890000 sec): 3 clusters
  Score: Raw -374939.158182 + Penalty 2766.393378 = -372172.764804
  nChanged 477
		SP:Iteration 2F (72569.070000 sec): 3 clusters
  Score: Raw -375436.903796 + Penalty 2766.393378 = -372670.510419
  nChanged 438
		SP:Iteration 3F (72569.240000 sec): 3 clusters
  Score: Raw -375843.010018 + Penalty 2766.393378 = -373076.616640
  nChanged 339
		SP:Iteration 4F (72569.410000 sec): 3 clusters
  Score: Raw -376124.237258 + Penalty 2766.393378 = -373357.843880
  nChanged 266
		SP:Iteration 5F (72569.590000 sec): 3 clusters
  Score: Raw -376304.830422 + Penalty 2766.393378 = -373538.437044
  nChanged 211
		SP:Iteration 6Q (72569.770000 sec): 3 clusters
  Score: Raw -376448.138574 + Penalty 2766.393378 = -373681.745196
  nChanged 179
		SP:Iteration 7Q (72569.940000 sec): 3 clusters
  Score: Raw -376567.734819 + Penalty 2766.393378 = -373801.341441
  nChanged 144
		SP:Iteration 8Q (72570.110000 sec): 3 clusters
  Score: Raw -376656.773943 + Penalty 2766.393378 = -373890.380565
  nChanged 121
		SP:Iteration 9Q (72570.290000 sec): 3 clusters
  Score: Raw -376720.885053 + Penalty 2766.393378 = -373954.491675
  nChanged 95
		SP:Iteration 10Q (72570.470000 sec): 3 clusters
  Score: Raw -376768.286747 + Penalty 2766.393378 = -374001.893369
  nChanged 75
		SP:Iteration 11Q (72570.640000 sec): 3 clusters
  Score: Raw -376801.211393 + Penalty 2766.393378 = -374034.818015
  nChanged 50
		SP:Iteration 12Q (72570.820000 sec): 3 clusters
  Score: Raw -376819.813838 + Penalty 2766.393378 = -374053.420460
  nChanged 56
		SP:Iteration 13Q (72570.990000 sec): 3 clusters
  Score: Raw -376836.933492 + Penalty 2766.393378 = -374070.540115
  nChanged 48
		SP:Iteration 14Q (72571.170000 sec): 3 clusters
  Score: Raw -376851.133955 + Penalty 2766.393378 = -374084.740577
  nChanged 40
		SP:Iteration 15Q (72571.340000 sec): 3 clusters
  Score: Raw -376864.239946 + Penalty 2766.393378 = -374097.846568
  nChanged 36
		SP:Iteration 16Q (72571.520000 sec): 3 clusters
  Score: Raw -376873.748280 + Penalty 2766.393378 = -374107.354902
  nChanged 37
		SP:Iteration 17Q (72571.690000 sec): 3 clusters
  Score: Raw -376883.105967 + Penalty 2766.393378 = -374116.712589
  nChanged 28
		SP:Iteration 18Q (72571.870000 sec): 3 clusters
  Score: Raw -376892.725481 + Penalty 2766.393378 = -374126.332104
  nChanged 22
		SP:Iteration 19Q (72572.040000 sec): 3 clusters
  Score: Raw -376898.408416 + Penalty 2766.393378 = -374132.015038
  nChanged 19
		SP:Iteration 20F (72572.150000 sec): 3 clusters
  Score: Raw -376904.666545 + Penalty 2766.393378 = -374138.273167
  nChanged 25
		SP:Iteration 21Q (72572.240000 sec): 3 clusters
  Score: Raw -376911.715040 + Penalty 2766.393378 = -374145.321662
  nChanged 27
		SP:Iteration 22Q (72572.340000 sec): 3 clusters
  Score: Raw -376920.438127 + Penalty 2766.393378 = -374154.044749
  nChanged 25
		SP:Iteration 23Q (72572.430000 sec): 3 clusters
  Score: Raw -376927.013759 + Penalty 2766.393378 = -374160.620381
  nChanged 16
		SP:Iteration 24Q (72572.530000 sec): 3 clusters
  Score: Raw -376931.542738 + Penalty 2766.393378 = -374165.149360
  nChanged 20
		SP:Iteration 25Q (72572.620000 sec): 3 clusters
  Score: Raw -376937.179154 + Penalty 2766.393378 = -374170.785776
  nChanged 28
		SP:Iteration 26Q (72572.720000 sec): 3 clusters
  Score: Raw -376947.682851 + Penalty 2766.393378 = -374181.289473
  nChanged 28
		SP:Iteration 27Q (72572.820000 sec): 3 clusters
  Score: Raw -376954.342945 + Penalty 2766.393378 = -374187.949567
  nChanged 27
		SP:Iteration 28Q (72572.910000 sec): 3 clusters
  Score: Raw -376961.573568 + Penalty 2766.393378 = -374195.180191
  nChanged 27
		SP:Iteration 29Q (72573.000000 sec): 3 clusters
  Score: Raw -376967.936403 + Penalty 2766.393378 = -374201.543025
  nChanged 18
		SP:Iteration 30Q (72573.100000 sec): 3 clusters
  Score: Raw -376973.456810 + Penalty 2766.393378 = -374207.063432
  nChanged 28
		SP:Iteration 31Q (72573.200000 sec): 3 clusters
  Score: Raw -376984.362119 + Penalty 2766.393378 = -374217.968741
  nChanged 32
		SP:Iteration 32Q (72573.290000 sec): 3 clusters
  Score: Raw -376999.470924 + Penalty 2766.393378 = -374233.077546
  nChanged 31
		SP:Iteration 33Q (72573.390000 sec): 3 clusters
  Score: Raw -377013.655988 + Penalty 2766.393378 = -374247.262610
  nChanged 29
		SP:Iteration 34Q (72573.490000 sec): 3 clusters
  Score: Raw -377025.714060 + Penalty 2766.393378 = -374259.320682
  nChanged 29
		SP:Iteration 35Q (72573.580000 sec): 3 clusters
  Score: Raw -377033.109668 + Penalty 2766.393378 = -374266.716290
  nChanged 25
		SP:Iteration 36Q (72573.670000 sec): 3 clusters
  Score: Raw -377040.399698 + Penalty 2766.393378 = -374274.006320
  nChanged 18
		SP:Iteration 37Q (72573.770000 sec): 3 clusters
  Score: Raw -377045.216204 + Penalty 2766.393378 = -374278.822826
  nChanged 18
		SP:Iteration 38Q (72573.960000 sec): 3 clusters
  Score: Raw -377049.132565 + Penalty 2766.393378 = -374282.739187
  nChanged 14
		SP:Iteration 39Q (72574.140000 sec): 3 clusters
  Score: Raw -377052.195732 + Penalty 2766.393378 = -374285.802355
  nChanged 10
		SP:Iteration 40F (72574.310000 sec): 3 clusters
  Score: Raw -377054.962598 + Penalty 2766.393378 = -374288.569220
  nChanged 13
		SP:Iteration 41Q (72574.490000 sec): 3 clusters
  Score: Raw -377058.026569 + Penalty 2766.393378 = -374291.633191
  nChanged 14
		SP:Iteration 42Q (72574.660000 sec): 3 clusters
  Score: Raw -377061.242116 + Penalty 2766.393378 = -374294.848738
  nChanged 9
		SP:Iteration 43Q (72574.840000 sec): 3 clusters
  Score: Raw -377062.630937 + Penalty 2766.393378 = -374296.237559
  nChanged 7
		SP:Iteration 44Q (72575.010000 sec): 3 clusters
  Score: Raw -377064.242959 + Penalty 2766.393378 = -374297.849581
  nChanged 8
		SP:Iteration 45Q (72575.190000 sec): 3 clusters
  Score: Raw -377066.692416 + Penalty 2766.393378 = -374300.299038
  nChanged 7
		SP:Iteration 46Q (72575.370000 sec): 3 clusters
  Score: Raw -377069.029505 + Penalty 2766.393378 = -374302.636127
  nChanged 9
		SP:Iteration 47Q (72575.560000 sec): 3 clusters
  Score: Raw -377070.782829 + Penalty 2766.393378 = -374304.389451
  nChanged 7
		SP:Iteration 48Q (72575.650000 sec): 3 clusters
  Score: Raw -377072.187570 + Penalty 2766.393378 = -374305.794192
  nChanged 5
		SP:Iteration 49Q (72575.750000 sec): 3 clusters
  Score: Raw -377073.383195 + Penalty 2766.393378 = -374306.989817
  nChanged 6
		SP:Iteration 50Q (72575.840000 sec): 3 clusters
  Score: Raw -377074.552053 + Penalty 2766.393378 = -374308.158675
  nChanged 4
		SP:Iteration 51Q (72575.930000 sec): 3 clusters
  Score: Raw -377075.333156 + Penalty 2766.393378 = -374308.939779
  nChanged 2
		SP:Iteration 52Q (72576.030000 sec): 3 clusters
  Score: Raw -377075.603123 + Penalty 2766.393378 = -374309.209745
  nChanged 2
		SP:Iteration 53Q (72576.130000 sec): 3 clusters
  Score: Raw -377076.066429 + Penalty 2766.393378 = -374309.673051
  nChanged 2
		SP:Iteration 54Q (72576.220000 sec): 3 clusters
  Score: Raw -377076.486263 + Penalty 2766.393378 = -374310.092885
  nChanged 2
		SP:Iteration 55Q (72576.310000 sec): 3 clusters
  Score: Raw -377076.745026 + Penalty 2766.393378 = -374310.351648
  nChanged 3
		SP:Iteration 56Q (72576.410000 sec): 3 clusters
  Score: Raw -377077.121037 + Penalty 2766.393378 = -374310.727659
  nChanged 1
		SP:Iteration 57Q (72576.510000 sec): 3 clusters
  Score: Raw -377077.301169 + Penalty 2766.393378 = -374310.907791
  nChanged 2
		SP:Iteration 58Q (72576.600000 sec): 3 clusters
  Score: Raw -377077.852338 + Penalty 2766.393378 = -374311.458960
  nChanged 1
		SP:Iteration 59Q (72576.690000 sec): 3 clusters
  Score: Raw -377077.946936 + Penalty 2766.393378 = -374311.553559
  nChanged 5
		SP:Iteration 60F (72576.790000 sec): 3 clusters
  Score: Raw -377078.806680 + Penalty 2766.393378 = -374312.413302
  nChanged 5
		SP:Iteration 61Q (72576.880000 sec): 3 clusters
  Score: Raw -377079.619967 + Penalty 2766.393378 = -374313.226589
  nChanged 4
		SP:Iteration 62Q (72576.980000 sec): 3 clusters
  Score: Raw -377080.233026 + Penalty 2766.393378 = -374313.839648
  nChanged 2
		SP:Iteration 63Q (72577.070000 sec): 3 clusters
  Score: Raw -377080.484346 + Penalty 2766.393378 = -374314.090968
  nChanged 4
		SP:Iteration 64Q (72577.170000 sec): 3 clusters
  Score: Raw -377081.155663 + Penalty 2766.393378 = -374314.762285
  nChanged 4
		SP:Iteration 65Q (72577.260000 sec): 3 clusters
  Score: Raw -377081.864203 + Penalty 2766.393378 = -374315.470825
  nChanged 4
		SP:Iteration 66Q (72577.360000 sec): 3 clusters
  Score: Raw -377082.836554 + Penalty 2766.393378 = -374316.443176
  nChanged 5
		SP:Iteration 67Q (72577.450000 sec): 3 clusters
  Score: Raw -377083.856568 + Penalty 2766.393378 = -374317.463190
  nChanged 1
		SP:Iteration 68Q (72577.550000 sec): 3 clusters
  Score: Raw -377083.984435 + Penalty 2766.393378 = -374317.591057
  nChanged 1
		SP:Iteration 69Q (72577.640000 sec): 3 clusters
  Score: Raw -377084.084957 + Penalty 2766.393378 = -374317.691579
  nChanged 0
		SP:Iteration 70F (72577.740000 sec): 3 clusters
  Score: Raw -377084.084957 + Penalty 2766.393378 = -374317.691579
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (3201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72577.810000 sec): 2 clusters
  Score: Raw -269444.002510 + Penalty 1311.573013 = -268132.429498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72577.870000 sec): 3 clusters
  Score: Raw -267963.259528 + Penalty 2623.146025 = -265340.113502
  nChanged 1204
		SP:Iteration 1F (72577.930000 sec): 3 clusters
  Score: Raw -268731.292560 + Penalty 2623.146025 = -266108.146534
  nChanged 254
		SP:Iteration 2F (72577.990000 sec): 3 clusters
  Score: Raw -268930.000021 + Penalty 2623.146025 = -266306.853995
  nChanged 203
		SP:Iteration 3F (72578.060000 sec): 3 clusters
  Score: Raw -269104.842392 + Penalty 2623.146025 = -266481.696367
  nChanged 174
		SP:Iteration 4F (72578.120000 sec): 3 clusters
  Score: Raw -269237.382467 + Penalty 2623.146025 = -266614.236442
  nChanged 138
		SP:Iteration 5Q (72578.180000 sec): 3 clusters
  Score: Raw -269331.749517 + Penalty 2623.146025 = -266708.603491
  nChanged 107
		SP:Iteration 6Q (72578.240000 sec): 3 clusters
  Score: Raw -269407.393779 + Penalty 2623.146025 = -266784.247753
  nChanged 91
		SP:Iteration 7Q (72578.300000 sec): 3 clusters
  Score: Raw -269462.062597 + Penalty 2623.146025 = -266838.916571
  nChanged 83
		SP:Iteration 8Q (72578.360000 sec): 3 clusters
  Score: Raw -269507.522014 + Penalty 2623.146025 = -266884.375988
  nChanged 63
		SP:Iteration 9Q (72578.430000 sec): 3 clusters
  Score: Raw -269549.204811 + Penalty 2623.146025 = -266926.058786
  nChanged 78
		SP:Iteration 10Q (72578.490000 sec): 3 clusters
  Score: Raw -269606.352070 + Penalty 2623.146025 = -266983.206044
  nChanged 79
		SP:Iteration 11Q (72578.550000 sec): 3 clusters
  Score: Raw -269653.855552 + Penalty 2623.146025 = -267030.709527
  nChanged 65
		SP:Iteration 12Q (72578.610000 sec): 3 clusters
  Score: Raw -269693.036061 + Penalty 2623.146025 = -267069.890036
  nChanged 51
		SP:Iteration 13Q (72578.670000 sec): 3 clusters
  Score: Raw -269719.102664 + Penalty 2623.146025 = -267095.956638
  nChanged 43
		SP:Iteration 14Q (72578.730000 sec): 3 clusters
  Score: Raw -269742.799144 + Penalty 2623.146025 = -267119.653119
  nChanged 41
		SP:Iteration 15Q (72578.790000 sec): 3 clusters
  Score: Raw -269766.422190 + Penalty 2623.146025 = -267143.276164
  nChanged 43
		SP:Iteration 16Q (72578.850000 sec): 3 clusters
  Score: Raw -269795.183716 + Penalty 2623.146025 = -267172.037691
  nChanged 52
		SP:Iteration 17Q (72578.910000 sec): 3 clusters
  Score: Raw -269831.143399 + Penalty 2623.146025 = -267207.997374
  nChanged 52
		SP:Iteration 18Q (72578.970000 sec): 3 clusters
  Score: Raw -269863.631347 + Penalty 2623.146025 = -267240.485321
  nChanged 59
		SP:Iteration 19Q (72579.030000 sec): 3 clusters
  Score: Raw -269909.787276 + Penalty 2623.146025 = -267286.641250
  nChanged 72
		SP:Iteration 20F (72579.100000 sec): 3 clusters
  Score: Raw -269964.190541 + Penalty 2623.146025 = -267341.044516
  nChanged 71
		SP:Iteration 21Q (72579.160000 sec): 3 clusters
  Score: Raw -270023.742189 + Penalty 2623.146025 = -267400.596164
  nChanged 72
		SP:Iteration 22Q (72579.220000 sec): 3 clusters
  Score: Raw -270087.989203 + Penalty 2623.146025 = -267464.843178
  nChanged 85
		SP:Iteration 23Q (72579.280000 sec): 3 clusters
  Score: Raw -270155.732250 + Penalty 2623.146025 = -267532.586224
  nChanged 83
		SP:Iteration 24Q (72579.340000 sec): 3 clusters
  Score: Raw -270222.156036 + Penalty 2623.146025 = -267599.010010
  nChanged 82
		SP:Iteration 25Q (72579.400000 sec): 3 clusters
  Score: Raw -270285.117392 + Penalty 2623.146025 = -267661.971367
  nChanged 59
		SP:Iteration 26Q (72579.460000 sec): 3 clusters
  Score: Raw -270318.493625 + Penalty 2623.146025 = -267695.347599
  nChanged 51
		SP:Iteration 27Q (72579.520000 sec): 3 clusters
  Score: Raw -270347.768358 + Penalty 2623.146025 = -267724.622332
  nChanged 38
		SP:Iteration 28Q (72579.590000 sec): 3 clusters
  Score: Raw -270367.281719 + Penalty 2623.146025 = -267744.135693
  nChanged 25
		SP:Iteration 29Q (72579.650000 sec): 3 clusters
  Score: Raw -270377.733235 + Penalty 2623.146025 = -267754.587209
  nChanged 20
		SP:Iteration 30Q (72579.710000 sec): 3 clusters
  Score: Raw -270387.835448 + Penalty 2623.146025 = -267764.689422
  nChanged 15
		SP:Iteration 31Q (72579.770000 sec): 3 clusters
  Score: Raw -270394.026639 + Penalty 2623.146025 = -267770.880614
  nChanged 13
		SP:Iteration 32Q (72579.830000 sec): 3 clusters
  Score: Raw -270397.889021 + Penalty 2623.146025 = -267774.742995
  nChanged 10
		SP:Iteration 33Q (72579.890000 sec): 3 clusters
  Score: Raw -270401.104242 + Penalty 2623.146025 = -267777.958217
  nChanged 5
		SP:Iteration 34Q (72579.950000 sec): 3 clusters
  Score: Raw -270402.651321 + Penalty 2623.146025 = -267779.505295
  nChanged 4
		SP:Iteration 35Q (72580.010000 sec): 3 clusters
  Score: Raw -270404.441861 + Penalty 2623.146025 = -267781.295835
  nChanged 4
		SP:Iteration 36Q (72580.070000 sec): 3 clusters
  Score: Raw -270406.584171 + Penalty 2623.146025 = -267783.438146
  nChanged 7
		SP:Iteration 37Q (72580.130000 sec): 3 clusters
  Score: Raw -270409.529344 + Penalty 2623.146025 = -267786.383319
  nChanged 3
		SP:Iteration 38Q (72580.190000 sec): 3 clusters
  Score: Raw -270410.805347 + Penalty 2623.146025 = -267787.659321
  nChanged 1
		SP:Iteration 39Q (72580.250000 sec): 3 clusters
  Score: Raw -270411.028983 + Penalty 2623.146025 = -267787.882958
  nChanged 1
		SP:Iteration 40F (72580.320000 sec): 3 clusters
  Score: Raw -270411.128727 + Penalty 2623.146025 = -267787.982701
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72580.370000 sec): 2 clusters
  Score: Raw -135932.012977 + Penalty 1180.518654 = -134751.494323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72580.400000 sec): 3 clusters
  Score: Raw -135425.112988 + Penalty 2361.037308 = -133064.075681
  nChanged 450
		SP:Iteration 1F (72580.430000 sec): 3 clusters
  Score: Raw -135806.979115 + Penalty 2361.037308 = -133445.941807
  nChanged 116
		SP:Iteration 2F (72580.470000 sec): 3 clusters
  Score: Raw -135956.835088 + Penalty 2361.037308 = -133595.797780
  nChanged 95
		SP:Iteration 3F (72580.500000 sec): 3 clusters
  Score: Raw -136088.509205 + Penalty 2361.037308 = -133727.471897
  nChanged 82
		SP:Iteration 4F (72580.530000 sec): 3 clusters
  Score: Raw -136202.094941 + Penalty 2361.037308 = -133841.057633
  nChanged 51
		SP:Iteration 5Q (72580.570000 sec): 3 clusters
  Score: Raw -136261.906217 + Penalty 2361.037308 = -133900.868910
  nChanged 38
		SP:Iteration 6Q (72580.600000 sec): 3 clusters
  Score: Raw -136302.165130 + Penalty 2361.037308 = -133941.127822
  nChanged 18
		SP:Iteration 7Q (72580.630000 sec): 3 clusters
  Score: Raw -136316.211530 + Penalty 2361.037308 = -133955.174222
  nChanged 10
		SP:Iteration 8Q (72580.670000 sec): 3 clusters
  Score: Raw -136328.286726 + Penalty 2361.037308 = -133967.249418
  nChanged 11
		SP:Iteration 9Q (72580.700000 sec): 3 clusters
  Score: Raw -136340.707034 + Penalty 2361.037308 = -133979.669726
  nChanged 6
		SP:Iteration 10Q (72580.730000 sec): 3 clusters
  Score: Raw -136345.394280 + Penalty 2361.037308 = -133984.356972
  nChanged 4
		SP:Iteration 11Q (72580.770000 sec): 3 clusters
  Score: Raw -136347.462401 + Penalty 2361.037308 = -133986.425093
  nChanged 4
		SP:Iteration 12Q (72580.800000 sec): 3 clusters
  Score: Raw -136352.559680 + Penalty 2361.037308 = -133991.522373
  nChanged 4
		SP:Iteration 13Q (72580.830000 sec): 3 clusters
  Score: Raw -136356.793854 + Penalty 2361.037308 = -133995.756546
  nChanged 6
		SP:Iteration 14Q (72580.870000 sec): 3 clusters
  Score: Raw -136363.986012 + Penalty 2361.037308 = -134002.948705
  nChanged 8
		SP:Iteration 15Q (72580.900000 sec): 3 clusters
  Score: Raw -136369.764391 + Penalty 2361.037308 = -134008.727083
  nChanged 3
		SP:Iteration 16Q (72580.930000 sec): 3 clusters
  Score: Raw -136372.271776 + Penalty 2361.037308 = -134011.234468
  nChanged 1
		SP:Iteration 17Q (72580.970000 sec): 3 clusters
  Score: Raw -136373.040847 + Penalty 2361.037308 = -134012.003539
  nChanged 1
		SP:Iteration 18Q (72581.000000 sec): 3 clusters
  Score: Raw -136374.379933 + Penalty 2361.037308 = -134013.342626
  nChanged 3
		SP:Iteration 19Q (72581.030000 sec): 3 clusters
  Score: Raw -136376.563756 + Penalty 2361.037308 = -134015.526449
  nChanged 2
		SP:Iteration 20F (72581.070000 sec): 3 clusters
  Score: Raw -136379.277856 + Penalty 2361.037308 = -134018.240548
  nChanged 3
		SP:Iteration 21Q (72581.100000 sec): 3 clusters
  Score: Raw -136383.646081 + Penalty 2361.037308 = -134022.608773
  nChanged 2
		SP:Iteration 22Q (72581.130000 sec): 3 clusters
  Score: Raw -136384.768771 + Penalty 2361.037308 = -134023.731463
  nChanged 2
		SP:Iteration 23Q (72581.170000 sec): 3 clusters
  Score: Raw -136386.531004 + Penalty 2361.037308 = -134025.493696
  nChanged 4
		SP:Iteration 24Q (72581.200000 sec): 3 clusters
  Score: Raw -136390.939152 + Penalty 2361.037308 = -134029.901844
  nChanged 4
		SP:Iteration 25Q (72581.230000 sec): 3 clusters
  Score: Raw -136395.403132 + Penalty 2361.037308 = -134034.365824
  nChanged 5
		SP:Iteration 26Q (72581.260000 sec): 3 clusters
  Score: Raw -136399.947362 + Penalty 2361.037308 = -134038.910055
  nChanged 4
		SP:Iteration 27Q (72581.300000 sec): 3 clusters
  Score: Raw -136402.489750 + Penalty 2361.037308 = -134041.452442
  nChanged 2
		SP:Iteration 28Q (72581.330000 sec): 3 clusters
  Score: Raw -136404.987785 + Penalty 2361.037308 = -134043.950477
  nChanged 1
		SP:Iteration 29Q (72581.360000 sec): 3 clusters
  Score: Raw -136406.175052 + Penalty 2361.037308 = -134045.137744
  nChanged 0
		SP:Iteration 30F (72581.390000 sec): 3 clusters
  Score: Raw -136406.175052 + Penalty 2361.037308 = -134045.137744
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (4316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72581.510000 sec): 2 clusters
  Score: Raw -339428.787260 + Penalty 1360.138703 = -338068.648557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72581.690000 sec): 3 clusters
  Score: Raw -337337.631069 + Penalty 2720.277406 = -334617.353663
  nChanged 1666
		SP:Iteration 1F (72581.870000 sec): 3 clusters
  Score: Raw -338431.355961 + Penalty 2720.277406 = -335711.078555
  nChanged 391
		SP:Iteration 2F (72582.060000 sec): 3 clusters
  Score: Raw -338754.318035 + Penalty 2720.277406 = -336034.040629
  nChanged 319
		SP:Iteration 3F (72582.210000 sec): 3 clusters
  Score: Raw -338996.401630 + Penalty 2720.277406 = -336276.124224
  nChanged 248
		SP:Iteration 4F (72582.390000 sec): 3 clusters
  Score: Raw -339172.168666 + Penalty 2720.277406 = -336451.891260
  nChanged 216
		SP:Iteration 5F (72582.570000 sec): 3 clusters
  Score: Raw -339320.121911 + Penalty 2720.277406 = -336599.844505
  nChanged 168
		SP:Iteration 6Q (72582.740000 sec): 3 clusters
  Score: Raw -339427.499112 + Penalty 2720.277406 = -336707.221706
  nChanged 139
		SP:Iteration 7Q (72582.920000 sec): 3 clusters
  Score: Raw -339515.688438 + Penalty 2720.277406 = -336795.411032
  nChanged 110
		SP:Iteration 8Q (72583.090000 sec): 3 clusters
  Score: Raw -339578.164057 + Penalty 2720.277406 = -336857.886651
  nChanged 91
		SP:Iteration 9Q (72583.270000 sec): 3 clusters
  Score: Raw -339626.592466 + Penalty 2720.277406 = -336906.315060
  nChanged 86
		SP:Iteration 10Q (72583.450000 sec): 3 clusters
  Score: Raw -339669.863936 + Penalty 2720.277406 = -336949.586530
  nChanged 75
		SP:Iteration 11Q (72583.620000 sec): 3 clusters
  Score: Raw -339709.387490 + Penalty 2720.277406 = -336989.110083
  nChanged 64
		SP:Iteration 12Q (72583.800000 sec): 3 clusters
  Score: Raw -339747.945890 + Penalty 2720.277406 = -337027.668483
  nChanged 62
		SP:Iteration 13Q (72583.970000 sec): 3 clusters
  Score: Raw -339786.847788 + Penalty 2720.277406 = -337066.570382
  nChanged 73
		SP:Iteration 14Q (72584.150000 sec): 3 clusters
  Score: Raw -339831.954196 + Penalty 2720.277406 = -337111.676790
  nChanged 69
		SP:Iteration 15Q (72584.310000 sec): 3 clusters
  Score: Raw -339879.799991 + Penalty 2720.277406 = -337159.522585
  nChanged 65
		SP:Iteration 16Q (72584.490000 sec): 3 clusters
  Score: Raw -339916.841625 + Penalty 2720.277406 = -337196.564219
  nChanged 63
		SP:Iteration 17Q (72584.660000 sec): 3 clusters
  Score: Raw -339947.194733 + Penalty 2720.277406 = -337226.917327
  nChanged 44
		SP:Iteration 18Q (72584.840000 sec): 3 clusters
  Score: Raw -339967.830607 + Penalty 2720.277406 = -337247.553201
  nChanged 41
		SP:Iteration 19Q (72585.010000 sec): 3 clusters
  Score: Raw -339986.466521 + Penalty 2720.277406 = -337266.189115
  nChanged 33
		SP:Iteration 20F (72585.190000 sec): 3 clusters
  Score: Raw -340004.398075 + Penalty 2720.277406 = -337284.120669
  nChanged 41
		SP:Iteration 21Q (72585.370000 sec): 3 clusters
  Score: Raw -340025.115619 + Penalty 2720.277406 = -337304.838213
  nChanged 38
		SP:Iteration 22Q (72585.540000 sec): 3 clusters
  Score: Raw -340045.964940 + Penalty 2720.277406 = -337325.687534
  nChanged 43
		SP:Iteration 23Q (72585.650000 sec): 3 clusters
  Score: Raw -340067.801367 + Penalty 2720.277406 = -337347.523961
  nChanged 31
		SP:Iteration 24Q (72585.730000 sec): 3 clusters
  Score: Raw -340077.583409 + Penalty 2720.277406 = -337357.306003
  nChanged 30
		SP:Iteration 25Q (72585.800000 sec): 3 clusters
  Score: Raw -340087.645154 + Penalty 2720.277406 = -337367.367748
  nChanged 24
		SP:Iteration 26Q (72585.870000 sec): 3 clusters
  Score: Raw -340095.185028 + Penalty 2720.277406 = -337374.907622
  nChanged 22
		SP:Iteration 27Q (72585.940000 sec): 3 clusters
  Score: Raw -340101.766334 + Penalty 2720.277406 = -337381.488928
  nChanged 16
		SP:Iteration 28Q (72586.020000 sec): 3 clusters
  Score: Raw -340106.648758 + Penalty 2720.277406 = -337386.371352
  nChanged 15
		SP:Iteration 29Q (72586.090000 sec): 3 clusters
  Score: Raw -340110.816907 + Penalty 2720.277406 = -337390.539501
  nChanged 11
		SP:Iteration 30Q (72586.160000 sec): 3 clusters
  Score: Raw -340114.188150 + Penalty 2720.277406 = -337393.910744
  nChanged 9
		SP:Iteration 31Q (72586.240000 sec): 3 clusters
  Score: Raw -340118.834000 + Penalty 2720.277406 = -337398.556594
  nChanged 7
		SP:Iteration 32Q (72586.310000 sec): 3 clusters
  Score: Raw -340120.381607 + Penalty 2720.277406 = -337400.104201
  nChanged 4
		SP:Iteration 33Q (72586.380000 sec): 3 clusters
  Score: Raw -340121.578189 + Penalty 2720.277406 = -337401.300782
  nChanged 5
		SP:Iteration 34Q (72586.450000 sec): 3 clusters
  Score: Raw -340123.530745 + Penalty 2720.277406 = -337403.253339
  nChanged 11
		SP:Iteration 35Q (72586.530000 sec): 3 clusters
  Score: Raw -340128.304253 + Penalty 2720.277406 = -337408.026847
  nChanged 11
		SP:Iteration 36Q (72586.600000 sec): 3 clusters
  Score: Raw -340131.539613 + Penalty 2720.277406 = -337411.262207
  nChanged 7
		SP:Iteration 37Q (72586.670000 sec): 3 clusters
  Score: Raw -340133.344234 + Penalty 2720.277406 = -337413.066828
  nChanged 4
		SP:Iteration 38Q (72586.750000 sec): 3 clusters
  Score: Raw -340134.313588 + Penalty 2720.277406 = -337414.036182
  nChanged 6
		SP:Iteration 39Q (72586.820000 sec): 3 clusters
  Score: Raw -340135.527675 + Penalty 2720.277406 = -337415.250269
  nChanged 2
		SP:Iteration 40F (72586.890000 sec): 3 clusters
  Score: Raw -340135.817136 + Penalty 2720.277406 = -337415.539729
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (7515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72587.020000 sec): 2 clusters
  Score: Raw -607996.261997 + Penalty 1450.256649 = -606546.005348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72587.220000 sec): 3 clusters
  Score: Raw -603914.906590 + Penalty 2900.513298 = -601014.393291
  nChanged 3253
		SP:Iteration 1F (72587.340000 sec): 3 clusters
  Score: Raw -606181.641716 + Penalty 2900.513298 = -603281.128418
  nChanged 661
		SP:Iteration 2F (72587.460000 sec): 3 clusters
  Score: Raw -606663.682075 + Penalty 2900.513298 = -603763.168777
  nChanged 507
		SP:Iteration 3F (72587.650000 sec): 3 clusters
  Score: Raw -607063.875168 + Penalty 2900.513298 = -604163.361870
  nChanged 446
		SP:Iteration 4F (72587.780000 sec): 3 clusters
  Score: Raw -607407.104501 + Penalty 2900.513298 = -604506.591203
  nChanged 416
		SP:Iteration 5F (72587.910000 sec): 3 clusters
  Score: Raw -607745.535578 + Penalty 2900.513298 = -604845.022279
  nChanged 381
		SP:Iteration 6F (72588.030000 sec): 3 clusters
  Score: Raw -608058.140221 + Penalty 2900.513298 = -605157.626923
  nChanged 300
		SP:Iteration 7Q (72588.160000 sec): 3 clusters
  Score: Raw -608239.259293 + Penalty 2900.513298 = -605338.745994
  nChanged 210
		SP:Iteration 8Q (72588.340000 sec): 3 clusters
  Score: Raw -608342.480638 + Penalty 2900.513298 = -605441.967340
  nChanged 172
		SP:Iteration 9Q (72588.540000 sec): 3 clusters
  Score: Raw -608408.460813 + Penalty 2900.513298 = -605507.947515
  nChanged 121
		SP:Iteration 10Q (72588.730000 sec): 3 clusters
  Score: Raw -608444.301006 + Penalty 2900.513298 = -605543.787708
  nChanged 90
		SP:Iteration 11Q (72588.950000 sec): 3 clusters
  Score: Raw -608469.677391 + Penalty 2900.513298 = -605569.164093
  nChanged 80
		SP:Iteration 12Q (72589.060000 sec): 3 clusters
  Score: Raw -608496.787648 + Penalty 2900.513298 = -605596.274350
  nChanged 77
		SP:Iteration 13Q (72589.250000 sec): 3 clusters
  Score: Raw -608521.927974 + Penalty 2900.513298 = -605621.414676
  nChanged 68
		SP:Iteration 14Q (72589.450000 sec): 3 clusters
  Score: Raw -608543.358255 + Penalty 2900.513298 = -605642.844957
  nChanged 65
		SP:Iteration 15Q (72589.660000 sec): 3 clusters
  Score: Raw -608561.175161 + Penalty 2900.513298 = -605660.661863
  nChanged 58
		SP:Iteration 16Q (72589.860000 sec): 3 clusters
  Score: Raw -608581.269631 + Penalty 2900.513298 = -605680.756333
  nChanged 62
		SP:Iteration 17Q (72590.060000 sec): 3 clusters
  Score: Raw -608607.886274 + Penalty 2900.513298 = -605707.372975
  nChanged 67
		SP:Iteration 18Q (72590.260000 sec): 3 clusters
  Score: Raw -608630.507176 + Penalty 2900.513298 = -605729.993878
  nChanged 54
		SP:Iteration 19Q (72590.450000 sec): 3 clusters
  Score: Raw -608649.079502 + Penalty 2900.513298 = -605748.566204
  nChanged 55
		SP:Iteration 20F (72590.650000 sec): 3 clusters
  Score: Raw -608668.373324 + Penalty 2900.513298 = -605767.860026
  nChanged 61
		SP:Iteration 21Q (72590.850000 sec): 3 clusters
  Score: Raw -608688.631745 + Penalty 2900.513298 = -605788.118447
  nChanged 61
		SP:Iteration 22Q (72591.050000 sec): 3 clusters
  Score: Raw -608706.417394 + Penalty 2900.513298 = -605805.904096
  nChanged 49
		SP:Iteration 23Q (72591.250000 sec): 3 clusters
  Score: Raw -608717.694688 + Penalty 2900.513298 = -605817.181390
  nChanged 38
		SP:Iteration 24Q (72591.450000 sec): 3 clusters
  Score: Raw -608727.290332 + Penalty 2900.513298 = -605826.777034
  nChanged 38
		SP:Iteration 25Q (72591.650000 sec): 3 clusters
  Score: Raw -608737.089659 + Penalty 2900.513298 = -605836.576361
  nChanged 36
		SP:Iteration 26Q (72591.800000 sec): 3 clusters
  Score: Raw -608747.431266 + Penalty 2900.513298 = -605846.917968
  nChanged 31
		SP:Iteration 27Q (72591.930000 sec): 3 clusters
  Score: Raw -608756.824059 + Penalty 2900.513298 = -605856.310760
  nChanged 31
		SP:Iteration 28Q (72592.050000 sec): 3 clusters
  Score: Raw -608764.386092 + Penalty 2900.513298 = -605863.872794
  nChanged 24
		SP:Iteration 29Q (72592.170000 sec): 3 clusters
  Score: Raw -608772.978080 + Penalty 2900.513298 = -605872.464782
  nChanged 36
		SP:Iteration 30Q (72592.370000 sec): 3 clusters
  Score: Raw -608786.522275 + Penalty 2900.513298 = -605886.008977
  nChanged 42
		SP:Iteration 31Q (72592.570000 sec): 3 clusters
  Score: Raw -608800.948864 + Penalty 2900.513298 = -605900.435566
  nChanged 48
		SP:Iteration 32Q (72592.770000 sec): 3 clusters
  Score: Raw -608818.223567 + Penalty 2900.513298 = -605917.710268
  nChanged 40
		SP:Iteration 33Q (72592.970000 sec): 3 clusters
  Score: Raw -608832.406969 + Penalty 2900.513298 = -605931.893671
  nChanged 31
		SP:Iteration 34Q (72593.110000 sec): 3 clusters
  Score: Raw -608842.342422 + Penalty 2900.513298 = -605941.829123
  nChanged 35
		SP:Iteration 35Q (72593.230000 sec): 3 clusters
  Score: Raw -608851.647578 + Penalty 2900.513298 = -605951.134280
  nChanged 28
		SP:Iteration 36Q (72593.350000 sec): 3 clusters
  Score: Raw -608858.982255 + Penalty 2900.513298 = -605958.468957
  nChanged 23
		SP:Iteration 37Q (72593.460000 sec): 3 clusters
  Score: Raw -608865.324771 + Penalty 2900.513298 = -605964.811473
  nChanged 28
		SP:Iteration 38Q (72593.670000 sec): 3 clusters
  Score: Raw -608873.352793 + Penalty 2900.513298 = -605972.839495
  nChanged 33
		SP:Iteration 39Q (72593.870000 sec): 3 clusters
  Score: Raw -608883.576273 + Penalty 2900.513298 = -605983.062975
  nChanged 33
		SP:Iteration 40F (72594.070000 sec): 3 clusters
  Score: Raw -608895.356266 + Penalty 2900.513298 = -605994.842967
  nChanged 28
		SP:Iteration 41Q (72594.270000 sec): 3 clusters
  Score: Raw -608905.217760 + Penalty 2900.513298 = -606004.704462
  nChanged 32
		SP:Iteration 42Q (72594.470000 sec): 3 clusters
  Score: Raw -608914.110583 + Penalty 2900.513298 = -606013.597285
  nChanged 25
		SP:Iteration 43Q (72594.670000 sec): 3 clusters
  Score: Raw -608922.641769 + Penalty 2900.513298 = -606022.128470
  nChanged 28
		SP:Iteration 44Q (72594.880000 sec): 3 clusters
  Score: Raw -608929.236131 + Penalty 2900.513298 = -606028.722833
  nChanged 21
		SP:Iteration 45Q (72595.070000 sec): 3 clusters
  Score: Raw -608934.177195 + Penalty 2900.513298 = -606033.663897
  nChanged 20
		SP:Iteration 46Q (72595.200000 sec): 3 clusters
  Score: Raw -608937.718323 + Penalty 2900.513298 = -606037.205025
  nChanged 15
		SP:Iteration 47Q (72595.320000 sec): 3 clusters
  Score: Raw -608940.540406 + Penalty 2900.513298 = -606040.027107
  nChanged 11
		SP:Iteration 48Q (72595.430000 sec): 3 clusters
  Score: Raw -608943.719153 + Penalty 2900.513298 = -606043.205855
  nChanged 14
		SP:Iteration 49Q (72595.620000 sec): 3 clusters
  Score: Raw -608946.049937 + Penalty 2900.513298 = -606045.536639
  nChanged 11
		SP:Iteration 50Q (72595.830000 sec): 3 clusters
  Score: Raw -608948.116598 + Penalty 2900.513298 = -606047.603300
  nChanged 11
		SP:Iteration 51Q (72595.970000 sec): 3 clusters
  Score: Raw -608950.660365 + Penalty 2900.513298 = -606050.147067
  nChanged 14
		SP:Iteration 52Q (72596.090000 sec): 3 clusters
  Score: Raw -608952.576355 + Penalty 2900.513298 = -606052.063056
  nChanged 4
		SP:Iteration 53Q (72596.220000 sec): 3 clusters
  Score: Raw -608953.555447 + Penalty 2900.513298 = -606053.042149
  nChanged 6
		SP:Iteration 54Q (72596.340000 sec): 3 clusters
  Score: Raw -608954.763652 + Penalty 2900.513298 = -606054.250354
  nChanged 6
		SP:Iteration 55Q (72596.520000 sec): 3 clusters
  Score: Raw -608955.604814 + Penalty 2900.513298 = -606055.091516
  nChanged 2
		SP:Iteration 56Q (72596.720000 sec): 3 clusters
  Score: Raw -608955.864121 + Penalty 2900.513298 = -606055.350823
  nChanged 3
		SP:Iteration 57Q (72596.920000 sec): 3 clusters
  Score: Raw -608956.606143 + Penalty 2900.513298 = -606056.092844
  nChanged 4
		SP:Iteration 58Q (72597.120000 sec): 3 clusters
  Score: Raw -608957.338557 + Penalty 2900.513298 = -606056.825259
  nChanged 1
		SP:Iteration 59Q (72597.320000 sec): 3 clusters
  Score: Raw -608957.421687 + Penalty 2900.513298 = -606056.908389
  nChanged 2
		SP:Iteration 60F (72597.520000 sec): 3 clusters
  Score: Raw -608957.821525 + Penalty 2900.513298 = -606057.308227
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (11917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72597.680000 sec): 2 clusters
  Score: Raw -1026072.862333 + Penalty 1525.179700 = -1024547.682633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72597.910000 sec): 3 clusters
  Score: Raw -1019212.937766 + Penalty 3050.359400 = -1016162.578366
  nChanged 5274
		SP:Iteration 1F (72598.160000 sec): 3 clusters
  Score: Raw -1022564.240057 + Penalty 3050.359400 = -1019513.880657
  nChanged 980
		SP:Iteration 2F (72598.410000 sec): 3 clusters
  Score: Raw -1023391.815306 + Penalty 3050.359400 = -1020341.455906
  nChanged 981
		SP:Iteration 3F (72598.670000 sec): 3 clusters
  Score: Raw -1024288.521512 + Penalty 3050.359400 = -1021238.162112
  nChanged 949
		SP:Iteration 4F (72598.920000 sec): 3 clusters
  Score: Raw -1025123.308256 + Penalty 3050.359400 = -1022072.948856
  nChanged 792
		SP:Iteration 5F (72599.170000 sec): 3 clusters
  Score: Raw -1025728.128812 + Penalty 3050.359400 = -1022677.769412
  nChanged 603
		SP:Iteration 6F (72599.380000 sec): 3 clusters
  Score: Raw -1026096.507557 + Penalty 3050.359400 = -1023046.148157
  nChanged 462
		SP:Iteration 7Q (72599.590000 sec): 3 clusters
  Score: Raw -1026327.298792 + Penalty 3050.359400 = -1023276.939392
  nChanged 334
		SP:Iteration 8Q (72599.850000 sec): 3 clusters
  Score: Raw -1026464.511576 + Penalty 3050.359400 = -1023414.152176
  nChanged 253
		SP:Iteration 9Q (72600.010000 sec): 3 clusters
  Score: Raw -1026551.608982 + Penalty 3050.359400 = -1023501.249582
  nChanged 186
		SP:Iteration 10Q (72600.210000 sec): 3 clusters
  Score: Raw -1026612.235730 + Penalty 3050.359400 = -1023561.876330
  nChanged 166
		SP:Iteration 11Q (72600.460000 sec): 3 clusters
  Score: Raw -1026656.491804 + Penalty 3050.359400 = -1023606.132404
  nChanged 128
		SP:Iteration 12Q (72600.710000 sec): 3 clusters
  Score: Raw -1026692.457110 + Penalty 3050.359400 = -1023642.097710
  nChanged 117
		SP:Iteration 13Q (72600.960000 sec): 3 clusters
  Score: Raw -1026730.827879 + Penalty 3050.359400 = -1023680.468479
  nChanged 115
		SP:Iteration 14Q (72601.220000 sec): 3 clusters
  Score: Raw -1026782.742934 + Penalty 3050.359400 = -1023732.383534
  nChanged 124
		SP:Iteration 15Q (72601.380000 sec): 3 clusters
  Score: Raw -1026847.760694 + Penalty 3050.359400 = -1023797.401294
  nChanged 119
		SP:Iteration 16Q (72601.640000 sec): 3 clusters
  Score: Raw -1026888.130767 + Penalty 3050.359400 = -1023837.771367
  nChanged 91
		SP:Iteration 17Q (72601.900000 sec): 3 clusters
  Score: Raw -1026906.189849 + Penalty 3050.359400 = -1023855.830449
  nChanged 66
		SP:Iteration 18Q (72602.150000 sec): 3 clusters
  Score: Raw -1026917.988868 + Penalty 3050.359400 = -1023867.629468
  nChanged 62
		SP:Iteration 19Q (72602.400000 sec): 3 clusters
  Score: Raw -1026930.863788 + Penalty 3050.359400 = -1023880.504388
  nChanged 50
		SP:Iteration 20F (72602.600000 sec): 3 clusters
  Score: Raw -1026942.364718 + Penalty 3050.359400 = -1023892.005318
  nChanged 56
		SP:Iteration 21Q (72602.780000 sec): 3 clusters
  Score: Raw -1026951.352113 + Penalty 3050.359400 = -1023900.992713
  nChanged 53
		SP:Iteration 22Q (72603.080000 sec): 3 clusters
  Score: Raw -1026959.424840 + Penalty 3050.359400 = -1023909.065440
  nChanged 50
		SP:Iteration 23Q (72603.250000 sec): 3 clusters
  Score: Raw -1026965.891342 + Penalty 3050.359400 = -1023915.531942
  nChanged 45
		SP:Iteration 24Q (72603.500000 sec): 3 clusters
  Score: Raw -1026972.024554 + Penalty 3050.359400 = -1023921.665154
  nChanged 37
		SP:Iteration 25Q (72603.750000 sec): 3 clusters
  Score: Raw -1026977.932848 + Penalty 3050.359400 = -1023927.573448
  nChanged 37
		SP:Iteration 26Q (72604.050000 sec): 3 clusters
  Score: Raw -1026983.904299 + Penalty 3050.359400 = -1023933.544898
  nChanged 44
		SP:Iteration 27Q (72604.270000 sec): 3 clusters
  Score: Raw -1026990.635052 + Penalty 3050.359400 = -1023940.275652
  nChanged 38
		SP:Iteration 28Q (72604.520000 sec): 3 clusters
  Score: Raw -1026996.166443 + Penalty 3050.359400 = -1023945.807043
  nChanged 31
		SP:Iteration 29Q (72604.770000 sec): 3 clusters
  Score: Raw -1027000.117999 + Penalty 3050.359400 = -1023949.758599
  nChanged 28
		SP:Iteration 30Q (72605.030000 sec): 3 clusters
  Score: Raw -1027003.629586 + Penalty 3050.359400 = -1023953.270186
  nChanged 24
		SP:Iteration 31Q (72605.280000 sec): 3 clusters
  Score: Raw -1027006.638859 + Penalty 3050.359400 = -1023956.279458
  nChanged 27
		SP:Iteration 32Q (72605.500000 sec): 3 clusters
  Score: Raw -1027010.690337 + Penalty 3050.359400 = -1023960.330937
  nChanged 29
		SP:Iteration 33Q (72605.720000 sec): 3 clusters
  Score: Raw -1027014.514545 + Penalty 3050.359400 = -1023964.155145
  nChanged 22
		SP:Iteration 34Q (72605.890000 sec): 3 clusters
  Score: Raw -1027017.137013 + Penalty 3050.359400 = -1023966.777613
  nChanged 17
		SP:Iteration 35Q (72606.080000 sec): 3 clusters
  Score: Raw -1027018.914628 + Penalty 3050.359400 = -1023968.555228
  nChanged 14
		SP:Iteration 36Q (72606.330000 sec): 3 clusters
  Score: Raw -1027020.511245 + Penalty 3050.359400 = -1023970.151845
  nChanged 18
		SP:Iteration 37Q (72606.570000 sec): 3 clusters
  Score: Raw -1027022.261029 + Penalty 3050.359400 = -1023971.901629
  nChanged 13
		SP:Iteration 38Q (72606.830000 sec): 3 clusters
  Score: Raw -1027023.114040 + Penalty 3050.359400 = -1023972.754640
  nChanged 10
		SP:Iteration 39Q (72607.080000 sec): 3 clusters
  Score: Raw -1027024.066660 + Penalty 3050.359400 = -1023973.707260
  nChanged 12
		SP:Iteration 40F (72607.330000 sec): 3 clusters
  Score: Raw -1027025.424979 + Penalty 3050.359400 = -1023975.065579
  nChanged 7
		SP:Iteration 41Q (72607.550000 sec): 3 clusters
  Score: Raw -1027026.581992 + Penalty 3050.359400 = -1023976.222592
  nChanged 10
		SP:Iteration 42Q (72607.810000 sec): 3 clusters
  Score: Raw -1027027.582971 + Penalty 3050.359400 = -1023977.223571
  nChanged 7
		SP:Iteration 43Q (72608.140000 sec): 3 clusters
  Score: Raw -1027028.259780 + Penalty 3050.359400 = -1023977.900380
  nChanged 8
		SP:Iteration 44Q (72608.390000 sec): 3 clusters
  Score: Raw -1027029.267558 + Penalty 3050.359400 = -1023978.908158
  nChanged 10
		SP:Iteration 45Q (72608.610000 sec): 3 clusters
  Score: Raw -1027030.344425 + Penalty 3050.359400 = -1023979.985025
  nChanged 15
		SP:Iteration 46Q (72608.860000 sec): 3 clusters
  Score: Raw -1027031.727664 + Penalty 3050.359400 = -1023981.368264
  nChanged 8
		SP:Iteration 47Q (72609.070000 sec): 3 clusters
  Score: Raw -1027032.420117 + Penalty 3050.359400 = -1023982.060717
  nChanged 7
		SP:Iteration 48Q (72609.310000 sec): 3 clusters
  Score: Raw -1027033.060657 + Penalty 3050.359400 = -1023982.701257
  nChanged 8
		SP:Iteration 49Q (72609.560000 sec): 3 clusters
  Score: Raw -1027033.831428 + Penalty 3050.359400 = -1023983.472028
  nChanged 6
		SP:Iteration 50Q (72609.850000 sec): 3 clusters
  Score: Raw -1027034.319450 + Penalty 3050.359400 = -1023983.960049
  nChanged 2
		SP:Iteration 51Q (72610.070000 sec): 3 clusters
  Score: Raw -1027034.448081 + Penalty 3050.359400 = -1023984.088681
  nChanged 2
		SP:Iteration 52Q (72610.320000 sec): 3 clusters
  Score: Raw -1027034.561912 + Penalty 3050.359400 = -1023984.202512
  nChanged 2
		SP:Iteration 53Q (72610.570000 sec): 3 clusters
  Score: Raw -1027034.810129 + Penalty 3050.359400 = -1023984.450729
  nChanged 4
		SP:Iteration 54Q (72610.830000 sec): 3 clusters
  Score: Raw -1027035.226258 + Penalty 3050.359400 = -1023984.866858
  nChanged 1
		SP:Iteration 55Q (72611.040000 sec): 3 clusters
  Score: Raw -1027035.367376 + Penalty 3050.359400 = -1023985.007976
  nChanged 0
		SP:Iteration 56F (72611.290000 sec): 3 clusters
  Score: Raw -1027035.367376 + Penalty 3050.359400 = -1023985.007976
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (5102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72611.400000 sec): 2 clusters
  Score: Raw -489067.010028 + Penalty 1387.325534 = -487679.684494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72611.610000 sec): 3 clusters
  Score: Raw -486382.401454 + Penalty 2774.651067 = -483607.750387
  nChanged 2115
		SP:Iteration 1F (72611.790000 sec): 3 clusters
  Score: Raw -487556.482694 + Penalty 2774.651067 = -484781.831627
  nChanged 364
		SP:Iteration 2F (72611.960000 sec): 3 clusters
  Score: Raw -487748.351052 + Penalty 2774.651067 = -484973.699985
  nChanged 243
		SP:Iteration 3Q (72612.140000 sec): 3 clusters
  Score: Raw -487870.231922 + Penalty 2774.651067 = -485095.580855
  nChanged 198
		SP:Iteration 4Q (72612.310000 sec): 3 clusters
  Score: Raw -487950.857802 + Penalty 2774.651067 = -485176.206735
  nChanged 160
		SP:Iteration 5Q (72612.490000 sec): 3 clusters
  Score: Raw -488023.492516 + Penalty 2774.651067 = -485248.841449
  nChanged 149
		SP:Iteration 6Q (72612.660000 sec): 3 clusters
  Score: Raw -488088.148558 + Penalty 2774.651067 = -485313.497491
  nChanged 121
		SP:Iteration 7Q (72612.830000 sec): 3 clusters
  Score: Raw -488136.102721 + Penalty 2774.651067 = -485361.451654
  nChanged 127
		SP:Iteration 8Q (72613.010000 sec): 3 clusters
  Score: Raw -488184.169396 + Penalty 2774.651067 = -485409.518329
  nChanged 128
		SP:Iteration 9Q (72613.190000 sec): 3 clusters
  Score: Raw -488236.102466 + Penalty 2774.651067 = -485461.451399
  nChanged 96
		SP:Iteration 10Q (72613.360000 sec): 3 clusters
  Score: Raw -488268.950406 + Penalty 2774.651067 = -485494.299339
  nChanged 76
		SP:Iteration 11Q (72613.530000 sec): 3 clusters
  Score: Raw -488294.914077 + Penalty 2774.651067 = -485520.263010
  nChanged 80
		SP:Iteration 12Q (72613.710000 sec): 3 clusters
  Score: Raw -488318.248149 + Penalty 2774.651067 = -485543.597082
  nChanged 67
		SP:Iteration 13Q (72613.880000 sec): 3 clusters
  Score: Raw -488338.771868 + Penalty 2774.651067 = -485564.120801
  nChanged 58
		SP:Iteration 14Q (72614.060000 sec): 3 clusters
  Score: Raw -488356.409591 + Penalty 2774.651067 = -485581.758524
  nChanged 64
		SP:Iteration 15Q (72614.230000 sec): 3 clusters
  Score: Raw -488376.707176 + Penalty 2774.651067 = -485602.056109
  nChanged 62
		SP:Iteration 16Q (72614.410000 sec): 3 clusters
  Score: Raw -488397.498518 + Penalty 2774.651067 = -485622.847450
  nChanged 72
		SP:Iteration 17Q (72614.580000 sec): 3 clusters
  Score: Raw -488427.410957 + Penalty 2774.651067 = -485652.759890
  nChanged 72
		SP:Iteration 18Q (72614.750000 sec): 3 clusters
  Score: Raw -488456.424575 + Penalty 2774.651067 = -485681.773508
  nChanged 67
		SP:Iteration 19Q (72614.930000 sec): 3 clusters
  Score: Raw -488480.398424 + Penalty 2774.651067 = -485705.747357
  nChanged 73
		SP:Iteration 20F (72615.100000 sec): 3 clusters
  Score: Raw -488504.675795 + Penalty 2774.651067 = -485730.024728
  nChanged 56
		SP:Iteration 21Q (72615.280000 sec): 3 clusters
  Score: Raw -488522.552314 + Penalty 2774.651067 = -485747.901247
  nChanged 60
		SP:Iteration 22Q (72615.450000 sec): 3 clusters
  Score: Raw -488541.827789 + Penalty 2774.651067 = -485767.176722
  nChanged 81
		SP:Iteration 23Q (72615.630000 sec): 3 clusters
  Score: Raw -488570.047825 + Penalty 2774.651067 = -485795.396758
  nChanged 82
		SP:Iteration 24Q (72615.800000 sec): 3 clusters
  Score: Raw -488602.969381 + Penalty 2774.651067 = -485828.318314
  nChanged 84
		SP:Iteration 25Q (72615.970000 sec): 3 clusters
  Score: Raw -488634.223353 + Penalty 2774.651067 = -485859.572286
  nChanged 79
		SP:Iteration 26Q (72616.150000 sec): 3 clusters
  Score: Raw -488662.646458 + Penalty 2774.651067 = -485887.995391
  nChanged 61
		SP:Iteration 27Q (72616.330000 sec): 3 clusters
  Score: Raw -488686.868953 + Penalty 2774.651067 = -485912.217886
  nChanged 61
		SP:Iteration 28Q (72616.500000 sec): 3 clusters
  Score: Raw -488709.960542 + Penalty 2774.651067 = -485935.309475
  nChanged 60
		SP:Iteration 29Q (72616.670000 sec): 3 clusters
  Score: Raw -488735.229350 + Penalty 2774.651067 = -485960.578283
  nChanged 59
		SP:Iteration 30Q (72616.850000 sec): 3 clusters
  Score: Raw -488759.735960 + Penalty 2774.651067 = -485985.084892
  nChanged 65
		SP:Iteration 31Q (72617.020000 sec): 3 clusters
  Score: Raw -488789.827195 + Penalty 2774.651067 = -486015.176128
  nChanged 75
		SP:Iteration 32Q (72617.200000 sec): 3 clusters
  Score: Raw -488827.573802 + Penalty 2774.651067 = -486052.922735
  nChanged 71
		SP:Iteration 33Q (72617.370000 sec): 3 clusters
  Score: Raw -488857.844126 + Penalty 2774.651067 = -486083.193059
  nChanged 50
		SP:Iteration 34Q (72617.550000 sec): 3 clusters
  Score: Raw -488879.485911 + Penalty 2774.651067 = -486104.834844
  nChanged 37
		SP:Iteration 35Q (72617.720000 sec): 3 clusters
  Score: Raw -488898.481531 + Penalty 2774.651067 = -486123.830464
  nChanged 44
		SP:Iteration 36Q (72617.890000 sec): 3 clusters
  Score: Raw -488917.951009 + Penalty 2774.651067 = -486143.299942
  nChanged 41
		SP:Iteration 37Q (72618.070000 sec): 3 clusters
  Score: Raw -488936.777231 + Penalty 2774.651067 = -486162.126164
  nChanged 41
		SP:Iteration 38Q (72618.240000 sec): 3 clusters
  Score: Raw -488957.767092 + Penalty 2774.651067 = -486183.116025
  nChanged 33
		SP:Iteration 39Q (72618.420000 sec): 3 clusters
  Score: Raw -488974.186765 + Penalty 2774.651067 = -486199.535698
  nChanged 31
		SP:Iteration 40F (72618.590000 sec): 3 clusters
  Score: Raw -488990.083823 + Penalty 2774.651067 = -486215.432756
  nChanged 34
		SP:Iteration 41Q (72618.770000 sec): 3 clusters
  Score: Raw -489007.580125 + Penalty 2774.651067 = -486232.929058
  nChanged 36
		SP:Iteration 42Q (72618.940000 sec): 3 clusters
  Score: Raw -489025.983905 + Penalty 2774.651067 = -486251.332838
  nChanged 40
		SP:Iteration 43Q (72619.110000 sec): 3 clusters
  Score: Raw -489046.196271 + Penalty 2774.651067 = -486271.545204
  nChanged 33
		SP:Iteration 44Q (72619.290000 sec): 3 clusters
  Score: Raw -489063.412496 + Penalty 2774.651067 = -486288.761429
  nChanged 32
		SP:Iteration 45Q (72619.470000 sec): 3 clusters
  Score: Raw -489080.122342 + Penalty 2774.651067 = -486305.471275
  nChanged 23
		SP:Iteration 46Q (72619.640000 sec): 3 clusters
  Score: Raw -489090.680522 + Penalty 2774.651067 = -486316.029455
  nChanged 19
		SP:Iteration 47Q (72619.810000 sec): 3 clusters
  Score: Raw -489101.564471 + Penalty 2774.651067 = -486326.913404
  nChanged 21
		SP:Iteration 48Q (72619.990000 sec): 3 clusters
  Score: Raw -489111.972685 + Penalty 2774.651067 = -486337.321617
  nChanged 14
		SP:Iteration 49Q (72620.160000 sec): 3 clusters
  Score: Raw -489119.879706 + Penalty 2774.651067 = -486345.228639
  nChanged 13
		SP:Iteration 50Q (72620.340000 sec): 3 clusters
  Score: Raw -489125.335328 + Penalty 2774.651067 = -486350.684261
  nChanged 12
		SP:Iteration 51Q (72620.510000 sec): 3 clusters
  Score: Raw -489130.663075 + Penalty 2774.651067 = -486356.012008
  nChanged 10
		SP:Iteration 52Q (72620.690000 sec): 3 clusters
  Score: Raw -489135.784478 + Penalty 2774.651067 = -486361.133411
  nChanged 8
		SP:Iteration 53Q (72620.860000 sec): 3 clusters
  Score: Raw -489138.439394 + Penalty 2774.651067 = -486363.788327
  nChanged 4
		SP:Iteration 54Q (72621.040000 sec): 3 clusters
  Score: Raw -489140.522875 + Penalty 2774.651067 = -486365.871808
  nChanged 5
		SP:Iteration 55Q (72621.210000 sec): 3 clusters
  Score: Raw -489143.351714 + Penalty 2774.651067 = -486368.700647
  nChanged 3
		SP:Iteration 56Q (72621.390000 sec): 3 clusters
  Score: Raw -489144.073421 + Penalty 2774.651067 = -486369.422354
  nChanged 3
		SP:Iteration 57Q (72621.560000 sec): 3 clusters
  Score: Raw -489145.311495 + Penalty 2774.651067 = -486370.660428
  nChanged 4
		SP:Iteration 58Q (72621.730000 sec): 3 clusters
  Score: Raw -489146.613794 + Penalty 2774.651067 = -486371.962727
  nChanged 5
		SP:Iteration 59Q (72621.910000 sec): 3 clusters
  Score: Raw -489149.424435 + Penalty 2774.651067 = -486374.773368
  nChanged 6
		SP:Iteration 60F (72622.080000 sec): 3 clusters
  Score: Raw -489151.620324 + Penalty 2774.651067 = -486376.969256
  nChanged 3
		SP:Iteration 61Q (72622.260000 sec): 3 clusters
  Score: Raw -489152.900273 + Penalty 2774.651067 = -486378.249206
  nChanged 2
		SP:Iteration 62Q (72622.430000 sec): 3 clusters
  Score: Raw -489154.117710 + Penalty 2774.651067 = -486379.466643
  nChanged 5
		SP:Iteration 63Q (72622.610000 sec): 3 clusters
  Score: Raw -489157.099452 + Penalty 2774.651067 = -486382.448385
  nChanged 4
		SP:Iteration 64Q (72622.780000 sec): 3 clusters
  Score: Raw -489159.206222 + Penalty 2774.651067 = -486384.555155
  nChanged 4
		SP:Iteration 65Q (72622.960000 sec): 3 clusters
  Score: Raw -489160.946239 + Penalty 2774.651067 = -486386.295172
  nChanged 4
		SP:Iteration 66Q (72623.130000 sec): 3 clusters
  Score: Raw -489162.304368 + Penalty 2774.651067 = -486387.653301
  nChanged 1
		SP:Iteration 67Q (72623.310000 sec): 3 clusters
  Score: Raw -489163.234324 + Penalty 2774.651067 = -486388.583257
  nChanged 3
		SP:Iteration 68Q (72623.480000 sec): 3 clusters
  Score: Raw -489165.188839 + Penalty 2774.651067 = -486390.537772
  nChanged 5
		SP:Iteration 69Q (72623.650000 sec): 3 clusters
  Score: Raw -489167.097833 + Penalty 2774.651067 = -486392.446766
  nChanged 2
		SP:Iteration 70Q (72623.830000 sec): 3 clusters
  Score: Raw -489168.454061 + Penalty 2774.651067 = -486393.802994
  nChanged 5
		SP:Iteration 71Q (72624.010000 sec): 3 clusters
  Score: Raw -489172.099102 + Penalty 2774.651067 = -486397.448035
  nChanged 7
		SP:Iteration 72Q (72624.180000 sec): 3 clusters
  Score: Raw -489177.222026 + Penalty 2774.651067 = -486402.570959
  nChanged 10
		SP:Iteration 73Q (72624.350000 sec): 3 clusters
  Score: Raw -489183.530418 + Penalty 2774.651067 = -486408.879351
  nChanged 8
		SP:Iteration 74Q (72624.530000 sec): 3 clusters
  Score: Raw -489189.098761 + Penalty 2774.651067 = -486414.447694
  nChanged 12
		SP:Iteration 75Q (72624.700000 sec): 3 clusters
  Score: Raw -489194.822237 + Penalty 2774.651067 = -486420.171170
  nChanged 9
		SP:Iteration 76Q (72624.880000 sec): 3 clusters
  Score: Raw -489199.195755 + Penalty 2774.651067 = -486424.544688
  nChanged 4
		SP:Iteration 77Q (72625.050000 sec): 3 clusters
  Score: Raw -489200.909245 + Penalty 2774.651067 = -486426.258178
  nChanged 6
		SP:Iteration 78Q (72625.230000 sec): 3 clusters
  Score: Raw -489203.137354 + Penalty 2774.651067 = -486428.486287
  nChanged 3
		SP:Iteration 79Q (72625.400000 sec): 3 clusters
  Score: Raw -489204.226453 + Penalty 2774.651067 = -486429.575386
  nChanged 0
		SP:Iteration 80F (72625.580000 sec): 3 clusters
  Score: Raw -489204.226453 + Penalty 2774.651067 = -486429.575386
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (8634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72625.700000 sec): 2 clusters
  Score: Raw -818278.508025 + Penalty 1472.812766 = -816805.695259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72625.890000 sec): 3 clusters
  Score: Raw -813465.185504 + Penalty 2945.625532 = -810519.559972
  nChanged 3708
		SP:Iteration 1F (72626.080000 sec): 3 clusters
  Score: Raw -815541.298117 + Penalty 2945.625532 = -812595.672584
  nChanged 631
		SP:Iteration 2F (72626.280000 sec): 3 clusters
  Score: Raw -815865.533355 + Penalty 2945.625532 = -812919.907823
  nChanged 491
		SP:Iteration 3F (72626.470000 sec): 3 clusters
  Score: Raw -816103.512816 + Penalty 2945.625532 = -813157.887284
  nChanged 405
		SP:Iteration 4Q (72626.660000 sec): 3 clusters
  Score: Raw -816323.418514 + Penalty 2945.625532 = -813377.792982
  nChanged 444
		SP:Iteration 5F (72626.860000 sec): 3 clusters
  Score: Raw -816568.655859 + Penalty 2945.625532 = -813623.030327
  nChanged 453
		SP:Iteration 6F (72627.050000 sec): 3 clusters
  Score: Raw -816830.732582 + Penalty 2945.625532 = -813885.107050
  nChanged 439
		SP:Iteration 7F (72627.250000 sec): 3 clusters
  Score: Raw -817120.549797 + Penalty 2945.625532 = -814174.924265
  nChanged 399
		SP:Iteration 8Q (72627.440000 sec): 3 clusters
  Score: Raw -817397.354937 + Penalty 2945.625532 = -814451.729405
  nChanged 354
		SP:Iteration 9Q (72627.630000 sec): 3 clusters
  Score: Raw -817649.733319 + Penalty 2945.625532 = -814704.107786
  nChanged 298
		SP:Iteration 10Q (72627.820000 sec): 3 clusters
  Score: Raw -817870.872807 + Penalty 2945.625532 = -814925.247275
  nChanged 198
		SP:Iteration 11Q (72628.020000 sec): 3 clusters
  Score: Raw -818005.477372 + Penalty 2945.625532 = -815059.851839
  nChanged 145
		SP:Iteration 12Q (72628.210000 sec): 3 clusters
  Score: Raw -818102.641936 + Penalty 2945.625532 = -815157.016404
  nChanged 125
		SP:Iteration 13Q (72628.450000 sec): 3 clusters
  Score: Raw -818203.355507 + Penalty 2945.625532 = -815257.729975
  nChanged 100
		SP:Iteration 14Q (72628.600000 sec): 3 clusters
  Score: Raw -818287.417069 + Penalty 2945.625532 = -815341.791536
  nChanged 69
		SP:Iteration 15Q (72628.790000 sec): 3 clusters
  Score: Raw -818350.159143 + Penalty 2945.625532 = -815404.533610
  nChanged 40
		SP:Iteration 16Q (72628.980000 sec): 3 clusters
  Score: Raw -818379.494277 + Penalty 2945.625532 = -815433.868745
  nChanged 29
		SP:Iteration 17Q (72629.180000 sec): 3 clusters
  Score: Raw -818401.794115 + Penalty 2945.625532 = -815456.168583
  nChanged 18
		SP:Iteration 18Q (72629.360000 sec): 3 clusters
  Score: Raw -818414.149559 + Penalty 2945.625532 = -815468.524027
  nChanged 21
		SP:Iteration 19Q (72629.550000 sec): 3 clusters
  Score: Raw -818429.930089 + Penalty 2945.625532 = -815484.304557
  nChanged 16
		SP:Iteration 20F (72629.840000 sec): 3 clusters
  Score: Raw -818441.261422 + Penalty 2945.625532 = -815495.635890
  nChanged 12
		SP:Iteration 21Q (72630.040000 sec): 3 clusters
  Score: Raw -818455.716858 + Penalty 2945.625532 = -815510.091326
  nChanged 13
		SP:Iteration 22Q (72630.220000 sec): 3 clusters
  Score: Raw -818465.473429 + Penalty 2945.625532 = -815519.847897
  nChanged 13
		SP:Iteration 23Q (72630.420000 sec): 3 clusters
  Score: Raw -818476.557402 + Penalty 2945.625532 = -815530.931870
  nChanged 7
		SP:Iteration 24Q (72630.610000 sec): 3 clusters
  Score: Raw -818480.642172 + Penalty 2945.625532 = -815535.016640
  nChanged 3
		SP:Iteration 25Q (72630.800000 sec): 3 clusters
  Score: Raw -818482.769932 + Penalty 2945.625532 = -815537.144399
  nChanged 2
		SP:Iteration 26Q (72631.000000 sec): 3 clusters
  Score: Raw -818483.726926 + Penalty 2945.625532 = -815538.101394
  nChanged 2
		SP:Iteration 27Q (72631.190000 sec): 3 clusters
  Score: Raw -818485.541254 + Penalty 2945.625532 = -815539.915722
  nChanged 2
		SP:Iteration 28Q (72631.380000 sec): 3 clusters
  Score: Raw -818486.240747 + Penalty 2945.625532 = -815540.615215
  nChanged 0
		SP:Iteration 29F (72631.580000 sec): 3 clusters
  Score: Raw -818486.240747 + Penalty 2945.625532 = -815540.615215
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (3901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72631.670000 sec): 2 clusters
  Score: Raw -261403.878132 + Penalty 1343.710584 = -260060.167548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72631.850000 sec): 3 clusters
  Score: Raw -259566.087105 + Penalty 2687.421168 = -256878.665937
  nChanged 1540
		SP:Iteration 1F (72632.020000 sec): 3 clusters
  Score: Raw -260676.521205 + Penalty 2687.421168 = -257989.100037
  nChanged 369
		SP:Iteration 2F (72632.200000 sec): 3 clusters
  Score: Raw -261115.472591 + Penalty 2687.421168 = -258428.051423
  nChanged 286
		SP:Iteration 3F (72632.380000 sec): 3 clusters
  Score: Raw -261397.907078 + Penalty 2687.421168 = -258710.485910
  nChanged 242
		SP:Iteration 4F (72632.550000 sec): 3 clusters
  Score: Raw -261635.587386 + Penalty 2687.421168 = -258948.166218
  nChanged 197
		SP:Iteration 5F (72632.720000 sec): 3 clusters
  Score: Raw -261790.962925 + Penalty 2687.421168 = -259103.541757
  nChanged 160
		SP:Iteration 6Q (72632.900000 sec): 3 clusters
  Score: Raw -261882.253579 + Penalty 2687.421168 = -259194.832411
  nChanged 110
		SP:Iteration 7Q (72633.080000 sec): 3 clusters
  Score: Raw -261937.840907 + Penalty 2687.421168 = -259250.419739
  nChanged 90
		SP:Iteration 8Q (72633.250000 sec): 3 clusters
  Score: Raw -261989.827251 + Penalty 2687.421168 = -259302.406083
  nChanged 77
		SP:Iteration 9Q (72633.430000 sec): 3 clusters
  Score: Raw -262033.463609 + Penalty 2687.421168 = -259346.042441
  nChanged 58
		SP:Iteration 10Q (72633.600000 sec): 3 clusters
  Score: Raw -262059.592292 + Penalty 2687.421168 = -259372.171124
  nChanged 42
		SP:Iteration 11Q (72633.780000 sec): 3 clusters
  Score: Raw -262077.332260 + Penalty 2687.421168 = -259389.911091
  nChanged 35
		SP:Iteration 12Q (72633.960000 sec): 3 clusters
  Score: Raw -262092.057803 + Penalty 2687.421168 = -259404.636635
  nChanged 28
		SP:Iteration 13Q (72634.130000 sec): 3 clusters
  Score: Raw -262103.325552 + Penalty 2687.421168 = -259415.904384
  nChanged 27
		SP:Iteration 14Q (72634.310000 sec): 3 clusters
  Score: Raw -262113.045321 + Penalty 2687.421168 = -259425.624153
  nChanged 22
		SP:Iteration 15Q (72634.480000 sec): 3 clusters
  Score: Raw -262120.748056 + Penalty 2687.421168 = -259433.326888
  nChanged 28
		SP:Iteration 16Q (72634.650000 sec): 3 clusters
  Score: Raw -262129.280998 + Penalty 2687.421168 = -259441.859830
  nChanged 22
		SP:Iteration 17Q (72634.810000 sec): 3 clusters
  Score: Raw -262138.420467 + Penalty 2687.421168 = -259450.999299
  nChanged 23
		SP:Iteration 18Q (72634.980000 sec): 3 clusters
  Score: Raw -262148.334577 + Penalty 2687.421168 = -259460.913409
  nChanged 24
		SP:Iteration 19Q (72635.140000 sec): 3 clusters
  Score: Raw -262156.835640 + Penalty 2687.421168 = -259469.414472
  nChanged 17
		SP:Iteration 20F (72635.300000 sec): 3 clusters
  Score: Raw -262163.426717 + Penalty 2687.421168 = -259476.005549
  nChanged 13
		SP:Iteration 21Q (72635.460000 sec): 3 clusters
  Score: Raw -262165.896105 + Penalty 2687.421168 = -259478.474937
  nChanged 8
		SP:Iteration 22Q (72635.630000 sec): 3 clusters
  Score: Raw -262168.793702 + Penalty 2687.421168 = -259481.372534
  nChanged 7
		SP:Iteration 23Q (72635.790000 sec): 3 clusters
  Score: Raw -262170.283616 + Penalty 2687.421168 = -259482.862448
  nChanged 5
		SP:Iteration 24Q (72635.960000 sec): 3 clusters
  Score: Raw -262171.268705 + Penalty 2687.421168 = -259483.847537
  nChanged 1
		SP:Iteration 25Q (72636.120000 sec): 3 clusters
  Score: Raw -262171.369101 + Penalty 2687.421168 = -259483.947933
  nChanged 0
		SP:Iteration 26F (72636.290000 sec): 3 clusters
  Score: Raw -262171.369101 + Penalty 2687.421168 = -259483.947933
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72636.390000 sec): 2 clusters
  Score: Raw -333792.377438 + Penalty 1342.833445 = -332449.543992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72636.550000 sec): 3 clusters
  Score: Raw -331852.189744 + Penalty 2685.666891 = -329166.522854
  nChanged 1541
		SP:Iteration 1F (72636.720000 sec): 3 clusters
  Score: Raw -332881.836995 + Penalty 2685.666891 = -330196.170104
  nChanged 410
		SP:Iteration 2F (72636.880000 sec): 3 clusters
  Score: Raw -333255.640597 + Penalty 2685.666891 = -330569.973707
  nChanged 330
		SP:Iteration 3F (72637.050000 sec): 3 clusters
  Score: Raw -333561.193537 + Penalty 2685.666891 = -330875.526646
  nChanged 240
		SP:Iteration 4F (72637.170000 sec): 3 clusters
  Score: Raw -333759.569096 + Penalty 2685.666891 = -331073.902205
  nChanged 178
		SP:Iteration 5Q (72637.240000 sec): 3 clusters
  Score: Raw -333909.471438 + Penalty 2685.666891 = -331223.804547
  nChanged 163
		SP:Iteration 6Q (72637.320000 sec): 3 clusters
  Score: Raw -334035.756478 + Penalty 2685.666891 = -331350.089587
  nChanged 128
		SP:Iteration 7Q (72637.390000 sec): 3 clusters
  Score: Raw -334117.823114 + Penalty 2685.666891 = -331432.156224
  nChanged 114
		SP:Iteration 8Q (72637.470000 sec): 3 clusters
  Score: Raw -334176.755683 + Penalty 2685.666891 = -331491.088792
  nChanged 63
		SP:Iteration 9Q (72637.550000 sec): 3 clusters
  Score: Raw -334208.895874 + Penalty 2685.666891 = -331523.228983
  nChanged 54
		SP:Iteration 10Q (72637.620000 sec): 3 clusters
  Score: Raw -334238.274195 + Penalty 2685.666891 = -331552.607305
  nChanged 52
		SP:Iteration 11Q (72637.700000 sec): 3 clusters
  Score: Raw -334266.058029 + Penalty 2685.666891 = -331580.391139
  nChanged 44
		SP:Iteration 12Q (72637.770000 sec): 3 clusters
  Score: Raw -334286.223452 + Penalty 2685.666891 = -331600.556561
  nChanged 31
		SP:Iteration 13Q (72637.850000 sec): 3 clusters
  Score: Raw -334300.709909 + Penalty 2685.666891 = -331615.043018
  nChanged 34
		SP:Iteration 14Q (72637.930000 sec): 3 clusters
  Score: Raw -334313.459227 + Penalty 2685.666891 = -331627.792336
  nChanged 26
		SP:Iteration 15Q (72638.000000 sec): 3 clusters
  Score: Raw -334324.398357 + Penalty 2685.666891 = -331638.731467
  nChanged 18
		SP:Iteration 16Q (72638.080000 sec): 3 clusters
  Score: Raw -334331.916683 + Penalty 2685.666891 = -331646.249792
  nChanged 14
		SP:Iteration 17Q (72638.150000 sec): 3 clusters
  Score: Raw -334337.603067 + Penalty 2685.666891 = -331651.936177
  nChanged 17
		SP:Iteration 18Q (72638.230000 sec): 3 clusters
  Score: Raw -334344.165327 + Penalty 2685.666891 = -331658.498436
  nChanged 11
		SP:Iteration 19Q (72638.310000 sec): 3 clusters
  Score: Raw -334347.913868 + Penalty 2685.666891 = -331662.246977
  nChanged 16
		SP:Iteration 20F (72638.380000 sec): 3 clusters
  Score: Raw -334353.405033 + Penalty 2685.666891 = -331667.738142
  nChanged 15
		SP:Iteration 21Q (72638.450000 sec): 3 clusters
  Score: Raw -334359.690722 + Penalty 2685.666891 = -331674.023831
  nChanged 14
		SP:Iteration 22Q (72638.530000 sec): 3 clusters
  Score: Raw -334364.723694 + Penalty 2685.666891 = -331679.056803
  nChanged 12
		SP:Iteration 23Q (72638.690000 sec): 3 clusters
  Score: Raw -334368.582032 + Penalty 2685.666891 = -331682.915141
  nChanged 12
		SP:Iteration 24Q (72638.870000 sec): 3 clusters
  Score: Raw -334373.787977 + Penalty 2685.666891 = -331688.121086
  nChanged 11
		SP:Iteration 25Q (72639.040000 sec): 3 clusters
  Score: Raw -334377.819973 + Penalty 2685.666891 = -331692.153082
  nChanged 10
		SP:Iteration 26Q (72639.220000 sec): 3 clusters
  Score: Raw -334381.283947 + Penalty 2685.666891 = -331695.617057
  nChanged 5
		SP:Iteration 27Q (72639.390000 sec): 3 clusters
  Score: Raw -334383.091845 + Penalty 2685.666891 = -331697.424955
  nChanged 4
		SP:Iteration 28Q (72639.570000 sec): 3 clusters
  Score: Raw -334384.473175 + Penalty 2685.666891 = -331698.806284
  nChanged 4
		SP:Iteration 29Q (72639.750000 sec): 3 clusters
  Score: Raw -334385.181255 + Penalty 2685.666891 = -331699.514365
  nChanged 2
		SP:Iteration 30Q (72639.920000 sec): 3 clusters
  Score: Raw -334385.655205 + Penalty 2685.666891 = -331699.988314
  nChanged 0
		SP:Iteration 31F (72640.090000 sec): 3 clusters
  Score: Raw -334385.655205 + Penalty 2685.666891 = -331699.988314
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (16301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72640.360000 sec): 2 clusters
  Score: Raw -1375881.146039 + Penalty 1576.084532 = -1374305.061507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72640.630000 sec): 3 clusters
  Score: Raw -1366345.920303 + Penalty 3152.169064 = -1363193.751239
  nChanged 7314
		SP:Iteration 1F (72640.880000 sec): 3 clusters
  Score: Raw -1370838.657711 + Penalty 3152.169064 = -1367686.488648
  nChanged 1192
		SP:Iteration 2F (72641.160000 sec): 3 clusters
  Score: Raw -1371568.156642 + Penalty 3152.169064 = -1368415.987578
  nChanged 1122
		SP:Iteration 3F (72641.460000 sec): 3 clusters
  Score: Raw -1372245.606759 + Penalty 3152.169064 = -1369093.437695
  nChanged 985
		SP:Iteration 4F (72641.760000 sec): 3 clusters
  Score: Raw -1372795.553936 + Penalty 3152.169064 = -1369643.384873
  nChanged 863
		SP:Iteration 5F (72642.060000 sec): 3 clusters
  Score: Raw -1373228.664327 + Penalty 3152.169064 = -1370076.495263
  nChanged 704
		SP:Iteration 6Q (72642.370000 sec): 3 clusters
  Score: Raw -1373528.719194 + Penalty 3152.169064 = -1370376.550130
  nChanged 563
		SP:Iteration 7Q (72642.670000 sec): 3 clusters
  Score: Raw -1373737.738504 + Penalty 3152.169064 = -1370585.569440
  nChanged 440
		SP:Iteration 8Q (72642.980000 sec): 3 clusters
  Score: Raw -1373881.026880 + Penalty 3152.169064 = -1370728.857816
  nChanged 357
		SP:Iteration 9Q (72643.280000 sec): 3 clusters
  Score: Raw -1373997.755130 + Penalty 3152.169064 = -1370845.586067
  nChanged 323
		SP:Iteration 10Q (72643.580000 sec): 3 clusters
  Score: Raw -1374105.375811 + Penalty 3152.169064 = -1370953.206747
  nChanged 297
		SP:Iteration 11Q (72643.880000 sec): 3 clusters
  Score: Raw -1374201.016876 + Penalty 3152.169064 = -1371048.847812
  nChanged 293
		SP:Iteration 12Q (72644.190000 sec): 3 clusters
  Score: Raw -1374303.480033 + Penalty 3152.169064 = -1371151.310969
  nChanged 333
		SP:Iteration 13Q (72644.490000 sec): 3 clusters
  Score: Raw -1374416.185221 + Penalty 3152.169064 = -1371264.016157
  nChanged 316
		SP:Iteration 14Q (72644.790000 sec): 3 clusters
  Score: Raw -1374523.316615 + Penalty 3152.169064 = -1371371.147552
  nChanged 312
		SP:Iteration 15Q (72645.100000 sec): 3 clusters
  Score: Raw -1374626.831504 + Penalty 3152.169064 = -1371474.662441
  nChanged 320
		SP:Iteration 16Q (72645.400000 sec): 3 clusters
  Score: Raw -1374746.805144 + Penalty 3152.169064 = -1371594.636080
  nChanged 345
		SP:Iteration 17Q (72645.700000 sec): 3 clusters
  Score: Raw -1374895.782388 + Penalty 3152.169064 = -1371743.613324
  nChanged 388
		SP:Iteration 18Q (72646.000000 sec): 3 clusters
  Score: Raw -1375080.270092 + Penalty 3152.169064 = -1371928.101028
  nChanged 399
		SP:Iteration 19Q (72646.310000 sec): 3 clusters
  Score: Raw -1375284.687409 + Penalty 3152.169064 = -1372132.518345
  nChanged 384
		SP:Iteration 20F (72646.620000 sec): 3 clusters
  Score: Raw -1375487.308109 + Penalty 3152.169064 = -1372335.139045
  nChanged 339
		SP:Iteration 21Q (72646.920000 sec): 3 clusters
  Score: Raw -1375650.482051 + Penalty 3152.169064 = -1372498.312987
  nChanged 274
		SP:Iteration 22Q (72647.230000 sec): 3 clusters
  Score: Raw -1375765.447390 + Penalty 3152.169064 = -1372613.278326
  nChanged 254
		SP:Iteration 23Q (72647.540000 sec): 3 clusters
  Score: Raw -1375860.185518 + Penalty 3152.169064 = -1372708.016454
  nChanged 237
		SP:Iteration 24Q (72647.840000 sec): 3 clusters
  Score: Raw -1375955.926957 + Penalty 3152.169064 = -1372803.757893
  nChanged 208
		SP:Iteration 25Q (72648.150000 sec): 3 clusters
  Score: Raw -1376041.624675 + Penalty 3152.169064 = -1372889.455611
  nChanged 165
		SP:Iteration 26Q (72648.460000 sec): 3 clusters
  Score: Raw -1376105.743404 + Penalty 3152.169064 = -1372953.574341
  nChanged 152
		SP:Iteration 27Q (72648.760000 sec): 3 clusters
  Score: Raw -1376156.214460 + Penalty 3152.169064 = -1373004.045396
  nChanged 129
		SP:Iteration 28Q (72649.070000 sec): 3 clusters
  Score: Raw -1376207.314905 + Penalty 3152.169064 = -1373055.145841
  nChanged 117
		SP:Iteration 29Q (72649.380000 sec): 3 clusters
  Score: Raw -1376248.165327 + Penalty 3152.169064 = -1373095.996263
  nChanged 98
		SP:Iteration 30Q (72649.690000 sec): 3 clusters
  Score: Raw -1376279.492764 + Penalty 3152.169064 = -1373127.323700
  nChanged 82
		SP:Iteration 31Q (72650.000000 sec): 3 clusters
  Score: Raw -1376304.647072 + Penalty 3152.169064 = -1373152.478008
  nChanged 79
		SP:Iteration 32Q (72650.300000 sec): 3 clusters
  Score: Raw -1376330.093739 + Penalty 3152.169064 = -1373177.924675
  nChanged 83
		SP:Iteration 33Q (72650.610000 sec): 3 clusters
  Score: Raw -1376358.111162 + Penalty 3152.169064 = -1373205.942098
  nChanged 72
		SP:Iteration 34Q (72650.920000 sec): 3 clusters
  Score: Raw -1376385.618625 + Penalty 3152.169064 = -1373233.449561
  nChanged 69
		SP:Iteration 35Q (72651.220000 sec): 3 clusters
  Score: Raw -1376408.288195 + Penalty 3152.169064 = -1373256.119132
  nChanged 71
		SP:Iteration 36Q (72651.530000 sec): 3 clusters
  Score: Raw -1376431.797491 + Penalty 3152.169064 = -1373279.628427
  nChanged 51
		SP:Iteration 37Q (72651.840000 sec): 3 clusters
  Score: Raw -1376444.882418 + Penalty 3152.169064 = -1373292.713354
  nChanged 44
		SP:Iteration 38Q (72652.150000 sec): 3 clusters
  Score: Raw -1376457.118511 + Penalty 3152.169064 = -1373304.949448
  nChanged 40
		SP:Iteration 39Q (72652.450000 sec): 3 clusters
  Score: Raw -1376466.944305 + Penalty 3152.169064 = -1373314.775241
  nChanged 38
		SP:Iteration 40F (72652.760000 sec): 3 clusters
  Score: Raw -1376477.029171 + Penalty 3152.169064 = -1373324.860107
  nChanged 30
		SP:Iteration 41Q (72653.060000 sec): 3 clusters
  Score: Raw -1376486.130309 + Penalty 3152.169064 = -1373333.961246
  nChanged 29
		SP:Iteration 42Q (72653.370000 sec): 3 clusters
  Score: Raw -1376494.165641 + Penalty 3152.169064 = -1373341.996577
  nChanged 32
		SP:Iteration 43Q (72653.680000 sec): 3 clusters
  Score: Raw -1376502.760605 + Penalty 3152.169064 = -1373350.591541
  nChanged 26
		SP:Iteration 44Q (72653.980000 sec): 3 clusters
  Score: Raw -1376511.731799 + Penalty 3152.169064 = -1373359.562736
  nChanged 32
		SP:Iteration 45Q (72654.290000 sec): 3 clusters
  Score: Raw -1376523.867107 + Penalty 3152.169064 = -1373371.698043
  nChanged 43
		SP:Iteration 46Q (72654.600000 sec): 3 clusters
  Score: Raw -1376538.661987 + Penalty 3152.169064 = -1373386.492923
  nChanged 40
		SP:Iteration 47Q (72654.900000 sec): 3 clusters
  Score: Raw -1376551.670698 + Penalty 3152.169064 = -1373399.501634
  nChanged 42
		SP:Iteration 48Q (72655.210000 sec): 3 clusters
  Score: Raw -1376567.094057 + Penalty 3152.169064 = -1373414.924993
  nChanged 43
		SP:Iteration 49Q (72655.520000 sec): 3 clusters
  Score: Raw -1376581.997143 + Penalty 3152.169064 = -1373429.828080
  nChanged 35
		SP:Iteration 50Q (72655.820000 sec): 3 clusters
  Score: Raw -1376591.415527 + Penalty 3152.169064 = -1373439.246464
  nChanged 29
		SP:Iteration 51Q (72656.130000 sec): 3 clusters
  Score: Raw -1376600.779775 + Penalty 3152.169064 = -1373448.610711
  nChanged 22
		SP:Iteration 52Q (72656.440000 sec): 3 clusters
  Score: Raw -1376606.773838 + Penalty 3152.169064 = -1373454.604774
  nChanged 24
		SP:Iteration 53Q (72656.740000 sec): 3 clusters
  Score: Raw -1376614.536708 + Penalty 3152.169064 = -1373462.367644
  nChanged 26
		SP:Iteration 54Q (72657.050000 sec): 3 clusters
  Score: Raw -1376621.898068 + Penalty 3152.169064 = -1373469.729004
  nChanged 26
		SP:Iteration 55Q (72657.360000 sec): 3 clusters
  Score: Raw -1376629.946983 + Penalty 3152.169064 = -1373477.777919
  nChanged 17
		SP:Iteration 56Q (72657.670000 sec): 3 clusters
  Score: Raw -1376634.825266 + Penalty 3152.169064 = -1373482.656202
  nChanged 18
		SP:Iteration 57Q (72657.980000 sec): 3 clusters
  Score: Raw -1376640.237807 + Penalty 3152.169064 = -1373488.068744
  nChanged 24
		SP:Iteration 58Q (72658.280000 sec): 3 clusters
  Score: Raw -1376648.435006 + Penalty 3152.169064 = -1373496.265942
  nChanged 27
		SP:Iteration 59Q (72658.590000 sec): 3 clusters
  Score: Raw -1376654.656026 + Penalty 3152.169064 = -1373502.486963
  nChanged 18
		SP:Iteration 60F (72658.900000 sec): 3 clusters
  Score: Raw -1376659.151228 + Penalty 3152.169064 = -1373506.982164
  nChanged 11
		SP:Iteration 61Q (72659.210000 sec): 3 clusters
  Score: Raw -1376662.665351 + Penalty 3152.169064 = -1373510.496287
  nChanged 9
		SP:Iteration 62Q (72659.520000 sec): 3 clusters
  Score: Raw -1376664.702648 + Penalty 3152.169064 = -1373512.533584
  nChanged 8
		SP:Iteration 63Q (72659.820000 sec): 3 clusters
  Score: Raw -1376666.158051 + Penalty 3152.169064 = -1373513.988987
  nChanged 6
		SP:Iteration 64Q (72660.130000 sec): 3 clusters
  Score: Raw -1376667.427598 + Penalty 3152.169064 = -1373515.258534
  nChanged 11
		SP:Iteration 65Q (72660.440000 sec): 3 clusters
  Score: Raw -1376670.038434 + Penalty 3152.169064 = -1373517.869370
  nChanged 5
		SP:Iteration 66Q (72660.740000 sec): 3 clusters
  Score: Raw -1376671.258968 + Penalty 3152.169064 = -1373519.089904
  nChanged 3
		SP:Iteration 67Q (72661.050000 sec): 3 clusters
  Score: Raw -1376671.695995 + Penalty 3152.169064 = -1373519.526931
  nChanged 2
		SP:Iteration 68Q (72661.280000 sec): 3 clusters
  Score: Raw -1376672.006568 + Penalty 3152.169064 = -1373519.837504
  nChanged 2
		SP:Iteration 69Q (72661.500000 sec): 3 clusters
  Score: Raw -1376672.592308 + Penalty 3152.169064 = -1373520.423245
  nChanged 3
		SP:Iteration 70Q (72661.780000 sec): 3 clusters
  Score: Raw -1376673.509436 + Penalty 3152.169064 = -1373521.340372
  nChanged 8
		SP:Iteration 71Q (72662.060000 sec): 3 clusters
  Score: Raw -1376676.631169 + Penalty 3152.169064 = -1373524.462106
  nChanged 10
		SP:Iteration 72Q (72662.380000 sec): 3 clusters
  Score: Raw -1376679.144984 + Penalty 3152.169064 = -1373526.975921
  nChanged 12
		SP:Iteration 73Q (72662.660000 sec): 3 clusters
  Score: Raw -1376682.832328 + Penalty 3152.169064 = -1373530.663264
  nChanged 11
		SP:Iteration 74Q (72662.940000 sec): 3 clusters
  Score: Raw -1376685.562404 + Penalty 3152.169064 = -1373533.393340
  nChanged 3
		SP:Iteration 75Q (72663.220000 sec): 3 clusters
  Score: Raw -1376686.190845 + Penalty 3152.169064 = -1373534.021781
  nChanged 3
		SP:Iteration 76Q (72663.520000 sec): 3 clusters
  Score: Raw -1376686.553252 + Penalty 3152.169064 = -1373534.384188
  nChanged 2
		SP:Iteration 77Q (72663.850000 sec): 3 clusters
  Score: Raw -1376687.095802 + Penalty 3152.169064 = -1373534.926738
  nChanged 2
		SP:Iteration 78Q (72664.110000 sec): 3 clusters
  Score: Raw -1376687.524879 + Penalty 3152.169064 = -1373535.355815
  nChanged 2
		SP:Iteration 79Q (72664.410000 sec): 3 clusters
  Score: Raw -1376687.838735 + Penalty 3152.169064 = -1373535.669671
  nChanged 1
		SP:Iteration 80F (72664.680000 sec): 3 clusters
  Score: Raw -1376687.943302 + Penalty 3152.169064 = -1373535.774238
  nChanged 1
		SP:Iteration 81Q (72664.940000 sec): 3 clusters
  Score: Raw -1376688.074453 + Penalty 3152.169064 = -1373535.905389
  nChanged 1
		SP:Iteration 82Q (72665.250000 sec): 3 clusters
  Score: Raw -1376688.749286 + Penalty 3152.169064 = -1373536.580222
  nChanged 3
		SP:Iteration 83Q (72665.560000 sec): 3 clusters
  Score: Raw -1376689.464512 + Penalty 3152.169064 = -1373537.295449
  nChanged 4
		SP:Iteration 84Q (72665.860000 sec): 3 clusters
  Score: Raw -1376690.178336 + Penalty 3152.169064 = -1373538.009272
  nChanged 3
		SP:Iteration 85Q (72666.170000 sec): 3 clusters
  Score: Raw -1376690.724127 + Penalty 3152.169064 = -1373538.555063
  nChanged 3
		SP:Iteration 86Q (72666.480000 sec): 3 clusters
  Score: Raw -1376691.669762 + Penalty 3152.169064 = -1373539.500698
  nChanged 3
		SP:Iteration 87Q (72666.780000 sec): 3 clusters
  Score: Raw -1376692.162865 + Penalty 3152.169064 = -1373539.993802
  nChanged 4
		SP:Iteration 88Q (72667.090000 sec): 3 clusters
  Score: Raw -1376692.791117 + Penalty 3152.169064 = -1373540.622054
  nChanged 2
		SP:Iteration 89Q (72667.400000 sec): 3 clusters
  Score: Raw -1376693.170258 + Penalty 3152.169064 = -1373541.001195
  nChanged 4
		SP:Iteration 90Q (72667.700000 sec): 3 clusters
  Score: Raw -1376694.792186 + Penalty 3152.169064 = -1373542.623122
  nChanged 5
		SP:Iteration 91Q (72668.010000 sec): 3 clusters
  Score: Raw -1376695.945974 + Penalty 3152.169064 = -1373543.776910
  nChanged 2
		SP:Iteration 92Q (72668.320000 sec): 3 clusters
  Score: Raw -1376696.317734 + Penalty 3152.169064 = -1373544.148670
  nChanged 3
		SP:Iteration 93Q (72668.630000 sec): 3 clusters
  Score: Raw -1376696.803360 + Penalty 3152.169064 = -1373544.634297
  nChanged 2
		SP:Iteration 94Q (72668.930000 sec): 3 clusters
  Score: Raw -1376697.779901 + Penalty 3152.169064 = -1373545.610838
  nChanged 3
		SP:Iteration 95Q (72669.240000 sec): 3 clusters
  Score: Raw -1376698.957423 + Penalty 3152.169064 = -1373546.788359
  nChanged 4
		SP:Iteration 96Q (72669.550000 sec): 3 clusters
  Score: Raw -1376700.414295 + Penalty 3152.169064 = -1373548.245231
  nChanged 4
		SP:Iteration 97Q (72669.850000 sec): 3 clusters
  Score: Raw -1376702.206568 + Penalty 3152.169064 = -1373550.037504
  nChanged 7
		SP:Iteration 98Q (72670.160000 sec): 3 clusters
  Score: Raw -1376703.538153 + Penalty 3152.169064 = -1373551.369089
  nChanged 7
		SP:Iteration 99Q (72670.470000 sec): 3 clusters
  Score: Raw -1376705.572102 + Penalty 3152.169064 = -1373553.403038
  nChanged 3
		SP:Iteration 100F (72670.730000 sec): 3 clusters
  Score: Raw -1376706.430933 + Penalty 3152.169064 = -1373554.261869
  nChanged 3
		SP:Iteration 101Q (72671.000000 sec): 3 clusters
  Score: Raw -1376707.167508 + Penalty 3152.169064 = -1373554.998444
  nChanged 3
		SP:Iteration 102Q (72671.310000 sec): 3 clusters
  Score: Raw -1376707.710566 + Penalty 3152.169064 = -1373555.541502
  nChanged 4
		SP:Iteration 103Q (72671.610000 sec): 3 clusters
  Score: Raw -1376709.028065 + Penalty 3152.169064 = -1373556.859001
  nChanged 1
		SP:Iteration 104Q (72671.920000 sec): 3 clusters
  Score: Raw -1376709.147279 + Penalty 3152.169064 = -1373556.978215
  nChanged 0
		SP:Iteration 105F (72672.180000 sec): 3 clusters
  Score: Raw -1376709.147279 + Penalty 3152.169064 = -1373556.978215
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72672.290000 sec): 2 clusters
  Score: Raw -60814.491342 + Penalty 1100.066821 = -59714.424521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72672.430000 sec): 3 clusters
  Score: Raw -60604.491420 + Penalty 2200.133642 = -58404.357778
  nChanged 266
		SP:Iteration 1F (72672.600000 sec): 3 clusters
  Score: Raw -60969.424217 + Penalty 2200.133642 = -58769.290574
  nChanged 88
		SP:Iteration 2F (72672.780000 sec): 3 clusters
  Score: Raw -61152.004904 + Penalty 2200.133642 = -58951.871262
  nChanged 70
		SP:Iteration 3F (72672.950000 sec): 3 clusters
  Score: Raw -61293.959087 + Penalty 2200.133642 = -59093.825444
  nChanged 53
		SP:Iteration 4F (72673.130000 sec): 3 clusters
  Score: Raw -61390.933133 + Penalty 2200.133642 = -59190.799491
  nChanged 29
		SP:Iteration 5Q (72673.300000 sec): 3 clusters
  Score: Raw -61438.975656 + Penalty 2200.133642 = -59238.842014
  nChanged 18
		SP:Iteration 6Q (72673.480000 sec): 3 clusters
  Score: Raw -61463.399790 + Penalty 2200.133642 = -59263.266147
  nChanged 8
		SP:Iteration 7Q (72673.650000 sec): 3 clusters
  Score: Raw -61470.759737 + Penalty 2200.133642 = -59270.626094
  nChanged 3
		SP:Iteration 8Q (72673.830000 sec): 3 clusters
  Score: Raw -61474.989794 + Penalty 2200.133642 = -59274.856151
  nChanged 3
		SP:Iteration 9Q (72674.010000 sec): 3 clusters
  Score: Raw -61479.531896 + Penalty 2200.133642 = -59279.398253
  nChanged 1
		SP:Iteration 10Q (72674.180000 sec): 3 clusters
  Score: Raw -61480.176593 + Penalty 2200.133642 = -59280.042950
  nChanged 0
		SP:Iteration 11F (72674.360000 sec): 3 clusters
  Score: Raw -61480.176593 + Penalty 2200.133642 = -59280.042950
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (2256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72674.440000 sec): 2 clusters
  Score: Raw -189080.468522 + Penalty 1254.719150 = -187825.749372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72674.610000 sec): 3 clusters
  Score: Raw -188108.357301 + Penalty 2509.438299 = -185598.919002
  nChanged 843
		SP:Iteration 1F (72674.790000 sec): 3 clusters
  Score: Raw -188729.053112 + Penalty 2509.438299 = -186219.614813
  nChanged 203
		SP:Iteration 2F (72674.970000 sec): 3 clusters
  Score: Raw -188934.088474 + Penalty 2509.438299 = -186424.650175
  nChanged 157
		SP:Iteration 3F (72675.140000 sec): 3 clusters
  Score: Raw -189131.215689 + Penalty 2509.438299 = -186621.777390
  nChanged 140
		SP:Iteration 4F (72675.320000 sec): 3 clusters
  Score: Raw -189304.201469 + Penalty 2509.438299 = -186794.763170
  nChanged 84
		SP:Iteration 5Q (72675.490000 sec): 3 clusters
  Score: Raw -189377.617318 + Penalty 2509.438299 = -186868.179019
  nChanged 57
		SP:Iteration 6Q (72675.670000 sec): 3 clusters
  Score: Raw -189424.264686 + Penalty 2509.438299 = -186914.826387
  nChanged 55
		SP:Iteration 7Q (72675.840000 sec): 3 clusters
  Score: Raw -189465.099957 + Penalty 2509.438299 = -186955.661658
  nChanged 36
		SP:Iteration 8Q (72676.020000 sec): 3 clusters
  Score: Raw -189489.369879 + Penalty 2509.438299 = -186979.931580
  nChanged 25
		SP:Iteration 9Q (72676.190000 sec): 3 clusters
  Score: Raw -189504.340617 + Penalty 2509.438299 = -186994.902318
  nChanged 19
		SP:Iteration 10Q (72676.370000 sec): 3 clusters
  Score: Raw -189519.523057 + Penalty 2509.438299 = -187010.084758
  nChanged 23
		SP:Iteration 11Q (72676.550000 sec): 3 clusters
  Score: Raw -189537.651480 + Penalty 2509.438299 = -187028.213181
  nChanged 25
		SP:Iteration 12Q (72676.720000 sec): 3 clusters
  Score: Raw -189551.632970 + Penalty 2509.438299 = -187042.194671
  nChanged 21
		SP:Iteration 13Q (72676.900000 sec): 3 clusters
  Score: Raw -189563.140092 + Penalty 2509.438299 = -187053.701793
  nChanged 18
		SP:Iteration 14Q (72677.070000 sec): 3 clusters
  Score: Raw -189576.366759 + Penalty 2509.438299 = -187066.928460
  nChanged 16
		SP:Iteration 15Q (72677.260000 sec): 3 clusters
  Score: Raw -189586.234893 + Penalty 2509.438299 = -187076.796594
  nChanged 13
		SP:Iteration 16Q (72677.400000 sec): 3 clusters
  Score: Raw -189594.576404 + Penalty 2509.438299 = -187085.138105
  nChanged 6
		SP:Iteration 17Q (72677.560000 sec): 3 clusters
  Score: Raw -189597.364574 + Penalty 2509.438299 = -187087.926275
  nChanged 6
		SP:Iteration 18Q (72677.720000 sec): 3 clusters
  Score: Raw -189601.202385 + Penalty 2509.438299 = -187091.764086
  nChanged 8
		SP:Iteration 19Q (72677.880000 sec): 3 clusters
  Score: Raw -189605.776273 + Penalty 2509.438299 = -187096.337974
  nChanged 7
		SP:Iteration 20F (72678.050000 sec): 3 clusters
  Score: Raw -189610.129407 + Penalty 2509.438299 = -187100.691108
  nChanged 4
		SP:Iteration 21Q (72678.230000 sec): 3 clusters
  Score: Raw -189611.684585 + Penalty 2509.438299 = -187102.246286
  nChanged 3
		SP:Iteration 22Q (72678.410000 sec): 3 clusters
  Score: Raw -189613.802809 + Penalty 2509.438299 = -187104.364509
  nChanged 4
		SP:Iteration 23Q (72678.580000 sec): 3 clusters
  Score: Raw -189615.738162 + Penalty 2509.438299 = -187106.299863
  nChanged 6
		SP:Iteration 24Q (72678.760000 sec): 3 clusters
  Score: Raw -189618.821770 + Penalty 2509.438299 = -187109.383471
  nChanged 3
		SP:Iteration 25Q (72678.930000 sec): 3 clusters
  Score: Raw -189620.593193 + Penalty 2509.438299 = -187111.154894
  nChanged 2
		SP:Iteration 26Q (72679.110000 sec): 3 clusters
  Score: Raw -189621.628050 + Penalty 2509.438299 = -187112.189751
  nChanged 1
		SP:Iteration 27Q (72679.290000 sec): 3 clusters
  Score: Raw -189621.995041 + Penalty 2509.438299 = -187112.556742
  nChanged 0
		SP:Iteration 28F (72679.460000 sec): 3 clusters
  Score: Raw -189621.995041 + Penalty 2509.438299 = -187112.556742
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (6019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72679.540000 sec): 2 clusters
  Score: Raw -488007.384493 + Penalty 1414.184917 = -486593.199576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72679.660000 sec): 3 clusters
  Score: Raw -484775.961641 + Penalty 2828.369834 = -481947.591807
  nChanged 2511
		SP:Iteration 1F (72679.760000 sec): 3 clusters
  Score: Raw -486435.586473 + Penalty 2828.369834 = -483607.216639
  nChanged 554
		SP:Iteration 2F (72679.950000 sec): 3 clusters
  Score: Raw -486842.143650 + Penalty 2828.369834 = -484013.773816
  nChanged 443
		SP:Iteration 3F (72680.050000 sec): 3 clusters
  Score: Raw -487177.282557 + Penalty 2828.369834 = -484348.912723
  nChanged 356
		SP:Iteration 4F (72680.160000 sec): 3 clusters
  Score: Raw -487457.940325 + Penalty 2828.369834 = -484629.570491
  nChanged 318
		SP:Iteration 5F (72680.330000 sec): 3 clusters
  Score: Raw -487702.948511 + Penalty 2828.369834 = -484874.578677
  nChanged 257
		SP:Iteration 6Q (72680.500000 sec): 3 clusters
  Score: Raw -487888.860404 + Penalty 2828.369834 = -485060.490570
  nChanged 222
		SP:Iteration 7Q (72680.670000 sec): 3 clusters
  Score: Raw -488032.390183 + Penalty 2828.369834 = -485204.020350
  nChanged 160
		SP:Iteration 8Q (72680.810000 sec): 3 clusters
  Score: Raw -488148.035555 + Penalty 2828.369834 = -485319.665721
  nChanged 155
		SP:Iteration 9Q (72680.910000 sec): 3 clusters
  Score: Raw -488254.256989 + Penalty 2828.369834 = -485425.887155
  nChanged 129
		SP:Iteration 10Q (72681.000000 sec): 3 clusters
  Score: Raw -488357.063206 + Penalty 2828.369834 = -485528.693372
  nChanged 110
		SP:Iteration 11Q (72681.100000 sec): 3 clusters
  Score: Raw -488452.811053 + Penalty 2828.369834 = -485624.441219
  nChanged 93
		SP:Iteration 12Q (72681.200000 sec): 3 clusters
  Score: Raw -488529.337843 + Penalty 2828.369834 = -485700.968009
  nChanged 106
		SP:Iteration 13Q (72681.300000 sec): 3 clusters
  Score: Raw -488625.447420 + Penalty 2828.369834 = -485797.077586
  nChanged 96
		SP:Iteration 14Q (72681.460000 sec): 3 clusters
  Score: Raw -488684.593580 + Penalty 2828.369834 = -485856.223746
  nChanged 68
		SP:Iteration 15Q (72681.620000 sec): 3 clusters
  Score: Raw -488734.942810 + Penalty 2828.369834 = -485906.572977
  nChanged 63
		SP:Iteration 16Q (72681.810000 sec): 3 clusters
  Score: Raw -488767.937390 + Penalty 2828.369834 = -485939.567556
  nChanged 43
		SP:Iteration 17Q (72682.000000 sec): 3 clusters
  Score: Raw -488785.835135 + Penalty 2828.369834 = -485957.465302
  nChanged 36
		SP:Iteration 18Q (72682.220000 sec): 3 clusters
  Score: Raw -488803.904699 + Penalty 2828.369834 = -485975.534866
  nChanged 33
		SP:Iteration 19Q (72682.400000 sec): 3 clusters
  Score: Raw -488815.744715 + Penalty 2828.369834 = -485987.374881
  nChanged 13
		SP:Iteration 20F (72682.570000 sec): 3 clusters
  Score: Raw -488819.937435 + Penalty 2828.369834 = -485991.567601
  nChanged 19
		SP:Iteration 21Q (72682.740000 sec): 3 clusters
  Score: Raw -488824.988988 + Penalty 2828.369834 = -485996.619155
  nChanged 17
		SP:Iteration 22Q (72682.880000 sec): 3 clusters
  Score: Raw -488830.228852 + Penalty 2828.369834 = -486001.859019
  nChanged 14
		SP:Iteration 23Q (72683.060000 sec): 3 clusters
  Score: Raw -488833.779122 + Penalty 2828.369834 = -486005.409289
  nChanged 6
		SP:Iteration 24Q (72683.220000 sec): 3 clusters
  Score: Raw -488835.182639 + Penalty 2828.369834 = -486006.812806
  nChanged 4
		SP:Iteration 25Q (72683.390000 sec): 3 clusters
  Score: Raw -488836.198868 + Penalty 2828.369834 = -486007.829035
  nChanged 5
		SP:Iteration 26Q (72683.560000 sec): 3 clusters
  Score: Raw -488837.402390 + Penalty 2828.369834 = -486009.032557
  nChanged 6
		SP:Iteration 27Q (72683.720000 sec): 3 clusters
  Score: Raw -488838.714820 + Penalty 2828.369834 = -486010.344987
  nChanged 5
		SP:Iteration 28Q (72683.920000 sec): 3 clusters
  Score: Raw -488840.362619 + Penalty 2828.369834 = -486011.992786
  nChanged 7
		SP:Iteration 29Q (72684.140000 sec): 3 clusters
  Score: Raw -488841.692781 + Penalty 2828.369834 = -486013.322947
  nChanged 3
		SP:Iteration 30Q (72684.310000 sec): 3 clusters
  Score: Raw -488842.366724 + Penalty 2828.369834 = -486013.996890
  nChanged 4
		SP:Iteration 31Q (72684.420000 sec): 3 clusters
  Score: Raw -488843.596893 + Penalty 2828.369834 = -486015.227059
  nChanged 2
		SP:Iteration 32Q (72684.540000 sec): 3 clusters
  Score: Raw -488844.061852 + Penalty 2828.369834 = -486015.692018
  nChanged 3
		SP:Iteration 33Q (72684.720000 sec): 3 clusters
  Score: Raw -488845.306515 + Penalty 2828.369834 = -486016.936681
  nChanged 4
		SP:Iteration 34Q (72684.820000 sec): 3 clusters
  Score: Raw -488845.742357 + Penalty 2828.369834 = -486017.372523
  nChanged 2
		SP:Iteration 35Q (72684.920000 sec): 3 clusters
  Score: Raw -488846.228192 + Penalty 2828.369834 = -486017.858358
  nChanged 3
		SP:Iteration 36Q (72685.010000 sec): 3 clusters
  Score: Raw -488846.710362 + Penalty 2828.369834 = -486018.340528
  nChanged 2
		SP:Iteration 37Q (72685.100000 sec): 3 clusters
  Score: Raw -488847.425917 + Penalty 2828.369834 = -486019.056084
  nChanged 4
		SP:Iteration 38Q (72685.290000 sec): 3 clusters
  Score: Raw -488848.442330 + Penalty 2828.369834 = -486020.072496
  nChanged 0
		SP:Iteration 39F (72685.500000 sec): 3 clusters
  Score: Raw -488848.442330 + Penalty 2828.369834 = -486020.072496
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (7529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72685.590000 sec): 2 clusters
  Score: Raw -677505.354518 + Penalty 1450.559095 = -676054.795423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72685.810000 sec): 3 clusters
  Score: Raw -673456.464358 + Penalty 2901.118191 = -670555.346167
  nChanged 3160
		SP:Iteration 1F (72685.920000 sec): 3 clusters
  Score: Raw -675659.300091 + Penalty 2901.118191 = -672758.181901
  nChanged 676
		SP:Iteration 2F (72686.040000 sec): 3 clusters
  Score: Raw -676198.722168 + Penalty 2901.118191 = -673297.603978
  nChanged 572
		SP:Iteration 3F (72686.160000 sec): 3 clusters
  Score: Raw -676632.005760 + Penalty 2901.118191 = -673730.887570
  nChanged 472
		SP:Iteration 4F (72686.290000 sec): 3 clusters
  Score: Raw -676964.432149 + Penalty 2901.118191 = -674063.313958
  nChanged 374
		SP:Iteration 5Q (72686.410000 sec): 3 clusters
  Score: Raw -677196.668815 + Penalty 2901.118191 = -674295.550624
  nChanged 307
		SP:Iteration 6Q (72686.530000 sec): 3 clusters
  Score: Raw -677372.041832 + Penalty 2901.118191 = -674470.923642
  nChanged 249
		SP:Iteration 7Q (72686.640000 sec): 3 clusters
  Score: Raw -677494.168256 + Penalty 2901.118191 = -674593.050066
  nChanged 229
		SP:Iteration 8Q (72686.760000 sec): 3 clusters
  Score: Raw -677605.928906 + Penalty 2901.118191 = -674704.810715
  nChanged 176
		SP:Iteration 9Q (72686.960000 sec): 3 clusters
  Score: Raw -677687.776502 + Penalty 2901.118191 = -674786.658312
  nChanged 157
		SP:Iteration 10Q (72687.080000 sec): 3 clusters
  Score: Raw -677749.719049 + Penalty 2901.118191 = -674848.600859
  nChanged 129
		SP:Iteration 11Q (72687.200000 sec): 3 clusters
  Score: Raw -677798.534969 + Penalty 2901.118191 = -674897.416778
  nChanged 126
		SP:Iteration 12Q (72687.310000 sec): 3 clusters
  Score: Raw -677855.340960 + Penalty 2901.118191 = -674954.222769
  nChanged 114
		SP:Iteration 13Q (72687.430000 sec): 3 clusters
  Score: Raw -677905.167827 + Penalty 2901.118191 = -675004.049636
  nChanged 102
		SP:Iteration 14Q (72687.550000 sec): 3 clusters
  Score: Raw -677942.835001 + Penalty 2901.118191 = -675041.716810
  nChanged 74
		SP:Iteration 15Q (72687.670000 sec): 3 clusters
  Score: Raw -677965.025239 + Penalty 2901.118191 = -675063.907048
  nChanged 73
		SP:Iteration 16Q (72687.790000 sec): 3 clusters
  Score: Raw -677982.083977 + Penalty 2901.118191 = -675080.965786
  nChanged 68
		SP:Iteration 17Q (72687.910000 sec): 3 clusters
  Score: Raw -677999.029203 + Penalty 2901.118191 = -675097.911012
  nChanged 72
		SP:Iteration 18Q (72688.030000 sec): 3 clusters
  Score: Raw -678020.562009 + Penalty 2901.118191 = -675119.443818
  nChanged 70
		SP:Iteration 19Q (72688.150000 sec): 3 clusters
  Score: Raw -678041.563429 + Penalty 2901.118191 = -675140.445238
  nChanged 61
		SP:Iteration 20F (72688.300000 sec): 3 clusters
  Score: Raw -678064.833154 + Penalty 2901.118191 = -675163.714963
  nChanged 61
		SP:Iteration 21Q (72688.490000 sec): 3 clusters
  Score: Raw -678081.011980 + Penalty 2901.118191 = -675179.893789
  nChanged 60
		SP:Iteration 22Q (72688.690000 sec): 3 clusters
  Score: Raw -678098.264071 + Penalty 2901.118191 = -675197.145881
  nChanged 60
		SP:Iteration 23Q (72688.890000 sec): 3 clusters
  Score: Raw -678110.844902 + Penalty 2901.118191 = -675209.726712
  nChanged 38
		SP:Iteration 24Q (72689.090000 sec): 3 clusters
  Score: Raw -678116.739241 + Penalty 2901.118191 = -675215.621050
  nChanged 29
		SP:Iteration 25Q (72689.290000 sec): 3 clusters
  Score: Raw -678120.849696 + Penalty 2901.118191 = -675219.731505
  nChanged 21
		SP:Iteration 26Q (72689.490000 sec): 3 clusters
  Score: Raw -678124.141730 + Penalty 2901.118191 = -675223.023539
  nChanged 17
		SP:Iteration 27Q (72689.690000 sec): 3 clusters
  Score: Raw -678127.111542 + Penalty 2901.118191 = -675225.993352
  nChanged 14
		SP:Iteration 28Q (72689.890000 sec): 3 clusters
  Score: Raw -678129.925795 + Penalty 2901.118191 = -675228.807605
  nChanged 14
		SP:Iteration 29Q (72690.090000 sec): 3 clusters
  Score: Raw -678132.694166 + Penalty 2901.118191 = -675231.575975
  nChanged 22
		SP:Iteration 30Q (72690.290000 sec): 3 clusters
  Score: Raw -678136.734302 + Penalty 2901.118191 = -675235.616111
  nChanged 21
		SP:Iteration 31Q (72690.490000 sec): 3 clusters
  Score: Raw -678139.966522 + Penalty 2901.118191 = -675238.848331
  nChanged 20
		SP:Iteration 32Q (72690.680000 sec): 3 clusters
  Score: Raw -678143.788763 + Penalty 2901.118191 = -675242.670572
  nChanged 21
		SP:Iteration 33Q (72690.880000 sec): 3 clusters
  Score: Raw -678148.430970 + Penalty 2901.118191 = -675247.312779
  nChanged 23
		SP:Iteration 34Q (72691.070000 sec): 3 clusters
  Score: Raw -678152.476884 + Penalty 2901.118191 = -675251.358693
  nChanged 19
		SP:Iteration 35Q (72691.280000 sec): 3 clusters
  Score: Raw -678155.755810 + Penalty 2901.118191 = -675254.637619
  nChanged 24
		SP:Iteration 36Q (72691.470000 sec): 3 clusters
  Score: Raw -678160.870650 + Penalty 2901.118191 = -675259.752459
  nChanged 24
		SP:Iteration 37Q (72691.670000 sec): 3 clusters
  Score: Raw -678166.811325 + Penalty 2901.118191 = -675265.693135
  nChanged 34
		SP:Iteration 38Q (72691.870000 sec): 3 clusters
  Score: Raw -678173.497324 + Penalty 2901.118191 = -675272.379133
  nChanged 29
		SP:Iteration 39Q (72692.070000 sec): 3 clusters
  Score: Raw -678181.304427 + Penalty 2901.118191 = -675280.186237
  nChanged 31
		SP:Iteration 40F (72692.270000 sec): 3 clusters
  Score: Raw -678189.067902 + Penalty 2901.118191 = -675287.949711
  nChanged 42
		SP:Iteration 41Q (72692.470000 sec): 3 clusters
  Score: Raw -678201.583380 + Penalty 2901.118191 = -675300.465189
  nChanged 45
		SP:Iteration 42Q (72692.670000 sec): 3 clusters
  Score: Raw -678212.794526 + Penalty 2901.118191 = -675311.676336
  nChanged 44
		SP:Iteration 43Q (72692.870000 sec): 3 clusters
  Score: Raw -678224.437296 + Penalty 2901.118191 = -675323.319105
  nChanged 33
		SP:Iteration 44Q (72693.070000 sec): 3 clusters
  Score: Raw -678231.745364 + Penalty 2901.118191 = -675330.627173
  nChanged 28
		SP:Iteration 45Q (72693.260000 sec): 3 clusters
  Score: Raw -678237.906666 + Penalty 2901.118191 = -675336.788475
  nChanged 32
		SP:Iteration 46Q (72693.460000 sec): 3 clusters
  Score: Raw -678243.709060 + Penalty 2901.118191 = -675342.590869
  nChanged 29
		SP:Iteration 47Q (72693.660000 sec): 3 clusters
  Score: Raw -678250.248705 + Penalty 2901.118191 = -675349.130514
  nChanged 28
		SP:Iteration 48Q (72693.850000 sec): 3 clusters
  Score: Raw -678257.735229 + Penalty 2901.118191 = -675356.617038
  nChanged 26
		SP:Iteration 49Q (72693.970000 sec): 3 clusters
  Score: Raw -678264.563715 + Penalty 2901.118191 = -675363.445525
  nChanged 27
		SP:Iteration 50Q (72694.090000 sec): 3 clusters
  Score: Raw -678270.191162 + Penalty 2901.118191 = -675369.072971
  nChanged 28
		SP:Iteration 51Q (72694.210000 sec): 3 clusters
  Score: Raw -678278.401249 + Penalty 2901.118191 = -675377.283058
  nChanged 28
		SP:Iteration 52Q (72694.330000 sec): 3 clusters
  Score: Raw -678285.460942 + Penalty 2901.118191 = -675384.342751
  nChanged 21
		SP:Iteration 53Q (72694.450000 sec): 3 clusters
  Score: Raw -678288.987795 + Penalty 2901.118191 = -675387.869604
  nChanged 26
		SP:Iteration 54Q (72694.570000 sec): 3 clusters
  Score: Raw -678293.418406 + Penalty 2901.118191 = -675392.300215
  nChanged 20
		SP:Iteration 55Q (72694.690000 sec): 3 clusters
  Score: Raw -678296.196720 + Penalty 2901.118191 = -675395.078530
  nChanged 16
		SP:Iteration 56Q (72694.800000 sec): 3 clusters
  Score: Raw -678299.658705 + Penalty 2901.118191 = -675398.540514
  nChanged 15
		SP:Iteration 57Q (72694.920000 sec): 3 clusters
  Score: Raw -678302.565149 + Penalty 2901.118191 = -675401.446959
  nChanged 16
		SP:Iteration 58Q (72695.130000 sec): 3 clusters
  Score: Raw -678305.124342 + Penalty 2901.118191 = -675404.006152
  nChanged 14
		SP:Iteration 59Q (72695.250000 sec): 3 clusters
  Score: Raw -678306.997452 + Penalty 2901.118191 = -675405.879262
  nChanged 16
		SP:Iteration 60F (72695.370000 sec): 3 clusters
  Score: Raw -678309.111017 + Penalty 2901.118191 = -675407.992826
  nChanged 11
		SP:Iteration 61Q (72695.480000 sec): 3 clusters
  Score: Raw -678310.625574 + Penalty 2901.118191 = -675409.507383
  nChanged 10
		SP:Iteration 62Q (72695.600000 sec): 3 clusters
  Score: Raw -678312.238462 + Penalty 2901.118191 = -675411.120271
  nChanged 10
		SP:Iteration 63Q (72695.720000 sec): 3 clusters
  Score: Raw -678313.978715 + Penalty 2901.118191 = -675412.860525
  nChanged 12
		SP:Iteration 64Q (72695.980000 sec): 3 clusters
  Score: Raw -678316.035197 + Penalty 2901.118191 = -675414.917007
  nChanged 10
		SP:Iteration 65Q (72696.180000 sec): 3 clusters
  Score: Raw -678318.011091 + Penalty 2901.118191 = -675416.892900
  nChanged 11
		SP:Iteration 66Q (72696.370000 sec): 3 clusters
  Score: Raw -678319.474896 + Penalty 2901.118191 = -675418.356705
  nChanged 13
		SP:Iteration 67Q (72696.570000 sec): 3 clusters
  Score: Raw -678321.037374 + Penalty 2901.118191 = -675419.919183
  nChanged 8
		SP:Iteration 68Q (72696.770000 sec): 3 clusters
  Score: Raw -678322.151263 + Penalty 2901.118191 = -675421.033072
  nChanged 6
		SP:Iteration 69Q (72696.970000 sec): 3 clusters
  Score: Raw -678322.761113 + Penalty 2901.118191 = -675421.642922
  nChanged 6
		SP:Iteration 70Q (72697.170000 sec): 3 clusters
  Score: Raw -678323.263606 + Penalty 2901.118191 = -675422.145415
  nChanged 5
		SP:Iteration 71Q (72697.350000 sec): 3 clusters
  Score: Raw -678323.787780 + Penalty 2901.118191 = -675422.669589
  nChanged 1
		SP:Iteration 72Q (72697.550000 sec): 3 clusters
  Score: Raw -678323.911821 + Penalty 2901.118191 = -675422.793630
  nChanged 1
		SP:Iteration 73Q (72697.760000 sec): 3 clusters
  Score: Raw -678324.055070 + Penalty 2901.118191 = -675422.936879
  nChanged 0
		SP:Iteration 74F (72697.960000 sec): 3 clusters
  Score: Raw -678324.055070 + Penalty 2901.118191 = -675422.936879
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (5429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72698.070000 sec): 2 clusters
  Score: Raw -461099.949164 + Penalty 1397.420413 = -459702.528751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72698.240000 sec): 3 clusters
  Score: Raw -458248.517203 + Penalty 2794.840826 = -455453.676377
  nChanged 2248
		SP:Iteration 1F (72698.460000 sec): 3 clusters
  Score: Raw -459726.368567 + Penalty 2794.840826 = -456931.527741
  nChanged 520
		SP:Iteration 2F (72698.700000 sec): 3 clusters
  Score: Raw -460292.939273 + Penalty 2794.840826 = -457498.098447
  nChanged 469
		SP:Iteration 3F (72698.890000 sec): 3 clusters
  Score: Raw -460811.069270 + Penalty 2794.840826 = -458016.228444
  nChanged 417
		SP:Iteration 4F (72699.070000 sec): 3 clusters
  Score: Raw -461178.730836 + Penalty 2794.840826 = -458383.890010
  nChanged 315
		SP:Iteration 5F (72699.240000 sec): 3 clusters
  Score: Raw -461382.303017 + Penalty 2794.840826 = -458587.462191
  nChanged 207
		SP:Iteration 6Q (72699.410000 sec): 3 clusters
  Score: Raw -461466.262751 + Penalty 2794.840826 = -458671.421925
  nChanged 111
		SP:Iteration 7Q (72699.580000 sec): 3 clusters
  Score: Raw -461501.269623 + Penalty 2794.840826 = -458706.428797
  nChanged 74
		SP:Iteration 8Q (72699.740000 sec): 3 clusters
  Score: Raw -461525.573490 + Penalty 2794.840826 = -458730.732664
  nChanged 65
		SP:Iteration 9Q (72699.920000 sec): 3 clusters
  Score: Raw -461544.221089 + Penalty 2794.840826 = -458749.380263
  nChanged 57
		SP:Iteration 10Q (72700.090000 sec): 3 clusters
  Score: Raw -461560.701342 + Penalty 2794.840826 = -458765.860516
  nChanged 45
		SP:Iteration 11Q (72700.260000 sec): 3 clusters
  Score: Raw -461571.495732 + Penalty 2794.840826 = -458776.654906
  nChanged 35
		SP:Iteration 12Q (72700.430000 sec): 3 clusters
  Score: Raw -461581.687206 + Penalty 2794.840826 = -458786.846380
  nChanged 38
		SP:Iteration 13Q (72700.610000 sec): 3 clusters
  Score: Raw -461589.737259 + Penalty 2794.840826 = -458794.896433
  nChanged 30
		SP:Iteration 14Q (72700.770000 sec): 3 clusters
  Score: Raw -461596.535678 + Penalty 2794.840826 = -458801.694852
  nChanged 25
		SP:Iteration 15Q (72700.950000 sec): 3 clusters
  Score: Raw -461603.285880 + Penalty 2794.840826 = -458808.445054
  nChanged 26
		SP:Iteration 16Q (72701.120000 sec): 3 clusters
  Score: Raw -461609.164739 + Penalty 2794.840826 = -458814.323913
  nChanged 25
		SP:Iteration 17Q (72701.290000 sec): 3 clusters
  Score: Raw -461614.762072 + Penalty 2794.840826 = -458819.921246
  nChanged 18
		SP:Iteration 18Q (72701.460000 sec): 3 clusters
  Score: Raw -461619.548657 + Penalty 2794.840826 = -458824.707830
  nChanged 24
		SP:Iteration 19Q (72701.630000 sec): 3 clusters
  Score: Raw -461626.325392 + Penalty 2794.840826 = -458831.484566
  nChanged 22
		SP:Iteration 20F (72701.810000 sec): 3 clusters
  Score: Raw -461631.295779 + Penalty 2794.840826 = -458836.454953
  nChanged 14
		SP:Iteration 21Q (72701.980000 sec): 3 clusters
  Score: Raw -461634.578408 + Penalty 2794.840826 = -458839.737582
  nChanged 16
		SP:Iteration 22Q (72702.150000 sec): 3 clusters
  Score: Raw -461638.509605 + Penalty 2794.840826 = -458843.668779
  nChanged 16
		SP:Iteration 23Q (72702.320000 sec): 3 clusters
  Score: Raw -461642.537852 + Penalty 2794.840826 = -458847.697026
  nChanged 13
		SP:Iteration 24Q (72702.490000 sec): 3 clusters
  Score: Raw -461645.393556 + Penalty 2794.840826 = -458850.552730
  nChanged 13
		SP:Iteration 25Q (72702.670000 sec): 3 clusters
  Score: Raw -461649.612103 + Penalty 2794.840826 = -458854.771277
  nChanged 18
		SP:Iteration 26Q (72702.840000 sec): 3 clusters
  Score: Raw -461654.397983 + Penalty 2794.840826 = -458859.557157
  nChanged 24
		SP:Iteration 27Q (72703.010000 sec): 3 clusters
  Score: Raw -461660.811024 + Penalty 2794.840826 = -458865.970198
  nChanged 22
		SP:Iteration 28Q (72703.180000 sec): 3 clusters
  Score: Raw -461668.894484 + Penalty 2794.840826 = -458874.053658
  nChanged 22
		SP:Iteration 29Q (72703.350000 sec): 3 clusters
  Score: Raw -461675.970338 + Penalty 2794.840826 = -458881.129512
  nChanged 27
		SP:Iteration 30Q (72703.520000 sec): 3 clusters
  Score: Raw -461683.983871 + Penalty 2794.840826 = -458889.143045
  nChanged 22
		SP:Iteration 31Q (72703.620000 sec): 3 clusters
  Score: Raw -461690.548704 + Penalty 2794.840826 = -458895.707878
  nChanged 22
		SP:Iteration 32Q (72703.830000 sec): 3 clusters
  Score: Raw -461697.342731 + Penalty 2794.840826 = -458902.501905
  nChanged 21
		SP:Iteration 33Q (72704.000000 sec): 3 clusters
  Score: Raw -461703.212850 + Penalty 2794.840826 = -458908.372024
  nChanged 22
		SP:Iteration 34Q (72704.170000 sec): 3 clusters
  Score: Raw -461707.608572 + Penalty 2794.840826 = -458912.767746
  nChanged 19
		SP:Iteration 35Q (72704.340000 sec): 3 clusters
  Score: Raw -461711.912768 + Penalty 2794.840826 = -458917.071942
  nChanged 17
		SP:Iteration 36Q (72704.510000 sec): 3 clusters
  Score: Raw -461716.798227 + Penalty 2794.840826 = -458921.957401
  nChanged 24
		SP:Iteration 37Q (72704.690000 sec): 3 clusters
  Score: Raw -461724.470706 + Penalty 2794.840826 = -458929.629880
  nChanged 27
		SP:Iteration 38Q (72704.860000 sec): 3 clusters
  Score: Raw -461733.017604 + Penalty 2794.840826 = -458938.176777
  nChanged 30
		SP:Iteration 39Q (72705.030000 sec): 3 clusters
  Score: Raw -461741.961510 + Penalty 2794.840826 = -458947.120684
  nChanged 25
		SP:Iteration 40F (72705.200000 sec): 3 clusters
  Score: Raw -461750.772720 + Penalty 2794.840826 = -458955.931894
  nChanged 32
		SP:Iteration 41Q (72705.370000 sec): 3 clusters
  Score: Raw -461761.954450 + Penalty 2794.840826 = -458967.113624
  nChanged 30
		SP:Iteration 42Q (72705.590000 sec): 3 clusters
  Score: Raw -461772.515911 + Penalty 2794.840826 = -458977.675085
  nChanged 37
		SP:Iteration 43Q (72705.770000 sec): 3 clusters
  Score: Raw -461789.170229 + Penalty 2794.840826 = -458994.329403
  nChanged 34
		SP:Iteration 44Q (72705.910000 sec): 3 clusters
  Score: Raw -461804.634197 + Penalty 2794.840826 = -459009.793371
  nChanged 34
		SP:Iteration 45Q (72706.090000 sec): 3 clusters
  Score: Raw -461822.763573 + Penalty 2794.840826 = -459027.922747
  nChanged 43
		SP:Iteration 46Q (72706.260000 sec): 3 clusters
  Score: Raw -461839.022728 + Penalty 2794.840826 = -459044.181902
  nChanged 40
		SP:Iteration 47Q (72706.430000 sec): 3 clusters
  Score: Raw -461855.359497 + Penalty 2794.840826 = -459060.518671
  nChanged 34
		SP:Iteration 48Q (72706.600000 sec): 3 clusters
  Score: Raw -461869.535683 + Penalty 2794.840826 = -459074.694857
  nChanged 27
		SP:Iteration 49Q (72706.740000 sec): 3 clusters
  Score: Raw -461881.214242 + Penalty 2794.840826 = -459086.373416
  nChanged 34
		SP:Iteration 50Q (72706.950000 sec): 3 clusters
  Score: Raw -461893.913897 + Penalty 2794.840826 = -459099.073071
  nChanged 29
		SP:Iteration 51Q (72707.170000 sec): 3 clusters
  Score: Raw -461905.285345 + Penalty 2794.840826 = -459110.444519
  nChanged 37
		SP:Iteration 52Q (72707.340000 sec): 3 clusters
  Score: Raw -461920.958332 + Penalty 2794.840826 = -459126.117506
  nChanged 30
		SP:Iteration 53Q (72707.520000 sec): 3 clusters
  Score: Raw -461933.593929 + Penalty 2794.840826 = -459138.753103
  nChanged 36
		SP:Iteration 54Q (72707.710000 sec): 3 clusters
  Score: Raw -461947.431155 + Penalty 2794.840826 = -459152.590329
  nChanged 33
		SP:Iteration 55Q (72707.880000 sec): 3 clusters
  Score: Raw -461961.660459 + Penalty 2794.840826 = -459166.819633
  nChanged 34
		SP:Iteration 56Q (72708.060000 sec): 3 clusters
  Score: Raw -461972.696635 + Penalty 2794.840826 = -459177.855809
  nChanged 30
		SP:Iteration 57Q (72708.210000 sec): 3 clusters
  Score: Raw -461983.958445 + Penalty 2794.840826 = -459189.117619
  nChanged 30
		SP:Iteration 58Q (72708.370000 sec): 3 clusters
  Score: Raw -461997.183181 + Penalty 2794.840826 = -459202.342355
  nChanged 24
		SP:Iteration 59Q (72708.550000 sec): 3 clusters
  Score: Raw -462009.049807 + Penalty 2794.840826 = -459214.208981
  nChanged 36
		SP:Iteration 60F (72708.720000 sec): 3 clusters
  Score: Raw -462025.554446 + Penalty 2794.840826 = -459230.713620
  nChanged 29
		SP:Iteration 61Q (72708.890000 sec): 3 clusters
  Score: Raw -462033.082743 + Penalty 2794.840826 = -459238.241917
  nChanged 10
		SP:Iteration 62Q (72709.060000 sec): 3 clusters
  Score: Raw -462035.355754 + Penalty 2794.840826 = -459240.514928
  nChanged 9
		SP:Iteration 63Q (72709.230000 sec): 3 clusters
  Score: Raw -462036.846812 + Penalty 2794.840826 = -459242.005986
  nChanged 6
		SP:Iteration 64Q (72709.410000 sec): 3 clusters
  Score: Raw -462038.267689 + Penalty 2794.840826 = -459243.426863
  nChanged 5
		SP:Iteration 65Q (72709.580000 sec): 3 clusters
  Score: Raw -462039.605116 + Penalty 2794.840826 = -459244.764290
  nChanged 6
		SP:Iteration 66Q (72709.750000 sec): 3 clusters
  Score: Raw -462041.323030 + Penalty 2794.840826 = -459246.482204
  nChanged 12
		SP:Iteration 67Q (72709.970000 sec): 3 clusters
  Score: Raw -462045.446075 + Penalty 2794.840826 = -459250.605249
  nChanged 10
		SP:Iteration 68Q (72710.140000 sec): 3 clusters
  Score: Raw -462048.917397 + Penalty 2794.840826 = -459254.076571
  nChanged 7
		SP:Iteration 69Q (72710.310000 sec): 3 clusters
  Score: Raw -462050.465299 + Penalty 2794.840826 = -459255.624473
  nChanged 8
		SP:Iteration 70Q (72710.480000 sec): 3 clusters
  Score: Raw -462052.380861 + Penalty 2794.840826 = -459257.540035
  nChanged 6
		SP:Iteration 71Q (72710.650000 sec): 3 clusters
  Score: Raw -462053.628186 + Penalty 2794.840826 = -459258.787360
  nChanged 7
		SP:Iteration 72Q (72710.830000 sec): 3 clusters
  Score: Raw -462056.976327 + Penalty 2794.840826 = -459262.135501
  nChanged 7
		SP:Iteration 73Q (72711.000000 sec): 3 clusters
  Score: Raw -462059.386711 + Penalty 2794.840826 = -459264.545885
  nChanged 7
		SP:Iteration 74Q (72711.170000 sec): 3 clusters
  Score: Raw -462061.689135 + Penalty 2794.840826 = -459266.848309
  nChanged 11
		SP:Iteration 75Q (72711.340000 sec): 3 clusters
  Score: Raw -462065.945644 + Penalty 2794.840826 = -459271.104818
  nChanged 10
		SP:Iteration 76Q (72711.510000 sec): 3 clusters
  Score: Raw -462069.782649 + Penalty 2794.840826 = -459274.941823
  nChanged 7
		SP:Iteration 77Q (72711.690000 sec): 3 clusters
  Score: Raw -462071.723541 + Penalty 2794.840826 = -459276.882715
  nChanged 4
		SP:Iteration 78Q (72711.860000 sec): 3 clusters
  Score: Raw -462072.528577 + Penalty 2794.840826 = -459277.687751
  nChanged 4
		SP:Iteration 79Q (72712.030000 sec): 3 clusters
  Score: Raw -462073.123671 + Penalty 2794.840826 = -459278.282845
  nChanged 4
		SP:Iteration 80F (72712.200000 sec): 3 clusters
  Score: Raw -462073.900098 + Penalty 2794.840826 = -459279.059272
  nChanged 1
		SP:Iteration 81Q (72712.370000 sec): 3 clusters
  Score: Raw -462074.346141 + Penalty 2794.840826 = -459279.505315
  nChanged 0
		SP:Iteration 82F (72712.550000 sec): 3 clusters
  Score: Raw -462074.346141 + Penalty 2794.840826 = -459279.505315
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (3646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72712.670000 sec): 2 clusters
  Score: Raw -300055.041166 + Penalty 1332.725218 = -298722.315948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72712.850000 sec): 3 clusters
  Score: Raw -298277.398521 + Penalty 2665.450435 = -295611.948086
  nChanged 1402
		SP:Iteration 1F (72713.030000 sec): 3 clusters
  Score: Raw -299243.567872 + Penalty 2665.450435 = -296578.117437
  nChanged 342
		SP:Iteration 2F (72713.200000 sec): 3 clusters
  Score: Raw -299545.396759 + Penalty 2665.450435 = -296879.946323
  nChanged 264
		SP:Iteration 3F (72713.380000 sec): 3 clusters
  Score: Raw -299753.443503 + Penalty 2665.450435 = -297087.993068
  nChanged 181
		SP:Iteration 4Q (72713.550000 sec): 3 clusters
  Score: Raw -299885.481137 + Penalty 2665.450435 = -297220.030701
  nChanged 163
		SP:Iteration 5Q (72713.730000 sec): 3 clusters
  Score: Raw -299989.977928 + Penalty 2665.450435 = -297324.527492
  nChanged 124
		SP:Iteration 6Q (72713.910000 sec): 3 clusters
  Score: Raw -300069.465394 + Penalty 2665.450435 = -297404.014959
  nChanged 110
		SP:Iteration 7Q (72714.080000 sec): 3 clusters
  Score: Raw -300140.515430 + Penalty 2665.450435 = -297475.064994
  nChanged 84
		SP:Iteration 8Q (72714.260000 sec): 3 clusters
  Score: Raw -300184.530054 + Penalty 2665.450435 = -297519.079618
  nChanged 81
		SP:Iteration 9Q (72714.430000 sec): 3 clusters
  Score: Raw -300234.103362 + Penalty 2665.450435 = -297568.652927
  nChanged 74
		SP:Iteration 10Q (72714.610000 sec): 3 clusters
  Score: Raw -300276.188309 + Penalty 2665.450435 = -297610.737874
  nChanged 73
		SP:Iteration 11Q (72714.790000 sec): 3 clusters
  Score: Raw -300307.422797 + Penalty 2665.450435 = -297641.972361
  nChanged 55
		SP:Iteration 12Q (72714.960000 sec): 3 clusters
  Score: Raw -300328.443471 + Penalty 2665.450435 = -297662.993036
  nChanged 43
		SP:Iteration 13Q (72715.140000 sec): 3 clusters
  Score: Raw -300352.361735 + Penalty 2665.450435 = -297686.911300
  nChanged 46
		SP:Iteration 14Q (72715.310000 sec): 3 clusters
  Score: Raw -300375.839906 + Penalty 2665.450435 = -297710.389470
  nChanged 44
		SP:Iteration 15Q (72715.490000 sec): 3 clusters
  Score: Raw -300393.530115 + Penalty 2665.450435 = -297728.079679
  nChanged 42
		SP:Iteration 16Q (72715.670000 sec): 3 clusters
  Score: Raw -300410.305704 + Penalty 2665.450435 = -297744.855269
  nChanged 35
		SP:Iteration 17Q (72715.840000 sec): 3 clusters
  Score: Raw -300421.568249 + Penalty 2665.450435 = -297756.117813
  nChanged 29
		SP:Iteration 18Q (72716.020000 sec): 3 clusters
  Score: Raw -300432.898600 + Penalty 2665.450435 = -297767.448165
  nChanged 26
		SP:Iteration 19Q (72716.190000 sec): 3 clusters
  Score: Raw -300446.226335 + Penalty 2665.450435 = -297780.775899
  nChanged 31
		SP:Iteration 20F (72716.370000 sec): 3 clusters
  Score: Raw -300462.079854 + Penalty 2665.450435 = -297796.629419
  nChanged 33
		SP:Iteration 21Q (72716.550000 sec): 3 clusters
  Score: Raw -300477.635421 + Penalty 2665.450435 = -297812.184986
  nChanged 38
		SP:Iteration 22Q (72716.720000 sec): 3 clusters
  Score: Raw -300494.698343 + Penalty 2665.450435 = -297829.247907
  nChanged 31
		SP:Iteration 23Q (72716.900000 sec): 3 clusters
  Score: Raw -300508.104380 + Penalty 2665.450435 = -297842.653945
  nChanged 42
		SP:Iteration 24Q (72717.070000 sec): 3 clusters
  Score: Raw -300526.304667 + Penalty 2665.450435 = -297860.854231
  nChanged 36
		SP:Iteration 25Q (72717.250000 sec): 3 clusters
  Score: Raw -300540.092472 + Penalty 2665.450435 = -297874.642036
  nChanged 21
		SP:Iteration 26Q (72717.430000 sec): 3 clusters
  Score: Raw -300548.434930 + Penalty 2665.450435 = -297882.984494
  nChanged 21
		SP:Iteration 27Q (72717.600000 sec): 3 clusters
  Score: Raw -300554.836540 + Penalty 2665.450435 = -297889.386104
  nChanged 21
		SP:Iteration 28Q (72717.780000 sec): 3 clusters
  Score: Raw -300561.135081 + Penalty 2665.450435 = -297895.684645
  nChanged 17
		SP:Iteration 29Q (72717.950000 sec): 3 clusters
  Score: Raw -300568.269514 + Penalty 2665.450435 = -297902.819079
  nChanged 15
		SP:Iteration 30Q (72718.130000 sec): 3 clusters
  Score: Raw -300574.520860 + Penalty 2665.450435 = -297909.070424
  nChanged 17
		SP:Iteration 31Q (72718.300000 sec): 3 clusters
  Score: Raw -300581.547379 + Penalty 2665.450435 = -297916.096943
  nChanged 23
		SP:Iteration 32Q (72718.480000 sec): 3 clusters
  Score: Raw -300590.745464 + Penalty 2665.450435 = -297925.295028
  nChanged 21
		SP:Iteration 33Q (72718.650000 sec): 3 clusters
  Score: Raw -300602.093036 + Penalty 2665.450435 = -297936.642600
  nChanged 15
		SP:Iteration 34Q (72718.830000 sec): 3 clusters
  Score: Raw -300608.123635 + Penalty 2665.450435 = -297942.673200
  nChanged 17
		SP:Iteration 35Q (72719.010000 sec): 3 clusters
  Score: Raw -300618.097968 + Penalty 2665.450435 = -297952.647533
  nChanged 27
		SP:Iteration 36Q (72719.180000 sec): 3 clusters
  Score: Raw -300629.442616 + Penalty 2665.450435 = -297963.992181
  nChanged 28
		SP:Iteration 37Q (72719.360000 sec): 3 clusters
  Score: Raw -300636.876002 + Penalty 2665.450435 = -297971.425566
  nChanged 16
		SP:Iteration 38Q (72719.530000 sec): 3 clusters
  Score: Raw -300642.461585 + Penalty 2665.450435 = -297977.011149
  nChanged 8
		SP:Iteration 39Q (72719.710000 sec): 3 clusters
  Score: Raw -300645.690363 + Penalty 2665.450435 = -297980.239927
  nChanged 11
		SP:Iteration 40F (72719.890000 sec): 3 clusters
  Score: Raw -300649.300891 + Penalty 2665.450435 = -297983.850456
  nChanged 14
		SP:Iteration 41Q (72720.060000 sec): 3 clusters
  Score: Raw -300654.063378 + Penalty 2665.450435 = -297988.612943
  nChanged 14
		SP:Iteration 42Q (72720.240000 sec): 3 clusters
  Score: Raw -300658.769151 + Penalty 2665.450435 = -297993.318716
  nChanged 9
		SP:Iteration 43Q (72720.410000 sec): 3 clusters
  Score: Raw -300661.599748 + Penalty 2665.450435 = -297996.149313
  nChanged 11
		SP:Iteration 44Q (72720.590000 sec): 3 clusters
  Score: Raw -300664.259273 + Penalty 2665.450435 = -297998.808837
  nChanged 9
		SP:Iteration 45Q (72720.770000 sec): 3 clusters
  Score: Raw -300666.301818 + Penalty 2665.450435 = -298000.851382
  nChanged 5
		SP:Iteration 46Q (72720.940000 sec): 3 clusters
  Score: Raw -300668.438624 + Penalty 2665.450435 = -298002.988189
  nChanged 6
		SP:Iteration 47Q (72721.120000 sec): 3 clusters
  Score: Raw -300670.338202 + Penalty 2665.450435 = -298004.887767
  nChanged 4
		SP:Iteration 48Q (72721.290000 sec): 3 clusters
  Score: Raw -300671.201104 + Penalty 2665.450435 = -298005.750669
  nChanged 3
		SP:Iteration 49Q (72721.470000 sec): 3 clusters
  Score: Raw -300671.963051 + Penalty 2665.450435 = -298006.512616
  nChanged 3
		SP:Iteration 50Q (72721.650000 sec): 3 clusters
  Score: Raw -300672.527620 + Penalty 2665.450435 = -298007.077184
  nChanged 5
		SP:Iteration 51Q (72721.810000 sec): 3 clusters
  Score: Raw -300673.564483 + Penalty 2665.450435 = -298008.114048
  nChanged 1
		SP:Iteration 52Q (72721.980000 sec): 3 clusters
  Score: Raw -300674.207154 + Penalty 2665.450435 = -298008.756718
  nChanged 2
		SP:Iteration 53Q (72722.140000 sec): 3 clusters
  Score: Raw -300675.040092 + Penalty 2665.450435 = -298009.589657
  nChanged 3
		SP:Iteration 54Q (72722.300000 sec): 3 clusters
  Score: Raw -300675.752368 + Penalty 2665.450435 = -298010.301933
  nChanged 4
		SP:Iteration 55Q (72722.470000 sec): 3 clusters
  Score: Raw -300677.027086 + Penalty 2665.450435 = -298011.576651
  nChanged 4
		SP:Iteration 56Q (72722.630000 sec): 3 clusters
  Score: Raw -300679.288359 + Penalty 2665.450435 = -298013.837923
  nChanged 3
		SP:Iteration 57Q (72722.790000 sec): 3 clusters
  Score: Raw -300680.168098 + Penalty 2665.450435 = -298014.717662
  nChanged 5
		SP:Iteration 58Q (72722.960000 sec): 3 clusters
  Score: Raw -300682.091961 + Penalty 2665.450435 = -298016.641525
  nChanged 4
		SP:Iteration 59Q (72723.120000 sec): 3 clusters
  Score: Raw -300683.368314 + Penalty 2665.450435 = -298017.917878
  nChanged 5
		SP:Iteration 60F (72723.280000 sec): 3 clusters
  Score: Raw -300684.917060 + Penalty 2665.450435 = -298019.466624
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72723.360000 sec): 2 clusters
  Score: Raw -57838.204902 + Penalty 1066.167483 = -56772.037419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72723.530000 sec): 3 clusters
  Score: Raw -57675.542214 + Penalty 2132.334966 = -55543.207248
  nChanged 196
		SP:Iteration 1F (72723.690000 sec): 3 clusters
  Score: Raw -57903.885895 + Penalty 2132.334966 = -55771.550928
  nChanged 67
		SP:Iteration 2F (72723.850000 sec): 3 clusters
  Score: Raw -58010.994356 + Penalty 2132.334966 = -55878.659390
  nChanged 34
		SP:Iteration 3Q (72723.980000 sec): 3 clusters
  Score: Raw -58050.190024 + Penalty 2132.334966 = -55917.855057
  nChanged 20
		SP:Iteration 4Q (72724.150000 sec): 3 clusters
  Score: Raw -58071.426786 + Penalty 2132.334966 = -55939.091820
  nChanged 10
		SP:Iteration 5Q (72724.330000 sec): 3 clusters
  Score: Raw -58087.404557 + Penalty 2132.334966 = -55955.069591
  nChanged 5
		SP:Iteration 6Q (72724.510000 sec): 3 clusters
  Score: Raw -58093.430337 + Penalty 2132.334966 = -55961.095371
  nChanged 6
		SP:Iteration 7Q (72724.680000 sec): 3 clusters
  Score: Raw -58101.711923 + Penalty 2132.334966 = -55969.376956
  nChanged 2
		SP:Iteration 8Q (72724.860000 sec): 3 clusters
  Score: Raw -58104.243770 + Penalty 2132.334966 = -55971.908804
  nChanged 3
		SP:Iteration 9Q (72725.030000 sec): 3 clusters
  Score: Raw -58108.296325 + Penalty 2132.334966 = -55975.961359
  nChanged 2
		SP:Iteration 10Q (72725.210000 sec): 3 clusters
  Score: Raw -58109.397825 + Penalty 2132.334966 = -55977.062859
  nChanged 1
		SP:Iteration 11Q (72725.380000 sec): 3 clusters
  Score: Raw -58112.267147 + Penalty 2132.334966 = -55979.932181
  nChanged 2
		SP:Iteration 12Q (72725.560000 sec): 3 clusters
  Score: Raw -58114.294044 + Penalty 2132.334966 = -55981.959078
  nChanged 3
		SP:Iteration 13Q (72725.730000 sec): 3 clusters
  Score: Raw -58117.306590 + Penalty 2132.334966 = -55984.971624
  nChanged 4
		SP:Iteration 14Q (72725.910000 sec): 3 clusters
  Score: Raw -58127.392136 + Penalty 2132.334966 = -55995.057169
  nChanged 4
		SP:Iteration 15Q (72726.090000 sec): 3 clusters
  Score: Raw -58135.171778 + Penalty 2132.334966 = -56002.836812
  nChanged 2
		SP:Iteration 16Q (72726.260000 sec): 3 clusters
  Score: Raw -58138.655475 + Penalty 2132.334966 = -56006.320508
  nChanged 0
		SP:Iteration 17F (72726.440000 sec): 3 clusters
  Score: Raw -58138.655475 + Penalty 2132.334966 = -56006.320508
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72726.540000 sec): 2 clusters
  Score: Raw -485944.348534 + Penalty 1407.460200 = -484536.888334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72726.760000 sec): 3 clusters
  Score: Raw -482991.544351 + Penalty 2814.920399 = -480176.623952
  nChanged 2450
		SP:Iteration 1F (72726.930000 sec): 3 clusters
  Score: Raw -484576.343293 + Penalty 2814.920399 = -481761.422894
  nChanged 516
		SP:Iteration 2F (72727.100000 sec): 3 clusters
  Score: Raw -484964.956847 + Penalty 2814.920399 = -482150.036448
  nChanged 424
		SP:Iteration 3F (72727.270000 sec): 3 clusters
  Score: Raw -485275.315745 + Penalty 2814.920399 = -482460.395346
  nChanged 352
		SP:Iteration 4F (72727.440000 sec): 3 clusters
  Score: Raw -485561.280501 + Penalty 2814.920399 = -482746.360102
  nChanged 299
		SP:Iteration 5F (72727.610000 sec): 3 clusters
  Score: Raw -485791.883674 + Penalty 2814.920399 = -482976.963275
  nChanged 249
		SP:Iteration 6Q (72727.780000 sec): 3 clusters
  Score: Raw -485976.858545 + Penalty 2814.920399 = -483161.938146
  nChanged 186
		SP:Iteration 7Q (72727.950000 sec): 3 clusters
  Score: Raw -486091.825322 + Penalty 2814.920399 = -483276.904923
  nChanged 162
		SP:Iteration 8Q (72728.120000 sec): 3 clusters
  Score: Raw -486181.264411 + Penalty 2814.920399 = -483366.344012
  nChanged 148
		SP:Iteration 9Q (72728.290000 sec): 3 clusters
  Score: Raw -486259.398832 + Penalty 2814.920399 = -483444.478433
  nChanged 121
		SP:Iteration 10Q (72728.450000 sec): 3 clusters
  Score: Raw -486319.745718 + Penalty 2814.920399 = -483504.825319
  nChanged 103
		SP:Iteration 11Q (72728.600000 sec): 3 clusters
  Score: Raw -486370.692958 + Penalty 2814.920399 = -483555.772559
  nChanged 91
		SP:Iteration 12Q (72728.710000 sec): 3 clusters
  Score: Raw -486406.274858 + Penalty 2814.920399 = -483591.354459
  nChanged 70
		SP:Iteration 13Q (72728.930000 sec): 3 clusters
  Score: Raw -486436.124634 + Penalty 2814.920399 = -483621.204235
  nChanged 67
		SP:Iteration 14Q (72729.100000 sec): 3 clusters
  Score: Raw -486466.206552 + Penalty 2814.920399 = -483651.286153
  nChanged 53
		SP:Iteration 15Q (72729.230000 sec): 3 clusters
  Score: Raw -486491.388089 + Penalty 2814.920399 = -483676.467690
  nChanged 62
		SP:Iteration 16Q (72729.410000 sec): 3 clusters
  Score: Raw -486522.534454 + Penalty 2814.920399 = -483707.614055
  nChanged 65
		SP:Iteration 17Q (72729.580000 sec): 3 clusters
  Score: Raw -486548.511042 + Penalty 2814.920399 = -483733.590643
  nChanged 48
		SP:Iteration 18Q (72729.750000 sec): 3 clusters
  Score: Raw -486562.505988 + Penalty 2814.920399 = -483747.585589
  nChanged 39
		SP:Iteration 19Q (72729.910000 sec): 3 clusters
  Score: Raw -486574.449840 + Penalty 2814.920399 = -483759.529441
  nChanged 31
		SP:Iteration 20F (72730.090000 sec): 3 clusters
  Score: Raw -486584.824559 + Penalty 2814.920399 = -483769.904160
  nChanged 28
		SP:Iteration 21Q (72730.280000 sec): 3 clusters
  Score: Raw -486596.480796 + Penalty 2814.920399 = -483781.560397
  nChanged 34
		SP:Iteration 22Q (72730.510000 sec): 3 clusters
  Score: Raw -486608.947136 + Penalty 2814.920399 = -483794.026737
  nChanged 31
		SP:Iteration 23Q (72730.630000 sec): 3 clusters
  Score: Raw -486619.879614 + Penalty 2814.920399 = -483804.959215
  nChanged 33
		SP:Iteration 24Q (72730.800000 sec): 3 clusters
  Score: Raw -486628.735841 + Penalty 2814.920399 = -483813.815442
  nChanged 15
		SP:Iteration 25Q (72730.970000 sec): 3 clusters
  Score: Raw -486632.451114 + Penalty 2814.920399 = -483817.530715
  nChanged 12
		SP:Iteration 26Q (72731.110000 sec): 3 clusters
  Score: Raw -486635.043645 + Penalty 2814.920399 = -483820.123246
  nChanged 16
		SP:Iteration 27Q (72731.210000 sec): 3 clusters
  Score: Raw -486639.458055 + Penalty 2814.920399 = -483824.537656
  nChanged 23
		SP:Iteration 28Q (72731.310000 sec): 3 clusters
  Score: Raw -486646.056774 + Penalty 2814.920399 = -483831.136375
  nChanged 20
		SP:Iteration 29Q (72731.530000 sec): 3 clusters
  Score: Raw -486652.064451 + Penalty 2814.920399 = -483837.144052
  nChanged 19
		SP:Iteration 30Q (72731.650000 sec): 3 clusters
  Score: Raw -486655.545811 + Penalty 2814.920399 = -483840.625412
  nChanged 10
		SP:Iteration 31Q (72731.830000 sec): 3 clusters
  Score: Raw -486656.898280 + Penalty 2814.920399 = -483841.977881
  nChanged 5
		SP:Iteration 32Q (72732.000000 sec): 3 clusters
  Score: Raw -486658.119610 + Penalty 2814.920399 = -483843.199211
  nChanged 9
		SP:Iteration 33Q (72732.170000 sec): 3 clusters
  Score: Raw -486660.179385 + Penalty 2814.920399 = -483845.258986
  nChanged 7
		SP:Iteration 34Q (72732.340000 sec): 3 clusters
  Score: Raw -486661.182094 + Penalty 2814.920399 = -483846.261695
  nChanged 2
		SP:Iteration 35Q (72732.500000 sec): 3 clusters
  Score: Raw -486661.419995 + Penalty 2814.920399 = -483846.499596
  nChanged 2
		SP:Iteration 36Q (72732.670000 sec): 3 clusters
  Score: Raw -486662.043118 + Penalty 2814.920399 = -483847.122719
  nChanged 3
		SP:Iteration 37Q (72732.840000 sec): 3 clusters
  Score: Raw -486662.557162 + Penalty 2814.920399 = -483847.636763
  nChanged 5
		SP:Iteration 38Q (72733.080000 sec): 3 clusters
  Score: Raw -486663.732461 + Penalty 2814.920399 = -483848.812062
  nChanged 8
		SP:Iteration 39Q (72733.270000 sec): 3 clusters
  Score: Raw -486665.412861 + Penalty 2814.920399 = -483850.492462
  nChanged 4
		SP:Iteration 40F (72733.440000 sec): 3 clusters
  Score: Raw -486666.086481 + Penalty 2814.920399 = -483851.166082
  nChanged 3
		SP:Iteration 41Q (72733.640000 sec): 3 clusters
  Score: Raw -486666.573481 + Penalty 2814.920399 = -483851.653082
  nChanged 4
		SP:Iteration 42Q (72733.820000 sec): 3 clusters
  Score: Raw -486667.099823 + Penalty 2814.920399 = -483852.179424
  nChanged 2
		SP:Iteration 43Q (72733.980000 sec): 3 clusters
  Score: Raw -486667.265776 + Penalty 2814.920399 = -483852.345377
  nChanged 1
		SP:Iteration 44Q (72734.150000 sec): 3 clusters
  Score: Raw -486667.592813 + Penalty 2814.920399 = -483852.672414
  nChanged 4
		SP:Iteration 45Q (72734.320000 sec): 3 clusters
  Score: Raw -486668.584372 + Penalty 2814.920399 = -483853.663973
  nChanged 2
		SP:Iteration 46Q (72734.490000 sec): 3 clusters
  Score: Raw -486668.767946 + Penalty 2814.920399 = -483853.847547
  nChanged 1
		SP:Iteration 47Q (72734.660000 sec): 3 clusters
  Score: Raw -486668.799616 + Penalty 2814.920399 = -483853.879217
  nChanged 0
		SP:Iteration 48F (72734.810000 sec): 3 clusters
  Score: Raw -486668.799616 + Penalty 2814.920399 = -483853.879217
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (4888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72734.880000 sec): 2 clusters
  Score: Raw -495609.138848 + Penalty 1380.362506 = -494228.776342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72735.060000 sec): 3 clusters
  Score: Raw -493053.047747 + Penalty 2760.725013 = -490292.322734
  nChanged 2006
		SP:Iteration 1F (72735.230000 sec): 3 clusters
  Score: Raw -494230.937772 + Penalty 2760.725013 = -491470.212759
  nChanged 330
		SP:Iteration 2F (72735.410000 sec): 3 clusters
  Score: Raw -494431.146491 + Penalty 2760.725013 = -491670.421478
  nChanged 293
		SP:Iteration 3F (72735.580000 sec): 3 clusters
  Score: Raw -494621.943155 + Penalty 2760.725013 = -491861.218143
  nChanged 237
		SP:Iteration 4Q (72735.760000 sec): 3 clusters
  Score: Raw -494759.933323 + Penalty 2760.725013 = -491999.208310
  nChanged 214
		SP:Iteration 5Q (72735.940000 sec): 3 clusters
  Score: Raw -494872.754451 + Penalty 2760.725013 = -492112.029438
  nChanged 149
		SP:Iteration 6Q (72736.110000 sec): 3 clusters
  Score: Raw -494943.089849 + Penalty 2760.725013 = -492182.364836
  nChanged 133
		SP:Iteration 7Q (72736.290000 sec): 3 clusters
  Score: Raw -494999.809159 + Penalty 2760.725013 = -492239.084147
  nChanged 115
		SP:Iteration 8Q (72736.460000 sec): 3 clusters
  Score: Raw -495050.397625 + Penalty 2760.725013 = -492289.672612
  nChanged 106
		SP:Iteration 9Q (72736.640000 sec): 3 clusters
  Score: Raw -495106.847724 + Penalty 2760.725013 = -492346.122711
  nChanged 116
		SP:Iteration 10Q (72736.820000 sec): 3 clusters
  Score: Raw -495172.622310 + Penalty 2760.725013 = -492411.897297
  nChanged 112
		SP:Iteration 11Q (72736.990000 sec): 3 clusters
  Score: Raw -495226.631196 + Penalty 2760.725013 = -492465.906183
  nChanged 102
		SP:Iteration 12Q (72737.170000 sec): 3 clusters
  Score: Raw -495275.580439 + Penalty 2760.725013 = -492514.855426
  nChanged 91
		SP:Iteration 13Q (72737.340000 sec): 3 clusters
  Score: Raw -495321.013909 + Penalty 2760.725013 = -492560.288896
  nChanged 84
		SP:Iteration 14Q (72737.520000 sec): 3 clusters
  Score: Raw -495360.179251 + Penalty 2760.725013 = -492599.454238
  nChanged 86
		SP:Iteration 15Q (72737.690000 sec): 3 clusters
  Score: Raw -495403.863018 + Penalty 2760.725013 = -492643.138005
  nChanged 75
		SP:Iteration 16Q (72737.870000 sec): 3 clusters
  Score: Raw -495446.925321 + Penalty 2760.725013 = -492686.200309
  nChanged 83
		SP:Iteration 17Q (72738.040000 sec): 3 clusters
  Score: Raw -495484.116339 + Penalty 2760.725013 = -492723.391327
  nChanged 69
		SP:Iteration 18Q (72738.220000 sec): 3 clusters
  Score: Raw -495508.415042 + Penalty 2760.725013 = -492747.690029
  nChanged 51
		SP:Iteration 19Q (72738.400000 sec): 3 clusters
  Score: Raw -495527.684294 + Penalty 2760.725013 = -492766.959281
  nChanged 46
		SP:Iteration 20F (72738.570000 sec): 3 clusters
  Score: Raw -495545.904061 + Penalty 2760.725013 = -492785.179048
  nChanged 37
		SP:Iteration 21Q (72738.740000 sec): 3 clusters
  Score: Raw -495558.834396 + Penalty 2760.725013 = -492798.109383
  nChanged 38
		SP:Iteration 22Q (72738.920000 sec): 3 clusters
  Score: Raw -495570.549294 + Penalty 2760.725013 = -492809.824281
  nChanged 37
		SP:Iteration 23Q (72739.100000 sec): 3 clusters
  Score: Raw -495583.045546 + Penalty 2760.725013 = -492822.320533
  nChanged 41
		SP:Iteration 24Q (72739.270000 sec): 3 clusters
  Score: Raw -495597.186302 + Penalty 2760.725013 = -492836.461290
  nChanged 42
		SP:Iteration 25Q (72739.450000 sec): 3 clusters
  Score: Raw -495609.039646 + Penalty 2760.725013 = -492848.314634
  nChanged 22
		SP:Iteration 26Q (72739.620000 sec): 3 clusters
  Score: Raw -495615.551551 + Penalty 2760.725013 = -492854.826538
  nChanged 22
		SP:Iteration 27Q (72739.800000 sec): 3 clusters
  Score: Raw -495620.745841 + Penalty 2760.725013 = -492860.020828
  nChanged 18
		SP:Iteration 28Q (72739.980000 sec): 3 clusters
  Score: Raw -495625.387869 + Penalty 2760.725013 = -492864.662856
  nChanged 12
		SP:Iteration 29Q (72740.150000 sec): 3 clusters
  Score: Raw -495627.727509 + Penalty 2760.725013 = -492867.002496
  nChanged 14
		SP:Iteration 30Q (72740.330000 sec): 3 clusters
  Score: Raw -495631.567940 + Penalty 2760.725013 = -492870.842927
  nChanged 12
		SP:Iteration 31Q (72740.500000 sec): 3 clusters
  Score: Raw -495634.184478 + Penalty 2760.725013 = -492873.459466
  nChanged 8
		SP:Iteration 32Q (72740.680000 sec): 3 clusters
  Score: Raw -495636.301023 + Penalty 2760.725013 = -492875.576010
  nChanged 8
		SP:Iteration 33Q (72740.840000 sec): 3 clusters
  Score: Raw -495637.837861 + Penalty 2760.725013 = -492877.112848
  nChanged 7
		SP:Iteration 34Q (72741.030000 sec): 3 clusters
  Score: Raw -495639.380378 + Penalty 2760.725013 = -492878.655365
  nChanged 5
		SP:Iteration 35Q (72741.200000 sec): 3 clusters
  Score: Raw -495640.428513 + Penalty 2760.725013 = -492879.703500
  nChanged 4
		SP:Iteration 36Q (72741.380000 sec): 3 clusters
  Score: Raw -495641.228477 + Penalty 2760.725013 = -492880.503464
  nChanged 3
		SP:Iteration 37Q (72741.560000 sec): 3 clusters
  Score: Raw -495641.558364 + Penalty 2760.725013 = -492880.833351
  nChanged 1
		SP:Iteration 38Q (72741.730000 sec): 3 clusters
  Score: Raw -495641.684935 + Penalty 2760.725013 = -492880.959922
  nChanged 0
		SP:Iteration 39F (72741.910000 sec): 3 clusters
  Score: Raw -495641.684935 + Penalty 2760.725013 = -492880.959922
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (2731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72741.980000 sec): 2 clusters
  Score: Raw -260204.369277 + Penalty 1285.768757 = -258918.600520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72742.150000 sec): 3 clusters
  Score: Raw -258942.546860 + Penalty 2571.537514 = -256371.009346
  nChanged 1058
		SP:Iteration 1F (72742.330000 sec): 3 clusters
  Score: Raw -259604.279756 + Penalty 2571.537514 = -257032.742242
  nChanged 215
		SP:Iteration 2F (72742.500000 sec): 3 clusters
  Score: Raw -259725.634274 + Penalty 2571.537514 = -257154.096760
  nChanged 141
		SP:Iteration 3F (72742.680000 sec): 3 clusters
  Score: Raw -259813.768014 + Penalty 2571.537514 = -257242.230499
  nChanged 105
		SP:Iteration 4Q (72742.860000 sec): 3 clusters
  Score: Raw -259882.877499 + Penalty 2571.537514 = -257311.339985
  nChanged 88
		SP:Iteration 5Q (72743.030000 sec): 3 clusters
  Score: Raw -259939.266539 + Penalty 2571.537514 = -257367.729025
  nChanged 65
		SP:Iteration 6Q (72743.210000 sec): 3 clusters
  Score: Raw -259974.710827 + Penalty 2571.537514 = -257403.173312
  nChanged 56
		SP:Iteration 7Q (72743.380000 sec): 3 clusters
  Score: Raw -260000.582333 + Penalty 2571.537514 = -257429.044819
  nChanged 45
		SP:Iteration 8Q (72743.560000 sec): 3 clusters
  Score: Raw -260024.056495 + Penalty 2571.537514 = -257452.518980
  nChanged 44
		SP:Iteration 9Q (72743.740000 sec): 3 clusters
  Score: Raw -260042.662214 + Penalty 2571.537514 = -257471.124699
  nChanged 33
		SP:Iteration 10Q (72743.910000 sec): 3 clusters
  Score: Raw -260061.131303 + Penalty 2571.537514 = -257489.593789
  nChanged 37
		SP:Iteration 11Q (72744.070000 sec): 3 clusters
  Score: Raw -260077.568225 + Penalty 2571.537514 = -257506.030710
  nChanged 37
		SP:Iteration 12Q (72744.230000 sec): 3 clusters
  Score: Raw -260093.620516 + Penalty 2571.537514 = -257522.083002
  nChanged 37
		SP:Iteration 13Q (72744.400000 sec): 3 clusters
  Score: Raw -260110.762063 + Penalty 2571.537514 = -257539.224549
  nChanged 27
		SP:Iteration 14Q (72744.560000 sec): 3 clusters
  Score: Raw -260122.817080 + Penalty 2571.537514 = -257551.279566
  nChanged 23
		SP:Iteration 15Q (72744.720000 sec): 3 clusters
  Score: Raw -260133.382954 + Penalty 2571.537514 = -257561.845439
  nChanged 20
		SP:Iteration 16Q (72744.890000 sec): 3 clusters
  Score: Raw -260141.385391 + Penalty 2571.537514 = -257569.847876
  nChanged 15
		SP:Iteration 17Q (72745.050000 sec): 3 clusters
  Score: Raw -260146.653655 + Penalty 2571.537514 = -257575.116141
  nChanged 10
		SP:Iteration 18Q (72745.220000 sec): 3 clusters
  Score: Raw -260150.411293 + Penalty 2571.537514 = -257578.873779
  nChanged 11
		SP:Iteration 19Q (72745.380000 sec): 3 clusters
  Score: Raw -260155.741924 + Penalty 2571.537514 = -257584.204410
  nChanged 12
		SP:Iteration 20F (72745.560000 sec): 3 clusters
  Score: Raw -260162.055207 + Penalty 2571.537514 = -257590.517692
  nChanged 13
		SP:Iteration 21Q (72745.730000 sec): 3 clusters
  Score: Raw -260166.720051 + Penalty 2571.537514 = -257595.182537
  nChanged 9
		SP:Iteration 22Q (72745.910000 sec): 3 clusters
  Score: Raw -260169.334086 + Penalty 2571.537514 = -257597.796572
  nChanged 6
		SP:Iteration 23Q (72746.080000 sec): 3 clusters
  Score: Raw -260170.766022 + Penalty 2571.537514 = -257599.228508
  nChanged 6
		SP:Iteration 24Q (72746.260000 sec): 3 clusters
  Score: Raw -260172.505851 + Penalty 2571.537514 = -257600.968336
  nChanged 3
		SP:Iteration 25Q (72746.440000 sec): 3 clusters
  Score: Raw -260173.678056 + Penalty 2571.537514 = -257602.140542
  nChanged 6
		SP:Iteration 26Q (72746.610000 sec): 3 clusters
  Score: Raw -260176.417258 + Penalty 2571.537514 = -257604.879744
  nChanged 5
		SP:Iteration 27Q (72746.790000 sec): 3 clusters
  Score: Raw -260177.959469 + Penalty 2571.537514 = -257606.421954
  nChanged 4
		SP:Iteration 28Q (72746.960000 sec): 3 clusters
  Score: Raw -260179.023686 + Penalty 2571.537514 = -257607.486171
  nChanged 1
		SP:Iteration 29Q (72747.140000 sec): 3 clusters
  Score: Raw -260179.211092 + Penalty 2571.537514 = -257607.673578
  nChanged 1
		SP:Iteration 30Q (72747.310000 sec): 3 clusters
  Score: Raw -260179.491851 + Penalty 2571.537514 = -257607.954337
  nChanged 0
		SP:Iteration 31F (72747.490000 sec): 3 clusters
  Score: Raw -260179.491851 + Penalty 2571.537514 = -257607.954337
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (6942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72747.590000 sec): 2 clusters
  Score: Raw -494236.652293 + Penalty 1437.368594 = -492799.283698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72747.810000 sec): 3 clusters
  Score: Raw -490487.010967 + Penalty 2874.737189 = -487612.273778
  nChanged 2913
		SP:Iteration 1F (72748.010000 sec): 3 clusters
  Score: Raw -492586.340192 + Penalty 2874.737189 = -489711.603003
  nChanged 766
		SP:Iteration 2F (72748.220000 sec): 3 clusters
  Score: Raw -493418.805447 + Penalty 2874.737189 = -490544.068258
  nChanged 665
		SP:Iteration 3F (72748.420000 sec): 3 clusters
  Score: Raw -494008.414818 + Penalty 2874.737189 = -491133.677629
  nChanged 486
		SP:Iteration 4F (72748.620000 sec): 3 clusters
  Score: Raw -494369.481030 + Penalty 2874.737189 = -491494.743841
  nChanged 362
		SP:Iteration 5F (72748.830000 sec): 3 clusters
  Score: Raw -494605.930540 + Penalty 2874.737189 = -491731.193351
  nChanged 256
		SP:Iteration 6Q (72749.030000 sec): 3 clusters
  Score: Raw -494762.373450 + Penalty 2874.737189 = -491887.636262
  nChanged 211
		SP:Iteration 7Q (72749.240000 sec): 3 clusters
  Score: Raw -494878.508954 + Penalty 2874.737189 = -492003.771766
  nChanged 164
		SP:Iteration 8Q (72749.440000 sec): 3 clusters
  Score: Raw -494945.658096 + Penalty 2874.737189 = -492070.920907
  nChanged 115
		SP:Iteration 9Q (72749.640000 sec): 3 clusters
  Score: Raw -494989.202839 + Penalty 2874.737189 = -492114.465651
  nChanged 94
		SP:Iteration 10Q (72749.840000 sec): 3 clusters
  Score: Raw -495017.084635 + Penalty 2874.737189 = -492142.347446
  nChanged 61
		SP:Iteration 11Q (72750.050000 sec): 3 clusters
  Score: Raw -495032.957314 + Penalty 2874.737189 = -492158.220125
  nChanged 45
		SP:Iteration 12Q (72750.250000 sec): 3 clusters
  Score: Raw -495044.423318 + Penalty 2874.737189 = -492169.686130
  nChanged 42
		SP:Iteration 13Q (72750.460000 sec): 3 clusters
  Score: Raw -495056.622490 + Penalty 2874.737189 = -492181.885301
  nChanged 35
		SP:Iteration 14Q (72750.660000 sec): 3 clusters
  Score: Raw -495067.733991 + Penalty 2874.737189 = -492192.996802
  nChanged 27
		SP:Iteration 15Q (72750.860000 sec): 3 clusters
  Score: Raw -495073.090517 + Penalty 2874.737189 = -492198.353328
  nChanged 29
		SP:Iteration 16Q (72751.070000 sec): 3 clusters
  Score: Raw -495080.589565 + Penalty 2874.737189 = -492205.852376
  nChanged 26
		SP:Iteration 17Q (72751.270000 sec): 3 clusters
  Score: Raw -495085.126052 + Penalty 2874.737189 = -492210.388863
  nChanged 21
		SP:Iteration 18Q (72751.480000 sec): 3 clusters
  Score: Raw -495089.861298 + Penalty 2874.737189 = -492215.124109
  nChanged 22
		SP:Iteration 19Q (72751.680000 sec): 3 clusters
  Score: Raw -495094.431743 + Penalty 2874.737189 = -492219.694554
  nChanged 18
		SP:Iteration 20F (72751.880000 sec): 3 clusters
  Score: Raw -495099.622841 + Penalty 2874.737189 = -492224.885652
  nChanged 26
		SP:Iteration 21Q (72752.080000 sec): 3 clusters
  Score: Raw -495108.106569 + Penalty 2874.737189 = -492233.369381
  nChanged 39
		SP:Iteration 22Q (72752.290000 sec): 3 clusters
  Score: Raw -495118.943006 + Penalty 2874.737189 = -492244.205817
  nChanged 36
		SP:Iteration 23Q (72752.490000 sec): 3 clusters
  Score: Raw -495128.948894 + Penalty 2874.737189 = -492254.211705
  nChanged 43
		SP:Iteration 24Q (72752.700000 sec): 3 clusters
  Score: Raw -495142.711812 + Penalty 2874.737189 = -492267.974623
  nChanged 38
		SP:Iteration 25Q (72752.900000 sec): 3 clusters
  Score: Raw -495152.875844 + Penalty 2874.737189 = -492278.138656
  nChanged 36
		SP:Iteration 26Q (72753.100000 sec): 3 clusters
  Score: Raw -495163.643912 + Penalty 2874.737189 = -492288.906723
  nChanged 34
		SP:Iteration 27Q (72753.300000 sec): 3 clusters
  Score: Raw -495173.221502 + Penalty 2874.737189 = -492298.484313
  nChanged 34
		SP:Iteration 28Q (72753.510000 sec): 3 clusters
  Score: Raw -495182.759024 + Penalty 2874.737189 = -492308.021836
  nChanged 34
		SP:Iteration 29Q (72753.710000 sec): 3 clusters
  Score: Raw -495190.245566 + Penalty 2874.737189 = -492315.508378
  nChanged 30
		SP:Iteration 30Q (72753.920000 sec): 3 clusters
  Score: Raw -495200.677235 + Penalty 2874.737189 = -492325.940047
  nChanged 36
		SP:Iteration 31Q (72754.120000 sec): 3 clusters
  Score: Raw -495208.904189 + Penalty 2874.737189 = -492334.167000
  nChanged 29
		SP:Iteration 32Q (72754.320000 sec): 3 clusters
  Score: Raw -495215.232504 + Penalty 2874.737189 = -492340.495315
  nChanged 21
		SP:Iteration 33Q (72754.530000 sec): 3 clusters
  Score: Raw -495218.747649 + Penalty 2874.737189 = -492344.010460
  nChanged 24
		SP:Iteration 34Q (72754.730000 sec): 3 clusters
  Score: Raw -495224.296033 + Penalty 2874.737189 = -492349.558844
  nChanged 29
		SP:Iteration 35Q (72754.940000 sec): 3 clusters
  Score: Raw -495230.370170 + Penalty 2874.737189 = -492355.632981
  nChanged 23
		SP:Iteration 36Q (72755.140000 sec): 3 clusters
  Score: Raw -495234.833167 + Penalty 2874.737189 = -492360.095978
  nChanged 15
		SP:Iteration 37Q (72755.340000 sec): 3 clusters
  Score: Raw -495236.951674 + Penalty 2874.737189 = -492362.214485
  nChanged 6
		SP:Iteration 38Q (72755.550000 sec): 3 clusters
  Score: Raw -495238.585172 + Penalty 2874.737189 = -492363.847983
  nChanged 12
		SP:Iteration 39Q (72755.750000 sec): 3 clusters
  Score: Raw -495240.463040 + Penalty 2874.737189 = -492365.725851
  nChanged 10
		SP:Iteration 40F (72755.950000 sec): 3 clusters
  Score: Raw -495241.871872 + Penalty 2874.737189 = -492367.134684
  nChanged 5
		SP:Iteration 41Q (72756.160000 sec): 3 clusters
  Score: Raw -495242.786775 + Penalty 2874.737189 = -492368.049587
  nChanged 5
		SP:Iteration 42Q (72756.360000 sec): 3 clusters
  Score: Raw -495243.511205 + Penalty 2874.737189 = -492368.774016
  nChanged 10
		SP:Iteration 43Q (72756.560000 sec): 3 clusters
  Score: Raw -495245.057178 + Penalty 2874.737189 = -492370.319989
  nChanged 9
		SP:Iteration 44Q (72756.770000 sec): 3 clusters
  Score: Raw -495246.548212 + Penalty 2874.737189 = -492371.811023
  nChanged 7
		SP:Iteration 45Q (72756.970000 sec): 3 clusters
  Score: Raw -495247.700118 + Penalty 2874.737189 = -492372.962929
  nChanged 5
		SP:Iteration 46Q (72757.180000 sec): 3 clusters
  Score: Raw -495248.821681 + Penalty 2874.737189 = -492374.084492
  nChanged 8
		SP:Iteration 47Q (72757.380000 sec): 3 clusters
  Score: Raw -495249.890905 + Penalty 2874.737189 = -492375.153716
  nChanged 6
		SP:Iteration 48Q (72757.580000 sec): 3 clusters
  Score: Raw -495250.409799 + Penalty 2874.737189 = -492375.672610
  nChanged 3
		SP:Iteration 49Q (72757.780000 sec): 3 clusters
  Score: Raw -495250.974417 + Penalty 2874.737189 = -492376.237228
  nChanged 5
		SP:Iteration 50Q (72757.980000 sec): 3 clusters
  Score: Raw -495251.332290 + Penalty 2874.737189 = -492376.595101
  nChanged 1
		SP:Iteration 51Q (72758.190000 sec): 3 clusters
  Score: Raw -495251.491745 + Penalty 2874.737189 = -492376.754556
  nChanged 0
		SP:Iteration 52F (72758.370000 sec): 3 clusters
  Score: Raw -495251.491745 + Penalty 2874.737189 = -492376.754556
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (3776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72758.440000 sec): 2 clusters
  Score: Raw -298843.703850 + Penalty 1338.418336 = -297505.285514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72758.620000 sec): 3 clusters
  Score: Raw -296974.065105 + Penalty 2676.836671 = -294297.228433
  nChanged 1456
		SP:Iteration 1F (72758.800000 sec): 3 clusters
  Score: Raw -297945.289645 + Penalty 2676.836671 = -295268.452973
  nChanged 316
		SP:Iteration 2F (72758.970000 sec): 3 clusters
  Score: Raw -298178.506123 + Penalty 2676.836671 = -295501.669452
  nChanged 262
		SP:Iteration 3F (72759.150000 sec): 3 clusters
  Score: Raw -298354.633009 + Penalty 2676.836671 = -295677.796338
  nChanged 192
		SP:Iteration 4F (72759.320000 sec): 3 clusters
  Score: Raw -298494.122373 + Penalty 2676.836671 = -295817.285702
  nChanged 184
		SP:Iteration 5Q (72759.500000 sec): 3 clusters
  Score: Raw -298608.121891 + Penalty 2676.836671 = -295931.285220
  nChanged 140
		SP:Iteration 6Q (72759.670000 sec): 3 clusters
  Score: Raw -298687.236146 + Penalty 2676.836671 = -296010.399474
  nChanged 121
		SP:Iteration 7Q (72759.850000 sec): 3 clusters
  Score: Raw -298741.045228 + Penalty 2676.836671 = -296064.208557
  nChanged 81
		SP:Iteration 8Q (72760.020000 sec): 3 clusters
  Score: Raw -298773.121637 + Penalty 2676.836671 = -296096.284966
  nChanged 56
		SP:Iteration 9Q (72760.200000 sec): 3 clusters
  Score: Raw -298799.246083 + Penalty 2676.836671 = -296122.409412
  nChanged 52
		SP:Iteration 10Q (72760.380000 sec): 3 clusters
  Score: Raw -298820.799880 + Penalty 2676.836671 = -296143.963209
  nChanged 47
		SP:Iteration 11Q (72760.550000 sec): 3 clusters
  Score: Raw -298839.087817 + Penalty 2676.836671 = -296162.251146
  nChanged 46
		SP:Iteration 12Q (72760.730000 sec): 3 clusters
  Score: Raw -298859.169621 + Penalty 2676.836671 = -296182.332950
  nChanged 42
		SP:Iteration 13Q (72760.900000 sec): 3 clusters
  Score: Raw -298877.974261 + Penalty 2676.836671 = -296201.137590
  nChanged 34
		SP:Iteration 14Q (72761.080000 sec): 3 clusters
  Score: Raw -298893.096419 + Penalty 2676.836671 = -296216.259747
  nChanged 30
		SP:Iteration 15Q (72761.260000 sec): 3 clusters
  Score: Raw -298901.578672 + Penalty 2676.836671 = -296224.742001
  nChanged 19
		SP:Iteration 16Q (72761.430000 sec): 3 clusters
  Score: Raw -298907.574013 + Penalty 2676.836671 = -296230.737342
  nChanged 12
		SP:Iteration 17Q (72761.610000 sec): 3 clusters
  Score: Raw -298911.169112 + Penalty 2676.836671 = -296234.332441
  nChanged 9
		SP:Iteration 18Q (72761.780000 sec): 3 clusters
  Score: Raw -298913.445389 + Penalty 2676.836671 = -296236.608718
  nChanged 10
		SP:Iteration 19Q (72761.950000 sec): 3 clusters
  Score: Raw -298915.932582 + Penalty 2676.836671 = -296239.095911
  nChanged 9
		SP:Iteration 20F (72762.110000 sec): 3 clusters
  Score: Raw -298918.892616 + Penalty 2676.836671 = -296242.055944
  nChanged 9
		SP:Iteration 21Q (72762.280000 sec): 3 clusters
  Score: Raw -298921.009658 + Penalty 2676.836671 = -296244.172986
  nChanged 9
		SP:Iteration 22Q (72762.440000 sec): 3 clusters
  Score: Raw -298924.666440 + Penalty 2676.836671 = -296247.829769
  nChanged 11
		SP:Iteration 23Q (72762.600000 sec): 3 clusters
  Score: Raw -298928.675959 + Penalty 2676.836671 = -296251.839288
  nChanged 15
		SP:Iteration 24Q (72762.770000 sec): 3 clusters
  Score: Raw -298934.906195 + Penalty 2676.836671 = -296258.069524
  nChanged 13
		SP:Iteration 25Q (72762.930000 sec): 3 clusters
  Score: Raw -298939.314212 + Penalty 2676.836671 = -296262.477541
  nChanged 13
		SP:Iteration 26Q (72763.090000 sec): 3 clusters
  Score: Raw -298943.747092 + Penalty 2676.836671 = -296266.910421
  nChanged 9
		SP:Iteration 27Q (72763.260000 sec): 3 clusters
  Score: Raw -298946.246429 + Penalty 2676.836671 = -296269.409758
  nChanged 5
		SP:Iteration 28Q (72763.420000 sec): 3 clusters
  Score: Raw -298947.650010 + Penalty 2676.836671 = -296270.813338
  nChanged 3
		SP:Iteration 29Q (72763.580000 sec): 3 clusters
  Score: Raw -298948.872493 + Penalty 2676.836671 = -296272.035821
  nChanged 4
		SP:Iteration 30Q (72763.730000 sec): 3 clusters
  Score: Raw -298950.821558 + Penalty 2676.836671 = -296273.984887
  nChanged 7
		SP:Iteration 31Q (72763.840000 sec): 3 clusters
  Score: Raw -298954.029306 + Penalty 2676.836671 = -296277.192635
  nChanged 5
		SP:Iteration 32Q (72763.920000 sec): 3 clusters
  Score: Raw -298956.511790 + Penalty 2676.836671 = -296279.675118
  nChanged 10
		SP:Iteration 33Q (72763.990000 sec): 3 clusters
  Score: Raw -298962.312884 + Penalty 2676.836671 = -296285.476212
  nChanged 9
		SP:Iteration 34Q (72764.070000 sec): 3 clusters
  Score: Raw -298965.006910 + Penalty 2676.836671 = -296288.170238
  nChanged 11
		SP:Iteration 35Q (72764.140000 sec): 3 clusters
  Score: Raw -298968.781897 + Penalty 2676.836671 = -296291.945226
  nChanged 9
		SP:Iteration 36Q (72764.220000 sec): 3 clusters
  Score: Raw -298972.712095 + Penalty 2676.836671 = -296295.875424
  nChanged 10
		SP:Iteration 37Q (72764.300000 sec): 3 clusters
  Score: Raw -298975.022858 + Penalty 2676.836671 = -296298.186186
  nChanged 3
		SP:Iteration 38Q (72764.370000 sec): 3 clusters
  Score: Raw -298975.904470 + Penalty 2676.836671 = -296299.067799
  nChanged 4
		SP:Iteration 39Q (72764.450000 sec): 3 clusters
  Score: Raw -298977.444864 + Penalty 2676.836671 = -296300.608192
  nChanged 5
		SP:Iteration 40F (72764.520000 sec): 3 clusters
  Score: Raw -298979.654872 + Penalty 2676.836671 = -296302.818200
  nChanged 4
		SP:Iteration 41Q (72764.600000 sec): 3 clusters
  Score: Raw -298980.844916 + Penalty 2676.836671 = -296304.008244
  nChanged 3
		SP:Iteration 42Q (72764.680000 sec): 3 clusters
  Score: Raw -298981.697827 + Penalty 2676.836671 = -296304.861156
  nChanged 3
		SP:Iteration 43Q (72764.750000 sec): 3 clusters
  Score: Raw -298982.291486 + Penalty 2676.836671 = -296305.454815
  nChanged 1
		SP:Iteration 44Q (72764.830000 sec): 3 clusters
  Score: Raw -298983.061244 + Penalty 2676.836671 = -296306.224573
  nChanged 3
		SP:Iteration 45Q (72764.900000 sec): 3 clusters
  Score: Raw -298984.285889 + Penalty 2676.836671 = -296307.449217
  nChanged 3
		SP:Iteration 46Q (72764.980000 sec): 3 clusters
  Score: Raw -298985.207722 + Penalty 2676.836671 = -296308.371051
  nChanged 5
		SP:Iteration 47Q (72765.060000 sec): 3 clusters
  Score: Raw -298986.318027 + Penalty 2676.836671 = -296309.481356
  nChanged 6
		SP:Iteration 48Q (72765.130000 sec): 3 clusters
  Score: Raw -298988.893851 + Penalty 2676.836671 = -296312.057179
  nChanged 1
		SP:Iteration 49Q (72765.210000 sec): 3 clusters
  Score: Raw -298989.691165 + Penalty 2676.836671 = -296312.854494
  nChanged 4
		SP:Iteration 50Q (72765.280000 sec): 3 clusters
  Score: Raw -298992.043239 + Penalty 2676.836671 = -296315.206568
  nChanged 3
		SP:Iteration 51Q (72765.360000 sec): 3 clusters
  Score: Raw -298993.367025 + Penalty 2676.836671 = -296316.530353
  nChanged 4
		SP:Iteration 52Q (72765.430000 sec): 3 clusters
  Score: Raw -298995.122965 + Penalty 2676.836671 = -296318.286293
  nChanged 4
		SP:Iteration 53Q (72765.510000 sec): 3 clusters
  Score: Raw -298996.238934 + Penalty 2676.836671 = -296319.402263
  nChanged 2
		SP:Iteration 54Q (72765.580000 sec): 3 clusters
  Score: Raw -298996.764294 + Penalty 2676.836671 = -296319.927622
  nChanged 3
		SP:Iteration 55Q (72765.660000 sec): 3 clusters
  Score: Raw -298998.301321 + Penalty 2676.836671 = -296321.464650
  nChanged 6
		SP:Iteration 56Q (72765.740000 sec): 3 clusters
  Score: Raw -299000.644122 + Penalty 2676.836671 = -296323.807451
  nChanged 5
		SP:Iteration 57Q (72765.810000 sec): 3 clusters
  Score: Raw -299002.003834 + Penalty 2676.836671 = -296325.167163
  nChanged 3
		SP:Iteration 58Q (72765.890000 sec): 3 clusters
  Score: Raw -299002.683815 + Penalty 2676.836671 = -296325.847144
  nChanged 0
		SP:Iteration 59F (72765.970000 sec): 3 clusters
  Score: Raw -299002.683815 + Penalty 2676.836671 = -296325.847144
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (10101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72766.070000 sec): 2 clusters
  Score: Raw -989998.485061 + Penalty 1498.313328 = -988500.171733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72766.230000 sec): 3 clusters
  Score: Raw -984294.232783 + Penalty 2996.626655 = -981297.606128
  nChanged 4341
		SP:Iteration 1F (72766.460000 sec): 3 clusters
  Score: Raw -986623.868205 + Penalty 2996.626655 = -983627.241550
  nChanged 588
		SP:Iteration 2F (72766.680000 sec): 3 clusters
  Score: Raw -986880.788766 + Penalty 2996.626655 = -983884.162111
  nChanged 530
		SP:Iteration 3F (72766.900000 sec): 3 clusters
  Score: Raw -987128.815055 + Penalty 2996.626655 = -984132.188400
  nChanged 483
		SP:Iteration 4Q (72767.130000 sec): 3 clusters
  Score: Raw -987335.187501 + Penalty 2996.626655 = -984338.560846
  nChanged 484
		SP:Iteration 5Q (72767.360000 sec): 3 clusters
  Score: Raw -987544.448960 + Penalty 2996.626655 = -984547.822305
  nChanged 440
		SP:Iteration 6Q (72767.580000 sec): 3 clusters
  Score: Raw -987735.169395 + Penalty 2996.626655 = -984738.542740
  nChanged 426
		SP:Iteration 7Q (72767.800000 sec): 3 clusters
  Score: Raw -987906.752932 + Penalty 2996.626655 = -984910.126277
  nChanged 359
		SP:Iteration 8Q (72768.030000 sec): 3 clusters
  Score: Raw -988060.020371 + Penalty 2996.626655 = -985063.393716
  nChanged 359
		SP:Iteration 9Q (72768.250000 sec): 3 clusters
  Score: Raw -988234.982752 + Penalty 2996.626655 = -985238.356097
  nChanged 366
		SP:Iteration 10Q (72768.480000 sec): 3 clusters
  Score: Raw -988423.112614 + Penalty 2996.626655 = -985426.485959
  nChanged 358
		SP:Iteration 11Q (72768.700000 sec): 3 clusters
  Score: Raw -988626.411831 + Penalty 2996.626655 = -985629.785176
  nChanged 363
		SP:Iteration 12Q (72768.930000 sec): 3 clusters
  Score: Raw -988844.376455 + Penalty 2996.626655 = -985847.749800
  nChanged 328
		SP:Iteration 13Q (72769.150000 sec): 3 clusters
  Score: Raw -989052.067821 + Penalty 2996.626655 = -986055.441166
  nChanged 317
		SP:Iteration 14Q (72769.380000 sec): 3 clusters
  Score: Raw -989264.299673 + Penalty 2996.626655 = -986267.673018
  nChanged 258
		SP:Iteration 15Q (72769.600000 sec): 3 clusters
  Score: Raw -989436.657081 + Penalty 2996.626655 = -986440.030426
  nChanged 233
		SP:Iteration 16Q (72769.820000 sec): 3 clusters
  Score: Raw -989594.029170 + Penalty 2996.626655 = -986597.402515
  nChanged 184
		SP:Iteration 17Q (72770.050000 sec): 3 clusters
  Score: Raw -989722.862813 + Penalty 2996.626655 = -986726.236158
  nChanged 159
		SP:Iteration 18Q (72770.270000 sec): 3 clusters
  Score: Raw -989840.145553 + Penalty 2996.626655 = -986843.518898
  nChanged 116
		SP:Iteration 19Q (72770.500000 sec): 3 clusters
  Score: Raw -989927.331870 + Penalty 2996.626655 = -986930.705215
  nChanged 81
		SP:Iteration 20F (72770.720000 sec): 3 clusters
  Score: Raw -989989.695687 + Penalty 2996.626655 = -986993.069032
  nChanged 69
		SP:Iteration 21Q (72770.950000 sec): 3 clusters
  Score: Raw -990045.712334 + Penalty 2996.626655 = -987049.085679
  nChanged 62
		SP:Iteration 22Q (72771.090000 sec): 3 clusters
  Score: Raw -990099.958633 + Penalty 2996.626655 = -987103.331978
  nChanged 44
		SP:Iteration 23Q (72771.230000 sec): 3 clusters
  Score: Raw -990135.601194 + Penalty 2996.626655 = -987138.974539
  nChanged 36
		SP:Iteration 24Q (72771.420000 sec): 3 clusters
  Score: Raw -990168.264348 + Penalty 2996.626655 = -987171.637693
  nChanged 33
		SP:Iteration 25Q (72771.640000 sec): 3 clusters
  Score: Raw -990196.437740 + Penalty 2996.626655 = -987199.811085
  nChanged 23
		SP:Iteration 26Q (72771.830000 sec): 3 clusters
  Score: Raw -990212.655700 + Penalty 2996.626655 = -987216.029045
  nChanged 12
		SP:Iteration 27Q (72772.010000 sec): 3 clusters
  Score: Raw -990223.149863 + Penalty 2996.626655 = -987226.523208
  nChanged 12
		SP:Iteration 28Q (72772.190000 sec): 3 clusters
  Score: Raw -990233.720241 + Penalty 2996.626655 = -987237.093586
  nChanged 13
		SP:Iteration 29Q (72772.380000 sec): 3 clusters
  Score: Raw -990242.818424 + Penalty 2996.626655 = -987246.191769
  nChanged 6
		SP:Iteration 30Q (72772.600000 sec): 3 clusters
  Score: Raw -990247.879152 + Penalty 2996.626655 = -987251.252497
  nChanged 7
		SP:Iteration 31Q (72772.780000 sec): 3 clusters
  Score: Raw -990252.637977 + Penalty 2996.626655 = -987256.011322
  nChanged 5
		SP:Iteration 32Q (72773.010000 sec): 3 clusters
  Score: Raw -990256.265819 + Penalty 2996.626655 = -987259.639164
  nChanged 3
		SP:Iteration 33Q (72773.200000 sec): 3 clusters
  Score: Raw -990258.881328 + Penalty 2996.626655 = -987262.254673
  nChanged 4
		SP:Iteration 34Q (72773.340000 sec): 3 clusters
  Score: Raw -990261.567901 + Penalty 2996.626655 = -987264.941246
  nChanged 1
		SP:Iteration 35Q (72773.530000 sec): 3 clusters
  Score: Raw -990262.077337 + Penalty 2996.626655 = -987265.450682
  nChanged 0
		SP:Iteration 36F (72773.760000 sec): 3 clusters
  Score: Raw -990262.077337 + Penalty 2996.626655 = -987265.450682
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (10421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72773.910000 sec): 2 clusters
  Score: Raw -951707.623822 + Penalty 1503.381470 = -950204.242352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72774.190000 sec): 3 clusters
  Score: Raw -945816.654372 + Penalty 3006.762941 = -942809.891431
  nChanged 4457
		SP:Iteration 1F (72774.460000 sec): 3 clusters
  Score: Raw -948285.506219 + Penalty 3006.762941 = -945278.743278
  nChanged 688
		SP:Iteration 2F (72774.720000 sec): 3 clusters
  Score: Raw -948628.385268 + Penalty 3006.762941 = -945621.622327
  nChanged 625
		SP:Iteration 3F (72774.980000 sec): 3 clusters
  Score: Raw -948971.453101 + Penalty 3006.762941 = -945964.690160
  nChanged 661
		SP:Iteration 4F (72775.240000 sec): 3 clusters
  Score: Raw -949340.679129 + Penalty 3006.762941 = -946333.916188
  nChanged 587
		SP:Iteration 5F (72775.500000 sec): 3 clusters
  Score: Raw -949686.657181 + Penalty 3006.762941 = -946679.894240
  nChanged 598
		SP:Iteration 6F (72775.760000 sec): 3 clusters
  Score: Raw -950010.320738 + Penalty 3006.762941 = -947003.557797
  nChanged 504
		SP:Iteration 7Q (72776.020000 sec): 3 clusters
  Score: Raw -950290.026885 + Penalty 3006.762941 = -947283.263944
  nChanged 424
		SP:Iteration 8Q (72776.290000 sec): 3 clusters
  Score: Raw -950500.239376 + Penalty 3006.762941 = -947493.476435
  nChanged 355
		SP:Iteration 9Q (72776.550000 sec): 3 clusters
  Score: Raw -950657.329755 + Penalty 3006.762941 = -947650.566814
  nChanged 316
		SP:Iteration 10Q (72776.810000 sec): 3 clusters
  Score: Raw -950786.342335 + Penalty 3006.762941 = -947779.579394
  nChanged 261
		SP:Iteration 11Q (72777.080000 sec): 3 clusters
  Score: Raw -950881.123038 + Penalty 3006.762941 = -947874.360097
  nChanged 205
		SP:Iteration 12Q (72777.340000 sec): 3 clusters
  Score: Raw -950953.826252 + Penalty 3006.762941 = -947947.063311
  nChanged 161
		SP:Iteration 13Q (72777.600000 sec): 3 clusters
  Score: Raw -951003.268458 + Penalty 3006.762941 = -947996.505517
  nChanged 129
		SP:Iteration 14Q (72777.860000 sec): 3 clusters
  Score: Raw -951037.702183 + Penalty 3006.762941 = -948030.939242
  nChanged 112
		SP:Iteration 15Q (72778.120000 sec): 3 clusters
  Score: Raw -951068.201490 + Penalty 3006.762941 = -948061.438549
  nChanged 89
		SP:Iteration 16Q (72778.390000 sec): 3 clusters
  Score: Raw -951089.912895 + Penalty 3006.762941 = -948083.149954
  nChanged 77
		SP:Iteration 17Q (72778.650000 sec): 3 clusters
  Score: Raw -951107.826888 + Penalty 3006.762941 = -948101.063947
  nChanged 58
		SP:Iteration 18Q (72778.910000 sec): 3 clusters
  Score: Raw -951119.724503 + Penalty 3006.762941 = -948112.961562
  nChanged 53
		SP:Iteration 19Q (72779.180000 sec): 3 clusters
  Score: Raw -951129.641402 + Penalty 3006.762941 = -948122.878461
  nChanged 43
		SP:Iteration 20F (72779.440000 sec): 3 clusters
  Score: Raw -951138.378284 + Penalty 3006.762941 = -948131.615343
  nChanged 48
		SP:Iteration 21Q (72779.700000 sec): 3 clusters
  Score: Raw -951149.970339 + Penalty 3006.762941 = -948143.207398
  nChanged 53
		SP:Iteration 22Q (72779.960000 sec): 3 clusters
  Score: Raw -951162.684961 + Penalty 3006.762941 = -948155.922020
  nChanged 52
		SP:Iteration 23Q (72780.220000 sec): 3 clusters
  Score: Raw -951173.041644 + Penalty 3006.762941 = -948166.278703
  nChanged 43
		SP:Iteration 24Q (72780.490000 sec): 3 clusters
  Score: Raw -951180.984853 + Penalty 3006.762941 = -948174.221912
  nChanged 44
		SP:Iteration 25Q (72780.750000 sec): 3 clusters
  Score: Raw -951189.865785 + Penalty 3006.762941 = -948183.102844
  nChanged 41
		SP:Iteration 26Q (72781.010000 sec): 3 clusters
  Score: Raw -951199.182768 + Penalty 3006.762941 = -948192.419827
  nChanged 48
		SP:Iteration 27Q (72781.280000 sec): 3 clusters
  Score: Raw -951208.750003 + Penalty 3006.762941 = -948201.987062
  nChanged 49
		SP:Iteration 28Q (72781.540000 sec): 3 clusters
  Score: Raw -951220.549158 + Penalty 3006.762941 = -948213.786217
  nChanged 53
		SP:Iteration 29Q (72781.800000 sec): 3 clusters
  Score: Raw -951233.845931 + Penalty 3006.762941 = -948227.082990
  nChanged 60
		SP:Iteration 30Q (72782.060000 sec): 3 clusters
  Score: Raw -951250.306020 + Penalty 3006.762941 = -948243.543079
  nChanged 63
		SP:Iteration 31Q (72782.320000 sec): 3 clusters
  Score: Raw -951268.030174 + Penalty 3006.762941 = -948261.267233
  nChanged 67
		SP:Iteration 32Q (72782.580000 sec): 3 clusters
  Score: Raw -951286.255519 + Penalty 3006.762941 = -948279.492578
  nChanged 58
		SP:Iteration 33Q (72782.850000 sec): 3 clusters
  Score: Raw -951302.047079 + Penalty 3006.762941 = -948295.284138
  nChanged 63
		SP:Iteration 34Q (72783.110000 sec): 3 clusters
  Score: Raw -951317.366995 + Penalty 3006.762941 = -948310.604054
  nChanged 58
		SP:Iteration 35Q (72783.370000 sec): 3 clusters
  Score: Raw -951331.451600 + Penalty 3006.762941 = -948324.688659
  nChanged 53
		SP:Iteration 36Q (72783.640000 sec): 3 clusters
  Score: Raw -951344.054487 + Penalty 3006.762941 = -948337.291546
  nChanged 43
		SP:Iteration 37Q (72783.900000 sec): 3 clusters
  Score: Raw -951356.109263 + Penalty 3006.762941 = -948349.346322
  nChanged 46
		SP:Iteration 38Q (72784.160000 sec): 3 clusters
  Score: Raw -951368.808342 + Penalty 3006.762941 = -948362.045401
  nChanged 48
		SP:Iteration 39Q (72784.420000 sec): 3 clusters
  Score: Raw -951382.579364 + Penalty 3006.762941 = -948375.816423
  nChanged 44
		SP:Iteration 40F (72784.680000 sec): 3 clusters
  Score: Raw -951396.413318 + Penalty 3006.762941 = -948389.650377
  nChanged 48
		SP:Iteration 41Q (72784.950000 sec): 3 clusters
  Score: Raw -951410.568939 + Penalty 3006.762941 = -948403.805998
  nChanged 47
		SP:Iteration 42Q (72785.210000 sec): 3 clusters
  Score: Raw -951422.971186 + Penalty 3006.762941 = -948416.208245
  nChanged 44
		SP:Iteration 43Q (72785.470000 sec): 3 clusters
  Score: Raw -951437.237066 + Penalty 3006.762941 = -948430.474125
  nChanged 36
		SP:Iteration 44Q (72785.740000 sec): 3 clusters
  Score: Raw -951447.417834 + Penalty 3006.762941 = -948440.654893
  nChanged 39
		SP:Iteration 45Q (72786.000000 sec): 3 clusters
  Score: Raw -951460.433576 + Penalty 3006.762941 = -948453.670635
  nChanged 44
		SP:Iteration 46Q (72786.300000 sec): 3 clusters
  Score: Raw -951475.674293 + Penalty 3006.762941 = -948468.911352
  nChanged 56
		SP:Iteration 47Q (72786.490000 sec): 3 clusters
  Score: Raw -951495.135744 + Penalty 3006.762941 = -948488.372803
  nChanged 46
		SP:Iteration 48Q (72786.750000 sec): 3 clusters
  Score: Raw -951511.909710 + Penalty 3006.762941 = -948505.146769
  nChanged 53
		SP:Iteration 49Q (72787.010000 sec): 3 clusters
  Score: Raw -951531.674171 + Penalty 3006.762941 = -948524.911230
  nChanged 47
		SP:Iteration 50Q (72787.280000 sec): 3 clusters
  Score: Raw -951545.527601 + Penalty 3006.762941 = -948538.764660
  nChanged 35
		SP:Iteration 51Q (72787.540000 sec): 3 clusters
  Score: Raw -951558.422819 + Penalty 3006.762941 = -948551.659878
  nChanged 41
		SP:Iteration 52Q (72787.850000 sec): 3 clusters
  Score: Raw -951574.602577 + Penalty 3006.762941 = -948567.839636
  nChanged 42
		SP:Iteration 53Q (72788.030000 sec): 3 clusters
  Score: Raw -951590.447392 + Penalty 3006.762941 = -948583.684451
  nChanged 47
		SP:Iteration 54Q (72788.300000 sec): 3 clusters
  Score: Raw -951611.030902 + Penalty 3006.762941 = -948604.267961
  nChanged 47
		SP:Iteration 55Q (72788.560000 sec): 3 clusters
  Score: Raw -951635.392749 + Penalty 3006.762941 = -948628.629808
  nChanged 47
		SP:Iteration 56Q (72788.820000 sec): 3 clusters
  Score: Raw -951657.430201 + Penalty 3006.762941 = -948650.667260
  nChanged 41
		SP:Iteration 57Q (72789.080000 sec): 3 clusters
  Score: Raw -951675.087487 + Penalty 3006.762941 = -948668.324546
  nChanged 46
		SP:Iteration 58Q (72789.350000 sec): 3 clusters
  Score: Raw -951693.985950 + Penalty 3006.762941 = -948687.223009
  nChanged 38
		SP:Iteration 59Q (72789.610000 sec): 3 clusters
  Score: Raw -951709.793697 + Penalty 3006.762941 = -948703.030756
  nChanged 34
		SP:Iteration 60F (72789.870000 sec): 3 clusters
  Score: Raw -951726.304882 + Penalty 3006.762941 = -948719.541941
  nChanged 39
		SP:Iteration 61Q (72790.140000 sec): 3 clusters
  Score: Raw -951749.330509 + Penalty 3006.762941 = -948742.567568
  nChanged 39
		SP:Iteration 62Q (72790.400000 sec): 3 clusters
  Score: Raw -951768.568635 + Penalty 3006.762941 = -948761.805694
  nChanged 36
		SP:Iteration 63Q (72790.660000 sec): 3 clusters
  Score: Raw -951791.073518 + Penalty 3006.762941 = -948784.310577
  nChanged 33
		SP:Iteration 64Q (72790.920000 sec): 3 clusters
  Score: Raw -951813.537092 + Penalty 3006.762941 = -948806.774151
  nChanged 32
		SP:Iteration 65Q (72791.190000 sec): 3 clusters
  Score: Raw -951832.097469 + Penalty 3006.762941 = -948825.334528
  nChanged 28
		SP:Iteration 66Q (72791.450000 sec): 3 clusters
  Score: Raw -951851.458374 + Penalty 3006.762941 = -948844.695433
  nChanged 25
		SP:Iteration 67Q (72791.680000 sec): 3 clusters
  Score: Raw -951869.076103 + Penalty 3006.762941 = -948862.313162
  nChanged 26
		SP:Iteration 68Q (72791.940000 sec): 3 clusters
  Score: Raw -951882.189516 + Penalty 3006.762941 = -948875.426575
  nChanged 22
		SP:Iteration 69Q (72792.150000 sec): 3 clusters
  Score: Raw -951896.598698 + Penalty 3006.762941 = -948889.835757
  nChanged 18
		SP:Iteration 70Q (72792.420000 sec): 3 clusters
  Score: Raw -951907.175830 + Penalty 3006.762941 = -948900.412889
  nChanged 21
		SP:Iteration 71Q (72792.640000 sec): 3 clusters
  Score: Raw -951917.471075 + Penalty 3006.762941 = -948910.708134
  nChanged 16
		SP:Iteration 72Q (72792.860000 sec): 3 clusters
  Score: Raw -951926.022913 + Penalty 3006.762941 = -948919.259972
  nChanged 11
		SP:Iteration 73Q (72793.080000 sec): 3 clusters
  Score: Raw -951931.178115 + Penalty 3006.762941 = -948924.415174
  nChanged 6
		SP:Iteration 74Q (72793.300000 sec): 3 clusters
  Score: Raw -951935.242056 + Penalty 3006.762941 = -948928.479115
  nChanged 7
		SP:Iteration 75Q (72793.520000 sec): 3 clusters
  Score: Raw -951940.639559 + Penalty 3006.762941 = -948933.876618
  nChanged 7
		SP:Iteration 76Q (72793.740000 sec): 3 clusters
  Score: Raw -951943.831583 + Penalty 3006.762941 = -948937.068642
  nChanged 3
		SP:Iteration 77Q (72793.970000 sec): 3 clusters
  Score: Raw -951945.547127 + Penalty 3006.762941 = -948938.784186
  nChanged 3
		SP:Iteration 78Q (72794.190000 sec): 3 clusters
  Score: Raw -951946.972454 + Penalty 3006.762941 = -948940.209513
  nChanged 2
		SP:Iteration 79Q (72794.410000 sec): 3 clusters
  Score: Raw -951948.008806 + Penalty 3006.762941 = -948941.245865
  nChanged 5
		SP:Iteration 80F (72794.670000 sec): 3 clusters
  Score: Raw -951950.748866 + Penalty 3006.762941 = -948943.985925
  nChanged 4
		SP:Iteration 81Q (72794.930000 sec): 3 clusters
  Score: Raw -951952.563088 + Penalty 3006.762941 = -948945.800147
  nChanged 3
		SP:Iteration 82Q (72795.130000 sec): 3 clusters
  Score: Raw -951954.128351 + Penalty 3006.762941 = -948947.365410
  nChanged 2
		SP:Iteration 83Q (72795.390000 sec): 3 clusters
  Score: Raw -951954.828321 + Penalty 3006.762941 = -948948.065380
  nChanged 2
		SP:Iteration 84Q (72795.610000 sec): 3 clusters
  Score: Raw -951955.937754 + Penalty 3006.762941 = -948949.174813
  nChanged 5
		SP:Iteration 85Q (72795.820000 sec): 3 clusters
  Score: Raw -951958.381037 + Penalty 3006.762941 = -948951.618096
  nChanged 2
		SP:Iteration 86Q (72796.050000 sec): 3 clusters
  Score: Raw -951959.404820 + Penalty 3006.762941 = -948952.641879
  nChanged 2
		SP:Iteration 87Q (72796.270000 sec): 3 clusters
  Score: Raw -951960.424434 + Penalty 3006.762941 = -948953.661493
  nChanged 4
		SP:Iteration 88Q (72796.490000 sec): 3 clusters
  Score: Raw -951961.149784 + Penalty 3006.762941 = -948954.386843
  nChanged 0
		SP:Iteration 89F (72796.750000 sec): 3 clusters
  Score: Raw -951961.149784 + Penalty 3006.762941 = -948954.386843
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (20228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72796.970000 sec): 2 clusters
  Score: Raw -1914792.631488 + Penalty 1611.158748 = -1913181.472741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72797.290000 sec): 3 clusters
  Score: Raw -1902695.439458 + Penalty 3222.317495 = -1899473.121963
  nChanged 9107
		SP:Iteration 1F (72797.650000 sec): 3 clusters
  Score: Raw -1907905.991383 + Penalty 3222.317495 = -1904683.673888
  nChanged 1088
		SP:Iteration 2F (72797.960000 sec): 3 clusters
  Score: Raw -1908358.801410 + Penalty 3222.317495 = -1905136.483915
  nChanged 1099
		SP:Iteration 3F (72798.320000 sec): 3 clusters
  Score: Raw -1908850.998887 + Penalty 3222.317495 = -1905628.681392
  nChanged 1067
		SP:Iteration 4F (72798.640000 sec): 3 clusters
  Score: Raw -1909327.382211 + Penalty 3222.317495 = -1906105.064716
  nChanged 1013
		SP:Iteration 5F (72799.000000 sec): 3 clusters
  Score: Raw -1909784.487807 + Penalty 3222.317495 = -1906562.170312
  nChanged 1012
		SP:Iteration 6F (72799.310000 sec): 3 clusters
  Score: Raw -1910267.282545 + Penalty 3222.317495 = -1907044.965050
  nChanged 1030
		SP:Iteration 7F (72799.670000 sec): 3 clusters
  Score: Raw -1910712.681889 + Penalty 3222.317495 = -1907490.364393
  nChanged 893
		SP:Iteration 8Q (72799.980000 sec): 3 clusters
  Score: Raw -1911089.575055 + Penalty 3222.317495 = -1907867.257560
  nChanged 795
		SP:Iteration 9Q (72800.340000 sec): 3 clusters
  Score: Raw -1911430.965290 + Penalty 3222.317495 = -1908208.647795
  nChanged 749
		SP:Iteration 10Q (72800.660000 sec): 3 clusters
  Score: Raw -1911778.554052 + Penalty 3222.317495 = -1908556.236557
  nChanged 715
		SP:Iteration 11Q (72801.020000 sec): 3 clusters
  Score: Raw -1912107.349690 + Penalty 3222.317495 = -1908885.032194
  nChanged 653
		SP:Iteration 12Q (72801.330000 sec): 3 clusters
  Score: Raw -1912416.589840 + Penalty 3222.317495 = -1909194.272345
  nChanged 596
		SP:Iteration 13Q (72801.690000 sec): 3 clusters
  Score: Raw -1912690.912845 + Penalty 3222.317495 = -1909468.595350
  nChanged 538
		SP:Iteration 14Q (72802.000000 sec): 3 clusters
  Score: Raw -1912958.737277 + Penalty 3222.317495 = -1909736.419782
  nChanged 523
		SP:Iteration 15Q (72802.360000 sec): 3 clusters
  Score: Raw -1913249.381762 + Penalty 3222.317495 = -1910027.064267
  nChanged 524
		SP:Iteration 16Q (72802.680000 sec): 3 clusters
  Score: Raw -1913567.822117 + Penalty 3222.317495 = -1910345.504621
  nChanged 466
		SP:Iteration 17Q (72803.040000 sec): 3 clusters
  Score: Raw -1913858.951291 + Penalty 3222.317495 = -1910636.633796
  nChanged 442
		SP:Iteration 18Q (72803.350000 sec): 3 clusters
  Score: Raw -1914151.935330 + Penalty 3222.317495 = -1910929.617835
  nChanged 345
		SP:Iteration 19Q (72803.710000 sec): 3 clusters
  Score: Raw -1914389.631304 + Penalty 3222.317495 = -1911167.313808
  nChanged 249
		SP:Iteration 20F (72804.030000 sec): 3 clusters
  Score: Raw -1914565.193074 + Penalty 3222.317495 = -1911342.875579
  nChanged 164
		SP:Iteration 21Q (72804.340000 sec): 3 clusters
  Score: Raw -1914677.831595 + Penalty 3222.317495 = -1911455.514100
  nChanged 114
		SP:Iteration 22Q (72804.660000 sec): 3 clusters
  Score: Raw -1914763.730794 + Penalty 3222.317495 = -1911541.413299
  nChanged 84
		SP:Iteration 23Q (72804.980000 sec): 3 clusters
  Score: Raw -1914821.107201 + Penalty 3222.317495 = -1911598.789706
  nChanged 55
		SP:Iteration 24Q (72805.290000 sec): 3 clusters
  Score: Raw -1914866.037502 + Penalty 3222.317495 = -1911643.720007
  nChanged 44
		SP:Iteration 25Q (72805.610000 sec): 3 clusters
  Score: Raw -1914908.519737 + Penalty 3222.317495 = -1911686.202241
  nChanged 47
		SP:Iteration 26Q (72805.880000 sec): 3 clusters
  Score: Raw -1914946.743465 + Penalty 3222.317495 = -1911724.425969
  nChanged 27
		SP:Iteration 27Q (72806.150000 sec): 3 clusters
  Score: Raw -1914966.308369 + Penalty 3222.317495 = -1911743.990874
  nChanged 17
		SP:Iteration 28Q (72806.420000 sec): 3 clusters
  Score: Raw -1914978.078718 + Penalty 3222.317495 = -1911755.761223
  nChanged 16
		SP:Iteration 29Q (72806.730000 sec): 3 clusters
  Score: Raw -1914986.299357 + Penalty 3222.317495 = -1911763.981862
  nChanged 12
		SP:Iteration 30Q (72807.010000 sec): 3 clusters
  Score: Raw -1914994.954738 + Penalty 3222.317495 = -1911772.637243
  nChanged 9
		SP:Iteration 31Q (72807.330000 sec): 3 clusters
  Score: Raw -1915002.184690 + Penalty 3222.317495 = -1911779.867195
  nChanged 10
		SP:Iteration 32Q (72807.640000 sec): 3 clusters
  Score: Raw -1915012.302691 + Penalty 3222.317495 = -1911789.985196
  nChanged 15
		SP:Iteration 33Q (72807.950000 sec): 3 clusters
  Score: Raw -1915024.527438 + Penalty 3222.317495 = -1911802.209943
  nChanged 13
		SP:Iteration 34Q (72808.220000 sec): 3 clusters
  Score: Raw -1915035.985059 + Penalty 3222.317495 = -1911813.667564
  nChanged 10
		SP:Iteration 35Q (72808.500000 sec): 3 clusters
  Score: Raw -1915045.507959 + Penalty 3222.317495 = -1911823.190464
  nChanged 11
		SP:Iteration 36Q (72808.770000 sec): 3 clusters
  Score: Raw -1915053.498518 + Penalty 3222.317495 = -1911831.181023
  nChanged 4
		SP:Iteration 37Q (72809.040000 sec): 3 clusters
  Score: Raw -1915057.216566 + Penalty 3222.317495 = -1911834.899070
  nChanged 5
		SP:Iteration 38Q (72809.320000 sec): 3 clusters
  Score: Raw -1915060.848191 + Penalty 3222.317495 = -1911838.530695
  nChanged 5
		SP:Iteration 39Q (72809.590000 sec): 3 clusters
  Score: Raw -1915067.319263 + Penalty 3222.317495 = -1911845.001768
  nChanged 4
		SP:Iteration 40F (72809.900000 sec): 3 clusters
  Score: Raw -1915070.382023 + Penalty 3222.317495 = -1911848.064528
  nChanged 3
		SP:Iteration 41Q (72810.140000 sec): 3 clusters
  Score: Raw -1915073.138547 + Penalty 3222.317495 = -1911850.821051
  nChanged 7
		SP:Iteration 42Q (72810.440000 sec): 3 clusters
  Score: Raw -1915078.564948 + Penalty 3222.317495 = -1911856.247453
  nChanged 1
		SP:Iteration 43Q (72810.760000 sec): 3 clusters
  Score: Raw -1915078.927921 + Penalty 3222.317495 = -1911856.610426
  nChanged 2
		SP:Iteration 44Q (72811.030000 sec): 3 clusters
  Score: Raw -1915080.689038 + Penalty 3222.317495 = -1911858.371543
  nChanged 1
		SP:Iteration 45Q (72811.300000 sec): 3 clusters
  Score: Raw -1915081.431156 + Penalty 3222.317495 = -1911859.113660
  nChanged 3
		SP:Iteration 46Q (72811.620000 sec): 3 clusters
  Score: Raw -1915082.931360 + Penalty 3222.317495 = -1911860.613865
  nChanged 1
		SP:Iteration 47Q (72811.930000 sec): 3 clusters
  Score: Raw -1915083.076755 + Penalty 3222.317495 = -1911860.759260
  nChanged 0
		SP:Iteration 48F (72812.290000 sec): 3 clusters
  Score: Raw -1915083.076755 + Penalty 3222.317495 = -1911860.759260
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (3205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72812.400000 sec): 2 clusters
  Score: Raw -259884.757450 + Penalty 1311.775948 = -258572.981502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72812.570000 sec): 3 clusters
  Score: Raw -258368.535241 + Penalty 2623.551895 = -255744.983346
  nChanged 1250
		SP:Iteration 1F (72812.750000 sec): 3 clusters
  Score: Raw -259258.790829 + Penalty 2623.551895 = -256635.238933
  nChanged 292
		SP:Iteration 2F (72812.920000 sec): 3 clusters
  Score: Raw -259507.034308 + Penalty 2623.551895 = -256883.482413
  nChanged 210
		SP:Iteration 3F (72813.100000 sec): 3 clusters
  Score: Raw -259681.786349 + Penalty 2623.551895 = -257058.234454
  nChanged 168
		SP:Iteration 4F (72813.280000 sec): 3 clusters
  Score: Raw -259806.464857 + Penalty 2623.551895 = -257182.912962
  nChanged 120
		SP:Iteration 5Q (72813.450000 sec): 3 clusters
  Score: Raw -259887.201505 + Penalty 2623.551895 = -257263.649610
  nChanged 99
		SP:Iteration 6Q (72813.630000 sec): 3 clusters
  Score: Raw -259943.196664 + Penalty 2623.551895 = -257319.644769
  nChanged 59
		SP:Iteration 7Q (72813.800000 sec): 3 clusters
  Score: Raw -259976.000282 + Penalty 2623.551895 = -257352.448387
  nChanged 47
		SP:Iteration 8Q (72813.980000 sec): 3 clusters
  Score: Raw -260000.401151 + Penalty 2623.551895 = -257376.849256
  nChanged 33
		SP:Iteration 9Q (72814.160000 sec): 3 clusters
  Score: Raw -260017.943908 + Penalty 2623.551895 = -257394.392013
  nChanged 28
		SP:Iteration 10Q (72814.330000 sec): 3 clusters
  Score: Raw -260032.902030 + Penalty 2623.551895 = -257409.350135
  nChanged 25
		SP:Iteration 11Q (72814.510000 sec): 3 clusters
  Score: Raw -260047.399376 + Penalty 2623.551895 = -257423.847481
  nChanged 29
		SP:Iteration 12Q (72814.680000 sec): 3 clusters
  Score: Raw -260058.962892 + Penalty 2623.551895 = -257435.410997
  nChanged 22
		SP:Iteration 13Q (72814.860000 sec): 3 clusters
  Score: Raw -260068.253890 + Penalty 2623.551895 = -257444.701995
  nChanged 20
		SP:Iteration 14Q (72815.040000 sec): 3 clusters
  Score: Raw -260075.447449 + Penalty 2623.551895 = -257451.895554
  nChanged 13
		SP:Iteration 15Q (72815.210000 sec): 3 clusters
  Score: Raw -260079.562389 + Penalty 2623.551895 = -257456.010494
  nChanged 12
		SP:Iteration 16Q (72815.390000 sec): 3 clusters
  Score: Raw -260084.184465 + Penalty 2623.551895 = -257460.632570
  nChanged 12
		SP:Iteration 17Q (72815.560000 sec): 3 clusters
  Score: Raw -260089.372639 + Penalty 2623.551895 = -257465.820744
  nChanged 9
		SP:Iteration 18Q (72815.740000 sec): 3 clusters
  Score: Raw -260093.566961 + Penalty 2623.551895 = -257470.015066
  nChanged 11
		SP:Iteration 19Q (72815.810000 sec): 3 clusters
  Score: Raw -260098.360860 + Penalty 2623.551895 = -257474.808965
  nChanged 11
		SP:Iteration 20F (72815.870000 sec): 3 clusters
  Score: Raw -260103.975419 + Penalty 2623.551895 = -257480.423524
  nChanged 14
		SP:Iteration 21Q (72815.940000 sec): 3 clusters
  Score: Raw -260111.113266 + Penalty 2623.551895 = -257487.561371
  nChanged 16
		SP:Iteration 22Q (72816.000000 sec): 3 clusters
  Score: Raw -260118.689531 + Penalty 2623.551895 = -257495.137636
  nChanged 10
		SP:Iteration 23Q (72816.070000 sec): 3 clusters
  Score: Raw -260123.208902 + Penalty 2623.551895 = -257499.657007
  nChanged 8
		SP:Iteration 24Q (72816.140000 sec): 3 clusters
  Score: Raw -260125.180074 + Penalty 2623.551895 = -257501.628179
  nChanged 7
		SP:Iteration 25Q (72816.200000 sec): 3 clusters
  Score: Raw -260127.972574 + Penalty 2623.551895 = -257504.420679
  nChanged 6
		SP:Iteration 26Q (72816.270000 sec): 3 clusters
  Score: Raw -260130.507850 + Penalty 2623.551895 = -257506.955955
  nChanged 8
		SP:Iteration 27Q (72816.420000 sec): 3 clusters
  Score: Raw -260132.531210 + Penalty 2623.551895 = -257508.979315
  nChanged 3
		SP:Iteration 28Q (72816.480000 sec): 3 clusters
  Score: Raw -260134.367330 + Penalty 2623.551895 = -257510.815435
  nChanged 6
		SP:Iteration 29Q (72816.550000 sec): 3 clusters
  Score: Raw -260137.885404 + Penalty 2623.551895 = -257514.333509
  nChanged 10
		SP:Iteration 30Q (72816.620000 sec): 3 clusters
  Score: Raw -260141.609430 + Penalty 2623.551895 = -257518.057535
  nChanged 6
		SP:Iteration 31Q (72816.690000 sec): 3 clusters
  Score: Raw -260144.223393 + Penalty 2623.551895 = -257520.671498
  nChanged 9
		SP:Iteration 32Q (72816.760000 sec): 3 clusters
  Score: Raw -260147.852750 + Penalty 2623.551895 = -257524.300855
  nChanged 7
		SP:Iteration 33Q (72816.820000 sec): 3 clusters
  Score: Raw -260151.608663 + Penalty 2623.551895 = -257528.056768
  nChanged 8
		SP:Iteration 34Q (72816.890000 sec): 3 clusters
  Score: Raw -260154.558687 + Penalty 2623.551895 = -257531.006792
  nChanged 6
		SP:Iteration 35Q (72816.950000 sec): 3 clusters
  Score: Raw -260156.336106 + Penalty 2623.551895 = -257532.784211
  nChanged 5
		SP:Iteration 36Q (72817.020000 sec): 3 clusters
  Score: Raw -260158.275263 + Penalty 2623.551895 = -257534.723368
  nChanged 4
		SP:Iteration 37Q (72817.080000 sec): 3 clusters
  Score: Raw -260159.429886 + Penalty 2623.551895 = -257535.877991
  nChanged 1
		SP:Iteration 38Q (72817.150000 sec): 3 clusters
  Score: Raw -260159.879180 + Penalty 2623.551895 = -257536.327285
  nChanged 1
		SP:Iteration 39Q (72817.210000 sec): 3 clusters
  Score: Raw -260159.946374 + Penalty 2623.551895 = -257536.394479
  nChanged 0
		SP:Iteration 40F (72817.420000 sec): 3 clusters
  Score: Raw -260159.946374 + Penalty 2623.551895 = -257536.394479
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72817.500000 sec): 2 clusters
  Score: Raw -80848.480899 + Penalty 1136.812000 = -79711.668899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72817.680000 sec): 3 clusters
  Score: Raw -80521.564357 + Penalty 2273.624001 = -78247.940356
  nChanged 356
		SP:Iteration 1F (72817.800000 sec): 3 clusters
  Score: Raw -80978.740199 + Penalty 2273.624001 = -78705.116198
  nChanged 98
		SP:Iteration 2F (72817.980000 sec): 3 clusters
  Score: Raw -81091.699715 + Penalty 2273.624001 = -78818.075715
  nChanged 53
		SP:Iteration 3Q (72818.160000 sec): 3 clusters
  Score: Raw -81180.100296 + Penalty 2273.624001 = -78906.476296
  nChanged 44
		SP:Iteration 4Q (72818.330000 sec): 3 clusters
  Score: Raw -81255.212752 + Penalty 2273.624001 = -78981.588751
  nChanged 41
		SP:Iteration 5Q (72818.510000 sec): 3 clusters
  Score: Raw -81317.039149 + Penalty 2273.624001 = -79043.415148
  nChanged 28
		SP:Iteration 6Q (72818.680000 sec): 3 clusters
  Score: Raw -81347.744216 + Penalty 2273.624001 = -79074.120215
  nChanged 19
		SP:Iteration 7Q (72818.860000 sec): 3 clusters
  Score: Raw -81373.136463 + Penalty 2273.624001 = -79099.512462
  nChanged 20
		SP:Iteration 8Q (72819.030000 sec): 3 clusters
  Score: Raw -81391.136803 + Penalty 2273.624001 = -79117.512802
  nChanged 9
		SP:Iteration 9Q (72819.210000 sec): 3 clusters
  Score: Raw -81399.221245 + Penalty 2273.624001 = -79125.597244
  nChanged 5
		SP:Iteration 10Q (72819.380000 sec): 3 clusters
  Score: Raw -81401.576960 + Penalty 2273.624001 = -79127.952959
  nChanged 2
		SP:Iteration 11Q (72819.560000 sec): 3 clusters
  Score: Raw -81402.460127 + Penalty 2273.624001 = -79128.836127
  nChanged 2
		SP:Iteration 12Q (72819.740000 sec): 3 clusters
  Score: Raw -81404.638695 + Penalty 2273.624001 = -79131.014694
  nChanged 3
		SP:Iteration 13Q (72819.910000 sec): 3 clusters
  Score: Raw -81411.847718 + Penalty 2273.624001 = -79138.223717
  nChanged 8
		SP:Iteration 14Q (72820.090000 sec): 3 clusters
  Score: Raw -81420.538969 + Penalty 2273.624001 = -79146.914968
  nChanged 7
		SP:Iteration 15Q (72820.260000 sec): 3 clusters
  Score: Raw -81429.704466 + Penalty 2273.624001 = -79156.080466
  nChanged 10
		SP:Iteration 16Q (72820.440000 sec): 3 clusters
  Score: Raw -81446.272746 + Penalty 2273.624001 = -79172.648745
  nChanged 5
		SP:Iteration 17Q (72820.620000 sec): 3 clusters
  Score: Raw -81449.856875 + Penalty 2273.624001 = -79176.232874
  nChanged 3
		SP:Iteration 18Q (72820.790000 sec): 3 clusters
  Score: Raw -81454.595775 + Penalty 2273.624001 = -79180.971774
  nChanged 4
		SP:Iteration 19Q (72820.970000 sec): 3 clusters
  Score: Raw -81458.703887 + Penalty 2273.624001 = -79185.079886
  nChanged 5
		SP:Iteration 20F (72821.140000 sec): 3 clusters
  Score: Raw -81466.857186 + Penalty 2273.624001 = -79193.233185
  nChanged 7
		SP:Iteration 21Q (72821.320000 sec): 3 clusters
  Score: Raw -81475.978316 + Penalty 2273.624001 = -79202.354315
  nChanged 9
		SP:Iteration 22Q (72821.500000 sec): 3 clusters
  Score: Raw -81483.263620 + Penalty 2273.624001 = -79209.639619
  nChanged 2
		SP:Iteration 23Q (72821.670000 sec): 3 clusters
  Score: Raw -81486.360770 + Penalty 2273.624001 = -79212.736769
  nChanged 1
		SP:Iteration 24Q (72821.850000 sec): 3 clusters
  Score: Raw -81490.395863 + Penalty 2273.624001 = -79216.771862
  nChanged 1
		SP:Iteration 25Q (72822.020000 sec): 3 clusters
  Score: Raw -81490.999010 + Penalty 2273.624001 = -79217.375009
  nChanged 3
		SP:Iteration 26Q (72822.200000 sec): 3 clusters
  Score: Raw -81496.126226 + Penalty 2273.624001 = -79222.502225
  nChanged 4
		SP:Iteration 27Q (72822.380000 sec): 3 clusters
  Score: Raw -81502.258274 + Penalty 2273.624001 = -79228.634273
  nChanged 8
		SP:Iteration 28Q (72822.550000 sec): 3 clusters
  Score: Raw -81510.093527 + Penalty 2273.624001 = -79236.469526
  nChanged 3
		SP:Iteration 29Q (72822.730000 sec): 3 clusters
  Score: Raw -81512.211304 + Penalty 2273.624001 = -79238.587303
  nChanged 3
		SP:Iteration 30Q (72822.900000 sec): 3 clusters
  Score: Raw -81515.290837 + Penalty 2273.624001 = -79241.666837
  nChanged 5
		SP:Iteration 31Q (72823.080000 sec): 3 clusters
  Score: Raw -81519.479143 + Penalty 2273.624001 = -79245.855142
  nChanged 3
		SP:Iteration 32Q (72823.260000 sec): 3 clusters
  Score: Raw -81522.129667 + Penalty 2273.624001 = -79248.505666
  nChanged 1
		SP:Iteration 33Q (72823.430000 sec): 3 clusters
  Score: Raw -81523.765971 + Penalty 2273.624001 = -79250.141970
  nChanged 1
		SP:Iteration 34Q (72823.610000 sec): 3 clusters
  Score: Raw -81526.295976 + Penalty 2273.624001 = -79252.671975
  nChanged 2
		SP:Iteration 35Q (72823.780000 sec): 3 clusters
  Score: Raw -81527.850048 + Penalty 2273.624001 = -79254.226047
  nChanged 1
		SP:Iteration 36Q (72823.960000 sec): 3 clusters
  Score: Raw -81529.453730 + Penalty 2273.624001 = -79255.829729
  nChanged 3
		SP:Iteration 37Q (72824.130000 sec): 3 clusters
  Score: Raw -81532.295398 + Penalty 2273.624001 = -79258.671397
  nChanged 2
		SP:Iteration 38Q (72824.310000 sec): 3 clusters
  Score: Raw -81535.175186 + Penalty 2273.624001 = -79261.551185
  nChanged 2
		SP:Iteration 39Q (72824.480000 sec): 3 clusters
  Score: Raw -81539.996601 + Penalty 2273.624001 = -79266.372600
  nChanged 5
		SP:Iteration 40F (72824.660000 sec): 3 clusters
  Score: Raw -81547.825559 + Penalty 2273.624001 = -79274.201558
  nChanged 7
		SP:Iteration 41Q (72824.840000 sec): 3 clusters
  Score: Raw -81554.580146 + Penalty 2273.624001 = -79280.956145
  nChanged 4
		SP:Iteration 42Q (72825.010000 sec): 3 clusters
  Score: Raw -81557.974635 + Penalty 2273.624001 = -79284.350634
  nChanged 2
		SP:Iteration 43Q (72825.190000 sec): 3 clusters
  Score: Raw -81559.243455 + Penalty 2273.624001 = -79285.619454
  nChanged 2
		SP:Iteration 44Q (72825.360000 sec): 3 clusters
  Score: Raw -81560.110943 + Penalty 2273.624001 = -79286.486942
  nChanged 0
		SP:Iteration 45F (72825.540000 sec): 3 clusters
  Score: Raw -81560.110943 + Penalty 2273.624001 = -79286.486942
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (6120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72825.640000 sec): 2 clusters
  Score: Raw -541432.840067 + Penalty 1416.889074 = -540015.950994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72825.850000 sec): 3 clusters
  Score: Raw -538246.095995 + Penalty 2833.778147 = -535412.317848
  nChanged 2544
		SP:Iteration 1F (72826.060000 sec): 3 clusters
  Score: Raw -540231.270191 + Penalty 2833.778147 = -537397.492044
  nChanged 617
		SP:Iteration 2F (72826.230000 sec): 3 clusters
  Score: Raw -540856.246209 + Penalty 2833.778147 = -538022.468062
  nChanged 491
		SP:Iteration 3F (72826.400000 sec): 3 clusters
  Score: Raw -541296.139854 + Penalty 2833.778147 = -538462.361707
  nChanged 380
		SP:Iteration 4F (72826.560000 sec): 3 clusters
  Score: Raw -541584.675486 + Penalty 2833.778147 = -538750.897339
  nChanged 284
		SP:Iteration 5Q (72826.730000 sec): 3 clusters
  Score: Raw -541749.215739 + Penalty 2833.778147 = -538915.437592
  nChanged 179
		SP:Iteration 6Q (72826.900000 sec): 3 clusters
  Score: Raw -541831.657470 + Penalty 2833.778147 = -538997.879323
  nChanged 145
		SP:Iteration 7Q (72827.150000 sec): 3 clusters
  Score: Raw -541896.836964 + Penalty 2833.778147 = -539063.058816
  nChanged 101
		SP:Iteration 8Q (72827.240000 sec): 3 clusters
  Score: Raw -541941.044063 + Penalty 2833.778147 = -539107.265916
  nChanged 90
		SP:Iteration 9Q (72827.360000 sec): 3 clusters
  Score: Raw -541976.631954 + Penalty 2833.778147 = -539142.853807
  nChanged 71
		SP:Iteration 10Q (72827.460000 sec): 3 clusters
  Score: Raw -542000.982737 + Penalty 2833.778147 = -539167.204590
  nChanged 48
		SP:Iteration 11Q (72827.560000 sec): 3 clusters
  Score: Raw -542010.781634 + Penalty 2833.778147 = -539177.003487
  nChanged 33
		SP:Iteration 12Q (72827.660000 sec): 3 clusters
  Score: Raw -542019.054472 + Penalty 2833.778147 = -539185.276325
  nChanged 32
		SP:Iteration 13Q (72827.760000 sec): 3 clusters
  Score: Raw -542028.329322 + Penalty 2833.778147 = -539194.551175
  nChanged 31
		SP:Iteration 14Q (72827.860000 sec): 3 clusters
  Score: Raw -542035.081339 + Penalty 2833.778147 = -539201.303192
  nChanged 25
		SP:Iteration 15Q (72827.960000 sec): 3 clusters
  Score: Raw -542043.233219 + Penalty 2833.778147 = -539209.455072
  nChanged 26
		SP:Iteration 16Q (72828.060000 sec): 3 clusters
  Score: Raw -542050.734432 + Penalty 2833.778147 = -539216.956285
  nChanged 26
		SP:Iteration 17Q (72828.160000 sec): 3 clusters
  Score: Raw -542054.639625 + Penalty 2833.778147 = -539220.861478
  nChanged 12
		SP:Iteration 18Q (72828.260000 sec): 3 clusters
  Score: Raw -542056.936585 + Penalty 2833.778147 = -539223.158438
  nChanged 16
		SP:Iteration 19Q (72828.350000 sec): 3 clusters
  Score: Raw -542059.557622 + Penalty 2833.778147 = -539225.779475
  nChanged 10
		SP:Iteration 20F (72828.450000 sec): 3 clusters
  Score: Raw -542061.212000 + Penalty 2833.778147 = -539227.433853
  nChanged 10
		SP:Iteration 21Q (72828.550000 sec): 3 clusters
  Score: Raw -542062.659484 + Penalty 2833.778147 = -539228.881337
  nChanged 6
		SP:Iteration 22Q (72828.650000 sec): 3 clusters
  Score: Raw -542063.493402 + Penalty 2833.778147 = -539229.715255
  nChanged 3
		SP:Iteration 23Q (72828.750000 sec): 3 clusters
  Score: Raw -542064.263126 + Penalty 2833.778147 = -539230.484979
  nChanged 0
		SP:Iteration 24F (72828.840000 sec): 3 clusters
  Score: Raw -542064.263126 + Penalty 2833.778147 = -539230.484979
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (2393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72828.950000 sec): 2 clusters
  Score: Raw -159811.429293 + Penalty 1264.299252 = -158547.130041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72829.120000 sec): 3 clusters
  Score: Raw -158715.936700 + Penalty 2528.598504 = -156187.338197
  nChanged 871
		SP:Iteration 1F (72829.300000 sec): 3 clusters
  Score: Raw -159378.152886 + Penalty 2528.598504 = -156849.554382
  nChanged 248
		SP:Iteration 2F (72829.470000 sec): 3 clusters
  Score: Raw -159616.737289 + Penalty 2528.598504 = -157088.138786
  nChanged 154
		SP:Iteration 3F (72829.650000 sec): 3 clusters
  Score: Raw -159740.939357 + Penalty 2528.598504 = -157212.340854
  nChanged 109
		SP:Iteration 4Q (72829.830000 sec): 3 clusters
  Score: Raw -159837.204227 + Penalty 2528.598504 = -157308.605723
  nChanged 105
		SP:Iteration 5Q (72830.000000 sec): 3 clusters
  Score: Raw -159931.721923 + Penalty 2528.598504 = -157403.123420
  nChanged 90
		SP:Iteration 6Q (72830.180000 sec): 3 clusters
  Score: Raw -160023.356033 + Penalty 2528.598504 = -157494.757530
  nChanged 81
		SP:Iteration 7Q (72830.350000 sec): 3 clusters
  Score: Raw -160105.182563 + Penalty 2528.598504 = -157576.584059
  nChanged 71
		SP:Iteration 8Q (72830.530000 sec): 3 clusters
  Score: Raw -160173.490421 + Penalty 2528.598504 = -157644.891917
  nChanged 68
		SP:Iteration 9Q (72830.710000 sec): 3 clusters
  Score: Raw -160227.958704 + Penalty 2528.598504 = -157699.360200
  nChanged 49
		SP:Iteration 10Q (72830.880000 sec): 3 clusters
  Score: Raw -160275.299037 + Penalty 2528.598504 = -157746.700533
  nChanged 27
		SP:Iteration 11Q (72831.050000 sec): 3 clusters
  Score: Raw -160287.279755 + Penalty 2528.598504 = -157758.681251
  nChanged 20
		SP:Iteration 12Q (72831.210000 sec): 3 clusters
  Score: Raw -160301.848703 + Penalty 2528.598504 = -157773.250200
  nChanged 22
		SP:Iteration 13Q (72831.370000 sec): 3 clusters
  Score: Raw -160319.101825 + Penalty 2528.598504 = -157790.503322
  nChanged 29
		SP:Iteration 14Q (72831.540000 sec): 3 clusters
  Score: Raw -160337.776134 + Penalty 2528.598504 = -157809.177630
  nChanged 32
		SP:Iteration 15Q (72831.700000 sec): 3 clusters
  Score: Raw -160360.541780 + Penalty 2528.598504 = -157831.943277
  nChanged 32
		SP:Iteration 16Q (72831.860000 sec): 3 clusters
  Score: Raw -160383.022713 + Penalty 2528.598504 = -157854.424210
  nChanged 36
		SP:Iteration 17Q (72832.030000 sec): 3 clusters
  Score: Raw -160403.072299 + Penalty 2528.598504 = -157874.473795
  nChanged 24
		SP:Iteration 18Q (72832.190000 sec): 3 clusters
  Score: Raw -160417.026677 + Penalty 2528.598504 = -157888.428174
  nChanged 26
		SP:Iteration 19Q (72832.390000 sec): 3 clusters
  Score: Raw -160433.353293 + Penalty 2528.598504 = -157904.754790
  nChanged 23
		SP:Iteration 20F (72832.510000 sec): 3 clusters
  Score: Raw -160450.454363 + Penalty 2528.598504 = -157921.855859
  nChanged 23
		SP:Iteration 21Q (72832.670000 sec): 3 clusters
  Score: Raw -160467.149022 + Penalty 2528.598504 = -157938.550518
  nChanged 19
		SP:Iteration 22Q (72832.830000 sec): 3 clusters
  Score: Raw -160479.726181 + Penalty 2528.598504 = -157951.127677
  nChanged 14
		SP:Iteration 23Q (72832.990000 sec): 3 clusters
  Score: Raw -160484.049424 + Penalty 2528.598504 = -157955.450921
  nChanged 7
		SP:Iteration 24Q (72833.150000 sec): 3 clusters
  Score: Raw -160486.848404 + Penalty 2528.598504 = -157958.249901
  nChanged 7
		SP:Iteration 25Q (72833.310000 sec): 3 clusters
  Score: Raw -160492.454679 + Penalty 2528.598504 = -157963.856175
  nChanged 9
		SP:Iteration 26Q (72833.470000 sec): 3 clusters
  Score: Raw -160500.061588 + Penalty 2528.598504 = -157971.463084
  nChanged 11
		SP:Iteration 27Q (72833.630000 sec): 3 clusters
  Score: Raw -160509.530291 + Penalty 2528.598504 = -157980.931788
  nChanged 10
		SP:Iteration 28Q (72833.790000 sec): 3 clusters
  Score: Raw -160514.557664 + Penalty 2528.598504 = -157985.959161
  nChanged 12
		SP:Iteration 29Q (72833.950000 sec): 3 clusters
  Score: Raw -160519.419584 + Penalty 2528.598504 = -157990.821080
  nChanged 5
		SP:Iteration 30Q (72834.110000 sec): 3 clusters
  Score: Raw -160522.324888 + Penalty 2528.598504 = -157993.726385
  nChanged 10
		SP:Iteration 31Q (72834.270000 sec): 3 clusters
  Score: Raw -160527.985646 + Penalty 2528.598504 = -157999.387142
  nChanged 8
		SP:Iteration 32Q (72834.430000 sec): 3 clusters
  Score: Raw -160532.815004 + Penalty 2528.598504 = -158004.216501
  nChanged 12
		SP:Iteration 33Q (72834.590000 sec): 3 clusters
  Score: Raw -160539.619813 + Penalty 2528.598504 = -158011.021310
  nChanged 10
		SP:Iteration 34Q (72834.750000 sec): 3 clusters
  Score: Raw -160546.321960 + Penalty 2528.598504 = -158017.723456
  nChanged 6
		SP:Iteration 35Q (72834.910000 sec): 3 clusters
  Score: Raw -160548.934113 + Penalty 2528.598504 = -158020.335610
  nChanged 7
		SP:Iteration 36Q (72835.070000 sec): 3 clusters
  Score: Raw -160551.410734 + Penalty 2528.598504 = -158022.812230
  nChanged 6
		SP:Iteration 37Q (72835.230000 sec): 3 clusters
  Score: Raw -160554.615611 + Penalty 2528.598504 = -158026.017108
  nChanged 6
		SP:Iteration 38Q (72835.390000 sec): 3 clusters
  Score: Raw -160557.154846 + Penalty 2528.598504 = -158028.556342
  nChanged 7
		SP:Iteration 39Q (72835.550000 sec): 3 clusters
  Score: Raw -160559.444114 + Penalty 2528.598504 = -158030.845611
  nChanged 7
		SP:Iteration 40F (72835.710000 sec): 3 clusters
  Score: Raw -160563.741606 + Penalty 2528.598504 = -158035.143103
  nChanged 5
		SP:Iteration 41Q (72835.870000 sec): 3 clusters
  Score: Raw -160566.421634 + Penalty 2528.598504 = -158037.823131
  nChanged 2
		SP:Iteration 42Q (72836.030000 sec): 3 clusters
  Score: Raw -160567.490351 + Penalty 2528.598504 = -158038.891847
  nChanged 2
		SP:Iteration 43Q (72836.190000 sec): 3 clusters
  Score: Raw -160567.669069 + Penalty 2528.598504 = -158039.070566
  nChanged 0
		SP:Iteration 44F (72836.350000 sec): 3 clusters
  Score: Raw -160567.669069 + Penalty 2528.598504 = -158039.070566
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72836.450000 sec): 2 clusters
  Score: Raw -210915.645150 + Penalty 1274.434115 = -209641.211036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72836.630000 sec): 3 clusters
  Score: Raw -209818.163471 + Penalty 2548.868229 = -207269.295242
  nChanged 932
		SP:Iteration 1F (72836.810000 sec): 3 clusters
  Score: Raw -210457.498392 + Penalty 2548.868229 = -207908.630162
  nChanged 189
		SP:Iteration 2F (72836.980000 sec): 3 clusters
  Score: Raw -210611.298123 + Penalty 2548.868229 = -208062.429893
  nChanged 133
		SP:Iteration 3F (72837.160000 sec): 3 clusters
  Score: Raw -210715.460540 + Penalty 2548.868229 = -208166.592311
  nChanged 128
		SP:Iteration 4F (72837.330000 sec): 3 clusters
  Score: Raw -210795.250438 + Penalty 2548.868229 = -208246.382208
  nChanged 81
		SP:Iteration 5Q (72837.510000 sec): 3 clusters
  Score: Raw -210857.637727 + Penalty 2548.868229 = -208308.769498
  nChanged 60
		SP:Iteration 6Q (72837.680000 sec): 3 clusters
  Score: Raw -210900.129564 + Penalty 2548.868229 = -208351.261335
  nChanged 57
		SP:Iteration 7Q (72837.860000 sec): 3 clusters
  Score: Raw -210934.692126 + Penalty 2548.868229 = -208385.823896
  nChanged 45
		SP:Iteration 8Q (72838.030000 sec): 3 clusters
  Score: Raw -210963.225614 + Penalty 2548.868229 = -208414.357385
  nChanged 47
		SP:Iteration 9Q (72838.210000 sec): 3 clusters
  Score: Raw -210988.705524 + Penalty 2548.868229 = -208439.837294
  nChanged 38
		SP:Iteration 10Q (72838.390000 sec): 3 clusters
  Score: Raw -211010.578095 + Penalty 2548.868229 = -208461.709866
  nChanged 26
		SP:Iteration 11Q (72838.560000 sec): 3 clusters
  Score: Raw -211022.193842 + Penalty 2548.868229 = -208473.325613
  nChanged 16
		SP:Iteration 12Q (72838.740000 sec): 3 clusters
  Score: Raw -211030.802213 + Penalty 2548.868229 = -208481.933984
  nChanged 16
		SP:Iteration 13Q (72838.910000 sec): 3 clusters
  Score: Raw -211039.898472 + Penalty 2548.868229 = -208491.030243
  nChanged 22
		SP:Iteration 14Q (72839.090000 sec): 3 clusters
  Score: Raw -211052.358569 + Penalty 2548.868229 = -208503.490340
  nChanged 17
		SP:Iteration 15Q (72839.270000 sec): 3 clusters
  Score: Raw -211063.960995 + Penalty 2548.868229 = -208515.092766
  nChanged 19
		SP:Iteration 16Q (72839.440000 sec): 3 clusters
  Score: Raw -211073.552333 + Penalty 2548.868229 = -208524.684104
  nChanged 18
		SP:Iteration 17Q (72839.620000 sec): 3 clusters
  Score: Raw -211080.236589 + Penalty 2548.868229 = -208531.368359
  nChanged 12
		SP:Iteration 18Q (72839.790000 sec): 3 clusters
  Score: Raw -211084.275405 + Penalty 2548.868229 = -208535.407176
  nChanged 8
		SP:Iteration 19Q (72839.970000 sec): 3 clusters
  Score: Raw -211087.601625 + Penalty 2548.868229 = -208538.733396
  nChanged 9
		SP:Iteration 20F (72840.150000 sec): 3 clusters
  Score: Raw -211092.699657 + Penalty 2548.868229 = -208543.831428
  nChanged 16
		SP:Iteration 21Q (72840.320000 sec): 3 clusters
  Score: Raw -211099.157916 + Penalty 2548.868229 = -208550.289687
  nChanged 15
		SP:Iteration 22Q (72840.500000 sec): 3 clusters
  Score: Raw -211106.715195 + Penalty 2548.868229 = -208557.846966
  nChanged 13
		SP:Iteration 23Q (72840.670000 sec): 3 clusters
  Score: Raw -211110.674331 + Penalty 2548.868229 = -208561.806102
  nChanged 10
		SP:Iteration 24Q (72840.850000 sec): 3 clusters
  Score: Raw -211115.128591 + Penalty 2548.868229 = -208566.260362
  nChanged 11
		SP:Iteration 25Q (72841.030000 sec): 3 clusters
  Score: Raw -211121.152603 + Penalty 2548.868229 = -208572.284373
  nChanged 11
		SP:Iteration 26Q (72841.200000 sec): 3 clusters
  Score: Raw -211126.079751 + Penalty 2548.868229 = -208577.211522
  nChanged 10
		SP:Iteration 27Q (72841.380000 sec): 3 clusters
  Score: Raw -211129.603262 + Penalty 2548.868229 = -208580.735033
  nChanged 7
		SP:Iteration 28Q (72841.550000 sec): 3 clusters
  Score: Raw -211132.471496 + Penalty 2548.868229 = -208583.603267
  nChanged 8
		SP:Iteration 29Q (72841.730000 sec): 3 clusters
  Score: Raw -211135.470949 + Penalty 2548.868229 = -208586.602720
  nChanged 7
		SP:Iteration 30Q (72841.900000 sec): 3 clusters
  Score: Raw -211137.871163 + Penalty 2548.868229 = -208589.002934
  nChanged 9
		SP:Iteration 31Q (72842.080000 sec): 3 clusters
  Score: Raw -211141.205526 + Penalty 2548.868229 = -208592.337297
  nChanged 4
		SP:Iteration 32Q (72842.210000 sec): 3 clusters
  Score: Raw -211142.590497 + Penalty 2548.868229 = -208593.722267
  nChanged 4
		SP:Iteration 33Q (72842.390000 sec): 3 clusters
  Score: Raw -211144.222984 + Penalty 2548.868229 = -208595.354754
  nChanged 0
		SP:Iteration 34F (72842.560000 sec): 3 clusters
  Score: Raw -211144.222984 + Penalty 2548.868229 = -208595.354754
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (6228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72842.700000 sec): 2 clusters
  Score: Raw -532494.619683 + Penalty 1419.731712 = -531074.887971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72842.870000 sec): 3 clusters
  Score: Raw -529188.901741 + Penalty 2839.463423 = -526349.438318
  nChanged 2569
		SP:Iteration 1F (72843.030000 sec): 3 clusters
  Score: Raw -530696.003093 + Penalty 2839.463423 = -527856.539669
  nChanged 493
		SP:Iteration 2F (72843.200000 sec): 3 clusters
  Score: Raw -531041.490009 + Penalty 2839.463423 = -528202.026586
  nChanged 447
		SP:Iteration 3F (72843.360000 sec): 3 clusters
  Score: Raw -531404.081316 + Penalty 2839.463423 = -528564.617893
  nChanged 456
		SP:Iteration 4F (72843.530000 sec): 3 clusters
  Score: Raw -531808.982949 + Penalty 2839.463423 = -528969.519525
  nChanged 427
		SP:Iteration 5F (72843.730000 sec): 3 clusters
  Score: Raw -532202.726132 + Penalty 2839.463423 = -529363.262708
  nChanged 368
		SP:Iteration 6F (72843.900000 sec): 3 clusters
  Score: Raw -532512.333414 + Penalty 2839.463423 = -529672.869991
  nChanged 289
		SP:Iteration 7Q (72844.060000 sec): 3 clusters
  Score: Raw -532707.608804 + Penalty 2839.463423 = -529868.145381
  nChanged 218
		SP:Iteration 8Q (72844.230000 sec): 3 clusters
  Score: Raw -532843.249840 + Penalty 2839.463423 = -530003.786417
  nChanged 160
		SP:Iteration 9Q (72844.390000 sec): 3 clusters
  Score: Raw -532925.644385 + Penalty 2839.463423 = -530086.180962
  nChanged 125
		SP:Iteration 10Q (72844.650000 sec): 3 clusters
  Score: Raw -532982.750140 + Penalty 2839.463423 = -530143.286716
  nChanged 79
		SP:Iteration 11Q (72844.810000 sec): 3 clusters
  Score: Raw -533015.824869 + Penalty 2839.463423 = -530176.361446
  nChanged 70
		SP:Iteration 12Q (72844.930000 sec): 3 clusters
  Score: Raw -533043.053308 + Penalty 2839.463423 = -530203.589885
  nChanged 55
		SP:Iteration 13Q (72845.110000 sec): 3 clusters
  Score: Raw -533063.772132 + Penalty 2839.463423 = -530224.308709
  nChanged 46
		SP:Iteration 14Q (72845.270000 sec): 3 clusters
  Score: Raw -533078.941575 + Penalty 2839.463423 = -530239.478152
  nChanged 34
		SP:Iteration 15Q (72845.440000 sec): 3 clusters
  Score: Raw -533085.626787 + Penalty 2839.463423 = -530246.163363
  nChanged 15
		SP:Iteration 16Q (72845.650000 sec): 3 clusters
  Score: Raw -533089.332234 + Penalty 2839.463423 = -530249.868811
  nChanged 16
		SP:Iteration 17Q (72845.850000 sec): 3 clusters
  Score: Raw -533094.250559 + Penalty 2839.463423 = -530254.787136
  nChanged 18
		SP:Iteration 18Q (72846.020000 sec): 3 clusters
  Score: Raw -533098.306763 + Penalty 2839.463423 = -530258.843339
  nChanged 17
		SP:Iteration 19Q (72846.200000 sec): 3 clusters
  Score: Raw -533101.138972 + Penalty 2839.463423 = -530261.675549
  nChanged 8
		SP:Iteration 20F (72846.370000 sec): 3 clusters
  Score: Raw -533102.694903 + Penalty 2839.463423 = -530263.231480
  nChanged 9
		SP:Iteration 21Q (72846.530000 sec): 3 clusters
  Score: Raw -533104.674650 + Penalty 2839.463423 = -530265.211226
  nChanged 10
		SP:Iteration 22Q (72846.700000 sec): 3 clusters
  Score: Raw -533106.586044 + Penalty 2839.463423 = -530267.122620
  nChanged 9
		SP:Iteration 23Q (72846.860000 sec): 3 clusters
  Score: Raw -533109.223021 + Penalty 2839.463423 = -530269.759598
  nChanged 14
		SP:Iteration 24Q (72847.030000 sec): 3 clusters
  Score: Raw -533112.779742 + Penalty 2839.463423 = -530273.316319
  nChanged 11
		SP:Iteration 25Q (72847.190000 sec): 3 clusters
  Score: Raw -533114.822557 + Penalty 2839.463423 = -530275.359134
  nChanged 6
		SP:Iteration 26Q (72847.350000 sec): 3 clusters
  Score: Raw -533116.483772 + Penalty 2839.463423 = -530277.020349
  nChanged 7
		SP:Iteration 27Q (72847.560000 sec): 3 clusters
  Score: Raw -533118.427309 + Penalty 2839.463423 = -530278.963886
  nChanged 8
		SP:Iteration 28Q (72847.770000 sec): 3 clusters
  Score: Raw -533119.844484 + Penalty 2839.463423 = -530280.381061
  nChanged 7
		SP:Iteration 29Q (72847.960000 sec): 3 clusters
  Score: Raw -533121.445313 + Penalty 2839.463423 = -530281.981890
  nChanged 7
		SP:Iteration 30Q (72848.160000 sec): 3 clusters
  Score: Raw -533123.107775 + Penalty 2839.463423 = -530283.644352
  nChanged 2
		SP:Iteration 31Q (72848.330000 sec): 3 clusters
  Score: Raw -533124.134035 + Penalty 2839.463423 = -530284.670612
  nChanged 7
		SP:Iteration 32Q (72848.490000 sec): 3 clusters
  Score: Raw -533126.918409 + Penalty 2839.463423 = -530287.454985
  nChanged 12
		SP:Iteration 33Q (72848.660000 sec): 3 clusters
  Score: Raw -533130.444320 + Penalty 2839.463423 = -530290.980897
  nChanged 14
		SP:Iteration 34Q (72848.820000 sec): 3 clusters
  Score: Raw -533134.586791 + Penalty 2839.463423 = -530295.123368
  nChanged 16
		SP:Iteration 35Q (72848.990000 sec): 3 clusters
  Score: Raw -533138.229762 + Penalty 2839.463423 = -530298.766339
  nChanged 9
		SP:Iteration 36Q (72849.150000 sec): 3 clusters
  Score: Raw -533139.546164 + Penalty 2839.463423 = -530300.082741
  nChanged 7
		SP:Iteration 37Q (72849.310000 sec): 3 clusters
  Score: Raw -533141.046519 + Penalty 2839.463423 = -530301.583096
  nChanged 6
		SP:Iteration 38Q (72849.480000 sec): 3 clusters
  Score: Raw -533142.378678 + Penalty 2839.463423 = -530302.915255
  nChanged 6
		SP:Iteration 39Q (72849.650000 sec): 3 clusters
  Score: Raw -533143.497403 + Penalty 2839.463423 = -530304.033979
  nChanged 2
		SP:Iteration 40F (72849.810000 sec): 3 clusters
  Score: Raw -533143.990915 + Penalty 2839.463423 = -530304.527492
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (7216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72849.940000 sec): 2 clusters
  Score: Raw -621245.912616 + Penalty 1443.659110 = -619802.253506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72850.140000 sec): 3 clusters
  Score: Raw -617292.468040 + Penalty 2887.318220 = -614405.149820
  nChanged 3037
		SP:Iteration 1F (72850.340000 sec): 3 clusters
  Score: Raw -619138.555059 + Penalty 2887.318220 = -616251.236839
  nChanged 606
		SP:Iteration 2F (72850.540000 sec): 3 clusters
  Score: Raw -619582.439654 + Penalty 2887.318220 = -616695.121434
  nChanged 533
		SP:Iteration 3F (72850.740000 sec): 3 clusters
  Score: Raw -620082.318925 + Penalty 2887.318220 = -617195.000704
  nChanged 545
		SP:Iteration 4F (72850.940000 sec): 3 clusters
  Score: Raw -620697.098280 + Penalty 2887.318220 = -617809.780059
  nChanged 537
		SP:Iteration 5F (72851.140000 sec): 3 clusters
  Score: Raw -621243.124613 + Penalty 2887.318220 = -618355.806392
  nChanged 438
		SP:Iteration 6F (72851.340000 sec): 3 clusters
  Score: Raw -621651.802358 + Penalty 2887.318220 = -618764.484137
  nChanged 327
		SP:Iteration 7Q (72851.540000 sec): 3 clusters
  Score: Raw -621893.335020 + Penalty 2887.318220 = -619006.016800
  nChanged 242
		SP:Iteration 8Q (72851.740000 sec): 3 clusters
  Score: Raw -622081.897107 + Penalty 2887.318220 = -619194.578887
  nChanged 193
		SP:Iteration 9Q (72851.940000 sec): 3 clusters
  Score: Raw -622229.069028 + Penalty 2887.318220 = -619341.750807
  nChanged 160
		SP:Iteration 10Q (72852.140000 sec): 3 clusters
  Score: Raw -622345.841838 + Penalty 2887.318220 = -619458.523618
  nChanged 139
		SP:Iteration 11Q (72852.340000 sec): 3 clusters
  Score: Raw -622437.950774 + Penalty 2887.318220 = -619550.632554
  nChanged 116
		SP:Iteration 12Q (72852.540000 sec): 3 clusters
  Score: Raw -622491.252057 + Penalty 2887.318220 = -619603.933837
  nChanged 71
		SP:Iteration 13Q (72852.740000 sec): 3 clusters
  Score: Raw -622516.590714 + Penalty 2887.318220 = -619629.272494
  nChanged 48
		SP:Iteration 14Q (72852.950000 sec): 3 clusters
  Score: Raw -622528.383805 + Penalty 2887.318220 = -619641.065585
  nChanged 22
		SP:Iteration 15Q (72853.150000 sec): 3 clusters
  Score: Raw -622532.975095 + Penalty 2887.318220 = -619645.656875
  nChanged 15
		SP:Iteration 16Q (72853.350000 sec): 3 clusters
  Score: Raw -622535.369502 + Penalty 2887.318220 = -619648.051282
  nChanged 10
		SP:Iteration 17Q (72853.550000 sec): 3 clusters
  Score: Raw -622537.464028 + Penalty 2887.318220 = -619650.145808
  nChanged 6
		SP:Iteration 18Q (72853.750000 sec): 3 clusters
  Score: Raw -622538.418388 + Penalty 2887.318220 = -619651.100168
  nChanged 3
		SP:Iteration 19Q (72853.950000 sec): 3 clusters
  Score: Raw -622538.876019 + Penalty 2887.318220 = -619651.557799
  nChanged 4
		SP:Iteration 20F (72854.150000 sec): 3 clusters
  Score: Raw -622539.713267 + Penalty 2887.318220 = -619652.395047
  nChanged 3
		SP:Iteration 21Q (72854.350000 sec): 3 clusters
  Score: Raw -622540.344404 + Penalty 2887.318220 = -619653.026184
  nChanged 4
		SP:Iteration 22Q (72854.550000 sec): 3 clusters
  Score: Raw -622540.933610 + Penalty 2887.318220 = -619653.615390
  nChanged 2
		SP:Iteration 23Q (72854.750000 sec): 3 clusters
  Score: Raw -622541.158652 + Penalty 2887.318220 = -619653.840432
  nChanged 1
		SP:Iteration 24Q (72854.910000 sec): 3 clusters
  Score: Raw -622541.408761 + Penalty 2887.318220 = -619654.090541
  nChanged 0
		SP:Iteration 25F (72855.110000 sec): 3 clusters
  Score: Raw -622541.408761 + Penalty 2887.318220 = -619654.090541
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (4484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72855.220000 sec): 2 clusters
  Score: Raw -399238.174081 + Penalty 1366.344002 = -397871.830079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72855.400000 sec): 3 clusters
  Score: Raw -396890.350953 + Penalty 2732.688005 = -394157.662948
  nChanged 1851
		SP:Iteration 1F (72855.570000 sec): 3 clusters
  Score: Raw -398011.077008 + Penalty 2732.688005 = -395278.389003
  nChanged 401
		SP:Iteration 2F (72855.750000 sec): 3 clusters
  Score: Raw -398339.915262 + Penalty 2732.688005 = -395607.227257
  nChanged 339
		SP:Iteration 3F (72855.930000 sec): 3 clusters
  Score: Raw -398595.870250 + Penalty 2732.688005 = -395863.182246
  nChanged 248
		SP:Iteration 4F (72856.100000 sec): 3 clusters
  Score: Raw -398771.107723 + Penalty 2732.688005 = -396038.419718
  nChanged 201
		SP:Iteration 5Q (72856.280000 sec): 3 clusters
  Score: Raw -398909.817562 + Penalty 2732.688005 = -396177.129557
  nChanged 195
		SP:Iteration 6Q (72856.450000 sec): 3 clusters
  Score: Raw -399030.477642 + Penalty 2732.688005 = -396297.789637
  nChanged 147
		SP:Iteration 7Q (72856.610000 sec): 3 clusters
  Score: Raw -399125.492066 + Penalty 2732.688005 = -396392.804062
  nChanged 115
		SP:Iteration 8Q (72856.770000 sec): 3 clusters
  Score: Raw -399185.058996 + Penalty 2732.688005 = -396452.370991
  nChanged 98
		SP:Iteration 9Q (72856.930000 sec): 3 clusters
  Score: Raw -399234.163132 + Penalty 2732.688005 = -396501.475127
  nChanged 76
		SP:Iteration 10Q (72857.090000 sec): 3 clusters
  Score: Raw -399273.722557 + Penalty 2732.688005 = -396541.034552
  nChanged 65
		SP:Iteration 11Q (72857.250000 sec): 3 clusters
  Score: Raw -399304.303908 + Penalty 2732.688005 = -396571.615903
  nChanged 74
		SP:Iteration 12Q (72857.410000 sec): 3 clusters
  Score: Raw -399340.022210 + Penalty 2732.688005 = -396607.334205
  nChanged 60
		SP:Iteration 13Q (72857.570000 sec): 3 clusters
  Score: Raw -399368.208082 + Penalty 2732.688005 = -396635.520077
  nChanged 62
		SP:Iteration 14Q (72857.730000 sec): 3 clusters
  Score: Raw -399399.308649 + Penalty 2732.688005 = -396666.620644
  nChanged 50
		SP:Iteration 15Q (72857.880000 sec): 3 clusters
  Score: Raw -399424.868031 + Penalty 2732.688005 = -396692.180026
  nChanged 46
		SP:Iteration 16Q (72858.040000 sec): 3 clusters
  Score: Raw -399451.561257 + Penalty 2732.688005 = -396718.873252
  nChanged 35
		SP:Iteration 17Q (72858.200000 sec): 3 clusters
  Score: Raw -399472.785103 + Penalty 2732.688005 = -396740.097098
  nChanged 46
		SP:Iteration 18Q (72858.360000 sec): 3 clusters
  Score: Raw -399500.294377 + Penalty 2732.688005 = -396767.606372
  nChanged 49
		SP:Iteration 19Q (72858.520000 sec): 3 clusters
  Score: Raw -399539.591725 + Penalty 2732.688005 = -396806.903720
  nChanged 57
		SP:Iteration 20F (72858.680000 sec): 3 clusters
  Score: Raw -399578.753668 + Penalty 2732.688005 = -396846.065664
  nChanged 49
		SP:Iteration 21Q (72858.840000 sec): 3 clusters
  Score: Raw -399611.669819 + Penalty 2732.688005 = -396878.981814
  nChanged 37
		SP:Iteration 22Q (72859.000000 sec): 3 clusters
  Score: Raw -399638.807481 + Penalty 2732.688005 = -396906.119477
  nChanged 30
		SP:Iteration 23Q (72859.160000 sec): 3 clusters
  Score: Raw -399659.409337 + Penalty 2732.688005 = -396926.721332
  nChanged 27
		SP:Iteration 24Q (72859.320000 sec): 3 clusters
  Score: Raw -399680.971612 + Penalty 2732.688005 = -396948.283607
  nChanged 28
		SP:Iteration 25Q (72859.480000 sec): 3 clusters
  Score: Raw -399708.209405 + Penalty 2732.688005 = -396975.521400
  nChanged 25
		SP:Iteration 26Q (72859.640000 sec): 3 clusters
  Score: Raw -399728.857508 + Penalty 2732.688005 = -396996.169503
  nChanged 23
		SP:Iteration 27Q (72859.800000 sec): 3 clusters
  Score: Raw -399749.080871 + Penalty 2732.688005 = -397016.392866
  nChanged 20
		SP:Iteration 28Q (72859.960000 sec): 3 clusters
  Score: Raw -399761.525448 + Penalty 2732.688005 = -397028.837444
  nChanged 15
		SP:Iteration 29Q (72860.120000 sec): 3 clusters
  Score: Raw -399774.898352 + Penalty 2732.688005 = -397042.210348
  nChanged 17
		SP:Iteration 30Q (72860.280000 sec): 3 clusters
  Score: Raw -399785.647509 + Penalty 2732.688005 = -397052.959504
  nChanged 10
		SP:Iteration 31Q (72860.440000 sec): 3 clusters
  Score: Raw -399792.382141 + Penalty 2732.688005 = -397059.694137
  nChanged 10
		SP:Iteration 32Q (72860.620000 sec): 3 clusters
  Score: Raw -399799.036895 + Penalty 2732.688005 = -397066.348890
  nChanged 8
		SP:Iteration 33Q (72860.800000 sec): 3 clusters
  Score: Raw -399801.896833 + Penalty 2732.688005 = -397069.208828
  nChanged 4
		SP:Iteration 34Q (72860.960000 sec): 3 clusters
  Score: Raw -399804.158894 + Penalty 2732.688005 = -397071.470889
  nChanged 7
		SP:Iteration 35Q (72861.120000 sec): 3 clusters
  Score: Raw -399807.942574 + Penalty 2732.688005 = -397075.254569
  nChanged 3
		SP:Iteration 36Q (72861.280000 sec): 3 clusters
  Score: Raw -399811.445644 + Penalty 2732.688005 = -397078.757639
  nChanged 5
		SP:Iteration 37Q (72861.440000 sec): 3 clusters
  Score: Raw -399812.923819 + Penalty 2732.688005 = -397080.235815
  nChanged 2
		SP:Iteration 38Q (72861.600000 sec): 3 clusters
  Score: Raw -399813.496855 + Penalty 2732.688005 = -397080.808850
  nChanged 1
		SP:Iteration 39Q (72861.760000 sec): 3 clusters
  Score: Raw -399813.658578 + Penalty 2732.688005 = -397080.970573
  nChanged 0
		SP:Iteration 40F (72861.920000 sec): 3 clusters
  Score: Raw -399813.658578 + Penalty 2732.688005 = -397080.970573
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (4637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72862.040000 sec): 2 clusters
  Score: Raw -396116.856619 + Penalty 1371.796219 = -394745.060400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72862.200000 sec): 3 clusters
  Score: Raw -393750.430980 + Penalty 2743.592437 = -391006.838542
  nChanged 1844
		SP:Iteration 1F (72862.360000 sec): 3 clusters
  Score: Raw -394985.147783 + Penalty 2743.592437 = -392241.555345
  nChanged 423
		SP:Iteration 2F (72862.520000 sec): 3 clusters
  Score: Raw -395354.621333 + Penalty 2743.592437 = -392611.028896
  nChanged 370
		SP:Iteration 3F (72862.680000 sec): 3 clusters
  Score: Raw -395667.156570 + Penalty 2743.592437 = -392923.564132
  nChanged 318
		SP:Iteration 4F (72862.840000 sec): 3 clusters
  Score: Raw -395927.821194 + Penalty 2743.592437 = -393184.228757
  nChanged 236
		SP:Iteration 5F (72863.000000 sec): 3 clusters
  Score: Raw -396131.773164 + Penalty 2743.592437 = -393388.180727
  nChanged 218
		SP:Iteration 6Q (72863.150000 sec): 3 clusters
  Score: Raw -396287.763871 + Penalty 2743.592437 = -393544.171433
  nChanged 152
		SP:Iteration 7Q (72863.310000 sec): 3 clusters
  Score: Raw -396378.842811 + Penalty 2743.592437 = -393635.250374
  nChanged 123
		SP:Iteration 8Q (72863.470000 sec): 3 clusters
  Score: Raw -396451.582789 + Penalty 2743.592437 = -393707.990352
  nChanged 98
		SP:Iteration 9Q (72863.630000 sec): 3 clusters
  Score: Raw -396497.690259 + Penalty 2743.592437 = -393754.097822
  nChanged 75
		SP:Iteration 10Q (72863.790000 sec): 3 clusters
  Score: Raw -396528.919313 + Penalty 2743.592437 = -393785.326875
  nChanged 57
		SP:Iteration 11Q (72863.980000 sec): 3 clusters
  Score: Raw -396551.489345 + Penalty 2743.592437 = -393807.896907
  nChanged 54
		SP:Iteration 12Q (72864.150000 sec): 3 clusters
  Score: Raw -396572.211510 + Penalty 2743.592437 = -393828.619072
  nChanged 45
		SP:Iteration 13Q (72864.310000 sec): 3 clusters
  Score: Raw -396590.871728 + Penalty 2743.592437 = -393847.279290
  nChanged 47
		SP:Iteration 14Q (72864.470000 sec): 3 clusters
  Score: Raw -396622.426336 + Penalty 2743.592437 = -393878.833898
  nChanged 55
		SP:Iteration 15Q (72864.630000 sec): 3 clusters
  Score: Raw -396648.763104 + Penalty 2743.592437 = -393905.170666
  nChanged 42
		SP:Iteration 16Q (72864.790000 sec): 3 clusters
  Score: Raw -396669.710602 + Penalty 2743.592437 = -393926.118164
  nChanged 35
		SP:Iteration 17Q (72864.950000 sec): 3 clusters
  Score: Raw -396683.503549 + Penalty 2743.592437 = -393939.911112
  nChanged 29
		SP:Iteration 18Q (72865.110000 sec): 3 clusters
  Score: Raw -396696.600954 + Penalty 2743.592437 = -393953.008517
  nChanged 36
		SP:Iteration 19Q (72865.270000 sec): 3 clusters
  Score: Raw -396712.230831 + Penalty 2743.592437 = -393968.638394
  nChanged 26
		SP:Iteration 20F (72865.430000 sec): 3 clusters
  Score: Raw -396722.728462 + Penalty 2743.592437 = -393979.136024
  nChanged 26
		SP:Iteration 21Q (72865.590000 sec): 3 clusters
  Score: Raw -396732.915959 + Penalty 2743.592437 = -393989.323522
  nChanged 21
		SP:Iteration 22Q (72865.750000 sec): 3 clusters
  Score: Raw -396740.712674 + Penalty 2743.592437 = -393997.120237
  nChanged 25
		SP:Iteration 23Q (72865.910000 sec): 3 clusters
  Score: Raw -396748.213611 + Penalty 2743.592437 = -394004.621174
  nChanged 17
		SP:Iteration 24Q (72866.070000 sec): 3 clusters
  Score: Raw -396754.471705 + Penalty 2743.592437 = -394010.879268
  nChanged 11
		SP:Iteration 25Q (72866.220000 sec): 3 clusters
  Score: Raw -396756.720063 + Penalty 2743.592437 = -394013.127625
  nChanged 5
		SP:Iteration 26Q (72866.380000 sec): 3 clusters
  Score: Raw -396757.933197 + Penalty 2743.592437 = -394014.340760
  nChanged 6
		SP:Iteration 27Q (72866.540000 sec): 3 clusters
  Score: Raw -396759.430535 + Penalty 2743.592437 = -394015.838097
  nChanged 6
		SP:Iteration 28Q (72866.700000 sec): 3 clusters
  Score: Raw -396761.614207 + Penalty 2743.592437 = -394018.021770
  nChanged 4
		SP:Iteration 29Q (72866.860000 sec): 3 clusters
  Score: Raw -396762.982722 + Penalty 2743.592437 = -394019.390285
  nChanged 2
		SP:Iteration 30Q (72867.040000 sec): 3 clusters
  Score: Raw -396763.676636 + Penalty 2743.592437 = -394020.084199
  nChanged 0
		SP:Iteration 31F (72867.210000 sec): 3 clusters
  Score: Raw -396763.676636 + Penalty 2743.592437 = -394020.084199
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (3617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72867.310000 sec): 2 clusters
  Score: Raw -265345.376814 + Penalty 1331.427538 = -264013.949277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72867.490000 sec): 3 clusters
  Score: Raw -263595.461158 + Penalty 2662.855075 = -260932.606083
  nChanged 1384
		SP:Iteration 1F (72867.660000 sec): 3 clusters
  Score: Raw -264587.980365 + Penalty 2662.855075 = -261925.125289
  nChanged 329
		SP:Iteration 2F (72867.840000 sec): 3 clusters
  Score: Raw -264896.793623 + Penalty 2662.855075 = -262233.938547
  nChanged 285
		SP:Iteration 3F (72868.010000 sec): 3 clusters
  Score: Raw -265229.473385 + Penalty 2662.855075 = -262566.618310
  nChanged 231
		SP:Iteration 4F (72868.190000 sec): 3 clusters
  Score: Raw -265463.861797 + Penalty 2662.855075 = -262801.006721
  nChanged 172
		SP:Iteration 5Q (72868.360000 sec): 3 clusters
  Score: Raw -265617.098390 + Penalty 2662.855075 = -262954.243315
  nChanged 142
		SP:Iteration 6Q (72868.540000 sec): 3 clusters
  Score: Raw -265736.917062 + Penalty 2662.855075 = -263074.061987
  nChanged 109
		SP:Iteration 7Q (72868.720000 sec): 3 clusters
  Score: Raw -265821.962370 + Penalty 2662.855075 = -263159.107294
  nChanged 106
		SP:Iteration 8Q (72868.890000 sec): 3 clusters
  Score: Raw -265897.561365 + Penalty 2662.855075 = -263234.706290
  nChanged 83
		SP:Iteration 9Q (72869.070000 sec): 3 clusters
  Score: Raw -265955.956579 + Penalty 2662.855075 = -263293.101503
  nChanged 69
		SP:Iteration 10Q (72869.240000 sec): 3 clusters
  Score: Raw -265991.354701 + Penalty 2662.855075 = -263328.499625
  nChanged 44
		SP:Iteration 11Q (72869.420000 sec): 3 clusters
  Score: Raw -266008.275459 + Penalty 2662.855075 = -263345.420384
  nChanged 30
		SP:Iteration 12Q (72869.600000 sec): 3 clusters
  Score: Raw -266020.864687 + Penalty 2662.855075 = -263358.009611
  nChanged 31
		SP:Iteration 13Q (72869.770000 sec): 3 clusters
  Score: Raw -266033.261477 + Penalty 2662.855075 = -263370.406402
  nChanged 27
		SP:Iteration 14Q (72869.950000 sec): 3 clusters
  Score: Raw -266047.231806 + Penalty 2662.855075 = -263384.376731
  nChanged 28
		SP:Iteration 15Q (72870.120000 sec): 3 clusters
  Score: Raw -266057.407757 + Penalty 2662.855075 = -263394.552681
  nChanged 22
		SP:Iteration 16Q (72870.300000 sec): 3 clusters
  Score: Raw -266064.188105 + Penalty 2662.855075 = -263401.333029
  nChanged 15
		SP:Iteration 17Q (72870.480000 sec): 3 clusters
  Score: Raw -266069.217225 + Penalty 2662.855075 = -263406.362149
  nChanged 16
		SP:Iteration 18Q (72870.650000 sec): 3 clusters
  Score: Raw -266074.655807 + Penalty 2662.855075 = -263411.800732
  nChanged 17
		SP:Iteration 19Q (72870.830000 sec): 3 clusters
  Score: Raw -266079.857118 + Penalty 2662.855075 = -263417.002043
  nChanged 7
		SP:Iteration 20F (72871.000000 sec): 3 clusters
  Score: Raw -266081.533140 + Penalty 2662.855075 = -263418.678065
  nChanged 5
		SP:Iteration 21Q (72871.180000 sec): 3 clusters
  Score: Raw -266083.176942 + Penalty 2662.855075 = -263420.321867
  nChanged 5
		SP:Iteration 22Q (72871.360000 sec): 3 clusters
  Score: Raw -266084.775903 + Penalty 2662.855075 = -263421.920828
  nChanged 4
		SP:Iteration 23Q (72871.500000 sec): 3 clusters
  Score: Raw -266085.588041 + Penalty 2662.855075 = -263422.732966
  nChanged 3
		SP:Iteration 24Q (72871.580000 sec): 3 clusters
  Score: Raw -266086.167556 + Penalty 2662.855075 = -263423.312481
  nChanged 3
		SP:Iteration 25Q (72871.650000 sec): 3 clusters
  Score: Raw -266086.631121 + Penalty 2662.855075 = -263423.776045
  nChanged 1
		SP:Iteration 26Q (72871.730000 sec): 3 clusters
  Score: Raw -266086.979197 + Penalty 2662.855075 = -263424.124122
  nChanged 2
		SP:Iteration 27Q (72871.800000 sec): 3 clusters
  Score: Raw -266087.311748 + Penalty 2662.855075 = -263424.456672
  nChanged 0
		SP:Iteration 28F (72871.880000 sec): 3 clusters
  Score: Raw -266087.311748 + Penalty 2662.855075 = -263424.456672
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (6480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72871.970000 sec): 2 clusters
  Score: Raw -544804.576780 + Penalty 1426.177316 = -543378.399464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72872.080000 sec): 3 clusters
  Score: Raw -541349.957424 + Penalty 2852.354632 = -538497.602792
  nChanged 2735
		SP:Iteration 1F (72872.280000 sec): 3 clusters
  Score: Raw -543048.005268 + Penalty 2852.354632 = -540195.650637
  nChanged 549
		SP:Iteration 2F (72872.490000 sec): 3 clusters
  Score: Raw -543504.130319 + Penalty 2852.354632 = -540651.775687
  nChanged 527
		SP:Iteration 3F (72872.700000 sec): 3 clusters
  Score: Raw -543987.989543 + Penalty 2852.354632 = -541135.634912
  nChanged 451
		SP:Iteration 4F (72872.900000 sec): 3 clusters
  Score: Raw -544412.645770 + Penalty 2852.354632 = -541560.291138
  nChanged 388
		SP:Iteration 5F (72873.110000 sec): 3 clusters
  Score: Raw -544710.147760 + Penalty 2852.354632 = -541857.793128
  nChanged 297
		SP:Iteration 6Q (72873.320000 sec): 3 clusters
  Score: Raw -544904.994038 + Penalty 2852.354632 = -542052.639407
  nChanged 215
		SP:Iteration 7Q (72873.520000 sec): 3 clusters
  Score: Raw -545027.143690 + Penalty 2852.354632 = -542174.789058
  nChanged 171
		SP:Iteration 8Q (72873.730000 sec): 3 clusters
  Score: Raw -545113.717305 + Penalty 2852.354632 = -542261.362673
  nChanged 130
		SP:Iteration 9Q (72873.940000 sec): 3 clusters
  Score: Raw -545173.037962 + Penalty 2852.354632 = -542320.683330
  nChanged 88
		SP:Iteration 10Q (72874.140000 sec): 3 clusters
  Score: Raw -545217.513997 + Penalty 2852.354632 = -542365.159365
  nChanged 86
		SP:Iteration 11Q (72874.380000 sec): 3 clusters
  Score: Raw -545249.898628 + Penalty 2852.354632 = -542397.543996
  nChanged 65
		SP:Iteration 12Q (72874.600000 sec): 3 clusters
  Score: Raw -545278.084846 + Penalty 2852.354632 = -542425.730215
  nChanged 64
		SP:Iteration 13Q (72874.780000 sec): 3 clusters
  Score: Raw -545315.022804 + Penalty 2852.354632 = -542462.668172
  nChanged 68
		SP:Iteration 14Q (72874.980000 sec): 3 clusters
  Score: Raw -545343.581572 + Penalty 2852.354632 = -542491.226941
  nChanged 44
		SP:Iteration 15Q (72875.180000 sec): 3 clusters
  Score: Raw -545356.815378 + Penalty 2852.354632 = -542504.460747
  nChanged 30
		SP:Iteration 16Q (72875.390000 sec): 3 clusters
  Score: Raw -545368.044324 + Penalty 2852.354632 = -542515.689693
  nChanged 32
		SP:Iteration 17Q (72875.600000 sec): 3 clusters
  Score: Raw -545381.095518 + Penalty 2852.354632 = -542528.740886
  nChanged 32
		SP:Iteration 18Q (72875.800000 sec): 3 clusters
  Score: Raw -545390.669238 + Penalty 2852.354632 = -542538.314607
  nChanged 38
		SP:Iteration 19Q (72876.010000 sec): 3 clusters
  Score: Raw -545400.133723 + Penalty 2852.354632 = -542547.779091
  nChanged 26
		SP:Iteration 20F (72876.210000 sec): 3 clusters
  Score: Raw -545406.233553 + Penalty 2852.354632 = -542553.878921
  nChanged 19
		SP:Iteration 21Q (72876.420000 sec): 3 clusters
  Score: Raw -545410.558584 + Penalty 2852.354632 = -542558.203952
  nChanged 9
		SP:Iteration 22Q (72876.620000 sec): 3 clusters
  Score: Raw -545412.110988 + Penalty 2852.354632 = -542559.756357
  nChanged 10
		SP:Iteration 23Q (72876.830000 sec): 3 clusters
  Score: Raw -545414.737093 + Penalty 2852.354632 = -542562.382461
  nChanged 9
		SP:Iteration 24Q (72877.040000 sec): 3 clusters
  Score: Raw -545416.933522 + Penalty 2852.354632 = -542564.578891
  nChanged 9
		SP:Iteration 25Q (72877.230000 sec): 3 clusters
  Score: Raw -545418.836363 + Penalty 2852.354632 = -542566.481732
  nChanged 8
		SP:Iteration 26Q (72877.350000 sec): 3 clusters
  Score: Raw -545420.276242 + Penalty 2852.354632 = -542567.921610
  nChanged 3
		SP:Iteration 27Q (72877.530000 sec): 3 clusters
  Score: Raw -545421.045389 + Penalty 2852.354632 = -542568.690758
  nChanged 4
		SP:Iteration 28Q (72877.730000 sec): 3 clusters
  Score: Raw -545422.054625 + Penalty 2852.354632 = -542569.699993
  nChanged 7
		SP:Iteration 29Q (72877.940000 sec): 3 clusters
  Score: Raw -545424.603869 + Penalty 2852.354632 = -542572.249237
  nChanged 10
		SP:Iteration 30Q (72878.140000 sec): 3 clusters
  Score: Raw -545426.970296 + Penalty 2852.354632 = -542574.615664
  nChanged 10
		SP:Iteration 31Q (72878.350000 sec): 3 clusters
  Score: Raw -545429.249243 + Penalty 2852.354632 = -542576.894612
  nChanged 10
		SP:Iteration 32Q (72878.550000 sec): 3 clusters
  Score: Raw -545431.731286 + Penalty 2852.354632 = -542579.376655
  nChanged 11
		SP:Iteration 33Q (72878.760000 sec): 3 clusters
  Score: Raw -545435.610123 + Penalty 2852.354632 = -542583.255491
  nChanged 16
		SP:Iteration 34Q (72878.970000 sec): 3 clusters
  Score: Raw -545440.932830 + Penalty 2852.354632 = -542588.578199
  nChanged 17
		SP:Iteration 35Q (72879.170000 sec): 3 clusters
  Score: Raw -545445.261458 + Penalty 2852.354632 = -542592.906826
  nChanged 16
		SP:Iteration 36Q (72879.380000 sec): 3 clusters
  Score: Raw -545451.104098 + Penalty 2852.354632 = -542598.749466
  nChanged 17
		SP:Iteration 37Q (72879.580000 sec): 3 clusters
  Score: Raw -545456.966487 + Penalty 2852.354632 = -542604.611855
  nChanged 18
		SP:Iteration 38Q (72879.790000 sec): 3 clusters
  Score: Raw -545462.179175 + Penalty 2852.354632 = -542609.824544
  nChanged 21
		SP:Iteration 39Q (72880.000000 sec): 3 clusters
  Score: Raw -545468.069182 + Penalty 2852.354632 = -542615.714550
  nChanged 11
		SP:Iteration 40F (72880.200000 sec): 3 clusters
  Score: Raw -545473.004644 + Penalty 2852.354632 = -542620.650012
  nChanged 13
		SP:Iteration 41Q (72880.410000 sec): 3 clusters
  Score: Raw -545477.558156 + Penalty 2852.354632 = -542625.203524
  nChanged 22
		SP:Iteration 42Q (72880.620000 sec): 3 clusters
  Score: Raw -545484.242976 + Penalty 2852.354632 = -542631.888345
  nChanged 25
		SP:Iteration 43Q (72880.830000 sec): 3 clusters
  Score: Raw -545492.789492 + Penalty 2852.354632 = -542640.434860
  nChanged 26
		SP:Iteration 44Q (72881.030000 sec): 3 clusters
  Score: Raw -545503.444778 + Penalty 2852.354632 = -542651.090147
  nChanged 20
		SP:Iteration 45Q (72881.270000 sec): 3 clusters
  Score: Raw -545508.861411 + Penalty 2852.354632 = -542656.506779
  nChanged 16
		SP:Iteration 46Q (72881.380000 sec): 3 clusters
  Score: Raw -545512.423043 + Penalty 2852.354632 = -542660.068411
  nChanged 13
		SP:Iteration 47Q (72881.490000 sec): 3 clusters
  Score: Raw -545515.455774 + Penalty 2852.354632 = -542663.101142
  nChanged 13
		SP:Iteration 48Q (72881.680000 sec): 3 clusters
  Score: Raw -545518.537252 + Penalty 2852.354632 = -542666.182621
  nChanged 10
		SP:Iteration 49Q (72881.790000 sec): 3 clusters
  Score: Raw -545521.163115 + Penalty 2852.354632 = -542668.808484
  nChanged 9
		SP:Iteration 50Q (72881.980000 sec): 3 clusters
  Score: Raw -545524.447895 + Penalty 2852.354632 = -542672.093264
  nChanged 10
		SP:Iteration 51Q (72882.190000 sec): 3 clusters
  Score: Raw -545527.376867 + Penalty 2852.354632 = -542675.022236
  nChanged 10
		SP:Iteration 52Q (72882.400000 sec): 3 clusters
  Score: Raw -545529.347555 + Penalty 2852.354632 = -542676.992923
  nChanged 6
		SP:Iteration 53Q (72882.610000 sec): 3 clusters
  Score: Raw -545531.123728 + Penalty 2852.354632 = -542678.769097
  nChanged 6
		SP:Iteration 54Q (72882.800000 sec): 3 clusters
  Score: Raw -545532.953888 + Penalty 2852.354632 = -542680.599256
  nChanged 9
		SP:Iteration 55Q (72882.980000 sec): 3 clusters
  Score: Raw -545535.527429 + Penalty 2852.354632 = -542683.172798
  nChanged 6
		SP:Iteration 56Q (72883.190000 sec): 3 clusters
  Score: Raw -545537.002453 + Penalty 2852.354632 = -542684.647821
  nChanged 9
		SP:Iteration 57Q (72883.400000 sec): 3 clusters
  Score: Raw -545538.951629 + Penalty 2852.354632 = -542686.596997
  nChanged 8
		SP:Iteration 58Q (72883.600000 sec): 3 clusters
  Score: Raw -545540.236397 + Penalty 2852.354632 = -542687.881766
  nChanged 6
		SP:Iteration 59Q (72883.810000 sec): 3 clusters
  Score: Raw -545542.174081 + Penalty 2852.354632 = -542689.819450
  nChanged 4
		SP:Iteration 60F (72884.020000 sec): 3 clusters
  Score: Raw -545542.953688 + Penalty 2852.354632 = -542690.599057
  nChanged 6
		SP:Iteration 61Q (72884.220000 sec): 3 clusters
  Score: Raw -545544.627598 + Penalty 2852.354632 = -542692.272967
  nChanged 4
		SP:Iteration 62Q (72884.430000 sec): 3 clusters
  Score: Raw -545545.236360 + Penalty 2852.354632 = -542692.881728
  nChanged 5
		SP:Iteration 63Q (72884.640000 sec): 3 clusters
  Score: Raw -545546.352772 + Penalty 2852.354632 = -542693.998140
  nChanged 3
		SP:Iteration 64Q (72884.840000 sec): 3 clusters
  Score: Raw -545546.958608 + Penalty 2852.354632 = -542694.603977
  nChanged 5
		SP:Iteration 65Q (72885.050000 sec): 3 clusters
  Score: Raw -545547.977736 + Penalty 2852.354632 = -542695.623104
  nChanged 3
		SP:Iteration 66Q (72885.260000 sec): 3 clusters
  Score: Raw -545548.331692 + Penalty 2852.354632 = -542695.977060
  nChanged 5
		SP:Iteration 67Q (72885.460000 sec): 3 clusters
  Score: Raw -545549.130345 + Penalty 2852.354632 = -542696.775714
  nChanged 3
		SP:Iteration 68Q (72885.660000 sec): 3 clusters
  Score: Raw -545549.632869 + Penalty 2852.354632 = -542697.278238
  nChanged 1
		SP:Iteration 69Q (72885.870000 sec): 3 clusters
  Score: Raw -545549.756612 + Penalty 2852.354632 = -542697.401980
  nChanged 0
		SP:Iteration 70F (72886.080000 sec): 3 clusters
  Score: Raw -545549.756612 + Penalty 2852.354632 = -542697.401980
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72886.280000 sec): 2 clusters
  Score: Raw -994424.763202 + Penalty 1504.531313 = -992920.231889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72886.560000 sec): 3 clusters
  Score: Raw -988395.963431 + Penalty 3009.062625 = -985386.900806
  nChanged 4615
		SP:Iteration 1F (72886.750000 sec): 3 clusters
  Score: Raw -990892.272267 + Penalty 3009.062625 = -987883.209641
  nChanged 715
		SP:Iteration 2F (72887.010000 sec): 3 clusters
  Score: Raw -991252.444383 + Penalty 3009.062625 = -988243.381758
  nChanged 614
		SP:Iteration 3F (72887.270000 sec): 3 clusters
  Score: Raw -991544.801510 + Penalty 3009.062625 = -988535.738884
  nChanged 502
		SP:Iteration 4Q (72887.530000 sec): 3 clusters
  Score: Raw -991754.343152 + Penalty 3009.062625 = -988745.280527
  nChanged 438
		SP:Iteration 5Q (72887.800000 sec): 3 clusters
  Score: Raw -991935.829763 + Penalty 3009.062625 = -988926.767137
  nChanged 388
		SP:Iteration 6Q (72888.060000 sec): 3 clusters
  Score: Raw -992097.744274 + Penalty 3009.062625 = -989088.681649
  nChanged 371
		SP:Iteration 7Q (72888.320000 sec): 3 clusters
  Score: Raw -992257.044048 + Penalty 3009.062625 = -989247.981423
  nChanged 350
		SP:Iteration 8Q (72888.580000 sec): 3 clusters
  Score: Raw -992425.799198 + Penalty 3009.062625 = -989416.736573
  nChanged 333
		SP:Iteration 9Q (72888.850000 sec): 3 clusters
  Score: Raw -992582.613062 + Penalty 3009.062625 = -989573.550437
  nChanged 360
		SP:Iteration 10Q (72889.120000 sec): 3 clusters
  Score: Raw -992743.273736 + Penalty 3009.062625 = -989734.211111
  nChanged 337
		SP:Iteration 11Q (72889.380000 sec): 3 clusters
  Score: Raw -992905.940385 + Penalty 3009.062625 = -989896.877760
  nChanged 342
		SP:Iteration 12Q (72889.650000 sec): 3 clusters
  Score: Raw -993060.076727 + Penalty 3009.062625 = -990051.014101
  nChanged 317
		SP:Iteration 13Q (72889.910000 sec): 3 clusters
  Score: Raw -993193.832849 + Penalty 3009.062625 = -990184.770224
  nChanged 287
		SP:Iteration 14Q (72890.180000 sec): 3 clusters
  Score: Raw -993305.353910 + Penalty 3009.062625 = -990296.291285
  nChanged 257
		SP:Iteration 15Q (72890.440000 sec): 3 clusters
  Score: Raw -993397.424969 + Penalty 3009.062625 = -990388.362343
  nChanged 210
		SP:Iteration 16Q (72890.710000 sec): 3 clusters
  Score: Raw -993461.514351 + Penalty 3009.062625 = -990452.451726
  nChanged 161
		SP:Iteration 17Q (72890.970000 sec): 3 clusters
  Score: Raw -993509.218000 + Penalty 3009.062625 = -990500.155374
  nChanged 131
		SP:Iteration 18Q (72891.240000 sec): 3 clusters
  Score: Raw -993551.239147 + Penalty 3009.062625 = -990542.176522
  nChanged 126
		SP:Iteration 19Q (72891.500000 sec): 3 clusters
  Score: Raw -993594.706686 + Penalty 3009.062625 = -990585.644061
  nChanged 148
		SP:Iteration 20F (72891.770000 sec): 3 clusters
  Score: Raw -993646.027095 + Penalty 3009.062625 = -990636.964469
  nChanged 147
		SP:Iteration 21Q (72892.030000 sec): 3 clusters
  Score: Raw -993699.729556 + Penalty 3009.062625 = -990690.666930
  nChanged 152
		SP:Iteration 22Q (72892.290000 sec): 3 clusters
  Score: Raw -993753.067414 + Penalty 3009.062625 = -990744.004788
  nChanged 148
		SP:Iteration 23Q (72892.550000 sec): 3 clusters
  Score: Raw -993807.195783 + Penalty 3009.062625 = -990798.133157
  nChanged 155
		SP:Iteration 24Q (72892.820000 sec): 3 clusters
  Score: Raw -993862.949888 + Penalty 3009.062625 = -990853.887262
  nChanged 164
		SP:Iteration 25Q (72893.070000 sec): 3 clusters
  Score: Raw -993929.043400 + Penalty 3009.062625 = -990919.980775
  nChanged 148
		SP:Iteration 26Q (72893.340000 sec): 3 clusters
  Score: Raw -993988.225730 + Penalty 3009.062625 = -990979.163104
  nChanged 148
		SP:Iteration 27Q (72893.610000 sec): 3 clusters
  Score: Raw -994044.860675 + Penalty 3009.062625 = -991035.798049
  nChanged 123
		SP:Iteration 28Q (72893.850000 sec): 3 clusters
  Score: Raw -994093.892385 + Penalty 3009.062625 = -991084.829759
  nChanged 156
		SP:Iteration 29Q (72894.140000 sec): 3 clusters
  Score: Raw -994156.725503 + Penalty 3009.062625 = -991147.662878
  nChanged 149
		SP:Iteration 30Q (72894.310000 sec): 3 clusters
  Score: Raw -994220.505378 + Penalty 3009.062625 = -991211.442752
  nChanged 148
		SP:Iteration 31Q (72894.590000 sec): 3 clusters
  Score: Raw -994281.493021 + Penalty 3009.062625 = -991272.430396
  nChanged 134
		SP:Iteration 32Q (72894.770000 sec): 3 clusters
  Score: Raw -994349.156031 + Penalty 3009.062625 = -991340.093405
  nChanged 158
		SP:Iteration 33Q (72894.990000 sec): 3 clusters
  Score: Raw -994434.714776 + Penalty 3009.062625 = -991425.652151
  nChanged 145
		SP:Iteration 34Q (72895.260000 sec): 3 clusters
  Score: Raw -994514.425257 + Penalty 3009.062625 = -991505.362632
  nChanged 142
		SP:Iteration 35Q (72895.530000 sec): 3 clusters
  Score: Raw -994585.084106 + Penalty 3009.062625 = -991576.021481
  nChanged 123
		SP:Iteration 36Q (72895.790000 sec): 3 clusters
  Score: Raw -994644.049637 + Penalty 3009.062625 = -991634.987011
  nChanged 118
		SP:Iteration 37Q (72895.930000 sec): 3 clusters
  Score: Raw -994703.122741 + Penalty 3009.062625 = -991694.060116
  nChanged 100
		SP:Iteration 38Q (72896.100000 sec): 3 clusters
  Score: Raw -994753.300806 + Penalty 3009.062625 = -991744.238181
  nChanged 92
		SP:Iteration 39Q (72896.330000 sec): 3 clusters
  Score: Raw -994797.472359 + Penalty 3009.062625 = -991788.409734
  nChanged 83
		SP:Iteration 40F (72896.550000 sec): 3 clusters
  Score: Raw -994833.081708 + Penalty 3009.062625 = -991824.019083
  nChanged 75
		SP:Iteration 41Q (72896.810000 sec): 3 clusters
  Score: Raw -994863.502970 + Penalty 3009.062625 = -991854.440345
  nChanged 57
		SP:Iteration 42Q (72897.070000 sec): 3 clusters
  Score: Raw -994888.049155 + Penalty 3009.062625 = -991878.986530
  nChanged 49
		SP:Iteration 43Q (72897.340000 sec): 3 clusters
  Score: Raw -994907.318380 + Penalty 3009.062625 = -991898.255755
  nChanged 47
		SP:Iteration 44Q (72897.600000 sec): 3 clusters
  Score: Raw -994927.174327 + Penalty 3009.062625 = -991918.111702
  nChanged 43
		SP:Iteration 45Q (72897.860000 sec): 3 clusters
  Score: Raw -994945.484787 + Penalty 3009.062625 = -991936.422162
  nChanged 38
		SP:Iteration 46Q (72898.040000 sec): 3 clusters
  Score: Raw -994958.567634 + Penalty 3009.062625 = -991949.505008
  nChanged 27
		SP:Iteration 47Q (72898.300000 sec): 3 clusters
  Score: Raw -994968.015726 + Penalty 3009.062625 = -991958.953101
  nChanged 32
		SP:Iteration 48Q (72898.570000 sec): 3 clusters
  Score: Raw -994976.276738 + Penalty 3009.062625 = -991967.214113
  nChanged 22
		SP:Iteration 49Q (72898.790000 sec): 3 clusters
  Score: Raw -994983.190893 + Penalty 3009.062625 = -991974.128267
  nChanged 14
		SP:Iteration 50Q (72899.010000 sec): 3 clusters
  Score: Raw -994988.524464 + Penalty 3009.062625 = -991979.461838
  nChanged 18
		SP:Iteration 51Q (72899.230000 sec): 3 clusters
  Score: Raw -994995.076612 + Penalty 3009.062625 = -991986.013987
  nChanged 23
		SP:Iteration 52Q (72899.450000 sec): 3 clusters
  Score: Raw -995002.881791 + Penalty 3009.062625 = -991993.819166
  nChanged 17
		SP:Iteration 53Q (72899.660000 sec): 3 clusters
  Score: Raw -995008.001764 + Penalty 3009.062625 = -991998.939138
  nChanged 17
		SP:Iteration 54Q (72899.890000 sec): 3 clusters
  Score: Raw -995012.389810 + Penalty 3009.062625 = -992003.327185
  nChanged 18
		SP:Iteration 55Q (72900.110000 sec): 3 clusters
  Score: Raw -995016.559642 + Penalty 3009.062625 = -992007.497016
  nChanged 11
		SP:Iteration 56Q (72900.330000 sec): 3 clusters
  Score: Raw -995019.454502 + Penalty 3009.062625 = -992010.391877
  nChanged 12
		SP:Iteration 57Q (72900.590000 sec): 3 clusters
  Score: Raw -995021.989177 + Penalty 3009.062625 = -992012.926552
  nChanged 9
		SP:Iteration 58Q (72900.810000 sec): 3 clusters
  Score: Raw -995024.428492 + Penalty 3009.062625 = -992015.365866
  nChanged 8
		SP:Iteration 59Q (72901.070000 sec): 3 clusters
  Score: Raw -995026.840547 + Penalty 3009.062625 = -992017.777921
  nChanged 11
		SP:Iteration 60F (72901.330000 sec): 3 clusters
  Score: Raw -995030.291785 + Penalty 3009.062625 = -992021.229160
  nChanged 8
		SP:Iteration 61Q (72901.550000 sec): 3 clusters
  Score: Raw -995032.749160 + Penalty 3009.062625 = -992023.686534
  nChanged 7
		SP:Iteration 62Q (72901.770000 sec): 3 clusters
  Score: Raw -995035.040452 + Penalty 3009.062625 = -992025.977826
  nChanged 11
		SP:Iteration 63Q (72901.990000 sec): 3 clusters
  Score: Raw -995039.501391 + Penalty 3009.062625 = -992030.438765
  nChanged 9
		SP:Iteration 64Q (72902.210000 sec): 3 clusters
  Score: Raw -995042.083784 + Penalty 3009.062625 = -992033.021159
  nChanged 9
		SP:Iteration 65Q (72902.430000 sec): 3 clusters
  Score: Raw -995044.505751 + Penalty 3009.062625 = -992035.443125
  nChanged 8
		SP:Iteration 66Q (72902.650000 sec): 3 clusters
  Score: Raw -995046.481762 + Penalty 3009.062625 = -992037.419137
  nChanged 7
		SP:Iteration 67Q (72902.880000 sec): 3 clusters
  Score: Raw -995048.303720 + Penalty 3009.062625 = -992039.241094
  nChanged 6
		SP:Iteration 68Q (72903.090000 sec): 3 clusters
  Score: Raw -995050.078775 + Penalty 3009.062625 = -992041.016150
  nChanged 6
		SP:Iteration 69Q (72903.310000 sec): 3 clusters
  Score: Raw -995051.860082 + Penalty 3009.062625 = -992042.797456
  nChanged 6
		SP:Iteration 70Q (72903.530000 sec): 3 clusters
  Score: Raw -995054.019334 + Penalty 3009.062625 = -992044.956709
  nChanged 4
		SP:Iteration 71Q (72903.750000 sec): 3 clusters
  Score: Raw -995055.240891 + Penalty 3009.062625 = -992046.178266
  nChanged 4
		SP:Iteration 72Q (72903.970000 sec): 3 clusters
  Score: Raw -995056.700093 + Penalty 3009.062625 = -992047.637467
  nChanged 2
		SP:Iteration 73Q (72904.190000 sec): 3 clusters
  Score: Raw -995057.096379 + Penalty 3009.062625 = -992048.033753
  nChanged 1
		SP:Iteration 74Q (72904.410000 sec): 3 clusters
  Score: Raw -995057.310896 + Penalty 3009.062625 = -992048.248271
  nChanged 1
		SP:Iteration 75Q (72904.630000 sec): 3 clusters
  Score: Raw -995057.527910 + Penalty 3009.062625 = -992048.465284
  nChanged 1
		SP:Iteration 76Q (72904.850000 sec): 3 clusters
  Score: Raw -995057.732654 + Penalty 3009.062625 = -992048.670029
  nChanged 1
		SP:Iteration 77Q (72905.080000 sec): 3 clusters
  Score: Raw -995057.908818 + Penalty 3009.062625 = -992048.846193
  nChanged 0
		SP:Iteration 78F (72905.340000 sec): 3 clusters
  Score: Raw -995057.908818 + Penalty 3009.062625 = -992048.846193
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (8476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72905.450000 sec): 2 clusters
  Score: Raw -745637.628661 + Penalty 1469.811512 = -744167.817149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72905.650000 sec): 3 clusters
  Score: Raw -740881.900029 + Penalty 2939.623024 = -737942.277006
  nChanged 3666
		SP:Iteration 1F (72905.850000 sec): 3 clusters
  Score: Raw -742946.869004 + Penalty 2939.623024 = -740007.245980
  nChanged 628
		SP:Iteration 2F (72906.050000 sec): 3 clusters
  Score: Raw -743376.180082 + Penalty 2939.623024 = -740436.557059
  nChanged 597
		SP:Iteration 3F (72906.240000 sec): 3 clusters
  Score: Raw -743794.433208 + Penalty 2939.623024 = -740854.810184
  nChanged 574
		SP:Iteration 4F (72906.430000 sec): 3 clusters
  Score: Raw -744192.595557 + Penalty 2939.623024 = -741252.972534
  nChanged 493
		SP:Iteration 5F (72906.630000 sec): 3 clusters
  Score: Raw -744507.094555 + Penalty 2939.623024 = -741567.471531
  nChanged 442
		SP:Iteration 6F (72906.820000 sec): 3 clusters
  Score: Raw -744797.247078 + Penalty 2939.623024 = -741857.624054
  nChanged 395
		SP:Iteration 7Q (72907.010000 sec): 3 clusters
  Score: Raw -745055.124351 + Penalty 2939.623024 = -742115.501327
  nChanged 324
		SP:Iteration 8Q (72907.210000 sec): 3 clusters
  Score: Raw -745252.973983 + Penalty 2939.623024 = -742313.350959
  nChanged 283
		SP:Iteration 9Q (72907.400000 sec): 3 clusters
  Score: Raw -745397.393521 + Penalty 2939.623024 = -742457.770498
  nChanged 217
		SP:Iteration 10Q (72907.590000 sec): 3 clusters
  Score: Raw -745508.284278 + Penalty 2939.623024 = -742568.661254
  nChanged 179
		SP:Iteration 11Q (72907.790000 sec): 3 clusters
  Score: Raw -745598.272370 + Penalty 2939.623024 = -742658.649346
  nChanged 168
		SP:Iteration 12Q (72908.030000 sec): 3 clusters
  Score: Raw -745685.123641 + Penalty 2939.623024 = -742745.500617
  nChanged 145
		SP:Iteration 13Q (72908.210000 sec): 3 clusters
  Score: Raw -745757.061635 + Penalty 2939.623024 = -742817.438612
  nChanged 136
		SP:Iteration 14Q (72908.410000 sec): 3 clusters
  Score: Raw -745822.789376 + Penalty 2939.623024 = -742883.166353
  nChanged 140
		SP:Iteration 15Q (72908.600000 sec): 3 clusters
  Score: Raw -745895.742166 + Penalty 2939.623024 = -742956.119142
  nChanged 124
		SP:Iteration 16Q (72908.790000 sec): 3 clusters
  Score: Raw -745954.270322 + Penalty 2939.623024 = -743014.647298
  nChanged 116
		SP:Iteration 17Q (72908.980000 sec): 3 clusters
  Score: Raw -746006.984114 + Penalty 2939.623024 = -743067.361090
  nChanged 101
		SP:Iteration 18Q (72909.170000 sec): 3 clusters
  Score: Raw -746048.684224 + Penalty 2939.623024 = -743109.061200
  nChanged 79
		SP:Iteration 19Q (72909.370000 sec): 3 clusters
  Score: Raw -746083.340148 + Penalty 2939.623024 = -743143.717125
  nChanged 85
		SP:Iteration 20F (72909.560000 sec): 3 clusters
  Score: Raw -746115.858032 + Penalty 2939.623024 = -743176.235008
  nChanged 75
		SP:Iteration 21Q (72909.760000 sec): 3 clusters
  Score: Raw -746145.036723 + Penalty 2939.623024 = -743205.413700
  nChanged 63
		SP:Iteration 22Q (72909.940000 sec): 3 clusters
  Score: Raw -746166.213303 + Penalty 2939.623024 = -743226.590279
  nChanged 52
		SP:Iteration 23Q (72910.070000 sec): 3 clusters
  Score: Raw -746182.305937 + Penalty 2939.623024 = -743242.682913
  nChanged 47
		SP:Iteration 24Q (72910.260000 sec): 3 clusters
  Score: Raw -746194.676200 + Penalty 2939.623024 = -743255.053176
  nChanged 31
		SP:Iteration 25Q (72910.460000 sec): 3 clusters
  Score: Raw -746202.742395 + Penalty 2939.623024 = -743263.119371
  nChanged 28
		SP:Iteration 26Q (72910.650000 sec): 3 clusters
  Score: Raw -746207.341667 + Penalty 2939.623024 = -743267.718644
  nChanged 24
		SP:Iteration 27Q (72910.840000 sec): 3 clusters
  Score: Raw -746215.718413 + Penalty 2939.623024 = -743276.095389
  nChanged 35
		SP:Iteration 28Q (72911.040000 sec): 3 clusters
  Score: Raw -746227.486428 + Penalty 2939.623024 = -743287.863405
  nChanged 30
		SP:Iteration 29Q (72911.230000 sec): 3 clusters
  Score: Raw -746234.621362 + Penalty 2939.623024 = -743294.998338
  nChanged 23
		SP:Iteration 30Q (72911.430000 sec): 3 clusters
  Score: Raw -746239.695413 + Penalty 2939.623024 = -743300.072389
  nChanged 22
		SP:Iteration 31Q (72911.620000 sec): 3 clusters
  Score: Raw -746245.043929 + Penalty 2939.623024 = -743305.420905
  nChanged 20
		SP:Iteration 32Q (72911.820000 sec): 3 clusters
  Score: Raw -746250.332628 + Penalty 2939.623024 = -743310.709605
  nChanged 30
		SP:Iteration 33Q (72912.010000 sec): 3 clusters
  Score: Raw -746257.624248 + Penalty 2939.623024 = -743318.001224
  nChanged 17
		SP:Iteration 34Q (72912.210000 sec): 3 clusters
  Score: Raw -746260.787925 + Penalty 2939.623024 = -743321.164901
  nChanged 16
		SP:Iteration 35Q (72912.400000 sec): 3 clusters
  Score: Raw -746264.017798 + Penalty 2939.623024 = -743324.394774
  nChanged 15
		SP:Iteration 36Q (72912.600000 sec): 3 clusters
  Score: Raw -746267.433600 + Penalty 2939.623024 = -743327.810577
  nChanged 14
		SP:Iteration 37Q (72912.790000 sec): 3 clusters
  Score: Raw -746270.506069 + Penalty 2939.623024 = -743330.883045
  nChanged 9
		SP:Iteration 38Q (72912.980000 sec): 3 clusters
  Score: Raw -746271.980743 + Penalty 2939.623024 = -743332.357719
  nChanged 7
		SP:Iteration 39Q (72913.240000 sec): 3 clusters
  Score: Raw -746272.940496 + Penalty 2939.623024 = -743333.317472
  nChanged 7
		SP:Iteration 40F (72913.460000 sec): 3 clusters
  Score: Raw -746273.886935 + Penalty 2939.623024 = -743334.263911
  nChanged 3
		SP:Iteration 41Q (72913.640000 sec): 3 clusters
  Score: Raw -746274.233978 + Penalty 2939.623024 = -743334.610955
  nChanged 3
		SP:Iteration 42Q (72913.910000 sec): 3 clusters
  Score: Raw -746274.990892 + Penalty 2939.623024 = -743335.367868
  nChanged 3
		SP:Iteration 43Q (72914.100000 sec): 3 clusters
  Score: Raw -746275.333799 + Penalty 2939.623024 = -743335.710775
  nChanged 3
		SP:Iteration 44Q (72914.300000 sec): 3 clusters
  Score: Raw -746275.809608 + Penalty 2939.623024 = -743336.186584
  nChanged 2
		SP:Iteration 45Q (72914.490000 sec): 3 clusters
  Score: Raw -746276.008319 + Penalty 2939.623024 = -743336.385295
  nChanged 3
		SP:Iteration 46Q (72914.680000 sec): 3 clusters
  Score: Raw -746276.632449 + Penalty 2939.623024 = -743337.009426
  nChanged 3
		SP:Iteration 47Q (72914.880000 sec): 3 clusters
  Score: Raw -746277.165266 + Penalty 2939.623024 = -743337.542242
  nChanged 4
		SP:Iteration 48Q (72915.070000 sec): 3 clusters
  Score: Raw -746277.775527 + Penalty 2939.623024 = -743338.152503
  nChanged 2
		SP:Iteration 49Q (72915.260000 sec): 3 clusters
  Score: Raw -746278.034031 + Penalty 2939.623024 = -743338.411007
  nChanged 1
		SP:Iteration 50Q (72915.460000 sec): 3 clusters
  Score: Raw -746278.137341 + Penalty 2939.623024 = -743338.514317
  nChanged 0
		SP:Iteration 51F (72915.650000 sec): 3 clusters
  Score: Raw -746278.137341 + Penalty 2939.623024 = -743338.514317
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72915.720000 sec): 2 clusters
  Score: Raw -275583.269597 + Penalty 1326.362548 = -274256.907049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72915.900000 sec): 3 clusters
  Score: Raw -273872.798235 + Penalty 2652.725096 = -271220.073139
  nChanged 1400
		SP:Iteration 1F (72916.080000 sec): 3 clusters
  Score: Raw -274801.642280 + Penalty 2652.725096 = -272148.917183
  nChanged 337
		SP:Iteration 2F (72916.250000 sec): 3 clusters
  Score: Raw -275067.228187 + Penalty 2652.725096 = -272414.503090
  nChanged 228
		SP:Iteration 3F (72916.430000 sec): 3 clusters
  Score: Raw -275233.519923 + Penalty 2652.725096 = -272580.794827
  nChanged 168
		SP:Iteration 4Q (72916.600000 sec): 3 clusters
  Score: Raw -275352.862990 + Penalty 2652.725096 = -272700.137894
  nChanged 133
		SP:Iteration 5Q (72916.780000 sec): 3 clusters
  Score: Raw -275437.137007 + Penalty 2652.725096 = -272784.411911
  nChanged 111
		SP:Iteration 6Q (72916.960000 sec): 3 clusters
  Score: Raw -275508.893950 + Penalty 2652.725096 = -272856.168854
  nChanged 92
		SP:Iteration 7Q (72917.130000 sec): 3 clusters
  Score: Raw -275570.286383 + Penalty 2652.725096 = -272917.561287
  nChanged 84
		SP:Iteration 8Q (72917.310000 sec): 3 clusters
  Score: Raw -275625.054063 + Penalty 2652.725096 = -272972.328966
  nChanged 72
		SP:Iteration 9Q (72917.480000 sec): 3 clusters
  Score: Raw -275669.160765 + Penalty 2652.725096 = -273016.435668
  nChanged 70
		SP:Iteration 10Q (72917.660000 sec): 3 clusters
  Score: Raw -275712.250294 + Penalty 2652.725096 = -273059.525198
  nChanged 67
		SP:Iteration 11Q (72917.840000 sec): 3 clusters
  Score: Raw -275747.052716 + Penalty 2652.725096 = -273094.327620
  nChanged 66
		SP:Iteration 12Q (72918.010000 sec): 3 clusters
  Score: Raw -275789.264113 + Penalty 2652.725096 = -273136.539017
  nChanged 60
		SP:Iteration 13Q (72918.190000 sec): 3 clusters
  Score: Raw -275817.323588 + Penalty 2652.725096 = -273164.598492
  nChanged 37
		SP:Iteration 14Q (72918.360000 sec): 3 clusters
  Score: Raw -275840.744373 + Penalty 2652.725096 = -273188.019277
  nChanged 43
		SP:Iteration 15Q (72918.540000 sec): 3 clusters
  Score: Raw -275862.212676 + Penalty 2652.725096 = -273209.487580
  nChanged 37
		SP:Iteration 16Q (72918.720000 sec): 3 clusters
  Score: Raw -275880.495313 + Penalty 2652.725096 = -273227.770217
  nChanged 30
		SP:Iteration 17Q (72918.890000 sec): 3 clusters
  Score: Raw -275896.516303 + Penalty 2652.725096 = -273243.791206
  nChanged 24
		SP:Iteration 18Q (72919.070000 sec): 3 clusters
  Score: Raw -275905.252228 + Penalty 2652.725096 = -273252.527132
  nChanged 21
		SP:Iteration 19Q (72919.240000 sec): 3 clusters
  Score: Raw -275914.525631 + Penalty 2652.725096 = -273261.800535
  nChanged 17
		SP:Iteration 20F (72919.420000 sec): 3 clusters
  Score: Raw -275921.577933 + Penalty 2652.725096 = -273268.852837
  nChanged 7
		SP:Iteration 21Q (72919.600000 sec): 3 clusters
  Score: Raw -275924.138927 + Penalty 2652.725096 = -273271.413830
  nChanged 13
		SP:Iteration 22Q (72919.770000 sec): 3 clusters
  Score: Raw -275931.413682 + Penalty 2652.725096 = -273278.688586
  nChanged 25
		SP:Iteration 23Q (72919.950000 sec): 3 clusters
  Score: Raw -275947.627240 + Penalty 2652.725096 = -273294.902144
  nChanged 30
		SP:Iteration 24Q (72920.120000 sec): 3 clusters
  Score: Raw -275963.093115 + Penalty 2652.725096 = -273310.368018
  nChanged 35
		SP:Iteration 25Q (72920.300000 sec): 3 clusters
  Score: Raw -275980.466272 + Penalty 2652.725096 = -273327.741176
  nChanged 31
		SP:Iteration 26Q (72920.470000 sec): 3 clusters
  Score: Raw -275993.458941 + Penalty 2652.725096 = -273340.733845
  nChanged 29
		SP:Iteration 27Q (72920.650000 sec): 3 clusters
  Score: Raw -276006.394941 + Penalty 2652.725096 = -273353.669845
  nChanged 33
		SP:Iteration 28Q (72920.820000 sec): 3 clusters
  Score: Raw -276021.282184 + Penalty 2652.725096 = -273368.557088
  nChanged 28
		SP:Iteration 29Q (72921.000000 sec): 3 clusters
  Score: Raw -276037.713098 + Penalty 2652.725096 = -273384.988002
  nChanged 25
		SP:Iteration 30Q (72921.180000 sec): 3 clusters
  Score: Raw -276049.064134 + Penalty 2652.725096 = -273396.339038
  nChanged 15
		SP:Iteration 31Q (72921.350000 sec): 3 clusters
  Score: Raw -276055.210059 + Penalty 2652.725096 = -273402.484963
  nChanged 15
		SP:Iteration 32Q (72921.530000 sec): 3 clusters
  Score: Raw -276062.027909 + Penalty 2652.725096 = -273409.302813
  nChanged 17
		SP:Iteration 33Q (72921.700000 sec): 3 clusters
  Score: Raw -276067.997899 + Penalty 2652.725096 = -273415.272803
  nChanged 19
		SP:Iteration 34Q (72921.880000 sec): 3 clusters
  Score: Raw -276074.979597 + Penalty 2652.725096 = -273422.254501
  nChanged 12
		SP:Iteration 35Q (72922.060000 sec): 3 clusters
  Score: Raw -276080.526776 + Penalty 2652.725096 = -273427.801679
  nChanged 15
		SP:Iteration 36Q (72922.230000 sec): 3 clusters
  Score: Raw -276086.857169 + Penalty 2652.725096 = -273434.132073
  nChanged 18
		SP:Iteration 37Q (72922.410000 sec): 3 clusters
  Score: Raw -276096.645278 + Penalty 2652.725096 = -273443.920182
  nChanged 17
		SP:Iteration 38Q (72922.580000 sec): 3 clusters
  Score: Raw -276103.038176 + Penalty 2652.725096 = -273450.313080
  nChanged 17
		SP:Iteration 39Q (72922.760000 sec): 3 clusters
  Score: Raw -276110.810307 + Penalty 2652.725096 = -273458.085211
  nChanged 21
		SP:Iteration 40F (72922.920000 sec): 3 clusters
  Score: Raw -276117.313579 + Penalty 2652.725096 = -273464.588482
  nChanged 16
		SP:Iteration 41Q (72923.080000 sec): 3 clusters
  Score: Raw -276122.316173 + Penalty 2652.725096 = -273469.591077
  nChanged 17
		SP:Iteration 42Q (72923.240000 sec): 3 clusters
  Score: Raw -276127.176132 + Penalty 2652.725096 = -273474.451036
  nChanged 13
		SP:Iteration 43Q (72923.410000 sec): 3 clusters
  Score: Raw -276130.981843 + Penalty 2652.725096 = -273478.256746
  nChanged 7
		SP:Iteration 44Q (72923.580000 sec): 3 clusters
  Score: Raw -276132.615963 + Penalty 2652.725096 = -273479.890866
  nChanged 5
		SP:Iteration 45Q (72923.740000 sec): 3 clusters
  Score: Raw -276134.618829 + Penalty 2652.725096 = -273481.893732
  nChanged 4
		SP:Iteration 46Q (72923.910000 sec): 3 clusters
  Score: Raw -276136.111110 + Penalty 2652.725096 = -273483.386014
  nChanged 7
		SP:Iteration 47Q (72924.070000 sec): 3 clusters
  Score: Raw -276137.845640 + Penalty 2652.725096 = -273485.120544
  nChanged 6
		SP:Iteration 48Q (72924.230000 sec): 3 clusters
  Score: Raw -276139.752274 + Penalty 2652.725096 = -273487.027177
  nChanged 3
		SP:Iteration 49Q (72924.390000 sec): 3 clusters
  Score: Raw -276140.250013 + Penalty 2652.725096 = -273487.524917
  nChanged 2
		SP:Iteration 50Q (72924.560000 sec): 3 clusters
  Score: Raw -276141.046898 + Penalty 2652.725096 = -273488.321802
  nChanged 1
		SP:Iteration 51Q (72924.720000 sec): 3 clusters
  Score: Raw -276141.639906 + Penalty 2652.725096 = -273488.914810
  nChanged 1
		SP:Iteration 52Q (72924.890000 sec): 3 clusters
  Score: Raw -276141.971993 + Penalty 2652.725096 = -273489.246896
  nChanged 0
		SP:Iteration 53F (72925.050000 sec): 3 clusters
  Score: Raw -276141.971993 + Penalty 2652.725096 = -273489.246896
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (2984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72925.110000 sec): 2 clusters
  Score: Raw -242002.720125 + Penalty 1300.165744 = -240702.554382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72925.180000 sec): 3 clusters
  Score: Raw -240627.061728 + Penalty 2600.331487 = -238026.730240
  nChanged 1115
		SP:Iteration 1F (72925.240000 sec): 3 clusters
  Score: Raw -241354.489416 + Penalty 2600.331487 = -238754.157929
  nChanged 274
		SP:Iteration 2F (72925.300000 sec): 3 clusters
  Score: Raw -241625.180716 + Penalty 2600.331487 = -239024.849228
  nChanged 211
		SP:Iteration 3F (72925.360000 sec): 3 clusters
  Score: Raw -241852.861695 + Penalty 2600.331487 = -239252.530207
  nChanged 191
		SP:Iteration 4F (72925.420000 sec): 3 clusters
  Score: Raw -242055.175160 + Penalty 2600.331487 = -239454.843673
  nChanged 163
		SP:Iteration 5F (72925.480000 sec): 3 clusters
  Score: Raw -242191.746172 + Penalty 2600.331487 = -239591.414684
  nChanged 119
		SP:Iteration 6Q (72925.540000 sec): 3 clusters
  Score: Raw -242291.851242 + Penalty 2600.331487 = -239691.519755
  nChanged 96
		SP:Iteration 7Q (72925.590000 sec): 3 clusters
  Score: Raw -242355.648876 + Penalty 2600.331487 = -239755.317389
  nChanged 74
		SP:Iteration 8Q (72925.650000 sec): 3 clusters
  Score: Raw -242401.564375 + Penalty 2600.331487 = -239801.232887
  nChanged 55
		SP:Iteration 9Q (72925.710000 sec): 3 clusters
  Score: Raw -242430.216640 + Penalty 2600.331487 = -239829.885152
  nChanged 53
		SP:Iteration 10Q (72925.770000 sec): 3 clusters
  Score: Raw -242458.598206 + Penalty 2600.331487 = -239858.266719
  nChanged 38
		SP:Iteration 11Q (72925.830000 sec): 3 clusters
  Score: Raw -242476.353503 + Penalty 2600.331487 = -239876.022016
  nChanged 28
		SP:Iteration 12Q (72925.890000 sec): 3 clusters
  Score: Raw -242488.738599 + Penalty 2600.331487 = -239888.407112
  nChanged 27
		SP:Iteration 13Q (72925.950000 sec): 3 clusters
  Score: Raw -242503.903222 + Penalty 2600.331487 = -239903.571734
  nChanged 41
		SP:Iteration 14Q (72926.010000 sec): 3 clusters
  Score: Raw -242526.392056 + Penalty 2600.331487 = -239926.060568
  nChanged 34
		SP:Iteration 15Q (72926.070000 sec): 3 clusters
  Score: Raw -242546.543378 + Penalty 2600.331487 = -239946.211890
  nChanged 39
		SP:Iteration 16Q (72926.160000 sec): 3 clusters
  Score: Raw -242566.726558 + Penalty 2600.331487 = -239966.395071
  nChanged 30
		SP:Iteration 17Q (72926.220000 sec): 3 clusters
  Score: Raw -242584.925495 + Penalty 2600.331487 = -239984.594007
  nChanged 31
		SP:Iteration 18Q (72926.280000 sec): 3 clusters
  Score: Raw -242603.420454 + Penalty 2600.331487 = -240003.088966
  nChanged 31
		SP:Iteration 19Q (72926.340000 sec): 3 clusters
  Score: Raw -242619.183013 + Penalty 2600.331487 = -240018.851526
  nChanged 27
		SP:Iteration 20F (72926.400000 sec): 3 clusters
  Score: Raw -242631.927058 + Penalty 2600.331487 = -240031.595570
  nChanged 27
		SP:Iteration 21Q (72926.460000 sec): 3 clusters
  Score: Raw -242645.653893 + Penalty 2600.331487 = -240045.322406
  nChanged 21
		SP:Iteration 22Q (72926.520000 sec): 3 clusters
  Score: Raw -242654.835265 + Penalty 2600.331487 = -240054.503778
  nChanged 16
		SP:Iteration 23Q (72926.580000 sec): 3 clusters
  Score: Raw -242659.911222 + Penalty 2600.331487 = -240059.579735
  nChanged 16
		SP:Iteration 24Q (72926.640000 sec): 3 clusters
  Score: Raw -242668.377697 + Penalty 2600.331487 = -240068.046210
  nChanged 15
		SP:Iteration 25Q (72926.690000 sec): 3 clusters
  Score: Raw -242675.222536 + Penalty 2600.331487 = -240074.891048
  nChanged 16
		SP:Iteration 26Q (72926.750000 sec): 3 clusters
  Score: Raw -242682.091073 + Penalty 2600.331487 = -240081.759585
  nChanged 13
		SP:Iteration 27Q (72926.810000 sec): 3 clusters
  Score: Raw -242687.972414 + Penalty 2600.331487 = -240087.640927
  nChanged 3
		SP:Iteration 28Q (72926.870000 sec): 3 clusters
  Score: Raw -242690.281599 + Penalty 2600.331487 = -240089.950111
  nChanged 5
		SP:Iteration 29Q (72926.930000 sec): 3 clusters
  Score: Raw -242692.312925 + Penalty 2600.331487 = -240091.981438
  nChanged 6
		SP:Iteration 30Q (72926.990000 sec): 3 clusters
  Score: Raw -242694.977564 + Penalty 2600.331487 = -240094.646077
  nChanged 5
		SP:Iteration 31Q (72927.050000 sec): 3 clusters
  Score: Raw -242697.680456 + Penalty 2600.331487 = -240097.348969
  nChanged 3
		SP:Iteration 32Q (72927.110000 sec): 3 clusters
  Score: Raw -242698.930889 + Penalty 2600.331487 = -240098.599402
  nChanged 1
		SP:Iteration 33Q (72927.170000 sec): 3 clusters
  Score: Raw -242699.143661 + Penalty 2600.331487 = -240098.812174
  nChanged 0
		SP:Iteration 34F (72927.230000 sec): 3 clusters
  Score: Raw -242699.143661 + Penalty 2600.331487 = -240098.812174
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (25467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72927.490000 sec): 2 clusters
  Score: Raw -2426827.208235 + Penalty 1648.585051 = -2425178.623184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72927.790000 sec): 3 clusters
  Score: Raw -2411243.843121 + Penalty 3297.170102 = -2407946.673019
  nChanged 11653
		SP:Iteration 1F (72928.160000 sec): 3 clusters
  Score: Raw -2418378.415085 + Penalty 3297.170102 = -2415081.244983
  nChanged 1628
		SP:Iteration 2F (72928.550000 sec): 3 clusters
  Score: Raw -2419347.693723 + Penalty 3297.170102 = -2416050.523621
  nChanged 1640
		SP:Iteration 3F (72928.950000 sec): 3 clusters
  Score: Raw -2420428.567149 + Penalty 3297.170102 = -2417131.397047
  nChanged 1689
		SP:Iteration 4F (72929.310000 sec): 3 clusters
  Score: Raw -2421653.675158 + Penalty 3297.170102 = -2418356.505056
  nChanged 1678
		SP:Iteration 5F (72929.700000 sec): 3 clusters
  Score: Raw -2422970.965318 + Penalty 3297.170102 = -2419673.795216
  nChanged 1552
		SP:Iteration 6F (72930.060000 sec): 3 clusters
  Score: Raw -2424242.738634 + Penalty 3297.170102 = -2420945.568532
  nChanged 1206
		SP:Iteration 7Q (72930.490000 sec): 3 clusters
  Score: Raw -2425211.716789 + Penalty 3297.170102 = -2421914.546687
  nChanged 851
		SP:Iteration 8Q (72930.890000 sec): 3 clusters
  Score: Raw -2425912.156366 + Penalty 3297.170102 = -2422614.986264
  nChanged 557
		SP:Iteration 9Q (72931.290000 sec): 3 clusters
  Score: Raw -2426384.085418 + Penalty 3297.170102 = -2423086.915316
  nChanged 374
		SP:Iteration 10Q (72931.640000 sec): 3 clusters
  Score: Raw -2426703.311198 + Penalty 3297.170102 = -2423406.141096
  nChanged 236
		SP:Iteration 11Q (72932.000000 sec): 3 clusters
  Score: Raw -2426884.469252 + Penalty 3297.170102 = -2423587.299150
  nChanged 150
		SP:Iteration 12Q (72932.350000 sec): 3 clusters
  Score: Raw -2426986.712377 + Penalty 3297.170102 = -2423689.542275
  nChanged 103
		SP:Iteration 13Q (72932.710000 sec): 3 clusters
  Score: Raw -2427061.563532 + Penalty 3297.170102 = -2423764.393430
  nChanged 76
		SP:Iteration 14Q (72933.040000 sec): 3 clusters
  Score: Raw -2427125.488438 + Penalty 3297.170102 = -2423828.318336
  nChanged 62
		SP:Iteration 15Q (72933.400000 sec): 3 clusters
  Score: Raw -2427176.892889 + Penalty 3297.170102 = -2423879.722787
  nChanged 44
		SP:Iteration 16Q (72933.750000 sec): 3 clusters
  Score: Raw -2427206.303719 + Penalty 3297.170102 = -2423909.133617
  nChanged 36
		SP:Iteration 17Q (72934.110000 sec): 3 clusters
  Score: Raw -2427229.888224 + Penalty 3297.170102 = -2423932.718122
  nChanged 24
		SP:Iteration 18Q (72934.460000 sec): 3 clusters
  Score: Raw -2427244.508306 + Penalty 3297.170102 = -2423947.338204
  nChanged 18
		SP:Iteration 19Q (72934.810000 sec): 3 clusters
  Score: Raw -2427259.995548 + Penalty 3297.170102 = -2423962.825446
  nChanged 16
		SP:Iteration 20F (72935.210000 sec): 3 clusters
  Score: Raw -2427268.896626 + Penalty 3297.170102 = -2423971.726524
  nChanged 9
		SP:Iteration 21Q (72935.560000 sec): 3 clusters
  Score: Raw -2427273.293982 + Penalty 3297.170102 = -2423976.123880
  nChanged 5
		SP:Iteration 22Q (72935.910000 sec): 3 clusters
  Score: Raw -2427275.762740 + Penalty 3297.170102 = -2423978.592638
  nChanged 4
		SP:Iteration 23Q (72936.270000 sec): 3 clusters
  Score: Raw -2427277.668711 + Penalty 3297.170102 = -2423980.498609
  nChanged 4
		SP:Iteration 24Q (72936.620000 sec): 3 clusters
  Score: Raw -2427280.979891 + Penalty 3297.170102 = -2423983.809789
  nChanged 5
		SP:Iteration 25Q (72936.970000 sec): 3 clusters
  Score: Raw -2427283.234148 + Penalty 3297.170102 = -2423986.064046
  nChanged 7
		SP:Iteration 26Q (72937.370000 sec): 3 clusters
  Score: Raw -2427286.789239 + Penalty 3297.170102 = -2423989.619137
  nChanged 3
		SP:Iteration 27Q (72937.730000 sec): 3 clusters
  Score: Raw -2427288.809688 + Penalty 3297.170102 = -2423991.639586
  nChanged 1
		SP:Iteration 28Q (72938.050000 sec): 3 clusters
  Score: Raw -2427289.280276 + Penalty 3297.170102 = -2423992.110174
  nChanged 1
		SP:Iteration 29Q (72938.380000 sec): 3 clusters
  Score: Raw -2427289.786652 + Penalty 3297.170102 = -2423992.616550
  nChanged 0
		SP:Iteration 30F (72938.780000 sec): 3 clusters
  Score: Raw -2427289.786652 + Penalty 3297.170102 = -2423992.616550
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (7104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72938.870000 sec): 2 clusters
  Score: Raw -606725.079194 + Penalty 1441.117159 = -605283.962036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72939.080000 sec): 3 clusters
  Score: Raw -602846.189575 + Penalty 2882.234318 = -599963.955257
  nChanged 3016
		SP:Iteration 1F (72939.280000 sec): 3 clusters
  Score: Raw -604978.984236 + Penalty 2882.234318 = -602096.749918
  nChanged 777
		SP:Iteration 2F (72939.490000 sec): 3 clusters
  Score: Raw -605694.109856 + Penalty 2882.234318 = -602811.875538
  nChanged 598
		SP:Iteration 3F (72939.690000 sec): 3 clusters
  Score: Raw -606200.290033 + Penalty 2882.234318 = -603318.055716
  nChanged 441
		SP:Iteration 4F (72939.890000 sec): 3 clusters
  Score: Raw -606500.659957 + Penalty 2882.234318 = -603618.425640
  nChanged 333
		SP:Iteration 5Q (72940.090000 sec): 3 clusters
  Score: Raw -606720.889061 + Penalty 2882.234318 = -603838.654743
  nChanged 265
		SP:Iteration 6Q (72940.280000 sec): 3 clusters
  Score: Raw -606876.093373 + Penalty 2882.234318 = -603993.859055
  nChanged 225
		SP:Iteration 7Q (72940.390000 sec): 3 clusters
  Score: Raw -607000.611899 + Penalty 2882.234318 = -604118.377581
  nChanged 171
		SP:Iteration 8Q (72940.510000 sec): 3 clusters
  Score: Raw -607104.206884 + Penalty 2882.234318 = -604221.972567
  nChanged 145
		SP:Iteration 9Q (72940.700000 sec): 3 clusters
  Score: Raw -607166.955516 + Penalty 2882.234318 = -604284.721199
  nChanged 125
		SP:Iteration 10Q (72940.900000 sec): 3 clusters
  Score: Raw -607211.710936 + Penalty 2882.234318 = -604329.476619
  nChanged 115
		SP:Iteration 11Q (72941.030000 sec): 3 clusters
  Score: Raw -607251.126590 + Penalty 2882.234318 = -604368.892273
  nChanged 90
		SP:Iteration 12Q (72941.160000 sec): 3 clusters
  Score: Raw -607275.420968 + Penalty 2882.234318 = -604393.186651
  nChanged 67
		SP:Iteration 13Q (72941.340000 sec): 3 clusters
  Score: Raw -607296.354747 + Penalty 2882.234318 = -604414.120429
  nChanged 59
		SP:Iteration 14Q (72941.540000 sec): 3 clusters
  Score: Raw -607314.123997 + Penalty 2882.234318 = -604431.889679
  nChanged 50
		SP:Iteration 15Q (72941.750000 sec): 3 clusters
  Score: Raw -607326.880148 + Penalty 2882.234318 = -604444.645830
  nChanged 37
		SP:Iteration 16Q (72941.950000 sec): 3 clusters
  Score: Raw -607335.576697 + Penalty 2882.234318 = -604453.342379
  nChanged 28
		SP:Iteration 17Q (72942.060000 sec): 3 clusters
  Score: Raw -607340.878700 + Penalty 2882.234318 = -604458.644382
  nChanged 27
		SP:Iteration 18Q (72942.180000 sec): 3 clusters
  Score: Raw -607345.246904 + Penalty 2882.234318 = -604463.012586
  nChanged 17
		SP:Iteration 19Q (72942.300000 sec): 3 clusters
  Score: Raw -607348.553571 + Penalty 2882.234318 = -604466.319253
  nChanged 22
		SP:Iteration 20F (72942.420000 sec): 3 clusters
  Score: Raw -607352.841633 + Penalty 2882.234318 = -604470.607316
  nChanged 19
		SP:Iteration 21Q (72942.550000 sec): 3 clusters
  Score: Raw -607355.028087 + Penalty 2882.234318 = -604472.793770
  nChanged 10
		SP:Iteration 22Q (72942.670000 sec): 3 clusters
  Score: Raw -607355.784378 + Penalty 2882.234318 = -604473.550061
  nChanged 7
		SP:Iteration 23Q (72942.790000 sec): 3 clusters
  Score: Raw -607356.671284 + Penalty 2882.234318 = -604474.436967
  nChanged 2
		SP:Iteration 24Q (72943.000000 sec): 3 clusters
  Score: Raw -607357.243499 + Penalty 2882.234318 = -604475.009181
  nChanged 8
		SP:Iteration 25Q (72943.220000 sec): 3 clusters
  Score: Raw -607357.799602 + Penalty 2882.234318 = -604475.565284
  nChanged 3
		SP:Iteration 26Q (72943.420000 sec): 3 clusters
  Score: Raw -607358.083646 + Penalty 2882.234318 = -604475.849328
  nChanged 4
		SP:Iteration 27Q (72943.630000 sec): 3 clusters
  Score: Raw -607358.512464 + Penalty 2882.234318 = -604476.278147
  nChanged 5
		SP:Iteration 28Q (72943.830000 sec): 3 clusters
  Score: Raw -607359.152136 + Penalty 2882.234318 = -604476.917819
  nChanged 4
		SP:Iteration 29Q (72944.030000 sec): 3 clusters
  Score: Raw -607359.631981 + Penalty 2882.234318 = -604477.397663
  nChanged 5
		SP:Iteration 30Q (72944.230000 sec): 3 clusters
  Score: Raw -607360.382265 + Penalty 2882.234318 = -604478.147948
  nChanged 6
		SP:Iteration 31Q (72944.440000 sec): 3 clusters
  Score: Raw -607361.436091 + Penalty 2882.234318 = -604479.201773
  nChanged 4
		SP:Iteration 32Q (72944.640000 sec): 3 clusters
  Score: Raw -607362.036072 + Penalty 2882.234318 = -604479.801755
  nChanged 5
		SP:Iteration 33Q (72944.840000 sec): 3 clusters
  Score: Raw -607362.560824 + Penalty 2882.234318 = -604480.326506
  nChanged 2
		SP:Iteration 34Q (72945.040000 sec): 3 clusters
  Score: Raw -607362.787847 + Penalty 2882.234318 = -604480.553529
  nChanged 1
		SP:Iteration 35Q (72945.240000 sec): 3 clusters
  Score: Raw -607362.868247 + Penalty 2882.234318 = -604480.633930
  nChanged 1
		SP:Iteration 36Q (72945.440000 sec): 3 clusters
  Score: Raw -607362.912338 + Penalty 2882.234318 = -604480.678020
  nChanged 1
		SP:Iteration 37Q (72945.650000 sec): 3 clusters
  Score: Raw -607363.200274 + Penalty 2882.234318 = -604480.965956
  nChanged 2
		SP:Iteration 38Q (72945.850000 sec): 3 clusters
  Score: Raw -607363.685281 + Penalty 2882.234318 = -604481.450964
  nChanged 3
		SP:Iteration 39Q (72946.050000 sec): 3 clusters
  Score: Raw -607364.093699 + Penalty 2882.234318 = -604481.859382
  nChanged 3
		SP:Iteration 40F (72946.260000 sec): 3 clusters
  Score: Raw -607364.588575 + Penalty 2882.234318 = -604482.354258
  nChanged 7
		SP:Iteration 41Q (72946.460000 sec): 3 clusters
  Score: Raw -607365.966358 + Penalty 2882.234318 = -604483.732040
  nChanged 8
		SP:Iteration 42Q (72946.660000 sec): 3 clusters
  Score: Raw -607367.681342 + Penalty 2882.234318 = -604485.447025
  nChanged 7
		SP:Iteration 43Q (72946.860000 sec): 3 clusters
  Score: Raw -607368.526496 + Penalty 2882.234318 = -604486.292179
  nChanged 2
		SP:Iteration 44Q (72947.060000 sec): 3 clusters
  Score: Raw -607368.710541 + Penalty 2882.234318 = -604486.476224
  nChanged 0
		SP:Iteration 45F (72947.260000 sec): 3 clusters
  Score: Raw -607368.710541 + Penalty 2882.234318 = -604486.476224
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (6079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72947.370000 sec): 2 clusters
  Score: Raw -414987.235540 + Penalty 1415.796767 = -413571.438773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72947.540000 sec): 3 clusters
  Score: Raw -411901.893975 + Penalty 2831.593534 = -409070.300442
  nChanged 2490
		SP:Iteration 1F (72947.710000 sec): 3 clusters
  Score: Raw -413717.554022 + Penalty 2831.593534 = -410885.960488
  nChanged 573
		SP:Iteration 2F (72947.870000 sec): 3 clusters
  Score: Raw -414272.980987 + Penalty 2831.593534 = -411441.387454
  nChanged 487
		SP:Iteration 3F (72948.040000 sec): 3 clusters
  Score: Raw -414713.275038 + Penalty 2831.593534 = -411881.681504
  nChanged 370
		SP:Iteration 4F (72948.140000 sec): 3 clusters
  Score: Raw -415008.422242 + Penalty 2831.593534 = -412176.828709
  nChanged 272
		SP:Iteration 5Q (72948.240000 sec): 3 clusters
  Score: Raw -415183.424383 + Penalty 2831.593534 = -412351.830849
  nChanged 202
		SP:Iteration 6Q (72948.460000 sec): 3 clusters
  Score: Raw -415295.296548 + Penalty 2831.593534 = -412463.703014
  nChanged 149
		SP:Iteration 7Q (72948.600000 sec): 3 clusters
  Score: Raw -415363.036146 + Penalty 2831.593534 = -412531.442612
  nChanged 105
		SP:Iteration 8Q (72948.810000 sec): 3 clusters
  Score: Raw -415405.920912 + Penalty 2831.593534 = -412574.327378
  nChanged 91
		SP:Iteration 9Q (72948.960000 sec): 3 clusters
  Score: Raw -415436.291504 + Penalty 2831.593534 = -412604.697970
  nChanged 87
		SP:Iteration 10Q (72949.150000 sec): 3 clusters
  Score: Raw -415467.035390 + Penalty 2831.593534 = -412635.441856
  nChanged 75
		SP:Iteration 11Q (72949.330000 sec): 3 clusters
  Score: Raw -415493.693275 + Penalty 2831.593534 = -412662.099742
  nChanged 70
		SP:Iteration 12Q (72949.440000 sec): 3 clusters
  Score: Raw -415523.591951 + Penalty 2831.593534 = -412691.998418
  nChanged 64
		SP:Iteration 13Q (72949.550000 sec): 3 clusters
  Score: Raw -415544.682153 + Penalty 2831.593534 = -412713.088620
  nChanged 50
		SP:Iteration 14Q (72949.650000 sec): 3 clusters
  Score: Raw -415557.926584 + Penalty 2831.593534 = -412726.333050
  nChanged 35
		SP:Iteration 15Q (72949.760000 sec): 3 clusters
  Score: Raw -415565.986439 + Penalty 2831.593534 = -412734.392905
  nChanged 34
		SP:Iteration 16Q (72949.950000 sec): 3 clusters
  Score: Raw -415573.456181 + Penalty 2831.593534 = -412741.862648
  nChanged 21
		SP:Iteration 17Q (72950.160000 sec): 3 clusters
  Score: Raw -415577.335625 + Penalty 2831.593534 = -412745.742092
  nChanged 16
		SP:Iteration 18Q (72950.330000 sec): 3 clusters
  Score: Raw -415581.390190 + Penalty 2831.593534 = -412749.796656
  nChanged 11
		SP:Iteration 19Q (72950.510000 sec): 3 clusters
  Score: Raw -415584.142724 + Penalty 2831.593534 = -412752.549190
  nChanged 16
		SP:Iteration 20F (72950.620000 sec): 3 clusters
  Score: Raw -415588.144721 + Penalty 2831.593534 = -412756.551188
  nChanged 17
		SP:Iteration 21Q (72950.740000 sec): 3 clusters
  Score: Raw -415590.806714 + Penalty 2831.593534 = -412759.213181
  nChanged 9
		SP:Iteration 22Q (72950.930000 sec): 3 clusters
  Score: Raw -415592.810838 + Penalty 2831.593534 = -412761.217305
  nChanged 4
		SP:Iteration 23Q (72951.090000 sec): 3 clusters
  Score: Raw -415593.800488 + Penalty 2831.593534 = -412762.206955
  nChanged 6
		SP:Iteration 24Q (72951.260000 sec): 3 clusters
  Score: Raw -415594.647941 + Penalty 2831.593534 = -412763.054408
  nChanged 4
		SP:Iteration 25Q (72951.360000 sec): 3 clusters
  Score: Raw -415595.519617 + Penalty 2831.593534 = -412763.926083
  nChanged 5
		SP:Iteration 26Q (72951.470000 sec): 3 clusters
  Score: Raw -415596.588039 + Penalty 2831.593534 = -412764.994505
  nChanged 4
		SP:Iteration 27Q (72951.570000 sec): 3 clusters
  Score: Raw -415597.257903 + Penalty 2831.593534 = -412765.664370
  nChanged 1
		SP:Iteration 28Q (72951.680000 sec): 3 clusters
  Score: Raw -415597.438463 + Penalty 2831.593534 = -412765.844930
  nChanged 1
		SP:Iteration 29Q (72951.790000 sec): 3 clusters
  Score: Raw -415597.746539 + Penalty 2831.593534 = -412766.153006
  nChanged 1
		SP:Iteration 30Q (72951.900000 sec): 3 clusters
  Score: Raw -415597.837836 + Penalty 2831.593534 = -412766.244302
  nChanged 1
		SP:Iteration 31Q (72952.010000 sec): 3 clusters
  Score: Raw -415597.927665 + Penalty 2831.593534 = -412766.334131
  nChanged 1
		SP:Iteration 32Q (72952.210000 sec): 3 clusters
  Score: Raw -415598.059561 + Penalty 2831.593534 = -412766.466027
  nChanged 1
		SP:Iteration 33Q (72952.440000 sec): 3 clusters
  Score: Raw -415598.167983 + Penalty 2831.593534 = -412766.574449
  nChanged 0
		SP:Iteration 34F (72952.620000 sec): 3 clusters
  Score: Raw -415598.167983 + Penalty 2831.593534 = -412766.574449
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72952.690000 sec): 2 clusters
  Score: Raw -99705.076723 + Penalty 1147.327409 = -98557.749313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72952.870000 sec): 3 clusters
  Score: Raw -99277.641380 + Penalty 2294.654819 = -96982.986561
  nChanged 336
		SP:Iteration 1F (72953.040000 sec): 3 clusters
  Score: Raw -99576.800254 + Penalty 2294.654819 = -97282.145435
  nChanged 103
		SP:Iteration 2F (72953.220000 sec): 3 clusters
  Score: Raw -99710.990849 + Penalty 2294.654819 = -97416.336030
  nChanged 64
		SP:Iteration 3F (72953.400000 sec): 3 clusters
  Score: Raw -99766.223079 + Penalty 2294.654819 = -97471.568260
  nChanged 34
		SP:Iteration 4Q (72953.570000 sec): 3 clusters
  Score: Raw -99797.458744 + Penalty 2294.654819 = -97502.803925
  nChanged 23
		SP:Iteration 5Q (72953.740000 sec): 3 clusters
  Score: Raw -99819.431544 + Penalty 2294.654819 = -97524.776725
  nChanged 15
		SP:Iteration 6Q (72953.920000 sec): 3 clusters
  Score: Raw -99833.134455 + Penalty 2294.654819 = -97538.479636
  nChanged 20
		SP:Iteration 7Q (72954.100000 sec): 3 clusters
  Score: Raw -99848.775031 + Penalty 2294.654819 = -97554.120212
  nChanged 19
		SP:Iteration 8Q (72954.270000 sec): 3 clusters
  Score: Raw -99864.391021 + Penalty 2294.654819 = -97569.736202
  nChanged 20
		SP:Iteration 9Q (72954.450000 sec): 3 clusters
  Score: Raw -99880.991740 + Penalty 2294.654819 = -97586.336921
  nChanged 19
		SP:Iteration 10Q (72954.620000 sec): 3 clusters
  Score: Raw -99895.028994 + Penalty 2294.654819 = -97600.374175
  nChanged 13
		SP:Iteration 11Q (72954.800000 sec): 3 clusters
  Score: Raw -99905.815448 + Penalty 2294.654819 = -97611.160630
  nChanged 12
		SP:Iteration 12Q (72954.980000 sec): 3 clusters
  Score: Raw -99915.976864 + Penalty 2294.654819 = -97621.322045
  nChanged 11
		SP:Iteration 13Q (72955.150000 sec): 3 clusters
  Score: Raw -99922.125846 + Penalty 2294.654819 = -97627.471027
  nChanged 7
		SP:Iteration 14Q (72955.330000 sec): 3 clusters
  Score: Raw -99924.740538 + Penalty 2294.654819 = -97630.085719
  nChanged 6
		SP:Iteration 15Q (72955.500000 sec): 3 clusters
  Score: Raw -99928.465592 + Penalty 2294.654819 = -97633.810773
  nChanged 6
		SP:Iteration 16Q (72955.680000 sec): 3 clusters
  Score: Raw -99930.948624 + Penalty 2294.654819 = -97636.293805
  nChanged 2
		SP:Iteration 17Q (72955.860000 sec): 3 clusters
  Score: Raw -99931.913206 + Penalty 2294.654819 = -97637.258387
  nChanged 3
		SP:Iteration 18Q (72956.030000 sec): 3 clusters
  Score: Raw -99934.696780 + Penalty 2294.654819 = -97640.041962
  nChanged 6
		SP:Iteration 19Q (72956.210000 sec): 3 clusters
  Score: Raw -99938.952546 + Penalty 2294.654819 = -97644.297728
  nChanged 7
		SP:Iteration 20F (72956.390000 sec): 3 clusters
  Score: Raw -99942.084590 + Penalty 2294.654819 = -97647.429771
  nChanged 7
		SP:Iteration 21Q (72956.560000 sec): 3 clusters
  Score: Raw -99947.201705 + Penalty 2294.654819 = -97652.546886
  nChanged 9
		SP:Iteration 22Q (72956.740000 sec): 3 clusters
  Score: Raw -99955.175834 + Penalty 2294.654819 = -97660.521015
  nChanged 7
		SP:Iteration 23Q (72956.910000 sec): 3 clusters
  Score: Raw -99964.620501 + Penalty 2294.654819 = -97669.965682
  nChanged 10
		SP:Iteration 24Q (72957.090000 sec): 3 clusters
  Score: Raw -99970.656391 + Penalty 2294.654819 = -97676.001572
  nChanged 8
		SP:Iteration 25Q (72957.180000 sec): 3 clusters
  Score: Raw -99974.775743 + Penalty 2294.654819 = -97680.120924
  nChanged 5
		SP:Iteration 26Q (72957.210000 sec): 3 clusters
  Score: Raw -99979.141196 + Penalty 2294.654819 = -97684.486377
  nChanged 5
		SP:Iteration 27Q (72957.230000 sec): 3 clusters
  Score: Raw -99981.431215 + Penalty 2294.654819 = -97686.776396
  nChanged 3
		SP:Iteration 28Q (72957.260000 sec): 3 clusters
  Score: Raw -99983.894513 + Penalty 2294.654819 = -97689.239694
  nChanged 1
		SP:Iteration 29Q (72957.280000 sec): 3 clusters
  Score: Raw -99984.860470 + Penalty 2294.654819 = -97690.205651
  nChanged 0
		SP:Iteration 30F (72957.310000 sec): 3 clusters
  Score: Raw -99984.860470 + Penalty 2294.654819 = -97690.205651
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (10493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72957.410000 sec): 2 clusters
  Score: Raw -887113.481941 + Penalty 1504.500343 = -885608.981598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72957.600000 sec): 3 clusters
  Score: Raw -881152.348142 + Penalty 3009.000685 = -878143.347457
  nChanged 4618
		SP:Iteration 1F (72957.810000 sec): 3 clusters
  Score: Raw -883833.202785 + Penalty 3009.000685 = -880824.202100
  nChanged 795
		SP:Iteration 2F (72958.030000 sec): 3 clusters
  Score: Raw -884306.393553 + Penalty 3009.000685 = -881297.392868
  nChanged 686
		SP:Iteration 3F (72958.250000 sec): 3 clusters
  Score: Raw -884751.289993 + Penalty 3009.000685 = -881742.289307
  nChanged 641
		SP:Iteration 4F (72958.470000 sec): 3 clusters
  Score: Raw -885184.485972 + Penalty 3009.000685 = -882175.485287
  nChanged 593
		SP:Iteration 5F (72958.680000 sec): 3 clusters
  Score: Raw -885622.797539 + Penalty 3009.000685 = -882613.796854
  nChanged 557
		SP:Iteration 6F (72958.900000 sec): 3 clusters
  Score: Raw -886032.381138 + Penalty 3009.000685 = -883023.380452
  nChanged 495
		SP:Iteration 7Q (72959.170000 sec): 3 clusters
  Score: Raw -886368.561291 + Penalty 3009.000685 = -883359.560606
  nChanged 449
		SP:Iteration 8Q (72959.430000 sec): 3 clusters
  Score: Raw -886619.972646 + Penalty 3009.000685 = -883610.971960
  nChanged 394
		SP:Iteration 9Q (72959.650000 sec): 3 clusters
  Score: Raw -886828.499788 + Penalty 3009.000685 = -883819.499102
  nChanged 293
		SP:Iteration 10Q (72959.870000 sec): 3 clusters
  Score: Raw -886975.196221 + Penalty 3009.000685 = -883966.195536
  nChanged 236
		SP:Iteration 11Q (72960.090000 sec): 3 clusters
  Score: Raw -887081.910742 + Penalty 3009.000685 = -884072.910056
  nChanged 196
		SP:Iteration 12Q (72960.310000 sec): 3 clusters
  Score: Raw -887168.078666 + Penalty 3009.000685 = -884159.077980
  nChanged 170
		SP:Iteration 13Q (72960.530000 sec): 3 clusters
  Score: Raw -887237.100585 + Penalty 3009.000685 = -884228.099899
  nChanged 143
		SP:Iteration 14Q (72960.750000 sec): 3 clusters
  Score: Raw -887282.728330 + Penalty 3009.000685 = -884273.727644
  nChanged 113
		SP:Iteration 15Q (72960.970000 sec): 3 clusters
  Score: Raw -887321.358595 + Penalty 3009.000685 = -884312.357910
  nChanged 98
		SP:Iteration 16Q (72961.190000 sec): 3 clusters
  Score: Raw -887353.020152 + Penalty 3009.000685 = -884344.019467
  nChanged 101
		SP:Iteration 17Q (72961.410000 sec): 3 clusters
  Score: Raw -887383.634329 + Penalty 3009.000685 = -884374.633644
  nChanged 91
		SP:Iteration 18Q (72961.630000 sec): 3 clusters
  Score: Raw -887420.344072 + Penalty 3009.000685 = -884411.343387
  nChanged 91
		SP:Iteration 19Q (72961.850000 sec): 3 clusters
  Score: Raw -887451.318855 + Penalty 3009.000685 = -884442.318170
  nChanged 91
		SP:Iteration 20F (72962.070000 sec): 3 clusters
  Score: Raw -887485.072133 + Penalty 3009.000685 = -884476.071448
  nChanged 92
		SP:Iteration 21Q (72962.290000 sec): 3 clusters
  Score: Raw -887520.009972 + Penalty 3009.000685 = -884511.009286
  nChanged 92
		SP:Iteration 22Q (72962.550000 sec): 3 clusters
  Score: Raw -887563.988587 + Penalty 3009.000685 = -884554.987901
  nChanged 93
		SP:Iteration 23Q (72962.820000 sec): 3 clusters
  Score: Raw -887609.338252 + Penalty 3009.000685 = -884600.337567
  nChanged 105
		SP:Iteration 24Q (72963.040000 sec): 3 clusters
  Score: Raw -887662.563027 + Penalty 3009.000685 = -884653.562342
  nChanged 108
		SP:Iteration 25Q (72963.310000 sec): 3 clusters
  Score: Raw -887722.962892 + Penalty 3009.000685 = -884713.962207
  nChanged 125
		SP:Iteration 26Q (72963.530000 sec): 3 clusters
  Score: Raw -887805.206884 + Penalty 3009.000685 = -884796.206198
  nChanged 116
		SP:Iteration 27Q (72963.750000 sec): 3 clusters
  Score: Raw -887868.582245 + Penalty 3009.000685 = -884859.581560
  nChanged 99
		SP:Iteration 28Q (72963.970000 sec): 3 clusters
  Score: Raw -887919.322080 + Penalty 3009.000685 = -884910.321395
  nChanged 84
		SP:Iteration 29Q (72964.190000 sec): 3 clusters
  Score: Raw -887960.298855 + Penalty 3009.000685 = -884951.298170
  nChanged 76
		SP:Iteration 30Q (72964.410000 sec): 3 clusters
  Score: Raw -887992.065193 + Penalty 3009.000685 = -884983.064508
  nChanged 60
		SP:Iteration 31Q (72964.630000 sec): 3 clusters
  Score: Raw -888015.501968 + Penalty 3009.000685 = -885006.501283
  nChanged 48
		SP:Iteration 32Q (72964.810000 sec): 3 clusters
  Score: Raw -888025.901827 + Penalty 3009.000685 = -885016.901141
  nChanged 30
		SP:Iteration 33Q (72965.080000 sec): 3 clusters
  Score: Raw -888031.725995 + Penalty 3009.000685 = -885022.725310
  nChanged 16
		SP:Iteration 34Q (72965.250000 sec): 3 clusters
  Score: Raw -888034.382230 + Penalty 3009.000685 = -885025.381545
  nChanged 11
		SP:Iteration 35Q (72965.520000 sec): 3 clusters
  Score: Raw -888036.230107 + Penalty 3009.000685 = -885027.229421
  nChanged 7
		SP:Iteration 36Q (72965.790000 sec): 3 clusters
  Score: Raw -888037.442515 + Penalty 3009.000685 = -885028.441829
  nChanged 7
		SP:Iteration 37Q (72966.050000 sec): 3 clusters
  Score: Raw -888038.912511 + Penalty 3009.000685 = -885029.911826
  nChanged 8
		SP:Iteration 38Q (72966.310000 sec): 3 clusters
  Score: Raw -888040.406027 + Penalty 3009.000685 = -885031.405342
  nChanged 7
		SP:Iteration 39Q (72966.570000 sec): 3 clusters
  Score: Raw -888041.489882 + Penalty 3009.000685 = -885032.489197
  nChanged 3
		SP:Iteration 40F (72966.790000 sec): 3 clusters
  Score: Raw -888042.026858 + Penalty 3009.000685 = -885033.026173
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72966.880000 sec): 2 clusters
  Score: Raw -66902.569700 + Penalty 1100.996990 = -65801.572711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72967.060000 sec): 3 clusters
  Score: Raw -66691.431253 + Penalty 2201.993980 = -64489.437274
  nChanged 271
		SP:Iteration 1F (72967.230000 sec): 3 clusters
  Score: Raw -67108.002530 + Penalty 2201.993980 = -64906.008551
  nChanged 83
		SP:Iteration 2F (72967.420000 sec): 3 clusters
  Score: Raw -67243.175319 + Penalty 2201.993980 = -65041.181339
  nChanged 47
		SP:Iteration 3F (72967.440000 sec): 3 clusters
  Score: Raw -67318.552194 + Penalty 2201.993980 = -65116.558215
  nChanged 30
		SP:Iteration 4Q (72967.450000 sec): 3 clusters
  Score: Raw -67370.441623 + Penalty 2201.993980 = -65168.447644
  nChanged 19
		SP:Iteration 5Q (72967.480000 sec): 3 clusters
  Score: Raw -67404.303577 + Penalty 2201.993980 = -65202.309598
  nChanged 15
		SP:Iteration 6Q (72967.510000 sec): 3 clusters
  Score: Raw -67438.381441 + Penalty 2201.993980 = -65236.387461
  nChanged 11
		SP:Iteration 7Q (72967.530000 sec): 3 clusters
  Score: Raw -67457.581460 + Penalty 2201.993980 = -65255.587481
  nChanged 11
		SP:Iteration 8Q (72967.550000 sec): 3 clusters
  Score: Raw -67491.375903 + Penalty 2201.993980 = -65289.381923
  nChanged 12
		SP:Iteration 9Q (72967.580000 sec): 3 clusters
  Score: Raw -67546.591444 + Penalty 2201.993980 = -65344.597465
  nChanged 16
		SP:Iteration 10Q (72967.600000 sec): 3 clusters
  Score: Raw -67595.661637 + Penalty 2201.993980 = -65393.667657
  nChanged 22
		SP:Iteration 11Q (72967.630000 sec): 3 clusters
  Score: Raw -67644.487833 + Penalty 2201.993980 = -65442.493853
  nChanged 21
		SP:Iteration 12Q (72967.670000 sec): 3 clusters
  Score: Raw -67707.584067 + Penalty 2201.993980 = -65505.590088
  nChanged 29
		SP:Iteration 13Q (72967.690000 sec): 3 clusters
  Score: Raw -67768.188941 + Penalty 2201.993980 = -65566.194961
  nChanged 22
		SP:Iteration 14Q (72967.720000 sec): 3 clusters
  Score: Raw -67830.553388 + Penalty 2201.993980 = -65628.559408
  nChanged 25
		SP:Iteration 15Q (72967.740000 sec): 3 clusters
  Score: Raw -67873.322144 + Penalty 2201.993980 = -65671.328165
  nChanged 23
		SP:Iteration 16Q (72967.770000 sec): 3 clusters
  Score: Raw -67901.359551 + Penalty 2201.993980 = -65699.365571
  nChanged 9
		SP:Iteration 17Q (72967.790000 sec): 3 clusters
  Score: Raw -67911.065726 + Penalty 2201.993980 = -65709.071747
  nChanged 8
		SP:Iteration 18Q (72967.820000 sec): 3 clusters
  Score: Raw -67918.616354 + Penalty 2201.993980 = -65716.622374
  nChanged 2
		SP:Iteration 19Q (72967.840000 sec): 3 clusters
  Score: Raw -67919.380370 + Penalty 2201.993980 = -65717.386391
  nChanged 2
		SP:Iteration 20F (72967.870000 sec): 3 clusters
  Score: Raw -67921.890768 + Penalty 2201.993980 = -65719.896789
  nChanged 1
		SP:Iteration 21Q (72967.890000 sec): 3 clusters
  Score: Raw -67926.465667 + Penalty 2201.993980 = -65724.471687
  nChanged 4
		SP:Iteration 22Q (72967.910000 sec): 3 clusters
  Score: Raw -67931.816236 + Penalty 2201.993980 = -65729.822256
  nChanged 2
		SP:Iteration 23Q (72967.940000 sec): 3 clusters
  Score: Raw -67933.178279 + Penalty 2201.993980 = -65731.184299
  nChanged 1
		SP:Iteration 24Q (72967.960000 sec): 3 clusters
  Score: Raw -67934.667187 + Penalty 2201.993980 = -65732.673207
  nChanged 2
		SP:Iteration 25Q (72967.990000 sec): 3 clusters
  Score: Raw -67935.960935 + Penalty 2201.993980 = -65733.966956
  nChanged 0
		SP:Iteration 26F (72968.010000 sec): 3 clusters
  Score: Raw -67935.960935 + Penalty 2201.993980 = -65733.966956
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (2498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72968.070000 sec): 2 clusters
  Score: Raw -208136.886869 + Penalty 1271.277425 = -206865.609445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72968.120000 sec): 3 clusters
  Score: Raw -207025.132356 + Penalty 2542.554849 = -204482.577507
  nChanged 913
		SP:Iteration 1F (72968.170000 sec): 3 clusters
  Score: Raw -207627.505114 + Penalty 2542.554849 = -205084.950265
  nChanged 198
		SP:Iteration 2F (72968.210000 sec): 3 clusters
  Score: Raw -207776.589025 + Penalty 2542.554849 = -205234.034176
  nChanged 151
		SP:Iteration 3F (72968.260000 sec): 3 clusters
  Score: Raw -207902.439573 + Penalty 2542.554849 = -205359.884723
  nChanged 117
		SP:Iteration 4Q (72968.310000 sec): 3 clusters
  Score: Raw -208005.748674 + Penalty 2542.554849 = -205463.193824
  nChanged 93
		SP:Iteration 5Q (72968.360000 sec): 3 clusters
  Score: Raw -208073.270990 + Penalty 2542.554849 = -205530.716140
  nChanged 74
		SP:Iteration 6Q (72968.410000 sec): 3 clusters
  Score: Raw -208125.342162 + Penalty 2542.554849 = -205582.787313
  nChanged 70
		SP:Iteration 7Q (72968.460000 sec): 3 clusters
  Score: Raw -208174.214577 + Penalty 2542.554849 = -205631.659727
  nChanged 52
		SP:Iteration 8Q (72968.510000 sec): 3 clusters
  Score: Raw -208217.928365 + Penalty 2542.554849 = -205675.373515
  nChanged 43
		SP:Iteration 9Q (72968.550000 sec): 3 clusters
  Score: Raw -208249.630571 + Penalty 2542.554849 = -205707.075722
  nChanged 35
		SP:Iteration 10Q (72968.600000 sec): 3 clusters
  Score: Raw -208265.487974 + Penalty 2542.554849 = -205722.933124
  nChanged 22
		SP:Iteration 11Q (72968.650000 sec): 3 clusters
  Score: Raw -208277.089312 + Penalty 2542.554849 = -205734.534462
  nChanged 18
		SP:Iteration 12Q (72968.700000 sec): 3 clusters
  Score: Raw -208286.567398 + Penalty 2542.554849 = -205744.012549
  nChanged 13
		SP:Iteration 13Q (72968.750000 sec): 3 clusters
  Score: Raw -208293.944517 + Penalty 2542.554849 = -205751.389668
  nChanged 12
		SP:Iteration 14Q (72968.800000 sec): 3 clusters
  Score: Raw -208299.392380 + Penalty 2542.554849 = -205756.837531
  nChanged 11
		SP:Iteration 15Q (72968.850000 sec): 3 clusters
  Score: Raw -208306.801150 + Penalty 2542.554849 = -205764.246300
  nChanged 10
		SP:Iteration 16Q (72968.900000 sec): 3 clusters
  Score: Raw -208311.536938 + Penalty 2542.554849 = -205768.982088
  nChanged 11
		SP:Iteration 17Q (72968.950000 sec): 3 clusters
  Score: Raw -208319.413093 + Penalty 2542.554849 = -205776.858243
  nChanged 15
		SP:Iteration 18Q (72969.000000 sec): 3 clusters
  Score: Raw -208327.509871 + Penalty 2542.554849 = -205784.955021
  nChanged 11
		SP:Iteration 19Q (72969.050000 sec): 3 clusters
  Score: Raw -208332.227445 + Penalty 2542.554849 = -205789.672595
  nChanged 9
		SP:Iteration 20F (72969.180000 sec): 3 clusters
  Score: Raw -208337.358016 + Penalty 2542.554849 = -205794.803167
  nChanged 12
		SP:Iteration 21Q (72969.360000 sec): 3 clusters
  Score: Raw -208344.581653 + Penalty 2542.554849 = -205802.026803
  nChanged 8
		SP:Iteration 22Q (72969.540000 sec): 3 clusters
  Score: Raw -208348.122422 + Penalty 2542.554849 = -205805.567572
  nChanged 10
		SP:Iteration 23Q (72969.580000 sec): 3 clusters
  Score: Raw -208351.094454 + Penalty 2542.554849 = -205808.539604
  nChanged 6
		SP:Iteration 24Q (72969.630000 sec): 3 clusters
  Score: Raw -208354.097389 + Penalty 2542.554849 = -205811.542539
  nChanged 6
		SP:Iteration 25Q (72969.680000 sec): 3 clusters
  Score: Raw -208357.620824 + Penalty 2542.554849 = -205815.065975
  nChanged 4
		SP:Iteration 26Q (72969.730000 sec): 3 clusters
  Score: Raw -208359.325164 + Penalty 2542.554849 = -205816.770314
  nChanged 7
		SP:Iteration 27Q (72969.780000 sec): 3 clusters
  Score: Raw -208363.025458 + Penalty 2542.554849 = -205820.470608
  nChanged 5
		SP:Iteration 28Q (72969.820000 sec): 3 clusters
  Score: Raw -208365.034166 + Penalty 2542.554849 = -205822.479316
  nChanged 3
		SP:Iteration 29Q (72969.870000 sec): 3 clusters
  Score: Raw -208366.963160 + Penalty 2542.554849 = -205824.408310
  nChanged 4
		SP:Iteration 30Q (72969.920000 sec): 3 clusters
  Score: Raw -208368.489376 + Penalty 2542.554849 = -205825.934527
  nChanged 0
		SP:Iteration 31F (72969.970000 sec): 3 clusters
  Score: Raw -208368.489376 + Penalty 2542.554849 = -205825.934527
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (8909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72970.080000 sec): 2 clusters
  Score: Raw -690939.851314 + Penalty 1477.907808 = -689461.943506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72970.310000 sec): 3 clusters
  Score: Raw -686004.785853 + Penalty 2955.815616 = -683048.970237
  nChanged 3782
		SP:Iteration 1F (72970.490000 sec): 3 clusters
  Score: Raw -688188.117793 + Penalty 2955.815616 = -685232.302176
  nChanged 659
		SP:Iteration 2F (72970.660000 sec): 3 clusters
  Score: Raw -688574.761311 + Penalty 2955.815616 = -685618.945695
  nChanged 568
		SP:Iteration 3F (72970.870000 sec): 3 clusters
  Score: Raw -688926.334737 + Penalty 2955.815616 = -685970.519121
  nChanged 532
		SP:Iteration 4F (72971.000000 sec): 3 clusters
  Score: Raw -689259.661210 + Penalty 2955.815616 = -686303.845593
  nChanged 489
		SP:Iteration 5F (72971.140000 sec): 3 clusters
  Score: Raw -689562.342380 + Penalty 2955.815616 = -686606.526764
  nChanged 425
		SP:Iteration 6Q (72971.280000 sec): 3 clusters
  Score: Raw -689814.311545 + Penalty 2955.815616 = -686858.495929
  nChanged 384
		SP:Iteration 7Q (72971.420000 sec): 3 clusters
  Score: Raw -690047.023477 + Penalty 2955.815616 = -687091.207861
  nChanged 376
		SP:Iteration 8Q (72971.670000 sec): 3 clusters
  Score: Raw -690274.176655 + Penalty 2955.815616 = -687318.361039
  nChanged 330
		SP:Iteration 9Q (72971.860000 sec): 3 clusters
  Score: Raw -690452.825556 + Penalty 2955.815616 = -687497.009939
  nChanged 276
		SP:Iteration 10Q (72972.050000 sec): 3 clusters
  Score: Raw -690587.382002 + Penalty 2955.815616 = -687631.566386
  nChanged 217
		SP:Iteration 11Q (72972.240000 sec): 3 clusters
  Score: Raw -690698.186028 + Penalty 2955.815616 = -687742.370411
  nChanged 203
		SP:Iteration 12Q (72972.430000 sec): 3 clusters
  Score: Raw -690797.942884 + Penalty 2955.815616 = -687842.127267
  nChanged 188
		SP:Iteration 13Q (72972.630000 sec): 3 clusters
  Score: Raw -690892.090246 + Penalty 2955.815616 = -687936.274630
  nChanged 183
		SP:Iteration 14Q (72972.810000 sec): 3 clusters
  Score: Raw -690971.740265 + Penalty 2955.815616 = -688015.924649
  nChanged 141
		SP:Iteration 15Q (72973.000000 sec): 3 clusters
  Score: Raw -691022.277928 + Penalty 2955.815616 = -688066.462312
  nChanged 102
		SP:Iteration 16Q (72973.240000 sec): 3 clusters
  Score: Raw -691052.673175 + Penalty 2955.815616 = -688096.857559
  nChanged 93
		SP:Iteration 17Q (72973.430000 sec): 3 clusters
  Score: Raw -691083.747381 + Penalty 2955.815616 = -688127.931764
  nChanged 97
		SP:Iteration 18Q (72973.620000 sec): 3 clusters
  Score: Raw -691109.791413 + Penalty 2955.815616 = -688153.975797
  nChanged 90
		SP:Iteration 19Q (72973.810000 sec): 3 clusters
  Score: Raw -691139.506221 + Penalty 2955.815616 = -688183.690604
  nChanged 85
		SP:Iteration 20F (72974.040000 sec): 3 clusters
  Score: Raw -691168.139484 + Penalty 2955.815616 = -688212.323868
  nChanged 85
		SP:Iteration 21Q (72974.240000 sec): 3 clusters
  Score: Raw -691199.474562 + Penalty 2955.815616 = -688243.658946
  nChanged 90
		SP:Iteration 22Q (72974.440000 sec): 3 clusters
  Score: Raw -691227.147432 + Penalty 2955.815616 = -688271.331816
  nChanged 83
		SP:Iteration 23Q (72974.630000 sec): 3 clusters
  Score: Raw -691254.470755 + Penalty 2955.815616 = -688298.655139
  nChanged 94
		SP:Iteration 24Q (72974.820000 sec): 3 clusters
  Score: Raw -691282.214446 + Penalty 2955.815616 = -688326.398830
  nChanged 70
		SP:Iteration 25Q (72975.010000 sec): 3 clusters
  Score: Raw -691299.878640 + Penalty 2955.815616 = -688344.063024
  nChanged 68
		SP:Iteration 26Q (72975.200000 sec): 3 clusters
  Score: Raw -691317.762886 + Penalty 2955.815616 = -688361.947270
  nChanged 58
		SP:Iteration 27Q (72975.390000 sec): 3 clusters
  Score: Raw -691332.119111 + Penalty 2955.815616 = -688376.303495
  nChanged 47
		SP:Iteration 28Q (72975.630000 sec): 3 clusters
  Score: Raw -691341.358128 + Penalty 2955.815616 = -688385.542512
  nChanged 36
		SP:Iteration 29Q (72975.810000 sec): 3 clusters
  Score: Raw -691348.220469 + Penalty 2955.815616 = -688392.404852
  nChanged 34
		SP:Iteration 30Q (72976.000000 sec): 3 clusters
  Score: Raw -691354.017709 + Penalty 2955.815616 = -688398.202093
  nChanged 19
		SP:Iteration 31Q (72976.190000 sec): 3 clusters
  Score: Raw -691356.695639 + Penalty 2955.815616 = -688400.880023
  nChanged 19
		SP:Iteration 32Q (72976.380000 sec): 3 clusters
  Score: Raw -691358.937427 + Penalty 2955.815616 = -688403.121811
  nChanged 16
		SP:Iteration 33Q (72976.570000 sec): 3 clusters
  Score: Raw -691361.557391 + Penalty 2955.815616 = -688405.741775
  nChanged 12
		SP:Iteration 34Q (72976.760000 sec): 3 clusters
  Score: Raw -691362.922570 + Penalty 2955.815616 = -688407.106954
  nChanged 12
		SP:Iteration 35Q (72977.040000 sec): 3 clusters
  Score: Raw -691364.040311 + Penalty 2955.815616 = -688408.224695
  nChanged 9
		SP:Iteration 36Q (72977.230000 sec): 3 clusters
  Score: Raw -691364.635280 + Penalty 2955.815616 = -688408.819664
  nChanged 4
		SP:Iteration 37Q (72977.420000 sec): 3 clusters
  Score: Raw -691364.896709 + Penalty 2955.815616 = -688409.081093
  nChanged 3
		SP:Iteration 38Q (72977.650000 sec): 3 clusters
  Score: Raw -691365.943788 + Penalty 2955.815616 = -688410.128172
  nChanged 7
		SP:Iteration 39Q (72977.840000 sec): 3 clusters
  Score: Raw -691367.184093 + Penalty 2955.815616 = -688411.368477
  nChanged 9
		SP:Iteration 40F (72978.030000 sec): 3 clusters
  Score: Raw -691368.663910 + Penalty 2955.815616 = -688412.848293
  nChanged 9
		SP:Iteration 41Q (72978.220000 sec): 3 clusters
  Score: Raw -691370.280931 + Penalty 2955.815616 = -688414.465315
  nChanged 7
		SP:Iteration 42Q (72978.420000 sec): 3 clusters
  Score: Raw -691371.444583 + Penalty 2955.815616 = -688415.628967
  nChanged 5
		SP:Iteration 43Q (72978.600000 sec): 3 clusters
  Score: Raw -691372.196828 + Penalty 2955.815616 = -688416.381211
  nChanged 6
		SP:Iteration 44Q (72978.840000 sec): 3 clusters
  Score: Raw -691373.465960 + Penalty 2955.815616 = -688417.650344
  nChanged 8
		SP:Iteration 45Q (72979.030000 sec): 3 clusters
  Score: Raw -691374.838211 + Penalty 2955.815616 = -688419.022595
  nChanged 9
		SP:Iteration 46Q (72979.230000 sec): 3 clusters
  Score: Raw -691376.373030 + Penalty 2955.815616 = -688420.557414
  nChanged 7
		SP:Iteration 47Q (72979.460000 sec): 3 clusters
  Score: Raw -691377.924194 + Penalty 2955.815616 = -688422.108577
  nChanged 7
		SP:Iteration 48Q (72979.650000 sec): 3 clusters
  Score: Raw -691379.125090 + Penalty 2955.815616 = -688423.309474
  nChanged 10
		SP:Iteration 49Q (72979.840000 sec): 3 clusters
  Score: Raw -691380.960914 + Penalty 2955.815616 = -688425.145298
  nChanged 10
		SP:Iteration 50Q (72980.040000 sec): 3 clusters
  Score: Raw -691383.013284 + Penalty 2955.815616 = -688427.197668
  nChanged 6
		SP:Iteration 51Q (72980.230000 sec): 3 clusters
  Score: Raw -691383.993293 + Penalty 2955.815616 = -688428.177677
  nChanged 6
		SP:Iteration 52Q (72980.420000 sec): 3 clusters
  Score: Raw -691384.682627 + Penalty 2955.815616 = -688428.867011
  nChanged 9
		SP:Iteration 53Q (72980.620000 sec): 3 clusters
  Score: Raw -691385.765935 + Penalty 2955.815616 = -688429.950318
  nChanged 8
		SP:Iteration 54Q (72980.810000 sec): 3 clusters
  Score: Raw -691386.638313 + Penalty 2955.815616 = -688430.822697
  nChanged 5
		SP:Iteration 55Q (72981.000000 sec): 3 clusters
  Score: Raw -691387.452717 + Penalty 2955.815616 = -688431.637101
  nChanged 11
		SP:Iteration 56Q (72981.190000 sec): 3 clusters
  Score: Raw -691388.696627 + Penalty 2955.815616 = -688432.881011
  nChanged 6
		SP:Iteration 57Q (72981.380000 sec): 3 clusters
  Score: Raw -691389.379929 + Penalty 2955.815616 = -688433.564313
  nChanged 9
		SP:Iteration 58Q (72981.570000 sec): 3 clusters
  Score: Raw -691390.405966 + Penalty 2955.815616 = -688434.590350
  nChanged 5
		SP:Iteration 59Q (72981.770000 sec): 3 clusters
  Score: Raw -691391.158698 + Penalty 2955.815616 = -688435.343082
  nChanged 10
		SP:Iteration 60F (72981.910000 sec): 3 clusters
  Score: Raw -691392.340569 + Penalty 2955.815616 = -688436.524953
  nChanged 8
		SP:Iteration 61Q (72982.110000 sec): 3 clusters
  Score: Raw -691393.254242 + Penalty 2955.815616 = -688437.438626
  nChanged 12
		SP:Iteration 62Q (72982.350000 sec): 3 clusters
  Score: Raw -691394.359108 + Penalty 2955.815616 = -688438.543492
  nChanged 4
		SP:Iteration 63Q (72982.530000 sec): 3 clusters
  Score: Raw -691395.002406 + Penalty 2955.815616 = -688439.186790
  nChanged 7
		SP:Iteration 64Q (72982.720000 sec): 3 clusters
  Score: Raw -691395.599422 + Penalty 2955.815616 = -688439.783806
  nChanged 3
		SP:Iteration 65Q (72982.910000 sec): 3 clusters
  Score: Raw -691395.888435 + Penalty 2955.815616 = -688440.072818
  nChanged 2
		SP:Iteration 66Q (72983.100000 sec): 3 clusters
  Score: Raw -691396.060684 + Penalty 2955.815616 = -688440.245067
  nChanged 1
		SP:Iteration 67Q (72983.290000 sec): 3 clusters
  Score: Raw -691396.160842 + Penalty 2955.815616 = -688440.345225
  nChanged 0
		SP:Iteration 68F (72983.480000 sec): 3 clusters
  Score: Raw -691396.160842 + Penalty 2955.815616 = -688440.345225
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (2183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72983.550000 sec): 2 clusters
  Score: Raw -167815.778156 + Penalty 1249.373995 = -166566.404161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72983.600000 sec): 3 clusters
  Score: Raw -166833.611865 + Penalty 2498.747991 = -164334.863874
  nChanged 771
		SP:Iteration 1F (72983.640000 sec): 3 clusters
  Score: Raw -167356.562896 + Penalty 2498.747991 = -164857.814905
  nChanged 217
		SP:Iteration 2F (72983.680000 sec): 3 clusters
  Score: Raw -167602.235487 + Penalty 2498.747991 = -165103.487496
  nChanged 189
		SP:Iteration 3F (72983.730000 sec): 3 clusters
  Score: Raw -167859.121857 + Penalty 2498.747991 = -165360.373867
  nChanged 157
		SP:Iteration 4F (72983.770000 sec): 3 clusters
  Score: Raw -168061.761493 + Penalty 2498.747991 = -165563.013502
  nChanged 112
		SP:Iteration 5F (72983.820000 sec): 3 clusters
  Score: Raw -168187.186798 + Penalty 2498.747991 = -165688.438807
  nChanged 79
		SP:Iteration 6Q (72983.860000 sec): 3 clusters
  Score: Raw -168273.082600 + Penalty 2498.747991 = -165774.334609
  nChanged 71
		SP:Iteration 7Q (72983.900000 sec): 3 clusters
  Score: Raw -168334.658420 + Penalty 2498.747991 = -165835.910429
  nChanged 37
		SP:Iteration 8Q (72983.940000 sec): 3 clusters
  Score: Raw -168364.683311 + Penalty 2498.747991 = -165865.935320
  nChanged 36
		SP:Iteration 9Q (72983.990000 sec): 3 clusters
  Score: Raw -168397.844902 + Penalty 2498.747991 = -165899.096911
  nChanged 28
		SP:Iteration 10Q (72984.030000 sec): 3 clusters
  Score: Raw -168418.400109 + Penalty 2498.747991 = -165919.652118
  nChanged 22
		SP:Iteration 11Q (72984.070000 sec): 3 clusters
  Score: Raw -168435.557454 + Penalty 2498.747991 = -165936.809463
  nChanged 19
		SP:Iteration 12Q (72984.120000 sec): 3 clusters
  Score: Raw -168452.982665 + Penalty 2498.747991 = -165954.234674
  nChanged 29
		SP:Iteration 13Q (72984.160000 sec): 3 clusters
  Score: Raw -168481.947513 + Penalty 2498.747991 = -165983.199522
  nChanged 22
		SP:Iteration 14Q (72984.200000 sec): 3 clusters
  Score: Raw -168496.332858 + Penalty 2498.747991 = -165997.584867
  nChanged 15
		SP:Iteration 15Q (72984.240000 sec): 3 clusters
  Score: Raw -168506.905224 + Penalty 2498.747991 = -166008.157233
  nChanged 16
		SP:Iteration 16Q (72984.290000 sec): 3 clusters
  Score: Raw -168517.148669 + Penalty 2498.747991 = -166018.400678
  nChanged 17
		SP:Iteration 17Q (72984.330000 sec): 3 clusters
  Score: Raw -168533.431213 + Penalty 2498.747991 = -166034.683222
  nChanged 23
		SP:Iteration 18Q (72984.370000 sec): 3 clusters
  Score: Raw -168556.057740 + Penalty 2498.747991 = -166057.309749
  nChanged 29
		SP:Iteration 19Q (72984.420000 sec): 3 clusters
  Score: Raw -168586.850028 + Penalty 2498.747991 = -166088.102037
  nChanged 33
		SP:Iteration 20F (72984.460000 sec): 3 clusters
  Score: Raw -168624.841799 + Penalty 2498.747991 = -166126.093809
  nChanged 30
		SP:Iteration 21Q (72984.500000 sec): 3 clusters
  Score: Raw -168671.528844 + Penalty 2498.747991 = -166172.780853
  nChanged 30
		SP:Iteration 22Q (72984.540000 sec): 3 clusters
  Score: Raw -168715.525167 + Penalty 2498.747991 = -166216.777176
  nChanged 26
		SP:Iteration 23Q (72984.590000 sec): 3 clusters
  Score: Raw -168745.698700 + Penalty 2498.747991 = -166246.950709
  nChanged 22
		SP:Iteration 24Q (72984.630000 sec): 3 clusters
  Score: Raw -168766.977553 + Penalty 2498.747991 = -166268.229563
  nChanged 15
		SP:Iteration 25Q (72984.670000 sec): 3 clusters
  Score: Raw -168778.136789 + Penalty 2498.747991 = -166279.388798
  nChanged 9
		SP:Iteration 26Q (72984.710000 sec): 3 clusters
  Score: Raw -168784.826531 + Penalty 2498.747991 = -166286.078540
  nChanged 6
		SP:Iteration 27Q (72984.760000 sec): 3 clusters
  Score: Raw -168788.017008 + Penalty 2498.747991 = -166289.269017
  nChanged 3
		SP:Iteration 28Q (72984.800000 sec): 3 clusters
  Score: Raw -168791.309297 + Penalty 2498.747991 = -166292.561306
  nChanged 6
		SP:Iteration 29Q (72984.840000 sec): 3 clusters
  Score: Raw -168795.702207 + Penalty 2498.747991 = -166296.954216
  nChanged 3
		SP:Iteration 30Q (72984.880000 sec): 3 clusters
  Score: Raw -168796.537726 + Penalty 2498.747991 = -166297.789736
  nChanged 4
		SP:Iteration 31Q (72984.930000 sec): 3 clusters
  Score: Raw -168798.905713 + Penalty 2498.747991 = -166300.157722
  nChanged 2
		SP:Iteration 32Q (72984.970000 sec): 3 clusters
  Score: Raw -168800.157961 + Penalty 2498.747991 = -166301.409970
  nChanged 0
		SP:Iteration 33F (72985.020000 sec): 3 clusters
  Score: Raw -168800.157961 + Penalty 2498.747991 = -166301.409970
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (7911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72985.120000 sec): 2 clusters
  Score: Raw -679904.436586 + Penalty 1458.601540 = -678445.835046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72985.340000 sec): 3 clusters
  Score: Raw -675571.504856 + Penalty 2917.203079 = -672654.301777
  nChanged 3400
		SP:Iteration 1F (72985.530000 sec): 3 clusters
  Score: Raw -677643.166713 + Penalty 2917.203079 = -674725.963633
  nChanged 647
		SP:Iteration 2F (72985.730000 sec): 3 clusters
  Score: Raw -678074.104264 + Penalty 2917.203079 = -675156.901185
  nChanged 546
		SP:Iteration 3F (72985.930000 sec): 3 clusters
  Score: Raw -678466.571317 + Penalty 2917.203079 = -675549.368238
  nChanged 478
		SP:Iteration 4F (72986.120000 sec): 3 clusters
  Score: Raw -678763.651163 + Penalty 2917.203079 = -675846.448084
  nChanged 412
		SP:Iteration 5F (72986.370000 sec): 3 clusters
  Score: Raw -679022.418759 + Penalty 2917.203079 = -676105.215679
  nChanged 355
		SP:Iteration 6Q (72986.560000 sec): 3 clusters
  Score: Raw -679248.650102 + Penalty 2917.203079 = -676331.447023
  nChanged 316
		SP:Iteration 7Q (72986.760000 sec): 3 clusters
  Score: Raw -679440.493210 + Penalty 2917.203079 = -676523.290130
  nChanged 280
		SP:Iteration 8Q (72987.000000 sec): 3 clusters
  Score: Raw -679598.497860 + Penalty 2917.203079 = -676681.294781
  nChanged 235
		SP:Iteration 9Q (72987.210000 sec): 3 clusters
  Score: Raw -679744.217904 + Penalty 2917.203079 = -676827.014825
  nChanged 211
		SP:Iteration 10Q (72987.330000 sec): 3 clusters
  Score: Raw -679884.696773 + Penalty 2917.203079 = -676967.493694
  nChanged 204
		SP:Iteration 11Q (72987.500000 sec): 3 clusters
  Score: Raw -679992.664131 + Penalty 2917.203079 = -677075.461052
  nChanged 195
		SP:Iteration 12Q (72987.700000 sec): 3 clusters
  Score: Raw -680070.767756 + Penalty 2917.203079 = -677153.564677
  nChanged 137
		SP:Iteration 13Q (72987.900000 sec): 3 clusters
  Score: Raw -680128.558402 + Penalty 2917.203079 = -677211.355322
  nChanged 118
		SP:Iteration 14Q (72988.100000 sec): 3 clusters
  Score: Raw -680169.926172 + Penalty 2917.203079 = -677252.723093
  nChanged 90
		SP:Iteration 15Q (72988.300000 sec): 3 clusters
  Score: Raw -680207.219885 + Penalty 2917.203079 = -677290.016806
  nChanged 87
		SP:Iteration 16Q (72988.500000 sec): 3 clusters
  Score: Raw -680239.335839 + Penalty 2917.203079 = -677322.132759
  nChanged 85
		SP:Iteration 17Q (72988.700000 sec): 3 clusters
  Score: Raw -680273.717927 + Penalty 2917.203079 = -677356.514848
  nChanged 101
		SP:Iteration 18Q (72988.890000 sec): 3 clusters
  Score: Raw -680305.380870 + Penalty 2917.203079 = -677388.177790
  nChanged 81
		SP:Iteration 19Q (72989.090000 sec): 3 clusters
  Score: Raw -680334.054300 + Penalty 2917.203079 = -677416.851220
  nChanged 70
		SP:Iteration 20F (72989.330000 sec): 3 clusters
  Score: Raw -680358.340272 + Penalty 2917.203079 = -677441.137193
  nChanged 56
		SP:Iteration 21Q (72989.530000 sec): 3 clusters
  Score: Raw -680376.014089 + Penalty 2917.203079 = -677458.811010
  nChanged 51
		SP:Iteration 22Q (72989.660000 sec): 3 clusters
  Score: Raw -680391.975923 + Penalty 2917.203079 = -677474.772843
  nChanged 45
		SP:Iteration 23Q (72989.850000 sec): 3 clusters
  Score: Raw -680406.971052 + Penalty 2917.203079 = -677489.767972
  nChanged 51
		SP:Iteration 24Q (72990.050000 sec): 3 clusters
  Score: Raw -680420.245893 + Penalty 2917.203079 = -677503.042813
  nChanged 44
		SP:Iteration 25Q (72990.250000 sec): 3 clusters
  Score: Raw -680431.579207 + Penalty 2917.203079 = -677514.376127
  nChanged 41
		SP:Iteration 26Q (72990.440000 sec): 3 clusters
  Score: Raw -680441.986480 + Penalty 2917.203079 = -677524.783401
  nChanged 34
		SP:Iteration 27Q (72990.680000 sec): 3 clusters
  Score: Raw -680450.946126 + Penalty 2917.203079 = -677533.743046
  nChanged 41
		SP:Iteration 28Q (72990.870000 sec): 3 clusters
  Score: Raw -680461.370313 + Penalty 2917.203079 = -677544.167234
  nChanged 38
		SP:Iteration 29Q (72991.000000 sec): 3 clusters
  Score: Raw -680470.031453 + Penalty 2917.203079 = -677552.828373
  nChanged 31
		SP:Iteration 30Q (72991.120000 sec): 3 clusters
  Score: Raw -680477.276022 + Penalty 2917.203079 = -677560.072943
  nChanged 28
		SP:Iteration 31Q (72991.310000 sec): 3 clusters
  Score: Raw -680482.356440 + Penalty 2917.203079 = -677565.153361
  nChanged 30
		SP:Iteration 32Q (72991.520000 sec): 3 clusters
  Score: Raw -680488.692246 + Penalty 2917.203079 = -677571.489167
  nChanged 24
		SP:Iteration 33Q (72991.720000 sec): 3 clusters
  Score: Raw -680493.865108 + Penalty 2917.203079 = -677576.662028
  nChanged 25
		SP:Iteration 34Q (72991.910000 sec): 3 clusters
  Score: Raw -680498.799981 + Penalty 2917.203079 = -677581.596902
  nChanged 22
		SP:Iteration 35Q (72992.100000 sec): 3 clusters
  Score: Raw -680503.644359 + Penalty 2917.203079 = -677586.441280
  nChanged 23
		SP:Iteration 36Q (72992.300000 sec): 3 clusters
  Score: Raw -680509.761933 + Penalty 2917.203079 = -677592.558854
  nChanged 25
		SP:Iteration 37Q (72992.500000 sec): 3 clusters
  Score: Raw -680517.409062 + Penalty 2917.203079 = -677600.205982
  nChanged 28
		SP:Iteration 38Q (72992.740000 sec): 3 clusters
  Score: Raw -680524.357973 + Penalty 2917.203079 = -677607.154894
  nChanged 22
		SP:Iteration 39Q (72992.930000 sec): 3 clusters
  Score: Raw -680531.274676 + Penalty 2917.203079 = -677614.071596
  nChanged 20
		SP:Iteration 40F (72993.140000 sec): 3 clusters
  Score: Raw -680537.084115 + Penalty 2917.203079 = -677619.881035
  nChanged 24
		SP:Iteration 41Q (72993.330000 sec): 3 clusters
  Score: Raw -680543.620626 + Penalty 2917.203079 = -677626.417547
  nChanged 21
		SP:Iteration 42Q (72993.530000 sec): 3 clusters
  Score: Raw -680548.436104 + Penalty 2917.203079 = -677631.233025
  nChanged 19
		SP:Iteration 43Q (72993.730000 sec): 3 clusters
  Score: Raw -680553.851441 + Penalty 2917.203079 = -677636.648362
  nChanged 17
		SP:Iteration 44Q (72993.920000 sec): 3 clusters
  Score: Raw -680558.733282 + Penalty 2917.203079 = -677641.530202
  nChanged 16
		SP:Iteration 45Q (72994.160000 sec): 3 clusters
  Score: Raw -680562.896325 + Penalty 2917.203079 = -677645.693245
  nChanged 7
		SP:Iteration 46Q (72994.360000 sec): 3 clusters
  Score: Raw -680564.316670 + Penalty 2917.203079 = -677647.113591
  nChanged 6
		SP:Iteration 47Q (72994.560000 sec): 3 clusters
  Score: Raw -680565.448320 + Penalty 2917.203079 = -677648.245241
  nChanged 2
		SP:Iteration 48Q (72994.760000 sec): 3 clusters
  Score: Raw -680566.186797 + Penalty 2917.203079 = -677648.983718
  nChanged 1
		SP:Iteration 49Q (72994.960000 sec): 3 clusters
  Score: Raw -680566.526812 + Penalty 2917.203079 = -677649.323732
  nChanged 3
		SP:Iteration 50Q (72995.160000 sec): 3 clusters
  Score: Raw -680567.366974 + Penalty 2917.203079 = -677650.163895
  nChanged 4
		SP:Iteration 51Q (72995.350000 sec): 3 clusters
  Score: Raw -680568.236995 + Penalty 2917.203079 = -677651.033916
  nChanged 1
		SP:Iteration 52Q (72995.550000 sec): 3 clusters
  Score: Raw -680568.407690 + Penalty 2917.203079 = -677651.204611
  nChanged 1
		SP:Iteration 53Q (72995.790000 sec): 3 clusters
  Score: Raw -680568.510134 + Penalty 2917.203079 = -677651.307055
  nChanged 0
		SP:Iteration 54F (72995.990000 sec): 3 clusters
  Score: Raw -680568.510134 + Penalty 2917.203079 = -677651.307055
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 72 (2784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (72996.080000 sec): 2 clusters
  Score: Raw -237930.181138 + Penalty 1288.892153 = -236641.288984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (72996.260000 sec): 3 clusters
  Score: Raw -236673.625583 + Penalty 2577.784307 = -234095.841276
  nChanged 1024
		SP:Iteration 1F (72996.430000 sec): 3 clusters
  Score: Raw -237342.170166 + Penalty 2577.784307 = -234764.385859
  nChanged 236
		SP:Iteration 2F (72996.610000 sec): 3 clusters
  Score: Raw -237527.682586 + Penalty 2577.784307 = -234949.898279
  nChanged 163
		SP:Iteration 3F (72996.780000 sec): 3 clusters
  Score: Raw -237662.058289 + Penalty 2577.784307 = -235084.273982
  nChanged 131
		SP:Iteration 4Q (72996.960000 sec): 3 clusters
  Score: Raw -237774.207643 + Penalty 2577.784307 = -235196.423336
  nChanged 132
		SP:Iteration 5Q (72997.130000 sec): 3 clusters
  Score: Raw -237912.091889 + Penalty 2577.784307 = -235334.307583
  nChanged 146
		SP:Iteration 6F (72997.310000 sec): 3 clusters
  Score: Raw -238061.955019 + Penalty 2577.784307 = -235484.170712
  nChanged 130
		SP:Iteration 7Q (72997.480000 sec): 3 clusters
  Score: Raw -238195.003144 + Penalty 2577.784307 = -235617.218837
  nChanged 109
		SP:Iteration 8Q (72997.660000 sec): 3 clusters
  Score: Raw -238306.552176 + Penalty 2577.784307 = -235728.767869
  nChanged 109
		SP:Iteration 9Q (72997.840000 sec): 3 clusters
  Score: Raw -238404.404684 + Penalty 2577.784307 = -235826.620377
  nChanged 68
		SP:Iteration 10Q (72998.010000 sec): 3 clusters
  Score: Raw -238459.717578 + Penalty 2577.784307 = -235881.933271
  nChanged 58
		SP:Iteration 11Q (72998.190000 sec): 3 clusters
  Score: Raw -238498.629143 + Penalty 2577.784307 = -235920.844836
  nChanged 36
		SP:Iteration 12Q (72998.360000 sec): 3 clusters
  Score: Raw -238525.955087 + Penalty 2577.784307 = -235948.170780
  nChanged 31
		SP:Iteration 13Q (72998.540000 sec): 3 clusters
  Score: Raw -238550.167206 + Penalty 2577.784307 = -235972.382899
  nChanged 25
		SP:Iteration 14Q (72998.720000 sec): 3 clusters
  Score: Raw -238564.812968 + Penalty 2577.784307 = -235987.028661
  nChanged 23
		SP:Iteration 15Q (72998.890000 sec): 3 clusters
  Score: Raw -238574.120737 + Penalty 2577.784307 = -235996.336430
  nChanged 14
		SP:Iteration 16Q (72999.070000 sec): 3 clusters
  Score: Raw -238580.194036 + Penalty 2577.784307 = -236002.409729
  nChanged 12
		SP:Iteration 17Q (72999.240000 sec): 3 clusters
  Score: Raw -238584.391155 + Penalty 2577.784307 = -236006.606848
  nChanged 6
		SP:Iteration 18Q (72999.420000 sec): 3 clusters
  Score: Raw -238586.123159 + Penalty 2577.784307 = -236008.338852
  nChanged 4
		SP:Iteration 19Q (72999.600000 sec): 3 clusters
  Score: Raw -238587.547925 + Penalty 2577.784307 = -236009.763618
  nChanged 3
		SP:Iteration 20F (72999.770000 sec): 3 clusters
  Score: Raw -238588.773109 + Penalty 2577.784307 = -236010.988802
  nChanged 3
		SP:Iteration 21Q (72999.950000 sec): 3 clusters
  Score: Raw -238590.482089 + Penalty 2577.784307 = -236012.697782
  nChanged 2
		SP:Iteration 22Q (73000.120000 sec): 3 clusters
  Score: Raw -238590.905049 + Penalty 2577.784307 = -236013.120742
  nChanged 1
		SP:Iteration 23Q (73000.300000 sec): 3 clusters
  Score: Raw -238591.317505 + Penalty 2577.784307 = -236013.533198
  nChanged 1
		SP:Iteration 24Q (73000.480000 sec): 3 clusters
  Score: Raw -238591.537898 + Penalty 2577.784307 = -236013.753591
  nChanged 1
		SP:Iteration 25Q (73000.650000 sec): 3 clusters
  Score: Raw -238591.660003 + Penalty 2577.784307 = -236013.875696
  nChanged 0
		SP:Iteration 26F (73000.830000 sec): 3 clusters
  Score: Raw -238591.660003 + Penalty 2577.784307 = -236013.875696
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 73 (4890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73000.950000 sec): 2 clusters
  Score: Raw -376474.041114 + Penalty 1380.428982 = -375093.612132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73001.120000 sec): 3 clusters
  Score: Raw -373996.071948 + Penalty 2760.857964 = -371235.213984
  nChanged 2000
		SP:Iteration 1F (73001.300000 sec): 3 clusters
  Score: Raw -375335.178331 + Penalty 2760.857964 = -372574.320367
  nChanged 409
		SP:Iteration 2F (73001.480000 sec): 3 clusters
  Score: Raw -375671.698342 + Penalty 2760.857964 = -372910.840378
  nChanged 301
		SP:Iteration 3F (73001.650000 sec): 3 clusters
  Score: Raw -375937.660557 + Penalty 2760.857964 = -373176.802593
  nChanged 287
		SP:Iteration 4F (73001.830000 sec): 3 clusters
  Score: Raw -376180.161096 + Penalty 2760.857964 = -373419.303131
  nChanged 268
		SP:Iteration 5F (73001.940000 sec): 3 clusters
  Score: Raw -376397.555365 + Penalty 2760.857964 = -373636.697400
  nChanged 224
		SP:Iteration 6Q (73002.030000 sec): 3 clusters
  Score: Raw -376555.403007 + Penalty 2760.857964 = -373794.545043
  nChanged 187
		SP:Iteration 7Q (73002.120000 sec): 3 clusters
  Score: Raw -376698.269053 + Penalty 2760.857964 = -373937.411089
  nChanged 150
		SP:Iteration 8Q (73002.220000 sec): 3 clusters
  Score: Raw -376798.572930 + Penalty 2760.857964 = -374037.714965
  nChanged 121
		SP:Iteration 9Q (73002.310000 sec): 3 clusters
  Score: Raw -376872.157060 + Penalty 2760.857964 = -374111.299096
  nChanged 92
		SP:Iteration 10Q (73002.400000 sec): 3 clusters
  Score: Raw -376923.699440 + Penalty 2760.857964 = -374162.841476
  nChanged 65
		SP:Iteration 11Q (73002.500000 sec): 3 clusters
  Score: Raw -376961.900005 + Penalty 2760.857964 = -374201.042041
  nChanged 73
		SP:Iteration 12Q (73002.590000 sec): 3 clusters
  Score: Raw -376997.691535 + Penalty 2760.857964 = -374236.833570
  nChanged 64
		SP:Iteration 13Q (73002.680000 sec): 3 clusters
  Score: Raw -377030.103490 + Penalty 2760.857964 = -374269.245525
  nChanged 46
		SP:Iteration 14Q (73002.780000 sec): 3 clusters
  Score: Raw -377048.220509 + Penalty 2760.857964 = -374287.362545
  nChanged 42
		SP:Iteration 15Q (73002.870000 sec): 3 clusters
  Score: Raw -377066.452401 + Penalty 2760.857964 = -374305.594436
  nChanged 40
		SP:Iteration 16Q (73002.960000 sec): 3 clusters
  Score: Raw -377082.436271 + Penalty 2760.857964 = -374321.578307
  nChanged 34
		SP:Iteration 17Q (73003.050000 sec): 3 clusters
  Score: Raw -377095.224415 + Penalty 2760.857964 = -374334.366451
  nChanged 31
		SP:Iteration 18Q (73003.140000 sec): 3 clusters
  Score: Raw -377108.317707 + Penalty 2760.857964 = -374347.459742
  nChanged 34
		SP:Iteration 19Q (73003.240000 sec): 3 clusters
  Score: Raw -377122.097759 + Penalty 2760.857964 = -374361.239794
  nChanged 38
		SP:Iteration 20F (73003.330000 sec): 3 clusters
  Score: Raw -377137.537045 + Penalty 2760.857964 = -374376.679081
  nChanged 35
		SP:Iteration 21Q (73003.500000 sec): 3 clusters
  Score: Raw -377159.743030 + Penalty 2760.857964 = -374398.885066
  nChanged 44
		SP:Iteration 22Q (73003.590000 sec): 3 clusters
  Score: Raw -377179.006831 + Penalty 2760.857964 = -374418.148867
  nChanged 36
		SP:Iteration 23Q (73003.680000 sec): 3 clusters
  Score: Raw -377189.677223 + Penalty 2760.857964 = -374428.819259
  nChanged 25
		SP:Iteration 24Q (73003.770000 sec): 3 clusters
  Score: Raw -377197.109318 + Penalty 2760.857964 = -374436.251353
  nChanged 16
		SP:Iteration 25Q (73003.860000 sec): 3 clusters
  Score: Raw -377200.831446 + Penalty 2760.857964 = -374439.973482
  nChanged 15
		SP:Iteration 26Q (73003.960000 sec): 3 clusters
  Score: Raw -377205.311154 + Penalty 2760.857964 = -374444.453190
  nChanged 14
		SP:Iteration 27Q (73004.050000 sec): 3 clusters
  Score: Raw -377209.118564 + Penalty 2760.857964 = -374448.260600
  nChanged 11
		SP:Iteration 28Q (73004.140000 sec): 3 clusters
  Score: Raw -377212.124054 + Penalty 2760.857964 = -374451.266090
  nChanged 9
		SP:Iteration 29Q (73004.240000 sec): 3 clusters
  Score: Raw -377213.807445 + Penalty 2760.857964 = -374452.949481
  nChanged 4
		SP:Iteration 30Q (73004.330000 sec): 3 clusters
  Score: Raw -377214.554225 + Penalty 2760.857964 = -374453.696261
  nChanged 6
		SP:Iteration 31Q (73004.420000 sec): 3 clusters
  Score: Raw -377215.668801 + Penalty 2760.857964 = -374454.810837
  nChanged 3
		SP:Iteration 32Q (73004.520000 sec): 3 clusters
  Score: Raw -377216.402595 + Penalty 2760.857964 = -374455.544631
  nChanged 3
		SP:Iteration 33Q (73004.610000 sec): 3 clusters
  Score: Raw -377216.626012 + Penalty 2760.857964 = -374455.768048
  nChanged 1
		SP:Iteration 34Q (73004.700000 sec): 3 clusters
  Score: Raw -377216.805253 + Penalty 2760.857964 = -374455.947289
  nChanged 4
		SP:Iteration 35Q (73004.790000 sec): 3 clusters
  Score: Raw -377217.981858 + Penalty 2760.857964 = -374457.123893
  nChanged 3
		SP:Iteration 36Q (73004.880000 sec): 3 clusters
  Score: Raw -377218.859509 + Penalty 2760.857964 = -374458.001545
  nChanged 3
		SP:Iteration 37Q (73004.980000 sec): 3 clusters
  Score: Raw -377219.454792 + Penalty 2760.857964 = -374458.596828
  nChanged 2
		SP:Iteration 38Q (73005.070000 sec): 3 clusters
  Score: Raw -377220.038972 + Penalty 2760.857964 = -374459.181007
  nChanged 3
		SP:Iteration 39Q (73005.300000 sec): 3 clusters
  Score: Raw -377220.295029 + Penalty 2760.857964 = -374459.437065
  nChanged 1
		SP:Iteration 40F (73005.470000 sec): 3 clusters
  Score: Raw -377220.424020 + Penalty 2760.857964 = -374459.566056
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 74 (7479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73005.570000 sec): 2 clusters
  Score: Raw -720052.576752 + Penalty 1449.476335 = -718603.100417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73005.780000 sec): 3 clusters
  Score: Raw -715977.746363 + Penalty 2898.952671 = -713078.793692
  nChanged 3193
		SP:Iteration 1F (73005.980000 sec): 3 clusters
  Score: Raw -717741.496763 + Penalty 2898.952671 = -714842.544092
  nChanged 533
		SP:Iteration 2F (73006.180000 sec): 3 clusters
  Score: Raw -718031.431082 + Penalty 2898.952671 = -715132.478411
  nChanged 429
		SP:Iteration 3F (73006.370000 sec): 3 clusters
  Score: Raw -718255.886460 + Penalty 2898.952671 = -715356.933789
  nChanged 374
		SP:Iteration 4F (73006.570000 sec): 3 clusters
  Score: Raw -718455.328924 + Penalty 2898.952671 = -715556.376253
  nChanged 381
		SP:Iteration 5F (73006.770000 sec): 3 clusters
  Score: Raw -718701.529193 + Penalty 2898.952671 = -715802.576522
  nChanged 444
		SP:Iteration 6F (73006.970000 sec): 3 clusters
  Score: Raw -719025.325498 + Penalty 2898.952671 = -716126.372827
  nChanged 440
		SP:Iteration 7F (73007.170000 sec): 3 clusters
  Score: Raw -719338.572138 + Penalty 2898.952671 = -716439.619467
  nChanged 399
		SP:Iteration 8F (73007.360000 sec): 3 clusters
  Score: Raw -719588.482620 + Penalty 2898.952671 = -716689.529949
  nChanged 303
		SP:Iteration 9Q (73007.560000 sec): 3 clusters
  Score: Raw -719768.308694 + Penalty 2898.952671 = -716869.356023
  nChanged 266
		SP:Iteration 10Q (73007.760000 sec): 3 clusters
  Score: Raw -719906.039581 + Penalty 2898.952671 = -717007.086910
  nChanged 217
		SP:Iteration 11Q (73007.960000 sec): 3 clusters
  Score: Raw -720012.592638 + Penalty 2898.952671 = -717113.639967
  nChanged 170
		SP:Iteration 12Q (73008.160000 sec): 3 clusters
  Score: Raw -720091.459922 + Penalty 2898.952671 = -717192.507251
  nChanged 123
		SP:Iteration 13Q (73008.360000 sec): 3 clusters
  Score: Raw -720142.433116 + Penalty 2898.952671 = -717243.480446
  nChanged 107
		SP:Iteration 14Q (73008.550000 sec): 3 clusters
  Score: Raw -720189.634970 + Penalty 2898.952671 = -717290.682299
  nChanged 98
		SP:Iteration 15Q (73008.750000 sec): 3 clusters
  Score: Raw -720232.811258 + Penalty 2898.952671 = -717333.858587
  nChanged 116
		SP:Iteration 16Q (73008.950000 sec): 3 clusters
  Score: Raw -720281.982530 + Penalty 2898.952671 = -717383.029860
  nChanged 115
		SP:Iteration 17Q (73009.150000 sec): 3 clusters
  Score: Raw -720332.441241 + Penalty 2898.952671 = -717433.488570
  nChanged 124
		SP:Iteration 18Q (73009.350000 sec): 3 clusters
  Score: Raw -720391.578775 + Penalty 2898.952671 = -717492.626104
  nChanged 128
		SP:Iteration 19Q (73009.550000 sec): 3 clusters
  Score: Raw -720454.779213 + Penalty 2898.952671 = -717555.826542
  nChanged 142
		SP:Iteration 20F (73009.750000 sec): 3 clusters
  Score: Raw -720528.804382 + Penalty 2898.952671 = -717629.851711
  nChanged 126
		SP:Iteration 21Q (73009.980000 sec): 3 clusters
  Score: Raw -720590.920344 + Penalty 2898.952671 = -717691.967673
  nChanged 133
		SP:Iteration 22Q (73010.190000 sec): 3 clusters
  Score: Raw -720658.625734 + Penalty 2898.952671 = -717759.673063
  nChanged 130
		SP:Iteration 23Q (73010.390000 sec): 3 clusters
  Score: Raw -720720.573966 + Penalty 2898.952671 = -717821.621295
  nChanged 127
		SP:Iteration 24Q (73010.590000 sec): 3 clusters
  Score: Raw -720778.006289 + Penalty 2898.952671 = -717879.053618
  nChanged 129
		SP:Iteration 25Q (73010.790000 sec): 3 clusters
  Score: Raw -720832.209969 + Penalty 2898.952671 = -717933.257299
  nChanged 128
		SP:Iteration 26Q (73010.990000 sec): 3 clusters
  Score: Raw -720878.936812 + Penalty 2898.952671 = -717979.984141
  nChanged 115
		SP:Iteration 27Q (73011.190000 sec): 3 clusters
  Score: Raw -720918.948969 + Penalty 2898.952671 = -718019.996298
  nChanged 107
		SP:Iteration 28Q (73011.390000 sec): 3 clusters
  Score: Raw -720959.176568 + Penalty 2898.952671 = -718060.223897
  nChanged 106
		SP:Iteration 29Q (73011.590000 sec): 3 clusters
  Score: Raw -720995.385038 + Penalty 2898.952671 = -718096.432367
  nChanged 84
		SP:Iteration 30Q (73011.790000 sec): 3 clusters
  Score: Raw -721026.991513 + Penalty 2898.952671 = -718128.038842
  nChanged 82
		SP:Iteration 31Q (73011.990000 sec): 3 clusters
  Score: Raw -721052.688123 + Penalty 2898.952671 = -718153.735452
  nChanged 74
		SP:Iteration 32Q (73012.190000 sec): 3 clusters
  Score: Raw -721075.882360 + Penalty 2898.952671 = -718176.929689
  nChanged 67
		SP:Iteration 33Q (73012.390000 sec): 3 clusters
  Score: Raw -721096.889167 + Penalty 2898.952671 = -718197.936496
  nChanged 54
		SP:Iteration 34Q (73012.610000 sec): 3 clusters
  Score: Raw -721111.578546 + Penalty 2898.952671 = -718212.625875
  nChanged 49
		SP:Iteration 35Q (73012.730000 sec): 3 clusters
  Score: Raw -721125.308327 + Penalty 2898.952671 = -718226.355656
  nChanged 48
		SP:Iteration 36Q (73012.840000 sec): 3 clusters
  Score: Raw -721139.424081 + Penalty 2898.952671 = -718240.471410
  nChanged 36
		SP:Iteration 37Q (73012.950000 sec): 3 clusters
  Score: Raw -721149.992647 + Penalty 2898.952671 = -718251.039976
  nChanged 41
		SP:Iteration 38Q (73013.060000 sec): 3 clusters
  Score: Raw -721158.935186 + Penalty 2898.952671 = -718259.982515
  nChanged 28
		SP:Iteration 39Q (73013.170000 sec): 3 clusters
  Score: Raw -721165.329413 + Penalty 2898.952671 = -718266.376742
  nChanged 23
		SP:Iteration 40F (73013.360000 sec): 3 clusters
  Score: Raw -721171.535662 + Penalty 2898.952671 = -718272.582991
  nChanged 18
		SP:Iteration 41Q (73013.570000 sec): 3 clusters
  Score: Raw -721175.277762 + Penalty 2898.952671 = -718276.325091
  nChanged 19
		SP:Iteration 42Q (73013.770000 sec): 3 clusters
  Score: Raw -721179.989363 + Penalty 2898.952671 = -718281.036693
  nChanged 19
		SP:Iteration 43Q (73013.970000 sec): 3 clusters
  Score: Raw -721183.454095 + Penalty 2898.952671 = -718284.501424
  nChanged 11
		SP:Iteration 44Q (73014.180000 sec): 3 clusters
  Score: Raw -721185.284903 + Penalty 2898.952671 = -718286.332232
  nChanged 9
		SP:Iteration 45Q (73014.420000 sec): 3 clusters
  Score: Raw -721187.304571 + Penalty 2898.952671 = -718288.351900
  nChanged 12
		SP:Iteration 46Q (73014.620000 sec): 3 clusters
  Score: Raw -721191.276082 + Penalty 2898.952671 = -718292.323411
  nChanged 18
		SP:Iteration 47Q (73014.820000 sec): 3 clusters
  Score: Raw -721196.373917 + Penalty 2898.952671 = -718297.421246
  nChanged 16
		SP:Iteration 48Q (73015.020000 sec): 3 clusters
  Score: Raw -721200.082239 + Penalty 2898.952671 = -718301.129568
  nChanged 20
		SP:Iteration 49Q (73015.210000 sec): 3 clusters
  Score: Raw -721204.655287 + Penalty 2898.952671 = -718305.702616
  nChanged 13
		SP:Iteration 50Q (73015.410000 sec): 3 clusters
  Score: Raw -721206.864820 + Penalty 2898.952671 = -718307.912149
  nChanged 3
		SP:Iteration 51Q (73015.610000 sec): 3 clusters
  Score: Raw -721207.390800 + Penalty 2898.952671 = -718308.438129
  nChanged 1
		SP:Iteration 52Q (73015.810000 sec): 3 clusters
  Score: Raw -721207.519211 + Penalty 2898.952671 = -718308.566540
  nChanged 0
		SP:Iteration 53F (73016.010000 sec): 3 clusters
  Score: Raw -721207.519211 + Penalty 2898.952671 = -718308.566540
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 75 (3223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73016.100000 sec): 2 clusters
  Score: Raw -266743.287470 + Penalty 1312.686031 = -265430.601439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73016.320000 sec): 3 clusters
  Score: Raw -265248.476306 + Penalty 2625.372062 = -262623.104245
  nChanged 1244
		SP:Iteration 1F (73016.440000 sec): 3 clusters
  Score: Raw -266099.176783 + Penalty 2625.372062 = -263473.804722
  nChanged 280
		SP:Iteration 2F (73016.610000 sec): 3 clusters
  Score: Raw -266316.591947 + Penalty 2625.372062 = -263691.219885
  nChanged 223
		SP:Iteration 3F (73016.780000 sec): 3 clusters
  Score: Raw -266511.655452 + Penalty 2625.372062 = -263886.283390
  nChanged 193
		SP:Iteration 4F (73016.980000 sec): 3 clusters
  Score: Raw -266656.488741 + Penalty 2625.372062 = -264031.116680
  nChanged 138
		SP:Iteration 5Q (73017.050000 sec): 3 clusters
  Score: Raw -266747.912728 + Penalty 2625.372062 = -264122.540666
  nChanged 101
		SP:Iteration 6Q (73017.120000 sec): 3 clusters
  Score: Raw -266806.327844 + Penalty 2625.372062 = -264180.955782
  nChanged 76
		SP:Iteration 7Q (73017.180000 sec): 3 clusters
  Score: Raw -266853.285859 + Penalty 2625.372062 = -264227.913798
  nChanged 64
		SP:Iteration 8Q (73017.250000 sec): 3 clusters
  Score: Raw -266888.309262 + Penalty 2625.372062 = -264262.937200
  nChanged 37
		SP:Iteration 9Q (73017.320000 sec): 3 clusters
  Score: Raw -266906.048160 + Penalty 2625.372062 = -264280.676099
  nChanged 30
		SP:Iteration 10Q (73017.380000 sec): 3 clusters
  Score: Raw -266923.138322 + Penalty 2625.372062 = -264297.766260
  nChanged 30
		SP:Iteration 11Q (73017.450000 sec): 3 clusters
  Score: Raw -266938.378270 + Penalty 2625.372062 = -264313.006208
  nChanged 29
		SP:Iteration 12Q (73017.630000 sec): 3 clusters
  Score: Raw -266953.353260 + Penalty 2625.372062 = -264327.981198
  nChanged 23
		SP:Iteration 13Q (73017.810000 sec): 3 clusters
  Score: Raw -266964.261146 + Penalty 2625.372062 = -264338.889084
  nChanged 17
		SP:Iteration 14Q (73017.980000 sec): 3 clusters
  Score: Raw -266971.466824 + Penalty 2625.372062 = -264346.094762
  nChanged 11
		SP:Iteration 15Q (73018.160000 sec): 3 clusters
  Score: Raw -266975.941298 + Penalty 2625.372062 = -264350.569236
  nChanged 14
		SP:Iteration 16Q (73018.310000 sec): 3 clusters
  Score: Raw -266981.249106 + Penalty 2625.372062 = -264355.877044
  nChanged 10
		SP:Iteration 17Q (73018.380000 sec): 3 clusters
  Score: Raw -266984.462081 + Penalty 2625.372062 = -264359.090019
  nChanged 10
		SP:Iteration 18Q (73018.450000 sec): 3 clusters
  Score: Raw -266988.031347 + Penalty 2625.372062 = -264362.659285
  nChanged 10
		SP:Iteration 19Q (73018.520000 sec): 3 clusters
  Score: Raw -266991.017713 + Penalty 2625.372062 = -264365.645652
  nChanged 11
		SP:Iteration 20F (73018.580000 sec): 3 clusters
  Score: Raw -266996.002835 + Penalty 2625.372062 = -264370.630773
  nChanged 7
		SP:Iteration 21Q (73018.650000 sec): 3 clusters
  Score: Raw -266998.868869 + Penalty 2625.372062 = -264373.496807
  nChanged 5
		SP:Iteration 22Q (73018.710000 sec): 3 clusters
  Score: Raw -267000.454628 + Penalty 2625.372062 = -264375.082566
  nChanged 4
		SP:Iteration 23Q (73018.780000 sec): 3 clusters
  Score: Raw -267002.102213 + Penalty 2625.372062 = -264376.730152
  nChanged 6
		SP:Iteration 24Q (73018.850000 sec): 3 clusters
  Score: Raw -267004.035988 + Penalty 2625.372062 = -264378.663926
  nChanged 2
		SP:Iteration 25Q (73018.910000 sec): 3 clusters
  Score: Raw -267004.415975 + Penalty 2625.372062 = -264379.043913
  nChanged 3
		SP:Iteration 26Q (73018.980000 sec): 3 clusters
  Score: Raw -267005.575194 + Penalty 2625.372062 = -264380.203132
  nChanged 5
		SP:Iteration 27Q (73019.050000 sec): 3 clusters
  Score: Raw -267007.072906 + Penalty 2625.372062 = -264381.700844
  nChanged 4
		SP:Iteration 28Q (73019.110000 sec): 3 clusters
  Score: Raw -267008.035878 + Penalty 2625.372062 = -264382.663816
  nChanged 4
		SP:Iteration 29Q (73019.180000 sec): 3 clusters
  Score: Raw -267009.304927 + Penalty 2625.372062 = -264383.932865
  nChanged 2
		SP:Iteration 30Q (73019.250000 sec): 3 clusters
  Score: Raw -267009.959033 + Penalty 2625.372062 = -264384.586972
  nChanged 0
		SP:Iteration 31F (73019.310000 sec): 3 clusters
  Score: Raw -267009.959033 + Penalty 2625.372062 = -264384.586972
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 76 (2380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73019.370000 sec): 2 clusters
  Score: Raw -198095.128034 + Penalty 1263.414062 = -196831.713972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73019.430000 sec): 3 clusters
  Score: Raw -197031.325961 + Penalty 2526.828124 = -194504.497837
  nChanged 920
		SP:Iteration 1F (73019.480000 sec): 3 clusters
  Score: Raw -197728.475794 + Penalty 2526.828124 = -195201.647670
  nChanged 233
		SP:Iteration 2F (73019.530000 sec): 3 clusters
  Score: Raw -197950.621222 + Penalty 2526.828124 = -195423.793098
  nChanged 169
		SP:Iteration 3F (73019.580000 sec): 3 clusters
  Score: Raw -198116.842101 + Penalty 2526.828124 = -195590.013976
  nChanged 120
		SP:Iteration 4F (73019.630000 sec): 3 clusters
  Score: Raw -198233.168565 + Penalty 2526.828124 = -195706.340441
  nChanged 88
		SP:Iteration 5Q (73019.680000 sec): 3 clusters
  Score: Raw -198324.061463 + Penalty 2526.828124 = -195797.233339
  nChanged 78
		SP:Iteration 6Q (73019.730000 sec): 3 clusters
  Score: Raw -198391.433276 + Penalty 2526.828124 = -195864.605152
  nChanged 63
		SP:Iteration 7Q (73019.780000 sec): 3 clusters
  Score: Raw -198437.298412 + Penalty 2526.828124 = -195910.470287
  nChanged 38
		SP:Iteration 8Q (73019.830000 sec): 3 clusters
  Score: Raw -198463.787979 + Penalty 2526.828124 = -195936.959854
  nChanged 38
		SP:Iteration 9Q (73019.880000 sec): 3 clusters
  Score: Raw -198491.484219 + Penalty 2526.828124 = -195964.656095
  nChanged 24
		SP:Iteration 10Q (73019.930000 sec): 3 clusters
  Score: Raw -198505.842831 + Penalty 2526.828124 = -195979.014707
  nChanged 22
		SP:Iteration 11Q (73019.980000 sec): 3 clusters
  Score: Raw -198520.888582 + Penalty 2526.828124 = -195994.060457
  nChanged 18
		SP:Iteration 12Q (73020.040000 sec): 3 clusters
  Score: Raw -198532.677519 + Penalty 2526.828124 = -196005.849395
  nChanged 21
		SP:Iteration 13Q (73020.090000 sec): 3 clusters
  Score: Raw -198545.557824 + Penalty 2526.828124 = -196018.729700
  nChanged 18
		SP:Iteration 14Q (73020.140000 sec): 3 clusters
  Score: Raw -198553.730656 + Penalty 2526.828124 = -196026.902531
  nChanged 16
		SP:Iteration 15Q (73020.190000 sec): 3 clusters
  Score: Raw -198562.436055 + Penalty 2526.828124 = -196035.607931
  nChanged 16
		SP:Iteration 16Q (73020.240000 sec): 3 clusters
  Score: Raw -198571.645728 + Penalty 2526.828124 = -196044.817604
  nChanged 10
		SP:Iteration 17Q (73020.290000 sec): 3 clusters
  Score: Raw -198575.398283 + Penalty 2526.828124 = -196048.570159
  nChanged 11
		SP:Iteration 18Q (73020.340000 sec): 3 clusters
  Score: Raw -198582.148032 + Penalty 2526.828124 = -196055.319908
  nChanged 8
		SP:Iteration 19Q (73020.390000 sec): 3 clusters
  Score: Raw -198585.777827 + Penalty 2526.828124 = -196058.949703
  nChanged 5
		SP:Iteration 20F (73020.440000 sec): 3 clusters
  Score: Raw -198589.353875 + Penalty 2526.828124 = -196062.525751
  nChanged 5
		SP:Iteration 21Q (73020.490000 sec): 3 clusters
  Score: Raw -198592.144765 + Penalty 2526.828124 = -196065.316641
  nChanged 2
		SP:Iteration 22Q (73020.540000 sec): 3 clusters
  Score: Raw -198593.213129 + Penalty 2526.828124 = -196066.385005
  nChanged 2
		SP:Iteration 23Q (73020.590000 sec): 3 clusters
  Score: Raw -198593.642108 + Penalty 2526.828124 = -196066.813983
  nChanged 2
		SP:Iteration 24Q (73020.760000 sec): 3 clusters
  Score: Raw -198594.695480 + Penalty 2526.828124 = -196067.867356
  nChanged 3
		SP:Iteration 25Q (73020.930000 sec): 3 clusters
  Score: Raw -198595.687029 + Penalty 2526.828124 = -196068.858905
  nChanged 1
		SP:Iteration 26Q (73021.100000 sec): 3 clusters
  Score: Raw -198595.910640 + Penalty 2526.828124 = -196069.082515
  nChanged 1
		SP:Iteration 27Q (73021.280000 sec): 3 clusters
  Score: Raw -198596.120667 + Penalty 2526.828124 = -196069.292543
  nChanged 0
		SP:Iteration 28F (73021.460000 sec): 3 clusters
  Score: Raw -198596.120667 + Penalty 2526.828124 = -196069.292543
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 77 (2138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73021.540000 sec): 2 clusters
  Score: Raw -177269.562089 + Penalty 1245.989240 = -176023.572849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73021.720000 sec): 3 clusters
  Score: Raw -176377.331502 + Penalty 2491.978480 = -173885.353022
  nChanged 752
		SP:Iteration 1F (73021.900000 sec): 3 clusters
  Score: Raw -176910.630864 + Penalty 2491.978480 = -174418.652384
  nChanged 184
		SP:Iteration 2F (73022.070000 sec): 3 clusters
  Score: Raw -177078.868761 + Penalty 2491.978480 = -174586.890281
  nChanged 138
		SP:Iteration 3F (73022.250000 sec): 3 clusters
  Score: Raw -177190.171016 + Penalty 2491.978480 = -174698.192536
  nChanged 84
		SP:Iteration 4Q (73022.420000 sec): 3 clusters
  Score: Raw -177260.797402 + Penalty 2491.978480 = -174768.818922
  nChanged 66
		SP:Iteration 5Q (73022.600000 sec): 3 clusters
  Score: Raw -177309.641752 + Penalty 2491.978480 = -174817.663272
  nChanged 59
		SP:Iteration 6Q (73022.780000 sec): 3 clusters
  Score: Raw -177348.079918 + Penalty 2491.978480 = -174856.101438
  nChanged 41
		SP:Iteration 7Q (73022.950000 sec): 3 clusters
  Score: Raw -177367.787973 + Penalty 2491.978480 = -174875.809493
  nChanged 28
		SP:Iteration 8Q (73023.130000 sec): 3 clusters
  Score: Raw -177387.659642 + Penalty 2491.978480 = -174895.681163
  nChanged 35
		SP:Iteration 9Q (73023.300000 sec): 3 clusters
  Score: Raw -177414.038846 + Penalty 2491.978480 = -174922.060366
  nChanged 46
		SP:Iteration 10Q (73023.480000 sec): 3 clusters
  Score: Raw -177443.660555 + Penalty 2491.978480 = -174951.682076
  nChanged 40
		SP:Iteration 11Q (73023.660000 sec): 3 clusters
  Score: Raw -177478.085266 + Penalty 2491.978480 = -174986.106786
  nChanged 44
		SP:Iteration 12Q (73023.830000 sec): 3 clusters
  Score: Raw -177528.113873 + Penalty 2491.978480 = -175036.135393
  nChanged 46
		SP:Iteration 13Q (73024.000000 sec): 3 clusters
  Score: Raw -177572.129102 + Penalty 2491.978480 = -175080.150622
  nChanged 48
		SP:Iteration 14Q (73024.180000 sec): 3 clusters
  Score: Raw -177612.474413 + Penalty 2491.978480 = -175120.495933
  nChanged 46
		SP:Iteration 15Q (73024.360000 sec): 3 clusters
  Score: Raw -177654.454077 + Penalty 2491.978480 = -175162.475597
  nChanged 50
		SP:Iteration 16Q (73024.530000 sec): 3 clusters
  Score: Raw -177720.671474 + Penalty 2491.978480 = -175228.692994
  nChanged 61
		SP:Iteration 17Q (73024.710000 sec): 3 clusters
  Score: Raw -177801.522606 + Penalty 2491.978480 = -175309.544126
  nChanged 62
		SP:Iteration 18Q (73024.880000 sec): 3 clusters
  Score: Raw -177886.989022 + Penalty 2491.978480 = -175395.010542
  nChanged 78
		SP:Iteration 19Q (73025.060000 sec): 3 clusters
  Score: Raw -177989.552556 + Penalty 2491.978480 = -175497.574077
  nChanged 61
		SP:Iteration 20F (73025.240000 sec): 3 clusters
  Score: Raw -178062.391472 + Penalty 2491.978480 = -175570.412992
  nChanged 49
		SP:Iteration 21Q (73025.410000 sec): 3 clusters
  Score: Raw -178111.510065 + Penalty 2491.978480 = -175619.531585
  nChanged 37
		SP:Iteration 22Q (73025.570000 sec): 3 clusters
  Score: Raw -178153.295618 + Penalty 2491.978480 = -175661.317139
  nChanged 31
		SP:Iteration 23Q (73025.740000 sec): 3 clusters
  Score: Raw -178193.366822 + Penalty 2491.978480 = -175701.388343
  nChanged 21
		SP:Iteration 24Q (73025.900000 sec): 3 clusters
  Score: Raw -178216.017185 + Penalty 2491.978480 = -175724.038705
  nChanged 18
		SP:Iteration 25Q (73026.060000 sec): 3 clusters
  Score: Raw -178225.931546 + Penalty 2491.978480 = -175733.953067
  nChanged 9
		SP:Iteration 26Q (73026.220000 sec): 3 clusters
  Score: Raw -178230.252896 + Penalty 2491.978480 = -175738.274416
  nChanged 8
		SP:Iteration 27Q (73026.390000 sec): 3 clusters
  Score: Raw -178238.482434 + Penalty 2491.978480 = -175746.503955
  nChanged 8
		SP:Iteration 28Q (73026.550000 sec): 3 clusters
  Score: Raw -178244.831002 + Penalty 2491.978480 = -175752.852522
  nChanged 4
		SP:Iteration 29Q (73026.650000 sec): 3 clusters
  Score: Raw -178248.206816 + Penalty 2491.978480 = -175756.228336
  nChanged 5
		SP:Iteration 30Q (73026.690000 sec): 3 clusters
  Score: Raw -178250.758216 + Penalty 2491.978480 = -175758.779736
  nChanged 3
		SP:Iteration 31Q (73026.730000 sec): 3 clusters
  Score: Raw -178253.137527 + Penalty 2491.978480 = -175761.159047
  nChanged 1
		SP:Iteration 32Q (73026.770000 sec): 3 clusters
  Score: Raw -178254.108482 + Penalty 2491.978480 = -175762.130002
  nChanged 0
		SP:Iteration 33F (73026.810000 sec): 3 clusters
  Score: Raw -178254.108482 + Penalty 2491.978480 = -175762.130002
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 78 (5123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73026.910000 sec): 2 clusters
  Score: Raw -509103.375587 + Penalty 1387.993016 = -507715.382571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73027.080000 sec): 3 clusters
  Score: Raw -506467.360588 + Penalty 2775.986032 = -503691.374556
  nChanged 2087
		SP:Iteration 1F (73027.260000 sec): 3 clusters
  Score: Raw -507607.990187 + Penalty 2775.986032 = -504832.004155
  nChanged 348
		SP:Iteration 2F (73027.430000 sec): 3 clusters
  Score: Raw -507780.692710 + Penalty 2775.986032 = -505004.706678
  nChanged 250
		SP:Iteration 3Q (73027.600000 sec): 3 clusters
  Score: Raw -507892.395363 + Penalty 2775.986032 = -505116.409331
  nChanged 203
		SP:Iteration 4Q (73027.720000 sec): 3 clusters
  Score: Raw -507977.327172 + Penalty 2775.986032 = -505201.341139
  nChanged 153
		SP:Iteration 5Q (73027.810000 sec): 3 clusters
  Score: Raw -508042.465225 + Penalty 2775.986032 = -505266.479193
  nChanged 149
		SP:Iteration 6Q (73027.900000 sec): 3 clusters
  Score: Raw -508110.259567 + Penalty 2775.986032 = -505334.273535
  nChanged 148
		SP:Iteration 7Q (73028.090000 sec): 3 clusters
  Score: Raw -508178.892276 + Penalty 2775.986032 = -505402.906243
  nChanged 140
		SP:Iteration 8Q (73028.260000 sec): 3 clusters
  Score: Raw -508246.674426 + Penalty 2775.986032 = -505470.688394
  nChanged 158
		SP:Iteration 9Q (73028.440000 sec): 3 clusters
  Score: Raw -508332.145300 + Penalty 2775.986032 = -505556.159268
  nChanged 161
		SP:Iteration 10Q (73028.610000 sec): 3 clusters
  Score: Raw -508427.975962 + Penalty 2775.986032 = -505651.989930
  nChanged 171
		SP:Iteration 11Q (73028.780000 sec): 3 clusters
  Score: Raw -508536.607528 + Penalty 2775.986032 = -505760.621496
  nChanged 152
		SP:Iteration 12Q (73028.960000 sec): 3 clusters
  Score: Raw -508633.633190 + Penalty 2775.986032 = -505857.647157
  nChanged 136
		SP:Iteration 13Q (73029.140000 sec): 3 clusters
  Score: Raw -508727.747801 + Penalty 2775.986032 = -505951.761769
  nChanged 129
		SP:Iteration 14Q (73029.310000 sec): 3 clusters
  Score: Raw -508811.443928 + Penalty 2775.986032 = -506035.457896
  nChanged 102
		SP:Iteration 15Q (73029.480000 sec): 3 clusters
  Score: Raw -508883.898904 + Penalty 2775.986032 = -506107.912872
  nChanged 105
		SP:Iteration 16Q (73029.660000 sec): 3 clusters
  Score: Raw -508954.480459 + Penalty 2775.986032 = -506178.494427
  nChanged 74
		SP:Iteration 17Q (73029.830000 sec): 3 clusters
  Score: Raw -509010.986168 + Penalty 2775.986032 = -506235.000135
  nChanged 64
		SP:Iteration 18Q (73030.000000 sec): 3 clusters
  Score: Raw -509055.407038 + Penalty 2775.986032 = -506279.421006
  nChanged 47
		SP:Iteration 19Q (73030.180000 sec): 3 clusters
  Score: Raw -509091.833330 + Penalty 2775.986032 = -506315.847298
  nChanged 37
		SP:Iteration 20F (73030.350000 sec): 3 clusters
  Score: Raw -509124.773401 + Penalty 2775.986032 = -506348.787368
  nChanged 29
		SP:Iteration 21Q (73030.530000 sec): 3 clusters
  Score: Raw -509154.408873 + Penalty 2775.986032 = -506378.422840
  nChanged 30
		SP:Iteration 22Q (73030.700000 sec): 3 clusters
  Score: Raw -509180.022116 + Penalty 2775.986032 = -506404.036084
  nChanged 26
		SP:Iteration 23Q (73030.880000 sec): 3 clusters
  Score: Raw -509197.682596 + Penalty 2775.986032 = -506421.696564
  nChanged 16
		SP:Iteration 24Q (73031.050000 sec): 3 clusters
  Score: Raw -509209.040650 + Penalty 2775.986032 = -506433.054618
  nChanged 12
		SP:Iteration 25Q (73031.220000 sec): 3 clusters
  Score: Raw -509219.245690 + Penalty 2775.986032 = -506443.259657
  nChanged 7
		SP:Iteration 26Q (73031.400000 sec): 3 clusters
  Score: Raw -509225.308981 + Penalty 2775.986032 = -506449.322948
  nChanged 3
		SP:Iteration 27Q (73031.580000 sec): 3 clusters
  Score: Raw -509227.888619 + Penalty 2775.986032 = -506451.902587
  nChanged 4
		SP:Iteration 28Q (73031.750000 sec): 3 clusters
  Score: Raw -509230.888485 + Penalty 2775.986032 = -506454.902453
  nChanged 4
		SP:Iteration 29Q (73031.920000 sec): 3 clusters
  Score: Raw -509232.967553 + Penalty 2775.986032 = -506456.981520
  nChanged 4
		SP:Iteration 30Q (73032.090000 sec): 3 clusters
  Score: Raw -509236.394557 + Penalty 2775.986032 = -506460.408525
  nChanged 8
		SP:Iteration 31Q (73032.260000 sec): 3 clusters
  Score: Raw -509244.438298 + Penalty 2775.986032 = -506468.452266
  nChanged 14
		SP:Iteration 32Q (73032.480000 sec): 3 clusters
  Score: Raw -509261.566946 + Penalty 2775.986032 = -506485.580914
  nChanged 11
		SP:Iteration 33Q (73032.630000 sec): 3 clusters
  Score: Raw -509271.595760 + Penalty 2775.986032 = -506495.609727
  nChanged 8
		SP:Iteration 34Q (73032.800000 sec): 3 clusters
  Score: Raw -509278.855859 + Penalty 2775.986032 = -506502.869826
  nChanged 3
		SP:Iteration 35Q (73032.980000 sec): 3 clusters
  Score: Raw -509281.025184 + Penalty 2775.986032 = -506505.039152
  nChanged 3
		SP:Iteration 36Q (73033.150000 sec): 3 clusters
  Score: Raw -509283.791508 + Penalty 2775.986032 = -506507.805476
  nChanged 4
		SP:Iteration 37Q (73033.330000 sec): 3 clusters
  Score: Raw -509286.219368 + Penalty 2775.986032 = -506510.233335
  nChanged 2
		SP:Iteration 38Q (73033.500000 sec): 3 clusters
  Score: Raw -509287.623693 + Penalty 2775.986032 = -506511.637661
  nChanged 2
		SP:Iteration 39Q (73033.680000 sec): 3 clusters
  Score: Raw -509289.118034 + Penalty 2775.986032 = -506513.132002
  nChanged 0
		SP:Iteration 40F (73033.850000 sec): 3 clusters
  Score: Raw -509289.118034 + Penalty 2775.986032 = -506513.132002
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 79 (2347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73033.920000 sec): 2 clusters
  Score: Raw -180221.178532 + Penalty 1261.145144 = -178960.033388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73034.100000 sec): 3 clusters
  Score: Raw -179148.460176 + Penalty 2522.290289 = -176626.169888
  nChanged 856
		SP:Iteration 1F (73034.280000 sec): 3 clusters
  Score: Raw -179756.116822 + Penalty 2522.290289 = -177233.826533
  nChanged 199
		SP:Iteration 2F (73034.450000 sec): 3 clusters
  Score: Raw -179922.757853 + Penalty 2522.290289 = -177400.467565
  nChanged 135
		SP:Iteration 3F (73034.630000 sec): 3 clusters
  Score: Raw -180027.586712 + Penalty 2522.290289 = -177505.296423
  nChanged 98
		SP:Iteration 4Q (73034.800000 sec): 3 clusters
  Score: Raw -180090.331568 + Penalty 2522.290289 = -177568.041279
  nChanged 71
		SP:Iteration 5Q (73034.980000 sec): 3 clusters
  Score: Raw -180141.794331 + Penalty 2522.290289 = -177619.504042
  nChanged 61
		SP:Iteration 6Q (73035.160000 sec): 3 clusters
  Score: Raw -180171.760259 + Penalty 2522.290289 = -177649.469970
  nChanged 56
		SP:Iteration 7Q (73035.330000 sec): 3 clusters
  Score: Raw -180202.700339 + Penalty 2522.290289 = -177680.410050
  nChanged 38
		SP:Iteration 8Q (73035.510000 sec): 3 clusters
  Score: Raw -180225.064645 + Penalty 2522.290289 = -177702.774356
  nChanged 45
		SP:Iteration 9Q (73035.680000 sec): 3 clusters
  Score: Raw -180245.373985 + Penalty 2522.290289 = -177723.083697
  nChanged 33
		SP:Iteration 10Q (73035.860000 sec): 3 clusters
  Score: Raw -180260.105434 + Penalty 2522.290289 = -177737.815145
  nChanged 22
		SP:Iteration 11Q (73036.040000 sec): 3 clusters
  Score: Raw -180272.205718 + Penalty 2522.290289 = -177749.915430
  nChanged 21
		SP:Iteration 12Q (73036.210000 sec): 3 clusters
  Score: Raw -180286.953702 + Penalty 2522.290289 = -177764.663414
  nChanged 24
		SP:Iteration 13Q (73036.390000 sec): 3 clusters
  Score: Raw -180301.670298 + Penalty 2522.290289 = -177779.380009
  nChanged 23
		SP:Iteration 14Q (73036.560000 sec): 3 clusters
  Score: Raw -180314.205110 + Penalty 2522.290289 = -177791.914822
  nChanged 16
		SP:Iteration 15Q (73036.740000 sec): 3 clusters
  Score: Raw -180323.760694 + Penalty 2522.290289 = -177801.470406
  nChanged 13
		SP:Iteration 16Q (73036.920000 sec): 3 clusters
  Score: Raw -180330.930745 + Penalty 2522.290289 = -177808.640456
  nChanged 11
		SP:Iteration 17Q (73037.090000 sec): 3 clusters
  Score: Raw -180335.908693 + Penalty 2522.290289 = -177813.618404
  nChanged 6
		SP:Iteration 18Q (73037.270000 sec): 3 clusters
  Score: Raw -180339.366175 + Penalty 2522.290289 = -177817.075886
  nChanged 5
		SP:Iteration 19Q (73037.440000 sec): 3 clusters
  Score: Raw -180342.799051 + Penalty 2522.290289 = -177820.508763
  nChanged 7
		SP:Iteration 20F (73037.620000 sec): 3 clusters
  Score: Raw -180347.591905 + Penalty 2522.290289 = -177825.301617
  nChanged 11
		SP:Iteration 21Q (73037.800000 sec): 3 clusters
  Score: Raw -180351.887286 + Penalty 2522.290289 = -177829.596998
  nChanged 10
		SP:Iteration 22Q (73037.970000 sec): 3 clusters
  Score: Raw -180354.457045 + Penalty 2522.290289 = -177832.166756
  nChanged 9
		SP:Iteration 23Q (73038.150000 sec): 3 clusters
  Score: Raw -180358.355863 + Penalty 2522.290289 = -177836.065575
  nChanged 8
		SP:Iteration 24Q (73038.320000 sec): 3 clusters
  Score: Raw -180365.338584 + Penalty 2522.290289 = -177843.048295
  nChanged 14
		SP:Iteration 25Q (73038.500000 sec): 3 clusters
  Score: Raw -180370.603096 + Penalty 2522.290289 = -177848.312808
  nChanged 10
		SP:Iteration 26Q (73038.670000 sec): 3 clusters
  Score: Raw -180375.761492 + Penalty 2522.290289 = -177853.471203
  nChanged 11
		SP:Iteration 27Q (73038.850000 sec): 3 clusters
  Score: Raw -180382.152978 + Penalty 2522.290289 = -177859.862690
  nChanged 11
		SP:Iteration 28Q (73039.020000 sec): 3 clusters
  Score: Raw -180386.868997 + Penalty 2522.290289 = -177864.578708
  nChanged 12
		SP:Iteration 29Q (73039.200000 sec): 3 clusters
  Score: Raw -180392.123290 + Penalty 2522.290289 = -177869.833001
  nChanged 13
		SP:Iteration 30Q (73039.380000 sec): 3 clusters
  Score: Raw -180397.087446 + Penalty 2522.290289 = -177874.797158
  nChanged 9
		SP:Iteration 31Q (73039.550000 sec): 3 clusters
  Score: Raw -180401.558624 + Penalty 2522.290289 = -177879.268335
  nChanged 6
		SP:Iteration 32Q (73039.730000 sec): 3 clusters
  Score: Raw -180405.953747 + Penalty 2522.290289 = -177883.663459
  nChanged 11
		SP:Iteration 33Q (73039.950000 sec): 3 clusters
  Score: Raw -180410.560636 + Penalty 2522.290289 = -177888.270347
  nChanged 3
		SP:Iteration 34Q (73040.110000 sec): 3 clusters
  Score: Raw -180411.495458 + Penalty 2522.290289 = -177889.205169
  nChanged 1
		SP:Iteration 35Q (73040.270000 sec): 3 clusters
  Score: Raw -180412.404969 + Penalty 2522.290289 = -177890.114680
  nChanged 2
		SP:Iteration 36Q (73040.420000 sec): 3 clusters
  Score: Raw -180414.425530 + Penalty 2522.290289 = -177892.135241
  nChanged 4
		SP:Iteration 37Q (73040.570000 sec): 3 clusters
  Score: Raw -180415.173519 + Penalty 2522.290289 = -177892.883230
  nChanged 2
		SP:Iteration 38Q (73040.720000 sec): 3 clusters
  Score: Raw -180415.674465 + Penalty 2522.290289 = -177893.384176
  nChanged 3
		SP:Iteration 39Q (73040.860000 sec): 3 clusters
  Score: Raw -180416.447439 + Penalty 2522.290289 = -177894.157150
  nChanged 0
		SP:Iteration 40F (73041.010000 sec): 3 clusters
  Score: Raw -180416.447439 + Penalty 2522.290289 = -177894.157150
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 80 (4601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73041.100000 sec): 2 clusters
  Score: Raw -329741.497232 + Penalty 1370.529704 = -328370.967528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73041.300000 sec): 3 clusters
  Score: Raw -327439.201303 + Penalty 2741.059409 = -324698.141894
  nChanged 1850
		SP:Iteration 1F (73041.450000 sec): 3 clusters
  Score: Raw -328673.164823 + Penalty 2741.059409 = -325932.105414
  nChanged 452
		SP:Iteration 2F (73041.640000 sec): 3 clusters
  Score: Raw -329090.979064 + Penalty 2741.059409 = -326349.919655
  nChanged 348
		SP:Iteration 3F (73041.810000 sec): 3 clusters
  Score: Raw -329414.972607 + Penalty 2741.059409 = -326673.913198
  nChanged 312
		SP:Iteration 4F (73041.990000 sec): 3 clusters
  Score: Raw -329685.894822 + Penalty 2741.059409 = -326944.835413
  nChanged 225
		SP:Iteration 5Q (73042.160000 sec): 3 clusters
  Score: Raw -329838.862206 + Penalty 2741.059409 = -327097.802797
  nChanged 159
		SP:Iteration 6Q (73042.360000 sec): 3 clusters
  Score: Raw -329932.808185 + Penalty 2741.059409 = -327191.748776
  nChanged 117
		SP:Iteration 7Q (73042.450000 sec): 3 clusters
  Score: Raw -329988.465312 + Penalty 2741.059409 = -327247.405903
  nChanged 89
		SP:Iteration 8Q (73042.540000 sec): 3 clusters
  Score: Raw -330025.786909 + Penalty 2741.059409 = -327284.727500
  nChanged 63
		SP:Iteration 9Q (73042.630000 sec): 3 clusters
  Score: Raw -330049.765765 + Penalty 2741.059409 = -327308.706356
  nChanged 48
		SP:Iteration 10Q (73042.720000 sec): 3 clusters
  Score: Raw -330065.038564 + Penalty 2741.059409 = -327323.979155
  nChanged 42
		SP:Iteration 11Q (73042.820000 sec): 3 clusters
  Score: Raw -330077.260292 + Penalty 2741.059409 = -327336.200883
  nChanged 31
		SP:Iteration 12Q (73042.900000 sec): 3 clusters
  Score: Raw -330086.006353 + Penalty 2741.059409 = -327344.946944
  nChanged 25
		SP:Iteration 13Q (73043.000000 sec): 3 clusters
  Score: Raw -330092.691109 + Penalty 2741.059409 = -327351.631700
  nChanged 24
		SP:Iteration 14Q (73043.090000 sec): 3 clusters
  Score: Raw -330099.784077 + Penalty 2741.059409 = -327358.724668
  nChanged 19
		SP:Iteration 15Q (73043.180000 sec): 3 clusters
  Score: Raw -330105.755242 + Penalty 2741.059409 = -327364.695833
  nChanged 18
		SP:Iteration 16Q (73043.260000 sec): 3 clusters
  Score: Raw -330111.911405 + Penalty 2741.059409 = -327370.851996
  nChanged 19
		SP:Iteration 17Q (73043.350000 sec): 3 clusters
  Score: Raw -330117.676309 + Penalty 2741.059409 = -327376.616900
  nChanged 17
		SP:Iteration 18Q (73043.440000 sec): 3 clusters
  Score: Raw -330122.531663 + Penalty 2741.059409 = -327381.472254
  nChanged 16
		SP:Iteration 19Q (73043.530000 sec): 3 clusters
  Score: Raw -330126.141257 + Penalty 2741.059409 = -327385.081848
  nChanged 10
		SP:Iteration 20F (73043.610000 sec): 3 clusters
  Score: Raw -330128.720526 + Penalty 2741.059409 = -327387.661117
  nChanged 7
		SP:Iteration 21Q (73043.700000 sec): 3 clusters
  Score: Raw -330130.933117 + Penalty 2741.059409 = -327389.873708
  nChanged 13
		SP:Iteration 22Q (73043.780000 sec): 3 clusters
  Score: Raw -330135.083540 + Penalty 2741.059409 = -327394.024131
  nChanged 16
		SP:Iteration 23Q (73043.870000 sec): 3 clusters
  Score: Raw -330141.250357 + Penalty 2741.059409 = -327400.190948
  nChanged 17
		SP:Iteration 24Q (73043.950000 sec): 3 clusters
  Score: Raw -330145.630446 + Penalty 2741.059409 = -327404.571037
  nChanged 15
		SP:Iteration 25Q (73044.040000 sec): 3 clusters
  Score: Raw -330150.359470 + Penalty 2741.059409 = -327409.300061
  nChanged 12
		SP:Iteration 26Q (73044.130000 sec): 3 clusters
  Score: Raw -330155.518142 + Penalty 2741.059409 = -327414.458734
  nChanged 18
		SP:Iteration 27Q (73044.210000 sec): 3 clusters
  Score: Raw -330161.189332 + Penalty 2741.059409 = -327420.129923
  nChanged 18
		SP:Iteration 28Q (73044.300000 sec): 3 clusters
  Score: Raw -330165.491336 + Penalty 2741.059409 = -327424.431927
  nChanged 16
		SP:Iteration 29Q (73044.390000 sec): 3 clusters
  Score: Raw -330169.349810 + Penalty 2741.059409 = -327428.290401
  nChanged 16
		SP:Iteration 30Q (73044.470000 sec): 3 clusters
  Score: Raw -330173.154061 + Penalty 2741.059409 = -327432.094652
  nChanged 11
		SP:Iteration 31Q (73044.560000 sec): 3 clusters
  Score: Raw -330175.699726 + Penalty 2741.059409 = -327434.640317
  nChanged 13
		SP:Iteration 32Q (73044.640000 sec): 3 clusters
  Score: Raw -330178.619307 + Penalty 2741.059409 = -327437.559898
  nChanged 8
		SP:Iteration 33Q (73044.730000 sec): 3 clusters
  Score: Raw -330180.582775 + Penalty 2741.059409 = -327439.523366
  nChanged 5
		SP:Iteration 34Q (73044.810000 sec): 3 clusters
  Score: Raw -330181.964135 + Penalty 2741.059409 = -327440.904726
  nChanged 4
		SP:Iteration 35Q (73044.900000 sec): 3 clusters
  Score: Raw -330183.023334 + Penalty 2741.059409 = -327441.963925
  nChanged 7
		SP:Iteration 36Q (73044.990000 sec): 3 clusters
  Score: Raw -330184.301386 + Penalty 2741.059409 = -327443.241977
  nChanged 4
		SP:Iteration 37Q (73045.070000 sec): 3 clusters
  Score: Raw -330185.146894 + Penalty 2741.059409 = -327444.087485
  nChanged 2
		SP:Iteration 38Q (73045.160000 sec): 3 clusters
  Score: Raw -330186.271471 + Penalty 2741.059409 = -327445.212062
  nChanged 5
		SP:Iteration 39Q (73045.250000 sec): 3 clusters
  Score: Raw -330187.884327 + Penalty 2741.059409 = -327446.824919
  nChanged 2
		SP:Iteration 40F (73045.330000 sec): 3 clusters
  Score: Raw -330188.122229 + Penalty 2741.059409 = -327447.062820
  nChanged 2
		SP:Iteration 41Q (73045.420000 sec): 3 clusters
  Score: Raw -330188.499690 + Penalty 2741.059409 = -327447.440281
  nChanged 3
		SP:Iteration 42Q (73045.500000 sec): 3 clusters
  Score: Raw -330189.463079 + Penalty 2741.059409 = -327448.403670
  nChanged 3
		SP:Iteration 43Q (73045.590000 sec): 3 clusters
  Score: Raw -330189.798355 + Penalty 2741.059409 = -327448.738946
  nChanged 2
		SP:Iteration 44Q (73045.670000 sec): 3 clusters
  Score: Raw -330190.582251 + Penalty 2741.059409 = -327449.522843
  nChanged 3
		SP:Iteration 45Q (73045.760000 sec): 3 clusters
  Score: Raw -330191.350966 + Penalty 2741.059409 = -327450.291557
  nChanged 2
		SP:Iteration 46Q (73045.850000 sec): 3 clusters
  Score: Raw -330191.692255 + Penalty 2741.059409 = -327450.632846
  nChanged 2
		SP:Iteration 47Q (73045.930000 sec): 3 clusters
  Score: Raw -330192.100792 + Penalty 2741.059409 = -327451.041383
  nChanged 3
		SP:Iteration 48Q (73046.010000 sec): 3 clusters
  Score: Raw -330192.694830 + Penalty 2741.059409 = -327451.635421
  nChanged 4
		SP:Iteration 49Q (73046.100000 sec): 3 clusters
  Score: Raw -330193.216270 + Penalty 2741.059409 = -327452.156861
  nChanged 1
		SP:Iteration 50Q (73046.180000 sec): 3 clusters
  Score: Raw -330193.296099 + Penalty 2741.059409 = -327452.236690
  nChanged 0
		SP:Iteration 51F (73046.270000 sec): 3 clusters
  Score: Raw -330193.296099 + Penalty 2741.059409 = -327452.236690
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 81 (4685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73046.350000 sec): 2 clusters
  Score: Raw -398511.735112 + Penalty 1373.469694 = -397138.265418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73046.440000 sec): 3 clusters
  Score: Raw -396092.042505 + Penalty 2746.939388 = -393345.103117
  nChanged 1895
		SP:Iteration 1F (73046.530000 sec): 3 clusters
  Score: Raw -397345.956059 + Penalty 2746.939388 = -394599.016671
  nChanged 459
		SP:Iteration 2F (73046.630000 sec): 3 clusters
  Score: Raw -397795.450120 + Penalty 2746.939388 = -395048.510732
  nChanged 381
		SP:Iteration 3F (73046.720000 sec): 3 clusters
  Score: Raw -398154.682112 + Penalty 2746.939388 = -395407.742723
  nChanged 319
		SP:Iteration 4F (73046.810000 sec): 3 clusters
  Score: Raw -398446.083621 + Penalty 2746.939388 = -395699.144233
  nChanged 266
		SP:Iteration 5F (73046.900000 sec): 3 clusters
  Score: Raw -398655.059157 + Penalty 2746.939388 = -395908.119768
  nChanged 219
		SP:Iteration 6Q (73046.990000 sec): 3 clusters
  Score: Raw -398815.556034 + Penalty 2746.939388 = -396068.616646
  nChanged 164
		SP:Iteration 7Q (73047.090000 sec): 3 clusters
  Score: Raw -398927.239962 + Penalty 2746.939388 = -396180.300574
  nChanged 124
		SP:Iteration 8Q (73047.180000 sec): 3 clusters
  Score: Raw -398997.113099 + Penalty 2746.939388 = -396250.173711
  nChanged 99
		SP:Iteration 9Q (73047.270000 sec): 3 clusters
  Score: Raw -399041.113103 + Penalty 2746.939388 = -396294.173715
  nChanged 82
		SP:Iteration 10Q (73047.370000 sec): 3 clusters
  Score: Raw -399075.643089 + Penalty 2746.939388 = -396328.703701
  nChanged 63
		SP:Iteration 11Q (73047.460000 sec): 3 clusters
  Score: Raw -399099.363788 + Penalty 2746.939388 = -396352.424399
  nChanged 49
		SP:Iteration 12Q (73047.550000 sec): 3 clusters
  Score: Raw -399116.649308 + Penalty 2746.939388 = -396369.709920
  nChanged 42
		SP:Iteration 13Q (73047.640000 sec): 3 clusters
  Score: Raw -399129.419062 + Penalty 2746.939388 = -396382.479673
  nChanged 32
		SP:Iteration 14Q (73047.730000 sec): 3 clusters
  Score: Raw -399138.963855 + Penalty 2746.939388 = -396392.024466
  nChanged 28
		SP:Iteration 15Q (73047.820000 sec): 3 clusters
  Score: Raw -399146.419857 + Penalty 2746.939388 = -396399.480469
  nChanged 16
		SP:Iteration 16Q (73047.910000 sec): 3 clusters
  Score: Raw -399148.995500 + Penalty 2746.939388 = -396402.056112
  nChanged 12
		SP:Iteration 17Q (73048.010000 sec): 3 clusters
  Score: Raw -399151.540514 + Penalty 2746.939388 = -396404.601126
  nChanged 10
		SP:Iteration 18Q (73048.100000 sec): 3 clusters
  Score: Raw -399154.083675 + Penalty 2746.939388 = -396407.144287
  nChanged 12
		SP:Iteration 19Q (73048.190000 sec): 3 clusters
  Score: Raw -399156.554424 + Penalty 2746.939388 = -396409.615036
  nChanged 8
		SP:Iteration 20F (73048.290000 sec): 3 clusters
  Score: Raw -399158.507440 + Penalty 2746.939388 = -396411.568052
  nChanged 6
		SP:Iteration 21Q (73048.380000 sec): 3 clusters
  Score: Raw -399159.574227 + Penalty 2746.939388 = -396412.634838
  nChanged 5
		SP:Iteration 22Q (73048.470000 sec): 3 clusters
  Score: Raw -399160.455284 + Penalty 2746.939388 = -396413.515896
  nChanged 5
		SP:Iteration 23Q (73048.560000 sec): 3 clusters
  Score: Raw -399161.873091 + Penalty 2746.939388 = -396414.933702
  nChanged 9
		SP:Iteration 24Q (73048.650000 sec): 3 clusters
  Score: Raw -399164.945539 + Penalty 2746.939388 = -396418.006151
  nChanged 8
		SP:Iteration 25Q (73048.750000 sec): 3 clusters
  Score: Raw -399167.975727 + Penalty 2746.939388 = -396421.036339
  nChanged 19
		SP:Iteration 26Q (73048.840000 sec): 3 clusters
  Score: Raw -399173.928884 + Penalty 2746.939388 = -396426.989496
  nChanged 20
		SP:Iteration 27Q (73048.930000 sec): 3 clusters
  Score: Raw -399181.392039 + Penalty 2746.939388 = -396434.452651
  nChanged 27
		SP:Iteration 28Q (73049.020000 sec): 3 clusters
  Score: Raw -399192.865601 + Penalty 2746.939388 = -396445.926213
  nChanged 34
		SP:Iteration 29Q (73049.110000 sec): 3 clusters
  Score: Raw -399204.694682 + Penalty 2746.939388 = -396457.755294
  nChanged 31
		SP:Iteration 30Q (73049.210000 sec): 3 clusters
  Score: Raw -399217.800323 + Penalty 2746.939388 = -396470.860935
  nChanged 32
		SP:Iteration 31Q (73049.300000 sec): 3 clusters
  Score: Raw -399234.918148 + Penalty 2746.939388 = -396487.978760
  nChanged 38
		SP:Iteration 32Q (73049.390000 sec): 3 clusters
  Score: Raw -399254.970817 + Penalty 2746.939388 = -396508.031429
  nChanged 43
		SP:Iteration 33Q (73049.480000 sec): 3 clusters
  Score: Raw -399276.671629 + Penalty 2746.939388 = -396529.732240
  nChanged 49
		SP:Iteration 34Q (73049.570000 sec): 3 clusters
  Score: Raw -399295.904155 + Penalty 2746.939388 = -396548.964767
  nChanged 36
		SP:Iteration 35Q (73049.660000 sec): 3 clusters
  Score: Raw -399306.453520 + Penalty 2746.939388 = -396559.514132
  nChanged 27
		SP:Iteration 36Q (73049.750000 sec): 3 clusters
  Score: Raw -399311.874612 + Penalty 2746.939388 = -396564.935224
  nChanged 17
		SP:Iteration 37Q (73049.840000 sec): 3 clusters
  Score: Raw -399315.819408 + Penalty 2746.939388 = -396568.880020
  nChanged 16
		SP:Iteration 38Q (73049.930000 sec): 3 clusters
  Score: Raw -399320.328362 + Penalty 2746.939388 = -396573.388974
  nChanged 12
		SP:Iteration 39Q (73050.030000 sec): 3 clusters
  Score: Raw -399323.563819 + Penalty 2746.939388 = -396576.624431
  nChanged 17
		SP:Iteration 40F (73050.120000 sec): 3 clusters
  Score: Raw -399328.928456 + Penalty 2746.939388 = -396581.989068
  nChanged 16
		SP:Iteration 41Q (73050.210000 sec): 3 clusters
  Score: Raw -399334.549780 + Penalty 2746.939388 = -396587.610392
  nChanged 18
		SP:Iteration 42Q (73050.300000 sec): 3 clusters
  Score: Raw -399340.446989 + Penalty 2746.939388 = -396593.507600
  nChanged 16
		SP:Iteration 43Q (73050.390000 sec): 3 clusters
  Score: Raw -399344.103830 + Penalty 2746.939388 = -396597.164442
  nChanged 12
		SP:Iteration 44Q (73050.480000 sec): 3 clusters
  Score: Raw -399346.354891 + Penalty 2746.939388 = -396599.415503
  nChanged 8
		SP:Iteration 45Q (73050.570000 sec): 3 clusters
  Score: Raw -399348.614375 + Penalty 2746.939388 = -396601.674986
  nChanged 14
		SP:Iteration 46Q (73050.660000 sec): 3 clusters
  Score: Raw -399351.320933 + Penalty 2746.939388 = -396604.381544
  nChanged 8
		SP:Iteration 47Q (73050.750000 sec): 3 clusters
  Score: Raw -399352.676708 + Penalty 2746.939388 = -396605.737320
  nChanged 5
		SP:Iteration 48Q (73050.840000 sec): 3 clusters
  Score: Raw -399353.424207 + Penalty 2746.939388 = -396606.484819
  nChanged 3
		SP:Iteration 49Q (73050.930000 sec): 3 clusters
  Score: Raw -399354.228822 + Penalty 2746.939388 = -396607.289434
  nChanged 6
		SP:Iteration 50Q (73051.020000 sec): 3 clusters
  Score: Raw -399355.504210 + Penalty 2746.939388 = -396608.564822
  nChanged 8
		SP:Iteration 51Q (73051.110000 sec): 3 clusters
  Score: Raw -399356.903041 + Penalty 2746.939388 = -396609.963652
  nChanged 5
		SP:Iteration 52Q (73051.200000 sec): 3 clusters
  Score: Raw -399357.992759 + Penalty 2746.939388 = -396611.053371
  nChanged 5
		SP:Iteration 53Q (73051.290000 sec): 3 clusters
  Score: Raw -399358.952321 + Penalty 2746.939388 = -396612.012933
  nChanged 1
		SP:Iteration 54Q (73051.380000 sec): 3 clusters
  Score: Raw -399359.084803 + Penalty 2746.939388 = -396612.145415
  nChanged 0
		SP:Iteration 55F (73051.470000 sec): 3 clusters
  Score: Raw -399359.084803 + Penalty 2746.939388 = -396612.145415
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 82 (4300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73051.550000 sec): 2 clusters
  Score: Raw -387625.223829 + Penalty 1359.535174 = -386265.688655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73051.640000 sec): 3 clusters
  Score: Raw -385448.249313 + Penalty 2719.070348 = -382729.178965
  nChanged 1714
		SP:Iteration 1F (73051.730000 sec): 3 clusters
  Score: Raw -386528.986241 + Penalty 2719.070348 = -383809.915893
  nChanged 386
		SP:Iteration 2F (73051.810000 sec): 3 clusters
  Score: Raw -386816.356319 + Penalty 2719.070348 = -384097.285971
  nChanged 269
		SP:Iteration 3F (73051.900000 sec): 3 clusters
  Score: Raw -386986.245835 + Penalty 2719.070348 = -384267.175487
  nChanged 197
		SP:Iteration 4Q (73051.980000 sec): 3 clusters
  Score: Raw -387099.243772 + Penalty 2719.070348 = -384380.173424
  nChanged 166
		SP:Iteration 5Q (73052.070000 sec): 3 clusters
  Score: Raw -387194.387517 + Penalty 2719.070348 = -384475.317169
  nChanged 142
		SP:Iteration 6Q (73052.150000 sec): 3 clusters
  Score: Raw -387266.308590 + Penalty 2719.070348 = -384547.238242
  nChanged 128
		SP:Iteration 7Q (73052.240000 sec): 3 clusters
  Score: Raw -387331.998826 + Penalty 2719.070348 = -384612.928478
  nChanged 114
		SP:Iteration 8Q (73052.320000 sec): 3 clusters
  Score: Raw -387392.524154 + Penalty 2719.070348 = -384673.453806
  nChanged 109
		SP:Iteration 9Q (73052.400000 sec): 3 clusters
  Score: Raw -387444.662125 + Penalty 2719.070348 = -384725.591777
  nChanged 93
		SP:Iteration 10Q (73052.490000 sec): 3 clusters
  Score: Raw -387490.479190 + Penalty 2719.070348 = -384771.408842
  nChanged 90
		SP:Iteration 11Q (73052.570000 sec): 3 clusters
  Score: Raw -387531.590720 + Penalty 2719.070348 = -384812.520372
  nChanged 68
		SP:Iteration 12Q (73052.660000 sec): 3 clusters
  Score: Raw -387563.832174 + Penalty 2719.070348 = -384844.761826
  nChanged 67
		SP:Iteration 13Q (73052.740000 sec): 3 clusters
  Score: Raw -387597.675964 + Penalty 2719.070348 = -384878.605616
  nChanged 78
		SP:Iteration 14Q (73052.820000 sec): 3 clusters
  Score: Raw -387640.641759 + Penalty 2719.070348 = -384921.571411
  nChanged 83
		SP:Iteration 15Q (73052.910000 sec): 3 clusters
  Score: Raw -387678.730497 + Penalty 2719.070348 = -384959.660149
  nChanged 54
		SP:Iteration 16Q (73052.990000 sec): 3 clusters
  Score: Raw -387702.027553 + Penalty 2719.070348 = -384982.957205
  nChanged 33
		SP:Iteration 17Q (73053.080000 sec): 3 clusters
  Score: Raw -387716.263738 + Penalty 2719.070348 = -384997.193390
  nChanged 26
		SP:Iteration 18Q (73053.160000 sec): 3 clusters
  Score: Raw -387726.031298 + Penalty 2719.070348 = -385006.960950
  nChanged 28
		SP:Iteration 19Q (73053.240000 sec): 3 clusters
  Score: Raw -387735.540164 + Penalty 2719.070348 = -385016.469816
  nChanged 18
		SP:Iteration 20F (73053.330000 sec): 3 clusters
  Score: Raw -387742.754333 + Penalty 2719.070348 = -385023.683985
  nChanged 21
		SP:Iteration 21Q (73053.410000 sec): 3 clusters
  Score: Raw -387753.040310 + Penalty 2719.070348 = -385033.969962
  nChanged 22
		SP:Iteration 22Q (73053.490000 sec): 3 clusters
  Score: Raw -387761.913756 + Penalty 2719.070348 = -385042.843408
  nChanged 13
		SP:Iteration 23Q (73053.580000 sec): 3 clusters
  Score: Raw -387765.985102 + Penalty 2719.070348 = -385046.914754
  nChanged 11
		SP:Iteration 24Q (73053.660000 sec): 3 clusters
  Score: Raw -387768.903753 + Penalty 2719.070348 = -385049.833405
  nChanged 6
		SP:Iteration 25Q (73053.740000 sec): 3 clusters
  Score: Raw -387770.913043 + Penalty 2719.070348 = -385051.842695
  nChanged 9
		SP:Iteration 26Q (73053.830000 sec): 3 clusters
  Score: Raw -387773.156412 + Penalty 2719.070348 = -385054.086064
  nChanged 11
		SP:Iteration 27Q (73053.910000 sec): 3 clusters
  Score: Raw -387776.702189 + Penalty 2719.070348 = -385057.631841
  nChanged 13
		SP:Iteration 28Q (73054.000000 sec): 3 clusters
  Score: Raw -387781.584570 + Penalty 2719.070348 = -385062.514222
  nChanged 13
		SP:Iteration 29Q (73054.080000 sec): 3 clusters
  Score: Raw -387786.050100 + Penalty 2719.070348 = -385066.979752
  nChanged 7
		SP:Iteration 30Q (73054.160000 sec): 3 clusters
  Score: Raw -387788.102525 + Penalty 2719.070348 = -385069.032177
  nChanged 8
		SP:Iteration 31Q (73054.250000 sec): 3 clusters
  Score: Raw -387791.202768 + Penalty 2719.070348 = -385072.132420
  nChanged 9
		SP:Iteration 32Q (73054.330000 sec): 3 clusters
  Score: Raw -387794.650697 + Penalty 2719.070348 = -385075.580349
  nChanged 6
		SP:Iteration 33Q (73054.420000 sec): 3 clusters
  Score: Raw -387797.056507 + Penalty 2719.070348 = -385077.986159
  nChanged 14
		SP:Iteration 34Q (73054.500000 sec): 3 clusters
  Score: Raw -387802.085608 + Penalty 2719.070348 = -385083.015260
  nChanged 19
		SP:Iteration 35Q (73054.580000 sec): 3 clusters
  Score: Raw -387809.852505 + Penalty 2719.070348 = -385090.782157
  nChanged 18
		SP:Iteration 36Q (73054.670000 sec): 3 clusters
  Score: Raw -387818.642638 + Penalty 2719.070348 = -385099.572290
  nChanged 18
		SP:Iteration 37Q (73054.750000 sec): 3 clusters
  Score: Raw -387824.639197 + Penalty 2719.070348 = -385105.568849
  nChanged 10
		SP:Iteration 38Q (73054.840000 sec): 3 clusters
  Score: Raw -387829.350762 + Penalty 2719.070348 = -385110.280414
  nChanged 14
		SP:Iteration 39Q (73054.920000 sec): 3 clusters
  Score: Raw -387835.796920 + Penalty 2719.070348 = -385116.726571
  nChanged 17
		SP:Iteration 40F (73055.000000 sec): 3 clusters
  Score: Raw -387842.562746 + Penalty 2719.070348 = -385123.492398
  nChanged 17
		SP:Iteration 41Q (73055.080000 sec): 3 clusters
  Score: Raw -387852.130679 + Penalty 2719.070348 = -385133.060331
  nChanged 22
		SP:Iteration 42Q (73055.170000 sec): 3 clusters
  Score: Raw -387866.405717 + Penalty 2719.070348 = -385147.335369
  nChanged 24
		SP:Iteration 43Q (73055.250000 sec): 3 clusters
  Score: Raw -387880.660504 + Penalty 2719.070348 = -385161.590156
  nChanged 26
		SP:Iteration 44Q (73055.340000 sec): 3 clusters
  Score: Raw -387901.704285 + Penalty 2719.070348 = -385182.633937
  nChanged 28
		SP:Iteration 45Q (73055.420000 sec): 3 clusters
  Score: Raw -387919.495908 + Penalty 2719.070348 = -385200.425560
  nChanged 32
		SP:Iteration 46Q (73055.500000 sec): 3 clusters
  Score: Raw -387939.299542 + Penalty 2719.070348 = -385220.229194
  nChanged 29
		SP:Iteration 47Q (73055.590000 sec): 3 clusters
  Score: Raw -387959.983756 + Penalty 2719.070348 = -385240.913408
  nChanged 31
		SP:Iteration 48Q (73055.670000 sec): 3 clusters
  Score: Raw -387978.386540 + Penalty 2719.070348 = -385259.316192
  nChanged 28
		SP:Iteration 49Q (73055.750000 sec): 3 clusters
  Score: Raw -387994.363708 + Penalty 2719.070348 = -385275.293360
  nChanged 19
		SP:Iteration 50Q (73055.840000 sec): 3 clusters
  Score: Raw -388003.911413 + Penalty 2719.070348 = -385284.841065
  nChanged 18
		SP:Iteration 51Q (73055.920000 sec): 3 clusters
  Score: Raw -388013.728255 + Penalty 2719.070348 = -385294.657907
  nChanged 10
		SP:Iteration 52Q (73056.000000 sec): 3 clusters
  Score: Raw -388019.274670 + Penalty 2719.070348 = -385300.204322
  nChanged 6
		SP:Iteration 53Q (73056.090000 sec): 3 clusters
  Score: Raw -388021.889834 + Penalty 2719.070348 = -385302.819486
  nChanged 5
		SP:Iteration 54Q (73056.170000 sec): 3 clusters
  Score: Raw -388022.999416 + Penalty 2719.070348 = -385303.929068
  nChanged 5
		SP:Iteration 55Q (73056.250000 sec): 3 clusters
  Score: Raw -388025.520128 + Penalty 2719.070348 = -385306.449780
  nChanged 5
		SP:Iteration 56Q (73056.340000 sec): 3 clusters
  Score: Raw -388027.571525 + Penalty 2719.070348 = -385308.501177
  nChanged 7
		SP:Iteration 57Q (73056.420000 sec): 3 clusters
  Score: Raw -388030.511167 + Penalty 2719.070348 = -385311.440818
  nChanged 5
		SP:Iteration 58Q (73056.500000 sec): 3 clusters
  Score: Raw -388032.411382 + Penalty 2719.070348 = -385313.341034
  nChanged 7
		SP:Iteration 59Q (73056.590000 sec): 3 clusters
  Score: Raw -388035.346554 + Penalty 2719.070348 = -385316.276206
  nChanged 3
		SP:Iteration 60F (73056.670000 sec): 3 clusters
  Score: Raw -388037.024525 + Penalty 2719.070348 = -385317.954177
  nChanged 8
		SP:Iteration 61Q (73056.760000 sec): 3 clusters
  Score: Raw -388039.563515 + Penalty 2719.070348 = -385320.493167
  nChanged 8
		SP:Iteration 62Q (73056.840000 sec): 3 clusters
  Score: Raw -388043.045377 + Penalty 2719.070348 = -385323.975029
  nChanged 8
		SP:Iteration 63Q (73056.920000 sec): 3 clusters
  Score: Raw -388048.273059 + Penalty 2719.070348 = -385329.202711
  nChanged 10
		SP:Iteration 64Q (73057.000000 sec): 3 clusters
  Score: Raw -388054.570632 + Penalty 2719.070348 = -385335.500283
  nChanged 9
		SP:Iteration 65Q (73057.090000 sec): 3 clusters
  Score: Raw -388061.646027 + Penalty 2719.070348 = -385342.575679
  nChanged 11
		SP:Iteration 66Q (73057.170000 sec): 3 clusters
  Score: Raw -388068.209617 + Penalty 2719.070348 = -385349.139269
  nChanged 7
		SP:Iteration 67Q (73057.340000 sec): 3 clusters
  Score: Raw -388071.879059 + Penalty 2719.070348 = -385352.808711
  nChanged 6
		SP:Iteration 68Q (73057.520000 sec): 3 clusters
  Score: Raw -388075.967314 + Penalty 2719.070348 = -385356.896966
  nChanged 6
		SP:Iteration 69Q (73057.600000 sec): 3 clusters
  Score: Raw -388078.699779 + Penalty 2719.070348 = -385359.629431
  nChanged 5
		SP:Iteration 70Q (73057.690000 sec): 3 clusters
  Score: Raw -388080.630022 + Penalty 2719.070348 = -385361.559673
  nChanged 3
		SP:Iteration 71Q (73057.770000 sec): 3 clusters
  Score: Raw -388081.238834 + Penalty 2719.070348 = -385362.168486
  nChanged 2
		SP:Iteration 72Q (73057.860000 sec): 3 clusters
  Score: Raw -388082.127148 + Penalty 2719.070348 = -385363.056800
  nChanged 1
		SP:Iteration 73Q (73057.940000 sec): 3 clusters
  Score: Raw -388082.479903 + Penalty 2719.070348 = -385363.409554
  nChanged 1
		SP:Iteration 74Q (73058.020000 sec): 3 clusters
  Score: Raw -388082.844558 + Penalty 2719.070348 = -385363.774210
  nChanged 3
		SP:Iteration 75Q (73058.100000 sec): 3 clusters
  Score: Raw -388083.593849 + Penalty 2719.070348 = -385364.523501
  nChanged 1
		SP:Iteration 76Q (73058.190000 sec): 3 clusters
  Score: Raw -388084.298251 + Penalty 2719.070348 = -385365.227903
  nChanged 4
		SP:Iteration 77Q (73058.270000 sec): 3 clusters
  Score: Raw -388087.391635 + Penalty 2719.070348 = -385368.321287
  nChanged 6
		SP:Iteration 78Q (73058.360000 sec): 3 clusters
  Score: Raw -388090.206355 + Penalty 2719.070348 = -385371.136007
  nChanged 4
		SP:Iteration 79Q (73058.440000 sec): 3 clusters
  Score: Raw -388093.432547 + Penalty 2719.070348 = -385374.362199
  nChanged 8
		SP:Iteration 80F (73058.520000 sec): 3 clusters
  Score: Raw -388099.699299 + Penalty 2719.070348 = -385380.628951
  nChanged 7
		SP:Iteration 81Q (73058.600000 sec): 3 clusters
  Score: Raw -388104.559692 + Penalty 2719.070348 = -385385.489344
  nChanged 6
		SP:Iteration 82Q (73058.690000 sec): 3 clusters
  Score: Raw -388108.014455 + Penalty 2719.070348 = -385388.944107
  nChanged 7
		SP:Iteration 83Q (73058.770000 sec): 3 clusters
  Score: Raw -388111.225504 + Penalty 2719.070348 = -385392.155156
  nChanged 7
		SP:Iteration 84Q (73058.860000 sec): 3 clusters
  Score: Raw -388114.214264 + Penalty 2719.070348 = -385395.143916
  nChanged 3
		SP:Iteration 85Q (73058.940000 sec): 3 clusters
  Score: Raw -388115.925898 + Penalty 2719.070348 = -385396.855550
  nChanged 2
		SP:Iteration 86Q (73059.020000 sec): 3 clusters
  Score: Raw -388116.741438 + Penalty 2719.070348 = -385397.671090
  nChanged 2
		SP:Iteration 87Q (73059.110000 sec): 3 clusters
  Score: Raw -388117.271913 + Penalty 2719.070348 = -385398.201565
  nChanged 3
		SP:Iteration 88Q (73059.190000 sec): 3 clusters
  Score: Raw -388117.985445 + Penalty 2719.070348 = -385398.915097
  nChanged 1
		SP:Iteration 89Q (73059.270000 sec): 3 clusters
  Score: Raw -388118.231485 + Penalty 2719.070348 = -385399.161137
  nChanged 0
		SP:Iteration 90F (73059.360000 sec): 3 clusters
  Score: Raw -388118.231485 + Penalty 2719.070348 = -385399.161137
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 83 (4600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73059.480000 sec): 2 clusters
  Score: Raw -451370.621456 + Penalty 1370.494382 = -450000.127074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73059.570000 sec): 3 clusters
  Score: Raw -449028.211460 + Penalty 2740.988764 = -446287.222696
  nChanged 1848
		SP:Iteration 1F (73059.670000 sec): 3 clusters
  Score: Raw -450047.877512 + Penalty 2740.988764 = -447306.888748
  nChanged 337
		SP:Iteration 2F (73059.760000 sec): 3 clusters
  Score: Raw -450237.515197 + Penalty 2740.988764 = -447496.526433
  nChanged 270
		SP:Iteration 3F (73059.850000 sec): 3 clusters
  Score: Raw -450373.853980 + Penalty 2740.988764 = -447632.865215
  nChanged 194
		SP:Iteration 4Q (73059.940000 sec): 3 clusters
  Score: Raw -450461.747202 + Penalty 2740.988764 = -447720.758437
  nChanged 160
		SP:Iteration 5Q (73060.030000 sec): 3 clusters
  Score: Raw -450542.311484 + Penalty 2740.988764 = -447801.322719
  nChanged 166
		SP:Iteration 6Q (73060.140000 sec): 3 clusters
  Score: Raw -450624.499450 + Penalty 2740.988764 = -447883.510685
  nChanged 178
		SP:Iteration 7Q (73060.330000 sec): 3 clusters
  Score: Raw -450723.758891 + Penalty 2740.988764 = -447982.770126
  nChanged 181
		SP:Iteration 8Q (73060.510000 sec): 3 clusters
  Score: Raw -450831.547066 + Penalty 2740.988764 = -448090.558301
  nChanged 188
		SP:Iteration 9Q (73060.690000 sec): 3 clusters
  Score: Raw -450938.261859 + Penalty 2740.988764 = -448197.273094
  nChanged 163
		SP:Iteration 10Q (73060.860000 sec): 3 clusters
  Score: Raw -451035.793037 + Penalty 2740.988764 = -448294.804273
  nChanged 164
		SP:Iteration 11Q (73061.040000 sec): 3 clusters
  Score: Raw -451127.563901 + Penalty 2740.988764 = -448386.575137
  nChanged 139
		SP:Iteration 12Q (73061.210000 sec): 3 clusters
  Score: Raw -451198.591527 + Penalty 2740.988764 = -448457.602763
  nChanged 113
		SP:Iteration 13Q (73061.390000 sec): 3 clusters
  Score: Raw -451251.508281 + Penalty 2740.988764 = -448510.519517
  nChanged 89
		SP:Iteration 14Q (73061.570000 sec): 3 clusters
  Score: Raw -451288.047404 + Penalty 2740.988764 = -448547.058639
  nChanged 76
		SP:Iteration 15Q (73061.740000 sec): 3 clusters
  Score: Raw -451320.855609 + Penalty 2740.988764 = -448579.866845
  nChanged 64
		SP:Iteration 16Q (73061.910000 sec): 3 clusters
  Score: Raw -451350.247970 + Penalty 2740.988764 = -448609.259206
  nChanged 57
		SP:Iteration 17Q (73062.090000 sec): 3 clusters
  Score: Raw -451375.919789 + Penalty 2740.988764 = -448634.931025
  nChanged 46
		SP:Iteration 18Q (73062.270000 sec): 3 clusters
  Score: Raw -451393.653307 + Penalty 2740.988764 = -448652.664543
  nChanged 43
		SP:Iteration 19Q (73062.490000 sec): 3 clusters
  Score: Raw -451412.023993 + Penalty 2740.988764 = -448671.035229
  nChanged 36
		SP:Iteration 20F (73062.640000 sec): 3 clusters
  Score: Raw -451432.019815 + Penalty 2740.988764 = -448691.031051
  nChanged 42
		SP:Iteration 21Q (73062.870000 sec): 3 clusters
  Score: Raw -451451.777194 + Penalty 2740.988764 = -448710.788430
  nChanged 35
		SP:Iteration 22Q (73063.010000 sec): 3 clusters
  Score: Raw -451470.955645 + Penalty 2740.988764 = -448729.966881
  nChanged 36
		SP:Iteration 23Q (73063.240000 sec): 3 clusters
  Score: Raw -451488.293024 + Penalty 2740.988764 = -448747.304260
  nChanged 37
		SP:Iteration 24Q (73063.400000 sec): 3 clusters
  Score: Raw -451505.067154 + Penalty 2740.988764 = -448764.078389
  nChanged 27
		SP:Iteration 25Q (73063.570000 sec): 3 clusters
  Score: Raw -451516.316160 + Penalty 2740.988764 = -448775.327396
  nChanged 25
		SP:Iteration 26Q (73063.750000 sec): 3 clusters
  Score: Raw -451524.855232 + Penalty 2740.988764 = -448783.866468
  nChanged 22
		SP:Iteration 27Q (73063.920000 sec): 3 clusters
  Score: Raw -451531.963844 + Penalty 2740.988764 = -448790.975080
  nChanged 24
		SP:Iteration 28Q (73064.100000 sec): 3 clusters
  Score: Raw -451541.794434 + Penalty 2740.988764 = -448800.805670
  nChanged 26
		SP:Iteration 29Q (73064.270000 sec): 3 clusters
  Score: Raw -451551.674496 + Penalty 2740.988764 = -448810.685731
  nChanged 27
		SP:Iteration 30Q (73064.450000 sec): 3 clusters
  Score: Raw -451562.289857 + Penalty 2740.988764 = -448821.301093
  nChanged 34
		SP:Iteration 31Q (73064.620000 sec): 3 clusters
  Score: Raw -451575.258336 + Penalty 2740.988764 = -448834.269572
  nChanged 39
		SP:Iteration 32Q (73064.800000 sec): 3 clusters
  Score: Raw -451590.009004 + Penalty 2740.988764 = -448849.020239
  nChanged 37
		SP:Iteration 33Q (73064.980000 sec): 3 clusters
  Score: Raw -451607.142371 + Penalty 2740.988764 = -448866.153607
  nChanged 37
		SP:Iteration 34Q (73065.150000 sec): 3 clusters
  Score: Raw -451624.048027 + Penalty 2740.988764 = -448883.059262
  nChanged 42
		SP:Iteration 35Q (73065.330000 sec): 3 clusters
  Score: Raw -451640.170846 + Penalty 2740.988764 = -448899.182081
  nChanged 36
		SP:Iteration 36Q (73065.500000 sec): 3 clusters
  Score: Raw -451653.541619 + Penalty 2740.988764 = -448912.552855
  nChanged 31
		SP:Iteration 37Q (73065.680000 sec): 3 clusters
  Score: Raw -451666.133191 + Penalty 2740.988764 = -448925.144427
  nChanged 34
		SP:Iteration 38Q (73065.860000 sec): 3 clusters
  Score: Raw -451680.878446 + Penalty 2740.988764 = -448939.889682
  nChanged 40
		SP:Iteration 39Q (73066.030000 sec): 3 clusters
  Score: Raw -451696.574307 + Penalty 2740.988764 = -448955.585543
  nChanged 57
		SP:Iteration 40F (73066.210000 sec): 3 clusters
  Score: Raw -451724.081758 + Penalty 2740.988764 = -448983.092994
  nChanged 56
		SP:Iteration 41Q (73066.380000 sec): 3 clusters
  Score: Raw -451748.883315 + Penalty 2740.988764 = -449007.894551
  nChanged 52
		SP:Iteration 42Q (73066.560000 sec): 3 clusters
  Score: Raw -451770.213698 + Penalty 2740.988764 = -449029.224934
  nChanged 64
		SP:Iteration 43Q (73066.780000 sec): 3 clusters
  Score: Raw -451796.989303 + Penalty 2740.988764 = -449056.000539
  nChanged 67
		SP:Iteration 44Q (73066.930000 sec): 3 clusters
  Score: Raw -451824.506133 + Penalty 2740.988764 = -449083.517368
  nChanged 47
		SP:Iteration 45Q (73067.100000 sec): 3 clusters
  Score: Raw -451842.795253 + Penalty 2740.988764 = -449101.806488
  nChanged 42
		SP:Iteration 46Q (73067.280000 sec): 3 clusters
  Score: Raw -451856.212449 + Penalty 2740.988764 = -449115.223685
  nChanged 33
		SP:Iteration 47Q (73067.450000 sec): 3 clusters
  Score: Raw -451870.006412 + Penalty 2740.988764 = -449129.017648
  nChanged 34
		SP:Iteration 48Q (73067.630000 sec): 3 clusters
  Score: Raw -451885.799453 + Penalty 2740.988764 = -449144.810689
  nChanged 37
		SP:Iteration 49Q (73067.800000 sec): 3 clusters
  Score: Raw -451902.020047 + Penalty 2740.988764 = -449161.031283
  nChanged 36
		SP:Iteration 50Q (73067.980000 sec): 3 clusters
  Score: Raw -451922.643362 + Penalty 2740.988764 = -449181.654598
  nChanged 41
		SP:Iteration 51Q (73068.160000 sec): 3 clusters
  Score: Raw -451947.298231 + Penalty 2740.988764 = -449206.309467
  nChanged 46
		SP:Iteration 52Q (73068.330000 sec): 3 clusters
  Score: Raw -451973.789187 + Penalty 2740.988764 = -449232.800422
  nChanged 46
		SP:Iteration 53Q (73068.510000 sec): 3 clusters
  Score: Raw -451996.666283 + Penalty 2740.988764 = -449255.677518
  nChanged 36
		SP:Iteration 54Q (73068.680000 sec): 3 clusters
  Score: Raw -452010.129474 + Penalty 2740.988764 = -449269.140710
  nChanged 25
		SP:Iteration 55Q (73068.860000 sec): 3 clusters
  Score: Raw -452019.676184 + Penalty 2740.988764 = -449278.687420
  nChanged 19
		SP:Iteration 56Q (73069.040000 sec): 3 clusters
  Score: Raw -452028.539541 + Penalty 2740.988764 = -449287.550777
  nChanged 20
		SP:Iteration 57Q (73069.210000 sec): 3 clusters
  Score: Raw -452039.572195 + Penalty 2740.988764 = -449298.583431
  nChanged 26
		SP:Iteration 58Q (73069.380000 sec): 3 clusters
  Score: Raw -452052.042849 + Penalty 2740.988764 = -449311.054084
  nChanged 28
		SP:Iteration 59Q (73069.560000 sec): 3 clusters
  Score: Raw -452063.917831 + Penalty 2740.988764 = -449322.929067
  nChanged 24
		SP:Iteration 60F (73069.740000 sec): 3 clusters
  Score: Raw -452072.829866 + Penalty 2740.988764 = -449331.841102
  nChanged 26
		SP:Iteration 61Q (73069.910000 sec): 3 clusters
  Score: Raw -452086.124177 + Penalty 2740.988764 = -449345.135413
  nChanged 32
		SP:Iteration 62Q (73070.090000 sec): 3 clusters
  Score: Raw -452097.933866 + Penalty 2740.988764 = -449356.945102
  nChanged 25
		SP:Iteration 63Q (73070.260000 sec): 3 clusters
  Score: Raw -452107.395341 + Penalty 2740.988764 = -449366.406577
  nChanged 19
		SP:Iteration 64Q (73070.440000 sec): 3 clusters
  Score: Raw -452114.294119 + Penalty 2740.988764 = -449373.305355
  nChanged 18
		SP:Iteration 65Q (73070.620000 sec): 3 clusters
  Score: Raw -452121.517964 + Penalty 2740.988764 = -449380.529200
  nChanged 20
		SP:Iteration 66Q (73070.790000 sec): 3 clusters
  Score: Raw -452128.877404 + Penalty 2740.988764 = -449387.888639
  nChanged 25
		SP:Iteration 67Q (73070.970000 sec): 3 clusters
  Score: Raw -452139.184308 + Penalty 2740.988764 = -449398.195544
  nChanged 26
		SP:Iteration 68Q (73071.140000 sec): 3 clusters
  Score: Raw -452149.454882 + Penalty 2740.988764 = -449408.466118
  nChanged 27
		SP:Iteration 69Q (73071.320000 sec): 3 clusters
  Score: Raw -452161.173841 + Penalty 2740.988764 = -449420.185076
  nChanged 21
		SP:Iteration 70Q (73071.490000 sec): 3 clusters
  Score: Raw -452168.862847 + Penalty 2740.988764 = -449427.874083
  nChanged 14
		SP:Iteration 71Q (73071.670000 sec): 3 clusters
  Score: Raw -452172.917885 + Penalty 2740.988764 = -449431.929121
  nChanged 15
		SP:Iteration 72Q (73071.840000 sec): 3 clusters
  Score: Raw -452177.994812 + Penalty 2740.988764 = -449437.006048
  nChanged 16
		SP:Iteration 73Q (73072.020000 sec): 3 clusters
  Score: Raw -452184.962910 + Penalty 2740.988764 = -449443.974146
  nChanged 19
		SP:Iteration 74Q (73072.200000 sec): 3 clusters
  Score: Raw -452191.481403 + Penalty 2740.988764 = -449450.492639
  nChanged 13
		SP:Iteration 75Q (73072.370000 sec): 3 clusters
  Score: Raw -452195.247219 + Penalty 2740.988764 = -449454.258455
  nChanged 7
		SP:Iteration 76Q (73072.550000 sec): 3 clusters
  Score: Raw -452197.278771 + Penalty 2740.988764 = -449456.290006
  nChanged 4
		SP:Iteration 77Q (73072.720000 sec): 3 clusters
  Score: Raw -452198.298058 + Penalty 2740.988764 = -449457.309294
  nChanged 3
		SP:Iteration 78Q (73072.900000 sec): 3 clusters
  Score: Raw -452199.053623 + Penalty 2740.988764 = -449458.064859
  nChanged 4
		SP:Iteration 79Q (73073.080000 sec): 3 clusters
  Score: Raw -452200.084569 + Penalty 2740.988764 = -449459.095805
  nChanged 3
		SP:Iteration 80F (73073.250000 sec): 3 clusters
  Score: Raw -452200.856484 + Penalty 2740.988764 = -449459.867720
  nChanged 3
		SP:Iteration 81Q (73073.430000 sec): 3 clusters
  Score: Raw -452201.701639 + Penalty 2740.988764 = -449460.712875
  nChanged 4
		SP:Iteration 82Q (73073.600000 sec): 3 clusters
  Score: Raw -452202.810677 + Penalty 2740.988764 = -449461.821913
  nChanged 3
		SP:Iteration 83Q (73073.780000 sec): 3 clusters
  Score: Raw -452203.843858 + Penalty 2740.988764 = -449462.855094
  nChanged 1
		SP:Iteration 84Q (73073.950000 sec): 3 clusters
  Score: Raw -452204.025689 + Penalty 2740.988764 = -449463.036925
  nChanged 2
		SP:Iteration 85Q (73074.130000 sec): 3 clusters
  Score: Raw -452204.497669 + Penalty 2740.988764 = -449463.508904
  nChanged 1
		SP:Iteration 86Q (73074.300000 sec): 3 clusters
  Score: Raw -452204.772611 + Penalty 2740.988764 = -449463.783846
  nChanged 1
		SP:Iteration 87Q (73074.480000 sec): 3 clusters
  Score: Raw -452205.010476 + Penalty 2740.988764 = -449464.021712
  nChanged 0
		SP:Iteration 88F (73074.660000 sec): 3 clusters
  Score: Raw -452205.010476 + Penalty 2740.988764 = -449464.021712
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 84 (7587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73074.760000 sec): 2 clusters
  Score: Raw -715431.999226 + Penalty 1451.806124 = -713980.193101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73074.980000 sec): 3 clusters
  Score: Raw -711271.733423 + Penalty 2903.612249 = -708368.121174
  nChanged 3205
		SP:Iteration 1F (73075.170000 sec): 3 clusters
  Score: Raw -713022.344080 + Penalty 2903.612249 = -710118.731831
  nChanged 573
		SP:Iteration 2F (73075.370000 sec): 3 clusters
  Score: Raw -713330.466260 + Penalty 2903.612249 = -710426.854011
  nChanged 455
		SP:Iteration 3F (73075.570000 sec): 3 clusters
  Score: Raw -713566.515189 + Penalty 2903.612249 = -710662.902940
  nChanged 390
		SP:Iteration 4F (73075.760000 sec): 3 clusters
  Score: Raw -713774.007514 + Penalty 2903.612249 = -710870.395265
  nChanged 366
		SP:Iteration 5Q (73075.960000 sec): 3 clusters
  Score: Raw -713968.793711 + Penalty 2903.612249 = -711065.181462
  nChanged 358
		SP:Iteration 6Q (73076.160000 sec): 3 clusters
  Score: Raw -714178.207287 + Penalty 2903.612249 = -711274.595038
  nChanged 355
		SP:Iteration 7Q (73076.360000 sec): 3 clusters
  Score: Raw -714390.562294 + Penalty 2903.612249 = -711486.950045
  nChanged 305
		SP:Iteration 8Q (73076.560000 sec): 3 clusters
  Score: Raw -714565.527270 + Penalty 2903.612249 = -711661.915021
  nChanged 281
		SP:Iteration 9Q (73076.750000 sec): 3 clusters
  Score: Raw -714727.273591 + Penalty 2903.612249 = -711823.661342
  nChanged 242
		SP:Iteration 10Q (73076.950000 sec): 3 clusters
  Score: Raw -714869.901770 + Penalty 2903.612249 = -711966.289521
  nChanged 217
		SP:Iteration 11Q (73077.150000 sec): 3 clusters
  Score: Raw -715014.480577 + Penalty 2903.612249 = -712110.868328
  nChanged 196
		SP:Iteration 12Q (73077.350000 sec): 3 clusters
  Score: Raw -715147.515458 + Penalty 2903.612249 = -712243.903209
  nChanged 157
		SP:Iteration 13Q (73077.570000 sec): 3 clusters
  Score: Raw -715263.561623 + Penalty 2903.612249 = -712359.949374
  nChanged 138
		SP:Iteration 14Q (73077.770000 sec): 3 clusters
  Score: Raw -715366.392241 + Penalty 2903.612249 = -712462.779992
  nChanged 108
		SP:Iteration 15Q (73077.970000 sec): 3 clusters
  Score: Raw -715443.164532 + Penalty 2903.612249 = -712539.552283
  nChanged 75
		SP:Iteration 16Q (73078.170000 sec): 3 clusters
  Score: Raw -715496.393188 + Penalty 2903.612249 = -712592.780939
  nChanged 55
		SP:Iteration 17Q (73078.370000 sec): 3 clusters
  Score: Raw -715539.159074 + Penalty 2903.612249 = -712635.546825
  nChanged 41
		SP:Iteration 18Q (73078.560000 sec): 3 clusters
  Score: Raw -715574.721978 + Penalty 2903.612249 = -712671.109729
  nChanged 39
		SP:Iteration 19Q (73078.680000 sec): 3 clusters
  Score: Raw -715600.813826 + Penalty 2903.612249 = -712697.201577
  nChanged 22
		SP:Iteration 20F (73078.790000 sec): 3 clusters
  Score: Raw -715619.626154 + Penalty 2903.612249 = -712716.013905
  nChanged 20
		SP:Iteration 21Q (73078.900000 sec): 3 clusters
  Score: Raw -715632.152544 + Penalty 2903.612249 = -712728.540295
  nChanged 12
		SP:Iteration 22Q (73079.010000 sec): 3 clusters
  Score: Raw -715641.458183 + Penalty 2903.612249 = -712737.845934
  nChanged 9
		SP:Iteration 23Q (73079.130000 sec): 3 clusters
  Score: Raw -715648.976680 + Penalty 2903.612249 = -712745.364431
  nChanged 12
		SP:Iteration 24Q (73079.240000 sec): 3 clusters
  Score: Raw -715656.437582 + Penalty 2903.612249 = -712752.825333
  nChanged 7
		SP:Iteration 25Q (73079.360000 sec): 3 clusters
  Score: Raw -715662.049233 + Penalty 2903.612249 = -712758.436984
  nChanged 7
		SP:Iteration 26Q (73079.470000 sec): 3 clusters
  Score: Raw -715666.118627 + Penalty 2903.612249 = -712762.506378
  nChanged 8
		SP:Iteration 27Q (73079.660000 sec): 3 clusters
  Score: Raw -715671.889454 + Penalty 2903.612249 = -712768.277205
  nChanged 6
		SP:Iteration 28Q (73079.770000 sec): 3 clusters
  Score: Raw -715675.691931 + Penalty 2903.612249 = -712772.079682
  nChanged 1
		SP:Iteration 29Q (73079.880000 sec): 3 clusters
  Score: Raw -715677.317239 + Penalty 2903.612249 = -712773.704990
  nChanged 2
		SP:Iteration 30Q (73079.990000 sec): 3 clusters
  Score: Raw -715679.063724 + Penalty 2903.612249 = -712775.451475
  nChanged 3
		SP:Iteration 31Q (73080.100000 sec): 3 clusters
  Score: Raw -715680.429816 + Penalty 2903.612249 = -712776.817567
  nChanged 0
		SP:Iteration 32F (73080.220000 sec): 3 clusters
  Score: Raw -715680.429816 + Penalty 2903.612249 = -712776.817567
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 85 (2923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73080.290000 sec): 2 clusters
  Score: Raw -228014.233359 + Penalty 1296.809437 = -226717.423922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73080.350000 sec): 3 clusters
  Score: Raw -226615.514711 + Penalty 2593.618874 = -224021.895837
  nChanged 1113
		SP:Iteration 1F (73080.410000 sec): 3 clusters
  Score: Raw -227274.134433 + Penalty 2593.618874 = -224680.515559
  nChanged 245
		SP:Iteration 2F (73080.470000 sec): 3 clusters
  Score: Raw -227454.259237 + Penalty 2593.618874 = -224860.640364
  nChanged 194
		SP:Iteration 3F (73080.530000 sec): 3 clusters
  Score: Raw -227578.641832 + Penalty 2593.618874 = -224985.022958
  nChanged 127
		SP:Iteration 4Q (73080.590000 sec): 3 clusters
  Score: Raw -227653.468522 + Penalty 2593.618874 = -225059.849648
  nChanged 99
		SP:Iteration 5Q (73080.650000 sec): 3 clusters
  Score: Raw -227706.828808 + Penalty 2593.618874 = -225113.209934
  nChanged 77
		SP:Iteration 6Q (73080.710000 sec): 3 clusters
  Score: Raw -227744.341140 + Penalty 2593.618874 = -225150.722266
  nChanged 58
		SP:Iteration 7Q (73080.770000 sec): 3 clusters
  Score: Raw -227780.191094 + Penalty 2593.618874 = -225186.572220
  nChanged 75
		SP:Iteration 8Q (73080.830000 sec): 3 clusters
  Score: Raw -227822.818292 + Penalty 2593.618874 = -225229.199419
  nChanged 71
		SP:Iteration 9Q (73080.880000 sec): 3 clusters
  Score: Raw -227862.317355 + Penalty 2593.618874 = -225268.698482
  nChanged 73
		SP:Iteration 10Q (73080.940000 sec): 3 clusters
  Score: Raw -227906.738094 + Penalty 2593.618874 = -225313.119221
  nChanged 71
		SP:Iteration 11Q (73081.000000 sec): 3 clusters
  Score: Raw -227958.076677 + Penalty 2593.618874 = -225364.457804
  nChanged 73
		SP:Iteration 12Q (73081.060000 sec): 3 clusters
  Score: Raw -228015.577575 + Penalty 2593.618874 = -225421.958701
  nChanged 57
		SP:Iteration 13Q (73081.120000 sec): 3 clusters
  Score: Raw -228051.203572 + Penalty 2593.618874 = -225457.584698
  nChanged 55
		SP:Iteration 14Q (73081.180000 sec): 3 clusters
  Score: Raw -228077.635999 + Penalty 2593.618874 = -225484.017125
  nChanged 41
		SP:Iteration 15Q (73081.240000 sec): 3 clusters
  Score: Raw -228096.564780 + Penalty 2593.618874 = -225502.945906
  nChanged 37
		SP:Iteration 16Q (73081.300000 sec): 3 clusters
  Score: Raw -228117.412033 + Penalty 2593.618874 = -225523.793159
  nChanged 36
		SP:Iteration 17Q (73081.360000 sec): 3 clusters
  Score: Raw -228133.504760 + Penalty 2593.618874 = -225539.885886
  nChanged 29
		SP:Iteration 18Q (73081.410000 sec): 3 clusters
  Score: Raw -228145.333876 + Penalty 2593.618874 = -225551.715003
  nChanged 21
		SP:Iteration 19Q (73081.470000 sec): 3 clusters
  Score: Raw -228152.424280 + Penalty 2593.618874 = -225558.805407
  nChanged 19
		SP:Iteration 20F (73081.530000 sec): 3 clusters
  Score: Raw -228160.939139 + Penalty 2593.618874 = -225567.320265
  nChanged 15
		SP:Iteration 21Q (73081.590000 sec): 3 clusters
  Score: Raw -228165.725233 + Penalty 2593.618874 = -225572.106359
  nChanged 7
		SP:Iteration 22Q (73081.650000 sec): 3 clusters
  Score: Raw -228169.308793 + Penalty 2593.618874 = -225575.689920
  nChanged 11
		SP:Iteration 23Q (73081.710000 sec): 3 clusters
  Score: Raw -228173.584380 + Penalty 2593.618874 = -225579.965506
  nChanged 3
		SP:Iteration 24Q (73081.770000 sec): 3 clusters
  Score: Raw -228174.333922 + Penalty 2593.618874 = -225580.715049
  nChanged 2
		SP:Iteration 25Q (73081.830000 sec): 3 clusters
  Score: Raw -228175.055991 + Penalty 2593.618874 = -225581.437118
  nChanged 2
		SP:Iteration 26Q (73081.890000 sec): 3 clusters
  Score: Raw -228175.735984 + Penalty 2593.618874 = -225582.117111
  nChanged 0
		SP:Iteration 27F (73081.950000 sec): 3 clusters
  Score: Raw -228175.735984 + Penalty 2593.618874 = -225582.117111
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 86 (556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73081.980000 sec): 2 clusters
  Score: Raw -35140.415137 + Penalty 1027.124848 = -34113.290289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73082.000000 sec): 3 clusters
  Score: Raw -35078.200226 + Penalty 2054.249696 = -33023.950530
  nChanged 138
		SP:Iteration 1F (73082.020000 sec): 3 clusters
  Score: Raw -35332.606122 + Penalty 2054.249696 = -33278.356426
  nChanged 44
		SP:Iteration 2F (73082.030000 sec): 3 clusters
  Score: Raw -35444.589911 + Penalty 2054.249696 = -33390.340215
  nChanged 24
		SP:Iteration 3Q (73082.050000 sec): 3 clusters
  Score: Raw -35497.085238 + Penalty 2054.249696 = -33442.835542
  nChanged 20
		SP:Iteration 4Q (73082.070000 sec): 3 clusters
  Score: Raw -35540.130055 + Penalty 2054.249696 = -33485.880359
  nChanged 10
		SP:Iteration 5Q (73082.080000 sec): 3 clusters
  Score: Raw -35561.003753 + Penalty 2054.249696 = -33506.754057
  nChanged 8
		SP:Iteration 6Q (73082.100000 sec): 3 clusters
  Score: Raw -35590.710023 + Penalty 2054.249696 = -33536.460327
  nChanged 8
		SP:Iteration 7Q (73082.110000 sec): 3 clusters
  Score: Raw -35611.395383 + Penalty 2054.249696 = -33557.145687
  nChanged 1
		SP:Iteration 8Q (73082.130000 sec): 3 clusters
  Score: Raw -35615.743380 + Penalty 2054.249696 = -33561.493685
  nChanged 2
		SP:Iteration 9Q (73082.140000 sec): 3 clusters
  Score: Raw -35622.762026 + Penalty 2054.249696 = -33568.512330
  nChanged 4
		SP:Iteration 10Q (73082.160000 sec): 3 clusters
  Score: Raw -35628.773385 + Penalty 2054.249696 = -33574.523689
  nChanged 0
		SP:Iteration 11F (73082.170000 sec): 3 clusters
  Score: Raw -35628.773385 + Penalty 2054.249696 = -33574.523689
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 87 (2163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73082.240000 sec): 2 clusters
  Score: Raw -172559.618558 + Penalty 1247.878357 = -171311.740202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73082.420000 sec): 3 clusters
  Score: Raw -171652.859406 + Penalty 2495.756713 = -169157.102693
  nChanged 801
		SP:Iteration 1F (73082.590000 sec): 3 clusters
  Score: Raw -172248.599814 + Penalty 2495.756713 = -169752.843100
  nChanged 180
		SP:Iteration 2F (73082.770000 sec): 3 clusters
  Score: Raw -172412.453744 + Penalty 2495.756713 = -169916.697030
  nChanged 116
		SP:Iteration 3F (73082.950000 sec): 3 clusters
  Score: Raw -172512.087819 + Penalty 2495.756713 = -170016.331106
  nChanged 90
		SP:Iteration 4Q (73083.120000 sec): 3 clusters
  Score: Raw -172583.232446 + Penalty 2495.756713 = -170087.475733
  nChanged 66
		SP:Iteration 5Q (73083.300000 sec): 3 clusters
  Score: Raw -172626.670890 + Penalty 2495.756713 = -170130.914176
  nChanged 37
		SP:Iteration 6Q (73083.470000 sec): 3 clusters
  Score: Raw -172653.369847 + Penalty 2495.756713 = -170157.613134
  nChanged 32
		SP:Iteration 7Q (73083.650000 sec): 3 clusters
  Score: Raw -172679.816801 + Penalty 2495.756713 = -170184.060088
  nChanged 42
		SP:Iteration 8Q (73083.830000 sec): 3 clusters
  Score: Raw -172708.724456 + Penalty 2495.756713 = -170212.967743
  nChanged 37
		SP:Iteration 9Q (73084.000000 sec): 3 clusters
  Score: Raw -172733.426374 + Penalty 2495.756713 = -170237.669661
  nChanged 30
		SP:Iteration 10Q (73084.180000 sec): 3 clusters
  Score: Raw -172750.302453 + Penalty 2495.756713 = -170254.545739
  nChanged 26
		SP:Iteration 11Q (73084.360000 sec): 3 clusters
  Score: Raw -172765.718050 + Penalty 2495.756713 = -170269.961336
  nChanged 24
		SP:Iteration 12Q (73084.530000 sec): 3 clusters
  Score: Raw -172778.954043 + Penalty 2495.756713 = -170283.197329
  nChanged 23
		SP:Iteration 13Q (73084.710000 sec): 3 clusters
  Score: Raw -172793.303756 + Penalty 2495.756713 = -170297.547042
  nChanged 18
		SP:Iteration 14Q (73084.880000 sec): 3 clusters
  Score: Raw -172801.787557 + Penalty 2495.756713 = -170306.030844
  nChanged 14
		SP:Iteration 15Q (73085.060000 sec): 3 clusters
  Score: Raw -172809.736709 + Penalty 2495.756713 = -170313.979996
  nChanged 13
		SP:Iteration 16Q (73085.240000 sec): 3 clusters
  Score: Raw -172817.034866 + Penalty 2495.756713 = -170321.278153
  nChanged 11
		SP:Iteration 17Q (73085.410000 sec): 3 clusters
  Score: Raw -172822.668664 + Penalty 2495.756713 = -170326.911950
  nChanged 8
		SP:Iteration 18Q (73085.590000 sec): 3 clusters
  Score: Raw -172825.752081 + Penalty 2495.756713 = -170329.995368
  nChanged 5
		SP:Iteration 19Q (73085.760000 sec): 3 clusters
  Score: Raw -172827.470025 + Penalty 2495.756713 = -170331.713311
  nChanged 3
		SP:Iteration 20F (73085.940000 sec): 3 clusters
  Score: Raw -172829.125555 + Penalty 2495.756713 = -170333.368842
  nChanged 3
		SP:Iteration 21Q (73086.110000 sec): 3 clusters
  Score: Raw -172830.632155 + Penalty 2495.756713 = -170334.875442
  nChanged 3
		SP:Iteration 22Q (73086.290000 sec): 3 clusters
  Score: Raw -172832.506921 + Penalty 2495.756713 = -170336.750207
  nChanged 1
		SP:Iteration 23Q (73086.460000 sec): 3 clusters
  Score: Raw -172832.966918 + Penalty 2495.756713 = -170337.210205
  nChanged 1
		SP:Iteration 24Q (73086.640000 sec): 3 clusters
  Score: Raw -172833.148028 + Penalty 2495.756713 = -170337.391314
  nChanged 0
		SP:Iteration 25F (73086.820000 sec): 3 clusters
  Score: Raw -172833.148028 + Penalty 2495.756713 = -170337.391314
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 88 (3334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73086.890000 sec): 2 clusters
  Score: Raw -265379.406520 + Penalty 1318.188310 = -264061.218210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73087.060000 sec): 3 clusters
  Score: Raw -263814.268099 + Penalty 2636.376621 = -261177.891479
  nChanged 1277
		SP:Iteration 1F (73087.240000 sec): 3 clusters
  Score: Raw -264784.665678 + Penalty 2636.376621 = -262148.289057
  nChanged 327
		SP:Iteration 2F (73087.420000 sec): 3 clusters
  Score: Raw -265096.190363 + Penalty 2636.376621 = -262459.813742
  nChanged 235
		SP:Iteration 3F (73087.590000 sec): 3 clusters
  Score: Raw -265297.872292 + Penalty 2636.376621 = -262661.495671
  nChanged 196
		SP:Iteration 4F (73087.770000 sec): 3 clusters
  Score: Raw -265441.545021 + Penalty 2636.376621 = -262805.168400
  nChanged 132
		SP:Iteration 5Q (73087.940000 sec): 3 clusters
  Score: Raw -265524.003560 + Penalty 2636.376621 = -262887.626939
  nChanged 96
		SP:Iteration 6Q (73088.120000 sec): 3 clusters
  Score: Raw -265574.157345 + Penalty 2636.376621 = -262937.780724
  nChanged 60
		SP:Iteration 7Q (73088.300000 sec): 3 clusters
  Score: Raw -265603.782093 + Penalty 2636.376621 = -262967.405473
  nChanged 52
		SP:Iteration 8Q (73088.470000 sec): 3 clusters
  Score: Raw -265629.748113 + Penalty 2636.376621 = -262993.371492
  nChanged 41
		SP:Iteration 9Q (73088.650000 sec): 3 clusters
  Score: Raw -265643.832494 + Penalty 2636.376621 = -263007.455873
  nChanged 27
		SP:Iteration 10Q (73088.820000 sec): 3 clusters
  Score: Raw -265654.713316 + Penalty 2636.376621 = -263018.336696
  nChanged 25
		SP:Iteration 11Q (73089.000000 sec): 3 clusters
  Score: Raw -265663.093726 + Penalty 2636.376621 = -263026.717105
  nChanged 13
		SP:Iteration 12Q (73089.180000 sec): 3 clusters
  Score: Raw -265667.007083 + Penalty 2636.376621 = -263030.630462
  nChanged 12
		SP:Iteration 13Q (73089.350000 sec): 3 clusters
  Score: Raw -265670.694598 + Penalty 2636.376621 = -263034.317977
  nChanged 7
		SP:Iteration 14Q (73089.530000 sec): 3 clusters
  Score: Raw -265672.459322 + Penalty 2636.376621 = -263036.082702
  nChanged 4
		SP:Iteration 15Q (73089.700000 sec): 3 clusters
  Score: Raw -265673.830658 + Penalty 2636.376621 = -263037.454038
  nChanged 4
		SP:Iteration 16Q (73089.880000 sec): 3 clusters
  Score: Raw -265674.587828 + Penalty 2636.376621 = -263038.211207
  nChanged 0
		SP:Iteration 17F (73090.060000 sec): 3 clusters
  Score: Raw -265674.587828 + Penalty 2636.376621 = -263038.211207
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 89 (5818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73090.140000 sec): 2 clusters
  Score: Raw -486298.359346 + Penalty 1408.665674 = -484889.693673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73090.350000 sec): 3 clusters
  Score: Raw -483200.910316 + Penalty 2817.331348 = -480383.578968
  nChanged 2388
		SP:Iteration 1F (73090.520000 sec): 3 clusters
  Score: Raw -484604.279199 + Penalty 2817.331348 = -481786.947851
  nChanged 503
		SP:Iteration 2F (73090.690000 sec): 3 clusters
  Score: Raw -484937.923168 + Penalty 2817.331348 = -482120.591820
  nChanged 413
		SP:Iteration 3F (73090.860000 sec): 3 clusters
  Score: Raw -485223.139893 + Penalty 2817.331348 = -482405.808545
  nChanged 342
		SP:Iteration 4F (73091.030000 sec): 3 clusters
  Score: Raw -485442.201004 + Penalty 2817.331348 = -482624.869656
  nChanged 270
		SP:Iteration 5Q (73091.200000 sec): 3 clusters
  Score: Raw -485599.142167 + Penalty 2817.331348 = -482781.810819
  nChanged 254
		SP:Iteration 6Q (73091.360000 sec): 3 clusters
  Score: Raw -485752.095775 + Penalty 2817.331348 = -482934.764427
  nChanged 206
		SP:Iteration 7Q (73091.580000 sec): 3 clusters
  Score: Raw -485871.082164 + Penalty 2817.331348 = -483053.750816
  nChanged 193
		SP:Iteration 8Q (73091.750000 sec): 3 clusters
  Score: Raw -485999.685124 + Penalty 2817.331348 = -483182.353776
  nChanged 171
		SP:Iteration 9Q (73091.920000 sec): 3 clusters
  Score: Raw -486099.425561 + Penalty 2817.331348 = -483282.094213
  nChanged 129
		SP:Iteration 10Q (73092.080000 sec): 3 clusters
  Score: Raw -486181.314597 + Penalty 2817.331348 = -483363.983249
  nChanged 115
		SP:Iteration 11Q (73092.260000 sec): 3 clusters
  Score: Raw -486257.760791 + Penalty 2817.331348 = -483440.429443
  nChanged 92
		SP:Iteration 12Q (73092.420000 sec): 3 clusters
  Score: Raw -486318.369757 + Penalty 2817.331348 = -483501.038409
  nChanged 99
		SP:Iteration 13Q (73092.590000 sec): 3 clusters
  Score: Raw -486384.596824 + Penalty 2817.331348 = -483567.265476
  nChanged 99
		SP:Iteration 14Q (73092.760000 sec): 3 clusters
  Score: Raw -486450.646481 + Penalty 2817.331348 = -483633.315133
  nChanged 81
		SP:Iteration 15Q (73092.970000 sec): 3 clusters
  Score: Raw -486504.080203 + Penalty 2817.331348 = -483686.748855
  nChanged 80
		SP:Iteration 16Q (73093.140000 sec): 3 clusters
  Score: Raw -486547.145352 + Penalty 2817.331348 = -483729.814004
  nChanged 58
		SP:Iteration 17Q (73093.310000 sec): 3 clusters
  Score: Raw -486572.577416 + Penalty 2817.331348 = -483755.246069
  nChanged 36
		SP:Iteration 18Q (73093.480000 sec): 3 clusters
  Score: Raw -486587.738654 + Penalty 2817.331348 = -483770.407306
  nChanged 29
		SP:Iteration 19Q (73093.690000 sec): 3 clusters
  Score: Raw -486600.337336 + Penalty 2817.331348 = -483783.005989
  nChanged 39
		SP:Iteration 20F (73093.860000 sec): 3 clusters
  Score: Raw -486619.666479 + Penalty 2817.331348 = -483802.335131
  nChanged 36
		SP:Iteration 21Q (73094.010000 sec): 3 clusters
  Score: Raw -486637.925974 + Penalty 2817.331348 = -483820.594627
  nChanged 36
		SP:Iteration 22Q (73094.110000 sec): 3 clusters
  Score: Raw -486655.139007 + Penalty 2817.331348 = -483837.807660
  nChanged 27
		SP:Iteration 23Q (73094.200000 sec): 3 clusters
  Score: Raw -486667.626635 + Penalty 2817.331348 = -483850.295287
  nChanged 28
		SP:Iteration 24Q (73094.370000 sec): 3 clusters
  Score: Raw -486680.563565 + Penalty 2817.331348 = -483863.232217
  nChanged 23
		SP:Iteration 25Q (73094.540000 sec): 3 clusters
  Score: Raw -486690.055492 + Penalty 2817.331348 = -483872.724144
  nChanged 26
		SP:Iteration 26Q (73094.710000 sec): 3 clusters
  Score: Raw -486701.609040 + Penalty 2817.331348 = -483884.277693
  nChanged 31
		SP:Iteration 27Q (73094.880000 sec): 3 clusters
  Score: Raw -486716.710653 + Penalty 2817.331348 = -483899.379306
  nChanged 33
		SP:Iteration 28Q (73095.050000 sec): 3 clusters
  Score: Raw -486732.718157 + Penalty 2817.331348 = -483915.386810
  nChanged 28
		SP:Iteration 29Q (73095.220000 sec): 3 clusters
  Score: Raw -486748.283253 + Penalty 2817.331348 = -483930.951906
  nChanged 28
		SP:Iteration 30Q (73095.380000 sec): 3 clusters
  Score: Raw -486761.499974 + Penalty 2817.331348 = -483944.168626
  nChanged 26
		SP:Iteration 31Q (73095.530000 sec): 3 clusters
  Score: Raw -486775.624246 + Penalty 2817.331348 = -483958.292898
  nChanged 23
		SP:Iteration 32Q (73095.630000 sec): 3 clusters
  Score: Raw -486789.945571 + Penalty 2817.331348 = -483972.614223
  nChanged 22
		SP:Iteration 33Q (73095.720000 sec): 3 clusters
  Score: Raw -486801.464831 + Penalty 2817.331348 = -483984.133483
  nChanged 26
		SP:Iteration 34Q (73095.890000 sec): 3 clusters
  Score: Raw -486815.839670 + Penalty 2817.331348 = -483998.508322
  nChanged 18
		SP:Iteration 35Q (73096.060000 sec): 3 clusters
  Score: Raw -486824.058467 + Penalty 2817.331348 = -484006.727120
  nChanged 11
		SP:Iteration 36Q (73096.230000 sec): 3 clusters
  Score: Raw -486829.979881 + Penalty 2817.331348 = -484012.648533
  nChanged 7
		SP:Iteration 37Q (73096.400000 sec): 3 clusters
  Score: Raw -486833.716169 + Penalty 2817.331348 = -484016.384821
  nChanged 13
		SP:Iteration 38Q (73096.570000 sec): 3 clusters
  Score: Raw -486840.162086 + Penalty 2817.331348 = -484022.830738
  nChanged 11
		SP:Iteration 39Q (73096.740000 sec): 3 clusters
  Score: Raw -486845.584563 + Penalty 2817.331348 = -484028.253215
  nChanged 10
		SP:Iteration 40F (73096.900000 sec): 3 clusters
  Score: Raw -486849.617196 + Penalty 2817.331348 = -484032.285848
  nChanged 4
		SP:Iteration 41Q (73097.080000 sec): 3 clusters
  Score: Raw -486850.998402 + Penalty 2817.331348 = -484033.667054
  nChanged 6
		SP:Iteration 42Q (73097.240000 sec): 3 clusters
  Score: Raw -486853.543183 + Penalty 2817.331348 = -484036.211835
  nChanged 1
		SP:Iteration 43Q (73097.410000 sec): 3 clusters
  Score: Raw -486853.975889 + Penalty 2817.331348 = -484036.644541
  nChanged 3
		SP:Iteration 44Q (73097.580000 sec): 3 clusters
  Score: Raw -486855.561495 + Penalty 2817.331348 = -484038.230147
  nChanged 6
		SP:Iteration 45Q (73097.750000 sec): 3 clusters
  Score: Raw -486859.888358 + Penalty 2817.331348 = -484042.557010
  nChanged 9
		SP:Iteration 46Q (73097.920000 sec): 3 clusters
  Score: Raw -486863.124456 + Penalty 2817.331348 = -484045.793108
  nChanged 2
		SP:Iteration 47Q (73098.090000 sec): 3 clusters
  Score: Raw -486864.134243 + Penalty 2817.331348 = -484046.802896
  nChanged 3
		SP:Iteration 48Q (73098.260000 sec): 3 clusters
  Score: Raw -486865.574011 + Penalty 2817.331348 = -484048.242663
  nChanged 3
		SP:Iteration 49Q (73098.420000 sec): 3 clusters
  Score: Raw -486867.195789 + Penalty 2817.331348 = -484049.864441
  nChanged 2
		SP:Iteration 50Q (73098.590000 sec): 3 clusters
  Score: Raw -486867.505685 + Penalty 2817.331348 = -484050.174338
  nChanged 0
		SP:Iteration 51F (73098.760000 sec): 3 clusters
  Score: Raw -486867.505685 + Penalty 2817.331348 = -484050.174338
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 90 (5149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73098.880000 sec): 2 clusters
  Score: Raw -435934.111952 + Penalty 1388.815643 = -434545.296310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73099.070000 sec): 3 clusters
  Score: Raw -433266.659281 + Penalty 2777.631285 = -430489.027996
  nChanged 2111
		SP:Iteration 1F (73099.240000 sec): 3 clusters
  Score: Raw -434557.560985 + Penalty 2777.631285 = -431779.929700
  nChanged 442
		SP:Iteration 2F (73099.420000 sec): 3 clusters
  Score: Raw -434882.193241 + Penalty 2777.631285 = -432104.561956
  nChanged 361
		SP:Iteration 3F (73099.590000 sec): 3 clusters
  Score: Raw -435163.150936 + Penalty 2777.631285 = -432385.519651
  nChanged 309
		SP:Iteration 4F (73099.760000 sec): 3 clusters
  Score: Raw -435436.353289 + Penalty 2777.631285 = -432658.722004
  nChanged 302
		SP:Iteration 5F (73099.940000 sec): 3 clusters
  Score: Raw -435687.048106 + Penalty 2777.631285 = -432909.416821
  nChanged 236
		SP:Iteration 6Q (73100.110000 sec): 3 clusters
  Score: Raw -435870.723724 + Penalty 2777.631285 = -433093.092439
  nChanged 208
		SP:Iteration 7Q (73100.290000 sec): 3 clusters
  Score: Raw -436027.200197 + Penalty 2777.631285 = -433249.568912
  nChanged 169
		SP:Iteration 8Q (73100.460000 sec): 3 clusters
  Score: Raw -436131.623172 + Penalty 2777.631285 = -433353.991887
  nChanged 113
		SP:Iteration 9Q (73100.640000 sec): 3 clusters
  Score: Raw -436189.957142 + Penalty 2777.631285 = -433412.325857
  nChanged 82
		SP:Iteration 10Q (73100.810000 sec): 3 clusters
  Score: Raw -436222.267884 + Penalty 2777.631285 = -433444.636599
  nChanged 53
		SP:Iteration 11Q (73100.980000 sec): 3 clusters
  Score: Raw -436240.711318 + Penalty 2777.631285 = -433463.080033
  nChanged 42
		SP:Iteration 12Q (73101.160000 sec): 3 clusters
  Score: Raw -436255.305993 + Penalty 2777.631285 = -433477.674708
  nChanged 34
		SP:Iteration 13Q (73101.330000 sec): 3 clusters
  Score: Raw -436266.526175 + Penalty 2777.631285 = -433488.894890
  nChanged 23
		SP:Iteration 14Q (73101.500000 sec): 3 clusters
  Score: Raw -436274.743575 + Penalty 2777.631285 = -433497.112290
  nChanged 25
		SP:Iteration 15Q (73101.680000 sec): 3 clusters
  Score: Raw -436283.666102 + Penalty 2777.631285 = -433506.034817
  nChanged 27
		SP:Iteration 16Q (73101.860000 sec): 3 clusters
  Score: Raw -436294.648273 + Penalty 2777.631285 = -433517.016988
  nChanged 27
		SP:Iteration 17Q (73102.030000 sec): 3 clusters
  Score: Raw -436301.662500 + Penalty 2777.631285 = -433524.031215
  nChanged 18
		SP:Iteration 18Q (73102.200000 sec): 3 clusters
  Score: Raw -436306.766328 + Penalty 2777.631285 = -433529.135043
  nChanged 13
		SP:Iteration 19Q (73102.420000 sec): 3 clusters
  Score: Raw -436309.368164 + Penalty 2777.631285 = -433531.736879
  nChanged 9
		SP:Iteration 20F (73102.590000 sec): 3 clusters
  Score: Raw -436310.735832 + Penalty 2777.631285 = -433533.104547
  nChanged 5
		SP:Iteration 21Q (73102.770000 sec): 3 clusters
  Score: Raw -436311.753188 + Penalty 2777.631285 = -433534.121903
  nChanged 4
		SP:Iteration 22Q (73102.940000 sec): 3 clusters
  Score: Raw -436312.151390 + Penalty 2777.631285 = -433534.520105
  nChanged 0
		SP:Iteration 23F (73103.110000 sec): 3 clusters
  Score: Raw -436312.151390 + Penalty 2777.631285 = -433534.520105
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 91 (3659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73103.180000 sec): 2 clusters
  Score: Raw -308755.946882 + Penalty 1333.303589 = -307422.643293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73103.260000 sec): 3 clusters
  Score: Raw -306988.897690 + Penalty 2666.607179 = -304322.290511
  nChanged 1413
		SP:Iteration 1F (73103.330000 sec): 3 clusters
  Score: Raw -307913.305450 + Penalty 2666.607179 = -305246.698271
  nChanged 341
		SP:Iteration 2F (73103.410000 sec): 3 clusters
  Score: Raw -308289.115929 + Penalty 2666.607179 = -305622.508750
  nChanged 321
		SP:Iteration 3F (73103.480000 sec): 3 clusters
  Score: Raw -308629.727030 + Penalty 2666.607179 = -305963.119851
  nChanged 270
		SP:Iteration 4F (73103.560000 sec): 3 clusters
  Score: Raw -308905.118162 + Penalty 2666.607179 = -306238.510983
  nChanged 210
		SP:Iteration 5F (73103.640000 sec): 3 clusters
  Score: Raw -309092.079692 + Penalty 2666.607179 = -306425.472514
  nChanged 141
		SP:Iteration 6Q (73103.710000 sec): 3 clusters
  Score: Raw -309186.629557 + Penalty 2666.607179 = -306520.022378
  nChanged 114
		SP:Iteration 7Q (73103.790000 sec): 3 clusters
  Score: Raw -309260.154838 + Penalty 2666.607179 = -306593.547660
  nChanged 72
		SP:Iteration 8Q (73103.860000 sec): 3 clusters
  Score: Raw -309294.398970 + Penalty 2666.607179 = -306627.791791
  nChanged 45
		SP:Iteration 9Q (73103.940000 sec): 3 clusters
  Score: Raw -309312.445780 + Penalty 2666.607179 = -306645.838601
  nChanged 31
		SP:Iteration 10Q (73104.020000 sec): 3 clusters
  Score: Raw -309326.062311 + Penalty 2666.607179 = -306659.455133
  nChanged 34
		SP:Iteration 11Q (73104.090000 sec): 3 clusters
  Score: Raw -309344.641973 + Penalty 2666.607179 = -306678.034794
  nChanged 34
		SP:Iteration 12Q (73104.170000 sec): 3 clusters
  Score: Raw -309362.014833 + Penalty 2666.607179 = -306695.407655
  nChanged 30
		SP:Iteration 13Q (73104.240000 sec): 3 clusters
  Score: Raw -309375.341188 + Penalty 2666.607179 = -306708.734009
  nChanged 20
		SP:Iteration 14Q (73104.320000 sec): 3 clusters
  Score: Raw -309383.125292 + Penalty 2666.607179 = -306716.518114
  nChanged 13
		SP:Iteration 15Q (73104.400000 sec): 3 clusters
  Score: Raw -309389.014420 + Penalty 2666.607179 = -306722.407242
  nChanged 17
		SP:Iteration 16Q (73104.470000 sec): 3 clusters
  Score: Raw -309396.037330 + Penalty 2666.607179 = -306729.430151
  nChanged 10
		SP:Iteration 17Q (73104.550000 sec): 3 clusters
  Score: Raw -309400.954856 + Penalty 2666.607179 = -306734.347677
  nChanged 15
		SP:Iteration 18Q (73104.620000 sec): 3 clusters
  Score: Raw -309405.936655 + Penalty 2666.607179 = -306739.329477
  nChanged 5
		SP:Iteration 19Q (73104.700000 sec): 3 clusters
  Score: Raw -309407.757997 + Penalty 2666.607179 = -306741.150818
  nChanged 5
		SP:Iteration 20F (73104.780000 sec): 3 clusters
  Score: Raw -309408.785057 + Penalty 2666.607179 = -306742.177878
  nChanged 3
		SP:Iteration 21Q (73104.850000 sec): 3 clusters
  Score: Raw -309409.996578 + Penalty 2666.607179 = -306743.389399
  nChanged 2
		SP:Iteration 22Q (73104.930000 sec): 3 clusters
  Score: Raw -309410.770177 + Penalty 2666.607179 = -306744.162999
  nChanged 2
		SP:Iteration 23Q (73105.000000 sec): 3 clusters
  Score: Raw -309411.105023 + Penalty 2666.607179 = -306744.497844
  nChanged 0
		SP:Iteration 24F (73105.080000 sec): 3 clusters
  Score: Raw -309411.105023 + Penalty 2666.607179 = -306744.497844
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 92 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73105.150000 sec): 2 clusters
  Score: Raw -313756.109654 + Penalty 1311.725238 = -312444.384416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73105.210000 sec): 3 clusters
  Score: Raw -312250.323679 + Penalty 2623.450475 = -309626.873203
  nChanged 1193
		SP:Iteration 1F (73105.270000 sec): 3 clusters
  Score: Raw -312945.196205 + Penalty 2623.450475 = -310321.745730
  nChanged 253
		SP:Iteration 2F (73105.330000 sec): 3 clusters
  Score: Raw -313116.315534 + Penalty 2623.450475 = -310492.865059
  nChanged 187
		SP:Iteration 3F (73105.390000 sec): 3 clusters
  Score: Raw -313240.104521 + Penalty 2623.450475 = -310616.654046
  nChanged 154
		SP:Iteration 4Q (73105.460000 sec): 3 clusters
  Score: Raw -313353.277310 + Penalty 2623.450475 = -310729.826835
  nChanged 169
		SP:Iteration 5F (73105.520000 sec): 3 clusters
  Score: Raw -313485.946409 + Penalty 2623.450475 = -310862.495934
  nChanged 164
		SP:Iteration 6F (73105.580000 sec): 3 clusters
  Score: Raw -313609.261698 + Penalty 2623.450475 = -310985.811223
  nChanged 120
		SP:Iteration 7Q (73105.650000 sec): 3 clusters
  Score: Raw -313693.018446 + Penalty 2623.450475 = -311069.567970
  nChanged 92
		SP:Iteration 8Q (73105.720000 sec): 3 clusters
  Score: Raw -313752.894428 + Penalty 2623.450475 = -311129.443953
  nChanged 71
		SP:Iteration 9Q (73105.780000 sec): 3 clusters
  Score: Raw -313793.746203 + Penalty 2623.450475 = -311170.295728
  nChanged 60
		SP:Iteration 10Q (73105.850000 sec): 3 clusters
  Score: Raw -313829.371235 + Penalty 2623.450475 = -311205.920760
  nChanged 43
		SP:Iteration 11Q (73105.920000 sec): 3 clusters
  Score: Raw -313854.274011 + Penalty 2623.450475 = -311230.823535
  nChanged 34
		SP:Iteration 12Q (73105.980000 sec): 3 clusters
  Score: Raw -313871.389968 + Penalty 2623.450475 = -311247.939493
  nChanged 21
		SP:Iteration 13Q (73106.050000 sec): 3 clusters
  Score: Raw -313881.692738 + Penalty 2623.450475 = -311258.242262
  nChanged 19
		SP:Iteration 14Q (73106.120000 sec): 3 clusters
  Score: Raw -313889.601452 + Penalty 2623.450475 = -311266.150977
  nChanged 12
		SP:Iteration 15Q (73106.180000 sec): 3 clusters
  Score: Raw -313896.216751 + Penalty 2623.450475 = -311272.766275
  nChanged 16
		SP:Iteration 16Q (73106.250000 sec): 3 clusters
  Score: Raw -313904.385425 + Penalty 2623.450475 = -311280.934950
  nChanged 18
		SP:Iteration 17Q (73106.320000 sec): 3 clusters
  Score: Raw -313914.575023 + Penalty 2623.450475 = -311291.124548
  nChanged 25
		SP:Iteration 18Q (73106.380000 sec): 3 clusters
  Score: Raw -313926.638986 + Penalty 2623.450475 = -311303.188511
  nChanged 13
		SP:Iteration 19Q (73106.450000 sec): 3 clusters
  Score: Raw -313931.470318 + Penalty 2623.450475 = -311308.019843
  nChanged 4
		SP:Iteration 20F (73106.510000 sec): 3 clusters
  Score: Raw -313933.273398 + Penalty 2623.450475 = -311309.822922
  nChanged 5
		SP:Iteration 21Q (73106.580000 sec): 3 clusters
  Score: Raw -313935.332449 + Penalty 2623.450475 = -311311.881974
  nChanged 7
		SP:Iteration 22Q (73106.650000 sec): 3 clusters
  Score: Raw -313937.467719 + Penalty 2623.450475 = -311314.017244
  nChanged 3
		SP:Iteration 23Q (73106.710000 sec): 3 clusters
  Score: Raw -313939.401561 + Penalty 2623.450475 = -311315.951086
  nChanged 5
		SP:Iteration 24Q (73106.780000 sec): 3 clusters
  Score: Raw -313940.986334 + Penalty 2623.450475 = -311317.535859
  nChanged 3
		SP:Iteration 25Q (73106.850000 sec): 3 clusters
  Score: Raw -313942.771300 + Penalty 2623.450475 = -311319.320825
  nChanged 5
		SP:Iteration 26Q (73106.910000 sec): 3 clusters
  Score: Raw -313945.625003 + Penalty 2623.450475 = -311322.174528
  nChanged 1
		SP:Iteration 27Q (73106.980000 sec): 3 clusters
  Score: Raw -313946.111519 + Penalty 2623.450475 = -311322.661044
  nChanged 2
		SP:Iteration 28Q (73107.050000 sec): 3 clusters
  Score: Raw -313946.876836 + Penalty 2623.450475 = -311323.426361
  nChanged 1
		SP:Iteration 29Q (73107.120000 sec): 3 clusters
  Score: Raw -313947.246641 + Penalty 2623.450475 = -311323.796166
  nChanged 0
		SP:Iteration 30F (73107.180000 sec): 3 clusters
  Score: Raw -313947.246641 + Penalty 2623.450475 = -311323.796166
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 93 (4205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73107.250000 sec): 2 clusters
  Score: Raw -344471.827676 + Penalty 1355.904806 = -343115.922871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73107.340000 sec): 3 clusters
  Score: Raw -342386.411176 + Penalty 2711.809611 = -339674.601565
  nChanged 1664
		SP:Iteration 1F (73107.420000 sec): 3 clusters
  Score: Raw -343484.025846 + Penalty 2711.809611 = -340772.216235
  nChanged 357
		SP:Iteration 2F (73107.500000 sec): 3 clusters
  Score: Raw -343752.898319 + Penalty 2711.809611 = -341041.088708
  nChanged 283
		SP:Iteration 3F (73107.580000 sec): 3 clusters
  Score: Raw -343968.777647 + Penalty 2711.809611 = -341256.968036
  nChanged 227
		SP:Iteration 4F (73107.670000 sec): 3 clusters
  Score: Raw -344145.550323 + Penalty 2711.809611 = -341433.740712
  nChanged 205
		SP:Iteration 5Q (73107.750000 sec): 3 clusters
  Score: Raw -344286.012204 + Penalty 2711.809611 = -341574.202593
  nChanged 186
		SP:Iteration 6Q (73107.830000 sec): 3 clusters
  Score: Raw -344411.818306 + Penalty 2711.809611 = -341700.008694
  nChanged 140
		SP:Iteration 7Q (73107.920000 sec): 3 clusters
  Score: Raw -344511.739878 + Penalty 2711.809611 = -341799.930267
  nChanged 135
		SP:Iteration 8Q (73108.000000 sec): 3 clusters
  Score: Raw -344603.958903 + Penalty 2711.809611 = -341892.149292
  nChanged 136
		SP:Iteration 9Q (73108.080000 sec): 3 clusters
  Score: Raw -344686.937387 + Penalty 2711.809611 = -341975.127776
  nChanged 109
		SP:Iteration 10Q (73108.170000 sec): 3 clusters
  Score: Raw -344747.687805 + Penalty 2711.809611 = -342035.878194
  nChanged 92
		SP:Iteration 11Q (73108.240000 sec): 3 clusters
  Score: Raw -344796.537449 + Penalty 2711.809611 = -342084.727838
  nChanged 84
		SP:Iteration 12Q (73108.320000 sec): 3 clusters
  Score: Raw -344839.306046 + Penalty 2711.809611 = -342127.496435
  nChanged 64
		SP:Iteration 13Q (73108.400000 sec): 3 clusters
  Score: Raw -344864.564055 + Penalty 2711.809611 = -342152.754444
  nChanged 54
		SP:Iteration 14Q (73108.480000 sec): 3 clusters
  Score: Raw -344891.504497 + Penalty 2711.809611 = -342179.694886
  nChanged 41
		SP:Iteration 15Q (73108.560000 sec): 3 clusters
  Score: Raw -344906.679499 + Penalty 2711.809611 = -342194.869888
  nChanged 28
		SP:Iteration 16Q (73108.640000 sec): 3 clusters
  Score: Raw -344917.468630 + Penalty 2711.809611 = -342205.659019
  nChanged 22
		SP:Iteration 17Q (73108.720000 sec): 3 clusters
  Score: Raw -344925.741175 + Penalty 2711.809611 = -342213.931564
  nChanged 24
		SP:Iteration 18Q (73108.800000 sec): 3 clusters
  Score: Raw -344935.463276 + Penalty 2711.809611 = -342223.653665
  nChanged 24
		SP:Iteration 19Q (73108.970000 sec): 3 clusters
  Score: Raw -344943.733931 + Penalty 2711.809611 = -342231.924320
  nChanged 18
		SP:Iteration 20F (73109.060000 sec): 3 clusters
  Score: Raw -344948.273671 + Penalty 2711.809611 = -342236.464060
  nChanged 14
		SP:Iteration 21Q (73109.140000 sec): 3 clusters
  Score: Raw -344951.706108 + Penalty 2711.809611 = -342239.896497
  nChanged 15
		SP:Iteration 22Q (73109.230000 sec): 3 clusters
  Score: Raw -344956.874444 + Penalty 2711.809611 = -342245.064833
  nChanged 16
		SP:Iteration 23Q (73109.310000 sec): 3 clusters
  Score: Raw -344962.702683 + Penalty 2711.809611 = -342250.893072
  nChanged 12
		SP:Iteration 24Q (73109.390000 sec): 3 clusters
  Score: Raw -344966.670613 + Penalty 2711.809611 = -342254.861002
  nChanged 15
		SP:Iteration 25Q (73109.480000 sec): 3 clusters
  Score: Raw -344970.081084 + Penalty 2711.809611 = -342258.271473
  nChanged 6
		SP:Iteration 26Q (73109.560000 sec): 3 clusters
  Score: Raw -344971.591519 + Penalty 2711.809611 = -342259.781908
  nChanged 4
		SP:Iteration 27Q (73109.640000 sec): 3 clusters
  Score: Raw -344972.758854 + Penalty 2711.809611 = -342260.949243
  nChanged 4
		SP:Iteration 28Q (73109.730000 sec): 3 clusters
  Score: Raw -344973.313146 + Penalty 2711.809611 = -342261.503535
  nChanged 3
		SP:Iteration 29Q (73109.810000 sec): 3 clusters
  Score: Raw -344973.847835 + Penalty 2711.809611 = -342262.038224
  nChanged 4
		SP:Iteration 30Q (73109.900000 sec): 3 clusters
  Score: Raw -344974.920514 + Penalty 2711.809611 = -342263.110903
  nChanged 7
		SP:Iteration 31Q (73109.980000 sec): 3 clusters
  Score: Raw -344975.849665 + Penalty 2711.809611 = -342264.040054
  nChanged 2
		SP:Iteration 32Q (73110.060000 sec): 3 clusters
  Score: Raw -344976.217367 + Penalty 2711.809611 = -342264.407756
  nChanged 2
		SP:Iteration 33Q (73110.150000 sec): 3 clusters
  Score: Raw -344976.569911 + Penalty 2711.809611 = -342264.760300
  nChanged 5
		SP:Iteration 34Q (73110.230000 sec): 3 clusters
  Score: Raw -344977.824318 + Penalty 2711.809611 = -342266.014707
  nChanged 8
		SP:Iteration 35Q (73110.320000 sec): 3 clusters
  Score: Raw -344979.789157 + Penalty 2711.809611 = -342267.979546
  nChanged 7
		SP:Iteration 36Q (73110.400000 sec): 3 clusters
  Score: Raw -344981.474799 + Penalty 2711.809611 = -342269.665188
  nChanged 4
		SP:Iteration 37Q (73110.480000 sec): 3 clusters
  Score: Raw -344982.077254 + Penalty 2711.809611 = -342270.267643
  nChanged 4
		SP:Iteration 38Q (73110.560000 sec): 3 clusters
  Score: Raw -344982.545668 + Penalty 2711.809611 = -342270.736057
  nChanged 2
		SP:Iteration 39Q (73110.650000 sec): 3 clusters
  Score: Raw -344982.770958 + Penalty 2711.809611 = -342270.961347
  nChanged 1
		SP:Iteration 40F (73110.730000 sec): 3 clusters
  Score: Raw -344982.823048 + Penalty 2711.809611 = -342271.013437
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 94 (5878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73110.840000 sec): 2 clusters
  Score: Raw -485350.390419 + Penalty 1410.332925 = -483940.057494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73111.010000 sec): 3 clusters
  Score: Raw -482212.692187 + Penalty 2820.665850 = -479392.026336
  nChanged 2436
		SP:Iteration 1F (73111.180000 sec): 3 clusters
  Score: Raw -483840.598485 + Penalty 2820.665850 = -481019.932635
  nChanged 617
		SP:Iteration 2F (73111.350000 sec): 3 clusters
  Score: Raw -484410.867464 + Penalty 2820.665850 = -481590.201614
  nChanged 470
		SP:Iteration 3F (73111.520000 sec): 3 clusters
  Score: Raw -484782.472493 + Penalty 2820.665850 = -481961.806643
  nChanged 324
		SP:Iteration 4F (73111.690000 sec): 3 clusters
  Score: Raw -484995.648641 + Penalty 2820.665850 = -482174.982790
  nChanged 266
		SP:Iteration 5Q (73111.860000 sec): 3 clusters
  Score: Raw -485189.320287 + Penalty 2820.665850 = -482368.654437
  nChanged 236
		SP:Iteration 6Q (73112.020000 sec): 3 clusters
  Score: Raw -485358.286330 + Penalty 2820.665850 = -482537.620480
  nChanged 219
		SP:Iteration 7Q (73112.240000 sec): 3 clusters
  Score: Raw -485510.618064 + Penalty 2820.665850 = -482689.952214
  nChanged 203
		SP:Iteration 8Q (73112.400000 sec): 3 clusters
  Score: Raw -485626.745616 + Penalty 2820.665850 = -482806.079766
  nChanged 151
		SP:Iteration 9Q (73112.570000 sec): 3 clusters
  Score: Raw -485701.539454 + Penalty 2820.665850 = -482880.873604
  nChanged 131
		SP:Iteration 10Q (73112.740000 sec): 3 clusters
  Score: Raw -485763.812627 + Penalty 2820.665850 = -482943.146776
  nChanged 102
		SP:Iteration 11Q (73112.910000 sec): 3 clusters
  Score: Raw -485801.984388 + Penalty 2820.665850 = -482981.318538
  nChanged 77
		SP:Iteration 12Q (73113.080000 sec): 3 clusters
  Score: Raw -485821.439215 + Penalty 2820.665850 = -483000.773365
  nChanged 47
		SP:Iteration 13Q (73113.240000 sec): 3 clusters
  Score: Raw -485832.549600 + Penalty 2820.665850 = -483011.883750
  nChanged 30
		SP:Iteration 14Q (73113.410000 sec): 3 clusters
  Score: Raw -485839.227242 + Penalty 2820.665850 = -483018.561392
  nChanged 18
		SP:Iteration 15Q (73113.580000 sec): 3 clusters
  Score: Raw -485842.531623 + Penalty 2820.665850 = -483021.865773
  nChanged 15
		SP:Iteration 16Q (73113.790000 sec): 3 clusters
  Score: Raw -485845.237781 + Penalty 2820.665850 = -483024.571930
  nChanged 17
		SP:Iteration 17Q (73113.960000 sec): 3 clusters
  Score: Raw -485849.565175 + Penalty 2820.665850 = -483028.899325
  nChanged 16
		SP:Iteration 18Q (73114.130000 sec): 3 clusters
  Score: Raw -485852.695540 + Penalty 2820.665850 = -483032.029690
  nChanged 7
		SP:Iteration 19Q (73114.300000 sec): 3 clusters
  Score: Raw -485854.250031 + Penalty 2820.665850 = -483033.584181
  nChanged 7
		SP:Iteration 20F (73114.460000 sec): 3 clusters
  Score: Raw -485855.446553 + Penalty 2820.665850 = -483034.780703
  nChanged 4
		SP:Iteration 21Q (73114.630000 sec): 3 clusters
  Score: Raw -485855.955168 + Penalty 2820.665850 = -483035.289318
  nChanged 4
		SP:Iteration 22Q (73114.800000 sec): 3 clusters
  Score: Raw -485856.589430 + Penalty 2820.665850 = -483035.923580
  nChanged 3
		SP:Iteration 23Q (73115.010000 sec): 3 clusters
  Score: Raw -485857.025008 + Penalty 2820.665850 = -483036.359158
  nChanged 1
		SP:Iteration 24Q (73115.180000 sec): 3 clusters
  Score: Raw -485857.098402 + Penalty 2820.665850 = -483036.432551
  nChanged 0
		SP:Iteration 25F (73115.330000 sec): 3 clusters
  Score: Raw -485857.098402 + Penalty 2820.665850 = -483036.432551
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 95 (4289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73115.430000 sec): 2 clusters
  Score: Raw -323834.113967 + Penalty 1359.118944 = -322474.995024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73115.610000 sec): 3 clusters
  Score: Raw -321660.055297 + Penalty 2718.237887 = -318941.817410
  nChanged 1739
		SP:Iteration 1F (73115.780000 sec): 3 clusters
  Score: Raw -322748.307976 + Penalty 2718.237887 = -320030.070089
  nChanged 415
		SP:Iteration 2F (73115.960000 sec): 3 clusters
  Score: Raw -323076.432661 + Penalty 2718.237887 = -320358.194773
  nChanged 303
		SP:Iteration 3F (73116.060000 sec): 3 clusters
  Score: Raw -323334.735466 + Penalty 2718.237887 = -320616.497578
  nChanged 251
		SP:Iteration 4F (73116.150000 sec): 3 clusters
  Score: Raw -323570.091904 + Penalty 2718.237887 = -320851.854017
  nChanged 225
		SP:Iteration 5F (73116.240000 sec): 3 clusters
  Score: Raw -323745.386743 + Penalty 2718.237887 = -321027.148856
  nChanged 170
		SP:Iteration 6Q (73116.320000 sec): 3 clusters
  Score: Raw -323869.028177 + Penalty 2718.237887 = -321150.790290
  nChanged 152
		SP:Iteration 7Q (73116.400000 sec): 3 clusters
  Score: Raw -323964.365184 + Penalty 2718.237887 = -321246.127297
  nChanged 105
		SP:Iteration 8Q (73116.490000 sec): 3 clusters
  Score: Raw -324011.481904 + Penalty 2718.237887 = -321293.244017
  nChanged 72
		SP:Iteration 9Q (73116.570000 sec): 3 clusters
  Score: Raw -324038.859611 + Penalty 2718.237887 = -321320.621723
  nChanged 58
		SP:Iteration 10Q (73116.660000 sec): 3 clusters
  Score: Raw -324063.619507 + Penalty 2718.237887 = -321345.381620
  nChanged 51
		SP:Iteration 11Q (73116.740000 sec): 3 clusters
  Score: Raw -324087.779017 + Penalty 2718.237887 = -321369.541130
  nChanged 45
		SP:Iteration 12Q (73116.820000 sec): 3 clusters
  Score: Raw -324109.101912 + Penalty 2718.237887 = -321390.864025
  nChanged 41
		SP:Iteration 13Q (73116.910000 sec): 3 clusters
  Score: Raw -324122.674680 + Penalty 2718.237887 = -321404.436793
  nChanged 23
		SP:Iteration 14Q (73116.990000 sec): 3 clusters
  Score: Raw -324129.209641 + Penalty 2718.237887 = -321410.971754
  nChanged 20
		SP:Iteration 15Q (73117.080000 sec): 3 clusters
  Score: Raw -324135.952153 + Penalty 2718.237887 = -321417.714265
  nChanged 15
		SP:Iteration 16Q (73117.260000 sec): 3 clusters
  Score: Raw -324139.745853 + Penalty 2718.237887 = -321421.507965
  nChanged 10
		SP:Iteration 17Q (73117.440000 sec): 3 clusters
  Score: Raw -324141.508151 + Penalty 2718.237887 = -321423.270263
  nChanged 10
		SP:Iteration 18Q (73117.610000 sec): 3 clusters
  Score: Raw -324143.678866 + Penalty 2718.237887 = -321425.440978
  nChanged 9
		SP:Iteration 19Q (73117.790000 sec): 3 clusters
  Score: Raw -324145.601401 + Penalty 2718.237887 = -321427.363514
  nChanged 7
		SP:Iteration 20F (73117.960000 sec): 3 clusters
  Score: Raw -324147.621792 + Penalty 2718.237887 = -321429.383905
  nChanged 6
		SP:Iteration 21Q (73118.140000 sec): 3 clusters
  Score: Raw -324148.837289 + Penalty 2718.237887 = -321430.599401
  nChanged 2
		SP:Iteration 22Q (73118.360000 sec): 3 clusters
  Score: Raw -324149.463940 + Penalty 2718.237887 = -321431.226053
  nChanged 1
		SP:Iteration 23Q (73118.540000 sec): 3 clusters
  Score: Raw -324149.849169 + Penalty 2718.237887 = -321431.611282
  nChanged 1
		SP:Iteration 24Q (73118.710000 sec): 3 clusters
  Score: Raw -324150.547517 + Penalty 2718.237887 = -321432.309630
  nChanged 5
		SP:Iteration 25Q (73118.890000 sec): 3 clusters
  Score: Raw -324151.897567 + Penalty 2718.237887 = -321433.659679
  nChanged 4
		SP:Iteration 26Q (73119.060000 sec): 3 clusters
  Score: Raw -324152.695241 + Penalty 2718.237887 = -321434.457354
  nChanged 4
		SP:Iteration 27Q (73119.240000 sec): 3 clusters
  Score: Raw -324153.536407 + Penalty 2718.237887 = -321435.298519
  nChanged 3
		SP:Iteration 28Q (73119.420000 sec): 3 clusters
  Score: Raw -324155.025745 + Penalty 2718.237887 = -321436.787858
  nChanged 4
		SP:Iteration 29Q (73119.590000 sec): 3 clusters
  Score: Raw -324155.871966 + Penalty 2718.237887 = -321437.634079
  nChanged 4
		SP:Iteration 30Q (73119.760000 sec): 3 clusters
  Score: Raw -324156.623692 + Penalty 2718.237887 = -321438.385805
  nChanged 2
		SP:Iteration 31Q (73119.940000 sec): 3 clusters
  Score: Raw -324156.818755 + Penalty 2718.237887 = -321438.580867
  nChanged 2
		SP:Iteration 32Q (73120.120000 sec): 3 clusters
  Score: Raw -324157.515817 + Penalty 2718.237887 = -321439.277930
  nChanged 4
		SP:Iteration 33Q (73120.290000 sec): 3 clusters
  Score: Raw -324157.947690 + Penalty 2718.237887 = -321439.709803
  nChanged 1
		SP:Iteration 34Q (73120.470000 sec): 3 clusters
  Score: Raw -324158.002500 + Penalty 2718.237887 = -321439.764613
  nChanged 1
		SP:Iteration 35Q (73120.640000 sec): 3 clusters
  Score: Raw -324158.205620 + Penalty 2718.237887 = -321439.967733
  nChanged 1
		SP:Iteration 36Q (73120.820000 sec): 3 clusters
  Score: Raw -324158.352623 + Penalty 2718.237887 = -321440.114735
  nChanged 1
		SP:Iteration 37Q (73121.000000 sec): 3 clusters
  Score: Raw -324158.624247 + Penalty 2718.237887 = -321440.386360
  nChanged 1
		SP:Iteration 38Q (73121.170000 sec): 3 clusters
  Score: Raw -324158.735871 + Penalty 2718.237887 = -321440.497984
  nChanged 1
		SP:Iteration 39Q (73121.350000 sec): 3 clusters
  Score: Raw -324158.938940 + Penalty 2718.237887 = -321440.701052
  nChanged 0
		SP:Iteration 40F (73121.520000 sec): 3 clusters
  Score: Raw -324158.938940 + Penalty 2718.237887 = -321440.701052
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 96 (3238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73121.590000 sec): 2 clusters
  Score: Raw -192350.781748 + Penalty 1313.440559 = -191037.341189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73121.770000 sec): 3 clusters
  Score: Raw -190853.574847 + Penalty 2626.881119 = -188226.693729
  nChanged 1269
		SP:Iteration 1F (73121.940000 sec): 3 clusters
  Score: Raw -192074.520948 + Penalty 2626.881119 = -189447.639829
  nChanged 392
		SP:Iteration 2F (73122.120000 sec): 3 clusters
  Score: Raw -192527.001053 + Penalty 2626.881119 = -189900.119935
  nChanged 260
		SP:Iteration 3F (73122.300000 sec): 3 clusters
  Score: Raw -192782.925902 + Penalty 2626.881119 = -190156.044783
  nChanged 170
		SP:Iteration 4F (73122.470000 sec): 3 clusters
  Score: Raw -192912.177028 + Penalty 2626.881119 = -190285.295909
  nChanged 110
		SP:Iteration 5Q (73122.650000 sec): 3 clusters
  Score: Raw -192978.033485 + Penalty 2626.881119 = -190351.152366
  nChanged 63
		SP:Iteration 6Q (73122.820000 sec): 3 clusters
  Score: Raw -193013.421291 + Penalty 2626.881119 = -190386.540173
  nChanged 50
		SP:Iteration 7Q (73123.000000 sec): 3 clusters
  Score: Raw -193039.607263 + Penalty 2626.881119 = -190412.726145
  nChanged 32
		SP:Iteration 8Q (73123.180000 sec): 3 clusters
  Score: Raw -193056.429686 + Penalty 2626.881119 = -190429.548568
  nChanged 29
		SP:Iteration 9Q (73123.350000 sec): 3 clusters
  Score: Raw -193068.656770 + Penalty 2626.881119 = -190441.775651
  nChanged 32
		SP:Iteration 10Q (73123.530000 sec): 3 clusters
  Score: Raw -193083.312156 + Penalty 2626.881119 = -190456.431038
  nChanged 29
		SP:Iteration 11Q (73123.700000 sec): 3 clusters
  Score: Raw -193095.521675 + Penalty 2626.881119 = -190468.640557
  nChanged 19
		SP:Iteration 12Q (73123.880000 sec): 3 clusters
  Score: Raw -193104.489366 + Penalty 2626.881119 = -190477.608247
  nChanged 17
		SP:Iteration 13Q (73124.060000 sec): 3 clusters
  Score: Raw -193109.457860 + Penalty 2626.881119 = -190482.576742
  nChanged 16
		SP:Iteration 14Q (73124.230000 sec): 3 clusters
  Score: Raw -193114.717658 + Penalty 2626.881119 = -190487.836539
  nChanged 12
		SP:Iteration 15Q (73124.410000 sec): 3 clusters
  Score: Raw -193119.196165 + Penalty 2626.881119 = -190492.315046
  nChanged 6
		SP:Iteration 16Q (73124.470000 sec): 3 clusters
  Score: Raw -193120.851627 + Penalty 2626.881119 = -190493.970508
  nChanged 4
		SP:Iteration 17Q (73124.540000 sec): 3 clusters
  Score: Raw -193121.770832 + Penalty 2626.881119 = -190494.889713
  nChanged 5
		SP:Iteration 18Q (73124.680000 sec): 3 clusters
  Score: Raw -193123.892636 + Penalty 2626.881119 = -190497.011517
  nChanged 7
		SP:Iteration 19Q (73124.850000 sec): 3 clusters
  Score: Raw -193126.441214 + Penalty 2626.881119 = -190499.560096
  nChanged 2
		SP:Iteration 20F (73125.030000 sec): 3 clusters
  Score: Raw -193127.122940 + Penalty 2626.881119 = -190500.241822
  nChanged 3
		SP:Iteration 21Q (73125.200000 sec): 3 clusters
  Score: Raw -193127.856368 + Penalty 2626.881119 = -190500.975250
  nChanged 4
		SP:Iteration 22Q (73125.380000 sec): 3 clusters
  Score: Raw -193130.174995 + Penalty 2626.881119 = -190503.293876
  nChanged 8
		SP:Iteration 23Q (73125.560000 sec): 3 clusters
  Score: Raw -193135.072363 + Penalty 2626.881119 = -190508.191245
  nChanged 13
		SP:Iteration 24Q (73125.730000 sec): 3 clusters
  Score: Raw -193139.449084 + Penalty 2626.881119 = -190512.567965
  nChanged 8
		SP:Iteration 25Q (73125.910000 sec): 3 clusters
  Score: Raw -193143.965562 + Penalty 2626.881119 = -190517.084443
  nChanged 10
		SP:Iteration 26Q (73126.080000 sec): 3 clusters
  Score: Raw -193147.454712 + Penalty 2626.881119 = -190520.573593
  nChanged 8
		SP:Iteration 27Q (73126.230000 sec): 3 clusters
  Score: Raw -193150.549626 + Penalty 2626.881119 = -190523.668508
  nChanged 9
		SP:Iteration 28Q (73126.300000 sec): 3 clusters
  Score: Raw -193154.403200 + Penalty 2626.881119 = -190527.522081
  nChanged 7
		SP:Iteration 29Q (73126.360000 sec): 3 clusters
  Score: Raw -193156.788369 + Penalty 2626.881119 = -190529.907251
  nChanged 2
		SP:Iteration 30Q (73126.430000 sec): 3 clusters
  Score: Raw -193157.220750 + Penalty 2626.881119 = -190530.339631
  nChanged 3
		SP:Iteration 31Q (73126.500000 sec): 3 clusters
  Score: Raw -193157.672695 + Penalty 2626.881119 = -190530.791576
  nChanged 3
		SP:Iteration 32Q (73126.560000 sec): 3 clusters
  Score: Raw -193158.876980 + Penalty 2626.881119 = -190531.995861
  nChanged 0
		SP:Iteration 33F (73126.630000 sec): 3 clusters
  Score: Raw -193158.876980 + Penalty 2626.881119 = -190531.995861
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 97 (3181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73126.690000 sec): 2 clusters
  Score: Raw -280833.961953 + Penalty 1310.554520 = -279523.407433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73126.760000 sec): 3 clusters
  Score: Raw -279310.386551 + Penalty 2621.109040 = -276689.277511
  nChanged 1211
		SP:Iteration 1F (73126.820000 sec): 3 clusters
  Score: Raw -280019.496945 + Penalty 2621.109040 = -277398.387906
  nChanged 271
		SP:Iteration 2F (73126.880000 sec): 3 clusters
  Score: Raw -280234.829567 + Penalty 2621.109040 = -277613.720527
  nChanged 213
		SP:Iteration 3F (73126.940000 sec): 3 clusters
  Score: Raw -280394.251793 + Penalty 2621.109040 = -277773.142753
  nChanged 173
		SP:Iteration 4F (73127.000000 sec): 3 clusters
  Score: Raw -280509.095247 + Penalty 2621.109040 = -277887.986207
  nChanged 139
		SP:Iteration 5Q (73127.060000 sec): 3 clusters
  Score: Raw -280606.824397 + Penalty 2621.109040 = -277985.715357
  nChanged 110
		SP:Iteration 6Q (73127.120000 sec): 3 clusters
  Score: Raw -280698.660047 + Penalty 2621.109040 = -278077.551007
  nChanged 96
		SP:Iteration 7Q (73127.180000 sec): 3 clusters
  Score: Raw -280778.127040 + Penalty 2621.109040 = -278157.018000
  nChanged 93
		SP:Iteration 8Q (73127.240000 sec): 3 clusters
  Score: Raw -280852.194596 + Penalty 2621.109040 = -278231.085556
  nChanged 94
		SP:Iteration 9Q (73127.300000 sec): 3 clusters
  Score: Raw -280933.335634 + Penalty 2621.109040 = -278312.226594
  nChanged 80
		SP:Iteration 10Q (73127.360000 sec): 3 clusters
  Score: Raw -280996.145139 + Penalty 2621.109040 = -278375.036099
  nChanged 69
		SP:Iteration 11Q (73127.420000 sec): 3 clusters
  Score: Raw -281049.509891 + Penalty 2621.109040 = -278428.400852
  nChanged 70
		SP:Iteration 12Q (73127.480000 sec): 3 clusters
  Score: Raw -281093.247297 + Penalty 2621.109040 = -278472.138257
  nChanged 73
		SP:Iteration 13Q (73127.540000 sec): 3 clusters
  Score: Raw -281143.436776 + Penalty 2621.109040 = -278522.327736
  nChanged 72
		SP:Iteration 14Q (73127.600000 sec): 3 clusters
  Score: Raw -281192.996245 + Penalty 2621.109040 = -278571.887205
  nChanged 74
		SP:Iteration 15Q (73127.650000 sec): 3 clusters
  Score: Raw -281236.005505 + Penalty 2621.109040 = -278614.896465
  nChanged 59
		SP:Iteration 16Q (73127.710000 sec): 3 clusters
  Score: Raw -281269.867923 + Penalty 2621.109040 = -278648.758883
  nChanged 62
		SP:Iteration 17Q (73127.770000 sec): 3 clusters
  Score: Raw -281308.481640 + Penalty 2621.109040 = -278687.372600
  nChanged 70
		SP:Iteration 18Q (73127.830000 sec): 3 clusters
  Score: Raw -281357.133419 + Penalty 2621.109040 = -278736.024379
  nChanged 77
		SP:Iteration 19Q (73127.890000 sec): 3 clusters
  Score: Raw -281414.444793 + Penalty 2621.109040 = -278793.335753
  nChanged 72
		SP:Iteration 20F (73127.950000 sec): 3 clusters
  Score: Raw -281476.990599 + Penalty 2621.109040 = -278855.881559
  nChanged 68
		SP:Iteration 21Q (73128.010000 sec): 3 clusters
  Score: Raw -281547.434596 + Penalty 2621.109040 = -278926.325556
  nChanged 65
		SP:Iteration 22Q (73128.060000 sec): 3 clusters
  Score: Raw -281611.665756 + Penalty 2621.109040 = -278990.556717
  nChanged 59
		SP:Iteration 23Q (73128.120000 sec): 3 clusters
  Score: Raw -281664.792974 + Penalty 2621.109040 = -279043.683935
  nChanged 45
		SP:Iteration 24Q (73128.180000 sec): 3 clusters
  Score: Raw -281697.029743 + Penalty 2621.109040 = -279075.920704
  nChanged 36
		SP:Iteration 25Q (73128.240000 sec): 3 clusters
  Score: Raw -281716.088734 + Penalty 2621.109040 = -279094.979694
  nChanged 25
		SP:Iteration 26Q (73128.300000 sec): 3 clusters
  Score: Raw -281727.889656 + Penalty 2621.109040 = -279106.780616
  nChanged 23
		SP:Iteration 27Q (73128.400000 sec): 3 clusters
  Score: Raw -281739.070707 + Penalty 2621.109040 = -279117.961667
  nChanged 17
		SP:Iteration 28Q (73128.580000 sec): 3 clusters
  Score: Raw -281745.242038 + Penalty 2621.109040 = -279124.132998
  nChanged 13
		SP:Iteration 29Q (73128.750000 sec): 3 clusters
  Score: Raw -281748.630255 + Penalty 2621.109040 = -279127.521215
  nChanged 13
		SP:Iteration 30Q (73128.930000 sec): 3 clusters
  Score: Raw -281753.111179 + Penalty 2621.109040 = -279132.002139
  nChanged 6
		SP:Iteration 31Q (73129.100000 sec): 3 clusters
  Score: Raw -281755.378060 + Penalty 2621.109040 = -279134.269020
  nChanged 5
		SP:Iteration 32Q (73129.280000 sec): 3 clusters
  Score: Raw -281757.218438 + Penalty 2621.109040 = -279136.109398
  nChanged 5
		SP:Iteration 33Q (73129.460000 sec): 3 clusters
  Score: Raw -281759.309806 + Penalty 2621.109040 = -279138.200766
  nChanged 4
		SP:Iteration 34Q (73129.620000 sec): 3 clusters
  Score: Raw -281760.211481 + Penalty 2621.109040 = -279139.102441
  nChanged 1
		SP:Iteration 35Q (73129.800000 sec): 3 clusters
  Score: Raw -281760.838224 + Penalty 2621.109040 = -279139.729184
  nChanged 3
		SP:Iteration 36Q (73129.970000 sec): 3 clusters
  Score: Raw -281762.013927 + Penalty 2621.109040 = -279140.904887
  nChanged 4
		SP:Iteration 37Q (73130.150000 sec): 3 clusters
  Score: Raw -281763.535248 + Penalty 2621.109040 = -279142.426208
  nChanged 4
		SP:Iteration 38Q (73130.320000 sec): 3 clusters
  Score: Raw -281764.313548 + Penalty 2621.109040 = -279143.204508
  nChanged 1
		SP:Iteration 39Q (73130.500000 sec): 3 clusters
  Score: Raw -281764.568544 + Penalty 2621.109040 = -279143.459504
  nChanged 0
		SP:Iteration 40F (73130.680000 sec): 3 clusters
  Score: Raw -281764.568544 + Penalty 2621.109040 = -279143.459504
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 98 (1906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73130.810000 sec): 2 clusters
  Score: Raw -167397.144679 + Penalty 1227.323839 = -166169.820841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73130.970000 sec): 3 clusters
  Score: Raw -166592.678369 + Penalty 2454.647677 = -164138.030692
  nChanged 690
		SP:Iteration 1F (73131.140000 sec): 3 clusters
  Score: Raw -167063.584985 + Penalty 2454.647677 = -164608.937308
  nChanged 183
		SP:Iteration 2F (73131.310000 sec): 3 clusters
  Score: Raw -167231.858956 + Penalty 2454.647677 = -164777.211278
  nChanged 95
		SP:Iteration 3Q (73131.470000 sec): 3 clusters
  Score: Raw -167320.205779 + Penalty 2454.647677 = -164865.558101
  nChanged 88
		SP:Iteration 4Q (73131.640000 sec): 3 clusters
  Score: Raw -167399.866158 + Penalty 2454.647677 = -164945.218480
  nChanged 65
		SP:Iteration 5Q (73131.800000 sec): 3 clusters
  Score: Raw -167467.078371 + Penalty 2454.647677 = -165012.430693
  nChanged 54
		SP:Iteration 6Q (73131.960000 sec): 3 clusters
  Score: Raw -167533.998824 + Penalty 2454.647677 = -165079.351146
  nChanged 56
		SP:Iteration 7Q (73132.120000 sec): 3 clusters
  Score: Raw -167599.449991 + Penalty 2454.647677 = -165144.802314
  nChanged 53
		SP:Iteration 8Q (73132.290000 sec): 3 clusters
  Score: Raw -167637.996699 + Penalty 2454.647677 = -165183.349021
  nChanged 38
		SP:Iteration 9Q (73132.450000 sec): 3 clusters
  Score: Raw -167664.131648 + Penalty 2454.647677 = -165209.483971
  nChanged 23
		SP:Iteration 10Q (73132.570000 sec): 3 clusters
  Score: Raw -167678.895184 + Penalty 2454.647677 = -165224.247507
  nChanged 18
		SP:Iteration 11Q (73132.750000 sec): 3 clusters
  Score: Raw -167687.147659 + Penalty 2454.647677 = -165232.499982
  nChanged 11
		SP:Iteration 12Q (73132.920000 sec): 3 clusters
  Score: Raw -167693.014010 + Penalty 2454.647677 = -165238.366332
  nChanged 11
		SP:Iteration 13Q (73133.100000 sec): 3 clusters
  Score: Raw -167697.023896 + Penalty 2454.647677 = -165242.376218
  nChanged 7
		SP:Iteration 14Q (73133.280000 sec): 3 clusters
  Score: Raw -167700.183907 + Penalty 2454.647677 = -165245.536230
  nChanged 6
		SP:Iteration 15Q (73133.450000 sec): 3 clusters
  Score: Raw -167702.902814 + Penalty 2454.647677 = -165248.255137
  nChanged 5
		SP:Iteration 16Q (73133.630000 sec): 3 clusters
  Score: Raw -167705.210709 + Penalty 2454.647677 = -165250.563031
  nChanged 1
		SP:Iteration 17Q (73133.800000 sec): 3 clusters
  Score: Raw -167705.419298 + Penalty 2454.647677 = -165250.771621
  nChanged 2
		SP:Iteration 18Q (73133.980000 sec): 3 clusters
  Score: Raw -167706.411315 + Penalty 2454.647677 = -165251.763638
  nChanged 2
		SP:Iteration 19Q (73134.150000 sec): 3 clusters
  Score: Raw -167706.975641 + Penalty 2454.647677 = -165252.327964
  nChanged 1
		SP:Iteration 20F (73134.330000 sec): 3 clusters
  Score: Raw -167707.240703 + Penalty 2454.647677 = -165252.593026
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 99 (6394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73134.440000 sec): 2 clusters
  Score: Raw -557022.119654 + Penalty 1424.006241 = -555598.113413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73134.650000 sec): 3 clusters
  Score: Raw -553624.211768 + Penalty 2848.012482 = -550776.199285
  nChanged 2677
		SP:Iteration 1F (73134.860000 sec): 3 clusters
  Score: Raw -555228.973342 + Penalty 2848.012482 = -552380.960860
  nChanged 491
		SP:Iteration 2F (73135.060000 sec): 3 clusters
  Score: Raw -555562.206909 + Penalty 2848.012482 = -552714.194426
  nChanged 412
		SP:Iteration 3F (73135.270000 sec): 3 clusters
  Score: Raw -555890.423635 + Penalty 2848.012482 = -553042.411153
  nChanged 401
		SP:Iteration 4F (73135.480000 sec): 3 clusters
  Score: Raw -556237.321901 + Penalty 2848.012482 = -553389.309419
  nChanged 371
		SP:Iteration 5F (73135.690000 sec): 3 clusters
  Score: Raw -556600.382093 + Penalty 2848.012482 = -553752.369611
  nChanged 358
		SP:Iteration 6F (73135.900000 sec): 3 clusters
  Score: Raw -556940.991322 + Penalty 2848.012482 = -554092.978840
  nChanged 325
		SP:Iteration 7F (73136.090000 sec): 3 clusters
  Score: Raw -557234.134295 + Penalty 2848.012482 = -554386.121812
  nChanged 272
		SP:Iteration 8Q (73136.200000 sec): 3 clusters
  Score: Raw -557464.360527 + Penalty 2848.012482 = -554616.348045
  nChanged 211
		SP:Iteration 9Q (73136.320000 sec): 3 clusters
  Score: Raw -557608.895043 + Penalty 2848.012482 = -554760.882561
  nChanged 163
		SP:Iteration 10Q (73136.430000 sec): 3 clusters
  Score: Raw -557708.510244 + Penalty 2848.012482 = -554860.497762
  nChanged 135
		SP:Iteration 11Q (73136.540000 sec): 3 clusters
  Score: Raw -557788.553993 + Penalty 2848.012482 = -554940.541511
  nChanged 107
		SP:Iteration 12Q (73136.650000 sec): 3 clusters
  Score: Raw -557849.021550 + Penalty 2848.012482 = -555001.009068
  nChanged 88
		SP:Iteration 13Q (73136.770000 sec): 3 clusters
  Score: Raw -557884.709859 + Penalty 2848.012482 = -555036.697377
  nChanged 72
		SP:Iteration 14Q (73136.880000 sec): 3 clusters
  Score: Raw -557913.944246 + Penalty 2848.012482 = -555065.931764
  nChanged 64
		SP:Iteration 15Q (73136.980000 sec): 3 clusters
  Score: Raw -557939.214068 + Penalty 2848.012482 = -555091.201586
  nChanged 64
		SP:Iteration 16Q (73137.100000 sec): 3 clusters
  Score: Raw -557962.581587 + Penalty 2848.012482 = -555114.569105
  nChanged 49
		SP:Iteration 17Q (73137.210000 sec): 3 clusters
  Score: Raw -557981.855415 + Penalty 2848.012482 = -555133.842933
  nChanged 57
		SP:Iteration 18Q (73137.320000 sec): 3 clusters
  Score: Raw -558002.774356 + Penalty 2848.012482 = -555154.761874
  nChanged 46
		SP:Iteration 19Q (73137.430000 sec): 3 clusters
  Score: Raw -558022.110730 + Penalty 2848.012482 = -555174.098248
  nChanged 50
		SP:Iteration 20F (73137.540000 sec): 3 clusters
  Score: Raw -558039.684941 + Penalty 2848.012482 = -555191.672459
  nChanged 41
		SP:Iteration 21Q (73137.640000 sec): 3 clusters
  Score: Raw -558054.960219 + Penalty 2848.012482 = -555206.947737
  nChanged 40
		SP:Iteration 22Q (73137.750000 sec): 3 clusters
  Score: Raw -558068.235231 + Penalty 2848.012482 = -555220.222749
  nChanged 30
		SP:Iteration 23Q (73137.860000 sec): 3 clusters
  Score: Raw -558080.305888 + Penalty 2848.012482 = -555232.293406
  nChanged 29
		SP:Iteration 24Q (73137.970000 sec): 3 clusters
  Score: Raw -558088.866238 + Penalty 2848.012482 = -555240.853756
  nChanged 34
		SP:Iteration 25Q (73138.070000 sec): 3 clusters
  Score: Raw -558099.123147 + Penalty 2848.012482 = -555251.110665
  nChanged 23
		SP:Iteration 26Q (73138.180000 sec): 3 clusters
  Score: Raw -558105.369705 + Penalty 2848.012482 = -555257.357223
  nChanged 19
		SP:Iteration 27Q (73138.290000 sec): 3 clusters
  Score: Raw -558110.601484 + Penalty 2848.012482 = -555262.589002
  nChanged 22
		SP:Iteration 28Q (73138.390000 sec): 3 clusters
  Score: Raw -558117.758311 + Penalty 2848.012482 = -555269.745829
  nChanged 26
		SP:Iteration 29Q (73138.500000 sec): 3 clusters
  Score: Raw -558125.386161 + Penalty 2848.012482 = -555277.373679
  nChanged 17
		SP:Iteration 30Q (73138.610000 sec): 3 clusters
  Score: Raw -558128.994207 + Penalty 2848.012482 = -555280.981725
  nChanged 10
		SP:Iteration 31Q (73138.720000 sec): 3 clusters
  Score: Raw -558131.098680 + Penalty 2848.012482 = -555283.086198
  nChanged 13
		SP:Iteration 32Q (73138.830000 sec): 3 clusters
  Score: Raw -558134.702631 + Penalty 2848.012482 = -555286.690149
  nChanged 12
		SP:Iteration 33Q (73138.930000 sec): 3 clusters
  Score: Raw -558137.441022 + Penalty 2848.012482 = -555289.428540
  nChanged 10
		SP:Iteration 34Q (73139.050000 sec): 3 clusters
  Score: Raw -558139.632009 + Penalty 2848.012482 = -555291.619527
  nChanged 9
		SP:Iteration 35Q (73139.150000 sec): 3 clusters
  Score: Raw -558141.776002 + Penalty 2848.012482 = -555293.763520
  nChanged 9
		SP:Iteration 36Q (73139.260000 sec): 3 clusters
  Score: Raw -558143.822399 + Penalty 2848.012482 = -555295.809917
  nChanged 7
		SP:Iteration 37Q (73139.370000 sec): 3 clusters
  Score: Raw -558145.120947 + Penalty 2848.012482 = -555297.108465
  nChanged 5
		SP:Iteration 38Q (73139.470000 sec): 3 clusters
  Score: Raw -558146.183141 + Penalty 2848.012482 = -555298.170659
  nChanged 9
		SP:Iteration 39Q (73139.580000 sec): 3 clusters
  Score: Raw -558147.484623 + Penalty 2848.012482 = -555299.472141
  nChanged 7
		SP:Iteration 40F (73139.690000 sec): 3 clusters
  Score: Raw -558149.257607 + Penalty 2848.012482 = -555301.245125
  nChanged 6
		SP:Iteration 41Q (73139.880000 sec): 3 clusters
  Score: Raw -558150.508538 + Penalty 2848.012482 = -555302.496055
  nChanged 9
		SP:Iteration 42Q (73140.070000 sec): 3 clusters
  Score: Raw -558152.555315 + Penalty 2848.012482 = -555304.542833
  nChanged 6
		SP:Iteration 43Q (73140.290000 sec): 3 clusters
  Score: Raw -558153.285429 + Penalty 2848.012482 = -555305.272947
  nChanged 3
		SP:Iteration 44Q (73140.420000 sec): 3 clusters
  Score: Raw -558153.803150 + Penalty 2848.012482 = -555305.790668
  nChanged 4
		SP:Iteration 45Q (73140.640000 sec): 3 clusters
  Score: Raw -558154.179163 + Penalty 2848.012482 = -555306.166681
  nChanged 3
		SP:Iteration 46Q (73140.850000 sec): 3 clusters
  Score: Raw -558154.509243 + Penalty 2848.012482 = -555306.496761
  nChanged 3
		SP:Iteration 47Q (73141.050000 sec): 3 clusters
  Score: Raw -558155.268735 + Penalty 2848.012482 = -555307.256253
  nChanged 3
		SP:Iteration 48Q (73141.260000 sec): 3 clusters
  Score: Raw -558156.021023 + Penalty 2848.012482 = -555308.008541
  nChanged 4
		SP:Iteration 49Q (73141.470000 sec): 3 clusters
  Score: Raw -558156.603942 + Penalty 2848.012482 = -555308.591460
  nChanged 4
		SP:Iteration 50Q (73141.670000 sec): 3 clusters
  Score: Raw -558157.400440 + Penalty 2848.012482 = -555309.387958
  nChanged 5
		SP:Iteration 51Q (73141.880000 sec): 3 clusters
  Score: Raw -558158.403331 + Penalty 2848.012482 = -555310.390849
  nChanged 6
		SP:Iteration 52Q (73142.090000 sec): 3 clusters
  Score: Raw -558159.743259 + Penalty 2848.012482 = -555311.730776
  nChanged 6
		SP:Iteration 53Q (73142.290000 sec): 3 clusters
  Score: Raw -558161.120916 + Penalty 2848.012482 = -555313.108434
  nChanged 4
		SP:Iteration 54Q (73142.490000 sec): 3 clusters
  Score: Raw -558161.769372 + Penalty 2848.012482 = -555313.756890
  nChanged 4
		SP:Iteration 55Q (73142.600000 sec): 3 clusters
  Score: Raw -558162.281382 + Penalty 2848.012482 = -555314.268900
  nChanged 2
		SP:Iteration 56Q (73142.710000 sec): 3 clusters
  Score: Raw -558162.664771 + Penalty 2848.012482 = -555314.652288
  nChanged 0
		SP:Iteration 57F (73142.810000 sec): 3 clusters
  Score: Raw -558162.664771 + Penalty 2848.012482 = -555314.652288
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 100 (6235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73142.910000 sec): 2 clusters
  Score: Raw -526880.305129 + Penalty 1419.914252 = -525460.390877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73143.130000 sec): 3 clusters
  Score: Raw -523526.733752 + Penalty 2839.828504 = -520686.905248
  nChanged 2629
		SP:Iteration 1F (73143.290000 sec): 3 clusters
  Score: Raw -525065.688507 + Penalty 2839.828504 = -522225.860003
  nChanged 552
		SP:Iteration 2F (73143.450000 sec): 3 clusters
  Score: Raw -525543.632219 + Penalty 2839.828504 = -522703.803715
  nChanged 532
		SP:Iteration 3F (73143.620000 sec): 3 clusters
  Score: Raw -525995.309703 + Penalty 2839.828504 = -523155.481199
  nChanged 463
		SP:Iteration 4F (73143.790000 sec): 3 clusters
  Score: Raw -526341.207574 + Penalty 2839.828504 = -523501.379070
  nChanged 340
		SP:Iteration 5F (73143.950000 sec): 3 clusters
  Score: Raw -526562.177652 + Penalty 2839.828504 = -523722.349148
  nChanged 277
		SP:Iteration 6Q (73144.110000 sec): 3 clusters
  Score: Raw -526725.698032 + Penalty 2839.828504 = -523885.869528
  nChanged 203
		SP:Iteration 7Q (73144.330000 sec): 3 clusters
  Score: Raw -526836.833564 + Penalty 2839.828504 = -523997.005060
  nChanged 161
		SP:Iteration 8Q (73144.490000 sec): 3 clusters
  Score: Raw -526921.484297 + Penalty 2839.828504 = -524081.655793
  nChanged 123
		SP:Iteration 9Q (73144.650000 sec): 3 clusters
  Score: Raw -526975.774610 + Penalty 2839.828504 = -524135.946106
  nChanged 116
		SP:Iteration 10Q (73144.820000 sec): 3 clusters
  Score: Raw -527020.002427 + Penalty 2839.828504 = -524180.173923
  nChanged 97
		SP:Iteration 11Q (73144.980000 sec): 3 clusters
  Score: Raw -527053.173294 + Penalty 2839.828504 = -524213.344790
  nChanged 75
		SP:Iteration 12Q (73145.150000 sec): 3 clusters
  Score: Raw -527081.194584 + Penalty 2839.828504 = -524241.366080
  nChanged 74
		SP:Iteration 13Q (73145.310000 sec): 3 clusters
  Score: Raw -527101.303731 + Penalty 2839.828504 = -524261.475227
  nChanged 59
		SP:Iteration 14Q (73145.480000 sec): 3 clusters
  Score: Raw -527120.577660 + Penalty 2839.828504 = -524280.749156
  nChanged 68
		SP:Iteration 15Q (73145.640000 sec): 3 clusters
  Score: Raw -527141.852586 + Penalty 2839.828504 = -524302.024082
  nChanged 59
		SP:Iteration 16Q (73145.810000 sec): 3 clusters
  Score: Raw -527163.001225 + Penalty 2839.828504 = -524323.172722
  nChanged 62
		SP:Iteration 17Q (73145.970000 sec): 3 clusters
  Score: Raw -527182.088270 + Penalty 2839.828504 = -524342.259766
  nChanged 67
		SP:Iteration 18Q (73146.140000 sec): 3 clusters
  Score: Raw -527202.378692 + Penalty 2839.828504 = -524362.550188
  nChanged 57
		SP:Iteration 19Q (73146.350000 sec): 3 clusters
  Score: Raw -527220.569935 + Penalty 2839.828504 = -524380.741431
  nChanged 57
		SP:Iteration 20F (73146.510000 sec): 3 clusters
  Score: Raw -527237.628793 + Penalty 2839.828504 = -524397.800289
  nChanged 61
		SP:Iteration 21Q (73146.670000 sec): 3 clusters
  Score: Raw -527252.617861 + Penalty 2839.828504 = -524412.789357
  nChanged 53
		SP:Iteration 22Q (73146.870000 sec): 3 clusters
  Score: Raw -527269.972336 + Penalty 2839.828504 = -524430.143832
  nChanged 54
		SP:Iteration 23Q (73147.050000 sec): 3 clusters
  Score: Raw -527284.342500 + Penalty 2839.828504 = -524444.513996
  nChanged 44
		SP:Iteration 24Q (73147.210000 sec): 3 clusters
  Score: Raw -527294.396666 + Penalty 2839.828504 = -524454.568162
  nChanged 39
		SP:Iteration 25Q (73147.380000 sec): 3 clusters
  Score: Raw -527302.827980 + Penalty 2839.828504 = -524462.999476
  nChanged 34
		SP:Iteration 26Q (73147.540000 sec): 3 clusters
  Score: Raw -527310.866258 + Penalty 2839.828504 = -524471.037754
  nChanged 24
		SP:Iteration 27Q (73147.710000 sec): 3 clusters
  Score: Raw -527315.156681 + Penalty 2839.828504 = -524475.328177
  nChanged 21
		SP:Iteration 28Q (73147.910000 sec): 3 clusters
  Score: Raw -527318.349766 + Penalty 2839.828504 = -524478.521262
  nChanged 19
		SP:Iteration 29Q (73148.130000 sec): 3 clusters
  Score: Raw -527322.314212 + Penalty 2839.828504 = -524482.485708
  nChanged 16
		SP:Iteration 30Q (73148.300000 sec): 3 clusters
  Score: Raw -527326.016199 + Penalty 2839.828504 = -524486.187695
  nChanged 19
		SP:Iteration 31Q (73148.480000 sec): 3 clusters
  Score: Raw -527329.441257 + Penalty 2839.828504 = -524489.612753
  nChanged 15
		SP:Iteration 32Q (73148.650000 sec): 3 clusters
  Score: Raw -527331.539885 + Penalty 2839.828504 = -524491.711381
  nChanged 18
		SP:Iteration 33Q (73148.810000 sec): 3 clusters
  Score: Raw -527335.501417 + Penalty 2839.828504 = -524495.672913
  nChanged 18
		SP:Iteration 34Q (73148.980000 sec): 3 clusters
  Score: Raw -527339.773762 + Penalty 2839.828504 = -524499.945258
  nChanged 26
		SP:Iteration 35Q (73149.140000 sec): 3 clusters
  Score: Raw -527345.974737 + Penalty 2839.828504 = -524506.146233
  nChanged 24
		SP:Iteration 36Q (73149.300000 sec): 3 clusters
  Score: Raw -527352.168310 + Penalty 2839.828504 = -524512.339807
  nChanged 33
		SP:Iteration 37Q (73149.470000 sec): 3 clusters
  Score: Raw -527359.903681 + Penalty 2839.828504 = -524520.075177
  nChanged 24
		SP:Iteration 38Q (73149.630000 sec): 3 clusters
  Score: Raw -527366.238214 + Penalty 2839.828504 = -524526.409710
  nChanged 34
		SP:Iteration 39Q (73149.800000 sec): 3 clusters
  Score: Raw -527376.928259 + Penalty 2839.828504 = -524537.099755
  nChanged 37
		SP:Iteration 40F (73149.960000 sec): 3 clusters
  Score: Raw -527386.052304 + Penalty 2839.828504 = -524546.223800
  nChanged 37
		SP:Iteration 41Q (73150.120000 sec): 3 clusters
  Score: Raw -527397.045574 + Penalty 2839.828504 = -524557.217070
  nChanged 37
		SP:Iteration 42Q (73150.290000 sec): 3 clusters
  Score: Raw -527405.618731 + Penalty 2839.828504 = -524565.790227
  nChanged 32
		SP:Iteration 43Q (73150.460000 sec): 3 clusters
  Score: Raw -527412.993705 + Penalty 2839.828504 = -524573.165201
  nChanged 37
		SP:Iteration 44Q (73150.620000 sec): 3 clusters
  Score: Raw -527421.577554 + Penalty 2839.828504 = -524581.749050
  nChanged 38
		SP:Iteration 45Q (73150.780000 sec): 3 clusters
  Score: Raw -527429.676003 + Penalty 2839.828504 = -524589.847499
  nChanged 39
		SP:Iteration 46Q (73150.950000 sec): 3 clusters
  Score: Raw -527437.952450 + Penalty 2839.828504 = -524598.123946
  nChanged 24
		SP:Iteration 47Q (73151.160000 sec): 3 clusters
  Score: Raw -527442.573342 + Penalty 2839.828504 = -524602.744838
  nChanged 18
		SP:Iteration 48Q (73151.320000 sec): 3 clusters
  Score: Raw -527446.075751 + Penalty 2839.828504 = -524606.247247
  nChanged 9
		SP:Iteration 49Q (73151.490000 sec): 3 clusters
  Score: Raw -527448.229430 + Penalty 2839.828504 = -524608.400926
  nChanged 12
		SP:Iteration 50Q (73151.650000 sec): 3 clusters
  Score: Raw -527451.592719 + Penalty 2839.828504 = -524611.764215
  nChanged 14
		SP:Iteration 51Q (73151.820000 sec): 3 clusters
  Score: Raw -527455.042577 + Penalty 2839.828504 = -524615.214073
  nChanged 12
		SP:Iteration 52Q (73151.980000 sec): 3 clusters
  Score: Raw -527457.729625 + Penalty 2839.828504 = -524617.901121
  nChanged 15
		SP:Iteration 53Q (73152.140000 sec): 3 clusters
  Score: Raw -527460.630549 + Penalty 2839.828504 = -524620.802045
  nChanged 16
		SP:Iteration 54Q (73152.310000 sec): 3 clusters
  Score: Raw -527463.654351 + Penalty 2839.828504 = -524623.825847
  nChanged 11
		SP:Iteration 55Q (73152.520000 sec): 3 clusters
  Score: Raw -527465.439588 + Penalty 2839.828504 = -524625.611085
  nChanged 9
		SP:Iteration 56Q (73152.680000 sec): 3 clusters
  Score: Raw -527466.965247 + Penalty 2839.828504 = -524627.136743
  nChanged 9
		SP:Iteration 57Q (73152.850000 sec): 3 clusters
  Score: Raw -527468.913173 + Penalty 2839.828504 = -524629.084669
  nChanged 12
		SP:Iteration 58Q (73153.010000 sec): 3 clusters
  Score: Raw -527471.365584 + Penalty 2839.828504 = -524631.537080
  nChanged 9
		SP:Iteration 59Q (73153.180000 sec): 3 clusters
  Score: Raw -527473.550567 + Penalty 2839.828504 = -524633.722064
  nChanged 11
		SP:Iteration 60F (73153.340000 sec): 3 clusters
  Score: Raw -527476.210903 + Penalty 2839.828504 = -524636.382399
  nChanged 13
		SP:Iteration 61Q (73153.510000 sec): 3 clusters
  Score: Raw -527478.654476 + Penalty 2839.828504 = -524638.825972
  nChanged 13
		SP:Iteration 62Q (73153.670000 sec): 3 clusters
  Score: Raw -527481.075179 + Penalty 2839.828504 = -524641.246675
  nChanged 6
		SP:Iteration 63Q (73153.840000 sec): 3 clusters
  Score: Raw -527481.773184 + Penalty 2839.828504 = -524641.944681
  nChanged 4
		SP:Iteration 64Q (73154.000000 sec): 3 clusters
  Score: Raw -527482.811248 + Penalty 2839.828504 = -524642.982745
  nChanged 8
		SP:Iteration 65Q (73154.160000 sec): 3 clusters
  Score: Raw -527484.366653 + Penalty 2839.828504 = -524644.538149
  nChanged 9
		SP:Iteration 66Q (73154.370000 sec): 3 clusters
  Score: Raw -527486.783329 + Penalty 2839.828504 = -524646.954825
  nChanged 12
		SP:Iteration 67Q (73154.530000 sec): 3 clusters
  Score: Raw -527489.168925 + Penalty 2839.828504 = -524649.340421
  nChanged 10
		SP:Iteration 68Q (73154.700000 sec): 3 clusters
  Score: Raw -527490.846068 + Penalty 2839.828504 = -524651.017564
  nChanged 12
		SP:Iteration 69Q (73154.900000 sec): 3 clusters
  Score: Raw -527493.477603 + Penalty 2839.828504 = -524653.649099
  nChanged 8
		SP:Iteration 70Q (73155.070000 sec): 3 clusters
  Score: Raw -527495.117668 + Penalty 2839.828504 = -524655.289164
  nChanged 5
		SP:Iteration 71Q (73155.230000 sec): 3 clusters
  Score: Raw -527496.027743 + Penalty 2839.828504 = -524656.199239
  nChanged 5
		SP:Iteration 72Q (73155.400000 sec): 3 clusters
  Score: Raw -527497.154380 + Penalty 2839.828504 = -524657.325876
  nChanged 5
		SP:Iteration 73Q (73155.560000 sec): 3 clusters
  Score: Raw -527498.041189 + Penalty 2839.828504 = -524658.212685
  nChanged 5
		SP:Iteration 74Q (73155.730000 sec): 3 clusters
  Score: Raw -527498.962237 + Penalty 2839.828504 = -524659.133733
  nChanged 8
		SP:Iteration 75Q (73155.890000 sec): 3 clusters
  Score: Raw -527500.679595 + Penalty 2839.828504 = -524660.851091
  nChanged 9
		SP:Iteration 76Q (73156.140000 sec): 3 clusters
  Score: Raw -527502.690066 + Penalty 2839.828504 = -524662.861562
  nChanged 13
		SP:Iteration 77Q (73156.310000 sec): 3 clusters
  Score: Raw -527506.227704 + Penalty 2839.828504 = -524666.399200
  nChanged 13
		SP:Iteration 78Q (73156.440000 sec): 3 clusters
  Score: Raw -527510.006880 + Penalty 2839.828504 = -524670.178376
  nChanged 21
		SP:Iteration 79Q (73156.610000 sec): 3 clusters
  Score: Raw -527514.897316 + Penalty 2839.828504 = -524675.068812
  nChanged 16
		SP:Iteration 80F (73156.800000 sec): 3 clusters
  Score: Raw -527518.686401 + Penalty 2839.828504 = -524678.857897
  nChanged 16
		SP:Iteration 81Q (73156.900000 sec): 3 clusters
  Score: Raw -527522.057512 + Penalty 2839.828504 = -524682.229008
  nChanged 13
		SP:Iteration 82Q (73157.010000 sec): 3 clusters
  Score: Raw -527525.274594 + Penalty 2839.828504 = -524685.446090
  nChanged 11
		SP:Iteration 83Q (73157.110000 sec): 3 clusters
  Score: Raw -527527.095555 + Penalty 2839.828504 = -524687.267051
  nChanged 10
		SP:Iteration 84Q (73157.210000 sec): 3 clusters
  Score: Raw -527528.410009 + Penalty 2839.828504 = -524688.581506
  nChanged 4
		SP:Iteration 85Q (73157.400000 sec): 3 clusters
  Score: Raw -527529.168533 + Penalty 2839.828504 = -524689.340029
  nChanged 3
		SP:Iteration 86Q (73157.600000 sec): 3 clusters
  Score: Raw -527529.593547 + Penalty 2839.828504 = -524689.765043
  nChanged 4
		SP:Iteration 87Q (73157.770000 sec): 3 clusters
  Score: Raw -527529.978497 + Penalty 2839.828504 = -524690.149993
  nChanged 3
		SP:Iteration 88Q (73157.930000 sec): 3 clusters
  Score: Raw -527530.273631 + Penalty 2839.828504 = -524690.445127
  nChanged 2
		SP:Iteration 89Q (73158.100000 sec): 3 clusters
  Score: Raw -527530.606406 + Penalty 2839.828504 = -524690.777903
  nChanged 2
		SP:Iteration 90Q (73158.290000 sec): 3 clusters
  Score: Raw -527531.153105 + Penalty 2839.828504 = -524691.324601
  nChanged 4
		SP:Iteration 91Q (73158.470000 sec): 3 clusters
  Score: Raw -527531.514320 + Penalty 2839.828504 = -524691.685816
  nChanged 4
		SP:Iteration 92Q (73158.640000 sec): 3 clusters
  Score: Raw -527531.809689 + Penalty 2839.828504 = -524691.981185
  nChanged 5
		SP:Iteration 93Q (73158.800000 sec): 3 clusters
  Score: Raw -527532.463199 + Penalty 2839.828504 = -524692.634695
  nChanged 0
		SP:Iteration 94F (73158.960000 sec): 3 clusters
  Score: Raw -527532.463199 + Penalty 2839.828504 = -524692.634695
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 101 (3006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73159.030000 sec): 2 clusters
  Score: Raw -227697.400687 + Penalty 1301.359405 = -226396.041282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73159.200000 sec): 3 clusters
  Score: Raw -226267.383235 + Penalty 2602.718810 = -223664.664425
  nChanged 1181
		SP:Iteration 1F (73159.380000 sec): 3 clusters
  Score: Raw -227059.792680 + Penalty 2602.718810 = -224457.073869
  nChanged 290
		SP:Iteration 2F (73159.560000 sec): 3 clusters
  Score: Raw -227258.513919 + Penalty 2602.718810 = -224655.795108
  nChanged 159
		SP:Iteration 3F (73159.730000 sec): 3 clusters
  Score: Raw -227370.713531 + Penalty 2602.718810 = -224767.994720
  nChanged 130
		SP:Iteration 4Q (73159.910000 sec): 3 clusters
  Score: Raw -227465.123322 + Penalty 2602.718810 = -224862.404512
  nChanged 112
		SP:Iteration 5Q (73160.080000 sec): 3 clusters
  Score: Raw -227544.165628 + Penalty 2602.718810 = -224941.446818
  nChanged 93
		SP:Iteration 6Q (73160.260000 sec): 3 clusters
  Score: Raw -227607.172477 + Penalty 2602.718810 = -225004.453666
  nChanged 79
		SP:Iteration 7Q (73160.440000 sec): 3 clusters
  Score: Raw -227666.634288 + Penalty 2602.718810 = -225063.915477
  nChanged 85
		SP:Iteration 8Q (73160.610000 sec): 3 clusters
  Score: Raw -227722.617732 + Penalty 2602.718810 = -225119.898921
  nChanged 79
		SP:Iteration 9Q (73160.790000 sec): 3 clusters
  Score: Raw -227773.697187 + Penalty 2602.718810 = -225170.978377
  nChanged 68
		SP:Iteration 10Q (73160.960000 sec): 3 clusters
  Score: Raw -227816.341931 + Penalty 2602.718810 = -225213.623120
  nChanged 68
		SP:Iteration 11Q (73161.140000 sec): 3 clusters
  Score: Raw -227875.185765 + Penalty 2602.718810 = -225272.466954
  nChanged 83
		SP:Iteration 12Q (73161.320000 sec): 3 clusters
  Score: Raw -227937.126388 + Penalty 2602.718810 = -225334.407578
  nChanged 71
		SP:Iteration 13Q (73161.490000 sec): 3 clusters
  Score: Raw -227982.190719 + Penalty 2602.718810 = -225379.471909
  nChanged 64
		SP:Iteration 14Q (73161.710000 sec): 3 clusters
  Score: Raw -228018.439878 + Penalty 2602.718810 = -225415.721067
  nChanged 40
		SP:Iteration 15Q (73161.860000 sec): 3 clusters
  Score: Raw -228046.386922 + Penalty 2602.718810 = -225443.668111
  nChanged 44
		SP:Iteration 16Q (73162.020000 sec): 3 clusters
  Score: Raw -228071.216715 + Penalty 2602.718810 = -225468.497904
  nChanged 31
		SP:Iteration 17Q (73162.180000 sec): 3 clusters
  Score: Raw -228087.547551 + Penalty 2602.718810 = -225484.828741
  nChanged 21
		SP:Iteration 18Q (73162.320000 sec): 3 clusters
  Score: Raw -228098.161001 + Penalty 2602.718810 = -225495.442191
  nChanged 19
		SP:Iteration 19Q (73162.440000 sec): 3 clusters
  Score: Raw -228105.916141 + Penalty 2602.718810 = -225503.197330
  nChanged 12
		SP:Iteration 20F (73162.520000 sec): 3 clusters
  Score: Raw -228112.388572 + Penalty 2602.718810 = -225509.669761
  nChanged 13
		SP:Iteration 21Q (73162.590000 sec): 3 clusters
  Score: Raw -228118.253863 + Penalty 2602.718810 = -225515.535052
  nChanged 6
		SP:Iteration 22Q (73162.650000 sec): 3 clusters
  Score: Raw -228120.848424 + Penalty 2602.718810 = -225518.129613
  nChanged 3
		SP:Iteration 23Q (73162.700000 sec): 3 clusters
  Score: Raw -228121.705325 + Penalty 2602.718810 = -225518.986515
  nChanged 2
		SP:Iteration 24Q (73162.760000 sec): 3 clusters
  Score: Raw -228122.253205 + Penalty 2602.718810 = -225519.534394
  nChanged 1
		SP:Iteration 25Q (73162.810000 sec): 3 clusters
  Score: Raw -228122.409390 + Penalty 2602.718810 = -225519.690580
  nChanged 2
		SP:Iteration 26Q (73162.870000 sec): 3 clusters
  Score: Raw -228123.375450 + Penalty 2602.718810 = -225520.656640
  nChanged 2
		SP:Iteration 27Q (73162.920000 sec): 3 clusters
  Score: Raw -228123.695265 + Penalty 2602.718810 = -225520.976455
  nChanged 1
		SP:Iteration 28Q (73162.980000 sec): 3 clusters
  Score: Raw -228123.928665 + Penalty 2602.718810 = -225521.209855
  nChanged 2
		SP:Iteration 29Q (73163.030000 sec): 3 clusters
  Score: Raw -228124.380639 + Penalty 2602.718810 = -225521.661829
  nChanged 2
		SP:Iteration 30Q (73163.080000 sec): 3 clusters
  Score: Raw -228124.567621 + Penalty 2602.718810 = -225521.848810
  nChanged 1
		SP:Iteration 31Q (73163.140000 sec): 3 clusters
  Score: Raw -228125.227152 + Penalty 2602.718810 = -225522.508342
  nChanged 2
		SP:Iteration 32Q (73163.190000 sec): 3 clusters
  Score: Raw -228125.781024 + Penalty 2602.718810 = -225523.062214
  nChanged 3
		SP:Iteration 33Q (73163.250000 sec): 3 clusters
  Score: Raw -228126.868015 + Penalty 2602.718810 = -225524.149205
  nChanged 3
		SP:Iteration 34Q (73163.300000 sec): 3 clusters
  Score: Raw -228127.800919 + Penalty 2602.718810 = -225525.082109
  nChanged 3
		SP:Iteration 35Q (73163.360000 sec): 3 clusters
  Score: Raw -228129.001946 + Penalty 2602.718810 = -225526.283136
  nChanged 3
		SP:Iteration 36Q (73163.410000 sec): 3 clusters
  Score: Raw -228129.695251 + Penalty 2602.718810 = -225526.976440
  nChanged 0
		SP:Iteration 37F (73163.460000 sec): 3 clusters
  Score: Raw -228129.695251 + Penalty 2602.718810 = -225526.976440
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 102 (2158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73163.520000 sec): 2 clusters
  Score: Raw -168764.207513 + Penalty 1247.502286 = -167516.705226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73163.570000 sec): 3 clusters
  Score: Raw -167798.058266 + Penalty 2495.004572 = -165303.053694
  nChanged 783
		SP:Iteration 1F (73163.610000 sec): 3 clusters
  Score: Raw -168361.549792 + Penalty 2495.004572 = -165866.545220
  nChanged 180
		SP:Iteration 2F (73163.660000 sec): 3 clusters
  Score: Raw -168517.414666 + Penalty 2495.004572 = -166022.410094
  nChanged 138
		SP:Iteration 3F (73163.700000 sec): 3 clusters
  Score: Raw -168643.849080 + Penalty 2495.004572 = -166148.844507
  nChanged 109
		SP:Iteration 4F (73163.740000 sec): 3 clusters
  Score: Raw -168747.519809 + Penalty 2495.004572 = -166252.515237
  nChanged 95
		SP:Iteration 5Q (73163.790000 sec): 3 clusters
  Score: Raw -168830.840337 + Penalty 2495.004572 = -166335.835764
  nChanged 67
		SP:Iteration 6Q (73163.830000 sec): 3 clusters
  Score: Raw -168884.374311 + Penalty 2495.004572 = -166389.369738
  nChanged 55
		SP:Iteration 7Q (73163.880000 sec): 3 clusters
  Score: Raw -168931.229939 + Penalty 2495.004572 = -166436.225366
  nChanged 54
		SP:Iteration 8Q (73163.920000 sec): 3 clusters
  Score: Raw -168970.296160 + Penalty 2495.004572 = -166475.291588
  nChanged 46
		SP:Iteration 9Q (73163.960000 sec): 3 clusters
  Score: Raw -169003.044968 + Penalty 2495.004572 = -166508.040396
  nChanged 36
		SP:Iteration 10Q (73164.010000 sec): 3 clusters
  Score: Raw -169027.156287 + Penalty 2495.004572 = -166532.151715
  nChanged 28
		SP:Iteration 11Q (73164.050000 sec): 3 clusters
  Score: Raw -169046.890616 + Penalty 2495.004572 = -166551.886044
  nChanged 26
		SP:Iteration 12Q (73164.100000 sec): 3 clusters
  Score: Raw -169068.954240 + Penalty 2495.004572 = -166573.949668
  nChanged 36
		SP:Iteration 13Q (73164.140000 sec): 3 clusters
  Score: Raw -169099.700146 + Penalty 2495.004572 = -166604.695574
  nChanged 42
		SP:Iteration 14Q (73164.180000 sec): 3 clusters
  Score: Raw -169129.549277 + Penalty 2495.004572 = -166634.544705
  nChanged 40
		SP:Iteration 15Q (73164.220000 sec): 3 clusters
  Score: Raw -169155.525090 + Penalty 2495.004572 = -166660.520518
  nChanged 28
		SP:Iteration 16Q (73164.270000 sec): 3 clusters
  Score: Raw -169173.904912 + Penalty 2495.004572 = -166678.900340
  nChanged 29
		SP:Iteration 17Q (73164.310000 sec): 3 clusters
  Score: Raw -169188.864300 + Penalty 2495.004572 = -166693.859728
  nChanged 20
		SP:Iteration 18Q (73164.360000 sec): 3 clusters
  Score: Raw -169201.440196 + Penalty 2495.004572 = -166706.435623
  nChanged 11
		SP:Iteration 19Q (73164.400000 sec): 3 clusters
  Score: Raw -169208.743770 + Penalty 2495.004572 = -166713.739198
  nChanged 10
		SP:Iteration 20F (73164.560000 sec): 3 clusters
  Score: Raw -169214.332276 + Penalty 2495.004572 = -166719.327703
  nChanged 9
		SP:Iteration 21Q (73164.620000 sec): 3 clusters
  Score: Raw -169220.874556 + Penalty 2495.004572 = -166725.869984
  nChanged 12
		SP:Iteration 22Q (73164.670000 sec): 3 clusters
  Score: Raw -169229.433614 + Penalty 2495.004572 = -166734.429042
  nChanged 11
		SP:Iteration 23Q (73164.710000 sec): 3 clusters
  Score: Raw -169232.992115 + Penalty 2495.004572 = -166737.987542
  nChanged 4
		SP:Iteration 24Q (73164.760000 sec): 3 clusters
  Score: Raw -169236.148139 + Penalty 2495.004572 = -166741.143567
  nChanged 5
		SP:Iteration 25Q (73164.800000 sec): 3 clusters
  Score: Raw -169239.578041 + Penalty 2495.004572 = -166744.573468
  nChanged 6
		SP:Iteration 26Q (73164.840000 sec): 3 clusters
  Score: Raw -169242.138541 + Penalty 2495.004572 = -166747.133968
  nChanged 5
		SP:Iteration 27Q (73164.890000 sec): 3 clusters
  Score: Raw -169245.259567 + Penalty 2495.004572 = -166750.254994
  nChanged 2
		SP:Iteration 28Q (73164.930000 sec): 3 clusters
  Score: Raw -169246.076648 + Penalty 2495.004572 = -166751.072075
  nChanged 2
		SP:Iteration 29Q (73164.970000 sec): 3 clusters
  Score: Raw -169247.350739 + Penalty 2495.004572 = -166752.346166
  nChanged 5
		SP:Iteration 30Q (73165.020000 sec): 3 clusters
  Score: Raw -169250.181668 + Penalty 2495.004572 = -166755.177096
  nChanged 5
		SP:Iteration 31Q (73165.060000 sec): 3 clusters
  Score: Raw -169252.852104 + Penalty 2495.004572 = -166757.847532
  nChanged 4
		SP:Iteration 32Q (73165.100000 sec): 3 clusters
  Score: Raw -169254.847734 + Penalty 2495.004572 = -166759.843162
  nChanged 5
		SP:Iteration 33Q (73165.190000 sec): 3 clusters
  Score: Raw -169256.449865 + Penalty 2495.004572 = -166761.445292
  nChanged 4
		SP:Iteration 34Q (73165.360000 sec): 3 clusters
  Score: Raw -169258.694483 + Penalty 2495.004572 = -166763.689911
  nChanged 4
		SP:Iteration 35Q (73165.540000 sec): 3 clusters
  Score: Raw -169260.999054 + Penalty 2495.004572 = -166765.994481
  nChanged 4
		SP:Iteration 36Q (73165.600000 sec): 3 clusters
  Score: Raw -169262.765196 + Penalty 2495.004572 = -166767.760624
  nChanged 4
		SP:Iteration 37Q (73165.650000 sec): 3 clusters
  Score: Raw -169264.419600 + Penalty 2495.004572 = -166769.415027
  nChanged 3
		SP:Iteration 38Q (73165.690000 sec): 3 clusters
  Score: Raw -169265.940996 + Penalty 2495.004572 = -166770.936423
  nChanged 4
		SP:Iteration 39Q (73165.740000 sec): 3 clusters
  Score: Raw -169268.081471 + Penalty 2495.004572 = -166773.076899
  nChanged 4
		SP:Iteration 40F (73165.780000 sec): 3 clusters
  Score: Raw -169269.348667 + Penalty 2495.004572 = -166774.344094
  nChanged 2
		SP:Iteration 41Q (73165.980000 sec): 3 clusters
  Score: Raw -169270.827242 + Penalty 2495.004572 = -166775.822670
  nChanged 2
		SP:Iteration 42Q (73166.150000 sec): 3 clusters
  Score: Raw -169272.396715 + Penalty 2495.004572 = -166777.392143
  nChanged 2
		SP:Iteration 43Q (73166.310000 sec): 3 clusters
  Score: Raw -169273.560951 + Penalty 2495.004572 = -166778.556379
  nChanged 3
		SP:Iteration 44Q (73166.470000 sec): 3 clusters
  Score: Raw -169274.867853 + Penalty 2495.004572 = -166779.863281
  nChanged 4
		SP:Iteration 45Q (73166.500000 sec): 3 clusters
  Score: Raw -169276.649287 + Penalty 2495.004572 = -166781.644714
  nChanged 4
		SP:Iteration 46Q (73166.540000 sec): 3 clusters
  Score: Raw -169278.719349 + Penalty 2495.004572 = -166783.714777
  nChanged 5
		SP:Iteration 47Q (73166.590000 sec): 3 clusters
  Score: Raw -169282.329890 + Penalty 2495.004572 = -166787.325317
  nChanged 2
		SP:Iteration 48Q (73166.630000 sec): 3 clusters
  Score: Raw -169283.328087 + Penalty 2495.004572 = -166788.323515
  nChanged 2
		SP:Iteration 49Q (73166.680000 sec): 3 clusters
  Score: Raw -169284.215106 + Penalty 2495.004572 = -166789.210534
  nChanged 2
		SP:Iteration 50Q (73166.720000 sec): 3 clusters
  Score: Raw -169285.666699 + Penalty 2495.004572 = -166790.662127
  nChanged 2
		SP:Iteration 51Q (73166.760000 sec): 3 clusters
  Score: Raw -169287.164570 + Penalty 2495.004572 = -166792.159997
  nChanged 4
		SP:Iteration 52Q (73166.810000 sec): 3 clusters
  Score: Raw -169288.603580 + Penalty 2495.004572 = -166793.599008
  nChanged 1
		SP:Iteration 53Q (73166.860000 sec): 3 clusters
  Score: Raw -169289.206423 + Penalty 2495.004572 = -166794.201850
  nChanged 1
		SP:Iteration 54Q (73166.910000 sec): 3 clusters
  Score: Raw -169289.399701 + Penalty 2495.004572 = -166794.395128
  nChanged 1
		SP:Iteration 55Q (73166.950000 sec): 3 clusters
  Score: Raw -169290.234781 + Penalty 2495.004572 = -166795.230208
  nChanged 1
		SP:Iteration 56Q (73167.000000 sec): 3 clusters
  Score: Raw -169290.489693 + Penalty 2495.004572 = -166795.485121
  nChanged 0
		SP:Iteration 57F (73167.040000 sec): 3 clusters
  Score: Raw -169290.489693 + Penalty 2495.004572 = -166795.485121
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 103 (4354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73167.120000 sec): 2 clusters
  Score: Raw -361729.690539 + Penalty 1361.563164 = -360368.127375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73167.210000 sec): 3 clusters
  Score: Raw -359516.467093 + Penalty 2723.126329 = -356793.340764
  nChanged 1794
		SP:Iteration 1F (73167.290000 sec): 3 clusters
  Score: Raw -360700.739011 + Penalty 2723.126329 = -357977.612682
  nChanged 417
		SP:Iteration 2F (73167.380000 sec): 3 clusters
  Score: Raw -360984.540431 + Penalty 2723.126329 = -358261.414103
  nChanged 304
		SP:Iteration 3F (73167.460000 sec): 3 clusters
  Score: Raw -361197.641333 + Penalty 2723.126329 = -358474.515004
  nChanged 245
		SP:Iteration 4F (73167.540000 sec): 3 clusters
  Score: Raw -361399.769682 + Penalty 2723.126329 = -358676.643353
  nChanged 233
		SP:Iteration 5F (73167.620000 sec): 3 clusters
  Score: Raw -361597.335284 + Penalty 2723.126329 = -358874.208955
  nChanged 195
		SP:Iteration 6Q (73167.700000 sec): 3 clusters
  Score: Raw -361745.529061 + Penalty 2723.126329 = -359022.402733
  nChanged 153
		SP:Iteration 7Q (73167.790000 sec): 3 clusters
  Score: Raw -361840.358067 + Penalty 2723.126329 = -359117.231739
  nChanged 112
		SP:Iteration 8Q (73167.880000 sec): 3 clusters
  Score: Raw -361914.271374 + Penalty 2723.126329 = -359191.145045
  nChanged 104
		SP:Iteration 9Q (73168.010000 sec): 3 clusters
  Score: Raw -361966.667591 + Penalty 2723.126329 = -359243.541263
  nChanged 81
		SP:Iteration 10Q (73168.100000 sec): 3 clusters
  Score: Raw -362014.972005 + Penalty 2723.126329 = -359291.845676
  nChanged 87
		SP:Iteration 11Q (73168.180000 sec): 3 clusters
  Score: Raw -362060.624964 + Penalty 2723.126329 = -359337.498635
  nChanged 71
		SP:Iteration 12Q (73168.270000 sec): 3 clusters
  Score: Raw -362101.790122 + Penalty 2723.126329 = -359378.663794
  nChanged 75
		SP:Iteration 13Q (73168.360000 sec): 3 clusters
  Score: Raw -362152.279728 + Penalty 2723.126329 = -359429.153399
  nChanged 73
		SP:Iteration 14Q (73168.440000 sec): 3 clusters
  Score: Raw -362202.100000 + Penalty 2723.126329 = -359478.973671
  nChanged 67
		SP:Iteration 15Q (73168.530000 sec): 3 clusters
  Score: Raw -362247.671415 + Penalty 2723.126329 = -359524.545087
  nChanged 68
		SP:Iteration 16Q (73168.620000 sec): 3 clusters
  Score: Raw -362303.885535 + Penalty 2723.126329 = -359580.759206
  nChanged 79
		SP:Iteration 17Q (73168.700000 sec): 3 clusters
  Score: Raw -362357.395786 + Penalty 2723.126329 = -359634.269457
  nChanged 69
		SP:Iteration 18Q (73168.790000 sec): 3 clusters
  Score: Raw -362400.402992 + Penalty 2723.126329 = -359677.276664
  nChanged 66
		SP:Iteration 19Q (73168.880000 sec): 3 clusters
  Score: Raw -362438.640059 + Penalty 2723.126329 = -359715.513730
  nChanged 67
		SP:Iteration 20F (73168.960000 sec): 3 clusters
  Score: Raw -362472.835818 + Penalty 2723.126329 = -359749.709489
  nChanged 59
		SP:Iteration 21Q (73169.040000 sec): 3 clusters
  Score: Raw -362504.672655 + Penalty 2723.126329 = -359781.546326
  nChanged 48
		SP:Iteration 22Q (73169.130000 sec): 3 clusters
  Score: Raw -362529.590024 + Penalty 2723.126329 = -359806.463695
  nChanged 47
		SP:Iteration 23Q (73169.220000 sec): 3 clusters
  Score: Raw -362550.087211 + Penalty 2723.126329 = -359826.960883
  nChanged 40
		SP:Iteration 24Q (73169.300000 sec): 3 clusters
  Score: Raw -362571.464558 + Penalty 2723.126329 = -359848.338229
  nChanged 46
		SP:Iteration 25Q (73169.460000 sec): 3 clusters
  Score: Raw -362598.237425 + Penalty 2723.126329 = -359875.111097
  nChanged 43
		SP:Iteration 26Q (73169.640000 sec): 3 clusters
  Score: Raw -362623.298667 + Penalty 2723.126329 = -359900.172338
  nChanged 45
		SP:Iteration 27Q (73169.810000 sec): 3 clusters
  Score: Raw -362650.164383 + Penalty 2723.126329 = -359927.038055
  nChanged 32
		SP:Iteration 28Q (73169.920000 sec): 3 clusters
  Score: Raw -362666.282660 + Penalty 2723.126329 = -359943.156332
  nChanged 25
		SP:Iteration 29Q (73170.040000 sec): 3 clusters
  Score: Raw -362676.715016 + Penalty 2723.126329 = -359953.588688
  nChanged 28
		SP:Iteration 30Q (73170.210000 sec): 3 clusters
  Score: Raw -362688.008010 + Penalty 2723.126329 = -359964.881681
  nChanged 24
		SP:Iteration 31Q (73170.390000 sec): 3 clusters
  Score: Raw -362697.077494 + Penalty 2723.126329 = -359973.951165
  nChanged 20
		SP:Iteration 32Q (73170.560000 sec): 3 clusters
  Score: Raw -362704.113224 + Penalty 2723.126329 = -359980.986896
  nChanged 16
		SP:Iteration 33Q (73170.700000 sec): 3 clusters
  Score: Raw -362710.137297 + Penalty 2723.126329 = -359987.010969
  nChanged 19
		SP:Iteration 34Q (73170.780000 sec): 3 clusters
  Score: Raw -362718.004328 + Penalty 2723.126329 = -359994.878000
  nChanged 20
		SP:Iteration 35Q (73170.870000 sec): 3 clusters
  Score: Raw -362725.814239 + Penalty 2723.126329 = -360002.687911
  nChanged 20
		SP:Iteration 36Q (73170.950000 sec): 3 clusters
  Score: Raw -362733.477069 + Penalty 2723.126329 = -360010.350741
  nChanged 18
		SP:Iteration 37Q (73171.040000 sec): 3 clusters
  Score: Raw -362739.415188 + Penalty 2723.126329 = -360016.288859
  nChanged 12
		SP:Iteration 38Q (73171.120000 sec): 3 clusters
  Score: Raw -362743.833163 + Penalty 2723.126329 = -360020.706834
  nChanged 18
		SP:Iteration 39Q (73171.210000 sec): 3 clusters
  Score: Raw -362751.195242 + Penalty 2723.126329 = -360028.068913
  nChanged 15
		SP:Iteration 40F (73171.300000 sec): 3 clusters
  Score: Raw -362756.820877 + Penalty 2723.126329 = -360033.694549
  nChanged 19
		SP:Iteration 41Q (73171.380000 sec): 3 clusters
  Score: Raw -362763.990418 + Penalty 2723.126329 = -360040.864089
  nChanged 13
		SP:Iteration 42Q (73171.500000 sec): 3 clusters
  Score: Raw -362767.961122 + Penalty 2723.126329 = -360044.834793
  nChanged 12
		SP:Iteration 43Q (73171.580000 sec): 3 clusters
  Score: Raw -362772.549056 + Penalty 2723.126329 = -360049.422728
  nChanged 15
		SP:Iteration 44Q (73171.670000 sec): 3 clusters
  Score: Raw -362778.383074 + Penalty 2723.126329 = -360055.256745
  nChanged 16
		SP:Iteration 45Q (73171.750000 sec): 3 clusters
  Score: Raw -362782.885102 + Penalty 2723.126329 = -360059.758773
  nChanged 10
		SP:Iteration 46Q (73171.840000 sec): 3 clusters
  Score: Raw -362785.989974 + Penalty 2723.126329 = -360062.863645
  nChanged 7
		SP:Iteration 47Q (73171.920000 sec): 3 clusters
  Score: Raw -362788.163535 + Penalty 2723.126329 = -360065.037206
  nChanged 7
		SP:Iteration 48Q (73172.010000 sec): 3 clusters
  Score: Raw -362790.474058 + Penalty 2723.126329 = -360067.347730
  nChanged 11
		SP:Iteration 49Q (73172.100000 sec): 3 clusters
  Score: Raw -362795.023537 + Penalty 2723.126329 = -360071.897208
  nChanged 7
		SP:Iteration 50Q (73172.220000 sec): 3 clusters
  Score: Raw -362797.186745 + Penalty 2723.126329 = -360074.060417
  nChanged 6
		SP:Iteration 51Q (73172.390000 sec): 3 clusters
  Score: Raw -362799.058847 + Penalty 2723.126329 = -360075.932519
  nChanged 9
		SP:Iteration 52Q (73172.500000 sec): 3 clusters
  Score: Raw -362801.310756 + Penalty 2723.126329 = -360078.184428
  nChanged 3
		SP:Iteration 53Q (73172.580000 sec): 3 clusters
  Score: Raw -362802.427784 + Penalty 2723.126329 = -360079.301456
  nChanged 3
		SP:Iteration 54Q (73172.670000 sec): 3 clusters
  Score: Raw -362803.358766 + Penalty 2723.126329 = -360080.232437
  nChanged 4
		SP:Iteration 55Q (73172.760000 sec): 3 clusters
  Score: Raw -362804.501279 + Penalty 2723.126329 = -360081.374950
  nChanged 5
		SP:Iteration 56Q (73172.840000 sec): 3 clusters
  Score: Raw -362806.164648 + Penalty 2723.126329 = -360083.038319
  nChanged 7
		SP:Iteration 57Q (73172.930000 sec): 3 clusters
  Score: Raw -362807.814381 + Penalty 2723.126329 = -360084.688052
  nChanged 5
		SP:Iteration 58Q (73173.010000 sec): 3 clusters
  Score: Raw -362809.297036 + Penalty 2723.126329 = -360086.170707
  nChanged 4
		SP:Iteration 59Q (73173.100000 sec): 3 clusters
  Score: Raw -362810.122247 + Penalty 2723.126329 = -360086.995918
  nChanged 2
		SP:Iteration 60F (73173.180000 sec): 3 clusters
  Score: Raw -362810.812481 + Penalty 2723.126329 = -360087.686153
  nChanged 3
		SP:Iteration 61Q (73173.260000 sec): 3 clusters
  Score: Raw -362811.953817 + Penalty 2723.126329 = -360088.827489
  nChanged 6
		SP:Iteration 62Q (73173.350000 sec): 3 clusters
  Score: Raw -362814.279140 + Penalty 2723.126329 = -360091.152811
  nChanged 5
		SP:Iteration 63Q (73173.440000 sec): 3 clusters
  Score: Raw -362815.918791 + Penalty 2723.126329 = -360092.792462
  nChanged 5
		SP:Iteration 64Q (73173.520000 sec): 3 clusters
  Score: Raw -362817.570047 + Penalty 2723.126329 = -360094.443719
  nChanged 5
		SP:Iteration 65Q (73173.610000 sec): 3 clusters
  Score: Raw -362819.472705 + Penalty 2723.126329 = -360096.346376
  nChanged 2
		SP:Iteration 66Q (73173.700000 sec): 3 clusters
  Score: Raw -362819.835570 + Penalty 2723.126329 = -360096.709242
  nChanged 2
		SP:Iteration 67Q (73173.780000 sec): 3 clusters
  Score: Raw -362820.633515 + Penalty 2723.126329 = -360097.507187
  nChanged 2
		SP:Iteration 68Q (73173.870000 sec): 3 clusters
  Score: Raw -362821.386236 + Penalty 2723.126329 = -360098.259907
  nChanged 1
		SP:Iteration 69Q (73173.950000 sec): 3 clusters
  Score: Raw -362822.115771 + Penalty 2723.126329 = -360098.989442
  nChanged 5
		SP:Iteration 70Q (73174.040000 sec): 3 clusters
  Score: Raw -362823.956645 + Penalty 2723.126329 = -360100.830316
  nChanged 3
		SP:Iteration 71Q (73174.120000 sec): 3 clusters
  Score: Raw -362824.573449 + Penalty 2723.126329 = -360101.447120
  nChanged 0
		SP:Iteration 72F (73174.210000 sec): 3 clusters
  Score: Raw -362824.573449 + Penalty 2723.126329 = -360101.447120
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 104 (2088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73174.270000 sec): 2 clusters
  Score: Raw -168854.175064 + Penalty 1242.143817 = -167612.031247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73174.320000 sec): 3 clusters
  Score: Raw -167940.230469 + Penalty 2484.287633 = -165455.942835
  nChanged 772
		SP:Iteration 1F (73174.360000 sec): 3 clusters
  Score: Raw -168577.215355 + Penalty 2484.287633 = -166092.927721
  nChanged 185
		SP:Iteration 2F (73174.400000 sec): 3 clusters
  Score: Raw -168729.111023 + Penalty 2484.287633 = -166244.823390
  nChanged 92
		SP:Iteration 3Q (73174.440000 sec): 3 clusters
  Score: Raw -168809.460587 + Penalty 2484.287633 = -166325.172953
  nChanged 80
		SP:Iteration 4Q (73174.490000 sec): 3 clusters
  Score: Raw -168872.287970 + Penalty 2484.287633 = -166388.000337
  nChanged 58
		SP:Iteration 5Q (73174.530000 sec): 3 clusters
  Score: Raw -168912.669181 + Penalty 2484.287633 = -166428.381547
  nChanged 48
		SP:Iteration 6Q (73174.570000 sec): 3 clusters
  Score: Raw -168952.784003 + Penalty 2484.287633 = -166468.496369
  nChanged 41
		SP:Iteration 7Q (73174.620000 sec): 3 clusters
  Score: Raw -168981.495143 + Penalty 2484.287633 = -166497.207509
  nChanged 31
		SP:Iteration 8Q (73174.660000 sec): 3 clusters
  Score: Raw -169002.291619 + Penalty 2484.287633 = -166518.003985
  nChanged 28
		SP:Iteration 9Q (73174.700000 sec): 3 clusters
  Score: Raw -169023.852199 + Penalty 2484.287633 = -166539.564566
  nChanged 28
		SP:Iteration 10Q (73174.740000 sec): 3 clusters
  Score: Raw -169046.607208 + Penalty 2484.287633 = -166562.319574
  nChanged 26
		SP:Iteration 11Q (73174.790000 sec): 3 clusters
  Score: Raw -169063.976607 + Penalty 2484.287633 = -166579.688973
  nChanged 17
		SP:Iteration 12Q (73174.830000 sec): 3 clusters
  Score: Raw -169074.663985 + Penalty 2484.287633 = -166590.376351
  nChanged 19
		SP:Iteration 13Q (73174.870000 sec): 3 clusters
  Score: Raw -169084.934753 + Penalty 2484.287633 = -166600.647120
  nChanged 13
		SP:Iteration 14Q (73174.920000 sec): 3 clusters
  Score: Raw -169091.166735 + Penalty 2484.287633 = -166606.879101
  nChanged 13
		SP:Iteration 15Q (73174.960000 sec): 3 clusters
  Score: Raw -169099.641309 + Penalty 2484.287633 = -166615.353675
  nChanged 20
		SP:Iteration 16Q (73175.000000 sec): 3 clusters
  Score: Raw -169109.297464 + Penalty 2484.287633 = -166625.009830
  nChanged 19
		SP:Iteration 17Q (73175.040000 sec): 3 clusters
  Score: Raw -169121.238462 + Penalty 2484.287633 = -166636.950828
  nChanged 24
		SP:Iteration 18Q (73175.080000 sec): 3 clusters
  Score: Raw -169134.447261 + Penalty 2484.287633 = -166650.159627
  nChanged 16
		SP:Iteration 19Q (73175.130000 sec): 3 clusters
  Score: Raw -169143.372617 + Penalty 2484.287633 = -166659.084984
  nChanged 20
		SP:Iteration 20F (73175.170000 sec): 3 clusters
  Score: Raw -169158.690241 + Penalty 2484.287633 = -166674.402607
  nChanged 21
		SP:Iteration 21Q (73175.210000 sec): 3 clusters
  Score: Raw -169172.540546 + Penalty 2484.287633 = -166688.252913
  nChanged 15
		SP:Iteration 22Q (73175.260000 sec): 3 clusters
  Score: Raw -169179.849499 + Penalty 2484.287633 = -166695.561865
  nChanged 11
		SP:Iteration 23Q (73175.300000 sec): 3 clusters
  Score: Raw -169185.289258 + Penalty 2484.287633 = -166701.001624
  nChanged 8
		SP:Iteration 24Q (73175.340000 sec): 3 clusters
  Score: Raw -169189.090767 + Penalty 2484.287633 = -166704.803133
  nChanged 6
		SP:Iteration 25Q (73175.380000 sec): 3 clusters
  Score: Raw -169191.743079 + Penalty 2484.287633 = -166707.455446
  nChanged 3
		SP:Iteration 26Q (73175.420000 sec): 3 clusters
  Score: Raw -169193.316982 + Penalty 2484.287633 = -166709.029348
  nChanged 5
		SP:Iteration 27Q (73175.470000 sec): 3 clusters
  Score: Raw -169196.072796 + Penalty 2484.287633 = -166711.785163
  nChanged 4
		SP:Iteration 28Q (73175.510000 sec): 3 clusters
  Score: Raw -169198.213098 + Penalty 2484.287633 = -166713.925465
  nChanged 5
		SP:Iteration 29Q (73175.550000 sec): 3 clusters
  Score: Raw -169199.871129 + Penalty 2484.287633 = -166715.583496
  nChanged 0
		SP:Iteration 30F (73175.600000 sec): 3 clusters
  Score: Raw -169199.871129 + Penalty 2484.287633 = -166715.583496
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 105 (2238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73175.700000 sec): 2 clusters
  Score: Raw -189773.445299 + Penalty 1253.417407 = -188520.027892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73175.870000 sec): 3 clusters
  Score: Raw -188828.279078 + Penalty 2506.834814 = -186321.444264
  nChanged 801
		SP:Iteration 1F (73176.050000 sec): 3 clusters
  Score: Raw -189462.479157 + Penalty 2506.834814 = -186955.644343
  nChanged 225
		SP:Iteration 2F (73176.220000 sec): 3 clusters
  Score: Raw -189736.773312 + Penalty 2506.834814 = -187229.938498
  nChanged 177
		SP:Iteration 3F (73176.400000 sec): 3 clusters
  Score: Raw -189968.635159 + Penalty 2506.834814 = -187461.800345
  nChanged 120
		SP:Iteration 4F (73176.580000 sec): 3 clusters
  Score: Raw -190077.181784 + Penalty 2506.834814 = -187570.346970
  nChanged 59
		SP:Iteration 5Q (73176.750000 sec): 3 clusters
  Score: Raw -190117.456848 + Penalty 2506.834814 = -187610.622034
  nChanged 38
		SP:Iteration 6Q (73176.930000 sec): 3 clusters
  Score: Raw -190138.501443 + Penalty 2506.834814 = -187631.666629
  nChanged 24
		SP:Iteration 7Q (73177.100000 sec): 3 clusters
  Score: Raw -190151.093952 + Penalty 2506.834814 = -187644.259138
  nChanged 18
		SP:Iteration 8Q (73177.280000 sec): 3 clusters
  Score: Raw -190159.641363 + Penalty 2506.834814 = -187652.806549
  nChanged 13
		SP:Iteration 9Q (73177.450000 sec): 3 clusters
  Score: Raw -190165.549032 + Penalty 2506.834814 = -187658.714218
  nChanged 10
		SP:Iteration 10Q (73177.630000 sec): 3 clusters
  Score: Raw -190170.655545 + Penalty 2506.834814 = -187663.820732
  nChanged 7
		SP:Iteration 11Q (73177.800000 sec): 3 clusters
  Score: Raw -190173.184188 + Penalty 2506.834814 = -187666.349374
  nChanged 5
		SP:Iteration 12Q (73177.980000 sec): 3 clusters
  Score: Raw -190175.217306 + Penalty 2506.834814 = -187668.382492
  nChanged 2
		SP:Iteration 13Q (73178.160000 sec): 3 clusters
  Score: Raw -190176.595045 + Penalty 2506.834814 = -187669.760231
  nChanged 3
		SP:Iteration 14Q (73178.330000 sec): 3 clusters
  Score: Raw -190177.806001 + Penalty 2506.834814 = -187670.971188
  nChanged 1
		SP:Iteration 15Q (73178.510000 sec): 3 clusters
  Score: Raw -190178.206582 + Penalty 2506.834814 = -187671.371768
  nChanged 1
		SP:Iteration 16Q (73178.680000 sec): 3 clusters
  Score: Raw -190178.800847 + Penalty 2506.834814 = -187671.966033
  nChanged 1
		SP:Iteration 17Q (73178.860000 sec): 3 clusters
  Score: Raw -190179.162880 + Penalty 2506.834814 = -187672.328066
  nChanged 1
		SP:Iteration 18Q (73179.040000 sec): 3 clusters
  Score: Raw -190179.439593 + Penalty 2506.834814 = -187672.604779
  nChanged 2
		SP:Iteration 19Q (73179.210000 sec): 3 clusters
  Score: Raw -190180.022327 + Penalty 2506.834814 = -187673.187514
  nChanged 2
		SP:Iteration 20F (73179.390000 sec): 3 clusters
  Score: Raw -190180.409985 + Penalty 2506.834814 = -187673.575171
  nChanged 2
		SP:Iteration 21Q (73179.560000 sec): 3 clusters
  Score: Raw -190181.070543 + Penalty 2506.834814 = -187674.235729
  nChanged 4
		SP:Iteration 22Q (73179.740000 sec): 3 clusters
  Score: Raw -190182.517587 + Penalty 2506.834814 = -187675.682773
  nChanged 4
		SP:Iteration 23Q (73179.920000 sec): 3 clusters
  Score: Raw -190183.468580 + Penalty 2506.834814 = -187676.633766
  nChanged 3
		SP:Iteration 24Q (73180.090000 sec): 3 clusters
  Score: Raw -190184.714235 + Penalty 2506.834814 = -187677.879421
  nChanged 4
		SP:Iteration 25Q (73180.270000 sec): 3 clusters
  Score: Raw -190186.703349 + Penalty 2506.834814 = -187679.868535
  nChanged 5
		SP:Iteration 26Q (73180.330000 sec): 3 clusters
  Score: Raw -190189.660004 + Penalty 2506.834814 = -187682.825190
  nChanged 6
		SP:Iteration 27Q (73180.380000 sec): 3 clusters
  Score: Raw -190191.446842 + Penalty 2506.834814 = -187684.612028
  nChanged 3
		SP:Iteration 28Q (73180.430000 sec): 3 clusters
  Score: Raw -190192.371589 + Penalty 2506.834814 = -187685.536775
  nChanged 3
		SP:Iteration 29Q (73180.470000 sec): 3 clusters
  Score: Raw -190193.420838 + Penalty 2506.834814 = -187686.586024
  nChanged 3
		SP:Iteration 30Q (73180.510000 sec): 3 clusters
  Score: Raw -190194.345819 + Penalty 2506.834814 = -187687.511006
  nChanged 2
		SP:Iteration 31Q (73180.560000 sec): 3 clusters
  Score: Raw -190194.967242 + Penalty 2506.834814 = -187688.132428
  nChanged 3
		SP:Iteration 32Q (73180.600000 sec): 3 clusters
  Score: Raw -190195.665393 + Penalty 2506.834814 = -187688.830580
  nChanged 1
		SP:Iteration 33Q (73180.650000 sec): 3 clusters
  Score: Raw -190195.972571 + Penalty 2506.834814 = -187689.137757
  nChanged 4
		SP:Iteration 34Q (73180.690000 sec): 3 clusters
  Score: Raw -190197.304526 + Penalty 2506.834814 = -187690.469712
  nChanged 4
		SP:Iteration 35Q (73180.730000 sec): 3 clusters
  Score: Raw -190199.209336 + Penalty 2506.834814 = -187692.374522
  nChanged 3
		SP:Iteration 36Q (73180.780000 sec): 3 clusters
  Score: Raw -190199.949345 + Penalty 2506.834814 = -187693.114531
  nChanged 0
		SP:Iteration 37F (73180.830000 sec): 3 clusters
  Score: Raw -190199.949345 + Penalty 2506.834814 = -187693.114531
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 106 (8837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73180.960000 sec): 2 clusters
  Score: Raw -836165.788010 + Penalty 1476.589194 = -834689.198816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73181.180000 sec): 3 clusters
  Score: Raw -831267.491366 + Penalty 2953.178388 = -828314.312978
  nChanged 3777
		SP:Iteration 1F (73181.390000 sec): 3 clusters
  Score: Raw -833381.782466 + Penalty 2953.178388 = -830428.604078
  nChanged 603
		SP:Iteration 2F (73181.530000 sec): 3 clusters
  Score: Raw -833712.896019 + Penalty 2953.178388 = -830759.717631
  nChanged 546
		SP:Iteration 3F (73181.750000 sec): 3 clusters
  Score: Raw -834066.169430 + Penalty 2953.178388 = -831112.991042
  nChanged 605
		SP:Iteration 4F (73181.870000 sec): 3 clusters
  Score: Raw -834485.811689 + Penalty 2953.178388 = -831532.633301
  nChanged 593
		SP:Iteration 5F (73182.040000 sec): 3 clusters
  Score: Raw -834892.209665 + Penalty 2953.178388 = -831939.031277
  nChanged 522
		SP:Iteration 6F (73182.190000 sec): 3 clusters
  Score: Raw -835220.802838 + Penalty 2953.178388 = -832267.624450
  nChanged 422
		SP:Iteration 7Q (73182.370000 sec): 3 clusters
  Score: Raw -835458.381030 + Penalty 2953.178388 = -832505.202643
  nChanged 276
		SP:Iteration 8Q (73182.570000 sec): 3 clusters
  Score: Raw -835592.362639 + Penalty 2953.178388 = -832639.184251
  nChanged 232
		SP:Iteration 9Q (73182.760000 sec): 3 clusters
  Score: Raw -835699.216330 + Penalty 2953.178388 = -832746.037943
  nChanged 188
		SP:Iteration 10Q (73182.950000 sec): 3 clusters
  Score: Raw -835783.553514 + Penalty 2953.178388 = -832830.375126
  nChanged 158
		SP:Iteration 11Q (73183.140000 sec): 3 clusters
  Score: Raw -835857.915562 + Penalty 2953.178388 = -832904.737174
  nChanged 150
		SP:Iteration 12Q (73183.330000 sec): 3 clusters
  Score: Raw -835938.333371 + Penalty 2953.178388 = -832985.154983
  nChanged 138
		SP:Iteration 13Q (73183.530000 sec): 3 clusters
  Score: Raw -836014.893294 + Penalty 2953.178388 = -833061.714906
  nChanged 96
		SP:Iteration 14Q (73183.720000 sec): 3 clusters
  Score: Raw -836054.385873 + Penalty 2953.178388 = -833101.207485
  nChanged 77
		SP:Iteration 15Q (73183.950000 sec): 3 clusters
  Score: Raw -836089.605214 + Penalty 2953.178388 = -833136.426826
  nChanged 72
		SP:Iteration 16Q (73184.190000 sec): 3 clusters
  Score: Raw -836127.204137 + Penalty 2953.178388 = -833174.025749
  nChanged 56
		SP:Iteration 17Q (73184.380000 sec): 3 clusters
  Score: Raw -836157.464348 + Penalty 2953.178388 = -833204.285960
  nChanged 55
		SP:Iteration 18Q (73184.570000 sec): 3 clusters
  Score: Raw -836187.172013 + Penalty 2953.178388 = -833233.993626
  nChanged 47
		SP:Iteration 19Q (73184.760000 sec): 3 clusters
  Score: Raw -836213.638951 + Penalty 2953.178388 = -833260.460563
  nChanged 46
		SP:Iteration 20F (73184.950000 sec): 3 clusters
  Score: Raw -836238.187152 + Penalty 2953.178388 = -833285.008764
  nChanged 31
		SP:Iteration 21Q (73185.140000 sec): 3 clusters
  Score: Raw -836251.521998 + Penalty 2953.178388 = -833298.343610
  nChanged 17
		SP:Iteration 22Q (73185.380000 sec): 3 clusters
  Score: Raw -836258.611972 + Penalty 2953.178388 = -833305.433584
  nChanged 19
		SP:Iteration 23Q (73185.570000 sec): 3 clusters
  Score: Raw -836265.740615 + Penalty 2953.178388 = -833312.562227
  nChanged 20
		SP:Iteration 24Q (73185.810000 sec): 3 clusters
  Score: Raw -836275.335760 + Penalty 2953.178388 = -833322.157372
  nChanged 16
		SP:Iteration 25Q (73186.000000 sec): 3 clusters
  Score: Raw -836282.693254 + Penalty 2953.178388 = -833329.514866
  nChanged 21
		SP:Iteration 26Q (73186.240000 sec): 3 clusters
  Score: Raw -836293.182062 + Penalty 2953.178388 = -833340.003674
  nChanged 20
		SP:Iteration 27Q (73186.430000 sec): 3 clusters
  Score: Raw -836304.674998 + Penalty 2953.178388 = -833351.496610
  nChanged 16
		SP:Iteration 28Q (73186.620000 sec): 3 clusters
  Score: Raw -836315.039141 + Penalty 2953.178388 = -833361.860753
  nChanged 29
		SP:Iteration 29Q (73186.810000 sec): 3 clusters
  Score: Raw -836337.547849 + Penalty 2953.178388 = -833384.369461
  nChanged 31
		SP:Iteration 30Q (73187.000000 sec): 3 clusters
  Score: Raw -836357.341463 + Penalty 2953.178388 = -833404.163075
  nChanged 36
		SP:Iteration 31Q (73187.190000 sec): 3 clusters
  Score: Raw -836379.638750 + Penalty 2953.178388 = -833426.460362
  nChanged 23
		SP:Iteration 32Q (73187.390000 sec): 3 clusters
  Score: Raw -836390.900231 + Penalty 2953.178388 = -833437.721843
  nChanged 14
		SP:Iteration 33Q (73187.660000 sec): 3 clusters
  Score: Raw -836397.801586 + Penalty 2953.178388 = -833444.623198
  nChanged 12
		SP:Iteration 34Q (73187.850000 sec): 3 clusters
  Score: Raw -836404.071854 + Penalty 2953.178388 = -833450.893466
  nChanged 13
		SP:Iteration 35Q (73188.040000 sec): 3 clusters
  Score: Raw -836411.480306 + Penalty 2953.178388 = -833458.301918
  nChanged 14
		SP:Iteration 36Q (73188.230000 sec): 3 clusters
  Score: Raw -836418.898371 + Penalty 2953.178388 = -833465.719983
  nChanged 13
		SP:Iteration 37Q (73188.430000 sec): 3 clusters
  Score: Raw -836426.918940 + Penalty 2953.178388 = -833473.740552
  nChanged 13
		SP:Iteration 38Q (73188.620000 sec): 3 clusters
  Score: Raw -836436.023585 + Penalty 2953.178388 = -833482.845198
  nChanged 13
		SP:Iteration 39Q (73188.860000 sec): 3 clusters
  Score: Raw -836444.167604 + Penalty 2953.178388 = -833490.989216
  nChanged 15
		SP:Iteration 40F (73189.050000 sec): 3 clusters
  Score: Raw -836451.855888 + Penalty 2953.178388 = -833498.677501
  nChanged 9
		SP:Iteration 41Q (73189.240000 sec): 3 clusters
  Score: Raw -836458.088099 + Penalty 2953.178388 = -833504.909711
  nChanged 9
		SP:Iteration 42Q (73189.440000 sec): 3 clusters
  Score: Raw -836463.415446 + Penalty 2953.178388 = -833510.237059
  nChanged 3
		SP:Iteration 43Q (73189.670000 sec): 3 clusters
  Score: Raw -836466.089129 + Penalty 2953.178388 = -833512.910741
  nChanged 1
		SP:Iteration 44Q (73189.860000 sec): 3 clusters
  Score: Raw -836466.674916 + Penalty 2953.178388 = -833513.496528
  nChanged 1
		SP:Iteration 45Q (73190.050000 sec): 3 clusters
  Score: Raw -836467.192672 + Penalty 2953.178388 = -833514.014285
  nChanged 2
		SP:Iteration 46Q (73190.290000 sec): 3 clusters
  Score: Raw -836468.342104 + Penalty 2953.178388 = -833515.163716
  nChanged 1
		SP:Iteration 47Q (73190.560000 sec): 3 clusters
  Score: Raw -836469.139231 + Penalty 2953.178388 = -833515.960843
  nChanged 3
		SP:Iteration 48Q (73190.710000 sec): 3 clusters
  Score: Raw -836470.892390 + Penalty 2953.178388 = -833517.714002
  nChanged 2
		SP:Iteration 49Q (73190.900000 sec): 3 clusters
  Score: Raw -836472.476486 + Penalty 2953.178388 = -833519.298098
  nChanged 2
		SP:Iteration 50Q (73191.100000 sec): 3 clusters
  Score: Raw -836473.243408 + Penalty 2953.178388 = -833520.065021
  nChanged 0
		SP:Iteration 51F (73191.320000 sec): 3 clusters
  Score: Raw -836473.243408 + Penalty 2953.178388 = -833520.065021
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 107 (7162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73191.450000 sec): 2 clusters
  Score: Raw -643681.403252 + Penalty 1442.438489 = -642238.964762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73191.650000 sec): 3 clusters
  Score: Raw -639708.616225 + Penalty 2884.876979 = -636823.739246
  nChanged 3021
		SP:Iteration 1F (73191.810000 sec): 3 clusters
  Score: Raw -641650.910667 + Penalty 2884.876979 = -638766.033689
  nChanged 667
		SP:Iteration 2F (73192.010000 sec): 3 clusters
  Score: Raw -642209.678891 + Penalty 2884.876979 = -639324.801912
  nChanged 579
		SP:Iteration 3F (73192.240000 sec): 3 clusters
  Score: Raw -642646.979555 + Penalty 2884.876979 = -639762.102577
  nChanged 449
		SP:Iteration 4F (73192.360000 sec): 3 clusters
  Score: Raw -642914.534295 + Penalty 2884.876979 = -640029.657316
  nChanged 336
		SP:Iteration 5Q (73192.480000 sec): 3 clusters
  Score: Raw -643087.487916 + Penalty 2884.876979 = -640202.610937
  nChanged 247
		SP:Iteration 6Q (73192.590000 sec): 3 clusters
  Score: Raw -643203.674319 + Penalty 2884.876979 = -640318.797340
  nChanged 204
		SP:Iteration 7Q (73192.790000 sec): 3 clusters
  Score: Raw -643282.717877 + Penalty 2884.876979 = -640397.840898
  nChanged 143
		SP:Iteration 8Q (73192.900000 sec): 3 clusters
  Score: Raw -643338.592571 + Penalty 2884.876979 = -640453.715592
  nChanged 131
		SP:Iteration 9Q (73193.120000 sec): 3 clusters
  Score: Raw -643382.816655 + Penalty 2884.876979 = -640497.939676
  nChanged 107
		SP:Iteration 10Q (73193.280000 sec): 3 clusters
  Score: Raw -643416.324617 + Penalty 2884.876979 = -640531.447638
  nChanged 103
		SP:Iteration 11Q (73193.500000 sec): 3 clusters
  Score: Raw -643448.627311 + Penalty 2884.876979 = -640563.750332
  nChanged 102
		SP:Iteration 12Q (73193.720000 sec): 3 clusters
  Score: Raw -643477.419330 + Penalty 2884.876979 = -640592.542351
  nChanged 102
		SP:Iteration 13Q (73193.930000 sec): 3 clusters
  Score: Raw -643504.428028 + Penalty 2884.876979 = -640619.551049
  nChanged 78
		SP:Iteration 14Q (73194.140000 sec): 3 clusters
  Score: Raw -643526.252189 + Penalty 2884.876979 = -640641.375211
  nChanged 75
		SP:Iteration 15Q (73194.340000 sec): 3 clusters
  Score: Raw -643544.758600 + Penalty 2884.876979 = -640659.881621
  nChanged 63
		SP:Iteration 16Q (73194.460000 sec): 3 clusters
  Score: Raw -643557.721908 + Penalty 2884.876979 = -640672.844929
  nChanged 51
		SP:Iteration 17Q (73194.590000 sec): 3 clusters
  Score: Raw -643567.705509 + Penalty 2884.876979 = -640682.828530
  nChanged 41
		SP:Iteration 18Q (73194.790000 sec): 3 clusters
  Score: Raw -643574.402156 + Penalty 2884.876979 = -640689.525178
  nChanged 38
		SP:Iteration 19Q (73194.990000 sec): 3 clusters
  Score: Raw -643581.250225 + Penalty 2884.876979 = -640696.373246
  nChanged 35
		SP:Iteration 20F (73195.200000 sec): 3 clusters
  Score: Raw -643588.290534 + Penalty 2884.876979 = -640703.413555
  nChanged 32
		SP:Iteration 21Q (73195.320000 sec): 3 clusters
  Score: Raw -643595.622532 + Penalty 2884.876979 = -640710.745553
  nChanged 29
		SP:Iteration 22Q (73195.540000 sec): 3 clusters
  Score: Raw -643602.179193 + Penalty 2884.876979 = -640717.302214
  nChanged 35
		SP:Iteration 23Q (73195.740000 sec): 3 clusters
  Score: Raw -643610.363938 + Penalty 2884.876979 = -640725.486959
  nChanged 50
		SP:Iteration 24Q (73195.940000 sec): 3 clusters
  Score: Raw -643621.636169 + Penalty 2884.876979 = -640736.759190
  nChanged 58
		SP:Iteration 25Q (73196.140000 sec): 3 clusters
  Score: Raw -643632.978212 + Penalty 2884.876979 = -640748.101233
  nChanged 55
		SP:Iteration 26Q (73196.250000 sec): 3 clusters
  Score: Raw -643644.636533 + Penalty 2884.876979 = -640759.759555
  nChanged 53
		SP:Iteration 27Q (73196.460000 sec): 3 clusters
  Score: Raw -643653.803757 + Penalty 2884.876979 = -640768.926778
  nChanged 37
		SP:Iteration 28Q (73196.660000 sec): 3 clusters
  Score: Raw -643662.807682 + Penalty 2884.876979 = -640777.930703
  nChanged 39
		SP:Iteration 29Q (73196.860000 sec): 3 clusters
  Score: Raw -643672.182531 + Penalty 2884.876979 = -640787.305552
  nChanged 54
		SP:Iteration 30Q (73197.060000 sec): 3 clusters
  Score: Raw -643683.947492 + Penalty 2884.876979 = -640799.070513
  nChanged 40
		SP:Iteration 31Q (73197.260000 sec): 3 clusters
  Score: Raw -643692.265220 + Penalty 2884.876979 = -640807.388241
  nChanged 37
		SP:Iteration 32Q (73197.460000 sec): 3 clusters
  Score: Raw -643698.915531 + Penalty 2884.876979 = -640814.038552
  nChanged 28
		SP:Iteration 33Q (73197.670000 sec): 3 clusters
  Score: Raw -643702.415015 + Penalty 2884.876979 = -640817.538036
  nChanged 23
		SP:Iteration 34Q (73197.870000 sec): 3 clusters
  Score: Raw -643705.473581 + Penalty 2884.876979 = -640820.596603
  nChanged 18
		SP:Iteration 35Q (73198.070000 sec): 3 clusters
  Score: Raw -643707.420622 + Penalty 2884.876979 = -640822.543643
  nChanged 16
		SP:Iteration 36Q (73198.190000 sec): 3 clusters
  Score: Raw -643711.262364 + Penalty 2884.876979 = -640826.385385
  nChanged 22
		SP:Iteration 37Q (73198.400000 sec): 3 clusters
  Score: Raw -643714.931612 + Penalty 2884.876979 = -640830.054633
  nChanged 29
		SP:Iteration 38Q (73198.600000 sec): 3 clusters
  Score: Raw -643718.876918 + Penalty 2884.876979 = -640833.999939
  nChanged 19
		SP:Iteration 39Q (73198.720000 sec): 3 clusters
  Score: Raw -643722.805907 + Penalty 2884.876979 = -640837.928928
  nChanged 25
		SP:Iteration 40F (73198.910000 sec): 3 clusters
  Score: Raw -643729.604339 + Penalty 2884.876979 = -640844.727360
  nChanged 25
		SP:Iteration 41Q (73199.030000 sec): 3 clusters
  Score: Raw -643734.930839 + Penalty 2884.876979 = -640850.053860
  nChanged 32
		SP:Iteration 42Q (73199.250000 sec): 3 clusters
  Score: Raw -643742.656846 + Penalty 2884.876979 = -640857.779867
  nChanged 33
		SP:Iteration 43Q (73199.410000 sec): 3 clusters
  Score: Raw -643748.810711 + Penalty 2884.876979 = -640863.933732
  nChanged 28
		SP:Iteration 44Q (73199.620000 sec): 3 clusters
  Score: Raw -643753.485722 + Penalty 2884.876979 = -640868.608743
  nChanged 21
		SP:Iteration 45Q (73199.840000 sec): 3 clusters
  Score: Raw -643756.863446 + Penalty 2884.876979 = -640871.986467
  nChanged 23
		SP:Iteration 46Q (73200.050000 sec): 3 clusters
  Score: Raw -643760.440282 + Penalty 2884.876979 = -640875.563303
  nChanged 19
		SP:Iteration 47Q (73200.250000 sec): 3 clusters
  Score: Raw -643763.032869 + Penalty 2884.876979 = -640878.155890
  nChanged 14
		SP:Iteration 48Q (73200.450000 sec): 3 clusters
  Score: Raw -643765.232040 + Penalty 2884.876979 = -640880.355061
  nChanged 14
		SP:Iteration 49Q (73200.660000 sec): 3 clusters
  Score: Raw -643766.896268 + Penalty 2884.876979 = -640882.019289
  nChanged 9
		SP:Iteration 50Q (73200.860000 sec): 3 clusters
  Score: Raw -643768.033393 + Penalty 2884.876979 = -640883.156414
  nChanged 13
		SP:Iteration 51Q (73201.060000 sec): 3 clusters
  Score: Raw -643770.016606 + Penalty 2884.876979 = -640885.139627
  nChanged 20
		SP:Iteration 52Q (73201.260000 sec): 3 clusters
  Score: Raw -643773.495989 + Penalty 2884.876979 = -640888.619010
  nChanged 13
		SP:Iteration 53Q (73201.480000 sec): 3 clusters
  Score: Raw -643775.791483 + Penalty 2884.876979 = -640890.914504
  nChanged 13
		SP:Iteration 54Q (73201.700000 sec): 3 clusters
  Score: Raw -643778.598525 + Penalty 2884.876979 = -640893.721547
  nChanged 23
		SP:Iteration 55Q (73201.910000 sec): 3 clusters
  Score: Raw -643782.512690 + Penalty 2884.876979 = -640897.635711
  nChanged 23
		SP:Iteration 56Q (73202.130000 sec): 3 clusters
  Score: Raw -643786.611128 + Penalty 2884.876979 = -640901.734149
  nChanged 17
		SP:Iteration 57Q (73202.250000 sec): 3 clusters
  Score: Raw -643788.813168 + Penalty 2884.876979 = -640903.936189
  nChanged 10
		SP:Iteration 58Q (73202.470000 sec): 3 clusters
  Score: Raw -643790.103952 + Penalty 2884.876979 = -640905.226973
  nChanged 15
		SP:Iteration 59Q (73202.670000 sec): 3 clusters
  Score: Raw -643793.029164 + Penalty 2884.876979 = -640908.152185
  nChanged 15
		SP:Iteration 60F (73202.870000 sec): 3 clusters
  Score: Raw -643795.796913 + Penalty 2884.876979 = -640910.919934
  nChanged 17
		SP:Iteration 61Q (73202.980000 sec): 3 clusters
  Score: Raw -643798.619057 + Penalty 2884.876979 = -640913.742078
  nChanged 17
		SP:Iteration 62Q (73203.090000 sec): 3 clusters
  Score: Raw -643800.782095 + Penalty 2884.876979 = -640915.905116
  nChanged 9
		SP:Iteration 63Q (73203.210000 sec): 3 clusters
  Score: Raw -643801.864426 + Penalty 2884.876979 = -640916.987447
  nChanged 9
		SP:Iteration 64Q (73203.320000 sec): 3 clusters
  Score: Raw -643803.267901 + Penalty 2884.876979 = -640918.390923
  nChanged 13
		SP:Iteration 65Q (73203.440000 sec): 3 clusters
  Score: Raw -643805.435846 + Penalty 2884.876979 = -640920.558867
  nChanged 14
		SP:Iteration 66Q (73203.670000 sec): 3 clusters
  Score: Raw -643808.135308 + Penalty 2884.876979 = -640923.258329
  nChanged 17
		SP:Iteration 67Q (73203.830000 sec): 3 clusters
  Score: Raw -643810.803492 + Penalty 2884.876979 = -640925.926513
  nChanged 12
		SP:Iteration 68Q (73204.030000 sec): 3 clusters
  Score: Raw -643813.484664 + Penalty 2884.876979 = -640928.607685
  nChanged 20
		SP:Iteration 69Q (73204.230000 sec): 3 clusters
  Score: Raw -643818.324656 + Penalty 2884.876979 = -640933.447677
  nChanged 18
		SP:Iteration 70Q (73204.430000 sec): 3 clusters
  Score: Raw -643822.344456 + Penalty 2884.876979 = -640937.467477
  nChanged 16
		SP:Iteration 71Q (73204.630000 sec): 3 clusters
  Score: Raw -643825.738548 + Penalty 2884.876979 = -640940.861569
  nChanged 21
		SP:Iteration 72Q (73204.830000 sec): 3 clusters
  Score: Raw -643830.220906 + Penalty 2884.876979 = -640945.343927
  nChanged 23
		SP:Iteration 73Q (73205.070000 sec): 3 clusters
  Score: Raw -643835.808312 + Penalty 2884.876979 = -640950.931333
  nChanged 25
		SP:Iteration 74Q (73205.280000 sec): 3 clusters
  Score: Raw -643841.039021 + Penalty 2884.876979 = -640956.162042
  nChanged 18
		SP:Iteration 75Q (73205.480000 sec): 3 clusters
  Score: Raw -643845.770046 + Penalty 2884.876979 = -640960.893067
  nChanged 19
		SP:Iteration 76Q (73205.730000 sec): 3 clusters
  Score: Raw -643850.063773 + Penalty 2884.876979 = -640965.186794
  nChanged 17
		SP:Iteration 77Q (73205.880000 sec): 3 clusters
  Score: Raw -643853.099813 + Penalty 2884.876979 = -640968.222834
  nChanged 15
		SP:Iteration 78Q (73206.000000 sec): 3 clusters
  Score: Raw -643856.553035 + Penalty 2884.876979 = -640971.676056
  nChanged 23
		SP:Iteration 79Q (73206.130000 sec): 3 clusters
  Score: Raw -643861.317817 + Penalty 2884.876979 = -640976.440838
  nChanged 25
		SP:Iteration 80F (73206.330000 sec): 3 clusters
  Score: Raw -643866.394547 + Penalty 2884.876979 = -640981.517568
  nChanged 19
		SP:Iteration 81Q (73206.540000 sec): 3 clusters
  Score: Raw -643869.890238 + Penalty 2884.876979 = -640985.013259
  nChanged 22
		SP:Iteration 82Q (73206.740000 sec): 3 clusters
  Score: Raw -643874.591215 + Penalty 2884.876979 = -640989.714236
  nChanged 26
		SP:Iteration 83Q (73206.940000 sec): 3 clusters
  Score: Raw -643878.838461 + Penalty 2884.876979 = -640993.961482
  nChanged 19
		SP:Iteration 84Q (73207.140000 sec): 3 clusters
  Score: Raw -643882.054349 + Penalty 2884.876979 = -640997.177370
  nChanged 9
		SP:Iteration 85Q (73207.340000 sec): 3 clusters
  Score: Raw -643883.364371 + Penalty 2884.876979 = -640998.487392
  nChanged 4
		SP:Iteration 86Q (73207.540000 sec): 3 clusters
  Score: Raw -643883.818897 + Penalty 2884.876979 = -640998.941918
  nChanged 3
		SP:Iteration 87Q (73207.750000 sec): 3 clusters
  Score: Raw -643884.381300 + Penalty 2884.876979 = -640999.504321
  nChanged 3
		SP:Iteration 88Q (73207.950000 sec): 3 clusters
  Score: Raw -643884.562045 + Penalty 2884.876979 = -640999.685066
  nChanged 2
		SP:Iteration 89Q (73208.150000 sec): 3 clusters
  Score: Raw -643884.758346 + Penalty 2884.876979 = -640999.881367
  nChanged 0
		SP:Iteration 90F (73208.350000 sec): 3 clusters
  Score: Raw -643884.758346 + Penalty 2884.876979 = -640999.881367
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 108 (10150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73208.520000 sec): 2 clusters
  Score: Raw -883429.480463 + Penalty 1499.099710 = -881930.380753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73208.800000 sec): 3 clusters
  Score: Raw -877732.978083 + Penalty 2998.199420 = -874734.778663
  nChanged 4341
		SP:Iteration 1F (73209.070000 sec): 3 clusters
  Score: Raw -880189.933270 + Penalty 2998.199420 = -877191.733850
  nChanged 730
		SP:Iteration 2F (73209.340000 sec): 3 clusters
  Score: Raw -880626.804467 + Penalty 2998.199420 = -877628.605047
  nChanged 633
		SP:Iteration 3F (73209.600000 sec): 3 clusters
  Score: Raw -881032.803850 + Penalty 2998.199420 = -878034.604430
  nChanged 611
		SP:Iteration 4F (73209.870000 sec): 3 clusters
  Score: Raw -881447.296695 + Penalty 2998.199420 = -878449.097275
  nChanged 601
		SP:Iteration 5F (73210.140000 sec): 3 clusters
  Score: Raw -881880.398407 + Penalty 2998.199420 = -878882.198987
  nChanged 523
		SP:Iteration 6F (73210.400000 sec): 3 clusters
  Score: Raw -882199.861985 + Penalty 2998.199420 = -879201.662565
  nChanged 438
		SP:Iteration 7Q (73210.670000 sec): 3 clusters
  Score: Raw -882452.114824 + Penalty 2998.199420 = -879453.915404
  nChanged 327
		SP:Iteration 8Q (73210.940000 sec): 3 clusters
  Score: Raw -882621.351919 + Penalty 2998.199420 = -879623.152499
  nChanged 307
		SP:Iteration 9Q (73211.200000 sec): 3 clusters
  Score: Raw -882769.899501 + Penalty 2998.199420 = -879771.700081
  nChanged 265
		SP:Iteration 10Q (73211.470000 sec): 3 clusters
  Score: Raw -882892.027593 + Penalty 2998.199420 = -879893.828173
  nChanged 232
		SP:Iteration 11Q (73211.740000 sec): 3 clusters
  Score: Raw -883006.958944 + Penalty 2998.199420 = -880008.759524
  nChanged 235
		SP:Iteration 12Q (73211.890000 sec): 3 clusters
  Score: Raw -883132.549561 + Penalty 2998.199420 = -880134.350141
  nChanged 221
		SP:Iteration 13Q (73212.210000 sec): 3 clusters
  Score: Raw -883248.580494 + Penalty 2998.199420 = -880250.381074
  nChanged 214
		SP:Iteration 14Q (73212.350000 sec): 3 clusters
  Score: Raw -883370.193136 + Penalty 2998.199420 = -880371.993716
  nChanged 176
		SP:Iteration 15Q (73212.570000 sec): 3 clusters
  Score: Raw -883435.636930 + Penalty 2998.199420 = -880437.437510
  nChanged 129
		SP:Iteration 16Q (73212.790000 sec): 3 clusters
  Score: Raw -883480.942984 + Penalty 2998.199420 = -880482.743564
  nChanged 122
		SP:Iteration 17Q (73213.020000 sec): 3 clusters
  Score: Raw -883527.058645 + Penalty 2998.199420 = -880528.859225
  nChanged 112
		SP:Iteration 18Q (73213.200000 sec): 3 clusters
  Score: Raw -883564.646331 + Penalty 2998.199420 = -880566.446911
  nChanged 113
		SP:Iteration 19Q (73213.430000 sec): 3 clusters
  Score: Raw -883601.573784 + Penalty 2998.199420 = -880603.374364
  nChanged 97
		SP:Iteration 20F (73213.650000 sec): 3 clusters
  Score: Raw -883635.062178 + Penalty 2998.199420 = -880636.862758
  nChanged 96
		SP:Iteration 21Q (73213.830000 sec): 3 clusters
  Score: Raw -883667.484955 + Penalty 2998.199420 = -880669.285535
  nChanged 94
		SP:Iteration 22Q (73214.060000 sec): 3 clusters
  Score: Raw -883695.748295 + Penalty 2998.199420 = -880697.548875
  nChanged 90
		SP:Iteration 23Q (73214.290000 sec): 3 clusters
  Score: Raw -883727.217721 + Penalty 2998.199420 = -880729.018301
  nChanged 92
		SP:Iteration 24Q (73214.510000 sec): 3 clusters
  Score: Raw -883758.717125 + Penalty 2998.199420 = -880760.517705
  nChanged 88
		SP:Iteration 25Q (73214.740000 sec): 3 clusters
  Score: Raw -883786.699526 + Penalty 2998.199420 = -880788.500106
  nChanged 79
		SP:Iteration 26Q (73214.970000 sec): 3 clusters
  Score: Raw -883816.531169 + Penalty 2998.199420 = -880818.331749
  nChanged 78
		SP:Iteration 27Q (73215.190000 sec): 3 clusters
  Score: Raw -883842.315913 + Penalty 2998.199420 = -880844.116493
  nChanged 67
		SP:Iteration 28Q (73215.420000 sec): 3 clusters
  Score: Raw -883862.474589 + Penalty 2998.199420 = -880864.275169
  nChanged 70
		SP:Iteration 29Q (73215.650000 sec): 3 clusters
  Score: Raw -883889.410958 + Penalty 2998.199420 = -880891.211538
  nChanged 75
		SP:Iteration 30Q (73215.880000 sec): 3 clusters
  Score: Raw -883921.239199 + Penalty 2998.199420 = -880923.039779
  nChanged 84
		SP:Iteration 31Q (73216.110000 sec): 3 clusters
  Score: Raw -883961.830015 + Penalty 2998.199420 = -880963.630595
  nChanged 91
		SP:Iteration 32Q (73216.330000 sec): 3 clusters
  Score: Raw -884009.637357 + Penalty 2998.199420 = -881011.437937
  nChanged 95
		SP:Iteration 33Q (73216.560000 sec): 3 clusters
  Score: Raw -884064.789062 + Penalty 2998.199420 = -881066.589642
  nChanged 98
		SP:Iteration 34Q (73216.790000 sec): 3 clusters
  Score: Raw -884115.570369 + Penalty 2998.199420 = -881117.370949
  nChanged 80
		SP:Iteration 35Q (73217.060000 sec): 3 clusters
  Score: Raw -884150.980051 + Penalty 2998.199420 = -881152.780631
  nChanged 74
		SP:Iteration 36Q (73217.280000 sec): 3 clusters
  Score: Raw -884179.983381 + Penalty 2998.199420 = -881181.783961
  nChanged 54
		SP:Iteration 37Q (73217.420000 sec): 3 clusters
  Score: Raw -884198.791694 + Penalty 2998.199420 = -881200.592274
  nChanged 49
		SP:Iteration 38Q (73217.660000 sec): 3 clusters
  Score: Raw -884218.756389 + Penalty 2998.199420 = -881220.556969
  nChanged 43
		SP:Iteration 39Q (73217.890000 sec): 3 clusters
  Score: Raw -884237.579064 + Penalty 2998.199420 = -881239.379644
  nChanged 44
		SP:Iteration 40F (73218.110000 sec): 3 clusters
  Score: Raw -884256.289806 + Penalty 2998.199420 = -881258.090386
  nChanged 45
		SP:Iteration 41Q (73218.290000 sec): 3 clusters
  Score: Raw -884274.039345 + Penalty 2998.199420 = -881275.839925
  nChanged 45
		SP:Iteration 42Q (73218.510000 sec): 3 clusters
  Score: Raw -884288.829697 + Penalty 2998.199420 = -881290.630277
  nChanged 35
		SP:Iteration 43Q (73218.670000 sec): 3 clusters
  Score: Raw -884299.526165 + Penalty 2998.199420 = -881301.326745
  nChanged 34
		SP:Iteration 44Q (73218.820000 sec): 3 clusters
  Score: Raw -884308.979000 + Penalty 2998.199420 = -881310.779580
  nChanged 27
		SP:Iteration 45Q (73219.030000 sec): 3 clusters
  Score: Raw -884316.488968 + Penalty 2998.199420 = -881318.289548
  nChanged 28
		SP:Iteration 46Q (73219.350000 sec): 3 clusters
  Score: Raw -884324.947853 + Penalty 2998.199420 = -881326.748433
  nChanged 22
		SP:Iteration 47Q (73219.490000 sec): 3 clusters
  Score: Raw -884329.599541 + Penalty 2998.199420 = -881331.400121
  nChanged 22
		SP:Iteration 48Q (73219.720000 sec): 3 clusters
  Score: Raw -884334.272283 + Penalty 2998.199420 = -881336.072863
  nChanged 12
		SP:Iteration 49Q (73219.940000 sec): 3 clusters
  Score: Raw -884336.795207 + Penalty 2998.199420 = -881338.595787
  nChanged 10
		SP:Iteration 50Q (73220.160000 sec): 3 clusters
  Score: Raw -884339.501765 + Penalty 2998.199420 = -881341.302345
  nChanged 13
		SP:Iteration 51Q (73220.390000 sec): 3 clusters
  Score: Raw -884343.215548 + Penalty 2998.199420 = -881345.016129
  nChanged 17
		SP:Iteration 52Q (73220.610000 sec): 3 clusters
  Score: Raw -884349.070127 + Penalty 2998.199420 = -881350.870707
  nChanged 18
		SP:Iteration 53Q (73220.830000 sec): 3 clusters
  Score: Raw -884355.005835 + Penalty 2998.199420 = -881356.806415
  nChanged 17
		SP:Iteration 54Q (73221.060000 sec): 3 clusters
  Score: Raw -884361.172505 + Penalty 2998.199420 = -881362.973085
  nChanged 17
		SP:Iteration 55Q (73221.280000 sec): 3 clusters
  Score: Raw -884365.014950 + Penalty 2998.199420 = -881366.815530
  nChanged 15
		SP:Iteration 56Q (73221.500000 sec): 3 clusters
  Score: Raw -884369.299357 + Penalty 2998.199420 = -881371.099937
  nChanged 14
		SP:Iteration 57Q (73221.720000 sec): 3 clusters
  Score: Raw -884373.317345 + Penalty 2998.199420 = -881375.117925
  nChanged 10
		SP:Iteration 58Q (73221.940000 sec): 3 clusters
  Score: Raw -884376.333412 + Penalty 2998.199420 = -881378.133992
  nChanged 16
		SP:Iteration 59Q (73222.160000 sec): 3 clusters
  Score: Raw -884381.259158 + Penalty 2998.199420 = -881383.059738
  nChanged 13
		SP:Iteration 60F (73222.430000 sec): 3 clusters
  Score: Raw -884384.320691 + Penalty 2998.199420 = -881386.121271
  nChanged 9
		SP:Iteration 61Q (73222.650000 sec): 3 clusters
  Score: Raw -884386.207811 + Penalty 2998.199420 = -881388.008391
  nChanged 9
		SP:Iteration 62Q (73222.880000 sec): 3 clusters
  Score: Raw -884388.009626 + Penalty 2998.199420 = -881389.810206
  nChanged 5
		SP:Iteration 63Q (73223.010000 sec): 3 clusters
  Score: Raw -884389.616155 + Penalty 2998.199420 = -881391.416735
  nChanged 6
		SP:Iteration 64Q (73223.250000 sec): 3 clusters
  Score: Raw -884390.903864 + Penalty 2998.199420 = -881392.704444
  nChanged 2
		SP:Iteration 65Q (73223.470000 sec): 3 clusters
  Score: Raw -884391.262334 + Penalty 2998.199420 = -881393.062914
  nChanged 3
		SP:Iteration 66Q (73223.690000 sec): 3 clusters
  Score: Raw -884391.755487 + Penalty 2998.199420 = -881393.556067
  nChanged 3
		SP:Iteration 67Q (73223.910000 sec): 3 clusters
  Score: Raw -884392.327844 + Penalty 2998.199420 = -881394.128424
  nChanged 6
		SP:Iteration 68Q (73224.130000 sec): 3 clusters
  Score: Raw -884393.601300 + Penalty 2998.199420 = -881395.401880
  nChanged 8
		SP:Iteration 69Q (73224.350000 sec): 3 clusters
  Score: Raw -884395.272721 + Penalty 2998.199420 = -881397.073301
  nChanged 9
		SP:Iteration 70Q (73224.570000 sec): 3 clusters
  Score: Raw -884398.148691 + Penalty 2998.199420 = -881399.949271
  nChanged 4
		SP:Iteration 71Q (73224.800000 sec): 3 clusters
  Score: Raw -884398.925543 + Penalty 2998.199420 = -881400.726123
  nChanged 7
		SP:Iteration 72Q (73225.070000 sec): 3 clusters
  Score: Raw -884400.106982 + Penalty 2998.199420 = -881401.907562
  nChanged 5
		SP:Iteration 73Q (73225.290000 sec): 3 clusters
  Score: Raw -884400.853109 + Penalty 2998.199420 = -881402.653689
  nChanged 6
		SP:Iteration 74Q (73225.510000 sec): 3 clusters
  Score: Raw -884401.872340 + Penalty 2998.199420 = -881403.672920
  nChanged 4
		SP:Iteration 75Q (73225.730000 sec): 3 clusters
  Score: Raw -884402.943031 + Penalty 2998.199420 = -881404.743611
  nChanged 7
		SP:Iteration 76Q (73225.950000 sec): 3 clusters
  Score: Raw -884404.096515 + Penalty 2998.199420 = -881405.897095
  nChanged 4
		SP:Iteration 77Q (73226.180000 sec): 3 clusters
  Score: Raw -884404.818691 + Penalty 2998.199420 = -881406.619272
  nChanged 4
		SP:Iteration 78Q (73226.400000 sec): 3 clusters
  Score: Raw -884405.557307 + Penalty 2998.199420 = -881407.357887
  nChanged 3
		SP:Iteration 79Q (73226.610000 sec): 3 clusters
  Score: Raw -884405.950280 + Penalty 2998.199420 = -881407.750860
  nChanged 2
		SP:Iteration 80F (73226.840000 sec): 3 clusters
  Score: Raw -884406.463690 + Penalty 2998.199420 = -881408.264270
  nChanged 2
		SP:Iteration 81Q (73227.070000 sec): 3 clusters
  Score: Raw -884406.906630 + Penalty 2998.199420 = -881408.707210
  nChanged 3
		SP:Iteration 82Q (73227.250000 sec): 3 clusters
  Score: Raw -884407.457389 + Penalty 2998.199420 = -881409.257969
  nChanged 1
		SP:Iteration 83Q (73227.520000 sec): 3 clusters
  Score: Raw -884407.647043 + Penalty 2998.199420 = -881409.447623
  nChanged 0
		SP:Iteration 84F (73227.830000 sec): 3 clusters
  Score: Raw -884407.647043 + Penalty 2998.199420 = -881409.447623
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 109 (2643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73227.870000 sec): 2 clusters
  Score: Raw -208978.841810 + Penalty 1280.446361 = -207698.395449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73228.040000 sec): 3 clusters
  Score: Raw -207777.153172 + Penalty 2560.892722 = -205216.260450
  nChanged 1016
		SP:Iteration 1F (73228.220000 sec): 3 clusters
  Score: Raw -208436.409987 + Penalty 2560.892722 = -205875.517265
  nChanged 255
		SP:Iteration 2F (73228.390000 sec): 3 clusters
  Score: Raw -208648.964097 + Penalty 2560.892722 = -206088.071375
  nChanged 194
		SP:Iteration 3F (73228.570000 sec): 3 clusters
  Score: Raw -208834.290244 + Penalty 2560.892722 = -206273.397521
  nChanged 158
		SP:Iteration 4F (73228.750000 sec): 3 clusters
  Score: Raw -208952.677328 + Penalty 2560.892722 = -206391.784605
  nChanged 121
		SP:Iteration 5Q (73228.920000 sec): 3 clusters
  Score: Raw -209065.496285 + Penalty 2560.892722 = -206504.603563
  nChanged 111
		SP:Iteration 6Q (73229.090000 sec): 3 clusters
  Score: Raw -209155.230293 + Penalty 2560.892722 = -206594.337571
  nChanged 91
		SP:Iteration 7Q (73229.270000 sec): 3 clusters
  Score: Raw -209238.723585 + Penalty 2560.892722 = -206677.830863
  nChanged 74
		SP:Iteration 8Q (73229.450000 sec): 3 clusters
  Score: Raw -209299.419000 + Penalty 2560.892722 = -206738.526278
  nChanged 61
		SP:Iteration 9Q (73229.620000 sec): 3 clusters
  Score: Raw -209340.239061 + Penalty 2560.892722 = -206779.346339
  nChanged 47
		SP:Iteration 10Q (73229.800000 sec): 3 clusters
  Score: Raw -209375.114144 + Penalty 2560.892722 = -206814.221422
  nChanged 39
		SP:Iteration 11Q (73229.970000 sec): 3 clusters
  Score: Raw -209403.201428 + Penalty 2560.892722 = -206842.308706
  nChanged 43
		SP:Iteration 12Q (73230.150000 sec): 3 clusters
  Score: Raw -209433.009921 + Penalty 2560.892722 = -206872.117199
  nChanged 38
		SP:Iteration 13Q (73230.330000 sec): 3 clusters
  Score: Raw -209457.454073 + Penalty 2560.892722 = -206896.561351
  nChanged 30
		SP:Iteration 14Q (73230.500000 sec): 3 clusters
  Score: Raw -209474.473533 + Penalty 2560.892722 = -206913.580811
  nChanged 23
		SP:Iteration 15Q (73230.680000 sec): 3 clusters
  Score: Raw -209488.972282 + Penalty 2560.892722 = -206928.079559
  nChanged 21
		SP:Iteration 16Q (73230.850000 sec): 3 clusters
  Score: Raw -209502.012673 + Penalty 2560.892722 = -206941.119951
  nChanged 21
		SP:Iteration 17Q (73231.030000 sec): 3 clusters
  Score: Raw -209513.090879 + Penalty 2560.892722 = -206952.198156
  nChanged 12
		SP:Iteration 18Q (73231.210000 sec): 3 clusters
  Score: Raw -209520.286301 + Penalty 2560.892722 = -206959.393579
  nChanged 11
		SP:Iteration 19Q (73231.380000 sec): 3 clusters
  Score: Raw -209525.382288 + Penalty 2560.892722 = -206964.489566
  nChanged 10
		SP:Iteration 20F (73231.560000 sec): 3 clusters
  Score: Raw -209527.996669 + Penalty 2560.892722 = -206967.103947
  nChanged 4
		SP:Iteration 21Q (73231.730000 sec): 3 clusters
  Score: Raw -209529.347240 + Penalty 2560.892722 = -206968.454518
  nChanged 3
		SP:Iteration 22Q (73231.910000 sec): 3 clusters
  Score: Raw -209531.225576 + Penalty 2560.892722 = -206970.332854
  nChanged 6
		SP:Iteration 23Q (73232.090000 sec): 3 clusters
  Score: Raw -209533.850328 + Penalty 2560.892722 = -206972.957606
  nChanged 4
		SP:Iteration 24Q (73232.260000 sec): 3 clusters
  Score: Raw -209535.476344 + Penalty 2560.892722 = -206974.583621
  nChanged 2
		SP:Iteration 25Q (73232.440000 sec): 3 clusters
  Score: Raw -209536.232632 + Penalty 2560.892722 = -206975.339909
  nChanged 1
		SP:Iteration 26Q (73232.610000 sec): 3 clusters
  Score: Raw -209536.630221 + Penalty 2560.892722 = -206975.737499
  nChanged 1
		SP:Iteration 27Q (73232.790000 sec): 3 clusters
  Score: Raw -209537.031530 + Penalty 2560.892722 = -206976.138808
  nChanged 3
		SP:Iteration 28Q (73232.970000 sec): 3 clusters
  Score: Raw -209538.078046 + Penalty 2560.892722 = -206977.185324
  nChanged 0
		SP:Iteration 29F (73233.140000 sec): 3 clusters
  Score: Raw -209538.078046 + Penalty 2560.892722 = -206977.185324
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 110 (2025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73233.270000 sec): 2 clusters
  Score: Raw -170300.797776 + Penalty 1237.165309 = -169063.632467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73233.450000 sec): 3 clusters
  Score: Raw -169459.885494 + Penalty 2474.330618 = -166985.554876
  nChanged 737
		SP:Iteration 1F (73233.550000 sec): 3 clusters
  Score: Raw -170108.323687 + Penalty 2474.330618 = -167633.993068
  nChanged 210
		SP:Iteration 2F (73233.730000 sec): 3 clusters
  Score: Raw -170312.262146 + Penalty 2474.330618 = -167837.931528
  nChanged 114
		SP:Iteration 3F (73233.900000 sec): 3 clusters
  Score: Raw -170420.841050 + Penalty 2474.330618 = -167946.510432
  nChanged 83
		SP:Iteration 4Q (73234.080000 sec): 3 clusters
  Score: Raw -170488.304351 + Penalty 2474.330618 = -168013.973733
  nChanged 49
		SP:Iteration 5Q (73234.250000 sec): 3 clusters
  Score: Raw -170533.077303 + Penalty 2474.330618 = -168058.746684
  nChanged 36
		SP:Iteration 6Q (73234.430000 sec): 3 clusters
  Score: Raw -170561.115711 + Penalty 2474.330618 = -168086.785092
  nChanged 30
		SP:Iteration 7Q (73234.600000 sec): 3 clusters
  Score: Raw -170585.758414 + Penalty 2474.330618 = -168111.427796
  nChanged 32
		SP:Iteration 8Q (73234.780000 sec): 3 clusters
  Score: Raw -170608.950734 + Penalty 2474.330618 = -168134.620116
  nChanged 21
		SP:Iteration 9Q (73234.950000 sec): 3 clusters
  Score: Raw -170621.574876 + Penalty 2474.330618 = -168147.244258
  nChanged 19
		SP:Iteration 10Q (73235.130000 sec): 3 clusters
  Score: Raw -170634.053033 + Penalty 2474.330618 = -168159.722415
  nChanged 12
		SP:Iteration 11Q (73235.310000 sec): 3 clusters
  Score: Raw -170640.248112 + Penalty 2474.330618 = -168165.917493
  nChanged 11
		SP:Iteration 12Q (73235.480000 sec): 3 clusters
  Score: Raw -170647.360381 + Penalty 2474.330618 = -168173.029762
  nChanged 11
		SP:Iteration 13Q (73235.660000 sec): 3 clusters
  Score: Raw -170653.236377 + Penalty 2474.330618 = -168178.905759
  nChanged 6
		SP:Iteration 14Q (73235.830000 sec): 3 clusters
  Score: Raw -170656.465666 + Penalty 2474.330618 = -168182.135048
  nChanged 4
		SP:Iteration 15Q (73236.010000 sec): 3 clusters
  Score: Raw -170658.478011 + Penalty 2474.330618 = -168184.147392
  nChanged 3
		SP:Iteration 16Q (73236.190000 sec): 3 clusters
  Score: Raw -170659.600737 + Penalty 2474.330618 = -168185.270119
  nChanged 1
		SP:Iteration 17Q (73236.360000 sec): 3 clusters
  Score: Raw -170659.880196 + Penalty 2474.330618 = -168185.549578
  nChanged 2
		SP:Iteration 18Q (73236.540000 sec): 3 clusters
  Score: Raw -170660.733718 + Penalty 2474.330618 = -168186.403100
  nChanged 2
		SP:Iteration 19Q (73236.710000 sec): 3 clusters
  Score: Raw -170661.336796 + Penalty 2474.330618 = -168187.006178
  nChanged 1
		SP:Iteration 20F (73236.890000 sec): 3 clusters
  Score: Raw -170661.672041 + Penalty 2474.330618 = -168187.341423
  nChanged 1
		SP:Iteration 21Q (73237.070000 sec): 3 clusters
  Score: Raw -170662.091551 + Penalty 2474.330618 = -168187.760932
  nChanged 1
		SP:Iteration 22Q (73237.240000 sec): 3 clusters
  Score: Raw -170662.727082 + Penalty 2474.330618 = -168188.396464
  nChanged 1
		SP:Iteration 23Q (73237.420000 sec): 3 clusters
  Score: Raw -170663.162557 + Penalty 2474.330618 = -168188.831939
  nChanged 2
		SP:Iteration 24Q (73237.590000 sec): 3 clusters
  Score: Raw -170663.859620 + Penalty 2474.330618 = -168189.529002
  nChanged 1
		SP:Iteration 25Q (73237.770000 sec): 3 clusters
  Score: Raw -170664.200868 + Penalty 2474.330618 = -168189.870250
  nChanged 0
		SP:Iteration 26F (73237.950000 sec): 3 clusters
  Score: Raw -170664.200868 + Penalty 2474.330618 = -168189.870250
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 111 (3711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73238.040000 sec): 2 clusters
  Score: Raw -306402.875697 + Penalty 1335.596707 = -305067.278989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73238.220000 sec): 3 clusters
  Score: Raw -304590.461949 + Penalty 2671.193415 = -301919.268534
  nChanged 1471
		SP:Iteration 1F (73238.400000 sec): 3 clusters
  Score: Raw -305517.278189 + Penalty 2671.193415 = -302846.084774
  nChanged 322
		SP:Iteration 2F (73238.570000 sec): 3 clusters
  Score: Raw -305761.105381 + Penalty 2671.193415 = -303089.911966
  nChanged 256
		SP:Iteration 3F (73238.750000 sec): 3 clusters
  Score: Raw -305972.113807 + Penalty 2671.193415 = -303300.920393
  nChanged 213
		SP:Iteration 4F (73238.920000 sec): 3 clusters
  Score: Raw -306104.823155 + Penalty 2671.193415 = -303433.629740
  nChanged 146
		SP:Iteration 5Q (73239.100000 sec): 3 clusters
  Score: Raw -306185.020452 + Penalty 2671.193415 = -303513.827037
  nChanged 106
		SP:Iteration 6Q (73239.270000 sec): 3 clusters
  Score: Raw -306232.770672 + Penalty 2671.193415 = -303561.577257
  nChanged 84
		SP:Iteration 7Q (73239.450000 sec): 3 clusters
  Score: Raw -306283.079743 + Penalty 2671.193415 = -303611.886328
  nChanged 70
		SP:Iteration 8Q (73239.630000 sec): 3 clusters
  Score: Raw -306319.083876 + Penalty 2671.193415 = -303647.890462
  nChanged 52
		SP:Iteration 9Q (73239.800000 sec): 3 clusters
  Score: Raw -306345.770843 + Penalty 2671.193415 = -303674.577428
  nChanged 56
		SP:Iteration 10Q (73239.980000 sec): 3 clusters
  Score: Raw -306369.383490 + Penalty 2671.193415 = -303698.190075
  nChanged 44
		SP:Iteration 11Q (73240.150000 sec): 3 clusters
  Score: Raw -306386.434772 + Penalty 2671.193415 = -303715.241357
  nChanged 41
		SP:Iteration 12Q (73240.330000 sec): 3 clusters
  Score: Raw -306403.495354 + Penalty 2671.193415 = -303732.301939
  nChanged 38
		SP:Iteration 13Q (73240.510000 sec): 3 clusters
  Score: Raw -306417.297705 + Penalty 2671.193415 = -303746.104290
  nChanged 41
		SP:Iteration 14Q (73240.680000 sec): 3 clusters
  Score: Raw -306433.175062 + Penalty 2671.193415 = -303761.981648
  nChanged 33
		SP:Iteration 15Q (73240.860000 sec): 3 clusters
  Score: Raw -306443.903109 + Penalty 2671.193415 = -303772.709694
  nChanged 27
		SP:Iteration 16Q (73241.030000 sec): 3 clusters
  Score: Raw -306453.450811 + Penalty 2671.193415 = -303782.257396
  nChanged 22
		SP:Iteration 17Q (73241.210000 sec): 3 clusters
  Score: Raw -306462.969628 + Penalty 2671.193415 = -303791.776213
  nChanged 27
		SP:Iteration 18Q (73241.390000 sec): 3 clusters
  Score: Raw -306472.417618 + Penalty 2671.193415 = -303801.224203
  nChanged 23
		SP:Iteration 19Q (73241.560000 sec): 3 clusters
  Score: Raw -306483.964367 + Penalty 2671.193415 = -303812.770953
  nChanged 25
		SP:Iteration 20F (73241.740000 sec): 3 clusters
  Score: Raw -306495.751361 + Penalty 2671.193415 = -303824.557946
  nChanged 25
		SP:Iteration 21Q (73241.910000 sec): 3 clusters
  Score: Raw -306509.868429 + Penalty 2671.193415 = -303838.675014
  nChanged 32
		SP:Iteration 22Q (73242.090000 sec): 3 clusters
  Score: Raw -306524.964707 + Penalty 2671.193415 = -303853.771292
  nChanged 29
		SP:Iteration 23Q (73242.270000 sec): 3 clusters
  Score: Raw -306538.155359 + Penalty 2671.193415 = -303866.961944
  nChanged 35
		SP:Iteration 24Q (73242.440000 sec): 3 clusters
  Score: Raw -306554.018548 + Penalty 2671.193415 = -303882.825133
  nChanged 33
		SP:Iteration 25Q (73242.620000 sec): 3 clusters
  Score: Raw -306572.282104 + Penalty 2671.193415 = -303901.088689
  nChanged 39
		SP:Iteration 26Q (73242.790000 sec): 3 clusters
  Score: Raw -306591.071405 + Penalty 2671.193415 = -303919.877990
  nChanged 43
		SP:Iteration 27Q (73242.970000 sec): 3 clusters
  Score: Raw -306609.187402 + Penalty 2671.193415 = -303937.993987
  nChanged 36
		SP:Iteration 28Q (73243.140000 sec): 3 clusters
  Score: Raw -306622.727186 + Penalty 2671.193415 = -303951.533772
  nChanged 31
		SP:Iteration 29Q (73243.320000 sec): 3 clusters
  Score: Raw -306635.923604 + Penalty 2671.193415 = -303964.730189
  nChanged 28
		SP:Iteration 30Q (73243.490000 sec): 3 clusters
  Score: Raw -306646.903308 + Penalty 2671.193415 = -303975.709893
  nChanged 28
		SP:Iteration 31Q (73243.670000 sec): 3 clusters
  Score: Raw -306658.974460 + Penalty 2671.193415 = -303987.781045
  nChanged 22
		SP:Iteration 32Q (73243.850000 sec): 3 clusters
  Score: Raw -306666.597345 + Penalty 2671.193415 = -303995.403931
  nChanged 15
		SP:Iteration 33Q (73244.020000 sec): 3 clusters
  Score: Raw -306671.989619 + Penalty 2671.193415 = -304000.796204
  nChanged 16
		SP:Iteration 34Q (73244.200000 sec): 3 clusters
  Score: Raw -306678.769909 + Penalty 2671.193415 = -304007.576495
  nChanged 18
		SP:Iteration 35Q (73244.380000 sec): 3 clusters
  Score: Raw -306683.593354 + Penalty 2671.193415 = -304012.399939
  nChanged 11
		SP:Iteration 36Q (73244.550000 sec): 3 clusters
  Score: Raw -306687.180499 + Penalty 2671.193415 = -304015.987084
  nChanged 11
		SP:Iteration 37Q (73244.730000 sec): 3 clusters
  Score: Raw -306691.679874 + Penalty 2671.193415 = -304020.486459
  nChanged 13
		SP:Iteration 38Q (73244.900000 sec): 3 clusters
  Score: Raw -306695.880989 + Penalty 2671.193415 = -304024.687574
  nChanged 10
		SP:Iteration 39Q (73245.080000 sec): 3 clusters
  Score: Raw -306699.922971 + Penalty 2671.193415 = -304028.729556
  nChanged 13
		SP:Iteration 40F (73245.260000 sec): 3 clusters
  Score: Raw -306705.297517 + Penalty 2671.193415 = -304034.104103
  nChanged 17
		SP:Iteration 41Q (73245.430000 sec): 3 clusters
  Score: Raw -306711.368975 + Penalty 2671.193415 = -304040.175560
  nChanged 12
		SP:Iteration 42Q (73245.610000 sec): 3 clusters
  Score: Raw -306716.004708 + Penalty 2671.193415 = -304044.811294
  nChanged 8
		SP:Iteration 43Q (73245.780000 sec): 3 clusters
  Score: Raw -306718.541372 + Penalty 2671.193415 = -304047.347957
  nChanged 7
		SP:Iteration 44Q (73245.960000 sec): 3 clusters
  Score: Raw -306720.763802 + Penalty 2671.193415 = -304049.570387
  nChanged 11
		SP:Iteration 45Q (73246.140000 sec): 3 clusters
  Score: Raw -306722.885242 + Penalty 2671.193415 = -304051.691827
  nChanged 8
		SP:Iteration 46Q (73246.310000 sec): 3 clusters
  Score: Raw -306725.168889 + Penalty 2671.193415 = -304053.975474
  nChanged 4
		SP:Iteration 47Q (73246.490000 sec): 3 clusters
  Score: Raw -306726.282027 + Penalty 2671.193415 = -304055.088612
  nChanged 4
		SP:Iteration 48Q (73246.660000 sec): 3 clusters
  Score: Raw -306727.121073 + Penalty 2671.193415 = -304055.927658
  nChanged 3
		SP:Iteration 49Q (73246.840000 sec): 3 clusters
  Score: Raw -306727.865144 + Penalty 2671.193415 = -304056.671730
  nChanged 4
		SP:Iteration 50Q (73247.020000 sec): 3 clusters
  Score: Raw -306728.894477 + Penalty 2671.193415 = -304057.701062
  nChanged 6
		SP:Iteration 51Q (73247.190000 sec): 3 clusters
  Score: Raw -306730.729124 + Penalty 2671.193415 = -304059.535710
  nChanged 5
		SP:Iteration 52Q (73247.370000 sec): 3 clusters
  Score: Raw -306732.600134 + Penalty 2671.193415 = -304061.406719
  nChanged 8
		SP:Iteration 53Q (73247.540000 sec): 3 clusters
  Score: Raw -306735.057015 + Penalty 2671.193415 = -304063.863600
  nChanged 4
		SP:Iteration 54Q (73247.720000 sec): 3 clusters
  Score: Raw -306735.939154 + Penalty 2671.193415 = -304064.745739
  nChanged 2
		SP:Iteration 55Q (73247.900000 sec): 3 clusters
  Score: Raw -306736.737766 + Penalty 2671.193415 = -304065.544351
  nChanged 3
		SP:Iteration 56Q (73248.070000 sec): 3 clusters
  Score: Raw -306737.174666 + Penalty 2671.193415 = -304065.981251
  nChanged 4
		SP:Iteration 57Q (73248.250000 sec): 3 clusters
  Score: Raw -306739.039515 + Penalty 2671.193415 = -304067.846100
  nChanged 5
		SP:Iteration 58Q (73248.420000 sec): 3 clusters
  Score: Raw -306740.247202 + Penalty 2671.193415 = -304069.053787
  nChanged 8
		SP:Iteration 59Q (73248.600000 sec): 3 clusters
  Score: Raw -306742.824510 + Penalty 2671.193415 = -304071.631095
  nChanged 13
		SP:Iteration 60F (73248.770000 sec): 3 clusters
  Score: Raw -306747.364384 + Penalty 2671.193415 = -304076.170969
  nChanged 20
		SP:Iteration 61Q (73248.950000 sec): 3 clusters
  Score: Raw -306755.511407 + Penalty 2671.193415 = -304084.317992
  nChanged 20
		SP:Iteration 62Q (73249.120000 sec): 3 clusters
  Score: Raw -306762.663654 + Penalty 2671.193415 = -304091.470239
  nChanged 14
		SP:Iteration 63Q (73249.300000 sec): 3 clusters
  Score: Raw -306767.633075 + Penalty 2671.193415 = -304096.439660
  nChanged 14
		SP:Iteration 64Q (73249.490000 sec): 3 clusters
  Score: Raw -306773.867219 + Penalty 2671.193415 = -304102.673804
  nChanged 11
		SP:Iteration 65Q (73249.650000 sec): 3 clusters
  Score: Raw -306778.764680 + Penalty 2671.193415 = -304107.571265
  nChanged 11
		SP:Iteration 66Q (73249.720000 sec): 3 clusters
  Score: Raw -306783.043028 + Penalty 2671.193415 = -304111.849614
  nChanged 12
		SP:Iteration 67Q (73249.800000 sec): 3 clusters
  Score: Raw -306786.872797 + Penalty 2671.193415 = -304115.679382
  nChanged 10
		SP:Iteration 68Q (73249.880000 sec): 3 clusters
  Score: Raw -306788.832309 + Penalty 2671.193415 = -304117.638894
  nChanged 5
		SP:Iteration 69Q (73249.950000 sec): 3 clusters
  Score: Raw -306790.628462 + Penalty 2671.193415 = -304119.435047
  nChanged 8
		SP:Iteration 70Q (73250.030000 sec): 3 clusters
  Score: Raw -306793.315501 + Penalty 2671.193415 = -304122.122086
  nChanged 5
		SP:Iteration 71Q (73250.100000 sec): 3 clusters
  Score: Raw -306794.447901 + Penalty 2671.193415 = -304123.254486
  nChanged 8
		SP:Iteration 72Q (73250.180000 sec): 3 clusters
  Score: Raw -306798.230194 + Penalty 2671.193415 = -304127.036779
  nChanged 10
		SP:Iteration 73Q (73250.260000 sec): 3 clusters
  Score: Raw -306803.046590 + Penalty 2671.193415 = -304131.853175
  nChanged 13
		SP:Iteration 74Q (73250.320000 sec): 3 clusters
  Score: Raw -306807.368860 + Penalty 2671.193415 = -304136.175445
  nChanged 20
		SP:Iteration 75Q (73250.400000 sec): 3 clusters
  Score: Raw -306818.306234 + Penalty 2671.193415 = -304147.112819
  nChanged 25
		SP:Iteration 76Q (73250.460000 sec): 3 clusters
  Score: Raw -306831.206694 + Penalty 2671.193415 = -304160.013279
  nChanged 25
		SP:Iteration 77Q (73250.530000 sec): 3 clusters
  Score: Raw -306842.977277 + Penalty 2671.193415 = -304171.783862
  nChanged 19
		SP:Iteration 78Q (73250.600000 sec): 3 clusters
  Score: Raw -306848.933068 + Penalty 2671.193415 = -304177.739653
  nChanged 13
		SP:Iteration 79Q (73250.670000 sec): 3 clusters
  Score: Raw -306854.137863 + Penalty 2671.193415 = -304182.944448
  nChanged 11
		SP:Iteration 80F (73250.740000 sec): 3 clusters
  Score: Raw -306857.385047 + Penalty 2671.193415 = -304186.191632
  nChanged 10
		SP:Iteration 81Q (73250.820000 sec): 3 clusters
  Score: Raw -306861.224715 + Penalty 2671.193415 = -304190.031300
  nChanged 8
		SP:Iteration 82Q (73250.970000 sec): 3 clusters
  Score: Raw -306863.545025 + Penalty 2671.193415 = -304192.351610
  nChanged 10
		SP:Iteration 83Q (73251.040000 sec): 3 clusters
  Score: Raw -306865.972753 + Penalty 2671.193415 = -304194.779338
  nChanged 10
		SP:Iteration 84Q (73251.110000 sec): 3 clusters
  Score: Raw -306870.059802 + Penalty 2671.193415 = -304198.866387
  nChanged 8
		SP:Iteration 85Q (73251.180000 sec): 3 clusters
  Score: Raw -306873.460320 + Penalty 2671.193415 = -304202.266906
  nChanged 9
		SP:Iteration 86Q (73251.250000 sec): 3 clusters
  Score: Raw -306878.648192 + Penalty 2671.193415 = -304207.454777
  nChanged 14
		SP:Iteration 87Q (73251.320000 sec): 3 clusters
  Score: Raw -306882.841378 + Penalty 2671.193415 = -304211.647963
  nChanged 10
		SP:Iteration 88Q (73251.380000 sec): 3 clusters
  Score: Raw -306887.738071 + Penalty 2671.193415 = -304216.544656
  nChanged 15
		SP:Iteration 89Q (73251.450000 sec): 3 clusters
  Score: Raw -306894.826071 + Penalty 2671.193415 = -304223.632656
  nChanged 14
		SP:Iteration 90Q (73251.520000 sec): 3 clusters
  Score: Raw -306899.982495 + Penalty 2671.193415 = -304228.789080
  nChanged 17
		SP:Iteration 91Q (73251.590000 sec): 3 clusters
  Score: Raw -306904.782590 + Penalty 2671.193415 = -304233.589175
  nChanged 14
		SP:Iteration 92Q (73251.660000 sec): 3 clusters
  Score: Raw -306908.914668 + Penalty 2671.193415 = -304237.721254
  nChanged 12
		SP:Iteration 93Q (73251.730000 sec): 3 clusters
  Score: Raw -306911.844062 + Penalty 2671.193415 = -304240.650647
  nChanged 8
		SP:Iteration 94Q (73251.800000 sec): 3 clusters
  Score: Raw -306914.241479 + Penalty 2671.193415 = -304243.048064
  nChanged 4
		SP:Iteration 95Q (73251.860000 sec): 3 clusters
  Score: Raw -306915.235128 + Penalty 2671.193415 = -304244.041714
  nChanged 6
		SP:Iteration 96Q (73251.930000 sec): 3 clusters
  Score: Raw -306917.146932 + Penalty 2671.193415 = -304245.953518
  nChanged 5
		SP:Iteration 97Q (73252.000000 sec): 3 clusters
  Score: Raw -306918.670002 + Penalty 2671.193415 = -304247.476588
  nChanged 5
		SP:Iteration 98Q (73252.070000 sec): 3 clusters
  Score: Raw -306920.017251 + Penalty 2671.193415 = -304248.823836
  nChanged 5
		SP:Iteration 99Q (73252.140000 sec): 3 clusters
  Score: Raw -306921.533959 + Penalty 2671.193415 = -304250.340544
  nChanged 4
		SP:Iteration 100F (73252.220000 sec): 3 clusters
  Score: Raw -306922.181739 + Penalty 2671.193415 = -304250.988324
  nChanged 4
		SP:Iteration 101Q (73252.280000 sec): 3 clusters
  Score: Raw -306923.464927 + Penalty 2671.193415 = -304252.271512
  nChanged 5
		SP:Iteration 102Q (73252.430000 sec): 3 clusters
  Score: Raw -306924.280592 + Penalty 2671.193415 = -304253.087177
  nChanged 4
		SP:Iteration 103Q (73252.610000 sec): 3 clusters
  Score: Raw -306926.332253 + Penalty 2671.193415 = -304255.138838
  nChanged 8
		SP:Iteration 104Q (73252.680000 sec): 3 clusters
  Score: Raw -306929.094723 + Penalty 2671.193415 = -304257.901308
  nChanged 8
		SP:Iteration 105Q (73252.760000 sec): 3 clusters
  Score: Raw -306932.133972 + Penalty 2671.193415 = -304260.940557
  nChanged 11
		SP:Iteration 106Q (73252.820000 sec): 3 clusters
  Score: Raw -306935.382315 + Penalty 2671.193415 = -304264.188900
  nChanged 7
		SP:Iteration 107Q (73252.890000 sec): 3 clusters
  Score: Raw -306937.034392 + Penalty 2671.193415 = -304265.840977
  nChanged 10
		SP:Iteration 108Q (73252.960000 sec): 3 clusters
  Score: Raw -306940.023580 + Penalty 2671.193415 = -304268.830165
  nChanged 5
		SP:Iteration 109Q (73253.150000 sec): 3 clusters
  Score: Raw -306941.352646 + Penalty 2671.193415 = -304270.159231
  nChanged 9
		SP:Iteration 110Q (73253.320000 sec): 3 clusters
  Score: Raw -306944.614661 + Penalty 2671.193415 = -304273.421246
  nChanged 6
		SP:Iteration 111Q (73253.390000 sec): 3 clusters
  Score: Raw -306947.423440 + Penalty 2671.193415 = -304276.230026
  nChanged 5
		SP:Iteration 112Q (73253.460000 sec): 3 clusters
  Score: Raw -306949.488466 + Penalty 2671.193415 = -304278.295051
  nChanged 6
		SP:Iteration 113Q (73253.520000 sec): 3 clusters
  Score: Raw -306952.348128 + Penalty 2671.193415 = -304281.154713
  nChanged 7
		SP:Iteration 114Q (73253.590000 sec): 3 clusters
  Score: Raw -306954.417675 + Penalty 2671.193415 = -304283.224260
  nChanged 6
		SP:Iteration 115Q (73253.660000 sec): 3 clusters
  Score: Raw -306955.924686 + Penalty 2671.193415 = -304284.731271
  nChanged 8
		SP:Iteration 116Q (73253.730000 sec): 3 clusters
  Score: Raw -306958.239700 + Penalty 2671.193415 = -304287.046285
  nChanged 6
		SP:Iteration 117Q (73253.800000 sec): 3 clusters
  Score: Raw -306959.792022 + Penalty 2671.193415 = -304288.598607
  nChanged 6
		SP:Iteration 118Q (73253.870000 sec): 3 clusters
  Score: Raw -306961.234883 + Penalty 2671.193415 = -304290.041468
  nChanged 3
		SP:Iteration 119Q (73253.940000 sec): 3 clusters
  Score: Raw -306962.048908 + Penalty 2671.193415 = -304290.855493
  nChanged 4
		SP:Iteration 120F (73254.010000 sec): 3 clusters
  Score: Raw -306962.625768 + Penalty 2671.193415 = -304291.432354
  nChanged 2
		SP:Iteration 121Q (73254.080000 sec): 3 clusters
  Score: Raw -306962.859677 + Penalty 2671.193415 = -304291.666262
  nChanged 2
		SP:Iteration 122Q (73254.150000 sec): 3 clusters
  Score: Raw -306963.185476 + Penalty 2671.193415 = -304291.992061
  nChanged 3
		SP:Iteration 123Q (73254.220000 sec): 3 clusters
  Score: Raw -306963.675558 + Penalty 2671.193415 = -304292.482144
  nChanged 2
		SP:Iteration 124Q (73254.290000 sec): 3 clusters
  Score: Raw -306964.503408 + Penalty 2671.193415 = -304293.309993
  nChanged 3
		SP:Iteration 125Q (73254.360000 sec): 3 clusters
  Score: Raw -306965.769889 + Penalty 2671.193415 = -304294.576474
  nChanged 3
		SP:Iteration 126Q (73254.420000 sec): 3 clusters
  Score: Raw -306967.114074 + Penalty 2671.193415 = -304295.920659
  nChanged 4
		SP:Iteration 127Q (73254.490000 sec): 3 clusters
  Score: Raw -306967.975208 + Penalty 2671.193415 = -304296.781793
  nChanged 2
		SP:Iteration 128Q (73254.660000 sec): 3 clusters
  Score: Raw -306968.441536 + Penalty 2671.193415 = -304297.248121
  nChanged 0
		SP:Iteration 129F (73254.830000 sec): 3 clusters
  Score: Raw -306968.441536 + Penalty 2671.193415 = -304297.248121
  nChanged 0
Iteration 419Q (73446.570000 sec): 112 clusters
  Score: Raw -47045520.229141 + Penalty 239366.094331 = -46806154.134810
  nChanged 47
Iteration 420F (73663.200000 sec): 112 clusters
  Score: Raw -47045526.443534 + Penalty 239366.094331 = -46806160.349203
  nChanged 49
Iteration 421Q (73857.710000 sec): 112 clusters
  Score: Raw -47045533.391554 + Penalty 239366.094331 = -46806167.297223
  nChanged 48
Iteration 422Q (74054.620000 sec): 112 clusters
  Score: Raw -47045540.698473 + Penalty 239366.094331 = -46806174.604142
  nChanged 67
Iteration 423Q (74247.330000 sec): 112 clusters
  Score: Raw -47045550.738882 + Penalty 239366.094331 = -46806184.644551
  nChanged 73
Iteration 424Q (74444.700000 sec): 112 clusters
  Score: Raw -47045559.656433 + Penalty 239366.094331 = -46806193.562102
  nChanged 83
Iteration 425Q (74641.530000 sec): 112 clusters
  Score: Raw -47045570.413450 + Penalty 239366.094331 = -46806204.319119
  nChanged 85
Iteration 426Q (74844.950000 sec): 112 clusters
  Score: Raw -47045581.988822 + Penalty 239366.094331 = -46806215.894492
  nChanged 83
Iteration 427Q (75037.320000 sec): 112 clusters
  Score: Raw -47045592.982186 + Penalty 239366.094331 = -46806226.887855
  nChanged 66
Iteration 428Q (75235.880000 sec): 112 clusters
  Score: Raw -47045601.637138 + Penalty 239366.094331 = -46806235.542807
  nChanged 68
Iteration 429Q (75438.830000 sec): 112 clusters
  Score: Raw -47045610.327997 + Penalty 239366.094331 = -46806244.233666
  nChanged 70
Iteration 430Q (75631.910000 sec): 112 clusters
  Score: Raw -47045621.305980 + Penalty 239366.094331 = -46806255.211649
  nChanged 76
Iteration 431Q (75822.280000 sec): 112 clusters
  Score: Raw -47045634.672053 + Penalty 239366.094331 = -46806268.577722
  nChanged 77
Iteration 432Q (76009.810000 sec): 112 clusters
  Score: Raw -47045646.197361 + Penalty 239366.094331 = -46806280.103030
  nChanged 97
Iteration 433Q (76207.490000 sec): 112 clusters
  Score: Raw -47045659.626161 + Penalty 239366.094331 = -46806293.531830
  nChanged 78
Iteration 434Q (76400.410000 sec): 112 clusters
  Score: Raw -47045670.500520 + Penalty 239366.094331 = -46806304.406189
  nChanged 90
Iteration 435Q (76591.840000 sec): 112 clusters
  Score: Raw -47045682.607308 + Penalty 239366.094331 = -46806316.512977
  nChanged 79
Iteration 436Q (76786.990000 sec): 112 clusters
  Score: Raw -47045692.297852 + Penalty 239366.094331 = -46806326.203521
  nChanged 74
Iteration 437Q (76987.200000 sec): 112 clusters
  Score: Raw -47045702.775448 + Penalty 239366.094331 = -46806336.681117
  nChanged 80
Iteration 438Q (77182.570000 sec): 112 clusters
  Score: Raw -47045712.815070 + Penalty 239366.094331 = -46806346.720739
  nChanged 91
Iteration 439Q (77387.200000 sec): 112 clusters
  Score: Raw -47045724.696639 + Penalty 239366.094331 = -46806358.602308
  nChanged 80
Iteration 440F (77599.690000 sec): 112 clusters
  Score: Raw -47045736.628471 + Penalty 239366.094331 = -46806370.534140
  nChanged 90
Iteration 441Q (77791.650000 sec): 112 clusters
  Score: Raw -47045748.126908 + Penalty 239366.094331 = -46806382.032577
  nChanged 62
Iteration 442Q (77980.080000 sec): 112 clusters
  Score: Raw -47045757.461723 + Penalty 239366.094331 = -46806391.367392
  nChanged 71
Iteration 443Q (78173.120000 sec): 112 clusters
  Score: Raw -47045766.042035 + Penalty 239366.094331 = -46806399.947704
  nChanged 67
Iteration 444Q (78362.840000 sec): 112 clusters
  Score: Raw -47045775.687297 + Penalty 239366.094331 = -46806409.592966
  nChanged 66
Iteration 445Q (78566.380000 sec): 112 clusters
  Score: Raw -47045784.737769 + Penalty 239366.094331 = -46806418.643438
  nChanged 58
Iteration 446Q (78770.020000 sec): 112 clusters
  Score: Raw -47045791.789784 + Penalty 239366.094331 = -46806425.695453
  nChanged 56
Iteration 447Q (78973.580000 sec): 112 clusters
  Score: Raw -47045798.667104 + Penalty 239366.094331 = -46806432.572773
  nChanged 73
Iteration 448Q (79165.380000 sec): 112 clusters
  Score: Raw -47045809.312344 + Penalty 239366.094331 = -46806443.218013
  nChanged 96
Iteration 449Q (79367.210000 sec): 112 clusters
  Score: Raw -47045823.188542 + Penalty 239366.094331 = -46806457.094211
  nChanged 81
Iteration 450Q (79554.870000 sec): 112 clusters
  Score: Raw -47045835.291394 + Penalty 239366.094331 = -46806469.197063
  nChanged 82
Iteration 451Q (79759.260000 sec): 112 clusters
  Score: Raw -47045847.341188 + Penalty 239366.094331 = -46806481.246857
  nChanged 91
Iteration 452Q (79954.260000 sec): 112 clusters
  Score: Raw -47045859.827247 + Penalty 239366.094331 = -46806493.732916
  nChanged 93
Iteration 453Q (80144.930000 sec): 112 clusters
  Score: Raw -47045872.423456 + Penalty 239366.094331 = -46806506.329125
  nChanged 96
Iteration 454Q (80348.120000 sec): 112 clusters
  Score: Raw -47045886.401921 + Penalty 239366.094331 = -46806520.307590
  nChanged 87
Iteration 455Q (80547.550000 sec): 112 clusters
  Score: Raw -47045896.471102 + Penalty 239366.094331 = -46806530.376771
  nChanged 78
Iteration 456Q (80750.960000 sec): 112 clusters
  Score: Raw -47045905.467195 + Penalty 239366.094331 = -46806539.372865
  nChanged 62
Iteration 457Q (80955.270000 sec): 112 clusters
  Score: Raw -47045913.179403 + Penalty 239366.094331 = -46806547.085072
  nChanged 64
Iteration 458Q (81149.390000 sec): 112 clusters
  Score: Raw -47045920.840452 + Penalty 239366.094331 = -46806554.746121
  nChanged 57
Writing temp clu file 
Because OldScore, -46806547.085072, is greater than current (better) Score,-46806554.746121 
 Compute initial score before splitting:   Score: Raw -47045920.840452 + Penalty 239366.094331 = -46806554.746121
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (3572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81149.560000 sec): 2 clusters
  Score: Raw -301531.010297 + Penalty 1329.393153 = -300201.617144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81149.730000 sec): 3 clusters
  Score: Raw -299845.750731 + Penalty 2658.786306 = -297186.964424
  nChanged 1375
		SP:Iteration 1F (81149.910000 sec): 3 clusters
  Score: Raw -300785.722330 + Penalty 2658.786306 = -298126.936024
  nChanged 329
		SP:Iteration 2F (81150.090000 sec): 3 clusters
  Score: Raw -301065.206552 + Penalty 2658.786306 = -298406.420246
  nChanged 252
		SP:Iteration 3F (81150.160000 sec): 3 clusters
  Score: Raw -301296.158047 + Penalty 2658.786306 = -298637.371741
  nChanged 226
		SP:Iteration 4F (81150.230000 sec): 3 clusters
  Score: Raw -301515.033187 + Penalty 2658.786306 = -298856.246881
  nChanged 201
		SP:Iteration 5F (81150.300000 sec): 3 clusters
  Score: Raw -301692.877737 + Penalty 2658.786306 = -299034.091431
  nChanged 171
		SP:Iteration 6Q (81150.370000 sec): 3 clusters
  Score: Raw -301847.680826 + Penalty 2658.786306 = -299188.894519
  nChanged 149
		SP:Iteration 7Q (81150.450000 sec): 3 clusters
  Score: Raw -301999.673569 + Penalty 2658.786306 = -299340.887263
  nChanged 137
		SP:Iteration 8Q (81150.530000 sec): 3 clusters
  Score: Raw -302144.622305 + Penalty 2658.786306 = -299485.835999
  nChanged 123
		SP:Iteration 9Q (81150.590000 sec): 3 clusters
  Score: Raw -302261.518388 + Penalty 2658.786306 = -299602.732082
  nChanged 102
		SP:Iteration 10Q (81150.670000 sec): 3 clusters
  Score: Raw -302331.629943 + Penalty 2658.786306 = -299672.843637
  nChanged 71
		SP:Iteration 11Q (81150.740000 sec): 3 clusters
  Score: Raw -302375.354269 + Penalty 2658.786306 = -299716.567963
  nChanged 58
		SP:Iteration 12Q (81150.810000 sec): 3 clusters
  Score: Raw -302405.246268 + Penalty 2658.786306 = -299746.459962
  nChanged 47
		SP:Iteration 13Q (81150.890000 sec): 3 clusters
  Score: Raw -302430.781803 + Penalty 2658.786306 = -299771.995497
  nChanged 39
		SP:Iteration 14Q (81150.970000 sec): 3 clusters
  Score: Raw -302458.787604 + Penalty 2658.786306 = -299800.001298
  nChanged 35
		SP:Iteration 15Q (81151.030000 sec): 3 clusters
  Score: Raw -302484.251480 + Penalty 2658.786306 = -299825.465174
  nChanged 37
		SP:Iteration 16Q (81151.100000 sec): 3 clusters
  Score: Raw -302519.893981 + Penalty 2658.786306 = -299861.107674
  nChanged 44
		SP:Iteration 17Q (81151.170000 sec): 3 clusters
  Score: Raw -302557.237090 + Penalty 2658.786306 = -299898.450784
  nChanged 38
		SP:Iteration 18Q (81151.240000 sec): 3 clusters
  Score: Raw -302584.016606 + Penalty 2658.786306 = -299925.230300
  nChanged 32
		SP:Iteration 19Q (81151.310000 sec): 3 clusters
  Score: Raw -302595.469843 + Penalty 2658.786306 = -299936.683537
  nChanged 19
		SP:Iteration 20F (81151.380000 sec): 3 clusters
  Score: Raw -302602.721830 + Penalty 2658.786306 = -299943.935524
  nChanged 17
		SP:Iteration 21Q (81151.450000 sec): 3 clusters
  Score: Raw -302607.816782 + Penalty 2658.786306 = -299949.030476
  nChanged 8
		SP:Iteration 22Q (81151.510000 sec): 3 clusters
  Score: Raw -302609.737762 + Penalty 2658.786306 = -299950.951456
  nChanged 4
		SP:Iteration 23Q (81151.590000 sec): 3 clusters
  Score: Raw -302610.357203 + Penalty 2658.786306 = -299951.570897
  nChanged 1
		SP:Iteration 24Q (81151.660000 sec): 3 clusters
  Score: Raw -302610.516481 + Penalty 2658.786306 = -299951.730174
  nChanged 1
		SP:Iteration 25Q (81151.730000 sec): 3 clusters
  Score: Raw -302610.592427 + Penalty 2658.786306 = -299951.806121
  nChanged 0
		SP:Iteration 26F (81151.800000 sec): 3 clusters
  Score: Raw -302610.592427 + Penalty 2658.786306 = -299951.806121
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81151.850000 sec): 2 clusters
  Score: Raw -37131.988167 + Penalty 1018.111447 = -36113.876720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81151.870000 sec): 3 clusters
  Score: Raw -37056.829363 + Penalty 2036.222894 = -35020.606469
  nChanged 141
		SP:Iteration 1F (81151.880000 sec): 3 clusters
  Score: Raw -37245.906016 + Penalty 2036.222894 = -35209.683122
  nChanged 39
		SP:Iteration 2F (81151.900000 sec): 3 clusters
  Score: Raw -37321.320048 + Penalty 2036.222894 = -35285.097154
  nChanged 17
		SP:Iteration 3Q (81151.910000 sec): 3 clusters
  Score: Raw -37349.760083 + Penalty 2036.222894 = -35313.537189
  nChanged 8
		SP:Iteration 4Q (81151.930000 sec): 3 clusters
  Score: Raw -37362.840945 + Penalty 2036.222894 = -35326.618051
  nChanged 6
		SP:Iteration 5Q (81151.940000 sec): 3 clusters
  Score: Raw -37376.950299 + Penalty 2036.222894 = -35340.727405
  nChanged 5
		SP:Iteration 6Q (81151.960000 sec): 3 clusters
  Score: Raw -37399.094115 + Penalty 2036.222894 = -35362.871221
  nChanged 7
		SP:Iteration 7Q (81151.970000 sec): 3 clusters
  Score: Raw -37414.163461 + Penalty 2036.222894 = -35377.940566
  nChanged 6
		SP:Iteration 8Q (81151.990000 sec): 3 clusters
  Score: Raw -37432.757562 + Penalty 2036.222894 = -35396.534667
  nChanged 7
		SP:Iteration 9Q (81152.010000 sec): 3 clusters
  Score: Raw -37441.686144 + Penalty 2036.222894 = -35405.463250
  nChanged 3
		SP:Iteration 10Q (81152.020000 sec): 3 clusters
  Score: Raw -37445.763005 + Penalty 2036.222894 = -35409.540111
  nChanged 3
		SP:Iteration 11Q (81152.030000 sec): 3 clusters
  Score: Raw -37454.731489 + Penalty 2036.222894 = -35418.508595
  nChanged 2
		SP:Iteration 12Q (81152.050000 sec): 3 clusters
  Score: Raw -37458.879464 + Penalty 2036.222894 = -35422.656570
  nChanged 2
		SP:Iteration 13Q (81152.070000 sec): 3 clusters
  Score: Raw -37460.689983 + Penalty 2036.222894 = -35424.467089
  nChanged 2
		SP:Iteration 14Q (81152.080000 sec): 3 clusters
  Score: Raw -37463.104478 + Penalty 2036.222894 = -35426.881584
  nChanged 2
		SP:Iteration 15Q (81152.090000 sec): 3 clusters
  Score: Raw -37463.958143 + Penalty 2036.222894 = -35427.735249
  nChanged 2
		SP:Iteration 16Q (81152.110000 sec): 3 clusters
  Score: Raw -37465.996413 + Penalty 2036.222894 = -35429.773519
  nChanged 2
		SP:Iteration 17Q (81152.130000 sec): 3 clusters
  Score: Raw -37472.485344 + Penalty 2036.222894 = -35436.262450
  nChanged 2
		SP:Iteration 18Q (81152.140000 sec): 3 clusters
  Score: Raw -37476.671070 + Penalty 2036.222894 = -35440.448176
  nChanged 0
		SP:Iteration 19F (81152.160000 sec): 3 clusters
  Score: Raw -37476.671070 + Penalty 2036.222894 = -35440.448176
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (5102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81152.260000 sec): 2 clusters
  Score: Raw -379191.425305 + Penalty 1387.325534 = -377804.099771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81152.440000 sec): 3 clusters
  Score: Raw -376574.929233 + Penalty 2774.651067 = -373800.278166
  nChanged 2104
		SP:Iteration 1F (81152.590000 sec): 3 clusters
  Score: Raw -377893.627050 + Penalty 2774.651067 = -375118.975983
  nChanged 474
		SP:Iteration 2F (81152.680000 sec): 3 clusters
  Score: Raw -378274.731413 + Penalty 2774.651067 = -375500.080345
  nChanged 375
		SP:Iteration 3F (81152.770000 sec): 3 clusters
  Score: Raw -378581.668526 + Penalty 2774.651067 = -375807.017459
  nChanged 313
		SP:Iteration 4F (81152.860000 sec): 3 clusters
  Score: Raw -378843.317779 + Penalty 2774.651067 = -376068.666712
  nChanged 262
		SP:Iteration 5F (81152.960000 sec): 3 clusters
  Score: Raw -379011.808845 + Penalty 2774.651067 = -376237.157778
  nChanged 192
		SP:Iteration 6Q (81153.050000 sec): 3 clusters
  Score: Raw -379110.526108 + Penalty 2774.651067 = -376335.875041
  nChanged 131
		SP:Iteration 7Q (81153.240000 sec): 3 clusters
  Score: Raw -379177.696894 + Penalty 2774.651067 = -376403.045827
  nChanged 107
		SP:Iteration 8Q (81153.410000 sec): 3 clusters
  Score: Raw -379228.659842 + Penalty 2774.651067 = -376454.008775
  nChanged 87
		SP:Iteration 9Q (81153.590000 sec): 3 clusters
  Score: Raw -379270.700884 + Penalty 2774.651067 = -376496.049817
  nChanged 77
		SP:Iteration 10Q (81153.770000 sec): 3 clusters
  Score: Raw -379304.916945 + Penalty 2774.651067 = -376530.265878
  nChanged 70
		SP:Iteration 11Q (81153.940000 sec): 3 clusters
  Score: Raw -379326.633104 + Penalty 2774.651067 = -376551.982037
  nChanged 52
		SP:Iteration 12Q (81154.120000 sec): 3 clusters
  Score: Raw -379342.874402 + Penalty 2774.651067 = -376568.223335
  nChanged 43
		SP:Iteration 13Q (81154.290000 sec): 3 clusters
  Score: Raw -379355.264097 + Penalty 2774.651067 = -376580.613030
  nChanged 28
		SP:Iteration 14Q (81154.470000 sec): 3 clusters
  Score: Raw -379363.218878 + Penalty 2774.651067 = -376588.567811
  nChanged 20
		SP:Iteration 15Q (81154.640000 sec): 3 clusters
  Score: Raw -379369.422960 + Penalty 2774.651067 = -376594.771893
  nChanged 21
		SP:Iteration 16Q (81154.820000 sec): 3 clusters
  Score: Raw -379375.846165 + Penalty 2774.651067 = -376601.195098
  nChanged 23
		SP:Iteration 17Q (81154.990000 sec): 3 clusters
  Score: Raw -379381.993574 + Penalty 2774.651067 = -376607.342507
  nChanged 20
		SP:Iteration 18Q (81155.170000 sec): 3 clusters
  Score: Raw -379387.086753 + Penalty 2774.651067 = -376612.435686
  nChanged 13
		SP:Iteration 19Q (81155.350000 sec): 3 clusters
  Score: Raw -379390.555839 + Penalty 2774.651067 = -376615.904772
  nChanged 9
		SP:Iteration 20F (81155.520000 sec): 3 clusters
  Score: Raw -379392.195080 + Penalty 2774.651067 = -376617.544013
  nChanged 11
		SP:Iteration 21Q (81155.700000 sec): 3 clusters
  Score: Raw -379394.186735 + Penalty 2774.651067 = -376619.535668
  nChanged 11
		SP:Iteration 22Q (81155.870000 sec): 3 clusters
  Score: Raw -379396.096847 + Penalty 2774.651067 = -376621.445780
  nChanged 8
		SP:Iteration 23Q (81156.050000 sec): 3 clusters
  Score: Raw -379397.957738 + Penalty 2774.651067 = -376623.306671
  nChanged 7
		SP:Iteration 24Q (81156.230000 sec): 3 clusters
  Score: Raw -379399.422098 + Penalty 2774.651067 = -376624.771031
  nChanged 10
		SP:Iteration 25Q (81156.400000 sec): 3 clusters
  Score: Raw -379401.949529 + Penalty 2774.651067 = -376627.298462
  nChanged 14
		SP:Iteration 26Q (81156.580000 sec): 3 clusters
  Score: Raw -379406.361732 + Penalty 2774.651067 = -376631.710665
  nChanged 17
		SP:Iteration 27Q (81156.750000 sec): 3 clusters
  Score: Raw -379411.502439 + Penalty 2774.651067 = -376636.851371
  nChanged 16
		SP:Iteration 28Q (81156.930000 sec): 3 clusters
  Score: Raw -379416.519034 + Penalty 2774.651067 = -376641.867967
  nChanged 24
		SP:Iteration 29Q (81157.100000 sec): 3 clusters
  Score: Raw -379422.850139 + Penalty 2774.651067 = -376648.199072
  nChanged 23
		SP:Iteration 30Q (81157.280000 sec): 3 clusters
  Score: Raw -379429.362139 + Penalty 2774.651067 = -376654.711072
  nChanged 29
		SP:Iteration 31Q (81157.450000 sec): 3 clusters
  Score: Raw -379440.942737 + Penalty 2774.651067 = -376666.291670
  nChanged 33
		SP:Iteration 32Q (81157.630000 sec): 3 clusters
  Score: Raw -379453.512974 + Penalty 2774.651067 = -376678.861907
  nChanged 35
		SP:Iteration 33Q (81157.810000 sec): 3 clusters
  Score: Raw -379468.482523 + Penalty 2774.651067 = -376693.831456
  nChanged 41
		SP:Iteration 34Q (81157.980000 sec): 3 clusters
  Score: Raw -379490.732671 + Penalty 2774.651067 = -376716.081604
  nChanged 54
		SP:Iteration 35Q (81158.160000 sec): 3 clusters
  Score: Raw -379518.298249 + Penalty 2774.651067 = -376743.647182
  nChanged 50
		SP:Iteration 36Q (81158.330000 sec): 3 clusters
  Score: Raw -379539.908760 + Penalty 2774.651067 = -376765.257693
  nChanged 51
		SP:Iteration 37Q (81158.550000 sec): 3 clusters
  Score: Raw -379559.555432 + Penalty 2774.651067 = -376784.904365
  nChanged 46
		SP:Iteration 38Q (81158.730000 sec): 3 clusters
  Score: Raw -379580.235310 + Penalty 2774.651067 = -376805.584242
  nChanged 43
		SP:Iteration 39Q (81158.910000 sec): 3 clusters
  Score: Raw -379602.820413 + Penalty 2774.651067 = -376828.169346
  nChanged 53
		SP:Iteration 40F (81159.080000 sec): 3 clusters
  Score: Raw -379630.216533 + Penalty 2774.651067 = -376855.565466
  nChanged 56
		SP:Iteration 41Q (81159.260000 sec): 3 clusters
  Score: Raw -379666.141666 + Penalty 2774.651067 = -376891.490599
  nChanged 57
		SP:Iteration 42Q (81159.430000 sec): 3 clusters
  Score: Raw -379700.896161 + Penalty 2774.651067 = -376926.245094
  nChanged 49
		SP:Iteration 43Q (81159.610000 sec): 3 clusters
  Score: Raw -379719.331695 + Penalty 2774.651067 = -376944.680628
  nChanged 28
		SP:Iteration 44Q (81159.780000 sec): 3 clusters
  Score: Raw -379727.538916 + Penalty 2774.651067 = -376952.887849
  nChanged 25
		SP:Iteration 45Q (81159.960000 sec): 3 clusters
  Score: Raw -379735.100400 + Penalty 2774.651067 = -376960.449333
  nChanged 26
		SP:Iteration 46Q (81160.130000 sec): 3 clusters
  Score: Raw -379743.220321 + Penalty 2774.651067 = -376968.569254
  nChanged 27
		SP:Iteration 47Q (81160.310000 sec): 3 clusters
  Score: Raw -379749.840565 + Penalty 2774.651067 = -376975.189498
  nChanged 20
		SP:Iteration 48Q (81160.490000 sec): 3 clusters
  Score: Raw -379755.642992 + Penalty 2774.651067 = -376980.991925
  nChanged 19
		SP:Iteration 49Q (81160.660000 sec): 3 clusters
  Score: Raw -379761.048298 + Penalty 2774.651067 = -376986.397231
  nChanged 21
		SP:Iteration 50Q (81160.830000 sec): 3 clusters
  Score: Raw -379767.194363 + Penalty 2774.651067 = -376992.543296
  nChanged 14
		SP:Iteration 51Q (81160.990000 sec): 3 clusters
  Score: Raw -379771.196981 + Penalty 2774.651067 = -376996.545914
  nChanged 14
		SP:Iteration 52Q (81161.230000 sec): 3 clusters
  Score: Raw -379774.074197 + Penalty 2774.651067 = -376999.423130
  nChanged 9
		SP:Iteration 53Q (81161.390000 sec): 3 clusters
  Score: Raw -379775.714530 + Penalty 2774.651067 = -377001.063463
  nChanged 6
		SP:Iteration 54Q (81161.550000 sec): 3 clusters
  Score: Raw -379776.852613 + Penalty 2774.651067 = -377002.201546
  nChanged 7
		SP:Iteration 55Q (81161.710000 sec): 3 clusters
  Score: Raw -379778.078909 + Penalty 2774.651067 = -377003.427842
  nChanged 5
		SP:Iteration 56Q (81161.870000 sec): 3 clusters
  Score: Raw -379779.341972 + Penalty 2774.651067 = -377004.690905
  nChanged 5
		SP:Iteration 57Q (81162.020000 sec): 3 clusters
  Score: Raw -379780.212477 + Penalty 2774.651067 = -377005.561410
  nChanged 1
		SP:Iteration 58Q (81162.180000 sec): 3 clusters
  Score: Raw -379780.374427 + Penalty 2774.651067 = -377005.723360
  nChanged 1
		SP:Iteration 59Q (81162.340000 sec): 3 clusters
  Score: Raw -379780.475804 + Penalty 2774.651067 = -377005.824737
  nChanged 0
		SP:Iteration 60F (81162.500000 sec): 3 clusters
  Score: Raw -379780.475804 + Penalty 2774.651067 = -377005.824737
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (2158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81162.570000 sec): 2 clusters
  Score: Raw -200560.707849 + Penalty 1247.502286 = -199313.205563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81162.730000 sec): 3 clusters
  Score: Raw -199645.724560 + Penalty 2495.004572 = -197150.719988
  nChanged 782
		SP:Iteration 1F (81162.890000 sec): 3 clusters
  Score: Raw -200167.748311 + Penalty 2495.004572 = -197672.743739
  nChanged 175
		SP:Iteration 2F (81163.050000 sec): 3 clusters
  Score: Raw -200294.349536 + Penalty 2495.004572 = -197799.344964
  nChanged 109
		SP:Iteration 3F (81163.210000 sec): 3 clusters
  Score: Raw -200389.040767 + Penalty 2495.004572 = -197894.036194
  nChanged 82
		SP:Iteration 4Q (81163.370000 sec): 3 clusters
  Score: Raw -200455.806427 + Penalty 2495.004572 = -197960.801854
  nChanged 83
		SP:Iteration 5Q (81163.530000 sec): 3 clusters
  Score: Raw -200528.392475 + Penalty 2495.004572 = -198033.387902
  nChanged 71
		SP:Iteration 6Q (81163.690000 sec): 3 clusters
  Score: Raw -200584.608824 + Penalty 2495.004572 = -198089.604252
  nChanged 73
		SP:Iteration 7Q (81163.850000 sec): 3 clusters
  Score: Raw -200644.276768 + Penalty 2495.004572 = -198149.272196
  nChanged 66
		SP:Iteration 8Q (81164.010000 sec): 3 clusters
  Score: Raw -200706.727098 + Penalty 2495.004572 = -198211.722526
  nChanged 61
		SP:Iteration 9Q (81164.170000 sec): 3 clusters
  Score: Raw -200755.121154 + Penalty 2495.004572 = -198260.116581
  nChanged 43
		SP:Iteration 10Q (81164.370000 sec): 3 clusters
  Score: Raw -200792.275982 + Penalty 2495.004572 = -198297.271409
  nChanged 40
		SP:Iteration 11Q (81164.520000 sec): 3 clusters
  Score: Raw -200828.268718 + Penalty 2495.004572 = -198333.264146
  nChanged 35
		SP:Iteration 12Q (81164.670000 sec): 3 clusters
  Score: Raw -200851.402486 + Penalty 2495.004572 = -198356.397913
  nChanged 20
		SP:Iteration 13Q (81164.820000 sec): 3 clusters
  Score: Raw -200865.718046 + Penalty 2495.004572 = -198370.713473
  nChanged 23
		SP:Iteration 14Q (81164.970000 sec): 3 clusters
  Score: Raw -200879.217040 + Penalty 2495.004572 = -198384.212467
  nChanged 16
		SP:Iteration 15Q (81165.090000 sec): 3 clusters
  Score: Raw -200888.831979 + Penalty 2495.004572 = -198393.827407
  nChanged 13
		SP:Iteration 16Q (81165.300000 sec): 3 clusters
  Score: Raw -200897.892606 + Penalty 2495.004572 = -198402.888034
  nChanged 17
		SP:Iteration 17Q (81165.420000 sec): 3 clusters
  Score: Raw -200909.867165 + Penalty 2495.004572 = -198414.862592
  nChanged 23
		SP:Iteration 18Q (81165.590000 sec): 3 clusters
  Score: Raw -200927.349176 + Penalty 2495.004572 = -198432.344603
  nChanged 25
		SP:Iteration 19Q (81165.770000 sec): 3 clusters
  Score: Raw -200950.800526 + Penalty 2495.004572 = -198455.795954
  nChanged 27
		SP:Iteration 20F (81165.950000 sec): 3 clusters
  Score: Raw -200972.934122 + Penalty 2495.004572 = -198477.929549
  nChanged 24
		SP:Iteration 21Q (81166.080000 sec): 3 clusters
  Score: Raw -200987.058515 + Penalty 2495.004572 = -198492.053943
  nChanged 19
		SP:Iteration 22Q (81166.250000 sec): 3 clusters
  Score: Raw -201000.434713 + Penalty 2495.004572 = -198505.430141
  nChanged 9
		SP:Iteration 23Q (81166.430000 sec): 3 clusters
  Score: Raw -201005.971612 + Penalty 2495.004572 = -198510.967040
  nChanged 13
		SP:Iteration 24Q (81166.610000 sec): 3 clusters
  Score: Raw -201012.162949 + Penalty 2495.004572 = -198517.158377
  nChanged 6
		SP:Iteration 25Q (81166.780000 sec): 3 clusters
  Score: Raw -201015.793111 + Penalty 2495.004572 = -198520.788539
  nChanged 5
		SP:Iteration 26Q (81166.960000 sec): 3 clusters
  Score: Raw -201018.594544 + Penalty 2495.004572 = -198523.589972
  nChanged 7
		SP:Iteration 27Q (81167.130000 sec): 3 clusters
  Score: Raw -201020.764980 + Penalty 2495.004572 = -198525.760407
  nChanged 2
		SP:Iteration 28Q (81167.310000 sec): 3 clusters
  Score: Raw -201021.222744 + Penalty 2495.004572 = -198526.218172
  nChanged 2
		SP:Iteration 29Q (81167.490000 sec): 3 clusters
  Score: Raw -201022.846697 + Penalty 2495.004572 = -198527.842124
  nChanged 6
		SP:Iteration 30Q (81167.670000 sec): 3 clusters
  Score: Raw -201026.456788 + Penalty 2495.004572 = -198531.452216
  nChanged 4
		SP:Iteration 31Q (81167.830000 sec): 3 clusters
  Score: Raw -201029.818082 + Penalty 2495.004572 = -198534.813509
  nChanged 4
		SP:Iteration 32Q (81168.010000 sec): 3 clusters
  Score: Raw -201031.929448 + Penalty 2495.004572 = -198536.924876
  nChanged 5
		SP:Iteration 33Q (81168.190000 sec): 3 clusters
  Score: Raw -201033.756418 + Penalty 2495.004572 = -198538.751845
  nChanged 5
		SP:Iteration 34Q (81168.360000 sec): 3 clusters
  Score: Raw -201037.019341 + Penalty 2495.004572 = -198542.014768
  nChanged 7
		SP:Iteration 35Q (81168.540000 sec): 3 clusters
  Score: Raw -201041.870940 + Penalty 2495.004572 = -198546.866368
  nChanged 6
		SP:Iteration 36Q (81168.710000 sec): 3 clusters
  Score: Raw -201045.908169 + Penalty 2495.004572 = -198550.903596
  nChanged 8
		SP:Iteration 37Q (81168.890000 sec): 3 clusters
  Score: Raw -201050.229543 + Penalty 2495.004572 = -198555.224971
  nChanged 4
		SP:Iteration 38Q (81169.070000 sec): 3 clusters
  Score: Raw -201051.192166 + Penalty 2495.004572 = -198556.187593
  nChanged 2
		SP:Iteration 39Q (81169.240000 sec): 3 clusters
  Score: Raw -201052.552272 + Penalty 2495.004572 = -198557.547700
  nChanged 3
		SP:Iteration 40F (81169.420000 sec): 3 clusters
  Score: Raw -201054.009645 + Penalty 2495.004572 = -198559.005073
  nChanged 2
		SP:Iteration 41Q (81169.590000 sec): 3 clusters
  Score: Raw -201054.651098 + Penalty 2495.004572 = -198559.646525
  nChanged 0
		SP:Iteration 42F (81169.770000 sec): 3 clusters
  Score: Raw -201054.651098 + Penalty 2495.004572 = -198559.646525
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (7456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81169.860000 sec): 2 clusters
  Score: Raw -627412.176974 + Penalty 1448.975833 = -625963.201142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81170.080000 sec): 3 clusters
  Score: Raw -623434.835569 + Penalty 2897.951666 = -620536.883904
  nChanged 3137
		SP:Iteration 1F (81170.270000 sec): 3 clusters
  Score: Raw -625508.074364 + Penalty 2897.951666 = -622610.122699
  nChanged 699
		SP:Iteration 2F (81170.390000 sec): 3 clusters
  Score: Raw -626101.269146 + Penalty 2897.951666 = -623203.317480
  nChanged 569
		SP:Iteration 3F (81170.510000 sec): 3 clusters
  Score: Raw -626555.064953 + Penalty 2897.951666 = -623657.113287
  nChanged 462
		SP:Iteration 4F (81170.620000 sec): 3 clusters
  Score: Raw -626924.889997 + Penalty 2897.951666 = -624026.938331
  nChanged 391
		SP:Iteration 5F (81170.740000 sec): 3 clusters
  Score: Raw -627197.756928 + Penalty 2897.951666 = -624299.805262
  nChanged 307
		SP:Iteration 6Q (81170.860000 sec): 3 clusters
  Score: Raw -627369.443771 + Penalty 2897.951666 = -624471.492106
  nChanged 208
		SP:Iteration 7Q (81170.980000 sec): 3 clusters
  Score: Raw -627470.036295 + Penalty 2897.951666 = -624572.084629
  nChanged 179
		SP:Iteration 8Q (81171.190000 sec): 3 clusters
  Score: Raw -627552.078119 + Penalty 2897.951666 = -624654.126453
  nChanged 149
		SP:Iteration 9Q (81171.390000 sec): 3 clusters
  Score: Raw -627603.921852 + Penalty 2897.951666 = -624705.970186
  nChanged 93
		SP:Iteration 10Q (81171.590000 sec): 3 clusters
  Score: Raw -627631.520651 + Penalty 2897.951666 = -624733.568985
  nChanged 78
		SP:Iteration 11Q (81171.790000 sec): 3 clusters
  Score: Raw -627651.630888 + Penalty 2897.951666 = -624753.679222
  nChanged 52
		SP:Iteration 12Q (81171.990000 sec): 3 clusters
  Score: Raw -627663.145114 + Penalty 2897.951666 = -624765.193448
  nChanged 46
		SP:Iteration 13Q (81172.190000 sec): 3 clusters
  Score: Raw -627674.542832 + Penalty 2897.951666 = -624776.591166
  nChanged 42
		SP:Iteration 14Q (81172.390000 sec): 3 clusters
  Score: Raw -627688.208112 + Penalty 2897.951666 = -624790.256446
  nChanged 43
		SP:Iteration 15Q (81172.580000 sec): 3 clusters
  Score: Raw -627701.092697 + Penalty 2897.951666 = -624803.141031
  nChanged 38
		SP:Iteration 16Q (81172.700000 sec): 3 clusters
  Score: Raw -627708.234728 + Penalty 2897.951666 = -624810.283062
  nChanged 24
		SP:Iteration 17Q (81172.910000 sec): 3 clusters
  Score: Raw -627713.404009 + Penalty 2897.951666 = -624815.452343
  nChanged 26
		SP:Iteration 18Q (81173.110000 sec): 3 clusters
  Score: Raw -627717.091792 + Penalty 2897.951666 = -624819.140127
  nChanged 25
		SP:Iteration 19Q (81173.310000 sec): 3 clusters
  Score: Raw -627722.479773 + Penalty 2897.951666 = -624824.528108
  nChanged 26
		SP:Iteration 20F (81173.510000 sec): 3 clusters
  Score: Raw -627729.628447 + Penalty 2897.951666 = -624831.676781
  nChanged 45
		SP:Iteration 21Q (81173.710000 sec): 3 clusters
  Score: Raw -627744.138543 + Penalty 2897.951666 = -624846.186877
  nChanged 39
		SP:Iteration 22Q (81173.910000 sec): 3 clusters
  Score: Raw -627755.545974 + Penalty 2897.951666 = -624857.594308
  nChanged 39
		SP:Iteration 23Q (81174.110000 sec): 3 clusters
  Score: Raw -627766.989832 + Penalty 2897.951666 = -624869.038166
  nChanged 45
		SP:Iteration 24Q (81174.310000 sec): 3 clusters
  Score: Raw -627780.348659 + Penalty 2897.951666 = -624882.396993
  nChanged 41
		SP:Iteration 25Q (81174.510000 sec): 3 clusters
  Score: Raw -627791.054571 + Penalty 2897.951666 = -624893.102905
  nChanged 40
		SP:Iteration 26Q (81174.710000 sec): 3 clusters
  Score: Raw -627801.811216 + Penalty 2897.951666 = -624903.859551
  nChanged 37
		SP:Iteration 27Q (81174.910000 sec): 3 clusters
  Score: Raw -627810.145684 + Penalty 2897.951666 = -624912.194018
  nChanged 34
		SP:Iteration 28Q (81175.110000 sec): 3 clusters
  Score: Raw -627818.314097 + Penalty 2897.951666 = -624920.362432
  nChanged 25
		SP:Iteration 29Q (81175.310000 sec): 3 clusters
  Score: Raw -627825.089100 + Penalty 2897.951666 = -624927.137434
  nChanged 27
		SP:Iteration 30Q (81175.510000 sec): 3 clusters
  Score: Raw -627831.860829 + Penalty 2897.951666 = -624933.909164
  nChanged 22
		SP:Iteration 31Q (81175.710000 sec): 3 clusters
  Score: Raw -627836.626405 + Penalty 2897.951666 = -624938.674739
  nChanged 21
		SP:Iteration 32Q (81175.910000 sec): 3 clusters
  Score: Raw -627842.787749 + Penalty 2897.951666 = -624944.836083
  nChanged 19
		SP:Iteration 33Q (81176.110000 sec): 3 clusters
  Score: Raw -627848.755453 + Penalty 2897.951666 = -624950.803787
  nChanged 23
		SP:Iteration 34Q (81176.310000 sec): 3 clusters
  Score: Raw -627855.619945 + Penalty 2897.951666 = -624957.668279
  nChanged 25
		SP:Iteration 35Q (81176.510000 sec): 3 clusters
  Score: Raw -627863.203147 + Penalty 2897.951666 = -624965.251481
  nChanged 25
		SP:Iteration 36Q (81176.620000 sec): 3 clusters
  Score: Raw -627869.307277 + Penalty 2897.951666 = -624971.355612
  nChanged 26
		SP:Iteration 37Q (81176.740000 sec): 3 clusters
  Score: Raw -627874.897143 + Penalty 2897.951666 = -624976.945477
  nChanged 25
		SP:Iteration 38Q (81176.860000 sec): 3 clusters
  Score: Raw -627880.167920 + Penalty 2897.951666 = -624982.216255
  nChanged 26
		SP:Iteration 39Q (81176.970000 sec): 3 clusters
  Score: Raw -627886.014301 + Penalty 2897.951666 = -624988.062635
  nChanged 30
		SP:Iteration 40F (81177.090000 sec): 3 clusters
  Score: Raw -627893.348581 + Penalty 2897.951666 = -624995.396915
  nChanged 27
		SP:Iteration 41Q (81177.210000 sec): 3 clusters
  Score: Raw -627898.965305 + Penalty 2897.951666 = -625001.013639
  nChanged 22
		SP:Iteration 42Q (81177.420000 sec): 3 clusters
  Score: Raw -627904.199881 + Penalty 2897.951666 = -625006.248215
  nChanged 26
		SP:Iteration 43Q (81177.530000 sec): 3 clusters
  Score: Raw -627908.781983 + Penalty 2897.951666 = -625010.830318
  nChanged 16
		SP:Iteration 44Q (81177.640000 sec): 3 clusters
  Score: Raw -627912.231182 + Penalty 2897.951666 = -625014.279516
  nChanged 14
		SP:Iteration 45Q (81177.760000 sec): 3 clusters
  Score: Raw -627914.892396 + Penalty 2897.951666 = -625016.940730
  nChanged 12
		SP:Iteration 46Q (81177.970000 sec): 3 clusters
  Score: Raw -627917.121406 + Penalty 2897.951666 = -625019.169740
  nChanged 13
		SP:Iteration 47Q (81178.130000 sec): 3 clusters
  Score: Raw -627919.870025 + Penalty 2897.951666 = -625021.918359
  nChanged 12
		SP:Iteration 48Q (81178.260000 sec): 3 clusters
  Score: Raw -627921.639400 + Penalty 2897.951666 = -625023.687734
  nChanged 8
		SP:Iteration 49Q (81178.380000 sec): 3 clusters
  Score: Raw -627923.636768 + Penalty 2897.951666 = -625025.685103
  nChanged 12
		SP:Iteration 50Q (81178.500000 sec): 3 clusters
  Score: Raw -627926.547935 + Penalty 2897.951666 = -625028.596269
  nChanged 13
		SP:Iteration 51Q (81178.620000 sec): 3 clusters
  Score: Raw -627928.706937 + Penalty 2897.951666 = -625030.755272
  nChanged 12
		SP:Iteration 52Q (81178.730000 sec): 3 clusters
  Score: Raw -627930.650015 + Penalty 2897.951666 = -625032.698349
  nChanged 11
		SP:Iteration 53Q (81178.920000 sec): 3 clusters
  Score: Raw -627932.633406 + Penalty 2897.951666 = -625034.681740
  nChanged 12
		SP:Iteration 54Q (81179.130000 sec): 3 clusters
  Score: Raw -627934.436745 + Penalty 2897.951666 = -625036.485079
  nChanged 9
		SP:Iteration 55Q (81179.320000 sec): 3 clusters
  Score: Raw -627936.356420 + Penalty 2897.951666 = -625038.404754
  nChanged 7
		SP:Iteration 56Q (81179.520000 sec): 3 clusters
  Score: Raw -627937.496674 + Penalty 2897.951666 = -625039.545009
  nChanged 5
		SP:Iteration 57Q (81179.670000 sec): 3 clusters
  Score: Raw -627938.569212 + Penalty 2897.951666 = -625040.617546
  nChanged 5
		SP:Iteration 58Q (81179.780000 sec): 3 clusters
  Score: Raw -627939.113261 + Penalty 2897.951666 = -625041.161595
  nChanged 3
		SP:Iteration 59Q (81179.900000 sec): 3 clusters
  Score: Raw -627939.438560 + Penalty 2897.951666 = -625041.486894
  nChanged 2
		SP:Iteration 60F (81180.020000 sec): 3 clusters
  Score: Raw -627939.969415 + Penalty 2897.951666 = -625042.017749
  nChanged 2
		SP:Iteration 61Q (81180.240000 sec): 3 clusters
  Score: Raw -627940.183735 + Penalty 2897.951666 = -625042.232070
  nChanged 1
		SP:Iteration 62Q (81180.440000 sec): 3 clusters
  Score: Raw -627940.322945 + Penalty 2897.951666 = -625042.371279
  nChanged 1
		SP:Iteration 63Q (81180.640000 sec): 3 clusters
  Score: Raw -627940.414534 + Penalty 2897.951666 = -625042.462868
  nChanged 0
		SP:Iteration 64F (81180.840000 sec): 3 clusters
  Score: Raw -627940.414534 + Penalty 2897.951666 = -625042.462868
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (3854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81180.940000 sec): 2 clusters
  Score: Raw -325586.990211 + Penalty 1341.740863 = -324245.249348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81181.110000 sec): 3 clusters
  Score: Raw -323697.351570 + Penalty 2683.481726 = -321013.869844
  nChanged 1489
		SP:Iteration 1F (81181.290000 sec): 3 clusters
  Score: Raw -324675.657879 + Penalty 2683.481726 = -321992.176153
  nChanged 365
		SP:Iteration 2F (81181.460000 sec): 3 clusters
  Score: Raw -324987.175326 + Penalty 2683.481726 = -322303.693600
  nChanged 311
		SP:Iteration 3F (81181.640000 sec): 3 clusters
  Score: Raw -325253.918486 + Penalty 2683.481726 = -322570.436760
  nChanged 252
		SP:Iteration 4F (81181.820000 sec): 3 clusters
  Score: Raw -325451.468625 + Penalty 2683.481726 = -322767.986899
  nChanged 197
		SP:Iteration 5F (81181.990000 sec): 3 clusters
  Score: Raw -325588.583523 + Penalty 2683.481726 = -322905.101797
  nChanged 150
		SP:Iteration 6Q (81182.170000 sec): 3 clusters
  Score: Raw -325699.066079 + Penalty 2683.481726 = -323015.584354
  nChanged 129
		SP:Iteration 7Q (81182.350000 sec): 3 clusters
  Score: Raw -325788.825026 + Penalty 2683.481726 = -323105.343300
  nChanged 106
		SP:Iteration 8Q (81182.520000 sec): 3 clusters
  Score: Raw -325845.113230 + Penalty 2683.481726 = -323161.631504
  nChanged 65
		SP:Iteration 9Q (81182.700000 sec): 3 clusters
  Score: Raw -325877.791654 + Penalty 2683.481726 = -323194.309928
  nChanged 66
		SP:Iteration 10Q (81182.870000 sec): 3 clusters
  Score: Raw -325911.839242 + Penalty 2683.481726 = -323228.357516
  nChanged 51
		SP:Iteration 11Q (81183.050000 sec): 3 clusters
  Score: Raw -325939.029362 + Penalty 2683.481726 = -323255.547636
  nChanged 48
		SP:Iteration 12Q (81183.230000 sec): 3 clusters
  Score: Raw -325965.332342 + Penalty 2683.481726 = -323281.850616
  nChanged 36
		SP:Iteration 13Q (81183.400000 sec): 3 clusters
  Score: Raw -325980.146126 + Penalty 2683.481726 = -323296.664400
  nChanged 23
		SP:Iteration 14Q (81183.570000 sec): 3 clusters
  Score: Raw -325991.437180 + Penalty 2683.481726 = -323307.955454
  nChanged 27
		SP:Iteration 15Q (81183.750000 sec): 3 clusters
  Score: Raw -326005.869522 + Penalty 2683.481726 = -323322.387797
  nChanged 40
		SP:Iteration 16Q (81183.930000 sec): 3 clusters
  Score: Raw -326028.655851 + Penalty 2683.481726 = -323345.174125
  nChanged 37
		SP:Iteration 17Q (81184.100000 sec): 3 clusters
  Score: Raw -326048.075339 + Penalty 2683.481726 = -323364.593613
  nChanged 38
		SP:Iteration 18Q (81184.280000 sec): 3 clusters
  Score: Raw -326067.177253 + Penalty 2683.481726 = -323383.695527
  nChanged 38
		SP:Iteration 19Q (81184.450000 sec): 3 clusters
  Score: Raw -326083.658513 + Penalty 2683.481726 = -323400.176787
  nChanged 29
		SP:Iteration 20F (81184.630000 sec): 3 clusters
  Score: Raw -326097.569490 + Penalty 2683.481726 = -323414.087764
  nChanged 23
		SP:Iteration 21Q (81184.810000 sec): 3 clusters
  Score: Raw -326107.927091 + Penalty 2683.481726 = -323424.445366
  nChanged 23
		SP:Iteration 22Q (81184.980000 sec): 3 clusters
  Score: Raw -326117.659124 + Penalty 2683.481726 = -323434.177398
  nChanged 20
		SP:Iteration 23Q (81185.160000 sec): 3 clusters
  Score: Raw -326126.902377 + Penalty 2683.481726 = -323443.420651
  nChanged 17
		SP:Iteration 24Q (81185.330000 sec): 3 clusters
  Score: Raw -326138.051562 + Penalty 2683.481726 = -323454.569836
  nChanged 17
		SP:Iteration 25Q (81185.410000 sec): 3 clusters
  Score: Raw -326148.480187 + Penalty 2683.481726 = -323464.998461
  nChanged 15
		SP:Iteration 26Q (81185.480000 sec): 3 clusters
  Score: Raw -326158.365780 + Penalty 2683.481726 = -323474.884054
  nChanged 18
		SP:Iteration 27Q (81185.550000 sec): 3 clusters
  Score: Raw -326168.856231 + Penalty 2683.481726 = -323485.374505
  nChanged 16
		SP:Iteration 28Q (81185.620000 sec): 3 clusters
  Score: Raw -326179.495328 + Penalty 2683.481726 = -323496.013602
  nChanged 22
		SP:Iteration 29Q (81185.690000 sec): 3 clusters
  Score: Raw -326191.418154 + Penalty 2683.481726 = -323507.936428
  nChanged 27
		SP:Iteration 30Q (81185.760000 sec): 3 clusters
  Score: Raw -326202.721153 + Penalty 2683.481726 = -323519.239427
  nChanged 20
		SP:Iteration 31Q (81185.830000 sec): 3 clusters
  Score: Raw -326210.560478 + Penalty 2683.481726 = -323527.078753
  nChanged 12
		SP:Iteration 32Q (81185.900000 sec): 3 clusters
  Score: Raw -326218.956371 + Penalty 2683.481726 = -323535.474645
  nChanged 16
		SP:Iteration 33Q (81185.970000 sec): 3 clusters
  Score: Raw -326229.999017 + Penalty 2683.481726 = -323546.517291
  nChanged 17
		SP:Iteration 34Q (81186.050000 sec): 3 clusters
  Score: Raw -326241.775508 + Penalty 2683.481726 = -323558.293782
  nChanged 16
		SP:Iteration 35Q (81186.120000 sec): 3 clusters
  Score: Raw -326253.185338 + Penalty 2683.481726 = -323569.703612
  nChanged 14
		SP:Iteration 36Q (81186.230000 sec): 3 clusters
  Score: Raw -326258.570325 + Penalty 2683.481726 = -323575.088599
  nChanged 9
		SP:Iteration 37Q (81186.370000 sec): 3 clusters
  Score: Raw -326263.025899 + Penalty 2683.481726 = -323579.544174
  nChanged 9
		SP:Iteration 38Q (81186.450000 sec): 3 clusters
  Score: Raw -326266.337478 + Penalty 2683.481726 = -323582.855752
  nChanged 1
		SP:Iteration 39Q (81186.520000 sec): 3 clusters
  Score: Raw -326267.344731 + Penalty 2683.481726 = -323583.863005
  nChanged 5
		SP:Iteration 40F (81186.630000 sec): 3 clusters
  Score: Raw -326269.046255 + Penalty 2683.481726 = -323585.564529
  nChanged 4
		SP:Iteration 41Q (81186.810000 sec): 3 clusters
  Score: Raw -326270.331009 + Penalty 2683.481726 = -323586.849283
  nChanged 1
		SP:Iteration 42Q (81186.980000 sec): 3 clusters
  Score: Raw -326270.414805 + Penalty 2683.481726 = -323586.933079
  nChanged 0
		SP:Iteration 43F (81187.160000 sec): 3 clusters
  Score: Raw -326270.414805 + Penalty 2683.481726 = -323586.933079
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (3415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81187.270000 sec): 2 clusters
  Score: Raw -255227.031766 + Penalty 1322.089075 = -253904.942691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81187.450000 sec): 3 clusters
  Score: Raw -253588.986223 + Penalty 2644.178151 = -250944.808072
  nChanged 1346
		SP:Iteration 1F (81187.620000 sec): 3 clusters
  Score: Raw -254677.818002 + Penalty 2644.178151 = -252033.639851
  nChanged 386
		SP:Iteration 2F (81187.770000 sec): 3 clusters
  Score: Raw -255106.796496 + Penalty 2644.178151 = -252462.618345
  nChanged 294
		SP:Iteration 3F (81187.830000 sec): 3 clusters
  Score: Raw -255372.806132 + Penalty 2644.178151 = -252728.627982
  nChanged 173
		SP:Iteration 4F (81187.910000 sec): 3 clusters
  Score: Raw -255516.339296 + Penalty 2644.178151 = -252872.161145
  nChanged 115
		SP:Iteration 5Q (81187.980000 sec): 3 clusters
  Score: Raw -255591.504411 + Penalty 2644.178151 = -252947.326260
  nChanged 81
		SP:Iteration 6Q (81188.050000 sec): 3 clusters
  Score: Raw -255648.770745 + Penalty 2644.178151 = -253004.592594
  nChanged 66
		SP:Iteration 7Q (81188.160000 sec): 3 clusters
  Score: Raw -255692.908478 + Penalty 2644.178151 = -253048.730327
  nChanged 57
		SP:Iteration 8Q (81188.330000 sec): 3 clusters
  Score: Raw -255723.221780 + Penalty 2644.178151 = -253079.043629
  nChanged 37
		SP:Iteration 9Q (81188.510000 sec): 3 clusters
  Score: Raw -255743.295233 + Penalty 2644.178151 = -253099.117082
  nChanged 33
		SP:Iteration 10Q (81188.690000 sec): 3 clusters
  Score: Raw -255762.332318 + Penalty 2644.178151 = -253118.154167
  nChanged 41
		SP:Iteration 11Q (81188.860000 sec): 3 clusters
  Score: Raw -255783.591734 + Penalty 2644.178151 = -253139.413584
  nChanged 41
		SP:Iteration 12Q (81188.970000 sec): 3 clusters
  Score: Raw -255805.693860 + Penalty 2644.178151 = -253161.515709
  nChanged 34
		SP:Iteration 13Q (81189.030000 sec): 3 clusters
  Score: Raw -255823.773791 + Penalty 2644.178151 = -253179.595640
  nChanged 34
		SP:Iteration 14Q (81189.100000 sec): 3 clusters
  Score: Raw -255842.938439 + Penalty 2644.178151 = -253198.760288
  nChanged 38
		SP:Iteration 15Q (81189.170000 sec): 3 clusters
  Score: Raw -255864.859660 + Penalty 2644.178151 = -253220.681509
  nChanged 35
		SP:Iteration 16Q (81189.240000 sec): 3 clusters
  Score: Raw -255882.711754 + Penalty 2644.178151 = -253238.533603
  nChanged 27
		SP:Iteration 17Q (81189.310000 sec): 3 clusters
  Score: Raw -255894.055385 + Penalty 2644.178151 = -253249.877234
  nChanged 22
		SP:Iteration 18Q (81189.380000 sec): 3 clusters
  Score: Raw -255904.687395 + Penalty 2644.178151 = -253260.509244
  nChanged 17
		SP:Iteration 19Q (81189.490000 sec): 3 clusters
  Score: Raw -255911.624166 + Penalty 2644.178151 = -253267.446015
  nChanged 16
		SP:Iteration 20F (81189.670000 sec): 3 clusters
  Score: Raw -255918.249319 + Penalty 2644.178151 = -253274.071168
  nChanged 18
		SP:Iteration 21Q (81189.840000 sec): 3 clusters
  Score: Raw -255925.405525 + Penalty 2644.178151 = -253281.227374
  nChanged 11
		SP:Iteration 22Q (81190.020000 sec): 3 clusters
  Score: Raw -255928.753995 + Penalty 2644.178151 = -253284.575844
  nChanged 12
		SP:Iteration 23Q (81190.190000 sec): 3 clusters
  Score: Raw -255932.692531 + Penalty 2644.178151 = -253288.514380
  nChanged 14
		SP:Iteration 24Q (81190.370000 sec): 3 clusters
  Score: Raw -255939.011590 + Penalty 2644.178151 = -253294.833439
  nChanged 15
		SP:Iteration 25Q (81190.540000 sec): 3 clusters
  Score: Raw -255946.372352 + Penalty 2644.178151 = -253302.194201
  nChanged 15
		SP:Iteration 26Q (81190.720000 sec): 3 clusters
  Score: Raw -255953.295505 + Penalty 2644.178151 = -253309.117355
  nChanged 14
		SP:Iteration 27Q (81190.790000 sec): 3 clusters
  Score: Raw -255958.605708 + Penalty 2644.178151 = -253314.427557
  nChanged 10
		SP:Iteration 28Q (81190.860000 sec): 3 clusters
  Score: Raw -255961.535898 + Penalty 2644.178151 = -253317.357747
  nChanged 7
		SP:Iteration 29Q (81190.930000 sec): 3 clusters
  Score: Raw -255963.851688 + Penalty 2644.178151 = -253319.673538
  nChanged 10
		SP:Iteration 30Q (81190.990000 sec): 3 clusters
  Score: Raw -255967.135541 + Penalty 2644.178151 = -253322.957390
  nChanged 5
		SP:Iteration 31Q (81191.060000 sec): 3 clusters
  Score: Raw -255968.179223 + Penalty 2644.178151 = -253324.001072
  nChanged 0
		SP:Iteration 32F (81191.130000 sec): 3 clusters
  Score: Raw -255968.179223 + Penalty 2644.178151 = -253324.001072
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (4210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81191.200000 sec): 2 clusters
  Score: Raw -377587.289059 + Penalty 1356.097913 = -376231.191145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81191.290000 sec): 3 clusters
  Score: Raw -375455.352156 + Penalty 2712.195826 = -372743.156330
  nChanged 1666
		SP:Iteration 1F (81191.370000 sec): 3 clusters
  Score: Raw -376479.745186 + Penalty 2712.195826 = -373767.549360
  nChanged 360
		SP:Iteration 2F (81191.450000 sec): 3 clusters
  Score: Raw -376818.466728 + Penalty 2712.195826 = -374106.270902
  nChanged 324
		SP:Iteration 3F (81191.530000 sec): 3 clusters
  Score: Raw -377094.600347 + Penalty 2712.195826 = -374382.404521
  nChanged 265
		SP:Iteration 4F (81191.610000 sec): 3 clusters
  Score: Raw -377313.981553 + Penalty 2712.195826 = -374601.785727
  nChanged 238
		SP:Iteration 5F (81191.690000 sec): 3 clusters
  Score: Raw -377493.929653 + Penalty 2712.195826 = -374781.733827
  nChanged 200
		SP:Iteration 6Q (81191.780000 sec): 3 clusters
  Score: Raw -377628.353400 + Penalty 2712.195826 = -374916.157574
  nChanged 148
		SP:Iteration 7Q (81191.870000 sec): 3 clusters
  Score: Raw -377717.829629 + Penalty 2712.195826 = -375005.633803
  nChanged 117
		SP:Iteration 8Q (81191.950000 sec): 3 clusters
  Score: Raw -377790.053098 + Penalty 2712.195826 = -375077.857271
  nChanged 101
		SP:Iteration 9Q (81192.040000 sec): 3 clusters
  Score: Raw -377841.993594 + Penalty 2712.195826 = -375129.797768
  nChanged 69
		SP:Iteration 10Q (81192.120000 sec): 3 clusters
  Score: Raw -377870.098940 + Penalty 2712.195826 = -375157.903114
  nChanged 57
		SP:Iteration 11Q (81192.210000 sec): 3 clusters
  Score: Raw -377896.900476 + Penalty 2712.195826 = -375184.704650
  nChanged 50
		SP:Iteration 12Q (81192.290000 sec): 3 clusters
  Score: Raw -377911.830723 + Penalty 2712.195826 = -375199.634897
  nChanged 31
		SP:Iteration 13Q (81192.370000 sec): 3 clusters
  Score: Raw -377923.111099 + Penalty 2712.195826 = -375210.915272
  nChanged 22
		SP:Iteration 14Q (81192.450000 sec): 3 clusters
  Score: Raw -377928.396863 + Penalty 2712.195826 = -375216.201037
  nChanged 14
		SP:Iteration 15Q (81192.530000 sec): 3 clusters
  Score: Raw -377931.411699 + Penalty 2712.195826 = -375219.215872
  nChanged 12
		SP:Iteration 16Q (81192.620000 sec): 3 clusters
  Score: Raw -377934.505815 + Penalty 2712.195826 = -375222.309989
  nChanged 9
		SP:Iteration 17Q (81192.710000 sec): 3 clusters
  Score: Raw -377936.575863 + Penalty 2712.195826 = -375224.380037
  nChanged 7
		SP:Iteration 18Q (81192.790000 sec): 3 clusters
  Score: Raw -377939.581774 + Penalty 2712.195826 = -375227.385947
  nChanged 9
		SP:Iteration 19Q (81192.870000 sec): 3 clusters
  Score: Raw -377941.805348 + Penalty 2712.195826 = -375229.609521
  nChanged 7
		SP:Iteration 20F (81192.960000 sec): 3 clusters
  Score: Raw -377943.889202 + Penalty 2712.195826 = -375231.693376
  nChanged 6
		SP:Iteration 21Q (81193.040000 sec): 3 clusters
  Score: Raw -377945.498072 + Penalty 2712.195826 = -375233.302246
  nChanged 6
		SP:Iteration 22Q (81193.120000 sec): 3 clusters
  Score: Raw -377947.298409 + Penalty 2712.195826 = -375235.102583
  nChanged 5
		SP:Iteration 23Q (81193.210000 sec): 3 clusters
  Score: Raw -377948.337950 + Penalty 2712.195826 = -375236.142124
  nChanged 1
		SP:Iteration 24Q (81193.290000 sec): 3 clusters
  Score: Raw -377948.499742 + Penalty 2712.195826 = -375236.303916
  nChanged 0
		SP:Iteration 25F (81193.370000 sec): 3 clusters
  Score: Raw -377948.499742 + Penalty 2712.195826 = -375236.303916
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (3367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81193.440000 sec): 2 clusters
  Score: Raw -316749.907136 + Penalty 1319.788831 = -315430.118305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81193.510000 sec): 3 clusters
  Score: Raw -315127.381483 + Penalty 2639.577661 = -312487.803821
  nChanged 1283
		SP:Iteration 1F (81193.570000 sec): 3 clusters
  Score: Raw -315982.462132 + Penalty 2639.577661 = -313342.884471
  nChanged 289
		SP:Iteration 2F (81193.720000 sec): 3 clusters
  Score: Raw -316172.066441 + Penalty 2639.577661 = -313532.488780
  nChanged 189
		SP:Iteration 3F (81193.780000 sec): 3 clusters
  Score: Raw -316291.622625 + Penalty 2639.577661 = -313652.044963
  nChanged 136
		SP:Iteration 4Q (81193.850000 sec): 3 clusters
  Score: Raw -316381.134972 + Penalty 2639.577661 = -313741.557310
  nChanged 115
		SP:Iteration 5Q (81193.920000 sec): 3 clusters
  Score: Raw -316456.764093 + Penalty 2639.577661 = -313817.186431
  nChanged 101
		SP:Iteration 6Q (81193.990000 sec): 3 clusters
  Score: Raw -316543.967129 + Penalty 2639.577661 = -313904.389467
  nChanged 119
		SP:Iteration 7Q (81194.050000 sec): 3 clusters
  Score: Raw -316643.180576 + Penalty 2639.577661 = -314003.602915
  nChanged 115
		SP:Iteration 8Q (81194.120000 sec): 3 clusters
  Score: Raw -316743.899633 + Penalty 2639.577661 = -314104.321972
  nChanged 109
		SP:Iteration 9Q (81194.180000 sec): 3 clusters
  Score: Raw -316844.530719 + Penalty 2639.577661 = -314204.953058
  nChanged 130
		SP:Iteration 10Q (81194.250000 sec): 3 clusters
  Score: Raw -316989.287646 + Penalty 2639.577661 = -314349.709985
  nChanged 131
		SP:Iteration 11Q (81194.310000 sec): 3 clusters
  Score: Raw -317134.335403 + Penalty 2639.577661 = -314494.757742
  nChanged 115
		SP:Iteration 12Q (81194.370000 sec): 3 clusters
  Score: Raw -317279.413711 + Penalty 2639.577661 = -314639.836049
  nChanged 105
		SP:Iteration 13Q (81194.430000 sec): 3 clusters
  Score: Raw -317398.111742 + Penalty 2639.577661 = -314758.534081
  nChanged 95
		SP:Iteration 14Q (81194.490000 sec): 3 clusters
  Score: Raw -317485.140309 + Penalty 2639.577661 = -314845.562647
  nChanged 63
		SP:Iteration 15Q (81194.550000 sec): 3 clusters
  Score: Raw -317537.788407 + Penalty 2639.577661 = -314898.210746
  nChanged 57
		SP:Iteration 16Q (81194.610000 sec): 3 clusters
  Score: Raw -317593.372720 + Penalty 2639.577661 = -314953.795059
  nChanged 47
		SP:Iteration 17Q (81194.670000 sec): 3 clusters
  Score: Raw -317641.016639 + Penalty 2639.577661 = -315001.438978
  nChanged 50
		SP:Iteration 18Q (81194.730000 sec): 3 clusters
  Score: Raw -317681.739358 + Penalty 2639.577661 = -315042.161697
  nChanged 35
		SP:Iteration 19Q (81194.790000 sec): 3 clusters
  Score: Raw -317715.630277 + Penalty 2639.577661 = -315076.052615
  nChanged 30
		SP:Iteration 20F (81194.850000 sec): 3 clusters
  Score: Raw -317737.543550 + Penalty 2639.577661 = -315097.965889
  nChanged 17
		SP:Iteration 21Q (81194.910000 sec): 3 clusters
  Score: Raw -317748.372611 + Penalty 2639.577661 = -315108.794950
  nChanged 9
		SP:Iteration 22Q (81194.970000 sec): 3 clusters
  Score: Raw -317751.676715 + Penalty 2639.577661 = -315112.099053
  nChanged 10
		SP:Iteration 23Q (81195.040000 sec): 3 clusters
  Score: Raw -317754.564715 + Penalty 2639.577661 = -315114.987054
  nChanged 4
		SP:Iteration 24Q (81195.100000 sec): 3 clusters
  Score: Raw -317756.057264 + Penalty 2639.577661 = -315116.479602
  nChanged 5
		SP:Iteration 25Q (81195.160000 sec): 3 clusters
  Score: Raw -317757.735581 + Penalty 2639.577661 = -315118.157920
  nChanged 6
		SP:Iteration 26Q (81195.220000 sec): 3 clusters
  Score: Raw -317760.395655 + Penalty 2639.577661 = -315120.817994
  nChanged 6
		SP:Iteration 27Q (81195.280000 sec): 3 clusters
  Score: Raw -317762.921540 + Penalty 2639.577661 = -315123.343878
  nChanged 5
		SP:Iteration 28Q (81195.340000 sec): 3 clusters
  Score: Raw -317765.442746 + Penalty 2639.577661 = -315125.865084
  nChanged 5
		SP:Iteration 29Q (81195.400000 sec): 3 clusters
  Score: Raw -317767.687575 + Penalty 2639.577661 = -315128.109914
  nChanged 6
		SP:Iteration 30Q (81195.460000 sec): 3 clusters
  Score: Raw -317769.652179 + Penalty 2639.577661 = -315130.074517
  nChanged 4
		SP:Iteration 31Q (81195.520000 sec): 3 clusters
  Score: Raw -317771.458281 + Penalty 2639.577661 = -315131.880620
  nChanged 4
		SP:Iteration 32Q (81195.580000 sec): 3 clusters
  Score: Raw -317772.549606 + Penalty 2639.577661 = -315132.971945
  nChanged 2
		SP:Iteration 33Q (81195.640000 sec): 3 clusters
  Score: Raw -317772.855033 + Penalty 2639.577661 = -315133.277372
  nChanged 0
		SP:Iteration 34F (81195.700000 sec): 3 clusters
  Score: Raw -317772.855033 + Penalty 2639.577661 = -315133.277372
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (13185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81195.850000 sec): 2 clusters
  Score: Raw -1264482.373953 + Penalty 1541.610704 = -1262940.763250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81196.050000 sec): 3 clusters
  Score: Raw -1256827.399692 + Penalty 3083.221407 = -1253744.178285
  nChanged 5859
		SP:Iteration 1F (81196.290000 sec): 3 clusters
  Score: Raw -1260198.596192 + Penalty 3083.221407 = -1257115.374785
  nChanged 930
		SP:Iteration 2F (81196.550000 sec): 3 clusters
  Score: Raw -1260834.355773 + Penalty 3083.221407 = -1257751.134366
  nChanged 913
		SP:Iteration 3F (81196.800000 sec): 3 clusters
  Score: Raw -1261512.803430 + Penalty 3083.221407 = -1258429.582023
  nChanged 887
		SP:Iteration 4F (81197.030000 sec): 3 clusters
  Score: Raw -1262144.580344 + Penalty 3083.221407 = -1259061.358937
  nChanged 856
		SP:Iteration 5F (81197.240000 sec): 3 clusters
  Score: Raw -1262802.220769 + Penalty 3083.221407 = -1259718.999362
  nChanged 821
		SP:Iteration 6F (81197.490000 sec): 3 clusters
  Score: Raw -1263445.565555 + Penalty 3083.221407 = -1260362.344147
  nChanged 729
		SP:Iteration 7F (81197.780000 sec): 3 clusters
  Score: Raw -1264033.379472 + Penalty 3083.221407 = -1260950.158065
  nChanged 636
		SP:Iteration 8Q (81197.990000 sec): 3 clusters
  Score: Raw -1264548.524325 + Penalty 3083.221407 = -1261465.302918
  nChanged 495
		SP:Iteration 9Q (81198.270000 sec): 3 clusters
  Score: Raw -1264829.650439 + Penalty 3083.221407 = -1261746.429032
  nChanged 324
		SP:Iteration 10Q (81198.510000 sec): 3 clusters
  Score: Raw -1264972.953460 + Penalty 3083.221407 = -1261889.732053
  nChanged 208
		SP:Iteration 11Q (81198.800000 sec): 3 clusters
  Score: Raw -1265041.523258 + Penalty 3083.221407 = -1261958.301850
  nChanged 156
		SP:Iteration 12Q (81199.040000 sec): 3 clusters
  Score: Raw -1265083.149731 + Penalty 3083.221407 = -1261999.928324
  nChanged 105
		SP:Iteration 13Q (81199.330000 sec): 3 clusters
  Score: Raw -1265104.635651 + Penalty 3083.221407 = -1262021.414244
  nChanged 89
		SP:Iteration 14Q (81199.570000 sec): 3 clusters
  Score: Raw -1265120.679635 + Penalty 3083.221407 = -1262037.458227
  nChanged 71
		SP:Iteration 15Q (81199.740000 sec): 3 clusters
  Score: Raw -1265133.994830 + Penalty 3083.221407 = -1262050.773423
  nChanged 50
		SP:Iteration 16Q (81199.920000 sec): 3 clusters
  Score: Raw -1265141.536910 + Penalty 3083.221407 = -1262058.315503
  nChanged 36
		SP:Iteration 17Q (81200.180000 sec): 3 clusters
  Score: Raw -1265145.983397 + Penalty 3083.221407 = -1262062.761990
  nChanged 35
		SP:Iteration 18Q (81200.460000 sec): 3 clusters
  Score: Raw -1265151.458636 + Penalty 3083.221407 = -1262068.237229
  nChanged 29
		SP:Iteration 19Q (81200.750000 sec): 3 clusters
  Score: Raw -1265156.142543 + Penalty 3083.221407 = -1262072.921136
  nChanged 32
		SP:Iteration 20F (81200.880000 sec): 3 clusters
  Score: Raw -1265160.597528 + Penalty 3083.221407 = -1262077.376121
  nChanged 21
		SP:Iteration 21Q (81201.050000 sec): 3 clusters
  Score: Raw -1265163.085671 + Penalty 3083.221407 = -1262079.864264
  nChanged 16
		SP:Iteration 22Q (81201.270000 sec): 3 clusters
  Score: Raw -1265164.681838 + Penalty 3083.221407 = -1262081.460431
  nChanged 12
		SP:Iteration 23Q (81201.520000 sec): 3 clusters
  Score: Raw -1265165.934367 + Penalty 3083.221407 = -1262082.712960
  nChanged 13
		SP:Iteration 24Q (81201.750000 sec): 3 clusters
  Score: Raw -1265167.393169 + Penalty 3083.221407 = -1262084.171762
  nChanged 9
		SP:Iteration 25Q (81202.010000 sec): 3 clusters
  Score: Raw -1265168.160687 + Penalty 3083.221407 = -1262084.939280
  nChanged 6
		SP:Iteration 26Q (81202.260000 sec): 3 clusters
  Score: Raw -1265168.448686 + Penalty 3083.221407 = -1262085.227279
  nChanged 3
		SP:Iteration 27Q (81202.540000 sec): 3 clusters
  Score: Raw -1265168.639635 + Penalty 3083.221407 = -1262085.418228
  nChanged 1
		SP:Iteration 28Q (81202.820000 sec): 3 clusters
  Score: Raw -1265168.746005 + Penalty 3083.221407 = -1262085.524597
  nChanged 0
		SP:Iteration 29F (81203.110000 sec): 3 clusters
  Score: Raw -1265168.746005 + Penalty 3083.221407 = -1262085.524597
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (5034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81203.200000 sec): 2 clusters
  Score: Raw -391979.698333 + Penalty 1385.145154 = -390594.553179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81203.280000 sec): 3 clusters
  Score: Raw -389415.415798 + Penalty 2770.290307 = -386645.125491
  nChanged 2002
		SP:Iteration 1F (81203.390000 sec): 3 clusters
  Score: Raw -390594.908176 + Penalty 2770.290307 = -387824.617868
  nChanged 414
		SP:Iteration 2F (81203.480000 sec): 3 clusters
  Score: Raw -390871.365351 + Penalty 2770.290307 = -388101.075044
  nChanged 320
		SP:Iteration 3F (81203.580000 sec): 3 clusters
  Score: Raw -391095.298674 + Penalty 2770.290307 = -388325.008366
  nChanged 271
		SP:Iteration 4F (81203.670000 sec): 3 clusters
  Score: Raw -391277.569848 + Penalty 2770.290307 = -388507.279541
  nChanged 237
		SP:Iteration 5Q (81203.770000 sec): 3 clusters
  Score: Raw -391429.751100 + Penalty 2770.290307 = -388659.460793
  nChanged 204
		SP:Iteration 6Q (81203.870000 sec): 3 clusters
  Score: Raw -391544.024082 + Penalty 2770.290307 = -388773.733775
  nChanged 159
		SP:Iteration 7Q (81203.960000 sec): 3 clusters
  Score: Raw -391642.925347 + Penalty 2770.290307 = -388872.635040
  nChanged 147
		SP:Iteration 8Q (81204.060000 sec): 3 clusters
  Score: Raw -391740.512599 + Penalty 2770.290307 = -388970.222292
  nChanged 134
		SP:Iteration 9Q (81204.150000 sec): 3 clusters
  Score: Raw -391825.570379 + Penalty 2770.290307 = -389055.280072
  nChanged 121
		SP:Iteration 10Q (81204.260000 sec): 3 clusters
  Score: Raw -391895.813552 + Penalty 2770.290307 = -389125.523245
  nChanged 110
		SP:Iteration 11Q (81204.350000 sec): 3 clusters
  Score: Raw -391957.246299 + Penalty 2770.290307 = -389186.955992
  nChanged 92
		SP:Iteration 12Q (81204.450000 sec): 3 clusters
  Score: Raw -392001.328226 + Penalty 2770.290307 = -389231.037919
  nChanged 73
		SP:Iteration 13Q (81204.540000 sec): 3 clusters
  Score: Raw -392037.852781 + Penalty 2770.290307 = -389267.562474
  nChanged 66
		SP:Iteration 14Q (81204.630000 sec): 3 clusters
  Score: Raw -392078.067074 + Penalty 2770.290307 = -389307.776767
  nChanged 70
		SP:Iteration 15Q (81204.770000 sec): 3 clusters
  Score: Raw -392114.621825 + Penalty 2770.290307 = -389344.331518
  nChanged 59
		SP:Iteration 16Q (81204.940000 sec): 3 clusters
  Score: Raw -392140.038569 + Penalty 2770.290307 = -389369.748261
  nChanged 38
		SP:Iteration 17Q (81205.120000 sec): 3 clusters
  Score: Raw -392156.801465 + Penalty 2770.290307 = -389386.511158
  nChanged 37
		SP:Iteration 18Q (81205.290000 sec): 3 clusters
  Score: Raw -392175.246359 + Penalty 2770.290307 = -389404.956052
  nChanged 31
		SP:Iteration 19Q (81205.470000 sec): 3 clusters
  Score: Raw -392194.912275 + Penalty 2770.290307 = -389424.621968
  nChanged 42
		SP:Iteration 20F (81205.640000 sec): 3 clusters
  Score: Raw -392213.918711 + Penalty 2770.290307 = -389443.628404
  nChanged 34
		SP:Iteration 21Q (81205.820000 sec): 3 clusters
  Score: Raw -392230.689691 + Penalty 2770.290307 = -389460.399384
  nChanged 35
		SP:Iteration 22Q (81205.990000 sec): 3 clusters
  Score: Raw -392251.075441 + Penalty 2770.290307 = -389480.785134
  nChanged 35
		SP:Iteration 23Q (81206.170000 sec): 3 clusters
  Score: Raw -392268.019042 + Penalty 2770.290307 = -389497.728735
  nChanged 30
		SP:Iteration 24Q (81206.340000 sec): 3 clusters
  Score: Raw -392283.394944 + Penalty 2770.290307 = -389513.104637
  nChanged 33
		SP:Iteration 25Q (81206.520000 sec): 3 clusters
  Score: Raw -392299.315562 + Penalty 2770.290307 = -389529.025255
  nChanged 25
		SP:Iteration 26Q (81206.700000 sec): 3 clusters
  Score: Raw -392312.336639 + Penalty 2770.290307 = -389542.046332
  nChanged 28
		SP:Iteration 27Q (81206.870000 sec): 3 clusters
  Score: Raw -392322.108460 + Penalty 2770.290307 = -389551.818153
  nChanged 17
		SP:Iteration 28Q (81207.040000 sec): 3 clusters
  Score: Raw -392330.741705 + Penalty 2770.290307 = -389560.451398
  nChanged 25
		SP:Iteration 29Q (81207.220000 sec): 3 clusters
  Score: Raw -392340.885590 + Penalty 2770.290307 = -389570.595283
  nChanged 18
		SP:Iteration 30Q (81207.400000 sec): 3 clusters
  Score: Raw -392347.182766 + Penalty 2770.290307 = -389576.892459
  nChanged 17
		SP:Iteration 31Q (81207.570000 sec): 3 clusters
  Score: Raw -392354.656748 + Penalty 2770.290307 = -389584.366441
  nChanged 21
		SP:Iteration 32Q (81207.750000 sec): 3 clusters
  Score: Raw -392363.631637 + Penalty 2770.290307 = -389593.341330
  nChanged 21
		SP:Iteration 33Q (81207.920000 sec): 3 clusters
  Score: Raw -392374.033205 + Penalty 2770.290307 = -389603.742897
  nChanged 26
		SP:Iteration 34Q (81208.100000 sec): 3 clusters
  Score: Raw -392387.433842 + Penalty 2770.290307 = -389617.143535
  nChanged 23
		SP:Iteration 35Q (81208.270000 sec): 3 clusters
  Score: Raw -392394.433202 + Penalty 2770.290307 = -389624.142895
  nChanged 11
		SP:Iteration 36Q (81208.450000 sec): 3 clusters
  Score: Raw -392399.111673 + Penalty 2770.290307 = -389628.821366
  nChanged 8
		SP:Iteration 37Q (81208.620000 sec): 3 clusters
  Score: Raw -392401.878246 + Penalty 2770.290307 = -389631.587939
  nChanged 4
		SP:Iteration 38Q (81208.800000 sec): 3 clusters
  Score: Raw -392403.846442 + Penalty 2770.290307 = -389633.556135
  nChanged 8
		SP:Iteration 39Q (81208.970000 sec): 3 clusters
  Score: Raw -392408.204423 + Penalty 2770.290307 = -389637.914116
  nChanged 9
		SP:Iteration 40F (81209.150000 sec): 3 clusters
  Score: Raw -392414.075389 + Penalty 2770.290307 = -389643.785082
  nChanged 6
		SP:Iteration 41Q (81209.320000 sec): 3 clusters
  Score: Raw -392418.494625 + Penalty 2770.290307 = -389648.204318
  nChanged 12
		SP:Iteration 42Q (81209.500000 sec): 3 clusters
  Score: Raw -392422.665782 + Penalty 2770.290307 = -389652.375475
  nChanged 9
		SP:Iteration 43Q (81209.670000 sec): 3 clusters
  Score: Raw -392426.175508 + Penalty 2770.290307 = -389655.885201
  nChanged 10
		SP:Iteration 44Q (81209.850000 sec): 3 clusters
  Score: Raw -392430.959712 + Penalty 2770.290307 = -389660.669405
  nChanged 7
		SP:Iteration 45Q (81210.020000 sec): 3 clusters
  Score: Raw -392436.336865 + Penalty 2770.290307 = -389666.046558
  nChanged 8
		SP:Iteration 46Q (81210.200000 sec): 3 clusters
  Score: Raw -392440.839396 + Penalty 2770.290307 = -389670.549089
  nChanged 8
		SP:Iteration 47Q (81210.370000 sec): 3 clusters
  Score: Raw -392443.779432 + Penalty 2770.290307 = -389673.489125
  nChanged 4
		SP:Iteration 48Q (81210.550000 sec): 3 clusters
  Score: Raw -392445.847571 + Penalty 2770.290307 = -389675.557264
  nChanged 5
		SP:Iteration 49Q (81210.720000 sec): 3 clusters
  Score: Raw -392447.972406 + Penalty 2770.290307 = -389677.682099
  nChanged 7
		SP:Iteration 50Q (81210.900000 sec): 3 clusters
  Score: Raw -392451.147244 + Penalty 2770.290307 = -389680.856937
  nChanged 11
		SP:Iteration 51Q (81211.070000 sec): 3 clusters
  Score: Raw -392455.035218 + Penalty 2770.290307 = -389684.744911
  nChanged 14
		SP:Iteration 52Q (81211.240000 sec): 3 clusters
  Score: Raw -392460.411316 + Penalty 2770.290307 = -389690.121009
  nChanged 10
		SP:Iteration 53Q (81211.400000 sec): 3 clusters
  Score: Raw -392463.978500 + Penalty 2770.290307 = -389693.688193
  nChanged 7
		SP:Iteration 54Q (81211.570000 sec): 3 clusters
  Score: Raw -392466.937748 + Penalty 2770.290307 = -389696.647441
  nChanged 7
		SP:Iteration 55Q (81211.730000 sec): 3 clusters
  Score: Raw -392469.753528 + Penalty 2770.290307 = -389699.463221
  nChanged 4
		SP:Iteration 56Q (81211.900000 sec): 3 clusters
  Score: Raw -392471.007734 + Penalty 2770.290307 = -389700.717427
  nChanged 2
		SP:Iteration 57Q (81212.060000 sec): 3 clusters
  Score: Raw -392471.759981 + Penalty 2770.290307 = -389701.469674
  nChanged 0
		SP:Iteration 58F (81212.220000 sec): 3 clusters
  Score: Raw -392471.759981 + Penalty 2770.290307 = -389701.469674
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81212.300000 sec): 2 clusters
  Score: Raw -117804.421580 + Penalty 1197.150022 = -116607.271558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81212.460000 sec): 3 clusters
  Score: Raw -117230.984069 + Penalty 2394.300044 = -114836.684025
  nChanged 565
		SP:Iteration 1F (81212.630000 sec): 3 clusters
  Score: Raw -117823.812620 + Penalty 2394.300044 = -115429.512575
  nChanged 146
		SP:Iteration 2F (81212.800000 sec): 3 clusters
  Score: Raw -118033.816291 + Penalty 2394.300044 = -115639.516246
  nChanged 97
		SP:Iteration 3F (81212.970000 sec): 3 clusters
  Score: Raw -118174.996707 + Penalty 2394.300044 = -115780.696662
  nChanged 78
		SP:Iteration 4Q (81213.150000 sec): 3 clusters
  Score: Raw -118291.599968 + Penalty 2394.300044 = -115897.299923
  nChanged 63
		SP:Iteration 5Q (81213.320000 sec): 3 clusters
  Score: Raw -118375.515894 + Penalty 2394.300044 = -115981.215850
  nChanged 42
		SP:Iteration 6Q (81213.500000 sec): 3 clusters
  Score: Raw -118432.195535 + Penalty 2394.300044 = -116037.895490
  nChanged 41
		SP:Iteration 7Q (81213.680000 sec): 3 clusters
  Score: Raw -118462.456829 + Penalty 2394.300044 = -116068.156785
  nChanged 30
		SP:Iteration 8Q (81213.850000 sec): 3 clusters
  Score: Raw -118496.196913 + Penalty 2394.300044 = -116101.896869
  nChanged 22
		SP:Iteration 9Q (81214.030000 sec): 3 clusters
  Score: Raw -118518.066328 + Penalty 2394.300044 = -116123.766283
  nChanged 21
		SP:Iteration 10Q (81214.210000 sec): 3 clusters
  Score: Raw -118545.039632 + Penalty 2394.300044 = -116150.739587
  nChanged 19
		SP:Iteration 11Q (81214.380000 sec): 3 clusters
  Score: Raw -118564.911999 + Penalty 2394.300044 = -116170.611955
  nChanged 11
		SP:Iteration 12Q (81214.560000 sec): 3 clusters
  Score: Raw -118571.767365 + Penalty 2394.300044 = -116177.467321
  nChanged 9
		SP:Iteration 13Q (81214.730000 sec): 3 clusters
  Score: Raw -118578.933792 + Penalty 2394.300044 = -116184.633747
  nChanged 7
		SP:Iteration 14Q (81214.910000 sec): 3 clusters
  Score: Raw -118582.240972 + Penalty 2394.300044 = -116187.940928
  nChanged 4
		SP:Iteration 15Q (81215.090000 sec): 3 clusters
  Score: Raw -118585.126094 + Penalty 2394.300044 = -116190.826050
  nChanged 5
		SP:Iteration 16Q (81215.260000 sec): 3 clusters
  Score: Raw -118588.830370 + Penalty 2394.300044 = -116194.530326
  nChanged 4
		SP:Iteration 17Q (81215.440000 sec): 3 clusters
  Score: Raw -118590.745635 + Penalty 2394.300044 = -116196.445590
  nChanged 1
		SP:Iteration 18Q (81215.610000 sec): 3 clusters
  Score: Raw -118590.930673 + Penalty 2394.300044 = -116196.630629
  nChanged 1
		SP:Iteration 19Q (81215.790000 sec): 3 clusters
  Score: Raw -118591.267956 + Penalty 2394.300044 = -116196.967912
  nChanged 0
		SP:Iteration 20F (81215.970000 sec): 3 clusters
  Score: Raw -118591.267956 + Penalty 2394.300044 = -116196.967912
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (2502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81216.050000 sec): 2 clusters
  Score: Raw -241224.893110 + Penalty 1271.537425 = -239953.355685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81216.230000 sec): 3 clusters
  Score: Raw -240068.635272 + Penalty 2543.074850 = -237525.560422
  nChanged 951
		SP:Iteration 1F (81216.410000 sec): 3 clusters
  Score: Raw -240674.693366 + Penalty 2543.074850 = -238131.618516
  nChanged 209
		SP:Iteration 2F (81216.560000 sec): 3 clusters
  Score: Raw -240825.242375 + Penalty 2543.074850 = -238282.167525
  nChanged 140
		SP:Iteration 3F (81216.740000 sec): 3 clusters
  Score: Raw -240919.594117 + Penalty 2543.074850 = -238376.519267
  nChanged 95
		SP:Iteration 4Q (81216.910000 sec): 3 clusters
  Score: Raw -240978.691733 + Penalty 2543.074850 = -238435.616883
  nChanged 80
		SP:Iteration 5Q (81217.090000 sec): 3 clusters
  Score: Raw -241023.494858 + Penalty 2543.074850 = -238480.420009
  nChanged 70
		SP:Iteration 6Q (81217.270000 sec): 3 clusters
  Score: Raw -241073.105376 + Penalty 2543.074850 = -238530.030527
  nChanged 81
		SP:Iteration 7Q (81217.440000 sec): 3 clusters
  Score: Raw -241118.509814 + Penalty 2543.074850 = -238575.434965
  nChanged 56
		SP:Iteration 8Q (81217.610000 sec): 3 clusters
  Score: Raw -241153.816412 + Penalty 2543.074850 = -238610.741562
  nChanged 59
		SP:Iteration 9Q (81217.790000 sec): 3 clusters
  Score: Raw -241186.252916 + Penalty 2543.074850 = -238643.178067
  nChanged 42
		SP:Iteration 10Q (81217.970000 sec): 3 clusters
  Score: Raw -241207.054409 + Penalty 2543.074850 = -238663.979560
  nChanged 30
		SP:Iteration 11Q (81218.010000 sec): 3 clusters
  Score: Raw -241223.726352 + Penalty 2543.074850 = -238680.651503
  nChanged 24
		SP:Iteration 12Q (81218.060000 sec): 3 clusters
  Score: Raw -241238.849549 + Penalty 2543.074850 = -238695.774699
  nChanged 28
		SP:Iteration 13Q (81218.110000 sec): 3 clusters
  Score: Raw -241253.813530 + Penalty 2543.074850 = -238710.738680
  nChanged 25
		SP:Iteration 14Q (81218.160000 sec): 3 clusters
  Score: Raw -241269.691165 + Penalty 2543.074850 = -238726.616315
  nChanged 17
		SP:Iteration 15Q (81218.210000 sec): 3 clusters
  Score: Raw -241279.781412 + Penalty 2543.074850 = -238736.706562
  nChanged 18
		SP:Iteration 16Q (81218.270000 sec): 3 clusters
  Score: Raw -241291.131895 + Penalty 2543.074850 = -238748.057046
  nChanged 27
		SP:Iteration 17Q (81218.320000 sec): 3 clusters
  Score: Raw -241302.787335 + Penalty 2543.074850 = -238759.712486
  nChanged 17
		SP:Iteration 18Q (81218.370000 sec): 3 clusters
  Score: Raw -241311.617451 + Penalty 2543.074850 = -238768.542602
  nChanged 17
		SP:Iteration 19Q (81218.420000 sec): 3 clusters
  Score: Raw -241319.755655 + Penalty 2543.074850 = -238776.680805
  nChanged 14
		SP:Iteration 20F (81218.470000 sec): 3 clusters
  Score: Raw -241325.897496 + Penalty 2543.074850 = -238782.822647
  nChanged 11
		SP:Iteration 21Q (81218.520000 sec): 3 clusters
  Score: Raw -241331.217062 + Penalty 2543.074850 = -238788.142212
  nChanged 6
		SP:Iteration 22Q (81218.570000 sec): 3 clusters
  Score: Raw -241333.819174 + Penalty 2543.074850 = -238790.744324
  nChanged 8
		SP:Iteration 23Q (81218.620000 sec): 3 clusters
  Score: Raw -241335.383995 + Penalty 2543.074850 = -238792.309145
  nChanged 2
		SP:Iteration 24Q (81218.670000 sec): 3 clusters
  Score: Raw -241335.720154 + Penalty 2543.074850 = -238792.645304
  nChanged 2
		SP:Iteration 25Q (81218.730000 sec): 3 clusters
  Score: Raw -241335.985192 + Penalty 2543.074850 = -238792.910343
  nChanged 0
		SP:Iteration 26F (81218.780000 sec): 3 clusters
  Score: Raw -241335.985192 + Penalty 2543.074850 = -238792.910343
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (5006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81218.900000 sec): 2 clusters
  Score: Raw -354288.780300 + Penalty 1384.238777 = -352904.541524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81219.090000 sec): 3 clusters
  Score: Raw -351697.102768 + Penalty 2768.477553 = -348928.625214
  nChanged 2025
		SP:Iteration 1F (81219.260000 sec): 3 clusters
  Score: Raw -353033.507325 + Penalty 2768.477553 = -350265.029772
  nChanged 495
		SP:Iteration 2F (81219.440000 sec): 3 clusters
  Score: Raw -353481.438275 + Penalty 2768.477553 = -350712.960722
  nChanged 414
		SP:Iteration 3F (81219.610000 sec): 3 clusters
  Score: Raw -353837.587301 + Penalty 2768.477553 = -351069.109748
  nChanged 318
		SP:Iteration 4F (81219.790000 sec): 3 clusters
  Score: Raw -354095.776754 + Penalty 2768.477553 = -351327.299201
  nChanged 242
		SP:Iteration 5Q (81219.970000 sec): 3 clusters
  Score: Raw -354251.489097 + Penalty 2768.477553 = -351483.011543
  nChanged 179
		SP:Iteration 6Q (81220.140000 sec): 3 clusters
  Score: Raw -354341.622700 + Penalty 2768.477553 = -351573.145147
  nChanged 124
		SP:Iteration 7Q (81220.320000 sec): 3 clusters
  Score: Raw -354401.665975 + Penalty 2768.477553 = -351633.188422
  nChanged 94
		SP:Iteration 8Q (81220.490000 sec): 3 clusters
  Score: Raw -354434.771870 + Penalty 2768.477553 = -351666.294316
  nChanged 51
		SP:Iteration 9Q (81220.670000 sec): 3 clusters
  Score: Raw -354453.135445 + Penalty 2768.477553 = -351684.657891
  nChanged 54
		SP:Iteration 10Q (81220.890000 sec): 3 clusters
  Score: Raw -354471.894746 + Penalty 2768.477553 = -351703.417192
  nChanged 37
		SP:Iteration 11Q (81221.070000 sec): 3 clusters
  Score: Raw -354483.730740 + Penalty 2768.477553 = -351715.253186
  nChanged 33
		SP:Iteration 12Q (81221.230000 sec): 3 clusters
  Score: Raw -354494.401568 + Penalty 2768.477553 = -351725.924015
  nChanged 27
		SP:Iteration 13Q (81221.310000 sec): 3 clusters
  Score: Raw -354500.706520 + Penalty 2768.477553 = -351732.228967
  nChanged 19
		SP:Iteration 14Q (81221.400000 sec): 3 clusters
  Score: Raw -354506.029291 + Penalty 2768.477553 = -351737.551738
  nChanged 23
		SP:Iteration 15Q (81221.490000 sec): 3 clusters
  Score: Raw -354512.457764 + Penalty 2768.477553 = -351743.980210
  nChanged 13
		SP:Iteration 16Q (81221.580000 sec): 3 clusters
  Score: Raw -354515.947486 + Penalty 2768.477553 = -351747.469933
  nChanged 13
		SP:Iteration 17Q (81221.680000 sec): 3 clusters
  Score: Raw -354519.004139 + Penalty 2768.477553 = -351750.526586
  nChanged 13
		SP:Iteration 18Q (81221.770000 sec): 3 clusters
  Score: Raw -354523.511558 + Penalty 2768.477553 = -351755.034004
  nChanged 17
		SP:Iteration 19Q (81221.870000 sec): 3 clusters
  Score: Raw -354529.373754 + Penalty 2768.477553 = -351760.896201
  nChanged 23
		SP:Iteration 20F (81221.960000 sec): 3 clusters
  Score: Raw -354534.854734 + Penalty 2768.477553 = -351766.377180
  nChanged 15
		SP:Iteration 21Q (81222.060000 sec): 3 clusters
  Score: Raw -354539.223923 + Penalty 2768.477553 = -351770.746369
  nChanged 15
		SP:Iteration 22Q (81222.150000 sec): 3 clusters
  Score: Raw -354544.186116 + Penalty 2768.477553 = -351775.708562
  nChanged 11
		SP:Iteration 23Q (81222.240000 sec): 3 clusters
  Score: Raw -354546.571830 + Penalty 2768.477553 = -351778.094277
  nChanged 7
		SP:Iteration 24Q (81222.340000 sec): 3 clusters
  Score: Raw -354547.986351 + Penalty 2768.477553 = -351779.508798
  nChanged 5
		SP:Iteration 25Q (81222.430000 sec): 3 clusters
  Score: Raw -354549.790162 + Penalty 2768.477553 = -351781.312609
  nChanged 6
		SP:Iteration 26Q (81222.520000 sec): 3 clusters
  Score: Raw -354552.097788 + Penalty 2768.477553 = -351783.620235
  nChanged 15
		SP:Iteration 27Q (81222.610000 sec): 3 clusters
  Score: Raw -354556.199717 + Penalty 2768.477553 = -351787.722164
  nChanged 18
		SP:Iteration 28Q (81222.710000 sec): 3 clusters
  Score: Raw -354561.063183 + Penalty 2768.477553 = -351792.585629
  nChanged 11
		SP:Iteration 29Q (81222.800000 sec): 3 clusters
  Score: Raw -354563.649842 + Penalty 2768.477553 = -351795.172289
  nChanged 7
		SP:Iteration 30Q (81222.890000 sec): 3 clusters
  Score: Raw -354565.334703 + Penalty 2768.477553 = -351796.857149
  nChanged 4
		SP:Iteration 31Q (81222.990000 sec): 3 clusters
  Score: Raw -354566.223979 + Penalty 2768.477553 = -351797.746426
  nChanged 5
		SP:Iteration 32Q (81223.120000 sec): 3 clusters
  Score: Raw -354567.261936 + Penalty 2768.477553 = -351798.784382
  nChanged 4
		SP:Iteration 33Q (81223.210000 sec): 3 clusters
  Score: Raw -354567.839623 + Penalty 2768.477553 = -351799.362070
  nChanged 3
		SP:Iteration 34Q (81223.310000 sec): 3 clusters
  Score: Raw -354568.376848 + Penalty 2768.477553 = -351799.899295
  nChanged 2
		SP:Iteration 35Q (81223.400000 sec): 3 clusters
  Score: Raw -354568.737876 + Penalty 2768.477553 = -351800.260323
  nChanged 2
		SP:Iteration 36Q (81223.490000 sec): 3 clusters
  Score: Raw -354569.025300 + Penalty 2768.477553 = -351800.547747
  nChanged 1
		SP:Iteration 37Q (81223.590000 sec): 3 clusters
  Score: Raw -354569.149189 + Penalty 2768.477553 = -351800.671636
  nChanged 1
		SP:Iteration 38Q (81223.680000 sec): 3 clusters
  Score: Raw -354569.580481 + Penalty 2768.477553 = -351801.102928
  nChanged 2
		SP:Iteration 39Q (81223.770000 sec): 3 clusters
  Score: Raw -354570.056187 + Penalty 2768.477553 = -351801.578634
  nChanged 0
		SP:Iteration 40F (81223.870000 sec): 3 clusters
  Score: Raw -354570.056187 + Penalty 2768.477553 = -351801.578634
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (6814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81223.990000 sec): 2 clusters
  Score: Raw -522246.464649 + Penalty 1434.344372 = -520812.120277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81224.200000 sec): 3 clusters
  Score: Raw -518506.596057 + Penalty 2868.688744 = -515637.907313
  nChanged 2908
		SP:Iteration 1F (81224.410000 sec): 3 clusters
  Score: Raw -520451.465897 + Penalty 2868.688744 = -517582.777152
  nChanged 587
		SP:Iteration 2F (81224.610000 sec): 3 clusters
  Score: Raw -520861.628716 + Penalty 2868.688744 = -517992.939972
  nChanged 449
		SP:Iteration 3F (81224.820000 sec): 3 clusters
  Score: Raw -521176.701567 + Penalty 2868.688744 = -518308.012822
  nChanged 347
		SP:Iteration 4F (81225.030000 sec): 3 clusters
  Score: Raw -521420.821601 + Penalty 2868.688744 = -518552.132857
  nChanged 293
		SP:Iteration 5Q (81225.240000 sec): 3 clusters
  Score: Raw -521582.999139 + Penalty 2868.688744 = -518714.310395
  nChanged 231
		SP:Iteration 6Q (81225.440000 sec): 3 clusters
  Score: Raw -521714.922660 + Penalty 2868.688744 = -518846.233915
  nChanged 218
		SP:Iteration 7Q (81225.640000 sec): 3 clusters
  Score: Raw -521818.177698 + Penalty 2868.688744 = -518949.488953
  nChanged 190
		SP:Iteration 8Q (81225.850000 sec): 3 clusters
  Score: Raw -521910.838874 + Penalty 2868.688744 = -519042.150130
  nChanged 174
		SP:Iteration 9Q (81226.050000 sec): 3 clusters
  Score: Raw -521991.136534 + Penalty 2868.688744 = -519122.447789
  nChanged 151
		SP:Iteration 10Q (81226.260000 sec): 3 clusters
  Score: Raw -522060.036538 + Penalty 2868.688744 = -519191.347794
  nChanged 132
		SP:Iteration 11Q (81226.460000 sec): 3 clusters
  Score: Raw -522116.394686 + Penalty 2868.688744 = -519247.705942
  nChanged 110
		SP:Iteration 12Q (81226.670000 sec): 3 clusters
  Score: Raw -522158.313399 + Penalty 2868.688744 = -519289.624654
  nChanged 95
		SP:Iteration 13Q (81226.870000 sec): 3 clusters
  Score: Raw -522193.505908 + Penalty 2868.688744 = -519324.817164
  nChanged 79
		SP:Iteration 14Q (81227.070000 sec): 3 clusters
  Score: Raw -522222.367821 + Penalty 2868.688744 = -519353.679077
  nChanged 75
		SP:Iteration 15Q (81227.280000 sec): 3 clusters
  Score: Raw -522251.322736 + Penalty 2868.688744 = -519382.633992
  nChanged 73
		SP:Iteration 16Q (81227.490000 sec): 3 clusters
  Score: Raw -522279.304659 + Penalty 2868.688744 = -519410.615914
  nChanged 65
		SP:Iteration 17Q (81227.690000 sec): 3 clusters
  Score: Raw -522303.036030 + Penalty 2868.688744 = -519434.347286
  nChanged 57
		SP:Iteration 18Q (81227.890000 sec): 3 clusters
  Score: Raw -522324.942187 + Penalty 2868.688744 = -519456.253443
  nChanged 62
		SP:Iteration 19Q (81228.100000 sec): 3 clusters
  Score: Raw -522346.294398 + Penalty 2868.688744 = -519477.605653
  nChanged 53
		SP:Iteration 20F (81228.300000 sec): 3 clusters
  Score: Raw -522359.413728 + Penalty 2868.688744 = -519490.724983
  nChanged 40
		SP:Iteration 21Q (81228.510000 sec): 3 clusters
  Score: Raw -522370.078334 + Penalty 2868.688744 = -519501.389590
  nChanged 38
		SP:Iteration 22Q (81228.710000 sec): 3 clusters
  Score: Raw -522383.558183 + Penalty 2868.688744 = -519514.869439
  nChanged 43
		SP:Iteration 23Q (81228.870000 sec): 3 clusters
  Score: Raw -522396.419360 + Penalty 2868.688744 = -519527.730615
  nChanged 39
		SP:Iteration 24Q (81229.030000 sec): 3 clusters
  Score: Raw -522407.488767 + Penalty 2868.688744 = -519538.800023
  nChanged 42
		SP:Iteration 25Q (81229.240000 sec): 3 clusters
  Score: Raw -522419.619282 + Penalty 2868.688744 = -519550.930537
  nChanged 41
		SP:Iteration 26Q (81229.400000 sec): 3 clusters
  Score: Raw -522433.112952 + Penalty 2868.688744 = -519564.424208
  nChanged 38
		SP:Iteration 27Q (81229.560000 sec): 3 clusters
  Score: Raw -522445.337952 + Penalty 2868.688744 = -519576.649208
  nChanged 31
		SP:Iteration 28Q (81229.720000 sec): 3 clusters
  Score: Raw -522454.922564 + Penalty 2868.688744 = -519586.233820
  nChanged 29
		SP:Iteration 29Q (81229.890000 sec): 3 clusters
  Score: Raw -522463.539073 + Penalty 2868.688744 = -519594.850329
  nChanged 30
		SP:Iteration 30Q (81230.080000 sec): 3 clusters
  Score: Raw -522474.656504 + Penalty 2868.688744 = -519605.967760
  nChanged 27
		SP:Iteration 31Q (81230.240000 sec): 3 clusters
  Score: Raw -522485.465358 + Penalty 2868.688744 = -519616.776614
  nChanged 21
		SP:Iteration 32Q (81230.450000 sec): 3 clusters
  Score: Raw -522492.052874 + Penalty 2868.688744 = -519623.364130
  nChanged 16
		SP:Iteration 33Q (81230.610000 sec): 3 clusters
  Score: Raw -522497.416040 + Penalty 2868.688744 = -519628.727295
  nChanged 10
		SP:Iteration 34Q (81230.770000 sec): 3 clusters
  Score: Raw -522501.439633 + Penalty 2868.688744 = -519632.750889
  nChanged 11
		SP:Iteration 35Q (81230.930000 sec): 3 clusters
  Score: Raw -522503.808474 + Penalty 2868.688744 = -519635.119729
  nChanged 7
		SP:Iteration 36Q (81231.090000 sec): 3 clusters
  Score: Raw -522505.426738 + Penalty 2868.688744 = -519636.737993
  nChanged 8
		SP:Iteration 37Q (81231.250000 sec): 3 clusters
  Score: Raw -522506.816881 + Penalty 2868.688744 = -519638.128136
  nChanged 5
		SP:Iteration 38Q (81231.410000 sec): 3 clusters
  Score: Raw -522507.786285 + Penalty 2868.688744 = -519639.097541
  nChanged 4
		SP:Iteration 39Q (81231.570000 sec): 3 clusters
  Score: Raw -522508.483001 + Penalty 2868.688744 = -519639.794256
  nChanged 1
		SP:Iteration 40F (81231.770000 sec): 3 clusters
  Score: Raw -522509.090186 + Penalty 2868.688744 = -519640.401441
  nChanged 1
		SP:Iteration 41Q (81231.870000 sec): 3 clusters
  Score: Raw -522509.316606 + Penalty 2868.688744 = -519640.627861
  nChanged 1
		SP:Iteration 42Q (81231.980000 sec): 3 clusters
  Score: Raw -522509.423255 + Penalty 2868.688744 = -519640.734511
  nChanged 0
		SP:Iteration 43F (81232.100000 sec): 3 clusters
  Score: Raw -522509.423255 + Penalty 2868.688744 = -519640.734511
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (7690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81232.200000 sec): 2 clusters
  Score: Raw -664858.661429 + Penalty 1453.997360 = -663404.664069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81232.330000 sec): 3 clusters
  Score: Raw -660602.486218 + Penalty 2907.994720 = -657694.491497
  nChanged 3287
		SP:Iteration 1F (81232.450000 sec): 3 clusters
  Score: Raw -662575.375685 + Penalty 2907.994720 = -659667.380964
  nChanged 668
		SP:Iteration 2F (81232.580000 sec): 3 clusters
  Score: Raw -663225.190814 + Penalty 2907.994720 = -660317.196094
  nChanged 645
		SP:Iteration 3F (81232.710000 sec): 3 clusters
  Score: Raw -663873.960949 + Penalty 2907.994720 = -660965.966229
  nChanged 600
		SP:Iteration 4F (81232.840000 sec): 3 clusters
  Score: Raw -664433.830127 + Penalty 2907.994720 = -661525.835407
  nChanged 510
		SP:Iteration 5F (81233.060000 sec): 3 clusters
  Score: Raw -664813.569252 + Penalty 2907.994720 = -661905.574531
  nChanged 379
		SP:Iteration 6Q (81233.260000 sec): 3 clusters
  Score: Raw -665055.191956 + Penalty 2907.994720 = -662147.197236
  nChanged 288
		SP:Iteration 7Q (81233.460000 sec): 3 clusters
  Score: Raw -665214.255229 + Penalty 2907.994720 = -662306.260508
  nChanged 231
		SP:Iteration 8Q (81233.650000 sec): 3 clusters
  Score: Raw -665333.970482 + Penalty 2907.994720 = -662425.975761
  nChanged 187
		SP:Iteration 9Q (81233.860000 sec): 3 clusters
  Score: Raw -665417.791143 + Penalty 2907.994720 = -662509.796422
  nChanged 166
		SP:Iteration 10Q (81234.040000 sec): 3 clusters
  Score: Raw -665488.345612 + Penalty 2907.994720 = -662580.350892
  nChanged 147
		SP:Iteration 11Q (81234.240000 sec): 3 clusters
  Score: Raw -665535.220705 + Penalty 2907.994720 = -662627.225985
  nChanged 114
		SP:Iteration 12Q (81234.440000 sec): 3 clusters
  Score: Raw -665573.098140 + Penalty 2907.994720 = -662665.103419
  nChanged 112
		SP:Iteration 13Q (81234.640000 sec): 3 clusters
  Score: Raw -665606.498892 + Penalty 2907.994720 = -662698.504171
  nChanged 94
		SP:Iteration 14Q (81234.830000 sec): 3 clusters
  Score: Raw -665633.134265 + Penalty 2907.994720 = -662725.139545
  nChanged 77
		SP:Iteration 15Q (81235.030000 sec): 3 clusters
  Score: Raw -665651.339849 + Penalty 2907.994720 = -662743.345129
  nChanged 59
		SP:Iteration 16Q (81235.230000 sec): 3 clusters
  Score: Raw -665662.555057 + Penalty 2907.994720 = -662754.560337
  nChanged 61
		SP:Iteration 17Q (81235.420000 sec): 3 clusters
  Score: Raw -665675.900983 + Penalty 2907.994720 = -662767.906263
  nChanged 56
		SP:Iteration 18Q (81235.620000 sec): 3 clusters
  Score: Raw -665688.361327 + Penalty 2907.994720 = -662780.366607
  nChanged 49
		SP:Iteration 19Q (81235.820000 sec): 3 clusters
  Score: Raw -665697.789159 + Penalty 2907.994720 = -662789.794439
  nChanged 43
		SP:Iteration 20F (81236.020000 sec): 3 clusters
  Score: Raw -665706.869162 + Penalty 2907.994720 = -662798.874442
  nChanged 38
		SP:Iteration 21Q (81236.220000 sec): 3 clusters
  Score: Raw -665714.818653 + Penalty 2907.994720 = -662806.823933
  nChanged 34
		SP:Iteration 22Q (81236.420000 sec): 3 clusters
  Score: Raw -665723.861922 + Penalty 2907.994720 = -662815.867202
  nChanged 36
		SP:Iteration 23Q (81236.610000 sec): 3 clusters
  Score: Raw -665733.249051 + Penalty 2907.994720 = -662825.254331
  nChanged 33
		SP:Iteration 24Q (81236.820000 sec): 3 clusters
  Score: Raw -665738.536085 + Penalty 2907.994720 = -662830.541364
  nChanged 32
		SP:Iteration 25Q (81237.010000 sec): 3 clusters
  Score: Raw -665742.499046 + Penalty 2907.994720 = -662834.504326
  nChanged 21
		SP:Iteration 26Q (81237.210000 sec): 3 clusters
  Score: Raw -665745.503782 + Penalty 2907.994720 = -662837.509062
  nChanged 20
		SP:Iteration 27Q (81237.410000 sec): 3 clusters
  Score: Raw -665748.686964 + Penalty 2907.994720 = -662840.692244
  nChanged 19
		SP:Iteration 28Q (81237.600000 sec): 3 clusters
  Score: Raw -665751.802435 + Penalty 2907.994720 = -662843.807715
  nChanged 26
		SP:Iteration 29Q (81237.800000 sec): 3 clusters
  Score: Raw -665756.139348 + Penalty 2907.994720 = -662848.144628
  nChanged 35
		SP:Iteration 30Q (81238.000000 sec): 3 clusters
  Score: Raw -665760.595463 + Penalty 2907.994720 = -662852.600743
  nChanged 21
		SP:Iteration 31Q (81238.200000 sec): 3 clusters
  Score: Raw -665763.335976 + Penalty 2907.994720 = -662855.341255
  nChanged 22
		SP:Iteration 32Q (81238.400000 sec): 3 clusters
  Score: Raw -665766.777354 + Penalty 2907.994720 = -662858.782634
  nChanged 14
		SP:Iteration 33Q (81238.600000 sec): 3 clusters
  Score: Raw -665768.773491 + Penalty 2907.994720 = -662860.778770
  nChanged 14
		SP:Iteration 34Q (81238.800000 sec): 3 clusters
  Score: Raw -665771.049345 + Penalty 2907.994720 = -662863.054625
  nChanged 21
		SP:Iteration 35Q (81239.000000 sec): 3 clusters
  Score: Raw -665774.492338 + Penalty 2907.994720 = -662866.497618
  nChanged 10
		SP:Iteration 36Q (81239.180000 sec): 3 clusters
  Score: Raw -665775.314353 + Penalty 2907.994720 = -662867.319633
  nChanged 13
		SP:Iteration 37Q (81239.300000 sec): 3 clusters
  Score: Raw -665776.358429 + Penalty 2907.994720 = -662868.363709
  nChanged 10
		SP:Iteration 38Q (81239.420000 sec): 3 clusters
  Score: Raw -665778.263753 + Penalty 2907.994720 = -662870.269033
  nChanged 15
		SP:Iteration 39Q (81239.630000 sec): 3 clusters
  Score: Raw -665781.559390 + Penalty 2907.994720 = -662873.564670
  nChanged 21
		SP:Iteration 40F (81239.830000 sec): 3 clusters
  Score: Raw -665786.024067 + Penalty 2907.994720 = -662878.029346
  nChanged 20
		SP:Iteration 41Q (81239.980000 sec): 3 clusters
  Score: Raw -665788.708375 + Penalty 2907.994720 = -662880.713654
  nChanged 19
		SP:Iteration 42Q (81240.100000 sec): 3 clusters
  Score: Raw -665790.861923 + Penalty 2907.994720 = -662882.867203
  nChanged 10
		SP:Iteration 43Q (81240.310000 sec): 3 clusters
  Score: Raw -665792.275476 + Penalty 2907.994720 = -662884.280756
  nChanged 10
		SP:Iteration 44Q (81240.510000 sec): 3 clusters
  Score: Raw -665793.196292 + Penalty 2907.994720 = -662885.201572
  nChanged 11
		SP:Iteration 45Q (81240.720000 sec): 3 clusters
  Score: Raw -665794.252297 + Penalty 2907.994720 = -662886.257577
  nChanged 8
		SP:Iteration 46Q (81240.910000 sec): 3 clusters
  Score: Raw -665794.976997 + Penalty 2907.994720 = -662886.982277
  nChanged 9
		SP:Iteration 47Q (81241.110000 sec): 3 clusters
  Score: Raw -665795.860941 + Penalty 2907.994720 = -662887.866221
  nChanged 5
		SP:Iteration 48Q (81241.300000 sec): 3 clusters
  Score: Raw -665796.799260 + Penalty 2907.994720 = -662888.804540
  nChanged 3
		SP:Iteration 49Q (81241.500000 sec): 3 clusters
  Score: Raw -665797.267219 + Penalty 2907.994720 = -662889.272499
  nChanged 2
		SP:Iteration 50Q (81241.690000 sec): 3 clusters
  Score: Raw -665797.468126 + Penalty 2907.994720 = -662889.473405
  nChanged 3
		SP:Iteration 51Q (81241.890000 sec): 3 clusters
  Score: Raw -665797.905441 + Penalty 2907.994720 = -662889.910720
  nChanged 3
		SP:Iteration 52Q (81242.090000 sec): 3 clusters
  Score: Raw -665798.121714 + Penalty 2907.994720 = -662890.126994
  nChanged 1
		SP:Iteration 53Q (81242.210000 sec): 3 clusters
  Score: Raw -665798.204521 + Penalty 2907.994720 = -662890.209801
  nChanged 0
		SP:Iteration 54F (81242.330000 sec): 3 clusters
  Score: Raw -665798.204521 + Penalty 2907.994720 = -662890.209801
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (4915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81242.440000 sec): 2 clusters
  Score: Raw -416416.485316 + Penalty 1381.257643 = -415035.227674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81242.680000 sec): 3 clusters
  Score: Raw -413851.819849 + Penalty 2762.515286 = -411089.304563
  nChanged 1996
		SP:Iteration 1F (81242.820000 sec): 3 clusters
  Score: Raw -415097.153732 + Penalty 2762.515286 = -412334.638446
  nChanged 426
		SP:Iteration 2F (81243.000000 sec): 3 clusters
  Score: Raw -415418.720587 + Penalty 2762.515286 = -412656.205301
  nChanged 347
		SP:Iteration 3F (81243.170000 sec): 3 clusters
  Score: Raw -415685.099575 + Penalty 2762.515286 = -412922.584290
  nChanged 300
		SP:Iteration 4F (81243.350000 sec): 3 clusters
  Score: Raw -415889.088490 + Penalty 2762.515286 = -413126.573204
  nChanged 219
		SP:Iteration 5Q (81243.520000 sec): 3 clusters
  Score: Raw -416041.898306 + Penalty 2762.515286 = -413279.383020
  nChanged 219
		SP:Iteration 6Q (81243.700000 sec): 3 clusters
  Score: Raw -416185.934089 + Penalty 2762.515286 = -413423.418803
  nChanged 173
		SP:Iteration 7Q (81243.880000 sec): 3 clusters
  Score: Raw -416283.355610 + Penalty 2762.515286 = -413520.840325
  nChanged 123
		SP:Iteration 8Q (81244.050000 sec): 3 clusters
  Score: Raw -416343.824027 + Penalty 2762.515286 = -413581.308742
  nChanged 88
		SP:Iteration 9Q (81244.230000 sec): 3 clusters
  Score: Raw -416378.604408 + Penalty 2762.515286 = -413616.089122
  nChanged 68
		SP:Iteration 10Q (81244.440000 sec): 3 clusters
  Score: Raw -416402.953371 + Penalty 2762.515286 = -413640.438085
  nChanged 58
		SP:Iteration 11Q (81244.610000 sec): 3 clusters
  Score: Raw -416420.896655 + Penalty 2762.515286 = -413658.381369
  nChanged 46
		SP:Iteration 12Q (81244.770000 sec): 3 clusters
  Score: Raw -416435.116445 + Penalty 2762.515286 = -413672.601160
  nChanged 33
		SP:Iteration 13Q (81244.940000 sec): 3 clusters
  Score: Raw -416448.220012 + Penalty 2762.515286 = -413685.704727
  nChanged 42
		SP:Iteration 14Q (81245.120000 sec): 3 clusters
  Score: Raw -416463.990579 + Penalty 2762.515286 = -413701.475294
  nChanged 44
		SP:Iteration 15Q (81245.300000 sec): 3 clusters
  Score: Raw -416476.643133 + Penalty 2762.515286 = -413714.127848
  nChanged 34
		SP:Iteration 16Q (81245.470000 sec): 3 clusters
  Score: Raw -416486.760683 + Penalty 2762.515286 = -413724.245397
  nChanged 32
		SP:Iteration 17Q (81245.650000 sec): 3 clusters
  Score: Raw -416497.013945 + Penalty 2762.515286 = -413734.498660
  nChanged 37
		SP:Iteration 18Q (81245.820000 sec): 3 clusters
  Score: Raw -416509.315219 + Penalty 2762.515286 = -413746.799933
  nChanged 39
		SP:Iteration 19Q (81246.000000 sec): 3 clusters
  Score: Raw -416521.665730 + Penalty 2762.515286 = -413759.150445
  nChanged 39
		SP:Iteration 20F (81246.170000 sec): 3 clusters
  Score: Raw -416536.357722 + Penalty 2762.515286 = -413773.842437
  nChanged 41
		SP:Iteration 21Q (81246.350000 sec): 3 clusters
  Score: Raw -416551.874363 + Penalty 2762.515286 = -413789.359078
  nChanged 37
		SP:Iteration 22Q (81246.530000 sec): 3 clusters
  Score: Raw -416564.010272 + Penalty 2762.515286 = -413801.494986
  nChanged 36
		SP:Iteration 23Q (81246.700000 sec): 3 clusters
  Score: Raw -416574.316840 + Penalty 2762.515286 = -413811.801555
  nChanged 32
		SP:Iteration 24Q (81246.880000 sec): 3 clusters
  Score: Raw -416583.051407 + Penalty 2762.515286 = -413820.536122
  nChanged 29
		SP:Iteration 25Q (81247.050000 sec): 3 clusters
  Score: Raw -416589.864942 + Penalty 2762.515286 = -413827.349657
  nChanged 22
		SP:Iteration 26Q (81247.230000 sec): 3 clusters
  Score: Raw -416595.038023 + Penalty 2762.515286 = -413832.522738
  nChanged 17
		SP:Iteration 27Q (81247.410000 sec): 3 clusters
  Score: Raw -416599.517766 + Penalty 2762.515286 = -413837.002480
  nChanged 16
		SP:Iteration 28Q (81247.580000 sec): 3 clusters
  Score: Raw -416603.853315 + Penalty 2762.515286 = -413841.338029
  nChanged 16
		SP:Iteration 29Q (81247.760000 sec): 3 clusters
  Score: Raw -416608.514580 + Penalty 2762.515286 = -413845.999295
  nChanged 14
		SP:Iteration 30Q (81247.940000 sec): 3 clusters
  Score: Raw -416610.974691 + Penalty 2762.515286 = -413848.459406
  nChanged 11
		SP:Iteration 31Q (81248.030000 sec): 3 clusters
  Score: Raw -416612.997972 + Penalty 2762.515286 = -413850.482687
  nChanged 8
		SP:Iteration 32Q (81248.130000 sec): 3 clusters
  Score: Raw -416614.463713 + Penalty 2762.515286 = -413851.948428
  nChanged 3
		SP:Iteration 33Q (81248.220000 sec): 3 clusters
  Score: Raw -416614.748078 + Penalty 2762.515286 = -413852.232792
  nChanged 2
		SP:Iteration 34Q (81248.310000 sec): 3 clusters
  Score: Raw -416615.055555 + Penalty 2762.515286 = -413852.540269
  nChanged 6
		SP:Iteration 35Q (81248.410000 sec): 3 clusters
  Score: Raw -416616.172566 + Penalty 2762.515286 = -413853.657280
  nChanged 9
		SP:Iteration 36Q (81248.500000 sec): 3 clusters
  Score: Raw -416619.145565 + Penalty 2762.515286 = -413856.630280
  nChanged 14
		SP:Iteration 37Q (81248.600000 sec): 3 clusters
  Score: Raw -416621.795118 + Penalty 2762.515286 = -413859.279833
  nChanged 7
		SP:Iteration 38Q (81248.690000 sec): 3 clusters
  Score: Raw -416622.995602 + Penalty 2762.515286 = -413860.480316
  nChanged 8
		SP:Iteration 39Q (81248.790000 sec): 3 clusters
  Score: Raw -416624.597012 + Penalty 2762.515286 = -413862.081726
  nChanged 9
		SP:Iteration 40F (81248.880000 sec): 3 clusters
  Score: Raw -416626.207677 + Penalty 2762.515286 = -413863.692391
  nChanged 7
		SP:Iteration 41Q (81248.970000 sec): 3 clusters
  Score: Raw -416627.037209 + Penalty 2762.515286 = -413864.521923
  nChanged 3
		SP:Iteration 42Q (81249.070000 sec): 3 clusters
  Score: Raw -416627.515888 + Penalty 2762.515286 = -413865.000602
  nChanged 4
		SP:Iteration 43Q (81249.160000 sec): 3 clusters
  Score: Raw -416628.259127 + Penalty 2762.515286 = -413865.743841
  nChanged 2
		SP:Iteration 44Q (81249.250000 sec): 3 clusters
  Score: Raw -416628.562739 + Penalty 2762.515286 = -413866.047454
  nChanged 2
		SP:Iteration 45Q (81249.350000 sec): 3 clusters
  Score: Raw -416628.955666 + Penalty 2762.515286 = -413866.440380
  nChanged 3
		SP:Iteration 46Q (81249.440000 sec): 3 clusters
  Score: Raw -416629.319858 + Penalty 2762.515286 = -413866.804573
  nChanged 2
		SP:Iteration 47Q (81249.530000 sec): 3 clusters
  Score: Raw -416629.714070 + Penalty 2762.515286 = -413867.198784
  nChanged 2
		SP:Iteration 48Q (81249.630000 sec): 3 clusters
  Score: Raw -416630.002434 + Penalty 2762.515286 = -413867.487148
  nChanged 1
		SP:Iteration 49Q (81249.720000 sec): 3 clusters
  Score: Raw -416630.259553 + Penalty 2762.515286 = -413867.744267
  nChanged 1
		SP:Iteration 50Q (81249.810000 sec): 3 clusters
  Score: Raw -416630.419961 + Penalty 2762.515286 = -413867.904676
  nChanged 1
		SP:Iteration 51Q (81249.910000 sec): 3 clusters
  Score: Raw -416630.730242 + Penalty 2762.515286 = -413868.214956
  nChanged 1
		SP:Iteration 52Q (81250.000000 sec): 3 clusters
  Score: Raw -416630.872423 + Penalty 2762.515286 = -413868.357138
  nChanged 0
		SP:Iteration 53F (81250.100000 sec): 3 clusters
  Score: Raw -416630.872423 + Penalty 2762.515286 = -413868.357138
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (14179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81250.290000 sec): 2 clusters
  Score: Raw -1217927.801604 + Penalty 1553.421557 = -1216374.380046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81250.630000 sec): 3 clusters
  Score: Raw -1209590.285046 + Penalty 3106.843115 = -1206483.441932
  nChanged 6265
		SP:Iteration 1F (81250.940000 sec): 3 clusters
  Score: Raw -1213209.019331 + Penalty 3106.843115 = -1210102.176216
  nChanged 950
		SP:Iteration 2F (81251.260000 sec): 3 clusters
  Score: Raw -1213678.648156 + Penalty 3106.843115 = -1210571.805041
  nChanged 879
		SP:Iteration 3F (81251.620000 sec): 3 clusters
  Score: Raw -1214122.308787 + Penalty 3106.843115 = -1211015.465672
  nChanged 754
		SP:Iteration 4F (81251.900000 sec): 3 clusters
  Score: Raw -1214514.784105 + Penalty 3106.843115 = -1211407.940990
  nChanged 734
		SP:Iteration 5F (81252.180000 sec): 3 clusters
  Score: Raw -1214899.614853 + Penalty 3106.843115 = -1211792.771738
  nChanged 692
		SP:Iteration 6Q (81252.450000 sec): 3 clusters
  Score: Raw -1215247.242652 + Penalty 3106.843115 = -1212140.399537
  nChanged 654
		SP:Iteration 7Q (81252.730000 sec): 3 clusters
  Score: Raw -1215577.271968 + Penalty 3106.843115 = -1212470.428854
  nChanged 598
		SP:Iteration 8Q (81253.000000 sec): 3 clusters
  Score: Raw -1215860.986852 + Penalty 3106.843115 = -1212754.143737
  nChanged 537
		SP:Iteration 9Q (81253.310000 sec): 3 clusters
  Score: Raw -1216101.824070 + Penalty 3106.843115 = -1212994.980955
  nChanged 464
		SP:Iteration 10Q (81253.630000 sec): 3 clusters
  Score: Raw -1216310.889598 + Penalty 3106.843115 = -1213204.046483
  nChanged 377
		SP:Iteration 11Q (81253.910000 sec): 3 clusters
  Score: Raw -1216498.175684 + Penalty 3106.843115 = -1213391.332570
  nChanged 366
		SP:Iteration 12Q (81254.180000 sec): 3 clusters
  Score: Raw -1216680.333604 + Penalty 3106.843115 = -1213573.490489
  nChanged 339
		SP:Iteration 13Q (81254.450000 sec): 3 clusters
  Score: Raw -1216859.812235 + Penalty 3106.843115 = -1213752.969121
  nChanged 317
		SP:Iteration 14Q (81254.730000 sec): 3 clusters
  Score: Raw -1217017.907108 + Penalty 3106.843115 = -1213911.063993
  nChanged 299
		SP:Iteration 15Q (81254.990000 sec): 3 clusters
  Score: Raw -1217153.940292 + Penalty 3106.843115 = -1214047.097177
  nChanged 283
		SP:Iteration 16Q (81255.270000 sec): 3 clusters
  Score: Raw -1217270.354825 + Penalty 3106.843115 = -1214163.511710
  nChanged 261
		SP:Iteration 17Q (81255.520000 sec): 3 clusters
  Score: Raw -1217373.610199 + Penalty 3106.843115 = -1214266.767085
  nChanged 250
		SP:Iteration 18Q (81255.760000 sec): 3 clusters
  Score: Raw -1217464.365386 + Penalty 3106.843115 = -1214357.522271
  nChanged 228
		SP:Iteration 19Q (81256.040000 sec): 3 clusters
  Score: Raw -1217537.200660 + Penalty 3106.843115 = -1214430.357546
  nChanged 204
		SP:Iteration 20F (81256.320000 sec): 3 clusters
  Score: Raw -1217603.937400 + Penalty 3106.843115 = -1214497.094285
  nChanged 195
		SP:Iteration 21Q (81256.540000 sec): 3 clusters
  Score: Raw -1217670.278078 + Penalty 3106.843115 = -1214563.434963
  nChanged 172
		SP:Iteration 22Q (81256.790000 sec): 3 clusters
  Score: Raw -1217724.619823 + Penalty 3106.843115 = -1214617.776708
  nChanged 153
		SP:Iteration 23Q (81257.070000 sec): 3 clusters
  Score: Raw -1217762.690594 + Penalty 3106.843115 = -1214655.847480
  nChanged 120
		SP:Iteration 24Q (81257.300000 sec): 3 clusters
  Score: Raw -1217793.939308 + Penalty 3106.843115 = -1214687.096193
  nChanged 120
		SP:Iteration 25Q (81257.580000 sec): 3 clusters
  Score: Raw -1217826.587416 + Penalty 3106.843115 = -1214719.744301
  nChanged 112
		SP:Iteration 26Q (81257.810000 sec): 3 clusters
  Score: Raw -1217861.776160 + Penalty 3106.843115 = -1214754.933046
  nChanged 119
		SP:Iteration 27Q (81258.100000 sec): 3 clusters
  Score: Raw -1217895.304526 + Penalty 3106.843115 = -1214788.461411
  nChanged 123
		SP:Iteration 28Q (81258.340000 sec): 3 clusters
  Score: Raw -1217932.470801 + Penalty 3106.843115 = -1214825.627686
  nChanged 129
		SP:Iteration 29Q (81258.620000 sec): 3 clusters
  Score: Raw -1217964.333282 + Penalty 3106.843115 = -1214857.490168
  nChanged 93
		SP:Iteration 30Q (81258.900000 sec): 3 clusters
  Score: Raw -1217987.484026 + Penalty 3106.843115 = -1214880.640911
  nChanged 94
		SP:Iteration 31Q (81259.130000 sec): 3 clusters
  Score: Raw -1218011.193859 + Penalty 3106.843115 = -1214904.350744
  nChanged 99
		SP:Iteration 32Q (81259.360000 sec): 3 clusters
  Score: Raw -1218032.365161 + Penalty 3106.843115 = -1214925.522046
  nChanged 98
		SP:Iteration 33Q (81259.640000 sec): 3 clusters
  Score: Raw -1218058.464099 + Penalty 3106.843115 = -1214951.620985
  nChanged 101
		SP:Iteration 34Q (81259.870000 sec): 3 clusters
  Score: Raw -1218086.437531 + Penalty 3106.843115 = -1214979.594417
  nChanged 94
		SP:Iteration 35Q (81260.150000 sec): 3 clusters
  Score: Raw -1218107.843605 + Penalty 3106.843115 = -1215001.000490
  nChanged 86
		SP:Iteration 36Q (81260.390000 sec): 3 clusters
  Score: Raw -1218127.939426 + Penalty 3106.843115 = -1215021.096311
  nChanged 80
		SP:Iteration 37Q (81260.670000 sec): 3 clusters
  Score: Raw -1218147.228254 + Penalty 3106.843115 = -1215040.385139
  nChanged 88
		SP:Iteration 38Q (81260.950000 sec): 3 clusters
  Score: Raw -1218168.303173 + Penalty 3106.843115 = -1215061.460058
  nChanged 75
		SP:Iteration 39Q (81261.180000 sec): 3 clusters
  Score: Raw -1218188.877710 + Penalty 3106.843115 = -1215082.034595
  nChanged 74
		SP:Iteration 40F (81261.460000 sec): 3 clusters
  Score: Raw -1218207.844024 + Penalty 3106.843115 = -1215101.000910
  nChanged 73
		SP:Iteration 41Q (81261.690000 sec): 3 clusters
  Score: Raw -1218226.118041 + Penalty 3106.843115 = -1215119.274926
  nChanged 78
		SP:Iteration 42Q (81261.930000 sec): 3 clusters
  Score: Raw -1218244.084242 + Penalty 3106.843115 = -1215137.241127
  nChanged 64
		SP:Iteration 43Q (81262.210000 sec): 3 clusters
  Score: Raw -1218258.392006 + Penalty 3106.843115 = -1215151.548891
  nChanged 83
		SP:Iteration 44Q (81262.450000 sec): 3 clusters
  Score: Raw -1218273.563764 + Penalty 3106.843115 = -1215166.720649
  nChanged 73
		SP:Iteration 45Q (81262.730000 sec): 3 clusters
  Score: Raw -1218292.235218 + Penalty 3106.843115 = -1215185.392103
  nChanged 80
		SP:Iteration 46Q (81263.010000 sec): 3 clusters
  Score: Raw -1218313.935784 + Penalty 3106.843115 = -1215207.092670
  nChanged 75
		SP:Iteration 47Q (81263.290000 sec): 3 clusters
  Score: Raw -1218334.526052 + Penalty 3106.843115 = -1215227.682938
  nChanged 83
		SP:Iteration 48Q (81263.480000 sec): 3 clusters
  Score: Raw -1218357.675786 + Penalty 3106.843115 = -1215250.832671
  nChanged 97
		SP:Iteration 49Q (81263.750000 sec): 3 clusters
  Score: Raw -1218386.547807 + Penalty 3106.843115 = -1215279.704692
  nChanged 89
		SP:Iteration 50Q (81263.980000 sec): 3 clusters
  Score: Raw -1218410.776106 + Penalty 3106.843115 = -1215303.932992
  nChanged 93
		SP:Iteration 51Q (81264.180000 sec): 3 clusters
  Score: Raw -1218435.561313 + Penalty 3106.843115 = -1215328.718199
  nChanged 89
		SP:Iteration 52Q (81264.460000 sec): 3 clusters
  Score: Raw -1218464.287280 + Penalty 3106.843115 = -1215357.444165
  nChanged 98
		SP:Iteration 53Q (81264.690000 sec): 3 clusters
  Score: Raw -1218489.654569 + Penalty 3106.843115 = -1215382.811454
  nChanged 85
		SP:Iteration 54Q (81264.970000 sec): 3 clusters
  Score: Raw -1218512.440039 + Penalty 3106.843115 = -1215405.596925
  nChanged 82
		SP:Iteration 55Q (81265.200000 sec): 3 clusters
  Score: Raw -1218533.864799 + Penalty 3106.843115 = -1215427.021685
  nChanged 61
		SP:Iteration 56Q (81265.480000 sec): 3 clusters
  Score: Raw -1218547.865253 + Penalty 3106.843115 = -1215441.022138
  nChanged 53
		SP:Iteration 57Q (81265.770000 sec): 3 clusters
  Score: Raw -1218561.290084 + Penalty 3106.843115 = -1215454.446970
  nChanged 58
		SP:Iteration 58Q (81266.000000 sec): 3 clusters
  Score: Raw -1218577.625166 + Penalty 3106.843115 = -1215470.782051
  nChanged 64
		SP:Iteration 59Q (81266.230000 sec): 3 clusters
  Score: Raw -1218592.168296 + Penalty 3106.843115 = -1215485.325182
  nChanged 60
		SP:Iteration 60F (81266.550000 sec): 3 clusters
  Score: Raw -1218611.636531 + Penalty 3106.843115 = -1215504.793416
  nChanged 70
		SP:Iteration 61Q (81266.820000 sec): 3 clusters
  Score: Raw -1218632.946294 + Penalty 3106.843115 = -1215526.103179
  nChanged 69
		SP:Iteration 62Q (81267.030000 sec): 3 clusters
  Score: Raw -1218650.928131 + Penalty 3106.843115 = -1215544.085016
  nChanged 65
		SP:Iteration 63Q (81267.290000 sec): 3 clusters
  Score: Raw -1218671.578068 + Penalty 3106.843115 = -1215564.734954
  nChanged 71
		SP:Iteration 64Q (81267.500000 sec): 3 clusters
  Score: Raw -1218693.722636 + Penalty 3106.843115 = -1215586.879521
  nChanged 58
		SP:Iteration 65Q (81267.780000 sec): 3 clusters
  Score: Raw -1218714.804382 + Penalty 3106.843115 = -1215607.961267
  nChanged 68
		SP:Iteration 66Q (81268.010000 sec): 3 clusters
  Score: Raw -1218737.393313 + Penalty 3106.843115 = -1215630.550199
  nChanged 66
		SP:Iteration 67Q (81268.290000 sec): 3 clusters
  Score: Raw -1218760.112844 + Penalty 3106.843115 = -1215653.269729
  nChanged 64
		SP:Iteration 68Q (81268.530000 sec): 3 clusters
  Score: Raw -1218785.857268 + Penalty 3106.843115 = -1215679.014153
  nChanged 56
		SP:Iteration 69Q (81268.810000 sec): 3 clusters
  Score: Raw -1218805.307684 + Penalty 3106.843115 = -1215698.464570
  nChanged 52
		SP:Iteration 70Q (81269.040000 sec): 3 clusters
  Score: Raw -1218824.393534 + Penalty 3106.843115 = -1215717.550419
  nChanged 61
		SP:Iteration 71Q (81269.320000 sec): 3 clusters
  Score: Raw -1218847.383557 + Penalty 3106.843115 = -1215740.540442
  nChanged 53
		SP:Iteration 72Q (81269.560000 sec): 3 clusters
  Score: Raw -1218879.834795 + Penalty 3106.843115 = -1215772.991681
  nChanged 65
		SP:Iteration 73Q (81269.830000 sec): 3 clusters
  Score: Raw -1218923.195136 + Penalty 3106.843115 = -1215816.352021
  nChanged 66
		SP:Iteration 74Q (81270.070000 sec): 3 clusters
  Score: Raw -1218959.045597 + Penalty 3106.843115 = -1215852.202483
  nChanged 48
		SP:Iteration 75Q (81270.360000 sec): 3 clusters
  Score: Raw -1218978.210326 + Penalty 3106.843115 = -1215871.367212
  nChanged 37
		SP:Iteration 76Q (81270.590000 sec): 3 clusters
  Score: Raw -1218990.928247 + Penalty 3106.843115 = -1215884.085132
  nChanged 27
		SP:Iteration 77Q (81270.910000 sec): 3 clusters
  Score: Raw -1218998.189818 + Penalty 3106.843115 = -1215891.346703
  nChanged 19
		SP:Iteration 78Q (81271.180000 sec): 3 clusters
  Score: Raw -1219003.105207 + Penalty 3106.843115 = -1215896.262093
  nChanged 16
		SP:Iteration 79Q (81271.500000 sec): 3 clusters
  Score: Raw -1219006.650512 + Penalty 3106.843115 = -1215899.807398
  nChanged 12
		SP:Iteration 80F (81271.780000 sec): 3 clusters
  Score: Raw -1219009.180116 + Penalty 3106.843115 = -1215902.337001
  nChanged 7
		SP:Iteration 81Q (81272.010000 sec): 3 clusters
  Score: Raw -1219010.693554 + Penalty 3106.843115 = -1215903.850440
  nChanged 5
		SP:Iteration 82Q (81272.240000 sec): 3 clusters
  Score: Raw -1219011.711786 + Penalty 3106.843115 = -1215904.868671
  nChanged 5
		SP:Iteration 83Q (81272.520000 sec): 3 clusters
  Score: Raw -1219012.735889 + Penalty 3106.843115 = -1215905.892774
  nChanged 3
		SP:Iteration 84Q (81272.750000 sec): 3 clusters
  Score: Raw -1219013.162033 + Penalty 3106.843115 = -1215906.318918
  nChanged 4
		SP:Iteration 85Q (81273.020000 sec): 3 clusters
  Score: Raw -1219014.010179 + Penalty 3106.843115 = -1215907.167065
  nChanged 7
		SP:Iteration 86Q (81273.250000 sec): 3 clusters
  Score: Raw -1219015.174102 + Penalty 3106.843115 = -1215908.330988
  nChanged 4
		SP:Iteration 87Q (81273.530000 sec): 3 clusters
  Score: Raw -1219015.517234 + Penalty 3106.843115 = -1215908.674119
  nChanged 2
		SP:Iteration 88Q (81273.760000 sec): 3 clusters
  Score: Raw -1219015.644393 + Penalty 3106.843115 = -1215908.801278
  nChanged 0
		SP:Iteration 89F (81274.040000 sec): 3 clusters
  Score: Raw -1219015.644393 + Penalty 3106.843115 = -1215908.801278
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (4730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81274.160000 sec): 2 clusters
  Score: Raw -348968.364389 + Penalty 1375.023078 = -347593.341311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81274.340000 sec): 3 clusters
  Score: Raw -346463.378676 + Penalty 2750.046156 = -343713.332519
  nChanged 1926
		SP:Iteration 1F (81274.520000 sec): 3 clusters
  Score: Raw -347743.643585 + Penalty 2750.046156 = -344993.597428
  nChanged 450
		SP:Iteration 2F (81274.690000 sec): 3 clusters
  Score: Raw -348149.753248 + Penalty 2750.046156 = -345399.707091
  nChanged 363
		SP:Iteration 3F (81274.860000 sec): 3 clusters
  Score: Raw -348470.322925 + Penalty 2750.046156 = -345720.276769
  nChanged 300
		SP:Iteration 4F (81275.040000 sec): 3 clusters
  Score: Raw -348710.204197 + Penalty 2750.046156 = -345960.158041
  nChanged 246
		SP:Iteration 5F (81275.220000 sec): 3 clusters
  Score: Raw -348902.657659 + Penalty 2750.046156 = -346152.611503
  nChanged 199
		SP:Iteration 6Q (81275.390000 sec): 3 clusters
  Score: Raw -349072.608800 + Penalty 2750.046156 = -346322.562644
  nChanged 211
		SP:Iteration 7Q (81275.570000 sec): 3 clusters
  Score: Raw -349238.980994 + Penalty 2750.046156 = -346488.934837
  nChanged 178
		SP:Iteration 8Q (81275.740000 sec): 3 clusters
  Score: Raw -349353.413527 + Penalty 2750.046156 = -346603.367371
  nChanged 116
		SP:Iteration 9Q (81275.920000 sec): 3 clusters
  Score: Raw -349401.353806 + Penalty 2750.046156 = -346651.307649
  nChanged 53
		SP:Iteration 10Q (81276.100000 sec): 3 clusters
  Score: Raw -349419.047400 + Penalty 2750.046156 = -346669.001243
  nChanged 34
		SP:Iteration 11Q (81276.270000 sec): 3 clusters
  Score: Raw -349432.583858 + Penalty 2750.046156 = -346682.537701
  nChanged 33
		SP:Iteration 12Q (81276.450000 sec): 3 clusters
  Score: Raw -349443.489945 + Penalty 2750.046156 = -346693.443789
  nChanged 25
		SP:Iteration 13Q (81276.620000 sec): 3 clusters
  Score: Raw -349452.391696 + Penalty 2750.046156 = -346702.345540
  nChanged 20
		SP:Iteration 14Q (81276.800000 sec): 3 clusters
  Score: Raw -349457.726440 + Penalty 2750.046156 = -346707.680283
  nChanged 17
		SP:Iteration 15Q (81276.980000 sec): 3 clusters
  Score: Raw -349463.849036 + Penalty 2750.046156 = -346713.802880
  nChanged 22
		SP:Iteration 16Q (81277.200000 sec): 3 clusters
  Score: Raw -349470.912422 + Penalty 2750.046156 = -346720.866266
  nChanged 17
		SP:Iteration 17Q (81277.340000 sec): 3 clusters
  Score: Raw -349475.171561 + Penalty 2750.046156 = -346725.125404
  nChanged 12
		SP:Iteration 18Q (81277.520000 sec): 3 clusters
  Score: Raw -349478.237729 + Penalty 2750.046156 = -346728.191572
  nChanged 9
		SP:Iteration 19Q (81277.690000 sec): 3 clusters
  Score: Raw -349480.809630 + Penalty 2750.046156 = -346730.763473
  nChanged 9
		SP:Iteration 20F (81277.870000 sec): 3 clusters
  Score: Raw -349483.298987 + Penalty 2750.046156 = -346733.252831
  nChanged 9
		SP:Iteration 21Q (81278.040000 sec): 3 clusters
  Score: Raw -349485.880230 + Penalty 2750.046156 = -346735.834074
  nChanged 11
		SP:Iteration 22Q (81278.220000 sec): 3 clusters
  Score: Raw -349488.663337 + Penalty 2750.046156 = -346738.617181
  nChanged 10
		SP:Iteration 23Q (81278.390000 sec): 3 clusters
  Score: Raw -349492.215516 + Penalty 2750.046156 = -346742.169360
  nChanged 10
		SP:Iteration 24Q (81278.570000 sec): 3 clusters
  Score: Raw -349494.849046 + Penalty 2750.046156 = -346744.802889
  nChanged 7
		SP:Iteration 25Q (81278.750000 sec): 3 clusters
  Score: Raw -349497.323938 + Penalty 2750.046156 = -346747.277782
  nChanged 7
		SP:Iteration 26Q (81278.920000 sec): 3 clusters
  Score: Raw -349498.732770 + Penalty 2750.046156 = -346748.686614
  nChanged 6
		SP:Iteration 27Q (81279.100000 sec): 3 clusters
  Score: Raw -349499.724693 + Penalty 2750.046156 = -346749.678536
  nChanged 4
		SP:Iteration 28Q (81279.270000 sec): 3 clusters
  Score: Raw -349500.842078 + Penalty 2750.046156 = -346750.795922
  nChanged 7
		SP:Iteration 29Q (81279.450000 sec): 3 clusters
  Score: Raw -349502.598532 + Penalty 2750.046156 = -346752.552376
  nChanged 10
		SP:Iteration 30Q (81279.630000 sec): 3 clusters
  Score: Raw -349504.792906 + Penalty 2750.046156 = -346754.746750
  nChanged 7
		SP:Iteration 31Q (81279.800000 sec): 3 clusters
  Score: Raw -349507.189413 + Penalty 2750.046156 = -346757.143257
  nChanged 7
		SP:Iteration 32Q (81279.980000 sec): 3 clusters
  Score: Raw -349508.520765 + Penalty 2750.046156 = -346758.474609
  nChanged 6
		SP:Iteration 33Q (81280.150000 sec): 3 clusters
  Score: Raw -349509.796797 + Penalty 2750.046156 = -346759.750640
  nChanged 2
		SP:Iteration 34Q (81280.330000 sec): 3 clusters
  Score: Raw -349510.623724 + Penalty 2750.046156 = -346760.577567
  nChanged 3
		SP:Iteration 35Q (81280.510000 sec): 3 clusters
  Score: Raw -349511.253087 + Penalty 2750.046156 = -346761.206931
  nChanged 2
		SP:Iteration 36Q (81280.680000 sec): 3 clusters
  Score: Raw -349511.519574 + Penalty 2750.046156 = -346761.473418
  nChanged 3
		SP:Iteration 37Q (81280.850000 sec): 3 clusters
  Score: Raw -349512.095948 + Penalty 2750.046156 = -346762.049791
  nChanged 0
		SP:Iteration 38F (81281.030000 sec): 3 clusters
  Score: Raw -349512.095948 + Penalty 2750.046156 = -346762.049791
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (5294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81281.150000 sec): 2 clusters
  Score: Raw -381885.884249 + Penalty 1393.328525 = -380492.555724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81281.370000 sec): 3 clusters
  Score: Raw -379141.930151 + Penalty 2786.657049 = -376355.273102
  nChanged 2195
		SP:Iteration 1F (81281.510000 sec): 3 clusters
  Score: Raw -380631.466139 + Penalty 2786.657049 = -377844.809089
  nChanged 505
		SP:Iteration 2F (81281.710000 sec): 3 clusters
  Score: Raw -381077.330066 + Penalty 2786.657049 = -378290.673017
  nChanged 438
		SP:Iteration 3F (81281.930000 sec): 3 clusters
  Score: Raw -381447.248008 + Penalty 2786.657049 = -378660.590959
  nChanged 310
		SP:Iteration 4F (81282.090000 sec): 3 clusters
  Score: Raw -381668.589221 + Penalty 2786.657049 = -378881.932172
  nChanged 233
		SP:Iteration 5Q (81282.230000 sec): 3 clusters
  Score: Raw -381824.855614 + Penalty 2786.657049 = -379038.198564
  nChanged 177
		SP:Iteration 6Q (81282.400000 sec): 3 clusters
  Score: Raw -381938.798943 + Penalty 2786.657049 = -379152.141894
  nChanged 146
		SP:Iteration 7Q (81282.560000 sec): 3 clusters
  Score: Raw -382037.727308 + Penalty 2786.657049 = -379251.070259
  nChanged 142
		SP:Iteration 8Q (81282.730000 sec): 3 clusters
  Score: Raw -382116.500084 + Penalty 2786.657049 = -379329.843035
  nChanged 123
		SP:Iteration 9Q (81282.910000 sec): 3 clusters
  Score: Raw -382180.975977 + Penalty 2786.657049 = -379394.318927
  nChanged 93
		SP:Iteration 10Q (81283.080000 sec): 3 clusters
  Score: Raw -382220.847648 + Penalty 2786.657049 = -379434.190598
  nChanged 73
		SP:Iteration 11Q (81283.280000 sec): 3 clusters
  Score: Raw -382251.149437 + Penalty 2786.657049 = -379464.492387
  nChanged 62
		SP:Iteration 12Q (81283.470000 sec): 3 clusters
  Score: Raw -382273.656348 + Penalty 2786.657049 = -379486.999298
  nChanged 55
		SP:Iteration 13Q (81283.640000 sec): 3 clusters
  Score: Raw -382296.845618 + Penalty 2786.657049 = -379510.188569
  nChanged 55
		SP:Iteration 14Q (81283.810000 sec): 3 clusters
  Score: Raw -382318.477273 + Penalty 2786.657049 = -379531.820223
  nChanged 50
		SP:Iteration 15Q (81283.990000 sec): 3 clusters
  Score: Raw -382341.148713 + Penalty 2786.657049 = -379554.491664
  nChanged 57
		SP:Iteration 16Q (81284.160000 sec): 3 clusters
  Score: Raw -382359.364192 + Penalty 2786.657049 = -379572.707142
  nChanged 42
		SP:Iteration 17Q (81284.330000 sec): 3 clusters
  Score: Raw -382374.482493 + Penalty 2786.657049 = -379587.825444
  nChanged 38
		SP:Iteration 18Q (81284.510000 sec): 3 clusters
  Score: Raw -382383.319619 + Penalty 2786.657049 = -379596.662570
  nChanged 22
		SP:Iteration 19Q (81284.680000 sec): 3 clusters
  Score: Raw -382388.403281 + Penalty 2786.657049 = -379601.746232
  nChanged 19
		SP:Iteration 20F (81284.850000 sec): 3 clusters
  Score: Raw -382393.292496 + Penalty 2786.657049 = -379606.635447
  nChanged 18
		SP:Iteration 21Q (81285.030000 sec): 3 clusters
  Score: Raw -382397.500005 + Penalty 2786.657049 = -379610.842956
  nChanged 14
		SP:Iteration 22Q (81285.200000 sec): 3 clusters
  Score: Raw -382400.897636 + Penalty 2786.657049 = -379614.240586
  nChanged 8
		SP:Iteration 23Q (81285.370000 sec): 3 clusters
  Score: Raw -382403.219073 + Penalty 2786.657049 = -379616.562024
  nChanged 12
		SP:Iteration 24Q (81285.520000 sec): 3 clusters
  Score: Raw -382406.627547 + Penalty 2786.657049 = -379619.970498
  nChanged 18
		SP:Iteration 25Q (81285.620000 sec): 3 clusters
  Score: Raw -382411.795547 + Penalty 2786.657049 = -379625.138498
  nChanged 15
		SP:Iteration 26Q (81285.810000 sec): 3 clusters
  Score: Raw -382417.556984 + Penalty 2786.657049 = -379630.899935
  nChanged 18
		SP:Iteration 27Q (81286.030000 sec): 3 clusters
  Score: Raw -382421.575566 + Penalty 2786.657049 = -379634.918516
  nChanged 17
		SP:Iteration 28Q (81286.170000 sec): 3 clusters
  Score: Raw -382426.542661 + Penalty 2786.657049 = -379639.885611
  nChanged 18
		SP:Iteration 29Q (81286.350000 sec): 3 clusters
  Score: Raw -382431.918684 + Penalty 2786.657049 = -379645.261634
  nChanged 24
		SP:Iteration 30Q (81286.520000 sec): 3 clusters
  Score: Raw -382439.718809 + Penalty 2786.657049 = -379653.061760
  nChanged 21
		SP:Iteration 31Q (81286.690000 sec): 3 clusters
  Score: Raw -382445.384214 + Penalty 2786.657049 = -379658.727164
  nChanged 23
		SP:Iteration 32Q (81286.870000 sec): 3 clusters
  Score: Raw -382453.716913 + Penalty 2786.657049 = -379667.059864
  nChanged 23
		SP:Iteration 33Q (81287.040000 sec): 3 clusters
  Score: Raw -382460.570813 + Penalty 2786.657049 = -379673.913763
  nChanged 21
		SP:Iteration 34Q (81287.210000 sec): 3 clusters
  Score: Raw -382465.337866 + Penalty 2786.657049 = -379678.680817
  nChanged 12
		SP:Iteration 35Q (81287.390000 sec): 3 clusters
  Score: Raw -382468.703074 + Penalty 2786.657049 = -379682.046025
  nChanged 13
		SP:Iteration 36Q (81287.560000 sec): 3 clusters
  Score: Raw -382471.260742 + Penalty 2786.657049 = -379684.603693
  nChanged 12
		SP:Iteration 37Q (81287.730000 sec): 3 clusters
  Score: Raw -382473.745570 + Penalty 2786.657049 = -379687.088520
  nChanged 14
		SP:Iteration 38Q (81287.910000 sec): 3 clusters
  Score: Raw -382477.652970 + Penalty 2786.657049 = -379690.995921
  nChanged 12
		SP:Iteration 39Q (81288.080000 sec): 3 clusters
  Score: Raw -382481.783110 + Penalty 2786.657049 = -379695.126060
  nChanged 18
		SP:Iteration 40F (81288.250000 sec): 3 clusters
  Score: Raw -382486.426736 + Penalty 2786.657049 = -379699.769687
  nChanged 12
		SP:Iteration 41Q (81288.430000 sec): 3 clusters
  Score: Raw -382491.082967 + Penalty 2786.657049 = -379704.425917
  nChanged 13
		SP:Iteration 42Q (81288.600000 sec): 3 clusters
  Score: Raw -382496.143198 + Penalty 2786.657049 = -379709.486148
  nChanged 21
		SP:Iteration 43Q (81288.770000 sec): 3 clusters
  Score: Raw -382504.552563 + Penalty 2786.657049 = -379717.895514
  nChanged 22
		SP:Iteration 44Q (81288.950000 sec): 3 clusters
  Score: Raw -382512.703153 + Penalty 2786.657049 = -379726.046103
  nChanged 22
		SP:Iteration 45Q (81289.120000 sec): 3 clusters
  Score: Raw -382519.009071 + Penalty 2786.657049 = -379732.352021
  nChanged 17
		SP:Iteration 46Q (81289.290000 sec): 3 clusters
  Score: Raw -382525.075949 + Penalty 2786.657049 = -379738.418899
  nChanged 17
		SP:Iteration 47Q (81289.470000 sec): 3 clusters
  Score: Raw -382529.742341 + Penalty 2786.657049 = -379743.085292
  nChanged 18
		SP:Iteration 48Q (81289.690000 sec): 3 clusters
  Score: Raw -382533.751947 + Penalty 2786.657049 = -379747.094898
  nChanged 8
		SP:Iteration 49Q (81289.860000 sec): 3 clusters
  Score: Raw -382535.982838 + Penalty 2786.657049 = -379749.325789
  nChanged 5
		SP:Iteration 50Q (81290.010000 sec): 3 clusters
  Score: Raw -382536.690315 + Penalty 2786.657049 = -379750.033265
  nChanged 2
		SP:Iteration 51Q (81290.180000 sec): 3 clusters
  Score: Raw -382536.906364 + Penalty 2786.657049 = -379750.249315
  nChanged 0
		SP:Iteration 52F (81290.280000 sec): 3 clusters
  Score: Raw -382536.906364 + Penalty 2786.657049 = -379750.249315
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (4935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81290.390000 sec): 2 clusters
  Score: Raw -373497.115980 + Penalty 1381.917542 = -372115.198438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81290.610000 sec): 3 clusters
  Score: Raw -370932.463132 + Penalty 2763.835084 = -368168.628047
  nChanged 2020
		SP:Iteration 1F (81290.800000 sec): 3 clusters
  Score: Raw -372247.120154 + Penalty 2763.835084 = -369483.285070
  nChanged 488
		SP:Iteration 2F (81290.980000 sec): 3 clusters
  Score: Raw -372687.066205 + Penalty 2763.835084 = -369923.231121
  nChanged 401
		SP:Iteration 3F (81291.120000 sec): 3 clusters
  Score: Raw -373070.847881 + Penalty 2763.835084 = -370307.012796
  nChanged 332
		SP:Iteration 4F (81291.290000 sec): 3 clusters
  Score: Raw -373381.346426 + Penalty 2763.835084 = -370617.511341
  nChanged 270
		SP:Iteration 5F (81291.470000 sec): 3 clusters
  Score: Raw -373569.345914 + Penalty 2763.835084 = -370805.510830
  nChanged 189
		SP:Iteration 6Q (81291.640000 sec): 3 clusters
  Score: Raw -373685.938395 + Penalty 2763.835084 = -370922.103310
  nChanged 165
		SP:Iteration 7Q (81291.820000 sec): 3 clusters
  Score: Raw -373774.142654 + Penalty 2763.835084 = -371010.307570
  nChanged 127
		SP:Iteration 8Q (81291.990000 sec): 3 clusters
  Score: Raw -373834.011136 + Penalty 2763.835084 = -371070.176051
  nChanged 94
		SP:Iteration 9Q (81292.170000 sec): 3 clusters
  Score: Raw -373880.760370 + Penalty 2763.835084 = -371116.925285
  nChanged 85
		SP:Iteration 10Q (81292.350000 sec): 3 clusters
  Score: Raw -373927.017237 + Penalty 2763.835084 = -371163.182152
  nChanged 71
		SP:Iteration 11Q (81292.520000 sec): 3 clusters
  Score: Raw -373966.500892 + Penalty 2763.835084 = -371202.665807
  nChanged 65
		SP:Iteration 12Q (81292.690000 sec): 3 clusters
  Score: Raw -373999.714894 + Penalty 2763.835084 = -371235.879810
  nChanged 64
		SP:Iteration 13Q (81292.870000 sec): 3 clusters
  Score: Raw -374027.906981 + Penalty 2763.835084 = -371264.071896
  nChanged 55
		SP:Iteration 14Q (81293.050000 sec): 3 clusters
  Score: Raw -374050.317915 + Penalty 2763.835084 = -371286.482830
  nChanged 59
		SP:Iteration 15Q (81293.220000 sec): 3 clusters
  Score: Raw -374079.182076 + Penalty 2763.835084 = -371315.346992
  nChanged 56
		SP:Iteration 16Q (81293.400000 sec): 3 clusters
  Score: Raw -374109.331839 + Penalty 2763.835084 = -371345.496754
  nChanged 62
		SP:Iteration 17Q (81293.570000 sec): 3 clusters
  Score: Raw -374139.524089 + Penalty 2763.835084 = -371375.689005
  nChanged 53
		SP:Iteration 18Q (81293.750000 sec): 3 clusters
  Score: Raw -374169.223989 + Penalty 2763.835084 = -371405.388905
  nChanged 52
		SP:Iteration 19Q (81293.920000 sec): 3 clusters
  Score: Raw -374195.596792 + Penalty 2763.835084 = -371431.761708
  nChanged 45
		SP:Iteration 20F (81294.100000 sec): 3 clusters
  Score: Raw -374214.807458 + Penalty 2763.835084 = -371450.972373
  nChanged 45
		SP:Iteration 21Q (81294.270000 sec): 3 clusters
  Score: Raw -374234.395427 + Penalty 2763.835084 = -371470.560343
  nChanged 51
		SP:Iteration 22Q (81294.450000 sec): 3 clusters
  Score: Raw -374257.176716 + Penalty 2763.835084 = -371493.341632
  nChanged 42
		SP:Iteration 23Q (81294.620000 sec): 3 clusters
  Score: Raw -374282.355957 + Penalty 2763.835084 = -371518.520873
  nChanged 42
		SP:Iteration 24Q (81294.800000 sec): 3 clusters
  Score: Raw -374306.694510 + Penalty 2763.835084 = -371542.859426
  nChanged 36
		SP:Iteration 25Q (81294.970000 sec): 3 clusters
  Score: Raw -374332.765816 + Penalty 2763.835084 = -371568.930732
  nChanged 40
		SP:Iteration 26Q (81295.150000 sec): 3 clusters
  Score: Raw -374361.690163 + Penalty 2763.835084 = -371597.855078
  nChanged 47
		SP:Iteration 27Q (81295.330000 sec): 3 clusters
  Score: Raw -374384.957165 + Penalty 2763.835084 = -371621.122080
  nChanged 49
		SP:Iteration 28Q (81295.500000 sec): 3 clusters
  Score: Raw -374416.661571 + Penalty 2763.835084 = -371652.826486
  nChanged 39
		SP:Iteration 29Q (81295.680000 sec): 3 clusters
  Score: Raw -374438.130482 + Penalty 2763.835084 = -371674.295398
  nChanged 42
		SP:Iteration 30Q (81295.850000 sec): 3 clusters
  Score: Raw -374464.479077 + Penalty 2763.835084 = -371700.643992
  nChanged 33
		SP:Iteration 31Q (81296.030000 sec): 3 clusters
  Score: Raw -374476.287855 + Penalty 2763.835084 = -371712.452771
  nChanged 16
		SP:Iteration 32Q (81296.200000 sec): 3 clusters
  Score: Raw -374482.571525 + Penalty 2763.835084 = -371718.736441
  nChanged 12
		SP:Iteration 33Q (81296.380000 sec): 3 clusters
  Score: Raw -374487.499656 + Penalty 2763.835084 = -371723.664572
  nChanged 7
		SP:Iteration 34Q (81296.550000 sec): 3 clusters
  Score: Raw -374490.374893 + Penalty 2763.835084 = -371726.539809
  nChanged 12
		SP:Iteration 35Q (81296.730000 sec): 3 clusters
  Score: Raw -374495.313204 + Penalty 2763.835084 = -371731.478119
  nChanged 6
		SP:Iteration 36Q (81296.900000 sec): 3 clusters
  Score: Raw -374496.741701 + Penalty 2763.835084 = -371732.906617
  nChanged 7
		SP:Iteration 37Q (81297.080000 sec): 3 clusters
  Score: Raw -374499.247621 + Penalty 2763.835084 = -371735.412537
  nChanged 6
		SP:Iteration 38Q (81297.250000 sec): 3 clusters
  Score: Raw -374500.221946 + Penalty 2763.835084 = -371736.386862
  nChanged 2
		SP:Iteration 39Q (81297.430000 sec): 3 clusters
  Score: Raw -374501.954749 + Penalty 2763.835084 = -371738.119665
  nChanged 8
		SP:Iteration 40F (81297.610000 sec): 3 clusters
  Score: Raw -374505.832075 + Penalty 2763.835084 = -371741.996990
  nChanged 7
		SP:Iteration 41Q (81297.780000 sec): 3 clusters
  Score: Raw -374508.950894 + Penalty 2763.835084 = -371745.115809
  nChanged 12
		SP:Iteration 42Q (81297.950000 sec): 3 clusters
  Score: Raw -374512.026411 + Penalty 2763.835084 = -371748.191327
  nChanged 9
		SP:Iteration 43Q (81298.130000 sec): 3 clusters
  Score: Raw -374515.324799 + Penalty 2763.835084 = -371751.489715
  nChanged 9
		SP:Iteration 44Q (81298.310000 sec): 3 clusters
  Score: Raw -374518.985254 + Penalty 2763.835084 = -371755.150170
  nChanged 8
		SP:Iteration 45Q (81298.480000 sec): 3 clusters
  Score: Raw -374521.853638 + Penalty 2763.835084 = -371758.018553
  nChanged 8
		SP:Iteration 46Q (81298.650000 sec): 3 clusters
  Score: Raw -374523.313733 + Penalty 2763.835084 = -371759.478648
  nChanged 6
		SP:Iteration 47Q (81298.830000 sec): 3 clusters
  Score: Raw -374525.178936 + Penalty 2763.835084 = -371761.343852
  nChanged 8
		SP:Iteration 48Q (81299.010000 sec): 3 clusters
  Score: Raw -374527.910451 + Penalty 2763.835084 = -371764.075367
  nChanged 8
		SP:Iteration 49Q (81299.210000 sec): 3 clusters
  Score: Raw -374529.860202 + Penalty 2763.835084 = -371766.025118
  nChanged 2
		SP:Iteration 50Q (81299.400000 sec): 3 clusters
  Score: Raw -374530.923368 + Penalty 2763.835084 = -371767.088283
  nChanged 3
		SP:Iteration 51Q (81299.570000 sec): 3 clusters
  Score: Raw -374532.716484 + Penalty 2763.835084 = -371768.881399
  nChanged 6
		SP:Iteration 52Q (81299.750000 sec): 3 clusters
  Score: Raw -374535.137543 + Penalty 2763.835084 = -371771.302459
  nChanged 8
		SP:Iteration 53Q (81299.930000 sec): 3 clusters
  Score: Raw -374536.680846 + Penalty 2763.835084 = -371772.845761
  nChanged 7
		SP:Iteration 54Q (81300.100000 sec): 3 clusters
  Score: Raw -374538.025426 + Penalty 2763.835084 = -371774.190342
  nChanged 6
		SP:Iteration 55Q (81300.270000 sec): 3 clusters
  Score: Raw -374539.667403 + Penalty 2763.835084 = -371775.832319
  nChanged 5
		SP:Iteration 56Q (81300.450000 sec): 3 clusters
  Score: Raw -374541.028130 + Penalty 2763.835084 = -371777.193045
  nChanged 2
		SP:Iteration 57Q (81300.620000 sec): 3 clusters
  Score: Raw -374541.318826 + Penalty 2763.835084 = -371777.483742
  nChanged 2
		SP:Iteration 58Q (81300.800000 sec): 3 clusters
  Score: Raw -374541.551173 + Penalty 2763.835084 = -371777.716089
  nChanged 0
		SP:Iteration 59F (81300.970000 sec): 3 clusters
  Score: Raw -374541.551173 + Penalty 2763.835084 = -371777.716089
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (3201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81301.070000 sec): 2 clusters
  Score: Raw -269444.002510 + Penalty 1311.573013 = -268132.429498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81301.250000 sec): 3 clusters
  Score: Raw -267940.088621 + Penalty 2623.146025 = -265316.942595
  nChanged 1214
		SP:Iteration 1F (81301.430000 sec): 3 clusters
  Score: Raw -268856.042739 + Penalty 2623.146025 = -266232.896714
  nChanged 327
		SP:Iteration 2F (81301.600000 sec): 3 clusters
  Score: Raw -269185.872797 + Penalty 2623.146025 = -266562.726772
  nChanged 221
		SP:Iteration 3F (81301.780000 sec): 3 clusters
  Score: Raw -269400.004882 + Penalty 2623.146025 = -266776.858857
  nChanged 183
		SP:Iteration 4F (81301.950000 sec): 3 clusters
  Score: Raw -269572.220151 + Penalty 2623.146025 = -266949.074125
  nChanged 151
		SP:Iteration 5Q (81302.130000 sec): 3 clusters
  Score: Raw -269725.633364 + Penalty 2623.146025 = -267102.487338
  nChanged 135
		SP:Iteration 6Q (81302.310000 sec): 3 clusters
  Score: Raw -269854.232734 + Penalty 2623.146025 = -267231.086708
  nChanged 103
		SP:Iteration 7Q (81302.480000 sec): 3 clusters
  Score: Raw -269932.521689 + Penalty 2623.146025 = -267309.375664
  nChanged 79
		SP:Iteration 8Q (81302.650000 sec): 3 clusters
  Score: Raw -269993.613246 + Penalty 2623.146025 = -267370.467220
  nChanged 68
		SP:Iteration 9Q (81302.830000 sec): 3 clusters
  Score: Raw -270042.953234 + Penalty 2623.146025 = -267419.807208
  nChanged 67
		SP:Iteration 10Q (81303.010000 sec): 3 clusters
  Score: Raw -270091.485584 + Penalty 2623.146025 = -267468.339559
  nChanged 61
		SP:Iteration 11Q (81303.180000 sec): 3 clusters
  Score: Raw -270132.045875 + Penalty 2623.146025 = -267508.899849
  nChanged 55
		SP:Iteration 12Q (81303.380000 sec): 3 clusters
  Score: Raw -270168.904157 + Penalty 2623.146025 = -267545.758132
  nChanged 57
		SP:Iteration 13Q (81303.530000 sec): 3 clusters
  Score: Raw -270206.019001 + Penalty 2623.146025 = -267582.872975
  nChanged 44
		SP:Iteration 14Q (81303.710000 sec): 3 clusters
  Score: Raw -270238.571735 + Penalty 2623.146025 = -267615.425710
  nChanged 43
		SP:Iteration 15Q (81303.890000 sec): 3 clusters
  Score: Raw -270272.217079 + Penalty 2623.146025 = -267649.071054
  nChanged 38
		SP:Iteration 16Q (81304.060000 sec): 3 clusters
  Score: Raw -270296.757718 + Penalty 2623.146025 = -267673.611692
  nChanged 36
		SP:Iteration 17Q (81304.240000 sec): 3 clusters
  Score: Raw -270317.709576 + Penalty 2623.146025 = -267694.563550
  nChanged 33
		SP:Iteration 18Q (81304.410000 sec): 3 clusters
  Score: Raw -270343.058142 + Penalty 2623.146025 = -267719.912117
  nChanged 30
		SP:Iteration 19Q (81304.590000 sec): 3 clusters
  Score: Raw -270362.084807 + Penalty 2623.146025 = -267738.938781
  nChanged 31
		SP:Iteration 20F (81304.780000 sec): 3 clusters
  Score: Raw -270379.484283 + Penalty 2623.146025 = -267756.338258
  nChanged 24
		SP:Iteration 21Q (81304.940000 sec): 3 clusters
  Score: Raw -270392.680417 + Penalty 2623.146025 = -267769.534392
  nChanged 20
		SP:Iteration 22Q (81305.120000 sec): 3 clusters
  Score: Raw -270405.469194 + Penalty 2623.146025 = -267782.323169
  nChanged 25
		SP:Iteration 23Q (81305.290000 sec): 3 clusters
  Score: Raw -270437.930547 + Penalty 2623.146025 = -267814.784521
  nChanged 30
		SP:Iteration 24Q (81305.470000 sec): 3 clusters
  Score: Raw -270483.225368 + Penalty 2623.146025 = -267860.079343
  nChanged 31
		SP:Iteration 25Q (81305.650000 sec): 3 clusters
  Score: Raw -270515.921541 + Penalty 2623.146025 = -267892.775516
  nChanged 29
		SP:Iteration 26Q (81305.820000 sec): 3 clusters
  Score: Raw -270531.016823 + Penalty 2623.146025 = -267907.870798
  nChanged 17
		SP:Iteration 27Q (81306.000000 sec): 3 clusters
  Score: Raw -270538.086299 + Penalty 2623.146025 = -267914.940274
  nChanged 10
		SP:Iteration 28Q (81306.170000 sec): 3 clusters
  Score: Raw -270543.022104 + Penalty 2623.146025 = -267919.876078
  nChanged 6
		SP:Iteration 29Q (81306.350000 sec): 3 clusters
  Score: Raw -270545.211053 + Penalty 2623.146025 = -267922.065028
  nChanged 1
		SP:Iteration 30Q (81306.520000 sec): 3 clusters
  Score: Raw -270545.299176 + Penalty 2623.146025 = -267922.153151
  nChanged 0
		SP:Iteration 31F (81306.700000 sec): 3 clusters
  Score: Raw -270545.299176 + Penalty 2623.146025 = -267922.153151
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81306.780000 sec): 2 clusters
  Score: Raw -135932.012977 + Penalty 1180.518654 = -134751.494323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81306.960000 sec): 3 clusters
  Score: Raw -135356.036685 + Penalty 2361.037308 = -132994.999378
  nChanged 481
		SP:Iteration 1F (81307.130000 sec): 3 clusters
  Score: Raw -135682.695705 + Penalty 2361.037308 = -133321.658397
  nChanged 117
		SP:Iteration 2F (81307.310000 sec): 3 clusters
  Score: Raw -135799.464335 + Penalty 2361.037308 = -133438.427027
  nChanged 68
		SP:Iteration 3Q (81307.490000 sec): 3 clusters
  Score: Raw -135874.767232 + Penalty 2361.037308 = -133513.729924
  nChanged 56
		SP:Iteration 4Q (81307.660000 sec): 3 clusters
  Score: Raw -135939.683636 + Penalty 2361.037308 = -133578.646328
  nChanged 65
		SP:Iteration 5Q (81307.840000 sec): 3 clusters
  Score: Raw -136027.359698 + Penalty 2361.037308 = -133666.322390
  nChanged 71
		SP:Iteration 6Q (81308.010000 sec): 3 clusters
  Score: Raw -136128.606676 + Penalty 2361.037308 = -133767.569368
  nChanged 74
		SP:Iteration 7F (81308.190000 sec): 3 clusters
  Score: Raw -136202.840721 + Penalty 2361.037308 = -133841.803413
  nChanged 46
		SP:Iteration 8Q (81308.370000 sec): 3 clusters
  Score: Raw -136265.768213 + Penalty 2361.037308 = -133904.730905
  nChanged 47
		SP:Iteration 9Q (81308.550000 sec): 3 clusters
  Score: Raw -136323.151283 + Penalty 2361.037308 = -133962.113975
  nChanged 34
		SP:Iteration 10Q (81308.710000 sec): 3 clusters
  Score: Raw -136361.166812 + Penalty 2361.037308 = -134000.129504
  nChanged 20
		SP:Iteration 11Q (81308.740000 sec): 3 clusters
  Score: Raw -136376.054413 + Penalty 2361.037308 = -134015.017105
  nChanged 11
		SP:Iteration 12Q (81308.780000 sec): 3 clusters
  Score: Raw -136385.046616 + Penalty 2361.037308 = -134024.009308
  nChanged 9
		SP:Iteration 13Q (81308.930000 sec): 3 clusters
  Score: Raw -136391.723037 + Penalty 2361.037308 = -134030.685729
  nChanged 4
		SP:Iteration 14Q (81308.950000 sec): 3 clusters
  Score: Raw -136395.448183 + Penalty 2361.037308 = -134034.410875
  nChanged 7
		SP:Iteration 15Q (81308.990000 sec): 3 clusters
  Score: Raw -136400.803792 + Penalty 2361.037308 = -134039.766484
  nChanged 3
		SP:Iteration 16Q (81309.020000 sec): 3 clusters
  Score: Raw -136403.554135 + Penalty 2361.037308 = -134042.516827
  nChanged 1
		SP:Iteration 17Q (81309.050000 sec): 3 clusters
  Score: Raw -136405.397686 + Penalty 2361.037308 = -134044.360378
  nChanged 6
		SP:Iteration 18Q (81309.090000 sec): 3 clusters
  Score: Raw -136410.159497 + Penalty 2361.037308 = -134049.122189
  nChanged 8
		SP:Iteration 19Q (81309.120000 sec): 3 clusters
  Score: Raw -136416.279736 + Penalty 2361.037308 = -134055.242428
  nChanged 7
		SP:Iteration 20F (81309.150000 sec): 3 clusters
  Score: Raw -136422.040998 + Penalty 2361.037308 = -134061.003690
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (4308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81309.270000 sec): 2 clusters
  Score: Raw -338861.163424 + Penalty 1359.837219 = -337501.326205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81309.430000 sec): 3 clusters
  Score: Raw -336661.264553 + Penalty 2719.674437 = -333941.590115
  nChanged 1731
		SP:Iteration 1F (81309.670000 sec): 3 clusters
  Score: Raw -337781.039668 + Penalty 2719.674437 = -335061.365230
  nChanged 377
		SP:Iteration 2F (81309.820000 sec): 3 clusters
  Score: Raw -338067.274999 + Penalty 2719.674437 = -335347.600562
  nChanged 290
		SP:Iteration 3F (81310.000000 sec): 3 clusters
  Score: Raw -338299.756514 + Penalty 2719.674437 = -335580.082077
  nChanged 248
		SP:Iteration 4F (81310.170000 sec): 3 clusters
  Score: Raw -338480.409094 + Penalty 2719.674437 = -335760.734657
  nChanged 180
		SP:Iteration 5Q (81310.390000 sec): 3 clusters
  Score: Raw -338621.856614 + Penalty 2719.674437 = -335902.182176
  nChanged 173
		SP:Iteration 6Q (81310.540000 sec): 3 clusters
  Score: Raw -338736.223084 + Penalty 2719.674437 = -336016.548647
  nChanged 139
		SP:Iteration 7Q (81310.770000 sec): 3 clusters
  Score: Raw -338807.677894 + Penalty 2719.674437 = -336088.003456
  nChanged 105
		SP:Iteration 8Q (81310.920000 sec): 3 clusters
  Score: Raw -338850.813823 + Penalty 2719.674437 = -336131.139386
  nChanged 70
		SP:Iteration 9Q (81311.090000 sec): 3 clusters
  Score: Raw -338878.099308 + Penalty 2719.674437 = -336158.424870
  nChanged 59
		SP:Iteration 10Q (81311.270000 sec): 3 clusters
  Score: Raw -338902.275375 + Penalty 2719.674437 = -336182.600938
  nChanged 55
		SP:Iteration 11Q (81311.440000 sec): 3 clusters
  Score: Raw -338925.640458 + Penalty 2719.674437 = -336205.966021
  nChanged 52
		SP:Iteration 12Q (81311.620000 sec): 3 clusters
  Score: Raw -338949.745850 + Penalty 2719.674437 = -336230.071412
  nChanged 52
		SP:Iteration 13Q (81311.800000 sec): 3 clusters
  Score: Raw -338971.000241 + Penalty 2719.674437 = -336251.325803
  nChanged 39
		SP:Iteration 14Q (81311.970000 sec): 3 clusters
  Score: Raw -338985.467071 + Penalty 2719.674437 = -336265.792634
  nChanged 40
		SP:Iteration 15Q (81312.150000 sec): 3 clusters
  Score: Raw -339003.270272 + Penalty 2719.674437 = -336283.595834
  nChanged 37
		SP:Iteration 16Q (81312.320000 sec): 3 clusters
  Score: Raw -339018.713057 + Penalty 2719.674437 = -336299.038619
  nChanged 43
		SP:Iteration 17Q (81312.500000 sec): 3 clusters
  Score: Raw -339035.327085 + Penalty 2719.674437 = -336315.652648
  nChanged 36
		SP:Iteration 18Q (81312.670000 sec): 3 clusters
  Score: Raw -339048.496514 + Penalty 2719.674437 = -336328.822076
  nChanged 36
		SP:Iteration 19Q (81312.820000 sec): 3 clusters
  Score: Raw -339059.458312 + Penalty 2719.674437 = -336339.783875
  nChanged 41
		SP:Iteration 20F (81312.910000 sec): 3 clusters
  Score: Raw -339072.971266 + Penalty 2719.674437 = -336353.296828
  nChanged 39
		SP:Iteration 21Q (81313.000000 sec): 3 clusters
  Score: Raw -339089.401992 + Penalty 2719.674437 = -336369.727554
  nChanged 40
		SP:Iteration 22Q (81313.080000 sec): 3 clusters
  Score: Raw -339109.535520 + Penalty 2719.674437 = -336389.861082
  nChanged 52
		SP:Iteration 23Q (81313.170000 sec): 3 clusters
  Score: Raw -339133.267067 + Penalty 2719.674437 = -336413.592630
  nChanged 42
		SP:Iteration 24Q (81313.250000 sec): 3 clusters
  Score: Raw -339149.830735 + Penalty 2719.674437 = -336430.156298
  nChanged 41
		SP:Iteration 25Q (81313.340000 sec): 3 clusters
  Score: Raw -339167.373549 + Penalty 2719.674437 = -336447.699112
  nChanged 39
		SP:Iteration 26Q (81313.420000 sec): 3 clusters
  Score: Raw -339183.345362 + Penalty 2719.674437 = -336463.670925
  nChanged 47
		SP:Iteration 27Q (81313.510000 sec): 3 clusters
  Score: Raw -339205.140219 + Penalty 2719.674437 = -336485.465782
  nChanged 49
		SP:Iteration 28Q (81313.590000 sec): 3 clusters
  Score: Raw -339228.025397 + Penalty 2719.674437 = -336508.350960
  nChanged 46
		SP:Iteration 29Q (81313.790000 sec): 3 clusters
  Score: Raw -339247.423317 + Penalty 2719.674437 = -336527.748880
  nChanged 53
		SP:Iteration 30Q (81313.960000 sec): 3 clusters
  Score: Raw -339273.334433 + Penalty 2719.674437 = -336553.659995
  nChanged 57
		SP:Iteration 31Q (81314.140000 sec): 3 clusters
  Score: Raw -339299.731851 + Penalty 2719.674437 = -336580.057414
  nChanged 40
		SP:Iteration 32Q (81314.320000 sec): 3 clusters
  Score: Raw -339318.386521 + Penalty 2719.674437 = -336598.712083
  nChanged 33
		SP:Iteration 33Q (81314.490000 sec): 3 clusters
  Score: Raw -339328.546449 + Penalty 2719.674437 = -336608.872012
  nChanged 21
		SP:Iteration 34Q (81314.670000 sec): 3 clusters
  Score: Raw -339336.364091 + Penalty 2719.674437 = -336616.689654
  nChanged 27
		SP:Iteration 35Q (81314.840000 sec): 3 clusters
  Score: Raw -339346.497675 + Penalty 2719.674437 = -336626.823238
  nChanged 27
		SP:Iteration 36Q (81315.040000 sec): 3 clusters
  Score: Raw -339357.371267 + Penalty 2719.674437 = -336637.696829
  nChanged 26
		SP:Iteration 37Q (81315.200000 sec): 3 clusters
  Score: Raw -339365.993103 + Penalty 2719.674437 = -336646.318666
  nChanged 29
		SP:Iteration 38Q (81315.370000 sec): 3 clusters
  Score: Raw -339373.507448 + Penalty 2719.674437 = -336653.833011
  nChanged 18
		SP:Iteration 39Q (81315.550000 sec): 3 clusters
  Score: Raw -339378.825529 + Penalty 2719.674437 = -336659.151092
  nChanged 15
		SP:Iteration 40F (81315.720000 sec): 3 clusters
  Score: Raw -339384.295828 + Penalty 2719.674437 = -336664.621390
  nChanged 19
		SP:Iteration 41Q (81315.900000 sec): 3 clusters
  Score: Raw -339390.204554 + Penalty 2719.674437 = -336670.530117
  nChanged 12
		SP:Iteration 42Q (81316.080000 sec): 3 clusters
  Score: Raw -339393.707048 + Penalty 2719.674437 = -336674.032610
  nChanged 9
		SP:Iteration 43Q (81316.250000 sec): 3 clusters
  Score: Raw -339396.721321 + Penalty 2719.674437 = -336677.046883
  nChanged 8
		SP:Iteration 44Q (81316.450000 sec): 3 clusters
  Score: Raw -339398.709412 + Penalty 2719.674437 = -336679.034975
  nChanged 6
		SP:Iteration 45Q (81316.600000 sec): 3 clusters
  Score: Raw -339400.705593 + Penalty 2719.674437 = -336681.031155
  nChanged 3
		SP:Iteration 46Q (81316.780000 sec): 3 clusters
  Score: Raw -339402.043106 + Penalty 2719.674437 = -336682.368668
  nChanged 8
		SP:Iteration 47Q (81316.950000 sec): 3 clusters
  Score: Raw -339404.780619 + Penalty 2719.674437 = -336685.106182
  nChanged 10
		SP:Iteration 48Q (81317.130000 sec): 3 clusters
  Score: Raw -339407.572659 + Penalty 2719.674437 = -336687.898222
  nChanged 10
		SP:Iteration 49Q (81317.300000 sec): 3 clusters
  Score: Raw -339410.391337 + Penalty 2719.674437 = -336690.716900
  nChanged 9
		SP:Iteration 50Q (81317.480000 sec): 3 clusters
  Score: Raw -339412.963875 + Penalty 2719.674437 = -336693.289438
  nChanged 5
		SP:Iteration 51Q (81317.680000 sec): 3 clusters
  Score: Raw -339414.786413 + Penalty 2719.674437 = -336695.111975
  nChanged 2
		SP:Iteration 52Q (81317.830000 sec): 3 clusters
  Score: Raw -339415.292815 + Penalty 2719.674437 = -336695.618377
  nChanged 4
		SP:Iteration 53Q (81318.010000 sec): 3 clusters
  Score: Raw -339416.349799 + Penalty 2719.674437 = -336696.675361
  nChanged 5
		SP:Iteration 54Q (81318.180000 sec): 3 clusters
  Score: Raw -339417.680544 + Penalty 2719.674437 = -336698.006106
  nChanged 6
		SP:Iteration 55Q (81318.360000 sec): 3 clusters
  Score: Raw -339419.650683 + Penalty 2719.674437 = -336699.976245
  nChanged 7
		SP:Iteration 56Q (81318.540000 sec): 3 clusters
  Score: Raw -339421.038469 + Penalty 2719.674437 = -336701.364032
  nChanged 4
		SP:Iteration 57Q (81318.710000 sec): 3 clusters
  Score: Raw -339422.564646 + Penalty 2719.674437 = -336702.890209
  nChanged 5
		SP:Iteration 58Q (81318.890000 sec): 3 clusters
  Score: Raw -339425.074256 + Penalty 2719.674437 = -336705.399819
  nChanged 11
		SP:Iteration 59Q (81319.060000 sec): 3 clusters
  Score: Raw -339427.892497 + Penalty 2719.674437 = -336708.218059
  nChanged 4
		SP:Iteration 60F (81319.240000 sec): 3 clusters
  Score: Raw -339428.820629 + Penalty 2719.674437 = -336709.146191
  nChanged 4
		SP:Iteration 61Q (81319.420000 sec): 3 clusters
  Score: Raw -339429.818428 + Penalty 2719.674437 = -336710.143990
  nChanged 5
		SP:Iteration 62Q (81319.590000 sec): 3 clusters
  Score: Raw -339431.537745 + Penalty 2719.674437 = -336711.863308
  nChanged 3
		SP:Iteration 63Q (81319.770000 sec): 3 clusters
  Score: Raw -339432.006612 + Penalty 2719.674437 = -336712.332175
  nChanged 0
		SP:Iteration 64F (81319.940000 sec): 3 clusters
  Score: Raw -339432.006612 + Penalty 2719.674437 = -336712.332175
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (7469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81320.130000 sec): 2 clusters
  Score: Raw -604798.604189 + Penalty 1449.258915 = -603349.345274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81320.290000 sec): 3 clusters
  Score: Raw -600684.717604 + Penalty 2898.517830 = -597786.199773
  nChanged 3182
		SP:Iteration 1F (81320.500000 sec): 3 clusters
  Score: Raw -602595.204269 + Penalty 2898.517830 = -599696.686439
  nChanged 671
		SP:Iteration 2F (81320.700000 sec): 3 clusters
  Score: Raw -603069.977837 + Penalty 2898.517830 = -600171.460007
  nChanged 592
		SP:Iteration 3F (81320.900000 sec): 3 clusters
  Score: Raw -603499.990445 + Penalty 2898.517830 = -600601.472615
  nChanged 514
		SP:Iteration 4F (81321.100000 sec): 3 clusters
  Score: Raw -603898.554793 + Penalty 2898.517830 = -601000.036963
  nChanged 429
		SP:Iteration 5F (81321.300000 sec): 3 clusters
  Score: Raw -604205.370150 + Penalty 2898.517830 = -601306.852320
  nChanged 317
		SP:Iteration 6Q (81321.510000 sec): 3 clusters
  Score: Raw -604411.540904 + Penalty 2898.517830 = -601513.023073
  nChanged 260
		SP:Iteration 7Q (81321.710000 sec): 3 clusters
  Score: Raw -604543.582825 + Penalty 2898.517830 = -601645.064995
  nChanged 176
		SP:Iteration 8Q (81321.910000 sec): 3 clusters
  Score: Raw -604636.868827 + Penalty 2898.517830 = -601738.350997
  nChanged 145
		SP:Iteration 9Q (81322.120000 sec): 3 clusters
  Score: Raw -604695.593939 + Penalty 2898.517830 = -601797.076109
  nChanged 103
		SP:Iteration 10Q (81322.300000 sec): 3 clusters
  Score: Raw -604731.688431 + Penalty 2898.517830 = -601833.170601
  nChanged 85
		SP:Iteration 11Q (81322.420000 sec): 3 clusters
  Score: Raw -604765.369038 + Penalty 2898.517830 = -601866.851208
  nChanged 79
		SP:Iteration 12Q (81322.540000 sec): 3 clusters
  Score: Raw -604792.943224 + Penalty 2898.517830 = -601894.425394
  nChanged 73
		SP:Iteration 13Q (81322.660000 sec): 3 clusters
  Score: Raw -604814.252490 + Penalty 2898.517830 = -601915.734660
  nChanged 59
		SP:Iteration 14Q (81322.770000 sec): 3 clusters
  Score: Raw -604833.549397 + Penalty 2898.517830 = -601935.031567
  nChanged 47
		SP:Iteration 15Q (81322.890000 sec): 3 clusters
  Score: Raw -604850.560843 + Penalty 2898.517830 = -601952.043013
  nChanged 42
		SP:Iteration 16Q (81323.090000 sec): 3 clusters
  Score: Raw -604867.786698 + Penalty 2898.517830 = -601969.268868
  nChanged 55
		SP:Iteration 17Q (81323.300000 sec): 3 clusters
  Score: Raw -604887.677978 + Penalty 2898.517830 = -601989.160148
  nChanged 40
		SP:Iteration 18Q (81323.470000 sec): 3 clusters
  Score: Raw -604902.940655 + Penalty 2898.517830 = -602004.422824
  nChanged 34
		SP:Iteration 19Q (81323.590000 sec): 3 clusters
  Score: Raw -604916.211412 + Penalty 2898.517830 = -602017.693582
  nChanged 42
		SP:Iteration 20F (81323.780000 sec): 3 clusters
  Score: Raw -604931.193353 + Penalty 2898.517830 = -602032.675523
  nChanged 42
		SP:Iteration 21Q (81323.980000 sec): 3 clusters
  Score: Raw -604946.243652 + Penalty 2898.517830 = -602047.725822
  nChanged 40
		SP:Iteration 22Q (81324.190000 sec): 3 clusters
  Score: Raw -604961.958763 + Penalty 2898.517830 = -602063.440933
  nChanged 34
		SP:Iteration 23Q (81324.390000 sec): 3 clusters
  Score: Raw -604976.778706 + Penalty 2898.517830 = -602078.260876
  nChanged 39
		SP:Iteration 24Q (81324.580000 sec): 3 clusters
  Score: Raw -604994.963108 + Penalty 2898.517830 = -602096.445278
  nChanged 37
		SP:Iteration 25Q (81324.780000 sec): 3 clusters
  Score: Raw -605009.640032 + Penalty 2898.517830 = -602111.122201
  nChanged 37
		SP:Iteration 26Q (81324.980000 sec): 3 clusters
  Score: Raw -605020.767684 + Penalty 2898.517830 = -602122.249854
  nChanged 30
		SP:Iteration 27Q (81325.180000 sec): 3 clusters
  Score: Raw -605032.715999 + Penalty 2898.517830 = -602134.198169
  nChanged 35
		SP:Iteration 28Q (81325.380000 sec): 3 clusters
  Score: Raw -605052.716775 + Penalty 2898.517830 = -602154.198945
  nChanged 38
		SP:Iteration 29Q (81325.580000 sec): 3 clusters
  Score: Raw -605067.938721 + Penalty 2898.517830 = -602169.420891
  nChanged 28
		SP:Iteration 30Q (81325.780000 sec): 3 clusters
  Score: Raw -605074.599521 + Penalty 2898.517830 = -602176.081691
  nChanged 17
		SP:Iteration 31Q (81325.970000 sec): 3 clusters
  Score: Raw -605078.995319 + Penalty 2898.517830 = -602180.477489
  nChanged 11
		SP:Iteration 32Q (81326.090000 sec): 3 clusters
  Score: Raw -605083.409517 + Penalty 2898.517830 = -602184.891687
  nChanged 13
		SP:Iteration 33Q (81326.210000 sec): 3 clusters
  Score: Raw -605087.948443 + Penalty 2898.517830 = -602189.430612
  nChanged 17
		SP:Iteration 34Q (81326.420000 sec): 3 clusters
  Score: Raw -605093.927223 + Penalty 2898.517830 = -602195.409393
  nChanged 16
		SP:Iteration 35Q (81326.620000 sec): 3 clusters
  Score: Raw -605099.756060 + Penalty 2898.517830 = -602201.238229
  nChanged 20
		SP:Iteration 36Q (81326.820000 sec): 3 clusters
  Score: Raw -605106.333487 + Penalty 2898.517830 = -602207.815657
  nChanged 21
		SP:Iteration 37Q (81327.020000 sec): 3 clusters
  Score: Raw -605116.175247 + Penalty 2898.517830 = -602217.657417
  nChanged 18
		SP:Iteration 38Q (81327.210000 sec): 3 clusters
  Score: Raw -605122.520140 + Penalty 2898.517830 = -602224.002309
  nChanged 22
		SP:Iteration 39Q (81327.410000 sec): 3 clusters
  Score: Raw -605132.846012 + Penalty 2898.517830 = -602234.328182
  nChanged 22
		SP:Iteration 40F (81327.610000 sec): 3 clusters
  Score: Raw -605142.482011 + Penalty 2898.517830 = -602243.964181
  nChanged 21
		SP:Iteration 41Q (81327.810000 sec): 3 clusters
  Score: Raw -605150.747327 + Penalty 2898.517830 = -602252.229497
  nChanged 15
		SP:Iteration 42Q (81328.010000 sec): 3 clusters
  Score: Raw -605154.927966 + Penalty 2898.517830 = -602256.410135
  nChanged 12
		SP:Iteration 43Q (81328.210000 sec): 3 clusters
  Score: Raw -605158.817874 + Penalty 2898.517830 = -602260.300044
  nChanged 12
		SP:Iteration 44Q (81328.400000 sec): 3 clusters
  Score: Raw -605162.099395 + Penalty 2898.517830 = -602263.581565
  nChanged 6
		SP:Iteration 45Q (81328.600000 sec): 3 clusters
  Score: Raw -605164.091441 + Penalty 2898.517830 = -602265.573611
  nChanged 9
		SP:Iteration 46Q (81328.800000 sec): 3 clusters
  Score: Raw -605166.866739 + Penalty 2898.517830 = -602268.348909
  nChanged 10
		SP:Iteration 47Q (81329.000000 sec): 3 clusters
  Score: Raw -605169.076143 + Penalty 2898.517830 = -602270.558312
  nChanged 12
		SP:Iteration 48Q (81329.200000 sec): 3 clusters
  Score: Raw -605172.993487 + Penalty 2898.517830 = -602274.475657
  nChanged 7
		SP:Iteration 49Q (81329.400000 sec): 3 clusters
  Score: Raw -605174.624771 + Penalty 2898.517830 = -602276.106941
  nChanged 4
		SP:Iteration 50Q (81329.610000 sec): 3 clusters
  Score: Raw -605175.977816 + Penalty 2898.517830 = -602277.459986
  nChanged 5
		SP:Iteration 51Q (81329.810000 sec): 3 clusters
  Score: Raw -605176.779889 + Penalty 2898.517830 = -602278.262059
  nChanged 3
		SP:Iteration 52Q (81330.010000 sec): 3 clusters
  Score: Raw -605177.600170 + Penalty 2898.517830 = -602279.082340
  nChanged 3
		SP:Iteration 53Q (81330.210000 sec): 3 clusters
  Score: Raw -605178.556961 + Penalty 2898.517830 = -602280.039131
  nChanged 4
		SP:Iteration 54Q (81330.410000 sec): 3 clusters
  Score: Raw -605180.127745 + Penalty 2898.517830 = -602281.609914
  nChanged 3
		SP:Iteration 55Q (81330.610000 sec): 3 clusters
  Score: Raw -605181.257862 + Penalty 2898.517830 = -602282.740032
  nChanged 4
		SP:Iteration 56Q (81330.800000 sec): 3 clusters
  Score: Raw -605182.562048 + Penalty 2898.517830 = -602284.044218
  nChanged 3
		SP:Iteration 57Q (81330.910000 sec): 3 clusters
  Score: Raw -605183.893476 + Penalty 2898.517830 = -602285.375646
  nChanged 3
		SP:Iteration 58Q (81331.020000 sec): 3 clusters
  Score: Raw -605184.488018 + Penalty 2898.517830 = -602285.970188
  nChanged 1
		SP:Iteration 59Q (81331.200000 sec): 3 clusters
  Score: Raw -605184.772622 + Penalty 2898.517830 = -602286.254792
  nChanged 0
		SP:Iteration 60F (81331.400000 sec): 3 clusters
  Score: Raw -605184.772622 + Penalty 2898.517830 = -602286.254792
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (11914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81331.530000 sec): 2 clusters
  Score: Raw -1025824.046201 + Penalty 1525.138787 = -1024298.907414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81331.800000 sec): 3 clusters
  Score: Raw -1019001.901189 + Penalty 3050.277574 = -1015951.623615
  nChanged 5192
		SP:Iteration 1F (81332.040000 sec): 3 clusters
  Score: Raw -1022042.604708 + Penalty 3050.277574 = -1018992.327134
  nChanged 973
		SP:Iteration 2F (81332.210000 sec): 3 clusters
  Score: Raw -1022772.240127 + Penalty 3050.277574 = -1019721.962553
  nChanged 961
		SP:Iteration 3F (81332.440000 sec): 3 clusters
  Score: Raw -1023495.434996 + Penalty 3050.277574 = -1020445.157422
  nChanged 846
		SP:Iteration 4F (81332.650000 sec): 3 clusters
  Score: Raw -1024136.155947 + Penalty 3050.277574 = -1021085.878373
  nChanged 733
		SP:Iteration 5F (81332.900000 sec): 3 clusters
  Score: Raw -1024682.024681 + Penalty 3050.277574 = -1021631.747107
  nChanged 578
		SP:Iteration 6Q (81333.120000 sec): 3 clusters
  Score: Raw -1025094.769818 + Penalty 3050.277574 = -1022044.492244
  nChanged 501
		SP:Iteration 7Q (81333.370000 sec): 3 clusters
  Score: Raw -1025406.058676 + Penalty 3050.277574 = -1022355.781102
  nChanged 408
		SP:Iteration 8Q (81333.620000 sec): 3 clusters
  Score: Raw -1025666.332424 + Penalty 3050.277574 = -1022616.054850
  nChanged 327
		SP:Iteration 9Q (81333.840000 sec): 3 clusters
  Score: Raw -1025842.486002 + Penalty 3050.277574 = -1022792.208428
  nChanged 289
		SP:Iteration 10Q (81334.130000 sec): 3 clusters
  Score: Raw -1025968.638957 + Penalty 3050.277574 = -1022918.361383
  nChanged 200
		SP:Iteration 11Q (81334.340000 sec): 3 clusters
  Score: Raw -1026056.304999 + Penalty 3050.277574 = -1023006.027425
  nChanged 181
		SP:Iteration 12Q (81334.600000 sec): 3 clusters
  Score: Raw -1026135.349529 + Penalty 3050.277574 = -1023085.071955
  nChanged 164
		SP:Iteration 13Q (81334.850000 sec): 3 clusters
  Score: Raw -1026214.061806 + Penalty 3050.277574 = -1023163.784232
  nChanged 176
		SP:Iteration 14Q (81335.110000 sec): 3 clusters
  Score: Raw -1026310.821933 + Penalty 3050.277574 = -1023260.544359
  nChanged 168
		SP:Iteration 15Q (81335.320000 sec): 3 clusters
  Score: Raw -1026400.946005 + Penalty 3050.277574 = -1023350.668431
  nChanged 141
		SP:Iteration 16Q (81335.570000 sec): 3 clusters
  Score: Raw -1026466.480522 + Penalty 3050.277574 = -1023416.202948
  nChanged 112
		SP:Iteration 17Q (81335.860000 sec): 3 clusters
  Score: Raw -1026512.244540 + Penalty 3050.277574 = -1023461.966966
  nChanged 107
		SP:Iteration 18Q (81336.070000 sec): 3 clusters
  Score: Raw -1026555.247605 + Penalty 3050.277574 = -1023504.970031
  nChanged 93
		SP:Iteration 19Q (81336.280000 sec): 3 clusters
  Score: Raw -1026589.185947 + Penalty 3050.277574 = -1023538.908373
  nChanged 73
		SP:Iteration 20F (81336.520000 sec): 3 clusters
  Score: Raw -1026613.319887 + Penalty 3050.277574 = -1023563.042313
  nChanged 71
		SP:Iteration 21Q (81336.780000 sec): 3 clusters
  Score: Raw -1026639.743933 + Penalty 3050.277574 = -1023589.466359
  nChanged 65
		SP:Iteration 22Q (81337.020000 sec): 3 clusters
  Score: Raw -1026663.359529 + Penalty 3050.277574 = -1023613.081955
  nChanged 60
		SP:Iteration 23Q (81337.280000 sec): 3 clusters
  Score: Raw -1026686.298801 + Penalty 3050.277574 = -1023636.021227
  nChanged 56
		SP:Iteration 24Q (81337.500000 sec): 3 clusters
  Score: Raw -1026701.750220 + Penalty 3050.277574 = -1023651.472646
  nChanged 41
		SP:Iteration 25Q (81337.750000 sec): 3 clusters
  Score: Raw -1026713.236764 + Penalty 3050.277574 = -1023662.959190
  nChanged 38
		SP:Iteration 26Q (81337.960000 sec): 3 clusters
  Score: Raw -1026723.678859 + Penalty 3050.277574 = -1023673.401285
  nChanged 40
		SP:Iteration 27Q (81338.170000 sec): 3 clusters
  Score: Raw -1026735.160685 + Penalty 3050.277574 = -1023684.883111
  nChanged 35
		SP:Iteration 28Q (81338.460000 sec): 3 clusters
  Score: Raw -1026744.240526 + Penalty 3050.277574 = -1023693.962952
  nChanged 28
		SP:Iteration 29Q (81338.670000 sec): 3 clusters
  Score: Raw -1026751.338743 + Penalty 3050.277574 = -1023701.061170
  nChanged 24
		SP:Iteration 30Q (81338.920000 sec): 3 clusters
  Score: Raw -1026757.478134 + Penalty 3050.277574 = -1023707.200560
  nChanged 22
		SP:Iteration 31Q (81339.170000 sec): 3 clusters
  Score: Raw -1026762.102861 + Penalty 3050.277574 = -1023711.825287
  nChanged 15
		SP:Iteration 32Q (81339.470000 sec): 3 clusters
  Score: Raw -1026764.906707 + Penalty 3050.277574 = -1023714.629133
  nChanged 11
		SP:Iteration 33Q (81339.680000 sec): 3 clusters
  Score: Raw -1026766.370790 + Penalty 3050.277574 = -1023716.093216
  nChanged 7
		SP:Iteration 34Q (81339.880000 sec): 3 clusters
  Score: Raw -1026767.480393 + Penalty 3050.277574 = -1023717.202819
  nChanged 7
		SP:Iteration 35Q (81340.090000 sec): 3 clusters
  Score: Raw -1026769.126429 + Penalty 3050.277574 = -1023718.848856
  nChanged 3
		SP:Iteration 36Q (81340.330000 sec): 3 clusters
  Score: Raw -1026769.721269 + Penalty 3050.277574 = -1023719.443695
  nChanged 4
		SP:Iteration 37Q (81340.520000 sec): 3 clusters
  Score: Raw -1026770.635348 + Penalty 3050.277574 = -1023720.357774
  nChanged 4
		SP:Iteration 38Q (81340.820000 sec): 3 clusters
  Score: Raw -1026772.591646 + Penalty 3050.277574 = -1023722.314072
  nChanged 8
		SP:Iteration 39Q (81340.990000 sec): 3 clusters
  Score: Raw -1026775.082619 + Penalty 3050.277574 = -1023724.805045
  nChanged 7
		SP:Iteration 40F (81341.210000 sec): 3 clusters
  Score: Raw -1026777.172340 + Penalty 3050.277574 = -1023726.894766
  nChanged 8
		SP:Iteration 41Q (81341.390000 sec): 3 clusters
  Score: Raw -1026779.271606 + Penalty 3050.277574 = -1023728.994032
  nChanged 11
		SP:Iteration 42Q (81341.650000 sec): 3 clusters
  Score: Raw -1026782.173955 + Penalty 3050.277574 = -1023731.896381
  nChanged 10
		SP:Iteration 43Q (81341.800000 sec): 3 clusters
  Score: Raw -1026784.845293 + Penalty 3050.277574 = -1023734.567719
  nChanged 2
		SP:Iteration 44Q (81342.050000 sec): 3 clusters
  Score: Raw -1026785.830713 + Penalty 3050.277574 = -1023735.553139
  nChanged 4
		SP:Iteration 45Q (81342.310000 sec): 3 clusters
  Score: Raw -1026786.547423 + Penalty 3050.277574 = -1023736.269849
  nChanged 1
		SP:Iteration 46Q (81342.480000 sec): 3 clusters
  Score: Raw -1026786.678003 + Penalty 3050.277574 = -1023736.400429
  nChanged 1
		SP:Iteration 47Q (81342.650000 sec): 3 clusters
  Score: Raw -1026786.784849 + Penalty 3050.277574 = -1023736.507275
  nChanged 1
		SP:Iteration 48Q (81342.960000 sec): 3 clusters
  Score: Raw -1026786.899984 + Penalty 3050.277574 = -1023736.622410
  nChanged 1
		SP:Iteration 49Q (81343.130000 sec): 3 clusters
  Score: Raw -1026787.090081 + Penalty 3050.277574 = -1023736.812507
  nChanged 0
		SP:Iteration 50F (81343.380000 sec): 3 clusters
  Score: Raw -1026787.090081 + Penalty 3050.277574 = -1023736.812507
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (5111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81343.470000 sec): 2 clusters
  Score: Raw -489885.801446 + Penalty 1387.611933 = -488498.189513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81343.650000 sec): 3 clusters
  Score: Raw -487229.530358 + Penalty 2775.223867 = -484454.306492
  nChanged 2057
		SP:Iteration 1F (81343.820000 sec): 3 clusters
  Score: Raw -488336.630422 + Penalty 2775.223867 = -485561.406555
  nChanged 360
		SP:Iteration 2F (81343.990000 sec): 3 clusters
  Score: Raw -488542.786195 + Penalty 2775.223867 = -485767.562329
  nChanged 281
		SP:Iteration 3F (81344.170000 sec): 3 clusters
  Score: Raw -488709.274842 + Penalty 2775.223867 = -485934.050976
  nChanged 247
		SP:Iteration 4Q (81344.350000 sec): 3 clusters
  Score: Raw -488858.910392 + Penalty 2775.223867 = -486083.686525
  nChanged 229
		SP:Iteration 5Q (81344.520000 sec): 3 clusters
  Score: Raw -488977.967954 + Penalty 2775.223867 = -486202.744088
  nChanged 186
		SP:Iteration 6Q (81344.690000 sec): 3 clusters
  Score: Raw -489081.583052 + Penalty 2775.223867 = -486306.359186
  nChanged 191
		SP:Iteration 7Q (81344.870000 sec): 3 clusters
  Score: Raw -489198.098285 + Penalty 2775.223867 = -486422.874418
  nChanged 177
		SP:Iteration 8Q (81345.050000 sec): 3 clusters
  Score: Raw -489311.782720 + Penalty 2775.223867 = -486536.558853
  nChanged 164
		SP:Iteration 9Q (81345.220000 sec): 3 clusters
  Score: Raw -489424.988818 + Penalty 2775.223867 = -486649.764951
  nChanged 155
		SP:Iteration 10Q (81345.390000 sec): 3 clusters
  Score: Raw -489524.380693 + Penalty 2775.223867 = -486749.156826
  nChanged 139
		SP:Iteration 11Q (81345.570000 sec): 3 clusters
  Score: Raw -489609.987939 + Penalty 2775.223867 = -486834.764072
  nChanged 119
		SP:Iteration 12Q (81345.670000 sec): 3 clusters
  Score: Raw -489679.094303 + Penalty 2775.223867 = -486903.870437
  nChanged 96
		SP:Iteration 13Q (81345.760000 sec): 3 clusters
  Score: Raw -489737.838564 + Penalty 2775.223867 = -486962.614698
  nChanged 75
		SP:Iteration 14Q (81345.850000 sec): 3 clusters
  Score: Raw -489791.884145 + Penalty 2775.223867 = -487016.660278
  nChanged 65
		SP:Iteration 15Q (81345.950000 sec): 3 clusters
  Score: Raw -489834.969509 + Penalty 2775.223867 = -487059.745642
  nChanged 54
		SP:Iteration 16Q (81346.040000 sec): 3 clusters
  Score: Raw -489864.718048 + Penalty 2775.223867 = -487089.494181
  nChanged 45
		SP:Iteration 17Q (81346.130000 sec): 3 clusters
  Score: Raw -489885.780447 + Penalty 2775.223867 = -487110.556580
  nChanged 35
		SP:Iteration 18Q (81346.230000 sec): 3 clusters
  Score: Raw -489907.390325 + Penalty 2775.223867 = -487132.166458
  nChanged 37
		SP:Iteration 19Q (81346.320000 sec): 3 clusters
  Score: Raw -489928.788036 + Penalty 2775.223867 = -487153.564169
  nChanged 43
		SP:Iteration 20F (81346.410000 sec): 3 clusters
  Score: Raw -489951.653450 + Penalty 2775.223867 = -487176.429583
  nChanged 43
		SP:Iteration 21Q (81346.510000 sec): 3 clusters
  Score: Raw -489974.851723 + Penalty 2775.223867 = -487199.627856
  nChanged 32
		SP:Iteration 22Q (81346.600000 sec): 3 clusters
  Score: Raw -489993.248290 + Penalty 2775.223867 = -487218.024423
  nChanged 27
		SP:Iteration 23Q (81346.690000 sec): 3 clusters
  Score: Raw -490007.230275 + Penalty 2775.223867 = -487232.006408
  nChanged 22
		SP:Iteration 24Q (81346.900000 sec): 3 clusters
  Score: Raw -490019.932923 + Penalty 2775.223867 = -487244.709056
  nChanged 24
		SP:Iteration 25Q (81347.120000 sec): 3 clusters
  Score: Raw -490033.730640 + Penalty 2775.223867 = -487258.506774
  nChanged 32
		SP:Iteration 26Q (81347.300000 sec): 3 clusters
  Score: Raw -490052.167057 + Penalty 2775.223867 = -487276.943190
  nChanged 27
		SP:Iteration 27Q (81347.440000 sec): 3 clusters
  Score: Raw -490069.104735 + Penalty 2775.223867 = -487293.880869
  nChanged 31
		SP:Iteration 28Q (81347.610000 sec): 3 clusters
  Score: Raw -490090.990178 + Penalty 2775.223867 = -487315.766312
  nChanged 30
		SP:Iteration 29Q (81347.790000 sec): 3 clusters
  Score: Raw -490109.404417 + Penalty 2775.223867 = -487334.180551
  nChanged 19
		SP:Iteration 30Q (81347.970000 sec): 3 clusters
  Score: Raw -490122.714110 + Penalty 2775.223867 = -487347.490244
  nChanged 15
		SP:Iteration 31Q (81348.140000 sec): 3 clusters
  Score: Raw -490131.422415 + Penalty 2775.223867 = -487356.198549
  nChanged 14
		SP:Iteration 32Q (81348.310000 sec): 3 clusters
  Score: Raw -490140.643034 + Penalty 2775.223867 = -487365.419167
  nChanged 23
		SP:Iteration 33Q (81348.510000 sec): 3 clusters
  Score: Raw -490157.144793 + Penalty 2775.223867 = -487381.920927
  nChanged 17
		SP:Iteration 34Q (81348.710000 sec): 3 clusters
  Score: Raw -490170.620015 + Penalty 2775.223867 = -487395.396148
  nChanged 15
		SP:Iteration 35Q (81348.880000 sec): 3 clusters
  Score: Raw -490180.887950 + Penalty 2775.223867 = -487405.664084
  nChanged 19
		SP:Iteration 36Q (81349.050000 sec): 3 clusters
  Score: Raw -490196.309611 + Penalty 2775.223867 = -487421.085745
  nChanged 19
		SP:Iteration 37Q (81349.230000 sec): 3 clusters
  Score: Raw -490208.342852 + Penalty 2775.223867 = -487433.118985
  nChanged 13
		SP:Iteration 38Q (81349.410000 sec): 3 clusters
  Score: Raw -490215.181675 + Penalty 2775.223867 = -487439.957808
  nChanged 10
		SP:Iteration 39Q (81349.580000 sec): 3 clusters
  Score: Raw -490220.981465 + Penalty 2775.223867 = -487445.757598
  nChanged 4
		SP:Iteration 40F (81349.750000 sec): 3 clusters
  Score: Raw -490223.755429 + Penalty 2775.223867 = -487448.531563
  nChanged 4
		SP:Iteration 41Q (81349.930000 sec): 3 clusters
  Score: Raw -490225.355628 + Penalty 2775.223867 = -487450.131761
  nChanged 1
		SP:Iteration 42Q (81350.110000 sec): 3 clusters
  Score: Raw -490225.835994 + Penalty 2775.223867 = -487450.612128
  nChanged 1
		SP:Iteration 43Q (81350.280000 sec): 3 clusters
  Score: Raw -490226.057774 + Penalty 2775.223867 = -487450.833908
  nChanged 0
		SP:Iteration 44F (81350.450000 sec): 3 clusters
  Score: Raw -490226.057774 + Penalty 2775.223867 = -487450.833908
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (8633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81350.550000 sec): 2 clusters
  Score: Raw -818188.700710 + Penalty 1472.793944 = -816715.906766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81350.790000 sec): 3 clusters
  Score: Raw -813377.619561 + Penalty 2945.587888 = -810432.031673
  nChanged 3685
		SP:Iteration 1F (81350.960000 sec): 3 clusters
  Score: Raw -815345.005091 + Penalty 2945.587888 = -812399.417203
  nChanged 537
		SP:Iteration 2F (81351.190000 sec): 3 clusters
  Score: Raw -815582.765478 + Penalty 2945.587888 = -812637.177590
  nChanged 442
		SP:Iteration 3F (81351.310000 sec): 3 clusters
  Score: Raw -815758.947571 + Penalty 2945.587888 = -812813.359683
  nChanged 371
		SP:Iteration 4Q (81351.450000 sec): 3 clusters
  Score: Raw -815909.661951 + Penalty 2945.587888 = -812964.074063
  nChanged 330
		SP:Iteration 5Q (81351.590000 sec): 3 clusters
  Score: Raw -816047.835540 + Penalty 2945.587888 = -813102.247652
  nChanged 331
		SP:Iteration 6Q (81351.740000 sec): 3 clusters
  Score: Raw -816192.391495 + Penalty 2945.587888 = -813246.803607
  nChanged 294
		SP:Iteration 7Q (81351.960000 sec): 3 clusters
  Score: Raw -816313.840629 + Penalty 2945.587888 = -813368.252740
  nChanged 300
		SP:Iteration 8Q (81352.150000 sec): 3 clusters
  Score: Raw -816431.937279 + Penalty 2945.587888 = -813486.349391
  nChanged 263
		SP:Iteration 9Q (81352.340000 sec): 3 clusters
  Score: Raw -816522.276720 + Penalty 2945.587888 = -813576.688832
  nChanged 222
		SP:Iteration 10Q (81352.530000 sec): 3 clusters
  Score: Raw -816598.861802 + Penalty 2945.587888 = -813653.273914
  nChanged 199
		SP:Iteration 11Q (81352.740000 sec): 3 clusters
  Score: Raw -816668.007674 + Penalty 2945.587888 = -813722.419786
  nChanged 198
		SP:Iteration 12Q (81352.960000 sec): 3 clusters
  Score: Raw -816738.139534 + Penalty 2945.587888 = -813792.551646
  nChanged 201
		SP:Iteration 13Q (81353.150000 sec): 3 clusters
  Score: Raw -816811.248155 + Penalty 2945.587888 = -813865.660267
  nChanged 210
		SP:Iteration 14Q (81353.350000 sec): 3 clusters
  Score: Raw -816887.621442 + Penalty 2945.587888 = -813942.033554
  nChanged 181
		SP:Iteration 15Q (81353.540000 sec): 3 clusters
  Score: Raw -816952.255250 + Penalty 2945.587888 = -814006.667362
  nChanged 167
		SP:Iteration 16Q (81353.740000 sec): 3 clusters
  Score: Raw -817004.413896 + Penalty 2945.587888 = -814058.826008
  nChanged 149
		SP:Iteration 17Q (81353.930000 sec): 3 clusters
  Score: Raw -817052.539377 + Penalty 2945.587888 = -814106.951489
  nChanged 148
		SP:Iteration 18Q (81354.130000 sec): 3 clusters
  Score: Raw -817103.987253 + Penalty 2945.587888 = -814158.399365
  nChanged 137
		SP:Iteration 19Q (81354.330000 sec): 3 clusters
  Score: Raw -817152.743438 + Penalty 2945.587888 = -814207.155550
  nChanged 142
		SP:Iteration 20F (81354.520000 sec): 3 clusters
  Score: Raw -817210.664088 + Penalty 2945.587888 = -814265.076200
  nChanged 151
		SP:Iteration 21Q (81354.710000 sec): 3 clusters
  Score: Raw -817273.127346 + Penalty 2945.587888 = -814327.539458
  nChanged 146
		SP:Iteration 22Q (81354.910000 sec): 3 clusters
  Score: Raw -817342.884526 + Penalty 2945.587888 = -814397.296638
  nChanged 164
		SP:Iteration 23Q (81355.100000 sec): 3 clusters
  Score: Raw -817419.173742 + Penalty 2945.587888 = -814473.585854
  nChanged 160
		SP:Iteration 24Q (81355.300000 sec): 3 clusters
  Score: Raw -817496.973817 + Penalty 2945.587888 = -814551.385929
  nChanged 151
		SP:Iteration 25Q (81355.500000 sec): 3 clusters
  Score: Raw -817579.621250 + Penalty 2945.587888 = -814634.033361
  nChanged 145
		SP:Iteration 26Q (81355.690000 sec): 3 clusters
  Score: Raw -817678.874941 + Penalty 2945.587888 = -814733.287053
  nChanged 139
		SP:Iteration 27Q (81355.890000 sec): 3 clusters
  Score: Raw -817779.636296 + Penalty 2945.587888 = -814834.048407
  nChanged 131
		SP:Iteration 28Q (81356.090000 sec): 3 clusters
  Score: Raw -817876.591670 + Penalty 2945.587888 = -814931.003782
  nChanged 112
		SP:Iteration 29Q (81356.280000 sec): 3 clusters
  Score: Raw -817954.764459 + Penalty 2945.587888 = -815009.176571
  nChanged 104
		SP:Iteration 30Q (81356.470000 sec): 3 clusters
  Score: Raw -818036.238316 + Penalty 2945.587888 = -815090.650428
  nChanged 96
		SP:Iteration 31Q (81356.670000 sec): 3 clusters
  Score: Raw -818101.021073 + Penalty 2945.587888 = -815155.433185
  nChanged 89
		SP:Iteration 32Q (81356.860000 sec): 3 clusters
  Score: Raw -818163.286005 + Penalty 2945.587888 = -815217.698116
  nChanged 76
		SP:Iteration 33Q (81357.060000 sec): 3 clusters
  Score: Raw -818216.036439 + Penalty 2945.587888 = -815270.448550
  nChanged 67
		SP:Iteration 34Q (81357.250000 sec): 3 clusters
  Score: Raw -818258.125185 + Penalty 2945.587888 = -815312.537297
  nChanged 54
		SP:Iteration 35Q (81357.450000 sec): 3 clusters
  Score: Raw -818290.251618 + Penalty 2945.587888 = -815344.663730
  nChanged 38
		SP:Iteration 36Q (81357.640000 sec): 3 clusters
  Score: Raw -818314.346226 + Penalty 2945.587888 = -815368.758338
  nChanged 36
		SP:Iteration 37Q (81357.840000 sec): 3 clusters
  Score: Raw -818337.939430 + Penalty 2945.587888 = -815392.351542
  nChanged 35
		SP:Iteration 38Q (81358.030000 sec): 3 clusters
  Score: Raw -818359.471226 + Penalty 2945.587888 = -815413.883338
  nChanged 24
		SP:Iteration 39Q (81358.150000 sec): 3 clusters
  Score: Raw -818374.377856 + Penalty 2945.587888 = -815428.789967
  nChanged 11
		SP:Iteration 40F (81358.290000 sec): 3 clusters
  Score: Raw -818380.472308 + Penalty 2945.587888 = -815434.884420
  nChanged 9
		SP:Iteration 41Q (81358.430000 sec): 3 clusters
  Score: Raw -818385.331933 + Penalty 2945.587888 = -815439.744045
  nChanged 6
		SP:Iteration 42Q (81358.660000 sec): 3 clusters
  Score: Raw -818388.033481 + Penalty 2945.587888 = -815442.445593
  nChanged 4
		SP:Iteration 43Q (81358.850000 sec): 3 clusters
  Score: Raw -818389.648650 + Penalty 2945.587888 = -815444.060762
  nChanged 7
		SP:Iteration 44Q (81359.050000 sec): 3 clusters
  Score: Raw -818393.847837 + Penalty 2945.587888 = -815448.259949
  nChanged 8
		SP:Iteration 45Q (81359.250000 sec): 3 clusters
  Score: Raw -818398.347481 + Penalty 2945.587888 = -815452.759593
  nChanged 5
		SP:Iteration 46Q (81359.430000 sec): 3 clusters
  Score: Raw -818400.542371 + Penalty 2945.587888 = -815454.954483
  nChanged 3
		SP:Iteration 47Q (81359.630000 sec): 3 clusters
  Score: Raw -818401.738537 + Penalty 2945.587888 = -815456.150649
  nChanged 3
		SP:Iteration 48Q (81359.830000 sec): 3 clusters
  Score: Raw -818402.734036 + Penalty 2945.587888 = -815457.146148
  nChanged 1
		SP:Iteration 49Q (81360.010000 sec): 3 clusters
  Score: Raw -818403.147151 + Penalty 2945.587888 = -815457.559263
  nChanged 1
		SP:Iteration 50Q (81360.210000 sec): 3 clusters
  Score: Raw -818403.680594 + Penalty 2945.587888 = -815458.092706
  nChanged 3
		SP:Iteration 51Q (81360.410000 sec): 3 clusters
  Score: Raw -818404.922006 + Penalty 2945.587888 = -815459.334118
  nChanged 2
		SP:Iteration 52Q (81360.600000 sec): 3 clusters
  Score: Raw -818405.889535 + Penalty 2945.587888 = -815460.301647
  nChanged 2
		SP:Iteration 53Q (81360.800000 sec): 3 clusters
  Score: Raw -818406.541418 + Penalty 2945.587888 = -815460.953530
  nChanged 1
		SP:Iteration 54Q (81360.990000 sec): 3 clusters
  Score: Raw -818407.067645 + Penalty 2945.587888 = -815461.479757
  nChanged 4
		SP:Iteration 55Q (81361.180000 sec): 3 clusters
  Score: Raw -818409.263841 + Penalty 2945.587888 = -815463.675952
  nChanged 2
		SP:Iteration 56Q (81361.420000 sec): 3 clusters
  Score: Raw -818410.723704 + Penalty 2945.587888 = -815465.135816
  nChanged 4
		SP:Iteration 57Q (81361.570000 sec): 3 clusters
  Score: Raw -818411.959623 + Penalty 2945.587888 = -815466.371735
  nChanged 1
		SP:Iteration 58Q (81361.760000 sec): 3 clusters
  Score: Raw -818412.536276 + Penalty 2945.587888 = -815466.948387
  nChanged 1
		SP:Iteration 59Q (81361.950000 sec): 3 clusters
  Score: Raw -818412.857955 + Penalty 2945.587888 = -815467.270067
  nChanged 0
		SP:Iteration 60F (81362.140000 sec): 3 clusters
  Score: Raw -818412.857955 + Penalty 2945.587888 = -815467.270067
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (3900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81362.260000 sec): 2 clusters
  Score: Raw -261283.679046 + Penalty 1343.668923 = -259940.010123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81362.440000 sec): 3 clusters
  Score: Raw -259450.023313 + Penalty 2687.337845 = -256762.685467
  nChanged 1584
		SP:Iteration 1F (81362.610000 sec): 3 clusters
  Score: Raw -260655.532684 + Penalty 2687.337845 = -257968.194838
  nChanged 343
		SP:Iteration 2F (81362.790000 sec): 3 clusters
  Score: Raw -260957.024562 + Penalty 2687.337845 = -258269.686717
  nChanged 261
		SP:Iteration 3F (81362.960000 sec): 3 clusters
  Score: Raw -261173.112338 + Penalty 2687.337845 = -258485.774493
  nChanged 207
		SP:Iteration 4F (81363.140000 sec): 3 clusters
  Score: Raw -261326.245635 + Penalty 2687.337845 = -258638.907790
  nChanged 157
		SP:Iteration 5Q (81363.320000 sec): 3 clusters
  Score: Raw -261452.477818 + Penalty 2687.337845 = -258765.139973
  nChanged 135
		SP:Iteration 6Q (81363.490000 sec): 3 clusters
  Score: Raw -261536.296823 + Penalty 2687.337845 = -258848.958978
  nChanged 106
		SP:Iteration 7Q (81363.670000 sec): 3 clusters
  Score: Raw -261593.597214 + Penalty 2687.337845 = -258906.259369
  nChanged 74
		SP:Iteration 8Q (81363.840000 sec): 3 clusters
  Score: Raw -261626.443262 + Penalty 2687.337845 = -258939.105417
  nChanged 57
		SP:Iteration 9Q (81364.020000 sec): 3 clusters
  Score: Raw -261656.745291 + Penalty 2687.337845 = -258969.407446
  nChanged 65
		SP:Iteration 10Q (81364.200000 sec): 3 clusters
  Score: Raw -261697.366126 + Penalty 2687.337845 = -259010.028281
  nChanged 62
		SP:Iteration 11Q (81364.370000 sec): 3 clusters
  Score: Raw -261727.667271 + Penalty 2687.337845 = -259040.329426
  nChanged 55
		SP:Iteration 12Q (81364.550000 sec): 3 clusters
  Score: Raw -261759.430215 + Penalty 2687.337845 = -259072.092370
  nChanged 46
		SP:Iteration 13Q (81364.720000 sec): 3 clusters
  Score: Raw -261783.756159 + Penalty 2687.337845 = -259096.418313
  nChanged 42
		SP:Iteration 14Q (81364.900000 sec): 3 clusters
  Score: Raw -261806.051389 + Penalty 2687.337845 = -259118.713544
  nChanged 40
		SP:Iteration 15Q (81365.080000 sec): 3 clusters
  Score: Raw -261824.141907 + Penalty 2687.337845 = -259136.804062
  nChanged 30
		SP:Iteration 16Q (81365.250000 sec): 3 clusters
  Score: Raw -261841.448466 + Penalty 2687.337845 = -259154.110621
  nChanged 39
		SP:Iteration 17Q (81365.430000 sec): 3 clusters
  Score: Raw -261896.327509 + Penalty 2687.337845 = -259208.989663
  nChanged 50
		SP:Iteration 18Q (81365.600000 sec): 3 clusters
  Score: Raw -261945.878750 + Penalty 2687.337845 = -259258.540904
  nChanged 45
		SP:Iteration 19Q (81365.780000 sec): 3 clusters
  Score: Raw -261971.139703 + Penalty 2687.337845 = -259283.801858
  nChanged 36
		SP:Iteration 20F (81365.960000 sec): 3 clusters
  Score: Raw -261987.756086 + Penalty 2687.337845 = -259300.418241
  nChanged 25
		SP:Iteration 21Q (81366.130000 sec): 3 clusters
  Score: Raw -262007.838897 + Penalty 2687.337845 = -259320.501051
  nChanged 22
		SP:Iteration 22Q (81366.310000 sec): 3 clusters
  Score: Raw -262021.569214 + Penalty 2687.337845 = -259334.231369
  nChanged 34
		SP:Iteration 23Q (81366.480000 sec): 3 clusters
  Score: Raw -262038.791032 + Penalty 2687.337845 = -259351.453186
  nChanged 38
		SP:Iteration 24Q (81366.660000 sec): 3 clusters
  Score: Raw -262055.334799 + Penalty 2687.337845 = -259367.996953
  nChanged 29
		SP:Iteration 25Q (81366.840000 sec): 3 clusters
  Score: Raw -262066.294070 + Penalty 2687.337845 = -259378.956225
  nChanged 27
		SP:Iteration 26Q (81367.010000 sec): 3 clusters
  Score: Raw -262078.795746 + Penalty 2687.337845 = -259391.457901
  nChanged 27
		SP:Iteration 27Q (81367.190000 sec): 3 clusters
  Score: Raw -262087.430953 + Penalty 2687.337845 = -259400.093108
  nChanged 20
		SP:Iteration 28Q (81367.360000 sec): 3 clusters
  Score: Raw -262096.325757 + Penalty 2687.337845 = -259408.987912
  nChanged 19
		SP:Iteration 29Q (81367.540000 sec): 3 clusters
  Score: Raw -262104.140821 + Penalty 2687.337845 = -259416.802975
  nChanged 23
		SP:Iteration 30Q (81367.710000 sec): 3 clusters
  Score: Raw -262111.279134 + Penalty 2687.337845 = -259423.941288
  nChanged 11
		SP:Iteration 31Q (81367.890000 sec): 3 clusters
  Score: Raw -262115.769605 + Penalty 2687.337845 = -259428.431760
  nChanged 14
		SP:Iteration 32Q (81368.060000 sec): 3 clusters
  Score: Raw -262119.759847 + Penalty 2687.337845 = -259432.422002
  nChanged 12
		SP:Iteration 33Q (81368.240000 sec): 3 clusters
  Score: Raw -262124.492607 + Penalty 2687.337845 = -259437.154762
  nChanged 10
		SP:Iteration 34Q (81368.420000 sec): 3 clusters
  Score: Raw -262128.151961 + Penalty 2687.337845 = -259440.814115
  nChanged 9
		SP:Iteration 35Q (81368.590000 sec): 3 clusters
  Score: Raw -262130.015826 + Penalty 2687.337845 = -259442.677980
  nChanged 3
		SP:Iteration 36Q (81368.770000 sec): 3 clusters
  Score: Raw -262131.020533 + Penalty 2687.337845 = -259443.682687
  nChanged 5
		SP:Iteration 37Q (81368.940000 sec): 3 clusters
  Score: Raw -262132.254034 + Penalty 2687.337845 = -259444.916189
  nChanged 3
		SP:Iteration 38Q (81369.120000 sec): 3 clusters
  Score: Raw -262132.843028 + Penalty 2687.337845 = -259445.505182
  nChanged 5
		SP:Iteration 39Q (81369.300000 sec): 3 clusters
  Score: Raw -262134.729334 + Penalty 2687.337845 = -259447.391489
  nChanged 7
		SP:Iteration 40F (81369.470000 sec): 3 clusters
  Score: Raw -262136.973753 + Penalty 2687.337845 = -259449.635908
  nChanged 9
		SP:Iteration 41Q (81369.650000 sec): 3 clusters
  Score: Raw -262138.921989 + Penalty 2687.337845 = -259451.584144
  nChanged 9
		SP:Iteration 42Q (81369.820000 sec): 3 clusters
  Score: Raw -262141.218561 + Penalty 2687.337845 = -259453.880715
  nChanged 7
		SP:Iteration 43Q (81370.000000 sec): 3 clusters
  Score: Raw -262142.978822 + Penalty 2687.337845 = -259455.640977
  nChanged 4
		SP:Iteration 44Q (81370.180000 sec): 3 clusters
  Score: Raw -262143.881052 + Penalty 2687.337845 = -259456.543207
  nChanged 5
		SP:Iteration 45Q (81370.350000 sec): 3 clusters
  Score: Raw -262145.543961 + Penalty 2687.337845 = -259458.206116
  nChanged 7
		SP:Iteration 46Q (81370.530000 sec): 3 clusters
  Score: Raw -262147.691926 + Penalty 2687.337845 = -259460.354080
  nChanged 10
		SP:Iteration 47Q (81370.700000 sec): 3 clusters
  Score: Raw -262149.872724 + Penalty 2687.337845 = -259462.534879
  nChanged 8
		SP:Iteration 48Q (81370.880000 sec): 3 clusters
  Score: Raw -262152.862134 + Penalty 2687.337845 = -259465.524289
  nChanged 13
		SP:Iteration 49Q (81371.060000 sec): 3 clusters
  Score: Raw -262159.541806 + Penalty 2687.337845 = -259472.203960
  nChanged 17
		SP:Iteration 50Q (81371.230000 sec): 3 clusters
  Score: Raw -262166.542663 + Penalty 2687.337845 = -259479.204817
  nChanged 19
		SP:Iteration 51Q (81371.410000 sec): 3 clusters
  Score: Raw -262176.652205 + Penalty 2687.337845 = -259489.314360
  nChanged 28
		SP:Iteration 52Q (81371.580000 sec): 3 clusters
  Score: Raw -262193.389108 + Penalty 2687.337845 = -259506.051263
  nChanged 32
		SP:Iteration 53Q (81371.760000 sec): 3 clusters
  Score: Raw -262213.840418 + Penalty 2687.337845 = -259526.502573
  nChanged 31
		SP:Iteration 54Q (81371.930000 sec): 3 clusters
  Score: Raw -262232.120698 + Penalty 2687.337845 = -259544.782853
  nChanged 31
		SP:Iteration 55Q (81372.130000 sec): 3 clusters
  Score: Raw -262248.318413 + Penalty 2687.337845 = -259560.980567
  nChanged 33
		SP:Iteration 56Q (81372.210000 sec): 3 clusters
  Score: Raw -262261.269031 + Penalty 2687.337845 = -259573.931185
  nChanged 24
		SP:Iteration 57Q (81372.280000 sec): 3 clusters
  Score: Raw -262271.625863 + Penalty 2687.337845 = -259584.288018
  nChanged 22
		SP:Iteration 58Q (81372.360000 sec): 3 clusters
  Score: Raw -262281.726077 + Penalty 2687.337845 = -259594.388231
  nChanged 25
		SP:Iteration 59Q (81372.440000 sec): 3 clusters
  Score: Raw -262291.669433 + Penalty 2687.337845 = -259604.331587
  nChanged 17
		SP:Iteration 60F (81372.510000 sec): 3 clusters
  Score: Raw -262300.849585 + Penalty 2687.337845 = -259613.511740
  nChanged 19
		SP:Iteration 61Q (81372.690000 sec): 3 clusters
  Score: Raw -262310.551068 + Penalty 2687.337845 = -259623.213222
  nChanged 18
		SP:Iteration 62Q (81372.860000 sec): 3 clusters
  Score: Raw -262316.461946 + Penalty 2687.337845 = -259629.124100
  nChanged 11
		SP:Iteration 63Q (81373.040000 sec): 3 clusters
  Score: Raw -262320.230478 + Penalty 2687.337845 = -259632.892632
  nChanged 9
		SP:Iteration 64Q (81373.220000 sec): 3 clusters
  Score: Raw -262323.724249 + Penalty 2687.337845 = -259636.386403
  nChanged 12
		SP:Iteration 65Q (81373.390000 sec): 3 clusters
  Score: Raw -262328.148825 + Penalty 2687.337845 = -259640.810980
  nChanged 10
		SP:Iteration 66Q (81373.570000 sec): 3 clusters
  Score: Raw -262330.911297 + Penalty 2687.337845 = -259643.573451
  nChanged 7
		SP:Iteration 67Q (81373.740000 sec): 3 clusters
  Score: Raw -262333.680593 + Penalty 2687.337845 = -259646.342748
  nChanged 8
		SP:Iteration 68Q (81373.920000 sec): 3 clusters
  Score: Raw -262335.480930 + Penalty 2687.337845 = -259648.143084
  nChanged 5
		SP:Iteration 69Q (81374.100000 sec): 3 clusters
  Score: Raw -262336.602872 + Penalty 2687.337845 = -259649.265026
  nChanged 3
		SP:Iteration 70Q (81374.270000 sec): 3 clusters
  Score: Raw -262337.068076 + Penalty 2687.337845 = -259649.730231
  nChanged 3
		SP:Iteration 71Q (81374.450000 sec): 3 clusters
  Score: Raw -262337.713656 + Penalty 2687.337845 = -259650.375811
  nChanged 2
		SP:Iteration 72Q (81374.630000 sec): 3 clusters
  Score: Raw -262338.105709 + Penalty 2687.337845 = -259650.767864
  nChanged 1
		SP:Iteration 73Q (81374.800000 sec): 3 clusters
  Score: Raw -262338.329253 + Penalty 2687.337845 = -259650.991408
  nChanged 3
		SP:Iteration 74Q (81374.980000 sec): 3 clusters
  Score: Raw -262338.864294 + Penalty 2687.337845 = -259651.526448
  nChanged 3
		SP:Iteration 75Q (81375.150000 sec): 3 clusters
  Score: Raw -262339.495470 + Penalty 2687.337845 = -259652.157625
  nChanged 3
		SP:Iteration 76Q (81375.330000 sec): 3 clusters
  Score: Raw -262340.182233 + Penalty 2687.337845 = -259652.844388
  nChanged 3
		SP:Iteration 77Q (81375.510000 sec): 3 clusters
  Score: Raw -262341.036893 + Penalty 2687.337845 = -259653.699048
  nChanged 4
		SP:Iteration 78Q (81375.680000 sec): 3 clusters
  Score: Raw -262341.927950 + Penalty 2687.337845 = -259654.590104
  nChanged 2
		SP:Iteration 79Q (81375.860000 sec): 3 clusters
  Score: Raw -262342.547060 + Penalty 2687.337845 = -259655.209214
  nChanged 1
		SP:Iteration 80F (81376.030000 sec): 3 clusters
  Score: Raw -262342.660928 + Penalty 2687.337845 = -259655.323082
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81376.130000 sec): 2 clusters
  Score: Raw -333792.377438 + Penalty 1342.833445 = -332449.543992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81376.310000 sec): 3 clusters
  Score: Raw -331822.852886 + Penalty 2685.666891 = -329137.185995
  nChanged 1560
		SP:Iteration 1F (81376.480000 sec): 3 clusters
  Score: Raw -332826.909955 + Penalty 2685.666891 = -330141.243064
  nChanged 364
		SP:Iteration 2F (81376.660000 sec): 3 clusters
  Score: Raw -333169.090677 + Penalty 2685.666891 = -330483.423787
  nChanged 283
		SP:Iteration 3F (81376.840000 sec): 3 clusters
  Score: Raw -333445.566531 + Penalty 2685.666891 = -330759.899640
  nChanged 261
		SP:Iteration 4F (81377.010000 sec): 3 clusters
  Score: Raw -333743.717414 + Penalty 2685.666891 = -331058.050523
  nChanged 234
		SP:Iteration 5F (81377.190000 sec): 3 clusters
  Score: Raw -333984.789658 + Penalty 2685.666891 = -331299.122767
  nChanged 215
		SP:Iteration 6F (81377.360000 sec): 3 clusters
  Score: Raw -334196.852452 + Penalty 2685.666891 = -331511.185562
  nChanged 170
		SP:Iteration 7Q (81377.540000 sec): 3 clusters
  Score: Raw -334308.211762 + Penalty 2685.666891 = -331622.544871
  nChanged 113
		SP:Iteration 8Q (81377.720000 sec): 3 clusters
  Score: Raw -334377.924217 + Penalty 2685.666891 = -331692.257327
  nChanged 71
		SP:Iteration 9Q (81377.890000 sec): 3 clusters
  Score: Raw -334418.340456 + Penalty 2685.666891 = -331732.673565
  nChanged 51
		SP:Iteration 10Q (81378.070000 sec): 3 clusters
  Score: Raw -334438.590417 + Penalty 2685.666891 = -331752.923526
  nChanged 24
		SP:Iteration 11Q (81378.240000 sec): 3 clusters
  Score: Raw -334445.815400 + Penalty 2685.666891 = -331760.148510
  nChanged 21
		SP:Iteration 12Q (81378.420000 sec): 3 clusters
  Score: Raw -334452.871992 + Penalty 2685.666891 = -331767.205102
  nChanged 22
		SP:Iteration 13Q (81378.600000 sec): 3 clusters
  Score: Raw -334462.987275 + Penalty 2685.666891 = -331777.320385
  nChanged 19
		SP:Iteration 14Q (81378.770000 sec): 3 clusters
  Score: Raw -334470.316426 + Penalty 2685.666891 = -331784.649536
  nChanged 18
		SP:Iteration 15Q (81378.950000 sec): 3 clusters
  Score: Raw -334477.160922 + Penalty 2685.666891 = -331791.494031
  nChanged 15
		SP:Iteration 16Q (81379.120000 sec): 3 clusters
  Score: Raw -334483.844705 + Penalty 2685.666891 = -331798.177814
  nChanged 17
		SP:Iteration 17Q (81379.300000 sec): 3 clusters
  Score: Raw -334489.186454 + Penalty 2685.666891 = -331803.519563
  nChanged 12
		SP:Iteration 18Q (81379.480000 sec): 3 clusters
  Score: Raw -334493.253332 + Penalty 2685.666891 = -331807.586441
  nChanged 10
		SP:Iteration 19Q (81379.650000 sec): 3 clusters
  Score: Raw -334496.543272 + Penalty 2685.666891 = -331810.876381
  nChanged 5
		SP:Iteration 20F (81379.830000 sec): 3 clusters
  Score: Raw -334498.314384 + Penalty 2685.666891 = -331812.647494
  nChanged 6
		SP:Iteration 21Q (81380.000000 sec): 3 clusters
  Score: Raw -334500.024783 + Penalty 2685.666891 = -331814.357893
  nChanged 4
		SP:Iteration 22Q (81380.180000 sec): 3 clusters
  Score: Raw -334500.799238 + Penalty 2685.666891 = -331815.132347
  nChanged 4
		SP:Iteration 23Q (81380.360000 sec): 3 clusters
  Score: Raw -334501.877404 + Penalty 2685.666891 = -331816.210513
  nChanged 3
		SP:Iteration 24Q (81380.530000 sec): 3 clusters
  Score: Raw -334502.561352 + Penalty 2685.666891 = -331816.894461
  nChanged 3
		SP:Iteration 25Q (81380.710000 sec): 3 clusters
  Score: Raw -334502.938229 + Penalty 2685.666891 = -331817.271339
  nChanged 1
		SP:Iteration 26Q (81380.880000 sec): 3 clusters
  Score: Raw -334503.350650 + Penalty 2685.666891 = -331817.683759
  nChanged 2
		SP:Iteration 27Q (81381.060000 sec): 3 clusters
  Score: Raw -334504.310945 + Penalty 2685.666891 = -331818.644054
  nChanged 3
		SP:Iteration 28Q (81381.230000 sec): 3 clusters
  Score: Raw -334505.273553 + Penalty 2685.666891 = -331819.606663
  nChanged 1
		SP:Iteration 29Q (81381.410000 sec): 3 clusters
  Score: Raw -334505.893804 + Penalty 2685.666891 = -331820.226913
  nChanged 2
		SP:Iteration 30Q (81381.580000 sec): 3 clusters
  Score: Raw -334506.155828 + Penalty 2685.666891 = -331820.488937
  nChanged 2
		SP:Iteration 31Q (81381.760000 sec): 3 clusters
  Score: Raw -334506.818073 + Penalty 2685.666891 = -331821.151182
  nChanged 3
		SP:Iteration 32Q (81381.940000 sec): 3 clusters
  Score: Raw -334507.684614 + Penalty 2685.666891 = -331822.017723
  nChanged 4
		SP:Iteration 33Q (81382.110000 sec): 3 clusters
  Score: Raw -334508.931662 + Penalty 2685.666891 = -331823.264771
  nChanged 5
		SP:Iteration 34Q (81382.290000 sec): 3 clusters
  Score: Raw -334510.274317 + Penalty 2685.666891 = -331824.607426
  nChanged 2
		SP:Iteration 35Q (81382.460000 sec): 3 clusters
  Score: Raw -334510.661773 + Penalty 2685.666891 = -331824.994882
  nChanged 2
		SP:Iteration 36Q (81382.640000 sec): 3 clusters
  Score: Raw -334511.008787 + Penalty 2685.666891 = -331825.341896
  nChanged 1
		SP:Iteration 37Q (81382.820000 sec): 3 clusters
  Score: Raw -334511.084138 + Penalty 2685.666891 = -331825.417247
  nChanged 0
		SP:Iteration 38F (81382.990000 sec): 3 clusters
  Score: Raw -334511.084138 + Penalty 2685.666891 = -331825.417247
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (16304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81383.210000 sec): 2 clusters
  Score: Raw -1376236.746696 + Penalty 1576.114435 = -1374660.632261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81383.510000 sec): 3 clusters
  Score: Raw -1366592.926571 + Penalty 3152.228871 = -1363440.697701
  nChanged 7264
		SP:Iteration 1F (81383.820000 sec): 3 clusters
  Score: Raw -1371262.069158 + Penalty 3152.228871 = -1368109.840288
  nChanged 1280
		SP:Iteration 2F (81384.120000 sec): 3 clusters
  Score: Raw -1372158.331413 + Penalty 3152.228871 = -1369006.102542
  nChanged 1149
		SP:Iteration 3F (81384.430000 sec): 3 clusters
  Score: Raw -1372904.984782 + Penalty 3152.228871 = -1369752.755912
  nChanged 995
		SP:Iteration 4F (81384.740000 sec): 3 clusters
  Score: Raw -1373510.490068 + Penalty 3152.228871 = -1370358.261198
  nChanged 827
		SP:Iteration 5F (81385.040000 sec): 3 clusters
  Score: Raw -1373988.710738 + Penalty 3152.228871 = -1370836.481868
  nChanged 726
		SP:Iteration 6Q (81385.300000 sec): 3 clusters
  Score: Raw -1374417.656894 + Penalty 3152.228871 = -1371265.428024
  nChanged 628
		SP:Iteration 7Q (81385.610000 sec): 3 clusters
  Score: Raw -1374796.043164 + Penalty 3152.228871 = -1371643.814293
  nChanged 557
		SP:Iteration 8Q (81385.920000 sec): 3 clusters
  Score: Raw -1375123.057556 + Penalty 3152.228871 = -1371970.828685
  nChanged 487
		SP:Iteration 9Q (81386.220000 sec): 3 clusters
  Score: Raw -1375435.006343 + Penalty 3152.228871 = -1372282.777473
  nChanged 424
		SP:Iteration 10Q (81386.530000 sec): 3 clusters
  Score: Raw -1375703.933763 + Penalty 3152.228871 = -1372551.704892
  nChanged 358
		SP:Iteration 11Q (81386.840000 sec): 3 clusters
  Score: Raw -1375969.827078 + Penalty 3152.228871 = -1372817.598208
  nChanged 325
		SP:Iteration 12Q (81387.140000 sec): 3 clusters
  Score: Raw -1376195.791700 + Penalty 3152.228871 = -1373043.562829
  nChanged 227
		SP:Iteration 13Q (81387.440000 sec): 3 clusters
  Score: Raw -1376338.932966 + Penalty 3152.228871 = -1373186.704095
  nChanged 165
		SP:Iteration 14Q (81387.750000 sec): 3 clusters
  Score: Raw -1376448.602949 + Penalty 3152.228871 = -1373296.374079
  nChanged 142
		SP:Iteration 15Q (81387.990000 sec): 3 clusters
  Score: Raw -1376535.914309 + Penalty 3152.228871 = -1373383.685439
  nChanged 128
		SP:Iteration 16Q (81388.290000 sec): 3 clusters
  Score: Raw -1376611.937804 + Penalty 3152.228871 = -1373459.708934
  nChanged 103
		SP:Iteration 17Q (81388.590000 sec): 3 clusters
  Score: Raw -1376670.133123 + Penalty 3152.228871 = -1373517.904253
  nChanged 90
		SP:Iteration 18Q (81388.850000 sec): 3 clusters
  Score: Raw -1376714.808629 + Penalty 3152.228871 = -1373562.579759
  nChanged 83
		SP:Iteration 19Q (81389.090000 sec): 3 clusters
  Score: Raw -1376759.137540 + Penalty 3152.228871 = -1373606.908669
  nChanged 92
		SP:Iteration 20F (81389.350000 sec): 3 clusters
  Score: Raw -1376817.168878 + Penalty 3152.228871 = -1373664.940007
  nChanged 84
		SP:Iteration 21Q (81389.610000 sec): 3 clusters
  Score: Raw -1376864.598041 + Penalty 3152.228871 = -1373712.369171
  nChanged 69
		SP:Iteration 22Q (81389.860000 sec): 3 clusters
  Score: Raw -1376903.544386 + Penalty 3152.228871 = -1373751.315515
  nChanged 65
		SP:Iteration 23Q (81390.060000 sec): 3 clusters
  Score: Raw -1376932.946832 + Penalty 3152.228871 = -1373780.717962
  nChanged 49
		SP:Iteration 24Q (81390.370000 sec): 3 clusters
  Score: Raw -1376958.955272 + Penalty 3152.228871 = -1373806.726402
  nChanged 43
		SP:Iteration 25Q (81390.670000 sec): 3 clusters
  Score: Raw -1376978.958071 + Penalty 3152.228871 = -1373826.729200
  nChanged 32
		SP:Iteration 26Q (81390.980000 sec): 3 clusters
  Score: Raw -1376997.356372 + Penalty 3152.228871 = -1373845.127502
  nChanged 36
		SP:Iteration 27Q (81391.270000 sec): 3 clusters
  Score: Raw -1377020.337061 + Penalty 3152.228871 = -1373868.108191
  nChanged 35
		SP:Iteration 28Q (81391.570000 sec): 3 clusters
  Score: Raw -1377040.297010 + Penalty 3152.228871 = -1373888.068140
  nChanged 40
		SP:Iteration 29Q (81391.870000 sec): 3 clusters
  Score: Raw -1377062.052455 + Penalty 3152.228871 = -1373909.823584
  nChanged 32
		SP:Iteration 30Q (81392.170000 sec): 3 clusters
  Score: Raw -1377075.282001 + Penalty 3152.228871 = -1373923.053130
  nChanged 24
		SP:Iteration 31Q (81392.470000 sec): 3 clusters
  Score: Raw -1377085.248014 + Penalty 3152.228871 = -1373933.019143
  nChanged 26
		SP:Iteration 32Q (81392.770000 sec): 3 clusters
  Score: Raw -1377095.091437 + Penalty 3152.228871 = -1373942.862566
  nChanged 16
		SP:Iteration 33Q (81393.080000 sec): 3 clusters
  Score: Raw -1377100.735650 + Penalty 3152.228871 = -1373948.506780
  nChanged 6
		SP:Iteration 34Q (81393.380000 sec): 3 clusters
  Score: Raw -1377102.396113 + Penalty 3152.228871 = -1373950.167242
  nChanged 11
		SP:Iteration 35Q (81393.690000 sec): 3 clusters
  Score: Raw -1377105.394547 + Penalty 3152.228871 = -1373953.165676
  nChanged 10
		SP:Iteration 36Q (81393.990000 sec): 3 clusters
  Score: Raw -1377107.663989 + Penalty 3152.228871 = -1373955.435119
  nChanged 3
		SP:Iteration 37Q (81394.290000 sec): 3 clusters
  Score: Raw -1377108.326144 + Penalty 3152.228871 = -1373956.097273
  nChanged 0
		SP:Iteration 38F (81394.590000 sec): 3 clusters
  Score: Raw -1377108.326144 + Penalty 3152.228871 = -1373956.097273
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81394.690000 sec): 2 clusters
  Score: Raw -60875.926617 + Penalty 1100.253281 = -59775.673336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81394.710000 sec): 3 clusters
  Score: Raw -60653.371324 + Penalty 2200.506563 = -58452.864761
  nChanged 253
		SP:Iteration 1F (81394.730000 sec): 3 clusters
  Score: Raw -60888.463628 + Penalty 2200.506563 = -58687.957065
  nChanged 76
		SP:Iteration 2F (81394.750000 sec): 3 clusters
  Score: Raw -61000.722377 + Penalty 2200.506563 = -58800.215815
  nChanged 55
		SP:Iteration 3F (81394.770000 sec): 3 clusters
  Score: Raw -61118.158306 + Penalty 2200.506563 = -58917.651743
  nChanged 55
		SP:Iteration 4F (81394.800000 sec): 3 clusters
  Score: Raw -61251.392927 + Penalty 2200.506563 = -59050.886364
  nChanged 49
		SP:Iteration 5F (81394.820000 sec): 3 clusters
  Score: Raw -61353.630804 + Penalty 2200.506563 = -59153.124241
  nChanged 40
		SP:Iteration 6Q (81394.850000 sec): 3 clusters
  Score: Raw -61425.197268 + Penalty 2200.506563 = -59224.690705
  nChanged 30
		SP:Iteration 7Q (81394.870000 sec): 3 clusters
  Score: Raw -61473.843735 + Penalty 2200.506563 = -59273.337172
  nChanged 16
		SP:Iteration 8Q (81394.890000 sec): 3 clusters
  Score: Raw -61491.004073 + Penalty 2200.506563 = -59290.497510
  nChanged 10
		SP:Iteration 9Q (81394.920000 sec): 3 clusters
  Score: Raw -61503.109945 + Penalty 2200.506563 = -59302.603382
  nChanged 6
		SP:Iteration 10Q (81394.940000 sec): 3 clusters
  Score: Raw -61517.251412 + Penalty 2200.506563 = -59316.744850
  nChanged 7
		SP:Iteration 11Q (81394.970000 sec): 3 clusters
  Score: Raw -61524.717199 + Penalty 2200.506563 = -59324.210636
  nChanged 4
		SP:Iteration 12Q (81394.990000 sec): 3 clusters
  Score: Raw -61527.238029 + Penalty 2200.506563 = -59326.731466
  nChanged 7
		SP:Iteration 13Q (81395.010000 sec): 3 clusters
  Score: Raw -61533.345294 + Penalty 2200.506563 = -59332.838731
  nChanged 5
		SP:Iteration 14Q (81395.040000 sec): 3 clusters
  Score: Raw -61538.084715 + Penalty 2200.506563 = -59337.578152
  nChanged 2
		SP:Iteration 15Q (81395.060000 sec): 3 clusters
  Score: Raw -61539.871147 + Penalty 2200.506563 = -59339.364584
  nChanged 0
		SP:Iteration 16F (81395.090000 sec): 3 clusters
  Score: Raw -61539.871147 + Penalty 2200.506563 = -59339.364584
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (2254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81395.160000 sec): 2 clusters
  Score: Raw -188914.898458 + Penalty 1254.575025 = -187660.323433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81395.200000 sec): 3 clusters
  Score: Raw -187897.025613 + Penalty 2509.150051 = -185387.875562
  nChanged 807
		SP:Iteration 1F (81395.240000 sec): 3 clusters
  Score: Raw -188406.967370 + Penalty 2509.150051 = -185897.817319
  nChanged 199
		SP:Iteration 2F (81395.280000 sec): 3 clusters
  Score: Raw -188548.772143 + Penalty 2509.150051 = -186039.622092
  nChanged 139
		SP:Iteration 3F (81395.320000 sec): 3 clusters
  Score: Raw -188675.267184 + Penalty 2509.150051 = -186166.117133
  nChanged 121
		SP:Iteration 4F (81395.360000 sec): 3 clusters
  Score: Raw -188794.153415 + Penalty 2509.150051 = -186285.003364
  nChanged 118
		SP:Iteration 5F (81395.410000 sec): 3 clusters
  Score: Raw -188909.627978 + Penalty 2509.150051 = -186400.477927
  nChanged 117
		SP:Iteration 6F (81395.450000 sec): 3 clusters
  Score: Raw -189019.847588 + Penalty 2509.150051 = -186510.697537
  nChanged 90
		SP:Iteration 7Q (81395.490000 sec): 3 clusters
  Score: Raw -189102.427334 + Penalty 2509.150051 = -186593.277283
  nChanged 82
		SP:Iteration 8Q (81395.530000 sec): 3 clusters
  Score: Raw -189184.040409 + Penalty 2509.150051 = -186674.890358
  nChanged 78
		SP:Iteration 9Q (81395.570000 sec): 3 clusters
  Score: Raw -189258.896181 + Penalty 2509.150051 = -186749.746131
  nChanged 72
		SP:Iteration 10Q (81395.610000 sec): 3 clusters
  Score: Raw -189326.923386 + Penalty 2509.150051 = -186817.773336
  nChanged 61
		SP:Iteration 11Q (81395.650000 sec): 3 clusters
  Score: Raw -189375.264644 + Penalty 2509.150051 = -186866.114593
  nChanged 40
		SP:Iteration 12Q (81395.700000 sec): 3 clusters
  Score: Raw -189402.552551 + Penalty 2509.150051 = -186893.402500
  nChanged 26
		SP:Iteration 13Q (81395.740000 sec): 3 clusters
  Score: Raw -189420.036085 + Penalty 2509.150051 = -186910.886035
  nChanged 23
		SP:Iteration 14Q (81395.780000 sec): 3 clusters
  Score: Raw -189433.584918 + Penalty 2509.150051 = -186924.434867
  nChanged 18
		SP:Iteration 15Q (81395.820000 sec): 3 clusters
  Score: Raw -189443.984832 + Penalty 2509.150051 = -186934.834782
  nChanged 19
		SP:Iteration 16Q (81395.860000 sec): 3 clusters
  Score: Raw -189456.738596 + Penalty 2509.150051 = -186947.588545
  nChanged 19
		SP:Iteration 17Q (81395.900000 sec): 3 clusters
  Score: Raw -189466.181005 + Penalty 2509.150051 = -186957.030954
  nChanged 9
		SP:Iteration 18Q (81395.940000 sec): 3 clusters
  Score: Raw -189470.925649 + Penalty 2509.150051 = -186961.775599
  nChanged 7
		SP:Iteration 19Q (81395.980000 sec): 3 clusters
  Score: Raw -189475.814693 + Penalty 2509.150051 = -186966.664642
  nChanged 8
		SP:Iteration 20F (81396.020000 sec): 3 clusters
  Score: Raw -189480.399707 + Penalty 2509.150051 = -186971.249656
  nChanged 8
		SP:Iteration 21Q (81396.060000 sec): 3 clusters
  Score: Raw -189484.955536 + Penalty 2509.150051 = -186975.805485
  nChanged 7
		SP:Iteration 22Q (81396.100000 sec): 3 clusters
  Score: Raw -189488.639174 + Penalty 2509.150051 = -186979.489123
  nChanged 9
		SP:Iteration 23Q (81396.150000 sec): 3 clusters
  Score: Raw -189493.570554 + Penalty 2509.150051 = -186984.420504
  nChanged 9
		SP:Iteration 24Q (81396.190000 sec): 3 clusters
  Score: Raw -189497.093688 + Penalty 2509.150051 = -186987.943637
  nChanged 7
		SP:Iteration 25Q (81396.230000 sec): 3 clusters
  Score: Raw -189500.696123 + Penalty 2509.150051 = -186991.546072
  nChanged 7
		SP:Iteration 26Q (81396.270000 sec): 3 clusters
  Score: Raw -189504.646255 + Penalty 2509.150051 = -186995.496205
  nChanged 5
		SP:Iteration 27Q (81396.310000 sec): 3 clusters
  Score: Raw -189507.699767 + Penalty 2509.150051 = -186998.549716
  nChanged 6
		SP:Iteration 28Q (81396.350000 sec): 3 clusters
  Score: Raw -189510.089630 + Penalty 2509.150051 = -187000.939579
  nChanged 4
		SP:Iteration 29Q (81396.390000 sec): 3 clusters
  Score: Raw -189512.371922 + Penalty 2509.150051 = -187003.221872
  nChanged 9
		SP:Iteration 30Q (81396.440000 sec): 3 clusters
  Score: Raw -189517.744527 + Penalty 2509.150051 = -187008.594476
  nChanged 10
		SP:Iteration 31Q (81396.480000 sec): 3 clusters
  Score: Raw -189522.841034 + Penalty 2509.150051 = -187013.690983
  nChanged 11
		SP:Iteration 32Q (81396.520000 sec): 3 clusters
  Score: Raw -189530.142899 + Penalty 2509.150051 = -187020.992848
  nChanged 11
		SP:Iteration 33Q (81396.560000 sec): 3 clusters
  Score: Raw -189534.851675 + Penalty 2509.150051 = -187025.701625
  nChanged 4
		SP:Iteration 34Q (81396.600000 sec): 3 clusters
  Score: Raw -189535.801827 + Penalty 2509.150051 = -187026.651777
  nChanged 5
		SP:Iteration 35Q (81396.760000 sec): 3 clusters
  Score: Raw -189538.049768 + Penalty 2509.150051 = -187028.899717
  nChanged 8
		SP:Iteration 36Q (81396.940000 sec): 3 clusters
  Score: Raw -189542.100529 + Penalty 2509.150051 = -187032.950479
  nChanged 8
		SP:Iteration 37Q (81397.110000 sec): 3 clusters
  Score: Raw -189548.102391 + Penalty 2509.150051 = -187038.952340
  nChanged 8
		SP:Iteration 38Q (81397.290000 sec): 3 clusters
  Score: Raw -189553.275545 + Penalty 2509.150051 = -187044.125494
  nChanged 8
		SP:Iteration 39Q (81397.460000 sec): 3 clusters
  Score: Raw -189556.559880 + Penalty 2509.150051 = -187047.409829
  nChanged 10
		SP:Iteration 40F (81397.640000 sec): 3 clusters
  Score: Raw -189560.849129 + Penalty 2509.150051 = -187051.699078
  nChanged 8
		SP:Iteration 41Q (81397.820000 sec): 3 clusters
  Score: Raw -189564.897330 + Penalty 2509.150051 = -187055.747280
  nChanged 11
		SP:Iteration 42Q (81397.990000 sec): 3 clusters
  Score: Raw -189570.763168 + Penalty 2509.150051 = -187061.613117
  nChanged 13
		SP:Iteration 43Q (81398.170000 sec): 3 clusters
  Score: Raw -189579.141691 + Penalty 2509.150051 = -187069.991640
  nChanged 10
		SP:Iteration 44Q (81398.340000 sec): 3 clusters
  Score: Raw -189585.340656 + Penalty 2509.150051 = -187076.190605
  nChanged 17
		SP:Iteration 45Q (81398.520000 sec): 3 clusters
  Score: Raw -189592.029536 + Penalty 2509.150051 = -187082.879485
  nChanged 6
		SP:Iteration 46Q (81398.700000 sec): 3 clusters
  Score: Raw -189593.367394 + Penalty 2509.150051 = -187084.217344
  nChanged 2
		SP:Iteration 47Q (81398.870000 sec): 3 clusters
  Score: Raw -189593.881986 + Penalty 2509.150051 = -187084.731935
  nChanged 2
		SP:Iteration 48Q (81399.050000 sec): 3 clusters
  Score: Raw -189594.730026 + Penalty 2509.150051 = -187085.579976
  nChanged 2
		SP:Iteration 49Q (81399.220000 sec): 3 clusters
  Score: Raw -189595.086419 + Penalty 2509.150051 = -187085.936368
  nChanged 1
		SP:Iteration 50Q (81399.390000 sec): 3 clusters
  Score: Raw -189595.192400 + Penalty 2509.150051 = -187086.042349
  nChanged 0
		SP:Iteration 51F (81399.550000 sec): 3 clusters
  Score: Raw -189595.192400 + Penalty 2509.150051 = -187086.042349
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (6005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81399.650000 sec): 2 clusters
  Score: Raw -486929.662767 + Penalty 1413.806507 = -485515.856260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81399.860000 sec): 3 clusters
  Score: Raw -483694.697388 + Penalty 2827.613014 = -480867.084375
  nChanged 2509
		SP:Iteration 1F (81400.030000 sec): 3 clusters
  Score: Raw -485251.336167 + Penalty 2827.613014 = -482423.723153
  nChanged 479
		SP:Iteration 2F (81400.180000 sec): 3 clusters
  Score: Raw -485590.632974 + Penalty 2827.613014 = -482763.019960
  nChanged 408
		SP:Iteration 3F (81400.280000 sec): 3 clusters
  Score: Raw -485902.137666 + Penalty 2827.613014 = -483074.524653
  nChanged 354
		SP:Iteration 4F (81400.500000 sec): 3 clusters
  Score: Raw -486153.928720 + Penalty 2827.613014 = -483326.315707
  nChanged 306
		SP:Iteration 5F (81400.670000 sec): 3 clusters
  Score: Raw -486343.092188 + Penalty 2827.613014 = -483515.479175
  nChanged 255
		SP:Iteration 6Q (81400.800000 sec): 3 clusters
  Score: Raw -486510.420062 + Penalty 2827.613014 = -483682.807048
  nChanged 206
		SP:Iteration 7Q (81400.970000 sec): 3 clusters
  Score: Raw -486626.795415 + Penalty 2827.613014 = -483799.182401
  nChanged 162
		SP:Iteration 8Q (81401.140000 sec): 3 clusters
  Score: Raw -486720.679779 + Penalty 2827.613014 = -483893.066765
  nChanged 166
		SP:Iteration 9Q (81401.300000 sec): 3 clusters
  Score: Raw -486823.287182 + Penalty 2827.613014 = -483995.674169
  nChanged 160
		SP:Iteration 10Q (81401.470000 sec): 3 clusters
  Score: Raw -486927.127911 + Penalty 2827.613014 = -484099.514897
  nChanged 139
		SP:Iteration 11Q (81401.570000 sec): 3 clusters
  Score: Raw -487011.780514 + Penalty 2827.613014 = -484184.167500
  nChanged 129
		SP:Iteration 12Q (81401.670000 sec): 3 clusters
  Score: Raw -487091.512704 + Penalty 2827.613014 = -484263.899691
  nChanged 88
		SP:Iteration 13Q (81401.890000 sec): 3 clusters
  Score: Raw -487139.046609 + Penalty 2827.613014 = -484311.433596
  nChanged 57
		SP:Iteration 14Q (81402.100000 sec): 3 clusters
  Score: Raw -487166.076267 + Penalty 2827.613014 = -484338.463254
  nChanged 48
		SP:Iteration 15Q (81402.270000 sec): 3 clusters
  Score: Raw -487191.768945 + Penalty 2827.613014 = -484364.155931
  nChanged 61
		SP:Iteration 16Q (81402.450000 sec): 3 clusters
  Score: Raw -487229.638158 + Penalty 2827.613014 = -484402.025144
  nChanged 61
		SP:Iteration 17Q (81402.670000 sec): 3 clusters
  Score: Raw -487268.260387 + Penalty 2827.613014 = -484440.647373
  nChanged 48
		SP:Iteration 18Q (81402.810000 sec): 3 clusters
  Score: Raw -487299.605452 + Penalty 2827.613014 = -484471.992438
  nChanged 33
		SP:Iteration 19Q (81402.980000 sec): 3 clusters
  Score: Raw -487320.475418 + Penalty 2827.613014 = -484492.862404
  nChanged 41
		SP:Iteration 20F (81403.190000 sec): 3 clusters
  Score: Raw -487342.044915 + Penalty 2827.613014 = -484514.431902
  nChanged 29
		SP:Iteration 21Q (81403.360000 sec): 3 clusters
  Score: Raw -487362.279460 + Penalty 2827.613014 = -484534.666446
  nChanged 33
		SP:Iteration 22Q (81403.540000 sec): 3 clusters
  Score: Raw -487389.442242 + Penalty 2827.613014 = -484561.829228
  nChanged 34
		SP:Iteration 23Q (81403.600000 sec): 3 clusters
  Score: Raw -487414.559046 + Penalty 2827.613014 = -484586.946032
  nChanged 26
		SP:Iteration 24Q (81403.700000 sec): 3 clusters
  Score: Raw -487437.789452 + Penalty 2827.613014 = -484610.176439
  nChanged 40
		SP:Iteration 25Q (81403.900000 sec): 3 clusters
  Score: Raw -487463.994434 + Penalty 2827.613014 = -484636.381420
  nChanged 32
		SP:Iteration 26Q (81404.110000 sec): 3 clusters
  Score: Raw -487481.364737 + Penalty 2827.613014 = -484653.751723
  nChanged 27
		SP:Iteration 27Q (81404.280000 sec): 3 clusters
  Score: Raw -487498.264589 + Penalty 2827.613014 = -484670.651575
  nChanged 31
		SP:Iteration 28Q (81404.460000 sec): 3 clusters
  Score: Raw -487519.404223 + Penalty 2827.613014 = -484691.791209
  nChanged 25
		SP:Iteration 29Q (81404.640000 sec): 3 clusters
  Score: Raw -487534.891085 + Penalty 2827.613014 = -484707.278072
  nChanged 30
		SP:Iteration 30Q (81404.810000 sec): 3 clusters
  Score: Raw -487558.995744 + Penalty 2827.613014 = -484731.382730
  nChanged 27
		SP:Iteration 31Q (81404.990000 sec): 3 clusters
  Score: Raw -487574.053127 + Penalty 2827.613014 = -484746.440113
  nChanged 19
		SP:Iteration 32Q (81405.120000 sec): 3 clusters
  Score: Raw -487580.903118 + Penalty 2827.613014 = -484753.290104
  nChanged 8
		SP:Iteration 33Q (81405.280000 sec): 3 clusters
  Score: Raw -487584.937536 + Penalty 2827.613014 = -484757.324523
  nChanged 9
		SP:Iteration 34Q (81405.450000 sec): 3 clusters
  Score: Raw -487589.400217 + Penalty 2827.613014 = -484761.787203
  nChanged 7
		SP:Iteration 35Q (81405.620000 sec): 3 clusters
  Score: Raw -487591.449134 + Penalty 2827.613014 = -484763.836121
  nChanged 6
		SP:Iteration 36Q (81405.820000 sec): 3 clusters
  Score: Raw -487594.163717 + Penalty 2827.613014 = -484766.550704
  nChanged 7
		SP:Iteration 37Q (81405.970000 sec): 3 clusters
  Score: Raw -487596.527953 + Penalty 2827.613014 = -484768.914939
  nChanged 5
		SP:Iteration 38Q (81406.060000 sec): 3 clusters
  Score: Raw -487598.638882 + Penalty 2827.613014 = -484771.025869
  nChanged 10
		SP:Iteration 39Q (81406.250000 sec): 3 clusters
  Score: Raw -487602.049044 + Penalty 2827.613014 = -484774.436030
  nChanged 9
		SP:Iteration 40F (81406.470000 sec): 3 clusters
  Score: Raw -487604.186218 + Penalty 2827.613014 = -484776.573204
  nChanged 13
		SP:Iteration 41Q (81406.610000 sec): 3 clusters
  Score: Raw -487610.592282 + Penalty 2827.613014 = -484782.979268
  nChanged 10
		SP:Iteration 42Q (81406.790000 sec): 3 clusters
  Score: Raw -487614.896189 + Penalty 2827.613014 = -484787.283175
  nChanged 9
		SP:Iteration 43Q (81406.930000 sec): 3 clusters
  Score: Raw -487620.654298 + Penalty 2827.613014 = -484793.041284
  nChanged 14
		SP:Iteration 44Q (81407.120000 sec): 3 clusters
  Score: Raw -487628.878081 + Penalty 2827.613014 = -484801.265067
  nChanged 14
		SP:Iteration 45Q (81407.270000 sec): 3 clusters
  Score: Raw -487634.627055 + Penalty 2827.613014 = -484807.014041
  nChanged 11
		SP:Iteration 46Q (81407.470000 sec): 3 clusters
  Score: Raw -487639.441016 + Penalty 2827.613014 = -484811.828002
  nChanged 14
		SP:Iteration 47Q (81407.680000 sec): 3 clusters
  Score: Raw -487645.478384 + Penalty 2827.613014 = -484817.865370
  nChanged 15
		SP:Iteration 48Q (81407.810000 sec): 3 clusters
  Score: Raw -487651.990243 + Penalty 2827.613014 = -484824.377230
  nChanged 13
		SP:Iteration 49Q (81407.990000 sec): 3 clusters
  Score: Raw -487656.148192 + Penalty 2827.613014 = -484828.535178
  nChanged 14
		SP:Iteration 50Q (81408.150000 sec): 3 clusters
  Score: Raw -487660.832685 + Penalty 2827.613014 = -484833.219671
  nChanged 15
		SP:Iteration 51Q (81408.320000 sec): 3 clusters
  Score: Raw -487665.014417 + Penalty 2827.613014 = -484837.401404
  nChanged 10
		SP:Iteration 52Q (81408.480000 sec): 3 clusters
  Score: Raw -487667.818561 + Penalty 2827.613014 = -484840.205547
  nChanged 5
		SP:Iteration 53Q (81408.650000 sec): 3 clusters
  Score: Raw -487669.347736 + Penalty 2827.613014 = -484841.734722
  nChanged 3
		SP:Iteration 54Q (81408.810000 sec): 3 clusters
  Score: Raw -487671.106677 + Penalty 2827.613014 = -484843.493664
  nChanged 3
		SP:Iteration 55Q (81408.980000 sec): 3 clusters
  Score: Raw -487672.344352 + Penalty 2827.613014 = -484844.731338
  nChanged 4
		SP:Iteration 56Q (81409.150000 sec): 3 clusters
  Score: Raw -487673.287410 + Penalty 2827.613014 = -484845.674396
  nChanged 0
		SP:Iteration 57F (81409.310000 sec): 3 clusters
  Score: Raw -487673.287410 + Penalty 2827.613014 = -484845.674396
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (7533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81409.450000 sec): 2 clusters
  Score: Raw -677860.675129 + Penalty 1450.645405 = -676410.029723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81409.660000 sec): 3 clusters
  Score: Raw -673808.184043 + Penalty 2901.290811 = -670906.893232
  nChanged 3209
		SP:Iteration 1F (81409.850000 sec): 3 clusters
  Score: Raw -676004.438600 + Penalty 2901.290811 = -673103.147789
  nChanged 699
		SP:Iteration 2F (81410.050000 sec): 3 clusters
  Score: Raw -676569.098351 + Penalty 2901.290811 = -673667.807541
  nChanged 601
		SP:Iteration 3F (81410.310000 sec): 3 clusters
  Score: Raw -677067.853457 + Penalty 2901.290811 = -674166.562647
  nChanged 457
		SP:Iteration 4F (81410.510000 sec): 3 clusters
  Score: Raw -677398.462638 + Penalty 2901.290811 = -674497.171828
  nChanged 356
		SP:Iteration 5Q (81410.710000 sec): 3 clusters
  Score: Raw -677589.699519 + Penalty 2901.290811 = -674688.408709
  nChanged 251
		SP:Iteration 6Q (81410.920000 sec): 3 clusters
  Score: Raw -677712.165278 + Penalty 2901.290811 = -674810.874467
  nChanged 195
		SP:Iteration 7Q (81411.150000 sec): 3 clusters
  Score: Raw -677792.743474 + Penalty 2901.290811 = -674891.452664
  nChanged 140
		SP:Iteration 8Q (81411.320000 sec): 3 clusters
  Score: Raw -677852.497247 + Penalty 2901.290811 = -674951.206436
  nChanged 123
		SP:Iteration 9Q (81411.510000 sec): 3 clusters
  Score: Raw -677899.234939 + Penalty 2901.290811 = -674997.944128
  nChanged 105
		SP:Iteration 10Q (81411.710000 sec): 3 clusters
  Score: Raw -677931.956195 + Penalty 2901.290811 = -675030.665384
  nChanged 76
		SP:Iteration 11Q (81411.910000 sec): 3 clusters
  Score: Raw -677954.218937 + Penalty 2901.290811 = -675052.928126
  nChanged 63
		SP:Iteration 12Q (81412.110000 sec): 3 clusters
  Score: Raw -677972.742934 + Penalty 2901.290811 = -675071.452123
  nChanged 52
		SP:Iteration 13Q (81412.310000 sec): 3 clusters
  Score: Raw -677987.995256 + Penalty 2901.290811 = -675086.704445
  nChanged 46
		SP:Iteration 14Q (81412.510000 sec): 3 clusters
  Score: Raw -677999.457461 + Penalty 2901.290811 = -675098.166650
  nChanged 44
		SP:Iteration 15Q (81412.710000 sec): 3 clusters
  Score: Raw -678013.544318 + Penalty 2901.290811 = -675112.253507
  nChanged 46
		SP:Iteration 16Q (81412.910000 sec): 3 clusters
  Score: Raw -678027.184582 + Penalty 2901.290811 = -675125.893771
  nChanged 36
		SP:Iteration 17Q (81413.110000 sec): 3 clusters
  Score: Raw -678037.296099 + Penalty 2901.290811 = -675136.005289
  nChanged 44
		SP:Iteration 18Q (81413.310000 sec): 3 clusters
  Score: Raw -678049.369108 + Penalty 2901.290811 = -675148.078297
  nChanged 44
		SP:Iteration 19Q (81413.510000 sec): 3 clusters
  Score: Raw -678061.790121 + Penalty 2901.290811 = -675160.499310
  nChanged 43
		SP:Iteration 20F (81413.710000 sec): 3 clusters
  Score: Raw -678077.013578 + Penalty 2901.290811 = -675175.722768
  nChanged 49
		SP:Iteration 21Q (81413.910000 sec): 3 clusters
  Score: Raw -678093.673534 + Penalty 2901.290811 = -675192.382723
  nChanged 49
		SP:Iteration 22Q (81414.110000 sec): 3 clusters
  Score: Raw -678107.279769 + Penalty 2901.290811 = -675205.988959
  nChanged 39
		SP:Iteration 23Q (81414.310000 sec): 3 clusters
  Score: Raw -678118.517181 + Penalty 2901.290811 = -675217.226371
  nChanged 44
		SP:Iteration 24Q (81414.510000 sec): 3 clusters
  Score: Raw -678131.507236 + Penalty 2901.290811 = -675230.216425
  nChanged 44
		SP:Iteration 25Q (81414.710000 sec): 3 clusters
  Score: Raw -678143.683520 + Penalty 2901.290811 = -675242.392710
  nChanged 45
		SP:Iteration 26Q (81414.910000 sec): 3 clusters
  Score: Raw -678156.301833 + Penalty 2901.290811 = -675255.011023
  nChanged 44
		SP:Iteration 27Q (81415.110000 sec): 3 clusters
  Score: Raw -678166.981135 + Penalty 2901.290811 = -675265.690325
  nChanged 40
		SP:Iteration 28Q (81415.340000 sec): 3 clusters
  Score: Raw -678177.076771 + Penalty 2901.290811 = -675275.785961
  nChanged 35
		SP:Iteration 29Q (81415.550000 sec): 3 clusters
  Score: Raw -678184.483518 + Penalty 2901.290811 = -675283.192708
  nChanged 28
		SP:Iteration 30Q (81415.750000 sec): 3 clusters
  Score: Raw -678191.724688 + Penalty 2901.290811 = -675290.433877
  nChanged 34
		SP:Iteration 31Q (81415.950000 sec): 3 clusters
  Score: Raw -678199.117452 + Penalty 2901.290811 = -675297.826641
  nChanged 26
		SP:Iteration 32Q (81416.150000 sec): 3 clusters
  Score: Raw -678204.518972 + Penalty 2901.290811 = -675303.228161
  nChanged 26
		SP:Iteration 33Q (81416.350000 sec): 3 clusters
  Score: Raw -678212.359849 + Penalty 2901.290811 = -675311.069039
  nChanged 30
		SP:Iteration 34Q (81416.550000 sec): 3 clusters
  Score: Raw -678221.405914 + Penalty 2901.290811 = -675320.115103
  nChanged 26
		SP:Iteration 35Q (81416.750000 sec): 3 clusters
  Score: Raw -678229.885972 + Penalty 2901.290811 = -675328.595161
  nChanged 29
		SP:Iteration 36Q (81416.950000 sec): 3 clusters
  Score: Raw -678238.830902 + Penalty 2901.290811 = -675337.540091
  nChanged 33
		SP:Iteration 37Q (81417.150000 sec): 3 clusters
  Score: Raw -678247.654535 + Penalty 2901.290811 = -675346.363724
  nChanged 34
		SP:Iteration 38Q (81417.350000 sec): 3 clusters
  Score: Raw -678257.284732 + Penalty 2901.290811 = -675355.993921
  nChanged 33
		SP:Iteration 39Q (81417.550000 sec): 3 clusters
  Score: Raw -678266.700194 + Penalty 2901.290811 = -675365.409384
  nChanged 32
		SP:Iteration 40F (81417.750000 sec): 3 clusters
  Score: Raw -678275.324494 + Penalty 2901.290811 = -675374.033683
  nChanged 41
		SP:Iteration 41Q (81417.950000 sec): 3 clusters
  Score: Raw -678287.217814 + Penalty 2901.290811 = -675385.927004
  nChanged 47
		SP:Iteration 42Q (81418.150000 sec): 3 clusters
  Score: Raw -678303.636127 + Penalty 2901.290811 = -675402.345317
  nChanged 52
		SP:Iteration 43Q (81418.350000 sec): 3 clusters
  Score: Raw -678327.976986 + Penalty 2901.290811 = -675426.686175
  nChanged 44
		SP:Iteration 44Q (81418.550000 sec): 3 clusters
  Score: Raw -678342.916336 + Penalty 2901.290811 = -675441.625526
  nChanged 44
		SP:Iteration 45Q (81418.750000 sec): 3 clusters
  Score: Raw -678355.382104 + Penalty 2901.290811 = -675454.091294
  nChanged 29
		SP:Iteration 46Q (81418.950000 sec): 3 clusters
  Score: Raw -678365.168267 + Penalty 2901.290811 = -675463.877456
  nChanged 34
		SP:Iteration 47Q (81419.150000 sec): 3 clusters
  Score: Raw -678374.409944 + Penalty 2901.290811 = -675473.119133
  nChanged 30
		SP:Iteration 48Q (81419.350000 sec): 3 clusters
  Score: Raw -678382.403640 + Penalty 2901.290811 = -675481.112830
  nChanged 19
		SP:Iteration 49Q (81419.550000 sec): 3 clusters
  Score: Raw -678386.418928 + Penalty 2901.290811 = -675485.128118
  nChanged 11
		SP:Iteration 50Q (81419.750000 sec): 3 clusters
  Score: Raw -678388.847352 + Penalty 2901.290811 = -675487.556542
  nChanged 15
		SP:Iteration 51Q (81419.950000 sec): 3 clusters
  Score: Raw -678394.125295 + Penalty 2901.290811 = -675492.834484
  nChanged 26
		SP:Iteration 52Q (81420.150000 sec): 3 clusters
  Score: Raw -678404.085499 + Penalty 2901.290811 = -675502.794688
  nChanged 21
		SP:Iteration 53Q (81420.350000 sec): 3 clusters
  Score: Raw -678411.852742 + Penalty 2901.290811 = -675510.561932
  nChanged 21
		SP:Iteration 54Q (81420.540000 sec): 3 clusters
  Score: Raw -678417.595927 + Penalty 2901.290811 = -675516.305117
  nChanged 23
		SP:Iteration 55Q (81420.740000 sec): 3 clusters
  Score: Raw -678425.672178 + Penalty 2901.290811 = -675524.381367
  nChanged 16
		SP:Iteration 56Q (81420.950000 sec): 3 clusters
  Score: Raw -678431.794433 + Penalty 2901.290811 = -675530.503622
  nChanged 14
		SP:Iteration 57Q (81421.150000 sec): 3 clusters
  Score: Raw -678437.334462 + Penalty 2901.290811 = -675536.043652
  nChanged 14
		SP:Iteration 58Q (81421.350000 sec): 3 clusters
  Score: Raw -678440.425593 + Penalty 2901.290811 = -675539.134782
  nChanged 13
		SP:Iteration 59Q (81421.550000 sec): 3 clusters
  Score: Raw -678444.220709 + Penalty 2901.290811 = -675542.929898
  nChanged 19
		SP:Iteration 60F (81421.750000 sec): 3 clusters
  Score: Raw -678449.032253 + Penalty 2901.290811 = -675547.741443
  nChanged 14
		SP:Iteration 61Q (81421.950000 sec): 3 clusters
  Score: Raw -678451.363933 + Penalty 2901.290811 = -675550.073122
  nChanged 9
		SP:Iteration 62Q (81422.150000 sec): 3 clusters
  Score: Raw -678453.762610 + Penalty 2901.290811 = -675552.471800
  nChanged 9
		SP:Iteration 63Q (81422.340000 sec): 3 clusters
  Score: Raw -678456.047027 + Penalty 2901.290811 = -675554.756216
  nChanged 8
		SP:Iteration 64Q (81422.540000 sec): 3 clusters
  Score: Raw -678458.982658 + Penalty 2901.290811 = -675557.691848
  nChanged 9
		SP:Iteration 65Q (81422.740000 sec): 3 clusters
  Score: Raw -678462.469403 + Penalty 2901.290811 = -675561.178592
  nChanged 12
		SP:Iteration 66Q (81422.940000 sec): 3 clusters
  Score: Raw -678467.294505 + Penalty 2901.290811 = -675566.003695
  nChanged 8
		SP:Iteration 67Q (81423.140000 sec): 3 clusters
  Score: Raw -678470.307942 + Penalty 2901.290811 = -675569.017131
  nChanged 10
		SP:Iteration 68Q (81423.350000 sec): 3 clusters
  Score: Raw -678473.158739 + Penalty 2901.290811 = -675571.867928
  nChanged 4
		SP:Iteration 69Q (81423.550000 sec): 3 clusters
  Score: Raw -678474.774759 + Penalty 2901.290811 = -675573.483949
  nChanged 9
		SP:Iteration 70Q (81423.750000 sec): 3 clusters
  Score: Raw -678478.548865 + Penalty 2901.290811 = -675577.258055
  nChanged 10
		SP:Iteration 71Q (81423.950000 sec): 3 clusters
  Score: Raw -678482.317798 + Penalty 2901.290811 = -675581.026988
  nChanged 12
		SP:Iteration 72Q (81424.150000 sec): 3 clusters
  Score: Raw -678486.337990 + Penalty 2901.290811 = -675585.047179
  nChanged 10
		SP:Iteration 73Q (81424.350000 sec): 3 clusters
  Score: Raw -678488.791944 + Penalty 2901.290811 = -675587.501133
  nChanged 7
		SP:Iteration 74Q (81424.540000 sec): 3 clusters
  Score: Raw -678492.319833 + Penalty 2901.290811 = -675591.029022
  nChanged 13
		SP:Iteration 75Q (81424.660000 sec): 3 clusters
  Score: Raw -678495.388699 + Penalty 2901.290811 = -675594.097889
  nChanged 7
		SP:Iteration 76Q (81424.870000 sec): 3 clusters
  Score: Raw -678497.889460 + Penalty 2901.290811 = -675596.598649
  nChanged 11
		SP:Iteration 77Q (81425.060000 sec): 3 clusters
  Score: Raw -678501.213131 + Penalty 2901.290811 = -675599.922321
  nChanged 11
		SP:Iteration 78Q (81425.260000 sec): 3 clusters
  Score: Raw -678505.029174 + Penalty 2901.290811 = -675603.738363
  nChanged 4
		SP:Iteration 79Q (81425.460000 sec): 3 clusters
  Score: Raw -678506.214665 + Penalty 2901.290811 = -675604.923854
  nChanged 5
		SP:Iteration 80F (81425.660000 sec): 3 clusters
  Score: Raw -678508.595457 + Penalty 2901.290811 = -675607.304646
  nChanged 9
		SP:Iteration 81Q (81425.860000 sec): 3 clusters
  Score: Raw -678511.081109 + Penalty 2901.290811 = -675609.790298
  nChanged 5
		SP:Iteration 82Q (81426.060000 sec): 3 clusters
  Score: Raw -678512.617487 + Penalty 2901.290811 = -675611.326677
  nChanged 4
		SP:Iteration 83Q (81426.260000 sec): 3 clusters
  Score: Raw -678513.570485 + Penalty 2901.290811 = -675612.279674
  nChanged 1
		SP:Iteration 84Q (81426.460000 sec): 3 clusters
  Score: Raw -678513.782897 + Penalty 2901.290811 = -675612.492087
  nChanged 1
		SP:Iteration 85Q (81426.660000 sec): 3 clusters
  Score: Raw -678514.005774 + Penalty 2901.290811 = -675612.714963
  nChanged 1
		SP:Iteration 86Q (81426.860000 sec): 3 clusters
  Score: Raw -678514.052210 + Penalty 2901.290811 = -675612.761399
  nChanged 0
		SP:Iteration 87F (81427.050000 sec): 3 clusters
  Score: Raw -678514.052210 + Penalty 2901.290811 = -675612.761399
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (5427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81427.170000 sec): 2 clusters
  Score: Raw -460935.833043 + Penalty 1397.360538 = -459538.472505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81427.340000 sec): 3 clusters
  Score: Raw -458128.074978 + Penalty 2794.721077 = -455333.353901
  nChanged 2202
		SP:Iteration 1F (81427.510000 sec): 3 clusters
  Score: Raw -459434.333240 + Penalty 2794.721077 = -456639.612163
  nChanged 471
		SP:Iteration 2F (81427.690000 sec): 3 clusters
  Score: Raw -459848.161857 + Penalty 2794.721077 = -457053.440780
  nChanged 420
		SP:Iteration 3F (81427.860000 sec): 3 clusters
  Score: Raw -460226.755272 + Penalty 2794.721077 = -457432.034195
  nChanged 378
		SP:Iteration 4F (81428.030000 sec): 3 clusters
  Score: Raw -460526.101623 + Penalty 2794.721077 = -457731.380546
  nChanged 288
		SP:Iteration 5F (81428.200000 sec): 3 clusters
  Score: Raw -460731.960494 + Penalty 2794.721077 = -457937.239417
  nChanged 253
		SP:Iteration 6Q (81428.370000 sec): 3 clusters
  Score: Raw -460905.586852 + Penalty 2794.721077 = -458110.865775
  nChanged 212
		SP:Iteration 7Q (81428.550000 sec): 3 clusters
  Score: Raw -461046.023533 + Penalty 2794.721077 = -458251.302456
  nChanged 176
		SP:Iteration 8Q (81428.720000 sec): 3 clusters
  Score: Raw -461140.277689 + Penalty 2794.721077 = -458345.556613
  nChanged 140
		SP:Iteration 9Q (81428.890000 sec): 3 clusters
  Score: Raw -461215.870307 + Penalty 2794.721077 = -458421.149230
  nChanged 121
		SP:Iteration 10Q (81429.060000 sec): 3 clusters
  Score: Raw -461278.946017 + Penalty 2794.721077 = -458484.224941
  nChanged 104
		SP:Iteration 11Q (81429.230000 sec): 3 clusters
  Score: Raw -461322.779641 + Penalty 2794.721077 = -458528.058564
  nChanged 85
		SP:Iteration 12Q (81429.410000 sec): 3 clusters
  Score: Raw -461356.034356 + Penalty 2794.721077 = -458561.313280
  nChanged 72
		SP:Iteration 13Q (81429.570000 sec): 3 clusters
  Score: Raw -461383.483658 + Penalty 2794.721077 = -458588.762581
  nChanged 64
		SP:Iteration 14Q (81429.750000 sec): 3 clusters
  Score: Raw -461403.242234 + Penalty 2794.721077 = -458608.521157
  nChanged 58
		SP:Iteration 15Q (81429.920000 sec): 3 clusters
  Score: Raw -461421.697160 + Penalty 2794.721077 = -458626.976084
  nChanged 48
		SP:Iteration 16Q (81430.090000 sec): 3 clusters
  Score: Raw -461434.383019 + Penalty 2794.721077 = -458639.661942
  nChanged 38
		SP:Iteration 17Q (81430.300000 sec): 3 clusters
  Score: Raw -461442.299203 + Penalty 2794.721077 = -458647.578127
  nChanged 28
		SP:Iteration 18Q (81430.490000 sec): 3 clusters
  Score: Raw -461449.352057 + Penalty 2794.721077 = -458654.630980
  nChanged 31
		SP:Iteration 19Q (81430.670000 sec): 3 clusters
  Score: Raw -461456.250776 + Penalty 2794.721077 = -458661.529699
  nChanged 26
		SP:Iteration 20F (81430.840000 sec): 3 clusters
  Score: Raw -461463.370023 + Penalty 2794.721077 = -458668.648946
  nChanged 45
		SP:Iteration 21Q (81431.010000 sec): 3 clusters
  Score: Raw -461480.849714 + Penalty 2794.721077 = -458686.128638
  nChanged 47
		SP:Iteration 22Q (81431.180000 sec): 3 clusters
  Score: Raw -461498.406545 + Penalty 2794.721077 = -458703.685469
  nChanged 39
		SP:Iteration 23Q (81431.350000 sec): 3 clusters
  Score: Raw -461513.734580 + Penalty 2794.721077 = -458719.013504
  nChanged 43
		SP:Iteration 24Q (81431.530000 sec): 3 clusters
  Score: Raw -461528.380559 + Penalty 2794.721077 = -458733.659483
  nChanged 38
		SP:Iteration 25Q (81431.700000 sec): 3 clusters
  Score: Raw -461541.355120 + Penalty 2794.721077 = -458746.634043
  nChanged 32
		SP:Iteration 26Q (81431.870000 sec): 3 clusters
  Score: Raw -461553.392865 + Penalty 2794.721077 = -458758.671789
  nChanged 36
		SP:Iteration 27Q (81432.040000 sec): 3 clusters
  Score: Raw -461568.535380 + Penalty 2794.721077 = -458773.814303
  nChanged 43
		SP:Iteration 28Q (81432.210000 sec): 3 clusters
  Score: Raw -461587.358803 + Penalty 2794.721077 = -458792.637726
  nChanged 36
		SP:Iteration 29Q (81432.410000 sec): 3 clusters
  Score: Raw -461600.359722 + Penalty 2794.721077 = -458805.638645
  nChanged 33
		SP:Iteration 30Q (81432.600000 sec): 3 clusters
  Score: Raw -461612.523726 + Penalty 2794.721077 = -458817.802650
  nChanged 35
		SP:Iteration 31Q (81432.770000 sec): 3 clusters
  Score: Raw -461622.045384 + Penalty 2794.721077 = -458827.324308
  nChanged 25
		SP:Iteration 32Q (81432.950000 sec): 3 clusters
  Score: Raw -461627.629074 + Penalty 2794.721077 = -458832.907998
  nChanged 21
		SP:Iteration 33Q (81433.120000 sec): 3 clusters
  Score: Raw -461636.439644 + Penalty 2794.721077 = -458841.718567
  nChanged 31
		SP:Iteration 34Q (81433.290000 sec): 3 clusters
  Score: Raw -461646.875972 + Penalty 2794.721077 = -458852.154895
  nChanged 26
		SP:Iteration 35Q (81433.460000 sec): 3 clusters
  Score: Raw -461654.365199 + Penalty 2794.721077 = -458859.644122
  nChanged 19
		SP:Iteration 36Q (81433.630000 sec): 3 clusters
  Score: Raw -461657.477139 + Penalty 2794.721077 = -458862.756063
  nChanged 11
		SP:Iteration 37Q (81433.810000 sec): 3 clusters
  Score: Raw -461658.926082 + Penalty 2794.721077 = -458864.205005
  nChanged 9
		SP:Iteration 38Q (81433.980000 sec): 3 clusters
  Score: Raw -461660.699094 + Penalty 2794.721077 = -458865.978017
  nChanged 10
		SP:Iteration 39Q (81434.150000 sec): 3 clusters
  Score: Raw -461662.438636 + Penalty 2794.721077 = -458867.717560
  nChanged 7
		SP:Iteration 40F (81434.320000 sec): 3 clusters
  Score: Raw -461663.394401 + Penalty 2794.721077 = -458868.673325
  nChanged 7
		SP:Iteration 41Q (81434.490000 sec): 3 clusters
  Score: Raw -461664.680157 + Penalty 2794.721077 = -458869.959080
  nChanged 9
		SP:Iteration 42Q (81434.670000 sec): 3 clusters
  Score: Raw -461666.485460 + Penalty 2794.721077 = -458871.764383
  nChanged 6
		SP:Iteration 43Q (81434.880000 sec): 3 clusters
  Score: Raw -461667.949205 + Penalty 2794.721077 = -458873.228129
  nChanged 10
		SP:Iteration 44Q (81435.020000 sec): 3 clusters
  Score: Raw -461670.631091 + Penalty 2794.721077 = -458875.910014
  nChanged 15
		SP:Iteration 45Q (81435.190000 sec): 3 clusters
  Score: Raw -461674.300429 + Penalty 2794.721077 = -458879.579352
  nChanged 8
		SP:Iteration 46Q (81435.370000 sec): 3 clusters
  Score: Raw -461675.891948 + Penalty 2794.721077 = -458881.170871
  nChanged 3
		SP:Iteration 47Q (81435.540000 sec): 3 clusters
  Score: Raw -461676.413181 + Penalty 2794.721077 = -458881.692105
  nChanged 3
		SP:Iteration 48Q (81435.710000 sec): 3 clusters
  Score: Raw -461676.892220 + Penalty 2794.721077 = -458882.171143
  nChanged 3
		SP:Iteration 49Q (81435.880000 sec): 3 clusters
  Score: Raw -461677.232509 + Penalty 2794.721077 = -458882.511433
  nChanged 1
		SP:Iteration 50Q (81436.050000 sec): 3 clusters
  Score: Raw -461677.432452 + Penalty 2794.721077 = -458882.711376
  nChanged 2
		SP:Iteration 51Q (81436.230000 sec): 3 clusters
  Score: Raw -461677.898676 + Penalty 2794.721077 = -458883.177599
  nChanged 2
		SP:Iteration 52Q (81436.400000 sec): 3 clusters
  Score: Raw -461678.156385 + Penalty 2794.721077 = -458883.435308
  nChanged 2
		SP:Iteration 53Q (81436.570000 sec): 3 clusters
  Score: Raw -461678.346804 + Penalty 2794.721077 = -458883.625728
  nChanged 1
		SP:Iteration 54Q (81436.740000 sec): 3 clusters
  Score: Raw -461678.903389 + Penalty 2794.721077 = -458884.182312
  nChanged 1
		SP:Iteration 55Q (81436.910000 sec): 3 clusters
  Score: Raw -461679.114920 + Penalty 2794.721077 = -458884.393843
  nChanged 1
		SP:Iteration 56Q (81437.090000 sec): 3 clusters
  Score: Raw -461679.178296 + Penalty 2794.721077 = -458884.457219
  nChanged 2
		SP:Iteration 57Q (81437.260000 sec): 3 clusters
  Score: Raw -461679.278620 + Penalty 2794.721077 = -458884.557544
  nChanged 0
		SP:Iteration 58F (81437.430000 sec): 3 clusters
  Score: Raw -461679.278620 + Penalty 2794.721077 = -458884.557544
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (3636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81437.530000 sec): 2 clusters
  Score: Raw -299279.412927 + Penalty 1332.278911 = -297947.134015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81437.700000 sec): 3 clusters
  Score: Raw -297490.257171 + Penalty 2664.557823 = -294825.699348
  nChanged 1423
		SP:Iteration 1F (81437.880000 sec): 3 clusters
  Score: Raw -298329.596556 + Penalty 2664.557823 = -295665.038733
  nChanged 328
		SP:Iteration 2F (81438.060000 sec): 3 clusters
  Score: Raw -298564.906976 + Penalty 2664.557823 = -295900.349153
  nChanged 233
		SP:Iteration 3F (81438.230000 sec): 3 clusters
  Score: Raw -298714.285632 + Penalty 2664.557823 = -296049.727809
  nChanged 178
		SP:Iteration 4Q (81438.410000 sec): 3 clusters
  Score: Raw -298839.525772 + Penalty 2664.557823 = -296174.967949
  nChanged 193
		SP:Iteration 5F (81438.580000 sec): 3 clusters
  Score: Raw -298977.984788 + Penalty 2664.557823 = -296313.426965
  nChanged 159
		SP:Iteration 6Q (81438.760000 sec): 3 clusters
  Score: Raw -299089.325868 + Penalty 2664.557823 = -296424.768045
  nChanged 136
		SP:Iteration 7Q (81438.940000 sec): 3 clusters
  Score: Raw -299177.458618 + Penalty 2664.557823 = -296512.900795
  nChanged 120
		SP:Iteration 8Q (81439.110000 sec): 3 clusters
  Score: Raw -299256.188430 + Penalty 2664.557823 = -296591.630607
  nChanged 101
		SP:Iteration 9Q (81439.280000 sec): 3 clusters
  Score: Raw -299315.418124 + Penalty 2664.557823 = -296650.860301
  nChanged 91
		SP:Iteration 10Q (81439.460000 sec): 3 clusters
  Score: Raw -299363.971000 + Penalty 2664.557823 = -296699.413177
  nChanged 64
		SP:Iteration 11Q (81439.640000 sec): 3 clusters
  Score: Raw -299397.969773 + Penalty 2664.557823 = -296733.411950
  nChanged 56
		SP:Iteration 12Q (81439.810000 sec): 3 clusters
  Score: Raw -299421.686944 + Penalty 2664.557823 = -296757.129121
  nChanged 49
		SP:Iteration 13Q (81439.990000 sec): 3 clusters
  Score: Raw -299441.129080 + Penalty 2664.557823 = -296776.571257
  nChanged 40
		SP:Iteration 14Q (81440.210000 sec): 3 clusters
  Score: Raw -299455.855479 + Penalty 2664.557823 = -296791.297656
  nChanged 35
		SP:Iteration 15Q (81440.360000 sec): 3 clusters
  Score: Raw -299470.427317 + Penalty 2664.557823 = -296805.869494
  nChanged 33
		SP:Iteration 16Q (81440.540000 sec): 3 clusters
  Score: Raw -299486.707308 + Penalty 2664.557823 = -296822.149485
  nChanged 44
		SP:Iteration 17Q (81440.710000 sec): 3 clusters
  Score: Raw -299507.328952 + Penalty 2664.557823 = -296842.771129
  nChanged 34
		SP:Iteration 18Q (81440.890000 sec): 3 clusters
  Score: Raw -299521.242532 + Penalty 2664.557823 = -296856.684709
  nChanged 24
		SP:Iteration 19Q (81441.060000 sec): 3 clusters
  Score: Raw -299530.662976 + Penalty 2664.557823 = -296866.105153
  nChanged 25
		SP:Iteration 20F (81441.240000 sec): 3 clusters
  Score: Raw -299541.330191 + Penalty 2664.557823 = -296876.772368
  nChanged 27
		SP:Iteration 21Q (81441.410000 sec): 3 clusters
  Score: Raw -299552.389811 + Penalty 2664.557823 = -296887.831988
  nChanged 22
		SP:Iteration 22Q (81441.590000 sec): 3 clusters
  Score: Raw -299561.169208 + Penalty 2664.557823 = -296896.611385
  nChanged 20
		SP:Iteration 23Q (81441.760000 sec): 3 clusters
  Score: Raw -299569.026580 + Penalty 2664.557823 = -296904.468757
  nChanged 21
		SP:Iteration 24Q (81441.940000 sec): 3 clusters
  Score: Raw -299577.451072 + Penalty 2664.557823 = -296912.893249
  nChanged 14
		SP:Iteration 25Q (81442.120000 sec): 3 clusters
  Score: Raw -299581.581334 + Penalty 2664.557823 = -296917.023511
  nChanged 12
		SP:Iteration 26Q (81442.290000 sec): 3 clusters
  Score: Raw -299586.054006 + Penalty 2664.557823 = -296921.496183
  nChanged 12
		SP:Iteration 27Q (81442.470000 sec): 3 clusters
  Score: Raw -299591.078740 + Penalty 2664.557823 = -296926.520917
  nChanged 9
		SP:Iteration 28Q (81442.640000 sec): 3 clusters
  Score: Raw -299593.363348 + Penalty 2664.557823 = -296928.805525
  nChanged 10
		SP:Iteration 29Q (81442.820000 sec): 3 clusters
  Score: Raw -299596.917640 + Penalty 2664.557823 = -296932.359817
  nChanged 12
		SP:Iteration 30Q (81443.000000 sec): 3 clusters
  Score: Raw -299600.592582 + Penalty 2664.557823 = -296936.034760
  nChanged 14
		SP:Iteration 31Q (81443.170000 sec): 3 clusters
  Score: Raw -299605.017523 + Penalty 2664.557823 = -296940.459700
  nChanged 10
		SP:Iteration 32Q (81443.350000 sec): 3 clusters
  Score: Raw -299610.068026 + Penalty 2664.557823 = -296945.510203
  nChanged 15
		SP:Iteration 33Q (81443.520000 sec): 3 clusters
  Score: Raw -299615.505436 + Penalty 2664.557823 = -296950.947613
  nChanged 21
		SP:Iteration 34Q (81443.700000 sec): 3 clusters
  Score: Raw -299623.995783 + Penalty 2664.557823 = -296959.437960
  nChanged 22
		SP:Iteration 35Q (81443.880000 sec): 3 clusters
  Score: Raw -299636.972741 + Penalty 2664.557823 = -296972.414918
  nChanged 24
		SP:Iteration 36Q (81444.050000 sec): 3 clusters
  Score: Raw -299647.071586 + Penalty 2664.557823 = -296982.513763
  nChanged 22
		SP:Iteration 37Q (81444.230000 sec): 3 clusters
  Score: Raw -299655.330577 + Penalty 2664.557823 = -296990.772754
  nChanged 20
		SP:Iteration 38Q (81444.400000 sec): 3 clusters
  Score: Raw -299666.277336 + Penalty 2664.557823 = -297001.719513
  nChanged 18
		SP:Iteration 39Q (81444.580000 sec): 3 clusters
  Score: Raw -299677.606528 + Penalty 2664.557823 = -297013.048705
  nChanged 20
		SP:Iteration 40F (81444.800000 sec): 3 clusters
  Score: Raw -299687.006776 + Penalty 2664.557823 = -297022.448953
  nChanged 29
		SP:Iteration 41Q (81444.950000 sec): 3 clusters
  Score: Raw -299697.803406 + Penalty 2664.557823 = -297033.245584
  nChanged 21
		SP:Iteration 42Q (81445.120000 sec): 3 clusters
  Score: Raw -299708.558135 + Penalty 2664.557823 = -297044.000312
  nChanged 26
		SP:Iteration 43Q (81445.300000 sec): 3 clusters
  Score: Raw -299718.417740 + Penalty 2664.557823 = -297053.859917
  nChanged 18
		SP:Iteration 44Q (81445.480000 sec): 3 clusters
  Score: Raw -299725.902652 + Penalty 2664.557823 = -297061.344829
  nChanged 24
		SP:Iteration 45Q (81445.650000 sec): 3 clusters
  Score: Raw -299734.982018 + Penalty 2664.557823 = -297070.424195
  nChanged 21
		SP:Iteration 46Q (81445.830000 sec): 3 clusters
  Score: Raw -299741.364653 + Penalty 2664.557823 = -297076.806830
  nChanged 26
		SP:Iteration 47Q (81446.000000 sec): 3 clusters
  Score: Raw -299752.636703 + Penalty 2664.557823 = -297088.078880
  nChanged 24
		SP:Iteration 48Q (81446.180000 sec): 3 clusters
  Score: Raw -299761.187083 + Penalty 2664.557823 = -297096.629260
  nChanged 21
		SP:Iteration 49Q (81446.360000 sec): 3 clusters
  Score: Raw -299769.127498 + Penalty 2664.557823 = -297104.569675
  nChanged 19
		SP:Iteration 50Q (81446.530000 sec): 3 clusters
  Score: Raw -299778.371507 + Penalty 2664.557823 = -297113.813684
  nChanged 17
		SP:Iteration 51Q (81446.710000 sec): 3 clusters
  Score: Raw -299783.882222 + Penalty 2664.557823 = -297119.324399
  nChanged 6
		SP:Iteration 52Q (81446.880000 sec): 3 clusters
  Score: Raw -299785.864699 + Penalty 2664.557823 = -297121.306876
  nChanged 6
		SP:Iteration 53Q (81447.060000 sec): 3 clusters
  Score: Raw -299788.100720 + Penalty 2664.557823 = -297123.542897
  nChanged 3
		SP:Iteration 54Q (81447.240000 sec): 3 clusters
  Score: Raw -299788.839556 + Penalty 2664.557823 = -297124.281733
  nChanged 2
		SP:Iteration 55Q (81447.430000 sec): 3 clusters
  Score: Raw -299789.414474 + Penalty 2664.557823 = -297124.856651
  nChanged 3
		SP:Iteration 56Q (81447.580000 sec): 3 clusters
  Score: Raw -299790.266734 + Penalty 2664.557823 = -297125.708911
  nChanged 3
		SP:Iteration 57Q (81447.760000 sec): 3 clusters
  Score: Raw -299790.593350 + Penalty 2664.557823 = -297126.035527
  nChanged 0
		SP:Iteration 58F (81447.940000 sec): 3 clusters
  Score: Raw -299790.593350 + Penalty 2664.557823 = -297126.035527
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81448.020000 sec): 2 clusters
  Score: Raw -57838.204902 + Penalty 1066.167483 = -56772.037419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81448.200000 sec): 3 clusters
  Score: Raw -57683.552150 + Penalty 2132.334966 = -55551.217183
  nChanged 194
		SP:Iteration 1F (81448.380000 sec): 3 clusters
  Score: Raw -57914.284088 + Penalty 2132.334966 = -55781.949121
  nChanged 50
		SP:Iteration 2F (81448.550000 sec): 3 clusters
  Score: Raw -57984.139502 + Penalty 2132.334966 = -55851.804536
  nChanged 29
		SP:Iteration 3Q (81448.730000 sec): 3 clusters
  Score: Raw -58029.528626 + Penalty 2132.334966 = -55897.193659
  nChanged 23
		SP:Iteration 4Q (81448.900000 sec): 3 clusters
  Score: Raw -58076.483984 + Penalty 2132.334966 = -55944.149018
  nChanged 18
		SP:Iteration 5Q (81449.080000 sec): 3 clusters
  Score: Raw -58123.609863 + Penalty 2132.334966 = -55991.274897
  nChanged 16
		SP:Iteration 6Q (81449.260000 sec): 3 clusters
  Score: Raw -58150.488386 + Penalty 2132.334966 = -56018.153420
  nChanged 13
		SP:Iteration 7Q (81449.430000 sec): 3 clusters
  Score: Raw -58168.936359 + Penalty 2132.334966 = -56036.601393
  nChanged 7
		SP:Iteration 8Q (81449.610000 sec): 3 clusters
  Score: Raw -58181.915658 + Penalty 2132.334966 = -56049.580691
  nChanged 9
		SP:Iteration 9Q (81449.780000 sec): 3 clusters
  Score: Raw -58193.468289 + Penalty 2132.334966 = -56061.133322
  nChanged 8
		SP:Iteration 10Q (81449.960000 sec): 3 clusters
  Score: Raw -58208.060593 + Penalty 2132.334966 = -56075.725626
  nChanged 5
		SP:Iteration 11Q (81450.140000 sec): 3 clusters
  Score: Raw -58213.415092 + Penalty 2132.334966 = -56081.080125
  nChanged 3
		SP:Iteration 12Q (81450.310000 sec): 3 clusters
  Score: Raw -58215.713512 + Penalty 2132.334966 = -56083.378545
  nChanged 3
		SP:Iteration 13Q (81450.480000 sec): 3 clusters
  Score: Raw -58219.381220 + Penalty 2132.334966 = -56087.046254
  nChanged 1
		SP:Iteration 14Q (81450.660000 sec): 3 clusters
  Score: Raw -58220.593845 + Penalty 2132.334966 = -56088.258879
  nChanged 2
		SP:Iteration 15Q (81450.840000 sec): 3 clusters
  Score: Raw -58222.466801 + Penalty 2132.334966 = -56090.131835
  nChanged 0
		SP:Iteration 16F (81451.010000 sec): 3 clusters
  Score: Raw -58222.466801 + Penalty 2132.334966 = -56090.131835
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81451.160000 sec): 2 clusters
  Score: Raw -486411.219449 + Penalty 1407.600831 = -485003.618618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81451.340000 sec): 3 clusters
  Score: Raw -483342.056385 + Penalty 2815.201663 = -480526.854723
  nChanged 2389
		SP:Iteration 1F (81451.480000 sec): 3 clusters
  Score: Raw -484783.616843 + Penalty 2815.201663 = -481968.415181
  nChanged 500
		SP:Iteration 2F (81451.650000 sec): 3 clusters
  Score: Raw -485129.341903 + Penalty 2815.201663 = -482314.140241
  nChanged 417
		SP:Iteration 3F (81451.820000 sec): 3 clusters
  Score: Raw -485409.446489 + Penalty 2815.201663 = -482594.244826
  nChanged 356
		SP:Iteration 4F (81451.990000 sec): 3 clusters
  Score: Raw -485638.423119 + Penalty 2815.201663 = -482823.221456
  nChanged 283
		SP:Iteration 5Q (81452.160000 sec): 3 clusters
  Score: Raw -485825.397310 + Penalty 2815.201663 = -483010.195648
  nChanged 261
		SP:Iteration 6Q (81452.320000 sec): 3 clusters
  Score: Raw -485978.128267 + Penalty 2815.201663 = -483162.926604
  nChanged 186
		SP:Iteration 7Q (81452.500000 sec): 3 clusters
  Score: Raw -486078.913895 + Penalty 2815.201663 = -483263.712232
  nChanged 162
		SP:Iteration 8Q (81452.660000 sec): 3 clusters
  Score: Raw -486183.360839 + Penalty 2815.201663 = -483368.159176
  nChanged 173
		SP:Iteration 9Q (81452.830000 sec): 3 clusters
  Score: Raw -486283.760593 + Penalty 2815.201663 = -483468.558930
  nChanged 162
		SP:Iteration 10Q (81453.000000 sec): 3 clusters
  Score: Raw -486366.803594 + Penalty 2815.201663 = -483551.601932
  nChanged 140
		SP:Iteration 11Q (81453.170000 sec): 3 clusters
  Score: Raw -486431.827538 + Penalty 2815.201663 = -483616.625876
  nChanged 115
		SP:Iteration 12Q (81453.340000 sec): 3 clusters
  Score: Raw -486476.746518 + Penalty 2815.201663 = -483661.544856
  nChanged 90
		SP:Iteration 13Q (81453.510000 sec): 3 clusters
  Score: Raw -486506.985393 + Penalty 2815.201663 = -483691.783730
  nChanged 82
		SP:Iteration 14Q (81453.680000 sec): 3 clusters
  Score: Raw -486534.317407 + Penalty 2815.201663 = -483719.115744
  nChanged 62
		SP:Iteration 15Q (81453.850000 sec): 3 clusters
  Score: Raw -486553.766404 + Penalty 2815.201663 = -483738.564741
  nChanged 55
		SP:Iteration 16Q (81454.020000 sec): 3 clusters
  Score: Raw -486573.986309 + Penalty 2815.201663 = -483758.784647
  nChanged 62
		SP:Iteration 17Q (81454.190000 sec): 3 clusters
  Score: Raw -486593.571309 + Penalty 2815.201663 = -483778.369646
  nChanged 61
		SP:Iteration 18Q (81454.360000 sec): 3 clusters
  Score: Raw -486610.776584 + Penalty 2815.201663 = -483795.574921
  nChanged 38
		SP:Iteration 19Q (81454.520000 sec): 3 clusters
  Score: Raw -486622.070379 + Penalty 2815.201663 = -483806.868717
  nChanged 32
		SP:Iteration 20F (81454.690000 sec): 3 clusters
  Score: Raw -486632.240507 + Penalty 2815.201663 = -483817.038844
  nChanged 31
		SP:Iteration 21Q (81454.860000 sec): 3 clusters
  Score: Raw -486642.459448 + Penalty 2815.201663 = -483827.257785
  nChanged 26
		SP:Iteration 22Q (81455.030000 sec): 3 clusters
  Score: Raw -486649.206615 + Penalty 2815.201663 = -483834.004953
  nChanged 30
		SP:Iteration 23Q (81455.200000 sec): 3 clusters
  Score: Raw -486656.474268 + Penalty 2815.201663 = -483841.272605
  nChanged 29
		SP:Iteration 24Q (81455.370000 sec): 3 clusters
  Score: Raw -486663.390246 + Penalty 2815.201663 = -483848.188583
  nChanged 24
		SP:Iteration 25Q (81455.540000 sec): 3 clusters
  Score: Raw -486669.937145 + Penalty 2815.201663 = -483854.735482
  nChanged 23
		SP:Iteration 26Q (81455.710000 sec): 3 clusters
  Score: Raw -486676.088015 + Penalty 2815.201663 = -483860.886352
  nChanged 26
		SP:Iteration 27Q (81455.910000 sec): 3 clusters
  Score: Raw -486682.479438 + Penalty 2815.201663 = -483867.277775
  nChanged 17
		SP:Iteration 28Q (81456.090000 sec): 3 clusters
  Score: Raw -486686.072431 + Penalty 2815.201663 = -483870.870769
  nChanged 13
		SP:Iteration 29Q (81456.260000 sec): 3 clusters
  Score: Raw -486688.634160 + Penalty 2815.201663 = -483873.432497
  nChanged 12
		SP:Iteration 30Q (81456.430000 sec): 3 clusters
  Score: Raw -486689.741050 + Penalty 2815.201663 = -483874.539387
  nChanged 5
		SP:Iteration 31Q (81456.600000 sec): 3 clusters
  Score: Raw -486690.333726 + Penalty 2815.201663 = -483875.132063
  nChanged 2
		SP:Iteration 32Q (81456.760000 sec): 3 clusters
  Score: Raw -486690.769126 + Penalty 2815.201663 = -483875.567464
  nChanged 3
		SP:Iteration 33Q (81456.940000 sec): 3 clusters
  Score: Raw -486691.653343 + Penalty 2815.201663 = -483876.451681
  nChanged 2
		SP:Iteration 34Q (81457.100000 sec): 3 clusters
  Score: Raw -486691.789969 + Penalty 2815.201663 = -483876.588307
  nChanged 4
		SP:Iteration 35Q (81457.270000 sec): 3 clusters
  Score: Raw -486692.209341 + Penalty 2815.201663 = -483877.007679
  nChanged 2
		SP:Iteration 36Q (81457.470000 sec): 3 clusters
  Score: Raw -486692.658454 + Penalty 2815.201663 = -483877.456791
  nChanged 2
		SP:Iteration 37Q (81457.660000 sec): 3 clusters
  Score: Raw -486692.870113 + Penalty 2815.201663 = -483877.668451
  nChanged 1
		SP:Iteration 38Q (81457.880000 sec): 3 clusters
  Score: Raw -486693.338409 + Penalty 2815.201663 = -483878.136746
  nChanged 2
		SP:Iteration 39Q (81458.030000 sec): 3 clusters
  Score: Raw -486693.951902 + Penalty 2815.201663 = -483878.750240
  nChanged 3
		SP:Iteration 40F (81458.200000 sec): 3 clusters
  Score: Raw -486694.534510 + Penalty 2815.201663 = -483879.332848
  nChanged 5
		SP:Iteration 41Q (81458.360000 sec): 3 clusters
  Score: Raw -486695.565792 + Penalty 2815.201663 = -483880.364129
  nChanged 4
		SP:Iteration 42Q (81458.530000 sec): 3 clusters
  Score: Raw -486696.453778 + Penalty 2815.201663 = -483881.252115
  nChanged 4
		SP:Iteration 43Q (81458.700000 sec): 3 clusters
  Score: Raw -486697.539812 + Penalty 2815.201663 = -483882.338149
  nChanged 4
		SP:Iteration 44Q (81458.870000 sec): 3 clusters
  Score: Raw -486698.209116 + Penalty 2815.201663 = -483883.007453
  nChanged 4
		SP:Iteration 45Q (81459.040000 sec): 3 clusters
  Score: Raw -486699.092053 + Penalty 2815.201663 = -483883.890391
  nChanged 4
		SP:Iteration 46Q (81459.260000 sec): 3 clusters
  Score: Raw -486699.557090 + Penalty 2815.201663 = -483884.355427
  nChanged 1
		SP:Iteration 47Q (81459.470000 sec): 3 clusters
  Score: Raw -486699.780190 + Penalty 2815.201663 = -483884.578527
  nChanged 1
		SP:Iteration 48Q (81459.640000 sec): 3 clusters
  Score: Raw -486699.906260 + Penalty 2815.201663 = -483884.704598
  nChanged 0
		SP:Iteration 49F (81459.810000 sec): 3 clusters
  Score: Raw -486699.906260 + Penalty 2815.201663 = -483884.704598
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (4888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81459.890000 sec): 2 clusters
  Score: Raw -495609.138848 + Penalty 1380.362506 = -494228.776342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81459.990000 sec): 3 clusters
  Score: Raw -493142.808837 + Penalty 2760.725013 = -490382.083824
  nChanged 1901
		SP:Iteration 1F (81460.080000 sec): 3 clusters
  Score: Raw -494231.539556 + Penalty 2760.725013 = -491470.814543
  nChanged 351
		SP:Iteration 2F (81460.170000 sec): 3 clusters
  Score: Raw -494426.765641 + Penalty 2760.725013 = -491666.040628
  nChanged 239
		SP:Iteration 3Q (81460.270000 sec): 3 clusters
  Score: Raw -494560.157526 + Penalty 2760.725013 = -491799.432514
  nChanged 214
		SP:Iteration 4Q (81460.360000 sec): 3 clusters
  Score: Raw -494677.992422 + Penalty 2760.725013 = -491917.267410
  nChanged 181
		SP:Iteration 5Q (81460.450000 sec): 3 clusters
  Score: Raw -494783.705556 + Penalty 2760.725013 = -492022.980543
  nChanged 170
		SP:Iteration 6Q (81460.550000 sec): 3 clusters
  Score: Raw -494875.771841 + Penalty 2760.725013 = -492115.046829
  nChanged 174
		SP:Iteration 7Q (81460.640000 sec): 3 clusters
  Score: Raw -494974.117182 + Penalty 2760.725013 = -492213.392169
  nChanged 151
		SP:Iteration 8Q (81460.830000 sec): 3 clusters
  Score: Raw -495066.652709 + Penalty 2760.725013 = -492305.927696
  nChanged 133
		SP:Iteration 9Q (81461.010000 sec): 3 clusters
  Score: Raw -495146.664246 + Penalty 2760.725013 = -492385.939233
  nChanged 125
		SP:Iteration 10Q (81461.180000 sec): 3 clusters
  Score: Raw -495227.553173 + Penalty 2760.725013 = -492466.828160
  nChanged 136
		SP:Iteration 11Q (81461.350000 sec): 3 clusters
  Score: Raw -495316.350392 + Penalty 2760.725013 = -492555.625379
  nChanged 102
		SP:Iteration 12Q (81461.530000 sec): 3 clusters
  Score: Raw -495380.377687 + Penalty 2760.725013 = -492619.652674
  nChanged 117
		SP:Iteration 13Q (81461.710000 sec): 3 clusters
  Score: Raw -495449.353779 + Penalty 2760.725013 = -492688.628766
  nChanged 99
		SP:Iteration 14Q (81461.880000 sec): 3 clusters
  Score: Raw -495506.524723 + Penalty 2760.725013 = -492745.799711
  nChanged 91
		SP:Iteration 15Q (81462.060000 sec): 3 clusters
  Score: Raw -495557.710318 + Penalty 2760.725013 = -492796.985306
  nChanged 84
		SP:Iteration 16Q (81462.230000 sec): 3 clusters
  Score: Raw -495600.428968 + Penalty 2760.725013 = -492839.703955
  nChanged 75
		SP:Iteration 17Q (81462.410000 sec): 3 clusters
  Score: Raw -495631.729059 + Penalty 2760.725013 = -492871.004046
  nChanged 53
		SP:Iteration 18Q (81462.490000 sec): 3 clusters
  Score: Raw -495652.490247 + Penalty 2760.725013 = -492891.765234
  nChanged 41
		SP:Iteration 19Q (81462.590000 sec): 3 clusters
  Score: Raw -495668.040187 + Penalty 2760.725013 = -492907.315175
  nChanged 44
		SP:Iteration 20F (81462.680000 sec): 3 clusters
  Score: Raw -495685.551891 + Penalty 2760.725013 = -492924.826878
  nChanged 40
		SP:Iteration 21Q (81462.780000 sec): 3 clusters
  Score: Raw -495700.793536 + Penalty 2760.725013 = -492940.068524
  nChanged 39
		SP:Iteration 22Q (81462.870000 sec): 3 clusters
  Score: Raw -495715.712596 + Penalty 2760.725013 = -492954.987584
  nChanged 40
		SP:Iteration 23Q (81462.960000 sec): 3 clusters
  Score: Raw -495729.224078 + Penalty 2760.725013 = -492968.499065
  nChanged 28
		SP:Iteration 24Q (81463.050000 sec): 3 clusters
  Score: Raw -495738.078460 + Penalty 2760.725013 = -492977.353448
  nChanged 20
		SP:Iteration 25Q (81463.150000 sec): 3 clusters
  Score: Raw -495743.151345 + Penalty 2760.725013 = -492982.426332
  nChanged 19
		SP:Iteration 26Q (81463.240000 sec): 3 clusters
  Score: Raw -495747.838912 + Penalty 2760.725013 = -492987.113899
  nChanged 21
		SP:Iteration 27Q (81463.330000 sec): 3 clusters
  Score: Raw -495754.925912 + Penalty 2760.725013 = -492994.200899
  nChanged 26
		SP:Iteration 28Q (81463.430000 sec): 3 clusters
  Score: Raw -495764.995300 + Penalty 2760.725013 = -493004.270287
  nChanged 22
		SP:Iteration 29Q (81463.520000 sec): 3 clusters
  Score: Raw -495772.933887 + Penalty 2760.725013 = -493012.208874
  nChanged 21
		SP:Iteration 30Q (81463.610000 sec): 3 clusters
  Score: Raw -495781.365047 + Penalty 2760.725013 = -493020.640034
  nChanged 29
		SP:Iteration 31Q (81463.700000 sec): 3 clusters
  Score: Raw -495792.295157 + Penalty 2760.725013 = -493031.570144
  nChanged 36
		SP:Iteration 32Q (81463.790000 sec): 3 clusters
  Score: Raw -495805.728684 + Penalty 2760.725013 = -493045.003672
  nChanged 29
		SP:Iteration 33Q (81463.890000 sec): 3 clusters
  Score: Raw -495814.742434 + Penalty 2760.725013 = -493054.017421
  nChanged 29
		SP:Iteration 34Q (81463.980000 sec): 3 clusters
  Score: Raw -495825.608236 + Penalty 2760.725013 = -493064.883223
  nChanged 26
		SP:Iteration 35Q (81464.070000 sec): 3 clusters
  Score: Raw -495834.802662 + Penalty 2760.725013 = -493074.077649
  nChanged 34
		SP:Iteration 36Q (81464.170000 sec): 3 clusters
  Score: Raw -495845.917398 + Penalty 2760.725013 = -493085.192385
  nChanged 20
		SP:Iteration 37Q (81464.260000 sec): 3 clusters
  Score: Raw -495854.754711 + Penalty 2760.725013 = -493094.029699
  nChanged 19
		SP:Iteration 38Q (81464.350000 sec): 3 clusters
  Score: Raw -495862.132304 + Penalty 2760.725013 = -493101.407292
  nChanged 16
		SP:Iteration 39Q (81464.440000 sec): 3 clusters
  Score: Raw -495869.221769 + Penalty 2760.725013 = -493108.496757
  nChanged 14
		SP:Iteration 40F (81464.540000 sec): 3 clusters
  Score: Raw -495874.911749 + Penalty 2760.725013 = -493114.186736
  nChanged 13
		SP:Iteration 41Q (81464.720000 sec): 3 clusters
  Score: Raw -495881.119099 + Penalty 2760.725013 = -493120.394086
  nChanged 18
		SP:Iteration 42Q (81464.890000 sec): 3 clusters
  Score: Raw -495888.544539 + Penalty 2760.725013 = -493127.819526
  nChanged 14
		SP:Iteration 43Q (81465.070000 sec): 3 clusters
  Score: Raw -495893.568015 + Penalty 2760.725013 = -493132.843002
  nChanged 12
		SP:Iteration 44Q (81465.250000 sec): 3 clusters
  Score: Raw -495897.142993 + Penalty 2760.725013 = -493136.417980
  nChanged 9
		SP:Iteration 45Q (81465.420000 sec): 3 clusters
  Score: Raw -495900.689411 + Penalty 2760.725013 = -493139.964398
  nChanged 7
		SP:Iteration 46Q (81465.590000 sec): 3 clusters
  Score: Raw -495902.979252 + Penalty 2760.725013 = -493142.254239
  nChanged 9
		SP:Iteration 47Q (81465.770000 sec): 3 clusters
  Score: Raw -495905.726121 + Penalty 2760.725013 = -493145.001108
  nChanged 5
		SP:Iteration 48Q (81465.950000 sec): 3 clusters
  Score: Raw -495908.343130 + Penalty 2760.725013 = -493147.618117
  nChanged 10
		SP:Iteration 49Q (81466.120000 sec): 3 clusters
  Score: Raw -495912.398019 + Penalty 2760.725013 = -493151.673006
  nChanged 7
		SP:Iteration 50Q (81466.300000 sec): 3 clusters
  Score: Raw -495916.618026 + Penalty 2760.725013 = -493155.893013
  nChanged 8
		SP:Iteration 51Q (81466.470000 sec): 3 clusters
  Score: Raw -495919.833865 + Penalty 2760.725013 = -493159.108853
  nChanged 6
		SP:Iteration 52Q (81466.650000 sec): 3 clusters
  Score: Raw -495922.705189 + Penalty 2760.725013 = -493161.980176
  nChanged 9
		SP:Iteration 53Q (81466.820000 sec): 3 clusters
  Score: Raw -495925.798408 + Penalty 2760.725013 = -493165.073395
  nChanged 8
		SP:Iteration 54Q (81467.000000 sec): 3 clusters
  Score: Raw -495928.785955 + Penalty 2760.725013 = -493168.060942
  nChanged 5
		SP:Iteration 55Q (81467.170000 sec): 3 clusters
  Score: Raw -495931.257069 + Penalty 2760.725013 = -493170.532056
  nChanged 5
		SP:Iteration 56Q (81467.350000 sec): 3 clusters
  Score: Raw -495932.914101 + Penalty 2760.725013 = -493172.189088
  nChanged 3
		SP:Iteration 57Q (81467.520000 sec): 3 clusters
  Score: Raw -495933.582976 + Penalty 2760.725013 = -493172.857963
  nChanged 2
		SP:Iteration 58Q (81467.700000 sec): 3 clusters
  Score: Raw -495934.195494 + Penalty 2760.725013 = -493173.470481
  nChanged 2
		SP:Iteration 59Q (81467.870000 sec): 3 clusters
  Score: Raw -495934.442211 + Penalty 2760.725013 = -493173.717198
  nChanged 0
		SP:Iteration 60F (81468.050000 sec): 3 clusters
  Score: Raw -495934.442211 + Penalty 2760.725013 = -493173.717198
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (2733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81468.150000 sec): 2 clusters
  Score: Raw -260385.404109 + Penalty 1285.887718 = -259099.516391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81468.330000 sec): 3 clusters
  Score: Raw -259108.028170 + Penalty 2571.775435 = -256536.252734
  nChanged 1017
		SP:Iteration 1F (81468.510000 sec): 3 clusters
  Score: Raw -259667.094353 + Penalty 2571.775435 = -257095.318918
  nChanged 222
		SP:Iteration 2F (81468.680000 sec): 3 clusters
  Score: Raw -259845.521333 + Penalty 2571.775435 = -257273.745897
  nChanged 194
		SP:Iteration 3F (81468.860000 sec): 3 clusters
  Score: Raw -260017.303352 + Penalty 2571.775435 = -257445.527917
  nChanged 156
		SP:Iteration 4F (81469.030000 sec): 3 clusters
  Score: Raw -260136.299280 + Penalty 2571.775435 = -257564.523844
  nChanged 119
		SP:Iteration 5Q (81469.210000 sec): 3 clusters
  Score: Raw -260214.857250 + Penalty 2571.775435 = -257643.081815
  nChanged 93
		SP:Iteration 6Q (81469.390000 sec): 3 clusters
  Score: Raw -260282.163714 + Penalty 2571.775435 = -257710.388278
  nChanged 76
		SP:Iteration 7Q (81469.560000 sec): 3 clusters
  Score: Raw -260336.817375 + Penalty 2571.775435 = -257765.041939
  nChanged 67
		SP:Iteration 8Q (81469.740000 sec): 3 clusters
  Score: Raw -260376.701328 + Penalty 2571.775435 = -257804.925892
  nChanged 52
		SP:Iteration 9Q (81469.920000 sec): 3 clusters
  Score: Raw -260403.329868 + Penalty 2571.775435 = -257831.554433
  nChanged 42
		SP:Iteration 10Q (81470.090000 sec): 3 clusters
  Score: Raw -260428.458060 + Penalty 2571.775435 = -257856.682625
  nChanged 41
		SP:Iteration 11Q (81470.270000 sec): 3 clusters
  Score: Raw -260451.320632 + Penalty 2571.775435 = -257879.545196
  nChanged 33
		SP:Iteration 12Q (81470.440000 sec): 3 clusters
  Score: Raw -260467.316167 + Penalty 2571.775435 = -257895.540732
  nChanged 30
		SP:Iteration 13Q (81470.620000 sec): 3 clusters
  Score: Raw -260485.955225 + Penalty 2571.775435 = -257914.179790
  nChanged 25
		SP:Iteration 14Q (81470.790000 sec): 3 clusters
  Score: Raw -260497.889590 + Penalty 2571.775435 = -257926.114155
  nChanged 16
		SP:Iteration 15Q (81470.970000 sec): 3 clusters
  Score: Raw -260503.774967 + Penalty 2571.775435 = -257931.999531
  nChanged 11
		SP:Iteration 16Q (81471.140000 sec): 3 clusters
  Score: Raw -260509.789698 + Penalty 2571.775435 = -257938.014263
  nChanged 14
		SP:Iteration 17Q (81471.320000 sec): 3 clusters
  Score: Raw -260515.060562 + Penalty 2571.775435 = -257943.285126
  nChanged 9
		SP:Iteration 18Q (81471.500000 sec): 3 clusters
  Score: Raw -260518.821040 + Penalty 2571.775435 = -257947.045605
  nChanged 8
		SP:Iteration 19Q (81471.670000 sec): 3 clusters
  Score: Raw -260521.746331 + Penalty 2571.775435 = -257949.970896
  nChanged 6
		SP:Iteration 20F (81471.830000 sec): 3 clusters
  Score: Raw -260523.069896 + Penalty 2571.775435 = -257951.294460
  nChanged 5
		SP:Iteration 21Q (81471.990000 sec): 3 clusters
  Score: Raw -260524.357241 + Penalty 2571.775435 = -257952.581806
  nChanged 5
		SP:Iteration 22Q (81472.160000 sec): 3 clusters
  Score: Raw -260526.293561 + Penalty 2571.775435 = -257954.518126
  nChanged 4
		SP:Iteration 23Q (81472.320000 sec): 3 clusters
  Score: Raw -260527.227258 + Penalty 2571.775435 = -257955.451822
  nChanged 2
		SP:Iteration 24Q (81472.480000 sec): 3 clusters
  Score: Raw -260527.809652 + Penalty 2571.775435 = -257956.034216
  nChanged 2
		SP:Iteration 25Q (81472.650000 sec): 3 clusters
  Score: Raw -260528.616738 + Penalty 2571.775435 = -257956.841302
  nChanged 2
		SP:Iteration 26Q (81472.810000 sec): 3 clusters
  Score: Raw -260529.295228 + Penalty 2571.775435 = -257957.519792
  nChanged 1
		SP:Iteration 27Q (81472.970000 sec): 3 clusters
  Score: Raw -260529.556109 + Penalty 2571.775435 = -257957.780673
  nChanged 0
		SP:Iteration 28F (81473.140000 sec): 3 clusters
  Score: Raw -260529.556109 + Penalty 2571.775435 = -257957.780673
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (6963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81473.250000 sec): 2 clusters
  Score: Raw -495407.525885 + Penalty 1437.859425 = -493969.666460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81473.470000 sec): 3 clusters
  Score: Raw -491621.501151 + Penalty 2875.718851 = -488745.782300
  nChanged 2930
		SP:Iteration 1F (81473.670000 sec): 3 clusters
  Score: Raw -493570.319111 + Penalty 2875.718851 = -490694.600260
  nChanged 681
		SP:Iteration 2F (81473.860000 sec): 3 clusters
  Score: Raw -494211.370307 + Penalty 2875.718851 = -491335.651456
  nChanged 596
		SP:Iteration 3F (81474.050000 sec): 3 clusters
  Score: Raw -494702.274985 + Penalty 2875.718851 = -491826.556134
  nChanged 458
		SP:Iteration 4F (81474.260000 sec): 3 clusters
  Score: Raw -495056.986383 + Penalty 2875.718851 = -492181.267532
  nChanged 370
		SP:Iteration 5F (81474.460000 sec): 3 clusters
  Score: Raw -495321.574226 + Penalty 2875.718851 = -492445.855375
  nChanged 330
		SP:Iteration 6Q (81474.660000 sec): 3 clusters
  Score: Raw -495527.908942 + Penalty 2875.718851 = -492652.190091
  nChanged 256
		SP:Iteration 7Q (81474.860000 sec): 3 clusters
  Score: Raw -495684.072751 + Penalty 2875.718851 = -492808.353900
  nChanged 216
		SP:Iteration 8Q (81475.070000 sec): 3 clusters
  Score: Raw -495796.958049 + Penalty 2875.718851 = -492921.239198
  nChanged 172
		SP:Iteration 9Q (81475.270000 sec): 3 clusters
  Score: Raw -495876.629040 + Penalty 2875.718851 = -493000.910189
  nChanged 119
		SP:Iteration 10Q (81475.480000 sec): 3 clusters
  Score: Raw -495917.705826 + Penalty 2875.718851 = -493041.986975
  nChanged 89
		SP:Iteration 11Q (81475.680000 sec): 3 clusters
  Score: Raw -495941.113332 + Penalty 2875.718851 = -493065.394481
  nChanged 66
		SP:Iteration 12Q (81475.870000 sec): 3 clusters
  Score: Raw -495958.210566 + Penalty 2875.718851 = -493082.491715
  nChanged 54
		SP:Iteration 13Q (81476.060000 sec): 3 clusters
  Score: Raw -495973.690672 + Penalty 2875.718851 = -493097.971821
  nChanged 53
		SP:Iteration 14Q (81476.260000 sec): 3 clusters
  Score: Raw -495989.712475 + Penalty 2875.718851 = -493113.993624
  nChanged 52
		SP:Iteration 15Q (81476.460000 sec): 3 clusters
  Score: Raw -496003.746604 + Penalty 2875.718851 = -493128.027753
  nChanged 56
		SP:Iteration 16Q (81476.660000 sec): 3 clusters
  Score: Raw -496015.716644 + Penalty 2875.718851 = -493139.997793
  nChanged 36
		SP:Iteration 17Q (81476.860000 sec): 3 clusters
  Score: Raw -496022.228996 + Penalty 2875.718851 = -493146.510145
  nChanged 31
		SP:Iteration 18Q (81477.070000 sec): 3 clusters
  Score: Raw -496032.308952 + Penalty 2875.718851 = -493156.590101
  nChanged 36
		SP:Iteration 19Q (81477.270000 sec): 3 clusters
  Score: Raw -496044.609950 + Penalty 2875.718851 = -493168.891099
  nChanged 42
		SP:Iteration 20F (81477.470000 sec): 3 clusters
  Score: Raw -496060.711459 + Penalty 2875.718851 = -493184.992609
  nChanged 42
		SP:Iteration 21Q (81477.680000 sec): 3 clusters
  Score: Raw -496072.995419 + Penalty 2875.718851 = -493197.276568
  nChanged 39
		SP:Iteration 22Q (81477.880000 sec): 3 clusters
  Score: Raw -496086.441655 + Penalty 2875.718851 = -493210.722804
  nChanged 44
		SP:Iteration 23Q (81478.080000 sec): 3 clusters
  Score: Raw -496103.149424 + Penalty 2875.718851 = -493227.430574
  nChanged 57
		SP:Iteration 24Q (81478.280000 sec): 3 clusters
  Score: Raw -496124.857650 + Penalty 2875.718851 = -493249.138799
  nChanged 51
		SP:Iteration 25Q (81478.480000 sec): 3 clusters
  Score: Raw -496141.192724 + Penalty 2875.718851 = -493265.473873
  nChanged 45
		SP:Iteration 26Q (81478.680000 sec): 3 clusters
  Score: Raw -496156.769310 + Penalty 2875.718851 = -493281.050459
  nChanged 44
		SP:Iteration 27Q (81478.890000 sec): 3 clusters
  Score: Raw -496167.603552 + Penalty 2875.718851 = -493291.884701
  nChanged 41
		SP:Iteration 28Q (81479.090000 sec): 3 clusters
  Score: Raw -496177.313201 + Penalty 2875.718851 = -493301.594350
  nChanged 34
		SP:Iteration 29Q (81479.290000 sec): 3 clusters
  Score: Raw -496185.813582 + Penalty 2875.718851 = -493310.094731
  nChanged 24
		SP:Iteration 30Q (81479.490000 sec): 3 clusters
  Score: Raw -496190.683872 + Penalty 2875.718851 = -493314.965021
  nChanged 21
		SP:Iteration 31Q (81479.700000 sec): 3 clusters
  Score: Raw -496194.371690 + Penalty 2875.718851 = -493318.652839
  nChanged 16
		SP:Iteration 32Q (81479.900000 sec): 3 clusters
  Score: Raw -496197.458981 + Penalty 2875.718851 = -493321.740131
  nChanged 21
		SP:Iteration 33Q (81480.100000 sec): 3 clusters
  Score: Raw -496201.720112 + Penalty 2875.718851 = -493326.001261
  nChanged 22
		SP:Iteration 34Q (81480.300000 sec): 3 clusters
  Score: Raw -496205.131581 + Penalty 2875.718851 = -493329.412730
  nChanged 20
		SP:Iteration 35Q (81480.500000 sec): 3 clusters
  Score: Raw -496209.855748 + Penalty 2875.718851 = -493334.136897
  nChanged 25
		SP:Iteration 36Q (81480.700000 sec): 3 clusters
  Score: Raw -496214.155285 + Penalty 2875.718851 = -493338.436434
  nChanged 23
		SP:Iteration 37Q (81480.910000 sec): 3 clusters
  Score: Raw -496218.069371 + Penalty 2875.718851 = -493342.350520
  nChanged 17
		SP:Iteration 38Q (81481.110000 sec): 3 clusters
  Score: Raw -496220.193043 + Penalty 2875.718851 = -493344.474192
  nChanged 8
		SP:Iteration 39Q (81481.310000 sec): 3 clusters
  Score: Raw -496221.326886 + Penalty 2875.718851 = -493345.608035
  nChanged 8
		SP:Iteration 40F (81481.520000 sec): 3 clusters
  Score: Raw -496222.574032 + Penalty 2875.718851 = -493346.855181
  nChanged 8
		SP:Iteration 41Q (81481.760000 sec): 3 clusters
  Score: Raw -496223.632018 + Penalty 2875.718851 = -493347.913167
  nChanged 5
		SP:Iteration 42Q (81481.920000 sec): 3 clusters
  Score: Raw -496224.534516 + Penalty 2875.718851 = -493348.815665
  nChanged 2
		SP:Iteration 43Q (81482.120000 sec): 3 clusters
  Score: Raw -496224.748571 + Penalty 2875.718851 = -493349.029720
  nChanged 3
		SP:Iteration 44Q (81482.330000 sec): 3 clusters
  Score: Raw -496225.083292 + Penalty 2875.718851 = -493349.364441
  nChanged 6
		SP:Iteration 45Q (81482.530000 sec): 3 clusters
  Score: Raw -496225.864400 + Penalty 2875.718851 = -493350.145549
  nChanged 1
		SP:Iteration 46Q (81482.730000 sec): 3 clusters
  Score: Raw -496225.947347 + Penalty 2875.718851 = -493350.228496
  nChanged 1
		SP:Iteration 47Q (81482.930000 sec): 3 clusters
  Score: Raw -496226.022067 + Penalty 2875.718851 = -493350.303216
  nChanged 0
		SP:Iteration 48F (81483.030000 sec): 3 clusters
  Score: Raw -496226.022067 + Penalty 2875.718851 = -493350.303216
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (3842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81483.100000 sec): 2 clusters
  Score: Raw -303889.351360 + Penalty 1341.234106 = -302548.117254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81483.190000 sec): 3 clusters
  Score: Raw -302032.779769 + Penalty 2682.468212 = -299350.311557
  nChanged 1477
		SP:Iteration 1F (81483.270000 sec): 3 clusters
  Score: Raw -302928.344175 + Penalty 2682.468212 = -300245.875963
  nChanged 332
		SP:Iteration 2F (81483.340000 sec): 3 clusters
  Score: Raw -303178.584450 + Penalty 2682.468212 = -300496.116238
  nChanged 271
		SP:Iteration 3F (81483.420000 sec): 3 clusters
  Score: Raw -303371.152518 + Penalty 2682.468212 = -300688.684307
  nChanged 200
		SP:Iteration 4F (81483.490000 sec): 3 clusters
  Score: Raw -303517.886806 + Penalty 2682.468212 = -300835.418594
  nChanged 179
		SP:Iteration 5Q (81483.570000 sec): 3 clusters
  Score: Raw -303658.483477 + Penalty 2682.468212 = -300976.015265
  nChanged 181
		SP:Iteration 6Q (81483.650000 sec): 3 clusters
  Score: Raw -303787.598702 + Penalty 2682.468212 = -301105.130491
  nChanged 149
		SP:Iteration 7Q (81483.720000 sec): 3 clusters
  Score: Raw -303895.377699 + Penalty 2682.468212 = -301212.909487
  nChanged 137
		SP:Iteration 8Q (81483.800000 sec): 3 clusters
  Score: Raw -303981.621039 + Penalty 2682.468212 = -301299.152828
  nChanged 99
		SP:Iteration 9Q (81483.870000 sec): 3 clusters
  Score: Raw -304045.590656 + Penalty 2682.468212 = -301363.122445
  nChanged 101
		SP:Iteration 10Q (81483.950000 sec): 3 clusters
  Score: Raw -304111.571063 + Penalty 2682.468212 = -301429.102852
  nChanged 95
		SP:Iteration 11Q (81484.030000 sec): 3 clusters
  Score: Raw -304166.812018 + Penalty 2682.468212 = -301484.343806
  nChanged 81
		SP:Iteration 12Q (81484.100000 sec): 3 clusters
  Score: Raw -304208.023309 + Penalty 2682.468212 = -301525.555097
  nChanged 71
		SP:Iteration 13Q (81484.180000 sec): 3 clusters
  Score: Raw -304242.112212 + Penalty 2682.468212 = -301559.644000
  nChanged 59
		SP:Iteration 14Q (81484.250000 sec): 3 clusters
  Score: Raw -304265.607145 + Penalty 2682.468212 = -301583.138934
  nChanged 45
		SP:Iteration 15Q (81484.330000 sec): 3 clusters
  Score: Raw -304283.155507 + Penalty 2682.468212 = -301600.687296
  nChanged 37
		SP:Iteration 16Q (81484.410000 sec): 3 clusters
  Score: Raw -304297.016826 + Penalty 2682.468212 = -301614.548614
  nChanged 36
		SP:Iteration 17Q (81484.480000 sec): 3 clusters
  Score: Raw -304310.113085 + Penalty 2682.468212 = -301627.644873
  nChanged 25
		SP:Iteration 18Q (81484.560000 sec): 3 clusters
  Score: Raw -304319.358713 + Penalty 2682.468212 = -301636.890501
  nChanged 27
		SP:Iteration 19Q (81484.630000 sec): 3 clusters
  Score: Raw -304328.853759 + Penalty 2682.468212 = -301646.385548
  nChanged 29
		SP:Iteration 20F (81484.710000 sec): 3 clusters
  Score: Raw -304340.167045 + Penalty 2682.468212 = -301657.698833
  nChanged 40
		SP:Iteration 21Q (81484.790000 sec): 3 clusters
  Score: Raw -304353.967805 + Penalty 2682.468212 = -301671.499594
  nChanged 33
		SP:Iteration 22Q (81484.860000 sec): 3 clusters
  Score: Raw -304364.317738 + Penalty 2682.468212 = -301681.849527
  nChanged 31
		SP:Iteration 23Q (81484.940000 sec): 3 clusters
  Score: Raw -304374.174745 + Penalty 2682.468212 = -301691.706533
  nChanged 24
		SP:Iteration 24Q (81485.010000 sec): 3 clusters
  Score: Raw -304381.886853 + Penalty 2682.468212 = -301699.418641
  nChanged 16
		SP:Iteration 25Q (81485.090000 sec): 3 clusters
  Score: Raw -304386.525758 + Penalty 2682.468212 = -301704.057546
  nChanged 16
		SP:Iteration 26Q (81485.170000 sec): 3 clusters
  Score: Raw -304391.373034 + Penalty 2682.468212 = -301708.904822
  nChanged 19
		SP:Iteration 27Q (81485.240000 sec): 3 clusters
  Score: Raw -304397.100557 + Penalty 2682.468212 = -301714.632345
  nChanged 22
		SP:Iteration 28Q (81485.320000 sec): 3 clusters
  Score: Raw -304404.615714 + Penalty 2682.468212 = -301722.147503
  nChanged 19
		SP:Iteration 29Q (81485.390000 sec): 3 clusters
  Score: Raw -304410.993672 + Penalty 2682.468212 = -301728.525460
  nChanged 27
		SP:Iteration 30Q (81485.470000 sec): 3 clusters
  Score: Raw -304421.245508 + Penalty 2682.468212 = -301738.777297
  nChanged 24
		SP:Iteration 31Q (81485.550000 sec): 3 clusters
  Score: Raw -304427.799974 + Penalty 2682.468212 = -301745.331763
  nChanged 10
		SP:Iteration 32Q (81485.620000 sec): 3 clusters
  Score: Raw -304430.392516 + Penalty 2682.468212 = -301747.924304
  nChanged 11
		SP:Iteration 33Q (81485.700000 sec): 3 clusters
  Score: Raw -304433.557248 + Penalty 2682.468212 = -301751.089037
  nChanged 16
		SP:Iteration 34Q (81485.770000 sec): 3 clusters
  Score: Raw -304438.129401 + Penalty 2682.468212 = -301755.661189
  nChanged 9
		SP:Iteration 35Q (81485.850000 sec): 3 clusters
  Score: Raw -304440.986768 + Penalty 2682.468212 = -301758.518557
  nChanged 7
		SP:Iteration 36Q (81485.960000 sec): 3 clusters
  Score: Raw -304442.247535 + Penalty 2682.468212 = -301759.779324
  nChanged 7
		SP:Iteration 37Q (81486.140000 sec): 3 clusters
  Score: Raw -304443.617045 + Penalty 2682.468212 = -301761.148833
  nChanged 7
		SP:Iteration 38Q (81486.310000 sec): 3 clusters
  Score: Raw -304445.936604 + Penalty 2682.468212 = -301763.468393
  nChanged 12
		SP:Iteration 39Q (81486.490000 sec): 3 clusters
  Score: Raw -304450.232950 + Penalty 2682.468212 = -301767.764739
  nChanged 12
		SP:Iteration 40F (81486.670000 sec): 3 clusters
  Score: Raw -304454.078730 + Penalty 2682.468212 = -301771.610519
  nChanged 9
		SP:Iteration 41Q (81486.840000 sec): 3 clusters
  Score: Raw -304456.080518 + Penalty 2682.468212 = -301773.612306
  nChanged 9
		SP:Iteration 42Q (81487.020000 sec): 3 clusters
  Score: Raw -304459.832754 + Penalty 2682.468212 = -301777.364543
  nChanged 10
		SP:Iteration 43Q (81487.190000 sec): 3 clusters
  Score: Raw -304464.550214 + Penalty 2682.468212 = -301782.082002
  nChanged 18
		SP:Iteration 44Q (81487.370000 sec): 3 clusters
  Score: Raw -304472.222454 + Penalty 2682.468212 = -301789.754242
  nChanged 16
		SP:Iteration 45Q (81487.550000 sec): 3 clusters
  Score: Raw -304479.432847 + Penalty 2682.468212 = -301796.964635
  nChanged 21
		SP:Iteration 46Q (81487.720000 sec): 3 clusters
  Score: Raw -304489.503926 + Penalty 2682.468212 = -301807.035714
  nChanged 28
		SP:Iteration 47Q (81487.900000 sec): 3 clusters
  Score: Raw -304501.564588 + Penalty 2682.468212 = -301819.096377
  nChanged 22
		SP:Iteration 48Q (81488.070000 sec): 3 clusters
  Score: Raw -304509.822959 + Penalty 2682.468212 = -301827.354748
  nChanged 23
		SP:Iteration 49Q (81488.250000 sec): 3 clusters
  Score: Raw -304521.714559 + Penalty 2682.468212 = -301839.246347
  nChanged 16
		SP:Iteration 50Q (81488.430000 sec): 3 clusters
  Score: Raw -304528.199916 + Penalty 2682.468212 = -301845.731704
  nChanged 17
		SP:Iteration 51Q (81488.600000 sec): 3 clusters
  Score: Raw -304536.668153 + Penalty 2682.468212 = -301854.199941
  nChanged 18
		SP:Iteration 52Q (81488.780000 sec): 3 clusters
  Score: Raw -304546.330195 + Penalty 2682.468212 = -301863.861983
  nChanged 23
		SP:Iteration 53Q (81488.950000 sec): 3 clusters
  Score: Raw -304559.415549 + Penalty 2682.468212 = -301876.947337
  nChanged 25
		SP:Iteration 54Q (81489.130000 sec): 3 clusters
  Score: Raw -304569.114841 + Penalty 2682.468212 = -301886.646629
  nChanged 15
		SP:Iteration 55Q (81489.310000 sec): 3 clusters
  Score: Raw -304574.380087 + Penalty 2682.468212 = -301891.911875
  nChanged 12
		SP:Iteration 56Q (81489.480000 sec): 3 clusters
  Score: Raw -304578.687038 + Penalty 2682.468212 = -301896.218827
  nChanged 9
		SP:Iteration 57Q (81489.660000 sec): 3 clusters
  Score: Raw -304582.323026 + Penalty 2682.468212 = -301899.854815
  nChanged 7
		SP:Iteration 58Q (81489.830000 sec): 3 clusters
  Score: Raw -304584.008848 + Penalty 2682.468212 = -301901.540637
  nChanged 6
		SP:Iteration 59Q (81490.010000 sec): 3 clusters
  Score: Raw -304585.975728 + Penalty 2682.468212 = -301903.507516
  nChanged 7
		SP:Iteration 60F (81490.190000 sec): 3 clusters
  Score: Raw -304587.774442 + Penalty 2682.468212 = -301905.306230
  nChanged 6
		SP:Iteration 61Q (81490.360000 sec): 3 clusters
  Score: Raw -304589.436636 + Penalty 2682.468212 = -301906.968425
  nChanged 4
		SP:Iteration 62Q (81490.540000 sec): 3 clusters
  Score: Raw -304592.261101 + Penalty 2682.468212 = -301909.792889
  nChanged 7
		SP:Iteration 63Q (81490.710000 sec): 3 clusters
  Score: Raw -304594.953124 + Penalty 2682.468212 = -301912.484912
  nChanged 5
		SP:Iteration 64Q (81490.890000 sec): 3 clusters
  Score: Raw -304596.499721 + Penalty 2682.468212 = -301914.031509
  nChanged 2
		SP:Iteration 65Q (81491.060000 sec): 3 clusters
  Score: Raw -304596.831739 + Penalty 2682.468212 = -301914.363528
  nChanged 1
		SP:Iteration 66Q (81491.150000 sec): 3 clusters
  Score: Raw -304596.953001 + Penalty 2682.468212 = -301914.484790
  nChanged 0
		SP:Iteration 67F (81491.220000 sec): 3 clusters
  Score: Raw -304596.953001 + Penalty 2682.468212 = -301914.484790
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (10082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81491.360000 sec): 2 clusters
  Score: Raw -988228.389312 + Penalty 1498.007377 = -986730.381935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81491.690000 sec): 3 clusters
  Score: Raw -982492.713425 + Penalty 2996.014754 = -979496.698671
  nChanged 4411
		SP:Iteration 1F (81491.870000 sec): 3 clusters
  Score: Raw -984868.527392 + Penalty 2996.014754 = -981872.512638
  nChanged 561
		SP:Iteration 2F (81492.140000 sec): 3 clusters
  Score: Raw -985069.665203 + Penalty 2996.014754 = -982073.650449
  nChanged 415
		SP:Iteration 3Q (81492.360000 sec): 3 clusters
  Score: Raw -985206.925406 + Penalty 2996.014754 = -982210.910653
  nChanged 350
		SP:Iteration 4Q (81492.590000 sec): 3 clusters
  Score: Raw -985324.933392 + Penalty 2996.014754 = -982328.918639
  nChanged 329
		SP:Iteration 5Q (81492.810000 sec): 3 clusters
  Score: Raw -985433.673887 + Penalty 2996.014754 = -982437.659133
  nChanged 296
		SP:Iteration 6Q (81493.030000 sec): 3 clusters
  Score: Raw -985544.749140 + Penalty 2996.014754 = -982548.734386
  nChanged 300
		SP:Iteration 7Q (81493.250000 sec): 3 clusters
  Score: Raw -985640.817126 + Penalty 2996.014754 = -982644.802372
  nChanged 266
		SP:Iteration 8Q (81493.520000 sec): 3 clusters
  Score: Raw -985727.581807 + Penalty 2996.014754 = -982731.567053
  nChanged 287
		SP:Iteration 9Q (81493.740000 sec): 3 clusters
  Score: Raw -985852.339452 + Penalty 2996.014754 = -982856.324698
  nChanged 312
		SP:Iteration 10Q (81493.970000 sec): 3 clusters
  Score: Raw -985970.817130 + Penalty 2996.014754 = -982974.802376
  nChanged 296
		SP:Iteration 11Q (81494.190000 sec): 3 clusters
  Score: Raw -986087.521183 + Penalty 2996.014754 = -983091.506429
  nChanged 280
		SP:Iteration 12Q (81494.410000 sec): 3 clusters
  Score: Raw -986202.928461 + Penalty 2996.014754 = -983206.913707
  nChanged 294
		SP:Iteration 13Q (81494.640000 sec): 3 clusters
  Score: Raw -986321.393583 + Penalty 2996.014754 = -983325.378829
  nChanged 267
		SP:Iteration 14Q (81494.860000 sec): 3 clusters
  Score: Raw -986417.323501 + Penalty 2996.014754 = -983421.308747
  nChanged 234
		SP:Iteration 15Q (81495.090000 sec): 3 clusters
  Score: Raw -986499.289015 + Penalty 2996.014754 = -983503.274262
  nChanged 226
		SP:Iteration 16Q (81495.310000 sec): 3 clusters
  Score: Raw -986585.122034 + Penalty 2996.014754 = -983589.107280
  nChanged 228
		SP:Iteration 17Q (81495.530000 sec): 3 clusters
  Score: Raw -986683.087105 + Penalty 2996.014754 = -983687.072351
  nChanged 240
		SP:Iteration 18Q (81495.750000 sec): 3 clusters
  Score: Raw -986784.602544 + Penalty 2996.014754 = -983788.587790
  nChanged 249
		SP:Iteration 19Q (81495.980000 sec): 3 clusters
  Score: Raw -986902.955399 + Penalty 2996.014754 = -983906.940646
  nChanged 267
		SP:Iteration 20F (81496.200000 sec): 3 clusters
  Score: Raw -987052.660491 + Penalty 2996.014754 = -984056.645737
  nChanged 279
		SP:Iteration 21Q (81496.430000 sec): 3 clusters
  Score: Raw -987210.876300 + Penalty 2996.014754 = -984214.861547
  nChanged 278
		SP:Iteration 22Q (81496.650000 sec): 3 clusters
  Score: Raw -987370.825018 + Penalty 2996.014754 = -984374.810264
  nChanged 275
		SP:Iteration 23Q (81496.880000 sec): 3 clusters
  Score: Raw -987524.353529 + Penalty 2996.014754 = -984528.338775
  nChanged 280
		SP:Iteration 24Q (81497.110000 sec): 3 clusters
  Score: Raw -987672.477790 + Penalty 2996.014754 = -984676.463037
  nChanged 258
		SP:Iteration 25Q (81497.330000 sec): 3 clusters
  Score: Raw -987811.379761 + Penalty 2996.014754 = -984815.365007
  nChanged 249
		SP:Iteration 26Q (81497.550000 sec): 3 clusters
  Score: Raw -987948.800894 + Penalty 2996.014754 = -984952.786140
  nChanged 220
		SP:Iteration 27Q (81497.820000 sec): 3 clusters
  Score: Raw -988079.077504 + Penalty 2996.014754 = -985083.062750
  nChanged 219
		SP:Iteration 28Q (81498.040000 sec): 3 clusters
  Score: Raw -988209.563908 + Penalty 2996.014754 = -985213.549154
  nChanged 181
		SP:Iteration 29Q (81498.270000 sec): 3 clusters
  Score: Raw -988317.073470 + Penalty 2996.014754 = -985321.058716
  nChanged 150
		SP:Iteration 30Q (81498.500000 sec): 3 clusters
  Score: Raw -988402.095107 + Penalty 2996.014754 = -985406.080354
  nChanged 133
		SP:Iteration 31Q (81498.730000 sec): 3 clusters
  Score: Raw -988480.861084 + Penalty 2996.014754 = -985484.846330
  nChanged 99
		SP:Iteration 32Q (81498.950000 sec): 3 clusters
  Score: Raw -988537.471219 + Penalty 2996.014754 = -985541.456465
  nChanged 78
		SP:Iteration 33Q (81499.180000 sec): 3 clusters
  Score: Raw -988578.578678 + Penalty 2996.014754 = -985582.563924
  nChanged 69
		SP:Iteration 34Q (81499.410000 sec): 3 clusters
  Score: Raw -988614.022983 + Penalty 2996.014754 = -985618.008229
  nChanged 63
		SP:Iteration 35Q (81499.630000 sec): 3 clusters
  Score: Raw -988643.780749 + Penalty 2996.014754 = -985647.765995
  nChanged 49
		SP:Iteration 36Q (81499.900000 sec): 3 clusters
  Score: Raw -988665.281109 + Penalty 2996.014754 = -985669.266355
  nChanged 40
		SP:Iteration 37Q (81500.100000 sec): 3 clusters
  Score: Raw -988682.133158 + Penalty 2996.014754 = -985686.118404
  nChanged 23
		SP:Iteration 38Q (81500.350000 sec): 3 clusters
  Score: Raw -988690.233745 + Penalty 2996.014754 = -985694.218992
  nChanged 18
		SP:Iteration 39Q (81500.570000 sec): 3 clusters
  Score: Raw -988697.067402 + Penalty 2996.014754 = -985701.052649
  nChanged 11
		SP:Iteration 40F (81500.790000 sec): 3 clusters
  Score: Raw -988701.252831 + Penalty 2996.014754 = -985705.238077
  nChanged 12
		SP:Iteration 41Q (81501.010000 sec): 3 clusters
  Score: Raw -988706.190000 + Penalty 2996.014754 = -985710.175246
  nChanged 12
		SP:Iteration 42Q (81501.240000 sec): 3 clusters
  Score: Raw -988710.794405 + Penalty 2996.014754 = -985714.779652
  nChanged 9
		SP:Iteration 43Q (81501.460000 sec): 3 clusters
  Score: Raw -988713.895415 + Penalty 2996.014754 = -985717.880662
  nChanged 9
		SP:Iteration 44Q (81501.680000 sec): 3 clusters
  Score: Raw -988717.246334 + Penalty 2996.014754 = -985721.231580
  nChanged 9
		SP:Iteration 45Q (81501.910000 sec): 3 clusters
  Score: Raw -988720.885695 + Penalty 2996.014754 = -985724.870941
  nChanged 11
		SP:Iteration 46Q (81502.130000 sec): 3 clusters
  Score: Raw -988725.424554 + Penalty 2996.014754 = -985729.409800
  nChanged 12
		SP:Iteration 47Q (81502.360000 sec): 3 clusters
  Score: Raw -988729.959373 + Penalty 2996.014754 = -985733.944619
  nChanged 8
		SP:Iteration 48Q (81502.580000 sec): 3 clusters
  Score: Raw -988732.997283 + Penalty 2996.014754 = -985736.982529
  nChanged 6
		SP:Iteration 49Q (81502.800000 sec): 3 clusters
  Score: Raw -988735.696798 + Penalty 2996.014754 = -985739.682044
  nChanged 6
		SP:Iteration 50Q (81503.030000 sec): 3 clusters
  Score: Raw -988737.682704 + Penalty 2996.014754 = -985741.667950
  nChanged 3
		SP:Iteration 51Q (81503.250000 sec): 3 clusters
  Score: Raw -988738.903102 + Penalty 2996.014754 = -985742.888348
  nChanged 3
		SP:Iteration 52Q (81503.480000 sec): 3 clusters
  Score: Raw -988739.639168 + Penalty 2996.014754 = -985743.624415
  nChanged 0
		SP:Iteration 53F (81503.700000 sec): 3 clusters
  Score: Raw -988739.639168 + Penalty 2996.014754 = -985743.624415
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (10397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81503.830000 sec): 2 clusters
  Score: Raw -949691.887164 + Penalty 1503.006795 = -948188.880369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81504.120000 sec): 3 clusters
  Score: Raw -943826.440473 + Penalty 3006.013589 = -940820.426883
  nChanged 4488
		SP:Iteration 1F (81504.390000 sec): 3 clusters
  Score: Raw -946304.461972 + Penalty 3006.013589 = -943298.448383
  nChanged 746
		SP:Iteration 2F (81504.660000 sec): 3 clusters
  Score: Raw -946754.235066 + Penalty 3006.013589 = -943748.221477
  nChanged 761
		SP:Iteration 3F (81504.890000 sec): 3 clusters
  Score: Raw -947269.251291 + Penalty 3006.013589 = -944263.237702
  nChanged 751
		SP:Iteration 4F (81505.190000 sec): 3 clusters
  Score: Raw -947756.461541 + Penalty 3006.013589 = -944750.447952
  nChanged 676
		SP:Iteration 5F (81505.380000 sec): 3 clusters
  Score: Raw -948186.890436 + Penalty 3006.013589 = -945180.876847
  nChanged 584
		SP:Iteration 6F (81505.640000 sec): 3 clusters
  Score: Raw -948517.216200 + Penalty 3006.013589 = -945511.202611
  nChanged 457
		SP:Iteration 7Q (81505.900000 sec): 3 clusters
  Score: Raw -948743.604644 + Penalty 3006.013589 = -945737.591055
  nChanged 342
		SP:Iteration 8Q (81506.170000 sec): 3 clusters
  Score: Raw -948887.171786 + Penalty 3006.013589 = -945881.158197
  nChanged 268
		SP:Iteration 9Q (81506.440000 sec): 3 clusters
  Score: Raw -948986.461686 + Penalty 3006.013589 = -945980.448096
  nChanged 199
		SP:Iteration 10Q (81506.700000 sec): 3 clusters
  Score: Raw -949052.687416 + Penalty 3006.013589 = -946046.673827
  nChanged 161
		SP:Iteration 11Q (81506.970000 sec): 3 clusters
  Score: Raw -949094.889881 + Penalty 3006.013589 = -946088.876292
  nChanged 107
		SP:Iteration 12Q (81507.230000 sec): 3 clusters
  Score: Raw -949120.914192 + Penalty 3006.013589 = -946114.900602
  nChanged 92
		SP:Iteration 13Q (81507.500000 sec): 3 clusters
  Score: Raw -949140.731395 + Penalty 3006.013589 = -946134.717806
  nChanged 84
		SP:Iteration 14Q (81507.760000 sec): 3 clusters
  Score: Raw -949156.717143 + Penalty 3006.013589 = -946150.703554
  nChanged 61
		SP:Iteration 15Q (81508.030000 sec): 3 clusters
  Score: Raw -949166.090719 + Penalty 3006.013589 = -946160.077130
  nChanged 45
		SP:Iteration 16Q (81508.290000 sec): 3 clusters
  Score: Raw -949173.758897 + Penalty 3006.013589 = -946167.745307
  nChanged 47
		SP:Iteration 17Q (81508.560000 sec): 3 clusters
  Score: Raw -949181.188076 + Penalty 3006.013589 = -946175.174487
  nChanged 47
		SP:Iteration 18Q (81508.820000 sec): 3 clusters
  Score: Raw -949188.921974 + Penalty 3006.013589 = -946182.908385
  nChanged 39
		SP:Iteration 19Q (81509.080000 sec): 3 clusters
  Score: Raw -949196.170724 + Penalty 3006.013589 = -946190.157135
  nChanged 43
		SP:Iteration 20F (81509.330000 sec): 3 clusters
  Score: Raw -949203.591455 + Penalty 3006.013589 = -946197.577866
  nChanged 42
		SP:Iteration 21Q (81509.570000 sec): 3 clusters
  Score: Raw -949210.795402 + Penalty 3006.013589 = -946204.781813
  nChanged 41
		SP:Iteration 22Q (81509.840000 sec): 3 clusters
  Score: Raw -949217.070826 + Penalty 3006.013589 = -946211.057237
  nChanged 41
		SP:Iteration 23Q (81510.100000 sec): 3 clusters
  Score: Raw -949223.701489 + Penalty 3006.013589 = -946217.687900
  nChanged 41
		SP:Iteration 24Q (81510.360000 sec): 3 clusters
  Score: Raw -949230.678151 + Penalty 3006.013589 = -946224.664562
  nChanged 33
		SP:Iteration 25Q (81510.620000 sec): 3 clusters
  Score: Raw -949236.686746 + Penalty 3006.013589 = -946230.673157
  nChanged 44
		SP:Iteration 26Q (81510.890000 sec): 3 clusters
  Score: Raw -949243.923564 + Penalty 3006.013589 = -946237.909975
  nChanged 56
		SP:Iteration 27Q (81511.150000 sec): 3 clusters
  Score: Raw -949253.697723 + Penalty 3006.013589 = -946247.684134
  nChanged 42
		SP:Iteration 28Q (81511.410000 sec): 3 clusters
  Score: Raw -949259.905148 + Penalty 3006.013589 = -946253.891559
  nChanged 43
		SP:Iteration 29Q (81511.680000 sec): 3 clusters
  Score: Raw -949266.849437 + Penalty 3006.013589 = -946260.835848
  nChanged 44
		SP:Iteration 30Q (81511.940000 sec): 3 clusters
  Score: Raw -949273.248584 + Penalty 3006.013589 = -946267.234995
  nChanged 33
		SP:Iteration 31Q (81512.200000 sec): 3 clusters
  Score: Raw -949277.163576 + Penalty 3006.013589 = -946271.149987
  nChanged 35
		SP:Iteration 32Q (81512.460000 sec): 3 clusters
  Score: Raw -949282.604219 + Penalty 3006.013589 = -946276.590630
  nChanged 33
		SP:Iteration 33Q (81512.720000 sec): 3 clusters
  Score: Raw -949286.821209 + Penalty 3006.013589 = -946280.807620
  nChanged 31
		SP:Iteration 34Q (81512.980000 sec): 3 clusters
  Score: Raw -949290.553942 + Penalty 3006.013589 = -946284.540353
  nChanged 28
		SP:Iteration 35Q (81513.250000 sec): 3 clusters
  Score: Raw -949295.232239 + Penalty 3006.013589 = -946289.218650
  nChanged 31
		SP:Iteration 36Q (81513.510000 sec): 3 clusters
  Score: Raw -949300.222005 + Penalty 3006.013589 = -946294.208416
  nChanged 38
		SP:Iteration 37Q (81513.770000 sec): 3 clusters
  Score: Raw -949305.749205 + Penalty 3006.013589 = -946299.735616
  nChanged 28
		SP:Iteration 38Q (81514.040000 sec): 3 clusters
  Score: Raw -949309.373450 + Penalty 3006.013589 = -946303.359861
  nChanged 31
		SP:Iteration 39Q (81514.300000 sec): 3 clusters
  Score: Raw -949313.078978 + Penalty 3006.013589 = -946307.065388
  nChanged 23
		SP:Iteration 40F (81514.570000 sec): 3 clusters
  Score: Raw -949315.799699 + Penalty 3006.013589 = -946309.786110
  nChanged 20
		SP:Iteration 41Q (81514.830000 sec): 3 clusters
  Score: Raw -949318.450566 + Penalty 3006.013589 = -946312.436977
  nChanged 25
		SP:Iteration 42Q (81515.100000 sec): 3 clusters
  Score: Raw -949322.330022 + Penalty 3006.013589 = -946316.316433
  nChanged 27
		SP:Iteration 43Q (81515.360000 sec): 3 clusters
  Score: Raw -949326.512412 + Penalty 3006.013589 = -946320.498822
  nChanged 26
		SP:Iteration 44Q (81515.620000 sec): 3 clusters
  Score: Raw -949329.687993 + Penalty 3006.013589 = -946323.674403
  nChanged 18
		SP:Iteration 45Q (81515.880000 sec): 3 clusters
  Score: Raw -949331.930845 + Penalty 3006.013589 = -946325.917255
  nChanged 17
		SP:Iteration 46Q (81516.140000 sec): 3 clusters
  Score: Raw -949334.669643 + Penalty 3006.013589 = -946328.656054
  nChanged 19
		SP:Iteration 47Q (81516.410000 sec): 3 clusters
  Score: Raw -949337.203159 + Penalty 3006.013589 = -946331.189570
  nChanged 24
		SP:Iteration 48Q (81516.670000 sec): 3 clusters
  Score: Raw -949340.123130 + Penalty 3006.013589 = -946334.109540
  nChanged 19
		SP:Iteration 49Q (81516.930000 sec): 3 clusters
  Score: Raw -949342.735759 + Penalty 3006.013589 = -946336.722170
  nChanged 20
		SP:Iteration 50Q (81517.200000 sec): 3 clusters
  Score: Raw -949345.483771 + Penalty 3006.013589 = -946339.470182
  nChanged 23
		SP:Iteration 51Q (81517.500000 sec): 3 clusters
  Score: Raw -949348.304691 + Penalty 3006.013589 = -946342.291102
  nChanged 25
		SP:Iteration 52Q (81517.750000 sec): 3 clusters
  Score: Raw -949352.348923 + Penalty 3006.013589 = -946346.335334
  nChanged 27
		SP:Iteration 53Q (81518.020000 sec): 3 clusters
  Score: Raw -949356.037308 + Penalty 3006.013589 = -946350.023719
  nChanged 22
		SP:Iteration 54Q (81518.280000 sec): 3 clusters
  Score: Raw -949359.148014 + Penalty 3006.013589 = -946353.134425
  nChanged 28
		SP:Iteration 55Q (81518.550000 sec): 3 clusters
  Score: Raw -949362.630975 + Penalty 3006.013589 = -946356.617386
  nChanged 25
		SP:Iteration 56Q (81518.820000 sec): 3 clusters
  Score: Raw -949366.244560 + Penalty 3006.013589 = -946360.230971
  nChanged 28
		SP:Iteration 57Q (81519.080000 sec): 3 clusters
  Score: Raw -949370.490524 + Penalty 3006.013589 = -946364.476935
  nChanged 37
		SP:Iteration 58Q (81519.340000 sec): 3 clusters
  Score: Raw -949375.952059 + Penalty 3006.013589 = -946369.938470
  nChanged 38
		SP:Iteration 59Q (81519.610000 sec): 3 clusters
  Score: Raw -949381.068960 + Penalty 3006.013589 = -946375.055371
  nChanged 35
		SP:Iteration 60F (81519.880000 sec): 3 clusters
  Score: Raw -949386.034696 + Penalty 3006.013589 = -946380.021106
  nChanged 38
		SP:Iteration 61Q (81520.140000 sec): 3 clusters
  Score: Raw -949391.132750 + Penalty 3006.013589 = -946385.119161
  nChanged 38
		SP:Iteration 62Q (81520.410000 sec): 3 clusters
  Score: Raw -949396.055084 + Penalty 3006.013589 = -946390.041494
  nChanged 30
		SP:Iteration 63Q (81520.680000 sec): 3 clusters
  Score: Raw -949400.098495 + Penalty 3006.013589 = -946394.084906
  nChanged 30
		SP:Iteration 64Q (81520.940000 sec): 3 clusters
  Score: Raw -949405.086039 + Penalty 3006.013589 = -946399.072450
  nChanged 26
		SP:Iteration 65Q (81521.260000 sec): 3 clusters
  Score: Raw -949409.758157 + Penalty 3006.013589 = -946403.744568
  nChanged 38
		SP:Iteration 66Q (81521.440000 sec): 3 clusters
  Score: Raw -949415.339268 + Penalty 3006.013589 = -946409.325679
  nChanged 30
		SP:Iteration 67Q (81521.700000 sec): 3 clusters
  Score: Raw -949419.858011 + Penalty 3006.013589 = -946413.844422
  nChanged 31
		SP:Iteration 68Q (81521.960000 sec): 3 clusters
  Score: Raw -949424.336585 + Penalty 3006.013589 = -946418.322995
  nChanged 40
		SP:Iteration 69Q (81522.220000 sec): 3 clusters
  Score: Raw -949431.066205 + Penalty 3006.013589 = -946425.052615
  nChanged 43
		SP:Iteration 70Q (81522.490000 sec): 3 clusters
  Score: Raw -949437.442067 + Penalty 3006.013589 = -946431.428478
  nChanged 41
		SP:Iteration 71Q (81522.750000 sec): 3 clusters
  Score: Raw -949443.941708 + Penalty 3006.013589 = -946437.928119
  nChanged 39
		SP:Iteration 72Q (81523.010000 sec): 3 clusters
  Score: Raw -949450.360642 + Penalty 3006.013589 = -946444.347053
  nChanged 44
		SP:Iteration 73Q (81523.280000 sec): 3 clusters
  Score: Raw -949457.500146 + Penalty 3006.013589 = -946451.486557
  nChanged 44
		SP:Iteration 74Q (81523.540000 sec): 3 clusters
  Score: Raw -949465.382523 + Penalty 3006.013589 = -946459.368934
  nChanged 62
		SP:Iteration 75Q (81523.800000 sec): 3 clusters
  Score: Raw -949476.673089 + Penalty 3006.013589 = -946470.659500
  nChanged 53
		SP:Iteration 76Q (81524.070000 sec): 3 clusters
  Score: Raw -949485.898677 + Penalty 3006.013589 = -946479.885088
  nChanged 56
		SP:Iteration 77Q (81524.330000 sec): 3 clusters
  Score: Raw -949496.160020 + Penalty 3006.013589 = -946490.146431
  nChanged 50
		SP:Iteration 78Q (81524.600000 sec): 3 clusters
  Score: Raw -949507.287172 + Penalty 3006.013589 = -946501.273583
  nChanged 53
		SP:Iteration 79Q (81524.860000 sec): 3 clusters
  Score: Raw -949518.519416 + Penalty 3006.013589 = -946512.505827
  nChanged 62
		SP:Iteration 80F (81525.130000 sec): 3 clusters
  Score: Raw -949531.235736 + Penalty 3006.013589 = -946525.222147
  nChanged 67
		SP:Iteration 81Q (81525.390000 sec): 3 clusters
  Score: Raw -949547.196563 + Penalty 3006.013589 = -946541.182974
  nChanged 81
		SP:Iteration 82Q (81525.660000 sec): 3 clusters
  Score: Raw -949567.033575 + Penalty 3006.013589 = -946561.019986
  nChanged 86
		SP:Iteration 83Q (81525.920000 sec): 3 clusters
  Score: Raw -949589.329155 + Penalty 3006.013589 = -946583.315566
  nChanged 96
		SP:Iteration 84Q (81526.180000 sec): 3 clusters
  Score: Raw -949613.997283 + Penalty 3006.013589 = -946607.983694
  nChanged 100
		SP:Iteration 85Q (81526.450000 sec): 3 clusters
  Score: Raw -949639.035454 + Penalty 3006.013589 = -946633.021865
  nChanged 85
		SP:Iteration 86Q (81526.720000 sec): 3 clusters
  Score: Raw -949660.282159 + Penalty 3006.013589 = -946654.268570
  nChanged 93
		SP:Iteration 87Q (81526.980000 sec): 3 clusters
  Score: Raw -949680.904694 + Penalty 3006.013589 = -946674.891104
  nChanged 88
		SP:Iteration 88Q (81527.240000 sec): 3 clusters
  Score: Raw -949699.670026 + Penalty 3006.013589 = -946693.656437
  nChanged 82
		SP:Iteration 89Q (81527.510000 sec): 3 clusters
  Score: Raw -949720.314675 + Penalty 3006.013589 = -946714.301085
  nChanged 94
		SP:Iteration 90Q (81527.770000 sec): 3 clusters
  Score: Raw -949744.960865 + Penalty 3006.013589 = -946738.947276
  nChanged 95
		SP:Iteration 91Q (81528.040000 sec): 3 clusters
  Score: Raw -949769.971831 + Penalty 3006.013589 = -946763.958242
  nChanged 87
		SP:Iteration 92Q (81528.350000 sec): 3 clusters
  Score: Raw -949793.606017 + Penalty 3006.013589 = -946787.592428
  nChanged 91
		SP:Iteration 93Q (81528.530000 sec): 3 clusters
  Score: Raw -949817.989820 + Penalty 3006.013589 = -946811.976231
  nChanged 101
		SP:Iteration 94Q (81528.800000 sec): 3 clusters
  Score: Raw -949844.964541 + Penalty 3006.013589 = -946838.950952
  nChanged 97
		SP:Iteration 95Q (81529.060000 sec): 3 clusters
  Score: Raw -949872.235303 + Penalty 3006.013589 = -946866.221714
  nChanged 96
		SP:Iteration 96Q (81529.320000 sec): 3 clusters
  Score: Raw -949900.441865 + Penalty 3006.013589 = -946894.428276
  nChanged 88
		SP:Iteration 97Q (81529.580000 sec): 3 clusters
  Score: Raw -949927.033061 + Penalty 3006.013589 = -946921.019471
  nChanged 101
		SP:Iteration 98Q (81529.840000 sec): 3 clusters
  Score: Raw -949955.205449 + Penalty 3006.013589 = -946949.191859
  nChanged 93
		SP:Iteration 99Q (81530.110000 sec): 3 clusters
  Score: Raw -949983.471303 + Penalty 3006.013589 = -946977.457714
  nChanged 95
		SP:Iteration 100F (81530.370000 sec): 3 clusters
  Score: Raw -950009.161377 + Penalty 3006.013589 = -947003.147787
  nChanged 83
		SP:Iteration 101Q (81530.630000 sec): 3 clusters
  Score: Raw -950033.353435 + Penalty 3006.013589 = -947027.339846
  nChanged 78
		SP:Iteration 102Q (81530.900000 sec): 3 clusters
  Score: Raw -950058.573032 + Penalty 3006.013589 = -947052.559443
  nChanged 72
		SP:Iteration 103Q (81531.160000 sec): 3 clusters
  Score: Raw -950081.484465 + Penalty 3006.013589 = -947075.470876
  nChanged 70
		SP:Iteration 104Q (81531.420000 sec): 3 clusters
  Score: Raw -950101.472581 + Penalty 3006.013589 = -947095.458992
  nChanged 66
		SP:Iteration 105Q (81531.640000 sec): 3 clusters
  Score: Raw -950120.652069 + Penalty 3006.013589 = -947114.638479
  nChanged 67
		SP:Iteration 106Q (81531.860000 sec): 3 clusters
  Score: Raw -950141.656490 + Penalty 3006.013589 = -947135.642901
  nChanged 57
		SP:Iteration 107Q (81532.080000 sec): 3 clusters
  Score: Raw -950158.206824 + Penalty 3006.013589 = -947152.193235
  nChanged 49
		SP:Iteration 108Q (81532.300000 sec): 3 clusters
  Score: Raw -950170.465169 + Penalty 3006.013589 = -947164.451579
  nChanged 43
		SP:Iteration 109Q (81532.520000 sec): 3 clusters
  Score: Raw -950180.594662 + Penalty 3006.013589 = -947174.581073
  nChanged 38
		SP:Iteration 110Q (81532.740000 sec): 3 clusters
  Score: Raw -950190.507099 + Penalty 3006.013589 = -947184.493509
  nChanged 34
		SP:Iteration 111Q (81532.960000 sec): 3 clusters
  Score: Raw -950198.696772 + Penalty 3006.013589 = -947192.683183
  nChanged 31
		SP:Iteration 112Q (81533.180000 sec): 3 clusters
  Score: Raw -950205.708215 + Penalty 3006.013589 = -947199.694626
  nChanged 22
		SP:Iteration 113Q (81533.410000 sec): 3 clusters
  Score: Raw -950210.216720 + Penalty 3006.013589 = -947204.203131
  nChanged 18
		SP:Iteration 114Q (81533.630000 sec): 3 clusters
  Score: Raw -950214.799876 + Penalty 3006.013589 = -947208.786287
  nChanged 25
		SP:Iteration 115Q (81533.850000 sec): 3 clusters
  Score: Raw -950220.615849 + Penalty 3006.013589 = -947214.602259
  nChanged 22
		SP:Iteration 116Q (81534.110000 sec): 3 clusters
  Score: Raw -950225.477272 + Penalty 3006.013589 = -947219.463683
  nChanged 19
		SP:Iteration 117Q (81534.370000 sec): 3 clusters
  Score: Raw -950229.694116 + Penalty 3006.013589 = -947223.680527
  nChanged 13
		SP:Iteration 118Q (81534.610000 sec): 3 clusters
  Score: Raw -950232.919624 + Penalty 3006.013589 = -947226.906035
  nChanged 14
		SP:Iteration 119Q (81534.830000 sec): 3 clusters
  Score: Raw -950235.552273 + Penalty 3006.013589 = -947229.538684
  nChanged 12
		SP:Iteration 120F (81535.090000 sec): 3 clusters
  Score: Raw -950238.252473 + Penalty 3006.013589 = -947232.238883
  nChanged 15
		SP:Iteration 121Q (81535.360000 sec): 3 clusters
  Score: Raw -950241.775123 + Penalty 3006.013589 = -947235.761534
  nChanged 9
		SP:Iteration 122Q (81535.620000 sec): 3 clusters
  Score: Raw -950244.047087 + Penalty 3006.013589 = -947238.033498
  nChanged 11
		SP:Iteration 123Q (81535.880000 sec): 3 clusters
  Score: Raw -950246.360217 + Penalty 3006.013589 = -947240.346628
  nChanged 11
		SP:Iteration 124Q (81536.100000 sec): 3 clusters
  Score: Raw -950248.651428 + Penalty 3006.013589 = -947242.637838
  nChanged 13
		SP:Iteration 125Q (81536.360000 sec): 3 clusters
  Score: Raw -950250.980109 + Penalty 3006.013589 = -947244.966520
  nChanged 4
		SP:Iteration 126Q (81536.630000 sec): 3 clusters
  Score: Raw -950251.601186 + Penalty 3006.013589 = -947245.587597
  nChanged 3
		SP:Iteration 127Q (81536.890000 sec): 3 clusters
  Score: Raw -950252.163738 + Penalty 3006.013589 = -947246.150149
  nChanged 2
		SP:Iteration 128Q (81537.110000 sec): 3 clusters
  Score: Raw -950252.517593 + Penalty 3006.013589 = -947246.504004
  nChanged 3
		SP:Iteration 129Q (81537.330000 sec): 3 clusters
  Score: Raw -950253.018419 + Penalty 3006.013589 = -947247.004830
  nChanged 4
		SP:Iteration 130Q (81537.590000 sec): 3 clusters
  Score: Raw -950253.835950 + Penalty 3006.013589 = -947247.822361
  nChanged 1
		SP:Iteration 131Q (81537.850000 sec): 3 clusters
  Score: Raw -950254.138135 + Penalty 3006.013589 = -947248.124546
  nChanged 1
		SP:Iteration 132Q (81538.110000 sec): 3 clusters
  Score: Raw -950254.241807 + Penalty 3006.013589 = -947248.228218
  nChanged 0
		SP:Iteration 133F (81538.370000 sec): 3 clusters
  Score: Raw -950254.241807 + Penalty 3006.013589 = -947248.228218
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (20232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81538.590000 sec): 2 clusters
  Score: Raw -1915142.820361 + Penalty 1611.190878 = -1913531.629483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81538.950000 sec): 3 clusters
  Score: Raw -1902859.790661 + Penalty 3222.381756 = -1899637.408905
  nChanged 9247
		SP:Iteration 1F (81539.260000 sec): 3 clusters
  Score: Raw -1908142.964977 + Penalty 3222.381756 = -1904920.583220
  nChanged 1216
		SP:Iteration 2F (81539.530000 sec): 3 clusters
  Score: Raw -1908694.566178 + Penalty 3222.381756 = -1905472.184422
  nChanged 1263
		SP:Iteration 3F (81539.810000 sec): 3 clusters
  Score: Raw -1909338.718250 + Penalty 3222.381756 = -1906116.336494
  nChanged 1272
		SP:Iteration 4F (81540.200000 sec): 3 clusters
  Score: Raw -1910017.814061 + Penalty 3222.381756 = -1906795.432305
  nChanged 1207
		SP:Iteration 5F (81540.560000 sec): 3 clusters
  Score: Raw -1910647.319724 + Penalty 3222.381756 = -1907424.937968
  nChanged 1136
		SP:Iteration 6F (81540.920000 sec): 3 clusters
  Score: Raw -1911206.477679 + Penalty 3222.381756 = -1907984.095923
  nChanged 946
		SP:Iteration 7Q (81541.280000 sec): 3 clusters
  Score: Raw -1911568.275640 + Penalty 3222.381756 = -1908345.893884
  nChanged 698
		SP:Iteration 8Q (81541.610000 sec): 3 clusters
  Score: Raw -1911799.845511 + Penalty 3222.381756 = -1908577.463755
  nChanged 562
		SP:Iteration 9Q (81541.900000 sec): 3 clusters
  Score: Raw -1911961.515321 + Penalty 3222.381756 = -1908739.133565
  nChanged 438
		SP:Iteration 10Q (81542.230000 sec): 3 clusters
  Score: Raw -1912072.184592 + Penalty 3222.381756 = -1908849.802836
  nChanged 350
		SP:Iteration 11Q (81542.510000 sec): 3 clusters
  Score: Raw -1912148.965646 + Penalty 3222.381756 = -1908926.583890
  nChanged 284
		SP:Iteration 12Q (81542.840000 sec): 3 clusters
  Score: Raw -1912206.948108 + Penalty 3222.381756 = -1908984.566352
  nChanged 239
		SP:Iteration 13Q (81543.150000 sec): 3 clusters
  Score: Raw -1912254.481592 + Penalty 3222.381756 = -1909032.099835
  nChanged 228
		SP:Iteration 14Q (81543.470000 sec): 3 clusters
  Score: Raw -1912304.234930 + Penalty 3222.381756 = -1909081.853174
  nChanged 244
		SP:Iteration 15Q (81543.830000 sec): 3 clusters
  Score: Raw -1912358.870446 + Penalty 3222.381756 = -1909136.488690
  nChanged 253
		SP:Iteration 16Q (81544.150000 sec): 3 clusters
  Score: Raw -1912418.689874 + Penalty 3222.381756 = -1909196.308118
  nChanged 262
		SP:Iteration 17Q (81544.510000 sec): 3 clusters
  Score: Raw -1912485.618642 + Penalty 3222.381756 = -1909263.236885
  nChanged 292
		SP:Iteration 18Q (81544.820000 sec): 3 clusters
  Score: Raw -1912565.813753 + Penalty 3222.381756 = -1909343.431996
  nChanged 320
		SP:Iteration 19Q (81545.140000 sec): 3 clusters
  Score: Raw -1912666.681574 + Penalty 3222.381756 = -1909444.299817
  nChanged 407
		SP:Iteration 20F (81545.540000 sec): 3 clusters
  Score: Raw -1912819.733403 + Penalty 3222.381756 = -1909597.351647
  nChanged 451
		SP:Iteration 21Q (81545.900000 sec): 3 clusters
  Score: Raw -1913008.554003 + Penalty 3222.381756 = -1909786.172247
  nChanged 472
		SP:Iteration 22Q (81546.190000 sec): 3 clusters
  Score: Raw -1913231.593010 + Penalty 3222.381756 = -1910009.211254
  nChanged 488
		SP:Iteration 23Q (81546.510000 sec): 3 clusters
  Score: Raw -1913507.843807 + Penalty 3222.381756 = -1910285.462051
  nChanged 514
		SP:Iteration 24Q (81546.820000 sec): 3 clusters
  Score: Raw -1913827.222365 + Penalty 3222.381756 = -1910604.840609
  nChanged 483
		SP:Iteration 25Q (81547.180000 sec): 3 clusters
  Score: Raw -1914151.363146 + Penalty 3222.381756 = -1910928.981389
  nChanged 415
		SP:Iteration 26Q (81547.530000 sec): 3 clusters
  Score: Raw -1914431.678244 + Penalty 3222.381756 = -1911209.296488
  nChanged 353
		SP:Iteration 27Q (81547.780000 sec): 3 clusters
  Score: Raw -1914668.233589 + Penalty 3222.381756 = -1911445.851833
  nChanged 255
		SP:Iteration 28Q (81548.160000 sec): 3 clusters
  Score: Raw -1914848.994559 + Penalty 3222.381756 = -1911626.612803
  nChanged 192
		SP:Iteration 29Q (81548.450000 sec): 3 clusters
  Score: Raw -1914997.731739 + Penalty 3222.381756 = -1911775.349982
  nChanged 127
		SP:Iteration 30Q (81548.770000 sec): 3 clusters
  Score: Raw -1915096.535957 + Penalty 3222.381756 = -1911874.154201
  nChanged 81
		SP:Iteration 31Q (81549.060000 sec): 3 clusters
  Score: Raw -1915163.265116 + Penalty 3222.381756 = -1911940.883360
  nChanged 63
		SP:Iteration 32Q (81549.370000 sec): 3 clusters
  Score: Raw -1915213.017441 + Penalty 3222.381756 = -1911990.635685
  nChanged 52
		SP:Iteration 33Q (81549.690000 sec): 3 clusters
  Score: Raw -1915254.534248 + Penalty 3222.381756 = -1912032.152492
  nChanged 38
		SP:Iteration 34Q (81550.010000 sec): 3 clusters
  Score: Raw -1915288.421406 + Penalty 3222.381756 = -1912066.039650
  nChanged 25
		SP:Iteration 35Q (81550.330000 sec): 3 clusters
  Score: Raw -1915308.450121 + Penalty 3222.381756 = -1912086.068365
  nChanged 19
		SP:Iteration 36Q (81550.650000 sec): 3 clusters
  Score: Raw -1915320.442278 + Penalty 3222.381756 = -1912098.060522
  nChanged 9
		SP:Iteration 37Q (81550.970000 sec): 3 clusters
  Score: Raw -1915327.016427 + Penalty 3222.381756 = -1912104.634671
  nChanged 12
		SP:Iteration 38Q (81551.280000 sec): 3 clusters
  Score: Raw -1915336.414134 + Penalty 3222.381756 = -1912114.032378
  nChanged 15
		SP:Iteration 39Q (81551.600000 sec): 3 clusters
  Score: Raw -1915351.727644 + Penalty 3222.381756 = -1912129.345887
  nChanged 11
		SP:Iteration 40F (81551.920000 sec): 3 clusters
  Score: Raw -1915360.066584 + Penalty 3222.381756 = -1912137.684827
  nChanged 7
		SP:Iteration 41Q (81552.240000 sec): 3 clusters
  Score: Raw -1915364.357820 + Penalty 3222.381756 = -1912141.976064
  nChanged 6
		SP:Iteration 42Q (81552.560000 sec): 3 clusters
  Score: Raw -1915367.430932 + Penalty 3222.381756 = -1912145.049176
  nChanged 3
		SP:Iteration 43Q (81552.880000 sec): 3 clusters
  Score: Raw -1915369.313460 + Penalty 3222.381756 = -1912146.931704
  nChanged 3
		SP:Iteration 44Q (81553.200000 sec): 3 clusters
  Score: Raw -1915371.797075 + Penalty 3222.381756 = -1912149.415318
  nChanged 2
		SP:Iteration 45Q (81553.520000 sec): 3 clusters
  Score: Raw -1915373.616436 + Penalty 3222.381756 = -1912151.234680
  nChanged 3
		SP:Iteration 46Q (81553.840000 sec): 3 clusters
  Score: Raw -1915376.892408 + Penalty 3222.381756 = -1912154.510652
  nChanged 2
		SP:Iteration 47Q (81554.160000 sec): 3 clusters
  Score: Raw -1915379.473696 + Penalty 3222.381756 = -1912157.091940
  nChanged 5
		SP:Iteration 48Q (81554.470000 sec): 3 clusters
  Score: Raw -1915383.814463 + Penalty 3222.381756 = -1912161.432707
  nChanged 3
		SP:Iteration 49Q (81554.790000 sec): 3 clusters
  Score: Raw -1915385.641234 + Penalty 3222.381756 = -1912163.259478
  nChanged 3
		SP:Iteration 50Q (81555.110000 sec): 3 clusters
  Score: Raw -1915388.395411 + Penalty 3222.381756 = -1912166.013655
  nChanged 2
		SP:Iteration 51Q (81555.430000 sec): 3 clusters
  Score: Raw -1915389.090487 + Penalty 3222.381756 = -1912166.708731
  nChanged 0
		SP:Iteration 52F (81555.750000 sec): 3 clusters
  Score: Raw -1915389.090487 + Penalty 3222.381756 = -1912166.708731
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (3213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81555.860000 sec): 2 clusters
  Score: Raw -260482.762945 + Penalty 1312.181058 = -259170.581887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81556.030000 sec): 3 clusters
  Score: Raw -258976.995090 + Penalty 2624.362117 = -256352.632973
  nChanged 1193
		SP:Iteration 1F (81556.190000 sec): 3 clusters
  Score: Raw -259661.074245 + Penalty 2624.362117 = -257036.712128
  nChanged 273
		SP:Iteration 2F (81556.250000 sec): 3 clusters
  Score: Raw -259853.400508 + Penalty 2624.362117 = -257229.038391
  nChanged 193
		SP:Iteration 3F (81556.310000 sec): 3 clusters
  Score: Raw -259997.782358 + Penalty 2624.362117 = -257373.420242
  nChanged 183
		SP:Iteration 4F (81556.380000 sec): 3 clusters
  Score: Raw -260132.387331 + Penalty 2624.362117 = -257508.025215
  nChanged 146
		SP:Iteration 5Q (81556.440000 sec): 3 clusters
  Score: Raw -260253.222574 + Penalty 2624.362117 = -257628.860457
  nChanged 136
		SP:Iteration 6Q (81556.500000 sec): 3 clusters
  Score: Raw -260368.921056 + Penalty 2624.362117 = -257744.558939
  nChanged 127
		SP:Iteration 7Q (81556.560000 sec): 3 clusters
  Score: Raw -260443.960434 + Penalty 2624.362117 = -257819.598317
  nChanged 85
		SP:Iteration 8Q (81556.620000 sec): 3 clusters
  Score: Raw -260496.604126 + Penalty 2624.362117 = -257872.242010
  nChanged 76
		SP:Iteration 9Q (81556.680000 sec): 3 clusters
  Score: Raw -260542.620316 + Penalty 2624.362117 = -257918.258199
  nChanged 63
		SP:Iteration 10Q (81556.750000 sec): 3 clusters
  Score: Raw -260580.528008 + Penalty 2624.362117 = -257956.165892
  nChanged 55
		SP:Iteration 11Q (81556.810000 sec): 3 clusters
  Score: Raw -260607.523395 + Penalty 2624.362117 = -257983.161279
  nChanged 41
		SP:Iteration 12Q (81556.870000 sec): 3 clusters
  Score: Raw -260630.478680 + Penalty 2624.362117 = -258006.116564
  nChanged 42
		SP:Iteration 13Q (81556.930000 sec): 3 clusters
  Score: Raw -260653.522210 + Penalty 2624.362117 = -258029.160093
  nChanged 41
		SP:Iteration 14Q (81556.990000 sec): 3 clusters
  Score: Raw -260675.772096 + Penalty 2624.362117 = -258051.409979
  nChanged 40
		SP:Iteration 15Q (81557.050000 sec): 3 clusters
  Score: Raw -260696.682563 + Penalty 2624.362117 = -258072.320446
  nChanged 33
		SP:Iteration 16Q (81557.110000 sec): 3 clusters
  Score: Raw -260711.971131 + Penalty 2624.362117 = -258087.609014
  nChanged 27
		SP:Iteration 17Q (81557.170000 sec): 3 clusters
  Score: Raw -260723.365058 + Penalty 2624.362117 = -258099.002941
  nChanged 28
		SP:Iteration 18Q (81557.230000 sec): 3 clusters
  Score: Raw -260739.417231 + Penalty 2624.362117 = -258115.055115
  nChanged 26
		SP:Iteration 19Q (81557.290000 sec): 3 clusters
  Score: Raw -260753.906189 + Penalty 2624.362117 = -258129.544072
  nChanged 26
		SP:Iteration 20F (81557.360000 sec): 3 clusters
  Score: Raw -260765.848044 + Penalty 2624.362117 = -258141.485928
  nChanged 18
		SP:Iteration 21Q (81557.420000 sec): 3 clusters
  Score: Raw -260775.167860 + Penalty 2624.362117 = -258150.805743
  nChanged 17
		SP:Iteration 22Q (81557.480000 sec): 3 clusters
  Score: Raw -260783.014214 + Penalty 2624.362117 = -258158.652097
  nChanged 17
		SP:Iteration 23Q (81557.540000 sec): 3 clusters
  Score: Raw -260789.226504 + Penalty 2624.362117 = -258164.864388
  nChanged 15
		SP:Iteration 24Q (81557.600000 sec): 3 clusters
  Score: Raw -260796.161687 + Penalty 2624.362117 = -258171.799570
  nChanged 12
		SP:Iteration 25Q (81557.670000 sec): 3 clusters
  Score: Raw -260802.186910 + Penalty 2624.362117 = -258177.824793
  nChanged 18
		SP:Iteration 26Q (81557.730000 sec): 3 clusters
  Score: Raw -260807.919995 + Penalty 2624.362117 = -258183.557878
  nChanged 11
		SP:Iteration 27Q (81557.790000 sec): 3 clusters
  Score: Raw -260810.727904 + Penalty 2624.362117 = -258186.365787
  nChanged 8
		SP:Iteration 28Q (81557.950000 sec): 3 clusters
  Score: Raw -260815.017559 + Penalty 2624.362117 = -258190.655442
  nChanged 12
		SP:Iteration 29Q (81558.130000 sec): 3 clusters
  Score: Raw -260820.810088 + Penalty 2624.362117 = -258196.447971
  nChanged 13
		SP:Iteration 30Q (81558.310000 sec): 3 clusters
  Score: Raw -260826.564829 + Penalty 2624.362117 = -258202.202713
  nChanged 11
		SP:Iteration 31Q (81558.480000 sec): 3 clusters
  Score: Raw -260830.246247 + Penalty 2624.362117 = -258205.884130
  nChanged 8
		SP:Iteration 32Q (81558.660000 sec): 3 clusters
  Score: Raw -260833.195127 + Penalty 2624.362117 = -258208.833010
  nChanged 9
		SP:Iteration 33Q (81558.830000 sec): 3 clusters
  Score: Raw -260834.759119 + Penalty 2624.362117 = -258210.397002
  nChanged 3
		SP:Iteration 34Q (81559.010000 sec): 3 clusters
  Score: Raw -260835.354250 + Penalty 2624.362117 = -258210.992133
  nChanged 4
		SP:Iteration 35Q (81559.190000 sec): 3 clusters
  Score: Raw -260836.127066 + Penalty 2624.362117 = -258211.764949
  nChanged 3
		SP:Iteration 36Q (81559.360000 sec): 3 clusters
  Score: Raw -260836.972307 + Penalty 2624.362117 = -258212.610190
  nChanged 6
		SP:Iteration 37Q (81559.540000 sec): 3 clusters
  Score: Raw -260838.793253 + Penalty 2624.362117 = -258214.431136
  nChanged 5
		SP:Iteration 38Q (81559.710000 sec): 3 clusters
  Score: Raw -260840.819951 + Penalty 2624.362117 = -258216.457834
  nChanged 6
		SP:Iteration 39Q (81559.890000 sec): 3 clusters
  Score: Raw -260842.219316 + Penalty 2624.362117 = -258217.857199
  nChanged 3
		SP:Iteration 40F (81560.070000 sec): 3 clusters
  Score: Raw -260843.539921 + Penalty 2624.362117 = -258219.177804
  nChanged 2
		SP:Iteration 41Q (81560.240000 sec): 3 clusters
  Score: Raw -260843.809506 + Penalty 2624.362117 = -258219.447389
  nChanged 0
		SP:Iteration 42F (81560.420000 sec): 3 clusters
  Score: Raw -260843.809506 + Penalty 2624.362117 = -258219.447389
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81560.500000 sec): 2 clusters
  Score: Raw -80848.480899 + Penalty 1136.812000 = -79711.668899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81560.680000 sec): 3 clusters
  Score: Raw -80578.356665 + Penalty 2273.624001 = -78304.732664
  nChanged 333
		SP:Iteration 1F (81560.850000 sec): 3 clusters
  Score: Raw -81050.747593 + Penalty 2273.624001 = -78777.123593
  nChanged 98
		SP:Iteration 2F (81561.030000 sec): 3 clusters
  Score: Raw -81196.433844 + Penalty 2273.624001 = -78922.809844
  nChanged 60
		SP:Iteration 3F (81561.210000 sec): 3 clusters
  Score: Raw -81325.561569 + Penalty 2273.624001 = -79051.937568
  nChanged 45
		SP:Iteration 4Q (81561.380000 sec): 3 clusters
  Score: Raw -81424.833861 + Penalty 2273.624001 = -79151.209860
  nChanged 39
		SP:Iteration 5Q (81561.560000 sec): 3 clusters
  Score: Raw -81509.545374 + Penalty 2273.624001 = -79235.921373
  nChanged 26
		SP:Iteration 6Q (81561.730000 sec): 3 clusters
  Score: Raw -81547.633423 + Penalty 2273.624001 = -79274.009422
  nChanged 18
		SP:Iteration 7Q (81561.910000 sec): 3 clusters
  Score: Raw -81570.454897 + Penalty 2273.624001 = -79296.830896
  nChanged 14
		SP:Iteration 8Q (81562.090000 sec): 3 clusters
  Score: Raw -81583.784877 + Penalty 2273.624001 = -79310.160876
  nChanged 5
		SP:Iteration 9Q (81562.260000 sec): 3 clusters
  Score: Raw -81588.444550 + Penalty 2273.624001 = -79314.820549
  nChanged 1
		SP:Iteration 10Q (81562.440000 sec): 3 clusters
  Score: Raw -81588.909212 + Penalty 2273.624001 = -79315.285212
  nChanged 2
		SP:Iteration 11Q (81562.610000 sec): 3 clusters
  Score: Raw -81593.304653 + Penalty 2273.624001 = -79319.680652
  nChanged 4
		SP:Iteration 12Q (81562.790000 sec): 3 clusters
  Score: Raw -81596.948357 + Penalty 2273.624001 = -79323.324357
  nChanged 1
		SP:Iteration 13Q (81562.970000 sec): 3 clusters
  Score: Raw -81597.345447 + Penalty 2273.624001 = -79323.721446
  nChanged 0
		SP:Iteration 14F (81563.140000 sec): 3 clusters
  Score: Raw -81597.345447 + Penalty 2273.624001 = -79323.721446
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (6123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81563.240000 sec): 2 clusters
  Score: Raw -541659.214920 + Penalty 1416.968711 = -540242.246209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81563.410000 sec): 3 clusters
  Score: Raw -538459.775847 + Penalty 2833.937422 = -535625.838425
  nChanged 2516
		SP:Iteration 1F (81563.560000 sec): 3 clusters
  Score: Raw -540262.297303 + Penalty 2833.937422 = -537428.359881
  nChanged 585
		SP:Iteration 2F (81563.660000 sec): 3 clusters
  Score: Raw -540765.891159 + Penalty 2833.937422 = -537931.953737
  nChanged 477
		SP:Iteration 3F (81563.760000 sec): 3 clusters
  Score: Raw -541137.137015 + Penalty 2833.937422 = -538303.199594
  nChanged 374
		SP:Iteration 4F (81563.860000 sec): 3 clusters
  Score: Raw -541395.777717 + Penalty 2833.937422 = -538561.840296
  nChanged 281
		SP:Iteration 5Q (81563.960000 sec): 3 clusters
  Score: Raw -541560.931015 + Penalty 2833.937422 = -538726.993594
  nChanged 220
		SP:Iteration 6Q (81564.070000 sec): 3 clusters
  Score: Raw -541656.798090 + Penalty 2833.937422 = -538822.860669
  nChanged 183
		SP:Iteration 7Q (81564.250000 sec): 3 clusters
  Score: Raw -541733.841063 + Penalty 2833.937422 = -538899.903641
  nChanged 142
		SP:Iteration 8Q (81564.410000 sec): 3 clusters
  Score: Raw -541798.559821 + Penalty 2833.937422 = -538964.622399
  nChanged 139
		SP:Iteration 9Q (81564.580000 sec): 3 clusters
  Score: Raw -541859.187794 + Penalty 2833.937422 = -539025.250372
  nChanged 124
		SP:Iteration 10Q (81564.740000 sec): 3 clusters
  Score: Raw -541923.200270 + Penalty 2833.937422 = -539089.262848
  nChanged 114
		SP:Iteration 11Q (81564.910000 sec): 3 clusters
  Score: Raw -541997.581425 + Penalty 2833.937422 = -539163.644003
  nChanged 124
		SP:Iteration 12Q (81565.080000 sec): 3 clusters
  Score: Raw -542065.514486 + Penalty 2833.937422 = -539231.577064
  nChanged 116
		SP:Iteration 13Q (81565.240000 sec): 3 clusters
  Score: Raw -542121.455934 + Penalty 2833.937422 = -539287.518512
  nChanged 100
		SP:Iteration 14Q (81565.400000 sec): 3 clusters
  Score: Raw -542165.580277 + Penalty 2833.937422 = -539331.642856
  nChanged 87
		SP:Iteration 15Q (81565.570000 sec): 3 clusters
  Score: Raw -542201.143835 + Penalty 2833.937422 = -539367.206414
  nChanged 72
		SP:Iteration 16Q (81565.740000 sec): 3 clusters
  Score: Raw -542223.484829 + Penalty 2833.937422 = -539389.547407
  nChanged 65
		SP:Iteration 17Q (81565.900000 sec): 3 clusters
  Score: Raw -542242.269975 + Penalty 2833.937422 = -539408.332554
  nChanged 43
		SP:Iteration 18Q (81566.070000 sec): 3 clusters
  Score: Raw -542256.054523 + Penalty 2833.937422 = -539422.117102
  nChanged 35
		SP:Iteration 19Q (81566.230000 sec): 3 clusters
  Score: Raw -542265.435054 + Penalty 2833.937422 = -539431.497632
  nChanged 25
		SP:Iteration 20F (81566.400000 sec): 3 clusters
  Score: Raw -542270.999117 + Penalty 2833.937422 = -539437.061695
  nChanged 17
		SP:Iteration 21Q (81566.570000 sec): 3 clusters
  Score: Raw -542274.913820 + Penalty 2833.937422 = -539440.976398
  nChanged 11
		SP:Iteration 22Q (81566.730000 sec): 3 clusters
  Score: Raw -542277.279186 + Penalty 2833.937422 = -539443.341764
  nChanged 16
		SP:Iteration 23Q (81566.900000 sec): 3 clusters
  Score: Raw -542280.787254 + Penalty 2833.937422 = -539446.849833
  nChanged 19
		SP:Iteration 24Q (81567.060000 sec): 3 clusters
  Score: Raw -542283.537498 + Penalty 2833.937422 = -539449.600076
  nChanged 9
		SP:Iteration 25Q (81567.230000 sec): 3 clusters
  Score: Raw -542284.768936 + Penalty 2833.937422 = -539450.831514
  nChanged 6
		SP:Iteration 26Q (81567.390000 sec): 3 clusters
  Score: Raw -542285.612190 + Penalty 2833.937422 = -539451.674768
  nChanged 3
		SP:Iteration 27Q (81567.560000 sec): 3 clusters
  Score: Raw -542285.956376 + Penalty 2833.937422 = -539452.018954
  nChanged 4
		SP:Iteration 28Q (81567.660000 sec): 3 clusters
  Score: Raw -542286.606258 + Penalty 2833.937422 = -539452.668836
  nChanged 5
		SP:Iteration 29Q (81567.850000 sec): 3 clusters
  Score: Raw -542287.715945 + Penalty 2833.937422 = -539453.778524
  nChanged 4
		SP:Iteration 30Q (81568.060000 sec): 3 clusters
  Score: Raw -542288.368614 + Penalty 2833.937422 = -539454.431193
  nChanged 5
		SP:Iteration 31Q (81568.230000 sec): 3 clusters
  Score: Raw -542289.092766 + Penalty 2833.937422 = -539455.155344
  nChanged 3
		SP:Iteration 32Q (81568.370000 sec): 3 clusters
  Score: Raw -542289.460697 + Penalty 2833.937422 = -539455.523276
  nChanged 3
		SP:Iteration 33Q (81568.550000 sec): 3 clusters
  Score: Raw -542289.749416 + Penalty 2833.937422 = -539455.811995
  nChanged 3
		SP:Iteration 34Q (81568.710000 sec): 3 clusters
  Score: Raw -542289.952014 + Penalty 2833.937422 = -539456.014592
  nChanged 1
		SP:Iteration 35Q (81568.870000 sec): 3 clusters
  Score: Raw -542290.023559 + Penalty 2833.937422 = -539456.086138
  nChanged 0
		SP:Iteration 36F (81569.040000 sec): 3 clusters
  Score: Raw -542290.023559 + Penalty 2833.937422 = -539456.086138
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (2328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81569.140000 sec): 2 clusters
  Score: Raw -155627.594005 + Penalty 1259.824281 = -154367.769723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81569.190000 sec): 3 clusters
  Score: Raw -154573.811136 + Penalty 2519.648563 = -152054.162573
  nChanged 867
		SP:Iteration 1F (81569.230000 sec): 3 clusters
  Score: Raw -155213.321300 + Penalty 2519.648563 = -152693.672737
  nChanged 240
		SP:Iteration 2F (81569.280000 sec): 3 clusters
  Score: Raw -155488.387194 + Penalty 2519.648563 = -152968.738631
  nChanged 172
		SP:Iteration 3F (81569.320000 sec): 3 clusters
  Score: Raw -155698.911289 + Penalty 2519.648563 = -153179.262726
  nChanged 138
		SP:Iteration 4F (81569.360000 sec): 3 clusters
  Score: Raw -155889.175359 + Penalty 2519.648563 = -153369.526796
  nChanged 123
		SP:Iteration 5F (81569.410000 sec): 3 clusters
  Score: Raw -155996.172653 + Penalty 2519.648563 = -153476.524090
  nChanged 75
		SP:Iteration 6Q (81569.450000 sec): 3 clusters
  Score: Raw -156054.731505 + Penalty 2519.648563 = -153535.082942
  nChanged 61
		SP:Iteration 7Q (81569.490000 sec): 3 clusters
  Score: Raw -156107.903996 + Penalty 2519.648563 = -153588.255433
  nChanged 52
		SP:Iteration 8Q (81569.530000 sec): 3 clusters
  Score: Raw -156141.037944 + Penalty 2519.648563 = -153621.389381
  nChanged 37
		SP:Iteration 9Q (81569.580000 sec): 3 clusters
  Score: Raw -156160.054885 + Penalty 2519.648563 = -153640.406322
  nChanged 22
		SP:Iteration 10Q (81569.620000 sec): 3 clusters
  Score: Raw -156173.280707 + Penalty 2519.648563 = -153653.632144
  nChanged 17
		SP:Iteration 11Q (81569.670000 sec): 3 clusters
  Score: Raw -156183.067517 + Penalty 2519.648563 = -153663.418954
  nChanged 17
		SP:Iteration 12Q (81569.710000 sec): 3 clusters
  Score: Raw -156192.063962 + Penalty 2519.648563 = -153672.415399
  nChanged 15
		SP:Iteration 13Q (81569.750000 sec): 3 clusters
  Score: Raw -156198.880523 + Penalty 2519.648563 = -153679.231960
  nChanged 9
		SP:Iteration 14Q (81569.790000 sec): 3 clusters
  Score: Raw -156203.280455 + Penalty 2519.648563 = -153683.631892
  nChanged 11
		SP:Iteration 15Q (81569.840000 sec): 3 clusters
  Score: Raw -156210.251745 + Penalty 2519.648563 = -153690.603182
  nChanged 11
		SP:Iteration 16Q (81569.880000 sec): 3 clusters
  Score: Raw -156214.765562 + Penalty 2519.648563 = -153695.116999
  nChanged 13
		SP:Iteration 17Q (81569.930000 sec): 3 clusters
  Score: Raw -156221.464275 + Penalty 2519.648563 = -153701.815712
  nChanged 12
		SP:Iteration 18Q (81569.970000 sec): 3 clusters
  Score: Raw -156228.017246 + Penalty 2519.648563 = -153708.368683
  nChanged 11
		SP:Iteration 19Q (81570.010000 sec): 3 clusters
  Score: Raw -156233.227402 + Penalty 2519.648563 = -153713.578839
  nChanged 12
		SP:Iteration 20F (81570.050000 sec): 3 clusters
  Score: Raw -156239.926598 + Penalty 2519.648563 = -153720.278035
  nChanged 17
		SP:Iteration 21Q (81570.210000 sec): 3 clusters
  Score: Raw -156250.472555 + Penalty 2519.648563 = -153730.823992
  nChanged 20
		SP:Iteration 22Q (81570.390000 sec): 3 clusters
  Score: Raw -156262.611158 + Penalty 2519.648563 = -153742.962595
  nChanged 13
		SP:Iteration 23Q (81570.570000 sec): 3 clusters
  Score: Raw -156270.719412 + Penalty 2519.648563 = -153751.070849
  nChanged 18
		SP:Iteration 24Q (81570.740000 sec): 3 clusters
  Score: Raw -156281.510819 + Penalty 2519.648563 = -153761.862256
  nChanged 20
		SP:Iteration 25Q (81570.920000 sec): 3 clusters
  Score: Raw -156294.290377 + Penalty 2519.648563 = -153774.641814
  nChanged 14
		SP:Iteration 26Q (81571.090000 sec): 3 clusters
  Score: Raw -156299.101669 + Penalty 2519.648563 = -153779.453106
  nChanged 14
		SP:Iteration 27Q (81571.270000 sec): 3 clusters
  Score: Raw -156303.301652 + Penalty 2519.648563 = -153783.653089
  nChanged 10
		SP:Iteration 28Q (81571.450000 sec): 3 clusters
  Score: Raw -156307.101250 + Penalty 2519.648563 = -153787.452687
  nChanged 11
		SP:Iteration 29Q (81571.620000 sec): 3 clusters
  Score: Raw -156313.668837 + Penalty 2519.648563 = -153794.020274
  nChanged 16
		SP:Iteration 30Q (81571.800000 sec): 3 clusters
  Score: Raw -156323.707903 + Penalty 2519.648563 = -153804.059340
  nChanged 16
		SP:Iteration 31Q (81571.970000 sec): 3 clusters
  Score: Raw -156336.101244 + Penalty 2519.648563 = -153816.452681
  nChanged 22
		SP:Iteration 32Q (81572.150000 sec): 3 clusters
  Score: Raw -156352.497634 + Penalty 2519.648563 = -153832.849071
  nChanged 22
		SP:Iteration 33Q (81572.330000 sec): 3 clusters
  Score: Raw -156366.954348 + Penalty 2519.648563 = -153847.305785
  nChanged 25
		SP:Iteration 34Q (81572.500000 sec): 3 clusters
  Score: Raw -156387.045492 + Penalty 2519.648563 = -153867.396929
  nChanged 33
		SP:Iteration 35Q (81572.680000 sec): 3 clusters
  Score: Raw -156413.192975 + Penalty 2519.648563 = -153893.544412
  nChanged 32
		SP:Iteration 36Q (81572.850000 sec): 3 clusters
  Score: Raw -156439.895104 + Penalty 2519.648563 = -153920.246542
  nChanged 26
		SP:Iteration 37Q (81573.030000 sec): 3 clusters
  Score: Raw -156455.210360 + Penalty 2519.648563 = -153935.561797
  nChanged 14
		SP:Iteration 38Q (81573.210000 sec): 3 clusters
  Score: Raw -156464.460570 + Penalty 2519.648563 = -153944.812007
  nChanged 17
		SP:Iteration 39Q (81573.380000 sec): 3 clusters
  Score: Raw -156476.006043 + Penalty 2519.648563 = -153956.357480
  nChanged 18
		SP:Iteration 40F (81573.560000 sec): 3 clusters
  Score: Raw -156489.667891 + Penalty 2519.648563 = -153970.019328
  nChanged 19
		SP:Iteration 41Q (81573.730000 sec): 3 clusters
  Score: Raw -156504.398873 + Penalty 2519.648563 = -153984.750310
  nChanged 20
		SP:Iteration 42Q (81573.910000 sec): 3 clusters
  Score: Raw -156523.850618 + Penalty 2519.648563 = -154004.202056
  nChanged 25
		SP:Iteration 43Q (81574.080000 sec): 3 clusters
  Score: Raw -156554.663866 + Penalty 2519.648563 = -154035.015303
  nChanged 40
		SP:Iteration 44Q (81574.260000 sec): 3 clusters
  Score: Raw -156592.041405 + Penalty 2519.648563 = -154072.392842
  nChanged 29
		SP:Iteration 45Q (81574.430000 sec): 3 clusters
  Score: Raw -156616.876630 + Penalty 2519.648563 = -154097.228067
  nChanged 25
		SP:Iteration 46Q (81574.610000 sec): 3 clusters
  Score: Raw -156640.878011 + Penalty 2519.648563 = -154121.229448
  nChanged 26
		SP:Iteration 47Q (81574.790000 sec): 3 clusters
  Score: Raw -156661.071176 + Penalty 2519.648563 = -154141.422613
  nChanged 18
		SP:Iteration 48Q (81574.960000 sec): 3 clusters
  Score: Raw -156671.688373 + Penalty 2519.648563 = -154152.039810
  nChanged 14
		SP:Iteration 49Q (81575.140000 sec): 3 clusters
  Score: Raw -156679.464153 + Penalty 2519.648563 = -154159.815590
  nChanged 10
		SP:Iteration 50Q (81575.310000 sec): 3 clusters
  Score: Raw -156684.257559 + Penalty 2519.648563 = -154164.608996
  nChanged 6
		SP:Iteration 51Q (81575.490000 sec): 3 clusters
  Score: Raw -156686.010024 + Penalty 2519.648563 = -154166.361461
  nChanged 1
		SP:Iteration 52Q (81575.670000 sec): 3 clusters
  Score: Raw -156686.369421 + Penalty 2519.648563 = -154166.720858
  nChanged 1
		SP:Iteration 53Q (81575.840000 sec): 3 clusters
  Score: Raw -156686.785661 + Penalty 2519.648563 = -154167.137098
  nChanged 2
		SP:Iteration 54Q (81576.020000 sec): 3 clusters
  Score: Raw -156687.724322 + Penalty 2519.648563 = -154168.075759
  nChanged 2
		SP:Iteration 55Q (81576.190000 sec): 3 clusters
  Score: Raw -156688.026530 + Penalty 2519.648563 = -154168.377967
  nChanged 1
		SP:Iteration 56Q (81576.370000 sec): 3 clusters
  Score: Raw -156688.190692 + Penalty 2519.648563 = -154168.542129
  nChanged 0
		SP:Iteration 57F (81576.550000 sec): 3 clusters
  Score: Raw -156688.190692 + Penalty 2519.648563 = -154168.542129
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (2540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81576.660000 sec): 2 clusters
  Score: Raw -210466.268374 + Penalty 1273.986896 = -209192.281478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81576.800000 sec): 3 clusters
  Score: Raw -209304.623800 + Penalty 2547.973792 = -206756.650008
  nChanged 948
		SP:Iteration 1F (81576.850000 sec): 3 clusters
  Score: Raw -209926.032556 + Penalty 2547.973792 = -207378.058764
  nChanged 238
		SP:Iteration 2F (81576.900000 sec): 3 clusters
  Score: Raw -210108.050970 + Penalty 2547.973792 = -207560.077178
  nChanged 161
		SP:Iteration 3F (81576.950000 sec): 3 clusters
  Score: Raw -210244.554712 + Penalty 2547.973792 = -207696.580920
  nChanged 147
		SP:Iteration 4F (81577.000000 sec): 3 clusters
  Score: Raw -210360.355888 + Penalty 2547.973792 = -207812.382096
  nChanged 124
		SP:Iteration 5Q (81577.050000 sec): 3 clusters
  Score: Raw -210466.124192 + Penalty 2547.973792 = -207918.150400
  nChanged 94
		SP:Iteration 6Q (81577.100000 sec): 3 clusters
  Score: Raw -210535.818366 + Penalty 2547.973792 = -207987.844574
  nChanged 74
		SP:Iteration 7Q (81577.150000 sec): 3 clusters
  Score: Raw -210594.789327 + Penalty 2547.973792 = -208046.815535
  nChanged 67
		SP:Iteration 8Q (81577.200000 sec): 3 clusters
  Score: Raw -210657.217880 + Penalty 2547.973792 = -208109.244088
  nChanged 66
		SP:Iteration 9Q (81577.250000 sec): 3 clusters
  Score: Raw -210711.219249 + Penalty 2547.973792 = -208163.245457
  nChanged 61
		SP:Iteration 10Q (81577.310000 sec): 3 clusters
  Score: Raw -210761.563348 + Penalty 2547.973792 = -208213.589556
  nChanged 50
		SP:Iteration 11Q (81577.350000 sec): 3 clusters
  Score: Raw -210800.990899 + Penalty 2547.973792 = -208253.017107
  nChanged 37
		SP:Iteration 12Q (81577.410000 sec): 3 clusters
  Score: Raw -210826.702040 + Penalty 2547.973792 = -208278.728248
  nChanged 28
		SP:Iteration 13Q (81577.460000 sec): 3 clusters
  Score: Raw -210849.516856 + Penalty 2547.973792 = -208301.543064
  nChanged 27
		SP:Iteration 14Q (81577.510000 sec): 3 clusters
  Score: Raw -210867.809118 + Penalty 2547.973792 = -208319.835326
  nChanged 23
		SP:Iteration 15Q (81577.560000 sec): 3 clusters
  Score: Raw -210883.007868 + Penalty 2547.973792 = -208335.034076
  nChanged 15
		SP:Iteration 16Q (81577.610000 sec): 3 clusters
  Score: Raw -210892.827639 + Penalty 2547.973792 = -208344.853847
  nChanged 16
		SP:Iteration 17Q (81577.660000 sec): 3 clusters
  Score: Raw -210902.212263 + Penalty 2547.973792 = -208354.238471
  nChanged 13
		SP:Iteration 18Q (81577.710000 sec): 3 clusters
  Score: Raw -210913.046322 + Penalty 2547.973792 = -208365.072530
  nChanged 11
		SP:Iteration 19Q (81577.760000 sec): 3 clusters
  Score: Raw -210919.053872 + Penalty 2547.973792 = -208371.080080
  nChanged 9
		SP:Iteration 20F (81577.810000 sec): 3 clusters
  Score: Raw -210922.338651 + Penalty 2547.973792 = -208374.364859
  nChanged 6
		SP:Iteration 21Q (81577.860000 sec): 3 clusters
  Score: Raw -210925.062542 + Penalty 2547.973792 = -208377.088750
  nChanged 3
		SP:Iteration 22Q (81577.910000 sec): 3 clusters
  Score: Raw -210926.956046 + Penalty 2547.973792 = -208378.982254
  nChanged 3
		SP:Iteration 23Q (81578.000000 sec): 3 clusters
  Score: Raw -210928.110705 + Penalty 2547.973792 = -208380.136913
  nChanged 3
		SP:Iteration 24Q (81578.150000 sec): 3 clusters
  Score: Raw -210929.105569 + Penalty 2547.973792 = -208381.131777
  nChanged 1
		SP:Iteration 25Q (81578.200000 sec): 3 clusters
  Score: Raw -210929.524729 + Penalty 2547.973792 = -208381.550937
  nChanged 0
		SP:Iteration 26F (81578.250000 sec): 3 clusters
  Score: Raw -210929.524729 + Penalty 2547.973792 = -208381.550937
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (6219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81578.370000 sec): 2 clusters
  Score: Raw -531740.661998 + Penalty 1419.496715 = -530321.165283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81578.580000 sec): 3 clusters
  Score: Raw -528438.449710 + Penalty 2838.993430 = -525599.456280
  nChanged 2601
		SP:Iteration 1F (81578.760000 sec): 3 clusters
  Score: Raw -530075.062512 + Penalty 2838.993430 = -527236.069082
  nChanged 570
		SP:Iteration 2F (81578.930000 sec): 3 clusters
  Score: Raw -530560.003672 + Penalty 2838.993430 = -527721.010241
  nChanged 443
		SP:Iteration 3F (81579.100000 sec): 3 clusters
  Score: Raw -530880.428921 + Penalty 2838.993430 = -528041.435491
  nChanged 367
		SP:Iteration 4F (81579.280000 sec): 3 clusters
  Score: Raw -531135.868114 + Penalty 2838.993430 = -528296.874684
  nChanged 271
		SP:Iteration 5Q (81579.450000 sec): 3 clusters
  Score: Raw -531312.539195 + Penalty 2838.993430 = -528473.545764
  nChanged 237
		SP:Iteration 6Q (81579.620000 sec): 3 clusters
  Score: Raw -531447.290264 + Penalty 2838.993430 = -528608.296834
  nChanged 200
		SP:Iteration 7Q (81579.800000 sec): 3 clusters
  Score: Raw -531553.894896 + Penalty 2838.993430 = -528714.901465
  nChanged 160
		SP:Iteration 8Q (81579.930000 sec): 3 clusters
  Score: Raw -531634.044296 + Penalty 2838.993430 = -528795.050866
  nChanged 117
		SP:Iteration 9Q (81580.140000 sec): 3 clusters
  Score: Raw -531681.683550 + Penalty 2838.993430 = -528842.690120
  nChanged 109
		SP:Iteration 10Q (81580.310000 sec): 3 clusters
  Score: Raw -531732.771196 + Penalty 2838.993430 = -528893.777765
  nChanged 111
		SP:Iteration 11Q (81580.470000 sec): 3 clusters
  Score: Raw -531779.573885 + Penalty 2838.993430 = -528940.580454
  nChanged 99
		SP:Iteration 12Q (81580.630000 sec): 3 clusters
  Score: Raw -531818.317153 + Penalty 2838.993430 = -528979.323722
  nChanged 81
		SP:Iteration 13Q (81580.800000 sec): 3 clusters
  Score: Raw -531847.932703 + Penalty 2838.993430 = -529008.939273
  nChanged 76
		SP:Iteration 14Q (81581.010000 sec): 3 clusters
  Score: Raw -531874.255704 + Penalty 2838.993430 = -529035.262274
  nChanged 70
		SP:Iteration 15Q (81581.170000 sec): 3 clusters
  Score: Raw -531894.877557 + Penalty 2838.993430 = -529055.884127
  nChanged 58
		SP:Iteration 16Q (81581.360000 sec): 3 clusters
  Score: Raw -531913.663366 + Penalty 2838.993430 = -529074.669936
  nChanged 47
		SP:Iteration 17Q (81581.570000 sec): 3 clusters
  Score: Raw -531928.409185 + Penalty 2838.993430 = -529089.415755
  nChanged 50
		SP:Iteration 18Q (81581.740000 sec): 3 clusters
  Score: Raw -531944.731233 + Penalty 2838.993430 = -529105.737803
  nChanged 46
		SP:Iteration 19Q (81581.900000 sec): 3 clusters
  Score: Raw -531958.176663 + Penalty 2838.993430 = -529119.183233
  nChanged 35
		SP:Iteration 20F (81582.090000 sec): 3 clusters
  Score: Raw -531968.498640 + Penalty 2838.993430 = -529129.505210
  nChanged 34
		SP:Iteration 21Q (81582.250000 sec): 3 clusters
  Score: Raw -531976.378413 + Penalty 2838.993430 = -529137.384982
  nChanged 29
		SP:Iteration 22Q (81582.400000 sec): 3 clusters
  Score: Raw -531982.915732 + Penalty 2838.993430 = -529143.922302
  nChanged 27
		SP:Iteration 23Q (81582.550000 sec): 3 clusters
  Score: Raw -531991.230668 + Penalty 2838.993430 = -529152.237238
  nChanged 28
		SP:Iteration 24Q (81582.700000 sec): 3 clusters
  Score: Raw -531999.743742 + Penalty 2838.993430 = -529160.750312
  nChanged 31
		SP:Iteration 25Q (81582.860000 sec): 3 clusters
  Score: Raw -532008.692958 + Penalty 2838.993430 = -529169.699528
  nChanged 30
		SP:Iteration 26Q (81583.030000 sec): 3 clusters
  Score: Raw -532016.753100 + Penalty 2838.993430 = -529177.759670
  nChanged 32
		SP:Iteration 27Q (81583.190000 sec): 3 clusters
  Score: Raw -532027.861511 + Penalty 2838.993430 = -529188.868080
  nChanged 36
		SP:Iteration 28Q (81583.360000 sec): 3 clusters
  Score: Raw -532039.788510 + Penalty 2838.993430 = -529200.795080
  nChanged 36
		SP:Iteration 29Q (81583.520000 sec): 3 clusters
  Score: Raw -532050.255514 + Penalty 2838.993430 = -529211.262084
  nChanged 36
		SP:Iteration 30Q (81583.690000 sec): 3 clusters
  Score: Raw -532061.301956 + Penalty 2838.993430 = -529222.308526
  nChanged 34
		SP:Iteration 31Q (81583.850000 sec): 3 clusters
  Score: Raw -532069.783476 + Penalty 2838.993430 = -529230.790046
  nChanged 32
		SP:Iteration 32Q (81584.050000 sec): 3 clusters
  Score: Raw -532076.185936 + Penalty 2838.993430 = -529237.192506
  nChanged 31
		SP:Iteration 33Q (81584.160000 sec): 3 clusters
  Score: Raw -532086.245091 + Penalty 2838.993430 = -529247.251661
  nChanged 38
		SP:Iteration 34Q (81584.350000 sec): 3 clusters
  Score: Raw -532096.692753 + Penalty 2838.993430 = -529257.699323
  nChanged 32
		SP:Iteration 35Q (81584.560000 sec): 3 clusters
  Score: Raw -532103.237732 + Penalty 2838.993430 = -529264.244301
  nChanged 23
		SP:Iteration 36Q (81584.730000 sec): 3 clusters
  Score: Raw -532108.103475 + Penalty 2838.993430 = -529269.110045
  nChanged 20
		SP:Iteration 37Q (81584.910000 sec): 3 clusters
  Score: Raw -532114.063571 + Penalty 2838.993430 = -529275.070141
  nChanged 25
		SP:Iteration 38Q (81585.040000 sec): 3 clusters
  Score: Raw -532120.386803 + Penalty 2838.993430 = -529281.393373
  nChanged 20
		SP:Iteration 39Q (81585.210000 sec): 3 clusters
  Score: Raw -532125.701755 + Penalty 2838.993430 = -529286.708325
  nChanged 23
		SP:Iteration 40F (81585.370000 sec): 3 clusters
  Score: Raw -532131.607712 + Penalty 2838.993430 = -529292.614282
  nChanged 31
		SP:Iteration 41Q (81585.530000 sec): 3 clusters
  Score: Raw -532139.024422 + Penalty 2838.993430 = -529300.030992
  nChanged 30
		SP:Iteration 42Q (81585.700000 sec): 3 clusters
  Score: Raw -532146.144799 + Penalty 2838.993430 = -529307.151368
  nChanged 26
		SP:Iteration 43Q (81585.870000 sec): 3 clusters
  Score: Raw -532151.798957 + Penalty 2838.993430 = -529312.805526
  nChanged 32
		SP:Iteration 44Q (81586.030000 sec): 3 clusters
  Score: Raw -532161.639183 + Penalty 2838.993430 = -529322.645752
  nChanged 40
		SP:Iteration 45Q (81586.190000 sec): 3 clusters
  Score: Raw -532171.543362 + Penalty 2838.993430 = -529332.549932
  nChanged 25
		SP:Iteration 46Q (81586.360000 sec): 3 clusters
  Score: Raw -532178.088555 + Penalty 2838.993430 = -529339.095124
  nChanged 23
		SP:Iteration 47Q (81586.530000 sec): 3 clusters
  Score: Raw -532184.443483 + Penalty 2838.993430 = -529345.450052
  nChanged 34
		SP:Iteration 48Q (81586.690000 sec): 3 clusters
  Score: Raw -532192.949162 + Penalty 2838.993430 = -529353.955732
  nChanged 33
		SP:Iteration 49Q (81586.830000 sec): 3 clusters
  Score: Raw -532200.908475 + Penalty 2838.993430 = -529361.915044
  nChanged 33
		SP:Iteration 50Q (81586.990000 sec): 3 clusters
  Score: Raw -532207.856758 + Penalty 2838.993430 = -529368.863327
  nChanged 28
		SP:Iteration 51Q (81587.140000 sec): 3 clusters
  Score: Raw -532213.594306 + Penalty 2838.993430 = -529374.600876
  nChanged 24
		SP:Iteration 52Q (81587.310000 sec): 3 clusters
  Score: Raw -532218.197390 + Penalty 2838.993430 = -529379.203959
  nChanged 18
		SP:Iteration 53Q (81587.480000 sec): 3 clusters
  Score: Raw -532222.419527 + Penalty 2838.993430 = -529383.426096
  nChanged 20
		SP:Iteration 54Q (81587.630000 sec): 3 clusters
  Score: Raw -532227.542576 + Penalty 2838.993430 = -529388.549146
  nChanged 16
		SP:Iteration 55Q (81587.780000 sec): 3 clusters
  Score: Raw -532231.222046 + Penalty 2838.993430 = -529392.228615
  nChanged 22
		SP:Iteration 56Q (81587.940000 sec): 3 clusters
  Score: Raw -532236.627558 + Penalty 2838.993430 = -529397.634128
  nChanged 22
		SP:Iteration 57Q (81588.110000 sec): 3 clusters
  Score: Raw -532241.022063 + Penalty 2838.993430 = -529402.028632
  nChanged 17
		SP:Iteration 58Q (81588.270000 sec): 3 clusters
  Score: Raw -532244.652367 + Penalty 2838.993430 = -529405.658937
  nChanged 17
		SP:Iteration 59Q (81588.430000 sec): 3 clusters
  Score: Raw -532248.175164 + Penalty 2838.993430 = -529409.181734
  nChanged 13
		SP:Iteration 60F (81588.600000 sec): 3 clusters
  Score: Raw -532250.394259 + Penalty 2838.993430 = -529411.400828
  nChanged 13
		SP:Iteration 61Q (81588.770000 sec): 3 clusters
  Score: Raw -532252.650185 + Penalty 2838.993430 = -529413.656755
  nChanged 15
		SP:Iteration 62Q (81588.930000 sec): 3 clusters
  Score: Raw -532255.775877 + Penalty 2838.993430 = -529416.782446
  nChanged 14
		SP:Iteration 63Q (81589.090000 sec): 3 clusters
  Score: Raw -532259.085614 + Penalty 2838.993430 = -529420.092184
  nChanged 13
		SP:Iteration 64Q (81589.260000 sec): 3 clusters
  Score: Raw -532261.939714 + Penalty 2838.993430 = -529422.946284
  nChanged 11
		SP:Iteration 65Q (81589.450000 sec): 3 clusters
  Score: Raw -532263.966757 + Penalty 2838.993430 = -529424.973327
  nChanged 10
		SP:Iteration 66Q (81589.550000 sec): 3 clusters
  Score: Raw -532266.825530 + Penalty 2838.993430 = -529427.832100
  nChanged 10
		SP:Iteration 67Q (81589.650000 sec): 3 clusters
  Score: Raw -532268.087741 + Penalty 2838.993430 = -529429.094311
  nChanged 7
		SP:Iteration 68Q (81589.740000 sec): 3 clusters
  Score: Raw -532269.240540 + Penalty 2838.993430 = -529430.247109
  nChanged 10
		SP:Iteration 69Q (81589.840000 sec): 3 clusters
  Score: Raw -532271.951323 + Penalty 2838.993430 = -529432.957893
  nChanged 18
		SP:Iteration 70Q (81589.940000 sec): 3 clusters
  Score: Raw -532276.510159 + Penalty 2838.993430 = -529437.516728
  nChanged 16
		SP:Iteration 71Q (81590.130000 sec): 3 clusters
  Score: Raw -532279.838664 + Penalty 2838.993430 = -529440.845233
  nChanged 16
		SP:Iteration 72Q (81590.290000 sec): 3 clusters
  Score: Raw -532282.747626 + Penalty 2838.993430 = -529443.754195
  nChanged 16
		SP:Iteration 73Q (81590.450000 sec): 3 clusters
  Score: Raw -532286.238828 + Penalty 2838.993430 = -529447.245398
  nChanged 19
		SP:Iteration 74Q (81590.620000 sec): 3 clusters
  Score: Raw -532291.544380 + Penalty 2838.993430 = -529452.550950
  nChanged 18
		SP:Iteration 75Q (81590.780000 sec): 3 clusters
  Score: Raw -532296.471595 + Penalty 2838.993430 = -529457.478164
  nChanged 15
		SP:Iteration 76Q (81590.950000 sec): 3 clusters
  Score: Raw -532299.866864 + Penalty 2838.993430 = -529460.873434
  nChanged 12
		SP:Iteration 77Q (81591.110000 sec): 3 clusters
  Score: Raw -532301.870764 + Penalty 2838.993430 = -529462.877333
  nChanged 11
		SP:Iteration 78Q (81591.280000 sec): 3 clusters
  Score: Raw -532304.178237 + Penalty 2838.993430 = -529465.184807
  nChanged 13
		SP:Iteration 79Q (81591.440000 sec): 3 clusters
  Score: Raw -532307.379629 + Penalty 2838.993430 = -529468.386199
  nChanged 10
		SP:Iteration 80F (81591.610000 sec): 3 clusters
  Score: Raw -532309.960209 + Penalty 2838.993430 = -529470.966779
  nChanged 13
		SP:Iteration 81Q (81591.770000 sec): 3 clusters
  Score: Raw -532312.990331 + Penalty 2838.993430 = -529473.996901
  nChanged 12
		SP:Iteration 82Q (81591.940000 sec): 3 clusters
  Score: Raw -532315.942716 + Penalty 2838.993430 = -529476.949286
  nChanged 14
		SP:Iteration 83Q (81592.080000 sec): 3 clusters
  Score: Raw -532320.065159 + Penalty 2838.993430 = -529481.071728
  nChanged 11
		SP:Iteration 84Q (81592.180000 sec): 3 clusters
  Score: Raw -532323.436645 + Penalty 2838.993430 = -529484.443215
  nChanged 15
		SP:Iteration 85Q (81592.270000 sec): 3 clusters
  Score: Raw -532327.371199 + Penalty 2838.993430 = -529488.377768
  nChanged 17
		SP:Iteration 86Q (81592.370000 sec): 3 clusters
  Score: Raw -532332.454115 + Penalty 2838.993430 = -529493.460685
  nChanged 21
		SP:Iteration 87Q (81592.470000 sec): 3 clusters
  Score: Raw -532337.945450 + Penalty 2838.993430 = -529498.952020
  nChanged 17
		SP:Iteration 88Q (81592.560000 sec): 3 clusters
  Score: Raw -532340.848768 + Penalty 2838.993430 = -529501.855338
  nChanged 9
		SP:Iteration 89Q (81592.660000 sec): 3 clusters
  Score: Raw -532342.744149 + Penalty 2838.993430 = -529503.750719
  nChanged 7
		SP:Iteration 90Q (81592.830000 sec): 3 clusters
  Score: Raw -532344.089311 + Penalty 2838.993430 = -529505.095881
  nChanged 5
		SP:Iteration 91Q (81592.930000 sec): 3 clusters
  Score: Raw -532345.027044 + Penalty 2838.993430 = -529506.033614
  nChanged 3
		SP:Iteration 92Q (81593.030000 sec): 3 clusters
  Score: Raw -532345.566389 + Penalty 2838.993430 = -529506.572959
  nChanged 3
		SP:Iteration 93Q (81593.130000 sec): 3 clusters
  Score: Raw -532346.065946 + Penalty 2838.993430 = -529507.072516
  nChanged 2
		SP:Iteration 94Q (81593.310000 sec): 3 clusters
  Score: Raw -532346.869049 + Penalty 2838.993430 = -529507.875619
  nChanged 3
		SP:Iteration 95Q (81593.480000 sec): 3 clusters
  Score: Raw -532347.278396 + Penalty 2838.993430 = -529508.284966
  nChanged 2
		SP:Iteration 96Q (81593.640000 sec): 3 clusters
  Score: Raw -532347.638146 + Penalty 2838.993430 = -529508.644716
  nChanged 3
		SP:Iteration 97Q (81593.850000 sec): 3 clusters
  Score: Raw -532348.022156 + Penalty 2838.993430 = -529509.028725
  nChanged 4
		SP:Iteration 98Q (81593.950000 sec): 3 clusters
  Score: Raw -532348.435552 + Penalty 2838.993430 = -529509.442121
  nChanged 3
		SP:Iteration 99Q (81594.080000 sec): 3 clusters
  Score: Raw -532349.138537 + Penalty 2838.993430 = -529510.145107
  nChanged 4
		SP:Iteration 100F (81594.190000 sec): 3 clusters
  Score: Raw -532350.531777 + Penalty 2838.993430 = -529511.538347
  nChanged 9
		SP:Iteration 101Q (81594.290000 sec): 3 clusters
  Score: Raw -532352.331891 + Penalty 2838.993430 = -529513.338460
  nChanged 7
		SP:Iteration 102Q (81594.390000 sec): 3 clusters
  Score: Raw -532353.653801 + Penalty 2838.993430 = -529514.660370
  nChanged 5
		SP:Iteration 103Q (81594.490000 sec): 3 clusters
  Score: Raw -532354.765237 + Penalty 2838.993430 = -529515.771807
  nChanged 5
		SP:Iteration 104Q (81594.590000 sec): 3 clusters
  Score: Raw -532355.541757 + Penalty 2838.993430 = -529516.548327
  nChanged 4
		SP:Iteration 105Q (81594.690000 sec): 3 clusters
  Score: Raw -532356.296787 + Penalty 2838.993430 = -529517.303356
  nChanged 3
		SP:Iteration 106Q (81594.790000 sec): 3 clusters
  Score: Raw -532356.761709 + Penalty 2838.993430 = -529517.768279
  nChanged 1
		SP:Iteration 107Q (81594.890000 sec): 3 clusters
  Score: Raw -532356.935412 + Penalty 2838.993430 = -529517.941982
  nChanged 2
		SP:Iteration 108Q (81594.980000 sec): 3 clusters
  Score: Raw -532357.331576 + Penalty 2838.993430 = -529518.338146
  nChanged 2
		SP:Iteration 109Q (81595.080000 sec): 3 clusters
  Score: Raw -532357.575995 + Penalty 2838.993430 = -529518.582565
  nChanged 2
		SP:Iteration 110Q (81595.190000 sec): 3 clusters
  Score: Raw -532357.982889 + Penalty 2838.993430 = -529518.989459
  nChanged 0
		SP:Iteration 111F (81595.290000 sec): 3 clusters
  Score: Raw -532357.982889 + Penalty 2838.993430 = -529518.989459
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (7212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81595.390000 sec): 2 clusters
  Score: Raw -620896.699280 + Penalty 1443.569007 = -619453.130273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81595.630000 sec): 3 clusters
  Score: Raw -617020.174207 + Penalty 2887.138015 = -614133.036192
  nChanged 3025
		SP:Iteration 1F (81595.870000 sec): 3 clusters
  Score: Raw -618886.598113 + Penalty 2887.138015 = -615999.460098
  nChanged 580
		SP:Iteration 2F (81596.030000 sec): 3 clusters
  Score: Raw -619280.397042 + Penalty 2887.138015 = -616393.259027
  nChanged 481
		SP:Iteration 3F (81596.250000 sec): 3 clusters
  Score: Raw -619607.552304 + Penalty 2887.138015 = -616720.414289
  nChanged 399
		SP:Iteration 4F (81596.410000 sec): 3 clusters
  Score: Raw -619923.133588 + Penalty 2887.138015 = -617035.995573
  nChanged 357
		SP:Iteration 5Q (81596.540000 sec): 3 clusters
  Score: Raw -620208.812562 + Penalty 2887.138015 = -617321.674547
  nChanged 307
		SP:Iteration 6Q (81596.650000 sec): 3 clusters
  Score: Raw -620486.389780 + Penalty 2887.138015 = -617599.251765
  nChanged 274
		SP:Iteration 7Q (81596.850000 sec): 3 clusters
  Score: Raw -620753.206999 + Penalty 2887.138015 = -617866.068984
  nChanged 260
		SP:Iteration 8Q (81596.970000 sec): 3 clusters
  Score: Raw -621003.694295 + Penalty 2887.138015 = -618116.556280
  nChanged 220
		SP:Iteration 9Q (81597.080000 sec): 3 clusters
  Score: Raw -621191.762116 + Penalty 2887.138015 = -618304.624101
  nChanged 176
		SP:Iteration 10Q (81597.190000 sec): 3 clusters
  Score: Raw -621365.260912 + Penalty 2887.138015 = -618478.122897
  nChanged 162
		SP:Iteration 11Q (81597.380000 sec): 3 clusters
  Score: Raw -621510.166101 + Penalty 2887.138015 = -618623.028086
  nChanged 122
		SP:Iteration 12Q (81597.580000 sec): 3 clusters
  Score: Raw -621597.126624 + Penalty 2887.138015 = -618709.988609
  nChanged 104
		SP:Iteration 13Q (81597.780000 sec): 3 clusters
  Score: Raw -621696.438586 + Penalty 2887.138015 = -618809.300571
  nChanged 110
		SP:Iteration 14Q (81597.970000 sec): 3 clusters
  Score: Raw -621776.526573 + Penalty 2887.138015 = -618889.388558
  nChanged 95
		SP:Iteration 15Q (81598.080000 sec): 3 clusters
  Score: Raw -621839.000805 + Penalty 2887.138015 = -618951.862790
  nChanged 71
		SP:Iteration 16Q (81598.300000 sec): 3 clusters
  Score: Raw -621870.510984 + Penalty 2887.138015 = -618983.372969
  nChanged 55
		SP:Iteration 17Q (81598.460000 sec): 3 clusters
  Score: Raw -621895.285481 + Penalty 2887.138015 = -619008.147466
  nChanged 36
		SP:Iteration 18Q (81598.670000 sec): 3 clusters
  Score: Raw -621909.704192 + Penalty 2887.138015 = -619022.566177
  nChanged 28
		SP:Iteration 19Q (81598.870000 sec): 3 clusters
  Score: Raw -621919.388117 + Penalty 2887.138015 = -619032.250102
  nChanged 25
		SP:Iteration 20F (81599.070000 sec): 3 clusters
  Score: Raw -621925.777255 + Penalty 2887.138015 = -619038.639240
  nChanged 16
		SP:Iteration 21Q (81599.180000 sec): 3 clusters
  Score: Raw -621930.007238 + Penalty 2887.138015 = -619042.869223
  nChanged 14
		SP:Iteration 22Q (81599.400000 sec): 3 clusters
  Score: Raw -621934.374801 + Penalty 2887.138015 = -619047.236786
  nChanged 9
		SP:Iteration 23Q (81599.560000 sec): 3 clusters
  Score: Raw -621935.688954 + Penalty 2887.138015 = -619048.550939
  nChanged 2
		SP:Iteration 24Q (81599.760000 sec): 3 clusters
  Score: Raw -621936.261094 + Penalty 2887.138015 = -619049.123079
  nChanged 6
		SP:Iteration 25Q (81599.960000 sec): 3 clusters
  Score: Raw -621937.403344 + Penalty 2887.138015 = -619050.265329
  nChanged 4
		SP:Iteration 26Q (81600.160000 sec): 3 clusters
  Score: Raw -621938.223790 + Penalty 2887.138015 = -619051.085775
  nChanged 2
		SP:Iteration 27Q (81600.360000 sec): 3 clusters
  Score: Raw -621938.684167 + Penalty 2887.138015 = -619051.546152
  nChanged 3
		SP:Iteration 28Q (81600.560000 sec): 3 clusters
  Score: Raw -621939.133400 + Penalty 2887.138015 = -619051.995385
  nChanged 4
		SP:Iteration 29Q (81600.720000 sec): 3 clusters
  Score: Raw -621939.920644 + Penalty 2887.138015 = -619052.782629
  nChanged 2
		SP:Iteration 30Q (81600.830000 sec): 3 clusters
  Score: Raw -621940.386071 + Penalty 2887.138015 = -619053.248056
  nChanged 2
		SP:Iteration 31Q (81600.940000 sec): 3 clusters
  Score: Raw -621941.090974 + Penalty 2887.138015 = -619053.952959
  nChanged 4
		SP:Iteration 32Q (81601.060000 sec): 3 clusters
  Score: Raw -621942.163384 + Penalty 2887.138015 = -619055.025370
  nChanged 6
		SP:Iteration 33Q (81601.170000 sec): 3 clusters
  Score: Raw -621943.435049 + Penalty 2887.138015 = -619056.297034
  nChanged 4
		SP:Iteration 34Q (81601.370000 sec): 3 clusters
  Score: Raw -621944.193825 + Penalty 2887.138015 = -619057.055810
  nChanged 4
		SP:Iteration 35Q (81601.570000 sec): 3 clusters
  Score: Raw -621945.180223 + Penalty 2887.138015 = -619058.042208
  nChanged 3
		SP:Iteration 36Q (81601.780000 sec): 3 clusters
  Score: Raw -621945.731346 + Penalty 2887.138015 = -619058.593331
  nChanged 1
		SP:Iteration 37Q (81601.960000 sec): 3 clusters
  Score: Raw -621946.047830 + Penalty 2887.138015 = -619058.909815
  nChanged 4
		SP:Iteration 38Q (81602.200000 sec): 3 clusters
  Score: Raw -621946.900649 + Penalty 2887.138015 = -619059.762634
  nChanged 5
		SP:Iteration 39Q (81602.310000 sec): 3 clusters
  Score: Raw -621947.902891 + Penalty 2887.138015 = -619060.764876
  nChanged 4
		SP:Iteration 40F (81602.430000 sec): 3 clusters
  Score: Raw -621948.645716 + Penalty 2887.138015 = -619061.507701
  nChanged 4
		SP:Iteration 41Q (81602.540000 sec): 3 clusters
  Score: Raw -621949.602394 + Penalty 2887.138015 = -619062.464379
  nChanged 1
		SP:Iteration 42Q (81602.640000 sec): 3 clusters
  Score: Raw -621949.665583 + Penalty 2887.138015 = -619062.527568
  nChanged 0
		SP:Iteration 43F (81602.760000 sec): 3 clusters
  Score: Raw -621949.665583 + Penalty 2887.138015 = -619062.527568
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (4503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81602.870000 sec): 2 clusters
  Score: Raw -400786.301144 + Penalty 1367.031107 = -399419.270037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81603.110000 sec): 3 clusters
  Score: Raw -398451.008561 + Penalty 2734.062214 = -395716.946347
  nChanged 1815
		SP:Iteration 1F (81603.260000 sec): 3 clusters
  Score: Raw -399502.934641 + Penalty 2734.062214 = -396768.872427
  nChanged 348
		SP:Iteration 2F (81603.490000 sec): 3 clusters
  Score: Raw -399738.446306 + Penalty 2734.062214 = -397004.384092
  nChanged 288
		SP:Iteration 3F (81603.630000 sec): 3 clusters
  Score: Raw -399932.146428 + Penalty 2734.062214 = -397198.084214
  nChanged 242
		SP:Iteration 4F (81603.810000 sec): 3 clusters
  Score: Raw -400119.389675 + Penalty 2734.062214 = -397385.327461
  nChanged 256
		SP:Iteration 5F (81603.980000 sec): 3 clusters
  Score: Raw -400323.180691 + Penalty 2734.062214 = -397589.118477
  nChanged 210
		SP:Iteration 6Q (81604.160000 sec): 3 clusters
  Score: Raw -400484.240208 + Penalty 2734.062214 = -397750.177994
  nChanged 202
		SP:Iteration 7Q (81604.340000 sec): 3 clusters
  Score: Raw -400651.775359 + Penalty 2734.062214 = -397917.713145
  nChanged 201
		SP:Iteration 8Q (81604.510000 sec): 3 clusters
  Score: Raw -400820.880551 + Penalty 2734.062214 = -398086.818337
  nChanged 160
		SP:Iteration 9Q (81604.690000 sec): 3 clusters
  Score: Raw -400982.075426 + Penalty 2734.062214 = -398248.013212
  nChanged 142
		SP:Iteration 10Q (81604.860000 sec): 3 clusters
  Score: Raw -401106.223917 + Penalty 2734.062214 = -398372.161703
  nChanged 120
		SP:Iteration 11Q (81605.040000 sec): 3 clusters
  Score: Raw -401188.837338 + Penalty 2734.062214 = -398454.775124
  nChanged 100
		SP:Iteration 12Q (81605.220000 sec): 3 clusters
  Score: Raw -401263.348706 + Penalty 2734.062214 = -398529.286492
  nChanged 87
		SP:Iteration 13Q (81605.390000 sec): 3 clusters
  Score: Raw -401323.431565 + Penalty 2734.062214 = -398589.369351
  nChanged 62
		SP:Iteration 14Q (81605.570000 sec): 3 clusters
  Score: Raw -401364.829358 + Penalty 2734.062214 = -398630.767144
  nChanged 58
		SP:Iteration 15Q (81605.740000 sec): 3 clusters
  Score: Raw -401403.413207 + Penalty 2734.062214 = -398669.350993
  nChanged 51
		SP:Iteration 16Q (81605.920000 sec): 3 clusters
  Score: Raw -401432.208816 + Penalty 2734.062214 = -398698.146602
  nChanged 31
		SP:Iteration 17Q (81606.100000 sec): 3 clusters
  Score: Raw -401450.946257 + Penalty 2734.062214 = -398716.884043
  nChanged 25
		SP:Iteration 18Q (81606.270000 sec): 3 clusters
  Score: Raw -401462.131942 + Penalty 2734.062214 = -398728.069728
  nChanged 18
		SP:Iteration 19Q (81606.450000 sec): 3 clusters
  Score: Raw -401470.140919 + Penalty 2734.062214 = -398736.078704
  nChanged 9
		SP:Iteration 20F (81606.620000 sec): 3 clusters
  Score: Raw -401473.120876 + Penalty 2734.062214 = -398739.058662
  nChanged 3
		SP:Iteration 21Q (81606.800000 sec): 3 clusters
  Score: Raw -401474.735146 + Penalty 2734.062214 = -398740.672932
  nChanged 5
		SP:Iteration 22Q (81606.970000 sec): 3 clusters
  Score: Raw -401477.516369 + Penalty 2734.062214 = -398743.454155
  nChanged 6
		SP:Iteration 23Q (81607.150000 sec): 3 clusters
  Score: Raw -401479.864888 + Penalty 2734.062214 = -398745.802674
  nChanged 8
		SP:Iteration 24Q (81607.320000 sec): 3 clusters
  Score: Raw -401484.227578 + Penalty 2734.062214 = -398750.165364
  nChanged 3
		SP:Iteration 25Q (81607.500000 sec): 3 clusters
  Score: Raw -401485.524808 + Penalty 2734.062214 = -398751.462593
  nChanged 4
		SP:Iteration 26Q (81607.680000 sec): 3 clusters
  Score: Raw -401486.481240 + Penalty 2734.062214 = -398752.419025
  nChanged 1
		SP:Iteration 27Q (81607.850000 sec): 3 clusters
  Score: Raw -401487.182442 + Penalty 2734.062214 = -398753.120228
  nChanged 1
		SP:Iteration 28Q (81608.030000 sec): 3 clusters
  Score: Raw -401487.941801 + Penalty 2734.062214 = -398753.879586
  nChanged 3
		SP:Iteration 29Q (81608.200000 sec): 3 clusters
  Score: Raw -401489.645478 + Penalty 2734.062214 = -398755.583264
  nChanged 2
		SP:Iteration 30Q (81608.380000 sec): 3 clusters
  Score: Raw -401490.304276 + Penalty 2734.062214 = -398756.242061
  nChanged 2
		SP:Iteration 31Q (81608.560000 sec): 3 clusters
  Score: Raw -401491.054841 + Penalty 2734.062214 = -398756.992627
  nChanged 2
		SP:Iteration 32Q (81608.780000 sec): 3 clusters
  Score: Raw -401491.431683 + Penalty 2734.062214 = -398757.369469
  nChanged 1
		SP:Iteration 33Q (81608.920000 sec): 3 clusters
  Score: Raw -401491.761709 + Penalty 2734.062214 = -398757.699495
  nChanged 3
		SP:Iteration 34Q (81609.140000 sec): 3 clusters
  Score: Raw -401492.537560 + Penalty 2734.062214 = -398758.475346
  nChanged 1
		SP:Iteration 35Q (81609.280000 sec): 3 clusters
  Score: Raw -401492.863733 + Penalty 2734.062214 = -398758.801519
  nChanged 0
		SP:Iteration 36F (81609.460000 sec): 3 clusters
  Score: Raw -401492.863733 + Penalty 2734.062214 = -398758.801519
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (4638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81609.590000 sec): 2 clusters
  Score: Raw -396209.413522 + Penalty 1371.831259 = -394837.582263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81609.770000 sec): 3 clusters
  Score: Raw -393820.957306 + Penalty 2743.662518 = -391077.294788
  nChanged 1860
		SP:Iteration 1F (81609.950000 sec): 3 clusters
  Score: Raw -395079.105215 + Penalty 2743.662518 = -392335.442696
  nChanged 480
		SP:Iteration 2F (81610.120000 sec): 3 clusters
  Score: Raw -395509.703733 + Penalty 2743.662518 = -392766.041215
  nChanged 391
		SP:Iteration 3F (81610.300000 sec): 3 clusters
  Score: Raw -395905.519023 + Penalty 2743.662518 = -393161.856504
  nChanged 339
		SP:Iteration 4F (81610.470000 sec): 3 clusters
  Score: Raw -396262.421571 + Penalty 2743.662518 = -393518.759053
  nChanged 273
		SP:Iteration 5F (81610.650000 sec): 3 clusters
  Score: Raw -396511.265799 + Penalty 2743.662518 = -393767.603281
  nChanged 209
		SP:Iteration 6Q (81610.830000 sec): 3 clusters
  Score: Raw -396674.501251 + Penalty 2743.662518 = -393930.838733
  nChanged 135
		SP:Iteration 7Q (81611.030000 sec): 3 clusters
  Score: Raw -396769.156534 + Penalty 2743.662518 = -394025.494016
  nChanged 95
		SP:Iteration 8Q (81611.220000 sec): 3 clusters
  Score: Raw -396827.865374 + Penalty 2743.662518 = -394084.202856
  nChanged 67
		SP:Iteration 9Q (81611.390000 sec): 3 clusters
  Score: Raw -396868.927297 + Penalty 2743.662518 = -394125.264779
  nChanged 53
		SP:Iteration 10Q (81611.570000 sec): 3 clusters
  Score: Raw -396897.880509 + Penalty 2743.662518 = -394154.217990
  nChanged 41
		SP:Iteration 11Q (81611.750000 sec): 3 clusters
  Score: Raw -396916.797000 + Penalty 2743.662518 = -394173.134482
  nChanged 30
		SP:Iteration 12Q (81611.920000 sec): 3 clusters
  Score: Raw -396929.278922 + Penalty 2743.662518 = -394185.616403
  nChanged 24
		SP:Iteration 13Q (81612.100000 sec): 3 clusters
  Score: Raw -396942.411053 + Penalty 2743.662518 = -394198.748535
  nChanged 20
		SP:Iteration 14Q (81612.270000 sec): 3 clusters
  Score: Raw -396953.825108 + Penalty 2743.662518 = -394210.162589
  nChanged 28
		SP:Iteration 15Q (81612.450000 sec): 3 clusters
  Score: Raw -396968.391019 + Penalty 2743.662518 = -394224.728501
  nChanged 20
		SP:Iteration 16Q (81612.630000 sec): 3 clusters
  Score: Raw -396977.415352 + Penalty 2743.662518 = -394233.752834
  nChanged 17
		SP:Iteration 17Q (81612.800000 sec): 3 clusters
  Score: Raw -396984.387573 + Penalty 2743.662518 = -394240.725055
  nChanged 10
		SP:Iteration 18Q (81612.980000 sec): 3 clusters
  Score: Raw -396987.264666 + Penalty 2743.662518 = -394243.602148
  nChanged 6
		SP:Iteration 19Q (81613.150000 sec): 3 clusters
  Score: Raw -396988.801641 + Penalty 2743.662518 = -394245.139123
  nChanged 5
		SP:Iteration 20F (81613.330000 sec): 3 clusters
  Score: Raw -396991.278589 + Penalty 2743.662518 = -394247.616071
  nChanged 4
		SP:Iteration 21Q (81613.510000 sec): 3 clusters
  Score: Raw -396993.282114 + Penalty 2743.662518 = -394249.619596
  nChanged 4
		SP:Iteration 22Q (81613.680000 sec): 3 clusters
  Score: Raw -396994.849906 + Penalty 2743.662518 = -394251.187388
  nChanged 3
		SP:Iteration 23Q (81613.850000 sec): 3 clusters
  Score: Raw -396997.259136 + Penalty 2743.662518 = -394253.596618
  nChanged 5
		SP:Iteration 24Q (81614.030000 sec): 3 clusters
  Score: Raw -396998.172610 + Penalty 2743.662518 = -394254.510092
  nChanged 3
		SP:Iteration 25Q (81614.210000 sec): 3 clusters
  Score: Raw -396999.469200 + Penalty 2743.662518 = -394255.806682
  nChanged 4
		SP:Iteration 26Q (81614.380000 sec): 3 clusters
  Score: Raw -397000.677134 + Penalty 2743.662518 = -394257.014616
  nChanged 4
		SP:Iteration 27Q (81614.560000 sec): 3 clusters
  Score: Raw -397001.906438 + Penalty 2743.662518 = -394258.243920
  nChanged 4
		SP:Iteration 28Q (81614.730000 sec): 3 clusters
  Score: Raw -397002.775209 + Penalty 2743.662518 = -394259.112691
  nChanged 0
		SP:Iteration 29F (81614.910000 sec): 3 clusters
  Score: Raw -397002.775209 + Penalty 2743.662518 = -394259.112691
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (3591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81615.010000 sec): 2 clusters
  Score: Raw -263409.820912 + Penalty 1330.255224 = -262079.565688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81615.180000 sec): 3 clusters
  Score: Raw -261589.206378 + Penalty 2660.510448 = -258928.695930
  nChanged 1407
		SP:Iteration 1F (81615.350000 sec): 3 clusters
  Score: Raw -262569.054025 + Penalty 2660.510448 = -259908.543577
  nChanged 332
		SP:Iteration 2F (81615.530000 sec): 3 clusters
  Score: Raw -262876.913391 + Penalty 2660.510448 = -260216.402943
  nChanged 257
		SP:Iteration 3F (81615.710000 sec): 3 clusters
  Score: Raw -263129.315692 + Penalty 2660.510448 = -260468.805244
  nChanged 221
		SP:Iteration 4F (81615.880000 sec): 3 clusters
  Score: Raw -263329.718533 + Penalty 2660.510448 = -260669.208085
  nChanged 177
		SP:Iteration 5Q (81616.050000 sec): 3 clusters
  Score: Raw -263489.193182 + Penalty 2660.510448 = -260828.682734
  nChanged 183
		SP:Iteration 6F (81616.230000 sec): 3 clusters
  Score: Raw -263613.664833 + Penalty 2660.510448 = -260953.154385
  nChanged 140
		SP:Iteration 7Q (81616.410000 sec): 3 clusters
  Score: Raw -263712.346611 + Penalty 2660.510448 = -261051.836163
  nChanged 108
		SP:Iteration 8Q (81616.590000 sec): 3 clusters
  Score: Raw -263787.555032 + Penalty 2660.510448 = -261127.044584
  nChanged 116
		SP:Iteration 9Q (81616.660000 sec): 3 clusters
  Score: Raw -263861.536039 + Penalty 2660.510448 = -261201.025591
  nChanged 80
		SP:Iteration 10Q (81616.730000 sec): 3 clusters
  Score: Raw -263906.926978 + Penalty 2660.510448 = -261246.416530
  nChanged 74
		SP:Iteration 11Q (81616.810000 sec): 3 clusters
  Score: Raw -263947.679343 + Penalty 2660.510448 = -261287.168894
  nChanged 74
		SP:Iteration 12Q (81616.880000 sec): 3 clusters
  Score: Raw -263998.980666 + Penalty 2660.510448 = -261338.470218
  nChanged 61
		SP:Iteration 13Q (81616.950000 sec): 3 clusters
  Score: Raw -264041.036778 + Penalty 2660.510448 = -261380.526330
  nChanged 56
		SP:Iteration 14Q (81617.030000 sec): 3 clusters
  Score: Raw -264073.855332 + Penalty 2660.510448 = -261413.344884
  nChanged 51
		SP:Iteration 15Q (81617.100000 sec): 3 clusters
  Score: Raw -264104.322411 + Penalty 2660.510448 = -261443.811963
  nChanged 44
		SP:Iteration 16Q (81617.170000 sec): 3 clusters
  Score: Raw -264136.800819 + Penalty 2660.510448 = -261476.290371
  nChanged 49
		SP:Iteration 17Q (81617.240000 sec): 3 clusters
  Score: Raw -264170.477917 + Penalty 2660.510448 = -261509.967469
  nChanged 49
		SP:Iteration 18Q (81617.310000 sec): 3 clusters
  Score: Raw -264200.404034 + Penalty 2660.510448 = -261539.893585
  nChanged 33
		SP:Iteration 19Q (81617.370000 sec): 3 clusters
  Score: Raw -264215.710101 + Penalty 2660.510448 = -261555.199653
  nChanged 30
		SP:Iteration 20F (81617.450000 sec): 3 clusters
  Score: Raw -264229.767070 + Penalty 2660.510448 = -261569.256622
  nChanged 34
		SP:Iteration 21Q (81617.520000 sec): 3 clusters
  Score: Raw -264246.269823 + Penalty 2660.510448 = -261585.759375
  nChanged 36
		SP:Iteration 22Q (81617.590000 sec): 3 clusters
  Score: Raw -264266.733102 + Penalty 2660.510448 = -261606.222654
  nChanged 36
		SP:Iteration 23Q (81617.660000 sec): 3 clusters
  Score: Raw -264287.225105 + Penalty 2660.510448 = -261626.714657
  nChanged 42
		SP:Iteration 24Q (81617.730000 sec): 3 clusters
  Score: Raw -264316.841445 + Penalty 2660.510448 = -261656.330997
  nChanged 40
		SP:Iteration 25Q (81617.790000 sec): 3 clusters
  Score: Raw -264339.913326 + Penalty 2660.510448 = -261679.402878
  nChanged 20
		SP:Iteration 26Q (81617.860000 sec): 3 clusters
  Score: Raw -264349.485861 + Penalty 2660.510448 = -261688.975413
  nChanged 17
		SP:Iteration 27Q (81618.020000 sec): 3 clusters
  Score: Raw -264357.364641 + Penalty 2660.510448 = -261696.854193
  nChanged 9
		SP:Iteration 28Q (81618.180000 sec): 3 clusters
  Score: Raw -264360.845351 + Penalty 2660.510448 = -261700.334902
  nChanged 9
		SP:Iteration 29Q (81618.350000 sec): 3 clusters
  Score: Raw -264363.147751 + Penalty 2660.510448 = -261702.637303
  nChanged 8
		SP:Iteration 30Q (81618.530000 sec): 3 clusters
  Score: Raw -264365.017644 + Penalty 2660.510448 = -261704.507196
  nChanged 6
		SP:Iteration 31Q (81618.710000 sec): 3 clusters
  Score: Raw -264367.089573 + Penalty 2660.510448 = -261706.579125
  nChanged 6
		SP:Iteration 32Q (81618.880000 sec): 3 clusters
  Score: Raw -264369.641914 + Penalty 2660.510448 = -261709.131466
  nChanged 9
		SP:Iteration 33Q (81619.060000 sec): 3 clusters
  Score: Raw -264372.569618 + Penalty 2660.510448 = -261712.059170
  nChanged 7
		SP:Iteration 34Q (81619.230000 sec): 3 clusters
  Score: Raw -264375.127186 + Penalty 2660.510448 = -261714.616738
  nChanged 9
		SP:Iteration 35Q (81619.410000 sec): 3 clusters
  Score: Raw -264379.182428 + Penalty 2660.510448 = -261718.671980
  nChanged 10
		SP:Iteration 36Q (81619.590000 sec): 3 clusters
  Score: Raw -264382.688343 + Penalty 2660.510448 = -261722.177894
  nChanged 7
		SP:Iteration 37Q (81619.760000 sec): 3 clusters
  Score: Raw -264385.201699 + Penalty 2660.510448 = -261724.691251
  nChanged 4
		SP:Iteration 38Q (81619.930000 sec): 3 clusters
  Score: Raw -264387.412234 + Penalty 2660.510448 = -261726.901786
  nChanged 5
		SP:Iteration 39Q (81620.110000 sec): 3 clusters
  Score: Raw -264389.270921 + Penalty 2660.510448 = -261728.760472
  nChanged 7
		SP:Iteration 40F (81620.290000 sec): 3 clusters
  Score: Raw -264392.870276 + Penalty 2660.510448 = -261732.359827
  nChanged 7
		SP:Iteration 41Q (81620.460000 sec): 3 clusters
  Score: Raw -264396.083216 + Penalty 2660.510448 = -261735.572767
  nChanged 6
		SP:Iteration 42Q (81620.640000 sec): 3 clusters
  Score: Raw -264398.346047 + Penalty 2660.510448 = -261737.835599
  nChanged 2
		SP:Iteration 43Q (81620.810000 sec): 3 clusters
  Score: Raw -264398.794714 + Penalty 2660.510448 = -261738.284266
  nChanged 1
		SP:Iteration 44Q (81620.990000 sec): 3 clusters
  Score: Raw -264399.036951 + Penalty 2660.510448 = -261738.526503
  nChanged 1
		SP:Iteration 45Q (81621.170000 sec): 3 clusters
  Score: Raw -264399.398985 + Penalty 2660.510448 = -261738.888537
  nChanged 0
		SP:Iteration 46F (81621.340000 sec): 3 clusters
  Score: Raw -264399.398985 + Penalty 2660.510448 = -261738.888537
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (6427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81621.440000 sec): 2 clusters
  Score: Raw -540619.771728 + Penalty 1424.842761 = -539194.928967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81621.650000 sec): 3 clusters
  Score: Raw -537125.833340 + Penalty 2849.685522 = -534276.147818
  nChanged 2737
		SP:Iteration 1F (81621.860000 sec): 3 clusters
  Score: Raw -538780.782849 + Penalty 2849.685522 = -535931.097327
  nChanged 530
		SP:Iteration 2F (81622.040000 sec): 3 clusters
  Score: Raw -539201.779093 + Penalty 2849.685522 = -536352.093570
  nChanged 511
		SP:Iteration 3F (81622.160000 sec): 3 clusters
  Score: Raw -539650.414497 + Penalty 2849.685522 = -536800.728975
  nChanged 495
		SP:Iteration 4F (81622.270000 sec): 3 clusters
  Score: Raw -540082.082738 + Penalty 2849.685522 = -537232.397216
  nChanged 405
		SP:Iteration 5F (81622.390000 sec): 3 clusters
  Score: Raw -540386.342507 + Penalty 2849.685522 = -537536.656985
  nChanged 299
		SP:Iteration 6Q (81622.500000 sec): 3 clusters
  Score: Raw -540579.310486 + Penalty 2849.685522 = -537729.624964
  nChanged 231
		SP:Iteration 7Q (81622.610000 sec): 3 clusters
  Score: Raw -540717.519381 + Penalty 2849.685522 = -537867.833858
  nChanged 164
		SP:Iteration 8Q (81622.720000 sec): 3 clusters
  Score: Raw -540798.219199 + Penalty 2849.685522 = -537948.533676
  nChanged 146
		SP:Iteration 9Q (81622.830000 sec): 3 clusters
  Score: Raw -540861.395187 + Penalty 2849.685522 = -538011.709665
  nChanged 110
		SP:Iteration 10Q (81623.030000 sec): 3 clusters
  Score: Raw -540906.768084 + Penalty 2849.685522 = -538057.082562
  nChanged 76
		SP:Iteration 11Q (81623.220000 sec): 3 clusters
  Score: Raw -540934.644656 + Penalty 2849.685522 = -538084.959134
  nChanged 58
		SP:Iteration 12Q (81623.450000 sec): 3 clusters
  Score: Raw -540956.308073 + Penalty 2849.685522 = -538106.622551
  nChanged 52
		SP:Iteration 13Q (81623.620000 sec): 3 clusters
  Score: Raw -540975.734581 + Penalty 2849.685522 = -538126.049059
  nChanged 46
		SP:Iteration 14Q (81623.810000 sec): 3 clusters
  Score: Raw -540990.132177 + Penalty 2849.685522 = -538140.446655
  nChanged 31
		SP:Iteration 15Q (81624.000000 sec): 3 clusters
  Score: Raw -540997.165557 + Penalty 2849.685522 = -538147.480035
  nChanged 27
		SP:Iteration 16Q (81624.190000 sec): 3 clusters
  Score: Raw -541009.154411 + Penalty 2849.685522 = -538159.468888
  nChanged 37
		SP:Iteration 17Q (81624.380000 sec): 3 clusters
  Score: Raw -541022.381422 + Penalty 2849.685522 = -538172.695900
  nChanged 32
		SP:Iteration 18Q (81624.570000 sec): 3 clusters
  Score: Raw -541034.233094 + Penalty 2849.685522 = -538184.547572
  nChanged 34
		SP:Iteration 19Q (81624.750000 sec): 3 clusters
  Score: Raw -541044.615327 + Penalty 2849.685522 = -538194.929805
  nChanged 29
		SP:Iteration 20F (81624.940000 sec): 3 clusters
  Score: Raw -541057.404840 + Penalty 2849.685522 = -538207.719317
  nChanged 39
		SP:Iteration 21Q (81625.130000 sec): 3 clusters
  Score: Raw -541072.892437 + Penalty 2849.685522 = -538223.206915
  nChanged 34
		SP:Iteration 22Q (81625.320000 sec): 3 clusters
  Score: Raw -541093.887887 + Penalty 2849.685522 = -538244.202364
  nChanged 46
		SP:Iteration 23Q (81625.510000 sec): 3 clusters
  Score: Raw -541118.317577 + Penalty 2849.685522 = -538268.632054
  nChanged 39
		SP:Iteration 24Q (81625.700000 sec): 3 clusters
  Score: Raw -541136.074359 + Penalty 2849.685522 = -538286.388837
  nChanged 43
		SP:Iteration 25Q (81625.890000 sec): 3 clusters
  Score: Raw -541154.242370 + Penalty 2849.685522 = -538304.556848
  nChanged 47
		SP:Iteration 26Q (81626.080000 sec): 3 clusters
  Score: Raw -541171.623290 + Penalty 2849.685522 = -538321.937768
  nChanged 39
		SP:Iteration 27Q (81626.270000 sec): 3 clusters
  Score: Raw -541188.572039 + Penalty 2849.685522 = -538338.886517
  nChanged 36
		SP:Iteration 28Q (81626.450000 sec): 3 clusters
  Score: Raw -541201.793975 + Penalty 2849.685522 = -538352.108452
  nChanged 36
		SP:Iteration 29Q (81626.650000 sec): 3 clusters
  Score: Raw -541219.724772 + Penalty 2849.685522 = -538370.039250
  nChanged 33
		SP:Iteration 30Q (81626.830000 sec): 3 clusters
  Score: Raw -541235.817348 + Penalty 2849.685522 = -538386.131826
  nChanged 29
		SP:Iteration 31Q (81627.020000 sec): 3 clusters
  Score: Raw -541245.100909 + Penalty 2849.685522 = -538395.415387
  nChanged 16
		SP:Iteration 32Q (81627.210000 sec): 3 clusters
  Score: Raw -541252.342786 + Penalty 2849.685522 = -538402.657264
  nChanged 24
		SP:Iteration 33Q (81627.400000 sec): 3 clusters
  Score: Raw -541260.814857 + Penalty 2849.685522 = -538411.129335
  nChanged 21
		SP:Iteration 34Q (81627.590000 sec): 3 clusters
  Score: Raw -541268.793715 + Penalty 2849.685522 = -538419.108192
  nChanged 24
		SP:Iteration 35Q (81627.780000 sec): 3 clusters
  Score: Raw -541278.655363 + Penalty 2849.685522 = -538428.969840
  nChanged 21
		SP:Iteration 36Q (81627.970000 sec): 3 clusters
  Score: Raw -541288.613803 + Penalty 2849.685522 = -538438.928281
  nChanged 24
		SP:Iteration 37Q (81628.150000 sec): 3 clusters
  Score: Raw -541298.853599 + Penalty 2849.685522 = -538449.168077
  nChanged 19
		SP:Iteration 38Q (81628.340000 sec): 3 clusters
  Score: Raw -541307.731231 + Penalty 2849.685522 = -538458.045709
  nChanged 23
		SP:Iteration 39Q (81628.530000 sec): 3 clusters
  Score: Raw -541315.822205 + Penalty 2849.685522 = -538466.136683
  nChanged 19
		SP:Iteration 40F (81628.720000 sec): 3 clusters
  Score: Raw -541321.288725 + Penalty 2849.685522 = -538471.603202
  nChanged 16
		SP:Iteration 41Q (81628.910000 sec): 3 clusters
  Score: Raw -541326.225599 + Penalty 2849.685522 = -538476.540077
  nChanged 14
		SP:Iteration 42Q (81629.100000 sec): 3 clusters
  Score: Raw -541330.317176 + Penalty 2849.685522 = -538480.631654
  nChanged 7
		SP:Iteration 43Q (81629.290000 sec): 3 clusters
  Score: Raw -541331.898274 + Penalty 2849.685522 = -538482.212752
  nChanged 7
		SP:Iteration 44Q (81629.480000 sec): 3 clusters
  Score: Raw -541333.742241 + Penalty 2849.685522 = -538484.056719
  nChanged 6
		SP:Iteration 45Q (81629.670000 sec): 3 clusters
  Score: Raw -541335.727977 + Penalty 2849.685522 = -538486.042454
  nChanged 4
		SP:Iteration 46Q (81629.850000 sec): 3 clusters
  Score: Raw -541336.483991 + Penalty 2849.685522 = -538486.798468
  nChanged 4
		SP:Iteration 47Q (81630.040000 sec): 3 clusters
  Score: Raw -541337.520619 + Penalty 2849.685522 = -538487.835097
  nChanged 7
		SP:Iteration 48Q (81630.240000 sec): 3 clusters
  Score: Raw -541339.840067 + Penalty 2849.685522 = -538490.154545
  nChanged 9
		SP:Iteration 49Q (81630.420000 sec): 3 clusters
  Score: Raw -541342.498532 + Penalty 2849.685522 = -538492.813009
  nChanged 5
		SP:Iteration 50Q (81630.610000 sec): 3 clusters
  Score: Raw -541344.003514 + Penalty 2849.685522 = -538494.317992
  nChanged 6
		SP:Iteration 51Q (81630.800000 sec): 3 clusters
  Score: Raw -541346.996496 + Penalty 2849.685522 = -538497.310974
  nChanged 12
		SP:Iteration 52Q (81630.990000 sec): 3 clusters
  Score: Raw -541350.773926 + Penalty 2849.685522 = -538501.088404
  nChanged 11
		SP:Iteration 53Q (81631.180000 sec): 3 clusters
  Score: Raw -541353.161901 + Penalty 2849.685522 = -538503.476379
  nChanged 8
		SP:Iteration 54Q (81631.370000 sec): 3 clusters
  Score: Raw -541355.055003 + Penalty 2849.685522 = -538505.369480
  nChanged 6
		SP:Iteration 55Q (81631.560000 sec): 3 clusters
  Score: Raw -541356.544087 + Penalty 2849.685522 = -538506.858565
  nChanged 7
		SP:Iteration 56Q (81631.670000 sec): 3 clusters
  Score: Raw -541358.927528 + Penalty 2849.685522 = -538509.242006
  nChanged 7
		SP:Iteration 57Q (81631.770000 sec): 3 clusters
  Score: Raw -541361.307024 + Penalty 2849.685522 = -538511.621502
  nChanged 9
		SP:Iteration 58Q (81631.970000 sec): 3 clusters
  Score: Raw -541363.776515 + Penalty 2849.685522 = -538514.090993
  nChanged 11
		SP:Iteration 59Q (81632.180000 sec): 3 clusters
  Score: Raw -541366.968538 + Penalty 2849.685522 = -538517.283016
  nChanged 9
		SP:Iteration 60F (81632.290000 sec): 3 clusters
  Score: Raw -541370.114057 + Penalty 2849.685522 = -538520.428534
  nChanged 7
		SP:Iteration 61Q (81632.400000 sec): 3 clusters
  Score: Raw -541372.098336 + Penalty 2849.685522 = -538522.412813
  nChanged 6
		SP:Iteration 62Q (81632.500000 sec): 3 clusters
  Score: Raw -541373.855626 + Penalty 2849.685522 = -538524.170104
  nChanged 4
		SP:Iteration 63Q (81632.620000 sec): 3 clusters
  Score: Raw -541375.246076 + Penalty 2849.685522 = -538525.560554
  nChanged 10
		SP:Iteration 64Q (81632.720000 sec): 3 clusters
  Score: Raw -541380.539700 + Penalty 2849.685522 = -538530.854178
  nChanged 10
		SP:Iteration 65Q (81632.830000 sec): 3 clusters
  Score: Raw -541383.864229 + Penalty 2849.685522 = -538534.178706
  nChanged 11
		SP:Iteration 66Q (81632.940000 sec): 3 clusters
  Score: Raw -541387.724669 + Penalty 2849.685522 = -538538.039147
  nChanged 9
		SP:Iteration 67Q (81633.040000 sec): 3 clusters
  Score: Raw -541390.238988 + Penalty 2849.685522 = -538540.553466
  nChanged 11
		SP:Iteration 68Q (81633.230000 sec): 3 clusters
  Score: Raw -541395.323427 + Penalty 2849.685522 = -538545.637904
  nChanged 12
		SP:Iteration 69Q (81633.420000 sec): 3 clusters
  Score: Raw -541400.321637 + Penalty 2849.685522 = -538550.636115
  nChanged 10
		SP:Iteration 70Q (81633.620000 sec): 3 clusters
  Score: Raw -541405.683790 + Penalty 2849.685522 = -538555.998268
  nChanged 12
		SP:Iteration 71Q (81633.830000 sec): 3 clusters
  Score: Raw -541410.999440 + Penalty 2849.685522 = -538561.313917
  nChanged 9
		SP:Iteration 72Q (81634.040000 sec): 3 clusters
  Score: Raw -541413.609219 + Penalty 2849.685522 = -538563.923697
  nChanged 4
		SP:Iteration 73Q (81634.240000 sec): 3 clusters
  Score: Raw -541415.659016 + Penalty 2849.685522 = -538565.973494
  nChanged 7
		SP:Iteration 74Q (81634.400000 sec): 3 clusters
  Score: Raw -541418.286251 + Penalty 2849.685522 = -538568.600728
  nChanged 8
		SP:Iteration 75Q (81634.500000 sec): 3 clusters
  Score: Raw -541419.834709 + Penalty 2849.685522 = -538570.149187
  nChanged 2
		SP:Iteration 76Q (81634.610000 sec): 3 clusters
  Score: Raw -541420.103523 + Penalty 2849.685522 = -538570.418001
  nChanged 2
		SP:Iteration 77Q (81634.720000 sec): 3 clusters
  Score: Raw -541420.580108 + Penalty 2849.685522 = -538570.894585
  nChanged 2
		SP:Iteration 78Q (81634.830000 sec): 3 clusters
  Score: Raw -541421.119858 + Penalty 2849.685522 = -538571.434335
  nChanged 2
		SP:Iteration 79Q (81634.930000 sec): 3 clusters
  Score: Raw -541422.473397 + Penalty 2849.685522 = -538572.787874
  nChanged 3
		SP:Iteration 80F (81635.040000 sec): 3 clusters
  Score: Raw -541423.627998 + Penalty 2849.685522 = -538573.942475
  nChanged 2
		SP:Iteration 81Q (81635.240000 sec): 3 clusters
  Score: Raw -541424.602743 + Penalty 2849.685522 = -538574.917220
  nChanged 0
		SP:Iteration 82F (81635.450000 sec): 3 clusters
  Score: Raw -541424.602743 + Penalty 2849.685522 = -538574.917220
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81635.650000 sec): 2 clusters
  Score: Raw -994424.763202 + Penalty 1504.531313 = -992920.231889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81635.920000 sec): 3 clusters
  Score: Raw -988454.678907 + Penalty 3009.062625 = -985445.616282
  nChanged 4563
		SP:Iteration 1F (81636.100000 sec): 3 clusters
  Score: Raw -991030.802897 + Penalty 3009.062625 = -988021.740271
  nChanged 751
		SP:Iteration 2F (81636.300000 sec): 3 clusters
  Score: Raw -991491.207264 + Penalty 3009.062625 = -988482.144638
  nChanged 711
		SP:Iteration 3F (81636.450000 sec): 3 clusters
  Score: Raw -991895.151885 + Penalty 3009.062625 = -988886.089260
  nChanged 670
		SP:Iteration 4F (81636.620000 sec): 3 clusters
  Score: Raw -992280.559279 + Penalty 3009.062625 = -989271.496653
  nChanged 629
		SP:Iteration 5F (81636.860000 sec): 3 clusters
  Score: Raw -992615.395186 + Penalty 3009.062625 = -989606.332561
  nChanged 533
		SP:Iteration 6F (81637.130000 sec): 3 clusters
  Score: Raw -992890.401883 + Penalty 3009.062625 = -989881.339257
  nChanged 472
		SP:Iteration 7Q (81637.400000 sec): 3 clusters
  Score: Raw -993102.793233 + Penalty 3009.062625 = -990093.730608
  nChanged 357
		SP:Iteration 8Q (81637.660000 sec): 3 clusters
  Score: Raw -993239.034670 + Penalty 3009.062625 = -990229.972044
  nChanged 293
		SP:Iteration 9Q (81637.930000 sec): 3 clusters
  Score: Raw -993353.997564 + Penalty 3009.062625 = -990344.934938
  nChanged 269
		SP:Iteration 10Q (81638.190000 sec): 3 clusters
  Score: Raw -993462.176976 + Penalty 3009.062625 = -990453.114350
  nChanged 250
		SP:Iteration 11Q (81638.460000 sec): 3 clusters
  Score: Raw -993575.329600 + Penalty 3009.062625 = -990566.266975
  nChanged 246
		SP:Iteration 12Q (81638.610000 sec): 3 clusters
  Score: Raw -993697.474615 + Penalty 3009.062625 = -990688.411990
  nChanged 225
		SP:Iteration 13Q (81638.780000 sec): 3 clusters
  Score: Raw -993821.451185 + Penalty 3009.062625 = -990812.388559
  nChanged 220
		SP:Iteration 14Q (81639.020000 sec): 3 clusters
  Score: Raw -993941.397476 + Penalty 3009.062625 = -990932.334851
  nChanged 217
		SP:Iteration 15Q (81639.260000 sec): 3 clusters
  Score: Raw -994080.841761 + Penalty 3009.062625 = -991071.779135
  nChanged 185
		SP:Iteration 16Q (81639.410000 sec): 3 clusters
  Score: Raw -994223.289015 + Penalty 3009.062625 = -991214.226390
  nChanged 181
		SP:Iteration 17Q (81639.710000 sec): 3 clusters
  Score: Raw -994375.007321 + Penalty 3009.062625 = -991365.944695
  nChanged 151
		SP:Iteration 18Q (81639.850000 sec): 3 clusters
  Score: Raw -994481.642574 + Penalty 3009.062625 = -991472.579948
  nChanged 120
		SP:Iteration 19Q (81639.990000 sec): 3 clusters
  Score: Raw -994566.604308 + Penalty 3009.062625 = -991557.541682
  nChanged 82
		SP:Iteration 20F (81640.260000 sec): 3 clusters
  Score: Raw -994615.852570 + Penalty 3009.062625 = -991606.789944
  nChanged 56
		SP:Iteration 21Q (81640.480000 sec): 3 clusters
  Score: Raw -994637.296873 + Penalty 3009.062625 = -991628.234247
  nChanged 40
		SP:Iteration 22Q (81640.700000 sec): 3 clusters
  Score: Raw -994651.721028 + Penalty 3009.062625 = -991642.658403
  nChanged 27
		SP:Iteration 23Q (81640.960000 sec): 3 clusters
  Score: Raw -994664.995950 + Penalty 3009.062625 = -991655.933324
  nChanged 29
		SP:Iteration 24Q (81641.170000 sec): 3 clusters
  Score: Raw -994677.440499 + Penalty 3009.062625 = -991668.377873
  nChanged 25
		SP:Iteration 25Q (81641.390000 sec): 3 clusters
  Score: Raw -994687.040786 + Penalty 3009.062625 = -991677.978160
  nChanged 24
		SP:Iteration 26Q (81641.610000 sec): 3 clusters
  Score: Raw -994699.558400 + Penalty 3009.062625 = -991690.495775
  nChanged 23
		SP:Iteration 27Q (81641.830000 sec): 3 clusters
  Score: Raw -994710.574194 + Penalty 3009.062625 = -991701.511568
  nChanged 24
		SP:Iteration 28Q (81642.040000 sec): 3 clusters
  Score: Raw -994722.720166 + Penalty 3009.062625 = -991713.657541
  nChanged 22
		SP:Iteration 29Q (81642.260000 sec): 3 clusters
  Score: Raw -994730.784014 + Penalty 3009.062625 = -991721.721388
  nChanged 22
		SP:Iteration 30Q (81642.480000 sec): 3 clusters
  Score: Raw -994737.623331 + Penalty 3009.062625 = -991728.560705
  nChanged 10
		SP:Iteration 31Q (81642.700000 sec): 3 clusters
  Score: Raw -994741.236471 + Penalty 3009.062625 = -991732.173845
  nChanged 17
		SP:Iteration 32Q (81642.920000 sec): 3 clusters
  Score: Raw -994747.686696 + Penalty 3009.062625 = -991738.624071
  nChanged 9
		SP:Iteration 33Q (81643.130000 sec): 3 clusters
  Score: Raw -994751.169279 + Penalty 3009.062625 = -991742.106654
  nChanged 9
		SP:Iteration 34Q (81643.350000 sec): 3 clusters
  Score: Raw -994754.805026 + Penalty 3009.062625 = -991745.742400
  nChanged 8
		SP:Iteration 35Q (81643.570000 sec): 3 clusters
  Score: Raw -994757.186904 + Penalty 3009.062625 = -991748.124278
  nChanged 5
		SP:Iteration 36Q (81643.790000 sec): 3 clusters
  Score: Raw -994759.133695 + Penalty 3009.062625 = -991750.071070
  nChanged 4
		SP:Iteration 37Q (81644.000000 sec): 3 clusters
  Score: Raw -994760.874302 + Penalty 3009.062625 = -991751.811676
  nChanged 2
		SP:Iteration 38Q (81644.220000 sec): 3 clusters
  Score: Raw -994761.730991 + Penalty 3009.062625 = -991752.668366
  nChanged 4
		SP:Iteration 39Q (81644.440000 sec): 3 clusters
  Score: Raw -994763.573407 + Penalty 3009.062625 = -991754.510781
  nChanged 3
		SP:Iteration 40F (81644.700000 sec): 3 clusters
  Score: Raw -994764.396308 + Penalty 3009.062625 = -991755.333683
  nChanged 4
		SP:Iteration 41Q (81644.960000 sec): 3 clusters
  Score: Raw -994765.802366 + Penalty 3009.062625 = -991756.739740
  nChanged 6
		SP:Iteration 42Q (81645.180000 sec): 3 clusters
  Score: Raw -994767.980444 + Penalty 3009.062625 = -991758.917818
  nChanged 5
		SP:Iteration 43Q (81645.400000 sec): 3 clusters
  Score: Raw -994770.414400 + Penalty 3009.062625 = -991761.351775
  nChanged 8
		SP:Iteration 44Q (81645.620000 sec): 3 clusters
  Score: Raw -994772.565163 + Penalty 3009.062625 = -991763.502538
  nChanged 7
		SP:Iteration 45Q (81645.840000 sec): 3 clusters
  Score: Raw -994773.946925 + Penalty 3009.062625 = -991764.884299
  nChanged 4
		SP:Iteration 46Q (81646.050000 sec): 3 clusters
  Score: Raw -994774.948270 + Penalty 3009.062625 = -991765.885645
  nChanged 3
		SP:Iteration 47Q (81646.270000 sec): 3 clusters
  Score: Raw -994775.649839 + Penalty 3009.062625 = -991766.587214
  nChanged 2
		SP:Iteration 48Q (81646.490000 sec): 3 clusters
  Score: Raw -994776.015201 + Penalty 3009.062625 = -991766.952575
  nChanged 4
		SP:Iteration 49Q (81646.700000 sec): 3 clusters
  Score: Raw -994777.292113 + Penalty 3009.062625 = -991768.229487
  nChanged 4
		SP:Iteration 50Q (81646.920000 sec): 3 clusters
  Score: Raw -994779.293244 + Penalty 3009.062625 = -991770.230619
  nChanged 6
		SP:Iteration 51Q (81647.140000 sec): 3 clusters
  Score: Raw -994782.173558 + Penalty 3009.062625 = -991773.110932
  nChanged 6
		SP:Iteration 52Q (81647.360000 sec): 3 clusters
  Score: Raw -994785.224327 + Penalty 3009.062625 = -991776.161702
  nChanged 5
		SP:Iteration 53Q (81647.580000 sec): 3 clusters
  Score: Raw -994787.546707 + Penalty 3009.062625 = -991778.484081
  nChanged 6
		SP:Iteration 54Q (81647.790000 sec): 3 clusters
  Score: Raw -994789.821789 + Penalty 3009.062625 = -991780.759164
  nChanged 3
		SP:Iteration 55Q (81648.010000 sec): 3 clusters
  Score: Raw -994790.567477 + Penalty 3009.062625 = -991781.504852
  nChanged 0
		SP:Iteration 56F (81648.270000 sec): 3 clusters
  Score: Raw -994790.567477 + Penalty 3009.062625 = -991781.504852
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (8491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81648.380000 sec): 2 clusters
  Score: Raw -746913.708502 + Penalty 1470.098834 = -745443.609668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81648.630000 sec): 3 clusters
  Score: Raw -742219.477182 + Penalty 2940.197669 = -739279.279514
  nChanged 3612
		SP:Iteration 1F (81648.820000 sec): 3 clusters
  Score: Raw -744124.661095 + Penalty 2940.197669 = -741184.463426
  nChanged 606
		SP:Iteration 2F (81649.010000 sec): 3 clusters
  Score: Raw -744433.775590 + Penalty 2940.197669 = -741493.577921
  nChanged 511
		SP:Iteration 3F (81649.210000 sec): 3 clusters
  Score: Raw -744674.349080 + Penalty 2940.197669 = -741734.151412
  nChanged 420
		SP:Iteration 4Q (81649.400000 sec): 3 clusters
  Score: Raw -744940.426491 + Penalty 2940.197669 = -742000.228822
  nChanged 458
		SP:Iteration 5F (81649.590000 sec): 3 clusters
  Score: Raw -745275.861873 + Penalty 2940.197669 = -742335.664204
  nChanged 478
		SP:Iteration 6F (81649.790000 sec): 3 clusters
  Score: Raw -745631.577577 + Penalty 2940.197669 = -742691.379908
  nChanged 431
		SP:Iteration 7F (81650.070000 sec): 3 clusters
  Score: Raw -745928.891062 + Penalty 2940.197669 = -742988.693393
  nChanged 413
		SP:Iteration 8Q (81650.230000 sec): 3 clusters
  Score: Raw -746166.266382 + Penalty 2940.197669 = -743226.068713
  nChanged 324
		SP:Iteration 9Q (81650.420000 sec): 3 clusters
  Score: Raw -746346.317435 + Penalty 2940.197669 = -743406.119766
  nChanged 265
		SP:Iteration 10Q (81650.610000 sec): 3 clusters
  Score: Raw -746486.648951 + Penalty 2940.197669 = -743546.451282
  nChanged 236
		SP:Iteration 11Q (81650.800000 sec): 3 clusters
  Score: Raw -746593.849547 + Penalty 2940.197669 = -743653.651879
  nChanged 223
		SP:Iteration 12Q (81651.000000 sec): 3 clusters
  Score: Raw -746686.667809 + Penalty 2940.197669 = -743746.470141
  nChanged 185
		SP:Iteration 13Q (81651.230000 sec): 3 clusters
  Score: Raw -746770.925870 + Penalty 2940.197669 = -743830.728202
  nChanged 173
		SP:Iteration 14Q (81651.420000 sec): 3 clusters
  Score: Raw -746857.312928 + Penalty 2940.197669 = -743917.115260
  nChanged 145
		SP:Iteration 15Q (81651.620000 sec): 3 clusters
  Score: Raw -746926.879291 + Penalty 2940.197669 = -743986.681622
  nChanged 137
		SP:Iteration 16Q (81651.820000 sec): 3 clusters
  Score: Raw -746994.900277 + Penalty 2940.197669 = -744054.702608
  nChanged 130
		SP:Iteration 17Q (81652.040000 sec): 3 clusters
  Score: Raw -747059.624063 + Penalty 2940.197669 = -744119.426395
  nChanged 132
		SP:Iteration 18Q (81652.170000 sec): 3 clusters
  Score: Raw -747131.530172 + Penalty 2940.197669 = -744191.332503
  nChanged 132
		SP:Iteration 19Q (81652.300000 sec): 3 clusters
  Score: Raw -747193.202977 + Penalty 2940.197669 = -744253.005309
  nChanged 125
		SP:Iteration 20F (81652.520000 sec): 3 clusters
  Score: Raw -747245.697285 + Penalty 2940.197669 = -744305.499616
  nChanged 107
		SP:Iteration 21Q (81652.710000 sec): 3 clusters
  Score: Raw -747299.825385 + Penalty 2940.197669 = -744359.627716
  nChanged 102
		SP:Iteration 22Q (81652.940000 sec): 3 clusters
  Score: Raw -747353.938619 + Penalty 2940.197669 = -744413.740950
  nChanged 77
		SP:Iteration 23Q (81653.150000 sec): 3 clusters
  Score: Raw -747393.184204 + Penalty 2940.197669 = -744452.986535
  nChanged 74
		SP:Iteration 24Q (81653.340000 sec): 3 clusters
  Score: Raw -747420.717798 + Penalty 2940.197669 = -744480.520129
  nChanged 52
		SP:Iteration 25Q (81653.530000 sec): 3 clusters
  Score: Raw -747439.221605 + Penalty 2940.197669 = -744499.023936
  nChanged 47
		SP:Iteration 26Q (81653.730000 sec): 3 clusters
  Score: Raw -747456.224742 + Penalty 2940.197669 = -744516.027073
  nChanged 42
		SP:Iteration 27Q (81653.920000 sec): 3 clusters
  Score: Raw -747475.015060 + Penalty 2940.197669 = -744534.817391
  nChanged 43
		SP:Iteration 28Q (81654.120000 sec): 3 clusters
  Score: Raw -747490.509519 + Penalty 2940.197669 = -744550.311850
  nChanged 40
		SP:Iteration 29Q (81654.310000 sec): 3 clusters
  Score: Raw -747500.905214 + Penalty 2940.197669 = -744560.707546
  nChanged 37
		SP:Iteration 30Q (81654.500000 sec): 3 clusters
  Score: Raw -747510.198331 + Penalty 2940.197669 = -744570.000662
  nChanged 37
		SP:Iteration 31Q (81654.700000 sec): 3 clusters
  Score: Raw -747521.856754 + Penalty 2940.197669 = -744581.659086
  nChanged 31
		SP:Iteration 32Q (81654.890000 sec): 3 clusters
  Score: Raw -747530.051139 + Penalty 2940.197669 = -744589.853470
  nChanged 19
		SP:Iteration 33Q (81655.090000 sec): 3 clusters
  Score: Raw -747535.049520 + Penalty 2940.197669 = -744594.851851
  nChanged 12
		SP:Iteration 34Q (81655.280000 sec): 3 clusters
  Score: Raw -747537.475776 + Penalty 2940.197669 = -744597.278108
  nChanged 10
		SP:Iteration 35Q (81655.470000 sec): 3 clusters
  Score: Raw -747538.834508 + Penalty 2940.197669 = -744598.636839
  nChanged 11
		SP:Iteration 36Q (81655.610000 sec): 3 clusters
  Score: Raw -747540.301124 + Penalty 2940.197669 = -744600.103456
  nChanged 9
		SP:Iteration 37Q (81655.740000 sec): 3 clusters
  Score: Raw -747542.033898 + Penalty 2940.197669 = -744601.836229
  nChanged 11
		SP:Iteration 38Q (81655.870000 sec): 3 clusters
  Score: Raw -747543.749680 + Penalty 2940.197669 = -744603.552011
  nChanged 9
		SP:Iteration 39Q (81656.090000 sec): 3 clusters
  Score: Raw -747544.724342 + Penalty 2940.197669 = -744604.526673
  nChanged 7
		SP:Iteration 40F (81656.290000 sec): 3 clusters
  Score: Raw -747545.582019 + Penalty 2940.197669 = -744605.384351
  nChanged 2
		SP:Iteration 41Q (81656.470000 sec): 3 clusters
  Score: Raw -747545.723363 + Penalty 2940.197669 = -744605.525694
  nChanged 2
		SP:Iteration 42Q (81656.590000 sec): 3 clusters
  Score: Raw -747545.905626 + Penalty 2940.197669 = -744605.707957
  nChanged 1
		SP:Iteration 43Q (81656.730000 sec): 3 clusters
  Score: Raw -747545.967649 + Penalty 2940.197669 = -744605.769980
  nChanged 0
		SP:Iteration 44F (81656.950000 sec): 3 clusters
  Score: Raw -747545.967649 + Penalty 2940.197669 = -744605.769980
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81657.030000 sec): 2 clusters
  Score: Raw -276180.296705 + Penalty 1326.732919 = -274853.563786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81657.200000 sec): 3 clusters
  Score: Raw -274487.535622 + Penalty 2653.465837 = -271834.069785
  nChanged 1388
		SP:Iteration 1F (81657.380000 sec): 3 clusters
  Score: Raw -275307.633182 + Penalty 2653.465837 = -272654.167345
  nChanged 292
		SP:Iteration 2F (81657.560000 sec): 3 clusters
  Score: Raw -275515.991461 + Penalty 2653.465837 = -272862.525623
  nChanged 216
		SP:Iteration 3F (81657.730000 sec): 3 clusters
  Score: Raw -275674.876588 + Penalty 2653.465837 = -273021.410750
  nChanged 188
		SP:Iteration 4F (81657.910000 sec): 3 clusters
  Score: Raw -275817.664078 + Penalty 2653.465837 = -273164.198240
  nChanged 174
		SP:Iteration 5Q (81658.080000 sec): 3 clusters
  Score: Raw -275953.720251 + Penalty 2653.465837 = -273300.254414
  nChanged 147
		SP:Iteration 6Q (81658.160000 sec): 3 clusters
  Score: Raw -276072.971716 + Penalty 2653.465837 = -273419.505879
  nChanged 124
		SP:Iteration 7Q (81658.230000 sec): 3 clusters
  Score: Raw -276153.441496 + Penalty 2653.465837 = -273499.975659
  nChanged 86
		SP:Iteration 8Q (81658.310000 sec): 3 clusters
  Score: Raw -276209.285475 + Penalty 2653.465837 = -273555.819638
  nChanged 80
		SP:Iteration 9Q (81658.380000 sec): 3 clusters
  Score: Raw -276271.695615 + Penalty 2653.465837 = -273618.229778
  nChanged 68
		SP:Iteration 10Q (81658.460000 sec): 3 clusters
  Score: Raw -276327.221738 + Penalty 2653.465837 = -273673.755901
  nChanged 76
		SP:Iteration 11Q (81658.530000 sec): 3 clusters
  Score: Raw -276382.047556 + Penalty 2653.465837 = -273728.581719
  nChanged 57
		SP:Iteration 12Q (81658.610000 sec): 3 clusters
  Score: Raw -276425.605662 + Penalty 2653.465837 = -273772.139825
  nChanged 50
		SP:Iteration 13Q (81658.680000 sec): 3 clusters
  Score: Raw -276459.887649 + Penalty 2653.465837 = -273806.421811
  nChanged 43
		SP:Iteration 14Q (81658.760000 sec): 3 clusters
  Score: Raw -276484.099981 + Penalty 2653.465837 = -273830.634144
  nChanged 30
		SP:Iteration 15Q (81658.830000 sec): 3 clusters
  Score: Raw -276502.721443 + Penalty 2653.465837 = -273849.255606
  nChanged 22
		SP:Iteration 16Q (81658.900000 sec): 3 clusters
  Score: Raw -276516.538288 + Penalty 2653.465837 = -273863.072450
  nChanged 26
		SP:Iteration 17Q (81658.970000 sec): 3 clusters
  Score: Raw -276530.797734 + Penalty 2653.465837 = -273877.331896
  nChanged 16
		SP:Iteration 18Q (81659.040000 sec): 3 clusters
  Score: Raw -276539.599473 + Penalty 2653.465837 = -273886.133635
  nChanged 14
		SP:Iteration 19Q (81659.100000 sec): 3 clusters
  Score: Raw -276546.336141 + Penalty 2653.465837 = -273892.870303
  nChanged 11
		SP:Iteration 20F (81659.180000 sec): 3 clusters
  Score: Raw -276551.093603 + Penalty 2653.465837 = -273897.627765
  nChanged 14
		SP:Iteration 21Q (81659.250000 sec): 3 clusters
  Score: Raw -276557.399603 + Penalty 2653.465837 = -273903.933766
  nChanged 5
		SP:Iteration 22Q (81659.320000 sec): 3 clusters
  Score: Raw -276560.423119 + Penalty 2653.465837 = -273906.957282
  nChanged 8
		SP:Iteration 23Q (81659.380000 sec): 3 clusters
  Score: Raw -276564.784924 + Penalty 2653.465837 = -273911.319087
  nChanged 5
		SP:Iteration 24Q (81659.450000 sec): 3 clusters
  Score: Raw -276566.376442 + Penalty 2653.465837 = -273912.910604
  nChanged 4
		SP:Iteration 25Q (81659.520000 sec): 3 clusters
  Score: Raw -276568.216240 + Penalty 2653.465837 = -273914.750403
  nChanged 0
		SP:Iteration 26F (81659.700000 sec): 3 clusters
  Score: Raw -276568.216240 + Penalty 2653.465837 = -273914.750403
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (2986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81659.760000 sec): 2 clusters
  Score: Raw -242363.302327 + Penalty 1300.274621 = -241063.027706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81659.940000 sec): 3 clusters
  Score: Raw -240985.256178 + Penalty 2600.549243 = -238384.706935
  nChanged 1134
		SP:Iteration 1F (81660.110000 sec): 3 clusters
  Score: Raw -241811.547659 + Penalty 2600.549243 = -239210.998416
  nChanged 294
		SP:Iteration 2F (81660.290000 sec): 3 clusters
  Score: Raw -242069.179300 + Penalty 2600.549243 = -239468.630057
  nChanged 197
		SP:Iteration 3F (81660.460000 sec): 3 clusters
  Score: Raw -242234.314916 + Penalty 2600.549243 = -239633.765673
  nChanged 144
		SP:Iteration 4Q (81660.640000 sec): 3 clusters
  Score: Raw -242337.604911 + Penalty 2600.549243 = -239737.055668
  nChanged 101
		SP:Iteration 5Q (81660.820000 sec): 3 clusters
  Score: Raw -242401.884533 + Penalty 2600.549243 = -239801.335291
  nChanged 75
		SP:Iteration 6Q (81660.960000 sec): 3 clusters
  Score: Raw -242445.399221 + Penalty 2600.549243 = -239844.849978
  nChanged 56
		SP:Iteration 7Q (81661.020000 sec): 3 clusters
  Score: Raw -242485.329756 + Penalty 2600.549243 = -239884.780513
  nChanged 58
		SP:Iteration 8Q (81661.080000 sec): 3 clusters
  Score: Raw -242529.159707 + Penalty 2600.549243 = -239928.610464
  nChanged 53
		SP:Iteration 9Q (81661.140000 sec): 3 clusters
  Score: Raw -242581.791734 + Penalty 2600.549243 = -239981.242491
  nChanged 62
		SP:Iteration 10Q (81661.200000 sec): 3 clusters
  Score: Raw -242647.187879 + Penalty 2600.549243 = -240046.638636
  nChanged 61
		SP:Iteration 11Q (81661.260000 sec): 3 clusters
  Score: Raw -242698.328437 + Penalty 2600.549243 = -240097.779194
  nChanged 66
		SP:Iteration 12Q (81661.320000 sec): 3 clusters
  Score: Raw -242745.467166 + Penalty 2600.549243 = -240144.917923
  nChanged 46
		SP:Iteration 13Q (81661.380000 sec): 3 clusters
  Score: Raw -242774.920282 + Penalty 2600.549243 = -240174.371039
  nChanged 44
		SP:Iteration 14Q (81661.440000 sec): 3 clusters
  Score: Raw -242805.590196 + Penalty 2600.549243 = -240205.040953
  nChanged 48
		SP:Iteration 15Q (81661.500000 sec): 3 clusters
  Score: Raw -242841.837400 + Penalty 2600.549243 = -240241.288157
  nChanged 48
		SP:Iteration 16Q (81661.560000 sec): 3 clusters
  Score: Raw -242866.383493 + Penalty 2600.549243 = -240265.834250
  nChanged 40
		SP:Iteration 17Q (81661.620000 sec): 3 clusters
  Score: Raw -242889.917026 + Penalty 2600.549243 = -240289.367784
  nChanged 44
		SP:Iteration 18Q (81661.680000 sec): 3 clusters
  Score: Raw -242912.048468 + Penalty 2600.549243 = -240311.499225
  nChanged 27
		SP:Iteration 19Q (81661.730000 sec): 3 clusters
  Score: Raw -242927.373888 + Penalty 2600.549243 = -240326.824645
  nChanged 27
		SP:Iteration 20F (81661.790000 sec): 3 clusters
  Score: Raw -242940.869536 + Penalty 2600.549243 = -240340.320293
  nChanged 26
		SP:Iteration 21Q (81661.850000 sec): 3 clusters
  Score: Raw -242952.300008 + Penalty 2600.549243 = -240351.750765
  nChanged 15
		SP:Iteration 22Q (81661.910000 sec): 3 clusters
  Score: Raw -242957.346226 + Penalty 2600.549243 = -240356.796983
  nChanged 7
		SP:Iteration 23Q (81661.970000 sec): 3 clusters
  Score: Raw -242959.283367 + Penalty 2600.549243 = -240358.734124
  nChanged 3
		SP:Iteration 24Q (81662.030000 sec): 3 clusters
  Score: Raw -242960.413569 + Penalty 2600.549243 = -240359.864326
  nChanged 3
		SP:Iteration 25Q (81662.090000 sec): 3 clusters
  Score: Raw -242961.152007 + Penalty 2600.549243 = -240360.602764
  nChanged 3
		SP:Iteration 26Q (81662.150000 sec): 3 clusters
  Score: Raw -242961.757433 + Penalty 2600.549243 = -240361.208190
  nChanged 4
		SP:Iteration 27Q (81662.210000 sec): 3 clusters
  Score: Raw -242962.811168 + Penalty 2600.549243 = -240362.261926
  nChanged 4
		SP:Iteration 28Q (81662.270000 sec): 3 clusters
  Score: Raw -242963.981230 + Penalty 2600.549243 = -240363.431987
  nChanged 5
		SP:Iteration 29Q (81662.330000 sec): 3 clusters
  Score: Raw -242965.440400 + Penalty 2600.549243 = -240364.891157
  nChanged 3
		SP:Iteration 30Q (81662.430000 sec): 3 clusters
  Score: Raw -242967.586039 + Penalty 2600.549243 = -240367.036796
  nChanged 6
		SP:Iteration 31Q (81662.600000 sec): 3 clusters
  Score: Raw -242968.958378 + Penalty 2600.549243 = -240368.409135
  nChanged 9
		SP:Iteration 32Q (81662.780000 sec): 3 clusters
  Score: Raw -242972.194632 + Penalty 2600.549243 = -240371.645389
  nChanged 11
		SP:Iteration 33Q (81662.950000 sec): 3 clusters
  Score: Raw -242975.786369 + Penalty 2600.549243 = -240375.237126
  nChanged 8
		SP:Iteration 34Q (81663.130000 sec): 3 clusters
  Score: Raw -242977.676977 + Penalty 2600.549243 = -240377.127734
  nChanged 8
		SP:Iteration 35Q (81663.300000 sec): 3 clusters
  Score: Raw -242979.496837 + Penalty 2600.549243 = -240378.947594
  nChanged 4
		SP:Iteration 36Q (81663.480000 sec): 3 clusters
  Score: Raw -242980.684257 + Penalty 2600.549243 = -240380.135014
  nChanged 3
		SP:Iteration 37Q (81663.660000 sec): 3 clusters
  Score: Raw -242981.464815 + Penalty 2600.549243 = -240380.915572
  nChanged 3
		SP:Iteration 38Q (81663.830000 sec): 3 clusters
  Score: Raw -242982.811581 + Penalty 2600.549243 = -240382.262339
  nChanged 3
		SP:Iteration 39Q (81664.010000 sec): 3 clusters
  Score: Raw -242983.568042 + Penalty 2600.549243 = -240383.018799
  nChanged 1
		SP:Iteration 40F (81664.190000 sec): 3 clusters
  Score: Raw -242983.667234 + Penalty 2600.549243 = -240383.117991
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (25467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81664.500000 sec): 2 clusters
  Score: Raw -2426818.166098 + Penalty 1648.585051 = -2425169.581047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81664.870000 sec): 3 clusters
  Score: Raw -2411378.225482 + Penalty 3297.170102 = -2408081.055380
  nChanged 11600
		SP:Iteration 1F (81665.260000 sec): 3 clusters
  Score: Raw -2417960.586450 + Penalty 3297.170102 = -2414663.416348
  nChanged 1495
		SP:Iteration 2F (81665.660000 sec): 3 clusters
  Score: Raw -2418650.494936 + Penalty 3297.170102 = -2415353.324834
  nChanged 1480
		SP:Iteration 3F (81666.050000 sec): 3 clusters
  Score: Raw -2419418.954163 + Penalty 3297.170102 = -2416121.784061
  nChanged 1444
		SP:Iteration 4F (81666.400000 sec): 3 clusters
  Score: Raw -2420154.013393 + Penalty 3297.170102 = -2416856.843291
  nChanged 1413
		SP:Iteration 5F (81666.800000 sec): 3 clusters
  Score: Raw -2420850.037282 + Penalty 3297.170102 = -2417552.867180
  nChanged 1226
		SP:Iteration 6Q (81667.190000 sec): 3 clusters
  Score: Raw -2421388.746541 + Penalty 3297.170102 = -2418091.576439
  nChanged 1033
		SP:Iteration 7Q (81667.590000 sec): 3 clusters
  Score: Raw -2421775.569965 + Penalty 3297.170102 = -2418478.399863
  nChanged 840
		SP:Iteration 8Q (81667.980000 sec): 3 clusters
  Score: Raw -2422056.764254 + Penalty 3297.170102 = -2418759.594152
  nChanged 742
		SP:Iteration 9Q (81668.380000 sec): 3 clusters
  Score: Raw -2422306.651780 + Penalty 3297.170102 = -2419009.481678
  nChanged 735
		SP:Iteration 10Q (81668.780000 sec): 3 clusters
  Score: Raw -2422551.807301 + Penalty 3297.170102 = -2419254.637199
  nChanged 690
		SP:Iteration 11Q (81669.170000 sec): 3 clusters
  Score: Raw -2422785.762476 + Penalty 3297.170102 = -2419488.592374
  nChanged 653
		SP:Iteration 12Q (81669.570000 sec): 3 clusters
  Score: Raw -2423010.950195 + Penalty 3297.170102 = -2419713.780093
  nChanged 656
		SP:Iteration 13Q (81669.960000 sec): 3 clusters
  Score: Raw -2423261.867350 + Penalty 3297.170102 = -2419964.697248
  nChanged 652
		SP:Iteration 14Q (81670.360000 sec): 3 clusters
  Score: Raw -2423508.398153 + Penalty 3297.170102 = -2420211.228051
  nChanged 658
		SP:Iteration 15Q (81670.750000 sec): 3 clusters
  Score: Raw -2423765.255748 + Penalty 3297.170102 = -2420468.085646
  nChanged 595
		SP:Iteration 16Q (81671.150000 sec): 3 clusters
  Score: Raw -2424012.784174 + Penalty 3297.170102 = -2420715.614072
  nChanged 654
		SP:Iteration 17Q (81671.500000 sec): 3 clusters
  Score: Raw -2424306.856637 + Penalty 3297.170102 = -2421009.686535
  nChanged 666
		SP:Iteration 18Q (81671.850000 sec): 3 clusters
  Score: Raw -2424634.055220 + Penalty 3297.170102 = -2421336.885118
  nChanged 649
		SP:Iteration 19Q (81672.200000 sec): 3 clusters
  Score: Raw -2424976.879946 + Penalty 3297.170102 = -2421679.709844
  nChanged 613
		SP:Iteration 20F (81672.560000 sec): 3 clusters
  Score: Raw -2425292.359509 + Penalty 3297.170102 = -2421995.189407
  nChanged 539
		SP:Iteration 21Q (81672.910000 sec): 3 clusters
  Score: Raw -2425568.802015 + Penalty 3297.170102 = -2422271.631913
  nChanged 488
		SP:Iteration 22Q (81673.260000 sec): 3 clusters
  Score: Raw -2425816.138226 + Penalty 3297.170102 = -2422518.968124
  nChanged 468
		SP:Iteration 23Q (81673.620000 sec): 3 clusters
  Score: Raw -2426056.448969 + Penalty 3297.170102 = -2422759.278867
  nChanged 401
		SP:Iteration 24Q (81673.970000 sec): 3 clusters
  Score: Raw -2426238.037295 + Penalty 3297.170102 = -2422940.867193
  nChanged 377
		SP:Iteration 25Q (81674.330000 sec): 3 clusters
  Score: Raw -2426411.078784 + Penalty 3297.170102 = -2423113.908682
  nChanged 313
		SP:Iteration 26Q (81674.680000 sec): 3 clusters
  Score: Raw -2426543.321378 + Penalty 3297.170102 = -2423246.151276
  nChanged 266
		SP:Iteration 27Q (81675.040000 sec): 3 clusters
  Score: Raw -2426640.733109 + Penalty 3297.170102 = -2423343.563007
  nChanged 232
		SP:Iteration 28Q (81675.400000 sec): 3 clusters
  Score: Raw -2426726.622578 + Penalty 3297.170102 = -2423429.452476
  nChanged 202
		SP:Iteration 29Q (81675.750000 sec): 3 clusters
  Score: Raw -2426792.257746 + Penalty 3297.170102 = -2423495.087644
  nChanged 164
		SP:Iteration 30Q (81676.110000 sec): 3 clusters
  Score: Raw -2426845.334096 + Penalty 3297.170102 = -2423548.163994
  nChanged 138
		SP:Iteration 31Q (81676.460000 sec): 3 clusters
  Score: Raw -2426886.129126 + Penalty 3297.170102 = -2423588.959024
  nChanged 120
		SP:Iteration 32Q (81676.820000 sec): 3 clusters
  Score: Raw -2426924.675810 + Penalty 3297.170102 = -2423627.505708
  nChanged 119
		SP:Iteration 33Q (81677.180000 sec): 3 clusters
  Score: Raw -2426967.771173 + Penalty 3297.170102 = -2423670.601071
  nChanged 109
		SP:Iteration 34Q (81677.530000 sec): 3 clusters
  Score: Raw -2427002.106870 + Penalty 3297.170102 = -2423704.936768
  nChanged 108
		SP:Iteration 35Q (81677.890000 sec): 3 clusters
  Score: Raw -2427035.646565 + Penalty 3297.170102 = -2423738.476463
  nChanged 94
		SP:Iteration 36Q (81678.240000 sec): 3 clusters
  Score: Raw -2427067.990810 + Penalty 3297.170102 = -2423770.820708
  nChanged 89
		SP:Iteration 37Q (81678.600000 sec): 3 clusters
  Score: Raw -2427098.112108 + Penalty 3297.170102 = -2423800.942006
  nChanged 72
		SP:Iteration 38Q (81678.960000 sec): 3 clusters
  Score: Raw -2427119.978820 + Penalty 3297.170102 = -2423822.808718
  nChanged 71
		SP:Iteration 39Q (81679.310000 sec): 3 clusters
  Score: Raw -2427142.449857 + Penalty 3297.170102 = -2423845.279755
  nChanged 63
		SP:Iteration 40F (81679.670000 sec): 3 clusters
  Score: Raw -2427163.662688 + Penalty 3297.170102 = -2423866.492586
  nChanged 57
		SP:Iteration 41Q (81680.020000 sec): 3 clusters
  Score: Raw -2427183.582442 + Penalty 3297.170102 = -2423886.412340
  nChanged 56
		SP:Iteration 42Q (81680.380000 sec): 3 clusters
  Score: Raw -2427202.225278 + Penalty 3297.170102 = -2423905.055176
  nChanged 65
		SP:Iteration 43Q (81680.730000 sec): 3 clusters
  Score: Raw -2427224.292741 + Penalty 3297.170102 = -2423927.122639
  nChanged 55
		SP:Iteration 44Q (81681.090000 sec): 3 clusters
  Score: Raw -2427241.190197 + Penalty 3297.170102 = -2423944.020095
  nChanged 35
		SP:Iteration 45Q (81681.450000 sec): 3 clusters
  Score: Raw -2427251.028763 + Penalty 3297.170102 = -2423953.858661
  nChanged 35
		SP:Iteration 46Q (81681.800000 sec): 3 clusters
  Score: Raw -2427262.043366 + Penalty 3297.170102 = -2423964.873264
  nChanged 26
		SP:Iteration 47Q (81682.160000 sec): 3 clusters
  Score: Raw -2427270.788662 + Penalty 3297.170102 = -2423973.618560
  nChanged 36
		SP:Iteration 48Q (81682.520000 sec): 3 clusters
  Score: Raw -2427280.832246 + Penalty 3297.170102 = -2423983.662144
  nChanged 22
		SP:Iteration 49Q (81682.870000 sec): 3 clusters
  Score: Raw -2427287.462313 + Penalty 3297.170102 = -2423990.292211
  nChanged 25
		SP:Iteration 50Q (81683.230000 sec): 3 clusters
  Score: Raw -2427296.505880 + Penalty 3297.170102 = -2423999.335778
  nChanged 23
		SP:Iteration 51Q (81683.580000 sec): 3 clusters
  Score: Raw -2427306.108784 + Penalty 3297.170102 = -2424008.938682
  nChanged 27
		SP:Iteration 52Q (81683.940000 sec): 3 clusters
  Score: Raw -2427313.950171 + Penalty 3297.170102 = -2424016.780069
  nChanged 18
		SP:Iteration 53Q (81684.340000 sec): 3 clusters
  Score: Raw -2427319.261689 + Penalty 3297.170102 = -2424022.091587
  nChanged 14
		SP:Iteration 54Q (81684.650000 sec): 3 clusters
  Score: Raw -2427322.767770 + Penalty 3297.170102 = -2424025.597668
  nChanged 18
		SP:Iteration 55Q (81685.040000 sec): 3 clusters
  Score: Raw -2427327.052366 + Penalty 3297.170102 = -2424029.882264
  nChanged 21
		SP:Iteration 56Q (81685.370000 sec): 3 clusters
  Score: Raw -2427334.575329 + Penalty 3297.170102 = -2424037.405227
  nChanged 23
		SP:Iteration 57Q (81685.720000 sec): 3 clusters
  Score: Raw -2427341.332390 + Penalty 3297.170102 = -2424044.162288
  nChanged 13
		SP:Iteration 58Q (81686.080000 sec): 3 clusters
  Score: Raw -2427345.721139 + Penalty 3297.170102 = -2424048.551037
  nChanged 15
		SP:Iteration 59Q (81686.430000 sec): 3 clusters
  Score: Raw -2427350.479523 + Penalty 3297.170102 = -2424053.309421
  nChanged 11
		SP:Iteration 60F (81686.840000 sec): 3 clusters
  Score: Raw -2427353.311304 + Penalty 3297.170102 = -2424056.141202
  nChanged 6
		SP:Iteration 61Q (81687.190000 sec): 3 clusters
  Score: Raw -2427354.738771 + Penalty 3297.170102 = -2424057.568669
  nChanged 8
		SP:Iteration 62Q (81687.550000 sec): 3 clusters
  Score: Raw -2427356.876354 + Penalty 3297.170102 = -2424059.706252
  nChanged 7
		SP:Iteration 63Q (81687.900000 sec): 3 clusters
  Score: Raw -2427358.562296 + Penalty 3297.170102 = -2424061.392194
  nChanged 2
		SP:Iteration 64Q (81688.260000 sec): 3 clusters
  Score: Raw -2427359.040837 + Penalty 3297.170102 = -2424061.870735
  nChanged 3
		SP:Iteration 65Q (81688.620000 sec): 3 clusters
  Score: Raw -2427359.864810 + Penalty 3297.170102 = -2424062.694708
  nChanged 4
		SP:Iteration 66Q (81688.970000 sec): 3 clusters
  Score: Raw -2427360.459147 + Penalty 3297.170102 = -2424063.289045
  nChanged 1
		SP:Iteration 67Q (81689.330000 sec): 3 clusters
  Score: Raw -2427360.684840 + Penalty 3297.170102 = -2424063.514738
  nChanged 0
		SP:Iteration 68F (81689.730000 sec): 3 clusters
  Score: Raw -2427360.684840 + Penalty 3297.170102 = -2424063.514738
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (7101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81689.820000 sec): 2 clusters
  Score: Raw -606407.434280 + Penalty 1441.048521 = -604966.385759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81690.030000 sec): 3 clusters
  Score: Raw -602543.499151 + Penalty 2882.097042 = -599661.402109
  nChanged 2969
		SP:Iteration 1F (81690.230000 sec): 3 clusters
  Score: Raw -604630.253641 + Penalty 2882.097042 = -601748.156599
  nChanged 699
		SP:Iteration 2F (81690.440000 sec): 3 clusters
  Score: Raw -605256.203155 + Penalty 2882.097042 = -602374.106113
  nChanged 602
		SP:Iteration 3F (81690.630000 sec): 3 clusters
  Score: Raw -605717.568743 + Penalty 2882.097042 = -602835.471701
  nChanged 453
		SP:Iteration 4F (81690.750000 sec): 3 clusters
  Score: Raw -606034.143260 + Penalty 2882.097042 = -603152.046218
  nChanged 342
		SP:Iteration 5Q (81690.960000 sec): 3 clusters
  Score: Raw -606264.814326 + Penalty 2882.097042 = -603382.717284
  nChanged 269
		SP:Iteration 6Q (81691.160000 sec): 3 clusters
  Score: Raw -606416.183075 + Penalty 2882.097042 = -603534.086033
  nChanged 207
		SP:Iteration 7Q (81691.360000 sec): 3 clusters
  Score: Raw -606516.437029 + Penalty 2882.097042 = -603634.339987
  nChanged 177
		SP:Iteration 8Q (81691.560000 sec): 3 clusters
  Score: Raw -606596.393010 + Penalty 2882.097042 = -603714.295968
  nChanged 160
		SP:Iteration 9Q (81691.760000 sec): 3 clusters
  Score: Raw -606679.999488 + Penalty 2882.097042 = -603797.902446
  nChanged 158
		SP:Iteration 10Q (81691.880000 sec): 3 clusters
  Score: Raw -606758.316006 + Penalty 2882.097042 = -603876.218964
  nChanged 152
		SP:Iteration 11Q (81692.090000 sec): 3 clusters
  Score: Raw -606845.266542 + Penalty 2882.097042 = -603963.169500
  nChanged 145
		SP:Iteration 12Q (81692.200000 sec): 3 clusters
  Score: Raw -606903.649114 + Penalty 2882.097042 = -604021.552072
  nChanged 119
		SP:Iteration 13Q (81692.400000 sec): 3 clusters
  Score: Raw -606946.779710 + Penalty 2882.097042 = -604064.682668
  nChanged 95
		SP:Iteration 14Q (81692.600000 sec): 3 clusters
  Score: Raw -606977.692647 + Penalty 2882.097042 = -604095.595605
  nChanged 77
		SP:Iteration 15Q (81692.810000 sec): 3 clusters
  Score: Raw -606999.429170 + Penalty 2882.097042 = -604117.332128
  nChanged 63
		SP:Iteration 16Q (81693.010000 sec): 3 clusters
  Score: Raw -607017.394508 + Penalty 2882.097042 = -604135.297466
  nChanged 61
		SP:Iteration 17Q (81693.210000 sec): 3 clusters
  Score: Raw -607034.688501 + Penalty 2882.097042 = -604152.591459
  nChanged 55
		SP:Iteration 18Q (81693.410000 sec): 3 clusters
  Score: Raw -607048.076220 + Penalty 2882.097042 = -604165.979178
  nChanged 42
		SP:Iteration 19Q (81693.620000 sec): 3 clusters
  Score: Raw -607059.857584 + Penalty 2882.097042 = -604177.760542
  nChanged 39
		SP:Iteration 20F (81693.820000 sec): 3 clusters
  Score: Raw -607068.808072 + Penalty 2882.097042 = -604186.711030
  nChanged 31
		SP:Iteration 21Q (81694.020000 sec): 3 clusters
  Score: Raw -607076.126410 + Penalty 2882.097042 = -604194.029368
  nChanged 24
		SP:Iteration 22Q (81694.230000 sec): 3 clusters
  Score: Raw -607081.532348 + Penalty 2882.097042 = -604199.435306
  nChanged 26
		SP:Iteration 23Q (81694.430000 sec): 3 clusters
  Score: Raw -607087.876068 + Penalty 2882.097042 = -604205.779026
  nChanged 23
		SP:Iteration 24Q (81694.630000 sec): 3 clusters
  Score: Raw -607091.092803 + Penalty 2882.097042 = -604208.995762
  nChanged 16
		SP:Iteration 25Q (81694.830000 sec): 3 clusters
  Score: Raw -607093.164021 + Penalty 2882.097042 = -604211.066979
  nChanged 11
		SP:Iteration 26Q (81695.030000 sec): 3 clusters
  Score: Raw -607094.634116 + Penalty 2882.097042 = -604212.537074
  nChanged 10
		SP:Iteration 27Q (81695.240000 sec): 3 clusters
  Score: Raw -607095.902982 + Penalty 2882.097042 = -604213.805940
  nChanged 5
		SP:Iteration 28Q (81695.440000 sec): 3 clusters
  Score: Raw -607096.527424 + Penalty 2882.097042 = -604214.430382
  nChanged 6
		SP:Iteration 29Q (81695.650000 sec): 3 clusters
  Score: Raw -607097.745287 + Penalty 2882.097042 = -604215.648245
  nChanged 7
		SP:Iteration 30Q (81695.840000 sec): 3 clusters
  Score: Raw -607099.079389 + Penalty 2882.097042 = -604216.982347
  nChanged 8
		SP:Iteration 31Q (81695.950000 sec): 3 clusters
  Score: Raw -607100.726858 + Penalty 2882.097042 = -604218.629817
  nChanged 8
		SP:Iteration 32Q (81696.180000 sec): 3 clusters
  Score: Raw -607102.195665 + Penalty 2882.097042 = -604220.098623
  nChanged 4
		SP:Iteration 33Q (81696.340000 sec): 3 clusters
  Score: Raw -607102.599373 + Penalty 2882.097042 = -604220.502332
  nChanged 6
		SP:Iteration 34Q (81696.550000 sec): 3 clusters
  Score: Raw -607103.287604 + Penalty 2882.097042 = -604221.190562
  nChanged 8
		SP:Iteration 35Q (81696.680000 sec): 3 clusters
  Score: Raw -607104.569677 + Penalty 2882.097042 = -604222.472635
  nChanged 7
		SP:Iteration 36Q (81696.890000 sec): 3 clusters
  Score: Raw -607105.729661 + Penalty 2882.097042 = -604223.632619
  nChanged 8
		SP:Iteration 37Q (81697.090000 sec): 3 clusters
  Score: Raw -607107.229307 + Penalty 2882.097042 = -604225.132265
  nChanged 6
		SP:Iteration 38Q (81697.290000 sec): 3 clusters
  Score: Raw -607108.241265 + Penalty 2882.097042 = -604226.144223
  nChanged 12
		SP:Iteration 39Q (81697.500000 sec): 3 clusters
  Score: Raw -607110.388759 + Penalty 2882.097042 = -604228.291717
  nChanged 12
		SP:Iteration 40F (81697.700000 sec): 3 clusters
  Score: Raw -607111.710962 + Penalty 2882.097042 = -604229.613920
  nChanged 3
		SP:Iteration 41Q (81697.900000 sec): 3 clusters
  Score: Raw -607112.011222 + Penalty 2882.097042 = -604229.914181
  nChanged 2
		SP:Iteration 42Q (81698.100000 sec): 3 clusters
  Score: Raw -607112.205506 + Penalty 2882.097042 = -604230.108464
  nChanged 1
		SP:Iteration 43Q (81698.310000 sec): 3 clusters
  Score: Raw -607112.453941 + Penalty 2882.097042 = -604230.356899
  nChanged 3
		SP:Iteration 44Q (81698.500000 sec): 3 clusters
  Score: Raw -607113.057813 + Penalty 2882.097042 = -604230.960771
  nChanged 3
		SP:Iteration 45Q (81698.700000 sec): 3 clusters
  Score: Raw -607113.389384 + Penalty 2882.097042 = -604231.292342
  nChanged 0
		SP:Iteration 46F (81698.910000 sec): 3 clusters
  Score: Raw -607113.389384 + Penalty 2882.097042 = -604231.292342
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (5964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81699.010000 sec): 2 clusters
  Score: Raw -407623.429568 + Penalty 1412.693210 = -406210.736358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81699.180000 sec): 3 clusters
  Score: Raw -404476.808757 + Penalty 2825.386420 = -401651.422337
  nChanged 2476
		SP:Iteration 1F (81699.350000 sec): 3 clusters
  Score: Raw -406196.507248 + Penalty 2825.386420 = -403371.120829
  nChanged 607
		SP:Iteration 2F (81699.520000 sec): 3 clusters
  Score: Raw -406768.430399 + Penalty 2825.386420 = -403943.043980
  nChanged 509
		SP:Iteration 3F (81699.690000 sec): 3 clusters
  Score: Raw -407210.799849 + Penalty 2825.386420 = -404385.413429
  nChanged 371
		SP:Iteration 4F (81699.850000 sec): 3 clusters
  Score: Raw -407486.957965 + Penalty 2825.386420 = -404661.571545
  nChanged 260
		SP:Iteration 5Q (81700.020000 sec): 3 clusters
  Score: Raw -407653.948637 + Penalty 2825.386420 = -404828.562217
  nChanged 200
		SP:Iteration 6Q (81700.190000 sec): 3 clusters
  Score: Raw -407776.009441 + Penalty 2825.386420 = -404950.623021
  nChanged 160
		SP:Iteration 7Q (81700.360000 sec): 3 clusters
  Score: Raw -407853.193159 + Penalty 2825.386420 = -405027.806739
  nChanged 107
		SP:Iteration 8Q (81700.520000 sec): 3 clusters
  Score: Raw -407909.115247 + Penalty 2825.386420 = -405083.728828
  nChanged 90
		SP:Iteration 9Q (81700.690000 sec): 3 clusters
  Score: Raw -407952.150324 + Penalty 2825.386420 = -405126.763905
  nChanged 72
		SP:Iteration 10Q (81700.860000 sec): 3 clusters
  Score: Raw -407970.947660 + Penalty 2825.386420 = -405145.561240
  nChanged 34
		SP:Iteration 11Q (81701.020000 sec): 3 clusters
  Score: Raw -407980.128623 + Penalty 2825.386420 = -405154.742203
  nChanged 29
		SP:Iteration 12Q (81701.190000 sec): 3 clusters
  Score: Raw -407987.562066 + Penalty 2825.386420 = -405162.175646
  nChanged 27
		SP:Iteration 13Q (81701.360000 sec): 3 clusters
  Score: Raw -407997.520907 + Penalty 2825.386420 = -405172.134487
  nChanged 37
		SP:Iteration 14Q (81701.520000 sec): 3 clusters
  Score: Raw -408011.227329 + Penalty 2825.386420 = -405185.840909
  nChanged 38
		SP:Iteration 15Q (81701.690000 sec): 3 clusters
  Score: Raw -408023.829047 + Penalty 2825.386420 = -405198.442627
  nChanged 27
		SP:Iteration 16Q (81701.860000 sec): 3 clusters
  Score: Raw -408033.829082 + Penalty 2825.386420 = -405208.442663
  nChanged 29
		SP:Iteration 17Q (81702.020000 sec): 3 clusters
  Score: Raw -408042.155726 + Penalty 2825.386420 = -405216.769306
  nChanged 28
		SP:Iteration 18Q (81702.190000 sec): 3 clusters
  Score: Raw -408050.196391 + Penalty 2825.386420 = -405224.809971
  nChanged 21
		SP:Iteration 19Q (81702.360000 sec): 3 clusters
  Score: Raw -408055.585323 + Penalty 2825.386420 = -405230.198904
  nChanged 17
		SP:Iteration 20F (81702.560000 sec): 3 clusters
  Score: Raw -408059.715451 + Penalty 2825.386420 = -405234.329031
  nChanged 14
		SP:Iteration 21Q (81702.730000 sec): 3 clusters
  Score: Raw -408063.062869 + Penalty 2825.386420 = -405237.676449
  nChanged 12
		SP:Iteration 22Q (81702.900000 sec): 3 clusters
  Score: Raw -408065.191936 + Penalty 2825.386420 = -405239.805517
  nChanged 6
		SP:Iteration 23Q (81703.060000 sec): 3 clusters
  Score: Raw -408066.457965 + Penalty 2825.386420 = -405241.071546
  nChanged 8
		SP:Iteration 24Q (81703.230000 sec): 3 clusters
  Score: Raw -408067.454905 + Penalty 2825.386420 = -405242.068485
  nChanged 6
		SP:Iteration 25Q (81703.400000 sec): 3 clusters
  Score: Raw -408068.352833 + Penalty 2825.386420 = -405242.966413
  nChanged 7
		SP:Iteration 26Q (81703.560000 sec): 3 clusters
  Score: Raw -408069.623458 + Penalty 2825.386420 = -405244.237039
  nChanged 5
		SP:Iteration 27Q (81703.730000 sec): 3 clusters
  Score: Raw -408070.351462 + Penalty 2825.386420 = -405244.965043
  nChanged 5
		SP:Iteration 28Q (81703.930000 sec): 3 clusters
  Score: Raw -408071.558154 + Penalty 2825.386420 = -405246.171735
  nChanged 9
		SP:Iteration 29Q (81704.040000 sec): 3 clusters
  Score: Raw -408073.653349 + Penalty 2825.386420 = -405248.266929
  nChanged 14
		SP:Iteration 30Q (81704.140000 sec): 3 clusters
  Score: Raw -408076.547236 + Penalty 2825.386420 = -405251.160816
  nChanged 12
		SP:Iteration 31Q (81704.240000 sec): 3 clusters
  Score: Raw -408080.372233 + Penalty 2825.386420 = -405254.985813
  nChanged 17
		SP:Iteration 32Q (81704.350000 sec): 3 clusters
  Score: Raw -408085.006594 + Penalty 2825.386420 = -405259.620174
  nChanged 13
		SP:Iteration 33Q (81704.450000 sec): 3 clusters
  Score: Raw -408087.553196 + Penalty 2825.386420 = -405262.166777
  nChanged 9
		SP:Iteration 34Q (81704.560000 sec): 3 clusters
  Score: Raw -408090.017223 + Penalty 2825.386420 = -405264.630803
  nChanged 15
		SP:Iteration 35Q (81704.660000 sec): 3 clusters
  Score: Raw -408093.146836 + Penalty 2825.386420 = -405267.760417
  nChanged 9
		SP:Iteration 36Q (81704.770000 sec): 3 clusters
  Score: Raw -408095.058463 + Penalty 2825.386420 = -405269.672044
  nChanged 13
		SP:Iteration 37Q (81704.870000 sec): 3 clusters
  Score: Raw -408097.414697 + Penalty 2825.386420 = -405272.028277
  nChanged 6
		SP:Iteration 38Q (81704.980000 sec): 3 clusters
  Score: Raw -408098.978864 + Penalty 2825.386420 = -405273.592444
  nChanged 11
		SP:Iteration 39Q (81705.080000 sec): 3 clusters
  Score: Raw -408101.843251 + Penalty 2825.386420 = -405276.456832
  nChanged 10
		SP:Iteration 40F (81705.180000 sec): 3 clusters
  Score: Raw -408104.270017 + Penalty 2825.386420 = -405278.883597
  nChanged 8
		SP:Iteration 41Q (81705.290000 sec): 3 clusters
  Score: Raw -408106.302575 + Penalty 2825.386420 = -405280.916155
  nChanged 17
		SP:Iteration 42Q (81705.390000 sec): 3 clusters
  Score: Raw -408112.288925 + Penalty 2825.386420 = -405286.902505
  nChanged 23
		SP:Iteration 43Q (81705.500000 sec): 3 clusters
  Score: Raw -408118.593355 + Penalty 2825.386420 = -405293.206935
  nChanged 14
		SP:Iteration 44Q (81705.600000 sec): 3 clusters
  Score: Raw -408122.851207 + Penalty 2825.386420 = -405297.464788
  nChanged 16
		SP:Iteration 45Q (81705.710000 sec): 3 clusters
  Score: Raw -408126.359360 + Penalty 2825.386420 = -405300.972940
  nChanged 18
		SP:Iteration 46Q (81705.810000 sec): 3 clusters
  Score: Raw -408130.127349 + Penalty 2825.386420 = -405304.740929
  nChanged 10
		SP:Iteration 47Q (81705.920000 sec): 3 clusters
  Score: Raw -408132.214408 + Penalty 2825.386420 = -405306.827988
  nChanged 11
		SP:Iteration 48Q (81706.020000 sec): 3 clusters
  Score: Raw -408134.285672 + Penalty 2825.386420 = -405308.899252
  nChanged 12
		SP:Iteration 49Q (81706.120000 sec): 3 clusters
  Score: Raw -408137.833150 + Penalty 2825.386420 = -405312.446730
  nChanged 7
		SP:Iteration 50Q (81706.330000 sec): 3 clusters
  Score: Raw -408140.374948 + Penalty 2825.386420 = -405314.988528
  nChanged 7
		SP:Iteration 51Q (81706.490000 sec): 3 clusters
  Score: Raw -408142.277977 + Penalty 2825.386420 = -405316.891557
  nChanged 6
		SP:Iteration 52Q (81706.660000 sec): 3 clusters
  Score: Raw -408143.374128 + Penalty 2825.386420 = -405317.987708
  nChanged 2
		SP:Iteration 53Q (81706.870000 sec): 3 clusters
  Score: Raw -408143.718235 + Penalty 2825.386420 = -405318.331815
  nChanged 1
		SP:Iteration 54Q (81707.040000 sec): 3 clusters
  Score: Raw -408143.843047 + Penalty 2825.386420 = -405318.456627
  nChanged 0
		SP:Iteration 55F (81707.200000 sec): 3 clusters
  Score: Raw -408143.843047 + Penalty 2825.386420 = -405318.456627
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81707.280000 sec): 2 clusters
  Score: Raw -99705.076723 + Penalty 1147.327409 = -98557.749313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81707.420000 sec): 3 clusters
  Score: Raw -99323.698059 + Penalty 2294.654819 = -97029.043240
  nChanged 361
		SP:Iteration 1F (81707.440000 sec): 3 clusters
  Score: Raw -99669.586786 + Penalty 2294.654819 = -97374.931967
  nChanged 120
		SP:Iteration 2F (81707.470000 sec): 3 clusters
  Score: Raw -99798.283806 + Penalty 2294.654819 = -97503.628987
  nChanged 67
		SP:Iteration 3F (81707.500000 sec): 3 clusters
  Score: Raw -99867.444123 + Penalty 2294.654819 = -97572.789304
  nChanged 47
		SP:Iteration 4Q (81707.520000 sec): 3 clusters
  Score: Raw -99923.647949 + Penalty 2294.654819 = -97628.993130
  nChanged 42
		SP:Iteration 5Q (81707.550000 sec): 3 clusters
  Score: Raw -99972.341014 + Penalty 2294.654819 = -97677.686195
  nChanged 28
		SP:Iteration 6Q (81707.580000 sec): 3 clusters
  Score: Raw -100003.854309 + Penalty 2294.654819 = -97709.199490
  nChanged 23
		SP:Iteration 7Q (81707.600000 sec): 3 clusters
  Score: Raw -100034.230478 + Penalty 2294.654819 = -97739.575659
  nChanged 18
		SP:Iteration 8Q (81707.620000 sec): 3 clusters
  Score: Raw -100064.577511 + Penalty 2294.654819 = -97769.922692
  nChanged 18
		SP:Iteration 9Q (81707.660000 sec): 3 clusters
  Score: Raw -100100.286074 + Penalty 2294.654819 = -97805.631255
  nChanged 22
		SP:Iteration 10Q (81707.690000 sec): 3 clusters
  Score: Raw -100127.276328 + Penalty 2294.654819 = -97832.621509
  nChanged 21
		SP:Iteration 11Q (81707.710000 sec): 3 clusters
  Score: Raw -100151.511203 + Penalty 2294.654819 = -97856.856384
  nChanged 16
		SP:Iteration 12Q (81707.740000 sec): 3 clusters
  Score: Raw -100168.391959 + Penalty 2294.654819 = -97873.737140
  nChanged 17
		SP:Iteration 13Q (81707.760000 sec): 3 clusters
  Score: Raw -100184.385427 + Penalty 2294.654819 = -97889.730608
  nChanged 11
		SP:Iteration 14Q (81707.780000 sec): 3 clusters
  Score: Raw -100192.742659 + Penalty 2294.654819 = -97898.087840
  nChanged 6
		SP:Iteration 15Q (81707.810000 sec): 3 clusters
  Score: Raw -100198.022293 + Penalty 2294.654819 = -97903.367474
  nChanged 3
		SP:Iteration 16Q (81707.840000 sec): 3 clusters
  Score: Raw -100199.806183 + Penalty 2294.654819 = -97905.151364
  nChanged 4
		SP:Iteration 17Q (81707.860000 sec): 3 clusters
  Score: Raw -100204.255521 + Penalty 2294.654819 = -97909.600702
  nChanged 4
		SP:Iteration 18Q (81707.880000 sec): 3 clusters
  Score: Raw -100208.739198 + Penalty 2294.654819 = -97914.084379
  nChanged 5
		SP:Iteration 19Q (81707.910000 sec): 3 clusters
  Score: Raw -100215.283872 + Penalty 2294.654819 = -97920.629053
  nChanged 4
		SP:Iteration 20F (81707.930000 sec): 3 clusters
  Score: Raw -100219.137711 + Penalty 2294.654819 = -97924.482892
  nChanged 1
		SP:Iteration 21Q (81707.960000 sec): 3 clusters
  Score: Raw -100220.127077 + Penalty 2294.654819 = -97925.472258
  nChanged 1
		SP:Iteration 22Q (81707.980000 sec): 3 clusters
  Score: Raw -100220.624829 + Penalty 2294.654819 = -97925.970010
  nChanged 0
		SP:Iteration 23F (81708.010000 sec): 3 clusters
  Score: Raw -100220.624829 + Penalty 2294.654819 = -97925.970010
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (10477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81708.160000 sec): 2 clusters
  Score: Raw -885815.449765 + Penalty 1504.252369 = -884311.197395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81708.440000 sec): 3 clusters
  Score: Raw -879845.344326 + Penalty 3008.504739 = -876836.839587
  nChanged 4529
		SP:Iteration 1F (81708.660000 sec): 3 clusters
  Score: Raw -882502.887355 + Penalty 3008.504739 = -879494.382616
  nChanged 779
		SP:Iteration 2F (81708.880000 sec): 3 clusters
  Score: Raw -882941.702647 + Penalty 3008.504739 = -879933.197909
  nChanged 661
		SP:Iteration 3F (81709.180000 sec): 3 clusters
  Score: Raw -883322.162443 + Penalty 3008.504739 = -880313.657704
  nChanged 637
		SP:Iteration 4F (81709.320000 sec): 3 clusters
  Score: Raw -883698.575670 + Penalty 3008.504739 = -880690.070931
  nChanged 568
		SP:Iteration 5F (81709.550000 sec): 3 clusters
  Score: Raw -884025.857930 + Penalty 3008.504739 = -881017.353192
  nChanged 528
		SP:Iteration 6F (81709.770000 sec): 3 clusters
  Score: Raw -884337.150989 + Penalty 3008.504739 = -881328.646250
  nChanged 488
		SP:Iteration 7Q (81709.990000 sec): 3 clusters
  Score: Raw -884644.834116 + Penalty 3008.504739 = -881636.329377
  nChanged 435
		SP:Iteration 8Q (81710.220000 sec): 3 clusters
  Score: Raw -884905.707199 + Penalty 3008.504739 = -881897.202461
  nChanged 367
		SP:Iteration 9Q (81710.440000 sec): 3 clusters
  Score: Raw -885101.938480 + Penalty 3008.504739 = -882093.433742
  nChanged 285
		SP:Iteration 10Q (81710.660000 sec): 3 clusters
  Score: Raw -885246.763134 + Penalty 3008.504739 = -882238.258395
  nChanged 250
		SP:Iteration 11Q (81710.890000 sec): 3 clusters
  Score: Raw -885393.082224 + Penalty 3008.504739 = -882384.577485
  nChanged 232
		SP:Iteration 12Q (81711.110000 sec): 3 clusters
  Score: Raw -885537.287534 + Penalty 3008.504739 = -882528.782796
  nChanged 221
		SP:Iteration 13Q (81711.340000 sec): 3 clusters
  Score: Raw -885665.802587 + Penalty 3008.504739 = -882657.297848
  nChanged 180
		SP:Iteration 14Q (81711.560000 sec): 3 clusters
  Score: Raw -885777.309321 + Penalty 3008.504739 = -882768.804582
  nChanged 164
		SP:Iteration 15Q (81711.780000 sec): 3 clusters
  Score: Raw -885876.847032 + Penalty 3008.504739 = -882868.342293
  nChanged 142
		SP:Iteration 16Q (81712.000000 sec): 3 clusters
  Score: Raw -885962.191708 + Penalty 3008.504739 = -882953.686969
  nChanged 116
		SP:Iteration 17Q (81712.220000 sec): 3 clusters
  Score: Raw -886034.709390 + Penalty 3008.504739 = -883026.204651
  nChanged 100
		SP:Iteration 18Q (81712.360000 sec): 3 clusters
  Score: Raw -886103.084624 + Penalty 3008.504739 = -883094.579885
  nChanged 96
		SP:Iteration 19Q (81712.600000 sec): 3 clusters
  Score: Raw -886160.832106 + Penalty 3008.504739 = -883152.327367
  nChanged 83
		SP:Iteration 20F (81712.750000 sec): 3 clusters
  Score: Raw -886220.634055 + Penalty 3008.504739 = -883212.129316
  nChanged 70
		SP:Iteration 21Q (81712.970000 sec): 3 clusters
  Score: Raw -886272.302162 + Penalty 3008.504739 = -883263.797423
  nChanged 67
		SP:Iteration 22Q (81713.190000 sec): 3 clusters
  Score: Raw -886327.059907 + Penalty 3008.504739 = -883318.555168
  nChanged 57
		SP:Iteration 23Q (81713.420000 sec): 3 clusters
  Score: Raw -886365.797472 + Penalty 3008.504739 = -883357.292733
  nChanged 46
		SP:Iteration 24Q (81713.640000 sec): 3 clusters
  Score: Raw -886396.743902 + Penalty 3008.504739 = -883388.239163
  nChanged 35
		SP:Iteration 25Q (81713.860000 sec): 3 clusters
  Score: Raw -886419.443289 + Penalty 3008.504739 = -883410.938551
  nChanged 33
		SP:Iteration 26Q (81714.080000 sec): 3 clusters
  Score: Raw -886444.937833 + Penalty 3008.504739 = -883436.433095
  nChanged 33
		SP:Iteration 27Q (81714.300000 sec): 3 clusters
  Score: Raw -886469.483193 + Penalty 3008.504739 = -883460.978454
  nChanged 28
		SP:Iteration 28Q (81714.520000 sec): 3 clusters
  Score: Raw -886486.310884 + Penalty 3008.504739 = -883477.806145
  nChanged 21
		SP:Iteration 29Q (81714.740000 sec): 3 clusters
  Score: Raw -886499.760982 + Penalty 3008.504739 = -883491.256244
  nChanged 25
		SP:Iteration 30Q (81714.960000 sec): 3 clusters
  Score: Raw -886519.499603 + Penalty 3008.504739 = -883510.994865
  nChanged 25
		SP:Iteration 31Q (81715.180000 sec): 3 clusters
  Score: Raw -886532.497171 + Penalty 3008.504739 = -883523.992432
  nChanged 19
		SP:Iteration 32Q (81715.400000 sec): 3 clusters
  Score: Raw -886543.669870 + Penalty 3008.504739 = -883535.165132
  nChanged 15
		SP:Iteration 33Q (81715.620000 sec): 3 clusters
  Score: Raw -886552.917347 + Penalty 3008.504739 = -883544.412608
  nChanged 10
		SP:Iteration 34Q (81715.840000 sec): 3 clusters
  Score: Raw -886559.853196 + Penalty 3008.504739 = -883551.348457
  nChanged 10
		SP:Iteration 35Q (81716.060000 sec): 3 clusters
  Score: Raw -886565.042289 + Penalty 3008.504739 = -883556.537550
  nChanged 9
		SP:Iteration 36Q (81716.370000 sec): 3 clusters
  Score: Raw -886570.293762 + Penalty 3008.504739 = -883561.789024
  nChanged 9
		SP:Iteration 37Q (81716.510000 sec): 3 clusters
  Score: Raw -886574.908742 + Penalty 3008.504739 = -883566.404004
  nChanged 5
		SP:Iteration 38Q (81716.730000 sec): 3 clusters
  Score: Raw -886577.246753 + Penalty 3008.504739 = -883568.742015
  nChanged 3
		SP:Iteration 39Q (81716.950000 sec): 3 clusters
  Score: Raw -886578.361192 + Penalty 3008.504739 = -883569.856453
  nChanged 2
		SP:Iteration 40F (81717.170000 sec): 3 clusters
  Score: Raw -886579.656380 + Penalty 3008.504739 = -883571.151641
  nChanged 3
		SP:Iteration 41Q (81717.390000 sec): 3 clusters
  Score: Raw -886580.989321 + Penalty 3008.504739 = -883572.484582
  nChanged 2
		SP:Iteration 42Q (81717.610000 sec): 3 clusters
  Score: Raw -886582.079719 + Penalty 3008.504739 = -883573.574980
  nChanged 1
		SP:Iteration 43Q (81717.830000 sec): 3 clusters
  Score: Raw -886582.879681 + Penalty 3008.504739 = -883574.374942
  nChanged 2
		SP:Iteration 44Q (81718.050000 sec): 3 clusters
  Score: Raw -886583.255220 + Penalty 3008.504739 = -883574.750482
  nChanged 0
		SP:Iteration 45F (81718.280000 sec): 3 clusters
  Score: Raw -886583.255220 + Penalty 3008.504739 = -883574.750482
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81718.330000 sec): 2 clusters
  Score: Raw -66768.082527 + Penalty 1100.625561 = -65667.456966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81718.500000 sec): 3 clusters
  Score: Raw -66532.964532 + Penalty 2201.251122 = -64331.713410
  nChanged 267
		SP:Iteration 1F (81718.680000 sec): 3 clusters
  Score: Raw -66816.843854 + Penalty 2201.251122 = -64615.592731
  nChanged 82
		SP:Iteration 2F (81718.860000 sec): 3 clusters
  Score: Raw -66947.758078 + Penalty 2201.251122 = -64746.506956
  nChanged 67
		SP:Iteration 3F (81719.030000 sec): 3 clusters
  Score: Raw -67065.370330 + Penalty 2201.251122 = -64864.119208
  nChanged 46
		SP:Iteration 4F (81719.210000 sec): 3 clusters
  Score: Raw -67206.166585 + Penalty 2201.251122 = -65004.915463
  nChanged 49
		SP:Iteration 5F (81719.380000 sec): 3 clusters
  Score: Raw -67411.865207 + Penalty 2201.251122 = -65210.614085
  nChanged 54
		SP:Iteration 6F (81719.560000 sec): 3 clusters
  Score: Raw -67599.398151 + Penalty 2201.251122 = -65398.147029
  nChanged 36
		SP:Iteration 7Q (81719.740000 sec): 3 clusters
  Score: Raw -67661.380499 + Penalty 2201.251122 = -65460.129377
  nChanged 16
		SP:Iteration 8Q (81719.910000 sec): 3 clusters
  Score: Raw -67681.612286 + Penalty 2201.251122 = -65480.361164
  nChanged 9
		SP:Iteration 9Q (81720.080000 sec): 3 clusters
  Score: Raw -67690.270524 + Penalty 2201.251122 = -65489.019402
  nChanged 3
		SP:Iteration 10Q (81720.260000 sec): 3 clusters
  Score: Raw -67692.480197 + Penalty 2201.251122 = -65491.229075
  nChanged 1
		SP:Iteration 11Q (81720.440000 sec): 3 clusters
  Score: Raw -67693.121171 + Penalty 2201.251122 = -65491.870049
  nChanged 0
		SP:Iteration 12F (81720.610000 sec): 3 clusters
  Score: Raw -67693.121171 + Penalty 2201.251122 = -65491.870049
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (2497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81720.690000 sec): 2 clusters
  Score: Raw -208069.991947 + Penalty 1271.212360 = -206798.779588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81720.860000 sec): 3 clusters
  Score: Raw -206956.597975 + Penalty 2542.424719 = -204414.173256
  nChanged 930
		SP:Iteration 1F (81721.040000 sec): 3 clusters
  Score: Raw -207567.885437 + Penalty 2542.424719 = -205025.460718
  nChanged 216
		SP:Iteration 2F (81721.220000 sec): 3 clusters
  Score: Raw -207736.391855 + Penalty 2542.424719 = -205193.967136
  nChanged 164
		SP:Iteration 3F (81721.390000 sec): 3 clusters
  Score: Raw -207849.897601 + Penalty 2542.424719 = -205307.472882
  nChanged 109
		SP:Iteration 4Q (81721.570000 sec): 3 clusters
  Score: Raw -207928.222801 + Penalty 2542.424719 = -205385.798081
  nChanged 111
		SP:Iteration 5Q (81721.740000 sec): 3 clusters
  Score: Raw -208008.265008 + Penalty 2542.424719 = -205465.840289
  nChanged 93
		SP:Iteration 6Q (81721.920000 sec): 3 clusters
  Score: Raw -208075.388755 + Penalty 2542.424719 = -205532.964035
  nChanged 76
		SP:Iteration 7Q (81722.100000 sec): 3 clusters
  Score: Raw -208124.541449 + Penalty 2542.424719 = -205582.116730
  nChanged 45
		SP:Iteration 8Q (81722.270000 sec): 3 clusters
  Score: Raw -208150.154671 + Penalty 2542.424719 = -205607.729952
  nChanged 36
		SP:Iteration 9Q (81722.440000 sec): 3 clusters
  Score: Raw -208173.168488 + Penalty 2542.424719 = -205630.743769
  nChanged 36
		SP:Iteration 10Q (81722.620000 sec): 3 clusters
  Score: Raw -208196.250294 + Penalty 2542.424719 = -205653.825575
  nChanged 37
		SP:Iteration 11Q (81722.800000 sec): 3 clusters
  Score: Raw -208222.025558 + Penalty 2542.424719 = -205679.600838
  nChanged 35
		SP:Iteration 12Q (81722.910000 sec): 3 clusters
  Score: Raw -208243.563929 + Penalty 2542.424719 = -205701.139210
  nChanged 20
		SP:Iteration 13Q (81722.970000 sec): 3 clusters
  Score: Raw -208256.214670 + Penalty 2542.424719 = -205713.789950
  nChanged 19
		SP:Iteration 14Q (81723.020000 sec): 3 clusters
  Score: Raw -208268.286663 + Penalty 2542.424719 = -205725.861944
  nChanged 18
		SP:Iteration 15Q (81723.070000 sec): 3 clusters
  Score: Raw -208277.320336 + Penalty 2542.424719 = -205734.895617
  nChanged 14
		SP:Iteration 16Q (81723.120000 sec): 3 clusters
  Score: Raw -208285.792209 + Penalty 2542.424719 = -205743.367490
  nChanged 11
		SP:Iteration 17Q (81723.170000 sec): 3 clusters
  Score: Raw -208293.490465 + Penalty 2542.424719 = -205751.065746
  nChanged 11
		SP:Iteration 18Q (81723.220000 sec): 3 clusters
  Score: Raw -208297.873026 + Penalty 2542.424719 = -205755.448307
  nChanged 4
		SP:Iteration 19Q (81723.270000 sec): 3 clusters
  Score: Raw -208299.602705 + Penalty 2542.424719 = -205757.177986
  nChanged 0
		SP:Iteration 20F (81723.320000 sec): 3 clusters
  Score: Raw -208299.602705 + Penalty 2542.424719 = -205757.177986
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (8887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81723.420000 sec): 2 clusters
  Score: Raw -689310.213834 + Penalty 1477.506032 = -687832.707802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81723.630000 sec): 3 clusters
  Score: Raw -684331.456150 + Penalty 2955.012064 = -681376.444085
  nChanged 3754
		SP:Iteration 1F (81723.820000 sec): 3 clusters
  Score: Raw -686651.462556 + Penalty 2955.012064 = -683696.450492
  nChanged 776
		SP:Iteration 2F (81724.010000 sec): 3 clusters
  Score: Raw -687289.075231 + Penalty 2955.012064 = -684334.063167
  nChanged 690
		SP:Iteration 3F (81724.200000 sec): 3 clusters
  Score: Raw -687852.402525 + Penalty 2955.012064 = -684897.390460
  nChanged 624
		SP:Iteration 4F (81724.400000 sec): 3 clusters
  Score: Raw -688336.877284 + Penalty 2955.012064 = -685381.865220
  nChanged 515
		SP:Iteration 5F (81724.620000 sec): 3 clusters
  Score: Raw -688717.295983 + Penalty 2955.012064 = -685762.283919
  nChanged 405
		SP:Iteration 6Q (81724.820000 sec): 3 clusters
  Score: Raw -688972.234110 + Penalty 2955.012064 = -686017.222045
  nChanged 317
		SP:Iteration 7Q (81725.010000 sec): 3 clusters
  Score: Raw -689144.771689 + Penalty 2955.012064 = -686189.759625
  nChanged 268
		SP:Iteration 8Q (81725.210000 sec): 3 clusters
  Score: Raw -689283.600520 + Penalty 2955.012064 = -686328.588456
  nChanged 196
		SP:Iteration 9Q (81725.400000 sec): 3 clusters
  Score: Raw -689369.652612 + Penalty 2955.012064 = -686414.640548
  nChanged 158
		SP:Iteration 10Q (81725.590000 sec): 3 clusters
  Score: Raw -689417.050232 + Penalty 2955.012064 = -686462.038168
  nChanged 94
		SP:Iteration 11Q (81725.790000 sec): 3 clusters
  Score: Raw -689444.337436 + Penalty 2955.012064 = -686489.325371
  nChanged 77
		SP:Iteration 12Q (81725.970000 sec): 3 clusters
  Score: Raw -689469.079158 + Penalty 2955.012064 = -686514.067094
  nChanged 76
		SP:Iteration 13Q (81726.160000 sec): 3 clusters
  Score: Raw -689491.821334 + Penalty 2955.012064 = -686536.809270
  nChanged 64
		SP:Iteration 14Q (81726.360000 sec): 3 clusters
  Score: Raw -689509.889841 + Penalty 2955.012064 = -686554.877777
  nChanged 54
		SP:Iteration 15Q (81726.600000 sec): 3 clusters
  Score: Raw -689522.678617 + Penalty 2955.012064 = -686567.666553
  nChanged 52
		SP:Iteration 16Q (81726.790000 sec): 3 clusters
  Score: Raw -689533.983769 + Penalty 2955.012064 = -686578.971705
  nChanged 51
		SP:Iteration 17Q (81726.990000 sec): 3 clusters
  Score: Raw -689548.584353 + Penalty 2955.012064 = -686593.572289
  nChanged 46
		SP:Iteration 18Q (81727.180000 sec): 3 clusters
  Score: Raw -689561.198970 + Penalty 2955.012064 = -686606.186906
  nChanged 51
		SP:Iteration 19Q (81727.370000 sec): 3 clusters
  Score: Raw -689573.208694 + Penalty 2955.012064 = -686618.196629
  nChanged 41
		SP:Iteration 20F (81727.560000 sec): 3 clusters
  Score: Raw -689583.475736 + Penalty 2955.012064 = -686628.463672
  nChanged 38
		SP:Iteration 21Q (81727.750000 sec): 3 clusters
  Score: Raw -689592.526536 + Penalty 2955.012064 = -686637.514471
  nChanged 33
		SP:Iteration 22Q (81727.970000 sec): 3 clusters
  Score: Raw -689600.190189 + Penalty 2955.012064 = -686645.178125
  nChanged 45
		SP:Iteration 23Q (81728.170000 sec): 3 clusters
  Score: Raw -689611.218428 + Penalty 2955.012064 = -686656.206364
  nChanged 39
		SP:Iteration 24Q (81728.370000 sec): 3 clusters
  Score: Raw -689618.673411 + Penalty 2955.012064 = -686663.661346
  nChanged 23
		SP:Iteration 25Q (81728.550000 sec): 3 clusters
  Score: Raw -689623.287786 + Penalty 2955.012064 = -686668.275722
  nChanged 25
		SP:Iteration 26Q (81728.780000 sec): 3 clusters
  Score: Raw -689629.971399 + Penalty 2955.012064 = -686674.959335
  nChanged 33
		SP:Iteration 27Q (81728.980000 sec): 3 clusters
  Score: Raw -689637.996658 + Penalty 2955.012064 = -686682.984593
  nChanged 34
		SP:Iteration 28Q (81729.170000 sec): 3 clusters
  Score: Raw -689645.219238 + Penalty 2955.012064 = -686690.207174
  nChanged 29
		SP:Iteration 29Q (81729.360000 sec): 3 clusters
  Score: Raw -689653.633937 + Penalty 2955.012064 = -686698.621873
  nChanged 36
		SP:Iteration 30Q (81729.560000 sec): 3 clusters
  Score: Raw -689663.179773 + Penalty 2955.012064 = -686708.167709
  nChanged 36
		SP:Iteration 31Q (81729.750000 sec): 3 clusters
  Score: Raw -689671.948376 + Penalty 2955.012064 = -686716.936312
  nChanged 25
		SP:Iteration 32Q (81729.940000 sec): 3 clusters
  Score: Raw -689677.558964 + Penalty 2955.012064 = -686722.546900
  nChanged 26
		SP:Iteration 33Q (81730.130000 sec): 3 clusters
  Score: Raw -689682.706078 + Penalty 2955.012064 = -686727.694013
  nChanged 25
		SP:Iteration 34Q (81730.320000 sec): 3 clusters
  Score: Raw -689688.167466 + Penalty 2955.012064 = -686733.155402
  nChanged 24
		SP:Iteration 35Q (81730.550000 sec): 3 clusters
  Score: Raw -689693.674518 + Penalty 2955.012064 = -686738.662454
  nChanged 31
		SP:Iteration 36Q (81730.750000 sec): 3 clusters
  Score: Raw -689702.411191 + Penalty 2955.012064 = -686747.399126
  nChanged 36
		SP:Iteration 37Q (81730.940000 sec): 3 clusters
  Score: Raw -689711.358467 + Penalty 2955.012064 = -686756.346402
  nChanged 27
		SP:Iteration 38Q (81731.180000 sec): 3 clusters
  Score: Raw -689717.083058 + Penalty 2955.012064 = -686762.070994
  nChanged 28
		SP:Iteration 39Q (81731.360000 sec): 3 clusters
  Score: Raw -689724.906033 + Penalty 2955.012064 = -686769.893968
  nChanged 34
		SP:Iteration 40F (81731.550000 sec): 3 clusters
  Score: Raw -689735.605727 + Penalty 2955.012064 = -686780.593662
  nChanged 35
		SP:Iteration 41Q (81731.740000 sec): 3 clusters
  Score: Raw -689749.453767 + Penalty 2955.012064 = -686794.441702
  nChanged 42
		SP:Iteration 42Q (81731.970000 sec): 3 clusters
  Score: Raw -689761.710767 + Penalty 2955.012064 = -686806.698703
  nChanged 41
		SP:Iteration 43Q (81732.160000 sec): 3 clusters
  Score: Raw -689771.922534 + Penalty 2955.012064 = -686816.910469
  nChanged 41
		SP:Iteration 44Q (81732.350000 sec): 3 clusters
  Score: Raw -689782.426628 + Penalty 2955.012064 = -686827.414564
  nChanged 37
		SP:Iteration 45Q (81732.540000 sec): 3 clusters
  Score: Raw -689793.616382 + Penalty 2955.012064 = -686838.604318
  nChanged 40
		SP:Iteration 46Q (81732.730000 sec): 3 clusters
  Score: Raw -689807.847998 + Penalty 2955.012064 = -686852.835934
  nChanged 59
		SP:Iteration 47Q (81732.920000 sec): 3 clusters
  Score: Raw -689827.480064 + Penalty 2955.012064 = -686872.467999
  nChanged 46
		SP:Iteration 48Q (81733.110000 sec): 3 clusters
  Score: Raw -689845.981344 + Penalty 2955.012064 = -686890.969279
  nChanged 55
		SP:Iteration 49Q (81733.310000 sec): 3 clusters
  Score: Raw -689864.873108 + Penalty 2955.012064 = -686909.861044
  nChanged 50
		SP:Iteration 50Q (81733.490000 sec): 3 clusters
  Score: Raw -689878.727217 + Penalty 2955.012064 = -686923.715153
  nChanged 39
		SP:Iteration 51Q (81733.690000 sec): 3 clusters
  Score: Raw -689889.831761 + Penalty 2955.012064 = -686934.819696
  nChanged 39
		SP:Iteration 52Q (81733.890000 sec): 3 clusters
  Score: Raw -689899.961518 + Penalty 2955.012064 = -686944.949453
  nChanged 39
		SP:Iteration 53Q (81734.080000 sec): 3 clusters
  Score: Raw -689908.262779 + Penalty 2955.012064 = -686953.250715
  nChanged 25
		SP:Iteration 54Q (81734.270000 sec): 3 clusters
  Score: Raw -689915.071437 + Penalty 2955.012064 = -686960.059373
  nChanged 30
		SP:Iteration 55Q (81734.460000 sec): 3 clusters
  Score: Raw -689921.272818 + Penalty 2955.012064 = -686966.260754
  nChanged 20
		SP:Iteration 56Q (81734.650000 sec): 3 clusters
  Score: Raw -689926.110245 + Penalty 2955.012064 = -686971.098181
  nChanged 24
		SP:Iteration 57Q (81734.850000 sec): 3 clusters
  Score: Raw -689934.003642 + Penalty 2955.012064 = -686978.991577
  nChanged 24
		SP:Iteration 58Q (81735.040000 sec): 3 clusters
  Score: Raw -689942.087208 + Penalty 2955.012064 = -686987.075144
  nChanged 26
		SP:Iteration 59Q (81735.230000 sec): 3 clusters
  Score: Raw -689947.896781 + Penalty 2955.012064 = -686992.884716
  nChanged 12
		SP:Iteration 60F (81735.420000 sec): 3 clusters
  Score: Raw -689950.866374 + Penalty 2955.012064 = -686995.854309
  nChanged 11
		SP:Iteration 61Q (81735.660000 sec): 3 clusters
  Score: Raw -689953.198971 + Penalty 2955.012064 = -686998.186907
  nChanged 10
		SP:Iteration 62Q (81735.840000 sec): 3 clusters
  Score: Raw -689955.915708 + Penalty 2955.012064 = -687000.903644
  nChanged 20
		SP:Iteration 63Q (81736.030000 sec): 3 clusters
  Score: Raw -689960.279584 + Penalty 2955.012064 = -687005.267520
  nChanged 16
		SP:Iteration 64Q (81736.220000 sec): 3 clusters
  Score: Raw -689963.526996 + Penalty 2955.012064 = -687008.514931
  nChanged 11
		SP:Iteration 65Q (81736.460000 sec): 3 clusters
  Score: Raw -689966.051386 + Penalty 2955.012064 = -687011.039322
  nChanged 11
		SP:Iteration 66Q (81736.640000 sec): 3 clusters
  Score: Raw -689968.612258 + Penalty 2955.012064 = -687013.600194
  nChanged 6
		SP:Iteration 67Q (81736.920000 sec): 3 clusters
  Score: Raw -689969.716182 + Penalty 2955.012064 = -687014.704117
  nChanged 7
		SP:Iteration 68Q (81737.070000 sec): 3 clusters
  Score: Raw -689971.360496 + Penalty 2955.012064 = -687016.348431
  nChanged 10
		SP:Iteration 69Q (81737.260000 sec): 3 clusters
  Score: Raw -689973.600947 + Penalty 2955.012064 = -687018.588883
  nChanged 6
		SP:Iteration 70Q (81737.450000 sec): 3 clusters
  Score: Raw -689974.851220 + Penalty 2955.012064 = -687019.839156
  nChanged 7
		SP:Iteration 71Q (81737.640000 sec): 3 clusters
  Score: Raw -689975.989980 + Penalty 2955.012064 = -687020.977916
  nChanged 3
		SP:Iteration 72Q (81737.880000 sec): 3 clusters
  Score: Raw -689976.207503 + Penalty 2955.012064 = -687021.195439
  nChanged 0
		SP:Iteration 73F (81738.070000 sec): 3 clusters
  Score: Raw -689976.207503 + Penalty 2955.012064 = -687021.195439
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (2180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81738.150000 sec): 2 clusters
  Score: Raw -167616.889375 + Penalty 1249.150525 = -166367.738850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81738.330000 sec): 3 clusters
  Score: Raw -166662.500735 + Penalty 2498.301051 = -164164.199684
  nChanged 793
		SP:Iteration 1F (81738.510000 sec): 3 clusters
  Score: Raw -167248.036307 + Penalty 2498.301051 = -164749.735256
  nChanged 218
		SP:Iteration 2F (81738.680000 sec): 3 clusters
  Score: Raw -167450.794120 + Penalty 2498.301051 = -164952.493069
  nChanged 147
		SP:Iteration 3F (81738.860000 sec): 3 clusters
  Score: Raw -167588.053136 + Penalty 2498.301051 = -165089.752085
  nChanged 97
		SP:Iteration 4Q (81739.030000 sec): 3 clusters
  Score: Raw -167672.874565 + Penalty 2498.301051 = -165174.573514
  nChanged 65
		SP:Iteration 5Q (81739.210000 sec): 3 clusters
  Score: Raw -167732.810262 + Penalty 2498.301051 = -165234.509211
  nChanged 55
		SP:Iteration 6Q (81739.390000 sec): 3 clusters
  Score: Raw -167779.501896 + Penalty 2498.301051 = -165281.200846
  nChanged 48
		SP:Iteration 7Q (81739.530000 sec): 3 clusters
  Score: Raw -167829.040241 + Penalty 2498.301051 = -165330.739191
  nChanged 54
		SP:Iteration 8Q (81739.570000 sec): 3 clusters
  Score: Raw -167871.398803 + Penalty 2498.301051 = -165373.097753
  nChanged 45
		SP:Iteration 9Q (81739.610000 sec): 3 clusters
  Score: Raw -167905.294092 + Penalty 2498.301051 = -165406.993041
  nChanged 36
		SP:Iteration 10Q (81739.660000 sec): 3 clusters
  Score: Raw -167932.388270 + Penalty 2498.301051 = -165434.087220
  nChanged 40
		SP:Iteration 11Q (81739.700000 sec): 3 clusters
  Score: Raw -167956.113238 + Penalty 2498.301051 = -165457.812187
  nChanged 24
		SP:Iteration 12Q (81739.740000 sec): 3 clusters
  Score: Raw -167967.501043 + Penalty 2498.301051 = -165469.199992
  nChanged 17
		SP:Iteration 13Q (81739.790000 sec): 3 clusters
  Score: Raw -167974.857306 + Penalty 2498.301051 = -165476.556255
  nChanged 7
		SP:Iteration 14Q (81739.830000 sec): 3 clusters
  Score: Raw -167977.404611 + Penalty 2498.301051 = -165479.103560
  nChanged 7
		SP:Iteration 15Q (81739.870000 sec): 3 clusters
  Score: Raw -167980.397489 + Penalty 2498.301051 = -165482.096439
  nChanged 6
		SP:Iteration 16Q (81739.910000 sec): 3 clusters
  Score: Raw -167983.269080 + Penalty 2498.301051 = -165484.968030
  nChanged 4
		SP:Iteration 17Q (81739.960000 sec): 3 clusters
  Score: Raw -167984.869340 + Penalty 2498.301051 = -165486.568289
  nChanged 1
		SP:Iteration 18Q (81740.000000 sec): 3 clusters
  Score: Raw -167985.764077 + Penalty 2498.301051 = -165487.463026
  nChanged 6
		SP:Iteration 19Q (81740.040000 sec): 3 clusters
  Score: Raw -167988.772697 + Penalty 2498.301051 = -165490.471647
  nChanged 6
		SP:Iteration 20F (81740.090000 sec): 3 clusters
  Score: Raw -167991.611605 + Penalty 2498.301051 = -165493.310555
  nChanged 3
		SP:Iteration 21Q (81740.130000 sec): 3 clusters
  Score: Raw -167992.522445 + Penalty 2498.301051 = -165494.221394
  nChanged 2
		SP:Iteration 22Q (81740.170000 sec): 3 clusters
  Score: Raw -167993.717139 + Penalty 2498.301051 = -165495.416088
  nChanged 3
		SP:Iteration 23Q (81740.210000 sec): 3 clusters
  Score: Raw -167994.780753 + Penalty 2498.301051 = -165496.479703
  nChanged 4
		SP:Iteration 24Q (81740.260000 sec): 3 clusters
  Score: Raw -167997.847956 + Penalty 2498.301051 = -165499.546906
  nChanged 3
		SP:Iteration 25Q (81740.300000 sec): 3 clusters
  Score: Raw -167999.926146 + Penalty 2498.301051 = -165501.625096
  nChanged 0
		SP:Iteration 26F (81740.340000 sec): 3 clusters
  Score: Raw -167999.926146 + Penalty 2498.301051 = -165501.625096
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (7895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81740.430000 sec): 2 clusters
  Score: Raw -678469.918615 + Penalty 1458.272551 = -677011.646065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81740.650000 sec): 3 clusters
  Score: Raw -674121.185269 + Penalty 2916.545101 = -671204.640168
  nChanged 3433
		SP:Iteration 1F (81740.850000 sec): 3 clusters
  Score: Raw -676267.330675 + Penalty 2916.545101 = -673350.785574
  nChanged 657
		SP:Iteration 2F (81741.050000 sec): 3 clusters
  Score: Raw -676718.105886 + Penalty 2916.545101 = -673801.560785
  nChanged 584
		SP:Iteration 3F (81741.250000 sec): 3 clusters
  Score: Raw -677103.193633 + Penalty 2916.545101 = -674186.648532
  nChanged 491
		SP:Iteration 4F (81741.450000 sec): 3 clusters
  Score: Raw -677406.383351 + Penalty 2916.545101 = -674489.838250
  nChanged 393
		SP:Iteration 5Q (81741.650000 sec): 3 clusters
  Score: Raw -677617.326058 + Penalty 2916.545101 = -674700.780956
  nChanged 308
		SP:Iteration 6Q (81741.840000 sec): 3 clusters
  Score: Raw -677774.447232 + Penalty 2916.545101 = -674857.902131
  nChanged 298
		SP:Iteration 7Q (81742.040000 sec): 3 clusters
  Score: Raw -677924.359635 + Penalty 2916.545101 = -675007.814534
  nChanged 275
		SP:Iteration 8Q (81742.240000 sec): 3 clusters
  Score: Raw -678054.241223 + Penalty 2916.545101 = -675137.696122
  nChanged 212
		SP:Iteration 9Q (81742.430000 sec): 3 clusters
  Score: Raw -678133.779764 + Penalty 2916.545101 = -675217.234663
  nChanged 171
		SP:Iteration 10Q (81742.650000 sec): 3 clusters
  Score: Raw -678200.375735 + Penalty 2916.545101 = -675283.830634
  nChanged 146
		SP:Iteration 11Q (81742.850000 sec): 3 clusters
  Score: Raw -678262.957101 + Penalty 2916.545101 = -675346.411999
  nChanged 145
		SP:Iteration 12Q (81743.050000 sec): 3 clusters
  Score: Raw -678330.828060 + Penalty 2916.545101 = -675414.282959
  nChanged 144
		SP:Iteration 13Q (81743.180000 sec): 3 clusters
  Score: Raw -678403.237014 + Penalty 2916.545101 = -675486.691913
  nChanged 134
		SP:Iteration 14Q (81743.310000 sec): 3 clusters
  Score: Raw -678479.414464 + Penalty 2916.545101 = -675562.869363
  nChanged 137
		SP:Iteration 15Q (81743.530000 sec): 3 clusters
  Score: Raw -678556.464831 + Penalty 2916.545101 = -675639.919729
  nChanged 146
		SP:Iteration 16Q (81743.730000 sec): 3 clusters
  Score: Raw -678639.670381 + Penalty 2916.545101 = -675723.125279
  nChanged 139
		SP:Iteration 17Q (81743.930000 sec): 3 clusters
  Score: Raw -678721.647967 + Penalty 2916.545101 = -675805.102865
  nChanged 149
		SP:Iteration 18Q (81744.130000 sec): 3 clusters
  Score: Raw -678801.570359 + Penalty 2916.545101 = -675885.025258
  nChanged 136
		SP:Iteration 19Q (81744.330000 sec): 3 clusters
  Score: Raw -678869.106122 + Penalty 2916.545101 = -675952.561021
  nChanged 119
		SP:Iteration 20F (81744.510000 sec): 3 clusters
  Score: Raw -678919.818067 + Penalty 2916.545101 = -676003.272966
  nChanged 100
		SP:Iteration 21Q (81744.710000 sec): 3 clusters
  Score: Raw -678967.275371 + Penalty 2916.545101 = -676050.730269
  nChanged 93
		SP:Iteration 22Q (81744.920000 sec): 3 clusters
  Score: Raw -679020.491117 + Penalty 2916.545101 = -676103.946015
  nChanged 111
		SP:Iteration 23Q (81745.130000 sec): 3 clusters
  Score: Raw -679080.571854 + Penalty 2916.545101 = -676164.026753
  nChanged 98
		SP:Iteration 24Q (81745.260000 sec): 3 clusters
  Score: Raw -679132.363017 + Penalty 2916.545101 = -676215.817916
  nChanged 96
		SP:Iteration 25Q (81745.380000 sec): 3 clusters
  Score: Raw -679186.258120 + Penalty 2916.545101 = -676269.713018
  nChanged 99
		SP:Iteration 26Q (81745.610000 sec): 3 clusters
  Score: Raw -679239.640353 + Penalty 2916.545101 = -676323.095252
  nChanged 89
		SP:Iteration 27Q (81745.810000 sec): 3 clusters
  Score: Raw -679296.334026 + Penalty 2916.545101 = -676379.788925
  nChanged 76
		SP:Iteration 28Q (81746.020000 sec): 3 clusters
  Score: Raw -679334.254246 + Penalty 2916.545101 = -676417.709145
  nChanged 82
		SP:Iteration 29Q (81746.230000 sec): 3 clusters
  Score: Raw -679365.791837 + Penalty 2916.545101 = -676449.246736
  nChanged 68
		SP:Iteration 30Q (81746.480000 sec): 3 clusters
  Score: Raw -679388.670729 + Penalty 2916.545101 = -676472.125628
  nChanged 53
		SP:Iteration 31Q (81746.640000 sec): 3 clusters
  Score: Raw -679403.665765 + Penalty 2916.545101 = -676487.120664
  nChanged 49
		SP:Iteration 32Q (81746.830000 sec): 3 clusters
  Score: Raw -679414.840100 + Penalty 2916.545101 = -676498.294999
  nChanged 31
		SP:Iteration 33Q (81747.020000 sec): 3 clusters
  Score: Raw -679420.952407 + Penalty 2916.545101 = -676504.407306
  nChanged 19
		SP:Iteration 34Q (81747.190000 sec): 3 clusters
  Score: Raw -679424.012294 + Penalty 2916.545101 = -676507.467193
  nChanged 13
		SP:Iteration 35Q (81747.340000 sec): 3 clusters
  Score: Raw -679425.852883 + Penalty 2916.545101 = -676509.307782
  nChanged 11
		SP:Iteration 36Q (81747.540000 sec): 3 clusters
  Score: Raw -679427.084319 + Penalty 2916.545101 = -676510.539217
  nChanged 6
		SP:Iteration 37Q (81747.730000 sec): 3 clusters
  Score: Raw -679427.953758 + Penalty 2916.545101 = -676511.408657
  nChanged 2
		SP:Iteration 38Q (81747.930000 sec): 3 clusters
  Score: Raw -679428.286440 + Penalty 2916.545101 = -676511.741339
  nChanged 2
		SP:Iteration 39Q (81748.130000 sec): 3 clusters
  Score: Raw -679428.619824 + Penalty 2916.545101 = -676512.074723
  nChanged 3
		SP:Iteration 40F (81748.320000 sec): 3 clusters
  Score: Raw -679429.452107 + Penalty 2916.545101 = -676512.907005
  nChanged 6
		SP:Iteration 41Q (81748.530000 sec): 3 clusters
  Score: Raw -679431.058186 + Penalty 2916.545101 = -676514.513085
  nChanged 9
		SP:Iteration 42Q (81748.720000 sec): 3 clusters
  Score: Raw -679432.998749 + Penalty 2916.545101 = -676516.453648
  nChanged 6
		SP:Iteration 43Q (81748.920000 sec): 3 clusters
  Score: Raw -679433.944276 + Penalty 2916.545101 = -676517.399175
  nChanged 5
		SP:Iteration 44Q (81749.120000 sec): 3 clusters
  Score: Raw -679435.010759 + Penalty 2916.545101 = -676518.465658
  nChanged 4
		SP:Iteration 45Q (81749.320000 sec): 3 clusters
  Score: Raw -679435.341406 + Penalty 2916.545101 = -676518.796305
  nChanged 3
		SP:Iteration 46Q (81749.510000 sec): 3 clusters
  Score: Raw -679435.901869 + Penalty 2916.545101 = -676519.356768
  nChanged 5
		SP:Iteration 47Q (81749.710000 sec): 3 clusters
  Score: Raw -679436.354062 + Penalty 2916.545101 = -676519.808961
  nChanged 5
		SP:Iteration 48Q (81749.910000 sec): 3 clusters
  Score: Raw -679437.000072 + Penalty 2916.545101 = -676520.454971
  nChanged 6
		SP:Iteration 49Q (81750.110000 sec): 3 clusters
  Score: Raw -679438.310466 + Penalty 2916.545101 = -676521.765364
  nChanged 4
		SP:Iteration 50Q (81750.310000 sec): 3 clusters
  Score: Raw -679438.760312 + Penalty 2916.545101 = -676522.215211
  nChanged 4
		SP:Iteration 51Q (81750.550000 sec): 3 clusters
  Score: Raw -679439.448873 + Penalty 2916.545101 = -676522.903772
  nChanged 4
		SP:Iteration 52Q (81750.700000 sec): 3 clusters
  Score: Raw -679439.994431 + Penalty 2916.545101 = -676523.449330
  nChanged 2
		SP:Iteration 53Q (81750.890000 sec): 3 clusters
  Score: Raw -679440.310009 + Penalty 2916.545101 = -676523.764908
  nChanged 2
		SP:Iteration 54Q (81751.010000 sec): 3 clusters
  Score: Raw -679440.622727 + Penalty 2916.545101 = -676524.077626
  nChanged 2
		SP:Iteration 55Q (81751.250000 sec): 3 clusters
  Score: Raw -679440.727840 + Penalty 2916.545101 = -676524.182739
  nChanged 1
		SP:Iteration 56Q (81751.410000 sec): 3 clusters
  Score: Raw -679440.787009 + Penalty 2916.545101 = -676524.241908
  nChanged 0
		SP:Iteration 57F (81751.610000 sec): 3 clusters
  Score: Raw -679440.787009 + Penalty 2916.545101 = -676524.241908
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 72 (2783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81751.690000 sec): 2 clusters
  Score: Raw -237855.910336 + Penalty 1288.833774 = -236567.076562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81751.870000 sec): 3 clusters
  Score: Raw -236552.680236 + Penalty 2577.667547 = -233975.012689
  nChanged 1017
		SP:Iteration 1F (81752.050000 sec): 3 clusters
  Score: Raw -237235.103250 + Penalty 2577.667547 = -234657.435703
  nChanged 275
		SP:Iteration 2F (81752.220000 sec): 3 clusters
  Score: Raw -237466.750688 + Penalty 2577.667547 = -234889.083140
  nChanged 204
		SP:Iteration 3F (81752.400000 sec): 3 clusters
  Score: Raw -237620.625739 + Penalty 2577.667547 = -235042.958192
  nChanged 146
		SP:Iteration 4F (81752.570000 sec): 3 clusters
  Score: Raw -237738.098534 + Penalty 2577.667547 = -235160.430986
  nChanged 103
		SP:Iteration 5Q (81752.750000 sec): 3 clusters
  Score: Raw -237809.718391 + Penalty 2577.667547 = -235232.050843
  nChanged 82
		SP:Iteration 6Q (81752.930000 sec): 3 clusters
  Score: Raw -237868.382191 + Penalty 2577.667547 = -235290.714643
  nChanged 68
		SP:Iteration 7Q (81753.100000 sec): 3 clusters
  Score: Raw -237915.231111 + Penalty 2577.667547 = -235337.563563
  nChanged 71
		SP:Iteration 8Q (81753.280000 sec): 3 clusters
  Score: Raw -237966.159551 + Penalty 2577.667547 = -235388.492003
  nChanged 68
		SP:Iteration 9Q (81753.450000 sec): 3 clusters
  Score: Raw -238016.902926 + Penalty 2577.667547 = -235439.235378
  nChanged 70
		SP:Iteration 10Q (81753.630000 sec): 3 clusters
  Score: Raw -238076.392992 + Penalty 2577.667547 = -235498.725445
  nChanged 70
		SP:Iteration 11Q (81753.810000 sec): 3 clusters
  Score: Raw -238133.149828 + Penalty 2577.667547 = -235555.482281
  nChanged 84
		SP:Iteration 12Q (81753.980000 sec): 3 clusters
  Score: Raw -238201.357532 + Penalty 2577.667547 = -235623.689984
  nChanged 71
		SP:Iteration 13Q (81754.160000 sec): 3 clusters
  Score: Raw -238266.729775 + Penalty 2577.667547 = -235689.062227
  nChanged 68
		SP:Iteration 14Q (81754.330000 sec): 3 clusters
  Score: Raw -238323.061785 + Penalty 2577.667547 = -235745.394238
  nChanged 60
		SP:Iteration 15Q (81754.510000 sec): 3 clusters
  Score: Raw -238375.786902 + Penalty 2577.667547 = -235798.119355
  nChanged 50
		SP:Iteration 16Q (81754.690000 sec): 3 clusters
  Score: Raw -238417.911921 + Penalty 2577.667547 = -235840.244374
  nChanged 51
		SP:Iteration 17Q (81754.860000 sec): 3 clusters
  Score: Raw -238464.410810 + Penalty 2577.667547 = -235886.743262
  nChanged 48
		SP:Iteration 18Q (81755.040000 sec): 3 clusters
  Score: Raw -238507.194515 + Penalty 2577.667547 = -235929.526968
  nChanged 41
		SP:Iteration 19Q (81755.210000 sec): 3 clusters
  Score: Raw -238531.891649 + Penalty 2577.667547 = -235954.224102
  nChanged 27
		SP:Iteration 20F (81755.390000 sec): 3 clusters
  Score: Raw -238555.155600 + Penalty 2577.667547 = -235977.488053
  nChanged 29
		SP:Iteration 21Q (81755.560000 sec): 3 clusters
  Score: Raw -238576.419143 + Penalty 2577.667547 = -235998.751596
  nChanged 25
		SP:Iteration 22Q (81755.740000 sec): 3 clusters
  Score: Raw -238592.589772 + Penalty 2577.667547 = -236014.922225
  nChanged 17
		SP:Iteration 23Q (81755.890000 sec): 3 clusters
  Score: Raw -238600.080761 + Penalty 2577.667547 = -236022.413213
  nChanged 7
		SP:Iteration 24Q (81755.950000 sec): 3 clusters
  Score: Raw -238602.363787 + Penalty 2577.667547 = -236024.696240
  nChanged 4
		SP:Iteration 25Q (81756.000000 sec): 3 clusters
  Score: Raw -238603.469503 + Penalty 2577.667547 = -236025.801956
  nChanged 3
		SP:Iteration 26Q (81756.050000 sec): 3 clusters
  Score: Raw -238604.836894 + Penalty 2577.667547 = -236027.169346
  nChanged 4
		SP:Iteration 27Q (81756.100000 sec): 3 clusters
  Score: Raw -238606.334207 + Penalty 2577.667547 = -236028.666659
  nChanged 4
		SP:Iteration 28Q (81756.150000 sec): 3 clusters
  Score: Raw -238608.080741 + Penalty 2577.667547 = -236030.413194
  nChanged 3
		SP:Iteration 29Q (81756.200000 sec): 3 clusters
  Score: Raw -238609.336099 + Penalty 2577.667547 = -236031.668552
  nChanged 1
		SP:Iteration 30Q (81756.250000 sec): 3 clusters
  Score: Raw -238609.498602 + Penalty 2577.667547 = -236031.831055
  nChanged 0
		SP:Iteration 31F (81756.310000 sec): 3 clusters
  Score: Raw -238609.498602 + Penalty 2577.667547 = -236031.831055
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 73 (4879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81756.440000 sec): 2 clusters
  Score: Raw -375676.381369 + Penalty 1380.063028 = -374296.318340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81756.630000 sec): 3 clusters
  Score: Raw -373170.770387 + Penalty 2760.126057 = -370410.644331
  nChanged 1987
		SP:Iteration 1F (81756.820000 sec): 3 clusters
  Score: Raw -374267.688576 + Penalty 2760.126057 = -371507.562519
  nChanged 371
		SP:Iteration 2F (81757.010000 sec): 3 clusters
  Score: Raw -374499.398243 + Penalty 2760.126057 = -371739.272186
  nChanged 329
		SP:Iteration 3F (81757.190000 sec): 3 clusters
  Score: Raw -374708.269085 + Penalty 2760.126057 = -371948.143028
  nChanged 264
		SP:Iteration 4F (81757.370000 sec): 3 clusters
  Score: Raw -374890.603620 + Penalty 2760.126057 = -372130.477563
  nChanged 250
		SP:Iteration 5F (81757.520000 sec): 3 clusters
  Score: Raw -375060.200630 + Penalty 2760.126057 = -372300.074573
  nChanged 228
		SP:Iteration 6Q (81757.690000 sec): 3 clusters
  Score: Raw -375196.943321 + Penalty 2760.126057 = -372436.817264
  nChanged 188
		SP:Iteration 7Q (81757.870000 sec): 3 clusters
  Score: Raw -375313.592622 + Penalty 2760.126057 = -372553.466565
  nChanged 161
		SP:Iteration 8Q (81758.040000 sec): 3 clusters
  Score: Raw -375419.694824 + Penalty 2760.126057 = -372659.568767
  nChanged 173
		SP:Iteration 9Q (81758.220000 sec): 3 clusters
  Score: Raw -375535.903324 + Penalty 2760.126057 = -372775.777267
  nChanged 170
		SP:Iteration 10Q (81758.400000 sec): 3 clusters
  Score: Raw -375666.630789 + Penalty 2760.126057 = -372906.504732
  nChanged 177
		SP:Iteration 11Q (81758.570000 sec): 3 clusters
  Score: Raw -375799.645297 + Penalty 2760.126057 = -373039.519240
  nChanged 143
		SP:Iteration 12Q (81758.750000 sec): 3 clusters
  Score: Raw -375898.109843 + Penalty 2760.126057 = -373137.983786
  nChanged 117
		SP:Iteration 13Q (81758.920000 sec): 3 clusters
  Score: Raw -375968.232102 + Penalty 2760.126057 = -373208.106045
  nChanged 103
		SP:Iteration 14Q (81759.100000 sec): 3 clusters
  Score: Raw -376024.032970 + Penalty 2760.126057 = -373263.906913
  nChanged 91
		SP:Iteration 15Q (81759.270000 sec): 3 clusters
  Score: Raw -376061.976164 + Penalty 2760.126057 = -373301.850107
  nChanged 66
		SP:Iteration 16Q (81759.360000 sec): 3 clusters
  Score: Raw -376090.392614 + Penalty 2760.126057 = -373330.266557
  nChanged 51
		SP:Iteration 17Q (81759.460000 sec): 3 clusters
  Score: Raw -376110.376382 + Penalty 2760.126057 = -373350.250325
  nChanged 47
		SP:Iteration 18Q (81759.550000 sec): 3 clusters
  Score: Raw -376130.916253 + Penalty 2760.126057 = -373370.790197
  nChanged 46
		SP:Iteration 19Q (81759.640000 sec): 3 clusters
  Score: Raw -376149.327812 + Penalty 2760.126057 = -373389.201755
  nChanged 33
		SP:Iteration 20F (81759.740000 sec): 3 clusters
  Score: Raw -376160.362884 + Penalty 2760.126057 = -373400.236827
  nChanged 31
		SP:Iteration 21Q (81759.830000 sec): 3 clusters
  Score: Raw -376170.656162 + Penalty 2760.126057 = -373410.530106
  nChanged 25
		SP:Iteration 22Q (81759.920000 sec): 3 clusters
  Score: Raw -376178.381339 + Penalty 2760.126057 = -373418.255282
  nChanged 20
		SP:Iteration 23Q (81760.010000 sec): 3 clusters
  Score: Raw -376183.845210 + Penalty 2760.126057 = -373423.719153
  nChanged 9
		SP:Iteration 24Q (81760.100000 sec): 3 clusters
  Score: Raw -376186.696816 + Penalty 2760.126057 = -373426.570759
  nChanged 12
		SP:Iteration 25Q (81760.200000 sec): 3 clusters
  Score: Raw -376189.004101 + Penalty 2760.126057 = -373428.878044
  nChanged 6
		SP:Iteration 26Q (81760.290000 sec): 3 clusters
  Score: Raw -376190.727628 + Penalty 2760.126057 = -373430.601571
  nChanged 9
		SP:Iteration 27Q (81760.380000 sec): 3 clusters
  Score: Raw -376192.577093 + Penalty 2760.126057 = -373432.451036
  nChanged 5
		SP:Iteration 28Q (81760.470000 sec): 3 clusters
  Score: Raw -376194.024211 + Penalty 2760.126057 = -373433.898154
  nChanged 5
		SP:Iteration 29Q (81760.570000 sec): 3 clusters
  Score: Raw -376195.657650 + Penalty 2760.126057 = -373435.531593
  nChanged 3
		SP:Iteration 30Q (81760.660000 sec): 3 clusters
  Score: Raw -376196.304761 + Penalty 2760.126057 = -373436.178704
  nChanged 7
		SP:Iteration 31Q (81760.750000 sec): 3 clusters
  Score: Raw -376198.554973 + Penalty 2760.126057 = -373438.428916
  nChanged 7
		SP:Iteration 32Q (81760.840000 sec): 3 clusters
  Score: Raw -376200.167344 + Penalty 2760.126057 = -373440.041287
  nChanged 10
		SP:Iteration 33Q (81760.940000 sec): 3 clusters
  Score: Raw -376202.615557 + Penalty 2760.126057 = -373442.489500
  nChanged 9
		SP:Iteration 34Q (81761.030000 sec): 3 clusters
  Score: Raw -376205.339651 + Penalty 2760.126057 = -373445.213594
  nChanged 7
		SP:Iteration 35Q (81761.120000 sec): 3 clusters
  Score: Raw -376206.963070 + Penalty 2760.126057 = -373446.837013
  nChanged 7
		SP:Iteration 36Q (81761.210000 sec): 3 clusters
  Score: Raw -376208.688375 + Penalty 2760.126057 = -373448.562318
  nChanged 4
		SP:Iteration 37Q (81761.300000 sec): 3 clusters
  Score: Raw -376209.616357 + Penalty 2760.126057 = -373449.490300
  nChanged 0
		SP:Iteration 38F (81761.400000 sec): 3 clusters
  Score: Raw -376209.616357 + Penalty 2760.126057 = -373449.490300
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 74 (7479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81761.530000 sec): 2 clusters
  Score: Raw -720052.576752 + Penalty 1449.476335 = -718603.100417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81761.740000 sec): 3 clusters
  Score: Raw -715947.277580 + Penalty 2898.952671 = -713048.324909
  nChanged 3223
		SP:Iteration 1F (81761.940000 sec): 3 clusters
  Score: Raw -717707.356100 + Penalty 2898.952671 = -714808.403429
  nChanged 513
		SP:Iteration 2F (81762.140000 sec): 3 clusters
  Score: Raw -717989.267185 + Penalty 2898.952671 = -715090.314514
  nChanged 463
		SP:Iteration 3F (81762.340000 sec): 3 clusters
  Score: Raw -718239.143274 + Penalty 2898.952671 = -715340.190603
  nChanged 387
		SP:Iteration 4F (81762.550000 sec): 3 clusters
  Score: Raw -718427.474091 + Penalty 2898.952671 = -715528.521420
  nChanged 321
		SP:Iteration 5Q (81762.750000 sec): 3 clusters
  Score: Raw -718586.841465 + Penalty 2898.952671 = -715687.888794
  nChanged 319
		SP:Iteration 6Q (81762.950000 sec): 3 clusters
  Score: Raw -718732.666920 + Penalty 2898.952671 = -715833.714249
  nChanged 305
		SP:Iteration 7Q (81763.160000 sec): 3 clusters
  Score: Raw -718916.383873 + Penalty 2898.952671 = -716017.431202
  nChanged 353
		SP:Iteration 8Q (81763.360000 sec): 3 clusters
  Score: Raw -719153.526023 + Penalty 2898.952671 = -716254.573352
  nChanged 397
		SP:Iteration 9F (81763.560000 sec): 3 clusters
  Score: Raw -719451.714067 + Penalty 2898.952671 = -716552.761396
  nChanged 383
		SP:Iteration 10F (81763.760000 sec): 3 clusters
  Score: Raw -719692.865054 + Penalty 2898.952671 = -716793.912383
  nChanged 339
		SP:Iteration 11Q (81763.970000 sec): 3 clusters
  Score: Raw -719886.456573 + Penalty 2898.952671 = -716987.503903
  nChanged 283
		SP:Iteration 12Q (81764.170000 sec): 3 clusters
  Score: Raw -720033.018003 + Penalty 2898.952671 = -717134.065332
  nChanged 211
		SP:Iteration 13Q (81764.370000 sec): 3 clusters
  Score: Raw -720120.068299 + Penalty 2898.952671 = -717221.115629
  nChanged 143
		SP:Iteration 14Q (81764.570000 sec): 3 clusters
  Score: Raw -720177.304697 + Penalty 2898.952671 = -717278.352026
  nChanged 110
		SP:Iteration 15Q (81764.780000 sec): 3 clusters
  Score: Raw -720220.372857 + Penalty 2898.952671 = -717321.420186
  nChanged 87
		SP:Iteration 16Q (81764.980000 sec): 3 clusters
  Score: Raw -720248.016753 + Penalty 2898.952671 = -717349.064082
  nChanged 73
		SP:Iteration 17Q (81765.180000 sec): 3 clusters
  Score: Raw -720276.537062 + Penalty 2898.952671 = -717377.584391
  nChanged 76
		SP:Iteration 18Q (81765.380000 sec): 3 clusters
  Score: Raw -720302.274603 + Penalty 2898.952671 = -717403.321932
  nChanged 61
		SP:Iteration 19Q (81765.580000 sec): 3 clusters
  Score: Raw -720323.408740 + Penalty 2898.952671 = -717424.456069
  nChanged 51
		SP:Iteration 20F (81765.790000 sec): 3 clusters
  Score: Raw -720339.149908 + Penalty 2898.952671 = -717440.197237
  nChanged 63
		SP:Iteration 21Q (81765.990000 sec): 3 clusters
  Score: Raw -720357.699822 + Penalty 2898.952671 = -717458.747151
  nChanged 53
		SP:Iteration 22Q (81766.190000 sec): 3 clusters
  Score: Raw -720373.789752 + Penalty 2898.952671 = -717474.837081
  nChanged 61
		SP:Iteration 23Q (81766.390000 sec): 3 clusters
  Score: Raw -720391.189992 + Penalty 2898.952671 = -717492.237321
  nChanged 55
		SP:Iteration 24Q (81766.600000 sec): 3 clusters
  Score: Raw -720407.140258 + Penalty 2898.952671 = -717508.187587
  nChanged 76
		SP:Iteration 25Q (81766.800000 sec): 3 clusters
  Score: Raw -720434.679095 + Penalty 2898.952671 = -717535.726424
  nChanged 72
		SP:Iteration 26Q (81767.000000 sec): 3 clusters
  Score: Raw -720457.926832 + Penalty 2898.952671 = -717558.974161
  nChanged 62
		SP:Iteration 27Q (81767.200000 sec): 3 clusters
  Score: Raw -720479.739774 + Penalty 2898.952671 = -717580.787103
  nChanged 70
		SP:Iteration 28Q (81767.400000 sec): 3 clusters
  Score: Raw -720510.376037 + Penalty 2898.952671 = -717611.423366
  nChanged 94
		SP:Iteration 29Q (81767.610000 sec): 3 clusters
  Score: Raw -720552.773280 + Penalty 2898.952671 = -717653.820609
  nChanged 101
		SP:Iteration 30Q (81767.810000 sec): 3 clusters
  Score: Raw -720593.083256 + Penalty 2898.952671 = -717694.130585
  nChanged 98
		SP:Iteration 31Q (81768.010000 sec): 3 clusters
  Score: Raw -720632.430382 + Penalty 2898.952671 = -717733.477711
  nChanged 101
		SP:Iteration 32Q (81768.220000 sec): 3 clusters
  Score: Raw -720680.959851 + Penalty 2898.952671 = -717782.007180
  nChanged 109
		SP:Iteration 33Q (81768.420000 sec): 3 clusters
  Score: Raw -720738.072643 + Penalty 2898.952671 = -717839.119972
  nChanged 121
		SP:Iteration 34Q (81768.620000 sec): 3 clusters
  Score: Raw -720799.654013 + Penalty 2898.952671 = -717900.701342
  nChanged 121
		SP:Iteration 35Q (81768.820000 sec): 3 clusters
  Score: Raw -720858.801836 + Penalty 2898.952671 = -717959.849165
  nChanged 118
		SP:Iteration 36Q (81769.020000 sec): 3 clusters
  Score: Raw -720908.597753 + Penalty 2898.952671 = -718009.645082
  nChanged 99
		SP:Iteration 37Q (81769.230000 sec): 3 clusters
  Score: Raw -720942.441085 + Penalty 2898.952671 = -718043.488414
  nChanged 97
		SP:Iteration 38Q (81769.430000 sec): 3 clusters
  Score: Raw -720973.934490 + Penalty 2898.952671 = -718074.981820
  nChanged 79
		SP:Iteration 39Q (81769.640000 sec): 3 clusters
  Score: Raw -721001.015099 + Penalty 2898.952671 = -718102.062428
  nChanged 77
		SP:Iteration 40F (81769.840000 sec): 3 clusters
  Score: Raw -721030.103202 + Penalty 2898.952671 = -718131.150531
  nChanged 73
		SP:Iteration 41Q (81770.040000 sec): 3 clusters
  Score: Raw -721054.610246 + Penalty 2898.952671 = -718155.657575
  nChanged 59
		SP:Iteration 42Q (81770.240000 sec): 3 clusters
  Score: Raw -721073.716266 + Penalty 2898.952671 = -718174.763595
  nChanged 54
		SP:Iteration 43Q (81770.440000 sec): 3 clusters
  Score: Raw -721091.635519 + Penalty 2898.952671 = -718192.682848
  nChanged 53
		SP:Iteration 44Q (81770.650000 sec): 3 clusters
  Score: Raw -721110.159980 + Penalty 2898.952671 = -718211.207309
  nChanged 52
		SP:Iteration 45Q (81770.850000 sec): 3 clusters
  Score: Raw -721126.061540 + Penalty 2898.952671 = -718227.108869
  nChanged 34
		SP:Iteration 46Q (81771.050000 sec): 3 clusters
  Score: Raw -721137.204593 + Penalty 2898.952671 = -718238.251922
  nChanged 38
		SP:Iteration 47Q (81771.260000 sec): 3 clusters
  Score: Raw -721147.944135 + Penalty 2898.952671 = -718248.991464
  nChanged 42
		SP:Iteration 48Q (81771.460000 sec): 3 clusters
  Score: Raw -721159.011882 + Penalty 2898.952671 = -718260.059211
  nChanged 22
		SP:Iteration 49Q (81771.660000 sec): 3 clusters
  Score: Raw -721164.397787 + Penalty 2898.952671 = -718265.445116
  nChanged 31
		SP:Iteration 50Q (81771.860000 sec): 3 clusters
  Score: Raw -721172.495754 + Penalty 2898.952671 = -718273.543083
  nChanged 21
		SP:Iteration 51Q (81772.060000 sec): 3 clusters
  Score: Raw -721177.306726 + Penalty 2898.952671 = -718278.354055
  nChanged 23
		SP:Iteration 52Q (81772.260000 sec): 3 clusters
  Score: Raw -721183.670060 + Penalty 2898.952671 = -718284.717389
  nChanged 19
		SP:Iteration 53Q (81772.460000 sec): 3 clusters
  Score: Raw -721188.151811 + Penalty 2898.952671 = -718289.199140
  nChanged 18
		SP:Iteration 54Q (81772.640000 sec): 3 clusters
  Score: Raw -721192.035268 + Penalty 2898.952671 = -718293.082597
  nChanged 15
		SP:Iteration 55Q (81772.830000 sec): 3 clusters
  Score: Raw -721195.418632 + Penalty 2898.952671 = -718296.465961
  nChanged 15
		SP:Iteration 56Q (81773.020000 sec): 3 clusters
  Score: Raw -721199.303109 + Penalty 2898.952671 = -718300.350439
  nChanged 18
		SP:Iteration 57Q (81773.210000 sec): 3 clusters
  Score: Raw -721203.260309 + Penalty 2898.952671 = -718304.307638
  nChanged 12
		SP:Iteration 58Q (81773.440000 sec): 3 clusters
  Score: Raw -721205.196389 + Penalty 2898.952671 = -718306.243718
  nChanged 10
		SP:Iteration 59Q (81773.640000 sec): 3 clusters
  Score: Raw -721207.546877 + Penalty 2898.952671 = -718308.594206
  nChanged 12
		SP:Iteration 60F (81773.840000 sec): 3 clusters
  Score: Raw -721210.699418 + Penalty 2898.952671 = -718311.746747
  nChanged 13
		SP:Iteration 61Q (81774.040000 sec): 3 clusters
  Score: Raw -721214.010194 + Penalty 2898.952671 = -718315.057523
  nChanged 11
		SP:Iteration 62Q (81774.240000 sec): 3 clusters
  Score: Raw -721216.073629 + Penalty 2898.952671 = -718317.120958
  nChanged 10
		SP:Iteration 63Q (81774.440000 sec): 3 clusters
  Score: Raw -721217.858778 + Penalty 2898.952671 = -718318.906107
  nChanged 9
		SP:Iteration 64Q (81774.640000 sec): 3 clusters
  Score: Raw -721219.699238 + Penalty 2898.952671 = -718320.746567
  nChanged 6
		SP:Iteration 65Q (81774.760000 sec): 3 clusters
  Score: Raw -721220.583919 + Penalty 2898.952671 = -718321.631248
  nChanged 2
		SP:Iteration 66Q (81774.960000 sec): 3 clusters
  Score: Raw -721220.956996 + Penalty 2898.952671 = -718322.004325
  nChanged 5
		SP:Iteration 67Q (81775.150000 sec): 3 clusters
  Score: Raw -721221.620703 + Penalty 2898.952671 = -718322.668032
  nChanged 4
		SP:Iteration 68Q (81775.350000 sec): 3 clusters
  Score: Raw -721222.245471 + Penalty 2898.952671 = -718323.292800
  nChanged 3
		SP:Iteration 69Q (81775.550000 sec): 3 clusters
  Score: Raw -721222.796074 + Penalty 2898.952671 = -718323.843403
  nChanged 3
		SP:Iteration 70Q (81775.750000 sec): 3 clusters
  Score: Raw -721223.294259 + Penalty 2898.952671 = -718324.341588
  nChanged 2
		SP:Iteration 71Q (81775.940000 sec): 3 clusters
  Score: Raw -721223.515881 + Penalty 2898.952671 = -718324.563210
  nChanged 0
		SP:Iteration 72F (81776.150000 sec): 3 clusters
  Score: Raw -721223.515881 + Penalty 2898.952671 = -718324.563210
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 75 (3225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81776.260000 sec): 2 clusters
  Score: Raw -266916.136645 + Penalty 1312.786837 = -265603.349807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81776.450000 sec): 3 clusters
  Score: Raw -265374.978241 + Penalty 2625.573674 = -262749.404567
  nChanged 1211
		SP:Iteration 1F (81776.630000 sec): 3 clusters
  Score: Raw -266146.201928 + Penalty 2625.573674 = -263520.628254
  nChanged 300
		SP:Iteration 2F (81776.800000 sec): 3 clusters
  Score: Raw -266385.331112 + Penalty 2625.573674 = -263759.757438
  nChanged 241
		SP:Iteration 3F (81776.980000 sec): 3 clusters
  Score: Raw -266588.193172 + Penalty 2625.573674 = -263962.619497
  nChanged 187
		SP:Iteration 4F (81777.160000 sec): 3 clusters
  Score: Raw -266727.372355 + Penalty 2625.573674 = -264101.798680
  nChanged 133
		SP:Iteration 5Q (81777.330000 sec): 3 clusters
  Score: Raw -266823.859705 + Penalty 2625.573674 = -264198.286030
  nChanged 120
		SP:Iteration 6Q (81777.500000 sec): 3 clusters
  Score: Raw -266884.740149 + Penalty 2625.573674 = -264259.166475
  nChanged 65
		SP:Iteration 7Q (81777.680000 sec): 3 clusters
  Score: Raw -266922.239692 + Penalty 2625.573674 = -264296.666018
  nChanged 64
		SP:Iteration 8Q (81777.860000 sec): 3 clusters
  Score: Raw -266956.833672 + Penalty 2625.573674 = -264331.259998
  nChanged 52
		SP:Iteration 9Q (81778.030000 sec): 3 clusters
  Score: Raw -266985.305633 + Penalty 2625.573674 = -264359.731958
  nChanged 48
		SP:Iteration 10Q (81778.210000 sec): 3 clusters
  Score: Raw -267010.548181 + Penalty 2625.573674 = -264384.974506
  nChanged 39
		SP:Iteration 11Q (81778.380000 sec): 3 clusters
  Score: Raw -267027.874088 + Penalty 2625.573674 = -264402.300413
  nChanged 29
		SP:Iteration 12Q (81778.560000 sec): 3 clusters
  Score: Raw -267039.053436 + Penalty 2625.573674 = -264413.479761
  nChanged 22
		SP:Iteration 13Q (81778.740000 sec): 3 clusters
  Score: Raw -267050.506295 + Penalty 2625.573674 = -264424.932620
  nChanged 31
		SP:Iteration 14Q (81778.910000 sec): 3 clusters
  Score: Raw -267063.626536 + Penalty 2625.573674 = -264438.052862
  nChanged 23
		SP:Iteration 15Q (81779.090000 sec): 3 clusters
  Score: Raw -267073.090015 + Penalty 2625.573674 = -264447.516340
  nChanged 13
		SP:Iteration 16Q (81779.260000 sec): 3 clusters
  Score: Raw -267078.272756 + Penalty 2625.573674 = -264452.699082
  nChanged 7
		SP:Iteration 17Q (81779.440000 sec): 3 clusters
  Score: Raw -267081.361235 + Penalty 2625.573674 = -264455.787560
  nChanged 9
		SP:Iteration 18Q (81779.620000 sec): 3 clusters
  Score: Raw -267084.263586 + Penalty 2625.573674 = -264458.689912
  nChanged 6
		SP:Iteration 19Q (81779.790000 sec): 3 clusters
  Score: Raw -267086.395675 + Penalty 2625.573674 = -264460.822000
  nChanged 7
		SP:Iteration 20F (81779.970000 sec): 3 clusters
  Score: Raw -267088.272749 + Penalty 2625.573674 = -264462.699074
  nChanged 3
		SP:Iteration 21Q (81780.140000 sec): 3 clusters
  Score: Raw -267089.531727 + Penalty 2625.573674 = -264463.958053
  nChanged 3
		SP:Iteration 22Q (81780.320000 sec): 3 clusters
  Score: Raw -267091.199421 + Penalty 2625.573674 = -264465.625747
  nChanged 5
		SP:Iteration 23Q (81780.500000 sec): 3 clusters
  Score: Raw -267093.242439 + Penalty 2625.573674 = -264467.668764
  nChanged 2
		SP:Iteration 24Q (81780.670000 sec): 3 clusters
  Score: Raw -267093.937541 + Penalty 2625.573674 = -264468.363866
  nChanged 2
		SP:Iteration 25Q (81780.850000 sec): 3 clusters
  Score: Raw -267094.571406 + Penalty 2625.573674 = -264468.997731
  nChanged 1
		SP:Iteration 26Q (81781.020000 sec): 3 clusters
  Score: Raw -267094.682380 + Penalty 2625.573674 = -264469.108705
  nChanged 1
		SP:Iteration 27Q (81781.200000 sec): 3 clusters
  Score: Raw -267095.177840 + Penalty 2625.573674 = -264469.604165
  nChanged 1
		SP:Iteration 28Q (81781.380000 sec): 3 clusters
  Score: Raw -267095.576262 + Penalty 2625.573674 = -264470.002587
  nChanged 0
		SP:Iteration 29F (81781.550000 sec): 3 clusters
  Score: Raw -267095.576262 + Penalty 2625.573674 = -264470.002587
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 76 (2469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81781.660000 sec): 2 clusters
  Score: Raw -205112.661581 + Penalty 1269.379880 = -203843.281702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81781.710000 sec): 3 clusters
  Score: Raw -203996.123337 + Penalty 2538.759759 = -201457.363578
  nChanged 902
		SP:Iteration 1F (81781.760000 sec): 3 clusters
  Score: Raw -204612.089777 + Penalty 2538.759759 = -202073.330018
  nChanged 249
		SP:Iteration 2F (81781.820000 sec): 3 clusters
  Score: Raw -204805.926145 + Penalty 2538.759759 = -202267.166386
  nChanged 173
		SP:Iteration 3F (81781.870000 sec): 3 clusters
  Score: Raw -204933.531672 + Penalty 2538.759759 = -202394.771913
  nChanged 130
		SP:Iteration 4F (81781.920000 sec): 3 clusters
  Score: Raw -205060.020033 + Penalty 2538.759759 = -202521.260274
  nChanged 120
		SP:Iteration 5Q (81781.970000 sec): 3 clusters
  Score: Raw -205153.521259 + Penalty 2538.759759 = -202614.761500
  nChanged 79
		SP:Iteration 6Q (81782.020000 sec): 3 clusters
  Score: Raw -205204.599931 + Penalty 2538.759759 = -202665.840172
  nChanged 59
		SP:Iteration 7Q (81782.080000 sec): 3 clusters
  Score: Raw -205250.839816 + Penalty 2538.759759 = -202712.080057
  nChanged 62
		SP:Iteration 8Q (81782.130000 sec): 3 clusters
  Score: Raw -205305.091591 + Penalty 2538.759759 = -202766.331832
  nChanged 49
		SP:Iteration 9Q (81782.180000 sec): 3 clusters
  Score: Raw -205353.219588 + Penalty 2538.759759 = -202814.459829
  nChanged 60
		SP:Iteration 10Q (81782.230000 sec): 3 clusters
  Score: Raw -205408.524893 + Penalty 2538.759759 = -202869.765134
  nChanged 43
		SP:Iteration 11Q (81782.280000 sec): 3 clusters
  Score: Raw -205440.979769 + Penalty 2538.759759 = -202902.220010
  nChanged 32
		SP:Iteration 12Q (81782.330000 sec): 3 clusters
  Score: Raw -205466.472707 + Penalty 2538.759759 = -202927.712948
  nChanged 37
		SP:Iteration 13Q (81782.380000 sec): 3 clusters
  Score: Raw -205506.984626 + Penalty 2538.759759 = -202968.224867
  nChanged 49
		SP:Iteration 14Q (81782.440000 sec): 3 clusters
  Score: Raw -205563.562359 + Penalty 2538.759759 = -203024.802600
  nChanged 60
		SP:Iteration 15Q (81782.490000 sec): 3 clusters
  Score: Raw -205613.799601 + Penalty 2538.759759 = -203075.039842
  nChanged 42
		SP:Iteration 16Q (81782.540000 sec): 3 clusters
  Score: Raw -205649.208584 + Penalty 2538.759759 = -203110.448825
  nChanged 37
		SP:Iteration 17Q (81782.590000 sec): 3 clusters
  Score: Raw -205684.965710 + Penalty 2538.759759 = -203146.205951
  nChanged 34
		SP:Iteration 18Q (81782.640000 sec): 3 clusters
  Score: Raw -205711.088118 + Penalty 2538.759759 = -203172.328359
  nChanged 33
		SP:Iteration 19Q (81782.690000 sec): 3 clusters
  Score: Raw -205733.425504 + Penalty 2538.759759 = -203194.665745
  nChanged 30
		SP:Iteration 20F (81782.750000 sec): 3 clusters
  Score: Raw -205751.583370 + Penalty 2538.759759 = -203212.823611
  nChanged 21
		SP:Iteration 21Q (81782.800000 sec): 3 clusters
  Score: Raw -205769.773464 + Penalty 2538.759759 = -203231.013705
  nChanged 18
		SP:Iteration 22Q (81782.850000 sec): 3 clusters
  Score: Raw -205785.058990 + Penalty 2538.759759 = -203246.299231
  nChanged 22
		SP:Iteration 23Q (81782.900000 sec): 3 clusters
  Score: Raw -205799.101754 + Penalty 2538.759759 = -203260.341995
  nChanged 9
		SP:Iteration 24Q (81782.950000 sec): 3 clusters
  Score: Raw -205803.328740 + Penalty 2538.759759 = -203264.568981
  nChanged 10
		SP:Iteration 25Q (81783.000000 sec): 3 clusters
  Score: Raw -205808.158288 + Penalty 2538.759759 = -203269.398529
  nChanged 8
		SP:Iteration 26Q (81783.060000 sec): 3 clusters
  Score: Raw -205812.362436 + Penalty 2538.759759 = -203273.602677
  nChanged 6
		SP:Iteration 27Q (81783.100000 sec): 3 clusters
  Score: Raw -205814.205186 + Penalty 2538.759759 = -203275.445427
  nChanged 3
		SP:Iteration 28Q (81783.160000 sec): 3 clusters
  Score: Raw -205816.052988 + Penalty 2538.759759 = -203277.293229
  nChanged 5
		SP:Iteration 29Q (81783.210000 sec): 3 clusters
  Score: Raw -205818.034155 + Penalty 2538.759759 = -203279.274396
  nChanged 5
		SP:Iteration 30Q (81783.260000 sec): 3 clusters
  Score: Raw -205820.067895 + Penalty 2538.759759 = -203281.308136
  nChanged 6
		SP:Iteration 31Q (81783.310000 sec): 3 clusters
  Score: Raw -205822.362156 + Penalty 2538.759759 = -203283.602397
  nChanged 5
		SP:Iteration 32Q (81783.360000 sec): 3 clusters
  Score: Raw -205824.219350 + Penalty 2538.759759 = -203285.459591
  nChanged 8
		SP:Iteration 33Q (81783.460000 sec): 3 clusters
  Score: Raw -205826.790555 + Penalty 2538.759759 = -203288.030796
  nChanged 3
		SP:Iteration 34Q (81783.630000 sec): 3 clusters
  Score: Raw -205827.812363 + Penalty 2538.759759 = -203289.052604
  nChanged 1
		SP:Iteration 35Q (81783.810000 sec): 3 clusters
  Score: Raw -205828.085906 + Penalty 2538.759759 = -203289.326147
  nChanged 0
		SP:Iteration 36F (81783.980000 sec): 3 clusters
  Score: Raw -205828.085906 + Penalty 2538.759759 = -203289.326147
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 77 (2138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81784.060000 sec): 2 clusters
  Score: Raw -177281.469308 + Penalty 1245.989240 = -176035.480068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81784.240000 sec): 3 clusters
  Score: Raw -176392.498811 + Penalty 2491.978480 = -173900.520331
  nChanged 760
		SP:Iteration 1F (81784.410000 sec): 3 clusters
  Score: Raw -176881.345114 + Penalty 2491.978480 = -174389.366634
  nChanged 183
		SP:Iteration 2F (81784.590000 sec): 3 clusters
  Score: Raw -177044.661724 + Penalty 2491.978480 = -174552.683245
  nChanged 138
		SP:Iteration 3F (81784.760000 sec): 3 clusters
  Score: Raw -177152.818393 + Penalty 2491.978480 = -174660.839914
  nChanged 92
		SP:Iteration 4Q (81784.940000 sec): 3 clusters
  Score: Raw -177225.480264 + Penalty 2491.978480 = -174733.501784
  nChanged 72
		SP:Iteration 5Q (81785.120000 sec): 3 clusters
  Score: Raw -177282.908219 + Penalty 2491.978480 = -174790.929740
  nChanged 67
		SP:Iteration 6Q (81785.290000 sec): 3 clusters
  Score: Raw -177330.010693 + Penalty 2491.978480 = -174838.032213
  nChanged 55
		SP:Iteration 7Q (81785.470000 sec): 3 clusters
  Score: Raw -177384.942252 + Penalty 2491.978480 = -174892.963772
  nChanged 49
		SP:Iteration 8Q (81785.640000 sec): 3 clusters
  Score: Raw -177432.135245 + Penalty 2491.978480 = -174940.156765
  nChanged 47
		SP:Iteration 9Q (81785.800000 sec): 3 clusters
  Score: Raw -177466.843068 + Penalty 2491.978480 = -174974.864588
  nChanged 33
		SP:Iteration 10Q (81785.960000 sec): 3 clusters
  Score: Raw -177491.073974 + Penalty 2491.978480 = -174999.095494
  nChanged 20
		SP:Iteration 11Q (81786.120000 sec): 3 clusters
  Score: Raw -177502.038416 + Penalty 2491.978480 = -175010.059937
  nChanged 17
		SP:Iteration 12Q (81786.280000 sec): 3 clusters
  Score: Raw -177514.141811 + Penalty 2491.978480 = -175022.163331
  nChanged 21
		SP:Iteration 13Q (81786.440000 sec): 3 clusters
  Score: Raw -177532.932550 + Penalty 2491.978480 = -175040.954070
  nChanged 19
		SP:Iteration 14Q (81786.600000 sec): 3 clusters
  Score: Raw -177545.621883 + Penalty 2491.978480 = -175053.643404
  nChanged 10
		SP:Iteration 15Q (81786.760000 sec): 3 clusters
  Score: Raw -177550.685829 + Penalty 2491.978480 = -175058.707350
  nChanged 5
		SP:Iteration 16Q (81786.920000 sec): 3 clusters
  Score: Raw -177552.555239 + Penalty 2491.978480 = -175060.576760
  nChanged 4
		SP:Iteration 17Q (81787.080000 sec): 3 clusters
  Score: Raw -177554.116999 + Penalty 2491.978480 = -175062.138519
  nChanged 4
		SP:Iteration 18Q (81787.240000 sec): 3 clusters
  Score: Raw -177555.607673 + Penalty 2491.978480 = -175063.629193
  nChanged 7
		SP:Iteration 19Q (81787.400000 sec): 3 clusters
  Score: Raw -177558.228538 + Penalty 2491.978480 = -175066.250058
  nChanged 2
		SP:Iteration 20F (81787.560000 sec): 3 clusters
  Score: Raw -177558.592371 + Penalty 2491.978480 = -175066.613891
  nChanged 1
		SP:Iteration 21Q (81787.720000 sec): 3 clusters
  Score: Raw -177559.891098 + Penalty 2491.978480 = -175067.912618
  nChanged 3
		SP:Iteration 22Q (81787.880000 sec): 3 clusters
  Score: Raw -177560.729246 + Penalty 2491.978480 = -175068.750766
  nChanged 2
		SP:Iteration 23Q (81788.040000 sec): 3 clusters
  Score: Raw -177561.567648 + Penalty 2491.978480 = -175069.589168
  nChanged 2
		SP:Iteration 24Q (81788.200000 sec): 3 clusters
  Score: Raw -177563.468069 + Penalty 2491.978480 = -175071.489590
  nChanged 1
		SP:Iteration 25Q (81788.360000 sec): 3 clusters
  Score: Raw -177564.094938 + Penalty 2491.978480 = -175072.116458
  nChanged 2
		SP:Iteration 26Q (81788.520000 sec): 3 clusters
  Score: Raw -177564.543070 + Penalty 2491.978480 = -175072.564590
  nChanged 1
		SP:Iteration 27Q (81788.680000 sec): 3 clusters
  Score: Raw -177564.671901 + Penalty 2491.978480 = -175072.693422
  nChanged 0
		SP:Iteration 28F (81788.840000 sec): 3 clusters
  Score: Raw -177564.671901 + Penalty 2491.978480 = -175072.693422
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 78 (5123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81788.950000 sec): 2 clusters
  Score: Raw -509103.375587 + Penalty 1387.993016 = -507715.382571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81789.110000 sec): 3 clusters
  Score: Raw -506418.327115 + Penalty 2775.986032 = -503642.341083
  nChanged 2068
		SP:Iteration 1F (81789.270000 sec): 3 clusters
  Score: Raw -507532.279981 + Penalty 2775.986032 = -504756.293949
  nChanged 347
		SP:Iteration 2F (81789.430000 sec): 3 clusters
  Score: Raw -507696.391221 + Penalty 2775.986032 = -504920.405189
  nChanged 246
		SP:Iteration 3Q (81789.590000 sec): 3 clusters
  Score: Raw -507807.105447 + Penalty 2775.986032 = -505031.119414
  nChanged 199
		SP:Iteration 4Q (81789.750000 sec): 3 clusters
  Score: Raw -507898.220714 + Penalty 2775.986032 = -505122.234682
  nChanged 190
		SP:Iteration 5Q (81789.910000 sec): 3 clusters
  Score: Raw -507981.412615 + Penalty 2775.986032 = -505205.426583
  nChanged 171
		SP:Iteration 6Q (81790.060000 sec): 3 clusters
  Score: Raw -508051.996268 + Penalty 2775.986032 = -505276.010236
  nChanged 149
		SP:Iteration 7Q (81790.230000 sec): 3 clusters
  Score: Raw -508116.416707 + Penalty 2775.986032 = -505340.430674
  nChanged 151
		SP:Iteration 8Q (81790.380000 sec): 3 clusters
  Score: Raw -508184.710120 + Penalty 2775.986032 = -505408.724088
  nChanged 133
		SP:Iteration 9Q (81790.540000 sec): 3 clusters
  Score: Raw -508243.421325 + Penalty 2775.986032 = -505467.435293
  nChanged 137
		SP:Iteration 10Q (81790.700000 sec): 3 clusters
  Score: Raw -508305.171809 + Penalty 2775.986032 = -505529.185777
  nChanged 116
		SP:Iteration 11Q (81790.860000 sec): 3 clusters
  Score: Raw -508354.788398 + Penalty 2775.986032 = -505578.802366
  nChanged 114
		SP:Iteration 12Q (81791.020000 sec): 3 clusters
  Score: Raw -508414.288322 + Penalty 2775.986032 = -505638.302290
  nChanged 128
		SP:Iteration 13Q (81791.180000 sec): 3 clusters
  Score: Raw -508486.474993 + Penalty 2775.986032 = -505710.488960
  nChanged 126
		SP:Iteration 14Q (81791.340000 sec): 3 clusters
  Score: Raw -508557.349389 + Penalty 2775.986032 = -505781.363357
  nChanged 131
		SP:Iteration 15Q (81791.490000 sec): 3 clusters
  Score: Raw -508641.662628 + Penalty 2775.986032 = -505865.676595
  nChanged 113
		SP:Iteration 16Q (81791.650000 sec): 3 clusters
  Score: Raw -508717.023374 + Penalty 2775.986032 = -505941.037342
  nChanged 106
		SP:Iteration 17Q (81791.810000 sec): 3 clusters
  Score: Raw -508784.428910 + Penalty 2775.986032 = -506008.442878
  nChanged 83
		SP:Iteration 18Q (81791.970000 sec): 3 clusters
  Score: Raw -508839.142202 + Penalty 2775.986032 = -506063.156170
  nChanged 87
		SP:Iteration 19Q (81792.130000 sec): 3 clusters
  Score: Raw -508898.524308 + Penalty 2775.986032 = -506122.538276
  nChanged 90
		SP:Iteration 20F (81792.290000 sec): 3 clusters
  Score: Raw -508960.858101 + Penalty 2775.986032 = -506184.872068
  nChanged 71
		SP:Iteration 21Q (81792.450000 sec): 3 clusters
  Score: Raw -509014.665340 + Penalty 2775.986032 = -506238.679308
  nChanged 66
		SP:Iteration 22Q (81792.610000 sec): 3 clusters
  Score: Raw -509074.098651 + Penalty 2775.986032 = -506298.112619
  nChanged 49
		SP:Iteration 23Q (81792.770000 sec): 3 clusters
  Score: Raw -509116.566498 + Penalty 2775.986032 = -506340.580466
  nChanged 44
		SP:Iteration 24Q (81792.930000 sec): 3 clusters
  Score: Raw -509156.028833 + Penalty 2775.986032 = -506380.042801
  nChanged 29
		SP:Iteration 25Q (81793.090000 sec): 3 clusters
  Score: Raw -509182.437540 + Penalty 2775.986032 = -506406.451508
  nChanged 18
		SP:Iteration 26Q (81793.260000 sec): 3 clusters
  Score: Raw -509191.729326 + Penalty 2775.986032 = -506415.743294
  nChanged 12
		SP:Iteration 27Q (81793.430000 sec): 3 clusters
  Score: Raw -509201.227546 + Penalty 2775.986032 = -506425.241513
  nChanged 13
		SP:Iteration 28Q (81793.610000 sec): 3 clusters
  Score: Raw -509211.484829 + Penalty 2775.986032 = -506435.498796
  nChanged 14
		SP:Iteration 29Q (81793.780000 sec): 3 clusters
  Score: Raw -509224.086421 + Penalty 2775.986032 = -506448.100389
  nChanged 10
		SP:Iteration 30Q (81793.950000 sec): 3 clusters
  Score: Raw -509233.063931 + Penalty 2775.986032 = -506457.077898
  nChanged 9
		SP:Iteration 31Q (81794.120000 sec): 3 clusters
  Score: Raw -509241.192286 + Penalty 2775.986032 = -506465.206254
  nChanged 5
		SP:Iteration 32Q (81794.290000 sec): 3 clusters
  Score: Raw -509244.762165 + Penalty 2775.986032 = -506468.776133
  nChanged 3
		SP:Iteration 33Q (81794.470000 sec): 3 clusters
  Score: Raw -509247.368663 + Penalty 2775.986032 = -506471.382631
  nChanged 4
		SP:Iteration 34Q (81794.650000 sec): 3 clusters
  Score: Raw -509250.556892 + Penalty 2775.986032 = -506474.570860
  nChanged 5
		SP:Iteration 35Q (81794.800000 sec): 3 clusters
  Score: Raw -509253.525490 + Penalty 2775.986032 = -506477.539458
  nChanged 2
		SP:Iteration 36Q (81794.890000 sec): 3 clusters
  Score: Raw -509255.010494 + Penalty 2775.986032 = -506479.024461
  nChanged 2
		SP:Iteration 37Q (81794.990000 sec): 3 clusters
  Score: Raw -509256.176074 + Penalty 2775.986032 = -506480.190042
  nChanged 0
		SP:Iteration 38F (81795.170000 sec): 3 clusters
  Score: Raw -509256.176074 + Penalty 2775.986032 = -506480.190042
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 79 (2348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81795.240000 sec): 2 clusters
  Score: Raw -180296.648940 + Penalty 1261.214367 = -179035.434573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81795.410000 sec): 3 clusters
  Score: Raw -179208.448227 + Penalty 2522.428734 = -176686.019493
  nChanged 849
		SP:Iteration 1F (81795.590000 sec): 3 clusters
  Score: Raw -179821.436073 + Penalty 2522.428734 = -177299.007339
  nChanged 229
		SP:Iteration 2F (81795.770000 sec): 3 clusters
  Score: Raw -180014.172606 + Penalty 2522.428734 = -177491.743873
  nChanged 158
		SP:Iteration 3F (81795.940000 sec): 3 clusters
  Score: Raw -180142.578666 + Penalty 2522.428734 = -177620.149932
  nChanged 121
		SP:Iteration 4F (81796.120000 sec): 3 clusters
  Score: Raw -180239.065476 + Penalty 2522.428734 = -177716.636743
  nChanged 93
		SP:Iteration 5Q (81796.290000 sec): 3 clusters
  Score: Raw -180306.889203 + Penalty 2522.428734 = -177784.460470
  nChanged 64
		SP:Iteration 6Q (81796.470000 sec): 3 clusters
  Score: Raw -180353.552873 + Penalty 2522.428734 = -177831.124139
  nChanged 51
		SP:Iteration 7Q (81796.650000 sec): 3 clusters
  Score: Raw -180383.676424 + Penalty 2522.428734 = -177861.247690
  nChanged 24
		SP:Iteration 8Q (81796.820000 sec): 3 clusters
  Score: Raw -180393.641297 + Penalty 2522.428734 = -177871.212563
  nChanged 15
		SP:Iteration 9Q (81797.000000 sec): 3 clusters
  Score: Raw -180401.525037 + Penalty 2522.428734 = -177879.096303
  nChanged 18
		SP:Iteration 10Q (81797.170000 sec): 3 clusters
  Score: Raw -180410.524975 + Penalty 2522.428734 = -177888.096242
  nChanged 15
		SP:Iteration 11Q (81797.350000 sec): 3 clusters
  Score: Raw -180417.998247 + Penalty 2522.428734 = -177895.569513
  nChanged 15
		SP:Iteration 12Q (81797.530000 sec): 3 clusters
  Score: Raw -180425.385704 + Penalty 2522.428734 = -177902.956970
  nChanged 12
		SP:Iteration 13Q (81797.700000 sec): 3 clusters
  Score: Raw -180430.471655 + Penalty 2522.428734 = -177908.042921
  nChanged 13
		SP:Iteration 14Q (81797.880000 sec): 3 clusters
  Score: Raw -180435.848021 + Penalty 2522.428734 = -177913.419287
  nChanged 10
		SP:Iteration 15Q (81798.050000 sec): 3 clusters
  Score: Raw -180440.146406 + Penalty 2522.428734 = -177917.717672
  nChanged 7
		SP:Iteration 16Q (81798.230000 sec): 3 clusters
  Score: Raw -180444.354822 + Penalty 2522.428734 = -177921.926088
  nChanged 11
		SP:Iteration 17Q (81798.410000 sec): 3 clusters
  Score: Raw -180450.928393 + Penalty 2522.428734 = -177928.499659
  nChanged 10
		SP:Iteration 18Q (81798.580000 sec): 3 clusters
  Score: Raw -180455.718429 + Penalty 2522.428734 = -177933.289695
  nChanged 13
		SP:Iteration 19Q (81798.750000 sec): 3 clusters
  Score: Raw -180461.707509 + Penalty 2522.428734 = -177939.278775
  nChanged 13
		SP:Iteration 20F (81798.930000 sec): 3 clusters
  Score: Raw -180469.806046 + Penalty 2522.428734 = -177947.377312
  nChanged 12
		SP:Iteration 21Q (81799.110000 sec): 3 clusters
  Score: Raw -180476.998824 + Penalty 2522.428734 = -177954.570090
  nChanged 7
		SP:Iteration 22Q (81799.280000 sec): 3 clusters
  Score: Raw -180480.437166 + Penalty 2522.428734 = -177958.008432
  nChanged 4
		SP:Iteration 23Q (81799.430000 sec): 3 clusters
  Score: Raw -180482.135672 + Penalty 2522.428734 = -177959.706938
  nChanged 5
		SP:Iteration 24Q (81799.480000 sec): 3 clusters
  Score: Raw -180485.255266 + Penalty 2522.428734 = -177962.826533
  nChanged 7
		SP:Iteration 25Q (81799.530000 sec): 3 clusters
  Score: Raw -180489.340873 + Penalty 2522.428734 = -177966.912139
  nChanged 8
		SP:Iteration 26Q (81799.580000 sec): 3 clusters
  Score: Raw -180495.012953 + Penalty 2522.428734 = -177972.584219
  nChanged 12
		SP:Iteration 27Q (81799.630000 sec): 3 clusters
  Score: Raw -180501.190058 + Penalty 2522.428734 = -177978.761324
  nChanged 11
		SP:Iteration 28Q (81799.680000 sec): 3 clusters
  Score: Raw -180505.141337 + Penalty 2522.428734 = -177982.712603
  nChanged 6
		SP:Iteration 29Q (81799.730000 sec): 3 clusters
  Score: Raw -180506.483490 + Penalty 2522.428734 = -177984.054756
  nChanged 4
		SP:Iteration 30Q (81799.780000 sec): 3 clusters
  Score: Raw -180508.317099 + Penalty 2522.428734 = -177985.888365
  nChanged 4
		SP:Iteration 31Q (81799.830000 sec): 3 clusters
  Score: Raw -180509.541691 + Penalty 2522.428734 = -177987.112957
  nChanged 3
		SP:Iteration 32Q (81799.890000 sec): 3 clusters
  Score: Raw -180510.231606 + Penalty 2522.428734 = -177987.802872
  nChanged 2
		SP:Iteration 33Q (81799.930000 sec): 3 clusters
  Score: Raw -180510.779982 + Penalty 2522.428734 = -177988.351249
  nChanged 1
		SP:Iteration 34Q (81799.990000 sec): 3 clusters
  Score: Raw -180511.111761 + Penalty 2522.428734 = -177988.683028
  nChanged 1
		SP:Iteration 35Q (81800.030000 sec): 3 clusters
  Score: Raw -180511.372857 + Penalty 2522.428734 = -177988.944123
  nChanged 1
		SP:Iteration 36Q (81800.090000 sec): 3 clusters
  Score: Raw -180511.445591 + Penalty 2522.428734 = -177989.016857
  nChanged 0
		SP:Iteration 37F (81800.180000 sec): 3 clusters
  Score: Raw -180511.445591 + Penalty 2522.428734 = -177989.016857
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 80 (4608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81800.300000 sec): 2 clusters
  Score: Raw -330207.579764 + Penalty 1370.776745 = -328836.803019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81800.480000 sec): 3 clusters
  Score: Raw -327879.875519 + Penalty 2741.553491 = -325138.322029
  nChanged 1867
		SP:Iteration 1F (81800.650000 sec): 3 clusters
  Score: Raw -329049.197450 + Penalty 2741.553491 = -326307.643959
  nChanged 372
		SP:Iteration 2F (81800.830000 sec): 3 clusters
  Score: Raw -329280.650114 + Penalty 2741.553491 = -326539.096623
  nChanged 273
		SP:Iteration 3F (81801.010000 sec): 3 clusters
  Score: Raw -329467.864533 + Penalty 2741.553491 = -326726.311043
  nChanged 239
		SP:Iteration 4F (81801.180000 sec): 3 clusters
  Score: Raw -329625.774228 + Penalty 2741.553491 = -326884.220737
  nChanged 206
		SP:Iteration 5Q (81801.360000 sec): 3 clusters
  Score: Raw -329769.965348 + Penalty 2741.553491 = -327028.411857
  nChanged 189
		SP:Iteration 6Q (81801.530000 sec): 3 clusters
  Score: Raw -329896.120776 + Penalty 2741.553491 = -327154.567285
  nChanged 167
		SP:Iteration 7Q (81801.760000 sec): 3 clusters
  Score: Raw -330000.255222 + Penalty 2741.553491 = -327258.701732
  nChanged 146
		SP:Iteration 8Q (81801.900000 sec): 3 clusters
  Score: Raw -330105.990842 + Penalty 2741.553491 = -327364.437351
  nChanged 136
		SP:Iteration 9Q (81802.090000 sec): 3 clusters
  Score: Raw -330192.906550 + Penalty 2741.553491 = -327451.353060
  nChanged 135
		SP:Iteration 10Q (81802.260000 sec): 3 clusters
  Score: Raw -330271.873401 + Penalty 2741.553491 = -327530.319910
  nChanged 119
		SP:Iteration 11Q (81802.440000 sec): 3 clusters
  Score: Raw -330339.216956 + Penalty 2741.553491 = -327597.663465
  nChanged 93
		SP:Iteration 12Q (81802.610000 sec): 3 clusters
  Score: Raw -330387.555162 + Penalty 2741.553491 = -327646.001671
  nChanged 78
		SP:Iteration 13Q (81802.790000 sec): 3 clusters
  Score: Raw -330422.761413 + Penalty 2741.553491 = -327681.207923
  nChanged 62
		SP:Iteration 14Q (81802.960000 sec): 3 clusters
  Score: Raw -330445.413285 + Penalty 2741.553491 = -327703.859794
  nChanged 52
		SP:Iteration 15Q (81803.140000 sec): 3 clusters
  Score: Raw -330465.643331 + Penalty 2741.553491 = -327724.089841
  nChanged 46
		SP:Iteration 16Q (81803.310000 sec): 3 clusters
  Score: Raw -330483.524207 + Penalty 2741.553491 = -327741.970716
  nChanged 46
		SP:Iteration 17Q (81803.530000 sec): 3 clusters
  Score: Raw -330501.213015 + Penalty 2741.553491 = -327759.659524
  nChanged 46
		SP:Iteration 18Q (81803.760000 sec): 3 clusters
  Score: Raw -330516.907027 + Penalty 2741.553491 = -327775.353536
  nChanged 38
		SP:Iteration 19Q (81803.910000 sec): 3 clusters
  Score: Raw -330531.673402 + Penalty 2741.553491 = -327790.119912
  nChanged 41
		SP:Iteration 20F (81804.140000 sec): 3 clusters
  Score: Raw -330545.988684 + Penalty 2741.553491 = -327804.435193
  nChanged 28
		SP:Iteration 21Q (81804.270000 sec): 3 clusters
  Score: Raw -330557.961937 + Penalty 2741.553491 = -327816.408446
  nChanged 30
		SP:Iteration 22Q (81804.450000 sec): 3 clusters
  Score: Raw -330574.789872 + Penalty 2741.553491 = -327833.236382
  nChanged 43
		SP:Iteration 23Q (81804.630000 sec): 3 clusters
  Score: Raw -330593.533369 + Penalty 2741.553491 = -327851.979879
  nChanged 39
		SP:Iteration 24Q (81804.800000 sec): 3 clusters
  Score: Raw -330607.062506 + Penalty 2741.553491 = -327865.509015
  nChanged 35
		SP:Iteration 25Q (81804.970000 sec): 3 clusters
  Score: Raw -330620.851104 + Penalty 2741.553491 = -327879.297613
  nChanged 46
		SP:Iteration 26Q (81805.150000 sec): 3 clusters
  Score: Raw -330641.185191 + Penalty 2741.553491 = -327899.631700
  nChanged 39
		SP:Iteration 27Q (81805.330000 sec): 3 clusters
  Score: Raw -330653.907407 + Penalty 2741.553491 = -327912.353916
  nChanged 27
		SP:Iteration 28Q (81805.500000 sec): 3 clusters
  Score: Raw -330662.967192 + Penalty 2741.553491 = -327921.413701
  nChanged 28
		SP:Iteration 29Q (81805.680000 sec): 3 clusters
  Score: Raw -330672.360520 + Penalty 2741.553491 = -327930.807029
  nChanged 22
		SP:Iteration 30Q (81805.850000 sec): 3 clusters
  Score: Raw -330677.963047 + Penalty 2741.553491 = -327936.409556
  nChanged 12
		SP:Iteration 31Q (81806.030000 sec): 3 clusters
  Score: Raw -330680.596945 + Penalty 2741.553491 = -327939.043454
  nChanged 10
		SP:Iteration 32Q (81806.210000 sec): 3 clusters
  Score: Raw -330682.329467 + Penalty 2741.553491 = -327940.775977
  nChanged 8
		SP:Iteration 33Q (81806.380000 sec): 3 clusters
  Score: Raw -330684.038021 + Penalty 2741.553491 = -327942.484530
  nChanged 6
		SP:Iteration 34Q (81806.550000 sec): 3 clusters
  Score: Raw -330685.506734 + Penalty 2741.553491 = -327943.953243
  nChanged 7
		SP:Iteration 35Q (81806.730000 sec): 3 clusters
  Score: Raw -330687.434857 + Penalty 2741.553491 = -327945.881367
  nChanged 5
		SP:Iteration 36Q (81806.910000 sec): 3 clusters
  Score: Raw -330688.460618 + Penalty 2741.553491 = -327946.907127
  nChanged 7
		SP:Iteration 37Q (81807.080000 sec): 3 clusters
  Score: Raw -330689.470285 + Penalty 2741.553491 = -327947.916794
  nChanged 4
		SP:Iteration 38Q (81807.260000 sec): 3 clusters
  Score: Raw -330690.734850 + Penalty 2741.553491 = -327949.181359
  nChanged 5
		SP:Iteration 39Q (81807.430000 sec): 3 clusters
  Score: Raw -330692.211779 + Penalty 2741.553491 = -327950.658288
  nChanged 4
		SP:Iteration 40F (81807.610000 sec): 3 clusters
  Score: Raw -330692.839379 + Penalty 2741.553491 = -327951.285888
  nChanged 2
		SP:Iteration 41Q (81807.790000 sec): 3 clusters
  Score: Raw -330693.327944 + Penalty 2741.553491 = -327951.774453
  nChanged 1
		SP:Iteration 42Q (81807.960000 sec): 3 clusters
  Score: Raw -330693.547641 + Penalty 2741.553491 = -327951.994150
  nChanged 5
		SP:Iteration 43Q (81808.150000 sec): 3 clusters
  Score: Raw -330694.742200 + Penalty 2741.553491 = -327953.188709
  nChanged 5
		SP:Iteration 44Q (81808.350000 sec): 3 clusters
  Score: Raw -330695.866761 + Penalty 2741.553491 = -327954.313270
  nChanged 3
		SP:Iteration 45Q (81808.490000 sec): 3 clusters
  Score: Raw -330696.488258 + Penalty 2741.553491 = -327954.934767
  nChanged 2
		SP:Iteration 46Q (81808.710000 sec): 3 clusters
  Score: Raw -330696.676670 + Penalty 2741.553491 = -327955.123179
  nChanged 1
		SP:Iteration 47Q (81808.840000 sec): 3 clusters
  Score: Raw -330696.857120 + Penalty 2741.553491 = -327955.303629
  nChanged 2
		SP:Iteration 48Q (81809.000000 sec): 3 clusters
  Score: Raw -330697.061586 + Penalty 2741.553491 = -327955.508095
  nChanged 0
		SP:Iteration 49F (81809.160000 sec): 3 clusters
  Score: Raw -330697.061586 + Penalty 2741.553491 = -327955.508095
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 81 (4687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81809.280000 sec): 2 clusters
  Score: Raw -398667.868759 + Penalty 1373.539050 = -397294.329709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81809.440000 sec): 3 clusters
  Score: Raw -396320.636270 + Penalty 2747.078099 = -393573.558170
  nChanged 1876
		SP:Iteration 1F (81809.600000 sec): 3 clusters
  Score: Raw -397620.938707 + Penalty 2747.078099 = -394873.860608
  nChanged 476
		SP:Iteration 2F (81809.760000 sec): 3 clusters
  Score: Raw -398084.997152 + Penalty 2747.078099 = -395337.919053
  nChanged 375
		SP:Iteration 3F (81809.920000 sec): 3 clusters
  Score: Raw -398399.187472 + Penalty 2747.078099 = -395652.109372
  nChanged 288
		SP:Iteration 4F (81810.080000 sec): 3 clusters
  Score: Raw -398631.694434 + Penalty 2747.078099 = -395884.616334
  nChanged 243
		SP:Iteration 5F (81810.240000 sec): 3 clusters
  Score: Raw -398829.727141 + Penalty 2747.078099 = -396082.649042
  nChanged 196
		SP:Iteration 6Q (81810.400000 sec): 3 clusters
  Score: Raw -398975.443042 + Penalty 2747.078099 = -396228.364943
  nChanged 172
		SP:Iteration 7Q (81810.560000 sec): 3 clusters
  Score: Raw -399103.791844 + Penalty 2747.078099 = -396356.713744
  nChanged 130
		SP:Iteration 8Q (81810.720000 sec): 3 clusters
  Score: Raw -399185.779058 + Penalty 2747.078099 = -396438.700959
  nChanged 91
		SP:Iteration 9Q (81810.880000 sec): 3 clusters
  Score: Raw -399242.194056 + Penalty 2747.078099 = -396495.115956
  nChanged 90
		SP:Iteration 10Q (81811.040000 sec): 3 clusters
  Score: Raw -399281.122648 + Penalty 2747.078099 = -396534.044549
  nChanged 61
		SP:Iteration 11Q (81811.200000 sec): 3 clusters
  Score: Raw -399314.051876 + Penalty 2747.078099 = -396566.973777
  nChanged 54
		SP:Iteration 12Q (81811.360000 sec): 3 clusters
  Score: Raw -399358.388282 + Penalty 2747.078099 = -396611.310183
  nChanged 53
		SP:Iteration 13Q (81811.520000 sec): 3 clusters
  Score: Raw -399396.003493 + Penalty 2747.078099 = -396648.925394
  nChanged 50
		SP:Iteration 14Q (81811.680000 sec): 3 clusters
  Score: Raw -399433.529162 + Penalty 2747.078099 = -396686.451063
  nChanged 50
		SP:Iteration 15Q (81811.840000 sec): 3 clusters
  Score: Raw -399461.070267 + Penalty 2747.078099 = -396713.992168
  nChanged 40
		SP:Iteration 16Q (81812.000000 sec): 3 clusters
  Score: Raw -399474.971512 + Penalty 2747.078099 = -396727.893413
  nChanged 27
		SP:Iteration 17Q (81812.160000 sec): 3 clusters
  Score: Raw -399485.146873 + Penalty 2747.078099 = -396738.068774
  nChanged 18
		SP:Iteration 18Q (81812.320000 sec): 3 clusters
  Score: Raw -399493.820336 + Penalty 2747.078099 = -396746.742237
  nChanged 19
		SP:Iteration 19Q (81812.480000 sec): 3 clusters
  Score: Raw -399503.762590 + Penalty 2747.078099 = -396756.684491
  nChanged 20
		SP:Iteration 20F (81812.660000 sec): 3 clusters
  Score: Raw -399513.764423 + Penalty 2747.078099 = -396766.686324
  nChanged 19
		SP:Iteration 21Q (81812.830000 sec): 3 clusters
  Score: Raw -399524.863864 + Penalty 2747.078099 = -396777.785764
  nChanged 15
		SP:Iteration 22Q (81813.010000 sec): 3 clusters
  Score: Raw -399529.474345 + Penalty 2747.078099 = -396782.396246
  nChanged 10
		SP:Iteration 23Q (81813.180000 sec): 3 clusters
  Score: Raw -399534.266434 + Penalty 2747.078099 = -396787.188334
  nChanged 10
		SP:Iteration 24Q (81813.360000 sec): 3 clusters
  Score: Raw -399537.853838 + Penalty 2747.078099 = -396790.775739
  nChanged 7
		SP:Iteration 25Q (81813.540000 sec): 3 clusters
  Score: Raw -399539.959510 + Penalty 2747.078099 = -396792.881410
  nChanged 7
		SP:Iteration 26Q (81813.710000 sec): 3 clusters
  Score: Raw -399543.339737 + Penalty 2747.078099 = -396796.261637
  nChanged 8
		SP:Iteration 27Q (81813.880000 sec): 3 clusters
  Score: Raw -399546.998948 + Penalty 2747.078099 = -396799.920849
  nChanged 8
		SP:Iteration 28Q (81814.060000 sec): 3 clusters
  Score: Raw -399549.960510 + Penalty 2747.078099 = -396802.882411
  nChanged 9
		SP:Iteration 29Q (81814.240000 sec): 3 clusters
  Score: Raw -399552.222732 + Penalty 2747.078099 = -396805.144633
  nChanged 8
		SP:Iteration 30Q (81814.410000 sec): 3 clusters
  Score: Raw -399554.263925 + Penalty 2747.078099 = -396807.185826
  nChanged 7
		SP:Iteration 31Q (81814.590000 sec): 3 clusters
  Score: Raw -399557.443662 + Penalty 2747.078099 = -396810.365563
  nChanged 6
		SP:Iteration 32Q (81814.760000 sec): 3 clusters
  Score: Raw -399559.051367 + Penalty 2747.078099 = -396811.973268
  nChanged 6
		SP:Iteration 33Q (81814.940000 sec): 3 clusters
  Score: Raw -399560.300298 + Penalty 2747.078099 = -396813.222198
  nChanged 1
		SP:Iteration 34Q (81815.110000 sec): 3 clusters
  Score: Raw -399560.423935 + Penalty 2747.078099 = -396813.345836
  nChanged 1
		SP:Iteration 35Q (81815.290000 sec): 3 clusters
  Score: Raw -399560.905209 + Penalty 2747.078099 = -396813.827110
  nChanged 2
		SP:Iteration 36Q (81815.500000 sec): 3 clusters
  Score: Raw -399561.779723 + Penalty 2747.078099 = -396814.701623
  nChanged 7
		SP:Iteration 37Q (81815.680000 sec): 3 clusters
  Score: Raw -399564.216348 + Penalty 2747.078099 = -396817.138249
  nChanged 4
		SP:Iteration 38Q (81815.860000 sec): 3 clusters
  Score: Raw -399565.029704 + Penalty 2747.078099 = -396817.951605
  nChanged 2
		SP:Iteration 39Q (81816.030000 sec): 3 clusters
  Score: Raw -399565.771098 + Penalty 2747.078099 = -396818.692998
  nChanged 3
		SP:Iteration 40F (81816.210000 sec): 3 clusters
  Score: Raw -399567.802067 + Penalty 2747.078099 = -396820.723967
  nChanged 5
		SP:Iteration 41Q (81816.380000 sec): 3 clusters
  Score: Raw -399570.705753 + Penalty 2747.078099 = -396823.627654
  nChanged 3
		SP:Iteration 42Q (81816.560000 sec): 3 clusters
  Score: Raw -399571.412195 + Penalty 2747.078099 = -396824.334096
  nChanged 3
		SP:Iteration 43Q (81816.730000 sec): 3 clusters
  Score: Raw -399572.093592 + Penalty 2747.078099 = -396825.015493
  nChanged 1
		SP:Iteration 44Q (81816.910000 sec): 3 clusters
  Score: Raw -399572.215423 + Penalty 2747.078099 = -396825.137324
  nChanged 0
		SP:Iteration 45F (81817.080000 sec): 3 clusters
  Score: Raw -399572.215423 + Penalty 2747.078099 = -396825.137324
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 82 (4300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81817.220000 sec): 2 clusters
  Score: Raw -387625.223829 + Penalty 1359.535174 = -386265.688655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81817.400000 sec): 3 clusters
  Score: Raw -385419.639753 + Penalty 2719.070348 = -382700.569405
  nChanged 1732
		SP:Iteration 1F (81817.580000 sec): 3 clusters
  Score: Raw -386430.607507 + Penalty 2719.070348 = -383711.537159
  nChanged 352
		SP:Iteration 2F (81817.760000 sec): 3 clusters
  Score: Raw -386691.684791 + Penalty 2719.070348 = -383972.614443
  nChanged 281
		SP:Iteration 3F (81817.930000 sec): 3 clusters
  Score: Raw -386864.883877 + Penalty 2719.070348 = -384145.813529
  nChanged 242
		SP:Iteration 4F (81818.110000 sec): 3 clusters
  Score: Raw -387004.042200 + Penalty 2719.070348 = -384284.971852
  nChanged 173
		SP:Iteration 5Q (81818.280000 sec): 3 clusters
  Score: Raw -387102.748100 + Penalty 2719.070348 = -384383.677752
  nChanged 166
		SP:Iteration 6Q (81818.460000 sec): 3 clusters
  Score: Raw -387201.142686 + Penalty 2719.070348 = -384482.072338
  nChanged 162
		SP:Iteration 7Q (81818.640000 sec): 3 clusters
  Score: Raw -387304.850030 + Penalty 2719.070348 = -384585.779682
  nChanged 180
		SP:Iteration 8Q (81818.810000 sec): 3 clusters
  Score: Raw -387417.972017 + Penalty 2719.070348 = -384698.901669
  nChanged 144
		SP:Iteration 9Q (81818.990000 sec): 3 clusters
  Score: Raw -387512.026782 + Penalty 2719.070348 = -384792.956434
  nChanged 136
		SP:Iteration 10Q (81819.160000 sec): 3 clusters
  Score: Raw -387602.174332 + Penalty 2719.070348 = -384883.103984
  nChanged 136
		SP:Iteration 11Q (81819.340000 sec): 3 clusters
  Score: Raw -387693.254384 + Penalty 2719.070348 = -384974.184035
  nChanged 118
		SP:Iteration 12Q (81819.560000 sec): 3 clusters
  Score: Raw -387764.268144 + Penalty 2719.070348 = -385045.197796
  nChanged 94
		SP:Iteration 13Q (81819.700000 sec): 3 clusters
  Score: Raw -387824.764606 + Penalty 2719.070348 = -385105.694258
  nChanged 95
		SP:Iteration 14Q (81819.880000 sec): 3 clusters
  Score: Raw -387877.436152 + Penalty 2719.070348 = -385158.365804
  nChanged 87
		SP:Iteration 15Q (81820.060000 sec): 3 clusters
  Score: Raw -387924.093123 + Penalty 2719.070348 = -385205.022775
  nChanged 71
		SP:Iteration 16Q (81820.230000 sec): 3 clusters
  Score: Raw -387960.398938 + Penalty 2719.070348 = -385241.328590
  nChanged 77
		SP:Iteration 17Q (81820.410000 sec): 3 clusters
  Score: Raw -388003.404673 + Penalty 2719.070348 = -385284.334325
  nChanged 77
		SP:Iteration 18Q (81820.580000 sec): 3 clusters
  Score: Raw -388044.849967 + Penalty 2719.070348 = -385325.779619
  nChanged 75
		SP:Iteration 19Q (81820.760000 sec): 3 clusters
  Score: Raw -388086.823065 + Penalty 2719.070348 = -385367.752717
  nChanged 69
		SP:Iteration 20F (81820.930000 sec): 3 clusters
  Score: Raw -388122.282698 + Penalty 2719.070348 = -385403.212350
  nChanged 61
		SP:Iteration 21Q (81821.110000 sec): 3 clusters
  Score: Raw -388158.659168 + Penalty 2719.070348 = -385439.588820
  nChanged 70
		SP:Iteration 22Q (81821.280000 sec): 3 clusters
  Score: Raw -388210.971506 + Penalty 2719.070348 = -385491.901158
  nChanged 75
		SP:Iteration 23Q (81821.460000 sec): 3 clusters
  Score: Raw -388270.010262 + Penalty 2719.070348 = -385550.939914
  nChanged 83
		SP:Iteration 24Q (81821.640000 sec): 3 clusters
  Score: Raw -388330.759529 + Penalty 2719.070348 = -385611.689181
  nChanged 88
		SP:Iteration 25Q (81821.810000 sec): 3 clusters
  Score: Raw -388391.844819 + Penalty 2719.070348 = -385672.774471
  nChanged 61
		SP:Iteration 26Q (81821.990000 sec): 3 clusters
  Score: Raw -388424.462487 + Penalty 2719.070348 = -385705.392139
  nChanged 36
		SP:Iteration 27Q (81822.170000 sec): 3 clusters
  Score: Raw -388437.446142 + Penalty 2719.070348 = -385718.375794
  nChanged 25
		SP:Iteration 28Q (81822.340000 sec): 3 clusters
  Score: Raw -388444.733203 + Penalty 2719.070348 = -385725.662855
  nChanged 19
		SP:Iteration 29Q (81822.520000 sec): 3 clusters
  Score: Raw -388451.331153 + Penalty 2719.070348 = -385732.260805
  nChanged 11
		SP:Iteration 30Q (81822.690000 sec): 3 clusters
  Score: Raw -388453.905258 + Penalty 2719.070348 = -385734.834910
  nChanged 8
		SP:Iteration 31Q (81822.870000 sec): 3 clusters
  Score: Raw -388455.985465 + Penalty 2719.070348 = -385736.915116
  nChanged 8
		SP:Iteration 32Q (81823.100000 sec): 3 clusters
  Score: Raw -388459.102620 + Penalty 2719.070348 = -385740.032272
  nChanged 10
		SP:Iteration 33Q (81823.240000 sec): 3 clusters
  Score: Raw -388461.177655 + Penalty 2719.070348 = -385742.107306
  nChanged 3
		SP:Iteration 34Q (81823.420000 sec): 3 clusters
  Score: Raw -388461.722640 + Penalty 2719.070348 = -385742.652292
  nChanged 2
		SP:Iteration 35Q (81823.590000 sec): 3 clusters
  Score: Raw -388461.957482 + Penalty 2719.070348 = -385742.887134
  nChanged 1
		SP:Iteration 36Q (81823.770000 sec): 3 clusters
  Score: Raw -388462.251576 + Penalty 2719.070348 = -385743.181228
  nChanged 1
		SP:Iteration 37Q (81823.940000 sec): 3 clusters
  Score: Raw -388462.514825 + Penalty 2719.070348 = -385743.444477
  nChanged 1
		SP:Iteration 38Q (81824.120000 sec): 3 clusters
  Score: Raw -388463.009374 + Penalty 2719.070348 = -385743.939026
  nChanged 1
		SP:Iteration 39Q (81824.290000 sec): 3 clusters
  Score: Raw -388463.445729 + Penalty 2719.070348 = -385744.375381
  nChanged 1
		SP:Iteration 40F (81824.470000 sec): 3 clusters
  Score: Raw -388463.715358 + Penalty 2719.070348 = -385744.645010
  nChanged 2
		SP:Iteration 41Q (81824.650000 sec): 3 clusters
  Score: Raw -388464.128323 + Penalty 2719.070348 = -385745.057975
  nChanged 2
		SP:Iteration 42Q (81824.820000 sec): 3 clusters
  Score: Raw -388464.876444 + Penalty 2719.070348 = -385745.806096
  nChanged 3
		SP:Iteration 43Q (81825.000000 sec): 3 clusters
  Score: Raw -388465.744348 + Penalty 2719.070348 = -385746.674000
  nChanged 1
		SP:Iteration 44Q (81825.170000 sec): 3 clusters
  Score: Raw -388465.999719 + Penalty 2719.070348 = -385746.929371
  nChanged 1
		SP:Iteration 45Q (81825.350000 sec): 3 clusters
  Score: Raw -388466.281222 + Penalty 2719.070348 = -385747.210874
  nChanged 1
		SP:Iteration 46Q (81825.530000 sec): 3 clusters
  Score: Raw -388466.513409 + Penalty 2719.070348 = -385747.443061
  nChanged 2
		SP:Iteration 47Q (81825.710000 sec): 3 clusters
  Score: Raw -388467.177677 + Penalty 2719.070348 = -385748.107328
  nChanged 2
		SP:Iteration 48Q (81825.880000 sec): 3 clusters
  Score: Raw -388467.800433 + Penalty 2719.070348 = -385748.730085
  nChanged 0
		SP:Iteration 49F (81826.050000 sec): 3 clusters
  Score: Raw -388467.800433 + Penalty 2719.070348 = -385748.730085
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 83 (4602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81826.180000 sec): 2 clusters
  Score: Raw -451561.446596 + Penalty 1370.565019 = -450190.881577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81826.360000 sec): 3 clusters
  Score: Raw -449233.675831 + Penalty 2741.130038 = -446492.545793
  nChanged 1837
		SP:Iteration 1F (81826.540000 sec): 3 clusters
  Score: Raw -450411.307413 + Penalty 2741.130038 = -447670.177375
  nChanged 390
		SP:Iteration 2F (81826.710000 sec): 3 clusters
  Score: Raw -450739.693895 + Penalty 2741.130038 = -447998.563857
  nChanged 317
		SP:Iteration 3F (81826.890000 sec): 3 clusters
  Score: Raw -450987.285536 + Penalty 2741.130038 = -448246.155498
  nChanged 279
		SP:Iteration 4F (81827.060000 sec): 3 clusters
  Score: Raw -451179.094848 + Penalty 2741.130038 = -448437.964810
  nChanged 202
		SP:Iteration 5Q (81827.230000 sec): 3 clusters
  Score: Raw -451301.765455 + Penalty 2741.130038 = -448560.635417
  nChanged 145
		SP:Iteration 6Q (81827.410000 sec): 3 clusters
  Score: Raw -451378.391891 + Penalty 2741.130038 = -448637.261853
  nChanged 122
		SP:Iteration 7Q (81827.590000 sec): 3 clusters
  Score: Raw -451440.634830 + Penalty 2741.130038 = -448699.504792
  nChanged 98
		SP:Iteration 8Q (81827.760000 sec): 3 clusters
  Score: Raw -451492.017320 + Penalty 2741.130038 = -448750.887282
  nChanged 87
		SP:Iteration 9Q (81827.930000 sec): 3 clusters
  Score: Raw -451532.191165 + Penalty 2741.130038 = -448791.061127
  nChanged 71
		SP:Iteration 10Q (81828.110000 sec): 3 clusters
  Score: Raw -451566.838503 + Penalty 2741.130038 = -448825.708465
  nChanged 54
		SP:Iteration 11Q (81828.290000 sec): 3 clusters
  Score: Raw -451589.576724 + Penalty 2741.130038 = -448848.446686
  nChanged 50
		SP:Iteration 12Q (81828.490000 sec): 3 clusters
  Score: Raw -451614.247684 + Penalty 2741.130038 = -448873.117646
  nChanged 43
		SP:Iteration 13Q (81828.680000 sec): 3 clusters
  Score: Raw -451632.118128 + Penalty 2741.130038 = -448890.988090
  nChanged 33
		SP:Iteration 14Q (81828.860000 sec): 3 clusters
  Score: Raw -451645.022116 + Penalty 2741.130038 = -448903.892078
  nChanged 23
		SP:Iteration 15Q (81829.030000 sec): 3 clusters
  Score: Raw -451655.484691 + Penalty 2741.130038 = -448914.354653
  nChanged 31
		SP:Iteration 16Q (81829.210000 sec): 3 clusters
  Score: Raw -451667.800833 + Penalty 2741.130038 = -448926.670795
  nChanged 32
		SP:Iteration 17Q (81829.380000 sec): 3 clusters
  Score: Raw -451678.593735 + Penalty 2741.130038 = -448937.463698
  nChanged 19
		SP:Iteration 18Q (81829.560000 sec): 3 clusters
  Score: Raw -451684.140646 + Penalty 2741.130038 = -448943.010608
  nChanged 10
		SP:Iteration 19Q (81829.730000 sec): 3 clusters
  Score: Raw -451687.690315 + Penalty 2741.130038 = -448946.560277
  nChanged 12
		SP:Iteration 20F (81829.910000 sec): 3 clusters
  Score: Raw -451690.900445 + Penalty 2741.130038 = -448949.770407
  nChanged 7
		SP:Iteration 21Q (81830.090000 sec): 3 clusters
  Score: Raw -451692.565952 + Penalty 2741.130038 = -448951.435914
  nChanged 7
		SP:Iteration 22Q (81830.260000 sec): 3 clusters
  Score: Raw -451695.011186 + Penalty 2741.130038 = -448953.881148
  nChanged 6
		SP:Iteration 23Q (81830.440000 sec): 3 clusters
  Score: Raw -451696.934859 + Penalty 2741.130038 = -448955.804821
  nChanged 2
		SP:Iteration 24Q (81830.610000 sec): 3 clusters
  Score: Raw -451697.476356 + Penalty 2741.130038 = -448956.346318
  nChanged 2
		SP:Iteration 25Q (81830.790000 sec): 3 clusters
  Score: Raw -451698.160756 + Penalty 2741.130038 = -448957.030718
  nChanged 1
		SP:Iteration 26Q (81830.960000 sec): 3 clusters
  Score: Raw -451698.384691 + Penalty 2741.130038 = -448957.254653
  nChanged 2
		SP:Iteration 27Q (81831.140000 sec): 3 clusters
  Score: Raw -451698.911637 + Penalty 2741.130038 = -448957.781599
  nChanged 2
		SP:Iteration 28Q (81831.310000 sec): 3 clusters
  Score: Raw -451699.754807 + Penalty 2741.130038 = -448958.624769
  nChanged 3
		SP:Iteration 29Q (81831.490000 sec): 3 clusters
  Score: Raw -451700.893033 + Penalty 2741.130038 = -448959.762996
  nChanged 4
		SP:Iteration 30Q (81831.670000 sec): 3 clusters
  Score: Raw -451701.824598 + Penalty 2741.130038 = -448960.694560
  nChanged 6
		SP:Iteration 31Q (81831.840000 sec): 3 clusters
  Score: Raw -451703.661014 + Penalty 2741.130038 = -448962.530976
  nChanged 1
		SP:Iteration 32Q (81832.020000 sec): 3 clusters
  Score: Raw -451703.806009 + Penalty 2741.130038 = -448962.675971
  nChanged 0
		SP:Iteration 33F (81832.190000 sec): 3 clusters
  Score: Raw -451703.806009 + Penalty 2741.130038 = -448962.675971
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 84 (7588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81832.320000 sec): 2 clusters
  Score: Raw -715515.328053 + Penalty 1451.827541 = -714063.500511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81832.530000 sec): 3 clusters
  Score: Raw -711305.269629 + Penalty 2903.655083 = -708401.614547
  nChanged 3220
		SP:Iteration 1F (81832.730000 sec): 3 clusters
  Score: Raw -713093.524513 + Penalty 2903.655083 = -710189.869431
  nChanged 532
		SP:Iteration 2F (81832.930000 sec): 3 clusters
  Score: Raw -713339.113489 + Penalty 2903.655083 = -710435.458406
  nChanged 390
		SP:Iteration 3F (81833.130000 sec): 3 clusters
  Score: Raw -713513.043998 + Penalty 2903.655083 = -710609.388915
  nChanged 307
		SP:Iteration 4Q (81833.330000 sec): 3 clusters
  Score: Raw -713634.928919 + Penalty 2903.655083 = -710731.273836
  nChanged 269
		SP:Iteration 5Q (81833.530000 sec): 3 clusters
  Score: Raw -713741.941437 + Penalty 2903.655083 = -710838.286355
  nChanged 215
		SP:Iteration 6Q (81833.730000 sec): 3 clusters
  Score: Raw -713821.999315 + Penalty 2903.655083 = -710918.344232
  nChanged 211
		SP:Iteration 7Q (81833.930000 sec): 3 clusters
  Score: Raw -713900.934527 + Penalty 2903.655083 = -710997.279445
  nChanged 199
		SP:Iteration 8Q (81834.130000 sec): 3 clusters
  Score: Raw -713982.270533 + Penalty 2903.655083 = -711078.615450
  nChanged 216
		SP:Iteration 9Q (81834.330000 sec): 3 clusters
  Score: Raw -714079.337744 + Penalty 2903.655083 = -711175.682661
  nChanged 244
		SP:Iteration 10Q (81834.520000 sec): 3 clusters
  Score: Raw -714191.866260 + Penalty 2903.655083 = -711288.211177
  nChanged 244
		SP:Iteration 11Q (81834.720000 sec): 3 clusters
  Score: Raw -714309.816502 + Penalty 2903.655083 = -711406.161419
  nChanged 255
		SP:Iteration 12Q (81834.920000 sec): 3 clusters
  Score: Raw -714440.980509 + Penalty 2903.655083 = -711537.325427
  nChanged 269
		SP:Iteration 13Q (81835.120000 sec): 3 clusters
  Score: Raw -714592.817220 + Penalty 2903.655083 = -711689.162138
  nChanged 266
		SP:Iteration 14Q (81835.320000 sec): 3 clusters
  Score: Raw -714751.039557 + Penalty 2903.655083 = -711847.384474
  nChanged 251
		SP:Iteration 15Q (81835.520000 sec): 3 clusters
  Score: Raw -714908.851529 + Penalty 2903.655083 = -712005.196446
  nChanged 230
		SP:Iteration 16Q (81835.720000 sec): 3 clusters
  Score: Raw -715053.094462 + Penalty 2903.655083 = -712149.439379
  nChanged 186
		SP:Iteration 17Q (81835.920000 sec): 3 clusters
  Score: Raw -715177.199837 + Penalty 2903.655083 = -712273.544754
  nChanged 173
		SP:Iteration 18Q (81836.120000 sec): 3 clusters
  Score: Raw -715305.194297 + Penalty 2903.655083 = -712401.539215
  nChanged 141
		SP:Iteration 19Q (81836.320000 sec): 3 clusters
  Score: Raw -715414.189576 + Penalty 2903.655083 = -712510.534494
  nChanged 107
		SP:Iteration 20F (81836.520000 sec): 3 clusters
  Score: Raw -715505.049825 + Penalty 2903.655083 = -712601.394742
  nChanged 77
		SP:Iteration 21Q (81836.720000 sec): 3 clusters
  Score: Raw -715576.681467 + Penalty 2903.655083 = -712673.026385
  nChanged 59
		SP:Iteration 22Q (81836.920000 sec): 3 clusters
  Score: Raw -715645.721910 + Penalty 2903.655083 = -712742.066828
  nChanged 35
		SP:Iteration 23Q (81837.190000 sec): 3 clusters
  Score: Raw -715685.834171 + Penalty 2903.655083 = -712782.179089
  nChanged 21
		SP:Iteration 24Q (81837.360000 sec): 3 clusters
  Score: Raw -715711.822621 + Penalty 2903.655083 = -712808.167538
  nChanged 15
		SP:Iteration 25Q (81837.540000 sec): 3 clusters
  Score: Raw -715724.808819 + Penalty 2903.655083 = -712821.153737
  nChanged 10
		SP:Iteration 26Q (81837.720000 sec): 3 clusters
  Score: Raw -715732.876379 + Penalty 2903.655083 = -712829.221297
  nChanged 5
		SP:Iteration 27Q (81837.830000 sec): 3 clusters
  Score: Raw -715738.207815 + Penalty 2903.655083 = -712834.552732
  nChanged 7
		SP:Iteration 28Q (81837.950000 sec): 3 clusters
  Score: Raw -715744.467434 + Penalty 2903.655083 = -712840.812352
  nChanged 4
		SP:Iteration 29Q (81838.050000 sec): 3 clusters
  Score: Raw -715748.606458 + Penalty 2903.655083 = -712844.951375
  nChanged 4
		SP:Iteration 30Q (81838.170000 sec): 3 clusters
  Score: Raw -715752.604275 + Penalty 2903.655083 = -712848.949193
  nChanged 1
		SP:Iteration 31Q (81838.280000 sec): 3 clusters
  Score: Raw -715753.500836 + Penalty 2903.655083 = -712849.845753
  nChanged 2
		SP:Iteration 32Q (81838.390000 sec): 3 clusters
  Score: Raw -715754.505802 + Penalty 2903.655083 = -712850.850719
  nChanged 0
		SP:Iteration 33F (81838.510000 sec): 3 clusters
  Score: Raw -715754.505802 + Penalty 2903.655083 = -712850.850719
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 85 (2926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81838.630000 sec): 2 clusters
  Score: Raw -228266.112247 + Penalty 1296.976132 = -226969.136115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81838.790000 sec): 3 clusters
  Score: Raw -226904.681980 + Penalty 2593.952264 = -224310.729716
  nChanged 1146
		SP:Iteration 1F (81838.970000 sec): 3 clusters
  Score: Raw -227674.464011 + Penalty 2593.952264 = -225080.511747
  nChanged 250
		SP:Iteration 2F (81839.140000 sec): 3 clusters
  Score: Raw -227855.197524 + Penalty 2593.952264 = -225261.245260
  nChanged 177
		SP:Iteration 3F (81839.320000 sec): 3 clusters
  Score: Raw -227990.208615 + Penalty 2593.952264 = -225396.256351
  nChanged 132
		SP:Iteration 4Q (81839.490000 sec): 3 clusters
  Score: Raw -228073.900145 + Penalty 2593.952264 = -225479.947881
  nChanged 98
		SP:Iteration 5Q (81839.670000 sec): 3 clusters
  Score: Raw -228134.606407 + Penalty 2593.952264 = -225540.654143
  nChanged 96
		SP:Iteration 6Q (81839.850000 sec): 3 clusters
  Score: Raw -228191.921116 + Penalty 2593.952264 = -225597.968852
  nChanged 68
		SP:Iteration 7Q (81840.020000 sec): 3 clusters
  Score: Raw -228226.229303 + Penalty 2593.952264 = -225632.277039
  nChanged 50
		SP:Iteration 8Q (81840.200000 sec): 3 clusters
  Score: Raw -228251.352762 + Penalty 2593.952264 = -225657.400498
  nChanged 41
		SP:Iteration 9Q (81840.370000 sec): 3 clusters
  Score: Raw -228270.300993 + Penalty 2593.952264 = -225676.348729
  nChanged 34
		SP:Iteration 10Q (81840.550000 sec): 3 clusters
  Score: Raw -228288.835639 + Penalty 2593.952264 = -225694.883375
  nChanged 38
		SP:Iteration 11Q (81840.730000 sec): 3 clusters
  Score: Raw -228309.351327 + Penalty 2593.952264 = -225715.399063
  nChanged 35
		SP:Iteration 12Q (81840.900000 sec): 3 clusters
  Score: Raw -228329.123258 + Penalty 2593.952264 = -225735.170994
  nChanged 25
		SP:Iteration 13Q (81841.080000 sec): 3 clusters
  Score: Raw -228341.977779 + Penalty 2593.952264 = -225748.025515
  nChanged 26
		SP:Iteration 14Q (81841.250000 sec): 3 clusters
  Score: Raw -228355.253326 + Penalty 2593.952264 = -225761.301062
  nChanged 26
		SP:Iteration 15Q (81841.430000 sec): 3 clusters
  Score: Raw -228372.725430 + Penalty 2593.952264 = -225778.773166
  nChanged 24
		SP:Iteration 16Q (81841.600000 sec): 3 clusters
  Score: Raw -228388.353817 + Penalty 2593.952264 = -225794.401553
  nChanged 26
		SP:Iteration 17Q (81841.780000 sec): 3 clusters
  Score: Raw -228404.193199 + Penalty 2593.952264 = -225810.240935
  nChanged 23
		SP:Iteration 18Q (81841.950000 sec): 3 clusters
  Score: Raw -228414.316148 + Penalty 2593.952264 = -225820.363884
  nChanged 14
		SP:Iteration 19Q (81842.130000 sec): 3 clusters
  Score: Raw -228419.759210 + Penalty 2593.952264 = -225825.806946
  nChanged 12
		SP:Iteration 20F (81842.310000 sec): 3 clusters
  Score: Raw -228427.021282 + Penalty 2593.952264 = -225833.069018
  nChanged 8
		SP:Iteration 21Q (81842.480000 sec): 3 clusters
  Score: Raw -228431.153223 + Penalty 2593.952264 = -225837.200959
  nChanged 5
		SP:Iteration 22Q (81842.660000 sec): 3 clusters
  Score: Raw -228435.908466 + Penalty 2593.952264 = -225841.956201
  nChanged 10
		SP:Iteration 23Q (81842.770000 sec): 3 clusters
  Score: Raw -228443.304740 + Penalty 2593.952264 = -225849.352476
  nChanged 12
		SP:Iteration 24Q (81842.840000 sec): 3 clusters
  Score: Raw -228449.291970 + Penalty 2593.952264 = -225855.339706
  nChanged 12
		SP:Iteration 25Q (81842.890000 sec): 3 clusters
  Score: Raw -228454.581684 + Penalty 2593.952264 = -225860.629420
  nChanged 10
		SP:Iteration 26Q (81842.950000 sec): 3 clusters
  Score: Raw -228459.107629 + Penalty 2593.952264 = -225865.155365
  nChanged 7
		SP:Iteration 27Q (81843.010000 sec): 3 clusters
  Score: Raw -228461.613132 + Penalty 2593.952264 = -225867.660868
  nChanged 7
		SP:Iteration 28Q (81843.070000 sec): 3 clusters
  Score: Raw -228464.817820 + Penalty 2593.952264 = -225870.865556
  nChanged 3
		SP:Iteration 29Q (81843.130000 sec): 3 clusters
  Score: Raw -228465.887029 + Penalty 2593.952264 = -225871.934765
  nChanged 3
		SP:Iteration 30Q (81843.190000 sec): 3 clusters
  Score: Raw -228466.522486 + Penalty 2593.952264 = -225872.570222
  nChanged 1
		SP:Iteration 31Q (81843.250000 sec): 3 clusters
  Score: Raw -228466.611084 + Penalty 2593.952264 = -225872.658820
  nChanged 1
		SP:Iteration 32Q (81843.310000 sec): 3 clusters
  Score: Raw -228466.822430 + Penalty 2593.952264 = -225872.870166
  nChanged 1
		SP:Iteration 33Q (81843.370000 sec): 3 clusters
  Score: Raw -228466.896238 + Penalty 2593.952264 = -225872.943974
  nChanged 0
		SP:Iteration 34F (81843.430000 sec): 3 clusters
  Score: Raw -228466.896238 + Penalty 2593.952264 = -225872.943974
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 86 (558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81843.470000 sec): 2 clusters
  Score: Raw -35272.486840 + Penalty 1027.708331 = -34244.778508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81843.490000 sec): 3 clusters
  Score: Raw -35245.996167 + Penalty 2055.416663 = -33190.579505
  nChanged 141
		SP:Iteration 1F (81843.510000 sec): 3 clusters
  Score: Raw -35555.687179 + Penalty 2055.416663 = -33500.270516
  nChanged 47
		SP:Iteration 2F (81843.530000 sec): 3 clusters
  Score: Raw -35661.104764 + Penalty 2055.416663 = -33605.688102
  nChanged 29
		SP:Iteration 3F (81843.540000 sec): 3 clusters
  Score: Raw -35727.760680 + Penalty 2055.416663 = -33672.344017
  nChanged 11
		SP:Iteration 4Q (81843.560000 sec): 3 clusters
  Score: Raw -35755.622350 + Penalty 2055.416663 = -33700.205688
  nChanged 5
		SP:Iteration 5Q (81843.570000 sec): 3 clusters
  Score: Raw -35770.543358 + Penalty 2055.416663 = -33715.126695
  nChanged 4
		SP:Iteration 6Q (81843.590000 sec): 3 clusters
  Score: Raw -35786.801269 + Penalty 2055.416663 = -33731.384606
  nChanged 4
		SP:Iteration 7Q (81843.610000 sec): 3 clusters
  Score: Raw -35796.158128 + Penalty 2055.416663 = -33740.741466
  nChanged 4
		SP:Iteration 8Q (81843.630000 sec): 3 clusters
  Score: Raw -35806.962154 + Penalty 2055.416663 = -33751.545492
  nChanged 1
		SP:Iteration 9Q (81843.640000 sec): 3 clusters
  Score: Raw -35808.000865 + Penalty 2055.416663 = -33752.584202
  nChanged 1
		SP:Iteration 10Q (81843.660000 sec): 3 clusters
  Score: Raw -35812.743059 + Penalty 2055.416663 = -33757.326396
  nChanged 2
		SP:Iteration 11Q (81843.670000 sec): 3 clusters
  Score: Raw -35827.030397 + Penalty 2055.416663 = -33771.613734
  nChanged 2
		SP:Iteration 12Q (81843.690000 sec): 3 clusters
  Score: Raw -35835.458070 + Penalty 2055.416663 = -33780.041407
  nChanged 2
		SP:Iteration 13Q (81843.710000 sec): 3 clusters
  Score: Raw -35843.395835 + Penalty 2055.416663 = -33787.979172
  nChanged 3
		SP:Iteration 14Q (81843.720000 sec): 3 clusters
  Score: Raw -35850.375052 + Penalty 2055.416663 = -33794.958390
  nChanged 2
		SP:Iteration 15Q (81843.740000 sec): 3 clusters
  Score: Raw -35852.767730 + Penalty 2055.416663 = -33797.351067
  nChanged 2
		SP:Iteration 16Q (81843.750000 sec): 3 clusters
  Score: Raw -35855.877133 + Penalty 2055.416663 = -33800.460470
  nChanged 4
		SP:Iteration 17Q (81843.770000 sec): 3 clusters
  Score: Raw -35864.509921 + Penalty 2055.416663 = -33809.093258
  nChanged 4
		SP:Iteration 18Q (81843.790000 sec): 3 clusters
  Score: Raw -35874.008499 + Penalty 2055.416663 = -33818.591836
  nChanged 4
		SP:Iteration 19Q (81843.800000 sec): 3 clusters
  Score: Raw -35883.955627 + Penalty 2055.416663 = -33828.538964
  nChanged 2
		SP:Iteration 20F (81843.820000 sec): 3 clusters
  Score: Raw -35889.513129 + Penalty 2055.416663 = -33834.096466
  nChanged 2
		SP:Iteration 21Q (81843.830000 sec): 3 clusters
  Score: Raw -35894.493362 + Penalty 2055.416663 = -33839.076699
  nChanged 2
		SP:Iteration 22Q (81843.850000 sec): 3 clusters
  Score: Raw -35897.869495 + Penalty 2055.416663 = -33842.452832
  nChanged 1
		SP:Iteration 23Q (81843.870000 sec): 3 clusters
  Score: Raw -35899.992014 + Penalty 2055.416663 = -33844.575351
  nChanged 1
		SP:Iteration 24Q (81843.880000 sec): 3 clusters
  Score: Raw -35902.801048 + Penalty 2055.416663 = -33847.384385
  nChanged 1
		SP:Iteration 25Q (81843.900000 sec): 3 clusters
  Score: Raw -35906.380041 + Penalty 2055.416663 = -33850.963378
  nChanged 0
		SP:Iteration 26F (81843.910000 sec): 3 clusters
  Score: Raw -35906.380041 + Penalty 2055.416663 = -33850.963378
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 87 (2153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81843.980000 sec): 2 clusters
  Score: Raw -171865.691699 + Penalty 1247.125343 = -170618.566356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81844.020000 sec): 3 clusters
  Score: Raw -170967.715875 + Penalty 2494.250687 = -168473.465189
  nChanged 732
		SP:Iteration 1F (81844.060000 sec): 3 clusters
  Score: Raw -171519.112162 + Penalty 2494.250687 = -169024.861476
  nChanged 172
		SP:Iteration 2F (81844.110000 sec): 3 clusters
  Score: Raw -171644.661374 + Penalty 2494.250687 = -169150.410687
  nChanged 107
		SP:Iteration 3Q (81844.150000 sec): 3 clusters
  Score: Raw -171721.680674 + Penalty 2494.250687 = -169227.429987
  nChanged 75
		SP:Iteration 4Q (81844.190000 sec): 3 clusters
  Score: Raw -171777.521616 + Penalty 2494.250687 = -169283.270930
  nChanged 64
		SP:Iteration 5Q (81844.230000 sec): 3 clusters
  Score: Raw -171827.196341 + Penalty 2494.250687 = -169332.945654
  nChanged 59
		SP:Iteration 6Q (81844.280000 sec): 3 clusters
  Score: Raw -171869.519397 + Penalty 2494.250687 = -169375.268710
  nChanged 47
		SP:Iteration 7Q (81844.320000 sec): 3 clusters
  Score: Raw -171895.649948 + Penalty 2494.250687 = -169401.399261
  nChanged 31
		SP:Iteration 8Q (81844.360000 sec): 3 clusters
  Score: Raw -171914.946966 + Penalty 2494.250687 = -169420.696280
  nChanged 28
		SP:Iteration 9Q (81844.410000 sec): 3 clusters
  Score: Raw -171931.252893 + Penalty 2494.250687 = -169437.002207
  nChanged 24
		SP:Iteration 10Q (81844.450000 sec): 3 clusters
  Score: Raw -171943.021954 + Penalty 2494.250687 = -169448.771267
  nChanged 25
		SP:Iteration 11Q (81844.490000 sec): 3 clusters
  Score: Raw -171957.571590 + Penalty 2494.250687 = -169463.320903
  nChanged 27
		SP:Iteration 12Q (81844.530000 sec): 3 clusters
  Score: Raw -171974.217627 + Penalty 2494.250687 = -169479.966941
  nChanged 18
		SP:Iteration 13Q (81844.580000 sec): 3 clusters
  Score: Raw -171983.240575 + Penalty 2494.250687 = -169488.989888
  nChanged 17
		SP:Iteration 14Q (81844.620000 sec): 3 clusters
  Score: Raw -171991.585822 + Penalty 2494.250687 = -169497.335135
  nChanged 24
		SP:Iteration 15Q (81844.660000 sec): 3 clusters
  Score: Raw -172005.157262 + Penalty 2494.250687 = -169510.906576
  nChanged 23
		SP:Iteration 16Q (81844.710000 sec): 3 clusters
  Score: Raw -172019.141669 + Penalty 2494.250687 = -169524.890982
  nChanged 23
		SP:Iteration 17Q (81844.750000 sec): 3 clusters
  Score: Raw -172034.964253 + Penalty 2494.250687 = -169540.713566
  nChanged 24
		SP:Iteration 18Q (81844.790000 sec): 3 clusters
  Score: Raw -172049.667053 + Penalty 2494.250687 = -169555.416366
  nChanged 17
		SP:Iteration 19Q (81844.830000 sec): 3 clusters
  Score: Raw -172060.019441 + Penalty 2494.250687 = -169565.768754
  nChanged 16
		SP:Iteration 20F (81844.870000 sec): 3 clusters
  Score: Raw -172069.352881 + Penalty 2494.250687 = -169575.102194
  nChanged 14
		SP:Iteration 21Q (81844.920000 sec): 3 clusters
  Score: Raw -172076.215890 + Penalty 2494.250687 = -169581.965203
  nChanged 10
		SP:Iteration 22Q (81844.960000 sec): 3 clusters
  Score: Raw -172083.851482 + Penalty 2494.250687 = -169589.600795
  nChanged 12
		SP:Iteration 23Q (81845.000000 sec): 3 clusters
  Score: Raw -172093.607910 + Penalty 2494.250687 = -169599.357224
  nChanged 12
		SP:Iteration 24Q (81845.050000 sec): 3 clusters
  Score: Raw -172100.861230 + Penalty 2494.250687 = -169606.610543
  nChanged 9
		SP:Iteration 25Q (81845.090000 sec): 3 clusters
  Score: Raw -172107.562845 + Penalty 2494.250687 = -169613.312158
  nChanged 6
		SP:Iteration 26Q (81845.130000 sec): 3 clusters
  Score: Raw -172110.224359 + Penalty 2494.250687 = -169615.973673
  nChanged 4
		SP:Iteration 27Q (81845.170000 sec): 3 clusters
  Score: Raw -172112.574748 + Penalty 2494.250687 = -169618.324061
  nChanged 3
		SP:Iteration 28Q (81845.210000 sec): 3 clusters
  Score: Raw -172113.451997 + Penalty 2494.250687 = -169619.201310
  nChanged 1
		SP:Iteration 29Q (81845.260000 sec): 3 clusters
  Score: Raw -172113.574975 + Penalty 2494.250687 = -169619.324288
  nChanged 0
		SP:Iteration 30F (81845.300000 sec): 3 clusters
  Score: Raw -172113.574975 + Penalty 2494.250687 = -169619.324288
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 88 (3334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81845.390000 sec): 2 clusters
  Score: Raw -265397.694192 + Penalty 1318.188310 = -264079.505882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81845.570000 sec): 3 clusters
  Score: Raw -263809.415947 + Penalty 2636.376621 = -261173.039327
  nChanged 1297
		SP:Iteration 1F (81845.750000 sec): 3 clusters
  Score: Raw -264795.548946 + Penalty 2636.376621 = -262159.172325
  nChanged 345
		SP:Iteration 2F (81845.920000 sec): 3 clusters
  Score: Raw -265146.644820 + Penalty 2636.376621 = -262510.268200
  nChanged 269
		SP:Iteration 3F (81846.100000 sec): 3 clusters
  Score: Raw -265416.430528 + Penalty 2636.376621 = -262780.053907
  nChanged 228
		SP:Iteration 4F (81846.270000 sec): 3 clusters
  Score: Raw -265625.684240 + Penalty 2636.376621 = -262989.307620
  nChanged 186
		SP:Iteration 5F (81846.450000 sec): 3 clusters
  Score: Raw -265767.889907 + Penalty 2636.376621 = -263131.513286
  nChanged 121
		SP:Iteration 6Q (81846.630000 sec): 3 clusters
  Score: Raw -265858.138249 + Penalty 2636.376621 = -263221.761628
  nChanged 93
		SP:Iteration 7Q (81846.800000 sec): 3 clusters
  Score: Raw -265920.485190 + Penalty 2636.376621 = -263284.108569
  nChanged 68
		SP:Iteration 8Q (81846.980000 sec): 3 clusters
  Score: Raw -265954.611505 + Penalty 2636.376621 = -263318.234884
  nChanged 50
		SP:Iteration 9Q (81847.150000 sec): 3 clusters
  Score: Raw -265980.354041 + Penalty 2636.376621 = -263343.977420
  nChanged 36
		SP:Iteration 10Q (81847.330000 sec): 3 clusters
  Score: Raw -265996.105864 + Penalty 2636.376621 = -263359.729244
  nChanged 26
		SP:Iteration 11Q (81847.510000 sec): 3 clusters
  Score: Raw -266007.319647 + Penalty 2636.376621 = -263370.943026
  nChanged 24
		SP:Iteration 12Q (81847.680000 sec): 3 clusters
  Score: Raw -266015.709424 + Penalty 2636.376621 = -263379.332803
  nChanged 18
		SP:Iteration 13Q (81847.860000 sec): 3 clusters
  Score: Raw -266020.380663 + Penalty 2636.376621 = -263384.004042
  nChanged 8
		SP:Iteration 14Q (81848.030000 sec): 3 clusters
  Score: Raw -266022.676154 + Penalty 2636.376621 = -263386.299533
  nChanged 9
		SP:Iteration 15Q (81848.210000 sec): 3 clusters
  Score: Raw -266024.389210 + Penalty 2636.376621 = -263388.012590
  nChanged 10
		SP:Iteration 16Q (81848.350000 sec): 3 clusters
  Score: Raw -266027.001048 + Penalty 2636.376621 = -263390.624427
  nChanged 7
		SP:Iteration 17Q (81848.430000 sec): 3 clusters
  Score: Raw -266030.853983 + Penalty 2636.376621 = -263394.477363
  nChanged 10
		SP:Iteration 18Q (81848.490000 sec): 3 clusters
  Score: Raw -266033.107164 + Penalty 2636.376621 = -263396.730544
  nChanged 4
		SP:Iteration 19Q (81848.560000 sec): 3 clusters
  Score: Raw -266033.957894 + Penalty 2636.376621 = -263397.581273
  nChanged 2
		SP:Iteration 20F (81848.630000 sec): 3 clusters
  Score: Raw -266034.327562 + Penalty 2636.376621 = -263397.950942
  nChanged 1
		SP:Iteration 21Q (81848.690000 sec): 3 clusters
  Score: Raw -266034.467682 + Penalty 2636.376621 = -263398.091061
  nChanged 1
		SP:Iteration 22Q (81848.760000 sec): 3 clusters
  Score: Raw -266034.819857 + Penalty 2636.376621 = -263398.443236
  nChanged 1
		SP:Iteration 23Q (81848.830000 sec): 3 clusters
  Score: Raw -266035.465094 + Penalty 2636.376621 = -263399.088473
  nChanged 3
		SP:Iteration 24Q (81848.890000 sec): 3 clusters
  Score: Raw -266036.411729 + Penalty 2636.376621 = -263400.035109
  nChanged 1
		SP:Iteration 25Q (81848.960000 sec): 3 clusters
  Score: Raw -266036.681772 + Penalty 2636.376621 = -263400.305152
  nChanged 1
		SP:Iteration 26Q (81849.030000 sec): 3 clusters
  Score: Raw -266036.994130 + Penalty 2636.376621 = -263400.617510
  nChanged 1
		SP:Iteration 27Q (81849.090000 sec): 3 clusters
  Score: Raw -266037.716502 + Penalty 2636.376621 = -263401.339882
  nChanged 2
		SP:Iteration 28Q (81849.160000 sec): 3 clusters
  Score: Raw -266038.520908 + Penalty 2636.376621 = -263402.144287
  nChanged 2
		SP:Iteration 29Q (81849.230000 sec): 3 clusters
  Score: Raw -266039.160336 + Penalty 2636.376621 = -263402.783716
  nChanged 3
		SP:Iteration 30Q (81849.300000 sec): 3 clusters
  Score: Raw -266039.640205 + Penalty 2636.376621 = -263403.263585
  nChanged 1
		SP:Iteration 31Q (81849.360000 sec): 3 clusters
  Score: Raw -266039.752208 + Penalty 2636.376621 = -263403.375588
  nChanged 0
		SP:Iteration 32F (81849.430000 sec): 3 clusters
  Score: Raw -266039.752208 + Penalty 2636.376621 = -263403.375588
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 89 (5823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81849.520000 sec): 2 clusters
  Score: Raw -486693.450398 + Penalty 1408.805267 = -485284.645131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81849.740000 sec): 3 clusters
  Score: Raw -483604.672310 + Penalty 2817.610533 = -480787.061776
  nChanged 2365
		SP:Iteration 1F (81849.910000 sec): 3 clusters
  Score: Raw -485042.812183 + Penalty 2817.610533 = -482225.201650
  nChanged 469
		SP:Iteration 2F (81850.010000 sec): 3 clusters
  Score: Raw -485349.979501 + Penalty 2817.610533 = -482532.368967
  nChanged 407
		SP:Iteration 3F (81850.210000 sec): 3 clusters
  Score: Raw -485619.916359 + Penalty 2817.610533 = -482802.305825
  nChanged 341
		SP:Iteration 4F (81850.320000 sec): 3 clusters
  Score: Raw -485835.903457 + Penalty 2817.610533 = -483018.292924
  nChanged 314
		SP:Iteration 5F (81850.430000 sec): 3 clusters
  Score: Raw -486037.231931 + Penalty 2817.610533 = -483219.621398
  nChanged 246
		SP:Iteration 6Q (81850.530000 sec): 3 clusters
  Score: Raw -486190.086063 + Penalty 2817.610533 = -483372.475530
  nChanged 209
		SP:Iteration 7Q (81850.730000 sec): 3 clusters
  Score: Raw -486321.282676 + Penalty 2817.610533 = -483503.672143
  nChanged 183
		SP:Iteration 8Q (81850.940000 sec): 3 clusters
  Score: Raw -486431.365502 + Penalty 2817.610533 = -483613.754968
  nChanged 152
		SP:Iteration 9Q (81851.090000 sec): 3 clusters
  Score: Raw -486513.053484 + Penalty 2817.610533 = -483695.442950
  nChanged 123
		SP:Iteration 10Q (81851.260000 sec): 3 clusters
  Score: Raw -486574.747380 + Penalty 2817.610533 = -483757.136847
  nChanged 96
		SP:Iteration 11Q (81851.430000 sec): 3 clusters
  Score: Raw -486622.042995 + Penalty 2817.610533 = -483804.432461
  nChanged 69
		SP:Iteration 12Q (81851.600000 sec): 3 clusters
  Score: Raw -486655.197960 + Penalty 2817.610533 = -483837.587427
  nChanged 69
		SP:Iteration 13Q (81851.770000 sec): 3 clusters
  Score: Raw -486689.158684 + Penalty 2817.610533 = -483871.548150
  nChanged 54
		SP:Iteration 14Q (81851.940000 sec): 3 clusters
  Score: Raw -486714.061340 + Penalty 2817.610533 = -483896.450806
  nChanged 50
		SP:Iteration 15Q (81852.110000 sec): 3 clusters
  Score: Raw -486737.749463 + Penalty 2817.610533 = -483920.138930
  nChanged 43
		SP:Iteration 16Q (81852.270000 sec): 3 clusters
  Score: Raw -486758.992046 + Penalty 2817.610533 = -483941.381513
  nChanged 48
		SP:Iteration 17Q (81852.450000 sec): 3 clusters
  Score: Raw -486780.432827 + Penalty 2817.610533 = -483962.822294
  nChanged 29
		SP:Iteration 18Q (81852.610000 sec): 3 clusters
  Score: Raw -486792.137808 + Penalty 2817.610533 = -483974.527275
  nChanged 23
		SP:Iteration 19Q (81852.780000 sec): 3 clusters
  Score: Raw -486802.217567 + Penalty 2817.610533 = -483984.607033
  nChanged 27
		SP:Iteration 20F (81852.950000 sec): 3 clusters
  Score: Raw -486814.383643 + Penalty 2817.610533 = -483996.773110
  nChanged 27
		SP:Iteration 21Q (81853.120000 sec): 3 clusters
  Score: Raw -486829.142333 + Penalty 2817.610533 = -484011.531799
  nChanged 33
		SP:Iteration 22Q (81853.290000 sec): 3 clusters
  Score: Raw -486847.162388 + Penalty 2817.610533 = -484029.551854
  nChanged 26
		SP:Iteration 23Q (81853.460000 sec): 3 clusters
  Score: Raw -486863.562463 + Penalty 2817.610533 = -484045.951930
  nChanged 38
		SP:Iteration 24Q (81853.630000 sec): 3 clusters
  Score: Raw -486890.185121 + Penalty 2817.610533 = -484072.574588
  nChanged 32
		SP:Iteration 25Q (81853.840000 sec): 3 clusters
  Score: Raw -486908.348521 + Penalty 2817.610533 = -484090.737988
  nChanged 27
		SP:Iteration 26Q (81854.010000 sec): 3 clusters
  Score: Raw -486923.786436 + Penalty 2817.610533 = -484106.175902
  nChanged 24
		SP:Iteration 27Q (81854.180000 sec): 3 clusters
  Score: Raw -486940.541690 + Penalty 2817.610533 = -484122.931156
  nChanged 20
		SP:Iteration 28Q (81854.350000 sec): 3 clusters
  Score: Raw -486954.088275 + Penalty 2817.610533 = -484136.477741
  nChanged 25
		SP:Iteration 29Q (81854.520000 sec): 3 clusters
  Score: Raw -486970.072320 + Penalty 2817.610533 = -484152.461787
  nChanged 22
		SP:Iteration 30Q (81854.690000 sec): 3 clusters
  Score: Raw -486982.004514 + Penalty 2817.610533 = -484164.393981
  nChanged 21
		SP:Iteration 31Q (81854.860000 sec): 3 clusters
  Score: Raw -486995.746710 + Penalty 2817.610533 = -484178.136177
  nChanged 22
		SP:Iteration 32Q (81855.030000 sec): 3 clusters
  Score: Raw -487007.703140 + Penalty 2817.610533 = -484190.092607
  nChanged 11
		SP:Iteration 33Q (81855.200000 sec): 3 clusters
  Score: Raw -487016.136526 + Penalty 2817.610533 = -484198.525993
  nChanged 16
		SP:Iteration 34Q (81855.370000 sec): 3 clusters
  Score: Raw -487025.530829 + Penalty 2817.610533 = -484207.920296
  nChanged 11
		SP:Iteration 35Q (81855.540000 sec): 3 clusters
  Score: Raw -487030.208120 + Penalty 2817.610533 = -484212.597587
  nChanged 8
		SP:Iteration 36Q (81855.700000 sec): 3 clusters
  Score: Raw -487034.947192 + Penalty 2817.610533 = -484217.336659
  nChanged 10
		SP:Iteration 37Q (81855.880000 sec): 3 clusters
  Score: Raw -487040.696531 + Penalty 2817.610533 = -484223.085997
  nChanged 9
		SP:Iteration 38Q (81856.040000 sec): 3 clusters
  Score: Raw -487045.302120 + Penalty 2817.610533 = -484227.691587
  nChanged 8
		SP:Iteration 39Q (81856.210000 sec): 3 clusters
  Score: Raw -487047.950381 + Penalty 2817.610533 = -484230.339848
  nChanged 1
		SP:Iteration 40F (81856.380000 sec): 3 clusters
  Score: Raw -487048.079599 + Penalty 2817.610533 = -484230.469066
  nChanged 1
		SP:Iteration 41Q (81856.550000 sec): 3 clusters
  Score: Raw -487048.231538 + Penalty 2817.610533 = -484230.621005
  nChanged 0
		SP:Iteration 42F (81856.720000 sec): 3 clusters
  Score: Raw -487048.231538 + Penalty 2817.610533 = -484230.621005
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 90 (5154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81856.840000 sec): 2 clusters
  Score: Raw -436319.381565 + Penalty 1388.973364 = -434930.408201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81857.010000 sec): 3 clusters
  Score: Raw -433622.843558 + Penalty 2777.946727 = -430844.896831
  nChanged 2064
		SP:Iteration 1F (81857.180000 sec): 3 clusters
  Score: Raw -434801.273937 + Penalty 2777.946727 = -432023.327210
  nChanged 466
		SP:Iteration 2F (81857.360000 sec): 3 clusters
  Score: Raw -435107.542859 + Penalty 2777.946727 = -432329.596132
  nChanged 367
		SP:Iteration 3F (81857.550000 sec): 3 clusters
  Score: Raw -435360.325962 + Penalty 2777.946727 = -432582.379235
  nChanged 322
		SP:Iteration 4F (81857.780000 sec): 3 clusters
  Score: Raw -435573.443457 + Penalty 2777.946727 = -432795.496729
  nChanged 265
		SP:Iteration 5F (81857.960000 sec): 3 clusters
  Score: Raw -435756.635657 + Penalty 2777.946727 = -432978.688930
  nChanged 236
		SP:Iteration 6Q (81858.110000 sec): 3 clusters
  Score: Raw -435913.856326 + Penalty 2777.946727 = -433135.909599
  nChanged 194
		SP:Iteration 7Q (81858.280000 sec): 3 clusters
  Score: Raw -436038.297194 + Penalty 2777.946727 = -433260.350467
  nChanged 148
		SP:Iteration 8Q (81858.460000 sec): 3 clusters
  Score: Raw -436138.999286 + Penalty 2777.946727 = -433361.052559
  nChanged 148
		SP:Iteration 9Q (81858.630000 sec): 3 clusters
  Score: Raw -436255.545872 + Penalty 2777.946727 = -433477.599145
  nChanged 124
		SP:Iteration 10Q (81858.800000 sec): 3 clusters
  Score: Raw -436362.582519 + Penalty 2777.946727 = -433584.635792
  nChanged 120
		SP:Iteration 11Q (81858.980000 sec): 3 clusters
  Score: Raw -436481.725225 + Penalty 2777.946727 = -433703.778497
  nChanged 121
		SP:Iteration 12Q (81859.150000 sec): 3 clusters
  Score: Raw -436591.156550 + Penalty 2777.946727 = -433813.209823
  nChanged 118
		SP:Iteration 13Q (81859.330000 sec): 3 clusters
  Score: Raw -436716.931683 + Penalty 2777.946727 = -433938.984956
  nChanged 155
		SP:Iteration 14Q (81859.500000 sec): 3 clusters
  Score: Raw -436872.906435 + Penalty 2777.946727 = -434094.959708
  nChanged 127
		SP:Iteration 15Q (81859.680000 sec): 3 clusters
  Score: Raw -436975.854408 + Penalty 2777.946727 = -434197.907681
  nChanged 104
		SP:Iteration 16Q (81859.850000 sec): 3 clusters
  Score: Raw -437044.339845 + Penalty 2777.946727 = -434266.393118
  nChanged 83
		SP:Iteration 17Q (81860.020000 sec): 3 clusters
  Score: Raw -437093.128928 + Penalty 2777.946727 = -434315.182201
  nChanged 54
		SP:Iteration 18Q (81860.200000 sec): 3 clusters
  Score: Raw -437117.084906 + Penalty 2777.946727 = -434339.138179
  nChanged 36
		SP:Iteration 19Q (81860.370000 sec): 3 clusters
  Score: Raw -437128.886924 + Penalty 2777.946727 = -434350.940197
  nChanged 20
		SP:Iteration 20F (81860.550000 sec): 3 clusters
  Score: Raw -437134.722064 + Penalty 2777.946727 = -434356.775337
  nChanged 10
		SP:Iteration 21Q (81860.720000 sec): 3 clusters
  Score: Raw -437137.289125 + Penalty 2777.946727 = -434359.342398
  nChanged 5
		SP:Iteration 22Q (81860.900000 sec): 3 clusters
  Score: Raw -437138.598718 + Penalty 2777.946727 = -434360.651991
  nChanged 7
		SP:Iteration 23Q (81861.070000 sec): 3 clusters
  Score: Raw -437140.658174 + Penalty 2777.946727 = -434362.711447
  nChanged 4
		SP:Iteration 24Q (81861.240000 sec): 3 clusters
  Score: Raw -437142.026721 + Penalty 2777.946727 = -434364.079994
  nChanged 6
		SP:Iteration 25Q (81861.420000 sec): 3 clusters
  Score: Raw -437143.615405 + Penalty 2777.946727 = -434365.668677
  nChanged 8
		SP:Iteration 26Q (81861.590000 sec): 3 clusters
  Score: Raw -437145.362998 + Penalty 2777.946727 = -434367.416271
  nChanged 3
		SP:Iteration 27Q (81861.760000 sec): 3 clusters
  Score: Raw -437145.746769 + Penalty 2777.946727 = -434367.800042
  nChanged 1
		SP:Iteration 28Q (81861.940000 sec): 3 clusters
  Score: Raw -437146.092794 + Penalty 2777.946727 = -434368.146067
  nChanged 1
		SP:Iteration 29Q (81862.120000 sec): 3 clusters
  Score: Raw -437146.258652 + Penalty 2777.946727 = -434368.311925
  nChanged 2
		SP:Iteration 30Q (81862.290000 sec): 3 clusters
  Score: Raw -437147.288116 + Penalty 2777.946727 = -434369.341389
  nChanged 2
		SP:Iteration 31Q (81862.460000 sec): 3 clusters
  Score: Raw -437147.682818 + Penalty 2777.946727 = -434369.736091
  nChanged 2
		SP:Iteration 32Q (81862.640000 sec): 3 clusters
  Score: Raw -437147.983228 + Penalty 2777.946727 = -434370.036501
  nChanged 1
		SP:Iteration 33Q (81862.810000 sec): 3 clusters
  Score: Raw -437148.282671 + Penalty 2777.946727 = -434370.335944
  nChanged 3
		SP:Iteration 34Q (81862.980000 sec): 3 clusters
  Score: Raw -437148.861399 + Penalty 2777.946727 = -434370.914672
  nChanged 1
		SP:Iteration 35Q (81863.160000 sec): 3 clusters
  Score: Raw -437148.969192 + Penalty 2777.946727 = -434371.022464
  nChanged 1
		SP:Iteration 36Q (81863.330000 sec): 3 clusters
  Score: Raw -437149.028195 + Penalty 2777.946727 = -434371.081468
  nChanged 1
		SP:Iteration 37Q (81863.510000 sec): 3 clusters
  Score: Raw -437149.240155 + Penalty 2777.946727 = -434371.293428
  nChanged 0
		SP:Iteration 38F (81863.680000 sec): 3 clusters
  Score: Raw -437149.240155 + Penalty 2777.946727 = -434371.293428
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 91 (3661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81863.770000 sec): 2 clusters
  Score: Raw -308898.673662 + Penalty 1333.392387 = -307565.281275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81863.950000 sec): 3 clusters
  Score: Raw -307185.636388 + Penalty 2666.784774 = -304518.851613
  nChanged 1464
		SP:Iteration 1F (81864.050000 sec): 3 clusters
  Score: Raw -308078.598752 + Penalty 2666.784774 = -305411.813978
  nChanged 286
		SP:Iteration 2F (81864.130000 sec): 3 clusters
  Score: Raw -308269.347822 + Penalty 2666.784774 = -305602.563048
  nChanged 199
		SP:Iteration 3F (81864.210000 sec): 3 clusters
  Score: Raw -308419.867576 + Penalty 2666.784774 = -305753.082802
  nChanged 177
		SP:Iteration 4Q (81864.350000 sec): 3 clusters
  Score: Raw -308556.366406 + Penalty 2666.784774 = -305889.581632
  nChanged 166
		SP:Iteration 5Q (81864.530000 sec): 3 clusters
  Score: Raw -308676.855412 + Penalty 2666.784774 = -306010.070637
  nChanged 146
		SP:Iteration 6Q (81864.700000 sec): 3 clusters
  Score: Raw -308779.363437 + Penalty 2666.784774 = -306112.578662
  nChanged 149
		SP:Iteration 7Q (81864.880000 sec): 3 clusters
  Score: Raw -308888.410812 + Penalty 2666.784774 = -306221.626037
  nChanged 146
		SP:Iteration 8Q (81865.060000 sec): 3 clusters
  Score: Raw -308996.740929 + Penalty 2666.784774 = -306329.956155
  nChanged 132
		SP:Iteration 9Q (81865.230000 sec): 3 clusters
  Score: Raw -309102.293160 + Penalty 2666.784774 = -306435.508386
  nChanged 121
		SP:Iteration 10Q (81865.410000 sec): 3 clusters
  Score: Raw -309202.833812 + Penalty 2666.784774 = -306536.049038
  nChanged 111
		SP:Iteration 11Q (81865.580000 sec): 3 clusters
  Score: Raw -309287.585357 + Penalty 2666.784774 = -306620.800583
  nChanged 83
		SP:Iteration 12Q (81865.760000 sec): 3 clusters
  Score: Raw -309333.225128 + Penalty 2666.784774 = -306666.440354
  nChanged 74
		SP:Iteration 13Q (81865.930000 sec): 3 clusters
  Score: Raw -309367.807472 + Penalty 2666.784774 = -306701.022697
  nChanged 61
		SP:Iteration 14Q (81866.110000 sec): 3 clusters
  Score: Raw -309397.387100 + Penalty 2666.784774 = -306730.602325
  nChanged 43
		SP:Iteration 15Q (81866.280000 sec): 3 clusters
  Score: Raw -309414.654001 + Penalty 2666.784774 = -306747.869227
  nChanged 31
		SP:Iteration 16Q (81866.460000 sec): 3 clusters
  Score: Raw -309426.317005 + Penalty 2666.784774 = -306759.532231
  nChanged 21
		SP:Iteration 17Q (81866.640000 sec): 3 clusters
  Score: Raw -309432.003625 + Penalty 2666.784774 = -306765.218851
  nChanged 13
		SP:Iteration 18Q (81866.810000 sec): 3 clusters
  Score: Raw -309435.994748 + Penalty 2666.784774 = -306769.209974
  nChanged 11
		SP:Iteration 19Q (81866.990000 sec): 3 clusters
  Score: Raw -309440.536211 + Penalty 2666.784774 = -306773.751436
  nChanged 8
		SP:Iteration 20F (81867.160000 sec): 3 clusters
  Score: Raw -309442.414243 + Penalty 2666.784774 = -306775.629469
  nChanged 8
		SP:Iteration 21Q (81867.340000 sec): 3 clusters
  Score: Raw -309445.142349 + Penalty 2666.784774 = -306778.357575
  nChanged 8
		SP:Iteration 22Q (81867.520000 sec): 3 clusters
  Score: Raw -309446.748440 + Penalty 2666.784774 = -306779.963666
  nChanged 1
		SP:Iteration 23Q (81867.690000 sec): 3 clusters
  Score: Raw -309447.256025 + Penalty 2666.784774 = -306780.471250
  nChanged 3
		SP:Iteration 24Q (81867.870000 sec): 3 clusters
  Score: Raw -309448.050019 + Penalty 2666.784774 = -306781.265245
  nChanged 2
		SP:Iteration 25Q (81867.990000 sec): 3 clusters
  Score: Raw -309448.341546 + Penalty 2666.784774 = -306781.556772
  nChanged 2
		SP:Iteration 26Q (81868.060000 sec): 3 clusters
  Score: Raw -309448.752868 + Penalty 2666.784774 = -306781.968093
  nChanged 1
		SP:Iteration 27Q (81868.130000 sec): 3 clusters
  Score: Raw -309448.874469 + Penalty 2666.784774 = -306782.089694
  nChanged 0
		SP:Iteration 28F (81868.210000 sec): 3 clusters
  Score: Raw -309448.874469 + Penalty 2666.784774 = -306782.089694
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 92 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81868.340000 sec): 2 clusters
  Score: Raw -313756.109654 + Penalty 1311.725238 = -312444.384416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81868.490000 sec): 3 clusters
  Score: Raw -312229.168018 + Penalty 2623.450475 = -309605.717542
  nChanged 1206
		SP:Iteration 1F (81868.670000 sec): 3 clusters
  Score: Raw -312945.550922 + Penalty 2623.450475 = -310322.100447
  nChanged 286
		SP:Iteration 2F (81868.840000 sec): 3 clusters
  Score: Raw -313165.401976 + Penalty 2623.450475 = -310541.951500
  nChanged 240
		SP:Iteration 3F (81869.020000 sec): 3 clusters
  Score: Raw -313394.229487 + Penalty 2623.450475 = -310770.779012
  nChanged 233
		SP:Iteration 4F (81869.200000 sec): 3 clusters
  Score: Raw -313603.431853 + Penalty 2623.450475 = -310979.981378
  nChanged 197
		SP:Iteration 5F (81869.370000 sec): 3 clusters
  Score: Raw -313776.913491 + Penalty 2623.450475 = -311153.463016
  nChanged 137
		SP:Iteration 6Q (81869.550000 sec): 3 clusters
  Score: Raw -313908.703892 + Penalty 2623.450475 = -311285.253417
  nChanged 123
		SP:Iteration 7Q (81869.720000 sec): 3 clusters
  Score: Raw -314020.321191 + Penalty 2623.450475 = -311396.870716
  nChanged 91
		SP:Iteration 8Q (81869.900000 sec): 3 clusters
  Score: Raw -314081.055369 + Penalty 2623.450475 = -311457.604894
  nChanged 71
		SP:Iteration 9Q (81870.080000 sec): 3 clusters
  Score: Raw -314134.431432 + Penalty 2623.450475 = -311510.980957
  nChanged 62
		SP:Iteration 10Q (81870.250000 sec): 3 clusters
  Score: Raw -314189.747358 + Penalty 2623.450475 = -311566.296883
  nChanged 64
		SP:Iteration 11Q (81870.430000 sec): 3 clusters
  Score: Raw -314245.325348 + Penalty 2623.450475 = -311621.874873
  nChanged 59
		SP:Iteration 12Q (81870.600000 sec): 3 clusters
  Score: Raw -314310.495690 + Penalty 2623.450475 = -311687.045215
  nChanged 55
		SP:Iteration 13Q (81870.780000 sec): 3 clusters
  Score: Raw -314366.620321 + Penalty 2623.450475 = -311743.169846
  nChanged 50
		SP:Iteration 14Q (81870.960000 sec): 3 clusters
  Score: Raw -314403.921410 + Penalty 2623.450475 = -311780.470935
  nChanged 49
		SP:Iteration 15Q (81871.130000 sec): 3 clusters
  Score: Raw -314432.990506 + Penalty 2623.450475 = -311809.540031
  nChanged 34
		SP:Iteration 16Q (81871.310000 sec): 3 clusters
  Score: Raw -314450.946054 + Penalty 2623.450475 = -311827.495578
  nChanged 33
		SP:Iteration 17Q (81871.480000 sec): 3 clusters
  Score: Raw -314469.800606 + Penalty 2623.450475 = -311846.350131
  nChanged 24
		SP:Iteration 18Q (81871.660000 sec): 3 clusters
  Score: Raw -314483.079227 + Penalty 2623.450475 = -311859.628752
  nChanged 28
		SP:Iteration 19Q (81871.840000 sec): 3 clusters
  Score: Raw -314499.251580 + Penalty 2623.450475 = -311875.801105
  nChanged 21
		SP:Iteration 20F (81872.010000 sec): 3 clusters
  Score: Raw -314510.707593 + Penalty 2623.450475 = -311887.257117
  nChanged 18
		SP:Iteration 21Q (81872.190000 sec): 3 clusters
  Score: Raw -314521.621730 + Penalty 2623.450475 = -311898.171255
  nChanged 20
		SP:Iteration 22Q (81872.360000 sec): 3 clusters
  Score: Raw -314532.405147 + Penalty 2623.450475 = -311908.954672
  nChanged 15
		SP:Iteration 23Q (81872.540000 sec): 3 clusters
  Score: Raw -314538.969991 + Penalty 2623.450475 = -311915.519516
  nChanged 11
		SP:Iteration 24Q (81872.720000 sec): 3 clusters
  Score: Raw -314543.541035 + Penalty 2623.450475 = -311920.090560
  nChanged 12
		SP:Iteration 25Q (81872.890000 sec): 3 clusters
  Score: Raw -314549.098029 + Penalty 2623.450475 = -311925.647554
  nChanged 7
		SP:Iteration 26Q (81873.060000 sec): 3 clusters
  Score: Raw -314552.792190 + Penalty 2623.450475 = -311929.341715
  nChanged 6
		SP:Iteration 27Q (81873.240000 sec): 3 clusters
  Score: Raw -314556.448288 + Penalty 2623.450475 = -311932.997813
  nChanged 6
		SP:Iteration 28Q (81873.420000 sec): 3 clusters
  Score: Raw -314558.696835 + Penalty 2623.450475 = -311935.246359
  nChanged 5
		SP:Iteration 29Q (81873.590000 sec): 3 clusters
  Score: Raw -314560.615159 + Penalty 2623.450475 = -311937.164684
  nChanged 7
		SP:Iteration 30Q (81873.770000 sec): 3 clusters
  Score: Raw -314563.922229 + Penalty 2623.450475 = -311940.471754
  nChanged 7
		SP:Iteration 31Q (81873.870000 sec): 3 clusters
  Score: Raw -314567.344154 + Penalty 2623.450475 = -311943.893678
  nChanged 8
		SP:Iteration 32Q (81874.020000 sec): 3 clusters
  Score: Raw -314571.254853 + Penalty 2623.450475 = -311947.804378
  nChanged 3
		SP:Iteration 33Q (81874.080000 sec): 3 clusters
  Score: Raw -314572.005202 + Penalty 2623.450475 = -311948.554726
  nChanged 3
		SP:Iteration 34Q (81874.150000 sec): 3 clusters
  Score: Raw -314573.181609 + Penalty 2623.450475 = -311949.731134
  nChanged 2
		SP:Iteration 35Q (81874.220000 sec): 3 clusters
  Score: Raw -314574.244338 + Penalty 2623.450475 = -311950.793862
  nChanged 2
		SP:Iteration 36Q (81874.290000 sec): 3 clusters
  Score: Raw -314575.026577 + Penalty 2623.450475 = -311951.576102
  nChanged 1
		SP:Iteration 37Q (81874.350000 sec): 3 clusters
  Score: Raw -314575.442367 + Penalty 2623.450475 = -311951.991892
  nChanged 0
		SP:Iteration 38F (81874.420000 sec): 3 clusters
  Score: Raw -314575.442367 + Penalty 2623.450475 = -311951.991892
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 93 (4153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81874.490000 sec): 2 clusters
  Score: Raw -340982.881112 + Penalty 1353.882765 = -339628.998347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81874.660000 sec): 3 clusters
  Score: Raw -338956.100145 + Penalty 2707.765529 = -336248.334616
  nChanged 1646
		SP:Iteration 1F (81874.840000 sec): 3 clusters
  Score: Raw -340040.035764 + Penalty 2707.765529 = -337332.270235
  nChanged 376
		SP:Iteration 2F (81875.020000 sec): 3 clusters
  Score: Raw -340338.799625 + Penalty 2707.765529 = -337631.034095
  nChanged 288
		SP:Iteration 3F (81875.190000 sec): 3 clusters
  Score: Raw -340569.294017 + Penalty 2707.765529 = -337861.528488
  nChanged 252
		SP:Iteration 4F (81875.370000 sec): 3 clusters
  Score: Raw -340780.216264 + Penalty 2707.765529 = -338072.450735
  nChanged 209
		SP:Iteration 5F (81875.540000 sec): 3 clusters
  Score: Raw -340948.522177 + Penalty 2707.765529 = -338240.756648
  nChanged 171
		SP:Iteration 6Q (81875.720000 sec): 3 clusters
  Score: Raw -341079.405837 + Penalty 2707.765529 = -338371.640307
  nChanged 157
		SP:Iteration 7Q (81875.890000 sec): 3 clusters
  Score: Raw -341209.704421 + Penalty 2707.765529 = -338501.938892
  nChanged 141
		SP:Iteration 8Q (81876.050000 sec): 3 clusters
  Score: Raw -341301.892175 + Penalty 2707.765529 = -338594.126646
  nChanged 118
		SP:Iteration 9Q (81876.210000 sec): 3 clusters
  Score: Raw -341380.820535 + Penalty 2707.765529 = -338673.055006
  nChanged 93
		SP:Iteration 10Q (81876.370000 sec): 3 clusters
  Score: Raw -341430.390971 + Penalty 2707.765529 = -338722.625442
  nChanged 77
		SP:Iteration 11Q (81876.530000 sec): 3 clusters
  Score: Raw -341471.418953 + Penalty 2707.765529 = -338763.653424
  nChanged 72
		SP:Iteration 12Q (81876.690000 sec): 3 clusters
  Score: Raw -341506.616181 + Penalty 2707.765529 = -338798.850652
  nChanged 58
		SP:Iteration 13Q (81876.850000 sec): 3 clusters
  Score: Raw -341532.745189 + Penalty 2707.765529 = -338824.979660
  nChanged 57
		SP:Iteration 14Q (81877.010000 sec): 3 clusters
  Score: Raw -341557.674525 + Penalty 2707.765529 = -338849.908996
  nChanged 42
		SP:Iteration 15Q (81877.170000 sec): 3 clusters
  Score: Raw -341574.830389 + Penalty 2707.765529 = -338867.064859
  nChanged 33
		SP:Iteration 16Q (81877.330000 sec): 3 clusters
  Score: Raw -341585.044517 + Penalty 2707.765529 = -338877.278988
  nChanged 34
		SP:Iteration 17Q (81877.490000 sec): 3 clusters
  Score: Raw -341598.468781 + Penalty 2707.765529 = -338890.703252
  nChanged 38
		SP:Iteration 18Q (81877.650000 sec): 3 clusters
  Score: Raw -341613.241751 + Penalty 2707.765529 = -338905.476222
  nChanged 28
		SP:Iteration 19Q (81877.850000 sec): 3 clusters
  Score: Raw -341623.300559 + Penalty 2707.765529 = -338915.535030
  nChanged 29
		SP:Iteration 20F (81877.980000 sec): 3 clusters
  Score: Raw -341632.739134 + Penalty 2707.765529 = -338924.973605
  nChanged 22
		SP:Iteration 21Q (81878.140000 sec): 3 clusters
  Score: Raw -341641.755110 + Penalty 2707.765529 = -338933.989580
  nChanged 18
		SP:Iteration 22Q (81878.300000 sec): 3 clusters
  Score: Raw -341647.685112 + Penalty 2707.765529 = -338939.919583
  nChanged 14
		SP:Iteration 23Q (81878.460000 sec): 3 clusters
  Score: Raw -341650.818440 + Penalty 2707.765529 = -338943.052911
  nChanged 13
		SP:Iteration 24Q (81878.620000 sec): 3 clusters
  Score: Raw -341653.920221 + Penalty 2707.765529 = -338946.154691
  nChanged 8
		SP:Iteration 25Q (81878.780000 sec): 3 clusters
  Score: Raw -341656.755393 + Penalty 2707.765529 = -338948.989864
  nChanged 11
		SP:Iteration 26Q (81878.980000 sec): 3 clusters
  Score: Raw -341660.146915 + Penalty 2707.765529 = -338952.381386
  nChanged 10
		SP:Iteration 27Q (81879.120000 sec): 3 clusters
  Score: Raw -341663.246880 + Penalty 2707.765529 = -338955.481350
  nChanged 8
		SP:Iteration 28Q (81879.280000 sec): 3 clusters
  Score: Raw -341665.172335 + Penalty 2707.765529 = -338957.406806
  nChanged 4
		SP:Iteration 29Q (81879.440000 sec): 3 clusters
  Score: Raw -341665.699731 + Penalty 2707.765529 = -338957.934202
  nChanged 3
		SP:Iteration 30Q (81879.600000 sec): 3 clusters
  Score: Raw -341666.098777 + Penalty 2707.765529 = -338958.333248
  nChanged 2
		SP:Iteration 31Q (81879.760000 sec): 3 clusters
  Score: Raw -341666.475930 + Penalty 2707.765529 = -338958.710401
  nChanged 1
		SP:Iteration 32Q (81879.920000 sec): 3 clusters
  Score: Raw -341666.607191 + Penalty 2707.765529 = -338958.841661
  nChanged 1
		SP:Iteration 33Q (81880.080000 sec): 3 clusters
  Score: Raw -341666.646899 + Penalty 2707.765529 = -338958.881370
  nChanged 0
		SP:Iteration 34F (81880.240000 sec): 3 clusters
  Score: Raw -341666.646899 + Penalty 2707.765529 = -338958.881370
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 94 (5833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81880.340000 sec): 2 clusters
  Score: Raw -481402.702470 + Penalty 1409.084093 = -479993.618377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81880.580000 sec): 3 clusters
  Score: Raw -478383.841206 + Penalty 2818.168186 = -475565.673020
  nChanged 2349
		SP:Iteration 1F (81880.720000 sec): 3 clusters
  Score: Raw -479851.584121 + Penalty 2818.168186 = -477033.415935
  nChanged 532
		SP:Iteration 2F (81880.890000 sec): 3 clusters
  Score: Raw -480243.531731 + Penalty 2818.168186 = -477425.363545
  nChanged 433
		SP:Iteration 3F (81881.060000 sec): 3 clusters
  Score: Raw -480555.338568 + Penalty 2818.168186 = -477737.170382
  nChanged 327
		SP:Iteration 4F (81881.230000 sec): 3 clusters
  Score: Raw -480779.502480 + Penalty 2818.168186 = -477961.334294
  nChanged 285
		SP:Iteration 5Q (81881.400000 sec): 3 clusters
  Score: Raw -480932.992219 + Penalty 2818.168186 = -478114.824032
  nChanged 194
		SP:Iteration 6Q (81881.570000 sec): 3 clusters
  Score: Raw -481055.045254 + Penalty 2818.168186 = -478236.877068
  nChanged 213
		SP:Iteration 7Q (81881.740000 sec): 3 clusters
  Score: Raw -481184.853692 + Penalty 2818.168186 = -478366.685505
  nChanged 202
		SP:Iteration 8Q (81881.900000 sec): 3 clusters
  Score: Raw -481311.419865 + Penalty 2818.168186 = -478493.251679
  nChanged 179
		SP:Iteration 9Q (81882.070000 sec): 3 clusters
  Score: Raw -481413.078959 + Penalty 2818.168186 = -478594.910773
  nChanged 180
		SP:Iteration 10Q (81882.240000 sec): 3 clusters
  Score: Raw -481520.956664 + Penalty 2818.168186 = -478702.788477
  nChanged 168
		SP:Iteration 11Q (81882.410000 sec): 3 clusters
  Score: Raw -481630.314679 + Penalty 2818.168186 = -478812.146493
  nChanged 144
		SP:Iteration 12Q (81882.580000 sec): 3 clusters
  Score: Raw -481710.396297 + Penalty 2818.168186 = -478892.228110
  nChanged 132
		SP:Iteration 13Q (81882.750000 sec): 3 clusters
  Score: Raw -481771.810069 + Penalty 2818.168186 = -478953.641883
  nChanged 98
		SP:Iteration 14Q (81882.920000 sec): 3 clusters
  Score: Raw -481807.877058 + Penalty 2818.168186 = -478989.708872
  nChanged 71
		SP:Iteration 15Q (81883.080000 sec): 3 clusters
  Score: Raw -481834.066796 + Penalty 2818.168186 = -479015.898610
  nChanged 53
		SP:Iteration 16Q (81883.250000 sec): 3 clusters
  Score: Raw -481852.546616 + Penalty 2818.168186 = -479034.378429
  nChanged 48
		SP:Iteration 17Q (81883.420000 sec): 3 clusters
  Score: Raw -481870.690255 + Penalty 2818.168186 = -479052.522069
  nChanged 48
		SP:Iteration 18Q (81883.590000 sec): 3 clusters
  Score: Raw -481887.119943 + Penalty 2818.168186 = -479068.951757
  nChanged 38
		SP:Iteration 19Q (81883.760000 sec): 3 clusters
  Score: Raw -481896.458932 + Penalty 2818.168186 = -479078.290746
  nChanged 27
		SP:Iteration 20F (81883.930000 sec): 3 clusters
  Score: Raw -481901.852551 + Penalty 2818.168186 = -479083.684364
  nChanged 31
		SP:Iteration 21Q (81884.100000 sec): 3 clusters
  Score: Raw -481907.780403 + Penalty 2818.168186 = -479089.612216
  nChanged 18
		SP:Iteration 22Q (81884.260000 sec): 3 clusters
  Score: Raw -481912.553407 + Penalty 2818.168186 = -479094.385221
  nChanged 16
		SP:Iteration 23Q (81884.430000 sec): 3 clusters
  Score: Raw -481915.877754 + Penalty 2818.168186 = -479097.709568
  nChanged 9
		SP:Iteration 24Q (81884.600000 sec): 3 clusters
  Score: Raw -481918.264557 + Penalty 2818.168186 = -479100.096371
  nChanged 17
		SP:Iteration 25Q (81884.770000 sec): 3 clusters
  Score: Raw -481921.824015 + Penalty 2818.168186 = -479103.655829
  nChanged 15
		SP:Iteration 26Q (81884.940000 sec): 3 clusters
  Score: Raw -481924.688556 + Penalty 2818.168186 = -479106.520370
  nChanged 8
		SP:Iteration 27Q (81885.110000 sec): 3 clusters
  Score: Raw -481926.472030 + Penalty 2818.168186 = -479108.303844
  nChanged 13
		SP:Iteration 28Q (81885.280000 sec): 3 clusters
  Score: Raw -481929.494452 + Penalty 2818.168186 = -479111.326266
  nChanged 11
		SP:Iteration 29Q (81885.440000 sec): 3 clusters
  Score: Raw -481931.978944 + Penalty 2818.168186 = -479113.810757
  nChanged 13
		SP:Iteration 30Q (81885.610000 sec): 3 clusters
  Score: Raw -481933.797497 + Penalty 2818.168186 = -479115.629311
  nChanged 8
		SP:Iteration 31Q (81885.780000 sec): 3 clusters
  Score: Raw -481934.943391 + Penalty 2818.168186 = -479116.775205
  nChanged 11
		SP:Iteration 32Q (81885.950000 sec): 3 clusters
  Score: Raw -481936.298726 + Penalty 2818.168186 = -479118.130540
  nChanged 7
		SP:Iteration 33Q (81886.120000 sec): 3 clusters
  Score: Raw -481936.949281 + Penalty 2818.168186 = -479118.781095
  nChanged 5
		SP:Iteration 34Q (81886.290000 sec): 3 clusters
  Score: Raw -481937.602772 + Penalty 2818.168186 = -479119.434586
  nChanged 3
		SP:Iteration 35Q (81886.450000 sec): 3 clusters
  Score: Raw -481938.089495 + Penalty 2818.168186 = -479119.921309
  nChanged 2
		SP:Iteration 36Q (81886.670000 sec): 3 clusters
  Score: Raw -481938.248960 + Penalty 2818.168186 = -479120.080774
  nChanged 2
		SP:Iteration 37Q (81886.880000 sec): 3 clusters
  Score: Raw -481938.462272 + Penalty 2818.168186 = -479120.294086
  nChanged 2
		SP:Iteration 38Q (81887.050000 sec): 3 clusters
  Score: Raw -481938.740125 + Penalty 2818.168186 = -479120.571939
  nChanged 7
		SP:Iteration 39Q (81887.210000 sec): 3 clusters
  Score: Raw -481939.780089 + Penalty 2818.168186 = -479121.611903
  nChanged 6
		SP:Iteration 40F (81887.380000 sec): 3 clusters
  Score: Raw -481940.870260 + Penalty 2818.168186 = -479122.702074
  nChanged 11
		SP:Iteration 41Q (81887.550000 sec): 3 clusters
  Score: Raw -481943.568752 + Penalty 2818.168186 = -479125.400566
  nChanged 11
		SP:Iteration 42Q (81887.760000 sec): 3 clusters
  Score: Raw -481945.198790 + Penalty 2818.168186 = -479127.030604
  nChanged 11
		SP:Iteration 43Q (81887.930000 sec): 3 clusters
  Score: Raw -481948.105696 + Penalty 2818.168186 = -479129.937510
  nChanged 6
		SP:Iteration 44Q (81888.090000 sec): 3 clusters
  Score: Raw -481949.244213 + Penalty 2818.168186 = -479131.076027
  nChanged 5
		SP:Iteration 45Q (81888.270000 sec): 3 clusters
  Score: Raw -481950.134342 + Penalty 2818.168186 = -479131.966155
  nChanged 6
		SP:Iteration 46Q (81888.430000 sec): 3 clusters
  Score: Raw -481951.465704 + Penalty 2818.168186 = -479133.297517
  nChanged 7
		SP:Iteration 47Q (81888.600000 sec): 3 clusters
  Score: Raw -481952.581944 + Penalty 2818.168186 = -479134.413757
  nChanged 7
		SP:Iteration 48Q (81888.770000 sec): 3 clusters
  Score: Raw -481953.755292 + Penalty 2818.168186 = -479135.587106
  nChanged 7
		SP:Iteration 49Q (81888.940000 sec): 3 clusters
  Score: Raw -481955.021836 + Penalty 2818.168186 = -479136.853650
  nChanged 4
		SP:Iteration 50Q (81889.090000 sec): 3 clusters
  Score: Raw -481955.609713 + Penalty 2818.168186 = -479137.441527
  nChanged 0
		SP:Iteration 51F (81889.270000 sec): 3 clusters
  Score: Raw -481955.609713 + Penalty 2818.168186 = -479137.441527
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 95 (4355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81889.390000 sec): 2 clusters
  Score: Raw -328503.316950 + Penalty 1361.600482 = -327141.716468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81889.560000 sec): 3 clusters
  Score: Raw -326349.766396 + Penalty 2723.200964 = -323626.565432
  nChanged 1731
		SP:Iteration 1F (81889.740000 sec): 3 clusters
  Score: Raw -327594.226571 + Penalty 2723.200964 = -324871.025607
  nChanged 440
		SP:Iteration 2F (81889.910000 sec): 3 clusters
  Score: Raw -327997.487986 + Penalty 2723.200964 = -325274.287022
  nChanged 310
		SP:Iteration 3F (81890.090000 sec): 3 clusters
  Score: Raw -328259.921845 + Penalty 2723.200964 = -325536.720881
  nChanged 244
		SP:Iteration 4F (81890.270000 sec): 3 clusters
  Score: Raw -328462.202871 + Penalty 2723.200964 = -325739.001907
  nChanged 210
		SP:Iteration 5Q (81890.440000 sec): 3 clusters
  Score: Raw -328628.022346 + Penalty 2723.200964 = -325904.821382
  nChanged 156
		SP:Iteration 6Q (81890.620000 sec): 3 clusters
  Score: Raw -328744.586018 + Penalty 2723.200964 = -326021.385054
  nChanged 126
		SP:Iteration 7Q (81890.790000 sec): 3 clusters
  Score: Raw -328818.194782 + Penalty 2723.200964 = -326094.993818
  nChanged 74
		SP:Iteration 8Q (81890.970000 sec): 3 clusters
  Score: Raw -328855.325207 + Penalty 2723.200964 = -326132.124243
  nChanged 63
		SP:Iteration 9Q (81891.150000 sec): 3 clusters
  Score: Raw -328880.624601 + Penalty 2723.200964 = -326157.423637
  nChanged 45
		SP:Iteration 10Q (81891.230000 sec): 3 clusters
  Score: Raw -328896.297460 + Penalty 2723.200964 = -326173.096496
  nChanged 31
		SP:Iteration 11Q (81891.410000 sec): 3 clusters
  Score: Raw -328910.301503 + Penalty 2723.200964 = -326187.100539
  nChanged 34
		SP:Iteration 12Q (81891.590000 sec): 3 clusters
  Score: Raw -328922.327599 + Penalty 2723.200964 = -326199.126635
  nChanged 23
		SP:Iteration 13Q (81891.760000 sec): 3 clusters
  Score: Raw -328929.976919 + Penalty 2723.200964 = -326206.775955
  nChanged 21
		SP:Iteration 14Q (81891.940000 sec): 3 clusters
  Score: Raw -328935.809073 + Penalty 2723.200964 = -326212.608109
  nChanged 11
		SP:Iteration 15Q (81892.110000 sec): 3 clusters
  Score: Raw -328938.140297 + Penalty 2723.200964 = -326214.939333
  nChanged 2
		SP:Iteration 16Q (81892.290000 sec): 3 clusters
  Score: Raw -328938.463545 + Penalty 2723.200964 = -326215.262581
  nChanged 0
		SP:Iteration 17F (81892.470000 sec): 3 clusters
  Score: Raw -328938.463545 + Penalty 2723.200964 = -326215.262581
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 96 (3254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81892.570000 sec): 2 clusters
  Score: Raw -193177.460780 + Penalty 1314.241547 = -191863.219233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81892.740000 sec): 3 clusters
  Score: Raw -191648.367639 + Penalty 2628.483094 = -189019.884546
  nChanged 1264
		SP:Iteration 1F (81892.920000 sec): 3 clusters
  Score: Raw -192647.486326 + Penalty 2628.483094 = -190019.003232
  nChanged 387
		SP:Iteration 2F (81893.090000 sec): 3 clusters
  Score: Raw -193198.185724 + Penalty 2628.483094 = -190569.702631
  nChanged 330
		SP:Iteration 3F (81893.270000 sec): 3 clusters
  Score: Raw -193638.888053 + Penalty 2628.483094 = -191010.404960
  nChanged 234
		SP:Iteration 4F (81893.450000 sec): 3 clusters
  Score: Raw -193846.655052 + Penalty 2628.483094 = -191218.171958
  nChanged 139
		SP:Iteration 5Q (81893.620000 sec): 3 clusters
  Score: Raw -193947.893420 + Penalty 2628.483094 = -191319.410327
  nChanged 86
		SP:Iteration 6Q (81893.800000 sec): 3 clusters
  Score: Raw -193999.846406 + Penalty 2628.483094 = -191371.363313
  nChanged 57
		SP:Iteration 7Q (81893.970000 sec): 3 clusters
  Score: Raw -194029.086194 + Penalty 2628.483094 = -191400.603100
  nChanged 31
		SP:Iteration 8Q (81894.150000 sec): 3 clusters
  Score: Raw -194045.100565 + Penalty 2628.483094 = -191416.617472
  nChanged 16
		SP:Iteration 9Q (81894.330000 sec): 3 clusters
  Score: Raw -194059.346856 + Penalty 2628.483094 = -191430.863763
  nChanged 16
		SP:Iteration 10Q (81894.500000 sec): 3 clusters
  Score: Raw -194066.695913 + Penalty 2628.483094 = -191438.212820
  nChanged 12
		SP:Iteration 11Q (81894.680000 sec): 3 clusters
  Score: Raw -194070.663520 + Penalty 2628.483094 = -191442.180427
  nChanged 9
		SP:Iteration 12Q (81894.850000 sec): 3 clusters
  Score: Raw -194074.056773 + Penalty 2628.483094 = -191445.573680
  nChanged 7
		SP:Iteration 13Q (81895.030000 sec): 3 clusters
  Score: Raw -194075.689790 + Penalty 2628.483094 = -191447.206697
  nChanged 3
		SP:Iteration 14Q (81895.210000 sec): 3 clusters
  Score: Raw -194076.043269 + Penalty 2628.483094 = -191447.560175
  nChanged 1
		SP:Iteration 15Q (81895.380000 sec): 3 clusters
  Score: Raw -194076.198960 + Penalty 2628.483094 = -191447.715867
  nChanged 1
		SP:Iteration 16Q (81895.560000 sec): 3 clusters
  Score: Raw -194076.457115 + Penalty 2628.483094 = -191447.974021
  nChanged 1
		SP:Iteration 17Q (81895.730000 sec): 3 clusters
  Score: Raw -194076.533152 + Penalty 2628.483094 = -191448.050059
  nChanged 0
		SP:Iteration 18F (81895.910000 sec): 3 clusters
  Score: Raw -194076.533152 + Penalty 2628.483094 = -191448.050059
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 97 (3182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81896.020000 sec): 2 clusters
  Score: Raw -280913.279314 + Penalty 1310.605596 = -279602.673717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81896.190000 sec): 3 clusters
  Score: Raw -279375.558408 + Penalty 2621.211193 = -276754.347215
  nChanged 1204
		SP:Iteration 1F (81896.390000 sec): 3 clusters
  Score: Raw -280122.393481 + Penalty 2621.211193 = -277501.182288
  nChanged 251
		SP:Iteration 2F (81896.570000 sec): 3 clusters
  Score: Raw -280276.300966 + Penalty 2621.211193 = -277655.089773
  nChanged 148
		SP:Iteration 3Q (81896.750000 sec): 3 clusters
  Score: Raw -280360.903291 + Penalty 2621.211193 = -277739.692098
  nChanged 132
		SP:Iteration 4Q (81896.920000 sec): 3 clusters
  Score: Raw -280436.105685 + Penalty 2621.211193 = -277814.894492
  nChanged 115
		SP:Iteration 5Q (81897.100000 sec): 3 clusters
  Score: Raw -280510.438827 + Penalty 2621.211193 = -277889.227634
  nChanged 99
		SP:Iteration 6Q (81897.270000 sec): 3 clusters
  Score: Raw -280583.546266 + Penalty 2621.211193 = -277962.335073
  nChanged 100
		SP:Iteration 7Q (81897.450000 sec): 3 clusters
  Score: Raw -280651.968486 + Penalty 2621.211193 = -278030.757293
  nChanged 91
		SP:Iteration 8Q (81897.620000 sec): 3 clusters
  Score: Raw -280710.029904 + Penalty 2621.211193 = -278088.818711
  nChanged 86
		SP:Iteration 9Q (81897.800000 sec): 3 clusters
  Score: Raw -280767.728170 + Penalty 2621.211193 = -278146.516978
  nChanged 78
		SP:Iteration 10Q (81897.970000 sec): 3 clusters
  Score: Raw -280831.393194 + Penalty 2621.211193 = -278210.182001
  nChanged 82
		SP:Iteration 11Q (81898.150000 sec): 3 clusters
  Score: Raw -280899.820397 + Penalty 2621.211193 = -278278.609204
  nChanged 72
		SP:Iteration 12Q (81898.330000 sec): 3 clusters
  Score: Raw -280952.522110 + Penalty 2621.211193 = -278331.310917
  nChanged 63
		SP:Iteration 13Q (81898.500000 sec): 3 clusters
  Score: Raw -280996.895261 + Penalty 2621.211193 = -278375.684068
  nChanged 57
		SP:Iteration 14Q (81898.680000 sec): 3 clusters
  Score: Raw -281034.537634 + Penalty 2621.211193 = -278413.326441
  nChanged 54
		SP:Iteration 15Q (81898.850000 sec): 3 clusters
  Score: Raw -281068.486679 + Penalty 2621.211193 = -278447.275486
  nChanged 52
		SP:Iteration 16Q (81899.030000 sec): 3 clusters
  Score: Raw -281089.947764 + Penalty 2621.211193 = -278468.736571
  nChanged 32
		SP:Iteration 17Q (81899.210000 sec): 3 clusters
  Score: Raw -281105.414061 + Penalty 2621.211193 = -278484.202868
  nChanged 37
		SP:Iteration 18Q (81899.380000 sec): 3 clusters
  Score: Raw -281125.383862 + Penalty 2621.211193 = -278504.172669
  nChanged 31
		SP:Iteration 19Q (81899.550000 sec): 3 clusters
  Score: Raw -281139.409135 + Penalty 2621.211193 = -278518.197942
  nChanged 33
		SP:Iteration 20F (81899.710000 sec): 3 clusters
  Score: Raw -281158.283926 + Penalty 2621.211193 = -278537.072733
  nChanged 37
		SP:Iteration 21Q (81899.870000 sec): 3 clusters
  Score: Raw -281176.387002 + Penalty 2621.211193 = -278555.175809
  nChanged 30
		SP:Iteration 22Q (81900.030000 sec): 3 clusters
  Score: Raw -281188.750174 + Penalty 2621.211193 = -278567.538982
  nChanged 20
		SP:Iteration 23Q (81900.190000 sec): 3 clusters
  Score: Raw -281196.631886 + Penalty 2621.211193 = -278575.420693
  nChanged 24
		SP:Iteration 24Q (81900.350000 sec): 3 clusters
  Score: Raw -281205.983834 + Penalty 2621.211193 = -278584.772641
  nChanged 21
		SP:Iteration 25Q (81900.510000 sec): 3 clusters
  Score: Raw -281214.245144 + Penalty 2621.211193 = -278593.033951
  nChanged 16
		SP:Iteration 26Q (81900.670000 sec): 3 clusters
  Score: Raw -281220.518765 + Penalty 2621.211193 = -278599.307572
  nChanged 16
		SP:Iteration 27Q (81900.830000 sec): 3 clusters
  Score: Raw -281229.661687 + Penalty 2621.211193 = -278608.450494
  nChanged 18
		SP:Iteration 28Q (81900.990000 sec): 3 clusters
  Score: Raw -281238.280241 + Penalty 2621.211193 = -278617.069048
  nChanged 27
		SP:Iteration 29Q (81901.150000 sec): 3 clusters
  Score: Raw -281252.920684 + Penalty 2621.211193 = -278631.709491
  nChanged 33
		SP:Iteration 30Q (81901.300000 sec): 3 clusters
  Score: Raw -281279.131357 + Penalty 2621.211193 = -278657.920164
  nChanged 42
		SP:Iteration 31Q (81901.460000 sec): 3 clusters
  Score: Raw -281305.443944 + Penalty 2621.211193 = -278684.232751
  nChanged 40
		SP:Iteration 32Q (81901.620000 sec): 3 clusters
  Score: Raw -281342.648870 + Penalty 2621.211193 = -278721.437677
  nChanged 54
		SP:Iteration 33Q (81901.820000 sec): 3 clusters
  Score: Raw -281405.915545 + Penalty 2621.211193 = -278784.704352
  nChanged 73
		SP:Iteration 34Q (81901.970000 sec): 3 clusters
  Score: Raw -281476.853176 + Penalty 2621.211193 = -278855.641984
  nChanged 65
		SP:Iteration 35Q (81902.130000 sec): 3 clusters
  Score: Raw -281540.650143 + Penalty 2621.211193 = -278919.438950
  nChanged 66
		SP:Iteration 36Q (81902.290000 sec): 3 clusters
  Score: Raw -281597.709449 + Penalty 2621.211193 = -278976.498256
  nChanged 59
		SP:Iteration 37Q (81902.450000 sec): 3 clusters
  Score: Raw -281654.542921 + Penalty 2621.211193 = -279033.331728
  nChanged 52
		SP:Iteration 38Q (81902.620000 sec): 3 clusters
  Score: Raw -281707.515700 + Penalty 2621.211193 = -279086.304507
  nChanged 49
		SP:Iteration 39Q (81902.760000 sec): 3 clusters
  Score: Raw -281747.213032 + Penalty 2621.211193 = -279126.001839
  nChanged 47
		SP:Iteration 40F (81902.920000 sec): 3 clusters
  Score: Raw -281776.455163 + Penalty 2621.211193 = -279155.243970
  nChanged 40
		SP:Iteration 41Q (81903.080000 sec): 3 clusters
  Score: Raw -281799.549704 + Penalty 2621.211193 = -279178.338511
  nChanged 25
		SP:Iteration 42Q (81903.270000 sec): 3 clusters
  Score: Raw -281812.925979 + Penalty 2621.211193 = -279191.714786
  nChanged 16
		SP:Iteration 43Q (81903.440000 sec): 3 clusters
  Score: Raw -281821.464098 + Penalty 2621.211193 = -279200.252905
  nChanged 12
		SP:Iteration 44Q (81903.600000 sec): 3 clusters
  Score: Raw -281826.955291 + Penalty 2621.211193 = -279205.744098
  nChanged 12
		SP:Iteration 45Q (81903.760000 sec): 3 clusters
  Score: Raw -281831.814752 + Penalty 2621.211193 = -279210.603559
  nChanged 8
		SP:Iteration 46Q (81903.920000 sec): 3 clusters
  Score: Raw -281836.982188 + Penalty 2621.211193 = -279215.770995
  nChanged 6
		SP:Iteration 47Q (81904.080000 sec): 3 clusters
  Score: Raw -281841.067620 + Penalty 2621.211193 = -279219.856427
  nChanged 10
		SP:Iteration 48Q (81904.240000 sec): 3 clusters
  Score: Raw -281843.815303 + Penalty 2621.211193 = -279222.604110
  nChanged 4
		SP:Iteration 49Q (81904.400000 sec): 3 clusters
  Score: Raw -281846.363105 + Penalty 2621.211193 = -279225.151912
  nChanged 5
		SP:Iteration 50Q (81904.560000 sec): 3 clusters
  Score: Raw -281848.035593 + Penalty 2621.211193 = -279226.824400
  nChanged 3
		SP:Iteration 51Q (81904.720000 sec): 3 clusters
  Score: Raw -281848.935782 + Penalty 2621.211193 = -279227.724589
  nChanged 2
		SP:Iteration 52Q (81904.880000 sec): 3 clusters
  Score: Raw -281849.677960 + Penalty 2621.211193 = -279228.466767
  nChanged 2
		SP:Iteration 53Q (81905.040000 sec): 3 clusters
  Score: Raw -281849.845403 + Penalty 2621.211193 = -279228.634211
  nChanged 0
		SP:Iteration 54F (81905.200000 sec): 3 clusters
  Score: Raw -281849.845403 + Penalty 2621.211193 = -279228.634211
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 98 (1906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81905.320000 sec): 2 clusters
  Score: Raw -167403.762760 + Penalty 1227.323839 = -166176.438921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81905.470000 sec): 3 clusters
  Score: Raw -166586.093075 + Penalty 2454.647677 = -164131.445398
  nChanged 689
		SP:Iteration 1F (81905.630000 sec): 3 clusters
  Score: Raw -167043.609361 + Penalty 2454.647677 = -164588.961683
  nChanged 162
		SP:Iteration 2F (81905.790000 sec): 3 clusters
  Score: Raw -167190.850443 + Penalty 2454.647677 = -164736.202765
  nChanged 110
		SP:Iteration 3F (81905.950000 sec): 3 clusters
  Score: Raw -167285.149930 + Penalty 2454.647677 = -164830.502253
  nChanged 80
		SP:Iteration 4Q (81906.110000 sec): 3 clusters
  Score: Raw -167354.241201 + Penalty 2454.647677 = -164899.593524
  nChanged 72
		SP:Iteration 5Q (81906.270000 sec): 3 clusters
  Score: Raw -167415.784998 + Penalty 2454.647677 = -164961.137321
  nChanged 67
		SP:Iteration 6Q (81906.430000 sec): 3 clusters
  Score: Raw -167473.406364 + Penalty 2454.647677 = -165018.758686
  nChanged 55
		SP:Iteration 7Q (81906.560000 sec): 3 clusters
  Score: Raw -167518.445566 + Penalty 2454.647677 = -165063.797889
  nChanged 46
		SP:Iteration 8Q (81906.620000 sec): 3 clusters
  Score: Raw -167552.149140 + Penalty 2454.647677 = -165097.501463
  nChanged 32
		SP:Iteration 9Q (81906.660000 sec): 3 clusters
  Score: Raw -167572.926218 + Penalty 2454.647677 = -165118.278541
  nChanged 25
		SP:Iteration 10Q (81906.700000 sec): 3 clusters
  Score: Raw -167590.157942 + Penalty 2454.647677 = -165135.510264
  nChanged 21
		SP:Iteration 11Q (81906.740000 sec): 3 clusters
  Score: Raw -167603.737789 + Penalty 2454.647677 = -165149.090112
  nChanged 19
		SP:Iteration 12Q (81906.790000 sec): 3 clusters
  Score: Raw -167615.361856 + Penalty 2454.647677 = -165160.714179
  nChanged 15
		SP:Iteration 13Q (81906.830000 sec): 3 clusters
  Score: Raw -167624.559881 + Penalty 2454.647677 = -165169.912204
  nChanged 10
		SP:Iteration 14Q (81906.880000 sec): 3 clusters
  Score: Raw -167631.549492 + Penalty 2454.647677 = -165176.901815
  nChanged 10
		SP:Iteration 15Q (81906.920000 sec): 3 clusters
  Score: Raw -167638.859908 + Penalty 2454.647677 = -165184.212231
  nChanged 6
		SP:Iteration 16Q (81906.960000 sec): 3 clusters
  Score: Raw -167641.279122 + Penalty 2454.647677 = -165186.631445
  nChanged 6
		SP:Iteration 17Q (81907.000000 sec): 3 clusters
  Score: Raw -167643.548710 + Penalty 2454.647677 = -165188.901033
  nChanged 4
		SP:Iteration 18Q (81907.050000 sec): 3 clusters
  Score: Raw -167645.342395 + Penalty 2454.647677 = -165190.694717
  nChanged 7
		SP:Iteration 19Q (81907.090000 sec): 3 clusters
  Score: Raw -167647.875123 + Penalty 2454.647677 = -165193.227445
  nChanged 5
		SP:Iteration 20F (81907.140000 sec): 3 clusters
  Score: Raw -167651.246425 + Penalty 2454.647677 = -165196.598748
  nChanged 11
		SP:Iteration 21Q (81907.180000 sec): 3 clusters
  Score: Raw -167657.807246 + Penalty 2454.647677 = -165203.159569
  nChanged 10
		SP:Iteration 22Q (81907.230000 sec): 3 clusters
  Score: Raw -167661.523817 + Penalty 2454.647677 = -165206.876139
  nChanged 3
		SP:Iteration 23Q (81907.270000 sec): 3 clusters
  Score: Raw -167663.651993 + Penalty 2454.647677 = -165209.004315
  nChanged 5
		SP:Iteration 24Q (81907.310000 sec): 3 clusters
  Score: Raw -167666.502228 + Penalty 2454.647677 = -165211.854551
  nChanged 6
		SP:Iteration 25Q (81907.350000 sec): 3 clusters
  Score: Raw -167668.896118 + Penalty 2454.647677 = -165214.248441
  nChanged 5
		SP:Iteration 26Q (81907.400000 sec): 3 clusters
  Score: Raw -167670.999643 + Penalty 2454.647677 = -165216.351965
  nChanged 1
		SP:Iteration 27Q (81907.440000 sec): 3 clusters
  Score: Raw -167671.838318 + Penalty 2454.647677 = -165217.190640
  nChanged 4
		SP:Iteration 28Q (81907.480000 sec): 3 clusters
  Score: Raw -167674.723673 + Penalty 2454.647677 = -165220.075995
  nChanged 5
		SP:Iteration 29Q (81907.530000 sec): 3 clusters
  Score: Raw -167676.495411 + Penalty 2454.647677 = -165221.847734
  nChanged 1
		SP:Iteration 30Q (81907.570000 sec): 3 clusters
  Score: Raw -167676.823573 + Penalty 2454.647677 = -165222.175895
  nChanged 0
		SP:Iteration 31F (81907.610000 sec): 3 clusters
  Score: Raw -167676.823573 + Penalty 2454.647677 = -165222.175895
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 99 (6389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81907.720000 sec): 2 clusters
  Score: Raw -556608.671865 + Penalty 1423.879119 = -555184.792746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81907.930000 sec): 3 clusters
  Score: Raw -553189.666411 + Penalty 2847.758238 = -550341.908173
  nChanged 2652
		SP:Iteration 1F (81908.140000 sec): 3 clusters
  Score: Raw -554801.583207 + Penalty 2847.758238 = -551953.824969
  nChanged 520
		SP:Iteration 2F (81908.350000 sec): 3 clusters
  Score: Raw -555156.942800 + Penalty 2847.758238 = -552309.184562
  nChanged 401
		SP:Iteration 3F (81908.560000 sec): 3 clusters
  Score: Raw -555422.975540 + Penalty 2847.758238 = -552575.217302
  nChanged 339
		SP:Iteration 4F (81908.760000 sec): 3 clusters
  Score: Raw -555623.728204 + Penalty 2847.758238 = -552775.969966
  nChanged 258
		SP:Iteration 5Q (81908.970000 sec): 3 clusters
  Score: Raw -555770.112794 + Penalty 2847.758238 = -552922.354556
  nChanged 232
		SP:Iteration 6Q (81909.220000 sec): 3 clusters
  Score: Raw -555890.064554 + Penalty 2847.758238 = -553042.306315
  nChanged 184
		SP:Iteration 7Q (81909.430000 sec): 3 clusters
  Score: Raw -556005.830675 + Penalty 2847.758238 = -553158.072437
  nChanged 185
		SP:Iteration 8Q (81909.610000 sec): 3 clusters
  Score: Raw -556111.224590 + Penalty 2847.758238 = -553263.466352
  nChanged 195
		SP:Iteration 9Q (81909.720000 sec): 3 clusters
  Score: Raw -556227.525884 + Penalty 2847.758238 = -553379.767646
  nChanged 172
		SP:Iteration 10Q (81909.830000 sec): 3 clusters
  Score: Raw -556331.762293 + Penalty 2847.758238 = -553484.004055
  nChanged 175
		SP:Iteration 11Q (81910.020000 sec): 3 clusters
  Score: Raw -556429.110938 + Penalty 2847.758238 = -553581.352699
  nChanged 154
		SP:Iteration 12Q (81910.230000 sec): 3 clusters
  Score: Raw -556525.304601 + Penalty 2847.758238 = -553677.546363
  nChanged 154
		SP:Iteration 13Q (81910.440000 sec): 3 clusters
  Score: Raw -556603.878291 + Penalty 2847.758238 = -553756.120053
  nChanged 127
		SP:Iteration 14Q (81910.650000 sec): 3 clusters
  Score: Raw -556663.178939 + Penalty 2847.758238 = -553815.420701
  nChanged 92
		SP:Iteration 15Q (81910.860000 sec): 3 clusters
  Score: Raw -556703.804430 + Penalty 2847.758238 = -553856.046192
  nChanged 73
		SP:Iteration 16Q (81911.060000 sec): 3 clusters
  Score: Raw -556733.601499 + Penalty 2847.758238 = -553885.843261
  nChanged 81
		SP:Iteration 17Q (81911.270000 sec): 3 clusters
  Score: Raw -556760.096953 + Penalty 2847.758238 = -553912.338715
  nChanged 63
		SP:Iteration 18Q (81911.480000 sec): 3 clusters
  Score: Raw -556786.835136 + Penalty 2847.758238 = -553939.076898
  nChanged 68
		SP:Iteration 19Q (81911.680000 sec): 3 clusters
  Score: Raw -556815.211819 + Penalty 2847.758238 = -553967.453581
  nChanged 72
		SP:Iteration 20F (81911.890000 sec): 3 clusters
  Score: Raw -556849.756916 + Penalty 2847.758238 = -554001.998678
  nChanged 87
		SP:Iteration 21Q (81912.100000 sec): 3 clusters
  Score: Raw -556890.073393 + Penalty 2847.758238 = -554042.315155
  nChanged 83
		SP:Iteration 22Q (81912.310000 sec): 3 clusters
  Score: Raw -556933.796477 + Penalty 2847.758238 = -554086.038239
  nChanged 75
		SP:Iteration 23Q (81912.460000 sec): 3 clusters
  Score: Raw -556972.614333 + Penalty 2847.758238 = -554124.856095
  nChanged 90
		SP:Iteration 24Q (81912.570000 sec): 3 clusters
  Score: Raw -557014.895517 + Penalty 2847.758238 = -554167.137279
  nChanged 98
		SP:Iteration 25Q (81912.760000 sec): 3 clusters
  Score: Raw -557066.245375 + Penalty 2847.758238 = -554218.487137
  nChanged 87
		SP:Iteration 26Q (81912.970000 sec): 3 clusters
  Score: Raw -557110.819335 + Penalty 2847.758238 = -554263.061097
  nChanged 91
		SP:Iteration 27Q (81913.180000 sec): 3 clusters
  Score: Raw -557154.879331 + Penalty 2847.758238 = -554307.121092
  nChanged 82
		SP:Iteration 28Q (81913.380000 sec): 3 clusters
  Score: Raw -557189.345547 + Penalty 2847.758238 = -554341.587309
  nChanged 76
		SP:Iteration 29Q (81913.590000 sec): 3 clusters
  Score: Raw -557223.988284 + Penalty 2847.758238 = -554376.230045
  nChanged 80
		SP:Iteration 30Q (81913.800000 sec): 3 clusters
  Score: Raw -557258.748210 + Penalty 2847.758238 = -554410.989972
  nChanged 88
		SP:Iteration 31Q (81914.000000 sec): 3 clusters
  Score: Raw -557301.221009 + Penalty 2847.758238 = -554453.462771
  nChanged 71
		SP:Iteration 32Q (81914.210000 sec): 3 clusters
  Score: Raw -557333.334020 + Penalty 2847.758238 = -554485.575782
  nChanged 81
		SP:Iteration 33Q (81914.450000 sec): 3 clusters
  Score: Raw -557372.913195 + Penalty 2847.758238 = -554525.154957
  nChanged 85
		SP:Iteration 34Q (81914.620000 sec): 3 clusters
  Score: Raw -557413.013060 + Penalty 2847.758238 = -554565.254822
  nChanged 81
		SP:Iteration 35Q (81914.830000 sec): 3 clusters
  Score: Raw -557449.265761 + Penalty 2847.758238 = -554601.507523
  nChanged 80
		SP:Iteration 36Q (81915.050000 sec): 3 clusters
  Score: Raw -557486.045996 + Penalty 2847.758238 = -554638.287757
  nChanged 80
		SP:Iteration 37Q (81915.150000 sec): 3 clusters
  Score: Raw -557522.563541 + Penalty 2847.758238 = -554674.805302
  nChanged 66
		SP:Iteration 38Q (81915.260000 sec): 3 clusters
  Score: Raw -557549.663063 + Penalty 2847.758238 = -554701.904824
  nChanged 60
		SP:Iteration 39Q (81915.360000 sec): 3 clusters
  Score: Raw -557578.932722 + Penalty 2847.758238 = -554731.174484
  nChanged 57
		SP:Iteration 40F (81915.580000 sec): 3 clusters
  Score: Raw -557614.902545 + Penalty 2847.758238 = -554767.144307
  nChanged 58
		SP:Iteration 41Q (81915.750000 sec): 3 clusters
  Score: Raw -557647.565497 + Penalty 2847.758238 = -554799.807259
  nChanged 48
		SP:Iteration 42Q (81915.950000 sec): 3 clusters
  Score: Raw -557667.605152 + Penalty 2847.758238 = -554819.846914
  nChanged 47
		SP:Iteration 43Q (81916.060000 sec): 3 clusters
  Score: Raw -557685.434293 + Penalty 2847.758238 = -554837.676055
  nChanged 33
		SP:Iteration 44Q (81916.260000 sec): 3 clusters
  Score: Raw -557695.895101 + Penalty 2847.758238 = -554848.136863
  nChanged 34
		SP:Iteration 45Q (81916.470000 sec): 3 clusters
  Score: Raw -557706.614455 + Penalty 2847.758238 = -554858.856217
  nChanged 28
		SP:Iteration 46Q (81916.690000 sec): 3 clusters
  Score: Raw -557714.058449 + Penalty 2847.758238 = -554866.300211
  nChanged 22
		SP:Iteration 47Q (81916.940000 sec): 3 clusters
  Score: Raw -557720.866042 + Penalty 2847.758238 = -554873.107804
  nChanged 24
		SP:Iteration 48Q (81917.160000 sec): 3 clusters
  Score: Raw -557730.838097 + Penalty 2847.758238 = -554883.079859
  nChanged 26
		SP:Iteration 49Q (81917.360000 sec): 3 clusters
  Score: Raw -557737.978584 + Penalty 2847.758238 = -554890.220346
  nChanged 18
		SP:Iteration 50Q (81917.570000 sec): 3 clusters
  Score: Raw -557741.904967 + Penalty 2847.758238 = -554894.146729
  nChanged 9
		SP:Iteration 51Q (81917.780000 sec): 3 clusters
  Score: Raw -557743.500931 + Penalty 2847.758238 = -554895.742693
  nChanged 10
		SP:Iteration 52Q (81917.980000 sec): 3 clusters
  Score: Raw -557745.584885 + Penalty 2847.758238 = -554897.826647
  nChanged 12
		SP:Iteration 53Q (81918.190000 sec): 3 clusters
  Score: Raw -557747.902232 + Penalty 2847.758238 = -554900.143993
  nChanged 13
		SP:Iteration 54Q (81918.380000 sec): 3 clusters
  Score: Raw -557750.235613 + Penalty 2847.758238 = -554902.477375
  nChanged 6
		SP:Iteration 55Q (81918.480000 sec): 3 clusters
  Score: Raw -557751.436839 + Penalty 2847.758238 = -554903.678601
  nChanged 4
		SP:Iteration 56Q (81918.680000 sec): 3 clusters
  Score: Raw -557752.144414 + Penalty 2847.758238 = -554904.386176
  nChanged 6
		SP:Iteration 57Q (81918.890000 sec): 3 clusters
  Score: Raw -557752.981437 + Penalty 2847.758238 = -554905.223199
  nChanged 5
		SP:Iteration 58Q (81919.100000 sec): 3 clusters
  Score: Raw -557753.613398 + Penalty 2847.758238 = -554905.855160
  nChanged 5
		SP:Iteration 59Q (81919.300000 sec): 3 clusters
  Score: Raw -557754.368714 + Penalty 2847.758238 = -554906.610476
  nChanged 4
		SP:Iteration 60F (81919.510000 sec): 3 clusters
  Score: Raw -557755.417628 + Penalty 2847.758238 = -554907.659390
  nChanged 3
		SP:Iteration 61Q (81919.720000 sec): 3 clusters
  Score: Raw -557755.777868 + Penalty 2847.758238 = -554908.019630
  nChanged 1
		SP:Iteration 62Q (81919.920000 sec): 3 clusters
  Score: Raw -557755.884210 + Penalty 2847.758238 = -554908.125972
  nChanged 0
		SP:Iteration 63F (81920.130000 sec): 3 clusters
  Score: Raw -557755.884210 + Penalty 2847.758238 = -554908.125972
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 100 (6232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81920.260000 sec): 2 clusters
  Score: Raw -526648.633446 + Penalty 1419.836045 = -525228.797401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81920.430000 sec): 3 clusters
  Score: Raw -523291.886328 + Penalty 2839.672091 = -520452.214237
  nChanged 2645
		SP:Iteration 1F (81920.570000 sec): 3 clusters
  Score: Raw -525111.124755 + Penalty 2839.672091 = -522271.452664
  nChanged 595
		SP:Iteration 2F (81920.730000 sec): 3 clusters
  Score: Raw -525640.290565 + Penalty 2839.672091 = -522800.618474
  nChanged 501
		SP:Iteration 3F (81920.900000 sec): 3 clusters
  Score: Raw -526016.573551 + Penalty 2839.672091 = -523176.901460
  nChanged 379
		SP:Iteration 4F (81921.060000 sec): 3 clusters
  Score: Raw -526273.305300 + Penalty 2839.672091 = -523433.633209
  nChanged 284
		SP:Iteration 5Q (81921.260000 sec): 3 clusters
  Score: Raw -526452.769938 + Penalty 2839.672091 = -523613.097847
  nChanged 213
		SP:Iteration 6Q (81921.430000 sec): 3 clusters
  Score: Raw -526567.581795 + Penalty 2839.672091 = -523727.909704
  nChanged 180
		SP:Iteration 7Q (81921.570000 sec): 3 clusters
  Score: Raw -526660.460809 + Penalty 2839.672091 = -523820.788718
  nChanged 157
		SP:Iteration 8Q (81921.740000 sec): 3 clusters
  Score: Raw -526722.656244 + Penalty 2839.672091 = -523882.984153
  nChanged 128
		SP:Iteration 9Q (81921.950000 sec): 3 clusters
  Score: Raw -526775.808217 + Penalty 2839.672091 = -523936.136126
  nChanged 106
		SP:Iteration 10Q (81922.110000 sec): 3 clusters
  Score: Raw -526815.933147 + Penalty 2839.672091 = -523976.261056
  nChanged 93
		SP:Iteration 11Q (81922.300000 sec): 3 clusters
  Score: Raw -526849.573999 + Penalty 2839.672091 = -524009.901908
  nChanged 86
		SP:Iteration 12Q (81922.510000 sec): 3 clusters
  Score: Raw -526878.558083 + Penalty 2839.672091 = -524038.885992
  nChanged 76
		SP:Iteration 13Q (81922.670000 sec): 3 clusters
  Score: Raw -526899.847581 + Penalty 2839.672091 = -524060.175490
  nChanged 65
		SP:Iteration 14Q (81922.760000 sec): 3 clusters
  Score: Raw -526918.409846 + Penalty 2839.672091 = -524078.737755
  nChanged 66
		SP:Iteration 15Q (81922.870000 sec): 3 clusters
  Score: Raw -526939.545182 + Penalty 2839.672091 = -524099.873091
  nChanged 63
		SP:Iteration 16Q (81923.070000 sec): 3 clusters
  Score: Raw -526958.740324 + Penalty 2839.672091 = -524119.068233
  nChanged 66
		SP:Iteration 17Q (81923.240000 sec): 3 clusters
  Score: Raw -526981.551143 + Penalty 2839.672091 = -524141.879052
  nChanged 67
		SP:Iteration 18Q (81923.390000 sec): 3 clusters
  Score: Raw -527006.448406 + Penalty 2839.672091 = -524166.776315
  nChanged 68
		SP:Iteration 19Q (81923.570000 sec): 3 clusters
  Score: Raw -527025.660426 + Penalty 2839.672091 = -524185.988336
  nChanged 55
		SP:Iteration 20F (81923.780000 sec): 3 clusters
  Score: Raw -527040.335504 + Penalty 2839.672091 = -524200.663413
  nChanged 62
		SP:Iteration 21Q (81923.910000 sec): 3 clusters
  Score: Raw -527060.456669 + Penalty 2839.672091 = -524220.784578
  nChanged 72
		SP:Iteration 22Q (81924.080000 sec): 3 clusters
  Score: Raw -527081.056628 + Penalty 2839.672091 = -524241.384537
  nChanged 72
		SP:Iteration 23Q (81924.240000 sec): 3 clusters
  Score: Raw -527100.865113 + Penalty 2839.672091 = -524261.193022
  nChanged 64
		SP:Iteration 24Q (81924.410000 sec): 3 clusters
  Score: Raw -527119.728560 + Penalty 2839.672091 = -524280.056469
  nChanged 64
		SP:Iteration 25Q (81924.570000 sec): 3 clusters
  Score: Raw -527142.878000 + Penalty 2839.672091 = -524303.205909
  nChanged 62
		SP:Iteration 26Q (81924.730000 sec): 3 clusters
  Score: Raw -527169.933889 + Penalty 2839.672091 = -524330.261798
  nChanged 57
		SP:Iteration 27Q (81924.900000 sec): 3 clusters
  Score: Raw -527193.075282 + Penalty 2839.672091 = -524353.403191
  nChanged 60
		SP:Iteration 28Q (81925.060000 sec): 3 clusters
  Score: Raw -527219.449428 + Penalty 2839.672091 = -524379.777337
  nChanged 47
		SP:Iteration 29Q (81925.230000 sec): 3 clusters
  Score: Raw -527235.583187 + Penalty 2839.672091 = -524395.911096
  nChanged 41
		SP:Iteration 30Q (81925.390000 sec): 3 clusters
  Score: Raw -527248.299258 + Penalty 2839.672091 = -524408.627167
  nChanged 48
		SP:Iteration 31Q (81925.550000 sec): 3 clusters
  Score: Raw -527261.851675 + Penalty 2839.672091 = -524422.179584
  nChanged 43
		SP:Iteration 32Q (81925.720000 sec): 3 clusters
  Score: Raw -527273.856404 + Penalty 2839.672091 = -524434.184313
  nChanged 29
		SP:Iteration 33Q (81925.930000 sec): 3 clusters
  Score: Raw -527282.402916 + Penalty 2839.672091 = -524442.730826
  nChanged 31
		SP:Iteration 34Q (81926.090000 sec): 3 clusters
  Score: Raw -527291.764126 + Penalty 2839.672091 = -524452.092035
  nChanged 24
		SP:Iteration 35Q (81926.250000 sec): 3 clusters
  Score: Raw -527297.700255 + Penalty 2839.672091 = -524458.028164
  nChanged 30
		SP:Iteration 36Q (81926.410000 sec): 3 clusters
  Score: Raw -527304.318113 + Penalty 2839.672091 = -524464.646022
  nChanged 28
		SP:Iteration 37Q (81926.620000 sec): 3 clusters
  Score: Raw -527311.110624 + Penalty 2839.672091 = -524471.438533
  nChanged 23
		SP:Iteration 38Q (81926.830000 sec): 3 clusters
  Score: Raw -527316.207881 + Penalty 2839.672091 = -524476.535790
  nChanged 20
		SP:Iteration 39Q (81927.030000 sec): 3 clusters
  Score: Raw -527320.760476 + Penalty 2839.672091 = -524481.088385
  nChanged 23
		SP:Iteration 40F (81927.190000 sec): 3 clusters
  Score: Raw -527326.767073 + Penalty 2839.672091 = -524487.094982
  nChanged 32
		SP:Iteration 41Q (81927.360000 sec): 3 clusters
  Score: Raw -527334.657622 + Penalty 2839.672091 = -524494.985531
  nChanged 25
		SP:Iteration 42Q (81927.520000 sec): 3 clusters
  Score: Raw -527341.332213 + Penalty 2839.672091 = -524501.660122
  nChanged 31
		SP:Iteration 43Q (81927.690000 sec): 3 clusters
  Score: Raw -527352.179526 + Penalty 2839.672091 = -524512.507435
  nChanged 34
		SP:Iteration 44Q (81927.850000 sec): 3 clusters
  Score: Raw -527364.801250 + Penalty 2839.672091 = -524525.129159
  nChanged 46
		SP:Iteration 45Q (81928.060000 sec): 3 clusters
  Score: Raw -527383.561207 + Penalty 2839.672091 = -524543.889116
  nChanged 42
		SP:Iteration 46Q (81928.220000 sec): 3 clusters
  Score: Raw -527399.827852 + Penalty 2839.672091 = -524560.155761
  nChanged 50
		SP:Iteration 47Q (81928.390000 sec): 3 clusters
  Score: Raw -527419.051057 + Penalty 2839.672091 = -524579.378966
  nChanged 51
		SP:Iteration 48Q (81928.550000 sec): 3 clusters
  Score: Raw -527442.657373 + Penalty 2839.672091 = -524602.985282
  nChanged 55
		SP:Iteration 49Q (81928.710000 sec): 3 clusters
  Score: Raw -527466.417247 + Penalty 2839.672091 = -524626.745156
  nChanged 61
		SP:Iteration 50Q (81928.880000 sec): 3 clusters
  Score: Raw -527494.886952 + Penalty 2839.672091 = -524655.214862
  nChanged 53
		SP:Iteration 51Q (81929.040000 sec): 3 clusters
  Score: Raw -527518.005041 + Penalty 2839.672091 = -524678.332950
  nChanged 48
		SP:Iteration 52Q (81929.210000 sec): 3 clusters
  Score: Raw -527540.711137 + Penalty 2839.672091 = -524701.039046
  nChanged 40
		SP:Iteration 53Q (81929.370000 sec): 3 clusters
  Score: Raw -527556.957680 + Penalty 2839.672091 = -524717.285589
  nChanged 30
		SP:Iteration 54Q (81929.540000 sec): 3 clusters
  Score: Raw -527565.908375 + Penalty 2839.672091 = -524726.236284
  nChanged 29
		SP:Iteration 55Q (81929.700000 sec): 3 clusters
  Score: Raw -527573.857964 + Penalty 2839.672091 = -524734.185873
  nChanged 17
		SP:Iteration 56Q (81929.910000 sec): 3 clusters
  Score: Raw -527577.606873 + Penalty 2839.672091 = -524737.934782
  nChanged 13
		SP:Iteration 57Q (81930.070000 sec): 3 clusters
  Score: Raw -527580.805166 + Penalty 2839.672091 = -524741.133075
  nChanged 10
		SP:Iteration 58Q (81930.240000 sec): 3 clusters
  Score: Raw -527585.316610 + Penalty 2839.672091 = -524745.644519
  nChanged 11
		SP:Iteration 59Q (81930.400000 sec): 3 clusters
  Score: Raw -527588.566098 + Penalty 2839.672091 = -524748.894007
  nChanged 9
		SP:Iteration 60F (81930.570000 sec): 3 clusters
  Score: Raw -527590.887564 + Penalty 2839.672091 = -524751.215473
  nChanged 7
		SP:Iteration 61Q (81930.730000 sec): 3 clusters
  Score: Raw -527592.382612 + Penalty 2839.672091 = -524752.710521
  nChanged 9
		SP:Iteration 62Q (81930.890000 sec): 3 clusters
  Score: Raw -527594.209974 + Penalty 2839.672091 = -524754.537883
  nChanged 7
		SP:Iteration 63Q (81931.100000 sec): 3 clusters
  Score: Raw -527596.471773 + Penalty 2839.672091 = -524756.799682
  nChanged 10
		SP:Iteration 64Q (81931.270000 sec): 3 clusters
  Score: Raw -527599.465150 + Penalty 2839.672091 = -524759.793059
  nChanged 8
		SP:Iteration 65Q (81931.470000 sec): 3 clusters
  Score: Raw -527600.691706 + Penalty 2839.672091 = -524761.019616
  nChanged 7
		SP:Iteration 66Q (81931.640000 sec): 3 clusters
  Score: Raw -527601.520125 + Penalty 2839.672091 = -524761.848034
  nChanged 7
		SP:Iteration 67Q (81931.800000 sec): 3 clusters
  Score: Raw -527603.076170 + Penalty 2839.672091 = -524763.404079
  nChanged 8
		SP:Iteration 68Q (81932.010000 sec): 3 clusters
  Score: Raw -527604.462486 + Penalty 2839.672091 = -524764.790395
  nChanged 5
		SP:Iteration 69Q (81932.220000 sec): 3 clusters
  Score: Raw -527605.700675 + Penalty 2839.672091 = -524766.028584
  nChanged 5
		SP:Iteration 70Q (81932.430000 sec): 3 clusters
  Score: Raw -527606.759957 + Penalty 2839.672091 = -524767.087866
  nChanged 6
		SP:Iteration 71Q (81932.590000 sec): 3 clusters
  Score: Raw -527607.890382 + Penalty 2839.672091 = -524768.218291
  nChanged 7
		SP:Iteration 72Q (81932.780000 sec): 3 clusters
  Score: Raw -527609.473083 + Penalty 2839.672091 = -524769.800992
  nChanged 4
		SP:Iteration 73Q (81932.990000 sec): 3 clusters
  Score: Raw -527610.497913 + Penalty 2839.672091 = -524770.825822
  nChanged 5
		SP:Iteration 74Q (81933.190000 sec): 3 clusters
  Score: Raw -527611.682289 + Penalty 2839.672091 = -524772.010198
  nChanged 3
		SP:Iteration 75Q (81933.360000 sec): 3 clusters
  Score: Raw -527612.228606 + Penalty 2839.672091 = -524772.556516
  nChanged 0
		SP:Iteration 76F (81933.520000 sec): 3 clusters
  Score: Raw -527612.228606 + Penalty 2839.672091 = -524772.556516
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 101 (3084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81933.620000 sec): 2 clusters
  Score: Raw -233151.464053 + Penalty 1305.522194 = -231845.941859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81933.790000 sec): 3 clusters
  Score: Raw -231708.378539 + Penalty 2611.044389 = -229097.334150
  nChanged 1161
		SP:Iteration 1F (81933.970000 sec): 3 clusters
  Score: Raw -232633.936650 + Penalty 2611.044389 = -230022.892261
  nChanged 298
		SP:Iteration 2F (81934.150000 sec): 3 clusters
  Score: Raw -232907.211434 + Penalty 2611.044389 = -230296.167045
  nChanged 204
		SP:Iteration 3F (81934.320000 sec): 3 clusters
  Score: Raw -233085.858340 + Penalty 2611.044389 = -230474.813951
  nChanged 147
		SP:Iteration 4Q (81934.500000 sec): 3 clusters
  Score: Raw -233195.731914 + Penalty 2611.044389 = -230584.687525
  nChanged 105
		SP:Iteration 5Q (81934.670000 sec): 3 clusters
  Score: Raw -233285.743018 + Penalty 2611.044389 = -230674.698629
  nChanged 89
		SP:Iteration 6Q (81934.830000 sec): 3 clusters
  Score: Raw -233351.377260 + Penalty 2611.044389 = -230740.332871
  nChanged 72
		SP:Iteration 7Q (81935.000000 sec): 3 clusters
  Score: Raw -233394.928805 + Penalty 2611.044389 = -230783.884417
  nChanged 62
		SP:Iteration 8Q (81935.180000 sec): 3 clusters
  Score: Raw -233426.395867 + Penalty 2611.044389 = -230815.351478
  nChanged 41
		SP:Iteration 9Q (81935.330000 sec): 3 clusters
  Score: Raw -233451.687625 + Penalty 2611.044389 = -230840.643237
  nChanged 35
		SP:Iteration 10Q (81935.390000 sec): 3 clusters
  Score: Raw -233468.943408 + Penalty 2611.044389 = -230857.899019
  nChanged 27
		SP:Iteration 11Q (81935.450000 sec): 3 clusters
  Score: Raw -233479.987660 + Penalty 2611.044389 = -230868.943272
  nChanged 17
		SP:Iteration 12Q (81935.510000 sec): 3 clusters
  Score: Raw -233484.969774 + Penalty 2611.044389 = -230873.925385
  nChanged 12
		SP:Iteration 13Q (81935.570000 sec): 3 clusters
  Score: Raw -233488.620573 + Penalty 2611.044389 = -230877.576185
  nChanged 10
		SP:Iteration 14Q (81935.630000 sec): 3 clusters
  Score: Raw -233492.976872 + Penalty 2611.044389 = -230881.932483
  nChanged 11
		SP:Iteration 15Q (81935.690000 sec): 3 clusters
  Score: Raw -233496.939817 + Penalty 2611.044389 = -230885.895428
  nChanged 12
		SP:Iteration 16Q (81935.750000 sec): 3 clusters
  Score: Raw -233500.465588 + Penalty 2611.044389 = -230889.421199
  nChanged 9
		SP:Iteration 17Q (81935.810000 sec): 3 clusters
  Score: Raw -233503.956123 + Penalty 2611.044389 = -230892.911734
  nChanged 8
		SP:Iteration 18Q (81935.870000 sec): 3 clusters
  Score: Raw -233506.950163 + Penalty 2611.044389 = -230895.905774
  nChanged 9
		SP:Iteration 19Q (81935.930000 sec): 3 clusters
  Score: Raw -233510.159718 + Penalty 2611.044389 = -230899.115330
  nChanged 5
		SP:Iteration 20F (81935.990000 sec): 3 clusters
  Score: Raw -233511.458006 + Penalty 2611.044389 = -230900.413617
  nChanged 2
		SP:Iteration 21Q (81936.040000 sec): 3 clusters
  Score: Raw -233512.279254 + Penalty 2611.044389 = -230901.234865
  nChanged 4
		SP:Iteration 22Q (81936.100000 sec): 3 clusters
  Score: Raw -233514.337175 + Penalty 2611.044389 = -230903.292786
  nChanged 3
		SP:Iteration 23Q (81936.160000 sec): 3 clusters
  Score: Raw -233515.059423 + Penalty 2611.044389 = -230904.015034
  nChanged 2
		SP:Iteration 24Q (81936.220000 sec): 3 clusters
  Score: Raw -233516.353448 + Penalty 2611.044389 = -230905.309059
  nChanged 2
		SP:Iteration 25Q (81936.280000 sec): 3 clusters
  Score: Raw -233517.636349 + Penalty 2611.044389 = -230906.591961
  nChanged 4
		SP:Iteration 26Q (81936.340000 sec): 3 clusters
  Score: Raw -233519.271438 + Penalty 2611.044389 = -230908.227050
  nChanged 3
		SP:Iteration 27Q (81936.400000 sec): 3 clusters
  Score: Raw -233520.061676 + Penalty 2611.044389 = -230909.017287
  nChanged 1
		SP:Iteration 28Q (81936.460000 sec): 3 clusters
  Score: Raw -233520.331152 + Penalty 2611.044389 = -230909.286763
  nChanged 0
		SP:Iteration 29F (81936.520000 sec): 3 clusters
  Score: Raw -233520.331152 + Penalty 2611.044389 = -230909.286763
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 102 (2162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81936.590000 sec): 2 clusters
  Score: Raw -169026.730813 + Penalty 1247.803212 = -167778.927601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81936.630000 sec): 3 clusters
  Score: Raw -168079.402130 + Penalty 2495.606424 = -165583.795706
  nChanged 738
		SP:Iteration 1F (81936.670000 sec): 3 clusters
  Score: Raw -168570.271064 + Penalty 2495.606424 = -166074.664639
  nChanged 165
		SP:Iteration 2F (81936.720000 sec): 3 clusters
  Score: Raw -168679.123023 + Penalty 2495.606424 = -166183.516599
  nChanged 93
		SP:Iteration 3Q (81936.890000 sec): 3 clusters
  Score: Raw -168733.805090 + Penalty 2495.606424 = -166238.198666
  nChanged 72
		SP:Iteration 4Q (81937.070000 sec): 3 clusters
  Score: Raw -168787.226926 + Penalty 2495.606424 = -166291.620501
  nChanged 69
		SP:Iteration 5Q (81937.250000 sec): 3 clusters
  Score: Raw -168843.013564 + Penalty 2495.606424 = -166347.407139
  nChanged 78
		SP:Iteration 6Q (81937.420000 sec): 3 clusters
  Score: Raw -168911.394996 + Penalty 2495.606424 = -166415.788572
  nChanged 84
		SP:Iteration 7Q (81937.600000 sec): 3 clusters
  Score: Raw -168990.120715 + Penalty 2495.606424 = -166494.514290
  nChanged 74
		SP:Iteration 8Q (81937.770000 sec): 3 clusters
  Score: Raw -169049.910885 + Penalty 2495.606424 = -166554.304461
  nChanged 73
		SP:Iteration 9Q (81937.950000 sec): 3 clusters
  Score: Raw -169119.871084 + Penalty 2495.606424 = -166624.264659
  nChanged 55
		SP:Iteration 10Q (81938.130000 sec): 3 clusters
  Score: Raw -169173.241677 + Penalty 2495.606424 = -166677.635252
  nChanged 59
		SP:Iteration 11Q (81938.300000 sec): 3 clusters
  Score: Raw -169220.033971 + Penalty 2495.606424 = -166724.427546
  nChanged 47
		SP:Iteration 12Q (81938.470000 sec): 3 clusters
  Score: Raw -169259.644280 + Penalty 2495.606424 = -166764.037855
  nChanged 39
		SP:Iteration 13Q (81938.650000 sec): 3 clusters
  Score: Raw -169290.893463 + Penalty 2495.606424 = -166795.287038
  nChanged 33
		SP:Iteration 14Q (81938.830000 sec): 3 clusters
  Score: Raw -169318.150390 + Penalty 2495.606424 = -166822.543966
  nChanged 30
		SP:Iteration 15Q (81939.000000 sec): 3 clusters
  Score: Raw -169339.204828 + Penalty 2495.606424 = -166843.598404
  nChanged 26
		SP:Iteration 16Q (81939.180000 sec): 3 clusters
  Score: Raw -169356.793244 + Penalty 2495.606424 = -166861.186820
  nChanged 18
		SP:Iteration 17Q (81939.350000 sec): 3 clusters
  Score: Raw -169365.877140 + Penalty 2495.606424 = -166870.270715
  nChanged 13
		SP:Iteration 18Q (81939.530000 sec): 3 clusters
  Score: Raw -169372.105375 + Penalty 2495.606424 = -166876.498951
  nChanged 15
		SP:Iteration 19Q (81939.670000 sec): 3 clusters
  Score: Raw -169381.629565 + Penalty 2495.606424 = -166886.023141
  nChanged 12
		SP:Iteration 20F (81939.720000 sec): 3 clusters
  Score: Raw -169390.518700 + Penalty 2495.606424 = -166894.912275
  nChanged 20
		SP:Iteration 21Q (81939.760000 sec): 3 clusters
  Score: Raw -169398.433331 + Penalty 2495.606424 = -166902.826907
  nChanged 9
		SP:Iteration 22Q (81939.800000 sec): 3 clusters
  Score: Raw -169402.139219 + Penalty 2495.606424 = -166906.532794
  nChanged 8
		SP:Iteration 23Q (81939.850000 sec): 3 clusters
  Score: Raw -169406.004884 + Penalty 2495.606424 = -166910.398459
  nChanged 6
		SP:Iteration 24Q (81939.890000 sec): 3 clusters
  Score: Raw -169409.719478 + Penalty 2495.606424 = -166914.113053
  nChanged 4
		SP:Iteration 25Q (81939.930000 sec): 3 clusters
  Score: Raw -169411.153325 + Penalty 2495.606424 = -166915.546900
  nChanged 4
		SP:Iteration 26Q (81939.970000 sec): 3 clusters
  Score: Raw -169412.980948 + Penalty 2495.606424 = -166917.374524
  nChanged 2
		SP:Iteration 27Q (81940.010000 sec): 3 clusters
  Score: Raw -169414.032358 + Penalty 2495.606424 = -166918.425934
  nChanged 2
		SP:Iteration 28Q (81940.050000 sec): 3 clusters
  Score: Raw -169414.857342 + Penalty 2495.606424 = -166919.250918
  nChanged 2
		SP:Iteration 29Q (81940.100000 sec): 3 clusters
  Score: Raw -169415.187364 + Penalty 2495.606424 = -166919.580939
  nChanged 0
		SP:Iteration 30F (81940.140000 sec): 3 clusters
  Score: Raw -169415.187364 + Penalty 2495.606424 = -166919.580939
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 103 (4355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81940.250000 sec): 2 clusters
  Score: Raw -361838.843915 + Penalty 1361.600482 = -360477.243433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81940.470000 sec): 3 clusters
  Score: Raw -359679.108232 + Penalty 2723.200964 = -356955.907268
  nChanged 1747
		SP:Iteration 1F (81940.640000 sec): 3 clusters
  Score: Raw -360864.176196 + Penalty 2723.200964 = -358140.975232
  nChanged 413
		SP:Iteration 2F (81940.820000 sec): 3 clusters
  Score: Raw -361241.444946 + Penalty 2723.200964 = -358518.243982
  nChanged 350
		SP:Iteration 3F (81940.990000 sec): 3 clusters
  Score: Raw -361589.506088 + Penalty 2723.200964 = -358866.305124
  nChanged 320
		SP:Iteration 4F (81941.170000 sec): 3 clusters
  Score: Raw -361948.726622 + Penalty 2723.200964 = -359225.525658
  nChanged 277
		SP:Iteration 5F (81941.340000 sec): 3 clusters
  Score: Raw -362190.233418 + Penalty 2723.200964 = -359467.032454
  nChanged 180
		SP:Iteration 6Q (81941.520000 sec): 3 clusters
  Score: Raw -362339.445937 + Penalty 2723.200964 = -359616.244973
  nChanged 145
		SP:Iteration 7Q (81941.690000 sec): 3 clusters
  Score: Raw -362437.203366 + Penalty 2723.200964 = -359714.002402
  nChanged 114
		SP:Iteration 8Q (81941.870000 sec): 3 clusters
  Score: Raw -362506.461039 + Penalty 2723.200964 = -359783.260075
  nChanged 89
		SP:Iteration 9Q (81942.050000 sec): 3 clusters
  Score: Raw -362551.565636 + Penalty 2723.200964 = -359828.364672
  nChanged 77
		SP:Iteration 10Q (81942.220000 sec): 3 clusters
  Score: Raw -362594.265363 + Penalty 2723.200964 = -359871.064399
  nChanged 68
		SP:Iteration 11Q (81942.400000 sec): 3 clusters
  Score: Raw -362631.626491 + Penalty 2723.200964 = -359908.425527
  nChanged 59
		SP:Iteration 12Q (81942.570000 sec): 3 clusters
  Score: Raw -362656.370830 + Penalty 2723.200964 = -359933.169866
  nChanged 35
		SP:Iteration 13Q (81942.750000 sec): 3 clusters
  Score: Raw -362668.182119 + Penalty 2723.200964 = -359944.981155
  nChanged 33
		SP:Iteration 14Q (81942.930000 sec): 3 clusters
  Score: Raw -362678.832448 + Penalty 2723.200964 = -359955.631484
  nChanged 13
		SP:Iteration 15Q (81943.100000 sec): 3 clusters
  Score: Raw -362682.282872 + Penalty 2723.200964 = -359959.081908
  nChanged 11
		SP:Iteration 16Q (81943.280000 sec): 3 clusters
  Score: Raw -362685.560702 + Penalty 2723.200964 = -359962.359738
  nChanged 15
		SP:Iteration 17Q (81943.450000 sec): 3 clusters
  Score: Raw -362690.520703 + Penalty 2723.200964 = -359967.319739
  nChanged 23
		SP:Iteration 18Q (81943.630000 sec): 3 clusters
  Score: Raw -362701.256169 + Penalty 2723.200964 = -359978.055205
  nChanged 28
		SP:Iteration 19Q (81943.810000 sec): 3 clusters
  Score: Raw -362714.133028 + Penalty 2723.200964 = -359990.932064
  nChanged 39
		SP:Iteration 20F (81944.020000 sec): 3 clusters
  Score: Raw -362729.813634 + Penalty 2723.200964 = -360006.612670
  nChanged 36
		SP:Iteration 21Q (81944.170000 sec): 3 clusters
  Score: Raw -362744.805966 + Penalty 2723.200964 = -360021.605002
  nChanged 40
		SP:Iteration 22Q (81944.340000 sec): 3 clusters
  Score: Raw -362763.684139 + Penalty 2723.200964 = -360040.483175
  nChanged 51
		SP:Iteration 23Q (81944.520000 sec): 3 clusters
  Score: Raw -362786.323347 + Penalty 2723.200964 = -360063.122383
  nChanged 47
		SP:Iteration 24Q (81944.690000 sec): 3 clusters
  Score: Raw -362809.745877 + Penalty 2723.200964 = -360086.544913
  nChanged 41
		SP:Iteration 25Q (81944.870000 sec): 3 clusters
  Score: Raw -362830.341223 + Penalty 2723.200964 = -360107.140259
  nChanged 56
		SP:Iteration 26Q (81945.050000 sec): 3 clusters
  Score: Raw -362861.702440 + Penalty 2723.200964 = -360138.501476
  nChanged 50
		SP:Iteration 27Q (81945.220000 sec): 3 clusters
  Score: Raw -362885.170882 + Penalty 2723.200964 = -360161.969918
  nChanged 51
		SP:Iteration 28Q (81945.400000 sec): 3 clusters
  Score: Raw -362911.362834 + Penalty 2723.200964 = -360188.161870
  nChanged 47
		SP:Iteration 29Q (81945.570000 sec): 3 clusters
  Score: Raw -362931.403015 + Penalty 2723.200964 = -360208.202051
  nChanged 32
		SP:Iteration 30Q (81945.750000 sec): 3 clusters
  Score: Raw -362942.848365 + Penalty 2723.200964 = -360219.647401
  nChanged 34
		SP:Iteration 31Q (81945.930000 sec): 3 clusters
  Score: Raw -362954.691794 + Penalty 2723.200964 = -360231.490830
  nChanged 30
		SP:Iteration 32Q (81946.100000 sec): 3 clusters
  Score: Raw -362965.651688 + Penalty 2723.200964 = -360242.450724
  nChanged 28
		SP:Iteration 33Q (81946.280000 sec): 3 clusters
  Score: Raw -362978.796830 + Penalty 2723.200964 = -360255.595866
  nChanged 28
		SP:Iteration 34Q (81946.450000 sec): 3 clusters
  Score: Raw -362989.820317 + Penalty 2723.200964 = -360266.619353
  nChanged 26
		SP:Iteration 35Q (81946.630000 sec): 3 clusters
  Score: Raw -362998.908533 + Penalty 2723.200964 = -360275.707569
  nChanged 25
		SP:Iteration 36Q (81946.810000 sec): 3 clusters
  Score: Raw -363007.745396 + Penalty 2723.200964 = -360284.544432
  nChanged 23
		SP:Iteration 37Q (81946.980000 sec): 3 clusters
  Score: Raw -363017.473634 + Penalty 2723.200964 = -360294.272670
  nChanged 29
		SP:Iteration 38Q (81947.160000 sec): 3 clusters
  Score: Raw -363030.702366 + Penalty 2723.200964 = -360307.501402
  nChanged 32
		SP:Iteration 39Q (81947.330000 sec): 3 clusters
  Score: Raw -363043.309328 + Penalty 2723.200964 = -360320.108364
  nChanged 27
		SP:Iteration 40F (81947.510000 sec): 3 clusters
  Score: Raw -363054.584576 + Penalty 2723.200964 = -360331.383612
  nChanged 26
		SP:Iteration 41Q (81947.690000 sec): 3 clusters
  Score: Raw -363067.043227 + Penalty 2723.200964 = -360343.842263
  nChanged 20
		SP:Iteration 42Q (81947.860000 sec): 3 clusters
  Score: Raw -363073.446783 + Penalty 2723.200964 = -360350.245819
  nChanged 16
		SP:Iteration 43Q (81948.040000 sec): 3 clusters
  Score: Raw -363079.378955 + Penalty 2723.200964 = -360356.177991
  nChanged 17
		SP:Iteration 44Q (81948.210000 sec): 3 clusters
  Score: Raw -363087.411369 + Penalty 2723.200964 = -360364.210405
  nChanged 13
		SP:Iteration 45Q (81948.390000 sec): 3 clusters
  Score: Raw -363094.663105 + Penalty 2723.200964 = -360371.462141
  nChanged 19
		SP:Iteration 46Q (81948.560000 sec): 3 clusters
  Score: Raw -363101.426598 + Penalty 2723.200964 = -360378.225634
  nChanged 13
		SP:Iteration 47Q (81948.740000 sec): 3 clusters
  Score: Raw -363104.164707 + Penalty 2723.200964 = -360380.963743
  nChanged 5
		SP:Iteration 48Q (81948.910000 sec): 3 clusters
  Score: Raw -363105.851897 + Penalty 2723.200964 = -360382.650933
  nChanged 5
		SP:Iteration 49Q (81949.090000 sec): 3 clusters
  Score: Raw -363107.507102 + Penalty 2723.200964 = -360384.306138
  nChanged 4
		SP:Iteration 50Q (81949.270000 sec): 3 clusters
  Score: Raw -363109.080149 + Penalty 2723.200964 = -360385.879185
  nChanged 3
		SP:Iteration 51Q (81949.440000 sec): 3 clusters
  Score: Raw -363109.570168 + Penalty 2723.200964 = -360386.369204
  nChanged 2
		SP:Iteration 52Q (81949.620000 sec): 3 clusters
  Score: Raw -363109.755043 + Penalty 2723.200964 = -360386.554079
  nChanged 2
		SP:Iteration 53Q (81949.790000 sec): 3 clusters
  Score: Raw -363110.010273 + Penalty 2723.200964 = -360386.809309
  nChanged 1
		SP:Iteration 54Q (81949.970000 sec): 3 clusters
  Score: Raw -363110.564099 + Penalty 2723.200964 = -360387.363135
  nChanged 1
		SP:Iteration 55Q (81950.150000 sec): 3 clusters
  Score: Raw -363110.835814 + Penalty 2723.200964 = -360387.634850
  nChanged 0
		SP:Iteration 56F (81950.320000 sec): 3 clusters
  Score: Raw -363110.835814 + Penalty 2723.200964 = -360387.634850
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 104 (2095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81950.440000 sec): 2 clusters
  Score: Raw -169400.909961 + Penalty 1242.687685 = -168158.222276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81950.610000 sec): 3 clusters
  Score: Raw -168498.032104 + Penalty 2485.375371 = -166012.656734
  nChanged 707
		SP:Iteration 1F (81950.790000 sec): 3 clusters
  Score: Raw -169005.717716 + Penalty 2485.375371 = -166520.342346
  nChanged 192
		SP:Iteration 2F (81950.960000 sec): 3 clusters
  Score: Raw -169162.394726 + Penalty 2485.375371 = -166677.019355
  nChanged 107
		SP:Iteration 3F (81951.140000 sec): 3 clusters
  Score: Raw -169237.179592 + Penalty 2485.375371 = -166751.804222
  nChanged 80
		SP:Iteration 4Q (81951.320000 sec): 3 clusters
  Score: Raw -169300.470431 + Penalty 2485.375371 = -166815.095060
  nChanged 70
		SP:Iteration 5Q (81951.490000 sec): 3 clusters
  Score: Raw -169367.689869 + Penalty 2485.375371 = -166882.314498
  nChanged 54
		SP:Iteration 6Q (81951.670000 sec): 3 clusters
  Score: Raw -169413.729704 + Penalty 2485.375371 = -166928.354333
  nChanged 49
		SP:Iteration 7Q (81951.840000 sec): 3 clusters
  Score: Raw -169453.711066 + Penalty 2485.375371 = -166968.335695
  nChanged 38
		SP:Iteration 8Q (81952.020000 sec): 3 clusters
  Score: Raw -169479.764517 + Penalty 2485.375371 = -166994.389146
  nChanged 37
		SP:Iteration 9Q (81952.200000 sec): 3 clusters
  Score: Raw -169510.522096 + Penalty 2485.375371 = -167025.146725
  nChanged 39
		SP:Iteration 10Q (81952.370000 sec): 3 clusters
  Score: Raw -169538.211612 + Penalty 2485.375371 = -167052.836241
  nChanged 35
		SP:Iteration 11Q (81952.550000 sec): 3 clusters
  Score: Raw -169564.472026 + Penalty 2485.375371 = -167079.096655
  nChanged 22
		SP:Iteration 12Q (81952.720000 sec): 3 clusters
  Score: Raw -169583.920608 + Penalty 2485.375371 = -167098.545238
  nChanged 27
		SP:Iteration 13Q (81952.900000 sec): 3 clusters
  Score: Raw -169605.317321 + Penalty 2485.375371 = -167119.941950
  nChanged 30
		SP:Iteration 14Q (81953.080000 sec): 3 clusters
  Score: Raw -169622.820889 + Penalty 2485.375371 = -167137.445518
  nChanged 17
		SP:Iteration 15Q (81953.250000 sec): 3 clusters
  Score: Raw -169633.514311 + Penalty 2485.375371 = -167148.138940
  nChanged 15
		SP:Iteration 16Q (81953.430000 sec): 3 clusters
  Score: Raw -169641.154085 + Penalty 2485.375371 = -167155.778715
  nChanged 10
		SP:Iteration 17Q (81953.600000 sec): 3 clusters
  Score: Raw -169647.410598 + Penalty 2485.375371 = -167162.035228
  nChanged 10
		SP:Iteration 18Q (81953.780000 sec): 3 clusters
  Score: Raw -169653.478575 + Penalty 2485.375371 = -167168.103204
  nChanged 11
		SP:Iteration 19Q (81953.950000 sec): 3 clusters
  Score: Raw -169658.848197 + Penalty 2485.375371 = -167173.472827
  nChanged 13
		SP:Iteration 20F (81954.130000 sec): 3 clusters
  Score: Raw -169669.506443 + Penalty 2485.375371 = -167184.131072
  nChanged 11
		SP:Iteration 21Q (81954.300000 sec): 3 clusters
  Score: Raw -169673.434188 + Penalty 2485.375371 = -167188.058818
  nChanged 10
		SP:Iteration 22Q (81954.480000 sec): 3 clusters
  Score: Raw -169677.943228 + Penalty 2485.375371 = -167192.567857
  nChanged 5
		SP:Iteration 23Q (81954.660000 sec): 3 clusters
  Score: Raw -169682.577903 + Penalty 2485.375371 = -167197.202532
  nChanged 9
		SP:Iteration 24Q (81954.830000 sec): 3 clusters
  Score: Raw -169687.955143 + Penalty 2485.375371 = -167202.579772
  nChanged 7
		SP:Iteration 25Q (81955.010000 sec): 3 clusters
  Score: Raw -169690.504117 + Penalty 2485.375371 = -167205.128747
  nChanged 6
		SP:Iteration 26Q (81955.180000 sec): 3 clusters
  Score: Raw -169693.688961 + Penalty 2485.375371 = -167208.313590
  nChanged 5
		SP:Iteration 27Q (81955.360000 sec): 3 clusters
  Score: Raw -169696.240535 + Penalty 2485.375371 = -167210.865165
  nChanged 4
		SP:Iteration 28Q (81955.540000 sec): 3 clusters
  Score: Raw -169697.607918 + Penalty 2485.375371 = -167212.232547
  nChanged 1
		SP:Iteration 29Q (81955.710000 sec): 3 clusters
  Score: Raw -169697.833755 + Penalty 2485.375371 = -167212.458385
  nChanged 0
		SP:Iteration 30F (81955.890000 sec): 3 clusters
  Score: Raw -169697.833755 + Penalty 2485.375371 = -167212.458385
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 105 (2235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81956.000000 sec): 2 clusters
  Score: Raw -189549.341278 + Penalty 1253.199432 = -188296.141846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81956.140000 sec): 3 clusters
  Score: Raw -188614.569361 + Penalty 2506.398865 = -186108.170496
  nChanged 808
		SP:Iteration 1F (81956.320000 sec): 3 clusters
  Score: Raw -189104.289324 + Penalty 2506.398865 = -186597.890460
  nChanged 173
		SP:Iteration 2F (81956.500000 sec): 3 clusters
  Score: Raw -189246.445952 + Penalty 2506.398865 = -186740.047087
  nChanged 126
		SP:Iteration 3F (81956.670000 sec): 3 clusters
  Score: Raw -189344.122293 + Penalty 2506.398865 = -186837.723428
  nChanged 102
		SP:Iteration 4Q (81956.850000 sec): 3 clusters
  Score: Raw -189421.686640 + Penalty 2506.398865 = -186915.287775
  nChanged 85
		SP:Iteration 5Q (81957.020000 sec): 3 clusters
  Score: Raw -189489.829170 + Penalty 2506.398865 = -186983.430305
  nChanged 78
		SP:Iteration 6Q (81957.070000 sec): 3 clusters
  Score: Raw -189559.249731 + Penalty 2506.398865 = -187052.850866
  nChanged 75
		SP:Iteration 7Q (81957.110000 sec): 3 clusters
  Score: Raw -189631.566632 + Penalty 2506.398865 = -187125.167767
  nChanged 66
		SP:Iteration 8Q (81957.160000 sec): 3 clusters
  Score: Raw -189677.696468 + Penalty 2506.398865 = -187171.297603
  nChanged 53
		SP:Iteration 9Q (81957.200000 sec): 3 clusters
  Score: Raw -189717.929413 + Penalty 2506.398865 = -187211.530549
  nChanged 50
		SP:Iteration 10Q (81957.240000 sec): 3 clusters
  Score: Raw -189760.075806 + Penalty 2506.398865 = -187253.676942
  nChanged 48
		SP:Iteration 11Q (81957.290000 sec): 3 clusters
  Score: Raw -189803.733798 + Penalty 2506.398865 = -187297.334933
  nChanged 41
		SP:Iteration 12Q (81957.330000 sec): 3 clusters
  Score: Raw -189837.042674 + Penalty 2506.398865 = -187330.643809
  nChanged 36
		SP:Iteration 13Q (81957.370000 sec): 3 clusters
  Score: Raw -189865.269802 + Penalty 2506.398865 = -187358.870937
  nChanged 32
		SP:Iteration 14Q (81957.420000 sec): 3 clusters
  Score: Raw -189890.497681 + Penalty 2506.398865 = -187384.098816
  nChanged 26
		SP:Iteration 15Q (81957.460000 sec): 3 clusters
  Score: Raw -189911.498826 + Penalty 2506.398865 = -187405.099961
  nChanged 27
		SP:Iteration 16Q (81957.500000 sec): 3 clusters
  Score: Raw -189932.555532 + Penalty 2506.398865 = -187426.156668
  nChanged 20
		SP:Iteration 17Q (81957.540000 sec): 3 clusters
  Score: Raw -189946.349930 + Penalty 2506.398865 = -187439.951065
  nChanged 16
		SP:Iteration 18Q (81957.590000 sec): 3 clusters
  Score: Raw -189956.170902 + Penalty 2506.398865 = -187449.772037
  nChanged 11
		SP:Iteration 19Q (81957.630000 sec): 3 clusters
  Score: Raw -189962.407621 + Penalty 2506.398865 = -187456.008756
  nChanged 8
		SP:Iteration 20F (81957.680000 sec): 3 clusters
  Score: Raw -189966.111131 + Penalty 2506.398865 = -187459.712266
  nChanged 3
		SP:Iteration 21Q (81957.720000 sec): 3 clusters
  Score: Raw -189968.169176 + Penalty 2506.398865 = -187461.770312
  nChanged 6
		SP:Iteration 22Q (81957.760000 sec): 3 clusters
  Score: Raw -189973.129971 + Penalty 2506.398865 = -187466.731106
  nChanged 8
		SP:Iteration 23Q (81957.800000 sec): 3 clusters
  Score: Raw -189978.484726 + Penalty 2506.398865 = -187472.085861
  nChanged 5
		SP:Iteration 24Q (81957.850000 sec): 3 clusters
  Score: Raw -189981.577478 + Penalty 2506.398865 = -187475.178613
  nChanged 6
		SP:Iteration 25Q (81957.890000 sec): 3 clusters
  Score: Raw -189985.266953 + Penalty 2506.398865 = -187478.868088
  nChanged 3
		SP:Iteration 26Q (81957.940000 sec): 3 clusters
  Score: Raw -189986.546698 + Penalty 2506.398865 = -187480.147833
  nChanged 0
		SP:Iteration 27F (81957.980000 sec): 3 clusters
  Score: Raw -189986.546698 + Penalty 2506.398865 = -187480.147833
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 106 (8837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81958.090000 sec): 2 clusters
  Score: Raw -836165.788010 + Penalty 1476.589194 = -834689.198816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81958.310000 sec): 3 clusters
  Score: Raw -831223.538269 + Penalty 2953.178388 = -828270.359881
  nChanged 3757
		SP:Iteration 1F (81958.500000 sec): 3 clusters
  Score: Raw -833310.780347 + Penalty 2953.178388 = -830357.601959
  nChanged 568
		SP:Iteration 2F (81958.680000 sec): 3 clusters
  Score: Raw -833603.194530 + Penalty 2953.178388 = -830650.016142
  nChanged 506
		SP:Iteration 3F (81958.880000 sec): 3 clusters
  Score: Raw -833888.212155 + Penalty 2953.178388 = -830935.033768
  nChanged 526
		SP:Iteration 4F (81959.070000 sec): 3 clusters
  Score: Raw -834221.572181 + Penalty 2953.178388 = -831268.393793
  nChanged 529
		SP:Iteration 5F (81959.260000 sec): 3 clusters
  Score: Raw -834566.730524 + Penalty 2953.178388 = -831613.552136
  nChanged 498
		SP:Iteration 6F (81959.460000 sec): 3 clusters
  Score: Raw -834867.032260 + Penalty 2953.178388 = -831913.853872
  nChanged 441
		SP:Iteration 7Q (81959.650000 sec): 3 clusters
  Score: Raw -835109.093542 + Penalty 2953.178388 = -832155.915154
  nChanged 340
		SP:Iteration 8Q (81959.890000 sec): 3 clusters
  Score: Raw -835263.659201 + Penalty 2953.178388 = -832310.480813
  nChanged 288
		SP:Iteration 9Q (81960.070000 sec): 3 clusters
  Score: Raw -835379.052368 + Penalty 2953.178388 = -832425.873980
  nChanged 234
		SP:Iteration 10Q (81960.270000 sec): 3 clusters
  Score: Raw -835466.798853 + Penalty 2953.178388 = -832513.620465
  nChanged 182
		SP:Iteration 11Q (81960.470000 sec): 3 clusters
  Score: Raw -835523.863266 + Penalty 2953.178388 = -832570.684879
  nChanged 133
		SP:Iteration 12Q (81960.700000 sec): 3 clusters
  Score: Raw -835561.622557 + Penalty 2953.178388 = -832608.444169
  nChanged 112
		SP:Iteration 13Q (81960.890000 sec): 3 clusters
  Score: Raw -835589.889985 + Penalty 2953.178388 = -832636.711597
  nChanged 87
		SP:Iteration 14Q (81961.080000 sec): 3 clusters
  Score: Raw -835610.255507 + Penalty 2953.178388 = -832657.077119
  nChanged 74
		SP:Iteration 15Q (81961.240000 sec): 3 clusters
  Score: Raw -835625.260598 + Penalty 2953.178388 = -832672.082210
  nChanged 52
		SP:Iteration 16Q (81961.480000 sec): 3 clusters
  Score: Raw -835634.747183 + Penalty 2953.178388 = -832681.568796
  nChanged 38
		SP:Iteration 17Q (81961.670000 sec): 3 clusters
  Score: Raw -835641.752970 + Penalty 2953.178388 = -832688.574582
  nChanged 34
		SP:Iteration 18Q (81961.890000 sec): 3 clusters
  Score: Raw -835647.875485 + Penalty 2953.178388 = -832694.697097
  nChanged 32
		SP:Iteration 19Q (81962.110000 sec): 3 clusters
  Score: Raw -835652.860006 + Penalty 2953.178388 = -832699.681618
  nChanged 34
		SP:Iteration 20F (81962.300000 sec): 3 clusters
  Score: Raw -835659.474041 + Penalty 2953.178388 = -832706.295653
  nChanged 32
		SP:Iteration 21Q (81962.530000 sec): 3 clusters
  Score: Raw -835665.817853 + Penalty 2953.178388 = -832712.639465
  nChanged 33
		SP:Iteration 22Q (81962.720000 sec): 3 clusters
  Score: Raw -835672.448432 + Penalty 2953.178388 = -832719.270044
  nChanged 39
		SP:Iteration 23Q (81962.960000 sec): 3 clusters
  Score: Raw -835683.156961 + Penalty 2953.178388 = -832729.978573
  nChanged 52
		SP:Iteration 24Q (81963.150000 sec): 3 clusters
  Score: Raw -835697.346289 + Penalty 2953.178388 = -832744.167901
  nChanged 65
		SP:Iteration 25Q (81963.350000 sec): 3 clusters
  Score: Raw -835713.757210 + Penalty 2953.178388 = -832760.578822
  nChanged 65
		SP:Iteration 26Q (81963.530000 sec): 3 clusters
  Score: Raw -835725.964752 + Penalty 2953.178388 = -832772.786364
  nChanged 55
		SP:Iteration 27Q (81963.720000 sec): 3 clusters
  Score: Raw -835735.963267 + Penalty 2953.178388 = -832782.784879
  nChanged 40
		SP:Iteration 28Q (81963.960000 sec): 3 clusters
  Score: Raw -835743.705523 + Penalty 2953.178388 = -832790.527136
  nChanged 39
		SP:Iteration 29Q (81964.160000 sec): 3 clusters
  Score: Raw -835752.930643 + Penalty 2953.178388 = -832799.752256
  nChanged 44
		SP:Iteration 30Q (81964.340000 sec): 3 clusters
  Score: Raw -835761.476212 + Penalty 2953.178388 = -832808.297824
  nChanged 39
		SP:Iteration 31Q (81964.540000 sec): 3 clusters
  Score: Raw -835769.326277 + Penalty 2953.178388 = -832816.147889
  nChanged 36
		SP:Iteration 32Q (81964.740000 sec): 3 clusters
  Score: Raw -835776.124005 + Penalty 2953.178388 = -832822.945617
  nChanged 47
		SP:Iteration 33Q (81964.920000 sec): 3 clusters
  Score: Raw -835784.710328 + Penalty 2953.178388 = -832831.531941
  nChanged 37
		SP:Iteration 34Q (81965.120000 sec): 3 clusters
  Score: Raw -835790.966280 + Penalty 2953.178388 = -832837.787892
  nChanged 36
		SP:Iteration 35Q (81965.360000 sec): 3 clusters
  Score: Raw -835796.920940 + Penalty 2953.178388 = -832843.742552
  nChanged 31
		SP:Iteration 36Q (81965.550000 sec): 3 clusters
  Score: Raw -835801.926623 + Penalty 2953.178388 = -832848.748236
  nChanged 29
		SP:Iteration 37Q (81965.740000 sec): 3 clusters
  Score: Raw -835806.687627 + Penalty 2953.178388 = -832853.509240
  nChanged 30
		SP:Iteration 38Q (81965.930000 sec): 3 clusters
  Score: Raw -835811.186288 + Penalty 2953.178388 = -832858.007900
  nChanged 27
		SP:Iteration 39Q (81966.130000 sec): 3 clusters
  Score: Raw -835814.733669 + Penalty 2953.178388 = -832861.555281
  nChanged 27
		SP:Iteration 40F (81966.320000 sec): 3 clusters
  Score: Raw -835819.364184 + Penalty 2953.178388 = -832866.185796
  nChanged 32
		SP:Iteration 41Q (81966.510000 sec): 3 clusters
  Score: Raw -835825.409917 + Penalty 2953.178388 = -832872.231529
  nChanged 46
		SP:Iteration 42Q (81966.750000 sec): 3 clusters
  Score: Raw -835834.541120 + Penalty 2953.178388 = -832881.362732
  nChanged 43
		SP:Iteration 43Q (81966.940000 sec): 3 clusters
  Score: Raw -835843.015928 + Penalty 2953.178388 = -832889.837540
  nChanged 50
		SP:Iteration 44Q (81967.130000 sec): 3 clusters
  Score: Raw -835854.169720 + Penalty 2953.178388 = -832900.991332
  nChanged 51
		SP:Iteration 45Q (81967.320000 sec): 3 clusters
  Score: Raw -835866.944782 + Penalty 2953.178388 = -832913.766394
  nChanged 73
		SP:Iteration 46Q (81967.560000 sec): 3 clusters
  Score: Raw -835887.928848 + Penalty 2953.178388 = -832934.750460
  nChanged 74
		SP:Iteration 47Q (81967.760000 sec): 3 clusters
  Score: Raw -835912.208818 + Penalty 2953.178388 = -832959.030430
  nChanged 85
		SP:Iteration 48Q (81967.950000 sec): 3 clusters
  Score: Raw -835938.773340 + Penalty 2953.178388 = -832985.594952
  nChanged 82
		SP:Iteration 49Q (81968.140000 sec): 3 clusters
  Score: Raw -835965.934685 + Penalty 2953.178388 = -833012.756297
  nChanged 98
		SP:Iteration 50Q (81968.380000 sec): 3 clusters
  Score: Raw -835997.206750 + Penalty 2953.178388 = -833044.028362
  nChanged 105
		SP:Iteration 51Q (81968.570000 sec): 3 clusters
  Score: Raw -836029.995930 + Penalty 2953.178388 = -833076.817542
  nChanged 103
		SP:Iteration 52Q (81968.760000 sec): 3 clusters
  Score: Raw -836065.326961 + Penalty 2953.178388 = -833112.148573
  nChanged 93
		SP:Iteration 53Q (81968.950000 sec): 3 clusters
  Score: Raw -836096.493400 + Penalty 2953.178388 = -833143.315012
  nChanged 98
		SP:Iteration 54Q (81969.150000 sec): 3 clusters
  Score: Raw -836128.752957 + Penalty 2953.178388 = -833175.574569
  nChanged 106
		SP:Iteration 55Q (81969.380000 sec): 3 clusters
  Score: Raw -836167.227159 + Penalty 2953.178388 = -833214.048771
  nChanged 104
		SP:Iteration 56Q (81969.570000 sec): 3 clusters
  Score: Raw -836215.041522 + Penalty 2953.178388 = -833261.863134
  nChanged 117
		SP:Iteration 57Q (81969.760000 sec): 3 clusters
  Score: Raw -836263.967841 + Penalty 2953.178388 = -833310.789453
  nChanged 122
		SP:Iteration 58Q (81969.960000 sec): 3 clusters
  Score: Raw -836309.059510 + Penalty 2953.178388 = -833355.881123
  nChanged 123
		SP:Iteration 59Q (81970.150000 sec): 3 clusters
  Score: Raw -836357.246069 + Penalty 2953.178388 = -833404.067681
  nChanged 125
		SP:Iteration 60F (81970.340000 sec): 3 clusters
  Score: Raw -836400.529440 + Penalty 2953.178388 = -833447.351052
  nChanged 90
		SP:Iteration 61Q (81970.580000 sec): 3 clusters
  Score: Raw -836427.857068 + Penalty 2953.178388 = -833474.678680
  nChanged 84
		SP:Iteration 62Q (81970.780000 sec): 3 clusters
  Score: Raw -836457.384000 + Penalty 2953.178388 = -833504.205613
  nChanged 73
		SP:Iteration 63Q (81970.970000 sec): 3 clusters
  Score: Raw -836477.766244 + Penalty 2953.178388 = -833524.587856
  nChanged 69
		SP:Iteration 64Q (81971.160000 sec): 3 clusters
  Score: Raw -836499.978104 + Penalty 2953.178388 = -833546.799717
  nChanged 72
		SP:Iteration 65Q (81971.360000 sec): 3 clusters
  Score: Raw -836521.878328 + Penalty 2953.178388 = -833568.699940
  nChanged 63
		SP:Iteration 66Q (81971.540000 sec): 3 clusters
  Score: Raw -836545.589574 + Penalty 2953.178388 = -833592.411186
  nChanged 66
		SP:Iteration 67Q (81971.740000 sec): 3 clusters
  Score: Raw -836566.741188 + Penalty 2953.178388 = -833613.562800
  nChanged 53
		SP:Iteration 68Q (81971.980000 sec): 3 clusters
  Score: Raw -836583.188101 + Penalty 2953.178388 = -833630.009714
  nChanged 49
		SP:Iteration 69Q (81972.170000 sec): 3 clusters
  Score: Raw -836598.935443 + Penalty 2953.178388 = -833645.757056
  nChanged 41
		SP:Iteration 70Q (81972.360000 sec): 3 clusters
  Score: Raw -836612.577488 + Penalty 2953.178388 = -833659.399100
  nChanged 41
		SP:Iteration 71Q (81972.550000 sec): 3 clusters
  Score: Raw -836623.965903 + Penalty 2953.178388 = -833670.787515
  nChanged 30
		SP:Iteration 72Q (81972.800000 sec): 3 clusters
  Score: Raw -836631.560441 + Penalty 2953.178388 = -833678.382054
  nChanged 24
		SP:Iteration 73Q (81972.990000 sec): 3 clusters
  Score: Raw -836638.444445 + Penalty 2953.178388 = -833685.266057
  nChanged 16
		SP:Iteration 74Q (81973.180000 sec): 3 clusters
  Score: Raw -836643.048847 + Penalty 2953.178388 = -833689.870459
  nChanged 10
		SP:Iteration 75Q (81973.370000 sec): 3 clusters
  Score: Raw -836645.521878 + Penalty 2953.178388 = -833692.343491
  nChanged 7
		SP:Iteration 76Q (81973.570000 sec): 3 clusters
  Score: Raw -836647.046311 + Penalty 2953.178388 = -833693.867924
  nChanged 10
		SP:Iteration 77Q (81973.800000 sec): 3 clusters
  Score: Raw -836649.386257 + Penalty 2953.178388 = -833696.207869
  nChanged 7
		SP:Iteration 78Q (81974.000000 sec): 3 clusters
  Score: Raw -836651.103807 + Penalty 2953.178388 = -833697.925420
  nChanged 8
		SP:Iteration 79Q (81974.180000 sec): 3 clusters
  Score: Raw -836653.000225 + Penalty 2953.178388 = -833699.821837
  nChanged 8
		SP:Iteration 80F (81974.420000 sec): 3 clusters
  Score: Raw -836654.610986 + Penalty 2953.178388 = -833701.432598
  nChanged 5
		SP:Iteration 81Q (81974.610000 sec): 3 clusters
  Score: Raw -836655.570618 + Penalty 2953.178388 = -833702.392230
  nChanged 4
		SP:Iteration 82Q (81974.810000 sec): 3 clusters
  Score: Raw -836656.433816 + Penalty 2953.178388 = -833703.255429
  nChanged 7
		SP:Iteration 83Q (81975.000000 sec): 3 clusters
  Score: Raw -836657.728324 + Penalty 2953.178388 = -833704.549936
  nChanged 4
		SP:Iteration 84Q (81975.190000 sec): 3 clusters
  Score: Raw -836658.587628 + Penalty 2953.178388 = -833705.409240
  nChanged 9
		SP:Iteration 85Q (81975.390000 sec): 3 clusters
  Score: Raw -836660.814937 + Penalty 2953.178388 = -833707.636549
  nChanged 11
		SP:Iteration 86Q (81975.580000 sec): 3 clusters
  Score: Raw -836663.640446 + Penalty 2953.178388 = -833710.462058
  nChanged 11
		SP:Iteration 87Q (81975.780000 sec): 3 clusters
  Score: Raw -836666.870850 + Penalty 2953.178388 = -833713.692462
  nChanged 10
		SP:Iteration 88Q (81975.970000 sec): 3 clusters
  Score: Raw -836669.396775 + Penalty 2953.178388 = -833716.218387
  nChanged 10
		SP:Iteration 89Q (81976.160000 sec): 3 clusters
  Score: Raw -836671.675477 + Penalty 2953.178388 = -833718.497089
  nChanged 9
		SP:Iteration 90Q (81976.360000 sec): 3 clusters
  Score: Raw -836673.907108 + Penalty 2953.178388 = -833720.728720
  nChanged 6
		SP:Iteration 91Q (81976.550000 sec): 3 clusters
  Score: Raw -836675.296048 + Penalty 2953.178388 = -833722.117661
  nChanged 6
		SP:Iteration 92Q (81976.740000 sec): 3 clusters
  Score: Raw -836676.579341 + Penalty 2953.178388 = -833723.400954
  nChanged 2
		SP:Iteration 93Q (81976.940000 sec): 3 clusters
  Score: Raw -836677.023042 + Penalty 2953.178388 = -833723.844654
  nChanged 2
		SP:Iteration 94Q (81977.130000 sec): 3 clusters
  Score: Raw -836677.646269 + Penalty 2953.178388 = -833724.467881
  nChanged 4
		SP:Iteration 95Q (81977.330000 sec): 3 clusters
  Score: Raw -836678.347336 + Penalty 2953.178388 = -833725.168948
  nChanged 2
		SP:Iteration 96Q (81977.570000 sec): 3 clusters
  Score: Raw -836678.605686 + Penalty 2953.178388 = -833725.427298
  nChanged 1
		SP:Iteration 97Q (81977.750000 sec): 3 clusters
  Score: Raw -836678.825580 + Penalty 2953.178388 = -833725.647193
  nChanged 4
		SP:Iteration 98Q (81977.950000 sec): 3 clusters
  Score: Raw -836679.866092 + Penalty 2953.178388 = -833726.687704
  nChanged 8
		SP:Iteration 99Q (81978.140000 sec): 3 clusters
  Score: Raw -836681.890254 + Penalty 2953.178388 = -833728.711866
  nChanged 7
		SP:Iteration 100F (81978.380000 sec): 3 clusters
  Score: Raw -836683.956471 + Penalty 2953.178388 = -833730.778084
  nChanged 8
		SP:Iteration 101Q (81978.570000 sec): 3 clusters
  Score: Raw -836685.956260 + Penalty 2953.178388 = -833732.777872
  nChanged 10
		SP:Iteration 102Q (81978.740000 sec): 3 clusters
  Score: Raw -836688.496171 + Penalty 2953.178388 = -833735.317783
  nChanged 6
		SP:Iteration 103Q (81978.960000 sec): 3 clusters
  Score: Raw -836690.111469 + Penalty 2953.178388 = -833736.933081
  nChanged 8
		SP:Iteration 104Q (81979.130000 sec): 3 clusters
  Score: Raw -836692.394270 + Penalty 2953.178388 = -833739.215882
  nChanged 7
		SP:Iteration 105Q (81979.350000 sec): 3 clusters
  Score: Raw -836694.319396 + Penalty 2953.178388 = -833741.141008
  nChanged 5
		SP:Iteration 106Q (81979.570000 sec): 3 clusters
  Score: Raw -836695.327888 + Penalty 2953.178388 = -833742.149500
  nChanged 4
		SP:Iteration 107Q (81979.780000 sec): 3 clusters
  Score: Raw -836696.505553 + Penalty 2953.178388 = -833743.327165
  nChanged 8
		SP:Iteration 108Q (81979.950000 sec): 3 clusters
  Score: Raw -836698.406284 + Penalty 2953.178388 = -833745.227897
  nChanged 8
		SP:Iteration 109Q (81980.130000 sec): 3 clusters
  Score: Raw -836700.321861 + Penalty 2953.178388 = -833747.143473
  nChanged 6
		SP:Iteration 110Q (81980.310000 sec): 3 clusters
  Score: Raw -836701.994174 + Penalty 2953.178388 = -833748.815787
  nChanged 5
		SP:Iteration 111Q (81980.520000 sec): 3 clusters
  Score: Raw -836703.122952 + Penalty 2953.178388 = -833749.944564
  nChanged 2
		SP:Iteration 112Q (81980.720000 sec): 3 clusters
  Score: Raw -836703.633083 + Penalty 2953.178388 = -833750.454695
  nChanged 2
		SP:Iteration 113Q (81980.880000 sec): 3 clusters
  Score: Raw -836704.229117 + Penalty 2953.178388 = -833751.050729
  nChanged 4
		SP:Iteration 114Q (81981.120000 sec): 3 clusters
  Score: Raw -836704.870175 + Penalty 2953.178388 = -833751.691787
  nChanged 2
		SP:Iteration 115Q (81981.290000 sec): 3 clusters
  Score: Raw -836705.371958 + Penalty 2953.178388 = -833752.193570
  nChanged 1
		SP:Iteration 116Q (81981.520000 sec): 3 clusters
  Score: Raw -836705.569747 + Penalty 2953.178388 = -833752.391359
  nChanged 2
		SP:Iteration 117Q (81981.680000 sec): 3 clusters
  Score: Raw -836705.929250 + Penalty 2953.178388 = -833752.750862
  nChanged 0
		SP:Iteration 118F (81981.880000 sec): 3 clusters
  Score: Raw -836705.929250 + Penalty 2953.178388 = -833752.750862
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 107 (7163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81982.000000 sec): 2 clusters
  Score: Raw -643957.214910 + Penalty 1442.461177 = -642514.753733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81982.200000 sec): 3 clusters
  Score: Raw -640082.521245 + Penalty 2884.922354 = -637197.598891
  nChanged 3039
		SP:Iteration 1F (81982.410000 sec): 3 clusters
  Score: Raw -642106.512209 + Penalty 2884.922354 = -639221.589854
  nChanged 632
		SP:Iteration 2F (81982.610000 sec): 3 clusters
  Score: Raw -642556.117960 + Penalty 2884.922354 = -639671.195606
  nChanged 516
		SP:Iteration 3F (81982.810000 sec): 3 clusters
  Score: Raw -642901.137981 + Penalty 2884.922354 = -640016.215627
  nChanged 411
		SP:Iteration 4F (81983.010000 sec): 3 clusters
  Score: Raw -643171.142468 + Penalty 2884.922354 = -640286.220114
  nChanged 367
		SP:Iteration 5F (81983.210000 sec): 3 clusters
  Score: Raw -643387.226925 + Penalty 2884.922354 = -640502.304571
  nChanged 294
		SP:Iteration 6Q (81983.410000 sec): 3 clusters
  Score: Raw -643534.394042 + Penalty 2884.922354 = -640649.471688
  nChanged 227
		SP:Iteration 7Q (81983.620000 sec): 3 clusters
  Score: Raw -643633.454670 + Penalty 2884.922354 = -640748.532315
  nChanged 168
		SP:Iteration 8Q (81983.820000 sec): 3 clusters
  Score: Raw -643695.055078 + Penalty 2884.922354 = -640810.132724
  nChanged 145
		SP:Iteration 9Q (81984.020000 sec): 3 clusters
  Score: Raw -643745.363052 + Penalty 2884.922354 = -640860.440698
  nChanged 115
		SP:Iteration 10Q (81984.220000 sec): 3 clusters
  Score: Raw -643777.801216 + Penalty 2884.922354 = -640892.878862
  nChanged 93
		SP:Iteration 11Q (81984.420000 sec): 3 clusters
  Score: Raw -643803.532769 + Penalty 2884.922354 = -640918.610415
  nChanged 74
		SP:Iteration 12Q (81984.620000 sec): 3 clusters
  Score: Raw -643818.584453 + Penalty 2884.922354 = -640933.662099
  nChanged 53
		SP:Iteration 13Q (81984.820000 sec): 3 clusters
  Score: Raw -643830.387176 + Penalty 2884.922354 = -640945.464822
  nChanged 58
		SP:Iteration 14Q (81985.010000 sec): 3 clusters
  Score: Raw -643841.608258 + Penalty 2884.922354 = -640956.685904
  nChanged 41
		SP:Iteration 15Q (81985.130000 sec): 3 clusters
  Score: Raw -643850.506584 + Penalty 2884.922354 = -640965.584230
  nChanged 44
		SP:Iteration 16Q (81985.300000 sec): 3 clusters
  Score: Raw -643861.995666 + Penalty 2884.922354 = -640977.073312
  nChanged 35
		SP:Iteration 17Q (81985.510000 sec): 3 clusters
  Score: Raw -643871.592728 + Penalty 2884.922354 = -640986.670374
  nChanged 35
		SP:Iteration 18Q (81985.710000 sec): 3 clusters
  Score: Raw -643881.289807 + Penalty 2884.922354 = -640996.367453
  nChanged 41
		SP:Iteration 19Q (81985.910000 sec): 3 clusters
  Score: Raw -643891.033319 + Penalty 2884.922354 = -641006.110965
  nChanged 27
		SP:Iteration 20F (81986.100000 sec): 3 clusters
  Score: Raw -643897.940192 + Penalty 2884.922354 = -641013.017837
  nChanged 30
		SP:Iteration 21Q (81986.340000 sec): 3 clusters
  Score: Raw -643907.111793 + Penalty 2884.922354 = -641022.189438
  nChanged 34
		SP:Iteration 22Q (81986.530000 sec): 3 clusters
  Score: Raw -643913.350990 + Penalty 2884.922354 = -641028.428636
  nChanged 29
		SP:Iteration 23Q (81986.740000 sec): 3 clusters
  Score: Raw -643920.783037 + Penalty 2884.922354 = -641035.860683
  nChanged 37
		SP:Iteration 24Q (81986.940000 sec): 3 clusters
  Score: Raw -643926.541118 + Penalty 2884.922354 = -641041.618764
  nChanged 25
		SP:Iteration 25Q (81987.140000 sec): 3 clusters
  Score: Raw -643930.552356 + Penalty 2884.922354 = -641045.630002
  nChanged 23
		SP:Iteration 26Q (81987.340000 sec): 3 clusters
  Score: Raw -643934.599686 + Penalty 2884.922354 = -641049.677332
  nChanged 17
		SP:Iteration 27Q (81987.540000 sec): 3 clusters
  Score: Raw -643937.506712 + Penalty 2884.922354 = -641052.584358
  nChanged 12
		SP:Iteration 28Q (81987.740000 sec): 3 clusters
  Score: Raw -643938.870908 + Penalty 2884.922354 = -641053.948554
  nChanged 9
		SP:Iteration 29Q (81987.940000 sec): 3 clusters
  Score: Raw -643939.878199 + Penalty 2884.922354 = -641054.955845
  nChanged 8
		SP:Iteration 30Q (81988.140000 sec): 3 clusters
  Score: Raw -643941.043736 + Penalty 2884.922354 = -641056.121381
  nChanged 6
		SP:Iteration 31Q (81988.340000 sec): 3 clusters
  Score: Raw -643941.742009 + Penalty 2884.922354 = -641056.819655
  nChanged 3
		SP:Iteration 32Q (81988.540000 sec): 3 clusters
  Score: Raw -643941.917605 + Penalty 2884.922354 = -641056.995251
  nChanged 4
		SP:Iteration 33Q (81988.740000 sec): 3 clusters
  Score: Raw -643942.199694 + Penalty 2884.922354 = -641057.277340
  nChanged 1
		SP:Iteration 34Q (81988.940000 sec): 3 clusters
  Score: Raw -643942.271466 + Penalty 2884.922354 = -641057.349112
  nChanged 1
		SP:Iteration 35Q (81989.140000 sec): 3 clusters
  Score: Raw -643942.359539 + Penalty 2884.922354 = -641057.437185
  nChanged 0
		SP:Iteration 36F (81989.340000 sec): 3 clusters
  Score: Raw -643942.359539 + Penalty 2884.922354 = -641057.437185
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 108 (10148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81989.490000 sec): 2 clusters
  Score: Raw -883252.591424 + Penalty 1499.067687 = -881753.523737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81989.750000 sec): 3 clusters
  Score: Raw -877449.747392 + Penalty 2998.135374 = -874451.612017
  nChanged 4326
		SP:Iteration 1F (81990.020000 sec): 3 clusters
  Score: Raw -880014.445701 + Penalty 2998.135374 = -877016.310327
  nChanged 716
		SP:Iteration 2F (81990.270000 sec): 3 clusters
  Score: Raw -880426.354156 + Penalty 2998.135374 = -877428.218781
  nChanged 625
		SP:Iteration 3F (81990.530000 sec): 3 clusters
  Score: Raw -880768.742679 + Penalty 2998.135374 = -877770.607305
  nChanged 530
		SP:Iteration 4F (81990.800000 sec): 3 clusters
  Score: Raw -881045.799680 + Penalty 2998.135374 = -878047.664305
  nChanged 492
		SP:Iteration 5Q (81991.060000 sec): 3 clusters
  Score: Raw -881295.221146 + Penalty 2998.135374 = -878297.085772
  nChanged 424
		SP:Iteration 6Q (81991.330000 sec): 3 clusters
  Score: Raw -881507.997725 + Penalty 2998.135374 = -878509.862351
  nChanged 398
		SP:Iteration 7Q (81991.600000 sec): 3 clusters
  Score: Raw -881710.799996 + Penalty 2998.135374 = -878712.664622
  nChanged 367
		SP:Iteration 8Q (81991.860000 sec): 3 clusters
  Score: Raw -881905.816204 + Penalty 2998.135374 = -878907.680830
  nChanged 340
		SP:Iteration 9Q (81992.130000 sec): 3 clusters
  Score: Raw -882095.319517 + Penalty 2998.135374 = -879097.184143
  nChanged 331
		SP:Iteration 10Q (81992.390000 sec): 3 clusters
  Score: Raw -882282.914414 + Penalty 2998.135374 = -879284.779040
  nChanged 301
		SP:Iteration 11Q (81992.660000 sec): 3 clusters
  Score: Raw -882433.302193 + Penalty 2998.135374 = -879435.166818
  nChanged 260
		SP:Iteration 12Q (81992.920000 sec): 3 clusters
  Score: Raw -882578.843515 + Penalty 2998.135374 = -879580.708141
  nChanged 247
		SP:Iteration 13Q (81993.150000 sec): 3 clusters
  Score: Raw -882720.860435 + Penalty 2998.135374 = -879722.725061
  nChanged 224
		SP:Iteration 14Q (81993.370000 sec): 3 clusters
  Score: Raw -882858.720236 + Penalty 2998.135374 = -879860.584862
  nChanged 200
		SP:Iteration 15Q (81993.590000 sec): 3 clusters
  Score: Raw -882978.323350 + Penalty 2998.135374 = -879980.187975
  nChanged 161
		SP:Iteration 16Q (81993.820000 sec): 3 clusters
  Score: Raw -883097.886446 + Penalty 2998.135374 = -880099.751071
  nChanged 139
		SP:Iteration 17Q (81994.040000 sec): 3 clusters
  Score: Raw -883190.716650 + Penalty 2998.135374 = -880192.581276
  nChanged 107
		SP:Iteration 18Q (81994.180000 sec): 3 clusters
  Score: Raw -883250.333633 + Penalty 2998.135374 = -880252.198258
  nChanged 85
		SP:Iteration 19Q (81994.370000 sec): 3 clusters
  Score: Raw -883291.686834 + Penalty 2998.135374 = -880293.551460
  nChanged 70
		SP:Iteration 20F (81994.510000 sec): 3 clusters
  Score: Raw -883331.490971 + Penalty 2998.135374 = -880333.355597
  nChanged 58
		SP:Iteration 21Q (81994.700000 sec): 3 clusters
  Score: Raw -883368.569005 + Penalty 2998.135374 = -880370.433630
  nChanged 45
		SP:Iteration 22Q (81994.940000 sec): 3 clusters
  Score: Raw -883395.341331 + Penalty 2998.135374 = -880397.205957
  nChanged 41
		SP:Iteration 23Q (81995.160000 sec): 3 clusters
  Score: Raw -883419.559057 + Penalty 2998.135374 = -880421.423682
  nChanged 32
		SP:Iteration 24Q (81995.380000 sec): 3 clusters
  Score: Raw -883440.937759 + Penalty 2998.135374 = -880442.802385
  nChanged 25
		SP:Iteration 25Q (81995.650000 sec): 3 clusters
  Score: Raw -883456.411526 + Penalty 2998.135374 = -880458.276152
  nChanged 18
		SP:Iteration 26Q (81995.840000 sec): 3 clusters
  Score: Raw -883467.526345 + Penalty 2998.135374 = -880469.390971
  nChanged 11
		SP:Iteration 27Q (81995.980000 sec): 3 clusters
  Score: Raw -883471.335117 + Penalty 2998.135374 = -880473.199742
  nChanged 5
		SP:Iteration 28Q (81996.120000 sec): 3 clusters
  Score: Raw -883472.931113 + Penalty 2998.135374 = -880474.795739
  nChanged 4
		SP:Iteration 29Q (81996.330000 sec): 3 clusters
  Score: Raw -883474.471858 + Penalty 2998.135374 = -880476.336483
  nChanged 3
		SP:Iteration 30Q (81996.530000 sec): 3 clusters
  Score: Raw -883475.786738 + Penalty 2998.135374 = -880477.651363
  nChanged 2
		SP:Iteration 31Q (81996.790000 sec): 3 clusters
  Score: Raw -883476.158032 + Penalty 2998.135374 = -880478.022658
  nChanged 0
		SP:Iteration 32F (81996.930000 sec): 3 clusters
  Score: Raw -883476.158032 + Penalty 2998.135374 = -880478.022658
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 109 (2641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81997.000000 sec): 2 clusters
  Score: Raw -208833.202797 + Penalty 1280.323348 = -207552.879449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81997.060000 sec): 3 clusters
  Score: Raw -207619.444693 + Penalty 2560.646696 = -205058.797996
  nChanged 995
		SP:Iteration 1F (81997.110000 sec): 3 clusters
  Score: Raw -208312.077775 + Penalty 2560.646696 = -205751.431079
  nChanged 290
		SP:Iteration 2F (81997.160000 sec): 3 clusters
  Score: Raw -208640.747145 + Penalty 2560.646696 = -206080.100448
  nChanged 229
		SP:Iteration 3F (81997.210000 sec): 3 clusters
  Score: Raw -208893.133300 + Penalty 2560.646696 = -206332.486603
  nChanged 175
		SP:Iteration 4F (81997.260000 sec): 3 clusters
  Score: Raw -209108.476607 + Penalty 2560.646696 = -206547.829910
  nChanged 140
		SP:Iteration 5F (81997.310000 sec): 3 clusters
  Score: Raw -209241.453747 + Penalty 2560.646696 = -206680.807051
  nChanged 104
		SP:Iteration 6Q (81997.360000 sec): 3 clusters
  Score: Raw -209330.001321 + Penalty 2560.646696 = -206769.354624
  nChanged 60
		SP:Iteration 7Q (81997.410000 sec): 3 clusters
  Score: Raw -209372.438248 + Penalty 2560.646696 = -206811.791551
  nChanged 47
		SP:Iteration 8Q (81997.460000 sec): 3 clusters
  Score: Raw -209400.789680 + Penalty 2560.646696 = -206840.142984
  nChanged 29
		SP:Iteration 9Q (81997.510000 sec): 3 clusters
  Score: Raw -209419.412612 + Penalty 2560.646696 = -206858.765916
  nChanged 22
		SP:Iteration 10Q (81997.560000 sec): 3 clusters
  Score: Raw -209429.695347 + Penalty 2560.646696 = -206869.048650
  nChanged 13
		SP:Iteration 11Q (81997.610000 sec): 3 clusters
  Score: Raw -209437.830351 + Penalty 2560.646696 = -206877.183654
  nChanged 15
		SP:Iteration 12Q (81997.660000 sec): 3 clusters
  Score: Raw -209445.912058 + Penalty 2560.646696 = -206885.265361
  nChanged 11
		SP:Iteration 13Q (81997.710000 sec): 3 clusters
  Score: Raw -209452.620218 + Penalty 2560.646696 = -206891.973522
  nChanged 11
		SP:Iteration 14Q (81997.760000 sec): 3 clusters
  Score: Raw -209458.216283 + Penalty 2560.646696 = -206897.569587
  nChanged 9
		SP:Iteration 15Q (81997.810000 sec): 3 clusters
  Score: Raw -209461.435344 + Penalty 2560.646696 = -206900.788648
  nChanged 8
		SP:Iteration 16Q (81997.860000 sec): 3 clusters
  Score: Raw -209465.983947 + Penalty 2560.646696 = -206905.337250
  nChanged 9
		SP:Iteration 17Q (81997.910000 sec): 3 clusters
  Score: Raw -209469.730347 + Penalty 2560.646696 = -206909.083651
  nChanged 8
		SP:Iteration 18Q (81997.960000 sec): 3 clusters
  Score: Raw -209472.804396 + Penalty 2560.646696 = -206912.157699
  nChanged 7
		SP:Iteration 19Q (81998.010000 sec): 3 clusters
  Score: Raw -209476.131919 + Penalty 2560.646696 = -206915.485222
  nChanged 5
		SP:Iteration 20F (81998.060000 sec): 3 clusters
  Score: Raw -209480.041435 + Penalty 2560.646696 = -206919.394738
  nChanged 9
		SP:Iteration 21Q (81998.110000 sec): 3 clusters
  Score: Raw -209485.874494 + Penalty 2560.646696 = -206925.227798
  nChanged 3
		SP:Iteration 22Q (81998.170000 sec): 3 clusters
  Score: Raw -209487.969197 + Penalty 2560.646696 = -206927.322501
  nChanged 1
		SP:Iteration 23Q (81998.210000 sec): 3 clusters
  Score: Raw -209488.593246 + Penalty 2560.646696 = -206927.946550
  nChanged 1
		SP:Iteration 24Q (81998.270000 sec): 3 clusters
  Score: Raw -209488.763103 + Penalty 2560.646696 = -206928.116406
  nChanged 0
		SP:Iteration 25F (81998.310000 sec): 3 clusters
  Score: Raw -209488.763103 + Penalty 2560.646696 = -206928.116406
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 110 (2025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81998.390000 sec): 2 clusters
  Score: Raw -170298.014344 + Penalty 1237.165309 = -169060.849034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81998.570000 sec): 3 clusters
  Score: Raw -169491.503960 + Penalty 2474.330618 = -167017.173342
  nChanged 696
		SP:Iteration 1F (81998.740000 sec): 3 clusters
  Score: Raw -170006.639322 + Penalty 2474.330618 = -167532.308703
  nChanged 205
		SP:Iteration 2F (81998.920000 sec): 3 clusters
  Score: Raw -170211.641284 + Penalty 2474.330618 = -167737.310666
  nChanged 130
		SP:Iteration 3F (81999.090000 sec): 3 clusters
  Score: Raw -170326.165763 + Penalty 2474.330618 = -167851.835144
  nChanged 78
		SP:Iteration 4Q (81999.230000 sec): 3 clusters
  Score: Raw -170379.280768 + Penalty 2474.330618 = -167904.950149
  nChanged 59
		SP:Iteration 5Q (81999.400000 sec): 3 clusters
  Score: Raw -170412.898399 + Penalty 2474.330618 = -167938.567780
  nChanged 43
		SP:Iteration 6Q (81999.580000 sec): 3 clusters
  Score: Raw -170445.306857 + Penalty 2474.330618 = -167970.976239
  nChanged 32
		SP:Iteration 7Q (81999.750000 sec): 3 clusters
  Score: Raw -170467.946172 + Penalty 2474.330618 = -167993.615553
  nChanged 25
		SP:Iteration 8Q (81999.930000 sec): 3 clusters
  Score: Raw -170484.075058 + Penalty 2474.330618 = -168009.744439
  nChanged 27
		SP:Iteration 9Q (82000.110000 sec): 3 clusters
  Score: Raw -170509.440504 + Penalty 2474.330618 = -168035.109885
  nChanged 34
		SP:Iteration 10Q (82000.280000 sec): 3 clusters
  Score: Raw -170538.550485 + Penalty 2474.330618 = -168064.219867
  nChanged 29
		SP:Iteration 11Q (82000.460000 sec): 3 clusters
  Score: Raw -170562.242518 + Penalty 2474.330618 = -168087.911899
  nChanged 28
		SP:Iteration 12Q (82000.630000 sec): 3 clusters
  Score: Raw -170588.852243 + Penalty 2474.330618 = -168114.521624
  nChanged 23
		SP:Iteration 13Q (82000.810000 sec): 3 clusters
  Score: Raw -170606.896355 + Penalty 2474.330618 = -168132.565736
  nChanged 20
		SP:Iteration 14Q (82000.980000 sec): 3 clusters
  Score: Raw -170621.560468 + Penalty 2474.330618 = -168147.229850
  nChanged 15
		SP:Iteration 15Q (82001.160000 sec): 3 clusters
  Score: Raw -170632.773768 + Penalty 2474.330618 = -168158.443150
  nChanged 10
		SP:Iteration 16Q (82001.330000 sec): 3 clusters
  Score: Raw -170637.754235 + Penalty 2474.330618 = -168163.423616
  nChanged 9
		SP:Iteration 17Q (82001.510000 sec): 3 clusters
  Score: Raw -170643.387132 + Penalty 2474.330618 = -168169.056514
  nChanged 8
		SP:Iteration 18Q (82001.690000 sec): 3 clusters
  Score: Raw -170647.572921 + Penalty 2474.330618 = -168173.242302
  nChanged 9
		SP:Iteration 19Q (82001.860000 sec): 3 clusters
  Score: Raw -170651.904379 + Penalty 2474.330618 = -168177.573761
  nChanged 4
		SP:Iteration 20F (82002.040000 sec): 3 clusters
  Score: Raw -170653.218978 + Penalty 2474.330618 = -168178.888360
  nChanged 5
		SP:Iteration 21Q (82002.210000 sec): 3 clusters
  Score: Raw -170654.455500 + Penalty 2474.330618 = -168180.124882
  nChanged 3
		SP:Iteration 22Q (82002.390000 sec): 3 clusters
  Score: Raw -170655.725895 + Penalty 2474.330618 = -168181.395277
  nChanged 2
		SP:Iteration 23Q (82002.570000 sec): 3 clusters
  Score: Raw -170656.003488 + Penalty 2474.330618 = -168181.672870
  nChanged 1
		SP:Iteration 24Q (82002.740000 sec): 3 clusters
  Score: Raw -170656.429382 + Penalty 2474.330618 = -168182.098764
  nChanged 0
		SP:Iteration 25F (82002.920000 sec): 3 clusters
  Score: Raw -170656.429382 + Penalty 2474.330618 = -168182.098764
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 111 (3781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82003.030000 sec): 2 clusters
  Score: Raw -311965.910331 + Penalty 1338.633368 = -310627.276963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82003.200000 sec): 3 clusters
  Score: Raw -310141.996688 + Penalty 2677.266736 = -307464.729951
  nChanged 1504
		SP:Iteration 1F (82003.370000 sec): 3 clusters
  Score: Raw -311227.984839 + Penalty 2677.266736 = -308550.718103
  nChanged 330
		SP:Iteration 2F (82003.550000 sec): 3 clusters
  Score: Raw -311501.343907 + Penalty 2677.266736 = -308824.077171
  nChanged 252
		SP:Iteration 3F (82003.730000 sec): 3 clusters
  Score: Raw -311688.795394 + Penalty 2677.266736 = -309011.528657
  nChanged 197
		SP:Iteration 4F (82003.900000 sec): 3 clusters
  Score: Raw -311875.718072 + Penalty 2677.266736 = -309198.451336
  nChanged 202
		SP:Iteration 5F (82004.080000 sec): 3 clusters
  Score: Raw -312079.095427 + Penalty 2677.266736 = -309401.828691
  nChanged 161
		SP:Iteration 6Q (82004.150000 sec): 3 clusters
  Score: Raw -312204.443576 + Penalty 2677.266736 = -309527.176840
  nChanged 128
		SP:Iteration 7Q (82004.220000 sec): 3 clusters
  Score: Raw -312282.372033 + Penalty 2677.266736 = -309605.105297
  nChanged 109
		SP:Iteration 8Q (82004.290000 sec): 3 clusters
  Score: Raw -312340.022927 + Penalty 2677.266736 = -309662.756191
  nChanged 87
		SP:Iteration 9Q (82004.370000 sec): 3 clusters
  Score: Raw -312385.237484 + Penalty 2677.266736 = -309707.970748
  nChanged 59
		SP:Iteration 10Q (82004.430000 sec): 3 clusters
  Score: Raw -312415.426955 + Penalty 2677.266736 = -309738.160219
  nChanged 46
		SP:Iteration 11Q (82004.590000 sec): 3 clusters
  Score: Raw -312449.144153 + Penalty 2677.266736 = -309771.877417
  nChanged 53
		SP:Iteration 12Q (82004.660000 sec): 3 clusters
  Score: Raw -312485.699339 + Penalty 2677.266736 = -309808.432603
  nChanged 52
		SP:Iteration 13Q (82004.730000 sec): 3 clusters
  Score: Raw -312520.904599 + Penalty 2677.266736 = -309843.637863
  nChanged 52
		SP:Iteration 14Q (82004.800000 sec): 3 clusters
  Score: Raw -312557.470318 + Penalty 2677.266736 = -309880.203581
  nChanged 47
		SP:Iteration 15Q (82004.870000 sec): 3 clusters
  Score: Raw -312577.663458 + Penalty 2677.266736 = -309900.396722
  nChanged 33
		SP:Iteration 16Q (82005.060000 sec): 3 clusters
  Score: Raw -312588.599373 + Penalty 2677.266736 = -309911.332637
  nChanged 30
		SP:Iteration 17Q (82005.230000 sec): 3 clusters
  Score: Raw -312600.964240 + Penalty 2677.266736 = -309923.697504
  nChanged 26
		SP:Iteration 18Q (82005.410000 sec): 3 clusters
  Score: Raw -312610.518157 + Penalty 2677.266736 = -309933.251420
  nChanged 21
		SP:Iteration 19Q (82005.590000 sec): 3 clusters
  Score: Raw -312616.328742 + Penalty 2677.266736 = -309939.062005
  nChanged 17
		SP:Iteration 20F (82005.760000 sec): 3 clusters
  Score: Raw -312620.079088 + Penalty 2677.266736 = -309942.812351
  nChanged 5
		SP:Iteration 21Q (82005.940000 sec): 3 clusters
  Score: Raw -312621.366542 + Penalty 2677.266736 = -309944.099806
  nChanged 3
		SP:Iteration 22Q (82006.110000 sec): 3 clusters
  Score: Raw -312622.136721 + Penalty 2677.266736 = -309944.869985
  nChanged 1
		SP:Iteration 23Q (82006.290000 sec): 3 clusters
  Score: Raw -312622.261852 + Penalty 2677.266736 = -309944.995116
  nChanged 1
		SP:Iteration 24Q (82006.410000 sec): 3 clusters
  Score: Raw -312622.697994 + Penalty 2677.266736 = -309945.431258
  nChanged 2
		SP:Iteration 25Q (82006.490000 sec): 3 clusters
  Score: Raw -312622.850797 + Penalty 2677.266736 = -309945.584060
  nChanged 3
		SP:Iteration 26Q (82006.560000 sec): 3 clusters
  Score: Raw -312624.181518 + Penalty 2677.266736 = -309946.914782
  nChanged 2
		SP:Iteration 27Q (82006.640000 sec): 3 clusters
  Score: Raw -312624.828112 + Penalty 2677.266736 = -309947.561376
  nChanged 4
		SP:Iteration 28Q (82006.710000 sec): 3 clusters
  Score: Raw -312625.484062 + Penalty 2677.266736 = -309948.217326
  nChanged 3
		SP:Iteration 29Q (82006.790000 sec): 3 clusters
  Score: Raw -312626.720059 + Penalty 2677.266736 = -309949.453322
  nChanged 4
		SP:Iteration 30Q (82006.870000 sec): 3 clusters
  Score: Raw -312627.708846 + Penalty 2677.266736 = -309950.442110
  nChanged 2
		SP:Iteration 31Q (82006.940000 sec): 3 clusters
  Score: Raw -312628.454684 + Penalty 2677.266736 = -309951.187948
  nChanged 2
		SP:Iteration 32Q (82007.020000 sec): 3 clusters
  Score: Raw -312628.793946 + Penalty 2677.266736 = -309951.527209
  nChanged 1
		SP:Iteration 33Q (82007.090000 sec): 3 clusters
  Score: Raw -312628.879398 + Penalty 2677.266736 = -309951.612662
  nChanged 2
		SP:Iteration 34Q (82007.170000 sec): 3 clusters
  Score: Raw -312629.165492 + Penalty 2677.266736 = -309951.898755
  nChanged 1
		SP:Iteration 35Q (82007.250000 sec): 3 clusters
  Score: Raw -312629.564421 + Penalty 2677.266736 = -309952.297685
  nChanged 0
		SP:Iteration 36F (82007.320000 sec): 3 clusters
  Score: Raw -312629.564421 + Penalty 2677.266736 = -309952.297685
  nChanged 0
Iteration 459Q (82199.950000 sec): 112 clusters
  Score: Raw -47045928.462080 + Penalty 239366.094331 = -46806562.367749
  nChanged 64
Iteration 460F (82410.680000 sec): 112 clusters
  Score: Raw -47045935.081482 + Penalty 239366.094331 = -46806568.987151
  nChanged 62
Iteration 461Q (82601.510000 sec): 112 clusters
  Score: Raw -47045944.312104 + Penalty 239366.094331 = -46806578.217774
  nChanged 80
Iteration 462Q (82792.060000 sec): 112 clusters
  Score: Raw -47045954.849714 + Penalty 239366.094331 = -46806588.755383
  nChanged 60
Iteration 463Q (82980.730000 sec): 112 clusters
  Score: Raw -47045962.937836 + Penalty 239366.094331 = -46806596.843505
  nChanged 55
Iteration 464Q (83170.940000 sec): 112 clusters
  Score: Raw -47045970.660561 + Penalty 239366.094331 = -46806604.566230
  nChanged 51
Iteration 465Q (83364.540000 sec): 112 clusters
  Score: Raw -47045977.221199 + Penalty 239366.094331 = -46806611.126869
  nChanged 48
Iteration 466Q (83558.590000 sec): 112 clusters
  Score: Raw -47045983.682926 + Penalty 239366.094331 = -46806617.588596
  nChanged 54
Iteration 467Q (83752.960000 sec): 112 clusters
  Score: Raw -47045990.683843 + Penalty 239366.094331 = -46806624.589512
  nChanged 54
Iteration 468Q (83945.940000 sec): 112 clusters
  Score: Raw -47045997.076324 + Penalty 239366.094331 = -46806630.981993
  nChanged 55
Iteration 469Q (84146.960000 sec): 112 clusters
  Score: Raw -47046002.862709 + Penalty 239366.094331 = -46806636.768378
  nChanged 64
Iteration 470Q (84336.940000 sec): 112 clusters
  Score: Raw -47046010.757288 + Penalty 239366.094331 = -46806644.662958
  nChanged 68
Iteration 471Q (84533.200000 sec): 112 clusters
  Score: Raw -47046019.276684 + Penalty 239366.094331 = -46806653.182353
  nChanged 76
Iteration 472Q (84736.300000 sec): 112 clusters
  Score: Raw -47046028.962949 + Penalty 239366.094331 = -46806662.868618
  nChanged 79
Iteration 473Q (84940.860000 sec): 112 clusters
  Score: Raw -47046038.073349 + Penalty 239366.094331 = -46806671.979018
  nChanged 84
Iteration 474Q (85141.550000 sec): 112 clusters
  Score: Raw -47046048.237492 + Penalty 239366.094331 = -46806682.143162
  nChanged 71
Iteration 475Q (85341.010000 sec): 112 clusters
  Score: Raw -47046057.932291 + Penalty 239366.094331 = -46806691.837961
  nChanged 79
Iteration 476Q (85541.970000 sec): 112 clusters
  Score: Raw -47046069.107513 + Penalty 239366.094331 = -46806703.013182
  nChanged 91
Iteration 477Q (85741.210000 sec): 112 clusters
  Score: Raw -47046083.580795 + Penalty 239366.094331 = -46806717.486464
  nChanged 89
Iteration 478Q (85935.910000 sec): 112 clusters
  Score: Raw -47046097.338109 + Penalty 239366.094331 = -46806731.243778
  nChanged 88
Iteration 479Q (86131.910000 sec): 112 clusters
  Score: Raw -47046111.191773 + Penalty 239366.094331 = -46806745.097442
  nChanged 104
Iteration 480F (86348.490000 sec): 112 clusters
  Score: Raw -47046130.509328 + Penalty 239366.094331 = -46806764.414997
  nChanged 104
Iteration 481Q (86545.010000 sec): 112 clusters
  Score: Raw -47046147.462567 + Penalty 239366.094331 = -46806781.368236
  nChanged 103
Iteration 482Q (86736.420000 sec): 112 clusters
  Score: Raw -47046159.992608 + Penalty 239366.094331 = -46806793.898277
  nChanged 81
Iteration 483Q (86928.300000 sec): 112 clusters
  Score: Raw -47046171.661202 + Penalty 239366.094331 = -46806805.566871
  nChanged 83
Iteration 484Q (87120.910000 sec): 112 clusters
  Score: Raw -47046185.564910 + Penalty 239366.094331 = -46806819.470579
  nChanged 96
Iteration 485Q (87311.590000 sec): 112 clusters
  Score: Raw -47046202.600419 + Penalty 239366.094331 = -46806836.506088
  nChanged 88
Iteration 486Q (87514.850000 sec): 112 clusters
  Score: Raw -47046216.021762 + Penalty 239366.094331 = -46806849.927431
  nChanged 91
Iteration 487Q (87707.350000 sec): 112 clusters
  Score: Raw -47046230.364472 + Penalty 239366.094331 = -46806864.270142
  nChanged 86
Iteration 488Q (87911.740000 sec): 112 clusters
  Score: Raw -47046243.209037 + Penalty 239366.094331 = -46806877.114706
  nChanged 75
Iteration 489Q (88115.750000 sec): 112 clusters
  Score: Raw -47046255.342823 + Penalty 239366.094331 = -46806889.248492
  nChanged 76
Iteration 490Q (88309.610000 sec): 112 clusters
  Score: Raw -47046267.746709 + Penalty 239366.094331 = -46806901.652378
  nChanged 59
Iteration 491Q (88502.300000 sec): 112 clusters
  Score: Raw -47046281.605426 + Penalty 239366.094331 = -46806915.511095
  nChanged 80
Iteration 492Q (88694.780000 sec): 112 clusters
  Score: Raw -47046293.089862 + Penalty 239366.094331 = -46806926.995531
  nChanged 65
Iteration 493Q (88885.780000 sec): 112 clusters
  Score: Raw -47046301.848462 + Penalty 239366.094331 = -46806935.754131
  nChanged 56
Iteration 494Q (89080.240000 sec): 112 clusters
  Score: Raw -47046308.603881 + Penalty 239366.094331 = -46806942.509550
  nChanged 60
Iteration 495Q (89270.590000 sec): 112 clusters
  Score: Raw -47046315.926936 + Penalty 239366.094331 = -46806949.832605
  nChanged 58
Iteration 496Q (89463.070000 sec): 112 clusters
  Score: Raw -47046322.760169 + Penalty 239366.094331 = -46806956.665838
  nChanged 51
Iteration 497Q (89663.810000 sec): 112 clusters
  Score: Raw -47046329.823547 + Penalty 239366.094331 = -46806963.729216
  nChanged 52
Iteration 498Q (89866.330000 sec): 112 clusters
  Score: Raw -47046336.040625 + Penalty 239366.094331 = -46806969.946294
  nChanged 58
Writing temp clu file 
Because OldScore, -46806963.729216, is greater than current (better) Score,-46806969.946294 
 Compute initial score before splitting:   Score: Raw -47046336.040625 + Penalty 239366.094331 = -46806969.946294
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (3570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89866.490000 sec): 2 clusters
  Score: Raw -301392.989247 + Penalty 1329.302142 = -300063.687105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89866.660000 sec): 3 clusters
  Score: Raw -299677.190715 + Penalty 2658.604284 = -297018.586431
  nChanged 1355
		SP:Iteration 1F (89866.840000 sec): 3 clusters
  Score: Raw -300579.320595 + Penalty 2658.604284 = -297920.716311
  nChanged 367
		SP:Iteration 2F (89867.010000 sec): 3 clusters
  Score: Raw -300947.852877 + Penalty 2658.604284 = -298289.248592
  nChanged 298
		SP:Iteration 3F (89867.190000 sec): 3 clusters
  Score: Raw -301230.250717 + Penalty 2658.604284 = -298571.646432
  nChanged 239
		SP:Iteration 4F (89867.370000 sec): 3 clusters
  Score: Raw -301466.021420 + Penalty 2658.604284 = -298807.417136
  nChanged 171
		SP:Iteration 5Q (89867.540000 sec): 3 clusters
  Score: Raw -301592.460068 + Penalty 2658.604284 = -298933.855784
  nChanged 111
		SP:Iteration 6Q (89867.720000 sec): 3 clusters
  Score: Raw -301652.483865 + Penalty 2658.604284 = -298993.879581
  nChanged 59
		SP:Iteration 7Q (89867.890000 sec): 3 clusters
  Score: Raw -301685.934185 + Penalty 2658.604284 = -299027.329901
  nChanged 44
		SP:Iteration 8Q (89868.070000 sec): 3 clusters
  Score: Raw -301706.820705 + Penalty 2658.604284 = -299048.216421
  nChanged 40
		SP:Iteration 9Q (89868.250000 sec): 3 clusters
  Score: Raw -301723.196470 + Penalty 2658.604284 = -299064.592186
  nChanged 34
		SP:Iteration 10Q (89868.420000 sec): 3 clusters
  Score: Raw -301736.607198 + Penalty 2658.604284 = -299078.002914
  nChanged 22
		SP:Iteration 11Q (89868.600000 sec): 3 clusters
  Score: Raw -301746.750137 + Penalty 2658.604284 = -299088.145852
  nChanged 18
		SP:Iteration 12Q (89868.770000 sec): 3 clusters
  Score: Raw -301752.275462 + Penalty 2658.604284 = -299093.671178
  nChanged 9
		SP:Iteration 13Q (89868.950000 sec): 3 clusters
  Score: Raw -301757.129772 + Penalty 2658.604284 = -299098.525488
  nChanged 12
		SP:Iteration 14Q (89869.130000 sec): 3 clusters
  Score: Raw -301759.838545 + Penalty 2658.604284 = -299101.234261
  nChanged 7
		SP:Iteration 15Q (89869.300000 sec): 3 clusters
  Score: Raw -301762.455365 + Penalty 2658.604284 = -299103.851080
  nChanged 12
		SP:Iteration 16Q (89869.480000 sec): 3 clusters
  Score: Raw -301766.659471 + Penalty 2658.604284 = -299108.055187
  nChanged 16
		SP:Iteration 17Q (89869.650000 sec): 3 clusters
  Score: Raw -301772.324130 + Penalty 2658.604284 = -299113.719846
  nChanged 20
		SP:Iteration 18Q (89869.830000 sec): 3 clusters
  Score: Raw -301779.673566 + Penalty 2658.604284 = -299121.069281
  nChanged 14
		SP:Iteration 19Q (89870.000000 sec): 3 clusters
  Score: Raw -301787.943867 + Penalty 2658.604284 = -299129.339583
  nChanged 22
		SP:Iteration 20F (89870.180000 sec): 3 clusters
  Score: Raw -301796.359344 + Penalty 2658.604284 = -299137.755060
  nChanged 21
		SP:Iteration 21Q (89870.350000 sec): 3 clusters
  Score: Raw -301803.761355 + Penalty 2658.604284 = -299145.157071
  nChanged 14
		SP:Iteration 22Q (89870.530000 sec): 3 clusters
  Score: Raw -301809.824088 + Penalty 2658.604284 = -299151.219804
  nChanged 13
		SP:Iteration 23Q (89870.710000 sec): 3 clusters
  Score: Raw -301814.185794 + Penalty 2658.604284 = -299155.581510
  nChanged 9
		SP:Iteration 24Q (89870.880000 sec): 3 clusters
  Score: Raw -301817.130569 + Penalty 2658.604284 = -299158.526285
  nChanged 11
		SP:Iteration 25Q (89871.060000 sec): 3 clusters
  Score: Raw -301819.957048 + Penalty 2658.604284 = -299161.352763
  nChanged 9
		SP:Iteration 26Q (89871.230000 sec): 3 clusters
  Score: Raw -301822.388587 + Penalty 2658.604284 = -299163.784302
  nChanged 11
		SP:Iteration 27Q (89871.410000 sec): 3 clusters
  Score: Raw -301826.700318 + Penalty 2658.604284 = -299168.096033
  nChanged 13
		SP:Iteration 28Q (89871.590000 sec): 3 clusters
  Score: Raw -301833.815387 + Penalty 2658.604284 = -299175.211103
  nChanged 23
		SP:Iteration 29Q (89871.760000 sec): 3 clusters
  Score: Raw -301847.363072 + Penalty 2658.604284 = -299188.758787
  nChanged 28
		SP:Iteration 30Q (89871.940000 sec): 3 clusters
  Score: Raw -301857.660729 + Penalty 2658.604284 = -299199.056444
  nChanged 25
		SP:Iteration 31Q (89872.160000 sec): 3 clusters
  Score: Raw -301870.773200 + Penalty 2658.604284 = -299212.168916
  nChanged 29
		SP:Iteration 32Q (89872.310000 sec): 3 clusters
  Score: Raw -301882.995855 + Penalty 2658.604284 = -299224.391571
  nChanged 20
		SP:Iteration 33Q (89872.490000 sec): 3 clusters
  Score: Raw -301892.705726 + Penalty 2658.604284 = -299234.101442
  nChanged 17
		SP:Iteration 34Q (89872.660000 sec): 3 clusters
  Score: Raw -301899.337510 + Penalty 2658.604284 = -299240.733226
  nChanged 22
		SP:Iteration 35Q (89872.830000 sec): 3 clusters
  Score: Raw -301908.313855 + Penalty 2658.604284 = -299249.709570
  nChanged 15
		SP:Iteration 36Q (89873.010000 sec): 3 clusters
  Score: Raw -301914.722325 + Penalty 2658.604284 = -299256.118041
  nChanged 22
		SP:Iteration 37Q (89873.190000 sec): 3 clusters
  Score: Raw -301925.817317 + Penalty 2658.604284 = -299267.213033
  nChanged 20
		SP:Iteration 38Q (89873.360000 sec): 3 clusters
  Score: Raw -301932.197551 + Penalty 2658.604284 = -299273.593267
  nChanged 13
		SP:Iteration 39Q (89873.540000 sec): 3 clusters
  Score: Raw -301940.657016 + Penalty 2658.604284 = -299282.052732
  nChanged 13
		SP:Iteration 40F (89873.710000 sec): 3 clusters
  Score: Raw -301945.950551 + Penalty 2658.604284 = -299287.346267
  nChanged 11
		SP:Iteration 41Q (89873.890000 sec): 3 clusters
  Score: Raw -301949.758621 + Penalty 2658.604284 = -299291.154337
  nChanged 12
		SP:Iteration 42Q (89874.070000 sec): 3 clusters
  Score: Raw -301954.191725 + Penalty 2658.604284 = -299295.587441
  nChanged 16
		SP:Iteration 43Q (89874.240000 sec): 3 clusters
  Score: Raw -301960.472744 + Penalty 2658.604284 = -299301.868460
  nChanged 13
		SP:Iteration 44Q (89874.420000 sec): 3 clusters
  Score: Raw -301964.832014 + Penalty 2658.604284 = -299306.227730
  nChanged 17
		SP:Iteration 45Q (89874.590000 sec): 3 clusters
  Score: Raw -301971.631798 + Penalty 2658.604284 = -299313.027514
  nChanged 20
		SP:Iteration 46Q (89874.770000 sec): 3 clusters
  Score: Raw -301979.381083 + Penalty 2658.604284 = -299320.776799
  nChanged 16
		SP:Iteration 47Q (89874.950000 sec): 3 clusters
  Score: Raw -301986.635948 + Penalty 2658.604284 = -299328.031664
  nChanged 19
		SP:Iteration 48Q (89875.120000 sec): 3 clusters
  Score: Raw -301994.057022 + Penalty 2658.604284 = -299335.452738
  nChanged 9
		SP:Iteration 49Q (89875.300000 sec): 3 clusters
  Score: Raw -301996.945688 + Penalty 2658.604284 = -299338.341404
  nChanged 6
		SP:Iteration 50Q (89875.470000 sec): 3 clusters
  Score: Raw -301999.973681 + Penalty 2658.604284 = -299341.369397
  nChanged 5
		SP:Iteration 51Q (89875.650000 sec): 3 clusters
  Score: Raw -302001.730556 + Penalty 2658.604284 = -299343.126272
  nChanged 4
		SP:Iteration 52Q (89875.830000 sec): 3 clusters
  Score: Raw -302002.632250 + Penalty 2658.604284 = -299344.027966
  nChanged 5
		SP:Iteration 53Q (89876.000000 sec): 3 clusters
  Score: Raw -302004.103179 + Penalty 2658.604284 = -299345.498894
  nChanged 8
		SP:Iteration 54Q (89876.180000 sec): 3 clusters
  Score: Raw -302007.088990 + Penalty 2658.604284 = -299348.484706
  nChanged 7
		SP:Iteration 55Q (89876.350000 sec): 3 clusters
  Score: Raw -302012.778966 + Penalty 2658.604284 = -299354.174682
  nChanged 5
		SP:Iteration 56Q (89876.530000 sec): 3 clusters
  Score: Raw -302014.759704 + Penalty 2658.604284 = -299356.155419
  nChanged 11
		SP:Iteration 57Q (89876.710000 sec): 3 clusters
  Score: Raw -302019.164665 + Penalty 2658.604284 = -299360.560380
  nChanged 15
		SP:Iteration 58Q (89876.880000 sec): 3 clusters
  Score: Raw -302026.101222 + Penalty 2658.604284 = -299367.496937
  nChanged 8
		SP:Iteration 59Q (89877.060000 sec): 3 clusters
  Score: Raw -302028.428905 + Penalty 2658.604284 = -299369.824621
  nChanged 11
		SP:Iteration 60F (89877.230000 sec): 3 clusters
  Score: Raw -302031.389845 + Penalty 2658.604284 = -299372.785560
  nChanged 11
		SP:Iteration 61Q (89877.410000 sec): 3 clusters
  Score: Raw -302036.816356 + Penalty 2658.604284 = -299378.212071
  nChanged 15
		SP:Iteration 62Q (89877.590000 sec): 3 clusters
  Score: Raw -302044.340610 + Penalty 2658.604284 = -299385.736325
  nChanged 14
		SP:Iteration 63Q (89877.760000 sec): 3 clusters
  Score: Raw -302052.827127 + Penalty 2658.604284 = -299394.222843
  nChanged 16
		SP:Iteration 64Q (89877.940000 sec): 3 clusters
  Score: Raw -302061.680429 + Penalty 2658.604284 = -299403.076144
  nChanged 17
		SP:Iteration 65Q (89878.110000 sec): 3 clusters
  Score: Raw -302083.727882 + Penalty 2658.604284 = -299425.123597
  nChanged 21
		SP:Iteration 66Q (89878.290000 sec): 3 clusters
  Score: Raw -302100.326036 + Penalty 2658.604284 = -299441.721752
  nChanged 29
		SP:Iteration 67Q (89878.470000 sec): 3 clusters
  Score: Raw -302125.269643 + Penalty 2658.604284 = -299466.665358
  nChanged 34
		SP:Iteration 68Q (89878.640000 sec): 3 clusters
  Score: Raw -302159.498655 + Penalty 2658.604284 = -299500.894371
  nChanged 39
		SP:Iteration 69Q (89878.810000 sec): 3 clusters
  Score: Raw -302197.981716 + Penalty 2658.604284 = -299539.377431
  nChanged 39
		SP:Iteration 70Q (89878.990000 sec): 3 clusters
  Score: Raw -302234.244529 + Penalty 2658.604284 = -299575.640245
  nChanged 33
		SP:Iteration 71Q (89879.170000 sec): 3 clusters
  Score: Raw -302259.267081 + Penalty 2658.604284 = -299600.662797
  nChanged 36
		SP:Iteration 72Q (89879.340000 sec): 3 clusters
  Score: Raw -302285.219043 + Penalty 2658.604284 = -299626.614759
  nChanged 39
		SP:Iteration 73Q (89879.520000 sec): 3 clusters
  Score: Raw -302306.216201 + Penalty 2658.604284 = -299647.611917
  nChanged 34
		SP:Iteration 74Q (89879.690000 sec): 3 clusters
  Score: Raw -302324.089953 + Penalty 2658.604284 = -299665.485669
  nChanged 32
		SP:Iteration 75Q (89879.870000 sec): 3 clusters
  Score: Raw -302335.033142 + Penalty 2658.604284 = -299676.428857
  nChanged 18
		SP:Iteration 76Q (89880.050000 sec): 3 clusters
  Score: Raw -302340.958704 + Penalty 2658.604284 = -299682.354419
  nChanged 10
		SP:Iteration 77Q (89880.220000 sec): 3 clusters
  Score: Raw -302346.217572 + Penalty 2658.604284 = -299687.613288
  nChanged 14
		SP:Iteration 78Q (89880.400000 sec): 3 clusters
  Score: Raw -302351.914129 + Penalty 2658.604284 = -299693.309844
  nChanged 12
		SP:Iteration 79Q (89880.570000 sec): 3 clusters
  Score: Raw -302356.059389 + Penalty 2658.604284 = -299697.455105
  nChanged 8
		SP:Iteration 80F (89880.750000 sec): 3 clusters
  Score: Raw -302358.608535 + Penalty 2658.604284 = -299700.004251
  nChanged 6
		SP:Iteration 81Q (89880.930000 sec): 3 clusters
  Score: Raw -302361.106210 + Penalty 2658.604284 = -299702.501925
  nChanged 2
		SP:Iteration 82Q (89881.100000 sec): 3 clusters
  Score: Raw -302361.672814 + Penalty 2658.604284 = -299703.068530
  nChanged 1
		SP:Iteration 83Q (89881.280000 sec): 3 clusters
  Score: Raw -302362.284514 + Penalty 2658.604284 = -299703.680229
  nChanged 1
		SP:Iteration 84Q (89881.450000 sec): 3 clusters
  Score: Raw -302362.745201 + Penalty 2658.604284 = -299704.140916
  nChanged 3
		SP:Iteration 85Q (89881.630000 sec): 3 clusters
  Score: Raw -302364.189955 + Penalty 2658.604284 = -299705.585670
  nChanged 1
		SP:Iteration 86Q (89881.780000 sec): 3 clusters
  Score: Raw -302365.146106 + Penalty 2658.604284 = -299706.541821
  nChanged 3
		SP:Iteration 87Q (89881.850000 sec): 3 clusters
  Score: Raw -302366.880574 + Penalty 2658.604284 = -299708.276290
  nChanged 2
		SP:Iteration 88Q (89881.930000 sec): 3 clusters
  Score: Raw -302367.129414 + Penalty 2658.604284 = -299708.525129
  nChanged 3
		SP:Iteration 89Q (89882.000000 sec): 3 clusters
  Score: Raw -302367.790148 + Penalty 2658.604284 = -299709.185864
  nChanged 1
		SP:Iteration 90Q (89882.080000 sec): 3 clusters
  Score: Raw -302367.844317 + Penalty 2658.604284 = -299709.240033
  nChanged 0
		SP:Iteration 91F (89882.150000 sec): 3 clusters
  Score: Raw -302367.844317 + Penalty 2658.604284 = -299709.240033
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89882.190000 sec): 2 clusters
  Score: Raw -37131.988167 + Penalty 1018.111447 = -36113.876720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89882.210000 sec): 3 clusters
  Score: Raw -37095.052581 + Penalty 2036.222894 = -35058.829687
  nChanged 121
		SP:Iteration 1F (89882.230000 sec): 3 clusters
  Score: Raw -37275.501246 + Penalty 2036.222894 = -35239.278352
  nChanged 31
		SP:Iteration 2F (89882.240000 sec): 3 clusters
  Score: Raw -37352.077094 + Penalty 2036.222894 = -35315.854199
  nChanged 21
		SP:Iteration 3Q (89882.250000 sec): 3 clusters
  Score: Raw -37406.363880 + Penalty 2036.222894 = -35370.140986
  nChanged 17
		SP:Iteration 4Q (89882.270000 sec): 3 clusters
  Score: Raw -37452.369731 + Penalty 2036.222894 = -35416.146837
  nChanged 8
		SP:Iteration 5Q (89882.290000 sec): 3 clusters
  Score: Raw -37470.492924 + Penalty 2036.222894 = -35434.270030
  nChanged 8
		SP:Iteration 6Q (89882.300000 sec): 3 clusters
  Score: Raw -37492.053278 + Penalty 2036.222894 = -35455.830384
  nChanged 7
		SP:Iteration 7Q (89882.320000 sec): 3 clusters
  Score: Raw -37514.100048 + Penalty 2036.222894 = -35477.877154
  nChanged 2
		SP:Iteration 8Q (89882.330000 sec): 3 clusters
  Score: Raw -37520.189275 + Penalty 2036.222894 = -35483.966380
  nChanged 1
		SP:Iteration 9Q (89882.350000 sec): 3 clusters
  Score: Raw -37520.617765 + Penalty 2036.222894 = -35484.394871
  nChanged 0
		SP:Iteration 10F (89882.360000 sec): 3 clusters
  Score: Raw -37520.617765 + Penalty 2036.222894 = -35484.394871
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (5116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89882.480000 sec): 2 clusters
  Score: Raw -380248.332122 + Penalty 1387.770826 = -378860.561295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89882.650000 sec): 3 clusters
  Score: Raw -377613.655739 + Penalty 2775.541653 = -374838.114086
  nChanged 2048
		SP:Iteration 1F (89882.820000 sec): 3 clusters
  Score: Raw -378949.009475 + Penalty 2775.541653 = -376173.467822
  nChanged 488
		SP:Iteration 2F (89883.000000 sec): 3 clusters
  Score: Raw -379300.727579 + Penalty 2775.541653 = -376525.185926
  nChanged 351
		SP:Iteration 3F (89883.170000 sec): 3 clusters
  Score: Raw -379571.361629 + Penalty 2775.541653 = -376795.819976
  nChanged 308
		SP:Iteration 4F (89883.350000 sec): 3 clusters
  Score: Raw -379802.387600 + Penalty 2775.541653 = -377026.845947
  nChanged 269
		SP:Iteration 5F (89883.520000 sec): 3 clusters
  Score: Raw -379995.104289 + Penalty 2775.541653 = -377219.562636
  nChanged 218
		SP:Iteration 6Q (89883.690000 sec): 3 clusters
  Score: Raw -380140.839687 + Penalty 2775.541653 = -377365.298034
  nChanged 173
		SP:Iteration 7Q (89883.940000 sec): 3 clusters
  Score: Raw -380233.656539 + Penalty 2775.541653 = -377458.114886
  nChanged 143
		SP:Iteration 8Q (89884.130000 sec): 3 clusters
  Score: Raw -380300.128029 + Penalty 2775.541653 = -377524.586376
  nChanged 120
		SP:Iteration 9Q (89884.310000 sec): 3 clusters
  Score: Raw -380347.634749 + Penalty 2775.541653 = -377572.093096
  nChanged 91
		SP:Iteration 10Q (89884.480000 sec): 3 clusters
  Score: Raw -380384.554887 + Penalty 2775.541653 = -377609.013234
  nChanged 76
		SP:Iteration 11Q (89884.650000 sec): 3 clusters
  Score: Raw -380422.709023 + Penalty 2775.541653 = -377647.167370
  nChanged 83
		SP:Iteration 12Q (89884.830000 sec): 3 clusters
  Score: Raw -380457.557214 + Penalty 2775.541653 = -377682.015561
  nChanged 70
		SP:Iteration 13Q (89885.000000 sec): 3 clusters
  Score: Raw -380483.426227 + Penalty 2775.541653 = -377707.884574
  nChanged 70
		SP:Iteration 14Q (89885.150000 sec): 3 clusters
  Score: Raw -380508.658865 + Penalty 2775.541653 = -377733.117212
  nChanged 55
		SP:Iteration 15Q (89885.350000 sec): 3 clusters
  Score: Raw -380533.006837 + Penalty 2775.541653 = -377757.465184
  nChanged 55
		SP:Iteration 16Q (89885.530000 sec): 3 clusters
  Score: Raw -380552.596674 + Penalty 2775.541653 = -377777.055021
  nChanged 47
		SP:Iteration 17Q (89885.700000 sec): 3 clusters
  Score: Raw -380573.170679 + Penalty 2775.541653 = -377797.629026
  nChanged 41
		SP:Iteration 18Q (89885.870000 sec): 3 clusters
  Score: Raw -380589.079241 + Penalty 2775.541653 = -377813.537589
  nChanged 46
		SP:Iteration 19Q (89886.050000 sec): 3 clusters
  Score: Raw -380602.445661 + Penalty 2775.541653 = -377826.904008
  nChanged 30
		SP:Iteration 20F (89886.270000 sec): 3 clusters
  Score: Raw -380609.202555 + Penalty 2775.541653 = -377833.660902
  nChanged 23
		SP:Iteration 21Q (89886.450000 sec): 3 clusters
  Score: Raw -380615.510943 + Penalty 2775.541653 = -377839.969290
  nChanged 21
		SP:Iteration 22Q (89886.590000 sec): 3 clusters
  Score: Raw -380621.459121 + Penalty 2775.541653 = -377845.917468
  nChanged 16
		SP:Iteration 23Q (89886.760000 sec): 3 clusters
  Score: Raw -380626.116705 + Penalty 2775.541653 = -377850.575052
  nChanged 17
		SP:Iteration 24Q (89886.940000 sec): 3 clusters
  Score: Raw -380629.811938 + Penalty 2775.541653 = -377854.270285
  nChanged 16
		SP:Iteration 25Q (89887.110000 sec): 3 clusters
  Score: Raw -380632.209248 + Penalty 2775.541653 = -377856.667595
  nChanged 7
		SP:Iteration 26Q (89887.290000 sec): 3 clusters
  Score: Raw -380633.769817 + Penalty 2775.541653 = -377858.228164
  nChanged 13
		SP:Iteration 27Q (89887.460000 sec): 3 clusters
  Score: Raw -380638.258711 + Penalty 2775.541653 = -377862.717058
  nChanged 21
		SP:Iteration 28Q (89887.660000 sec): 3 clusters
  Score: Raw -380645.394771 + Penalty 2775.541653 = -377869.853118
  nChanged 21
		SP:Iteration 29Q (89887.850000 sec): 3 clusters
  Score: Raw -380650.060658 + Penalty 2775.541653 = -377874.519005
  nChanged 17
		SP:Iteration 30Q (89888.030000 sec): 3 clusters
  Score: Raw -380653.102142 + Penalty 2775.541653 = -377877.560489
  nChanged 10
		SP:Iteration 31Q (89888.210000 sec): 3 clusters
  Score: Raw -380656.392361 + Penalty 2775.541653 = -377880.850708
  nChanged 16
		SP:Iteration 32Q (89888.380000 sec): 3 clusters
  Score: Raw -380659.716659 + Penalty 2775.541653 = -377884.175006
  nChanged 15
		SP:Iteration 33Q (89888.560000 sec): 3 clusters
  Score: Raw -380663.471123 + Penalty 2775.541653 = -377887.929470
  nChanged 18
		SP:Iteration 34Q (89888.730000 sec): 3 clusters
  Score: Raw -380670.118350 + Penalty 2775.541653 = -377894.576697
  nChanged 22
		SP:Iteration 35Q (89888.900000 sec): 3 clusters
  Score: Raw -380679.263334 + Penalty 2775.541653 = -377903.721681
  nChanged 20
		SP:Iteration 36Q (89889.080000 sec): 3 clusters
  Score: Raw -380685.213999 + Penalty 2775.541653 = -377909.672347
  nChanged 12
		SP:Iteration 37Q (89889.250000 sec): 3 clusters
  Score: Raw -380688.747414 + Penalty 2775.541653 = -377913.205761
  nChanged 24
		SP:Iteration 38Q (89889.430000 sec): 3 clusters
  Score: Raw -380694.524136 + Penalty 2775.541653 = -377918.982483
  nChanged 18
		SP:Iteration 39Q (89889.600000 sec): 3 clusters
  Score: Raw -380699.320623 + Penalty 2775.541653 = -377923.778970
  nChanged 16
		SP:Iteration 40F (89889.780000 sec): 3 clusters
  Score: Raw -380705.275378 + Penalty 2775.541653 = -377929.733726
  nChanged 17
		SP:Iteration 41Q (89889.950000 sec): 3 clusters
  Score: Raw -380710.391178 + Penalty 2775.541653 = -377934.849525
  nChanged 11
		SP:Iteration 42Q (89890.120000 sec): 3 clusters
  Score: Raw -380712.238282 + Penalty 2775.541653 = -377936.696629
  nChanged 10
		SP:Iteration 43Q (89890.300000 sec): 3 clusters
  Score: Raw -380715.693931 + Penalty 2775.541653 = -377940.152278
  nChanged 12
		SP:Iteration 44Q (89890.470000 sec): 3 clusters
  Score: Raw -380717.659301 + Penalty 2775.541653 = -377942.117648
  nChanged 8
		SP:Iteration 45Q (89890.650000 sec): 3 clusters
  Score: Raw -380720.588655 + Penalty 2775.541653 = -377945.047002
  nChanged 12
		SP:Iteration 46Q (89890.820000 sec): 3 clusters
  Score: Raw -380724.317804 + Penalty 2775.541653 = -377948.776151
  nChanged 8
		SP:Iteration 47Q (89891.000000 sec): 3 clusters
  Score: Raw -380725.531006 + Penalty 2775.541653 = -377949.989353
  nChanged 6
		SP:Iteration 48Q (89891.170000 sec): 3 clusters
  Score: Raw -380726.634830 + Penalty 2775.541653 = -377951.093177
  nChanged 6
		SP:Iteration 49Q (89891.340000 sec): 3 clusters
  Score: Raw -380728.822052 + Penalty 2775.541653 = -377953.280400
  nChanged 4
		SP:Iteration 50Q (89891.520000 sec): 3 clusters
  Score: Raw -380730.059450 + Penalty 2775.541653 = -377954.517797
  nChanged 7
		SP:Iteration 51Q (89891.700000 sec): 3 clusters
  Score: Raw -380731.500929 + Penalty 2775.541653 = -377955.959277
  nChanged 6
		SP:Iteration 52Q (89891.870000 sec): 3 clusters
  Score: Raw -380732.405081 + Penalty 2775.541653 = -377956.863428
  nChanged 3
		SP:Iteration 53Q (89892.040000 sec): 3 clusters
  Score: Raw -380732.779953 + Penalty 2775.541653 = -377957.238300
  nChanged 1
		SP:Iteration 54Q (89892.220000 sec): 3 clusters
  Score: Raw -380732.933737 + Penalty 2775.541653 = -377957.392084
  nChanged 0
		SP:Iteration 55F (89892.390000 sec): 3 clusters
  Score: Raw -380732.933737 + Penalty 2775.541653 = -377957.392084
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (2158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89892.470000 sec): 2 clusters
  Score: Raw -200554.490907 + Penalty 1247.502286 = -199306.988621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89892.640000 sec): 3 clusters
  Score: Raw -199614.026628 + Penalty 2495.004572 = -197119.022056
  nChanged 765
		SP:Iteration 1F (89892.820000 sec): 3 clusters
  Score: Raw -200080.376838 + Penalty 2495.004572 = -197585.372266
  nChanged 168
		SP:Iteration 2F (89893.000000 sec): 3 clusters
  Score: Raw -200200.374074 + Penalty 2495.004572 = -197705.369501
  nChanged 107
		SP:Iteration 3Q (89893.170000 sec): 3 clusters
  Score: Raw -200302.921653 + Penalty 2495.004572 = -197807.917081
  nChanged 103
		SP:Iteration 4Q (89893.340000 sec): 3 clusters
  Score: Raw -200389.523332 + Penalty 2495.004572 = -197894.518760
  nChanged 84
		SP:Iteration 5Q (89893.520000 sec): 3 clusters
  Score: Raw -200453.394715 + Penalty 2495.004572 = -197958.390143
  nChanged 77
		SP:Iteration 6Q (89893.570000 sec): 3 clusters
  Score: Raw -200523.162727 + Penalty 2495.004572 = -198028.158155
  nChanged 81
		SP:Iteration 7Q (89893.620000 sec): 3 clusters
  Score: Raw -200618.281529 + Penalty 2495.004572 = -198123.276956
  nChanged 80
		SP:Iteration 8Q (89893.660000 sec): 3 clusters
  Score: Raw -200700.789388 + Penalty 2495.004572 = -198205.784815
  nChanged 67
		SP:Iteration 9Q (89893.700000 sec): 3 clusters
  Score: Raw -200759.980105 + Penalty 2495.004572 = -198264.975532
  nChanged 57
		SP:Iteration 10Q (89893.740000 sec): 3 clusters
  Score: Raw -200802.596243 + Penalty 2495.004572 = -198307.591670
  nChanged 43
		SP:Iteration 11Q (89893.790000 sec): 3 clusters
  Score: Raw -200829.955985 + Penalty 2495.004572 = -198334.951413
  nChanged 33
		SP:Iteration 12Q (89893.830000 sec): 3 clusters
  Score: Raw -200853.211139 + Penalty 2495.004572 = -198358.206567
  nChanged 25
		SP:Iteration 13Q (89893.870000 sec): 3 clusters
  Score: Raw -200868.806089 + Penalty 2495.004572 = -198373.801517
  nChanged 20
		SP:Iteration 14Q (89893.920000 sec): 3 clusters
  Score: Raw -200879.811785 + Penalty 2495.004572 = -198384.807213
  nChanged 12
		SP:Iteration 15Q (89893.960000 sec): 3 clusters
  Score: Raw -200885.020894 + Penalty 2495.004572 = -198390.016321
  nChanged 9
		SP:Iteration 16Q (89894.000000 sec): 3 clusters
  Score: Raw -200888.708431 + Penalty 2495.004572 = -198393.703859
  nChanged 5
		SP:Iteration 17Q (89894.040000 sec): 3 clusters
  Score: Raw -200890.974645 + Penalty 2495.004572 = -198395.970073
  nChanged 5
		SP:Iteration 18Q (89894.090000 sec): 3 clusters
  Score: Raw -200893.422749 + Penalty 2495.004572 = -198398.418177
  nChanged 7
		SP:Iteration 19Q (89894.130000 sec): 3 clusters
  Score: Raw -200896.290603 + Penalty 2495.004572 = -198401.286030
  nChanged 11
		SP:Iteration 20F (89894.170000 sec): 3 clusters
  Score: Raw -200900.832781 + Penalty 2495.004572 = -198405.828209
  nChanged 6
		SP:Iteration 21Q (89894.220000 sec): 3 clusters
  Score: Raw -200904.265771 + Penalty 2495.004572 = -198409.261199
  nChanged 7
		SP:Iteration 22Q (89894.260000 sec): 3 clusters
  Score: Raw -200907.835797 + Penalty 2495.004572 = -198412.831225
  nChanged 5
		SP:Iteration 23Q (89894.300000 sec): 3 clusters
  Score: Raw -200911.215641 + Penalty 2495.004572 = -198416.211068
  nChanged 7
		SP:Iteration 24Q (89894.340000 sec): 3 clusters
  Score: Raw -200915.860896 + Penalty 2495.004572 = -198420.856324
  nChanged 8
		SP:Iteration 25Q (89894.380000 sec): 3 clusters
  Score: Raw -200919.673838 + Penalty 2495.004572 = -198424.669266
  nChanged 9
		SP:Iteration 26Q (89894.430000 sec): 3 clusters
  Score: Raw -200925.021331 + Penalty 2495.004572 = -198430.016759
  nChanged 9
		SP:Iteration 27Q (89894.470000 sec): 3 clusters
  Score: Raw -200928.217386 + Penalty 2495.004572 = -198433.212814
  nChanged 7
		SP:Iteration 28Q (89894.510000 sec): 3 clusters
  Score: Raw -200931.644956 + Penalty 2495.004572 = -198436.640384
  nChanged 4
		SP:Iteration 29Q (89894.560000 sec): 3 clusters
  Score: Raw -200932.894291 + Penalty 2495.004572 = -198437.889719
  nChanged 4
		SP:Iteration 30Q (89894.600000 sec): 3 clusters
  Score: Raw -200934.624840 + Penalty 2495.004572 = -198439.620268
  nChanged 1
		SP:Iteration 31Q (89894.640000 sec): 3 clusters
  Score: Raw -200935.019419 + Penalty 2495.004572 = -198440.014847
  nChanged 0
		SP:Iteration 32F (89894.680000 sec): 3 clusters
  Score: Raw -200935.019419 + Penalty 2495.004572 = -198440.014847
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (7452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89894.800000 sec): 2 clusters
  Score: Raw -627019.055771 + Penalty 1448.888631 = -625570.167140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89895.020000 sec): 3 clusters
  Score: Raw -622929.242040 + Penalty 2897.777263 = -620031.464777
  nChanged 3205
		SP:Iteration 1F (89895.210000 sec): 3 clusters
  Score: Raw -624952.482144 + Penalty 2897.777263 = -622054.704881
  nChanged 665
		SP:Iteration 2F (89895.410000 sec): 3 clusters
  Score: Raw -625549.448064 + Penalty 2897.777263 = -622651.670801
  nChanged 628
		SP:Iteration 3F (89895.620000 sec): 3 clusters
  Score: Raw -626177.677006 + Penalty 2897.777263 = -623279.899743
  nChanged 544
		SP:Iteration 4F (89895.820000 sec): 3 clusters
  Score: Raw -626594.008698 + Penalty 2897.777263 = -623696.231435
  nChanged 407
		SP:Iteration 5F (89896.060000 sec): 3 clusters
  Score: Raw -626822.661727 + Penalty 2897.777263 = -623924.884464
  nChanged 315
		SP:Iteration 6Q (89896.260000 sec): 3 clusters
  Score: Raw -626972.183379 + Penalty 2897.777263 = -624074.406116
  nChanged 223
		SP:Iteration 7Q (89896.460000 sec): 3 clusters
  Score: Raw -627066.695347 + Penalty 2897.777263 = -624168.918084
  nChanged 175
		SP:Iteration 8Q (89896.660000 sec): 3 clusters
  Score: Raw -627135.110778 + Penalty 2897.777263 = -624237.333515
  nChanged 165
		SP:Iteration 9Q (89896.860000 sec): 3 clusters
  Score: Raw -627198.235775 + Penalty 2897.777263 = -624300.458512
  nChanged 149
		SP:Iteration 10Q (89897.060000 sec): 3 clusters
  Score: Raw -627251.685800 + Penalty 2897.777263 = -624353.908537
  nChanged 130
		SP:Iteration 11Q (89897.260000 sec): 3 clusters
  Score: Raw -627300.253867 + Penalty 2897.777263 = -624402.476605
  nChanged 109
		SP:Iteration 12Q (89897.460000 sec): 3 clusters
  Score: Raw -627335.457908 + Penalty 2897.777263 = -624437.680645
  nChanged 107
		SP:Iteration 13Q (89897.660000 sec): 3 clusters
  Score: Raw -627372.282517 + Penalty 2897.777263 = -624474.505254
  nChanged 95
		SP:Iteration 14Q (89897.860000 sec): 3 clusters
  Score: Raw -627404.269169 + Penalty 2897.777263 = -624506.491906
  nChanged 77
		SP:Iteration 15Q (89898.060000 sec): 3 clusters
  Score: Raw -627425.245175 + Penalty 2897.777263 = -624527.467912
  nChanged 74
		SP:Iteration 16Q (89898.260000 sec): 3 clusters
  Score: Raw -627448.220493 + Penalty 2897.777263 = -624550.443231
  nChanged 68
		SP:Iteration 17Q (89898.460000 sec): 3 clusters
  Score: Raw -627466.518747 + Penalty 2897.777263 = -624568.741484
  nChanged 62
		SP:Iteration 18Q (89898.660000 sec): 3 clusters
  Score: Raw -627482.607847 + Penalty 2897.777263 = -624584.830585
  nChanged 55
		SP:Iteration 19Q (89898.860000 sec): 3 clusters
  Score: Raw -627496.577142 + Penalty 2897.777263 = -624598.799879
  nChanged 55
		SP:Iteration 20F (89899.060000 sec): 3 clusters
  Score: Raw -627509.941119 + Penalty 2897.777263 = -624612.163856
  nChanged 43
		SP:Iteration 21Q (89899.260000 sec): 3 clusters
  Score: Raw -627518.198285 + Penalty 2897.777263 = -624620.421023
  nChanged 38
		SP:Iteration 22Q (89899.460000 sec): 3 clusters
  Score: Raw -627525.683611 + Penalty 2897.777263 = -624627.906348
  nChanged 26
		SP:Iteration 23Q (89899.660000 sec): 3 clusters
  Score: Raw -627530.158021 + Penalty 2897.777263 = -624632.380758
  nChanged 21
		SP:Iteration 24Q (89899.900000 sec): 3 clusters
  Score: Raw -627534.334320 + Penalty 2897.777263 = -624636.557057
  nChanged 26
		SP:Iteration 25Q (89900.020000 sec): 3 clusters
  Score: Raw -627539.101762 + Penalty 2897.777263 = -624641.324499
  nChanged 16
		SP:Iteration 26Q (89900.130000 sec): 3 clusters
  Score: Raw -627541.024291 + Penalty 2897.777263 = -624643.247028
  nChanged 10
		SP:Iteration 27Q (89900.250000 sec): 3 clusters
  Score: Raw -627542.417554 + Penalty 2897.777263 = -624644.640292
  nChanged 11
		SP:Iteration 28Q (89900.360000 sec): 3 clusters
  Score: Raw -627543.633416 + Penalty 2897.777263 = -624645.856153
  nChanged 7
		SP:Iteration 29Q (89900.480000 sec): 3 clusters
  Score: Raw -627544.581581 + Penalty 2897.777263 = -624646.804319
  nChanged 4
		SP:Iteration 30Q (89900.600000 sec): 3 clusters
  Score: Raw -627545.012685 + Penalty 2897.777263 = -624647.235422
  nChanged 4
		SP:Iteration 31Q (89900.730000 sec): 3 clusters
  Score: Raw -627545.539641 + Penalty 2897.777263 = -624647.762378
  nChanged 3
		SP:Iteration 32Q (89900.920000 sec): 3 clusters
  Score: Raw -627545.968463 + Penalty 2897.777263 = -624648.191200
  nChanged 3
		SP:Iteration 33Q (89901.130000 sec): 3 clusters
  Score: Raw -627546.227160 + Penalty 2897.777263 = -624648.449897
  nChanged 3
		SP:Iteration 34Q (89901.320000 sec): 3 clusters
  Score: Raw -627546.508052 + Penalty 2897.777263 = -624648.730790
  nChanged 2
		SP:Iteration 35Q (89901.440000 sec): 3 clusters
  Score: Raw -627546.727251 + Penalty 2897.777263 = -624648.949988
  nChanged 3
		SP:Iteration 36Q (89901.650000 sec): 3 clusters
  Score: Raw -627546.912336 + Penalty 2897.777263 = -624649.135074
  nChanged 1
		SP:Iteration 37Q (89901.850000 sec): 3 clusters
  Score: Raw -627547.025582 + Penalty 2897.777263 = -624649.248319
  nChanged 2
		SP:Iteration 38Q (89902.050000 sec): 3 clusters
  Score: Raw -627547.246398 + Penalty 2897.777263 = -624649.469135
  nChanged 1
		SP:Iteration 39Q (89902.260000 sec): 3 clusters
  Score: Raw -627547.392217 + Penalty 2897.777263 = -624649.614954
  nChanged 5
		SP:Iteration 40F (89902.460000 sec): 3 clusters
  Score: Raw -627548.248756 + Penalty 2897.777263 = -624650.471493
  nChanged 8
		SP:Iteration 41Q (89902.660000 sec): 3 clusters
  Score: Raw -627549.373107 + Penalty 2897.777263 = -624651.595844
  nChanged 5
		SP:Iteration 42Q (89902.850000 sec): 3 clusters
  Score: Raw -627549.739266 + Penalty 2897.777263 = -624651.962003
  nChanged 4
		SP:Iteration 43Q (89902.970000 sec): 3 clusters
  Score: Raw -627550.151399 + Penalty 2897.777263 = -624652.374136
  nChanged 4
		SP:Iteration 44Q (89903.090000 sec): 3 clusters
  Score: Raw -627550.802955 + Penalty 2897.777263 = -624653.025692
  nChanged 7
		SP:Iteration 45Q (89903.220000 sec): 3 clusters
  Score: Raw -627551.560986 + Penalty 2897.777263 = -624653.783724
  nChanged 9
		SP:Iteration 46Q (89903.330000 sec): 3 clusters
  Score: Raw -627553.237576 + Penalty 2897.777263 = -624655.460313
  nChanged 11
		SP:Iteration 47Q (89903.460000 sec): 3 clusters
  Score: Raw -627556.527359 + Penalty 2897.777263 = -624658.750097
  nChanged 15
		SP:Iteration 48Q (89903.590000 sec): 3 clusters
  Score: Raw -627558.539739 + Penalty 2897.777263 = -624660.762476
  nChanged 14
		SP:Iteration 49Q (89903.710000 sec): 3 clusters
  Score: Raw -627560.171488 + Penalty 2897.777263 = -624662.394226
  nChanged 12
		SP:Iteration 50Q (89903.960000 sec): 3 clusters
  Score: Raw -627562.103107 + Penalty 2897.777263 = -624664.325844
  nChanged 17
		SP:Iteration 51Q (89904.120000 sec): 3 clusters
  Score: Raw -627564.426605 + Penalty 2897.777263 = -624666.649343
  nChanged 9
		SP:Iteration 52Q (89904.320000 sec): 3 clusters
  Score: Raw -627566.070379 + Penalty 2897.777263 = -624668.293116
  nChanged 16
		SP:Iteration 53Q (89904.520000 sec): 3 clusters
  Score: Raw -627569.072189 + Penalty 2897.777263 = -624671.294926
  nChanged 18
		SP:Iteration 54Q (89904.720000 sec): 3 clusters
  Score: Raw -627573.967612 + Penalty 2897.777263 = -624676.190349
  nChanged 21
		SP:Iteration 55Q (89904.830000 sec): 3 clusters
  Score: Raw -627579.154142 + Penalty 2897.777263 = -624681.376880
  nChanged 31
		SP:Iteration 56Q (89904.950000 sec): 3 clusters
  Score: Raw -627585.804201 + Penalty 2897.777263 = -624688.026938
  nChanged 26
		SP:Iteration 57Q (89905.070000 sec): 3 clusters
  Score: Raw -627589.877147 + Penalty 2897.777263 = -624692.099884
  nChanged 18
		SP:Iteration 58Q (89905.190000 sec): 3 clusters
  Score: Raw -627593.006827 + Penalty 2897.777263 = -624695.229565
  nChanged 15
		SP:Iteration 59Q (89905.320000 sec): 3 clusters
  Score: Raw -627595.745224 + Penalty 2897.777263 = -624697.967961
  nChanged 23
		SP:Iteration 60F (89905.440000 sec): 3 clusters
  Score: Raw -627598.671200 + Penalty 2897.777263 = -624700.893937
  nChanged 12
		SP:Iteration 61Q (89905.570000 sec): 3 clusters
  Score: Raw -627601.090151 + Penalty 2897.777263 = -624703.312889
  nChanged 13
		SP:Iteration 62Q (89905.690000 sec): 3 clusters
  Score: Raw -627604.315875 + Penalty 2897.777263 = -624706.538612
  nChanged 15
		SP:Iteration 63Q (89905.890000 sec): 3 clusters
  Score: Raw -627607.045941 + Penalty 2897.777263 = -624709.268678
  nChanged 22
		SP:Iteration 64Q (89906.060000 sec): 3 clusters
  Score: Raw -627611.537349 + Penalty 2897.777263 = -624713.760086
  nChanged 20
		SP:Iteration 65Q (89906.260000 sec): 3 clusters
  Score: Raw -627616.925111 + Penalty 2897.777263 = -624719.147848
  nChanged 38
		SP:Iteration 66Q (89906.460000 sec): 3 clusters
  Score: Raw -627627.030376 + Penalty 2897.777263 = -624729.253113
  nChanged 52
		SP:Iteration 67Q (89906.660000 sec): 3 clusters
  Score: Raw -627638.920908 + Penalty 2897.777263 = -624741.143645
  nChanged 44
		SP:Iteration 68Q (89906.780000 sec): 3 clusters
  Score: Raw -627647.789361 + Penalty 2897.777263 = -624750.012098
  nChanged 39
		SP:Iteration 69Q (89906.900000 sec): 3 clusters
  Score: Raw -627655.249306 + Penalty 2897.777263 = -624757.472043
  nChanged 29
		SP:Iteration 70Q (89907.020000 sec): 3 clusters
  Score: Raw -627660.345714 + Penalty 2897.777263 = -624762.568451
  nChanged 24
		SP:Iteration 71Q (89907.140000 sec): 3 clusters
  Score: Raw -627664.226422 + Penalty 2897.777263 = -624766.449159
  nChanged 17
		SP:Iteration 72Q (89907.250000 sec): 3 clusters
  Score: Raw -627666.624977 + Penalty 2897.777263 = -624768.847714
  nChanged 14
		SP:Iteration 73Q (89907.370000 sec): 3 clusters
  Score: Raw -627669.349103 + Penalty 2897.777263 = -624771.571841
  nChanged 20
		SP:Iteration 74Q (89907.490000 sec): 3 clusters
  Score: Raw -627673.212295 + Penalty 2897.777263 = -624775.435032
  nChanged 18
		SP:Iteration 75Q (89907.610000 sec): 3 clusters
  Score: Raw -627675.832763 + Penalty 2897.777263 = -624778.055500
  nChanged 15
		SP:Iteration 76Q (89907.730000 sec): 3 clusters
  Score: Raw -627678.828409 + Penalty 2897.777263 = -624781.051147
  nChanged 19
		SP:Iteration 77Q (89907.860000 sec): 3 clusters
  Score: Raw -627682.723139 + Penalty 2897.777263 = -624784.945876
  nChanged 24
		SP:Iteration 78Q (89907.980000 sec): 3 clusters
  Score: Raw -627687.664562 + Penalty 2897.777263 = -624789.887299
  nChanged 27
		SP:Iteration 79Q (89908.110000 sec): 3 clusters
  Score: Raw -627694.075683 + Penalty 2897.777263 = -624796.298420
  nChanged 29
		SP:Iteration 80F (89908.260000 sec): 3 clusters
  Score: Raw -627698.374798 + Penalty 2897.777263 = -624800.597535
  nChanged 19
		SP:Iteration 81Q (89908.460000 sec): 3 clusters
  Score: Raw -627701.134840 + Penalty 2897.777263 = -624803.357577
  nChanged 15
		SP:Iteration 82Q (89908.660000 sec): 3 clusters
  Score: Raw -627703.554403 + Penalty 2897.777263 = -624805.777140
  nChanged 20
		SP:Iteration 83Q (89908.770000 sec): 3 clusters
  Score: Raw -627706.510186 + Penalty 2897.777263 = -624808.732923
  nChanged 22
		SP:Iteration 84Q (89908.890000 sec): 3 clusters
  Score: Raw -627710.181428 + Penalty 2897.777263 = -624812.404165
  nChanged 18
		SP:Iteration 85Q (89909.100000 sec): 3 clusters
  Score: Raw -627712.533957 + Penalty 2897.777263 = -624814.756695
  nChanged 13
		SP:Iteration 86Q (89909.220000 sec): 3 clusters
  Score: Raw -627714.126657 + Penalty 2897.777263 = -624816.349394
  nChanged 15
		SP:Iteration 87Q (89909.410000 sec): 3 clusters
  Score: Raw -627716.214593 + Penalty 2897.777263 = -624818.437330
  nChanged 8
		SP:Iteration 88Q (89909.610000 sec): 3 clusters
  Score: Raw -627717.088919 + Penalty 2897.777263 = -624819.311656
  nChanged 9
		SP:Iteration 89Q (89909.810000 sec): 3 clusters
  Score: Raw -627718.979181 + Penalty 2897.777263 = -624821.201919
  nChanged 9
		SP:Iteration 90Q (89910.010000 sec): 3 clusters
  Score: Raw -627720.320124 + Penalty 2897.777263 = -624822.542861
  nChanged 6
		SP:Iteration 91Q (89910.200000 sec): 3 clusters
  Score: Raw -627721.523450 + Penalty 2897.777263 = -624823.746187
  nChanged 9
		SP:Iteration 92Q (89910.400000 sec): 3 clusters
  Score: Raw -627722.351976 + Penalty 2897.777263 = -624824.574713
  nChanged 5
		SP:Iteration 93Q (89910.600000 sec): 3 clusters
  Score: Raw -627723.032586 + Penalty 2897.777263 = -624825.255323
  nChanged 3
		SP:Iteration 94Q (89910.800000 sec): 3 clusters
  Score: Raw -627723.370346 + Penalty 2897.777263 = -624825.593083
  nChanged 1
		SP:Iteration 95Q (89911.000000 sec): 3 clusters
  Score: Raw -627723.584439 + Penalty 2897.777263 = -624825.807176
  nChanged 3
		SP:Iteration 96Q (89911.120000 sec): 3 clusters
  Score: Raw -627723.895476 + Penalty 2897.777263 = -624826.118213
  nChanged 2
		SP:Iteration 97Q (89911.240000 sec): 3 clusters
  Score: Raw -627724.057503 + Penalty 2897.777263 = -624826.280241
  nChanged 1
		SP:Iteration 98Q (89911.360000 sec): 3 clusters
  Score: Raw -627724.105405 + Penalty 2897.777263 = -624826.328142
  nChanged 0
		SP:Iteration 99F (89911.470000 sec): 3 clusters
  Score: Raw -627724.105405 + Penalty 2897.777263 = -624826.328142
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (3862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89911.540000 sec): 2 clusters
  Score: Raw -326240.054589 + Penalty 1342.077825 = -324897.976764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89911.620000 sec): 3 clusters
  Score: Raw -324335.743128 + Penalty 2684.155650 = -321651.587478
  nChanged 1507
		SP:Iteration 1F (89911.690000 sec): 3 clusters
  Score: Raw -325286.685515 + Penalty 2684.155650 = -322602.529864
  nChanged 311
		SP:Iteration 2F (89911.760000 sec): 3 clusters
  Score: Raw -325492.231471 + Penalty 2684.155650 = -322808.075821
  nChanged 208
		SP:Iteration 3F (89911.840000 sec): 3 clusters
  Score: Raw -325652.250183 + Penalty 2684.155650 = -322968.094533
  nChanged 188
		SP:Iteration 4Q (89911.910000 sec): 3 clusters
  Score: Raw -325806.406771 + Penalty 2684.155650 = -323122.251120
  nChanged 181
		SP:Iteration 5Q (89911.980000 sec): 3 clusters
  Score: Raw -325983.721937 + Penalty 2684.155650 = -323299.566287
  nChanged 182
		SP:Iteration 6Q (89912.050000 sec): 3 clusters
  Score: Raw -326145.111538 + Penalty 2684.155650 = -323460.955888
  nChanged 178
		SP:Iteration 7Q (89912.120000 sec): 3 clusters
  Score: Raw -326305.201730 + Penalty 2684.155650 = -323621.046079
  nChanged 165
		SP:Iteration 8Q (89912.190000 sec): 3 clusters
  Score: Raw -326434.623783 + Penalty 2684.155650 = -323750.468133
  nChanged 131
		SP:Iteration 9Q (89912.260000 sec): 3 clusters
  Score: Raw -326527.019717 + Penalty 2684.155650 = -323842.864066
  nChanged 93
		SP:Iteration 10Q (89912.340000 sec): 3 clusters
  Score: Raw -326585.537934 + Penalty 2684.155650 = -323901.382284
  nChanged 91
		SP:Iteration 11Q (89912.400000 sec): 3 clusters
  Score: Raw -326644.514729 + Penalty 2684.155650 = -323960.359079
  nChanged 78
		SP:Iteration 12Q (89912.480000 sec): 3 clusters
  Score: Raw -326691.131351 + Penalty 2684.155650 = -324006.975701
  nChanged 70
		SP:Iteration 13Q (89912.550000 sec): 3 clusters
  Score: Raw -326727.365808 + Penalty 2684.155650 = -324043.210157
  nChanged 63
		SP:Iteration 14Q (89912.620000 sec): 3 clusters
  Score: Raw -326759.335446 + Penalty 2684.155650 = -324075.179796
  nChanged 56
		SP:Iteration 15Q (89912.690000 sec): 3 clusters
  Score: Raw -326792.375705 + Penalty 2684.155650 = -324108.220054
  nChanged 41
		SP:Iteration 16Q (89912.760000 sec): 3 clusters
  Score: Raw -326817.820381 + Penalty 2684.155650 = -324133.664731
  nChanged 37
		SP:Iteration 17Q (89912.830000 sec): 3 clusters
  Score: Raw -326836.049702 + Penalty 2684.155650 = -324151.894052
  nChanged 38
		SP:Iteration 18Q (89912.900000 sec): 3 clusters
  Score: Raw -326857.216266 + Penalty 2684.155650 = -324173.060615
  nChanged 43
		SP:Iteration 19Q (89913.060000 sec): 3 clusters
  Score: Raw -326879.825691 + Penalty 2684.155650 = -324195.670041
  nChanged 30
		SP:Iteration 20F (89913.140000 sec): 3 clusters
  Score: Raw -326897.801653 + Penalty 2684.155650 = -324213.646002
  nChanged 32
		SP:Iteration 21Q (89913.210000 sec): 3 clusters
  Score: Raw -326912.528809 + Penalty 2684.155650 = -324228.373158
  nChanged 26
		SP:Iteration 22Q (89913.280000 sec): 3 clusters
  Score: Raw -326921.234048 + Penalty 2684.155650 = -324237.078397
  nChanged 17
		SP:Iteration 23Q (89913.350000 sec): 3 clusters
  Score: Raw -326927.916228 + Penalty 2684.155650 = -324243.760577
  nChanged 15
		SP:Iteration 24Q (89913.420000 sec): 3 clusters
  Score: Raw -326934.490848 + Penalty 2684.155650 = -324250.335198
  nChanged 13
		SP:Iteration 25Q (89913.580000 sec): 3 clusters
  Score: Raw -326940.554427 + Penalty 2684.155650 = -324256.398776
  nChanged 14
		SP:Iteration 26Q (89913.760000 sec): 3 clusters
  Score: Raw -326946.118244 + Penalty 2684.155650 = -324261.962593
  nChanged 13
		SP:Iteration 27Q (89913.930000 sec): 3 clusters
  Score: Raw -326950.443944 + Penalty 2684.155650 = -324266.288293
  nChanged 9
		SP:Iteration 28Q (89914.110000 sec): 3 clusters
  Score: Raw -326954.888748 + Penalty 2684.155650 = -324270.733098
  nChanged 11
		SP:Iteration 29Q (89914.280000 sec): 3 clusters
  Score: Raw -326959.840486 + Penalty 2684.155650 = -324275.684835
  nChanged 11
		SP:Iteration 30Q (89914.410000 sec): 3 clusters
  Score: Raw -326963.901127 + Penalty 2684.155650 = -324279.745477
  nChanged 10
		SP:Iteration 31Q (89914.480000 sec): 3 clusters
  Score: Raw -326968.768409 + Penalty 2684.155650 = -324284.612758
  nChanged 5
		SP:Iteration 32Q (89914.550000 sec): 3 clusters
  Score: Raw -326970.561355 + Penalty 2684.155650 = -324286.405704
  nChanged 3
		SP:Iteration 33Q (89914.620000 sec): 3 clusters
  Score: Raw -326971.575128 + Penalty 2684.155650 = -324287.419478
  nChanged 5
		SP:Iteration 34Q (89914.690000 sec): 3 clusters
  Score: Raw -326973.366116 + Penalty 2684.155650 = -324289.210466
  nChanged 5
		SP:Iteration 35Q (89914.760000 sec): 3 clusters
  Score: Raw -326975.810848 + Penalty 2684.155650 = -324291.655198
  nChanged 7
		SP:Iteration 36Q (89914.830000 sec): 3 clusters
  Score: Raw -326979.193095 + Penalty 2684.155650 = -324295.037444
  nChanged 7
		SP:Iteration 37Q (89914.900000 sec): 3 clusters
  Score: Raw -326982.646822 + Penalty 2684.155650 = -324298.491171
  nChanged 5
		SP:Iteration 38Q (89914.970000 sec): 3 clusters
  Score: Raw -326984.612706 + Penalty 2684.155650 = -324300.457055
  nChanged 2
		SP:Iteration 39Q (89915.040000 sec): 3 clusters
  Score: Raw -326985.438900 + Penalty 2684.155650 = -324301.283250
  nChanged 2
		SP:Iteration 40F (89915.110000 sec): 3 clusters
  Score: Raw -326986.196749 + Penalty 2684.155650 = -324302.041099
  nChanged 1
		SP:Iteration 41Q (89915.180000 sec): 3 clusters
  Score: Raw -326986.534538 + Penalty 2684.155650 = -324302.378888
  nChanged 0
		SP:Iteration 42F (89915.260000 sec): 3 clusters
  Score: Raw -326986.534538 + Penalty 2684.155650 = -324302.378888
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (3540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89915.330000 sec): 2 clusters
  Score: Raw -264354.221253 + Penalty 1327.930826 = -263026.290427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89915.400000 sec): 3 clusters
  Score: Raw -262687.653553 + Penalty 2655.861652 = -260031.791901
  nChanged 1406
		SP:Iteration 1F (89915.480000 sec): 3 clusters
  Score: Raw -263698.165097 + Penalty 2655.861652 = -261042.303446
  nChanged 327
		SP:Iteration 2F (89915.540000 sec): 3 clusters
  Score: Raw -263961.351309 + Penalty 2655.861652 = -261305.489657
  nChanged 211
		SP:Iteration 3F (89915.620000 sec): 3 clusters
  Score: Raw -264111.794670 + Penalty 2655.861652 = -261455.933018
  nChanged 139
		SP:Iteration 4Q (89915.680000 sec): 3 clusters
  Score: Raw -264217.019262 + Penalty 2655.861652 = -261561.157610
  nChanged 132
		SP:Iteration 5Q (89915.760000 sec): 3 clusters
  Score: Raw -264302.083669 + Penalty 2655.861652 = -261646.222017
  nChanged 97
		SP:Iteration 6Q (89915.820000 sec): 3 clusters
  Score: Raw -264365.742040 + Penalty 2655.861652 = -261709.880388
  nChanged 78
		SP:Iteration 7Q (89915.900000 sec): 3 clusters
  Score: Raw -264413.207895 + Penalty 2655.861652 = -261757.346243
  nChanged 59
		SP:Iteration 8Q (89915.960000 sec): 3 clusters
  Score: Raw -264443.686131 + Penalty 2655.861652 = -261787.824479
  nChanged 56
		SP:Iteration 9Q (89916.040000 sec): 3 clusters
  Score: Raw -264477.293263 + Penalty 2655.861652 = -261821.431611
  nChanged 60
		SP:Iteration 10Q (89916.100000 sec): 3 clusters
  Score: Raw -264507.585313 + Penalty 2655.861652 = -261851.723661
  nChanged 46
		SP:Iteration 11Q (89916.180000 sec): 3 clusters
  Score: Raw -264530.713699 + Penalty 2655.861652 = -261874.852047
  nChanged 44
		SP:Iteration 12Q (89916.240000 sec): 3 clusters
  Score: Raw -264548.867454 + Penalty 2655.861652 = -261893.005802
  nChanged 36
		SP:Iteration 13Q (89916.310000 sec): 3 clusters
  Score: Raw -264561.844797 + Penalty 2655.861652 = -261905.983145
  nChanged 29
		SP:Iteration 14Q (89916.380000 sec): 3 clusters
  Score: Raw -264571.132198 + Penalty 2655.861652 = -261915.270546
  nChanged 34
		SP:Iteration 15Q (89916.450000 sec): 3 clusters
  Score: Raw -264588.031098 + Penalty 2655.861652 = -261932.169446
  nChanged 29
		SP:Iteration 16Q (89916.520000 sec): 3 clusters
  Score: Raw -264601.607981 + Penalty 2655.861652 = -261945.746329
  nChanged 32
		SP:Iteration 17Q (89916.590000 sec): 3 clusters
  Score: Raw -264615.824586 + Penalty 2655.861652 = -261959.962934
  nChanged 33
		SP:Iteration 18Q (89916.660000 sec): 3 clusters
  Score: Raw -264629.404368 + Penalty 2655.861652 = -261973.542716
  nChanged 32
		SP:Iteration 19Q (89916.730000 sec): 3 clusters
  Score: Raw -264642.578056 + Penalty 2655.861652 = -261986.716404
  nChanged 27
		SP:Iteration 20F (89916.800000 sec): 3 clusters
  Score: Raw -264654.364901 + Penalty 2655.861652 = -261998.503249
  nChanged 34
		SP:Iteration 21Q (89916.870000 sec): 3 clusters
  Score: Raw -264667.158258 + Penalty 2655.861652 = -262011.296606
  nChanged 32
		SP:Iteration 22Q (89916.940000 sec): 3 clusters
  Score: Raw -264684.045483 + Penalty 2655.861652 = -262028.183831
  nChanged 37
		SP:Iteration 23Q (89917.010000 sec): 3 clusters
  Score: Raw -264702.633210 + Penalty 2655.861652 = -262046.771558
  nChanged 36
		SP:Iteration 24Q (89917.080000 sec): 3 clusters
  Score: Raw -264717.838820 + Penalty 2655.861652 = -262061.977168
  nChanged 31
		SP:Iteration 25Q (89917.150000 sec): 3 clusters
  Score: Raw -264733.731314 + Penalty 2655.861652 = -262077.869662
  nChanged 31
		SP:Iteration 26Q (89917.250000 sec): 3 clusters
  Score: Raw -264747.126089 + Penalty 2655.861652 = -262091.264437
  nChanged 19
		SP:Iteration 27Q (89917.420000 sec): 3 clusters
  Score: Raw -264756.645875 + Penalty 2655.861652 = -262100.784223
  nChanged 27
		SP:Iteration 28Q (89917.600000 sec): 3 clusters
  Score: Raw -264770.032348 + Penalty 2655.861652 = -262114.170696
  nChanged 26
		SP:Iteration 29Q (89917.780000 sec): 3 clusters
  Score: Raw -264780.355796 + Penalty 2655.861652 = -262124.494144
  nChanged 20
		SP:Iteration 30Q (89917.950000 sec): 3 clusters
  Score: Raw -264788.989807 + Penalty 2655.861652 = -262133.128155
  nChanged 15
		SP:Iteration 31Q (89918.100000 sec): 3 clusters
  Score: Raw -264795.038352 + Penalty 2655.861652 = -262139.176700
  nChanged 15
		SP:Iteration 32Q (89918.230000 sec): 3 clusters
  Score: Raw -264802.300903 + Penalty 2655.861652 = -262146.439251
  nChanged 15
		SP:Iteration 33Q (89918.300000 sec): 3 clusters
  Score: Raw -264807.811417 + Penalty 2655.861652 = -262151.949765
  nChanged 14
		SP:Iteration 34Q (89918.370000 sec): 3 clusters
  Score: Raw -264811.989068 + Penalty 2655.861652 = -262156.127416
  nChanged 12
		SP:Iteration 35Q (89918.440000 sec): 3 clusters
  Score: Raw -264816.671742 + Penalty 2655.861652 = -262160.810090
  nChanged 12
		SP:Iteration 36Q (89918.510000 sec): 3 clusters
  Score: Raw -264822.828231 + Penalty 2655.861652 = -262166.966579
  nChanged 13
		SP:Iteration 37Q (89918.580000 sec): 3 clusters
  Score: Raw -264830.158447 + Penalty 2655.861652 = -262174.296795
  nChanged 15
		SP:Iteration 38Q (89918.650000 sec): 3 clusters
  Score: Raw -264836.048043 + Penalty 2655.861652 = -262180.186391
  nChanged 13
		SP:Iteration 39Q (89918.720000 sec): 3 clusters
  Score: Raw -264842.840176 + Penalty 2655.861652 = -262186.978524
  nChanged 13
		SP:Iteration 40F (89918.790000 sec): 3 clusters
  Score: Raw -264848.486225 + Penalty 2655.861652 = -262192.624573
  nChanged 12
		SP:Iteration 41Q (89918.860000 sec): 3 clusters
  Score: Raw -264853.721514 + Penalty 2655.861652 = -262197.859862
  nChanged 9
		SP:Iteration 42Q (89918.930000 sec): 3 clusters
  Score: Raw -264857.374938 + Penalty 2655.861652 = -262201.513286
  nChanged 12
		SP:Iteration 43Q (89919.000000 sec): 3 clusters
  Score: Raw -264861.771005 + Penalty 2655.861652 = -262205.909353
  nChanged 10
		SP:Iteration 44Q (89919.070000 sec): 3 clusters
  Score: Raw -264865.251581 + Penalty 2655.861652 = -262209.389929
  nChanged 7
		SP:Iteration 45Q (89919.140000 sec): 3 clusters
  Score: Raw -264868.042019 + Penalty 2655.861652 = -262212.180367
  nChanged 7
		SP:Iteration 46Q (89919.210000 sec): 3 clusters
  Score: Raw -264870.532638 + Penalty 2655.861652 = -262214.670986
  nChanged 2
		SP:Iteration 47Q (89919.280000 sec): 3 clusters
  Score: Raw -264871.188875 + Penalty 2655.861652 = -262215.327223
  nChanged 2
		SP:Iteration 48Q (89919.380000 sec): 3 clusters
  Score: Raw -264871.618299 + Penalty 2655.861652 = -262215.756647
  nChanged 2
		SP:Iteration 49Q (89919.560000 sec): 3 clusters
  Score: Raw -264872.082802 + Penalty 2655.861652 = -262216.221150
  nChanged 2
		SP:Iteration 50Q (89919.730000 sec): 3 clusters
  Score: Raw -264872.461009 + Penalty 2655.861652 = -262216.599357
  nChanged 0
		SP:Iteration 51F (89919.910000 sec): 3 clusters
  Score: Raw -264872.461009 + Penalty 2655.861652 = -262216.599357
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (4157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89920.090000 sec): 2 clusters
  Score: Raw -373019.629619 + Penalty 1354.039203 = -371665.590416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89920.230000 sec): 3 clusters
  Score: Raw -370894.648304 + Penalty 2708.078405 = -368186.569899
  nChanged 1645
		SP:Iteration 1F (89920.410000 sec): 3 clusters
  Score: Raw -371883.507596 + Penalty 2708.078405 = -369175.429190
  nChanged 365
		SP:Iteration 2F (89920.590000 sec): 3 clusters
  Score: Raw -372139.237682 + Penalty 2708.078405 = -369431.159277
  nChanged 260
		SP:Iteration 3F (89920.760000 sec): 3 clusters
  Score: Raw -372329.007077 + Penalty 2708.078405 = -369620.928671
  nChanged 223
		SP:Iteration 4F (89920.940000 sec): 3 clusters
  Score: Raw -372514.942284 + Penalty 2708.078405 = -369806.863879
  nChanged 227
		SP:Iteration 5F (89921.110000 sec): 3 clusters
  Score: Raw -372691.064979 + Penalty 2708.078405 = -369982.986574
  nChanged 197
		SP:Iteration 6Q (89921.290000 sec): 3 clusters
  Score: Raw -372838.562954 + Penalty 2708.078405 = -370130.484549
  nChanged 173
		SP:Iteration 7Q (89921.470000 sec): 3 clusters
  Score: Raw -372950.098684 + Penalty 2708.078405 = -370242.020278
  nChanged 135
		SP:Iteration 8Q (89921.640000 sec): 3 clusters
  Score: Raw -373033.244912 + Penalty 2708.078405 = -370325.166506
  nChanged 114
		SP:Iteration 9Q (89921.820000 sec): 3 clusters
  Score: Raw -373117.985286 + Penalty 2708.078405 = -370409.906881
  nChanged 97
		SP:Iteration 10Q (89921.990000 sec): 3 clusters
  Score: Raw -373175.621133 + Penalty 2708.078405 = -370467.542728
  nChanged 84
		SP:Iteration 11Q (89922.170000 sec): 3 clusters
  Score: Raw -373221.247154 + Penalty 2708.078405 = -370513.168749
  nChanged 75
		SP:Iteration 12Q (89922.350000 sec): 3 clusters
  Score: Raw -373259.894981 + Penalty 2708.078405 = -370551.816575
  nChanged 70
		SP:Iteration 13Q (89922.520000 sec): 3 clusters
  Score: Raw -373285.132550 + Penalty 2708.078405 = -370577.054144
  nChanged 45
		SP:Iteration 14Q (89922.700000 sec): 3 clusters
  Score: Raw -373307.772887 + Penalty 2708.078405 = -370599.694481
  nChanged 46
		SP:Iteration 15Q (89922.870000 sec): 3 clusters
  Score: Raw -373327.019637 + Penalty 2708.078405 = -370618.941232
  nChanged 34
		SP:Iteration 16Q (89923.050000 sec): 3 clusters
  Score: Raw -373336.802969 + Penalty 2708.078405 = -370628.724564
  nChanged 19
		SP:Iteration 17Q (89923.230000 sec): 3 clusters
  Score: Raw -373343.372850 + Penalty 2708.078405 = -370635.294445
  nChanged 24
		SP:Iteration 18Q (89923.400000 sec): 3 clusters
  Score: Raw -373351.875727 + Penalty 2708.078405 = -370643.797322
  nChanged 25
		SP:Iteration 19Q (89923.580000 sec): 3 clusters
  Score: Raw -373362.052424 + Penalty 2708.078405 = -370653.974018
  nChanged 33
		SP:Iteration 20F (89923.750000 sec): 3 clusters
  Score: Raw -373376.203746 + Penalty 2708.078405 = -370668.125341
  nChanged 27
		SP:Iteration 21Q (89923.930000 sec): 3 clusters
  Score: Raw -373388.058420 + Penalty 2708.078405 = -370679.980015
  nChanged 31
		SP:Iteration 22Q (89924.100000 sec): 3 clusters
  Score: Raw -373399.084335 + Penalty 2708.078405 = -370691.005929
  nChanged 24
		SP:Iteration 23Q (89924.280000 sec): 3 clusters
  Score: Raw -373408.398390 + Penalty 2708.078405 = -370700.319984
  nChanged 21
		SP:Iteration 24Q (89924.450000 sec): 3 clusters
  Score: Raw -373416.281105 + Penalty 2708.078405 = -370708.202700
  nChanged 19
		SP:Iteration 25Q (89924.630000 sec): 3 clusters
  Score: Raw -373423.020834 + Penalty 2708.078405 = -370714.942428
  nChanged 15
		SP:Iteration 26Q (89924.790000 sec): 3 clusters
  Score: Raw -373428.947701 + Penalty 2708.078405 = -370720.869296
  nChanged 19
		SP:Iteration 27Q (89924.970000 sec): 3 clusters
  Score: Raw -373434.608763 + Penalty 2708.078405 = -370726.530357
  nChanged 16
		SP:Iteration 28Q (89925.150000 sec): 3 clusters
  Score: Raw -373441.679671 + Penalty 2708.078405 = -370733.601266
  nChanged 18
		SP:Iteration 29Q (89925.320000 sec): 3 clusters
  Score: Raw -373447.094250 + Penalty 2708.078405 = -370739.015845
  nChanged 15
		SP:Iteration 30Q (89925.500000 sec): 3 clusters
  Score: Raw -373452.688640 + Penalty 2708.078405 = -370744.610234
  nChanged 19
		SP:Iteration 31Q (89925.670000 sec): 3 clusters
  Score: Raw -373461.189642 + Penalty 2708.078405 = -370753.111236
  nChanged 18
		SP:Iteration 32Q (89925.850000 sec): 3 clusters
  Score: Raw -373466.947228 + Penalty 2708.078405 = -370758.868822
  nChanged 17
		SP:Iteration 33Q (89926.030000 sec): 3 clusters
  Score: Raw -373472.507243 + Penalty 2708.078405 = -370764.428838
  nChanged 19
		SP:Iteration 34Q (89926.200000 sec): 3 clusters
  Score: Raw -373478.699810 + Penalty 2708.078405 = -370770.621404
  nChanged 20
		SP:Iteration 35Q (89926.380000 sec): 3 clusters
  Score: Raw -373485.902783 + Penalty 2708.078405 = -370777.824378
  nChanged 12
		SP:Iteration 36Q (89926.550000 sec): 3 clusters
  Score: Raw -373490.791406 + Penalty 2708.078405 = -370782.713001
  nChanged 22
		SP:Iteration 37Q (89926.730000 sec): 3 clusters
  Score: Raw -373500.611481 + Penalty 2708.078405 = -370792.533076
  nChanged 17
		SP:Iteration 38Q (89926.910000 sec): 3 clusters
  Score: Raw -373505.467630 + Penalty 2708.078405 = -370797.389225
  nChanged 13
		SP:Iteration 39Q (89927.070000 sec): 3 clusters
  Score: Raw -373509.224020 + Penalty 2708.078405 = -370801.145615
  nChanged 15
		SP:Iteration 40F (89927.260000 sec): 3 clusters
  Score: Raw -373514.086148 + Penalty 2708.078405 = -370806.007743
  nChanged 13
		SP:Iteration 41Q (89927.430000 sec): 3 clusters
  Score: Raw -373518.119673 + Penalty 2708.078405 = -370810.041268
  nChanged 14
		SP:Iteration 42Q (89927.610000 sec): 3 clusters
  Score: Raw -373521.587804 + Penalty 2708.078405 = -370813.509398
  nChanged 13
		SP:Iteration 43Q (89927.790000 sec): 3 clusters
  Score: Raw -373524.588207 + Penalty 2708.078405 = -370816.509802
  nChanged 5
		SP:Iteration 44Q (89927.960000 sec): 3 clusters
  Score: Raw -373525.975723 + Penalty 2708.078405 = -370817.897318
  nChanged 4
		SP:Iteration 45Q (89928.130000 sec): 3 clusters
  Score: Raw -373526.952460 + Penalty 2708.078405 = -370818.874055
  nChanged 3
		SP:Iteration 46Q (89928.330000 sec): 3 clusters
  Score: Raw -373527.778758 + Penalty 2708.078405 = -370819.700353
  nChanged 5
		SP:Iteration 47Q (89928.490000 sec): 3 clusters
  Score: Raw -373528.817191 + Penalty 2708.078405 = -370820.738786
  nChanged 5
		SP:Iteration 48Q (89928.660000 sec): 3 clusters
  Score: Raw -373530.738348 + Penalty 2708.078405 = -370822.659943
  nChanged 10
		SP:Iteration 49Q (89928.840000 sec): 3 clusters
  Score: Raw -373533.381434 + Penalty 2708.078405 = -370825.303029
  nChanged 8
		SP:Iteration 50Q (89929.010000 sec): 3 clusters
  Score: Raw -373535.734440 + Penalty 2708.078405 = -370827.656034
  nChanged 3
		SP:Iteration 51Q (89929.190000 sec): 3 clusters
  Score: Raw -373536.369076 + Penalty 2708.078405 = -370828.290671
  nChanged 1
		SP:Iteration 52Q (89929.370000 sec): 3 clusters
  Score: Raw -373536.818360 + Penalty 2708.078405 = -370828.739955
  nChanged 3
		SP:Iteration 53Q (89929.540000 sec): 3 clusters
  Score: Raw -373537.651947 + Penalty 2708.078405 = -370829.573542
  nChanged 1
		SP:Iteration 54Q (89929.720000 sec): 3 clusters
  Score: Raw -373538.023875 + Penalty 2708.078405 = -370829.945469
  nChanged 3
		SP:Iteration 55Q (89929.890000 sec): 3 clusters
  Score: Raw -373538.918049 + Penalty 2708.078405 = -370830.839644
  nChanged 5
		SP:Iteration 56Q (89930.070000 sec): 3 clusters
  Score: Raw -373540.662782 + Penalty 2708.078405 = -370832.584377
  nChanged 6
		SP:Iteration 57Q (89930.250000 sec): 3 clusters
  Score: Raw -373542.120189 + Penalty 2708.078405 = -370834.041783
  nChanged 4
		SP:Iteration 58Q (89930.420000 sec): 3 clusters
  Score: Raw -373543.363779 + Penalty 2708.078405 = -370835.285373
  nChanged 3
		SP:Iteration 59Q (89930.600000 sec): 3 clusters
  Score: Raw -373543.975731 + Penalty 2708.078405 = -370835.897326
  nChanged 1
		SP:Iteration 60F (89930.770000 sec): 3 clusters
  Score: Raw -373544.015018 + Penalty 2708.078405 = -370835.936612
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (3371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89930.870000 sec): 2 clusters
  Score: Raw -317103.120212 + Penalty 1319.981766 = -315783.138446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89931.050000 sec): 3 clusters
  Score: Raw -315457.227011 + Penalty 2639.963532 = -312817.263479
  nChanged 1329
		SP:Iteration 1F (89931.230000 sec): 3 clusters
  Score: Raw -316218.918065 + Penalty 2639.963532 = -313578.954532
  nChanged 303
		SP:Iteration 2F (89931.400000 sec): 3 clusters
  Score: Raw -316445.907046 + Penalty 2639.963532 = -313805.943513
  nChanged 247
		SP:Iteration 3F (89931.580000 sec): 3 clusters
  Score: Raw -316641.523402 + Penalty 2639.963532 = -314001.559869
  nChanged 205
		SP:Iteration 4F (89931.750000 sec): 3 clusters
  Score: Raw -316808.627666 + Penalty 2639.963532 = -314168.664133
  nChanged 173
		SP:Iteration 5F (89931.930000 sec): 3 clusters
  Score: Raw -316936.966847 + Penalty 2639.963532 = -314297.003315
  nChanged 141
		SP:Iteration 6Q (89932.110000 sec): 3 clusters
  Score: Raw -317020.065315 + Penalty 2639.963532 = -314380.101782
  nChanged 100
		SP:Iteration 7Q (89932.280000 sec): 3 clusters
  Score: Raw -317072.586375 + Penalty 2639.963532 = -314432.622842
  nChanged 70
		SP:Iteration 8Q (89932.460000 sec): 3 clusters
  Score: Raw -317106.579493 + Penalty 2639.963532 = -314466.615960
  nChanged 61
		SP:Iteration 9Q (89932.630000 sec): 3 clusters
  Score: Raw -317131.933205 + Penalty 2639.963532 = -314491.969672
  nChanged 43
		SP:Iteration 10Q (89932.710000 sec): 3 clusters
  Score: Raw -317145.560141 + Penalty 2639.963532 = -314505.596609
  nChanged 24
		SP:Iteration 11Q (89932.780000 sec): 3 clusters
  Score: Raw -317153.420168 + Penalty 2639.963532 = -314513.456636
  nChanged 15
		SP:Iteration 12Q (89932.850000 sec): 3 clusters
  Score: Raw -317159.976051 + Penalty 2639.963532 = -314520.012518
  nChanged 15
		SP:Iteration 13Q (89932.910000 sec): 3 clusters
  Score: Raw -317165.697734 + Penalty 2639.963532 = -314525.734201
  nChanged 13
		SP:Iteration 14Q (89932.990000 sec): 3 clusters
  Score: Raw -317171.614708 + Penalty 2639.963532 = -314531.651175
  nChanged 11
		SP:Iteration 15Q (89933.050000 sec): 3 clusters
  Score: Raw -317175.139006 + Penalty 2639.963532 = -314535.175474
  nChanged 9
		SP:Iteration 16Q (89933.120000 sec): 3 clusters
  Score: Raw -317178.097160 + Penalty 2639.963532 = -314538.133628
  nChanged 5
		SP:Iteration 17Q (89933.190000 sec): 3 clusters
  Score: Raw -317180.038904 + Penalty 2639.963532 = -314540.075372
  nChanged 4
		SP:Iteration 18Q (89933.260000 sec): 3 clusters
  Score: Raw -317181.061626 + Penalty 2639.963532 = -314541.098093
  nChanged 6
		SP:Iteration 19Q (89933.330000 sec): 3 clusters
  Score: Raw -317182.195335 + Penalty 2639.963532 = -314542.231802
  nChanged 4
		SP:Iteration 20F (89933.400000 sec): 3 clusters
  Score: Raw -317183.601589 + Penalty 2639.963532 = -314543.638057
  nChanged 6
		SP:Iteration 21Q (89933.470000 sec): 3 clusters
  Score: Raw -317185.010528 + Penalty 2639.963532 = -314545.046996
  nChanged 4
		SP:Iteration 22Q (89933.540000 sec): 3 clusters
  Score: Raw -317186.987617 + Penalty 2639.963532 = -314547.024084
  nChanged 5
		SP:Iteration 23Q (89933.610000 sec): 3 clusters
  Score: Raw -317188.670379 + Penalty 2639.963532 = -314548.706847
  nChanged 6
		SP:Iteration 24Q (89933.670000 sec): 3 clusters
  Score: Raw -317190.418832 + Penalty 2639.963532 = -314550.455299
  nChanged 3
		SP:Iteration 25Q (89933.740000 sec): 3 clusters
  Score: Raw -317191.053424 + Penalty 2639.963532 = -314551.089892
  nChanged 0
		SP:Iteration 26F (89933.810000 sec): 3 clusters
  Score: Raw -317191.053424 + Penalty 2639.963532 = -314551.089892
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (13185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89933.950000 sec): 2 clusters
  Score: Raw -1264483.957643 + Penalty 1541.610704 = -1262942.346940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89934.160000 sec): 3 clusters
  Score: Raw -1256744.139976 + Penalty 3083.221407 = -1253660.918569
  nChanged 5906
		SP:Iteration 1F (89934.510000 sec): 3 clusters
  Score: Raw -1260101.885147 + Penalty 3083.221407 = -1257018.663739
  nChanged 941
		SP:Iteration 2F (89934.800000 sec): 3 clusters
  Score: Raw -1260649.447029 + Penalty 3083.221407 = -1257566.225622
  nChanged 917
		SP:Iteration 3F (89935.030000 sec): 3 clusters
  Score: Raw -1261225.420533 + Penalty 3083.221407 = -1258142.199126
  nChanged 848
		SP:Iteration 4F (89935.400000 sec): 3 clusters
  Score: Raw -1261726.106287 + Penalty 3083.221407 = -1258642.884880
  nChanged 754
		SP:Iteration 5F (89935.680000 sec): 3 clusters
  Score: Raw -1262187.535252 + Penalty 3083.221407 = -1259104.313845
  nChanged 744
		SP:Iteration 6F (89936.050000 sec): 3 clusters
  Score: Raw -1262612.159801 + Penalty 3083.221407 = -1259528.938394
  nChanged 631
		SP:Iteration 7Q (89936.350000 sec): 3 clusters
  Score: Raw -1262964.339827 + Penalty 3083.221407 = -1259881.118419
  nChanged 561
		SP:Iteration 8Q (89936.570000 sec): 3 clusters
  Score: Raw -1263238.769030 + Penalty 3083.221407 = -1260155.547623
  nChanged 474
		SP:Iteration 9Q (89936.770000 sec): 3 clusters
  Score: Raw -1263437.012354 + Penalty 3083.221407 = -1260353.790946
  nChanged 393
		SP:Iteration 10Q (89937.050000 sec): 3 clusters
  Score: Raw -1263592.007520 + Penalty 3083.221407 = -1260508.786113
  nChanged 315
		SP:Iteration 11Q (89937.340000 sec): 3 clusters
  Score: Raw -1263719.310321 + Penalty 3083.221407 = -1260636.088914
  nChanged 322
		SP:Iteration 12Q (89937.630000 sec): 3 clusters
  Score: Raw -1263848.126577 + Penalty 3083.221407 = -1260764.905170
  nChanged 319
		SP:Iteration 13Q (89937.910000 sec): 3 clusters
  Score: Raw -1263972.673525 + Penalty 3083.221407 = -1260889.452118
  nChanged 279
		SP:Iteration 14Q (89938.200000 sec): 3 clusters
  Score: Raw -1264081.223374 + Penalty 3083.221407 = -1260998.001967
  nChanged 287
		SP:Iteration 15Q (89938.490000 sec): 3 clusters
  Score: Raw -1264205.843888 + Penalty 3083.221407 = -1261122.622481
  nChanged 310
		SP:Iteration 16Q (89938.770000 sec): 3 clusters
  Score: Raw -1264336.750625 + Penalty 3083.221407 = -1261253.529218
  nChanged 296
		SP:Iteration 17Q (89939.000000 sec): 3 clusters
  Score: Raw -1264458.256425 + Penalty 3083.221407 = -1261375.035018
  nChanged 257
		SP:Iteration 18Q (89939.220000 sec): 3 clusters
  Score: Raw -1264553.212157 + Penalty 3083.221407 = -1261469.990749
  nChanged 220
		SP:Iteration 19Q (89939.500000 sec): 3 clusters
  Score: Raw -1264617.926731 + Penalty 3083.221407 = -1261534.705323
  nChanged 180
		SP:Iteration 20F (89939.740000 sec): 3 clusters
  Score: Raw -1264664.585292 + Penalty 3083.221407 = -1261581.363885
  nChanged 148
		SP:Iteration 21Q (89940.020000 sec): 3 clusters
  Score: Raw -1264696.761602 + Penalty 3083.221407 = -1261613.540195
  nChanged 120
		SP:Iteration 22Q (89940.260000 sec): 3 clusters
  Score: Raw -1264720.858329 + Penalty 3083.221407 = -1261637.636922
  nChanged 85
		SP:Iteration 23Q (89940.550000 sec): 3 clusters
  Score: Raw -1264735.601067 + Penalty 3083.221407 = -1261652.379660
  nChanged 90
		SP:Iteration 24Q (89940.790000 sec): 3 clusters
  Score: Raw -1264751.790957 + Penalty 3083.221407 = -1261668.569550
  nChanged 78
		SP:Iteration 25Q (89941.030000 sec): 3 clusters
  Score: Raw -1264766.726113 + Penalty 3083.221407 = -1261683.504706
  nChanged 75
		SP:Iteration 26Q (89941.320000 sec): 3 clusters
  Score: Raw -1264777.827996 + Penalty 3083.221407 = -1261694.606589
  nChanged 62
		SP:Iteration 27Q (89941.560000 sec): 3 clusters
  Score: Raw -1264789.184379 + Penalty 3083.221407 = -1261705.962972
  nChanged 65
		SP:Iteration 28Q (89941.770000 sec): 3 clusters
  Score: Raw -1264803.144514 + Penalty 3083.221407 = -1261719.923107
  nChanged 66
		SP:Iteration 29Q (89942.050000 sec): 3 clusters
  Score: Raw -1264819.007125 + Penalty 3083.221407 = -1261735.785717
  nChanged 61
		SP:Iteration 30Q (89942.290000 sec): 3 clusters
  Score: Raw -1264833.634724 + Penalty 3083.221407 = -1261750.413317
  nChanged 89
		SP:Iteration 31Q (89942.580000 sec): 3 clusters
  Score: Raw -1264856.502372 + Penalty 3083.221407 = -1261773.280965
  nChanged 97
		SP:Iteration 32Q (89942.890000 sec): 3 clusters
  Score: Raw -1264883.981034 + Penalty 3083.221407 = -1261800.759627
  nChanged 106
		SP:Iteration 33Q (89943.150000 sec): 3 clusters
  Score: Raw -1264914.305982 + Penalty 3083.221407 = -1261831.084575
  nChanged 120
		SP:Iteration 34Q (89943.390000 sec): 3 clusters
  Score: Raw -1264953.744903 + Penalty 3083.221407 = -1261870.523496
  nChanged 136
		SP:Iteration 35Q (89943.630000 sec): 3 clusters
  Score: Raw -1264999.489344 + Penalty 3083.221407 = -1261916.267937
  nChanged 120
		SP:Iteration 36Q (89943.910000 sec): 3 clusters
  Score: Raw -1265032.110087 + Penalty 3083.221407 = -1261948.888680
  nChanged 103
		SP:Iteration 37Q (89944.150000 sec): 3 clusters
  Score: Raw -1265059.095430 + Penalty 3083.221407 = -1261975.874023
  nChanged 105
		SP:Iteration 38Q (89944.390000 sec): 3 clusters
  Score: Raw -1265088.185711 + Penalty 3083.221407 = -1262004.964304
  nChanged 93
		SP:Iteration 39Q (89944.640000 sec): 3 clusters
  Score: Raw -1265109.693577 + Penalty 3083.221407 = -1262026.472170
  nChanged 84
		SP:Iteration 40F (89944.920000 sec): 3 clusters
  Score: Raw -1265125.464223 + Penalty 3083.221407 = -1262042.242816
  nChanged 70
		SP:Iteration 41Q (89945.160000 sec): 3 clusters
  Score: Raw -1265136.804214 + Penalty 3083.221407 = -1262053.582807
  nChanged 47
		SP:Iteration 42Q (89945.450000 sec): 3 clusters
  Score: Raw -1265143.401554 + Penalty 3083.221407 = -1262060.180147
  nChanged 32
		SP:Iteration 43Q (89945.730000 sec): 3 clusters
  Score: Raw -1265147.566204 + Penalty 3083.221407 = -1262064.344796
  nChanged 28
		SP:Iteration 44Q (89946.010000 sec): 3 clusters
  Score: Raw -1265150.307966 + Penalty 3083.221407 = -1262067.086559
  nChanged 30
		SP:Iteration 45Q (89946.250000 sec): 3 clusters
  Score: Raw -1265154.025355 + Penalty 3083.221407 = -1262070.803948
  nChanged 26
		SP:Iteration 46Q (89946.520000 sec): 3 clusters
  Score: Raw -1265157.323229 + Penalty 3083.221407 = -1262074.101822
  nChanged 16
		SP:Iteration 47Q (89946.780000 sec): 3 clusters
  Score: Raw -1265158.680467 + Penalty 3083.221407 = -1262075.459060
  nChanged 7
		SP:Iteration 48Q (89947.070000 sec): 3 clusters
  Score: Raw -1265159.149871 + Penalty 3083.221407 = -1262075.928464
  nChanged 4
		SP:Iteration 49Q (89947.310000 sec): 3 clusters
  Score: Raw -1265159.598461 + Penalty 3083.221407 = -1262076.377054
  nChanged 3
		SP:Iteration 50Q (89947.520000 sec): 3 clusters
  Score: Raw -1265159.771529 + Penalty 3083.221407 = -1262076.550121
  nChanged 4
		SP:Iteration 51Q (89947.800000 sec): 3 clusters
  Score: Raw -1265160.227287 + Penalty 3083.221407 = -1262077.005879
  nChanged 4
		SP:Iteration 52Q (89948.050000 sec): 3 clusters
  Score: Raw -1265160.543619 + Penalty 3083.221407 = -1262077.322212
  nChanged 6
		SP:Iteration 53Q (89948.330000 sec): 3 clusters
  Score: Raw -1265161.105095 + Penalty 3083.221407 = -1262077.883688
  nChanged 7
		SP:Iteration 54Q (89948.610000 sec): 3 clusters
  Score: Raw -1265161.873805 + Penalty 3083.221407 = -1262078.652398
  nChanged 8
		SP:Iteration 55Q (89948.850000 sec): 3 clusters
  Score: Raw -1265162.673210 + Penalty 3083.221407 = -1262079.451803
  nChanged 13
		SP:Iteration 56Q (89949.120000 sec): 3 clusters
  Score: Raw -1265163.733039 + Penalty 3083.221407 = -1262080.511632
  nChanged 11
		SP:Iteration 57Q (89949.430000 sec): 3 clusters
  Score: Raw -1265165.032397 + Penalty 3083.221407 = -1262081.810990
  nChanged 17
		SP:Iteration 58Q (89949.670000 sec): 3 clusters
  Score: Raw -1265167.537849 + Penalty 3083.221407 = -1262084.316442
  nChanged 14
		SP:Iteration 59Q (89949.910000 sec): 3 clusters
  Score: Raw -1265168.871066 + Penalty 3083.221407 = -1262085.649659
  nChanged 14
		SP:Iteration 60F (89950.170000 sec): 3 clusters
  Score: Raw -1265169.906605 + Penalty 3083.221407 = -1262086.685198
  nChanged 3
		SP:Iteration 61Q (89950.450000 sec): 3 clusters
  Score: Raw -1265170.118774 + Penalty 3083.221407 = -1262086.897367
  nChanged 3
		SP:Iteration 62Q (89950.740000 sec): 3 clusters
  Score: Raw -1265170.385517 + Penalty 3083.221407 = -1262087.164110
  nChanged 9
		SP:Iteration 63Q (89950.990000 sec): 3 clusters
  Score: Raw -1265171.331998 + Penalty 3083.221407 = -1262088.110590
  nChanged 12
		SP:Iteration 64Q (89951.270000 sec): 3 clusters
  Score: Raw -1265172.969413 + Penalty 3083.221407 = -1262089.748005
  nChanged 14
		SP:Iteration 65Q (89951.490000 sec): 3 clusters
  Score: Raw -1265174.217991 + Penalty 3083.221407 = -1262090.996584
  nChanged 10
		SP:Iteration 66Q (89951.720000 sec): 3 clusters
  Score: Raw -1265174.787070 + Penalty 3083.221407 = -1262091.565663
  nChanged 6
		SP:Iteration 67Q (89952.000000 sec): 3 clusters
  Score: Raw -1265175.064122 + Penalty 3083.221407 = -1262091.842714
  nChanged 2
		SP:Iteration 68Q (89952.290000 sec): 3 clusters
  Score: Raw -1265175.226431 + Penalty 3083.221407 = -1262092.005024
  nChanged 2
		SP:Iteration 69Q (89952.570000 sec): 3 clusters
  Score: Raw -1265175.314027 + Penalty 3083.221407 = -1262092.092620
  nChanged 1
		SP:Iteration 70Q (89952.810000 sec): 3 clusters
  Score: Raw -1265175.338357 + Penalty 3083.221407 = -1262092.116950
  nChanged 1
		SP:Iteration 71Q (89953.050000 sec): 3 clusters
  Score: Raw -1265175.453806 + Penalty 3083.221407 = -1262092.232399
  nChanged 1
		SP:Iteration 72Q (89953.300000 sec): 3 clusters
  Score: Raw -1265175.581272 + Penalty 3083.221407 = -1262092.359865
  nChanged 2
		SP:Iteration 73Q (89953.590000 sec): 3 clusters
  Score: Raw -1265175.816804 + Penalty 3083.221407 = -1262092.595397
  nChanged 1
		SP:Iteration 74Q (89953.830000 sec): 3 clusters
  Score: Raw -1265175.843412 + Penalty 3083.221407 = -1262092.622005
  nChanged 0
		SP:Iteration 75F (89954.030000 sec): 3 clusters
  Score: Raw -1265175.843412 + Penalty 3083.221407 = -1262092.622005
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (5035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89954.160000 sec): 2 clusters
  Score: Raw -392067.763832 + Penalty 1385.177431 = -390682.586401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89954.340000 sec): 3 clusters
  Score: Raw -389447.871833 + Penalty 2770.354862 = -386677.516972
  nChanged 2091
		SP:Iteration 1F (89954.520000 sec): 3 clusters
  Score: Raw -390753.261823 + Penalty 2770.354862 = -387982.906961
  nChanged 426
		SP:Iteration 2F (89954.700000 sec): 3 clusters
  Score: Raw -391027.841475 + Penalty 2770.354862 = -388257.486613
  nChanged 314
		SP:Iteration 3F (89954.880000 sec): 3 clusters
  Score: Raw -391211.299726 + Penalty 2770.354862 = -388440.944864
  nChanged 262
		SP:Iteration 4F (89955.030000 sec): 3 clusters
  Score: Raw -391359.741154 + Penalty 2770.354862 = -388589.386292
  nChanged 181
		SP:Iteration 5Q (89955.200000 sec): 3 clusters
  Score: Raw -391444.208636 + Penalty 2770.354862 = -388673.853775
  nChanged 128
		SP:Iteration 6Q (89955.380000 sec): 3 clusters
  Score: Raw -391501.542773 + Penalty 2770.354862 = -388731.187911
  nChanged 120
		SP:Iteration 7Q (89955.550000 sec): 3 clusters
  Score: Raw -391543.065603 + Penalty 2770.354862 = -388772.710742
  nChanged 108
		SP:Iteration 8Q (89955.730000 sec): 3 clusters
  Score: Raw -391580.354998 + Penalty 2770.354862 = -388810.000137
  nChanged 75
		SP:Iteration 9Q (89955.900000 sec): 3 clusters
  Score: Raw -391603.450145 + Penalty 2770.354862 = -388833.095283
  nChanged 60
		SP:Iteration 10Q (89956.080000 sec): 3 clusters
  Score: Raw -391621.253936 + Penalty 2770.354862 = -388850.899074
  nChanged 66
		SP:Iteration 11Q (89956.260000 sec): 3 clusters
  Score: Raw -391646.105452 + Penalty 2770.354862 = -388875.750590
  nChanged 68
		SP:Iteration 12Q (89956.430000 sec): 3 clusters
  Score: Raw -391668.756725 + Penalty 2770.354862 = -388898.401864
  nChanged 67
		SP:Iteration 13Q (89956.600000 sec): 3 clusters
  Score: Raw -391689.574615 + Penalty 2770.354862 = -388919.219753
  nChanged 53
		SP:Iteration 14Q (89956.780000 sec): 3 clusters
  Score: Raw -391704.174930 + Penalty 2770.354862 = -388933.820068
  nChanged 50
		SP:Iteration 15Q (89956.960000 sec): 3 clusters
  Score: Raw -391720.326113 + Penalty 2770.354862 = -388949.971251
  nChanged 58
		SP:Iteration 16Q (89957.130000 sec): 3 clusters
  Score: Raw -391736.350676 + Penalty 2770.354862 = -388965.995814
  nChanged 50
		SP:Iteration 17Q (89957.310000 sec): 3 clusters
  Score: Raw -391753.799557 + Penalty 2770.354862 = -388983.444696
  nChanged 55
		SP:Iteration 18Q (89957.480000 sec): 3 clusters
  Score: Raw -391772.351525 + Penalty 2770.354862 = -389001.996664
  nChanged 50
		SP:Iteration 19Q (89957.640000 sec): 3 clusters
  Score: Raw -391787.448383 + Penalty 2770.354862 = -389017.093521
  nChanged 54
		SP:Iteration 20F (89957.840000 sec): 3 clusters
  Score: Raw -391806.016066 + Penalty 2770.354862 = -389035.661205
  nChanged 49
		SP:Iteration 21Q (89958.010000 sec): 3 clusters
  Score: Raw -391820.114197 + Penalty 2770.354862 = -389049.759335
  nChanged 45
		SP:Iteration 22Q (89958.190000 sec): 3 clusters
  Score: Raw -391832.600399 + Penalty 2770.354862 = -389062.245537
  nChanged 46
		SP:Iteration 23Q (89958.360000 sec): 3 clusters
  Score: Raw -391849.897343 + Penalty 2770.354862 = -389079.542482
  nChanged 46
		SP:Iteration 24Q (89958.540000 sec): 3 clusters
  Score: Raw -391869.710553 + Penalty 2770.354862 = -389099.355692
  nChanged 57
		SP:Iteration 25Q (89958.710000 sec): 3 clusters
  Score: Raw -391891.071137 + Penalty 2770.354862 = -389120.716275
  nChanged 47
		SP:Iteration 26Q (89958.890000 sec): 3 clusters
  Score: Raw -391912.173041 + Penalty 2770.354862 = -389141.818180
  nChanged 52
		SP:Iteration 27Q (89959.060000 sec): 3 clusters
  Score: Raw -391943.229272 + Penalty 2770.354862 = -389172.874410
  nChanged 66
		SP:Iteration 28Q (89959.240000 sec): 3 clusters
  Score: Raw -391983.429381 + Penalty 2770.354862 = -389213.074519
  nChanged 72
		SP:Iteration 29Q (89959.420000 sec): 3 clusters
  Score: Raw -392018.586418 + Penalty 2770.354862 = -389248.231556
  nChanged 65
		SP:Iteration 30Q (89959.590000 sec): 3 clusters
  Score: Raw -392048.350854 + Penalty 2770.354862 = -389277.995992
  nChanged 66
		SP:Iteration 31Q (89959.770000 sec): 3 clusters
  Score: Raw -392076.147856 + Penalty 2770.354862 = -389305.792994
  nChanged 60
		SP:Iteration 32Q (89959.940000 sec): 3 clusters
  Score: Raw -392099.936014 + Penalty 2770.354862 = -389329.581152
  nChanged 39
		SP:Iteration 33Q (89960.030000 sec): 3 clusters
  Score: Raw -392112.471808 + Penalty 2770.354862 = -389342.116947
  nChanged 45
		SP:Iteration 34Q (89960.120000 sec): 3 clusters
  Score: Raw -392128.061018 + Penalty 2770.354862 = -389357.706156
  nChanged 39
		SP:Iteration 35Q (89960.220000 sec): 3 clusters
  Score: Raw -392139.862802 + Penalty 2770.354862 = -389369.507940
  nChanged 40
		SP:Iteration 36Q (89960.310000 sec): 3 clusters
  Score: Raw -392151.041940 + Penalty 2770.354862 = -389380.687078
  nChanged 35
		SP:Iteration 37Q (89960.400000 sec): 3 clusters
  Score: Raw -392162.575793 + Penalty 2770.354862 = -389392.220931
  nChanged 34
		SP:Iteration 38Q (89960.500000 sec): 3 clusters
  Score: Raw -392176.796961 + Penalty 2770.354862 = -389406.442100
  nChanged 38
		SP:Iteration 39Q (89960.590000 sec): 3 clusters
  Score: Raw -392190.072059 + Penalty 2770.354862 = -389419.717197
  nChanged 35
		SP:Iteration 40F (89960.680000 sec): 3 clusters
  Score: Raw -392202.267776 + Penalty 2770.354862 = -389431.912914
  nChanged 35
		SP:Iteration 41Q (89960.780000 sec): 3 clusters
  Score: Raw -392215.970551 + Penalty 2770.354862 = -389445.615689
  nChanged 31
		SP:Iteration 42Q (89960.870000 sec): 3 clusters
  Score: Raw -392224.661013 + Penalty 2770.354862 = -389454.306151
  nChanged 18
		SP:Iteration 43Q (89960.960000 sec): 3 clusters
  Score: Raw -392230.294521 + Penalty 2770.354862 = -389459.939660
  nChanged 17
		SP:Iteration 44Q (89961.050000 sec): 3 clusters
  Score: Raw -392234.596869 + Penalty 2770.354862 = -389464.242007
  nChanged 16
		SP:Iteration 45Q (89961.140000 sec): 3 clusters
  Score: Raw -392239.793720 + Penalty 2770.354862 = -389469.438858
  nChanged 15
		SP:Iteration 46Q (89961.350000 sec): 3 clusters
  Score: Raw -392245.138519 + Penalty 2770.354862 = -389474.783658
  nChanged 21
		SP:Iteration 47Q (89961.440000 sec): 3 clusters
  Score: Raw -392251.470031 + Penalty 2770.354862 = -389481.115169
  nChanged 15
		SP:Iteration 48Q (89961.530000 sec): 3 clusters
  Score: Raw -392255.580971 + Penalty 2770.354862 = -389485.226109
  nChanged 10
		SP:Iteration 49Q (89961.620000 sec): 3 clusters
  Score: Raw -392258.193659 + Penalty 2770.354862 = -389487.838797
  nChanged 9
		SP:Iteration 50Q (89961.720000 sec): 3 clusters
  Score: Raw -392260.708379 + Penalty 2770.354862 = -389490.353517
  nChanged 15
		SP:Iteration 51Q (89961.810000 sec): 3 clusters
  Score: Raw -392265.158682 + Penalty 2770.354862 = -389494.803820
  nChanged 13
		SP:Iteration 52Q (89961.900000 sec): 3 clusters
  Score: Raw -392268.918033 + Penalty 2770.354862 = -389498.563172
  nChanged 10
		SP:Iteration 53Q (89962.120000 sec): 3 clusters
  Score: Raw -392272.327784 + Penalty 2770.354862 = -389501.972922
  nChanged 13
		SP:Iteration 54Q (89962.290000 sec): 3 clusters
  Score: Raw -392276.473414 + Penalty 2770.354862 = -389506.118553
  nChanged 15
		SP:Iteration 55Q (89962.470000 sec): 3 clusters
  Score: Raw -392283.243195 + Penalty 2770.354862 = -389512.888334
  nChanged 20
		SP:Iteration 56Q (89962.640000 sec): 3 clusters
  Score: Raw -392290.604350 + Penalty 2770.354862 = -389520.249488
  nChanged 17
		SP:Iteration 57Q (89962.820000 sec): 3 clusters
  Score: Raw -392296.827300 + Penalty 2770.354862 = -389526.472438
  nChanged 12
		SP:Iteration 58Q (89962.990000 sec): 3 clusters
  Score: Raw -392300.016062 + Penalty 2770.354862 = -389529.661200
  nChanged 10
		SP:Iteration 59Q (89963.170000 sec): 3 clusters
  Score: Raw -392303.679235 + Penalty 2770.354862 = -389533.324374
  nChanged 9
		SP:Iteration 60F (89963.340000 sec): 3 clusters
  Score: Raw -392307.592609 + Penalty 2770.354862 = -389537.237748
  nChanged 10
		SP:Iteration 61Q (89963.520000 sec): 3 clusters
  Score: Raw -392313.364496 + Penalty 2770.354862 = -389543.009634
  nChanged 18
		SP:Iteration 62Q (89963.680000 sec): 3 clusters
  Score: Raw -392320.760205 + Penalty 2770.354862 = -389550.405344
  nChanged 18
		SP:Iteration 63Q (89963.860000 sec): 3 clusters
  Score: Raw -392326.547731 + Penalty 2770.354862 = -389556.192869
  nChanged 16
		SP:Iteration 64Q (89964.030000 sec): 3 clusters
  Score: Raw -392331.792356 + Penalty 2770.354862 = -389561.437495
  nChanged 10
		SP:Iteration 65Q (89964.210000 sec): 3 clusters
  Score: Raw -392334.646012 + Penalty 2770.354862 = -389564.291150
  nChanged 8
		SP:Iteration 66Q (89964.380000 sec): 3 clusters
  Score: Raw -392336.981763 + Penalty 2770.354862 = -389566.626901
  nChanged 14
		SP:Iteration 67Q (89964.560000 sec): 3 clusters
  Score: Raw -392341.552270 + Penalty 2770.354862 = -389571.197409
  nChanged 17
		SP:Iteration 68Q (89964.730000 sec): 3 clusters
  Score: Raw -392347.540551 + Penalty 2770.354862 = -389577.185689
  nChanged 12
		SP:Iteration 69Q (89964.910000 sec): 3 clusters
  Score: Raw -392352.942198 + Penalty 2770.354862 = -389582.587336
  nChanged 17
		SP:Iteration 70Q (89965.080000 sec): 3 clusters
  Score: Raw -392359.132093 + Penalty 2770.354862 = -389588.777232
  nChanged 15
		SP:Iteration 71Q (89965.280000 sec): 3 clusters
  Score: Raw -392364.442168 + Penalty 2770.354862 = -389594.087307
  nChanged 13
		SP:Iteration 72Q (89965.370000 sec): 3 clusters
  Score: Raw -392370.486007 + Penalty 2770.354862 = -389600.131145
  nChanged 13
		SP:Iteration 73Q (89965.470000 sec): 3 clusters
  Score: Raw -392374.044888 + Penalty 2770.354862 = -389603.690027
  nChanged 9
		SP:Iteration 74Q (89965.560000 sec): 3 clusters
  Score: Raw -392376.516076 + Penalty 2770.354862 = -389606.161214
  nChanged 5
		SP:Iteration 75Q (89965.640000 sec): 3 clusters
  Score: Raw -392377.266738 + Penalty 2770.354862 = -389606.911876
  nChanged 2
		SP:Iteration 76Q (89965.740000 sec): 3 clusters
  Score: Raw -392377.427998 + Penalty 2770.354862 = -389607.073136
  nChanged 1
		SP:Iteration 77Q (89965.840000 sec): 3 clusters
  Score: Raw -392377.645047 + Penalty 2770.354862 = -389607.290186
  nChanged 5
		SP:Iteration 78Q (89965.930000 sec): 3 clusters
  Score: Raw -392378.816176 + Penalty 2770.354862 = -389608.461314
  nChanged 5
		SP:Iteration 79Q (89966.020000 sec): 3 clusters
  Score: Raw -392380.152085 + Penalty 2770.354862 = -389609.797223
  nChanged 6
		SP:Iteration 80F (89966.120000 sec): 3 clusters
  Score: Raw -392382.683355 + Penalty 2770.354862 = -389612.328494
  nChanged 6
		SP:Iteration 81Q (89966.210000 sec): 3 clusters
  Score: Raw -392384.849631 + Penalty 2770.354862 = -389614.494769
  nChanged 4
		SP:Iteration 82Q (89966.300000 sec): 3 clusters
  Score: Raw -392386.179430 + Penalty 2770.354862 = -389615.824568
  nChanged 3
		SP:Iteration 83Q (89966.390000 sec): 3 clusters
  Score: Raw -392386.976654 + Penalty 2770.354862 = -389616.621793
  nChanged 2
		SP:Iteration 84Q (89966.490000 sec): 3 clusters
  Score: Raw -392387.421754 + Penalty 2770.354862 = -389617.066892
  nChanged 1
		SP:Iteration 85Q (89966.580000 sec): 3 clusters
  Score: Raw -392387.868474 + Penalty 2770.354862 = -389617.513613
  nChanged 0
		SP:Iteration 86F (89966.670000 sec): 3 clusters
  Score: Raw -392387.868474 + Penalty 2770.354862 = -389617.513613
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89966.770000 sec): 2 clusters
  Score: Raw -117804.421580 + Penalty 1197.150022 = -116607.271558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89966.940000 sec): 3 clusters
  Score: Raw -117187.637993 + Penalty 2394.300044 = -114793.337948
  nChanged 531
		SP:Iteration 1F (89967.120000 sec): 3 clusters
  Score: Raw -117734.444344 + Penalty 2394.300044 = -115340.144300
  nChanged 184
		SP:Iteration 2F (89967.260000 sec): 3 clusters
  Score: Raw -117999.314575 + Penalty 2394.300044 = -115605.014530
  nChanged 129
		SP:Iteration 3F (89967.290000 sec): 3 clusters
  Score: Raw -118180.994150 + Penalty 2394.300044 = -115786.694106
  nChanged 94
		SP:Iteration 4F (89967.350000 sec): 3 clusters
  Score: Raw -118291.510886 + Penalty 2394.300044 = -115897.210842
  nChanged 58
		SP:Iteration 5Q (89967.560000 sec): 3 clusters
  Score: Raw -118356.935594 + Penalty 2394.300044 = -115962.635549
  nChanged 32
		SP:Iteration 6Q (89967.730000 sec): 3 clusters
  Score: Raw -118384.383975 + Penalty 2394.300044 = -115990.083931
  nChanged 26
		SP:Iteration 7Q (89967.890000 sec): 3 clusters
  Score: Raw -118401.235254 + Penalty 2394.300044 = -116006.935209
  nChanged 16
		SP:Iteration 8Q (89968.060000 sec): 3 clusters
  Score: Raw -118414.350082 + Penalty 2394.300044 = -116020.050038
  nChanged 16
		SP:Iteration 9Q (89968.230000 sec): 3 clusters
  Score: Raw -118424.699528 + Penalty 2394.300044 = -116030.399484
  nChanged 18
		SP:Iteration 10Q (89968.390000 sec): 3 clusters
  Score: Raw -118438.523884 + Penalty 2394.300044 = -116044.223839
  nChanged 14
		SP:Iteration 11Q (89968.510000 sec): 3 clusters
  Score: Raw -118450.403214 + Penalty 2394.300044 = -116056.103170
  nChanged 4
		SP:Iteration 12Q (89968.690000 sec): 3 clusters
  Score: Raw -118453.475100 + Penalty 2394.300044 = -116059.175056
  nChanged 2
		SP:Iteration 13Q (89968.870000 sec): 3 clusters
  Score: Raw -118454.756135 + Penalty 2394.300044 = -116060.456090
  nChanged 5
		SP:Iteration 14Q (89969.040000 sec): 3 clusters
  Score: Raw -118458.136585 + Penalty 2394.300044 = -116063.836541
  nChanged 7
		SP:Iteration 15Q (89969.220000 sec): 3 clusters
  Score: Raw -118460.770950 + Penalty 2394.300044 = -116066.470905
  nChanged 3
		SP:Iteration 16Q (89969.390000 sec): 3 clusters
  Score: Raw -118462.486635 + Penalty 2394.300044 = -116068.186590
  nChanged 4
		SP:Iteration 17Q (89969.570000 sec): 3 clusters
  Score: Raw -118465.284020 + Penalty 2394.300044 = -116070.983976
  nChanged 6
		SP:Iteration 18Q (89969.660000 sec): 3 clusters
  Score: Raw -118469.156228 + Penalty 2394.300044 = -116074.856184
  nChanged 3
		SP:Iteration 19Q (89969.690000 sec): 3 clusters
  Score: Raw -118472.021540 + Penalty 2394.300044 = -116077.721496
  nChanged 1
		SP:Iteration 20F (89969.730000 sec): 3 clusters
  Score: Raw -118472.690468 + Penalty 2394.300044 = -116078.390423
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (2502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89969.830000 sec): 2 clusters
  Score: Raw -241224.893110 + Penalty 1271.537425 = -239953.355685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89970.000000 sec): 3 clusters
  Score: Raw -240062.048924 + Penalty 2543.074850 = -237518.974075
  nChanged 934
		SP:Iteration 1F (89970.180000 sec): 3 clusters
  Score: Raw -240601.387689 + Penalty 2543.074850 = -238058.312840
  nChanged 211
		SP:Iteration 2F (89970.350000 sec): 3 clusters
  Score: Raw -240775.118528 + Penalty 2543.074850 = -238232.043679
  nChanged 161
		SP:Iteration 3F (89970.530000 sec): 3 clusters
  Score: Raw -240896.847218 + Penalty 2543.074850 = -238353.772368
  nChanged 144
		SP:Iteration 4F (89970.710000 sec): 3 clusters
  Score: Raw -241001.604003 + Penalty 2543.074850 = -238458.529154
  nChanged 115
		SP:Iteration 5Q (89970.880000 sec): 3 clusters
  Score: Raw -241081.363547 + Penalty 2543.074850 = -238538.288697
  nChanged 92
		SP:Iteration 6Q (89971.060000 sec): 3 clusters
  Score: Raw -241142.229105 + Penalty 2543.074850 = -238599.154255
  nChanged 76
		SP:Iteration 7Q (89971.230000 sec): 3 clusters
  Score: Raw -241186.922650 + Penalty 2543.074850 = -238643.847800
  nChanged 53
		SP:Iteration 8Q (89971.410000 sec): 3 clusters
  Score: Raw -241215.149603 + Penalty 2543.074850 = -238672.074753
  nChanged 42
		SP:Iteration 9Q (89971.630000 sec): 3 clusters
  Score: Raw -241237.939566 + Penalty 2543.074850 = -238694.864716
  nChanged 43
		SP:Iteration 10Q (89971.790000 sec): 3 clusters
  Score: Raw -241261.438662 + Penalty 2543.074850 = -238718.363813
  nChanged 29
		SP:Iteration 11Q (89971.910000 sec): 3 clusters
  Score: Raw -241275.405098 + Penalty 2543.074850 = -238732.330248
  nChanged 26
		SP:Iteration 12Q (89972.080000 sec): 3 clusters
  Score: Raw -241286.299369 + Penalty 2543.074850 = -238743.224520
  nChanged 22
		SP:Iteration 13Q (89972.260000 sec): 3 clusters
  Score: Raw -241295.294887 + Penalty 2543.074850 = -238752.220038
  nChanged 16
		SP:Iteration 14Q (89972.430000 sec): 3 clusters
  Score: Raw -241302.101773 + Penalty 2543.074850 = -238759.026923
  nChanged 12
		SP:Iteration 15Q (89972.610000 sec): 3 clusters
  Score: Raw -241310.127010 + Penalty 2543.074850 = -238767.052161
  nChanged 10
		SP:Iteration 16Q (89972.780000 sec): 3 clusters
  Score: Raw -241314.610854 + Penalty 2543.074850 = -238771.536004
  nChanged 11
		SP:Iteration 17Q (89972.960000 sec): 3 clusters
  Score: Raw -241318.958782 + Penalty 2543.074850 = -238775.883932
  nChanged 7
		SP:Iteration 18Q (89973.130000 sec): 3 clusters
  Score: Raw -241321.841588 + Penalty 2543.074850 = -238778.766738
  nChanged 5
		SP:Iteration 19Q (89973.310000 sec): 3 clusters
  Score: Raw -241324.105458 + Penalty 2543.074850 = -238781.030608
  nChanged 4
		SP:Iteration 20F (89973.490000 sec): 3 clusters
  Score: Raw -241325.361409 + Penalty 2543.074850 = -238782.286559
  nChanged 4
		SP:Iteration 21Q (89973.660000 sec): 3 clusters
  Score: Raw -241327.078639 + Penalty 2543.074850 = -238784.003789
  nChanged 4
		SP:Iteration 22Q (89973.840000 sec): 3 clusters
  Score: Raw -241328.994987 + Penalty 2543.074850 = -238785.920137
  nChanged 5
		SP:Iteration 23Q (89973.890000 sec): 3 clusters
  Score: Raw -241330.574407 + Penalty 2543.074850 = -238787.499558
  nChanged 6
		SP:Iteration 24Q (89973.940000 sec): 3 clusters
  Score: Raw -241333.194282 + Penalty 2543.074850 = -238790.119433
  nChanged 5
		SP:Iteration 25Q (89973.990000 sec): 3 clusters
  Score: Raw -241334.980917 + Penalty 2543.074850 = -238791.906068
  nChanged 7
		SP:Iteration 26Q (89974.040000 sec): 3 clusters
  Score: Raw -241336.937201 + Penalty 2543.074850 = -238793.862351
  nChanged 1
		SP:Iteration 27Q (89974.090000 sec): 3 clusters
  Score: Raw -241337.235256 + Penalty 2543.074850 = -238794.160406
  nChanged 1
		SP:Iteration 28Q (89974.140000 sec): 3 clusters
  Score: Raw -241337.372255 + Penalty 2543.074850 = -238794.297405
  nChanged 0
		SP:Iteration 29F (89974.190000 sec): 3 clusters
  Score: Raw -241337.372255 + Penalty 2543.074850 = -238794.297405
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (5041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89974.310000 sec): 2 clusters
  Score: Raw -357401.064913 + Penalty 1385.370960 = -356015.693953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89974.560000 sec): 3 clusters
  Score: Raw -354821.258660 + Penalty 2770.741920 = -352050.516740
  nChanged 2029
		SP:Iteration 1F (89974.740000 sec): 3 clusters
  Score: Raw -356245.656698 + Penalty 2770.741920 = -353474.914778
  nChanged 507
		SP:Iteration 2F (89974.880000 sec): 3 clusters
  Score: Raw -356752.648492 + Penalty 2770.741920 = -353981.906572
  nChanged 417
		SP:Iteration 3F (89974.990000 sec): 3 clusters
  Score: Raw -357119.001971 + Penalty 2770.741920 = -354348.260051
  nChanged 312
		SP:Iteration 4F (89975.090000 sec): 3 clusters
  Score: Raw -357360.430737 + Penalty 2770.741920 = -354589.688817
  nChanged 227
		SP:Iteration 5Q (89975.270000 sec): 3 clusters
  Score: Raw -357484.943101 + Penalty 2770.741920 = -354714.201181
  nChanged 147
		SP:Iteration 6Q (89975.430000 sec): 3 clusters
  Score: Raw -357542.061303 + Penalty 2770.741920 = -354771.319383
  nChanged 92
		SP:Iteration 7Q (89975.520000 sec): 3 clusters
  Score: Raw -357585.320024 + Penalty 2770.741920 = -354814.578104
  nChanged 87
		SP:Iteration 8Q (89975.610000 sec): 3 clusters
  Score: Raw -357619.251813 + Penalty 2770.741920 = -354848.509892
  nChanged 73
		SP:Iteration 9Q (89975.710000 sec): 3 clusters
  Score: Raw -357652.754818 + Penalty 2770.741920 = -354882.012897
  nChanged 69
		SP:Iteration 10Q (89975.800000 sec): 3 clusters
  Score: Raw -357680.969808 + Penalty 2770.741920 = -354910.227888
  nChanged 58
		SP:Iteration 11Q (89975.890000 sec): 3 clusters
  Score: Raw -357703.996120 + Penalty 2770.741920 = -354933.254200
  nChanged 59
		SP:Iteration 12Q (89975.990000 sec): 3 clusters
  Score: Raw -357726.079902 + Penalty 2770.741920 = -354955.337982
  nChanged 46
		SP:Iteration 13Q (89976.080000 sec): 3 clusters
  Score: Raw -357741.038338 + Penalty 2770.741920 = -354970.296418
  nChanged 39
		SP:Iteration 14Q (89976.170000 sec): 3 clusters
  Score: Raw -357750.786219 + Penalty 2770.741920 = -354980.044299
  nChanged 27
		SP:Iteration 15Q (89976.270000 sec): 3 clusters
  Score: Raw -357759.253534 + Penalty 2770.741920 = -354988.511614
  nChanged 31
		SP:Iteration 16Q (89976.360000 sec): 3 clusters
  Score: Raw -357767.398812 + Penalty 2770.741920 = -354996.656892
  nChanged 31
		SP:Iteration 17Q (89976.450000 sec): 3 clusters
  Score: Raw -357775.438807 + Penalty 2770.741920 = -355004.696887
  nChanged 28
		SP:Iteration 18Q (89976.550000 sec): 3 clusters
  Score: Raw -357782.010014 + Penalty 2770.741920 = -355011.268094
  nChanged 21
		SP:Iteration 19Q (89976.640000 sec): 3 clusters
  Score: Raw -357787.363628 + Penalty 2770.741920 = -355016.621708
  nChanged 32
		SP:Iteration 20F (89976.730000 sec): 3 clusters
  Score: Raw -357795.216666 + Penalty 2770.741920 = -355024.474746
  nChanged 27
		SP:Iteration 21Q (89976.830000 sec): 3 clusters
  Score: Raw -357804.789882 + Penalty 2770.741920 = -355034.047962
  nChanged 33
		SP:Iteration 22Q (89976.920000 sec): 3 clusters
  Score: Raw -357817.481805 + Penalty 2770.741920 = -355046.739885
  nChanged 36
		SP:Iteration 23Q (89977.010000 sec): 3 clusters
  Score: Raw -357827.204711 + Penalty 2770.741920 = -355056.462791
  nChanged 31
		SP:Iteration 24Q (89977.110000 sec): 3 clusters
  Score: Raw -357837.102162 + Penalty 2770.741920 = -355066.360242
  nChanged 34
		SP:Iteration 25Q (89977.200000 sec): 3 clusters
  Score: Raw -357847.191965 + Penalty 2770.741920 = -355076.450045
  nChanged 27
		SP:Iteration 26Q (89977.290000 sec): 3 clusters
  Score: Raw -357853.667884 + Penalty 2770.741920 = -355082.925964
  nChanged 21
		SP:Iteration 27Q (89977.390000 sec): 3 clusters
  Score: Raw -357858.578515 + Penalty 2770.741920 = -355087.836595
  nChanged 15
		SP:Iteration 28Q (89977.480000 sec): 3 clusters
  Score: Raw -357862.767539 + Penalty 2770.741920 = -355092.025619
  nChanged 21
		SP:Iteration 29Q (89977.570000 sec): 3 clusters
  Score: Raw -357869.079145 + Penalty 2770.741920 = -355098.337225
  nChanged 23
		SP:Iteration 30Q (89977.670000 sec): 3 clusters
  Score: Raw -357875.642188 + Penalty 2770.741920 = -355104.900268
  nChanged 16
		SP:Iteration 31Q (89977.760000 sec): 3 clusters
  Score: Raw -357879.930149 + Penalty 2770.741920 = -355109.188229
  nChanged 16
		SP:Iteration 32Q (89977.850000 sec): 3 clusters
  Score: Raw -357883.526340 + Penalty 2770.741920 = -355112.784420
  nChanged 11
		SP:Iteration 33Q (89977.940000 sec): 3 clusters
  Score: Raw -357885.445066 + Penalty 2770.741920 = -355114.703146
  nChanged 8
		SP:Iteration 34Q (89978.040000 sec): 3 clusters
  Score: Raw -357886.694086 + Penalty 2770.741920 = -355115.952166
  nChanged 2
		SP:Iteration 35Q (89978.130000 sec): 3 clusters
  Score: Raw -357886.940944 + Penalty 2770.741920 = -355116.199024
  nChanged 3
		SP:Iteration 36Q (89978.220000 sec): 3 clusters
  Score: Raw -357887.485992 + Penalty 2770.741920 = -355116.744072
  nChanged 2
		SP:Iteration 37Q (89978.310000 sec): 3 clusters
  Score: Raw -357887.704513 + Penalty 2770.741920 = -355116.962593
  nChanged 0
		SP:Iteration 38F (89978.410000 sec): 3 clusters
  Score: Raw -357887.704513 + Penalty 2770.741920 = -355116.962593
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (6824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89978.550000 sec): 2 clusters
  Score: Raw -522887.247108 + Penalty 1434.582677 = -521452.664431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89978.750000 sec): 3 clusters
  Score: Raw -519206.408567 + Penalty 2869.165354 = -516337.243213
  nChanged 2843
		SP:Iteration 1F (89978.950000 sec): 3 clusters
  Score: Raw -520870.144083 + Penalty 2869.165354 = -518000.978729
  nChanged 521
		SP:Iteration 2F (89979.160000 sec): 3 clusters
  Score: Raw -521194.112277 + Penalty 2869.165354 = -518324.946923
  nChanged 436
		SP:Iteration 3F (89979.370000 sec): 3 clusters
  Score: Raw -521472.639087 + Penalty 2869.165354 = -518603.473733
  nChanged 360
		SP:Iteration 4F (89979.570000 sec): 3 clusters
  Score: Raw -521704.874538 + Penalty 2869.165354 = -518835.709184
  nChanged 346
		SP:Iteration 5F (89979.780000 sec): 3 clusters
  Score: Raw -521925.544793 + Penalty 2869.165354 = -519056.379439
  nChanged 305
		SP:Iteration 6Q (89979.990000 sec): 3 clusters
  Score: Raw -522097.163743 + Penalty 2869.165354 = -519227.998389
  nChanged 260
		SP:Iteration 7Q (89980.180000 sec): 3 clusters
  Score: Raw -522245.153723 + Penalty 2869.165354 = -519375.988369
  nChanged 228
		SP:Iteration 8Q (89980.390000 sec): 3 clusters
  Score: Raw -522365.458425 + Penalty 2869.165354 = -519496.293071
  nChanged 168
		SP:Iteration 9Q (89980.590000 sec): 3 clusters
  Score: Raw -522449.035078 + Penalty 2869.165354 = -519579.869724
  nChanged 146
		SP:Iteration 10Q (89980.790000 sec): 3 clusters
  Score: Raw -522515.303958 + Penalty 2869.165354 = -519646.138604
  nChanged 124
		SP:Iteration 11Q (89981.000000 sec): 3 clusters
  Score: Raw -522572.434379 + Penalty 2869.165354 = -519703.269025
  nChanged 114
		SP:Iteration 12Q (89981.200000 sec): 3 clusters
  Score: Raw -522621.429574 + Penalty 2869.165354 = -519752.264221
  nChanged 100
		SP:Iteration 13Q (89981.400000 sec): 3 clusters
  Score: Raw -522660.788378 + Penalty 2869.165354 = -519791.623024
  nChanged 72
		SP:Iteration 14Q (89981.610000 sec): 3 clusters
  Score: Raw -522685.831759 + Penalty 2869.165354 = -519816.666405
  nChanged 64
		SP:Iteration 15Q (89981.810000 sec): 3 clusters
  Score: Raw -522707.321880 + Penalty 2869.165354 = -519838.156526
  nChanged 72
		SP:Iteration 16Q (89982.010000 sec): 3 clusters
  Score: Raw -522728.024435 + Penalty 2869.165354 = -519858.859081
  nChanged 58
		SP:Iteration 17Q (89982.210000 sec): 3 clusters
  Score: Raw -522745.317315 + Penalty 2869.165354 = -519876.151961
  nChanged 55
		SP:Iteration 18Q (89982.420000 sec): 3 clusters
  Score: Raw -522762.053398 + Penalty 2869.165354 = -519892.888044
  nChanged 47
		SP:Iteration 19Q (89982.630000 sec): 3 clusters
  Score: Raw -522777.775754 + Penalty 2869.165354 = -519908.610400
  nChanged 42
		SP:Iteration 20F (89982.830000 sec): 3 clusters
  Score: Raw -522790.232143 + Penalty 2869.165354 = -519921.066789
  nChanged 39
		SP:Iteration 21Q (89983.030000 sec): 3 clusters
  Score: Raw -522800.475492 + Penalty 2869.165354 = -519931.310138
  nChanged 41
		SP:Iteration 22Q (89983.240000 sec): 3 clusters
  Score: Raw -522811.673712 + Penalty 2869.165354 = -519942.508358
  nChanged 38
		SP:Iteration 23Q (89983.430000 sec): 3 clusters
  Score: Raw -522823.094862 + Penalty 2869.165354 = -519953.929508
  nChanged 46
		SP:Iteration 24Q (89983.630000 sec): 3 clusters
  Score: Raw -522837.224835 + Penalty 2869.165354 = -519968.059481
  nChanged 35
		SP:Iteration 25Q (89983.840000 sec): 3 clusters
  Score: Raw -522850.125603 + Penalty 2869.165354 = -519980.960249
  nChanged 48
		SP:Iteration 26Q (89984.050000 sec): 3 clusters
  Score: Raw -522866.783186 + Penalty 2869.165354 = -519997.617832
  nChanged 47
		SP:Iteration 27Q (89984.260000 sec): 3 clusters
  Score: Raw -522880.337559 + Penalty 2869.165354 = -520011.172205
  nChanged 48
		SP:Iteration 28Q (89984.460000 sec): 3 clusters
  Score: Raw -522895.817320 + Penalty 2869.165354 = -520026.651966
  nChanged 46
		SP:Iteration 29Q (89984.660000 sec): 3 clusters
  Score: Raw -522910.313080 + Penalty 2869.165354 = -520041.147726
  nChanged 41
		SP:Iteration 30Q (89984.870000 sec): 3 clusters
  Score: Raw -522926.824454 + Penalty 2869.165354 = -520057.659100
  nChanged 50
		SP:Iteration 31Q (89985.070000 sec): 3 clusters
  Score: Raw -522947.967589 + Penalty 2869.165354 = -520078.802235
  nChanged 66
		SP:Iteration 32Q (89985.280000 sec): 3 clusters
  Score: Raw -522979.511954 + Penalty 2869.165354 = -520110.346600
  nChanged 78
		SP:Iteration 33Q (89985.480000 sec): 3 clusters
  Score: Raw -523017.810824 + Penalty 2869.165354 = -520148.645470
  nChanged 79
		SP:Iteration 34Q (89985.690000 sec): 3 clusters
  Score: Raw -523058.025893 + Penalty 2869.165354 = -520188.860539
  nChanged 69
		SP:Iteration 35Q (89985.890000 sec): 3 clusters
  Score: Raw -523089.172172 + Penalty 2869.165354 = -520220.006818
  nChanged 74
		SP:Iteration 36Q (89986.100000 sec): 3 clusters
  Score: Raw -523119.726152 + Penalty 2869.165354 = -520250.560798
  nChanged 72
		SP:Iteration 37Q (89986.300000 sec): 3 clusters
  Score: Raw -523153.282869 + Penalty 2869.165354 = -520284.117515
  nChanged 82
		SP:Iteration 38Q (89986.500000 sec): 3 clusters
  Score: Raw -523204.406916 + Penalty 2869.165354 = -520335.241562
  nChanged 88
		SP:Iteration 39Q (89986.710000 sec): 3 clusters
  Score: Raw -523258.343231 + Penalty 2869.165354 = -520389.177877
  nChanged 90
		SP:Iteration 40F (89986.910000 sec): 3 clusters
  Score: Raw -523317.714357 + Penalty 2869.165354 = -520448.549003
  nChanged 94
		SP:Iteration 41Q (89987.120000 sec): 3 clusters
  Score: Raw -523383.583367 + Penalty 2869.165354 = -520514.418013
  nChanged 102
		SP:Iteration 42Q (89987.280000 sec): 3 clusters
  Score: Raw -523450.557792 + Penalty 2869.165354 = -520581.392438
  nChanged 88
		SP:Iteration 43Q (89987.480000 sec): 3 clusters
  Score: Raw -523510.186635 + Penalty 2869.165354 = -520641.021281
  nChanged 78
		SP:Iteration 44Q (89987.690000 sec): 3 clusters
  Score: Raw -523562.113898 + Penalty 2869.165354 = -520692.948544
  nChanged 63
		SP:Iteration 45Q (89987.890000 sec): 3 clusters
  Score: Raw -523617.264802 + Penalty 2869.165354 = -520748.099448
  nChanged 71
		SP:Iteration 46Q (89988.070000 sec): 3 clusters
  Score: Raw -523671.039675 + Penalty 2869.165354 = -520801.874321
  nChanged 60
		SP:Iteration 47Q (89988.180000 sec): 3 clusters
  Score: Raw -523716.642323 + Penalty 2869.165354 = -520847.476969
  nChanged 65
		SP:Iteration 48Q (89988.380000 sec): 3 clusters
  Score: Raw -523765.106128 + Penalty 2869.165354 = -520895.940774
  nChanged 54
		SP:Iteration 49Q (89988.560000 sec): 3 clusters
  Score: Raw -523798.886546 + Penalty 2869.165354 = -520929.721192
  nChanged 48
		SP:Iteration 50Q (89988.740000 sec): 3 clusters
  Score: Raw -523834.347948 + Penalty 2869.165354 = -520965.182594
  nChanged 39
		SP:Iteration 51Q (89988.950000 sec): 3 clusters
  Score: Raw -523863.006779 + Penalty 2869.165354 = -520993.841425
  nChanged 46
		SP:Iteration 52Q (89989.150000 sec): 3 clusters
  Score: Raw -523895.525361 + Penalty 2869.165354 = -521026.360007
  nChanged 31
		SP:Iteration 53Q (89989.400000 sec): 3 clusters
  Score: Raw -523915.216777 + Penalty 2869.165354 = -521046.051423
  nChanged 28
		SP:Iteration 54Q (89989.580000 sec): 3 clusters
  Score: Raw -523939.354152 + Penalty 2869.165354 = -521070.188798
  nChanged 28
		SP:Iteration 55Q (89989.790000 sec): 3 clusters
  Score: Raw -523964.071636 + Penalty 2869.165354 = -521094.906282
  nChanged 36
		SP:Iteration 56Q (89989.990000 sec): 3 clusters
  Score: Raw -523990.244495 + Penalty 2869.165354 = -521121.079141
  nChanged 26
		SP:Iteration 57Q (89990.200000 sec): 3 clusters
  Score: Raw -524004.320688 + Penalty 2869.165354 = -521135.155334
  nChanged 18
		SP:Iteration 58Q (89990.400000 sec): 3 clusters
  Score: Raw -524012.530901 + Penalty 2869.165354 = -521143.365547
  nChanged 13
		SP:Iteration 59Q (89990.600000 sec): 3 clusters
  Score: Raw -524017.302944 + Penalty 2869.165354 = -521148.137590
  nChanged 7
		SP:Iteration 60F (89990.810000 sec): 3 clusters
  Score: Raw -524025.323654 + Penalty 2869.165354 = -521156.158300
  nChanged 11
		SP:Iteration 61Q (89991.010000 sec): 3 clusters
  Score: Raw -524032.735549 + Penalty 2869.165354 = -521163.570195
  nChanged 16
		SP:Iteration 62Q (89991.220000 sec): 3 clusters
  Score: Raw -524041.098635 + Penalty 2869.165354 = -521171.933281
  nChanged 17
		SP:Iteration 63Q (89991.420000 sec): 3 clusters
  Score: Raw -524046.881940 + Penalty 2869.165354 = -521177.716586
  nChanged 7
		SP:Iteration 64Q (89991.630000 sec): 3 clusters
  Score: Raw -524048.973551 + Penalty 2869.165354 = -521179.808197
  nChanged 4
		SP:Iteration 65Q (89991.830000 sec): 3 clusters
  Score: Raw -524050.613445 + Penalty 2869.165354 = -521181.448091
  nChanged 2
		SP:Iteration 66Q (89992.060000 sec): 3 clusters
  Score: Raw -524050.915711 + Penalty 2869.165354 = -521181.750357
  nChanged 0
		SP:Iteration 67F (89992.180000 sec): 3 clusters
  Score: Raw -524050.915711 + Penalty 2869.165354 = -521181.750357
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (7688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89992.290000 sec): 2 clusters
  Score: Raw -664682.360787 + Penalty 1453.955092 = -663228.405695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89992.500000 sec): 3 clusters
  Score: Raw -660515.199145 + Penalty 2907.910184 = -657607.288961
  nChanged 3243
		SP:Iteration 1F (89992.700000 sec): 3 clusters
  Score: Raw -662633.722988 + Penalty 2907.910184 = -659725.812804
  nChanged 681
		SP:Iteration 2F (89992.900000 sec): 3 clusters
  Score: Raw -663225.121940 + Penalty 2907.910184 = -660317.211756
  nChanged 591
		SP:Iteration 3F (89993.100000 sec): 3 clusters
  Score: Raw -663725.214000 + Penalty 2907.910184 = -660817.303816
  nChanged 519
		SP:Iteration 4F (89993.290000 sec): 3 clusters
  Score: Raw -664208.532428 + Penalty 2907.910184 = -661300.622244
  nChanged 505
		SP:Iteration 5F (89993.490000 sec): 3 clusters
  Score: Raw -664639.003883 + Penalty 2907.910184 = -661731.093699
  nChanged 432
		SP:Iteration 6F (89993.690000 sec): 3 clusters
  Score: Raw -664942.371624 + Penalty 2907.910184 = -662034.461440
  nChanged 308
		SP:Iteration 7Q (89993.890000 sec): 3 clusters
  Score: Raw -665142.924977 + Penalty 2907.910184 = -662235.014793
  nChanged 248
		SP:Iteration 8Q (89994.080000 sec): 3 clusters
  Score: Raw -665283.696459 + Penalty 2907.910184 = -662375.786275
  nChanged 222
		SP:Iteration 9Q (89994.280000 sec): 3 clusters
  Score: Raw -665394.255830 + Penalty 2907.910184 = -662486.345646
  nChanged 163
		SP:Iteration 10Q (89994.470000 sec): 3 clusters
  Score: Raw -665471.677088 + Penalty 2907.910184 = -662563.766904
  nChanged 145
		SP:Iteration 11Q (89994.680000 sec): 3 clusters
  Score: Raw -665546.078614 + Penalty 2907.910184 = -662638.168430
  nChanged 124
		SP:Iteration 12Q (89994.800000 sec): 3 clusters
  Score: Raw -665602.107705 + Penalty 2907.910184 = -662694.197521
  nChanged 114
		SP:Iteration 13Q (89995.000000 sec): 3 clusters
  Score: Raw -665650.993848 + Penalty 2907.910184 = -662743.083664
  nChanged 107
		SP:Iteration 14Q (89995.210000 sec): 3 clusters
  Score: Raw -665706.129728 + Penalty 2907.910184 = -662798.219544
  nChanged 78
		SP:Iteration 15Q (89995.400000 sec): 3 clusters
  Score: Raw -665742.780998 + Penalty 2907.910184 = -662834.870814
  nChanged 74
		SP:Iteration 16Q (89995.600000 sec): 3 clusters
  Score: Raw -665775.163094 + Penalty 2907.910184 = -662867.252910
  nChanged 56
		SP:Iteration 17Q (89995.790000 sec): 3 clusters
  Score: Raw -665796.620845 + Penalty 2907.910184 = -662888.710661
  nChanged 45
		SP:Iteration 18Q (89995.910000 sec): 3 clusters
  Score: Raw -665815.300778 + Penalty 2907.910184 = -662907.390594
  nChanged 36
		SP:Iteration 19Q (89996.030000 sec): 3 clusters
  Score: Raw -665828.041598 + Penalty 2907.910184 = -662920.131414
  nChanged 31
		SP:Iteration 20F (89996.160000 sec): 3 clusters
  Score: Raw -665837.917652 + Penalty 2907.910184 = -662930.007468
  nChanged 22
		SP:Iteration 21Q (89996.280000 sec): 3 clusters
  Score: Raw -665841.808156 + Penalty 2907.910184 = -662933.897972
  nChanged 12
		SP:Iteration 22Q (89996.400000 sec): 3 clusters
  Score: Raw -665843.810057 + Penalty 2907.910184 = -662935.899873
  nChanged 8
		SP:Iteration 23Q (89996.590000 sec): 3 clusters
  Score: Raw -665845.466765 + Penalty 2907.910184 = -662937.556581
  nChanged 10
		SP:Iteration 24Q (89996.710000 sec): 3 clusters
  Score: Raw -665847.233362 + Penalty 2907.910184 = -662939.323178
  nChanged 4
		SP:Iteration 25Q (89996.900000 sec): 3 clusters
  Score: Raw -665847.607260 + Penalty 2907.910184 = -662939.697076
  nChanged 3
		SP:Iteration 26Q (89997.100000 sec): 3 clusters
  Score: Raw -665848.065811 + Penalty 2907.910184 = -662940.155627
  nChanged 5
		SP:Iteration 27Q (89997.300000 sec): 3 clusters
  Score: Raw -665848.947373 + Penalty 2907.910184 = -662941.037189
  nChanged 5
		SP:Iteration 28Q (89997.500000 sec): 3 clusters
  Score: Raw -665850.085075 + Penalty 2907.910184 = -662942.174891
  nChanged 4
		SP:Iteration 29Q (89997.640000 sec): 3 clusters
  Score: Raw -665851.306902 + Penalty 2907.910184 = -662943.396718
  nChanged 8
		SP:Iteration 30Q (89997.760000 sec): 3 clusters
  Score: Raw -665853.058667 + Penalty 2907.910184 = -662945.148483
  nChanged 7
		SP:Iteration 31Q (89997.970000 sec): 3 clusters
  Score: Raw -665854.069967 + Penalty 2907.910184 = -662946.159783
  nChanged 2
		SP:Iteration 32Q (89998.100000 sec): 3 clusters
  Score: Raw -665854.430639 + Penalty 2907.910184 = -662946.520455
  nChanged 1
		SP:Iteration 33Q (89998.240000 sec): 3 clusters
  Score: Raw -665854.476205 + Penalty 2907.910184 = -662946.566021
  nChanged 0
		SP:Iteration 34F (89998.440000 sec): 3 clusters
  Score: Raw -665854.476205 + Penalty 2907.910184 = -662946.566021
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (4915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89998.560000 sec): 2 clusters
  Score: Raw -416438.589046 + Penalty 1381.257643 = -415057.331403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89998.810000 sec): 3 clusters
  Score: Raw -413928.364613 + Penalty 2762.515286 = -411165.849328
  nChanged 1982
		SP:Iteration 1F (89998.990000 sec): 3 clusters
  Score: Raw -415089.915620 + Penalty 2762.515286 = -412327.400334
  nChanged 397
		SP:Iteration 2F (89999.170000 sec): 3 clusters
  Score: Raw -415380.284648 + Penalty 2762.515286 = -412617.769363
  nChanged 322
		SP:Iteration 3F (89999.320000 sec): 3 clusters
  Score: Raw -415629.463711 + Penalty 2762.515286 = -412866.948426
  nChanged 274
		SP:Iteration 4F (89999.490000 sec): 3 clusters
  Score: Raw -415823.899056 + Penalty 2762.515286 = -413061.383771
  nChanged 236
		SP:Iteration 5Q (89999.670000 sec): 3 clusters
  Score: Raw -416007.302968 + Penalty 2762.515286 = -413244.787683
  nChanged 241
		SP:Iteration 6Q (89999.840000 sec): 3 clusters
  Score: Raw -416198.713350 + Penalty 2762.515286 = -413436.198064
  nChanged 237
		SP:Iteration 7Q (90000.020000 sec): 3 clusters
  Score: Raw -416411.607684 + Penalty 2762.515286 = -413649.092398
  nChanged 190
		SP:Iteration 8Q (90000.190000 sec): 3 clusters
  Score: Raw -416572.449416 + Penalty 2762.515286 = -413809.934130
  nChanged 175
		SP:Iteration 9Q (90000.370000 sec): 3 clusters
  Score: Raw -416705.176566 + Penalty 2762.515286 = -413942.661281
  nChanged 152
		SP:Iteration 10Q (90000.540000 sec): 3 clusters
  Score: Raw -416821.449832 + Penalty 2762.515286 = -414058.934547
  nChanged 146
		SP:Iteration 11Q (90000.720000 sec): 3 clusters
  Score: Raw -416915.542515 + Penalty 2762.515286 = -414153.027229
  nChanged 117
		SP:Iteration 12Q (90000.900000 sec): 3 clusters
  Score: Raw -416985.138856 + Penalty 2762.515286 = -414222.623570
  nChanged 92
		SP:Iteration 13Q (90001.070000 sec): 3 clusters
  Score: Raw -417044.922718 + Penalty 2762.515286 = -414282.407433
  nChanged 76
		SP:Iteration 14Q (90001.240000 sec): 3 clusters
  Score: Raw -417082.781692 + Penalty 2762.515286 = -414320.266407
  nChanged 79
		SP:Iteration 15Q (90001.420000 sec): 3 clusters
  Score: Raw -417122.865058 + Penalty 2762.515286 = -414360.349772
  nChanged 69
		SP:Iteration 16Q (90001.600000 sec): 3 clusters
  Score: Raw -417157.717463 + Penalty 2762.515286 = -414395.202177
  nChanged 57
		SP:Iteration 17Q (90001.770000 sec): 3 clusters
  Score: Raw -417179.970366 + Penalty 2762.515286 = -414417.455080
  nChanged 56
		SP:Iteration 18Q (90001.950000 sec): 3 clusters
  Score: Raw -417201.830375 + Penalty 2762.515286 = -414439.315089
  nChanged 44
		SP:Iteration 19Q (90002.120000 sec): 3 clusters
  Score: Raw -417219.020971 + Penalty 2762.515286 = -414456.505686
  nChanged 32
		SP:Iteration 20F (90002.300000 sec): 3 clusters
  Score: Raw -417228.511016 + Penalty 2762.515286 = -414465.995730
  nChanged 22
		SP:Iteration 21Q (90002.470000 sec): 3 clusters
  Score: Raw -417232.687490 + Penalty 2762.515286 = -414470.172204
  nChanged 13
		SP:Iteration 22Q (90002.650000 sec): 3 clusters
  Score: Raw -417235.874580 + Penalty 2762.515286 = -414473.359295
  nChanged 15
		SP:Iteration 23Q (90002.820000 sec): 3 clusters
  Score: Raw -417239.263434 + Penalty 2762.515286 = -414476.748149
  nChanged 9
		SP:Iteration 24Q (90003.000000 sec): 3 clusters
  Score: Raw -417241.752737 + Penalty 2762.515286 = -414479.237452
  nChanged 13
		SP:Iteration 25Q (90003.180000 sec): 3 clusters
  Score: Raw -417245.251878 + Penalty 2762.515286 = -414482.736593
  nChanged 14
		SP:Iteration 26Q (90003.350000 sec): 3 clusters
  Score: Raw -417249.291976 + Penalty 2762.515286 = -414486.776690
  nChanged 8
		SP:Iteration 27Q (90003.520000 sec): 3 clusters
  Score: Raw -417250.747656 + Penalty 2762.515286 = -414488.232370
  nChanged 11
		SP:Iteration 28Q (90003.700000 sec): 3 clusters
  Score: Raw -417252.838834 + Penalty 2762.515286 = -414490.323548
  nChanged 8
		SP:Iteration 29Q (90003.880000 sec): 3 clusters
  Score: Raw -417254.425773 + Penalty 2762.515286 = -414491.910487
  nChanged 9
		SP:Iteration 30Q (90004.050000 sec): 3 clusters
  Score: Raw -417256.511754 + Penalty 2762.515286 = -414493.996469
  nChanged 11
		SP:Iteration 31Q (90004.230000 sec): 3 clusters
  Score: Raw -417259.072122 + Penalty 2762.515286 = -414496.556836
  nChanged 10
		SP:Iteration 32Q (90004.400000 sec): 3 clusters
  Score: Raw -417260.909130 + Penalty 2762.515286 = -414498.393844
  nChanged 5
		SP:Iteration 33Q (90004.580000 sec): 3 clusters
  Score: Raw -417262.486764 + Penalty 2762.515286 = -414499.971479
  nChanged 3
		SP:Iteration 34Q (90004.750000 sec): 3 clusters
  Score: Raw -417262.972252 + Penalty 2762.515286 = -414500.456967
  nChanged 3
		SP:Iteration 35Q (90004.930000 sec): 3 clusters
  Score: Raw -417264.400995 + Penalty 2762.515286 = -414501.885709
  nChanged 5
		SP:Iteration 36Q (90005.100000 sec): 3 clusters
  Score: Raw -417265.845131 + Penalty 2762.515286 = -414503.329846
  nChanged 9
		SP:Iteration 37Q (90005.280000 sec): 3 clusters
  Score: Raw -417268.844714 + Penalty 2762.515286 = -414506.329429
  nChanged 6
		SP:Iteration 38Q (90005.450000 sec): 3 clusters
  Score: Raw -417270.370620 + Penalty 2762.515286 = -414507.855335
  nChanged 10
		SP:Iteration 39Q (90005.630000 sec): 3 clusters
  Score: Raw -417272.941231 + Penalty 2762.515286 = -414510.425945
  nChanged 13
		SP:Iteration 40F (90005.800000 sec): 3 clusters
  Score: Raw -417275.420219 + Penalty 2762.515286 = -414512.904934
  nChanged 10
		SP:Iteration 41Q (90005.980000 sec): 3 clusters
  Score: Raw -417277.232519 + Penalty 2762.515286 = -414514.717234
  nChanged 10
		SP:Iteration 42Q (90006.160000 sec): 3 clusters
  Score: Raw -417279.228319 + Penalty 2762.515286 = -414516.713034
  nChanged 8
		SP:Iteration 43Q (90006.330000 sec): 3 clusters
  Score: Raw -417281.841778 + Penalty 2762.515286 = -414519.326493
  nChanged 8
		SP:Iteration 44Q (90006.500000 sec): 3 clusters
  Score: Raw -417284.939332 + Penalty 2762.515286 = -414522.424047
  nChanged 12
		SP:Iteration 45Q (90006.680000 sec): 3 clusters
  Score: Raw -417287.385290 + Penalty 2762.515286 = -414524.870004
  nChanged 9
		SP:Iteration 46Q (90006.860000 sec): 3 clusters
  Score: Raw -417289.023109 + Penalty 2762.515286 = -414526.507823
  nChanged 4
		SP:Iteration 47Q (90007.030000 sec): 3 clusters
  Score: Raw -417289.552920 + Penalty 2762.515286 = -414527.037635
  nChanged 4
		SP:Iteration 48Q (90007.210000 sec): 3 clusters
  Score: Raw -417290.118342 + Penalty 2762.515286 = -414527.603057
  nChanged 5
		SP:Iteration 49Q (90007.380000 sec): 3 clusters
  Score: Raw -417291.528512 + Penalty 2762.515286 = -414529.013226
  nChanged 11
		SP:Iteration 50Q (90007.560000 sec): 3 clusters
  Score: Raw -417294.985938 + Penalty 2762.515286 = -414532.470652
  nChanged 8
		SP:Iteration 51Q (90007.730000 sec): 3 clusters
  Score: Raw -417297.999347 + Penalty 2762.515286 = -414535.484061
  nChanged 13
		SP:Iteration 52Q (90007.910000 sec): 3 clusters
  Score: Raw -417302.346251 + Penalty 2762.515286 = -414539.830965
  nChanged 15
		SP:Iteration 53Q (90008.080000 sec): 3 clusters
  Score: Raw -417306.951070 + Penalty 2762.515286 = -414544.435784
  nChanged 14
		SP:Iteration 54Q (90008.260000 sec): 3 clusters
  Score: Raw -417310.418778 + Penalty 2762.515286 = -414547.903493
  nChanged 16
		SP:Iteration 55Q (90008.440000 sec): 3 clusters
  Score: Raw -417318.040471 + Penalty 2762.515286 = -414555.525186
  nChanged 16
		SP:Iteration 56Q (90008.610000 sec): 3 clusters
  Score: Raw -417325.810167 + Penalty 2762.515286 = -414563.294881
  nChanged 19
		SP:Iteration 57Q (90008.790000 sec): 3 clusters
  Score: Raw -417332.536006 + Penalty 2762.515286 = -414570.020720
  nChanged 19
		SP:Iteration 58Q (90008.960000 sec): 3 clusters
  Score: Raw -417339.389170 + Penalty 2762.515286 = -414576.873885
  nChanged 20
		SP:Iteration 59Q (90009.140000 sec): 3 clusters
  Score: Raw -417348.394537 + Penalty 2762.515286 = -414585.879252
  nChanged 24
		SP:Iteration 60F (90009.310000 sec): 3 clusters
  Score: Raw -417356.099276 + Penalty 2762.515286 = -414593.583990
  nChanged 20
		SP:Iteration 61Q (90009.490000 sec): 3 clusters
  Score: Raw -417362.591198 + Penalty 2762.515286 = -414600.075912
  nChanged 15
		SP:Iteration 62Q (90009.660000 sec): 3 clusters
  Score: Raw -417368.982170 + Penalty 2762.515286 = -414606.466884
  nChanged 19
		SP:Iteration 63Q (90009.840000 sec): 3 clusters
  Score: Raw -417379.138212 + Penalty 2762.515286 = -414616.622926
  nChanged 23
		SP:Iteration 64Q (90010.010000 sec): 3 clusters
  Score: Raw -417387.550648 + Penalty 2762.515286 = -414625.035362
  nChanged 15
		SP:Iteration 65Q (90010.190000 sec): 3 clusters
  Score: Raw -417393.406930 + Penalty 2762.515286 = -414630.891645
  nChanged 14
		SP:Iteration 66Q (90010.360000 sec): 3 clusters
  Score: Raw -417400.237128 + Penalty 2762.515286 = -414637.721842
  nChanged 13
		SP:Iteration 67Q (90010.540000 sec): 3 clusters
  Score: Raw -417405.172364 + Penalty 2762.515286 = -414642.657078
  nChanged 11
		SP:Iteration 68Q (90010.720000 sec): 3 clusters
  Score: Raw -417410.020759 + Penalty 2762.515286 = -414647.505474
  nChanged 10
		SP:Iteration 69Q (90010.890000 sec): 3 clusters
  Score: Raw -417413.896634 + Penalty 2762.515286 = -414651.381349
  nChanged 8
		SP:Iteration 70Q (90011.070000 sec): 3 clusters
  Score: Raw -417416.140241 + Penalty 2762.515286 = -414653.624956
  nChanged 7
		SP:Iteration 71Q (90011.240000 sec): 3 clusters
  Score: Raw -417417.688154 + Penalty 2762.515286 = -414655.172869
  nChanged 6
		SP:Iteration 72Q (90011.420000 sec): 3 clusters
  Score: Raw -417418.792966 + Penalty 2762.515286 = -414656.277680
  nChanged 3
		SP:Iteration 73Q (90011.590000 sec): 3 clusters
  Score: Raw -417419.635210 + Penalty 2762.515286 = -414657.119924
  nChanged 4
		SP:Iteration 74Q (90011.770000 sec): 3 clusters
  Score: Raw -417420.249593 + Penalty 2762.515286 = -414657.734308
  nChanged 3
		SP:Iteration 75Q (90011.870000 sec): 3 clusters
  Score: Raw -417420.686409 + Penalty 2762.515286 = -414658.171123
  nChanged 5
		SP:Iteration 76Q (90011.960000 sec): 3 clusters
  Score: Raw -417421.588164 + Penalty 2762.515286 = -414659.072878
  nChanged 7
		SP:Iteration 77Q (90012.060000 sec): 3 clusters
  Score: Raw -417424.007670 + Penalty 2762.515286 = -414661.492385
  nChanged 7
		SP:Iteration 78Q (90012.150000 sec): 3 clusters
  Score: Raw -417425.836894 + Penalty 2762.515286 = -414663.321608
  nChanged 7
		SP:Iteration 79Q (90012.240000 sec): 3 clusters
  Score: Raw -417426.983353 + Penalty 2762.515286 = -414664.468068
  nChanged 4
		SP:Iteration 80F (90012.330000 sec): 3 clusters
  Score: Raw -417427.454463 + Penalty 2762.515286 = -414664.939178
  nChanged 1
		SP:Iteration 81Q (90012.420000 sec): 3 clusters
  Score: Raw -417428.015487 + Penalty 2762.515286 = -414665.500201
  nChanged 2
		SP:Iteration 82Q (90012.510000 sec): 3 clusters
  Score: Raw -417428.284175 + Penalty 2762.515286 = -414665.768889
  nChanged 3
		SP:Iteration 83Q (90012.600000 sec): 3 clusters
  Score: Raw -417429.028580 + Penalty 2762.515286 = -414666.513294
  nChanged 1
		SP:Iteration 84Q (90012.700000 sec): 3 clusters
  Score: Raw -417429.267497 + Penalty 2762.515286 = -414666.752211
  nChanged 0
		SP:Iteration 85F (90012.790000 sec): 3 clusters
  Score: Raw -417429.267497 + Penalty 2762.515286 = -414666.752211
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (14162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90012.960000 sec): 2 clusters
  Score: Raw -1216513.300746 + Penalty 1553.226610 = -1214960.074135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90013.240000 sec): 3 clusters
  Score: Raw -1208271.180880 + Penalty 3106.453220 = -1205164.727660
  nChanged 6183
		SP:Iteration 1F (90013.520000 sec): 3 clusters
  Score: Raw -1212309.739169 + Penalty 3106.453220 = -1209203.285949
  nChanged 1085
		SP:Iteration 2F (90013.790000 sec): 3 clusters
  Score: Raw -1213116.232018 + Penalty 3106.453220 = -1210009.778798
  nChanged 1068
		SP:Iteration 3F (90014.070000 sec): 3 clusters
  Score: Raw -1213847.467241 + Penalty 3106.453220 = -1210741.014021
  nChanged 960
		SP:Iteration 4F (90014.340000 sec): 3 clusters
  Score: Raw -1214459.127760 + Penalty 3106.453220 = -1211352.674540
  nChanged 775
		SP:Iteration 5F (90014.620000 sec): 3 clusters
  Score: Raw -1214893.015294 + Penalty 3106.453220 = -1211786.562074
  nChanged 614
		SP:Iteration 6Q (90014.890000 sec): 3 clusters
  Score: Raw -1215220.964892 + Penalty 3106.453220 = -1212114.511672
  nChanged 513
		SP:Iteration 7Q (90015.170000 sec): 3 clusters
  Score: Raw -1215452.870861 + Penalty 3106.453220 = -1212346.417641
  nChanged 437
		SP:Iteration 8Q (90015.440000 sec): 3 clusters
  Score: Raw -1215657.602183 + Penalty 3106.453220 = -1212551.148962
  nChanged 414
		SP:Iteration 9Q (90015.720000 sec): 3 clusters
  Score: Raw -1215876.734859 + Penalty 3106.453220 = -1212770.281639
  nChanged 378
		SP:Iteration 10Q (90016.000000 sec): 3 clusters
  Score: Raw -1216071.939304 + Penalty 3106.453220 = -1212965.486084
  nChanged 342
		SP:Iteration 11Q (90016.270000 sec): 3 clusters
  Score: Raw -1216211.666253 + Penalty 3106.453220 = -1213105.213033
  nChanged 254
		SP:Iteration 12Q (90016.550000 sec): 3 clusters
  Score: Raw -1216287.781754 + Penalty 3106.453220 = -1213181.328534
  nChanged 169
		SP:Iteration 13Q (90016.830000 sec): 3 clusters
  Score: Raw -1216337.521441 + Penalty 3106.453220 = -1213231.068221
  nChanged 165
		SP:Iteration 14Q (90017.100000 sec): 3 clusters
  Score: Raw -1216385.568949 + Penalty 3106.453220 = -1213279.115729
  nChanged 145
		SP:Iteration 15Q (90017.380000 sec): 3 clusters
  Score: Raw -1216418.449926 + Penalty 3106.453220 = -1213311.996706
  nChanged 125
		SP:Iteration 16Q (90017.650000 sec): 3 clusters
  Score: Raw -1216442.291952 + Penalty 3106.453220 = -1213335.838732
  nChanged 103
		SP:Iteration 17Q (90017.930000 sec): 3 clusters
  Score: Raw -1216463.061186 + Penalty 3106.453220 = -1213356.607966
  nChanged 97
		SP:Iteration 18Q (90018.200000 sec): 3 clusters
  Score: Raw -1216482.661258 + Penalty 3106.453220 = -1213376.208038
  nChanged 90
		SP:Iteration 19Q (90018.480000 sec): 3 clusters
  Score: Raw -1216502.104434 + Penalty 3106.453220 = -1213395.651214
  nChanged 86
		SP:Iteration 20F (90018.750000 sec): 3 clusters
  Score: Raw -1216518.807117 + Penalty 3106.453220 = -1213412.353897
  nChanged 78
		SP:Iteration 21Q (90019.030000 sec): 3 clusters
  Score: Raw -1216531.029999 + Penalty 3106.453220 = -1213424.576779
  nChanged 69
		SP:Iteration 22Q (90019.310000 sec): 3 clusters
  Score: Raw -1216540.775185 + Penalty 3106.453220 = -1213434.321965
  nChanged 54
		SP:Iteration 23Q (90019.590000 sec): 3 clusters
  Score: Raw -1216548.307790 + Penalty 3106.453220 = -1213441.854570
  nChanged 40
		SP:Iteration 24Q (90019.870000 sec): 3 clusters
  Score: Raw -1216553.366394 + Penalty 3106.453220 = -1213446.913174
  nChanged 35
		SP:Iteration 25Q (90020.150000 sec): 3 clusters
  Score: Raw -1216557.426214 + Penalty 3106.453220 = -1213450.972994
  nChanged 37
		SP:Iteration 26Q (90020.430000 sec): 3 clusters
  Score: Raw -1216561.942899 + Penalty 3106.453220 = -1213455.489679
  nChanged 34
		SP:Iteration 27Q (90020.710000 sec): 3 clusters
  Score: Raw -1216565.797640 + Penalty 3106.453220 = -1213459.344420
  nChanged 33
		SP:Iteration 28Q (90020.990000 sec): 3 clusters
  Score: Raw -1216569.773193 + Penalty 3106.453220 = -1213463.319973
  nChanged 34
		SP:Iteration 29Q (90021.260000 sec): 3 clusters
  Score: Raw -1216573.231106 + Penalty 3106.453220 = -1213466.777885
  nChanged 27
		SP:Iteration 30Q (90021.540000 sec): 3 clusters
  Score: Raw -1216576.635575 + Penalty 3106.453220 = -1213470.182355
  nChanged 36
		SP:Iteration 31Q (90021.820000 sec): 3 clusters
  Score: Raw -1216581.318787 + Penalty 3106.453220 = -1213474.865566
  nChanged 32
		SP:Iteration 32Q (90022.090000 sec): 3 clusters
  Score: Raw -1216586.407283 + Penalty 3106.453220 = -1213479.954063
  nChanged 45
		SP:Iteration 33Q (90022.360000 sec): 3 clusters
  Score: Raw -1216593.470217 + Penalty 3106.453220 = -1213487.016997
  nChanged 39
		SP:Iteration 34Q (90022.640000 sec): 3 clusters
  Score: Raw -1216598.882586 + Penalty 3106.453220 = -1213492.429366
  nChanged 44
		SP:Iteration 35Q (90022.900000 sec): 3 clusters
  Score: Raw -1216604.897337 + Penalty 3106.453220 = -1213498.444117
  nChanged 41
		SP:Iteration 36Q (90023.180000 sec): 3 clusters
  Score: Raw -1216610.168809 + Penalty 3106.453220 = -1213503.715589
  nChanged 37
		SP:Iteration 37Q (90023.460000 sec): 3 clusters
  Score: Raw -1216617.239318 + Penalty 3106.453220 = -1213510.786098
  nChanged 39
		SP:Iteration 38Q (90023.730000 sec): 3 clusters
  Score: Raw -1216623.529848 + Penalty 3106.453220 = -1213517.076628
  nChanged 43
		SP:Iteration 39Q (90023.990000 sec): 3 clusters
  Score: Raw -1216630.005855 + Penalty 3106.453220 = -1213523.552635
  nChanged 34
		SP:Iteration 40F (90024.250000 sec): 3 clusters
  Score: Raw -1216634.568961 + Penalty 3106.453220 = -1213528.115741
  nChanged 32
		SP:Iteration 41Q (90024.530000 sec): 3 clusters
  Score: Raw -1216639.395166 + Penalty 3106.453220 = -1213532.941946
  nChanged 44
		SP:Iteration 42Q (90024.800000 sec): 3 clusters
  Score: Raw -1216645.406392 + Penalty 3106.453220 = -1213538.953172
  nChanged 42
		SP:Iteration 43Q (90025.160000 sec): 3 clusters
  Score: Raw -1216650.673806 + Penalty 3106.453220 = -1213544.220586
  nChanged 32
		SP:Iteration 44Q (90025.440000 sec): 3 clusters
  Score: Raw -1216655.981102 + Penalty 3106.453220 = -1213549.527882
  nChanged 41
		SP:Iteration 45Q (90025.670000 sec): 3 clusters
  Score: Raw -1216662.495903 + Penalty 3106.453220 = -1213556.042683
  nChanged 44
		SP:Iteration 46Q (90025.940000 sec): 3 clusters
  Score: Raw -1216670.108993 + Penalty 3106.453220 = -1213563.655773
  nChanged 39
		SP:Iteration 47Q (90026.220000 sec): 3 clusters
  Score: Raw -1216674.236786 + Penalty 3106.453220 = -1213567.783566
  nChanged 33
		SP:Iteration 48Q (90026.490000 sec): 3 clusters
  Score: Raw -1216677.700425 + Penalty 3106.453220 = -1213571.247205
  nChanged 24
		SP:Iteration 49Q (90026.770000 sec): 3 clusters
  Score: Raw -1216680.113931 + Penalty 3106.453220 = -1213573.660711
  nChanged 23
		SP:Iteration 50Q (90027.040000 sec): 3 clusters
  Score: Raw -1216683.015559 + Penalty 3106.453220 = -1213576.562339
  nChanged 20
		SP:Iteration 51Q (90027.300000 sec): 3 clusters
  Score: Raw -1216685.947345 + Penalty 3106.453220 = -1213579.494124
  nChanged 24
		SP:Iteration 52Q (90027.500000 sec): 3 clusters
  Score: Raw -1216689.148103 + Penalty 3106.453220 = -1213582.694883
  nChanged 21
		SP:Iteration 53Q (90027.780000 sec): 3 clusters
  Score: Raw -1216691.625780 + Penalty 3106.453220 = -1213585.172560
  nChanged 23
		SP:Iteration 54Q (90028.060000 sec): 3 clusters
  Score: Raw -1216694.372943 + Penalty 3106.453220 = -1213587.919723
  nChanged 29
		SP:Iteration 55Q (90028.350000 sec): 3 clusters
  Score: Raw -1216698.374228 + Penalty 3106.453220 = -1213591.921008
  nChanged 30
		SP:Iteration 56Q (90028.570000 sec): 3 clusters
  Score: Raw -1216703.558165 + Penalty 3106.453220 = -1213597.104945
  nChanged 29
		SP:Iteration 57Q (90028.830000 sec): 3 clusters
  Score: Raw -1216707.948373 + Penalty 3106.453220 = -1213601.495153
  nChanged 30
		SP:Iteration 58Q (90029.100000 sec): 3 clusters
  Score: Raw -1216712.324734 + Penalty 3106.453220 = -1213605.871514
  nChanged 24
		SP:Iteration 59Q (90029.390000 sec): 3 clusters
  Score: Raw -1216715.032065 + Penalty 3106.453220 = -1213608.578845
  nChanged 17
		SP:Iteration 60F (90029.650000 sec): 3 clusters
  Score: Raw -1216717.526079 + Penalty 3106.453220 = -1213611.072859
  nChanged 18
		SP:Iteration 61Q (90029.940000 sec): 3 clusters
  Score: Raw -1216720.237423 + Penalty 3106.453220 = -1213613.784203
  nChanged 14
		SP:Iteration 62Q (90030.220000 sec): 3 clusters
  Score: Raw -1216722.098919 + Penalty 3106.453220 = -1213615.645699
  nChanged 15
		SP:Iteration 63Q (90030.490000 sec): 3 clusters
  Score: Raw -1216724.077632 + Penalty 3106.453220 = -1213617.624412
  nChanged 9
		SP:Iteration 64Q (90030.770000 sec): 3 clusters
  Score: Raw -1216724.725982 + Penalty 3106.453220 = -1213618.272762
  nChanged 7
		SP:Iteration 65Q (90031.050000 sec): 3 clusters
  Score: Raw -1216725.534496 + Penalty 3106.453220 = -1213619.081276
  nChanged 6
		SP:Iteration 66Q (90031.330000 sec): 3 clusters
  Score: Raw -1216726.635717 + Penalty 3106.453220 = -1213620.182497
  nChanged 13
		SP:Iteration 67Q (90031.600000 sec): 3 clusters
  Score: Raw -1216728.393485 + Penalty 3106.453220 = -1213621.940265
  nChanged 14
		SP:Iteration 68Q (90031.880000 sec): 3 clusters
  Score: Raw -1216729.820112 + Penalty 3106.453220 = -1213623.366891
  nChanged 15
		SP:Iteration 69Q (90032.150000 sec): 3 clusters
  Score: Raw -1216731.925254 + Penalty 3106.453220 = -1213625.472034
  nChanged 17
		SP:Iteration 70Q (90032.400000 sec): 3 clusters
  Score: Raw -1216733.596756 + Penalty 3106.453220 = -1213627.143536
  nChanged 17
		SP:Iteration 71Q (90032.640000 sec): 3 clusters
  Score: Raw -1216735.119618 + Penalty 3106.453220 = -1213628.666398
  nChanged 13
		SP:Iteration 72Q (90032.920000 sec): 3 clusters
  Score: Raw -1216736.593095 + Penalty 3106.453220 = -1213630.139875
  nChanged 7
		SP:Iteration 73Q (90033.180000 sec): 3 clusters
  Score: Raw -1216737.393948 + Penalty 3106.453220 = -1213630.940728
  nChanged 7
		SP:Iteration 74Q (90033.360000 sec): 3 clusters
  Score: Raw -1216738.170171 + Penalty 3106.453220 = -1213631.716951
  nChanged 7
		SP:Iteration 75Q (90033.670000 sec): 3 clusters
  Score: Raw -1216738.574321 + Penalty 3106.453220 = -1213632.121101
  nChanged 5
		SP:Iteration 76Q (90033.910000 sec): 3 clusters
  Score: Raw -1216738.842701 + Penalty 3106.453220 = -1213632.389481
  nChanged 2
		SP:Iteration 77Q (90034.190000 sec): 3 clusters
  Score: Raw -1216739.248696 + Penalty 3106.453220 = -1213632.795476
  nChanged 7
		SP:Iteration 78Q (90034.470000 sec): 3 clusters
  Score: Raw -1216740.343226 + Penalty 3106.453220 = -1213633.890006
  nChanged 7
		SP:Iteration 79Q (90034.740000 sec): 3 clusters
  Score: Raw -1216741.515664 + Penalty 3106.453220 = -1213635.062444
  nChanged 10
		SP:Iteration 80F (90035.010000 sec): 3 clusters
  Score: Raw -1216743.254220 + Penalty 3106.453220 = -1213636.801000
  nChanged 13
		SP:Iteration 81Q (90035.340000 sec): 3 clusters
  Score: Raw -1216745.803351 + Penalty 3106.453220 = -1213639.350130
  nChanged 19
		SP:Iteration 82Q (90035.610000 sec): 3 clusters
  Score: Raw -1216748.708932 + Penalty 3106.453220 = -1213642.255712
  nChanged 18
		SP:Iteration 83Q (90035.890000 sec): 3 clusters
  Score: Raw -1216751.459386 + Penalty 3106.453220 = -1213645.006166
  nChanged 23
		SP:Iteration 84Q (90036.180000 sec): 3 clusters
  Score: Raw -1216754.641825 + Penalty 3106.453220 = -1213648.188604
  nChanged 25
		SP:Iteration 85Q (90036.400000 sec): 3 clusters
  Score: Raw -1216758.672025 + Penalty 3106.453220 = -1213652.218805
  nChanged 21
		SP:Iteration 86Q (90036.690000 sec): 3 clusters
  Score: Raw -1216761.561371 + Penalty 3106.453220 = -1213655.108151
  nChanged 19
		SP:Iteration 87Q (90036.960000 sec): 3 clusters
  Score: Raw -1216764.140879 + Penalty 3106.453220 = -1213657.687659
  nChanged 19
		SP:Iteration 88Q (90037.240000 sec): 3 clusters
  Score: Raw -1216766.652879 + Penalty 3106.453220 = -1213660.199659
  nChanged 15
		SP:Iteration 89Q (90037.510000 sec): 3 clusters
  Score: Raw -1216769.060493 + Penalty 3106.453220 = -1213662.607273
  nChanged 18
		SP:Iteration 90Q (90037.790000 sec): 3 clusters
  Score: Raw -1216771.698499 + Penalty 3106.453220 = -1213665.245279
  nChanged 20
		SP:Iteration 91Q (90038.070000 sec): 3 clusters
  Score: Raw -1216774.021822 + Penalty 3106.453220 = -1213667.568601
  nChanged 11
		SP:Iteration 92Q (90038.350000 sec): 3 clusters
  Score: Raw -1216775.518480 + Penalty 3106.453220 = -1213669.065260
  nChanged 16
		SP:Iteration 93Q (90038.610000 sec): 3 clusters
  Score: Raw -1216777.750856 + Penalty 3106.453220 = -1213671.297636
  nChanged 17
		SP:Iteration 94Q (90038.900000 sec): 3 clusters
  Score: Raw -1216780.190515 + Penalty 3106.453220 = -1213673.737295
  nChanged 19
		SP:Iteration 95Q (90039.180000 sec): 3 clusters
  Score: Raw -1216782.442392 + Penalty 3106.453220 = -1213675.989172
  nChanged 10
		SP:Iteration 96Q (90039.450000 sec): 3 clusters
  Score: Raw -1216783.706848 + Penalty 3106.453220 = -1213677.253628
  nChanged 20
		SP:Iteration 97Q (90039.730000 sec): 3 clusters
  Score: Raw -1216785.929854 + Penalty 3106.453220 = -1213679.476634
  nChanged 15
		SP:Iteration 98Q (90040.000000 sec): 3 clusters
  Score: Raw -1216788.291672 + Penalty 3106.453220 = -1213681.838452
  nChanged 21
		SP:Iteration 99Q (90040.280000 sec): 3 clusters
  Score: Raw -1216791.832664 + Penalty 3106.453220 = -1213685.379444
  nChanged 25
		SP:Iteration 100F (90040.550000 sec): 3 clusters
  Score: Raw -1216796.198907 + Penalty 3106.453220 = -1213689.745687
  nChanged 18
		SP:Iteration 101Q (90040.830000 sec): 3 clusters
  Score: Raw -1216799.953874 + Penalty 3106.453220 = -1213693.500654
  nChanged 21
		SP:Iteration 102Q (90041.110000 sec): 3 clusters
  Score: Raw -1216802.980249 + Penalty 3106.453220 = -1213696.527029
  nChanged 19
		SP:Iteration 103Q (90041.380000 sec): 3 clusters
  Score: Raw -1216806.167663 + Penalty 3106.453220 = -1213699.714443
  nChanged 23
		SP:Iteration 104Q (90041.650000 sec): 3 clusters
  Score: Raw -1216810.073238 + Penalty 3106.453220 = -1213703.620017
  nChanged 25
		SP:Iteration 105Q (90041.930000 sec): 3 clusters
  Score: Raw -1216813.713105 + Penalty 3106.453220 = -1213707.259885
  nChanged 24
		SP:Iteration 106Q (90042.210000 sec): 3 clusters
  Score: Raw -1216816.849025 + Penalty 3106.453220 = -1213710.395805
  nChanged 15
		SP:Iteration 107Q (90042.490000 sec): 3 clusters
  Score: Raw -1216819.479603 + Penalty 3106.453220 = -1213713.026383
  nChanged 22
		SP:Iteration 108Q (90042.770000 sec): 3 clusters
  Score: Raw -1216822.783605 + Penalty 3106.453220 = -1213716.330385
  nChanged 24
		SP:Iteration 109Q (90043.090000 sec): 3 clusters
  Score: Raw -1216826.528320 + Penalty 3106.453220 = -1213720.075100
  nChanged 24
		SP:Iteration 110Q (90043.330000 sec): 3 clusters
  Score: Raw -1216830.197379 + Penalty 3106.453220 = -1213723.744159
  nChanged 24
		SP:Iteration 111Q (90043.620000 sec): 3 clusters
  Score: Raw -1216834.409992 + Penalty 3106.453220 = -1213727.956772
  nChanged 24
		SP:Iteration 112Q (90043.890000 sec): 3 clusters
  Score: Raw -1216838.049124 + Penalty 3106.453220 = -1213731.595903
  nChanged 24
		SP:Iteration 113Q (90044.070000 sec): 3 clusters
  Score: Raw -1216841.728556 + Penalty 3106.453220 = -1213735.275336
  nChanged 21
		SP:Iteration 114Q (90044.290000 sec): 3 clusters
  Score: Raw -1216844.498741 + Penalty 3106.453220 = -1213738.045521
  nChanged 18
		SP:Iteration 115Q (90044.600000 sec): 3 clusters
  Score: Raw -1216846.644989 + Penalty 3106.453220 = -1213740.191769
  nChanged 17
		SP:Iteration 116Q (90044.840000 sec): 3 clusters
  Score: Raw -1216848.626005 + Penalty 3106.453220 = -1213742.172785
  nChanged 20
		SP:Iteration 117Q (90045.160000 sec): 3 clusters
  Score: Raw -1216851.048434 + Penalty 3106.453220 = -1213744.595214
  nChanged 19
		SP:Iteration 118Q (90045.400000 sec): 3 clusters
  Score: Raw -1216854.329198 + Penalty 3106.453220 = -1213747.875978
  nChanged 19
		SP:Iteration 119Q (90045.680000 sec): 3 clusters
  Score: Raw -1216857.526915 + Penalty 3106.453220 = -1213751.073695
  nChanged 16
		SP:Iteration 120F (90045.960000 sec): 3 clusters
  Score: Raw -1216860.059555 + Penalty 3106.453220 = -1213753.606335
  nChanged 15
		SP:Iteration 121Q (90046.240000 sec): 3 clusters
  Score: Raw -1216862.196218 + Penalty 3106.453220 = -1213755.742998
  nChanged 13
		SP:Iteration 122Q (90046.510000 sec): 3 clusters
  Score: Raw -1216864.109004 + Penalty 3106.453220 = -1213757.655783
  nChanged 11
		SP:Iteration 123Q (90046.790000 sec): 3 clusters
  Score: Raw -1216866.241885 + Penalty 3106.453220 = -1213759.788665
  nChanged 14
		SP:Iteration 124Q (90047.070000 sec): 3 clusters
  Score: Raw -1216869.642013 + Penalty 3106.453220 = -1213763.188793
  nChanged 26
		SP:Iteration 125Q (90047.350000 sec): 3 clusters
  Score: Raw -1216874.388783 + Penalty 3106.453220 = -1213767.935563
  nChanged 24
		SP:Iteration 126Q (90047.640000 sec): 3 clusters
  Score: Raw -1216878.616629 + Penalty 3106.453220 = -1213772.163409
  nChanged 22
		SP:Iteration 127Q (90047.920000 sec): 3 clusters
  Score: Raw -1216883.095680 + Penalty 3106.453220 = -1213776.642459
  nChanged 21
		SP:Iteration 128Q (90048.230000 sec): 3 clusters
  Score: Raw -1216886.260090 + Penalty 3106.453220 = -1213779.806870
  nChanged 20
		SP:Iteration 129Q (90048.510000 sec): 3 clusters
  Score: Raw -1216889.884088 + Penalty 3106.453220 = -1213783.430868
  nChanged 25
		SP:Iteration 130Q (90048.790000 sec): 3 clusters
  Score: Raw -1216893.965522 + Penalty 3106.453220 = -1213787.512302
  nChanged 24
		SP:Iteration 131Q (90049.080000 sec): 3 clusters
  Score: Raw -1216898.063594 + Penalty 3106.453220 = -1213791.610374
  nChanged 19
		SP:Iteration 132Q (90049.340000 sec): 3 clusters
  Score: Raw -1216901.167979 + Penalty 3106.453220 = -1213794.714759
  nChanged 19
		SP:Iteration 133Q (90049.660000 sec): 3 clusters
  Score: Raw -1216903.984837 + Penalty 3106.453220 = -1213797.531617
  nChanged 14
		SP:Iteration 134Q (90049.900000 sec): 3 clusters
  Score: Raw -1216905.638962 + Penalty 3106.453220 = -1213799.185742
  nChanged 9
		SP:Iteration 135Q (90050.180000 sec): 3 clusters
  Score: Raw -1216907.307298 + Penalty 3106.453220 = -1213800.854078
  nChanged 6
		SP:Iteration 136Q (90050.450000 sec): 3 clusters
  Score: Raw -1216908.349638 + Penalty 3106.453220 = -1213801.896418
  nChanged 12
		SP:Iteration 137Q (90050.770000 sec): 3 clusters
  Score: Raw -1216910.421921 + Penalty 3106.453220 = -1213803.968701
  nChanged 18
		SP:Iteration 138Q (90051.010000 sec): 3 clusters
  Score: Raw -1216913.812104 + Penalty 3106.453220 = -1213807.358884
  nChanged 22
		SP:Iteration 139Q (90051.290000 sec): 3 clusters
  Score: Raw -1216918.292600 + Penalty 3106.453220 = -1213811.839380
  nChanged 27
		SP:Iteration 140F (90051.600000 sec): 3 clusters
  Score: Raw -1216923.437688 + Penalty 3106.453220 = -1213816.984468
  nChanged 24
		SP:Iteration 141Q (90051.870000 sec): 3 clusters
  Score: Raw -1216928.706223 + Penalty 3106.453220 = -1213822.253003
  nChanged 20
		SP:Iteration 142Q (90052.150000 sec): 3 clusters
  Score: Raw -1216933.310602 + Penalty 3106.453220 = -1213826.857381
  nChanged 25
		SP:Iteration 143Q (90052.420000 sec): 3 clusters
  Score: Raw -1216938.991865 + Penalty 3106.453220 = -1213832.538644
  nChanged 31
		SP:Iteration 144Q (90052.700000 sec): 3 clusters
  Score: Raw -1216946.577728 + Penalty 3106.453220 = -1213840.124507
  nChanged 36
		SP:Iteration 145Q (90052.980000 sec): 3 clusters
  Score: Raw -1216954.942798 + Penalty 3106.453220 = -1213848.489577
  nChanged 30
		SP:Iteration 146Q (90053.250000 sec): 3 clusters
  Score: Raw -1216959.907603 + Penalty 3106.453220 = -1213853.454383
  nChanged 26
		SP:Iteration 147Q (90053.530000 sec): 3 clusters
  Score: Raw -1216966.373609 + Penalty 3106.453220 = -1213859.920389
  nChanged 29
		SP:Iteration 148Q (90053.810000 sec): 3 clusters
  Score: Raw -1216974.418219 + Penalty 3106.453220 = -1213867.964999
  nChanged 27
		SP:Iteration 149Q (90054.090000 sec): 3 clusters
  Score: Raw -1216983.953732 + Penalty 3106.453220 = -1213877.500512
  nChanged 42
		SP:Iteration 150Q (90054.370000 sec): 3 clusters
  Score: Raw -1217001.383210 + Penalty 3106.453220 = -1213894.929990
  nChanged 53
		SP:Iteration 151Q (90054.650000 sec): 3 clusters
  Score: Raw -1217016.878978 + Penalty 3106.453220 = -1213910.425758
  nChanged 52
		SP:Iteration 152Q (90054.920000 sec): 3 clusters
  Score: Raw -1217035.199043 + Penalty 3106.453220 = -1213928.745823
  nChanged 63
		SP:Iteration 153Q (90055.200000 sec): 3 clusters
  Score: Raw -1217058.010963 + Penalty 3106.453220 = -1213951.557742
  nChanged 61
		SP:Iteration 154Q (90055.480000 sec): 3 clusters
  Score: Raw -1217079.273017 + Penalty 3106.453220 = -1213972.819797
  nChanged 58
		SP:Iteration 155Q (90055.760000 sec): 3 clusters
  Score: Raw -1217102.110295 + Penalty 3106.453220 = -1213995.657075
  nChanged 53
		SP:Iteration 156Q (90056.040000 sec): 3 clusters
  Score: Raw -1217125.420344 + Penalty 3106.453220 = -1214018.967124
  nChanged 55
		SP:Iteration 157Q (90056.320000 sec): 3 clusters
  Score: Raw -1217158.163144 + Penalty 3106.453220 = -1214051.709924
  nChanged 55
		SP:Iteration 158Q (90056.600000 sec): 3 clusters
  Score: Raw -1217192.058511 + Penalty 3106.453220 = -1214085.605291
  nChanged 66
		SP:Iteration 159Q (90056.880000 sec): 3 clusters
  Score: Raw -1217247.775512 + Penalty 3106.453220 = -1214141.322292
  nChanged 82
		SP:Iteration 160F (90057.160000 sec): 3 clusters
  Score: Raw -1217321.853446 + Penalty 3106.453220 = -1214215.400226
  nChanged 80
		SP:Iteration 161Q (90057.440000 sec): 3 clusters
  Score: Raw -1217376.518893 + Penalty 3106.453220 = -1214270.065673
  nChanged 79
		SP:Iteration 162Q (90057.710000 sec): 3 clusters
  Score: Raw -1217423.108985 + Penalty 3106.453220 = -1214316.655765
  nChanged 69
		SP:Iteration 163Q (90057.990000 sec): 3 clusters
  Score: Raw -1217459.014865 + Penalty 3106.453220 = -1214352.561645
  nChanged 55
		SP:Iteration 164Q (90058.230000 sec): 3 clusters
  Score: Raw -1217484.435813 + Penalty 3106.453220 = -1214377.982593
  nChanged 37
		SP:Iteration 165Q (90058.510000 sec): 3 clusters
  Score: Raw -1217499.216336 + Penalty 3106.453220 = -1214392.763116
  nChanged 32
		SP:Iteration 166Q (90058.740000 sec): 3 clusters
  Score: Raw -1217508.223902 + Penalty 3106.453220 = -1214401.770682
  nChanged 26
		SP:Iteration 167Q (90058.970000 sec): 3 clusters
  Score: Raw -1217515.994404 + Penalty 3106.453220 = -1214409.541184
  nChanged 21
		SP:Iteration 168Q (90059.240000 sec): 3 clusters
  Score: Raw -1217521.168164 + Penalty 3106.453220 = -1214414.714944
  nChanged 14
		SP:Iteration 169Q (90059.480000 sec): 3 clusters
  Score: Raw -1217526.307037 + Penalty 3106.453220 = -1214419.853817
  nChanged 17
		SP:Iteration 170Q (90059.750000 sec): 3 clusters
  Score: Raw -1217531.487559 + Penalty 3106.453220 = -1214425.034339
  nChanged 16
		SP:Iteration 171Q (90059.990000 sec): 3 clusters
  Score: Raw -1217534.977335 + Penalty 3106.453220 = -1214428.524114
  nChanged 15
		SP:Iteration 172Q (90060.260000 sec): 3 clusters
  Score: Raw -1217540.094043 + Penalty 3106.453220 = -1214433.640823
  nChanged 9
		SP:Iteration 173Q (90060.580000 sec): 3 clusters
  Score: Raw -1217544.013753 + Penalty 3106.453220 = -1214437.560533
  nChanged 9
		SP:Iteration 174Q (90060.800000 sec): 3 clusters
  Score: Raw -1217545.872817 + Penalty 3106.453220 = -1214439.419597
  nChanged 9
		SP:Iteration 175Q (90061.030000 sec): 3 clusters
  Score: Raw -1217547.593781 + Penalty 3106.453220 = -1214441.140561
  nChanged 5
		SP:Iteration 176Q (90061.260000 sec): 3 clusters
  Score: Raw -1217548.183460 + Penalty 3106.453220 = -1214441.730240
  nChanged 2
		SP:Iteration 177Q (90061.540000 sec): 3 clusters
  Score: Raw -1217548.383265 + Penalty 3106.453220 = -1214441.930045
  nChanged 0
		SP:Iteration 178F (90061.820000 sec): 3 clusters
  Score: Raw -1217548.383265 + Penalty 3106.453220 = -1214441.930045
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (4726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90061.940000 sec): 2 clusters
  Score: Raw -348671.982585 + Penalty 1374.885599 = -347297.096986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90062.110000 sec): 3 clusters
  Score: Raw -346317.327399 + Penalty 2749.771199 = -343567.556201
  nChanged 1921
		SP:Iteration 1F (90062.290000 sec): 3 clusters
  Score: Raw -347731.047510 + Penalty 2749.771199 = -344981.276311
  nChanged 425
		SP:Iteration 2F (90062.460000 sec): 3 clusters
  Score: Raw -348097.610970 + Penalty 2749.771199 = -345347.839771
  nChanged 355
		SP:Iteration 3F (90062.640000 sec): 3 clusters
  Score: Raw -348420.707716 + Penalty 2749.771199 = -345670.936517
  nChanged 268
		SP:Iteration 4F (90062.820000 sec): 3 clusters
  Score: Raw -348633.980885 + Penalty 2749.771199 = -345884.209687
  nChanged 220
		SP:Iteration 5Q (90062.990000 sec): 3 clusters
  Score: Raw -348785.818372 + Penalty 2749.771199 = -346036.047173
  nChanged 177
		SP:Iteration 6Q (90063.170000 sec): 3 clusters
  Score: Raw -348899.981749 + Penalty 2749.771199 = -346150.210551
  nChanged 146
		SP:Iteration 7Q (90063.340000 sec): 3 clusters
  Score: Raw -348977.171132 + Penalty 2749.771199 = -346227.399933
  nChanged 99
		SP:Iteration 8Q (90063.520000 sec): 3 clusters
  Score: Raw -349024.290150 + Penalty 2749.771199 = -346274.518951
  nChanged 81
		SP:Iteration 9Q (90063.690000 sec): 3 clusters
  Score: Raw -349060.066973 + Penalty 2749.771199 = -346310.295774
  nChanged 75
		SP:Iteration 10Q (90063.870000 sec): 3 clusters
  Score: Raw -349098.078843 + Penalty 2749.771199 = -346348.307644
  nChanged 75
		SP:Iteration 11Q (90064.040000 sec): 3 clusters
  Score: Raw -349133.600996 + Penalty 2749.771199 = -346383.829797
  nChanged 56
		SP:Iteration 12Q (90064.220000 sec): 3 clusters
  Score: Raw -349152.123979 + Penalty 2749.771199 = -346402.352780
  nChanged 36
		SP:Iteration 13Q (90064.400000 sec): 3 clusters
  Score: Raw -349164.654641 + Penalty 2749.771199 = -346414.883443
  nChanged 31
		SP:Iteration 14Q (90064.570000 sec): 3 clusters
  Score: Raw -349177.460129 + Penalty 2749.771199 = -346427.688930
  nChanged 37
		SP:Iteration 15Q (90064.750000 sec): 3 clusters
  Score: Raw -349189.727586 + Penalty 2749.771199 = -346439.956387
  nChanged 33
		SP:Iteration 16Q (90064.920000 sec): 3 clusters
  Score: Raw -349201.988652 + Penalty 2749.771199 = -346452.217453
  nChanged 27
		SP:Iteration 17Q (90065.100000 sec): 3 clusters
  Score: Raw -349210.742415 + Penalty 2749.771199 = -346460.971216
  nChanged 33
		SP:Iteration 18Q (90065.280000 sec): 3 clusters
  Score: Raw -349220.192637 + Penalty 2749.771199 = -346470.421438
  nChanged 27
		SP:Iteration 19Q (90065.450000 sec): 3 clusters
  Score: Raw -349227.021346 + Penalty 2749.771199 = -346477.250147
  nChanged 21
		SP:Iteration 20F (90065.630000 sec): 3 clusters
  Score: Raw -349232.717936 + Penalty 2749.771199 = -346482.946737
  nChanged 18
		SP:Iteration 21Q (90065.780000 sec): 3 clusters
  Score: Raw -349238.313301 + Penalty 2749.771199 = -346488.542102
  nChanged 16
		SP:Iteration 22Q (90065.860000 sec): 3 clusters
  Score: Raw -349242.425756 + Penalty 2749.771199 = -346492.654557
  nChanged 11
		SP:Iteration 23Q (90065.950000 sec): 3 clusters
  Score: Raw -349245.736418 + Penalty 2749.771199 = -346495.965219
  nChanged 9
		SP:Iteration 24Q (90066.050000 sec): 3 clusters
  Score: Raw -349247.472036 + Penalty 2749.771199 = -346497.700837
  nChanged 10
		SP:Iteration 25Q (90066.140000 sec): 3 clusters
  Score: Raw -349250.544757 + Penalty 2749.771199 = -346500.773558
  nChanged 10
		SP:Iteration 26Q (90066.230000 sec): 3 clusters
  Score: Raw -349253.173757 + Penalty 2749.771199 = -346503.402558
  nChanged 12
		SP:Iteration 27Q (90066.330000 sec): 3 clusters
  Score: Raw -349256.121623 + Penalty 2749.771199 = -346506.350424
  nChanged 14
		SP:Iteration 28Q (90066.420000 sec): 3 clusters
  Score: Raw -349259.571176 + Penalty 2749.771199 = -346509.799977
  nChanged 12
		SP:Iteration 29Q (90066.510000 sec): 3 clusters
  Score: Raw -349261.420436 + Penalty 2749.771199 = -346511.649237
  nChanged 5
		SP:Iteration 30Q (90066.610000 sec): 3 clusters
  Score: Raw -349263.347558 + Penalty 2749.771199 = -346513.576359
  nChanged 6
		SP:Iteration 31Q (90066.700000 sec): 3 clusters
  Score: Raw -349264.908368 + Penalty 2749.771199 = -346515.137169
  nChanged 8
		SP:Iteration 32Q (90066.780000 sec): 3 clusters
  Score: Raw -349266.133436 + Penalty 2749.771199 = -346516.362237
  nChanged 8
		SP:Iteration 33Q (90066.880000 sec): 3 clusters
  Score: Raw -349267.674804 + Penalty 2749.771199 = -346517.903605
  nChanged 4
		SP:Iteration 34Q (90066.970000 sec): 3 clusters
  Score: Raw -349268.478270 + Penalty 2749.771199 = -346518.707071
  nChanged 3
		SP:Iteration 35Q (90067.060000 sec): 3 clusters
  Score: Raw -349268.809232 + Penalty 2749.771199 = -346519.038033
  nChanged 2
		SP:Iteration 36Q (90067.150000 sec): 3 clusters
  Score: Raw -349268.980113 + Penalty 2749.771199 = -346519.208914
  nChanged 1
		SP:Iteration 37Q (90067.250000 sec): 3 clusters
  Score: Raw -349269.031295 + Penalty 2749.771199 = -346519.260096
  nChanged 0
		SP:Iteration 38F (90067.340000 sec): 3 clusters
  Score: Raw -349269.031295 + Penalty 2749.771199 = -346519.260096
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (5238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90067.460000 sec): 2 clusters
  Score: Raw -377925.292830 + Penalty 1391.600442 = -376533.692388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90067.630000 sec): 3 clusters
  Score: Raw -375260.788840 + Penalty 2783.200883 = -372477.587957
  nChanged 2115
		SP:Iteration 1F (90067.730000 sec): 3 clusters
  Score: Raw -376734.928151 + Penalty 2783.200883 = -373951.727268
  nChanged 472
		SP:Iteration 2F (90067.920000 sec): 3 clusters
  Score: Raw -377149.760548 + Penalty 2783.200883 = -374366.559664
  nChanged 402
		SP:Iteration 3F (90068.070000 sec): 3 clusters
  Score: Raw -377510.464687 + Penalty 2783.200883 = -374727.263804
  nChanged 329
		SP:Iteration 4F (90068.270000 sec): 3 clusters
  Score: Raw -377769.110131 + Penalty 2783.200883 = -374985.909248
  nChanged 262
		SP:Iteration 5F (90068.490000 sec): 3 clusters
  Score: Raw -377972.740795 + Penalty 2783.200883 = -375189.539912
  nChanged 212
		SP:Iteration 6Q (90068.610000 sec): 3 clusters
  Score: Raw -378136.025439 + Penalty 2783.200883 = -375352.824556
  nChanged 184
		SP:Iteration 7Q (90068.790000 sec): 3 clusters
  Score: Raw -378249.865693 + Penalty 2783.200883 = -375466.664809
  nChanged 142
		SP:Iteration 8Q (90068.960000 sec): 3 clusters
  Score: Raw -378340.848131 + Penalty 2783.200883 = -375557.647248
  nChanged 119
		SP:Iteration 9Q (90069.130000 sec): 3 clusters
  Score: Raw -378414.832992 + Penalty 2783.200883 = -375631.632109
  nChanged 115
		SP:Iteration 10Q (90069.310000 sec): 3 clusters
  Score: Raw -378474.730499 + Penalty 2783.200883 = -375691.529616
  nChanged 99
		SP:Iteration 11Q (90069.480000 sec): 3 clusters
  Score: Raw -378522.995133 + Penalty 2783.200883 = -375739.794250
  nChanged 82
		SP:Iteration 12Q (90069.660000 sec): 3 clusters
  Score: Raw -378567.102584 + Penalty 2783.200883 = -375783.901701
  nChanged 74
		SP:Iteration 13Q (90069.870000 sec): 3 clusters
  Score: Raw -378595.036568 + Penalty 2783.200883 = -375811.835685
  nChanged 55
		SP:Iteration 14Q (90070.050000 sec): 3 clusters
  Score: Raw -378618.932330 + Penalty 2783.200883 = -375835.731447
  nChanged 45
		SP:Iteration 15Q (90070.220000 sec): 3 clusters
  Score: Raw -378636.060976 + Penalty 2783.200883 = -375852.860093
  nChanged 49
		SP:Iteration 16Q (90070.390000 sec): 3 clusters
  Score: Raw -378658.758662 + Penalty 2783.200883 = -375875.557779
  nChanged 52
		SP:Iteration 17Q (90070.570000 sec): 3 clusters
  Score: Raw -378677.983742 + Penalty 2783.200883 = -375894.782859
  nChanged 32
		SP:Iteration 18Q (90070.740000 sec): 3 clusters
  Score: Raw -378689.706759 + Penalty 2783.200883 = -375906.505876
  nChanged 35
		SP:Iteration 19Q (90070.910000 sec): 3 clusters
  Score: Raw -378705.222850 + Penalty 2783.200883 = -375922.021967
  nChanged 43
		SP:Iteration 20F (90071.090000 sec): 3 clusters
  Score: Raw -378722.786656 + Penalty 2783.200883 = -375939.585773
  nChanged 48
		SP:Iteration 21Q (90071.260000 sec): 3 clusters
  Score: Raw -378737.252480 + Penalty 2783.200883 = -375954.051596
  nChanged 38
		SP:Iteration 22Q (90071.430000 sec): 3 clusters
  Score: Raw -378753.255817 + Penalty 2783.200883 = -375970.054933
  nChanged 31
		SP:Iteration 23Q (90071.610000 sec): 3 clusters
  Score: Raw -378762.946645 + Penalty 2783.200883 = -375979.745762
  nChanged 28
		SP:Iteration 24Q (90071.780000 sec): 3 clusters
  Score: Raw -378770.359750 + Penalty 2783.200883 = -375987.158867
  nChanged 26
		SP:Iteration 25Q (90071.950000 sec): 3 clusters
  Score: Raw -378782.364263 + Penalty 2783.200883 = -375999.163379
  nChanged 26
		SP:Iteration 26Q (90072.130000 sec): 3 clusters
  Score: Raw -378788.255855 + Penalty 2783.200883 = -376005.054972
  nChanged 24
		SP:Iteration 27Q (90072.300000 sec): 3 clusters
  Score: Raw -378796.048184 + Penalty 2783.200883 = -376012.847301
  nChanged 28
		SP:Iteration 28Q (90072.470000 sec): 3 clusters
  Score: Raw -378803.863761 + Penalty 2783.200883 = -376020.662878
  nChanged 21
		SP:Iteration 29Q (90072.640000 sec): 3 clusters
  Score: Raw -378810.449520 + Penalty 2783.200883 = -376027.248637
  nChanged 17
		SP:Iteration 30Q (90072.820000 sec): 3 clusters
  Score: Raw -378815.279120 + Penalty 2783.200883 = -376032.078237
  nChanged 16
		SP:Iteration 31Q (90072.990000 sec): 3 clusters
  Score: Raw -378818.939798 + Penalty 2783.200883 = -376035.738915
  nChanged 17
		SP:Iteration 32Q (90073.170000 sec): 3 clusters
  Score: Raw -378824.309428 + Penalty 2783.200883 = -376041.108545
  nChanged 22
		SP:Iteration 33Q (90073.340000 sec): 3 clusters
  Score: Raw -378831.706171 + Penalty 2783.200883 = -376048.505288
  nChanged 25
		SP:Iteration 34Q (90073.510000 sec): 3 clusters
  Score: Raw -378838.585704 + Penalty 2783.200883 = -376055.384821
  nChanged 24
		SP:Iteration 35Q (90073.690000 sec): 3 clusters
  Score: Raw -378845.091286 + Penalty 2783.200883 = -376061.890402
  nChanged 24
		SP:Iteration 36Q (90073.860000 sec): 3 clusters
  Score: Raw -378853.483832 + Penalty 2783.200883 = -376070.282949
  nChanged 22
		SP:Iteration 37Q (90074.030000 sec): 3 clusters
  Score: Raw -378858.969024 + Penalty 2783.200883 = -376075.768141
  nChanged 16
		SP:Iteration 38Q (90074.210000 sec): 3 clusters
  Score: Raw -378864.550146 + Penalty 2783.200883 = -376081.349263
  nChanged 14
		SP:Iteration 39Q (90074.380000 sec): 3 clusters
  Score: Raw -378868.634000 + Penalty 2783.200883 = -376085.433117
  nChanged 7
		SP:Iteration 40F (90074.550000 sec): 3 clusters
  Score: Raw -378870.198657 + Penalty 2783.200883 = -376086.997774
  nChanged 6
		SP:Iteration 41Q (90074.720000 sec): 3 clusters
  Score: Raw -378871.838248 + Penalty 2783.200883 = -376088.637365
  nChanged 6
		SP:Iteration 42Q (90074.900000 sec): 3 clusters
  Score: Raw -378872.696947 + Penalty 2783.200883 = -376089.496063
  nChanged 5
		SP:Iteration 43Q (90075.070000 sec): 3 clusters
  Score: Raw -378873.566401 + Penalty 2783.200883 = -376090.365517
  nChanged 2
		SP:Iteration 44Q (90075.250000 sec): 3 clusters
  Score: Raw -378873.808054 + Penalty 2783.200883 = -376090.607171
  nChanged 1
		SP:Iteration 45Q (90075.420000 sec): 3 clusters
  Score: Raw -378873.935794 + Penalty 2783.200883 = -376090.734911
  nChanged 0
		SP:Iteration 46F (90075.630000 sec): 3 clusters
  Score: Raw -378873.935794 + Penalty 2783.200883 = -376090.734911
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (4932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90075.750000 sec): 2 clusters
  Score: Raw -373416.042548 + Penalty 1381.818728 = -372034.223820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90075.930000 sec): 3 clusters
  Score: Raw -370909.699841 + Penalty 2763.637456 = -368146.062385
  nChanged 1984
		SP:Iteration 1F (90076.110000 sec): 3 clusters
  Score: Raw -372395.563573 + Penalty 2763.637456 = -369631.926117
  nChanged 504
		SP:Iteration 2F (90076.280000 sec): 3 clusters
  Score: Raw -372867.030675 + Penalty 2763.637456 = -370103.393219
  nChanged 382
		SP:Iteration 3F (90076.450000 sec): 3 clusters
  Score: Raw -373142.979405 + Penalty 2763.637456 = -370379.341949
  nChanged 270
		SP:Iteration 4F (90076.630000 sec): 3 clusters
  Score: Raw -373307.833716 + Penalty 2763.637456 = -370544.196260
  nChanged 179
		SP:Iteration 5Q (90076.810000 sec): 3 clusters
  Score: Raw -373427.288638 + Penalty 2763.637456 = -370663.651182
  nChanged 176
		SP:Iteration 6Q (90076.980000 sec): 3 clusters
  Score: Raw -373541.768563 + Penalty 2763.637456 = -370778.131107
  nChanged 150
		SP:Iteration 7Q (90077.150000 sec): 3 clusters
  Score: Raw -373638.721459 + Penalty 2763.637456 = -370875.084003
  nChanged 152
		SP:Iteration 8Q (90077.310000 sec): 3 clusters
  Score: Raw -373719.704045 + Penalty 2763.637456 = -370956.066589
  nChanged 130
		SP:Iteration 9Q (90077.470000 sec): 3 clusters
  Score: Raw -373793.692464 + Penalty 2763.637456 = -371030.055008
  nChanged 126
		SP:Iteration 10Q (90077.630000 sec): 3 clusters
  Score: Raw -373862.025085 + Penalty 2763.637456 = -371098.387630
  nChanged 114
		SP:Iteration 11Q (90077.780000 sec): 3 clusters
  Score: Raw -373922.147621 + Penalty 2763.637456 = -371158.510165
  nChanged 103
		SP:Iteration 12Q (90077.960000 sec): 3 clusters
  Score: Raw -373981.130663 + Penalty 2763.637456 = -371217.493207
  nChanged 106
		SP:Iteration 13Q (90078.150000 sec): 3 clusters
  Score: Raw -374037.789988 + Penalty 2763.637456 = -371274.152532
  nChanged 96
		SP:Iteration 14Q (90078.310000 sec): 3 clusters
  Score: Raw -374080.966589 + Penalty 2763.637456 = -371317.329133
  nChanged 71
		SP:Iteration 15Q (90078.470000 sec): 3 clusters
  Score: Raw -374114.512798 + Penalty 2763.637456 = -371350.875342
  nChanged 64
		SP:Iteration 16Q (90078.630000 sec): 3 clusters
  Score: Raw -374142.597287 + Penalty 2763.637456 = -371378.959831
  nChanged 67
		SP:Iteration 17Q (90078.790000 sec): 3 clusters
  Score: Raw -374169.618301 + Penalty 2763.637456 = -371405.980845
  nChanged 45
		SP:Iteration 18Q (90078.950000 sec): 3 clusters
  Score: Raw -374185.757747 + Penalty 2763.637456 = -371422.120291
  nChanged 33
		SP:Iteration 19Q (90079.110000 sec): 3 clusters
  Score: Raw -374196.688077 + Penalty 2763.637456 = -371433.050622
  nChanged 25
		SP:Iteration 20F (90079.270000 sec): 3 clusters
  Score: Raw -374203.984772 + Penalty 2763.637456 = -371440.347316
  nChanged 24
		SP:Iteration 21Q (90079.430000 sec): 3 clusters
  Score: Raw -374210.924746 + Penalty 2763.637456 = -371447.287290
  nChanged 23
		SP:Iteration 22Q (90079.590000 sec): 3 clusters
  Score: Raw -374219.044732 + Penalty 2763.637456 = -371455.407276
  nChanged 21
		SP:Iteration 23Q (90079.750000 sec): 3 clusters
  Score: Raw -374225.299130 + Penalty 2763.637456 = -371461.661674
  nChanged 8
		SP:Iteration 24Q (90079.910000 sec): 3 clusters
  Score: Raw -374227.728768 + Penalty 2763.637456 = -371464.091312
  nChanged 13
		SP:Iteration 25Q (90080.070000 sec): 3 clusters
  Score: Raw -374234.150401 + Penalty 2763.637456 = -371470.512945
  nChanged 21
		SP:Iteration 26Q (90080.230000 sec): 3 clusters
  Score: Raw -374243.846069 + Penalty 2763.637456 = -371480.208613
  nChanged 18
		SP:Iteration 27Q (90080.390000 sec): 3 clusters
  Score: Raw -374256.004216 + Penalty 2763.637456 = -371492.366760
  nChanged 25
		SP:Iteration 28Q (90080.550000 sec): 3 clusters
  Score: Raw -374268.646971 + Penalty 2763.637456 = -371505.009515
  nChanged 22
		SP:Iteration 29Q (90080.710000 sec): 3 clusters
  Score: Raw -374277.850971 + Penalty 2763.637456 = -371514.213515
  nChanged 24
		SP:Iteration 30Q (90080.870000 sec): 3 clusters
  Score: Raw -374288.221378 + Penalty 2763.637456 = -371524.583922
  nChanged 26
		SP:Iteration 31Q (90081.070000 sec): 3 clusters
  Score: Raw -374300.753200 + Penalty 2763.637456 = -371537.115745
  nChanged 30
		SP:Iteration 32Q (90081.240000 sec): 3 clusters
  Score: Raw -374316.935203 + Penalty 2763.637456 = -371553.297748
  nChanged 29
		SP:Iteration 33Q (90081.400000 sec): 3 clusters
  Score: Raw -374331.501718 + Penalty 2763.637456 = -371567.864262
  nChanged 23
		SP:Iteration 34Q (90081.570000 sec): 3 clusters
  Score: Raw -374341.118231 + Penalty 2763.637456 = -371577.480775
  nChanged 22
		SP:Iteration 35Q (90081.710000 sec): 3 clusters
  Score: Raw -374347.874931 + Penalty 2763.637456 = -371584.237475
  nChanged 14
		SP:Iteration 36Q (90081.870000 sec): 3 clusters
  Score: Raw -374351.081317 + Penalty 2763.637456 = -371587.443861
  nChanged 5
		SP:Iteration 37Q (90082.030000 sec): 3 clusters
  Score: Raw -374353.251218 + Penalty 2763.637456 = -371589.613762
  nChanged 9
		SP:Iteration 38Q (90082.190000 sec): 3 clusters
  Score: Raw -374357.355153 + Penalty 2763.637456 = -371593.717697
  nChanged 10
		SP:Iteration 39Q (90082.370000 sec): 3 clusters
  Score: Raw -374361.170085 + Penalty 2763.637456 = -371597.532629
  nChanged 8
		SP:Iteration 40F (90082.540000 sec): 3 clusters
  Score: Raw -374363.153262 + Penalty 2763.637456 = -371599.515806
  nChanged 5
		SP:Iteration 41Q (90082.720000 sec): 3 clusters
  Score: Raw -374365.474705 + Penalty 2763.637456 = -371601.837249
  nChanged 6
		SP:Iteration 42Q (90082.890000 sec): 3 clusters
  Score: Raw -374366.775739 + Penalty 2763.637456 = -371603.138283
  nChanged 6
		SP:Iteration 43Q (90083.070000 sec): 3 clusters
  Score: Raw -374368.039743 + Penalty 2763.637456 = -371604.402287
  nChanged 4
		SP:Iteration 44Q (90083.240000 sec): 3 clusters
  Score: Raw -374368.714253 + Penalty 2763.637456 = -371605.076797
  nChanged 1
		SP:Iteration 45Q (90083.420000 sec): 3 clusters
  Score: Raw -374368.915476 + Penalty 2763.637456 = -371605.278020
  nChanged 0
		SP:Iteration 46F (90083.600000 sec): 3 clusters
  Score: Raw -374368.915476 + Penalty 2763.637456 = -371605.278020
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (3201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90083.690000 sec): 2 clusters
  Score: Raw -269444.002510 + Penalty 1311.573013 = -268132.429498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90083.870000 sec): 3 clusters
  Score: Raw -267899.636924 + Penalty 2623.146025 = -265276.490899
  nChanged 1236
		SP:Iteration 1F (90084.050000 sec): 3 clusters
  Score: Raw -268731.763701 + Penalty 2623.146025 = -266108.617675
  nChanged 312
		SP:Iteration 2F (90084.220000 sec): 3 clusters
  Score: Raw -269010.594805 + Penalty 2623.146025 = -266387.448780
  nChanged 208
		SP:Iteration 3F (90084.440000 sec): 3 clusters
  Score: Raw -269205.398897 + Penalty 2623.146025 = -266582.252871
  nChanged 194
		SP:Iteration 4F (90084.620000 sec): 3 clusters
  Score: Raw -269364.544945 + Penalty 2623.146025 = -266741.398919
  nChanged 158
		SP:Iteration 5Q (90084.790000 sec): 3 clusters
  Score: Raw -269510.893939 + Penalty 2623.146025 = -266887.747913
  nChanged 133
		SP:Iteration 6Q (90084.970000 sec): 3 clusters
  Score: Raw -269630.013535 + Penalty 2623.146025 = -267006.867510
  nChanged 138
		SP:Iteration 7Q (90085.150000 sec): 3 clusters
  Score: Raw -269743.330666 + Penalty 2623.146025 = -267120.184641
  nChanged 108
		SP:Iteration 8Q (90085.330000 sec): 3 clusters
  Score: Raw -269846.888673 + Penalty 2623.146025 = -267223.742648
  nChanged 96
		SP:Iteration 9Q (90085.500000 sec): 3 clusters
  Score: Raw -269921.913645 + Penalty 2623.146025 = -267298.767619
  nChanged 86
		SP:Iteration 10Q (90085.680000 sec): 3 clusters
  Score: Raw -269979.619800 + Penalty 2623.146025 = -267356.473774
  nChanged 59
		SP:Iteration 11Q (90085.850000 sec): 3 clusters
  Score: Raw -270026.706274 + Penalty 2623.146025 = -267403.560249
  nChanged 50
		SP:Iteration 12Q (90086.030000 sec): 3 clusters
  Score: Raw -270063.273540 + Penalty 2623.146025 = -267440.127514
  nChanged 40
		SP:Iteration 13Q (90086.210000 sec): 3 clusters
  Score: Raw -270087.967156 + Penalty 2623.146025 = -267464.821130
  nChanged 35
		SP:Iteration 14Q (90086.380000 sec): 3 clusters
  Score: Raw -270105.552309 + Penalty 2623.146025 = -267482.406283
  nChanged 24
		SP:Iteration 15Q (90086.560000 sec): 3 clusters
  Score: Raw -270115.117518 + Penalty 2623.146025 = -267491.971493
  nChanged 21
		SP:Iteration 16Q (90086.730000 sec): 3 clusters
  Score: Raw -270125.645254 + Penalty 2623.146025 = -267502.499228
  nChanged 24
		SP:Iteration 17Q (90086.910000 sec): 3 clusters
  Score: Raw -270137.165148 + Penalty 2623.146025 = -267514.019123
  nChanged 20
		SP:Iteration 18Q (90087.090000 sec): 3 clusters
  Score: Raw -270145.628713 + Penalty 2623.146025 = -267522.482687
  nChanged 13
		SP:Iteration 19Q (90087.250000 sec): 3 clusters
  Score: Raw -270149.879508 + Penalty 2623.146025 = -267526.733483
  nChanged 11
		SP:Iteration 20F (90087.430000 sec): 3 clusters
  Score: Raw -270154.321635 + Penalty 2623.146025 = -267531.175610
  nChanged 6
		SP:Iteration 21Q (90087.600000 sec): 3 clusters
  Score: Raw -270157.019903 + Penalty 2623.146025 = -267533.873877
  nChanged 8
		SP:Iteration 22Q (90087.780000 sec): 3 clusters
  Score: Raw -270160.260075 + Penalty 2623.146025 = -267537.114050
  nChanged 11
		SP:Iteration 23Q (90087.950000 sec): 3 clusters
  Score: Raw -270164.033320 + Penalty 2623.146025 = -267540.887294
  nChanged 15
		SP:Iteration 24Q (90088.130000 sec): 3 clusters
  Score: Raw -270171.192188 + Penalty 2623.146025 = -267548.046162
  nChanged 17
		SP:Iteration 25Q (90088.310000 sec): 3 clusters
  Score: Raw -270179.200626 + Penalty 2623.146025 = -267556.054600
  nChanged 13
		SP:Iteration 26Q (90088.480000 sec): 3 clusters
  Score: Raw -270185.652677 + Penalty 2623.146025 = -267562.506651
  nChanged 11
		SP:Iteration 27Q (90088.660000 sec): 3 clusters
  Score: Raw -270191.418551 + Penalty 2623.146025 = -267568.272526
  nChanged 11
		SP:Iteration 28Q (90088.830000 sec): 3 clusters
  Score: Raw -270195.912607 + Penalty 2623.146025 = -267572.766582
  nChanged 6
		SP:Iteration 29Q (90089.010000 sec): 3 clusters
  Score: Raw -270198.328755 + Penalty 2623.146025 = -267575.182729
  nChanged 8
		SP:Iteration 30Q (90089.190000 sec): 3 clusters
  Score: Raw -270200.971516 + Penalty 2623.146025 = -267577.825491
  nChanged 7
		SP:Iteration 31Q (90089.360000 sec): 3 clusters
  Score: Raw -270203.207461 + Penalty 2623.146025 = -267580.061436
  nChanged 2
		SP:Iteration 32Q (90089.540000 sec): 3 clusters
  Score: Raw -270203.982775 + Penalty 2623.146025 = -267580.836749
  nChanged 2
		SP:Iteration 33Q (90089.710000 sec): 3 clusters
  Score: Raw -270204.492649 + Penalty 2623.146025 = -267581.346623
  nChanged 3
		SP:Iteration 34Q (90089.890000 sec): 3 clusters
  Score: Raw -270206.368619 + Penalty 2623.146025 = -267583.222593
  nChanged 6
		SP:Iteration 35Q (90090.050000 sec): 3 clusters
  Score: Raw -270208.277595 + Penalty 2623.146025 = -267585.131569
  nChanged 2
		SP:Iteration 36Q (90090.150000 sec): 3 clusters
  Score: Raw -270208.765636 + Penalty 2623.146025 = -267585.619610
  nChanged 1
		SP:Iteration 37Q (90090.210000 sec): 3 clusters
  Score: Raw -270208.967705 + Penalty 2623.146025 = -267585.821680
  nChanged 3
		SP:Iteration 38Q (90090.270000 sec): 3 clusters
  Score: Raw -270210.052639 + Penalty 2623.146025 = -267586.906614
  nChanged 2
		SP:Iteration 39Q (90090.330000 sec): 3 clusters
  Score: Raw -270211.318918 + Penalty 2623.146025 = -267588.172892
  nChanged 1
		SP:Iteration 40F (90090.390000 sec): 3 clusters
  Score: Raw -270211.736071 + Penalty 2623.146025 = -267588.590046
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90090.450000 sec): 2 clusters
  Score: Raw -135932.012977 + Penalty 1180.518654 = -134751.494323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90090.620000 sec): 3 clusters
  Score: Raw -135379.518747 + Penalty 2361.037308 = -133018.481439
  nChanged 467
		SP:Iteration 1F (90090.800000 sec): 3 clusters
  Score: Raw -135753.351278 + Penalty 2361.037308 = -133392.313970
  nChanged 132
		SP:Iteration 2F (90090.970000 sec): 3 clusters
  Score: Raw -135899.094221 + Penalty 2361.037308 = -133538.056913
  nChanged 90
		SP:Iteration 3F (90091.150000 sec): 3 clusters
  Score: Raw -135993.714665 + Penalty 2361.037308 = -133632.677357
  nChanged 63
		SP:Iteration 4Q (90091.330000 sec): 3 clusters
  Score: Raw -136058.897625 + Penalty 2361.037308 = -133697.860317
  nChanged 53
		SP:Iteration 5Q (90091.500000 sec): 3 clusters
  Score: Raw -136112.659178 + Penalty 2361.037308 = -133751.621870
  nChanged 46
		SP:Iteration 6Q (90091.680000 sec): 3 clusters
  Score: Raw -136169.030024 + Penalty 2361.037308 = -133807.992716
  nChanged 44
		SP:Iteration 7Q (90091.850000 sec): 3 clusters
  Score: Raw -136209.655407 + Penalty 2361.037308 = -133848.618099
  nChanged 31
		SP:Iteration 8Q (90092.030000 sec): 3 clusters
  Score: Raw -136229.710656 + Penalty 2361.037308 = -133868.673348
  nChanged 16
		SP:Iteration 9Q (90092.210000 sec): 3 clusters
  Score: Raw -136241.477784 + Penalty 2361.037308 = -133880.440476
  nChanged 19
		SP:Iteration 10Q (90092.380000 sec): 3 clusters
  Score: Raw -136255.808128 + Penalty 2361.037308 = -133894.770820
  nChanged 9
		SP:Iteration 11Q (90092.560000 sec): 3 clusters
  Score: Raw -136263.114852 + Penalty 2361.037308 = -133902.077544
  nChanged 10
		SP:Iteration 12Q (90092.730000 sec): 3 clusters
  Score: Raw -136269.626060 + Penalty 2361.037308 = -133908.588752
  nChanged 8
		SP:Iteration 13Q (90092.910000 sec): 3 clusters
  Score: Raw -136276.369965 + Penalty 2361.037308 = -133915.332657
  nChanged 7
		SP:Iteration 14Q (90093.090000 sec): 3 clusters
  Score: Raw -136281.366158 + Penalty 2361.037308 = -133920.328851
  nChanged 5
		SP:Iteration 15Q (90093.260000 sec): 3 clusters
  Score: Raw -136284.462204 + Penalty 2361.037308 = -133923.424896
  nChanged 2
		SP:Iteration 16Q (90093.430000 sec): 3 clusters
  Score: Raw -136285.258672 + Penalty 2361.037308 = -133924.221364
  nChanged 1
		SP:Iteration 17Q (90093.610000 sec): 3 clusters
  Score: Raw -136285.858998 + Penalty 2361.037308 = -133924.821690
  nChanged 0
		SP:Iteration 18F (90093.790000 sec): 3 clusters
  Score: Raw -136285.858998 + Penalty 2361.037308 = -133924.821690
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (4303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90093.910000 sec): 2 clusters
  Score: Raw -338492.142789 + Penalty 1359.648507 = -337132.494282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90094.090000 sec): 3 clusters
  Score: Raw -336337.606289 + Penalty 2719.297013 = -333618.309275
  nChanged 1760
		SP:Iteration 1F (90094.270000 sec): 3 clusters
  Score: Raw -337545.576190 + Penalty 2719.297013 = -334826.279177
  nChanged 358
		SP:Iteration 2F (90094.440000 sec): 3 clusters
  Score: Raw -337794.447026 + Penalty 2719.297013 = -335075.150013
  nChanged 285
		SP:Iteration 3F (90094.630000 sec): 3 clusters
  Score: Raw -337974.143929 + Penalty 2719.297013 = -335254.846915
  nChanged 200
		SP:Iteration 4Q (90094.780000 sec): 3 clusters
  Score: Raw -338077.076480 + Penalty 2719.297013 = -335357.779467
  nChanged 154
		SP:Iteration 5Q (90094.870000 sec): 3 clusters
  Score: Raw -338166.473637 + Penalty 2719.297013 = -335447.176624
  nChanged 132
		SP:Iteration 6Q (90094.950000 sec): 3 clusters
  Score: Raw -338239.995510 + Penalty 2719.297013 = -335520.698497
  nChanged 124
		SP:Iteration 7Q (90095.030000 sec): 3 clusters
  Score: Raw -338305.370587 + Penalty 2719.297013 = -335586.073574
  nChanged 107
		SP:Iteration 8Q (90095.110000 sec): 3 clusters
  Score: Raw -338360.382142 + Penalty 2719.297013 = -335641.085129
  nChanged 104
		SP:Iteration 9Q (90095.190000 sec): 3 clusters
  Score: Raw -338415.053286 + Penalty 2719.297013 = -335695.756273
  nChanged 93
		SP:Iteration 10Q (90095.270000 sec): 3 clusters
  Score: Raw -338466.574044 + Penalty 2719.297013 = -335747.277030
  nChanged 83
		SP:Iteration 11Q (90095.390000 sec): 3 clusters
  Score: Raw -338504.718254 + Penalty 2719.297013 = -335785.421241
  nChanged 69
		SP:Iteration 12Q (90095.570000 sec): 3 clusters
  Score: Raw -338539.039850 + Penalty 2719.297013 = -335819.742837
  nChanged 66
		SP:Iteration 13Q (90095.740000 sec): 3 clusters
  Score: Raw -338565.228779 + Penalty 2719.297013 = -335845.931766
  nChanged 61
		SP:Iteration 14Q (90095.910000 sec): 3 clusters
  Score: Raw -338592.493733 + Penalty 2719.297013 = -335873.196720
  nChanged 54
		SP:Iteration 15Q (90096.090000 sec): 3 clusters
  Score: Raw -338617.250305 + Penalty 2719.297013 = -335897.953292
  nChanged 49
		SP:Iteration 16Q (90096.270000 sec): 3 clusters
  Score: Raw -338640.393575 + Penalty 2719.297013 = -335921.096561
  nChanged 54
		SP:Iteration 17Q (90096.440000 sec): 3 clusters
  Score: Raw -338663.724610 + Penalty 2719.297013 = -335944.427597
  nChanged 47
		SP:Iteration 18Q (90096.620000 sec): 3 clusters
  Score: Raw -338686.971227 + Penalty 2719.297013 = -335967.674214
  nChanged 58
		SP:Iteration 19Q (90096.790000 sec): 3 clusters
  Score: Raw -338722.492945 + Penalty 2719.297013 = -336003.195932
  nChanged 69
		SP:Iteration 20F (90096.970000 sec): 3 clusters
  Score: Raw -338762.033687 + Penalty 2719.297013 = -336042.736674
  nChanged 68
		SP:Iteration 21Q (90097.150000 sec): 3 clusters
  Score: Raw -338799.263285 + Penalty 2719.297013 = -336079.966272
  nChanged 56
		SP:Iteration 22Q (90097.320000 sec): 3 clusters
  Score: Raw -338833.409898 + Penalty 2719.297013 = -336114.112885
  nChanged 49
		SP:Iteration 23Q (90097.500000 sec): 3 clusters
  Score: Raw -338859.466684 + Penalty 2719.297013 = -336140.169671
  nChanged 45
		SP:Iteration 24Q (90097.670000 sec): 3 clusters
  Score: Raw -338882.328161 + Penalty 2719.297013 = -336163.031148
  nChanged 46
		SP:Iteration 25Q (90097.850000 sec): 3 clusters
  Score: Raw -338911.863955 + Penalty 2719.297013 = -336192.566942
  nChanged 40
		SP:Iteration 26Q (90098.030000 sec): 3 clusters
  Score: Raw -338939.696104 + Penalty 2719.297013 = -336220.399091
  nChanged 41
		SP:Iteration 27Q (90098.200000 sec): 3 clusters
  Score: Raw -338962.177338 + Penalty 2719.297013 = -336242.880325
  nChanged 30
		SP:Iteration 28Q (90098.380000 sec): 3 clusters
  Score: Raw -338982.385359 + Penalty 2719.297013 = -336263.088346
  nChanged 31
		SP:Iteration 29Q (90098.550000 sec): 3 clusters
  Score: Raw -338996.389235 + Penalty 2719.297013 = -336277.092222
  nChanged 26
		SP:Iteration 30Q (90098.730000 sec): 3 clusters
  Score: Raw -339005.411562 + Penalty 2719.297013 = -336286.114549
  nChanged 21
		SP:Iteration 31Q (90098.910000 sec): 3 clusters
  Score: Raw -339014.236680 + Penalty 2719.297013 = -336294.939667
  nChanged 21
		SP:Iteration 32Q (90099.080000 sec): 3 clusters
  Score: Raw -339024.526224 + Penalty 2719.297013 = -336305.229211
  nChanged 14
		SP:Iteration 33Q (90099.260000 sec): 3 clusters
  Score: Raw -339030.061072 + Penalty 2719.297013 = -336310.764059
  nChanged 11
		SP:Iteration 34Q (90099.440000 sec): 3 clusters
  Score: Raw -339033.718946 + Penalty 2719.297013 = -336314.421933
  nChanged 6
		SP:Iteration 35Q (90099.610000 sec): 3 clusters
  Score: Raw -339035.236559 + Penalty 2719.297013 = -336315.939546
  nChanged 5
		SP:Iteration 36Q (90099.790000 sec): 3 clusters
  Score: Raw -339036.895236 + Penalty 2719.297013 = -336317.598223
  nChanged 5
		SP:Iteration 37Q (90099.960000 sec): 3 clusters
  Score: Raw -339037.875300 + Penalty 2719.297013 = -336318.578286
  nChanged 2
		SP:Iteration 38Q (90100.140000 sec): 3 clusters
  Score: Raw -339038.823344 + Penalty 2719.297013 = -336319.526331
  nChanged 3
		SP:Iteration 39Q (90100.310000 sec): 3 clusters
  Score: Raw -339039.561080 + Penalty 2719.297013 = -336320.264067
  nChanged 2
		SP:Iteration 40F (90100.490000 sec): 3 clusters
  Score: Raw -339040.439465 + Penalty 2719.297013 = -336321.142451
  nChanged 7
		SP:Iteration 41Q (90100.670000 sec): 3 clusters
  Score: Raw -339044.273966 + Penalty 2719.297013 = -336324.976953
  nChanged 6
		SP:Iteration 42Q (90100.840000 sec): 3 clusters
  Score: Raw -339046.271957 + Penalty 2719.297013 = -336326.974944
  nChanged 5
		SP:Iteration 43Q (90101.010000 sec): 3 clusters
  Score: Raw -339048.395431 + Penalty 2719.297013 = -336329.098418
  nChanged 3
		SP:Iteration 44Q (90101.190000 sec): 3 clusters
  Score: Raw -339049.384361 + Penalty 2719.297013 = -336330.087347
  nChanged 3
		SP:Iteration 45Q (90101.370000 sec): 3 clusters
  Score: Raw -339050.066264 + Penalty 2719.297013 = -336330.769251
  nChanged 0
		SP:Iteration 46F (90101.540000 sec): 3 clusters
  Score: Raw -339050.066264 + Penalty 2719.297013 = -336330.769251
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (7242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90101.640000 sec): 2 clusters
  Score: Raw -586965.724075 + Penalty 1444.243562 = -585521.480513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90101.790000 sec): 3 clusters
  Score: Raw -582989.647625 + Penalty 2888.487124 = -580101.160501
  nChanged 3127
		SP:Iteration 1F (90101.950000 sec): 3 clusters
  Score: Raw -585109.043642 + Penalty 2888.487124 = -582220.556517
  nChanged 723
		SP:Iteration 2F (90102.160000 sec): 3 clusters
  Score: Raw -585838.449729 + Penalty 2888.487124 = -582949.962604
  nChanged 643
		SP:Iteration 3F (90102.360000 sec): 3 clusters
  Score: Raw -586444.814908 + Penalty 2888.487124 = -583556.327784
  nChanged 500
		SP:Iteration 4F (90102.560000 sec): 3 clusters
  Score: Raw -586890.874996 + Penalty 2888.487124 = -584002.387872
  nChanged 406
		SP:Iteration 5F (90102.760000 sec): 3 clusters
  Score: Raw -587211.505812 + Penalty 2888.487124 = -584323.018688
  nChanged 339
		SP:Iteration 6Q (90102.960000 sec): 3 clusters
  Score: Raw -587423.715346 + Penalty 2888.487124 = -584535.228222
  nChanged 245
		SP:Iteration 7Q (90103.160000 sec): 3 clusters
  Score: Raw -587559.174302 + Penalty 2888.487124 = -584670.687177
  nChanged 178
		SP:Iteration 8Q (90103.370000 sec): 3 clusters
  Score: Raw -587646.668795 + Penalty 2888.487124 = -584758.181671
  nChanged 161
		SP:Iteration 9Q (90103.480000 sec): 3 clusters
  Score: Raw -587712.670798 + Penalty 2888.487124 = -584824.183674
  nChanged 129
		SP:Iteration 10Q (90103.680000 sec): 3 clusters
  Score: Raw -587759.920937 + Penalty 2888.487124 = -584871.433813
  nChanged 101
		SP:Iteration 11Q (90103.890000 sec): 3 clusters
  Score: Raw -587789.550824 + Penalty 2888.487124 = -584901.063700
  nChanged 56
		SP:Iteration 12Q (90104.090000 sec): 3 clusters
  Score: Raw -587803.609264 + Penalty 2888.487124 = -584915.122139
  nChanged 59
		SP:Iteration 13Q (90104.290000 sec): 3 clusters
  Score: Raw -587817.687046 + Penalty 2888.487124 = -584929.199922
  nChanged 46
		SP:Iteration 14Q (90104.490000 sec): 3 clusters
  Score: Raw -587827.955727 + Penalty 2888.487124 = -584939.468603
  nChanged 38
		SP:Iteration 15Q (90104.690000 sec): 3 clusters
  Score: Raw -587835.910735 + Penalty 2888.487124 = -584947.423610
  nChanged 30
		SP:Iteration 16Q (90104.930000 sec): 3 clusters
  Score: Raw -587841.985908 + Penalty 2888.487124 = -584953.498784
  nChanged 24
		SP:Iteration 17Q (90105.130000 sec): 3 clusters
  Score: Raw -587847.676338 + Penalty 2888.487124 = -584959.189213
  nChanged 30
		SP:Iteration 18Q (90105.340000 sec): 3 clusters
  Score: Raw -587853.138909 + Penalty 2888.487124 = -584964.651785
  nChanged 17
		SP:Iteration 19Q (90105.540000 sec): 3 clusters
  Score: Raw -587856.259366 + Penalty 2888.487124 = -584967.772241
  nChanged 13
		SP:Iteration 20F (90105.740000 sec): 3 clusters
  Score: Raw -587857.994353 + Penalty 2888.487124 = -584969.507229
  nChanged 12
		SP:Iteration 21Q (90105.940000 sec): 3 clusters
  Score: Raw -587859.741878 + Penalty 2888.487124 = -584971.254754
  nChanged 8
		SP:Iteration 22Q (90106.130000 sec): 3 clusters
  Score: Raw -587860.859729 + Penalty 2888.487124 = -584972.372605
  nChanged 9
		SP:Iteration 23Q (90106.250000 sec): 3 clusters
  Score: Raw -587863.323653 + Penalty 2888.487124 = -584974.836529
  nChanged 10
		SP:Iteration 24Q (90106.460000 sec): 3 clusters
  Score: Raw -587865.035429 + Penalty 2888.487124 = -584976.548304
  nChanged 8
		SP:Iteration 25Q (90106.620000 sec): 3 clusters
  Score: Raw -587866.343214 + Penalty 2888.487124 = -584977.856090
  nChanged 7
		SP:Iteration 26Q (90106.750000 sec): 3 clusters
  Score: Raw -587868.130149 + Penalty 2888.487124 = -584979.643025
  nChanged 10
		SP:Iteration 27Q (90106.850000 sec): 3 clusters
  Score: Raw -587869.932808 + Penalty 2888.487124 = -584981.445684
  nChanged 13
		SP:Iteration 28Q (90107.070000 sec): 3 clusters
  Score: Raw -587873.116290 + Penalty 2888.487124 = -584984.629166
  nChanged 17
		SP:Iteration 29Q (90107.270000 sec): 3 clusters
  Score: Raw -587876.736901 + Penalty 2888.487124 = -584988.249777
  nChanged 17
		SP:Iteration 30Q (90107.470000 sec): 3 clusters
  Score: Raw -587879.745593 + Penalty 2888.487124 = -584991.258469
  nChanged 9
		SP:Iteration 31Q (90107.680000 sec): 3 clusters
  Score: Raw -587880.977728 + Penalty 2888.487124 = -584992.490603
  nChanged 6
		SP:Iteration 32Q (90107.910000 sec): 3 clusters
  Score: Raw -587882.556835 + Penalty 2888.487124 = -584994.069711
  nChanged 7
		SP:Iteration 33Q (90108.070000 sec): 3 clusters
  Score: Raw -587883.460897 + Penalty 2888.487124 = -584994.973772
  nChanged 6
		SP:Iteration 34Q (90108.270000 sec): 3 clusters
  Score: Raw -587884.170292 + Penalty 2888.487124 = -584995.683168
  nChanged 0
		SP:Iteration 35F (90108.480000 sec): 3 clusters
  Score: Raw -587884.170292 + Penalty 2888.487124 = -584995.683168
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (11900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90108.610000 sec): 2 clusters
  Score: Raw -1024656.306631 + Penalty 1524.947723 = -1023131.358908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90108.890000 sec): 3 clusters
  Score: Raw -1017728.455377 + Penalty 3049.895446 = -1014678.559932
  nChanged 5305
		SP:Iteration 1F (90109.140000 sec): 3 clusters
  Score: Raw -1020860.670799 + Penalty 3049.895446 = -1017810.775354
  nChanged 898
		SP:Iteration 2F (90109.390000 sec): 3 clusters
  Score: Raw -1021423.913362 + Penalty 3049.895446 = -1018374.017916
  nChanged 824
		SP:Iteration 3F (90109.650000 sec): 3 clusters
  Score: Raw -1021928.169071 + Penalty 3049.895446 = -1018878.273626
  nChanged 733
		SP:Iteration 4F (90109.850000 sec): 3 clusters
  Score: Raw -1022371.470943 + Penalty 3049.895446 = -1019321.575498
  nChanged 641
		SP:Iteration 5F (90110.070000 sec): 3 clusters
  Score: Raw -1022757.738215 + Penalty 3049.895446 = -1019707.842769
  nChanged 547
		SP:Iteration 6Q (90110.270000 sec): 3 clusters
  Score: Raw -1023090.272567 + Penalty 3049.895446 = -1020040.377121
  nChanged 505
		SP:Iteration 7Q (90110.530000 sec): 3 clusters
  Score: Raw -1023341.992090 + Penalty 3049.895446 = -1020292.096644
  nChanged 395
		SP:Iteration 8Q (90110.750000 sec): 3 clusters
  Score: Raw -1023520.113730 + Penalty 3049.895446 = -1020470.218284
  nChanged 347
		SP:Iteration 9Q (90111.050000 sec): 3 clusters
  Score: Raw -1023667.215253 + Penalty 3049.895446 = -1020617.319807
  nChanged 307
		SP:Iteration 10Q (90111.260000 sec): 3 clusters
  Score: Raw -1023798.630205 + Penalty 3049.895446 = -1020748.734759
  nChanged 274
		SP:Iteration 11Q (90111.520000 sec): 3 clusters
  Score: Raw -1023919.763049 + Penalty 3049.895446 = -1020869.867603
  nChanged 275
		SP:Iteration 12Q (90111.810000 sec): 3 clusters
  Score: Raw -1024037.220791 + Penalty 3049.895446 = -1020987.325346
  nChanged 247
		SP:Iteration 13Q (90112.000000 sec): 3 clusters
  Score: Raw -1024158.215575 + Penalty 3049.895446 = -1021108.320130
  nChanged 252
		SP:Iteration 14Q (90112.230000 sec): 3 clusters
  Score: Raw -1024342.884257 + Penalty 3049.895446 = -1021292.988812
  nChanged 293
		SP:Iteration 15Q (90112.520000 sec): 3 clusters
  Score: Raw -1024562.215625 + Penalty 3049.895446 = -1021512.320179
  nChanged 297
		SP:Iteration 16Q (90112.700000 sec): 3 clusters
  Score: Raw -1024752.211208 + Penalty 3049.895446 = -1021702.315763
  nChanged 280
		SP:Iteration 17Q (90112.950000 sec): 3 clusters
  Score: Raw -1024923.438343 + Penalty 3049.895446 = -1021873.542898
  nChanged 215
		SP:Iteration 18Q (90113.170000 sec): 3 clusters
  Score: Raw -1025048.366013 + Penalty 3049.895446 = -1021998.470567
  nChanged 193
		SP:Iteration 19Q (90113.340000 sec): 3 clusters
  Score: Raw -1025138.901296 + Penalty 3049.895446 = -1022089.005850
  nChanged 161
		SP:Iteration 20F (90113.600000 sec): 3 clusters
  Score: Raw -1025209.936101 + Penalty 3049.895446 = -1022160.040655
  nChanged 161
		SP:Iteration 21Q (90113.860000 sec): 3 clusters
  Score: Raw -1025286.362095 + Penalty 3049.895446 = -1022236.466650
  nChanged 128
		SP:Iteration 22Q (90114.130000 sec): 3 clusters
  Score: Raw -1025350.179675 + Penalty 3049.895446 = -1022300.284230
  nChanged 118
		SP:Iteration 23Q (90114.290000 sec): 3 clusters
  Score: Raw -1025394.668746 + Penalty 3049.895446 = -1022344.773300
  nChanged 90
		SP:Iteration 24Q (90114.540000 sec): 3 clusters
  Score: Raw -1025428.069218 + Penalty 3049.895446 = -1022378.173772
  nChanged 85
		SP:Iteration 25Q (90114.790000 sec): 3 clusters
  Score: Raw -1025458.844964 + Penalty 3049.895446 = -1022408.949519
  nChanged 77
		SP:Iteration 26Q (90115.040000 sec): 3 clusters
  Score: Raw -1025485.105366 + Penalty 3049.895446 = -1022435.209921
  nChanged 71
		SP:Iteration 27Q (90115.210000 sec): 3 clusters
  Score: Raw -1025503.726439 + Penalty 3049.895446 = -1022453.830993
  nChanged 54
		SP:Iteration 28Q (90115.430000 sec): 3 clusters
  Score: Raw -1025516.903858 + Penalty 3049.895446 = -1022467.008412
  nChanged 44
		SP:Iteration 29Q (90115.640000 sec): 3 clusters
  Score: Raw -1025527.707284 + Penalty 3049.895446 = -1022477.811838
  nChanged 28
		SP:Iteration 30Q (90115.800000 sec): 3 clusters
  Score: Raw -1025534.587781 + Penalty 3049.895446 = -1022484.692335
  nChanged 26
		SP:Iteration 31Q (90116.030000 sec): 3 clusters
  Score: Raw -1025539.421873 + Penalty 3049.895446 = -1022489.526427
  nChanged 26
		SP:Iteration 32Q (90116.320000 sec): 3 clusters
  Score: Raw -1025545.297738 + Penalty 3049.895446 = -1022495.402293
  nChanged 27
		SP:Iteration 33Q (90116.500000 sec): 3 clusters
  Score: Raw -1025549.563864 + Penalty 3049.895446 = -1022499.668418
  nChanged 20
		SP:Iteration 34Q (90116.750000 sec): 3 clusters
  Score: Raw -1025552.863320 + Penalty 3049.895446 = -1022502.967874
  nChanged 15
		SP:Iteration 35Q (90117.040000 sec): 3 clusters
  Score: Raw -1025556.267369 + Penalty 3049.895446 = -1022506.371924
  nChanged 27
		SP:Iteration 36Q (90117.220000 sec): 3 clusters
  Score: Raw -1025560.842717 + Penalty 3049.895446 = -1022510.947272
  nChanged 27
		SP:Iteration 37Q (90117.470000 sec): 3 clusters
  Score: Raw -1025567.618528 + Penalty 3049.895446 = -1022517.723082
  nChanged 27
		SP:Iteration 38Q (90117.720000 sec): 3 clusters
  Score: Raw -1025572.462716 + Penalty 3049.895446 = -1022522.567271
  nChanged 21
		SP:Iteration 39Q (90117.970000 sec): 3 clusters
  Score: Raw -1025576.672688 + Penalty 3049.895446 = -1022526.777242
  nChanged 25
		SP:Iteration 40F (90118.220000 sec): 3 clusters
  Score: Raw -1025580.410344 + Penalty 3049.895446 = -1022530.514898
  nChanged 16
		SP:Iteration 41Q (90118.470000 sec): 3 clusters
  Score: Raw -1025582.468378 + Penalty 3049.895446 = -1022532.572932
  nChanged 9
		SP:Iteration 42Q (90118.720000 sec): 3 clusters
  Score: Raw -1025583.838056 + Penalty 3049.895446 = -1022533.942610
  nChanged 7
		SP:Iteration 43Q (90118.980000 sec): 3 clusters
  Score: Raw -1025584.835865 + Penalty 3049.895446 = -1022534.940419
  nChanged 8
		SP:Iteration 44Q (90119.230000 sec): 3 clusters
  Score: Raw -1025585.822986 + Penalty 3049.895446 = -1022535.927540
  nChanged 8
		SP:Iteration 45Q (90119.450000 sec): 3 clusters
  Score: Raw -1025587.133385 + Penalty 3049.895446 = -1022537.237939
  nChanged 6
		SP:Iteration 46Q (90119.650000 sec): 3 clusters
  Score: Raw -1025588.227012 + Penalty 3049.895446 = -1022538.331566
  nChanged 8
		SP:Iteration 47Q (90119.860000 sec): 3 clusters
  Score: Raw -1025589.014258 + Penalty 3049.895446 = -1022539.118812
  nChanged 6
		SP:Iteration 48Q (90120.120000 sec): 3 clusters
  Score: Raw -1025589.624063 + Penalty 3049.895446 = -1022539.728618
  nChanged 3
		SP:Iteration 49Q (90120.360000 sec): 3 clusters
  Score: Raw -1025589.879155 + Penalty 3049.895446 = -1022539.983709
  nChanged 3
		SP:Iteration 50Q (90120.580000 sec): 3 clusters
  Score: Raw -1025590.152779 + Penalty 3049.895446 = -1022540.257334
  nChanged 1
		SP:Iteration 51Q (90120.780000 sec): 3 clusters
  Score: Raw -1025590.251076 + Penalty 3049.895446 = -1022540.355631
  nChanged 1
		SP:Iteration 52Q (90120.990000 sec): 3 clusters
  Score: Raw -1025590.281583 + Penalty 3049.895446 = -1022540.386137
  nChanged 0
		SP:Iteration 53F (90121.250000 sec): 3 clusters
  Score: Raw -1025590.281583 + Penalty 3049.895446 = -1022540.386137
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90121.330000 sec): 2 clusters
  Score: Raw -490441.078002 + Penalty 1387.802586 = -489053.275416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90121.440000 sec): 3 clusters
  Score: Raw -487711.729784 + Penalty 2775.605173 = -484936.124611
  nChanged 2119
		SP:Iteration 1F (90121.530000 sec): 3 clusters
  Score: Raw -488936.662256 + Penalty 2775.605173 = -486161.057083
  nChanged 397
		SP:Iteration 2F (90121.640000 sec): 3 clusters
  Score: Raw -489170.355747 + Penalty 2775.605173 = -486394.750574
  nChanged 294
		SP:Iteration 3F (90121.800000 sec): 3 clusters
  Score: Raw -489326.403833 + Penalty 2775.605173 = -486550.798661
  nChanged 233
		SP:Iteration 4Q (90121.980000 sec): 3 clusters
  Score: Raw -489454.476720 + Penalty 2775.605173 = -486678.871547
  nChanged 198
		SP:Iteration 5Q (90122.150000 sec): 3 clusters
  Score: Raw -489552.307149 + Penalty 2775.605173 = -486776.701976
  nChanged 168
		SP:Iteration 6Q (90122.330000 sec): 3 clusters
  Score: Raw -489628.268892 + Penalty 2775.605173 = -486852.663719
  nChanged 148
		SP:Iteration 7Q (90122.500000 sec): 3 clusters
  Score: Raw -489697.414057 + Penalty 2775.605173 = -486921.808884
  nChanged 146
		SP:Iteration 8Q (90122.680000 sec): 3 clusters
  Score: Raw -489757.297454 + Penalty 2775.605173 = -486981.692281
  nChanged 101
		SP:Iteration 9Q (90122.850000 sec): 3 clusters
  Score: Raw -489794.445401 + Penalty 2775.605173 = -487018.840228
  nChanged 88
		SP:Iteration 10Q (90123.020000 sec): 3 clusters
  Score: Raw -489831.476081 + Penalty 2775.605173 = -487055.870908
  nChanged 90
		SP:Iteration 11Q (90123.120000 sec): 3 clusters
  Score: Raw -489870.698024 + Penalty 2775.605173 = -487095.092851
  nChanged 86
		SP:Iteration 12Q (90123.220000 sec): 3 clusters
  Score: Raw -489907.851434 + Penalty 2775.605173 = -487132.246261
  nChanged 87
		SP:Iteration 13Q (90123.330000 sec): 3 clusters
  Score: Raw -489945.064704 + Penalty 2775.605173 = -487169.459531
  nChanged 81
		SP:Iteration 14Q (90123.420000 sec): 3 clusters
  Score: Raw -489977.615403 + Penalty 2775.605173 = -487202.010230
  nChanged 72
		SP:Iteration 15Q (90123.610000 sec): 3 clusters
  Score: Raw -490008.752598 + Penalty 2775.605173 = -487233.147425
  nChanged 69
		SP:Iteration 16Q (90123.870000 sec): 3 clusters
  Score: Raw -490033.312602 + Penalty 2775.605173 = -487257.707429
  nChanged 56
		SP:Iteration 17Q (90124.010000 sec): 3 clusters
  Score: Raw -490053.048953 + Penalty 2775.605173 = -487277.443780
  nChanged 53
		SP:Iteration 18Q (90124.180000 sec): 3 clusters
  Score: Raw -490074.462329 + Penalty 2775.605173 = -487298.857157
  nChanged 46
		SP:Iteration 19Q (90124.350000 sec): 3 clusters
  Score: Raw -490095.964714 + Penalty 2775.605173 = -487320.359542
  nChanged 54
		SP:Iteration 20F (90124.530000 sec): 3 clusters
  Score: Raw -490117.568734 + Penalty 2775.605173 = -487341.963561
  nChanged 44
		SP:Iteration 21Q (90124.700000 sec): 3 clusters
  Score: Raw -490135.254018 + Penalty 2775.605173 = -487359.648845
  nChanged 44
		SP:Iteration 22Q (90124.880000 sec): 3 clusters
  Score: Raw -490152.425502 + Penalty 2775.605173 = -487376.820329
  nChanged 53
		SP:Iteration 23Q (90125.050000 sec): 3 clusters
  Score: Raw -490174.424209 + Penalty 2775.605173 = -487398.819036
  nChanged 46
		SP:Iteration 24Q (90125.230000 sec): 3 clusters
  Score: Raw -490191.520044 + Penalty 2775.605173 = -487415.914871
  nChanged 37
		SP:Iteration 25Q (90125.400000 sec): 3 clusters
  Score: Raw -490202.956273 + Penalty 2775.605173 = -487427.351100
  nChanged 30
		SP:Iteration 26Q (90125.570000 sec): 3 clusters
  Score: Raw -490214.763530 + Penalty 2775.605173 = -487439.158357
  nChanged 38
		SP:Iteration 27Q (90125.750000 sec): 3 clusters
  Score: Raw -490228.370660 + Penalty 2775.605173 = -487452.765487
  nChanged 28
		SP:Iteration 28Q (90125.930000 sec): 3 clusters
  Score: Raw -490237.995674 + Penalty 2775.605173 = -487462.390501
  nChanged 17
		SP:Iteration 29Q (90126.100000 sec): 3 clusters
  Score: Raw -490246.165409 + Penalty 2775.605173 = -487470.560237
  nChanged 22
		SP:Iteration 30Q (90126.270000 sec): 3 clusters
  Score: Raw -490253.702876 + Penalty 2775.605173 = -487478.097703
  nChanged 19
		SP:Iteration 31Q (90126.490000 sec): 3 clusters
  Score: Raw -490260.497309 + Penalty 2775.605173 = -487484.892136
  nChanged 23
		SP:Iteration 32Q (90126.670000 sec): 3 clusters
  Score: Raw -490267.825379 + Penalty 2775.605173 = -487492.220206
  nChanged 19
		SP:Iteration 33Q (90126.810000 sec): 3 clusters
  Score: Raw -490273.844638 + Penalty 2775.605173 = -487498.239466
  nChanged 21
		SP:Iteration 34Q (90126.990000 sec): 3 clusters
  Score: Raw -490283.169702 + Penalty 2775.605173 = -487507.564530
  nChanged 18
		SP:Iteration 35Q (90127.160000 sec): 3 clusters
  Score: Raw -490289.464060 + Penalty 2775.605173 = -487513.858887
  nChanged 12
		SP:Iteration 36Q (90127.330000 sec): 3 clusters
  Score: Raw -490294.657880 + Penalty 2775.605173 = -487519.052707
  nChanged 23
		SP:Iteration 37Q (90127.510000 sec): 3 clusters
  Score: Raw -490304.446344 + Penalty 2775.605173 = -487528.841171
  nChanged 26
		SP:Iteration 38Q (90127.680000 sec): 3 clusters
  Score: Raw -490313.752927 + Penalty 2775.605173 = -487538.147754
  nChanged 24
		SP:Iteration 39Q (90127.860000 sec): 3 clusters
  Score: Raw -490322.432311 + Penalty 2775.605173 = -487546.827138
  nChanged 19
		SP:Iteration 40F (90128.030000 sec): 3 clusters
  Score: Raw -490331.099489 + Penalty 2775.605173 = -487555.494316
  nChanged 20
		SP:Iteration 41Q (90128.210000 sec): 3 clusters
  Score: Raw -490339.851421 + Penalty 2775.605173 = -487564.246248
  nChanged 25
		SP:Iteration 42Q (90128.380000 sec): 3 clusters
  Score: Raw -490350.498544 + Penalty 2775.605173 = -487574.893372
  nChanged 21
		SP:Iteration 43Q (90128.550000 sec): 3 clusters
  Score: Raw -490358.572259 + Penalty 2775.605173 = -487582.967086
  nChanged 24
		SP:Iteration 44Q (90128.730000 sec): 3 clusters
  Score: Raw -490368.845484 + Penalty 2775.605173 = -487593.240311
  nChanged 24
		SP:Iteration 45Q (90128.900000 sec): 3 clusters
  Score: Raw -490378.785664 + Penalty 2775.605173 = -487603.180491
  nChanged 29
		SP:Iteration 46Q (90129.060000 sec): 3 clusters
  Score: Raw -490390.926190 + Penalty 2775.605173 = -487615.321017
  nChanged 21
		SP:Iteration 47Q (90129.230000 sec): 3 clusters
  Score: Raw -490401.850065 + Penalty 2775.605173 = -487626.244892
  nChanged 22
		SP:Iteration 48Q (90129.430000 sec): 3 clusters
  Score: Raw -490416.854958 + Penalty 2775.605173 = -487641.249785
  nChanged 28
		SP:Iteration 49Q (90129.650000 sec): 3 clusters
  Score: Raw -490434.459665 + Penalty 2775.605173 = -487658.854493
  nChanged 32
		SP:Iteration 50Q (90129.830000 sec): 3 clusters
  Score: Raw -490449.606312 + Penalty 2775.605173 = -487674.001139
  nChanged 33
		SP:Iteration 51Q (90129.970000 sec): 3 clusters
  Score: Raw -490465.700751 + Penalty 2775.605173 = -487690.095578
  nChanged 17
		SP:Iteration 52Q (90130.190000 sec): 3 clusters
  Score: Raw -490473.064296 + Penalty 2775.605173 = -487697.459123
  nChanged 21
		SP:Iteration 53Q (90130.360000 sec): 3 clusters
  Score: Raw -490482.298335 + Penalty 2775.605173 = -487706.693163
  nChanged 20
		SP:Iteration 54Q (90130.510000 sec): 3 clusters
  Score: Raw -490491.370068 + Penalty 2775.605173 = -487715.764895
  nChanged 20
		SP:Iteration 55Q (90130.690000 sec): 3 clusters
  Score: Raw -490503.068412 + Penalty 2775.605173 = -487727.463239
  nChanged 21
		SP:Iteration 56Q (90130.860000 sec): 3 clusters
  Score: Raw -490518.469757 + Penalty 2775.605173 = -487742.864584
  nChanged 21
		SP:Iteration 57Q (90131.030000 sec): 3 clusters
  Score: Raw -490531.832724 + Penalty 2775.605173 = -487756.227551
  nChanged 23
		SP:Iteration 58Q (90131.210000 sec): 3 clusters
  Score: Raw -490548.805282 + Penalty 2775.605173 = -487773.200109
  nChanged 24
		SP:Iteration 59Q (90131.390000 sec): 3 clusters
  Score: Raw -490567.592997 + Penalty 2775.605173 = -487791.987824
  nChanged 27
		SP:Iteration 60F (90131.560000 sec): 3 clusters
  Score: Raw -490589.460225 + Penalty 2775.605173 = -487813.855052
  nChanged 30
		SP:Iteration 61Q (90131.730000 sec): 3 clusters
  Score: Raw -490613.364104 + Penalty 2775.605173 = -487837.758932
  nChanged 31
		SP:Iteration 62Q (90131.910000 sec): 3 clusters
  Score: Raw -490636.176124 + Penalty 2775.605173 = -487860.570951
  nChanged 22
		SP:Iteration 63Q (90132.080000 sec): 3 clusters
  Score: Raw -490652.160456 + Penalty 2775.605173 = -487876.555283
  nChanged 24
		SP:Iteration 64Q (90132.260000 sec): 3 clusters
  Score: Raw -490670.728622 + Penalty 2775.605173 = -487895.123450
  nChanged 17
		SP:Iteration 65Q (90132.410000 sec): 3 clusters
  Score: Raw -490681.880741 + Penalty 2775.605173 = -487906.275568
  nChanged 10
		SP:Iteration 66Q (90132.510000 sec): 3 clusters
  Score: Raw -490689.774524 + Penalty 2775.605173 = -487914.169351
  nChanged 11
		SP:Iteration 67Q (90132.700000 sec): 3 clusters
  Score: Raw -490698.449644 + Penalty 2775.605173 = -487922.844471
  nChanged 12
		SP:Iteration 68Q (90132.870000 sec): 3 clusters
  Score: Raw -490703.271302 + Penalty 2775.605173 = -487927.666129
  nChanged 6
		SP:Iteration 69Q (90133.050000 sec): 3 clusters
  Score: Raw -490706.137836 + Penalty 2775.605173 = -487930.532664
  nChanged 2
		SP:Iteration 70Q (90133.220000 sec): 3 clusters
  Score: Raw -490707.774169 + Penalty 2775.605173 = -487932.168996
  nChanged 2
		SP:Iteration 71Q (90133.400000 sec): 3 clusters
  Score: Raw -490708.927737 + Penalty 2775.605173 = -487933.322565
  nChanged 2
		SP:Iteration 72Q (90133.570000 sec): 3 clusters
  Score: Raw -490709.834756 + Penalty 2775.605173 = -487934.229583
  nChanged 1
		SP:Iteration 73Q (90133.750000 sec): 3 clusters
  Score: Raw -490710.537777 + Penalty 2775.605173 = -487934.932604
  nChanged 2
		SP:Iteration 74Q (90133.920000 sec): 3 clusters
  Score: Raw -490711.583617 + Penalty 2775.605173 = -487935.978444
  nChanged 2
		SP:Iteration 75Q (90134.090000 sec): 3 clusters
  Score: Raw -490712.479098 + Penalty 2775.605173 = -487936.873925
  nChanged 0
		SP:Iteration 76F (90134.270000 sec): 3 clusters
  Score: Raw -490712.479098 + Penalty 2775.605173 = -487936.873925
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (8633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90134.370000 sec): 2 clusters
  Score: Raw -818188.700710 + Penalty 1472.793944 = -816715.906766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90134.580000 sec): 3 clusters
  Score: Raw -813374.792403 + Penalty 2945.587888 = -810429.204515
  nChanged 3708
		SP:Iteration 1F (90134.820000 sec): 3 clusters
  Score: Raw -815391.470357 + Penalty 2945.587888 = -812445.882469
  nChanged 554
		SP:Iteration 2F (90135.010000 sec): 3 clusters
  Score: Raw -815652.877812 + Penalty 2945.587888 = -812707.289923
  nChanged 447
		SP:Iteration 3F (90135.210000 sec): 3 clusters
  Score: Raw -815857.471342 + Penalty 2945.587888 = -812911.883454
  nChanged 392
		SP:Iteration 4Q (90135.400000 sec): 3 clusters
  Score: Raw -816042.531474 + Penalty 2945.587888 = -813096.943586
  nChanged 369
		SP:Iteration 5Q (90135.590000 sec): 3 clusters
  Score: Raw -816200.437642 + Penalty 2945.587888 = -813254.849754
  nChanged 321
		SP:Iteration 6Q (90135.790000 sec): 3 clusters
  Score: Raw -816319.281065 + Penalty 2945.587888 = -813373.693177
  nChanged 269
		SP:Iteration 7Q (90135.990000 sec): 3 clusters
  Score: Raw -816407.009259 + Penalty 2945.587888 = -813461.421371
  nChanged 213
		SP:Iteration 8Q (90136.170000 sec): 3 clusters
  Score: Raw -816478.172354 + Penalty 2945.587888 = -813532.584466
  nChanged 173
		SP:Iteration 9Q (90136.370000 sec): 3 clusters
  Score: Raw -816539.199981 + Penalty 2945.587888 = -813593.612093
  nChanged 184
		SP:Iteration 10Q (90136.570000 sec): 3 clusters
  Score: Raw -816591.046844 + Penalty 2945.587888 = -813645.458955
  nChanged 161
		SP:Iteration 11Q (90136.760000 sec): 3 clusters
  Score: Raw -816639.152971 + Penalty 2945.587888 = -813693.565083
  nChanged 175
		SP:Iteration 12Q (90136.950000 sec): 3 clusters
  Score: Raw -816698.411588 + Penalty 2945.587888 = -813752.823700
  nChanged 197
		SP:Iteration 13Q (90137.150000 sec): 3 clusters
  Score: Raw -816764.101670 + Penalty 2945.587888 = -813818.513782
  nChanged 216
		SP:Iteration 14Q (90137.340000 sec): 3 clusters
  Score: Raw -816847.768369 + Penalty 2945.587888 = -813902.180481
  nChanged 259
		SP:Iteration 15Q (90137.530000 sec): 3 clusters
  Score: Raw -816967.613167 + Penalty 2945.587888 = -814022.025278
  nChanged 298
		SP:Iteration 16Q (90137.730000 sec): 3 clusters
  Score: Raw -817117.711926 + Penalty 2945.587888 = -814172.124038
  nChanged 326
		SP:Iteration 17Q (90137.920000 sec): 3 clusters
  Score: Raw -817298.379484 + Penalty 2945.587888 = -814352.791596
  nChanged 347
		SP:Iteration 18Q (90138.120000 sec): 3 clusters
  Score: Raw -817493.550069 + Penalty 2945.587888 = -814547.962180
  nChanged 279
		SP:Iteration 19Q (90138.310000 sec): 3 clusters
  Score: Raw -817653.982579 + Penalty 2945.587888 = -814708.394690
  nChanged 219
		SP:Iteration 20F (90138.500000 sec): 3 clusters
  Score: Raw -817774.897907 + Penalty 2945.587888 = -814829.310018
  nChanged 170
		SP:Iteration 21Q (90138.700000 sec): 3 clusters
  Score: Raw -817876.157854 + Penalty 2945.587888 = -814930.569966
  nChanged 143
		SP:Iteration 22Q (90138.920000 sec): 3 clusters
  Score: Raw -817971.324251 + Penalty 2945.587888 = -815025.736363
  nChanged 114
		SP:Iteration 23Q (90139.100000 sec): 3 clusters
  Score: Raw -818050.055827 + Penalty 2945.587888 = -815104.467939
  nChanged 97
		SP:Iteration 24Q (90139.280000 sec): 3 clusters
  Score: Raw -818108.649458 + Penalty 2945.587888 = -815163.061570
  nChanged 74
		SP:Iteration 25Q (90139.410000 sec): 3 clusters
  Score: Raw -818158.495013 + Penalty 2945.587888 = -815212.907125
  nChanged 62
		SP:Iteration 26Q (90139.610000 sec): 3 clusters
  Score: Raw -818201.320200 + Penalty 2945.587888 = -815255.732312
  nChanged 50
		SP:Iteration 27Q (90139.880000 sec): 3 clusters
  Score: Raw -818239.161362 + Penalty 2945.587888 = -815293.573474
  nChanged 41
		SP:Iteration 28Q (90140.000000 sec): 3 clusters
  Score: Raw -818263.575350 + Penalty 2945.587888 = -815317.987461
  nChanged 28
		SP:Iteration 29Q (90140.180000 sec): 3 clusters
  Score: Raw -818278.017037 + Penalty 2945.587888 = -815332.429149
  nChanged 24
		SP:Iteration 30Q (90140.320000 sec): 3 clusters
  Score: Raw -818290.538919 + Penalty 2945.587888 = -815344.951031
  nChanged 20
		SP:Iteration 31Q (90140.550000 sec): 3 clusters
  Score: Raw -818302.031600 + Penalty 2945.587888 = -815356.443712
  nChanged 16
		SP:Iteration 32Q (90140.740000 sec): 3 clusters
  Score: Raw -818310.756181 + Penalty 2945.587888 = -815365.168293
  nChanged 10
		SP:Iteration 33Q (90140.930000 sec): 3 clusters
  Score: Raw -818316.973006 + Penalty 2945.587888 = -815371.385118
  nChanged 8
		SP:Iteration 34Q (90141.130000 sec): 3 clusters
  Score: Raw -818321.957142 + Penalty 2945.587888 = -815376.369254
  nChanged 7
		SP:Iteration 35Q (90141.330000 sec): 3 clusters
  Score: Raw -818327.059061 + Penalty 2945.587888 = -815381.471173
  nChanged 11
		SP:Iteration 36Q (90141.520000 sec): 3 clusters
  Score: Raw -818332.340088 + Penalty 2945.587888 = -815386.752200
  nChanged 9
		SP:Iteration 37Q (90141.710000 sec): 3 clusters
  Score: Raw -818336.677476 + Penalty 2945.587888 = -815391.089588
  nChanged 10
		SP:Iteration 38Q (90141.910000 sec): 3 clusters
  Score: Raw -818340.371556 + Penalty 2945.587888 = -815394.783668
  nChanged 7
		SP:Iteration 39Q (90142.100000 sec): 3 clusters
  Score: Raw -818346.154036 + Penalty 2945.587888 = -815400.566148
  nChanged 9
		SP:Iteration 40F (90142.290000 sec): 3 clusters
  Score: Raw -818354.356012 + Penalty 2945.587888 = -815408.768124
  nChanged 9
		SP:Iteration 41Q (90142.490000 sec): 3 clusters
  Score: Raw -818360.149334 + Penalty 2945.587888 = -815414.561446
  nChanged 8
		SP:Iteration 42Q (90142.680000 sec): 3 clusters
  Score: Raw -818364.442019 + Penalty 2945.587888 = -815418.854131
  nChanged 4
		SP:Iteration 43Q (90142.870000 sec): 3 clusters
  Score: Raw -818366.775714 + Penalty 2945.587888 = -815421.187826
  nChanged 5
		SP:Iteration 44Q (90143.070000 sec): 3 clusters
  Score: Raw -818370.073468 + Penalty 2945.587888 = -815424.485580
  nChanged 6
		SP:Iteration 45Q (90143.270000 sec): 3 clusters
  Score: Raw -818376.291051 + Penalty 2945.587888 = -815430.703162
  nChanged 8
		SP:Iteration 46Q (90143.460000 sec): 3 clusters
  Score: Raw -818379.803343 + Penalty 2945.587888 = -815434.215455
  nChanged 4
		SP:Iteration 47Q (90143.640000 sec): 3 clusters
  Score: Raw -818381.817243 + Penalty 2945.587888 = -815436.229355
  nChanged 3
		SP:Iteration 48Q (90143.760000 sec): 3 clusters
  Score: Raw -818384.583184 + Penalty 2945.587888 = -815438.995296
  nChanged 2
		SP:Iteration 49Q (90143.970000 sec): 3 clusters
  Score: Raw -818386.431663 + Penalty 2945.587888 = -815440.843774
  nChanged 3
		SP:Iteration 50Q (90144.160000 sec): 3 clusters
  Score: Raw -818387.830337 + Penalty 2945.587888 = -815442.242448
  nChanged 1
		SP:Iteration 51Q (90144.360000 sec): 3 clusters
  Score: Raw -818388.053791 + Penalty 2945.587888 = -815442.465903
  nChanged 2
		SP:Iteration 52Q (90144.550000 sec): 3 clusters
  Score: Raw -818388.829250 + Penalty 2945.587888 = -815443.241362
  nChanged 1
		SP:Iteration 53Q (90144.740000 sec): 3 clusters
  Score: Raw -818389.411202 + Penalty 2945.587888 = -815443.823314
  nChanged 1
		SP:Iteration 54Q (90144.980000 sec): 3 clusters
  Score: Raw -818389.661611 + Penalty 2945.587888 = -815444.073723
  nChanged 1
		SP:Iteration 55Q (90145.180000 sec): 3 clusters
  Score: Raw -818390.358705 + Penalty 2945.587888 = -815444.770816
  nChanged 1
		SP:Iteration 56Q (90145.370000 sec): 3 clusters
  Score: Raw -818390.691369 + Penalty 2945.587888 = -815445.103480
  nChanged 0
		SP:Iteration 57F (90145.560000 sec): 3 clusters
  Score: Raw -818390.691369 + Penalty 2945.587888 = -815445.103480
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (3895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90145.680000 sec): 2 clusters
  Score: Raw -261016.702258 + Penalty 1343.460456 = -259673.241803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90145.770000 sec): 3 clusters
  Score: Raw -259128.900971 + Penalty 2686.920911 = -256441.980060
  nChanged 1559
		SP:Iteration 1F (90145.840000 sec): 3 clusters
  Score: Raw -260489.090279 + Penalty 2686.920911 = -257802.169367
  nChanged 441
		SP:Iteration 2F (90145.920000 sec): 3 clusters
  Score: Raw -260998.551663 + Penalty 2686.920911 = -258311.630751
  nChanged 334
		SP:Iteration 3F (90146.000000 sec): 3 clusters
  Score: Raw -261328.084906 + Penalty 2686.920911 = -258641.163995
  nChanged 233
		SP:Iteration 4F (90146.080000 sec): 3 clusters
  Score: Raw -261545.616819 + Penalty 2686.920911 = -258858.695908
  nChanged 154
		SP:Iteration 5Q (90146.150000 sec): 3 clusters
  Score: Raw -261661.608076 + Penalty 2686.920911 = -258974.687164
  nChanged 117
		SP:Iteration 6Q (90146.230000 sec): 3 clusters
  Score: Raw -261728.377198 + Penalty 2686.920911 = -259041.456287
  nChanged 77
		SP:Iteration 7Q (90146.300000 sec): 3 clusters
  Score: Raw -261773.315754 + Penalty 2686.920911 = -259086.394842
  nChanged 64
		SP:Iteration 8Q (90146.380000 sec): 3 clusters
  Score: Raw -261805.598068 + Penalty 2686.920911 = -259118.677157
  nChanged 59
		SP:Iteration 9Q (90146.460000 sec): 3 clusters
  Score: Raw -261832.042053 + Penalty 2686.920911 = -259145.121141
  nChanged 39
		SP:Iteration 10Q (90146.530000 sec): 3 clusters
  Score: Raw -261849.808110 + Penalty 2686.920911 = -259162.887198
  nChanged 42
		SP:Iteration 11Q (90146.610000 sec): 3 clusters
  Score: Raw -261866.847144 + Penalty 2686.920911 = -259179.926233
  nChanged 37
		SP:Iteration 12Q (90146.680000 sec): 3 clusters
  Score: Raw -261877.921229 + Penalty 2686.920911 = -259191.000317
  nChanged 21
		SP:Iteration 13Q (90146.760000 sec): 3 clusters
  Score: Raw -261884.901323 + Penalty 2686.920911 = -259197.980411
  nChanged 17
		SP:Iteration 14Q (90146.840000 sec): 3 clusters
  Score: Raw -261888.971243 + Penalty 2686.920911 = -259202.050331
  nChanged 12
		SP:Iteration 15Q (90146.910000 sec): 3 clusters
  Score: Raw -261892.308865 + Penalty 2686.920911 = -259205.387954
  nChanged 10
		SP:Iteration 16Q (90146.990000 sec): 3 clusters
  Score: Raw -261895.124832 + Penalty 2686.920911 = -259208.203921
  nChanged 12
		SP:Iteration 17Q (90147.060000 sec): 3 clusters
  Score: Raw -261898.832083 + Penalty 2686.920911 = -259211.911172
  nChanged 10
		SP:Iteration 18Q (90147.140000 sec): 3 clusters
  Score: Raw -261900.784247 + Penalty 2686.920911 = -259213.863336
  nChanged 2
		SP:Iteration 19Q (90147.250000 sec): 3 clusters
  Score: Raw -261901.070109 + Penalty 2686.920911 = -259214.149198
  nChanged 2
		SP:Iteration 20F (90147.430000 sec): 3 clusters
  Score: Raw -261901.362238 + Penalty 2686.920911 = -259214.441326
  nChanged 3
		SP:Iteration 21Q (90147.600000 sec): 3 clusters
  Score: Raw -261902.339512 + Penalty 2686.920911 = -259215.418600
  nChanged 4
		SP:Iteration 22Q (90147.780000 sec): 3 clusters
  Score: Raw -261903.035208 + Penalty 2686.920911 = -259216.114296
  nChanged 2
		SP:Iteration 23Q (90147.960000 sec): 3 clusters
  Score: Raw -261903.355250 + Penalty 2686.920911 = -259216.434339
  nChanged 0
		SP:Iteration 24F (90148.130000 sec): 3 clusters
  Score: Raw -261903.355250 + Penalty 2686.920911 = -259216.434339
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90148.230000 sec): 2 clusters
  Score: Raw -333792.377438 + Penalty 1342.833445 = -332449.543992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90148.410000 sec): 3 clusters
  Score: Raw -331894.682742 + Penalty 2685.666891 = -329209.015852
  nChanged 1513
		SP:Iteration 1F (90148.580000 sec): 3 clusters
  Score: Raw -332816.175943 + Penalty 2685.666891 = -330130.509052
  nChanged 312
		SP:Iteration 2F (90148.760000 sec): 3 clusters
  Score: Raw -333067.859053 + Penalty 2685.666891 = -330382.192163
  nChanged 249
		SP:Iteration 3F (90148.940000 sec): 3 clusters
  Score: Raw -333276.901723 + Penalty 2685.666891 = -330591.234832
  nChanged 220
		SP:Iteration 4F (90149.070000 sec): 3 clusters
  Score: Raw -333447.887194 + Penalty 2685.666891 = -330762.220303
  nChanged 210
		SP:Iteration 5F (90149.240000 sec): 3 clusters
  Score: Raw -333616.687966 + Penalty 2685.666891 = -330931.021076
  nChanged 179
		SP:Iteration 6Q (90149.420000 sec): 3 clusters
  Score: Raw -333746.587118 + Penalty 2685.666891 = -331060.920227
  nChanged 148
		SP:Iteration 7Q (90149.600000 sec): 3 clusters
  Score: Raw -333854.112681 + Penalty 2685.666891 = -331168.445790
  nChanged 116
		SP:Iteration 8Q (90149.770000 sec): 3 clusters
  Score: Raw -333935.542067 + Penalty 2685.666891 = -331249.875176
  nChanged 110
		SP:Iteration 9Q (90149.940000 sec): 3 clusters
  Score: Raw -334017.936190 + Penalty 2685.666891 = -331332.269299
  nChanged 102
		SP:Iteration 10Q (90150.100000 sec): 3 clusters
  Score: Raw -334082.012886 + Penalty 2685.666891 = -331396.345995
  nChanged 90
		SP:Iteration 11Q (90150.300000 sec): 3 clusters
  Score: Raw -334147.949486 + Penalty 2685.666891 = -331462.282596
  nChanged 84
		SP:Iteration 12Q (90150.470000 sec): 3 clusters
  Score: Raw -334205.560861 + Penalty 2685.666891 = -331519.893970
  nChanged 79
		SP:Iteration 13Q (90150.650000 sec): 3 clusters
  Score: Raw -334251.129807 + Penalty 2685.666891 = -331565.462916
  nChanged 57
		SP:Iteration 14Q (90150.820000 sec): 3 clusters
  Score: Raw -334285.038445 + Penalty 2685.666891 = -331599.371554
  nChanged 46
		SP:Iteration 15Q (90151.000000 sec): 3 clusters
  Score: Raw -334310.587026 + Penalty 2685.666891 = -331624.920135
  nChanged 43
		SP:Iteration 16Q (90151.180000 sec): 3 clusters
  Score: Raw -334339.580439 + Penalty 2685.666891 = -331653.913549
  nChanged 48
		SP:Iteration 17Q (90151.350000 sec): 3 clusters
  Score: Raw -334361.589123 + Penalty 2685.666891 = -331675.922232
  nChanged 42
		SP:Iteration 18Q (90151.530000 sec): 3 clusters
  Score: Raw -334382.994562 + Penalty 2685.666891 = -331697.327671
  nChanged 41
		SP:Iteration 19Q (90151.700000 sec): 3 clusters
  Score: Raw -334405.323173 + Penalty 2685.666891 = -331719.656282
  nChanged 38
		SP:Iteration 20F (90151.880000 sec): 3 clusters
  Score: Raw -334426.912407 + Penalty 2685.666891 = -331741.245516
  nChanged 37
		SP:Iteration 21Q (90152.060000 sec): 3 clusters
  Score: Raw -334446.413323 + Penalty 2685.666891 = -331760.746432
  nChanged 36
		SP:Iteration 22Q (90152.230000 sec): 3 clusters
  Score: Raw -334471.704129 + Penalty 2685.666891 = -331786.037238
  nChanged 31
		SP:Iteration 23Q (90152.450000 sec): 3 clusters
  Score: Raw -334499.810362 + Penalty 2685.666891 = -331814.143471
  nChanged 31
		SP:Iteration 24Q (90152.620000 sec): 3 clusters
  Score: Raw -334527.997988 + Penalty 2685.666891 = -331842.331098
  nChanged 36
		SP:Iteration 25Q (90152.790000 sec): 3 clusters
  Score: Raw -334546.722923 + Penalty 2685.666891 = -331861.056033
  nChanged 24
		SP:Iteration 26Q (90152.970000 sec): 3 clusters
  Score: Raw -334555.591618 + Penalty 2685.666891 = -331869.924727
  nChanged 21
		SP:Iteration 27Q (90153.140000 sec): 3 clusters
  Score: Raw -334563.166010 + Penalty 2685.666891 = -331877.499119
  nChanged 12
		SP:Iteration 28Q (90153.320000 sec): 3 clusters
  Score: Raw -334568.280292 + Penalty 2685.666891 = -331882.613401
  nChanged 15
		SP:Iteration 29Q (90153.490000 sec): 3 clusters
  Score: Raw -334573.591232 + Penalty 2685.666891 = -331887.924341
  nChanged 15
		SP:Iteration 30Q (90153.670000 sec): 3 clusters
  Score: Raw -334578.665149 + Penalty 2685.666891 = -331892.998258
  nChanged 13
		SP:Iteration 31Q (90153.840000 sec): 3 clusters
  Score: Raw -334582.662878 + Penalty 2685.666891 = -331896.995987
  nChanged 6
		SP:Iteration 32Q (90154.020000 sec): 3 clusters
  Score: Raw -334584.300465 + Penalty 2685.666891 = -331898.633574
  nChanged 3
		SP:Iteration 33Q (90154.200000 sec): 3 clusters
  Score: Raw -334585.001597 + Penalty 2685.666891 = -331899.334707
  nChanged 2
		SP:Iteration 34Q (90154.370000 sec): 3 clusters
  Score: Raw -334585.388238 + Penalty 2685.666891 = -331899.721347
  nChanged 0
		SP:Iteration 35F (90154.550000 sec): 3 clusters
  Score: Raw -334585.388238 + Penalty 2685.666891 = -331899.721347
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (16307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90154.760000 sec): 2 clusters
  Score: Raw -1376504.991523 + Penalty 1576.144333 = -1374928.847190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90155.080000 sec): 3 clusters
  Score: Raw -1366987.299061 + Penalty 3152.288666 = -1363835.010394
  nChanged 7273
		SP:Iteration 1F (90155.340000 sec): 3 clusters
  Score: Raw -1371232.673629 + Penalty 3152.288666 = -1368080.384962
  nChanged 1151
		SP:Iteration 2F (90155.640000 sec): 3 clusters
  Score: Raw -1371916.458186 + Penalty 3152.288666 = -1368764.169520
  nChanged 1105
		SP:Iteration 3F (90155.890000 sec): 3 clusters
  Score: Raw -1372582.800552 + Penalty 3152.288666 = -1369430.511886
  nChanged 1022
		SP:Iteration 4F (90156.160000 sec): 3 clusters
  Score: Raw -1373138.833509 + Penalty 3152.288666 = -1369986.544843
  nChanged 873
		SP:Iteration 5F (90156.470000 sec): 3 clusters
  Score: Raw -1373572.208181 + Penalty 3152.288666 = -1370419.919515
  nChanged 760
		SP:Iteration 6Q (90156.770000 sec): 3 clusters
  Score: Raw -1373931.090665 + Penalty 3152.288666 = -1370778.801999
  nChanged 653
		SP:Iteration 7Q (90157.060000 sec): 3 clusters
  Score: Raw -1374211.347058 + Penalty 3152.288666 = -1371059.058392
  nChanged 556
		SP:Iteration 8Q (90157.330000 sec): 3 clusters
  Score: Raw -1374429.423356 + Penalty 3152.288666 = -1371277.134689
  nChanged 489
		SP:Iteration 9Q (90157.640000 sec): 3 clusters
  Score: Raw -1374618.564418 + Penalty 3152.288666 = -1371466.275752
  nChanged 448
		SP:Iteration 10Q (90157.940000 sec): 3 clusters
  Score: Raw -1374793.684283 + Penalty 3152.288666 = -1371641.395617
  nChanged 429
		SP:Iteration 11Q (90158.240000 sec): 3 clusters
  Score: Raw -1374969.362734 + Penalty 3152.288666 = -1371817.074067
  nChanged 410
		SP:Iteration 12Q (90158.550000 sec): 3 clusters
  Score: Raw -1375135.809939 + Penalty 3152.288666 = -1371983.521273
  nChanged 384
		SP:Iteration 13Q (90158.850000 sec): 3 clusters
  Score: Raw -1375268.582475 + Penalty 3152.288666 = -1372116.293808
  nChanged 342
		SP:Iteration 14Q (90159.160000 sec): 3 clusters
  Score: Raw -1375388.443406 + Penalty 3152.288666 = -1372236.154740
  nChanged 325
		SP:Iteration 15Q (90159.460000 sec): 3 clusters
  Score: Raw -1375500.795173 + Penalty 3152.288666 = -1372348.506506
  nChanged 299
		SP:Iteration 16Q (90159.770000 sec): 3 clusters
  Score: Raw -1375604.241457 + Penalty 3152.288666 = -1372451.952791
  nChanged 283
		SP:Iteration 17Q (90160.070000 sec): 3 clusters
  Score: Raw -1375681.970969 + Penalty 3152.288666 = -1372529.682303
  nChanged 210
		SP:Iteration 18Q (90160.380000 sec): 3 clusters
  Score: Raw -1375733.909842 + Penalty 3152.288666 = -1372581.621175
  nChanged 201
		SP:Iteration 19Q (90160.680000 sec): 3 clusters
  Score: Raw -1375785.707465 + Penalty 3152.288666 = -1372633.418799
  nChanged 171
		SP:Iteration 20F (90160.990000 sec): 3 clusters
  Score: Raw -1375823.954739 + Penalty 3152.288666 = -1372671.666072
  nChanged 146
		SP:Iteration 21Q (90161.290000 sec): 3 clusters
  Score: Raw -1375854.115748 + Penalty 3152.288666 = -1372701.827081
  nChanged 120
		SP:Iteration 22Q (90161.520000 sec): 3 clusters
  Score: Raw -1375874.408147 + Penalty 3152.288666 = -1372722.119481
  nChanged 94
		SP:Iteration 23Q (90161.820000 sec): 3 clusters
  Score: Raw -1375891.484788 + Penalty 3152.288666 = -1372739.196121
  nChanged 95
		SP:Iteration 24Q (90162.120000 sec): 3 clusters
  Score: Raw -1375906.731735 + Penalty 3152.288666 = -1372754.443068
  nChanged 90
		SP:Iteration 25Q (90162.420000 sec): 3 clusters
  Score: Raw -1375917.176647 + Penalty 3152.288666 = -1372764.887980
  nChanged 72
		SP:Iteration 26Q (90162.720000 sec): 3 clusters
  Score: Raw -1375926.635001 + Penalty 3152.288666 = -1372774.346335
  nChanged 70
		SP:Iteration 27Q (90163.030000 sec): 3 clusters
  Score: Raw -1375937.793994 + Penalty 3152.288666 = -1372785.505328
  nChanged 58
		SP:Iteration 28Q (90163.330000 sec): 3 clusters
  Score: Raw -1375944.957758 + Penalty 3152.288666 = -1372792.669091
  nChanged 58
		SP:Iteration 29Q (90163.630000 sec): 3 clusters
  Score: Raw -1375951.994176 + Penalty 3152.288666 = -1372799.705510
  nChanged 62
		SP:Iteration 30Q (90163.940000 sec): 3 clusters
  Score: Raw -1375959.562183 + Penalty 3152.288666 = -1372807.273517
  nChanged 69
		SP:Iteration 31Q (90164.240000 sec): 3 clusters
  Score: Raw -1375968.958195 + Penalty 3152.288666 = -1372816.669529
  nChanged 63
		SP:Iteration 32Q (90164.540000 sec): 3 clusters
  Score: Raw -1375977.526322 + Penalty 3152.288666 = -1372825.237656
  nChanged 60
		SP:Iteration 33Q (90164.840000 sec): 3 clusters
  Score: Raw -1375984.069516 + Penalty 3152.288666 = -1372831.780850
  nChanged 59
		SP:Iteration 34Q (90165.140000 sec): 3 clusters
  Score: Raw -1375991.787997 + Penalty 3152.288666 = -1372839.499331
  nChanged 66
		SP:Iteration 35Q (90165.440000 sec): 3 clusters
  Score: Raw -1376002.020949 + Penalty 3152.288666 = -1372849.732283
  nChanged 70
		SP:Iteration 36Q (90165.740000 sec): 3 clusters
  Score: Raw -1376011.602427 + Penalty 3152.288666 = -1372859.313761
  nChanged 58
		SP:Iteration 37Q (90166.050000 sec): 3 clusters
  Score: Raw -1376018.182597 + Penalty 3152.288666 = -1372865.893931
  nChanged 60
		SP:Iteration 38Q (90166.340000 sec): 3 clusters
  Score: Raw -1376027.151983 + Penalty 3152.288666 = -1372874.863317
  nChanged 71
		SP:Iteration 39Q (90166.650000 sec): 3 clusters
  Score: Raw -1376037.747416 + Penalty 3152.288666 = -1372885.458750
  nChanged 67
		SP:Iteration 40F (90166.960000 sec): 3 clusters
  Score: Raw -1376047.168489 + Penalty 3152.288666 = -1372894.879823
  nChanged 67
		SP:Iteration 41Q (90167.260000 sec): 3 clusters
  Score: Raw -1376055.954106 + Penalty 3152.288666 = -1372903.665440
  nChanged 61
		SP:Iteration 42Q (90167.560000 sec): 3 clusters
  Score: Raw -1376064.363761 + Penalty 3152.288666 = -1372912.075094
  nChanged 62
		SP:Iteration 43Q (90167.870000 sec): 3 clusters
  Score: Raw -1376072.959881 + Penalty 3152.288666 = -1372920.671214
  nChanged 55
		SP:Iteration 44Q (90168.170000 sec): 3 clusters
  Score: Raw -1376083.049370 + Penalty 3152.288666 = -1372930.760704
  nChanged 70
		SP:Iteration 45Q (90168.430000 sec): 3 clusters
  Score: Raw -1376097.196143 + Penalty 3152.288666 = -1372944.907476
  nChanged 87
		SP:Iteration 46Q (90168.730000 sec): 3 clusters
  Score: Raw -1376113.567450 + Penalty 3152.288666 = -1372961.278784
  nChanged 98
		SP:Iteration 47Q (90169.030000 sec): 3 clusters
  Score: Raw -1376129.669828 + Penalty 3152.288666 = -1372977.381162
  nChanged 73
		SP:Iteration 48Q (90169.330000 sec): 3 clusters
  Score: Raw -1376141.166471 + Penalty 3152.288666 = -1372988.877805
  nChanged 74
		SP:Iteration 49Q (90169.640000 sec): 3 clusters
  Score: Raw -1376154.926515 + Penalty 3152.288666 = -1373002.637849
  nChanged 70
		SP:Iteration 50Q (90169.940000 sec): 3 clusters
  Score: Raw -1376166.518486 + Penalty 3152.288666 = -1373014.229819
  nChanged 72
		SP:Iteration 51Q (90170.250000 sec): 3 clusters
  Score: Raw -1376177.217762 + Penalty 3152.288666 = -1373024.929096
  nChanged 74
		SP:Iteration 52Q (90170.550000 sec): 3 clusters
  Score: Raw -1376187.220723 + Penalty 3152.288666 = -1373034.932056
  nChanged 68
		SP:Iteration 53Q (90170.850000 sec): 3 clusters
  Score: Raw -1376198.168451 + Penalty 3152.288666 = -1373045.879784
  nChanged 64
		SP:Iteration 54Q (90171.160000 sec): 3 clusters
  Score: Raw -1376206.786190 + Penalty 3152.288666 = -1373054.497524
  nChanged 61
		SP:Iteration 55Q (90171.460000 sec): 3 clusters
  Score: Raw -1376214.789598 + Penalty 3152.288666 = -1373062.500932
  nChanged 62
		SP:Iteration 56Q (90171.770000 sec): 3 clusters
  Score: Raw -1376222.067192 + Penalty 3152.288666 = -1373069.778526
  nChanged 40
		SP:Iteration 57Q (90172.070000 sec): 3 clusters
  Score: Raw -1376225.629670 + Penalty 3152.288666 = -1373073.341004
  nChanged 32
		SP:Iteration 58Q (90172.380000 sec): 3 clusters
  Score: Raw -1376229.435148 + Penalty 3152.288666 = -1373077.146482
  nChanged 40
		SP:Iteration 59Q (90172.680000 sec): 3 clusters
  Score: Raw -1376234.787293 + Penalty 3152.288666 = -1373082.498627
  nChanged 51
		SP:Iteration 60F (90172.990000 sec): 3 clusters
  Score: Raw -1376241.481536 + Penalty 3152.288666 = -1373089.192870
  nChanged 53
		SP:Iteration 61Q (90173.290000 sec): 3 clusters
  Score: Raw -1376248.787214 + Penalty 3152.288666 = -1373096.498548
  nChanged 41
		SP:Iteration 62Q (90173.590000 sec): 3 clusters
  Score: Raw -1376254.202712 + Penalty 3152.288666 = -1373101.914045
  nChanged 45
		SP:Iteration 63Q (90173.890000 sec): 3 clusters
  Score: Raw -1376259.437525 + Penalty 3152.288666 = -1373107.148859
  nChanged 32
		SP:Iteration 64Q (90174.200000 sec): 3 clusters
  Score: Raw -1376263.949527 + Penalty 3152.288666 = -1373111.660861
  nChanged 45
		SP:Iteration 65Q (90174.500000 sec): 3 clusters
  Score: Raw -1376269.860606 + Penalty 3152.288666 = -1373117.571940
  nChanged 49
		SP:Iteration 66Q (90174.810000 sec): 3 clusters
  Score: Raw -1376276.702373 + Penalty 3152.288666 = -1373124.413707
  nChanged 50
		SP:Iteration 67Q (90175.110000 sec): 3 clusters
  Score: Raw -1376283.990298 + Penalty 3152.288666 = -1373131.701631
  nChanged 54
		SP:Iteration 68Q (90175.420000 sec): 3 clusters
  Score: Raw -1376290.573339 + Penalty 3152.288666 = -1373138.284673
  nChanged 46
		SP:Iteration 69Q (90175.720000 sec): 3 clusters
  Score: Raw -1376297.203890 + Penalty 3152.288666 = -1373144.915224
  nChanged 41
		SP:Iteration 70Q (90176.030000 sec): 3 clusters
  Score: Raw -1376302.508083 + Penalty 3152.288666 = -1373150.219416
  nChanged 41
		SP:Iteration 71Q (90176.340000 sec): 3 clusters
  Score: Raw -1376308.612262 + Penalty 3152.288666 = -1373156.323596
  nChanged 43
		SP:Iteration 72Q (90176.640000 sec): 3 clusters
  Score: Raw -1376313.952839 + Penalty 3152.288666 = -1373161.664172
  nChanged 53
		SP:Iteration 73Q (90176.950000 sec): 3 clusters
  Score: Raw -1376321.059680 + Penalty 3152.288666 = -1373168.771014
  nChanged 48
		SP:Iteration 74Q (90177.250000 sec): 3 clusters
  Score: Raw -1376327.480109 + Penalty 3152.288666 = -1373175.191442
  nChanged 35
		SP:Iteration 75Q (90177.560000 sec): 3 clusters
  Score: Raw -1376331.790479 + Penalty 3152.288666 = -1373179.501813
  nChanged 32
		SP:Iteration 76Q (90177.860000 sec): 3 clusters
  Score: Raw -1376334.318859 + Penalty 3152.288666 = -1373182.030193
  nChanged 27
		SP:Iteration 77Q (90178.170000 sec): 3 clusters
  Score: Raw -1376337.307595 + Penalty 3152.288666 = -1373185.018928
  nChanged 29
		SP:Iteration 78Q (90178.480000 sec): 3 clusters
  Score: Raw -1376340.594803 + Penalty 3152.288666 = -1373188.306137
  nChanged 24
		SP:Iteration 79Q (90178.780000 sec): 3 clusters
  Score: Raw -1376343.141561 + Penalty 3152.288666 = -1373190.852895
  nChanged 24
		SP:Iteration 80F (90179.080000 sec): 3 clusters
  Score: Raw -1376345.184779 + Penalty 3152.288666 = -1373192.896112
  nChanged 25
		SP:Iteration 81Q (90179.390000 sec): 3 clusters
  Score: Raw -1376347.576752 + Penalty 3152.288666 = -1373195.288086
  nChanged 27
		SP:Iteration 82Q (90179.700000 sec): 3 clusters
  Score: Raw -1376350.101470 + Penalty 3152.288666 = -1373197.812804
  nChanged 24
		SP:Iteration 83Q (90180.000000 sec): 3 clusters
  Score: Raw -1376352.305149 + Penalty 3152.288666 = -1373200.016483
  nChanged 24
		SP:Iteration 84Q (90180.310000 sec): 3 clusters
  Score: Raw -1376354.115258 + Penalty 3152.288666 = -1373201.826592
  nChanged 9
		SP:Iteration 85Q (90180.620000 sec): 3 clusters
  Score: Raw -1376354.823232 + Penalty 3152.288666 = -1373202.534565
  nChanged 10
		SP:Iteration 86Q (90180.920000 sec): 3 clusters
  Score: Raw -1376355.593528 + Penalty 3152.288666 = -1373203.304861
  nChanged 11
		SP:Iteration 87Q (90181.220000 sec): 3 clusters
  Score: Raw -1376356.426768 + Penalty 3152.288666 = -1373204.138102
  nChanged 8
		SP:Iteration 88Q (90181.530000 sec): 3 clusters
  Score: Raw -1376356.826246 + Penalty 3152.288666 = -1373204.537580
  nChanged 6
		SP:Iteration 89Q (90181.830000 sec): 3 clusters
  Score: Raw -1376357.234113 + Penalty 3152.288666 = -1373204.945447
  nChanged 4
		SP:Iteration 90Q (90182.140000 sec): 3 clusters
  Score: Raw -1376357.505945 + Penalty 3152.288666 = -1373205.217279
  nChanged 7
		SP:Iteration 91Q (90182.480000 sec): 3 clusters
  Score: Raw -1376357.796169 + Penalty 3152.288666 = -1373205.507503
  nChanged 3
		SP:Iteration 92Q (90182.740000 sec): 3 clusters
  Score: Raw -1376358.049565 + Penalty 3152.288666 = -1373205.760899
  nChanged 8
		SP:Iteration 93Q (90183.050000 sec): 3 clusters
  Score: Raw -1376358.648408 + Penalty 3152.288666 = -1373206.359742
  nChanged 10
		SP:Iteration 94Q (90183.350000 sec): 3 clusters
  Score: Raw -1376359.781838 + Penalty 3152.288666 = -1373207.493171
  nChanged 15
		SP:Iteration 95Q (90183.660000 sec): 3 clusters
  Score: Raw -1376360.980092 + Penalty 3152.288666 = -1373208.691426
  nChanged 13
		SP:Iteration 96Q (90183.970000 sec): 3 clusters
  Score: Raw -1376362.142351 + Penalty 3152.288666 = -1373209.853685
  nChanged 9
		SP:Iteration 97Q (90184.270000 sec): 3 clusters
  Score: Raw -1376362.734181 + Penalty 3152.288666 = -1373210.445515
  nChanged 7
		SP:Iteration 98Q (90184.530000 sec): 3 clusters
  Score: Raw -1376363.287808 + Penalty 3152.288666 = -1373210.999142
  nChanged 8
		SP:Iteration 99Q (90184.830000 sec): 3 clusters
  Score: Raw -1376364.059204 + Penalty 3152.288666 = -1373211.770537
  nChanged 5
		SP:Iteration 100F (90185.130000 sec): 3 clusters
  Score: Raw -1376364.502065 + Penalty 3152.288666 = -1373212.213399
  nChanged 6
		SP:Iteration 101Q (90185.440000 sec): 3 clusters
  Score: Raw -1376365.051890 + Penalty 3152.288666 = -1373212.763223
  nChanged 12
		SP:Iteration 102Q (90185.750000 sec): 3 clusters
  Score: Raw -1376366.180666 + Penalty 3152.288666 = -1373213.892000
  nChanged 14
		SP:Iteration 103Q (90186.050000 sec): 3 clusters
  Score: Raw -1376367.966392 + Penalty 3152.288666 = -1373215.677725
  nChanged 13
		SP:Iteration 104Q (90186.360000 sec): 3 clusters
  Score: Raw -1376370.149998 + Penalty 3152.288666 = -1373217.861332
  nChanged 26
		SP:Iteration 105Q (90186.660000 sec): 3 clusters
  Score: Raw -1376374.099632 + Penalty 3152.288666 = -1373221.810966
  nChanged 26
		SP:Iteration 106Q (90186.970000 sec): 3 clusters
  Score: Raw -1376377.988539 + Penalty 3152.288666 = -1373225.699873
  nChanged 26
		SP:Iteration 107Q (90187.270000 sec): 3 clusters
  Score: Raw -1376381.624586 + Penalty 3152.288666 = -1373229.335919
  nChanged 27
		SP:Iteration 108Q (90187.570000 sec): 3 clusters
  Score: Raw -1376385.069338 + Penalty 3152.288666 = -1373232.780672
  nChanged 27
		SP:Iteration 109Q (90187.870000 sec): 3 clusters
  Score: Raw -1376388.731124 + Penalty 3152.288666 = -1373236.442458
  nChanged 28
		SP:Iteration 110Q (90188.180000 sec): 3 clusters
  Score: Raw -1376391.825993 + Penalty 3152.288666 = -1373239.537327
  nChanged 24
		SP:Iteration 111Q (90188.490000 sec): 3 clusters
  Score: Raw -1376394.216199 + Penalty 3152.288666 = -1373241.927533
  nChanged 24
		SP:Iteration 112Q (90188.840000 sec): 3 clusters
  Score: Raw -1376396.799113 + Penalty 3152.288666 = -1373244.510447
  nChanged 17
		SP:Iteration 113Q (90189.040000 sec): 3 clusters
  Score: Raw -1376399.218796 + Penalty 3152.288666 = -1373246.930130
  nChanged 25
		SP:Iteration 114Q (90189.350000 sec): 3 clusters
  Score: Raw -1376403.809481 + Penalty 3152.288666 = -1373251.520815
  nChanged 30
		SP:Iteration 115Q (90189.580000 sec): 3 clusters
  Score: Raw -1376409.998822 + Penalty 3152.288666 = -1373257.710156
  nChanged 40
		SP:Iteration 116Q (90189.820000 sec): 3 clusters
  Score: Raw -1376415.908717 + Penalty 3152.288666 = -1373263.620051
  nChanged 41
		SP:Iteration 117Q (90190.090000 sec): 3 clusters
  Score: Raw -1376424.145724 + Penalty 3152.288666 = -1373271.857058
  nChanged 40
		SP:Iteration 118Q (90190.400000 sec): 3 clusters
  Score: Raw -1376431.918087 + Penalty 3152.288666 = -1373279.629421
  nChanged 31
		SP:Iteration 119Q (90190.700000 sec): 3 clusters
  Score: Raw -1376437.177205 + Penalty 3152.288666 = -1373284.888539
  nChanged 33
		SP:Iteration 120F (90191.000000 sec): 3 clusters
  Score: Raw -1376445.528341 + Penalty 3152.288666 = -1373293.239674
  nChanged 38
		SP:Iteration 121Q (90191.300000 sec): 3 clusters
  Score: Raw -1376455.771542 + Penalty 3152.288666 = -1373303.482876
  nChanged 41
		SP:Iteration 122Q (90191.600000 sec): 3 clusters
  Score: Raw -1376468.848370 + Penalty 3152.288666 = -1373316.559703
  nChanged 48
		SP:Iteration 123Q (90191.910000 sec): 3 clusters
  Score: Raw -1376479.088796 + Penalty 3152.288666 = -1373326.800129
  nChanged 40
		SP:Iteration 124Q (90192.210000 sec): 3 clusters
  Score: Raw -1376486.227838 + Penalty 3152.288666 = -1373333.939172
  nChanged 40
		SP:Iteration 125Q (90192.510000 sec): 3 clusters
  Score: Raw -1376494.279740 + Penalty 3152.288666 = -1373341.991074
  nChanged 44
		SP:Iteration 126Q (90192.810000 sec): 3 clusters
  Score: Raw -1376501.567445 + Penalty 3152.288666 = -1373349.278778
  nChanged 38
		SP:Iteration 127Q (90193.120000 sec): 3 clusters
  Score: Raw -1376506.394187 + Penalty 3152.288666 = -1373354.105521
  nChanged 26
		SP:Iteration 128Q (90193.420000 sec): 3 clusters
  Score: Raw -1376509.439493 + Penalty 3152.288666 = -1373357.150827
  nChanged 23
		SP:Iteration 129Q (90193.720000 sec): 3 clusters
  Score: Raw -1376511.952753 + Penalty 3152.288666 = -1373359.664086
  nChanged 20
		SP:Iteration 130Q (90194.020000 sec): 3 clusters
  Score: Raw -1376514.406953 + Penalty 3152.288666 = -1373362.118286
  nChanged 21
		SP:Iteration 131Q (90194.330000 sec): 3 clusters
  Score: Raw -1376517.291459 + Penalty 3152.288666 = -1373365.002793
  nChanged 21
		SP:Iteration 132Q (90194.630000 sec): 3 clusters
  Score: Raw -1376520.553141 + Penalty 3152.288666 = -1373368.264475
  nChanged 25
		SP:Iteration 133Q (90194.930000 sec): 3 clusters
  Score: Raw -1376524.660393 + Penalty 3152.288666 = -1373372.371727
  nChanged 27
		SP:Iteration 134Q (90195.240000 sec): 3 clusters
  Score: Raw -1376527.284826 + Penalty 3152.288666 = -1373374.996159
  nChanged 17
		SP:Iteration 135Q (90195.550000 sec): 3 clusters
  Score: Raw -1376528.757889 + Penalty 3152.288666 = -1373376.469222
  nChanged 21
		SP:Iteration 136Q (90195.850000 sec): 3 clusters
  Score: Raw -1376530.701748 + Penalty 3152.288666 = -1373378.413082
  nChanged 16
		SP:Iteration 137Q (90196.150000 sec): 3 clusters
  Score: Raw -1376531.879758 + Penalty 3152.288666 = -1373379.591092
  nChanged 12
		SP:Iteration 138Q (90196.460000 sec): 3 clusters
  Score: Raw -1376532.971483 + Penalty 3152.288666 = -1373380.682817
  nChanged 11
		SP:Iteration 139Q (90196.770000 sec): 3 clusters
  Score: Raw -1376533.932221 + Penalty 3152.288666 = -1373381.643554
  nChanged 9
		SP:Iteration 140F (90197.070000 sec): 3 clusters
  Score: Raw -1376534.675971 + Penalty 3152.288666 = -1373382.387304
  nChanged 12
		SP:Iteration 141Q (90197.380000 sec): 3 clusters
  Score: Raw -1376536.096000 + Penalty 3152.288666 = -1373383.807333
  nChanged 18
		SP:Iteration 142Q (90197.680000 sec): 3 clusters
  Score: Raw -1376537.983552 + Penalty 3152.288666 = -1373385.694886
  nChanged 20
		SP:Iteration 143Q (90197.990000 sec): 3 clusters
  Score: Raw -1376540.397035 + Penalty 3152.288666 = -1373388.108369
  nChanged 21
		SP:Iteration 144Q (90198.290000 sec): 3 clusters
  Score: Raw -1376543.503067 + Penalty 3152.288666 = -1373391.214400
  nChanged 26
		SP:Iteration 145Q (90198.580000 sec): 3 clusters
  Score: Raw -1376547.202387 + Penalty 3152.288666 = -1373394.913720
  nChanged 19
		SP:Iteration 146Q (90198.850000 sec): 3 clusters
  Score: Raw -1376549.483976 + Penalty 3152.288666 = -1373397.195310
  nChanged 17
		SP:Iteration 147Q (90199.110000 sec): 3 clusters
  Score: Raw -1376551.430955 + Penalty 3152.288666 = -1373399.142289
  nChanged 22
		SP:Iteration 148Q (90199.420000 sec): 3 clusters
  Score: Raw -1376553.552589 + Penalty 3152.288666 = -1373401.263923
  nChanged 15
		SP:Iteration 149Q (90199.650000 sec): 3 clusters
  Score: Raw -1376554.894711 + Penalty 3152.288666 = -1373402.606044
  nChanged 12
		SP:Iteration 150Q (90199.880000 sec): 3 clusters
  Score: Raw -1376556.522758 + Penalty 3152.288666 = -1373404.234091
  nChanged 15
		SP:Iteration 151Q (90200.110000 sec): 3 clusters
  Score: Raw -1376557.792845 + Penalty 3152.288666 = -1373405.504179
  nChanged 19
		SP:Iteration 152Q (90200.390000 sec): 3 clusters
  Score: Raw -1376559.408537 + Penalty 3152.288666 = -1373407.119871
  nChanged 12
		SP:Iteration 153Q (90200.690000 sec): 3 clusters
  Score: Raw -1376560.714507 + Penalty 3152.288666 = -1373408.425841
  nChanged 13
		SP:Iteration 154Q (90201.000000 sec): 3 clusters
  Score: Raw -1376562.069024 + Penalty 3152.288666 = -1373409.780357
  nChanged 13
		SP:Iteration 155Q (90201.300000 sec): 3 clusters
  Score: Raw -1376563.284459 + Penalty 3152.288666 = -1373410.995793
  nChanged 18
		SP:Iteration 156Q (90201.610000 sec): 3 clusters
  Score: Raw -1376565.684972 + Penalty 3152.288666 = -1373413.396305
  nChanged 15
		SP:Iteration 157Q (90201.910000 sec): 3 clusters
  Score: Raw -1376567.692177 + Penalty 3152.288666 = -1373415.403511
  nChanged 21
		SP:Iteration 158Q (90202.210000 sec): 3 clusters
  Score: Raw -1376569.907303 + Penalty 3152.288666 = -1373417.618636
  nChanged 18
		SP:Iteration 159Q (90202.510000 sec): 3 clusters
  Score: Raw -1376571.866046 + Penalty 3152.288666 = -1373419.577379
  nChanged 18
		SP:Iteration 160F (90202.820000 sec): 3 clusters
  Score: Raw -1376574.126797 + Penalty 3152.288666 = -1373421.838130
  nChanged 24
		SP:Iteration 161Q (90203.120000 sec): 3 clusters
  Score: Raw -1376578.057088 + Penalty 3152.288666 = -1373425.768421
  nChanged 29
		SP:Iteration 162Q (90203.430000 sec): 3 clusters
  Score: Raw -1376582.327269 + Penalty 3152.288666 = -1373430.038603
  nChanged 29
		SP:Iteration 163Q (90203.730000 sec): 3 clusters
  Score: Raw -1376586.592569 + Penalty 3152.288666 = -1373434.303903
  nChanged 37
		SP:Iteration 164Q (90204.030000 sec): 3 clusters
  Score: Raw -1376591.266997 + Penalty 3152.288666 = -1373438.978331
  nChanged 36
		SP:Iteration 165Q (90204.340000 sec): 3 clusters
  Score: Raw -1376596.955781 + Penalty 3152.288666 = -1373444.667115
  nChanged 40
		SP:Iteration 166Q (90204.650000 sec): 3 clusters
  Score: Raw -1376603.246892 + Penalty 3152.288666 = -1373450.958226
  nChanged 40
		SP:Iteration 167Q (90204.950000 sec): 3 clusters
  Score: Raw -1376609.163004 + Penalty 3152.288666 = -1373456.874337
  nChanged 41
		SP:Iteration 168Q (90205.260000 sec): 3 clusters
  Score: Raw -1376615.737579 + Penalty 3152.288666 = -1373463.448913
  nChanged 38
		SP:Iteration 169Q (90205.560000 sec): 3 clusters
  Score: Raw -1376622.321145 + Penalty 3152.288666 = -1373470.032478
  nChanged 43
		SP:Iteration 170Q (90205.870000 sec): 3 clusters
  Score: Raw -1376631.722210 + Penalty 3152.288666 = -1373479.433543
  nChanged 59
		SP:Iteration 171Q (90206.170000 sec): 3 clusters
  Score: Raw -1376644.023278 + Penalty 3152.288666 = -1373491.734612
  nChanged 54
		SP:Iteration 172Q (90206.470000 sec): 3 clusters
  Score: Raw -1376653.648181 + Penalty 3152.288666 = -1373501.359515
  nChanged 54
		SP:Iteration 173Q (90206.780000 sec): 3 clusters
  Score: Raw -1376661.836913 + Penalty 3152.288666 = -1373509.548247
  nChanged 42
		SP:Iteration 174Q (90207.090000 sec): 3 clusters
  Score: Raw -1376667.937221 + Penalty 3152.288666 = -1373515.648555
  nChanged 45
		SP:Iteration 175Q (90207.390000 sec): 3 clusters
  Score: Raw -1376675.777384 + Penalty 3152.288666 = -1373523.488717
  nChanged 45
		SP:Iteration 176Q (90207.690000 sec): 3 clusters
  Score: Raw -1376683.054187 + Penalty 3152.288666 = -1373530.765521
  nChanged 51
		SP:Iteration 177Q (90208.000000 sec): 3 clusters
  Score: Raw -1376693.540519 + Penalty 3152.288666 = -1373541.251852
  nChanged 67
		SP:Iteration 178Q (90208.300000 sec): 3 clusters
  Score: Raw -1376706.983590 + Penalty 3152.288666 = -1373554.694924
  nChanged 71
		SP:Iteration 179Q (90208.610000 sec): 3 clusters
  Score: Raw -1376722.957957 + Penalty 3152.288666 = -1373570.669291
  nChanged 61
		SP:Iteration 180F (90208.920000 sec): 3 clusters
  Score: Raw -1376736.457917 + Penalty 3152.288666 = -1373584.169251
  nChanged 58
		SP:Iteration 181Q (90209.220000 sec): 3 clusters
  Score: Raw -1376745.742399 + Penalty 3152.288666 = -1373593.453733
  nChanged 44
		SP:Iteration 182Q (90209.530000 sec): 3 clusters
  Score: Raw -1376750.493403 + Penalty 3152.288666 = -1373598.204737
  nChanged 36
		SP:Iteration 183Q (90209.840000 sec): 3 clusters
  Score: Raw -1376755.346695 + Penalty 3152.288666 = -1373603.058029
  nChanged 38
		SP:Iteration 184Q (90210.140000 sec): 3 clusters
  Score: Raw -1376760.677900 + Penalty 3152.288666 = -1373608.389234
  nChanged 30
		SP:Iteration 185Q (90210.450000 sec): 3 clusters
  Score: Raw -1376764.419398 + Penalty 3152.288666 = -1373612.130732
  nChanged 30
		SP:Iteration 186Q (90210.750000 sec): 3 clusters
  Score: Raw -1376769.054097 + Penalty 3152.288666 = -1373616.765430
  nChanged 34
		SP:Iteration 187Q (90211.060000 sec): 3 clusters
  Score: Raw -1376773.707656 + Penalty 3152.288666 = -1373621.418989
  nChanged 30
		SP:Iteration 188Q (90211.360000 sec): 3 clusters
  Score: Raw -1376777.751569 + Penalty 3152.288666 = -1373625.462903
  nChanged 23
		SP:Iteration 189Q (90211.670000 sec): 3 clusters
  Score: Raw -1376780.646368 + Penalty 3152.288666 = -1373628.357702
  nChanged 23
		SP:Iteration 190Q (90211.980000 sec): 3 clusters
  Score: Raw -1376783.637989 + Penalty 3152.288666 = -1373631.349323
  nChanged 23
		SP:Iteration 191Q (90212.280000 sec): 3 clusters
  Score: Raw -1376787.335593 + Penalty 3152.288666 = -1373635.046927
  nChanged 23
		SP:Iteration 192Q (90212.590000 sec): 3 clusters
  Score: Raw -1376790.043417 + Penalty 3152.288666 = -1373637.754751
  nChanged 19
		SP:Iteration 193Q (90212.900000 sec): 3 clusters
  Score: Raw -1376792.858602 + Penalty 3152.288666 = -1373640.569936
  nChanged 22
		SP:Iteration 194Q (90213.200000 sec): 3 clusters
  Score: Raw -1376795.916865 + Penalty 3152.288666 = -1373643.628199
  nChanged 20
		SP:Iteration 195Q (90213.510000 sec): 3 clusters
  Score: Raw -1376798.605765 + Penalty 3152.288666 = -1373646.317099
  nChanged 25
		SP:Iteration 196Q (90213.810000 sec): 3 clusters
  Score: Raw -1376802.476594 + Penalty 3152.288666 = -1373650.187928
  nChanged 29
		SP:Iteration 197Q (90214.120000 sec): 3 clusters
  Score: Raw -1376806.270818 + Penalty 3152.288666 = -1373653.982151
  nChanged 29
		SP:Iteration 198Q (90214.420000 sec): 3 clusters
  Score: Raw -1376810.542191 + Penalty 3152.288666 = -1373658.253525
  nChanged 33
		SP:Iteration 199Q (90214.730000 sec): 3 clusters
  Score: Raw -1376814.886682 + Penalty 3152.288666 = -1373662.598016
  nChanged 32
		SP:Iteration 200F (90215.030000 sec): 3 clusters
  Score: Raw -1376820.822880 + Penalty 3152.288666 = -1373668.534214
  nChanged 32
		SP:Iteration 201Q (90215.340000 sec): 3 clusters
  Score: Raw -1376826.390357 + Penalty 3152.288666 = -1373674.101691
  nChanged 30
		SP:Iteration 202Q (90215.640000 sec): 3 clusters
  Score: Raw -1376831.466462 + Penalty 3152.288666 = -1373679.177795
  nChanged 31
		SP:Iteration 203Q (90215.950000 sec): 3 clusters
  Score: Raw -1376838.150807 + Penalty 3152.288666 = -1373685.862140
  nChanged 31
		SP:Iteration 204Q (90216.260000 sec): 3 clusters
  Score: Raw -1376843.558166 + Penalty 3152.288666 = -1373691.269499
  nChanged 37
		SP:Iteration 205Q (90216.560000 sec): 3 clusters
  Score: Raw -1376851.461843 + Penalty 3152.288666 = -1373699.173177
  nChanged 36
		SP:Iteration 206Q (90216.870000 sec): 3 clusters
  Score: Raw -1376859.014045 + Penalty 3152.288666 = -1373706.725378
  nChanged 40
		SP:Iteration 207Q (90217.170000 sec): 3 clusters
  Score: Raw -1376866.793514 + Penalty 3152.288666 = -1373714.504847
  nChanged 46
		SP:Iteration 208Q (90217.480000 sec): 3 clusters
  Score: Raw -1376878.929299 + Penalty 3152.288666 = -1373726.640632
  nChanged 44
		SP:Iteration 209Q (90217.780000 sec): 3 clusters
  Score: Raw -1376889.759882 + Penalty 3152.288666 = -1373737.471216
  nChanged 45
		SP:Iteration 210Q (90218.090000 sec): 3 clusters
  Score: Raw -1376900.154725 + Penalty 3152.288666 = -1373747.866059
  nChanged 36
		SP:Iteration 211Q (90218.400000 sec): 3 clusters
  Score: Raw -1376907.678861 + Penalty 3152.288666 = -1373755.390195
  nChanged 33
		SP:Iteration 212Q (90218.700000 sec): 3 clusters
  Score: Raw -1376915.572543 + Penalty 3152.288666 = -1373763.283877
  nChanged 34
		SP:Iteration 213Q (90219.000000 sec): 3 clusters
  Score: Raw -1376922.408109 + Penalty 3152.288666 = -1373770.119443
  nChanged 32
		SP:Iteration 214Q (90219.300000 sec): 3 clusters
  Score: Raw -1376929.652533 + Penalty 3152.288666 = -1373777.363867
  nChanged 40
		SP:Iteration 215Q (90219.610000 sec): 3 clusters
  Score: Raw -1376940.011527 + Penalty 3152.288666 = -1373787.722860
  nChanged 46
		SP:Iteration 216Q (90219.910000 sec): 3 clusters
  Score: Raw -1376949.428277 + Penalty 3152.288666 = -1373797.139610
  nChanged 37
		SP:Iteration 217Q (90220.220000 sec): 3 clusters
  Score: Raw -1376958.962280 + Penalty 3152.288666 = -1373806.673613
  nChanged 47
		SP:Iteration 218Q (90220.520000 sec): 3 clusters
  Score: Raw -1376975.870564 + Penalty 3152.288666 = -1373823.581897
  nChanged 59
		SP:Iteration 219Q (90220.830000 sec): 3 clusters
  Score: Raw -1376991.447920 + Penalty 3152.288666 = -1373839.159253
  nChanged 46
		SP:Iteration 220F (90221.130000 sec): 3 clusters
  Score: Raw -1377005.572595 + Penalty 3152.288666 = -1373853.283929
  nChanged 36
		SP:Iteration 221Q (90221.440000 sec): 3 clusters
  Score: Raw -1377015.846880 + Penalty 3152.288666 = -1373863.558214
  nChanged 40
		SP:Iteration 222Q (90221.750000 sec): 3 clusters
  Score: Raw -1377024.698402 + Penalty 3152.288666 = -1373872.409735
  nChanged 41
		SP:Iteration 223Q (90222.060000 sec): 3 clusters
  Score: Raw -1377034.728599 + Penalty 3152.288666 = -1373882.439933
  nChanged 37
		SP:Iteration 224Q (90222.360000 sec): 3 clusters
  Score: Raw -1377041.577571 + Penalty 3152.288666 = -1373889.288905
  nChanged 33
		SP:Iteration 225Q (90222.670000 sec): 3 clusters
  Score: Raw -1377049.678091 + Penalty 3152.288666 = -1373897.389425
  nChanged 32
		SP:Iteration 226Q (90222.970000 sec): 3 clusters
  Score: Raw -1377058.014952 + Penalty 3152.288666 = -1373905.726286
  nChanged 31
		SP:Iteration 227Q (90223.280000 sec): 3 clusters
  Score: Raw -1377066.329952 + Penalty 3152.288666 = -1373914.041286
  nChanged 38
		SP:Iteration 228Q (90223.580000 sec): 3 clusters
  Score: Raw -1377074.850217 + Penalty 3152.288666 = -1373922.561551
  nChanged 36
		SP:Iteration 229Q (90223.860000 sec): 3 clusters
  Score: Raw -1377085.131484 + Penalty 3152.288666 = -1373932.842818
  nChanged 32
		SP:Iteration 230Q (90224.130000 sec): 3 clusters
  Score: Raw -1377095.270754 + Penalty 3152.288666 = -1373942.982088
  nChanged 34
		SP:Iteration 231Q (90224.410000 sec): 3 clusters
  Score: Raw -1377103.062051 + Penalty 3152.288666 = -1373950.773385
  nChanged 35
		SP:Iteration 232Q (90224.680000 sec): 3 clusters
  Score: Raw -1377110.449393 + Penalty 3152.288666 = -1373958.160727
  nChanged 22
		SP:Iteration 233Q (90224.960000 sec): 3 clusters
  Score: Raw -1377116.250118 + Penalty 3152.288666 = -1373963.961452
  nChanged 19
		SP:Iteration 234Q (90225.240000 sec): 3 clusters
  Score: Raw -1377121.976085 + Penalty 3152.288666 = -1373969.687419
  nChanged 20
		SP:Iteration 235Q (90225.510000 sec): 3 clusters
  Score: Raw -1377125.587394 + Penalty 3152.288666 = -1373973.298728
  nChanged 13
		SP:Iteration 236Q (90225.780000 sec): 3 clusters
  Score: Raw -1377128.350289 + Penalty 3152.288666 = -1373976.061622
  nChanged 11
		SP:Iteration 237Q (90226.060000 sec): 3 clusters
  Score: Raw -1377130.251142 + Penalty 3152.288666 = -1373977.962476
  nChanged 8
		SP:Iteration 238Q (90226.340000 sec): 3 clusters
  Score: Raw -1377132.476373 + Penalty 3152.288666 = -1373980.187707
  nChanged 13
		SP:Iteration 239Q (90226.660000 sec): 3 clusters
  Score: Raw -1377135.209881 + Penalty 3152.288666 = -1373982.921215
  nChanged 14
		SP:Iteration 240F (90226.930000 sec): 3 clusters
  Score: Raw -1377138.264348 + Penalty 3152.288666 = -1373985.975682
  nChanged 9
		SP:Iteration 241Q (90227.210000 sec): 3 clusters
  Score: Raw -1377139.805361 + Penalty 3152.288666 = -1373987.516694
  nChanged 10
		SP:Iteration 242Q (90227.490000 sec): 3 clusters
  Score: Raw -1377141.604835 + Penalty 3152.288666 = -1373989.316169
  nChanged 12
		SP:Iteration 243Q (90227.770000 sec): 3 clusters
  Score: Raw -1377144.807702 + Penalty 3152.288666 = -1373992.519036
  nChanged 16
		SP:Iteration 244Q (90228.050000 sec): 3 clusters
  Score: Raw -1377149.155344 + Penalty 3152.288666 = -1373996.866678
  nChanged 18
		SP:Iteration 245Q (90228.330000 sec): 3 clusters
  Score: Raw -1377153.314088 + Penalty 3152.288666 = -1374001.025422
  nChanged 13
		SP:Iteration 246Q (90228.610000 sec): 3 clusters
  Score: Raw -1377156.071383 + Penalty 3152.288666 = -1374003.782717
  nChanged 11
		SP:Iteration 247Q (90228.890000 sec): 3 clusters
  Score: Raw -1377157.917791 + Penalty 3152.288666 = -1374005.629125
  nChanged 6
		SP:Iteration 248Q (90229.160000 sec): 3 clusters
  Score: Raw -1377158.989309 + Penalty 3152.288666 = -1374006.700643
  nChanged 9
		SP:Iteration 249Q (90229.440000 sec): 3 clusters
  Score: Raw -1377160.461845 + Penalty 3152.288666 = -1374008.173179
  nChanged 10
		SP:Iteration 250Q (90229.720000 sec): 3 clusters
  Score: Raw -1377162.538880 + Penalty 3152.288666 = -1374010.250213
  nChanged 13
		SP:Iteration 251Q (90230.000000 sec): 3 clusters
  Score: Raw -1377165.072947 + Penalty 3152.288666 = -1374012.784281
  nChanged 13
		SP:Iteration 252Q (90230.280000 sec): 3 clusters
  Score: Raw -1377167.542222 + Penalty 3152.288666 = -1374015.253555
  nChanged 15
		SP:Iteration 253Q (90230.570000 sec): 3 clusters
  Score: Raw -1377169.945891 + Penalty 3152.288666 = -1374017.657225
  nChanged 8
		SP:Iteration 254Q (90230.850000 sec): 3 clusters
  Score: Raw -1377171.433873 + Penalty 3152.288666 = -1374019.145206
  nChanged 7
		SP:Iteration 255Q (90231.130000 sec): 3 clusters
  Score: Raw -1377172.970346 + Penalty 3152.288666 = -1374020.681680
  nChanged 4
		SP:Iteration 256Q (90231.420000 sec): 3 clusters
  Score: Raw -1377173.824913 + Penalty 3152.288666 = -1374021.536247
  nChanged 3
		SP:Iteration 257Q (90231.700000 sec): 3 clusters
  Score: Raw -1377174.378984 + Penalty 3152.288666 = -1374022.090318
  nChanged 4
		SP:Iteration 258Q (90231.980000 sec): 3 clusters
  Score: Raw -1377175.417712 + Penalty 3152.288666 = -1374023.129046
  nChanged 5
		SP:Iteration 259Q (90232.260000 sec): 3 clusters
  Score: Raw -1377176.623902 + Penalty 3152.288666 = -1374024.335236
  nChanged 9
		SP:Iteration 260F (90232.550000 sec): 3 clusters
  Score: Raw -1377178.550351 + Penalty 3152.288666 = -1374026.261685
  nChanged 6
		SP:Iteration 261Q (90232.840000 sec): 3 clusters
  Score: Raw -1377179.614396 + Penalty 3152.288666 = -1374027.325730
  nChanged 5
		SP:Iteration 262Q (90233.150000 sec): 3 clusters
  Score: Raw -1377180.658415 + Penalty 3152.288666 = -1374028.369748
  nChanged 6
		SP:Iteration 263Q (90233.380000 sec): 3 clusters
  Score: Raw -1377181.430986 + Penalty 3152.288666 = -1374029.142319
  nChanged 3
		SP:Iteration 264Q (90233.610000 sec): 3 clusters
  Score: Raw -1377181.973734 + Penalty 3152.288666 = -1374029.685068
  nChanged 2
		SP:Iteration 265Q (90233.940000 sec): 3 clusters
  Score: Raw -1377182.274292 + Penalty 3152.288666 = -1374029.985626
  nChanged 1
		SP:Iteration 266Q (90234.200000 sec): 3 clusters
  Score: Raw -1377182.793453 + Penalty 3152.288666 = -1374030.504787
  nChanged 1
		SP:Iteration 267Q (90234.510000 sec): 3 clusters
  Score: Raw -1377182.879332 + Penalty 3152.288666 = -1374030.590665
  nChanged 1
		SP:Iteration 268Q (90234.820000 sec): 3 clusters
  Score: Raw -1377183.009743 + Penalty 3152.288666 = -1374030.721077
  nChanged 0
		SP:Iteration 269F (90235.120000 sec): 3 clusters
  Score: Raw -1377183.009743 + Penalty 3152.288666 = -1374030.721077
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90235.190000 sec): 2 clusters
  Score: Raw -60877.913664 + Penalty 1100.253281 = -59777.660383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90235.360000 sec): 3 clusters
  Score: Raw -60730.969289 + Penalty 2200.506563 = -58530.462726
  nChanged 244
		SP:Iteration 1F (90235.540000 sec): 3 clusters
  Score: Raw -61034.635944 + Penalty 2200.506563 = -58834.129381
  nChanged 77
		SP:Iteration 2F (90235.720000 sec): 3 clusters
  Score: Raw -61149.878270 + Penalty 2200.506563 = -58949.371707
  nChanged 44
		SP:Iteration 3F (90235.890000 sec): 3 clusters
  Score: Raw -61222.113427 + Penalty 2200.506563 = -59021.606864
  nChanged 31
		SP:Iteration 4Q (90236.060000 sec): 3 clusters
  Score: Raw -61267.164856 + Penalty 2200.506563 = -59066.658293
  nChanged 15
		SP:Iteration 5Q (90236.080000 sec): 3 clusters
  Score: Raw -61286.295752 + Penalty 2200.506563 = -59085.789189
  nChanged 12
		SP:Iteration 6Q (90236.100000 sec): 3 clusters
  Score: Raw -61297.166676 + Penalty 2200.506563 = -59096.660114
  nChanged 5
		SP:Iteration 7Q (90236.120000 sec): 3 clusters
  Score: Raw -61299.058167 + Penalty 2200.506563 = -59098.551605
  nChanged 2
		SP:Iteration 8Q (90236.140000 sec): 3 clusters
  Score: Raw -61300.384669 + Penalty 2200.506563 = -59099.878106
  nChanged 2
		SP:Iteration 9Q (90236.160000 sec): 3 clusters
  Score: Raw -61305.573659 + Penalty 2200.506563 = -59105.067096
  nChanged 4
		SP:Iteration 10Q (90236.190000 sec): 3 clusters
  Score: Raw -61313.411424 + Penalty 2200.506563 = -59112.904861
  nChanged 1
		SP:Iteration 11Q (90236.210000 sec): 3 clusters
  Score: Raw -61315.147010 + Penalty 2200.506563 = -59114.640448
  nChanged 4
		SP:Iteration 12Q (90236.240000 sec): 3 clusters
  Score: Raw -61322.641733 + Penalty 2200.506563 = -59122.135171
  nChanged 6
		SP:Iteration 13Q (90236.260000 sec): 3 clusters
  Score: Raw -61327.420514 + Penalty 2200.506563 = -59126.913951
  nChanged 7
		SP:Iteration 14Q (90236.280000 sec): 3 clusters
  Score: Raw -61339.546227 + Penalty 2200.506563 = -59139.039664
  nChanged 14
		SP:Iteration 15Q (90236.310000 sec): 3 clusters
  Score: Raw -61354.878622 + Penalty 2200.506563 = -59154.372059
  nChanged 5
		SP:Iteration 16Q (90236.340000 sec): 3 clusters
  Score: Raw -61358.996875 + Penalty 2200.506563 = -59158.490313
  nChanged 3
		SP:Iteration 17Q (90236.360000 sec): 3 clusters
  Score: Raw -61362.290408 + Penalty 2200.506563 = -59161.783846
  nChanged 2
		SP:Iteration 18Q (90236.380000 sec): 3 clusters
  Score: Raw -61363.867792 + Penalty 2200.506563 = -59163.361229
  nChanged 0
		SP:Iteration 19F (90236.410000 sec): 3 clusters
  Score: Raw -61363.867792 + Penalty 2200.506563 = -59163.361229
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (2254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90236.510000 sec): 2 clusters
  Score: Raw -188914.898458 + Penalty 1254.575025 = -187660.323433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90236.680000 sec): 3 clusters
  Score: Raw -187933.770685 + Penalty 2509.150051 = -185424.620634
  nChanged 817
		SP:Iteration 1F (90236.860000 sec): 3 clusters
  Score: Raw -188512.199972 + Penalty 2509.150051 = -186003.049921
  nChanged 192
		SP:Iteration 2F (90237.040000 sec): 3 clusters
  Score: Raw -188681.755275 + Penalty 2509.150051 = -186172.605224
  nChanged 137
		SP:Iteration 3F (90237.180000 sec): 3 clusters
  Score: Raw -188803.740042 + Penalty 2509.150051 = -186294.589991
  nChanged 103
		SP:Iteration 4Q (90237.220000 sec): 3 clusters
  Score: Raw -188904.155637 + Penalty 2509.150051 = -186395.005587
  nChanged 80
		SP:Iteration 5Q (90237.380000 sec): 3 clusters
  Score: Raw -188971.713617 + Penalty 2509.150051 = -186462.563566
  nChanged 80
		SP:Iteration 6Q (90237.560000 sec): 3 clusters
  Score: Raw -189064.638590 + Penalty 2509.150051 = -186555.488539
  nChanged 97
		SP:Iteration 7Q (90237.740000 sec): 3 clusters
  Score: Raw -189192.639964 + Penalty 2509.150051 = -186683.489914
  nChanged 92
		SP:Iteration 8Q (90237.910000 sec): 3 clusters
  Score: Raw -189292.043593 + Penalty 2509.150051 = -186782.893542
  nChanged 75
		SP:Iteration 9Q (90238.090000 sec): 3 clusters
  Score: Raw -189373.654596 + Penalty 2509.150051 = -186864.504546
  nChanged 68
		SP:Iteration 10Q (90238.180000 sec): 3 clusters
  Score: Raw -189441.623768 + Penalty 2509.150051 = -186932.473717
  nChanged 42
		SP:Iteration 11Q (90238.230000 sec): 3 clusters
  Score: Raw -189480.129708 + Penalty 2509.150051 = -186970.979657
  nChanged 45
		SP:Iteration 12Q (90238.270000 sec): 3 clusters
  Score: Raw -189517.275568 + Penalty 2509.150051 = -187008.125517
  nChanged 30
		SP:Iteration 13Q (90238.320000 sec): 3 clusters
  Score: Raw -189541.196100 + Penalty 2509.150051 = -187032.046049
  nChanged 27
		SP:Iteration 14Q (90238.360000 sec): 3 clusters
  Score: Raw -189565.689068 + Penalty 2509.150051 = -187056.539017
  nChanged 23
		SP:Iteration 15Q (90238.400000 sec): 3 clusters
  Score: Raw -189586.817366 + Penalty 2509.150051 = -187077.667315
  nChanged 21
		SP:Iteration 16Q (90238.450000 sec): 3 clusters
  Score: Raw -189607.090796 + Penalty 2509.150051 = -187097.940745
  nChanged 22
		SP:Iteration 17Q (90238.490000 sec): 3 clusters
  Score: Raw -189622.734702 + Penalty 2509.150051 = -187113.584651
  nChanged 19
		SP:Iteration 18Q (90238.540000 sec): 3 clusters
  Score: Raw -189635.688868 + Penalty 2509.150051 = -187126.538817
  nChanged 14
		SP:Iteration 19Q (90238.580000 sec): 3 clusters
  Score: Raw -189643.978934 + Penalty 2509.150051 = -187134.828883
  nChanged 15
		SP:Iteration 20F (90238.620000 sec): 3 clusters
  Score: Raw -189651.406336 + Penalty 2509.150051 = -187142.256286
  nChanged 3
		SP:Iteration 21Q (90238.670000 sec): 3 clusters
  Score: Raw -189652.003738 + Penalty 2509.150051 = -187142.853687
  nChanged 0
		SP:Iteration 22F (90238.710000 sec): 3 clusters
  Score: Raw -189652.003738 + Penalty 2509.150051 = -187142.853687
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (5993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90238.810000 sec): 2 clusters
  Score: Raw -485990.686187 + Penalty 1413.481453 = -484577.204734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90239.030000 sec): 3 clusters
  Score: Raw -482831.237431 + Penalty 2826.962905 = -480004.274526
  nChanged 2442
		SP:Iteration 1F (90239.200000 sec): 3 clusters
  Score: Raw -484223.567658 + Penalty 2826.962905 = -481396.604753
  nChanged 497
		SP:Iteration 2F (90239.360000 sec): 3 clusters
  Score: Raw -484532.652972 + Penalty 2826.962905 = -481705.690067
  nChanged 445
		SP:Iteration 3F (90239.530000 sec): 3 clusters
  Score: Raw -484848.892694 + Penalty 2826.962905 = -482021.929789
  nChanged 385
		SP:Iteration 4F (90239.700000 sec): 3 clusters
  Score: Raw -485141.691513 + Penalty 2826.962905 = -482314.728608
  nChanged 348
		SP:Iteration 5F (90239.870000 sec): 3 clusters
  Score: Raw -485394.901600 + Penalty 2826.962905 = -482567.938695
  nChanged 290
		SP:Iteration 6Q (90240.040000 sec): 3 clusters
  Score: Raw -485602.978579 + Penalty 2826.962905 = -482776.015674
  nChanged 252
		SP:Iteration 7Q (90240.250000 sec): 3 clusters
  Score: Raw -485784.957067 + Penalty 2826.962905 = -482957.994161
  nChanged 214
		SP:Iteration 8Q (90240.460000 sec): 3 clusters
  Score: Raw -485925.695796 + Penalty 2826.962905 = -483098.732891
  nChanged 182
		SP:Iteration 9Q (90240.620000 sec): 3 clusters
  Score: Raw -486067.983025 + Penalty 2826.962905 = -483241.020120
  nChanged 144
		SP:Iteration 10Q (90240.790000 sec): 3 clusters
  Score: Raw -486203.634378 + Penalty 2826.962905 = -483376.671473
  nChanged 148
		SP:Iteration 11Q (90240.950000 sec): 3 clusters
  Score: Raw -486351.098989 + Penalty 2826.962905 = -483524.136084
  nChanged 160
		SP:Iteration 12Q (90241.120000 sec): 3 clusters
  Score: Raw -486500.049220 + Penalty 2826.962905 = -483673.086315
  nChanged 142
		SP:Iteration 13Q (90241.290000 sec): 3 clusters
  Score: Raw -486618.105576 + Penalty 2826.962905 = -483791.142670
  nChanged 114
		SP:Iteration 14Q (90241.450000 sec): 3 clusters
  Score: Raw -486692.662076 + Penalty 2826.962905 = -483865.699171
  nChanged 80
		SP:Iteration 15Q (90241.660000 sec): 3 clusters
  Score: Raw -486735.259825 + Penalty 2826.962905 = -483908.296920
  nChanged 58
		SP:Iteration 16Q (90241.870000 sec): 3 clusters
  Score: Raw -486765.522770 + Penalty 2826.962905 = -483938.559865
  nChanged 49
		SP:Iteration 17Q (90242.030000 sec): 3 clusters
  Score: Raw -486787.425743 + Penalty 2826.962905 = -483960.462838
  nChanged 39
		SP:Iteration 18Q (90242.190000 sec): 3 clusters
  Score: Raw -486798.923773 + Penalty 2826.962905 = -483971.960867
  nChanged 18
		SP:Iteration 19Q (90242.350000 sec): 3 clusters
  Score: Raw -486804.723167 + Penalty 2826.962905 = -483977.760262
  nChanged 15
		SP:Iteration 20F (90242.520000 sec): 3 clusters
  Score: Raw -486809.638628 + Penalty 2826.962905 = -483982.675723
  nChanged 12
		SP:Iteration 21Q (90242.690000 sec): 3 clusters
  Score: Raw -486813.880849 + Penalty 2826.962905 = -483986.917944
  nChanged 11
		SP:Iteration 22Q (90242.780000 sec): 3 clusters
  Score: Raw -486816.606554 + Penalty 2826.962905 = -483989.643649
  nChanged 12
		SP:Iteration 23Q (90242.980000 sec): 3 clusters
  Score: Raw -486819.905419 + Penalty 2826.962905 = -483992.942514
  nChanged 10
		SP:Iteration 24Q (90243.190000 sec): 3 clusters
  Score: Raw -486822.849912 + Penalty 2826.962905 = -483995.887006
  nChanged 13
		SP:Iteration 25Q (90243.350000 sec): 3 clusters
  Score: Raw -486827.534064 + Penalty 2826.962905 = -484000.571159
  nChanged 10
		SP:Iteration 26Q (90243.530000 sec): 3 clusters
  Score: Raw -486830.138298 + Penalty 2826.962905 = -484003.175393
  nChanged 6
		SP:Iteration 27Q (90243.630000 sec): 3 clusters
  Score: Raw -486831.773483 + Penalty 2826.962905 = -484004.810578
  nChanged 4
		SP:Iteration 28Q (90243.850000 sec): 3 clusters
  Score: Raw -486832.614637 + Penalty 2826.962905 = -484005.651732
  nChanged 3
		SP:Iteration 29Q (90244.010000 sec): 3 clusters
  Score: Raw -486833.053508 + Penalty 2826.962905 = -484006.090602
  nChanged 4
		SP:Iteration 30Q (90244.170000 sec): 3 clusters
  Score: Raw -486834.036616 + Penalty 2826.962905 = -484007.073711
  nChanged 2
		SP:Iteration 31Q (90244.330000 sec): 3 clusters
  Score: Raw -486835.034363 + Penalty 2826.962905 = -484008.071458
  nChanged 4
		SP:Iteration 32Q (90244.490000 sec): 3 clusters
  Score: Raw -486835.777359 + Penalty 2826.962905 = -484008.814454
  nChanged 2
		SP:Iteration 33Q (90244.660000 sec): 3 clusters
  Score: Raw -486836.900522 + Penalty 2826.962905 = -484009.937617
  nChanged 1
		SP:Iteration 34Q (90244.830000 sec): 3 clusters
  Score: Raw -486836.992250 + Penalty 2826.962905 = -484010.029345
  nChanged 0
		SP:Iteration 35F (90244.990000 sec): 3 clusters
  Score: Raw -486836.992250 + Penalty 2826.962905 = -484010.029345
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (7548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90245.120000 sec): 2 clusters
  Score: Raw -679246.430315 + Penalty 1450.968660 = -677795.461656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90245.340000 sec): 3 clusters
  Score: Raw -675158.043932 + Penalty 2901.937320 = -672256.106613
  nChanged 3233
		SP:Iteration 1F (90245.540000 sec): 3 clusters
  Score: Raw -677352.285365 + Penalty 2901.937320 = -674450.348045
  nChanged 760
		SP:Iteration 2F (90245.740000 sec): 3 clusters
  Score: Raw -678103.329607 + Penalty 2901.937320 = -675201.392287
  nChanged 690
		SP:Iteration 3F (90245.930000 sec): 3 clusters
  Score: Raw -678744.353789 + Penalty 2901.937320 = -675842.416470
  nChanged 508
		SP:Iteration 4F (90246.130000 sec): 3 clusters
  Score: Raw -679118.193945 + Penalty 2901.937320 = -676216.256625
  nChanged 375
		SP:Iteration 5Q (90246.330000 sec): 3 clusters
  Score: Raw -679341.299057 + Penalty 2901.937320 = -676439.361737
  nChanged 300
		SP:Iteration 6Q (90246.450000 sec): 3 clusters
  Score: Raw -679491.528019 + Penalty 2901.937320 = -676589.590699
  nChanged 217
		SP:Iteration 7Q (90246.570000 sec): 3 clusters
  Score: Raw -679582.144543 + Penalty 2901.937320 = -676680.207223
  nChanged 183
		SP:Iteration 8Q (90246.690000 sec): 3 clusters
  Score: Raw -679667.737571 + Penalty 2901.937320 = -676765.800252
  nChanged 165
		SP:Iteration 9Q (90246.920000 sec): 3 clusters
  Score: Raw -679768.256016 + Penalty 2901.937320 = -676866.318696
  nChanged 164
		SP:Iteration 10Q (90247.080000 sec): 3 clusters
  Score: Raw -679853.676557 + Penalty 2901.937320 = -676951.739237
  nChanged 120
		SP:Iteration 11Q (90247.280000 sec): 3 clusters
  Score: Raw -679891.156131 + Penalty 2901.937320 = -676989.218812
  nChanged 109
		SP:Iteration 12Q (90247.480000 sec): 3 clusters
  Score: Raw -679924.062179 + Penalty 2901.937320 = -677022.124860
  nChanged 86
		SP:Iteration 13Q (90247.650000 sec): 3 clusters
  Score: Raw -679952.582489 + Penalty 2901.937320 = -677050.645169
  nChanged 77
		SP:Iteration 14Q (90247.770000 sec): 3 clusters
  Score: Raw -679972.528857 + Penalty 2901.937320 = -677070.591538
  nChanged 70
		SP:Iteration 15Q (90247.880000 sec): 3 clusters
  Score: Raw -679991.859554 + Penalty 2901.937320 = -677089.922235
  nChanged 57
		SP:Iteration 16Q (90248.000000 sec): 3 clusters
  Score: Raw -680005.871112 + Penalty 2901.937320 = -677103.933792
  nChanged 47
		SP:Iteration 17Q (90248.190000 sec): 3 clusters
  Score: Raw -680017.872168 + Penalty 2901.937320 = -677115.934848
  nChanged 47
		SP:Iteration 18Q (90248.330000 sec): 3 clusters
  Score: Raw -680029.428509 + Penalty 2901.937320 = -677127.491190
  nChanged 39
		SP:Iteration 19Q (90248.450000 sec): 3 clusters
  Score: Raw -680037.425727 + Penalty 2901.937320 = -677135.488407
  nChanged 29
		SP:Iteration 20F (90248.560000 sec): 3 clusters
  Score: Raw -680043.654338 + Penalty 2901.937320 = -677141.717019
  nChanged 21
		SP:Iteration 21Q (90248.680000 sec): 3 clusters
  Score: Raw -680046.470389 + Penalty 2901.937320 = -677144.533069
  nChanged 16
		SP:Iteration 22Q (90248.800000 sec): 3 clusters
  Score: Raw -680048.943521 + Penalty 2901.937320 = -677147.006202
  nChanged 16
		SP:Iteration 23Q (90248.930000 sec): 3 clusters
  Score: Raw -680052.056825 + Penalty 2901.937320 = -677150.119506
  nChanged 20
		SP:Iteration 24Q (90249.050000 sec): 3 clusters
  Score: Raw -680056.648242 + Penalty 2901.937320 = -677154.710922
  nChanged 18
		SP:Iteration 25Q (90249.160000 sec): 3 clusters
  Score: Raw -680059.848043 + Penalty 2901.937320 = -677157.910723
  nChanged 19
		SP:Iteration 26Q (90249.280000 sec): 3 clusters
  Score: Raw -680064.068687 + Penalty 2901.937320 = -677162.131368
  nChanged 18
		SP:Iteration 27Q (90249.400000 sec): 3 clusters
  Score: Raw -680068.036740 + Penalty 2901.937320 = -677166.099420
  nChanged 17
		SP:Iteration 28Q (90249.520000 sec): 3 clusters
  Score: Raw -680071.611711 + Penalty 2901.937320 = -677169.674392
  nChanged 18
		SP:Iteration 29Q (90249.640000 sec): 3 clusters
  Score: Raw -680075.573372 + Penalty 2901.937320 = -677173.636053
  nChanged 17
		SP:Iteration 30Q (90249.760000 sec): 3 clusters
  Score: Raw -680078.139035 + Penalty 2901.937320 = -677176.201716
  nChanged 17
		SP:Iteration 31Q (90249.880000 sec): 3 clusters
  Score: Raw -680081.094877 + Penalty 2901.937320 = -677179.157558
  nChanged 18
		SP:Iteration 32Q (90250.000000 sec): 3 clusters
  Score: Raw -680083.613537 + Penalty 2901.937320 = -677181.676217
  nChanged 11
		SP:Iteration 33Q (90250.120000 sec): 3 clusters
  Score: Raw -680085.830988 + Penalty 2901.937320 = -677183.893669
  nChanged 9
		SP:Iteration 34Q (90250.240000 sec): 3 clusters
  Score: Raw -680087.353527 + Penalty 2901.937320 = -677185.416207
  nChanged 12
		SP:Iteration 35Q (90250.360000 sec): 3 clusters
  Score: Raw -680090.429867 + Penalty 2901.937320 = -677188.492547
  nChanged 20
		SP:Iteration 36Q (90250.470000 sec): 3 clusters
  Score: Raw -680094.146107 + Penalty 2901.937320 = -677192.208787
  nChanged 20
		SP:Iteration 37Q (90250.590000 sec): 3 clusters
  Score: Raw -680097.175237 + Penalty 2901.937320 = -677195.237918
  nChanged 15
		SP:Iteration 38Q (90250.710000 sec): 3 clusters
  Score: Raw -680099.264076 + Penalty 2901.937320 = -677197.326756
  nChanged 12
		SP:Iteration 39Q (90250.830000 sec): 3 clusters
  Score: Raw -680102.087539 + Penalty 2901.937320 = -677200.150220
  nChanged 11
		SP:Iteration 40F (90250.950000 sec): 3 clusters
  Score: Raw -680103.264061 + Penalty 2901.937320 = -677201.326742
  nChanged 5
		SP:Iteration 41Q (90251.060000 sec): 3 clusters
  Score: Raw -680103.925280 + Penalty 2901.937320 = -677201.987960
  nChanged 8
		SP:Iteration 42Q (90251.240000 sec): 3 clusters
  Score: Raw -680105.337655 + Penalty 2901.937320 = -677203.400335
  nChanged 7
		SP:Iteration 43Q (90251.440000 sec): 3 clusters
  Score: Raw -680106.245145 + Penalty 2901.937320 = -677204.307825
  nChanged 5
		SP:Iteration 44Q (90251.640000 sec): 3 clusters
  Score: Raw -680106.773286 + Penalty 2901.937320 = -677204.835966
  nChanged 4
		SP:Iteration 45Q (90251.840000 sec): 3 clusters
  Score: Raw -680107.137048 + Penalty 2901.937320 = -677205.199728
  nChanged 3
		SP:Iteration 46Q (90252.040000 sec): 3 clusters
  Score: Raw -680107.542649 + Penalty 2901.937320 = -677205.605329
  nChanged 3
		SP:Iteration 47Q (90252.240000 sec): 3 clusters
  Score: Raw -680108.309223 + Penalty 2901.937320 = -677206.371904
  nChanged 4
		SP:Iteration 48Q (90252.440000 sec): 3 clusters
  Score: Raw -680109.101121 + Penalty 2901.937320 = -677207.163801
  nChanged 5
		SP:Iteration 49Q (90252.640000 sec): 3 clusters
  Score: Raw -680109.541523 + Penalty 2901.937320 = -677207.604203
  nChanged 5
		SP:Iteration 50Q (90252.840000 sec): 3 clusters
  Score: Raw -680110.584442 + Penalty 2901.937320 = -677208.647123
  nChanged 8
		SP:Iteration 51Q (90253.030000 sec): 3 clusters
  Score: Raw -680111.542902 + Penalty 2901.937320 = -677209.605583
  nChanged 2
		SP:Iteration 52Q (90253.230000 sec): 3 clusters
  Score: Raw -680111.899603 + Penalty 2901.937320 = -677209.962284
  nChanged 2
		SP:Iteration 53Q (90253.430000 sec): 3 clusters
  Score: Raw -680112.025643 + Penalty 2901.937320 = -677210.088323
  nChanged 2
		SP:Iteration 54Q (90253.630000 sec): 3 clusters
  Score: Raw -680112.130464 + Penalty 2901.937320 = -677210.193144
  nChanged 2
		SP:Iteration 55Q (90253.830000 sec): 3 clusters
  Score: Raw -680112.221910 + Penalty 2901.937320 = -677210.284590
  nChanged 0
		SP:Iteration 56F (90254.030000 sec): 3 clusters
  Score: Raw -680112.221910 + Penalty 2901.937320 = -677210.284590
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (5424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90254.130000 sec): 2 clusters
  Score: Raw -460670.368829 + Penalty 1397.270685 = -459273.098145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90254.310000 sec): 3 clusters
  Score: Raw -457888.463595 + Penalty 2794.541370 = -455093.922225
  nChanged 2165
		SP:Iteration 1F (90254.480000 sec): 3 clusters
  Score: Raw -459367.656788 + Penalty 2794.541370 = -456573.115419
  nChanged 488
		SP:Iteration 2F (90254.650000 sec): 3 clusters
  Score: Raw -459768.949903 + Penalty 2794.541370 = -456974.408533
  nChanged 386
		SP:Iteration 3F (90254.820000 sec): 3 clusters
  Score: Raw -460054.056485 + Penalty 2794.541370 = -457259.515116
  nChanged 310
		SP:Iteration 4F (90255.000000 sec): 3 clusters
  Score: Raw -460261.280328 + Penalty 2794.541370 = -457466.738958
  nChanged 242
		SP:Iteration 5Q (90255.170000 sec): 3 clusters
  Score: Raw -460410.782341 + Penalty 2794.541370 = -457616.240971
  nChanged 208
		SP:Iteration 6Q (90255.340000 sec): 3 clusters
  Score: Raw -460538.485574 + Penalty 2794.541370 = -457743.944205
  nChanged 178
		SP:Iteration 7Q (90255.510000 sec): 3 clusters
  Score: Raw -460637.598962 + Penalty 2794.541370 = -457843.057593
  nChanged 136
		SP:Iteration 8Q (90255.680000 sec): 3 clusters
  Score: Raw -460697.861884 + Penalty 2794.541370 = -457903.320515
  nChanged 95
		SP:Iteration 9Q (90255.860000 sec): 3 clusters
  Score: Raw -460736.485160 + Penalty 2794.541370 = -457941.943790
  nChanged 77
		SP:Iteration 10Q (90256.030000 sec): 3 clusters
  Score: Raw -460761.426820 + Penalty 2794.541370 = -457966.885450
  nChanged 74
		SP:Iteration 11Q (90256.200000 sec): 3 clusters
  Score: Raw -460783.888522 + Penalty 2794.541370 = -457989.347152
  nChanged 53
		SP:Iteration 12Q (90256.380000 sec): 3 clusters
  Score: Raw -460804.174339 + Penalty 2794.541370 = -458009.632969
  nChanged 47
		SP:Iteration 13Q (90256.550000 sec): 3 clusters
  Score: Raw -460820.605779 + Penalty 2794.541370 = -458026.064410
  nChanged 44
		SP:Iteration 14Q (90256.720000 sec): 3 clusters
  Score: Raw -460838.259282 + Penalty 2794.541370 = -458043.717913
  nChanged 40
		SP:Iteration 15Q (90256.890000 sec): 3 clusters
  Score: Raw -460858.149500 + Penalty 2794.541370 = -458063.608131
  nChanged 35
		SP:Iteration 16Q (90257.060000 sec): 3 clusters
  Score: Raw -460871.674239 + Penalty 2794.541370 = -458077.132869
  nChanged 35
		SP:Iteration 17Q (90257.240000 sec): 3 clusters
  Score: Raw -460882.002313 + Penalty 2794.541370 = -458087.460943
  nChanged 34
		SP:Iteration 18Q (90257.410000 sec): 3 clusters
  Score: Raw -460892.193860 + Penalty 2794.541370 = -458097.652490
  nChanged 35
		SP:Iteration 19Q (90257.590000 sec): 3 clusters
  Score: Raw -460901.674046 + Penalty 2794.541370 = -458107.132676
  nChanged 30
		SP:Iteration 20F (90257.760000 sec): 3 clusters
  Score: Raw -460914.263780 + Penalty 2794.541370 = -458119.722411
  nChanged 43
		SP:Iteration 21Q (90257.940000 sec): 3 clusters
  Score: Raw -460931.998523 + Penalty 2794.541370 = -458137.457153
  nChanged 43
		SP:Iteration 22Q (90258.110000 sec): 3 clusters
  Score: Raw -460948.842508 + Penalty 2794.541370 = -458154.301139
  nChanged 44
		SP:Iteration 23Q (90258.280000 sec): 3 clusters
  Score: Raw -460968.836460 + Penalty 2794.541370 = -458174.295090
  nChanged 51
		SP:Iteration 24Q (90258.460000 sec): 3 clusters
  Score: Raw -460987.930266 + Penalty 2794.541370 = -458193.388896
  nChanged 40
		SP:Iteration 25Q (90258.630000 sec): 3 clusters
  Score: Raw -461001.040479 + Penalty 2794.541370 = -458206.499109
  nChanged 32
		SP:Iteration 26Q (90258.800000 sec): 3 clusters
  Score: Raw -461012.901742 + Penalty 2794.541370 = -458218.360373
  nChanged 34
		SP:Iteration 27Q (90258.980000 sec): 3 clusters
  Score: Raw -461024.837492 + Penalty 2794.541370 = -458230.296122
  nChanged 37
		SP:Iteration 28Q (90259.150000 sec): 3 clusters
  Score: Raw -461041.230785 + Penalty 2794.541370 = -458246.689416
  nChanged 44
		SP:Iteration 29Q (90259.330000 sec): 3 clusters
  Score: Raw -461057.438850 + Penalty 2794.541370 = -458262.897481
  nChanged 42
		SP:Iteration 30Q (90259.500000 sec): 3 clusters
  Score: Raw -461073.165374 + Penalty 2794.541370 = -458278.624004
  nChanged 38
		SP:Iteration 31Q (90259.680000 sec): 3 clusters
  Score: Raw -461089.203118 + Penalty 2794.541370 = -458294.661748
  nChanged 35
		SP:Iteration 32Q (90259.850000 sec): 3 clusters
  Score: Raw -461102.541137 + Penalty 2794.541370 = -458307.999767
  nChanged 36
		SP:Iteration 33Q (90260.020000 sec): 3 clusters
  Score: Raw -461117.605120 + Penalty 2794.541370 = -458323.063751
  nChanged 33
		SP:Iteration 34Q (90260.200000 sec): 3 clusters
  Score: Raw -461132.065092 + Penalty 2794.541370 = -458337.523722
  nChanged 35
		SP:Iteration 35Q (90260.370000 sec): 3 clusters
  Score: Raw -461146.120643 + Penalty 2794.541370 = -458351.579274
  nChanged 30
		SP:Iteration 36Q (90260.550000 sec): 3 clusters
  Score: Raw -461156.231150 + Penalty 2794.541370 = -458361.689781
  nChanged 30
		SP:Iteration 37Q (90260.720000 sec): 3 clusters
  Score: Raw -461163.939978 + Penalty 2794.541370 = -458369.398609
  nChanged 21
		SP:Iteration 38Q (90260.890000 sec): 3 clusters
  Score: Raw -461171.098552 + Penalty 2794.541370 = -458376.557182
  nChanged 27
		SP:Iteration 39Q (90261.110000 sec): 3 clusters
  Score: Raw -461181.133075 + Penalty 2794.541370 = -458386.591705
  nChanged 21
		SP:Iteration 40F (90261.280000 sec): 3 clusters
  Score: Raw -461192.279867 + Penalty 2794.541370 = -458397.738498
  nChanged 29
		SP:Iteration 41Q (90261.460000 sec): 3 clusters
  Score: Raw -461206.401312 + Penalty 2794.541370 = -458411.859942
  nChanged 45
		SP:Iteration 42Q (90261.630000 sec): 3 clusters
  Score: Raw -461224.291556 + Penalty 2794.541370 = -458429.750186
  nChanged 34
		SP:Iteration 43Q (90261.830000 sec): 3 clusters
  Score: Raw -461236.635184 + Penalty 2794.541370 = -458442.093815
  nChanged 42
		SP:Iteration 44Q (90261.970000 sec): 3 clusters
  Score: Raw -461252.612593 + Penalty 2794.541370 = -458458.071223
  nChanged 43
		SP:Iteration 45Q (90262.140000 sec): 3 clusters
  Score: Raw -461270.039562 + Penalty 2794.541370 = -458475.498192
  nChanged 36
		SP:Iteration 46Q (90262.360000 sec): 3 clusters
  Score: Raw -461285.789061 + Penalty 2794.541370 = -458491.247692
  nChanged 36
		SP:Iteration 47Q (90262.580000 sec): 3 clusters
  Score: Raw -461301.919090 + Penalty 2794.541370 = -458507.377721
  nChanged 30
		SP:Iteration 48Q (90262.710000 sec): 3 clusters
  Score: Raw -461311.345674 + Penalty 2794.541370 = -458516.804304
  nChanged 18
		SP:Iteration 49Q (90262.890000 sec): 3 clusters
  Score: Raw -461317.794415 + Penalty 2794.541370 = -458523.253045
  nChanged 16
		SP:Iteration 50Q (90263.030000 sec): 3 clusters
  Score: Raw -461322.683437 + Penalty 2794.541370 = -458528.142067
  nChanged 14
		SP:Iteration 51Q (90263.240000 sec): 3 clusters
  Score: Raw -461329.353002 + Penalty 2794.541370 = -458534.811632
  nChanged 17
		SP:Iteration 52Q (90263.460000 sec): 3 clusters
  Score: Raw -461335.387139 + Penalty 2794.541370 = -458540.845769
  nChanged 13
		SP:Iteration 53Q (90263.610000 sec): 3 clusters
  Score: Raw -461341.297288 + Penalty 2794.541370 = -458546.755919
  nChanged 18
		SP:Iteration 54Q (90263.780000 sec): 3 clusters
  Score: Raw -461348.045969 + Penalty 2794.541370 = -458553.504600
  nChanged 19
		SP:Iteration 55Q (90263.950000 sec): 3 clusters
  Score: Raw -461355.805751 + Penalty 2794.541370 = -458561.264381
  nChanged 22
		SP:Iteration 56Q (90264.120000 sec): 3 clusters
  Score: Raw -461370.210262 + Penalty 2794.541370 = -458575.668893
  nChanged 32
		SP:Iteration 57Q (90264.310000 sec): 3 clusters
  Score: Raw -461396.736842 + Penalty 2794.541370 = -458602.195473
  nChanged 47
		SP:Iteration 58Q (90264.480000 sec): 3 clusters
  Score: Raw -461440.809547 + Penalty 2794.541370 = -458646.268177
  nChanged 53
		SP:Iteration 59Q (90264.650000 sec): 3 clusters
  Score: Raw -461483.889966 + Penalty 2794.541370 = -458689.348596
  nChanged 49
		SP:Iteration 60F (90264.820000 sec): 3 clusters
  Score: Raw -461520.204526 + Penalty 2794.541370 = -458725.663156
  nChanged 47
		SP:Iteration 61Q (90265.000000 sec): 3 clusters
  Score: Raw -461546.658708 + Penalty 2794.541370 = -458752.117338
  nChanged 39
		SP:Iteration 62Q (90265.170000 sec): 3 clusters
  Score: Raw -461566.540239 + Penalty 2794.541370 = -458771.998870
  nChanged 33
		SP:Iteration 63Q (90265.340000 sec): 3 clusters
  Score: Raw -461584.117088 + Penalty 2794.541370 = -458789.575718
  nChanged 34
		SP:Iteration 64Q (90265.510000 sec): 3 clusters
  Score: Raw -461599.291235 + Penalty 2794.541370 = -458804.749866
  nChanged 24
		SP:Iteration 65Q (90265.680000 sec): 3 clusters
  Score: Raw -461608.110442 + Penalty 2794.541370 = -458813.569072
  nChanged 22
		SP:Iteration 66Q (90265.860000 sec): 3 clusters
  Score: Raw -461617.613112 + Penalty 2794.541370 = -458823.071743
  nChanged 18
		SP:Iteration 67Q (90266.030000 sec): 3 clusters
  Score: Raw -461625.719332 + Penalty 2794.541370 = -458831.177963
  nChanged 16
		SP:Iteration 68Q (90266.200000 sec): 3 clusters
  Score: Raw -461633.199733 + Penalty 2794.541370 = -458838.658363
  nChanged 19
		SP:Iteration 69Q (90266.370000 sec): 3 clusters
  Score: Raw -461641.525990 + Penalty 2794.541370 = -458846.984620
  nChanged 15
		SP:Iteration 70Q (90266.540000 sec): 3 clusters
  Score: Raw -461646.117424 + Penalty 2794.541370 = -458851.576054
  nChanged 7
		SP:Iteration 71Q (90266.720000 sec): 3 clusters
  Score: Raw -461648.548797 + Penalty 2794.541370 = -458854.007427
  nChanged 3
		SP:Iteration 72Q (90266.890000 sec): 3 clusters
  Score: Raw -461650.022075 + Penalty 2794.541370 = -458855.480705
  nChanged 2
		SP:Iteration 73Q (90267.060000 sec): 3 clusters
  Score: Raw -461650.442829 + Penalty 2794.541370 = -458855.901460
  nChanged 3
		SP:Iteration 74Q (90267.230000 sec): 3 clusters
  Score: Raw -461651.104332 + Penalty 2794.541370 = -458856.562962
  nChanged 3
		SP:Iteration 75Q (90267.410000 sec): 3 clusters
  Score: Raw -461651.504334 + Penalty 2794.541370 = -458856.962965
  nChanged 0
		SP:Iteration 76F (90267.580000 sec): 3 clusters
  Score: Raw -461651.504334 + Penalty 2794.541370 = -458856.962965
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (3635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90267.670000 sec): 2 clusters
  Score: Raw -299197.235385 + Penalty 1332.234213 = -297865.001172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90267.850000 sec): 3 clusters
  Score: Raw -297406.500091 + Penalty 2664.468427 = -294742.031664
  nChanged 1445
		SP:Iteration 1F (90268.020000 sec): 3 clusters
  Score: Raw -298316.887142 + Penalty 2664.468427 = -295652.418715
  nChanged 332
		SP:Iteration 2F (90268.170000 sec): 3 clusters
  Score: Raw -298587.774188 + Penalty 2664.468427 = -295923.305761
  nChanged 272
		SP:Iteration 3F (90268.330000 sec): 3 clusters
  Score: Raw -298807.240714 + Penalty 2664.468427 = -296142.772287
  nChanged 223
		SP:Iteration 4F (90268.500000 sec): 3 clusters
  Score: Raw -298970.450634 + Penalty 2664.468427 = -296305.982207
  nChanged 181
		SP:Iteration 5Q (90268.680000 sec): 3 clusters
  Score: Raw -299099.284034 + Penalty 2664.468427 = -296434.815608
  nChanged 148
		SP:Iteration 6Q (90268.860000 sec): 3 clusters
  Score: Raw -299195.512402 + Penalty 2664.468427 = -296531.043975
  nChanged 106
		SP:Iteration 7Q (90269.030000 sec): 3 clusters
  Score: Raw -299258.705431 + Penalty 2664.468427 = -296594.237004
  nChanged 84
		SP:Iteration 8Q (90269.210000 sec): 3 clusters
  Score: Raw -299295.331692 + Penalty 2664.468427 = -296630.863265
  nChanged 65
		SP:Iteration 9Q (90269.280000 sec): 3 clusters
  Score: Raw -299326.167942 + Penalty 2664.468427 = -296661.699515
  nChanged 52
		SP:Iteration 10Q (90269.360000 sec): 3 clusters
  Score: Raw -299350.555511 + Penalty 2664.468427 = -296686.087084
  nChanged 40
		SP:Iteration 11Q (90269.440000 sec): 3 clusters
  Score: Raw -299372.062555 + Penalty 2664.468427 = -296707.594128
  nChanged 35
		SP:Iteration 12Q (90269.510000 sec): 3 clusters
  Score: Raw -299390.672966 + Penalty 2664.468427 = -296726.204540
  nChanged 36
		SP:Iteration 13Q (90269.590000 sec): 3 clusters
  Score: Raw -299403.325091 + Penalty 2664.468427 = -296738.856664
  nChanged 20
		SP:Iteration 14Q (90269.660000 sec): 3 clusters
  Score: Raw -299412.928222 + Penalty 2664.468427 = -296748.459795
  nChanged 30
		SP:Iteration 15Q (90269.740000 sec): 3 clusters
  Score: Raw -299422.169440 + Penalty 2664.468427 = -296757.701013
  nChanged 20
		SP:Iteration 16Q (90269.820000 sec): 3 clusters
  Score: Raw -299429.275031 + Penalty 2664.468427 = -296764.806605
  nChanged 17
		SP:Iteration 17Q (90269.890000 sec): 3 clusters
  Score: Raw -299436.175784 + Penalty 2664.468427 = -296771.707358
  nChanged 21
		SP:Iteration 18Q (90269.960000 sec): 3 clusters
  Score: Raw -299442.383119 + Penalty 2664.468427 = -296777.914692
  nChanged 12
		SP:Iteration 19Q (90270.040000 sec): 3 clusters
  Score: Raw -299446.224522 + Penalty 2664.468427 = -296781.756096
  nChanged 8
		SP:Iteration 20F (90270.110000 sec): 3 clusters
  Score: Raw -299448.807058 + Penalty 2664.468427 = -296784.338632
  nChanged 11
		SP:Iteration 21Q (90270.190000 sec): 3 clusters
  Score: Raw -299451.731223 + Penalty 2664.468427 = -296787.262796
  nChanged 11
		SP:Iteration 22Q (90270.260000 sec): 3 clusters
  Score: Raw -299455.597983 + Penalty 2664.468427 = -296791.129557
  nChanged 14
		SP:Iteration 23Q (90270.340000 sec): 3 clusters
  Score: Raw -299461.051568 + Penalty 2664.468427 = -296796.583142
  nChanged 16
		SP:Iteration 24Q (90270.420000 sec): 3 clusters
  Score: Raw -299467.794028 + Penalty 2664.468427 = -296803.325602
  nChanged 22
		SP:Iteration 25Q (90270.590000 sec): 3 clusters
  Score: Raw -299477.025065 + Penalty 2664.468427 = -296812.556638
  nChanged 22
		SP:Iteration 26Q (90270.770000 sec): 3 clusters
  Score: Raw -299485.781959 + Penalty 2664.468427 = -296821.313532
  nChanged 23
		SP:Iteration 27Q (90270.940000 sec): 3 clusters
  Score: Raw -299494.695797 + Penalty 2664.468427 = -296830.227370
  nChanged 19
		SP:Iteration 28Q (90271.120000 sec): 3 clusters
  Score: Raw -299501.558785 + Penalty 2664.468427 = -296837.090358
  nChanged 15
		SP:Iteration 29Q (90271.300000 sec): 3 clusters
  Score: Raw -299508.339286 + Penalty 2664.468427 = -296843.870859
  nChanged 16
		SP:Iteration 30Q (90271.470000 sec): 3 clusters
  Score: Raw -299514.180907 + Penalty 2664.468427 = -296849.712480
  nChanged 10
		SP:Iteration 31Q (90271.650000 sec): 3 clusters
  Score: Raw -299517.347898 + Penalty 2664.468427 = -296852.879471
  nChanged 9
		SP:Iteration 32Q (90271.820000 sec): 3 clusters
  Score: Raw -299519.093080 + Penalty 2664.468427 = -296854.624653
  nChanged 2
		SP:Iteration 33Q (90272.000000 sec): 3 clusters
  Score: Raw -299519.460219 + Penalty 2664.468427 = -296854.991793
  nChanged 5
		SP:Iteration 34Q (90272.180000 sec): 3 clusters
  Score: Raw -299520.902701 + Penalty 2664.468427 = -296856.434274
  nChanged 2
		SP:Iteration 35Q (90272.350000 sec): 3 clusters
  Score: Raw -299521.899183 + Penalty 2664.468427 = -296857.430757
  nChanged 2
		SP:Iteration 36Q (90272.530000 sec): 3 clusters
  Score: Raw -299522.257293 + Penalty 2664.468427 = -296857.788866
  nChanged 2
		SP:Iteration 37Q (90272.700000 sec): 3 clusters
  Score: Raw -299522.661222 + Penalty 2664.468427 = -296858.192795
  nChanged 2
		SP:Iteration 38Q (90272.850000 sec): 3 clusters
  Score: Raw -299522.892447 + Penalty 2664.468427 = -296858.424020
  nChanged 1
		SP:Iteration 39Q (90273.030000 sec): 3 clusters
  Score: Raw -299523.030676 + Penalty 2664.468427 = -296858.562249
  nChanged 0
		SP:Iteration 40F (90273.200000 sec): 3 clusters
  Score: Raw -299523.030676 + Penalty 2664.468427 = -296858.562249
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90273.290000 sec): 2 clusters
  Score: Raw -57838.204902 + Penalty 1066.167483 = -56772.037419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90273.460000 sec): 3 clusters
  Score: Raw -57665.245224 + Penalty 2132.334966 = -55532.910257
  nChanged 181
		SP:Iteration 1F (90273.640000 sec): 3 clusters
  Score: Raw -57904.004006 + Penalty 2132.334966 = -55771.669040
  nChanged 57
		SP:Iteration 2F (90273.810000 sec): 3 clusters
  Score: Raw -58000.713530 + Penalty 2132.334966 = -55868.378563
  nChanged 27
		SP:Iteration 3Q (90273.990000 sec): 3 clusters
  Score: Raw -58056.968453 + Penalty 2132.334966 = -55924.633486
  nChanged 28
		SP:Iteration 4Q (90274.170000 sec): 3 clusters
  Score: Raw -58114.545975 + Penalty 2132.334966 = -55982.211008
  nChanged 19
		SP:Iteration 5Q (90274.340000 sec): 3 clusters
  Score: Raw -58143.216277 + Penalty 2132.334966 = -56010.881311
  nChanged 15
		SP:Iteration 6Q (90274.520000 sec): 3 clusters
  Score: Raw -58165.221149 + Penalty 2132.334966 = -56032.886182
  nChanged 12
		SP:Iteration 7Q (90274.690000 sec): 3 clusters
  Score: Raw -58178.505050 + Penalty 2132.334966 = -56046.170084
  nChanged 7
		SP:Iteration 8Q (90274.870000 sec): 3 clusters
  Score: Raw -58186.306360 + Penalty 2132.334966 = -56053.971393
  nChanged 4
		SP:Iteration 9Q (90275.050000 sec): 3 clusters
  Score: Raw -58193.181983 + Penalty 2132.334966 = -56060.847017
  nChanged 4
		SP:Iteration 10Q (90275.220000 sec): 3 clusters
  Score: Raw -58196.591342 + Penalty 2132.334966 = -56064.256375
  nChanged 3
		SP:Iteration 11Q (90275.400000 sec): 3 clusters
  Score: Raw -58201.112700 + Penalty 2132.334966 = -56068.777734
  nChanged 4
		SP:Iteration 12Q (90275.570000 sec): 3 clusters
  Score: Raw -58203.349641 + Penalty 2132.334966 = -56071.014675
  nChanged 4
		SP:Iteration 13Q (90275.750000 sec): 3 clusters
  Score: Raw -58206.026238 + Penalty 2132.334966 = -56073.691272
  nChanged 1
		SP:Iteration 14Q (90275.930000 sec): 3 clusters
  Score: Raw -58206.410785 + Penalty 2132.334966 = -56074.075818
  nChanged 0
		SP:Iteration 15F (90276.100000 sec): 3 clusters
  Score: Raw -58206.410785 + Penalty 2132.334966 = -56074.075818
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90276.200000 sec): 2 clusters
  Score: Raw -486906.227869 + Penalty 1407.741341 = -485498.486528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90276.380000 sec): 3 clusters
  Score: Raw -483914.014829 + Penalty 2815.482683 = -481098.532146
  nChanged 2377
		SP:Iteration 1F (90276.550000 sec): 3 clusters
  Score: Raw -485264.847191 + Penalty 2815.482683 = -482449.364508
  nChanged 449
		SP:Iteration 2F (90276.710000 sec): 3 clusters
  Score: Raw -485527.814061 + Penalty 2815.482683 = -482712.331378
  nChanged 335
		SP:Iteration 3F (90276.890000 sec): 3 clusters
  Score: Raw -485736.104074 + Penalty 2815.482683 = -482920.621391
  nChanged 292
		SP:Iteration 4F (90277.050000 sec): 3 clusters
  Score: Raw -485927.073242 + Penalty 2815.482683 = -483111.590559
  nChanged 270
		SP:Iteration 5Q (90277.220000 sec): 3 clusters
  Score: Raw -486105.240921 + Penalty 2815.482683 = -483289.758238
  nChanged 241
		SP:Iteration 6Q (90277.390000 sec): 3 clusters
  Score: Raw -486247.233695 + Penalty 2815.482683 = -483431.751012
  nChanged 221
		SP:Iteration 7Q (90277.560000 sec): 3 clusters
  Score: Raw -486384.211455 + Penalty 2815.482683 = -483568.728772
  nChanged 216
		SP:Iteration 8Q (90277.730000 sec): 3 clusters
  Score: Raw -486506.724951 + Penalty 2815.482683 = -483691.242268
  nChanged 179
		SP:Iteration 9Q (90277.900000 sec): 3 clusters
  Score: Raw -486600.766357 + Penalty 2815.482683 = -483785.283674
  nChanged 160
		SP:Iteration 10Q (90278.070000 sec): 3 clusters
  Score: Raw -486683.374172 + Penalty 2815.482683 = -483867.891489
  nChanged 123
		SP:Iteration 11Q (90278.240000 sec): 3 clusters
  Score: Raw -486752.854489 + Penalty 2815.482683 = -483937.371806
  nChanged 116
		SP:Iteration 12Q (90278.410000 sec): 3 clusters
  Score: Raw -486815.344002 + Penalty 2815.482683 = -483999.861319
  nChanged 103
		SP:Iteration 13Q (90278.580000 sec): 3 clusters
  Score: Raw -486878.595243 + Penalty 2815.482683 = -484063.112561
  nChanged 87
		SP:Iteration 14Q (90278.750000 sec): 3 clusters
  Score: Raw -486928.118636 + Penalty 2815.482683 = -484112.635953
  nChanged 71
		SP:Iteration 15Q (90278.920000 sec): 3 clusters
  Score: Raw -486968.081123 + Penalty 2815.482683 = -484152.598440
  nChanged 67
		SP:Iteration 16Q (90279.160000 sec): 3 clusters
  Score: Raw -487009.601186 + Penalty 2815.482683 = -484194.118503
  nChanged 56
		SP:Iteration 17Q (90279.350000 sec): 3 clusters
  Score: Raw -487045.737281 + Penalty 2815.482683 = -484230.254598
  nChanged 64
		SP:Iteration 18Q (90279.510000 sec): 3 clusters
  Score: Raw -487088.349776 + Penalty 2815.482683 = -484272.867093
  nChanged 78
		SP:Iteration 19Q (90279.620000 sec): 3 clusters
  Score: Raw -487147.855235 + Penalty 2815.482683 = -484332.372552
  nChanged 72
		SP:Iteration 20F (90279.720000 sec): 3 clusters
  Score: Raw -487199.585308 + Penalty 2815.482683 = -484384.102625
  nChanged 72
		SP:Iteration 21Q (90279.950000 sec): 3 clusters
  Score: Raw -487250.076038 + Penalty 2815.482683 = -484434.593355
  nChanged 70
		SP:Iteration 22Q (90280.070000 sec): 3 clusters
  Score: Raw -487294.493953 + Penalty 2815.482683 = -484479.011270
  nChanged 67
		SP:Iteration 23Q (90280.280000 sec): 3 clusters
  Score: Raw -487337.529108 + Penalty 2815.482683 = -484522.046425
  nChanged 71
		SP:Iteration 24Q (90280.500000 sec): 3 clusters
  Score: Raw -487378.884693 + Penalty 2815.482683 = -484563.402010
  nChanged 64
		SP:Iteration 25Q (90280.650000 sec): 3 clusters
  Score: Raw -487417.298895 + Penalty 2815.482683 = -484601.816212
  nChanged 69
		SP:Iteration 26Q (90280.820000 sec): 3 clusters
  Score: Raw -487463.317668 + Penalty 2815.482683 = -484647.834985
  nChanged 69
		SP:Iteration 27Q (90280.980000 sec): 3 clusters
  Score: Raw -487511.016590 + Penalty 2815.482683 = -484695.533907
  nChanged 71
		SP:Iteration 28Q (90281.150000 sec): 3 clusters
  Score: Raw -487553.658643 + Penalty 2815.482683 = -484738.175961
  nChanged 50
		SP:Iteration 29Q (90281.320000 sec): 3 clusters
  Score: Raw -487580.723081 + Penalty 2815.482683 = -484765.240398
  nChanged 49
		SP:Iteration 30Q (90281.490000 sec): 3 clusters
  Score: Raw -487600.615009 + Penalty 2815.482683 = -484785.132327
  nChanged 39
		SP:Iteration 31Q (90281.650000 sec): 3 clusters
  Score: Raw -487618.740239 + Penalty 2815.482683 = -484803.257556
  nChanged 32
		SP:Iteration 32Q (90281.850000 sec): 3 clusters
  Score: Raw -487630.534633 + Penalty 2815.482683 = -484815.051950
  nChanged 21
		SP:Iteration 33Q (90282.030000 sec): 3 clusters
  Score: Raw -487636.523562 + Penalty 2815.482683 = -484821.040880
  nChanged 13
		SP:Iteration 34Q (90282.200000 sec): 3 clusters
  Score: Raw -487639.283290 + Penalty 2815.482683 = -484823.800607
  nChanged 12
		SP:Iteration 35Q (90282.370000 sec): 3 clusters
  Score: Raw -487643.592308 + Penalty 2815.482683 = -484828.109625
  nChanged 12
		SP:Iteration 36Q (90282.530000 sec): 3 clusters
  Score: Raw -487647.371196 + Penalty 2815.482683 = -484831.888513
  nChanged 9
		SP:Iteration 37Q (90282.700000 sec): 3 clusters
  Score: Raw -487651.731360 + Penalty 2815.482683 = -484836.248677
  nChanged 8
		SP:Iteration 38Q (90282.870000 sec): 3 clusters
  Score: Raw -487656.246165 + Penalty 2815.482683 = -484840.763482
  nChanged 7
		SP:Iteration 39Q (90283.020000 sec): 3 clusters
  Score: Raw -487658.517194 + Penalty 2815.482683 = -484843.034511
  nChanged 11
		SP:Iteration 40F (90283.210000 sec): 3 clusters
  Score: Raw -487661.224381 + Penalty 2815.482683 = -484845.741698
  nChanged 8
		SP:Iteration 41Q (90283.360000 sec): 3 clusters
  Score: Raw -487663.120533 + Penalty 2815.482683 = -484847.637850
  nChanged 8
		SP:Iteration 42Q (90283.460000 sec): 3 clusters
  Score: Raw -487665.125615 + Penalty 2815.482683 = -484849.642932
  nChanged 4
		SP:Iteration 43Q (90283.630000 sec): 3 clusters
  Score: Raw -487666.487670 + Penalty 2815.482683 = -484851.004988
  nChanged 4
		SP:Iteration 44Q (90283.820000 sec): 3 clusters
  Score: Raw -487667.862174 + Penalty 2815.482683 = -484852.379491
  nChanged 3
		SP:Iteration 45Q (90284.040000 sec): 3 clusters
  Score: Raw -487669.006349 + Penalty 2815.482683 = -484853.523666
  nChanged 5
		SP:Iteration 46Q (90284.210000 sec): 3 clusters
  Score: Raw -487670.250962 + Penalty 2815.482683 = -484854.768279
  nChanged 4
		SP:Iteration 47Q (90284.390000 sec): 3 clusters
  Score: Raw -487671.184969 + Penalty 2815.482683 = -484855.702286
  nChanged 5
		SP:Iteration 48Q (90284.530000 sec): 3 clusters
  Score: Raw -487673.247397 + Penalty 2815.482683 = -484857.764714
  nChanged 5
		SP:Iteration 49Q (90284.700000 sec): 3 clusters
  Score: Raw -487674.508990 + Penalty 2815.482683 = -484859.026308
  nChanged 4
		SP:Iteration 50Q (90284.860000 sec): 3 clusters
  Score: Raw -487675.697539 + Penalty 2815.482683 = -484860.214856
  nChanged 2
		SP:Iteration 51Q (90285.030000 sec): 3 clusters
  Score: Raw -487676.104731 + Penalty 2815.482683 = -484860.622049
  nChanged 2
		SP:Iteration 52Q (90285.200000 sec): 3 clusters
  Score: Raw -487676.459488 + Penalty 2815.482683 = -484860.976805
  nChanged 4
		SP:Iteration 53Q (90285.370000 sec): 3 clusters
  Score: Raw -487677.198695 + Penalty 2815.482683 = -484861.716013
  nChanged 2
		SP:Iteration 54Q (90285.540000 sec): 3 clusters
  Score: Raw -487677.807667 + Penalty 2815.482683 = -484862.324984
  nChanged 4
		SP:Iteration 55Q (90285.700000 sec): 3 clusters
  Score: Raw -487680.051022 + Penalty 2815.482683 = -484864.568339
  nChanged 10
		SP:Iteration 56Q (90285.870000 sec): 3 clusters
  Score: Raw -487685.889096 + Penalty 2815.482683 = -484870.406413
  nChanged 18
		SP:Iteration 57Q (90286.040000 sec): 3 clusters
  Score: Raw -487696.801676 + Penalty 2815.482683 = -484881.318993
  nChanged 20
		SP:Iteration 58Q (90286.210000 sec): 3 clusters
  Score: Raw -487705.621638 + Penalty 2815.482683 = -484890.138955
  nChanged 17
		SP:Iteration 59Q (90286.380000 sec): 3 clusters
  Score: Raw -487715.308801 + Penalty 2815.482683 = -484899.826119
  nChanged 19
		SP:Iteration 60F (90286.540000 sec): 3 clusters
  Score: Raw -487725.982189 + Penalty 2815.482683 = -484910.499506
  nChanged 22
		SP:Iteration 61Q (90286.710000 sec): 3 clusters
  Score: Raw -487736.415189 + Penalty 2815.482683 = -484920.932506
  nChanged 21
		SP:Iteration 62Q (90286.880000 sec): 3 clusters
  Score: Raw -487746.158154 + Penalty 2815.482683 = -484930.675471
  nChanged 14
		SP:Iteration 63Q (90287.050000 sec): 3 clusters
  Score: Raw -487751.590265 + Penalty 2815.482683 = -484936.107582
  nChanged 12
		SP:Iteration 64Q (90287.240000 sec): 3 clusters
  Score: Raw -487757.665051 + Penalty 2815.482683 = -484942.182368
  nChanged 20
		SP:Iteration 65Q (90287.430000 sec): 3 clusters
  Score: Raw -487766.793084 + Penalty 2815.482683 = -484951.310401
  nChanged 23
		SP:Iteration 66Q (90287.600000 sec): 3 clusters
  Score: Raw -487775.950418 + Penalty 2815.482683 = -484960.467736
  nChanged 13
		SP:Iteration 67Q (90287.760000 sec): 3 clusters
  Score: Raw -487781.607119 + Penalty 2815.482683 = -484966.124437
  nChanged 16
		SP:Iteration 68Q (90287.940000 sec): 3 clusters
  Score: Raw -487788.177441 + Penalty 2815.482683 = -484972.694758
  nChanged 10
		SP:Iteration 69Q (90288.100000 sec): 3 clusters
  Score: Raw -487790.711182 + Penalty 2815.482683 = -484975.228499
  nChanged 7
		SP:Iteration 70Q (90288.270000 sec): 3 clusters
  Score: Raw -487792.044615 + Penalty 2815.482683 = -484976.561932
  nChanged 4
		SP:Iteration 71Q (90288.440000 sec): 3 clusters
  Score: Raw -487793.281694 + Penalty 2815.482683 = -484977.799011
  nChanged 4
		SP:Iteration 72Q (90288.610000 sec): 3 clusters
  Score: Raw -487794.573176 + Penalty 2815.482683 = -484979.090493
  nChanged 9
		SP:Iteration 73Q (90288.780000 sec): 3 clusters
  Score: Raw -487796.849626 + Penalty 2815.482683 = -484981.366943
  nChanged 12
		SP:Iteration 74Q (90288.940000 sec): 3 clusters
  Score: Raw -487801.831542 + Penalty 2815.482683 = -484986.348859
  nChanged 14
		SP:Iteration 75Q (90289.110000 sec): 3 clusters
  Score: Raw -487810.490574 + Penalty 2815.482683 = -484995.007891
  nChanged 11
		SP:Iteration 76Q (90289.280000 sec): 3 clusters
  Score: Raw -487814.329673 + Penalty 2815.482683 = -484998.846990
  nChanged 8
		SP:Iteration 77Q (90289.450000 sec): 3 clusters
  Score: Raw -487817.431853 + Penalty 2815.482683 = -485001.949170
  nChanged 7
		SP:Iteration 78Q (90289.620000 sec): 3 clusters
  Score: Raw -487820.806862 + Penalty 2815.482683 = -485005.324179
  nChanged 7
		SP:Iteration 79Q (90289.790000 sec): 3 clusters
  Score: Raw -487825.089131 + Penalty 2815.482683 = -485009.606448
  nChanged 8
		SP:Iteration 80F (90289.960000 sec): 3 clusters
  Score: Raw -487827.445467 + Penalty 2815.482683 = -485011.962784
  nChanged 8
		SP:Iteration 81Q (90290.130000 sec): 3 clusters
  Score: Raw -487830.219935 + Penalty 2815.482683 = -485014.737253
  nChanged 8
		SP:Iteration 82Q (90290.300000 sec): 3 clusters
  Score: Raw -487832.396473 + Penalty 2815.482683 = -485016.913790
  nChanged 8
		SP:Iteration 83Q (90290.460000 sec): 3 clusters
  Score: Raw -487835.069660 + Penalty 2815.482683 = -485019.586977
  nChanged 5
		SP:Iteration 84Q (90290.630000 sec): 3 clusters
  Score: Raw -487837.449673 + Penalty 2815.482683 = -485021.966990
  nChanged 7
		SP:Iteration 85Q (90290.800000 sec): 3 clusters
  Score: Raw -487840.063581 + Penalty 2815.482683 = -485024.580898
  nChanged 7
		SP:Iteration 86Q (90290.970000 sec): 3 clusters
  Score: Raw -487845.515621 + Penalty 2815.482683 = -485030.032938
  nChanged 15
		SP:Iteration 87Q (90291.130000 sec): 3 clusters
  Score: Raw -487859.862003 + Penalty 2815.482683 = -485044.379321
  nChanged 19
		SP:Iteration 88Q (90291.300000 sec): 3 clusters
  Score: Raw -487870.766096 + Penalty 2815.482683 = -485055.283413
  nChanged 14
		SP:Iteration 89Q (90291.470000 sec): 3 clusters
  Score: Raw -487881.207280 + Penalty 2815.482683 = -485065.724597
  nChanged 18
		SP:Iteration 90Q (90291.640000 sec): 3 clusters
  Score: Raw -487892.867920 + Penalty 2815.482683 = -485077.385237
  nChanged 22
		SP:Iteration 91Q (90291.800000 sec): 3 clusters
  Score: Raw -487906.648958 + Penalty 2815.482683 = -485091.166275
  nChanged 23
		SP:Iteration 92Q (90291.970000 sec): 3 clusters
  Score: Raw -487919.096615 + Penalty 2815.482683 = -485103.613932
  nChanged 14
		SP:Iteration 93Q (90292.140000 sec): 3 clusters
  Score: Raw -487925.763002 + Penalty 2815.482683 = -485110.280319
  nChanged 14
		SP:Iteration 94Q (90292.280000 sec): 3 clusters
  Score: Raw -487931.155824 + Penalty 2815.482683 = -485115.673141
  nChanged 5
		SP:Iteration 95Q (90292.390000 sec): 3 clusters
  Score: Raw -487933.252622 + Penalty 2815.482683 = -485117.769939
  nChanged 7
		SP:Iteration 96Q (90292.480000 sec): 3 clusters
  Score: Raw -487935.118188 + Penalty 2815.482683 = -485119.635505
  nChanged 6
		SP:Iteration 97Q (90292.590000 sec): 3 clusters
  Score: Raw -487936.335707 + Penalty 2815.482683 = -485120.853024
  nChanged 3
		SP:Iteration 98Q (90292.820000 sec): 3 clusters
  Score: Raw -487937.205591 + Penalty 2815.482683 = -485121.722908
  nChanged 3
		SP:Iteration 99Q (90292.940000 sec): 3 clusters
  Score: Raw -487938.340299 + Penalty 2815.482683 = -485122.857616
  nChanged 3
		SP:Iteration 100F (90293.110000 sec): 3 clusters
  Score: Raw -487939.136589 + Penalty 2815.482683 = -485123.653906
  nChanged 4
		SP:Iteration 101Q (90293.280000 sec): 3 clusters
  Score: Raw -487940.080506 + Penalty 2815.482683 = -485124.597824
  nChanged 2
		SP:Iteration 102Q (90293.450000 sec): 3 clusters
  Score: Raw -487940.799260 + Penalty 2815.482683 = -485125.316577
  nChanged 3
		SP:Iteration 103Q (90293.620000 sec): 3 clusters
  Score: Raw -487942.983251 + Penalty 2815.482683 = -485127.500568
  nChanged 8
		SP:Iteration 104Q (90293.780000 sec): 3 clusters
  Score: Raw -487945.076719 + Penalty 2815.482683 = -485129.594036
  nChanged 3
		SP:Iteration 105Q (90293.950000 sec): 3 clusters
  Score: Raw -487946.262233 + Penalty 2815.482683 = -485130.779550
  nChanged 2
		SP:Iteration 106Q (90294.120000 sec): 3 clusters
  Score: Raw -487946.974357 + Penalty 2815.482683 = -485131.491674
  nChanged 0
		SP:Iteration 107F (90294.290000 sec): 3 clusters
  Score: Raw -487946.974357 + Penalty 2815.482683 = -485131.491674
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (4888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90294.410000 sec): 2 clusters
  Score: Raw -495609.138848 + Penalty 1380.362506 = -494228.776342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90294.590000 sec): 3 clusters
  Score: Raw -493071.511396 + Penalty 2760.725013 = -490310.786383
  nChanged 1958
		SP:Iteration 1F (90294.760000 sec): 3 clusters
  Score: Raw -494161.702573 + Penalty 2760.725013 = -491400.977560
  nChanged 363
		SP:Iteration 2F (90294.940000 sec): 3 clusters
  Score: Raw -494357.117425 + Penalty 2760.725013 = -491596.392412
  nChanged 264
		SP:Iteration 3F (90295.110000 sec): 3 clusters
  Score: Raw -494489.922825 + Penalty 2760.725013 = -491729.197812
  nChanged 219
		SP:Iteration 4Q (90295.290000 sec): 3 clusters
  Score: Raw -494599.739771 + Penalty 2760.725013 = -491839.014758
  nChanged 199
		SP:Iteration 5Q (90295.460000 sec): 3 clusters
  Score: Raw -494696.991083 + Penalty 2760.725013 = -491936.266070
  nChanged 193
		SP:Iteration 6Q (90295.640000 sec): 3 clusters
  Score: Raw -494790.068051 + Penalty 2760.725013 = -492029.343038
  nChanged 170
		SP:Iteration 7Q (90295.820000 sec): 3 clusters
  Score: Raw -494882.894242 + Penalty 2760.725013 = -492122.169230
  nChanged 169
		SP:Iteration 8Q (90295.990000 sec): 3 clusters
  Score: Raw -494966.446602 + Penalty 2760.725013 = -492205.721589
  nChanged 140
		SP:Iteration 9Q (90296.160000 sec): 3 clusters
  Score: Raw -495034.724559 + Penalty 2760.725013 = -492273.999546
  nChanged 128
		SP:Iteration 10Q (90296.340000 sec): 3 clusters
  Score: Raw -495097.545866 + Penalty 2760.725013 = -492336.820853
  nChanged 106
		SP:Iteration 11Q (90296.520000 sec): 3 clusters
  Score: Raw -495149.352039 + Penalty 2760.725013 = -492388.627027
  nChanged 83
		SP:Iteration 12Q (90296.690000 sec): 3 clusters
  Score: Raw -495182.364438 + Penalty 2760.725013 = -492421.639425
  nChanged 73
		SP:Iteration 13Q (90296.870000 sec): 3 clusters
  Score: Raw -495213.022030 + Penalty 2760.725013 = -492452.297018
  nChanged 67
		SP:Iteration 14Q (90297.040000 sec): 3 clusters
  Score: Raw -495239.089507 + Penalty 2760.725013 = -492478.364494
  nChanged 55
		SP:Iteration 15Q (90297.220000 sec): 3 clusters
  Score: Raw -495263.522856 + Penalty 2760.725013 = -492502.797843
  nChanged 50
		SP:Iteration 16Q (90297.390000 sec): 3 clusters
  Score: Raw -495287.188370 + Penalty 2760.725013 = -492526.463357
  nChanged 48
		SP:Iteration 17Q (90297.570000 sec): 3 clusters
  Score: Raw -495306.409246 + Penalty 2760.725013 = -492545.684233
  nChanged 43
		SP:Iteration 18Q (90297.740000 sec): 3 clusters
  Score: Raw -495323.418878 + Penalty 2760.725013 = -492562.693866
  nChanged 48
		SP:Iteration 19Q (90297.920000 sec): 3 clusters
  Score: Raw -495341.341397 + Penalty 2760.725013 = -492580.616384
  nChanged 43
		SP:Iteration 20F (90298.090000 sec): 3 clusters
  Score: Raw -495361.067538 + Penalty 2760.725013 = -492600.342525
  nChanged 48
		SP:Iteration 21Q (90298.270000 sec): 3 clusters
  Score: Raw -495376.835157 + Penalty 2760.725013 = -492616.110144
  nChanged 31
		SP:Iteration 22Q (90298.440000 sec): 3 clusters
  Score: Raw -495388.879506 + Penalty 2760.725013 = -492628.154493
  nChanged 31
		SP:Iteration 23Q (90298.620000 sec): 3 clusters
  Score: Raw -495401.532899 + Penalty 2760.725013 = -492640.807886
  nChanged 30
		SP:Iteration 24Q (90298.790000 sec): 3 clusters
  Score: Raw -495414.608835 + Penalty 2760.725013 = -492653.883822
  nChanged 33
		SP:Iteration 25Q (90298.970000 sec): 3 clusters
  Score: Raw -495426.985936 + Penalty 2760.725013 = -492666.260923
  nChanged 28
		SP:Iteration 26Q (90299.140000 sec): 3 clusters
  Score: Raw -495439.365605 + Penalty 2760.725013 = -492678.640592
  nChanged 26
		SP:Iteration 27Q (90299.330000 sec): 3 clusters
  Score: Raw -495450.011292 + Penalty 2760.725013 = -492689.286279
  nChanged 25
		SP:Iteration 28Q (90299.430000 sec): 3 clusters
  Score: Raw -495458.178673 + Penalty 2760.725013 = -492697.453661
  nChanged 19
		SP:Iteration 29Q (90299.520000 sec): 3 clusters
  Score: Raw -495466.042043 + Penalty 2760.725013 = -492705.317030
  nChanged 21
		SP:Iteration 30Q (90299.610000 sec): 3 clusters
  Score: Raw -495475.786293 + Penalty 2760.725013 = -492715.061281
  nChanged 31
		SP:Iteration 31Q (90299.700000 sec): 3 clusters
  Score: Raw -495489.087870 + Penalty 2760.725013 = -492728.362857
  nChanged 26
		SP:Iteration 32Q (90299.800000 sec): 3 clusters
  Score: Raw -495498.470681 + Penalty 2760.725013 = -492737.745668
  nChanged 24
		SP:Iteration 33Q (90299.890000 sec): 3 clusters
  Score: Raw -495507.349439 + Penalty 2760.725013 = -492746.624426
  nChanged 22
		SP:Iteration 34Q (90299.980000 sec): 3 clusters
  Score: Raw -495517.264424 + Penalty 2760.725013 = -492756.539411
  nChanged 24
		SP:Iteration 35Q (90300.070000 sec): 3 clusters
  Score: Raw -495531.789372 + Penalty 2760.725013 = -492771.064359
  nChanged 49
		SP:Iteration 36Q (90300.160000 sec): 3 clusters
  Score: Raw -495561.137415 + Penalty 2760.725013 = -492800.412403
  nChanged 41
		SP:Iteration 37Q (90300.260000 sec): 3 clusters
  Score: Raw -495586.095802 + Penalty 2760.725013 = -492825.370790
  nChanged 47
		SP:Iteration 38Q (90300.350000 sec): 3 clusters
  Score: Raw -495614.733260 + Penalty 2760.725013 = -492854.008248
  nChanged 50
		SP:Iteration 39Q (90300.440000 sec): 3 clusters
  Score: Raw -495640.174335 + Penalty 2760.725013 = -492879.449322
  nChanged 30
		SP:Iteration 40F (90300.530000 sec): 3 clusters
  Score: Raw -495656.115051 + Penalty 2760.725013 = -492895.390038
  nChanged 34
		SP:Iteration 41Q (90300.620000 sec): 3 clusters
  Score: Raw -495675.446786 + Penalty 2760.725013 = -492914.721773
  nChanged 35
		SP:Iteration 42Q (90300.720000 sec): 3 clusters
  Score: Raw -495691.663158 + Penalty 2760.725013 = -492930.938145
  nChanged 29
		SP:Iteration 43Q (90300.800000 sec): 3 clusters
  Score: Raw -495705.677029 + Penalty 2760.725013 = -492944.952016
  nChanged 23
		SP:Iteration 44Q (90300.900000 sec): 3 clusters
  Score: Raw -495718.211066 + Penalty 2760.725013 = -492957.486053
  nChanged 12
		SP:Iteration 45Q (90300.990000 sec): 3 clusters
  Score: Raw -495725.021405 + Penalty 2760.725013 = -492964.296393
  nChanged 14
		SP:Iteration 46Q (90301.080000 sec): 3 clusters
  Score: Raw -495731.467880 + Penalty 2760.725013 = -492970.742867
  nChanged 11
		SP:Iteration 47Q (90301.260000 sec): 3 clusters
  Score: Raw -495736.229857 + Penalty 2760.725013 = -492975.504844
  nChanged 8
		SP:Iteration 48Q (90301.420000 sec): 3 clusters
  Score: Raw -495739.288123 + Penalty 2760.725013 = -492978.563110
  nChanged 8
		SP:Iteration 49Q (90301.510000 sec): 3 clusters
  Score: Raw -495742.091879 + Penalty 2760.725013 = -492981.366866
  nChanged 5
		SP:Iteration 50Q (90301.600000 sec): 3 clusters
  Score: Raw -495743.218117 + Penalty 2760.725013 = -492982.493105
  nChanged 5
		SP:Iteration 51Q (90301.680000 sec): 3 clusters
  Score: Raw -495745.217313 + Penalty 2760.725013 = -492984.492300
  nChanged 4
		SP:Iteration 52Q (90301.780000 sec): 3 clusters
  Score: Raw -495746.816070 + Penalty 2760.725013 = -492986.091058
  nChanged 5
		SP:Iteration 53Q (90301.970000 sec): 3 clusters
  Score: Raw -495749.894488 + Penalty 2760.725013 = -492989.169475
  nChanged 9
		SP:Iteration 54Q (90302.150000 sec): 3 clusters
  Score: Raw -495753.443872 + Penalty 2760.725013 = -492992.718859
  nChanged 5
		SP:Iteration 55Q (90302.320000 sec): 3 clusters
  Score: Raw -495755.443466 + Penalty 2760.725013 = -492994.718454
  nChanged 6
		SP:Iteration 56Q (90302.500000 sec): 3 clusters
  Score: Raw -495756.726025 + Penalty 2760.725013 = -492996.001013
  nChanged 2
		SP:Iteration 57Q (90302.670000 sec): 3 clusters
  Score: Raw -495757.113679 + Penalty 2760.725013 = -492996.388666
  nChanged 1
		SP:Iteration 58Q (90302.850000 sec): 3 clusters
  Score: Raw -495757.655423 + Penalty 2760.725013 = -492996.930410
  nChanged 3
		SP:Iteration 59Q (90303.020000 sec): 3 clusters
  Score: Raw -495758.551639 + Penalty 2760.725013 = -492997.826626
  nChanged 1
		SP:Iteration 60F (90303.200000 sec): 3 clusters
  Score: Raw -495758.786263 + Penalty 2760.725013 = -492998.061250
  nChanged 3
		SP:Iteration 61Q (90303.370000 sec): 3 clusters
  Score: Raw -495759.301592 + Penalty 2760.725013 = -492998.576579
  nChanged 0
		SP:Iteration 62F (90303.550000 sec): 3 clusters
  Score: Raw -495759.301592 + Penalty 2760.725013 = -492998.576579
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (2739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90303.650000 sec): 2 clusters
  Score: Raw -260920.518615 + Penalty 1286.244078 = -259634.274538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90303.830000 sec): 3 clusters
  Score: Raw -259656.435816 + Penalty 2572.488155 = -257083.947661
  nChanged 1059
		SP:Iteration 1F (90304.000000 sec): 3 clusters
  Score: Raw -260264.024340 + Penalty 2572.488155 = -257691.536185
  nChanged 217
		SP:Iteration 2F (90304.180000 sec): 3 clusters
  Score: Raw -260394.238869 + Penalty 2572.488155 = -257821.750714
  nChanged 132
		SP:Iteration 3Q (90304.360000 sec): 3 clusters
  Score: Raw -260467.243634 + Penalty 2572.488155 = -257894.755479
  nChanged 92
		SP:Iteration 4Q (90304.530000 sec): 3 clusters
  Score: Raw -260521.494535 + Penalty 2572.488155 = -257949.006380
  nChanged 84
		SP:Iteration 5Q (90304.710000 sec): 3 clusters
  Score: Raw -260564.159815 + Penalty 2572.488155 = -257991.671660
  nChanged 67
		SP:Iteration 6Q (90304.890000 sec): 3 clusters
  Score: Raw -260588.799869 + Penalty 2572.488155 = -258016.311714
  nChanged 45
		SP:Iteration 7Q (90305.060000 sec): 3 clusters
  Score: Raw -260608.834168 + Penalty 2572.488155 = -258036.346013
  nChanged 40
		SP:Iteration 8Q (90305.240000 sec): 3 clusters
  Score: Raw -260624.402191 + Penalty 2572.488155 = -258051.914036
  nChanged 36
		SP:Iteration 9Q (90305.410000 sec): 3 clusters
  Score: Raw -260640.335543 + Penalty 2572.488155 = -258067.847388
  nChanged 37
		SP:Iteration 10Q (90305.550000 sec): 3 clusters
  Score: Raw -260656.740720 + Penalty 2572.488155 = -258084.252565
  nChanged 36
		SP:Iteration 11Q (90305.710000 sec): 3 clusters
  Score: Raw -260677.477173 + Penalty 2572.488155 = -258104.989018
  nChanged 50
		SP:Iteration 12Q (90305.890000 sec): 3 clusters
  Score: Raw -260706.106465 + Penalty 2572.488155 = -258133.618310
  nChanged 47
		SP:Iteration 13Q (90306.070000 sec): 3 clusters
  Score: Raw -260727.429907 + Penalty 2572.488155 = -258154.941752
  nChanged 41
		SP:Iteration 14Q (90306.240000 sec): 3 clusters
  Score: Raw -260748.506063 + Penalty 2572.488155 = -258176.017908
  nChanged 52
		SP:Iteration 15Q (90306.420000 sec): 3 clusters
  Score: Raw -260774.900214 + Penalty 2572.488155 = -258202.412059
  nChanged 43
		SP:Iteration 16Q (90306.590000 sec): 3 clusters
  Score: Raw -260793.662157 + Penalty 2572.488155 = -258221.174002
  nChanged 32
		SP:Iteration 17Q (90306.760000 sec): 3 clusters
  Score: Raw -260809.929982 + Penalty 2572.488155 = -258237.441827
  nChanged 34
		SP:Iteration 18Q (90306.930000 sec): 3 clusters
  Score: Raw -260825.598897 + Penalty 2572.488155 = -258253.110742
  nChanged 32
		SP:Iteration 19Q (90307.090000 sec): 3 clusters
  Score: Raw -260838.499418 + Penalty 2572.488155 = -258266.011263
  nChanged 24
		SP:Iteration 20F (90307.250000 sec): 3 clusters
  Score: Raw -260847.698944 + Penalty 2572.488155 = -258275.210789
  nChanged 14
		SP:Iteration 21Q (90307.420000 sec): 3 clusters
  Score: Raw -260855.124491 + Penalty 2572.488155 = -258282.636336
  nChanged 21
		SP:Iteration 22Q (90307.580000 sec): 3 clusters
  Score: Raw -260863.753333 + Penalty 2572.488155 = -258291.265178
  nChanged 16
		SP:Iteration 23Q (90307.740000 sec): 3 clusters
  Score: Raw -260869.590078 + Penalty 2572.488155 = -258297.101923
  nChanged 16
		SP:Iteration 24Q (90307.910000 sec): 3 clusters
  Score: Raw -260875.316992 + Penalty 2572.488155 = -258302.828837
  nChanged 12
		SP:Iteration 25Q (90308.010000 sec): 3 clusters
  Score: Raw -260880.308406 + Penalty 2572.488155 = -258307.820251
  nChanged 14
		SP:Iteration 26Q (90308.090000 sec): 3 clusters
  Score: Raw -260886.185362 + Penalty 2572.488155 = -258313.697207
  nChanged 12
		SP:Iteration 27Q (90308.140000 sec): 3 clusters
  Score: Raw -260891.899552 + Penalty 2572.488155 = -258319.411397
  nChanged 10
		SP:Iteration 28Q (90308.190000 sec): 3 clusters
  Score: Raw -260894.879529 + Penalty 2572.488155 = -258322.391374
  nChanged 10
		SP:Iteration 29Q (90308.240000 sec): 3 clusters
  Score: Raw -260898.633953 + Penalty 2572.488155 = -258326.145798
  nChanged 8
		SP:Iteration 30Q (90308.290000 sec): 3 clusters
  Score: Raw -260901.254639 + Penalty 2572.488155 = -258328.766484
  nChanged 9
		SP:Iteration 31Q (90308.340000 sec): 3 clusters
  Score: Raw -260903.973148 + Penalty 2572.488155 = -258331.484993
  nChanged 8
		SP:Iteration 32Q (90308.390000 sec): 3 clusters
  Score: Raw -260906.517262 + Penalty 2572.488155 = -258334.029107
  nChanged 7
		SP:Iteration 33Q (90308.440000 sec): 3 clusters
  Score: Raw -260909.917610 + Penalty 2572.488155 = -258337.429455
  nChanged 11
		SP:Iteration 34Q (90308.490000 sec): 3 clusters
  Score: Raw -260914.381367 + Penalty 2572.488155 = -258341.893212
  nChanged 8
		SP:Iteration 35Q (90308.550000 sec): 3 clusters
  Score: Raw -260917.337672 + Penalty 2572.488155 = -258344.849517
  nChanged 8
		SP:Iteration 36Q (90308.600000 sec): 3 clusters
  Score: Raw -260921.338194 + Penalty 2572.488155 = -258348.850039
  nChanged 9
		SP:Iteration 37Q (90308.650000 sec): 3 clusters
  Score: Raw -260927.192930 + Penalty 2572.488155 = -258354.704775
  nChanged 12
		SP:Iteration 38Q (90308.700000 sec): 3 clusters
  Score: Raw -260932.404473 + Penalty 2572.488155 = -258359.916318
  nChanged 11
		SP:Iteration 39Q (90308.750000 sec): 3 clusters
  Score: Raw -260937.103877 + Penalty 2572.488155 = -258364.615722
  nChanged 9
		SP:Iteration 40F (90308.800000 sec): 3 clusters
  Score: Raw -260940.909572 + Penalty 2572.488155 = -258368.421417
  nChanged 3
		SP:Iteration 41Q (90308.850000 sec): 3 clusters
  Score: Raw -260941.709562 + Penalty 2572.488155 = -258369.221407
  nChanged 4
		SP:Iteration 42Q (90308.900000 sec): 3 clusters
  Score: Raw -260942.409879 + Penalty 2572.488155 = -258369.921724
  nChanged 1
		SP:Iteration 43Q (90308.950000 sec): 3 clusters
  Score: Raw -260942.623509 + Penalty 2572.488155 = -258370.135354
  nChanged 1
		SP:Iteration 44Q (90309.010000 sec): 3 clusters
  Score: Raw -260943.422997 + Penalty 2572.488155 = -258370.934842
  nChanged 1
		SP:Iteration 45Q (90309.060000 sec): 3 clusters
  Score: Raw -260943.957801 + Penalty 2572.488155 = -258371.469646
  nChanged 1
		SP:Iteration 46Q (90309.110000 sec): 3 clusters
  Score: Raw -260944.058100 + Penalty 2572.488155 = -258371.569945
  nChanged 0
		SP:Iteration 47F (90309.160000 sec): 3 clusters
  Score: Raw -260944.058100 + Penalty 2572.488155 = -258371.569945
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (6971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90309.260000 sec): 2 clusters
  Score: Raw -495768.796713 + Penalty 1438.046019 = -494330.750693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90309.480000 sec): 3 clusters
  Score: Raw -491926.871667 + Penalty 2876.092039 = -489050.779629
  nChanged 2915
		SP:Iteration 1F (90309.680000 sec): 3 clusters
  Score: Raw -493770.921567 + Penalty 2876.092039 = -490894.829528
  nChanged 655
		SP:Iteration 2F (90309.890000 sec): 3 clusters
  Score: Raw -494310.288139 + Penalty 2876.092039 = -491434.196100
  nChanged 578
		SP:Iteration 3F (90310.090000 sec): 3 clusters
  Score: Raw -494788.189496 + Penalty 2876.092039 = -491912.097458
  nChanged 492
		SP:Iteration 4F (90310.290000 sec): 3 clusters
  Score: Raw -495213.338399 + Penalty 2876.092039 = -492337.246360
  nChanged 418
		SP:Iteration 5F (90310.500000 sec): 3 clusters
  Score: Raw -495510.460828 + Penalty 2876.092039 = -492634.368789
  nChanged 332
		SP:Iteration 6Q (90310.700000 sec): 3 clusters
  Score: Raw -495702.412237 + Penalty 2876.092039 = -492826.320198
  nChanged 234
		SP:Iteration 7Q (90310.900000 sec): 3 clusters
  Score: Raw -495828.230803 + Penalty 2876.092039 = -492952.138764
  nChanged 210
		SP:Iteration 8Q (90311.110000 sec): 3 clusters
  Score: Raw -495944.383068 + Penalty 2876.092039 = -493068.291029
  nChanged 184
		SP:Iteration 9Q (90311.310000 sec): 3 clusters
  Score: Raw -496028.585352 + Penalty 2876.092039 = -493152.493313
  nChanged 149
		SP:Iteration 10Q (90311.510000 sec): 3 clusters
  Score: Raw -496089.675408 + Penalty 2876.092039 = -493213.583369
  nChanged 146
		SP:Iteration 11Q (90311.720000 sec): 3 clusters
  Score: Raw -496140.083467 + Penalty 2876.092039 = -493263.991428
  nChanged 89
		SP:Iteration 12Q (90311.960000 sec): 3 clusters
  Score: Raw -496165.725488 + Penalty 2876.092039 = -493289.633450
  nChanged 70
		SP:Iteration 13Q (90312.120000 sec): 3 clusters
  Score: Raw -496189.473959 + Penalty 2876.092039 = -493313.381920
  nChanged 79
		SP:Iteration 14Q (90312.320000 sec): 3 clusters
  Score: Raw -496213.886094 + Penalty 2876.092039 = -493337.794055
  nChanged 63
		SP:Iteration 15Q (90312.530000 sec): 3 clusters
  Score: Raw -496232.739219 + Penalty 2876.092039 = -493356.647180
  nChanged 51
		SP:Iteration 16Q (90312.730000 sec): 3 clusters
  Score: Raw -496248.038903 + Penalty 2876.092039 = -493371.946864
  nChanged 52
		SP:Iteration 17Q (90312.940000 sec): 3 clusters
  Score: Raw -496260.374435 + Penalty 2876.092039 = -493384.282396
  nChanged 40
		SP:Iteration 18Q (90313.140000 sec): 3 clusters
  Score: Raw -496269.953408 + Penalty 2876.092039 = -493393.861369
  nChanged 44
		SP:Iteration 19Q (90313.340000 sec): 3 clusters
  Score: Raw -496280.755729 + Penalty 2876.092039 = -493404.663690
  nChanged 37
		SP:Iteration 20F (90313.540000 sec): 3 clusters
  Score: Raw -496288.951518 + Penalty 2876.092039 = -493412.859479
  nChanged 38
		SP:Iteration 21Q (90313.750000 sec): 3 clusters
  Score: Raw -496298.757015 + Penalty 2876.092039 = -493422.664976
  nChanged 33
		SP:Iteration 22Q (90313.950000 sec): 3 clusters
  Score: Raw -496305.864460 + Penalty 2876.092039 = -493429.772422
  nChanged 31
		SP:Iteration 23Q (90314.180000 sec): 3 clusters
  Score: Raw -496312.504945 + Penalty 2876.092039 = -493436.412907
  nChanged 29
		SP:Iteration 24Q (90314.360000 sec): 3 clusters
  Score: Raw -496320.000193 + Penalty 2876.092039 = -493443.908154
  nChanged 34
		SP:Iteration 25Q (90314.560000 sec): 3 clusters
  Score: Raw -496326.340740 + Penalty 2876.092039 = -493450.248702
  nChanged 35
		SP:Iteration 26Q (90314.760000 sec): 3 clusters
  Score: Raw -496333.853050 + Penalty 2876.092039 = -493457.761011
  nChanged 30
		SP:Iteration 27Q (90314.970000 sec): 3 clusters
  Score: Raw -496340.520213 + Penalty 2876.092039 = -493464.428174
  nChanged 23
		SP:Iteration 28Q (90315.170000 sec): 3 clusters
  Score: Raw -496344.990782 + Penalty 2876.092039 = -493468.898743
  nChanged 19
		SP:Iteration 29Q (90315.400000 sec): 3 clusters
  Score: Raw -496347.824075 + Penalty 2876.092039 = -493471.732037
  nChanged 16
		SP:Iteration 30Q (90315.580000 sec): 3 clusters
  Score: Raw -496350.455899 + Penalty 2876.092039 = -493474.363860
  nChanged 12
		SP:Iteration 31Q (90315.780000 sec): 3 clusters
  Score: Raw -496352.657724 + Penalty 2876.092039 = -493476.565685
  nChanged 12
		SP:Iteration 32Q (90315.980000 sec): 3 clusters
  Score: Raw -496354.797343 + Penalty 2876.092039 = -493478.705305
  nChanged 11
		SP:Iteration 33Q (90316.180000 sec): 3 clusters
  Score: Raw -496356.178638 + Penalty 2876.092039 = -493480.086599
  nChanged 5
		SP:Iteration 34Q (90316.390000 sec): 3 clusters
  Score: Raw -496356.829957 + Penalty 2876.092039 = -493480.737918
  nChanged 7
		SP:Iteration 35Q (90316.590000 sec): 3 clusters
  Score: Raw -496357.930786 + Penalty 2876.092039 = -493481.838747
  nChanged 5
		SP:Iteration 36Q (90316.800000 sec): 3 clusters
  Score: Raw -496359.685985 + Penalty 2876.092039 = -493483.593946
  nChanged 14
		SP:Iteration 37Q (90317.000000 sec): 3 clusters
  Score: Raw -496363.389252 + Penalty 2876.092039 = -493487.297213
  nChanged 6
		SP:Iteration 38Q (90317.200000 sec): 3 clusters
  Score: Raw -496364.274138 + Penalty 2876.092039 = -493488.182099
  nChanged 7
		SP:Iteration 39Q (90317.400000 sec): 3 clusters
  Score: Raw -496365.505511 + Penalty 2876.092039 = -493489.413472
  nChanged 7
		SP:Iteration 40F (90317.610000 sec): 3 clusters
  Score: Raw -496367.150476 + Penalty 2876.092039 = -493491.058437
  nChanged 7
		SP:Iteration 41Q (90317.810000 sec): 3 clusters
  Score: Raw -496368.191671 + Penalty 2876.092039 = -493492.099632
  nChanged 7
		SP:Iteration 42Q (90318.020000 sec): 3 clusters
  Score: Raw -496369.097594 + Penalty 2876.092039 = -493493.005555
  nChanged 6
		SP:Iteration 43Q (90318.170000 sec): 3 clusters
  Score: Raw -496370.298217 + Penalty 2876.092039 = -493494.206178
  nChanged 6
		SP:Iteration 44Q (90318.280000 sec): 3 clusters
  Score: Raw -496371.111498 + Penalty 2876.092039 = -493495.019459
  nChanged 7
		SP:Iteration 45Q (90318.500000 sec): 3 clusters
  Score: Raw -496372.445274 + Penalty 2876.092039 = -493496.353236
  nChanged 9
		SP:Iteration 46Q (90318.670000 sec): 3 clusters
  Score: Raw -496374.743565 + Penalty 2876.092039 = -493498.651527
  nChanged 11
		SP:Iteration 47Q (90318.870000 sec): 3 clusters
  Score: Raw -496376.719877 + Penalty 2876.092039 = -493500.627838
  nChanged 5
		SP:Iteration 48Q (90319.070000 sec): 3 clusters
  Score: Raw -496377.264862 + Penalty 2876.092039 = -493501.172824
  nChanged 4
		SP:Iteration 49Q (90319.280000 sec): 3 clusters
  Score: Raw -496378.055370 + Penalty 2876.092039 = -493501.963331
  nChanged 5
		SP:Iteration 50Q (90319.480000 sec): 3 clusters
  Score: Raw -496378.702871 + Penalty 2876.092039 = -493502.610832
  nChanged 5
		SP:Iteration 51Q (90319.680000 sec): 3 clusters
  Score: Raw -496379.175269 + Penalty 2876.092039 = -493503.083230
  nChanged 3
		SP:Iteration 52Q (90319.880000 sec): 3 clusters
  Score: Raw -496379.495328 + Penalty 2876.092039 = -493503.403289
  nChanged 0
		SP:Iteration 53F (90320.090000 sec): 3 clusters
  Score: Raw -496379.495328 + Penalty 2876.092039 = -493503.403289
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (3874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90320.210000 sec): 2 clusters
  Score: Raw -306497.776298 + Penalty 1342.581962 = -305155.194336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90320.380000 sec): 3 clusters
  Score: Raw -304557.136063 + Penalty 2685.163924 = -301871.972139
  nChanged 1535
		SP:Iteration 1F (90320.560000 sec): 3 clusters
  Score: Raw -305568.280779 + Penalty 2685.163924 = -302883.116855
  nChanged 348
		SP:Iteration 2F (90320.730000 sec): 3 clusters
  Score: Raw -305837.194011 + Penalty 2685.163924 = -303152.030086
  nChanged 250
		SP:Iteration 3F (90320.910000 sec): 3 clusters
  Score: Raw -305999.735256 + Penalty 2685.163924 = -303314.571331
  nChanged 172
		SP:Iteration 4Q (90321.080000 sec): 3 clusters
  Score: Raw -306113.172435 + Penalty 2685.163924 = -303428.008511
  nChanged 150
		SP:Iteration 5Q (90321.260000 sec): 3 clusters
  Score: Raw -306217.453831 + Penalty 2685.163924 = -303532.289906
  nChanged 140
		SP:Iteration 6Q (90321.440000 sec): 3 clusters
  Score: Raw -306317.471963 + Penalty 2685.163924 = -303632.308039
  nChanged 119
		SP:Iteration 7Q (90321.610000 sec): 3 clusters
  Score: Raw -306404.650608 + Penalty 2685.163924 = -303719.486683
  nChanged 107
		SP:Iteration 8Q (90321.790000 sec): 3 clusters
  Score: Raw -306466.352537 + Penalty 2685.163924 = -303781.188613
  nChanged 95
		SP:Iteration 9Q (90321.960000 sec): 3 clusters
  Score: Raw -306520.617407 + Penalty 2685.163924 = -303835.453482
  nChanged 89
		SP:Iteration 10Q (90322.140000 sec): 3 clusters
  Score: Raw -306565.384468 + Penalty 2685.163924 = -303880.220543
  nChanged 70
		SP:Iteration 11Q (90322.320000 sec): 3 clusters
  Score: Raw -306600.829228 + Penalty 2685.163924 = -303915.665304
  nChanged 64
		SP:Iteration 12Q (90322.490000 sec): 3 clusters
  Score: Raw -306628.017131 + Penalty 2685.163924 = -303942.853207
  nChanged 57
		SP:Iteration 13Q (90322.670000 sec): 3 clusters
  Score: Raw -306649.992907 + Penalty 2685.163924 = -303964.828983
  nChanged 44
		SP:Iteration 14Q (90322.840000 sec): 3 clusters
  Score: Raw -306668.441110 + Penalty 2685.163924 = -303983.277185
  nChanged 34
		SP:Iteration 15Q (90323.020000 sec): 3 clusters
  Score: Raw -306681.114442 + Penalty 2685.163924 = -303995.950518
  nChanged 38
		SP:Iteration 16Q (90323.200000 sec): 3 clusters
  Score: Raw -306693.383057 + Penalty 2685.163924 = -304008.219133
  nChanged 40
		SP:Iteration 17Q (90323.370000 sec): 3 clusters
  Score: Raw -306710.181426 + Penalty 2685.163924 = -304025.017502
  nChanged 42
		SP:Iteration 18Q (90323.550000 sec): 3 clusters
  Score: Raw -306729.810045 + Penalty 2685.163924 = -304044.646121
  nChanged 40
		SP:Iteration 19Q (90323.720000 sec): 3 clusters
  Score: Raw -306749.371393 + Penalty 2685.163924 = -304064.207469
  nChanged 41
		SP:Iteration 20F (90323.900000 sec): 3 clusters
  Score: Raw -306768.195075 + Penalty 2685.163924 = -304083.031151
  nChanged 37
		SP:Iteration 21Q (90324.080000 sec): 3 clusters
  Score: Raw -306787.024271 + Penalty 2685.163924 = -304101.860347
  nChanged 48
		SP:Iteration 22Q (90324.250000 sec): 3 clusters
  Score: Raw -306808.169736 + Penalty 2685.163924 = -304123.005811
  nChanged 39
		SP:Iteration 23Q (90324.430000 sec): 3 clusters
  Score: Raw -306824.485229 + Penalty 2685.163924 = -304139.321304
  nChanged 31
		SP:Iteration 24Q (90324.600000 sec): 3 clusters
  Score: Raw -306835.397468 + Penalty 2685.163924 = -304150.233543
  nChanged 25
		SP:Iteration 25Q (90324.780000 sec): 3 clusters
  Score: Raw -306843.848612 + Penalty 2685.163924 = -304158.684687
  nChanged 22
		SP:Iteration 26Q (90324.950000 sec): 3 clusters
  Score: Raw -306857.390918 + Penalty 2685.163924 = -304172.226994
  nChanged 34
		SP:Iteration 27Q (90325.130000 sec): 3 clusters
  Score: Raw -306876.210231 + Penalty 2685.163924 = -304191.046307
  nChanged 31
		SP:Iteration 28Q (90325.300000 sec): 3 clusters
  Score: Raw -306894.125261 + Penalty 2685.163924 = -304208.961337
  nChanged 36
		SP:Iteration 29Q (90325.480000 sec): 3 clusters
  Score: Raw -306907.868444 + Penalty 2685.163924 = -304222.704520
  nChanged 30
		SP:Iteration 30Q (90325.660000 sec): 3 clusters
  Score: Raw -306921.564547 + Penalty 2685.163924 = -304236.400623
  nChanged 24
		SP:Iteration 31Q (90325.830000 sec): 3 clusters
  Score: Raw -306933.834940 + Penalty 2685.163924 = -304248.671016
  nChanged 27
		SP:Iteration 32Q (90326.010000 sec): 3 clusters
  Score: Raw -306950.310763 + Penalty 2685.163924 = -304265.146839
  nChanged 33
		SP:Iteration 33Q (90326.180000 sec): 3 clusters
  Score: Raw -306961.715399 + Penalty 2685.163924 = -304276.551474
  nChanged 22
		SP:Iteration 34Q (90326.360000 sec): 3 clusters
  Score: Raw -306969.214436 + Penalty 2685.163924 = -304284.050511
  nChanged 21
		SP:Iteration 35Q (90326.540000 sec): 3 clusters
  Score: Raw -306975.775595 + Penalty 2685.163924 = -304290.611671
  nChanged 18
		SP:Iteration 36Q (90326.710000 sec): 3 clusters
  Score: Raw -306982.850361 + Penalty 2685.163924 = -304297.686437
  nChanged 14
		SP:Iteration 37Q (90326.890000 sec): 3 clusters
  Score: Raw -306988.609059 + Penalty 2685.163924 = -304303.445135
  nChanged 15
		SP:Iteration 38Q (90327.060000 sec): 3 clusters
  Score: Raw -306994.082654 + Penalty 2685.163924 = -304308.918730
  nChanged 14
		SP:Iteration 39Q (90327.240000 sec): 3 clusters
  Score: Raw -306998.389134 + Penalty 2685.163924 = -304313.225210
  nChanged 15
		SP:Iteration 40F (90327.420000 sec): 3 clusters
  Score: Raw -307003.259086 + Penalty 2685.163924 = -304318.095162
  nChanged 10
		SP:Iteration 41Q (90327.590000 sec): 3 clusters
  Score: Raw -307005.295361 + Penalty 2685.163924 = -304320.131437
  nChanged 7
		SP:Iteration 42Q (90327.770000 sec): 3 clusters
  Score: Raw -307008.663710 + Penalty 2685.163924 = -304323.499786
  nChanged 13
		SP:Iteration 43Q (90327.940000 sec): 3 clusters
  Score: Raw -307012.192910 + Penalty 2685.163924 = -304327.028986
  nChanged 7
		SP:Iteration 44Q (90328.100000 sec): 3 clusters
  Score: Raw -307013.959933 + Penalty 2685.163924 = -304328.796009
  nChanged 7
		SP:Iteration 45Q (90328.260000 sec): 3 clusters
  Score: Raw -307015.449177 + Penalty 2685.163924 = -304330.285253
  nChanged 5
		SP:Iteration 46Q (90328.430000 sec): 3 clusters
  Score: Raw -307017.843473 + Penalty 2685.163924 = -304332.679549
  nChanged 7
		SP:Iteration 47Q (90328.590000 sec): 3 clusters
  Score: Raw -307020.727656 + Penalty 2685.163924 = -304335.563732
  nChanged 8
		SP:Iteration 48Q (90328.750000 sec): 3 clusters
  Score: Raw -307022.777187 + Penalty 2685.163924 = -304337.613262
  nChanged 9
		SP:Iteration 49Q (90328.920000 sec): 3 clusters
  Score: Raw -307025.401166 + Penalty 2685.163924 = -304340.237241
  nChanged 7
		SP:Iteration 50Q (90329.080000 sec): 3 clusters
  Score: Raw -307027.202925 + Penalty 2685.163924 = -304342.039001
  nChanged 9
		SP:Iteration 51Q (90329.240000 sec): 3 clusters
  Score: Raw -307029.333257 + Penalty 2685.163924 = -304344.169333
  nChanged 7
		SP:Iteration 52Q (90329.410000 sec): 3 clusters
  Score: Raw -307030.453255 + Penalty 2685.163924 = -304345.289331
  nChanged 3
		SP:Iteration 53Q (90329.570000 sec): 3 clusters
  Score: Raw -307031.597905 + Penalty 2685.163924 = -304346.433981
  nChanged 7
		SP:Iteration 54Q (90329.730000 sec): 3 clusters
  Score: Raw -307034.649283 + Penalty 2685.163924 = -304349.485358
  nChanged 5
		SP:Iteration 55Q (90329.910000 sec): 3 clusters
  Score: Raw -307035.401737 + Penalty 2685.163924 = -304350.237812
  nChanged 3
		SP:Iteration 56Q (90330.070000 sec): 3 clusters
  Score: Raw -307036.066032 + Penalty 2685.163924 = -304350.902107
  nChanged 2
		SP:Iteration 57Q (90330.240000 sec): 3 clusters
  Score: Raw -307036.280550 + Penalty 2685.163924 = -304351.116625
  nChanged 0
		SP:Iteration 58F (90330.420000 sec): 3 clusters
  Score: Raw -307036.280550 + Penalty 2685.163924 = -304351.116625
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (10055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90330.580000 sec): 2 clusters
  Score: Raw -985691.926078 + Penalty 1497.571612 = -984194.354466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90330.830000 sec): 3 clusters
  Score: Raw -979992.585391 + Penalty 2995.143223 = -976997.442168
  nChanged 4286
		SP:Iteration 1F (90331.050000 sec): 3 clusters
  Score: Raw -982266.393892 + Penalty 2995.143223 = -979271.250669
  nChanged 595
		SP:Iteration 2F (90331.330000 sec): 3 clusters
  Score: Raw -982502.507206 + Penalty 2995.143223 = -979507.363983
  nChanged 479
		SP:Iteration 3Q (90331.570000 sec): 3 clusters
  Score: Raw -982687.369574 + Penalty 2995.143223 = -979692.226350
  nChanged 441
		SP:Iteration 4Q (90331.790000 sec): 3 clusters
  Score: Raw -982860.496900 + Penalty 2995.143223 = -979865.353677
  nChanged 397
		SP:Iteration 5Q (90332.020000 sec): 3 clusters
  Score: Raw -983030.137535 + Penalty 2995.143223 = -980034.994312
  nChanged 441
		SP:Iteration 6Q (90332.240000 sec): 3 clusters
  Score: Raw -983217.417576 + Penalty 2995.143223 = -980222.274353
  nChanged 424
		SP:Iteration 7Q (90332.460000 sec): 3 clusters
  Score: Raw -983402.610658 + Penalty 2995.143223 = -980407.467435
  nChanged 383
		SP:Iteration 8Q (90332.610000 sec): 3 clusters
  Score: Raw -983553.552681 + Penalty 2995.143223 = -980558.409458
  nChanged 353
		SP:Iteration 9Q (90332.830000 sec): 3 clusters
  Score: Raw -983674.631136 + Penalty 2995.143223 = -980679.487913
  nChanged 271
		SP:Iteration 10Q (90333.140000 sec): 3 clusters
  Score: Raw -983759.818300 + Penalty 2995.143223 = -980764.675076
  nChanged 255
		SP:Iteration 11Q (90333.330000 sec): 3 clusters
  Score: Raw -983849.151720 + Penalty 2995.143223 = -980854.008497
  nChanged 237
		SP:Iteration 12Q (90333.600000 sec): 3 clusters
  Score: Raw -983924.461440 + Penalty 2995.143223 = -980929.318216
  nChanged 217
		SP:Iteration 13Q (90333.820000 sec): 3 clusters
  Score: Raw -983988.676799 + Penalty 2995.143223 = -980993.533576
  nChanged 177
		SP:Iteration 14Q (90334.040000 sec): 3 clusters
  Score: Raw -984041.122579 + Penalty 2995.143223 = -981045.979356
  nChanged 206
		SP:Iteration 15Q (90334.270000 sec): 3 clusters
  Score: Raw -984115.024410 + Penalty 2995.143223 = -981119.881187
  nChanged 223
		SP:Iteration 16Q (90334.490000 sec): 3 clusters
  Score: Raw -984205.362297 + Penalty 2995.143223 = -981210.219073
  nChanged 231
		SP:Iteration 17Q (90334.760000 sec): 3 clusters
  Score: Raw -984325.839787 + Penalty 2995.143223 = -981330.696564
  nChanged 253
		SP:Iteration 18Q (90334.980000 sec): 3 clusters
  Score: Raw -984452.300558 + Penalty 2995.143223 = -981457.157335
  nChanged 261
		SP:Iteration 19Q (90335.210000 sec): 3 clusters
  Score: Raw -984603.317029 + Penalty 2995.143223 = -981608.173806
  nChanged 302
		SP:Iteration 20F (90335.430000 sec): 3 clusters
  Score: Raw -984801.456955 + Penalty 2995.143223 = -981806.313732
  nChanged 319
		SP:Iteration 21Q (90335.660000 sec): 3 clusters
  Score: Raw -985048.385531 + Penalty 2995.143223 = -982053.242307
  nChanged 334
		SP:Iteration 22Q (90335.890000 sec): 3 clusters
  Score: Raw -985325.118392 + Penalty 2995.143223 = -982329.975169
  nChanged 314
		SP:Iteration 23Q (90336.110000 sec): 3 clusters
  Score: Raw -985555.664162 + Penalty 2995.143223 = -982560.520939
  nChanged 277
		SP:Iteration 24Q (90336.340000 sec): 3 clusters
  Score: Raw -985726.311563 + Penalty 2995.143223 = -982731.168340
  nChanged 193
		SP:Iteration 25Q (90336.570000 sec): 3 clusters
  Score: Raw -985809.254029 + Penalty 2995.143223 = -982814.110806
  nChanged 121
		SP:Iteration 26Q (90336.790000 sec): 3 clusters
  Score: Raw -985849.333225 + Penalty 2995.143223 = -982854.190002
  nChanged 87
		SP:Iteration 27Q (90336.940000 sec): 3 clusters
  Score: Raw -985878.144873 + Penalty 2995.143223 = -982883.001650
  nChanged 59
		SP:Iteration 28Q (90337.090000 sec): 3 clusters
  Score: Raw -985899.537299 + Penalty 2995.143223 = -982904.394075
  nChanged 52
		SP:Iteration 29Q (90337.310000 sec): 3 clusters
  Score: Raw -985917.031054 + Penalty 2995.143223 = -982921.887830
  nChanged 46
		SP:Iteration 30Q (90337.530000 sec): 3 clusters
  Score: Raw -985929.277557 + Penalty 2995.143223 = -982934.134333
  nChanged 33
		SP:Iteration 31Q (90337.760000 sec): 3 clusters
  Score: Raw -985936.235318 + Penalty 2995.143223 = -982941.092095
  nChanged 26
		SP:Iteration 32Q (90337.990000 sec): 3 clusters
  Score: Raw -985943.023227 + Penalty 2995.143223 = -982947.880003
  nChanged 24
		SP:Iteration 33Q (90338.200000 sec): 3 clusters
  Score: Raw -985949.375451 + Penalty 2995.143223 = -982954.232228
  nChanged 33
		SP:Iteration 34Q (90338.390000 sec): 3 clusters
  Score: Raw -985956.671110 + Penalty 2995.143223 = -982961.527886
  nChanged 24
		SP:Iteration 35Q (90338.630000 sec): 3 clusters
  Score: Raw -985962.026813 + Penalty 2995.143223 = -982966.883589
  nChanged 27
		SP:Iteration 36Q (90338.850000 sec): 3 clusters
  Score: Raw -985969.624857 + Penalty 2995.143223 = -982974.481634
  nChanged 26
		SP:Iteration 37Q (90339.080000 sec): 3 clusters
  Score: Raw -985974.912307 + Penalty 2995.143223 = -982979.769084
  nChanged 21
		SP:Iteration 38Q (90339.310000 sec): 3 clusters
  Score: Raw -985983.974211 + Penalty 2995.143223 = -982988.830988
  nChanged 16
		SP:Iteration 39Q (90339.540000 sec): 3 clusters
  Score: Raw -985987.842733 + Penalty 2995.143223 = -982992.699510
  nChanged 23
		SP:Iteration 40F (90339.770000 sec): 3 clusters
  Score: Raw -985992.864209 + Penalty 2995.143223 = -982997.720986
  nChanged 27
		SP:Iteration 41Q (90340.000000 sec): 3 clusters
  Score: Raw -985996.720033 + Penalty 2995.143223 = -983001.576810
  nChanged 20
		SP:Iteration 42Q (90340.230000 sec): 3 clusters
  Score: Raw -986000.079699 + Penalty 2995.143223 = -983004.936475
  nChanged 17
		SP:Iteration 43Q (90340.460000 sec): 3 clusters
  Score: Raw -986003.834592 + Penalty 2995.143223 = -983008.691369
  nChanged 22
		SP:Iteration 44Q (90340.690000 sec): 3 clusters
  Score: Raw -986010.120101 + Penalty 2995.143223 = -983014.976878
  nChanged 32
		SP:Iteration 45Q (90340.920000 sec): 3 clusters
  Score: Raw -986017.849548 + Penalty 2995.143223 = -983022.706325
  nChanged 25
		SP:Iteration 46Q (90341.150000 sec): 3 clusters
  Score: Raw -986022.824527 + Penalty 2995.143223 = -983027.681304
  nChanged 24
		SP:Iteration 47Q (90341.380000 sec): 3 clusters
  Score: Raw -986026.911406 + Penalty 2995.143223 = -983031.768182
  nChanged 18
		SP:Iteration 48Q (90341.610000 sec): 3 clusters
  Score: Raw -986029.899915 + Penalty 2995.143223 = -983034.756692
  nChanged 14
		SP:Iteration 49Q (90341.830000 sec): 3 clusters
  Score: Raw -986031.592268 + Penalty 2995.143223 = -983036.449045
  nChanged 7
		SP:Iteration 50Q (90342.070000 sec): 3 clusters
  Score: Raw -986032.370038 + Penalty 2995.143223 = -983037.226815
  nChanged 7
		SP:Iteration 51Q (90342.290000 sec): 3 clusters
  Score: Raw -986033.472975 + Penalty 2995.143223 = -983038.329752
  nChanged 8
		SP:Iteration 52Q (90342.520000 sec): 3 clusters
  Score: Raw -986034.685388 + Penalty 2995.143223 = -983039.542165
  nChanged 3
		SP:Iteration 53Q (90342.750000 sec): 3 clusters
  Score: Raw -986035.348221 + Penalty 2995.143223 = -983040.204998
  nChanged 3
		SP:Iteration 54Q (90342.980000 sec): 3 clusters
  Score: Raw -986035.750460 + Penalty 2995.143223 = -983040.607236
  nChanged 4
		SP:Iteration 55Q (90343.210000 sec): 3 clusters
  Score: Raw -986036.321127 + Penalty 2995.143223 = -983041.177904
  nChanged 4
		SP:Iteration 56Q (90343.440000 sec): 3 clusters
  Score: Raw -986036.728519 + Penalty 2995.143223 = -983041.585296
  nChanged 7
		SP:Iteration 57Q (90343.670000 sec): 3 clusters
  Score: Raw -986037.694802 + Penalty 2995.143223 = -983042.551578
  nChanged 7
		SP:Iteration 58Q (90343.900000 sec): 3 clusters
  Score: Raw -986039.069055 + Penalty 2995.143223 = -983043.925832
  nChanged 11
		SP:Iteration 59Q (90344.130000 sec): 3 clusters
  Score: Raw -986040.708003 + Penalty 2995.143223 = -983045.564779
  nChanged 12
		SP:Iteration 60F (90344.360000 sec): 3 clusters
  Score: Raw -986042.530461 + Penalty 2995.143223 = -983047.387238
  nChanged 13
		SP:Iteration 61Q (90344.590000 sec): 3 clusters
  Score: Raw -986044.706349 + Penalty 2995.143223 = -983049.563126
  nChanged 12
		SP:Iteration 62Q (90344.820000 sec): 3 clusters
  Score: Raw -986046.304749 + Penalty 2995.143223 = -983051.161526
  nChanged 6
		SP:Iteration 63Q (90345.050000 sec): 3 clusters
  Score: Raw -986046.913742 + Penalty 2995.143223 = -983051.770518
  nChanged 5
		SP:Iteration 64Q (90345.280000 sec): 3 clusters
  Score: Raw -986047.483069 + Penalty 2995.143223 = -983052.339846
  nChanged 3
		SP:Iteration 65Q (90345.510000 sec): 3 clusters
  Score: Raw -986047.887486 + Penalty 2995.143223 = -983052.744263
  nChanged 1
		SP:Iteration 66Q (90345.740000 sec): 3 clusters
  Score: Raw -986048.010672 + Penalty 2995.143223 = -983052.867449
  nChanged 2
		SP:Iteration 67Q (90345.970000 sec): 3 clusters
  Score: Raw -986048.279894 + Penalty 2995.143223 = -983053.136671
  nChanged 1
		SP:Iteration 68Q (90346.280000 sec): 3 clusters
  Score: Raw -986048.383015 + Penalty 2995.143223 = -983053.239792
  nChanged 2
		SP:Iteration 69Q (90346.470000 sec): 3 clusters
  Score: Raw -986048.584855 + Penalty 2995.143223 = -983053.441631
  nChanged 0
		SP:Iteration 70F (90346.730000 sec): 3 clusters
  Score: Raw -986048.584855 + Penalty 2995.143223 = -983053.441631
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (10339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90346.870000 sec): 2 clusters
  Score: Raw -944787.479572 + Penalty 1502.097745 = -943285.381826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90347.170000 sec): 3 clusters
  Score: Raw -938947.236783 + Penalty 3004.195490 = -935943.041293
  nChanged 4494
		SP:Iteration 1F (90347.360000 sec): 3 clusters
  Score: Raw -941437.479313 + Penalty 3004.195490 = -938433.283823
  nChanged 769
		SP:Iteration 2F (90347.620000 sec): 3 clusters
  Score: Raw -941934.080462 + Penalty 3004.195490 = -938929.884972
  nChanged 745
		SP:Iteration 3F (90347.890000 sec): 3 clusters
  Score: Raw -942438.329763 + Penalty 3004.195490 = -939434.134273
  nChanged 709
		SP:Iteration 4F (90348.150000 sec): 3 clusters
  Score: Raw -942907.518510 + Penalty 3004.195490 = -939903.323020
  nChanged 648
		SP:Iteration 5F (90348.420000 sec): 3 clusters
  Score: Raw -943316.346260 + Penalty 3004.195490 = -940312.150770
  nChanged 559
		SP:Iteration 6F (90348.690000 sec): 3 clusters
  Score: Raw -943619.539485 + Penalty 3004.195490 = -940615.343994
  nChanged 429
		SP:Iteration 7Q (90348.960000 sec): 3 clusters
  Score: Raw -943821.840285 + Penalty 3004.195490 = -940817.644795
  nChanged 337
		SP:Iteration 8Q (90349.230000 sec): 3 clusters
  Score: Raw -943959.934998 + Penalty 3004.195490 = -940955.739508
  nChanged 241
		SP:Iteration 9Q (90349.490000 sec): 3 clusters
  Score: Raw -944045.136259 + Penalty 3004.195490 = -941040.940768
  nChanged 193
		SP:Iteration 10Q (90349.760000 sec): 3 clusters
  Score: Raw -944100.283705 + Penalty 3004.195490 = -941096.088215
  nChanged 150
		SP:Iteration 11Q (90350.030000 sec): 3 clusters
  Score: Raw -944138.838775 + Penalty 3004.195490 = -941134.643285
  nChanged 117
		SP:Iteration 12Q (90350.290000 sec): 3 clusters
  Score: Raw -944165.721552 + Penalty 3004.195490 = -941161.526062
  nChanged 93
		SP:Iteration 13Q (90350.560000 sec): 3 clusters
  Score: Raw -944185.373299 + Penalty 3004.195490 = -941181.177809
  nChanged 76
		SP:Iteration 14Q (90350.830000 sec): 3 clusters
  Score: Raw -944201.455374 + Penalty 3004.195490 = -941197.259884
  nChanged 81
		SP:Iteration 15Q (90351.100000 sec): 3 clusters
  Score: Raw -944218.571640 + Penalty 3004.195490 = -941214.376149
  nChanged 59
		SP:Iteration 16Q (90351.370000 sec): 3 clusters
  Score: Raw -944229.420542 + Penalty 3004.195490 = -941225.225052
  nChanged 54
		SP:Iteration 17Q (90351.630000 sec): 3 clusters
  Score: Raw -944239.654642 + Penalty 3004.195490 = -941235.459152
  nChanged 48
		SP:Iteration 18Q (90351.900000 sec): 3 clusters
  Score: Raw -944247.000632 + Penalty 3004.195490 = -941242.805142
  nChanged 46
		SP:Iteration 19Q (90352.170000 sec): 3 clusters
  Score: Raw -944252.673984 + Penalty 3004.195490 = -941248.478494
  nChanged 32
		SP:Iteration 20F (90352.430000 sec): 3 clusters
  Score: Raw -944256.755240 + Penalty 3004.195490 = -941252.559750
  nChanged 19
		SP:Iteration 21Q (90352.700000 sec): 3 clusters
  Score: Raw -944258.920388 + Penalty 3004.195490 = -941254.724898
  nChanged 12
		SP:Iteration 22Q (90352.970000 sec): 3 clusters
  Score: Raw -944260.366361 + Penalty 3004.195490 = -941256.170870
  nChanged 10
		SP:Iteration 23Q (90353.240000 sec): 3 clusters
  Score: Raw -944261.528211 + Penalty 3004.195490 = -941257.332721
  nChanged 12
		SP:Iteration 24Q (90353.500000 sec): 3 clusters
  Score: Raw -944262.590786 + Penalty 3004.195490 = -941258.395296
  nChanged 13
		SP:Iteration 25Q (90353.770000 sec): 3 clusters
  Score: Raw -944264.119070 + Penalty 3004.195490 = -941259.923580
  nChanged 10
		SP:Iteration 26Q (90354.040000 sec): 3 clusters
  Score: Raw -944265.100879 + Penalty 3004.195490 = -941260.905389
  nChanged 10
		SP:Iteration 27Q (90354.310000 sec): 3 clusters
  Score: Raw -944266.598206 + Penalty 3004.195490 = -941262.402715
  nChanged 7
		SP:Iteration 28Q (90354.570000 sec): 3 clusters
  Score: Raw -944267.508634 + Penalty 3004.195490 = -941263.313144
  nChanged 8
		SP:Iteration 29Q (90354.840000 sec): 3 clusters
  Score: Raw -944268.334440 + Penalty 3004.195490 = -941264.138950
  nChanged 5
		SP:Iteration 30Q (90355.110000 sec): 3 clusters
  Score: Raw -944268.891757 + Penalty 3004.195490 = -941264.696267
  nChanged 10
		SP:Iteration 31Q (90355.370000 sec): 3 clusters
  Score: Raw -944269.622176 + Penalty 3004.195490 = -941265.426685
  nChanged 5
		SP:Iteration 32Q (90355.640000 sec): 3 clusters
  Score: Raw -944269.995361 + Penalty 3004.195490 = -941265.799871
  nChanged 4
		SP:Iteration 33Q (90355.910000 sec): 3 clusters
  Score: Raw -944270.278829 + Penalty 3004.195490 = -941266.083339
  nChanged 3
		SP:Iteration 34Q (90356.180000 sec): 3 clusters
  Score: Raw -944270.453006 + Penalty 3004.195490 = -941266.257516
  nChanged 1
		SP:Iteration 35Q (90356.450000 sec): 3 clusters
  Score: Raw -944270.602782 + Penalty 3004.195490 = -941266.407292
  nChanged 0
		SP:Iteration 36F (90356.710000 sec): 3 clusters
  Score: Raw -944270.602782 + Penalty 3004.195490 = -941266.407292
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (20237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90356.930000 sec): 2 clusters
  Score: Raw -1915580.459796 + Penalty 1611.231032 = -1913969.228764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90357.290000 sec): 3 clusters
  Score: Raw -1903332.596861 + Penalty 3222.462065 = -1900110.134797
  nChanged 9168
		SP:Iteration 1F (90357.600000 sec): 3 clusters
  Score: Raw -1908507.586696 + Penalty 3222.462065 = -1905285.124632
  nChanged 1146
		SP:Iteration 2F (90357.920000 sec): 3 clusters
  Score: Raw -1909025.729132 + Penalty 3222.462065 = -1905803.267067
  nChanged 1189
		SP:Iteration 3F (90358.270000 sec): 3 clusters
  Score: Raw -1909565.440695 + Penalty 3222.462065 = -1906342.978631
  nChanged 1199
		SP:Iteration 4F (90358.590000 sec): 3 clusters
  Score: Raw -1910127.602615 + Penalty 3222.462065 = -1906905.140550
  nChanged 1145
		SP:Iteration 5F (90358.950000 sec): 3 clusters
  Score: Raw -1910672.925198 + Penalty 3222.462065 = -1907450.463134
  nChanged 1069
		SP:Iteration 6F (90359.260000 sec): 3 clusters
  Score: Raw -1911185.145525 + Penalty 3222.462065 = -1907962.683460
  nChanged 1006
		SP:Iteration 7Q (90359.620000 sec): 3 clusters
  Score: Raw -1911665.589781 + Penalty 3222.462065 = -1908443.127716
  nChanged 892
		SP:Iteration 8Q (90359.970000 sec): 3 clusters
  Score: Raw -1912072.695723 + Penalty 3222.462065 = -1908850.233658
  nChanged 814
		SP:Iteration 9Q (90360.290000 sec): 3 clusters
  Score: Raw -1912480.594161 + Penalty 3222.462065 = -1909258.132096
  nChanged 802
		SP:Iteration 10Q (90360.600000 sec): 3 clusters
  Score: Raw -1912904.713240 + Penalty 3222.462065 = -1909682.251175
  nChanged 722
		SP:Iteration 11Q (90360.960000 sec): 3 clusters
  Score: Raw -1913329.782108 + Penalty 3222.462065 = -1910107.320044
  nChanged 698
		SP:Iteration 12Q (90361.270000 sec): 3 clusters
  Score: Raw -1913767.584905 + Penalty 3222.462065 = -1910545.122840
  nChanged 628
		SP:Iteration 13Q (90361.630000 sec): 3 clusters
  Score: Raw -1914200.143849 + Penalty 3222.462065 = -1910977.681785
  nChanged 541
		SP:Iteration 14Q (90361.940000 sec): 3 clusters
  Score: Raw -1914600.493757 + Penalty 3222.462065 = -1911378.031693
  nChanged 438
		SP:Iteration 15Q (90362.300000 sec): 3 clusters
  Score: Raw -1914925.188231 + Penalty 3222.462065 = -1911702.726166
  nChanged 321
		SP:Iteration 16Q (90362.610000 sec): 3 clusters
  Score: Raw -1915163.912161 + Penalty 3222.462065 = -1911941.450096
  nChanged 245
		SP:Iteration 17Q (90362.930000 sec): 3 clusters
  Score: Raw -1915362.302181 + Penalty 3222.462065 = -1912139.840116
  nChanged 182
		SP:Iteration 18Q (90363.240000 sec): 3 clusters
  Score: Raw -1915518.658179 + Penalty 3222.462065 = -1912296.196114
  nChanged 124
		SP:Iteration 19Q (90363.560000 sec): 3 clusters
  Score: Raw -1915609.036102 + Penalty 3222.462065 = -1912386.574038
  nChanged 89
		SP:Iteration 20F (90363.920000 sec): 3 clusters
  Score: Raw -1915678.533620 + Penalty 3222.462065 = -1912456.071555
  nChanged 68
		SP:Iteration 21Q (90364.190000 sec): 3 clusters
  Score: Raw -1915726.581638 + Penalty 3222.462065 = -1912504.119573
  nChanged 45
		SP:Iteration 22Q (90364.450000 sec): 3 clusters
  Score: Raw -1915760.453101 + Penalty 3222.462065 = -1912537.991037
  nChanged 34
		SP:Iteration 23Q (90364.730000 sec): 3 clusters
  Score: Raw -1915786.821156 + Penalty 3222.462065 = -1912564.359092
  nChanged 20
		SP:Iteration 24Q (90365.000000 sec): 3 clusters
  Score: Raw -1915800.064034 + Penalty 3222.462065 = -1912577.601969
  nChanged 10
		SP:Iteration 25Q (90365.270000 sec): 3 clusters
  Score: Raw -1915805.775062 + Penalty 3222.462065 = -1912583.312998
  nChanged 8
		SP:Iteration 26Q (90365.540000 sec): 3 clusters
  Score: Raw -1915811.375902 + Penalty 3222.462065 = -1912588.913837
  nChanged 5
		SP:Iteration 27Q (90365.810000 sec): 3 clusters
  Score: Raw -1915814.029567 + Penalty 3222.462065 = -1912591.567503
  nChanged 4
		SP:Iteration 28Q (90366.080000 sec): 3 clusters
  Score: Raw -1915816.746860 + Penalty 3222.462065 = -1912594.284795
  nChanged 2
		SP:Iteration 29Q (90366.350000 sec): 3 clusters
  Score: Raw -1915818.351922 + Penalty 3222.462065 = -1912595.889857
  nChanged 0
		SP:Iteration 30F (90366.670000 sec): 3 clusters
  Score: Raw -1915818.351922 + Penalty 3222.462065 = -1912595.889857
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (3210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90366.780000 sec): 2 clusters
  Score: Raw -260226.031396 + Penalty 1312.029260 = -258914.002136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90366.950000 sec): 3 clusters
  Score: Raw -258768.707834 + Penalty 2624.058520 = -256144.649314
  nChanged 1207
		SP:Iteration 1F (90367.130000 sec): 3 clusters
  Score: Raw -259660.145563 + Penalty 2624.058520 = -257036.087043
  nChanged 286
		SP:Iteration 2F (90367.310000 sec): 3 clusters
  Score: Raw -259889.399504 + Penalty 2624.058520 = -257265.340984
  nChanged 192
		SP:Iteration 3F (90367.480000 sec): 3 clusters
  Score: Raw -260015.570836 + Penalty 2624.058520 = -257391.512316
  nChanged 126
		SP:Iteration 4Q (90367.660000 sec): 3 clusters
  Score: Raw -260101.091313 + Penalty 2624.058520 = -257477.032793
  nChanged 120
		SP:Iteration 5Q (90367.830000 sec): 3 clusters
  Score: Raw -260180.665949 + Penalty 2624.058520 = -257556.607429
  nChanged 86
		SP:Iteration 6Q (90368.010000 sec): 3 clusters
  Score: Raw -260220.009611 + Penalty 2624.058520 = -257595.951090
  nChanged 53
		SP:Iteration 7Q (90368.190000 sec): 3 clusters
  Score: Raw -260241.277951 + Penalty 2624.058520 = -257617.219431
  nChanged 48
		SP:Iteration 8Q (90368.360000 sec): 3 clusters
  Score: Raw -260260.913756 + Penalty 2624.058520 = -257636.855236
  nChanged 41
		SP:Iteration 9Q (90368.520000 sec): 3 clusters
  Score: Raw -260281.300792 + Penalty 2624.058520 = -257657.242271
  nChanged 35
		SP:Iteration 10Q (90368.670000 sec): 3 clusters
  Score: Raw -260297.302922 + Penalty 2624.058520 = -257673.244402
  nChanged 38
		SP:Iteration 11Q (90368.840000 sec): 3 clusters
  Score: Raw -260313.031606 + Penalty 2624.058520 = -257688.973085
  nChanged 31
		SP:Iteration 12Q (90369.020000 sec): 3 clusters
  Score: Raw -260323.500608 + Penalty 2624.058520 = -257699.442088
  nChanged 29
		SP:Iteration 13Q (90369.200000 sec): 3 clusters
  Score: Raw -260334.179882 + Penalty 2624.058520 = -257710.121362
  nChanged 30
		SP:Iteration 14Q (90369.370000 sec): 3 clusters
  Score: Raw -260346.040012 + Penalty 2624.058520 = -257721.981492
  nChanged 22
		SP:Iteration 15Q (90369.550000 sec): 3 clusters
  Score: Raw -260354.239482 + Penalty 2624.058520 = -257730.180962
  nChanged 20
		SP:Iteration 16Q (90369.770000 sec): 3 clusters
  Score: Raw -260360.799351 + Penalty 2624.058520 = -257736.740830
  nChanged 18
		SP:Iteration 17Q (90369.920000 sec): 3 clusters
  Score: Raw -260367.078255 + Penalty 2624.058520 = -257743.019735
  nChanged 17
		SP:Iteration 18Q (90370.080000 sec): 3 clusters
  Score: Raw -260373.213286 + Penalty 2624.058520 = -257749.154766
  nChanged 20
		SP:Iteration 19Q (90370.250000 sec): 3 clusters
  Score: Raw -260379.898956 + Penalty 2624.058520 = -257755.840436
  nChanged 26
		SP:Iteration 20F (90370.430000 sec): 3 clusters
  Score: Raw -260390.976138 + Penalty 2624.058520 = -257766.917618
  nChanged 31
		SP:Iteration 21Q (90370.600000 sec): 3 clusters
  Score: Raw -260404.519993 + Penalty 2624.058520 = -257780.461473
  nChanged 26
		SP:Iteration 22Q (90370.780000 sec): 3 clusters
  Score: Raw -260416.148810 + Penalty 2624.058520 = -257792.090290
  nChanged 21
		SP:Iteration 23Q (90370.960000 sec): 3 clusters
  Score: Raw -260424.332780 + Penalty 2624.058520 = -257800.274260
  nChanged 18
		SP:Iteration 24Q (90371.130000 sec): 3 clusters
  Score: Raw -260430.824187 + Penalty 2624.058520 = -257806.765667
  nChanged 17
		SP:Iteration 25Q (90371.310000 sec): 3 clusters
  Score: Raw -260436.802346 + Penalty 2624.058520 = -257812.743826
  nChanged 16
		SP:Iteration 26Q (90371.480000 sec): 3 clusters
  Score: Raw -260441.581492 + Penalty 2624.058520 = -257817.522972
  nChanged 8
		SP:Iteration 27Q (90371.660000 sec): 3 clusters
  Score: Raw -260444.361736 + Penalty 2624.058520 = -257820.303215
  nChanged 8
		SP:Iteration 28Q (90371.830000 sec): 3 clusters
  Score: Raw -260447.150142 + Penalty 2624.058520 = -257823.091622
  nChanged 9
		SP:Iteration 29Q (90372.010000 sec): 3 clusters
  Score: Raw -260450.516304 + Penalty 2624.058520 = -257826.457783
  nChanged 10
		SP:Iteration 30Q (90372.180000 sec): 3 clusters
  Score: Raw -260453.480900 + Penalty 2624.058520 = -257829.422380
  nChanged 9
		SP:Iteration 31Q (90372.360000 sec): 3 clusters
  Score: Raw -260456.334273 + Penalty 2624.058520 = -257832.275753
  nChanged 11
		SP:Iteration 32Q (90372.540000 sec): 3 clusters
  Score: Raw -260460.968986 + Penalty 2624.058520 = -257836.910466
  nChanged 10
		SP:Iteration 33Q (90372.710000 sec): 3 clusters
  Score: Raw -260464.322850 + Penalty 2624.058520 = -257840.264329
  nChanged 8
		SP:Iteration 34Q (90372.890000 sec): 3 clusters
  Score: Raw -260467.364493 + Penalty 2624.058520 = -257843.305973
  nChanged 6
		SP:Iteration 35Q (90373.060000 sec): 3 clusters
  Score: Raw -260469.425317 + Penalty 2624.058520 = -257845.366797
  nChanged 2
		SP:Iteration 36Q (90373.240000 sec): 3 clusters
  Score: Raw -260470.015901 + Penalty 2624.058520 = -257845.957381
  nChanged 5
		SP:Iteration 37Q (90373.420000 sec): 3 clusters
  Score: Raw -260471.905767 + Penalty 2624.058520 = -257847.847247
  nChanged 5
		SP:Iteration 38Q (90373.590000 sec): 3 clusters
  Score: Raw -260473.504616 + Penalty 2624.058520 = -257849.446095
  nChanged 4
		SP:Iteration 39Q (90373.770000 sec): 3 clusters
  Score: Raw -260474.720351 + Penalty 2624.058520 = -257850.661831
  nChanged 2
		SP:Iteration 40F (90373.940000 sec): 3 clusters
  Score: Raw -260475.273654 + Penalty 2624.058520 = -257851.215134
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90374.000000 sec): 2 clusters
  Score: Raw -80848.480899 + Penalty 1136.812000 = -79711.668899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90374.020000 sec): 3 clusters
  Score: Raw -80527.199804 + Penalty 2273.624001 = -78253.575803
  nChanged 350
		SP:Iteration 1F (90374.050000 sec): 3 clusters
  Score: Raw -81067.080716 + Penalty 2273.624001 = -78793.456715
  nChanged 127
		SP:Iteration 2F (90374.070000 sec): 3 clusters
  Score: Raw -81310.124281 + Penalty 2273.624001 = -79036.500280
  nChanged 78
		SP:Iteration 3F (90374.100000 sec): 3 clusters
  Score: Raw -81433.606734 + Penalty 2273.624001 = -79159.982734
  nChanged 49
		SP:Iteration 4Q (90374.120000 sec): 3 clusters
  Score: Raw -81524.184361 + Penalty 2273.624001 = -79250.560360
  nChanged 47
		SP:Iteration 5Q (90374.140000 sec): 3 clusters
  Score: Raw -81601.856535 + Penalty 2273.624001 = -79328.232534
  nChanged 30
		SP:Iteration 6Q (90374.170000 sec): 3 clusters
  Score: Raw -81646.014980 + Penalty 2273.624001 = -79372.390979
  nChanged 26
		SP:Iteration 7Q (90374.200000 sec): 3 clusters
  Score: Raw -81678.138116 + Penalty 2273.624001 = -79404.514115
  nChanged 12
		SP:Iteration 8Q (90374.220000 sec): 3 clusters
  Score: Raw -81688.235338 + Penalty 2273.624001 = -79414.611337
  nChanged 4
		SP:Iteration 9Q (90374.240000 sec): 3 clusters
  Score: Raw -81692.990391 + Penalty 2273.624001 = -79419.366390
  nChanged 2
		SP:Iteration 10Q (90374.270000 sec): 3 clusters
  Score: Raw -81708.733875 + Penalty 2273.624001 = -79435.109874
  nChanged 4
		SP:Iteration 11Q (90374.290000 sec): 3 clusters
  Score: Raw -81714.026419 + Penalty 2273.624001 = -79440.402418
  nChanged 1
		SP:Iteration 12Q (90374.320000 sec): 3 clusters
  Score: Raw -81714.835561 + Penalty 2273.624001 = -79441.211561
  nChanged 1
		SP:Iteration 13Q (90374.340000 sec): 3 clusters
  Score: Raw -81715.055912 + Penalty 2273.624001 = -79441.431911
  nChanged 1
		SP:Iteration 14Q (90374.360000 sec): 3 clusters
  Score: Raw -81715.474228 + Penalty 2273.624001 = -79441.850227
  nChanged 0
		SP:Iteration 15F (90374.390000 sec): 3 clusters
  Score: Raw -81715.474228 + Penalty 2273.624001 = -79441.850227
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (6120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90374.530000 sec): 2 clusters
  Score: Raw -541397.441113 + Penalty 1416.889074 = -539980.552039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90374.710000 sec): 3 clusters
  Score: Raw -538112.914043 + Penalty 2833.778147 = -535279.135896
  nChanged 2594
		SP:Iteration 1F (90374.780000 sec): 3 clusters
  Score: Raw -539734.910166 + Penalty 2833.778147 = -536901.132019
  nChanged 594
		SP:Iteration 2F (90374.980000 sec): 3 clusters
  Score: Raw -540259.886399 + Penalty 2833.778147 = -537426.108252
  nChanged 516
		SP:Iteration 3F (90375.140000 sec): 3 clusters
  Score: Raw -540687.136900 + Penalty 2833.778147 = -537853.358753
  nChanged 387
		SP:Iteration 4F (90375.310000 sec): 3 clusters
  Score: Raw -540958.880331 + Penalty 2833.778147 = -538125.102184
  nChanged 303
		SP:Iteration 5Q (90375.470000 sec): 3 clusters
  Score: Raw -541153.156391 + Penalty 2833.778147 = -538319.378244
  nChanged 243
		SP:Iteration 6Q (90375.640000 sec): 3 clusters
  Score: Raw -541267.166836 + Penalty 2833.778147 = -538433.388689
  nChanged 168
		SP:Iteration 7Q (90375.800000 sec): 3 clusters
  Score: Raw -541345.219645 + Penalty 2833.778147 = -538511.441498
  nChanged 146
		SP:Iteration 8Q (90375.900000 sec): 3 clusters
  Score: Raw -541407.675617 + Penalty 2833.778147 = -538573.897470
  nChanged 123
		SP:Iteration 9Q (90376.090000 sec): 3 clusters
  Score: Raw -541462.075850 + Penalty 2833.778147 = -538628.297703
  nChanged 118
		SP:Iteration 10Q (90376.300000 sec): 3 clusters
  Score: Raw -541505.997944 + Penalty 2833.778147 = -538672.219797
  nChanged 97
		SP:Iteration 11Q (90376.490000 sec): 3 clusters
  Score: Raw -541541.019526 + Penalty 2833.778147 = -538707.241379
  nChanged 89
		SP:Iteration 12Q (90376.660000 sec): 3 clusters
  Score: Raw -541572.629561 + Penalty 2833.778147 = -538738.851414
  nChanged 85
		SP:Iteration 13Q (90376.820000 sec): 3 clusters
  Score: Raw -541602.006144 + Penalty 2833.778147 = -538768.227997
  nChanged 91
		SP:Iteration 14Q (90376.990000 sec): 3 clusters
  Score: Raw -541630.970751 + Penalty 2833.778147 = -538797.192604
  nChanged 73
		SP:Iteration 15Q (90377.160000 sec): 3 clusters
  Score: Raw -541655.744432 + Penalty 2833.778147 = -538821.966285
  nChanged 77
		SP:Iteration 16Q (90377.320000 sec): 3 clusters
  Score: Raw -541679.853418 + Penalty 2833.778147 = -538846.075271
  nChanged 67
		SP:Iteration 17Q (90377.480000 sec): 3 clusters
  Score: Raw -541700.089369 + Penalty 2833.778147 = -538866.311222
  nChanged 58
		SP:Iteration 18Q (90377.650000 sec): 3 clusters
  Score: Raw -541717.141518 + Penalty 2833.778147 = -538883.363371
  nChanged 46
		SP:Iteration 19Q (90377.810000 sec): 3 clusters
  Score: Raw -541729.681563 + Penalty 2833.778147 = -538895.903416
  nChanged 44
		SP:Iteration 20F (90377.980000 sec): 3 clusters
  Score: Raw -541742.870183 + Penalty 2833.778147 = -538909.092036
  nChanged 49
		SP:Iteration 21Q (90378.140000 sec): 3 clusters
  Score: Raw -541755.292748 + Penalty 2833.778147 = -538921.514601
  nChanged 39
		SP:Iteration 22Q (90378.310000 sec): 3 clusters
  Score: Raw -541765.402519 + Penalty 2833.778147 = -538931.624372
  nChanged 46
		SP:Iteration 23Q (90378.470000 sec): 3 clusters
  Score: Raw -541778.276253 + Penalty 2833.778147 = -538944.498106
  nChanged 45
		SP:Iteration 24Q (90378.640000 sec): 3 clusters
  Score: Raw -541789.333721 + Penalty 2833.778147 = -538955.555574
  nChanged 33
		SP:Iteration 25Q (90378.800000 sec): 3 clusters
  Score: Raw -541797.756908 + Penalty 2833.778147 = -538963.978761
  nChanged 32
		SP:Iteration 26Q (90379.010000 sec): 3 clusters
  Score: Raw -541806.127661 + Penalty 2833.778147 = -538972.349514
  nChanged 36
		SP:Iteration 27Q (90379.140000 sec): 3 clusters
  Score: Raw -541816.135834 + Penalty 2833.778147 = -538982.357687
  nChanged 41
		SP:Iteration 28Q (90379.320000 sec): 3 clusters
  Score: Raw -541825.224941 + Penalty 2833.778147 = -538991.446794
  nChanged 27
		SP:Iteration 29Q (90379.480000 sec): 3 clusters
  Score: Raw -541831.863127 + Penalty 2833.778147 = -538998.084980
  nChanged 23
		SP:Iteration 30Q (90379.650000 sec): 3 clusters
  Score: Raw -541836.694231 + Penalty 2833.778147 = -539002.916084
  nChanged 16
		SP:Iteration 31Q (90379.810000 sec): 3 clusters
  Score: Raw -541839.772790 + Penalty 2833.778147 = -539005.994643
  nChanged 9
		SP:Iteration 32Q (90379.980000 sec): 3 clusters
  Score: Raw -541841.401754 + Penalty 2833.778147 = -539007.623607
  nChanged 11
		SP:Iteration 33Q (90380.140000 sec): 3 clusters
  Score: Raw -541843.282585 + Penalty 2833.778147 = -539009.504438
  nChanged 4
		SP:Iteration 34Q (90380.300000 sec): 3 clusters
  Score: Raw -541844.126341 + Penalty 2833.778147 = -539010.348194
  nChanged 5
		SP:Iteration 35Q (90380.470000 sec): 3 clusters
  Score: Raw -541844.780072 + Penalty 2833.778147 = -539011.001925
  nChanged 5
		SP:Iteration 36Q (90380.640000 sec): 3 clusters
  Score: Raw -541845.666460 + Penalty 2833.778147 = -539011.888313
  nChanged 6
		SP:Iteration 37Q (90380.800000 sec): 3 clusters
  Score: Raw -541846.535213 + Penalty 2833.778147 = -539012.757066
  nChanged 4
		SP:Iteration 38Q (90381.010000 sec): 3 clusters
  Score: Raw -541847.086260 + Penalty 2833.778147 = -539013.308113
  nChanged 4
		SP:Iteration 39Q (90381.150000 sec): 3 clusters
  Score: Raw -541847.995869 + Penalty 2833.778147 = -539014.217722
  nChanged 2
		SP:Iteration 40F (90381.340000 sec): 3 clusters
  Score: Raw -541848.171603 + Penalty 2833.778147 = -539014.393456
  nChanged 2
		SP:Iteration 41Q (90381.510000 sec): 3 clusters
  Score: Raw -541848.323154 + Penalty 2833.778147 = -539014.545007
  nChanged 2
		SP:Iteration 42Q (90381.670000 sec): 3 clusters
  Score: Raw -541848.402483 + Penalty 2833.778147 = -539014.624336
  nChanged 0
		SP:Iteration 43F (90381.840000 sec): 3 clusters
  Score: Raw -541848.402483 + Penalty 2833.778147 = -539014.624336
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (2332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90381.940000 sec): 2 clusters
  Score: Raw -155896.748450 + Penalty 1260.103251 = -154636.645199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90382.120000 sec): 3 clusters
  Score: Raw -154832.178094 + Penalty 2520.206503 = -152311.971591
  nChanged 882
		SP:Iteration 1F (90382.290000 sec): 3 clusters
  Score: Raw -155426.674481 + Penalty 2520.206503 = -152906.467978
  nChanged 206
		SP:Iteration 2F (90382.470000 sec): 3 clusters
  Score: Raw -155636.272435 + Penalty 2520.206503 = -153116.065932
  nChanged 158
		SP:Iteration 3F (90382.610000 sec): 3 clusters
  Score: Raw -155783.400487 + Penalty 2520.206503 = -153263.193984
  nChanged 125
		SP:Iteration 4F (90382.650000 sec): 3 clusters
  Score: Raw -155907.430815 + Penalty 2520.206503 = -153387.224313
  nChanged 112
		SP:Iteration 5Q (90382.700000 sec): 3 clusters
  Score: Raw -156022.821767 + Penalty 2520.206503 = -153502.615264
  nChanged 84
		SP:Iteration 6Q (90382.740000 sec): 3 clusters
  Score: Raw -156097.291993 + Penalty 2520.206503 = -153577.085490
  nChanged 79
		SP:Iteration 7Q (90382.780000 sec): 3 clusters
  Score: Raw -156166.774327 + Penalty 2520.206503 = -153646.567824
  nChanged 58
		SP:Iteration 8Q (90382.820000 sec): 3 clusters
  Score: Raw -156217.911964 + Penalty 2520.206503 = -153697.705461
  nChanged 59
		SP:Iteration 9Q (90382.860000 sec): 3 clusters
  Score: Raw -156269.052267 + Penalty 2520.206503 = -153748.845764
  nChanged 53
		SP:Iteration 10Q (90382.910000 sec): 3 clusters
  Score: Raw -156319.037910 + Penalty 2520.206503 = -153798.831407
  nChanged 47
		SP:Iteration 11Q (90382.950000 sec): 3 clusters
  Score: Raw -156354.996230 + Penalty 2520.206503 = -153834.789727
  nChanged 39
		SP:Iteration 12Q (90383.000000 sec): 3 clusters
  Score: Raw -156390.133383 + Penalty 2520.206503 = -153869.926880
  nChanged 31
		SP:Iteration 13Q (90383.040000 sec): 3 clusters
  Score: Raw -156416.409920 + Penalty 2520.206503 = -153896.203417
  nChanged 24
		SP:Iteration 14Q (90383.080000 sec): 3 clusters
  Score: Raw -156428.505463 + Penalty 2520.206503 = -153908.298960
  nChanged 18
		SP:Iteration 15Q (90383.120000 sec): 3 clusters
  Score: Raw -156438.569202 + Penalty 2520.206503 = -153918.362699
  nChanged 12
		SP:Iteration 16Q (90383.160000 sec): 3 clusters
  Score: Raw -156446.563641 + Penalty 2520.206503 = -153926.357138
  nChanged 9
		SP:Iteration 17Q (90383.200000 sec): 3 clusters
  Score: Raw -156449.966212 + Penalty 2520.206503 = -153929.759709
  nChanged 5
		SP:Iteration 18Q (90383.240000 sec): 3 clusters
  Score: Raw -156451.753763 + Penalty 2520.206503 = -153931.547260
  nChanged 4
		SP:Iteration 19Q (90383.280000 sec): 3 clusters
  Score: Raw -156455.178233 + Penalty 2520.206503 = -153934.971730
  nChanged 4
		SP:Iteration 20F (90383.320000 sec): 3 clusters
  Score: Raw -156456.974501 + Penalty 2520.206503 = -153936.767998
  nChanged 2
		SP:Iteration 21Q (90383.370000 sec): 3 clusters
  Score: Raw -156457.297831 + Penalty 2520.206503 = -153937.091328
  nChanged 2
		SP:Iteration 22Q (90383.410000 sec): 3 clusters
  Score: Raw -156457.986322 + Penalty 2520.206503 = -153937.779819
  nChanged 0
		SP:Iteration 23F (90383.450000 sec): 3 clusters
  Score: Raw -156457.986322 + Penalty 2520.206503 = -153937.779819
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (2540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90383.560000 sec): 2 clusters
  Score: Raw -210462.804912 + Penalty 1273.986896 = -209188.818016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90383.750000 sec): 3 clusters
  Score: Raw -209373.635257 + Penalty 2547.973792 = -206825.661465
  nChanged 897
		SP:Iteration 1F (90383.930000 sec): 3 clusters
  Score: Raw -210009.609017 + Penalty 2547.973792 = -207461.635225
  nChanged 231
		SP:Iteration 2F (90384.100000 sec): 3 clusters
  Score: Raw -210228.449597 + Penalty 2547.973792 = -207680.475805
  nChanged 157
		SP:Iteration 3F (90384.280000 sec): 3 clusters
  Score: Raw -210394.571479 + Penalty 2547.973792 = -207846.597687
  nChanged 150
		SP:Iteration 4F (90384.450000 sec): 3 clusters
  Score: Raw -210512.629437 + Penalty 2547.973792 = -207964.655645
  nChanged 106
		SP:Iteration 5Q (90384.630000 sec): 3 clusters
  Score: Raw -210595.278555 + Penalty 2547.973792 = -208047.304763
  nChanged 86
		SP:Iteration 6Q (90384.810000 sec): 3 clusters
  Score: Raw -210658.825346 + Penalty 2547.973792 = -208110.851554
  nChanged 60
		SP:Iteration 7Q (90384.980000 sec): 3 clusters
  Score: Raw -210707.560812 + Penalty 2547.973792 = -208159.587020
  nChanged 54
		SP:Iteration 8Q (90385.160000 sec): 3 clusters
  Score: Raw -210747.476479 + Penalty 2547.973792 = -208199.502687
  nChanged 47
		SP:Iteration 9Q (90385.330000 sec): 3 clusters
  Score: Raw -210786.111181 + Penalty 2547.973792 = -208238.137389
  nChanged 42
		SP:Iteration 10Q (90385.510000 sec): 3 clusters
  Score: Raw -210820.812210 + Penalty 2547.973792 = -208272.838418
  nChanged 41
		SP:Iteration 11Q (90385.690000 sec): 3 clusters
  Score: Raw -210850.385750 + Penalty 2547.973792 = -208302.411958
  nChanged 37
		SP:Iteration 12Q (90385.860000 sec): 3 clusters
  Score: Raw -210874.556866 + Penalty 2547.973792 = -208326.583074
  nChanged 29
		SP:Iteration 13Q (90386.040000 sec): 3 clusters
  Score: Raw -210891.693182 + Penalty 2547.973792 = -208343.719390
  nChanged 24
		SP:Iteration 14Q (90386.210000 sec): 3 clusters
  Score: Raw -210903.701445 + Penalty 2547.973792 = -208355.727653
  nChanged 20
		SP:Iteration 15Q (90386.390000 sec): 3 clusters
  Score: Raw -210911.712284 + Penalty 2547.973792 = -208363.738492
  nChanged 8
		SP:Iteration 16Q (90386.570000 sec): 3 clusters
  Score: Raw -210915.474792 + Penalty 2547.973792 = -208367.501000
  nChanged 7
		SP:Iteration 17Q (90386.610000 sec): 3 clusters
  Score: Raw -210919.401209 + Penalty 2547.973792 = -208371.427417
  nChanged 5
		SP:Iteration 18Q (90386.660000 sec): 3 clusters
  Score: Raw -210921.266543 + Penalty 2547.973792 = -208373.292751
  nChanged 5
		SP:Iteration 19Q (90386.710000 sec): 3 clusters
  Score: Raw -210922.659790 + Penalty 2547.973792 = -208374.685998
  nChanged 4
		SP:Iteration 20F (90386.760000 sec): 3 clusters
  Score: Raw -210923.910523 + Penalty 2547.973792 = -208375.936731
  nChanged 3
		SP:Iteration 21Q (90386.810000 sec): 3 clusters
  Score: Raw -210925.931438 + Penalty 2547.973792 = -208377.957646
  nChanged 5
		SP:Iteration 22Q (90386.850000 sec): 3 clusters
  Score: Raw -210928.430190 + Penalty 2547.973792 = -208380.456398
  nChanged 2
		SP:Iteration 23Q (90386.910000 sec): 3 clusters
  Score: Raw -210929.295457 + Penalty 2547.973792 = -208381.321665
  nChanged 2
		SP:Iteration 24Q (90386.950000 sec): 3 clusters
  Score: Raw -210930.206934 + Penalty 2547.973792 = -208382.233142
  nChanged 0
		SP:Iteration 25F (90387.000000 sec): 3 clusters
  Score: Raw -210930.206934 + Penalty 2547.973792 = -208382.233142
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (6219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90387.100000 sec): 2 clusters
  Score: Raw -531819.927100 + Penalty 1419.496715 = -530400.430384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90387.220000 sec): 3 clusters
  Score: Raw -528466.605475 + Penalty 2838.993430 = -525627.612044
  nChanged 2601
		SP:Iteration 1F (90387.410000 sec): 3 clusters
  Score: Raw -529958.231206 + Penalty 2838.993430 = -527119.237775
  nChanged 481
		SP:Iteration 2F (90387.620000 sec): 3 clusters
  Score: Raw -530214.676740 + Penalty 2838.993430 = -527375.683310
  nChanged 358
		SP:Iteration 3F (90387.830000 sec): 3 clusters
  Score: Raw -530437.684959 + Penalty 2838.993430 = -527598.691528
  nChanged 322
		SP:Iteration 4F (90388.000000 sec): 3 clusters
  Score: Raw -530634.713738 + Penalty 2838.993430 = -527795.720307
  nChanged 302
		SP:Iteration 5Q (90388.140000 sec): 3 clusters
  Score: Raw -530821.467449 + Penalty 2838.993430 = -527982.474019
  nChanged 279
		SP:Iteration 6Q (90388.330000 sec): 3 clusters
  Score: Raw -530992.411655 + Penalty 2838.993430 = -528153.418225
  nChanged 256
		SP:Iteration 7Q (90388.540000 sec): 3 clusters
  Score: Raw -531138.067240 + Penalty 2838.993430 = -528299.073810
  nChanged 233
		SP:Iteration 8Q (90388.750000 sec): 3 clusters
  Score: Raw -531272.179211 + Penalty 2838.993430 = -528433.185780
  nChanged 209
		SP:Iteration 9Q (90388.900000 sec): 3 clusters
  Score: Raw -531392.339718 + Penalty 2838.993430 = -528553.346288
  nChanged 192
		SP:Iteration 10Q (90389.110000 sec): 3 clusters
  Score: Raw -531491.519088 + Penalty 2838.993430 = -528652.525657
  nChanged 158
		SP:Iteration 11Q (90389.310000 sec): 3 clusters
  Score: Raw -531574.676958 + Penalty 2838.993430 = -528735.683528
  nChanged 149
		SP:Iteration 12Q (90389.520000 sec): 3 clusters
  Score: Raw -531655.581007 + Penalty 2838.993430 = -528816.587576
  nChanged 140
		SP:Iteration 13Q (90389.730000 sec): 3 clusters
  Score: Raw -531718.178567 + Penalty 2838.993430 = -528879.185137
  nChanged 132
		SP:Iteration 14Q (90389.890000 sec): 3 clusters
  Score: Raw -531782.467729 + Penalty 2838.993430 = -528943.474299
  nChanged 113
		SP:Iteration 15Q (90390.060000 sec): 3 clusters
  Score: Raw -531831.780450 + Penalty 2838.993430 = -528992.787020
  nChanged 107
		SP:Iteration 16Q (90390.220000 sec): 3 clusters
  Score: Raw -531886.936276 + Penalty 2838.993430 = -529047.942846
  nChanged 102
		SP:Iteration 17Q (90390.390000 sec): 3 clusters
  Score: Raw -531933.438993 + Penalty 2838.993430 = -529094.445563
  nChanged 97
		SP:Iteration 18Q (90390.550000 sec): 3 clusters
  Score: Raw -531982.529907 + Penalty 2838.993430 = -529143.536476
  nChanged 109
		SP:Iteration 19Q (90390.710000 sec): 3 clusters
  Score: Raw -532024.697671 + Penalty 2838.993430 = -529185.704241
  nChanged 102
		SP:Iteration 20F (90390.880000 sec): 3 clusters
  Score: Raw -532061.827394 + Penalty 2838.993430 = -529222.833963
  nChanged 78
		SP:Iteration 21Q (90391.040000 sec): 3 clusters
  Score: Raw -532081.783151 + Penalty 2838.993430 = -529242.789720
  nChanged 55
		SP:Iteration 22Q (90391.210000 sec): 3 clusters
  Score: Raw -532097.588452 + Penalty 2838.993430 = -529258.595022
  nChanged 47
		SP:Iteration 23Q (90391.410000 sec): 3 clusters
  Score: Raw -532112.097908 + Penalty 2838.993430 = -529273.104478
  nChanged 50
		SP:Iteration 24Q (90391.630000 sec): 3 clusters
  Score: Raw -532128.336113 + Penalty 2838.993430 = -529289.342683
  nChanged 50
		SP:Iteration 25Q (90391.750000 sec): 3 clusters
  Score: Raw -532144.646853 + Penalty 2838.993430 = -529305.653422
  nChanged 47
		SP:Iteration 26Q (90391.930000 sec): 3 clusters
  Score: Raw -532161.044378 + Penalty 2838.993430 = -529322.050948
  nChanged 46
		SP:Iteration 27Q (90392.090000 sec): 3 clusters
  Score: Raw -532180.437985 + Penalty 2838.993430 = -529341.444554
  nChanged 44
		SP:Iteration 28Q (90392.260000 sec): 3 clusters
  Score: Raw -532206.309742 + Penalty 2838.993430 = -529367.316312
  nChanged 72
		SP:Iteration 29Q (90392.420000 sec): 3 clusters
  Score: Raw -532248.524302 + Penalty 2838.993430 = -529409.530871
  nChanged 70
		SP:Iteration 30Q (90392.590000 sec): 3 clusters
  Score: Raw -532287.763213 + Penalty 2838.993430 = -529448.769783
  nChanged 57
		SP:Iteration 31Q (90392.750000 sec): 3 clusters
  Score: Raw -532319.777546 + Penalty 2838.993430 = -529480.784115
  nChanged 48
		SP:Iteration 32Q (90392.910000 sec): 3 clusters
  Score: Raw -532339.286857 + Penalty 2838.993430 = -529500.293427
  nChanged 48
		SP:Iteration 33Q (90393.080000 sec): 3 clusters
  Score: Raw -532355.321095 + Penalty 2838.993430 = -529516.327665
  nChanged 42
		SP:Iteration 34Q (90393.240000 sec): 3 clusters
  Score: Raw -532367.179478 + Penalty 2838.993430 = -529528.186048
  nChanged 32
		SP:Iteration 35Q (90393.410000 sec): 3 clusters
  Score: Raw -532375.533805 + Penalty 2838.993430 = -529536.540374
  nChanged 17
		SP:Iteration 36Q (90393.570000 sec): 3 clusters
  Score: Raw -532378.886637 + Penalty 2838.993430 = -529539.893207
  nChanged 15
		SP:Iteration 37Q (90393.730000 sec): 3 clusters
  Score: Raw -532381.907662 + Penalty 2838.993430 = -529542.914231
  nChanged 17
		SP:Iteration 38Q (90393.900000 sec): 3 clusters
  Score: Raw -532385.779110 + Penalty 2838.993430 = -529546.785680
  nChanged 19
		SP:Iteration 39Q (90394.060000 sec): 3 clusters
  Score: Raw -532388.818936 + Penalty 2838.993430 = -529549.825506
  nChanged 13
		SP:Iteration 40F (90394.230000 sec): 3 clusters
  Score: Raw -532390.722326 + Penalty 2838.993430 = -529551.728896
  nChanged 6
		SP:Iteration 41Q (90394.390000 sec): 3 clusters
  Score: Raw -532391.731812 + Penalty 2838.993430 = -529552.738382
  nChanged 3
		SP:Iteration 42Q (90394.550000 sec): 3 clusters
  Score: Raw -532392.273790 + Penalty 2838.993430 = -529553.280360
  nChanged 1
		SP:Iteration 43Q (90394.720000 sec): 3 clusters
  Score: Raw -532392.289983 + Penalty 2838.993430 = -529553.296553
  nChanged 0
		SP:Iteration 44F (90394.970000 sec): 3 clusters
  Score: Raw -532392.289983 + Penalty 2838.993430 = -529553.296553
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (7211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90395.050000 sec): 2 clusters
  Score: Raw -620803.298853 + Penalty 1443.546474 = -619359.752379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90395.270000 sec): 3 clusters
  Score: Raw -616899.724202 + Penalty 2887.092948 = -614012.631254
  nChanged 3048
		SP:Iteration 1F (90395.470000 sec): 3 clusters
  Score: Raw -618744.826185 + Penalty 2887.092948 = -615857.733237
  nChanged 559
		SP:Iteration 2F (90395.670000 sec): 3 clusters
  Score: Raw -619133.097875 + Penalty 2887.092948 = -616246.004927
  nChanged 515
		SP:Iteration 3F (90395.870000 sec): 3 clusters
  Score: Raw -619477.559633 + Penalty 2887.092948 = -616590.466685
  nChanged 423
		SP:Iteration 4F (90396.080000 sec): 3 clusters
  Score: Raw -619789.652916 + Penalty 2887.092948 = -616902.559968
  nChanged 408
		SP:Iteration 5F (90396.280000 sec): 3 clusters
  Score: Raw -620091.240666 + Penalty 2887.092948 = -617204.147718
  nChanged 341
		SP:Iteration 6Q (90396.480000 sec): 3 clusters
  Score: Raw -620322.164425 + Penalty 2887.092948 = -617435.071477
  nChanged 289
		SP:Iteration 7Q (90396.680000 sec): 3 clusters
  Score: Raw -620509.258029 + Penalty 2887.092948 = -617622.165081
  nChanged 263
		SP:Iteration 8Q (90396.880000 sec): 3 clusters
  Score: Raw -620674.241522 + Penalty 2887.092948 = -617787.148574
  nChanged 208
		SP:Iteration 9Q (90397.080000 sec): 3 clusters
  Score: Raw -620804.381135 + Penalty 2887.092948 = -617917.288187
  nChanged 178
		SP:Iteration 10Q (90397.290000 sec): 3 clusters
  Score: Raw -620907.170940 + Penalty 2887.092948 = -618020.077992
  nChanged 169
		SP:Iteration 11Q (90397.490000 sec): 3 clusters
  Score: Raw -621011.402335 + Penalty 2887.092948 = -618124.309387
  nChanged 168
		SP:Iteration 12Q (90397.690000 sec): 3 clusters
  Score: Raw -621111.540570 + Penalty 2887.092948 = -618224.447622
  nChanged 154
		SP:Iteration 13Q (90397.890000 sec): 3 clusters
  Score: Raw -621211.437037 + Penalty 2887.092948 = -618324.344089
  nChanged 155
		SP:Iteration 14Q (90398.080000 sec): 3 clusters
  Score: Raw -621308.789708 + Penalty 2887.092948 = -618421.696760
  nChanged 131
		SP:Iteration 15Q (90398.190000 sec): 3 clusters
  Score: Raw -621389.490037 + Penalty 2887.092948 = -618502.397089
  nChanged 122
		SP:Iteration 16Q (90398.410000 sec): 3 clusters
  Score: Raw -621447.843857 + Penalty 2887.092948 = -618560.750909
  nChanged 99
		SP:Iteration 17Q (90398.570000 sec): 3 clusters
  Score: Raw -621494.756227 + Penalty 2887.092948 = -618607.663279
  nChanged 71
		SP:Iteration 18Q (90398.690000 sec): 3 clusters
  Score: Raw -621525.393914 + Penalty 2887.092948 = -618638.300966
  nChanged 60
		SP:Iteration 19Q (90398.890000 sec): 3 clusters
  Score: Raw -621548.048982 + Penalty 2887.092948 = -618660.956034
  nChanged 43
		SP:Iteration 20F (90399.090000 sec): 3 clusters
  Score: Raw -621561.983830 + Penalty 2887.092948 = -618674.890882
  nChanged 48
		SP:Iteration 21Q (90399.290000 sec): 3 clusters
  Score: Raw -621573.619708 + Penalty 2887.092948 = -618686.526760
  nChanged 29
		SP:Iteration 22Q (90399.470000 sec): 3 clusters
  Score: Raw -621579.863332 + Penalty 2887.092948 = -618692.770384
  nChanged 21
		SP:Iteration 23Q (90399.670000 sec): 3 clusters
  Score: Raw -621586.620042 + Penalty 2887.092948 = -618699.527094
  nChanged 16
		SP:Iteration 24Q (90399.870000 sec): 3 clusters
  Score: Raw -621589.275113 + Penalty 2887.092948 = -618702.182165
  nChanged 14
		SP:Iteration 25Q (90400.070000 sec): 3 clusters
  Score: Raw -621591.860519 + Penalty 2887.092948 = -618704.767571
  nChanged 19
		SP:Iteration 26Q (90400.270000 sec): 3 clusters
  Score: Raw -621595.849165 + Penalty 2887.092948 = -618708.756217
  nChanged 11
		SP:Iteration 27Q (90400.470000 sec): 3 clusters
  Score: Raw -621597.507626 + Penalty 2887.092948 = -618710.414678
  nChanged 3
		SP:Iteration 28Q (90400.680000 sec): 3 clusters
  Score: Raw -621597.765796 + Penalty 2887.092948 = -618710.672848
  nChanged 2
		SP:Iteration 29Q (90400.880000 sec): 3 clusters
  Score: Raw -621597.910911 + Penalty 2887.092948 = -618710.817963
  nChanged 1
		SP:Iteration 30Q (90401.080000 sec): 3 clusters
  Score: Raw -621597.967361 + Penalty 2887.092948 = -618710.874413
  nChanged 0
		SP:Iteration 31F (90401.280000 sec): 3 clusters
  Score: Raw -621597.967361 + Penalty 2887.092948 = -618710.874413
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (4567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90401.400000 sec): 2 clusters
  Score: Raw -405938.488049 + Penalty 1369.324420 = -404569.163629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90401.590000 sec): 3 clusters
  Score: Raw -403634.503413 + Penalty 2738.648839 = -400895.854573
  nChanged 1850
		SP:Iteration 1F (90401.760000 sec): 3 clusters
  Score: Raw -404723.450854 + Penalty 2738.648839 = -401984.802015
  nChanged 402
		SP:Iteration 2F (90401.940000 sec): 3 clusters
  Score: Raw -405054.089023 + Penalty 2738.648839 = -402315.440184
  nChanged 349
		SP:Iteration 3F (90402.120000 sec): 3 clusters
  Score: Raw -405398.870910 + Penalty 2738.648839 = -402660.222070
  nChanged 342
		SP:Iteration 4F (90402.290000 sec): 3 clusters
  Score: Raw -405788.105382 + Penalty 2738.648839 = -403049.456543
  nChanged 325
		SP:Iteration 5F (90402.470000 sec): 3 clusters
  Score: Raw -406100.369293 + Penalty 2738.648839 = -403361.720454
  nChanged 231
		SP:Iteration 6F (90402.640000 sec): 3 clusters
  Score: Raw -406291.949780 + Penalty 2738.648839 = -403553.300941
  nChanged 168
		SP:Iteration 7Q (90402.820000 sec): 3 clusters
  Score: Raw -406394.415122 + Penalty 2738.648839 = -403655.766282
  nChanged 103
		SP:Iteration 8Q (90403.040000 sec): 3 clusters
  Score: Raw -406447.542165 + Penalty 2738.648839 = -403708.893325
  nChanged 68
		SP:Iteration 9Q (90403.190000 sec): 3 clusters
  Score: Raw -406477.736205 + Penalty 2738.648839 = -403739.087366
  nChanged 59
		SP:Iteration 10Q (90403.420000 sec): 3 clusters
  Score: Raw -406503.930217 + Penalty 2738.648839 = -403765.281377
  nChanged 42
		SP:Iteration 11Q (90403.570000 sec): 3 clusters
  Score: Raw -406520.571347 + Penalty 2738.648839 = -403781.922508
  nChanged 33
		SP:Iteration 12Q (90403.740000 sec): 3 clusters
  Score: Raw -406536.644963 + Penalty 2738.648839 = -403797.996124
  nChanged 30
		SP:Iteration 13Q (90403.920000 sec): 3 clusters
  Score: Raw -406552.369411 + Penalty 2738.648839 = -403813.720571
  nChanged 27
		SP:Iteration 14Q (90404.100000 sec): 3 clusters
  Score: Raw -406567.580750 + Penalty 2738.648839 = -403828.931910
  nChanged 26
		SP:Iteration 15Q (90404.270000 sec): 3 clusters
  Score: Raw -406582.197400 + Penalty 2738.648839 = -403843.548561
  nChanged 15
		SP:Iteration 16Q (90404.450000 sec): 3 clusters
  Score: Raw -406592.023468 + Penalty 2738.648839 = -403853.374629
  nChanged 17
		SP:Iteration 17Q (90404.620000 sec): 3 clusters
  Score: Raw -406602.185422 + Penalty 2738.648839 = -403863.536582
  nChanged 17
		SP:Iteration 18Q (90404.800000 sec): 3 clusters
  Score: Raw -406612.621735 + Penalty 2738.648839 = -403873.972895
  nChanged 20
		SP:Iteration 19Q (90404.970000 sec): 3 clusters
  Score: Raw -406624.272622 + Penalty 2738.648839 = -403885.623782
  nChanged 15
		SP:Iteration 20F (90405.140000 sec): 3 clusters
  Score: Raw -406631.811837 + Penalty 2738.648839 = -403893.162997
  nChanged 15
		SP:Iteration 21Q (90405.320000 sec): 3 clusters
  Score: Raw -406639.332444 + Penalty 2738.648839 = -403900.683605
  nChanged 19
		SP:Iteration 22Q (90405.500000 sec): 3 clusters
  Score: Raw -406647.393831 + Penalty 2738.648839 = -403908.744992
  nChanged 14
		SP:Iteration 23Q (90405.670000 sec): 3 clusters
  Score: Raw -406661.309193 + Penalty 2738.648839 = -403922.660354
  nChanged 20
		SP:Iteration 24Q (90405.850000 sec): 3 clusters
  Score: Raw -406685.793161 + Penalty 2738.648839 = -403947.144322
  nChanged 22
		SP:Iteration 25Q (90406.020000 sec): 3 clusters
  Score: Raw -406699.551255 + Penalty 2738.648839 = -403960.902416
  nChanged 21
		SP:Iteration 26Q (90406.240000 sec): 3 clusters
  Score: Raw -406708.442909 + Penalty 2738.648839 = -403969.794070
  nChanged 9
		SP:Iteration 27Q (90406.420000 sec): 3 clusters
  Score: Raw -406712.711934 + Penalty 2738.648839 = -403974.063095
  nChanged 9
		SP:Iteration 28Q (90406.600000 sec): 3 clusters
  Score: Raw -406715.953303 + Penalty 2738.648839 = -403977.304463
  nChanged 8
		SP:Iteration 29Q (90406.770000 sec): 3 clusters
  Score: Raw -406720.249188 + Penalty 2738.648839 = -403981.600349
  nChanged 7
		SP:Iteration 30Q (90406.940000 sec): 3 clusters
  Score: Raw -406723.201258 + Penalty 2738.648839 = -403984.552419
  nChanged 3
		SP:Iteration 31Q (90407.120000 sec): 3 clusters
  Score: Raw -406724.475849 + Penalty 2738.648839 = -403985.827009
  nChanged 3
		SP:Iteration 32Q (90407.300000 sec): 3 clusters
  Score: Raw -406726.983357 + Penalty 2738.648839 = -403988.334517
  nChanged 8
		SP:Iteration 33Q (90407.470000 sec): 3 clusters
  Score: Raw -406730.798900 + Penalty 2738.648839 = -403992.150061
  nChanged 5
		SP:Iteration 34Q (90407.640000 sec): 3 clusters
  Score: Raw -406732.583377 + Penalty 2738.648839 = -403993.934538
  nChanged 1
		SP:Iteration 35Q (90407.810000 sec): 3 clusters
  Score: Raw -406732.726862 + Penalty 2738.648839 = -403994.078022
  nChanged 0
		SP:Iteration 36F (90407.990000 sec): 3 clusters
  Score: Raw -406732.726862 + Penalty 2738.648839 = -403994.078022
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (4638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90408.130000 sec): 2 clusters
  Score: Raw -396209.413522 + Penalty 1371.831259 = -394837.582263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90408.360000 sec): 3 clusters
  Score: Raw -393947.979211 + Penalty 2743.662518 = -391204.316693
  nChanged 1859
		SP:Iteration 1F (90408.510000 sec): 3 clusters
  Score: Raw -395271.413135 + Penalty 2743.662518 = -392527.750616
  nChanged 429
		SP:Iteration 2F (90408.740000 sec): 3 clusters
  Score: Raw -395639.085152 + Penalty 2743.662518 = -392895.422634
  nChanged 345
		SP:Iteration 3F (90408.880000 sec): 3 clusters
  Score: Raw -395923.571959 + Penalty 2743.662518 = -393179.909441
  nChanged 283
		SP:Iteration 4F (90409.110000 sec): 3 clusters
  Score: Raw -396155.303085 + Penalty 2743.662518 = -393411.640567
  nChanged 217
		SP:Iteration 5Q (90409.260000 sec): 3 clusters
  Score: Raw -396372.645207 + Penalty 2743.662518 = -393628.982689
  nChanged 207
		SP:Iteration 6Q (90409.440000 sec): 3 clusters
  Score: Raw -396543.784667 + Penalty 2743.662518 = -393800.122148
  nChanged 153
		SP:Iteration 7Q (90409.600000 sec): 3 clusters
  Score: Raw -396671.734918 + Penalty 2743.662518 = -393928.072400
  nChanged 146
		SP:Iteration 8Q (90409.780000 sec): 3 clusters
  Score: Raw -396773.283290 + Penalty 2743.662518 = -394029.620771
  nChanged 115
		SP:Iteration 9Q (90409.950000 sec): 3 clusters
  Score: Raw -396835.602943 + Penalty 2743.662518 = -394091.940424
  nChanged 75
		SP:Iteration 10Q (90410.130000 sec): 3 clusters
  Score: Raw -396872.129622 + Penalty 2743.662518 = -394128.467104
  nChanged 69
		SP:Iteration 11Q (90410.310000 sec): 3 clusters
  Score: Raw -396900.118978 + Penalty 2743.662518 = -394156.456459
  nChanged 47
		SP:Iteration 12Q (90410.480000 sec): 3 clusters
  Score: Raw -396918.475095 + Penalty 2743.662518 = -394174.812577
  nChanged 31
		SP:Iteration 13Q (90410.650000 sec): 3 clusters
  Score: Raw -396931.473168 + Penalty 2743.662518 = -394187.810650
  nChanged 31
		SP:Iteration 14Q (90410.830000 sec): 3 clusters
  Score: Raw -396942.405000 + Penalty 2743.662518 = -394198.742481
  nChanged 19
		SP:Iteration 15Q (90411.010000 sec): 3 clusters
  Score: Raw -396948.521750 + Penalty 2743.662518 = -394204.859232
  nChanged 23
		SP:Iteration 16Q (90411.180000 sec): 3 clusters
  Score: Raw -396955.391521 + Penalty 2743.662518 = -394211.729002
  nChanged 19
		SP:Iteration 17Q (90411.360000 sec): 3 clusters
  Score: Raw -396959.558597 + Penalty 2743.662518 = -394215.896079
  nChanged 16
		SP:Iteration 18Q (90411.530000 sec): 3 clusters
  Score: Raw -396965.386673 + Penalty 2743.662518 = -394221.724155
  nChanged 17
		SP:Iteration 19Q (90411.710000 sec): 3 clusters
  Score: Raw -396970.420048 + Penalty 2743.662518 = -394226.757530
  nChanged 13
		SP:Iteration 20F (90411.890000 sec): 3 clusters
  Score: Raw -396973.155804 + Penalty 2743.662518 = -394229.493285
  nChanged 3
		SP:Iteration 21Q (90412.060000 sec): 3 clusters
  Score: Raw -396973.603277 + Penalty 2743.662518 = -394229.940759
  nChanged 3
		SP:Iteration 22Q (90412.230000 sec): 3 clusters
  Score: Raw -396974.204682 + Penalty 2743.662518 = -394230.542164
  nChanged 4
		SP:Iteration 23Q (90412.410000 sec): 3 clusters
  Score: Raw -396975.330649 + Penalty 2743.662518 = -394231.668131
  nChanged 6
		SP:Iteration 24Q (90412.590000 sec): 3 clusters
  Score: Raw -396977.458984 + Penalty 2743.662518 = -394233.796465
  nChanged 5
		SP:Iteration 25Q (90412.760000 sec): 3 clusters
  Score: Raw -396978.587069 + Penalty 2743.662518 = -394234.924551
  nChanged 5
		SP:Iteration 26Q (90412.940000 sec): 3 clusters
  Score: Raw -396979.153688 + Penalty 2743.662518 = -394235.491169
  nChanged 3
		SP:Iteration 27Q (90413.110000 sec): 3 clusters
  Score: Raw -396979.409833 + Penalty 2743.662518 = -394235.747315
  nChanged 1
		SP:Iteration 28Q (90413.290000 sec): 3 clusters
  Score: Raw -396979.673699 + Penalty 2743.662518 = -394236.011181
  nChanged 1
		SP:Iteration 29Q (90413.470000 sec): 3 clusters
  Score: Raw -396980.025527 + Penalty 2743.662518 = -394236.363008
  nChanged 3
		SP:Iteration 30Q (90413.640000 sec): 3 clusters
  Score: Raw -396980.615128 + Penalty 2743.662518 = -394236.952610
  nChanged 2
		SP:Iteration 31Q (90413.810000 sec): 3 clusters
  Score: Raw -396981.087914 + Penalty 2743.662518 = -394237.425395
  nChanged 4
		SP:Iteration 32Q (90413.990000 sec): 3 clusters
  Score: Raw -396981.766387 + Penalty 2743.662518 = -394238.103869
  nChanged 2
		SP:Iteration 33Q (90414.170000 sec): 3 clusters
  Score: Raw -396982.025590 + Penalty 2743.662518 = -394238.363072
  nChanged 2
		SP:Iteration 34Q (90414.340000 sec): 3 clusters
  Score: Raw -396982.406892 + Penalty 2743.662518 = -394238.744373
  nChanged 2
		SP:Iteration 35Q (90414.520000 sec): 3 clusters
  Score: Raw -396982.652990 + Penalty 2743.662518 = -394238.990472
  nChanged 1
		SP:Iteration 36Q (90414.690000 sec): 3 clusters
  Score: Raw -396982.713711 + Penalty 2743.662518 = -394239.051193
  nChanged 0
		SP:Iteration 37F (90414.890000 sec): 3 clusters
  Score: Raw -396982.713711 + Penalty 2743.662518 = -394239.051193
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (3586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90414.970000 sec): 2 clusters
  Score: Raw -262888.458826 + Penalty 1330.028806 = -261558.430020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90415.150000 sec): 3 clusters
  Score: Raw -261124.003853 + Penalty 2660.057613 = -258463.946240
  nChanged 1417
		SP:Iteration 1F (90415.330000 sec): 3 clusters
  Score: Raw -262026.337073 + Penalty 2660.057613 = -259366.279460
  nChanged 327
		SP:Iteration 2F (90415.500000 sec): 3 clusters
  Score: Raw -262300.243591 + Penalty 2660.057613 = -259640.185978
  nChanged 237
		SP:Iteration 3F (90415.680000 sec): 3 clusters
  Score: Raw -262543.550903 + Penalty 2660.057613 = -259883.493290
  nChanged 224
		SP:Iteration 4F (90415.850000 sec): 3 clusters
  Score: Raw -262789.464624 + Penalty 2660.057613 = -260129.407011
  nChanged 200
		SP:Iteration 5F (90416.030000 sec): 3 clusters
  Score: Raw -262969.024892 + Penalty 2660.057613 = -260308.967280
  nChanged 154
		SP:Iteration 6Q (90416.210000 sec): 3 clusters
  Score: Raw -263101.392139 + Penalty 2660.057613 = -260441.334526
  nChanged 139
		SP:Iteration 7Q (90416.380000 sec): 3 clusters
  Score: Raw -263222.905088 + Penalty 2660.057613 = -260562.847475
  nChanged 110
		SP:Iteration 8Q (90416.560000 sec): 3 clusters
  Score: Raw -263324.123178 + Penalty 2660.057613 = -260664.065565
  nChanged 112
		SP:Iteration 9Q (90416.730000 sec): 3 clusters
  Score: Raw -263428.339737 + Penalty 2660.057613 = -260768.282124
  nChanged 90
		SP:Iteration 10Q (90416.910000 sec): 3 clusters
  Score: Raw -263494.490157 + Penalty 2660.057613 = -260834.432544
  nChanged 72
		SP:Iteration 11Q (90417.090000 sec): 3 clusters
  Score: Raw -263537.824096 + Penalty 2660.057613 = -260877.766483
  nChanged 70
		SP:Iteration 12Q (90417.260000 sec): 3 clusters
  Score: Raw -263586.847729 + Penalty 2660.057613 = -260926.790116
  nChanged 52
		SP:Iteration 13Q (90417.440000 sec): 3 clusters
  Score: Raw -263618.841221 + Penalty 2660.057613 = -260958.783608
  nChanged 43
		SP:Iteration 14Q (90417.610000 sec): 3 clusters
  Score: Raw -263642.113298 + Penalty 2660.057613 = -260982.055686
  nChanged 28
		SP:Iteration 15Q (90417.790000 sec): 3 clusters
  Score: Raw -263657.809461 + Penalty 2660.057613 = -260997.751849
  nChanged 32
		SP:Iteration 16Q (90417.960000 sec): 3 clusters
  Score: Raw -263669.843330 + Penalty 2660.057613 = -261009.785717
  nChanged 16
		SP:Iteration 17Q (90418.140000 sec): 3 clusters
  Score: Raw -263678.513308 + Penalty 2660.057613 = -261018.455695
  nChanged 13
		SP:Iteration 18Q (90418.310000 sec): 3 clusters
  Score: Raw -263683.882197 + Penalty 2660.057613 = -261023.824584
  nChanged 12
		SP:Iteration 19Q (90418.490000 sec): 3 clusters
  Score: Raw -263687.494016 + Penalty 2660.057613 = -261027.436403
  nChanged 14
		SP:Iteration 20F (90418.670000 sec): 3 clusters
  Score: Raw -263694.545629 + Penalty 2660.057613 = -261034.488016
  nChanged 16
		SP:Iteration 21Q (90418.840000 sec): 3 clusters
  Score: Raw -263706.364756 + Penalty 2660.057613 = -261046.307143
  nChanged 17
		SP:Iteration 22Q (90419.020000 sec): 3 clusters
  Score: Raw -263713.093204 + Penalty 2660.057613 = -261053.035591
  nChanged 10
		SP:Iteration 23Q (90419.190000 sec): 3 clusters
  Score: Raw -263716.729372 + Penalty 2660.057613 = -261056.671759
  nChanged 13
		SP:Iteration 24Q (90419.370000 sec): 3 clusters
  Score: Raw -263725.079923 + Penalty 2660.057613 = -261065.022311
  nChanged 15
		SP:Iteration 25Q (90419.550000 sec): 3 clusters
  Score: Raw -263729.220164 + Penalty 2660.057613 = -261069.162551
  nChanged 12
		SP:Iteration 26Q (90419.720000 sec): 3 clusters
  Score: Raw -263735.267763 + Penalty 2660.057613 = -261075.210151
  nChanged 19
		SP:Iteration 27Q (90419.900000 sec): 3 clusters
  Score: Raw -263742.405296 + Penalty 2660.057613 = -261082.347684
  nChanged 16
		SP:Iteration 28Q (90420.070000 sec): 3 clusters
  Score: Raw -263747.853195 + Penalty 2660.057613 = -261087.795582
  nChanged 9
		SP:Iteration 29Q (90420.250000 sec): 3 clusters
  Score: Raw -263752.180018 + Penalty 2660.057613 = -261092.122405
  nChanged 10
		SP:Iteration 30Q (90420.430000 sec): 3 clusters
  Score: Raw -263755.719500 + Penalty 2660.057613 = -261095.661888
  nChanged 12
		SP:Iteration 31Q (90420.600000 sec): 3 clusters
  Score: Raw -263760.436495 + Penalty 2660.057613 = -261100.378883
  nChanged 15
		SP:Iteration 32Q (90420.780000 sec): 3 clusters
  Score: Raw -263766.435224 + Penalty 2660.057613 = -261106.377611
  nChanged 9
		SP:Iteration 33Q (90420.950000 sec): 3 clusters
  Score: Raw -263769.510911 + Penalty 2660.057613 = -261109.453298
  nChanged 7
		SP:Iteration 34Q (90421.130000 sec): 3 clusters
  Score: Raw -263771.953928 + Penalty 2660.057613 = -261111.896316
  nChanged 7
		SP:Iteration 35Q (90421.300000 sec): 3 clusters
  Score: Raw -263775.526629 + Penalty 2660.057613 = -261115.469016
  nChanged 6
		SP:Iteration 36Q (90421.480000 sec): 3 clusters
  Score: Raw -263779.574187 + Penalty 2660.057613 = -261119.516575
  nChanged 8
		SP:Iteration 37Q (90421.650000 sec): 3 clusters
  Score: Raw -263782.866841 + Penalty 2660.057613 = -261122.809228
  nChanged 12
		SP:Iteration 38Q (90421.830000 sec): 3 clusters
  Score: Raw -263786.235253 + Penalty 2660.057613 = -261126.177640
  nChanged 4
		SP:Iteration 39Q (90422.010000 sec): 3 clusters
  Score: Raw -263786.993812 + Penalty 2660.057613 = -261126.936199
  nChanged 2
		SP:Iteration 40F (90422.180000 sec): 3 clusters
  Score: Raw -263788.090500 + Penalty 2660.057613 = -261128.032888
  nChanged 7
		SP:Iteration 41Q (90422.360000 sec): 3 clusters
  Score: Raw -263789.979983 + Penalty 2660.057613 = -261129.922370
  nChanged 4
		SP:Iteration 42Q (90422.530000 sec): 3 clusters
  Score: Raw -263791.418348 + Penalty 2660.057613 = -261131.360735
  nChanged 4
		SP:Iteration 43Q (90422.710000 sec): 3 clusters
  Score: Raw -263793.056633 + Penalty 2660.057613 = -261132.999020
  nChanged 2
		SP:Iteration 44Q (90422.890000 sec): 3 clusters
  Score: Raw -263793.607926 + Penalty 2660.057613 = -261133.550313
  nChanged 3
		SP:Iteration 45Q (90423.060000 sec): 3 clusters
  Score: Raw -263794.512628 + Penalty 2660.057613 = -261134.455016
  nChanged 2
		SP:Iteration 46Q (90423.240000 sec): 3 clusters
  Score: Raw -263794.950869 + Penalty 2660.057613 = -261134.893256
  nChanged 1
		SP:Iteration 47Q (90423.410000 sec): 3 clusters
  Score: Raw -263795.027503 + Penalty 2660.057613 = -261134.969890
  nChanged 2
		SP:Iteration 48Q (90423.590000 sec): 3 clusters
  Score: Raw -263795.526998 + Penalty 2660.057613 = -261135.469386
  nChanged 1
		SP:Iteration 49Q (90423.770000 sec): 3 clusters
  Score: Raw -263796.117314 + Penalty 2660.057613 = -261136.059702
  nChanged 3
		SP:Iteration 50Q (90423.940000 sec): 3 clusters
  Score: Raw -263796.630148 + Penalty 2660.057613 = -261136.572535
  nChanged 3
		SP:Iteration 51Q (90424.090000 sec): 3 clusters
  Score: Raw -263797.689166 + Penalty 2660.057613 = -261137.631554
  nChanged 1
		SP:Iteration 52Q (90424.160000 sec): 3 clusters
  Score: Raw -263797.813085 + Penalty 2660.057613 = -261137.755473
  nChanged 0
		SP:Iteration 53F (90424.240000 sec): 3 clusters
  Score: Raw -263797.813085 + Penalty 2660.057613 = -261137.755473
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (6350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90424.330000 sec): 2 clusters
  Score: Raw -534445.893665 + Penalty 1422.884140 = -533023.009525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90424.460000 sec): 3 clusters
  Score: Raw -531130.760336 + Penalty 2845.768280 = -528284.992056
  nChanged 2596
		SP:Iteration 1F (90424.660000 sec): 3 clusters
  Score: Raw -532748.624889 + Penalty 2845.768280 = -529902.856609
  nChanged 543
		SP:Iteration 2F (90424.770000 sec): 3 clusters
  Score: Raw -533118.943748 + Penalty 2845.768280 = -530273.175468
  nChanged 443
		SP:Iteration 3F (90424.870000 sec): 3 clusters
  Score: Raw -533431.555161 + Penalty 2845.768280 = -530585.786881
  nChanged 381
		SP:Iteration 4F (90424.980000 sec): 3 clusters
  Score: Raw -533693.580407 + Penalty 2845.768280 = -530847.812128
  nChanged 335
		SP:Iteration 5F (90425.170000 sec): 3 clusters
  Score: Raw -533904.183243 + Penalty 2845.768280 = -531058.414963
  nChanged 247
		SP:Iteration 6Q (90425.380000 sec): 3 clusters
  Score: Raw -534047.873537 + Penalty 2845.768280 = -531202.105257
  nChanged 199
		SP:Iteration 7Q (90425.560000 sec): 3 clusters
  Score: Raw -534164.537281 + Penalty 2845.768280 = -531318.769002
  nChanged 192
		SP:Iteration 8Q (90425.770000 sec): 3 clusters
  Score: Raw -534298.015544 + Penalty 2845.768280 = -531452.247265
  nChanged 172
		SP:Iteration 9Q (90425.930000 sec): 3 clusters
  Score: Raw -534419.727747 + Penalty 2845.768280 = -531573.959468
  nChanged 159
		SP:Iteration 10Q (90426.090000 sec): 3 clusters
  Score: Raw -534514.270590 + Penalty 2845.768280 = -531668.502310
  nChanged 153
		SP:Iteration 11Q (90426.300000 sec): 3 clusters
  Score: Raw -534593.562186 + Penalty 2845.768280 = -531747.793906
  nChanged 132
		SP:Iteration 12Q (90426.470000 sec): 3 clusters
  Score: Raw -534664.805218 + Penalty 2845.768280 = -531819.036938
  nChanged 117
		SP:Iteration 13Q (90426.630000 sec): 3 clusters
  Score: Raw -534706.554461 + Penalty 2845.768280 = -531860.786181
  nChanged 74
		SP:Iteration 14Q (90426.790000 sec): 3 clusters
  Score: Raw -534731.978296 + Penalty 2845.768280 = -531886.210016
  nChanged 68
		SP:Iteration 15Q (90426.960000 sec): 3 clusters
  Score: Raw -534752.089766 + Penalty 2845.768280 = -531906.321486
  nChanged 49
		SP:Iteration 16Q (90427.120000 sec): 3 clusters
  Score: Raw -534764.923436 + Penalty 2845.768280 = -531919.155156
  nChanged 41
		SP:Iteration 17Q (90427.290000 sec): 3 clusters
  Score: Raw -534774.683632 + Penalty 2845.768280 = -531928.915352
  nChanged 31
		SP:Iteration 18Q (90427.450000 sec): 3 clusters
  Score: Raw -534781.010278 + Penalty 2845.768280 = -531935.241998
  nChanged 18
		SP:Iteration 19Q (90427.610000 sec): 3 clusters
  Score: Raw -534783.903936 + Penalty 2845.768280 = -531938.135656
  nChanged 11
		SP:Iteration 20F (90427.770000 sec): 3 clusters
  Score: Raw -534786.837738 + Penalty 2845.768280 = -531941.069458
  nChanged 16
		SP:Iteration 21Q (90427.940000 sec): 3 clusters
  Score: Raw -534789.604464 + Penalty 2845.768280 = -531943.836184
  nChanged 12
		SP:Iteration 22Q (90428.100000 sec): 3 clusters
  Score: Raw -534792.578570 + Penalty 2845.768280 = -531946.810291
  nChanged 19
		SP:Iteration 23Q (90428.270000 sec): 3 clusters
  Score: Raw -534796.295096 + Penalty 2845.768280 = -531950.526816
  nChanged 11
		SP:Iteration 24Q (90428.430000 sec): 3 clusters
  Score: Raw -534798.175511 + Penalty 2845.768280 = -531952.407231
  nChanged 10
		SP:Iteration 25Q (90428.590000 sec): 3 clusters
  Score: Raw -534799.844973 + Penalty 2845.768280 = -531954.076693
  nChanged 9
		SP:Iteration 26Q (90428.760000 sec): 3 clusters
  Score: Raw -534801.408953 + Penalty 2845.768280 = -531955.640673
  nChanged 6
		SP:Iteration 27Q (90428.920000 sec): 3 clusters
  Score: Raw -534802.176317 + Penalty 2845.768280 = -531956.408037
  nChanged 2
		SP:Iteration 28Q (90429.090000 sec): 3 clusters
  Score: Raw -534802.400186 + Penalty 2845.768280 = -531956.631906
  nChanged 2
		SP:Iteration 29Q (90429.250000 sec): 3 clusters
  Score: Raw -534802.750996 + Penalty 2845.768280 = -531956.982716
  nChanged 3
		SP:Iteration 30Q (90429.410000 sec): 3 clusters
  Score: Raw -534803.320065 + Penalty 2845.768280 = -531957.551785
  nChanged 6
		SP:Iteration 31Q (90429.580000 sec): 3 clusters
  Score: Raw -534804.392980 + Penalty 2845.768280 = -531958.624700
  nChanged 5
		SP:Iteration 32Q (90429.740000 sec): 3 clusters
  Score: Raw -534804.895189 + Penalty 2845.768280 = -531959.126909
  nChanged 3
		SP:Iteration 33Q (90429.910000 sec): 3 clusters
  Score: Raw -534805.395073 + Penalty 2845.768280 = -531959.626793
  nChanged 1
		SP:Iteration 34Q (90430.070000 sec): 3 clusters
  Score: Raw -534805.536311 + Penalty 2845.768280 = -531959.768031
  nChanged 1
		SP:Iteration 35Q (90430.270000 sec): 3 clusters
  Score: Raw -534805.852439 + Penalty 2845.768280 = -531960.084159
  nChanged 2
		SP:Iteration 36Q (90430.430000 sec): 3 clusters
  Score: Raw -534806.373795 + Penalty 2845.768280 = -531960.605515
  nChanged 4
		SP:Iteration 37Q (90430.590000 sec): 3 clusters
  Score: Raw -534807.063766 + Penalty 2845.768280 = -531961.295486
  nChanged 3
		SP:Iteration 38Q (90430.760000 sec): 3 clusters
  Score: Raw -534807.368477 + Penalty 2845.768280 = -531961.600197
  nChanged 0
		SP:Iteration 39F (90430.920000 sec): 3 clusters
  Score: Raw -534807.368477 + Penalty 2845.768280 = -531961.600197
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90431.060000 sec): 2 clusters
  Score: Raw -994508.270907 + Penalty 1504.546796 = -993003.724112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90431.290000 sec): 3 clusters
  Score: Raw -988460.893331 + Penalty 3009.093591 = -985451.799740
  nChanged 4604
		SP:Iteration 1F (90431.510000 sec): 3 clusters
  Score: Raw -991050.984252 + Penalty 3009.093591 = -988041.890661
  nChanged 726
		SP:Iteration 2F (90431.730000 sec): 3 clusters
  Score: Raw -991403.667631 + Penalty 3009.093591 = -988394.574040
  nChanged 572
		SP:Iteration 3F (90431.950000 sec): 3 clusters
  Score: Raw -991663.865063 + Penalty 3009.093591 = -988654.771472
  nChanged 537
		SP:Iteration 4F (90432.170000 sec): 3 clusters
  Score: Raw -991941.744157 + Penalty 3009.093591 = -988932.650566
  nChanged 507
		SP:Iteration 5Q (90432.400000 sec): 3 clusters
  Score: Raw -992198.023299 + Penalty 3009.093591 = -989188.929708
  nChanged 459
		SP:Iteration 6Q (90432.620000 sec): 3 clusters
  Score: Raw -992436.240260 + Penalty 3009.093591 = -989427.146669
  nChanged 443
		SP:Iteration 7Q (90432.840000 sec): 3 clusters
  Score: Raw -992669.135208 + Penalty 3009.093591 = -989660.041616
  nChanged 421
		SP:Iteration 8Q (90433.060000 sec): 3 clusters
  Score: Raw -992902.158466 + Penalty 3009.093591 = -989893.064874
  nChanged 400
		SP:Iteration 9Q (90433.280000 sec): 3 clusters
  Score: Raw -993153.565430 + Penalty 3009.093591 = -990144.471839
  nChanged 403
		SP:Iteration 10Q (90433.500000 sec): 3 clusters
  Score: Raw -993402.329842 + Penalty 3009.093591 = -990393.236251
  nChanged 375
		SP:Iteration 11Q (90433.720000 sec): 3 clusters
  Score: Raw -993604.111141 + Penalty 3009.093591 = -990595.017550
  nChanged 341
		SP:Iteration 12Q (90433.940000 sec): 3 clusters
  Score: Raw -993786.486268 + Penalty 3009.093591 = -990777.392677
  nChanged 313
		SP:Iteration 13Q (90434.160000 sec): 3 clusters
  Score: Raw -993964.881984 + Penalty 3009.093591 = -990955.788393
  nChanged 285
		SP:Iteration 14Q (90434.310000 sec): 3 clusters
  Score: Raw -994117.105665 + Penalty 3009.093591 = -991108.012074
  nChanged 245
		SP:Iteration 15Q (90434.450000 sec): 3 clusters
  Score: Raw -994249.648086 + Penalty 3009.093591 = -991240.554495
  nChanged 247
		SP:Iteration 16Q (90434.720000 sec): 3 clusters
  Score: Raw -994376.097772 + Penalty 3009.093591 = -991367.004180
  nChanged 219
		SP:Iteration 17Q (90434.980000 sec): 3 clusters
  Score: Raw -994479.967246 + Penalty 3009.093591 = -991470.873655
  nChanged 187
		SP:Iteration 18Q (90435.210000 sec): 3 clusters
  Score: Raw -994556.138428 + Penalty 3009.093591 = -991547.044837
  nChanged 187
		SP:Iteration 19Q (90435.350000 sec): 3 clusters
  Score: Raw -994633.662244 + Penalty 3009.093591 = -991624.568653
  nChanged 151
		SP:Iteration 20F (90435.580000 sec): 3 clusters
  Score: Raw -994693.111664 + Penalty 3009.093591 = -991684.018073
  nChanged 112
		SP:Iteration 21Q (90435.800000 sec): 3 clusters
  Score: Raw -994729.908022 + Penalty 3009.093591 = -991720.814430
  nChanged 86
		SP:Iteration 22Q (90436.020000 sec): 3 clusters
  Score: Raw -994757.459464 + Penalty 3009.093591 = -991748.365873
  nChanged 97
		SP:Iteration 23Q (90436.240000 sec): 3 clusters
  Score: Raw -994792.214056 + Penalty 3009.093591 = -991783.120465
  nChanged 82
		SP:Iteration 24Q (90436.450000 sec): 3 clusters
  Score: Raw -994819.664796 + Penalty 3009.093591 = -991810.571205
  nChanged 58
		SP:Iteration 25Q (90436.670000 sec): 3 clusters
  Score: Raw -994836.039311 + Penalty 3009.093591 = -991826.945720
  nChanged 51
		SP:Iteration 26Q (90436.890000 sec): 3 clusters
  Score: Raw -994856.734767 + Penalty 3009.093591 = -991847.641175
  nChanged 48
		SP:Iteration 27Q (90437.040000 sec): 3 clusters
  Score: Raw -994874.901337 + Penalty 3009.093591 = -991865.807746
  nChanged 52
		SP:Iteration 28Q (90437.180000 sec): 3 clusters
  Score: Raw -994896.698596 + Penalty 3009.093591 = -991887.605004
  nChanged 51
		SP:Iteration 29Q (90437.410000 sec): 3 clusters
  Score: Raw -994912.900211 + Penalty 3009.093591 = -991903.806620
  nChanged 41
		SP:Iteration 30Q (90437.680000 sec): 3 clusters
  Score: Raw -994926.069080 + Penalty 3009.093591 = -991916.975489
  nChanged 39
		SP:Iteration 31Q (90437.940000 sec): 3 clusters
  Score: Raw -994940.948079 + Penalty 3009.093591 = -991931.854488
  nChanged 34
		SP:Iteration 32Q (90438.200000 sec): 3 clusters
  Score: Raw -994953.832937 + Penalty 3009.093591 = -991944.739346
  nChanged 26
		SP:Iteration 33Q (90438.460000 sec): 3 clusters
  Score: Raw -994963.396329 + Penalty 3009.093591 = -991954.302738
  nChanged 31
		SP:Iteration 34Q (90438.720000 sec): 3 clusters
  Score: Raw -994975.597762 + Penalty 3009.093591 = -991966.504171
  nChanged 34
		SP:Iteration 35Q (90438.980000 sec): 3 clusters
  Score: Raw -994988.870128 + Penalty 3009.093591 = -991979.776537
  nChanged 18
		SP:Iteration 36Q (90439.250000 sec): 3 clusters
  Score: Raw -994994.532202 + Penalty 3009.093591 = -991985.438611
  nChanged 21
		SP:Iteration 37Q (90439.510000 sec): 3 clusters
  Score: Raw -995001.241572 + Penalty 3009.093591 = -991992.147981
  nChanged 22
		SP:Iteration 38Q (90439.770000 sec): 3 clusters
  Score: Raw -995008.876775 + Penalty 3009.093591 = -991999.783184
  nChanged 16
		SP:Iteration 39Q (90440.040000 sec): 3 clusters
  Score: Raw -995014.537979 + Penalty 3009.093591 = -992005.444388
  nChanged 10
		SP:Iteration 40F (90440.250000 sec): 3 clusters
  Score: Raw -995016.931719 + Penalty 3009.093591 = -992007.838128
  nChanged 5
		SP:Iteration 41Q (90440.510000 sec): 3 clusters
  Score: Raw -995017.914944 + Penalty 3009.093591 = -992008.821353
  nChanged 1
		SP:Iteration 42Q (90440.770000 sec): 3 clusters
  Score: Raw -995018.429665 + Penalty 3009.093591 = -992009.336074
  nChanged 1
		SP:Iteration 43Q (90441.040000 sec): 3 clusters
  Score: Raw -995018.726062 + Penalty 3009.093591 = -992009.632471
  nChanged 1
		SP:Iteration 44Q (90441.260000 sec): 3 clusters
  Score: Raw -995018.890419 + Penalty 3009.093591 = -992009.796828
  nChanged 0
		SP:Iteration 45F (90441.480000 sec): 3 clusters
  Score: Raw -995018.890419 + Penalty 3009.093591 = -992009.796828
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (8502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90441.600000 sec): 2 clusters
  Score: Raw -747819.921595 + Penalty 1470.309215 = -746349.612380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90441.810000 sec): 3 clusters
  Score: Raw -743068.324209 + Penalty 2940.618430 = -740127.705779
  nChanged 3622
		SP:Iteration 1F (90442.000000 sec): 3 clusters
  Score: Raw -745260.290492 + Penalty 2940.618430 = -742319.672061
  nChanged 676
		SP:Iteration 2F (90442.200000 sec): 3 clusters
  Score: Raw -745699.469955 + Penalty 2940.618430 = -742758.851525
  nChanged 613
		SP:Iteration 3F (90442.390000 sec): 3 clusters
  Score: Raw -746114.700453 + Penalty 2940.618430 = -743174.082023
  nChanged 552
		SP:Iteration 4F (90442.520000 sec): 3 clusters
  Score: Raw -746449.695743 + Penalty 2940.618430 = -743509.077313
  nChanged 389
		SP:Iteration 5Q (90442.660000 sec): 3 clusters
  Score: Raw -746639.651353 + Penalty 2940.618430 = -743699.032923
  nChanged 290
		SP:Iteration 6Q (90442.900000 sec): 3 clusters
  Score: Raw -746770.530694 + Penalty 2940.618430 = -743829.912264
  nChanged 239
		SP:Iteration 7Q (90443.090000 sec): 3 clusters
  Score: Raw -746864.505533 + Penalty 2940.618430 = -743923.887103
  nChanged 188
		SP:Iteration 8Q (90443.290000 sec): 3 clusters
  Score: Raw -746925.151683 + Penalty 2940.618430 = -743984.533253
  nChanged 145
		SP:Iteration 9Q (90443.480000 sec): 3 clusters
  Score: Raw -746976.783575 + Penalty 2940.618430 = -744036.165145
  nChanged 160
		SP:Iteration 10Q (90443.670000 sec): 3 clusters
  Score: Raw -747040.954497 + Penalty 2940.618430 = -744100.336067
  nChanged 143
		SP:Iteration 11Q (90443.870000 sec): 3 clusters
  Score: Raw -747090.366016 + Penalty 2940.618430 = -744149.747585
  nChanged 132
		SP:Iteration 12Q (90444.060000 sec): 3 clusters
  Score: Raw -747132.466907 + Penalty 2940.618430 = -744191.848477
  nChanged 113
		SP:Iteration 13Q (90444.260000 sec): 3 clusters
  Score: Raw -747170.232491 + Penalty 2940.618430 = -744229.614060
  nChanged 118
		SP:Iteration 14Q (90444.450000 sec): 3 clusters
  Score: Raw -747208.290217 + Penalty 2940.618430 = -744267.671787
  nChanged 134
		SP:Iteration 15Q (90444.640000 sec): 3 clusters
  Score: Raw -747262.169408 + Penalty 2940.618430 = -744321.550977
  nChanged 133
		SP:Iteration 16Q (90444.840000 sec): 3 clusters
  Score: Raw -747312.984429 + Penalty 2940.618430 = -744372.365998
  nChanged 134
		SP:Iteration 17Q (90445.030000 sec): 3 clusters
  Score: Raw -747360.264700 + Penalty 2940.618430 = -744419.646270
  nChanged 132
		SP:Iteration 18Q (90445.220000 sec): 3 clusters
  Score: Raw -747412.309912 + Penalty 2940.618430 = -744471.691482
  nChanged 136
		SP:Iteration 19Q (90445.420000 sec): 3 clusters
  Score: Raw -747469.045236 + Penalty 2940.618430 = -744528.426805
  nChanged 143
		SP:Iteration 20F (90445.670000 sec): 3 clusters
  Score: Raw -747528.894363 + Penalty 2940.618430 = -744588.275933
  nChanged 146
		SP:Iteration 21Q (90445.850000 sec): 3 clusters
  Score: Raw -747602.261934 + Penalty 2940.618430 = -744661.643504
  nChanged 181
		SP:Iteration 22Q (90446.010000 sec): 3 clusters
  Score: Raw -747714.653971 + Penalty 2940.618430 = -744774.035540
  nChanged 169
		SP:Iteration 23Q (90446.200000 sec): 3 clusters
  Score: Raw -747839.070122 + Penalty 2940.618430 = -744898.451692
  nChanged 174
		SP:Iteration 24Q (90446.390000 sec): 3 clusters
  Score: Raw -747971.431320 + Penalty 2940.618430 = -745030.812890
  nChanged 180
		SP:Iteration 25Q (90446.590000 sec): 3 clusters
  Score: Raw -748094.085448 + Penalty 2940.618430 = -745153.467017
  nChanged 153
		SP:Iteration 26Q (90446.780000 sec): 3 clusters
  Score: Raw -748161.251456 + Penalty 2940.618430 = -745220.633025
  nChanged 104
		SP:Iteration 27Q (90446.980000 sec): 3 clusters
  Score: Raw -748202.118445 + Penalty 2940.618430 = -745261.500014
  nChanged 84
		SP:Iteration 28Q (90447.170000 sec): 3 clusters
  Score: Raw -748234.403111 + Penalty 2940.618430 = -745293.784681
  nChanged 72
		SP:Iteration 29Q (90447.370000 sec): 3 clusters
  Score: Raw -748255.075066 + Penalty 2940.618430 = -745314.456636
  nChanged 57
		SP:Iteration 30Q (90447.560000 sec): 3 clusters
  Score: Raw -748271.191782 + Penalty 2940.618430 = -745330.573352
  nChanged 57
		SP:Iteration 31Q (90447.750000 sec): 3 clusters
  Score: Raw -748287.649771 + Penalty 2940.618430 = -745347.031341
  nChanged 52
		SP:Iteration 32Q (90447.950000 sec): 3 clusters
  Score: Raw -748300.058112 + Penalty 2940.618430 = -745359.439682
  nChanged 47
		SP:Iteration 33Q (90448.140000 sec): 3 clusters
  Score: Raw -748309.233254 + Penalty 2940.618430 = -745368.614823
  nChanged 40
		SP:Iteration 34Q (90448.340000 sec): 3 clusters
  Score: Raw -748318.063215 + Penalty 2940.618430 = -745377.444785
  nChanged 40
		SP:Iteration 35Q (90448.530000 sec): 3 clusters
  Score: Raw -748327.812206 + Penalty 2940.618430 = -745387.193776
  nChanged 40
		SP:Iteration 36Q (90448.730000 sec): 3 clusters
  Score: Raw -748336.056480 + Penalty 2940.618430 = -745395.438049
  nChanged 33
		SP:Iteration 37Q (90448.920000 sec): 3 clusters
  Score: Raw -748342.550998 + Penalty 2940.618430 = -745401.932568
  nChanged 33
		SP:Iteration 38Q (90449.110000 sec): 3 clusters
  Score: Raw -748351.395233 + Penalty 2940.618430 = -745410.776803
  nChanged 34
		SP:Iteration 39Q (90449.310000 sec): 3 clusters
  Score: Raw -748361.602098 + Penalty 2940.618430 = -745420.983667
  nChanged 37
		SP:Iteration 40F (90449.500000 sec): 3 clusters
  Score: Raw -748373.102672 + Penalty 2940.618430 = -745432.484242
  nChanged 38
		SP:Iteration 41Q (90449.690000 sec): 3 clusters
  Score: Raw -748383.362330 + Penalty 2940.618430 = -745442.743900
  nChanged 45
		SP:Iteration 42Q (90449.890000 sec): 3 clusters
  Score: Raw -748399.921369 + Penalty 2940.618430 = -745459.302939
  nChanged 50
		SP:Iteration 43Q (90450.090000 sec): 3 clusters
  Score: Raw -748425.283224 + Penalty 2940.618430 = -745484.664794
  nChanged 67
		SP:Iteration 44Q (90450.280000 sec): 3 clusters
  Score: Raw -748458.607402 + Penalty 2940.618430 = -745517.988972
  nChanged 52
		SP:Iteration 45Q (90450.470000 sec): 3 clusters
  Score: Raw -748483.001824 + Penalty 2940.618430 = -745542.383394
  nChanged 64
		SP:Iteration 46Q (90450.670000 sec): 3 clusters
  Score: Raw -748518.887580 + Penalty 2940.618430 = -745578.269149
  nChanged 66
		SP:Iteration 47Q (90450.860000 sec): 3 clusters
  Score: Raw -748565.931650 + Penalty 2940.618430 = -745625.313220
  nChanged 81
		SP:Iteration 48Q (90451.050000 sec): 3 clusters
  Score: Raw -748623.848066 + Penalty 2940.618430 = -745683.229635
  nChanged 80
		SP:Iteration 49Q (90451.240000 sec): 3 clusters
  Score: Raw -748697.772074 + Penalty 2940.618430 = -745757.153643
  nChanged 91
		SP:Iteration 50Q (90451.430000 sec): 3 clusters
  Score: Raw -748777.057536 + Penalty 2940.618430 = -745836.439106
  nChanged 74
		SP:Iteration 51Q (90451.630000 sec): 3 clusters
  Score: Raw -748835.048750 + Penalty 2940.618430 = -745894.430319
  nChanged 66
		SP:Iteration 52Q (90451.820000 sec): 3 clusters
  Score: Raw -748876.254876 + Penalty 2940.618430 = -745935.636446
  nChanged 42
		SP:Iteration 53Q (90452.020000 sec): 3 clusters
  Score: Raw -748900.241935 + Penalty 2940.618430 = -745959.623504
  nChanged 32
		SP:Iteration 54Q (90452.210000 sec): 3 clusters
  Score: Raw -748910.767393 + Penalty 2940.618430 = -745970.148963
  nChanged 22
		SP:Iteration 55Q (90452.410000 sec): 3 clusters
  Score: Raw -748917.340575 + Penalty 2940.618430 = -745976.722145
  nChanged 17
		SP:Iteration 56Q (90452.600000 sec): 3 clusters
  Score: Raw -748923.159956 + Penalty 2940.618430 = -745982.541526
  nChanged 12
		SP:Iteration 57Q (90452.790000 sec): 3 clusters
  Score: Raw -748927.083208 + Penalty 2940.618430 = -745986.464778
  nChanged 7
		SP:Iteration 58Q (90452.990000 sec): 3 clusters
  Score: Raw -748928.585408 + Penalty 2940.618430 = -745987.966978
  nChanged 2
		SP:Iteration 59Q (90453.220000 sec): 3 clusters
  Score: Raw -748928.747738 + Penalty 2940.618430 = -745988.129308
  nChanged 1
		SP:Iteration 60F (90453.420000 sec): 3 clusters
  Score: Raw -748928.796641 + Penalty 2940.618430 = -745988.178211
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90453.510000 sec): 2 clusters
  Score: Raw -276268.192337 + Penalty 1326.779156 = -274941.413181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90453.690000 sec): 3 clusters
  Score: Raw -274582.888765 + Penalty 2653.558311 = -271929.330454
  nChanged 1374
		SP:Iteration 1F (90453.870000 sec): 3 clusters
  Score: Raw -275463.104768 + Penalty 2653.558311 = -272809.546456
  nChanged 306
		SP:Iteration 2F (90454.040000 sec): 3 clusters
  Score: Raw -275686.445106 + Penalty 2653.558311 = -273032.886794
  nChanged 231
		SP:Iteration 3F (90454.220000 sec): 3 clusters
  Score: Raw -275868.184887 + Penalty 2653.558311 = -273214.626576
  nChanged 201
		SP:Iteration 4F (90454.390000 sec): 3 clusters
  Score: Raw -276024.009909 + Penalty 2653.558311 = -273370.451598
  nChanged 159
		SP:Iteration 5Q (90454.570000 sec): 3 clusters
  Score: Raw -276142.450428 + Penalty 2653.558311 = -273488.892117
  nChanged 137
		SP:Iteration 6Q (90454.750000 sec): 3 clusters
  Score: Raw -276235.172986 + Penalty 2653.558311 = -273581.614675
  nChanged 97
		SP:Iteration 7Q (90454.920000 sec): 3 clusters
  Score: Raw -276299.650298 + Penalty 2653.558311 = -273646.091987
  nChanged 87
		SP:Iteration 8Q (90455.100000 sec): 3 clusters
  Score: Raw -276348.234800 + Penalty 2653.558311 = -273694.676488
  nChanged 73
		SP:Iteration 9Q (90455.270000 sec): 3 clusters
  Score: Raw -276384.624920 + Penalty 2653.558311 = -273731.066608
  nChanged 54
		SP:Iteration 10Q (90455.450000 sec): 3 clusters
  Score: Raw -276410.844211 + Penalty 2653.558311 = -273757.285899
  nChanged 54
		SP:Iteration 11Q (90455.630000 sec): 3 clusters
  Score: Raw -276433.923599 + Penalty 2653.558311 = -273780.365288
  nChanged 42
		SP:Iteration 12Q (90455.800000 sec): 3 clusters
  Score: Raw -276453.810882 + Penalty 2653.558311 = -273800.252571
  nChanged 37
		SP:Iteration 13Q (90455.980000 sec): 3 clusters
  Score: Raw -276473.091707 + Penalty 2653.558311 = -273819.533396
  nChanged 39
		SP:Iteration 14Q (90456.150000 sec): 3 clusters
  Score: Raw -276492.271443 + Penalty 2653.558311 = -273838.713131
  nChanged 35
		SP:Iteration 15Q (90456.330000 sec): 3 clusters
  Score: Raw -276512.412916 + Penalty 2653.558311 = -273858.854605
  nChanged 38
		SP:Iteration 16Q (90456.510000 sec): 3 clusters
  Score: Raw -276527.378249 + Penalty 2653.558311 = -273873.819937
  nChanged 29
		SP:Iteration 17Q (90456.680000 sec): 3 clusters
  Score: Raw -276537.856202 + Penalty 2653.558311 = -273884.297891
  nChanged 25
		SP:Iteration 18Q (90456.860000 sec): 3 clusters
  Score: Raw -276550.241284 + Penalty 2653.558311 = -273896.682973
  nChanged 22
		SP:Iteration 19Q (90457.030000 sec): 3 clusters
  Score: Raw -276559.537306 + Penalty 2653.558311 = -273905.978995
  nChanged 17
		SP:Iteration 20F (90457.210000 sec): 3 clusters
  Score: Raw -276564.948220 + Penalty 2653.558311 = -273911.389909
  nChanged 13
		SP:Iteration 21Q (90457.390000 sec): 3 clusters
  Score: Raw -276568.333022 + Penalty 2653.558311 = -273914.774711
  nChanged 4
		SP:Iteration 22Q (90457.560000 sec): 3 clusters
  Score: Raw -276568.965449 + Penalty 2653.558311 = -273915.407138
  nChanged 4
		SP:Iteration 23Q (90457.740000 sec): 3 clusters
  Score: Raw -276569.891294 + Penalty 2653.558311 = -273916.332983
  nChanged 2
		SP:Iteration 24Q (90457.910000 sec): 3 clusters
  Score: Raw -276570.070642 + Penalty 2653.558311 = -273916.512331
  nChanged 1
		SP:Iteration 25Q (90458.090000 sec): 3 clusters
  Score: Raw -276570.443585 + Penalty 2653.558311 = -273916.885274
  nChanged 0
		SP:Iteration 26F (90458.260000 sec): 3 clusters
  Score: Raw -276570.443585 + Penalty 2653.558311 = -273916.885274
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (2990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90458.340000 sec): 2 clusters
  Score: Raw -242837.291051 + Penalty 1300.492158 = -241536.798892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90458.510000 sec): 3 clusters
  Score: Raw -241422.007684 + Penalty 2600.984317 = -238821.023367
  nChanged 1151
		SP:Iteration 1F (90458.690000 sec): 3 clusters
  Score: Raw -242169.765492 + Penalty 2600.984317 = -239568.781175
  nChanged 281
		SP:Iteration 2F (90458.870000 sec): 3 clusters
  Score: Raw -242397.004474 + Penalty 2600.984317 = -239796.020158
  nChanged 194
		SP:Iteration 3F (90459.040000 sec): 3 clusters
  Score: Raw -242553.118179 + Penalty 2600.984317 = -239952.133862
  nChanged 161
		SP:Iteration 4F (90459.220000 sec): 3 clusters
  Score: Raw -242677.512421 + Penalty 2600.984317 = -240076.528105
  nChanged 138
		SP:Iteration 5Q (90459.390000 sec): 3 clusters
  Score: Raw -242769.234401 + Penalty 2600.984317 = -240168.250085
  nChanged 109
		SP:Iteration 6Q (90459.570000 sec): 3 clusters
  Score: Raw -242848.148236 + Penalty 2600.984317 = -240247.163919
  nChanged 84
		SP:Iteration 7Q (90459.750000 sec): 3 clusters
  Score: Raw -242916.294866 + Penalty 2600.984317 = -240315.310550
  nChanged 79
		SP:Iteration 8Q (90459.920000 sec): 3 clusters
  Score: Raw -242972.015031 + Penalty 2600.984317 = -240371.030715
  nChanged 71
		SP:Iteration 9Q (90460.090000 sec): 3 clusters
  Score: Raw -243020.087638 + Penalty 2600.984317 = -240419.103321
  nChanged 65
		SP:Iteration 10Q (90460.270000 sec): 3 clusters
  Score: Raw -243059.641214 + Penalty 2600.984317 = -240458.656898
  nChanged 54
		SP:Iteration 11Q (90460.450000 sec): 3 clusters
  Score: Raw -243102.255388 + Penalty 2600.984317 = -240501.271071
  nChanged 46
		SP:Iteration 12Q (90460.620000 sec): 3 clusters
  Score: Raw -243131.986608 + Penalty 2600.984317 = -240531.002292
  nChanged 39
		SP:Iteration 13Q (90460.800000 sec): 3 clusters
  Score: Raw -243150.477869 + Penalty 2600.984317 = -240549.493553
  nChanged 22
		SP:Iteration 14Q (90460.970000 sec): 3 clusters
  Score: Raw -243161.157428 + Penalty 2600.984317 = -240560.173112
  nChanged 23
		SP:Iteration 15Q (90461.150000 sec): 3 clusters
  Score: Raw -243172.309067 + Penalty 2600.984317 = -240571.324751
  nChanged 22
		SP:Iteration 16Q (90461.330000 sec): 3 clusters
  Score: Raw -243182.764303 + Penalty 2600.984317 = -240581.779986
  nChanged 27
		SP:Iteration 17Q (90461.500000 sec): 3 clusters
  Score: Raw -243192.567336 + Penalty 2600.984317 = -240591.583019
  nChanged 21
		SP:Iteration 18Q (90461.680000 sec): 3 clusters
  Score: Raw -243199.081043 + Penalty 2600.984317 = -240598.096726
  nChanged 19
		SP:Iteration 19Q (90461.850000 sec): 3 clusters
  Score: Raw -243209.037725 + Penalty 2600.984317 = -240608.053409
  nChanged 27
		SP:Iteration 20F (90462.030000 sec): 3 clusters
  Score: Raw -243221.514370 + Penalty 2600.984317 = -240620.530054
  nChanged 25
		SP:Iteration 21Q (90462.210000 sec): 3 clusters
  Score: Raw -243232.366481 + Penalty 2600.984317 = -240631.382164
  nChanged 16
		SP:Iteration 22Q (90462.380000 sec): 3 clusters
  Score: Raw -243237.530472 + Penalty 2600.984317 = -240636.546155
  nChanged 11
		SP:Iteration 23Q (90462.560000 sec): 3 clusters
  Score: Raw -243241.039941 + Penalty 2600.984317 = -240640.055625
  nChanged 10
		SP:Iteration 24Q (90462.730000 sec): 3 clusters
  Score: Raw -243243.665985 + Penalty 2600.984317 = -240642.681669
  nChanged 12
		SP:Iteration 25Q (90462.910000 sec): 3 clusters
  Score: Raw -243247.234630 + Penalty 2600.984317 = -240646.250313
  nChanged 10
		SP:Iteration 26Q (90463.090000 sec): 3 clusters
  Score: Raw -243250.756160 + Penalty 2600.984317 = -240649.771843
  nChanged 11
		SP:Iteration 27Q (90463.260000 sec): 3 clusters
  Score: Raw -243254.415165 + Penalty 2600.984317 = -240653.430849
  nChanged 15
		SP:Iteration 28Q (90463.440000 sec): 3 clusters
  Score: Raw -243259.884205 + Penalty 2600.984317 = -240658.899888
  nChanged 14
		SP:Iteration 29Q (90463.610000 sec): 3 clusters
  Score: Raw -243265.833331 + Penalty 2600.984317 = -240664.849015
  nChanged 21
		SP:Iteration 30Q (90463.790000 sec): 3 clusters
  Score: Raw -243273.490041 + Penalty 2600.984317 = -240672.505724
  nChanged 17
		SP:Iteration 31Q (90463.960000 sec): 3 clusters
  Score: Raw -243279.430785 + Penalty 2600.984317 = -240678.446469
  nChanged 19
		SP:Iteration 32Q (90464.140000 sec): 3 clusters
  Score: Raw -243287.954272 + Penalty 2600.984317 = -240686.969955
  nChanged 15
		SP:Iteration 33Q (90464.320000 sec): 3 clusters
  Score: Raw -243294.802731 + Penalty 2600.984317 = -240693.818415
  nChanged 13
		SP:Iteration 34Q (90464.490000 sec): 3 clusters
  Score: Raw -243297.843753 + Penalty 2600.984317 = -240696.859436
  nChanged 5
		SP:Iteration 35Q (90464.670000 sec): 3 clusters
  Score: Raw -243299.402867 + Penalty 2600.984317 = -240698.418551
  nChanged 4
		SP:Iteration 36Q (90464.840000 sec): 3 clusters
  Score: Raw -243301.723541 + Penalty 2600.984317 = -240700.739224
  nChanged 6
		SP:Iteration 37Q (90465.020000 sec): 3 clusters
  Score: Raw -243304.437963 + Penalty 2600.984317 = -240703.453647
  nChanged 6
		SP:Iteration 38Q (90465.200000 sec): 3 clusters
  Score: Raw -243306.098426 + Penalty 2600.984317 = -240705.114110
  nChanged 9
		SP:Iteration 39Q (90465.370000 sec): 3 clusters
  Score: Raw -243310.428894 + Penalty 2600.984317 = -240709.444577
  nChanged 10
		SP:Iteration 40F (90465.550000 sec): 3 clusters
  Score: Raw -243314.942081 + Penalty 2600.984317 = -240713.957765
  nChanged 8
		SP:Iteration 41Q (90465.720000 sec): 3 clusters
  Score: Raw -243318.468032 + Penalty 2600.984317 = -240717.483715
  nChanged 8
		SP:Iteration 42Q (90465.900000 sec): 3 clusters
  Score: Raw -243322.089921 + Penalty 2600.984317 = -240721.105604
  nChanged 11
		SP:Iteration 43Q (90466.080000 sec): 3 clusters
  Score: Raw -243325.884493 + Penalty 2600.984317 = -240724.900176
  nChanged 8
		SP:Iteration 44Q (90466.250000 sec): 3 clusters
  Score: Raw -243329.619397 + Penalty 2600.984317 = -240728.635080
  nChanged 8
		SP:Iteration 45Q (90466.430000 sec): 3 clusters
  Score: Raw -243332.244405 + Penalty 2600.984317 = -240731.260089
  nChanged 10
		SP:Iteration 46Q (90466.600000 sec): 3 clusters
  Score: Raw -243337.000910 + Penalty 2600.984317 = -240736.016594
  nChanged 14
		SP:Iteration 47Q (90466.780000 sec): 3 clusters
  Score: Raw -243347.356121 + Penalty 2600.984317 = -240746.371804
  nChanged 16
		SP:Iteration 48Q (90466.960000 sec): 3 clusters
  Score: Raw -243354.505052 + Penalty 2600.984317 = -240753.520735
  nChanged 20
		SP:Iteration 49Q (90467.130000 sec): 3 clusters
  Score: Raw -243363.568922 + Penalty 2600.984317 = -240762.584606
  nChanged 15
		SP:Iteration 50Q (90467.310000 sec): 3 clusters
  Score: Raw -243371.187933 + Penalty 2600.984317 = -240770.203617
  nChanged 16
		SP:Iteration 51Q (90467.480000 sec): 3 clusters
  Score: Raw -243376.065150 + Penalty 2600.984317 = -240775.080834
  nChanged 7
		SP:Iteration 52Q (90467.660000 sec): 3 clusters
  Score: Raw -243377.547175 + Penalty 2600.984317 = -240776.562859
  nChanged 6
		SP:Iteration 53Q (90467.840000 sec): 3 clusters
  Score: Raw -243379.189520 + Penalty 2600.984317 = -240778.205203
  nChanged 5
		SP:Iteration 54Q (90468.010000 sec): 3 clusters
  Score: Raw -243383.044910 + Penalty 2600.984317 = -240782.060593
  nChanged 8
		SP:Iteration 55Q (90468.190000 sec): 3 clusters
  Score: Raw -243388.481872 + Penalty 2600.984317 = -240787.497556
  nChanged 11
		SP:Iteration 56Q (90468.360000 sec): 3 clusters
  Score: Raw -243394.254841 + Penalty 2600.984317 = -240793.270525
  nChanged 11
		SP:Iteration 57Q (90468.540000 sec): 3 clusters
  Score: Raw -243397.983525 + Penalty 2600.984317 = -240796.999209
  nChanged 5
		SP:Iteration 58Q (90468.720000 sec): 3 clusters
  Score: Raw -243398.940914 + Penalty 2600.984317 = -240797.956597
  nChanged 4
		SP:Iteration 59Q (90468.890000 sec): 3 clusters
  Score: Raw -243400.270118 + Penalty 2600.984317 = -240799.285802
  nChanged 4
		SP:Iteration 60F (90469.070000 sec): 3 clusters
  Score: Raw -243401.735968 + Penalty 2600.984317 = -240800.751651
  nChanged 3
		SP:Iteration 61Q (90469.240000 sec): 3 clusters
  Score: Raw -243402.687717 + Penalty 2600.984317 = -240801.703401
  nChanged 2
		SP:Iteration 62Q (90469.420000 sec): 3 clusters
  Score: Raw -243404.520288 + Penalty 2600.984317 = -240803.535971
  nChanged 6
		SP:Iteration 63Q (90469.590000 sec): 3 clusters
  Score: Raw -243407.068105 + Penalty 2600.984317 = -240806.083789
  nChanged 6
		SP:Iteration 64Q (90469.770000 sec): 3 clusters
  Score: Raw -243409.209129 + Penalty 2600.984317 = -240808.224812
  nChanged 7
		SP:Iteration 65Q (90469.940000 sec): 3 clusters
  Score: Raw -243411.807863 + Penalty 2600.984317 = -240810.823547
  nChanged 3
		SP:Iteration 66Q (90470.120000 sec): 3 clusters
  Score: Raw -243412.514208 + Penalty 2600.984317 = -240811.529891
  nChanged 1
		SP:Iteration 67Q (90470.300000 sec): 3 clusters
  Score: Raw -243412.696841 + Penalty 2600.984317 = -240811.712525
  nChanged 1
		SP:Iteration 68Q (90470.470000 sec): 3 clusters
  Score: Raw -243413.051602 + Penalty 2600.984317 = -240812.067285
  nChanged 1
		SP:Iteration 69Q (90470.650000 sec): 3 clusters
  Score: Raw -243413.486301 + Penalty 2600.984317 = -240812.501985
  nChanged 1
		SP:Iteration 70Q (90470.820000 sec): 3 clusters
  Score: Raw -243413.767614 + Penalty 2600.984317 = -240812.783297
  nChanged 0
		SP:Iteration 71F (90471.000000 sec): 3 clusters
  Score: Raw -243413.767614 + Penalty 2600.984317 = -240812.783297
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (25469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90471.200000 sec): 2 clusters
  Score: Raw -2426999.711944 + Penalty 1648.597812 = -2425351.114132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90471.610000 sec): 3 clusters
  Score: Raw -2411550.740993 + Penalty 3297.195624 = -2408253.545369
  nChanged 11618
		SP:Iteration 1F (90471.980000 sec): 3 clusters
  Score: Raw -2417966.337108 + Penalty 3297.195624 = -2414669.141484
  nChanged 1262
		SP:Iteration 2Q (90472.340000 sec): 3 clusters
  Score: Raw -2418426.261619 + Penalty 3297.195624 = -2415129.065995
  nChanged 1215
		SP:Iteration 3Q (90472.710000 sec): 3 clusters
  Score: Raw -2418898.622854 + Penalty 3297.195624 = -2415601.427230
  nChanged 1183
		SP:Iteration 4Q (90473.120000 sec): 3 clusters
  Score: Raw -2419395.316577 + Penalty 3297.195624 = -2416098.120953
  nChanged 1207
		SP:Iteration 5Q (90473.440000 sec): 3 clusters
  Score: Raw -2419948.677733 + Penalty 3297.195624 = -2416651.482109
  nChanged 1316
		SP:Iteration 6F (90473.770000 sec): 3 clusters
  Score: Raw -2420584.657006 + Penalty 3297.195624 = -2417287.461382
  nChanged 1310
		SP:Iteration 7F (90474.140000 sec): 3 clusters
  Score: Raw -2421234.876911 + Penalty 3297.195624 = -2417937.681287
  nChanged 1272
		SP:Iteration 8Q (90474.480000 sec): 3 clusters
  Score: Raw -2421919.176717 + Penalty 3297.195624 = -2418621.981093
  nChanged 1212
		SP:Iteration 9Q (90474.800000 sec): 3 clusters
  Score: Raw -2422651.125326 + Penalty 3297.195624 = -2419353.929701
  nChanged 1177
		SP:Iteration 10Q (90475.140000 sec): 3 clusters
  Score: Raw -2423392.491046 + Penalty 3297.195624 = -2420095.295422
  nChanged 998
		SP:Iteration 11Q (90475.460000 sec): 3 clusters
  Score: Raw -2424023.983194 + Penalty 3297.195624 = -2420726.787570
  nChanged 887
		SP:Iteration 12Q (90475.800000 sec): 3 clusters
  Score: Raw -2424600.002143 + Penalty 3297.195624 = -2421302.806519
  nChanged 743
		SP:Iteration 13Q (90476.120000 sec): 3 clusters
  Score: Raw -2425027.900761 + Penalty 3297.195624 = -2421730.705137
  nChanged 641
		SP:Iteration 14Q (90476.490000 sec): 3 clusters
  Score: Raw -2425365.009314 + Penalty 3297.195624 = -2422067.813690
  nChanged 520
		SP:Iteration 15Q (90476.860000 sec): 3 clusters
  Score: Raw -2425647.790537 + Penalty 3297.195624 = -2422350.594913
  nChanged 489
		SP:Iteration 16Q (90477.200000 sec): 3 clusters
  Score: Raw -2425940.764793 + Penalty 3297.195624 = -2422643.569169
  nChanged 462
		SP:Iteration 17Q (90477.600000 sec): 3 clusters
  Score: Raw -2426220.199897 + Penalty 3297.195624 = -2422923.004272
  nChanged 395
		SP:Iteration 18Q (90478.000000 sec): 3 clusters
  Score: Raw -2426467.708147 + Penalty 3297.195624 = -2423170.512523
  nChanged 325
		SP:Iteration 19Q (90478.350000 sec): 3 clusters
  Score: Raw -2426685.448961 + Penalty 3297.195624 = -2423388.253336
  nChanged 285
		SP:Iteration 20F (90478.700000 sec): 3 clusters
  Score: Raw -2426886.007718 + Penalty 3297.195624 = -2423588.812094
  nChanged 227
		SP:Iteration 21Q (90479.060000 sec): 3 clusters
  Score: Raw -2427025.301985 + Penalty 3297.195624 = -2423728.106361
  nChanged 207
		SP:Iteration 22Q (90479.410000 sec): 3 clusters
  Score: Raw -2427143.343808 + Penalty 3297.195624 = -2423846.148184
  nChanged 166
		SP:Iteration 23Q (90479.770000 sec): 3 clusters
  Score: Raw -2427230.116597 + Penalty 3297.195624 = -2423932.920973
  nChanged 148
		SP:Iteration 24Q (90480.120000 sec): 3 clusters
  Score: Raw -2427291.146525 + Penalty 3297.195624 = -2423993.950901
  nChanged 96
		SP:Iteration 25Q (90480.480000 sec): 3 clusters
  Score: Raw -2427331.524607 + Penalty 3297.195624 = -2424034.328982
  nChanged 82
		SP:Iteration 26Q (90480.870000 sec): 3 clusters
  Score: Raw -2427363.647077 + Penalty 3297.195624 = -2424066.451453
  nChanged 80
		SP:Iteration 27Q (90481.220000 sec): 3 clusters
  Score: Raw -2427393.074254 + Penalty 3297.195624 = -2424095.878630
  nChanged 60
		SP:Iteration 28Q (90481.590000 sec): 3 clusters
  Score: Raw -2427413.169815 + Penalty 3297.195624 = -2424115.974191
  nChanged 62
		SP:Iteration 29Q (90481.990000 sec): 3 clusters
  Score: Raw -2427431.270945 + Penalty 3297.195624 = -2424134.075320
  nChanged 49
		SP:Iteration 30Q (90482.340000 sec): 3 clusters
  Score: Raw -2427444.880783 + Penalty 3297.195624 = -2424147.685159
  nChanged 34
		SP:Iteration 31Q (90482.700000 sec): 3 clusters
  Score: Raw -2427453.762039 + Penalty 3297.195624 = -2424156.566415
  nChanged 31
		SP:Iteration 32Q (90483.060000 sec): 3 clusters
  Score: Raw -2427461.523711 + Penalty 3297.195624 = -2424164.328087
  nChanged 24
		SP:Iteration 33Q (90483.410000 sec): 3 clusters
  Score: Raw -2427466.937747 + Penalty 3297.195624 = -2424169.742123
  nChanged 19
		SP:Iteration 34Q (90483.770000 sec): 3 clusters
  Score: Raw -2427472.052020 + Penalty 3297.195624 = -2424174.856396
  nChanged 20
		SP:Iteration 35Q (90484.120000 sec): 3 clusters
  Score: Raw -2427478.041730 + Penalty 3297.195624 = -2424180.846105
  nChanged 20
		SP:Iteration 36Q (90484.480000 sec): 3 clusters
  Score: Raw -2427484.710079 + Penalty 3297.195624 = -2424187.514455
  nChanged 21
		SP:Iteration 37Q (90484.840000 sec): 3 clusters
  Score: Raw -2427491.577988 + Penalty 3297.195624 = -2424194.382363
  nChanged 19
		SP:Iteration 38Q (90485.190000 sec): 3 clusters
  Score: Raw -2427497.542382 + Penalty 3297.195624 = -2424200.346757
  nChanged 24
		SP:Iteration 39Q (90485.540000 sec): 3 clusters
  Score: Raw -2427502.797991 + Penalty 3297.195624 = -2424205.602366
  nChanged 18
		SP:Iteration 40F (90485.900000 sec): 3 clusters
  Score: Raw -2427506.692320 + Penalty 3297.195624 = -2424209.496695
  nChanged 16
		SP:Iteration 41Q (90486.250000 sec): 3 clusters
  Score: Raw -2427509.952593 + Penalty 3297.195624 = -2424212.756968
  nChanged 13
		SP:Iteration 42Q (90486.610000 sec): 3 clusters
  Score: Raw -2427512.626371 + Penalty 3297.195624 = -2424215.430747
  nChanged 14
		SP:Iteration 43Q (90486.960000 sec): 3 clusters
  Score: Raw -2427515.179265 + Penalty 3297.195624 = -2424217.983641
  nChanged 14
		SP:Iteration 44Q (90487.360000 sec): 3 clusters
  Score: Raw -2427517.515135 + Penalty 3297.195624 = -2424220.319510
  nChanged 8
		SP:Iteration 45Q (90487.720000 sec): 3 clusters
  Score: Raw -2427519.881677 + Penalty 3297.195624 = -2424222.686053
  nChanged 7
		SP:Iteration 46Q (90488.040000 sec): 3 clusters
  Score: Raw -2427521.660900 + Penalty 3297.195624 = -2424224.465276
  nChanged 11
		SP:Iteration 47Q (90488.400000 sec): 3 clusters
  Score: Raw -2427523.628495 + Penalty 3297.195624 = -2424226.432871
  nChanged 9
		SP:Iteration 48Q (90488.760000 sec): 3 clusters
  Score: Raw -2427525.402602 + Penalty 3297.195624 = -2424228.206978
  nChanged 7
		SP:Iteration 49Q (90489.110000 sec): 3 clusters
  Score: Raw -2427526.692805 + Penalty 3297.195624 = -2424229.497181
  nChanged 4
		SP:Iteration 50Q (90489.470000 sec): 3 clusters
  Score: Raw -2427527.348385 + Penalty 3297.195624 = -2424230.152761
  nChanged 1
		SP:Iteration 51Q (90489.860000 sec): 3 clusters
  Score: Raw -2427527.608955 + Penalty 3297.195624 = -2424230.413331
  nChanged 1
		SP:Iteration 52Q (90490.220000 sec): 3 clusters
  Score: Raw -2427527.650685 + Penalty 3297.195624 = -2424230.455060
  nChanged 1
		SP:Iteration 53Q (90490.620000 sec): 3 clusters
  Score: Raw -2427527.778061 + Penalty 3297.195624 = -2424230.582436
  nChanged 1
		SP:Iteration 54Q (90490.980000 sec): 3 clusters
  Score: Raw -2427528.147111 + Penalty 3297.195624 = -2424230.951486
  nChanged 3
		SP:Iteration 55Q (90491.340000 sec): 3 clusters
  Score: Raw -2427528.722529 + Penalty 3297.195624 = -2424231.526905
  nChanged 4
		SP:Iteration 56Q (90491.700000 sec): 3 clusters
  Score: Raw -2427529.388221 + Penalty 3297.195624 = -2424232.192596
  nChanged 3
		SP:Iteration 57Q (90492.030000 sec): 3 clusters
  Score: Raw -2427530.237924 + Penalty 3297.195624 = -2424233.042300
  nChanged 2
		SP:Iteration 58Q (90492.390000 sec): 3 clusters
  Score: Raw -2427530.738448 + Penalty 3297.195624 = -2424233.542823
  nChanged 3
		SP:Iteration 59Q (90492.780000 sec): 3 clusters
  Score: Raw -2427531.167879 + Penalty 3297.195624 = -2424233.972255
  nChanged 1
		SP:Iteration 60F (90493.140000 sec): 3 clusters
  Score: Raw -2427531.445948 + Penalty 3297.195624 = -2424234.250324
  nChanged 2
		SP:Iteration 61Q (90493.530000 sec): 3 clusters
  Score: Raw -2427531.780132 + Penalty 3297.195624 = -2424234.584508
  nChanged 1
		SP:Iteration 62Q (90493.840000 sec): 3 clusters
  Score: Raw -2427531.819419 + Penalty 3297.195624 = -2424234.623795
  nChanged 1
		SP:Iteration 63Q (90494.120000 sec): 3 clusters
  Score: Raw -2427531.909056 + Penalty 3297.195624 = -2424234.713432
  nChanged 0
		SP:Iteration 64F (90494.440000 sec): 3 clusters
  Score: Raw -2427531.909056 + Penalty 3297.195624 = -2424234.713432
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (7101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90494.560000 sec): 2 clusters
  Score: Raw -606377.619593 + Penalty 1441.048521 = -604936.571072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90494.780000 sec): 3 clusters
  Score: Raw -602544.066404 + Penalty 2882.097042 = -599661.969362
  nChanged 2934
		SP:Iteration 1F (90494.980000 sec): 3 clusters
  Score: Raw -604486.437380 + Penalty 2882.097042 = -601604.340338
  nChanged 723
		SP:Iteration 2F (90495.180000 sec): 3 clusters
  Score: Raw -605138.739120 + Penalty 2882.097042 = -602256.642079
  nChanged 570
		SP:Iteration 3F (90495.380000 sec): 3 clusters
  Score: Raw -605624.625729 + Penalty 2882.097042 = -602742.528687
  nChanged 477
		SP:Iteration 4F (90495.580000 sec): 3 clusters
  Score: Raw -605983.463638 + Penalty 2882.097042 = -603101.366596
  nChanged 352
		SP:Iteration 5Q (90495.870000 sec): 3 clusters
  Score: Raw -606218.247584 + Penalty 2882.097042 = -603336.150542
  nChanged 268
		SP:Iteration 6Q (90496.080000 sec): 3 clusters
  Score: Raw -606391.133960 + Penalty 2882.097042 = -603509.036918
  nChanged 211
		SP:Iteration 7Q (90496.280000 sec): 3 clusters
  Score: Raw -606511.348190 + Penalty 2882.097042 = -603629.251148
  nChanged 187
		SP:Iteration 8Q (90496.490000 sec): 3 clusters
  Score: Raw -606605.324883 + Penalty 2882.097042 = -603723.227841
  nChanged 136
		SP:Iteration 9Q (90496.690000 sec): 3 clusters
  Score: Raw -606671.209460 + Penalty 2882.097042 = -603789.112418
  nChanged 128
		SP:Iteration 10Q (90496.890000 sec): 3 clusters
  Score: Raw -606729.577426 + Penalty 2882.097042 = -603847.480384
  nChanged 101
		SP:Iteration 11Q (90497.090000 sec): 3 clusters
  Score: Raw -606768.015868 + Penalty 2882.097042 = -603885.918826
  nChanged 88
		SP:Iteration 12Q (90497.290000 sec): 3 clusters
  Score: Raw -606800.743815 + Penalty 2882.097042 = -603918.646773
  nChanged 93
		SP:Iteration 13Q (90497.490000 sec): 3 clusters
  Score: Raw -606833.579700 + Penalty 2882.097042 = -603951.482658
  nChanged 63
		SP:Iteration 14Q (90497.690000 sec): 3 clusters
  Score: Raw -606856.931663 + Penalty 2882.097042 = -603974.834621
  nChanged 68
		SP:Iteration 15Q (90497.890000 sec): 3 clusters
  Score: Raw -606875.190720 + Penalty 2882.097042 = -603993.093678
  nChanged 44
		SP:Iteration 16Q (90498.090000 sec): 3 clusters
  Score: Raw -606887.109219 + Penalty 2882.097042 = -604005.012177
  nChanged 51
		SP:Iteration 17Q (90498.290000 sec): 3 clusters
  Score: Raw -606899.884633 + Penalty 2882.097042 = -604017.787591
  nChanged 40
		SP:Iteration 18Q (90498.450000 sec): 3 clusters
  Score: Raw -606910.598909 + Penalty 2882.097042 = -604028.501867
  nChanged 40
		SP:Iteration 19Q (90498.660000 sec): 3 clusters
  Score: Raw -606920.189220 + Penalty 2882.097042 = -604038.092178
  nChanged 30
		SP:Iteration 20F (90498.860000 sec): 3 clusters
  Score: Raw -606929.212544 + Penalty 2882.097042 = -604047.115502
  nChanged 36
		SP:Iteration 21Q (90499.060000 sec): 3 clusters
  Score: Raw -606940.265740 + Penalty 2882.097042 = -604058.168698
  nChanged 38
		SP:Iteration 22Q (90499.220000 sec): 3 clusters
  Score: Raw -606953.661329 + Penalty 2882.097042 = -604071.564287
  nChanged 37
		SP:Iteration 23Q (90499.340000 sec): 3 clusters
  Score: Raw -606967.799868 + Penalty 2882.097042 = -604085.702826
  nChanged 41
		SP:Iteration 24Q (90499.450000 sec): 3 clusters
  Score: Raw -606979.798379 + Penalty 2882.097042 = -604097.701337
  nChanged 39
		SP:Iteration 25Q (90499.560000 sec): 3 clusters
  Score: Raw -606994.652274 + Penalty 2882.097042 = -604112.555232
  nChanged 39
		SP:Iteration 26Q (90499.670000 sec): 3 clusters
  Score: Raw -607008.180582 + Penalty 2882.097042 = -604126.083540
  nChanged 41
		SP:Iteration 27Q (90499.780000 sec): 3 clusters
  Score: Raw -607020.825115 + Penalty 2882.097042 = -604138.728074
  nChanged 46
		SP:Iteration 28Q (90499.890000 sec): 3 clusters
  Score: Raw -607037.033325 + Penalty 2882.097042 = -604154.936283
  nChanged 45
		SP:Iteration 29Q (90500.000000 sec): 3 clusters
  Score: Raw -607050.635956 + Penalty 2882.097042 = -604168.538914
  nChanged 44
		SP:Iteration 30Q (90500.120000 sec): 3 clusters
  Score: Raw -607065.914363 + Penalty 2882.097042 = -604183.817321
  nChanged 41
		SP:Iteration 31Q (90500.330000 sec): 3 clusters
  Score: Raw -607080.299642 + Penalty 2882.097042 = -604198.202600
  nChanged 38
		SP:Iteration 32Q (90500.530000 sec): 3 clusters
  Score: Raw -607093.564874 + Penalty 2882.097042 = -604211.467832
  nChanged 36
		SP:Iteration 33Q (90500.640000 sec): 3 clusters
  Score: Raw -607105.325296 + Penalty 2882.097042 = -604223.228254
  nChanged 31
		SP:Iteration 34Q (90500.750000 sec): 3 clusters
  Score: Raw -607115.321551 + Penalty 2882.097042 = -604233.224509
  nChanged 40
		SP:Iteration 35Q (90500.860000 sec): 3 clusters
  Score: Raw -607129.506611 + Penalty 2882.097042 = -604247.409569
  nChanged 36
		SP:Iteration 36Q (90500.970000 sec): 3 clusters
  Score: Raw -607139.688060 + Penalty 2882.097042 = -604257.591018
  nChanged 24
		SP:Iteration 37Q (90501.080000 sec): 3 clusters
  Score: Raw -607144.985763 + Penalty 2882.097042 = -604262.888721
  nChanged 13
		SP:Iteration 38Q (90501.190000 sec): 3 clusters
  Score: Raw -607148.103486 + Penalty 2882.097042 = -604266.006444
  nChanged 14
		SP:Iteration 39Q (90501.310000 sec): 3 clusters
  Score: Raw -607150.388654 + Penalty 2882.097042 = -604268.291613
  nChanged 8
		SP:Iteration 40F (90501.430000 sec): 3 clusters
  Score: Raw -607152.180856 + Penalty 2882.097042 = -604270.083814
  nChanged 12
		SP:Iteration 41Q (90501.550000 sec): 3 clusters
  Score: Raw -607155.219741 + Penalty 2882.097042 = -604273.122699
  nChanged 11
		SP:Iteration 42Q (90501.670000 sec): 3 clusters
  Score: Raw -607157.602506 + Penalty 2882.097042 = -604275.505464
  nChanged 8
		SP:Iteration 43Q (90501.790000 sec): 3 clusters
  Score: Raw -607159.257807 + Penalty 2882.097042 = -604277.160765
  nChanged 8
		SP:Iteration 44Q (90501.910000 sec): 3 clusters
  Score: Raw -607160.769520 + Penalty 2882.097042 = -604278.672478
  nChanged 9
		SP:Iteration 45Q (90502.120000 sec): 3 clusters
  Score: Raw -607162.666504 + Penalty 2882.097042 = -604280.569462
  nChanged 7
		SP:Iteration 46Q (90502.320000 sec): 3 clusters
  Score: Raw -607165.371162 + Penalty 2882.097042 = -604283.274120
  nChanged 12
		SP:Iteration 47Q (90502.520000 sec): 3 clusters
  Score: Raw -607169.293487 + Penalty 2882.097042 = -604287.196446
  nChanged 10
		SP:Iteration 48Q (90502.730000 sec): 3 clusters
  Score: Raw -607172.900528 + Penalty 2882.097042 = -604290.803486
  nChanged 11
		SP:Iteration 49Q (90502.930000 sec): 3 clusters
  Score: Raw -607175.634698 + Penalty 2882.097042 = -604293.537656
  nChanged 11
		SP:Iteration 50Q (90503.130000 sec): 3 clusters
  Score: Raw -607179.048870 + Penalty 2882.097042 = -604296.951828
  nChanged 15
		SP:Iteration 51Q (90503.330000 sec): 3 clusters
  Score: Raw -607182.809821 + Penalty 2882.097042 = -604300.712780
  nChanged 10
		SP:Iteration 52Q (90503.530000 sec): 3 clusters
  Score: Raw -607185.136895 + Penalty 2882.097042 = -604303.039853
  nChanged 11
		SP:Iteration 53Q (90503.740000 sec): 3 clusters
  Score: Raw -607186.993780 + Penalty 2882.097042 = -604304.896738
  nChanged 7
		SP:Iteration 54Q (90503.940000 sec): 3 clusters
  Score: Raw -607188.735957 + Penalty 2882.097042 = -604306.638915
  nChanged 6
		SP:Iteration 55Q (90504.140000 sec): 3 clusters
  Score: Raw -607189.933110 + Penalty 2882.097042 = -604307.836068
  nChanged 6
		SP:Iteration 56Q (90504.350000 sec): 3 clusters
  Score: Raw -607191.675504 + Penalty 2882.097042 = -604309.578462
  nChanged 7
		SP:Iteration 57Q (90504.560000 sec): 3 clusters
  Score: Raw -607193.604184 + Penalty 2882.097042 = -604311.507142
  nChanged 8
		SP:Iteration 58Q (90504.770000 sec): 3 clusters
  Score: Raw -607195.487540 + Penalty 2882.097042 = -604313.390499
  nChanged 7
		SP:Iteration 59Q (90504.970000 sec): 3 clusters
  Score: Raw -607197.322658 + Penalty 2882.097042 = -604315.225616
  nChanged 6
		SP:Iteration 60F (90505.170000 sec): 3 clusters
  Score: Raw -607198.926551 + Penalty 2882.097042 = -604316.829509
  nChanged 7
		SP:Iteration 61Q (90505.370000 sec): 3 clusters
  Score: Raw -607200.999747 + Penalty 2882.097042 = -604318.902705
  nChanged 9
		SP:Iteration 62Q (90505.580000 sec): 3 clusters
  Score: Raw -607203.162443 + Penalty 2882.097042 = -604321.065401
  nChanged 14
		SP:Iteration 63Q (90505.780000 sec): 3 clusters
  Score: Raw -607206.458652 + Penalty 2882.097042 = -604324.361611
  nChanged 9
		SP:Iteration 64Q (90506.020000 sec): 3 clusters
  Score: Raw -607208.280428 + Penalty 2882.097042 = -604326.183386
  nChanged 9
		SP:Iteration 65Q (90506.230000 sec): 3 clusters
  Score: Raw -607210.404747 + Penalty 2882.097042 = -604328.307705
  nChanged 3
		SP:Iteration 66Q (90506.430000 sec): 3 clusters
  Score: Raw -607210.691069 + Penalty 2882.097042 = -604328.594027
  nChanged 0
		SP:Iteration 67F (90506.630000 sec): 3 clusters
  Score: Raw -607210.691069 + Penalty 2882.097042 = -604328.594027
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (5939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90506.740000 sec): 2 clusters
  Score: Raw -406245.352209 + Penalty 1412.010608 = -404833.341601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90506.940000 sec): 3 clusters
  Score: Raw -403077.811596 + Penalty 2824.021216 = -400253.790380
  nChanged 2511
		SP:Iteration 1F (90507.150000 sec): 3 clusters
  Score: Raw -404642.697908 + Penalty 2824.021216 = -401818.676692
  nChanged 539
		SP:Iteration 2F (90507.370000 sec): 3 clusters
  Score: Raw -405024.187159 + Penalty 2824.021216 = -402200.165944
  nChanged 422
		SP:Iteration 3F (90507.550000 sec): 3 clusters
  Score: Raw -405325.530927 + Penalty 2824.021216 = -402501.509712
  nChanged 345
		SP:Iteration 4F (90507.770000 sec): 3 clusters
  Score: Raw -405573.967438 + Penalty 2824.021216 = -402749.946222
  nChanged 302
		SP:Iteration 5F (90507.930000 sec): 3 clusters
  Score: Raw -405798.040376 + Penalty 2824.021216 = -402974.019160
  nChanged 278
		SP:Iteration 6Q (90508.110000 sec): 3 clusters
  Score: Raw -406003.805989 + Penalty 2824.021216 = -403179.784773
  nChanged 230
		SP:Iteration 7Q (90508.400000 sec): 3 clusters
  Score: Raw -406157.483099 + Penalty 2824.021216 = -403333.461883
  nChanged 208
		SP:Iteration 8Q (90508.520000 sec): 3 clusters
  Score: Raw -406278.274402 + Penalty 2824.021216 = -403454.253186
  nChanged 170
		SP:Iteration 9Q (90508.680000 sec): 3 clusters
  Score: Raw -406374.675231 + Penalty 2824.021216 = -403550.654015
  nChanged 132
		SP:Iteration 10Q (90508.830000 sec): 3 clusters
  Score: Raw -406439.706358 + Penalty 2824.021216 = -403615.685142
  nChanged 112
		SP:Iteration 11Q (90509.010000 sec): 3 clusters
  Score: Raw -406488.690512 + Penalty 2824.021216 = -403664.669296
  nChanged 103
		SP:Iteration 12Q (90509.180000 sec): 3 clusters
  Score: Raw -406531.645607 + Penalty 2824.021216 = -403707.624392
  nChanged 80
		SP:Iteration 13Q (90509.330000 sec): 3 clusters
  Score: Raw -406557.768444 + Penalty 2824.021216 = -403733.747229
  nChanged 64
		SP:Iteration 14Q (90509.480000 sec): 3 clusters
  Score: Raw -406580.944076 + Penalty 2824.021216 = -403756.922861
  nChanged 51
		SP:Iteration 15Q (90509.630000 sec): 3 clusters
  Score: Raw -406596.956279 + Penalty 2824.021216 = -403772.935063
  nChanged 56
		SP:Iteration 16Q (90509.790000 sec): 3 clusters
  Score: Raw -406616.111050 + Penalty 2824.021216 = -403792.089835
  nChanged 53
		SP:Iteration 17Q (90509.940000 sec): 3 clusters
  Score: Raw -406632.494952 + Penalty 2824.021216 = -403808.473737
  nChanged 46
		SP:Iteration 18Q (90510.100000 sec): 3 clusters
  Score: Raw -406646.595207 + Penalty 2824.021216 = -403822.573992
  nChanged 31
		SP:Iteration 19Q (90510.250000 sec): 3 clusters
  Score: Raw -406655.485059 + Penalty 2824.021216 = -403831.463844
  nChanged 30
		SP:Iteration 20F (90510.400000 sec): 3 clusters
  Score: Raw -406663.656358 + Penalty 2824.021216 = -403839.635143
  nChanged 20
		SP:Iteration 21Q (90510.550000 sec): 3 clusters
  Score: Raw -406667.216542 + Penalty 2824.021216 = -403843.195327
  nChanged 14
		SP:Iteration 22Q (90510.740000 sec): 3 clusters
  Score: Raw -406670.282018 + Penalty 2824.021216 = -403846.260803
  nChanged 13
		SP:Iteration 23Q (90510.940000 sec): 3 clusters
  Score: Raw -406673.581169 + Penalty 2824.021216 = -403849.559954
  nChanged 14
		SP:Iteration 24Q (90511.160000 sec): 3 clusters
  Score: Raw -406676.930755 + Penalty 2824.021216 = -403852.909539
  nChanged 16
		SP:Iteration 25Q (90511.330000 sec): 3 clusters
  Score: Raw -406680.777219 + Penalty 2824.021216 = -403856.756003
  nChanged 18
		SP:Iteration 26Q (90511.540000 sec): 3 clusters
  Score: Raw -406684.031297 + Penalty 2824.021216 = -403860.010081
  nChanged 18
		SP:Iteration 27Q (90511.710000 sec): 3 clusters
  Score: Raw -406686.967052 + Penalty 2824.021216 = -403862.945836
  nChanged 13
		SP:Iteration 28Q (90511.920000 sec): 3 clusters
  Score: Raw -406689.840482 + Penalty 2824.021216 = -403865.819267
  nChanged 13
		SP:Iteration 29Q (90512.090000 sec): 3 clusters
  Score: Raw -406693.356442 + Penalty 2824.021216 = -403869.335226
  nChanged 5
		SP:Iteration 30Q (90512.250000 sec): 3 clusters
  Score: Raw -406694.201972 + Penalty 2824.021216 = -403870.180757
  nChanged 7
		SP:Iteration 31Q (90512.360000 sec): 3 clusters
  Score: Raw -406695.075264 + Penalty 2824.021216 = -403871.054049
  nChanged 3
		SP:Iteration 32Q (90512.460000 sec): 3 clusters
  Score: Raw -406695.952258 + Penalty 2824.021216 = -403871.931043
  nChanged 3
		SP:Iteration 33Q (90512.550000 sec): 3 clusters
  Score: Raw -406696.738344 + Penalty 2824.021216 = -403872.717129
  nChanged 5
		SP:Iteration 34Q (90512.660000 sec): 3 clusters
  Score: Raw -406697.794142 + Penalty 2824.021216 = -403873.772927
  nChanged 2
		SP:Iteration 35Q (90512.760000 sec): 3 clusters
  Score: Raw -406698.105960 + Penalty 2824.021216 = -403874.084745
  nChanged 2
		SP:Iteration 36Q (90512.970000 sec): 3 clusters
  Score: Raw -406698.394224 + Penalty 2824.021216 = -403874.373009
  nChanged 2
		SP:Iteration 37Q (90513.190000 sec): 3 clusters
  Score: Raw -406698.629279 + Penalty 2824.021216 = -403874.608063
  nChanged 1
		SP:Iteration 38Q (90513.370000 sec): 3 clusters
  Score: Raw -406698.745018 + Penalty 2824.021216 = -403874.723803
  nChanged 0
		SP:Iteration 39F (90513.570000 sec): 3 clusters
  Score: Raw -406698.745018 + Penalty 2824.021216 = -403874.723803
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90513.690000 sec): 2 clusters
  Score: Raw -99705.076723 + Penalty 1147.327409 = -98557.749313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90513.840000 sec): 3 clusters
  Score: Raw -99303.970471 + Penalty 2294.654819 = -97009.315652
  nChanged 367
		SP:Iteration 1F (90514.000000 sec): 3 clusters
  Score: Raw -99611.809136 + Penalty 2294.654819 = -97317.154317
  nChanged 97
		SP:Iteration 2F (90514.150000 sec): 3 clusters
  Score: Raw -99706.636875 + Penalty 2294.654819 = -97411.982056
  nChanged 53
		SP:Iteration 3Q (90514.270000 sec): 3 clusters
  Score: Raw -99756.422847 + Penalty 2294.654819 = -97461.768028
  nChanged 39
		SP:Iteration 4Q (90514.430000 sec): 3 clusters
  Score: Raw -99799.341600 + Penalty 2294.654819 = -97504.686781
  nChanged 29
		SP:Iteration 5Q (90514.590000 sec): 3 clusters
  Score: Raw -99835.221732 + Penalty 2294.654819 = -97540.566913
  nChanged 40
		SP:Iteration 6Q (90514.750000 sec): 3 clusters
  Score: Raw -99882.714539 + Penalty 2294.654819 = -97588.059720
  nChanged 29
		SP:Iteration 7Q (90514.910000 sec): 3 clusters
  Score: Raw -99914.826227 + Penalty 2294.654819 = -97620.171408
  nChanged 19
		SP:Iteration 8Q (90515.070000 sec): 3 clusters
  Score: Raw -99932.411318 + Penalty 2294.654819 = -97637.756499
  nChanged 20
		SP:Iteration 9Q (90515.230000 sec): 3 clusters
  Score: Raw -99952.171974 + Penalty 2294.654819 = -97657.517155
  nChanged 6
		SP:Iteration 10Q (90515.400000 sec): 3 clusters
  Score: Raw -99957.606709 + Penalty 2294.654819 = -97662.951890
  nChanged 6
		SP:Iteration 11Q (90515.580000 sec): 3 clusters
  Score: Raw -99964.101800 + Penalty 2294.654819 = -97669.446982
  nChanged 7
		SP:Iteration 12Q (90515.750000 sec): 3 clusters
  Score: Raw -99974.518913 + Penalty 2294.654819 = -97679.864094
  nChanged 8
		SP:Iteration 13Q (90515.810000 sec): 3 clusters
  Score: Raw -99981.108108 + Penalty 2294.654819 = -97686.453289
  nChanged 8
		SP:Iteration 14Q (90515.830000 sec): 3 clusters
  Score: Raw -99987.682049 + Penalty 2294.654819 = -97693.027230
  nChanged 11
		SP:Iteration 15Q (90515.860000 sec): 3 clusters
  Score: Raw -99999.431912 + Penalty 2294.654819 = -97704.777093
  nChanged 10
		SP:Iteration 16Q (90515.880000 sec): 3 clusters
  Score: Raw -100006.850171 + Penalty 2294.654819 = -97712.195352
  nChanged 9
		SP:Iteration 17Q (90515.910000 sec): 3 clusters
  Score: Raw -100016.458644 + Penalty 2294.654819 = -97721.803825
  nChanged 14
		SP:Iteration 18Q (90515.930000 sec): 3 clusters
  Score: Raw -100035.906003 + Penalty 2294.654819 = -97741.251184
  nChanged 18
		SP:Iteration 19Q (90515.960000 sec): 3 clusters
  Score: Raw -100057.647880 + Penalty 2294.654819 = -97762.993061
  nChanged 26
		SP:Iteration 20F (90515.980000 sec): 3 clusters
  Score: Raw -100082.721812 + Penalty 2294.654819 = -97788.066993
  nChanged 20
		SP:Iteration 21Q (90516.010000 sec): 3 clusters
  Score: Raw -100108.009122 + Penalty 2294.654819 = -97813.354303
  nChanged 19
		SP:Iteration 22Q (90516.030000 sec): 3 clusters
  Score: Raw -100131.217350 + Penalty 2294.654819 = -97836.562531
  nChanged 21
		SP:Iteration 23Q (90516.060000 sec): 3 clusters
  Score: Raw -100150.781683 + Penalty 2294.654819 = -97856.126864
  nChanged 8
		SP:Iteration 24Q (90516.080000 sec): 3 clusters
  Score: Raw -100157.504624 + Penalty 2294.654819 = -97862.849805
  nChanged 6
		SP:Iteration 25Q (90516.110000 sec): 3 clusters
  Score: Raw -100164.551319 + Penalty 2294.654819 = -97869.896500
  nChanged 9
		SP:Iteration 26Q (90516.130000 sec): 3 clusters
  Score: Raw -100172.347540 + Penalty 2294.654819 = -97877.692721
  nChanged 4
		SP:Iteration 27Q (90516.150000 sec): 3 clusters
  Score: Raw -100174.357779 + Penalty 2294.654819 = -97879.702960
  nChanged 2
		SP:Iteration 28Q (90516.180000 sec): 3 clusters
  Score: Raw -100177.334752 + Penalty 2294.654819 = -97882.679933
  nChanged 1
		SP:Iteration 29Q (90516.210000 sec): 3 clusters
  Score: Raw -100178.207847 + Penalty 2294.654819 = -97883.553028
  nChanged 2
		SP:Iteration 30Q (90516.230000 sec): 3 clusters
  Score: Raw -100179.088057 + Penalty 2294.654819 = -97884.433238
  nChanged 0
		SP:Iteration 31F (90516.250000 sec): 3 clusters
  Score: Raw -100179.088057 + Penalty 2294.654819 = -97884.433238
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (10455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90516.380000 sec): 2 clusters
  Score: Raw -883954.473153 + Penalty 1503.910787 = -882450.562366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90516.600000 sec): 3 clusters
  Score: Raw -878061.268056 + Penalty 3007.821574 = -875053.446482
  nChanged 4543
		SP:Iteration 1F (90516.820000 sec): 3 clusters
  Score: Raw -880969.603845 + Penalty 3007.821574 = -877961.782272
  nChanged 965
		SP:Iteration 2F (90517.050000 sec): 3 clusters
  Score: Raw -881880.915377 + Penalty 3007.821574 = -878873.093803
  nChanged 939
		SP:Iteration 3F (90517.270000 sec): 3 clusters
  Score: Raw -882763.269518 + Penalty 3007.821574 = -879755.447944
  nChanged 812
		SP:Iteration 4F (90517.490000 sec): 3 clusters
  Score: Raw -883375.086329 + Penalty 3007.821574 = -880367.264755
  nChanged 622
		SP:Iteration 5F (90517.710000 sec): 3 clusters
  Score: Raw -883735.679276 + Penalty 3007.821574 = -880727.857702
  nChanged 440
		SP:Iteration 6Q (90517.930000 sec): 3 clusters
  Score: Raw -883924.112529 + Penalty 3007.821574 = -880916.290956
  nChanged 312
		SP:Iteration 7Q (90518.110000 sec): 3 clusters
  Score: Raw -884024.523855 + Penalty 3007.821574 = -881016.702282
  nChanged 210
		SP:Iteration 8Q (90518.380000 sec): 3 clusters
  Score: Raw -884083.494689 + Penalty 3007.821574 = -881075.673115
  nChanged 133
		SP:Iteration 9Q (90518.600000 sec): 3 clusters
  Score: Raw -884113.309225 + Penalty 3007.821574 = -881105.487651
  nChanged 97
		SP:Iteration 10Q (90518.830000 sec): 3 clusters
  Score: Raw -884137.363226 + Penalty 3007.821574 = -881129.541652
  nChanged 81
		SP:Iteration 11Q (90519.050000 sec): 3 clusters
  Score: Raw -884152.939621 + Penalty 3007.821574 = -881145.118047
  nChanged 67
		SP:Iteration 12Q (90519.270000 sec): 3 clusters
  Score: Raw -884164.095553 + Penalty 3007.821574 = -881156.273979
  nChanged 46
		SP:Iteration 13Q (90519.490000 sec): 3 clusters
  Score: Raw -884171.230688 + Penalty 3007.821574 = -881163.409115
  nChanged 45
		SP:Iteration 14Q (90519.710000 sec): 3 clusters
  Score: Raw -884177.208534 + Penalty 3007.821574 = -881169.386960
  nChanged 26
		SP:Iteration 15Q (90519.930000 sec): 3 clusters
  Score: Raw -884180.967037 + Penalty 3007.821574 = -881173.145463
  nChanged 26
		SP:Iteration 16Q (90520.150000 sec): 3 clusters
  Score: Raw -884184.614219 + Penalty 3007.821574 = -881176.792645
  nChanged 31
		SP:Iteration 17Q (90520.370000 sec): 3 clusters
  Score: Raw -884188.469322 + Penalty 3007.821574 = -881180.647748
  nChanged 22
		SP:Iteration 18Q (90520.600000 sec): 3 clusters
  Score: Raw -884191.068865 + Penalty 3007.821574 = -881183.247291
  nChanged 24
		SP:Iteration 19Q (90520.820000 sec): 3 clusters
  Score: Raw -884193.975256 + Penalty 3007.821574 = -881186.153682
  nChanged 27
		SP:Iteration 20F (90521.040000 sec): 3 clusters
  Score: Raw -884197.634832 + Penalty 3007.821574 = -881189.813258
  nChanged 25
		SP:Iteration 21Q (90521.260000 sec): 3 clusters
  Score: Raw -884200.716464 + Penalty 3007.821574 = -881192.894890
  nChanged 25
		SP:Iteration 22Q (90521.480000 sec): 3 clusters
  Score: Raw -884203.498101 + Penalty 3007.821574 = -881195.676527
  nChanged 23
		SP:Iteration 23Q (90521.700000 sec): 3 clusters
  Score: Raw -884206.718581 + Penalty 3007.821574 = -881198.897007
  nChanged 28
		SP:Iteration 24Q (90521.930000 sec): 3 clusters
  Score: Raw -884210.369521 + Penalty 3007.821574 = -881202.547947
  nChanged 23
		SP:Iteration 25Q (90522.150000 sec): 3 clusters
  Score: Raw -884213.569130 + Penalty 3007.821574 = -881205.747556
  nChanged 21
		SP:Iteration 26Q (90522.370000 sec): 3 clusters
  Score: Raw -884216.117304 + Penalty 3007.821574 = -881208.295730
  nChanged 27
		SP:Iteration 27Q (90522.590000 sec): 3 clusters
  Score: Raw -884219.346609 + Penalty 3007.821574 = -881211.525035
  nChanged 25
		SP:Iteration 28Q (90522.730000 sec): 3 clusters
  Score: Raw -884222.503329 + Penalty 3007.821574 = -881214.681755
  nChanged 27
		SP:Iteration 29Q (90522.990000 sec): 3 clusters
  Score: Raw -884225.556212 + Penalty 3007.821574 = -881217.734638
  nChanged 23
		SP:Iteration 30Q (90523.220000 sec): 3 clusters
  Score: Raw -884227.795398 + Penalty 3007.821574 = -881219.973825
  nChanged 13
		SP:Iteration 31Q (90523.490000 sec): 3 clusters
  Score: Raw -884229.176719 + Penalty 3007.821574 = -881221.355145
  nChanged 10
		SP:Iteration 32Q (90523.710000 sec): 3 clusters
  Score: Raw -884229.962527 + Penalty 3007.821574 = -881222.140953
  nChanged 9
		SP:Iteration 33Q (90523.930000 sec): 3 clusters
  Score: Raw -884231.086160 + Penalty 3007.821574 = -881223.264586
  nChanged 9
		SP:Iteration 34Q (90524.200000 sec): 3 clusters
  Score: Raw -884231.794430 + Penalty 3007.821574 = -881223.972856
  nChanged 8
		SP:Iteration 35Q (90524.460000 sec): 3 clusters
  Score: Raw -884232.929119 + Penalty 3007.821574 = -881225.107545
  nChanged 16
		SP:Iteration 36Q (90524.720000 sec): 3 clusters
  Score: Raw -884235.070556 + Penalty 3007.821574 = -881227.248982
  nChanged 18
		SP:Iteration 37Q (90524.940000 sec): 3 clusters
  Score: Raw -884237.386630 + Penalty 3007.821574 = -881229.565056
  nChanged 19
		SP:Iteration 38Q (90525.160000 sec): 3 clusters
  Score: Raw -884240.572408 + Penalty 3007.821574 = -881232.750835
  nChanged 22
		SP:Iteration 39Q (90525.380000 sec): 3 clusters
  Score: Raw -884243.031215 + Penalty 3007.821574 = -881235.209641
  nChanged 21
		SP:Iteration 40F (90525.590000 sec): 3 clusters
  Score: Raw -884245.227058 + Penalty 3007.821574 = -881237.405484
  nChanged 16
		SP:Iteration 41Q (90525.820000 sec): 3 clusters
  Score: Raw -884246.802189 + Penalty 3007.821574 = -881238.980615
  nChanged 11
		SP:Iteration 42Q (90526.040000 sec): 3 clusters
  Score: Raw -884247.578349 + Penalty 3007.821574 = -881239.756775
  nChanged 8
		SP:Iteration 43Q (90526.250000 sec): 3 clusters
  Score: Raw -884248.497074 + Penalty 3007.821574 = -881240.675500
  nChanged 13
		SP:Iteration 44Q (90526.470000 sec): 3 clusters
  Score: Raw -884249.820416 + Penalty 3007.821574 = -881241.998842
  nChanged 12
		SP:Iteration 45Q (90526.690000 sec): 3 clusters
  Score: Raw -884250.886878 + Penalty 3007.821574 = -881243.065304
  nChanged 7
		SP:Iteration 46Q (90526.910000 sec): 3 clusters
  Score: Raw -884251.655869 + Penalty 3007.821574 = -881243.834295
  nChanged 8
		SP:Iteration 47Q (90527.130000 sec): 3 clusters
  Score: Raw -884252.525193 + Penalty 3007.821574 = -881244.703619
  nChanged 10
		SP:Iteration 48Q (90527.350000 sec): 3 clusters
  Score: Raw -884253.525094 + Penalty 3007.821574 = -881245.703520
  nChanged 9
		SP:Iteration 49Q (90527.570000 sec): 3 clusters
  Score: Raw -884254.267639 + Penalty 3007.821574 = -881246.446065
  nChanged 8
		SP:Iteration 50Q (90527.790000 sec): 3 clusters
  Score: Raw -884254.831393 + Penalty 3007.821574 = -881247.009819
  nChanged 4
		SP:Iteration 51Q (90528.010000 sec): 3 clusters
  Score: Raw -884255.084839 + Penalty 3007.821574 = -881247.263265
  nChanged 4
		SP:Iteration 52Q (90528.240000 sec): 3 clusters
  Score: Raw -884255.217119 + Penalty 3007.821574 = -881247.395545
  nChanged 2
		SP:Iteration 53Q (90528.460000 sec): 3 clusters
  Score: Raw -884255.365015 + Penalty 3007.821574 = -881247.543441
  nChanged 3
		SP:Iteration 54Q (90528.680000 sec): 3 clusters
  Score: Raw -884255.594914 + Penalty 3007.821574 = -881247.773340
  nChanged 6
		SP:Iteration 55Q (90528.900000 sec): 3 clusters
  Score: Raw -884256.122409 + Penalty 3007.821574 = -881248.300835
  nChanged 10
		SP:Iteration 56Q (90529.110000 sec): 3 clusters
  Score: Raw -884257.738275 + Penalty 3007.821574 = -881249.916701
  nChanged 15
		SP:Iteration 57Q (90529.330000 sec): 3 clusters
  Score: Raw -884259.578700 + Penalty 3007.821574 = -881251.757126
  nChanged 16
		SP:Iteration 58Q (90529.550000 sec): 3 clusters
  Score: Raw -884261.261563 + Penalty 3007.821574 = -881253.439989
  nChanged 18
		SP:Iteration 59Q (90529.770000 sec): 3 clusters
  Score: Raw -884263.112015 + Penalty 3007.821574 = -881255.290441
  nChanged 16
		SP:Iteration 60F (90530.000000 sec): 3 clusters
  Score: Raw -884264.896747 + Penalty 3007.821574 = -881257.075174
  nChanged 13
		SP:Iteration 61Q (90530.210000 sec): 3 clusters
  Score: Raw -884266.260610 + Penalty 3007.821574 = -881258.439037
  nChanged 10
		SP:Iteration 62Q (90530.430000 sec): 3 clusters
  Score: Raw -884267.185750 + Penalty 3007.821574 = -881259.364176
  nChanged 5
		SP:Iteration 63Q (90530.640000 sec): 3 clusters
  Score: Raw -884267.554529 + Penalty 3007.821574 = -881259.732955
  nChanged 4
		SP:Iteration 64Q (90530.860000 sec): 3 clusters
  Score: Raw -884268.071231 + Penalty 3007.821574 = -881260.249657
  nChanged 7
		SP:Iteration 65Q (90531.080000 sec): 3 clusters
  Score: Raw -884269.122199 + Penalty 3007.821574 = -881261.300625
  nChanged 11
		SP:Iteration 66Q (90531.310000 sec): 3 clusters
  Score: Raw -884270.190247 + Penalty 3007.821574 = -881262.368674
  nChanged 12
		SP:Iteration 67Q (90531.530000 sec): 3 clusters
  Score: Raw -884271.452363 + Penalty 3007.821574 = -881263.630789
  nChanged 13
		SP:Iteration 68Q (90531.750000 sec): 3 clusters
  Score: Raw -884273.065642 + Penalty 3007.821574 = -881265.244068
  nChanged 11
		SP:Iteration 69Q (90531.960000 sec): 3 clusters
  Score: Raw -884274.337492 + Penalty 3007.821574 = -881266.515918
  nChanged 14
		SP:Iteration 70Q (90532.180000 sec): 3 clusters
  Score: Raw -884275.644181 + Penalty 3007.821574 = -881267.822607
  nChanged 18
		SP:Iteration 71Q (90532.400000 sec): 3 clusters
  Score: Raw -884277.138299 + Penalty 3007.821574 = -881269.316725
  nChanged 10
		SP:Iteration 72Q (90532.620000 sec): 3 clusters
  Score: Raw -884277.629980 + Penalty 3007.821574 = -881269.808407
  nChanged 2
		SP:Iteration 73Q (90532.840000 sec): 3 clusters
  Score: Raw -884277.711888 + Penalty 3007.821574 = -881269.890314
  nChanged 1
		SP:Iteration 74Q (90533.060000 sec): 3 clusters
  Score: Raw -884277.783363 + Penalty 3007.821574 = -881269.961789
  nChanged 2
		SP:Iteration 75Q (90533.280000 sec): 3 clusters
  Score: Raw -884277.867936 + Penalty 3007.821574 = -881270.046362
  nChanged 0
		SP:Iteration 76F (90533.590000 sec): 3 clusters
  Score: Raw -884277.867936 + Penalty 3007.821574 = -881270.046362
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90533.620000 sec): 2 clusters
  Score: Raw -66768.082527 + Penalty 1100.625561 = -65667.456966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90533.800000 sec): 3 clusters
  Score: Raw -66608.027560 + Penalty 2201.251122 = -64406.776438
  nChanged 258
		SP:Iteration 1F (90533.970000 sec): 3 clusters
  Score: Raw -66894.895490 + Penalty 2201.251122 = -64693.644368
  nChanged 71
		SP:Iteration 2F (90534.140000 sec): 3 clusters
  Score: Raw -67010.146701 + Penalty 2201.251122 = -64808.895579
  nChanged 54
		SP:Iteration 3F (90534.320000 sec): 3 clusters
  Score: Raw -67109.776540 + Penalty 2201.251122 = -64908.525417
  nChanged 43
		SP:Iteration 4Q (90534.500000 sec): 3 clusters
  Score: Raw -67221.951745 + Penalty 2201.251122 = -65020.700623
  nChanged 33
		SP:Iteration 5Q (90534.670000 sec): 3 clusters
  Score: Raw -67326.144996 + Penalty 2201.251122 = -65124.893874
  nChanged 26
		SP:Iteration 6Q (90534.850000 sec): 3 clusters
  Score: Raw -67386.289979 + Penalty 2201.251122 = -65185.038857
  nChanged 18
		SP:Iteration 7Q (90535.020000 sec): 3 clusters
  Score: Raw -67443.417249 + Penalty 2201.251122 = -65242.166127
  nChanged 23
		SP:Iteration 8Q (90535.200000 sec): 3 clusters
  Score: Raw -67488.536666 + Penalty 2201.251122 = -65287.285544
  nChanged 22
		SP:Iteration 9Q (90535.380000 sec): 3 clusters
  Score: Raw -67531.371457 + Penalty 2201.251122 = -65330.120335
  nChanged 30
		SP:Iteration 10Q (90535.550000 sec): 3 clusters
  Score: Raw -67580.078219 + Penalty 2201.251122 = -65378.827097
  nChanged 23
		SP:Iteration 11Q (90535.730000 sec): 3 clusters
  Score: Raw -67622.281331 + Penalty 2201.251122 = -65421.030208
  nChanged 22
		SP:Iteration 12Q (90535.890000 sec): 3 clusters
  Score: Raw -67646.143178 + Penalty 2201.251122 = -65444.892056
  nChanged 14
		SP:Iteration 13Q (90536.040000 sec): 3 clusters
  Score: Raw -67659.975680 + Penalty 2201.251122 = -65458.724558
  nChanged 10
		SP:Iteration 14Q (90536.060000 sec): 3 clusters
  Score: Raw -67675.294676 + Penalty 2201.251122 = -65474.043554
  nChanged 12
		SP:Iteration 15Q (90536.080000 sec): 3 clusters
  Score: Raw -67686.908654 + Penalty 2201.251122 = -65485.657532
  nChanged 3
		SP:Iteration 16Q (90536.100000 sec): 3 clusters
  Score: Raw -67688.192008 + Penalty 2201.251122 = -65486.940886
  nChanged 1
		SP:Iteration 17Q (90536.130000 sec): 3 clusters
  Score: Raw -67688.589607 + Penalty 2201.251122 = -65487.338485
  nChanged 0
		SP:Iteration 18F (90536.160000 sec): 3 clusters
  Score: Raw -67688.589607 + Penalty 2201.251122 = -65487.338485
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (2498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90536.260000 sec): 2 clusters
  Score: Raw -208232.718484 + Penalty 1271.277425 = -206961.441059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90536.430000 sec): 3 clusters
  Score: Raw -207141.856920 + Penalty 2542.554849 = -204599.302071
  nChanged 919
		SP:Iteration 1F (90536.610000 sec): 3 clusters
  Score: Raw -207749.146422 + Penalty 2542.554849 = -205206.591573
  nChanged 202
		SP:Iteration 2F (90536.780000 sec): 3 clusters
  Score: Raw -207921.122188 + Penalty 2542.554849 = -205378.567338
  nChanged 148
		SP:Iteration 3F (90536.960000 sec): 3 clusters
  Score: Raw -208031.311320 + Penalty 2542.554849 = -205488.756471
  nChanged 101
		SP:Iteration 4Q (90537.140000 sec): 3 clusters
  Score: Raw -208108.696508 + Penalty 2542.554849 = -205566.141659
  nChanged 81
		SP:Iteration 5Q (90537.310000 sec): 3 clusters
  Score: Raw -208162.970388 + Penalty 2542.554849 = -205620.415538
  nChanged 69
		SP:Iteration 6Q (90537.490000 sec): 3 clusters
  Score: Raw -208204.044942 + Penalty 2542.554849 = -205661.490093
  nChanged 59
		SP:Iteration 7Q (90537.660000 sec): 3 clusters
  Score: Raw -208240.217952 + Penalty 2542.554849 = -205697.663102
  nChanged 47
		SP:Iteration 8Q (90537.840000 sec): 3 clusters
  Score: Raw -208266.882701 + Penalty 2542.554849 = -205724.327851
  nChanged 36
		SP:Iteration 9Q (90538.020000 sec): 3 clusters
  Score: Raw -208284.797127 + Penalty 2542.554849 = -205742.242278
  nChanged 31
		SP:Iteration 10Q (90538.190000 sec): 3 clusters
  Score: Raw -208300.959698 + Penalty 2542.554849 = -205758.404849
  nChanged 30
		SP:Iteration 11Q (90538.370000 sec): 3 clusters
  Score: Raw -208316.233409 + Penalty 2542.554849 = -205773.678560
  nChanged 24
		SP:Iteration 12Q (90538.540000 sec): 3 clusters
  Score: Raw -208333.003105 + Penalty 2542.554849 = -205790.448256
  nChanged 30
		SP:Iteration 13Q (90538.720000 sec): 3 clusters
  Score: Raw -208354.154235 + Penalty 2542.554849 = -205811.599385
  nChanged 33
		SP:Iteration 14Q (90538.900000 sec): 3 clusters
  Score: Raw -208375.381099 + Penalty 2542.554849 = -205832.826249
  nChanged 26
		SP:Iteration 15Q (90539.070000 sec): 3 clusters
  Score: Raw -208390.368824 + Penalty 2542.554849 = -205847.813974
  nChanged 23
		SP:Iteration 16Q (90539.240000 sec): 3 clusters
  Score: Raw -208401.653467 + Penalty 2542.554849 = -205859.098618
  nChanged 26
		SP:Iteration 17Q (90539.420000 sec): 3 clusters
  Score: Raw -208413.233980 + Penalty 2542.554849 = -205870.679131
  nChanged 27
		SP:Iteration 18Q (90539.600000 sec): 3 clusters
  Score: Raw -208423.333549 + Penalty 2542.554849 = -205880.778699
  nChanged 20
		SP:Iteration 19Q (90539.770000 sec): 3 clusters
  Score: Raw -208432.177218 + Penalty 2542.554849 = -205889.622369
  nChanged 14
		SP:Iteration 20F (90539.950000 sec): 3 clusters
  Score: Raw -208437.228680 + Penalty 2542.554849 = -205894.673831
  nChanged 9
		SP:Iteration 21Q (90540.120000 sec): 3 clusters
  Score: Raw -208441.124941 + Penalty 2542.554849 = -205898.570092
  nChanged 11
		SP:Iteration 22Q (90540.300000 sec): 3 clusters
  Score: Raw -208444.865168 + Penalty 2542.554849 = -205902.310319
  nChanged 5
		SP:Iteration 23Q (90540.480000 sec): 3 clusters
  Score: Raw -208447.334838 + Penalty 2542.554849 = -205904.779988
  nChanged 5
		SP:Iteration 24Q (90540.650000 sec): 3 clusters
  Score: Raw -208448.902924 + Penalty 2542.554849 = -205906.348074
  nChanged 4
		SP:Iteration 25Q (90540.830000 sec): 3 clusters
  Score: Raw -208450.718654 + Penalty 2542.554849 = -205908.163804
  nChanged 4
		SP:Iteration 26Q (90541.000000 sec): 3 clusters
  Score: Raw -208452.442452 + Penalty 2542.554849 = -205909.887603
  nChanged 4
		SP:Iteration 27Q (90541.180000 sec): 3 clusters
  Score: Raw -208454.151316 + Penalty 2542.554849 = -205911.596467
  nChanged 3
		SP:Iteration 28Q (90541.360000 sec): 3 clusters
  Score: Raw -208455.412034 + Penalty 2542.554849 = -205912.857185
  nChanged 3
		SP:Iteration 29Q (90541.530000 sec): 3 clusters
  Score: Raw -208456.441348 + Penalty 2542.554849 = -205913.886499
  nChanged 4
		SP:Iteration 30Q (90541.710000 sec): 3 clusters
  Score: Raw -208458.546560 + Penalty 2542.554849 = -205915.991710
  nChanged 4
		SP:Iteration 31Q (90541.880000 sec): 3 clusters
  Score: Raw -208460.267705 + Penalty 2542.554849 = -205917.712856
  nChanged 4
		SP:Iteration 32Q (90542.060000 sec): 3 clusters
  Score: Raw -208462.973739 + Penalty 2542.554849 = -205920.418889
  nChanged 9
		SP:Iteration 33Q (90542.240000 sec): 3 clusters
  Score: Raw -208466.977520 + Penalty 2542.554849 = -205924.422671
  nChanged 8
		SP:Iteration 34Q (90542.410000 sec): 3 clusters
  Score: Raw -208469.601485 + Penalty 2542.554849 = -205927.046636
  nChanged 4
		SP:Iteration 35Q (90542.590000 sec): 3 clusters
  Score: Raw -208471.266132 + Penalty 2542.554849 = -205928.711282
  nChanged 3
		SP:Iteration 36Q (90542.760000 sec): 3 clusters
  Score: Raw -208472.877116 + Penalty 2542.554849 = -205930.322266
  nChanged 5
		SP:Iteration 37Q (90542.940000 sec): 3 clusters
  Score: Raw -208474.975372 + Penalty 2542.554849 = -205932.420522
  nChanged 6
		SP:Iteration 38Q (90543.110000 sec): 3 clusters
  Score: Raw -208478.040588 + Penalty 2542.554849 = -205935.485738
  nChanged 8
		SP:Iteration 39Q (90543.290000 sec): 3 clusters
  Score: Raw -208480.536775 + Penalty 2542.554849 = -205937.981926
  nChanged 5
		SP:Iteration 40F (90543.460000 sec): 3 clusters
  Score: Raw -208482.592377 + Penalty 2542.554849 = -205940.037527
  nChanged 4
		SP:Iteration 41Q (90543.640000 sec): 3 clusters
  Score: Raw -208483.654240 + Penalty 2542.554849 = -205941.099391
  nChanged 6
		SP:Iteration 42Q (90543.820000 sec): 3 clusters
  Score: Raw -208485.474583 + Penalty 2542.554849 = -205942.919734
  nChanged 2
		SP:Iteration 43Q (90543.990000 sec): 3 clusters
  Score: Raw -208486.110602 + Penalty 2542.554849 = -205943.555752
  nChanged 0
		SP:Iteration 44F (90544.170000 sec): 3 clusters
  Score: Raw -208486.110602 + Penalty 2542.554849 = -205943.555752
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (8884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90544.320000 sec): 2 clusters
  Score: Raw -689140.244930 + Penalty 1477.451168 = -687662.793763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90544.490000 sec): 3 clusters
  Score: Raw -684257.169464 + Penalty 2954.902335 = -681302.267129
  nChanged 3815
		SP:Iteration 1F (90544.670000 sec): 3 clusters
  Score: Raw -686516.609807 + Penalty 2954.902335 = -683561.707472
  nChanged 709
		SP:Iteration 2F (90544.840000 sec): 3 clusters
  Score: Raw -687004.687866 + Penalty 2954.902335 = -684049.785531
  nChanged 620
		SP:Iteration 3F (90545.020000 sec): 3 clusters
  Score: Raw -687453.542145 + Penalty 2954.902335 = -684498.639810
  nChanged 613
		SP:Iteration 4F (90545.190000 sec): 3 clusters
  Score: Raw -687881.402252 + Penalty 2954.902335 = -684926.499917
  nChanged 495
		SP:Iteration 5F (90545.370000 sec): 3 clusters
  Score: Raw -688200.652743 + Penalty 2954.902335 = -685245.750408
  nChanged 417
		SP:Iteration 6Q (90545.550000 sec): 3 clusters
  Score: Raw -688452.884137 + Penalty 2954.902335 = -685497.981802
  nChanged 357
		SP:Iteration 7Q (90545.720000 sec): 3 clusters
  Score: Raw -688662.213562 + Penalty 2954.902335 = -685707.311227
  nChanged 289
		SP:Iteration 8Q (90545.900000 sec): 3 clusters
  Score: Raw -688834.399128 + Penalty 2954.902335 = -685879.496793
  nChanged 252
		SP:Iteration 9Q (90546.080000 sec): 3 clusters
  Score: Raw -688963.977702 + Penalty 2954.902335 = -686009.075367
  nChanged 197
		SP:Iteration 10Q (90546.250000 sec): 3 clusters
  Score: Raw -689051.627067 + Penalty 2954.902335 = -686096.724732
  nChanged 165
		SP:Iteration 11Q (90546.430000 sec): 3 clusters
  Score: Raw -689118.893347 + Penalty 2954.902335 = -686163.991011
  nChanged 148
		SP:Iteration 12Q (90546.610000 sec): 3 clusters
  Score: Raw -689169.834721 + Penalty 2954.902335 = -686214.932386
  nChanged 98
		SP:Iteration 13Q (90546.780000 sec): 3 clusters
  Score: Raw -689201.581948 + Penalty 2954.902335 = -686246.679613
  nChanged 95
		SP:Iteration 14Q (90546.960000 sec): 3 clusters
  Score: Raw -689226.907763 + Penalty 2954.902335 = -686272.005428
  nChanged 63
		SP:Iteration 15Q (90547.140000 sec): 3 clusters
  Score: Raw -689242.002454 + Penalty 2954.902335 = -686287.100118
  nChanged 56
		SP:Iteration 16Q (90547.330000 sec): 3 clusters
  Score: Raw -689254.840429 + Penalty 2954.902335 = -686299.938094
  nChanged 45
		SP:Iteration 17Q (90547.520000 sec): 3 clusters
  Score: Raw -689264.509629 + Penalty 2954.902335 = -686309.607294
  nChanged 43
		SP:Iteration 18Q (90547.710000 sec): 3 clusters
  Score: Raw -689277.193765 + Penalty 2954.902335 = -686322.291429
  nChanged 37
		SP:Iteration 19Q (90547.830000 sec): 3 clusters
  Score: Raw -689284.507313 + Penalty 2954.902335 = -686329.604978
  nChanged 28
		SP:Iteration 20F (90548.010000 sec): 3 clusters
  Score: Raw -689289.129225 + Penalty 2954.902335 = -686334.226890
  nChanged 27
		SP:Iteration 21Q (90548.210000 sec): 3 clusters
  Score: Raw -689293.761458 + Penalty 2954.902335 = -686338.859123
  nChanged 29
		SP:Iteration 22Q (90548.400000 sec): 3 clusters
  Score: Raw -689299.125056 + Penalty 2954.902335 = -686344.222720
  nChanged 21
		SP:Iteration 23Q (90548.590000 sec): 3 clusters
  Score: Raw -689302.832125 + Penalty 2954.902335 = -686347.929790
  nChanged 26
		SP:Iteration 24Q (90548.780000 sec): 3 clusters
  Score: Raw -689306.580187 + Penalty 2954.902335 = -686351.677852
  nChanged 20
		SP:Iteration 25Q (90548.980000 sec): 3 clusters
  Score: Raw -689309.352964 + Penalty 2954.902335 = -686354.450629
  nChanged 17
		SP:Iteration 26Q (90549.170000 sec): 3 clusters
  Score: Raw -689311.425259 + Penalty 2954.902335 = -686356.522924
  nChanged 12
		SP:Iteration 27Q (90549.360000 sec): 3 clusters
  Score: Raw -689313.169155 + Penalty 2954.902335 = -686358.266820
  nChanged 10
		SP:Iteration 28Q (90549.560000 sec): 3 clusters
  Score: Raw -689314.149770 + Penalty 2954.902335 = -686359.247434
  nChanged 7
		SP:Iteration 29Q (90549.790000 sec): 3 clusters
  Score: Raw -689314.691526 + Penalty 2954.902335 = -686359.789191
  nChanged 9
		SP:Iteration 30Q (90549.980000 sec): 3 clusters
  Score: Raw -689316.046788 + Penalty 2954.902335 = -686361.144453
  nChanged 9
		SP:Iteration 31Q (90550.170000 sec): 3 clusters
  Score: Raw -689317.544428 + Penalty 2954.902335 = -686362.642093
  nChanged 11
		SP:Iteration 32Q (90550.370000 sec): 3 clusters
  Score: Raw -689318.954900 + Penalty 2954.902335 = -686364.052565
  nChanged 6
		SP:Iteration 33Q (90550.560000 sec): 3 clusters
  Score: Raw -689319.956353 + Penalty 2954.902335 = -686365.054017
  nChanged 6
		SP:Iteration 34Q (90550.750000 sec): 3 clusters
  Score: Raw -689320.638649 + Penalty 2954.902335 = -686365.736314
  nChanged 3
		SP:Iteration 35Q (90550.950000 sec): 3 clusters
  Score: Raw -689321.207798 + Penalty 2954.902335 = -686366.305463
  nChanged 8
		SP:Iteration 36Q (90551.140000 sec): 3 clusters
  Score: Raw -689322.432815 + Penalty 2954.902335 = -686367.530480
  nChanged 6
		SP:Iteration 37Q (90551.330000 sec): 3 clusters
  Score: Raw -689323.092140 + Penalty 2954.902335 = -686368.189805
  nChanged 4
		SP:Iteration 38Q (90551.570000 sec): 3 clusters
  Score: Raw -689323.898546 + Penalty 2954.902335 = -686368.996211
  nChanged 9
		SP:Iteration 39Q (90551.750000 sec): 3 clusters
  Score: Raw -689324.988068 + Penalty 2954.902335 = -686370.085733
  nChanged 8
		SP:Iteration 40F (90551.940000 sec): 3 clusters
  Score: Raw -689326.047485 + Penalty 2954.902335 = -686371.145150
  nChanged 9
		SP:Iteration 41Q (90552.130000 sec): 3 clusters
  Score: Raw -689328.138821 + Penalty 2954.902335 = -686373.236486
  nChanged 14
		SP:Iteration 42Q (90552.330000 sec): 3 clusters
  Score: Raw -689330.467680 + Penalty 2954.902335 = -686375.565345
  nChanged 15
		SP:Iteration 43Q (90552.510000 sec): 3 clusters
  Score: Raw -689333.687602 + Penalty 2954.902335 = -686378.785267
  nChanged 14
		SP:Iteration 44Q (90552.700000 sec): 3 clusters
  Score: Raw -689336.352842 + Penalty 2954.902335 = -686381.450507
  nChanged 16
		SP:Iteration 45Q (90552.890000 sec): 3 clusters
  Score: Raw -689338.923005 + Penalty 2954.902335 = -686384.020670
  nChanged 16
		SP:Iteration 46Q (90553.060000 sec): 3 clusters
  Score: Raw -689341.050525 + Penalty 2954.902335 = -686386.148189
  nChanged 11
		SP:Iteration 47Q (90553.240000 sec): 3 clusters
  Score: Raw -689342.960031 + Penalty 2954.902335 = -686388.057696
  nChanged 9
		SP:Iteration 48Q (90553.420000 sec): 3 clusters
  Score: Raw -689344.013760 + Penalty 2954.902335 = -686389.111425
  nChanged 5
		SP:Iteration 49Q (90553.590000 sec): 3 clusters
  Score: Raw -689344.839443 + Penalty 2954.902335 = -686389.937108
  nChanged 7
		SP:Iteration 50Q (90553.810000 sec): 3 clusters
  Score: Raw -689345.313636 + Penalty 2954.902335 = -686390.411300
  nChanged 4
		SP:Iteration 51Q (90554.000000 sec): 3 clusters
  Score: Raw -689345.694317 + Penalty 2954.902335 = -686390.791982
  nChanged 3
		SP:Iteration 52Q (90554.200000 sec): 3 clusters
  Score: Raw -689346.177262 + Penalty 2954.902335 = -686391.274927
  nChanged 5
		SP:Iteration 53Q (90554.390000 sec): 3 clusters
  Score: Raw -689347.033460 + Penalty 2954.902335 = -686392.131124
  nChanged 6
		SP:Iteration 54Q (90554.580000 sec): 3 clusters
  Score: Raw -689347.777493 + Penalty 2954.902335 = -686392.875158
  nChanged 5
		SP:Iteration 55Q (90554.770000 sec): 3 clusters
  Score: Raw -689348.199517 + Penalty 2954.902335 = -686393.297182
  nChanged 5
		SP:Iteration 56Q (90554.960000 sec): 3 clusters
  Score: Raw -689348.634364 + Penalty 2954.902335 = -686393.732029
  nChanged 2
		SP:Iteration 57Q (90555.150000 sec): 3 clusters
  Score: Raw -689348.702367 + Penalty 2954.902335 = -686393.800031
  nChanged 1
		SP:Iteration 58Q (90555.340000 sec): 3 clusters
  Score: Raw -689348.778397 + Penalty 2954.902335 = -686393.876062
  nChanged 0
		SP:Iteration 59F (90555.530000 sec): 3 clusters
  Score: Raw -689348.778397 + Penalty 2954.902335 = -686393.876062
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (2178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90555.600000 sec): 2 clusters
  Score: Raw -167455.767409 + Penalty 1249.001374 = -166206.766035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90555.770000 sec): 3 clusters
  Score: Raw -166551.638017 + Penalty 2498.002749 = -164053.635268
  nChanged 767
		SP:Iteration 1F (90555.950000 sec): 3 clusters
  Score: Raw -167106.605812 + Penalty 2498.002749 = -164608.603063
  nChanged 203
		SP:Iteration 2F (90556.120000 sec): 3 clusters
  Score: Raw -167312.613221 + Penalty 2498.002749 = -164814.610473
  nChanged 143
		SP:Iteration 3F (90556.300000 sec): 3 clusters
  Score: Raw -167449.265504 + Penalty 2498.002749 = -164951.262755
  nChanged 123
		SP:Iteration 4F (90556.480000 sec): 3 clusters
  Score: Raw -167562.460074 + Penalty 2498.002749 = -165064.457325
  nChanged 91
		SP:Iteration 5Q (90556.650000 sec): 3 clusters
  Score: Raw -167644.155562 + Penalty 2498.002749 = -165146.152814
  nChanged 75
		SP:Iteration 6Q (90556.830000 sec): 3 clusters
  Score: Raw -167703.013704 + Penalty 2498.002749 = -165205.010955
  nChanged 56
		SP:Iteration 7Q (90556.970000 sec): 3 clusters
  Score: Raw -167749.831665 + Penalty 2498.002749 = -165251.828916
  nChanged 45
		SP:Iteration 8Q (90557.020000 sec): 3 clusters
  Score: Raw -167782.330593 + Penalty 2498.002749 = -165284.327845
  nChanged 31
		SP:Iteration 9Q (90557.060000 sec): 3 clusters
  Score: Raw -167806.465142 + Penalty 2498.002749 = -165308.462393
  nChanged 27
		SP:Iteration 10Q (90557.110000 sec): 3 clusters
  Score: Raw -167832.465041 + Penalty 2498.002749 = -165334.462292
  nChanged 34
		SP:Iteration 11Q (90557.150000 sec): 3 clusters
  Score: Raw -167855.980252 + Penalty 2498.002749 = -165357.977503
  nChanged 23
		SP:Iteration 12Q (90557.190000 sec): 3 clusters
  Score: Raw -167874.496110 + Penalty 2498.002749 = -165376.493362
  nChanged 25
		SP:Iteration 13Q (90557.240000 sec): 3 clusters
  Score: Raw -167897.449935 + Penalty 2498.002749 = -165399.447187
  nChanged 27
		SP:Iteration 14Q (90557.280000 sec): 3 clusters
  Score: Raw -167920.667967 + Penalty 2498.002749 = -165422.665218
  nChanged 22
		SP:Iteration 15Q (90557.320000 sec): 3 clusters
  Score: Raw -167941.473178 + Penalty 2498.002749 = -165443.470429
  nChanged 20
		SP:Iteration 16Q (90557.360000 sec): 3 clusters
  Score: Raw -167955.889218 + Penalty 2498.002749 = -165457.886469
  nChanged 11
		SP:Iteration 17Q (90557.410000 sec): 3 clusters
  Score: Raw -167963.119312 + Penalty 2498.002749 = -165465.116564
  nChanged 14
		SP:Iteration 18Q (90557.450000 sec): 3 clusters
  Score: Raw -167970.333826 + Penalty 2498.002749 = -165472.331077
  nChanged 8
		SP:Iteration 19Q (90557.490000 sec): 3 clusters
  Score: Raw -167974.253810 + Penalty 2498.002749 = -165476.251062
  nChanged 8
		SP:Iteration 20F (90557.540000 sec): 3 clusters
  Score: Raw -167980.092018 + Penalty 2498.002749 = -165482.089269
  nChanged 8
		SP:Iteration 21Q (90557.580000 sec): 3 clusters
  Score: Raw -167984.880883 + Penalty 2498.002749 = -165486.878134
  nChanged 9
		SP:Iteration 22Q (90557.720000 sec): 3 clusters
  Score: Raw -167989.152967 + Penalty 2498.002749 = -165491.150218
  nChanged 7
		SP:Iteration 23Q (90557.900000 sec): 3 clusters
  Score: Raw -167992.190984 + Penalty 2498.002749 = -165494.188236
  nChanged 6
		SP:Iteration 24Q (90558.070000 sec): 3 clusters
  Score: Raw -167994.302444 + Penalty 2498.002749 = -165496.299695
  nChanged 7
		SP:Iteration 25Q (90558.250000 sec): 3 clusters
  Score: Raw -167996.535074 + Penalty 2498.002749 = -165498.532325
  nChanged 3
		SP:Iteration 26Q (90558.420000 sec): 3 clusters
  Score: Raw -167997.202518 + Penalty 2498.002749 = -165499.199769
  nChanged 4
		SP:Iteration 27Q (90558.600000 sec): 3 clusters
  Score: Raw -167998.568735 + Penalty 2498.002749 = -165500.565986
  nChanged 5
		SP:Iteration 28Q (90558.770000 sec): 3 clusters
  Score: Raw -168000.515329 + Penalty 2498.002749 = -165502.512580
  nChanged 4
		SP:Iteration 29Q (90558.950000 sec): 3 clusters
  Score: Raw -168002.578461 + Penalty 2498.002749 = -165504.575713
  nChanged 5
		SP:Iteration 30Q (90559.120000 sec): 3 clusters
  Score: Raw -168006.431453 + Penalty 2498.002749 = -165508.428704
  nChanged 7
		SP:Iteration 31Q (90559.300000 sec): 3 clusters
  Score: Raw -168010.089296 + Penalty 2498.002749 = -165512.086548
  nChanged 6
		SP:Iteration 32Q (90559.480000 sec): 3 clusters
  Score: Raw -168013.922000 + Penalty 2498.002749 = -165515.919252
  nChanged 9
		SP:Iteration 33Q (90559.650000 sec): 3 clusters
  Score: Raw -168018.514535 + Penalty 2498.002749 = -165520.511786
  nChanged 6
		SP:Iteration 34Q (90559.830000 sec): 3 clusters
  Score: Raw -168020.442014 + Penalty 2498.002749 = -165522.439265
  nChanged 4
		SP:Iteration 35Q (90560.000000 sec): 3 clusters
  Score: Raw -168023.420662 + Penalty 2498.002749 = -165525.417914
  nChanged 8
		SP:Iteration 36Q (90560.180000 sec): 3 clusters
  Score: Raw -168028.214864 + Penalty 2498.002749 = -165530.212116
  nChanged 6
		SP:Iteration 37Q (90560.280000 sec): 3 clusters
  Score: Raw -168031.311798 + Penalty 2498.002749 = -165533.309050
  nChanged 6
		SP:Iteration 38Q (90560.330000 sec): 3 clusters
  Score: Raw -168033.717591 + Penalty 2498.002749 = -165535.714842
  nChanged 6
		SP:Iteration 39Q (90560.370000 sec): 3 clusters
  Score: Raw -168036.325749 + Penalty 2498.002749 = -165538.323001
  nChanged 5
		SP:Iteration 40F (90560.450000 sec): 3 clusters
  Score: Raw -168038.995310 + Penalty 2498.002749 = -165540.992561
  nChanged 10
		SP:Iteration 41Q (90560.630000 sec): 3 clusters
  Score: Raw -168047.221331 + Penalty 2498.002749 = -165549.218583
  nChanged 14
		SP:Iteration 42Q (90560.800000 sec): 3 clusters
  Score: Raw -168058.188638 + Penalty 2498.002749 = -165560.185889
  nChanged 18
		SP:Iteration 43Q (90560.980000 sec): 3 clusters
  Score: Raw -168075.479418 + Penalty 2498.002749 = -165577.476669
  nChanged 15
		SP:Iteration 44Q (90561.150000 sec): 3 clusters
  Score: Raw -168084.959224 + Penalty 2498.002749 = -165586.956476
  nChanged 13
		SP:Iteration 45Q (90561.330000 sec): 3 clusters
  Score: Raw -168091.963667 + Penalty 2498.002749 = -165593.960918
  nChanged 12
		SP:Iteration 46Q (90561.510000 sec): 3 clusters
  Score: Raw -168096.881086 + Penalty 2498.002749 = -165598.878337
  nChanged 6
		SP:Iteration 47Q (90561.680000 sec): 3 clusters
  Score: Raw -168099.912947 + Penalty 2498.002749 = -165601.910198
  nChanged 4
		SP:Iteration 48Q (90561.860000 sec): 3 clusters
  Score: Raw -168101.428073 + Penalty 2498.002749 = -165603.425324
  nChanged 2
		SP:Iteration 49Q (90562.030000 sec): 3 clusters
  Score: Raw -168101.671562 + Penalty 2498.002749 = -165603.668813
  nChanged 1
		SP:Iteration 50Q (90562.210000 sec): 3 clusters
  Score: Raw -168102.036925 + Penalty 2498.002749 = -165604.034177
  nChanged 1
		SP:Iteration 51Q (90562.390000 sec): 3 clusters
  Score: Raw -168102.363416 + Penalty 2498.002749 = -165604.360667
  nChanged 1
		SP:Iteration 52Q (90562.560000 sec): 3 clusters
  Score: Raw -168103.134830 + Penalty 2498.002749 = -165605.132081
  nChanged 0
		SP:Iteration 53F (90562.740000 sec): 3 clusters
  Score: Raw -168103.134830 + Penalty 2498.002749 = -165605.132081
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (7848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90562.870000 sec): 2 clusters
  Score: Raw -674696.204161 + Penalty 1457.302275 = -673238.901886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90562.990000 sec): 3 clusters
  Score: Raw -670357.705706 + Penalty 2914.604550 = -667443.101155
  nChanged 3352
		SP:Iteration 1F (90563.110000 sec): 3 clusters
  Score: Raw -672388.364978 + Penalty 2914.604550 = -669473.760428
  nChanged 673
		SP:Iteration 2F (90563.240000 sec): 3 clusters
  Score: Raw -672887.464452 + Penalty 2914.604550 = -669972.859901
  nChanged 555
		SP:Iteration 3F (90563.360000 sec): 3 clusters
  Score: Raw -673265.923862 + Penalty 2914.604550 = -670351.319312
  nChanged 528
		SP:Iteration 4F (90563.490000 sec): 3 clusters
  Score: Raw -673646.329424 + Penalty 2914.604550 = -670731.724874
  nChanged 475
		SP:Iteration 5F (90563.690000 sec): 3 clusters
  Score: Raw -673953.477063 + Penalty 2914.604550 = -671038.872513
  nChanged 396
		SP:Iteration 6F (90563.890000 sec): 3 clusters
  Score: Raw -674163.223869 + Penalty 2914.604550 = -671248.619318
  nChanged 312
		SP:Iteration 7Q (90564.090000 sec): 3 clusters
  Score: Raw -674322.495776 + Penalty 2914.604550 = -671407.891226
  nChanged 256
		SP:Iteration 8Q (90564.290000 sec): 3 clusters
  Score: Raw -674427.359919 + Penalty 2914.604550 = -671512.755368
  nChanged 189
		SP:Iteration 9Q (90564.480000 sec): 3 clusters
  Score: Raw -674501.822369 + Penalty 2914.604550 = -671587.217818
  nChanged 169
		SP:Iteration 10Q (90564.670000 sec): 3 clusters
  Score: Raw -674552.368707 + Penalty 2914.604550 = -671637.764157
  nChanged 117
		SP:Iteration 11Q (90564.880000 sec): 3 clusters
  Score: Raw -674583.787626 + Penalty 2914.604550 = -671669.183075
  nChanged 96
		SP:Iteration 12Q (90565.080000 sec): 3 clusters
  Score: Raw -674606.293315 + Penalty 2914.604550 = -671691.688765
  nChanged 75
		SP:Iteration 13Q (90565.270000 sec): 3 clusters
  Score: Raw -674628.121372 + Penalty 2914.604550 = -671713.516822
  nChanged 75
		SP:Iteration 14Q (90565.470000 sec): 3 clusters
  Score: Raw -674651.321515 + Penalty 2914.604550 = -671736.716965
  nChanged 78
		SP:Iteration 15Q (90565.670000 sec): 3 clusters
  Score: Raw -674667.712208 + Penalty 2914.604550 = -671753.107658
  nChanged 59
		SP:Iteration 16Q (90565.870000 sec): 3 clusters
  Score: Raw -674681.478782 + Penalty 2914.604550 = -671766.874231
  nChanged 61
		SP:Iteration 17Q (90566.090000 sec): 3 clusters
  Score: Raw -674693.059575 + Penalty 2914.604550 = -671778.455025
  nChanged 34
		SP:Iteration 18Q (90566.270000 sec): 3 clusters
  Score: Raw -674699.033102 + Penalty 2914.604550 = -671784.428552
  nChanged 31
		SP:Iteration 19Q (90566.450000 sec): 3 clusters
  Score: Raw -674705.017675 + Penalty 2914.604550 = -671790.413124
  nChanged 31
		SP:Iteration 20F (90566.630000 sec): 3 clusters
  Score: Raw -674711.269690 + Penalty 2914.604550 = -671796.665139
  nChanged 25
		SP:Iteration 21Q (90566.820000 sec): 3 clusters
  Score: Raw -674715.417699 + Penalty 2914.604550 = -671800.813148
  nChanged 21
		SP:Iteration 22Q (90567.000000 sec): 3 clusters
  Score: Raw -674718.117838 + Penalty 2914.604550 = -671803.513287
  nChanged 17
		SP:Iteration 23Q (90567.180000 sec): 3 clusters
  Score: Raw -674720.543648 + Penalty 2914.604550 = -671805.939098
  nChanged 15
		SP:Iteration 24Q (90567.360000 sec): 3 clusters
  Score: Raw -674722.237783 + Penalty 2914.604550 = -671807.633233
  nChanged 14
		SP:Iteration 25Q (90567.560000 sec): 3 clusters
  Score: Raw -674725.064315 + Penalty 2914.604550 = -671810.459765
  nChanged 16
		SP:Iteration 26Q (90567.750000 sec): 3 clusters
  Score: Raw -674727.115610 + Penalty 2914.604550 = -671812.511060
  nChanged 14
		SP:Iteration 27Q (90567.950000 sec): 3 clusters
  Score: Raw -674730.200725 + Penalty 2914.604550 = -671815.596175
  nChanged 17
		SP:Iteration 28Q (90568.150000 sec): 3 clusters
  Score: Raw -674732.281842 + Penalty 2914.604550 = -671817.677291
  nChanged 13
		SP:Iteration 29Q (90568.350000 sec): 3 clusters
  Score: Raw -674734.606680 + Penalty 2914.604550 = -671820.002129
  nChanged 12
		SP:Iteration 30Q (90568.550000 sec): 3 clusters
  Score: Raw -674736.577273 + Penalty 2914.604550 = -671821.972723
  nChanged 16
		SP:Iteration 31Q (90568.730000 sec): 3 clusters
  Score: Raw -674738.729410 + Penalty 2914.604550 = -671824.124860
  nChanged 15
		SP:Iteration 32Q (90568.850000 sec): 3 clusters
  Score: Raw -674740.399300 + Penalty 2914.604550 = -671825.794749
  nChanged 14
		SP:Iteration 33Q (90568.970000 sec): 3 clusters
  Score: Raw -674742.567217 + Penalty 2914.604550 = -671827.962667
  nChanged 18
		SP:Iteration 34Q (90569.090000 sec): 3 clusters
  Score: Raw -674745.722259 + Penalty 2914.604550 = -671831.117708
  nChanged 18
		SP:Iteration 35Q (90569.210000 sec): 3 clusters
  Score: Raw -674748.915103 + Penalty 2914.604550 = -671834.310552
  nChanged 10
		SP:Iteration 36Q (90569.340000 sec): 3 clusters
  Score: Raw -674750.362370 + Penalty 2914.604550 = -671835.757820
  nChanged 8
		SP:Iteration 37Q (90569.460000 sec): 3 clusters
  Score: Raw -674751.464974 + Penalty 2914.604550 = -671836.860424
  nChanged 13
		SP:Iteration 38Q (90569.580000 sec): 3 clusters
  Score: Raw -674752.564640 + Penalty 2914.604550 = -671837.960090
  nChanged 5
		SP:Iteration 39Q (90569.700000 sec): 3 clusters
  Score: Raw -674753.397894 + Penalty 2914.604550 = -671838.793343
  nChanged 10
		SP:Iteration 40F (90569.820000 sec): 3 clusters
  Score: Raw -674754.795183 + Penalty 2914.604550 = -671840.190632
  nChanged 12
		SP:Iteration 41Q (90569.940000 sec): 3 clusters
  Score: Raw -674756.388600 + Penalty 2914.604550 = -671841.784050
  nChanged 9
		SP:Iteration 42Q (90570.060000 sec): 3 clusters
  Score: Raw -674757.660427 + Penalty 2914.604550 = -671843.055877
  nChanged 8
		SP:Iteration 43Q (90570.200000 sec): 3 clusters
  Score: Raw -674758.585144 + Penalty 2914.604550 = -671843.980593
  nChanged 10
		SP:Iteration 44Q (90570.320000 sec): 3 clusters
  Score: Raw -674759.926087 + Penalty 2914.604550 = -671845.321536
  nChanged 11
		SP:Iteration 45Q (90570.560000 sec): 3 clusters
  Score: Raw -674761.337936 + Penalty 2914.604550 = -671846.733386
  nChanged 4
		SP:Iteration 46Q (90570.750000 sec): 3 clusters
  Score: Raw -674761.778748 + Penalty 2914.604550 = -671847.174198
  nChanged 3
		SP:Iteration 47Q (90570.950000 sec): 3 clusters
  Score: Raw -674762.005218 + Penalty 2914.604550 = -671847.400667
  nChanged 0
		SP:Iteration 48F (90571.150000 sec): 3 clusters
  Score: Raw -674762.005218 + Penalty 2914.604550 = -671847.400667
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 72 (2783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90571.250000 sec): 2 clusters
  Score: Raw -237855.910336 + Penalty 1288.833774 = -236567.076562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90571.420000 sec): 3 clusters
  Score: Raw -236619.177286 + Penalty 2577.667547 = -234041.509738
  nChanged 1042
		SP:Iteration 1F (90571.590000 sec): 3 clusters
  Score: Raw -237446.902114 + Penalty 2577.667547 = -234869.234566
  nChanged 263
		SP:Iteration 2F (90571.640000 sec): 3 clusters
  Score: Raw -237730.184968 + Penalty 2577.667547 = -235152.517421
  nChanged 194
		SP:Iteration 3F (90571.700000 sec): 3 clusters
  Score: Raw -237904.701604 + Penalty 2577.667547 = -235327.034056
  nChanged 130
		SP:Iteration 4Q (90571.750000 sec): 3 clusters
  Score: Raw -237993.742886 + Penalty 2577.667547 = -235416.075338
  nChanged 87
		SP:Iteration 5Q (90571.800000 sec): 3 clusters
  Score: Raw -238049.428896 + Penalty 2577.667547 = -235471.761348
  nChanged 59
		SP:Iteration 6Q (90571.850000 sec): 3 clusters
  Score: Raw -238088.532097 + Penalty 2577.667547 = -235510.864549
  nChanged 45
		SP:Iteration 7Q (90571.900000 sec): 3 clusters
  Score: Raw -238112.735749 + Penalty 2577.667547 = -235535.068201
  nChanged 35
		SP:Iteration 8Q (90571.960000 sec): 3 clusters
  Score: Raw -238136.106306 + Penalty 2577.667547 = -235558.438759
  nChanged 40
		SP:Iteration 9Q (90572.010000 sec): 3 clusters
  Score: Raw -238160.349280 + Penalty 2577.667547 = -235582.681733
  nChanged 33
		SP:Iteration 10Q (90572.060000 sec): 3 clusters
  Score: Raw -238178.561221 + Penalty 2577.667547 = -235600.893673
  nChanged 22
		SP:Iteration 11Q (90572.120000 sec): 3 clusters
  Score: Raw -238191.676044 + Penalty 2577.667547 = -235614.008497
  nChanged 28
		SP:Iteration 12Q (90572.170000 sec): 3 clusters
  Score: Raw -238204.452805 + Penalty 2577.667547 = -235626.785258
  nChanged 22
		SP:Iteration 13Q (90572.220000 sec): 3 clusters
  Score: Raw -238216.120403 + Penalty 2577.667547 = -235638.452855
  nChanged 21
		SP:Iteration 14Q (90572.270000 sec): 3 clusters
  Score: Raw -238230.017092 + Penalty 2577.667547 = -235652.349545
  nChanged 20
		SP:Iteration 15Q (90572.320000 sec): 3 clusters
  Score: Raw -238240.095480 + Penalty 2577.667547 = -235662.427932
  nChanged 16
		SP:Iteration 16Q (90572.500000 sec): 3 clusters
  Score: Raw -238246.714893 + Penalty 2577.667547 = -235669.047346
  nChanged 12
		SP:Iteration 17Q (90572.670000 sec): 3 clusters
  Score: Raw -238250.940075 + Penalty 2577.667547 = -235673.272528
  nChanged 8
		SP:Iteration 18Q (90572.850000 sec): 3 clusters
  Score: Raw -238254.106789 + Penalty 2577.667547 = -235676.439242
  nChanged 7
		SP:Iteration 19Q (90573.020000 sec): 3 clusters
  Score: Raw -238259.412195 + Penalty 2577.667547 = -235681.744647
  nChanged 10
		SP:Iteration 20F (90573.200000 sec): 3 clusters
  Score: Raw -238265.895904 + Penalty 2577.667547 = -235688.228357
  nChanged 13
		SP:Iteration 21Q (90573.380000 sec): 3 clusters
  Score: Raw -238274.477507 + Penalty 2577.667547 = -235696.809960
  nChanged 13
		SP:Iteration 22Q (90573.550000 sec): 3 clusters
  Score: Raw -238280.319678 + Penalty 2577.667547 = -235702.652130
  nChanged 5
		SP:Iteration 23Q (90573.730000 sec): 3 clusters
  Score: Raw -238283.199520 + Penalty 2577.667547 = -235705.531972
  nChanged 2
		SP:Iteration 24Q (90573.900000 sec): 3 clusters
  Score: Raw -238283.909245 + Penalty 2577.667547 = -235706.241698
  nChanged 3
		SP:Iteration 25Q (90574.080000 sec): 3 clusters
  Score: Raw -238284.601411 + Penalty 2577.667547 = -235706.933863
  nChanged 0
		SP:Iteration 26F (90574.260000 sec): 3 clusters
  Score: Raw -238284.601411 + Penalty 2577.667547 = -235706.933863
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 73 (4869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90574.350000 sec): 2 clusters
  Score: Raw -374910.864563 + Penalty 1379.729627 = -373531.134936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90574.520000 sec): 3 clusters
  Score: Raw -372432.857538 + Penalty 2759.459253 = -369673.398285
  nChanged 1994
		SP:Iteration 1F (90574.700000 sec): 3 clusters
  Score: Raw -373656.390851 + Penalty 2759.459253 = -370896.931597
  nChanged 411
		SP:Iteration 2F (90574.870000 sec): 3 clusters
  Score: Raw -373925.625755 + Penalty 2759.459253 = -371166.166502
  nChanged 322
		SP:Iteration 3F (90575.050000 sec): 3 clusters
  Score: Raw -374143.539442 + Penalty 2759.459253 = -371384.080189
  nChanged 275
		SP:Iteration 4F (90575.220000 sec): 3 clusters
  Score: Raw -374319.357867 + Penalty 2759.459253 = -371559.898614
  nChanged 246
		SP:Iteration 5F (90575.400000 sec): 3 clusters
  Score: Raw -374474.757366 + Penalty 2759.459253 = -371715.298113
  nChanged 212
		SP:Iteration 6Q (90575.580000 sec): 3 clusters
  Score: Raw -374596.805914 + Penalty 2759.459253 = -371837.346661
  nChanged 169
		SP:Iteration 7Q (90575.750000 sec): 3 clusters
  Score: Raw -374688.509617 + Penalty 2759.459253 = -371929.050364
  nChanged 136
		SP:Iteration 8Q (90575.920000 sec): 3 clusters
  Score: Raw -374757.251744 + Penalty 2759.459253 = -371997.792491
  nChanged 122
		SP:Iteration 9Q (90576.100000 sec): 3 clusters
  Score: Raw -374824.281775 + Penalty 2759.459253 = -372064.822522
  nChanged 98
		SP:Iteration 10Q (90576.280000 sec): 3 clusters
  Score: Raw -374873.334106 + Penalty 2759.459253 = -372113.874853
  nChanged 96
		SP:Iteration 11Q (90576.450000 sec): 3 clusters
  Score: Raw -374923.545763 + Penalty 2759.459253 = -372164.086509
  nChanged 107
		SP:Iteration 12Q (90576.630000 sec): 3 clusters
  Score: Raw -374979.606119 + Penalty 2759.459253 = -372220.146866
  nChanged 91
		SP:Iteration 13Q (90576.800000 sec): 3 clusters
  Score: Raw -375033.573185 + Penalty 2759.459253 = -372274.113932
  nChanged 79
		SP:Iteration 14Q (90576.980000 sec): 3 clusters
  Score: Raw -375074.577486 + Penalty 2759.459253 = -372315.118233
  nChanged 69
		SP:Iteration 15Q (90577.150000 sec): 3 clusters
  Score: Raw -375109.877807 + Penalty 2759.459253 = -372350.418554
  nChanged 50
		SP:Iteration 16Q (90577.310000 sec): 3 clusters
  Score: Raw -375140.545236 + Penalty 2759.459253 = -372381.085983
  nChanged 50
		SP:Iteration 17Q (90577.480000 sec): 3 clusters
  Score: Raw -375171.796779 + Penalty 2759.459253 = -372412.337525
  nChanged 39
		SP:Iteration 18Q (90577.660000 sec): 3 clusters
  Score: Raw -375189.398941 + Penalty 2759.459253 = -372429.939688
  nChanged 27
		SP:Iteration 19Q (90577.840000 sec): 3 clusters
  Score: Raw -375200.151495 + Penalty 2759.459253 = -372440.692242
  nChanged 22
		SP:Iteration 20F (90578.010000 sec): 3 clusters
  Score: Raw -375212.517278 + Penalty 2759.459253 = -372453.058024
  nChanged 20
		SP:Iteration 21Q (90578.190000 sec): 3 clusters
  Score: Raw -375220.233744 + Penalty 2759.459253 = -372460.774491
  nChanged 14
		SP:Iteration 22Q (90578.360000 sec): 3 clusters
  Score: Raw -375225.423848 + Penalty 2759.459253 = -372465.964595
  nChanged 10
		SP:Iteration 23Q (90578.540000 sec): 3 clusters
  Score: Raw -375229.674912 + Penalty 2759.459253 = -372470.215659
  nChanged 11
		SP:Iteration 24Q (90578.710000 sec): 3 clusters
  Score: Raw -375233.758153 + Penalty 2759.459253 = -372474.298900
  nChanged 3
		SP:Iteration 25Q (90578.890000 sec): 3 clusters
  Score: Raw -375234.801183 + Penalty 2759.459253 = -372475.341930
  nChanged 5
		SP:Iteration 26Q (90579.060000 sec): 3 clusters
  Score: Raw -375236.385227 + Penalty 2759.459253 = -372476.925974
  nChanged 4
		SP:Iteration 27Q (90579.240000 sec): 3 clusters
  Score: Raw -375236.947381 + Penalty 2759.459253 = -372477.488128
  nChanged 1
		SP:Iteration 28Q (90579.410000 sec): 3 clusters
  Score: Raw -375238.035327 + Penalty 2759.459253 = -372478.576074
  nChanged 5
		SP:Iteration 29Q (90579.590000 sec): 3 clusters
  Score: Raw -375240.030686 + Penalty 2759.459253 = -372480.571433
  nChanged 5
		SP:Iteration 30Q (90579.760000 sec): 3 clusters
  Score: Raw -375242.080922 + Penalty 2759.459253 = -372482.621669
  nChanged 5
		SP:Iteration 31Q (90579.960000 sec): 3 clusters
  Score: Raw -375244.369209 + Penalty 2759.459253 = -372484.909955
  nChanged 2
		SP:Iteration 32Q (90580.160000 sec): 3 clusters
  Score: Raw -375245.916362 + Penalty 2759.459253 = -372486.457109
  nChanged 5
		SP:Iteration 33Q (90580.340000 sec): 3 clusters
  Score: Raw -375250.857028 + Penalty 2759.459253 = -372491.397775
  nChanged 7
		SP:Iteration 34Q (90580.510000 sec): 3 clusters
  Score: Raw -375254.160289 + Penalty 2759.459253 = -372494.701035
  nChanged 5
		SP:Iteration 35Q (90580.680000 sec): 3 clusters
  Score: Raw -375257.059879 + Penalty 2759.459253 = -372497.600626
  nChanged 4
		SP:Iteration 36Q (90580.860000 sec): 3 clusters
  Score: Raw -375259.266214 + Penalty 2759.459253 = -372499.806961
  nChanged 6
		SP:Iteration 37Q (90581.040000 sec): 3 clusters
  Score: Raw -375261.054125 + Penalty 2759.459253 = -372501.594871
  nChanged 4
		SP:Iteration 38Q (90581.210000 sec): 3 clusters
  Score: Raw -375262.660942 + Penalty 2759.459253 = -372503.201689
  nChanged 2
		SP:Iteration 39Q (90581.390000 sec): 3 clusters
  Score: Raw -375263.165444 + Penalty 2759.459253 = -372503.706191
  nChanged 0
		SP:Iteration 40F (90581.560000 sec): 3 clusters
  Score: Raw -375263.165444 + Penalty 2759.459253 = -372503.706191
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 74 (7479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90581.660000 sec): 2 clusters
  Score: Raw -720052.576752 + Penalty 1449.476335 = -718603.100417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90581.880000 sec): 3 clusters
  Score: Raw -715963.658699 + Penalty 2898.952671 = -713064.706028
  nChanged 3188
		SP:Iteration 1F (90582.080000 sec): 3 clusters
  Score: Raw -717897.218363 + Penalty 2898.952671 = -714998.265692
  nChanged 635
		SP:Iteration 2F (90582.280000 sec): 3 clusters
  Score: Raw -718369.492849 + Penalty 2898.952671 = -715470.540178
  nChanged 603
		SP:Iteration 3F (90582.480000 sec): 3 clusters
  Score: Raw -718841.107222 + Penalty 2898.952671 = -715942.154551
  nChanged 599
		SP:Iteration 4F (90582.680000 sec): 3 clusters
  Score: Raw -719293.279296 + Penalty 2898.952671 = -716394.326625
  nChanged 486
		SP:Iteration 5F (90582.880000 sec): 3 clusters
  Score: Raw -719636.965930 + Penalty 2898.952671 = -716738.013259
  nChanged 348
		SP:Iteration 6Q (90583.080000 sec): 3 clusters
  Score: Raw -719821.034660 + Penalty 2898.952671 = -716922.081989
  nChanged 242
		SP:Iteration 7Q (90583.280000 sec): 3 clusters
  Score: Raw -719946.138286 + Penalty 2898.952671 = -717047.185615
  nChanged 181
		SP:Iteration 8Q (90583.480000 sec): 3 clusters
  Score: Raw -720035.440322 + Penalty 2898.952671 = -717136.487651
  nChanged 146
		SP:Iteration 9Q (90583.680000 sec): 3 clusters
  Score: Raw -720096.847954 + Penalty 2898.952671 = -717197.895284
  nChanged 102
		SP:Iteration 10Q (90583.880000 sec): 3 clusters
  Score: Raw -720140.844121 + Penalty 2898.952671 = -717241.891450
  nChanged 79
		SP:Iteration 11Q (90584.080000 sec): 3 clusters
  Score: Raw -720164.843034 + Penalty 2898.952671 = -717265.890363
  nChanged 51
		SP:Iteration 12Q (90584.280000 sec): 3 clusters
  Score: Raw -720179.798606 + Penalty 2898.952671 = -717280.845935
  nChanged 39
		SP:Iteration 13Q (90584.480000 sec): 3 clusters
  Score: Raw -720189.430754 + Penalty 2898.952671 = -717290.478083
  nChanged 29
		SP:Iteration 14Q (90584.680000 sec): 3 clusters
  Score: Raw -720195.996541 + Penalty 2898.952671 = -717297.043870
  nChanged 13
		SP:Iteration 15Q (90584.880000 sec): 3 clusters
  Score: Raw -720198.609064 + Penalty 2898.952671 = -717299.656393
  nChanged 13
		SP:Iteration 16Q (90585.080000 sec): 3 clusters
  Score: Raw -720201.968287 + Penalty 2898.952671 = -717303.015616
  nChanged 16
		SP:Iteration 17Q (90585.270000 sec): 3 clusters
  Score: Raw -720205.978645 + Penalty 2898.952671 = -717307.025974
  nChanged 16
		SP:Iteration 18Q (90585.470000 sec): 3 clusters
  Score: Raw -720210.380127 + Penalty 2898.952671 = -717311.427456
  nChanged 20
		SP:Iteration 19Q (90585.670000 sec): 3 clusters
  Score: Raw -720216.803391 + Penalty 2898.952671 = -717317.850720
  nChanged 18
		SP:Iteration 20F (90585.870000 sec): 3 clusters
  Score: Raw -720221.666451 + Penalty 2898.952671 = -717322.713780
  nChanged 15
		SP:Iteration 21Q (90586.070000 sec): 3 clusters
  Score: Raw -720224.601193 + Penalty 2898.952671 = -717325.648522
  nChanged 14
		SP:Iteration 22Q (90586.260000 sec): 3 clusters
  Score: Raw -720228.725799 + Penalty 2898.952671 = -717329.773128
  nChanged 16
		SP:Iteration 23Q (90586.460000 sec): 3 clusters
  Score: Raw -720232.028790 + Penalty 2898.952671 = -717333.076119
  nChanged 13
		SP:Iteration 24Q (90586.660000 sec): 3 clusters
  Score: Raw -720235.428607 + Penalty 2898.952671 = -717336.475936
  nChanged 9
		SP:Iteration 25Q (90586.870000 sec): 3 clusters
  Score: Raw -720237.361591 + Penalty 2898.952671 = -717338.408920
  nChanged 13
		SP:Iteration 26Q (90587.070000 sec): 3 clusters
  Score: Raw -720239.804027 + Penalty 2898.952671 = -717340.851356
  nChanged 9
		SP:Iteration 27Q (90587.270000 sec): 3 clusters
  Score: Raw -720241.711536 + Penalty 2898.952671 = -717342.758865
  nChanged 6
		SP:Iteration 28Q (90587.480000 sec): 3 clusters
  Score: Raw -720243.776484 + Penalty 2898.952671 = -717344.823813
  nChanged 10
		SP:Iteration 29Q (90587.670000 sec): 3 clusters
  Score: Raw -720245.801592 + Penalty 2898.952671 = -717346.848921
  nChanged 7
		SP:Iteration 30Q (90587.870000 sec): 3 clusters
  Score: Raw -720247.333885 + Penalty 2898.952671 = -717348.381214
  nChanged 3
		SP:Iteration 31Q (90588.070000 sec): 3 clusters
  Score: Raw -720247.996870 + Penalty 2898.952671 = -717349.044199
  nChanged 6
		SP:Iteration 32Q (90588.270000 sec): 3 clusters
  Score: Raw -720249.114745 + Penalty 2898.952671 = -717350.162074
  nChanged 5
		SP:Iteration 33Q (90588.470000 sec): 3 clusters
  Score: Raw -720250.400916 + Penalty 2898.952671 = -717351.448245
  nChanged 8
		SP:Iteration 34Q (90588.670000 sec): 3 clusters
  Score: Raw -720252.955144 + Penalty 2898.952671 = -717354.002473
  nChanged 14
		SP:Iteration 35Q (90588.840000 sec): 3 clusters
  Score: Raw -720256.208181 + Penalty 2898.952671 = -717357.255510
  nChanged 11
		SP:Iteration 36Q (90588.960000 sec): 3 clusters
  Score: Raw -720258.864276 + Penalty 2898.952671 = -717359.911605
  nChanged 12
		SP:Iteration 37Q (90589.140000 sec): 3 clusters
  Score: Raw -720261.857311 + Penalty 2898.952671 = -717362.904640
  nChanged 9
		SP:Iteration 38Q (90589.350000 sec): 3 clusters
  Score: Raw -720263.729175 + Penalty 2898.952671 = -717364.776504
  nChanged 13
		SP:Iteration 39Q (90589.540000 sec): 3 clusters
  Score: Raw -720267.732684 + Penalty 2898.952671 = -717368.780013
  nChanged 13
		SP:Iteration 40F (90589.740000 sec): 3 clusters
  Score: Raw -720270.754908 + Penalty 2898.952671 = -717371.802237
  nChanged 12
		SP:Iteration 41Q (90589.940000 sec): 3 clusters
  Score: Raw -720274.576818 + Penalty 2898.952671 = -717375.624147
  nChanged 14
		SP:Iteration 42Q (90590.140000 sec): 3 clusters
  Score: Raw -720277.697058 + Penalty 2898.952671 = -717378.744387
  nChanged 8
		SP:Iteration 43Q (90590.340000 sec): 3 clusters
  Score: Raw -720279.113388 + Penalty 2898.952671 = -717380.160717
  nChanged 6
		SP:Iteration 44Q (90590.540000 sec): 3 clusters
  Score: Raw -720280.101219 + Penalty 2898.952671 = -717381.148548
  nChanged 7
		SP:Iteration 45Q (90590.740000 sec): 3 clusters
  Score: Raw -720281.636746 + Penalty 2898.952671 = -717382.684075
  nChanged 7
		SP:Iteration 46Q (90590.940000 sec): 3 clusters
  Score: Raw -720283.346392 + Penalty 2898.952671 = -717384.393721
  nChanged 5
		SP:Iteration 47Q (90591.130000 sec): 3 clusters
  Score: Raw -720284.828288 + Penalty 2898.952671 = -717385.875617
  nChanged 8
		SP:Iteration 48Q (90591.340000 sec): 3 clusters
  Score: Raw -720286.449008 + Penalty 2898.952671 = -717387.496337
  nChanged 6
		SP:Iteration 49Q (90591.530000 sec): 3 clusters
  Score: Raw -720287.672089 + Penalty 2898.952671 = -717388.719418
  nChanged 6
		SP:Iteration 50Q (90591.730000 sec): 3 clusters
  Score: Raw -720288.816297 + Penalty 2898.952671 = -717389.863626
  nChanged 4
		SP:Iteration 51Q (90591.930000 sec): 3 clusters
  Score: Raw -720289.586016 + Penalty 2898.952671 = -717390.633345
  nChanged 6
		SP:Iteration 52Q (90592.040000 sec): 3 clusters
  Score: Raw -720290.834153 + Penalty 2898.952671 = -717391.881482
  nChanged 6
		SP:Iteration 53Q (90592.160000 sec): 3 clusters
  Score: Raw -720292.143415 + Penalty 2898.952671 = -717393.190744
  nChanged 4
		SP:Iteration 54Q (90592.290000 sec): 3 clusters
  Score: Raw -720293.102558 + Penalty 2898.952671 = -717394.149887
  nChanged 8
		SP:Iteration 55Q (90592.490000 sec): 3 clusters
  Score: Raw -720294.732739 + Penalty 2898.952671 = -717395.780068
  nChanged 7
		SP:Iteration 56Q (90592.690000 sec): 3 clusters
  Score: Raw -720296.127484 + Penalty 2898.952671 = -717397.174813
  nChanged 2
		SP:Iteration 57Q (90592.950000 sec): 3 clusters
  Score: Raw -720296.737079 + Penalty 2898.952671 = -717397.784408
  nChanged 0
		SP:Iteration 58F (90593.150000 sec): 3 clusters
  Score: Raw -720296.737079 + Penalty 2898.952671 = -717397.784408
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 75 (3225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90593.250000 sec): 2 clusters
  Score: Raw -266906.169506 + Penalty 1312.786837 = -265593.382669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90593.430000 sec): 3 clusters
  Score: Raw -265345.904094 + Penalty 2625.573674 = -262720.330420
  nChanged 1256
		SP:Iteration 1F (90593.600000 sec): 3 clusters
  Score: Raw -266138.908510 + Penalty 2625.573674 = -263513.334836
  nChanged 276
		SP:Iteration 2F (90593.780000 sec): 3 clusters
  Score: Raw -266346.234714 + Penalty 2625.573674 = -263720.661040
  nChanged 200
		SP:Iteration 3F (90593.950000 sec): 3 clusters
  Score: Raw -266491.870369 + Penalty 2625.573674 = -263866.296694
  nChanged 172
		SP:Iteration 4F (90594.130000 sec): 3 clusters
  Score: Raw -266605.767074 + Penalty 2625.573674 = -263980.193399
  nChanged 153
		SP:Iteration 5Q (90594.310000 sec): 3 clusters
  Score: Raw -266719.283052 + Penalty 2625.573674 = -264093.709377
  nChanged 137
		SP:Iteration 6Q (90594.480000 sec): 3 clusters
  Score: Raw -266806.719151 + Penalty 2625.573674 = -264181.145477
  nChanged 113
		SP:Iteration 7Q (90594.650000 sec): 3 clusters
  Score: Raw -266872.835116 + Penalty 2625.573674 = -264247.261442
  nChanged 84
		SP:Iteration 8Q (90594.830000 sec): 3 clusters
  Score: Raw -266920.269263 + Penalty 2625.573674 = -264294.695589
  nChanged 74
		SP:Iteration 9Q (90595.010000 sec): 3 clusters
  Score: Raw -266964.878754 + Penalty 2625.573674 = -264339.305079
  nChanged 63
		SP:Iteration 10Q (90595.180000 sec): 3 clusters
  Score: Raw -267003.849997 + Penalty 2625.573674 = -264378.276323
  nChanged 50
		SP:Iteration 11Q (90595.360000 sec): 3 clusters
  Score: Raw -267035.550833 + Penalty 2625.573674 = -264409.977159
  nChanged 54
		SP:Iteration 12Q (90595.530000 sec): 3 clusters
  Score: Raw -267070.908338 + Penalty 2625.573674 = -264445.334663
  nChanged 50
		SP:Iteration 13Q (90595.710000 sec): 3 clusters
  Score: Raw -267106.272235 + Penalty 2625.573674 = -264480.698560
  nChanged 42
		SP:Iteration 14Q (90595.890000 sec): 3 clusters
  Score: Raw -267124.299828 + Penalty 2625.573674 = -264498.726154
  nChanged 33
		SP:Iteration 15Q (90596.060000 sec): 3 clusters
  Score: Raw -267137.269771 + Penalty 2625.573674 = -264511.696096
  nChanged 24
		SP:Iteration 16Q (90596.240000 sec): 3 clusters
  Score: Raw -267145.830683 + Penalty 2625.573674 = -264520.257008
  nChanged 15
		SP:Iteration 17Q (90596.410000 sec): 3 clusters
  Score: Raw -267151.208877 + Penalty 2625.573674 = -264525.635202
  nChanged 10
		SP:Iteration 18Q (90596.590000 sec): 3 clusters
  Score: Raw -267155.607090 + Penalty 2625.573674 = -264530.033415
  nChanged 13
		SP:Iteration 19Q (90596.770000 sec): 3 clusters
  Score: Raw -267161.612379 + Penalty 2625.573674 = -264536.038704
  nChanged 16
		SP:Iteration 20F (90596.940000 sec): 3 clusters
  Score: Raw -267168.627701 + Penalty 2625.573674 = -264543.054027
  nChanged 19
		SP:Iteration 21Q (90597.120000 sec): 3 clusters
  Score: Raw -267175.650336 + Penalty 2625.573674 = -264550.076661
  nChanged 11
		SP:Iteration 22Q (90597.290000 sec): 3 clusters
  Score: Raw -267180.027962 + Penalty 2625.573674 = -264554.454287
  nChanged 18
		SP:Iteration 23Q (90597.470000 sec): 3 clusters
  Score: Raw -267186.298932 + Penalty 2625.573674 = -264560.725257
  nChanged 16
		SP:Iteration 24Q (90597.650000 sec): 3 clusters
  Score: Raw -267192.001339 + Penalty 2625.573674 = -264566.427665
  nChanged 14
		SP:Iteration 25Q (90597.820000 sec): 3 clusters
  Score: Raw -267197.100223 + Penalty 2625.573674 = -264571.526549
  nChanged 9
		SP:Iteration 26Q (90598.000000 sec): 3 clusters
  Score: Raw -267199.823372 + Penalty 2625.573674 = -264574.249697
  nChanged 9
		SP:Iteration 27Q (90598.170000 sec): 3 clusters
  Score: Raw -267202.898879 + Penalty 2625.573674 = -264577.325205
  nChanged 11
		SP:Iteration 28Q (90598.350000 sec): 3 clusters
  Score: Raw -267207.747589 + Penalty 2625.573674 = -264582.173914
  nChanged 11
		SP:Iteration 29Q (90598.530000 sec): 3 clusters
  Score: Raw -267211.527528 + Penalty 2625.573674 = -264585.953854
  nChanged 9
		SP:Iteration 30Q (90598.700000 sec): 3 clusters
  Score: Raw -267215.258034 + Penalty 2625.573674 = -264589.684359
  nChanged 6
		SP:Iteration 31Q (90598.880000 sec): 3 clusters
  Score: Raw -267217.321247 + Penalty 2625.573674 = -264591.747573
  nChanged 6
		SP:Iteration 32Q (90599.050000 sec): 3 clusters
  Score: Raw -267219.639159 + Penalty 2625.573674 = -264594.065484
  nChanged 4
		SP:Iteration 33Q (90599.230000 sec): 3 clusters
  Score: Raw -267220.541959 + Penalty 2625.573674 = -264594.968285
  nChanged 2
		SP:Iteration 34Q (90599.410000 sec): 3 clusters
  Score: Raw -267220.953952 + Penalty 2625.573674 = -264595.380277
  nChanged 1
		SP:Iteration 35Q (90599.580000 sec): 3 clusters
  Score: Raw -267221.223809 + Penalty 2625.573674 = -264595.650135
  nChanged 1
		SP:Iteration 36Q (90599.750000 sec): 3 clusters
  Score: Raw -267221.674564 + Penalty 2625.573674 = -264596.100889
  nChanged 3
		SP:Iteration 37Q (90599.930000 sec): 3 clusters
  Score: Raw -267223.080241 + Penalty 2625.573674 = -264597.506566
  nChanged 5
		SP:Iteration 38Q (90600.110000 sec): 3 clusters
  Score: Raw -267224.510134 + Penalty 2625.573674 = -264598.936460
  nChanged 3
		SP:Iteration 39Q (90600.280000 sec): 3 clusters
  Score: Raw -267225.280644 + Penalty 2625.573674 = -264599.706970
  nChanged 1
		SP:Iteration 40F (90600.460000 sec): 3 clusters
  Score: Raw -267225.962435 + Penalty 2625.573674 = -264600.388761
  nChanged 2
		SP:Iteration 41Q (90600.630000 sec): 3 clusters
  Score: Raw -267227.358594 + Penalty 2625.573674 = -264601.784920
  nChanged 5
		SP:Iteration 42Q (90600.810000 sec): 3 clusters
  Score: Raw -267228.614513 + Penalty 2625.573674 = -264603.040839
  nChanged 4
		SP:Iteration 43Q (90600.990000 sec): 3 clusters
  Score: Raw -267229.919688 + Penalty 2625.573674 = -264604.346014
  nChanged 4
		SP:Iteration 44Q (90601.160000 sec): 3 clusters
  Score: Raw -267231.472473 + Penalty 2625.573674 = -264605.898799
  nChanged 1
		SP:Iteration 45Q (90601.340000 sec): 3 clusters
  Score: Raw -267231.856249 + Penalty 2625.573674 = -264606.282574
  nChanged 2
		SP:Iteration 46Q (90601.510000 sec): 3 clusters
  Score: Raw -267232.296849 + Penalty 2625.573674 = -264606.723174
  nChanged 3
		SP:Iteration 47Q (90601.690000 sec): 3 clusters
  Score: Raw -267233.421393 + Penalty 2625.573674 = -264607.847719
  nChanged 5
		SP:Iteration 48Q (90601.870000 sec): 3 clusters
  Score: Raw -267234.852683 + Penalty 2625.573674 = -264609.279009
  nChanged 6
		SP:Iteration 49Q (90602.040000 sec): 3 clusters
  Score: Raw -267236.534706 + Penalty 2625.573674 = -264610.961032
  nChanged 4
		SP:Iteration 50Q (90602.220000 sec): 3 clusters
  Score: Raw -267237.728934 + Penalty 2625.573674 = -264612.155260
  nChanged 0
		SP:Iteration 51F (90602.370000 sec): 3 clusters
  Score: Raw -267237.728934 + Penalty 2625.573674 = -264612.155260
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 76 (2730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90602.470000 sec): 2 clusters
  Score: Raw -226566.129182 + Penalty 1285.709244 = -225280.419938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90602.650000 sec): 3 clusters
  Score: Raw -225343.660350 + Penalty 2571.418489 = -222772.241861
  nChanged 1032
		SP:Iteration 1F (90602.830000 sec): 3 clusters
  Score: Raw -226120.235157 + Penalty 2571.418489 = -223548.816668
  nChanged 300
		SP:Iteration 2F (90603.000000 sec): 3 clusters
  Score: Raw -226462.561524 + Penalty 2571.418489 = -223891.143035
  nChanged 221
		SP:Iteration 3F (90603.180000 sec): 3 clusters
  Score: Raw -226702.181436 + Penalty 2571.418489 = -224130.762947
  nChanged 162
		SP:Iteration 4F (90603.350000 sec): 3 clusters
  Score: Raw -226853.511087 + Penalty 2571.418489 = -224282.092598
  nChanged 123
		SP:Iteration 5Q (90603.530000 sec): 3 clusters
  Score: Raw -226964.685259 + Penalty 2571.418489 = -224393.266770
  nChanged 87
		SP:Iteration 6Q (90603.710000 sec): 3 clusters
  Score: Raw -227033.823138 + Penalty 2571.418489 = -224462.404650
  nChanged 56
		SP:Iteration 7Q (90603.880000 sec): 3 clusters
  Score: Raw -227068.320365 + Penalty 2571.418489 = -224496.901876
  nChanged 45
		SP:Iteration 8Q (90604.050000 sec): 3 clusters
  Score: Raw -227101.370057 + Penalty 2571.418489 = -224529.951568
  nChanged 39
		SP:Iteration 9Q (90604.230000 sec): 3 clusters
  Score: Raw -227124.459521 + Penalty 2571.418489 = -224553.041032
  nChanged 30
		SP:Iteration 10Q (90604.410000 sec): 3 clusters
  Score: Raw -227141.203123 + Penalty 2571.418489 = -224569.784634
  nChanged 28
		SP:Iteration 11Q (90604.580000 sec): 3 clusters
  Score: Raw -227152.298774 + Penalty 2571.418489 = -224580.880285
  nChanged 13
		SP:Iteration 12Q (90604.760000 sec): 3 clusters
  Score: Raw -227158.709975 + Penalty 2571.418489 = -224587.291486
  nChanged 9
		SP:Iteration 13Q (90604.930000 sec): 3 clusters
  Score: Raw -227162.524778 + Penalty 2571.418489 = -224591.106289
  nChanged 8
		SP:Iteration 14Q (90605.110000 sec): 3 clusters
  Score: Raw -227165.802275 + Penalty 2571.418489 = -224594.383786
  nChanged 9
		SP:Iteration 15Q (90605.290000 sec): 3 clusters
  Score: Raw -227171.658951 + Penalty 2571.418489 = -224600.240463
  nChanged 8
		SP:Iteration 16Q (90605.460000 sec): 3 clusters
  Score: Raw -227176.267675 + Penalty 2571.418489 = -224604.849186
  nChanged 8
		SP:Iteration 17Q (90605.640000 sec): 3 clusters
  Score: Raw -227180.228038 + Penalty 2571.418489 = -224608.809550
  nChanged 7
		SP:Iteration 18Q (90605.810000 sec): 3 clusters
  Score: Raw -227182.011307 + Penalty 2571.418489 = -224610.592818
  nChanged 4
		SP:Iteration 19Q (90605.990000 sec): 3 clusters
  Score: Raw -227183.186189 + Penalty 2571.418489 = -224611.767700
  nChanged 3
		SP:Iteration 20F (90606.170000 sec): 3 clusters
  Score: Raw -227184.167217 + Penalty 2571.418489 = -224612.748728
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 77 (2133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90606.250000 sec): 2 clusters
  Score: Raw -176847.112545 + Penalty 1245.608767 = -175601.503778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90606.430000 sec): 3 clusters
  Score: Raw -175990.999002 + Penalty 2491.217534 = -173499.781469
  nChanged 745
		SP:Iteration 1F (90606.600000 sec): 3 clusters
  Score: Raw -176577.739436 + Penalty 2491.217534 = -174086.521903
  nChanged 219
		SP:Iteration 2F (90606.780000 sec): 3 clusters
  Score: Raw -176801.288659 + Penalty 2491.217534 = -174310.071126
  nChanged 139
		SP:Iteration 3F (90606.950000 sec): 3 clusters
  Score: Raw -176976.388049 + Penalty 2491.217534 = -174485.170516
  nChanged 143
		SP:Iteration 4F (90607.130000 sec): 3 clusters
  Score: Raw -177163.066443 + Penalty 2491.217534 = -174671.848910
  nChanged 121
		SP:Iteration 5F (90607.310000 sec): 3 clusters
  Score: Raw -177328.303677 + Penalty 2491.217534 = -174837.086143
  nChanged 99
		SP:Iteration 6Q (90607.480000 sec): 3 clusters
  Score: Raw -177470.319711 + Penalty 2491.217534 = -174979.102178
  nChanged 86
		SP:Iteration 7Q (90607.660000 sec): 3 clusters
  Score: Raw -177588.758885 + Penalty 2491.217534 = -175097.541352
  nChanged 46
		SP:Iteration 8Q (90607.830000 sec): 3 clusters
  Score: Raw -177644.739032 + Penalty 2491.217534 = -175153.521498
  nChanged 37
		SP:Iteration 9Q (90607.970000 sec): 3 clusters
  Score: Raw -177695.103116 + Penalty 2491.217534 = -175203.885582
  nChanged 33
		SP:Iteration 10Q (90608.140000 sec): 3 clusters
  Score: Raw -177726.153710 + Penalty 2491.217534 = -175234.936176
  nChanged 30
		SP:Iteration 11Q (90608.320000 sec): 3 clusters
  Score: Raw -177749.505000 + Penalty 2491.217534 = -175258.287467
  nChanged 14
		SP:Iteration 12Q (90608.490000 sec): 3 clusters
  Score: Raw -177758.511298 + Penalty 2491.217534 = -175267.293765
  nChanged 6
		SP:Iteration 13Q (90608.670000 sec): 3 clusters
  Score: Raw -177764.053921 + Penalty 2491.217534 = -175272.836388
  nChanged 6
		SP:Iteration 14Q (90608.850000 sec): 3 clusters
  Score: Raw -177767.821619 + Penalty 2491.217534 = -175276.604085
  nChanged 2
		SP:Iteration 15Q (90609.020000 sec): 3 clusters
  Score: Raw -177768.169311 + Penalty 2491.217534 = -175276.951778
  nChanged 1
		SP:Iteration 16Q (90609.190000 sec): 3 clusters
  Score: Raw -177768.403740 + Penalty 2491.217534 = -175277.186207
  nChanged 1
		SP:Iteration 17Q (90609.370000 sec): 3 clusters
  Score: Raw -177769.728975 + Penalty 2491.217534 = -175278.511441
  nChanged 1
		SP:Iteration 18Q (90609.550000 sec): 3 clusters
  Score: Raw -177769.924143 + Penalty 2491.217534 = -175278.706610
  nChanged 0
		SP:Iteration 19F (90609.720000 sec): 3 clusters
  Score: Raw -177769.924143 + Penalty 2491.217534 = -175278.706610
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 78 (5123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90609.850000 sec): 2 clusters
  Score: Raw -509103.375587 + Penalty 1387.993016 = -507715.382571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90610.030000 sec): 3 clusters
  Score: Raw -506422.566197 + Penalty 2775.986032 = -503646.580165
  nChanged 2036
		SP:Iteration 1F (90610.200000 sec): 3 clusters
  Score: Raw -507509.954225 + Penalty 2775.986032 = -504733.968193
  nChanged 325
		SP:Iteration 2F (90610.380000 sec): 3 clusters
  Score: Raw -507673.103479 + Penalty 2775.986032 = -504897.117446
  nChanged 250
		SP:Iteration 3Q (90610.550000 sec): 3 clusters
  Score: Raw -507777.619847 + Penalty 2775.986032 = -505001.633815
  nChanged 172
		SP:Iteration 4Q (90610.730000 sec): 3 clusters
  Score: Raw -507845.647845 + Penalty 2775.986032 = -505069.661813
  nChanged 155
		SP:Iteration 5Q (90610.900000 sec): 3 clusters
  Score: Raw -507906.314891 + Penalty 2775.986032 = -505130.328859
  nChanged 142
		SP:Iteration 6Q (90611.080000 sec): 3 clusters
  Score: Raw -507967.645119 + Penalty 2775.986032 = -505191.659087
  nChanged 139
		SP:Iteration 7Q (90611.250000 sec): 3 clusters
  Score: Raw -508021.196492 + Penalty 2775.986032 = -505245.210460
  nChanged 102
		SP:Iteration 8Q (90611.430000 sec): 3 clusters
  Score: Raw -508055.105509 + Penalty 2775.986032 = -505279.119476
  nChanged 110
		SP:Iteration 9Q (90611.600000 sec): 3 clusters
  Score: Raw -508091.749015 + Penalty 2775.986032 = -505315.762983
  nChanged 100
		SP:Iteration 10Q (90611.770000 sec): 3 clusters
  Score: Raw -508126.785248 + Penalty 2775.986032 = -505350.799215
  nChanged 101
		SP:Iteration 11Q (90611.950000 sec): 3 clusters
  Score: Raw -508161.735633 + Penalty 2775.986032 = -505385.749601
  nChanged 122
		SP:Iteration 12Q (90612.130000 sec): 3 clusters
  Score: Raw -508214.047024 + Penalty 2775.986032 = -505438.060992
  nChanged 136
		SP:Iteration 13Q (90612.300000 sec): 3 clusters
  Score: Raw -508274.248176 + Penalty 2775.986032 = -505498.262144
  nChanged 137
		SP:Iteration 14Q (90612.470000 sec): 3 clusters
  Score: Raw -508342.240174 + Penalty 2775.986032 = -505566.254142
  nChanged 155
		SP:Iteration 15Q (90612.650000 sec): 3 clusters
  Score: Raw -508427.459064 + Penalty 2775.986032 = -505651.473032
  nChanged 180
		SP:Iteration 16Q (90612.830000 sec): 3 clusters
  Score: Raw -508518.183600 + Penalty 2775.986032 = -505742.197567
  nChanged 136
		SP:Iteration 17Q (90613.000000 sec): 3 clusters
  Score: Raw -508588.934747 + Penalty 2775.986032 = -505812.948715
  nChanged 126
		SP:Iteration 18Q (90613.170000 sec): 3 clusters
  Score: Raw -508665.312504 + Penalty 2775.986032 = -505889.326472
  nChanged 117
		SP:Iteration 19Q (90613.350000 sec): 3 clusters
  Score: Raw -508734.545284 + Penalty 2775.986032 = -505958.559252
  nChanged 111
		SP:Iteration 20F (90613.530000 sec): 3 clusters
  Score: Raw -508804.477484 + Penalty 2775.986032 = -506028.491451
  nChanged 96
		SP:Iteration 21Q (90613.700000 sec): 3 clusters
  Score: Raw -508860.607639 + Penalty 2775.986032 = -506084.621606
  nChanged 91
		SP:Iteration 22Q (90613.870000 sec): 3 clusters
  Score: Raw -508915.549470 + Penalty 2775.986032 = -506139.563438
  nChanged 81
		SP:Iteration 23Q (90614.050000 sec): 3 clusters
  Score: Raw -508970.546536 + Penalty 2775.986032 = -506194.560504
  nChanged 72
		SP:Iteration 24Q (90614.230000 sec): 3 clusters
  Score: Raw -509022.271575 + Penalty 2775.986032 = -506246.285543
  nChanged 66
		SP:Iteration 25Q (90614.400000 sec): 3 clusters
  Score: Raw -509070.475614 + Penalty 2775.986032 = -506294.489582
  nChanged 49
		SP:Iteration 26Q (90614.580000 sec): 3 clusters
  Score: Raw -509105.711620 + Penalty 2775.986032 = -506329.725588
  nChanged 39
		SP:Iteration 27Q (90614.750000 sec): 3 clusters
  Score: Raw -509131.785202 + Penalty 2775.986032 = -506355.799170
  nChanged 26
		SP:Iteration 28Q (90614.930000 sec): 3 clusters
  Score: Raw -509155.195542 + Penalty 2775.986032 = -506379.209510
  nChanged 26
		SP:Iteration 29Q (90615.100000 sec): 3 clusters
  Score: Raw -509175.540502 + Penalty 2775.986032 = -506399.554470
  nChanged 22
		SP:Iteration 30Q (90615.280000 sec): 3 clusters
  Score: Raw -509192.451064 + Penalty 2775.986032 = -506416.465032
  nChanged 19
		SP:Iteration 31Q (90615.450000 sec): 3 clusters
  Score: Raw -509205.001666 + Penalty 2775.986032 = -506429.015634
  nChanged 11
		SP:Iteration 32Q (90615.670000 sec): 3 clusters
  Score: Raw -509212.675665 + Penalty 2775.986032 = -506436.689633
  nChanged 13
		SP:Iteration 33Q (90615.850000 sec): 3 clusters
  Score: Raw -509222.588847 + Penalty 2775.986032 = -506446.602815
  nChanged 9
		SP:Iteration 34Q (90616.020000 sec): 3 clusters
  Score: Raw -509229.808987 + Penalty 2775.986032 = -506453.822955
  nChanged 13
		SP:Iteration 35Q (90616.200000 sec): 3 clusters
  Score: Raw -509239.495493 + Penalty 2775.986032 = -506463.509461
  nChanged 12
		SP:Iteration 36Q (90616.370000 sec): 3 clusters
  Score: Raw -509246.737150 + Penalty 2775.986032 = -506470.751118
  nChanged 7
		SP:Iteration 37Q (90616.550000 sec): 3 clusters
  Score: Raw -509252.889498 + Penalty 2775.986032 = -506476.903466
  nChanged 8
		SP:Iteration 38Q (90616.720000 sec): 3 clusters
  Score: Raw -509260.358823 + Penalty 2775.986032 = -506484.372791
  nChanged 5
		SP:Iteration 39Q (90616.900000 sec): 3 clusters
  Score: Raw -509264.616122 + Penalty 2775.986032 = -506488.630090
  nChanged 6
		SP:Iteration 40F (90617.070000 sec): 3 clusters
  Score: Raw -509270.120800 + Penalty 2775.986032 = -506494.134768
  nChanged 8
		SP:Iteration 41Q (90617.250000 sec): 3 clusters
  Score: Raw -509276.190903 + Penalty 2775.986032 = -506500.204871
  nChanged 2
		SP:Iteration 42Q (90617.420000 sec): 3 clusters
  Score: Raw -509277.877195 + Penalty 2775.986032 = -506501.891163
  nChanged 1
		SP:Iteration 43Q (90617.640000 sec): 3 clusters
  Score: Raw -509279.610257 + Penalty 2775.986032 = -506503.624225
  nChanged 3
		SP:Iteration 44Q (90617.810000 sec): 3 clusters
  Score: Raw -509284.022900 + Penalty 2775.986032 = -506508.036868
  nChanged 2
		SP:Iteration 45Q (90617.980000 sec): 3 clusters
  Score: Raw -509285.791343 + Penalty 2775.986032 = -506509.805311
  nChanged 3
		SP:Iteration 46Q (90618.130000 sec): 3 clusters
  Score: Raw -509289.790578 + Penalty 2775.986032 = -506513.804545
  nChanged 2
		SP:Iteration 47Q (90618.230000 sec): 3 clusters
  Score: Raw -509291.799537 + Penalty 2775.986032 = -506515.813505
  nChanged 2
		SP:Iteration 48Q (90618.320000 sec): 3 clusters
  Score: Raw -509293.955869 + Penalty 2775.986032 = -506517.969836
  nChanged 2
		SP:Iteration 49Q (90618.520000 sec): 3 clusters
  Score: Raw -509295.249149 + Penalty 2775.986032 = -506519.263116
  nChanged 1
		SP:Iteration 50Q (90618.700000 sec): 3 clusters
  Score: Raw -509295.758165 + Penalty 2775.986032 = -506519.772133
  nChanged 0
		SP:Iteration 51F (90618.900000 sec): 3 clusters
  Score: Raw -509295.758165 + Penalty 2775.986032 = -506519.772133
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 79 (2345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90618.990000 sec): 2 clusters
  Score: Raw -180068.531222 + Penalty 1261.006611 = -178807.524611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90619.170000 sec): 3 clusters
  Score: Raw -179067.116168 + Penalty 2522.013221 = -176545.102947
  nChanged 855
		SP:Iteration 1F (90619.340000 sec): 3 clusters
  Score: Raw -179721.492802 + Penalty 2522.013221 = -177199.479581
  nChanged 226
		SP:Iteration 2F (90619.520000 sec): 3 clusters
  Score: Raw -179912.663584 + Penalty 2522.013221 = -177390.650363
  nChanged 132
		SP:Iteration 3F (90619.690000 sec): 3 clusters
  Score: Raw -180017.556659 + Penalty 2522.013221 = -177495.543437
  nChanged 91
		SP:Iteration 4Q (90619.870000 sec): 3 clusters
  Score: Raw -180092.067033 + Penalty 2522.013221 = -177570.053811
  nChanged 74
		SP:Iteration 5Q (90620.050000 sec): 3 clusters
  Score: Raw -180143.708686 + Penalty 2522.013221 = -177621.695465
  nChanged 58
		SP:Iteration 6Q (90620.220000 sec): 3 clusters
  Score: Raw -180184.195417 + Penalty 2522.013221 = -177662.182196
  nChanged 40
		SP:Iteration 7Q (90620.400000 sec): 3 clusters
  Score: Raw -180205.029108 + Penalty 2522.013221 = -177683.015887
  nChanged 27
		SP:Iteration 8Q (90620.570000 sec): 3 clusters
  Score: Raw -180227.280918 + Penalty 2522.013221 = -177705.267697
  nChanged 38
		SP:Iteration 9Q (90620.750000 sec): 3 clusters
  Score: Raw -180254.288489 + Penalty 2522.013221 = -177732.275268
  nChanged 29
		SP:Iteration 10Q (90620.930000 sec): 3 clusters
  Score: Raw -180271.186432 + Penalty 2522.013221 = -177749.173211
  nChanged 18
		SP:Iteration 11Q (90621.100000 sec): 3 clusters
  Score: Raw -180283.288067 + Penalty 2522.013221 = -177761.274845
  nChanged 16
		SP:Iteration 12Q (90621.280000 sec): 3 clusters
  Score: Raw -180295.129736 + Penalty 2522.013221 = -177773.116515
  nChanged 14
		SP:Iteration 13Q (90621.450000 sec): 3 clusters
  Score: Raw -180304.784488 + Penalty 2522.013221 = -177782.771266
  nChanged 16
		SP:Iteration 14Q (90621.520000 sec): 3 clusters
  Score: Raw -180315.134771 + Penalty 2522.013221 = -177793.121550
  nChanged 14
		SP:Iteration 15Q (90621.570000 sec): 3 clusters
  Score: Raw -180324.312695 + Penalty 2522.013221 = -177802.299473
  nChanged 10
		SP:Iteration 16Q (90621.610000 sec): 3 clusters
  Score: Raw -180330.438280 + Penalty 2522.013221 = -177808.425059
  nChanged 8
		SP:Iteration 17Q (90621.660000 sec): 3 clusters
  Score: Raw -180334.500822 + Penalty 2522.013221 = -177812.487601
  nChanged 7
		SP:Iteration 18Q (90621.710000 sec): 3 clusters
  Score: Raw -180337.279539 + Penalty 2522.013221 = -177815.266318
  nChanged 1
		SP:Iteration 19Q (90621.750000 sec): 3 clusters
  Score: Raw -180337.451798 + Penalty 2522.013221 = -177815.438577
  nChanged 2
		SP:Iteration 20F (90621.800000 sec): 3 clusters
  Score: Raw -180337.964630 + Penalty 2522.013221 = -177815.951408
  nChanged 1
		SP:Iteration 21Q (90621.840000 sec): 3 clusters
  Score: Raw -180338.226865 + Penalty 2522.013221 = -177816.213644
  nChanged 1
		SP:Iteration 22Q (90621.890000 sec): 3 clusters
  Score: Raw -180338.458555 + Penalty 2522.013221 = -177816.445334
  nChanged 0
		SP:Iteration 23F (90621.930000 sec): 3 clusters
  Score: Raw -180338.458555 + Penalty 2522.013221 = -177816.445334
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 80 (4588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90622.050000 sec): 2 clusters
  Score: Raw -328391.854231 + Penalty 1370.069915 = -327021.784315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90622.220000 sec): 3 clusters
  Score: Raw -326051.570039 + Penalty 2740.139830 = -323311.430209
  nChanged 1847
		SP:Iteration 1F (90622.400000 sec): 3 clusters
  Score: Raw -327221.666196 + Penalty 2740.139830 = -324481.526366
  nChanged 419
		SP:Iteration 2F (90622.570000 sec): 3 clusters
  Score: Raw -327583.202572 + Penalty 2740.139830 = -324843.062741
  nChanged 341
		SP:Iteration 3F (90622.750000 sec): 3 clusters
  Score: Raw -327886.236187 + Penalty 2740.139830 = -325146.096357
  nChanged 276
		SP:Iteration 4F (90622.920000 sec): 3 clusters
  Score: Raw -328085.186876 + Penalty 2740.139830 = -325345.047045
  nChanged 215
		SP:Iteration 5Q (90623.100000 sec): 3 clusters
  Score: Raw -328215.677984 + Penalty 2740.139830 = -325475.538153
  nChanged 165
		SP:Iteration 6Q (90623.270000 sec): 3 clusters
  Score: Raw -328318.560440 + Penalty 2740.139830 = -325578.420609
  nChanged 145
		SP:Iteration 7Q (90623.450000 sec): 3 clusters
  Score: Raw -328413.655709 + Penalty 2740.139830 = -325673.515879
  nChanged 153
		SP:Iteration 8Q (90623.630000 sec): 3 clusters
  Score: Raw -328507.107349 + Penalty 2740.139830 = -325766.967519
  nChanged 121
		SP:Iteration 9Q (90623.800000 sec): 3 clusters
  Score: Raw -328569.815864 + Penalty 2740.139830 = -325829.676034
  nChanged 89
		SP:Iteration 10Q (90623.980000 sec): 3 clusters
  Score: Raw -328611.015107 + Penalty 2740.139830 = -325870.875276
  nChanged 72
		SP:Iteration 11Q (90624.150000 sec): 3 clusters
  Score: Raw -328638.203103 + Penalty 2740.139830 = -325898.063273
  nChanged 66
		SP:Iteration 12Q (90624.330000 sec): 3 clusters
  Score: Raw -328668.923530 + Penalty 2740.139830 = -325928.783699
  nChanged 75
		SP:Iteration 13Q (90624.510000 sec): 3 clusters
  Score: Raw -328703.975456 + Penalty 2740.139830 = -325963.835625
  nChanged 69
		SP:Iteration 14Q (90624.680000 sec): 3 clusters
  Score: Raw -328730.449519 + Penalty 2740.139830 = -325990.309688
  nChanged 68
		SP:Iteration 15Q (90624.860000 sec): 3 clusters
  Score: Raw -328761.766516 + Penalty 2740.139830 = -326021.626686
  nChanged 69
		SP:Iteration 16Q (90625.030000 sec): 3 clusters
  Score: Raw -328790.141539 + Penalty 2740.139830 = -326050.001708
  nChanged 67
		SP:Iteration 17Q (90625.210000 sec): 3 clusters
  Score: Raw -328821.116636 + Penalty 2740.139830 = -326080.976806
  nChanged 56
		SP:Iteration 18Q (90625.380000 sec): 3 clusters
  Score: Raw -328840.921111 + Penalty 2740.139830 = -326100.781280
  nChanged 50
		SP:Iteration 19Q (90625.560000 sec): 3 clusters
  Score: Raw -328860.375024 + Penalty 2740.139830 = -326120.235193
  nChanged 47
		SP:Iteration 20F (90625.730000 sec): 3 clusters
  Score: Raw -328878.539887 + Penalty 2740.139830 = -326138.400057
  nChanged 45
		SP:Iteration 21Q (90625.910000 sec): 3 clusters
  Score: Raw -328897.193944 + Penalty 2740.139830 = -326157.054114
  nChanged 45
		SP:Iteration 22Q (90626.080000 sec): 3 clusters
  Score: Raw -328918.956336 + Penalty 2740.139830 = -326178.816505
  nChanged 48
		SP:Iteration 23Q (90626.300000 sec): 3 clusters
  Score: Raw -328940.952776 + Penalty 2740.139830 = -326200.812945
  nChanged 46
		SP:Iteration 24Q (90626.480000 sec): 3 clusters
  Score: Raw -328960.956627 + Penalty 2740.139830 = -326220.816796
  nChanged 38
		SP:Iteration 25Q (90626.650000 sec): 3 clusters
  Score: Raw -328977.682141 + Penalty 2740.139830 = -326237.542310
  nChanged 41
		SP:Iteration 26Q (90626.830000 sec): 3 clusters
  Score: Raw -328996.774779 + Penalty 2740.139830 = -326256.634949
  nChanged 34
		SP:Iteration 27Q (90627.000000 sec): 3 clusters
  Score: Raw -329009.579661 + Penalty 2740.139830 = -326269.439830
  nChanged 28
		SP:Iteration 28Q (90627.180000 sec): 3 clusters
  Score: Raw -329021.362118 + Penalty 2740.139830 = -326281.222287
  nChanged 26
		SP:Iteration 29Q (90627.260000 sec): 3 clusters
  Score: Raw -329029.779825 + Penalty 2740.139830 = -326289.639995
  nChanged 23
		SP:Iteration 30Q (90627.350000 sec): 3 clusters
  Score: Raw -329037.488361 + Penalty 2740.139830 = -326297.348530
  nChanged 10
		SP:Iteration 31Q (90627.440000 sec): 3 clusters
  Score: Raw -329040.007266 + Penalty 2740.139830 = -326299.867435
  nChanged 9
		SP:Iteration 32Q (90627.520000 sec): 3 clusters
  Score: Raw -329042.194395 + Penalty 2740.139830 = -326302.054564
  nChanged 12
		SP:Iteration 33Q (90627.700000 sec): 3 clusters
  Score: Raw -329046.071227 + Penalty 2740.139830 = -326305.931397
  nChanged 13
		SP:Iteration 34Q (90627.780000 sec): 3 clusters
  Score: Raw -329049.404536 + Penalty 2740.139830 = -326309.264705
  nChanged 11
		SP:Iteration 35Q (90627.870000 sec): 3 clusters
  Score: Raw -329052.320417 + Penalty 2740.139830 = -326312.180587
  nChanged 13
		SP:Iteration 36Q (90627.960000 sec): 3 clusters
  Score: Raw -329056.835450 + Penalty 2740.139830 = -326316.695619
  nChanged 10
		SP:Iteration 37Q (90628.040000 sec): 3 clusters
  Score: Raw -329061.450451 + Penalty 2740.139830 = -326321.310621
  nChanged 15
		SP:Iteration 38Q (90628.130000 sec): 3 clusters
  Score: Raw -329066.767255 + Penalty 2740.139830 = -326326.627424
  nChanged 7
		SP:Iteration 39Q (90628.220000 sec): 3 clusters
  Score: Raw -329069.051199 + Penalty 2740.139830 = -326328.911369
  nChanged 7
		SP:Iteration 40F (90628.340000 sec): 3 clusters
  Score: Raw -329070.969504 + Penalty 2740.139830 = -326330.829674
  nChanged 5
		SP:Iteration 41Q (90628.520000 sec): 3 clusters
  Score: Raw -329072.910534 + Penalty 2740.139830 = -326332.770704
  nChanged 5
		SP:Iteration 42Q (90628.700000 sec): 3 clusters
  Score: Raw -329074.165654 + Penalty 2740.139830 = -326334.025823
  nChanged 3
		SP:Iteration 43Q (90628.870000 sec): 3 clusters
  Score: Raw -329074.575830 + Penalty 2740.139830 = -326334.435999
  nChanged 3
		SP:Iteration 44Q (90629.040000 sec): 3 clusters
  Score: Raw -329075.152660 + Penalty 2740.139830 = -326335.012829
  nChanged 2
		SP:Iteration 45Q (90629.220000 sec): 3 clusters
  Score: Raw -329075.350434 + Penalty 2740.139830 = -326335.210604
  nChanged 2
		SP:Iteration 46Q (90629.400000 sec): 3 clusters
  Score: Raw -329075.574197 + Penalty 2740.139830 = -326335.434367
  nChanged 0
		SP:Iteration 47F (90629.570000 sec): 3 clusters
  Score: Raw -329075.574197 + Penalty 2740.139830 = -326335.434367
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 81 (4688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90629.670000 sec): 2 clusters
  Score: Raw -398732.591653 + Penalty 1373.573716 = -397359.017936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90629.850000 sec): 3 clusters
  Score: Raw -396351.313225 + Penalty 2747.147433 = -393604.165793
  nChanged 1880
		SP:Iteration 1F (90630.030000 sec): 3 clusters
  Score: Raw -397539.070510 + Penalty 2747.147433 = -394791.923077
  nChanged 446
		SP:Iteration 2F (90630.270000 sec): 3 clusters
  Score: Raw -397902.247513 + Penalty 2747.147433 = -395155.100081
  nChanged 360
		SP:Iteration 3F (90630.460000 sec): 3 clusters
  Score: Raw -398200.976611 + Penalty 2747.147433 = -395453.829179
  nChanged 290
		SP:Iteration 4F (90630.640000 sec): 3 clusters
  Score: Raw -398438.263587 + Penalty 2747.147433 = -395691.116154
  nChanged 246
		SP:Iteration 5F (90630.810000 sec): 3 clusters
  Score: Raw -398639.775319 + Penalty 2747.147433 = -395892.627887
  nChanged 233
		SP:Iteration 6Q (90630.990000 sec): 3 clusters
  Score: Raw -398827.613203 + Penalty 2747.147433 = -396080.465770
  nChanged 181
		SP:Iteration 7Q (90631.170000 sec): 3 clusters
  Score: Raw -398963.864032 + Penalty 2747.147433 = -396216.716599
  nChanged 159
		SP:Iteration 8Q (90631.340000 sec): 3 clusters
  Score: Raw -399064.302242 + Penalty 2747.147433 = -396317.154809
  nChanged 137
		SP:Iteration 9Q (90631.560000 sec): 3 clusters
  Score: Raw -399149.095411 + Penalty 2747.147433 = -396401.947978
  nChanged 109
		SP:Iteration 10Q (90631.700000 sec): 3 clusters
  Score: Raw -399233.157935 + Penalty 2747.147433 = -396486.010502
  nChanged 123
		SP:Iteration 11Q (90631.870000 sec): 3 clusters
  Score: Raw -399334.609463 + Penalty 2747.147433 = -396587.462030
  nChanged 117
		SP:Iteration 12Q (90632.050000 sec): 3 clusters
  Score: Raw -399441.323442 + Penalty 2747.147433 = -396694.176009
  nChanged 104
		SP:Iteration 13Q (90632.230000 sec): 3 clusters
  Score: Raw -399530.105629 + Penalty 2747.147433 = -396782.958196
  nChanged 85
		SP:Iteration 14Q (90632.400000 sec): 3 clusters
  Score: Raw -399568.806641 + Penalty 2747.147433 = -396821.659208
  nChanged 53
		SP:Iteration 15Q (90632.580000 sec): 3 clusters
  Score: Raw -399595.631555 + Penalty 2747.147433 = -396848.484122
  nChanged 54
		SP:Iteration 16Q (90632.750000 sec): 3 clusters
  Score: Raw -399625.499786 + Penalty 2747.147433 = -396878.352353
  nChanged 50
		SP:Iteration 17Q (90632.930000 sec): 3 clusters
  Score: Raw -399643.856599 + Penalty 2747.147433 = -396896.709167
  nChanged 25
		SP:Iteration 18Q (90633.100000 sec): 3 clusters
  Score: Raw -399651.531701 + Penalty 2747.147433 = -396904.384268
  nChanged 24
		SP:Iteration 19Q (90633.280000 sec): 3 clusters
  Score: Raw -399658.024582 + Penalty 2747.147433 = -396910.877149
  nChanged 19
		SP:Iteration 20F (90633.450000 sec): 3 clusters
  Score: Raw -399663.199198 + Penalty 2747.147433 = -396916.051765
  nChanged 12
		SP:Iteration 21Q (90633.630000 sec): 3 clusters
  Score: Raw -399667.213770 + Penalty 2747.147433 = -396920.066338
  nChanged 11
		SP:Iteration 22Q (90633.830000 sec): 3 clusters
  Score: Raw -399671.230800 + Penalty 2747.147433 = -396924.083368
  nChanged 16
		SP:Iteration 23Q (90633.910000 sec): 3 clusters
  Score: Raw -399676.135273 + Penalty 2747.147433 = -396928.987840
  nChanged 14
		SP:Iteration 24Q (90634.010000 sec): 3 clusters
  Score: Raw -399680.508223 + Penalty 2747.147433 = -396933.360790
  nChanged 10
		SP:Iteration 25Q (90634.100000 sec): 3 clusters
  Score: Raw -399682.292764 + Penalty 2747.147433 = -396935.145332
  nChanged 8
		SP:Iteration 26Q (90634.190000 sec): 3 clusters
  Score: Raw -399683.718439 + Penalty 2747.147433 = -396936.571006
  nChanged 7
		SP:Iteration 27Q (90634.280000 sec): 3 clusters
  Score: Raw -399685.350704 + Penalty 2747.147433 = -396938.203271
  nChanged 4
		SP:Iteration 28Q (90634.470000 sec): 3 clusters
  Score: Raw -399686.380201 + Penalty 2747.147433 = -396939.232768
  nChanged 5
		SP:Iteration 29Q (90634.680000 sec): 3 clusters
  Score: Raw -399687.744144 + Penalty 2747.147433 = -396940.596711
  nChanged 4
		SP:Iteration 30Q (90634.750000 sec): 3 clusters
  Score: Raw -399688.718769 + Penalty 2747.147433 = -396941.571337
  nChanged 3
		SP:Iteration 31Q (90634.840000 sec): 3 clusters
  Score: Raw -399689.491698 + Penalty 2747.147433 = -396942.344265
  nChanged 2
		SP:Iteration 32Q (90634.930000 sec): 3 clusters
  Score: Raw -399689.897044 + Penalty 2747.147433 = -396942.749611
  nChanged 4
		SP:Iteration 33Q (90635.020000 sec): 3 clusters
  Score: Raw -399691.089887 + Penalty 2747.147433 = -396943.942454
  nChanged 5
		SP:Iteration 34Q (90635.110000 sec): 3 clusters
  Score: Raw -399692.482172 + Penalty 2747.147433 = -396945.334739
  nChanged 4
		SP:Iteration 35Q (90635.310000 sec): 3 clusters
  Score: Raw -399694.090650 + Penalty 2747.147433 = -396946.943218
  nChanged 5
		SP:Iteration 36Q (90635.480000 sec): 3 clusters
  Score: Raw -399695.144172 + Penalty 2747.147433 = -396947.996739
  nChanged 3
		SP:Iteration 37Q (90635.570000 sec): 3 clusters
  Score: Raw -399695.612068 + Penalty 2747.147433 = -396948.464635
  nChanged 1
		SP:Iteration 38Q (90635.660000 sec): 3 clusters
  Score: Raw -399695.717459 + Penalty 2747.147433 = -396948.570027
  nChanged 1
		SP:Iteration 39Q (90635.750000 sec): 3 clusters
  Score: Raw -399696.009013 + Penalty 2747.147433 = -396948.861580
  nChanged 0
		SP:Iteration 40F (90635.840000 sec): 3 clusters
  Score: Raw -399696.009013 + Penalty 2747.147433 = -396948.861580
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 82 (4300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90635.940000 sec): 2 clusters
  Score: Raw -387619.158387 + Penalty 1359.535174 = -386259.623213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90636.030000 sec): 3 clusters
  Score: Raw -385437.410113 + Penalty 2719.070348 = -382718.339765
  nChanged 1764
		SP:Iteration 1F (90636.110000 sec): 3 clusters
  Score: Raw -386538.752892 + Penalty 2719.070348 = -383819.682544
  nChanged 402
		SP:Iteration 2F (90636.300000 sec): 3 clusters
  Score: Raw -386888.429352 + Penalty 2719.070348 = -384169.359004
  nChanged 320
		SP:Iteration 3F (90636.470000 sec): 3 clusters
  Score: Raw -387156.920586 + Penalty 2719.070348 = -384437.850238
  nChanged 281
		SP:Iteration 4F (90636.650000 sec): 3 clusters
  Score: Raw -387366.159788 + Penalty 2719.070348 = -384647.089440
  nChanged 221
		SP:Iteration 5F (90636.830000 sec): 3 clusters
  Score: Raw -387517.763281 + Penalty 2719.070348 = -384798.692933
  nChanged 145
		SP:Iteration 6Q (90637.000000 sec): 3 clusters
  Score: Raw -387614.636572 + Penalty 2719.070348 = -384895.566224
  nChanged 132
		SP:Iteration 7Q (90637.180000 sec): 3 clusters
  Score: Raw -387692.022128 + Penalty 2719.070348 = -384972.951779
  nChanged 86
		SP:Iteration 8Q (90637.350000 sec): 3 clusters
  Score: Raw -387739.259559 + Penalty 2719.070348 = -385020.189210
  nChanged 68
		SP:Iteration 9Q (90637.530000 sec): 3 clusters
  Score: Raw -387773.381636 + Penalty 2719.070348 = -385054.311288
  nChanged 62
		SP:Iteration 10Q (90637.710000 sec): 3 clusters
  Score: Raw -387800.062067 + Penalty 2719.070348 = -385080.991719
  nChanged 53
		SP:Iteration 11Q (90637.880000 sec): 3 clusters
  Score: Raw -387822.295824 + Penalty 2719.070348 = -385103.225476
  nChanged 51
		SP:Iteration 12Q (90638.060000 sec): 3 clusters
  Score: Raw -387846.793819 + Penalty 2719.070348 = -385127.723471
  nChanged 46
		SP:Iteration 13Q (90638.230000 sec): 3 clusters
  Score: Raw -387865.557741 + Penalty 2719.070348 = -385146.487393
  nChanged 45
		SP:Iteration 14Q (90638.410000 sec): 3 clusters
  Score: Raw -387884.168238 + Penalty 2719.070348 = -385165.097890
  nChanged 42
		SP:Iteration 15Q (90638.580000 sec): 3 clusters
  Score: Raw -387904.352828 + Penalty 2719.070348 = -385185.282480
  nChanged 45
		SP:Iteration 16Q (90638.760000 sec): 3 clusters
  Score: Raw -387921.464566 + Penalty 2719.070348 = -385202.394218
  nChanged 34
		SP:Iteration 17Q (90638.930000 sec): 3 clusters
  Score: Raw -387933.681714 + Penalty 2719.070348 = -385214.611366
  nChanged 29
		SP:Iteration 18Q (90639.110000 sec): 3 clusters
  Score: Raw -387943.724731 + Penalty 2719.070348 = -385224.654383
  nChanged 28
		SP:Iteration 19Q (90639.290000 sec): 3 clusters
  Score: Raw -387953.634878 + Penalty 2719.070348 = -385234.564530
  nChanged 25
		SP:Iteration 20F (90639.510000 sec): 3 clusters
  Score: Raw -387960.008078 + Penalty 2719.070348 = -385240.937730
  nChanged 17
		SP:Iteration 21Q (90639.680000 sec): 3 clusters
  Score: Raw -387965.073820 + Penalty 2719.070348 = -385246.003472
  nChanged 19
		SP:Iteration 22Q (90639.860000 sec): 3 clusters
  Score: Raw -387973.220111 + Penalty 2719.070348 = -385254.149763
  nChanged 23
		SP:Iteration 23Q (90640.030000 sec): 3 clusters
  Score: Raw -387980.676673 + Penalty 2719.070348 = -385261.606325
  nChanged 20
		SP:Iteration 24Q (90640.210000 sec): 3 clusters
  Score: Raw -387986.019428 + Penalty 2719.070348 = -385266.949080
  nChanged 20
		SP:Iteration 25Q (90640.390000 sec): 3 clusters
  Score: Raw -387992.329313 + Penalty 2719.070348 = -385273.258965
  nChanged 18
		SP:Iteration 26Q (90640.560000 sec): 3 clusters
  Score: Raw -387999.354425 + Penalty 2719.070348 = -385280.284077
  nChanged 19
		SP:Iteration 27Q (90640.740000 sec): 3 clusters
  Score: Raw -388006.824187 + Penalty 2719.070348 = -385287.753839
  nChanged 17
		SP:Iteration 28Q (90640.890000 sec): 3 clusters
  Score: Raw -388012.182350 + Penalty 2719.070348 = -385293.112001
  nChanged 15
		SP:Iteration 29Q (90640.970000 sec): 3 clusters
  Score: Raw -388016.793037 + Penalty 2719.070348 = -385297.722689
  nChanged 17
		SP:Iteration 30Q (90641.060000 sec): 3 clusters
  Score: Raw -388021.503357 + Penalty 2719.070348 = -385302.433009
  nChanged 13
		SP:Iteration 31Q (90641.140000 sec): 3 clusters
  Score: Raw -388025.337769 + Penalty 2719.070348 = -385306.267421
  nChanged 17
		SP:Iteration 32Q (90641.230000 sec): 3 clusters
  Score: Raw -388031.425659 + Penalty 2719.070348 = -385312.355311
  nChanged 21
		SP:Iteration 33Q (90641.310000 sec): 3 clusters
  Score: Raw -388040.815343 + Penalty 2719.070348 = -385321.744995
  nChanged 23
		SP:Iteration 34Q (90641.390000 sec): 3 clusters
  Score: Raw -388048.948245 + Penalty 2719.070348 = -385329.877897
  nChanged 23
		SP:Iteration 35Q (90641.470000 sec): 3 clusters
  Score: Raw -388057.226405 + Penalty 2719.070348 = -385338.156056
  nChanged 25
		SP:Iteration 36Q (90641.560000 sec): 3 clusters
  Score: Raw -388066.850183 + Penalty 2719.070348 = -385347.779835
  nChanged 29
		SP:Iteration 37Q (90641.640000 sec): 3 clusters
  Score: Raw -388076.435872 + Penalty 2719.070348 = -385357.365524
  nChanged 21
		SP:Iteration 38Q (90641.720000 sec): 3 clusters
  Score: Raw -388083.822225 + Penalty 2719.070348 = -385364.751877
  nChanged 25
		SP:Iteration 39Q (90641.810000 sec): 3 clusters
  Score: Raw -388091.504202 + Penalty 2719.070348 = -385372.433854
  nChanged 20
		SP:Iteration 40F (90641.890000 sec): 3 clusters
  Score: Raw -388097.758975 + Penalty 2719.070348 = -385378.688627
  nChanged 14
		SP:Iteration 41Q (90642.020000 sec): 3 clusters
  Score: Raw -388102.316629 + Penalty 2719.070348 = -385383.246280
  nChanged 12
		SP:Iteration 42Q (90642.100000 sec): 3 clusters
  Score: Raw -388105.534615 + Penalty 2719.070348 = -385386.464267
  nChanged 8
		SP:Iteration 43Q (90642.180000 sec): 3 clusters
  Score: Raw -388107.123243 + Penalty 2719.070348 = -385388.052895
  nChanged 9
		SP:Iteration 44Q (90642.270000 sec): 3 clusters
  Score: Raw -388109.761097 + Penalty 2719.070348 = -385390.690749
  nChanged 6
		SP:Iteration 45Q (90642.350000 sec): 3 clusters
  Score: Raw -388111.460700 + Penalty 2719.070348 = -385392.390352
  nChanged 3
		SP:Iteration 46Q (90642.430000 sec): 3 clusters
  Score: Raw -388112.992231 + Penalty 2719.070348 = -385393.921883
  nChanged 5
		SP:Iteration 47Q (90642.610000 sec): 3 clusters
  Score: Raw -388114.020613 + Penalty 2719.070348 = -385394.950265
  nChanged 6
		SP:Iteration 48Q (90642.790000 sec): 3 clusters
  Score: Raw -388115.574218 + Penalty 2719.070348 = -385396.503870
  nChanged 7
		SP:Iteration 49Q (90642.970000 sec): 3 clusters
  Score: Raw -388117.434162 + Penalty 2719.070348 = -385398.363814
  nChanged 6
		SP:Iteration 50Q (90643.140000 sec): 3 clusters
  Score: Raw -388119.042851 + Penalty 2719.070348 = -385399.972503
  nChanged 5
		SP:Iteration 51Q (90643.320000 sec): 3 clusters
  Score: Raw -388120.392245 + Penalty 2719.070348 = -385401.321897
  nChanged 3
		SP:Iteration 52Q (90643.490000 sec): 3 clusters
  Score: Raw -388121.359127 + Penalty 2719.070348 = -385402.288779
  nChanged 4
		SP:Iteration 53Q (90643.670000 sec): 3 clusters
  Score: Raw -388122.456655 + Penalty 2719.070348 = -385403.386307
  nChanged 5
		SP:Iteration 54Q (90643.850000 sec): 3 clusters
  Score: Raw -388123.877498 + Penalty 2719.070348 = -385404.807150
  nChanged 5
		SP:Iteration 55Q (90644.020000 sec): 3 clusters
  Score: Raw -388125.216470 + Penalty 2719.070348 = -385406.146122
  nChanged 4
		SP:Iteration 56Q (90644.190000 sec): 3 clusters
  Score: Raw -388126.079975 + Penalty 2719.070348 = -385407.009626
  nChanged 5
		SP:Iteration 57Q (90644.370000 sec): 3 clusters
  Score: Raw -388126.989714 + Penalty 2719.070348 = -385407.919366
  nChanged 3
		SP:Iteration 58Q (90644.550000 sec): 3 clusters
  Score: Raw -388127.722484 + Penalty 2719.070348 = -385408.652136
  nChanged 5
		SP:Iteration 59Q (90644.720000 sec): 3 clusters
  Score: Raw -388128.625017 + Penalty 2719.070348 = -385409.554669
  nChanged 4
		SP:Iteration 60F (90644.900000 sec): 3 clusters
  Score: Raw -388130.101387 + Penalty 2719.070348 = -385411.031039
  nChanged 7
		SP:Iteration 61Q (90645.070000 sec): 3 clusters
  Score: Raw -388131.794971 + Penalty 2719.070348 = -385412.724623
  nChanged 4
		SP:Iteration 62Q (90645.250000 sec): 3 clusters
  Score: Raw -388132.477767 + Penalty 2719.070348 = -385413.407419
  nChanged 1
		SP:Iteration 63Q (90645.420000 sec): 3 clusters
  Score: Raw -388132.526873 + Penalty 2719.070348 = -385413.456525
  nChanged 1
		SP:Iteration 64Q (90645.600000 sec): 3 clusters
  Score: Raw -388132.685675 + Penalty 2719.070348 = -385413.615327
  nChanged 1
		SP:Iteration 65Q (90645.770000 sec): 3 clusters
  Score: Raw -388132.852307 + Penalty 2719.070348 = -385413.781959
  nChanged 0
		SP:Iteration 66F (90645.950000 sec): 3 clusters
  Score: Raw -388132.852307 + Penalty 2719.070348 = -385413.781959
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 83 (4602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90646.050000 sec): 2 clusters
  Score: Raw -451561.446596 + Penalty 1370.565019 = -450190.881577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90646.230000 sec): 3 clusters
  Score: Raw -449161.314209 + Penalty 2741.130038 = -446420.184171
  nChanged 1839
		SP:Iteration 1F (90646.410000 sec): 3 clusters
  Score: Raw -450225.594015 + Penalty 2741.130038 = -447484.463977
  nChanged 377
		SP:Iteration 2F (90646.580000 sec): 3 clusters
  Score: Raw -450442.335329 + Penalty 2741.130038 = -447701.205291
  nChanged 255
		SP:Iteration 3F (90646.750000 sec): 3 clusters
  Score: Raw -450587.602144 + Penalty 2741.130038 = -447846.472106
  nChanged 214
		SP:Iteration 4Q (90646.930000 sec): 3 clusters
  Score: Raw -450704.879381 + Penalty 2741.130038 = -447963.749343
  nChanged 180
		SP:Iteration 5Q (90647.110000 sec): 3 clusters
  Score: Raw -450786.433448 + Penalty 2741.130038 = -448045.303410
  nChanged 152
		SP:Iteration 6Q (90647.280000 sec): 3 clusters
  Score: Raw -450865.354318 + Penalty 2741.130038 = -448124.224280
  nChanged 127
		SP:Iteration 7Q (90647.460000 sec): 3 clusters
  Score: Raw -450916.447226 + Penalty 2741.130038 = -448175.317188
  nChanged 122
		SP:Iteration 8Q (90647.630000 sec): 3 clusters
  Score: Raw -450967.373144 + Penalty 2741.130038 = -448226.243106
  nChanged 108
		SP:Iteration 9Q (90647.710000 sec): 3 clusters
  Score: Raw -451015.972688 + Penalty 2741.130038 = -448274.842650
  nChanged 108
		SP:Iteration 10Q (90647.810000 sec): 3 clusters
  Score: Raw -451063.637590 + Penalty 2741.130038 = -448322.507552
  nChanged 94
		SP:Iteration 11Q (90647.890000 sec): 3 clusters
  Score: Raw -451100.722056 + Penalty 2741.130038 = -448359.592018
  nChanged 77
		SP:Iteration 12Q (90647.980000 sec): 3 clusters
  Score: Raw -451132.904527 + Penalty 2741.130038 = -448391.774489
  nChanged 75
		SP:Iteration 13Q (90648.070000 sec): 3 clusters
  Score: Raw -451156.099414 + Penalty 2741.130038 = -448414.969376
  nChanged 56
		SP:Iteration 14Q (90648.160000 sec): 3 clusters
  Score: Raw -451173.165551 + Penalty 2741.130038 = -448432.035513
  nChanged 62
		SP:Iteration 15Q (90648.250000 sec): 3 clusters
  Score: Raw -451197.973446 + Penalty 2741.130038 = -448456.843408
  nChanged 77
		SP:Iteration 16Q (90648.330000 sec): 3 clusters
  Score: Raw -451231.136008 + Penalty 2741.130038 = -448490.005970
  nChanged 82
		SP:Iteration 17Q (90648.420000 sec): 3 clusters
  Score: Raw -451265.216264 + Penalty 2741.130038 = -448524.086226
  nChanged 78
		SP:Iteration 18Q (90648.510000 sec): 3 clusters
  Score: Raw -451291.835629 + Penalty 2741.130038 = -448550.705591
  nChanged 69
		SP:Iteration 19Q (90648.710000 sec): 3 clusters
  Score: Raw -451316.526354 + Penalty 2741.130038 = -448575.396316
  nChanged 74
		SP:Iteration 20F (90648.880000 sec): 3 clusters
  Score: Raw -451344.389711 + Penalty 2741.130038 = -448603.259673
  nChanged 63
		SP:Iteration 21Q (90649.060000 sec): 3 clusters
  Score: Raw -451369.105779 + Penalty 2741.130038 = -448627.975741
  nChanged 56
		SP:Iteration 22Q (90649.230000 sec): 3 clusters
  Score: Raw -451385.840215 + Penalty 2741.130038 = -448644.710177
  nChanged 46
		SP:Iteration 23Q (90649.410000 sec): 3 clusters
  Score: Raw -451398.634225 + Penalty 2741.130038 = -448657.504187
  nChanged 47
		SP:Iteration 24Q (90649.580000 sec): 3 clusters
  Score: Raw -451412.806606 + Penalty 2741.130038 = -448671.676568
  nChanged 54
		SP:Iteration 25Q (90649.760000 sec): 3 clusters
  Score: Raw -451427.123547 + Penalty 2741.130038 = -448685.993509
  nChanged 49
		SP:Iteration 26Q (90649.930000 sec): 3 clusters
  Score: Raw -451442.739834 + Penalty 2741.130038 = -448701.609796
  nChanged 51
		SP:Iteration 27Q (90650.110000 sec): 3 clusters
  Score: Raw -451459.209177 + Penalty 2741.130038 = -448718.079139
  nChanged 50
		SP:Iteration 28Q (90650.290000 sec): 3 clusters
  Score: Raw -451473.830113 + Penalty 2741.130038 = -448732.700075
  nChanged 33
		SP:Iteration 29Q (90650.460000 sec): 3 clusters
  Score: Raw -451483.483965 + Penalty 2741.130038 = -448742.353927
  nChanged 37
		SP:Iteration 30Q (90650.660000 sec): 3 clusters
  Score: Raw -451495.352636 + Penalty 2741.130038 = -448754.222598
  nChanged 29
		SP:Iteration 31Q (90650.750000 sec): 3 clusters
  Score: Raw -451505.584282 + Penalty 2741.130038 = -448764.454244
  nChanged 31
		SP:Iteration 32Q (90650.910000 sec): 3 clusters
  Score: Raw -451515.771364 + Penalty 2741.130038 = -448774.641326
  nChanged 39
		SP:Iteration 33Q (90651.100000 sec): 3 clusters
  Score: Raw -451530.868409 + Penalty 2741.130038 = -448789.738371
  nChanged 36
		SP:Iteration 34Q (90651.260000 sec): 3 clusters
  Score: Raw -451548.042818 + Penalty 2741.130038 = -448806.912781
  nChanged 45
		SP:Iteration 35Q (90651.420000 sec): 3 clusters
  Score: Raw -451565.586042 + Penalty 2741.130038 = -448824.456004
  nChanged 41
		SP:Iteration 36Q (90651.580000 sec): 3 clusters
  Score: Raw -451584.453149 + Penalty 2741.130038 = -448843.323111
  nChanged 34
		SP:Iteration 37Q (90651.740000 sec): 3 clusters
  Score: Raw -451598.636845 + Penalty 2741.130038 = -448857.506807
  nChanged 31
		SP:Iteration 38Q (90651.900000 sec): 3 clusters
  Score: Raw -451617.459662 + Penalty 2741.130038 = -448876.329624
  nChanged 34
		SP:Iteration 39Q (90652.060000 sec): 3 clusters
  Score: Raw -451636.441260 + Penalty 2741.130038 = -448895.311223
  nChanged 30
		SP:Iteration 40F (90652.220000 sec): 3 clusters
  Score: Raw -451648.081056 + Penalty 2741.130038 = -448906.951018
  nChanged 21
		SP:Iteration 41Q (90652.380000 sec): 3 clusters
  Score: Raw -451655.855522 + Penalty 2741.130038 = -448914.725484
  nChanged 28
		SP:Iteration 42Q (90652.540000 sec): 3 clusters
  Score: Raw -451664.063561 + Penalty 2741.130038 = -448922.933523
  nChanged 26
		SP:Iteration 43Q (90652.700000 sec): 3 clusters
  Score: Raw -451674.494337 + Penalty 2741.130038 = -448933.364300
  nChanged 21
		SP:Iteration 44Q (90652.860000 sec): 3 clusters
  Score: Raw -451682.556469 + Penalty 2741.130038 = -448941.426431
  nChanged 25
		SP:Iteration 45Q (90653.020000 sec): 3 clusters
  Score: Raw -451692.522489 + Penalty 2741.130038 = -448951.392451
  nChanged 23
		SP:Iteration 46Q (90653.180000 sec): 3 clusters
  Score: Raw -451701.172724 + Penalty 2741.130038 = -448960.042686
  nChanged 22
		SP:Iteration 47Q (90653.340000 sec): 3 clusters
  Score: Raw -451708.022496 + Penalty 2741.130038 = -448966.892458
  nChanged 18
		SP:Iteration 48Q (90653.500000 sec): 3 clusters
  Score: Raw -451713.624365 + Penalty 2741.130038 = -448972.494327
  nChanged 17
		SP:Iteration 49Q (90653.660000 sec): 3 clusters
  Score: Raw -451717.842884 + Penalty 2741.130038 = -448976.712846
  nChanged 7
		SP:Iteration 50Q (90653.820000 sec): 3 clusters
  Score: Raw -451719.756898 + Penalty 2741.130038 = -448978.626860
  nChanged 4
		SP:Iteration 51Q (90653.980000 sec): 3 clusters
  Score: Raw -451721.448205 + Penalty 2741.130038 = -448980.318167
  nChanged 8
		SP:Iteration 52Q (90654.140000 sec): 3 clusters
  Score: Raw -451723.457523 + Penalty 2741.130038 = -448982.327485
  nChanged 9
		SP:Iteration 53Q (90654.340000 sec): 3 clusters
  Score: Raw -451726.025021 + Penalty 2741.130038 = -448984.894983
  nChanged 7
		SP:Iteration 54Q (90654.470000 sec): 3 clusters
  Score: Raw -451728.023520 + Penalty 2741.130038 = -448986.893482
  nChanged 4
		SP:Iteration 55Q (90654.690000 sec): 3 clusters
  Score: Raw -451729.120021 + Penalty 2741.130038 = -448987.989983
  nChanged 5
		SP:Iteration 56Q (90654.830000 sec): 3 clusters
  Score: Raw -451730.446947 + Penalty 2741.130038 = -448989.316909
  nChanged 3
		SP:Iteration 57Q (90655.030000 sec): 3 clusters
  Score: Raw -451731.049167 + Penalty 2741.130038 = -448989.919129
  nChanged 2
		SP:Iteration 58Q (90655.170000 sec): 3 clusters
  Score: Raw -451731.628158 + Penalty 2741.130038 = -448990.498120
  nChanged 5
		SP:Iteration 59Q (90655.390000 sec): 3 clusters
  Score: Raw -451733.026017 + Penalty 2741.130038 = -448991.895980
  nChanged 6
		SP:Iteration 60F (90655.530000 sec): 3 clusters
  Score: Raw -451735.489371 + Penalty 2741.130038 = -448994.359333
  nChanged 7
		SP:Iteration 61Q (90655.760000 sec): 3 clusters
  Score: Raw -451737.588458 + Penalty 2741.130038 = -448996.458420
  nChanged 9
		SP:Iteration 62Q (90655.910000 sec): 3 clusters
  Score: Raw -451740.232479 + Penalty 2741.130038 = -448999.102441
  nChanged 7
		SP:Iteration 63Q (90656.090000 sec): 3 clusters
  Score: Raw -451742.284397 + Penalty 2741.130038 = -449001.154359
  nChanged 9
		SP:Iteration 64Q (90656.260000 sec): 3 clusters
  Score: Raw -451744.000457 + Penalty 2741.130038 = -449002.870419
  nChanged 6
		SP:Iteration 65Q (90656.440000 sec): 3 clusters
  Score: Raw -451745.144226 + Penalty 2741.130038 = -449004.014188
  nChanged 5
		SP:Iteration 66Q (90656.610000 sec): 3 clusters
  Score: Raw -451747.821968 + Penalty 2741.130038 = -449006.691930
  nChanged 11
		SP:Iteration 67Q (90656.790000 sec): 3 clusters
  Score: Raw -451752.250857 + Penalty 2741.130038 = -449011.120819
  nChanged 13
		SP:Iteration 68Q (90656.960000 sec): 3 clusters
  Score: Raw -451758.900113 + Penalty 2741.130038 = -449017.770075
  nChanged 17
		SP:Iteration 69Q (90657.140000 sec): 3 clusters
  Score: Raw -451763.746020 + Penalty 2741.130038 = -449022.615982
  nChanged 20
		SP:Iteration 70Q (90657.320000 sec): 3 clusters
  Score: Raw -451773.234781 + Penalty 2741.130038 = -449032.104743
  nChanged 28
		SP:Iteration 71Q (90657.400000 sec): 3 clusters
  Score: Raw -451784.125917 + Penalty 2741.130038 = -449042.995879
  nChanged 24
		SP:Iteration 72Q (90657.490000 sec): 3 clusters
  Score: Raw -451791.960344 + Penalty 2741.130038 = -449050.830306
  nChanged 12
		SP:Iteration 73Q (90657.580000 sec): 3 clusters
  Score: Raw -451795.933309 + Penalty 2741.130038 = -449054.803271
  nChanged 9
		SP:Iteration 74Q (90657.670000 sec): 3 clusters
  Score: Raw -451799.648241 + Penalty 2741.130038 = -449058.518203
  nChanged 17
		SP:Iteration 75Q (90657.760000 sec): 3 clusters
  Score: Raw -451804.181898 + Penalty 2741.130038 = -449063.051860
  nChanged 11
		SP:Iteration 76Q (90657.840000 sec): 3 clusters
  Score: Raw -451807.559591 + Penalty 2741.130038 = -449066.429553
  nChanged 12
		SP:Iteration 77Q (90657.930000 sec): 3 clusters
  Score: Raw -451811.318475 + Penalty 2741.130038 = -449070.188437
  nChanged 10
		SP:Iteration 78Q (90658.020000 sec): 3 clusters
  Score: Raw -451813.225259 + Penalty 2741.130038 = -449072.095221
  nChanged 7
		SP:Iteration 79Q (90658.110000 sec): 3 clusters
  Score: Raw -451814.919680 + Penalty 2741.130038 = -449073.789642
  nChanged 10
		SP:Iteration 80F (90658.200000 sec): 3 clusters
  Score: Raw -451817.895576 + Penalty 2741.130038 = -449076.765538
  nChanged 12
		SP:Iteration 81Q (90658.280000 sec): 3 clusters
  Score: Raw -451821.043048 + Penalty 2741.130038 = -449079.913011
  nChanged 6
		SP:Iteration 82Q (90658.370000 sec): 3 clusters
  Score: Raw -451823.599316 + Penalty 2741.130038 = -449082.469278
  nChanged 13
		SP:Iteration 83Q (90658.460000 sec): 3 clusters
  Score: Raw -451827.034615 + Penalty 2741.130038 = -449085.904577
  nChanged 7
		SP:Iteration 84Q (90658.550000 sec): 3 clusters
  Score: Raw -451829.921046 + Penalty 2741.130038 = -449088.791008
  nChanged 13
		SP:Iteration 85Q (90658.640000 sec): 3 clusters
  Score: Raw -451833.524363 + Penalty 2741.130038 = -449092.394326
  nChanged 14
		SP:Iteration 86Q (90658.720000 sec): 3 clusters
  Score: Raw -451838.460533 + Penalty 2741.130038 = -449097.330495
  nChanged 14
		SP:Iteration 87Q (90658.810000 sec): 3 clusters
  Score: Raw -451843.558216 + Penalty 2741.130038 = -449102.428179
  nChanged 17
		SP:Iteration 88Q (90658.900000 sec): 3 clusters
  Score: Raw -451849.603257 + Penalty 2741.130038 = -449108.473219
  nChanged 26
		SP:Iteration 89Q (90658.990000 sec): 3 clusters
  Score: Raw -451861.712196 + Penalty 2741.130038 = -449120.582158
  nChanged 33
		SP:Iteration 90Q (90659.080000 sec): 3 clusters
  Score: Raw -451880.120384 + Penalty 2741.130038 = -449138.990346
  nChanged 33
		SP:Iteration 91Q (90659.160000 sec): 3 clusters
  Score: Raw -451898.109048 + Penalty 2741.130038 = -449156.979010
  nChanged 40
		SP:Iteration 92Q (90659.250000 sec): 3 clusters
  Score: Raw -451928.492085 + Penalty 2741.130038 = -449187.362047
  nChanged 57
		SP:Iteration 93Q (90659.340000 sec): 3 clusters
  Score: Raw -451984.725267 + Penalty 2741.130038 = -449243.595229
  nChanged 78
		SP:Iteration 94Q (90659.420000 sec): 3 clusters
  Score: Raw -452050.533069 + Penalty 2741.130038 = -449309.403031
  nChanged 79
		SP:Iteration 95Q (90659.510000 sec): 3 clusters
  Score: Raw -452103.832820 + Penalty 2741.130038 = -449362.702782
  nChanged 62
		SP:Iteration 96Q (90659.600000 sec): 3 clusters
  Score: Raw -452138.479088 + Penalty 2741.130038 = -449397.349050
  nChanged 54
		SP:Iteration 97Q (90659.690000 sec): 3 clusters
  Score: Raw -452170.021782 + Penalty 2741.130038 = -449428.891744
  nChanged 59
		SP:Iteration 98Q (90659.780000 sec): 3 clusters
  Score: Raw -452199.931177 + Penalty 2741.130038 = -449458.801139
  nChanged 44
		SP:Iteration 99Q (90659.860000 sec): 3 clusters
  Score: Raw -452221.143241 + Penalty 2741.130038 = -449480.013203
  nChanged 49
		SP:Iteration 100F (90659.950000 sec): 3 clusters
  Score: Raw -452248.810894 + Penalty 2741.130038 = -449507.680856
  nChanged 42
		SP:Iteration 101Q (90660.040000 sec): 3 clusters
  Score: Raw -452268.210180 + Penalty 2741.130038 = -449527.080142
  nChanged 34
		SP:Iteration 102Q (90660.120000 sec): 3 clusters
  Score: Raw -452280.042810 + Penalty 2741.130038 = -449538.912772
  nChanged 24
		SP:Iteration 103Q (90660.210000 sec): 3 clusters
  Score: Raw -452289.816950 + Penalty 2741.130038 = -449548.686912
  nChanged 20
		SP:Iteration 104Q (90660.300000 sec): 3 clusters
  Score: Raw -452299.619331 + Penalty 2741.130038 = -449558.489293
  nChanged 17
		SP:Iteration 105Q (90660.380000 sec): 3 clusters
  Score: Raw -452305.571493 + Penalty 2741.130038 = -449564.441455
  nChanged 14
		SP:Iteration 106Q (90660.470000 sec): 3 clusters
  Score: Raw -452313.834671 + Penalty 2741.130038 = -449572.704633
  nChanged 14
		SP:Iteration 107Q (90660.660000 sec): 3 clusters
  Score: Raw -452319.423154 + Penalty 2741.130038 = -449578.293116
  nChanged 10
		SP:Iteration 108Q (90660.840000 sec): 3 clusters
  Score: Raw -452324.867926 + Penalty 2741.130038 = -449583.737888
  nChanged 17
		SP:Iteration 109Q (90661.020000 sec): 3 clusters
  Score: Raw -452336.081620 + Penalty 2741.130038 = -449594.951582
  nChanged 19
		SP:Iteration 110Q (90661.190000 sec): 3 clusters
  Score: Raw -452350.450274 + Penalty 2741.130038 = -449609.320236
  nChanged 24
		SP:Iteration 111Q (90661.370000 sec): 3 clusters
  Score: Raw -452359.291013 + Penalty 2741.130038 = -449618.160975
  nChanged 19
		SP:Iteration 112Q (90661.540000 sec): 3 clusters
  Score: Raw -452366.606263 + Penalty 2741.130038 = -449625.476225
  nChanged 13
		SP:Iteration 113Q (90661.720000 sec): 3 clusters
  Score: Raw -452371.419224 + Penalty 2741.130038 = -449630.289186
  nChanged 15
		SP:Iteration 114Q (90661.890000 sec): 3 clusters
  Score: Raw -452377.790625 + Penalty 2741.130038 = -449636.660587
  nChanged 12
		SP:Iteration 115Q (90662.070000 sec): 3 clusters
  Score: Raw -452382.020709 + Penalty 2741.130038 = -449640.890671
  nChanged 14
		SP:Iteration 116Q (90662.240000 sec): 3 clusters
  Score: Raw -452386.624046 + Penalty 2741.130038 = -449645.494008
  nChanged 14
		SP:Iteration 117Q (90662.420000 sec): 3 clusters
  Score: Raw -452391.061225 + Penalty 2741.130038 = -449649.931187
  nChanged 12
		SP:Iteration 118Q (90662.600000 sec): 3 clusters
  Score: Raw -452396.024627 + Penalty 2741.130038 = -449654.894589
  nChanged 10
		SP:Iteration 119Q (90662.760000 sec): 3 clusters
  Score: Raw -452399.783392 + Penalty 2741.130038 = -449658.653354
  nChanged 8
		SP:Iteration 120F (90662.910000 sec): 3 clusters
  Score: Raw -452401.908723 + Penalty 2741.130038 = -449660.778685
  nChanged 2
		SP:Iteration 121Q (90663.000000 sec): 3 clusters
  Score: Raw -452402.754772 + Penalty 2741.130038 = -449661.624734
  nChanged 5
		SP:Iteration 122Q (90663.080000 sec): 3 clusters
  Score: Raw -452404.220680 + Penalty 2741.130038 = -449663.090642
  nChanged 3
		SP:Iteration 123Q (90663.170000 sec): 3 clusters
  Score: Raw -452405.402692 + Penalty 2741.130038 = -449664.272654
  nChanged 2
		SP:Iteration 124Q (90663.260000 sec): 3 clusters
  Score: Raw -452406.155043 + Penalty 2741.130038 = -449665.025005
  nChanged 1
		SP:Iteration 125Q (90663.380000 sec): 3 clusters
  Score: Raw -452406.375118 + Penalty 2741.130038 = -449665.245080
  nChanged 2
		SP:Iteration 126Q (90663.560000 sec): 3 clusters
  Score: Raw -452406.783135 + Penalty 2741.130038 = -449665.653097
  nChanged 1
		SP:Iteration 127Q (90663.730000 sec): 3 clusters
  Score: Raw -452407.281326 + Penalty 2741.130038 = -449666.151288
  nChanged 2
		SP:Iteration 128Q (90663.910000 sec): 3 clusters
  Score: Raw -452408.079560 + Penalty 2741.130038 = -449666.949522
  nChanged 2
		SP:Iteration 129Q (90664.080000 sec): 3 clusters
  Score: Raw -452408.779122 + Penalty 2741.130038 = -449667.649084
  nChanged 2
		SP:Iteration 130Q (90664.260000 sec): 3 clusters
  Score: Raw -452409.604596 + Penalty 2741.130038 = -449668.474558
  nChanged 2
		SP:Iteration 131Q (90664.430000 sec): 3 clusters
  Score: Raw -452410.876935 + Penalty 2741.130038 = -449669.746898
  nChanged 5
		SP:Iteration 132Q (90664.610000 sec): 3 clusters
  Score: Raw -452414.146960 + Penalty 2741.130038 = -449673.016922
  nChanged 8
		SP:Iteration 133Q (90664.780000 sec): 3 clusters
  Score: Raw -452417.221219 + Penalty 2741.130038 = -449676.091181
  nChanged 7
		SP:Iteration 134Q (90665.010000 sec): 3 clusters
  Score: Raw -452419.402354 + Penalty 2741.130038 = -449678.272316
  nChanged 4
		SP:Iteration 135Q (90665.160000 sec): 3 clusters
  Score: Raw -452421.100680 + Penalty 2741.130038 = -449679.970642
  nChanged 3
		SP:Iteration 136Q (90665.390000 sec): 3 clusters
  Score: Raw -452422.042434 + Penalty 2741.130038 = -449680.912396
  nChanged 4
		SP:Iteration 137Q (90665.530000 sec): 3 clusters
  Score: Raw -452423.580400 + Penalty 2741.130038 = -449682.450362
  nChanged 2
		SP:Iteration 138Q (90665.700000 sec): 3 clusters
  Score: Raw -452424.291241 + Penalty 2741.130038 = -449683.161203
  nChanged 2
		SP:Iteration 139Q (90665.880000 sec): 3 clusters
  Score: Raw -452425.422548 + Penalty 2741.130038 = -449684.292510
  nChanged 3
		SP:Iteration 140F (90666.050000 sec): 3 clusters
  Score: Raw -452426.656089 + Penalty 2741.130038 = -449685.526051
  nChanged 1
		SP:Iteration 141Q (90666.230000 sec): 3 clusters
  Score: Raw -452427.234826 + Penalty 2741.130038 = -449686.104788
  nChanged 2
		SP:Iteration 142Q (90666.400000 sec): 3 clusters
  Score: Raw -452428.037395 + Penalty 2741.130038 = -449686.907357
  nChanged 0
		SP:Iteration 143F (90666.580000 sec): 3 clusters
  Score: Raw -452428.037395 + Penalty 2741.130038 = -449686.907357
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 84 (7589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90666.680000 sec): 2 clusters
  Score: Raw -715600.111974 + Penalty 1451.848955 = -714148.263018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90666.900000 sec): 3 clusters
  Score: Raw -711470.513197 + Penalty 2903.697911 = -708566.815286
  nChanged 3155
		SP:Iteration 1F (90667.100000 sec): 3 clusters
  Score: Raw -713114.034019 + Penalty 2903.697911 = -710210.336109
  nChanged 521
		SP:Iteration 2F (90667.300000 sec): 3 clusters
  Score: Raw -713374.970008 + Penalty 2903.697911 = -710471.272097
  nChanged 404
		SP:Iteration 3F (90667.500000 sec): 3 clusters
  Score: Raw -713540.447451 + Penalty 2903.697911 = -710636.749541
  nChanged 309
		SP:Iteration 4Q (90667.710000 sec): 3 clusters
  Score: Raw -713679.363287 + Penalty 2903.697911 = -710775.665376
  nChanged 295
		SP:Iteration 5Q (90667.910000 sec): 3 clusters
  Score: Raw -713807.198599 + Penalty 2903.697911 = -710903.500688
  nChanged 258
		SP:Iteration 6Q (90668.120000 sec): 3 clusters
  Score: Raw -713900.232374 + Penalty 2903.697911 = -710996.534464
  nChanged 201
		SP:Iteration 7Q (90668.320000 sec): 3 clusters
  Score: Raw -713967.734786 + Penalty 2903.697911 = -711064.036875
  nChanged 152
		SP:Iteration 8Q (90668.520000 sec): 3 clusters
  Score: Raw -714016.232862 + Penalty 2903.697911 = -711112.534951
  nChanged 165
		SP:Iteration 9Q (90668.720000 sec): 3 clusters
  Score: Raw -714063.745075 + Penalty 2903.697911 = -711160.047164
  nChanged 148
		SP:Iteration 10Q (90668.920000 sec): 3 clusters
  Score: Raw -714113.277723 + Penalty 2903.697911 = -711209.579813
  nChanged 147
		SP:Iteration 11Q (90669.110000 sec): 3 clusters
  Score: Raw -714162.123504 + Penalty 2903.697911 = -711258.425593
  nChanged 132
		SP:Iteration 12Q (90669.310000 sec): 3 clusters
  Score: Raw -714197.930771 + Penalty 2903.697911 = -711294.232861
  nChanged 121
		SP:Iteration 13Q (90669.510000 sec): 3 clusters
  Score: Raw -714233.205755 + Penalty 2903.697911 = -711329.507844
  nChanged 124
		SP:Iteration 14Q (90669.710000 sec): 3 clusters
  Score: Raw -714271.356135 + Penalty 2903.697911 = -711367.658224
  nChanged 139
		SP:Iteration 15Q (90669.910000 sec): 3 clusters
  Score: Raw -714311.872491 + Penalty 2903.697911 = -711408.174580
  nChanged 126
		SP:Iteration 16Q (90670.110000 sec): 3 clusters
  Score: Raw -714351.068693 + Penalty 2903.697911 = -711447.370783
  nChanged 146
		SP:Iteration 17Q (90670.310000 sec): 3 clusters
  Score: Raw -714395.978716 + Penalty 2903.697911 = -711492.280806
  nChanged 142
		SP:Iteration 18Q (90670.510000 sec): 3 clusters
  Score: Raw -714447.812073 + Penalty 2903.697911 = -711544.114162
  nChanged 150
		SP:Iteration 19Q (90670.710000 sec): 3 clusters
  Score: Raw -714502.489019 + Penalty 2903.697911 = -711598.791108
  nChanged 156
		SP:Iteration 20F (90670.950000 sec): 3 clusters
  Score: Raw -714570.346668 + Penalty 2903.697911 = -711666.648757
  nChanged 183
		SP:Iteration 21Q (90671.160000 sec): 3 clusters
  Score: Raw -714662.737489 + Penalty 2903.697911 = -711759.039578
  nChanged 209
		SP:Iteration 22Q (90671.360000 sec): 3 clusters
  Score: Raw -714776.729848 + Penalty 2903.697911 = -711873.031937
  nChanged 219
		SP:Iteration 23Q (90671.560000 sec): 3 clusters
  Score: Raw -714905.465912 + Penalty 2903.697911 = -712001.768001
  nChanged 210
		SP:Iteration 24Q (90671.760000 sec): 3 clusters
  Score: Raw -715037.467172 + Penalty 2903.697911 = -712133.769261
  nChanged 180
		SP:Iteration 25Q (90671.960000 sec): 3 clusters
  Score: Raw -715169.992374 + Penalty 2903.697911 = -712266.294463
  nChanged 161
		SP:Iteration 26Q (90672.200000 sec): 3 clusters
  Score: Raw -715286.763971 + Penalty 2903.697911 = -712383.066060
  nChanged 136
		SP:Iteration 27Q (90672.400000 sec): 3 clusters
  Score: Raw -715396.805379 + Penalty 2903.697911 = -712493.107468
  nChanged 113
		SP:Iteration 28Q (90672.600000 sec): 3 clusters
  Score: Raw -715483.753518 + Penalty 2903.697911 = -712580.055607
  nChanged 87
		SP:Iteration 29Q (90672.800000 sec): 3 clusters
  Score: Raw -715562.205030 + Penalty 2903.697911 = -712658.507119
  nChanged 74
		SP:Iteration 30Q (90673.000000 sec): 3 clusters
  Score: Raw -715632.398989 + Penalty 2903.697911 = -712728.701079
  nChanged 59
		SP:Iteration 31Q (90673.200000 sec): 3 clusters
  Score: Raw -715687.973420 + Penalty 2903.697911 = -712784.275510
  nChanged 36
		SP:Iteration 32Q (90673.400000 sec): 3 clusters
  Score: Raw -715720.548260 + Penalty 2903.697911 = -712816.850349
  nChanged 32
		SP:Iteration 33Q (90673.600000 sec): 3 clusters
  Score: Raw -715743.557664 + Penalty 2903.697911 = -712839.859753
  nChanged 15
		SP:Iteration 34Q (90673.800000 sec): 3 clusters
  Score: Raw -715752.894165 + Penalty 2903.697911 = -712849.196254
  nChanged 9
		SP:Iteration 35Q (90674.000000 sec): 3 clusters
  Score: Raw -715759.305270 + Penalty 2903.697911 = -712855.607359
  nChanged 10
		SP:Iteration 36Q (90674.200000 sec): 3 clusters
  Score: Raw -715766.361839 + Penalty 2903.697911 = -712862.663929
  nChanged 6
		SP:Iteration 37Q (90674.400000 sec): 3 clusters
  Score: Raw -715769.851060 + Penalty 2903.697911 = -712866.153150
  nChanged 4
		SP:Iteration 38Q (90674.600000 sec): 3 clusters
  Score: Raw -715775.700322 + Penalty 2903.697911 = -712872.002411
  nChanged 7
		SP:Iteration 39Q (90674.800000 sec): 3 clusters
  Score: Raw -715782.578011 + Penalty 2903.697911 = -712878.880100
  nChanged 9
		SP:Iteration 40F (90675.000000 sec): 3 clusters
  Score: Raw -715789.694548 + Penalty 2903.697911 = -712885.996637
  nChanged 8
		SP:Iteration 41Q (90675.210000 sec): 3 clusters
  Score: Raw -715795.388376 + Penalty 2903.697911 = -712891.690465
  nChanged 3
		SP:Iteration 42Q (90675.450000 sec): 3 clusters
  Score: Raw -715797.808470 + Penalty 2903.697911 = -712894.110560
  nChanged 2
		SP:Iteration 43Q (90675.650000 sec): 3 clusters
  Score: Raw -715800.098490 + Penalty 2903.697911 = -712896.400579
  nChanged 6
		SP:Iteration 44Q (90675.850000 sec): 3 clusters
  Score: Raw -715805.560402 + Penalty 2903.697911 = -712901.862491
  nChanged 5
		SP:Iteration 45Q (90676.050000 sec): 3 clusters
  Score: Raw -715808.953036 + Penalty 2903.697911 = -712905.255125
  nChanged 2
		SP:Iteration 46Q (90676.250000 sec): 3 clusters
  Score: Raw -715809.772962 + Penalty 2903.697911 = -712906.075051
  nChanged 1
		SP:Iteration 47Q (90676.450000 sec): 3 clusters
  Score: Raw -715810.385063 + Penalty 2903.697911 = -712906.687153
  nChanged 2
		SP:Iteration 48Q (90676.650000 sec): 3 clusters
  Score: Raw -715811.281363 + Penalty 2903.697911 = -712907.583452
  nChanged 0
		SP:Iteration 49F (90676.850000 sec): 3 clusters
  Score: Raw -715811.281363 + Penalty 2903.697911 = -712907.583452
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 85 (2935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90676.950000 sec): 2 clusters
  Score: Raw -228981.041556 + Penalty 1297.475194 = -227683.566362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90677.130000 sec): 3 clusters
  Score: Raw -227599.614085 + Penalty 2594.950388 = -225004.663697
  nChanged 1116
		SP:Iteration 1F (90677.300000 sec): 3 clusters
  Score: Raw -228319.990130 + Penalty 2594.950388 = -225725.039742
  nChanged 263
		SP:Iteration 2F (90677.480000 sec): 3 clusters
  Score: Raw -228548.772183 + Penalty 2594.950388 = -225953.821795
  nChanged 192
		SP:Iteration 3F (90677.660000 sec): 3 clusters
  Score: Raw -228705.673971 + Penalty 2594.950388 = -226110.723583
  nChanged 146
		SP:Iteration 4Q (90677.830000 sec): 3 clusters
  Score: Raw -228804.209392 + Penalty 2594.950388 = -226209.259004
  nChanged 105
		SP:Iteration 5Q (90677.980000 sec): 3 clusters
  Score: Raw -228878.989123 + Penalty 2594.950388 = -226284.038735
  nChanged 90
		SP:Iteration 6Q (90678.040000 sec): 3 clusters
  Score: Raw -228944.245387 + Penalty 2594.950388 = -226349.294999
  nChanged 75
		SP:Iteration 7Q (90678.100000 sec): 3 clusters
  Score: Raw -228989.153778 + Penalty 2594.950388 = -226394.203390
  nChanged 56
		SP:Iteration 8Q (90678.190000 sec): 3 clusters
  Score: Raw -229022.891083 + Penalty 2594.950388 = -226427.940695
  nChanged 49
		SP:Iteration 9Q (90678.370000 sec): 3 clusters
  Score: Raw -229044.304311 + Penalty 2594.950388 = -226449.353923
  nChanged 37
		SP:Iteration 10Q (90678.540000 sec): 3 clusters
  Score: Raw -229060.441726 + Penalty 2594.950388 = -226465.491338
  nChanged 33
		SP:Iteration 11Q (90678.720000 sec): 3 clusters
  Score: Raw -229074.099823 + Penalty 2594.950388 = -226479.149435
  nChanged 23
		SP:Iteration 12Q (90678.890000 sec): 3 clusters
  Score: Raw -229084.449337 + Penalty 2594.950388 = -226489.498949
  nChanged 19
		SP:Iteration 13Q (90679.070000 sec): 3 clusters
  Score: Raw -229095.709977 + Penalty 2594.950388 = -226500.759589
  nChanged 15
		SP:Iteration 14Q (90679.240000 sec): 3 clusters
  Score: Raw -229102.345250 + Penalty 2594.950388 = -226507.394862
  nChanged 14
		SP:Iteration 15Q (90679.420000 sec): 3 clusters
  Score: Raw -229108.747096 + Penalty 2594.950388 = -226513.796708
  nChanged 13
		SP:Iteration 16Q (90679.600000 sec): 3 clusters
  Score: Raw -229115.219322 + Penalty 2594.950388 = -226520.268934
  nChanged 14
		SP:Iteration 17Q (90679.770000 sec): 3 clusters
  Score: Raw -229121.401428 + Penalty 2594.950388 = -226526.451040
  nChanged 11
		SP:Iteration 18Q (90679.950000 sec): 3 clusters
  Score: Raw -229128.164995 + Penalty 2594.950388 = -226533.214607
  nChanged 12
		SP:Iteration 19Q (90680.120000 sec): 3 clusters
  Score: Raw -229136.406910 + Penalty 2594.950388 = -226541.456522
  nChanged 8
		SP:Iteration 20F (90680.300000 sec): 3 clusters
  Score: Raw -229140.682497 + Penalty 2594.950388 = -226545.732109
  nChanged 10
		SP:Iteration 21Q (90680.480000 sec): 3 clusters
  Score: Raw -229149.098243 + Penalty 2594.950388 = -226554.147855
  nChanged 11
		SP:Iteration 22Q (90680.650000 sec): 3 clusters
  Score: Raw -229155.437614 + Penalty 2594.950388 = -226560.487226
  nChanged 11
		SP:Iteration 23Q (90680.820000 sec): 3 clusters
  Score: Raw -229160.324546 + Penalty 2594.950388 = -226565.374158
  nChanged 11
		SP:Iteration 24Q (90681.000000 sec): 3 clusters
  Score: Raw -229164.314282 + Penalty 2594.950388 = -226569.363894
  nChanged 9
		SP:Iteration 25Q (90681.180000 sec): 3 clusters
  Score: Raw -229167.716775 + Penalty 2594.950388 = -226572.766387
  nChanged 9
		SP:Iteration 26Q (90681.360000 sec): 3 clusters
  Score: Raw -229172.322794 + Penalty 2594.950388 = -226577.372406
  nChanged 13
		SP:Iteration 27Q (90681.530000 sec): 3 clusters
  Score: Raw -229178.143058 + Penalty 2594.950388 = -226583.192670
  nChanged 14
		SP:Iteration 28Q (90681.710000 sec): 3 clusters
  Score: Raw -229183.309894 + Penalty 2594.950388 = -226588.359506
  nChanged 6
		SP:Iteration 29Q (90681.880000 sec): 3 clusters
  Score: Raw -229186.325707 + Penalty 2594.950388 = -226591.375319
  nChanged 9
		SP:Iteration 30Q (90682.060000 sec): 3 clusters
  Score: Raw -229192.032092 + Penalty 2594.950388 = -226597.081704
  nChanged 10
		SP:Iteration 31Q (90682.240000 sec): 3 clusters
  Score: Raw -229196.697296 + Penalty 2594.950388 = -226601.746908
  nChanged 10
		SP:Iteration 32Q (90682.410000 sec): 3 clusters
  Score: Raw -229201.361688 + Penalty 2594.950388 = -226606.411300
  nChanged 9
		SP:Iteration 33Q (90682.570000 sec): 3 clusters
  Score: Raw -229206.242290 + Penalty 2594.950388 = -226611.291902
  nChanged 11
		SP:Iteration 34Q (90682.740000 sec): 3 clusters
  Score: Raw -229213.327019 + Penalty 2594.950388 = -226618.376631
  nChanged 9
		SP:Iteration 35Q (90682.900000 sec): 3 clusters
  Score: Raw -229217.404101 + Penalty 2594.950388 = -226622.453713
  nChanged 8
		SP:Iteration 36Q (90683.060000 sec): 3 clusters
  Score: Raw -229219.135726 + Penalty 2594.950388 = -226624.185338
  nChanged 2
		SP:Iteration 37Q (90683.120000 sec): 3 clusters
  Score: Raw -229219.900604 + Penalty 2594.950388 = -226624.950216
  nChanged 3
		SP:Iteration 38Q (90683.180000 sec): 3 clusters
  Score: Raw -229220.857795 + Penalty 2594.950388 = -226625.907407
  nChanged 3
		SP:Iteration 39Q (90683.240000 sec): 3 clusters
  Score: Raw -229222.512457 + Penalty 2594.950388 = -226627.562069
  nChanged 5
		SP:Iteration 40F (90683.290000 sec): 3 clusters
  Score: Raw -229225.298159 + Penalty 2594.950388 = -226630.347771
  nChanged 6
		SP:Iteration 41Q (90683.350000 sec): 3 clusters
  Score: Raw -229226.414638 + Penalty 2594.950388 = -226631.464250
  nChanged 2
		SP:Iteration 42Q (90683.400000 sec): 3 clusters
  Score: Raw -229226.613521 + Penalty 2594.950388 = -226631.663133
  nChanged 1
		SP:Iteration 43Q (90683.460000 sec): 3 clusters
  Score: Raw -229226.672761 + Penalty 2594.950388 = -226631.722373
  nChanged 0
		SP:Iteration 44F (90683.520000 sec): 3 clusters
  Score: Raw -229226.672761 + Penalty 2594.950388 = -226631.722373
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 86 (559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90683.560000 sec): 2 clusters
  Score: Raw -35349.511085 + Penalty 1027.999289 = -34321.511796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90683.580000 sec): 3 clusters
  Score: Raw -35253.645388 + Penalty 2055.998579 = -33197.646809
  nChanged 161
		SP:Iteration 1F (90683.600000 sec): 3 clusters
  Score: Raw -35469.747434 + Penalty 2055.998579 = -33413.748855
  nChanged 51
		SP:Iteration 2F (90683.610000 sec): 3 clusters
  Score: Raw -35549.087247 + Penalty 2055.998579 = -33493.088669
  nChanged 18
		SP:Iteration 3Q (90683.630000 sec): 3 clusters
  Score: Raw -35585.055121 + Penalty 2055.998579 = -33529.056543
  nChanged 18
		SP:Iteration 4Q (90683.640000 sec): 3 clusters
  Score: Raw -35612.063056 + Penalty 2055.998579 = -33556.064477
  nChanged 6
		SP:Iteration 5Q (90683.660000 sec): 3 clusters
  Score: Raw -35619.194632 + Penalty 2055.998579 = -33563.196053
  nChanged 4
		SP:Iteration 6Q (90683.680000 sec): 3 clusters
  Score: Raw -35622.260256 + Penalty 2055.998579 = -33566.261678
  nChanged 1
		SP:Iteration 7Q (90683.700000 sec): 3 clusters
  Score: Raw -35622.571864 + Penalty 2055.998579 = -33566.573285
  nChanged 0
		SP:Iteration 8F (90683.710000 sec): 3 clusters
  Score: Raw -35622.571864 + Penalty 2055.998579 = -33566.573285
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 87 (2149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90683.810000 sec): 2 clusters
  Score: Raw -171548.156473 + Penalty 1246.823158 = -170301.333315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90683.990000 sec): 3 clusters
  Score: Raw -170603.243211 + Penalty 2493.646316 = -168109.596894
  nChanged 741
		SP:Iteration 1F (90684.160000 sec): 3 clusters
  Score: Raw -171094.960156 + Penalty 2493.646316 = -168601.313840
  nChanged 181
		SP:Iteration 2F (90684.260000 sec): 3 clusters
  Score: Raw -171228.813574 + Penalty 2493.646316 = -168735.167258
  nChanged 114
		SP:Iteration 3F (90684.310000 sec): 3 clusters
  Score: Raw -171323.144852 + Penalty 2493.646316 = -168829.498536
  nChanged 99
		SP:Iteration 4Q (90684.350000 sec): 3 clusters
  Score: Raw -171410.813097 + Penalty 2493.646316 = -168917.166780
  nChanged 80
		SP:Iteration 5Q (90684.400000 sec): 3 clusters
  Score: Raw -171468.854385 + Penalty 2493.646316 = -168975.208068
  nChanged 63
		SP:Iteration 6Q (90684.440000 sec): 3 clusters
  Score: Raw -171514.483254 + Penalty 2493.646316 = -169020.836937
  nChanged 57
		SP:Iteration 7Q (90684.480000 sec): 3 clusters
  Score: Raw -171551.643897 + Penalty 2493.646316 = -169057.997581
  nChanged 46
		SP:Iteration 8Q (90684.520000 sec): 3 clusters
  Score: Raw -171585.441304 + Penalty 2493.646316 = -169091.794988
  nChanged 48
		SP:Iteration 9Q (90684.570000 sec): 3 clusters
  Score: Raw -171623.662497 + Penalty 2493.646316 = -169130.016181
  nChanged 48
		SP:Iteration 10Q (90684.610000 sec): 3 clusters
  Score: Raw -171662.193206 + Penalty 2493.646316 = -169168.546890
  nChanged 37
		SP:Iteration 11Q (90684.660000 sec): 3 clusters
  Score: Raw -171685.087882 + Penalty 2493.646316 = -169191.441566
  nChanged 38
		SP:Iteration 12Q (90684.700000 sec): 3 clusters
  Score: Raw -171702.281112 + Penalty 2493.646316 = -169208.634796
  nChanged 27
		SP:Iteration 13Q (90684.740000 sec): 3 clusters
  Score: Raw -171716.300851 + Penalty 2493.646316 = -169222.654534
  nChanged 23
		SP:Iteration 14Q (90684.790000 sec): 3 clusters
  Score: Raw -171735.634790 + Penalty 2493.646316 = -169241.988474
  nChanged 24
		SP:Iteration 15Q (90684.830000 sec): 3 clusters
  Score: Raw -171748.199869 + Penalty 2493.646316 = -169254.553552
  nChanged 19
		SP:Iteration 16Q (90684.880000 sec): 3 clusters
  Score: Raw -171761.959347 + Penalty 2493.646316 = -169268.313031
  nChanged 20
		SP:Iteration 17Q (90684.920000 sec): 3 clusters
  Score: Raw -171774.805578 + Penalty 2493.646316 = -169281.159261
  nChanged 20
		SP:Iteration 18Q (90684.960000 sec): 3 clusters
  Score: Raw -171788.964065 + Penalty 2493.646316 = -169295.317748
  nChanged 24
		SP:Iteration 19Q (90685.000000 sec): 3 clusters
  Score: Raw -171804.949344 + Penalty 2493.646316 = -169311.303027
  nChanged 22
		SP:Iteration 20F (90685.050000 sec): 3 clusters
  Score: Raw -171818.691278 + Penalty 2493.646316 = -169325.044962
  nChanged 24
		SP:Iteration 21Q (90685.190000 sec): 3 clusters
  Score: Raw -171829.205219 + Penalty 2493.646316 = -169335.558902
  nChanged 18
		SP:Iteration 22Q (90685.370000 sec): 3 clusters
  Score: Raw -171837.095869 + Penalty 2493.646316 = -169343.449552
  nChanged 17
		SP:Iteration 23Q (90685.540000 sec): 3 clusters
  Score: Raw -171845.332832 + Penalty 2493.646316 = -169351.686516
  nChanged 17
		SP:Iteration 24Q (90685.600000 sec): 3 clusters
  Score: Raw -171854.176992 + Penalty 2493.646316 = -169360.530676
  nChanged 17
		SP:Iteration 25Q (90685.650000 sec): 3 clusters
  Score: Raw -171868.651760 + Penalty 2493.646316 = -169375.005444
  nChanged 14
		SP:Iteration 26Q (90685.700000 sec): 3 clusters
  Score: Raw -171875.616526 + Penalty 2493.646316 = -169381.970209
  nChanged 9
		SP:Iteration 27Q (90685.740000 sec): 3 clusters
  Score: Raw -171881.558528 + Penalty 2493.646316 = -169387.912212
  nChanged 14
		SP:Iteration 28Q (90685.900000 sec): 3 clusters
  Score: Raw -171891.467093 + Penalty 2493.646316 = -169397.820777
  nChanged 18
		SP:Iteration 29Q (90686.080000 sec): 3 clusters
  Score: Raw -171900.941016 + Penalty 2493.646316 = -169407.294700
  nChanged 12
		SP:Iteration 30Q (90686.250000 sec): 3 clusters
  Score: Raw -171909.767789 + Penalty 2493.646316 = -169416.121473
  nChanged 14
		SP:Iteration 31Q (90686.430000 sec): 3 clusters
  Score: Raw -171918.725706 + Penalty 2493.646316 = -169425.079389
  nChanged 12
		SP:Iteration 32Q (90686.600000 sec): 3 clusters
  Score: Raw -171923.464117 + Penalty 2493.646316 = -169429.817800
  nChanged 6
		SP:Iteration 33Q (90686.790000 sec): 3 clusters
  Score: Raw -171926.535643 + Penalty 2493.646316 = -169432.889327
  nChanged 5
		SP:Iteration 34Q (90686.960000 sec): 3 clusters
  Score: Raw -171929.911808 + Penalty 2493.646316 = -169436.265491
  nChanged 10
		SP:Iteration 35Q (90687.140000 sec): 3 clusters
  Score: Raw -171936.315044 + Penalty 2493.646316 = -169442.668728
  nChanged 12
		SP:Iteration 36Q (90687.310000 sec): 3 clusters
  Score: Raw -171948.129295 + Penalty 2493.646316 = -169454.482979
  nChanged 12
		SP:Iteration 37Q (90687.490000 sec): 3 clusters
  Score: Raw -171960.163335 + Penalty 2493.646316 = -169466.517018
  nChanged 12
		SP:Iteration 38Q (90687.670000 sec): 3 clusters
  Score: Raw -171970.730402 + Penalty 2493.646316 = -169477.084086
  nChanged 9
		SP:Iteration 39Q (90687.840000 sec): 3 clusters
  Score: Raw -171977.062637 + Penalty 2493.646316 = -169483.416320
  nChanged 12
		SP:Iteration 40F (90688.010000 sec): 3 clusters
  Score: Raw -171986.597779 + Penalty 2493.646316 = -169492.951463
  nChanged 8
		SP:Iteration 41Q (90688.170000 sec): 3 clusters
  Score: Raw -171991.045574 + Penalty 2493.646316 = -169497.399258
  nChanged 8
		SP:Iteration 42Q (90688.340000 sec): 3 clusters
  Score: Raw -171995.170382 + Penalty 2493.646316 = -169501.524066
  nChanged 7
		SP:Iteration 43Q (90688.500000 sec): 3 clusters
  Score: Raw -172001.029592 + Penalty 2493.646316 = -169507.383275
  nChanged 7
		SP:Iteration 44Q (90688.680000 sec): 3 clusters
  Score: Raw -172006.113747 + Penalty 2493.646316 = -169512.467431
  nChanged 10
		SP:Iteration 45Q (90688.850000 sec): 3 clusters
  Score: Raw -172012.631275 + Penalty 2493.646316 = -169518.984959
  nChanged 10
		SP:Iteration 46Q (90689.030000 sec): 3 clusters
  Score: Raw -172022.781335 + Penalty 2493.646316 = -169529.135018
  nChanged 11
		SP:Iteration 47Q (90689.200000 sec): 3 clusters
  Score: Raw -172031.885672 + Penalty 2493.646316 = -169538.239355
  nChanged 9
		SP:Iteration 48Q (90689.380000 sec): 3 clusters
  Score: Raw -172036.625411 + Penalty 2493.646316 = -169542.979094
  nChanged 6
		SP:Iteration 49Q (90689.560000 sec): 3 clusters
  Score: Raw -172038.950055 + Penalty 2493.646316 = -169545.303738
  nChanged 3
		SP:Iteration 50Q (90689.730000 sec): 3 clusters
  Score: Raw -172040.636046 + Penalty 2493.646316 = -169546.989729
  nChanged 5
		SP:Iteration 51Q (90689.910000 sec): 3 clusters
  Score: Raw -172043.748889 + Penalty 2493.646316 = -169550.102573
  nChanged 4
		SP:Iteration 52Q (90690.080000 sec): 3 clusters
  Score: Raw -172045.748634 + Penalty 2493.646316 = -169552.102318
  nChanged 0
		SP:Iteration 53F (90690.260000 sec): 3 clusters
  Score: Raw -172045.748634 + Penalty 2493.646316 = -169552.102318
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 88 (3331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90690.330000 sec): 2 clusters
  Score: Raw -265188.525468 + Penalty 1318.042024 = -263870.483445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90690.510000 sec): 3 clusters
  Score: Raw -263583.642633 + Penalty 2636.084047 = -260947.558586
  nChanged 1276
		SP:Iteration 1F (90690.680000 sec): 3 clusters
  Score: Raw -264499.409961 + Penalty 2636.084047 = -261863.325913
  nChanged 317
		SP:Iteration 2F (90690.860000 sec): 3 clusters
  Score: Raw -264791.116383 + Penalty 2636.084047 = -262155.032335
  nChanged 239
		SP:Iteration 3F (90691.040000 sec): 3 clusters
  Score: Raw -264994.981426 + Penalty 2636.084047 = -262358.897378
  nChanged 203
		SP:Iteration 4F (90691.210000 sec): 3 clusters
  Score: Raw -265184.501077 + Penalty 2636.084047 = -262548.417029
  nChanged 177
		SP:Iteration 5F (90691.390000 sec): 3 clusters
  Score: Raw -265342.906012 + Penalty 2636.084047 = -262706.821964
  nChanged 131
		SP:Iteration 6Q (90691.560000 sec): 3 clusters
  Score: Raw -265446.353903 + Penalty 2636.084047 = -262810.269856
  nChanged 107
		SP:Iteration 7Q (90691.740000 sec): 3 clusters
  Score: Raw -265516.098058 + Penalty 2636.084047 = -262880.014011
  nChanged 81
		SP:Iteration 8Q (90691.910000 sec): 3 clusters
  Score: Raw -265563.475978 + Penalty 2636.084047 = -262927.391931
  nChanged 73
		SP:Iteration 9Q (90692.090000 sec): 3 clusters
  Score: Raw -265608.570912 + Penalty 2636.084047 = -262972.486865
  nChanged 72
		SP:Iteration 10Q (90692.260000 sec): 3 clusters
  Score: Raw -265659.426206 + Penalty 2636.084047 = -263023.342158
  nChanged 67
		SP:Iteration 11Q (90692.440000 sec): 3 clusters
  Score: Raw -265707.206941 + Penalty 2636.084047 = -263071.122894
  nChanged 59
		SP:Iteration 12Q (90692.620000 sec): 3 clusters
  Score: Raw -265739.398397 + Penalty 2636.084047 = -263103.314350
  nChanged 46
		SP:Iteration 13Q (90692.790000 sec): 3 clusters
  Score: Raw -265763.005659 + Penalty 2636.084047 = -263126.921611
  nChanged 31
		SP:Iteration 14Q (90692.970000 sec): 3 clusters
  Score: Raw -265778.146385 + Penalty 2636.084047 = -263142.062338
  nChanged 23
		SP:Iteration 15Q (90693.140000 sec): 3 clusters
  Score: Raw -265787.953989 + Penalty 2636.084047 = -263151.869941
  nChanged 17
		SP:Iteration 16Q (90693.320000 sec): 3 clusters
  Score: Raw -265794.715071 + Penalty 2636.084047 = -263158.631024
  nChanged 10
		SP:Iteration 17Q (90693.500000 sec): 3 clusters
  Score: Raw -265800.822054 + Penalty 2636.084047 = -263164.738007
  nChanged 15
		SP:Iteration 18Q (90693.670000 sec): 3 clusters
  Score: Raw -265808.172382 + Penalty 2636.084047 = -263172.088335
  nChanged 18
		SP:Iteration 19Q (90693.850000 sec): 3 clusters
  Score: Raw -265824.799751 + Penalty 2636.084047 = -263188.715704
  nChanged 27
		SP:Iteration 20F (90694.020000 sec): 3 clusters
  Score: Raw -265843.032149 + Penalty 2636.084047 = -263206.948102
  nChanged 27
		SP:Iteration 21Q (90694.200000 sec): 3 clusters
  Score: Raw -265862.776825 + Penalty 2636.084047 = -263226.692778
  nChanged 29
		SP:Iteration 22Q (90694.380000 sec): 3 clusters
  Score: Raw -265875.577268 + Penalty 2636.084047 = -263239.493220
  nChanged 17
		SP:Iteration 23Q (90694.550000 sec): 3 clusters
  Score: Raw -265881.920424 + Penalty 2636.084047 = -263245.836376
  nChanged 9
		SP:Iteration 24Q (90694.720000 sec): 3 clusters
  Score: Raw -265884.891127 + Penalty 2636.084047 = -263248.807080
  nChanged 7
		SP:Iteration 25Q (90694.900000 sec): 3 clusters
  Score: Raw -265886.756659 + Penalty 2636.084047 = -263250.672612
  nChanged 6
		SP:Iteration 26Q (90695.080000 sec): 3 clusters
  Score: Raw -265887.925740 + Penalty 2636.084047 = -263251.841693
  nChanged 4
		SP:Iteration 27Q (90695.250000 sec): 3 clusters
  Score: Raw -265888.984989 + Penalty 2636.084047 = -263252.900942
  nChanged 5
		SP:Iteration 28Q (90695.430000 sec): 3 clusters
  Score: Raw -265890.207446 + Penalty 2636.084047 = -263254.123399
  nChanged 1
		SP:Iteration 29Q (90695.600000 sec): 3 clusters
  Score: Raw -265890.307857 + Penalty 2636.084047 = -263254.223810
  nChanged 1
		SP:Iteration 30Q (90695.780000 sec): 3 clusters
  Score: Raw -265890.904531 + Penalty 2636.084047 = -263254.820483
  nChanged 0
		SP:Iteration 31F (90695.960000 sec): 3 clusters
  Score: Raw -265890.904531 + Penalty 2636.084047 = -263254.820483
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 89 (5828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90696.080000 sec): 2 clusters
  Score: Raw -487072.766375 + Penalty 1408.944740 = -485663.821635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90696.300000 sec): 3 clusters
  Score: Raw -484005.252795 + Penalty 2817.889479 = -481187.363315
  nChanged 2429
		SP:Iteration 1F (90696.460000 sec): 3 clusters
  Score: Raw -485386.508223 + Penalty 2817.889479 = -482568.618744
  nChanged 488
		SP:Iteration 2F (90696.630000 sec): 3 clusters
  Score: Raw -485668.312899 + Penalty 2817.889479 = -482850.423420
  nChanged 353
		SP:Iteration 3F (90696.840000 sec): 3 clusters
  Score: Raw -485877.483872 + Penalty 2817.889479 = -483059.594392
  nChanged 289
		SP:Iteration 4Q (90697.010000 sec): 3 clusters
  Score: Raw -486052.924981 + Penalty 2817.889479 = -483235.035502
  nChanged 273
		SP:Iteration 5Q (90697.180000 sec): 3 clusters
  Score: Raw -486214.989305 + Penalty 2817.889479 = -483397.099826
  nChanged 250
		SP:Iteration 6Q (90697.350000 sec): 3 clusters
  Score: Raw -486349.846728 + Penalty 2817.889479 = -483531.957249
  nChanged 206
		SP:Iteration 7Q (90697.540000 sec): 3 clusters
  Score: Raw -486468.800351 + Penalty 2817.889479 = -483650.910871
  nChanged 194
		SP:Iteration 8Q (90697.730000 sec): 3 clusters
  Score: Raw -486583.815256 + Penalty 2817.889479 = -483765.925777
  nChanged 177
		SP:Iteration 9Q (90697.950000 sec): 3 clusters
  Score: Raw -486683.333941 + Penalty 2817.889479 = -483865.444462
  nChanged 174
		SP:Iteration 10Q (90698.130000 sec): 3 clusters
  Score: Raw -486802.201314 + Penalty 2817.889479 = -483984.311835
  nChanged 172
		SP:Iteration 11Q (90698.340000 sec): 3 clusters
  Score: Raw -486928.322155 + Penalty 2817.889479 = -484110.432676
  nChanged 164
		SP:Iteration 12Q (90698.510000 sec): 3 clusters
  Score: Raw -487037.667822 + Penalty 2817.889479 = -484219.778342
  nChanged 144
		SP:Iteration 13Q (90698.680000 sec): 3 clusters
  Score: Raw -487125.736985 + Penalty 2817.889479 = -484307.847506
  nChanged 130
		SP:Iteration 14Q (90698.840000 sec): 3 clusters
  Score: Raw -487195.103880 + Penalty 2817.889479 = -484377.214400
  nChanged 109
		SP:Iteration 15Q (90699.010000 sec): 3 clusters
  Score: Raw -487252.505061 + Penalty 2817.889479 = -484434.615581
  nChanged 99
		SP:Iteration 16Q (90699.180000 sec): 3 clusters
  Score: Raw -487299.431872 + Penalty 2817.889479 = -484481.542392
  nChanged 82
		SP:Iteration 17Q (90699.350000 sec): 3 clusters
  Score: Raw -487334.233789 + Penalty 2817.889479 = -484516.344310
  nChanged 71
		SP:Iteration 18Q (90699.520000 sec): 3 clusters
  Score: Raw -487361.351857 + Penalty 2817.889479 = -484543.462377
  nChanged 53
		SP:Iteration 19Q (90699.680000 sec): 3 clusters
  Score: Raw -487374.988265 + Penalty 2817.889479 = -484557.098786
  nChanged 36
		SP:Iteration 20F (90699.880000 sec): 3 clusters
  Score: Raw -487381.527966 + Penalty 2817.889479 = -484563.638487
  nChanged 21
		SP:Iteration 21Q (90700.070000 sec): 3 clusters
  Score: Raw -487385.983853 + Penalty 2817.889479 = -484568.094374
  nChanged 23
		SP:Iteration 22Q (90700.280000 sec): 3 clusters
  Score: Raw -487391.261844 + Penalty 2817.889479 = -484573.372365
  nChanged 21
		SP:Iteration 23Q (90700.460000 sec): 3 clusters
  Score: Raw -487396.358608 + Penalty 2817.889479 = -484578.469128
  nChanged 21
		SP:Iteration 24Q (90700.600000 sec): 3 clusters
  Score: Raw -487401.597067 + Penalty 2817.889479 = -484583.707588
  nChanged 19
		SP:Iteration 25Q (90700.770000 sec): 3 clusters
  Score: Raw -487406.530319 + Penalty 2817.889479 = -484588.640840
  nChanged 28
		SP:Iteration 26Q (90700.940000 sec): 3 clusters
  Score: Raw -487415.401295 + Penalty 2817.889479 = -484597.511816
  nChanged 23
		SP:Iteration 27Q (90701.100000 sec): 3 clusters
  Score: Raw -487420.709571 + Penalty 2817.889479 = -484602.820091
  nChanged 16
		SP:Iteration 28Q (90701.280000 sec): 3 clusters
  Score: Raw -487425.106015 + Penalty 2817.889479 = -484607.216535
  nChanged 14
		SP:Iteration 29Q (90701.440000 sec): 3 clusters
  Score: Raw -487428.822454 + Penalty 2817.889479 = -484610.932975
  nChanged 18
		SP:Iteration 30Q (90701.610000 sec): 3 clusters
  Score: Raw -487432.304476 + Penalty 2817.889479 = -484614.414997
  nChanged 15
		SP:Iteration 31Q (90701.780000 sec): 3 clusters
  Score: Raw -487435.813644 + Penalty 2817.889479 = -484617.924164
  nChanged 11
		SP:Iteration 32Q (90701.950000 sec): 3 clusters
  Score: Raw -487438.102248 + Penalty 2817.889479 = -484620.212769
  nChanged 11
		SP:Iteration 33Q (90702.120000 sec): 3 clusters
  Score: Raw -487440.405640 + Penalty 2817.889479 = -484622.516161
  nChanged 11
		SP:Iteration 34Q (90702.280000 sec): 3 clusters
  Score: Raw -487442.243801 + Penalty 2817.889479 = -484624.354321
  nChanged 9
		SP:Iteration 35Q (90702.450000 sec): 3 clusters
  Score: Raw -487443.387404 + Penalty 2817.889479 = -484625.497925
  nChanged 7
		SP:Iteration 36Q (90702.620000 sec): 3 clusters
  Score: Raw -487444.697731 + Penalty 2817.889479 = -484626.808251
  nChanged 10
		SP:Iteration 37Q (90702.790000 sec): 3 clusters
  Score: Raw -487446.722314 + Penalty 2817.889479 = -484628.832834
  nChanged 13
		SP:Iteration 38Q (90703.000000 sec): 3 clusters
  Score: Raw -487449.023041 + Penalty 2817.889479 = -484631.133561
  nChanged 13
		SP:Iteration 39Q (90703.080000 sec): 3 clusters
  Score: Raw -487451.383386 + Penalty 2817.889479 = -484633.493907
  nChanged 14
		SP:Iteration 40F (90703.200000 sec): 3 clusters
  Score: Raw -487454.361591 + Penalty 2817.889479 = -484636.472112
  nChanged 13
		SP:Iteration 41Q (90703.310000 sec): 3 clusters
  Score: Raw -487457.474871 + Penalty 2817.889479 = -484639.585391
  nChanged 12
		SP:Iteration 42Q (90703.410000 sec): 3 clusters
  Score: Raw -487459.723170 + Penalty 2817.889479 = -484641.833690
  nChanged 11
		SP:Iteration 43Q (90703.600000 sec): 3 clusters
  Score: Raw -487461.520299 + Penalty 2817.889479 = -484643.630820
  nChanged 7
		SP:Iteration 44Q (90703.820000 sec): 3 clusters
  Score: Raw -487463.328352 + Penalty 2817.889479 = -484645.438873
  nChanged 5
		SP:Iteration 45Q (90704.000000 sec): 3 clusters
  Score: Raw -487464.283446 + Penalty 2817.889479 = -484646.393967
  nChanged 6
		SP:Iteration 46Q (90704.180000 sec): 3 clusters
  Score: Raw -487465.444109 + Penalty 2817.889479 = -484647.554630
  nChanged 5
		SP:Iteration 47Q (90704.390000 sec): 3 clusters
  Score: Raw -487466.535378 + Penalty 2817.889479 = -484648.645898
  nChanged 5
		SP:Iteration 48Q (90704.560000 sec): 3 clusters
  Score: Raw -487467.254695 + Penalty 2817.889479 = -484649.365215
  nChanged 4
		SP:Iteration 49Q (90704.720000 sec): 3 clusters
  Score: Raw -487467.869836 + Penalty 2817.889479 = -484649.980356
  nChanged 8
		SP:Iteration 50Q (90704.890000 sec): 3 clusters
  Score: Raw -487469.572319 + Penalty 2817.889479 = -484651.682839
  nChanged 10
		SP:Iteration 51Q (90705.060000 sec): 3 clusters
  Score: Raw -487471.142474 + Penalty 2817.889479 = -484653.252994
  nChanged 3
		SP:Iteration 52Q (90705.230000 sec): 3 clusters
  Score: Raw -487471.622991 + Penalty 2817.889479 = -484653.733512
  nChanged 3
		SP:Iteration 53Q (90705.400000 sec): 3 clusters
  Score: Raw -487471.963229 + Penalty 2817.889479 = -484654.073750
  nChanged 3
		SP:Iteration 54Q (90705.560000 sec): 3 clusters
  Score: Raw -487472.742029 + Penalty 2817.889479 = -484654.852549
  nChanged 2
		SP:Iteration 55Q (90705.730000 sec): 3 clusters
  Score: Raw -487472.912729 + Penalty 2817.889479 = -484655.023250
  nChanged 0
		SP:Iteration 56F (90705.940000 sec): 3 clusters
  Score: Raw -487472.912729 + Penalty 2817.889479 = -484655.023250
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 90 (5153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90706.060000 sec): 2 clusters
  Score: Raw -436235.153021 + Penalty 1388.941832 = -434846.211189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90706.290000 sec): 3 clusters
  Score: Raw -433570.368073 + Penalty 2777.883663 = -430792.484410
  nChanged 2056
		SP:Iteration 1F (90706.460000 sec): 3 clusters
  Score: Raw -434852.959337 + Penalty 2777.883663 = -432075.075674
  nChanged 447
		SP:Iteration 2F (90706.610000 sec): 3 clusters
  Score: Raw -435201.740287 + Penalty 2777.883663 = -432423.856624
  nChanged 388
		SP:Iteration 3F (90706.780000 sec): 3 clusters
  Score: Raw -435505.003188 + Penalty 2777.883663 = -432727.119525
  nChanged 319
		SP:Iteration 4F (90706.960000 sec): 3 clusters
  Score: Raw -435748.749328 + Penalty 2777.883663 = -432970.865665
  nChanged 269
		SP:Iteration 5F (90707.140000 sec): 3 clusters
  Score: Raw -435934.629223 + Penalty 2777.883663 = -433156.745560
  nChanged 223
		SP:Iteration 6Q (90707.310000 sec): 3 clusters
  Score: Raw -436077.609811 + Penalty 2777.883663 = -433299.726148
  nChanged 171
		SP:Iteration 7Q (90707.480000 sec): 3 clusters
  Score: Raw -436165.779193 + Penalty 2777.883663 = -433387.895530
  nChanged 127
		SP:Iteration 8Q (90707.660000 sec): 3 clusters
  Score: Raw -436233.357213 + Penalty 2777.883663 = -433455.473550
  nChanged 127
		SP:Iteration 9Q (90707.830000 sec): 3 clusters
  Score: Raw -436314.143889 + Penalty 2777.883663 = -433536.260226
  nChanged 141
		SP:Iteration 10Q (90708.000000 sec): 3 clusters
  Score: Raw -436400.694438 + Penalty 2777.883663 = -433622.810775
  nChanged 150
		SP:Iteration 11Q (90708.180000 sec): 3 clusters
  Score: Raw -436494.913140 + Penalty 2777.883663 = -433717.029476
  nChanged 134
		SP:Iteration 12Q (90708.350000 sec): 3 clusters
  Score: Raw -436581.989829 + Penalty 2777.883663 = -433804.106166
  nChanged 155
		SP:Iteration 13Q (90708.530000 sec): 3 clusters
  Score: Raw -436688.219539 + Penalty 2777.883663 = -433910.335876
  nChanged 142
		SP:Iteration 14Q (90708.700000 sec): 3 clusters
  Score: Raw -436766.665428 + Penalty 2777.883663 = -433988.781764
  nChanged 144
		SP:Iteration 15Q (90708.880000 sec): 3 clusters
  Score: Raw -436836.927021 + Penalty 2777.883663 = -434059.043358
  nChanged 101
		SP:Iteration 16Q (90709.050000 sec): 3 clusters
  Score: Raw -436881.257429 + Penalty 2777.883663 = -434103.373766
  nChanged 75
		SP:Iteration 17Q (90709.220000 sec): 3 clusters
  Score: Raw -436912.730451 + Penalty 2777.883663 = -434134.846788
  nChanged 75
		SP:Iteration 18Q (90709.400000 sec): 3 clusters
  Score: Raw -436944.127555 + Penalty 2777.883663 = -434166.243892
  nChanged 56
		SP:Iteration 19Q (90709.580000 sec): 3 clusters
  Score: Raw -436963.010607 + Penalty 2777.883663 = -434185.126944
  nChanged 50
		SP:Iteration 20F (90709.750000 sec): 3 clusters
  Score: Raw -436978.582356 + Penalty 2777.883663 = -434200.698693
  nChanged 39
		SP:Iteration 21Q (90709.920000 sec): 3 clusters
  Score: Raw -436991.141554 + Penalty 2777.883663 = -434213.257891
  nChanged 36
		SP:Iteration 22Q (90710.100000 sec): 3 clusters
  Score: Raw -436999.787795 + Penalty 2777.883663 = -434221.904132
  nChanged 28
		SP:Iteration 23Q (90710.270000 sec): 3 clusters
  Score: Raw -437007.220154 + Penalty 2777.883663 = -434229.336490
  nChanged 17
		SP:Iteration 24Q (90710.490000 sec): 3 clusters
  Score: Raw -437011.478346 + Penalty 2777.883663 = -434233.594682
  nChanged 17
		SP:Iteration 25Q (90710.630000 sec): 3 clusters
  Score: Raw -437015.655991 + Penalty 2777.883663 = -434237.772328
  nChanged 10
		SP:Iteration 26Q (90710.800000 sec): 3 clusters
  Score: Raw -437016.931875 + Penalty 2777.883663 = -434239.048212
  nChanged 9
		SP:Iteration 27Q (90710.980000 sec): 3 clusters
  Score: Raw -437018.211132 + Penalty 2777.883663 = -434240.327469
  nChanged 9
		SP:Iteration 28Q (90711.150000 sec): 3 clusters
  Score: Raw -437019.876933 + Penalty 2777.883663 = -434241.993270
  nChanged 6
		SP:Iteration 29Q (90711.310000 sec): 3 clusters
  Score: Raw -437021.205011 + Penalty 2777.883663 = -434243.321348
  nChanged 4
		SP:Iteration 30Q (90711.400000 sec): 3 clusters
  Score: Raw -437022.111834 + Penalty 2777.883663 = -434244.228170
  nChanged 5
		SP:Iteration 31Q (90711.590000 sec): 3 clusters
  Score: Raw -437023.178812 + Penalty 2777.883663 = -434245.295149
  nChanged 4
		SP:Iteration 32Q (90711.770000 sec): 3 clusters
  Score: Raw -437023.646344 + Penalty 2777.883663 = -434245.762681
  nChanged 3
		SP:Iteration 33Q (90711.940000 sec): 3 clusters
  Score: Raw -437024.015085 + Penalty 2777.883663 = -434246.131422
  nChanged 4
		SP:Iteration 34Q (90712.060000 sec): 3 clusters
  Score: Raw -437024.692633 + Penalty 2777.883663 = -434246.808969
  nChanged 4
		SP:Iteration 35Q (90712.160000 sec): 3 clusters
  Score: Raw -437025.207811 + Penalty 2777.883663 = -434247.324148
  nChanged 3
		SP:Iteration 36Q (90712.340000 sec): 3 clusters
  Score: Raw -437025.589242 + Penalty 2777.883663 = -434247.705579
  nChanged 2
		SP:Iteration 37Q (90712.520000 sec): 3 clusters
  Score: Raw -437025.943667 + Penalty 2777.883663 = -434248.060004
  nChanged 0
		SP:Iteration 38F (90712.690000 sec): 3 clusters
  Score: Raw -437025.943667 + Penalty 2777.883663 = -434248.060004
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 91 (3666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90712.800000 sec): 2 clusters
  Score: Raw -309281.873407 + Penalty 1333.614170 = -307948.259237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90712.970000 sec): 3 clusters
  Score: Raw -307481.900785 + Penalty 2667.228339 = -304814.672445
  nChanged 1432
		SP:Iteration 1F (90713.150000 sec): 3 clusters
  Score: Raw -308397.149809 + Penalty 2667.228339 = -305729.921470
  nChanged 302
		SP:Iteration 2F (90713.320000 sec): 3 clusters
  Score: Raw -308589.766891 + Penalty 2667.228339 = -305922.538552
  nChanged 206
		SP:Iteration 3F (90713.500000 sec): 3 clusters
  Score: Raw -308729.426255 + Penalty 2667.228339 = -306062.197916
  nChanged 169
		SP:Iteration 4Q (90713.680000 sec): 3 clusters
  Score: Raw -308835.864034 + Penalty 2667.228339 = -306168.635695
  nChanged 140
		SP:Iteration 5Q (90713.850000 sec): 3 clusters
  Score: Raw -308930.187611 + Penalty 2667.228339 = -306262.959272
  nChanged 139
		SP:Iteration 6Q (90714.030000 sec): 3 clusters
  Score: Raw -309024.926821 + Penalty 2667.228339 = -306357.698482
  nChanged 129
		SP:Iteration 7Q (90714.200000 sec): 3 clusters
  Score: Raw -309125.091916 + Penalty 2667.228339 = -306457.863577
  nChanged 140
		SP:Iteration 8Q (90714.380000 sec): 3 clusters
  Score: Raw -309250.558816 + Penalty 2667.228339 = -306583.330477
  nChanged 134
		SP:Iteration 9Q (90714.560000 sec): 3 clusters
  Score: Raw -309387.063328 + Penalty 2667.228339 = -306719.834989
  nChanged 123
		SP:Iteration 10Q (90714.700000 sec): 3 clusters
  Score: Raw -309514.538118 + Penalty 2667.228339 = -306847.309779
  nChanged 127
		SP:Iteration 11Q (90714.770000 sec): 3 clusters
  Score: Raw -309626.713115 + Penalty 2667.228339 = -306959.484776
  nChanged 112
		SP:Iteration 12Q (90714.840000 sec): 3 clusters
  Score: Raw -309719.154337 + Penalty 2667.228339 = -307051.925998
  nChanged 103
		SP:Iteration 13Q (90714.920000 sec): 3 clusters
  Score: Raw -309788.528145 + Penalty 2667.228339 = -307121.299806
  nChanged 68
		SP:Iteration 14Q (90714.990000 sec): 3 clusters
  Score: Raw -309823.196741 + Penalty 2667.228339 = -307155.968401
  nChanged 46
		SP:Iteration 15Q (90715.060000 sec): 3 clusters
  Score: Raw -309840.950895 + Penalty 2667.228339 = -307173.722556
  nChanged 20
		SP:Iteration 16Q (90715.130000 sec): 3 clusters
  Score: Raw -309851.249420 + Penalty 2667.228339 = -307184.021081
  nChanged 27
		SP:Iteration 17Q (90715.200000 sec): 3 clusters
  Score: Raw -309861.150539 + Penalty 2667.228339 = -307193.922200
  nChanged 19
		SP:Iteration 18Q (90715.270000 sec): 3 clusters
  Score: Raw -309867.568473 + Penalty 2667.228339 = -307200.340134
  nChanged 13
		SP:Iteration 19Q (90715.340000 sec): 3 clusters
  Score: Raw -309870.683311 + Penalty 2667.228339 = -307203.454972
  nChanged 8
		SP:Iteration 20F (90715.410000 sec): 3 clusters
  Score: Raw -309873.785404 + Penalty 2667.228339 = -307206.557065
  nChanged 10
		SP:Iteration 21Q (90715.480000 sec): 3 clusters
  Score: Raw -309876.848895 + Penalty 2667.228339 = -307209.620556
  nChanged 3
		SP:Iteration 22Q (90715.550000 sec): 3 clusters
  Score: Raw -309877.296436 + Penalty 2667.228339 = -307210.068097
  nChanged 4
		SP:Iteration 23Q (90715.620000 sec): 3 clusters
  Score: Raw -309877.678151 + Penalty 2667.228339 = -307210.449812
  nChanged 2
		SP:Iteration 24Q (90715.690000 sec): 3 clusters
  Score: Raw -309878.025426 + Penalty 2667.228339 = -307210.797086
  nChanged 3
		SP:Iteration 25Q (90715.760000 sec): 3 clusters
  Score: Raw -309878.475600 + Penalty 2667.228339 = -307211.247261
  nChanged 2
		SP:Iteration 26Q (90715.830000 sec): 3 clusters
  Score: Raw -309879.004964 + Penalty 2667.228339 = -307211.776625
  nChanged 2
		SP:Iteration 27Q (90715.900000 sec): 3 clusters
  Score: Raw -309879.475703 + Penalty 2667.228339 = -307212.247364
  nChanged 1
		SP:Iteration 28Q (90715.970000 sec): 3 clusters
  Score: Raw -309879.564069 + Penalty 2667.228339 = -307212.335730
  nChanged 0
		SP:Iteration 29F (90716.040000 sec): 3 clusters
  Score: Raw -309879.564069 + Penalty 2667.228339 = -307212.335730
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 92 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90716.150000 sec): 2 clusters
  Score: Raw -313756.109654 + Penalty 1311.725238 = -312444.384416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90716.320000 sec): 3 clusters
  Score: Raw -312218.251376 + Penalty 2623.450475 = -309594.800901
  nChanged 1212
		SP:Iteration 1F (90716.500000 sec): 3 clusters
  Score: Raw -312873.890625 + Penalty 2623.450475 = -310250.440149
  nChanged 272
		SP:Iteration 2F (90716.680000 sec): 3 clusters
  Score: Raw -313061.974763 + Penalty 2623.450475 = -310438.524288
  nChanged 219
		SP:Iteration 3F (90716.850000 sec): 3 clusters
  Score: Raw -313229.718743 + Penalty 2623.450475 = -310606.268268
  nChanged 199
		SP:Iteration 4F (90717.030000 sec): 3 clusters
  Score: Raw -313379.452011 + Penalty 2623.450475 = -310756.001536
  nChanged 152
		SP:Iteration 5Q (90717.200000 sec): 3 clusters
  Score: Raw -313497.115074 + Penalty 2623.450475 = -310873.664599
  nChanged 161
		SP:Iteration 6F (90717.380000 sec): 3 clusters
  Score: Raw -313613.122990 + Penalty 2623.450475 = -310989.672515
  nChanged 137
		SP:Iteration 7Q (90717.560000 sec): 3 clusters
  Score: Raw -313701.596486 + Penalty 2623.450475 = -311078.146010
  nChanged 115
		SP:Iteration 8Q (90717.730000 sec): 3 clusters
  Score: Raw -313776.378855 + Penalty 2623.450475 = -311152.928380
  nChanged 97
		SP:Iteration 9Q (90717.910000 sec): 3 clusters
  Score: Raw -313835.232159 + Penalty 2623.450475 = -311211.781684
  nChanged 83
		SP:Iteration 10Q (90718.080000 sec): 3 clusters
  Score: Raw -313895.972449 + Penalty 2623.450475 = -311272.521974
  nChanged 83
		SP:Iteration 11Q (90718.260000 sec): 3 clusters
  Score: Raw -313951.755737 + Penalty 2623.450475 = -311328.305262
  nChanged 72
		SP:Iteration 12Q (90718.440000 sec): 3 clusters
  Score: Raw -314030.236254 + Penalty 2623.450475 = -311406.785778
  nChanged 65
		SP:Iteration 13Q (90718.610000 sec): 3 clusters
  Score: Raw -314077.702846 + Penalty 2623.450475 = -311454.252371
  nChanged 56
		SP:Iteration 14Q (90718.780000 sec): 3 clusters
  Score: Raw -314134.099816 + Penalty 2623.450475 = -311510.649341
  nChanged 68
		SP:Iteration 15Q (90718.960000 sec): 3 clusters
  Score: Raw -314188.989291 + Penalty 2623.450475 = -311565.538816
  nChanged 61
		SP:Iteration 16Q (90719.140000 sec): 3 clusters
  Score: Raw -314231.694754 + Penalty 2623.450475 = -311608.244279
  nChanged 53
		SP:Iteration 17Q (90719.310000 sec): 3 clusters
  Score: Raw -314268.555485 + Penalty 2623.450475 = -311645.105010
  nChanged 42
		SP:Iteration 18Q (90719.490000 sec): 3 clusters
  Score: Raw -314292.680427 + Penalty 2623.450475 = -311669.229952
  nChanged 39
		SP:Iteration 19Q (90719.660000 sec): 3 clusters
  Score: Raw -314314.909189 + Penalty 2623.450475 = -311691.458714
  nChanged 36
		SP:Iteration 20F (90719.840000 sec): 3 clusters
  Score: Raw -314333.645683 + Penalty 2623.450475 = -311710.195207
  nChanged 30
		SP:Iteration 21Q (90720.020000 sec): 3 clusters
  Score: Raw -314346.761685 + Penalty 2623.450475 = -311723.311210
  nChanged 29
		SP:Iteration 22Q (90720.190000 sec): 3 clusters
  Score: Raw -314359.302534 + Penalty 2623.450475 = -311735.852059
  nChanged 25
		SP:Iteration 23Q (90720.370000 sec): 3 clusters
  Score: Raw -314373.976093 + Penalty 2623.450475 = -311750.525618
  nChanged 25
		SP:Iteration 24Q (90720.550000 sec): 3 clusters
  Score: Raw -314389.395767 + Penalty 2623.450475 = -311765.945292
  nChanged 24
		SP:Iteration 25Q (90720.720000 sec): 3 clusters
  Score: Raw -314401.511693 + Penalty 2623.450475 = -311778.061217
  nChanged 23
		SP:Iteration 26Q (90720.900000 sec): 3 clusters
  Score: Raw -314411.219979 + Penalty 2623.450475 = -311787.769504
  nChanged 16
		SP:Iteration 27Q (90721.070000 sec): 3 clusters
  Score: Raw -314418.778693 + Penalty 2623.450475 = -311795.328218
  nChanged 16
		SP:Iteration 28Q (90721.250000 sec): 3 clusters
  Score: Raw -314427.818187 + Penalty 2623.450475 = -311804.367712
  nChanged 20
		SP:Iteration 29Q (90721.420000 sec): 3 clusters
  Score: Raw -314438.012570 + Penalty 2623.450475 = -311814.562094
  nChanged 16
		SP:Iteration 30Q (90721.600000 sec): 3 clusters
  Score: Raw -314447.834106 + Penalty 2623.450475 = -311824.383631
  nChanged 22
		SP:Iteration 31Q (90721.770000 sec): 3 clusters
  Score: Raw -314462.925818 + Penalty 2623.450475 = -311839.475343
  nChanged 20
		SP:Iteration 32Q (90721.950000 sec): 3 clusters
  Score: Raw -314474.222412 + Penalty 2623.450475 = -311850.771937
  nChanged 19
		SP:Iteration 33Q (90722.130000 sec): 3 clusters
  Score: Raw -314484.586701 + Penalty 2623.450475 = -311861.136226
  nChanged 26
		SP:Iteration 34Q (90722.300000 sec): 3 clusters
  Score: Raw -314498.651147 + Penalty 2623.450475 = -311875.200672
  nChanged 23
		SP:Iteration 35Q (90722.480000 sec): 3 clusters
  Score: Raw -314513.144760 + Penalty 2623.450475 = -311889.694285
  nChanged 22
		SP:Iteration 36Q (90722.650000 sec): 3 clusters
  Score: Raw -314524.432459 + Penalty 2623.450475 = -311900.981984
  nChanged 17
		SP:Iteration 37Q (90722.830000 sec): 3 clusters
  Score: Raw -314531.696981 + Penalty 2623.450475 = -311908.246506
  nChanged 19
		SP:Iteration 38Q (90723.010000 sec): 3 clusters
  Score: Raw -314537.950151 + Penalty 2623.450475 = -311914.499676
  nChanged 8
		SP:Iteration 39Q (90723.160000 sec): 3 clusters
  Score: Raw -314541.887977 + Penalty 2623.450475 = -311918.437502
  nChanged 16
		SP:Iteration 40F (90723.220000 sec): 3 clusters
  Score: Raw -314549.057763 + Penalty 2623.450475 = -311925.607288
  nChanged 9
		SP:Iteration 41Q (90723.280000 sec): 3 clusters
  Score: Raw -314553.365589 + Penalty 2623.450475 = -311929.915113
  nChanged 10
		SP:Iteration 42Q (90723.340000 sec): 3 clusters
  Score: Raw -314556.479662 + Penalty 2623.450475 = -311933.029187
  nChanged 5
		SP:Iteration 43Q (90723.400000 sec): 3 clusters
  Score: Raw -314558.690948 + Penalty 2623.450475 = -311935.240473
  nChanged 6
		SP:Iteration 44Q (90723.460000 sec): 3 clusters
  Score: Raw -314560.884568 + Penalty 2623.450475 = -311937.434093
  nChanged 3
		SP:Iteration 45Q (90723.520000 sec): 3 clusters
  Score: Raw -314562.654893 + Penalty 2623.450475 = -311939.204418
  nChanged 5
		SP:Iteration 46Q (90723.580000 sec): 3 clusters
  Score: Raw -314564.773857 + Penalty 2623.450475 = -311941.323382
  nChanged 0
		SP:Iteration 47F (90723.650000 sec): 3 clusters
  Score: Raw -314564.773857 + Penalty 2623.450475 = -311941.323382
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 93 (4118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90723.740000 sec): 2 clusters
  Score: Raw -338437.949367 + Penalty 1352.507469 = -337085.441898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90723.910000 sec): 3 clusters
  Score: Raw -336417.615973 + Penalty 2705.014938 = -333712.601034
  nChanged 1620
		SP:Iteration 1F (90724.020000 sec): 3 clusters
  Score: Raw -337364.970601 + Penalty 2705.014938 = -334659.955662
  nChanged 298
		SP:Iteration 2F (90724.100000 sec): 3 clusters
  Score: Raw -337563.960621 + Penalty 2705.014938 = -334858.945682
  nChanged 251
		SP:Iteration 3F (90724.180000 sec): 3 clusters
  Score: Raw -337736.382415 + Penalty 2705.014938 = -335031.367476
  nChanged 200
		SP:Iteration 4Q (90724.260000 sec): 3 clusters
  Score: Raw -337875.375491 + Penalty 2705.014938 = -335170.360552
  nChanged 191
		SP:Iteration 5Q (90724.350000 sec): 3 clusters
  Score: Raw -338007.597770 + Penalty 2705.014938 = -335302.582832
  nChanged 175
		SP:Iteration 6Q (90724.540000 sec): 3 clusters
  Score: Raw -338127.846656 + Penalty 2705.014938 = -335422.831718
  nChanged 155
		SP:Iteration 7Q (90724.720000 sec): 3 clusters
  Score: Raw -338251.653138 + Penalty 2705.014938 = -335546.638200
  nChanged 157
		SP:Iteration 8Q (90724.890000 sec): 3 clusters
  Score: Raw -338379.267023 + Penalty 2705.014938 = -335674.252084
  nChanged 141
		SP:Iteration 9Q (90725.070000 sec): 3 clusters
  Score: Raw -338484.616026 + Penalty 2705.014938 = -335779.601087
  nChanged 109
		SP:Iteration 10Q (90725.240000 sec): 3 clusters
  Score: Raw -338573.607148 + Penalty 2705.014938 = -335868.592210
  nChanged 96
		SP:Iteration 11Q (90725.420000 sec): 3 clusters
  Score: Raw -338654.651820 + Penalty 2705.014938 = -335949.636882
  nChanged 100
		SP:Iteration 12Q (90725.590000 sec): 3 clusters
  Score: Raw -338746.855926 + Penalty 2705.014938 = -336041.840988
  nChanged 100
		SP:Iteration 13Q (90725.770000 sec): 3 clusters
  Score: Raw -338810.854000 + Penalty 2705.014938 = -336105.839062
  nChanged 80
		SP:Iteration 14Q (90725.950000 sec): 3 clusters
  Score: Raw -338863.000479 + Penalty 2705.014938 = -336157.985541
  nChanged 84
		SP:Iteration 15Q (90726.120000 sec): 3 clusters
  Score: Raw -338917.857000 + Penalty 2705.014938 = -336212.842062
  nChanged 57
		SP:Iteration 16Q (90726.300000 sec): 3 clusters
  Score: Raw -338948.030685 + Penalty 2705.014938 = -336243.015747
  nChanged 41
		SP:Iteration 17Q (90726.470000 sec): 3 clusters
  Score: Raw -338969.587737 + Penalty 2705.014938 = -336264.572799
  nChanged 30
		SP:Iteration 18Q (90726.650000 sec): 3 clusters
  Score: Raw -338983.173649 + Penalty 2705.014938 = -336278.158711
  nChanged 27
		SP:Iteration 19Q (90726.830000 sec): 3 clusters
  Score: Raw -338995.709008 + Penalty 2705.014938 = -336290.694070
  nChanged 21
		SP:Iteration 20F (90727.000000 sec): 3 clusters
  Score: Raw -339003.107879 + Penalty 2705.014938 = -336298.092940
  nChanged 19
		SP:Iteration 21Q (90727.220000 sec): 3 clusters
  Score: Raw -339008.428229 + Penalty 2705.014938 = -336303.413290
  nChanged 15
		SP:Iteration 22Q (90727.370000 sec): 3 clusters
  Score: Raw -339014.285641 + Penalty 2705.014938 = -336309.270702
  nChanged 26
		SP:Iteration 23Q (90727.550000 sec): 3 clusters
  Score: Raw -339027.980369 + Penalty 2705.014938 = -336322.965430
  nChanged 26
		SP:Iteration 24Q (90727.720000 sec): 3 clusters
  Score: Raw -339040.801634 + Penalty 2705.014938 = -336335.786695
  nChanged 24
		SP:Iteration 25Q (90727.900000 sec): 3 clusters
  Score: Raw -339052.400601 + Penalty 2705.014938 = -336347.385663
  nChanged 22
		SP:Iteration 26Q (90728.070000 sec): 3 clusters
  Score: Raw -339060.488801 + Penalty 2705.014938 = -336355.473863
  nChanged 19
		SP:Iteration 27Q (90728.250000 sec): 3 clusters
  Score: Raw -339067.562300 + Penalty 2705.014938 = -336362.547361
  nChanged 16
		SP:Iteration 28Q (90728.430000 sec): 3 clusters
  Score: Raw -339075.006043 + Penalty 2705.014938 = -336369.991104
  nChanged 16
		SP:Iteration 29Q (90728.600000 sec): 3 clusters
  Score: Raw -339084.965012 + Penalty 2705.014938 = -336379.950073
  nChanged 17
		SP:Iteration 30Q (90728.770000 sec): 3 clusters
  Score: Raw -339098.209341 + Penalty 2705.014938 = -336393.194403
  nChanged 16
		SP:Iteration 31Q (90728.950000 sec): 3 clusters
  Score: Raw -339109.881909 + Penalty 2705.014938 = -336404.866970
  nChanged 13
		SP:Iteration 32Q (90729.130000 sec): 3 clusters
  Score: Raw -339113.959372 + Penalty 2705.014938 = -336408.944433
  nChanged 6
		SP:Iteration 33Q (90729.300000 sec): 3 clusters
  Score: Raw -339115.935063 + Penalty 2705.014938 = -336410.920125
  nChanged 3
		SP:Iteration 34Q (90729.480000 sec): 3 clusters
  Score: Raw -339117.136481 + Penalty 2705.014938 = -336412.121543
  nChanged 6
		SP:Iteration 35Q (90729.650000 sec): 3 clusters
  Score: Raw -339118.269884 + Penalty 2705.014938 = -336413.254946
  nChanged 2
		SP:Iteration 36Q (90729.830000 sec): 3 clusters
  Score: Raw -339119.241008 + Penalty 2705.014938 = -336414.226070
  nChanged 5
		SP:Iteration 37Q (90730.010000 sec): 3 clusters
  Score: Raw -339120.752529 + Penalty 2705.014938 = -336415.737590
  nChanged 3
		SP:Iteration 38Q (90730.170000 sec): 3 clusters
  Score: Raw -339121.376104 + Penalty 2705.014938 = -336416.361166
  nChanged 1
		SP:Iteration 39Q (90730.330000 sec): 3 clusters
  Score: Raw -339121.674726 + Penalty 2705.014938 = -336416.659788
  nChanged 0
		SP:Iteration 40F (90730.500000 sec): 3 clusters
  Score: Raw -339121.674726 + Penalty 2705.014938 = -336416.659788
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 94 (5824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90730.610000 sec): 2 clusters
  Score: Raw -480397.577153 + Penalty 1408.833171 = -478988.743982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90730.790000 sec): 3 clusters
  Score: Raw -477250.104284 + Penalty 2817.666342 = -474432.437942
  nChanged 2426
		SP:Iteration 1F (90730.960000 sec): 3 clusters
  Score: Raw -478846.097050 + Penalty 2817.666342 = -476028.430709
  nChanged 531
		SP:Iteration 2F (90731.130000 sec): 3 clusters
  Score: Raw -479323.957736 + Penalty 2817.666342 = -476506.291394
  nChanged 434
		SP:Iteration 3F (90731.290000 sec): 3 clusters
  Score: Raw -479687.938836 + Penalty 2817.666342 = -476870.272494
  nChanged 375
		SP:Iteration 4F (90731.460000 sec): 3 clusters
  Score: Raw -480004.464387 + Penalty 2817.666342 = -477186.798046
  nChanged 316
		SP:Iteration 5F (90731.630000 sec): 3 clusters
  Score: Raw -480240.298504 + Penalty 2817.666342 = -477422.632162
  nChanged 257
		SP:Iteration 6Q (90731.800000 sec): 3 clusters
  Score: Raw -480395.951502 + Penalty 2817.666342 = -477578.285160
  nChanged 194
		SP:Iteration 7Q (90731.970000 sec): 3 clusters
  Score: Raw -480511.356954 + Penalty 2817.666342 = -477693.690612
  nChanged 159
		SP:Iteration 8Q (90732.130000 sec): 3 clusters
  Score: Raw -480591.137716 + Penalty 2817.666342 = -477773.471374
  nChanged 123
		SP:Iteration 9Q (90732.300000 sec): 3 clusters
  Score: Raw -480662.065095 + Penalty 2817.666342 = -477844.398753
  nChanged 114
		SP:Iteration 10Q (90732.470000 sec): 3 clusters
  Score: Raw -480734.613038 + Penalty 2817.666342 = -477916.946696
  nChanged 108
		SP:Iteration 11Q (90732.680000 sec): 3 clusters
  Score: Raw -480794.441921 + Penalty 2817.666342 = -477976.775580
  nChanged 94
		SP:Iteration 12Q (90732.850000 sec): 3 clusters
  Score: Raw -480845.616846 + Penalty 2817.666342 = -478027.950504
  nChanged 70
		SP:Iteration 13Q (90733.020000 sec): 3 clusters
  Score: Raw -480879.847259 + Penalty 2817.666342 = -478062.180918
  nChanged 65
		SP:Iteration 14Q (90733.190000 sec): 3 clusters
  Score: Raw -480909.338100 + Penalty 2817.666342 = -478091.671758
  nChanged 65
		SP:Iteration 15Q (90733.340000 sec): 3 clusters
  Score: Raw -480942.023266 + Penalty 2817.666342 = -478124.356924
  nChanged 55
		SP:Iteration 16Q (90733.530000 sec): 3 clusters
  Score: Raw -480968.308503 + Penalty 2817.666342 = -478150.642161
  nChanged 48
		SP:Iteration 17Q (90733.700000 sec): 3 clusters
  Score: Raw -480989.015346 + Penalty 2817.666342 = -478171.349005
  nChanged 41
		SP:Iteration 18Q (90733.870000 sec): 3 clusters
  Score: Raw -481007.250595 + Penalty 2817.666342 = -478189.584254
  nChanged 45
		SP:Iteration 19Q (90734.040000 sec): 3 clusters
  Score: Raw -481033.154053 + Penalty 2817.666342 = -478215.487711
  nChanged 46
		SP:Iteration 20F (90734.210000 sec): 3 clusters
  Score: Raw -481056.596829 + Penalty 2817.666342 = -478238.930487
  nChanged 37
		SP:Iteration 21Q (90734.370000 sec): 3 clusters
  Score: Raw -481071.724508 + Penalty 2817.666342 = -478254.058166
  nChanged 25
		SP:Iteration 22Q (90734.540000 sec): 3 clusters
  Score: Raw -481082.860768 + Penalty 2817.666342 = -478265.194426
  nChanged 26
		SP:Iteration 23Q (90734.710000 sec): 3 clusters
  Score: Raw -481091.446185 + Penalty 2817.666342 = -478273.779843
  nChanged 21
		SP:Iteration 24Q (90734.880000 sec): 3 clusters
  Score: Raw -481097.433146 + Penalty 2817.666342 = -478279.766805
  nChanged 15
		SP:Iteration 25Q (90735.050000 sec): 3 clusters
  Score: Raw -481101.610145 + Penalty 2817.666342 = -478283.943803
  nChanged 10
		SP:Iteration 26Q (90735.220000 sec): 3 clusters
  Score: Raw -481104.062648 + Penalty 2817.666342 = -478286.396307
  nChanged 11
		SP:Iteration 27Q (90735.390000 sec): 3 clusters
  Score: Raw -481106.728130 + Penalty 2817.666342 = -478289.061789
  nChanged 10
		SP:Iteration 28Q (90735.550000 sec): 3 clusters
  Score: Raw -481108.705406 + Penalty 2817.666342 = -478291.039065
  nChanged 10
		SP:Iteration 29Q (90735.720000 sec): 3 clusters
  Score: Raw -481111.298941 + Penalty 2817.666342 = -478293.632599
  nChanged 9
		SP:Iteration 30Q (90735.890000 sec): 3 clusters
  Score: Raw -481113.641809 + Penalty 2817.666342 = -478295.975467
  nChanged 6
		SP:Iteration 31Q (90736.060000 sec): 3 clusters
  Score: Raw -481115.704553 + Penalty 2817.666342 = -478298.038211
  nChanged 4
		SP:Iteration 32Q (90736.230000 sec): 3 clusters
  Score: Raw -481116.770445 + Penalty 2817.666342 = -478299.104103
  nChanged 3
		SP:Iteration 33Q (90736.400000 sec): 3 clusters
  Score: Raw -481117.623465 + Penalty 2817.666342 = -478299.957123
  nChanged 5
		SP:Iteration 34Q (90736.570000 sec): 3 clusters
  Score: Raw -481118.615833 + Penalty 2817.666342 = -478300.949492
  nChanged 6
		SP:Iteration 35Q (90736.730000 sec): 3 clusters
  Score: Raw -481120.024878 + Penalty 2817.666342 = -478302.358536
  nChanged 5
		SP:Iteration 36Q (90736.900000 sec): 3 clusters
  Score: Raw -481120.984034 + Penalty 2817.666342 = -478303.317692
  nChanged 3
		SP:Iteration 37Q (90737.070000 sec): 3 clusters
  Score: Raw -481121.822745 + Penalty 2817.666342 = -478304.156403
  nChanged 5
		SP:Iteration 38Q (90737.240000 sec): 3 clusters
  Score: Raw -481123.372644 + Penalty 2817.666342 = -478305.706303
  nChanged 7
		SP:Iteration 39Q (90737.410000 sec): 3 clusters
  Score: Raw -481125.601005 + Penalty 2817.666342 = -478307.934663
  nChanged 7
		SP:Iteration 40F (90737.580000 sec): 3 clusters
  Score: Raw -481127.094155 + Penalty 2817.666342 = -478309.427814
  nChanged 7
		SP:Iteration 41Q (90737.750000 sec): 3 clusters
  Score: Raw -481128.617446 + Penalty 2817.666342 = -478310.951105
  nChanged 4
		SP:Iteration 42Q (90737.910000 sec): 3 clusters
  Score: Raw -481129.292865 + Penalty 2817.666342 = -478311.626524
  nChanged 7
		SP:Iteration 43Q (90738.080000 sec): 3 clusters
  Score: Raw -481131.067733 + Penalty 2817.666342 = -478313.401391
  nChanged 1
		SP:Iteration 44Q (90738.250000 sec): 3 clusters
  Score: Raw -481131.134381 + Penalty 2817.666342 = -478313.468039
  nChanged 1
		SP:Iteration 45Q (90738.420000 sec): 3 clusters
  Score: Raw -481131.172842 + Penalty 2817.666342 = -478313.506501
  nChanged 0
		SP:Iteration 46F (90738.590000 sec): 3 clusters
  Score: Raw -481131.172842 + Penalty 2817.666342 = -478313.506501
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 95 (4383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90738.690000 sec): 2 clusters
  Score: Raw -330522.948237 + Penalty 1362.641914 = -329160.306323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90738.860000 sec): 3 clusters
  Score: Raw -328334.334486 + Penalty 2725.283828 = -325609.050659
  nChanged 1760
		SP:Iteration 1F (90739.040000 sec): 3 clusters
  Score: Raw -329456.574045 + Penalty 2725.283828 = -326731.290217
  nChanged 372
		SP:Iteration 2F (90739.210000 sec): 3 clusters
  Score: Raw -329733.048402 + Penalty 2725.283828 = -327007.764575
  nChanged 289
		SP:Iteration 3F (90739.390000 sec): 3 clusters
  Score: Raw -329937.404668 + Penalty 2725.283828 = -327212.120841
  nChanged 246
		SP:Iteration 4F (90739.570000 sec): 3 clusters
  Score: Raw -330112.469719 + Penalty 2725.283828 = -327387.185892
  nChanged 211
		SP:Iteration 5Q (90739.740000 sec): 3 clusters
  Score: Raw -330256.480508 + Penalty 2725.283828 = -327531.196680
  nChanged 169
		SP:Iteration 6Q (90739.920000 sec): 3 clusters
  Score: Raw -330360.250448 + Penalty 2725.283828 = -327634.966620
  nChanged 148
		SP:Iteration 7Q (90740.090000 sec): 3 clusters
  Score: Raw -330441.181815 + Penalty 2725.283828 = -327715.897987
  nChanged 118
		SP:Iteration 8Q (90740.270000 sec): 3 clusters
  Score: Raw -330496.621613 + Penalty 2725.283828 = -327771.337786
  nChanged 90
		SP:Iteration 9Q (90740.440000 sec): 3 clusters
  Score: Raw -330541.211563 + Penalty 2725.283828 = -327815.927735
  nChanged 77
		SP:Iteration 10Q (90740.620000 sec): 3 clusters
  Score: Raw -330572.640475 + Penalty 2725.283828 = -327847.356647
  nChanged 59
		SP:Iteration 11Q (90740.790000 sec): 3 clusters
  Score: Raw -330590.534427 + Penalty 2725.283828 = -327865.250600
  nChanged 37
		SP:Iteration 12Q (90740.970000 sec): 3 clusters
  Score: Raw -330602.254513 + Penalty 2725.283828 = -327876.970686
  nChanged 33
		SP:Iteration 13Q (90741.150000 sec): 3 clusters
  Score: Raw -330612.415226 + Penalty 2725.283828 = -327887.131398
  nChanged 26
		SP:Iteration 14Q (90741.320000 sec): 3 clusters
  Score: Raw -330620.532854 + Penalty 2725.283828 = -327895.249026
  nChanged 28
		SP:Iteration 15Q (90741.500000 sec): 3 clusters
  Score: Raw -330629.384686 + Penalty 2725.283828 = -327904.100858
  nChanged 20
		SP:Iteration 16Q (90741.670000 sec): 3 clusters
  Score: Raw -330634.359682 + Penalty 2725.283828 = -327909.075855
  nChanged 25
		SP:Iteration 17Q (90741.850000 sec): 3 clusters
  Score: Raw -330641.184945 + Penalty 2725.283828 = -327915.901118
  nChanged 22
		SP:Iteration 18Q (90742.030000 sec): 3 clusters
  Score: Raw -330648.193299 + Penalty 2725.283828 = -327922.909472
  nChanged 23
		SP:Iteration 19Q (90742.200000 sec): 3 clusters
  Score: Raw -330654.869498 + Penalty 2725.283828 = -327929.585670
  nChanged 28
		SP:Iteration 20F (90742.380000 sec): 3 clusters
  Score: Raw -330662.844969 + Penalty 2725.283828 = -327937.561141
  nChanged 28
		SP:Iteration 21Q (90742.550000 sec): 3 clusters
  Score: Raw -330672.109446 + Penalty 2725.283828 = -327946.825619
  nChanged 23
		SP:Iteration 22Q (90742.730000 sec): 3 clusters
  Score: Raw -330680.047442 + Penalty 2725.283828 = -327954.763614
  nChanged 24
		SP:Iteration 23Q (90742.900000 sec): 3 clusters
  Score: Raw -330687.790471 + Penalty 2725.283828 = -327962.506644
  nChanged 21
		SP:Iteration 24Q (90743.080000 sec): 3 clusters
  Score: Raw -330693.786591 + Penalty 2725.283828 = -327968.502763
  nChanged 13
		SP:Iteration 25Q (90743.250000 sec): 3 clusters
  Score: Raw -330697.527300 + Penalty 2725.283828 = -327972.243472
  nChanged 12
		SP:Iteration 26Q (90743.430000 sec): 3 clusters
  Score: Raw -330702.530959 + Penalty 2725.283828 = -327977.247131
  nChanged 16
		SP:Iteration 27Q (90743.610000 sec): 3 clusters
  Score: Raw -330706.385954 + Penalty 2725.283828 = -327981.102126
  nChanged 15
		SP:Iteration 28Q (90743.780000 sec): 3 clusters
  Score: Raw -330710.518530 + Penalty 2725.283828 = -327985.234703
  nChanged 9
		SP:Iteration 29Q (90743.960000 sec): 3 clusters
  Score: Raw -330712.087397 + Penalty 2725.283828 = -327986.803569
  nChanged 10
		SP:Iteration 30Q (90744.130000 sec): 3 clusters
  Score: Raw -330714.530788 + Penalty 2725.283828 = -327989.246960
  nChanged 12
		SP:Iteration 31Q (90744.310000 sec): 3 clusters
  Score: Raw -330717.497026 + Penalty 2725.283828 = -327992.213199
  nChanged 13
		SP:Iteration 32Q (90744.490000 sec): 3 clusters
  Score: Raw -330721.386065 + Penalty 2725.283828 = -327996.102237
  nChanged 13
		SP:Iteration 33Q (90744.660000 sec): 3 clusters
  Score: Raw -330723.886544 + Penalty 2725.283828 = -327998.602717
  nChanged 15
		SP:Iteration 34Q (90744.840000 sec): 3 clusters
  Score: Raw -330727.157710 + Penalty 2725.283828 = -328001.873882
  nChanged 12
		SP:Iteration 35Q (90745.020000 sec): 3 clusters
  Score: Raw -330729.180061 + Penalty 2725.283828 = -328003.896234
  nChanged 11
		SP:Iteration 36Q (90745.190000 sec): 3 clusters
  Score: Raw -330731.622436 + Penalty 2725.283828 = -328006.338609
  nChanged 13
		SP:Iteration 37Q (90745.360000 sec): 3 clusters
  Score: Raw -330735.377770 + Penalty 2725.283828 = -328010.093942
  nChanged 12
		SP:Iteration 38Q (90745.540000 sec): 3 clusters
  Score: Raw -330738.999529 + Penalty 2725.283828 = -328013.715702
  nChanged 16
		SP:Iteration 39Q (90745.710000 sec): 3 clusters
  Score: Raw -330742.529870 + Penalty 2725.283828 = -328017.246042
  nChanged 17
		SP:Iteration 40F (90745.890000 sec): 3 clusters
  Score: Raw -330747.210826 + Penalty 2725.283828 = -328021.926999
  nChanged 17
		SP:Iteration 41Q (90746.070000 sec): 3 clusters
  Score: Raw -330751.265229 + Penalty 2725.283828 = -328025.981402
  nChanged 10
		SP:Iteration 42Q (90746.240000 sec): 3 clusters
  Score: Raw -330753.800018 + Penalty 2725.283828 = -328028.516191
  nChanged 16
		SP:Iteration 43Q (90746.420000 sec): 3 clusters
  Score: Raw -330757.865388 + Penalty 2725.283828 = -328032.581561
  nChanged 13
		SP:Iteration 44Q (90746.590000 sec): 3 clusters
  Score: Raw -330762.097308 + Penalty 2725.283828 = -328036.813481
  nChanged 14
		SP:Iteration 45Q (90746.770000 sec): 3 clusters
  Score: Raw -330765.587540 + Penalty 2725.283828 = -328040.303712
  nChanged 17
		SP:Iteration 46Q (90746.940000 sec): 3 clusters
  Score: Raw -330772.618657 + Penalty 2725.283828 = -328047.334829
  nChanged 23
		SP:Iteration 47Q (90747.120000 sec): 3 clusters
  Score: Raw -330782.313884 + Penalty 2725.283828 = -328057.030056
  nChanged 40
		SP:Iteration 48Q (90747.290000 sec): 3 clusters
  Score: Raw -330802.993850 + Penalty 2725.283828 = -328077.710022
  nChanged 44
		SP:Iteration 49Q (90747.470000 sec): 3 clusters
  Score: Raw -330827.022337 + Penalty 2725.283828 = -328101.738509
  nChanged 50
		SP:Iteration 50Q (90747.650000 sec): 3 clusters
  Score: Raw -330852.461699 + Penalty 2725.283828 = -328127.177872
  nChanged 53
		SP:Iteration 51Q (90747.820000 sec): 3 clusters
  Score: Raw -330875.692634 + Penalty 2725.283828 = -328150.408807
  nChanged 31
		SP:Iteration 52Q (90748.000000 sec): 3 clusters
  Score: Raw -330889.845833 + Penalty 2725.283828 = -328164.562005
  nChanged 30
		SP:Iteration 53Q (90748.170000 sec): 3 clusters
  Score: Raw -330906.659272 + Penalty 2725.283828 = -328181.375444
  nChanged 32
		SP:Iteration 54Q (90748.350000 sec): 3 clusters
  Score: Raw -330920.819247 + Penalty 2725.283828 = -328195.535419
  nChanged 28
		SP:Iteration 55Q (90748.530000 sec): 3 clusters
  Score: Raw -330931.225844 + Penalty 2725.283828 = -328205.942016
  nChanged 20
		SP:Iteration 56Q (90748.700000 sec): 3 clusters
  Score: Raw -330937.577553 + Penalty 2725.283828 = -328212.293726
  nChanged 20
		SP:Iteration 57Q (90748.880000 sec): 3 clusters
  Score: Raw -330943.779873 + Penalty 2725.283828 = -328218.496046
  nChanged 18
		SP:Iteration 58Q (90749.050000 sec): 3 clusters
  Score: Raw -330947.799800 + Penalty 2725.283828 = -328222.515972
  nChanged 10
		SP:Iteration 59Q (90749.230000 sec): 3 clusters
  Score: Raw -330949.613176 + Penalty 2725.283828 = -328224.329348
  nChanged 10
		SP:Iteration 60F (90749.320000 sec): 3 clusters
  Score: Raw -330953.535072 + Penalty 2725.283828 = -328228.251245
  nChanged 12
		SP:Iteration 61Q (90749.410000 sec): 3 clusters
  Score: Raw -330956.768426 + Penalty 2725.283828 = -328231.484598
  nChanged 13
		SP:Iteration 62Q (90749.590000 sec): 3 clusters
  Score: Raw -330960.657633 + Penalty 2725.283828 = -328235.373806
  nChanged 13
		SP:Iteration 63Q (90749.760000 sec): 3 clusters
  Score: Raw -330963.709759 + Penalty 2725.283828 = -328238.425931
  nChanged 8
		SP:Iteration 64Q (90749.870000 sec): 3 clusters
  Score: Raw -330966.888826 + Penalty 2725.283828 = -328241.604998
  nChanged 15
		SP:Iteration 65Q (90749.990000 sec): 3 clusters
  Score: Raw -330970.902853 + Penalty 2725.283828 = -328245.619026
  nChanged 12
		SP:Iteration 66Q (90750.070000 sec): 3 clusters
  Score: Raw -330974.546673 + Penalty 2725.283828 = -328249.262845
  nChanged 15
		SP:Iteration 67Q (90750.150000 sec): 3 clusters
  Score: Raw -330978.775090 + Penalty 2725.283828 = -328253.491262
  nChanged 8
		SP:Iteration 68Q (90750.230000 sec): 3 clusters
  Score: Raw -330981.780351 + Penalty 2725.283828 = -328256.496523
  nChanged 13
		SP:Iteration 69Q (90750.320000 sec): 3 clusters
  Score: Raw -330987.849766 + Penalty 2725.283828 = -328262.565939
  nChanged 9
		SP:Iteration 70Q (90750.400000 sec): 3 clusters
  Score: Raw -330991.072898 + Penalty 2725.283828 = -328265.789071
  nChanged 17
		SP:Iteration 71Q (90750.490000 sec): 3 clusters
  Score: Raw -330995.635920 + Penalty 2725.283828 = -328270.352093
  nChanged 10
		SP:Iteration 72Q (90750.570000 sec): 3 clusters
  Score: Raw -330998.738130 + Penalty 2725.283828 = -328273.454303
  nChanged 6
		SP:Iteration 73Q (90750.650000 sec): 3 clusters
  Score: Raw -331000.592880 + Penalty 2725.283828 = -328275.309052
  nChanged 7
		SP:Iteration 74Q (90750.740000 sec): 3 clusters
  Score: Raw -331002.318986 + Penalty 2725.283828 = -328277.035158
  nChanged 6
		SP:Iteration 75Q (90750.820000 sec): 3 clusters
  Score: Raw -331003.744969 + Penalty 2725.283828 = -328278.461141
  nChanged 6
		SP:Iteration 76Q (90750.910000 sec): 3 clusters
  Score: Raw -331004.805779 + Penalty 2725.283828 = -328279.521952
  nChanged 2
		SP:Iteration 77Q (90751.100000 sec): 3 clusters
  Score: Raw -331005.490920 + Penalty 2725.283828 = -328280.207092
  nChanged 1
		SP:Iteration 78Q (90751.330000 sec): 3 clusters
  Score: Raw -331005.842841 + Penalty 2725.283828 = -328280.559014
  nChanged 3
		SP:Iteration 79Q (90751.470000 sec): 3 clusters
  Score: Raw -331006.370966 + Penalty 2725.283828 = -328281.087138
  nChanged 2
		SP:Iteration 80F (90751.650000 sec): 3 clusters
  Score: Raw -331007.215004 + Penalty 2725.283828 = -328281.931176
  nChanged 4
		SP:Iteration 81Q (90751.830000 sec): 3 clusters
  Score: Raw -331009.194361 + Penalty 2725.283828 = -328283.910534
  nChanged 7
		SP:Iteration 82Q (90752.000000 sec): 3 clusters
  Score: Raw -331013.964751 + Penalty 2725.283828 = -328288.680923
  nChanged 14
		SP:Iteration 83Q (90752.180000 sec): 3 clusters
  Score: Raw -331019.986179 + Penalty 2725.283828 = -328294.702351
  nChanged 11
		SP:Iteration 84Q (90752.360000 sec): 3 clusters
  Score: Raw -331024.882817 + Penalty 2725.283828 = -328299.598989
  nChanged 6
		SP:Iteration 85Q (90752.530000 sec): 3 clusters
  Score: Raw -331027.744823 + Penalty 2725.283828 = -328302.460996
  nChanged 6
		SP:Iteration 86Q (90752.710000 sec): 3 clusters
  Score: Raw -331029.730431 + Penalty 2725.283828 = -328304.446603
  nChanged 6
		SP:Iteration 87Q (90752.880000 sec): 3 clusters
  Score: Raw -331031.911976 + Penalty 2725.283828 = -328306.628148
  nChanged 10
		SP:Iteration 88Q (90753.060000 sec): 3 clusters
  Score: Raw -331036.533106 + Penalty 2725.283828 = -328311.249279
  nChanged 14
		SP:Iteration 89Q (90753.240000 sec): 3 clusters
  Score: Raw -331042.077221 + Penalty 2725.283828 = -328316.793393
  nChanged 9
		SP:Iteration 90Q (90753.410000 sec): 3 clusters
  Score: Raw -331043.567226 + Penalty 2725.283828 = -328318.283398
  nChanged 4
		SP:Iteration 91Q (90753.590000 sec): 3 clusters
  Score: Raw -331044.325841 + Penalty 2725.283828 = -328319.042013
  nChanged 0
		SP:Iteration 92F (90753.760000 sec): 3 clusters
  Score: Raw -331044.325841 + Penalty 2725.283828 = -328319.042013
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 96 (3237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90753.830000 sec): 2 clusters
  Score: Raw -191834.863691 + Penalty 1313.390366 = -190521.473325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90754.010000 sec): 3 clusters
  Score: Raw -190296.080621 + Penalty 2626.780733 = -187669.299888
  nChanged 1276
		SP:Iteration 1F (90754.180000 sec): 3 clusters
  Score: Raw -191310.668392 + Penalty 2626.780733 = -188683.887659
  nChanged 350
		SP:Iteration 2F (90754.360000 sec): 3 clusters
  Score: Raw -191711.714390 + Penalty 2626.780733 = -189084.933658
  nChanged 244
		SP:Iteration 3F (90754.540000 sec): 3 clusters
  Score: Raw -192007.475577 + Penalty 2626.780733 = -189380.694845
  nChanged 229
		SP:Iteration 4F (90754.710000 sec): 3 clusters
  Score: Raw -192245.269398 + Penalty 2626.780733 = -189618.488666
  nChanged 145
		SP:Iteration 5Q (90754.890000 sec): 3 clusters
  Score: Raw -192347.510976 + Penalty 2626.780733 = -189720.730244
  nChanged 105
		SP:Iteration 6Q (90755.060000 sec): 3 clusters
  Score: Raw -192425.571824 + Penalty 2626.780733 = -189798.791091
  nChanged 79
		SP:Iteration 7Q (90755.240000 sec): 3 clusters
  Score: Raw -192487.872179 + Penalty 2626.780733 = -189861.091447
  nChanged 65
		SP:Iteration 8Q (90755.410000 sec): 3 clusters
  Score: Raw -192528.816738 + Penalty 2626.780733 = -189902.036005
  nChanged 51
		SP:Iteration 9Q (90755.600000 sec): 3 clusters
  Score: Raw -192560.180189 + Penalty 2626.780733 = -189933.399456
  nChanged 40
		SP:Iteration 10Q (90755.750000 sec): 3 clusters
  Score: Raw -192583.551318 + Penalty 2626.780733 = -189956.770585
  nChanged 29
		SP:Iteration 11Q (90755.930000 sec): 3 clusters
  Score: Raw -192597.951986 + Penalty 2626.780733 = -189971.171253
  nChanged 27
		SP:Iteration 12Q (90756.100000 sec): 3 clusters
  Score: Raw -192607.590058 + Penalty 2626.780733 = -189980.809326
  nChanged 26
		SP:Iteration 13Q (90756.280000 sec): 3 clusters
  Score: Raw -192623.323457 + Penalty 2626.780733 = -189996.542725
  nChanged 29
		SP:Iteration 14Q (90756.460000 sec): 3 clusters
  Score: Raw -192640.387240 + Penalty 2626.780733 = -190013.606507
  nChanged 22
		SP:Iteration 15Q (90756.630000 sec): 3 clusters
  Score: Raw -192650.314425 + Penalty 2626.780733 = -190023.533692
  nChanged 25
		SP:Iteration 16Q (90756.810000 sec): 3 clusters
  Score: Raw -192656.330246 + Penalty 2626.780733 = -190029.549513
  nChanged 9
		SP:Iteration 17Q (90756.980000 sec): 3 clusters
  Score: Raw -192660.229821 + Penalty 2626.780733 = -190033.449088
  nChanged 11
		SP:Iteration 18Q (90757.160000 sec): 3 clusters
  Score: Raw -192664.925896 + Penalty 2626.780733 = -190038.145163
  nChanged 13
		SP:Iteration 19Q (90757.340000 sec): 3 clusters
  Score: Raw -192673.306073 + Penalty 2626.780733 = -190046.525340
  nChanged 8
		SP:Iteration 20F (90757.510000 sec): 3 clusters
  Score: Raw -192678.112880 + Penalty 2626.780733 = -190051.332148
  nChanged 6
		SP:Iteration 21Q (90757.690000 sec): 3 clusters
  Score: Raw -192684.173278 + Penalty 2626.780733 = -190057.392545
  nChanged 7
		SP:Iteration 22Q (90757.860000 sec): 3 clusters
  Score: Raw -192686.718912 + Penalty 2626.780733 = -190059.938180
  nChanged 4
		SP:Iteration 23Q (90758.040000 sec): 3 clusters
  Score: Raw -192687.601879 + Penalty 2626.780733 = -190060.821147
  nChanged 3
		SP:Iteration 24Q (90758.220000 sec): 3 clusters
  Score: Raw -192688.949930 + Penalty 2626.780733 = -190062.169198
  nChanged 3
		SP:Iteration 25Q (90758.390000 sec): 3 clusters
  Score: Raw -192689.933809 + Penalty 2626.780733 = -190063.153076
  nChanged 1
		SP:Iteration 26Q (90758.570000 sec): 3 clusters
  Score: Raw -192690.371272 + Penalty 2626.780733 = -190063.590539
  nChanged 2
		SP:Iteration 27Q (90758.740000 sec): 3 clusters
  Score: Raw -192690.675868 + Penalty 2626.780733 = -190063.895136
  nChanged 1
		SP:Iteration 28Q (90758.920000 sec): 3 clusters
  Score: Raw -192690.802793 + Penalty 2626.780733 = -190064.022060
  nChanged 1
		SP:Iteration 29Q (90759.100000 sec): 3 clusters
  Score: Raw -192690.961283 + Penalty 2626.780733 = -190064.180550
  nChanged 2
		SP:Iteration 30Q (90759.270000 sec): 3 clusters
  Score: Raw -192691.126549 + Penalty 2626.780733 = -190064.345816
  nChanged 1
		SP:Iteration 31Q (90759.450000 sec): 3 clusters
  Score: Raw -192691.227313 + Penalty 2626.780733 = -190064.446581
  nChanged 0
		SP:Iteration 32F (90759.620000 sec): 3 clusters
  Score: Raw -192691.227313 + Penalty 2626.780733 = -190064.446581
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 97 (3181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90759.690000 sec): 2 clusters
  Score: Raw -280828.797515 + Penalty 1310.554520 = -279518.242995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90759.870000 sec): 3 clusters
  Score: Raw -279319.393920 + Penalty 2621.109040 = -276698.284880
  nChanged 1247
		SP:Iteration 1F (90760.040000 sec): 3 clusters
  Score: Raw -280161.632971 + Penalty 2621.109040 = -277540.523931
  nChanged 266
		SP:Iteration 2F (90760.220000 sec): 3 clusters
  Score: Raw -280403.426925 + Penalty 2621.109040 = -277782.317885
  nChanged 199
		SP:Iteration 3F (90760.400000 sec): 3 clusters
  Score: Raw -280548.077208 + Penalty 2621.109040 = -277926.968168
  nChanged 147
		SP:Iteration 4Q (90760.570000 sec): 3 clusters
  Score: Raw -280657.879295 + Penalty 2621.109040 = -278036.770255
  nChanged 128
		SP:Iteration 5Q (90760.750000 sec): 3 clusters
  Score: Raw -280763.393960 + Penalty 2621.109040 = -278142.284921
  nChanged 131
		SP:Iteration 6Q (90760.920000 sec): 3 clusters
  Score: Raw -280896.932012 + Penalty 2621.109040 = -278275.822973
  nChanged 140
		SP:Iteration 7Q (90761.100000 sec): 3 clusters
  Score: Raw -281017.412836 + Penalty 2621.109040 = -278396.303796
  nChanged 117
		SP:Iteration 8Q (90761.280000 sec): 3 clusters
  Score: Raw -281106.480343 + Penalty 2621.109040 = -278485.371303
  nChanged 115
		SP:Iteration 9Q (90761.450000 sec): 3 clusters
  Score: Raw -281217.818986 + Penalty 2621.109040 = -278596.709947
  nChanged 110
		SP:Iteration 10Q (90761.630000 sec): 3 clusters
  Score: Raw -281313.279757 + Penalty 2621.109040 = -278692.170717
  nChanged 93
		SP:Iteration 11Q (90761.800000 sec): 3 clusters
  Score: Raw -281389.162707 + Penalty 2621.109040 = -278768.053667
  nChanged 82
		SP:Iteration 12Q (90761.900000 sec): 3 clusters
  Score: Raw -281455.061569 + Penalty 2621.109040 = -278833.952529
  nChanged 71
		SP:Iteration 13Q (90761.970000 sec): 3 clusters
  Score: Raw -281504.345184 + Penalty 2621.109040 = -278883.236144
  nChanged 62
		SP:Iteration 14Q (90762.030000 sec): 3 clusters
  Score: Raw -281539.255111 + Penalty 2621.109040 = -278918.146071
  nChanged 43
		SP:Iteration 15Q (90762.090000 sec): 3 clusters
  Score: Raw -281560.522418 + Penalty 2621.109040 = -278939.413378
  nChanged 32
		SP:Iteration 16Q (90762.150000 sec): 3 clusters
  Score: Raw -281575.694323 + Penalty 2621.109040 = -278954.585283
  nChanged 26
		SP:Iteration 17Q (90762.210000 sec): 3 clusters
  Score: Raw -281587.020983 + Penalty 2621.109040 = -278965.911943
  nChanged 16
		SP:Iteration 18Q (90762.270000 sec): 3 clusters
  Score: Raw -281595.015180 + Penalty 2621.109040 = -278973.906141
  nChanged 14
		SP:Iteration 19Q (90762.330000 sec): 3 clusters
  Score: Raw -281599.139546 + Penalty 2621.109040 = -278978.030506
  nChanged 7
		SP:Iteration 20F (90762.400000 sec): 3 clusters
  Score: Raw -281601.146486 + Penalty 2621.109040 = -278980.037446
  nChanged 5
		SP:Iteration 21Q (90762.460000 sec): 3 clusters
  Score: Raw -281602.111472 + Penalty 2621.109040 = -278981.002432
  nChanged 3
		SP:Iteration 22Q (90762.520000 sec): 3 clusters
  Score: Raw -281603.303484 + Penalty 2621.109040 = -278982.194444
  nChanged 3
		SP:Iteration 23Q (90762.580000 sec): 3 clusters
  Score: Raw -281603.856248 + Penalty 2621.109040 = -278982.747209
  nChanged 2
		SP:Iteration 24Q (90762.640000 sec): 3 clusters
  Score: Raw -281604.287683 + Penalty 2621.109040 = -278983.178643
  nChanged 3
		SP:Iteration 25Q (90762.710000 sec): 3 clusters
  Score: Raw -281605.238217 + Penalty 2621.109040 = -278984.129177
  nChanged 2
		SP:Iteration 26Q (90762.770000 sec): 3 clusters
  Score: Raw -281605.452331 + Penalty 2621.109040 = -278984.343292
  nChanged 1
		SP:Iteration 27Q (90762.830000 sec): 3 clusters
  Score: Raw -281605.622745 + Penalty 2621.109040 = -278984.513705
  nChanged 0
		SP:Iteration 28F (90762.890000 sec): 3 clusters
  Score: Raw -281605.622745 + Penalty 2621.109040 = -278984.513705
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 98 (1905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90762.950000 sec): 2 clusters
  Score: Raw -167314.469326 + Penalty 1227.238559 = -166087.230766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90763.000000 sec): 3 clusters
  Score: Raw -166524.665511 + Penalty 2454.477118 = -164070.188393
  nChanged 668
		SP:Iteration 1F (90763.040000 sec): 3 clusters
  Score: Raw -167009.506737 + Penalty 2454.477118 = -164555.029618
  nChanged 176
		SP:Iteration 2F (90763.080000 sec): 3 clusters
  Score: Raw -167155.696386 + Penalty 2454.477118 = -164701.219267
  nChanged 96
		SP:Iteration 3F (90763.120000 sec): 3 clusters
  Score: Raw -167229.547814 + Penalty 2454.477118 = -164775.070695
  nChanged 53
		SP:Iteration 4Q (90763.160000 sec): 3 clusters
  Score: Raw -167265.748043 + Penalty 2454.477118 = -164811.270925
  nChanged 46
		SP:Iteration 5Q (90763.210000 sec): 3 clusters
  Score: Raw -167294.002711 + Penalty 2454.477118 = -164839.525592
  nChanged 34
		SP:Iteration 6Q (90763.250000 sec): 3 clusters
  Score: Raw -167315.666695 + Penalty 2454.477118 = -164861.189576
  nChanged 28
		SP:Iteration 7Q (90763.290000 sec): 3 clusters
  Score: Raw -167327.255783 + Penalty 2454.477118 = -164872.778664
  nChanged 13
		SP:Iteration 8Q (90763.340000 sec): 3 clusters
  Score: Raw -167333.254927 + Penalty 2454.477118 = -164878.777808
  nChanged 12
		SP:Iteration 9Q (90763.380000 sec): 3 clusters
  Score: Raw -167338.958385 + Penalty 2454.477118 = -164884.481266
  nChanged 6
		SP:Iteration 10Q (90763.420000 sec): 3 clusters
  Score: Raw -167342.842906 + Penalty 2454.477118 = -164888.365787
  nChanged 10
		SP:Iteration 11Q (90763.460000 sec): 3 clusters
  Score: Raw -167347.708389 + Penalty 2454.477118 = -164893.231271
  nChanged 7
		SP:Iteration 12Q (90763.500000 sec): 3 clusters
  Score: Raw -167353.071527 + Penalty 2454.477118 = -164898.594409
  nChanged 7
		SP:Iteration 13Q (90763.550000 sec): 3 clusters
  Score: Raw -167355.663972 + Penalty 2454.477118 = -164901.186853
  nChanged 9
		SP:Iteration 14Q (90763.590000 sec): 3 clusters
  Score: Raw -167358.773484 + Penalty 2454.477118 = -164904.296366
  nChanged 5
		SP:Iteration 15Q (90763.630000 sec): 3 clusters
  Score: Raw -167360.139746 + Penalty 2454.477118 = -164905.662628
  nChanged 7
		SP:Iteration 16Q (90763.680000 sec): 3 clusters
  Score: Raw -167364.478999 + Penalty 2454.477118 = -164910.001880
  nChanged 8
		SP:Iteration 17Q (90763.720000 sec): 3 clusters
  Score: Raw -167369.344431 + Penalty 2454.477118 = -164914.867312
  nChanged 9
		SP:Iteration 18Q (90763.760000 sec): 3 clusters
  Score: Raw -167375.604680 + Penalty 2454.477118 = -164921.127562
  nChanged 13
		SP:Iteration 19Q (90763.800000 sec): 3 clusters
  Score: Raw -167384.721728 + Penalty 2454.477118 = -164930.244609
  nChanged 13
		SP:Iteration 20F (90763.840000 sec): 3 clusters
  Score: Raw -167391.254941 + Penalty 2454.477118 = -164936.777822
  nChanged 11
		SP:Iteration 21Q (90763.890000 sec): 3 clusters
  Score: Raw -167393.883714 + Penalty 2454.477118 = -164939.406596
  nChanged 8
		SP:Iteration 22Q (90763.930000 sec): 3 clusters
  Score: Raw -167397.543112 + Penalty 2454.477118 = -164943.065994
  nChanged 9
		SP:Iteration 23Q (90763.970000 sec): 3 clusters
  Score: Raw -167403.692887 + Penalty 2454.477118 = -164949.215768
  nChanged 8
		SP:Iteration 24Q (90764.010000 sec): 3 clusters
  Score: Raw -167406.685258 + Penalty 2454.477118 = -164952.208140
  nChanged 8
		SP:Iteration 25Q (90764.060000 sec): 3 clusters
  Score: Raw -167409.496905 + Penalty 2454.477118 = -164955.019787
  nChanged 6
		SP:Iteration 26Q (90764.220000 sec): 3 clusters
  Score: Raw -167413.180632 + Penalty 2454.477118 = -164958.703514
  nChanged 4
		SP:Iteration 27Q (90764.390000 sec): 3 clusters
  Score: Raw -167414.674410 + Penalty 2454.477118 = -164960.197291
  nChanged 3
		SP:Iteration 28Q (90764.570000 sec): 3 clusters
  Score: Raw -167415.968556 + Penalty 2454.477118 = -164961.491437
  nChanged 3
		SP:Iteration 29Q (90764.740000 sec): 3 clusters
  Score: Raw -167417.541688 + Penalty 2454.477118 = -164963.064569
  nChanged 2
		SP:Iteration 30Q (90764.920000 sec): 3 clusters
  Score: Raw -167418.286248 + Penalty 2454.477118 = -164963.809129
  nChanged 1
		SP:Iteration 31Q (90765.100000 sec): 3 clusters
  Score: Raw -167418.648167 + Penalty 2454.477118 = -164964.171049
  nChanged 0
		SP:Iteration 32F (90765.270000 sec): 3 clusters
  Score: Raw -167418.648167 + Penalty 2454.477118 = -164964.171049
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 99 (6393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90765.360000 sec): 2 clusters
  Score: Raw -556966.221679 + Penalty 1423.980825 = -555542.240854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90765.490000 sec): 3 clusters
  Score: Raw -553564.095675 + Penalty 2847.961649 = -550716.134026
  nChanged 2602
		SP:Iteration 1F (90765.690000 sec): 3 clusters
  Score: Raw -555017.815946 + Penalty 2847.961649 = -552169.854297
  nChanged 481
		SP:Iteration 2F (90765.910000 sec): 3 clusters
  Score: Raw -555328.732866 + Penalty 2847.961649 = -552480.771217
  nChanged 418
		SP:Iteration 3F (90766.110000 sec): 3 clusters
  Score: Raw -555604.944814 + Penalty 2847.961649 = -552756.983165
  nChanged 414
		SP:Iteration 4F (90766.320000 sec): 3 clusters
  Score: Raw -555904.930616 + Penalty 2847.961649 = -553056.968967
  nChanged 372
		SP:Iteration 5F (90766.530000 sec): 3 clusters
  Score: Raw -556174.339923 + Penalty 2847.961649 = -553326.378274
  nChanged 312
		SP:Iteration 6Q (90766.730000 sec): 3 clusters
  Score: Raw -556401.837524 + Penalty 2847.961649 = -553553.875875
  nChanged 294
		SP:Iteration 7Q (90766.940000 sec): 3 clusters
  Score: Raw -556610.673278 + Penalty 2847.961649 = -553762.711629
  nChanged 240
		SP:Iteration 8Q (90767.150000 sec): 3 clusters
  Score: Raw -556763.496339 + Penalty 2847.961649 = -553915.534689
  nChanged 186
		SP:Iteration 9Q (90767.360000 sec): 3 clusters
  Score: Raw -556869.220168 + Penalty 2847.961649 = -554021.258518
  nChanged 159
		SP:Iteration 10Q (90767.570000 sec): 3 clusters
  Score: Raw -556956.389127 + Penalty 2847.961649 = -554108.427478
  nChanged 140
		SP:Iteration 11Q (90767.770000 sec): 3 clusters
  Score: Raw -557031.572977 + Penalty 2847.961649 = -554183.611328
  nChanged 117
		SP:Iteration 12Q (90767.980000 sec): 3 clusters
  Score: Raw -557098.849350 + Penalty 2847.961649 = -554250.887701
  nChanged 114
		SP:Iteration 13Q (90768.190000 sec): 3 clusters
  Score: Raw -557169.906171 + Penalty 2847.961649 = -554321.944521
  nChanged 106
		SP:Iteration 14Q (90768.390000 sec): 3 clusters
  Score: Raw -557230.457993 + Penalty 2847.961649 = -554382.496344
  nChanged 111
		SP:Iteration 15Q (90768.600000 sec): 3 clusters
  Score: Raw -557293.168315 + Penalty 2847.961649 = -554445.206666
  nChanged 111
		SP:Iteration 16Q (90768.810000 sec): 3 clusters
  Score: Raw -557350.984398 + Penalty 2847.961649 = -554503.022748
  nChanged 104
		SP:Iteration 17Q (90769.010000 sec): 3 clusters
  Score: Raw -557403.786025 + Penalty 2847.961649 = -554555.824376
  nChanged 115
		SP:Iteration 18Q (90769.220000 sec): 3 clusters
  Score: Raw -557463.480493 + Penalty 2847.961649 = -554615.518844
  nChanged 93
		SP:Iteration 19Q (90769.430000 sec): 3 clusters
  Score: Raw -557500.168225 + Penalty 2847.961649 = -554652.206575
  nChanged 87
		SP:Iteration 20F (90769.630000 sec): 3 clusters
  Score: Raw -557531.829820 + Penalty 2847.961649 = -554683.868171
  nChanged 66
		SP:Iteration 21Q (90769.800000 sec): 3 clusters
  Score: Raw -557549.767212 + Penalty 2847.961649 = -554701.805563
  nChanged 54
		SP:Iteration 22Q (90769.960000 sec): 3 clusters
  Score: Raw -557565.219958 + Penalty 2847.961649 = -554717.258309
  nChanged 40
		SP:Iteration 23Q (90770.170000 sec): 3 clusters
  Score: Raw -557577.184718 + Penalty 2847.961649 = -554729.223068
  nChanged 40
		SP:Iteration 24Q (90770.370000 sec): 3 clusters
  Score: Raw -557592.744299 + Penalty 2847.961649 = -554744.782649
  nChanged 46
		SP:Iteration 25Q (90770.580000 sec): 3 clusters
  Score: Raw -557607.215920 + Penalty 2847.961649 = -554759.254270
  nChanged 35
		SP:Iteration 26Q (90770.790000 sec): 3 clusters
  Score: Raw -557617.627755 + Penalty 2847.961649 = -554769.666106
  nChanged 37
		SP:Iteration 27Q (90770.990000 sec): 3 clusters
  Score: Raw -557629.088388 + Penalty 2847.961649 = -554781.126739
  nChanged 28
		SP:Iteration 28Q (90771.200000 sec): 3 clusters
  Score: Raw -557637.151760 + Penalty 2847.961649 = -554789.190111
  nChanged 23
		SP:Iteration 29Q (90771.410000 sec): 3 clusters
  Score: Raw -557642.904099 + Penalty 2847.961649 = -554794.942450
  nChanged 14
		SP:Iteration 30Q (90771.570000 sec): 3 clusters
  Score: Raw -557646.581430 + Penalty 2847.961649 = -554798.619781
  nChanged 11
		SP:Iteration 31Q (90771.730000 sec): 3 clusters
  Score: Raw -557650.071717 + Penalty 2847.961649 = -554802.110068
  nChanged 14
		SP:Iteration 32Q (90771.900000 sec): 3 clusters
  Score: Raw -557654.360299 + Penalty 2847.961649 = -554806.398650
  nChanged 13
		SP:Iteration 33Q (90772.100000 sec): 3 clusters
  Score: Raw -557656.841461 + Penalty 2847.961649 = -554808.879812
  nChanged 11
		SP:Iteration 34Q (90772.310000 sec): 3 clusters
  Score: Raw -557658.791579 + Penalty 2847.961649 = -554810.829930
  nChanged 9
		SP:Iteration 35Q (90772.470000 sec): 3 clusters
  Score: Raw -557660.798024 + Penalty 2847.961649 = -554812.836375
  nChanged 6
		SP:Iteration 36Q (90772.680000 sec): 3 clusters
  Score: Raw -557662.645239 + Penalty 2847.961649 = -554814.683590
  nChanged 5
		SP:Iteration 37Q (90772.840000 sec): 3 clusters
  Score: Raw -557663.394604 + Penalty 2847.961649 = -554815.432955
  nChanged 2
		SP:Iteration 38Q (90773.010000 sec): 3 clusters
  Score: Raw -557663.703367 + Penalty 2847.961649 = -554815.741718
  nChanged 3
		SP:Iteration 39Q (90773.170000 sec): 3 clusters
  Score: Raw -557663.965305 + Penalty 2847.961649 = -554816.003656
  nChanged 3
		SP:Iteration 40F (90773.380000 sec): 3 clusters
  Score: Raw -557664.291096 + Penalty 2847.961649 = -554816.329446
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 100 (6230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90773.490000 sec): 2 clusters
  Score: Raw -526487.526414 + Penalty 1419.783887 = -525067.742527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90773.710000 sec): 3 clusters
  Score: Raw -523132.720842 + Penalty 2839.567774 = -520293.153068
  nChanged 2630
		SP:Iteration 1F (90773.880000 sec): 3 clusters
  Score: Raw -524817.793863 + Penalty 2839.567774 = -521978.226089
  nChanged 554
		SP:Iteration 2F (90774.050000 sec): 3 clusters
  Score: Raw -525197.192441 + Penalty 2839.567774 = -522357.624667
  nChanged 435
		SP:Iteration 3F (90774.210000 sec): 3 clusters
  Score: Raw -525507.200749 + Penalty 2839.567774 = -522667.632975
  nChanged 402
		SP:Iteration 4F (90774.380000 sec): 3 clusters
  Score: Raw -525791.086095 + Penalty 2839.567774 = -522951.518321
  nChanged 349
		SP:Iteration 5F (90774.550000 sec): 3 clusters
  Score: Raw -526023.096028 + Penalty 2839.567774 = -523183.528254
  nChanged 277
		SP:Iteration 6Q (90774.710000 sec): 3 clusters
  Score: Raw -526173.080262 + Penalty 2839.567774 = -523333.512488
  nChanged 228
		SP:Iteration 7Q (90774.880000 sec): 3 clusters
  Score: Raw -526308.253179 + Penalty 2839.567774 = -523468.685405
  nChanged 206
		SP:Iteration 8Q (90775.040000 sec): 3 clusters
  Score: Raw -526424.552311 + Penalty 2839.567774 = -523584.984538
  nChanged 168
		SP:Iteration 9Q (90775.210000 sec): 3 clusters
  Score: Raw -526512.129481 + Penalty 2839.567774 = -523672.561707
  nChanged 140
		SP:Iteration 10Q (90775.370000 sec): 3 clusters
  Score: Raw -526575.300258 + Penalty 2839.567774 = -523735.732484
  nChanged 125
		SP:Iteration 11Q (90775.540000 sec): 3 clusters
  Score: Raw -526636.381707 + Penalty 2839.567774 = -523796.813933
  nChanged 112
		SP:Iteration 12Q (90775.700000 sec): 3 clusters
  Score: Raw -526685.086673 + Penalty 2839.567774 = -523845.518900
  nChanged 96
		SP:Iteration 13Q (90775.870000 sec): 3 clusters
  Score: Raw -526731.790781 + Penalty 2839.567774 = -523892.223007
  nChanged 83
		SP:Iteration 14Q (90776.030000 sec): 3 clusters
  Score: Raw -526770.010156 + Penalty 2839.567774 = -523930.442382
  nChanged 84
		SP:Iteration 15Q (90776.240000 sec): 3 clusters
  Score: Raw -526804.541791 + Penalty 2839.567774 = -523964.974017
  nChanged 71
		SP:Iteration 16Q (90776.410000 sec): 3 clusters
  Score: Raw -526831.250551 + Penalty 2839.567774 = -523991.682777
  nChanged 64
		SP:Iteration 17Q (90776.570000 sec): 3 clusters
  Score: Raw -526853.027576 + Penalty 2839.567774 = -524013.459802
  nChanged 55
		SP:Iteration 18Q (90776.770000 sec): 3 clusters
  Score: Raw -526865.830558 + Penalty 2839.567774 = -524026.262784
  nChanged 50
		SP:Iteration 19Q (90776.950000 sec): 3 clusters
  Score: Raw -526879.019225 + Penalty 2839.567774 = -524039.451451
  nChanged 45
		SP:Iteration 20F (90777.110000 sec): 3 clusters
  Score: Raw -526891.644941 + Penalty 2839.567774 = -524052.077167
  nChanged 48
		SP:Iteration 21Q (90777.280000 sec): 3 clusters
  Score: Raw -526903.751477 + Penalty 2839.567774 = -524064.183703
  nChanged 34
		SP:Iteration 22Q (90777.450000 sec): 3 clusters
  Score: Raw -526912.705434 + Penalty 2839.567774 = -524073.137660
  nChanged 34
		SP:Iteration 23Q (90777.610000 sec): 3 clusters
  Score: Raw -526921.764319 + Penalty 2839.567774 = -524082.196545
  nChanged 35
		SP:Iteration 24Q (90777.780000 sec): 3 clusters
  Score: Raw -526931.709803 + Penalty 2839.567774 = -524092.142029
  nChanged 37
		SP:Iteration 25Q (90777.940000 sec): 3 clusters
  Score: Raw -526941.131569 + Penalty 2839.567774 = -524101.563795
  nChanged 31
		SP:Iteration 26Q (90778.110000 sec): 3 clusters
  Score: Raw -526947.964701 + Penalty 2839.567774 = -524108.396927
  nChanged 24
		SP:Iteration 27Q (90778.320000 sec): 3 clusters
  Score: Raw -526952.708137 + Penalty 2839.567774 = -524113.140363
  nChanged 19
		SP:Iteration 28Q (90778.480000 sec): 3 clusters
  Score: Raw -526956.886233 + Penalty 2839.567774 = -524117.318459
  nChanged 16
		SP:Iteration 29Q (90778.650000 sec): 3 clusters
  Score: Raw -526959.905452 + Penalty 2839.567774 = -524120.337678
  nChanged 19
		SP:Iteration 30Q (90778.810000 sec): 3 clusters
  Score: Raw -526963.561451 + Penalty 2839.567774 = -524123.993677
  nChanged 21
		SP:Iteration 31Q (90778.980000 sec): 3 clusters
  Score: Raw -526966.758275 + Penalty 2839.567774 = -524127.190501
  nChanged 12
		SP:Iteration 32Q (90779.150000 sec): 3 clusters
  Score: Raw -526969.139039 + Penalty 2839.567774 = -524129.571265
  nChanged 11
		SP:Iteration 33Q (90779.310000 sec): 3 clusters
  Score: Raw -526970.739158 + Penalty 2839.567774 = -524131.171384
  nChanged 11
		SP:Iteration 34Q (90779.470000 sec): 3 clusters
  Score: Raw -526973.164473 + Penalty 2839.567774 = -524133.596699
  nChanged 16
		SP:Iteration 35Q (90779.670000 sec): 3 clusters
  Score: Raw -526976.383633 + Penalty 2839.567774 = -524136.815859
  nChanged 21
		SP:Iteration 36Q (90779.870000 sec): 3 clusters
  Score: Raw -526981.234910 + Penalty 2839.567774 = -524141.667137
  nChanged 18
		SP:Iteration 37Q (90780.030000 sec): 3 clusters
  Score: Raw -526984.916275 + Penalty 2839.567774 = -524145.348501
  nChanged 19
		SP:Iteration 38Q (90780.200000 sec): 3 clusters
  Score: Raw -526988.225223 + Penalty 2839.567774 = -524148.657449
  nChanged 15
		SP:Iteration 39Q (90780.370000 sec): 3 clusters
  Score: Raw -526991.319788 + Penalty 2839.567774 = -524151.752014
  nChanged 14
		SP:Iteration 40F (90780.530000 sec): 3 clusters
  Score: Raw -526994.129124 + Penalty 2839.567774 = -524154.561350
  nChanged 17
		SP:Iteration 41Q (90780.700000 sec): 3 clusters
  Score: Raw -526997.218155 + Penalty 2839.567774 = -524157.650381
  nChanged 18
		SP:Iteration 42Q (90780.910000 sec): 3 clusters
  Score: Raw -527000.692600 + Penalty 2839.567774 = -524161.124826
  nChanged 16
		SP:Iteration 43Q (90781.070000 sec): 3 clusters
  Score: Raw -527004.172809 + Penalty 2839.567774 = -524164.605035
  nChanged 16
		SP:Iteration 44Q (90781.240000 sec): 3 clusters
  Score: Raw -527007.673564 + Penalty 2839.567774 = -524168.105790
  nChanged 12
		SP:Iteration 45Q (90781.400000 sec): 3 clusters
  Score: Raw -527010.166305 + Penalty 2839.567774 = -524170.598531
  nChanged 6
		SP:Iteration 46Q (90781.570000 sec): 3 clusters
  Score: Raw -527011.005098 + Penalty 2839.567774 = -524171.437324
  nChanged 7
		SP:Iteration 47Q (90781.670000 sec): 3 clusters
  Score: Raw -527012.287388 + Penalty 2839.567774 = -524172.719614
  nChanged 6
		SP:Iteration 48Q (90781.850000 sec): 3 clusters
  Score: Raw -527013.253647 + Penalty 2839.567774 = -524173.685873
  nChanged 5
		SP:Iteration 49Q (90782.070000 sec): 3 clusters
  Score: Raw -527014.234594 + Penalty 2839.567774 = -524174.666821
  nChanged 5
		SP:Iteration 50Q (90782.240000 sec): 3 clusters
  Score: Raw -527015.236564 + Penalty 2839.567774 = -524175.668791
  nChanged 10
		SP:Iteration 51Q (90782.380000 sec): 3 clusters
  Score: Raw -527016.613407 + Penalty 2839.567774 = -524177.045633
  nChanged 11
		SP:Iteration 52Q (90782.540000 sec): 3 clusters
  Score: Raw -527018.237860 + Penalty 2839.567774 = -524178.670086
  nChanged 7
		SP:Iteration 53Q (90782.710000 sec): 3 clusters
  Score: Raw -527019.117212 + Penalty 2839.567774 = -524179.549438
  nChanged 3
		SP:Iteration 54Q (90782.870000 sec): 3 clusters
  Score: Raw -527019.681998 + Penalty 2839.567774 = -524180.114224
  nChanged 2
		SP:Iteration 55Q (90783.030000 sec): 3 clusters
  Score: Raw -527019.865217 + Penalty 2839.567774 = -524180.297444
  nChanged 1
		SP:Iteration 56Q (90783.230000 sec): 3 clusters
  Score: Raw -527019.903798 + Penalty 2839.567774 = -524180.336024
  nChanged 0
		SP:Iteration 57F (90783.410000 sec): 3 clusters
  Score: Raw -527019.903798 + Penalty 2839.567774 = -524180.336024
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 101 (3093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90783.470000 sec): 2 clusters
  Score: Raw -233799.158654 + Penalty 1305.995726 = -232493.162928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90783.650000 sec): 3 clusters
  Score: Raw -232339.918466 + Penalty 2611.991451 = -229727.927015
  nChanged 1161
		SP:Iteration 1F (90783.820000 sec): 3 clusters
  Score: Raw -233085.768563 + Penalty 2611.991451 = -230473.777112
  nChanged 277
		SP:Iteration 2F (90784.000000 sec): 3 clusters
  Score: Raw -233329.891491 + Penalty 2611.991451 = -230717.900040
  nChanged 235
		SP:Iteration 3F (90784.170000 sec): 3 clusters
  Score: Raw -233547.607150 + Penalty 2611.991451 = -230935.615699
  nChanged 185
		SP:Iteration 4F (90784.350000 sec): 3 clusters
  Score: Raw -233708.558108 + Penalty 2611.991451 = -231096.566657
  nChanged 149
		SP:Iteration 5Q (90784.530000 sec): 3 clusters
  Score: Raw -233832.740344 + Penalty 2611.991451 = -231220.748893
  nChanged 121
		SP:Iteration 6Q (90784.700000 sec): 3 clusters
  Score: Raw -233945.394844 + Penalty 2611.991451 = -231333.403393
  nChanged 113
		SP:Iteration 7Q (90784.880000 sec): 3 clusters
  Score: Raw -234025.198878 + Penalty 2611.991451 = -231413.207427
  nChanged 92
		SP:Iteration 8Q (90785.060000 sec): 3 clusters
  Score: Raw -234079.057184 + Penalty 2611.991451 = -231467.065733
  nChanged 64
		SP:Iteration 9Q (90785.230000 sec): 3 clusters
  Score: Raw -234112.126808 + Penalty 2611.991451 = -231500.135357
  nChanged 45
		SP:Iteration 10Q (90785.410000 sec): 3 clusters
  Score: Raw -234131.735546 + Penalty 2611.991451 = -231519.744095
  nChanged 41
		SP:Iteration 11Q (90785.580000 sec): 3 clusters
  Score: Raw -234148.430473 + Penalty 2611.991451 = -231536.439022
  nChanged 36
		SP:Iteration 12Q (90785.760000 sec): 3 clusters
  Score: Raw -234164.117820 + Penalty 2611.991451 = -231552.126369
  nChanged 36
		SP:Iteration 13Q (90785.940000 sec): 3 clusters
  Score: Raw -234180.859663 + Penalty 2611.991451 = -231568.868212
  nChanged 33
		SP:Iteration 14Q (90786.080000 sec): 3 clusters
  Score: Raw -234195.721135 + Penalty 2611.991451 = -231583.729684
  nChanged 28
		SP:Iteration 15Q (90786.160000 sec): 3 clusters
  Score: Raw -234209.855869 + Penalty 2611.991451 = -231597.864418
  nChanged 32
		SP:Iteration 16Q (90786.240000 sec): 3 clusters
  Score: Raw -234224.064612 + Penalty 2611.991451 = -231612.073161
  nChanged 30
		SP:Iteration 17Q (90786.300000 sec): 3 clusters
  Score: Raw -234234.588629 + Penalty 2611.991451 = -231622.597177
  nChanged 33
		SP:Iteration 18Q (90786.360000 sec): 3 clusters
  Score: Raw -234246.010564 + Penalty 2611.991451 = -231634.019113
  nChanged 20
		SP:Iteration 19Q (90786.420000 sec): 3 clusters
  Score: Raw -234252.648061 + Penalty 2611.991451 = -231640.656610
  nChanged 16
		SP:Iteration 20F (90786.480000 sec): 3 clusters
  Score: Raw -234259.984345 + Penalty 2611.991451 = -231647.992893
  nChanged 16
		SP:Iteration 21Q (90786.540000 sec): 3 clusters
  Score: Raw -234267.188337 + Penalty 2611.991451 = -231655.196886
  nChanged 14
		SP:Iteration 22Q (90786.610000 sec): 3 clusters
  Score: Raw -234272.141473 + Penalty 2611.991451 = -231660.150022
  nChanged 17
		SP:Iteration 23Q (90786.670000 sec): 3 clusters
  Score: Raw -234278.181641 + Penalty 2611.991451 = -231666.190189
  nChanged 18
		SP:Iteration 24Q (90786.730000 sec): 3 clusters
  Score: Raw -234286.596169 + Penalty 2611.991451 = -231674.604718
  nChanged 22
		SP:Iteration 25Q (90786.790000 sec): 3 clusters
  Score: Raw -234296.682059 + Penalty 2611.991451 = -231684.690608
  nChanged 23
		SP:Iteration 26Q (90786.850000 sec): 3 clusters
  Score: Raw -234309.299966 + Penalty 2611.991451 = -231697.308515
  nChanged 30
		SP:Iteration 27Q (90786.910000 sec): 3 clusters
  Score: Raw -234326.177393 + Penalty 2611.991451 = -231714.185942
  nChanged 28
		SP:Iteration 28Q (90786.970000 sec): 3 clusters
  Score: Raw -234338.955362 + Penalty 2611.991451 = -231726.963911
  nChanged 17
		SP:Iteration 29Q (90787.030000 sec): 3 clusters
  Score: Raw -234346.036407 + Penalty 2611.991451 = -231734.044956
  nChanged 19
		SP:Iteration 30Q (90787.100000 sec): 3 clusters
  Score: Raw -234353.133123 + Penalty 2611.991451 = -231741.141671
  nChanged 15
		SP:Iteration 31Q (90787.160000 sec): 3 clusters
  Score: Raw -234358.537774 + Penalty 2611.991451 = -231746.546323
  nChanged 18
		SP:Iteration 32Q (90787.220000 sec): 3 clusters
  Score: Raw -234367.736139 + Penalty 2611.991451 = -231755.744688
  nChanged 21
		SP:Iteration 33Q (90787.280000 sec): 3 clusters
  Score: Raw -234382.139846 + Penalty 2611.991451 = -231770.148395
  nChanged 23
		SP:Iteration 34Q (90787.340000 sec): 3 clusters
  Score: Raw -234395.816539 + Penalty 2611.991451 = -231783.825088
  nChanged 23
		SP:Iteration 35Q (90787.400000 sec): 3 clusters
  Score: Raw -234409.510002 + Penalty 2611.991451 = -231797.518551
  nChanged 19
		SP:Iteration 36Q (90787.460000 sec): 3 clusters
  Score: Raw -234418.139424 + Penalty 2611.991451 = -231806.147973
  nChanged 13
		SP:Iteration 37Q (90787.520000 sec): 3 clusters
  Score: Raw -234424.504276 + Penalty 2611.991451 = -231812.512825
  nChanged 12
		SP:Iteration 38Q (90787.590000 sec): 3 clusters
  Score: Raw -234431.100455 + Penalty 2611.991451 = -231819.109004
  nChanged 20
		SP:Iteration 39Q (90787.650000 sec): 3 clusters
  Score: Raw -234439.416791 + Penalty 2611.991451 = -231827.425340
  nChanged 22
		SP:Iteration 40F (90787.710000 sec): 3 clusters
  Score: Raw -234450.363799 + Penalty 2611.991451 = -231838.372347
  nChanged 22
		SP:Iteration 41Q (90787.770000 sec): 3 clusters
  Score: Raw -234462.168926 + Penalty 2611.991451 = -231850.177475
  nChanged 17
		SP:Iteration 42Q (90787.830000 sec): 3 clusters
  Score: Raw -234471.308826 + Penalty 2611.991451 = -231859.317375
  nChanged 20
		SP:Iteration 43Q (90787.890000 sec): 3 clusters
  Score: Raw -234481.272038 + Penalty 2611.991451 = -231869.280587
  nChanged 29
		SP:Iteration 44Q (90787.950000 sec): 3 clusters
  Score: Raw -234499.163034 + Penalty 2611.991451 = -231887.171583
  nChanged 26
		SP:Iteration 45Q (90788.010000 sec): 3 clusters
  Score: Raw -234523.152596 + Penalty 2611.991451 = -231911.161145
  nChanged 28
		SP:Iteration 46Q (90788.070000 sec): 3 clusters
  Score: Raw -234550.099370 + Penalty 2611.991451 = -231938.107919
  nChanged 35
		SP:Iteration 47Q (90788.140000 sec): 3 clusters
  Score: Raw -234596.352540 + Penalty 2611.991451 = -231984.361089
  nChanged 30
		SP:Iteration 48Q (90788.200000 sec): 3 clusters
  Score: Raw -234637.341203 + Penalty 2611.991451 = -232025.349752
  nChanged 31
		SP:Iteration 49Q (90788.260000 sec): 3 clusters
  Score: Raw -234679.714258 + Penalty 2611.991451 = -232067.722807
  nChanged 36
		SP:Iteration 50Q (90788.320000 sec): 3 clusters
  Score: Raw -234712.292308 + Penalty 2611.991451 = -232100.300857
  nChanged 14
		SP:Iteration 51Q (90788.380000 sec): 3 clusters
  Score: Raw -234717.262321 + Penalty 2611.991451 = -232105.270870
  nChanged 5
		SP:Iteration 52Q (90788.440000 sec): 3 clusters
  Score: Raw -234719.825372 + Penalty 2611.991451 = -232107.833921
  nChanged 5
		SP:Iteration 53Q (90788.500000 sec): 3 clusters
  Score: Raw -234722.400689 + Penalty 2611.991451 = -232110.409238
  nChanged 3
		SP:Iteration 54Q (90788.560000 sec): 3 clusters
  Score: Raw -234723.536439 + Penalty 2611.991451 = -232111.544988
  nChanged 2
		SP:Iteration 55Q (90788.620000 sec): 3 clusters
  Score: Raw -234724.335900 + Penalty 2611.991451 = -232112.344448
  nChanged 1
		SP:Iteration 56Q (90788.680000 sec): 3 clusters
  Score: Raw -234724.718001 + Penalty 2611.991451 = -232112.726550
  nChanged 0
		SP:Iteration 57F (90788.740000 sec): 3 clusters
  Score: Raw -234724.718001 + Penalty 2611.991451 = -232112.726550
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 102 (2166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90788.840000 sec): 2 clusters
  Score: Raw -169312.068111 + Penalty 1248.103582 = -168063.964529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90789.010000 sec): 3 clusters
  Score: Raw -168353.861287 + Penalty 2496.207164 = -165857.654123
  nChanged 816
		SP:Iteration 1F (90789.190000 sec): 3 clusters
  Score: Raw -168861.608919 + Penalty 2496.207164 = -166365.401755
  nChanged 195
		SP:Iteration 2F (90789.360000 sec): 3 clusters
  Score: Raw -169002.035888 + Penalty 2496.207164 = -166505.828724
  nChanged 127
		SP:Iteration 3F (90789.540000 sec): 3 clusters
  Score: Raw -169101.869285 + Penalty 2496.207164 = -166605.662121
  nChanged 106
		SP:Iteration 4Q (90789.720000 sec): 3 clusters
  Score: Raw -169202.369446 + Penalty 2496.207164 = -166706.162282
  nChanged 101
		SP:Iteration 5Q (90789.890000 sec): 3 clusters
  Score: Raw -169298.407652 + Penalty 2496.207164 = -166802.200488
  nChanged 90
		SP:Iteration 6Q (90790.070000 sec): 3 clusters
  Score: Raw -169368.351181 + Penalty 2496.207164 = -166872.144017
  nChanged 59
		SP:Iteration 7Q (90790.240000 sec): 3 clusters
  Score: Raw -169420.978265 + Penalty 2496.207164 = -166924.771101
  nChanged 51
		SP:Iteration 8Q (90790.420000 sec): 3 clusters
  Score: Raw -169464.405960 + Penalty 2496.207164 = -166968.198796
  nChanged 47
		SP:Iteration 9Q (90790.600000 sec): 3 clusters
  Score: Raw -169502.417876 + Penalty 2496.207164 = -167006.210712
  nChanged 34
		SP:Iteration 10Q (90790.770000 sec): 3 clusters
  Score: Raw -169523.116146 + Penalty 2496.207164 = -167026.908982
  nChanged 34
		SP:Iteration 11Q (90790.940000 sec): 3 clusters
  Score: Raw -169540.967770 + Penalty 2496.207164 = -167044.760606
  nChanged 18
		SP:Iteration 12Q (90791.120000 sec): 3 clusters
  Score: Raw -169560.126284 + Penalty 2496.207164 = -167063.919120
  nChanged 26
		SP:Iteration 13Q (90791.300000 sec): 3 clusters
  Score: Raw -169580.324022 + Penalty 2496.207164 = -167084.116858
  nChanged 30
		SP:Iteration 14Q (90791.470000 sec): 3 clusters
  Score: Raw -169603.478094 + Penalty 2496.207164 = -167107.270930
  nChanged 33
		SP:Iteration 15Q (90791.650000 sec): 3 clusters
  Score: Raw -169628.947680 + Penalty 2496.207164 = -167132.740516
  nChanged 33
		SP:Iteration 16Q (90791.820000 sec): 3 clusters
  Score: Raw -169655.643593 + Penalty 2496.207164 = -167159.436429
  nChanged 28
		SP:Iteration 17Q (90792.000000 sec): 3 clusters
  Score: Raw -169673.715700 + Penalty 2496.207164 = -167177.508536
  nChanged 23
		SP:Iteration 18Q (90792.180000 sec): 3 clusters
  Score: Raw -169688.488754 + Penalty 2496.207164 = -167192.281590
  nChanged 17
		SP:Iteration 19Q (90792.350000 sec): 3 clusters
  Score: Raw -169701.924285 + Penalty 2496.207164 = -167205.717121
  nChanged 19
		SP:Iteration 20F (90792.530000 sec): 3 clusters
  Score: Raw -169721.510630 + Penalty 2496.207164 = -167225.303466
  nChanged 20
		SP:Iteration 21Q (90792.700000 sec): 3 clusters
  Score: Raw -169743.383487 + Penalty 2496.207164 = -167247.176323
  nChanged 22
		SP:Iteration 22Q (90792.880000 sec): 3 clusters
  Score: Raw -169765.087907 + Penalty 2496.207164 = -167268.880744
  nChanged 23
		SP:Iteration 23Q (90793.060000 sec): 3 clusters
  Score: Raw -169782.907193 + Penalty 2496.207164 = -167286.700029
  nChanged 15
		SP:Iteration 24Q (90793.230000 sec): 3 clusters
  Score: Raw -169793.240582 + Penalty 2496.207164 = -167297.033418
  nChanged 19
		SP:Iteration 25Q (90793.410000 sec): 3 clusters
  Score: Raw -169805.790001 + Penalty 2496.207164 = -167309.582837
  nChanged 16
		SP:Iteration 26Q (90793.580000 sec): 3 clusters
  Score: Raw -169823.701250 + Penalty 2496.207164 = -167327.494087
  nChanged 21
		SP:Iteration 27Q (90793.760000 sec): 3 clusters
  Score: Raw -169843.539225 + Penalty 2496.207164 = -167347.332061
  nChanged 24
		SP:Iteration 28Q (90793.940000 sec): 3 clusters
  Score: Raw -169864.700449 + Penalty 2496.207164 = -167368.493285
  nChanged 23
		SP:Iteration 29Q (90794.110000 sec): 3 clusters
  Score: Raw -169877.953339 + Penalty 2496.207164 = -167381.746175
  nChanged 15
		SP:Iteration 30Q (90794.290000 sec): 3 clusters
  Score: Raw -169891.503595 + Penalty 2496.207164 = -167395.296432
  nChanged 21
		SP:Iteration 31Q (90794.460000 sec): 3 clusters
  Score: Raw -169904.961439 + Penalty 2496.207164 = -167408.754275
  nChanged 17
		SP:Iteration 32Q (90794.640000 sec): 3 clusters
  Score: Raw -169914.285255 + Penalty 2496.207164 = -167418.078091
  nChanged 12
		SP:Iteration 33Q (90794.820000 sec): 3 clusters
  Score: Raw -169920.687110 + Penalty 2496.207164 = -167424.479946
  nChanged 13
		SP:Iteration 34Q (90794.990000 sec): 3 clusters
  Score: Raw -169926.885147 + Penalty 2496.207164 = -167430.677983
  nChanged 11
		SP:Iteration 35Q (90795.170000 sec): 3 clusters
  Score: Raw -169933.640461 + Penalty 2496.207164 = -167437.433297
  nChanged 13
		SP:Iteration 36Q (90795.340000 sec): 3 clusters
  Score: Raw -169941.769854 + Penalty 2496.207164 = -167445.562690
  nChanged 16
		SP:Iteration 37Q (90795.520000 sec): 3 clusters
  Score: Raw -169954.290449 + Penalty 2496.207164 = -167458.083285
  nChanged 14
		SP:Iteration 38Q (90795.700000 sec): 3 clusters
  Score: Raw -169964.501576 + Penalty 2496.207164 = -167468.294412
  nChanged 12
		SP:Iteration 39Q (90795.870000 sec): 3 clusters
  Score: Raw -169970.119330 + Penalty 2496.207164 = -167473.912166
  nChanged 3
		SP:Iteration 40F (90796.050000 sec): 3 clusters
  Score: Raw -169973.200632 + Penalty 2496.207164 = -167476.993468
  nChanged 8
		SP:Iteration 41Q (90796.220000 sec): 3 clusters
  Score: Raw -169981.544333 + Penalty 2496.207164 = -167485.337169
  nChanged 8
		SP:Iteration 42Q (90796.400000 sec): 3 clusters
  Score: Raw -169986.738970 + Penalty 2496.207164 = -167490.531806
  nChanged 5
		SP:Iteration 43Q (90796.580000 sec): 3 clusters
  Score: Raw -169989.377842 + Penalty 2496.207164 = -167493.170678
  nChanged 3
		SP:Iteration 44Q (90796.750000 sec): 3 clusters
  Score: Raw -169992.031421 + Penalty 2496.207164 = -167495.824257
  nChanged 4
		SP:Iteration 45Q (90796.910000 sec): 3 clusters
  Score: Raw -169994.595185 + Penalty 2496.207164 = -167498.388021
  nChanged 2
		SP:Iteration 46Q (90797.090000 sec): 3 clusters
  Score: Raw -169995.368992 + Penalty 2496.207164 = -167499.161828
  nChanged 2
		SP:Iteration 47Q (90797.260000 sec): 3 clusters
  Score: Raw -169996.561593 + Penalty 2496.207164 = -167500.354429
  nChanged 1
		SP:Iteration 48Q (90797.440000 sec): 3 clusters
  Score: Raw -169996.950315 + Penalty 2496.207164 = -167500.743151
  nChanged 2
		SP:Iteration 49Q (90797.620000 sec): 3 clusters
  Score: Raw -169997.595927 + Penalty 2496.207164 = -167501.388763
  nChanged 0
		SP:Iteration 50F (90797.790000 sec): 3 clusters
  Score: Raw -169997.595927 + Penalty 2496.207164 = -167501.388763
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 103 (4356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90797.960000 sec): 2 clusters
  Score: Raw -361921.436670 + Penalty 1361.637791 = -360559.798879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90798.110000 sec): 3 clusters
  Score: Raw -359733.541597 + Penalty 2723.275582 = -357010.266015
  nChanged 1771
		SP:Iteration 1F (90798.210000 sec): 3 clusters
  Score: Raw -360777.020982 + Penalty 2723.275582 = -358053.745400
  nChanged 378
		SP:Iteration 2F (90798.300000 sec): 3 clusters
  Score: Raw -361060.354682 + Penalty 2723.275582 = -358337.079100
  nChanged 297
		SP:Iteration 3F (90798.380000 sec): 3 clusters
  Score: Raw -361301.617529 + Penalty 2723.275582 = -358578.341947
  nChanged 282
		SP:Iteration 4F (90798.460000 sec): 3 clusters
  Score: Raw -361521.719511 + Penalty 2723.275582 = -358798.443929
  nChanged 253
		SP:Iteration 5F (90798.540000 sec): 3 clusters
  Score: Raw -361730.335150 + Penalty 2723.275582 = -359007.059568
  nChanged 203
		SP:Iteration 6Q (90798.630000 sec): 3 clusters
  Score: Raw -361903.301364 + Penalty 2723.275582 = -359180.025782
  nChanged 187
		SP:Iteration 7Q (90798.750000 sec): 3 clusters
  Score: Raw -362039.953815 + Penalty 2723.275582 = -359316.678233
  nChanged 125
		SP:Iteration 8Q (90798.930000 sec): 3 clusters
  Score: Raw -362117.644179 + Penalty 2723.275582 = -359394.368596
  nChanged 97
		SP:Iteration 9Q (90799.100000 sec): 3 clusters
  Score: Raw -362175.059560 + Penalty 2723.275582 = -359451.783978
  nChanged 84
		SP:Iteration 10Q (90799.280000 sec): 3 clusters
  Score: Raw -362222.888573 + Penalty 2723.275582 = -359499.612990
  nChanged 67
		SP:Iteration 11Q (90799.450000 sec): 3 clusters
  Score: Raw -362260.524884 + Penalty 2723.275582 = -359537.249302
  nChanged 57
		SP:Iteration 12Q (90799.670000 sec): 3 clusters
  Score: Raw -362288.941997 + Penalty 2723.275582 = -359565.666415
  nChanged 51
		SP:Iteration 13Q (90799.860000 sec): 3 clusters
  Score: Raw -362314.052833 + Penalty 2723.275582 = -359590.777250
  nChanged 37
		SP:Iteration 14Q (90800.010000 sec): 3 clusters
  Score: Raw -362330.180057 + Penalty 2723.275582 = -359606.904475
  nChanged 44
		SP:Iteration 15Q (90800.240000 sec): 3 clusters
  Score: Raw -362351.293531 + Penalty 2723.275582 = -359628.017948
  nChanged 42
		SP:Iteration 16Q (90800.390000 sec): 3 clusters
  Score: Raw -362372.577809 + Penalty 2723.275582 = -359649.302227
  nChanged 45
		SP:Iteration 17Q (90800.620000 sec): 3 clusters
  Score: Raw -362390.952460 + Penalty 2723.275582 = -359667.676878
  nChanged 42
		SP:Iteration 18Q (90800.770000 sec): 3 clusters
  Score: Raw -362408.969657 + Penalty 2723.275582 = -359685.694075
  nChanged 34
		SP:Iteration 19Q (90800.940000 sec): 3 clusters
  Score: Raw -362430.372911 + Penalty 2723.275582 = -359707.097329
  nChanged 41
		SP:Iteration 20F (90801.120000 sec): 3 clusters
  Score: Raw -362459.636396 + Penalty 2723.275582 = -359736.360814
  nChanged 51
		SP:Iteration 21Q (90801.300000 sec): 3 clusters
  Score: Raw -362486.859378 + Penalty 2723.275582 = -359763.583796
  nChanged 50
		SP:Iteration 22Q (90801.470000 sec): 3 clusters
  Score: Raw -362511.471296 + Penalty 2723.275582 = -359788.195713
  nChanged 50
		SP:Iteration 23Q (90801.650000 sec): 3 clusters
  Score: Raw -362534.516434 + Penalty 2723.275582 = -359811.240852
  nChanged 39
		SP:Iteration 24Q (90801.820000 sec): 3 clusters
  Score: Raw -362553.607736 + Penalty 2723.275582 = -359830.332154
  nChanged 38
		SP:Iteration 25Q (90802.000000 sec): 3 clusters
  Score: Raw -362572.860053 + Penalty 2723.275582 = -359849.584471
  nChanged 42
		SP:Iteration 26Q (90802.180000 sec): 3 clusters
  Score: Raw -362589.946109 + Penalty 2723.275582 = -359866.670527
  nChanged 30
		SP:Iteration 27Q (90802.350000 sec): 3 clusters
  Score: Raw -362601.846764 + Penalty 2723.275582 = -359878.571182
  nChanged 18
		SP:Iteration 28Q (90802.530000 sec): 3 clusters
  Score: Raw -362610.464003 + Penalty 2723.275582 = -359887.188421
  nChanged 19
		SP:Iteration 29Q (90802.700000 sec): 3 clusters
  Score: Raw -362617.927723 + Penalty 2723.275582 = -359894.652141
  nChanged 14
		SP:Iteration 30Q (90802.880000 sec): 3 clusters
  Score: Raw -362622.600409 + Penalty 2723.275582 = -359899.324827
  nChanged 13
		SP:Iteration 31Q (90803.060000 sec): 3 clusters
  Score: Raw -362627.648622 + Penalty 2723.275582 = -359904.373039
  nChanged 15
		SP:Iteration 32Q (90803.230000 sec): 3 clusters
  Score: Raw -362633.845796 + Penalty 2723.275582 = -359910.570213
  nChanged 14
		SP:Iteration 33Q (90803.400000 sec): 3 clusters
  Score: Raw -362639.080790 + Penalty 2723.275582 = -359915.805208
  nChanged 13
		SP:Iteration 34Q (90803.580000 sec): 3 clusters
  Score: Raw -362644.088709 + Penalty 2723.275582 = -359920.813127
  nChanged 8
		SP:Iteration 35Q (90803.760000 sec): 3 clusters
  Score: Raw -362646.021108 + Penalty 2723.275582 = -359922.745526
  nChanged 7
		SP:Iteration 36Q (90803.930000 sec): 3 clusters
  Score: Raw -362647.675310 + Penalty 2723.275582 = -359924.399727
  nChanged 7
		SP:Iteration 37Q (90804.110000 sec): 3 clusters
  Score: Raw -362648.934130 + Penalty 2723.275582 = -359925.658548
  nChanged 4
		SP:Iteration 38Q (90804.280000 sec): 3 clusters
  Score: Raw -362649.354456 + Penalty 2723.275582 = -359926.078874
  nChanged 4
		SP:Iteration 39Q (90804.460000 sec): 3 clusters
  Score: Raw -362650.102274 + Penalty 2723.275582 = -359926.826691
  nChanged 1
		SP:Iteration 40F (90804.640000 sec): 3 clusters
  Score: Raw -362650.411898 + Penalty 2723.275582 = -359927.136316
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 104 (2089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90804.720000 sec): 2 clusters
  Score: Raw -168957.336987 + Penalty 1242.221624 = -167715.115363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90804.890000 sec): 3 clusters
  Score: Raw -168070.041405 + Penalty 2484.443248 = -165585.598158
  nChanged 756
		SP:Iteration 1F (90805.070000 sec): 3 clusters
  Score: Raw -168574.542120 + Penalty 2484.443248 = -166090.098872
  nChanged 196
		SP:Iteration 2F (90805.240000 sec): 3 clusters
  Score: Raw -168734.264214 + Penalty 2484.443248 = -166249.820966
  nChanged 116
		SP:Iteration 3F (90805.420000 sec): 3 clusters
  Score: Raw -168837.525480 + Penalty 2484.443248 = -166353.082232
  nChanged 87
		SP:Iteration 4Q (90805.600000 sec): 3 clusters
  Score: Raw -168922.727729 + Penalty 2484.443248 = -166438.284481
  nChanged 66
		SP:Iteration 5Q (90805.770000 sec): 3 clusters
  Score: Raw -168973.032539 + Penalty 2484.443248 = -166488.589291
  nChanged 37
		SP:Iteration 6Q (90805.950000 sec): 3 clusters
  Score: Raw -168995.027364 + Penalty 2484.443248 = -166510.584116
  nChanged 25
		SP:Iteration 7Q (90806.120000 sec): 3 clusters
  Score: Raw -169006.434420 + Penalty 2484.443248 = -166521.991172
  nChanged 15
		SP:Iteration 8Q (90806.300000 sec): 3 clusters
  Score: Raw -169017.873569 + Penalty 2484.443248 = -166533.430321
  nChanged 13
		SP:Iteration 9Q (90806.480000 sec): 3 clusters
  Score: Raw -169026.266529 + Penalty 2484.443248 = -166541.823282
  nChanged 13
		SP:Iteration 10Q (90806.650000 sec): 3 clusters
  Score: Raw -169035.739153 + Penalty 2484.443248 = -166551.295906
  nChanged 15
		SP:Iteration 11Q (90806.830000 sec): 3 clusters
  Score: Raw -169043.901321 + Penalty 2484.443248 = -166559.458074
  nChanged 9
		SP:Iteration 12Q (90807.000000 sec): 3 clusters
  Score: Raw -169048.058519 + Penalty 2484.443248 = -166563.615271
  nChanged 11
		SP:Iteration 13Q (90807.170000 sec): 3 clusters
  Score: Raw -169052.816527 + Penalty 2484.443248 = -166568.373279
  nChanged 5
		SP:Iteration 14Q (90807.330000 sec): 3 clusters
  Score: Raw -169054.741704 + Penalty 2484.443248 = -166570.298457
  nChanged 3
		SP:Iteration 15Q (90807.490000 sec): 3 clusters
  Score: Raw -169056.090245 + Penalty 2484.443248 = -166571.646997
  nChanged 5
		SP:Iteration 16Q (90807.640000 sec): 3 clusters
  Score: Raw -169058.137204 + Penalty 2484.443248 = -166573.693956
  nChanged 4
		SP:Iteration 17Q (90807.800000 sec): 3 clusters
  Score: Raw -169059.904993 + Penalty 2484.443248 = -166575.461746
  nChanged 4
		SP:Iteration 18Q (90807.960000 sec): 3 clusters
  Score: Raw -169061.903427 + Penalty 2484.443248 = -166577.460180
  nChanged 6
		SP:Iteration 19Q (90808.120000 sec): 3 clusters
  Score: Raw -169064.038746 + Penalty 2484.443248 = -166579.595498
  nChanged 2
		SP:Iteration 20F (90808.280000 sec): 3 clusters
  Score: Raw -169064.881131 + Penalty 2484.443248 = -166580.437884
  nChanged 2
		SP:Iteration 21Q (90808.440000 sec): 3 clusters
  Score: Raw -169066.020203 + Penalty 2484.443248 = -166581.576956
  nChanged 4
		SP:Iteration 22Q (90808.600000 sec): 3 clusters
  Score: Raw -169067.122926 + Penalty 2484.443248 = -166582.679679
  nChanged 0
		SP:Iteration 23F (90808.760000 sec): 3 clusters
  Score: Raw -169067.122926 + Penalty 2484.443248 = -166582.679679
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 105 (2235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90808.840000 sec): 2 clusters
  Score: Raw -189561.292462 + Penalty 1253.199432 = -188308.093030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90809.000000 sec): 3 clusters
  Score: Raw -188622.177342 + Penalty 2506.398865 = -186115.778477
  nChanged 799
		SP:Iteration 1F (90809.160000 sec): 3 clusters
  Score: Raw -189179.293108 + Penalty 2506.398865 = -186672.894243
  nChanged 188
		SP:Iteration 2F (90809.320000 sec): 3 clusters
  Score: Raw -189306.097693 + Penalty 2506.398865 = -186799.698829
  nChanged 99
		SP:Iteration 3Q (90809.490000 sec): 3 clusters
  Score: Raw -189373.645062 + Penalty 2506.398865 = -186867.246197
  nChanged 69
		SP:Iteration 4Q (90809.660000 sec): 3 clusters
  Score: Raw -189422.800216 + Penalty 2506.398865 = -186916.401351
  nChanged 67
		SP:Iteration 5Q (90809.840000 sec): 3 clusters
  Score: Raw -189465.542875 + Penalty 2506.398865 = -186959.144010
  nChanged 54
		SP:Iteration 6Q (90810.020000 sec): 3 clusters
  Score: Raw -189501.694947 + Penalty 2506.398865 = -186995.296082
  nChanged 45
		SP:Iteration 7Q (90810.190000 sec): 3 clusters
  Score: Raw -189527.053243 + Penalty 2506.398865 = -187020.654378
  nChanged 54
		SP:Iteration 8Q (90810.370000 sec): 3 clusters
  Score: Raw -189570.306002 + Penalty 2506.398865 = -187063.907137
  nChanged 62
		SP:Iteration 9Q (90810.540000 sec): 3 clusters
  Score: Raw -189615.445046 + Penalty 2506.398865 = -187109.046181
  nChanged 58
		SP:Iteration 10Q (90810.720000 sec): 3 clusters
  Score: Raw -189665.464853 + Penalty 2506.398865 = -187159.065988
  nChanged 61
		SP:Iteration 11Q (90810.900000 sec): 3 clusters
  Score: Raw -189713.220124 + Penalty 2506.398865 = -187206.821259
  nChanged 57
		SP:Iteration 12Q (90811.070000 sec): 3 clusters
  Score: Raw -189750.860045 + Penalty 2506.398865 = -187244.461180
  nChanged 53
		SP:Iteration 13Q (90811.250000 sec): 3 clusters
  Score: Raw -189783.941016 + Penalty 2506.398865 = -187277.542152
  nChanged 44
		SP:Iteration 14Q (90811.420000 sec): 3 clusters
  Score: Raw -189815.430867 + Penalty 2506.398865 = -187309.032003
  nChanged 45
		SP:Iteration 15Q (90811.600000 sec): 3 clusters
  Score: Raw -189839.133001 + Penalty 2506.398865 = -187332.734136
  nChanged 32
		SP:Iteration 16Q (90811.770000 sec): 3 clusters
  Score: Raw -189854.800588 + Penalty 2506.398865 = -187348.401723
  nChanged 23
		SP:Iteration 17Q (90811.950000 sec): 3 clusters
  Score: Raw -189867.766268 + Penalty 2506.398865 = -187361.367403
  nChanged 22
		SP:Iteration 18Q (90812.120000 sec): 3 clusters
  Score: Raw -189879.755447 + Penalty 2506.398865 = -187373.356582
  nChanged 17
		SP:Iteration 19Q (90812.300000 sec): 3 clusters
  Score: Raw -189889.497779 + Penalty 2506.398865 = -187383.098914
  nChanged 15
		SP:Iteration 20F (90812.480000 sec): 3 clusters
  Score: Raw -189902.815965 + Penalty 2506.398865 = -187396.417100
  nChanged 14
		SP:Iteration 21Q (90812.650000 sec): 3 clusters
  Score: Raw -189915.288046 + Penalty 2506.398865 = -187408.889181
  nChanged 23
		SP:Iteration 22Q (90812.830000 sec): 3 clusters
  Score: Raw -189935.195319 + Penalty 2506.398865 = -187428.796454
  nChanged 21
		SP:Iteration 23Q (90813.000000 sec): 3 clusters
  Score: Raw -189949.563388 + Penalty 2506.398865 = -187443.164524
  nChanged 16
		SP:Iteration 24Q (90813.180000 sec): 3 clusters
  Score: Raw -189959.447407 + Penalty 2506.398865 = -187453.048542
  nChanged 13
		SP:Iteration 25Q (90813.400000 sec): 3 clusters
  Score: Raw -189966.829634 + Penalty 2506.398865 = -187460.430769
  nChanged 13
		SP:Iteration 26Q (90813.560000 sec): 3 clusters
  Score: Raw -189973.235618 + Penalty 2506.398865 = -187466.836753
  nChanged 10
		SP:Iteration 27Q (90813.720000 sec): 3 clusters
  Score: Raw -189977.481592 + Penalty 2506.398865 = -187471.082728
  nChanged 5
		SP:Iteration 28Q (90813.880000 sec): 3 clusters
  Score: Raw -189980.371442 + Penalty 2506.398865 = -187473.972577
  nChanged 5
		SP:Iteration 29Q (90814.030000 sec): 3 clusters
  Score: Raw -189983.605471 + Penalty 2506.398865 = -187477.206606
  nChanged 4
		SP:Iteration 30Q (90814.180000 sec): 3 clusters
  Score: Raw -189985.492063 + Penalty 2506.398865 = -187479.093199
  nChanged 5
		SP:Iteration 31Q (90814.290000 sec): 3 clusters
  Score: Raw -189987.764602 + Penalty 2506.398865 = -187481.365737
  nChanged 8
		SP:Iteration 32Q (90814.470000 sec): 3 clusters
  Score: Raw -189992.110370 + Penalty 2506.398865 = -187485.711505
  nChanged 4
		SP:Iteration 33Q (90814.640000 sec): 3 clusters
  Score: Raw -189994.115060 + Penalty 2506.398865 = -187487.716195
  nChanged 2
		SP:Iteration 34Q (90814.820000 sec): 3 clusters
  Score: Raw -189994.937622 + Penalty 2506.398865 = -187488.538757
  nChanged 3
		SP:Iteration 35Q (90815.000000 sec): 3 clusters
  Score: Raw -189996.420504 + Penalty 2506.398865 = -187490.021639
  nChanged 4
		SP:Iteration 36Q (90815.170000 sec): 3 clusters
  Score: Raw -189997.814565 + Penalty 2506.398865 = -187491.415700
  nChanged 2
		SP:Iteration 37Q (90815.350000 sec): 3 clusters
  Score: Raw -189998.577330 + Penalty 2506.398865 = -187492.178465
  nChanged 4
		SP:Iteration 38Q (90815.520000 sec): 3 clusters
  Score: Raw -190000.377016 + Penalty 2506.398865 = -187493.978151
  nChanged 2
		SP:Iteration 39Q (90815.700000 sec): 3 clusters
  Score: Raw -190002.157581 + Penalty 2506.398865 = -187495.758716
  nChanged 3
		SP:Iteration 40F (90815.880000 sec): 3 clusters
  Score: Raw -190003.608186 + Penalty 2506.398865 = -187497.209322
  nChanged 2
		SP:Iteration 41Q (90816.050000 sec): 3 clusters
  Score: Raw -190004.242307 + Penalty 2506.398865 = -187497.843442
  nChanged 0
		SP:Iteration 42F (90816.230000 sec): 3 clusters
  Score: Raw -190004.242307 + Penalty 2506.398865 = -187497.843442
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 106 (8838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90816.350000 sec): 2 clusters
  Score: Raw -836253.397583 + Penalty 1476.607581 = -834776.790001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90816.550000 sec): 3 clusters
  Score: Raw -831344.192475 + Penalty 2953.215163 = -828390.977312
  nChanged 3837
		SP:Iteration 1F (90816.790000 sec): 3 clusters
  Score: Raw -833562.385168 + Penalty 2953.215163 = -830609.170005
  nChanged 606
		SP:Iteration 2F (90816.980000 sec): 3 clusters
  Score: Raw -833883.802731 + Penalty 2953.215163 = -830930.587568
  nChanged 517
		SP:Iteration 3F (90817.170000 sec): 3 clusters
  Score: Raw -834130.495937 + Penalty 2953.215163 = -831177.280774
  nChanged 483
		SP:Iteration 4F (90817.410000 sec): 3 clusters
  Score: Raw -834386.323552 + Penalty 2953.215163 = -831433.108389
  nChanged 477
		SP:Iteration 5F (90817.600000 sec): 3 clusters
  Score: Raw -834645.787200 + Penalty 2953.215163 = -831692.572037
  nChanged 451
		SP:Iteration 6F (90817.790000 sec): 3 clusters
  Score: Raw -834887.136651 + Penalty 2953.215163 = -831933.921489
  nChanged 389
		SP:Iteration 7Q (90817.990000 sec): 3 clusters
  Score: Raw -835079.440651 + Penalty 2953.215163 = -832126.225488
  nChanged 327
		SP:Iteration 8Q (90818.180000 sec): 3 clusters
  Score: Raw -835234.511314 + Penalty 2953.215163 = -832281.296151
  nChanged 286
		SP:Iteration 9Q (90818.370000 sec): 3 clusters
  Score: Raw -835368.014738 + Penalty 2953.215163 = -832414.799575
  nChanged 221
		SP:Iteration 10Q (90818.570000 sec): 3 clusters
  Score: Raw -835464.275744 + Penalty 2953.215163 = -832511.060581
  nChanged 192
		SP:Iteration 11Q (90818.760000 sec): 3 clusters
  Score: Raw -835546.831677 + Penalty 2953.215163 = -832593.616514
  nChanged 167
		SP:Iteration 12Q (90818.950000 sec): 3 clusters
  Score: Raw -835624.960532 + Penalty 2953.215163 = -832671.745369
  nChanged 136
		SP:Iteration 13Q (90819.190000 sec): 3 clusters
  Score: Raw -835692.700964 + Penalty 2953.215163 = -832739.485801
  nChanged 166
		SP:Iteration 14Q (90819.380000 sec): 3 clusters
  Score: Raw -835787.597252 + Penalty 2953.215163 = -832834.382089
  nChanged 152
		SP:Iteration 15Q (90819.580000 sec): 3 clusters
  Score: Raw -835877.407818 + Penalty 2953.215163 = -832924.192655
  nChanged 129
		SP:Iteration 16Q (90819.770000 sec): 3 clusters
  Score: Raw -835959.117312 + Penalty 2953.215163 = -833005.902149
  nChanged 123
		SP:Iteration 17Q (90819.970000 sec): 3 clusters
  Score: Raw -836037.394542 + Penalty 2953.215163 = -833084.179379
  nChanged 105
		SP:Iteration 18Q (90820.200000 sec): 3 clusters
  Score: Raw -836106.031178 + Penalty 2953.215163 = -833152.816015
  nChanged 91
		SP:Iteration 19Q (90820.430000 sec): 3 clusters
  Score: Raw -836168.121123 + Penalty 2953.215163 = -833214.905960
  nChanged 69
		SP:Iteration 20F (90820.630000 sec): 3 clusters
  Score: Raw -836216.167339 + Penalty 2953.215163 = -833262.952176
  nChanged 52
		SP:Iteration 21Q (90820.830000 sec): 3 clusters
  Score: Raw -836251.276450 + Penalty 2953.215163 = -833298.061287
  nChanged 39
		SP:Iteration 22Q (90821.020000 sec): 3 clusters
  Score: Raw -836287.013412 + Penalty 2953.215163 = -833333.798250
  nChanged 33
		SP:Iteration 23Q (90821.210000 sec): 3 clusters
  Score: Raw -836312.704130 + Penalty 2953.215163 = -833359.488967
  nChanged 34
		SP:Iteration 24Q (90821.410000 sec): 3 clusters
  Score: Raw -836337.805650 + Penalty 2953.215163 = -833384.590487
  nChanged 29
		SP:Iteration 25Q (90821.540000 sec): 3 clusters
  Score: Raw -836359.020200 + Penalty 2953.215163 = -833405.805038
  nChanged 18
		SP:Iteration 26Q (90821.670000 sec): 3 clusters
  Score: Raw -836369.477645 + Penalty 2953.215163 = -833416.262482
  nChanged 12
		SP:Iteration 27Q (90821.870000 sec): 3 clusters
  Score: Raw -836377.333942 + Penalty 2953.215163 = -833424.118779
  nChanged 9
		SP:Iteration 28Q (90822.150000 sec): 3 clusters
  Score: Raw -836384.423619 + Penalty 2953.215163 = -833431.208456
  nChanged 11
		SP:Iteration 29Q (90822.310000 sec): 3 clusters
  Score: Raw -836392.562230 + Penalty 2953.215163 = -833439.347067
  nChanged 5
		SP:Iteration 30Q (90822.490000 sec): 3 clusters
  Score: Raw -836396.412873 + Penalty 2953.215163 = -833443.197710
  nChanged 6
		SP:Iteration 31Q (90822.690000 sec): 3 clusters
  Score: Raw -836400.533328 + Penalty 2953.215163 = -833447.318165
  nChanged 4
		SP:Iteration 32Q (90822.860000 sec): 3 clusters
  Score: Raw -836402.870832 + Penalty 2953.215163 = -833449.655669
  nChanged 2
		SP:Iteration 33Q (90822.990000 sec): 3 clusters
  Score: Raw -836403.724371 + Penalty 2953.215163 = -833450.509208
  nChanged 3
		SP:Iteration 34Q (90823.190000 sec): 3 clusters
  Score: Raw -836406.063257 + Penalty 2953.215163 = -833452.848094
  nChanged 2
		SP:Iteration 35Q (90823.470000 sec): 3 clusters
  Score: Raw -836407.234301 + Penalty 2953.215163 = -833454.019138
  nChanged 1
		SP:Iteration 36Q (90823.630000 sec): 3 clusters
  Score: Raw -836407.938385 + Penalty 2953.215163 = -833454.723222
  nChanged 2
		SP:Iteration 37Q (90823.820000 sec): 3 clusters
  Score: Raw -836409.142877 + Penalty 2953.215163 = -833455.927714
  nChanged 2
		SP:Iteration 38Q (90824.000000 sec): 3 clusters
  Score: Raw -836410.478450 + Penalty 2953.215163 = -833457.263287
  nChanged 2
		SP:Iteration 39Q (90824.200000 sec): 3 clusters
  Score: Raw -836411.287491 + Penalty 2953.215163 = -833458.072328
  nChanged 1
		SP:Iteration 40F (90824.390000 sec): 3 clusters
  Score: Raw -836411.858816 + Penalty 2953.215163 = -833458.643653
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 107 (7150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90824.530000 sec): 2 clusters
  Score: Raw -643129.331788 + Penalty 1442.165991 = -641687.165797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90824.710000 sec): 3 clusters
  Score: Raw -639237.183489 + Penalty 2884.331982 = -636352.851507
  nChanged 3018
		SP:Iteration 1F (90824.910000 sec): 3 clusters
  Score: Raw -641047.346243 + Penalty 2884.331982 = -638163.014261
  nChanged 563
		SP:Iteration 2F (90825.020000 sec): 3 clusters
  Score: Raw -641406.716969 + Penalty 2884.331982 = -638522.384988
  nChanged 466
		SP:Iteration 3F (90825.140000 sec): 3 clusters
  Score: Raw -641726.979276 + Penalty 2884.331982 = -638842.647294
  nChanged 416
		SP:Iteration 4F (90825.250000 sec): 3 clusters
  Score: Raw -641960.917815 + Penalty 2884.331982 = -639076.585834
  nChanged 308
		SP:Iteration 5Q (90825.360000 sec): 3 clusters
  Score: Raw -642105.412543 + Penalty 2884.331982 = -639221.080562
  nChanged 249
		SP:Iteration 6Q (90825.480000 sec): 3 clusters
  Score: Raw -642211.018312 + Penalty 2884.331982 = -639326.686330
  nChanged 193
		SP:Iteration 7Q (90825.600000 sec): 3 clusters
  Score: Raw -642281.692338 + Penalty 2884.331982 = -639397.360356
  nChanged 169
		SP:Iteration 8Q (90825.830000 sec): 3 clusters
  Score: Raw -642343.573975 + Penalty 2884.331982 = -639459.241993
  nChanged 158
		SP:Iteration 9Q (90825.980000 sec): 3 clusters
  Score: Raw -642402.456439 + Penalty 2884.331982 = -639518.124458
  nChanged 159
		SP:Iteration 10Q (90826.190000 sec): 3 clusters
  Score: Raw -642455.082842 + Penalty 2884.331982 = -639570.750860
  nChanged 133
		SP:Iteration 11Q (90826.390000 sec): 3 clusters
  Score: Raw -642495.512565 + Penalty 2884.331982 = -639611.180584
  nChanged 117
		SP:Iteration 12Q (90826.590000 sec): 3 clusters
  Score: Raw -642530.926388 + Penalty 2884.331982 = -639646.594407
  nChanged 110
		SP:Iteration 13Q (90826.790000 sec): 3 clusters
  Score: Raw -642564.526393 + Penalty 2884.331982 = -639680.194411
  nChanged 92
		SP:Iteration 14Q (90826.990000 sec): 3 clusters
  Score: Raw -642590.107771 + Penalty 2884.331982 = -639705.775789
  nChanged 84
		SP:Iteration 15Q (90827.200000 sec): 3 clusters
  Score: Raw -642618.206691 + Penalty 2884.331982 = -639733.874709
  nChanged 101
		SP:Iteration 16Q (90827.400000 sec): 3 clusters
  Score: Raw -642650.891104 + Penalty 2884.331982 = -639766.559123
  nChanged 107
		SP:Iteration 17Q (90827.600000 sec): 3 clusters
  Score: Raw -642686.383746 + Penalty 2884.331982 = -639802.051764
  nChanged 98
		SP:Iteration 18Q (90827.800000 sec): 3 clusters
  Score: Raw -642720.702193 + Penalty 2884.331982 = -639836.370211
  nChanged 95
		SP:Iteration 19Q (90828.000000 sec): 3 clusters
  Score: Raw -642754.021693 + Penalty 2884.331982 = -639869.689711
  nChanged 97
		SP:Iteration 20F (90828.210000 sec): 3 clusters
  Score: Raw -642780.147430 + Penalty 2884.331982 = -639895.815449
  nChanged 89
		SP:Iteration 21Q (90828.410000 sec): 3 clusters
  Score: Raw -642803.862697 + Penalty 2884.331982 = -639919.530715
  nChanged 88
		SP:Iteration 22Q (90828.610000 sec): 3 clusters
  Score: Raw -642831.309325 + Penalty 2884.331982 = -639946.977343
  nChanged 103
		SP:Iteration 23Q (90828.810000 sec): 3 clusters
  Score: Raw -642862.350562 + Penalty 2884.331982 = -639978.018581
  nChanged 107
		SP:Iteration 24Q (90829.010000 sec): 3 clusters
  Score: Raw -642897.623583 + Penalty 2884.331982 = -640013.291601
  nChanged 96
		SP:Iteration 25Q (90829.220000 sec): 3 clusters
  Score: Raw -642924.174500 + Penalty 2884.331982 = -640039.842519
  nChanged 68
		SP:Iteration 26Q (90829.420000 sec): 3 clusters
  Score: Raw -642941.795057 + Penalty 2884.331982 = -640057.463076
  nChanged 70
		SP:Iteration 27Q (90829.620000 sec): 3 clusters
  Score: Raw -642959.435056 + Penalty 2884.331982 = -640075.103075
  nChanged 74
		SP:Iteration 28Q (90829.820000 sec): 3 clusters
  Score: Raw -642979.058695 + Penalty 2884.331982 = -640094.726714
  nChanged 74
		SP:Iteration 29Q (90830.020000 sec): 3 clusters
  Score: Raw -642999.466732 + Penalty 2884.331982 = -640115.134750
  nChanged 72
		SP:Iteration 30Q (90830.220000 sec): 3 clusters
  Score: Raw -643024.742413 + Penalty 2884.331982 = -640140.410431
  nChanged 67
		SP:Iteration 31Q (90830.420000 sec): 3 clusters
  Score: Raw -643044.933136 + Penalty 2884.331982 = -640160.601154
  nChanged 53
		SP:Iteration 32Q (90830.620000 sec): 3 clusters
  Score: Raw -643061.772786 + Penalty 2884.331982 = -640177.440804
  nChanged 66
		SP:Iteration 33Q (90830.820000 sec): 3 clusters
  Score: Raw -643086.167153 + Penalty 2884.331982 = -640201.835171
  nChanged 68
		SP:Iteration 34Q (90831.020000 sec): 3 clusters
  Score: Raw -643110.886805 + Penalty 2884.331982 = -640226.554823
  nChanged 54
		SP:Iteration 35Q (90831.220000 sec): 3 clusters
  Score: Raw -643130.452202 + Penalty 2884.331982 = -640246.120221
  nChanged 59
		SP:Iteration 36Q (90831.420000 sec): 3 clusters
  Score: Raw -643150.230757 + Penalty 2884.331982 = -640265.898776
  nChanged 42
		SP:Iteration 37Q (90831.630000 sec): 3 clusters
  Score: Raw -643163.853336 + Penalty 2884.331982 = -640279.521355
  nChanged 45
		SP:Iteration 38Q (90831.830000 sec): 3 clusters
  Score: Raw -643178.857194 + Penalty 2884.331982 = -640294.525212
  nChanged 47
		SP:Iteration 39Q (90832.040000 sec): 3 clusters
  Score: Raw -643192.307124 + Penalty 2884.331982 = -640307.975142
  nChanged 40
		SP:Iteration 40F (90832.240000 sec): 3 clusters
  Score: Raw -643207.085941 + Penalty 2884.331982 = -640322.753960
  nChanged 31
		SP:Iteration 41Q (90832.440000 sec): 3 clusters
  Score: Raw -643215.044430 + Penalty 2884.331982 = -640330.712448
  nChanged 27
		SP:Iteration 42Q (90832.640000 sec): 3 clusters
  Score: Raw -643225.367130 + Penalty 2884.331982 = -640341.035149
  nChanged 37
		SP:Iteration 43Q (90832.850000 sec): 3 clusters
  Score: Raw -643243.871690 + Penalty 2884.331982 = -640359.539708
  nChanged 48
		SP:Iteration 44Q (90833.050000 sec): 3 clusters
  Score: Raw -643265.234282 + Penalty 2884.331982 = -640380.902300
  nChanged 36
		SP:Iteration 45Q (90833.250000 sec): 3 clusters
  Score: Raw -643280.578863 + Penalty 2884.331982 = -640396.246881
  nChanged 34
		SP:Iteration 46Q (90833.460000 sec): 3 clusters
  Score: Raw -643296.255212 + Penalty 2884.331982 = -640411.923231
  nChanged 34
		SP:Iteration 47Q (90833.660000 sec): 3 clusters
  Score: Raw -643311.542207 + Penalty 2884.331982 = -640427.210225
  nChanged 32
		SP:Iteration 48Q (90833.860000 sec): 3 clusters
  Score: Raw -643323.791025 + Penalty 2884.331982 = -640439.459043
  nChanged 23
		SP:Iteration 49Q (90834.060000 sec): 3 clusters
  Score: Raw -643332.985610 + Penalty 2884.331982 = -640448.653629
  nChanged 18
		SP:Iteration 50Q (90834.260000 sec): 3 clusters
  Score: Raw -643339.222711 + Penalty 2884.331982 = -640454.890729
  nChanged 15
		SP:Iteration 51Q (90834.460000 sec): 3 clusters
  Score: Raw -643343.405641 + Penalty 2884.331982 = -640459.073660
  nChanged 12
		SP:Iteration 52Q (90834.670000 sec): 3 clusters
  Score: Raw -643348.526583 + Penalty 2884.331982 = -640464.194602
  nChanged 16
		SP:Iteration 53Q (90834.870000 sec): 3 clusters
  Score: Raw -643354.206664 + Penalty 2884.331982 = -640469.874682
  nChanged 15
		SP:Iteration 54Q (90835.070000 sec): 3 clusters
  Score: Raw -643360.093495 + Penalty 2884.331982 = -640475.761513
  nChanged 19
		SP:Iteration 55Q (90835.280000 sec): 3 clusters
  Score: Raw -643367.827208 + Penalty 2884.331982 = -640483.495227
  nChanged 16
		SP:Iteration 56Q (90835.480000 sec): 3 clusters
  Score: Raw -643373.840386 + Penalty 2884.331982 = -640489.508404
  nChanged 18
		SP:Iteration 57Q (90835.680000 sec): 3 clusters
  Score: Raw -643380.769294 + Penalty 2884.331982 = -640496.437313
  nChanged 18
		SP:Iteration 58Q (90835.890000 sec): 3 clusters
  Score: Raw -643386.357918 + Penalty 2884.331982 = -640502.025937
  nChanged 15
		SP:Iteration 59Q (90836.000000 sec): 3 clusters
  Score: Raw -643390.739389 + Penalty 2884.331982 = -640506.407407
  nChanged 14
		SP:Iteration 60F (90836.210000 sec): 3 clusters
  Score: Raw -643393.709867 + Penalty 2884.331982 = -640509.377886
  nChanged 9
		SP:Iteration 61Q (90836.380000 sec): 3 clusters
  Score: Raw -643395.597956 + Penalty 2884.331982 = -640511.265974
  nChanged 6
		SP:Iteration 62Q (90836.590000 sec): 3 clusters
  Score: Raw -643397.609458 + Penalty 2884.331982 = -640513.277477
  nChanged 7
		SP:Iteration 63Q (90836.780000 sec): 3 clusters
  Score: Raw -643399.205525 + Penalty 2884.331982 = -640514.873544
  nChanged 4
		SP:Iteration 64Q (90836.990000 sec): 3 clusters
  Score: Raw -643401.262211 + Penalty 2884.331982 = -640516.930230
  nChanged 9
		SP:Iteration 65Q (90837.190000 sec): 3 clusters
  Score: Raw -643405.976879 + Penalty 2884.331982 = -640521.644898
  nChanged 18
		SP:Iteration 66Q (90837.390000 sec): 3 clusters
  Score: Raw -643412.397969 + Penalty 2884.331982 = -640528.065987
  nChanged 15
		SP:Iteration 67Q (90837.590000 sec): 3 clusters
  Score: Raw -643417.335468 + Penalty 2884.331982 = -640533.003487
  nChanged 14
		SP:Iteration 68Q (90837.800000 sec): 3 clusters
  Score: Raw -643420.465260 + Penalty 2884.331982 = -640536.133278
  nChanged 7
		SP:Iteration 69Q (90838.000000 sec): 3 clusters
  Score: Raw -643422.990722 + Penalty 2884.331982 = -640538.658740
  nChanged 5
		SP:Iteration 70Q (90838.200000 sec): 3 clusters
  Score: Raw -643424.661059 + Penalty 2884.331982 = -640540.329078
  nChanged 5
		SP:Iteration 71Q (90838.400000 sec): 3 clusters
  Score: Raw -643425.769370 + Penalty 2884.331982 = -640541.437389
  nChanged 6
		SP:Iteration 72Q (90838.600000 sec): 3 clusters
  Score: Raw -643427.580834 + Penalty 2884.331982 = -640543.248853
  nChanged 10
		SP:Iteration 73Q (90838.810000 sec): 3 clusters
  Score: Raw -643431.353094 + Penalty 2884.331982 = -640547.021112
  nChanged 9
		SP:Iteration 74Q (90839.010000 sec): 3 clusters
  Score: Raw -643435.303502 + Penalty 2884.331982 = -640550.971521
  nChanged 7
		SP:Iteration 75Q (90839.210000 sec): 3 clusters
  Score: Raw -643437.059145 + Penalty 2884.331982 = -640552.727164
  nChanged 8
		SP:Iteration 76Q (90839.420000 sec): 3 clusters
  Score: Raw -643439.075479 + Penalty 2884.331982 = -640554.743498
  nChanged 7
		SP:Iteration 77Q (90839.620000 sec): 3 clusters
  Score: Raw -643440.647344 + Penalty 2884.331982 = -640556.315362
  nChanged 6
		SP:Iteration 78Q (90839.820000 sec): 3 clusters
  Score: Raw -643443.134262 + Penalty 2884.331982 = -640558.802280
  nChanged 4
		SP:Iteration 79Q (90840.020000 sec): 3 clusters
  Score: Raw -643445.228048 + Penalty 2884.331982 = -640560.896066
  nChanged 8
		SP:Iteration 80F (90840.220000 sec): 3 clusters
  Score: Raw -643447.097554 + Penalty 2884.331982 = -640562.765572
  nChanged 1
		SP:Iteration 81Q (90840.430000 sec): 3 clusters
  Score: Raw -643447.229922 + Penalty 2884.331982 = -640562.897940
  nChanged 0
		SP:Iteration 82F (90840.630000 sec): 3 clusters
  Score: Raw -643447.229922 + Penalty 2884.331982 = -640562.897940
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 108 (10146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90840.780000 sec): 2 clusters
  Score: Raw -883090.324167 + Penalty 1499.035658 = -881591.288510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90841.020000 sec): 3 clusters
  Score: Raw -877425.782220 + Penalty 2998.071316 = -874427.710904
  nChanged 4358
		SP:Iteration 1F (90841.240000 sec): 3 clusters
  Score: Raw -879982.500596 + Penalty 2998.071316 = -876984.429281
  nChanged 728
		SP:Iteration 2F (90841.470000 sec): 3 clusters
  Score: Raw -880412.154645 + Penalty 2998.071316 = -877414.083329
  nChanged 654
		SP:Iteration 3F (90841.690000 sec): 3 clusters
  Score: Raw -880764.621127 + Penalty 2998.071316 = -877766.549811
  nChanged 566
		SP:Iteration 4F (90841.920000 sec): 3 clusters
  Score: Raw -881050.552384 + Penalty 2998.071316 = -878052.481068
  nChanged 484
		SP:Iteration 5Q (90842.150000 sec): 3 clusters
  Score: Raw -881305.341238 + Penalty 2998.071316 = -878307.269922
  nChanged 429
		SP:Iteration 6Q (90842.370000 sec): 3 clusters
  Score: Raw -881517.051210 + Penalty 2998.071316 = -878518.979895
  nChanged 402
		SP:Iteration 7Q (90842.590000 sec): 3 clusters
  Score: Raw -881699.819767 + Penalty 2998.071316 = -878701.748451
  nChanged 325
		SP:Iteration 8Q (90842.820000 sec): 3 clusters
  Score: Raw -881859.653651 + Penalty 2998.071316 = -878861.582335
  nChanged 326
		SP:Iteration 9Q (90843.080000 sec): 3 clusters
  Score: Raw -882024.311499 + Penalty 2998.071316 = -879026.240183
  nChanged 314
		SP:Iteration 10Q (90843.310000 sec): 3 clusters
  Score: Raw -882174.810631 + Penalty 2998.071316 = -879176.739315
  nChanged 302
		SP:Iteration 11Q (90843.540000 sec): 3 clusters
  Score: Raw -882309.239737 + Penalty 2998.071316 = -879311.168421
  nChanged 258
		SP:Iteration 12Q (90843.810000 sec): 3 clusters
  Score: Raw -882423.794159 + Penalty 2998.071316 = -879425.722843
  nChanged 248
		SP:Iteration 13Q (90844.030000 sec): 3 clusters
  Score: Raw -882518.420323 + Penalty 2998.071316 = -879520.349007
  nChanged 182
		SP:Iteration 14Q (90844.260000 sec): 3 clusters
  Score: Raw -882587.175960 + Penalty 2998.071316 = -879589.104644
  nChanged 168
		SP:Iteration 15Q (90844.530000 sec): 3 clusters
  Score: Raw -882651.690559 + Penalty 2998.071316 = -879653.619243
  nChanged 157
		SP:Iteration 16Q (90844.750000 sec): 3 clusters
  Score: Raw -882714.293340 + Penalty 2998.071316 = -879716.222024
  nChanged 138
		SP:Iteration 17Q (90845.020000 sec): 3 clusters
  Score: Raw -882762.687307 + Penalty 2998.071316 = -879764.615991
  nChanged 128
		SP:Iteration 18Q (90845.290000 sec): 3 clusters
  Score: Raw -882804.909763 + Penalty 2998.071316 = -879806.838447
  nChanged 122
		SP:Iteration 19Q (90845.550000 sec): 3 clusters
  Score: Raw -882842.896407 + Penalty 2998.071316 = -879844.825091
  nChanged 119
		SP:Iteration 20F (90845.780000 sec): 3 clusters
  Score: Raw -882878.371126 + Penalty 2998.071316 = -879880.299810
  nChanged 101
		SP:Iteration 21Q (90846.000000 sec): 3 clusters
  Score: Raw -882907.004238 + Penalty 2998.071316 = -879908.932923
  nChanged 96
		SP:Iteration 22Q (90846.270000 sec): 3 clusters
  Score: Raw -882933.287887 + Penalty 2998.071316 = -879935.216572
  nChanged 83
		SP:Iteration 23Q (90846.530000 sec): 3 clusters
  Score: Raw -882955.456923 + Penalty 2998.071316 = -879957.385608
  nChanged 66
		SP:Iteration 24Q (90846.810000 sec): 3 clusters
  Score: Raw -882969.671340 + Penalty 2998.071316 = -879971.600024
  nChanged 52
		SP:Iteration 25Q (90847.050000 sec): 3 clusters
  Score: Raw -882980.511373 + Penalty 2998.071316 = -879982.440057
  nChanged 56
		SP:Iteration 26Q (90847.310000 sec): 3 clusters
  Score: Raw -882993.660708 + Penalty 2998.071316 = -879995.589392
  nChanged 52
		SP:Iteration 27Q (90847.580000 sec): 3 clusters
  Score: Raw -883005.547736 + Penalty 2998.071316 = -880007.476420
  nChanged 57
		SP:Iteration 28Q (90847.800000 sec): 3 clusters
  Score: Raw -883016.668705 + Penalty 2998.071316 = -880018.597390
  nChanged 47
		SP:Iteration 29Q (90848.030000 sec): 3 clusters
  Score: Raw -883026.103655 + Penalty 2998.071316 = -880028.032340
  nChanged 45
		SP:Iteration 30Q (90848.250000 sec): 3 clusters
  Score: Raw -883034.402119 + Penalty 2998.071316 = -880036.330804
  nChanged 31
		SP:Iteration 31Q (90848.520000 sec): 3 clusters
  Score: Raw -883040.227581 + Penalty 2998.071316 = -880042.156265
  nChanged 35
		SP:Iteration 32Q (90848.750000 sec): 3 clusters
  Score: Raw -883046.879202 + Penalty 2998.071316 = -880048.807886
  nChanged 47
		SP:Iteration 33Q (90849.020000 sec): 3 clusters
  Score: Raw -883058.054323 + Penalty 2998.071316 = -880059.983007
  nChanged 50
		SP:Iteration 34Q (90849.240000 sec): 3 clusters
  Score: Raw -883067.633141 + Penalty 2998.071316 = -880069.561826
  nChanged 42
		SP:Iteration 35Q (90849.470000 sec): 3 clusters
  Score: Raw -883076.304986 + Penalty 2998.071316 = -880078.233670
  nChanged 46
		SP:Iteration 36Q (90849.780000 sec): 3 clusters
  Score: Raw -883085.380148 + Penalty 2998.071316 = -880087.308832
  nChanged 52
		SP:Iteration 37Q (90849.960000 sec): 3 clusters
  Score: Raw -883095.951107 + Penalty 2998.071316 = -880097.879791
  nChanged 41
		SP:Iteration 38Q (90850.230000 sec): 3 clusters
  Score: Raw -883102.815422 + Penalty 2998.071316 = -880104.744106
  nChanged 38
		SP:Iteration 39Q (90850.490000 sec): 3 clusters
  Score: Raw -883109.513585 + Penalty 2998.071316 = -880111.442269
  nChanged 40
		SP:Iteration 40F (90850.760000 sec): 3 clusters
  Score: Raw -883115.875844 + Penalty 2998.071316 = -880117.804528
  nChanged 31
		SP:Iteration 41Q (90851.020000 sec): 3 clusters
  Score: Raw -883120.448970 + Penalty 2998.071316 = -880122.377654
  nChanged 31
		SP:Iteration 42Q (90851.240000 sec): 3 clusters
  Score: Raw -883125.116101 + Penalty 2998.071316 = -880127.044785
  nChanged 30
		SP:Iteration 43Q (90851.510000 sec): 3 clusters
  Score: Raw -883129.122170 + Penalty 2998.071316 = -880131.050854
  nChanged 18
		SP:Iteration 44Q (90851.730000 sec): 3 clusters
  Score: Raw -883131.861106 + Penalty 2998.071316 = -880133.789790
  nChanged 21
		SP:Iteration 45Q (90852.000000 sec): 3 clusters
  Score: Raw -883134.557513 + Penalty 2998.071316 = -880136.486197
  nChanged 17
		SP:Iteration 46Q (90852.270000 sec): 3 clusters
  Score: Raw -883137.030586 + Penalty 2998.071316 = -880138.959270
  nChanged 19
		SP:Iteration 47Q (90852.530000 sec): 3 clusters
  Score: Raw -883139.358626 + Penalty 2998.071316 = -880141.287310
  nChanged 14
		SP:Iteration 48Q (90852.840000 sec): 3 clusters
  Score: Raw -883141.332350 + Penalty 2998.071316 = -880143.261034
  nChanged 13
		SP:Iteration 49Q (90853.010000 sec): 3 clusters
  Score: Raw -883143.551781 + Penalty 2998.071316 = -880145.480465
  nChanged 21
		SP:Iteration 50Q (90853.320000 sec): 3 clusters
  Score: Raw -883148.334645 + Penalty 2998.071316 = -880150.263329
  nChanged 27
		SP:Iteration 51Q (90853.540000 sec): 3 clusters
  Score: Raw -883154.411634 + Penalty 2998.071316 = -880156.340318
  nChanged 28
		SP:Iteration 52Q (90853.800000 sec): 3 clusters
  Score: Raw -883158.211690 + Penalty 2998.071316 = -880160.140374
  nChanged 27
		SP:Iteration 53Q (90854.090000 sec): 3 clusters
  Score: Raw -883163.320315 + Penalty 2998.071316 = -880165.248999
  nChanged 25
		SP:Iteration 54Q (90854.280000 sec): 3 clusters
  Score: Raw -883167.027387 + Penalty 2998.071316 = -880168.956071
  nChanged 24
		SP:Iteration 55Q (90854.540000 sec): 3 clusters
  Score: Raw -883170.016810 + Penalty 2998.071316 = -880171.945494
  nChanged 19
		SP:Iteration 56Q (90854.800000 sec): 3 clusters
  Score: Raw -883172.990020 + Penalty 2998.071316 = -880174.918704
  nChanged 20
		SP:Iteration 57Q (90855.030000 sec): 3 clusters
  Score: Raw -883176.841877 + Penalty 2998.071316 = -880178.770561
  nChanged 24
		SP:Iteration 58Q (90855.250000 sec): 3 clusters
  Score: Raw -883180.886267 + Penalty 2998.071316 = -880182.814951
  nChanged 20
		SP:Iteration 59Q (90855.520000 sec): 3 clusters
  Score: Raw -883184.048378 + Penalty 2998.071316 = -880185.977062
  nChanged 24
		SP:Iteration 60F (90855.780000 sec): 3 clusters
  Score: Raw -883187.485465 + Penalty 2998.071316 = -880189.414149
  nChanged 17
		SP:Iteration 61Q (90856.020000 sec): 3 clusters
  Score: Raw -883189.778424 + Penalty 2998.071316 = -880191.707108
  nChanged 22
		SP:Iteration 62Q (90856.200000 sec): 3 clusters
  Score: Raw -883192.722431 + Penalty 2998.071316 = -880194.651115
  nChanged 25
		SP:Iteration 63Q (90856.430000 sec): 3 clusters
  Score: Raw -883196.245538 + Penalty 2998.071316 = -880198.174222
  nChanged 25
		SP:Iteration 64Q (90856.660000 sec): 3 clusters
  Score: Raw -883199.900264 + Penalty 2998.071316 = -880201.828948
  nChanged 22
		SP:Iteration 65Q (90856.880000 sec): 3 clusters
  Score: Raw -883202.879483 + Penalty 2998.071316 = -880204.808167
  nChanged 18
		SP:Iteration 66Q (90857.100000 sec): 3 clusters
  Score: Raw -883205.669668 + Penalty 2998.071316 = -880207.598352
  nChanged 21
		SP:Iteration 67Q (90857.360000 sec): 3 clusters
  Score: Raw -883208.403852 + Penalty 2998.071316 = -880210.332536
  nChanged 15
		SP:Iteration 68Q (90857.590000 sec): 3 clusters
  Score: Raw -883211.043763 + Penalty 2998.071316 = -880212.972447
  nChanged 11
		SP:Iteration 69Q (90857.820000 sec): 3 clusters
  Score: Raw -883212.253131 + Penalty 2998.071316 = -880214.181815
  nChanged 9
		SP:Iteration 70Q (90858.040000 sec): 3 clusters
  Score: Raw -883213.199105 + Penalty 2998.071316 = -880215.127789
  nChanged 7
		SP:Iteration 71Q (90858.320000 sec): 3 clusters
  Score: Raw -883214.152765 + Penalty 2998.071316 = -880216.081450
  nChanged 8
		SP:Iteration 72Q (90858.540000 sec): 3 clusters
  Score: Raw -883214.858133 + Penalty 2998.071316 = -880216.786817
  nChanged 7
		SP:Iteration 73Q (90858.760000 sec): 3 clusters
  Score: Raw -883215.873892 + Penalty 2998.071316 = -880217.802576
  nChanged 2
		SP:Iteration 74Q (90858.980000 sec): 3 clusters
  Score: Raw -883216.058716 + Penalty 2998.071316 = -880217.987400
  nChanged 1
		SP:Iteration 75Q (90859.210000 sec): 3 clusters
  Score: Raw -883216.377006 + Penalty 2998.071316 = -880218.305690
  nChanged 3
		SP:Iteration 76Q (90859.430000 sec): 3 clusters
  Score: Raw -883216.847521 + Penalty 2998.071316 = -880218.776205
  nChanged 8
		SP:Iteration 77Q (90859.650000 sec): 3 clusters
  Score: Raw -883217.655970 + Penalty 2998.071316 = -880219.584654
  nChanged 3
		SP:Iteration 78Q (90859.880000 sec): 3 clusters
  Score: Raw -883217.944994 + Penalty 2998.071316 = -880219.873678
  nChanged 4
		SP:Iteration 79Q (90860.140000 sec): 3 clusters
  Score: Raw -883218.312428 + Penalty 2998.071316 = -880220.241112
  nChanged 1
		SP:Iteration 80F (90860.410000 sec): 3 clusters
  Score: Raw -883218.494339 + Penalty 2998.071316 = -880220.423023
  nChanged 1
		SP:Iteration 81Q (90860.670000 sec): 3 clusters
  Score: Raw -883218.599508 + Penalty 2998.071316 = -880220.528192
  nChanged 0
		SP:Iteration 82F (90860.940000 sec): 3 clusters
  Score: Raw -883218.599508 + Penalty 2998.071316 = -880220.528192
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 109 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90861.030000 sec): 2 clusters
  Score: Raw -209162.674895 + Penalty 1280.569281 = -207882.105614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90861.200000 sec): 3 clusters
  Score: Raw -207985.069965 + Penalty 2561.138562 = -205423.931403
  nChanged 955
		SP:Iteration 1F (90861.380000 sec): 3 clusters
  Score: Raw -208698.780266 + Penalty 2561.138562 = -206137.641705
  nChanged 233
		SP:Iteration 2F (90861.560000 sec): 3 clusters
  Score: Raw -208894.038336 + Penalty 2561.138562 = -206332.899774
  nChanged 168
		SP:Iteration 3F (90861.730000 sec): 3 clusters
  Score: Raw -209035.580162 + Penalty 2561.138562 = -206474.441600
  nChanged 134
		SP:Iteration 4F (90861.910000 sec): 3 clusters
  Score: Raw -209131.646450 + Penalty 2561.138562 = -206570.507889
  nChanged 105
		SP:Iteration 5Q (90862.070000 sec): 3 clusters
  Score: Raw -209209.700927 + Penalty 2561.138562 = -206648.562365
  nChanged 94
		SP:Iteration 6Q (90862.250000 sec): 3 clusters
  Score: Raw -209271.570039 + Penalty 2561.138562 = -206710.431477
  nChanged 69
		SP:Iteration 7Q (90862.420000 sec): 3 clusters
  Score: Raw -209307.605887 + Penalty 2561.138562 = -206746.467326
  nChanged 52
		SP:Iteration 8Q (90862.600000 sec): 3 clusters
  Score: Raw -209337.084192 + Penalty 2561.138562 = -206775.945630
  nChanged 48
		SP:Iteration 9Q (90862.780000 sec): 3 clusters
  Score: Raw -209365.253684 + Penalty 2561.138562 = -206804.115122
  nChanged 52
		SP:Iteration 10Q (90862.950000 sec): 3 clusters
  Score: Raw -209386.807558 + Penalty 2561.138562 = -206825.668997
  nChanged 28
		SP:Iteration 11Q (90863.130000 sec): 3 clusters
  Score: Raw -209399.992215 + Penalty 2561.138562 = -206838.853653
  nChanged 24
		SP:Iteration 12Q (90863.300000 sec): 3 clusters
  Score: Raw -209412.728978 + Penalty 2561.138562 = -206851.590416
  nChanged 25
		SP:Iteration 13Q (90863.480000 sec): 3 clusters
  Score: Raw -209425.997113 + Penalty 2561.138562 = -206864.858551
  nChanged 13
		SP:Iteration 14Q (90863.650000 sec): 3 clusters
  Score: Raw -209432.488618 + Penalty 2561.138562 = -206871.350056
  nChanged 16
		SP:Iteration 15Q (90863.830000 sec): 3 clusters
  Score: Raw -209444.027548 + Penalty 2561.138562 = -206882.888986
  nChanged 20
		SP:Iteration 16Q (90864.000000 sec): 3 clusters
  Score: Raw -209454.686984 + Penalty 2561.138562 = -206893.548422
  nChanged 19
		SP:Iteration 17Q (90864.180000 sec): 3 clusters
  Score: Raw -209463.206594 + Penalty 2561.138562 = -206902.068033
  nChanged 15
		SP:Iteration 18Q (90864.360000 sec): 3 clusters
  Score: Raw -209470.131066 + Penalty 2561.138562 = -206908.992504
  nChanged 15
		SP:Iteration 19Q (90864.530000 sec): 3 clusters
  Score: Raw -209479.334323 + Penalty 2561.138562 = -206918.195762
  nChanged 18
		SP:Iteration 20F (90864.710000 sec): 3 clusters
  Score: Raw -209490.481903 + Penalty 2561.138562 = -206929.343341
  nChanged 22
		SP:Iteration 21Q (90864.880000 sec): 3 clusters
  Score: Raw -209501.154462 + Penalty 2561.138562 = -206940.015900
  nChanged 21
		SP:Iteration 22Q (90865.060000 sec): 3 clusters
  Score: Raw -209510.752496 + Penalty 2561.138562 = -206949.613934
  nChanged 11
		SP:Iteration 23Q (90865.280000 sec): 3 clusters
  Score: Raw -209515.024175 + Penalty 2561.138562 = -206953.885613
  nChanged 9
		SP:Iteration 24Q (90865.440000 sec): 3 clusters
  Score: Raw -209520.119101 + Penalty 2561.138562 = -206958.980539
  nChanged 9
		SP:Iteration 25Q (90865.610000 sec): 3 clusters
  Score: Raw -209526.329645 + Penalty 2561.138562 = -206965.191083
  nChanged 10
		SP:Iteration 26Q (90865.790000 sec): 3 clusters
  Score: Raw -209531.847743 + Penalty 2561.138562 = -206970.709181
  nChanged 11
		SP:Iteration 27Q (90865.960000 sec): 3 clusters
  Score: Raw -209538.201959 + Penalty 2561.138562 = -206977.063398
  nChanged 11
		SP:Iteration 28Q (90866.140000 sec): 3 clusters
  Score: Raw -209543.844856 + Penalty 2561.138562 = -206982.706294
  nChanged 10
		SP:Iteration 29Q (90866.320000 sec): 3 clusters
  Score: Raw -209548.797130 + Penalty 2561.138562 = -206987.658568
  nChanged 10
		SP:Iteration 30Q (90866.490000 sec): 3 clusters
  Score: Raw -209553.613699 + Penalty 2561.138562 = -206992.475137
  nChanged 8
		SP:Iteration 31Q (90866.670000 sec): 3 clusters
  Score: Raw -209557.240867 + Penalty 2561.138562 = -206996.102305
  nChanged 7
		SP:Iteration 32Q (90866.840000 sec): 3 clusters
  Score: Raw -209561.285699 + Penalty 2561.138562 = -207000.147137
  nChanged 10
		SP:Iteration 33Q (90867.020000 sec): 3 clusters
  Score: Raw -209568.211451 + Penalty 2561.138562 = -207007.072889
  nChanged 13
		SP:Iteration 34Q (90867.200000 sec): 3 clusters
  Score: Raw -209581.348490 + Penalty 2561.138562 = -207020.209928
  nChanged 22
		SP:Iteration 35Q (90867.370000 sec): 3 clusters
  Score: Raw -209601.281575 + Penalty 2561.138562 = -207040.143013
  nChanged 22
		SP:Iteration 36Q (90867.550000 sec): 3 clusters
  Score: Raw -209629.767263 + Penalty 2561.138562 = -207068.628701
  nChanged 29
		SP:Iteration 37Q (90867.720000 sec): 3 clusters
  Score: Raw -209652.706522 + Penalty 2561.138562 = -207091.567960
  nChanged 32
		SP:Iteration 38Q (90867.900000 sec): 3 clusters
  Score: Raw -209674.353065 + Penalty 2561.138562 = -207113.214503
  nChanged 28
		SP:Iteration 39Q (90868.080000 sec): 3 clusters
  Score: Raw -209694.532239 + Penalty 2561.138562 = -207133.393677
  nChanged 34
		SP:Iteration 40F (90868.250000 sec): 3 clusters
  Score: Raw -209715.955847 + Penalty 2561.138562 = -207154.817286
  nChanged 32
		SP:Iteration 41Q (90868.410000 sec): 3 clusters
  Score: Raw -209735.982277 + Penalty 2561.138562 = -207174.843715
  nChanged 31
		SP:Iteration 42Q (90868.580000 sec): 3 clusters
  Score: Raw -209757.531004 + Penalty 2561.138562 = -207196.392443
  nChanged 33
		SP:Iteration 43Q (90868.760000 sec): 3 clusters
  Score: Raw -209780.732583 + Penalty 2561.138562 = -207219.594021
  nChanged 32
		SP:Iteration 44Q (90868.930000 sec): 3 clusters
  Score: Raw -209802.874034 + Penalty 2561.138562 = -207241.735472
  nChanged 28
		SP:Iteration 45Q (90869.110000 sec): 3 clusters
  Score: Raw -209824.425860 + Penalty 2561.138562 = -207263.287298
  nChanged 32
		SP:Iteration 46Q (90869.280000 sec): 3 clusters
  Score: Raw -209850.285591 + Penalty 2561.138562 = -207289.147029
  nChanged 26
		SP:Iteration 47Q (90869.460000 sec): 3 clusters
  Score: Raw -209867.184098 + Penalty 2561.138562 = -207306.045536
  nChanged 32
		SP:Iteration 48Q (90869.630000 sec): 3 clusters
  Score: Raw -209890.596662 + Penalty 2561.138562 = -207329.458100
  nChanged 22
		SP:Iteration 49Q (90869.810000 sec): 3 clusters
  Score: Raw -209906.186214 + Penalty 2561.138562 = -207345.047652
  nChanged 22
		SP:Iteration 50Q (90869.980000 sec): 3 clusters
  Score: Raw -209920.187950 + Penalty 2561.138562 = -207359.049388
  nChanged 21
		SP:Iteration 51Q (90870.160000 sec): 3 clusters
  Score: Raw -209931.677006 + Penalty 2561.138562 = -207370.538444
  nChanged 14
		SP:Iteration 52Q (90870.320000 sec): 3 clusters
  Score: Raw -209940.288634 + Penalty 2561.138562 = -207379.150072
  nChanged 14
		SP:Iteration 53Q (90870.510000 sec): 3 clusters
  Score: Raw -209947.317282 + Penalty 2561.138562 = -207386.178720
  nChanged 8
		SP:Iteration 54Q (90870.660000 sec): 3 clusters
  Score: Raw -209950.813935 + Penalty 2561.138562 = -207389.675373
  nChanged 7
		SP:Iteration 55Q (90870.840000 sec): 3 clusters
  Score: Raw -209953.973988 + Penalty 2561.138562 = -207392.835426
  nChanged 9
		SP:Iteration 56Q (90871.020000 sec): 3 clusters
  Score: Raw -209958.742763 + Penalty 2561.138562 = -207397.604201
  nChanged 6
		SP:Iteration 57Q (90871.190000 sec): 3 clusters
  Score: Raw -209961.447011 + Penalty 2561.138562 = -207400.308449
  nChanged 6
		SP:Iteration 58Q (90871.370000 sec): 3 clusters
  Score: Raw -209963.340715 + Penalty 2561.138562 = -207402.202153
  nChanged 2
		SP:Iteration 59Q (90871.540000 sec): 3 clusters
  Score: Raw -209963.847722 + Penalty 2561.138562 = -207402.709160
  nChanged 2
		SP:Iteration 60F (90871.720000 sec): 3 clusters
  Score: Raw -209964.347139 + Penalty 2561.138562 = -207403.208577
  nChanged 1
		SP:Iteration 61Q (90871.900000 sec): 3 clusters
  Score: Raw -209964.715269 + Penalty 2561.138562 = -207403.576707
  nChanged 1
		SP:Iteration 62Q (90872.070000 sec): 3 clusters
  Score: Raw -209964.944226 + Penalty 2561.138562 = -207403.805664
  nChanged 2
		SP:Iteration 63Q (90872.250000 sec): 3 clusters
  Score: Raw -209965.757233 + Penalty 2561.138562 = -207404.618671
  nChanged 2
		SP:Iteration 64Q (90872.420000 sec): 3 clusters
  Score: Raw -209966.787025 + Penalty 2561.138562 = -207405.648464
  nChanged 4
		SP:Iteration 65Q (90872.600000 sec): 3 clusters
  Score: Raw -209968.224504 + Penalty 2561.138562 = -207407.085942
  nChanged 2
		SP:Iteration 66Q (90872.780000 sec): 3 clusters
  Score: Raw -209969.428081 + Penalty 2561.138562 = -207408.289519
  nChanged 2
		SP:Iteration 67Q (90872.950000 sec): 3 clusters
  Score: Raw -209970.759071 + Penalty 2561.138562 = -207409.620509
  nChanged 3
		SP:Iteration 68Q (90873.120000 sec): 3 clusters
  Score: Raw -209971.947777 + Penalty 2561.138562 = -207410.809215
  nChanged 4
		SP:Iteration 69Q (90873.300000 sec): 3 clusters
  Score: Raw -209974.897191 + Penalty 2561.138562 = -207413.758629
  nChanged 2
		SP:Iteration 70Q (90873.480000 sec): 3 clusters
  Score: Raw -209975.692147 + Penalty 2561.138562 = -207414.553585
  nChanged 4
		SP:Iteration 71Q (90873.650000 sec): 3 clusters
  Score: Raw -209977.576295 + Penalty 2561.138562 = -207416.437733
  nChanged 5
		SP:Iteration 72Q (90873.830000 sec): 3 clusters
  Score: Raw -209980.149890 + Penalty 2561.138562 = -207419.011328
  nChanged 3
		SP:Iteration 73Q (90874.000000 sec): 3 clusters
  Score: Raw -209980.714558 + Penalty 2561.138562 = -207419.575996
  nChanged 1
		SP:Iteration 74Q (90874.180000 sec): 3 clusters
  Score: Raw -209981.239907 + Penalty 2561.138562 = -207420.101345
  nChanged 1
		SP:Iteration 75Q (90874.360000 sec): 3 clusters
  Score: Raw -209981.607173 + Penalty 2561.138562 = -207420.468611
  nChanged 0
		SP:Iteration 76F (90874.530000 sec): 3 clusters
  Score: Raw -209981.607173 + Penalty 2561.138562 = -207420.468611
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 110 (2031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90874.620000 sec): 2 clusters
  Score: Raw -170837.578325 + Penalty 1237.646079 = -169599.932246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90874.800000 sec): 3 clusters
  Score: Raw -169997.876941 + Penalty 2475.292158 = -167522.584784
  nChanged 762
		SP:Iteration 1F (90874.970000 sec): 3 clusters
  Score: Raw -170547.298718 + Penalty 2475.292158 = -168072.006560
  nChanged 155
		SP:Iteration 2F (90875.150000 sec): 3 clusters
  Score: Raw -170663.443213 + Penalty 2475.292158 = -168188.151055
  nChanged 103
		SP:Iteration 3F (90875.320000 sec): 3 clusters
  Score: Raw -170757.897798 + Penalty 2475.292158 = -168282.605641
  nChanged 116
		SP:Iteration 4F (90875.500000 sec): 3 clusters
  Score: Raw -170885.687658 + Penalty 2475.292158 = -168410.395501
  nChanged 88
		SP:Iteration 5Q (90875.680000 sec): 3 clusters
  Score: Raw -170984.419991 + Penalty 2475.292158 = -168509.127834
  nChanged 74
		SP:Iteration 6Q (90875.850000 sec): 3 clusters
  Score: Raw -171060.154113 + Penalty 2475.292158 = -168584.861956
  nChanged 71
		SP:Iteration 7Q (90876.030000 sec): 3 clusters
  Score: Raw -171111.002336 + Penalty 2475.292158 = -168635.710179
  nChanged 43
		SP:Iteration 8Q (90876.200000 sec): 3 clusters
  Score: Raw -171141.761750 + Penalty 2475.292158 = -168666.469592
  nChanged 33
		SP:Iteration 9Q (90876.380000 sec): 3 clusters
  Score: Raw -171161.502664 + Penalty 2475.292158 = -168686.210506
  nChanged 25
		SP:Iteration 10Q (90876.560000 sec): 3 clusters
  Score: Raw -171172.119145 + Penalty 2475.292158 = -168696.826988
  nChanged 15
		SP:Iteration 11Q (90876.730000 sec): 3 clusters
  Score: Raw -171180.034427 + Penalty 2475.292158 = -168704.742270
  nChanged 12
		SP:Iteration 12Q (90876.900000 sec): 3 clusters
  Score: Raw -171186.691657 + Penalty 2475.292158 = -168711.399500
  nChanged 8
		SP:Iteration 13Q (90877.080000 sec): 3 clusters
  Score: Raw -171190.204896 + Penalty 2475.292158 = -168714.912739
  nChanged 6
		SP:Iteration 14Q (90877.260000 sec): 3 clusters
  Score: Raw -171192.690461 + Penalty 2475.292158 = -168717.398304
  nChanged 3
		SP:Iteration 15Q (90877.430000 sec): 3 clusters
  Score: Raw -171194.077619 + Penalty 2475.292158 = -168718.785462
  nChanged 2
		SP:Iteration 16Q (90877.610000 sec): 3 clusters
  Score: Raw -171194.958115 + Penalty 2475.292158 = -168719.665958
  nChanged 4
		SP:Iteration 17Q (90877.780000 sec): 3 clusters
  Score: Raw -171199.044320 + Penalty 2475.292158 = -168723.752163
  nChanged 2
		SP:Iteration 18Q (90877.960000 sec): 3 clusters
  Score: Raw -171199.928818 + Penalty 2475.292158 = -168724.636661
  nChanged 2
		SP:Iteration 19Q (90878.140000 sec): 3 clusters
  Score: Raw -171200.461512 + Penalty 2475.292158 = -168725.169354
  nChanged 0
		SP:Iteration 20F (90878.310000 sec): 3 clusters
  Score: Raw -171200.461512 + Penalty 2475.292158 = -168725.169354
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 111 (3889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (90878.420000 sec): 2 clusters
  Score: Raw -320846.285718 + Penalty 1343.209942 = -319503.075776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (90878.590000 sec): 3 clusters
  Score: Raw -318882.856074 + Penalty 2686.419884 = -316196.436190
  nChanged 1577
		SP:Iteration 1F (90878.770000 sec): 3 clusters
  Score: Raw -319790.052644 + Penalty 2686.419884 = -317103.632761
  nChanged 339
		SP:Iteration 2F (90878.940000 sec): 3 clusters
  Score: Raw -320018.186873 + Penalty 2686.419884 = -317331.766989
  nChanged 254
		SP:Iteration 3F (90879.120000 sec): 3 clusters
  Score: Raw -320213.674190 + Penalty 2686.419884 = -317527.254306
  nChanged 240
		SP:Iteration 4F (90879.300000 sec): 3 clusters
  Score: Raw -320386.472406 + Penalty 2686.419884 = -317700.052523
  nChanged 176
		SP:Iteration 5Q (90879.470000 sec): 3 clusters
  Score: Raw -320520.501668 + Penalty 2686.419884 = -317834.081784
  nChanged 152
		SP:Iteration 6Q (90879.650000 sec): 3 clusters
  Score: Raw -320636.121480 + Penalty 2686.419884 = -317949.701596
  nChanged 145
		SP:Iteration 7Q (90879.820000 sec): 3 clusters
  Score: Raw -320747.955166 + Penalty 2686.419884 = -318061.535282
  nChanged 111
		SP:Iteration 8Q (90880.000000 sec): 3 clusters
  Score: Raw -320814.875105 + Penalty 2686.419884 = -318128.455222
  nChanged 95
		SP:Iteration 9Q (90880.180000 sec): 3 clusters
  Score: Raw -320864.899885 + Penalty 2686.419884 = -318178.480001
  nChanged 89
		SP:Iteration 10Q (90880.350000 sec): 3 clusters
  Score: Raw -320917.404312 + Penalty 2686.419884 = -318230.984428
  nChanged 80
		SP:Iteration 11Q (90880.530000 sec): 3 clusters
  Score: Raw -320978.513645 + Penalty 2686.419884 = -318292.093762
  nChanged 86
		SP:Iteration 12Q (90880.710000 sec): 3 clusters
  Score: Raw -321043.848830 + Penalty 2686.419884 = -318357.428947
  nChanged 92
		SP:Iteration 13Q (90880.880000 sec): 3 clusters
  Score: Raw -321107.676869 + Penalty 2686.419884 = -318421.256986
  nChanged 79
		SP:Iteration 14Q (90881.060000 sec): 3 clusters
  Score: Raw -321160.397589 + Penalty 2686.419884 = -318473.977705
  nChanged 73
		SP:Iteration 15Q (90881.230000 sec): 3 clusters
  Score: Raw -321218.723729 + Penalty 2686.419884 = -318532.303845
  nChanged 70
		SP:Iteration 16Q (90881.410000 sec): 3 clusters
  Score: Raw -321280.929168 + Penalty 2686.419884 = -318594.509284
  nChanged 83
		SP:Iteration 17Q (90881.590000 sec): 3 clusters
  Score: Raw -321346.948486 + Penalty 2686.419884 = -318660.528602
  nChanged 70
		SP:Iteration 18Q (90881.760000 sec): 3 clusters
  Score: Raw -321396.632255 + Penalty 2686.419884 = -318710.212371
  nChanged 55
		SP:Iteration 19Q (90881.940000 sec): 3 clusters
  Score: Raw -321428.016482 + Penalty 2686.419884 = -318741.596598
  nChanged 47
		SP:Iteration 20F (90882.110000 sec): 3 clusters
  Score: Raw -321454.318433 + Penalty 2686.419884 = -318767.898549
  nChanged 36
		SP:Iteration 21Q (90882.290000 sec): 3 clusters
  Score: Raw -321481.941295 + Penalty 2686.419884 = -318795.521412
  nChanged 46
		SP:Iteration 22Q (90882.470000 sec): 3 clusters
  Score: Raw -321510.707890 + Penalty 2686.419884 = -318824.288006
  nChanged 33
		SP:Iteration 23Q (90882.640000 sec): 3 clusters
  Score: Raw -321532.099637 + Penalty 2686.419884 = -318845.679753
  nChanged 34
		SP:Iteration 24Q (90882.810000 sec): 3 clusters
  Score: Raw -321548.945000 + Penalty 2686.419884 = -318862.525116
  nChanged 24
		SP:Iteration 25Q (90882.990000 sec): 3 clusters
  Score: Raw -321560.207677 + Penalty 2686.419884 = -318873.787794
  nChanged 23
		SP:Iteration 26Q (90883.170000 sec): 3 clusters
  Score: Raw -321568.791768 + Penalty 2686.419884 = -318882.371885
  nChanged 9
		SP:Iteration 27Q (90883.340000 sec): 3 clusters
  Score: Raw -321572.180756 + Penalty 2686.419884 = -318885.760872
  nChanged 8
		SP:Iteration 28Q (90883.520000 sec): 3 clusters
  Score: Raw -321574.084643 + Penalty 2686.419884 = -318887.664759
  nChanged 5
		SP:Iteration 29Q (90883.690000 sec): 3 clusters
  Score: Raw -321574.876359 + Penalty 2686.419884 = -318888.456475
  nChanged 6
		SP:Iteration 30Q (90883.870000 sec): 3 clusters
  Score: Raw -321575.905130 + Penalty 2686.419884 = -318889.485247
  nChanged 2
		SP:Iteration 31Q (90884.050000 sec): 3 clusters
  Score: Raw -321576.432649 + Penalty 2686.419884 = -318890.012765
  nChanged 0
		SP:Iteration 32F (90884.220000 sec): 3 clusters
  Score: Raw -321576.432649 + Penalty 2686.419884 = -318890.012765
  nChanged 0
Iteration 499Q (91075.220000 sec): 112 clusters
  Score: Raw -47046342.039641 + Penalty 239366.094331 = -46806975.945310
  nChanged 53
Iteration 500F (91286.890000 sec): 112 clusters
  Score: Raw -47046348.102955 + Penalty 239366.094331 = -46806982.008624
  nChanged 58
Iteration 501Q (91472.830000 sec): 112 clusters
  Score: Raw -47046354.000822 + Penalty 239366.094331 = -46806987.906491
  nChanged 42
Iteration 502Q (91662.030000 sec): 112 clusters
  Score: Raw -47046358.411537 + Penalty 239366.094331 = -46806992.317206
  nChanged 39
Iteration 503Q (91862.360000 sec): 112 clusters
  Score: Raw -47046362.552761 + Penalty 239366.094331 = -46806996.458430
  nChanged 29
Iteration 504Q (92053.420000 sec): 112 clusters
  Score: Raw -47046365.224088 + Penalty 239366.094331 = -46806999.129757
  nChanged 28
Iteration 505Q (92247.520000 sec): 112 clusters
  Score: Raw -47046368.070528 + Penalty 239366.094331 = -46807001.976197
  nChanged 20
Iteration 506Q (92442.720000 sec): 112 clusters
  Score: Raw -47046370.415930 + Penalty 239366.094331 = -46807004.321599
  nChanged 13
Iteration 507Q (92644.950000 sec): 112 clusters
  Score: Raw -47046371.392958 + Penalty 239366.094331 = -46807005.298627
  nChanged 11
Iteration 508Q (92839.090000 sec): 112 clusters
  Score: Raw -47046372.375683 + Penalty 239366.094331 = -46807006.281352
  nChanged 12
Iteration 509Q (93031.730000 sec): 112 clusters
  Score: Raw -47046373.887931 + Penalty 239366.094331 = -46807007.793600
  nChanged 17
Iteration 510Q (93225.400000 sec): 112 clusters
  Score: Raw -47046375.206409 + Penalty 239366.094331 = -46807009.112078
  nChanged 18
Iteration 511Q (93427.280000 sec): 112 clusters
  Score: Raw -47046376.474142 + Penalty 239366.094331 = -46807010.379811
  nChanged 15
Iteration 512Q (93620.850000 sec): 112 clusters
  Score: Raw -47046377.831729 + Penalty 239366.094331 = -46807011.737398
  nChanged 10
Iteration 513Q (93819.910000 sec): 112 clusters
  Score: Raw -47046378.545581 + Penalty 239366.094331 = -46807012.451250
  nChanged 11
Iteration 514Q (94022.440000 sec): 112 clusters
  Score: Raw -47046379.601217 + Penalty 239366.094331 = -46807013.506886
  nChanged 11
Iteration 515Q (94213.210000 sec): 112 clusters
  Score: Raw -47046380.491684 + Penalty 239366.094331 = -46807014.397353
  nChanged 11
Iteration 516Q (94402.570000 sec): 112 clusters
  Score: Raw -47046381.301178 + Penalty 239366.094331 = -46807015.206847
  nChanged 10
Iteration 517Q (94601.790000 sec): 112 clusters
  Score: Raw -47046381.946578 + Penalty 239366.094331 = -46807015.852247
  nChanged 7
Iteration 518Q (94803.080000 sec): 112 clusters
  Score: Raw -47046382.814096 + Penalty 239366.094331 = -46807016.719765
  nChanged 10
Iteration 519Q (94992.760000 sec): 112 clusters
  Score: Raw -47046383.869511 + Penalty 239366.094331 = -46807017.775180
  nChanged 9
Iteration 520F (95208.100000 sec): 112 clusters
  Score: Raw -47046384.539145 + Penalty 239366.094331 = -46807018.444815
  nChanged 6
Iteration 521Q (95410.460000 sec): 112 clusters
  Score: Raw -47046385.053625 + Penalty 239366.094331 = -46807018.959294
  nChanged 7
Iteration 522Q (95608.940000 sec): 112 clusters
  Score: Raw -47046385.578292 + Penalty 239366.094331 = -46807019.483961
  nChanged 2
Iteration 523Q (95800.060000 sec): 112 clusters
  Score: Raw -47046385.734198 + Penalty 239366.094331 = -46807019.639867
  nChanged 3
Iteration 524Q (95992.490000 sec): 112 clusters
  Score: Raw -47046386.193214 + Penalty 239366.094331 = -46807020.098883
  nChanged 5
Iteration 525Q (96192.260000 sec): 112 clusters
  Score: Raw -47046386.948362 + Penalty 239366.094331 = -46807020.854031
  nChanged 7
Iteration 526Q (96385.860000 sec): 112 clusters
  Score: Raw -47046387.672066 + Penalty 239366.094331 = -46807021.577735
  nChanged 6
Iteration 527Q (96578.220000 sec): 112 clusters
  Score: Raw -47046388.341143 + Penalty 239366.094331 = -46807022.246812
  nChanged 5
Iteration 528Q (96768.430000 sec): 112 clusters
  Score: Raw -47046389.175182 + Penalty 239366.094331 = -46807023.080851
  nChanged 8
Iteration 529Q (96964.180000 sec): 112 clusters
  Score: Raw -47046390.250444 + Penalty 239366.094331 = -46807024.156113
  nChanged 9
Iteration 530Q (97168.820000 sec): 112 clusters
  Score: Raw -47046391.229709 + Penalty 239366.094331 = -46807025.135378
  nChanged 12
Iteration 531Q (97360.630000 sec): 112 clusters
  Score: Raw -47046392.662949 + Penalty 239366.094331 = -46807026.568618
  nChanged 10
Iteration 532Q (97550.830000 sec): 112 clusters
  Score: Raw -47046394.170645 + Penalty 239366.094331 = -46807028.076315
  nChanged 11
Iteration 533Q (97748.870000 sec): 112 clusters
  Score: Raw -47046395.505860 + Penalty 239366.094331 = -46807029.411529
  nChanged 20
Iteration 534Q (97948.000000 sec): 112 clusters
  Score: Raw -47046397.751267 + Penalty 239366.094331 = -46807031.656936
  nChanged 17
Iteration 535Q (98145.860000 sec): 112 clusters
  Score: Raw -47046400.217692 + Penalty 239366.094331 = -46807034.123361
  nChanged 15
Iteration 536Q (98337.620000 sec): 112 clusters
  Score: Raw -47046401.821699 + Penalty 239366.094331 = -46807035.727368
  nChanged 11
Iteration 537Q (98527.510000 sec): 112 clusters
  Score: Raw -47046403.387378 + Penalty 239366.094331 = -46807037.293047
  nChanged 14
Iteration 538Q (98719.150000 sec): 112 clusters
  Score: Raw -47046404.984426 + Penalty 239366.094331 = -46807038.890095
  nChanged 16
Writing temp clu file 
Because OldScore, -46807037.293047, is greater than current (better) Score,-46807038.890095 
 Compute initial score before splitting:   Score: Raw -47046404.984426 + Penalty 239366.094331 = -46807038.890095
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (3572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98719.300000 sec): 2 clusters
  Score: Raw -301542.136217 + Penalty 1329.393153 = -300212.743064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98719.480000 sec): 3 clusters
  Score: Raw -299808.377601 + Penalty 2658.786306 = -297149.591295
  nChanged 1384
		SP:Iteration 1F (98719.650000 sec): 3 clusters
  Score: Raw -300790.539042 + Penalty 2658.786306 = -298131.752736
  nChanged 356
		SP:Iteration 2F (98719.830000 sec): 3 clusters
  Score: Raw -301156.591371 + Penalty 2658.786306 = -298497.805065
  nChanged 287
		SP:Iteration 3F (98720.000000 sec): 3 clusters
  Score: Raw -301471.687959 + Penalty 2658.786306 = -298812.901653
  nChanged 246
		SP:Iteration 4F (98720.180000 sec): 3 clusters
  Score: Raw -301746.117322 + Penalty 2658.786306 = -299087.331015
  nChanged 196
		SP:Iteration 5F (98720.360000 sec): 3 clusters
  Score: Raw -301983.459613 + Penalty 2658.786306 = -299324.673307
  nChanged 172
		SP:Iteration 6Q (98720.530000 sec): 3 clusters
  Score: Raw -302173.428777 + Penalty 2658.786306 = -299514.642471
  nChanged 124
		SP:Iteration 7Q (98720.710000 sec): 3 clusters
  Score: Raw -302296.931494 + Penalty 2658.786306 = -299638.145188
  nChanged 101
		SP:Iteration 8Q (98720.880000 sec): 3 clusters
  Score: Raw -302365.089129 + Penalty 2658.786306 = -299706.302823
  nChanged 67
		SP:Iteration 9Q (98721.060000 sec): 3 clusters
  Score: Raw -302411.778629 + Penalty 2658.786306 = -299752.992323
  nChanged 58
		SP:Iteration 10Q (98721.240000 sec): 3 clusters
  Score: Raw -302446.248641 + Penalty 2658.786306 = -299787.462334
  nChanged 42
		SP:Iteration 11Q (98721.410000 sec): 3 clusters
  Score: Raw -302462.681683 + Penalty 2658.786306 = -299803.895377
  nChanged 22
		SP:Iteration 12Q (98721.590000 sec): 3 clusters
  Score: Raw -302471.049403 + Penalty 2658.786306 = -299812.263097
  nChanged 20
		SP:Iteration 13Q (98721.760000 sec): 3 clusters
  Score: Raw -302476.984210 + Penalty 2658.786306 = -299818.197904
  nChanged 14
		SP:Iteration 14Q (98721.940000 sec): 3 clusters
  Score: Raw -302482.930239 + Penalty 2658.786306 = -299824.143933
  nChanged 22
		SP:Iteration 15Q (98722.120000 sec): 3 clusters
  Score: Raw -302493.532372 + Penalty 2658.786306 = -299834.746066
  nChanged 27
		SP:Iteration 16Q (98722.290000 sec): 3 clusters
  Score: Raw -302504.948430 + Penalty 2658.786306 = -299846.162123
  nChanged 22
		SP:Iteration 17Q (98722.470000 sec): 3 clusters
  Score: Raw -302513.425069 + Penalty 2658.786306 = -299854.638762
  nChanged 22
		SP:Iteration 18Q (98722.650000 sec): 3 clusters
  Score: Raw -302527.238345 + Penalty 2658.786306 = -299868.452039
  nChanged 29
		SP:Iteration 19Q (98722.820000 sec): 3 clusters
  Score: Raw -302555.009914 + Penalty 2658.786306 = -299896.223608
  nChanged 47
		SP:Iteration 20F (98723.000000 sec): 3 clusters
  Score: Raw -302595.093969 + Penalty 2658.786306 = -299936.307663
  nChanged 45
		SP:Iteration 21Q (98723.170000 sec): 3 clusters
  Score: Raw -302634.800683 + Penalty 2658.786306 = -299976.014376
  nChanged 44
		SP:Iteration 22Q (98723.350000 sec): 3 clusters
  Score: Raw -302662.538661 + Penalty 2658.786306 = -300003.752355
  nChanged 37
		SP:Iteration 23Q (98723.530000 sec): 3 clusters
  Score: Raw -302678.040137 + Penalty 2658.786306 = -300019.253831
  nChanged 22
		SP:Iteration 24Q (98723.700000 sec): 3 clusters
  Score: Raw -302685.633192 + Penalty 2658.786306 = -300026.846885
  nChanged 21
		SP:Iteration 25Q (98723.880000 sec): 3 clusters
  Score: Raw -302698.763502 + Penalty 2658.786306 = -300039.977196
  nChanged 20
		SP:Iteration 26Q (98724.050000 sec): 3 clusters
  Score: Raw -302707.232620 + Penalty 2658.786306 = -300048.446314
  nChanged 16
		SP:Iteration 27Q (98724.230000 sec): 3 clusters
  Score: Raw -302712.481806 + Penalty 2658.786306 = -300053.695500
  nChanged 6
		SP:Iteration 28Q (98724.400000 sec): 3 clusters
  Score: Raw -302714.325485 + Penalty 2658.786306 = -300055.539179
  nChanged 5
		SP:Iteration 29Q (98724.580000 sec): 3 clusters
  Score: Raw -302715.560528 + Penalty 2658.786306 = -300056.774222
  nChanged 1
		SP:Iteration 30Q (98724.750000 sec): 3 clusters
  Score: Raw -302715.829775 + Penalty 2658.786306 = -300057.043469
  nChanged 6
		SP:Iteration 31Q (98724.930000 sec): 3 clusters
  Score: Raw -302717.100403 + Penalty 2658.786306 = -300058.314097
  nChanged 3
		SP:Iteration 32Q (98725.110000 sec): 3 clusters
  Score: Raw -302717.607151 + Penalty 2658.786306 = -300058.820845
  nChanged 1
		SP:Iteration 33Q (98725.280000 sec): 3 clusters
  Score: Raw -302717.675835 + Penalty 2658.786306 = -300058.889529
  nChanged 0
		SP:Iteration 34F (98725.460000 sec): 3 clusters
  Score: Raw -302717.675835 + Penalty 2658.786306 = -300058.889529
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98725.600000 sec): 2 clusters
  Score: Raw -37131.988167 + Penalty 1018.111447 = -36113.876720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98725.710000 sec): 3 clusters
  Score: Raw -37115.157916 + Penalty 2036.222894 = -35078.935022
  nChanged 122
		SP:Iteration 1F (98725.890000 sec): 3 clusters
  Score: Raw -37325.575232 + Penalty 2036.222894 = -35289.352338
  nChanged 41
		SP:Iteration 2F (98726.070000 sec): 3 clusters
  Score: Raw -37411.622227 + Penalty 2036.222894 = -35375.399333
  nChanged 29
		SP:Iteration 3F (98726.240000 sec): 3 clusters
  Score: Raw -37485.680247 + Penalty 2036.222894 = -35449.457353
  nChanged 23
		SP:Iteration 4Q (98726.420000 sec): 3 clusters
  Score: Raw -37536.477452 + Penalty 2036.222894 = -35500.254558
  nChanged 12
		SP:Iteration 5Q (98726.590000 sec): 3 clusters
  Score: Raw -37562.105064 + Penalty 2036.222894 = -35525.882170
  nChanged 4
		SP:Iteration 6Q (98726.770000 sec): 3 clusters
  Score: Raw -37567.616795 + Penalty 2036.222894 = -35531.393901
  nChanged 2
		SP:Iteration 7Q (98726.950000 sec): 3 clusters
  Score: Raw -37571.500318 + Penalty 2036.222894 = -35535.277424
  nChanged 1
		SP:Iteration 8Q (98727.120000 sec): 3 clusters
  Score: Raw -37572.979129 + Penalty 2036.222894 = -35536.756235
  nChanged 0
		SP:Iteration 9F (98727.300000 sec): 3 clusters
  Score: Raw -37572.979129 + Penalty 2036.222894 = -35536.756235
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (5115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98727.410000 sec): 2 clusters
  Score: Raw -380202.631310 + Penalty 1387.739060 = -378814.892249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98727.580000 sec): 3 clusters
  Score: Raw -377581.092445 + Penalty 2775.478120 = -374805.614325
  nChanged 2058
		SP:Iteration 1F (98727.760000 sec): 3 clusters
  Score: Raw -378919.428115 + Penalty 2775.478120 = -376143.949995
  nChanged 449
		SP:Iteration 2F (98727.930000 sec): 3 clusters
  Score: Raw -379260.606852 + Penalty 2775.478120 = -376485.128732
  nChanged 331
		SP:Iteration 3F (98728.110000 sec): 3 clusters
  Score: Raw -379514.009704 + Penalty 2775.478120 = -376738.531584
  nChanged 271
		SP:Iteration 4F (98728.280000 sec): 3 clusters
  Score: Raw -379732.382830 + Penalty 2775.478120 = -376956.904710
  nChanged 251
		SP:Iteration 5Q (98728.460000 sec): 3 clusters
  Score: Raw -379927.286653 + Penalty 2775.478120 = -377151.808533
  nChanged 226
		SP:Iteration 6Q (98728.630000 sec): 3 clusters
  Score: Raw -380109.013492 + Penalty 2775.478120 = -377333.535371
  nChanged 214
		SP:Iteration 7Q (98728.810000 sec): 3 clusters
  Score: Raw -380296.275731 + Penalty 2775.478120 = -377520.797611
  nChanged 195
		SP:Iteration 8Q (98728.980000 sec): 3 clusters
  Score: Raw -380454.653049 + Penalty 2775.478120 = -377679.174928
  nChanged 163
		SP:Iteration 9Q (98729.150000 sec): 3 clusters
  Score: Raw -380583.555760 + Penalty 2775.478120 = -377808.077639
  nChanged 140
		SP:Iteration 10Q (98729.330000 sec): 3 clusters
  Score: Raw -380680.665259 + Penalty 2775.478120 = -377905.187139
  nChanged 98
		SP:Iteration 11Q (98729.500000 sec): 3 clusters
  Score: Raw -380737.532374 + Penalty 2775.478120 = -377962.054254
  nChanged 75
		SP:Iteration 12Q (98729.680000 sec): 3 clusters
  Score: Raw -380768.910550 + Penalty 2775.478120 = -377993.432429
  nChanged 56
		SP:Iteration 13Q (98729.850000 sec): 3 clusters
  Score: Raw -380788.598650 + Penalty 2775.478120 = -378013.120529
  nChanged 43
		SP:Iteration 14Q (98730.030000 sec): 3 clusters
  Score: Raw -380805.535070 + Penalty 2775.478120 = -378030.056950
  nChanged 37
		SP:Iteration 15Q (98730.240000 sec): 3 clusters
  Score: Raw -380815.322573 + Penalty 2775.478120 = -378039.844452
  nChanged 29
		SP:Iteration 16Q (98730.420000 sec): 3 clusters
  Score: Raw -380821.673425 + Penalty 2775.478120 = -378046.195304
  nChanged 13
		SP:Iteration 17Q (98730.590000 sec): 3 clusters
  Score: Raw -380825.143806 + Penalty 2775.478120 = -378049.665686
  nChanged 12
		SP:Iteration 18Q (98730.770000 sec): 3 clusters
  Score: Raw -380829.536027 + Penalty 2775.478120 = -378054.057907
  nChanged 17
		SP:Iteration 19Q (98730.940000 sec): 3 clusters
  Score: Raw -380837.118755 + Penalty 2775.478120 = -378061.640634
  nChanged 19
		SP:Iteration 20F (98731.110000 sec): 3 clusters
  Score: Raw -380845.024919 + Penalty 2775.478120 = -378069.546798
  nChanged 22
		SP:Iteration 21Q (98731.290000 sec): 3 clusters
  Score: Raw -380853.850422 + Penalty 2775.478120 = -378078.372301
  nChanged 21
		SP:Iteration 22Q (98731.460000 sec): 3 clusters
  Score: Raw -380860.189674 + Penalty 2775.478120 = -378084.711554
  nChanged 16
		SP:Iteration 23Q (98731.640000 sec): 3 clusters
  Score: Raw -380865.850353 + Penalty 2775.478120 = -378090.372232
  nChanged 11
		SP:Iteration 24Q (98731.810000 sec): 3 clusters
  Score: Raw -380869.579216 + Penalty 2775.478120 = -378094.101095
  nChanged 18
		SP:Iteration 25Q (98731.990000 sec): 3 clusters
  Score: Raw -380875.989794 + Penalty 2775.478120 = -378100.511674
  nChanged 17
		SP:Iteration 26Q (98732.160000 sec): 3 clusters
  Score: Raw -380882.632256 + Penalty 2775.478120 = -378107.154135
  nChanged 17
		SP:Iteration 27Q (98732.330000 sec): 3 clusters
  Score: Raw -380890.490571 + Penalty 2775.478120 = -378115.012450
  nChanged 15
		SP:Iteration 28Q (98732.510000 sec): 3 clusters
  Score: Raw -380894.820197 + Penalty 2775.478120 = -378119.342076
  nChanged 12
		SP:Iteration 29Q (98732.680000 sec): 3 clusters
  Score: Raw -380897.941285 + Penalty 2775.478120 = -378122.463165
  nChanged 8
		SP:Iteration 30Q (98732.860000 sec): 3 clusters
  Score: Raw -380900.242384 + Penalty 2775.478120 = -378124.764263
  nChanged 7
		SP:Iteration 31Q (98733.030000 sec): 3 clusters
  Score: Raw -380901.750661 + Penalty 2775.478120 = -378126.272540
  nChanged 5
		SP:Iteration 32Q (98733.210000 sec): 3 clusters
  Score: Raw -380902.473095 + Penalty 2775.478120 = -378126.994975
  nChanged 6
		SP:Iteration 33Q (98733.380000 sec): 3 clusters
  Score: Raw -380903.592218 + Penalty 2775.478120 = -378128.114097
  nChanged 3
		SP:Iteration 34Q (98733.550000 sec): 3 clusters
  Score: Raw -380904.557370 + Penalty 2775.478120 = -378129.079249
  nChanged 3
		SP:Iteration 35Q (98733.730000 sec): 3 clusters
  Score: Raw -380905.290925 + Penalty 2775.478120 = -378129.812805
  nChanged 2
		SP:Iteration 36Q (98733.900000 sec): 3 clusters
  Score: Raw -380905.681076 + Penalty 2775.478120 = -378130.202955
  nChanged 0
		SP:Iteration 37F (98734.080000 sec): 3 clusters
  Score: Raw -380905.681076 + Penalty 2775.478120 = -378130.202955
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (2157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98734.140000 sec): 2 clusters
  Score: Raw -200463.389813 + Penalty 1247.426968 = -199215.962845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98734.320000 sec): 3 clusters
  Score: Raw -199556.517377 + Penalty 2494.853935 = -197061.663442
  nChanged 732
		SP:Iteration 1F (98734.490000 sec): 3 clusters
  Score: Raw -200106.264532 + Penalty 2494.853935 = -197611.410597
  nChanged 191
		SP:Iteration 2F (98734.670000 sec): 3 clusters
  Score: Raw -200257.556922 + Penalty 2494.853935 = -197762.702986
  nChanged 112
		SP:Iteration 3F (98734.840000 sec): 3 clusters
  Score: Raw -200321.357118 + Penalty 2494.853935 = -197826.503183
  nChanged 55
		SP:Iteration 4Q (98735.020000 sec): 3 clusters
  Score: Raw -200347.916708 + Penalty 2494.853935 = -197853.062773
  nChanged 36
		SP:Iteration 5Q (98735.180000 sec): 3 clusters
  Score: Raw -200365.699507 + Penalty 2494.853935 = -197870.845572
  nChanged 29
		SP:Iteration 6Q (98735.340000 sec): 3 clusters
  Score: Raw -200378.223508 + Penalty 2494.853935 = -197883.369573
  nChanged 19
		SP:Iteration 7Q (98735.510000 sec): 3 clusters
  Score: Raw -200385.414549 + Penalty 2494.853935 = -197890.560614
  nChanged 14
		SP:Iteration 8Q (98735.670000 sec): 3 clusters
  Score: Raw -200393.844891 + Penalty 2494.853935 = -197898.990956
  nChanged 15
		SP:Iteration 9Q (98735.830000 sec): 3 clusters
  Score: Raw -200400.916773 + Penalty 2494.853935 = -197906.062838
  nChanged 11
		SP:Iteration 10Q (98736.000000 sec): 3 clusters
  Score: Raw -200407.842712 + Penalty 2494.853935 = -197912.988777
  nChanged 20
		SP:Iteration 11Q (98736.170000 sec): 3 clusters
  Score: Raw -200417.531896 + Penalty 2494.853935 = -197922.677961
  nChanged 12
		SP:Iteration 12Q (98736.350000 sec): 3 clusters
  Score: Raw -200424.885238 + Penalty 2494.853935 = -197930.031302
  nChanged 12
		SP:Iteration 13Q (98736.520000 sec): 3 clusters
  Score: Raw -200431.427625 + Penalty 2494.853935 = -197936.573690
  nChanged 13
		SP:Iteration 14Q (98736.700000 sec): 3 clusters
  Score: Raw -200436.747166 + Penalty 2494.853935 = -197941.893231
  nChanged 11
		SP:Iteration 15Q (98736.870000 sec): 3 clusters
  Score: Raw -200442.842722 + Penalty 2494.853935 = -197947.988787
  nChanged 11
		SP:Iteration 16Q (98737.050000 sec): 3 clusters
  Score: Raw -200449.527113 + Penalty 2494.853935 = -197954.673178
  nChanged 9
		SP:Iteration 17Q (98737.230000 sec): 3 clusters
  Score: Raw -200453.969180 + Penalty 2494.853935 = -197959.115245
  nChanged 13
		SP:Iteration 18Q (98737.400000 sec): 3 clusters
  Score: Raw -200462.103615 + Penalty 2494.853935 = -197967.249680
  nChanged 11
		SP:Iteration 19Q (98737.570000 sec): 3 clusters
  Score: Raw -200467.641246 + Penalty 2494.853935 = -197972.787311
  nChanged 15
		SP:Iteration 20F (98737.750000 sec): 3 clusters
  Score: Raw -200477.038410 + Penalty 2494.853935 = -197982.184475
  nChanged 20
		SP:Iteration 21Q (98737.930000 sec): 3 clusters
  Score: Raw -200486.385555 + Penalty 2494.853935 = -197991.531620
  nChanged 17
		SP:Iteration 22Q (98738.100000 sec): 3 clusters
  Score: Raw -200497.939784 + Penalty 2494.853935 = -198003.085849
  nChanged 19
		SP:Iteration 23Q (98738.280000 sec): 3 clusters
  Score: Raw -200507.239405 + Penalty 2494.853935 = -198012.385470
  nChanged 8
		SP:Iteration 24Q (98738.450000 sec): 3 clusters
  Score: Raw -200511.441284 + Penalty 2494.853935 = -198016.587349
  nChanged 15
		SP:Iteration 25Q (98738.630000 sec): 3 clusters
  Score: Raw -200519.408637 + Penalty 2494.853935 = -198024.554702
  nChanged 13
		SP:Iteration 26Q (98738.810000 sec): 3 clusters
  Score: Raw -200526.028782 + Penalty 2494.853935 = -198031.174847
  nChanged 12
		SP:Iteration 27Q (98738.980000 sec): 3 clusters
  Score: Raw -200530.899135 + Penalty 2494.853935 = -198036.045200
  nChanged 5
		SP:Iteration 28Q (98739.160000 sec): 3 clusters
  Score: Raw -200534.054324 + Penalty 2494.853935 = -198039.200389
  nChanged 6
		SP:Iteration 29Q (98739.330000 sec): 3 clusters
  Score: Raw -200536.623566 + Penalty 2494.853935 = -198041.769631
  nChanged 8
		SP:Iteration 30Q (98739.510000 sec): 3 clusters
  Score: Raw -200540.086597 + Penalty 2494.853935 = -198045.232662
  nChanged 8
		SP:Iteration 31Q (98739.690000 sec): 3 clusters
  Score: Raw -200544.363865 + Penalty 2494.853935 = -198049.509930
  nChanged 10
		SP:Iteration 32Q (98739.860000 sec): 3 clusters
  Score: Raw -200548.732353 + Penalty 2494.853935 = -198053.878418
  nChanged 7
		SP:Iteration 33Q (98740.040000 sec): 3 clusters
  Score: Raw -200550.852255 + Penalty 2494.853935 = -198055.998320
  nChanged 9
		SP:Iteration 34Q (98740.210000 sec): 3 clusters
  Score: Raw -200558.580510 + Penalty 2494.853935 = -198063.726575
  nChanged 14
		SP:Iteration 35Q (98740.390000 sec): 3 clusters
  Score: Raw -200567.375813 + Penalty 2494.853935 = -198072.521878
  nChanged 17
		SP:Iteration 36Q (98740.430000 sec): 3 clusters
  Score: Raw -200575.434943 + Penalty 2494.853935 = -198080.581007
  nChanged 12
		SP:Iteration 37Q (98740.480000 sec): 3 clusters
  Score: Raw -200584.236686 + Penalty 2494.853935 = -198089.382751
  nChanged 16
		SP:Iteration 38Q (98740.520000 sec): 3 clusters
  Score: Raw -200597.425038 + Penalty 2494.853935 = -198102.571103
  nChanged 15
		SP:Iteration 39Q (98740.560000 sec): 3 clusters
  Score: Raw -200606.889583 + Penalty 2494.853935 = -198112.035648
  nChanged 15
		SP:Iteration 40F (98740.610000 sec): 3 clusters
  Score: Raw -200617.932169 + Penalty 2494.853935 = -198123.078234
  nChanged 21
		SP:Iteration 41Q (98740.650000 sec): 3 clusters
  Score: Raw -200634.925789 + Penalty 2494.853935 = -198140.071854
  nChanged 15
		SP:Iteration 42Q (98740.690000 sec): 3 clusters
  Score: Raw -200644.978884 + Penalty 2494.853935 = -198150.124949
  nChanged 13
		SP:Iteration 43Q (98740.730000 sec): 3 clusters
  Score: Raw -200654.276737 + Penalty 2494.853935 = -198159.422802
  nChanged 20
		SP:Iteration 44Q (98740.780000 sec): 3 clusters
  Score: Raw -200666.133049 + Penalty 2494.853935 = -198171.279114
  nChanged 18
		SP:Iteration 45Q (98740.820000 sec): 3 clusters
  Score: Raw -200674.686402 + Penalty 2494.853935 = -198179.832467
  nChanged 14
		SP:Iteration 46Q (98740.860000 sec): 3 clusters
  Score: Raw -200684.788015 + Penalty 2494.853935 = -198189.934080
  nChanged 10
		SP:Iteration 47Q (98740.910000 sec): 3 clusters
  Score: Raw -200693.164124 + Penalty 2494.853935 = -198198.310189
  nChanged 15
		SP:Iteration 48Q (98740.960000 sec): 3 clusters
  Score: Raw -200702.433111 + Penalty 2494.853935 = -198207.579176
  nChanged 11
		SP:Iteration 49Q (98741.000000 sec): 3 clusters
  Score: Raw -200707.298605 + Penalty 2494.853935 = -198212.444670
  nChanged 7
		SP:Iteration 50Q (98741.040000 sec): 3 clusters
  Score: Raw -200710.272993 + Penalty 2494.853935 = -198215.419058
  nChanged 4
		SP:Iteration 51Q (98741.090000 sec): 3 clusters
  Score: Raw -200713.448093 + Penalty 2494.853935 = -198218.594158
  nChanged 3
		SP:Iteration 52Q (98741.130000 sec): 3 clusters
  Score: Raw -200715.177632 + Penalty 2494.853935 = -198220.323697
  nChanged 3
		SP:Iteration 53Q (98741.170000 sec): 3 clusters
  Score: Raw -200717.227837 + Penalty 2494.853935 = -198222.373902
  nChanged 3
		SP:Iteration 54Q (98741.210000 sec): 3 clusters
  Score: Raw -200719.071129 + Penalty 2494.853935 = -198224.217194
  nChanged 5
		SP:Iteration 55Q (98741.260000 sec): 3 clusters
  Score: Raw -200720.727022 + Penalty 2494.853935 = -198225.873086
  nChanged 2
		SP:Iteration 56Q (98741.300000 sec): 3 clusters
  Score: Raw -200722.399879 + Penalty 2494.853935 = -198227.545944
  nChanged 6
		SP:Iteration 57Q (98741.460000 sec): 3 clusters
  Score: Raw -200726.891481 + Penalty 2494.853935 = -198232.037546
  nChanged 8
		SP:Iteration 58Q (98741.640000 sec): 3 clusters
  Score: Raw -200732.523676 + Penalty 2494.853935 = -198237.669741
  nChanged 6
		SP:Iteration 59Q (98741.810000 sec): 3 clusters
  Score: Raw -200736.826022 + Penalty 2494.853935 = -198241.972087
  nChanged 11
		SP:Iteration 60F (98741.990000 sec): 3 clusters
  Score: Raw -200744.564409 + Penalty 2494.853935 = -198249.710474
  nChanged 10
		SP:Iteration 61Q (98742.170000 sec): 3 clusters
  Score: Raw -200754.012821 + Penalty 2494.853935 = -198259.158886
  nChanged 9
		SP:Iteration 62Q (98742.340000 sec): 3 clusters
  Score: Raw -200758.776136 + Penalty 2494.853935 = -198263.922201
  nChanged 11
		SP:Iteration 63Q (98742.520000 sec): 3 clusters
  Score: Raw -200765.777645 + Penalty 2494.853935 = -198270.923710
  nChanged 15
		SP:Iteration 64Q (98742.690000 sec): 3 clusters
  Score: Raw -200780.354225 + Penalty 2494.853935 = -198285.500290
  nChanged 18
		SP:Iteration 65Q (98742.870000 sec): 3 clusters
  Score: Raw -200794.813713 + Penalty 2494.853935 = -198299.959778
  nChanged 20
		SP:Iteration 66Q (98743.050000 sec): 3 clusters
  Score: Raw -200816.627527 + Penalty 2494.853935 = -198321.773591
  nChanged 18
		SP:Iteration 67Q (98743.220000 sec): 3 clusters
  Score: Raw -200828.758425 + Penalty 2494.853935 = -198333.904490
  nChanged 14
		SP:Iteration 68Q (98743.400000 sec): 3 clusters
  Score: Raw -200840.697838 + Penalty 2494.853935 = -198345.843903
  nChanged 18
		SP:Iteration 69Q (98743.570000 sec): 3 clusters
  Score: Raw -200854.426785 + Penalty 2494.853935 = -198359.572850
  nChanged 14
		SP:Iteration 70Q (98743.750000 sec): 3 clusters
  Score: Raw -200866.504573 + Penalty 2494.853935 = -198371.650638
  nChanged 12
		SP:Iteration 71Q (98743.930000 sec): 3 clusters
  Score: Raw -200879.819783 + Penalty 2494.853935 = -198384.965848
  nChanged 22
		SP:Iteration 72Q (98744.100000 sec): 3 clusters
  Score: Raw -200897.100680 + Penalty 2494.853935 = -198402.246745
  nChanged 19
		SP:Iteration 73Q (98744.270000 sec): 3 clusters
  Score: Raw -200916.906426 + Penalty 2494.853935 = -198422.052491
  nChanged 21
		SP:Iteration 74Q (98744.450000 sec): 3 clusters
  Score: Raw -200932.796135 + Penalty 2494.853935 = -198437.942200
  nChanged 15
		SP:Iteration 75Q (98744.630000 sec): 3 clusters
  Score: Raw -200941.674552 + Penalty 2494.853935 = -198446.820617
  nChanged 7
		SP:Iteration 76Q (98744.800000 sec): 3 clusters
  Score: Raw -200946.430957 + Penalty 2494.853935 = -198451.577022
  nChanged 7
		SP:Iteration 77Q (98744.980000 sec): 3 clusters
  Score: Raw -200949.952049 + Penalty 2494.853935 = -198455.098114
  nChanged 8
		SP:Iteration 78Q (98745.150000 sec): 3 clusters
  Score: Raw -200954.542817 + Penalty 2494.853935 = -198459.688882
  nChanged 9
		SP:Iteration 79Q (98745.330000 sec): 3 clusters
  Score: Raw -200959.509202 + Penalty 2494.853935 = -198464.655267
  nChanged 10
		SP:Iteration 80F (98745.510000 sec): 3 clusters
  Score: Raw -200966.774238 + Penalty 2494.853935 = -198471.920303
  nChanged 10
		SP:Iteration 81Q (98745.680000 sec): 3 clusters
  Score: Raw -200972.330924 + Penalty 2494.853935 = -198477.476989
  nChanged 14
		SP:Iteration 82Q (98745.860000 sec): 3 clusters
  Score: Raw -200978.503020 + Penalty 2494.853935 = -198483.649085
  nChanged 10
		SP:Iteration 83Q (98746.030000 sec): 3 clusters
  Score: Raw -200985.655776 + Penalty 2494.853935 = -198490.801841
  nChanged 10
		SP:Iteration 84Q (98746.210000 sec): 3 clusters
  Score: Raw -200993.134963 + Penalty 2494.853935 = -198498.281028
  nChanged 8
		SP:Iteration 85Q (98746.390000 sec): 3 clusters
  Score: Raw -200998.376417 + Penalty 2494.853935 = -198503.522482
  nChanged 1
		SP:Iteration 86Q (98746.560000 sec): 3 clusters
  Score: Raw -200998.825608 + Penalty 2494.853935 = -198503.971673
  nChanged 1
		SP:Iteration 87Q (98746.740000 sec): 3 clusters
  Score: Raw -200999.155446 + Penalty 2494.853935 = -198504.301510
  nChanged 0
		SP:Iteration 88F (98746.910000 sec): 3 clusters
  Score: Raw -200999.155446 + Penalty 2494.853935 = -198504.301510
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (7452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98747.030000 sec): 2 clusters
  Score: Raw -627019.055771 + Penalty 1448.888631 = -625570.167140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98747.250000 sec): 3 clusters
  Score: Raw -622954.589482 + Penalty 2897.777263 = -620056.812219
  nChanged 3177
		SP:Iteration 1F (98747.450000 sec): 3 clusters
  Score: Raw -625132.350819 + Penalty 2897.777263 = -622234.573556
  nChanged 723
		SP:Iteration 2F (98747.650000 sec): 3 clusters
  Score: Raw -625766.672961 + Penalty 2897.777263 = -622868.895698
  nChanged 592
		SP:Iteration 3F (98747.850000 sec): 3 clusters
  Score: Raw -626250.932985 + Penalty 2897.777263 = -623353.155722
  nChanged 475
		SP:Iteration 4F (98748.050000 sec): 3 clusters
  Score: Raw -626619.364870 + Penalty 2897.777263 = -623721.587608
  nChanged 357
		SP:Iteration 5Q (98748.250000 sec): 3 clusters
  Score: Raw -626846.455373 + Penalty 2897.777263 = -623948.678110
  nChanged 268
		SP:Iteration 6Q (98748.450000 sec): 3 clusters
  Score: Raw -626982.648030 + Penalty 2897.777263 = -624084.870767
  nChanged 206
		SP:Iteration 7Q (98748.650000 sec): 3 clusters
  Score: Raw -627074.149189 + Penalty 2897.777263 = -624176.371926
  nChanged 187
		SP:Iteration 8Q (98748.850000 sec): 3 clusters
  Score: Raw -627137.644153 + Penalty 2897.777263 = -624239.866890
  nChanged 132
		SP:Iteration 9Q (98749.040000 sec): 3 clusters
  Score: Raw -627183.296114 + Penalty 2897.777263 = -624285.518852
  nChanged 126
		SP:Iteration 10Q (98749.240000 sec): 3 clusters
  Score: Raw -627224.085815 + Penalty 2897.777263 = -624326.308552
  nChanged 95
		SP:Iteration 11Q (98749.440000 sec): 3 clusters
  Score: Raw -627258.366583 + Penalty 2897.777263 = -624360.589320
  nChanged 89
		SP:Iteration 12Q (98749.640000 sec): 3 clusters
  Score: Raw -627284.401551 + Penalty 2897.777263 = -624386.624289
  nChanged 79
		SP:Iteration 13Q (98749.840000 sec): 3 clusters
  Score: Raw -627305.519267 + Penalty 2897.777263 = -624407.742005
  nChanged 76
		SP:Iteration 14Q (98750.040000 sec): 3 clusters
  Score: Raw -627325.257744 + Penalty 2897.777263 = -624427.480481
  nChanged 76
		SP:Iteration 15Q (98750.240000 sec): 3 clusters
  Score: Raw -627353.605554 + Penalty 2897.777263 = -624455.828292
  nChanged 88
		SP:Iteration 16Q (98750.440000 sec): 3 clusters
  Score: Raw -627385.095177 + Penalty 2897.777263 = -624487.317914
  nChanged 88
		SP:Iteration 17Q (98750.640000 sec): 3 clusters
  Score: Raw -627416.614201 + Penalty 2897.777263 = -624518.836938
  nChanged 93
		SP:Iteration 18Q (98750.830000 sec): 3 clusters
  Score: Raw -627450.770811 + Penalty 2897.777263 = -624552.993548
  nChanged 103
		SP:Iteration 19Q (98750.950000 sec): 3 clusters
  Score: Raw -627485.467573 + Penalty 2897.777263 = -624587.690310
  nChanged 86
		SP:Iteration 20F (98751.080000 sec): 3 clusters
  Score: Raw -627524.537207 + Penalty 2897.777263 = -624626.759945
  nChanged 84
		SP:Iteration 21Q (98751.210000 sec): 3 clusters
  Score: Raw -627574.904891 + Penalty 2897.777263 = -624677.127628
  nChanged 97
		SP:Iteration 22Q (98751.340000 sec): 3 clusters
  Score: Raw -627639.336395 + Penalty 2897.777263 = -624741.559132
  nChanged 117
		SP:Iteration 23Q (98751.530000 sec): 3 clusters
  Score: Raw -627684.457052 + Penalty 2897.777263 = -624786.679789
  nChanged 94
		SP:Iteration 24Q (98751.730000 sec): 3 clusters
  Score: Raw -627715.512029 + Penalty 2897.777263 = -624817.734766
  nChanged 85
		SP:Iteration 25Q (98751.940000 sec): 3 clusters
  Score: Raw -627739.104458 + Penalty 2897.777263 = -624841.327196
  nChanged 80
		SP:Iteration 26Q (98752.140000 sec): 3 clusters
  Score: Raw -627766.734817 + Penalty 2897.777263 = -624868.957554
  nChanged 91
		SP:Iteration 27Q (98752.340000 sec): 3 clusters
  Score: Raw -627800.566734 + Penalty 2897.777263 = -624902.789471
  nChanged 83
		SP:Iteration 28Q (98752.480000 sec): 3 clusters
  Score: Raw -627828.042076 + Penalty 2897.777263 = -624930.264813
  nChanged 73
		SP:Iteration 29Q (98752.660000 sec): 3 clusters
  Score: Raw -627849.413862 + Penalty 2897.777263 = -624951.636599
  nChanged 59
		SP:Iteration 30Q (98752.870000 sec): 3 clusters
  Score: Raw -627869.105091 + Penalty 2897.777263 = -624971.327828
  nChanged 68
		SP:Iteration 31Q (98753.070000 sec): 3 clusters
  Score: Raw -627892.172246 + Penalty 2897.777263 = -624994.394984
  nChanged 66
		SP:Iteration 32Q (98753.270000 sec): 3 clusters
  Score: Raw -627919.172897 + Penalty 2897.777263 = -625021.395634
  nChanged 57
		SP:Iteration 33Q (98753.480000 sec): 3 clusters
  Score: Raw -627938.099527 + Penalty 2897.777263 = -625040.322264
  nChanged 40
		SP:Iteration 34Q (98753.680000 sec): 3 clusters
  Score: Raw -627946.969393 + Penalty 2897.777263 = -625049.192130
  nChanged 32
		SP:Iteration 35Q (98753.880000 sec): 3 clusters
  Score: Raw -627955.150533 + Penalty 2897.777263 = -625057.373271
  nChanged 34
		SP:Iteration 36Q (98754.090000 sec): 3 clusters
  Score: Raw -627966.337729 + Penalty 2897.777263 = -625068.560466
  nChanged 42
		SP:Iteration 37Q (98754.290000 sec): 3 clusters
  Score: Raw -627981.691145 + Penalty 2897.777263 = -625083.913882
  nChanged 45
		SP:Iteration 38Q (98754.490000 sec): 3 clusters
  Score: Raw -627996.100607 + Penalty 2897.777263 = -625098.323344
  nChanged 45
		SP:Iteration 39Q (98754.690000 sec): 3 clusters
  Score: Raw -628010.517911 + Penalty 2897.777263 = -625112.740648
  nChanged 45
		SP:Iteration 40F (98754.890000 sec): 3 clusters
  Score: Raw -628025.536566 + Penalty 2897.777263 = -625127.759303
  nChanged 42
		SP:Iteration 41Q (98755.100000 sec): 3 clusters
  Score: Raw -628040.012623 + Penalty 2897.777263 = -625142.235360
  nChanged 37
		SP:Iteration 42Q (98755.300000 sec): 3 clusters
  Score: Raw -628050.355911 + Penalty 2897.777263 = -625152.578648
  nChanged 25
		SP:Iteration 43Q (98755.500000 sec): 3 clusters
  Score: Raw -628055.178836 + Penalty 2897.777263 = -625157.401573
  nChanged 19
		SP:Iteration 44Q (98755.710000 sec): 3 clusters
  Score: Raw -628059.857083 + Penalty 2897.777263 = -625162.079821
  nChanged 13
		SP:Iteration 45Q (98755.910000 sec): 3 clusters
  Score: Raw -628063.280149 + Penalty 2897.777263 = -625165.502886
  nChanged 17
		SP:Iteration 46Q (98756.150000 sec): 3 clusters
  Score: Raw -628066.898333 + Penalty 2897.777263 = -625169.121070
  nChanged 16
		SP:Iteration 47Q (98756.310000 sec): 3 clusters
  Score: Raw -628071.214956 + Penalty 2897.777263 = -625173.437693
  nChanged 15
		SP:Iteration 48Q (98756.530000 sec): 3 clusters
  Score: Raw -628074.809334 + Penalty 2897.777263 = -625177.032071
  nChanged 8
		SP:Iteration 49Q (98756.650000 sec): 3 clusters
  Score: Raw -628076.418804 + Penalty 2897.777263 = -625178.641541
  nChanged 8
		SP:Iteration 50Q (98756.770000 sec): 3 clusters
  Score: Raw -628077.925307 + Penalty 2897.777263 = -625180.148044
  nChanged 10
		SP:Iteration 51Q (98756.970000 sec): 3 clusters
  Score: Raw -628080.132064 + Penalty 2897.777263 = -625182.354801
  nChanged 10
		SP:Iteration 52Q (98757.090000 sec): 3 clusters
  Score: Raw -628081.859007 + Penalty 2897.777263 = -625184.081744
  nChanged 11
		SP:Iteration 53Q (98757.210000 sec): 3 clusters
  Score: Raw -628083.412316 + Penalty 2897.777263 = -625185.635053
  nChanged 8
		SP:Iteration 54Q (98757.410000 sec): 3 clusters
  Score: Raw -628084.883673 + Penalty 2897.777263 = -625187.106411
  nChanged 5
		SP:Iteration 55Q (98757.610000 sec): 3 clusters
  Score: Raw -628087.026610 + Penalty 2897.777263 = -625189.249347
  nChanged 9
		SP:Iteration 56Q (98757.810000 sec): 3 clusters
  Score: Raw -628089.794929 + Penalty 2897.777263 = -625192.017666
  nChanged 12
		SP:Iteration 57Q (98758.010000 sec): 3 clusters
  Score: Raw -628092.110056 + Penalty 2897.777263 = -625194.332793
  nChanged 6
		SP:Iteration 58Q (98758.220000 sec): 3 clusters
  Score: Raw -628093.580490 + Penalty 2897.777263 = -625195.803228
  nChanged 3
		SP:Iteration 59Q (98758.410000 sec): 3 clusters
  Score: Raw -628094.981496 + Penalty 2897.777263 = -625197.204233
  nChanged 7
		SP:Iteration 60F (98758.620000 sec): 3 clusters
  Score: Raw -628096.655915 + Penalty 2897.777263 = -625198.878652
  nChanged 6
		SP:Iteration 61Q (98758.810000 sec): 3 clusters
  Score: Raw -628097.673662 + Penalty 2897.777263 = -625199.896399
  nChanged 5
		SP:Iteration 62Q (98759.010000 sec): 3 clusters
  Score: Raw -628098.518268 + Penalty 2897.777263 = -625200.741005
  nChanged 5
		SP:Iteration 63Q (98759.210000 sec): 3 clusters
  Score: Raw -628100.231224 + Penalty 2897.777263 = -625202.453961
  nChanged 9
		SP:Iteration 64Q (98759.410000 sec): 3 clusters
  Score: Raw -628102.346622 + Penalty 2897.777263 = -625204.569359
  nChanged 6
		SP:Iteration 65Q (98759.610000 sec): 3 clusters
  Score: Raw -628104.698841 + Penalty 2897.777263 = -625206.921579
  nChanged 9
		SP:Iteration 66Q (98759.810000 sec): 3 clusters
  Score: Raw -628107.667202 + Penalty 2897.777263 = -625209.889939
  nChanged 14
		SP:Iteration 67Q (98760.010000 sec): 3 clusters
  Score: Raw -628111.143124 + Penalty 2897.777263 = -625213.365861
  nChanged 14
		SP:Iteration 68Q (98760.210000 sec): 3 clusters
  Score: Raw -628113.501669 + Penalty 2897.777263 = -625215.724406
  nChanged 10
		SP:Iteration 69Q (98760.410000 sec): 3 clusters
  Score: Raw -628116.411766 + Penalty 2897.777263 = -625218.634503
  nChanged 7
		SP:Iteration 70Q (98760.600000 sec): 3 clusters
  Score: Raw -628118.520679 + Penalty 2897.777263 = -625220.743416
  nChanged 9
		SP:Iteration 71Q (98760.800000 sec): 3 clusters
  Score: Raw -628122.118909 + Penalty 2897.777263 = -625224.341646
  nChanged 15
		SP:Iteration 72Q (98761.000000 sec): 3 clusters
  Score: Raw -628126.469547 + Penalty 2897.777263 = -625228.692284
  nChanged 16
		SP:Iteration 73Q (98761.200000 sec): 3 clusters
  Score: Raw -628131.606633 + Penalty 2897.777263 = -625233.829370
  nChanged 14
		SP:Iteration 74Q (98761.400000 sec): 3 clusters
  Score: Raw -628137.063460 + Penalty 2897.777263 = -625239.286197
  nChanged 9
		SP:Iteration 75Q (98761.600000 sec): 3 clusters
  Score: Raw -628139.363858 + Penalty 2897.777263 = -625241.586595
  nChanged 6
		SP:Iteration 76Q (98761.790000 sec): 3 clusters
  Score: Raw -628140.616332 + Penalty 2897.777263 = -625242.839069
  nChanged 4
		SP:Iteration 77Q (98761.990000 sec): 3 clusters
  Score: Raw -628141.692535 + Penalty 2897.777263 = -625243.915272
  nChanged 6
		SP:Iteration 78Q (98762.190000 sec): 3 clusters
  Score: Raw -628144.625664 + Penalty 2897.777263 = -625246.848401
  nChanged 7
		SP:Iteration 79Q (98762.390000 sec): 3 clusters
  Score: Raw -628146.302487 + Penalty 2897.777263 = -625248.525224
  nChanged 4
		SP:Iteration 80F (98762.590000 sec): 3 clusters
  Score: Raw -628147.351367 + Penalty 2897.777263 = -625249.574104
  nChanged 6
		SP:Iteration 81Q (98762.790000 sec): 3 clusters
  Score: Raw -628149.602087 + Penalty 2897.777263 = -625251.824825
  nChanged 5
		SP:Iteration 82Q (98762.990000 sec): 3 clusters
  Score: Raw -628150.714558 + Penalty 2897.777263 = -625252.937295
  nChanged 3
		SP:Iteration 83Q (98763.190000 sec): 3 clusters
  Score: Raw -628151.377195 + Penalty 2897.777263 = -625253.599932
  nChanged 4
		SP:Iteration 84Q (98763.390000 sec): 3 clusters
  Score: Raw -628151.912869 + Penalty 2897.777263 = -625254.135606
  nChanged 2
		SP:Iteration 85Q (98763.580000 sec): 3 clusters
  Score: Raw -628152.833367 + Penalty 2897.777263 = -625255.056104
  nChanged 3
		SP:Iteration 86Q (98763.780000 sec): 3 clusters
  Score: Raw -628153.509480 + Penalty 2897.777263 = -625255.732218
  nChanged 2
		SP:Iteration 87Q (98763.980000 sec): 3 clusters
  Score: Raw -628153.821220 + Penalty 2897.777263 = -625256.043958
  nChanged 1
		SP:Iteration 88Q (98764.180000 sec): 3 clusters
  Score: Raw -628154.034741 + Penalty 2897.777263 = -625256.257478
  nChanged 1
		SP:Iteration 89Q (98764.380000 sec): 3 clusters
  Score: Raw -628154.110020 + Penalty 2897.777263 = -625256.332757
  nChanged 0
		SP:Iteration 90F (98764.570000 sec): 3 clusters
  Score: Raw -628154.110020 + Penalty 2897.777263 = -625256.332757
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (3862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98764.700000 sec): 2 clusters
  Score: Raw -326240.054589 + Penalty 1342.077825 = -324897.976764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98764.870000 sec): 3 clusters
  Score: Raw -324393.614072 + Penalty 2684.155650 = -321709.458422
  nChanged 1497
		SP:Iteration 1F (98765.050000 sec): 3 clusters
  Score: Raw -325299.427556 + Penalty 2684.155650 = -322615.271906
  nChanged 313
		SP:Iteration 2F (98765.230000 sec): 3 clusters
  Score: Raw -325485.589802 + Penalty 2684.155650 = -322801.434151
  nChanged 201
		SP:Iteration 3F (98765.400000 sec): 3 clusters
  Score: Raw -325596.268090 + Penalty 2684.155650 = -322912.112439
  nChanged 133
		SP:Iteration 4Q (98765.570000 sec): 3 clusters
  Score: Raw -325673.705988 + Penalty 2684.155650 = -322989.550337
  nChanged 125
		SP:Iteration 5Q (98765.750000 sec): 3 clusters
  Score: Raw -325749.315725 + Penalty 2684.155650 = -323065.160075
  nChanged 116
		SP:Iteration 6Q (98765.930000 sec): 3 clusters
  Score: Raw -325832.060895 + Penalty 2684.155650 = -323147.905244
  nChanged 119
		SP:Iteration 7Q (98766.100000 sec): 3 clusters
  Score: Raw -325909.456595 + Penalty 2684.155650 = -323225.300945
  nChanged 116
		SP:Iteration 8Q (98766.280000 sec): 3 clusters
  Score: Raw -325983.794990 + Penalty 2684.155650 = -323299.639340
  nChanged 118
		SP:Iteration 9Q (98766.450000 sec): 3 clusters
  Score: Raw -326051.393162 + Penalty 2684.155650 = -323367.237511
  nChanged 110
		SP:Iteration 10Q (98766.630000 sec): 3 clusters
  Score: Raw -326117.530530 + Penalty 2684.155650 = -323433.374879
  nChanged 91
		SP:Iteration 11Q (98766.810000 sec): 3 clusters
  Score: Raw -326162.677168 + Penalty 2684.155650 = -323478.521518
  nChanged 72
		SP:Iteration 12Q (98766.980000 sec): 3 clusters
  Score: Raw -326199.217994 + Penalty 2684.155650 = -323515.062343
  nChanged 75
		SP:Iteration 13Q (98767.160000 sec): 3 clusters
  Score: Raw -326246.595391 + Penalty 2684.155650 = -323562.439741
  nChanged 77
		SP:Iteration 14Q (98767.330000 sec): 3 clusters
  Score: Raw -326295.878216 + Penalty 2684.155650 = -323611.722565
  nChanged 82
		SP:Iteration 15Q (98767.510000 sec): 3 clusters
  Score: Raw -326341.639515 + Penalty 2684.155650 = -323657.483864
  nChanged 59
		SP:Iteration 16Q (98767.690000 sec): 3 clusters
  Score: Raw -326376.749872 + Penalty 2684.155650 = -323692.594222
  nChanged 60
		SP:Iteration 17Q (98767.860000 sec): 3 clusters
  Score: Raw -326409.862753 + Penalty 2684.155650 = -323725.707103
  nChanged 48
		SP:Iteration 18Q (98768.040000 sec): 3 clusters
  Score: Raw -326448.955442 + Penalty 2684.155650 = -323764.799791
  nChanged 56
		SP:Iteration 19Q (98768.260000 sec): 3 clusters
  Score: Raw -326483.805260 + Penalty 2684.155650 = -323799.649610
  nChanged 45
		SP:Iteration 20F (98768.410000 sec): 3 clusters
  Score: Raw -326511.902409 + Penalty 2684.155650 = -323827.746758
  nChanged 43
		SP:Iteration 21Q (98768.580000 sec): 3 clusters
  Score: Raw -326534.411671 + Penalty 2684.155650 = -323850.256020
  nChanged 34
		SP:Iteration 22Q (98768.760000 sec): 3 clusters
  Score: Raw -326548.119238 + Penalty 2684.155650 = -323863.963588
  nChanged 23
		SP:Iteration 23Q (98768.910000 sec): 3 clusters
  Score: Raw -326555.791697 + Penalty 2684.155650 = -323871.636046
  nChanged 19
		SP:Iteration 24Q (98768.990000 sec): 3 clusters
  Score: Raw -326561.301133 + Penalty 2684.155650 = -323877.145482
  nChanged 18
		SP:Iteration 25Q (98769.070000 sec): 3 clusters
  Score: Raw -326569.673685 + Penalty 2684.155650 = -323885.518034
  nChanged 16
		SP:Iteration 26Q (98769.140000 sec): 3 clusters
  Score: Raw -326577.658781 + Penalty 2684.155650 = -323893.503131
  nChanged 17
		SP:Iteration 27Q (98769.220000 sec): 3 clusters
  Score: Raw -326584.310539 + Penalty 2684.155650 = -323900.154889
  nChanged 17
		SP:Iteration 28Q (98769.290000 sec): 3 clusters
  Score: Raw -326591.946798 + Penalty 2684.155650 = -323907.791148
  nChanged 16
		SP:Iteration 29Q (98769.370000 sec): 3 clusters
  Score: Raw -326599.954914 + Penalty 2684.155650 = -323915.799264
  nChanged 18
		SP:Iteration 30Q (98769.450000 sec): 3 clusters
  Score: Raw -326605.781974 + Penalty 2684.155650 = -323921.626324
  nChanged 16
		SP:Iteration 31Q (98769.520000 sec): 3 clusters
  Score: Raw -326611.235387 + Penalty 2684.155650 = -323927.079736
  nChanged 13
		SP:Iteration 32Q (98769.600000 sec): 3 clusters
  Score: Raw -326617.774924 + Penalty 2684.155650 = -323933.619274
  nChanged 14
		SP:Iteration 33Q (98769.670000 sec): 3 clusters
  Score: Raw -326622.905796 + Penalty 2684.155650 = -323938.750145
  nChanged 13
		SP:Iteration 34Q (98769.750000 sec): 3 clusters
  Score: Raw -326625.986505 + Penalty 2684.155650 = -323941.830854
  nChanged 12
		SP:Iteration 35Q (98769.830000 sec): 3 clusters
  Score: Raw -326629.241734 + Penalty 2684.155650 = -323945.086084
  nChanged 13
		SP:Iteration 36Q (98769.910000 sec): 3 clusters
  Score: Raw -326632.308295 + Penalty 2684.155650 = -323948.152644
  nChanged 13
		SP:Iteration 37Q (98769.990000 sec): 3 clusters
  Score: Raw -326636.503230 + Penalty 2684.155650 = -323952.347579
  nChanged 6
		SP:Iteration 38Q (98770.060000 sec): 3 clusters
  Score: Raw -326638.390013 + Penalty 2684.155650 = -323954.234363
  nChanged 5
		SP:Iteration 39Q (98770.140000 sec): 3 clusters
  Score: Raw -326640.312507 + Penalty 2684.155650 = -323956.156856
  nChanged 11
		SP:Iteration 40F (98770.210000 sec): 3 clusters
  Score: Raw -326644.284542 + Penalty 2684.155650 = -323960.128891
  nChanged 9
		SP:Iteration 41Q (98770.290000 sec): 3 clusters
  Score: Raw -326647.395536 + Penalty 2684.155650 = -323963.239885
  nChanged 9
		SP:Iteration 42Q (98770.370000 sec): 3 clusters
  Score: Raw -326648.574255 + Penalty 2684.155650 = -323964.418605
  nChanged 5
		SP:Iteration 43Q (98770.440000 sec): 3 clusters
  Score: Raw -326649.103908 + Penalty 2684.155650 = -323964.948257
  nChanged 2
		SP:Iteration 44Q (98770.520000 sec): 3 clusters
  Score: Raw -326650.134926 + Penalty 2684.155650 = -323965.979275
  nChanged 3
		SP:Iteration 45Q (98770.590000 sec): 3 clusters
  Score: Raw -326650.987223 + Penalty 2684.155650 = -323966.831572
  nChanged 4
		SP:Iteration 46Q (98770.670000 sec): 3 clusters
  Score: Raw -326651.876948 + Penalty 2684.155650 = -323967.721297
  nChanged 4
		SP:Iteration 47Q (98770.860000 sec): 3 clusters
  Score: Raw -326652.360172 + Penalty 2684.155650 = -323968.204521
  nChanged 3
		SP:Iteration 48Q (98771.020000 sec): 3 clusters
  Score: Raw -326652.939604 + Penalty 2684.155650 = -323968.783953
  nChanged 2
		SP:Iteration 49Q (98771.190000 sec): 3 clusters
  Score: Raw -326653.279813 + Penalty 2684.155650 = -323969.124163
  nChanged 2
		SP:Iteration 50Q (98771.350000 sec): 3 clusters
  Score: Raw -326653.773439 + Penalty 2684.155650 = -323969.617788
  nChanged 2
		SP:Iteration 51Q (98771.510000 sec): 3 clusters
  Score: Raw -326654.833219 + Penalty 2684.155650 = -323970.677568
  nChanged 2
		SP:Iteration 52Q (98771.680000 sec): 3 clusters
  Score: Raw -326654.976157 + Penalty 2684.155650 = -323970.820506
  nChanged 0
		SP:Iteration 53F (98771.840000 sec): 3 clusters
  Score: Raw -326654.976157 + Penalty 2684.155650 = -323970.820506
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (3534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98771.940000 sec): 2 clusters
  Score: Raw -263846.383402 + Penalty 1327.655169 = -262518.728233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98772.120000 sec): 3 clusters
  Score: Raw -262174.300427 + Penalty 2655.310337 = -259518.990090
  nChanged 1356
		SP:Iteration 1F (98772.290000 sec): 3 clusters
  Score: Raw -263119.635733 + Penalty 2655.310337 = -260464.325396
  nChanged 314
		SP:Iteration 2F (98772.470000 sec): 3 clusters
  Score: Raw -263449.301917 + Penalty 2655.310337 = -260793.991580
  nChanged 271
		SP:Iteration 3F (98772.650000 sec): 3 clusters
  Score: Raw -263745.724580 + Penalty 2655.310337 = -261090.414243
  nChanged 257
		SP:Iteration 4F (98772.820000 sec): 3 clusters
  Score: Raw -264000.154729 + Penalty 2655.310337 = -261344.844392
  nChanged 188
		SP:Iteration 5F (98773.000000 sec): 3 clusters
  Score: Raw -264162.293801 + Penalty 2655.310337 = -261506.983463
  nChanged 131
		SP:Iteration 6Q (98773.170000 sec): 3 clusters
  Score: Raw -264272.178553 + Penalty 2655.310337 = -261616.868216
  nChanged 110
		SP:Iteration 7Q (98773.350000 sec): 3 clusters
  Score: Raw -264341.246767 + Penalty 2655.310337 = -261685.936430
  nChanged 65
		SP:Iteration 8Q (98773.530000 sec): 3 clusters
  Score: Raw -264367.786219 + Penalty 2655.310337 = -261712.475882
  nChanged 47
		SP:Iteration 9Q (98773.700000 sec): 3 clusters
  Score: Raw -264389.463459 + Penalty 2655.310337 = -261734.153121
  nChanged 31
		SP:Iteration 10Q (98773.870000 sec): 3 clusters
  Score: Raw -264407.393829 + Penalty 2655.310337 = -261752.083491
  nChanged 34
		SP:Iteration 11Q (98774.050000 sec): 3 clusters
  Score: Raw -264427.062966 + Penalty 2655.310337 = -261771.752629
  nChanged 32
		SP:Iteration 12Q (98774.230000 sec): 3 clusters
  Score: Raw -264442.487087 + Penalty 2655.310337 = -261787.176750
  nChanged 31
		SP:Iteration 13Q (98774.450000 sec): 3 clusters
  Score: Raw -264458.904350 + Penalty 2655.310337 = -261803.594013
  nChanged 31
		SP:Iteration 14Q (98774.600000 sec): 3 clusters
  Score: Raw -264470.743513 + Penalty 2655.310337 = -261815.433175
  nChanged 20
		SP:Iteration 15Q (98774.770000 sec): 3 clusters
  Score: Raw -264478.310139 + Penalty 2655.310337 = -261822.999802
  nChanged 18
		SP:Iteration 16Q (98774.950000 sec): 3 clusters
  Score: Raw -264484.296124 + Penalty 2655.310337 = -261828.985787
  nChanged 6
		SP:Iteration 17Q (98775.130000 sec): 3 clusters
  Score: Raw -264487.168612 + Penalty 2655.310337 = -261831.858275
  nChanged 8
		SP:Iteration 18Q (98775.300000 sec): 3 clusters
  Score: Raw -264489.607020 + Penalty 2655.310337 = -261834.296683
  nChanged 9
		SP:Iteration 19Q (98775.480000 sec): 3 clusters
  Score: Raw -264494.206236 + Penalty 2655.310337 = -261838.895899
  nChanged 13
		SP:Iteration 20F (98775.650000 sec): 3 clusters
  Score: Raw -264499.313633 + Penalty 2655.310337 = -261844.003295
  nChanged 6
		SP:Iteration 21Q (98775.830000 sec): 3 clusters
  Score: Raw -264501.196026 + Penalty 2655.310337 = -261845.885689
  nChanged 3
		SP:Iteration 22Q (98776.010000 sec): 3 clusters
  Score: Raw -264502.216615 + Penalty 2655.310337 = -261846.906278
  nChanged 1
		SP:Iteration 23Q (98776.170000 sec): 3 clusters
  Score: Raw -264502.486263 + Penalty 2655.310337 = -261847.175926
  nChanged 1
		SP:Iteration 24Q (98776.330000 sec): 3 clusters
  Score: Raw -264502.663809 + Penalty 2655.310337 = -261847.353472
  nChanged 0
		SP:Iteration 25F (98776.500000 sec): 3 clusters
  Score: Raw -264502.663809 + Penalty 2655.310337 = -261847.353472
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (4149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98776.630000 sec): 2 clusters
  Score: Raw -372347.290350 + Penalty 1353.726176 = -370993.564174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98776.720000 sec): 3 clusters
  Score: Raw -370241.445241 + Penalty 2707.452352 = -367533.992889
  nChanged 1690
		SP:Iteration 1F (98776.800000 sec): 3 clusters
  Score: Raw -371356.312324 + Penalty 2707.452352 = -368648.859973
  nChanged 389
		SP:Iteration 2F (98776.890000 sec): 3 clusters
  Score: Raw -371731.421962 + Penalty 2707.452352 = -369023.969610
  nChanged 328
		SP:Iteration 3F (98776.970000 sec): 3 clusters
  Score: Raw -372032.532907 + Penalty 2707.452352 = -369325.080556
  nChanged 274
		SP:Iteration 4F (98777.050000 sec): 3 clusters
  Score: Raw -372274.854693 + Penalty 2707.452352 = -369567.402342
  nChanged 215
		SP:Iteration 5F (98777.140000 sec): 3 clusters
  Score: Raw -372446.667363 + Penalty 2707.452352 = -369739.215012
  nChanged 169
		SP:Iteration 6Q (98777.230000 sec): 3 clusters
  Score: Raw -372576.969344 + Penalty 2707.452352 = -369869.516992
  nChanged 135
		SP:Iteration 7Q (98777.310000 sec): 3 clusters
  Score: Raw -372677.048690 + Penalty 2707.452352 = -369969.596338
  nChanged 113
		SP:Iteration 8Q (98777.390000 sec): 3 clusters
  Score: Raw -372767.698726 + Penalty 2707.452352 = -370060.246375
  nChanged 114
		SP:Iteration 9Q (98777.470000 sec): 3 clusters
  Score: Raw -372836.143060 + Penalty 2707.452352 = -370128.690708
  nChanged 89
		SP:Iteration 10Q (98777.560000 sec): 3 clusters
  Score: Raw -372873.729483 + Penalty 2707.452352 = -370166.277131
  nChanged 46
		SP:Iteration 11Q (98777.640000 sec): 3 clusters
  Score: Raw -372889.413511 + Penalty 2707.452352 = -370181.961159
  nChanged 38
		SP:Iteration 12Q (98777.730000 sec): 3 clusters
  Score: Raw -372902.137624 + Penalty 2707.452352 = -370194.685272
  nChanged 32
		SP:Iteration 13Q (98777.810000 sec): 3 clusters
  Score: Raw -372910.980614 + Penalty 2707.452352 = -370203.528263
  nChanged 21
		SP:Iteration 14Q (98777.890000 sec): 3 clusters
  Score: Raw -372917.120583 + Penalty 2707.452352 = -370209.668231
  nChanged 21
		SP:Iteration 15Q (98777.980000 sec): 3 clusters
  Score: Raw -372923.689848 + Penalty 2707.452352 = -370216.237496
  nChanged 19
		SP:Iteration 16Q (98778.060000 sec): 3 clusters
  Score: Raw -372929.250838 + Penalty 2707.452352 = -370221.798486
  nChanged 18
		SP:Iteration 17Q (98778.150000 sec): 3 clusters
  Score: Raw -372933.623123 + Penalty 2707.452352 = -370226.170772
  nChanged 16
		SP:Iteration 18Q (98778.230000 sec): 3 clusters
  Score: Raw -372938.289837 + Penalty 2707.452352 = -370230.837485
  nChanged 19
		SP:Iteration 19Q (98778.310000 sec): 3 clusters
  Score: Raw -372943.347330 + Penalty 2707.452352 = -370235.894978
  nChanged 16
		SP:Iteration 20F (98778.400000 sec): 3 clusters
  Score: Raw -372947.137754 + Penalty 2707.452352 = -370239.685403
  nChanged 11
		SP:Iteration 21Q (98778.480000 sec): 3 clusters
  Score: Raw -372948.840418 + Penalty 2707.452352 = -370241.388067
  nChanged 9
		SP:Iteration 22Q (98778.570000 sec): 3 clusters
  Score: Raw -372950.301217 + Penalty 2707.452352 = -370242.848865
  nChanged 4
		SP:Iteration 23Q (98778.650000 sec): 3 clusters
  Score: Raw -372951.001661 + Penalty 2707.452352 = -370243.549309
  nChanged 8
		SP:Iteration 24Q (98778.730000 sec): 3 clusters
  Score: Raw -372953.591354 + Penalty 2707.452352 = -370246.139002
  nChanged 11
		SP:Iteration 25Q (98778.820000 sec): 3 clusters
  Score: Raw -372955.865172 + Penalty 2707.452352 = -370248.412821
  nChanged 7
		SP:Iteration 26Q (98778.900000 sec): 3 clusters
  Score: Raw -372957.726862 + Penalty 2707.452352 = -370250.274511
  nChanged 8
		SP:Iteration 27Q (98778.980000 sec): 3 clusters
  Score: Raw -372959.520971 + Penalty 2707.452352 = -370252.068619
  nChanged 9
		SP:Iteration 28Q (98779.070000 sec): 3 clusters
  Score: Raw -372961.837115 + Penalty 2707.452352 = -370254.384764
  nChanged 11
		SP:Iteration 29Q (98779.150000 sec): 3 clusters
  Score: Raw -372963.861164 + Penalty 2707.452352 = -370256.408812
  nChanged 8
		SP:Iteration 30Q (98779.230000 sec): 3 clusters
  Score: Raw -372965.401028 + Penalty 2707.452352 = -370257.948676
  nChanged 9
		SP:Iteration 31Q (98779.320000 sec): 3 clusters
  Score: Raw -372967.143593 + Penalty 2707.452352 = -370259.691241
  nChanged 6
		SP:Iteration 32Q (98779.400000 sec): 3 clusters
  Score: Raw -372969.446716 + Penalty 2707.452352 = -370261.994365
  nChanged 10
		SP:Iteration 33Q (98779.490000 sec): 3 clusters
  Score: Raw -372971.502547 + Penalty 2707.452352 = -370264.050195
  nChanged 9
		SP:Iteration 34Q (98779.570000 sec): 3 clusters
  Score: Raw -372973.839301 + Penalty 2707.452352 = -370266.386949
  nChanged 9
		SP:Iteration 35Q (98779.650000 sec): 3 clusters
  Score: Raw -372974.784044 + Penalty 2707.452352 = -370267.331693
  nChanged 1
		SP:Iteration 36Q (98779.740000 sec): 3 clusters
  Score: Raw -372974.912146 + Penalty 2707.452352 = -370267.459794
  nChanged 0
		SP:Iteration 37F (98779.820000 sec): 3 clusters
  Score: Raw -372974.912146 + Penalty 2707.452352 = -370267.459794
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (3409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98779.910000 sec): 2 clusters
  Score: Raw -320416.820897 + Penalty 1321.803319 = -319095.017578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98780.090000 sec): 3 clusters
  Score: Raw -318761.033363 + Penalty 2643.606638 = -316117.426724
  nChanged 1300
		SP:Iteration 1F (98780.270000 sec): 3 clusters
  Score: Raw -319537.456102 + Penalty 2643.606638 = -316893.849463
  nChanged 252
		SP:Iteration 2F (98780.440000 sec): 3 clusters
  Score: Raw -319733.961245 + Penalty 2643.606638 = -317090.354607
  nChanged 195
		SP:Iteration 3F (98780.620000 sec): 3 clusters
  Score: Raw -319875.936425 + Penalty 2643.606638 = -317232.329787
  nChanged 160
		SP:Iteration 4Q (98780.790000 sec): 3 clusters
  Score: Raw -319965.005959 + Penalty 2643.606638 = -317321.399320
  nChanged 130
		SP:Iteration 5Q (98780.970000 sec): 3 clusters
  Score: Raw -320034.602626 + Penalty 2643.606638 = -317390.995987
  nChanged 121
		SP:Iteration 6Q (98781.150000 sec): 3 clusters
  Score: Raw -320113.738706 + Penalty 2643.606638 = -317470.132068
  nChanged 112
		SP:Iteration 7Q (98781.320000 sec): 3 clusters
  Score: Raw -320184.117660 + Penalty 2643.606638 = -317540.511022
  nChanged 101
		SP:Iteration 8Q (98781.500000 sec): 3 clusters
  Score: Raw -320246.003140 + Penalty 2643.606638 = -317602.396501
  nChanged 86
		SP:Iteration 9Q (98781.670000 sec): 3 clusters
  Score: Raw -320293.006711 + Penalty 2643.606638 = -317649.400072
  nChanged 79
		SP:Iteration 10Q (98781.850000 sec): 3 clusters
  Score: Raw -320330.967288 + Penalty 2643.606638 = -317687.360649
  nChanged 59
		SP:Iteration 11Q (98782.020000 sec): 3 clusters
  Score: Raw -320355.355248 + Penalty 2643.606638 = -317711.748609
  nChanged 39
		SP:Iteration 12Q (98782.200000 sec): 3 clusters
  Score: Raw -320373.650839 + Penalty 2643.606638 = -317730.044201
  nChanged 34
		SP:Iteration 13Q (98782.370000 sec): 3 clusters
  Score: Raw -320383.734120 + Penalty 2643.606638 = -317740.127481
  nChanged 14
		SP:Iteration 14Q (98782.550000 sec): 3 clusters
  Score: Raw -320388.707373 + Penalty 2643.606638 = -317745.100735
  nChanged 17
		SP:Iteration 15Q (98782.730000 sec): 3 clusters
  Score: Raw -320397.467072 + Penalty 2643.606638 = -317753.860434
  nChanged 20
		SP:Iteration 16Q (98782.900000 sec): 3 clusters
  Score: Raw -320404.657185 + Penalty 2643.606638 = -317761.050547
  nChanged 15
		SP:Iteration 17Q (98783.080000 sec): 3 clusters
  Score: Raw -320409.382706 + Penalty 2643.606638 = -317765.776068
  nChanged 11
		SP:Iteration 18Q (98783.250000 sec): 3 clusters
  Score: Raw -320413.013542 + Penalty 2643.606638 = -317769.406903
  nChanged 2
		SP:Iteration 19Q (98783.430000 sec): 3 clusters
  Score: Raw -320414.004461 + Penalty 2643.606638 = -317770.397822
  nChanged 2
		SP:Iteration 20F (98783.610000 sec): 3 clusters
  Score: Raw -320414.614164 + Penalty 2643.606638 = -317771.007525
  nChanged 3
		SP:Iteration 21Q (98783.780000 sec): 3 clusters
  Score: Raw -320416.141720 + Penalty 2643.606638 = -317772.535082
  nChanged 8
		SP:Iteration 22Q (98783.960000 sec): 3 clusters
  Score: Raw -320419.274739 + Penalty 2643.606638 = -317775.668101
  nChanged 7
		SP:Iteration 23Q (98784.130000 sec): 3 clusters
  Score: Raw -320422.648156 + Penalty 2643.606638 = -317779.041518
  nChanged 13
		SP:Iteration 24Q (98784.310000 sec): 3 clusters
  Score: Raw -320428.191009 + Penalty 2643.606638 = -317784.584371
  nChanged 17
		SP:Iteration 25Q (98784.490000 sec): 3 clusters
  Score: Raw -320435.435119 + Penalty 2643.606638 = -317791.828481
  nChanged 13
		SP:Iteration 26Q (98784.660000 sec): 3 clusters
  Score: Raw -320439.203336 + Penalty 2643.606638 = -317795.596697
  nChanged 7
		SP:Iteration 27Q (98784.840000 sec): 3 clusters
  Score: Raw -320441.493428 + Penalty 2643.606638 = -317797.886790
  nChanged 4
		SP:Iteration 28Q (98785.010000 sec): 3 clusters
  Score: Raw -320442.873376 + Penalty 2643.606638 = -317799.266738
  nChanged 6
		SP:Iteration 29Q (98785.190000 sec): 3 clusters
  Score: Raw -320445.163739 + Penalty 2643.606638 = -317801.557101
  nChanged 3
		SP:Iteration 30Q (98785.370000 sec): 3 clusters
  Score: Raw -320445.822562 + Penalty 2643.606638 = -317802.215924
  nChanged 6
		SP:Iteration 31Q (98785.540000 sec): 3 clusters
  Score: Raw -320447.843984 + Penalty 2643.606638 = -317804.237345
  nChanged 9
		SP:Iteration 32Q (98785.720000 sec): 3 clusters
  Score: Raw -320451.372624 + Penalty 2643.606638 = -317807.765986
  nChanged 9
		SP:Iteration 33Q (98785.890000 sec): 3 clusters
  Score: Raw -320454.459004 + Penalty 2643.606638 = -317810.852365
  nChanged 6
		SP:Iteration 34Q (98786.060000 sec): 3 clusters
  Score: Raw -320456.401484 + Penalty 2643.606638 = -317812.794846
  nChanged 8
		SP:Iteration 35Q (98786.240000 sec): 3 clusters
  Score: Raw -320459.925000 + Penalty 2643.606638 = -317816.318361
  nChanged 5
		SP:Iteration 36Q (98786.420000 sec): 3 clusters
  Score: Raw -320462.701707 + Penalty 2643.606638 = -317819.095069
  nChanged 4
		SP:Iteration 37Q (98786.600000 sec): 3 clusters
  Score: Raw -320463.833144 + Penalty 2643.606638 = -317820.226506
  nChanged 1
		SP:Iteration 38Q (98786.770000 sec): 3 clusters
  Score: Raw -320463.950911 + Penalty 2643.606638 = -317820.344272
  nChanged 0
		SP:Iteration 39F (98786.950000 sec): 3 clusters
  Score: Raw -320463.950911 + Penalty 2643.606638 = -317820.344272
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (13185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98787.100000 sec): 2 clusters
  Score: Raw -1264483.957643 + Penalty 1541.610704 = -1262942.346940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98787.340000 sec): 3 clusters
  Score: Raw -1256753.214568 + Penalty 3083.221407 = -1253669.993161
  nChanged 5868
		SP:Iteration 1F (98787.580000 sec): 3 clusters
  Score: Raw -1260009.134816 + Penalty 3083.221407 = -1256925.913409
  nChanged 791
		SP:Iteration 2F (98787.860000 sec): 3 clusters
  Score: Raw -1260331.731926 + Penalty 3083.221407 = -1257248.510519
  nChanged 649
		SP:Iteration 3Q (98788.140000 sec): 3 clusters
  Score: Raw -1260586.629051 + Penalty 3083.221407 = -1257503.407644
  nChanged 621
		SP:Iteration 4Q (98788.360000 sec): 3 clusters
  Score: Raw -1260851.781926 + Penalty 3083.221407 = -1257768.560519
  nChanged 612
		SP:Iteration 5Q (98788.540000 sec): 3 clusters
  Score: Raw -1261115.856691 + Penalty 3083.221407 = -1258032.635284
  nChanged 589
		SP:Iteration 6Q (98788.850000 sec): 3 clusters
  Score: Raw -1261382.153272 + Penalty 3083.221407 = -1258298.931864
  nChanged 613
		SP:Iteration 7Q (98789.130000 sec): 3 clusters
  Score: Raw -1261681.062241 + Penalty 3083.221407 = -1258597.840834
  nChanged 655
		SP:Iteration 8Q (98789.320000 sec): 3 clusters
  Score: Raw -1262031.493340 + Penalty 3083.221407 = -1258948.271933
  nChanged 682
		SP:Iteration 9F (98789.500000 sec): 3 clusters
  Score: Raw -1262445.154935 + Penalty 3083.221407 = -1259361.933528
  nChanged 674
		SP:Iteration 10F (98789.770000 sec): 3 clusters
  Score: Raw -1262856.000694 + Penalty 3083.221407 = -1259772.779286
  nChanged 577
		SP:Iteration 11Q (98790.060000 sec): 3 clusters
  Score: Raw -1263194.477531 + Penalty 3083.221407 = -1260111.256123
  nChanged 490
		SP:Iteration 12Q (98790.380000 sec): 3 clusters
  Score: Raw -1263476.247592 + Penalty 3083.221407 = -1260393.026185
  nChanged 383
		SP:Iteration 13Q (98790.630000 sec): 3 clusters
  Score: Raw -1263710.690495 + Penalty 3083.221407 = -1260627.469088
  nChanged 315
		SP:Iteration 14Q (98790.840000 sec): 3 clusters
  Score: Raw -1263918.708106 + Penalty 3083.221407 = -1260835.486699
  nChanged 254
		SP:Iteration 15Q (98791.140000 sec): 3 clusters
  Score: Raw -1264084.034693 + Penalty 3083.221407 = -1261000.813286
  nChanged 196
		SP:Iteration 16Q (98791.420000 sec): 3 clusters
  Score: Raw -1264216.239867 + Penalty 3083.221407 = -1261133.018460
  nChanged 179
		SP:Iteration 17Q (98791.670000 sec): 3 clusters
  Score: Raw -1264340.801299 + Penalty 3083.221407 = -1261257.579892
  nChanged 123
		SP:Iteration 18Q (98791.960000 sec): 3 clusters
  Score: Raw -1264419.638262 + Penalty 3083.221407 = -1261336.416854
  nChanged 82
		SP:Iteration 19Q (98792.200000 sec): 3 clusters
  Score: Raw -1264475.378067 + Penalty 3083.221407 = -1261392.156660
  nChanged 76
		SP:Iteration 20F (98792.480000 sec): 3 clusters
  Score: Raw -1264535.516031 + Penalty 3083.221407 = -1261452.294623
  nChanged 75
		SP:Iteration 21Q (98792.730000 sec): 3 clusters
  Score: Raw -1264588.922166 + Penalty 3083.221407 = -1261505.700759
  nChanged 63
		SP:Iteration 22Q (98793.020000 sec): 3 clusters
  Score: Raw -1264628.936695 + Penalty 3083.221407 = -1261545.715288
  nChanged 43
		SP:Iteration 23Q (98793.300000 sec): 3 clusters
  Score: Raw -1264659.957596 + Penalty 3083.221407 = -1261576.736188
  nChanged 34
		SP:Iteration 24Q (98793.580000 sec): 3 clusters
  Score: Raw -1264680.220543 + Penalty 3083.221407 = -1261596.999136
  nChanged 19
		SP:Iteration 25Q (98793.870000 sec): 3 clusters
  Score: Raw -1264692.618361 + Penalty 3083.221407 = -1261609.396954
  nChanged 14
		SP:Iteration 26Q (98794.110000 sec): 3 clusters
  Score: Raw -1264701.495227 + Penalty 3083.221407 = -1261618.273820
  nChanged 12
		SP:Iteration 27Q (98794.430000 sec): 3 clusters
  Score: Raw -1264711.687329 + Penalty 3083.221407 = -1261628.465922
  nChanged 15
		SP:Iteration 28Q (98794.640000 sec): 3 clusters
  Score: Raw -1264722.289869 + Penalty 3083.221407 = -1261639.068461
  nChanged 12
		SP:Iteration 29Q (98794.880000 sec): 3 clusters
  Score: Raw -1264732.102813 + Penalty 3083.221407 = -1261648.881406
  nChanged 9
		SP:Iteration 30Q (98795.130000 sec): 3 clusters
  Score: Raw -1264738.582642 + Penalty 3083.221407 = -1261655.361235
  nChanged 9
		SP:Iteration 31Q (98795.340000 sec): 3 clusters
  Score: Raw -1264744.463865 + Penalty 3083.221407 = -1261661.242458
  nChanged 4
		SP:Iteration 32Q (98795.500000 sec): 3 clusters
  Score: Raw -1264747.625811 + Penalty 3083.221407 = -1261664.404404
  nChanged 4
		SP:Iteration 33Q (98795.660000 sec): 3 clusters
  Score: Raw -1264749.903286 + Penalty 3083.221407 = -1261666.681879
  nChanged 7
		SP:Iteration 34Q (98795.900000 sec): 3 clusters
  Score: Raw -1264755.430881 + Penalty 3083.221407 = -1261672.209474
  nChanged 7
		SP:Iteration 35Q (98796.140000 sec): 3 clusters
  Score: Raw -1264759.296733 + Penalty 3083.221407 = -1261676.075326
  nChanged 3
		SP:Iteration 36Q (98796.380000 sec): 3 clusters
  Score: Raw -1264761.775823 + Penalty 3083.221407 = -1261678.554416
  nChanged 2
		SP:Iteration 37Q (98796.660000 sec): 3 clusters
  Score: Raw -1264762.254861 + Penalty 3083.221407 = -1261679.033454
  nChanged 0
		SP:Iteration 38F (98796.900000 sec): 3 clusters
  Score: Raw -1264762.254861 + Penalty 3083.221407 = -1261679.033454
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (5035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98796.980000 sec): 2 clusters
  Score: Raw -392067.763832 + Penalty 1385.177431 = -390682.586401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98797.160000 sec): 3 clusters
  Score: Raw -389485.073656 + Penalty 2770.354862 = -386714.718794
  nChanged 2033
		SP:Iteration 1F (98797.340000 sec): 3 clusters
  Score: Raw -390816.786657 + Penalty 2770.354862 = -388046.431795
  nChanged 427
		SP:Iteration 2F (98797.510000 sec): 3 clusters
  Score: Raw -391120.163209 + Penalty 2770.354862 = -388349.808348
  nChanged 316
		SP:Iteration 3F (98797.680000 sec): 3 clusters
  Score: Raw -391342.160062 + Penalty 2770.354862 = -388571.805200
  nChanged 251
		SP:Iteration 4Q (98797.860000 sec): 3 clusters
  Score: Raw -391494.716866 + Penalty 2770.354862 = -388724.362005
  nChanged 198
		SP:Iteration 5Q (98798.040000 sec): 3 clusters
  Score: Raw -391607.667655 + Penalty 2770.354862 = -388837.312793
  nChanged 168
		SP:Iteration 6Q (98798.210000 sec): 3 clusters
  Score: Raw -391705.236513 + Penalty 2770.354862 = -388934.881651
  nChanged 163
		SP:Iteration 7Q (98798.390000 sec): 3 clusters
  Score: Raw -391802.786995 + Penalty 2770.354862 = -389032.432133
  nChanged 132
		SP:Iteration 8Q (98798.560000 sec): 3 clusters
  Score: Raw -391874.848446 + Penalty 2770.354862 = -389104.493584
  nChanged 125
		SP:Iteration 9Q (98798.740000 sec): 3 clusters
  Score: Raw -391928.377336 + Penalty 2770.354862 = -389158.022474
  nChanged 97
		SP:Iteration 10Q (98798.910000 sec): 3 clusters
  Score: Raw -391973.571508 + Penalty 2770.354862 = -389203.216646
  nChanged 80
		SP:Iteration 11Q (98799.080000 sec): 3 clusters
  Score: Raw -392004.847563 + Penalty 2770.354862 = -389234.492701
  nChanged 71
		SP:Iteration 12Q (98799.260000 sec): 3 clusters
  Score: Raw -392027.585774 + Penalty 2770.354862 = -389257.230912
  nChanged 44
		SP:Iteration 13Q (98799.440000 sec): 3 clusters
  Score: Raw -392038.824772 + Penalty 2770.354862 = -389268.469910
  nChanged 31
		SP:Iteration 14Q (98799.610000 sec): 3 clusters
  Score: Raw -392048.096182 + Penalty 2770.354862 = -389277.741321
  nChanged 34
		SP:Iteration 15Q (98799.780000 sec): 3 clusters
  Score: Raw -392057.626699 + Penalty 2770.354862 = -389287.271838
  nChanged 23
		SP:Iteration 16Q (98799.960000 sec): 3 clusters
  Score: Raw -392064.490977 + Penalty 2770.354862 = -389294.136116
  nChanged 21
		SP:Iteration 17Q (98800.140000 sec): 3 clusters
  Score: Raw -392068.845893 + Penalty 2770.354862 = -389298.491031
  nChanged 18
		SP:Iteration 18Q (98800.310000 sec): 3 clusters
  Score: Raw -392072.366514 + Penalty 2770.354862 = -389302.011653
  nChanged 16
		SP:Iteration 19Q (98800.480000 sec): 3 clusters
  Score: Raw -392076.547633 + Penalty 2770.354862 = -389306.192772
  nChanged 15
		SP:Iteration 20F (98800.660000 sec): 3 clusters
  Score: Raw -392081.668034 + Penalty 2770.354862 = -389311.313173
  nChanged 14
		SP:Iteration 21Q (98800.840000 sec): 3 clusters
  Score: Raw -392086.007301 + Penalty 2770.354862 = -389315.652439
  nChanged 14
		SP:Iteration 22Q (98801.010000 sec): 3 clusters
  Score: Raw -392089.576045 + Penalty 2770.354862 = -389319.221183
  nChanged 16
		SP:Iteration 23Q (98801.190000 sec): 3 clusters
  Score: Raw -392093.628040 + Penalty 2770.354862 = -389323.273178
  nChanged 15
		SP:Iteration 24Q (98801.370000 sec): 3 clusters
  Score: Raw -392097.084159 + Penalty 2770.354862 = -389326.729298
  nChanged 14
		SP:Iteration 25Q (98801.540000 sec): 3 clusters
  Score: Raw -392099.818809 + Penalty 2770.354862 = -389329.463947
  nChanged 13
		SP:Iteration 26Q (98801.760000 sec): 3 clusters
  Score: Raw -392102.300935 + Penalty 2770.354862 = -389331.946073
  nChanged 6
		SP:Iteration 27Q (98801.940000 sec): 3 clusters
  Score: Raw -392103.689833 + Penalty 2770.354862 = -389333.334971
  nChanged 6
		SP:Iteration 28Q (98802.120000 sec): 3 clusters
  Score: Raw -392104.941730 + Penalty 2770.354862 = -389334.586868
  nChanged 8
		SP:Iteration 29Q (98802.260000 sec): 3 clusters
  Score: Raw -392107.091170 + Penalty 2770.354862 = -389336.736308
  nChanged 7
		SP:Iteration 30Q (98802.440000 sec): 3 clusters
  Score: Raw -392108.630666 + Penalty 2770.354862 = -389338.275805
  nChanged 4
		SP:Iteration 31Q (98802.610000 sec): 3 clusters
  Score: Raw -392109.370367 + Penalty 2770.354862 = -389339.015506
  nChanged 4
		SP:Iteration 32Q (98802.790000 sec): 3 clusters
  Score: Raw -392110.183656 + Penalty 2770.354862 = -389339.828794
  nChanged 7
		SP:Iteration 33Q (98802.960000 sec): 3 clusters
  Score: Raw -392111.421706 + Penalty 2770.354862 = -389341.066845
  nChanged 6
		SP:Iteration 34Q (98803.140000 sec): 3 clusters
  Score: Raw -392112.328062 + Penalty 2770.354862 = -389341.973200
  nChanged 4
		SP:Iteration 35Q (98803.310000 sec): 3 clusters
  Score: Raw -392113.268374 + Penalty 2770.354862 = -389342.913512
  nChanged 4
		SP:Iteration 36Q (98803.490000 sec): 3 clusters
  Score: Raw -392113.738176 + Penalty 2770.354862 = -389343.383314
  nChanged 2
		SP:Iteration 37Q (98803.660000 sec): 3 clusters
  Score: Raw -392114.195004 + Penalty 2770.354862 = -389343.840142
  nChanged 1
		SP:Iteration 38Q (98803.840000 sec): 3 clusters
  Score: Raw -392114.243970 + Penalty 2770.354862 = -389343.889108
  nChanged 1
		SP:Iteration 39Q (98804.010000 sec): 3 clusters
  Score: Raw -392114.332465 + Penalty 2770.354862 = -389343.977603
  nChanged 0
		SP:Iteration 40F (98804.190000 sec): 3 clusters
  Score: Raw -392114.332465 + Penalty 2770.354862 = -389343.977603
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98804.260000 sec): 2 clusters
  Score: Raw -117804.421580 + Penalty 1197.150022 = -116607.271558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98804.430000 sec): 3 clusters
  Score: Raw -117221.653501 + Penalty 2394.300044 = -114827.353456
  nChanged 535
		SP:Iteration 1F (98804.610000 sec): 3 clusters
  Score: Raw -117657.297545 + Penalty 2394.300044 = -115262.997500
  nChanged 134
		SP:Iteration 2F (98804.790000 sec): 3 clusters
  Score: Raw -117853.348438 + Penalty 2394.300044 = -115459.048394
  nChanged 103
		SP:Iteration 3F (98804.940000 sec): 3 clusters
  Score: Raw -117974.557696 + Penalty 2394.300044 = -115580.257651
  nChanged 69
		SP:Iteration 4Q (98805.100000 sec): 3 clusters
  Score: Raw -118050.728496 + Penalty 2394.300044 = -115656.428452
  nChanged 64
		SP:Iteration 5Q (98805.260000 sec): 3 clusters
  Score: Raw -118126.536799 + Penalty 2394.300044 = -115732.236754
  nChanged 53
		SP:Iteration 6Q (98805.420000 sec): 3 clusters
  Score: Raw -118178.837467 + Penalty 2394.300044 = -115784.537423
  nChanged 46
		SP:Iteration 7Q (98805.580000 sec): 3 clusters
  Score: Raw -118231.180877 + Penalty 2394.300044 = -115836.880832
  nChanged 49
		SP:Iteration 8Q (98805.740000 sec): 3 clusters
  Score: Raw -118274.113122 + Penalty 2394.300044 = -115879.813078
  nChanged 30
		SP:Iteration 9Q (98805.900000 sec): 3 clusters
  Score: Raw -118307.277319 + Penalty 2394.300044 = -115912.977274
  nChanged 31
		SP:Iteration 10Q (98806.060000 sec): 3 clusters
  Score: Raw -118346.356318 + Penalty 2394.300044 = -115952.056274
  nChanged 35
		SP:Iteration 11Q (98806.220000 sec): 3 clusters
  Score: Raw -118378.529855 + Penalty 2394.300044 = -115984.229810
  nChanged 31
		SP:Iteration 12Q (98806.400000 sec): 3 clusters
  Score: Raw -118415.979228 + Penalty 2394.300044 = -116021.679183
  nChanged 30
		SP:Iteration 13Q (98806.570000 sec): 3 clusters
  Score: Raw -118451.134038 + Penalty 2394.300044 = -116056.833994
  nChanged 24
		SP:Iteration 14Q (98806.750000 sec): 3 clusters
  Score: Raw -118474.892656 + Penalty 2394.300044 = -116080.592612
  nChanged 20
		SP:Iteration 15Q (98806.930000 sec): 3 clusters
  Score: Raw -118490.959145 + Penalty 2394.300044 = -116096.659100
  nChanged 15
		SP:Iteration 16Q (98807.100000 sec): 3 clusters
  Score: Raw -118506.955939 + Penalty 2394.300044 = -116112.655895
  nChanged 10
		SP:Iteration 17Q (98807.280000 sec): 3 clusters
  Score: Raw -118511.956382 + Penalty 2394.300044 = -116117.656337
  nChanged 5
		SP:Iteration 18Q (98807.450000 sec): 3 clusters
  Score: Raw -118513.887051 + Penalty 2394.300044 = -116119.587006
  nChanged 4
		SP:Iteration 19Q (98807.630000 sec): 3 clusters
  Score: Raw -118516.649230 + Penalty 2394.300044 = -116122.349185
  nChanged 3
		SP:Iteration 20F (98807.810000 sec): 3 clusters
  Score: Raw -118517.595248 + Penalty 2394.300044 = -116123.295204
  nChanged 5
		SP:Iteration 21Q (98807.980000 sec): 3 clusters
  Score: Raw -118520.220152 + Penalty 2394.300044 = -116125.920107
  nChanged 1
		SP:Iteration 22Q (98808.160000 sec): 3 clusters
  Score: Raw -118520.558867 + Penalty 2394.300044 = -116126.258823
  nChanged 0
		SP:Iteration 23F (98808.330000 sec): 3 clusters
  Score: Raw -118520.558867 + Penalty 2394.300044 = -116126.258823
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (2502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98808.410000 sec): 2 clusters
  Score: Raw -241224.893110 + Penalty 1271.537425 = -239953.355685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98808.550000 sec): 3 clusters
  Score: Raw -240090.536229 + Penalty 2543.074850 = -237547.461379
  nChanged 933
		SP:Iteration 1F (98808.600000 sec): 3 clusters
  Score: Raw -240670.234263 + Penalty 2543.074850 = -238127.159413
  nChanged 214
		SP:Iteration 2F (98808.650000 sec): 3 clusters
  Score: Raw -240832.995345 + Penalty 2543.074850 = -238289.920495
  nChanged 136
		SP:Iteration 3F (98808.690000 sec): 3 clusters
  Score: Raw -240937.757422 + Penalty 2543.074850 = -238394.682572
  nChanged 103
		SP:Iteration 4Q (98808.740000 sec): 3 clusters
  Score: Raw -241004.719394 + Penalty 2543.074850 = -238461.644544
  nChanged 87
		SP:Iteration 5Q (98808.790000 sec): 3 clusters
  Score: Raw -241060.784696 + Penalty 2543.074850 = -238517.709846
  nChanged 79
		SP:Iteration 6Q (98808.840000 sec): 3 clusters
  Score: Raw -241111.037515 + Penalty 2543.074850 = -238567.962666
  nChanged 69
		SP:Iteration 7Q (98808.890000 sec): 3 clusters
  Score: Raw -241154.878797 + Penalty 2543.074850 = -238611.803947
  nChanged 60
		SP:Iteration 8Q (98808.930000 sec): 3 clusters
  Score: Raw -241193.724607 + Penalty 2543.074850 = -238650.649758
  nChanged 55
		SP:Iteration 9Q (98808.980000 sec): 3 clusters
  Score: Raw -241231.953782 + Penalty 2543.074850 = -238688.878932
  nChanged 50
		SP:Iteration 10Q (98809.030000 sec): 3 clusters
  Score: Raw -241264.630918 + Penalty 2543.074850 = -238721.556069
  nChanged 41
		SP:Iteration 11Q (98809.080000 sec): 3 clusters
  Score: Raw -241288.554805 + Penalty 2543.074850 = -238745.479956
  nChanged 33
		SP:Iteration 12Q (98809.210000 sec): 3 clusters
  Score: Raw -241304.804728 + Penalty 2543.074850 = -238761.729878
  nChanged 29
		SP:Iteration 13Q (98809.250000 sec): 3 clusters
  Score: Raw -241322.746690 + Penalty 2543.074850 = -238779.671840
  nChanged 30
		SP:Iteration 14Q (98809.310000 sec): 3 clusters
  Score: Raw -241337.832403 + Penalty 2543.074850 = -238794.757553
  nChanged 23
		SP:Iteration 15Q (98809.350000 sec): 3 clusters
  Score: Raw -241351.087818 + Penalty 2543.074850 = -238808.012968
  nChanged 17
		SP:Iteration 16Q (98809.400000 sec): 3 clusters
  Score: Raw -241359.242808 + Penalty 2543.074850 = -238816.167958
  nChanged 11
		SP:Iteration 17Q (98809.450000 sec): 3 clusters
  Score: Raw -241363.378575 + Penalty 2543.074850 = -238820.303725
  nChanged 6
		SP:Iteration 18Q (98809.500000 sec): 3 clusters
  Score: Raw -241367.190312 + Penalty 2543.074850 = -238824.115462
  nChanged 9
		SP:Iteration 19Q (98809.550000 sec): 3 clusters
  Score: Raw -241370.918465 + Penalty 2543.074850 = -238827.843616
  nChanged 6
		SP:Iteration 20F (98809.600000 sec): 3 clusters
  Score: Raw -241373.347093 + Penalty 2543.074850 = -238830.272244
  nChanged 4
		SP:Iteration 21Q (98809.650000 sec): 3 clusters
  Score: Raw -241375.067648 + Penalty 2543.074850 = -238831.992798
  nChanged 5
		SP:Iteration 22Q (98809.700000 sec): 3 clusters
  Score: Raw -241377.281800 + Penalty 2543.074850 = -238834.206951
  nChanged 3
		SP:Iteration 23Q (98809.750000 sec): 3 clusters
  Score: Raw -241378.307360 + Penalty 2543.074850 = -238835.232511
  nChanged 3
		SP:Iteration 24Q (98809.800000 sec): 3 clusters
  Score: Raw -241379.291916 + Penalty 2543.074850 = -238836.217066
  nChanged 0
		SP:Iteration 25F (98809.850000 sec): 3 clusters
  Score: Raw -241379.291916 + Penalty 2543.074850 = -238836.217066
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (5081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98809.980000 sec): 2 clusters
  Score: Raw -360418.480358 + Penalty 1386.655298 = -359031.825060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98810.190000 sec): 3 clusters
  Score: Raw -357850.132451 + Penalty 2773.310596 = -355076.821855
  nChanged 2047
		SP:Iteration 1F (98810.330000 sec): 3 clusters
  Score: Raw -359195.696035 + Penalty 2773.310596 = -356422.385440
  nChanged 430
		SP:Iteration 2F (98810.500000 sec): 3 clusters
  Score: Raw -359506.398697 + Penalty 2773.310596 = -356733.088101
  nChanged 337
		SP:Iteration 3F (98810.670000 sec): 3 clusters
  Score: Raw -359757.611708 + Penalty 2773.310596 = -356984.301112
  nChanged 297
		SP:Iteration 4F (98810.850000 sec): 3 clusters
  Score: Raw -359976.299766 + Penalty 2773.310596 = -357202.989170
  nChanged 246
		SP:Iteration 5Q (98811.030000 sec): 3 clusters
  Score: Raw -360128.117385 + Penalty 2773.310596 = -357354.806789
  nChanged 194
		SP:Iteration 6Q (98811.200000 sec): 3 clusters
  Score: Raw -360254.826755 + Penalty 2773.310596 = -357481.516159
  nChanged 165
		SP:Iteration 7Q (98811.400000 sec): 3 clusters
  Score: Raw -360344.089668 + Penalty 2773.310596 = -357570.779072
  nChanged 111
		SP:Iteration 8Q (98811.600000 sec): 3 clusters
  Score: Raw -360391.552594 + Penalty 2773.310596 = -357618.241998
  nChanged 83
		SP:Iteration 9Q (98811.790000 sec): 3 clusters
  Score: Raw -360424.494085 + Penalty 2773.310596 = -357651.183489
  nChanged 70
		SP:Iteration 10Q (98811.960000 sec): 3 clusters
  Score: Raw -360454.031085 + Penalty 2773.310596 = -357680.720490
  nChanged 64
		SP:Iteration 11Q (98812.130000 sec): 3 clusters
  Score: Raw -360475.050569 + Penalty 2773.310596 = -357701.739973
  nChanged 58
		SP:Iteration 12Q (98812.300000 sec): 3 clusters
  Score: Raw -360495.523801 + Penalty 2773.310596 = -357722.213205
  nChanged 69
		SP:Iteration 13Q (98812.480000 sec): 3 clusters
  Score: Raw -360521.701412 + Penalty 2773.310596 = -357748.390816
  nChanged 52
		SP:Iteration 14Q (98812.650000 sec): 3 clusters
  Score: Raw -360540.745575 + Penalty 2773.310596 = -357767.434979
  nChanged 52
		SP:Iteration 15Q (98812.760000 sec): 3 clusters
  Score: Raw -360561.516579 + Penalty 2773.310596 = -357788.205983
  nChanged 61
		SP:Iteration 16Q (98812.850000 sec): 3 clusters
  Score: Raw -360587.176729 + Penalty 2773.310596 = -357813.866134
  nChanged 51
		SP:Iteration 17Q (98812.960000 sec): 3 clusters
  Score: Raw -360606.000058 + Penalty 2773.310596 = -357832.689462
  nChanged 37
		SP:Iteration 18Q (98813.050000 sec): 3 clusters
  Score: Raw -360617.749607 + Penalty 2773.310596 = -357844.439011
  nChanged 38
		SP:Iteration 19Q (98813.150000 sec): 3 clusters
  Score: Raw -360632.983820 + Penalty 2773.310596 = -357859.673224
  nChanged 46
		SP:Iteration 20F (98813.250000 sec): 3 clusters
  Score: Raw -360650.033241 + Penalty 2773.310596 = -357876.722645
  nChanged 42
		SP:Iteration 21Q (98813.340000 sec): 3 clusters
  Score: Raw -360665.162695 + Penalty 2773.310596 = -357891.852099
  nChanged 49
		SP:Iteration 22Q (98813.540000 sec): 3 clusters
  Score: Raw -360682.361110 + Penalty 2773.310596 = -357909.050514
  nChanged 41
		SP:Iteration 23Q (98813.760000 sec): 3 clusters
  Score: Raw -360695.521728 + Penalty 2773.310596 = -357922.211132
  nChanged 40
		SP:Iteration 24Q (98813.940000 sec): 3 clusters
  Score: Raw -360707.771204 + Penalty 2773.310596 = -357934.460608
  nChanged 30
		SP:Iteration 25Q (98814.130000 sec): 3 clusters
  Score: Raw -360714.129605 + Penalty 2773.310596 = -357940.819009
  nChanged 18
		SP:Iteration 26Q (98814.310000 sec): 3 clusters
  Score: Raw -360718.582236 + Penalty 2773.310596 = -357945.271640
  nChanged 15
		SP:Iteration 27Q (98814.490000 sec): 3 clusters
  Score: Raw -360721.623630 + Penalty 2773.310596 = -357948.313034
  nChanged 17
		SP:Iteration 28Q (98814.630000 sec): 3 clusters
  Score: Raw -360724.349197 + Penalty 2773.310596 = -357951.038602
  nChanged 12
		SP:Iteration 29Q (98814.880000 sec): 3 clusters
  Score: Raw -360726.023688 + Penalty 2773.310596 = -357952.713092
  nChanged 8
		SP:Iteration 30Q (98815.020000 sec): 3 clusters
  Score: Raw -360727.975692 + Penalty 2773.310596 = -357954.665096
  nChanged 7
		SP:Iteration 31Q (98815.190000 sec): 3 clusters
  Score: Raw -360729.287208 + Penalty 2773.310596 = -357955.976612
  nChanged 3
		SP:Iteration 32Q (98815.370000 sec): 3 clusters
  Score: Raw -360729.851865 + Penalty 2773.310596 = -357956.541269
  nChanged 3
		SP:Iteration 33Q (98815.550000 sec): 3 clusters
  Score: Raw -360730.264417 + Penalty 2773.310596 = -357956.953821
  nChanged 4
		SP:Iteration 34Q (98815.710000 sec): 3 clusters
  Score: Raw -360731.458270 + Penalty 2773.310596 = -357958.147674
  nChanged 8
		SP:Iteration 35Q (98815.870000 sec): 3 clusters
  Score: Raw -360733.685481 + Penalty 2773.310596 = -357960.374885
  nChanged 9
		SP:Iteration 36Q (98816.030000 sec): 3 clusters
  Score: Raw -360735.320933 + Penalty 2773.310596 = -357962.010337
  nChanged 13
		SP:Iteration 37Q (98816.190000 sec): 3 clusters
  Score: Raw -360737.180641 + Penalty 2773.310596 = -357963.870046
  nChanged 5
		SP:Iteration 38Q (98816.350000 sec): 3 clusters
  Score: Raw -360737.945647 + Penalty 2773.310596 = -357964.635051
  nChanged 5
		SP:Iteration 39Q (98816.510000 sec): 3 clusters
  Score: Raw -360739.339338 + Penalty 2773.310596 = -357966.028742
  nChanged 2
		SP:Iteration 40F (98816.670000 sec): 3 clusters
  Score: Raw -360739.658309 + Penalty 2773.310596 = -357966.347713
  nChanged 3
		SP:Iteration 41Q (98816.830000 sec): 3 clusters
  Score: Raw -360740.099700 + Penalty 2773.310596 = -357966.789104
  nChanged 3
		SP:Iteration 42Q (98816.990000 sec): 3 clusters
  Score: Raw -360740.618303 + Penalty 2773.310596 = -357967.307707
  nChanged 1
		SP:Iteration 43Q (98817.150000 sec): 3 clusters
  Score: Raw -360740.774824 + Penalty 2773.310596 = -357967.464228
  nChanged 2
		SP:Iteration 44Q (98817.310000 sec): 3 clusters
  Score: Raw -360741.016791 + Penalty 2773.310596 = -357967.706195
  nChanged 1
		SP:Iteration 45Q (98817.510000 sec): 3 clusters
  Score: Raw -360741.317891 + Penalty 2773.310596 = -357968.007295
  nChanged 1
		SP:Iteration 46Q (98817.660000 sec): 3 clusters
  Score: Raw -360741.765846 + Penalty 2773.310596 = -357968.455250
  nChanged 0
		SP:Iteration 47F (98817.820000 sec): 3 clusters
  Score: Raw -360741.765846 + Penalty 2773.310596 = -357968.455250
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (6826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98817.920000 sec): 2 clusters
  Score: Raw -523023.170932 + Penalty 1434.630296 = -521588.540636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98818.120000 sec): 3 clusters
  Score: Raw -519349.057112 + Penalty 2869.260592 = -516479.796519
  nChanged 2802
		SP:Iteration 1F (98818.300000 sec): 3 clusters
  Score: Raw -520988.724250 + Penalty 2869.260592 = -518119.463658
  nChanged 613
		SP:Iteration 2F (98818.490000 sec): 3 clusters
  Score: Raw -521450.222199 + Penalty 2869.260592 = -518580.961607
  nChanged 524
		SP:Iteration 3F (98818.680000 sec): 3 clusters
  Score: Raw -521869.373878 + Penalty 2869.260592 = -519000.113286
  nChanged 464
		SP:Iteration 4F (98818.870000 sec): 3 clusters
  Score: Raw -522220.075933 + Penalty 2869.260592 = -519350.815341
  nChanged 366
		SP:Iteration 5F (98819.060000 sec): 3 clusters
  Score: Raw -522471.585769 + Penalty 2869.260592 = -519602.325177
  nChanged 292
		SP:Iteration 6Q (98819.250000 sec): 3 clusters
  Score: Raw -522656.745729 + Penalty 2869.260592 = -519787.485137
  nChanged 256
		SP:Iteration 7Q (98819.440000 sec): 3 clusters
  Score: Raw -522818.601737 + Penalty 2869.260592 = -519949.341145
  nChanged 244
		SP:Iteration 8Q (98819.620000 sec): 3 clusters
  Score: Raw -522984.751578 + Penalty 2869.260592 = -520115.490986
  nChanged 233
		SP:Iteration 9Q (98819.810000 sec): 3 clusters
  Score: Raw -523114.739495 + Penalty 2869.260592 = -520245.478903
  nChanged 171
		SP:Iteration 10Q (98820.000000 sec): 3 clusters
  Score: Raw -523215.750058 + Penalty 2869.260592 = -520346.489466
  nChanged 163
		SP:Iteration 11Q (98820.190000 sec): 3 clusters
  Score: Raw -523308.688084 + Penalty 2869.260592 = -520439.427492
  nChanged 156
		SP:Iteration 12Q (98820.400000 sec): 3 clusters
  Score: Raw -523385.000091 + Penalty 2869.260592 = -520515.739499
  nChanged 109
		SP:Iteration 13Q (98820.570000 sec): 3 clusters
  Score: Raw -523429.737502 + Penalty 2869.260592 = -520560.476910
  nChanged 81
		SP:Iteration 14Q (98820.790000 sec): 3 clusters
  Score: Raw -523458.324882 + Penalty 2869.260592 = -520589.064289
  nChanged 63
		SP:Iteration 15Q (98820.980000 sec): 3 clusters
  Score: Raw -523480.055754 + Penalty 2869.260592 = -520610.795162
  nChanged 53
		SP:Iteration 16Q (98821.140000 sec): 3 clusters
  Score: Raw -523494.127461 + Penalty 2869.260592 = -520624.866869
  nChanged 52
		SP:Iteration 17Q (98821.320000 sec): 3 clusters
  Score: Raw -523509.253194 + Penalty 2869.260592 = -520639.992602
  nChanged 53
		SP:Iteration 18Q (98821.510000 sec): 3 clusters
  Score: Raw -523524.564781 + Penalty 2869.260592 = -520655.304188
  nChanged 40
		SP:Iteration 19Q (98821.700000 sec): 3 clusters
  Score: Raw -523538.082361 + Penalty 2869.260592 = -520668.821769
  nChanged 43
		SP:Iteration 20F (98821.890000 sec): 3 clusters
  Score: Raw -523548.500225 + Penalty 2869.260592 = -520679.239633
  nChanged 26
		SP:Iteration 21Q (98822.080000 sec): 3 clusters
  Score: Raw -523554.529232 + Penalty 2869.260592 = -520685.268640
  nChanged 26
		SP:Iteration 22Q (98822.260000 sec): 3 clusters
  Score: Raw -523560.731771 + Penalty 2869.260592 = -520691.471179
  nChanged 26
		SP:Iteration 23Q (98822.450000 sec): 3 clusters
  Score: Raw -523566.266826 + Penalty 2869.260592 = -520697.006234
  nChanged 29
		SP:Iteration 24Q (98822.640000 sec): 3 clusters
  Score: Raw -523573.633212 + Penalty 2869.260592 = -520704.372620
  nChanged 33
		SP:Iteration 25Q (98822.830000 sec): 3 clusters
  Score: Raw -523580.671153 + Penalty 2869.260592 = -520711.410561
  nChanged 28
		SP:Iteration 26Q (98823.020000 sec): 3 clusters
  Score: Raw -523585.862106 + Penalty 2869.260592 = -520716.601513
  nChanged 17
		SP:Iteration 27Q (98823.210000 sec): 3 clusters
  Score: Raw -523590.009075 + Penalty 2869.260592 = -520720.748483
  nChanged 22
		SP:Iteration 28Q (98823.400000 sec): 3 clusters
  Score: Raw -523594.711699 + Penalty 2869.260592 = -520725.451107
  nChanged 24
		SP:Iteration 29Q (98823.580000 sec): 3 clusters
  Score: Raw -523599.637060 + Penalty 2869.260592 = -520730.376468
  nChanged 14
		SP:Iteration 30Q (98823.770000 sec): 3 clusters
  Score: Raw -523603.301243 + Penalty 2869.260592 = -520734.040651
  nChanged 24
		SP:Iteration 31Q (98823.960000 sec): 3 clusters
  Score: Raw -523608.752617 + Penalty 2869.260592 = -520739.492025
  nChanged 23
		SP:Iteration 32Q (98824.150000 sec): 3 clusters
  Score: Raw -523614.034277 + Penalty 2869.260592 = -520744.773685
  nChanged 22
		SP:Iteration 33Q (98824.340000 sec): 3 clusters
  Score: Raw -523619.015235 + Penalty 2869.260592 = -520749.754643
  nChanged 23
		SP:Iteration 34Q (98824.520000 sec): 3 clusters
  Score: Raw -523624.268227 + Penalty 2869.260592 = -520755.007635
  nChanged 20
		SP:Iteration 35Q (98824.710000 sec): 3 clusters
  Score: Raw -523629.114286 + Penalty 2869.260592 = -520759.853694
  nChanged 27
		SP:Iteration 36Q (98824.900000 sec): 3 clusters
  Score: Raw -523636.677358 + Penalty 2869.260592 = -520767.416766
  nChanged 27
		SP:Iteration 37Q (98825.080000 sec): 3 clusters
  Score: Raw -523642.624228 + Penalty 2869.260592 = -520773.363636
  nChanged 26
		SP:Iteration 38Q (98825.270000 sec): 3 clusters
  Score: Raw -523647.174934 + Penalty 2869.260592 = -520777.914342
  nChanged 22
		SP:Iteration 39Q (98825.460000 sec): 3 clusters
  Score: Raw -523651.014676 + Penalty 2869.260592 = -520781.754084
  nChanged 20
		SP:Iteration 40F (98825.660000 sec): 3 clusters
  Score: Raw -523655.465833 + Penalty 2869.260592 = -520786.205241
  nChanged 15
		SP:Iteration 41Q (98825.770000 sec): 3 clusters
  Score: Raw -523658.553839 + Penalty 2869.260592 = -520789.293247
  nChanged 18
		SP:Iteration 42Q (98825.880000 sec): 3 clusters
  Score: Raw -523662.599891 + Penalty 2869.260592 = -520793.339299
  nChanged 18
		SP:Iteration 43Q (98825.980000 sec): 3 clusters
  Score: Raw -523666.915557 + Penalty 2869.260592 = -520797.654965
  nChanged 20
		SP:Iteration 44Q (98826.090000 sec): 3 clusters
  Score: Raw -523671.563588 + Penalty 2869.260592 = -520802.302996
  nChanged 26
		SP:Iteration 45Q (98826.200000 sec): 3 clusters
  Score: Raw -523677.079349 + Penalty 2869.260592 = -520807.818757
  nChanged 23
		SP:Iteration 46Q (98826.310000 sec): 3 clusters
  Score: Raw -523682.395143 + Penalty 2869.260592 = -520813.134550
  nChanged 17
		SP:Iteration 47Q (98826.420000 sec): 3 clusters
  Score: Raw -523686.067161 + Penalty 2869.260592 = -520816.806568
  nChanged 17
		SP:Iteration 48Q (98826.520000 sec): 3 clusters
  Score: Raw -523689.523725 + Penalty 2869.260592 = -520820.263133
  nChanged 15
		SP:Iteration 49Q (98826.630000 sec): 3 clusters
  Score: Raw -523692.812061 + Penalty 2869.260592 = -520823.551469
  nChanged 14
		SP:Iteration 50Q (98826.740000 sec): 3 clusters
  Score: Raw -523696.249598 + Penalty 2869.260592 = -520826.989006
  nChanged 14
		SP:Iteration 51Q (98826.940000 sec): 3 clusters
  Score: Raw -523699.459009 + Penalty 2869.260592 = -520830.198417
  nChanged 15
		SP:Iteration 52Q (98827.040000 sec): 3 clusters
  Score: Raw -523703.416589 + Penalty 2869.260592 = -520834.155997
  nChanged 16
		SP:Iteration 53Q (98827.150000 sec): 3 clusters
  Score: Raw -523706.756229 + Penalty 2869.260592 = -520837.495637
  nChanged 11
		SP:Iteration 54Q (98827.260000 sec): 3 clusters
  Score: Raw -523708.740501 + Penalty 2869.260592 = -520839.479909
  nChanged 10
		SP:Iteration 55Q (98827.360000 sec): 3 clusters
  Score: Raw -523711.194540 + Penalty 2869.260592 = -520841.933948
  nChanged 8
		SP:Iteration 56Q (98827.470000 sec): 3 clusters
  Score: Raw -523712.345779 + Penalty 2869.260592 = -520843.085187
  nChanged 6
		SP:Iteration 57Q (98827.670000 sec): 3 clusters
  Score: Raw -523713.031624 + Penalty 2869.260592 = -520843.771032
  nChanged 3
		SP:Iteration 58Q (98827.770000 sec): 3 clusters
  Score: Raw -523713.434256 + Penalty 2869.260592 = -520844.173664
  nChanged 5
		SP:Iteration 59Q (98827.880000 sec): 3 clusters
  Score: Raw -523713.984939 + Penalty 2869.260592 = -520844.724347
  nChanged 6
		SP:Iteration 60F (98827.990000 sec): 3 clusters
  Score: Raw -523714.840935 + Penalty 2869.260592 = -520845.580343
  nChanged 7
		SP:Iteration 61Q (98828.100000 sec): 3 clusters
  Score: Raw -523716.252463 + Penalty 2869.260592 = -520846.991871
  nChanged 11
		SP:Iteration 62Q (98828.210000 sec): 3 clusters
  Score: Raw -523719.007465 + Penalty 2869.260592 = -520849.746873
  nChanged 21
		SP:Iteration 63Q (98828.310000 sec): 3 clusters
  Score: Raw -523724.239558 + Penalty 2869.260592 = -520854.978966
  nChanged 24
		SP:Iteration 64Q (98828.420000 sec): 3 clusters
  Score: Raw -523731.176044 + Penalty 2869.260592 = -520861.915451
  nChanged 26
		SP:Iteration 65Q (98828.630000 sec): 3 clusters
  Score: Raw -523737.689322 + Penalty 2869.260592 = -520868.428730
  nChanged 19
		SP:Iteration 66Q (98828.830000 sec): 3 clusters
  Score: Raw -523740.698689 + Penalty 2869.260592 = -520871.438097
  nChanged 13
		SP:Iteration 67Q (98829.040000 sec): 3 clusters
  Score: Raw -523743.498434 + Penalty 2869.260592 = -520874.237842
  nChanged 13
		SP:Iteration 68Q (98829.240000 sec): 3 clusters
  Score: Raw -523747.623293 + Penalty 2869.260592 = -520878.362701
  nChanged 15
		SP:Iteration 69Q (98829.470000 sec): 3 clusters
  Score: Raw -523751.543082 + Penalty 2869.260592 = -520882.282490
  nChanged 13
		SP:Iteration 70Q (98829.580000 sec): 3 clusters
  Score: Raw -523754.821748 + Penalty 2869.260592 = -520885.561155
  nChanged 14
		SP:Iteration 71Q (98829.680000 sec): 3 clusters
  Score: Raw -523758.678790 + Penalty 2869.260592 = -520889.418197
  nChanged 16
		SP:Iteration 72Q (98829.790000 sec): 3 clusters
  Score: Raw -523762.717368 + Penalty 2869.260592 = -520893.456776
  nChanged 17
		SP:Iteration 73Q (98829.900000 sec): 3 clusters
  Score: Raw -523766.095124 + Penalty 2869.260592 = -520896.834532
  nChanged 14
		SP:Iteration 74Q (98830.000000 sec): 3 clusters
  Score: Raw -523768.716643 + Penalty 2869.260592 = -520899.456051
  nChanged 15
		SP:Iteration 75Q (98830.110000 sec): 3 clusters
  Score: Raw -523772.725655 + Penalty 2869.260592 = -520903.465063
  nChanged 20
		SP:Iteration 76Q (98830.220000 sec): 3 clusters
  Score: Raw -523778.444422 + Penalty 2869.260592 = -520909.183830
  nChanged 23
		SP:Iteration 77Q (98830.320000 sec): 3 clusters
  Score: Raw -523784.365806 + Penalty 2869.260592 = -520915.105214
  nChanged 16
		SP:Iteration 78Q (98830.430000 sec): 3 clusters
  Score: Raw -523787.075090 + Penalty 2869.260592 = -520917.814497
  nChanged 11
		SP:Iteration 79Q (98830.540000 sec): 3 clusters
  Score: Raw -523788.971719 + Penalty 2869.260592 = -520919.711126
  nChanged 13
		SP:Iteration 80F (98830.660000 sec): 3 clusters
  Score: Raw -523791.661797 + Penalty 2869.260592 = -520922.401205
  nChanged 17
		SP:Iteration 81Q (98830.770000 sec): 3 clusters
  Score: Raw -523795.095253 + Penalty 2869.260592 = -520925.834661
  nChanged 15
		SP:Iteration 82Q (98830.880000 sec): 3 clusters
  Score: Raw -523798.143301 + Penalty 2869.260592 = -520928.882709
  nChanged 15
		SP:Iteration 83Q (98830.980000 sec): 3 clusters
  Score: Raw -523801.397346 + Penalty 2869.260592 = -520932.136754
  nChanged 9
		SP:Iteration 84Q (98831.090000 sec): 3 clusters
  Score: Raw -523802.992466 + Penalty 2869.260592 = -520933.731874
  nChanged 7
		SP:Iteration 85Q (98831.280000 sec): 3 clusters
  Score: Raw -523804.588867 + Penalty 2869.260592 = -520935.328275
  nChanged 9
		SP:Iteration 86Q (98831.490000 sec): 3 clusters
  Score: Raw -523806.661383 + Penalty 2869.260592 = -520937.400791
  nChanged 10
		SP:Iteration 87Q (98831.690000 sec): 3 clusters
  Score: Raw -523808.719588 + Penalty 2869.260592 = -520939.458996
  nChanged 12
		SP:Iteration 88Q (98831.890000 sec): 3 clusters
  Score: Raw -523811.243891 + Penalty 2869.260592 = -520941.983299
  nChanged 9
		SP:Iteration 89Q (98832.100000 sec): 3 clusters
  Score: Raw -523812.910415 + Penalty 2869.260592 = -520943.649823
  nChanged 12
		SP:Iteration 90Q (98832.300000 sec): 3 clusters
  Score: Raw -523814.934973 + Penalty 2869.260592 = -520945.674380
  nChanged 10
		SP:Iteration 91Q (98832.510000 sec): 3 clusters
  Score: Raw -523816.453492 + Penalty 2869.260592 = -520947.192900
  nChanged 8
		SP:Iteration 92Q (98832.710000 sec): 3 clusters
  Score: Raw -523818.289724 + Penalty 2869.260592 = -520949.029132
  nChanged 9
		SP:Iteration 93Q (98832.910000 sec): 3 clusters
  Score: Raw -523820.171927 + Penalty 2869.260592 = -520950.911335
  nChanged 7
		SP:Iteration 94Q (98833.120000 sec): 3 clusters
  Score: Raw -523821.509585 + Penalty 2869.260592 = -520952.248993
  nChanged 4
		SP:Iteration 95Q (98833.330000 sec): 3 clusters
  Score: Raw -523822.168734 + Penalty 2869.260592 = -520952.908142
  nChanged 6
		SP:Iteration 96Q (98833.530000 sec): 3 clusters
  Score: Raw -523823.412423 + Penalty 2869.260592 = -520954.151831
  nChanged 5
		SP:Iteration 97Q (98833.780000 sec): 3 clusters
  Score: Raw -523824.566017 + Penalty 2869.260592 = -520955.305425
  nChanged 5
		SP:Iteration 98Q (98833.980000 sec): 3 clusters
  Score: Raw -523825.398982 + Penalty 2869.260592 = -520956.138390
  nChanged 7
		SP:Iteration 99Q (98834.190000 sec): 3 clusters
  Score: Raw -523826.974527 + Penalty 2869.260592 = -520957.713935
  nChanged 9
		SP:Iteration 100F (98834.390000 sec): 3 clusters
  Score: Raw -523829.632227 + Penalty 2869.260592 = -520960.371635
  nChanged 10
		SP:Iteration 101Q (98834.600000 sec): 3 clusters
  Score: Raw -523831.922698 + Penalty 2869.260592 = -520962.662106
  nChanged 7
		SP:Iteration 102Q (98834.800000 sec): 3 clusters
  Score: Raw -523833.227576 + Penalty 2869.260592 = -520963.966984
  nChanged 5
		SP:Iteration 103Q (98835.010000 sec): 3 clusters
  Score: Raw -523834.104983 + Penalty 2869.260592 = -520964.844391
  nChanged 5
		SP:Iteration 104Q (98835.210000 sec): 3 clusters
  Score: Raw -523834.948982 + Penalty 2869.260592 = -520965.688390
  nChanged 6
		SP:Iteration 105Q (98835.410000 sec): 3 clusters
  Score: Raw -523835.850461 + Penalty 2869.260592 = -520966.589869
  nChanged 7
		SP:Iteration 106Q (98835.620000 sec): 3 clusters
  Score: Raw -523837.157811 + Penalty 2869.260592 = -520967.897219
  nChanged 6
		SP:Iteration 107Q (98835.830000 sec): 3 clusters
  Score: Raw -523839.301887 + Penalty 2869.260592 = -520970.041295
  nChanged 8
		SP:Iteration 108Q (98836.030000 sec): 3 clusters
  Score: Raw -523841.146567 + Penalty 2869.260592 = -520971.885975
  nChanged 7
		SP:Iteration 109Q (98836.230000 sec): 3 clusters
  Score: Raw -523842.417660 + Penalty 2869.260592 = -520973.157068
  nChanged 8
		SP:Iteration 110Q (98836.440000 sec): 3 clusters
  Score: Raw -523844.235174 + Penalty 2869.260592 = -520974.974582
  nChanged 8
		SP:Iteration 111Q (98836.640000 sec): 3 clusters
  Score: Raw -523845.575846 + Penalty 2869.260592 = -520976.315254
  nChanged 10
		SP:Iteration 112Q (98836.850000 sec): 3 clusters
  Score: Raw -523847.649442 + Penalty 2869.260592 = -520978.388849
  nChanged 11
		SP:Iteration 113Q (98837.050000 sec): 3 clusters
  Score: Raw -523849.909915 + Penalty 2869.260592 = -520980.649323
  nChanged 13
		SP:Iteration 114Q (98837.250000 sec): 3 clusters
  Score: Raw -523854.354709 + Penalty 2869.260592 = -520985.094117
  nChanged 17
		SP:Iteration 115Q (98837.460000 sec): 3 clusters
  Score: Raw -523858.097114 + Penalty 2869.260592 = -520988.836522
  nChanged 18
		SP:Iteration 116Q (98837.660000 sec): 3 clusters
  Score: Raw -523863.667454 + Penalty 2869.260592 = -520994.406862
  nChanged 15
		SP:Iteration 117Q (98837.870000 sec): 3 clusters
  Score: Raw -523869.144276 + Penalty 2869.260592 = -520999.883684
  nChanged 18
		SP:Iteration 118Q (98838.070000 sec): 3 clusters
  Score: Raw -523873.819472 + Penalty 2869.260592 = -521004.558880
  nChanged 18
		SP:Iteration 119Q (98838.270000 sec): 3 clusters
  Score: Raw -523878.817316 + Penalty 2869.260592 = -521009.556724
  nChanged 17
		SP:Iteration 120F (98838.480000 sec): 3 clusters
  Score: Raw -523884.179365 + Penalty 2869.260592 = -521014.918773
  nChanged 17
		SP:Iteration 121Q (98838.680000 sec): 3 clusters
  Score: Raw -523888.689952 + Penalty 2869.260592 = -521019.429360
  nChanged 14
		SP:Iteration 122Q (98838.890000 sec): 3 clusters
  Score: Raw -523891.270245 + Penalty 2869.260592 = -521022.009653
  nChanged 11
		SP:Iteration 123Q (98839.090000 sec): 3 clusters
  Score: Raw -523893.676003 + Penalty 2869.260592 = -521024.415411
  nChanged 6
		SP:Iteration 124Q (98839.290000 sec): 3 clusters
  Score: Raw -523895.321112 + Penalty 2869.260592 = -521026.060520
  nChanged 5
		SP:Iteration 125Q (98839.490000 sec): 3 clusters
  Score: Raw -523897.058904 + Penalty 2869.260592 = -521027.798312
  nChanged 11
		SP:Iteration 126Q (98839.700000 sec): 3 clusters
  Score: Raw -523900.396720 + Penalty 2869.260592 = -521031.136128
  nChanged 11
		SP:Iteration 127Q (98839.900000 sec): 3 clusters
  Score: Raw -523905.568743 + Penalty 2869.260592 = -521036.308151
  nChanged 13
		SP:Iteration 128Q (98840.110000 sec): 3 clusters
  Score: Raw -523910.340355 + Penalty 2869.260592 = -521041.079763
  nChanged 16
		SP:Iteration 129Q (98840.310000 sec): 3 clusters
  Score: Raw -523914.920296 + Penalty 2869.260592 = -521045.659704
  nChanged 23
		SP:Iteration 130Q (98840.500000 sec): 3 clusters
  Score: Raw -523920.666989 + Penalty 2869.260592 = -521051.406397
  nChanged 27
		SP:Iteration 131Q (98840.600000 sec): 3 clusters
  Score: Raw -523927.959154 + Penalty 2869.260592 = -521058.698562
  nChanged 26
		SP:Iteration 132Q (98840.710000 sec): 3 clusters
  Score: Raw -523933.095372 + Penalty 2869.260592 = -521063.834780
  nChanged 20
		SP:Iteration 133Q (98840.810000 sec): 3 clusters
  Score: Raw -523937.875388 + Penalty 2869.260592 = -521068.614796
  nChanged 17
		SP:Iteration 134Q (98840.920000 sec): 3 clusters
  Score: Raw -523943.273979 + Penalty 2869.260592 = -521074.013387
  nChanged 16
		SP:Iteration 135Q (98841.020000 sec): 3 clusters
  Score: Raw -523947.785338 + Penalty 2869.260592 = -521078.524746
  nChanged 12
		SP:Iteration 136Q (98841.130000 sec): 3 clusters
  Score: Raw -523950.617944 + Penalty 2869.260592 = -521081.357352
  nChanged 10
		SP:Iteration 137Q (98841.230000 sec): 3 clusters
  Score: Raw -523952.555088 + Penalty 2869.260592 = -521083.294496
  nChanged 7
		SP:Iteration 138Q (98841.340000 sec): 3 clusters
  Score: Raw -523955.107554 + Penalty 2869.260592 = -521085.846962
  nChanged 8
		SP:Iteration 139Q (98841.440000 sec): 3 clusters
  Score: Raw -523957.122812 + Penalty 2869.260592 = -521087.862220
  nChanged 12
		SP:Iteration 140F (98841.560000 sec): 3 clusters
  Score: Raw -523960.778603 + Penalty 2869.260592 = -521091.518011
  nChanged 12
		SP:Iteration 141Q (98841.660000 sec): 3 clusters
  Score: Raw -523964.382974 + Penalty 2869.260592 = -521095.122382
  nChanged 15
		SP:Iteration 142Q (98841.770000 sec): 3 clusters
  Score: Raw -523967.656171 + Penalty 2869.260592 = -521098.395579
  nChanged 7
		SP:Iteration 143Q (98841.880000 sec): 3 clusters
  Score: Raw -523968.849802 + Penalty 2869.260592 = -521099.589210
  nChanged 6
		SP:Iteration 144Q (98841.990000 sec): 3 clusters
  Score: Raw -523969.569228 + Penalty 2869.260592 = -521100.308636
  nChanged 3
		SP:Iteration 145Q (98842.090000 sec): 3 clusters
  Score: Raw -523969.930027 + Penalty 2869.260592 = -521100.669435
  nChanged 5
		SP:Iteration 146Q (98842.200000 sec): 3 clusters
  Score: Raw -523970.920654 + Penalty 2869.260592 = -521101.660062
  nChanged 2
		SP:Iteration 147Q (98842.310000 sec): 3 clusters
  Score: Raw -523971.417056 + Penalty 2869.260592 = -521102.156464
  nChanged 5
		SP:Iteration 148Q (98842.420000 sec): 3 clusters
  Score: Raw -523972.445634 + Penalty 2869.260592 = -521103.185042
  nChanged 5
		SP:Iteration 149Q (98842.530000 sec): 3 clusters
  Score: Raw -523973.980964 + Penalty 2869.260592 = -521104.720372
  nChanged 11
		SP:Iteration 150Q (98842.630000 sec): 3 clusters
  Score: Raw -523978.990077 + Penalty 2869.260592 = -521109.729485
  nChanged 15
		SP:Iteration 151Q (98842.740000 sec): 3 clusters
  Score: Raw -523984.045373 + Penalty 2869.260592 = -521114.784781
  nChanged 13
		SP:Iteration 152Q (98842.850000 sec): 3 clusters
  Score: Raw -523987.580096 + Penalty 2869.260592 = -521118.319504
  nChanged 16
		SP:Iteration 153Q (98842.960000 sec): 3 clusters
  Score: Raw -523991.110425 + Penalty 2869.260592 = -521121.849833
  nChanged 9
		SP:Iteration 154Q (98843.070000 sec): 3 clusters
  Score: Raw -523992.414692 + Penalty 2869.260592 = -521123.154100
  nChanged 5
		SP:Iteration 155Q (98843.170000 sec): 3 clusters
  Score: Raw -523993.058260 + Penalty 2869.260592 = -521123.797668
  nChanged 3
		SP:Iteration 156Q (98843.280000 sec): 3 clusters
  Score: Raw -523993.315437 + Penalty 2869.260592 = -521124.054845
  nChanged 1
		SP:Iteration 157Q (98843.390000 sec): 3 clusters
  Score: Raw -523993.726260 + Penalty 2869.260592 = -521124.465668
  nChanged 2
		SP:Iteration 158Q (98843.490000 sec): 3 clusters
  Score: Raw -523994.013847 + Penalty 2869.260592 = -521124.753255
  nChanged 3
		SP:Iteration 159Q (98843.690000 sec): 3 clusters
  Score: Raw -523994.500183 + Penalty 2869.260592 = -521125.239591
  nChanged 2
		SP:Iteration 160F (98843.890000 sec): 3 clusters
  Score: Raw -523995.109034 + Penalty 2869.260592 = -521125.848442
  nChanged 4
		SP:Iteration 161Q (98844.090000 sec): 3 clusters
  Score: Raw -523996.062781 + Penalty 2869.260592 = -521126.802188
  nChanged 4
		SP:Iteration 162Q (98844.260000 sec): 3 clusters
  Score: Raw -523997.302646 + Penalty 2869.260592 = -521128.042054
  nChanged 4
		SP:Iteration 163Q (98844.360000 sec): 3 clusters
  Score: Raw -523998.277664 + Penalty 2869.260592 = -521129.017072
  nChanged 5
		SP:Iteration 164Q (98844.470000 sec): 3 clusters
  Score: Raw -524000.103153 + Penalty 2869.260592 = -521130.842561
  nChanged 7
		SP:Iteration 165Q (98844.570000 sec): 3 clusters
  Score: Raw -524002.080219 + Penalty 2869.260592 = -521132.819627
  nChanged 5
		SP:Iteration 166Q (98844.680000 sec): 3 clusters
  Score: Raw -524003.227261 + Penalty 2869.260592 = -521133.966669
  nChanged 5
		SP:Iteration 167Q (98844.790000 sec): 3 clusters
  Score: Raw -524004.006236 + Penalty 2869.260592 = -521134.745644
  nChanged 5
		SP:Iteration 168Q (98844.900000 sec): 3 clusters
  Score: Raw -524004.853061 + Penalty 2869.260592 = -521135.592469
  nChanged 4
		SP:Iteration 169Q (98845.010000 sec): 3 clusters
  Score: Raw -524005.680751 + Penalty 2869.260592 = -521136.420159
  nChanged 3
		SP:Iteration 170Q (98845.130000 sec): 3 clusters
  Score: Raw -524005.958900 + Penalty 2869.260592 = -521136.698308
  nChanged 2
		SP:Iteration 171Q (98845.230000 sec): 3 clusters
  Score: Raw -524006.667648 + Penalty 2869.260592 = -521137.407056
  nChanged 5
		SP:Iteration 172Q (98845.340000 sec): 3 clusters
  Score: Raw -524007.851887 + Penalty 2869.260592 = -521138.591295
  nChanged 10
		SP:Iteration 173Q (98845.450000 sec): 3 clusters
  Score: Raw -524011.633392 + Penalty 2869.260592 = -521142.372800
  nChanged 10
		SP:Iteration 174Q (98845.560000 sec): 3 clusters
  Score: Raw -524015.043530 + Penalty 2869.260592 = -521145.782938
  nChanged 13
		SP:Iteration 175Q (98845.670000 sec): 3 clusters
  Score: Raw -524019.638331 + Penalty 2869.260592 = -521150.377739
  nChanged 10
		SP:Iteration 176Q (98845.770000 sec): 3 clusters
  Score: Raw -524022.466608 + Penalty 2869.260592 = -521153.206016
  nChanged 9
		SP:Iteration 177Q (98845.890000 sec): 3 clusters
  Score: Raw -524024.231627 + Penalty 2869.260592 = -521154.971035
  nChanged 10
		SP:Iteration 178Q (98845.990000 sec): 3 clusters
  Score: Raw -524026.608626 + Penalty 2869.260592 = -521157.348034
  nChanged 8
		SP:Iteration 179Q (98846.100000 sec): 3 clusters
  Score: Raw -524027.890511 + Penalty 2869.260592 = -521158.629919
  nChanged 5
		SP:Iteration 180F (98846.210000 sec): 3 clusters
  Score: Raw -524028.769971 + Penalty 2869.260592 = -521159.509379
  nChanged 5
		SP:Iteration 181Q (98846.320000 sec): 3 clusters
  Score: Raw -524029.678312 + Penalty 2869.260592 = -521160.417720
  nChanged 4
		SP:Iteration 182Q (98846.430000 sec): 3 clusters
  Score: Raw -524030.386158 + Penalty 2869.260592 = -521161.125566
  nChanged 2
		SP:Iteration 183Q (98846.530000 sec): 3 clusters
  Score: Raw -524030.925617 + Penalty 2869.260592 = -521161.665025
  nChanged 5
		SP:Iteration 184Q (98846.640000 sec): 3 clusters
  Score: Raw -524032.688136 + Penalty 2869.260592 = -521163.427544
  nChanged 6
		SP:Iteration 185Q (98846.750000 sec): 3 clusters
  Score: Raw -524033.468618 + Penalty 2869.260592 = -521164.208026
  nChanged 1
		SP:Iteration 186Q (98846.870000 sec): 3 clusters
  Score: Raw -524033.538882 + Penalty 2869.260592 = -521164.278290
  nChanged 0
		SP:Iteration 187F (98846.990000 sec): 3 clusters
  Score: Raw -524033.538882 + Penalty 2869.260592 = -521164.278290
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (7688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98847.080000 sec): 2 clusters
  Score: Raw -664682.360787 + Penalty 1453.955092 = -663228.405695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98847.290000 sec): 3 clusters
  Score: Raw -660466.394169 + Penalty 2907.910184 = -657558.483985
  nChanged 3279
		SP:Iteration 1F (98847.530000 sec): 3 clusters
  Score: Raw -662570.228827 + Penalty 2907.910184 = -659662.318643
  nChanged 682
		SP:Iteration 2F (98847.730000 sec): 3 clusters
  Score: Raw -663166.983948 + Penalty 2907.910184 = -660259.073764
  nChanged 645
		SP:Iteration 3F (98847.930000 sec): 3 clusters
  Score: Raw -663772.897292 + Penalty 2907.910184 = -660864.987108
  nChanged 569
		SP:Iteration 4F (98848.130000 sec): 3 clusters
  Score: Raw -664315.504920 + Penalty 2907.910184 = -661407.594736
  nChanged 489
		SP:Iteration 5F (98848.320000 sec): 3 clusters
  Score: Raw -664695.388430 + Penalty 2907.910184 = -661787.478246
  nChanged 353
		SP:Iteration 6Q (98848.520000 sec): 3 clusters
  Score: Raw -664931.450996 + Penalty 2907.910184 = -662023.540812
  nChanged 266
		SP:Iteration 7Q (98848.760000 sec): 3 clusters
  Score: Raw -665083.316969 + Penalty 2907.910184 = -662175.406785
  nChanged 187
		SP:Iteration 8Q (98848.960000 sec): 3 clusters
  Score: Raw -665165.579826 + Penalty 2907.910184 = -662257.669642
  nChanged 160
		SP:Iteration 9Q (98849.160000 sec): 3 clusters
  Score: Raw -665220.841995 + Penalty 2907.910184 = -662312.931811
  nChanged 119
		SP:Iteration 10Q (98849.360000 sec): 3 clusters
  Score: Raw -665260.469650 + Penalty 2907.910184 = -662352.559466
  nChanged 97
		SP:Iteration 11Q (98849.550000 sec): 3 clusters
  Score: Raw -665289.060283 + Penalty 2907.910184 = -662381.150099
  nChanged 67
		SP:Iteration 12Q (98849.750000 sec): 3 clusters
  Score: Raw -665303.945658 + Penalty 2907.910184 = -662396.035474
  nChanged 67
		SP:Iteration 13Q (98849.960000 sec): 3 clusters
  Score: Raw -665322.940270 + Penalty 2907.910184 = -662415.030086
  nChanged 55
		SP:Iteration 14Q (98850.150000 sec): 3 clusters
  Score: Raw -665336.650265 + Penalty 2907.910184 = -662428.740082
  nChanged 53
		SP:Iteration 15Q (98850.350000 sec): 3 clusters
  Score: Raw -665349.852975 + Penalty 2907.910184 = -662441.942791
  nChanged 51
		SP:Iteration 16Q (98850.550000 sec): 3 clusters
  Score: Raw -665361.894659 + Penalty 2907.910184 = -662453.984475
  nChanged 51
		SP:Iteration 17Q (98850.750000 sec): 3 clusters
  Score: Raw -665373.050933 + Penalty 2907.910184 = -662465.140749
  nChanged 47
		SP:Iteration 18Q (98850.950000 sec): 3 clusters
  Score: Raw -665382.633800 + Penalty 2907.910184 = -662474.723616
  nChanged 51
		SP:Iteration 19Q (98851.150000 sec): 3 clusters
  Score: Raw -665392.206721 + Penalty 2907.910184 = -662484.296537
  nChanged 41
		SP:Iteration 20F (98851.340000 sec): 3 clusters
  Score: Raw -665400.468729 + Penalty 2907.910184 = -662492.558546
  nChanged 42
		SP:Iteration 21Q (98851.540000 sec): 3 clusters
  Score: Raw -665409.938139 + Penalty 2907.910184 = -662502.027955
  nChanged 36
		SP:Iteration 22Q (98851.660000 sec): 3 clusters
  Score: Raw -665418.140588 + Penalty 2907.910184 = -662510.230404
  nChanged 27
		SP:Iteration 23Q (98851.860000 sec): 3 clusters
  Score: Raw -665424.003589 + Penalty 2907.910184 = -662516.093405
  nChanged 32
		SP:Iteration 24Q (98852.060000 sec): 3 clusters
  Score: Raw -665430.205661 + Penalty 2907.910184 = -662522.295477
  nChanged 35
		SP:Iteration 25Q (98852.260000 sec): 3 clusters
  Score: Raw -665434.808965 + Penalty 2907.910184 = -662526.898781
  nChanged 23
		SP:Iteration 26Q (98852.460000 sec): 3 clusters
  Score: Raw -665437.985962 + Penalty 2907.910184 = -662530.075778
  nChanged 22
		SP:Iteration 27Q (98852.650000 sec): 3 clusters
  Score: Raw -665440.471849 + Penalty 2907.910184 = -662532.561665
  nChanged 15
		SP:Iteration 28Q (98852.850000 sec): 3 clusters
  Score: Raw -665442.305280 + Penalty 2907.910184 = -662534.395096
  nChanged 10
		SP:Iteration 29Q (98853.050000 sec): 3 clusters
  Score: Raw -665443.491645 + Penalty 2907.910184 = -662535.581461
  nChanged 11
		SP:Iteration 30Q (98853.340000 sec): 3 clusters
  Score: Raw -665445.392817 + Penalty 2907.910184 = -662537.482633
  nChanged 19
		SP:Iteration 31Q (98853.490000 sec): 3 clusters
  Score: Raw -665448.080425 + Penalty 2907.910184 = -662540.170241
  nChanged 16
		SP:Iteration 32Q (98853.690000 sec): 3 clusters
  Score: Raw -665450.166476 + Penalty 2907.910184 = -662542.256292
  nChanged 14
		SP:Iteration 33Q (98853.890000 sec): 3 clusters
  Score: Raw -665451.509335 + Penalty 2907.910184 = -662543.599151
  nChanged 12
		SP:Iteration 34Q (98854.090000 sec): 3 clusters
  Score: Raw -665453.005510 + Penalty 2907.910184 = -662545.095326
  nChanged 9
		SP:Iteration 35Q (98854.280000 sec): 3 clusters
  Score: Raw -665454.294792 + Penalty 2907.910184 = -662546.384608
  nChanged 10
		SP:Iteration 36Q (98854.480000 sec): 3 clusters
  Score: Raw -665456.113737 + Penalty 2907.910184 = -662548.203553
  nChanged 15
		SP:Iteration 37Q (98854.680000 sec): 3 clusters
  Score: Raw -665458.273717 + Penalty 2907.910184 = -662550.363533
  nChanged 18
		SP:Iteration 38Q (98854.880000 sec): 3 clusters
  Score: Raw -665460.284374 + Penalty 2907.910184 = -662552.374190
  nChanged 19
		SP:Iteration 39Q (98855.070000 sec): 3 clusters
  Score: Raw -665462.473361 + Penalty 2907.910184 = -662554.563177
  nChanged 12
		SP:Iteration 40F (98855.260000 sec): 3 clusters
  Score: Raw -665464.247640 + Penalty 2907.910184 = -662556.337456
  nChanged 14
		SP:Iteration 41Q (98855.460000 sec): 3 clusters
  Score: Raw -665466.323998 + Penalty 2907.910184 = -662558.413814
  nChanged 16
		SP:Iteration 42Q (98855.660000 sec): 3 clusters
  Score: Raw -665468.529163 + Penalty 2907.910184 = -662560.618979
  nChanged 14
		SP:Iteration 43Q (98855.900000 sec): 3 clusters
  Score: Raw -665469.990884 + Penalty 2907.910184 = -662562.080700
  nChanged 12
		SP:Iteration 44Q (98856.020000 sec): 3 clusters
  Score: Raw -665471.685837 + Penalty 2907.910184 = -662563.775653
  nChanged 15
		SP:Iteration 45Q (98856.140000 sec): 3 clusters
  Score: Raw -665473.459242 + Penalty 2907.910184 = -662565.549058
  nChanged 13
		SP:Iteration 46Q (98856.260000 sec): 3 clusters
  Score: Raw -665475.270032 + Penalty 2907.910184 = -662567.359848
  nChanged 18
		SP:Iteration 47Q (98856.390000 sec): 3 clusters
  Score: Raw -665479.509948 + Penalty 2907.910184 = -662571.599764
  nChanged 25
		SP:Iteration 48Q (98856.610000 sec): 3 clusters
  Score: Raw -665484.715825 + Penalty 2907.910184 = -662576.805641
  nChanged 22
		SP:Iteration 49Q (98856.740000 sec): 3 clusters
  Score: Raw -665487.891095 + Penalty 2907.910184 = -662579.980911
  nChanged 29
		SP:Iteration 50Q (98856.850000 sec): 3 clusters
  Score: Raw -665491.464264 + Penalty 2907.910184 = -662583.554080
  nChanged 24
		SP:Iteration 51Q (98856.970000 sec): 3 clusters
  Score: Raw -665494.888674 + Penalty 2907.910184 = -662586.978490
  nChanged 24
		SP:Iteration 52Q (98857.090000 sec): 3 clusters
  Score: Raw -665497.974962 + Penalty 2907.910184 = -662590.064778
  nChanged 27
		SP:Iteration 53Q (98857.280000 sec): 3 clusters
  Score: Raw -665501.301312 + Penalty 2907.910184 = -662593.391128
  nChanged 17
		SP:Iteration 54Q (98857.480000 sec): 3 clusters
  Score: Raw -665503.982366 + Penalty 2907.910184 = -662596.072182
  nChanged 18
		SP:Iteration 55Q (98857.680000 sec): 3 clusters
  Score: Raw -665506.430802 + Penalty 2907.910184 = -662598.520618
  nChanged 17
		SP:Iteration 56Q (98857.860000 sec): 3 clusters
  Score: Raw -665508.688271 + Penalty 2907.910184 = -662600.778087
  nChanged 16
		SP:Iteration 57Q (98857.980000 sec): 3 clusters
  Score: Raw -665510.724590 + Penalty 2907.910184 = -662602.814406
  nChanged 9
		SP:Iteration 58Q (98858.110000 sec): 3 clusters
  Score: Raw -665512.325449 + Penalty 2907.910184 = -662604.415265
  nChanged 7
		SP:Iteration 59Q (98858.310000 sec): 3 clusters
  Score: Raw -665513.321147 + Penalty 2907.910184 = -662605.410963
  nChanged 9
		SP:Iteration 60F (98858.510000 sec): 3 clusters
  Score: Raw -665514.217335 + Penalty 2907.910184 = -662606.307151
  nChanged 8
		SP:Iteration 61Q (98858.700000 sec): 3 clusters
  Score: Raw -665515.148721 + Penalty 2907.910184 = -662607.238537
  nChanged 8
		SP:Iteration 62Q (98858.820000 sec): 3 clusters
  Score: Raw -665516.233493 + Penalty 2907.910184 = -662608.323309
  nChanged 6
		SP:Iteration 63Q (98858.950000 sec): 3 clusters
  Score: Raw -665516.899098 + Penalty 2907.910184 = -662608.988914
  nChanged 3
		SP:Iteration 64Q (98859.140000 sec): 3 clusters
  Score: Raw -665517.158412 + Penalty 2907.910184 = -662609.248228
  nChanged 6
		SP:Iteration 65Q (98859.340000 sec): 3 clusters
  Score: Raw -665517.651837 + Penalty 2907.910184 = -662609.741653
  nChanged 3
		SP:Iteration 66Q (98859.540000 sec): 3 clusters
  Score: Raw -665518.028330 + Penalty 2907.910184 = -662610.118146
  nChanged 2
		SP:Iteration 67Q (98859.740000 sec): 3 clusters
  Score: Raw -665518.205142 + Penalty 2907.910184 = -662610.294958
  nChanged 1
		SP:Iteration 68Q (98859.940000 sec): 3 clusters
  Score: Raw -665518.266369 + Penalty 2907.910184 = -662610.356185
  nChanged 1
		SP:Iteration 69Q (98860.140000 sec): 3 clusters
  Score: Raw -665518.321206 + Penalty 2907.910184 = -662610.411022
  nChanged 3
		SP:Iteration 70Q (98860.330000 sec): 3 clusters
  Score: Raw -665518.677618 + Penalty 2907.910184 = -662610.767434
  nChanged 4
		SP:Iteration 71Q (98860.530000 sec): 3 clusters
  Score: Raw -665519.311341 + Penalty 2907.910184 = -662611.401157
  nChanged 8
		SP:Iteration 72Q (98860.730000 sec): 3 clusters
  Score: Raw -665520.303216 + Penalty 2907.910184 = -662612.393032
  nChanged 7
		SP:Iteration 73Q (98860.930000 sec): 3 clusters
  Score: Raw -665521.675593 + Penalty 2907.910184 = -662613.765409
  nChanged 11
		SP:Iteration 74Q (98861.130000 sec): 3 clusters
  Score: Raw -665524.769009 + Penalty 2907.910184 = -662616.858825
  nChanged 12
		SP:Iteration 75Q (98861.330000 sec): 3 clusters
  Score: Raw -665527.073624 + Penalty 2907.910184 = -662619.163440
  nChanged 14
		SP:Iteration 76Q (98861.530000 sec): 3 clusters
  Score: Raw -665529.053759 + Penalty 2907.910184 = -662621.143575
  nChanged 15
		SP:Iteration 77Q (98861.720000 sec): 3 clusters
  Score: Raw -665531.150605 + Penalty 2907.910184 = -662623.240421
  nChanged 14
		SP:Iteration 78Q (98861.920000 sec): 3 clusters
  Score: Raw -665533.340476 + Penalty 2907.910184 = -662625.430292
  nChanged 12
		SP:Iteration 79Q (98862.120000 sec): 3 clusters
  Score: Raw -665534.756153 + Penalty 2907.910184 = -662626.845969
  nChanged 8
		SP:Iteration 80F (98862.320000 sec): 3 clusters
  Score: Raw -665535.488116 + Penalty 2907.910184 = -662627.577932
  nChanged 10
		SP:Iteration 81Q (98862.520000 sec): 3 clusters
  Score: Raw -665536.812463 + Penalty 2907.910184 = -662628.902279
  nChanged 12
		SP:Iteration 82Q (98862.720000 sec): 3 clusters
  Score: Raw -665538.280754 + Penalty 2907.910184 = -662630.370570
  nChanged 8
		SP:Iteration 83Q (98862.910000 sec): 3 clusters
  Score: Raw -665539.121545 + Penalty 2907.910184 = -662631.211361
  nChanged 5
		SP:Iteration 84Q (98863.110000 sec): 3 clusters
  Score: Raw -665539.634895 + Penalty 2907.910184 = -662631.724712
  nChanged 1
		SP:Iteration 85Q (98863.310000 sec): 3 clusters
  Score: Raw -665539.656410 + Penalty 2907.910184 = -662631.746226
  nChanged 0
		SP:Iteration 86F (98863.510000 sec): 3 clusters
  Score: Raw -665539.656410 + Penalty 2907.910184 = -662631.746226
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (4915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98863.640000 sec): 2 clusters
  Score: Raw -416438.589046 + Penalty 1381.257643 = -415057.331403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98863.810000 sec): 3 clusters
  Score: Raw -413919.950912 + Penalty 2762.515286 = -411157.435627
  nChanged 1938
		SP:Iteration 1F (98863.990000 sec): 3 clusters
  Score: Raw -415148.051055 + Penalty 2762.515286 = -412385.535770
  nChanged 485
		SP:Iteration 2F (98864.160000 sec): 3 clusters
  Score: Raw -415537.884704 + Penalty 2762.515286 = -412775.369419
  nChanged 385
		SP:Iteration 3F (98864.340000 sec): 3 clusters
  Score: Raw -415863.776040 + Penalty 2762.515286 = -413101.260754
  nChanged 325
		SP:Iteration 4F (98864.510000 sec): 3 clusters
  Score: Raw -416113.723462 + Penalty 2762.515286 = -413351.208177
  nChanged 241
		SP:Iteration 5Q (98864.690000 sec): 3 clusters
  Score: Raw -416278.082778 + Penalty 2762.515286 = -413515.567492
  nChanged 188
		SP:Iteration 6Q (98864.860000 sec): 3 clusters
  Score: Raw -416385.384259 + Penalty 2762.515286 = -413622.868973
  nChanged 130
		SP:Iteration 7Q (98865.040000 sec): 3 clusters
  Score: Raw -416454.034261 + Penalty 2762.515286 = -413691.518975
  nChanged 111
		SP:Iteration 8Q (98865.210000 sec): 3 clusters
  Score: Raw -416500.339211 + Penalty 2762.515286 = -413737.823925
  nChanged 88
		SP:Iteration 9Q (98865.390000 sec): 3 clusters
  Score: Raw -416534.514671 + Penalty 2762.515286 = -413771.999385
  nChanged 62
		SP:Iteration 10Q (98865.560000 sec): 3 clusters
  Score: Raw -416556.940210 + Penalty 2762.515286 = -413794.424924
  nChanged 53
		SP:Iteration 11Q (98865.740000 sec): 3 clusters
  Score: Raw -416572.282252 + Penalty 2762.515286 = -413809.766967
  nChanged 40
		SP:Iteration 12Q (98865.910000 sec): 3 clusters
  Score: Raw -416584.811066 + Penalty 2762.515286 = -413822.295781
  nChanged 32
		SP:Iteration 13Q (98866.090000 sec): 3 clusters
  Score: Raw -416593.519547 + Penalty 2762.515286 = -413831.004262
  nChanged 29
		SP:Iteration 14Q (98866.260000 sec): 3 clusters
  Score: Raw -416602.196757 + Penalty 2762.515286 = -413839.681472
  nChanged 36
		SP:Iteration 15Q (98866.440000 sec): 3 clusters
  Score: Raw -416612.243836 + Penalty 2762.515286 = -413849.728550
  nChanged 34
		SP:Iteration 16Q (98866.620000 sec): 3 clusters
  Score: Raw -416623.885261 + Penalty 2762.515286 = -413861.369975
  nChanged 30
		SP:Iteration 17Q (98866.790000 sec): 3 clusters
  Score: Raw -416633.627260 + Penalty 2762.515286 = -413871.111974
  nChanged 28
		SP:Iteration 18Q (98866.970000 sec): 3 clusters
  Score: Raw -416641.006962 + Penalty 2762.515286 = -413878.491676
  nChanged 17
		SP:Iteration 19Q (98867.140000 sec): 3 clusters
  Score: Raw -416645.123917 + Penalty 2762.515286 = -413882.608631
  nChanged 14
		SP:Iteration 20F (98867.320000 sec): 3 clusters
  Score: Raw -416648.448365 + Penalty 2762.515286 = -413885.933079
  nChanged 11
		SP:Iteration 21Q (98867.490000 sec): 3 clusters
  Score: Raw -416652.334324 + Penalty 2762.515286 = -413889.819038
  nChanged 11
		SP:Iteration 22Q (98867.670000 sec): 3 clusters
  Score: Raw -416654.854003 + Penalty 2762.515286 = -413892.338717
  nChanged 10
		SP:Iteration 23Q (98867.840000 sec): 3 clusters
  Score: Raw -416656.940327 + Penalty 2762.515286 = -413894.425041
  nChanged 5
		SP:Iteration 24Q (98868.020000 sec): 3 clusters
  Score: Raw -416658.554649 + Penalty 2762.515286 = -413896.039364
  nChanged 5
		SP:Iteration 25Q (98868.200000 sec): 3 clusters
  Score: Raw -416659.285136 + Penalty 2762.515286 = -413896.769851
  nChanged 2
		SP:Iteration 26Q (98868.370000 sec): 3 clusters
  Score: Raw -416659.934759 + Penalty 2762.515286 = -413897.419474
  nChanged 3
		SP:Iteration 27Q (98868.590000 sec): 3 clusters
  Score: Raw -416660.559352 + Penalty 2762.515286 = -413898.044067
  nChanged 4
		SP:Iteration 28Q (98868.770000 sec): 3 clusters
  Score: Raw -416661.389310 + Penalty 2762.515286 = -413898.874024
  nChanged 2
		SP:Iteration 29Q (98868.940000 sec): 3 clusters
  Score: Raw -416661.997317 + Penalty 2762.515286 = -413899.482031
  nChanged 1
		SP:Iteration 30Q (98869.120000 sec): 3 clusters
  Score: Raw -416662.144989 + Penalty 2762.515286 = -413899.629703
  nChanged 0
		SP:Iteration 31F (98869.290000 sec): 3 clusters
  Score: Raw -416662.144989 + Penalty 2762.515286 = -413899.629703
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (14159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98869.460000 sec): 2 clusters
  Score: Raw -1216257.650567 + Penalty 1553.192183 = -1214704.458384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98869.740000 sec): 3 clusters
  Score: Raw -1208003.088401 + Penalty 3106.384367 = -1204896.704035
  nChanged 6275
		SP:Iteration 1F (98870.020000 sec): 3 clusters
  Score: Raw -1211984.981846 + Penalty 3106.384367 = -1208878.597479
  nChanged 1219
		SP:Iteration 2F (98870.290000 sec): 3 clusters
  Score: Raw -1212954.237986 + Penalty 3106.384367 = -1209847.853620
  nChanged 1230
		SP:Iteration 3F (98870.570000 sec): 3 clusters
  Score: Raw -1213924.668601 + Penalty 3106.384367 = -1210818.284234
  nChanged 1058
		SP:Iteration 4F (98870.850000 sec): 3 clusters
  Score: Raw -1214675.483730 + Penalty 3106.384367 = -1211569.099364
  nChanged 822
		SP:Iteration 5F (98871.170000 sec): 3 clusters
  Score: Raw -1215162.317637 + Penalty 3106.384367 = -1212055.933270
  nChanged 596
		SP:Iteration 6Q (98871.420000 sec): 3 clusters
  Score: Raw -1215481.906336 + Penalty 3106.384367 = -1212375.521969
  nChanged 464
		SP:Iteration 7Q (98871.740000 sec): 3 clusters
  Score: Raw -1215725.692948 + Penalty 3106.384367 = -1212619.308581
  nChanged 408
		SP:Iteration 8Q (98871.960000 sec): 3 clusters
  Score: Raw -1215942.782231 + Penalty 3106.384367 = -1212836.397864
  nChanged 353
		SP:Iteration 9Q (98872.240000 sec): 3 clusters
  Score: Raw -1216155.344291 + Penalty 3106.384367 = -1213048.959924
  nChanged 350
		SP:Iteration 10Q (98872.510000 sec): 3 clusters
  Score: Raw -1216373.084376 + Penalty 3106.384367 = -1213266.700010
  nChanged 329
		SP:Iteration 11Q (98872.780000 sec): 3 clusters
  Score: Raw -1216542.595947 + Penalty 3106.384367 = -1213436.211581
  nChanged 278
		SP:Iteration 12Q (98873.060000 sec): 3 clusters
  Score: Raw -1216672.080200 + Penalty 3106.384367 = -1213565.695834
  nChanged 238
		SP:Iteration 13Q (98873.380000 sec): 3 clusters
  Score: Raw -1216765.288041 + Penalty 3106.384367 = -1213658.903675
  nChanged 212
		SP:Iteration 14Q (98873.610000 sec): 3 clusters
  Score: Raw -1216842.640223 + Penalty 3106.384367 = -1213736.255856
  nChanged 159
		SP:Iteration 15Q (98873.890000 sec): 3 clusters
  Score: Raw -1216897.819620 + Penalty 3106.384367 = -1213791.435253
  nChanged 140
		SP:Iteration 16Q (98874.160000 sec): 3 clusters
  Score: Raw -1216943.464384 + Penalty 3106.384367 = -1213837.080017
  nChanged 130
		SP:Iteration 17Q (98874.450000 sec): 3 clusters
  Score: Raw -1216985.125278 + Penalty 3106.384367 = -1213878.740911
  nChanged 113
		SP:Iteration 18Q (98874.720000 sec): 3 clusters
  Score: Raw -1217011.901119 + Penalty 3106.384367 = -1213905.516752
  nChanged 97
		SP:Iteration 19Q (98875.000000 sec): 3 clusters
  Score: Raw -1217035.635443 + Penalty 3106.384367 = -1213929.251077
  nChanged 74
		SP:Iteration 20F (98875.280000 sec): 3 clusters
  Score: Raw -1217052.878407 + Penalty 3106.384367 = -1213946.494040
  nChanged 73
		SP:Iteration 21Q (98875.500000 sec): 3 clusters
  Score: Raw -1217067.392055 + Penalty 3106.384367 = -1213961.007688
  nChanged 66
		SP:Iteration 22Q (98875.800000 sec): 3 clusters
  Score: Raw -1217079.182427 + Penalty 3106.384367 = -1213972.798061
  nChanged 50
		SP:Iteration 23Q (98876.030000 sec): 3 clusters
  Score: Raw -1217089.483534 + Penalty 3106.384367 = -1213983.099167
  nChanged 58
		SP:Iteration 24Q (98876.310000 sec): 3 clusters
  Score: Raw -1217100.666135 + Penalty 3106.384367 = -1213994.281768
  nChanged 54
		SP:Iteration 25Q (98876.590000 sec): 3 clusters
  Score: Raw -1217113.595980 + Penalty 3106.384367 = -1214007.211613
  nChanged 51
		SP:Iteration 26Q (98876.860000 sec): 3 clusters
  Score: Raw -1217123.915112 + Penalty 3106.384367 = -1214017.530745
  nChanged 50
		SP:Iteration 27Q (98877.140000 sec): 3 clusters
  Score: Raw -1217133.994644 + Penalty 3106.384367 = -1214027.610277
  nChanged 52
		SP:Iteration 28Q (98877.410000 sec): 3 clusters
  Score: Raw -1217141.722762 + Penalty 3106.384367 = -1214035.338395
  nChanged 41
		SP:Iteration 29Q (98877.690000 sec): 3 clusters
  Score: Raw -1217148.110167 + Penalty 3106.384367 = -1214041.725801
  nChanged 34
		SP:Iteration 30Q (98877.970000 sec): 3 clusters
  Score: Raw -1217153.641119 + Penalty 3106.384367 = -1214047.256753
  nChanged 42
		SP:Iteration 31Q (98878.240000 sec): 3 clusters
  Score: Raw -1217160.826250 + Penalty 3106.384367 = -1214054.441884
  nChanged 39
		SP:Iteration 32Q (98878.530000 sec): 3 clusters
  Score: Raw -1217168.405652 + Penalty 3106.384367 = -1214062.021285
  nChanged 33
		SP:Iteration 33Q (98878.810000 sec): 3 clusters
  Score: Raw -1217174.066859 + Penalty 3106.384367 = -1214067.682493
  nChanged 30
		SP:Iteration 34Q (98879.090000 sec): 3 clusters
  Score: Raw -1217179.024054 + Penalty 3106.384367 = -1214072.639687
  nChanged 26
		SP:Iteration 35Q (98879.370000 sec): 3 clusters
  Score: Raw -1217184.324165 + Penalty 3106.384367 = -1214077.939798
  nChanged 28
		SP:Iteration 36Q (98879.650000 sec): 3 clusters
  Score: Raw -1217188.748259 + Penalty 3106.384367 = -1214082.363893
  nChanged 32
		SP:Iteration 37Q (98879.920000 sec): 3 clusters
  Score: Raw -1217192.924673 + Penalty 3106.384367 = -1214086.540306
  nChanged 19
		SP:Iteration 38Q (98880.200000 sec): 3 clusters
  Score: Raw -1217195.236386 + Penalty 3106.384367 = -1214088.852019
  nChanged 18
		SP:Iteration 39Q (98880.480000 sec): 3 clusters
  Score: Raw -1217197.807046 + Penalty 3106.384367 = -1214091.422680
  nChanged 18
		SP:Iteration 40F (98880.750000 sec): 3 clusters
  Score: Raw -1217199.971261 + Penalty 3106.384367 = -1214093.586895
  nChanged 19
		SP:Iteration 41Q (98881.030000 sec): 3 clusters
  Score: Raw -1217204.251588 + Penalty 3106.384367 = -1214097.867221
  nChanged 24
		SP:Iteration 42Q (98881.310000 sec): 3 clusters
  Score: Raw -1217207.742264 + Penalty 3106.384367 = -1214101.357898
  nChanged 22
		SP:Iteration 43Q (98881.590000 sec): 3 clusters
  Score: Raw -1217210.912511 + Penalty 3106.384367 = -1214104.528145
  nChanged 14
		SP:Iteration 44Q (98881.860000 sec): 3 clusters
  Score: Raw -1217213.971063 + Penalty 3106.384367 = -1214107.586696
  nChanged 10
		SP:Iteration 45Q (98882.140000 sec): 3 clusters
  Score: Raw -1217215.190374 + Penalty 3106.384367 = -1214108.806008
  nChanged 13
		SP:Iteration 46Q (98882.410000 sec): 3 clusters
  Score: Raw -1217217.056464 + Penalty 3106.384367 = -1214110.672098
  nChanged 20
		SP:Iteration 47Q (98882.690000 sec): 3 clusters
  Score: Raw -1217220.351671 + Penalty 3106.384367 = -1214113.967304
  nChanged 19
		SP:Iteration 48Q (98882.960000 sec): 3 clusters
  Score: Raw -1217223.985340 + Penalty 3106.384367 = -1214117.600974
  nChanged 24
		SP:Iteration 49Q (98883.240000 sec): 3 clusters
  Score: Raw -1217227.699344 + Penalty 3106.384367 = -1214121.314978
  nChanged 18
		SP:Iteration 50Q (98883.520000 sec): 3 clusters
  Score: Raw -1217229.853640 + Penalty 3106.384367 = -1214123.469273
  nChanged 15
		SP:Iteration 51Q (98883.790000 sec): 3 clusters
  Score: Raw -1217232.500750 + Penalty 3106.384367 = -1214126.116383
  nChanged 20
		SP:Iteration 52Q (98884.070000 sec): 3 clusters
  Score: Raw -1217236.422970 + Penalty 3106.384367 = -1214130.038603
  nChanged 20
		SP:Iteration 53Q (98884.340000 sec): 3 clusters
  Score: Raw -1217240.245743 + Penalty 3106.384367 = -1214133.861377
  nChanged 20
		SP:Iteration 54Q (98884.620000 sec): 3 clusters
  Score: Raw -1217243.847822 + Penalty 3106.384367 = -1214137.463456
  nChanged 18
		SP:Iteration 55Q (98884.900000 sec): 3 clusters
  Score: Raw -1217247.136914 + Penalty 3106.384367 = -1214140.752548
  nChanged 14
		SP:Iteration 56Q (98885.180000 sec): 3 clusters
  Score: Raw -1217249.806750 + Penalty 3106.384367 = -1214143.422384
  nChanged 16
		SP:Iteration 57Q (98885.450000 sec): 3 clusters
  Score: Raw -1217253.031336 + Penalty 3106.384367 = -1214146.646969
  nChanged 16
		SP:Iteration 58Q (98885.730000 sec): 3 clusters
  Score: Raw -1217255.630328 + Penalty 3106.384367 = -1214149.245961
  nChanged 12
		SP:Iteration 59Q (98886.000000 sec): 3 clusters
  Score: Raw -1217257.910038 + Penalty 3106.384367 = -1214151.525672
  nChanged 10
		SP:Iteration 60F (98886.280000 sec): 3 clusters
  Score: Raw -1217259.361595 + Penalty 3106.384367 = -1214152.977228
  nChanged 6
		SP:Iteration 61Q (98886.560000 sec): 3 clusters
  Score: Raw -1217260.078115 + Penalty 3106.384367 = -1214153.693748
  nChanged 7
		SP:Iteration 62Q (98886.840000 sec): 3 clusters
  Score: Raw -1217261.298643 + Penalty 3106.384367 = -1214154.914276
  nChanged 11
		SP:Iteration 63Q (98887.120000 sec): 3 clusters
  Score: Raw -1217262.619672 + Penalty 3106.384367 = -1214156.235305
  nChanged 12
		SP:Iteration 64Q (98887.390000 sec): 3 clusters
  Score: Raw -1217264.803681 + Penalty 3106.384367 = -1214158.419314
  nChanged 14
		SP:Iteration 65Q (98887.670000 sec): 3 clusters
  Score: Raw -1217267.080295 + Penalty 3106.384367 = -1214160.695928
  nChanged 11
		SP:Iteration 66Q (98887.940000 sec): 3 clusters
  Score: Raw -1217268.200538 + Penalty 3106.384367 = -1214161.816171
  nChanged 4
		SP:Iteration 67Q (98888.220000 sec): 3 clusters
  Score: Raw -1217268.549081 + Penalty 3106.384367 = -1214162.164714
  nChanged 6
		SP:Iteration 68Q (98888.500000 sec): 3 clusters
  Score: Raw -1217269.280237 + Penalty 3106.384367 = -1214162.895871
  nChanged 3
		SP:Iteration 69Q (98888.780000 sec): 3 clusters
  Score: Raw -1217269.529041 + Penalty 3106.384367 = -1214163.144675
  nChanged 0
		SP:Iteration 70F (98889.060000 sec): 3 clusters
  Score: Raw -1217269.529041 + Penalty 3106.384367 = -1214163.144675
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (4726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98889.160000 sec): 2 clusters
  Score: Raw -348671.982585 + Penalty 1374.885599 = -347297.096986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98889.330000 sec): 3 clusters
  Score: Raw -346211.331937 + Penalty 2749.771199 = -343461.560738
  nChanged 1924
		SP:Iteration 1F (98889.500000 sec): 3 clusters
  Score: Raw -347390.504205 + Penalty 2749.771199 = -344640.733006
  nChanged 392
		SP:Iteration 2F (98889.680000 sec): 3 clusters
  Score: Raw -347670.299332 + Penalty 2749.771199 = -344920.528133
  nChanged 319
		SP:Iteration 3F (98889.860000 sec): 3 clusters
  Score: Raw -347894.652855 + Penalty 2749.771199 = -345144.881657
  nChanged 254
		SP:Iteration 4F (98890.030000 sec): 3 clusters
  Score: Raw -348059.007029 + Penalty 2749.771199 = -345309.235830
  nChanged 197
		SP:Iteration 5Q (98890.210000 sec): 3 clusters
  Score: Raw -348183.183150 + Penalty 2749.771199 = -345433.411951
  nChanged 164
		SP:Iteration 6Q (98890.380000 sec): 3 clusters
  Score: Raw -348297.508319 + Penalty 2749.771199 = -345547.737120
  nChanged 155
		SP:Iteration 7Q (98890.560000 sec): 3 clusters
  Score: Raw -348390.658612 + Penalty 2749.771199 = -345640.887413
  nChanged 150
		SP:Iteration 8Q (98890.740000 sec): 3 clusters
  Score: Raw -348474.578053 + Penalty 2749.771199 = -345724.806854
  nChanged 137
		SP:Iteration 9Q (98890.910000 sec): 3 clusters
  Score: Raw -348564.184616 + Penalty 2749.771199 = -345814.413417
  nChanged 124
		SP:Iteration 10Q (98891.090000 sec): 3 clusters
  Score: Raw -348630.702207 + Penalty 2749.771199 = -345880.931009
  nChanged 114
		SP:Iteration 11Q (98891.260000 sec): 3 clusters
  Score: Raw -348695.230448 + Penalty 2749.771199 = -345945.459249
  nChanged 112
		SP:Iteration 12Q (98891.440000 sec): 3 clusters
  Score: Raw -348741.460861 + Penalty 2749.771199 = -345991.689662
  nChanged 84
		SP:Iteration 13Q (98891.620000 sec): 3 clusters
  Score: Raw -348779.165161 + Penalty 2749.771199 = -346029.393962
  nChanged 91
		SP:Iteration 14Q (98891.790000 sec): 3 clusters
  Score: Raw -348822.184143 + Penalty 2749.771199 = -346072.412944
  nChanged 72
		SP:Iteration 15Q (98891.970000 sec): 3 clusters
  Score: Raw -348856.904682 + Penalty 2749.771199 = -346107.133483
  nChanged 72
		SP:Iteration 16Q (98892.140000 sec): 3 clusters
  Score: Raw -348892.042209 + Penalty 2749.771199 = -346142.271010
  nChanged 60
		SP:Iteration 17Q (98892.320000 sec): 3 clusters
  Score: Raw -348914.268851 + Penalty 2749.771199 = -346164.497653
  nChanged 52
		SP:Iteration 18Q (98892.490000 sec): 3 clusters
  Score: Raw -348931.266466 + Penalty 2749.771199 = -346181.495268
  nChanged 56
		SP:Iteration 19Q (98892.670000 sec): 3 clusters
  Score: Raw -348949.863524 + Penalty 2749.771199 = -346200.092325
  nChanged 39
		SP:Iteration 20F (98892.840000 sec): 3 clusters
  Score: Raw -348964.453868 + Penalty 2749.771199 = -346214.682669
  nChanged 35
		SP:Iteration 21Q (98893.020000 sec): 3 clusters
  Score: Raw -348977.530256 + Penalty 2749.771199 = -346227.759057
  nChanged 34
		SP:Iteration 22Q (98893.200000 sec): 3 clusters
  Score: Raw -348991.084647 + Penalty 2749.771199 = -346241.313448
  nChanged 41
		SP:Iteration 23Q (98893.420000 sec): 3 clusters
  Score: Raw -349004.396845 + Penalty 2749.771199 = -346254.625646
  nChanged 33
		SP:Iteration 24Q (98893.590000 sec): 3 clusters
  Score: Raw -349019.502086 + Penalty 2749.771199 = -346269.730887
  nChanged 28
		SP:Iteration 25Q (98893.770000 sec): 3 clusters
  Score: Raw -349029.308146 + Penalty 2749.771199 = -346279.536947
  nChanged 24
		SP:Iteration 26Q (98893.940000 sec): 3 clusters
  Score: Raw -349037.861998 + Penalty 2749.771199 = -346288.090799
  nChanged 27
		SP:Iteration 27Q (98894.120000 sec): 3 clusters
  Score: Raw -349045.843830 + Penalty 2749.771199 = -346296.072631
  nChanged 24
		SP:Iteration 28Q (98894.290000 sec): 3 clusters
  Score: Raw -349053.303723 + Penalty 2749.771199 = -346303.532525
  nChanged 21
		SP:Iteration 29Q (98894.470000 sec): 3 clusters
  Score: Raw -349061.768260 + Penalty 2749.771199 = -346311.997061
  nChanged 28
		SP:Iteration 30Q (98894.640000 sec): 3 clusters
  Score: Raw -349074.994131 + Penalty 2749.771199 = -346325.222932
  nChanged 32
		SP:Iteration 31Q (98894.820000 sec): 3 clusters
  Score: Raw -349088.006597 + Penalty 2749.771199 = -346338.235398
  nChanged 27
		SP:Iteration 32Q (98894.990000 sec): 3 clusters
  Score: Raw -349097.516044 + Penalty 2749.771199 = -346347.744845
  nChanged 26
		SP:Iteration 33Q (98895.170000 sec): 3 clusters
  Score: Raw -349106.596637 + Penalty 2749.771199 = -346356.825438
  nChanged 36
		SP:Iteration 34Q (98895.340000 sec): 3 clusters
  Score: Raw -349122.169175 + Penalty 2749.771199 = -346372.397976
  nChanged 28
		SP:Iteration 35Q (98895.520000 sec): 3 clusters
  Score: Raw -349138.206617 + Penalty 2749.771199 = -346388.435419
  nChanged 33
		SP:Iteration 36Q (98895.700000 sec): 3 clusters
  Score: Raw -349154.550154 + Penalty 2749.771199 = -346404.778955
  nChanged 32
		SP:Iteration 37Q (98895.870000 sec): 3 clusters
  Score: Raw -349165.978308 + Penalty 2749.771199 = -346416.207110
  nChanged 23
		SP:Iteration 38Q (98896.050000 sec): 3 clusters
  Score: Raw -349172.772562 + Penalty 2749.771199 = -346423.001363
  nChanged 17
		SP:Iteration 39Q (98896.220000 sec): 3 clusters
  Score: Raw -349176.844559 + Penalty 2749.771199 = -346427.073360
  nChanged 18
		SP:Iteration 40F (98896.400000 sec): 3 clusters
  Score: Raw -349184.173566 + Penalty 2749.771199 = -346434.402368
  nChanged 14
		SP:Iteration 41Q (98896.570000 sec): 3 clusters
  Score: Raw -349187.635677 + Penalty 2749.771199 = -346437.864478
  nChanged 10
		SP:Iteration 42Q (98896.750000 sec): 3 clusters
  Score: Raw -349190.522900 + Penalty 2749.771199 = -346440.751701
  nChanged 8
		SP:Iteration 43Q (98896.920000 sec): 3 clusters
  Score: Raw -349192.299760 + Penalty 2749.771199 = -346442.528561
  nChanged 4
		SP:Iteration 44Q (98897.100000 sec): 3 clusters
  Score: Raw -349193.808081 + Penalty 2749.771199 = -346444.036882
  nChanged 6
		SP:Iteration 45Q (98897.280000 sec): 3 clusters
  Score: Raw -349195.710102 + Penalty 2749.771199 = -346445.938903
  nChanged 6
		SP:Iteration 46Q (98897.450000 sec): 3 clusters
  Score: Raw -349197.309967 + Penalty 2749.771199 = -346447.538768
  nChanged 9
		SP:Iteration 47Q (98897.630000 sec): 3 clusters
  Score: Raw -349200.287899 + Penalty 2749.771199 = -346450.516700
  nChanged 12
		SP:Iteration 48Q (98897.800000 sec): 3 clusters
  Score: Raw -349204.009389 + Penalty 2749.771199 = -346454.238191
  nChanged 10
		SP:Iteration 49Q (98897.980000 sec): 3 clusters
  Score: Raw -349206.362162 + Penalty 2749.771199 = -346456.590963
  nChanged 3
		SP:Iteration 50Q (98898.150000 sec): 3 clusters
  Score: Raw -349206.798288 + Penalty 2749.771199 = -346457.027089
  nChanged 5
		SP:Iteration 51Q (98898.320000 sec): 3 clusters
  Score: Raw -349207.601388 + Penalty 2749.771199 = -346457.830189
  nChanged 10
		SP:Iteration 52Q (98898.480000 sec): 3 clusters
  Score: Raw -349210.890744 + Penalty 2749.771199 = -346461.119545
  nChanged 9
		SP:Iteration 53Q (98898.640000 sec): 3 clusters
  Score: Raw -349212.507285 + Penalty 2749.771199 = -346462.736086
  nChanged 4
		SP:Iteration 54Q (98898.800000 sec): 3 clusters
  Score: Raw -349213.278747 + Penalty 2749.771199 = -346463.507548
  nChanged 3
		SP:Iteration 55Q (98898.960000 sec): 3 clusters
  Score: Raw -349213.980196 + Penalty 2749.771199 = -346464.208997
  nChanged 4
		SP:Iteration 56Q (98899.120000 sec): 3 clusters
  Score: Raw -349214.558533 + Penalty 2749.771199 = -346464.787335
  nChanged 3
		SP:Iteration 57Q (98899.280000 sec): 3 clusters
  Score: Raw -349215.049408 + Penalty 2749.771199 = -346465.278209
  nChanged 2
		SP:Iteration 58Q (98899.440000 sec): 3 clusters
  Score: Raw -349215.255597 + Penalty 2749.771199 = -346465.484398
  nChanged 0
		SP:Iteration 59F (98899.600000 sec): 3 clusters
  Score: Raw -349215.255597 + Penalty 2749.771199 = -346465.484398
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (5235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98899.720000 sec): 2 clusters
  Score: Raw -377721.543888 + Penalty 1391.507345 = -376330.036543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98899.890000 sec): 3 clusters
  Score: Raw -375008.539777 + Penalty 2783.014690 = -372225.525087
  nChanged 2197
		SP:Iteration 1F (98900.060000 sec): 3 clusters
  Score: Raw -376532.891752 + Penalty 2783.014690 = -373749.877061
  nChanged 482
		SP:Iteration 2F (98900.240000 sec): 3 clusters
  Score: Raw -376926.128866 + Penalty 2783.014690 = -374143.114176
  nChanged 369
		SP:Iteration 3F (98900.420000 sec): 3 clusters
  Score: Raw -377287.797553 + Penalty 2783.014690 = -374504.782863
  nChanged 340
		SP:Iteration 4F (98900.590000 sec): 3 clusters
  Score: Raw -377621.265252 + Penalty 2783.014690 = -374838.250562
  nChanged 304
		SP:Iteration 5F (98900.770000 sec): 3 clusters
  Score: Raw -377876.073264 + Penalty 2783.014690 = -375093.058574
  nChanged 230
		SP:Iteration 6Q (98900.940000 sec): 3 clusters
  Score: Raw -378028.433359 + Penalty 2783.014690 = -375245.418669
  nChanged 140
		SP:Iteration 7Q (98901.120000 sec): 3 clusters
  Score: Raw -378097.917040 + Penalty 2783.014690 = -375314.902349
  nChanged 100
		SP:Iteration 8Q (98901.290000 sec): 3 clusters
  Score: Raw -378147.228534 + Penalty 2783.014690 = -375364.213844
  nChanged 83
		SP:Iteration 9Q (98901.470000 sec): 3 clusters
  Score: Raw -378190.128708 + Penalty 2783.014690 = -375407.114017
  nChanged 74
		SP:Iteration 10Q (98901.640000 sec): 3 clusters
  Score: Raw -378224.522273 + Penalty 2783.014690 = -375441.507583
  nChanged 68
		SP:Iteration 11Q (98901.820000 sec): 3 clusters
  Score: Raw -378252.587342 + Penalty 2783.014690 = -375469.572652
  nChanged 51
		SP:Iteration 12Q (98902.040000 sec): 3 clusters
  Score: Raw -378269.847795 + Penalty 2783.014690 = -375486.833104
  nChanged 46
		SP:Iteration 13Q (98902.210000 sec): 3 clusters
  Score: Raw -378287.556280 + Penalty 2783.014690 = -375504.541590
  nChanged 43
		SP:Iteration 14Q (98902.390000 sec): 3 clusters
  Score: Raw -378302.283965 + Penalty 2783.014690 = -375519.269275
  nChanged 36
		SP:Iteration 15Q (98902.590000 sec): 3 clusters
  Score: Raw -378314.055803 + Penalty 2783.014690 = -375531.041113
  nChanged 21
		SP:Iteration 16Q (98902.820000 sec): 3 clusters
  Score: Raw -378319.561277 + Penalty 2783.014690 = -375536.546587
  nChanged 19
		SP:Iteration 17Q (98902.990000 sec): 3 clusters
  Score: Raw -378324.183888 + Penalty 2783.014690 = -375541.169198
  nChanged 15
		SP:Iteration 18Q (98903.170000 sec): 3 clusters
  Score: Raw -378327.703695 + Penalty 2783.014690 = -375544.689005
  nChanged 16
		SP:Iteration 19Q (98903.340000 sec): 3 clusters
  Score: Raw -378331.190181 + Penalty 2783.014690 = -375548.175491
  nChanged 10
		SP:Iteration 20F (98903.510000 sec): 3 clusters
  Score: Raw -378332.986152 + Penalty 2783.014690 = -375549.971462
  nChanged 10
		SP:Iteration 21Q (98903.690000 sec): 3 clusters
  Score: Raw -378335.425687 + Penalty 2783.014690 = -375552.410997
  nChanged 9
		SP:Iteration 22Q (98903.860000 sec): 3 clusters
  Score: Raw -378338.663293 + Penalty 2783.014690 = -375555.648603
  nChanged 8
		SP:Iteration 23Q (98904.040000 sec): 3 clusters
  Score: Raw -378341.067033 + Penalty 2783.014690 = -375558.052343
  nChanged 10
		SP:Iteration 24Q (98904.210000 sec): 3 clusters
  Score: Raw -378344.257581 + Penalty 2783.014690 = -375561.242891
  nChanged 13
		SP:Iteration 25Q (98904.380000 sec): 3 clusters
  Score: Raw -378348.064172 + Penalty 2783.014690 = -375565.049482
  nChanged 13
		SP:Iteration 26Q (98904.560000 sec): 3 clusters
  Score: Raw -378352.171882 + Penalty 2783.014690 = -375569.157192
  nChanged 13
		SP:Iteration 27Q (98904.770000 sec): 3 clusters
  Score: Raw -378358.398947 + Penalty 2783.014690 = -375575.384257
  nChanged 17
		SP:Iteration 28Q (98904.960000 sec): 3 clusters
  Score: Raw -378364.115336 + Penalty 2783.014690 = -375581.100646
  nChanged 12
		SP:Iteration 29Q (98905.140000 sec): 3 clusters
  Score: Raw -378369.025050 + Penalty 2783.014690 = -375586.010359
  nChanged 12
		SP:Iteration 30Q (98905.320000 sec): 3 clusters
  Score: Raw -378372.915195 + Penalty 2783.014690 = -375589.900505
  nChanged 8
		SP:Iteration 31Q (98905.500000 sec): 3 clusters
  Score: Raw -378375.443585 + Penalty 2783.014690 = -375592.428895
  nChanged 7
		SP:Iteration 32Q (98905.680000 sec): 3 clusters
  Score: Raw -378377.194563 + Penalty 2783.014690 = -375594.179873
  nChanged 4
		SP:Iteration 33Q (98905.860000 sec): 3 clusters
  Score: Raw -378378.439968 + Penalty 2783.014690 = -375595.425278
  nChanged 5
		SP:Iteration 34Q (98906.000000 sec): 3 clusters
  Score: Raw -378380.026890 + Penalty 2783.014690 = -375597.012200
  nChanged 5
		SP:Iteration 35Q (98906.180000 sec): 3 clusters
  Score: Raw -378381.732266 + Penalty 2783.014690 = -375598.717576
  nChanged 8
		SP:Iteration 36Q (98906.350000 sec): 3 clusters
  Score: Raw -378383.471987 + Penalty 2783.014690 = -375600.457297
  nChanged 5
		SP:Iteration 37Q (98906.520000 sec): 3 clusters
  Score: Raw -378384.487267 + Penalty 2783.014690 = -375601.472577
  nChanged 3
		SP:Iteration 38Q (98906.700000 sec): 3 clusters
  Score: Raw -378385.652059 + Penalty 2783.014690 = -375602.637369
  nChanged 4
		SP:Iteration 39Q (98906.870000 sec): 3 clusters
  Score: Raw -378387.539357 + Penalty 2783.014690 = -375604.524667
  nChanged 8
		SP:Iteration 40F (98907.040000 sec): 3 clusters
  Score: Raw -378389.704853 + Penalty 2783.014690 = -375606.690163
  nChanged 13
		SP:Iteration 41Q (98907.260000 sec): 3 clusters
  Score: Raw -378393.607335 + Penalty 2783.014690 = -375610.592645
  nChanged 16
		SP:Iteration 42Q (98907.430000 sec): 3 clusters
  Score: Raw -378397.934928 + Penalty 2783.014690 = -375614.920238
  nChanged 10
		SP:Iteration 43Q (98907.610000 sec): 3 clusters
  Score: Raw -378401.330254 + Penalty 2783.014690 = -375618.315564
  nChanged 13
		SP:Iteration 44Q (98907.790000 sec): 3 clusters
  Score: Raw -378405.637157 + Penalty 2783.014690 = -375622.622467
  nChanged 21
		SP:Iteration 45Q (98907.940000 sec): 3 clusters
  Score: Raw -378411.822850 + Penalty 2783.014690 = -375628.808160
  nChanged 13
		SP:Iteration 46Q (98908.120000 sec): 3 clusters
  Score: Raw -378415.477563 + Penalty 2783.014690 = -375632.462873
  nChanged 10
		SP:Iteration 47Q (98908.210000 sec): 3 clusters
  Score: Raw -378417.349392 + Penalty 2783.014690 = -375634.334702
  nChanged 8
		SP:Iteration 48Q (98908.310000 sec): 3 clusters
  Score: Raw -378419.189125 + Penalty 2783.014690 = -375636.174435
  nChanged 5
		SP:Iteration 49Q (98908.510000 sec): 3 clusters
  Score: Raw -378420.719681 + Penalty 2783.014690 = -375637.704990
  nChanged 6
		SP:Iteration 50Q (98908.680000 sec): 3 clusters
  Score: Raw -378421.884783 + Penalty 2783.014690 = -375638.870093
  nChanged 2
		SP:Iteration 51Q (98908.850000 sec): 3 clusters
  Score: Raw -378422.118032 + Penalty 2783.014690 = -375639.103342
  nChanged 2
		SP:Iteration 52Q (98909.030000 sec): 3 clusters
  Score: Raw -378422.783165 + Penalty 2783.014690 = -375639.768475
  nChanged 0
		SP:Iteration 53F (98909.200000 sec): 3 clusters
  Score: Raw -378422.783165 + Penalty 2783.014690 = -375639.768475
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (4923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98909.300000 sec): 2 clusters
  Score: Raw -372725.953151 + Penalty 1381.521924 = -371344.431226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98909.470000 sec): 3 clusters
  Score: Raw -370165.445253 + Penalty 2763.043848 = -367402.401404
  nChanged 2000
		SP:Iteration 1F (98909.640000 sec): 3 clusters
  Score: Raw -371359.531921 + Penalty 2763.043848 = -368596.488073
  nChanged 445
		SP:Iteration 2F (98909.820000 sec): 3 clusters
  Score: Raw -371765.146579 + Penalty 2763.043848 = -369002.102731
  nChanged 386
		SP:Iteration 3F (98910.000000 sec): 3 clusters
  Score: Raw -372182.567867 + Penalty 2763.043848 = -369419.524018
  nChanged 346
		SP:Iteration 4F (98910.170000 sec): 3 clusters
  Score: Raw -372514.296430 + Penalty 2763.043848 = -369751.252581
  nChanged 298
		SP:Iteration 5F (98910.350000 sec): 3 clusters
  Score: Raw -372788.859890 + Penalty 2763.043848 = -370025.816041
  nChanged 247
		SP:Iteration 6F (98910.520000 sec): 3 clusters
  Score: Raw -372995.675042 + Penalty 2763.043848 = -370232.631193
  nChanged 202
		SP:Iteration 7Q (98910.700000 sec): 3 clusters
  Score: Raw -373139.800314 + Penalty 2763.043848 = -370376.756466
  nChanged 164
		SP:Iteration 8Q (98910.900000 sec): 3 clusters
  Score: Raw -373242.827231 + Penalty 2763.043848 = -370479.783383
  nChanged 137
		SP:Iteration 9Q (98911.090000 sec): 3 clusters
  Score: Raw -373322.828433 + Penalty 2763.043848 = -370559.784585
  nChanged 109
		SP:Iteration 10Q (98911.260000 sec): 3 clusters
  Score: Raw -373383.339204 + Penalty 2763.043848 = -370620.295355
  nChanged 102
		SP:Iteration 11Q (98911.440000 sec): 3 clusters
  Score: Raw -373440.252956 + Penalty 2763.043848 = -370677.209107
  nChanged 86
		SP:Iteration 12Q (98911.620000 sec): 3 clusters
  Score: Raw -373483.624302 + Penalty 2763.043848 = -370720.580453
  nChanged 78
		SP:Iteration 13Q (98911.790000 sec): 3 clusters
  Score: Raw -373513.502922 + Penalty 2763.043848 = -370750.459074
  nChanged 63
		SP:Iteration 14Q (98911.970000 sec): 3 clusters
  Score: Raw -373541.037353 + Penalty 2763.043848 = -370777.993505
  nChanged 46
		SP:Iteration 15Q (98912.140000 sec): 3 clusters
  Score: Raw -373559.912382 + Penalty 2763.043848 = -370796.868533
  nChanged 48
		SP:Iteration 16Q (98912.320000 sec): 3 clusters
  Score: Raw -373582.053971 + Penalty 2763.043848 = -370819.010123
  nChanged 56
		SP:Iteration 17Q (98912.490000 sec): 3 clusters
  Score: Raw -373610.015752 + Penalty 2763.043848 = -370846.971904
  nChanged 56
		SP:Iteration 18Q (98912.670000 sec): 3 clusters
  Score: Raw -373630.182973 + Penalty 2763.043848 = -370867.139125
  nChanged 40
		SP:Iteration 19Q (98912.840000 sec): 3 clusters
  Score: Raw -373644.265080 + Penalty 2763.043848 = -370881.221231
  nChanged 35
		SP:Iteration 20F (98913.020000 sec): 3 clusters
  Score: Raw -373654.542084 + Penalty 2763.043848 = -370891.498235
  nChanged 30
		SP:Iteration 21Q (98913.190000 sec): 3 clusters
  Score: Raw -373665.326838 + Penalty 2763.043848 = -370902.282990
  nChanged 37
		SP:Iteration 22Q (98913.370000 sec): 3 clusters
  Score: Raw -373678.304068 + Penalty 2763.043848 = -370915.260220
  nChanged 32
		SP:Iteration 23Q (98913.540000 sec): 3 clusters
  Score: Raw -373688.596760 + Penalty 2763.043848 = -370925.552911
  nChanged 29
		SP:Iteration 24Q (98913.720000 sec): 3 clusters
  Score: Raw -373698.475229 + Penalty 2763.043848 = -370935.431381
  nChanged 31
		SP:Iteration 25Q (98913.940000 sec): 3 clusters
  Score: Raw -373711.454498 + Penalty 2763.043848 = -370948.410650
  nChanged 32
		SP:Iteration 26Q (98914.120000 sec): 3 clusters
  Score: Raw -373722.058060 + Penalty 2763.043848 = -370959.014211
  nChanged 27
		SP:Iteration 27Q (98914.260000 sec): 3 clusters
  Score: Raw -373729.278208 + Penalty 2763.043848 = -370966.234360
  nChanged 19
		SP:Iteration 28Q (98914.440000 sec): 3 clusters
  Score: Raw -373733.048133 + Penalty 2763.043848 = -370970.004285
  nChanged 11
		SP:Iteration 29Q (98914.630000 sec): 3 clusters
  Score: Raw -373735.190229 + Penalty 2763.043848 = -370972.146381
  nChanged 14
		SP:Iteration 30Q (98914.720000 sec): 3 clusters
  Score: Raw -373738.037841 + Penalty 2763.043848 = -370974.993993
  nChanged 13
		SP:Iteration 31Q (98914.810000 sec): 3 clusters
  Score: Raw -373739.706991 + Penalty 2763.043848 = -370976.663143
  nChanged 6
		SP:Iteration 32Q (98914.910000 sec): 3 clusters
  Score: Raw -373740.545339 + Penalty 2763.043848 = -370977.501491
  nChanged 4
		SP:Iteration 33Q (98915.000000 sec): 3 clusters
  Score: Raw -373740.845707 + Penalty 2763.043848 = -370977.801859
  nChanged 2
		SP:Iteration 34Q (98915.100000 sec): 3 clusters
  Score: Raw -373741.022173 + Penalty 2763.043848 = -370977.978325
  nChanged 0
		SP:Iteration 35F (98915.190000 sec): 3 clusters
  Score: Raw -373741.022173 + Penalty 2763.043848 = -370977.978325
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (3201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98915.260000 sec): 2 clusters
  Score: Raw -269444.002510 + Penalty 1311.573013 = -268132.429498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98915.320000 sec): 3 clusters
  Score: Raw -267876.709090 + Penalty 2623.146025 = -265253.563064
  nChanged 1256
		SP:Iteration 1F (98915.390000 sec): 3 clusters
  Score: Raw -268750.172613 + Penalty 2623.146025 = -266127.026587
  nChanged 353
		SP:Iteration 2F (98915.450000 sec): 3 clusters
  Score: Raw -269155.234423 + Penalty 2623.146025 = -266532.088397
  nChanged 301
		SP:Iteration 3F (98915.510000 sec): 3 clusters
  Score: Raw -269538.247873 + Penalty 2623.146025 = -266915.101848
  nChanged 244
		SP:Iteration 4F (98915.570000 sec): 3 clusters
  Score: Raw -269874.346019 + Penalty 2623.146025 = -267251.199994
  nChanged 196
		SP:Iteration 5F (98915.720000 sec): 3 clusters
  Score: Raw -270096.544841 + Penalty 2623.146025 = -267473.398815
  nChanged 149
		SP:Iteration 6Q (98915.790000 sec): 3 clusters
  Score: Raw -270231.602867 + Penalty 2623.146025 = -267608.456841
  nChanged 92
		SP:Iteration 7Q (98915.860000 sec): 3 clusters
  Score: Raw -270301.886966 + Penalty 2623.146025 = -267678.740941
  nChanged 71
		SP:Iteration 8Q (98915.910000 sec): 3 clusters
  Score: Raw -270350.025500 + Penalty 2623.146025 = -267726.879474
  nChanged 50
		SP:Iteration 9Q (98915.980000 sec): 3 clusters
  Score: Raw -270382.216528 + Penalty 2623.146025 = -267759.070503
  nChanged 37
		SP:Iteration 10Q (98916.040000 sec): 3 clusters
  Score: Raw -270400.711980 + Penalty 2623.146025 = -267777.565955
  nChanged 21
		SP:Iteration 11Q (98916.090000 sec): 3 clusters
  Score: Raw -270414.116790 + Penalty 2623.146025 = -267790.970765
  nChanged 15
		SP:Iteration 12Q (98916.150000 sec): 3 clusters
  Score: Raw -270419.285445 + Penalty 2623.146025 = -267796.139419
  nChanged 15
		SP:Iteration 13Q (98916.210000 sec): 3 clusters
  Score: Raw -270424.017676 + Penalty 2623.146025 = -267800.871650
  nChanged 8
		SP:Iteration 14Q (98916.270000 sec): 3 clusters
  Score: Raw -270427.859670 + Penalty 2623.146025 = -267804.713644
  nChanged 10
		SP:Iteration 15Q (98916.320000 sec): 3 clusters
  Score: Raw -270431.295844 + Penalty 2623.146025 = -267808.149819
  nChanged 4
		SP:Iteration 16Q (98916.380000 sec): 3 clusters
  Score: Raw -270433.701837 + Penalty 2623.146025 = -267810.555812
  nChanged 4
		SP:Iteration 17Q (98916.440000 sec): 3 clusters
  Score: Raw -270434.635476 + Penalty 2623.146025 = -267811.489450
  nChanged 3
		SP:Iteration 18Q (98916.490000 sec): 3 clusters
  Score: Raw -270435.933962 + Penalty 2623.146025 = -267812.787936
  nChanged 4
		SP:Iteration 19Q (98916.550000 sec): 3 clusters
  Score: Raw -270437.866456 + Penalty 2623.146025 = -267814.720431
  nChanged 6
		SP:Iteration 20F (98916.610000 sec): 3 clusters
  Score: Raw -270439.875899 + Penalty 2623.146025 = -267816.729873
  nChanged 3
		SP:Iteration 21Q (98916.670000 sec): 3 clusters
  Score: Raw -270440.527459 + Penalty 2623.146025 = -267817.381433
  nChanged 0
		SP:Iteration 22F (98916.730000 sec): 3 clusters
  Score: Raw -270440.527459 + Penalty 2623.146025 = -267817.381433
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98916.780000 sec): 2 clusters
  Score: Raw -135932.012977 + Penalty 1180.518654 = -134751.494323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98916.810000 sec): 3 clusters
  Score: Raw -135407.829060 + Penalty 2361.037308 = -133046.791752
  nChanged 451
		SP:Iteration 1F (98916.850000 sec): 3 clusters
  Score: Raw -135745.063161 + Penalty 2361.037308 = -133384.025854
  nChanged 115
		SP:Iteration 2F (98916.880000 sec): 3 clusters
  Score: Raw -135869.921190 + Penalty 2361.037308 = -133508.883882
  nChanged 98
		SP:Iteration 3F (98916.920000 sec): 3 clusters
  Score: Raw -135968.478276 + Penalty 2361.037308 = -133607.440969
  nChanged 70
		SP:Iteration 4Q (98916.950000 sec): 3 clusters
  Score: Raw -136052.269476 + Penalty 2361.037308 = -133691.232168
  nChanged 58
		SP:Iteration 5Q (98916.990000 sec): 3 clusters
  Score: Raw -136127.406066 + Penalty 2361.037308 = -133766.368759
  nChanged 45
		SP:Iteration 6Q (98917.070000 sec): 3 clusters
  Score: Raw -136186.607813 + Penalty 2361.037308 = -133825.570505
  nChanged 33
		SP:Iteration 7Q (98917.240000 sec): 3 clusters
  Score: Raw -136228.172772 + Penalty 2361.037308 = -133867.135464
  nChanged 26
		SP:Iteration 8Q (98917.410000 sec): 3 clusters
  Score: Raw -136260.980734 + Penalty 2361.037308 = -133899.943426
  nChanged 19
		SP:Iteration 9Q (98917.590000 sec): 3 clusters
  Score: Raw -136287.651729 + Penalty 2361.037308 = -133926.614422
  nChanged 14
		SP:Iteration 10Q (98917.770000 sec): 3 clusters
  Score: Raw -136298.492203 + Penalty 2361.037308 = -133937.454896
  nChanged 9
		SP:Iteration 11Q (98917.940000 sec): 3 clusters
  Score: Raw -136308.554224 + Penalty 2361.037308 = -133947.516916
  nChanged 9
		SP:Iteration 12Q (98918.120000 sec): 3 clusters
  Score: Raw -136317.508166 + Penalty 2361.037308 = -133956.470858
  nChanged 8
		SP:Iteration 13Q (98918.290000 sec): 3 clusters
  Score: Raw -136326.170885 + Penalty 2361.037308 = -133965.133578
  nChanged 5
		SP:Iteration 14Q (98918.470000 sec): 3 clusters
  Score: Raw -136331.215872 + Penalty 2361.037308 = -133970.178564
  nChanged 4
		SP:Iteration 15Q (98918.650000 sec): 3 clusters
  Score: Raw -136334.211838 + Penalty 2361.037308 = -133973.174531
  nChanged 2
		SP:Iteration 16Q (98918.820000 sec): 3 clusters
  Score: Raw -136335.534047 + Penalty 2361.037308 = -133974.496739
  nChanged 1
		SP:Iteration 17Q (98919.000000 sec): 3 clusters
  Score: Raw -136336.127945 + Penalty 2361.037308 = -133975.090637
  nChanged 4
		SP:Iteration 18Q (98919.170000 sec): 3 clusters
  Score: Raw -136341.266581 + Penalty 2361.037308 = -133980.229273
  nChanged 6
		SP:Iteration 19Q (98919.350000 sec): 3 clusters
  Score: Raw -136347.216796 + Penalty 2361.037308 = -133986.179488
  nChanged 5
		SP:Iteration 20F (98919.410000 sec): 3 clusters
  Score: Raw -136349.590875 + Penalty 2361.037308 = -133988.553567
  nChanged 3
		SP:Iteration 21Q (98919.440000 sec): 3 clusters
  Score: Raw -136354.237927 + Penalty 2361.037308 = -133993.200619
  nChanged 4
		SP:Iteration 22Q (98919.470000 sec): 3 clusters
  Score: Raw -136357.409326 + Penalty 2361.037308 = -133996.372018
  nChanged 2
		SP:Iteration 23Q (98919.510000 sec): 3 clusters
  Score: Raw -136358.173446 + Penalty 2361.037308 = -133997.136138
  nChanged 0
		SP:Iteration 24F (98919.540000 sec): 3 clusters
  Score: Raw -136358.173446 + Penalty 2361.037308 = -133997.136138
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (4303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98919.610000 sec): 2 clusters
  Score: Raw -338492.142789 + Penalty 1359.648507 = -337132.494282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98919.700000 sec): 3 clusters
  Score: Raw -336346.369236 + Penalty 2719.297013 = -333627.072223
  nChanged 1696
		SP:Iteration 1F (98919.780000 sec): 3 clusters
  Score: Raw -337432.575588 + Penalty 2719.297013 = -334713.278575
  nChanged 412
		SP:Iteration 2F (98919.850000 sec): 3 clusters
  Score: Raw -337777.413219 + Penalty 2719.297013 = -335058.116206
  nChanged 314
		SP:Iteration 3F (98919.930000 sec): 3 clusters
  Score: Raw -338056.934428 + Penalty 2719.297013 = -335337.637415
  nChanged 257
		SP:Iteration 4F (98920.010000 sec): 3 clusters
  Score: Raw -338254.448123 + Penalty 2719.297013 = -335535.151110
  nChanged 191
		SP:Iteration 5Q (98920.090000 sec): 3 clusters
  Score: Raw -338373.900072 + Penalty 2719.297013 = -335654.603059
  nChanged 128
		SP:Iteration 6Q (98920.170000 sec): 3 clusters
  Score: Raw -338459.698487 + Penalty 2719.297013 = -335740.401474
  nChanged 117
		SP:Iteration 7Q (98920.250000 sec): 3 clusters
  Score: Raw -338531.905269 + Penalty 2719.297013 = -335812.608256
  nChanged 106
		SP:Iteration 8Q (98920.330000 sec): 3 clusters
  Score: Raw -338592.891409 + Penalty 2719.297013 = -335873.594395
  nChanged 73
		SP:Iteration 9Q (98920.410000 sec): 3 clusters
  Score: Raw -338630.110709 + Penalty 2719.297013 = -335910.813696
  nChanged 70
		SP:Iteration 10Q (98920.480000 sec): 3 clusters
  Score: Raw -338667.303924 + Penalty 2719.297013 = -335948.006911
  nChanged 71
		SP:Iteration 11Q (98920.560000 sec): 3 clusters
  Score: Raw -338698.019473 + Penalty 2719.297013 = -335978.722460
  nChanged 56
		SP:Iteration 12Q (98920.640000 sec): 3 clusters
  Score: Raw -338721.246310 + Penalty 2719.297013 = -336001.949297
  nChanged 41
		SP:Iteration 13Q (98920.710000 sec): 3 clusters
  Score: Raw -338738.643123 + Penalty 2719.297013 = -336019.346110
  nChanged 40
		SP:Iteration 14Q (98920.790000 sec): 3 clusters
  Score: Raw -338760.197015 + Penalty 2719.297013 = -336040.900002
  nChanged 40
		SP:Iteration 15Q (98920.870000 sec): 3 clusters
  Score: Raw -338782.832305 + Penalty 2719.297013 = -336063.535292
  nChanged 41
		SP:Iteration 16Q (98920.950000 sec): 3 clusters
  Score: Raw -338803.389700 + Penalty 2719.297013 = -336084.092687
  nChanged 36
		SP:Iteration 17Q (98921.020000 sec): 3 clusters
  Score: Raw -338822.094648 + Penalty 2719.297013 = -336102.797634
  nChanged 39
		SP:Iteration 18Q (98921.100000 sec): 3 clusters
  Score: Raw -338842.697436 + Penalty 2719.297013 = -336123.400423
  nChanged 44
		SP:Iteration 19Q (98921.180000 sec): 3 clusters
  Score: Raw -338865.893537 + Penalty 2719.297013 = -336146.596524
  nChanged 37
		SP:Iteration 20F (98921.250000 sec): 3 clusters
  Score: Raw -338883.104335 + Penalty 2719.297013 = -336163.807321
  nChanged 34
		SP:Iteration 21Q (98921.330000 sec): 3 clusters
  Score: Raw -338899.752653 + Penalty 2719.297013 = -336180.455640
  nChanged 32
		SP:Iteration 22Q (98921.410000 sec): 3 clusters
  Score: Raw -338916.537923 + Penalty 2719.297013 = -336197.240910
  nChanged 27
		SP:Iteration 23Q (98921.490000 sec): 3 clusters
  Score: Raw -338927.766307 + Penalty 2719.297013 = -336208.469294
  nChanged 33
		SP:Iteration 24Q (98921.560000 sec): 3 clusters
  Score: Raw -338940.481893 + Penalty 2719.297013 = -336221.184879
  nChanged 28
		SP:Iteration 25Q (98921.640000 sec): 3 clusters
  Score: Raw -338952.938663 + Penalty 2719.297013 = -336233.641650
  nChanged 25
		SP:Iteration 26Q (98921.720000 sec): 3 clusters
  Score: Raw -338963.830167 + Penalty 2719.297013 = -336244.533154
  nChanged 24
		SP:Iteration 27Q (98921.790000 sec): 3 clusters
  Score: Raw -338976.690998 + Penalty 2719.297013 = -336257.393985
  nChanged 27
		SP:Iteration 28Q (98921.870000 sec): 3 clusters
  Score: Raw -338987.185920 + Penalty 2719.297013 = -336267.888907
  nChanged 14
		SP:Iteration 29Q (98921.950000 sec): 3 clusters
  Score: Raw -338992.801382 + Penalty 2719.297013 = -336273.504369
  nChanged 11
		SP:Iteration 30Q (98922.030000 sec): 3 clusters
  Score: Raw -338998.438930 + Penalty 2719.297013 = -336279.141917
  nChanged 17
		SP:Iteration 31Q (98922.100000 sec): 3 clusters
  Score: Raw -339004.192213 + Penalty 2719.297013 = -336284.895200
  nChanged 11
		SP:Iteration 32Q (98922.180000 sec): 3 clusters
  Score: Raw -339009.857812 + Penalty 2719.297013 = -336290.560799
  nChanged 12
		SP:Iteration 33Q (98922.260000 sec): 3 clusters
  Score: Raw -339014.134368 + Penalty 2719.297013 = -336294.837355
  nChanged 14
		SP:Iteration 34Q (98922.380000 sec): 3 clusters
  Score: Raw -339020.148617 + Penalty 2719.297013 = -336300.851604
  nChanged 17
		SP:Iteration 35Q (98922.450000 sec): 3 clusters
  Score: Raw -339026.095610 + Penalty 2719.297013 = -336306.798596
  nChanged 18
		SP:Iteration 36Q (98922.530000 sec): 3 clusters
  Score: Raw -339037.836672 + Penalty 2719.297013 = -336318.539658
  nChanged 21
		SP:Iteration 37Q (98922.610000 sec): 3 clusters
  Score: Raw -339048.558532 + Penalty 2719.297013 = -336329.261519
  nChanged 22
		SP:Iteration 38Q (98922.680000 sec): 3 clusters
  Score: Raw -339059.591060 + Penalty 2719.297013 = -336340.294046
  nChanged 12
		SP:Iteration 39Q (98922.760000 sec): 3 clusters
  Score: Raw -339064.005081 + Penalty 2719.297013 = -336344.708067
  nChanged 7
		SP:Iteration 40F (98922.840000 sec): 3 clusters
  Score: Raw -339066.028118 + Penalty 2719.297013 = -336346.731105
  nChanged 1
		SP:Iteration 41Q (98922.910000 sec): 3 clusters
  Score: Raw -339066.321674 + Penalty 2719.297013 = -336347.024661
  nChanged 2
		SP:Iteration 42Q (98923.030000 sec): 3 clusters
  Score: Raw -339066.930769 + Penalty 2719.297013 = -336347.633756
  nChanged 2
		SP:Iteration 43Q (98923.210000 sec): 3 clusters
  Score: Raw -339068.007074 + Penalty 2719.297013 = -336348.710060
  nChanged 6
		SP:Iteration 44Q (98923.350000 sec): 3 clusters
  Score: Raw -339069.728219 + Penalty 2719.297013 = -336350.431206
  nChanged 4
		SP:Iteration 45Q (98923.430000 sec): 3 clusters
  Score: Raw -339071.353388 + Penalty 2719.297013 = -336352.056375
  nChanged 5
		SP:Iteration 46Q (98923.500000 sec): 3 clusters
  Score: Raw -339073.428990 + Penalty 2719.297013 = -336354.131977
  nChanged 2
		SP:Iteration 47Q (98923.580000 sec): 3 clusters
  Score: Raw -339074.594915 + Penalty 2719.297013 = -336355.297902
  nChanged 2
		SP:Iteration 48Q (98923.700000 sec): 3 clusters
  Score: Raw -339074.983751 + Penalty 2719.297013 = -336355.686737
  nChanged 2
		SP:Iteration 49Q (98923.870000 sec): 3 clusters
  Score: Raw -339075.487117 + Penalty 2719.297013 = -336356.190104
  nChanged 1
		SP:Iteration 50Q (98924.050000 sec): 3 clusters
  Score: Raw -339076.049925 + Penalty 2719.297013 = -336356.752912
  nChanged 2
		SP:Iteration 51Q (98924.230000 sec): 3 clusters
  Score: Raw -339077.612241 + Penalty 2719.297013 = -336358.315228
  nChanged 5
		SP:Iteration 52Q (98924.370000 sec): 3 clusters
  Score: Raw -339079.714862 + Penalty 2719.297013 = -336360.417849
  nChanged 4
		SP:Iteration 53Q (98924.450000 sec): 3 clusters
  Score: Raw -339081.684542 + Penalty 2719.297013 = -336362.387529
  nChanged 6
		SP:Iteration 54Q (98924.530000 sec): 3 clusters
  Score: Raw -339083.594417 + Penalty 2719.297013 = -336364.297404
  nChanged 1
		SP:Iteration 55Q (98924.610000 sec): 3 clusters
  Score: Raw -339083.871802 + Penalty 2719.297013 = -336364.574789
  nChanged 1
		SP:Iteration 56Q (98924.680000 sec): 3 clusters
  Score: Raw -339084.038598 + Penalty 2719.297013 = -336364.741585
  nChanged 1
		SP:Iteration 57Q (98924.760000 sec): 3 clusters
  Score: Raw -339084.341077 + Penalty 2719.297013 = -336365.044063
  nChanged 2
		SP:Iteration 58Q (98924.940000 sec): 3 clusters
  Score: Raw -339084.631936 + Penalty 2719.297013 = -336365.334923
  nChanged 1
		SP:Iteration 59Q (98925.090000 sec): 3 clusters
  Score: Raw -339084.763353 + Penalty 2719.297013 = -336365.466340
  nChanged 1
		SP:Iteration 60F (98925.160000 sec): 3 clusters
  Score: Raw -339084.966896 + Penalty 2719.297013 = -336365.669883
  nChanged 1
		SP:Iteration 61Q (98925.230000 sec): 3 clusters
  Score: Raw -339085.038747 + Penalty 2719.297013 = -336365.741734
  nChanged 1
		SP:Iteration 62Q (98925.310000 sec): 3 clusters
  Score: Raw -339085.437125 + Penalty 2719.297013 = -336366.140112
  nChanged 3
		SP:Iteration 63Q (98925.390000 sec): 3 clusters
  Score: Raw -339086.350011 + Penalty 2719.297013 = -336367.052997
  nChanged 2
		SP:Iteration 64Q (98925.460000 sec): 3 clusters
  Score: Raw -339086.586562 + Penalty 2719.297013 = -336367.289549
  nChanged 1
		SP:Iteration 65Q (98925.540000 sec): 3 clusters
  Score: Raw -339086.859588 + Penalty 2719.297013 = -336367.562575
  nChanged 0
		SP:Iteration 66F (98925.610000 sec): 3 clusters
  Score: Raw -339086.859588 + Penalty 2719.297013 = -336367.562575
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (7223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98925.710000 sec): 2 clusters
  Score: Raw -585582.856159 + Penalty 1443.816669 = -584139.039490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98925.930000 sec): 3 clusters
  Score: Raw -581629.231955 + Penalty 2887.633339 = -578741.598617
  nChanged 3033
		SP:Iteration 1F (98926.130000 sec): 3 clusters
  Score: Raw -583477.402429 + Penalty 2887.633339 = -580589.769090
  nChanged 627
		SP:Iteration 2F (98926.330000 sec): 3 clusters
  Score: Raw -583963.904603 + Penalty 2887.633339 = -581076.271264
  nChanged 587
		SP:Iteration 3F (98926.530000 sec): 3 clusters
  Score: Raw -584443.566768 + Penalty 2887.633339 = -581555.933429
  nChanged 526
		SP:Iteration 4F (98926.740000 sec): 3 clusters
  Score: Raw -584894.962039 + Penalty 2887.633339 = -582007.328700
  nChanged 465
		SP:Iteration 5F (98926.970000 sec): 3 clusters
  Score: Raw -585275.339910 + Penalty 2887.633339 = -582387.706571
  nChanged 350
		SP:Iteration 6Q (98927.180000 sec): 3 clusters
  Score: Raw -585509.251826 + Penalty 2887.633339 = -582621.618487
  nChanged 282
		SP:Iteration 7Q (98927.380000 sec): 3 clusters
  Score: Raw -585686.433217 + Penalty 2887.633339 = -582798.799878
  nChanged 263
		SP:Iteration 8Q (98927.580000 sec): 3 clusters
  Score: Raw -585832.999226 + Penalty 2887.633339 = -582945.365887
  nChanged 211
		SP:Iteration 9Q (98927.780000 sec): 3 clusters
  Score: Raw -585960.225598 + Penalty 2887.633339 = -583072.592259
  nChanged 219
		SP:Iteration 10Q (98928.030000 sec): 3 clusters
  Score: Raw -586103.598644 + Penalty 2887.633339 = -583215.965306
  nChanged 226
		SP:Iteration 11Q (98928.190000 sec): 3 clusters
  Score: Raw -586239.234845 + Penalty 2887.633339 = -583351.601506
  nChanged 176
		SP:Iteration 12Q (98928.390000 sec): 3 clusters
  Score: Raw -586338.372643 + Penalty 2887.633339 = -583450.739304
  nChanged 153
		SP:Iteration 13Q (98928.590000 sec): 3 clusters
  Score: Raw -586414.865692 + Penalty 2887.633339 = -583527.232353
  nChanged 122
		SP:Iteration 14Q (98928.790000 sec): 3 clusters
  Score: Raw -586474.138620 + Penalty 2887.633339 = -583586.505281
  nChanged 110
		SP:Iteration 15Q (98928.990000 sec): 3 clusters
  Score: Raw -586511.699671 + Penalty 2887.633339 = -583624.066332
  nChanged 58
		SP:Iteration 16Q (98929.190000 sec): 3 clusters
  Score: Raw -586526.505069 + Penalty 2887.633339 = -583638.871730
  nChanged 39
		SP:Iteration 17Q (98929.400000 sec): 3 clusters
  Score: Raw -586535.856016 + Penalty 2887.633339 = -583648.222677
  nChanged 29
		SP:Iteration 18Q (98929.600000 sec): 3 clusters
  Score: Raw -586541.187135 + Penalty 2887.633339 = -583653.553796
  nChanged 24
		SP:Iteration 19Q (98929.800000 sec): 3 clusters
  Score: Raw -586544.367842 + Penalty 2887.633339 = -583656.734503
  nChanged 15
		SP:Iteration 20F (98930.000000 sec): 3 clusters
  Score: Raw -586546.042519 + Penalty 2887.633339 = -583658.409180
  nChanged 9
		SP:Iteration 21Q (98930.210000 sec): 3 clusters
  Score: Raw -586547.020892 + Penalty 2887.633339 = -583659.387553
  nChanged 9
		SP:Iteration 22Q (98930.360000 sec): 3 clusters
  Score: Raw -586548.553915 + Penalty 2887.633339 = -583660.920576
  nChanged 13
		SP:Iteration 23Q (98930.560000 sec): 3 clusters
  Score: Raw -586550.672217 + Penalty 2887.633339 = -583663.038878
  nChanged 9
		SP:Iteration 24Q (98930.770000 sec): 3 clusters
  Score: Raw -586552.140649 + Penalty 2887.633339 = -583664.507311
  nChanged 6
		SP:Iteration 25Q (98930.970000 sec): 3 clusters
  Score: Raw -586552.807201 + Penalty 2887.633339 = -583665.173863
  nChanged 4
		SP:Iteration 26Q (98931.170000 sec): 3 clusters
  Score: Raw -586553.723542 + Penalty 2887.633339 = -583666.090203
  nChanged 2
		SP:Iteration 27Q (98931.360000 sec): 3 clusters
  Score: Raw -586554.006254 + Penalty 2887.633339 = -583666.372915
  nChanged 0
		SP:Iteration 28F (98931.480000 sec): 3 clusters
  Score: Raw -586554.006254 + Penalty 2887.633339 = -583666.372915
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (11900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98931.610000 sec): 2 clusters
  Score: Raw -1024656.306631 + Penalty 1524.947723 = -1023131.358908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98931.890000 sec): 3 clusters
  Score: Raw -1017850.972222 + Penalty 3049.895446 = -1014801.076776
  nChanged 5258
		SP:Iteration 1F (98932.140000 sec): 3 clusters
  Score: Raw -1021187.405992 + Penalty 3049.895446 = -1018137.510546
  nChanged 943
		SP:Iteration 2F (98932.350000 sec): 3 clusters
  Score: Raw -1021871.652387 + Penalty 3049.895446 = -1018821.756941
  nChanged 868
		SP:Iteration 3F (98932.560000 sec): 3 clusters
  Score: Raw -1022572.192833 + Penalty 3049.895446 = -1019522.297388
  nChanged 838
		SP:Iteration 4F (98932.770000 sec): 3 clusters
  Score: Raw -1023249.339411 + Penalty 3049.895446 = -1020199.443965
  nChanged 783
		SP:Iteration 5F (98932.980000 sec): 3 clusters
  Score: Raw -1023851.424644 + Penalty 3049.895446 = -1020801.529199
  nChanged 646
		SP:Iteration 6F (98933.280000 sec): 3 clusters
  Score: Raw -1024286.810620 + Penalty 3049.895446 = -1021236.915174
  nChanged 511
		SP:Iteration 7Q (98933.450000 sec): 3 clusters
  Score: Raw -1024600.779210 + Penalty 3049.895446 = -1021550.883764
  nChanged 425
		SP:Iteration 8Q (98933.750000 sec): 3 clusters
  Score: Raw -1024835.464299 + Penalty 3049.895446 = -1021785.568854
  nChanged 302
		SP:Iteration 9Q (98933.900000 sec): 3 clusters
  Score: Raw -1024953.951423 + Penalty 3049.895446 = -1021904.055977
  nChanged 212
		SP:Iteration 10Q (98934.120000 sec): 3 clusters
  Score: Raw -1025011.244033 + Penalty 3049.895446 = -1021961.348588
  nChanged 154
		SP:Iteration 11Q (98934.410000 sec): 3 clusters
  Score: Raw -1025046.627933 + Penalty 3049.895446 = -1021996.732487
  nChanged 120
		SP:Iteration 12Q (98934.580000 sec): 3 clusters
  Score: Raw -1025075.500365 + Penalty 3049.895446 = -1022025.604920
  nChanged 110
		SP:Iteration 13Q (98934.870000 sec): 3 clusters
  Score: Raw -1025097.210558 + Penalty 3049.895446 = -1022047.315112
  nChanged 80
		SP:Iteration 14Q (98935.040000 sec): 3 clusters
  Score: Raw -1025109.242903 + Penalty 3049.895446 = -1022059.347457
  nChanged 56
		SP:Iteration 15Q (98935.290000 sec): 3 clusters
  Score: Raw -1025119.381294 + Penalty 3049.895446 = -1022069.485849
  nChanged 49
		SP:Iteration 16Q (98935.540000 sec): 3 clusters
  Score: Raw -1025128.027152 + Penalty 3049.895446 = -1022078.131706
  nChanged 40
		SP:Iteration 17Q (98935.830000 sec): 3 clusters
  Score: Raw -1025134.646747 + Penalty 3049.895446 = -1022084.751301
  nChanged 42
		SP:Iteration 18Q (98936.050000 sec): 3 clusters
  Score: Raw -1025140.808585 + Penalty 3049.895446 = -1022090.913140
  nChanged 31
		SP:Iteration 19Q (98936.260000 sec): 3 clusters
  Score: Raw -1025144.106146 + Penalty 3049.895446 = -1022094.210700
  nChanged 26
		SP:Iteration 20F (98936.470000 sec): 3 clusters
  Score: Raw -1025146.851541 + Penalty 3049.895446 = -1022096.956095
  nChanged 26
		SP:Iteration 21Q (98936.680000 sec): 3 clusters
  Score: Raw -1025149.793682 + Penalty 3049.895446 = -1022099.898237
  nChanged 27
		SP:Iteration 22Q (98936.930000 sec): 3 clusters
  Score: Raw -1025152.321873 + Penalty 3049.895446 = -1022102.426427
  nChanged 14
		SP:Iteration 23Q (98937.180000 sec): 3 clusters
  Score: Raw -1025154.417019 + Penalty 3049.895446 = -1022104.521574
  nChanged 21
		SP:Iteration 24Q (98937.430000 sec): 3 clusters
  Score: Raw -1025156.790552 + Penalty 3049.895446 = -1022106.895106
  nChanged 23
		SP:Iteration 25Q (98937.600000 sec): 3 clusters
  Score: Raw -1025159.809138 + Penalty 3049.895446 = -1022109.913692
  nChanged 19
		SP:Iteration 26Q (98937.860000 sec): 3 clusters
  Score: Raw -1025161.630142 + Penalty 3049.895446 = -1022111.734696
  nChanged 11
		SP:Iteration 27Q (98938.070000 sec): 3 clusters
  Score: Raw -1025162.499904 + Penalty 3049.895446 = -1022112.604458
  nChanged 8
		SP:Iteration 28Q (98938.280000 sec): 3 clusters
  Score: Raw -1025163.260135 + Penalty 3049.895446 = -1022113.364690
  nChanged 10
		SP:Iteration 29Q (98938.510000 sec): 3 clusters
  Score: Raw -1025164.149760 + Penalty 3049.895446 = -1022114.254315
  nChanged 7
		SP:Iteration 30Q (98938.690000 sec): 3 clusters
  Score: Raw -1025164.751356 + Penalty 3049.895446 = -1022114.855910
  nChanged 12
		SP:Iteration 31Q (98938.950000 sec): 3 clusters
  Score: Raw -1025166.102859 + Penalty 3049.895446 = -1022116.207413
  nChanged 13
		SP:Iteration 32Q (98939.200000 sec): 3 clusters
  Score: Raw -1025167.350228 + Penalty 3049.895446 = -1022117.454783
  nChanged 9
		SP:Iteration 33Q (98939.450000 sec): 3 clusters
  Score: Raw -1025168.179812 + Penalty 3049.895446 = -1022118.284366
  nChanged 8
		SP:Iteration 34Q (98939.710000 sec): 3 clusters
  Score: Raw -1025168.683010 + Penalty 3049.895446 = -1022118.787564
  nChanged 9
		SP:Iteration 35Q (98939.910000 sec): 3 clusters
  Score: Raw -1025169.638817 + Penalty 3049.895446 = -1022119.743372
  nChanged 6
		SP:Iteration 36Q (98940.130000 sec): 3 clusters
  Score: Raw -1025170.222836 + Penalty 3049.895446 = -1022120.327391
  nChanged 5
		SP:Iteration 37Q (98940.330000 sec): 3 clusters
  Score: Raw -1025170.981906 + Penalty 3049.895446 = -1022121.086460
  nChanged 8
		SP:Iteration 38Q (98940.550000 sec): 3 clusters
  Score: Raw -1025172.239672 + Penalty 3049.895446 = -1022122.344226
  nChanged 11
		SP:Iteration 39Q (98940.760000 sec): 3 clusters
  Score: Raw -1025173.241161 + Penalty 3049.895446 = -1022123.345716
  nChanged 7
		SP:Iteration 40F (98940.970000 sec): 3 clusters
  Score: Raw -1025173.760425 + Penalty 3049.895446 = -1022123.864979
  nChanged 7
		SP:Iteration 41Q (98941.180000 sec): 3 clusters
  Score: Raw -1025174.433658 + Penalty 3049.895446 = -1022124.538213
  nChanged 7
		SP:Iteration 42Q (98941.390000 sec): 3 clusters
  Score: Raw -1025175.499608 + Penalty 3049.895446 = -1022125.604162
  nChanged 21
		SP:Iteration 43Q (98941.640000 sec): 3 clusters
  Score: Raw -1025178.282768 + Penalty 3049.895446 = -1022128.387322
  nChanged 21
		SP:Iteration 44Q (98941.890000 sec): 3 clusters
  Score: Raw -1025180.920376 + Penalty 3049.895446 = -1022131.024931
  nChanged 22
		SP:Iteration 45Q (98942.140000 sec): 3 clusters
  Score: Raw -1025183.842773 + Penalty 3049.895446 = -1022133.947327
  nChanged 14
		SP:Iteration 46Q (98942.350000 sec): 3 clusters
  Score: Raw -1025185.874906 + Penalty 3049.895446 = -1022135.979460
  nChanged 15
		SP:Iteration 47Q (98942.560000 sec): 3 clusters
  Score: Raw -1025187.869045 + Penalty 3049.895446 = -1022137.973600
  nChanged 18
		SP:Iteration 48Q (98942.770000 sec): 3 clusters
  Score: Raw -1025190.308912 + Penalty 3049.895446 = -1022140.413466
  nChanged 19
		SP:Iteration 49Q (98942.980000 sec): 3 clusters
  Score: Raw -1025192.583850 + Penalty 3049.895446 = -1022142.688404
  nChanged 12
		SP:Iteration 50Q (98943.180000 sec): 3 clusters
  Score: Raw -1025193.961903 + Penalty 3049.895446 = -1022144.066457
  nChanged 11
		SP:Iteration 51Q (98943.430000 sec): 3 clusters
  Score: Raw -1025195.368552 + Penalty 3049.895446 = -1022145.473106
  nChanged 15
		SP:Iteration 52Q (98943.650000 sec): 3 clusters
  Score: Raw -1025196.975467 + Penalty 3049.895446 = -1022147.080021
  nChanged 14
		SP:Iteration 53Q (98943.870000 sec): 3 clusters
  Score: Raw -1025198.729031 + Penalty 3049.895446 = -1022148.833586
  nChanged 18
		SP:Iteration 54Q (98944.090000 sec): 3 clusters
  Score: Raw -1025201.157310 + Penalty 3049.895446 = -1022151.261864
  nChanged 18
		SP:Iteration 55Q (98944.350000 sec): 3 clusters
  Score: Raw -1025203.023058 + Penalty 3049.895446 = -1022153.127613
  nChanged 15
		SP:Iteration 56Q (98944.590000 sec): 3 clusters
  Score: Raw -1025204.522190 + Penalty 3049.895446 = -1022154.626744
  nChanged 11
		SP:Iteration 57Q (98944.800000 sec): 3 clusters
  Score: Raw -1025205.446984 + Penalty 3049.895446 = -1022155.551539
  nChanged 7
		SP:Iteration 58Q (98945.010000 sec): 3 clusters
  Score: Raw -1025206.355485 + Penalty 3049.895446 = -1022156.460039
  nChanged 12
		SP:Iteration 59Q (98945.270000 sec): 3 clusters
  Score: Raw -1025207.443037 + Penalty 3049.895446 = -1022157.547591
  nChanged 8
		SP:Iteration 60F (98945.520000 sec): 3 clusters
  Score: Raw -1025208.532985 + Penalty 3049.895446 = -1022158.637539
  nChanged 12
		SP:Iteration 61Q (98945.690000 sec): 3 clusters
  Score: Raw -1025209.477755 + Penalty 3049.895446 = -1022159.582310
  nChanged 9
		SP:Iteration 62Q (98945.920000 sec): 3 clusters
  Score: Raw -1025210.337526 + Penalty 3049.895446 = -1022160.442080
  nChanged 11
		SP:Iteration 63Q (98946.150000 sec): 3 clusters
  Score: Raw -1025211.302012 + Penalty 3049.895446 = -1022161.406566
  nChanged 7
		SP:Iteration 64Q (98946.400000 sec): 3 clusters
  Score: Raw -1025212.334004 + Penalty 3049.895446 = -1022162.438559
  nChanged 17
		SP:Iteration 65Q (98946.650000 sec): 3 clusters
  Score: Raw -1025213.920724 + Penalty 3049.895446 = -1022164.025278
  nChanged 10
		SP:Iteration 66Q (98946.900000 sec): 3 clusters
  Score: Raw -1025214.961800 + Penalty 3049.895446 = -1022165.066355
  nChanged 9
		SP:Iteration 67Q (98947.150000 sec): 3 clusters
  Score: Raw -1025215.873245 + Penalty 3049.895446 = -1022165.977799
  nChanged 9
		SP:Iteration 68Q (98947.400000 sec): 3 clusters
  Score: Raw -1025216.743018 + Penalty 3049.895446 = -1022166.847572
  nChanged 6
		SP:Iteration 69Q (98947.650000 sec): 3 clusters
  Score: Raw -1025217.300208 + Penalty 3049.895446 = -1022167.404762
  nChanged 9
		SP:Iteration 70Q (98947.870000 sec): 3 clusters
  Score: Raw -1025218.018963 + Penalty 3049.895446 = -1022168.123517
  nChanged 9
		SP:Iteration 71Q (98948.120000 sec): 3 clusters
  Score: Raw -1025218.831875 + Penalty 3049.895446 = -1022168.936430
  nChanged 8
		SP:Iteration 72Q (98948.380000 sec): 3 clusters
  Score: Raw -1025219.867211 + Penalty 3049.895446 = -1022169.971765
  nChanged 11
		SP:Iteration 73Q (98948.590000 sec): 3 clusters
  Score: Raw -1025221.112913 + Penalty 3049.895446 = -1022171.217467
  nChanged 15
		SP:Iteration 74Q (98948.800000 sec): 3 clusters
  Score: Raw -1025223.138835 + Penalty 3049.895446 = -1022173.243389
  nChanged 19
		SP:Iteration 75Q (98949.010000 sec): 3 clusters
  Score: Raw -1025224.885740 + Penalty 3049.895446 = -1022174.990294
  nChanged 13
		SP:Iteration 76Q (98949.270000 sec): 3 clusters
  Score: Raw -1025226.637772 + Penalty 3049.895446 = -1022176.742326
  nChanged 14
		SP:Iteration 77Q (98949.490000 sec): 3 clusters
  Score: Raw -1025228.126774 + Penalty 3049.895446 = -1022178.231328
  nChanged 14
		SP:Iteration 78Q (98949.770000 sec): 3 clusters
  Score: Raw -1025229.491625 + Penalty 3049.895446 = -1022179.596180
  nChanged 14
		SP:Iteration 79Q (98950.020000 sec): 3 clusters
  Score: Raw -1025231.220606 + Penalty 3049.895446 = -1022181.325161
  nChanged 14
		SP:Iteration 80F (98950.240000 sec): 3 clusters
  Score: Raw -1025232.348558 + Penalty 3049.895446 = -1022182.453113
  nChanged 12
		SP:Iteration 81Q (98950.540000 sec): 3 clusters
  Score: Raw -1025233.419188 + Penalty 3049.895446 = -1022183.523742
  nChanged 7
		SP:Iteration 82Q (98950.750000 sec): 3 clusters
  Score: Raw -1025234.222939 + Penalty 3049.895446 = -1022184.327494
  nChanged 11
		SP:Iteration 83Q (98951.000000 sec): 3 clusters
  Score: Raw -1025235.616560 + Penalty 3049.895446 = -1022185.721114
  nChanged 7
		SP:Iteration 84Q (98951.260000 sec): 3 clusters
  Score: Raw -1025236.211837 + Penalty 3049.895446 = -1022186.316391
  nChanged 2
		SP:Iteration 85Q (98951.550000 sec): 3 clusters
  Score: Raw -1025236.407466 + Penalty 3049.895446 = -1022186.512020
  nChanged 1
		SP:Iteration 86Q (98951.720000 sec): 3 clusters
  Score: Raw -1025236.480474 + Penalty 3049.895446 = -1022186.585028
  nChanged 1
		SP:Iteration 87Q (98951.980000 sec): 3 clusters
  Score: Raw -1025236.564385 + Penalty 3049.895446 = -1022186.668939
  nChanged 0
		SP:Iteration 88F (98952.230000 sec): 3 clusters
  Score: Raw -1025236.564385 + Penalty 3049.895446 = -1022186.668939
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98952.340000 sec): 2 clusters
  Score: Raw -490441.078002 + Penalty 1387.802586 = -489053.275416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98952.510000 sec): 3 clusters
  Score: Raw -487772.950861 + Penalty 2775.605173 = -484997.345688
  nChanged 2092
		SP:Iteration 1F (98952.690000 sec): 3 clusters
  Score: Raw -488932.456352 + Penalty 2775.605173 = -486156.851179
  nChanged 343
		SP:Iteration 2F (98952.860000 sec): 3 clusters
  Score: Raw -489119.796118 + Penalty 2775.605173 = -486344.190945
  nChanged 265
		SP:Iteration 3F (98953.040000 sec): 3 clusters
  Score: Raw -489260.896830 + Penalty 2775.605173 = -486485.291658
  nChanged 215
		SP:Iteration 4Q (98953.210000 sec): 3 clusters
  Score: Raw -489380.751648 + Penalty 2775.605173 = -486605.146475
  nChanged 202
		SP:Iteration 5Q (98953.380000 sec): 3 clusters
  Score: Raw -489501.055636 + Penalty 2775.605173 = -486725.450463
  nChanged 196
		SP:Iteration 6Q (98953.560000 sec): 3 clusters
  Score: Raw -489603.583568 + Penalty 2775.605173 = -486827.978395
  nChanged 169
		SP:Iteration 7Q (98953.750000 sec): 3 clusters
  Score: Raw -489683.825512 + Penalty 2775.605173 = -486908.220339
  nChanged 134
		SP:Iteration 8Q (98953.840000 sec): 3 clusters
  Score: Raw -489752.665365 + Penalty 2775.605173 = -486977.060192
  nChanged 139
		SP:Iteration 9Q (98954.040000 sec): 3 clusters
  Score: Raw -489816.421107 + Penalty 2775.605173 = -487040.815934
  nChanged 120
		SP:Iteration 10Q (98954.220000 sec): 3 clusters
  Score: Raw -489864.967467 + Penalty 2775.605173 = -487089.362294
  nChanged 104
		SP:Iteration 11Q (98954.390000 sec): 3 clusters
  Score: Raw -489911.158634 + Penalty 2775.605173 = -487135.553462
  nChanged 114
		SP:Iteration 12Q (98954.570000 sec): 3 clusters
  Score: Raw -489961.262139 + Penalty 2775.605173 = -487185.656966
  nChanged 114
		SP:Iteration 13Q (98954.740000 sec): 3 clusters
  Score: Raw -490012.878616 + Penalty 2775.605173 = -487237.273443
  nChanged 128
		SP:Iteration 14Q (98954.850000 sec): 3 clusters
  Score: Raw -490073.620671 + Penalty 2775.605173 = -487298.015498
  nChanged 121
		SP:Iteration 15Q (98954.950000 sec): 3 clusters
  Score: Raw -490131.884743 + Penalty 2775.605173 = -487356.279571
  nChanged 122
		SP:Iteration 16Q (98955.040000 sec): 3 clusters
  Score: Raw -490183.315541 + Penalty 2775.605173 = -487407.710368
  nChanged 94
		SP:Iteration 17Q (98955.170000 sec): 3 clusters
  Score: Raw -490227.145032 + Penalty 2775.605173 = -487451.539859
  nChanged 80
		SP:Iteration 18Q (98955.270000 sec): 3 clusters
  Score: Raw -490266.087520 + Penalty 2775.605173 = -487490.482347
  nChanged 74
		SP:Iteration 19Q (98955.360000 sec): 3 clusters
  Score: Raw -490310.492185 + Penalty 2775.605173 = -487534.887012
  nChanged 69
		SP:Iteration 20F (98955.460000 sec): 3 clusters
  Score: Raw -490346.107393 + Penalty 2775.605173 = -487570.502220
  nChanged 70
		SP:Iteration 21Q (98955.550000 sec): 3 clusters
  Score: Raw -490376.924862 + Penalty 2775.605173 = -487601.319689
  nChanged 52
		SP:Iteration 22Q (98955.650000 sec): 3 clusters
  Score: Raw -490401.526610 + Penalty 2775.605173 = -487625.921437
  nChanged 47
		SP:Iteration 23Q (98955.750000 sec): 3 clusters
  Score: Raw -490430.099332 + Penalty 2775.605173 = -487654.494159
  nChanged 52
		SP:Iteration 24Q (98955.840000 sec): 3 clusters
  Score: Raw -490462.380656 + Penalty 2775.605173 = -487686.775483
  nChanged 44
		SP:Iteration 25Q (98955.940000 sec): 3 clusters
  Score: Raw -490484.397584 + Penalty 2775.605173 = -487708.792411
  nChanged 44
		SP:Iteration 26Q (98956.030000 sec): 3 clusters
  Score: Raw -490504.919275 + Penalty 2775.605173 = -487729.314102
  nChanged 47
		SP:Iteration 27Q (98956.130000 sec): 3 clusters
  Score: Raw -490526.956702 + Penalty 2775.605173 = -487751.351529
  nChanged 30
		SP:Iteration 28Q (98956.220000 sec): 3 clusters
  Score: Raw -490543.152885 + Penalty 2775.605173 = -487767.547712
  nChanged 37
		SP:Iteration 29Q (98956.320000 sec): 3 clusters
  Score: Raw -490561.336258 + Penalty 2775.605173 = -487785.731086
  nChanged 28
		SP:Iteration 30Q (98956.410000 sec): 3 clusters
  Score: Raw -490574.235992 + Penalty 2775.605173 = -487798.630819
  nChanged 32
		SP:Iteration 31Q (98956.510000 sec): 3 clusters
  Score: Raw -490587.662005 + Penalty 2775.605173 = -487812.056832
  nChanged 17
		SP:Iteration 32Q (98956.600000 sec): 3 clusters
  Score: Raw -490592.999089 + Penalty 2775.605173 = -487817.393917
  nChanged 11
		SP:Iteration 33Q (98956.700000 sec): 3 clusters
  Score: Raw -490596.217456 + Penalty 2775.605173 = -487820.612283
  nChanged 11
		SP:Iteration 34Q (98956.790000 sec): 3 clusters
  Score: Raw -490598.903757 + Penalty 2775.605173 = -487823.298585
  nChanged 11
		SP:Iteration 35Q (98956.890000 sec): 3 clusters
  Score: Raw -490602.937308 + Penalty 2775.605173 = -487827.332135
  nChanged 8
		SP:Iteration 36Q (98956.980000 sec): 3 clusters
  Score: Raw -490608.504237 + Penalty 2775.605173 = -487832.899064
  nChanged 16
		SP:Iteration 37Q (98957.080000 sec): 3 clusters
  Score: Raw -490619.153280 + Penalty 2775.605173 = -487843.548107
  nChanged 21
		SP:Iteration 38Q (98957.170000 sec): 3 clusters
  Score: Raw -490629.695430 + Penalty 2775.605173 = -487854.090257
  nChanged 17
		SP:Iteration 39Q (98957.300000 sec): 3 clusters
  Score: Raw -490638.794369 + Penalty 2775.605173 = -487863.189196
  nChanged 17
		SP:Iteration 40F (98957.470000 sec): 3 clusters
  Score: Raw -490648.932725 + Penalty 2775.605173 = -487873.327553
  nChanged 19
		SP:Iteration 41Q (98957.650000 sec): 3 clusters
  Score: Raw -490658.283510 + Penalty 2775.605173 = -487882.678337
  nChanged 14
		SP:Iteration 42Q (98957.820000 sec): 3 clusters
  Score: Raw -490664.879730 + Penalty 2775.605173 = -487889.274557
  nChanged 9
		SP:Iteration 43Q (98958.000000 sec): 3 clusters
  Score: Raw -490667.979292 + Penalty 2775.605173 = -487892.374119
  nChanged 2
		SP:Iteration 44Q (98958.170000 sec): 3 clusters
  Score: Raw -490668.257786 + Penalty 2775.605173 = -487892.652613
  nChanged 3
		SP:Iteration 45Q (98958.350000 sec): 3 clusters
  Score: Raw -490669.854995 + Penalty 2775.605173 = -487894.249822
  nChanged 4
		SP:Iteration 46Q (98958.520000 sec): 3 clusters
  Score: Raw -490672.048392 + Penalty 2775.605173 = -487896.443220
  nChanged 3
		SP:Iteration 47Q (98958.710000 sec): 3 clusters
  Score: Raw -490673.834713 + Penalty 2775.605173 = -487898.229540
  nChanged 7
		SP:Iteration 48Q (98958.790000 sec): 3 clusters
  Score: Raw -490677.446315 + Penalty 2775.605173 = -487901.841142
  nChanged 6
		SP:Iteration 49Q (98958.890000 sec): 3 clusters
  Score: Raw -490679.849558 + Penalty 2775.605173 = -487904.244385
  nChanged 3
		SP:Iteration 50Q (98958.990000 sec): 3 clusters
  Score: Raw -490681.451522 + Penalty 2775.605173 = -487905.846349
  nChanged 2
		SP:Iteration 51Q (98959.080000 sec): 3 clusters
  Score: Raw -490682.654565 + Penalty 2775.605173 = -487907.049393
  nChanged 5
		SP:Iteration 52Q (98959.170000 sec): 3 clusters
  Score: Raw -490685.892592 + Penalty 2775.605173 = -487910.287419
  nChanged 9
		SP:Iteration 53Q (98959.270000 sec): 3 clusters
  Score: Raw -490690.514806 + Penalty 2775.605173 = -487914.909633
  nChanged 8
		SP:Iteration 54Q (98959.360000 sec): 3 clusters
  Score: Raw -490694.021663 + Penalty 2775.605173 = -487918.416491
  nChanged 7
		SP:Iteration 55Q (98959.450000 sec): 3 clusters
  Score: Raw -490697.496978 + Penalty 2775.605173 = -487921.891805
  nChanged 4
		SP:Iteration 56Q (98959.550000 sec): 3 clusters
  Score: Raw -490699.789760 + Penalty 2775.605173 = -487924.184587
  nChanged 4
		SP:Iteration 57Q (98959.640000 sec): 3 clusters
  Score: Raw -490702.790230 + Penalty 2775.605173 = -487927.185058
  nChanged 3
		SP:Iteration 58Q (98959.740000 sec): 3 clusters
  Score: Raw -490703.651893 + Penalty 2775.605173 = -487928.046720
  nChanged 1
		SP:Iteration 59Q (98959.830000 sec): 3 clusters
  Score: Raw -490703.903255 + Penalty 2775.605173 = -487928.298082
  nChanged 2
		SP:Iteration 60F (98959.930000 sec): 3 clusters
  Score: Raw -490704.174796 + Penalty 2775.605173 = -487928.569623
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (8633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98960.030000 sec): 2 clusters
  Score: Raw -818188.700710 + Penalty 1472.793944 = -816715.906766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98960.160000 sec): 3 clusters
  Score: Raw -813341.241523 + Penalty 2945.587888 = -810395.653635
  nChanged 3745
		SP:Iteration 1F (98960.300000 sec): 3 clusters
  Score: Raw -815432.400027 + Penalty 2945.587888 = -812486.812139
  nChanged 606
		SP:Iteration 2F (98960.530000 sec): 3 clusters
  Score: Raw -815742.420037 + Penalty 2945.587888 = -812796.832148
  nChanged 512
		SP:Iteration 3F (98960.810000 sec): 3 clusters
  Score: Raw -815983.816348 + Penalty 2945.587888 = -813038.228459
  nChanged 403
		SP:Iteration 4Q (98960.950000 sec): 3 clusters
  Score: Raw -816173.559213 + Penalty 2945.587888 = -813227.971325
  nChanged 380
		SP:Iteration 5Q (98961.140000 sec): 3 clusters
  Score: Raw -816351.068902 + Penalty 2945.587888 = -813405.481014
  nChanged 370
		SP:Iteration 6Q (98961.290000 sec): 3 clusters
  Score: Raw -816517.341014 + Penalty 2945.587888 = -813571.753126
  nChanged 324
		SP:Iteration 7Q (98961.490000 sec): 3 clusters
  Score: Raw -816647.254369 + Penalty 2945.587888 = -813701.666481
  nChanged 289
		SP:Iteration 8Q (98961.770000 sec): 3 clusters
  Score: Raw -816749.414544 + Penalty 2945.587888 = -813803.826655
  nChanged 228
		SP:Iteration 9Q (98961.920000 sec): 3 clusters
  Score: Raw -816823.008620 + Penalty 2945.587888 = -813877.420732
  nChanged 201
		SP:Iteration 10Q (98962.120000 sec): 3 clusters
  Score: Raw -816885.589778 + Penalty 2945.587888 = -813940.001890
  nChanged 165
		SP:Iteration 11Q (98962.250000 sec): 3 clusters
  Score: Raw -816930.863799 + Penalty 2945.587888 = -813985.275911
  nChanged 134
		SP:Iteration 12Q (98962.400000 sec): 3 clusters
  Score: Raw -816962.226611 + Penalty 2945.587888 = -814016.638722
  nChanged 99
		SP:Iteration 13Q (98962.610000 sec): 3 clusters
  Score: Raw -816989.068831 + Penalty 2945.587888 = -814043.480943
  nChanged 110
		SP:Iteration 14Q (98962.740000 sec): 3 clusters
  Score: Raw -817018.785921 + Penalty 2945.587888 = -814073.198032
  nChanged 112
		SP:Iteration 15Q (98962.970000 sec): 3 clusters
  Score: Raw -817046.907147 + Penalty 2945.587888 = -814101.319259
  nChanged 100
		SP:Iteration 16Q (98963.150000 sec): 3 clusters
  Score: Raw -817074.536873 + Penalty 2945.587888 = -814128.948985
  nChanged 99
		SP:Iteration 17Q (98963.290000 sec): 3 clusters
  Score: Raw -817101.755344 + Penalty 2945.587888 = -814156.167456
  nChanged 93
		SP:Iteration 18Q (98963.510000 sec): 3 clusters
  Score: Raw -817125.890485 + Penalty 2945.587888 = -814180.302597
  nChanged 94
		SP:Iteration 19Q (98963.700000 sec): 3 clusters
  Score: Raw -817151.635802 + Penalty 2945.587888 = -814206.047914
  nChanged 88
		SP:Iteration 20F (98963.900000 sec): 3 clusters
  Score: Raw -817178.476195 + Penalty 2945.587888 = -814232.888307
  nChanged 115
		SP:Iteration 21Q (98964.090000 sec): 3 clusters
  Score: Raw -817217.158555 + Penalty 2945.587888 = -814271.570667
  nChanged 106
		SP:Iteration 22Q (98964.290000 sec): 3 clusters
  Score: Raw -817257.478602 + Penalty 2945.587888 = -814311.890714
  nChanged 110
		SP:Iteration 23Q (98964.480000 sec): 3 clusters
  Score: Raw -817291.302758 + Penalty 2945.587888 = -814345.714869
  nChanged 109
		SP:Iteration 24Q (98964.670000 sec): 3 clusters
  Score: Raw -817329.382728 + Penalty 2945.587888 = -814383.794839
  nChanged 116
		SP:Iteration 25Q (98964.950000 sec): 3 clusters
  Score: Raw -817369.081240 + Penalty 2945.587888 = -814423.493352
  nChanged 118
		SP:Iteration 26Q (98965.140000 sec): 3 clusters
  Score: Raw -817406.464927 + Penalty 2945.587888 = -814460.877039
  nChanged 109
		SP:Iteration 27Q (98965.340000 sec): 3 clusters
  Score: Raw -817444.777837 + Penalty 2945.587888 = -814499.189949
  nChanged 119
		SP:Iteration 28Q (98965.530000 sec): 3 clusters
  Score: Raw -817493.399576 + Penalty 2945.587888 = -814547.811688
  nChanged 130
		SP:Iteration 29Q (98965.730000 sec): 3 clusters
  Score: Raw -817557.045756 + Penalty 2945.587888 = -814611.457868
  nChanged 132
		SP:Iteration 30Q (98965.920000 sec): 3 clusters
  Score: Raw -817622.661121 + Penalty 2945.587888 = -814677.073233
  nChanged 135
		SP:Iteration 31Q (98966.120000 sec): 3 clusters
  Score: Raw -817691.036317 + Penalty 2945.587888 = -814745.448429
  nChanged 129
		SP:Iteration 32Q (98966.310000 sec): 3 clusters
  Score: Raw -817767.262539 + Penalty 2945.587888 = -814821.674651
  nChanged 123
		SP:Iteration 33Q (98966.500000 sec): 3 clusters
  Score: Raw -817846.004407 + Penalty 2945.587888 = -814900.416519
  nChanged 127
		SP:Iteration 34Q (98966.700000 sec): 3 clusters
  Score: Raw -817929.142857 + Penalty 2945.587888 = -814983.554969
  nChanged 97
		SP:Iteration 35Q (98966.880000 sec): 3 clusters
  Score: Raw -817990.454579 + Penalty 2945.587888 = -815044.866691
  nChanged 104
		SP:Iteration 36Q (98967.020000 sec): 3 clusters
  Score: Raw -818052.831250 + Penalty 2945.587888 = -815107.243362
  nChanged 93
		SP:Iteration 37Q (98967.160000 sec): 3 clusters
  Score: Raw -818112.296607 + Penalty 2945.587888 = -815166.708718
  nChanged 71
		SP:Iteration 38Q (98967.290000 sec): 3 clusters
  Score: Raw -818154.058222 + Penalty 2945.587888 = -815208.470334
  nChanged 55
		SP:Iteration 39Q (98967.410000 sec): 3 clusters
  Score: Raw -818188.504542 + Penalty 2945.587888 = -815242.916654
  nChanged 49
		SP:Iteration 40F (98967.630000 sec): 3 clusters
  Score: Raw -818221.642792 + Penalty 2945.587888 = -815276.054904
  nChanged 46
		SP:Iteration 41Q (98967.820000 sec): 3 clusters
  Score: Raw -818257.506276 + Penalty 2945.587888 = -815311.918388
  nChanged 41
		SP:Iteration 42Q (98968.020000 sec): 3 clusters
  Score: Raw -818282.818585 + Penalty 2945.587888 = -815337.230697
  nChanged 28
		SP:Iteration 43Q (98968.220000 sec): 3 clusters
  Score: Raw -818301.591834 + Penalty 2945.587888 = -815356.003945
  nChanged 27
		SP:Iteration 44Q (98968.410000 sec): 3 clusters
  Score: Raw -818321.041264 + Penalty 2945.587888 = -815375.453375
  nChanged 25
		SP:Iteration 45Q (98968.600000 sec): 3 clusters
  Score: Raw -818340.052091 + Penalty 2945.587888 = -815394.464202
  nChanged 30
		SP:Iteration 46Q (98968.800000 sec): 3 clusters
  Score: Raw -818359.101371 + Penalty 2945.587888 = -815413.513482
  nChanged 19
		SP:Iteration 47Q (98968.990000 sec): 3 clusters
  Score: Raw -818368.460810 + Penalty 2945.587888 = -815422.872922
  nChanged 7
		SP:Iteration 48Q (98969.180000 sec): 3 clusters
  Score: Raw -818372.447647 + Penalty 2945.587888 = -815426.859759
  nChanged 6
		SP:Iteration 49Q (98969.380000 sec): 3 clusters
  Score: Raw -818376.836447 + Penalty 2945.587888 = -815431.248559
  nChanged 8
		SP:Iteration 50Q (98969.570000 sec): 3 clusters
  Score: Raw -818380.788660 + Penalty 2945.587888 = -815435.200772
  nChanged 9
		SP:Iteration 51Q (98969.690000 sec): 3 clusters
  Score: Raw -818384.491166 + Penalty 2945.587888 = -815438.903278
  nChanged 5
		SP:Iteration 52Q (98969.810000 sec): 3 clusters
  Score: Raw -818386.564485 + Penalty 2945.587888 = -815440.976597
  nChanged 2
		SP:Iteration 53Q (98970.030000 sec): 3 clusters
  Score: Raw -818387.843381 + Penalty 2945.587888 = -815442.255493
  nChanged 2
		SP:Iteration 54Q (98970.230000 sec): 3 clusters
  Score: Raw -818389.485244 + Penalty 2945.587888 = -815443.897356
  nChanged 3
		SP:Iteration 55Q (98970.410000 sec): 3 clusters
  Score: Raw -818390.429046 + Penalty 2945.587888 = -815444.841158
  nChanged 0
		SP:Iteration 56F (98970.590000 sec): 3 clusters
  Score: Raw -818390.429046 + Penalty 2945.587888 = -815444.841158
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (3895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98970.710000 sec): 2 clusters
  Score: Raw -261016.702258 + Penalty 1343.460456 = -259673.241803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98970.880000 sec): 3 clusters
  Score: Raw -259163.506087 + Penalty 2686.920911 = -256476.585175
  nChanged 1535
		SP:Iteration 1F (98971.040000 sec): 3 clusters
  Score: Raw -260434.863498 + Penalty 2686.920911 = -257747.942587
  nChanged 433
		SP:Iteration 2F (98971.200000 sec): 3 clusters
  Score: Raw -260888.685065 + Penalty 2686.920911 = -258201.764153
  nChanged 313
		SP:Iteration 3F (98971.380000 sec): 3 clusters
  Score: Raw -261207.515625 + Penalty 2686.920911 = -258520.594714
  nChanged 218
		SP:Iteration 4F (98971.450000 sec): 3 clusters
  Score: Raw -261376.202132 + Penalty 2686.920911 = -258689.281221
  nChanged 149
		SP:Iteration 5Q (98971.530000 sec): 3 clusters
  Score: Raw -261477.824351 + Penalty 2686.920911 = -258790.903440
  nChanged 93
		SP:Iteration 6Q (98971.610000 sec): 3 clusters
  Score: Raw -261551.031967 + Penalty 2686.920911 = -258864.111055
  nChanged 83
		SP:Iteration 7Q (98971.690000 sec): 3 clusters
  Score: Raw -261615.288187 + Penalty 2686.920911 = -258928.367275
  nChanged 83
		SP:Iteration 8Q (98971.760000 sec): 3 clusters
  Score: Raw -261675.716558 + Penalty 2686.920911 = -258988.795646
  nChanged 66
		SP:Iteration 9Q (98971.840000 sec): 3 clusters
  Score: Raw -261715.319373 + Penalty 2686.920911 = -259028.398462
  nChanged 53
		SP:Iteration 10Q (98971.910000 sec): 3 clusters
  Score: Raw -261745.032322 + Penalty 2686.920911 = -259058.111411
  nChanged 35
		SP:Iteration 11Q (98971.990000 sec): 3 clusters
  Score: Raw -261763.872344 + Penalty 2686.920911 = -259076.951433
  nChanged 22
		SP:Iteration 12Q (98972.070000 sec): 3 clusters
  Score: Raw -261773.586201 + Penalty 2686.920911 = -259086.665290
  nChanged 21
		SP:Iteration 13Q (98972.140000 sec): 3 clusters
  Score: Raw -261786.152486 + Penalty 2686.920911 = -259099.231574
  nChanged 26
		SP:Iteration 14Q (98972.210000 sec): 3 clusters
  Score: Raw -261802.010198 + Penalty 2686.920911 = -259115.089287
  nChanged 30
		SP:Iteration 15Q (98972.290000 sec): 3 clusters
  Score: Raw -261815.892490 + Penalty 2686.920911 = -259128.971578
  nChanged 25
		SP:Iteration 16Q (98972.370000 sec): 3 clusters
  Score: Raw -261827.327095 + Penalty 2686.920911 = -259140.406183
  nChanged 21
		SP:Iteration 17Q (98972.440000 sec): 3 clusters
  Score: Raw -261836.406280 + Penalty 2686.920911 = -259149.485369
  nChanged 19
		SP:Iteration 18Q (98972.520000 sec): 3 clusters
  Score: Raw -261844.920808 + Penalty 2686.920911 = -259157.999896
  nChanged 17
		SP:Iteration 19Q (98972.590000 sec): 3 clusters
  Score: Raw -261851.917992 + Penalty 2686.920911 = -259164.997081
  nChanged 14
		SP:Iteration 20F (98972.670000 sec): 3 clusters
  Score: Raw -261858.260767 + Penalty 2686.920911 = -259171.339856
  nChanged 15
		SP:Iteration 21Q (98972.750000 sec): 3 clusters
  Score: Raw -261863.821187 + Penalty 2686.920911 = -259176.900275
  nChanged 11
		SP:Iteration 22Q (98972.830000 sec): 3 clusters
  Score: Raw -261867.735124 + Penalty 2686.920911 = -259180.814212
  nChanged 8
		SP:Iteration 23Q (98972.890000 sec): 3 clusters
  Score: Raw -261870.417666 + Penalty 2686.920911 = -259183.496754
  nChanged 5
		SP:Iteration 24Q (98972.980000 sec): 3 clusters
  Score: Raw -261872.608796 + Penalty 2686.920911 = -259185.687884
  nChanged 3
		SP:Iteration 25Q (98973.050000 sec): 3 clusters
  Score: Raw -261873.906539 + Penalty 2686.920911 = -259186.985627
  nChanged 4
		SP:Iteration 26Q (98973.130000 sec): 3 clusters
  Score: Raw -261877.417501 + Penalty 2686.920911 = -259190.496589
  nChanged 7
		SP:Iteration 27Q (98973.210000 sec): 3 clusters
  Score: Raw -261880.903008 + Penalty 2686.920911 = -259193.982097
  nChanged 5
		SP:Iteration 28Q (98973.280000 sec): 3 clusters
  Score: Raw -261883.781911 + Penalty 2686.920911 = -259196.860999
  nChanged 8
		SP:Iteration 29Q (98973.350000 sec): 3 clusters
  Score: Raw -261888.834642 + Penalty 2686.920911 = -259201.913730
  nChanged 11
		SP:Iteration 30Q (98973.420000 sec): 3 clusters
  Score: Raw -261892.105075 + Penalty 2686.920911 = -259205.184163
  nChanged 11
		SP:Iteration 31Q (98973.490000 sec): 3 clusters
  Score: Raw -261897.350035 + Penalty 2686.920911 = -259210.429124
  nChanged 9
		SP:Iteration 32Q (98973.680000 sec): 3 clusters
  Score: Raw -261901.429970 + Penalty 2686.920911 = -259214.509058
  nChanged 8
		SP:Iteration 33Q (98973.850000 sec): 3 clusters
  Score: Raw -261903.079434 + Penalty 2686.920911 = -259216.158523
  nChanged 3
		SP:Iteration 34Q (98974.030000 sec): 3 clusters
  Score: Raw -261903.920074 + Penalty 2686.920911 = -259216.999162
  nChanged 1
		SP:Iteration 35Q (98974.210000 sec): 3 clusters
  Score: Raw -261904.184482 + Penalty 2686.920911 = -259217.263570
  nChanged 3
		SP:Iteration 36Q (98974.280000 sec): 3 clusters
  Score: Raw -261904.732556 + Penalty 2686.920911 = -259217.811644
  nChanged 1
		SP:Iteration 37Q (98974.360000 sec): 3 clusters
  Score: Raw -261904.858974 + Penalty 2686.920911 = -259217.938063
  nChanged 1
		SP:Iteration 38Q (98974.430000 sec): 3 clusters
  Score: Raw -261905.329130 + Penalty 2686.920911 = -259218.408218
  nChanged 1
		SP:Iteration 39Q (98974.500000 sec): 3 clusters
  Score: Raw -261905.566501 + Penalty 2686.920911 = -259218.645590
  nChanged 1
		SP:Iteration 40F (98974.570000 sec): 3 clusters
  Score: Raw -261905.754794 + Penalty 2686.920911 = -259218.833882
  nChanged 1
		SP:Iteration 41Q (98974.640000 sec): 3 clusters
  Score: Raw -261905.915406 + Penalty 2686.920911 = -259218.994494
  nChanged 0
		SP:Iteration 42F (98974.720000 sec): 3 clusters
  Score: Raw -261905.915406 + Penalty 2686.920911 = -259218.994494
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98974.790000 sec): 2 clusters
  Score: Raw -333792.377438 + Penalty 1342.833445 = -332449.543992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98974.860000 sec): 3 clusters
  Score: Raw -331813.891754 + Penalty 2685.666891 = -329128.224864
  nChanged 1552
		SP:Iteration 1F (98975.040000 sec): 3 clusters
  Score: Raw -332779.531322 + Penalty 2685.666891 = -330093.864431
  nChanged 369
		SP:Iteration 2F (98975.220000 sec): 3 clusters
  Score: Raw -333122.626929 + Penalty 2685.666891 = -330436.960038
  nChanged 287
		SP:Iteration 3F (98975.390000 sec): 3 clusters
  Score: Raw -333376.998961 + Penalty 2685.666891 = -330691.332071
  nChanged 268
		SP:Iteration 4F (98975.570000 sec): 3 clusters
  Score: Raw -333619.751115 + Penalty 2685.666891 = -330934.084225
  nChanged 214
		SP:Iteration 5F (98975.750000 sec): 3 clusters
  Score: Raw -333776.665111 + Penalty 2685.666891 = -331090.998221
  nChanged 148
		SP:Iteration 6Q (98975.920000 sec): 3 clusters
  Score: Raw -333869.343380 + Penalty 2685.666891 = -331183.676489
  nChanged 107
		SP:Iteration 7Q (98976.100000 sec): 3 clusters
  Score: Raw -333926.590172 + Penalty 2685.666891 = -331240.923281
  nChanged 81
		SP:Iteration 8Q (98976.270000 sec): 3 clusters
  Score: Raw -333964.857632 + Penalty 2685.666891 = -331279.190742
  nChanged 63
		SP:Iteration 9Q (98976.420000 sec): 3 clusters
  Score: Raw -333996.484907 + Penalty 2685.666891 = -331310.818016
  nChanged 49
		SP:Iteration 10Q (98976.490000 sec): 3 clusters
  Score: Raw -334016.773557 + Penalty 2685.666891 = -331331.106666
  nChanged 37
		SP:Iteration 11Q (98976.570000 sec): 3 clusters
  Score: Raw -334031.628904 + Penalty 2685.666891 = -331345.962013
  nChanged 34
		SP:Iteration 12Q (98976.640000 sec): 3 clusters
  Score: Raw -334045.779153 + Penalty 2685.666891 = -331360.112263
  nChanged 35
		SP:Iteration 13Q (98976.710000 sec): 3 clusters
  Score: Raw -334061.040279 + Penalty 2685.666891 = -331375.373388
  nChanged 21
		SP:Iteration 14Q (98976.790000 sec): 3 clusters
  Score: Raw -334068.994293 + Penalty 2685.666891 = -331383.327402
  nChanged 22
		SP:Iteration 15Q (98976.860000 sec): 3 clusters
  Score: Raw -334075.304468 + Penalty 2685.666891 = -331389.637577
  nChanged 17
		SP:Iteration 16Q (98976.940000 sec): 3 clusters
  Score: Raw -334079.259824 + Penalty 2685.666891 = -331393.592933
  nChanged 17
		SP:Iteration 17Q (98977.010000 sec): 3 clusters
  Score: Raw -334084.834355 + Penalty 2685.666891 = -331399.167465
  nChanged 10
		SP:Iteration 18Q (98977.080000 sec): 3 clusters
  Score: Raw -334087.659532 + Penalty 2685.666891 = -331401.992642
  nChanged 15
		SP:Iteration 19Q (98977.150000 sec): 3 clusters
  Score: Raw -334091.953748 + Penalty 2685.666891 = -331406.286857
  nChanged 13
		SP:Iteration 20F (98977.220000 sec): 3 clusters
  Score: Raw -334096.056414 + Penalty 2685.666891 = -331410.389524
  nChanged 15
		SP:Iteration 21Q (98977.290000 sec): 3 clusters
  Score: Raw -334100.093809 + Penalty 2685.666891 = -331414.426919
  nChanged 8
		SP:Iteration 22Q (98977.370000 sec): 3 clusters
  Score: Raw -334102.333327 + Penalty 2685.666891 = -331416.666436
  nChanged 8
		SP:Iteration 23Q (98977.440000 sec): 3 clusters
  Score: Raw -334103.844423 + Penalty 2685.666891 = -331418.177533
  nChanged 5
		SP:Iteration 24Q (98977.510000 sec): 3 clusters
  Score: Raw -334105.338731 + Penalty 2685.666891 = -331419.671841
  nChanged 6
		SP:Iteration 25Q (98977.590000 sec): 3 clusters
  Score: Raw -334108.000920 + Penalty 2685.666891 = -331422.334029
  nChanged 6
		SP:Iteration 26Q (98977.660000 sec): 3 clusters
  Score: Raw -334110.262854 + Penalty 2685.666891 = -331424.595963
  nChanged 8
		SP:Iteration 27Q (98977.810000 sec): 3 clusters
  Score: Raw -334111.829496 + Penalty 2685.666891 = -331426.162606
  nChanged 9
		SP:Iteration 28Q (98977.880000 sec): 3 clusters
  Score: Raw -334113.926056 + Penalty 2685.666891 = -331428.259165
  nChanged 7
		SP:Iteration 29Q (98977.960000 sec): 3 clusters
  Score: Raw -334116.643755 + Penalty 2685.666891 = -331430.976865
  nChanged 8
		SP:Iteration 30Q (98978.030000 sec): 3 clusters
  Score: Raw -334119.425343 + Penalty 2685.666891 = -331433.758452
  nChanged 6
		SP:Iteration 31Q (98978.110000 sec): 3 clusters
  Score: Raw -334121.373523 + Penalty 2685.666891 = -331435.706632
  nChanged 5
		SP:Iteration 32Q (98978.180000 sec): 3 clusters
  Score: Raw -334122.883094 + Penalty 2685.666891 = -331437.216204
  nChanged 6
		SP:Iteration 33Q (98978.250000 sec): 3 clusters
  Score: Raw -334124.547050 + Penalty 2685.666891 = -331438.880160
  nChanged 1
		SP:Iteration 34Q (98978.320000 sec): 3 clusters
  Score: Raw -334124.942691 + Penalty 2685.666891 = -331439.275800
  nChanged 2
		SP:Iteration 35Q (98978.400000 sec): 3 clusters
  Score: Raw -334125.645756 + Penalty 2685.666891 = -331439.978865
  nChanged 3
		SP:Iteration 36Q (98978.560000 sec): 3 clusters
  Score: Raw -334126.207335 + Penalty 2685.666891 = -331440.540444
  nChanged 3
		SP:Iteration 37Q (98978.700000 sec): 3 clusters
  Score: Raw -334127.086682 + Penalty 2685.666891 = -331441.419791
  nChanged 3
		SP:Iteration 38Q (98978.870000 sec): 3 clusters
  Score: Raw -334128.443352 + Penalty 2685.666891 = -331442.776461
  nChanged 5
		SP:Iteration 39Q (98979.050000 sec): 3 clusters
  Score: Raw -334129.547914 + Penalty 2685.666891 = -331443.881023
  nChanged 3
		SP:Iteration 40F (98979.220000 sec): 3 clusters
  Score: Raw -334130.022124 + Penalty 2685.666891 = -331444.355233
  nChanged 2
		SP:Iteration 41Q (98979.300000 sec): 3 clusters
  Score: Raw -334130.852342 + Penalty 2685.666891 = -331445.185451
  nChanged 3
		SP:Iteration 42Q (98979.370000 sec): 3 clusters
  Score: Raw -334132.224038 + Penalty 2685.666891 = -331446.557147
  nChanged 4
		SP:Iteration 43Q (98979.450000 sec): 3 clusters
  Score: Raw -334133.376263 + Penalty 2685.666891 = -331447.709372
  nChanged 4
		SP:Iteration 44Q (98979.520000 sec): 3 clusters
  Score: Raw -334134.499391 + Penalty 2685.666891 = -331448.832500
  nChanged 6
		SP:Iteration 45Q (98979.600000 sec): 3 clusters
  Score: Raw -334136.539179 + Penalty 2685.666891 = -331450.872289
  nChanged 6
		SP:Iteration 46Q (98979.670000 sec): 3 clusters
  Score: Raw -334138.199581 + Penalty 2685.666891 = -331452.532690
  nChanged 7
		SP:Iteration 47Q (98979.750000 sec): 3 clusters
  Score: Raw -334139.627955 + Penalty 2685.666891 = -331453.961064
  nChanged 7
		SP:Iteration 48Q (98979.820000 sec): 3 clusters
  Score: Raw -334141.216295 + Penalty 2685.666891 = -331455.549404
  nChanged 5
		SP:Iteration 49Q (98979.890000 sec): 3 clusters
  Score: Raw -334142.412660 + Penalty 2685.666891 = -331456.745769
  nChanged 2
		SP:Iteration 50Q (98979.970000 sec): 3 clusters
  Score: Raw -334142.848579 + Penalty 2685.666891 = -331457.181689
  nChanged 1
		SP:Iteration 51Q (98980.030000 sec): 3 clusters
  Score: Raw -334143.003201 + Penalty 2685.666891 = -331457.336310
  nChanged 1
		SP:Iteration 52Q (98980.110000 sec): 3 clusters
  Score: Raw -334143.218197 + Penalty 2685.666891 = -331457.551307
  nChanged 0
		SP:Iteration 53F (98980.180000 sec): 3 clusters
  Score: Raw -334143.218197 + Penalty 2685.666891 = -331457.551307
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (16308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98980.390000 sec): 2 clusters
  Score: Raw -1376631.743059 + Penalty 1576.154298 = -1375055.588761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98980.690000 sec): 3 clusters
  Score: Raw -1367015.380821 + Penalty 3152.308596 = -1363863.072226
  nChanged 7339
		SP:Iteration 1F (98980.990000 sec): 3 clusters
  Score: Raw -1371467.612793 + Penalty 3152.308596 = -1368315.304197
  nChanged 1244
		SP:Iteration 2F (98981.230000 sec): 3 clusters
  Score: Raw -1372335.934790 + Penalty 3152.308596 = -1369183.626194
  nChanged 1178
		SP:Iteration 3F (98981.500000 sec): 3 clusters
  Score: Raw -1373219.154450 + Penalty 3152.308596 = -1370066.845854
  nChanged 1101
		SP:Iteration 4F (98981.770000 sec): 3 clusters
  Score: Raw -1373943.292323 + Penalty 3152.308596 = -1370790.983727
  nChanged 915
		SP:Iteration 5F (98982.080000 sec): 3 clusters
  Score: Raw -1374439.175662 + Penalty 3152.308596 = -1371286.867066
  nChanged 720
		SP:Iteration 6Q (98982.380000 sec): 3 clusters
  Score: Raw -1374769.830638 + Penalty 3152.308596 = -1371617.522043
  nChanged 579
		SP:Iteration 7Q (98982.680000 sec): 3 clusters
  Score: Raw -1374998.837797 + Penalty 3152.308596 = -1371846.529201
  nChanged 491
		SP:Iteration 8Q (98982.990000 sec): 3 clusters
  Score: Raw -1375177.448977 + Penalty 3152.308596 = -1372025.140381
  nChanged 448
		SP:Iteration 9Q (98983.290000 sec): 3 clusters
  Score: Raw -1375358.983389 + Penalty 3152.308596 = -1372206.674793
  nChanged 450
		SP:Iteration 10Q (98983.600000 sec): 3 clusters
  Score: Raw -1375560.362215 + Penalty 3152.308596 = -1372408.053619
  nChanged 409
		SP:Iteration 11Q (98983.900000 sec): 3 clusters
  Score: Raw -1375743.950102 + Penalty 3152.308596 = -1372591.641506
  nChanged 400
		SP:Iteration 12Q (98984.210000 sec): 3 clusters
  Score: Raw -1375917.081191 + Penalty 3152.308596 = -1372764.772595
  nChanged 361
		SP:Iteration 13Q (98984.510000 sec): 3 clusters
  Score: Raw -1376080.954667 + Penalty 3152.308596 = -1372928.646071
  nChanged 339
		SP:Iteration 14Q (98984.820000 sec): 3 clusters
  Score: Raw -1376241.084441 + Penalty 3152.308596 = -1373088.775845
  nChanged 356
		SP:Iteration 15Q (98985.130000 sec): 3 clusters
  Score: Raw -1376404.097274 + Penalty 3152.308596 = -1373251.788678
  nChanged 331
		SP:Iteration 16Q (98985.430000 sec): 3 clusters
  Score: Raw -1376552.981082 + Penalty 3152.308596 = -1373400.672487
  nChanged 292
		SP:Iteration 17Q (98985.740000 sec): 3 clusters
  Score: Raw -1376689.783825 + Penalty 3152.308596 = -1373537.475229
  nChanged 244
		SP:Iteration 18Q (98986.040000 sec): 3 clusters
  Score: Raw -1376818.575809 + Penalty 3152.308596 = -1373666.267213
  nChanged 236
		SP:Iteration 19Q (98986.350000 sec): 3 clusters
  Score: Raw -1376934.118614 + Penalty 3152.308596 = -1373781.810019
  nChanged 206
		SP:Iteration 20F (98986.610000 sec): 3 clusters
  Score: Raw -1377025.897441 + Penalty 3152.308596 = -1373873.588845
  nChanged 163
		SP:Iteration 21Q (98986.920000 sec): 3 clusters
  Score: Raw -1377094.199848 + Penalty 3152.308596 = -1373941.891252
  nChanged 147
		SP:Iteration 22Q (98987.230000 sec): 3 clusters
  Score: Raw -1377161.956853 + Penalty 3152.308596 = -1374009.648257
  nChanged 126
		SP:Iteration 23Q (98987.530000 sec): 3 clusters
  Score: Raw -1377211.260046 + Penalty 3152.308596 = -1374058.951450
  nChanged 119
		SP:Iteration 24Q (98987.840000 sec): 3 clusters
  Score: Raw -1377262.074280 + Penalty 3152.308596 = -1374109.765685
  nChanged 99
		SP:Iteration 25Q (98988.150000 sec): 3 clusters
  Score: Raw -1377299.557390 + Penalty 3152.308596 = -1374147.248795
  nChanged 77
		SP:Iteration 26Q (98988.450000 sec): 3 clusters
  Score: Raw -1377324.370293 + Penalty 3152.308596 = -1374172.061698
  nChanged 61
		SP:Iteration 27Q (98988.760000 sec): 3 clusters
  Score: Raw -1377344.805518 + Penalty 3152.308596 = -1374192.496922
  nChanged 53
		SP:Iteration 28Q (98989.070000 sec): 3 clusters
  Score: Raw -1377363.050685 + Penalty 3152.308596 = -1374210.742089
  nChanged 50
		SP:Iteration 29Q (98989.370000 sec): 3 clusters
  Score: Raw -1377382.999725 + Penalty 3152.308596 = -1374230.691129
  nChanged 44
		SP:Iteration 30Q (98989.680000 sec): 3 clusters
  Score: Raw -1377396.432115 + Penalty 3152.308596 = -1374244.123520
  nChanged 38
		SP:Iteration 31Q (98989.990000 sec): 3 clusters
  Score: Raw -1377409.839579 + Penalty 3152.308596 = -1374257.530983
  nChanged 34
		SP:Iteration 32Q (98990.290000 sec): 3 clusters
  Score: Raw -1377424.492397 + Penalty 3152.308596 = -1374272.183802
  nChanged 29
		SP:Iteration 33Q (98990.600000 sec): 3 clusters
  Score: Raw -1377433.260595 + Penalty 3152.308596 = -1374280.951999
  nChanged 18
		SP:Iteration 34Q (98990.910000 sec): 3 clusters
  Score: Raw -1377441.511781 + Penalty 3152.308596 = -1374289.203185
  nChanged 23
		SP:Iteration 35Q (98991.210000 sec): 3 clusters
  Score: Raw -1377447.594314 + Penalty 3152.308596 = -1374295.285718
  nChanged 17
		SP:Iteration 36Q (98991.520000 sec): 3 clusters
  Score: Raw -1377451.390634 + Penalty 3152.308596 = -1374299.082039
  nChanged 12
		SP:Iteration 37Q (98991.830000 sec): 3 clusters
  Score: Raw -1377454.687186 + Penalty 3152.308596 = -1374302.378590
  nChanged 7
		SP:Iteration 38Q (98992.140000 sec): 3 clusters
  Score: Raw -1377456.215535 + Penalty 3152.308596 = -1374303.906939
  nChanged 6
		SP:Iteration 39Q (98992.450000 sec): 3 clusters
  Score: Raw -1377457.609182 + Penalty 3152.308596 = -1374305.300586
  nChanged 7
		SP:Iteration 40F (98992.750000 sec): 3 clusters
  Score: Raw -1377459.781776 + Penalty 3152.308596 = -1374307.473180
  nChanged 2
		SP:Iteration 41Q (98993.060000 sec): 3 clusters
  Score: Raw -1377460.586781 + Penalty 3152.308596 = -1374308.278186
  nChanged 1
		SP:Iteration 42Q (98993.370000 sec): 3 clusters
  Score: Raw -1377460.945825 + Penalty 3152.308596 = -1374308.637229
  nChanged 1
		SP:Iteration 43Q (98993.670000 sec): 3 clusters
  Score: Raw -1377461.229819 + Penalty 3152.308596 = -1374308.921223
  nChanged 0
		SP:Iteration 44F (98993.980000 sec): 3 clusters
  Score: Raw -1377461.229819 + Penalty 3152.308596 = -1374308.921223
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98994.070000 sec): 2 clusters
  Score: Raw -60877.913664 + Penalty 1100.253281 = -59777.660383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98994.250000 sec): 3 clusters
  Score: Raw -60639.840309 + Penalty 2200.506563 = -58439.333747
  nChanged 251
		SP:Iteration 1F (98994.420000 sec): 3 clusters
  Score: Raw -60913.593604 + Penalty 2200.506563 = -58713.087041
  nChanged 64
		SP:Iteration 2F (98994.600000 sec): 3 clusters
  Score: Raw -61019.320009 + Penalty 2200.506563 = -58818.813446
  nChanged 51
		SP:Iteration 3F (98994.770000 sec): 3 clusters
  Score: Raw -61101.749155 + Penalty 2200.506563 = -58901.242592
  nChanged 38
		SP:Iteration 4Q (98994.950000 sec): 3 clusters
  Score: Raw -61166.997210 + Penalty 2200.506563 = -58966.490647
  nChanged 36
		SP:Iteration 5Q (98995.130000 sec): 3 clusters
  Score: Raw -61217.364560 + Penalty 2200.506563 = -59016.857997
  nChanged 14
		SP:Iteration 6Q (98995.300000 sec): 3 clusters
  Score: Raw -61249.529825 + Penalty 2200.506563 = -59049.023262
  nChanged 22
		SP:Iteration 7Q (98995.470000 sec): 3 clusters
  Score: Raw -61293.618102 + Penalty 2200.506563 = -59093.111539
  nChanged 15
		SP:Iteration 8Q (98995.650000 sec): 3 clusters
  Score: Raw -61315.362338 + Penalty 2200.506563 = -59114.855775
  nChanged 16
		SP:Iteration 9Q (98995.830000 sec): 3 clusters
  Score: Raw -61347.843675 + Penalty 2200.506563 = -59147.337113
  nChanged 19
		SP:Iteration 10Q (98996.000000 sec): 3 clusters
  Score: Raw -61380.874975 + Penalty 2200.506563 = -59180.368412
  nChanged 16
		SP:Iteration 11Q (98996.180000 sec): 3 clusters
  Score: Raw -61403.676190 + Penalty 2200.506563 = -59203.169627
  nChanged 12
		SP:Iteration 12Q (98996.350000 sec): 3 clusters
  Score: Raw -61421.767918 + Penalty 2200.506563 = -59221.261355
  nChanged 7
		SP:Iteration 13Q (98996.530000 sec): 3 clusters
  Score: Raw -61429.637932 + Penalty 2200.506563 = -59229.131369
  nChanged 5
		SP:Iteration 14Q (98996.710000 sec): 3 clusters
  Score: Raw -61452.046232 + Penalty 2200.506563 = -59251.539669
  nChanged 7
		SP:Iteration 15Q (98996.880000 sec): 3 clusters
  Score: Raw -61468.714007 + Penalty 2200.506563 = -59268.207445
  nChanged 7
		SP:Iteration 16Q (98997.060000 sec): 3 clusters
  Score: Raw -61493.472282 + Penalty 2200.506563 = -59292.965720
  nChanged 9
		SP:Iteration 17Q (98997.230000 sec): 3 clusters
  Score: Raw -61503.029696 + Penalty 2200.506563 = -59302.523133
  nChanged 2
		SP:Iteration 18Q (98997.410000 sec): 3 clusters
  Score: Raw -61506.495124 + Penalty 2200.506563 = -59305.988561
  nChanged 3
		SP:Iteration 19Q (98997.590000 sec): 3 clusters
  Score: Raw -61507.849126 + Penalty 2200.506563 = -59307.342563
  nChanged 0
		SP:Iteration 20F (98997.760000 sec): 3 clusters
  Score: Raw -61507.849126 + Penalty 2200.506563 = -59307.342563
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (2254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98997.850000 sec): 2 clusters
  Score: Raw -188914.898458 + Penalty 1254.575025 = -187660.323433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98997.910000 sec): 3 clusters
  Score: Raw -187966.267115 + Penalty 2509.150051 = -185457.117065
  nChanged 816
		SP:Iteration 1F (98997.960000 sec): 3 clusters
  Score: Raw -188600.427701 + Penalty 2509.150051 = -186091.277651
  nChanged 196
		SP:Iteration 2F (98998.000000 sec): 3 clusters
  Score: Raw -188804.506155 + Penalty 2509.150051 = -186295.356105
  nChanged 138
		SP:Iteration 3F (98998.040000 sec): 3 clusters
  Score: Raw -188945.288367 + Penalty 2509.150051 = -186436.138316
  nChanged 118
		SP:Iteration 4F (98998.090000 sec): 3 clusters
  Score: Raw -189069.131695 + Penalty 2509.150051 = -186559.981644
  nChanged 98
		SP:Iteration 5Q (98998.130000 sec): 3 clusters
  Score: Raw -189170.505500 + Penalty 2509.150051 = -186661.355449
  nChanged 87
		SP:Iteration 6Q (98998.170000 sec): 3 clusters
  Score: Raw -189261.918175 + Penalty 2509.150051 = -186752.768124
  nChanged 81
		SP:Iteration 7Q (98998.210000 sec): 3 clusters
  Score: Raw -189341.912350 + Penalty 2509.150051 = -186832.762300
  nChanged 74
		SP:Iteration 8Q (98998.260000 sec): 3 clusters
  Score: Raw -189424.365142 + Penalty 2509.150051 = -186915.215091
  nChanged 64
		SP:Iteration 9Q (98998.300000 sec): 3 clusters
  Score: Raw -189501.093711 + Penalty 2509.150051 = -186991.943660
  nChanged 68
		SP:Iteration 10Q (98998.340000 sec): 3 clusters
  Score: Raw -189585.528296 + Penalty 2509.150051 = -187076.378245
  nChanged 59
		SP:Iteration 11Q (98998.380000 sec): 3 clusters
  Score: Raw -189654.601897 + Penalty 2509.150051 = -187145.451846
  nChanged 45
		SP:Iteration 12Q (98998.420000 sec): 3 clusters
  Score: Raw -189705.725153 + Penalty 2509.150051 = -187196.575102
  nChanged 42
		SP:Iteration 13Q (98998.470000 sec): 3 clusters
  Score: Raw -189744.863217 + Penalty 2509.150051 = -187235.713167
  nChanged 28
		SP:Iteration 14Q (98998.510000 sec): 3 clusters
  Score: Raw -189762.447815 + Penalty 2509.150051 = -187253.297764
  nChanged 23
		SP:Iteration 15Q (98998.550000 sec): 3 clusters
  Score: Raw -189783.289671 + Penalty 2509.150051 = -187274.139620
  nChanged 19
		SP:Iteration 16Q (98998.590000 sec): 3 clusters
  Score: Raw -189804.154068 + Penalty 2509.150051 = -187295.004017
  nChanged 18
		SP:Iteration 17Q (98998.630000 sec): 3 clusters
  Score: Raw -189821.572843 + Penalty 2509.150051 = -187312.422792
  nChanged 17
		SP:Iteration 18Q (98998.680000 sec): 3 clusters
  Score: Raw -189836.590274 + Penalty 2509.150051 = -187327.440223
  nChanged 17
		SP:Iteration 19Q (98998.720000 sec): 3 clusters
  Score: Raw -189853.401531 + Penalty 2509.150051 = -187344.251480
  nChanged 17
		SP:Iteration 20F (98998.760000 sec): 3 clusters
  Score: Raw -189878.536476 + Penalty 2509.150051 = -187369.386425
  nChanged 24
		SP:Iteration 21Q (98998.810000 sec): 3 clusters
  Score: Raw -189895.985791 + Penalty 2509.150051 = -187386.835740
  nChanged 17
		SP:Iteration 22Q (98998.850000 sec): 3 clusters
  Score: Raw -189907.733112 + Penalty 2509.150051 = -187398.583061
  nChanged 8
		SP:Iteration 23Q (98998.890000 sec): 3 clusters
  Score: Raw -189912.057033 + Penalty 2509.150051 = -187402.906983
  nChanged 6
		SP:Iteration 24Q (98998.930000 sec): 3 clusters
  Score: Raw -189914.165884 + Penalty 2509.150051 = -187405.015833
  nChanged 3
		SP:Iteration 25Q (98998.970000 sec): 3 clusters
  Score: Raw -189915.893146 + Penalty 2509.150051 = -187406.743095
  nChanged 3
		SP:Iteration 26Q (98999.020000 sec): 3 clusters
  Score: Raw -189917.345892 + Penalty 2509.150051 = -187408.195841
  nChanged 3
		SP:Iteration 27Q (98999.060000 sec): 3 clusters
  Score: Raw -189919.140242 + Penalty 2509.150051 = -187409.990192
  nChanged 1
		SP:Iteration 28Q (98999.100000 sec): 3 clusters
  Score: Raw -189919.460935 + Penalty 2509.150051 = -187410.310884
  nChanged 0
		SP:Iteration 29F (98999.150000 sec): 3 clusters
  Score: Raw -189919.460935 + Penalty 2509.150051 = -187410.310884
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (5993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98999.260000 sec): 2 clusters
  Score: Raw -485990.686187 + Penalty 1413.481453 = -484577.204734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98999.470000 sec): 3 clusters
  Score: Raw -482852.749672 + Penalty 2826.962905 = -480025.786767
  nChanged 2450
		SP:Iteration 1F (98999.650000 sec): 3 clusters
  Score: Raw -484299.155069 + Penalty 2826.962905 = -481472.192164
  nChanged 507
		SP:Iteration 2F (98999.810000 sec): 3 clusters
  Score: Raw -484653.929395 + Penalty 2826.962905 = -481826.966490
  nChanged 420
		SP:Iteration 3F (98999.980000 sec): 3 clusters
  Score: Raw -484937.649463 + Penalty 2826.962905 = -482110.686558
  nChanged 341
		SP:Iteration 4F (99000.150000 sec): 3 clusters
  Score: Raw -485144.595891 + Penalty 2826.962905 = -482317.632986
  nChanged 292
		SP:Iteration 5Q (99000.310000 sec): 3 clusters
  Score: Raw -485335.675213 + Penalty 2826.962905 = -482508.712307
  nChanged 260
		SP:Iteration 6Q (99000.480000 sec): 3 clusters
  Score: Raw -485497.499889 + Penalty 2826.962905 = -482670.536984
  nChanged 197
		SP:Iteration 7Q (99000.650000 sec): 3 clusters
  Score: Raw -485603.985647 + Penalty 2826.962905 = -482777.022742
  nChanged 170
		SP:Iteration 8Q (99000.850000 sec): 3 clusters
  Score: Raw -485695.455046 + Penalty 2826.962905 = -482868.492141
  nChanged 154
		SP:Iteration 9Q (99001.020000 sec): 3 clusters
  Score: Raw -485771.306010 + Penalty 2826.962905 = -482944.343105
  nChanged 132
		SP:Iteration 10Q (99001.190000 sec): 3 clusters
  Score: Raw -485840.731780 + Penalty 2826.962905 = -483013.768874
  nChanged 134
		SP:Iteration 11Q (99001.350000 sec): 3 clusters
  Score: Raw -485912.350453 + Penalty 2826.962905 = -483085.387547
  nChanged 131
		SP:Iteration 12Q (99001.520000 sec): 3 clusters
  Score: Raw -485986.820179 + Penalty 2826.962905 = -483159.857273
  nChanged 127
		SP:Iteration 13Q (99001.690000 sec): 3 clusters
  Score: Raw -486048.549906 + Penalty 2826.962905 = -483221.587001
  nChanged 117
		SP:Iteration 14Q (99001.850000 sec): 3 clusters
  Score: Raw -486111.985927 + Penalty 2826.962905 = -483285.023022
  nChanged 126
		SP:Iteration 15Q (99002.020000 sec): 3 clusters
  Score: Raw -486194.196215 + Penalty 2826.962905 = -483367.233309
  nChanged 139
		SP:Iteration 16Q (99002.190000 sec): 3 clusters
  Score: Raw -486285.151872 + Penalty 2826.962905 = -483458.188967
  nChanged 175
		SP:Iteration 17Q (99002.350000 sec): 3 clusters
  Score: Raw -486407.529453 + Penalty 2826.962905 = -483580.566548
  nChanged 150
		SP:Iteration 18Q (99002.520000 sec): 3 clusters
  Score: Raw -486505.348854 + Penalty 2826.962905 = -483678.385949
  nChanged 117
		SP:Iteration 19Q (99002.690000 sec): 3 clusters
  Score: Raw -486582.186001 + Penalty 2826.962905 = -483755.223096
  nChanged 101
		SP:Iteration 20F (99002.850000 sec): 3 clusters
  Score: Raw -486656.543977 + Penalty 2826.962905 = -483829.581072
  nChanged 94
		SP:Iteration 21Q (99003.020000 sec): 3 clusters
  Score: Raw -486709.995783 + Penalty 2826.962905 = -483883.032878
  nChanged 76
		SP:Iteration 22Q (99003.190000 sec): 3 clusters
  Score: Raw -486751.016818 + Penalty 2826.962905 = -483924.053913
  nChanged 62
		SP:Iteration 23Q (99003.350000 sec): 3 clusters
  Score: Raw -486778.747955 + Penalty 2826.962905 = -483951.785050
  nChanged 44
		SP:Iteration 24Q (99003.520000 sec): 3 clusters
  Score: Raw -486795.951996 + Penalty 2826.962905 = -483968.989091
  nChanged 36
		SP:Iteration 25Q (99003.680000 sec): 3 clusters
  Score: Raw -486808.339977 + Penalty 2826.962905 = -483981.377072
  nChanged 28
		SP:Iteration 26Q (99003.850000 sec): 3 clusters
  Score: Raw -486816.617539 + Penalty 2826.962905 = -483989.654634
  nChanged 15
		SP:Iteration 27Q (99004.010000 sec): 3 clusters
  Score: Raw -486821.068479 + Penalty 2826.962905 = -483994.105574
  nChanged 9
		SP:Iteration 28Q (99004.180000 sec): 3 clusters
  Score: Raw -486823.355291 + Penalty 2826.962905 = -483996.392386
  nChanged 6
		SP:Iteration 29Q (99004.400000 sec): 3 clusters
  Score: Raw -486824.595058 + Penalty 2826.962905 = -483997.632153
  nChanged 7
		SP:Iteration 30Q (99004.560000 sec): 3 clusters
  Score: Raw -486826.057881 + Penalty 2826.962905 = -483999.094976
  nChanged 5
		SP:Iteration 31Q (99004.730000 sec): 3 clusters
  Score: Raw -486826.755028 + Penalty 2826.962905 = -483999.792122
  nChanged 3
		SP:Iteration 32Q (99004.900000 sec): 3 clusters
  Score: Raw -486827.200875 + Penalty 2826.962905 = -484000.237970
  nChanged 1
		SP:Iteration 33Q (99005.060000 sec): 3 clusters
  Score: Raw -486827.274435 + Penalty 2826.962905 = -484000.311530
  nChanged 0
		SP:Iteration 34F (99005.230000 sec): 3 clusters
  Score: Raw -486827.274435 + Penalty 2826.962905 = -484000.311530
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (7548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99005.330000 sec): 2 clusters
  Score: Raw -679246.430315 + Penalty 1450.968660 = -677795.461656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99005.540000 sec): 3 clusters
  Score: Raw -675263.134129 + Penalty 2901.937320 = -672361.196810
  nChanged 3175
		SP:Iteration 1F (99005.740000 sec): 3 clusters
  Score: Raw -677669.304704 + Penalty 2901.937320 = -674767.367384
  nChanged 767
		SP:Iteration 2F (99005.940000 sec): 3 clusters
  Score: Raw -678405.020405 + Penalty 2901.937320 = -675503.083086
  nChanged 610
		SP:Iteration 3F (99006.140000 sec): 3 clusters
  Score: Raw -678837.816532 + Penalty 2901.937320 = -675935.879213
  nChanged 394
		SP:Iteration 4F (99006.340000 sec): 3 clusters
  Score: Raw -679090.931411 + Penalty 2901.937320 = -676188.994092
  nChanged 306
		SP:Iteration 5Q (99006.540000 sec): 3 clusters
  Score: Raw -679271.876403 + Penalty 2901.937320 = -676369.939083
  nChanged 262
		SP:Iteration 6Q (99006.740000 sec): 3 clusters
  Score: Raw -679413.956992 + Penalty 2901.937320 = -676512.019673
  nChanged 218
		SP:Iteration 7Q (99006.940000 sec): 3 clusters
  Score: Raw -679530.265407 + Penalty 2901.937320 = -676628.328087
  nChanged 186
		SP:Iteration 8Q (99007.140000 sec): 3 clusters
  Score: Raw -679608.691062 + Penalty 2901.937320 = -676706.753742
  nChanged 144
		SP:Iteration 9Q (99007.340000 sec): 3 clusters
  Score: Raw -679664.621420 + Penalty 2901.937320 = -676762.684101
  nChanged 131
		SP:Iteration 10Q (99007.540000 sec): 3 clusters
  Score: Raw -679712.882543 + Penalty 2901.937320 = -676810.945223
  nChanged 112
		SP:Iteration 11Q (99007.730000 sec): 3 clusters
  Score: Raw -679751.064740 + Penalty 2901.937320 = -676849.127420
  nChanged 85
		SP:Iteration 12Q (99007.850000 sec): 3 clusters
  Score: Raw -679777.621621 + Penalty 2901.937320 = -676875.684301
  nChanged 73
		SP:Iteration 13Q (99008.050000 sec): 3 clusters
  Score: Raw -679805.256607 + Penalty 2901.937320 = -676903.319287
  nChanged 71
		SP:Iteration 14Q (99008.250000 sec): 3 clusters
  Score: Raw -679833.246222 + Penalty 2901.937320 = -676931.308902
  nChanged 64
		SP:Iteration 15Q (99008.450000 sec): 3 clusters
  Score: Raw -679849.780319 + Penalty 2901.937320 = -676947.843000
  nChanged 53
		SP:Iteration 16Q (99008.650000 sec): 3 clusters
  Score: Raw -679865.653484 + Penalty 2901.937320 = -676963.716164
  nChanged 64
		SP:Iteration 17Q (99008.850000 sec): 3 clusters
  Score: Raw -679883.446665 + Penalty 2901.937320 = -676981.509346
  nChanged 43
		SP:Iteration 18Q (99009.040000 sec): 3 clusters
  Score: Raw -679897.082853 + Penalty 2901.937320 = -676995.145534
  nChanged 47
		SP:Iteration 19Q (99009.170000 sec): 3 clusters
  Score: Raw -679909.074292 + Penalty 2901.937320 = -677007.136973
  nChanged 50
		SP:Iteration 20F (99009.280000 sec): 3 clusters
  Score: Raw -679921.980234 + Penalty 2901.937320 = -677020.042914
  nChanged 47
		SP:Iteration 21Q (99009.480000 sec): 3 clusters
  Score: Raw -679935.520653 + Penalty 2901.937320 = -677033.583333
  nChanged 45
		SP:Iteration 22Q (99009.680000 sec): 3 clusters
  Score: Raw -679944.572558 + Penalty 2901.937320 = -677042.635238
  nChanged 38
		SP:Iteration 23Q (99009.830000 sec): 3 clusters
  Score: Raw -679951.311167 + Penalty 2901.937320 = -677049.373848
  nChanged 26
		SP:Iteration 24Q (99009.970000 sec): 3 clusters
  Score: Raw -679954.607735 + Penalty 2901.937320 = -677052.670416
  nChanged 13
		SP:Iteration 25Q (99010.080000 sec): 3 clusters
  Score: Raw -679956.593955 + Penalty 2901.937320 = -677054.656635
  nChanged 16
		SP:Iteration 26Q (99010.280000 sec): 3 clusters
  Score: Raw -679959.981007 + Penalty 2901.937320 = -677058.043688
  nChanged 16
		SP:Iteration 27Q (99010.490000 sec): 3 clusters
  Score: Raw -679962.109803 + Penalty 2901.937320 = -677060.172484
  nChanged 12
		SP:Iteration 28Q (99010.680000 sec): 3 clusters
  Score: Raw -679963.837552 + Penalty 2901.937320 = -677061.900233
  nChanged 11
		SP:Iteration 29Q (99010.870000 sec): 3 clusters
  Score: Raw -679965.306738 + Penalty 2901.937320 = -677063.369419
  nChanged 7
		SP:Iteration 30Q (99011.050000 sec): 3 clusters
  Score: Raw -679966.202575 + Penalty 2901.937320 = -677064.265255
  nChanged 7
		SP:Iteration 31Q (99011.250000 sec): 3 clusters
  Score: Raw -679967.302865 + Penalty 2901.937320 = -677065.365545
  nChanged 8
		SP:Iteration 32Q (99011.450000 sec): 3 clusters
  Score: Raw -679968.352882 + Penalty 2901.937320 = -677066.415562
  nChanged 11
		SP:Iteration 33Q (99011.650000 sec): 3 clusters
  Score: Raw -679970.510092 + Penalty 2901.937320 = -677068.572772
  nChanged 12
		SP:Iteration 34Q (99011.840000 sec): 3 clusters
  Score: Raw -679973.374684 + Penalty 2901.937320 = -677071.437365
  nChanged 18
		SP:Iteration 35Q (99012.040000 sec): 3 clusters
  Score: Raw -679977.730260 + Penalty 2901.937320 = -677075.792940
  nChanged 22
		SP:Iteration 36Q (99012.240000 sec): 3 clusters
  Score: Raw -679982.244018 + Penalty 2901.937320 = -677080.306698
  nChanged 23
		SP:Iteration 37Q (99012.440000 sec): 3 clusters
  Score: Raw -679986.204667 + Penalty 2901.937320 = -677084.267348
  nChanged 18
		SP:Iteration 38Q (99012.640000 sec): 3 clusters
  Score: Raw -679988.901177 + Penalty 2901.937320 = -677086.963857
  nChanged 11
		SP:Iteration 39Q (99012.840000 sec): 3 clusters
  Score: Raw -679990.544668 + Penalty 2901.937320 = -677088.607349
  nChanged 11
		SP:Iteration 40F (99013.040000 sec): 3 clusters
  Score: Raw -679992.373208 + Penalty 2901.937320 = -677090.435888
  nChanged 9
		SP:Iteration 41Q (99013.230000 sec): 3 clusters
  Score: Raw -679993.708242 + Penalty 2901.937320 = -677091.770922
  nChanged 6
		SP:Iteration 42Q (99013.430000 sec): 3 clusters
  Score: Raw -679994.590359 + Penalty 2901.937320 = -677092.653040
  nChanged 9
		SP:Iteration 43Q (99013.630000 sec): 3 clusters
  Score: Raw -679996.814287 + Penalty 2901.937320 = -677094.876967
  nChanged 15
		SP:Iteration 44Q (99013.750000 sec): 3 clusters
  Score: Raw -679998.419605 + Penalty 2901.937320 = -677096.482286
  nChanged 5
		SP:Iteration 45Q (99013.870000 sec): 3 clusters
  Score: Raw -679999.177429 + Penalty 2901.937320 = -677097.240109
  nChanged 2
		SP:Iteration 46Q (99013.980000 sec): 3 clusters
  Score: Raw -679999.550144 + Penalty 2901.937320 = -677097.612824
  nChanged 3
		SP:Iteration 47Q (99014.180000 sec): 3 clusters
  Score: Raw -679999.901492 + Penalty 2901.937320 = -677097.964173
  nChanged 1
		SP:Iteration 48Q (99014.390000 sec): 3 clusters
  Score: Raw -679999.990392 + Penalty 2901.937320 = -677098.053072
  nChanged 1
		SP:Iteration 49Q (99014.580000 sec): 3 clusters
  Score: Raw -680000.053736 + Penalty 2901.937320 = -677098.116417
  nChanged 3
		SP:Iteration 50Q (99014.780000 sec): 3 clusters
  Score: Raw -680000.303349 + Penalty 2901.937320 = -677098.366030
  nChanged 0
		SP:Iteration 51F (99014.980000 sec): 3 clusters
  Score: Raw -680000.303349 + Penalty 2901.937320 = -677098.366030
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (5421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99015.100000 sec): 2 clusters
  Score: Raw -460423.016067 + Penalty 1397.180782 = -459025.835285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99015.280000 sec): 3 clusters
  Score: Raw -457574.935065 + Penalty 2794.361563 = -454780.573502
  nChanged 2268
		SP:Iteration 1F (99015.380000 sec): 3 clusters
  Score: Raw -458923.171806 + Penalty 2794.361563 = -456128.810243
  nChanged 464
		SP:Iteration 2F (99015.480000 sec): 3 clusters
  Score: Raw -459294.890848 + Penalty 2794.361563 = -456500.529285
  nChanged 410
		SP:Iteration 3F (99015.670000 sec): 3 clusters
  Score: Raw -459662.374318 + Penalty 2794.361563 = -456868.012754
  nChanged 382
		SP:Iteration 4F (99015.890000 sec): 3 clusters
  Score: Raw -460015.152463 + Penalty 2794.361563 = -457220.790900
  nChanged 318
		SP:Iteration 5F (99016.030000 sec): 3 clusters
  Score: Raw -460301.980787 + Penalty 2794.361563 = -457507.619224
  nChanged 256
		SP:Iteration 6Q (99016.210000 sec): 3 clusters
  Score: Raw -460496.667687 + Penalty 2794.361563 = -457702.306124
  nChanged 198
		SP:Iteration 7Q (99016.310000 sec): 3 clusters
  Score: Raw -460696.670641 + Penalty 2794.361563 = -457902.309078
  nChanged 200
		SP:Iteration 8Q (99016.510000 sec): 3 clusters
  Score: Raw -460922.582666 + Penalty 2794.361563 = -458128.221103
  nChanged 213
		SP:Iteration 9Q (99016.730000 sec): 3 clusters
  Score: Raw -461163.933191 + Penalty 2794.361563 = -458369.571627
  nChanged 181
		SP:Iteration 10Q (99016.870000 sec): 3 clusters
  Score: Raw -461326.069880 + Penalty 2794.361563 = -458531.708317
  nChanged 133
		SP:Iteration 11Q (99017.050000 sec): 3 clusters
  Score: Raw -461422.826132 + Penalty 2794.361563 = -458628.464569
  nChanged 107
		SP:Iteration 12Q (99017.190000 sec): 3 clusters
  Score: Raw -461488.975691 + Penalty 2794.361563 = -458694.614127
  nChanged 87
		SP:Iteration 13Q (99017.290000 sec): 3 clusters
  Score: Raw -461548.984345 + Penalty 2794.361563 = -458754.622782
  nChanged 68
		SP:Iteration 14Q (99017.490000 sec): 3 clusters
  Score: Raw -461590.894719 + Penalty 2794.361563 = -458796.533156
  nChanged 50
		SP:Iteration 15Q (99017.700000 sec): 3 clusters
  Score: Raw -461615.055994 + Penalty 2794.361563 = -458820.694430
  nChanged 33
		SP:Iteration 16Q (99017.810000 sec): 3 clusters
  Score: Raw -461625.724617 + Penalty 2794.361563 = -458831.363053
  nChanged 18
		SP:Iteration 17Q (99017.920000 sec): 3 clusters
  Score: Raw -461632.485753 + Penalty 2794.361563 = -458838.124189
  nChanged 15
		SP:Iteration 18Q (99018.010000 sec): 3 clusters
  Score: Raw -461636.265192 + Penalty 2794.361563 = -458841.903629
  nChanged 11
		SP:Iteration 19Q (99018.200000 sec): 3 clusters
  Score: Raw -461638.979445 + Penalty 2794.361563 = -458844.617881
  nChanged 3
		SP:Iteration 20F (99018.420000 sec): 3 clusters
  Score: Raw -461639.778180 + Penalty 2794.361563 = -458845.416617
  nChanged 2
		SP:Iteration 21Q (99018.600000 sec): 3 clusters
  Score: Raw -461640.361492 + Penalty 2794.361563 = -458845.999928
  nChanged 1
		SP:Iteration 22Q (99018.720000 sec): 3 clusters
  Score: Raw -461640.511915 + Penalty 2794.361563 = -458846.150352
  nChanged 1
		SP:Iteration 23Q (99018.820000 sec): 3 clusters
  Score: Raw -461640.726789 + Penalty 2794.361563 = -458846.365226
  nChanged 0
		SP:Iteration 24F (99019.010000 sec): 3 clusters
  Score: Raw -461640.726789 + Penalty 2794.361563 = -458846.365226
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (3635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99019.120000 sec): 2 clusters
  Score: Raw -299197.235385 + Penalty 1332.234213 = -297865.001172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99019.270000 sec): 3 clusters
  Score: Raw -297381.578567 + Penalty 2664.468427 = -294717.110140
  nChanged 1429
		SP:Iteration 1F (99019.350000 sec): 3 clusters
  Score: Raw -298325.926166 + Penalty 2664.468427 = -295661.457739
  nChanged 377
		SP:Iteration 2F (99019.430000 sec): 3 clusters
  Score: Raw -298659.145402 + Penalty 2664.468427 = -295994.676975
  nChanged 273
		SP:Iteration 3F (99019.510000 sec): 3 clusters
  Score: Raw -298883.989077 + Penalty 2664.468427 = -296219.520651
  nChanged 226
		SP:Iteration 4F (99019.580000 sec): 3 clusters
  Score: Raw -299062.653334 + Penalty 2664.468427 = -296398.184907
  nChanged 176
		SP:Iteration 5Q (99019.650000 sec): 3 clusters
  Score: Raw -299189.899171 + Penalty 2664.468427 = -296525.430744
  nChanged 141
		SP:Iteration 6Q (99019.730000 sec): 3 clusters
  Score: Raw -299293.398808 + Penalty 2664.468427 = -296628.930381
  nChanged 107
		SP:Iteration 7Q (99019.800000 sec): 3 clusters
  Score: Raw -299360.637325 + Penalty 2664.468427 = -296696.168898
  nChanged 87
		SP:Iteration 8Q (99019.870000 sec): 3 clusters
  Score: Raw -299410.453316 + Penalty 2664.468427 = -296745.984890
  nChanged 67
		SP:Iteration 9Q (99019.940000 sec): 3 clusters
  Score: Raw -299448.138775 + Penalty 2664.468427 = -296783.670349
  nChanged 63
		SP:Iteration 10Q (99020.010000 sec): 3 clusters
  Score: Raw -299487.788002 + Penalty 2664.468427 = -296823.319575
  nChanged 58
		SP:Iteration 11Q (99020.080000 sec): 3 clusters
  Score: Raw -299519.711080 + Penalty 2664.468427 = -296855.242653
  nChanged 49
		SP:Iteration 12Q (99020.150000 sec): 3 clusters
  Score: Raw -299544.801489 + Penalty 2664.468427 = -296880.333063
  nChanged 37
		SP:Iteration 13Q (99020.230000 sec): 3 clusters
  Score: Raw -299561.347044 + Penalty 2664.468427 = -296896.878617
  nChanged 40
		SP:Iteration 14Q (99020.300000 sec): 3 clusters
  Score: Raw -299582.882247 + Penalty 2664.468427 = -296918.413820
  nChanged 37
		SP:Iteration 15Q (99020.370000 sec): 3 clusters
  Score: Raw -299599.452670 + Penalty 2664.468427 = -296934.984243
  nChanged 29
		SP:Iteration 16Q (99020.440000 sec): 3 clusters
  Score: Raw -299611.673199 + Penalty 2664.468427 = -296947.204772
  nChanged 15
		SP:Iteration 17Q (99020.510000 sec): 3 clusters
  Score: Raw -299616.276953 + Penalty 2664.468427 = -296951.808526
  nChanged 10
		SP:Iteration 18Q (99020.590000 sec): 3 clusters
  Score: Raw -299620.038731 + Penalty 2664.468427 = -296955.570305
  nChanged 10
		SP:Iteration 19Q (99020.660000 sec): 3 clusters
  Score: Raw -299624.025114 + Penalty 2664.468427 = -296959.556687
  nChanged 9
		SP:Iteration 20F (99020.730000 sec): 3 clusters
  Score: Raw -299629.268748 + Penalty 2664.468427 = -296964.800321
  nChanged 14
		SP:Iteration 21Q (99020.790000 sec): 3 clusters
  Score: Raw -299635.458051 + Penalty 2664.468427 = -296970.989624
  nChanged 13
		SP:Iteration 22Q (99020.870000 sec): 3 clusters
  Score: Raw -299642.071360 + Penalty 2664.468427 = -296977.602934
  nChanged 15
		SP:Iteration 23Q (99020.940000 sec): 3 clusters
  Score: Raw -299649.527480 + Penalty 2664.468427 = -296985.059053
  nChanged 20
		SP:Iteration 24Q (99021.080000 sec): 3 clusters
  Score: Raw -299656.799338 + Penalty 2664.468427 = -296992.330912
  nChanged 16
		SP:Iteration 25Q (99021.260000 sec): 3 clusters
  Score: Raw -299666.544408 + Penalty 2664.468427 = -297002.075982
  nChanged 19
		SP:Iteration 26Q (99021.430000 sec): 3 clusters
  Score: Raw -299676.242536 + Penalty 2664.468427 = -297011.774110
  nChanged 18
		SP:Iteration 27Q (99021.610000 sec): 3 clusters
  Score: Raw -299685.691504 + Penalty 2664.468427 = -297021.223077
  nChanged 17
		SP:Iteration 28Q (99021.790000 sec): 3 clusters
  Score: Raw -299694.165665 + Penalty 2664.468427 = -297029.697238
  nChanged 9
		SP:Iteration 29Q (99021.960000 sec): 3 clusters
  Score: Raw -299699.134415 + Penalty 2664.468427 = -297034.665989
  nChanged 16
		SP:Iteration 30Q (99022.140000 sec): 3 clusters
  Score: Raw -299705.016402 + Penalty 2664.468427 = -297040.547975
  nChanged 9
		SP:Iteration 31Q (99022.310000 sec): 3 clusters
  Score: Raw -299708.749611 + Penalty 2664.468427 = -297044.281185
  nChanged 9
		SP:Iteration 32Q (99022.490000 sec): 3 clusters
  Score: Raw -299711.852534 + Penalty 2664.468427 = -297047.384108
  nChanged 10
		SP:Iteration 33Q (99022.670000 sec): 3 clusters
  Score: Raw -299714.786050 + Penalty 2664.468427 = -297050.317623
  nChanged 5
		SP:Iteration 34Q (99022.840000 sec): 3 clusters
  Score: Raw -299717.355359 + Penalty 2664.468427 = -297052.886932
  nChanged 4
		SP:Iteration 35Q (99023.020000 sec): 3 clusters
  Score: Raw -299719.177340 + Penalty 2664.468427 = -297054.708913
  nChanged 4
		SP:Iteration 36Q (99023.190000 sec): 3 clusters
  Score: Raw -299720.096854 + Penalty 2664.468427 = -297055.628427
  nChanged 4
		SP:Iteration 37Q (99023.370000 sec): 3 clusters
  Score: Raw -299721.077607 + Penalty 2664.468427 = -297056.609180
  nChanged 3
		SP:Iteration 38Q (99023.550000 sec): 3 clusters
  Score: Raw -299722.028677 + Penalty 2664.468427 = -297057.560250
  nChanged 2
		SP:Iteration 39Q (99023.720000 sec): 3 clusters
  Score: Raw -299723.000608 + Penalty 2664.468427 = -297058.532181
  nChanged 3
		SP:Iteration 40F (99023.900000 sec): 3 clusters
  Score: Raw -299724.170946 + Penalty 2664.468427 = -297059.702520
  nChanged 1
		SP:Iteration 41Q (99024.070000 sec): 3 clusters
  Score: Raw -299724.686268 + Penalty 2664.468427 = -297060.217842
  nChanged 0
		SP:Iteration 42F (99024.250000 sec): 3 clusters
  Score: Raw -299724.686268 + Penalty 2664.468427 = -297060.217842
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99024.330000 sec): 2 clusters
  Score: Raw -57838.204902 + Penalty 1066.167483 = -56772.037419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99024.510000 sec): 3 clusters
  Score: Raw -57647.371613 + Penalty 2132.334966 = -55515.036646
  nChanged 186
		SP:Iteration 1F (99024.690000 sec): 3 clusters
  Score: Raw -57881.791020 + Penalty 2132.334966 = -55749.456054
  nChanged 47
		SP:Iteration 2F (99024.860000 sec): 3 clusters
  Score: Raw -57947.183796 + Penalty 2132.334966 = -55814.848829
  nChanged 23
		SP:Iteration 3Q (99025.040000 sec): 3 clusters
  Score: Raw -57973.743869 + Penalty 2132.334966 = -55841.408903
  nChanged 15
		SP:Iteration 4Q (99025.210000 sec): 3 clusters
  Score: Raw -57991.314516 + Penalty 2132.334966 = -55858.979550
  nChanged 13
		SP:Iteration 5Q (99025.390000 sec): 3 clusters
  Score: Raw -58011.800126 + Penalty 2132.334966 = -55879.465160
  nChanged 13
		SP:Iteration 6Q (99025.570000 sec): 3 clusters
  Score: Raw -58028.410750 + Penalty 2132.334966 = -55896.075784
  nChanged 7
		SP:Iteration 7Q (99025.740000 sec): 3 clusters
  Score: Raw -58035.768745 + Penalty 2132.334966 = -55903.433779
  nChanged 4
		SP:Iteration 8Q (99025.910000 sec): 3 clusters
  Score: Raw -58038.728579 + Penalty 2132.334966 = -55906.393613
  nChanged 2
		SP:Iteration 9Q (99026.070000 sec): 3 clusters
  Score: Raw -58040.583948 + Penalty 2132.334966 = -55908.248982
  nChanged 2
		SP:Iteration 10Q (99026.250000 sec): 3 clusters
  Score: Raw -58042.590875 + Penalty 2132.334966 = -55910.255909
  nChanged 1
		SP:Iteration 11Q (99026.430000 sec): 3 clusters
  Score: Raw -58044.082867 + Penalty 2132.334966 = -55911.747901
  nChanged 0
		SP:Iteration 12F (99026.600000 sec): 3 clusters
  Score: Raw -58044.082867 + Penalty 2132.334966 = -55911.747901
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99026.720000 sec): 2 clusters
  Score: Raw -486981.677930 + Penalty 1407.769429 = -485573.908501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99026.900000 sec): 3 clusters
  Score: Raw -483917.808888 + Penalty 2815.538858 = -481102.270030
  nChanged 2419
		SP:Iteration 1F (99027.070000 sec): 3 clusters
  Score: Raw -485350.569233 + Penalty 2815.538858 = -482535.030375
  nChanged 460
		SP:Iteration 2F (99027.240000 sec): 3 clusters
  Score: Raw -485633.498974 + Penalty 2815.538858 = -482817.960116
  nChanged 355
		SP:Iteration 3F (99027.410000 sec): 3 clusters
  Score: Raw -485858.770440 + Penalty 2815.538858 = -483043.231583
  nChanged 295
		SP:Iteration 4F (99027.570000 sec): 3 clusters
  Score: Raw -486015.595723 + Penalty 2815.538858 = -483200.056865
  nChanged 258
		SP:Iteration 5Q (99027.750000 sec): 3 clusters
  Score: Raw -486170.939862 + Penalty 2815.538858 = -483355.401005
  nChanged 249
		SP:Iteration 6Q (99027.910000 sec): 3 clusters
  Score: Raw -486324.026365 + Penalty 2815.538858 = -483508.487507
  nChanged 236
		SP:Iteration 7Q (99028.080000 sec): 3 clusters
  Score: Raw -486493.074306 + Penalty 2815.538858 = -483677.535449
  nChanged 245
		SP:Iteration 8Q (99028.250000 sec): 3 clusters
  Score: Raw -486689.668720 + Penalty 2815.538858 = -483874.129862
  nChanged 234
		SP:Iteration 9Q (99028.420000 sec): 3 clusters
  Score: Raw -486936.884257 + Penalty 2815.538858 = -484121.345399
  nChanged 258
		SP:Iteration 10Q (99028.590000 sec): 3 clusters
  Score: Raw -487197.475169 + Penalty 2815.538858 = -484381.936311
  nChanged 237
		SP:Iteration 11Q (99028.760000 sec): 3 clusters
  Score: Raw -487385.459631 + Penalty 2815.538858 = -484569.920774
  nChanged 182
		SP:Iteration 12Q (99028.930000 sec): 3 clusters
  Score: Raw -487486.262113 + Penalty 2815.538858 = -484670.723256
  nChanged 140
		SP:Iteration 13Q (99029.090000 sec): 3 clusters
  Score: Raw -487563.222646 + Penalty 2815.538858 = -484747.683788
  nChanged 112
		SP:Iteration 14Q (99029.260000 sec): 3 clusters
  Score: Raw -487622.670257 + Penalty 2815.538858 = -484807.131399
  nChanged 81
		SP:Iteration 15Q (99029.430000 sec): 3 clusters
  Score: Raw -487653.558357 + Penalty 2815.538858 = -484838.019499
  nChanged 60
		SP:Iteration 16Q (99029.600000 sec): 3 clusters
  Score: Raw -487674.463880 + Penalty 2815.538858 = -484858.925022
  nChanged 50
		SP:Iteration 17Q (99029.770000 sec): 3 clusters
  Score: Raw -487689.256745 + Penalty 2815.538858 = -484873.717888
  nChanged 35
		SP:Iteration 18Q (99029.930000 sec): 3 clusters
  Score: Raw -487701.526999 + Penalty 2815.538858 = -484885.988141
  nChanged 36
		SP:Iteration 19Q (99030.100000 sec): 3 clusters
  Score: Raw -487710.046425 + Penalty 2815.538858 = -484894.507568
  nChanged 20
		SP:Iteration 20F (99030.270000 sec): 3 clusters
  Score: Raw -487715.442500 + Penalty 2815.538858 = -484899.903642
  nChanged 20
		SP:Iteration 21Q (99030.440000 sec): 3 clusters
  Score: Raw -487720.209902 + Penalty 2815.538858 = -484904.671044
  nChanged 15
		SP:Iteration 22Q (99030.610000 sec): 3 clusters
  Score: Raw -487723.997093 + Penalty 2815.538858 = -484908.458235
  nChanged 17
		SP:Iteration 23Q (99030.750000 sec): 3 clusters
  Score: Raw -487727.794752 + Penalty 2815.538858 = -484912.255895
  nChanged 13
		SP:Iteration 24Q (99030.850000 sec): 3 clusters
  Score: Raw -487729.613515 + Penalty 2815.538858 = -484914.074658
  nChanged 7
		SP:Iteration 25Q (99030.950000 sec): 3 clusters
  Score: Raw -487730.632440 + Penalty 2815.538858 = -484915.093583
  nChanged 7
		SP:Iteration 26Q (99031.050000 sec): 3 clusters
  Score: Raw -487731.755173 + Penalty 2815.538858 = -484916.216315
  nChanged 6
		SP:Iteration 27Q (99031.150000 sec): 3 clusters
  Score: Raw -487733.023263 + Penalty 2815.538858 = -484917.484405
  nChanged 7
		SP:Iteration 28Q (99031.260000 sec): 3 clusters
  Score: Raw -487734.851798 + Penalty 2815.538858 = -484919.312941
  nChanged 13
		SP:Iteration 29Q (99031.350000 sec): 3 clusters
  Score: Raw -487737.721952 + Penalty 2815.538858 = -484922.183094
  nChanged 4
		SP:Iteration 30Q (99031.450000 sec): 3 clusters
  Score: Raw -487738.786191 + Penalty 2815.538858 = -484923.247333
  nChanged 7
		SP:Iteration 31Q (99031.560000 sec): 3 clusters
  Score: Raw -487740.649371 + Penalty 2815.538858 = -484925.110514
  nChanged 4
		SP:Iteration 32Q (99031.760000 sec): 3 clusters
  Score: Raw -487741.654901 + Penalty 2815.538858 = -484926.116043
  nChanged 2
		SP:Iteration 33Q (99031.980000 sec): 3 clusters
  Score: Raw -487742.007709 + Penalty 2815.538858 = -484926.468851
  nChanged 1
		SP:Iteration 34Q (99032.170000 sec): 3 clusters
  Score: Raw -487742.054479 + Penalty 2815.538858 = -484926.515621
  nChanged 1
		SP:Iteration 35Q (99032.270000 sec): 3 clusters
  Score: Raw -487742.172030 + Penalty 2815.538858 = -484926.633172
  nChanged 0
		SP:Iteration 36F (99032.380000 sec): 3 clusters
  Score: Raw -487742.172030 + Penalty 2815.538858 = -484926.633172
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (4888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99032.450000 sec): 2 clusters
  Score: Raw -495609.138848 + Penalty 1380.362506 = -494228.776342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99032.550000 sec): 3 clusters
  Score: Raw -493078.029751 + Penalty 2760.725013 = -490317.304738
  nChanged 1941
		SP:Iteration 1F (99032.650000 sec): 3 clusters
  Score: Raw -494242.832820 + Penalty 2760.725013 = -491482.107807
  nChanged 473
		SP:Iteration 2F (99032.740000 sec): 3 clusters
  Score: Raw -494619.738897 + Penalty 2760.725013 = -491859.013885
  nChanged 367
		SP:Iteration 3F (99032.830000 sec): 3 clusters
  Score: Raw -494902.123672 + Penalty 2760.725013 = -492141.398660
  nChanged 312
		SP:Iteration 4F (99032.930000 sec): 3 clusters
  Score: Raw -495120.878358 + Penalty 2760.725013 = -492360.153345
  nChanged 213
		SP:Iteration 5Q (99033.020000 sec): 3 clusters
  Score: Raw -495271.091456 + Penalty 2760.725013 = -492510.366444
  nChanged 175
		SP:Iteration 6Q (99033.120000 sec): 3 clusters
  Score: Raw -495376.216601 + Penalty 2760.725013 = -492615.491588
  nChanged 136
		SP:Iteration 7Q (99033.210000 sec): 3 clusters
  Score: Raw -495439.784744 + Penalty 2760.725013 = -492679.059731
  nChanged 107
		SP:Iteration 8Q (99033.310000 sec): 3 clusters
  Score: Raw -495482.940604 + Penalty 2760.725013 = -492722.215591
  nChanged 75
		SP:Iteration 9Q (99033.400000 sec): 3 clusters
  Score: Raw -495515.432436 + Penalty 2760.725013 = -492754.707423
  nChanged 63
		SP:Iteration 10Q (99033.490000 sec): 3 clusters
  Score: Raw -495539.323333 + Penalty 2760.725013 = -492778.598320
  nChanged 50
		SP:Iteration 11Q (99033.590000 sec): 3 clusters
  Score: Raw -495557.652719 + Penalty 2760.725013 = -492796.927706
  nChanged 53
		SP:Iteration 12Q (99033.770000 sec): 3 clusters
  Score: Raw -495574.667678 + Penalty 2760.725013 = -492813.942665
  nChanged 36
		SP:Iteration 13Q (99033.900000 sec): 3 clusters
  Score: Raw -495588.567414 + Penalty 2760.725013 = -492827.842401
  nChanged 38
		SP:Iteration 14Q (99034.070000 sec): 3 clusters
  Score: Raw -495604.501969 + Penalty 2760.725013 = -492843.776956
  nChanged 41
		SP:Iteration 15Q (99034.250000 sec): 3 clusters
  Score: Raw -495622.316655 + Penalty 2760.725013 = -492861.591642
  nChanged 39
		SP:Iteration 16Q (99034.430000 sec): 3 clusters
  Score: Raw -495637.868010 + Penalty 2760.725013 = -492877.142997
  nChanged 30
		SP:Iteration 17Q (99034.600000 sec): 3 clusters
  Score: Raw -495647.831410 + Penalty 2760.725013 = -492887.106397
  nChanged 26
		SP:Iteration 18Q (99034.780000 sec): 3 clusters
  Score: Raw -495655.123592 + Penalty 2760.725013 = -492894.398579
  nChanged 23
		SP:Iteration 19Q (99034.950000 sec): 3 clusters
  Score: Raw -495662.068828 + Penalty 2760.725013 = -492901.343815
  nChanged 22
		SP:Iteration 20F (99035.130000 sec): 3 clusters
  Score: Raw -495669.797704 + Penalty 2760.725013 = -492909.072691
  nChanged 26
		SP:Iteration 21Q (99035.300000 sec): 3 clusters
  Score: Raw -495678.938337 + Penalty 2760.725013 = -492918.213324
  nChanged 23
		SP:Iteration 22Q (99035.480000 sec): 3 clusters
  Score: Raw -495686.223003 + Penalty 2760.725013 = -492925.497990
  nChanged 17
		SP:Iteration 23Q (99035.650000 sec): 3 clusters
  Score: Raw -495694.630227 + Penalty 2760.725013 = -492933.905214
  nChanged 23
		SP:Iteration 24Q (99035.830000 sec): 3 clusters
  Score: Raw -495704.665195 + Penalty 2760.725013 = -492943.940182
  nChanged 22
		SP:Iteration 25Q (99036.010000 sec): 3 clusters
  Score: Raw -495712.843918 + Penalty 2760.725013 = -492952.118905
  nChanged 26
		SP:Iteration 26Q (99036.180000 sec): 3 clusters
  Score: Raw -495720.176159 + Penalty 2760.725013 = -492959.451147
  nChanged 17
		SP:Iteration 27Q (99036.360000 sec): 3 clusters
  Score: Raw -495726.632262 + Penalty 2760.725013 = -492965.907249
  nChanged 16
		SP:Iteration 28Q (99036.530000 sec): 3 clusters
  Score: Raw -495731.164613 + Penalty 2760.725013 = -492970.439600
  nChanged 18
		SP:Iteration 29Q (99036.710000 sec): 3 clusters
  Score: Raw -495735.640896 + Penalty 2760.725013 = -492974.915883
  nChanged 18
		SP:Iteration 30Q (99036.880000 sec): 3 clusters
  Score: Raw -495742.082695 + Penalty 2760.725013 = -492981.357682
  nChanged 18
		SP:Iteration 31Q (99037.110000 sec): 3 clusters
  Score: Raw -495748.427644 + Penalty 2760.725013 = -492987.702632
  nChanged 15
		SP:Iteration 32Q (99037.290000 sec): 3 clusters
  Score: Raw -495751.822269 + Penalty 2760.725013 = -492991.097256
  nChanged 11
		SP:Iteration 33Q (99037.430000 sec): 3 clusters
  Score: Raw -495755.773607 + Penalty 2760.725013 = -492995.048594
  nChanged 20
		SP:Iteration 34Q (99037.610000 sec): 3 clusters
  Score: Raw -495764.185302 + Penalty 2760.725013 = -493003.460289
  nChanged 16
		SP:Iteration 35Q (99037.780000 sec): 3 clusters
  Score: Raw -495768.526131 + Penalty 2760.725013 = -493007.801118
  nChanged 14
		SP:Iteration 36Q (99037.960000 sec): 3 clusters
  Score: Raw -495772.495071 + Penalty 2760.725013 = -493011.770058
  nChanged 9
		SP:Iteration 37Q (99038.130000 sec): 3 clusters
  Score: Raw -495776.917660 + Penalty 2760.725013 = -493016.192647
  nChanged 16
		SP:Iteration 38Q (99038.310000 sec): 3 clusters
  Score: Raw -495782.840226 + Penalty 2760.725013 = -493022.115214
  nChanged 20
		SP:Iteration 39Q (99038.480000 sec): 3 clusters
  Score: Raw -495788.555523 + Penalty 2760.725013 = -493027.830511
  nChanged 9
		SP:Iteration 40F (99038.660000 sec): 3 clusters
  Score: Raw -495791.714419 + Penalty 2760.725013 = -493030.989406
  nChanged 10
		SP:Iteration 41Q (99038.830000 sec): 3 clusters
  Score: Raw -495794.137521 + Penalty 2760.725013 = -493033.412509
  nChanged 6
		SP:Iteration 42Q (99039.010000 sec): 3 clusters
  Score: Raw -495796.252275 + Penalty 2760.725013 = -493035.527262
  nChanged 9
		SP:Iteration 43Q (99039.180000 sec): 3 clusters
  Score: Raw -495799.018261 + Penalty 2760.725013 = -493038.293248
  nChanged 8
		SP:Iteration 44Q (99039.360000 sec): 3 clusters
  Score: Raw -495800.276752 + Penalty 2760.725013 = -493039.551739
  nChanged 5
		SP:Iteration 45Q (99039.530000 sec): 3 clusters
  Score: Raw -495801.451050 + Penalty 2760.725013 = -493040.726037
  nChanged 2
		SP:Iteration 46Q (99039.710000 sec): 3 clusters
  Score: Raw -495801.805719 + Penalty 2760.725013 = -493041.080706
  nChanged 2
		SP:Iteration 47Q (99039.910000 sec): 3 clusters
  Score: Raw -495802.145259 + Penalty 2760.725013 = -493041.420246
  nChanged 0
		SP:Iteration 48F (99040.100000 sec): 3 clusters
  Score: Raw -495802.145259 + Penalty 2760.725013 = -493041.420246
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (2739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99040.170000 sec): 2 clusters
  Score: Raw -260920.518615 + Penalty 1286.244078 = -259634.274538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99040.350000 sec): 3 clusters
  Score: Raw -259670.865974 + Penalty 2572.488155 = -257098.377819
  nChanged 1013
		SP:Iteration 1F (99040.530000 sec): 3 clusters
  Score: Raw -260303.125263 + Penalty 2572.488155 = -257730.637108
  nChanged 220
		SP:Iteration 2F (99040.700000 sec): 3 clusters
  Score: Raw -260455.748880 + Penalty 2572.488155 = -257883.260725
  nChanged 154
		SP:Iteration 3F (99040.870000 sec): 3 clusters
  Score: Raw -260560.436859 + Penalty 2572.488155 = -257987.948704
  nChanged 113
		SP:Iteration 4Q (99041.050000 sec): 3 clusters
  Score: Raw -260644.337349 + Penalty 2572.488155 = -258071.849194
  nChanged 106
		SP:Iteration 5Q (99041.230000 sec): 3 clusters
  Score: Raw -260710.244505 + Penalty 2572.488155 = -258137.756350
  nChanged 82
		SP:Iteration 6Q (99041.400000 sec): 3 clusters
  Score: Raw -260757.201794 + Penalty 2572.488155 = -258184.713639
  nChanged 68
		SP:Iteration 7Q (99041.580000 sec): 3 clusters
  Score: Raw -260793.816023 + Penalty 2572.488155 = -258221.327868
  nChanged 46
		SP:Iteration 8Q (99041.750000 sec): 3 clusters
  Score: Raw -260818.665263 + Penalty 2572.488155 = -258246.177108
  nChanged 40
		SP:Iteration 9Q (99041.930000 sec): 3 clusters
  Score: Raw -260838.204589 + Penalty 2572.488155 = -258265.716434
  nChanged 33
		SP:Iteration 10Q (99042.110000 sec): 3 clusters
  Score: Raw -260856.257328 + Penalty 2572.488155 = -258283.769173
  nChanged 31
		SP:Iteration 11Q (99042.280000 sec): 3 clusters
  Score: Raw -260871.303289 + Penalty 2572.488155 = -258298.815134
  nChanged 21
		SP:Iteration 12Q (99042.460000 sec): 3 clusters
  Score: Raw -260884.270005 + Penalty 2572.488155 = -258311.781850
  nChanged 18
		SP:Iteration 13Q (99042.640000 sec): 3 clusters
  Score: Raw -260893.901336 + Penalty 2572.488155 = -258321.413181
  nChanged 15
		SP:Iteration 14Q (99042.810000 sec): 3 clusters
  Score: Raw -260899.096950 + Penalty 2572.488155 = -258326.608795
  nChanged 10
		SP:Iteration 15Q (99042.990000 sec): 3 clusters
  Score: Raw -260902.140125 + Penalty 2572.488155 = -258329.651970
  nChanged 4
		SP:Iteration 16Q (99043.160000 sec): 3 clusters
  Score: Raw -260903.617191 + Penalty 2572.488155 = -258331.129036
  nChanged 3
		SP:Iteration 17Q (99043.340000 sec): 3 clusters
  Score: Raw -260905.221808 + Penalty 2572.488155 = -258332.733653
  nChanged 7
		SP:Iteration 18Q (99043.520000 sec): 3 clusters
  Score: Raw -260909.112588 + Penalty 2572.488155 = -258336.624433
  nChanged 6
		SP:Iteration 19Q (99043.690000 sec): 3 clusters
  Score: Raw -260911.354158 + Penalty 2572.488155 = -258338.866003
  nChanged 5
		SP:Iteration 20F (99043.870000 sec): 3 clusters
  Score: Raw -260913.703571 + Penalty 2572.488155 = -258341.215416
  nChanged 6
		SP:Iteration 21Q (99044.040000 sec): 3 clusters
  Score: Raw -260916.144889 + Penalty 2572.488155 = -258343.656734
  nChanged 5
		SP:Iteration 22Q (99044.220000 sec): 3 clusters
  Score: Raw -260918.272416 + Penalty 2572.488155 = -258345.784261
  nChanged 3
		SP:Iteration 23Q (99044.400000 sec): 3 clusters
  Score: Raw -260919.341419 + Penalty 2572.488155 = -258346.853264
  nChanged 1
		SP:Iteration 24Q (99044.570000 sec): 3 clusters
  Score: Raw -260920.073124 + Penalty 2572.488155 = -258347.584969
  nChanged 1
		SP:Iteration 25Q (99044.750000 sec): 3 clusters
  Score: Raw -260920.631212 + Penalty 2572.488155 = -258348.143057
  nChanged 2
		SP:Iteration 26Q (99044.920000 sec): 3 clusters
  Score: Raw -260921.161569 + Penalty 2572.488155 = -258348.673414
  nChanged 2
		SP:Iteration 27Q (99045.100000 sec): 3 clusters
  Score: Raw -260922.189869 + Penalty 2572.488155 = -258349.701714
  nChanged 0
		SP:Iteration 28F (99045.280000 sec): 3 clusters
  Score: Raw -260922.189869 + Penalty 2572.488155 = -258349.701714
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (6976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99045.380000 sec): 2 clusters
  Score: Raw -496109.244396 + Penalty 1438.162532 = -494671.081864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99045.590000 sec): 3 clusters
  Score: Raw -492296.274609 + Penalty 2876.325064 = -489419.949546
  nChanged 2948
		SP:Iteration 1F (99045.800000 sec): 3 clusters
  Score: Raw -494403.033784 + Penalty 2876.325064 = -491526.708720
  nChanged 767
		SP:Iteration 2F (99046.000000 sec): 3 clusters
  Score: Raw -495256.257484 + Penalty 2876.325064 = -492379.932420
  nChanged 626
		SP:Iteration 3F (99046.200000 sec): 3 clusters
  Score: Raw -495833.927055 + Penalty 2876.325064 = -492957.601991
  nChanged 450
		SP:Iteration 4F (99046.400000 sec): 3 clusters
  Score: Raw -496185.897947 + Penalty 2876.325064 = -493309.572883
  nChanged 342
		SP:Iteration 5Q (99046.610000 sec): 3 clusters
  Score: Raw -496448.985266 + Penalty 2876.325064 = -493572.660202
  nChanged 306
		SP:Iteration 6Q (99046.810000 sec): 3 clusters
  Score: Raw -496611.065518 + Penalty 2876.325064 = -493734.740455
  nChanged 216
		SP:Iteration 7Q (99047.020000 sec): 3 clusters
  Score: Raw -496716.019717 + Penalty 2876.325064 = -493839.694653
  nChanged 165
		SP:Iteration 8Q (99047.230000 sec): 3 clusters
  Score: Raw -496786.282202 + Penalty 2876.325064 = -493909.957138
  nChanged 129
		SP:Iteration 9Q (99047.440000 sec): 3 clusters
  Score: Raw -496833.080754 + Penalty 2876.325064 = -493956.755690
  nChanged 107
		SP:Iteration 10Q (99047.640000 sec): 3 clusters
  Score: Raw -496866.069754 + Penalty 2876.325064 = -493989.744690
  nChanged 80
		SP:Iteration 11Q (99047.840000 sec): 3 clusters
  Score: Raw -496892.277321 + Penalty 2876.325064 = -494015.952257
  nChanged 57
		SP:Iteration 12Q (99048.050000 sec): 3 clusters
  Score: Raw -496906.800081 + Penalty 2876.325064 = -494030.475017
  nChanged 41
		SP:Iteration 13Q (99048.250000 sec): 3 clusters
  Score: Raw -496914.761297 + Penalty 2876.325064 = -494038.436234
  nChanged 21
		SP:Iteration 14Q (99048.460000 sec): 3 clusters
  Score: Raw -496919.776221 + Penalty 2876.325064 = -494043.451157
  nChanged 27
		SP:Iteration 15Q (99048.660000 sec): 3 clusters
  Score: Raw -496927.674116 + Penalty 2876.325064 = -494051.349052
  nChanged 35
		SP:Iteration 16Q (99048.860000 sec): 3 clusters
  Score: Raw -496934.902842 + Penalty 2876.325064 = -494058.577779
  nChanged 25
		SP:Iteration 17Q (99049.060000 sec): 3 clusters
  Score: Raw -496939.855193 + Penalty 2876.325064 = -494063.530129
  nChanged 25
		SP:Iteration 18Q (99049.270000 sec): 3 clusters
  Score: Raw -496947.786795 + Penalty 2876.325064 = -494071.461731
  nChanged 27
		SP:Iteration 19Q (99049.470000 sec): 3 clusters
  Score: Raw -496958.079307 + Penalty 2876.325064 = -494081.754243
  nChanged 36
		SP:Iteration 20F (99049.700000 sec): 3 clusters
  Score: Raw -496966.791196 + Penalty 2876.325064 = -494090.466133
  nChanged 28
		SP:Iteration 21Q (99049.880000 sec): 3 clusters
  Score: Raw -496973.533305 + Penalty 2876.325064 = -494097.208241
  nChanged 23
		SP:Iteration 22Q (99050.080000 sec): 3 clusters
  Score: Raw -496978.518096 + Penalty 2876.325064 = -494102.193032
  nChanged 21
		SP:Iteration 23Q (99050.280000 sec): 3 clusters
  Score: Raw -496983.569731 + Penalty 2876.325064 = -494107.244667
  nChanged 24
		SP:Iteration 24Q (99050.480000 sec): 3 clusters
  Score: Raw -496989.792334 + Penalty 2876.325064 = -494113.467270
  nChanged 28
		SP:Iteration 25Q (99050.680000 sec): 3 clusters
  Score: Raw -496995.145887 + Penalty 2876.325064 = -494118.820823
  nChanged 27
		SP:Iteration 26Q (99050.890000 sec): 3 clusters
  Score: Raw -497002.245067 + Penalty 2876.325064 = -494125.920003
  nChanged 27
		SP:Iteration 27Q (99051.090000 sec): 3 clusters
  Score: Raw -497006.410380 + Penalty 2876.325064 = -494130.085316
  nChanged 17
		SP:Iteration 28Q (99051.300000 sec): 3 clusters
  Score: Raw -497009.262831 + Penalty 2876.325064 = -494132.937768
  nChanged 12
		SP:Iteration 29Q (99051.500000 sec): 3 clusters
  Score: Raw -497011.541621 + Penalty 2876.325064 = -494135.216557
  nChanged 15
		SP:Iteration 30Q (99051.700000 sec): 3 clusters
  Score: Raw -497013.833759 + Penalty 2876.325064 = -494137.508695
  nChanged 9
		SP:Iteration 31Q (99051.900000 sec): 3 clusters
  Score: Raw -497015.136027 + Penalty 2876.325064 = -494138.810964
  nChanged 4
		SP:Iteration 32Q (99052.110000 sec): 3 clusters
  Score: Raw -497015.666303 + Penalty 2876.325064 = -494139.341240
  nChanged 4
		SP:Iteration 33Q (99052.310000 sec): 3 clusters
  Score: Raw -497015.900510 + Penalty 2876.325064 = -494139.575446
  nChanged 3
		SP:Iteration 34Q (99052.510000 sec): 3 clusters
  Score: Raw -497016.257329 + Penalty 2876.325064 = -494139.932265
  nChanged 2
		SP:Iteration 35Q (99052.720000 sec): 3 clusters
  Score: Raw -497016.349442 + Penalty 2876.325064 = -494140.024378
  nChanged 0
		SP:Iteration 36F (99052.950000 sec): 3 clusters
  Score: Raw -497016.349442 + Penalty 2876.325064 = -494140.024378
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (3850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99053.060000 sec): 2 clusters
  Score: Raw -304606.747463 + Penalty 1341.572119 = -303265.175344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99053.240000 sec): 3 clusters
  Score: Raw -302741.697948 + Penalty 2683.144239 = -300058.553710
  nChanged 1505
		SP:Iteration 1F (99053.410000 sec): 3 clusters
  Score: Raw -303756.177905 + Penalty 2683.144239 = -301073.033666
  nChanged 354
		SP:Iteration 2F (99053.590000 sec): 3 clusters
  Score: Raw -304072.489899 + Penalty 2683.144239 = -301389.345660
  nChanged 273
		SP:Iteration 3F (99053.760000 sec): 3 clusters
  Score: Raw -304285.341358 + Penalty 2683.144239 = -301602.197120
  nChanged 199
		SP:Iteration 4F (99053.940000 sec): 3 clusters
  Score: Raw -304454.549590 + Penalty 2683.144239 = -301771.405351
  nChanged 186
		SP:Iteration 5Q (99054.120000 sec): 3 clusters
  Score: Raw -304596.636182 + Penalty 2683.144239 = -301913.491943
  nChanged 151
		SP:Iteration 6Q (99054.290000 sec): 3 clusters
  Score: Raw -304703.769189 + Penalty 2683.144239 = -302020.624950
  nChanged 135
		SP:Iteration 7Q (99054.470000 sec): 3 clusters
  Score: Raw -304800.171649 + Penalty 2683.144239 = -302117.027410
  nChanged 122
		SP:Iteration 8Q (99054.640000 sec): 3 clusters
  Score: Raw -304868.312269 + Penalty 2683.144239 = -302185.168030
  nChanged 90
		SP:Iteration 9Q (99054.820000 sec): 3 clusters
  Score: Raw -304917.418220 + Penalty 2683.144239 = -302234.273982
  nChanged 71
		SP:Iteration 10Q (99055.070000 sec): 3 clusters
  Score: Raw -304962.954499 + Penalty 2683.144239 = -302279.810260
  nChanged 68
		SP:Iteration 11Q (99055.180000 sec): 3 clusters
  Score: Raw -305004.181990 + Penalty 2683.144239 = -302321.037752
  nChanged 67
		SP:Iteration 12Q (99055.350000 sec): 3 clusters
  Score: Raw -305050.464881 + Penalty 2683.144239 = -302367.320642
  nChanged 79
		SP:Iteration 13Q (99055.530000 sec): 3 clusters
  Score: Raw -305098.569448 + Penalty 2683.144239 = -302415.425209
  nChanged 63
		SP:Iteration 14Q (99055.700000 sec): 3 clusters
  Score: Raw -305130.214804 + Penalty 2683.144239 = -302447.070565
  nChanged 48
		SP:Iteration 15Q (99055.880000 sec): 3 clusters
  Score: Raw -305155.901749 + Penalty 2683.144239 = -302472.757510
  nChanged 42
		SP:Iteration 16Q (99056.060000 sec): 3 clusters
  Score: Raw -305171.864894 + Penalty 2683.144239 = -302488.720656
  nChanged 27
		SP:Iteration 17Q (99056.230000 sec): 3 clusters
  Score: Raw -305184.335969 + Penalty 2683.144239 = -302501.191730
  nChanged 24
		SP:Iteration 18Q (99056.410000 sec): 3 clusters
  Score: Raw -305194.898871 + Penalty 2683.144239 = -302511.754632
  nChanged 26
		SP:Iteration 19Q (99056.570000 sec): 3 clusters
  Score: Raw -305203.886991 + Penalty 2683.144239 = -302520.742752
  nChanged 24
		SP:Iteration 20F (99056.650000 sec): 3 clusters
  Score: Raw -305215.433973 + Penalty 2683.144239 = -302532.289734
  nChanged 25
		SP:Iteration 21Q (99056.730000 sec): 3 clusters
  Score: Raw -305228.574235 + Penalty 2683.144239 = -302545.429996
  nChanged 34
		SP:Iteration 22Q (99056.810000 sec): 3 clusters
  Score: Raw -305242.892981 + Penalty 2683.144239 = -302559.748742
  nChanged 25
		SP:Iteration 23Q (99056.880000 sec): 3 clusters
  Score: Raw -305252.227512 + Penalty 2683.144239 = -302569.083273
  nChanged 20
		SP:Iteration 24Q (99056.960000 sec): 3 clusters
  Score: Raw -305259.366690 + Penalty 2683.144239 = -302576.222451
  nChanged 22
		SP:Iteration 25Q (99057.040000 sec): 3 clusters
  Score: Raw -305267.853513 + Penalty 2683.144239 = -302584.709274
  nChanged 20
		SP:Iteration 26Q (99057.120000 sec): 3 clusters
  Score: Raw -305275.792622 + Penalty 2683.144239 = -302592.648383
  nChanged 18
		SP:Iteration 27Q (99057.190000 sec): 3 clusters
  Score: Raw -305281.387261 + Penalty 2683.144239 = -302598.243022
  nChanged 14
		SP:Iteration 28Q (99057.270000 sec): 3 clusters
  Score: Raw -305287.301133 + Penalty 2683.144239 = -302604.156894
  nChanged 14
		SP:Iteration 29Q (99057.350000 sec): 3 clusters
  Score: Raw -305292.379401 + Penalty 2683.144239 = -302609.235162
  nChanged 13
		SP:Iteration 30Q (99057.420000 sec): 3 clusters
  Score: Raw -305296.368683 + Penalty 2683.144239 = -302613.224444
  nChanged 16
		SP:Iteration 31Q (99057.500000 sec): 3 clusters
  Score: Raw -305300.868338 + Penalty 2683.144239 = -302617.724099
  nChanged 9
		SP:Iteration 32Q (99057.580000 sec): 3 clusters
  Score: Raw -305302.869286 + Penalty 2683.144239 = -302619.725047
  nChanged 4
		SP:Iteration 33Q (99057.660000 sec): 3 clusters
  Score: Raw -305303.987048 + Penalty 2683.144239 = -302620.842809
  nChanged 4
		SP:Iteration 34Q (99057.740000 sec): 3 clusters
  Score: Raw -305305.189837 + Penalty 2683.144239 = -302622.045598
  nChanged 6
		SP:Iteration 35Q (99057.820000 sec): 3 clusters
  Score: Raw -305307.555534 + Penalty 2683.144239 = -302624.411295
  nChanged 7
		SP:Iteration 36Q (99057.900000 sec): 3 clusters
  Score: Raw -305310.446294 + Penalty 2683.144239 = -302627.302055
  nChanged 9
		SP:Iteration 37Q (99057.980000 sec): 3 clusters
  Score: Raw -305313.257575 + Penalty 2683.144239 = -302630.113336
  nChanged 8
		SP:Iteration 38Q (99058.080000 sec): 3 clusters
  Score: Raw -305315.438959 + Penalty 2683.144239 = -302632.294720
  nChanged 10
		SP:Iteration 39Q (99058.260000 sec): 3 clusters
  Score: Raw -305318.266486 + Penalty 2683.144239 = -302635.122247
  nChanged 5
		SP:Iteration 40F (99058.430000 sec): 3 clusters
  Score: Raw -305320.804686 + Penalty 2683.144239 = -302637.660447
  nChanged 8
		SP:Iteration 41Q (99058.610000 sec): 3 clusters
  Score: Raw -305322.521635 + Penalty 2683.144239 = -302639.377397
  nChanged 4
		SP:Iteration 42Q (99058.790000 sec): 3 clusters
  Score: Raw -305323.836228 + Penalty 2683.144239 = -302640.691989
  nChanged 3
		SP:Iteration 43Q (99058.960000 sec): 3 clusters
  Score: Raw -305325.132545 + Penalty 2683.144239 = -302641.988307
  nChanged 2
		SP:Iteration 44Q (99059.140000 sec): 3 clusters
  Score: Raw -305325.602996 + Penalty 2683.144239 = -302642.458758
  nChanged 2
		SP:Iteration 45Q (99059.310000 sec): 3 clusters
  Score: Raw -305325.952029 + Penalty 2683.144239 = -302642.807790
  nChanged 0
		SP:Iteration 46F (99059.490000 sec): 3 clusters
  Score: Raw -305325.952029 + Penalty 2683.144239 = -302642.807790
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (10039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99059.590000 sec): 2 clusters
  Score: Raw -984213.598705 + Penalty 1497.312828 = -982716.285877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99059.860000 sec): 3 clusters
  Score: Raw -978573.019436 + Penalty 2994.625656 = -975578.393781
  nChanged 4304
		SP:Iteration 1F (99060.080000 sec): 3 clusters
  Score: Raw -980883.621270 + Penalty 2994.625656 = -977888.995614
  nChanged 586
		SP:Iteration 2F (99060.310000 sec): 3 clusters
  Score: Raw -981138.242913 + Penalty 2994.625656 = -978143.617257
  nChanged 515
		SP:Iteration 3F (99060.530000 sec): 3 clusters
  Score: Raw -981347.611505 + Penalty 2994.625656 = -978352.985849
  nChanged 438
		SP:Iteration 4Q (99060.750000 sec): 3 clusters
  Score: Raw -981521.135013 + Penalty 2994.625656 = -978526.509357
  nChanged 399
		SP:Iteration 5Q (99060.980000 sec): 3 clusters
  Score: Raw -981705.684293 + Penalty 2994.625656 = -978711.058637
  nChanged 408
		SP:Iteration 6Q (99061.210000 sec): 3 clusters
  Score: Raw -981901.500282 + Penalty 2994.625656 = -978906.874627
  nChanged 421
		SP:Iteration 7Q (99061.430000 sec): 3 clusters
  Score: Raw -982116.421969 + Penalty 2994.625656 = -979121.796314
  nChanged 444
		SP:Iteration 8Q (99061.660000 sec): 3 clusters
  Score: Raw -982360.215595 + Penalty 2994.625656 = -979365.589939
  nChanged 454
		SP:Iteration 9Q (99061.880000 sec): 3 clusters
  Score: Raw -982638.766911 + Penalty 2994.625656 = -979644.141256
  nChanged 460
		SP:Iteration 10Q (99062.110000 sec): 3 clusters
  Score: Raw -982943.794259 + Penalty 2994.625656 = -979949.168604
  nChanged 429
		SP:Iteration 11Q (99062.330000 sec): 3 clusters
  Score: Raw -983235.960888 + Penalty 2994.625656 = -980241.335232
  nChanged 393
		SP:Iteration 12Q (99062.560000 sec): 3 clusters
  Score: Raw -983511.353035 + Penalty 2994.625656 = -980516.727380
  nChanged 323
		SP:Iteration 13Q (99062.790000 sec): 3 clusters
  Score: Raw -983758.695355 + Penalty 2994.625656 = -980764.069700
  nChanged 277
		SP:Iteration 14Q (99063.020000 sec): 3 clusters
  Score: Raw -983962.856480 + Penalty 2994.625656 = -980968.230825
  nChanged 195
		SP:Iteration 15Q (99063.250000 sec): 3 clusters
  Score: Raw -984108.866066 + Penalty 2994.625656 = -981114.240410
  nChanged 133
		SP:Iteration 16Q (99063.470000 sec): 3 clusters
  Score: Raw -984208.888660 + Penalty 2994.625656 = -981214.263004
  nChanged 96
		SP:Iteration 17Q (99063.700000 sec): 3 clusters
  Score: Raw -984277.111557 + Penalty 2994.625656 = -981282.485902
  nChanged 56
		SP:Iteration 18Q (99063.930000 sec): 3 clusters
  Score: Raw -984322.324069 + Penalty 2994.625656 = -981327.698413
  nChanged 33
		SP:Iteration 19Q (99064.150000 sec): 3 clusters
  Score: Raw -984350.122772 + Penalty 2994.625656 = -981355.497117
  nChanged 21
		SP:Iteration 20F (99064.380000 sec): 3 clusters
  Score: Raw -984364.305041 + Penalty 2994.625656 = -981369.679385
  nChanged 15
		SP:Iteration 21Q (99064.610000 sec): 3 clusters
  Score: Raw -984377.621974 + Penalty 2994.625656 = -981382.996318
  nChanged 11
		SP:Iteration 22Q (99064.840000 sec): 3 clusters
  Score: Raw -984385.644709 + Penalty 2994.625656 = -981391.019053
  nChanged 10
		SP:Iteration 23Q (99065.060000 sec): 3 clusters
  Score: Raw -984393.610418 + Penalty 2994.625656 = -981398.984762
  nChanged 4
		SP:Iteration 24Q (99065.290000 sec): 3 clusters
  Score: Raw -984396.307950 + Penalty 2994.625656 = -981401.682294
  nChanged 5
		SP:Iteration 25Q (99065.520000 sec): 3 clusters
  Score: Raw -984399.738821 + Penalty 2994.625656 = -981405.113165
  nChanged 1
		SP:Iteration 26Q (99065.750000 sec): 3 clusters
  Score: Raw -984400.770353 + Penalty 2994.625656 = -981406.144698
  nChanged 4
		SP:Iteration 27Q (99065.970000 sec): 3 clusters
  Score: Raw -984403.567148 + Penalty 2994.625656 = -981408.941492
  nChanged 3
		SP:Iteration 28Q (99066.200000 sec): 3 clusters
  Score: Raw -984405.809109 + Penalty 2994.625656 = -981411.183454
  nChanged 1
		SP:Iteration 29Q (99066.430000 sec): 3 clusters
  Score: Raw -984406.665738 + Penalty 2994.625656 = -981412.040082
  nChanged 0
		SP:Iteration 30F (99066.650000 sec): 3 clusters
  Score: Raw -984406.665738 + Penalty 2994.625656 = -981412.040082
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (10327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99066.800000 sec): 2 clusters
  Score: Raw -943792.658098 + Penalty 1501.909029 = -942290.749068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99067.070000 sec): 3 clusters
  Score: Raw -938005.764782 + Penalty 3003.818059 = -935001.946723
  nChanged 4418
		SP:Iteration 1F (99067.330000 sec): 3 clusters
  Score: Raw -940595.709077 + Penalty 3003.818059 = -937591.891019
  nChanged 774
		SP:Iteration 2F (99067.600000 sec): 3 clusters
  Score: Raw -941074.642309 + Penalty 3003.818059 = -938070.824251
  nChanged 723
		SP:Iteration 3F (99067.830000 sec): 3 clusters
  Score: Raw -941560.627235 + Penalty 3003.818059 = -938556.809176
  nChanged 694
		SP:Iteration 4F (99068.090000 sec): 3 clusters
  Score: Raw -941997.860725 + Penalty 3003.818059 = -938994.042666
  nChanged 616
		SP:Iteration 5F (99068.310000 sec): 3 clusters
  Score: Raw -942376.356692 + Penalty 3003.818059 = -939372.538634
  nChanged 535
		SP:Iteration 6F (99068.540000 sec): 3 clusters
  Score: Raw -942668.864856 + Penalty 3003.818059 = -939665.046797
  nChanged 443
		SP:Iteration 7Q (99068.760000 sec): 3 clusters
  Score: Raw -942881.138969 + Penalty 3003.818059 = -939877.320911
  nChanged 329
		SP:Iteration 8Q (99068.980000 sec): 3 clusters
  Score: Raw -943012.320237 + Penalty 3003.818059 = -940008.502178
  nChanged 230
		SP:Iteration 9Q (99069.250000 sec): 3 clusters
  Score: Raw -943082.802160 + Penalty 3003.818059 = -940078.984101
  nChanged 158
		SP:Iteration 10Q (99069.480000 sec): 3 clusters
  Score: Raw -943130.659212 + Penalty 3003.818059 = -940126.841153
  nChanged 124
		SP:Iteration 11Q (99069.670000 sec): 3 clusters
  Score: Raw -943158.771387 + Penalty 3003.818059 = -940154.953328
  nChanged 85
		SP:Iteration 12Q (99069.890000 sec): 3 clusters
  Score: Raw -943176.280556 + Penalty 3003.818059 = -940172.462497
  nChanged 81
		SP:Iteration 13Q (99070.120000 sec): 3 clusters
  Score: Raw -943194.195472 + Penalty 3003.818059 = -940190.377413
  nChanged 85
		SP:Iteration 14Q (99070.270000 sec): 3 clusters
  Score: Raw -943214.442827 + Penalty 3003.818059 = -940210.624769
  nChanged 86
		SP:Iteration 15Q (99070.520000 sec): 3 clusters
  Score: Raw -943235.405506 + Penalty 3003.818059 = -940231.587447
  nChanged 71
		SP:Iteration 16Q (99070.790000 sec): 3 clusters
  Score: Raw -943253.991316 + Penalty 3003.818059 = -940250.173257
  nChanged 76
		SP:Iteration 17Q (99070.940000 sec): 3 clusters
  Score: Raw -943272.371778 + Penalty 3003.818059 = -940268.553719
  nChanged 76
		SP:Iteration 18Q (99071.200000 sec): 3 clusters
  Score: Raw -943291.207085 + Penalty 3003.818059 = -940287.389026
  nChanged 72
		SP:Iteration 19Q (99071.460000 sec): 3 clusters
  Score: Raw -943308.306793 + Penalty 3003.818059 = -940304.488734
  nChanged 70
		SP:Iteration 20F (99071.730000 sec): 3 clusters
  Score: Raw -943323.758230 + Penalty 3003.818059 = -940319.940171
  nChanged 68
		SP:Iteration 21Q (99071.950000 sec): 3 clusters
  Score: Raw -943337.661712 + Penalty 3003.818059 = -940333.843653
  nChanged 69
		SP:Iteration 22Q (99072.220000 sec): 3 clusters
  Score: Raw -943351.526738 + Penalty 3003.818059 = -940347.708679
  nChanged 56
		SP:Iteration 23Q (99072.480000 sec): 3 clusters
  Score: Raw -943362.214745 + Penalty 3003.818059 = -940358.396687
  nChanged 53
		SP:Iteration 24Q (99072.740000 sec): 3 clusters
  Score: Raw -943372.294822 + Penalty 3003.818059 = -940368.476764
  nChanged 50
		SP:Iteration 25Q (99073.050000 sec): 3 clusters
  Score: Raw -943381.321267 + Penalty 3003.818059 = -940377.503208
  nChanged 56
		SP:Iteration 26Q (99073.230000 sec): 3 clusters
  Score: Raw -943392.479200 + Penalty 3003.818059 = -940388.661141
  nChanged 53
		SP:Iteration 27Q (99073.490000 sec): 3 clusters
  Score: Raw -943401.919478 + Penalty 3003.818059 = -940398.101420
  nChanged 53
		SP:Iteration 28Q (99073.760000 sec): 3 clusters
  Score: Raw -943412.010550 + Penalty 3003.818059 = -940408.192491
  nChanged 54
		SP:Iteration 29Q (99074.020000 sec): 3 clusters
  Score: Raw -943423.570582 + Penalty 3003.818059 = -940419.752523
  nChanged 58
		SP:Iteration 30Q (99074.280000 sec): 3 clusters
  Score: Raw -943435.166729 + Penalty 3003.818059 = -940431.348670
  nChanged 59
		SP:Iteration 31Q (99074.550000 sec): 3 clusters
  Score: Raw -943447.651100 + Penalty 3003.818059 = -940443.833041
  nChanged 63
		SP:Iteration 32Q (99074.810000 sec): 3 clusters
  Score: Raw -943459.176706 + Penalty 3003.818059 = -940455.358647
  nChanged 52
		SP:Iteration 33Q (99075.070000 sec): 3 clusters
  Score: Raw -943469.984412 + Penalty 3003.818059 = -940466.166354
  nChanged 50
		SP:Iteration 34Q (99075.340000 sec): 3 clusters
  Score: Raw -943479.440955 + Penalty 3003.818059 = -940475.622896
  nChanged 56
		SP:Iteration 35Q (99075.600000 sec): 3 clusters
  Score: Raw -943490.510476 + Penalty 3003.818059 = -940486.692417
  nChanged 69
		SP:Iteration 36Q (99075.860000 sec): 3 clusters
  Score: Raw -943504.261943 + Penalty 3003.818059 = -940500.443884
  nChanged 67
		SP:Iteration 37Q (99076.120000 sec): 3 clusters
  Score: Raw -943518.414198 + Penalty 3003.818059 = -940514.596139
  nChanged 65
		SP:Iteration 38Q (99076.400000 sec): 3 clusters
  Score: Raw -943530.863341 + Penalty 3003.818059 = -940527.045283
  nChanged 66
		SP:Iteration 39Q (99076.650000 sec): 3 clusters
  Score: Raw -943543.287216 + Penalty 3003.818059 = -940539.469158
  nChanged 66
		SP:Iteration 40F (99076.800000 sec): 3 clusters
  Score: Raw -943555.032410 + Penalty 3003.818059 = -940551.214351
  nChanged 66
		SP:Iteration 41Q (99077.060000 sec): 3 clusters
  Score: Raw -943568.058901 + Penalty 3003.818059 = -940564.240842
  nChanged 75
		SP:Iteration 42Q (99077.330000 sec): 3 clusters
  Score: Raw -943582.744188 + Penalty 3003.818059 = -940578.926129
  nChanged 69
		SP:Iteration 43Q (99077.590000 sec): 3 clusters
  Score: Raw -943595.893908 + Penalty 3003.818059 = -940592.075849
  nChanged 63
		SP:Iteration 44Q (99077.850000 sec): 3 clusters
  Score: Raw -943608.133547 + Penalty 3003.818059 = -940604.315488
  nChanged 70
		SP:Iteration 45Q (99078.120000 sec): 3 clusters
  Score: Raw -943623.304109 + Penalty 3003.818059 = -940619.486050
  nChanged 59
		SP:Iteration 46Q (99078.380000 sec): 3 clusters
  Score: Raw -943637.506472 + Penalty 3003.818059 = -940633.688413
  nChanged 78
		SP:Iteration 47Q (99078.530000 sec): 3 clusters
  Score: Raw -943655.026558 + Penalty 3003.818059 = -940651.208499
  nChanged 94
		SP:Iteration 48Q (99078.760000 sec): 3 clusters
  Score: Raw -943675.242136 + Penalty 3003.818059 = -940671.424077
  nChanged 89
		SP:Iteration 49Q (99079.020000 sec): 3 clusters
  Score: Raw -943695.489217 + Penalty 3003.818059 = -940691.671158
  nChanged 89
		SP:Iteration 50Q (99079.260000 sec): 3 clusters
  Score: Raw -943719.753090 + Penalty 3003.818059 = -940715.935032
  nChanged 100
		SP:Iteration 51Q (99079.520000 sec): 3 clusters
  Score: Raw -943742.890624 + Penalty 3003.818059 = -940739.072566
  nChanged 82
		SP:Iteration 52Q (99079.780000 sec): 3 clusters
  Score: Raw -943762.845207 + Penalty 3003.818059 = -940759.027148
  nChanged 82
		SP:Iteration 53Q (99080.040000 sec): 3 clusters
  Score: Raw -943783.241124 + Penalty 3003.818059 = -940779.423065
  nChanged 75
		SP:Iteration 54Q (99080.310000 sec): 3 clusters
  Score: Raw -943800.674077 + Penalty 3003.818059 = -940796.856018
  nChanged 79
		SP:Iteration 55Q (99080.520000 sec): 3 clusters
  Score: Raw -943818.780487 + Penalty 3003.818059 = -940814.962429
  nChanged 76
		SP:Iteration 56Q (99080.790000 sec): 3 clusters
  Score: Raw -943836.909262 + Penalty 3003.818059 = -940833.091203
  nChanged 85
		SP:Iteration 57Q (99081.010000 sec): 3 clusters
  Score: Raw -943860.491604 + Penalty 3003.818059 = -940856.673545
  nChanged 94
		SP:Iteration 58Q (99081.230000 sec): 3 clusters
  Score: Raw -943886.750884 + Penalty 3003.818059 = -940882.932825
  nChanged 101
		SP:Iteration 59Q (99081.500000 sec): 3 clusters
  Score: Raw -943916.614190 + Penalty 3003.818059 = -940912.796131
  nChanged 88
		SP:Iteration 60F (99081.760000 sec): 3 clusters
  Score: Raw -943943.893261 + Penalty 3003.818059 = -940940.075203
  nChanged 99
		SP:Iteration 61Q (99082.030000 sec): 3 clusters
  Score: Raw -943974.348403 + Penalty 3003.818059 = -940970.530344
  nChanged 99
		SP:Iteration 62Q (99082.290000 sec): 3 clusters
  Score: Raw -944007.116265 + Penalty 3003.818059 = -941003.298206
  nChanged 102
		SP:Iteration 63Q (99082.560000 sec): 3 clusters
  Score: Raw -944040.659108 + Penalty 3003.818059 = -941036.841049
  nChanged 106
		SP:Iteration 64Q (99082.820000 sec): 3 clusters
  Score: Raw -944073.087829 + Penalty 3003.818059 = -941069.269770
  nChanged 97
		SP:Iteration 65Q (99083.080000 sec): 3 clusters
  Score: Raw -944100.395491 + Penalty 3003.818059 = -941096.577432
  nChanged 86
		SP:Iteration 66Q (99083.350000 sec): 3 clusters
  Score: Raw -944128.946519 + Penalty 3003.818059 = -941125.128461
  nChanged 80
		SP:Iteration 67Q (99083.610000 sec): 3 clusters
  Score: Raw -944156.750638 + Penalty 3003.818059 = -941152.932579
  nChanged 78
		SP:Iteration 68Q (99083.880000 sec): 3 clusters
  Score: Raw -944180.050532 + Penalty 3003.818059 = -941176.232473
  nChanged 82
		SP:Iteration 69Q (99084.140000 sec): 3 clusters
  Score: Raw -944203.137687 + Penalty 3003.818059 = -941199.319629
  nChanged 70
		SP:Iteration 70Q (99084.360000 sec): 3 clusters
  Score: Raw -944225.445346 + Penalty 3003.818059 = -941221.627288
  nChanged 69
		SP:Iteration 71Q (99084.520000 sec): 3 clusters
  Score: Raw -944245.765934 + Penalty 3003.818059 = -941241.947875
  nChanged 58
		SP:Iteration 72Q (99084.740000 sec): 3 clusters
  Score: Raw -944261.164769 + Penalty 3003.818059 = -941257.346710
  nChanged 49
		SP:Iteration 73Q (99084.960000 sec): 3 clusters
  Score: Raw -944274.379177 + Penalty 3003.818059 = -941270.561119
  nChanged 39
		SP:Iteration 74Q (99085.180000 sec): 3 clusters
  Score: Raw -944282.809374 + Penalty 3003.818059 = -941278.991315
  nChanged 29
		SP:Iteration 75Q (99085.400000 sec): 3 clusters
  Score: Raw -944289.471432 + Penalty 3003.818059 = -941285.653373
  nChanged 27
		SP:Iteration 76Q (99085.620000 sec): 3 clusters
  Score: Raw -944296.150366 + Penalty 3003.818059 = -941292.332308
  nChanged 19
		SP:Iteration 77Q (99085.840000 sec): 3 clusters
  Score: Raw -944301.022606 + Penalty 3003.818059 = -941297.204547
  nChanged 29
		SP:Iteration 78Q (99086.060000 sec): 3 clusters
  Score: Raw -944307.517927 + Penalty 3003.818059 = -941303.699869
  nChanged 23
		SP:Iteration 79Q (99086.280000 sec): 3 clusters
  Score: Raw -944311.833562 + Penalty 3003.818059 = -941308.015503
  nChanged 17
		SP:Iteration 80F (99086.540000 sec): 3 clusters
  Score: Raw -944314.803928 + Penalty 3003.818059 = -941310.985869
  nChanged 11
		SP:Iteration 81Q (99086.810000 sec): 3 clusters
  Score: Raw -944317.168045 + Penalty 3003.818059 = -941313.349987
  nChanged 15
		SP:Iteration 82Q (99087.030000 sec): 3 clusters
  Score: Raw -944320.103393 + Penalty 3003.818059 = -941316.285334
  nChanged 9
		SP:Iteration 83Q (99087.250000 sec): 3 clusters
  Score: Raw -944321.916035 + Penalty 3003.818059 = -941318.097976
  nChanged 13
		SP:Iteration 84Q (99087.470000 sec): 3 clusters
  Score: Raw -944325.756867 + Penalty 3003.818059 = -941321.938808
  nChanged 18
		SP:Iteration 85Q (99087.690000 sec): 3 clusters
  Score: Raw -944329.379925 + Penalty 3003.818059 = -941325.561867
  nChanged 14
		SP:Iteration 86Q (99087.930000 sec): 3 clusters
  Score: Raw -944332.256279 + Penalty 3003.818059 = -941328.438221
  nChanged 9
		SP:Iteration 87Q (99088.070000 sec): 3 clusters
  Score: Raw -944334.049000 + Penalty 3003.818059 = -941330.230942
  nChanged 8
		SP:Iteration 88Q (99088.350000 sec): 3 clusters
  Score: Raw -944335.314864 + Penalty 3003.818059 = -941331.496805
  nChanged 4
		SP:Iteration 89Q (99088.490000 sec): 3 clusters
  Score: Raw -944336.127501 + Penalty 3003.818059 = -941332.309443
  nChanged 7
		SP:Iteration 90Q (99088.720000 sec): 3 clusters
  Score: Raw -944337.884489 + Penalty 3003.818059 = -941334.066431
  nChanged 6
		SP:Iteration 91Q (99088.940000 sec): 3 clusters
  Score: Raw -944339.120523 + Penalty 3003.818059 = -941335.302465
  nChanged 7
		SP:Iteration 92Q (99089.160000 sec): 3 clusters
  Score: Raw -944340.645041 + Penalty 3003.818059 = -941336.826982
  nChanged 9
		SP:Iteration 93Q (99089.340000 sec): 3 clusters
  Score: Raw -944342.396509 + Penalty 3003.818059 = -941338.578450
  nChanged 5
		SP:Iteration 94Q (99089.530000 sec): 3 clusters
  Score: Raw -944343.347571 + Penalty 3003.818059 = -941339.529512
  nChanged 3
		SP:Iteration 95Q (99089.780000 sec): 3 clusters
  Score: Raw -944343.905341 + Penalty 3003.818059 = -941340.087282
  nChanged 3
		SP:Iteration 96Q (99090.010000 sec): 3 clusters
  Score: Raw -944344.316548 + Penalty 3003.818059 = -941340.498489
  nChanged 2
		SP:Iteration 97Q (99090.230000 sec): 3 clusters
  Score: Raw -944344.639121 + Penalty 3003.818059 = -941340.821062
  nChanged 2
		SP:Iteration 98Q (99090.450000 sec): 3 clusters
  Score: Raw -944345.039382 + Penalty 3003.818059 = -941341.221323
  nChanged 2
		SP:Iteration 99Q (99090.660000 sec): 3 clusters
  Score: Raw -944345.351805 + Penalty 3003.818059 = -941341.533747
  nChanged 0
		SP:Iteration 100F (99090.930000 sec): 3 clusters
  Score: Raw -944345.351805 + Penalty 3003.818059 = -941341.533747
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (20237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99091.140000 sec): 2 clusters
  Score: Raw -1915580.459796 + Penalty 1611.231032 = -1913969.228764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99091.480000 sec): 3 clusters
  Score: Raw -1903408.907050 + Penalty 3222.462065 = -1900186.444985
  nChanged 9182
		SP:Iteration 1F (99091.830000 sec): 3 clusters
  Score: Raw -1908325.031947 + Penalty 3222.462065 = -1905102.569882
  nChanged 1012
		SP:Iteration 2F (99092.120000 sec): 3 clusters
  Score: Raw -1908680.163091 + Penalty 3222.462065 = -1905457.701026
  nChanged 925
		SP:Iteration 3Q (99092.490000 sec): 3 clusters
  Score: Raw -1909027.130916 + Penalty 3222.462065 = -1905804.668852
  nChanged 952
		SP:Iteration 4Q (99092.770000 sec): 3 clusters
  Score: Raw -1909431.844978 + Penalty 3222.462065 = -1906209.382913
  nChanged 1023
		SP:Iteration 5F (99093.160000 sec): 3 clusters
  Score: Raw -1909893.004667 + Penalty 3222.462065 = -1906670.542602
  nChanged 1015
		SP:Iteration 6F (99093.510000 sec): 3 clusters
  Score: Raw -1910343.760647 + Penalty 3222.462065 = -1907121.298582
  nChanged 986
		SP:Iteration 7Q (99093.870000 sec): 3 clusters
  Score: Raw -1910780.888875 + Penalty 3222.462065 = -1907558.426811
  nChanged 947
		SP:Iteration 8Q (99094.200000 sec): 3 clusters
  Score: Raw -1911155.600243 + Penalty 3222.462065 = -1907933.138179
  nChanged 796
		SP:Iteration 9Q (99094.510000 sec): 3 clusters
  Score: Raw -1911442.023189 + Penalty 3222.462065 = -1908219.561124
  nChanged 680
		SP:Iteration 10Q (99094.870000 sec): 3 clusters
  Score: Raw -1911662.694586 + Penalty 3222.462065 = -1908440.232521
  nChanged 598
		SP:Iteration 11Q (99095.180000 sec): 3 clusters
  Score: Raw -1911843.362224 + Penalty 3222.462065 = -1908620.900159
  nChanged 517
		SP:Iteration 12Q (99095.540000 sec): 3 clusters
  Score: Raw -1911993.899323 + Penalty 3222.462065 = -1908771.437258
  nChanged 470
		SP:Iteration 13Q (99095.860000 sec): 3 clusters
  Score: Raw -1912119.484041 + Penalty 3222.462065 = -1908897.021976
  nChanged 426
		SP:Iteration 14Q (99096.220000 sec): 3 clusters
  Score: Raw -1912232.823285 + Penalty 3222.462065 = -1909010.361220
  nChanged 379
		SP:Iteration 15Q (99096.530000 sec): 3 clusters
  Score: Raw -1912329.256140 + Penalty 3222.462065 = -1909106.794075
  nChanged 346
		SP:Iteration 16Q (99096.890000 sec): 3 clusters
  Score: Raw -1912415.904219 + Penalty 3222.462065 = -1909193.442154
  nChanged 355
		SP:Iteration 17Q (99097.210000 sec): 3 clusters
  Score: Raw -1912505.481666 + Penalty 3222.462065 = -1909283.019601
  nChanged 330
		SP:Iteration 18Q (99097.570000 sec): 3 clusters
  Score: Raw -1912579.170940 + Penalty 3222.462065 = -1909356.708876
  nChanged 286
		SP:Iteration 19Q (99097.890000 sec): 3 clusters
  Score: Raw -1912646.129567 + Penalty 3222.462065 = -1909423.667502
  nChanged 291
		SP:Iteration 20F (99098.210000 sec): 3 clusters
  Score: Raw -1912722.459595 + Penalty 3222.462065 = -1909499.997530
  nChanged 298
		SP:Iteration 21Q (99098.520000 sec): 3 clusters
  Score: Raw -1912803.461870 + Penalty 3222.462065 = -1909580.999805
  nChanged 302
		SP:Iteration 22Q (99098.840000 sec): 3 clusters
  Score: Raw -1912886.555412 + Penalty 3222.462065 = -1909664.093348
  nChanged 304
		SP:Iteration 23Q (99099.160000 sec): 3 clusters
  Score: Raw -1912977.071979 + Penalty 3222.462065 = -1909754.609914
  nChanged 361
		SP:Iteration 24Q (99099.470000 sec): 3 clusters
  Score: Raw -1913104.576367 + Penalty 3222.462065 = -1909882.114302
  nChanged 414
		SP:Iteration 25Q (99099.790000 sec): 3 clusters
  Score: Raw -1913270.703207 + Penalty 3222.462065 = -1910048.241142
  nChanged 452
		SP:Iteration 26Q (99100.150000 sec): 3 clusters
  Score: Raw -1913476.700239 + Penalty 3222.462065 = -1910254.238174
  nChanged 506
		SP:Iteration 27Q (99100.470000 sec): 3 clusters
  Score: Raw -1913724.084407 + Penalty 3222.462065 = -1910501.622342
  nChanged 508
		SP:Iteration 28Q (99100.830000 sec): 3 clusters
  Score: Raw -1913997.916188 + Penalty 3222.462065 = -1910775.454124
  nChanged 493
		SP:Iteration 29Q (99101.150000 sec): 3 clusters
  Score: Raw -1914299.893457 + Penalty 3222.462065 = -1911077.431392
  nChanged 465
		SP:Iteration 30Q (99101.470000 sec): 3 clusters
  Score: Raw -1914595.456082 + Penalty 3222.462065 = -1911372.994018
  nChanged 406
		SP:Iteration 31Q (99101.790000 sec): 3 clusters
  Score: Raw -1914866.424359 + Penalty 3222.462065 = -1911643.962295
  nChanged 337
		SP:Iteration 32Q (99102.110000 sec): 3 clusters
  Score: Raw -1915083.786511 + Penalty 3222.462065 = -1911861.324446
  nChanged 259
		SP:Iteration 33Q (99102.430000 sec): 3 clusters
  Score: Raw -1915279.373675 + Penalty 3222.462065 = -1912056.911611
  nChanged 209
		SP:Iteration 34Q (99102.750000 sec): 3 clusters
  Score: Raw -1915448.042729 + Penalty 3222.462065 = -1912225.580665
  nChanged 147
		SP:Iteration 35Q (99103.070000 sec): 3 clusters
  Score: Raw -1915578.406829 + Penalty 3222.462065 = -1912355.944765
  nChanged 98
		SP:Iteration 36Q (99103.390000 sec): 3 clusters
  Score: Raw -1915663.120829 + Penalty 3222.462065 = -1912440.658765
  nChanged 58
		SP:Iteration 37Q (99103.710000 sec): 3 clusters
  Score: Raw -1915710.597437 + Penalty 3222.462065 = -1912488.135373
  nChanged 35
		SP:Iteration 38Q (99104.030000 sec): 3 clusters
  Score: Raw -1915739.465062 + Penalty 3222.462065 = -1912517.002998
  nChanged 26
		SP:Iteration 39Q (99104.350000 sec): 3 clusters
  Score: Raw -1915762.230202 + Penalty 3222.462065 = -1912539.768137
  nChanged 19
		SP:Iteration 40F (99104.670000 sec): 3 clusters
  Score: Raw -1915773.546612 + Penalty 3222.462065 = -1912551.084547
  nChanged 11
		SP:Iteration 41Q (99104.990000 sec): 3 clusters
  Score: Raw -1915780.408655 + Penalty 3222.462065 = -1912557.946590
  nChanged 12
		SP:Iteration 42Q (99105.310000 sec): 3 clusters
  Score: Raw -1915788.702565 + Penalty 3222.462065 = -1912566.240500
  nChanged 9
		SP:Iteration 43Q (99105.630000 sec): 3 clusters
  Score: Raw -1915796.098186 + Penalty 3222.462065 = -1912573.636122
  nChanged 10
		SP:Iteration 44Q (99105.950000 sec): 3 clusters
  Score: Raw -1915804.193139 + Penalty 3222.462065 = -1912581.731074
  nChanged 14
		SP:Iteration 45Q (99106.270000 sec): 3 clusters
  Score: Raw -1915816.837222 + Penalty 3222.462065 = -1912594.375158
  nChanged 11
		SP:Iteration 46Q (99106.590000 sec): 3 clusters
  Score: Raw -1915825.333725 + Penalty 3222.462065 = -1912602.871660
  nChanged 5
		SP:Iteration 47Q (99106.840000 sec): 3 clusters
  Score: Raw -1915828.659259 + Penalty 3222.462065 = -1912606.197195
  nChanged 7
		SP:Iteration 48Q (99107.060000 sec): 3 clusters
  Score: Raw -1915831.882303 + Penalty 3222.462065 = -1912609.420239
  nChanged 3
		SP:Iteration 49Q (99107.450000 sec): 3 clusters
  Score: Raw -1915834.378134 + Penalty 3222.462065 = -1912611.916070
  nChanged 1
		SP:Iteration 50Q (99107.730000 sec): 3 clusters
  Score: Raw -1915835.247679 + Penalty 3222.462065 = -1912612.785614
  nChanged 1
		SP:Iteration 51Q (99108.050000 sec): 3 clusters
  Score: Raw -1915836.419817 + Penalty 3222.462065 = -1912613.957752
  nChanged 2
		SP:Iteration 52Q (99108.410000 sec): 3 clusters
  Score: Raw -1915838.785394 + Penalty 3222.462065 = -1912616.323329
  nChanged 1
		SP:Iteration 53Q (99108.730000 sec): 3 clusters
  Score: Raw -1915839.275069 + Penalty 3222.462065 = -1912616.813005
  nChanged 1
		SP:Iteration 54Q (99109.080000 sec): 3 clusters
  Score: Raw -1915839.627046 + Penalty 3222.462065 = -1912617.164981
  nChanged 2
		SP:Iteration 55Q (99109.400000 sec): 3 clusters
  Score: Raw -1915841.078531 + Penalty 3222.462065 = -1912618.616466
  nChanged 2
		SP:Iteration 56Q (99109.760000 sec): 3 clusters
  Score: Raw -1915841.872908 + Penalty 3222.462065 = -1912619.410843
  nChanged 2
		SP:Iteration 57Q (99110.080000 sec): 3 clusters
  Score: Raw -1915842.931632 + Penalty 3222.462065 = -1912620.469567
  nChanged 0
		SP:Iteration 58F (99110.440000 sec): 3 clusters
  Score: Raw -1915842.931632 + Penalty 3222.462065 = -1912620.469567
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (3210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99110.520000 sec): 2 clusters
  Score: Raw -260226.031396 + Penalty 1312.029260 = -258914.002136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99110.700000 sec): 3 clusters
  Score: Raw -258657.249299 + Penalty 2624.058520 = -256033.190779
  nChanged 1247
		SP:Iteration 1F (99110.880000 sec): 3 clusters
  Score: Raw -259423.065844 + Penalty 2624.058520 = -256799.007324
  nChanged 298
		SP:Iteration 2F (99111.050000 sec): 3 clusters
  Score: Raw -259631.969003 + Penalty 2624.058520 = -257007.910483
  nChanged 194
		SP:Iteration 3F (99111.230000 sec): 3 clusters
  Score: Raw -259765.039152 + Penalty 2624.058520 = -257140.980631
  nChanged 158
		SP:Iteration 4Q (99111.400000 sec): 3 clusters
  Score: Raw -259888.185908 + Penalty 2624.058520 = -257264.127388
  nChanged 131
		SP:Iteration 5Q (99111.580000 sec): 3 clusters
  Score: Raw -259972.135523 + Penalty 2624.058520 = -257348.077002
  nChanged 113
		SP:Iteration 6Q (99111.760000 sec): 3 clusters
  Score: Raw -260041.104060 + Penalty 2624.058520 = -257417.045540
  nChanged 79
		SP:Iteration 7Q (99111.930000 sec): 3 clusters
  Score: Raw -260089.130182 + Penalty 2624.058520 = -257465.071661
  nChanged 64
		SP:Iteration 8Q (99112.110000 sec): 3 clusters
  Score: Raw -260119.784894 + Penalty 2624.058520 = -257495.726374
  nChanged 58
		SP:Iteration 9Q (99112.280000 sec): 3 clusters
  Score: Raw -260156.061137 + Penalty 2624.058520 = -257532.002617
  nChanged 59
		SP:Iteration 10Q (99112.460000 sec): 3 clusters
  Score: Raw -260193.893641 + Penalty 2624.058520 = -257569.835121
  nChanged 64
		SP:Iteration 11Q (99112.640000 sec): 3 clusters
  Score: Raw -260238.718470 + Penalty 2624.058520 = -257614.659950
  nChanged 66
		SP:Iteration 12Q (99112.810000 sec): 3 clusters
  Score: Raw -260271.986158 + Penalty 2624.058520 = -257647.927638
  nChanged 50
		SP:Iteration 13Q (99112.990000 sec): 3 clusters
  Score: Raw -260296.571251 + Penalty 2624.058520 = -257672.512731
  nChanged 45
		SP:Iteration 14Q (99113.160000 sec): 3 clusters
  Score: Raw -260319.373033 + Penalty 2624.058520 = -257695.314513
  nChanged 38
		SP:Iteration 15Q (99113.340000 sec): 3 clusters
  Score: Raw -260333.617266 + Penalty 2624.058520 = -257709.558746
  nChanged 36
		SP:Iteration 16Q (99113.510000 sec): 3 clusters
  Score: Raw -260349.142923 + Penalty 2624.058520 = -257725.084403
  nChanged 35
		SP:Iteration 17Q (99113.690000 sec): 3 clusters
  Score: Raw -260359.780400 + Penalty 2624.058520 = -257735.721880
  nChanged 31
		SP:Iteration 18Q (99113.860000 sec): 3 clusters
  Score: Raw -260372.032948 + Penalty 2624.058520 = -257747.974428
  nChanged 34
		SP:Iteration 19Q (99114.040000 sec): 3 clusters
  Score: Raw -260385.559924 + Penalty 2624.058520 = -257761.501404
  nChanged 35
		SP:Iteration 20F (99114.220000 sec): 3 clusters
  Score: Raw -260400.029838 + Penalty 2624.058520 = -257775.971318
  nChanged 36
		SP:Iteration 21Q (99114.390000 sec): 3 clusters
  Score: Raw -260413.330747 + Penalty 2624.058520 = -257789.272227
  nChanged 39
		SP:Iteration 22Q (99114.560000 sec): 3 clusters
  Score: Raw -260428.697177 + Penalty 2624.058520 = -257804.638657
  nChanged 30
		SP:Iteration 23Q (99114.740000 sec): 3 clusters
  Score: Raw -260440.416183 + Penalty 2624.058520 = -257816.357663
  nChanged 36
		SP:Iteration 24Q (99114.920000 sec): 3 clusters
  Score: Raw -260456.803867 + Penalty 2624.058520 = -257832.745347
  nChanged 33
		SP:Iteration 25Q (99115.100000 sec): 3 clusters
  Score: Raw -260467.719532 + Penalty 2624.058520 = -257843.661012
  nChanged 26
		SP:Iteration 26Q (99115.320000 sec): 3 clusters
  Score: Raw -260477.706214 + Penalty 2624.058520 = -257853.647693
  nChanged 23
		SP:Iteration 27Q (99115.490000 sec): 3 clusters
  Score: Raw -260488.965845 + Penalty 2624.058520 = -257864.907325
  nChanged 23
		SP:Iteration 28Q (99115.660000 sec): 3 clusters
  Score: Raw -260496.205944 + Penalty 2624.058520 = -257872.147423
  nChanged 19
		SP:Iteration 29Q (99115.840000 sec): 3 clusters
  Score: Raw -260502.976118 + Penalty 2624.058520 = -257878.917598
  nChanged 26
		SP:Iteration 30Q (99116.040000 sec): 3 clusters
  Score: Raw -260512.684840 + Penalty 2624.058520 = -257888.626319
  nChanged 18
		SP:Iteration 31Q (99116.260000 sec): 3 clusters
  Score: Raw -260519.727364 + Penalty 2624.058520 = -257895.668844
  nChanged 20
		SP:Iteration 32Q (99116.460000 sec): 3 clusters
  Score: Raw -260527.635920 + Penalty 2624.058520 = -257903.577400
  nChanged 19
		SP:Iteration 33Q (99116.630000 sec): 3 clusters
  Score: Raw -260535.734621 + Penalty 2624.058520 = -257911.676101
  nChanged 18
		SP:Iteration 34Q (99116.810000 sec): 3 clusters
  Score: Raw -260540.777815 + Penalty 2624.058520 = -257916.719295
  nChanged 12
		SP:Iteration 35Q (99116.980000 sec): 3 clusters
  Score: Raw -260543.435309 + Penalty 2624.058520 = -257919.376789
  nChanged 6
		SP:Iteration 36Q (99117.160000 sec): 3 clusters
  Score: Raw -260545.375629 + Penalty 2624.058520 = -257921.317109
  nChanged 6
		SP:Iteration 37Q (99117.340000 sec): 3 clusters
  Score: Raw -260547.973586 + Penalty 2624.058520 = -257923.915066
  nChanged 5
		SP:Iteration 38Q (99117.510000 sec): 3 clusters
  Score: Raw -260549.515672 + Penalty 2624.058520 = -257925.457151
  nChanged 9
		SP:Iteration 39Q (99117.690000 sec): 3 clusters
  Score: Raw -260552.098980 + Penalty 2624.058520 = -257928.040459
  nChanged 5
		SP:Iteration 40F (99117.860000 sec): 3 clusters
  Score: Raw -260554.058001 + Penalty 2624.058520 = -257929.999480
  nChanged 2
		SP:Iteration 41Q (99118.040000 sec): 3 clusters
  Score: Raw -260554.701581 + Penalty 2624.058520 = -257930.643061
  nChanged 3
		SP:Iteration 42Q (99118.220000 sec): 3 clusters
  Score: Raw -260555.447739 + Penalty 2624.058520 = -257931.389219
  nChanged 6
		SP:Iteration 43Q (99118.390000 sec): 3 clusters
  Score: Raw -260556.800750 + Penalty 2624.058520 = -257932.742230
  nChanged 3
		SP:Iteration 44Q (99118.560000 sec): 3 clusters
  Score: Raw -260557.685005 + Penalty 2624.058520 = -257933.626485
  nChanged 0
		SP:Iteration 45F (99118.740000 sec): 3 clusters
  Score: Raw -260557.685005 + Penalty 2624.058520 = -257933.626485
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99118.830000 sec): 2 clusters
  Score: Raw -80848.480899 + Penalty 1136.812000 = -79711.668899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99119.000000 sec): 3 clusters
  Score: Raw -80540.123747 + Penalty 2273.624001 = -78266.499746
  nChanged 347
		SP:Iteration 1F (99119.180000 sec): 3 clusters
  Score: Raw -80960.632919 + Penalty 2273.624001 = -78687.008918
  nChanged 114
		SP:Iteration 2F (99119.360000 sec): 3 clusters
  Score: Raw -81133.764639 + Penalty 2273.624001 = -78860.140638
  nChanged 63
		SP:Iteration 3F (99119.530000 sec): 3 clusters
  Score: Raw -81207.124033 + Penalty 2273.624001 = -78933.500032
  nChanged 40
		SP:Iteration 4Q (99119.710000 sec): 3 clusters
  Score: Raw -81259.429283 + Penalty 2273.624001 = -78985.805283
  nChanged 34
		SP:Iteration 5Q (99119.880000 sec): 3 clusters
  Score: Raw -81294.886194 + Penalty 2273.624001 = -79021.262193
  nChanged 19
		SP:Iteration 6Q (99120.060000 sec): 3 clusters
  Score: Raw -81315.973396 + Penalty 2273.624001 = -79042.349395
  nChanged 21
		SP:Iteration 7Q (99120.240000 sec): 3 clusters
  Score: Raw -81342.648178 + Penalty 2273.624001 = -79069.024177
  nChanged 18
		SP:Iteration 8Q (99120.410000 sec): 3 clusters
  Score: Raw -81356.391326 + Penalty 2273.624001 = -79082.767326
  nChanged 8
		SP:Iteration 9Q (99120.590000 sec): 3 clusters
  Score: Raw -81363.185005 + Penalty 2273.624001 = -79089.561004
  nChanged 9
		SP:Iteration 10Q (99120.750000 sec): 3 clusters
  Score: Raw -81372.215187 + Penalty 2273.624001 = -79098.591187
  nChanged 10
		SP:Iteration 11Q (99120.910000 sec): 3 clusters
  Score: Raw -81383.390513 + Penalty 2273.624001 = -79109.766512
  nChanged 6
		SP:Iteration 12Q (99121.080000 sec): 3 clusters
  Score: Raw -81387.014393 + Penalty 2273.624001 = -79113.390392
  nChanged 1
		SP:Iteration 13Q (99121.240000 sec): 3 clusters
  Score: Raw -81387.476994 + Penalty 2273.624001 = -79113.852993
  nChanged 1
		SP:Iteration 14Q (99121.400000 sec): 3 clusters
  Score: Raw -81388.395129 + Penalty 2273.624001 = -79114.771128
  nChanged 1
		SP:Iteration 15Q (99121.570000 sec): 3 clusters
  Score: Raw -81388.645796 + Penalty 2273.624001 = -79115.021795
  nChanged 0
		SP:Iteration 16F (99121.730000 sec): 3 clusters
  Score: Raw -81388.645796 + Penalty 2273.624001 = -79115.021795
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (6120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99121.860000 sec): 2 clusters
  Score: Raw -541397.441113 + Penalty 1416.889074 = -539980.552039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99122.040000 sec): 3 clusters
  Score: Raw -538197.978672 + Penalty 2833.778147 = -535364.200525
  nChanged 2506
		SP:Iteration 1F (99122.200000 sec): 3 clusters
  Score: Raw -539863.135714 + Penalty 2833.778147 = -537029.357567
  nChanged 559
		SP:Iteration 2F (99122.370000 sec): 3 clusters
  Score: Raw -540314.127976 + Penalty 2833.778147 = -537480.349829
  nChanged 455
		SP:Iteration 3F (99122.530000 sec): 3 clusters
  Score: Raw -540607.198796 + Penalty 2833.778147 = -537773.420649
  nChanged 334
		SP:Iteration 4F (99122.700000 sec): 3 clusters
  Score: Raw -540809.429598 + Penalty 2833.778147 = -537975.651451
  nChanged 261
		SP:Iteration 5Q (99122.860000 sec): 3 clusters
  Score: Raw -540951.545074 + Penalty 2833.778147 = -538117.766927
  nChanged 195
		SP:Iteration 6Q (99123.030000 sec): 3 clusters
  Score: Raw -541046.163066 + Penalty 2833.778147 = -538212.384919
  nChanged 178
		SP:Iteration 7Q (99123.200000 sec): 3 clusters
  Score: Raw -541142.395516 + Penalty 2833.778147 = -538308.617369
  nChanged 174
		SP:Iteration 8Q (99123.360000 sec): 3 clusters
  Score: Raw -541245.897802 + Penalty 2833.778147 = -538412.119655
  nChanged 180
		SP:Iteration 9Q (99123.530000 sec): 3 clusters
  Score: Raw -541365.268557 + Penalty 2833.778147 = -538531.490410
  nChanged 174
		SP:Iteration 10Q (99123.690000 sec): 3 clusters
  Score: Raw -541467.808158 + Penalty 2833.778147 = -538634.030011
  nChanged 154
		SP:Iteration 11Q (99123.860000 sec): 3 clusters
  Score: Raw -541541.977483 + Penalty 2833.778147 = -538708.199336
  nChanged 128
		SP:Iteration 12Q (99124.050000 sec): 3 clusters
  Score: Raw -541600.385393 + Penalty 2833.778147 = -538766.607246
  nChanged 120
		SP:Iteration 13Q (99124.150000 sec): 3 clusters
  Score: Raw -541651.912007 + Penalty 2833.778147 = -538818.133860
  nChanged 131
		SP:Iteration 14Q (99124.250000 sec): 3 clusters
  Score: Raw -541711.570565 + Penalty 2833.778147 = -538877.792418
  nChanged 107
		SP:Iteration 15Q (99124.350000 sec): 3 clusters
  Score: Raw -541754.520132 + Penalty 2833.778147 = -538920.741985
  nChanged 90
		SP:Iteration 16Q (99124.460000 sec): 3 clusters
  Score: Raw -541792.513464 + Penalty 2833.778147 = -538958.735317
  nChanged 79
		SP:Iteration 17Q (99124.550000 sec): 3 clusters
  Score: Raw -541827.356640 + Penalty 2833.778147 = -538993.578493
  nChanged 74
		SP:Iteration 18Q (99124.650000 sec): 3 clusters
  Score: Raw -541853.692579 + Penalty 2833.778147 = -539019.914432
  nChanged 71
		SP:Iteration 19Q (99124.750000 sec): 3 clusters
  Score: Raw -541881.515254 + Penalty 2833.778147 = -539047.737107
  nChanged 59
		SP:Iteration 20F (99124.850000 sec): 3 clusters
  Score: Raw -541898.815082 + Penalty 2833.778147 = -539065.036935
  nChanged 42
		SP:Iteration 21Q (99124.950000 sec): 3 clusters
  Score: Raw -541911.136244 + Penalty 2833.778147 = -539077.358097
  nChanged 36
		SP:Iteration 22Q (99125.050000 sec): 3 clusters
  Score: Raw -541923.723795 + Penalty 2833.778147 = -539089.945648
  nChanged 38
		SP:Iteration 23Q (99125.150000 sec): 3 clusters
  Score: Raw -541938.552393 + Penalty 2833.778147 = -539104.774246
  nChanged 37
		SP:Iteration 24Q (99125.240000 sec): 3 clusters
  Score: Raw -541952.111825 + Penalty 2833.778147 = -539118.333678
  nChanged 40
		SP:Iteration 25Q (99125.350000 sec): 3 clusters
  Score: Raw -541964.115909 + Penalty 2833.778147 = -539130.337762
  nChanged 38
		SP:Iteration 26Q (99125.440000 sec): 3 clusters
  Score: Raw -541974.457949 + Penalty 2833.778147 = -539140.679802
  nChanged 29
		SP:Iteration 27Q (99125.640000 sec): 3 clusters
  Score: Raw -541983.377832 + Penalty 2833.778147 = -539149.599685
  nChanged 33
		SP:Iteration 28Q (99125.850000 sec): 3 clusters
  Score: Raw -541991.761797 + Penalty 2833.778147 = -539157.983650
  nChanged 26
		SP:Iteration 29Q (99125.980000 sec): 3 clusters
  Score: Raw -541997.381424 + Penalty 2833.778147 = -539163.603277
  nChanged 16
		SP:Iteration 30Q (99126.150000 sec): 3 clusters
  Score: Raw -542001.075203 + Penalty 2833.778147 = -539167.297056
  nChanged 20
		SP:Iteration 31Q (99126.320000 sec): 3 clusters
  Score: Raw -542005.568101 + Penalty 2833.778147 = -539171.789954
  nChanged 15
		SP:Iteration 32Q (99126.480000 sec): 3 clusters
  Score: Raw -542008.448597 + Penalty 2833.778147 = -539174.670450
  nChanged 11
		SP:Iteration 33Q (99126.650000 sec): 3 clusters
  Score: Raw -542010.619012 + Penalty 2833.778147 = -539176.840865
  nChanged 9
		SP:Iteration 34Q (99126.810000 sec): 3 clusters
  Score: Raw -542011.941337 + Penalty 2833.778147 = -539178.163190
  nChanged 4
		SP:Iteration 35Q (99126.980000 sec): 3 clusters
  Score: Raw -542012.280396 + Penalty 2833.778147 = -539178.502249
  nChanged 5
		SP:Iteration 36Q (99127.140000 sec): 3 clusters
  Score: Raw -542013.297068 + Penalty 2833.778147 = -539179.518921
  nChanged 9
		SP:Iteration 37Q (99127.300000 sec): 3 clusters
  Score: Raw -542014.628154 + Penalty 2833.778147 = -539180.850007
  nChanged 4
		SP:Iteration 38Q (99127.470000 sec): 3 clusters
  Score: Raw -542015.287107 + Penalty 2833.778147 = -539181.508960
  nChanged 4
		SP:Iteration 39Q (99127.640000 sec): 3 clusters
  Score: Raw -542015.977185 + Penalty 2833.778147 = -539182.199038
  nChanged 7
		SP:Iteration 40F (99127.800000 sec): 3 clusters
  Score: Raw -542017.521671 + Penalty 2833.778147 = -539183.743524
  nChanged 7
		SP:Iteration 41Q (99127.940000 sec): 3 clusters
  Score: Raw -542018.998287 + Penalty 2833.778147 = -539185.220140
  nChanged 7
		SP:Iteration 42Q (99128.130000 sec): 3 clusters
  Score: Raw -542021.105172 + Penalty 2833.778147 = -539187.327025
  nChanged 9
		SP:Iteration 43Q (99128.300000 sec): 3 clusters
  Score: Raw -542022.273769 + Penalty 2833.778147 = -539188.495622
  nChanged 3
		SP:Iteration 44Q (99128.460000 sec): 3 clusters
  Score: Raw -542022.541188 + Penalty 2833.778147 = -539188.763040
  nChanged 2
		SP:Iteration 45Q (99128.630000 sec): 3 clusters
  Score: Raw -542023.024844 + Penalty 2833.778147 = -539189.246697
  nChanged 5
		SP:Iteration 46Q (99128.720000 sec): 3 clusters
  Score: Raw -542023.765531 + Penalty 2833.778147 = -539189.987384
  nChanged 7
		SP:Iteration 47Q (99128.920000 sec): 3 clusters
  Score: Raw -542024.706555 + Penalty 2833.778147 = -539190.928408
  nChanged 5
		SP:Iteration 48Q (99129.130000 sec): 3 clusters
  Score: Raw -542025.646579 + Penalty 2833.778147 = -539191.868432
  nChanged 4
		SP:Iteration 49Q (99129.250000 sec): 3 clusters
  Score: Raw -542027.051813 + Penalty 2833.778147 = -539193.273666
  nChanged 4
		SP:Iteration 50Q (99129.420000 sec): 3 clusters
  Score: Raw -542027.574857 + Penalty 2833.778147 = -539193.796710
  nChanged 2
		SP:Iteration 51Q (99129.520000 sec): 3 clusters
  Score: Raw -542027.754968 + Penalty 2833.778147 = -539193.976821
  nChanged 1
		SP:Iteration 52Q (99129.720000 sec): 3 clusters
  Score: Raw -542027.877491 + Penalty 2833.778147 = -539194.099344
  nChanged 1
		SP:Iteration 53Q (99129.820000 sec): 3 clusters
  Score: Raw -542027.964080 + Penalty 2833.778147 = -539194.185933
  nChanged 1
		SP:Iteration 54Q (99129.930000 sec): 3 clusters
  Score: Raw -542028.246959 + Penalty 2833.778147 = -539194.468812
  nChanged 1
		SP:Iteration 55Q (99130.020000 sec): 3 clusters
  Score: Raw -542028.365956 + Penalty 2833.778147 = -539194.587809
  nChanged 1
		SP:Iteration 56Q (99130.120000 sec): 3 clusters
  Score: Raw -542028.408141 + Penalty 2833.778147 = -539194.629994
  nChanged 1
		SP:Iteration 57Q (99130.310000 sec): 3 clusters
  Score: Raw -542028.493063 + Penalty 2833.778147 = -539194.714916
  nChanged 0
		SP:Iteration 58F (99130.520000 sec): 3 clusters
  Score: Raw -542028.493063 + Penalty 2833.778147 = -539194.714916
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (2334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99130.580000 sec): 2 clusters
  Score: Raw -156034.192413 + Penalty 1260.242557 = -154773.949856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99130.760000 sec): 3 clusters
  Score: Raw -155004.639434 + Penalty 2520.485114 = -152484.154320
  nChanged 847
		SP:Iteration 1F (99130.930000 sec): 3 clusters
  Score: Raw -155618.571537 + Penalty 2520.485114 = -153098.086422
  nChanged 203
		SP:Iteration 2F (99131.110000 sec): 3 clusters
  Score: Raw -155823.607680 + Penalty 2520.485114 = -153303.122566
  nChanged 147
		SP:Iteration 3F (99131.280000 sec): 3 clusters
  Score: Raw -155974.096287 + Penalty 2520.485114 = -153453.611173
  nChanged 131
		SP:Iteration 4F (99131.460000 sec): 3 clusters
  Score: Raw -156106.978083 + Penalty 2520.485114 = -153586.492969
  nChanged 114
		SP:Iteration 5Q (99131.640000 sec): 3 clusters
  Score: Raw -156234.791617 + Penalty 2520.485114 = -153714.306503
  nChanged 104
		SP:Iteration 6Q (99131.810000 sec): 3 clusters
  Score: Raw -156342.731029 + Penalty 2520.485114 = -153822.245914
  nChanged 65
		SP:Iteration 7Q (99131.990000 sec): 3 clusters
  Score: Raw -156415.760375 + Penalty 2520.485114 = -153895.275261
  nChanged 53
		SP:Iteration 8Q (99132.160000 sec): 3 clusters
  Score: Raw -156466.194178 + Penalty 2520.485114 = -153945.709064
  nChanged 42
		SP:Iteration 9Q (99132.340000 sec): 3 clusters
  Score: Raw -156498.400203 + Penalty 2520.485114 = -153977.915089
  nChanged 34
		SP:Iteration 10Q (99132.520000 sec): 3 clusters
  Score: Raw -156518.867193 + Penalty 2520.485114 = -153998.382079
  nChanged 23
		SP:Iteration 11Q (99132.690000 sec): 3 clusters
  Score: Raw -156532.822787 + Penalty 2520.485114 = -154012.337673
  nChanged 21
		SP:Iteration 12Q (99132.870000 sec): 3 clusters
  Score: Raw -156545.027196 + Penalty 2520.485114 = -154024.542081
  nChanged 15
		SP:Iteration 13Q (99133.040000 sec): 3 clusters
  Score: Raw -156552.733649 + Penalty 2520.485114 = -154032.248534
  nChanged 11
		SP:Iteration 14Q (99133.220000 sec): 3 clusters
  Score: Raw -156557.599183 + Penalty 2520.485114 = -154037.114069
  nChanged 3
		SP:Iteration 15Q (99133.400000 sec): 3 clusters
  Score: Raw -156560.922534 + Penalty 2520.485114 = -154040.437419
  nChanged 4
		SP:Iteration 16Q (99133.570000 sec): 3 clusters
  Score: Raw -156561.948844 + Penalty 2520.485114 = -154041.463730
  nChanged 2
		SP:Iteration 17Q (99133.750000 sec): 3 clusters
  Score: Raw -156563.454681 + Penalty 2520.485114 = -154042.969566
  nChanged 4
		SP:Iteration 18Q (99133.910000 sec): 3 clusters
  Score: Raw -156565.606765 + Penalty 2520.485114 = -154045.121651
  nChanged 4
		SP:Iteration 19Q (99134.090000 sec): 3 clusters
  Score: Raw -156566.670154 + Penalty 2520.485114 = -154046.185040
  nChanged 4
		SP:Iteration 20F (99134.260000 sec): 3 clusters
  Score: Raw -156568.230993 + Penalty 2520.485114 = -154047.745878
  nChanged 5
		SP:Iteration 21Q (99134.440000 sec): 3 clusters
  Score: Raw -156570.180990 + Penalty 2520.485114 = -154049.695876
  nChanged 2
		SP:Iteration 22Q (99134.610000 sec): 3 clusters
  Score: Raw -156571.007948 + Penalty 2520.485114 = -154050.522834
  nChanged 2
		SP:Iteration 23Q (99134.770000 sec): 3 clusters
  Score: Raw -156571.296069 + Penalty 2520.485114 = -154050.810954
  nChanged 1
		SP:Iteration 24Q (99134.930000 sec): 3 clusters
  Score: Raw -156571.389919 + Penalty 2520.485114 = -154050.904805
  nChanged 1
		SP:Iteration 25Q (99134.980000 sec): 3 clusters
  Score: Raw -156572.045600 + Penalty 2520.485114 = -154051.560486
  nChanged 0
		SP:Iteration 26F (99135.020000 sec): 3 clusters
  Score: Raw -156572.045600 + Penalty 2520.485114 = -154051.560486
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (2540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99135.090000 sec): 2 clusters
  Score: Raw -210462.804912 + Penalty 1273.986896 = -209188.818016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99135.130000 sec): 3 clusters
  Score: Raw -209340.594257 + Penalty 2547.973792 = -206792.620465
  nChanged 923
		SP:Iteration 1F (99135.180000 sec): 3 clusters
  Score: Raw -209962.591805 + Penalty 2547.973792 = -207414.618013
  nChanged 219
		SP:Iteration 2F (99135.230000 sec): 3 clusters
  Score: Raw -210107.425039 + Penalty 2547.973792 = -207559.451247
  nChanged 132
		SP:Iteration 3F (99135.280000 sec): 3 clusters
  Score: Raw -210199.719108 + Penalty 2547.973792 = -207651.745316
  nChanged 101
		SP:Iteration 4Q (99135.330000 sec): 3 clusters
  Score: Raw -210262.669467 + Penalty 2547.973792 = -207714.695675
  nChanged 79
		SP:Iteration 5Q (99135.380000 sec): 3 clusters
  Score: Raw -210313.704115 + Penalty 2547.973792 = -207765.730323
  nChanged 70
		SP:Iteration 6Q (99135.430000 sec): 3 clusters
  Score: Raw -210368.470289 + Penalty 2547.973792 = -207820.496497
  nChanged 80
		SP:Iteration 7Q (99135.480000 sec): 3 clusters
  Score: Raw -210422.232147 + Penalty 2547.973792 = -207874.258355
  nChanged 83
		SP:Iteration 8Q (99135.520000 sec): 3 clusters
  Score: Raw -210486.408566 + Penalty 2547.973792 = -207938.434774
  nChanged 74
		SP:Iteration 9Q (99135.580000 sec): 3 clusters
  Score: Raw -210534.722393 + Penalty 2547.973792 = -207986.748601
  nChanged 63
		SP:Iteration 10Q (99135.620000 sec): 3 clusters
  Score: Raw -210576.597635 + Penalty 2547.973792 = -208028.623843
  nChanged 57
		SP:Iteration 11Q (99135.670000 sec): 3 clusters
  Score: Raw -210611.245213 + Penalty 2547.973792 = -208063.271421
  nChanged 46
		SP:Iteration 12Q (99135.720000 sec): 3 clusters
  Score: Raw -210633.627792 + Penalty 2547.973792 = -208085.654000
  nChanged 34
		SP:Iteration 13Q (99135.770000 sec): 3 clusters
  Score: Raw -210645.884599 + Penalty 2547.973792 = -208097.910807
  nChanged 22
		SP:Iteration 14Q (99135.820000 sec): 3 clusters
  Score: Raw -210653.978382 + Penalty 2547.973792 = -208106.004590
  nChanged 19
		SP:Iteration 15Q (99135.870000 sec): 3 clusters
  Score: Raw -210661.803932 + Penalty 2547.973792 = -208113.830140
  nChanged 16
		SP:Iteration 16Q (99135.920000 sec): 3 clusters
  Score: Raw -210668.076509 + Penalty 2547.973792 = -208120.102717
  nChanged 11
		SP:Iteration 17Q (99135.970000 sec): 3 clusters
  Score: Raw -210672.705101 + Penalty 2547.973792 = -208124.731309
  nChanged 11
		SP:Iteration 18Q (99136.020000 sec): 3 clusters
  Score: Raw -210677.740069 + Penalty 2547.973792 = -208129.766277
  nChanged 15
		SP:Iteration 19Q (99136.060000 sec): 3 clusters
  Score: Raw -210684.589639 + Penalty 2547.973792 = -208136.615847
  nChanged 12
		SP:Iteration 20F (99136.110000 sec): 3 clusters
  Score: Raw -210690.031755 + Penalty 2547.973792 = -208142.057963
  nChanged 14
		SP:Iteration 21Q (99136.160000 sec): 3 clusters
  Score: Raw -210695.345444 + Penalty 2547.973792 = -208147.371652
  nChanged 6
		SP:Iteration 22Q (99136.210000 sec): 3 clusters
  Score: Raw -210697.388727 + Penalty 2547.973792 = -208149.414935
  nChanged 5
		SP:Iteration 23Q (99136.260000 sec): 3 clusters
  Score: Raw -210700.240177 + Penalty 2547.973792 = -208152.266385
  nChanged 2
		SP:Iteration 24Q (99136.310000 sec): 3 clusters
  Score: Raw -210701.093696 + Penalty 2547.973792 = -208153.119904
  nChanged 3
		SP:Iteration 25Q (99136.360000 sec): 3 clusters
  Score: Raw -210702.099751 + Penalty 2547.973792 = -208154.125959
  nChanged 2
		SP:Iteration 26Q (99136.410000 sec): 3 clusters
  Score: Raw -210703.096206 + Penalty 2547.973792 = -208155.122414
  nChanged 4
		SP:Iteration 27Q (99136.460000 sec): 3 clusters
  Score: Raw -210705.039088 + Penalty 2547.973792 = -208157.065296
  nChanged 3
		SP:Iteration 28Q (99136.500000 sec): 3 clusters
  Score: Raw -210706.050415 + Penalty 2547.973792 = -208158.076623
  nChanged 0
		SP:Iteration 29F (99136.550000 sec): 3 clusters
  Score: Raw -210706.050415 + Penalty 2547.973792 = -208158.076623
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (6219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99136.660000 sec): 2 clusters
  Score: Raw -531819.927100 + Penalty 1419.496715 = -530400.430384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99136.880000 sec): 3 clusters
  Score: Raw -528518.407136 + Penalty 2838.993430 = -525679.413705
  nChanged 2617
		SP:Iteration 1F (99137.050000 sec): 3 clusters
  Score: Raw -530209.932475 + Penalty 2838.993430 = -527370.939044
  nChanged 554
		SP:Iteration 2F (99137.190000 sec): 3 clusters
  Score: Raw -530603.372487 + Penalty 2838.993430 = -527764.379056
  nChanged 421
		SP:Iteration 3F (99137.360000 sec): 3 clusters
  Score: Raw -530912.079997 + Penalty 2838.993430 = -528073.086567
  nChanged 359
		SP:Iteration 4F (99137.520000 sec): 3 clusters
  Score: Raw -531159.779255 + Penalty 2838.993430 = -528320.785824
  nChanged 289
		SP:Iteration 5Q (99137.730000 sec): 3 clusters
  Score: Raw -531347.931741 + Penalty 2838.993430 = -528508.938311
  nChanged 272
		SP:Iteration 6Q (99137.890000 sec): 3 clusters
  Score: Raw -531522.225798 + Penalty 2838.993430 = -528683.232367
  nChanged 234
		SP:Iteration 7Q (99138.100000 sec): 3 clusters
  Score: Raw -531666.737071 + Penalty 2838.993430 = -528827.743641
  nChanged 193
		SP:Iteration 8Q (99138.310000 sec): 3 clusters
  Score: Raw -531778.404532 + Penalty 2838.993430 = -528939.411102
  nChanged 156
		SP:Iteration 9Q (99138.520000 sec): 3 clusters
  Score: Raw -531862.854698 + Penalty 2838.993430 = -529023.861267
  nChanged 133
		SP:Iteration 10Q (99138.730000 sec): 3 clusters
  Score: Raw -531934.088926 + Penalty 2838.993430 = -529095.095495
  nChanged 124
		SP:Iteration 11Q (99138.930000 sec): 3 clusters
  Score: Raw -531999.040486 + Penalty 2838.993430 = -529160.047056
  nChanged 107
		SP:Iteration 12Q (99139.100000 sec): 3 clusters
  Score: Raw -532061.442206 + Penalty 2838.993430 = -529222.448775
  nChanged 108
		SP:Iteration 13Q (99139.310000 sec): 3 clusters
  Score: Raw -532119.192195 + Penalty 2838.993430 = -529280.198764
  nChanged 99
		SP:Iteration 14Q (99139.510000 sec): 3 clusters
  Score: Raw -532170.704404 + Penalty 2838.993430 = -529331.710973
  nChanged 99
		SP:Iteration 15Q (99139.720000 sec): 3 clusters
  Score: Raw -532220.020823 + Penalty 2838.993430 = -529381.027393
  nChanged 90
		SP:Iteration 16Q (99139.930000 sec): 3 clusters
  Score: Raw -532264.803674 + Penalty 2838.993430 = -529425.810243
  nChanged 95
		SP:Iteration 17Q (99140.130000 sec): 3 clusters
  Score: Raw -532316.170839 + Penalty 2838.993430 = -529477.177409
  nChanged 84
		SP:Iteration 18Q (99140.340000 sec): 3 clusters
  Score: Raw -532356.578036 + Penalty 2838.993430 = -529517.584605
  nChanged 91
		SP:Iteration 19Q (99140.510000 sec): 3 clusters
  Score: Raw -532398.755116 + Penalty 2838.993430 = -529559.761686
  nChanged 78
		SP:Iteration 20F (99140.670000 sec): 3 clusters
  Score: Raw -532428.201521 + Penalty 2838.993430 = -529589.208091
  nChanged 71
		SP:Iteration 21Q (99140.840000 sec): 3 clusters
  Score: Raw -532452.769271 + Penalty 2838.993430 = -529613.775840
  nChanged 53
		SP:Iteration 22Q (99141.000000 sec): 3 clusters
  Score: Raw -532468.428207 + Penalty 2838.993430 = -529629.434777
  nChanged 46
		SP:Iteration 23Q (99141.170000 sec): 3 clusters
  Score: Raw -532482.842532 + Penalty 2838.993430 = -529643.849101
  nChanged 42
		SP:Iteration 24Q (99141.330000 sec): 3 clusters
  Score: Raw -532495.538953 + Penalty 2838.993430 = -529656.545523
  nChanged 27
		SP:Iteration 25Q (99141.490000 sec): 3 clusters
  Score: Raw -532501.091745 + Penalty 2838.993430 = -529662.098314
  nChanged 23
		SP:Iteration 26Q (99141.660000 sec): 3 clusters
  Score: Raw -532506.161751 + Penalty 2838.993430 = -529667.168321
  nChanged 15
		SP:Iteration 27Q (99141.870000 sec): 3 clusters
  Score: Raw -532509.391877 + Penalty 2838.993430 = -529670.398447
  nChanged 9
		SP:Iteration 28Q (99142.030000 sec): 3 clusters
  Score: Raw -532511.084676 + Penalty 2838.993430 = -529672.091245
  nChanged 3
		SP:Iteration 29Q (99142.190000 sec): 3 clusters
  Score: Raw -532511.565572 + Penalty 2838.993430 = -529672.572142
  nChanged 0
		SP:Iteration 30F (99142.390000 sec): 3 clusters
  Score: Raw -532511.565572 + Penalty 2838.993430 = -529672.572142
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (7210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99142.490000 sec): 2 clusters
  Score: Raw -620716.457147 + Penalty 1443.523937 = -619272.933209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99142.690000 sec): 3 clusters
  Score: Raw -616776.958800 + Penalty 2887.047875 = -613889.910925
  nChanged 3057
		SP:Iteration 1F (99142.900000 sec): 3 clusters
  Score: Raw -618667.068295 + Penalty 2887.047875 = -615780.020420
  nChanged 597
		SP:Iteration 2F (99143.100000 sec): 3 clusters
  Score: Raw -619096.975518 + Penalty 2887.047875 = -616209.927643
  nChanged 537
		SP:Iteration 3F (99143.300000 sec): 3 clusters
  Score: Raw -619485.936307 + Penalty 2887.047875 = -616598.888432
  nChanged 473
		SP:Iteration 4F (99143.500000 sec): 3 clusters
  Score: Raw -619827.462539 + Penalty 2887.047875 = -616940.414664
  nChanged 391
		SP:Iteration 5F (99143.710000 sec): 3 clusters
  Score: Raw -620119.695495 + Penalty 2887.047875 = -617232.647620
  nChanged 349
		SP:Iteration 6Q (99143.910000 sec): 3 clusters
  Score: Raw -620374.732146 + Penalty 2887.047875 = -617487.684271
  nChanged 327
		SP:Iteration 7Q (99144.110000 sec): 3 clusters
  Score: Raw -620624.992523 + Penalty 2887.047875 = -617737.944648
  nChanged 287
		SP:Iteration 8Q (99144.310000 sec): 3 clusters
  Score: Raw -620832.281807 + Penalty 2887.047875 = -617945.233933
  nChanged 267
		SP:Iteration 9Q (99144.510000 sec): 3 clusters
  Score: Raw -621001.905301 + Penalty 2887.047875 = -618114.857426
  nChanged 227
		SP:Iteration 10Q (99144.710000 sec): 3 clusters
  Score: Raw -621115.319813 + Penalty 2887.047875 = -618228.271938
  nChanged 156
		SP:Iteration 11Q (99144.910000 sec): 3 clusters
  Score: Raw -621178.149218 + Penalty 2887.047875 = -618291.101343
  nChanged 114
		SP:Iteration 12Q (99145.100000 sec): 3 clusters
  Score: Raw -621232.029287 + Penalty 2887.047875 = -618344.981412
  nChanged 104
		SP:Iteration 13Q (99145.300000 sec): 3 clusters
  Score: Raw -621282.306075 + Penalty 2887.047875 = -618395.258200
  nChanged 88
		SP:Iteration 14Q (99145.500000 sec): 3 clusters
  Score: Raw -621321.046556 + Penalty 2887.047875 = -618433.998681
  nChanged 95
		SP:Iteration 15Q (99145.710000 sec): 3 clusters
  Score: Raw -621361.398725 + Penalty 2887.047875 = -618474.350850
  nChanged 67
		SP:Iteration 16Q (99145.890000 sec): 3 clusters
  Score: Raw -621389.035941 + Penalty 2887.047875 = -618501.988066
  nChanged 73
		SP:Iteration 17Q (99146.010000 sec): 3 clusters
  Score: Raw -621415.963621 + Penalty 2887.047875 = -618528.915746
  nChanged 55
		SP:Iteration 18Q (99146.230000 sec): 3 clusters
  Score: Raw -621434.203358 + Penalty 2887.047875 = -618547.155483
  nChanged 45
		SP:Iteration 19Q (99146.390000 sec): 3 clusters
  Score: Raw -621445.838780 + Penalty 2887.047875 = -618558.790905
  nChanged 41
		SP:Iteration 20F (99146.590000 sec): 3 clusters
  Score: Raw -621458.613082 + Penalty 2887.047875 = -618571.565207
  nChanged 34
		SP:Iteration 21Q (99146.790000 sec): 3 clusters
  Score: Raw -621467.766050 + Penalty 2887.047875 = -618580.718175
  nChanged 27
		SP:Iteration 22Q (99146.990000 sec): 3 clusters
  Score: Raw -621474.260275 + Penalty 2887.047875 = -618587.212400
  nChanged 25
		SP:Iteration 23Q (99147.190000 sec): 3 clusters
  Score: Raw -621481.218828 + Penalty 2887.047875 = -618594.170953
  nChanged 24
		SP:Iteration 24Q (99147.390000 sec): 3 clusters
  Score: Raw -621489.034614 + Penalty 2887.047875 = -618601.986740
  nChanged 30
		SP:Iteration 25Q (99147.590000 sec): 3 clusters
  Score: Raw -621497.673717 + Penalty 2887.047875 = -618610.625842
  nChanged 20
		SP:Iteration 26Q (99147.790000 sec): 3 clusters
  Score: Raw -621501.925794 + Penalty 2887.047875 = -618614.877919
  nChanged 19
		SP:Iteration 27Q (99147.990000 sec): 3 clusters
  Score: Raw -621505.390048 + Penalty 2887.047875 = -618618.342173
  nChanged 7
		SP:Iteration 28Q (99148.190000 sec): 3 clusters
  Score: Raw -621506.359011 + Penalty 2887.047875 = -618619.311136
  nChanged 2
		SP:Iteration 29Q (99148.390000 sec): 3 clusters
  Score: Raw -621506.684625 + Penalty 2887.047875 = -618619.636750
  nChanged 2
		SP:Iteration 30Q (99148.590000 sec): 3 clusters
  Score: Raw -621507.122873 + Penalty 2887.047875 = -618620.074998
  nChanged 3
		SP:Iteration 31Q (99148.790000 sec): 3 clusters
  Score: Raw -621507.718647 + Penalty 2887.047875 = -618620.670773
  nChanged 1
		SP:Iteration 32Q (99148.990000 sec): 3 clusters
  Score: Raw -621507.792248 + Penalty 2887.047875 = -618620.744373
  nChanged 0
		SP:Iteration 33F (99149.150000 sec): 3 clusters
  Score: Raw -621507.792248 + Penalty 2887.047875 = -618620.744373
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (4590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99149.270000 sec): 2 clusters
  Score: Raw -407914.705116 + Penalty 1370.140737 = -406544.564379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99149.450000 sec): 3 clusters
  Score: Raw -405615.853682 + Penalty 2740.281473 = -402875.572209
  nChanged 1844
		SP:Iteration 1F (99149.620000 sec): 3 clusters
  Score: Raw -406826.915142 + Penalty 2740.281473 = -404086.633669
  nChanged 428
		SP:Iteration 2F (99149.800000 sec): 3 clusters
  Score: Raw -407191.976061 + Penalty 2740.281473 = -404451.694587
  nChanged 376
		SP:Iteration 3F (99149.970000 sec): 3 clusters
  Score: Raw -407537.445450 + Penalty 2740.281473 = -404797.163977
  nChanged 325
		SP:Iteration 4F (99150.190000 sec): 3 clusters
  Score: Raw -407820.288660 + Penalty 2740.281473 = -405080.007186
  nChanged 249
		SP:Iteration 5F (99150.330000 sec): 3 clusters
  Score: Raw -408021.037800 + Penalty 2740.281473 = -405280.756326
  nChanged 187
		SP:Iteration 6Q (99150.520000 sec): 3 clusters
  Score: Raw -408167.287800 + Penalty 2740.281473 = -405427.006326
  nChanged 157
		SP:Iteration 7Q (99150.700000 sec): 3 clusters
  Score: Raw -408271.532225 + Penalty 2740.281473 = -405531.250751
  nChanged 118
		SP:Iteration 8Q (99150.870000 sec): 3 clusters
  Score: Raw -408344.360772 + Penalty 2740.281473 = -405604.079299
  nChanged 103
		SP:Iteration 9Q (99151.050000 sec): 3 clusters
  Score: Raw -408406.479660 + Penalty 2740.281473 = -405666.198187
  nChanged 72
		SP:Iteration 10Q (99151.230000 sec): 3 clusters
  Score: Raw -408441.949087 + Penalty 2740.281473 = -405701.667613
  nChanged 57
		SP:Iteration 11Q (99151.380000 sec): 3 clusters
  Score: Raw -408467.284416 + Penalty 2740.281473 = -405727.002943
  nChanged 42
		SP:Iteration 12Q (99151.580000 sec): 3 clusters
  Score: Raw -408486.459002 + Penalty 2740.281473 = -405746.177529
  nChanged 31
		SP:Iteration 13Q (99151.750000 sec): 3 clusters
  Score: Raw -408498.351785 + Penalty 2740.281473 = -405758.070311
  nChanged 22
		SP:Iteration 14Q (99151.930000 sec): 3 clusters
  Score: Raw -408504.994713 + Penalty 2740.281473 = -405764.713240
  nChanged 8
		SP:Iteration 15Q (99152.100000 sec): 3 clusters
  Score: Raw -408507.822378 + Penalty 2740.281473 = -405767.540904
  nChanged 9
		SP:Iteration 16Q (99152.280000 sec): 3 clusters
  Score: Raw -408510.535453 + Penalty 2740.281473 = -405770.253980
  nChanged 8
		SP:Iteration 17Q (99152.450000 sec): 3 clusters
  Score: Raw -408513.144288 + Penalty 2740.281473 = -405772.862814
  nChanged 14
		SP:Iteration 18Q (99152.630000 sec): 3 clusters
  Score: Raw -408517.197837 + Penalty 2740.281473 = -405776.916364
  nChanged 17
		SP:Iteration 19Q (99152.810000 sec): 3 clusters
  Score: Raw -408522.641171 + Penalty 2740.281473 = -405782.359698
  nChanged 17
		SP:Iteration 20F (99152.980000 sec): 3 clusters
  Score: Raw -408530.706709 + Penalty 2740.281473 = -405790.425236
  nChanged 22
		SP:Iteration 21Q (99153.160000 sec): 3 clusters
  Score: Raw -408539.043308 + Penalty 2740.281473 = -405798.761834
  nChanged 20
		SP:Iteration 22Q (99153.330000 sec): 3 clusters
  Score: Raw -408546.238877 + Penalty 2740.281473 = -405805.957404
  nChanged 18
		SP:Iteration 23Q (99153.510000 sec): 3 clusters
  Score: Raw -408551.409257 + Penalty 2740.281473 = -405811.127784
  nChanged 17
		SP:Iteration 24Q (99153.690000 sec): 3 clusters
  Score: Raw -408556.504951 + Penalty 2740.281473 = -405816.223478
  nChanged 13
		SP:Iteration 25Q (99153.860000 sec): 3 clusters
  Score: Raw -408562.573426 + Penalty 2740.281473 = -405822.291952
  nChanged 19
		SP:Iteration 26Q (99154.040000 sec): 3 clusters
  Score: Raw -408569.732261 + Penalty 2740.281473 = -405829.450787
  nChanged 19
		SP:Iteration 27Q (99154.210000 sec): 3 clusters
  Score: Raw -408575.106309 + Penalty 2740.281473 = -405834.824835
  nChanged 9
		SP:Iteration 28Q (99154.390000 sec): 3 clusters
  Score: Raw -408578.789386 + Penalty 2740.281473 = -405838.507912
  nChanged 13
		SP:Iteration 29Q (99154.570000 sec): 3 clusters
  Score: Raw -408583.332547 + Penalty 2740.281473 = -405843.051074
  nChanged 11
		SP:Iteration 30Q (99154.740000 sec): 3 clusters
  Score: Raw -408586.060382 + Penalty 2740.281473 = -405845.778908
  nChanged 10
		SP:Iteration 31Q (99154.920000 sec): 3 clusters
  Score: Raw -408589.415436 + Penalty 2740.281473 = -405849.133962
  nChanged 5
		SP:Iteration 32Q (99155.090000 sec): 3 clusters
  Score: Raw -408590.236387 + Penalty 2740.281473 = -405849.954913
  nChanged 3
		SP:Iteration 33Q (99155.270000 sec): 3 clusters
  Score: Raw -408590.886103 + Penalty 2740.281473 = -405850.604630
  nChanged 1
		SP:Iteration 34Q (99155.450000 sec): 3 clusters
  Score: Raw -408591.021766 + Penalty 2740.281473 = -405850.740293
  nChanged 0
		SP:Iteration 35F (99155.620000 sec): 3 clusters
  Score: Raw -408591.021766 + Penalty 2740.281473 = -405850.740293
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (4638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99155.750000 sec): 2 clusters
  Score: Raw -396209.413522 + Penalty 1371.831259 = -394837.582263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99155.930000 sec): 3 clusters
  Score: Raw -393862.711807 + Penalty 2743.662518 = -391119.049289
  nChanged 1843
		SP:Iteration 1F (99156.100000 sec): 3 clusters
  Score: Raw -395027.854858 + Penalty 2743.662518 = -392284.192340
  nChanged 423
		SP:Iteration 2F (99156.280000 sec): 3 clusters
  Score: Raw -395435.328561 + Penalty 2743.662518 = -392691.666043
  nChanged 407
		SP:Iteration 3F (99156.500000 sec): 3 clusters
  Score: Raw -395831.015239 + Penalty 2743.662518 = -393087.352720
  nChanged 342
		SP:Iteration 4F (99156.640000 sec): 3 clusters
  Score: Raw -396133.561434 + Penalty 2743.662518 = -393389.898915
  nChanged 253
		SP:Iteration 5F (99156.810000 sec): 3 clusters
  Score: Raw -396332.926568 + Penalty 2743.662518 = -393589.264050
  nChanged 196
		SP:Iteration 6Q (99156.990000 sec): 3 clusters
  Score: Raw -396465.344110 + Penalty 2743.662518 = -393721.681592
  nChanged 144
		SP:Iteration 7Q (99157.170000 sec): 3 clusters
  Score: Raw -396552.321553 + Penalty 2743.662518 = -393808.659035
  nChanged 108
		SP:Iteration 8Q (99157.340000 sec): 3 clusters
  Score: Raw -396619.200166 + Penalty 2743.662518 = -393875.537648
  nChanged 71
		SP:Iteration 9Q (99157.520000 sec): 3 clusters
  Score: Raw -396653.182460 + Penalty 2743.662518 = -393909.519942
  nChanged 56
		SP:Iteration 10Q (99157.690000 sec): 3 clusters
  Score: Raw -396678.050791 + Penalty 2743.662518 = -393934.388273
  nChanged 46
		SP:Iteration 11Q (99157.870000 sec): 3 clusters
  Score: Raw -396697.701340 + Penalty 2743.662518 = -393954.038822
  nChanged 39
		SP:Iteration 12Q (99158.050000 sec): 3 clusters
  Score: Raw -396720.665300 + Penalty 2743.662518 = -393977.002781
  nChanged 47
		SP:Iteration 13Q (99158.220000 sec): 3 clusters
  Score: Raw -396742.877978 + Penalty 2743.662518 = -393999.215460
  nChanged 49
		SP:Iteration 14Q (99158.390000 sec): 3 clusters
  Score: Raw -396771.551405 + Penalty 2743.662518 = -394027.888887
  nChanged 45
		SP:Iteration 15Q (99158.570000 sec): 3 clusters
  Score: Raw -396798.671193 + Penalty 2743.662518 = -394055.008675
  nChanged 47
		SP:Iteration 16Q (99158.750000 sec): 3 clusters
  Score: Raw -396824.048939 + Penalty 2743.662518 = -394080.386420
  nChanged 38
		SP:Iteration 17Q (99158.920000 sec): 3 clusters
  Score: Raw -396843.420690 + Penalty 2743.662518 = -394099.758172
  nChanged 32
		SP:Iteration 18Q (99159.100000 sec): 3 clusters
  Score: Raw -396855.442380 + Penalty 2743.662518 = -394111.779862
  nChanged 23
		SP:Iteration 19Q (99159.270000 sec): 3 clusters
  Score: Raw -396864.829518 + Penalty 2743.662518 = -394121.167000
  nChanged 20
		SP:Iteration 20F (99159.450000 sec): 3 clusters
  Score: Raw -396871.605637 + Penalty 2743.662518 = -394127.943119
  nChanged 9
		SP:Iteration 21Q (99159.630000 sec): 3 clusters
  Score: Raw -396874.337030 + Penalty 2743.662518 = -394130.674512
  nChanged 9
		SP:Iteration 22Q (99159.800000 sec): 3 clusters
  Score: Raw -396877.471213 + Penalty 2743.662518 = -394133.808695
  nChanged 8
		SP:Iteration 23Q (99159.980000 sec): 3 clusters
  Score: Raw -396879.496307 + Penalty 2743.662518 = -394135.833789
  nChanged 6
		SP:Iteration 24Q (99160.150000 sec): 3 clusters
  Score: Raw -396883.268949 + Penalty 2743.662518 = -394139.606430
  nChanged 10
		SP:Iteration 25Q (99160.330000 sec): 3 clusters
  Score: Raw -396890.296998 + Penalty 2743.662518 = -394146.634479
  nChanged 17
		SP:Iteration 26Q (99160.490000 sec): 3 clusters
  Score: Raw -396898.904217 + Penalty 2743.662518 = -394155.241699
  nChanged 15
		SP:Iteration 27Q (99160.670000 sec): 3 clusters
  Score: Raw -396904.912377 + Penalty 2743.662518 = -394161.249859
  nChanged 10
		SP:Iteration 28Q (99160.840000 sec): 3 clusters
  Score: Raw -396908.183230 + Penalty 2743.662518 = -394164.520711
  nChanged 10
		SP:Iteration 29Q (99161.020000 sec): 3 clusters
  Score: Raw -396910.889664 + Penalty 2743.662518 = -394167.227146
  nChanged 7
		SP:Iteration 30Q (99161.190000 sec): 3 clusters
  Score: Raw -396914.628021 + Penalty 2743.662518 = -394170.965502
  nChanged 9
		SP:Iteration 31Q (99161.370000 sec): 3 clusters
  Score: Raw -396917.420111 + Penalty 2743.662518 = -394173.757592
  nChanged 6
		SP:Iteration 32Q (99161.550000 sec): 3 clusters
  Score: Raw -396919.842597 + Penalty 2743.662518 = -394176.180078
  nChanged 7
		SP:Iteration 33Q (99161.720000 sec): 3 clusters
  Score: Raw -396924.549885 + Penalty 2743.662518 = -394180.887367
  nChanged 10
		SP:Iteration 34Q (99161.900000 sec): 3 clusters
  Score: Raw -396932.955024 + Penalty 2743.662518 = -394189.292506
  nChanged 12
		SP:Iteration 35Q (99162.070000 sec): 3 clusters
  Score: Raw -396942.709958 + Penalty 2743.662518 = -394199.047440
  nChanged 13
		SP:Iteration 36Q (99162.250000 sec): 3 clusters
  Score: Raw -396955.216057 + Penalty 2743.662518 = -394211.553538
  nChanged 15
		SP:Iteration 37Q (99162.430000 sec): 3 clusters
  Score: Raw -396963.035051 + Penalty 2743.662518 = -394219.372533
  nChanged 15
		SP:Iteration 38Q (99162.600000 sec): 3 clusters
  Score: Raw -396970.857658 + Penalty 2743.662518 = -394227.195140
  nChanged 11
		SP:Iteration 39Q (99162.780000 sec): 3 clusters
  Score: Raw -396976.204065 + Penalty 2743.662518 = -394232.541546
  nChanged 8
		SP:Iteration 40F (99162.950000 sec): 3 clusters
  Score: Raw -396979.897966 + Penalty 2743.662518 = -394236.235448
  nChanged 8
		SP:Iteration 41Q (99163.130000 sec): 3 clusters
  Score: Raw -396982.121584 + Penalty 2743.662518 = -394238.459066
  nChanged 6
		SP:Iteration 42Q (99163.310000 sec): 3 clusters
  Score: Raw -396984.689142 + Penalty 2743.662518 = -394241.026623
  nChanged 4
		SP:Iteration 43Q (99163.480000 sec): 3 clusters
  Score: Raw -396986.046334 + Penalty 2743.662518 = -394242.383816
  nChanged 3
		SP:Iteration 44Q (99163.650000 sec): 3 clusters
  Score: Raw -396987.187063 + Penalty 2743.662518 = -394243.524545
  nChanged 1
		SP:Iteration 45Q (99163.830000 sec): 3 clusters
  Score: Raw -396987.747438 + Penalty 2743.662518 = -394244.084919
  nChanged 0
		SP:Iteration 46F (99164.010000 sec): 3 clusters
  Score: Raw -396987.747438 + Penalty 2743.662518 = -394244.084919
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (3578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99164.100000 sec): 2 clusters
  Score: Raw -262256.601706 + Penalty 1329.665880 = -260926.935826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99164.320000 sec): 3 clusters
  Score: Raw -260564.700308 + Penalty 2659.331761 = -257905.368547
  nChanged 1408
		SP:Iteration 1F (99164.500000 sec): 3 clusters
  Score: Raw -261594.809202 + Penalty 2659.331761 = -258935.477441
  nChanged 371
		SP:Iteration 2F (99164.670000 sec): 3 clusters
  Score: Raw -262006.994275 + Penalty 2659.331761 = -259347.662514
  nChanged 284
		SP:Iteration 3F (99164.850000 sec): 3 clusters
  Score: Raw -262289.643734 + Penalty 2659.331761 = -259630.311973
  nChanged 211
		SP:Iteration 4F (99165.030000 sec): 3 clusters
  Score: Raw -262499.513606 + Penalty 2659.331761 = -259840.181845
  nChanged 168
		SP:Iteration 5Q (99165.200000 sec): 3 clusters
  Score: Raw -262650.389909 + Penalty 2659.331761 = -259991.058148
  nChanged 134
		SP:Iteration 6Q (99165.380000 sec): 3 clusters
  Score: Raw -262758.452711 + Penalty 2659.331761 = -260099.120951
  nChanged 102
		SP:Iteration 7Q (99165.550000 sec): 3 clusters
  Score: Raw -262839.881402 + Penalty 2659.331761 = -260180.549641
  nChanged 86
		SP:Iteration 8Q (99165.730000 sec): 3 clusters
  Score: Raw -262900.289721 + Penalty 2659.331761 = -260240.957960
  nChanged 75
		SP:Iteration 9Q (99165.900000 sec): 3 clusters
  Score: Raw -262961.942540 + Penalty 2659.331761 = -260302.610779
  nChanged 74
		SP:Iteration 10Q (99166.080000 sec): 3 clusters
  Score: Raw -263020.977895 + Penalty 2659.331761 = -260361.646134
  nChanged 65
		SP:Iteration 11Q (99166.250000 sec): 3 clusters
  Score: Raw -263076.577600 + Penalty 2659.331761 = -260417.245840
  nChanged 50
		SP:Iteration 12Q (99166.430000 sec): 3 clusters
  Score: Raw -263113.617474 + Penalty 2659.331761 = -260454.285713
  nChanged 54
		SP:Iteration 13Q (99166.610000 sec): 3 clusters
  Score: Raw -263150.437126 + Penalty 2659.331761 = -260491.105365
  nChanged 33
		SP:Iteration 14Q (99166.780000 sec): 3 clusters
  Score: Raw -263172.818234 + Penalty 2659.331761 = -260513.486473
  nChanged 29
		SP:Iteration 15Q (99166.960000 sec): 3 clusters
  Score: Raw -263184.150996 + Penalty 2659.331761 = -260524.819235
  nChanged 19
		SP:Iteration 16Q (99167.130000 sec): 3 clusters
  Score: Raw -263190.281912 + Penalty 2659.331761 = -260530.950151
  nChanged 15
		SP:Iteration 17Q (99167.310000 sec): 3 clusters
  Score: Raw -263196.898893 + Penalty 2659.331761 = -260537.567132
  nChanged 9
		SP:Iteration 18Q (99167.490000 sec): 3 clusters
  Score: Raw -263201.341722 + Penalty 2659.331761 = -260542.009962
  nChanged 7
		SP:Iteration 19Q (99167.660000 sec): 3 clusters
  Score: Raw -263205.620540 + Penalty 2659.331761 = -260546.288780
  nChanged 9
		SP:Iteration 20F (99167.840000 sec): 3 clusters
  Score: Raw -263209.389963 + Penalty 2659.331761 = -260550.058202
  nChanged 8
		SP:Iteration 21Q (99168.010000 sec): 3 clusters
  Score: Raw -263211.939407 + Penalty 2659.331761 = -260552.607646
  nChanged 2
		SP:Iteration 22Q (99168.190000 sec): 3 clusters
  Score: Raw -263212.831442 + Penalty 2659.331761 = -260553.499681
  nChanged 3
		SP:Iteration 23Q (99168.370000 sec): 3 clusters
  Score: Raw -263213.521647 + Penalty 2659.331761 = -260554.189886
  nChanged 2
		SP:Iteration 24Q (99168.540000 sec): 3 clusters
  Score: Raw -263214.064939 + Penalty 2659.331761 = -260554.733178
  nChanged 0
		SP:Iteration 25F (99168.720000 sec): 3 clusters
  Score: Raw -263214.064939 + Penalty 2659.331761 = -260554.733178
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (6298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99168.810000 sec): 2 clusters
  Score: Raw -530262.909823 + Penalty 1421.547953 = -528841.361871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99169.030000 sec): 3 clusters
  Score: Raw -526887.799712 + Penalty 2843.095906 = -524044.703806
  nChanged 2666
		SP:Iteration 1F (99169.200000 sec): 3 clusters
  Score: Raw -528689.704048 + Penalty 2843.095906 = -525846.608143
  nChanged 627
		SP:Iteration 2F (99169.360000 sec): 3 clusters
  Score: Raw -529332.390648 + Penalty 2843.095906 = -526489.294742
  nChanged 577
		SP:Iteration 3F (99169.530000 sec): 3 clusters
  Score: Raw -529847.428912 + Penalty 2843.095906 = -527004.333006
  nChanged 470
		SP:Iteration 4F (99169.690000 sec): 3 clusters
  Score: Raw -530205.852575 + Penalty 2843.095906 = -527362.756669
  nChanged 355
		SP:Iteration 5F (99169.850000 sec): 3 clusters
  Score: Raw -530425.581553 + Penalty 2843.095906 = -527582.485647
  nChanged 230
		SP:Iteration 6Q (99170.020000 sec): 3 clusters
  Score: Raw -530537.832516 + Penalty 2843.095906 = -527694.736610
  nChanged 157
		SP:Iteration 7Q (99170.190000 sec): 3 clusters
  Score: Raw -530611.719200 + Penalty 2843.095906 = -527768.623294
  nChanged 108
		SP:Iteration 8Q (99170.350000 sec): 3 clusters
  Score: Raw -530652.184267 + Penalty 2843.095906 = -527809.088361
  nChanged 84
		SP:Iteration 9Q (99170.520000 sec): 3 clusters
  Score: Raw -530681.944042 + Penalty 2843.095906 = -527838.848137
  nChanged 68
		SP:Iteration 10Q (99170.680000 sec): 3 clusters
  Score: Raw -530703.903277 + Penalty 2843.095906 = -527860.807372
  nChanged 52
		SP:Iteration 11Q (99170.840000 sec): 3 clusters
  Score: Raw -530717.285236 + Penalty 2843.095906 = -527874.189331
  nChanged 44
		SP:Iteration 12Q (99171.010000 sec): 3 clusters
  Score: Raw -530729.917607 + Penalty 2843.095906 = -527886.821702
  nChanged 31
		SP:Iteration 13Q (99171.170000 sec): 3 clusters
  Score: Raw -530740.220776 + Penalty 2843.095906 = -527897.124871
  nChanged 31
		SP:Iteration 14Q (99171.340000 sec): 3 clusters
  Score: Raw -530747.434146 + Penalty 2843.095906 = -527904.338241
  nChanged 31
		SP:Iteration 15Q (99171.500000 sec): 3 clusters
  Score: Raw -530755.040362 + Penalty 2843.095906 = -527911.944456
  nChanged 20
		SP:Iteration 16Q (99171.670000 sec): 3 clusters
  Score: Raw -530759.540851 + Penalty 2843.095906 = -527916.444945
  nChanged 17
		SP:Iteration 17Q (99171.830000 sec): 3 clusters
  Score: Raw -530764.683659 + Penalty 2843.095906 = -527921.587753
  nChanged 22
		SP:Iteration 18Q (99172.000000 sec): 3 clusters
  Score: Raw -530772.127830 + Penalty 2843.095906 = -527929.031924
  nChanged 23
		SP:Iteration 19Q (99172.160000 sec): 3 clusters
  Score: Raw -530778.066157 + Penalty 2843.095906 = -527934.970251
  nChanged 16
		SP:Iteration 20F (99172.320000 sec): 3 clusters
  Score: Raw -530783.552875 + Penalty 2843.095906 = -527940.456970
  nChanged 25
		SP:Iteration 21Q (99172.490000 sec): 3 clusters
  Score: Raw -530791.641492 + Penalty 2843.095906 = -527948.545586
  nChanged 24
		SP:Iteration 22Q (99172.660000 sec): 3 clusters
  Score: Raw -530798.524707 + Penalty 2843.095906 = -527955.428802
  nChanged 27
		SP:Iteration 23Q (99172.820000 sec): 3 clusters
  Score: Raw -530808.058364 + Penalty 2843.095906 = -527964.962459
  nChanged 27
		SP:Iteration 24Q (99172.980000 sec): 3 clusters
  Score: Raw -530816.197372 + Penalty 2843.095906 = -527973.101466
  nChanged 20
		SP:Iteration 25Q (99173.150000 sec): 3 clusters
  Score: Raw -530820.878426 + Penalty 2843.095906 = -527977.782520
  nChanged 15
		SP:Iteration 26Q (99173.310000 sec): 3 clusters
  Score: Raw -530826.074231 + Penalty 2843.095906 = -527982.978325
  nChanged 17
		SP:Iteration 27Q (99173.480000 sec): 3 clusters
  Score: Raw -530829.720680 + Penalty 2843.095906 = -527986.624774
  nChanged 10
		SP:Iteration 28Q (99173.690000 sec): 3 clusters
  Score: Raw -530831.859480 + Penalty 2843.095906 = -527988.763574
  nChanged 8
		SP:Iteration 29Q (99173.850000 sec): 3 clusters
  Score: Raw -530834.260939 + Penalty 2843.095906 = -527991.165034
  nChanged 12
		SP:Iteration 30Q (99174.020000 sec): 3 clusters
  Score: Raw -530837.639552 + Penalty 2843.095906 = -527994.543647
  nChanged 16
		SP:Iteration 31Q (99174.180000 sec): 3 clusters
  Score: Raw -530842.985960 + Penalty 2843.095906 = -527999.890054
  nChanged 15
		SP:Iteration 32Q (99174.350000 sec): 3 clusters
  Score: Raw -530848.617193 + Penalty 2843.095906 = -528005.521287
  nChanged 16
		SP:Iteration 33Q (99174.510000 sec): 3 clusters
  Score: Raw -530853.473950 + Penalty 2843.095906 = -528010.378045
  nChanged 20
		SP:Iteration 34Q (99174.680000 sec): 3 clusters
  Score: Raw -530860.318028 + Penalty 2843.095906 = -528017.222123
  nChanged 22
		SP:Iteration 35Q (99174.840000 sec): 3 clusters
  Score: Raw -530867.386346 + Penalty 2843.095906 = -528024.290441
  nChanged 19
		SP:Iteration 36Q (99175.000000 sec): 3 clusters
  Score: Raw -530872.217676 + Penalty 2843.095906 = -528029.121771
  nChanged 13
		SP:Iteration 37Q (99175.170000 sec): 3 clusters
  Score: Raw -530874.860442 + Penalty 2843.095906 = -528031.764537
  nChanged 8
		SP:Iteration 38Q (99175.340000 sec): 3 clusters
  Score: Raw -530876.427253 + Penalty 2843.095906 = -528033.331348
  nChanged 11
		SP:Iteration 39Q (99175.540000 sec): 3 clusters
  Score: Raw -530878.324364 + Penalty 2843.095906 = -528035.228458
  nChanged 8
		SP:Iteration 40F (99175.710000 sec): 3 clusters
  Score: Raw -530879.847721 + Penalty 2843.095906 = -528036.751816
  nChanged 5
		SP:Iteration 41Q (99175.870000 sec): 3 clusters
  Score: Raw -530880.734022 + Penalty 2843.095906 = -528037.638116
  nChanged 4
		SP:Iteration 42Q (99176.040000 sec): 3 clusters
  Score: Raw -530881.489799 + Penalty 2843.095906 = -528038.393893
  nChanged 5
		SP:Iteration 43Q (99176.200000 sec): 3 clusters
  Score: Raw -530882.512726 + Penalty 2843.095906 = -528039.416820
  nChanged 5
		SP:Iteration 44Q (99176.410000 sec): 3 clusters
  Score: Raw -530883.197231 + Penalty 2843.095906 = -528040.101326
  nChanged 3
		SP:Iteration 45Q (99176.620000 sec): 3 clusters
  Score: Raw -530883.922583 + Penalty 2843.095906 = -528040.826677
  nChanged 7
		SP:Iteration 46Q (99176.780000 sec): 3 clusters
  Score: Raw -530886.389146 + Penalty 2843.095906 = -528043.293241
  nChanged 10
		SP:Iteration 47Q (99176.940000 sec): 3 clusters
  Score: Raw -530889.551251 + Penalty 2843.095906 = -528046.455345
  nChanged 8
		SP:Iteration 48Q (99177.110000 sec): 3 clusters
  Score: Raw -530891.243290 + Penalty 2843.095906 = -528048.147384
  nChanged 6
		SP:Iteration 49Q (99177.280000 sec): 3 clusters
  Score: Raw -530893.107235 + Penalty 2843.095906 = -528050.011330
  nChanged 8
		SP:Iteration 50Q (99177.440000 sec): 3 clusters
  Score: Raw -530895.285534 + Penalty 2843.095906 = -528052.189628
  nChanged 5
		SP:Iteration 51Q (99177.600000 sec): 3 clusters
  Score: Raw -530896.868581 + Penalty 2843.095906 = -528053.772675
  nChanged 8
		SP:Iteration 52Q (99177.810000 sec): 3 clusters
  Score: Raw -530899.957829 + Penalty 2843.095906 = -528056.861923
  nChanged 13
		SP:Iteration 53Q (99177.980000 sec): 3 clusters
  Score: Raw -530903.723903 + Penalty 2843.095906 = -528060.627998
  nChanged 11
		SP:Iteration 54Q (99178.140000 sec): 3 clusters
  Score: Raw -530905.967672 + Penalty 2843.095906 = -528062.871766
  nChanged 9
		SP:Iteration 55Q (99178.300000 sec): 3 clusters
  Score: Raw -530909.377445 + Penalty 2843.095906 = -528066.281539
  nChanged 17
		SP:Iteration 56Q (99178.470000 sec): 3 clusters
  Score: Raw -530915.598463 + Penalty 2843.095906 = -528072.502558
  nChanged 19
		SP:Iteration 57Q (99178.630000 sec): 3 clusters
  Score: Raw -530925.110762 + Penalty 2843.095906 = -528082.014857
  nChanged 16
		SP:Iteration 58Q (99178.800000 sec): 3 clusters
  Score: Raw -530932.041214 + Penalty 2843.095906 = -528088.945308
  nChanged 9
		SP:Iteration 59Q (99178.960000 sec): 3 clusters
  Score: Raw -530936.021477 + Penalty 2843.095906 = -528092.925571
  nChanged 14
		SP:Iteration 60F (99179.130000 sec): 3 clusters
  Score: Raw -530941.341886 + Penalty 2843.095906 = -528098.245980
  nChanged 23
		SP:Iteration 61Q (99179.290000 sec): 3 clusters
  Score: Raw -530947.856065 + Penalty 2843.095906 = -528104.760159
  nChanged 20
		SP:Iteration 62Q (99179.490000 sec): 3 clusters
  Score: Raw -530954.301401 + Penalty 2843.095906 = -528111.205496
  nChanged 15
		SP:Iteration 63Q (99179.590000 sec): 3 clusters
  Score: Raw -530958.619213 + Penalty 2843.095906 = -528115.523308
  nChanged 12
		SP:Iteration 64Q (99179.790000 sec): 3 clusters
  Score: Raw -530962.634166 + Penalty 2843.095906 = -528119.538261
  nChanged 14
		SP:Iteration 65Q (99179.960000 sec): 3 clusters
  Score: Raw -530967.176907 + Penalty 2843.095906 = -528124.081001
  nChanged 12
		SP:Iteration 66Q (99180.120000 sec): 3 clusters
  Score: Raw -530971.339112 + Penalty 2843.095906 = -528128.243207
  nChanged 15
		SP:Iteration 67Q (99180.280000 sec): 3 clusters
  Score: Raw -530975.235534 + Penalty 2843.095906 = -528132.139629
  nChanged 9
		SP:Iteration 68Q (99180.450000 sec): 3 clusters
  Score: Raw -530977.354552 + Penalty 2843.095906 = -528134.258646
  nChanged 8
		SP:Iteration 69Q (99180.620000 sec): 3 clusters
  Score: Raw -530978.819032 + Penalty 2843.095906 = -528135.723127
  nChanged 6
		SP:Iteration 70Q (99180.780000 sec): 3 clusters
  Score: Raw -530979.968589 + Penalty 2843.095906 = -528136.872683
  nChanged 7
		SP:Iteration 71Q (99180.990000 sec): 3 clusters
  Score: Raw -530982.038854 + Penalty 2843.095906 = -528138.942949
  nChanged 7
		SP:Iteration 72Q (99181.150000 sec): 3 clusters
  Score: Raw -530983.593885 + Penalty 2843.095906 = -528140.497979
  nChanged 6
		SP:Iteration 73Q (99181.320000 sec): 3 clusters
  Score: Raw -530984.546422 + Penalty 2843.095906 = -528141.450516
  nChanged 7
		SP:Iteration 74Q (99181.480000 sec): 3 clusters
  Score: Raw -530986.492033 + Penalty 2843.095906 = -528143.396127
  nChanged 4
		SP:Iteration 75Q (99181.640000 sec): 3 clusters
  Score: Raw -530988.654537 + Penalty 2843.095906 = -528145.558631
  nChanged 10
		SP:Iteration 76Q (99181.810000 sec): 3 clusters
  Score: Raw -530993.075622 + Penalty 2843.095906 = -528149.979717
  nChanged 10
		SP:Iteration 77Q (99181.970000 sec): 3 clusters
  Score: Raw -530996.963159 + Penalty 2843.095906 = -528153.867253
  nChanged 19
		SP:Iteration 78Q (99182.140000 sec): 3 clusters
  Score: Raw -531003.907191 + Penalty 2843.095906 = -528160.811285
  nChanged 21
		SP:Iteration 79Q (99182.340000 sec): 3 clusters
  Score: Raw -531008.689855 + Penalty 2843.095906 = -528165.593950
  nChanged 12
		SP:Iteration 80F (99182.510000 sec): 3 clusters
  Score: Raw -531013.752686 + Penalty 2843.095906 = -528170.656781
  nChanged 15
		SP:Iteration 81Q (99182.680000 sec): 3 clusters
  Score: Raw -531018.906004 + Penalty 2843.095906 = -528175.810098
  nChanged 11
		SP:Iteration 82Q (99182.870000 sec): 3 clusters
  Score: Raw -531021.484430 + Penalty 2843.095906 = -528178.388524
  nChanged 8
		SP:Iteration 83Q (99183.050000 sec): 3 clusters
  Score: Raw -531023.011255 + Penalty 2843.095906 = -528179.915349
  nChanged 7
		SP:Iteration 84Q (99183.210000 sec): 3 clusters
  Score: Raw -531024.785811 + Penalty 2843.095906 = -528181.689906
  nChanged 7
		SP:Iteration 85Q (99183.380000 sec): 3 clusters
  Score: Raw -531026.663268 + Penalty 2843.095906 = -528183.567362
  nChanged 4
		SP:Iteration 86Q (99183.580000 sec): 3 clusters
  Score: Raw -531027.815681 + Penalty 2843.095906 = -528184.719776
  nChanged 2
		SP:Iteration 87Q (99183.800000 sec): 3 clusters
  Score: Raw -531028.517177 + Penalty 2843.095906 = -528185.421271
  nChanged 4
		SP:Iteration 88Q (99183.940000 sec): 3 clusters
  Score: Raw -531029.717441 + Penalty 2843.095906 = -528186.621535
  nChanged 3
		SP:Iteration 89Q (99184.150000 sec): 3 clusters
  Score: Raw -531031.013751 + Penalty 2843.095906 = -528187.917846
  nChanged 4
		SP:Iteration 90Q (99184.360000 sec): 3 clusters
  Score: Raw -531031.392877 + Penalty 2843.095906 = -528188.296971
  nChanged 1
		SP:Iteration 91Q (99184.560000 sec): 3 clusters
  Score: Raw -531031.813955 + Penalty 2843.095906 = -528188.718050
  nChanged 1
		SP:Iteration 92Q (99184.770000 sec): 3 clusters
  Score: Raw -531031.971525 + Penalty 2843.095906 = -528188.875619
  nChanged 0
		SP:Iteration 93F (99184.940000 sec): 3 clusters
  Score: Raw -531031.971525 + Penalty 2843.095906 = -528188.875619
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99185.100000 sec): 2 clusters
  Score: Raw -994508.270907 + Penalty 1504.546796 = -993003.724112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99185.310000 sec): 3 clusters
  Score: Raw -988602.616800 + Penalty 3009.093591 = -985593.523209
  nChanged 4535
		SP:Iteration 1F (99185.540000 sec): 3 clusters
  Score: Raw -991029.191251 + Penalty 3009.093591 = -988020.097660
  nChanged 643
		SP:Iteration 2F (99185.840000 sec): 3 clusters
  Score: Raw -991309.390165 + Penalty 3009.093591 = -988300.296574
  nChanged 564
		SP:Iteration 3F (99186.030000 sec): 3 clusters
  Score: Raw -991581.954616 + Penalty 3009.093591 = -988572.861025
  nChanged 605
		SP:Iteration 4F (99186.290000 sec): 3 clusters
  Score: Raw -991936.256457 + Penalty 3009.093591 = -988927.162866
  nChanged 627
		SP:Iteration 5F (99186.520000 sec): 3 clusters
  Score: Raw -992304.021823 + Penalty 3009.093591 = -989294.928232
  nChanged 607
		SP:Iteration 6F (99186.740000 sec): 3 clusters
  Score: Raw -992675.987274 + Penalty 3009.093591 = -989666.893683
  nChanged 579
		SP:Iteration 7F (99186.960000 sec): 3 clusters
  Score: Raw -993040.805257 + Penalty 3009.093591 = -990031.711666
  nChanged 488
		SP:Iteration 8Q (99187.180000 sec): 3 clusters
  Score: Raw -993336.489537 + Penalty 3009.093591 = -990327.395946
  nChanged 397
		SP:Iteration 9Q (99187.400000 sec): 3 clusters
  Score: Raw -993574.600265 + Penalty 3009.093591 = -990565.506674
  nChanged 353
		SP:Iteration 10Q (99187.620000 sec): 3 clusters
  Score: Raw -993786.950468 + Penalty 3009.093591 = -990777.856877
  nChanged 301
		SP:Iteration 11Q (99187.840000 sec): 3 clusters
  Score: Raw -993982.212898 + Penalty 3009.093591 = -990973.119306
  nChanged 262
		SP:Iteration 12Q (99188.060000 sec): 3 clusters
  Score: Raw -994141.697790 + Penalty 3009.093591 = -991132.604198
  nChanged 209
		SP:Iteration 13Q (99188.280000 sec): 3 clusters
  Score: Raw -994274.064274 + Penalty 3009.093591 = -991264.970683
  nChanged 163
		SP:Iteration 14Q (99188.500000 sec): 3 clusters
  Score: Raw -994362.841920 + Penalty 3009.093591 = -991353.748329
  nChanged 113
		SP:Iteration 15Q (99188.720000 sec): 3 clusters
  Score: Raw -994421.998554 + Penalty 3009.093591 = -991412.904963
  nChanged 100
		SP:Iteration 16Q (99188.940000 sec): 3 clusters
  Score: Raw -994469.424447 + Penalty 3009.093591 = -991460.330856
  nChanged 78
		SP:Iteration 17Q (99189.160000 sec): 3 clusters
  Score: Raw -994506.017929 + Penalty 3009.093591 = -991496.924338
  nChanged 59
		SP:Iteration 18Q (99189.380000 sec): 3 clusters
  Score: Raw -994540.780753 + Penalty 3009.093591 = -991531.687162
  nChanged 65
		SP:Iteration 19Q (99189.610000 sec): 3 clusters
  Score: Raw -994571.223386 + Penalty 3009.093591 = -991562.129795
  nChanged 66
		SP:Iteration 20F (99189.830000 sec): 3 clusters
  Score: Raw -994605.259408 + Penalty 3009.093591 = -991596.165816
  nChanged 60
		SP:Iteration 21Q (99190.050000 sec): 3 clusters
  Score: Raw -994634.236966 + Penalty 3009.093591 = -991625.143375
  nChanged 53
		SP:Iteration 22Q (99190.270000 sec): 3 clusters
  Score: Raw -994659.758235 + Penalty 3009.093591 = -991650.664644
  nChanged 35
		SP:Iteration 23Q (99190.500000 sec): 3 clusters
  Score: Raw -994677.152549 + Penalty 3009.093591 = -991668.058958
  nChanged 33
		SP:Iteration 24Q (99190.800000 sec): 3 clusters
  Score: Raw -994692.801753 + Penalty 3009.093591 = -991683.708162
  nChanged 27
		SP:Iteration 25Q (99190.940000 sec): 3 clusters
  Score: Raw -994703.267653 + Penalty 3009.093591 = -991694.174062
  nChanged 23
		SP:Iteration 26Q (99191.160000 sec): 3 clusters
  Score: Raw -994713.356912 + Penalty 3009.093591 = -991704.263321
  nChanged 21
		SP:Iteration 27Q (99191.380000 sec): 3 clusters
  Score: Raw -994720.973166 + Penalty 3009.093591 = -991711.879575
  nChanged 20
		SP:Iteration 28Q (99191.600000 sec): 3 clusters
  Score: Raw -994729.953070 + Penalty 3009.093591 = -991720.859479
  nChanged 21
		SP:Iteration 29Q (99191.860000 sec): 3 clusters
  Score: Raw -994737.788430 + Penalty 3009.093591 = -991728.694839
  nChanged 16
		SP:Iteration 30Q (99192.130000 sec): 3 clusters
  Score: Raw -994744.134374 + Penalty 3009.093591 = -991735.040783
  nChanged 18
		SP:Iteration 31Q (99192.350000 sec): 3 clusters
  Score: Raw -994750.551147 + Penalty 3009.093591 = -991741.457556
  nChanged 11
		SP:Iteration 32Q (99192.570000 sec): 3 clusters
  Score: Raw -994754.460484 + Penalty 3009.093591 = -991745.366893
  nChanged 11
		SP:Iteration 33Q (99192.790000 sec): 3 clusters
  Score: Raw -994759.020419 + Penalty 3009.093591 = -991749.926828
  nChanged 7
		SP:Iteration 34Q (99193.010000 sec): 3 clusters
  Score: Raw -994762.533177 + Penalty 3009.093591 = -991753.439586
  nChanged 8
		SP:Iteration 35Q (99193.230000 sec): 3 clusters
  Score: Raw -994765.829608 + Penalty 3009.093591 = -991756.736017
  nChanged 7
		SP:Iteration 36Q (99193.450000 sec): 3 clusters
  Score: Raw -994769.861024 + Penalty 3009.093591 = -991760.767433
  nChanged 8
		SP:Iteration 37Q (99193.670000 sec): 3 clusters
  Score: Raw -994772.185271 + Penalty 3009.093591 = -991763.091680
  nChanged 3
		SP:Iteration 38Q (99193.940000 sec): 3 clusters
  Score: Raw -994773.244745 + Penalty 3009.093591 = -991764.151153
  nChanged 1
		SP:Iteration 39Q (99194.200000 sec): 3 clusters
  Score: Raw -994773.719330 + Penalty 3009.093591 = -991764.625739
  nChanged 3
		SP:Iteration 40F (99194.340000 sec): 3 clusters
  Score: Raw -994775.070503 + Penalty 3009.093591 = -991765.976912
  nChanged 4
		SP:Iteration 41Q (99194.570000 sec): 3 clusters
  Score: Raw -994776.023267 + Penalty 3009.093591 = -991766.929676
  nChanged 3
		SP:Iteration 42Q (99194.790000 sec): 3 clusters
  Score: Raw -994777.051413 + Penalty 3009.093591 = -991767.957822
  nChanged 5
		SP:Iteration 43Q (99195.020000 sec): 3 clusters
  Score: Raw -994779.209855 + Penalty 3009.093591 = -991770.116264
  nChanged 2
		SP:Iteration 44Q (99195.330000 sec): 3 clusters
  Score: Raw -994779.996423 + Penalty 3009.093591 = -991770.902832
  nChanged 3
		SP:Iteration 45Q (99195.470000 sec): 3 clusters
  Score: Raw -994780.905476 + Penalty 3009.093591 = -991771.811885
  nChanged 2
		SP:Iteration 46Q (99195.680000 sec): 3 clusters
  Score: Raw -994782.074444 + Penalty 3009.093591 = -991772.980853
  nChanged 2
		SP:Iteration 47Q (99195.950000 sec): 3 clusters
  Score: Raw -994782.888689 + Penalty 3009.093591 = -991773.795098
  nChanged 1
		SP:Iteration 48Q (99196.210000 sec): 3 clusters
  Score: Raw -994783.024834 + Penalty 3009.093591 = -991773.931243
  nChanged 0
		SP:Iteration 49F (99196.370000 sec): 3 clusters
  Score: Raw -994783.024834 + Penalty 3009.093591 = -991773.931243
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (8502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99196.500000 sec): 2 clusters
  Score: Raw -747819.921595 + Penalty 1470.309215 = -746349.612380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99196.720000 sec): 3 clusters
  Score: Raw -743046.339472 + Penalty 2940.618430 = -740105.721042
  nChanged 3712
		SP:Iteration 1F (99196.910000 sec): 3 clusters
  Score: Raw -745186.428947 + Penalty 2940.618430 = -742245.810516
  nChanged 676
		SP:Iteration 2F (99197.100000 sec): 3 clusters
  Score: Raw -745634.167451 + Penalty 2940.618430 = -742693.549021
  nChanged 649
		SP:Iteration 3F (99197.300000 sec): 3 clusters
  Score: Raw -746110.649348 + Penalty 2940.618430 = -743170.030918
  nChanged 616
		SP:Iteration 4F (99197.490000 sec): 3 clusters
  Score: Raw -746587.841304 + Penalty 2940.618430 = -743647.222874
  nChanged 549
		SP:Iteration 5F (99197.690000 sec): 3 clusters
  Score: Raw -746971.904753 + Penalty 2940.618430 = -744031.286323
  nChanged 459
		SP:Iteration 6F (99197.880000 sec): 3 clusters
  Score: Raw -747252.684417 + Penalty 2940.618430 = -744312.065986
  nChanged 368
		SP:Iteration 7Q (99198.120000 sec): 3 clusters
  Score: Raw -747475.138548 + Penalty 2940.618430 = -744534.520118
  nChanged 288
		SP:Iteration 8Q (99198.310000 sec): 3 clusters
  Score: Raw -747661.465675 + Penalty 2940.618430 = -744720.847245
  nChanged 258
		SP:Iteration 9Q (99198.500000 sec): 3 clusters
  Score: Raw -747798.923503 + Penalty 2940.618430 = -744858.305073
  nChanged 205
		SP:Iteration 10Q (99198.700000 sec): 3 clusters
  Score: Raw -747913.130399 + Penalty 2940.618430 = -744972.511969
  nChanged 188
		SP:Iteration 11Q (99198.890000 sec): 3 clusters
  Score: Raw -748025.455544 + Penalty 2940.618430 = -745084.837113
  nChanged 150
		SP:Iteration 12Q (99199.080000 sec): 3 clusters
  Score: Raw -748093.648535 + Penalty 2940.618430 = -745153.030104
  nChanged 99
		SP:Iteration 13Q (99199.280000 sec): 3 clusters
  Score: Raw -748147.908413 + Penalty 2940.618430 = -745207.289983
  nChanged 102
		SP:Iteration 14Q (99199.470000 sec): 3 clusters
  Score: Raw -748207.159650 + Penalty 2940.618430 = -745266.541220
  nChanged 102
		SP:Iteration 15Q (99199.670000 sec): 3 clusters
  Score: Raw -748262.903558 + Penalty 2940.618430 = -745322.285128
  nChanged 86
		SP:Iteration 16Q (99199.910000 sec): 3 clusters
  Score: Raw -748301.791565 + Penalty 2940.618430 = -745361.173135
  nChanged 65
		SP:Iteration 17Q (99200.100000 sec): 3 clusters
  Score: Raw -748327.452991 + Penalty 2940.618430 = -745386.834560
  nChanged 49
		SP:Iteration 18Q (99200.280000 sec): 3 clusters
  Score: Raw -748343.560138 + Penalty 2940.618430 = -745402.941708
  nChanged 44
		SP:Iteration 19Q (99200.480000 sec): 3 clusters
  Score: Raw -748357.806148 + Penalty 2940.618430 = -745417.187717
  nChanged 47
		SP:Iteration 20F (99200.680000 sec): 3 clusters
  Score: Raw -748376.859950 + Penalty 2940.618430 = -745436.241520
  nChanged 40
		SP:Iteration 21Q (99200.870000 sec): 3 clusters
  Score: Raw -748394.758649 + Penalty 2940.618430 = -745454.140219
  nChanged 37
		SP:Iteration 22Q (99201.060000 sec): 3 clusters
  Score: Raw -748405.171221 + Penalty 2940.618430 = -745464.552791
  nChanged 29
		SP:Iteration 23Q (99201.260000 sec): 3 clusters
  Score: Raw -748413.064969 + Penalty 2940.618430 = -745472.446539
  nChanged 20
		SP:Iteration 24Q (99201.460000 sec): 3 clusters
  Score: Raw -748418.410337 + Penalty 2940.618430 = -745477.791907
  nChanged 24
		SP:Iteration 25Q (99201.690000 sec): 3 clusters
  Score: Raw -748425.689780 + Penalty 2940.618430 = -745485.071350
  nChanged 26
		SP:Iteration 26Q (99201.810000 sec): 3 clusters
  Score: Raw -748432.592503 + Penalty 2940.618430 = -745491.974073
  nChanged 19
		SP:Iteration 27Q (99201.940000 sec): 3 clusters
  Score: Raw -748436.065266 + Penalty 2940.618430 = -745495.446836
  nChanged 16
		SP:Iteration 28Q (99202.160000 sec): 3 clusters
  Score: Raw -748439.628730 + Penalty 2940.618430 = -745499.010299
  nChanged 11
		SP:Iteration 29Q (99202.440000 sec): 3 clusters
  Score: Raw -748441.544046 + Penalty 2940.618430 = -745500.925615
  nChanged 10
		SP:Iteration 30Q (99202.590000 sec): 3 clusters
  Score: Raw -748443.223512 + Penalty 2940.618430 = -745502.605082
  nChanged 10
		SP:Iteration 31Q (99202.810000 sec): 3 clusters
  Score: Raw -748445.146568 + Penalty 2940.618430 = -745504.528138
  nChanged 7
		SP:Iteration 32Q (99203.050000 sec): 3 clusters
  Score: Raw -748446.181585 + Penalty 2940.618430 = -745505.563155
  nChanged 6
		SP:Iteration 33Q (99203.240000 sec): 3 clusters
  Score: Raw -748447.019668 + Penalty 2940.618430 = -745506.401238
  nChanged 3
		SP:Iteration 34Q (99203.430000 sec): 3 clusters
  Score: Raw -748447.418580 + Penalty 2940.618430 = -745506.800149
  nChanged 3
		SP:Iteration 35Q (99203.630000 sec): 3 clusters
  Score: Raw -748447.934592 + Penalty 2940.618430 = -745507.316162
  nChanged 3
		SP:Iteration 36Q (99203.760000 sec): 3 clusters
  Score: Raw -748448.462957 + Penalty 2940.618430 = -745507.844527
  nChanged 4
		SP:Iteration 37Q (99203.900000 sec): 3 clusters
  Score: Raw -748449.129028 + Penalty 2940.618430 = -745508.510597
  nChanged 2
		SP:Iteration 38Q (99204.090000 sec): 3 clusters
  Score: Raw -748449.375060 + Penalty 2940.618430 = -745508.756629
  nChanged 1
		SP:Iteration 39Q (99204.290000 sec): 3 clusters
  Score: Raw -748449.410020 + Penalty 2940.618430 = -745508.791590
  nChanged 0
		SP:Iteration 40F (99204.470000 sec): 3 clusters
  Score: Raw -748449.410020 + Penalty 2940.618430 = -745508.791590
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99204.600000 sec): 2 clusters
  Score: Raw -276268.192337 + Penalty 1326.779156 = -274941.413181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99204.780000 sec): 3 clusters
  Score: Raw -274521.191493 + Penalty 2653.558311 = -271867.633181
  nChanged 1399
		SP:Iteration 1F (99204.950000 sec): 3 clusters
  Score: Raw -275390.800888 + Penalty 2653.558311 = -272737.242576
  nChanged 327
		SP:Iteration 2F (99205.130000 sec): 3 clusters
  Score: Raw -275655.868011 + Penalty 2653.558311 = -273002.309700
  nChanged 245
		SP:Iteration 3F (99205.310000 sec): 3 clusters
  Score: Raw -275842.426435 + Penalty 2653.558311 = -273188.868123
  nChanged 186
		SP:Iteration 4F (99205.480000 sec): 3 clusters
  Score: Raw -275975.294815 + Penalty 2653.558311 = -273321.736504
  nChanged 148
		SP:Iteration 5Q (99205.660000 sec): 3 clusters
  Score: Raw -276089.195129 + Penalty 2653.558311 = -273435.636818
  nChanged 124
		SP:Iteration 6Q (99205.830000 sec): 3 clusters
  Score: Raw -276191.840416 + Penalty 2653.558311 = -273538.282105
  nChanged 118
		SP:Iteration 7Q (99206.010000 sec): 3 clusters
  Score: Raw -276282.384149 + Penalty 2653.558311 = -273628.825837
  nChanged 99
		SP:Iteration 8Q (99206.190000 sec): 3 clusters
  Score: Raw -276350.897918 + Penalty 2653.558311 = -273697.339607
  nChanged 92
		SP:Iteration 9Q (99206.360000 sec): 3 clusters
  Score: Raw -276420.638512 + Penalty 2653.558311 = -273767.080201
  nChanged 83
		SP:Iteration 10Q (99206.530000 sec): 3 clusters
  Score: Raw -276476.943857 + Penalty 2653.558311 = -273823.385546
  nChanged 56
		SP:Iteration 11Q (99206.710000 sec): 3 clusters
  Score: Raw -276508.645879 + Penalty 2653.558311 = -273855.087568
  nChanged 53
		SP:Iteration 12Q (99206.890000 sec): 3 clusters
  Score: Raw -276535.167281 + Penalty 2653.558311 = -273881.608970
  nChanged 35
		SP:Iteration 13Q (99207.060000 sec): 3 clusters
  Score: Raw -276550.970819 + Penalty 2653.558311 = -273897.412508
  nChanged 25
		SP:Iteration 14Q (99207.240000 sec): 3 clusters
  Score: Raw -276561.950452 + Penalty 2653.558311 = -273908.392141
  nChanged 22
		SP:Iteration 15Q (99207.410000 sec): 3 clusters
  Score: Raw -276570.251038 + Penalty 2653.558311 = -273916.692726
  nChanged 19
		SP:Iteration 16Q (99207.590000 sec): 3 clusters
  Score: Raw -276576.537775 + Penalty 2653.558311 = -273922.979463
  nChanged 15
		SP:Iteration 17Q (99207.770000 sec): 3 clusters
  Score: Raw -276582.594986 + Penalty 2653.558311 = -273929.036675
  nChanged 19
		SP:Iteration 18Q (99207.940000 sec): 3 clusters
  Score: Raw -276591.147513 + Penalty 2653.558311 = -273937.589202
  nChanged 13
		SP:Iteration 19Q (99208.120000 sec): 3 clusters
  Score: Raw -276596.699313 + Penalty 2653.558311 = -273943.141002
  nChanged 10
		SP:Iteration 20F (99208.290000 sec): 3 clusters
  Score: Raw -276602.392380 + Penalty 2653.558311 = -273948.834068
  nChanged 8
		SP:Iteration 21Q (99208.470000 sec): 3 clusters
  Score: Raw -276606.725866 + Penalty 2653.558311 = -273953.167554
  nChanged 13
		SP:Iteration 22Q (99208.650000 sec): 3 clusters
  Score: Raw -276614.203361 + Penalty 2653.558311 = -273960.645050
  nChanged 15
		SP:Iteration 23Q (99208.820000 sec): 3 clusters
  Score: Raw -276621.030650 + Penalty 2653.558311 = -273967.472339
  nChanged 12
		SP:Iteration 24Q (99209.000000 sec): 3 clusters
  Score: Raw -276623.933156 + Penalty 2653.558311 = -273970.374844
  nChanged 6
		SP:Iteration 25Q (99209.170000 sec): 3 clusters
  Score: Raw -276626.493775 + Penalty 2653.558311 = -273972.935464
  nChanged 8
		SP:Iteration 26Q (99209.350000 sec): 3 clusters
  Score: Raw -276629.697947 + Penalty 2653.558311 = -273976.139636
  nChanged 11
		SP:Iteration 27Q (99209.530000 sec): 3 clusters
  Score: Raw -276633.495942 + Penalty 2653.558311 = -273979.937630
  nChanged 10
		SP:Iteration 28Q (99209.700000 sec): 3 clusters
  Score: Raw -276637.852481 + Penalty 2653.558311 = -273984.294170
  nChanged 10
		SP:Iteration 29Q (99209.880000 sec): 3 clusters
  Score: Raw -276642.709514 + Penalty 2653.558311 = -273989.151202
  nChanged 11
		SP:Iteration 30Q (99210.050000 sec): 3 clusters
  Score: Raw -276645.904227 + Penalty 2653.558311 = -273992.345915
  nChanged 8
		SP:Iteration 31Q (99210.210000 sec): 3 clusters
  Score: Raw -276648.245449 + Penalty 2653.558311 = -273994.687138
  nChanged 7
		SP:Iteration 32Q (99210.370000 sec): 3 clusters
  Score: Raw -276649.928453 + Penalty 2653.558311 = -273996.370141
  nChanged 7
		SP:Iteration 33Q (99210.540000 sec): 3 clusters
  Score: Raw -276653.126200 + Penalty 2653.558311 = -273999.567888
  nChanged 11
		SP:Iteration 34Q (99210.700000 sec): 3 clusters
  Score: Raw -276656.345648 + Penalty 2653.558311 = -274002.787337
  nChanged 9
		SP:Iteration 35Q (99210.860000 sec): 3 clusters
  Score: Raw -276659.365649 + Penalty 2653.558311 = -274005.807337
  nChanged 6
		SP:Iteration 36Q (99211.030000 sec): 3 clusters
  Score: Raw -276661.822554 + Penalty 2653.558311 = -274008.264243
  nChanged 4
		SP:Iteration 37Q (99211.190000 sec): 3 clusters
  Score: Raw -276663.190602 + Penalty 2653.558311 = -274009.632291
  nChanged 7
		SP:Iteration 38Q (99211.350000 sec): 3 clusters
  Score: Raw -276665.529766 + Penalty 2653.558311 = -274011.971454
  nChanged 3
		SP:Iteration 39Q (99211.510000 sec): 3 clusters
  Score: Raw -276666.723525 + Penalty 2653.558311 = -274013.165214
  nChanged 7
		SP:Iteration 40F (99211.700000 sec): 3 clusters
  Score: Raw -276669.204391 + Penalty 2653.558311 = -274015.646080
  nChanged 6
		SP:Iteration 41Q (99211.870000 sec): 3 clusters
  Score: Raw -276671.852359 + Penalty 2653.558311 = -274018.294048
  nChanged 5
		SP:Iteration 42Q (99212.050000 sec): 3 clusters
  Score: Raw -276673.876335 + Penalty 2653.558311 = -274020.318024
  nChanged 4
		SP:Iteration 43Q (99212.230000 sec): 3 clusters
  Score: Raw -276676.410741 + Penalty 2653.558311 = -274022.852429
  nChanged 2
		SP:Iteration 44Q (99212.400000 sec): 3 clusters
  Score: Raw -276676.870347 + Penalty 2653.558311 = -274023.312036
  nChanged 0
		SP:Iteration 45F (99212.580000 sec): 3 clusters
  Score: Raw -276676.870347 + Penalty 2653.558311 = -274023.312036
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (2987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99212.690000 sec): 2 clusters
  Score: Raw -242647.539249 + Penalty 1300.329033 = -241347.210216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99212.860000 sec): 3 clusters
  Score: Raw -241261.087058 + Penalty 2600.658066 = -238660.428992
  nChanged 1145
		SP:Iteration 1F (99213.040000 sec): 3 clusters
  Score: Raw -242066.716743 + Penalty 2600.658066 = -239466.058677
  nChanged 299
		SP:Iteration 2F (99213.210000 sec): 3 clusters
  Score: Raw -242350.786308 + Penalty 2600.658066 = -239750.128242
  nChanged 227
		SP:Iteration 3F (99213.390000 sec): 3 clusters
  Score: Raw -242594.158169 + Penalty 2600.658066 = -239993.500103
  nChanged 179
		SP:Iteration 4F (99213.570000 sec): 3 clusters
  Score: Raw -242788.427650 + Penalty 2600.658066 = -240187.769585
  nChanged 159
		SP:Iteration 5F (99213.740000 sec): 3 clusters
  Score: Raw -242950.093681 + Penalty 2600.658066 = -240349.435615
  nChanged 109
		SP:Iteration 6Q (99213.920000 sec): 3 clusters
  Score: Raw -243035.338475 + Penalty 2600.658066 = -240434.680409
  nChanged 72
		SP:Iteration 7Q (99214.090000 sec): 3 clusters
  Score: Raw -243082.314877 + Penalty 2600.658066 = -240481.656811
  nChanged 70
		SP:Iteration 8Q (99214.270000 sec): 3 clusters
  Score: Raw -243128.824226 + Penalty 2600.658066 = -240528.166160
  nChanged 52
		SP:Iteration 9Q (99214.450000 sec): 3 clusters
  Score: Raw -243166.763350 + Penalty 2600.658066 = -240566.105285
  nChanged 56
		SP:Iteration 10Q (99214.620000 sec): 3 clusters
  Score: Raw -243207.788301 + Penalty 2600.658066 = -240607.130235
  nChanged 53
		SP:Iteration 11Q (99214.800000 sec): 3 clusters
  Score: Raw -243244.559995 + Penalty 2600.658066 = -240643.901929
  nChanged 40
		SP:Iteration 12Q (99214.970000 sec): 3 clusters
  Score: Raw -243273.818541 + Penalty 2600.658066 = -240673.160475
  nChanged 35
		SP:Iteration 13Q (99215.150000 sec): 3 clusters
  Score: Raw -243297.900824 + Penalty 2600.658066 = -240697.242758
  nChanged 28
		SP:Iteration 14Q (99215.330000 sec): 3 clusters
  Score: Raw -243317.308491 + Penalty 2600.658066 = -240716.650425
  nChanged 23
		SP:Iteration 15Q (99215.500000 sec): 3 clusters
  Score: Raw -243331.661174 + Penalty 2600.658066 = -240731.003108
  nChanged 24
		SP:Iteration 16Q (99215.680000 sec): 3 clusters
  Score: Raw -243348.952002 + Penalty 2600.658066 = -240748.293936
  nChanged 19
		SP:Iteration 17Q (99215.850000 sec): 3 clusters
  Score: Raw -243356.973630 + Penalty 2600.658066 = -240756.315564
  nChanged 10
		SP:Iteration 18Q (99216.010000 sec): 3 clusters
  Score: Raw -243360.294787 + Penalty 2600.658066 = -240759.636721
  nChanged 7
		SP:Iteration 19Q (99216.080000 sec): 3 clusters
  Score: Raw -243361.782655 + Penalty 2600.658066 = -240761.124589
  nChanged 5
		SP:Iteration 20F (99216.130000 sec): 3 clusters
  Score: Raw -243364.637211 + Penalty 2600.658066 = -240763.979145
  nChanged 5
		SP:Iteration 21Q (99216.190000 sec): 3 clusters
  Score: Raw -243366.430516 + Penalty 2600.658066 = -240765.772450
  nChanged 3
		SP:Iteration 22Q (99216.250000 sec): 3 clusters
  Score: Raw -243368.189793 + Penalty 2600.658066 = -240767.531727
  nChanged 5
		SP:Iteration 23Q (99216.310000 sec): 3 clusters
  Score: Raw -243370.886136 + Penalty 2600.658066 = -240770.228070
  nChanged 5
		SP:Iteration 24Q (99216.370000 sec): 3 clusters
  Score: Raw -243372.074620 + Penalty 2600.658066 = -240771.416554
  nChanged 0
		SP:Iteration 25F (99216.430000 sec): 3 clusters
  Score: Raw -243372.074620 + Penalty 2600.658066 = -240771.416554
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (25469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99216.700000 sec): 2 clusters
  Score: Raw -2426999.711944 + Penalty 1648.597812 = -2425351.114132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99217.030000 sec): 3 clusters
  Score: Raw -2411607.854612 + Penalty 3297.195624 = -2408310.658988
  nChanged 11633
		SP:Iteration 1F (99217.410000 sec): 3 clusters
  Score: Raw -2418614.717150 + Penalty 3297.195624 = -2415317.521526
  nChanged 1452
		SP:Iteration 2F (99217.770000 sec): 3 clusters
  Score: Raw -2419301.276299 + Penalty 3297.195624 = -2416004.080675
  nChanged 1427
		SP:Iteration 3F (99218.070000 sec): 3 clusters
  Score: Raw -2420041.229186 + Penalty 3297.195624 = -2416744.033562
  nChanged 1459
		SP:Iteration 4F (99218.390000 sec): 3 clusters
  Score: Raw -2420850.623932 + Penalty 3297.195624 = -2417553.428308
  nChanged 1437
		SP:Iteration 5F (99218.760000 sec): 3 clusters
  Score: Raw -2421678.693311 + Penalty 3297.195624 = -2418381.497687
  nChanged 1427
		SP:Iteration 6F (99219.150000 sec): 3 clusters
  Score: Raw -2422526.203981 + Penalty 3297.195624 = -2419229.008357
  nChanged 1328
		SP:Iteration 7F (99219.510000 sec): 3 clusters
  Score: Raw -2423384.852438 + Penalty 3297.195624 = -2420087.656814
  nChanged 1233
		SP:Iteration 8Q (99219.860000 sec): 3 clusters
  Score: Raw -2424250.808733 + Penalty 3297.195624 = -2420953.613108
  nChanged 1066
		SP:Iteration 9Q (99220.220000 sec): 3 clusters
  Score: Raw -2425004.546826 + Penalty 3297.195624 = -2421707.351202
  nChanged 872
		SP:Iteration 10Q (99220.570000 sec): 3 clusters
  Score: Raw -2425637.632456 + Penalty 3297.195624 = -2422340.436832
  nChanged 672
		SP:Iteration 11Q (99220.930000 sec): 3 clusters
  Score: Raw -2426141.269999 + Penalty 3297.195624 = -2422844.074375
  nChanged 553
		SP:Iteration 12Q (99221.290000 sec): 3 clusters
  Score: Raw -2426546.068431 + Penalty 3297.195624 = -2423248.872807
  nChanged 414
		SP:Iteration 13Q (99221.650000 sec): 3 clusters
  Score: Raw -2426857.838489 + Penalty 3297.195624 = -2423560.642865
  nChanged 302
		SP:Iteration 14Q (99221.990000 sec): 3 clusters
  Score: Raw -2427080.558649 + Penalty 3297.195624 = -2423783.363025
  nChanged 242
		SP:Iteration 15Q (99222.370000 sec): 3 clusters
  Score: Raw -2427259.998710 + Penalty 3297.195624 = -2423962.803086
  nChanged 178
		SP:Iteration 16Q (99222.730000 sec): 3 clusters
  Score: Raw -2427421.720251 + Penalty 3297.195624 = -2424124.524627
  nChanged 137
		SP:Iteration 17Q (99223.130000 sec): 3 clusters
  Score: Raw -2427548.883976 + Penalty 3297.195624 = -2424251.688352
  nChanged 112
		SP:Iteration 18Q (99223.500000 sec): 3 clusters
  Score: Raw -2427636.777270 + Penalty 3297.195624 = -2424339.581646
  nChanged 88
		SP:Iteration 19Q (99223.850000 sec): 3 clusters
  Score: Raw -2427700.675522 + Penalty 3297.195624 = -2424403.479898
  nChanged 76
		SP:Iteration 20F (99224.210000 sec): 3 clusters
  Score: Raw -2427737.762909 + Penalty 3297.195624 = -2424440.567284
  nChanged 55
		SP:Iteration 21Q (99224.570000 sec): 3 clusters
  Score: Raw -2427762.076049 + Penalty 3297.195624 = -2424464.880425
  nChanged 42
		SP:Iteration 22Q (99224.930000 sec): 3 clusters
  Score: Raw -2427780.964348 + Penalty 3297.195624 = -2424483.768724
  nChanged 42
		SP:Iteration 23Q (99225.290000 sec): 3 clusters
  Score: Raw -2427802.482218 + Penalty 3297.195624 = -2424505.286593
  nChanged 55
		SP:Iteration 24Q (99225.650000 sec): 3 clusters
  Score: Raw -2427822.973296 + Penalty 3297.195624 = -2424525.777672
  nChanged 43
		SP:Iteration 25Q (99226.010000 sec): 3 clusters
  Score: Raw -2427841.402785 + Penalty 3297.195624 = -2424544.207161
  nChanged 30
		SP:Iteration 26Q (99226.360000 sec): 3 clusters
  Score: Raw -2427853.487722 + Penalty 3297.195624 = -2424556.292098
  nChanged 29
		SP:Iteration 27Q (99226.720000 sec): 3 clusters
  Score: Raw -2427862.087494 + Penalty 3297.195624 = -2424564.891869
  nChanged 16
		SP:Iteration 28Q (99227.060000 sec): 3 clusters
  Score: Raw -2427867.491834 + Penalty 3297.195624 = -2424570.296210
  nChanged 10
		SP:Iteration 29Q (99227.470000 sec): 3 clusters
  Score: Raw -2427871.057279 + Penalty 3297.195624 = -2424573.861655
  nChanged 10
		SP:Iteration 30Q (99227.800000 sec): 3 clusters
  Score: Raw -2427874.039927 + Penalty 3297.195624 = -2424576.844303
  nChanged 6
		SP:Iteration 31Q (99228.170000 sec): 3 clusters
  Score: Raw -2427875.241324 + Penalty 3297.195624 = -2424578.045699
  nChanged 6
		SP:Iteration 32Q (99228.530000 sec): 3 clusters
  Score: Raw -2427876.724606 + Penalty 3297.195624 = -2424579.528982
  nChanged 5
		SP:Iteration 33Q (99228.890000 sec): 3 clusters
  Score: Raw -2427877.837097 + Penalty 3297.195624 = -2424580.641473
  nChanged 5
		SP:Iteration 34Q (99229.150000 sec): 3 clusters
  Score: Raw -2427878.722378 + Penalty 3297.195624 = -2424581.526754
  nChanged 6
		SP:Iteration 35Q (99229.560000 sec): 3 clusters
  Score: Raw -2427880.753396 + Penalty 3297.195624 = -2424583.557772
  nChanged 7
		SP:Iteration 36Q (99229.920000 sec): 3 clusters
  Score: Raw -2427882.601999 + Penalty 3297.195624 = -2424585.406375
  nChanged 7
		SP:Iteration 37Q (99230.280000 sec): 3 clusters
  Score: Raw -2427884.416579 + Penalty 3297.195624 = -2424587.220955
  nChanged 8
		SP:Iteration 38Q (99230.650000 sec): 3 clusters
  Score: Raw -2427886.662419 + Penalty 3297.195624 = -2424589.466794
  nChanged 1
		SP:Iteration 39Q (99231.050000 sec): 3 clusters
  Score: Raw -2427886.844394 + Penalty 3297.195624 = -2424589.648770
  nChanged 2
		SP:Iteration 40F (99231.370000 sec): 3 clusters
  Score: Raw -2427887.382296 + Penalty 3297.195624 = -2424590.186672
  nChanged 1
		SP:Iteration 41Q (99231.710000 sec): 3 clusters
  Score: Raw -2427887.464884 + Penalty 3297.195624 = -2424590.269259
  nChanged 1
		SP:Iteration 42Q (99232.080000 sec): 3 clusters
  Score: Raw -2427887.904027 + Penalty 3297.195624 = -2424590.708402
  nChanged 1
		SP:Iteration 43Q (99232.430000 sec): 3 clusters
  Score: Raw -2427888.144270 + Penalty 3297.195624 = -2424590.948646
  nChanged 1
		SP:Iteration 44Q (99232.790000 sec): 3 clusters
  Score: Raw -2427888.408306 + Penalty 3297.195624 = -2424591.212681
  nChanged 0
		SP:Iteration 45F (99233.150000 sec): 3 clusters
  Score: Raw -2427888.408306 + Penalty 3297.195624 = -2424591.212681
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (7100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99233.270000 sec): 2 clusters
  Score: Raw -606295.592058 + Penalty 1441.025635 = -604854.566423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99233.490000 sec): 3 clusters
  Score: Raw -602506.390086 + Penalty 2882.051270 = -599624.338815
  nChanged 2975
		SP:Iteration 1F (99233.700000 sec): 3 clusters
  Score: Raw -604863.639202 + Penalty 2882.051270 = -601981.587932
  nChanged 705
		SP:Iteration 2F (99233.900000 sec): 3 clusters
  Score: Raw -605465.189250 + Penalty 2882.051270 = -602583.137979
  nChanged 554
		SP:Iteration 3F (99234.100000 sec): 3 clusters
  Score: Raw -605865.102196 + Penalty 2882.051270 = -602983.050925
  nChanged 384
		SP:Iteration 4F (99234.310000 sec): 3 clusters
  Score: Raw -606135.345106 + Penalty 2882.051270 = -603253.293835
  nChanged 291
		SP:Iteration 5Q (99234.500000 sec): 3 clusters
  Score: Raw -606295.979979 + Penalty 2882.051270 = -603413.928709
  nChanged 235
		SP:Iteration 6Q (99234.620000 sec): 3 clusters
  Score: Raw -606405.136162 + Penalty 2882.051270 = -603523.084891
  nChanged 188
		SP:Iteration 7Q (99234.730000 sec): 3 clusters
  Score: Raw -606492.269197 + Penalty 2882.051270 = -603610.217926
  nChanged 164
		SP:Iteration 8Q (99234.840000 sec): 3 clusters
  Score: Raw -606563.247566 + Penalty 2882.051270 = -603681.196296
  nChanged 130
		SP:Iteration 9Q (99234.960000 sec): 3 clusters
  Score: Raw -606611.993131 + Penalty 2882.051270 = -603729.941861
  nChanged 111
		SP:Iteration 10Q (99235.180000 sec): 3 clusters
  Score: Raw -606643.886166 + Penalty 2882.051270 = -603761.834896
  nChanged 90
		SP:Iteration 11Q (99235.340000 sec): 3 clusters
  Score: Raw -606671.374133 + Penalty 2882.051270 = -603789.322862
  nChanged 93
		SP:Iteration 12Q (99235.540000 sec): 3 clusters
  Score: Raw -606702.285198 + Penalty 2882.051270 = -603820.233928
  nChanged 79
		SP:Iteration 13Q (99235.750000 sec): 3 clusters
  Score: Raw -606726.217223 + Penalty 2882.051270 = -603844.165952
  nChanged 72
		SP:Iteration 14Q (99235.960000 sec): 3 clusters
  Score: Raw -606749.352339 + Penalty 2882.051270 = -603867.301068
  nChanged 69
		SP:Iteration 15Q (99236.160000 sec): 3 clusters
  Score: Raw -606767.426823 + Penalty 2882.051270 = -603885.375553
  nChanged 58
		SP:Iteration 16Q (99236.370000 sec): 3 clusters
  Score: Raw -606781.265497 + Penalty 2882.051270 = -603899.214227
  nChanged 44
		SP:Iteration 17Q (99236.570000 sec): 3 clusters
  Score: Raw -606790.299251 + Penalty 2882.051270 = -603908.247981
  nChanged 47
		SP:Iteration 18Q (99236.780000 sec): 3 clusters
  Score: Raw -606800.841180 + Penalty 2882.051270 = -603918.789910
  nChanged 30
		SP:Iteration 19Q (99236.980000 sec): 3 clusters
  Score: Raw -606806.239624 + Penalty 2882.051270 = -603924.188354
  nChanged 30
		SP:Iteration 20F (99237.190000 sec): 3 clusters
  Score: Raw -606812.592834 + Penalty 2882.051270 = -603930.541563
  nChanged 27
		SP:Iteration 21Q (99237.440000 sec): 3 clusters
  Score: Raw -606818.516253 + Penalty 2882.051270 = -603936.464982
  nChanged 27
		SP:Iteration 22Q (99237.640000 sec): 3 clusters
  Score: Raw -606824.577082 + Penalty 2882.051270 = -603942.525812
  nChanged 28
		SP:Iteration 23Q (99237.840000 sec): 3 clusters
  Score: Raw -606832.530248 + Penalty 2882.051270 = -603950.478977
  nChanged 26
		SP:Iteration 24Q (99238.040000 sec): 3 clusters
  Score: Raw -606838.117029 + Penalty 2882.051270 = -603956.065759
  nChanged 24
		SP:Iteration 25Q (99238.250000 sec): 3 clusters
  Score: Raw -606842.613642 + Penalty 2882.051270 = -603960.562372
  nChanged 25
		SP:Iteration 26Q (99238.450000 sec): 3 clusters
  Score: Raw -606846.271216 + Penalty 2882.051270 = -603964.219946
  nChanged 17
		SP:Iteration 27Q (99238.650000 sec): 3 clusters
  Score: Raw -606849.372425 + Penalty 2882.051270 = -603967.321154
  nChanged 20
		SP:Iteration 28Q (99238.860000 sec): 3 clusters
  Score: Raw -606853.355333 + Penalty 2882.051270 = -603971.304062
  nChanged 18
		SP:Iteration 29Q (99239.060000 sec): 3 clusters
  Score: Raw -606856.254418 + Penalty 2882.051270 = -603974.203148
  nChanged 8
		SP:Iteration 30Q (99239.260000 sec): 3 clusters
  Score: Raw -606857.534372 + Penalty 2882.051270 = -603975.483102
  nChanged 6
		SP:Iteration 31Q (99239.460000 sec): 3 clusters
  Score: Raw -606858.382777 + Penalty 2882.051270 = -603976.331506
  nChanged 7
		SP:Iteration 32Q (99239.660000 sec): 3 clusters
  Score: Raw -606859.191984 + Penalty 2882.051270 = -603977.140713
  nChanged 5
		SP:Iteration 33Q (99239.860000 sec): 3 clusters
  Score: Raw -606859.814177 + Penalty 2882.051270 = -603977.762906
  nChanged 6
		SP:Iteration 34Q (99240.070000 sec): 3 clusters
  Score: Raw -606860.371870 + Penalty 2882.051270 = -603978.320600
  nChanged 4
		SP:Iteration 35Q (99240.270000 sec): 3 clusters
  Score: Raw -606860.863306 + Penalty 2882.051270 = -603978.812035
  nChanged 4
		SP:Iteration 36Q (99240.470000 sec): 3 clusters
  Score: Raw -606861.373958 + Penalty 2882.051270 = -603979.322688
  nChanged 1
		SP:Iteration 37Q (99240.670000 sec): 3 clusters
  Score: Raw -606861.487111 + Penalty 2882.051270 = -603979.435841
  nChanged 3
		SP:Iteration 38Q (99240.880000 sec): 3 clusters
  Score: Raw -606861.704625 + Penalty 2882.051270 = -603979.653355
  nChanged 0
		SP:Iteration 39F (99241.080000 sec): 3 clusters
  Score: Raw -606861.704625 + Penalty 2882.051270 = -603979.653355
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (5939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99241.180000 sec): 2 clusters
  Score: Raw -406245.352209 + Penalty 1412.010608 = -404833.341601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99241.400000 sec): 3 clusters
  Score: Raw -403126.169291 + Penalty 2824.021216 = -400302.148075
  nChanged 2480
		SP:Iteration 1F (99241.560000 sec): 3 clusters
  Score: Raw -404880.362905 + Penalty 2824.021216 = -402056.341690
  nChanged 579
		SP:Iteration 2F (99241.730000 sec): 3 clusters
  Score: Raw -405309.540845 + Penalty 2824.021216 = -402485.519629
  nChanged 401
		SP:Iteration 3F (99241.900000 sec): 3 clusters
  Score: Raw -405577.568989 + Penalty 2824.021216 = -402753.547774
  nChanged 310
		SP:Iteration 4F (99242.070000 sec): 3 clusters
  Score: Raw -405785.545130 + Penalty 2824.021216 = -402961.523915
  nChanged 255
		SP:Iteration 5Q (99242.240000 sec): 3 clusters
  Score: Raw -405924.804878 + Penalty 2824.021216 = -403100.783662
  nChanged 192
		SP:Iteration 6Q (99242.440000 sec): 3 clusters
  Score: Raw -406014.953329 + Penalty 2824.021216 = -403190.932113
  nChanged 162
		SP:Iteration 7Q (99242.660000 sec): 3 clusters
  Score: Raw -406089.897559 + Penalty 2824.021216 = -403265.876344
  nChanged 129
		SP:Iteration 8Q (99242.870000 sec): 3 clusters
  Score: Raw -406153.979338 + Penalty 2824.021216 = -403329.958123
  nChanged 125
		SP:Iteration 9Q (99243.040000 sec): 3 clusters
  Score: Raw -406202.716910 + Penalty 2824.021216 = -403378.695694
  nChanged 106
		SP:Iteration 10Q (99243.250000 sec): 3 clusters
  Score: Raw -406245.476594 + Penalty 2824.021216 = -403421.455378
  nChanged 110
		SP:Iteration 11Q (99243.460000 sec): 3 clusters
  Score: Raw -406286.507497 + Penalty 2824.021216 = -403462.486282
  nChanged 83
		SP:Iteration 12Q (99243.620000 sec): 3 clusters
  Score: Raw -406319.405904 + Penalty 2824.021216 = -403495.384688
  nChanged 84
		SP:Iteration 13Q (99243.790000 sec): 3 clusters
  Score: Raw -406350.066091 + Penalty 2824.021216 = -403526.044875
  nChanged 78
		SP:Iteration 14Q (99244.000000 sec): 3 clusters
  Score: Raw -406377.350935 + Penalty 2824.021216 = -403553.329719
  nChanged 61
		SP:Iteration 15Q (99244.170000 sec): 3 clusters
  Score: Raw -406397.667663 + Penalty 2824.021216 = -403573.646447
  nChanged 64
		SP:Iteration 16Q (99244.340000 sec): 3 clusters
  Score: Raw -406419.730335 + Penalty 2824.021216 = -403595.709119
  nChanged 68
		SP:Iteration 17Q (99244.550000 sec): 3 clusters
  Score: Raw -406444.413746 + Penalty 2824.021216 = -403620.392531
  nChanged 62
		SP:Iteration 18Q (99244.720000 sec): 3 clusters
  Score: Raw -406470.602427 + Penalty 2824.021216 = -403646.581212
  nChanged 65
		SP:Iteration 19Q (99244.930000 sec): 3 clusters
  Score: Raw -406498.508617 + Penalty 2824.021216 = -403674.487401
  nChanged 58
		SP:Iteration 20F (99245.100000 sec): 3 clusters
  Score: Raw -406517.890121 + Penalty 2824.021216 = -403693.868905
  nChanged 57
		SP:Iteration 21Q (99245.260000 sec): 3 clusters
  Score: Raw -406537.196202 + Penalty 2824.021216 = -403713.174986
  nChanged 58
		SP:Iteration 22Q (99245.480000 sec): 3 clusters
  Score: Raw -406557.151894 + Penalty 2824.021216 = -403733.130678
  nChanged 47
		SP:Iteration 23Q (99245.670000 sec): 3 clusters
  Score: Raw -406571.937565 + Penalty 2824.021216 = -403747.916350
  nChanged 46
		SP:Iteration 24Q (99245.920000 sec): 3 clusters
  Score: Raw -406587.439703 + Penalty 2824.021216 = -403763.418488
  nChanged 35
		SP:Iteration 25Q (99246.070000 sec): 3 clusters
  Score: Raw -406598.156406 + Penalty 2824.021216 = -403774.135191
  nChanged 41
		SP:Iteration 26Q (99246.220000 sec): 3 clusters
  Score: Raw -406610.500979 + Penalty 2824.021216 = -403786.479764
  nChanged 42
		SP:Iteration 27Q (99246.380000 sec): 3 clusters
  Score: Raw -406622.710312 + Penalty 2824.021216 = -403798.689097
  nChanged 36
		SP:Iteration 28Q (99246.530000 sec): 3 clusters
  Score: Raw -406634.214331 + Penalty 2824.021216 = -403810.193115
  nChanged 26
		SP:Iteration 29Q (99246.720000 sec): 3 clusters
  Score: Raw -406640.581009 + Penalty 2824.021216 = -403816.559794
  nChanged 22
		SP:Iteration 30Q (99246.880000 sec): 3 clusters
  Score: Raw -406645.439741 + Penalty 2824.021216 = -403821.418526
  nChanged 14
		SP:Iteration 31Q (99247.030000 sec): 3 clusters
  Score: Raw -406648.819925 + Penalty 2824.021216 = -403824.798709
  nChanged 13
		SP:Iteration 32Q (99247.180000 sec): 3 clusters
  Score: Raw -406652.314999 + Penalty 2824.021216 = -403828.293783
  nChanged 14
		SP:Iteration 33Q (99247.330000 sec): 3 clusters
  Score: Raw -406656.199670 + Penalty 2824.021216 = -403832.178454
  nChanged 19
		SP:Iteration 34Q (99247.480000 sec): 3 clusters
  Score: Raw -406660.667687 + Penalty 2824.021216 = -403836.646472
  nChanged 13
		SP:Iteration 35Q (99247.690000 sec): 3 clusters
  Score: Raw -406663.748118 + Penalty 2824.021216 = -403839.726902
  nChanged 12
		SP:Iteration 36Q (99247.860000 sec): 3 clusters
  Score: Raw -406666.129065 + Penalty 2824.021216 = -403842.107849
  nChanged 10
		SP:Iteration 37Q (99248.030000 sec): 3 clusters
  Score: Raw -406668.116626 + Penalty 2824.021216 = -403844.095410
  nChanged 10
		SP:Iteration 38Q (99248.190000 sec): 3 clusters
  Score: Raw -406669.534179 + Penalty 2824.021216 = -403845.512963
  nChanged 9
		SP:Iteration 39Q (99248.360000 sec): 3 clusters
  Score: Raw -406671.446694 + Penalty 2824.021216 = -403847.425478
  nChanged 10
		SP:Iteration 40F (99248.530000 sec): 3 clusters
  Score: Raw -406673.447065 + Penalty 2824.021216 = -403849.425850
  nChanged 13
		SP:Iteration 41Q (99248.700000 sec): 3 clusters
  Score: Raw -406676.658593 + Penalty 2824.021216 = -403852.637377
  nChanged 15
		SP:Iteration 42Q (99248.860000 sec): 3 clusters
  Score: Raw -406681.212924 + Penalty 2824.021216 = -403857.191708
  nChanged 20
		SP:Iteration 43Q (99249.000000 sec): 3 clusters
  Score: Raw -406685.547364 + Penalty 2824.021216 = -403861.526148
  nChanged 18
		SP:Iteration 44Q (99249.110000 sec): 3 clusters
  Score: Raw -406690.351159 + Penalty 2824.021216 = -403866.329943
  nChanged 25
		SP:Iteration 45Q (99249.210000 sec): 3 clusters
  Score: Raw -406695.971923 + Penalty 2824.021216 = -403871.950707
  nChanged 22
		SP:Iteration 46Q (99249.320000 sec): 3 clusters
  Score: Raw -406700.899246 + Penalty 2824.021216 = -403876.878031
  nChanged 17
		SP:Iteration 47Q (99249.420000 sec): 3 clusters
  Score: Raw -406704.392444 + Penalty 2824.021216 = -403880.371228
  nChanged 20
		SP:Iteration 48Q (99249.530000 sec): 3 clusters
  Score: Raw -406708.651120 + Penalty 2824.021216 = -403884.629904
  nChanged 18
		SP:Iteration 49Q (99249.630000 sec): 3 clusters
  Score: Raw -406712.811816 + Penalty 2824.021216 = -403888.790600
  nChanged 20
		SP:Iteration 50Q (99249.740000 sec): 3 clusters
  Score: Raw -406718.348966 + Penalty 2824.021216 = -403894.327751
  nChanged 23
		SP:Iteration 51Q (99249.840000 sec): 3 clusters
  Score: Raw -406724.348325 + Penalty 2824.021216 = -403900.327109
  nChanged 22
		SP:Iteration 52Q (99249.940000 sec): 3 clusters
  Score: Raw -406730.030977 + Penalty 2824.021216 = -403906.009761
  nChanged 20
		SP:Iteration 53Q (99250.050000 sec): 3 clusters
  Score: Raw -406736.024946 + Penalty 2824.021216 = -403912.003731
  nChanged 27
		SP:Iteration 54Q (99250.160000 sec): 3 clusters
  Score: Raw -406744.182620 + Penalty 2824.021216 = -403920.161405
  nChanged 30
		SP:Iteration 55Q (99250.260000 sec): 3 clusters
  Score: Raw -406754.010743 + Penalty 2824.021216 = -403929.989527
  nChanged 27
		SP:Iteration 56Q (99250.370000 sec): 3 clusters
  Score: Raw -406762.249104 + Penalty 2824.021216 = -403938.227888
  nChanged 28
		SP:Iteration 57Q (99250.470000 sec): 3 clusters
  Score: Raw -406770.758748 + Penalty 2824.021216 = -403946.737532
  nChanged 22
		SP:Iteration 58Q (99250.570000 sec): 3 clusters
  Score: Raw -406778.263980 + Penalty 2824.021216 = -403954.242764
  nChanged 29
		SP:Iteration 59Q (99250.670000 sec): 3 clusters
  Score: Raw -406786.677575 + Penalty 2824.021216 = -403962.656359
  nChanged 25
		SP:Iteration 60F (99250.780000 sec): 3 clusters
  Score: Raw -406792.053207 + Penalty 2824.021216 = -403968.031991
  nChanged 32
		SP:Iteration 61Q (99250.880000 sec): 3 clusters
  Score: Raw -406801.528567 + Penalty 2824.021216 = -403977.507351
  nChanged 30
		SP:Iteration 62Q (99251.060000 sec): 3 clusters
  Score: Raw -406812.948576 + Penalty 2824.021216 = -403988.927360
  nChanged 37
		SP:Iteration 63Q (99251.280000 sec): 3 clusters
  Score: Raw -406828.267163 + Penalty 2824.021216 = -404004.245947
  nChanged 40
		SP:Iteration 64Q (99251.460000 sec): 3 clusters
  Score: Raw -406840.274445 + Penalty 2824.021216 = -404016.253229
  nChanged 18
		SP:Iteration 65Q (99251.680000 sec): 3 clusters
  Score: Raw -406845.057598 + Penalty 2824.021216 = -404021.036383
  nChanged 18
		SP:Iteration 66Q (99251.850000 sec): 3 clusters
  Score: Raw -406849.572496 + Penalty 2824.021216 = -404025.551281
  nChanged 16
		SP:Iteration 67Q (99252.060000 sec): 3 clusters
  Score: Raw -406852.858497 + Penalty 2824.021216 = -404028.837281
  nChanged 12
		SP:Iteration 68Q (99252.280000 sec): 3 clusters
  Score: Raw -406855.020557 + Penalty 2824.021216 = -404030.999341
  nChanged 16
		SP:Iteration 69Q (99252.480000 sec): 3 clusters
  Score: Raw -406858.600999 + Penalty 2824.021216 = -404034.579783
  nChanged 14
		SP:Iteration 70Q (99252.700000 sec): 3 clusters
  Score: Raw -406861.483030 + Penalty 2824.021216 = -404037.461814
  nChanged 8
		SP:Iteration 71Q (99252.910000 sec): 3 clusters
  Score: Raw -406863.285414 + Penalty 2824.021216 = -404039.264199
  nChanged 7
		SP:Iteration 72Q (99253.160000 sec): 3 clusters
  Score: Raw -406865.370464 + Penalty 2824.021216 = -404041.349248
  nChanged 11
		SP:Iteration 73Q (99253.330000 sec): 3 clusters
  Score: Raw -406868.551095 + Penalty 2824.021216 = -404044.529880
  nChanged 10
		SP:Iteration 74Q (99253.540000 sec): 3 clusters
  Score: Raw -406871.684125 + Penalty 2824.021216 = -404047.662909
  nChanged 7
		SP:Iteration 75Q (99253.750000 sec): 3 clusters
  Score: Raw -406872.990432 + Penalty 2824.021216 = -404048.969217
  nChanged 9
		SP:Iteration 76Q (99253.960000 sec): 3 clusters
  Score: Raw -406875.837246 + Penalty 2824.021216 = -404051.816030
  nChanged 8
		SP:Iteration 77Q (99254.170000 sec): 3 clusters
  Score: Raw -406877.271076 + Penalty 2824.021216 = -404053.249861
  nChanged 9
		SP:Iteration 78Q (99254.380000 sec): 3 clusters
  Score: Raw -406879.026771 + Penalty 2824.021216 = -404055.005556
  nChanged 6
		SP:Iteration 79Q (99254.530000 sec): 3 clusters
  Score: Raw -406880.270900 + Penalty 2824.021216 = -404056.249685
  nChanged 12
		SP:Iteration 80F (99254.630000 sec): 3 clusters
  Score: Raw -406882.284290 + Penalty 2824.021216 = -404058.263074
  nChanged 9
		SP:Iteration 81Q (99254.730000 sec): 3 clusters
  Score: Raw -406883.673375 + Penalty 2824.021216 = -404059.652160
  nChanged 9
		SP:Iteration 82Q (99254.930000 sec): 3 clusters
  Score: Raw -406885.468600 + Penalty 2824.021216 = -404061.447384
  nChanged 6
		SP:Iteration 83Q (99255.150000 sec): 3 clusters
  Score: Raw -406886.499867 + Penalty 2824.021216 = -404062.478651
  nChanged 7
		SP:Iteration 84Q (99255.360000 sec): 3 clusters
  Score: Raw -406887.914595 + Penalty 2824.021216 = -404063.893380
  nChanged 7
		SP:Iteration 85Q (99255.540000 sec): 3 clusters
  Score: Raw -406890.768430 + Penalty 2824.021216 = -404066.747214
  nChanged 7
		SP:Iteration 86Q (99255.760000 sec): 3 clusters
  Score: Raw -406893.284809 + Penalty 2824.021216 = -404069.263593
  nChanged 5
		SP:Iteration 87Q (99255.940000 sec): 3 clusters
  Score: Raw -406893.993810 + Penalty 2824.021216 = -404069.972595
  nChanged 3
		SP:Iteration 88Q (99256.150000 sec): 3 clusters
  Score: Raw -406894.552470 + Penalty 2824.021216 = -404070.531255
  nChanged 3
		SP:Iteration 89Q (99256.360000 sec): 3 clusters
  Score: Raw -406895.067198 + Penalty 2824.021216 = -404071.045983
  nChanged 4
		SP:Iteration 90Q (99256.570000 sec): 3 clusters
  Score: Raw -406896.254955 + Penalty 2824.021216 = -404072.233740
  nChanged 7
		SP:Iteration 91Q (99256.780000 sec): 3 clusters
  Score: Raw -406897.574203 + Penalty 2824.021216 = -404073.552988
  nChanged 5
		SP:Iteration 92Q (99256.990000 sec): 3 clusters
  Score: Raw -406899.117349 + Penalty 2824.021216 = -404075.096134
  nChanged 3
		SP:Iteration 93Q (99257.200000 sec): 3 clusters
  Score: Raw -406900.002022 + Penalty 2824.021216 = -404075.980806
  nChanged 4
		SP:Iteration 94Q (99257.410000 sec): 3 clusters
  Score: Raw -406901.081422 + Penalty 2824.021216 = -404077.060207
  nChanged 6
		SP:Iteration 95Q (99257.620000 sec): 3 clusters
  Score: Raw -406902.014235 + Penalty 2824.021216 = -404077.993020
  nChanged 2
		SP:Iteration 96Q (99257.820000 sec): 3 clusters
  Score: Raw -406902.254682 + Penalty 2824.021216 = -404078.233467
  nChanged 0
		SP:Iteration 97F (99258.040000 sec): 3 clusters
  Score: Raw -406902.254682 + Penalty 2824.021216 = -404078.233467
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99258.110000 sec): 2 clusters
  Score: Raw -99705.076723 + Penalty 1147.327409 = -98557.749313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99258.290000 sec): 3 clusters
  Score: Raw -99355.499595 + Penalty 2294.654819 = -97060.844776
  nChanged 363
		SP:Iteration 1F (99258.460000 sec): 3 clusters
  Score: Raw -99705.421145 + Penalty 2294.654819 = -97410.766326
  nChanged 105
		SP:Iteration 2F (99258.640000 sec): 3 clusters
  Score: Raw -99833.023730 + Penalty 2294.654819 = -97538.368911
  nChanged 61
		SP:Iteration 3F (99258.810000 sec): 3 clusters
  Score: Raw -99919.390038 + Penalty 2294.654819 = -97624.735219
  nChanged 47
		SP:Iteration 4Q (99258.990000 sec): 3 clusters
  Score: Raw -99962.599820 + Penalty 2294.654819 = -97667.945001
  nChanged 29
		SP:Iteration 5Q (99259.150000 sec): 3 clusters
  Score: Raw -99990.444021 + Penalty 2294.654819 = -97695.789202
  nChanged 21
		SP:Iteration 6Q (99259.310000 sec): 3 clusters
  Score: Raw -100010.478406 + Penalty 2294.654819 = -97715.823587
  nChanged 20
		SP:Iteration 7Q (99259.480000 sec): 3 clusters
  Score: Raw -100038.172038 + Penalty 2294.654819 = -97743.517219
  nChanged 20
		SP:Iteration 8Q (99259.640000 sec): 3 clusters
  Score: Raw -100064.045527 + Penalty 2294.654819 = -97769.390708
  nChanged 21
		SP:Iteration 9Q (99259.800000 sec): 3 clusters
  Score: Raw -100094.015818 + Penalty 2294.654819 = -97799.360999
  nChanged 22
		SP:Iteration 10Q (99259.970000 sec): 3 clusters
  Score: Raw -100126.124661 + Penalty 2294.654819 = -97831.469842
  nChanged 12
		SP:Iteration 11Q (99260.130000 sec): 3 clusters
  Score: Raw -100145.854628 + Penalty 2294.654819 = -97851.199810
  nChanged 13
		SP:Iteration 12Q (99260.300000 sec): 3 clusters
  Score: Raw -100163.164008 + Penalty 2294.654819 = -97868.509189
  nChanged 14
		SP:Iteration 13Q (99260.460000 sec): 3 clusters
  Score: Raw -100180.375860 + Penalty 2294.654819 = -97885.721041
  nChanged 12
		SP:Iteration 14Q (99260.620000 sec): 3 clusters
  Score: Raw -100194.054077 + Penalty 2294.654819 = -97899.399258
  nChanged 7
		SP:Iteration 15Q (99260.780000 sec): 3 clusters
  Score: Raw -100200.109669 + Penalty 2294.654819 = -97905.454850
  nChanged 9
		SP:Iteration 16Q (99260.950000 sec): 3 clusters
  Score: Raw -100208.154522 + Penalty 2294.654819 = -97913.499703
  nChanged 5
		SP:Iteration 17Q (99261.110000 sec): 3 clusters
  Score: Raw -100213.007299 + Penalty 2294.654819 = -97918.352480
  nChanged 5
		SP:Iteration 18Q (99261.280000 sec): 3 clusters
  Score: Raw -100216.925549 + Penalty 2294.654819 = -97922.270730
  nChanged 3
		SP:Iteration 19Q (99261.440000 sec): 3 clusters
  Score: Raw -100221.706992 + Penalty 2294.654819 = -97927.052173
  nChanged 7
		SP:Iteration 20F (99261.600000 sec): 3 clusters
  Score: Raw -100229.829752 + Penalty 2294.654819 = -97935.174933
  nChanged 5
		SP:Iteration 21Q (99261.760000 sec): 3 clusters
  Score: Raw -100233.935974 + Penalty 2294.654819 = -97939.281156
  nChanged 3
		SP:Iteration 22Q (99261.920000 sec): 3 clusters
  Score: Raw -100236.536525 + Penalty 2294.654819 = -97941.881706
  nChanged 3
		SP:Iteration 23Q (99262.080000 sec): 3 clusters
  Score: Raw -100238.710422 + Penalty 2294.654819 = -97944.055603
  nChanged 1
		SP:Iteration 24Q (99262.240000 sec): 3 clusters
  Score: Raw -100239.350301 + Penalty 2294.654819 = -97944.695482
  nChanged 1
		SP:Iteration 25Q (99262.400000 sec): 3 clusters
  Score: Raw -100239.805174 + Penalty 2294.654819 = -97945.150355
  nChanged 2
		SP:Iteration 26Q (99262.560000 sec): 3 clusters
  Score: Raw -100241.238557 + Penalty 2294.654819 = -97946.583738
  nChanged 2
		SP:Iteration 27Q (99262.720000 sec): 3 clusters
  Score: Raw -100242.334642 + Penalty 2294.654819 = -97947.679824
  nChanged 0
		SP:Iteration 28F (99262.880000 sec): 3 clusters
  Score: Raw -100242.334642 + Penalty 2294.654819 = -97947.679824
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (10455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99263.020000 sec): 2 clusters
  Score: Raw -883954.473153 + Penalty 1503.910787 = -882450.562366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99263.190000 sec): 3 clusters
  Score: Raw -878030.864145 + Penalty 3007.821574 = -875023.042571
  nChanged 4536
		SP:Iteration 1F (99263.320000 sec): 3 clusters
  Score: Raw -880928.044988 + Penalty 3007.821574 = -877920.223414
  nChanged 949
		SP:Iteration 2F (99263.560000 sec): 3 clusters
  Score: Raw -881708.932270 + Penalty 3007.821574 = -878701.110696
  nChanged 838
		SP:Iteration 3F (99263.780000 sec): 3 clusters
  Score: Raw -882436.348900 + Penalty 3007.821574 = -879428.527326
  nChanged 700
		SP:Iteration 4F (99264.000000 sec): 3 clusters
  Score: Raw -883066.004954 + Penalty 3007.821574 = -880058.183380
  nChanged 600
		SP:Iteration 5F (99264.220000 sec): 3 clusters
  Score: Raw -883562.190446 + Penalty 3007.821574 = -880554.368872
  nChanged 480
		SP:Iteration 6Q (99264.440000 sec): 3 clusters
  Score: Raw -883918.361499 + Penalty 3007.821574 = -880910.539925
  nChanged 378
		SP:Iteration 7Q (99264.660000 sec): 3 clusters
  Score: Raw -884202.581286 + Penalty 3007.821574 = -881194.759712
  nChanged 304
		SP:Iteration 8Q (99264.880000 sec): 3 clusters
  Score: Raw -884393.292982 + Penalty 3007.821574 = -881385.471408
  nChanged 225
		SP:Iteration 9Q (99265.100000 sec): 3 clusters
  Score: Raw -884513.428723 + Penalty 3007.821574 = -881505.607149
  nChanged 188
		SP:Iteration 10Q (99265.320000 sec): 3 clusters
  Score: Raw -884593.320609 + Penalty 3007.821574 = -881585.499035
  nChanged 148
		SP:Iteration 11Q (99265.550000 sec): 3 clusters
  Score: Raw -884646.567983 + Penalty 3007.821574 = -881638.746409
  nChanged 110
		SP:Iteration 12Q (99265.770000 sec): 3 clusters
  Score: Raw -884678.991873 + Penalty 3007.821574 = -881671.170299
  nChanged 77
		SP:Iteration 13Q (99265.990000 sec): 3 clusters
  Score: Raw -884697.716222 + Penalty 3007.821574 = -881689.894648
  nChanged 54
		SP:Iteration 14Q (99266.210000 sec): 3 clusters
  Score: Raw -884709.191422 + Penalty 3007.821574 = -881701.369848
  nChanged 41
		SP:Iteration 15Q (99266.390000 sec): 3 clusters
  Score: Raw -884717.489882 + Penalty 3007.821574 = -881709.668309
  nChanged 36
		SP:Iteration 16Q (99266.660000 sec): 3 clusters
  Score: Raw -884723.561682 + Penalty 3007.821574 = -881715.740108
  nChanged 24
		SP:Iteration 17Q (99266.840000 sec): 3 clusters
  Score: Raw -884727.347044 + Penalty 3007.821574 = -881719.525470
  nChanged 23
		SP:Iteration 18Q (99267.110000 sec): 3 clusters
  Score: Raw -884731.171037 + Penalty 3007.821574 = -881723.349463
  nChanged 19
		SP:Iteration 19Q (99267.290000 sec): 3 clusters
  Score: Raw -884733.777051 + Penalty 3007.821574 = -881725.955477
  nChanged 15
		SP:Iteration 20F (99267.550000 sec): 3 clusters
  Score: Raw -884736.352060 + Penalty 3007.821574 = -881728.530486
  nChanged 19
		SP:Iteration 21Q (99267.730000 sec): 3 clusters
  Score: Raw -884738.619546 + Penalty 3007.821574 = -881730.797972
  nChanged 13
		SP:Iteration 22Q (99268.000000 sec): 3 clusters
  Score: Raw -884740.590060 + Penalty 3007.821574 = -881732.768486
  nChanged 21
		SP:Iteration 23Q (99268.220000 sec): 3 clusters
  Score: Raw -884743.654699 + Penalty 3007.821574 = -881735.833125
  nChanged 15
		SP:Iteration 24Q (99268.400000 sec): 3 clusters
  Score: Raw -884745.921172 + Penalty 3007.821574 = -881738.099598
  nChanged 7
		SP:Iteration 25Q (99268.670000 sec): 3 clusters
  Score: Raw -884746.968001 + Penalty 3007.821574 = -881739.146427
  nChanged 10
		SP:Iteration 26Q (99268.930000 sec): 3 clusters
  Score: Raw -884748.083364 + Penalty 3007.821574 = -881740.261790
  nChanged 13
		SP:Iteration 27Q (99269.190000 sec): 3 clusters
  Score: Raw -884750.500839 + Penalty 3007.821574 = -881742.679266
  nChanged 20
		SP:Iteration 28Q (99269.450000 sec): 3 clusters
  Score: Raw -884755.234514 + Penalty 3007.821574 = -881747.412940
  nChanged 19
		SP:Iteration 29Q (99269.710000 sec): 3 clusters
  Score: Raw -884759.590755 + Penalty 3007.821574 = -881751.769182
  nChanged 18
		SP:Iteration 30Q (99269.960000 sec): 3 clusters
  Score: Raw -884762.740819 + Penalty 3007.821574 = -881754.919245
  nChanged 13
		SP:Iteration 31Q (99270.180000 sec): 3 clusters
  Score: Raw -884764.888796 + Penalty 3007.821574 = -881757.067222
  nChanged 12
		SP:Iteration 32Q (99270.380000 sec): 3 clusters
  Score: Raw -884766.234989 + Penalty 3007.821574 = -881758.413415
  nChanged 9
		SP:Iteration 33Q (99270.590000 sec): 3 clusters
  Score: Raw -884767.809541 + Penalty 3007.821574 = -881759.987967
  nChanged 7
		SP:Iteration 34Q (99270.790000 sec): 3 clusters
  Score: Raw -884768.700285 + Penalty 3007.821574 = -881760.878712
  nChanged 12
		SP:Iteration 35Q (99271.000000 sec): 3 clusters
  Score: Raw -884770.235584 + Penalty 3007.821574 = -881762.414010
  nChanged 7
		SP:Iteration 36Q (99271.200000 sec): 3 clusters
  Score: Raw -884771.364059 + Penalty 3007.821574 = -881763.542485
  nChanged 8
		SP:Iteration 37Q (99271.410000 sec): 3 clusters
  Score: Raw -884772.417497 + Penalty 3007.821574 = -881764.595923
  nChanged 7
		SP:Iteration 38Q (99271.620000 sec): 3 clusters
  Score: Raw -884773.231985 + Penalty 3007.821574 = -881765.410411
  nChanged 6
		SP:Iteration 39Q (99271.820000 sec): 3 clusters
  Score: Raw -884774.036381 + Penalty 3007.821574 = -881766.214808
  nChanged 6
		SP:Iteration 40F (99271.970000 sec): 3 clusters
  Score: Raw -884774.787299 + Penalty 3007.821574 = -881766.965725
  nChanged 2
		SP:Iteration 41Q (99272.200000 sec): 3 clusters
  Score: Raw -884774.999001 + Penalty 3007.821574 = -881767.177427
  nChanged 0
		SP:Iteration 42F (99272.410000 sec): 3 clusters
  Score: Raw -884774.999001 + Penalty 3007.821574 = -881767.177427
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99272.470000 sec): 2 clusters
  Score: Raw -66768.082527 + Penalty 1100.625561 = -65667.456966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99272.490000 sec): 3 clusters
  Score: Raw -66536.393822 + Penalty 2201.251122 = -64335.142700
  nChanged 269
		SP:Iteration 1F (99272.510000 sec): 3 clusters
  Score: Raw -66844.166719 + Penalty 2201.251122 = -64642.915597
  nChanged 80
		SP:Iteration 2F (99272.540000 sec): 3 clusters
  Score: Raw -66980.693495 + Penalty 2201.251122 = -64779.442373
  nChanged 56
		SP:Iteration 3F (99272.560000 sec): 3 clusters
  Score: Raw -67097.587423 + Penalty 2201.251122 = -64896.336301
  nChanged 44
		SP:Iteration 4F (99272.590000 sec): 3 clusters
  Score: Raw -67196.168198 + Penalty 2201.251122 = -64994.917076
  nChanged 33
		SP:Iteration 5Q (99272.610000 sec): 3 clusters
  Score: Raw -67288.658402 + Penalty 2201.251122 = -65087.407280
  nChanged 31
		SP:Iteration 6Q (99272.630000 sec): 3 clusters
  Score: Raw -67334.681221 + Penalty 2201.251122 = -65133.430099
  nChanged 24
		SP:Iteration 7Q (99272.660000 sec): 3 clusters
  Score: Raw -67385.751086 + Penalty 2201.251122 = -65184.499964
  nChanged 29
		SP:Iteration 8Q (99272.680000 sec): 3 clusters
  Score: Raw -67464.425159 + Penalty 2201.251122 = -65263.174037
  nChanged 30
		SP:Iteration 9Q (99272.710000 sec): 3 clusters
  Score: Raw -67514.605604 + Penalty 2201.251122 = -65313.354482
  nChanged 21
		SP:Iteration 10Q (99272.730000 sec): 3 clusters
  Score: Raw -67548.471096 + Penalty 2201.251122 = -65347.219974
  nChanged 14
		SP:Iteration 11Q (99272.750000 sec): 3 clusters
  Score: Raw -67570.271362 + Penalty 2201.251122 = -65369.020239
  nChanged 5
		SP:Iteration 12Q (99272.780000 sec): 3 clusters
  Score: Raw -67578.244704 + Penalty 2201.251122 = -65376.993582
  nChanged 5
		SP:Iteration 13Q (99272.800000 sec): 3 clusters
  Score: Raw -67588.653603 + Penalty 2201.251122 = -65387.402481
  nChanged 5
		SP:Iteration 14Q (99272.830000 sec): 3 clusters
  Score: Raw -67599.285269 + Penalty 2201.251122 = -65398.034147
  nChanged 5
		SP:Iteration 15Q (99272.850000 sec): 3 clusters
  Score: Raw -67606.580555 + Penalty 2201.251122 = -65405.329433
  nChanged 4
		SP:Iteration 16Q (99272.870000 sec): 3 clusters
  Score: Raw -67613.308790 + Penalty 2201.251122 = -65412.057668
  nChanged 1
		SP:Iteration 17Q (99272.900000 sec): 3 clusters
  Score: Raw -67614.603350 + Penalty 2201.251122 = -65413.352228
  nChanged 1
		SP:Iteration 18Q (99272.920000 sec): 3 clusters
  Score: Raw -67616.514438 + Penalty 2201.251122 = -65415.263316
  nChanged 1
		SP:Iteration 19Q (99272.950000 sec): 3 clusters
  Score: Raw -67617.329124 + Penalty 2201.251122 = -65416.078002
  nChanged 0
		SP:Iteration 20F (99272.970000 sec): 3 clusters
  Score: Raw -67617.797959 + Penalty 2201.251122 = -65416.546837
  nChanged 1
		SP:Iteration 21Q (99272.990000 sec): 3 clusters
  Score: Raw -67619.228866 + Penalty 2201.251122 = -65417.977744
  nChanged 0
		SP:Iteration 22F (99273.020000 sec): 3 clusters
  Score: Raw -67619.228866 + Penalty 2201.251122 = -65417.977744
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (2498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99273.130000 sec): 2 clusters
  Score: Raw -208232.718484 + Penalty 1271.277425 = -206961.441059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99273.290000 sec): 3 clusters
  Score: Raw -207128.064692 + Penalty 2542.554849 = -204585.509843
  nChanged 956
		SP:Iteration 1F (99273.450000 sec): 3 clusters
  Score: Raw -207795.516961 + Penalty 2542.554849 = -205252.962112
  nChanged 208
		SP:Iteration 2F (99273.610000 sec): 3 clusters
  Score: Raw -207985.722344 + Penalty 2542.554849 = -205443.167495
  nChanged 147
		SP:Iteration 3F (99273.770000 sec): 3 clusters
  Score: Raw -208102.839241 + Penalty 2542.554849 = -205560.284392
  nChanged 94
		SP:Iteration 4Q (99273.930000 sec): 3 clusters
  Score: Raw -208160.974371 + Penalty 2542.554849 = -205618.419521
  nChanged 78
		SP:Iteration 5Q (99274.100000 sec): 3 clusters
  Score: Raw -208207.468049 + Penalty 2542.554849 = -205664.913200
  nChanged 63
		SP:Iteration 6Q (99274.280000 sec): 3 clusters
  Score: Raw -208249.384306 + Penalty 2542.554849 = -205706.829456
  nChanged 59
		SP:Iteration 7Q (99274.450000 sec): 3 clusters
  Score: Raw -208291.875051 + Penalty 2542.554849 = -205749.320202
  nChanged 58
		SP:Iteration 8Q (99274.630000 sec): 3 clusters
  Score: Raw -208335.702431 + Penalty 2542.554849 = -205793.147581
  nChanged 54
		SP:Iteration 9Q (99274.810000 sec): 3 clusters
  Score: Raw -208369.429493 + Penalty 2542.554849 = -205826.874643
  nChanged 41
		SP:Iteration 10Q (99274.980000 sec): 3 clusters
  Score: Raw -208388.357954 + Penalty 2542.554849 = -205845.803104
  nChanged 22
		SP:Iteration 11Q (99275.160000 sec): 3 clusters
  Score: Raw -208399.741102 + Penalty 2542.554849 = -205857.186252
  nChanged 19
		SP:Iteration 12Q (99275.330000 sec): 3 clusters
  Score: Raw -208412.805326 + Penalty 2542.554849 = -205870.250477
  nChanged 20
		SP:Iteration 13Q (99275.510000 sec): 3 clusters
  Score: Raw -208424.874679 + Penalty 2542.554849 = -205882.319829
  nChanged 13
		SP:Iteration 14Q (99275.690000 sec): 3 clusters
  Score: Raw -208432.538892 + Penalty 2542.554849 = -205889.984043
  nChanged 13
		SP:Iteration 15Q (99275.860000 sec): 3 clusters
  Score: Raw -208437.592718 + Penalty 2542.554849 = -205895.037869
  nChanged 10
		SP:Iteration 16Q (99276.040000 sec): 3 clusters
  Score: Raw -208443.798462 + Penalty 2542.554849 = -205901.243612
  nChanged 8
		SP:Iteration 17Q (99276.210000 sec): 3 clusters
  Score: Raw -208448.590265 + Penalty 2542.554849 = -205906.035415
  nChanged 6
		SP:Iteration 18Q (99276.390000 sec): 3 clusters
  Score: Raw -208452.040635 + Penalty 2542.554849 = -205909.485785
  nChanged 6
		SP:Iteration 19Q (99276.570000 sec): 3 clusters
  Score: Raw -208454.004709 + Penalty 2542.554849 = -205911.449860
  nChanged 9
		SP:Iteration 20F (99276.740000 sec): 3 clusters
  Score: Raw -208457.252334 + Penalty 2542.554849 = -205914.697485
  nChanged 3
		SP:Iteration 21Q (99276.920000 sec): 3 clusters
  Score: Raw -208458.647816 + Penalty 2542.554849 = -205916.092967
  nChanged 3
		SP:Iteration 22Q (99277.090000 sec): 3 clusters
  Score: Raw -208459.598553 + Penalty 2542.554849 = -205917.043703
  nChanged 4
		SP:Iteration 23Q (99277.270000 sec): 3 clusters
  Score: Raw -208462.021223 + Penalty 2542.554849 = -205919.466374
  nChanged 5
		SP:Iteration 24Q (99277.450000 sec): 3 clusters
  Score: Raw -208464.403026 + Penalty 2542.554849 = -205921.848177
  nChanged 5
		SP:Iteration 25Q (99277.620000 sec): 3 clusters
  Score: Raw -208466.616562 + Penalty 2542.554849 = -205924.061713
  nChanged 4
		SP:Iteration 26Q (99277.790000 sec): 3 clusters
  Score: Raw -208468.180111 + Penalty 2542.554849 = -205925.625262
  nChanged 1
		SP:Iteration 27Q (99277.970000 sec): 3 clusters
  Score: Raw -208468.431221 + Penalty 2542.554849 = -205925.876372
  nChanged 2
		SP:Iteration 28Q (99278.150000 sec): 3 clusters
  Score: Raw -208469.432232 + Penalty 2542.554849 = -205926.877383
  nChanged 1
		SP:Iteration 29Q (99278.320000 sec): 3 clusters
  Score: Raw -208469.714080 + Penalty 2542.554849 = -205927.159231
  nChanged 1
		SP:Iteration 30Q (99278.500000 sec): 3 clusters
  Score: Raw -208469.882200 + Penalty 2542.554849 = -205927.327351
  nChanged 0
		SP:Iteration 31F (99278.670000 sec): 3 clusters
  Score: Raw -208469.882200 + Penalty 2542.554849 = -205927.327351
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (8884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99278.800000 sec): 2 clusters
  Score: Raw -689140.244930 + Penalty 1477.451168 = -687662.793763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99279.010000 sec): 3 clusters
  Score: Raw -684188.220260 + Penalty 2954.902335 = -681233.317925
  nChanged 3784
		SP:Iteration 1F (99279.190000 sec): 3 clusters
  Score: Raw -686387.762312 + Penalty 2954.902335 = -683432.859977
  nChanged 634
		SP:Iteration 2F (99279.380000 sec): 3 clusters
  Score: Raw -686761.965163 + Penalty 2954.902335 = -683807.062828
  nChanged 574
		SP:Iteration 3F (99279.570000 sec): 3 clusters
  Score: Raw -687108.909207 + Penalty 2954.902335 = -684154.006872
  nChanged 557
		SP:Iteration 4F (99279.770000 sec): 3 clusters
  Score: Raw -687471.920518 + Penalty 2954.902335 = -684517.018183
  nChanged 506
		SP:Iteration 5F (99279.960000 sec): 3 clusters
  Score: Raw -687818.848332 + Penalty 2954.902335 = -684863.945997
  nChanged 466
		SP:Iteration 6F (99280.160000 sec): 3 clusters
  Score: Raw -688152.231936 + Penalty 2954.902335 = -685197.329601
  nChanged 406
		SP:Iteration 7Q (99280.350000 sec): 3 clusters
  Score: Raw -688419.744768 + Penalty 2954.902335 = -685464.842433
  nChanged 308
		SP:Iteration 8Q (99280.540000 sec): 3 clusters
  Score: Raw -688626.284757 + Penalty 2954.902335 = -685671.382421
  nChanged 242
		SP:Iteration 9Q (99280.730000 sec): 3 clusters
  Score: Raw -688804.335936 + Penalty 2954.902335 = -685849.433601
  nChanged 239
		SP:Iteration 10Q (99280.970000 sec): 3 clusters
  Score: Raw -688998.900340 + Penalty 2954.902335 = -686043.998005
  nChanged 200
		SP:Iteration 11Q (99281.160000 sec): 3 clusters
  Score: Raw -689166.863603 + Penalty 2954.902335 = -686211.961268
  nChanged 151
		SP:Iteration 12Q (99281.350000 sec): 3 clusters
  Score: Raw -689278.399081 + Penalty 2954.902335 = -686323.496746
  nChanged 113
		SP:Iteration 13Q (99281.540000 sec): 3 clusters
  Score: Raw -689364.238620 + Penalty 2954.902335 = -686409.336284
  nChanged 81
		SP:Iteration 14Q (99281.740000 sec): 3 clusters
  Score: Raw -689425.216534 + Penalty 2954.902335 = -686470.314199
  nChanged 73
		SP:Iteration 15Q (99281.930000 sec): 3 clusters
  Score: Raw -689476.556924 + Penalty 2954.902335 = -686521.654588
  nChanged 53
		SP:Iteration 16Q (99282.130000 sec): 3 clusters
  Score: Raw -689511.622671 + Penalty 2954.902335 = -686556.720336
  nChanged 47
		SP:Iteration 17Q (99282.320000 sec): 3 clusters
  Score: Raw -689541.610218 + Penalty 2954.902335 = -686586.707882
  nChanged 34
		SP:Iteration 18Q (99282.510000 sec): 3 clusters
  Score: Raw -689562.129726 + Penalty 2954.902335 = -686607.227390
  nChanged 23
		SP:Iteration 19Q (99282.710000 sec): 3 clusters
  Score: Raw -689575.746227 + Penalty 2954.902335 = -686620.843891
  nChanged 22
		SP:Iteration 20F (99282.950000 sec): 3 clusters
  Score: Raw -689583.871844 + Penalty 2954.902335 = -686628.969509
  nChanged 12
		SP:Iteration 21Q (99283.130000 sec): 3 clusters
  Score: Raw -689590.671082 + Penalty 2954.902335 = -686635.768747
  nChanged 12
		SP:Iteration 22Q (99283.320000 sec): 3 clusters
  Score: Raw -689595.842107 + Penalty 2954.902335 = -686640.939771
  nChanged 10
		SP:Iteration 23Q (99283.510000 sec): 3 clusters
  Score: Raw -689601.427229 + Penalty 2954.902335 = -686646.524894
  nChanged 7
		SP:Iteration 24Q (99283.710000 sec): 3 clusters
  Score: Raw -689604.572346 + Penalty 2954.902335 = -686649.670011
  nChanged 5
		SP:Iteration 25Q (99283.900000 sec): 3 clusters
  Score: Raw -689607.045452 + Penalty 2954.902335 = -686652.143116
  nChanged 9
		SP:Iteration 26Q (99284.090000 sec): 3 clusters
  Score: Raw -689610.899839 + Penalty 2954.902335 = -686655.997504
  nChanged 10
		SP:Iteration 27Q (99284.280000 sec): 3 clusters
  Score: Raw -689616.407460 + Penalty 2954.902335 = -686661.505125
  nChanged 10
		SP:Iteration 28Q (99284.470000 sec): 3 clusters
  Score: Raw -689620.259584 + Penalty 2954.902335 = -686665.357248
  nChanged 10
		SP:Iteration 29Q (99284.670000 sec): 3 clusters
  Score: Raw -689626.019526 + Penalty 2954.902335 = -686671.117190
  nChanged 9
		SP:Iteration 30Q (99284.860000 sec): 3 clusters
  Score: Raw -689629.885124 + Penalty 2954.902335 = -686674.982789
  nChanged 13
		SP:Iteration 31Q (99285.050000 sec): 3 clusters
  Score: Raw -689638.142411 + Penalty 2954.902335 = -686683.240076
  nChanged 9
		SP:Iteration 32Q (99285.240000 sec): 3 clusters
  Score: Raw -689642.857708 + Penalty 2954.902335 = -686687.955373
  nChanged 9
		SP:Iteration 33Q (99285.440000 sec): 3 clusters
  Score: Raw -689647.913015 + Penalty 2954.902335 = -686693.010680
  nChanged 8
		SP:Iteration 34Q (99285.630000 sec): 3 clusters
  Score: Raw -689653.544002 + Penalty 2954.902335 = -686698.641667
  nChanged 14
		SP:Iteration 35Q (99285.820000 sec): 3 clusters
  Score: Raw -689660.039032 + Penalty 2954.902335 = -686705.136697
  nChanged 9
		SP:Iteration 36Q (99286.020000 sec): 3 clusters
  Score: Raw -689663.780479 + Penalty 2954.902335 = -686708.878144
  nChanged 10
		SP:Iteration 37Q (99286.210000 sec): 3 clusters
  Score: Raw -689667.554838 + Penalty 2954.902335 = -686712.652503
  nChanged 4
		SP:Iteration 38Q (99286.440000 sec): 3 clusters
  Score: Raw -689668.576580 + Penalty 2954.902335 = -686713.674245
  nChanged 5
		SP:Iteration 39Q (99286.640000 sec): 3 clusters
  Score: Raw -689670.185632 + Penalty 2954.902335 = -686715.283297
  nChanged 3
		SP:Iteration 40F (99286.830000 sec): 3 clusters
  Score: Raw -689671.053785 + Penalty 2954.902335 = -686716.151450
  nChanged 3
		SP:Iteration 41Q (99287.020000 sec): 3 clusters
  Score: Raw -689672.133092 + Penalty 2954.902335 = -686717.230757
  nChanged 0
		SP:Iteration 42F (99287.220000 sec): 3 clusters
  Score: Raw -689672.133092 + Penalty 2954.902335 = -686717.230757
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (2178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99287.310000 sec): 2 clusters
  Score: Raw -167455.767409 + Penalty 1249.001374 = -166206.766035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99287.490000 sec): 3 clusters
  Score: Raw -166583.403786 + Penalty 2498.002749 = -164085.401037
  nChanged 771
		SP:Iteration 1F (99287.660000 sec): 3 clusters
  Score: Raw -167211.939994 + Penalty 2498.002749 = -164713.937246
  nChanged 187
		SP:Iteration 2F (99287.840000 sec): 3 clusters
  Score: Raw -167428.434596 + Penalty 2498.002749 = -164930.431848
  nChanged 145
		SP:Iteration 3F (99288.020000 sec): 3 clusters
  Score: Raw -167576.068154 + Penalty 2498.002749 = -165078.065405
  nChanged 113
		SP:Iteration 4F (99288.240000 sec): 3 clusters
  Score: Raw -167702.931811 + Penalty 2498.002749 = -165204.929062
  nChanged 95
		SP:Iteration 5Q (99288.400000 sec): 3 clusters
  Score: Raw -167795.293046 + Penalty 2498.002749 = -165297.290297
  nChanged 62
		SP:Iteration 6Q (99288.560000 sec): 3 clusters
  Score: Raw -167865.036175 + Penalty 2498.002749 = -165367.033426
  nChanged 55
		SP:Iteration 7Q (99288.670000 sec): 3 clusters
  Score: Raw -167922.222271 + Penalty 2498.002749 = -165424.219522
  nChanged 57
		SP:Iteration 8Q (99288.850000 sec): 3 clusters
  Score: Raw -167971.498868 + Penalty 2498.002749 = -165473.496119
  nChanged 44
		SP:Iteration 9Q (99289.020000 sec): 3 clusters
  Score: Raw -168003.604077 + Penalty 2498.002749 = -165505.601329
  nChanged 27
		SP:Iteration 10Q (99289.200000 sec): 3 clusters
  Score: Raw -168021.663364 + Penalty 2498.002749 = -165523.660615
  nChanged 24
		SP:Iteration 11Q (99289.380000 sec): 3 clusters
  Score: Raw -168037.948927 + Penalty 2498.002749 = -165539.946178
  nChanged 25
		SP:Iteration 12Q (99289.550000 sec): 3 clusters
  Score: Raw -168051.356967 + Penalty 2498.002749 = -165553.354218
  nChanged 18
		SP:Iteration 13Q (99289.730000 sec): 3 clusters
  Score: Raw -168063.949197 + Penalty 2498.002749 = -165565.946449
  nChanged 12
		SP:Iteration 14Q (99289.890000 sec): 3 clusters
  Score: Raw -168070.041101 + Penalty 2498.002749 = -165572.038353
  nChanged 9
		SP:Iteration 15Q (99290.070000 sec): 3 clusters
  Score: Raw -168077.254966 + Penalty 2498.002749 = -165579.252217
  nChanged 11
		SP:Iteration 16Q (99290.240000 sec): 3 clusters
  Score: Raw -168086.689305 + Penalty 2498.002749 = -165588.686556
  nChanged 6
		SP:Iteration 17Q (99290.420000 sec): 3 clusters
  Score: Raw -168090.117007 + Penalty 2498.002749 = -165592.114258
  nChanged 4
		SP:Iteration 18Q (99290.570000 sec): 3 clusters
  Score: Raw -168093.570915 + Penalty 2498.002749 = -165595.568166
  nChanged 10
		SP:Iteration 19Q (99290.730000 sec): 3 clusters
  Score: Raw -168103.517787 + Penalty 2498.002749 = -165605.515038
  nChanged 13
		SP:Iteration 20F (99290.900000 sec): 3 clusters
  Score: Raw -168117.603815 + Penalty 2498.002749 = -165619.601066
  nChanged 12
		SP:Iteration 21Q (99291.080000 sec): 3 clusters
  Score: Raw -168124.802337 + Penalty 2498.002749 = -165626.799589
  nChanged 7
		SP:Iteration 22Q (99291.260000 sec): 3 clusters
  Score: Raw -168128.477376 + Penalty 2498.002749 = -165630.474627
  nChanged 6
		SP:Iteration 23Q (99291.430000 sec): 3 clusters
  Score: Raw -168132.162484 + Penalty 2498.002749 = -165634.159736
  nChanged 5
		SP:Iteration 24Q (99291.610000 sec): 3 clusters
  Score: Raw -168135.057840 + Penalty 2498.002749 = -165637.055091
  nChanged 7
		SP:Iteration 25Q (99291.780000 sec): 3 clusters
  Score: Raw -168137.427681 + Penalty 2498.002749 = -165639.424932
  nChanged 6
		SP:Iteration 26Q (99291.960000 sec): 3 clusters
  Score: Raw -168139.618995 + Penalty 2498.002749 = -165641.616247
  nChanged 3
		SP:Iteration 27Q (99292.140000 sec): 3 clusters
  Score: Raw -168140.674869 + Penalty 2498.002749 = -165642.672120
  nChanged 1
		SP:Iteration 28Q (99292.310000 sec): 3 clusters
  Score: Raw -168141.172374 + Penalty 2498.002749 = -165643.169625
  nChanged 3
		SP:Iteration 29Q (99292.490000 sec): 3 clusters
  Score: Raw -168143.513303 + Penalty 2498.002749 = -165645.510555
  nChanged 3
		SP:Iteration 30Q (99292.660000 sec): 3 clusters
  Score: Raw -168145.271830 + Penalty 2498.002749 = -165647.269081
  nChanged 2
		SP:Iteration 31Q (99292.840000 sec): 3 clusters
  Score: Raw -168145.692885 + Penalty 2498.002749 = -165647.690136
  nChanged 0
		SP:Iteration 32F (99293.010000 sec): 3 clusters
  Score: Raw -168145.692885 + Penalty 2498.002749 = -165647.690136
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (7845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99293.140000 sec): 2 clusters
  Score: Raw -674493.162564 + Penalty 1457.240146 = -673035.922418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99293.360000 sec): 3 clusters
  Score: Raw -670204.427852 + Penalty 2914.480291 = -667289.947561
  nChanged 3357
		SP:Iteration 1F (99293.550000 sec): 3 clusters
  Score: Raw -672144.253155 + Penalty 2914.480291 = -669229.772864
  nChanged 614
		SP:Iteration 2F (99293.750000 sec): 3 clusters
  Score: Raw -672571.028707 + Penalty 2914.480291 = -669656.548415
  nChanged 580
		SP:Iteration 3F (99293.950000 sec): 3 clusters
  Score: Raw -672959.428160 + Penalty 2914.480291 = -670044.947869
  nChanged 527
		SP:Iteration 4F (99294.140000 sec): 3 clusters
  Score: Raw -673311.709129 + Penalty 2914.480291 = -670397.228838
  nChanged 467
		SP:Iteration 5F (99294.340000 sec): 3 clusters
  Score: Raw -673600.357040 + Penalty 2914.480291 = -670685.876749
  nChanged 391
		SP:Iteration 6Q (99294.540000 sec): 3 clusters
  Score: Raw -673823.052555 + Penalty 2914.480291 = -670908.572264
  nChanged 295
		SP:Iteration 7Q (99294.740000 sec): 3 clusters
  Score: Raw -673967.674572 + Penalty 2914.480291 = -671053.194281
  nChanged 238
		SP:Iteration 8Q (99294.930000 sec): 3 clusters
  Score: Raw -674057.316637 + Penalty 2914.480291 = -671142.836346
  nChanged 152
		SP:Iteration 9Q (99295.130000 sec): 3 clusters
  Score: Raw -674126.936619 + Penalty 2914.480291 = -671212.456327
  nChanged 146
		SP:Iteration 10Q (99295.330000 sec): 3 clusters
  Score: Raw -674193.289846 + Penalty 2914.480291 = -671278.809555
  nChanged 157
		SP:Iteration 11Q (99295.520000 sec): 3 clusters
  Score: Raw -674267.035074 + Penalty 2914.480291 = -671352.554783
  nChanged 177
		SP:Iteration 12Q (99295.720000 sec): 3 clusters
  Score: Raw -674351.485191 + Penalty 2914.480291 = -671437.004900
  nChanged 168
		SP:Iteration 13Q (99295.920000 sec): 3 clusters
  Score: Raw -674422.946088 + Penalty 2914.480291 = -671508.465797
  nChanged 144
		SP:Iteration 14Q (99296.110000 sec): 3 clusters
  Score: Raw -674488.459544 + Penalty 2914.480291 = -671573.979252
  nChanged 147
		SP:Iteration 15Q (99296.310000 sec): 3 clusters
  Score: Raw -674556.103888 + Penalty 2914.480291 = -671641.623597
  nChanged 152
		SP:Iteration 16Q (99296.510000 sec): 3 clusters
  Score: Raw -674634.978021 + Penalty 2914.480291 = -671720.497730
  nChanged 148
		SP:Iteration 17Q (99296.700000 sec): 3 clusters
  Score: Raw -674713.913514 + Penalty 2914.480291 = -671799.433223
  nChanged 147
		SP:Iteration 18Q (99296.900000 sec): 3 clusters
  Score: Raw -674774.070533 + Penalty 2914.480291 = -671859.590242
  nChanged 137
		SP:Iteration 19Q (99297.100000 sec): 3 clusters
  Score: Raw -674816.151488 + Penalty 2914.480291 = -671901.671197
  nChanged 106
		SP:Iteration 20F (99297.300000 sec): 3 clusters
  Score: Raw -674852.597496 + Penalty 2914.480291 = -671938.117205
  nChanged 95
		SP:Iteration 21Q (99297.500000 sec): 3 clusters
  Score: Raw -674884.289799 + Penalty 2914.480291 = -671969.809508
  nChanged 82
		SP:Iteration 22Q (99297.690000 sec): 3 clusters
  Score: Raw -674905.320611 + Penalty 2914.480291 = -671990.840320
  nChanged 72
		SP:Iteration 23Q (99297.890000 sec): 3 clusters
  Score: Raw -674925.282877 + Penalty 2914.480291 = -672010.802586
  nChanged 73
		SP:Iteration 24Q (99298.090000 sec): 3 clusters
  Score: Raw -674942.977167 + Penalty 2914.480291 = -672028.496876
  nChanged 63
		SP:Iteration 25Q (99298.290000 sec): 3 clusters
  Score: Raw -674960.534802 + Penalty 2914.480291 = -672046.054511
  nChanged 69
		SP:Iteration 26Q (99298.480000 sec): 3 clusters
  Score: Raw -674979.105390 + Penalty 2914.480291 = -672064.625098
  nChanged 63
		SP:Iteration 27Q (99298.730000 sec): 3 clusters
  Score: Raw -674999.271871 + Penalty 2914.480291 = -672084.791580
  nChanged 85
		SP:Iteration 28Q (99298.920000 sec): 3 clusters
  Score: Raw -675025.573699 + Penalty 2914.480291 = -672111.093408
  nChanged 73
		SP:Iteration 29Q (99299.080000 sec): 3 clusters
  Score: Raw -675043.284525 + Penalty 2914.480291 = -672128.804234
  nChanged 55
		SP:Iteration 30Q (99299.280000 sec): 3 clusters
  Score: Raw -675056.613101 + Penalty 2914.480291 = -672142.132810
  nChanged 52
		SP:Iteration 31Q (99299.480000 sec): 3 clusters
  Score: Raw -675069.982168 + Penalty 2914.480291 = -672155.501876
  nChanged 48
		SP:Iteration 32Q (99299.680000 sec): 3 clusters
  Score: Raw -675083.966001 + Penalty 2914.480291 = -672169.485710
  nChanged 45
		SP:Iteration 33Q (99299.880000 sec): 3 clusters
  Score: Raw -675095.324253 + Penalty 2914.480291 = -672180.843962
  nChanged 46
		SP:Iteration 34Q (99300.080000 sec): 3 clusters
  Score: Raw -675106.792442 + Penalty 2914.480291 = -672192.312151
  nChanged 42
		SP:Iteration 35Q (99300.240000 sec): 3 clusters
  Score: Raw -675118.432857 + Penalty 2914.480291 = -672203.952566
  nChanged 40
		SP:Iteration 36Q (99300.430000 sec): 3 clusters
  Score: Raw -675131.062069 + Penalty 2914.480291 = -672216.581778
  nChanged 44
		SP:Iteration 37Q (99300.630000 sec): 3 clusters
  Score: Raw -675144.880143 + Penalty 2914.480291 = -672230.399852
  nChanged 52
		SP:Iteration 38Q (99300.830000 sec): 3 clusters
  Score: Raw -675161.724210 + Penalty 2914.480291 = -672247.243919
  nChanged 50
		SP:Iteration 39Q (99301.030000 sec): 3 clusters
  Score: Raw -675174.427942 + Penalty 2914.480291 = -672259.947651
  nChanged 41
		SP:Iteration 40F (99301.230000 sec): 3 clusters
  Score: Raw -675184.377449 + Penalty 2914.480291 = -672269.897158
  nChanged 45
		SP:Iteration 41Q (99301.430000 sec): 3 clusters
  Score: Raw -675195.530010 + Penalty 2914.480291 = -672281.049719
  nChanged 43
		SP:Iteration 42Q (99301.620000 sec): 3 clusters
  Score: Raw -675205.121034 + Penalty 2914.480291 = -672290.640742
  nChanged 40
		SP:Iteration 43Q (99301.820000 sec): 3 clusters
  Score: Raw -675213.373829 + Penalty 2914.480291 = -672298.893538
  nChanged 34
		SP:Iteration 44Q (99302.020000 sec): 3 clusters
  Score: Raw -675220.138831 + Penalty 2914.480291 = -672305.658540
  nChanged 26
		SP:Iteration 45Q (99302.220000 sec): 3 clusters
  Score: Raw -675224.513711 + Penalty 2914.480291 = -672310.033420
  nChanged 21
		SP:Iteration 46Q (99302.420000 sec): 3 clusters
  Score: Raw -675228.408210 + Penalty 2914.480291 = -672313.927919
  nChanged 21
		SP:Iteration 47Q (99302.620000 sec): 3 clusters
  Score: Raw -675232.550620 + Penalty 2914.480291 = -672318.070329
  nChanged 17
		SP:Iteration 48Q (99302.820000 sec): 3 clusters
  Score: Raw -675234.919970 + Penalty 2914.480291 = -672320.439679
  nChanged 12
		SP:Iteration 49Q (99303.020000 sec): 3 clusters
  Score: Raw -675236.695426 + Penalty 2914.480291 = -672322.215135
  nChanged 18
		SP:Iteration 50Q (99303.210000 sec): 3 clusters
  Score: Raw -675239.748259 + Penalty 2914.480291 = -672325.267967
  nChanged 14
		SP:Iteration 51Q (99303.410000 sec): 3 clusters
  Score: Raw -675243.055019 + Penalty 2914.480291 = -672328.574728
  nChanged 17
		SP:Iteration 52Q (99303.610000 sec): 3 clusters
  Score: Raw -675246.107742 + Penalty 2914.480291 = -672331.627450
  nChanged 18
		SP:Iteration 53Q (99303.810000 sec): 3 clusters
  Score: Raw -675250.413795 + Penalty 2914.480291 = -672335.933503
  nChanged 27
		SP:Iteration 54Q (99304.010000 sec): 3 clusters
  Score: Raw -675260.215926 + Penalty 2914.480291 = -672345.735635
  nChanged 24
		SP:Iteration 55Q (99304.210000 sec): 3 clusters
  Score: Raw -675266.181909 + Penalty 2914.480291 = -672351.701618
  nChanged 20
		SP:Iteration 56Q (99304.400000 sec): 3 clusters
  Score: Raw -675270.665673 + Penalty 2914.480291 = -672356.185382
  nChanged 23
		SP:Iteration 57Q (99304.600000 sec): 3 clusters
  Score: Raw -675274.896459 + Penalty 2914.480291 = -672360.416168
  nChanged 18
		SP:Iteration 58Q (99304.800000 sec): 3 clusters
  Score: Raw -675278.404574 + Penalty 2914.480291 = -672363.924283
  nChanged 19
		SP:Iteration 59Q (99305.010000 sec): 3 clusters
  Score: Raw -675282.187463 + Penalty 2914.480291 = -672367.707171
  nChanged 15
		SP:Iteration 60F (99305.210000 sec): 3 clusters
  Score: Raw -675284.472370 + Penalty 2914.480291 = -672369.992079
  nChanged 10
		SP:Iteration 61Q (99305.400000 sec): 3 clusters
  Score: Raw -675286.171411 + Penalty 2914.480291 = -672371.691120
  nChanged 8
		SP:Iteration 62Q (99305.600000 sec): 3 clusters
  Score: Raw -675287.523427 + Penalty 2914.480291 = -672373.043136
  nChanged 10
		SP:Iteration 63Q (99305.800000 sec): 3 clusters
  Score: Raw -675289.817955 + Penalty 2914.480291 = -672375.337664
  nChanged 13
		SP:Iteration 64Q (99306.000000 sec): 3 clusters
  Score: Raw -675293.587221 + Penalty 2914.480291 = -672379.106930
  nChanged 15
		SP:Iteration 65Q (99306.190000 sec): 3 clusters
  Score: Raw -675296.366785 + Penalty 2914.480291 = -672381.886494
  nChanged 7
		SP:Iteration 66Q (99306.390000 sec): 3 clusters
  Score: Raw -675297.564103 + Penalty 2914.480291 = -672383.083812
  nChanged 4
		SP:Iteration 67Q (99306.590000 sec): 3 clusters
  Score: Raw -675298.443068 + Penalty 2914.480291 = -672383.962777
  nChanged 6
		SP:Iteration 68Q (99306.790000 sec): 3 clusters
  Score: Raw -675298.972818 + Penalty 2914.480291 = -672384.492527
  nChanged 2
		SP:Iteration 69Q (99306.990000 sec): 3 clusters
  Score: Raw -675299.103283 + Penalty 2914.480291 = -672384.622991
  nChanged 1
		SP:Iteration 70Q (99307.180000 sec): 3 clusters
  Score: Raw -675299.122935 + Penalty 2914.480291 = -672384.642644
  nChanged 0
		SP:Iteration 71F (99307.380000 sec): 3 clusters
  Score: Raw -675299.122935 + Penalty 2914.480291 = -672384.642644
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 72 (2784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99307.490000 sec): 2 clusters
  Score: Raw -237943.144382 + Penalty 1288.892153 = -236654.252229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99307.660000 sec): 3 clusters
  Score: Raw -236680.628001 + Penalty 2577.784307 = -234102.843694
  nChanged 1057
		SP:Iteration 1F (99307.840000 sec): 3 clusters
  Score: Raw -237371.636503 + Penalty 2577.784307 = -234793.852196
  nChanged 246
		SP:Iteration 2F (99308.010000 sec): 3 clusters
  Score: Raw -237565.298294 + Penalty 2577.784307 = -234987.513988
  nChanged 176
		SP:Iteration 3F (99308.190000 sec): 3 clusters
  Score: Raw -237755.277036 + Penalty 2577.784307 = -235177.492729
  nChanged 173
		SP:Iteration 4F (99308.370000 sec): 3 clusters
  Score: Raw -237948.995102 + Penalty 2577.784307 = -235371.210795
  nChanged 160
		SP:Iteration 5F (99308.540000 sec): 3 clusters
  Score: Raw -238124.305094 + Penalty 2577.784307 = -235546.520787
  nChanged 145
		SP:Iteration 6F (99308.720000 sec): 3 clusters
  Score: Raw -238272.723959 + Penalty 2577.784307 = -235694.939652
  nChanged 108
		SP:Iteration 7Q (99308.890000 sec): 3 clusters
  Score: Raw -238356.794823 + Penalty 2577.784307 = -235779.010517
  nChanged 80
		SP:Iteration 8Q (99309.070000 sec): 3 clusters
  Score: Raw -238417.560190 + Penalty 2577.784307 = -235839.775883
  nChanged 63
		SP:Iteration 9Q (99309.240000 sec): 3 clusters
  Score: Raw -238461.727433 + Penalty 2577.784307 = -235883.943126
  nChanged 56
		SP:Iteration 10Q (99309.420000 sec): 3 clusters
  Score: Raw -238514.917606 + Penalty 2577.784307 = -235937.133299
  nChanged 52
		SP:Iteration 11Q (99309.590000 sec): 3 clusters
  Score: Raw -238548.612643 + Penalty 2577.784307 = -235970.828336
  nChanged 31
		SP:Iteration 12Q (99309.770000 sec): 3 clusters
  Score: Raw -238569.248890 + Penalty 2577.784307 = -235991.464583
  nChanged 25
		SP:Iteration 13Q (99309.950000 sec): 3 clusters
  Score: Raw -238582.174493 + Penalty 2577.784307 = -236004.390186
  nChanged 21
		SP:Iteration 14Q (99310.120000 sec): 3 clusters
  Score: Raw -238591.597186 + Penalty 2577.784307 = -236013.812879
  nChanged 21
		SP:Iteration 15Q (99310.300000 sec): 3 clusters
  Score: Raw -238601.984302 + Penalty 2577.784307 = -236024.199995
  nChanged 14
		SP:Iteration 16Q (99310.470000 sec): 3 clusters
  Score: Raw -238608.566780 + Penalty 2577.784307 = -236030.782473
  nChanged 16
		SP:Iteration 17Q (99310.650000 sec): 3 clusters
  Score: Raw -238614.065121 + Penalty 2577.784307 = -236036.280814
  nChanged 13
		SP:Iteration 18Q (99310.830000 sec): 3 clusters
  Score: Raw -238618.359776 + Penalty 2577.784307 = -236040.575469
  nChanged 8
		SP:Iteration 19Q (99311.000000 sec): 3 clusters
  Score: Raw -238621.584876 + Penalty 2577.784307 = -236043.800569
  nChanged 7
		SP:Iteration 20F (99311.180000 sec): 3 clusters
  Score: Raw -238624.473966 + Penalty 2577.784307 = -236046.689659
  nChanged 6
		SP:Iteration 21Q (99311.350000 sec): 3 clusters
  Score: Raw -238627.329337 + Penalty 2577.784307 = -236049.545030
  nChanged 9
		SP:Iteration 22Q (99311.410000 sec): 3 clusters
  Score: Raw -238630.079767 + Penalty 2577.784307 = -236052.295460
  nChanged 7
		SP:Iteration 23Q (99311.460000 sec): 3 clusters
  Score: Raw -238632.461749 + Penalty 2577.784307 = -236054.677442
  nChanged 5
		SP:Iteration 24Q (99311.510000 sec): 3 clusters
  Score: Raw -238634.830225 + Penalty 2577.784307 = -236057.045918
  nChanged 3
		SP:Iteration 25Q (99311.560000 sec): 3 clusters
  Score: Raw -238636.349302 + Penalty 2577.784307 = -236058.564995
  nChanged 3
		SP:Iteration 26Q (99311.610000 sec): 3 clusters
  Score: Raw -238637.828867 + Penalty 2577.784307 = -236060.044560
  nChanged 3
		SP:Iteration 27Q (99311.670000 sec): 3 clusters
  Score: Raw -238639.231324 + Penalty 2577.784307 = -236061.447017
  nChanged 3
		SP:Iteration 28Q (99311.710000 sec): 3 clusters
  Score: Raw -238639.731963 + Penalty 2577.784307 = -236061.947656
  nChanged 1
		SP:Iteration 29Q (99311.770000 sec): 3 clusters
  Score: Raw -238640.097440 + Penalty 2577.784307 = -236062.313133
  nChanged 1
		SP:Iteration 30Q (99311.820000 sec): 3 clusters
  Score: Raw -238640.301740 + Penalty 2577.784307 = -236062.517433
  nChanged 1
		SP:Iteration 31Q (99311.870000 sec): 3 clusters
  Score: Raw -238640.452121 + Penalty 2577.784307 = -236062.667814
  nChanged 1
		SP:Iteration 32Q (99311.920000 sec): 3 clusters
  Score: Raw -238640.602688 + Penalty 2577.784307 = -236062.818381
  nChanged 0
		SP:Iteration 33F (99311.970000 sec): 3 clusters
  Score: Raw -238640.602688 + Penalty 2577.784307 = -236062.818381
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 73 (4867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99312.080000 sec): 2 clusters
  Score: Raw -374762.681889 + Penalty 1379.662864 = -373383.019025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99312.250000 sec): 3 clusters
  Score: Raw -372172.007287 + Penalty 2759.325728 = -369412.681558
  nChanged 1999
		SP:Iteration 1F (99312.430000 sec): 3 clusters
  Score: Raw -373325.461110 + Penalty 2759.325728 = -370566.135382
  nChanged 415
		SP:Iteration 2F (99312.610000 sec): 3 clusters
  Score: Raw -373601.060243 + Penalty 2759.325728 = -370841.734515
  nChanged 343
		SP:Iteration 3F (99312.780000 sec): 3 clusters
  Score: Raw -373848.842936 + Penalty 2759.325728 = -371089.517207
  nChanged 296
		SP:Iteration 4F (99312.950000 sec): 3 clusters
  Score: Raw -374057.806145 + Penalty 2759.325728 = -371298.480417
  nChanged 275
		SP:Iteration 5F (99313.120000 sec): 3 clusters
  Score: Raw -374228.220068 + Penalty 2759.325728 = -371468.894339
  nChanged 216
		SP:Iteration 6Q (99313.300000 sec): 3 clusters
  Score: Raw -374350.774493 + Penalty 2759.325728 = -371591.448765
  nChanged 170
		SP:Iteration 7Q (99313.470000 sec): 3 clusters
  Score: Raw -374425.892588 + Penalty 2759.325728 = -371666.566860
  nChanged 117
		SP:Iteration 8Q (99313.650000 sec): 3 clusters
  Score: Raw -374475.103876 + Penalty 2759.325728 = -371715.778147
  nChanged 81
		SP:Iteration 9Q (99313.830000 sec): 3 clusters
  Score: Raw -374511.678940 + Penalty 2759.325728 = -371752.353212
  nChanged 76
		SP:Iteration 10Q (99314.000000 sec): 3 clusters
  Score: Raw -374544.755839 + Penalty 2759.325728 = -371785.430111
  nChanged 80
		SP:Iteration 11Q (99314.180000 sec): 3 clusters
  Score: Raw -374585.806106 + Penalty 2759.325728 = -371826.480378
  nChanged 89
		SP:Iteration 12Q (99314.350000 sec): 3 clusters
  Score: Raw -374624.107832 + Penalty 2759.325728 = -371864.782104
  nChanged 75
		SP:Iteration 13Q (99314.530000 sec): 3 clusters
  Score: Raw -374659.616972 + Penalty 2759.325728 = -371900.291243
  nChanged 62
		SP:Iteration 14Q (99314.700000 sec): 3 clusters
  Score: Raw -374689.773897 + Penalty 2759.325728 = -371930.448169
  nChanged 67
		SP:Iteration 15Q (99314.880000 sec): 3 clusters
  Score: Raw -374723.394268 + Penalty 2759.325728 = -371964.068540
  nChanged 59
		SP:Iteration 16Q (99315.050000 sec): 3 clusters
  Score: Raw -374748.256072 + Penalty 2759.325728 = -371988.930344
  nChanged 51
		SP:Iteration 17Q (99315.230000 sec): 3 clusters
  Score: Raw -374766.651135 + Penalty 2759.325728 = -372007.325407
  nChanged 39
		SP:Iteration 18Q (99315.410000 sec): 3 clusters
  Score: Raw -374779.614652 + Penalty 2759.325728 = -372020.288924
  nChanged 34
		SP:Iteration 19Q (99315.630000 sec): 3 clusters
  Score: Raw -374789.890612 + Penalty 2759.325728 = -372030.564883
  nChanged 23
		SP:Iteration 20F (99315.810000 sec): 3 clusters
  Score: Raw -374797.432259 + Penalty 2759.325728 = -372038.106531
  nChanged 25
		SP:Iteration 21Q (99315.950000 sec): 3 clusters
  Score: Raw -374805.285325 + Penalty 2759.325728 = -372045.959597
  nChanged 28
		SP:Iteration 22Q (99316.130000 sec): 3 clusters
  Score: Raw -374813.522249 + Penalty 2759.325728 = -372054.196520
  nChanged 19
		SP:Iteration 23Q (99316.300000 sec): 3 clusters
  Score: Raw -374821.723917 + Penalty 2759.325728 = -372062.398189
  nChanged 27
		SP:Iteration 24Q (99316.480000 sec): 3 clusters
  Score: Raw -374832.233385 + Penalty 2759.325728 = -372072.907656
  nChanged 27
		SP:Iteration 25Q (99316.650000 sec): 3 clusters
  Score: Raw -374839.967911 + Penalty 2759.325728 = -372080.642183
  nChanged 24
		SP:Iteration 26Q (99316.830000 sec): 3 clusters
  Score: Raw -374847.202055 + Penalty 2759.325728 = -372087.876327
  nChanged 24
		SP:Iteration 27Q (99317.010000 sec): 3 clusters
  Score: Raw -374855.835368 + Penalty 2759.325728 = -372096.509639
  nChanged 28
		SP:Iteration 28Q (99317.180000 sec): 3 clusters
  Score: Raw -374865.635149 + Penalty 2759.325728 = -372106.309421
  nChanged 22
		SP:Iteration 29Q (99317.360000 sec): 3 clusters
  Score: Raw -374874.759069 + Penalty 2759.325728 = -372115.433340
  nChanged 18
		SP:Iteration 30Q (99317.530000 sec): 3 clusters
  Score: Raw -374881.511467 + Penalty 2759.325728 = -372122.185739
  nChanged 21
		SP:Iteration 31Q (99317.710000 sec): 3 clusters
  Score: Raw -374890.254126 + Penalty 2759.325728 = -372130.928398
  nChanged 21
		SP:Iteration 32Q (99317.890000 sec): 3 clusters
  Score: Raw -374899.115308 + Penalty 2759.325728 = -372139.789580
  nChanged 28
		SP:Iteration 33Q (99318.060000 sec): 3 clusters
  Score: Raw -374910.214708 + Penalty 2759.325728 = -372150.888980
  nChanged 31
		SP:Iteration 34Q (99318.240000 sec): 3 clusters
  Score: Raw -374925.211994 + Penalty 2759.325728 = -372165.886266
  nChanged 26
		SP:Iteration 35Q (99318.410000 sec): 3 clusters
  Score: Raw -374938.079364 + Penalty 2759.325728 = -372178.753636
  nChanged 30
		SP:Iteration 36Q (99318.590000 sec): 3 clusters
  Score: Raw -374955.265719 + Penalty 2759.325728 = -372195.939991
  nChanged 30
		SP:Iteration 37Q (99318.760000 sec): 3 clusters
  Score: Raw -374966.025165 + Penalty 2759.325728 = -372206.699437
  nChanged 19
		SP:Iteration 38Q (99318.940000 sec): 3 clusters
  Score: Raw -374972.069755 + Penalty 2759.325728 = -372212.744027
  nChanged 17
		SP:Iteration 39Q (99319.090000 sec): 3 clusters
  Score: Raw -374978.591492 + Penalty 2759.325728 = -372219.265764
  nChanged 12
		SP:Iteration 40F (99319.290000 sec): 3 clusters
  Score: Raw -374983.189255 + Penalty 2759.325728 = -372223.863526
  nChanged 9
		SP:Iteration 41Q (99319.460000 sec): 3 clusters
  Score: Raw -374986.387158 + Penalty 2759.325728 = -372227.061430
  nChanged 14
		SP:Iteration 42Q (99319.640000 sec): 3 clusters
  Score: Raw -374990.965516 + Penalty 2759.325728 = -372231.639788
  nChanged 10
		SP:Iteration 43Q (99319.810000 sec): 3 clusters
  Score: Raw -374994.435744 + Penalty 2759.325728 = -372235.110016
  nChanged 10
		SP:Iteration 44Q (99319.990000 sec): 3 clusters
  Score: Raw -374998.917329 + Penalty 2759.325728 = -372239.591600
  nChanged 16
		SP:Iteration 45Q (99320.170000 sec): 3 clusters
  Score: Raw -375005.349879 + Penalty 2759.325728 = -372246.024151
  nChanged 10
		SP:Iteration 46Q (99320.340000 sec): 3 clusters
  Score: Raw -375008.520169 + Penalty 2759.325728 = -372249.194441
  nChanged 9
		SP:Iteration 47Q (99320.520000 sec): 3 clusters
  Score: Raw -375012.368222 + Penalty 2759.325728 = -372253.042493
  nChanged 10
		SP:Iteration 48Q (99320.690000 sec): 3 clusters
  Score: Raw -375017.796040 + Penalty 2759.325728 = -372258.470312
  nChanged 10
		SP:Iteration 49Q (99320.870000 sec): 3 clusters
  Score: Raw -375024.368111 + Penalty 2759.325728 = -372265.042382
  nChanged 14
		SP:Iteration 50Q (99321.040000 sec): 3 clusters
  Score: Raw -375031.012749 + Penalty 2759.325728 = -372271.687021
  nChanged 11
		SP:Iteration 51Q (99321.220000 sec): 3 clusters
  Score: Raw -375035.743604 + Penalty 2759.325728 = -372276.417876
  nChanged 11
		SP:Iteration 52Q (99321.390000 sec): 3 clusters
  Score: Raw -375040.841385 + Penalty 2759.325728 = -372281.515657
  nChanged 8
		SP:Iteration 53Q (99321.570000 sec): 3 clusters
  Score: Raw -375044.535550 + Penalty 2759.325728 = -372285.209822
  nChanged 5
		SP:Iteration 54Q (99321.740000 sec): 3 clusters
  Score: Raw -375045.764114 + Penalty 2759.325728 = -372286.438386
  nChanged 2
		SP:Iteration 55Q (99321.920000 sec): 3 clusters
  Score: Raw -375046.413523 + Penalty 2759.325728 = -372287.087795
  nChanged 1
		SP:Iteration 56Q (99322.100000 sec): 3 clusters
  Score: Raw -375046.772122 + Penalty 2759.325728 = -372287.446394
  nChanged 3
		SP:Iteration 57Q (99322.270000 sec): 3 clusters
  Score: Raw -375047.821819 + Penalty 2759.325728 = -372288.496091
  nChanged 2
		SP:Iteration 58Q (99322.450000 sec): 3 clusters
  Score: Raw -375048.458291 + Penalty 2759.325728 = -372289.132563
  nChanged 4
		SP:Iteration 59Q (99322.620000 sec): 3 clusters
  Score: Raw -375049.918116 + Penalty 2759.325728 = -372290.592387
  nChanged 4
		SP:Iteration 60F (99322.790000 sec): 3 clusters
  Score: Raw -375050.826397 + Penalty 2759.325728 = -372291.500669
  nChanged 2
		SP:Iteration 61Q (99322.970000 sec): 3 clusters
  Score: Raw -375051.499152 + Penalty 2759.325728 = -372292.173424
  nChanged 2
		SP:Iteration 62Q (99323.150000 sec): 3 clusters
  Score: Raw -375051.917239 + Penalty 2759.325728 = -372292.591511
  nChanged 0
		SP:Iteration 63F (99323.320000 sec): 3 clusters
  Score: Raw -375051.917239 + Penalty 2759.325728 = -372292.591511
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 74 (7479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99323.420000 sec): 2 clusters
  Score: Raw -720052.576752 + Penalty 1449.476335 = -718603.100417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99323.640000 sec): 3 clusters
  Score: Raw -715974.305406 + Penalty 2898.952671 = -713075.352735
  nChanged 3158
		SP:Iteration 1F (99323.840000 sec): 3 clusters
  Score: Raw -718048.952710 + Penalty 2898.952671 = -715150.000039
  nChanged 735
		SP:Iteration 2F (99324.040000 sec): 3 clusters
  Score: Raw -718727.275324 + Penalty 2898.952671 = -715828.322653
  nChanged 683
		SP:Iteration 3F (99324.240000 sec): 3 clusters
  Score: Raw -719326.880970 + Penalty 2898.952671 = -716427.928299
  nChanged 504
		SP:Iteration 4F (99324.440000 sec): 3 clusters
  Score: Raw -719673.255416 + Penalty 2898.952671 = -716774.302745
  nChanged 351
		SP:Iteration 5Q (99324.640000 sec): 3 clusters
  Score: Raw -719875.638137 + Penalty 2898.952671 = -716976.685466
  nChanged 235
		SP:Iteration 6Q (99324.840000 sec): 3 clusters
  Score: Raw -720019.824985 + Penalty 2898.952671 = -717120.872314
  nChanged 208
		SP:Iteration 7Q (99325.040000 sec): 3 clusters
  Score: Raw -720130.503924 + Penalty 2898.952671 = -717231.551253
  nChanged 165
		SP:Iteration 8Q (99325.240000 sec): 3 clusters
  Score: Raw -720225.372739 + Penalty 2898.952671 = -717326.420068
  nChanged 151
		SP:Iteration 9Q (99325.440000 sec): 3 clusters
  Score: Raw -720301.001358 + Penalty 2898.952671 = -717402.048687
  nChanged 120
		SP:Iteration 10Q (99325.640000 sec): 3 clusters
  Score: Raw -720355.200229 + Penalty 2898.952671 = -717456.247558
  nChanged 111
		SP:Iteration 11Q (99325.840000 sec): 3 clusters
  Score: Raw -720409.702788 + Penalty 2898.952671 = -717510.750117
  nChanged 123
		SP:Iteration 12Q (99326.040000 sec): 3 clusters
  Score: Raw -720471.671211 + Penalty 2898.952671 = -717572.718541
  nChanged 122
		SP:Iteration 13Q (99326.240000 sec): 3 clusters
  Score: Raw -720524.793049 + Penalty 2898.952671 = -717625.840378
  nChanged 112
		SP:Iteration 14Q (99326.440000 sec): 3 clusters
  Score: Raw -720573.459243 + Penalty 2898.952671 = -717674.506572
  nChanged 123
		SP:Iteration 15Q (99326.640000 sec): 3 clusters
  Score: Raw -720631.402257 + Penalty 2898.952671 = -717732.449586
  nChanged 127
		SP:Iteration 16Q (99326.840000 sec): 3 clusters
  Score: Raw -720689.354794 + Penalty 2898.952671 = -717790.402123
  nChanged 120
		SP:Iteration 17Q (99327.040000 sec): 3 clusters
  Score: Raw -720746.392002 + Penalty 2898.952671 = -717847.439331
  nChanged 116
		SP:Iteration 18Q (99327.240000 sec): 3 clusters
  Score: Raw -720793.999281 + Penalty 2898.952671 = -717895.046610
  nChanged 110
		SP:Iteration 19Q (99327.440000 sec): 3 clusters
  Score: Raw -720838.948419 + Penalty 2898.952671 = -717939.995748
  nChanged 121
		SP:Iteration 20F (99327.640000 sec): 3 clusters
  Score: Raw -720889.978451 + Penalty 2898.952671 = -717991.025780
  nChanged 122
		SP:Iteration 21Q (99327.840000 sec): 3 clusters
  Score: Raw -720936.741626 + Penalty 2898.952671 = -718037.788955
  nChanged 101
		SP:Iteration 22Q (99328.040000 sec): 3 clusters
  Score: Raw -720975.507578 + Penalty 2898.952671 = -718076.554908
  nChanged 95
		SP:Iteration 23Q (99328.240000 sec): 3 clusters
  Score: Raw -721018.190101 + Penalty 2898.952671 = -718119.237430
  nChanged 104
		SP:Iteration 24Q (99328.440000 sec): 3 clusters
  Score: Raw -721055.290654 + Penalty 2898.952671 = -718156.337983
  nChanged 79
		SP:Iteration 25Q (99328.640000 sec): 3 clusters
  Score: Raw -721080.093443 + Penalty 2898.952671 = -718181.140773
  nChanged 57
		SP:Iteration 26Q (99328.830000 sec): 3 clusters
  Score: Raw -721097.222861 + Penalty 2898.952671 = -718198.270190
  nChanged 61
		SP:Iteration 27Q (99329.030000 sec): 3 clusters
  Score: Raw -721115.463903 + Penalty 2898.952671 = -718216.511232
  nChanged 45
		SP:Iteration 28Q (99329.230000 sec): 3 clusters
  Score: Raw -721127.232745 + Penalty 2898.952671 = -718228.280074
  nChanged 47
		SP:Iteration 29Q (99329.430000 sec): 3 clusters
  Score: Raw -721140.504028 + Penalty 2898.952671 = -718241.551358
  nChanged 48
		SP:Iteration 30Q (99329.630000 sec): 3 clusters
  Score: Raw -721151.968432 + Penalty 2898.952671 = -718253.015761
  nChanged 30
		SP:Iteration 31Q (99329.830000 sec): 3 clusters
  Score: Raw -721158.776838 + Penalty 2898.952671 = -718259.824168
  nChanged 26
		SP:Iteration 32Q (99330.040000 sec): 3 clusters
  Score: Raw -721164.020587 + Penalty 2898.952671 = -718265.067916
  nChanged 16
		SP:Iteration 33Q (99330.240000 sec): 3 clusters
  Score: Raw -721166.880898 + Penalty 2898.952671 = -718267.928227
  nChanged 19
		SP:Iteration 34Q (99330.440000 sec): 3 clusters
  Score: Raw -721170.590560 + Penalty 2898.952671 = -718271.637889
  nChanged 13
		SP:Iteration 35Q (99330.640000 sec): 3 clusters
  Score: Raw -721173.239916 + Penalty 2898.952671 = -718274.287245
  nChanged 15
		SP:Iteration 36Q (99330.840000 sec): 3 clusters
  Score: Raw -721176.342873 + Penalty 2898.952671 = -718277.390202
  nChanged 15
		SP:Iteration 37Q (99331.040000 sec): 3 clusters
  Score: Raw -721179.627046 + Penalty 2898.952671 = -718280.674375
  nChanged 18
		SP:Iteration 38Q (99331.240000 sec): 3 clusters
  Score: Raw -721183.905085 + Penalty 2898.952671 = -718284.952414
  nChanged 21
		SP:Iteration 39Q (99331.440000 sec): 3 clusters
  Score: Raw -721188.849868 + Penalty 2898.952671 = -718289.897197
  nChanged 16
		SP:Iteration 40F (99331.640000 sec): 3 clusters
  Score: Raw -721193.389510 + Penalty 2898.952671 = -718294.436839
  nChanged 17
		SP:Iteration 41Q (99331.840000 sec): 3 clusters
  Score: Raw -721197.677795 + Penalty 2898.952671 = -718298.725124
  nChanged 23
		SP:Iteration 42Q (99332.040000 sec): 3 clusters
  Score: Raw -721203.061108 + Penalty 2898.952671 = -718304.108437
  nChanged 18
		SP:Iteration 43Q (99332.240000 sec): 3 clusters
  Score: Raw -721206.926731 + Penalty 2898.952671 = -718307.974060
  nChanged 13
		SP:Iteration 44Q (99332.440000 sec): 3 clusters
  Score: Raw -721209.385574 + Penalty 2898.952671 = -718310.432903
  nChanged 8
		SP:Iteration 45Q (99332.640000 sec): 3 clusters
  Score: Raw -721211.047531 + Penalty 2898.952671 = -718312.094860
  nChanged 8
		SP:Iteration 46Q (99332.830000 sec): 3 clusters
  Score: Raw -721213.005865 + Penalty 2898.952671 = -718314.053194
  nChanged 8
		SP:Iteration 47Q (99333.040000 sec): 3 clusters
  Score: Raw -721215.429882 + Penalty 2898.952671 = -718316.477211
  nChanged 9
		SP:Iteration 48Q (99333.240000 sec): 3 clusters
  Score: Raw -721217.537796 + Penalty 2898.952671 = -718318.585125
  nChanged 6
		SP:Iteration 49Q (99333.430000 sec): 3 clusters
  Score: Raw -721218.685319 + Penalty 2898.952671 = -718319.732648
  nChanged 5
		SP:Iteration 50Q (99333.630000 sec): 3 clusters
  Score: Raw -721219.606201 + Penalty 2898.952671 = -718320.653530
  nChanged 2
		SP:Iteration 51Q (99333.830000 sec): 3 clusters
  Score: Raw -721219.861033 + Penalty 2898.952671 = -718320.908362
  nChanged 0
		SP:Iteration 52F (99334.030000 sec): 3 clusters
  Score: Raw -721219.861033 + Penalty 2898.952671 = -718320.908362
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 75 (3225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99334.130000 sec): 2 clusters
  Score: Raw -266906.169506 + Penalty 1312.786837 = -265593.382669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99334.300000 sec): 3 clusters
  Score: Raw -265377.112665 + Penalty 2625.573674 = -262751.538990
  nChanged 1189
		SP:Iteration 1F (99334.480000 sec): 3 clusters
  Score: Raw -266068.237953 + Penalty 2625.573674 = -263442.664278
  nChanged 218
		SP:Iteration 2F (99334.650000 sec): 3 clusters
  Score: Raw -266188.408453 + Penalty 2625.573674 = -263562.834778
  nChanged 154
		SP:Iteration 3Q (99334.830000 sec): 3 clusters
  Score: Raw -266295.210395 + Penalty 2625.573674 = -263669.636721
  nChanged 149
		SP:Iteration 4Q (99335.000000 sec): 3 clusters
  Score: Raw -266394.627557 + Penalty 2625.573674 = -263769.053883
  nChanged 129
		SP:Iteration 5Q (99335.180000 sec): 3 clusters
  Score: Raw -266472.879757 + Penalty 2625.573674 = -263847.306083
  nChanged 120
		SP:Iteration 6Q (99335.360000 sec): 3 clusters
  Score: Raw -266548.005915 + Penalty 2625.573674 = -263922.432241
  nChanged 107
		SP:Iteration 7Q (99335.530000 sec): 3 clusters
  Score: Raw -266608.069005 + Penalty 2625.573674 = -263982.495331
  nChanged 87
		SP:Iteration 8Q (99335.710000 sec): 3 clusters
  Score: Raw -266663.522839 + Penalty 2625.573674 = -264037.949165
  nChanged 91
		SP:Iteration 9Q (99335.880000 sec): 3 clusters
  Score: Raw -266718.283212 + Penalty 2625.573674 = -264092.709538
  nChanged 78
		SP:Iteration 10Q (99336.060000 sec): 3 clusters
  Score: Raw -266764.808987 + Penalty 2625.573674 = -264139.235312
  nChanged 80
		SP:Iteration 11Q (99336.240000 sec): 3 clusters
  Score: Raw -266821.242450 + Penalty 2625.573674 = -264195.668775
  nChanged 99
		SP:Iteration 12Q (99336.410000 sec): 3 clusters
  Score: Raw -266877.423140 + Penalty 2625.573674 = -264251.849466
  nChanged 65
		SP:Iteration 13Q (99336.590000 sec): 3 clusters
  Score: Raw -266908.649552 + Penalty 2625.573674 = -264283.075877
  nChanged 44
		SP:Iteration 14Q (99336.760000 sec): 3 clusters
  Score: Raw -266925.300219 + Penalty 2625.573674 = -264299.726545
  nChanged 33
		SP:Iteration 15Q (99336.940000 sec): 3 clusters
  Score: Raw -266938.298564 + Penalty 2625.573674 = -264312.724889
  nChanged 28
		SP:Iteration 16Q (99337.120000 sec): 3 clusters
  Score: Raw -266950.419816 + Penalty 2625.573674 = -264324.846142
  nChanged 31
		SP:Iteration 17Q (99337.290000 sec): 3 clusters
  Score: Raw -266964.985526 + Penalty 2625.573674 = -264339.411852
  nChanged 31
		SP:Iteration 18Q (99337.470000 sec): 3 clusters
  Score: Raw -266975.143029 + Penalty 2625.573674 = -264349.569354
  nChanged 19
		SP:Iteration 19Q (99337.690000 sec): 3 clusters
  Score: Raw -266982.153509 + Penalty 2625.573674 = -264356.579834
  nChanged 25
		SP:Iteration 20F (99337.840000 sec): 3 clusters
  Score: Raw -266993.052858 + Penalty 2625.573674 = -264367.479183
  nChanged 32
		SP:Iteration 21Q (99338.020000 sec): 3 clusters
  Score: Raw -267008.025927 + Penalty 2625.573674 = -264382.452253
  nChanged 28
		SP:Iteration 22Q (99338.190000 sec): 3 clusters
  Score: Raw -267020.978605 + Penalty 2625.573674 = -264395.404930
  nChanged 25
		SP:Iteration 23Q (99338.370000 sec): 3 clusters
  Score: Raw -267031.582377 + Penalty 2625.573674 = -264406.008702
  nChanged 30
		SP:Iteration 24Q (99338.540000 sec): 3 clusters
  Score: Raw -267043.587541 + Penalty 2625.573674 = -264418.013866
  nChanged 16
		SP:Iteration 25Q (99338.720000 sec): 3 clusters
  Score: Raw -267050.008982 + Penalty 2625.573674 = -264424.435308
  nChanged 17
		SP:Iteration 26Q (99338.900000 sec): 3 clusters
  Score: Raw -267057.073224 + Penalty 2625.573674 = -264431.499549
  nChanged 18
		SP:Iteration 27Q (99339.070000 sec): 3 clusters
  Score: Raw -267063.857389 + Penalty 2625.573674 = -264438.283714
  nChanged 11
		SP:Iteration 28Q (99339.250000 sec): 3 clusters
  Score: Raw -267067.824237 + Penalty 2625.573674 = -264442.250562
  nChanged 9
		SP:Iteration 29Q (99339.420000 sec): 3 clusters
  Score: Raw -267070.272829 + Penalty 2625.573674 = -264444.699155
  nChanged 6
		SP:Iteration 30Q (99339.600000 sec): 3 clusters
  Score: Raw -267072.215536 + Penalty 2625.573674 = -264446.641862
  nChanged 4
		SP:Iteration 31Q (99339.780000 sec): 3 clusters
  Score: Raw -267073.296782 + Penalty 2625.573674 = -264447.723107
  nChanged 1
		SP:Iteration 32Q (99339.950000 sec): 3 clusters
  Score: Raw -267073.537110 + Penalty 2625.573674 = -264447.963435
  nChanged 0
		SP:Iteration 33F (99340.120000 sec): 3 clusters
  Score: Raw -267073.537110 + Penalty 2625.573674 = -264447.963435
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 76 (2742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99340.200000 sec): 2 clusters
  Score: Raw -227539.233511 + Penalty 1286.421965 = -226252.811546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99340.380000 sec): 3 clusters
  Score: Raw -226335.563408 + Penalty 2572.843930 = -223762.719478
  nChanged 1005
		SP:Iteration 1F (99340.560000 sec): 3 clusters
  Score: Raw -227104.801313 + Penalty 2572.843930 = -224531.957384
  nChanged 245
		SP:Iteration 2F (99340.730000 sec): 3 clusters
  Score: Raw -227329.717746 + Penalty 2572.843930 = -224756.873816
  nChanged 177
		SP:Iteration 3F (99340.910000 sec): 3 clusters
  Score: Raw -227522.999196 + Penalty 2572.843930 = -224950.155266
  nChanged 162
		SP:Iteration 4F (99341.080000 sec): 3 clusters
  Score: Raw -227712.066086 + Penalty 2572.843930 = -225139.222157
  nChanged 149
		SP:Iteration 5F (99341.260000 sec): 3 clusters
  Score: Raw -227879.941189 + Penalty 2572.843930 = -225307.097259
  nChanged 132
		SP:Iteration 6Q (99341.440000 sec): 3 clusters
  Score: Raw -228003.269580 + Penalty 2572.843930 = -225430.425650
  nChanged 90
		SP:Iteration 7Q (99341.610000 sec): 3 clusters
  Score: Raw -228077.836178 + Penalty 2572.843930 = -225504.992248
  nChanged 69
		SP:Iteration 8Q (99341.790000 sec): 3 clusters
  Score: Raw -228132.827424 + Penalty 2572.843930 = -225559.983494
  nChanged 52
		SP:Iteration 9Q (99341.960000 sec): 3 clusters
  Score: Raw -228165.502510 + Penalty 2572.843930 = -225592.658581
  nChanged 45
		SP:Iteration 10Q (99342.140000 sec): 3 clusters
  Score: Raw -228194.101364 + Penalty 2572.843930 = -225621.257434
  nChanged 41
		SP:Iteration 11Q (99342.320000 sec): 3 clusters
  Score: Raw -228216.134524 + Penalty 2572.843930 = -225643.290594
  nChanged 23
		SP:Iteration 12Q (99342.490000 sec): 3 clusters
  Score: Raw -228227.853031 + Penalty 2572.843930 = -225655.009102
  nChanged 22
		SP:Iteration 13Q (99342.660000 sec): 3 clusters
  Score: Raw -228235.886733 + Penalty 2572.843930 = -225663.042803
  nChanged 11
		SP:Iteration 14Q (99342.840000 sec): 3 clusters
  Score: Raw -228241.753687 + Penalty 2572.843930 = -225668.909757
  nChanged 11
		SP:Iteration 15Q (99343.020000 sec): 3 clusters
  Score: Raw -228247.062150 + Penalty 2572.843930 = -225674.218220
  nChanged 8
		SP:Iteration 16Q (99343.190000 sec): 3 clusters
  Score: Raw -228252.354658 + Penalty 2572.843930 = -225679.510728
  nChanged 8
		SP:Iteration 17Q (99343.370000 sec): 3 clusters
  Score: Raw -228255.359282 + Penalty 2572.843930 = -225682.515353
  nChanged 4
		SP:Iteration 18Q (99343.540000 sec): 3 clusters
  Score: Raw -228256.956194 + Penalty 2572.843930 = -225684.112265
  nChanged 3
		SP:Iteration 19Q (99343.720000 sec): 3 clusters
  Score: Raw -228257.793611 + Penalty 2572.843930 = -225684.949681
  nChanged 2
		SP:Iteration 20F (99343.900000 sec): 3 clusters
  Score: Raw -228258.619754 + Penalty 2572.843930 = -225685.775825
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 77 (2133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99343.980000 sec): 2 clusters
  Score: Raw -176847.112545 + Penalty 1245.608767 = -175601.503778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99344.160000 sec): 3 clusters
  Score: Raw -175950.093806 + Penalty 2491.217534 = -173458.876272
  nChanged 764
		SP:Iteration 1F (99344.340000 sec): 3 clusters
  Score: Raw -176488.319864 + Penalty 2491.217534 = -173997.102330
  nChanged 185
		SP:Iteration 2F (99344.510000 sec): 3 clusters
  Score: Raw -176684.707487 + Penalty 2491.217534 = -174193.489953
  nChanged 147
		SP:Iteration 3F (99344.690000 sec): 3 clusters
  Score: Raw -176825.294579 + Penalty 2491.217534 = -174334.077045
  nChanged 109
		SP:Iteration 4F (99344.860000 sec): 3 clusters
  Score: Raw -176935.919915 + Penalty 2491.217534 = -174444.702382
  nChanged 90
		SP:Iteration 5Q (99345.040000 sec): 3 clusters
  Score: Raw -177028.101877 + Penalty 2491.217534 = -174536.884343
  nChanged 82
		SP:Iteration 6Q (99345.210000 sec): 3 clusters
  Score: Raw -177112.076331 + Penalty 2491.217534 = -174620.858798
  nChanged 69
		SP:Iteration 7Q (99345.390000 sec): 3 clusters
  Score: Raw -177179.991237 + Penalty 2491.217534 = -174688.773703
  nChanged 49
		SP:Iteration 8Q (99345.560000 sec): 3 clusters
  Score: Raw -177232.855027 + Penalty 2491.217534 = -174741.637493
  nChanged 40
		SP:Iteration 9Q (99345.740000 sec): 3 clusters
  Score: Raw -177269.634719 + Penalty 2491.217534 = -174778.417186
  nChanged 37
		SP:Iteration 10Q (99345.920000 sec): 3 clusters
  Score: Raw -177295.817940 + Penalty 2491.217534 = -174804.600406
  nChanged 24
		SP:Iteration 11Q (99346.090000 sec): 3 clusters
  Score: Raw -177313.968564 + Penalty 2491.217534 = -174822.751031
  nChanged 37
		SP:Iteration 12Q (99346.270000 sec): 3 clusters
  Score: Raw -177343.756959 + Penalty 2491.217534 = -174852.539426
  nChanged 37
		SP:Iteration 13Q (99346.440000 sec): 3 clusters
  Score: Raw -177370.369799 + Penalty 2491.217534 = -174879.152265
  nChanged 34
		SP:Iteration 14Q (99346.620000 sec): 3 clusters
  Score: Raw -177394.943001 + Penalty 2491.217534 = -174903.725467
  nChanged 36
		SP:Iteration 15Q (99346.800000 sec): 3 clusters
  Score: Raw -177420.270237 + Penalty 2491.217534 = -174929.052703
  nChanged 31
		SP:Iteration 16Q (99346.970000 sec): 3 clusters
  Score: Raw -177444.731418 + Penalty 2491.217534 = -174953.513884
  nChanged 37
		SP:Iteration 17Q (99347.150000 sec): 3 clusters
  Score: Raw -177472.886220 + Penalty 2491.217534 = -174981.668686
  nChanged 35
		SP:Iteration 18Q (99347.320000 sec): 3 clusters
  Score: Raw -177503.547338 + Penalty 2491.217534 = -175012.329805
  nChanged 32
		SP:Iteration 19Q (99347.510000 sec): 3 clusters
  Score: Raw -177523.489491 + Penalty 2491.217534 = -175032.271958
  nChanged 21
		SP:Iteration 20F (99347.680000 sec): 3 clusters
  Score: Raw -177541.773853 + Penalty 2491.217534 = -175050.556319
  nChanged 23
		SP:Iteration 21Q (99347.850000 sec): 3 clusters
  Score: Raw -177557.229802 + Penalty 2491.217534 = -175066.012268
  nChanged 10
		SP:Iteration 22Q (99348.030000 sec): 3 clusters
  Score: Raw -177564.489401 + Penalty 2491.217534 = -175073.271868
  nChanged 6
		SP:Iteration 23Q (99348.200000 sec): 3 clusters
  Score: Raw -177568.152133 + Penalty 2491.217534 = -175076.934599
  nChanged 6
		SP:Iteration 24Q (99348.380000 sec): 3 clusters
  Score: Raw -177571.828070 + Penalty 2491.217534 = -175080.610536
  nChanged 7
		SP:Iteration 25Q (99348.560000 sec): 3 clusters
  Score: Raw -177576.231354 + Penalty 2491.217534 = -175085.013821
  nChanged 4
		SP:Iteration 26Q (99348.730000 sec): 3 clusters
  Score: Raw -177578.368739 + Penalty 2491.217534 = -175087.151206
  nChanged 3
		SP:Iteration 27Q (99348.910000 sec): 3 clusters
  Score: Raw -177579.543047 + Penalty 2491.217534 = -175088.325513
  nChanged 2
		SP:Iteration 28Q (99349.080000 sec): 3 clusters
  Score: Raw -177580.064662 + Penalty 2491.217534 = -175088.847129
  nChanged 0
		SP:Iteration 29F (99349.260000 sec): 3 clusters
  Score: Raw -177580.064662 + Penalty 2491.217534 = -175088.847129
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 78 (5123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99349.400000 sec): 2 clusters
  Score: Raw -509103.375587 + Penalty 1387.993016 = -507715.382571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99349.590000 sec): 3 clusters
  Score: Raw -506445.487698 + Penalty 2775.986032 = -503669.501666
  nChanged 2029
		SP:Iteration 1F (99349.760000 sec): 3 clusters
  Score: Raw -507507.389632 + Penalty 2775.986032 = -504731.403600
  nChanged 354
		SP:Iteration 2F (99349.950000 sec): 3 clusters
  Score: Raw -507673.951778 + Penalty 2775.986032 = -504897.965746
  nChanged 249
		SP:Iteration 3Q (99350.090000 sec): 3 clusters
  Score: Raw -507778.585630 + Penalty 2775.986032 = -505002.599598
  nChanged 202
		SP:Iteration 4Q (99350.270000 sec): 3 clusters
  Score: Raw -507861.743508 + Penalty 2775.986032 = -505085.757476
  nChanged 174
		SP:Iteration 5Q (99350.440000 sec): 3 clusters
  Score: Raw -507935.380181 + Penalty 2775.986032 = -505159.394149
  nChanged 148
		SP:Iteration 6Q (99350.620000 sec): 3 clusters
  Score: Raw -507992.087693 + Penalty 2775.986032 = -505216.101661
  nChanged 144
		SP:Iteration 7Q (99350.790000 sec): 3 clusters
  Score: Raw -508050.535215 + Penalty 2775.986032 = -505274.549182
  nChanged 131
		SP:Iteration 8Q (99350.960000 sec): 3 clusters
  Score: Raw -508105.249975 + Penalty 2775.986032 = -505329.263943
  nChanged 114
		SP:Iteration 9Q (99351.140000 sec): 3 clusters
  Score: Raw -508144.191734 + Penalty 2775.986032 = -505368.205701
  nChanged 86
		SP:Iteration 10Q (99351.310000 sec): 3 clusters
  Score: Raw -508174.553148 + Penalty 2775.986032 = -505398.567115
  nChanged 82
		SP:Iteration 11Q (99351.480000 sec): 3 clusters
  Score: Raw -508201.698043 + Penalty 2775.986032 = -505425.712010
  nChanged 71
		SP:Iteration 12Q (99351.660000 sec): 3 clusters
  Score: Raw -508221.643643 + Penalty 2775.986032 = -505445.657611
  nChanged 65
		SP:Iteration 13Q (99351.840000 sec): 3 clusters
  Score: Raw -508241.038193 + Penalty 2775.986032 = -505465.052161
  nChanged 66
		SP:Iteration 14Q (99352.010000 sec): 3 clusters
  Score: Raw -508261.917421 + Penalty 2775.986032 = -505485.931389
  nChanged 67
		SP:Iteration 15Q (99352.180000 sec): 3 clusters
  Score: Raw -508287.149122 + Penalty 2775.986032 = -505511.163090
  nChanged 80
		SP:Iteration 16Q (99352.360000 sec): 3 clusters
  Score: Raw -508315.236501 + Penalty 2775.986032 = -505539.250468
  nChanged 57
		SP:Iteration 17Q (99352.530000 sec): 3 clusters
  Score: Raw -508332.896197 + Penalty 2775.986032 = -505556.910165
  nChanged 56
		SP:Iteration 18Q (99352.710000 sec): 3 clusters
  Score: Raw -508350.879403 + Penalty 2775.986032 = -505574.893371
  nChanged 50
		SP:Iteration 19Q (99352.880000 sec): 3 clusters
  Score: Raw -508367.940446 + Penalty 2775.986032 = -505591.954413
  nChanged 45
		SP:Iteration 20F (99353.060000 sec): 3 clusters
  Score: Raw -508380.898236 + Penalty 2775.986032 = -505604.912204
  nChanged 41
		SP:Iteration 21Q (99353.230000 sec): 3 clusters
  Score: Raw -508394.874909 + Penalty 2775.986032 = -505618.888876
  nChanged 53
		SP:Iteration 22Q (99353.400000 sec): 3 clusters
  Score: Raw -508412.863604 + Penalty 2775.986032 = -505636.877571
  nChanged 50
		SP:Iteration 23Q (99353.580000 sec): 3 clusters
  Score: Raw -508429.259789 + Penalty 2775.986032 = -505653.273756
  nChanged 46
		SP:Iteration 24Q (99353.760000 sec): 3 clusters
  Score: Raw -508442.842595 + Penalty 2775.986032 = -505666.856563
  nChanged 30
		SP:Iteration 25Q (99353.930000 sec): 3 clusters
  Score: Raw -508452.066768 + Penalty 2775.986032 = -505676.080736
  nChanged 36
		SP:Iteration 26Q (99354.100000 sec): 3 clusters
  Score: Raw -508460.194618 + Penalty 2775.986032 = -505684.208585
  nChanged 28
		SP:Iteration 27Q (99354.280000 sec): 3 clusters
  Score: Raw -508466.888716 + Penalty 2775.986032 = -505690.902684
  nChanged 21
		SP:Iteration 28Q (99354.450000 sec): 3 clusters
  Score: Raw -508471.841990 + Penalty 2775.986032 = -505695.855958
  nChanged 22
		SP:Iteration 29Q (99354.630000 sec): 3 clusters
  Score: Raw -508476.783399 + Penalty 2775.986032 = -505700.797366
  nChanged 18
		SP:Iteration 30Q (99354.800000 sec): 3 clusters
  Score: Raw -508481.164115 + Penalty 2775.986032 = -505705.178082
  nChanged 18
		SP:Iteration 31Q (99354.980000 sec): 3 clusters
  Score: Raw -508485.692084 + Penalty 2775.986032 = -505709.706051
  nChanged 21
		SP:Iteration 32Q (99355.150000 sec): 3 clusters
  Score: Raw -508492.649743 + Penalty 2775.986032 = -505716.663710
  nChanged 39
		SP:Iteration 33Q (99355.320000 sec): 3 clusters
  Score: Raw -508504.924558 + Penalty 2775.986032 = -505728.938525
  nChanged 34
		SP:Iteration 34Q (99355.500000 sec): 3 clusters
  Score: Raw -508514.021948 + Penalty 2775.986032 = -505738.035916
  nChanged 36
		SP:Iteration 35Q (99355.680000 sec): 3 clusters
  Score: Raw -508524.081639 + Penalty 2775.986032 = -505748.095607
  nChanged 33
		SP:Iteration 36Q (99355.890000 sec): 3 clusters
  Score: Raw -508533.633530 + Penalty 2775.986032 = -505757.647497
  nChanged 31
		SP:Iteration 37Q (99356.070000 sec): 3 clusters
  Score: Raw -508541.579071 + Penalty 2775.986032 = -505765.593038
  nChanged 29
		SP:Iteration 38Q (99356.240000 sec): 3 clusters
  Score: Raw -508551.184663 + Penalty 2775.986032 = -505775.198631
  nChanged 37
		SP:Iteration 39Q (99356.410000 sec): 3 clusters
  Score: Raw -508561.983076 + Penalty 2775.986032 = -505785.997043
  nChanged 36
		SP:Iteration 40F (99356.580000 sec): 3 clusters
  Score: Raw -508573.901564 + Penalty 2775.986032 = -505797.915532
  nChanged 35
		SP:Iteration 41Q (99356.760000 sec): 3 clusters
  Score: Raw -508583.725388 + Penalty 2775.986032 = -505807.739356
  nChanged 35
		SP:Iteration 42Q (99356.940000 sec): 3 clusters
  Score: Raw -508592.333757 + Penalty 2775.986032 = -505816.347724
  nChanged 24
		SP:Iteration 43Q (99357.150000 sec): 3 clusters
  Score: Raw -508600.190572 + Penalty 2775.986032 = -505824.204539
  nChanged 34
		SP:Iteration 44Q (99357.330000 sec): 3 clusters
  Score: Raw -508612.220524 + Penalty 2775.986032 = -505836.234492
  nChanged 40
		SP:Iteration 45Q (99357.510000 sec): 3 clusters
  Score: Raw -508623.970792 + Penalty 2775.986032 = -505847.984759
  nChanged 45
		SP:Iteration 46Q (99357.650000 sec): 3 clusters
  Score: Raw -508640.848314 + Penalty 2775.986032 = -505864.862281
  nChanged 46
		SP:Iteration 47Q (99357.820000 sec): 3 clusters
  Score: Raw -508661.378118 + Penalty 2775.986032 = -505885.392086
  nChanged 53
		SP:Iteration 48Q (99358.000000 sec): 3 clusters
  Score: Raw -508682.253159 + Penalty 2775.986032 = -505906.267127
  nChanged 47
		SP:Iteration 49Q (99358.180000 sec): 3 clusters
  Score: Raw -508703.341682 + Penalty 2775.986032 = -505927.355650
  nChanged 58
		SP:Iteration 50Q (99358.350000 sec): 3 clusters
  Score: Raw -508726.856659 + Penalty 2775.986032 = -505950.870627
  nChanged 68
		SP:Iteration 51Q (99358.520000 sec): 3 clusters
  Score: Raw -508758.200243 + Penalty 2775.986032 = -505982.214211
  nChanged 76
		SP:Iteration 52Q (99358.700000 sec): 3 clusters
  Score: Raw -508794.277880 + Penalty 2775.986032 = -506018.291848
  nChanged 90
		SP:Iteration 53Q (99358.870000 sec): 3 clusters
  Score: Raw -508836.446554 + Penalty 2775.986032 = -506060.460522
  nChanged 94
		SP:Iteration 54Q (99359.050000 sec): 3 clusters
  Score: Raw -508886.284917 + Penalty 2775.986032 = -506110.298885
  nChanged 91
		SP:Iteration 55Q (99359.250000 sec): 3 clusters
  Score: Raw -508937.707946 + Penalty 2775.986032 = -506161.721913
  nChanged 87
		SP:Iteration 56Q (99359.440000 sec): 3 clusters
  Score: Raw -508978.444123 + Penalty 2775.986032 = -506202.458091
  nChanged 87
		SP:Iteration 57Q (99359.620000 sec): 3 clusters
  Score: Raw -509020.468299 + Penalty 2775.986032 = -506244.482267
  nChanged 81
		SP:Iteration 58Q (99359.790000 sec): 3 clusters
  Score: Raw -509058.275722 + Penalty 2775.986032 = -506282.289690
  nChanged 71
		SP:Iteration 59Q (99359.960000 sec): 3 clusters
  Score: Raw -509092.621660 + Penalty 2775.986032 = -506316.635628
  nChanged 57
		SP:Iteration 60F (99360.170000 sec): 3 clusters
  Score: Raw -509120.775694 + Penalty 2775.986032 = -506344.789662
  nChanged 54
		SP:Iteration 61Q (99360.360000 sec): 3 clusters
  Score: Raw -509150.421664 + Penalty 2775.986032 = -506374.435631
  nChanged 63
		SP:Iteration 62Q (99360.530000 sec): 3 clusters
  Score: Raw -509182.762915 + Penalty 2775.986032 = -506406.776883
  nChanged 47
		SP:Iteration 63Q (99360.700000 sec): 3 clusters
  Score: Raw -509207.002757 + Penalty 2775.986032 = -506431.016725
  nChanged 47
		SP:Iteration 64Q (99360.880000 sec): 3 clusters
  Score: Raw -509230.047244 + Penalty 2775.986032 = -506454.061212
  nChanged 47
		SP:Iteration 65Q (99361.050000 sec): 3 clusters
  Score: Raw -509256.120337 + Penalty 2775.986032 = -506480.134305
  nChanged 51
		SP:Iteration 66Q (99361.230000 sec): 3 clusters
  Score: Raw -509282.656500 + Penalty 2775.986032 = -506506.670468
  nChanged 57
		SP:Iteration 67Q (99361.400000 sec): 3 clusters
  Score: Raw -509314.002150 + Penalty 2775.986032 = -506538.016118
  nChanged 33
		SP:Iteration 68Q (99361.560000 sec): 3 clusters
  Score: Raw -509330.381796 + Penalty 2775.986032 = -506554.395764
  nChanged 30
		SP:Iteration 69Q (99361.720000 sec): 3 clusters
  Score: Raw -509342.803400 + Penalty 2775.986032 = -506566.817367
  nChanged 27
		SP:Iteration 70Q (99361.880000 sec): 3 clusters
  Score: Raw -509354.776460 + Penalty 2775.986032 = -506578.790428
  nChanged 23
		SP:Iteration 71Q (99362.040000 sec): 3 clusters
  Score: Raw -509366.787625 + Penalty 2775.986032 = -506590.801592
  nChanged 20
		SP:Iteration 72Q (99362.200000 sec): 3 clusters
  Score: Raw -509376.143784 + Penalty 2775.986032 = -506600.157752
  nChanged 25
		SP:Iteration 73Q (99362.350000 sec): 3 clusters
  Score: Raw -509387.960694 + Penalty 2775.986032 = -506611.974662
  nChanged 22
		SP:Iteration 74Q (99362.510000 sec): 3 clusters
  Score: Raw -509397.761456 + Penalty 2775.986032 = -506621.775424
  nChanged 14
		SP:Iteration 75Q (99362.670000 sec): 3 clusters
  Score: Raw -509403.375079 + Penalty 2775.986032 = -506627.389047
  nChanged 13
		SP:Iteration 76Q (99362.830000 sec): 3 clusters
  Score: Raw -509408.310194 + Penalty 2775.986032 = -506632.324162
  nChanged 10
		SP:Iteration 77Q (99362.990000 sec): 3 clusters
  Score: Raw -509411.872908 + Penalty 2775.986032 = -506635.886875
  nChanged 4
		SP:Iteration 78Q (99363.150000 sec): 3 clusters
  Score: Raw -509412.993545 + Penalty 2775.986032 = -506637.007513
  nChanged 3
		SP:Iteration 79Q (99363.300000 sec): 3 clusters
  Score: Raw -509413.889151 + Penalty 2775.986032 = -506637.903119
  nChanged 8
		SP:Iteration 80F (99363.470000 sec): 3 clusters
  Score: Raw -509417.549485 + Penalty 2775.986032 = -506641.563453
  nChanged 12
		SP:Iteration 81Q (99363.650000 sec): 3 clusters
  Score: Raw -509423.634797 + Penalty 2775.986032 = -506647.648764
  nChanged 12
		SP:Iteration 82Q (99363.820000 sec): 3 clusters
  Score: Raw -509430.322400 + Penalty 2775.986032 = -506654.336368
  nChanged 10
		SP:Iteration 83Q (99363.990000 sec): 3 clusters
  Score: Raw -509434.766964 + Penalty 2775.986032 = -506658.780932
  nChanged 5
		SP:Iteration 84Q (99364.170000 sec): 3 clusters
  Score: Raw -509437.735732 + Penalty 2775.986032 = -506661.749700
  nChanged 9
		SP:Iteration 85Q (99364.340000 sec): 3 clusters
  Score: Raw -509441.941936 + Penalty 2775.986032 = -506665.955904
  nChanged 9
		SP:Iteration 86Q (99364.520000 sec): 3 clusters
  Score: Raw -509446.731654 + Penalty 2775.986032 = -506670.745622
  nChanged 13
		SP:Iteration 87Q (99364.690000 sec): 3 clusters
  Score: Raw -509452.434651 + Penalty 2775.986032 = -506676.448619
  nChanged 9
		SP:Iteration 88Q (99364.870000 sec): 3 clusters
  Score: Raw -509457.881636 + Penalty 2775.986032 = -506681.895604
  nChanged 13
		SP:Iteration 89Q (99365.040000 sec): 3 clusters
  Score: Raw -509464.434553 + Penalty 2775.986032 = -506688.448521
  nChanged 9
		SP:Iteration 90Q (99365.220000 sec): 3 clusters
  Score: Raw -509467.505161 + Penalty 2775.986032 = -506691.519129
  nChanged 6
		SP:Iteration 91Q (99365.390000 sec): 3 clusters
  Score: Raw -509469.907531 + Penalty 2775.986032 = -506693.921499
  nChanged 6
		SP:Iteration 92Q (99365.570000 sec): 3 clusters
  Score: Raw -509472.191163 + Penalty 2775.986032 = -506696.205130
  nChanged 3
		SP:Iteration 93Q (99365.740000 sec): 3 clusters
  Score: Raw -509473.255190 + Penalty 2775.986032 = -506697.269157
  nChanged 2
		SP:Iteration 94Q (99365.920000 sec): 3 clusters
  Score: Raw -509473.777100 + Penalty 2775.986032 = -506697.791068
  nChanged 0
		SP:Iteration 95F (99366.090000 sec): 3 clusters
  Score: Raw -509473.777100 + Penalty 2775.986032 = -506697.791068
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 79 (2345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99366.170000 sec): 2 clusters
  Score: Raw -180068.531222 + Penalty 1261.006611 = -178807.524611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99366.340000 sec): 3 clusters
  Score: Raw -178994.522144 + Penalty 2522.013221 = -176472.508923
  nChanged 865
		SP:Iteration 1F (99366.520000 sec): 3 clusters
  Score: Raw -179556.479888 + Penalty 2522.013221 = -177034.466667
  nChanged 195
		SP:Iteration 2F (99366.690000 sec): 3 clusters
  Score: Raw -179717.866702 + Penalty 2522.013221 = -177195.853481
  nChanged 128
		SP:Iteration 3F (99366.870000 sec): 3 clusters
  Score: Raw -179818.729302 + Penalty 2522.013221 = -177296.716080
  nChanged 106
		SP:Iteration 4Q (99367.050000 sec): 3 clusters
  Score: Raw -179914.580832 + Penalty 2522.013221 = -177392.567611
  nChanged 89
		SP:Iteration 5Q (99367.220000 sec): 3 clusters
  Score: Raw -179995.845008 + Penalty 2522.013221 = -177473.831787
  nChanged 91
		SP:Iteration 6Q (99367.400000 sec): 3 clusters
  Score: Raw -180068.383882 + Penalty 2522.013221 = -177546.370661
  nChanged 72
		SP:Iteration 7Q (99367.570000 sec): 3 clusters
  Score: Raw -180130.017999 + Penalty 2522.013221 = -177608.004778
  nChanged 71
		SP:Iteration 8Q (99367.750000 sec): 3 clusters
  Score: Raw -180176.240204 + Penalty 2522.013221 = -177654.226983
  nChanged 48
		SP:Iteration 9Q (99367.930000 sec): 3 clusters
  Score: Raw -180207.207999 + Penalty 2522.013221 = -177685.194778
  nChanged 43
		SP:Iteration 10Q (99368.100000 sec): 3 clusters
  Score: Raw -180233.634782 + Penalty 2522.013221 = -177711.621561
  nChanged 26
		SP:Iteration 11Q (99368.280000 sec): 3 clusters
  Score: Raw -180245.644036 + Penalty 2522.013221 = -177723.630815
  nChanged 19
		SP:Iteration 12Q (99368.450000 sec): 3 clusters
  Score: Raw -180253.632757 + Penalty 2522.013221 = -177731.619536
  nChanged 14
		SP:Iteration 13Q (99368.630000 sec): 3 clusters
  Score: Raw -180260.022556 + Penalty 2522.013221 = -177738.009335
  nChanged 9
		SP:Iteration 14Q (99368.810000 sec): 3 clusters
  Score: Raw -180263.912249 + Penalty 2522.013221 = -177741.899028
  nChanged 8
		SP:Iteration 15Q (99368.980000 sec): 3 clusters
  Score: Raw -180266.493495 + Penalty 2522.013221 = -177744.480273
  nChanged 10
		SP:Iteration 16Q (99369.160000 sec): 3 clusters
  Score: Raw -180269.989820 + Penalty 2522.013221 = -177747.976599
  nChanged 7
		SP:Iteration 17Q (99369.330000 sec): 3 clusters
  Score: Raw -180273.448172 + Penalty 2522.013221 = -177751.434951
  nChanged 7
		SP:Iteration 18Q (99369.510000 sec): 3 clusters
  Score: Raw -180276.713805 + Penalty 2522.013221 = -177754.700583
  nChanged 9
		SP:Iteration 19Q (99369.690000 sec): 3 clusters
  Score: Raw -180281.120840 + Penalty 2522.013221 = -177759.107619
  nChanged 12
		SP:Iteration 20F (99369.860000 sec): 3 clusters
  Score: Raw -180286.647756 + Penalty 2522.013221 = -177764.634535
  nChanged 9
		SP:Iteration 21Q (99370.040000 sec): 3 clusters
  Score: Raw -180291.895150 + Penalty 2522.013221 = -177769.881929
  nChanged 9
		SP:Iteration 22Q (99370.210000 sec): 3 clusters
  Score: Raw -180295.917087 + Penalty 2522.013221 = -177773.903866
  nChanged 3
		SP:Iteration 23Q (99370.390000 sec): 3 clusters
  Score: Raw -180297.316342 + Penalty 2522.013221 = -177775.303121
  nChanged 1
		SP:Iteration 24Q (99370.570000 sec): 3 clusters
  Score: Raw -180297.550428 + Penalty 2522.013221 = -177775.537206
  nChanged 1
		SP:Iteration 25Q (99370.740000 sec): 3 clusters
  Score: Raw -180298.212784 + Penalty 2522.013221 = -177776.199563
  nChanged 1
		SP:Iteration 26Q (99370.910000 sec): 3 clusters
  Score: Raw -180298.455569 + Penalty 2522.013221 = -177776.442348
  nChanged 0
		SP:Iteration 27F (99371.090000 sec): 3 clusters
  Score: Raw -180298.455569 + Penalty 2522.013221 = -177776.442348
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 80 (4551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99371.240000 sec): 2 clusters
  Score: Raw -325628.906733 + Penalty 1368.754119 = -324260.152615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99371.400000 sec): 3 clusters
  Score: Raw -323315.446032 + Penalty 2737.508237 = -320577.937795
  nChanged 1821
		SP:Iteration 1F (99371.560000 sec): 3 clusters
  Score: Raw -324504.987821 + Penalty 2737.508237 = -321767.479584
  nChanged 395
		SP:Iteration 2F (99371.730000 sec): 3 clusters
  Score: Raw -324803.557841 + Penalty 2737.508237 = -322066.049604
  nChanged 330
		SP:Iteration 3F (99371.930000 sec): 3 clusters
  Score: Raw -325077.463512 + Penalty 2737.508237 = -322339.955275
  nChanged 265
		SP:Iteration 4F (99372.090000 sec): 3 clusters
  Score: Raw -325274.926498 + Penalty 2737.508237 = -322537.418261
  nChanged 225
		SP:Iteration 5Q (99372.260000 sec): 3 clusters
  Score: Raw -325444.741625 + Penalty 2737.508237 = -322707.233388
  nChanged 205
		SP:Iteration 6Q (99372.470000 sec): 3 clusters
  Score: Raw -325615.371328 + Penalty 2737.508237 = -322877.863090
  nChanged 198
		SP:Iteration 7Q (99372.640000 sec): 3 clusters
  Score: Raw -325758.050004 + Penalty 2737.508237 = -323020.541767
  nChanged 161
		SP:Iteration 8Q (99372.880000 sec): 3 clusters
  Score: Raw -325856.322182 + Penalty 2737.508237 = -323118.813944
  nChanged 125
		SP:Iteration 9Q (99373.000000 sec): 3 clusters
  Score: Raw -325930.488939 + Penalty 2737.508237 = -323192.980702
  nChanged 96
		SP:Iteration 10Q (99373.160000 sec): 3 clusters
  Score: Raw -325986.242040 + Penalty 2737.508237 = -323248.733803
  nChanged 81
		SP:Iteration 11Q (99373.320000 sec): 3 clusters
  Score: Raw -326027.167610 + Penalty 2737.508237 = -323289.659372
  nChanged 62
		SP:Iteration 12Q (99373.480000 sec): 3 clusters
  Score: Raw -326051.615270 + Penalty 2737.508237 = -323314.107033
  nChanged 47
		SP:Iteration 13Q (99373.640000 sec): 3 clusters
  Score: Raw -326066.763576 + Penalty 2737.508237 = -323329.255339
  nChanged 31
		SP:Iteration 14Q (99373.880000 sec): 3 clusters
  Score: Raw -326075.442208 + Penalty 2737.508237 = -323337.933971
  nChanged 23
		SP:Iteration 15Q (99374.010000 sec): 3 clusters
  Score: Raw -326084.855830 + Penalty 2737.508237 = -323347.347592
  nChanged 21
		SP:Iteration 16Q (99374.170000 sec): 3 clusters
  Score: Raw -326089.525970 + Penalty 2737.508237 = -323352.017732
  nChanged 9
		SP:Iteration 17Q (99374.330000 sec): 3 clusters
  Score: Raw -326091.086833 + Penalty 2737.508237 = -323353.578596
  nChanged 9
		SP:Iteration 18Q (99374.490000 sec): 3 clusters
  Score: Raw -326092.646589 + Penalty 2737.508237 = -323355.138352
  nChanged 7
		SP:Iteration 19Q (99374.650000 sec): 3 clusters
  Score: Raw -326095.392324 + Penalty 2737.508237 = -323357.884087
  nChanged 9
		SP:Iteration 20F (99374.810000 sec): 3 clusters
  Score: Raw -326097.410085 + Penalty 2737.508237 = -323359.901848
  nChanged 4
		SP:Iteration 21Q (99374.990000 sec): 3 clusters
  Score: Raw -326098.745274 + Penalty 2737.508237 = -323361.237037
  nChanged 8
		SP:Iteration 22Q (99375.170000 sec): 3 clusters
  Score: Raw -326100.734752 + Penalty 2737.508237 = -323363.226515
  nChanged 9
		SP:Iteration 23Q (99375.330000 sec): 3 clusters
  Score: Raw -326102.668367 + Penalty 2737.508237 = -323365.160130
  nChanged 7
		SP:Iteration 24Q (99375.490000 sec): 3 clusters
  Score: Raw -326105.055097 + Penalty 2737.508237 = -323367.546860
  nChanged 11
		SP:Iteration 25Q (99375.650000 sec): 3 clusters
  Score: Raw -326109.206458 + Penalty 2737.508237 = -323371.698221
  nChanged 8
		SP:Iteration 26Q (99375.810000 sec): 3 clusters
  Score: Raw -326111.619126 + Penalty 2737.508237 = -323374.110889
  nChanged 7
		SP:Iteration 27Q (99375.970000 sec): 3 clusters
  Score: Raw -326113.003575 + Penalty 2737.508237 = -323375.495338
  nChanged 4
		SP:Iteration 28Q (99376.130000 sec): 3 clusters
  Score: Raw -326114.333045 + Penalty 2737.508237 = -323376.824808
  nChanged 5
		SP:Iteration 29Q (99376.290000 sec): 3 clusters
  Score: Raw -326115.118289 + Penalty 2737.508237 = -323377.610052
  nChanged 1
		SP:Iteration 30Q (99376.450000 sec): 3 clusters
  Score: Raw -326115.475029 + Penalty 2737.508237 = -323377.966792
  nChanged 3
		SP:Iteration 31Q (99376.610000 sec): 3 clusters
  Score: Raw -326116.659742 + Penalty 2737.508237 = -323379.151505
  nChanged 4
		SP:Iteration 32Q (99376.770000 sec): 3 clusters
  Score: Raw -326118.435814 + Penalty 2737.508237 = -323380.927577
  nChanged 5
		SP:Iteration 33Q (99376.930000 sec): 3 clusters
  Score: Raw -326119.310889 + Penalty 2737.508237 = -323381.802652
  nChanged 0
		SP:Iteration 34F (99377.090000 sec): 3 clusters
  Score: Raw -326119.310889 + Penalty 2737.508237 = -323381.802652
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 81 (4688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99377.180000 sec): 2 clusters
  Score: Raw -398732.591653 + Penalty 1373.573716 = -397359.017936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99377.340000 sec): 3 clusters
  Score: Raw -396330.010032 + Penalty 2747.147433 = -393582.862599
  nChanged 1874
		SP:Iteration 1F (99377.500000 sec): 3 clusters
  Score: Raw -397610.299541 + Penalty 2747.147433 = -394863.152108
  nChanged 444
		SP:Iteration 2F (99377.660000 sec): 3 clusters
  Score: Raw -398020.461341 + Penalty 2747.147433 = -395273.313909
  nChanged 384
		SP:Iteration 3F (99377.820000 sec): 3 clusters
  Score: Raw -398338.660577 + Penalty 2747.147433 = -395591.513144
  nChanged 294
		SP:Iteration 4F (99377.980000 sec): 3 clusters
  Score: Raw -398544.576916 + Penalty 2747.147433 = -395797.429483
  nChanged 225
		SP:Iteration 5Q (99378.140000 sec): 3 clusters
  Score: Raw -398683.829152 + Penalty 2747.147433 = -395936.681719
  nChanged 158
		SP:Iteration 6Q (99378.300000 sec): 3 clusters
  Score: Raw -398790.568958 + Penalty 2747.147433 = -396043.421525
  nChanged 152
		SP:Iteration 7Q (99378.460000 sec): 3 clusters
  Score: Raw -398901.011875 + Penalty 2747.147433 = -396153.864443
  nChanged 140
		SP:Iteration 8Q (99378.620000 sec): 3 clusters
  Score: Raw -399002.832052 + Penalty 2747.147433 = -396255.684619
  nChanged 120
		SP:Iteration 9Q (99378.780000 sec): 3 clusters
  Score: Raw -399088.017119 + Penalty 2747.147433 = -396340.869686
  nChanged 104
		SP:Iteration 10Q (99378.940000 sec): 3 clusters
  Score: Raw -399151.275318 + Penalty 2747.147433 = -396404.127885
  nChanged 80
		SP:Iteration 11Q (99379.100000 sec): 3 clusters
  Score: Raw -399203.048739 + Penalty 2747.147433 = -396455.901307
  nChanged 75
		SP:Iteration 12Q (99379.260000 sec): 3 clusters
  Score: Raw -399256.626291 + Penalty 2747.147433 = -396509.478859
  nChanged 77
		SP:Iteration 13Q (99379.420000 sec): 3 clusters
  Score: Raw -399293.420187 + Penalty 2747.147433 = -396546.272755
  nChanged 53
		SP:Iteration 14Q (99379.580000 sec): 3 clusters
  Score: Raw -399318.837839 + Penalty 2747.147433 = -396571.690406
  nChanged 45
		SP:Iteration 15Q (99379.740000 sec): 3 clusters
  Score: Raw -399338.374520 + Penalty 2747.147433 = -396591.227087
  nChanged 42
		SP:Iteration 16Q (99379.900000 sec): 3 clusters
  Score: Raw -399352.822109 + Penalty 2747.147433 = -396605.674676
  nChanged 33
		SP:Iteration 17Q (99380.060000 sec): 3 clusters
  Score: Raw -399363.981384 + Penalty 2747.147433 = -396616.833951
  nChanged 30
		SP:Iteration 18Q (99380.220000 sec): 3 clusters
  Score: Raw -399374.617701 + Penalty 2747.147433 = -396627.470269
  nChanged 20
		SP:Iteration 19Q (99380.380000 sec): 3 clusters
  Score: Raw -399378.951371 + Penalty 2747.147433 = -396631.803938
  nChanged 11
		SP:Iteration 20F (99380.540000 sec): 3 clusters
  Score: Raw -399381.073121 + Penalty 2747.147433 = -396633.925688
  nChanged 7
		SP:Iteration 21Q (99380.720000 sec): 3 clusters
  Score: Raw -399382.843795 + Penalty 2747.147433 = -396635.696362
  nChanged 6
		SP:Iteration 22Q (99380.900000 sec): 3 clusters
  Score: Raw -399385.014060 + Penalty 2747.147433 = -396637.866627
  nChanged 7
		SP:Iteration 23Q (99381.060000 sec): 3 clusters
  Score: Raw -399387.070477 + Penalty 2747.147433 = -396639.923045
  nChanged 7
		SP:Iteration 24Q (99381.220000 sec): 3 clusters
  Score: Raw -399389.333055 + Penalty 2747.147433 = -396642.185622
  nChanged 9
		SP:Iteration 25Q (99381.380000 sec): 3 clusters
  Score: Raw -399391.878002 + Penalty 2747.147433 = -396644.730570
  nChanged 11
		SP:Iteration 26Q (99381.540000 sec): 3 clusters
  Score: Raw -399393.814212 + Penalty 2747.147433 = -396646.666779
  nChanged 10
		SP:Iteration 27Q (99381.700000 sec): 3 clusters
  Score: Raw -399396.670327 + Penalty 2747.147433 = -396649.522894
  nChanged 12
		SP:Iteration 28Q (99381.860000 sec): 3 clusters
  Score: Raw -399400.563973 + Penalty 2747.147433 = -396653.416540
  nChanged 13
		SP:Iteration 29Q (99382.010000 sec): 3 clusters
  Score: Raw -399404.307359 + Penalty 2747.147433 = -396657.159926
  nChanged 13
		SP:Iteration 30Q (99382.170000 sec): 3 clusters
  Score: Raw -399408.891332 + Penalty 2747.147433 = -396661.743900
  nChanged 13
		SP:Iteration 31Q (99382.330000 sec): 3 clusters
  Score: Raw -399413.107086 + Penalty 2747.147433 = -396665.959653
  nChanged 13
		SP:Iteration 32Q (99382.490000 sec): 3 clusters
  Score: Raw -399418.481289 + Penalty 2747.147433 = -396671.333857
  nChanged 15
		SP:Iteration 33Q (99382.650000 sec): 3 clusters
  Score: Raw -399424.555377 + Penalty 2747.147433 = -396677.407944
  nChanged 19
		SP:Iteration 34Q (99382.810000 sec): 3 clusters
  Score: Raw -399430.397825 + Penalty 2747.147433 = -396683.250393
  nChanged 18
		SP:Iteration 35Q (99382.970000 sec): 3 clusters
  Score: Raw -399436.113465 + Penalty 2747.147433 = -396688.966033
  nChanged 13
		SP:Iteration 36Q (99383.130000 sec): 3 clusters
  Score: Raw -399439.210257 + Penalty 2747.147433 = -396692.062825
  nChanged 6
		SP:Iteration 37Q (99383.290000 sec): 3 clusters
  Score: Raw -399440.339942 + Penalty 2747.147433 = -396693.192510
  nChanged 6
		SP:Iteration 38Q (99383.450000 sec): 3 clusters
  Score: Raw -399441.413778 + Penalty 2747.147433 = -396694.266346
  nChanged 6
		SP:Iteration 39Q (99383.610000 sec): 3 clusters
  Score: Raw -399442.936506 + Penalty 2747.147433 = -396695.789074
  nChanged 6
		SP:Iteration 40F (99383.770000 sec): 3 clusters
  Score: Raw -399445.199908 + Penalty 2747.147433 = -396698.052475
  nChanged 5
		SP:Iteration 41Q (99383.930000 sec): 3 clusters
  Score: Raw -399446.588403 + Penalty 2747.147433 = -396699.440970
  nChanged 4
		SP:Iteration 42Q (99384.090000 sec): 3 clusters
  Score: Raw -399447.315295 + Penalty 2747.147433 = -396700.167863
  nChanged 4
		SP:Iteration 43Q (99384.250000 sec): 3 clusters
  Score: Raw -399448.345031 + Penalty 2747.147433 = -396701.197598
  nChanged 3
		SP:Iteration 44Q (99384.410000 sec): 3 clusters
  Score: Raw -399448.872162 + Penalty 2747.147433 = -396701.724730
  nChanged 2
		SP:Iteration 45Q (99384.570000 sec): 3 clusters
  Score: Raw -399449.150644 + Penalty 2747.147433 = -396702.003211
  nChanged 1
		SP:Iteration 46Q (99384.730000 sec): 3 clusters
  Score: Raw -399449.216827 + Penalty 2747.147433 = -396702.069394
  nChanged 0
		SP:Iteration 47F (99384.890000 sec): 3 clusters
  Score: Raw -399449.216827 + Penalty 2747.147433 = -396702.069394
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 82 (4300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99384.990000 sec): 2 clusters
  Score: Raw -387619.158387 + Penalty 1359.535174 = -386259.623213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99385.150000 sec): 3 clusters
  Score: Raw -385449.721430 + Penalty 2719.070348 = -382730.651082
  nChanged 1701
		SP:Iteration 1F (99385.310000 sec): 3 clusters
  Score: Raw -386587.377235 + Penalty 2719.070348 = -383868.306887
  nChanged 400
		SP:Iteration 2F (99385.470000 sec): 3 clusters
  Score: Raw -386959.342422 + Penalty 2719.070348 = -384240.272074
  nChanged 367
		SP:Iteration 3F (99385.630000 sec): 3 clusters
  Score: Raw -387287.453475 + Penalty 2719.070348 = -384568.383127
  nChanged 273
		SP:Iteration 4F (99385.790000 sec): 3 clusters
  Score: Raw -387493.943208 + Penalty 2719.070348 = -384774.872860
  nChanged 190
		SP:Iteration 5Q (99385.950000 sec): 3 clusters
  Score: Raw -387639.363187 + Penalty 2719.070348 = -384920.292839
  nChanged 172
		SP:Iteration 6Q (99386.110000 sec): 3 clusters
  Score: Raw -387762.578890 + Penalty 2719.070348 = -385043.508542
  nChanged 133
		SP:Iteration 7Q (99386.270000 sec): 3 clusters
  Score: Raw -387848.705891 + Penalty 2719.070348 = -385129.635543
  nChanged 114
		SP:Iteration 8Q (99386.430000 sec): 3 clusters
  Score: Raw -387914.989159 + Penalty 2719.070348 = -385195.918811
  nChanged 83
		SP:Iteration 9Q (99386.590000 sec): 3 clusters
  Score: Raw -387960.909949 + Penalty 2719.070348 = -385241.839601
  nChanged 65
		SP:Iteration 10Q (99386.750000 sec): 3 clusters
  Score: Raw -387993.566334 + Penalty 2719.070348 = -385274.495986
  nChanged 60
		SP:Iteration 11Q (99386.910000 sec): 3 clusters
  Score: Raw -388019.268266 + Penalty 2719.070348 = -385300.197918
  nChanged 45
		SP:Iteration 12Q (99387.070000 sec): 3 clusters
  Score: Raw -388040.700765 + Penalty 2719.070348 = -385321.630417
  nChanged 50
		SP:Iteration 13Q (99387.230000 sec): 3 clusters
  Score: Raw -388062.953147 + Penalty 2719.070348 = -385343.882799
  nChanged 31
		SP:Iteration 14Q (99387.390000 sec): 3 clusters
  Score: Raw -388073.820817 + Penalty 2719.070348 = -385354.750469
  nChanged 23
		SP:Iteration 15Q (99387.550000 sec): 3 clusters
  Score: Raw -388081.929082 + Penalty 2719.070348 = -385362.858734
  nChanged 27
		SP:Iteration 16Q (99387.710000 sec): 3 clusters
  Score: Raw -388092.174731 + Penalty 2719.070348 = -385373.104383
  nChanged 26
		SP:Iteration 17Q (99387.870000 sec): 3 clusters
  Score: Raw -388103.633087 + Penalty 2719.070348 = -385384.562739
  nChanged 22
		SP:Iteration 18Q (99388.030000 sec): 3 clusters
  Score: Raw -388112.757102 + Penalty 2719.070348 = -385393.686754
  nChanged 29
		SP:Iteration 19Q (99388.190000 sec): 3 clusters
  Score: Raw -388125.057820 + Penalty 2719.070348 = -385405.987472
  nChanged 34
		SP:Iteration 20F (99388.340000 sec): 3 clusters
  Score: Raw -388140.497246 + Penalty 2719.070348 = -385421.426898
  nChanged 46
		SP:Iteration 21Q (99388.500000 sec): 3 clusters
  Score: Raw -388161.112582 + Penalty 2719.070348 = -385442.042234
  nChanged 50
		SP:Iteration 22Q (99388.660000 sec): 3 clusters
  Score: Raw -388182.286848 + Penalty 2719.070348 = -385463.216500
  nChanged 41
		SP:Iteration 23Q (99388.820000 sec): 3 clusters
  Score: Raw -388198.020405 + Penalty 2719.070348 = -385478.950057
  nChanged 38
		SP:Iteration 24Q (99388.980000 sec): 3 clusters
  Score: Raw -388213.803990 + Penalty 2719.070348 = -385494.733642
  nChanged 42
		SP:Iteration 25Q (99389.140000 sec): 3 clusters
  Score: Raw -388234.959032 + Penalty 2719.070348 = -385515.888684
  nChanged 45
		SP:Iteration 26Q (99389.310000 sec): 3 clusters
  Score: Raw -388264.545024 + Penalty 2719.070348 = -385545.474676
  nChanged 44
		SP:Iteration 27Q (99389.490000 sec): 3 clusters
  Score: Raw -388296.093376 + Penalty 2719.070348 = -385577.023028
  nChanged 49
		SP:Iteration 28Q (99389.670000 sec): 3 clusters
  Score: Raw -388328.114630 + Penalty 2719.070348 = -385609.044282
  nChanged 54
		SP:Iteration 29Q (99389.840000 sec): 3 clusters
  Score: Raw -388364.798716 + Penalty 2719.070348 = -385645.728368
  nChanged 51
		SP:Iteration 30Q (99390.020000 sec): 3 clusters
  Score: Raw -388394.123120 + Penalty 2719.070348 = -385675.052772
  nChanged 38
		SP:Iteration 31Q (99390.190000 sec): 3 clusters
  Score: Raw -388411.133504 + Penalty 2719.070348 = -385692.063156
  nChanged 21
		SP:Iteration 32Q (99390.370000 sec): 3 clusters
  Score: Raw -388420.046740 + Penalty 2719.070348 = -385700.976392
  nChanged 21
		SP:Iteration 33Q (99390.550000 sec): 3 clusters
  Score: Raw -388426.966374 + Penalty 2719.070348 = -385707.896026
  nChanged 14
		SP:Iteration 34Q (99390.720000 sec): 3 clusters
  Score: Raw -388431.561176 + Penalty 2719.070348 = -385712.490828
  nChanged 12
		SP:Iteration 35Q (99390.900000 sec): 3 clusters
  Score: Raw -388435.156522 + Penalty 2719.070348 = -385716.086174
  nChanged 8
		SP:Iteration 36Q (99391.070000 sec): 3 clusters
  Score: Raw -388437.157106 + Penalty 2719.070348 = -385718.086758
  nChanged 8
		SP:Iteration 37Q (99391.250000 sec): 3 clusters
  Score: Raw -388439.847866 + Penalty 2719.070348 = -385720.777518
  nChanged 6
		SP:Iteration 38Q (99391.430000 sec): 3 clusters
  Score: Raw -388441.857056 + Penalty 2719.070348 = -385722.786708
  nChanged 6
		SP:Iteration 39Q (99391.600000 sec): 3 clusters
  Score: Raw -388444.926933 + Penalty 2719.070348 = -385725.856585
  nChanged 10
		SP:Iteration 40F (99391.780000 sec): 3 clusters
  Score: Raw -388448.344087 + Penalty 2719.070348 = -385729.273739
  nChanged 5
		SP:Iteration 41Q (99391.950000 sec): 3 clusters
  Score: Raw -388449.662344 + Penalty 2719.070348 = -385730.591996
  nChanged 4
		SP:Iteration 42Q (99392.130000 sec): 3 clusters
  Score: Raw -388450.420760 + Penalty 2719.070348 = -385731.350412
  nChanged 3
		SP:Iteration 43Q (99392.310000 sec): 3 clusters
  Score: Raw -388451.310436 + Penalty 2719.070348 = -385732.240088
  nChanged 2
		SP:Iteration 44Q (99392.480000 sec): 3 clusters
  Score: Raw -388451.823472 + Penalty 2719.070348 = -385732.753124
  nChanged 1
		SP:Iteration 45Q (99392.660000 sec): 3 clusters
  Score: Raw -388452.299520 + Penalty 2719.070348 = -385733.229172
  nChanged 2
		SP:Iteration 46Q (99392.830000 sec): 3 clusters
  Score: Raw -388452.528609 + Penalty 2719.070348 = -385733.458261
  nChanged 0
		SP:Iteration 47F (99393.010000 sec): 3 clusters
  Score: Raw -388452.528609 + Penalty 2719.070348 = -385733.458261
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 83 (4602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99393.110000 sec): 2 clusters
  Score: Raw -451561.446596 + Penalty 1370.565019 = -450190.881577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99393.290000 sec): 3 clusters
  Score: Raw -449228.008443 + Penalty 2741.130038 = -446486.878405
  nChanged 1856
		SP:Iteration 1F (99393.460000 sec): 3 clusters
  Score: Raw -450299.646854 + Penalty 2741.130038 = -447558.516816
  nChanged 365
		SP:Iteration 2F (99393.640000 sec): 3 clusters
  Score: Raw -450594.420820 + Penalty 2741.130038 = -447853.290782
  nChanged 346
		SP:Iteration 3F (99393.810000 sec): 3 clusters
  Score: Raw -450909.914287 + Penalty 2741.130038 = -448168.784249
  nChanged 333
		SP:Iteration 4F (99393.990000 sec): 3 clusters
  Score: Raw -451197.287437 + Penalty 2741.130038 = -448456.157399
  nChanged 284
		SP:Iteration 5F (99394.150000 sec): 3 clusters
  Score: Raw -451428.142464 + Penalty 2741.130038 = -448687.012426
  nChanged 211
		SP:Iteration 6Q (99394.320000 sec): 3 clusters
  Score: Raw -451582.901962 + Penalty 2741.130038 = -448841.771924
  nChanged 174
		SP:Iteration 7Q (99394.480000 sec): 3 clusters
  Score: Raw -451696.720500 + Penalty 2741.130038 = -448955.590462
  nChanged 127
		SP:Iteration 8Q (99394.640000 sec): 3 clusters
  Score: Raw -451768.084563 + Penalty 2741.130038 = -449026.954525
  nChanged 93
		SP:Iteration 9Q (99394.800000 sec): 3 clusters
  Score: Raw -451819.997363 + Penalty 2741.130038 = -449078.867325
  nChanged 81
		SP:Iteration 10Q (99394.970000 sec): 3 clusters
  Score: Raw -451861.216335 + Penalty 2741.130038 = -449120.086297
  nChanged 68
		SP:Iteration 11Q (99395.130000 sec): 3 clusters
  Score: Raw -451887.778459 + Penalty 2741.130038 = -449146.648421
  nChanged 52
		SP:Iteration 12Q (99395.300000 sec): 3 clusters
  Score: Raw -451908.514636 + Penalty 2741.130038 = -449167.384598
  nChanged 39
		SP:Iteration 13Q (99395.460000 sec): 3 clusters
  Score: Raw -451924.677762 + Penalty 2741.130038 = -449183.547724
  nChanged 41
		SP:Iteration 14Q (99395.620000 sec): 3 clusters
  Score: Raw -451941.654782 + Penalty 2741.130038 = -449200.524744
  nChanged 53
		SP:Iteration 15Q (99395.780000 sec): 3 clusters
  Score: Raw -451965.725462 + Penalty 2741.130038 = -449224.595425
  nChanged 44
		SP:Iteration 16Q (99395.950000 sec): 3 clusters
  Score: Raw -451984.645290 + Penalty 2741.130038 = -449243.515252
  nChanged 59
		SP:Iteration 17Q (99396.110000 sec): 3 clusters
  Score: Raw -452007.219679 + Penalty 2741.130038 = -449266.089641
  nChanged 49
		SP:Iteration 18Q (99396.270000 sec): 3 clusters
  Score: Raw -452024.220687 + Penalty 2741.130038 = -449283.090649
  nChanged 49
		SP:Iteration 19Q (99396.440000 sec): 3 clusters
  Score: Raw -452042.308005 + Penalty 2741.130038 = -449301.177967
  nChanged 41
		SP:Iteration 20F (99396.520000 sec): 3 clusters
  Score: Raw -452059.653949 + Penalty 2741.130038 = -449318.523911
  nChanged 42
		SP:Iteration 21Q (99396.620000 sec): 3 clusters
  Score: Raw -452077.457299 + Penalty 2741.130038 = -449336.327261
  nChanged 46
		SP:Iteration 22Q (99396.710000 sec): 3 clusters
  Score: Raw -452098.772057 + Penalty 2741.130038 = -449357.642019
  nChanged 40
		SP:Iteration 23Q (99396.800000 sec): 3 clusters
  Score: Raw -452116.032874 + Penalty 2741.130038 = -449374.902836
  nChanged 36
		SP:Iteration 24Q (99396.900000 sec): 3 clusters
  Score: Raw -452130.061530 + Penalty 2741.130038 = -449388.931492
  nChanged 37
		SP:Iteration 25Q (99396.990000 sec): 3 clusters
  Score: Raw -452142.307135 + Penalty 2741.130038 = -449401.177097
  nChanged 35
		SP:Iteration 26Q (99397.080000 sec): 3 clusters
  Score: Raw -452158.609640 + Penalty 2741.130038 = -449417.479602
  nChanged 48
		SP:Iteration 27Q (99397.170000 sec): 3 clusters
  Score: Raw -452180.282579 + Penalty 2741.130038 = -449439.152541
  nChanged 39
		SP:Iteration 28Q (99397.260000 sec): 3 clusters
  Score: Raw -452199.553871 + Penalty 2741.130038 = -449458.423833
  nChanged 45
		SP:Iteration 29Q (99397.350000 sec): 3 clusters
  Score: Raw -452219.793818 + Penalty 2741.130038 = -449478.663780
  nChanged 41
		SP:Iteration 30Q (99397.440000 sec): 3 clusters
  Score: Raw -452235.999318 + Penalty 2741.130038 = -449494.869280
  nChanged 33
		SP:Iteration 31Q (99397.540000 sec): 3 clusters
  Score: Raw -452250.730517 + Penalty 2741.130038 = -449509.600479
  nChanged 41
		SP:Iteration 32Q (99397.620000 sec): 3 clusters
  Score: Raw -452272.540337 + Penalty 2741.130038 = -449531.410299
  nChanged 39
		SP:Iteration 33Q (99397.710000 sec): 3 clusters
  Score: Raw -452291.820133 + Penalty 2741.130038 = -449550.690095
  nChanged 32
		SP:Iteration 34Q (99397.800000 sec): 3 clusters
  Score: Raw -452304.750044 + Penalty 2741.130038 = -449563.620006
  nChanged 18
		SP:Iteration 35Q (99397.900000 sec): 3 clusters
  Score: Raw -452310.295608 + Penalty 2741.130038 = -449569.165570
  nChanged 17
		SP:Iteration 36Q (99397.990000 sec): 3 clusters
  Score: Raw -452316.375633 + Penalty 2741.130038 = -449575.245595
  nChanged 17
		SP:Iteration 37Q (99398.080000 sec): 3 clusters
  Score: Raw -452322.565529 + Penalty 2741.130038 = -449581.435491
  nChanged 17
		SP:Iteration 38Q (99398.180000 sec): 3 clusters
  Score: Raw -452327.888306 + Penalty 2741.130038 = -449586.758268
  nChanged 10
		SP:Iteration 39Q (99398.270000 sec): 3 clusters
  Score: Raw -452330.926101 + Penalty 2741.130038 = -449589.796063
  nChanged 6
		SP:Iteration 40F (99398.350000 sec): 3 clusters
  Score: Raw -452332.818499 + Penalty 2741.130038 = -449591.688461
  nChanged 5
		SP:Iteration 41Q (99398.510000 sec): 3 clusters
  Score: Raw -452334.977041 + Penalty 2741.130038 = -449593.847003
  nChanged 10
		SP:Iteration 42Q (99398.590000 sec): 3 clusters
  Score: Raw -452339.452550 + Penalty 2741.130038 = -449598.322512
  nChanged 11
		SP:Iteration 43Q (99398.680000 sec): 3 clusters
  Score: Raw -452342.917605 + Penalty 2741.130038 = -449601.787567
  nChanged 10
		SP:Iteration 44Q (99398.780000 sec): 3 clusters
  Score: Raw -452345.965069 + Penalty 2741.130038 = -449604.835031
  nChanged 3
		SP:Iteration 45Q (99398.870000 sec): 3 clusters
  Score: Raw -452347.120657 + Penalty 2741.130038 = -449605.990619
  nChanged 6
		SP:Iteration 46Q (99398.960000 sec): 3 clusters
  Score: Raw -452348.833997 + Penalty 2741.130038 = -449607.703959
  nChanged 6
		SP:Iteration 47Q (99399.050000 sec): 3 clusters
  Score: Raw -452350.522830 + Penalty 2741.130038 = -449609.392792
  nChanged 6
		SP:Iteration 48Q (99399.140000 sec): 3 clusters
  Score: Raw -452352.289992 + Penalty 2741.130038 = -449611.159954
  nChanged 5
		SP:Iteration 49Q (99399.230000 sec): 3 clusters
  Score: Raw -452353.749549 + Penalty 2741.130038 = -449612.619511
  nChanged 4
		SP:Iteration 50Q (99399.320000 sec): 3 clusters
  Score: Raw -452354.821990 + Penalty 2741.130038 = -449613.691952
  nChanged 1
		SP:Iteration 51Q (99399.420000 sec): 3 clusters
  Score: Raw -452355.059857 + Penalty 2741.130038 = -449613.929819
  nChanged 1
		SP:Iteration 52Q (99399.510000 sec): 3 clusters
  Score: Raw -452355.341924 + Penalty 2741.130038 = -449614.211886
  nChanged 2
		SP:Iteration 53Q (99399.600000 sec): 3 clusters
  Score: Raw -452355.873925 + Penalty 2741.130038 = -449614.743887
  nChanged 1
		SP:Iteration 54Q (99399.690000 sec): 3 clusters
  Score: Raw -452356.020668 + Penalty 2741.130038 = -449614.890631
  nChanged 0
		SP:Iteration 55F (99399.780000 sec): 3 clusters
  Score: Raw -452356.020668 + Penalty 2741.130038 = -449614.890631
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 84 (7589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99399.890000 sec): 2 clusters
  Score: Raw -715600.111974 + Penalty 1451.848955 = -714148.263018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99400.110000 sec): 3 clusters
  Score: Raw -711452.103070 + Penalty 2903.697911 = -708548.405159
  nChanged 3160
		SP:Iteration 1F (99400.310000 sec): 3 clusters
  Score: Raw -713141.249986 + Penalty 2903.697911 = -710237.552075
  nChanged 468
		SP:Iteration 2F (99400.510000 sec): 3 clusters
  Score: Raw -713362.163376 + Penalty 2903.697911 = -710458.465466
  nChanged 386
		SP:Iteration 3F (99400.700000 sec): 3 clusters
  Score: Raw -713540.595899 + Penalty 2903.697911 = -710636.897989
  nChanged 324
		SP:Iteration 4Q (99400.900000 sec): 3 clusters
  Score: Raw -713672.010164 + Penalty 2903.697911 = -710768.312253
  nChanged 252
		SP:Iteration 5Q (99401.100000 sec): 3 clusters
  Score: Raw -713765.292601 + Penalty 2903.697911 = -710861.594690
  nChanged 237
		SP:Iteration 6Q (99401.300000 sec): 3 clusters
  Score: Raw -713861.353287 + Penalty 2903.697911 = -710957.655376
  nChanged 229
		SP:Iteration 7Q (99401.500000 sec): 3 clusters
  Score: Raw -713967.117055 + Penalty 2903.697911 = -711063.419144
  nChanged 255
		SP:Iteration 8Q (99401.700000 sec): 3 clusters
  Score: Raw -714070.248590 + Penalty 2903.697911 = -711166.550679
  nChanged 229
		SP:Iteration 9Q (99401.900000 sec): 3 clusters
  Score: Raw -714149.103220 + Penalty 2903.697911 = -711245.405309
  nChanged 203
		SP:Iteration 10Q (99402.100000 sec): 3 clusters
  Score: Raw -714224.052698 + Penalty 2903.697911 = -711320.354787
  nChanged 185
		SP:Iteration 11Q (99402.300000 sec): 3 clusters
  Score: Raw -714288.907539 + Penalty 2903.697911 = -711385.209628
  nChanged 181
		SP:Iteration 12Q (99402.500000 sec): 3 clusters
  Score: Raw -714346.889777 + Penalty 2903.697911 = -711443.191867
  nChanged 155
		SP:Iteration 13Q (99402.700000 sec): 3 clusters
  Score: Raw -714400.518842 + Penalty 2903.697911 = -711496.820931
  nChanged 162
		SP:Iteration 14Q (99402.900000 sec): 3 clusters
  Score: Raw -714455.327003 + Penalty 2903.697911 = -711551.629092
  nChanged 150
		SP:Iteration 15Q (99403.090000 sec): 3 clusters
  Score: Raw -714506.865785 + Penalty 2903.697911 = -711603.167874
  nChanged 150
		SP:Iteration 16Q (99403.290000 sec): 3 clusters
  Score: Raw -714553.959430 + Penalty 2903.697911 = -711650.261520
  nChanged 141
		SP:Iteration 17Q (99403.490000 sec): 3 clusters
  Score: Raw -714596.098630 + Penalty 2903.697911 = -711692.400720
  nChanged 132
		SP:Iteration 18Q (99403.690000 sec): 3 clusters
  Score: Raw -714636.807476 + Penalty 2903.697911 = -711733.109565
  nChanged 120
		SP:Iteration 19Q (99403.890000 sec): 3 clusters
  Score: Raw -714670.377268 + Penalty 2903.697911 = -711766.679358
  nChanged 97
		SP:Iteration 20F (99404.090000 sec): 3 clusters
  Score: Raw -714696.968583 + Penalty 2903.697911 = -711793.270673
  nChanged 78
		SP:Iteration 21Q (99404.290000 sec): 3 clusters
  Score: Raw -714713.495651 + Penalty 2903.697911 = -711809.797740
  nChanged 47
		SP:Iteration 22Q (99404.490000 sec): 3 clusters
  Score: Raw -714722.260510 + Penalty 2903.697911 = -711818.562599
  nChanged 45
		SP:Iteration 23Q (99404.680000 sec): 3 clusters
  Score: Raw -714729.615918 + Penalty 2903.697911 = -711825.918007
  nChanged 32
		SP:Iteration 24Q (99404.880000 sec): 3 clusters
  Score: Raw -714735.051119 + Penalty 2903.697911 = -711831.353209
  nChanged 25
		SP:Iteration 25Q (99405.080000 sec): 3 clusters
  Score: Raw -714739.033877 + Penalty 2903.697911 = -711835.335966
  nChanged 24
		SP:Iteration 26Q (99405.280000 sec): 3 clusters
  Score: Raw -714743.855671 + Penalty 2903.697911 = -711840.157761
  nChanged 37
		SP:Iteration 27Q (99405.480000 sec): 3 clusters
  Score: Raw -714750.596670 + Penalty 2903.697911 = -711846.898760
  nChanged 35
		SP:Iteration 28Q (99405.680000 sec): 3 clusters
  Score: Raw -714756.562080 + Penalty 2903.697911 = -711852.864169
  nChanged 40
		SP:Iteration 29Q (99405.880000 sec): 3 clusters
  Score: Raw -714762.989404 + Penalty 2903.697911 = -711859.291493
  nChanged 28
		SP:Iteration 30Q (99406.000000 sec): 3 clusters
  Score: Raw -714768.024303 + Penalty 2903.697911 = -711864.326393
  nChanged 38
		SP:Iteration 31Q (99406.200000 sec): 3 clusters
  Score: Raw -714774.719681 + Penalty 2903.697911 = -711871.021771
  nChanged 28
		SP:Iteration 32Q (99406.400000 sec): 3 clusters
  Score: Raw -714780.502413 + Penalty 2903.697911 = -711876.804502
  nChanged 38
		SP:Iteration 33Q (99406.600000 sec): 3 clusters
  Score: Raw -714788.920676 + Penalty 2903.697911 = -711885.222765
  nChanged 36
		SP:Iteration 34Q (99406.800000 sec): 3 clusters
  Score: Raw -714794.989571 + Penalty 2903.697911 = -711891.291660
  nChanged 31
		SP:Iteration 35Q (99407.000000 sec): 3 clusters
  Score: Raw -714800.045948 + Penalty 2903.697911 = -711896.348037
  nChanged 23
		SP:Iteration 36Q (99407.200000 sec): 3 clusters
  Score: Raw -714803.090763 + Penalty 2903.697911 = -711899.392852
  nChanged 19
		SP:Iteration 37Q (99407.400000 sec): 3 clusters
  Score: Raw -714806.246803 + Penalty 2903.697911 = -711902.548893
  nChanged 21
		SP:Iteration 38Q (99407.590000 sec): 3 clusters
  Score: Raw -714809.394641 + Penalty 2903.697911 = -711905.696730
  nChanged 18
		SP:Iteration 39Q (99407.790000 sec): 3 clusters
  Score: Raw -714812.286967 + Penalty 2903.697911 = -711908.589057
  nChanged 20
		SP:Iteration 40F (99407.990000 sec): 3 clusters
  Score: Raw -714815.503507 + Penalty 2903.697911 = -711911.805597
  nChanged 24
		SP:Iteration 41Q (99408.190000 sec): 3 clusters
  Score: Raw -714819.543447 + Penalty 2903.697911 = -711915.845536
  nChanged 24
		SP:Iteration 42Q (99408.380000 sec): 3 clusters
  Score: Raw -714824.476687 + Penalty 2903.697911 = -711920.778777
  nChanged 28
		SP:Iteration 43Q (99408.580000 sec): 3 clusters
  Score: Raw -714829.993954 + Penalty 2903.697911 = -711926.296043
  nChanged 30
		SP:Iteration 44Q (99408.780000 sec): 3 clusters
  Score: Raw -714835.813979 + Penalty 2903.697911 = -711932.116068
  nChanged 27
		SP:Iteration 45Q (99408.980000 sec): 3 clusters
  Score: Raw -714840.690245 + Penalty 2903.697911 = -711936.992334
  nChanged 27
		SP:Iteration 46Q (99409.170000 sec): 3 clusters
  Score: Raw -714847.193320 + Penalty 2903.697911 = -711943.495409
  nChanged 40
		SP:Iteration 47Q (99409.360000 sec): 3 clusters
  Score: Raw -714856.100081 + Penalty 2903.697911 = -711952.402171
  nChanged 33
		SP:Iteration 48Q (99409.570000 sec): 3 clusters
  Score: Raw -714861.226527 + Penalty 2903.697911 = -711957.528616
  nChanged 24
		SP:Iteration 49Q (99409.770000 sec): 3 clusters
  Score: Raw -714864.979189 + Penalty 2903.697911 = -711961.281278
  nChanged 18
		SP:Iteration 50Q (99409.960000 sec): 3 clusters
  Score: Raw -714867.613011 + Penalty 2903.697911 = -711963.915100
  nChanged 14
		SP:Iteration 51Q (99410.160000 sec): 3 clusters
  Score: Raw -714869.755470 + Penalty 2903.697911 = -711966.057559
  nChanged 17
		SP:Iteration 52Q (99410.360000 sec): 3 clusters
  Score: Raw -714872.180693 + Penalty 2903.697911 = -711968.482783
  nChanged 16
		SP:Iteration 53Q (99410.560000 sec): 3 clusters
  Score: Raw -714875.543869 + Penalty 2903.697911 = -711971.845958
  nChanged 23
		SP:Iteration 54Q (99410.760000 sec): 3 clusters
  Score: Raw -714880.022507 + Penalty 2903.697911 = -711976.324597
  nChanged 14
		SP:Iteration 55Q (99410.880000 sec): 3 clusters
  Score: Raw -714882.786747 + Penalty 2903.697911 = -711979.088837
  nChanged 15
		SP:Iteration 56Q (99411.080000 sec): 3 clusters
  Score: Raw -714884.996917 + Penalty 2903.697911 = -711981.299006
  nChanged 12
		SP:Iteration 57Q (99411.320000 sec): 3 clusters
  Score: Raw -714886.801942 + Penalty 2903.697911 = -711983.104031
  nChanged 14
		SP:Iteration 58Q (99411.520000 sec): 3 clusters
  Score: Raw -714888.975194 + Penalty 2903.697911 = -711985.277284
  nChanged 14
		SP:Iteration 59Q (99411.720000 sec): 3 clusters
  Score: Raw -714890.796448 + Penalty 2903.697911 = -711987.098537
  nChanged 11
		SP:Iteration 60F (99411.920000 sec): 3 clusters
  Score: Raw -714892.385686 + Penalty 2903.697911 = -711988.687775
  nChanged 10
		SP:Iteration 61Q (99412.120000 sec): 3 clusters
  Score: Raw -714894.087309 + Penalty 2903.697911 = -711990.389399
  nChanged 7
		SP:Iteration 62Q (99412.320000 sec): 3 clusters
  Score: Raw -714895.378033 + Penalty 2903.697911 = -711991.680123
  nChanged 8
		SP:Iteration 63Q (99412.520000 sec): 3 clusters
  Score: Raw -714897.109662 + Penalty 2903.697911 = -711993.411751
  nChanged 13
		SP:Iteration 64Q (99412.720000 sec): 3 clusters
  Score: Raw -714899.459712 + Penalty 2903.697911 = -711995.761802
  nChanged 11
		SP:Iteration 65Q (99412.920000 sec): 3 clusters
  Score: Raw -714901.906543 + Penalty 2903.697911 = -711998.208633
  nChanged 14
		SP:Iteration 66Q (99413.120000 sec): 3 clusters
  Score: Raw -714904.842216 + Penalty 2903.697911 = -712001.144305
  nChanged 19
		SP:Iteration 67Q (99413.310000 sec): 3 clusters
  Score: Raw -714907.979435 + Penalty 2903.697911 = -712004.281525
  nChanged 18
		SP:Iteration 68Q (99413.510000 sec): 3 clusters
  Score: Raw -714910.893992 + Penalty 2903.697911 = -712007.196081
  nChanged 19
		SP:Iteration 69Q (99413.710000 sec): 3 clusters
  Score: Raw -714914.155887 + Penalty 2903.697911 = -712010.457977
  nChanged 21
		SP:Iteration 70Q (99413.910000 sec): 3 clusters
  Score: Raw -714917.617873 + Penalty 2903.697911 = -712013.919963
  nChanged 19
		SP:Iteration 71Q (99414.110000 sec): 3 clusters
  Score: Raw -714921.577603 + Penalty 2903.697911 = -712017.879692
  nChanged 22
		SP:Iteration 72Q (99414.300000 sec): 3 clusters
  Score: Raw -714924.965664 + Penalty 2903.697911 = -712021.267754
  nChanged 16
		SP:Iteration 73Q (99414.500000 sec): 3 clusters
  Score: Raw -714927.645533 + Penalty 2903.697911 = -712023.947622
  nChanged 15
		SP:Iteration 74Q (99414.700000 sec): 3 clusters
  Score: Raw -714930.282221 + Penalty 2903.697911 = -712026.584310
  nChanged 19
		SP:Iteration 75Q (99414.900000 sec): 3 clusters
  Score: Raw -714933.568644 + Penalty 2903.697911 = -712029.870733
  nChanged 13
		SP:Iteration 76Q (99415.140000 sec): 3 clusters
  Score: Raw -714935.471157 + Penalty 2903.697911 = -712031.773247
  nChanged 11
		SP:Iteration 77Q (99415.260000 sec): 3 clusters
  Score: Raw -714937.090871 + Penalty 2903.697911 = -712033.392960
  nChanged 7
		SP:Iteration 78Q (99415.380000 sec): 3 clusters
  Score: Raw -714938.236686 + Penalty 2903.697911 = -712034.538776
  nChanged 9
		SP:Iteration 79Q (99415.520000 sec): 3 clusters
  Score: Raw -714939.321327 + Penalty 2903.697911 = -712035.623416
  nChanged 11
		SP:Iteration 80F (99415.640000 sec): 3 clusters
  Score: Raw -714940.956937 + Penalty 2903.697911 = -712037.259026
  nChanged 14
		SP:Iteration 81Q (99415.770000 sec): 3 clusters
  Score: Raw -714943.265078 + Penalty 2903.697911 = -712039.567168
  nChanged 19
		SP:Iteration 82Q (99415.900000 sec): 3 clusters
  Score: Raw -714947.252490 + Penalty 2903.697911 = -712043.554580
  nChanged 21
		SP:Iteration 83Q (99416.030000 sec): 3 clusters
  Score: Raw -714951.532062 + Penalty 2903.697911 = -712047.834152
  nChanged 26
		SP:Iteration 84Q (99416.160000 sec): 3 clusters
  Score: Raw -714956.643203 + Penalty 2903.697911 = -712052.945292
  nChanged 30
		SP:Iteration 85Q (99416.290000 sec): 3 clusters
  Score: Raw -714962.521759 + Penalty 2903.697911 = -712058.823848
  nChanged 31
		SP:Iteration 86Q (99416.420000 sec): 3 clusters
  Score: Raw -714970.976404 + Penalty 2903.697911 = -712067.278494
  nChanged 37
		SP:Iteration 87Q (99416.540000 sec): 3 clusters
  Score: Raw -714980.351966 + Penalty 2903.697911 = -712076.654055
  nChanged 42
		SP:Iteration 88Q (99416.660000 sec): 3 clusters
  Score: Raw -714990.094247 + Penalty 2903.697911 = -712086.396336
  nChanged 43
		SP:Iteration 89Q (99416.790000 sec): 3 clusters
  Score: Raw -714998.303846 + Penalty 2903.697911 = -712094.605935
  nChanged 32
		SP:Iteration 90Q (99416.910000 sec): 3 clusters
  Score: Raw -715005.358849 + Penalty 2903.697911 = -712101.660939
  nChanged 36
		SP:Iteration 91Q (99417.030000 sec): 3 clusters
  Score: Raw -715013.488617 + Penalty 2903.697911 = -712109.790706
  nChanged 33
		SP:Iteration 92Q (99417.150000 sec): 3 clusters
  Score: Raw -715021.612932 + Penalty 2903.697911 = -712117.915021
  nChanged 29
		SP:Iteration 93Q (99417.280000 sec): 3 clusters
  Score: Raw -715029.345116 + Penalty 2903.697911 = -712125.647206
  nChanged 34
		SP:Iteration 94Q (99417.400000 sec): 3 clusters
  Score: Raw -715041.411331 + Penalty 2903.697911 = -712137.713420
  nChanged 44
		SP:Iteration 95Q (99417.520000 sec): 3 clusters
  Score: Raw -715054.690035 + Penalty 2903.697911 = -712150.992125
  nChanged 46
		SP:Iteration 96Q (99417.640000 sec): 3 clusters
  Score: Raw -715068.834579 + Penalty 2903.697911 = -712165.136669
  nChanged 54
		SP:Iteration 97Q (99417.760000 sec): 3 clusters
  Score: Raw -715086.527476 + Penalty 2903.697911 = -712182.829566
  nChanged 64
		SP:Iteration 98Q (99417.880000 sec): 3 clusters
  Score: Raw -715109.446587 + Penalty 2903.697911 = -712205.748677
  nChanged 73
		SP:Iteration 99Q (99418.010000 sec): 3 clusters
  Score: Raw -715134.104238 + Penalty 2903.697911 = -712230.406327
  nChanged 62
		SP:Iteration 100F (99418.120000 sec): 3 clusters
  Score: Raw -715157.888468 + Penalty 2903.697911 = -712254.190558
  nChanged 58
		SP:Iteration 101Q (99418.250000 sec): 3 clusters
  Score: Raw -715181.858327 + Penalty 2903.697911 = -712278.160417
  nChanged 81
		SP:Iteration 102Q (99418.370000 sec): 3 clusters
  Score: Raw -715212.599336 + Penalty 2903.697911 = -712308.901425
  nChanged 75
		SP:Iteration 103Q (99418.490000 sec): 3 clusters
  Score: Raw -715243.916043 + Penalty 2903.697911 = -712340.218132
  nChanged 81
		SP:Iteration 104Q (99418.620000 sec): 3 clusters
  Score: Raw -715280.321241 + Penalty 2903.697911 = -712376.623330
  nChanged 97
		SP:Iteration 105Q (99418.740000 sec): 3 clusters
  Score: Raw -715328.919590 + Penalty 2903.697911 = -712425.221679
  nChanged 105
		SP:Iteration 106Q (99418.860000 sec): 3 clusters
  Score: Raw -715381.970971 + Penalty 2903.697911 = -712478.273061
  nChanged 101
		SP:Iteration 107Q (99418.980000 sec): 3 clusters
  Score: Raw -715439.767493 + Penalty 2903.697911 = -712536.069583
  nChanged 96
		SP:Iteration 108Q (99419.100000 sec): 3 clusters
  Score: Raw -715497.076997 + Penalty 2903.697911 = -712593.379087
  nChanged 86
		SP:Iteration 109Q (99419.230000 sec): 3 clusters
  Score: Raw -715546.893936 + Penalty 2903.697911 = -712643.196026
  nChanged 75
		SP:Iteration 110Q (99419.440000 sec): 3 clusters
  Score: Raw -715585.718417 + Penalty 2903.697911 = -712682.020507
  nChanged 55
		SP:Iteration 111Q (99419.600000 sec): 3 clusters
  Score: Raw -715610.084056 + Penalty 2903.697911 = -712706.386145
  nChanged 38
		SP:Iteration 112Q (99419.800000 sec): 3 clusters
  Score: Raw -715624.888623 + Penalty 2903.697911 = -712721.190712
  nChanged 33
		SP:Iteration 113Q (99420.000000 sec): 3 clusters
  Score: Raw -715638.061744 + Penalty 2903.697911 = -712734.363833
  nChanged 42
		SP:Iteration 114Q (99420.200000 sec): 3 clusters
  Score: Raw -715658.065623 + Penalty 2903.697911 = -712754.367712
  nChanged 33
		SP:Iteration 115Q (99420.400000 sec): 3 clusters
  Score: Raw -715676.842244 + Penalty 2903.697911 = -712773.144334
  nChanged 24
		SP:Iteration 116Q (99420.620000 sec): 3 clusters
  Score: Raw -715689.243445 + Penalty 2903.697911 = -712785.545535
  nChanged 25
		SP:Iteration 117Q (99420.820000 sec): 3 clusters
  Score: Raw -715700.640159 + Penalty 2903.697911 = -712796.942249
  nChanged 28
		SP:Iteration 118Q (99421.020000 sec): 3 clusters
  Score: Raw -715715.044278 + Penalty 2903.697911 = -712811.346367
  nChanged 16
		SP:Iteration 119Q (99421.200000 sec): 3 clusters
  Score: Raw -715723.671876 + Penalty 2903.697911 = -712819.973965
  nChanged 14
		SP:Iteration 120F (99421.470000 sec): 3 clusters
  Score: Raw -715730.235404 + Penalty 2903.697911 = -712826.537493
  nChanged 14
		SP:Iteration 121Q (99421.620000 sec): 3 clusters
  Score: Raw -715736.102231 + Penalty 2903.697911 = -712832.404320
  nChanged 15
		SP:Iteration 122Q (99421.820000 sec): 3 clusters
  Score: Raw -715744.602717 + Penalty 2903.697911 = -712840.904807
  nChanged 18
		SP:Iteration 123Q (99422.020000 sec): 3 clusters
  Score: Raw -715757.828964 + Penalty 2903.697911 = -712854.131054
  nChanged 17
		SP:Iteration 124Q (99422.220000 sec): 3 clusters
  Score: Raw -715768.061322 + Penalty 2903.697911 = -712864.363412
  nChanged 18
		SP:Iteration 125Q (99422.420000 sec): 3 clusters
  Score: Raw -715779.481477 + Penalty 2903.697911 = -712875.783566
  nChanged 15
		SP:Iteration 126Q (99422.620000 sec): 3 clusters
  Score: Raw -715788.330448 + Penalty 2903.697911 = -712884.632537
  nChanged 11
		SP:Iteration 127Q (99422.820000 sec): 3 clusters
  Score: Raw -715795.049917 + Penalty 2903.697911 = -712891.352006
  nChanged 12
		SP:Iteration 128Q (99423.020000 sec): 3 clusters
  Score: Raw -715802.827162 + Penalty 2903.697911 = -712899.129251
  nChanged 12
		SP:Iteration 129Q (99423.180000 sec): 3 clusters
  Score: Raw -715809.072293 + Penalty 2903.697911 = -712905.374383
  nChanged 7
		SP:Iteration 130Q (99423.300000 sec): 3 clusters
  Score: Raw -715813.018319 + Penalty 2903.697911 = -712909.320408
  nChanged 1
		SP:Iteration 131Q (99423.460000 sec): 3 clusters
  Score: Raw -715813.759346 + Penalty 2903.697911 = -712910.061436
  nChanged 1
		SP:Iteration 132Q (99423.580000 sec): 3 clusters
  Score: Raw -715814.960174 + Penalty 2903.697911 = -712911.262263
  nChanged 1
		SP:Iteration 133Q (99423.700000 sec): 3 clusters
  Score: Raw -715815.617088 + Penalty 2903.697911 = -712911.919177
  nChanged 0
		SP:Iteration 134F (99423.830000 sec): 3 clusters
  Score: Raw -715815.617088 + Penalty 2903.697911 = -712911.919177
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 85 (2934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99423.940000 sec): 2 clusters
  Score: Raw -228906.835164 + Penalty 1297.419818 = -227609.415345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99424.120000 sec): 3 clusters
  Score: Raw -227494.568048 + Penalty 2594.839637 = -224899.728411
  nChanged 1140
		SP:Iteration 1F (99424.290000 sec): 3 clusters
  Score: Raw -228149.960297 + Penalty 2594.839637 = -225555.120660
  nChanged 244
		SP:Iteration 2F (99424.470000 sec): 3 clusters
  Score: Raw -228333.133305 + Penalty 2594.839637 = -225738.293669
  nChanged 181
		SP:Iteration 3F (99424.610000 sec): 3 clusters
  Score: Raw -228465.689603 + Penalty 2594.839637 = -225870.849966
  nChanged 140
		SP:Iteration 4Q (99424.670000 sec): 3 clusters
  Score: Raw -228557.441680 + Penalty 2594.839637 = -225962.602043
  nChanged 112
		SP:Iteration 5Q (99424.840000 sec): 3 clusters
  Score: Raw -228634.189484 + Penalty 2594.839637 = -226039.349847
  nChanged 97
		SP:Iteration 6Q (99424.900000 sec): 3 clusters
  Score: Raw -228713.328541 + Penalty 2594.839637 = -226118.488905
  nChanged 98
		SP:Iteration 7Q (99424.960000 sec): 3 clusters
  Score: Raw -228808.128041 + Penalty 2594.839637 = -226213.288405
  nChanged 103
		SP:Iteration 8Q (99425.020000 sec): 3 clusters
  Score: Raw -228868.738182 + Penalty 2594.839637 = -226273.898546
  nChanged 75
		SP:Iteration 9Q (99425.070000 sec): 3 clusters
  Score: Raw -228917.642946 + Penalty 2594.839637 = -226322.803310
  nChanged 65
		SP:Iteration 10Q (99425.130000 sec): 3 clusters
  Score: Raw -228948.189693 + Penalty 2594.839637 = -226353.350057
  nChanged 46
		SP:Iteration 11Q (99425.190000 sec): 3 clusters
  Score: Raw -228968.599893 + Penalty 2594.839637 = -226373.760256
  nChanged 37
		SP:Iteration 12Q (99425.250000 sec): 3 clusters
  Score: Raw -228986.454523 + Penalty 2594.839637 = -226391.614886
  nChanged 27
		SP:Iteration 13Q (99425.310000 sec): 3 clusters
  Score: Raw -228998.991177 + Penalty 2594.839637 = -226404.151540
  nChanged 29
		SP:Iteration 14Q (99425.370000 sec): 3 clusters
  Score: Raw -229016.123864 + Penalty 2594.839637 = -226421.284227
  nChanged 27
		SP:Iteration 15Q (99425.430000 sec): 3 clusters
  Score: Raw -229026.468516 + Penalty 2594.839637 = -226431.628879
  nChanged 21
		SP:Iteration 16Q (99425.480000 sec): 3 clusters
  Score: Raw -229034.102380 + Penalty 2594.839637 = -226439.262743
  nChanged 14
		SP:Iteration 17Q (99425.540000 sec): 3 clusters
  Score: Raw -229041.464507 + Penalty 2594.839637 = -226446.624871
  nChanged 16
		SP:Iteration 18Q (99425.600000 sec): 3 clusters
  Score: Raw -229049.035065 + Penalty 2594.839637 = -226454.195428
  nChanged 22
		SP:Iteration 19Q (99425.660000 sec): 3 clusters
  Score: Raw -229057.448306 + Penalty 2594.839637 = -226462.608669
  nChanged 12
		SP:Iteration 20F (99425.710000 sec): 3 clusters
  Score: Raw -229061.583581 + Penalty 2594.839637 = -226466.743944
  nChanged 13
		SP:Iteration 21Q (99425.770000 sec): 3 clusters
  Score: Raw -229066.704886 + Penalty 2594.839637 = -226471.865250
  nChanged 16
		SP:Iteration 22Q (99425.830000 sec): 3 clusters
  Score: Raw -229074.976277 + Penalty 2594.839637 = -226480.136640
  nChanged 14
		SP:Iteration 23Q (99425.880000 sec): 3 clusters
  Score: Raw -229080.138038 + Penalty 2594.839637 = -226485.298401
  nChanged 9
		SP:Iteration 24Q (99425.940000 sec): 3 clusters
  Score: Raw -229083.785254 + Penalty 2594.839637 = -226488.945617
  nChanged 6
		SP:Iteration 25Q (99426.000000 sec): 3 clusters
  Score: Raw -229085.514772 + Penalty 2594.839637 = -226490.675136
  nChanged 5
		SP:Iteration 26Q (99426.170000 sec): 3 clusters
  Score: Raw -229087.611703 + Penalty 2594.839637 = -226492.772066
  nChanged 7
		SP:Iteration 27Q (99426.340000 sec): 3 clusters
  Score: Raw -229089.657510 + Penalty 2594.839637 = -226494.817874
  nChanged 6
		SP:Iteration 28Q (99426.520000 sec): 3 clusters
  Score: Raw -229091.833125 + Penalty 2594.839637 = -226496.993488
  nChanged 9
		SP:Iteration 29Q (99426.690000 sec): 3 clusters
  Score: Raw -229096.074561 + Penalty 2594.839637 = -226501.234924
  nChanged 9
		SP:Iteration 30Q (99426.870000 sec): 3 clusters
  Score: Raw -229098.732676 + Penalty 2594.839637 = -226503.893040
  nChanged 7
		SP:Iteration 31Q (99427.050000 sec): 3 clusters
  Score: Raw -229101.600317 + Penalty 2594.839637 = -226506.760681
  nChanged 3
		SP:Iteration 32Q (99427.220000 sec): 3 clusters
  Score: Raw -229103.526163 + Penalty 2594.839637 = -226508.686526
  nChanged 5
		SP:Iteration 33Q (99427.400000 sec): 3 clusters
  Score: Raw -229105.521747 + Penalty 2594.839637 = -226510.682111
  nChanged 5
		SP:Iteration 34Q (99427.570000 sec): 3 clusters
  Score: Raw -229107.288308 + Penalty 2594.839637 = -226512.448671
  nChanged 8
		SP:Iteration 35Q (99427.750000 sec): 3 clusters
  Score: Raw -229109.533181 + Penalty 2594.839637 = -226514.693545
  nChanged 7
		SP:Iteration 36Q (99427.930000 sec): 3 clusters
  Score: Raw -229111.611600 + Penalty 2594.839637 = -226516.771964
  nChanged 4
		SP:Iteration 37Q (99428.100000 sec): 3 clusters
  Score: Raw -229113.127292 + Penalty 2594.839637 = -226518.287656
  nChanged 4
		SP:Iteration 38Q (99428.270000 sec): 3 clusters
  Score: Raw -229114.789834 + Penalty 2594.839637 = -226519.950198
  nChanged 5
		SP:Iteration 39Q (99428.430000 sec): 3 clusters
  Score: Raw -229117.480201 + Penalty 2594.839637 = -226522.640564
  nChanged 8
		SP:Iteration 40F (99428.590000 sec): 3 clusters
  Score: Raw -229120.172163 + Penalty 2594.839637 = -226525.332526
  nChanged 8
		SP:Iteration 41Q (99428.750000 sec): 3 clusters
  Score: Raw -229123.061244 + Penalty 2594.839637 = -226528.221607
  nChanged 6
		SP:Iteration 42Q (99428.910000 sec): 3 clusters
  Score: Raw -229126.163287 + Penalty 2594.839637 = -226531.323651
  nChanged 6
		SP:Iteration 43Q (99429.070000 sec): 3 clusters
  Score: Raw -229128.099869 + Penalty 2594.839637 = -226533.260232
  nChanged 1
		SP:Iteration 44Q (99429.230000 sec): 3 clusters
  Score: Raw -229128.494485 + Penalty 2594.839637 = -226533.654849
  nChanged 3
		SP:Iteration 45Q (99429.390000 sec): 3 clusters
  Score: Raw -229129.262017 + Penalty 2594.839637 = -226534.422381
  nChanged 1
		SP:Iteration 46Q (99429.560000 sec): 3 clusters
  Score: Raw -229129.601343 + Penalty 2594.839637 = -226534.761706
  nChanged 0
		SP:Iteration 47F (99429.710000 sec): 3 clusters
  Score: Raw -229129.601343 + Penalty 2594.839637 = -226534.761706
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 86 (558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99429.780000 sec): 2 clusters
  Score: Raw -35285.265695 + Penalty 1027.708331 = -34257.557363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99429.940000 sec): 3 clusters
  Score: Raw -35235.747249 + Penalty 2055.416663 = -33180.330586
  nChanged 152
		SP:Iteration 1F (99430.120000 sec): 3 clusters
  Score: Raw -35474.731199 + Penalty 2055.416663 = -33419.314536
  nChanged 36
		SP:Iteration 2F (99430.290000 sec): 3 clusters
  Score: Raw -35571.133825 + Penalty 2055.416663 = -33515.717162
  nChanged 25
		SP:Iteration 3Q (99430.470000 sec): 3 clusters
  Score: Raw -35655.881172 + Penalty 2055.416663 = -33600.464509
  nChanged 17
		SP:Iteration 4Q (99430.650000 sec): 3 clusters
  Score: Raw -35722.037738 + Penalty 2055.416663 = -33666.621075
  nChanged 22
		SP:Iteration 5Q (99430.820000 sec): 3 clusters
  Score: Raw -35767.116896 + Penalty 2055.416663 = -33711.700233
  nChanged 11
		SP:Iteration 6Q (99431.000000 sec): 3 clusters
  Score: Raw -35799.176428 + Penalty 2055.416663 = -33743.759765
  nChanged 4
		SP:Iteration 7Q (99431.170000 sec): 3 clusters
  Score: Raw -35808.013564 + Penalty 2055.416663 = -33752.596901
  nChanged 2
		SP:Iteration 8Q (99431.350000 sec): 3 clusters
  Score: Raw -35814.254405 + Penalty 2055.416663 = -33758.837742
  nChanged 2
		SP:Iteration 9Q (99431.530000 sec): 3 clusters
  Score: Raw -35825.446019 + Penalty 2055.416663 = -33770.029356
  nChanged 4
		SP:Iteration 10Q (99431.700000 sec): 3 clusters
  Score: Raw -35830.920781 + Penalty 2055.416663 = -33775.504118
  nChanged 3
		SP:Iteration 11Q (99431.870000 sec): 3 clusters
  Score: Raw -35836.140323 + Penalty 2055.416663 = -33780.723660
  nChanged 3
		SP:Iteration 12Q (99432.050000 sec): 3 clusters
  Score: Raw -35840.282809 + Penalty 2055.416663 = -33784.866147
  nChanged 2
		SP:Iteration 13Q (99432.230000 sec): 3 clusters
  Score: Raw -35852.900196 + Penalty 2055.416663 = -33797.483533
  nChanged 3
		SP:Iteration 14Q (99432.400000 sec): 3 clusters
  Score: Raw -35863.538947 + Penalty 2055.416663 = -33808.122284
  nChanged 1
		SP:Iteration 15Q (99432.580000 sec): 3 clusters
  Score: Raw -35874.408840 + Penalty 2055.416663 = -33818.992177
  nChanged 2
		SP:Iteration 16Q (99432.750000 sec): 3 clusters
  Score: Raw -35879.940462 + Penalty 2055.416663 = -33824.523799
  nChanged 1
		SP:Iteration 17Q (99432.930000 sec): 3 clusters
  Score: Raw -35884.838366 + Penalty 2055.416663 = -33829.421703
  nChanged 0
		SP:Iteration 18F (99433.110000 sec): 3 clusters
  Score: Raw -35884.838366 + Penalty 2055.416663 = -33829.421703
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 87 (2149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99433.190000 sec): 2 clusters
  Score: Raw -171548.156473 + Penalty 1246.823158 = -170301.333315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99433.370000 sec): 3 clusters
  Score: Raw -170621.871899 + Penalty 2493.646316 = -168128.225583
  nChanged 799
		SP:Iteration 1F (99433.550000 sec): 3 clusters
  Score: Raw -171166.220582 + Penalty 2493.646316 = -168672.574266
  nChanged 161
		SP:Iteration 2F (99433.720000 sec): 3 clusters
  Score: Raw -171279.324215 + Penalty 2493.646316 = -168785.677899
  nChanged 105
		SP:Iteration 3Q (99433.890000 sec): 3 clusters
  Score: Raw -171352.518990 + Penalty 2493.646316 = -168858.872673
  nChanged 78
		SP:Iteration 4Q (99434.070000 sec): 3 clusters
  Score: Raw -171421.106223 + Penalty 2493.646316 = -168927.459906
  nChanged 65
		SP:Iteration 5Q (99434.250000 sec): 3 clusters
  Score: Raw -171464.661084 + Penalty 2493.646316 = -168971.014767
  nChanged 59
		SP:Iteration 6Q (99434.420000 sec): 3 clusters
  Score: Raw -171510.236497 + Penalty 2493.646316 = -169016.590181
  nChanged 59
		SP:Iteration 7Q (99434.600000 sec): 3 clusters
  Score: Raw -171550.130121 + Penalty 2493.646316 = -169056.483804
  nChanged 46
		SP:Iteration 8Q (99434.770000 sec): 3 clusters
  Score: Raw -171581.831588 + Penalty 2493.646316 = -169088.185272
  nChanged 37
		SP:Iteration 9Q (99434.950000 sec): 3 clusters
  Score: Raw -171608.854536 + Penalty 2493.646316 = -169115.208219
  nChanged 39
		SP:Iteration 10Q (99435.130000 sec): 3 clusters
  Score: Raw -171630.868737 + Penalty 2493.646316 = -169137.222421
  nChanged 23
		SP:Iteration 11Q (99435.300000 sec): 3 clusters
  Score: Raw -171649.597336 + Penalty 2493.646316 = -169155.951020
  nChanged 26
		SP:Iteration 12Q (99435.480000 sec): 3 clusters
  Score: Raw -171667.483694 + Penalty 2493.646316 = -169173.837378
  nChanged 24
		SP:Iteration 13Q (99435.650000 sec): 3 clusters
  Score: Raw -171686.011696 + Penalty 2493.646316 = -169192.365380
  nChanged 24
		SP:Iteration 14Q (99435.850000 sec): 3 clusters
  Score: Raw -171706.740843 + Penalty 2493.646316 = -169213.094527
  nChanged 26
		SP:Iteration 15Q (99436.010000 sec): 3 clusters
  Score: Raw -171721.680535 + Penalty 2493.646316 = -169228.034219
  nChanged 20
		SP:Iteration 16Q (99436.180000 sec): 3 clusters
  Score: Raw -171731.408314 + Penalty 2493.646316 = -169237.761997
  nChanged 11
		SP:Iteration 17Q (99436.360000 sec): 3 clusters
  Score: Raw -171736.492803 + Penalty 2493.646316 = -169242.846487
  nChanged 11
		SP:Iteration 18Q (99436.530000 sec): 3 clusters
  Score: Raw -171740.310552 + Penalty 2493.646316 = -169246.664236
  nChanged 3
		SP:Iteration 19Q (99436.710000 sec): 3 clusters
  Score: Raw -171741.783048 + Penalty 2493.646316 = -169248.136732
  nChanged 8
		SP:Iteration 20F (99436.890000 sec): 3 clusters
  Score: Raw -171745.813620 + Penalty 2493.646316 = -169252.167303
  nChanged 5
		SP:Iteration 21Q (99437.060000 sec): 3 clusters
  Score: Raw -171747.963139 + Penalty 2493.646316 = -169254.316823
  nChanged 4
		SP:Iteration 22Q (99437.240000 sec): 3 clusters
  Score: Raw -171749.271706 + Penalty 2493.646316 = -169255.625389
  nChanged 1
		SP:Iteration 23Q (99437.410000 sec): 3 clusters
  Score: Raw -171749.519058 + Penalty 2493.646316 = -169255.872741
  nChanged 0
		SP:Iteration 24F (99437.590000 sec): 3 clusters
  Score: Raw -171749.519058 + Penalty 2493.646316 = -169255.872741
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 88 (3331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99437.660000 sec): 2 clusters
  Score: Raw -265188.525468 + Penalty 1318.042024 = -263870.483445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99437.840000 sec): 3 clusters
  Score: Raw -263616.771300 + Penalty 2636.084047 = -260980.687252
  nChanged 1293
		SP:Iteration 1F (99438.010000 sec): 3 clusters
  Score: Raw -264548.333738 + Penalty 2636.084047 = -261912.249690
  nChanged 339
		SP:Iteration 2F (99438.190000 sec): 3 clusters
  Score: Raw -264859.109913 + Penalty 2636.084047 = -262223.025865
  nChanged 241
		SP:Iteration 3F (99438.360000 sec): 3 clusters
  Score: Raw -265047.941802 + Penalty 2636.084047 = -262411.857755
  nChanged 175
		SP:Iteration 4F (99438.540000 sec): 3 clusters
  Score: Raw -265192.679837 + Penalty 2636.084047 = -262556.595790
  nChanged 148
		SP:Iteration 5Q (99438.710000 sec): 3 clusters
  Score: Raw -265292.689609 + Penalty 2636.084047 = -262656.605561
  nChanged 98
		SP:Iteration 6Q (99438.890000 sec): 3 clusters
  Score: Raw -265353.467285 + Penalty 2636.084047 = -262717.383237
  nChanged 80
		SP:Iteration 7Q (99439.070000 sec): 3 clusters
  Score: Raw -265411.695686 + Penalty 2636.084047 = -262775.611638
  nChanged 78
		SP:Iteration 8Q (99439.240000 sec): 3 clusters
  Score: Raw -265469.277849 + Penalty 2636.084047 = -262833.193801
  nChanged 70
		SP:Iteration 9Q (99439.420000 sec): 3 clusters
  Score: Raw -265507.148658 + Penalty 2636.084047 = -262871.064610
  nChanged 65
		SP:Iteration 10Q (99439.590000 sec): 3 clusters
  Score: Raw -265538.808232 + Penalty 2636.084047 = -262902.724184
  nChanged 52
		SP:Iteration 11Q (99439.770000 sec): 3 clusters
  Score: Raw -265562.456605 + Penalty 2636.084047 = -262926.372558
  nChanged 34
		SP:Iteration 12Q (99439.950000 sec): 3 clusters
  Score: Raw -265577.028149 + Penalty 2636.084047 = -262940.944102
  nChanged 29
		SP:Iteration 13Q (99440.120000 sec): 3 clusters
  Score: Raw -265588.617702 + Penalty 2636.084047 = -262952.533655
  nChanged 28
		SP:Iteration 14Q (99440.300000 sec): 3 clusters
  Score: Raw -265600.938499 + Penalty 2636.084047 = -262964.854452
  nChanged 30
		SP:Iteration 15Q (99440.470000 sec): 3 clusters
  Score: Raw -265613.796786 + Penalty 2636.084047 = -262977.712738
  nChanged 25
		SP:Iteration 16Q (99440.650000 sec): 3 clusters
  Score: Raw -265625.552526 + Penalty 2636.084047 = -262989.468478
  nChanged 16
		SP:Iteration 17Q (99440.830000 sec): 3 clusters
  Score: Raw -265629.794944 + Penalty 2636.084047 = -262993.710896
  nChanged 8
		SP:Iteration 18Q (99441.000000 sec): 3 clusters
  Score: Raw -265630.798869 + Penalty 2636.084047 = -262994.714822
  nChanged 8
		SP:Iteration 19Q (99441.180000 sec): 3 clusters
  Score: Raw -265632.388533 + Penalty 2636.084047 = -262996.304486
  nChanged 8
		SP:Iteration 20F (99441.350000 sec): 3 clusters
  Score: Raw -265634.355009 + Penalty 2636.084047 = -262998.270962
  nChanged 6
		SP:Iteration 21Q (99441.530000 sec): 3 clusters
  Score: Raw -265635.569492 + Penalty 2636.084047 = -262999.485445
  nChanged 3
		SP:Iteration 22Q (99441.710000 sec): 3 clusters
  Score: Raw -265636.253571 + Penalty 2636.084047 = -263000.169524
  nChanged 2
		SP:Iteration 23Q (99441.880000 sec): 3 clusters
  Score: Raw -265637.246028 + Penalty 2636.084047 = -263001.161980
  nChanged 2
		SP:Iteration 24Q (99442.060000 sec): 3 clusters
  Score: Raw -265637.705430 + Penalty 2636.084047 = -263001.621382
  nChanged 2
		SP:Iteration 25Q (99442.230000 sec): 3 clusters
  Score: Raw -265638.008900 + Penalty 2636.084047 = -263001.924852
  nChanged 1
		SP:Iteration 26Q (99442.410000 sec): 3 clusters
  Score: Raw -265638.176566 + Penalty 2636.084047 = -263002.092519
  nChanged 0
		SP:Iteration 27F (99442.590000 sec): 3 clusters
  Score: Raw -265638.176566 + Penalty 2636.084047 = -263002.092519
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 89 (5829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99442.710000 sec): 2 clusters
  Score: Raw -487156.694161 + Penalty 1408.972620 = -485747.721541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99442.930000 sec): 3 clusters
  Score: Raw -483987.621567 + Penalty 2817.945240 = -481169.676327
  nChanged 2453
		SP:Iteration 1F (99443.090000 sec): 3 clusters
  Score: Raw -485456.741060 + Penalty 2817.945240 = -482638.795820
  nChanged 480
		SP:Iteration 2F (99443.260000 sec): 3 clusters
  Score: Raw -485784.695352 + Penalty 2817.945240 = -482966.750112
  nChanged 401
		SP:Iteration 3F (99443.430000 sec): 3 clusters
  Score: Raw -486085.512814 + Penalty 2817.945240 = -483267.567575
  nChanged 379
		SP:Iteration 4F (99443.600000 sec): 3 clusters
  Score: Raw -486375.740417 + Penalty 2817.945240 = -483557.795178
  nChanged 343
		SP:Iteration 5F (99443.770000 sec): 3 clusters
  Score: Raw -486637.012406 + Penalty 2817.945240 = -483819.067166
  nChanged 291
		SP:Iteration 6Q (99443.940000 sec): 3 clusters
  Score: Raw -486824.583853 + Penalty 2817.945240 = -484006.638613
  nChanged 221
		SP:Iteration 7Q (99444.110000 sec): 3 clusters
  Score: Raw -486968.867022 + Penalty 2817.945240 = -484150.921783
  nChanged 235
		SP:Iteration 8Q (99444.280000 sec): 3 clusters
  Score: Raw -487118.016659 + Penalty 2817.945240 = -484300.071419
  nChanged 171
		SP:Iteration 9Q (99444.450000 sec): 3 clusters
  Score: Raw -487216.225152 + Penalty 2817.945240 = -484398.279912
  nChanged 146
		SP:Iteration 10Q (99444.610000 sec): 3 clusters
  Score: Raw -487287.120260 + Penalty 2817.945240 = -484469.175020
  nChanged 119
		SP:Iteration 11Q (99444.780000 sec): 3 clusters
  Score: Raw -487347.228165 + Penalty 2817.945240 = -484529.282926
  nChanged 112
		SP:Iteration 12Q (99444.950000 sec): 3 clusters
  Score: Raw -487407.540993 + Penalty 2817.945240 = -484589.595753
  nChanged 107
		SP:Iteration 13Q (99445.120000 sec): 3 clusters
  Score: Raw -487453.530294 + Penalty 2817.945240 = -484635.585054
  nChanged 90
		SP:Iteration 14Q (99445.270000 sec): 3 clusters
  Score: Raw -487493.075542 + Penalty 2817.945240 = -484675.130302
  nChanged 83
		SP:Iteration 15Q (99445.450000 sec): 3 clusters
  Score: Raw -487526.425292 + Penalty 2817.945240 = -484708.480052
  nChanged 70
		SP:Iteration 16Q (99445.640000 sec): 3 clusters
  Score: Raw -487553.732873 + Penalty 2817.945240 = -484735.787633
  nChanged 61
		SP:Iteration 17Q (99445.820000 sec): 3 clusters
  Score: Raw -487578.977204 + Penalty 2817.945240 = -484761.031965
  nChanged 63
		SP:Iteration 18Q (99445.990000 sec): 3 clusters
  Score: Raw -487608.834364 + Penalty 2817.945240 = -484790.889124
  nChanged 61
		SP:Iteration 19Q (99446.150000 sec): 3 clusters
  Score: Raw -487631.743295 + Penalty 2817.945240 = -484813.798055
  nChanged 45
		SP:Iteration 20F (99446.360000 sec): 3 clusters
  Score: Raw -487646.432547 + Penalty 2817.945240 = -484828.487307
  nChanged 43
		SP:Iteration 21Q (99446.530000 sec): 3 clusters
  Score: Raw -487664.937314 + Penalty 2817.945240 = -484846.992074
  nChanged 46
		SP:Iteration 22Q (99446.740000 sec): 3 clusters
  Score: Raw -487687.476063 + Penalty 2817.945240 = -484869.530823
  nChanged 46
		SP:Iteration 23Q (99446.910000 sec): 3 clusters
  Score: Raw -487708.074093 + Penalty 2817.945240 = -484890.128853
  nChanged 49
		SP:Iteration 24Q (99447.120000 sec): 3 clusters
  Score: Raw -487734.329578 + Penalty 2817.945240 = -484916.384338
  nChanged 38
		SP:Iteration 25Q (99447.330000 sec): 3 clusters
  Score: Raw -487749.479220 + Penalty 2817.945240 = -484931.533980
  nChanged 34
		SP:Iteration 26Q (99447.540000 sec): 3 clusters
  Score: Raw -487764.288795 + Penalty 2817.945240 = -484946.343555
  nChanged 38
		SP:Iteration 27Q (99447.750000 sec): 3 clusters
  Score: Raw -487776.342563 + Penalty 2817.945240 = -484958.397323
  nChanged 31
		SP:Iteration 28Q (99447.970000 sec): 3 clusters
  Score: Raw -487789.552506 + Penalty 2817.945240 = -484971.607266
  nChanged 32
		SP:Iteration 29Q (99448.160000 sec): 3 clusters
  Score: Raw -487802.519626 + Penalty 2817.945240 = -484984.574386
  nChanged 38
		SP:Iteration 30Q (99448.260000 sec): 3 clusters
  Score: Raw -487821.220529 + Penalty 2817.945240 = -485003.275290
  nChanged 45
		SP:Iteration 31Q (99448.360000 sec): 3 clusters
  Score: Raw -487841.740519 + Penalty 2817.945240 = -485023.795279
  nChanged 46
		SP:Iteration 32Q (99448.460000 sec): 3 clusters
  Score: Raw -487861.530801 + Penalty 2817.945240 = -485043.585561
  nChanged 42
		SP:Iteration 33Q (99448.560000 sec): 3 clusters
  Score: Raw -487880.851986 + Penalty 2817.945240 = -485062.906746
  nChanged 40
		SP:Iteration 34Q (99448.670000 sec): 3 clusters
  Score: Raw -487899.450953 + Penalty 2817.945240 = -485081.505714
  nChanged 34
		SP:Iteration 35Q (99448.770000 sec): 3 clusters
  Score: Raw -487912.179035 + Penalty 2817.945240 = -485094.233795
  nChanged 25
		SP:Iteration 36Q (99448.870000 sec): 3 clusters
  Score: Raw -487921.749054 + Penalty 2817.945240 = -485103.803814
  nChanged 25
		SP:Iteration 37Q (99448.970000 sec): 3 clusters
  Score: Raw -487928.924847 + Penalty 2817.945240 = -485110.979607
  nChanged 23
		SP:Iteration 38Q (99449.190000 sec): 3 clusters
  Score: Raw -487937.223734 + Penalty 2817.945240 = -485119.278494
  nChanged 22
		SP:Iteration 39Q (99449.360000 sec): 3 clusters
  Score: Raw -487947.118548 + Penalty 2817.945240 = -485129.173308
  nChanged 18
		SP:Iteration 40F (99449.490000 sec): 3 clusters
  Score: Raw -487955.655833 + Penalty 2817.945240 = -485137.710593
  nChanged 18
		SP:Iteration 41Q (99449.660000 sec): 3 clusters
  Score: Raw -487964.212775 + Penalty 2817.945240 = -485146.267535
  nChanged 27
		SP:Iteration 42Q (99449.830000 sec): 3 clusters
  Score: Raw -487975.121935 + Penalty 2817.945240 = -485157.176695
  nChanged 24
		SP:Iteration 43Q (99450.000000 sec): 3 clusters
  Score: Raw -487983.514546 + Penalty 2817.945240 = -485165.569306
  nChanged 23
		SP:Iteration 44Q (99450.170000 sec): 3 clusters
  Score: Raw -487991.027095 + Penalty 2817.945240 = -485173.081855
  nChanged 16
		SP:Iteration 45Q (99450.330000 sec): 3 clusters
  Score: Raw -487996.670773 + Penalty 2817.945240 = -485178.725533
  nChanged 14
		SP:Iteration 46Q (99450.500000 sec): 3 clusters
  Score: Raw -488002.207683 + Penalty 2817.945240 = -485184.262444
  nChanged 15
		SP:Iteration 47Q (99450.710000 sec): 3 clusters
  Score: Raw -488006.984009 + Penalty 2817.945240 = -485189.038769
  nChanged 12
		SP:Iteration 48Q (99450.920000 sec): 3 clusters
  Score: Raw -488011.235785 + Penalty 2817.945240 = -485193.290546
  nChanged 10
		SP:Iteration 49Q (99451.090000 sec): 3 clusters
  Score: Raw -488014.548977 + Penalty 2817.945240 = -485196.603737
  nChanged 12
		SP:Iteration 50Q (99451.280000 sec): 3 clusters
  Score: Raw -488018.369528 + Penalty 2817.945240 = -485200.424288
  nChanged 13
		SP:Iteration 51Q (99451.490000 sec): 3 clusters
  Score: Raw -488022.171123 + Penalty 2817.945240 = -485204.225884
  nChanged 10
		SP:Iteration 52Q (99451.700000 sec): 3 clusters
  Score: Raw -488025.747119 + Penalty 2817.945240 = -485207.801879
  nChanged 10
		SP:Iteration 53Q (99451.870000 sec): 3 clusters
  Score: Raw -488028.280218 + Penalty 2817.945240 = -485210.334978
  nChanged 7
		SP:Iteration 54Q (99452.030000 sec): 3 clusters
  Score: Raw -488030.326665 + Penalty 2817.945240 = -485212.381425
  nChanged 5
		SP:Iteration 55Q (99452.220000 sec): 3 clusters
  Score: Raw -488031.616625 + Penalty 2817.945240 = -485213.671386
  nChanged 3
		SP:Iteration 56Q (99452.330000 sec): 3 clusters
  Score: Raw -488032.128431 + Penalty 2817.945240 = -485214.183192
  nChanged 2
		SP:Iteration 57Q (99452.430000 sec): 3 clusters
  Score: Raw -488032.610119 + Penalty 2817.945240 = -485214.664879
  nChanged 4
		SP:Iteration 58Q (99452.530000 sec): 3 clusters
  Score: Raw -488033.229953 + Penalty 2817.945240 = -485215.284713
  nChanged 3
		SP:Iteration 59Q (99452.750000 sec): 3 clusters
  Score: Raw -488034.229756 + Penalty 2817.945240 = -485216.284516
  nChanged 1
		SP:Iteration 60F (99452.920000 sec): 3 clusters
  Score: Raw -488034.419225 + Penalty 2817.945240 = -485216.473986
  nChanged 2
		SP:Iteration 61Q (99453.040000 sec): 3 clusters
  Score: Raw -488034.840105 + Penalty 2817.945240 = -485216.894866
  nChanged 1
		SP:Iteration 62Q (99453.220000 sec): 3 clusters
  Score: Raw -488034.983069 + Penalty 2817.945240 = -485217.037829
  nChanged 2
		SP:Iteration 63Q (99453.390000 sec): 3 clusters
  Score: Raw -488035.512967 + Penalty 2817.945240 = -485217.567727
  nChanged 1
		SP:Iteration 64Q (99453.600000 sec): 3 clusters
  Score: Raw -488035.625132 + Penalty 2817.945240 = -485217.679892
  nChanged 0
		SP:Iteration 65F (99453.810000 sec): 3 clusters
  Score: Raw -488035.625132 + Penalty 2817.945240 = -485217.679892
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 90 (5153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99453.940000 sec): 2 clusters
  Score: Raw -436235.153021 + Penalty 1388.941832 = -434846.211189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99454.120000 sec): 3 clusters
  Score: Raw -433559.975605 + Penalty 2777.883663 = -430782.091942
  nChanged 2121
		SP:Iteration 1F (99454.290000 sec): 3 clusters
  Score: Raw -434915.184473 + Penalty 2777.883663 = -432137.300810
  nChanged 472
		SP:Iteration 2F (99454.470000 sec): 3 clusters
  Score: Raw -435285.429079 + Penalty 2777.883663 = -432507.545416
  nChanged 377
		SP:Iteration 3F (99454.640000 sec): 3 clusters
  Score: Raw -435573.251258 + Penalty 2777.883663 = -432795.367595
  nChanged 307
		SP:Iteration 4F (99454.810000 sec): 3 clusters
  Score: Raw -435791.095918 + Penalty 2777.883663 = -433013.212255
  nChanged 252
		SP:Iteration 5Q (99454.990000 sec): 3 clusters
  Score: Raw -435965.411195 + Penalty 2777.883663 = -433187.527532
  nChanged 215
		SP:Iteration 6Q (99455.160000 sec): 3 clusters
  Score: Raw -436108.847418 + Penalty 2777.883663 = -433330.963755
  nChanged 161
		SP:Iteration 7Q (99455.340000 sec): 3 clusters
  Score: Raw -436211.289232 + Penalty 2777.883663 = -433433.405569
  nChanged 140
		SP:Iteration 8Q (99455.510000 sec): 3 clusters
  Score: Raw -436294.162911 + Penalty 2777.883663 = -433516.279248
  nChanged 128
		SP:Iteration 9Q (99455.690000 sec): 3 clusters
  Score: Raw -436360.221825 + Penalty 2777.883663 = -433582.338162
  nChanged 102
		SP:Iteration 10Q (99455.860000 sec): 3 clusters
  Score: Raw -436415.681195 + Penalty 2777.883663 = -433637.797532
  nChanged 100
		SP:Iteration 11Q (99456.030000 sec): 3 clusters
  Score: Raw -436477.688592 + Penalty 2777.883663 = -433699.804928
  nChanged 89
		SP:Iteration 12Q (99456.210000 sec): 3 clusters
  Score: Raw -436526.935782 + Penalty 2777.883663 = -433749.052118
  nChanged 91
		SP:Iteration 13Q (99456.380000 sec): 3 clusters
  Score: Raw -436583.016351 + Penalty 2777.883663 = -433805.132687
  nChanged 105
		SP:Iteration 14Q (99456.550000 sec): 3 clusters
  Score: Raw -436643.751472 + Penalty 2777.883663 = -433865.867809
  nChanged 88
		SP:Iteration 15Q (99456.730000 sec): 3 clusters
  Score: Raw -436705.013237 + Penalty 2777.883663 = -433927.129574
  nChanged 89
		SP:Iteration 16Q (99456.900000 sec): 3 clusters
  Score: Raw -436750.785329 + Penalty 2777.883663 = -433972.901666
  nChanged 67
		SP:Iteration 17Q (99457.080000 sec): 3 clusters
  Score: Raw -436783.681747 + Penalty 2777.883663 = -434005.798084
  nChanged 64
		SP:Iteration 18Q (99457.250000 sec): 3 clusters
  Score: Raw -436815.942993 + Penalty 2777.883663 = -434038.059330
  nChanged 68
		SP:Iteration 19Q (99457.430000 sec): 3 clusters
  Score: Raw -436842.807633 + Penalty 2777.883663 = -434064.923970
  nChanged 52
		SP:Iteration 20F (99457.600000 sec): 3 clusters
  Score: Raw -436862.578304 + Penalty 2777.883663 = -434084.694641
  nChanged 47
		SP:Iteration 21Q (99457.770000 sec): 3 clusters
  Score: Raw -436880.349274 + Penalty 2777.883663 = -434102.465611
  nChanged 49
		SP:Iteration 22Q (99457.950000 sec): 3 clusters
  Score: Raw -436897.257497 + Penalty 2777.883663 = -434119.373834
  nChanged 37
		SP:Iteration 23Q (99458.120000 sec): 3 clusters
  Score: Raw -436915.897322 + Penalty 2777.883663 = -434138.013659
  nChanged 44
		SP:Iteration 24Q (99458.300000 sec): 3 clusters
  Score: Raw -436938.977172 + Penalty 2777.883663 = -434161.093509
  nChanged 50
		SP:Iteration 25Q (99458.470000 sec): 3 clusters
  Score: Raw -436962.285872 + Penalty 2777.883663 = -434184.402209
  nChanged 46
		SP:Iteration 26Q (99458.650000 sec): 3 clusters
  Score: Raw -436982.537183 + Penalty 2777.883663 = -434204.653519
  nChanged 47
		SP:Iteration 27Q (99458.820000 sec): 3 clusters
  Score: Raw -437008.777008 + Penalty 2777.883663 = -434230.893345
  nChanged 44
		SP:Iteration 28Q (99459.000000 sec): 3 clusters
  Score: Raw -437026.066295 + Penalty 2777.883663 = -434248.182632
  nChanged 26
		SP:Iteration 29Q (99459.170000 sec): 3 clusters
  Score: Raw -437032.900254 + Penalty 2777.883663 = -434255.016591
  nChanged 15
		SP:Iteration 30Q (99459.330000 sec): 3 clusters
  Score: Raw -437037.937956 + Penalty 2777.883663 = -434260.054292
  nChanged 18
		SP:Iteration 31Q (99459.510000 sec): 3 clusters
  Score: Raw -437043.693215 + Penalty 2777.883663 = -434265.809552
  nChanged 11
		SP:Iteration 32Q (99459.680000 sec): 3 clusters
  Score: Raw -437047.454457 + Penalty 2777.883663 = -434269.570794
  nChanged 12
		SP:Iteration 33Q (99459.860000 sec): 3 clusters
  Score: Raw -437049.510771 + Penalty 2777.883663 = -434271.627107
  nChanged 6
		SP:Iteration 34Q (99460.030000 sec): 3 clusters
  Score: Raw -437050.383324 + Penalty 2777.883663 = -434272.499661
  nChanged 2
		SP:Iteration 35Q (99460.200000 sec): 3 clusters
  Score: Raw -437050.995923 + Penalty 2777.883663 = -434273.112259
  nChanged 3
		SP:Iteration 36Q (99460.380000 sec): 3 clusters
  Score: Raw -437051.713190 + Penalty 2777.883663 = -434273.829527
  nChanged 2
		SP:Iteration 37Q (99460.550000 sec): 3 clusters
  Score: Raw -437052.214156 + Penalty 2777.883663 = -434274.330493
  nChanged 2
		SP:Iteration 38Q (99460.730000 sec): 3 clusters
  Score: Raw -437052.526258 + Penalty 2777.883663 = -434274.642595
  nChanged 3
		SP:Iteration 39Q (99460.900000 sec): 3 clusters
  Score: Raw -437053.129403 + Penalty 2777.883663 = -434275.245740
  nChanged 1
		SP:Iteration 40F (99461.080000 sec): 3 clusters
  Score: Raw -437053.458806 + Penalty 2777.883663 = -434275.575142
  nChanged 3
		SP:Iteration 41Q (99461.250000 sec): 3 clusters
  Score: Raw -437054.822009 + Penalty 2777.883663 = -434276.938346
  nChanged 2
		SP:Iteration 42Q (99461.420000 sec): 3 clusters
  Score: Raw -437055.544595 + Penalty 2777.883663 = -434277.660932
  nChanged 0
		SP:Iteration 43F (99461.600000 sec): 3 clusters
  Score: Raw -437055.544595 + Penalty 2777.883663 = -434277.660932
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 91 (3666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99461.700000 sec): 2 clusters
  Score: Raw -309281.873407 + Penalty 1333.614170 = -307948.259237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99461.880000 sec): 3 clusters
  Score: Raw -307510.579930 + Penalty 2667.228339 = -304843.351590
  nChanged 1405
		SP:Iteration 1F (99462.060000 sec): 3 clusters
  Score: Raw -308365.408434 + Penalty 2667.228339 = -305698.180094
  nChanged 333
		SP:Iteration 2F (99462.230000 sec): 3 clusters
  Score: Raw -308626.483635 + Penalty 2667.228339 = -305959.255296
  nChanged 267
		SP:Iteration 3F (99462.400000 sec): 3 clusters
  Score: Raw -308834.638120 + Penalty 2667.228339 = -306167.409781
  nChanged 213
		SP:Iteration 4F (99462.580000 sec): 3 clusters
  Score: Raw -309005.097989 + Penalty 2667.228339 = -306337.869650
  nChanged 187
		SP:Iteration 5F (99462.760000 sec): 3 clusters
  Score: Raw -309144.322632 + Penalty 2667.228339 = -306477.094293
  nChanged 139
		SP:Iteration 6Q (99462.930000 sec): 3 clusters
  Score: Raw -309238.499030 + Penalty 2667.228339 = -306571.270690
  nChanged 122
		SP:Iteration 7Q (99463.110000 sec): 3 clusters
  Score: Raw -309337.092006 + Penalty 2667.228339 = -306669.863666
  nChanged 113
		SP:Iteration 8Q (99463.240000 sec): 3 clusters
  Score: Raw -309449.166102 + Penalty 2667.228339 = -306781.937763
  nChanged 113
		SP:Iteration 9Q (99463.420000 sec): 3 clusters
  Score: Raw -309530.921902 + Penalty 2667.228339 = -306863.693562
  nChanged 84
		SP:Iteration 10Q (99463.590000 sec): 3 clusters
  Score: Raw -309602.739899 + Penalty 2667.228339 = -306935.511560
  nChanged 85
		SP:Iteration 11Q (99463.760000 sec): 3 clusters
  Score: Raw -309685.470014 + Penalty 2667.228339 = -307018.241675
  nChanged 92
		SP:Iteration 12Q (99463.940000 sec): 3 clusters
  Score: Raw -309757.779724 + Penalty 2667.228339 = -307090.551385
  nChanged 76
		SP:Iteration 13Q (99464.120000 sec): 3 clusters
  Score: Raw -309809.800050 + Penalty 2667.228339 = -307142.571711
  nChanged 53
		SP:Iteration 14Q (99464.290000 sec): 3 clusters
  Score: Raw -309842.243242 + Penalty 2667.228339 = -307175.014903
  nChanged 50
		SP:Iteration 15Q (99464.470000 sec): 3 clusters
  Score: Raw -309872.088776 + Penalty 2667.228339 = -307204.860437
  nChanged 33
		SP:Iteration 16Q (99464.640000 sec): 3 clusters
  Score: Raw -309894.440802 + Penalty 2667.228339 = -307227.212462
  nChanged 33
		SP:Iteration 17Q (99464.820000 sec): 3 clusters
  Score: Raw -309912.946980 + Penalty 2667.228339 = -307245.718641
  nChanged 26
		SP:Iteration 18Q (99465.000000 sec): 3 clusters
  Score: Raw -309928.939110 + Penalty 2667.228339 = -307261.710770
  nChanged 30
		SP:Iteration 19Q (99465.170000 sec): 3 clusters
  Score: Raw -309949.112001 + Penalty 2667.228339 = -307281.883661
  nChanged 29
		SP:Iteration 20F (99465.350000 sec): 3 clusters
  Score: Raw -309963.972586 + Penalty 2667.228339 = -307296.744247
  nChanged 27
		SP:Iteration 21Q (99465.520000 sec): 3 clusters
  Score: Raw -309981.529737 + Penalty 2667.228339 = -307314.301398
  nChanged 27
		SP:Iteration 22Q (99465.700000 sec): 3 clusters
  Score: Raw -309997.600391 + Penalty 2667.228339 = -307330.372052
  nChanged 28
		SP:Iteration 23Q (99465.840000 sec): 3 clusters
  Score: Raw -310016.354069 + Penalty 2667.228339 = -307349.125730
  nChanged 22
		SP:Iteration 24Q (99465.920000 sec): 3 clusters
  Score: Raw -310027.995659 + Penalty 2667.228339 = -307360.767319
  nChanged 16
		SP:Iteration 25Q (99465.990000 sec): 3 clusters
  Score: Raw -310038.775279 + Penalty 2667.228339 = -307371.546939
  nChanged 14
		SP:Iteration 26Q (99466.060000 sec): 3 clusters
  Score: Raw -310049.028210 + Penalty 2667.228339 = -307381.799871
  nChanged 20
		SP:Iteration 27Q (99466.130000 sec): 3 clusters
  Score: Raw -310063.413169 + Penalty 2667.228339 = -307396.184830
  nChanged 16
		SP:Iteration 28Q (99466.200000 sec): 3 clusters
  Score: Raw -310075.062641 + Penalty 2667.228339 = -307407.834302
  nChanged 15
		SP:Iteration 29Q (99466.270000 sec): 3 clusters
  Score: Raw -310082.760353 + Penalty 2667.228339 = -307415.532014
  nChanged 9
		SP:Iteration 30Q (99466.340000 sec): 3 clusters
  Score: Raw -310086.655746 + Penalty 2667.228339 = -307419.427407
  nChanged 4
		SP:Iteration 31Q (99466.410000 sec): 3 clusters
  Score: Raw -310088.194627 + Penalty 2667.228339 = -307420.966288
  nChanged 1
		SP:Iteration 32Q (99466.550000 sec): 3 clusters
  Score: Raw -310088.472102 + Penalty 2667.228339 = -307421.243762
  nChanged 0
		SP:Iteration 33F (99466.620000 sec): 3 clusters
  Score: Raw -310088.472102 + Penalty 2667.228339 = -307421.243762
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 92 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99466.760000 sec): 2 clusters
  Score: Raw -313756.109654 + Penalty 1311.725238 = -312444.384416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99466.910000 sec): 3 clusters
  Score: Raw -312226.848986 + Penalty 2623.450475 = -309603.398511
  nChanged 1243
		SP:Iteration 1F (99467.060000 sec): 3 clusters
  Score: Raw -313038.570889 + Penalty 2623.450475 = -310415.120414
  nChanged 273
		SP:Iteration 2F (99467.170000 sec): 3 clusters
  Score: Raw -313240.244664 + Penalty 2623.450475 = -310616.794189
  nChanged 200
		SP:Iteration 3F (99467.250000 sec): 3 clusters
  Score: Raw -313412.082536 + Penalty 2623.450475 = -310788.632060
  nChanged 192
		SP:Iteration 4F (99467.320000 sec): 3 clusters
  Score: Raw -313564.422698 + Penalty 2623.450475 = -310940.972223
  nChanged 163
		SP:Iteration 5F (99467.380000 sec): 3 clusters
  Score: Raw -313690.248237 + Penalty 2623.450475 = -311066.797762
  nChanged 137
		SP:Iteration 6Q (99467.440000 sec): 3 clusters
  Score: Raw -313777.292433 + Penalty 2623.450475 = -311153.841958
  nChanged 109
		SP:Iteration 7Q (99467.500000 sec): 3 clusters
  Score: Raw -313852.228050 + Penalty 2623.450475 = -311228.777574
  nChanged 89
		SP:Iteration 8Q (99467.570000 sec): 3 clusters
  Score: Raw -313927.596823 + Penalty 2623.450475 = -311304.146348
  nChanged 82
		SP:Iteration 9Q (99467.630000 sec): 3 clusters
  Score: Raw -313996.931652 + Penalty 2623.450475 = -311373.481177
  nChanged 69
		SP:Iteration 10Q (99467.690000 sec): 3 clusters
  Score: Raw -314057.136154 + Penalty 2623.450475 = -311433.685679
  nChanged 68
		SP:Iteration 11Q (99467.750000 sec): 3 clusters
  Score: Raw -314112.095384 + Penalty 2623.450475 = -311488.644909
  nChanged 64
		SP:Iteration 12Q (99467.810000 sec): 3 clusters
  Score: Raw -314157.931620 + Penalty 2623.450475 = -311534.481144
  nChanged 59
		SP:Iteration 13Q (99467.870000 sec): 3 clusters
  Score: Raw -314194.545879 + Penalty 2623.450475 = -311571.095404
  nChanged 56
		SP:Iteration 14Q (99467.930000 sec): 3 clusters
  Score: Raw -314235.411110 + Penalty 2623.450475 = -311611.960634
  nChanged 47
		SP:Iteration 15Q (99468.000000 sec): 3 clusters
  Score: Raw -314265.586607 + Penalty 2623.450475 = -311642.136131
  nChanged 48
		SP:Iteration 16Q (99468.060000 sec): 3 clusters
  Score: Raw -314300.537586 + Penalty 2623.450475 = -311677.087111
  nChanged 50
		SP:Iteration 17Q (99468.120000 sec): 3 clusters
  Score: Raw -314338.605939 + Penalty 2623.450475 = -311715.155464
  nChanged 63
		SP:Iteration 18Q (99468.180000 sec): 3 clusters
  Score: Raw -314385.208294 + Penalty 2623.450475 = -311761.757818
  nChanged 46
		SP:Iteration 19Q (99468.240000 sec): 3 clusters
  Score: Raw -314413.323974 + Penalty 2623.450475 = -311789.873499
  nChanged 41
		SP:Iteration 20F (99468.300000 sec): 3 clusters
  Score: Raw -314438.509840 + Penalty 2623.450475 = -311815.059365
  nChanged 39
		SP:Iteration 21Q (99468.360000 sec): 3 clusters
  Score: Raw -314459.223617 + Penalty 2623.450475 = -311835.773142
  nChanged 15
		SP:Iteration 22Q (99468.520000 sec): 3 clusters
  Score: Raw -314465.670684 + Penalty 2623.450475 = -311842.220209
  nChanged 11
		SP:Iteration 23Q (99468.670000 sec): 3 clusters
  Score: Raw -314471.004123 + Penalty 2623.450475 = -311847.553648
  nChanged 7
		SP:Iteration 24Q (99468.850000 sec): 3 clusters
  Score: Raw -314474.856245 + Penalty 2623.450475 = -311851.405770
  nChanged 9
		SP:Iteration 25Q (99469.020000 sec): 3 clusters
  Score: Raw -314477.724950 + Penalty 2623.450475 = -311854.274475
  nChanged 4
		SP:Iteration 26Q (99469.200000 sec): 3 clusters
  Score: Raw -314478.683910 + Penalty 2623.450475 = -311855.233434
  nChanged 2
		SP:Iteration 27Q (99469.410000 sec): 3 clusters
  Score: Raw -314479.136687 + Penalty 2623.450475 = -311855.686212
  nChanged 4
		SP:Iteration 28Q (99469.600000 sec): 3 clusters
  Score: Raw -314480.405475 + Penalty 2623.450475 = -311856.955000
  nChanged 4
		SP:Iteration 29Q (99469.760000 sec): 3 clusters
  Score: Raw -314481.437135 + Penalty 2623.450475 = -311857.986660
  nChanged 3
		SP:Iteration 30Q (99469.920000 sec): 3 clusters
  Score: Raw -314482.165747 + Penalty 2623.450475 = -311858.715272
  nChanged 1
		SP:Iteration 31Q (99470.080000 sec): 3 clusters
  Score: Raw -314482.403289 + Penalty 2623.450475 = -311858.952814
  nChanged 0
		SP:Iteration 32F (99470.240000 sec): 3 clusters
  Score: Raw -314482.403289 + Penalty 2623.450475 = -311858.952814
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 93 (4120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99470.340000 sec): 2 clusters
  Score: Raw -338603.218392 + Penalty 1352.586372 = -337250.632020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99470.500000 sec): 3 clusters
  Score: Raw -336557.680275 + Penalty 2705.172744 = -333852.507531
  nChanged 1619
		SP:Iteration 1F (99470.680000 sec): 3 clusters
  Score: Raw -337589.429932 + Penalty 2705.172744 = -334884.257188
  nChanged 411
		SP:Iteration 2F (99470.880000 sec): 3 clusters
  Score: Raw -337941.947007 + Penalty 2705.172744 = -335236.774263
  nChanged 316
		SP:Iteration 3F (99471.060000 sec): 3 clusters
  Score: Raw -338182.590009 + Penalty 2705.172744 = -335477.417265
  nChanged 242
		SP:Iteration 4F (99471.230000 sec): 3 clusters
  Score: Raw -338339.703008 + Penalty 2705.172744 = -335634.530264
  nChanged 181
		SP:Iteration 5Q (99471.410000 sec): 3 clusters
  Score: Raw -338458.944775 + Penalty 2705.172744 = -335753.772032
  nChanged 143
		SP:Iteration 6Q (99471.580000 sec): 3 clusters
  Score: Raw -338562.339571 + Penalty 2705.172744 = -335857.166828
  nChanged 118
		SP:Iteration 7Q (99471.760000 sec): 3 clusters
  Score: Raw -338643.144525 + Penalty 2705.172744 = -335937.971781
  nChanged 92
		SP:Iteration 8Q (99471.940000 sec): 3 clusters
  Score: Raw -338700.953088 + Penalty 2705.172744 = -335995.780344
  nChanged 80
		SP:Iteration 9Q (99472.110000 sec): 3 clusters
  Score: Raw -338742.195418 + Penalty 2705.172744 = -336037.022675
  nChanged 60
		SP:Iteration 10Q (99472.290000 sec): 3 clusters
  Score: Raw -338771.796162 + Penalty 2705.172744 = -336066.623419
  nChanged 55
		SP:Iteration 11Q (99472.470000 sec): 3 clusters
  Score: Raw -338798.354838 + Penalty 2705.172744 = -336093.182094
  nChanged 43
		SP:Iteration 12Q (99472.650000 sec): 3 clusters
  Score: Raw -338822.982687 + Penalty 2705.172744 = -336117.809943
  nChanged 50
		SP:Iteration 13Q (99472.820000 sec): 3 clusters
  Score: Raw -338844.896840 + Penalty 2705.172744 = -336139.724096
  nChanged 46
		SP:Iteration 14Q (99472.920000 sec): 3 clusters
  Score: Raw -338861.423470 + Penalty 2705.172744 = -336156.250727
  nChanged 40
		SP:Iteration 15Q (99473.010000 sec): 3 clusters
  Score: Raw -338874.589110 + Penalty 2705.172744 = -336169.416366
  nChanged 26
		SP:Iteration 16Q (99473.100000 sec): 3 clusters
  Score: Raw -338886.987162 + Penalty 2705.172744 = -336181.814418
  nChanged 25
		SP:Iteration 17Q (99473.180000 sec): 3 clusters
  Score: Raw -338900.268575 + Penalty 2705.172744 = -336195.095831
  nChanged 25
		SP:Iteration 18Q (99473.260000 sec): 3 clusters
  Score: Raw -338909.105413 + Penalty 2705.172744 = -336203.932669
  nChanged 20
		SP:Iteration 19Q (99473.350000 sec): 3 clusters
  Score: Raw -338915.124927 + Penalty 2705.172744 = -336209.952184
  nChanged 14
		SP:Iteration 20F (99473.430000 sec): 3 clusters
  Score: Raw -338919.316112 + Penalty 2705.172744 = -336214.143369
  nChanged 9
		SP:Iteration 21Q (99473.510000 sec): 3 clusters
  Score: Raw -338922.282253 + Penalty 2705.172744 = -336217.109510
  nChanged 6
		SP:Iteration 22Q (99473.600000 sec): 3 clusters
  Score: Raw -338923.410227 + Penalty 2705.172744 = -336218.237483
  nChanged 3
		SP:Iteration 23Q (99473.680000 sec): 3 clusters
  Score: Raw -338924.425598 + Penalty 2705.172744 = -336219.252854
  nChanged 2
		SP:Iteration 24Q (99473.770000 sec): 3 clusters
  Score: Raw -338924.636515 + Penalty 2705.172744 = -336219.463772
  nChanged 0
		SP:Iteration 25F (99473.850000 sec): 3 clusters
  Score: Raw -338924.636515 + Penalty 2705.172744 = -336219.463772
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 94 (5826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99473.980000 sec): 2 clusters
  Score: Raw -479985.568666 + Penalty 1408.888965 = -478576.679701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99474.150000 sec): 3 clusters
  Score: Raw -476987.924015 + Penalty 2817.777930 = -474170.146086
  nChanged 2379
		SP:Iteration 1F (99474.320000 sec): 3 clusters
  Score: Raw -478441.684435 + Penalty 2817.777930 = -475623.906505
  nChanged 521
		SP:Iteration 2F (99474.490000 sec): 3 clusters
  Score: Raw -478832.677602 + Penalty 2817.777930 = -476014.899672
  nChanged 396
		SP:Iteration 3F (99474.650000 sec): 3 clusters
  Score: Raw -479092.541051 + Penalty 2817.777930 = -476274.763122
  nChanged 309
		SP:Iteration 4F (99474.820000 sec): 3 clusters
  Score: Raw -479310.019039 + Penalty 2817.777930 = -476492.241109
  nChanged 265
		SP:Iteration 5Q (99474.990000 sec): 3 clusters
  Score: Raw -479502.384742 + Penalty 2817.777930 = -476684.606812
  nChanged 233
		SP:Iteration 6Q (99475.160000 sec): 3 clusters
  Score: Raw -479632.223315 + Penalty 2817.777930 = -476814.445385
  nChanged 169
		SP:Iteration 7Q (99475.330000 sec): 3 clusters
  Score: Raw -479725.064952 + Penalty 2817.777930 = -476907.287022
  nChanged 143
		SP:Iteration 8Q (99475.500000 sec): 3 clusters
  Score: Raw -479798.964520 + Penalty 2817.777930 = -476981.186591
  nChanged 140
		SP:Iteration 9Q (99475.670000 sec): 3 clusters
  Score: Raw -479863.687918 + Penalty 2817.777930 = -477045.909988
  nChanged 130
		SP:Iteration 10Q (99475.830000 sec): 3 clusters
  Score: Raw -479936.738308 + Penalty 2817.777930 = -477118.960378
  nChanged 135
		SP:Iteration 11Q (99476.000000 sec): 3 clusters
  Score: Raw -480010.958465 + Penalty 2817.777930 = -477193.180535
  nChanged 116
		SP:Iteration 12Q (99476.170000 sec): 3 clusters
  Score: Raw -480076.930490 + Penalty 2817.777930 = -477259.152561
  nChanged 116
		SP:Iteration 13Q (99476.340000 sec): 3 clusters
  Score: Raw -480139.520618 + Penalty 2817.777930 = -477321.742688
  nChanged 112
		SP:Iteration 14Q (99476.550000 sec): 3 clusters
  Score: Raw -480205.498350 + Penalty 2817.777930 = -477387.720421
  nChanged 87
		SP:Iteration 15Q (99476.720000 sec): 3 clusters
  Score: Raw -480262.262581 + Penalty 2817.777930 = -477444.484651
  nChanged 89
		SP:Iteration 16Q (99476.910000 sec): 3 clusters
  Score: Raw -480312.236394 + Penalty 2817.777930 = -477494.458465
  nChanged 79
		SP:Iteration 17Q (99477.040000 sec): 3 clusters
  Score: Raw -480356.730373 + Penalty 2817.777930 = -477538.952444
  nChanged 75
		SP:Iteration 18Q (99477.220000 sec): 3 clusters
  Score: Raw -480402.089661 + Penalty 2817.777930 = -477584.311731
  nChanged 82
		SP:Iteration 19Q (99477.390000 sec): 3 clusters
  Score: Raw -480449.905774 + Penalty 2817.777930 = -477632.127844
  nChanged 69
		SP:Iteration 20F (99477.550000 sec): 3 clusters
  Score: Raw -480488.538226 + Penalty 2817.777930 = -477670.760296
  nChanged 68
		SP:Iteration 21Q (99477.720000 sec): 3 clusters
  Score: Raw -480514.969653 + Penalty 2817.777930 = -477697.191723
  nChanged 45
		SP:Iteration 22Q (99477.930000 sec): 3 clusters
  Score: Raw -480534.954553 + Penalty 2817.777930 = -477717.176623
  nChanged 48
		SP:Iteration 23Q (99478.100000 sec): 3 clusters
  Score: Raw -480558.826023 + Penalty 2817.777930 = -477741.048093
  nChanged 48
		SP:Iteration 24Q (99478.290000 sec): 3 clusters
  Score: Raw -480581.063793 + Penalty 2817.777930 = -477763.285864
  nChanged 37
		SP:Iteration 25Q (99478.390000 sec): 3 clusters
  Score: Raw -480594.959420 + Penalty 2817.777930 = -477777.181490
  nChanged 37
		SP:Iteration 26Q (99478.490000 sec): 3 clusters
  Score: Raw -480607.914921 + Penalty 2817.777930 = -477790.136991
  nChanged 26
		SP:Iteration 27Q (99478.590000 sec): 3 clusters
  Score: Raw -480614.827909 + Penalty 2817.777930 = -477797.049979
  nChanged 15
		SP:Iteration 28Q (99478.790000 sec): 3 clusters
  Score: Raw -480619.871102 + Penalty 2817.777930 = -477802.093172
  nChanged 18
		SP:Iteration 29Q (99479.000000 sec): 3 clusters
  Score: Raw -480625.524810 + Penalty 2817.777930 = -477807.746881
  nChanged 13
		SP:Iteration 30Q (99479.170000 sec): 3 clusters
  Score: Raw -480628.473142 + Penalty 2817.777930 = -477810.695212
  nChanged 11
		SP:Iteration 31Q (99479.350000 sec): 3 clusters
  Score: Raw -480631.625554 + Penalty 2817.777930 = -477813.847624
  nChanged 14
		SP:Iteration 32Q (99479.490000 sec): 3 clusters
  Score: Raw -480635.571127 + Penalty 2817.777930 = -477817.793197
  nChanged 16
		SP:Iteration 33Q (99479.660000 sec): 3 clusters
  Score: Raw -480641.933798 + Penalty 2817.777930 = -477824.155869
  nChanged 21
		SP:Iteration 34Q (99479.830000 sec): 3 clusters
  Score: Raw -480649.115125 + Penalty 2817.777930 = -477831.337195
  nChanged 23
		SP:Iteration 35Q (99479.990000 sec): 3 clusters
  Score: Raw -480655.001669 + Penalty 2817.777930 = -477837.223739
  nChanged 14
		SP:Iteration 36Q (99480.160000 sec): 3 clusters
  Score: Raw -480659.515080 + Penalty 2817.777930 = -477841.737150
  nChanged 14
		SP:Iteration 37Q (99480.330000 sec): 3 clusters
  Score: Raw -480664.462208 + Penalty 2817.777930 = -477846.684278
  nChanged 18
		SP:Iteration 38Q (99480.490000 sec): 3 clusters
  Score: Raw -480670.148270 + Penalty 2817.777930 = -477852.370340
  nChanged 20
		SP:Iteration 39Q (99480.660000 sec): 3 clusters
  Score: Raw -480675.985679 + Penalty 2817.777930 = -477858.207749
  nChanged 16
		SP:Iteration 40F (99480.880000 sec): 3 clusters
  Score: Raw -480680.143621 + Penalty 2817.777930 = -477862.365691
  nChanged 12
		SP:Iteration 41Q (99481.010000 sec): 3 clusters
  Score: Raw -480682.753351 + Penalty 2817.777930 = -477864.975421
  nChanged 11
		SP:Iteration 42Q (99481.190000 sec): 3 clusters
  Score: Raw -480685.325383 + Penalty 2817.777930 = -477867.547453
  nChanged 6
		SP:Iteration 43Q (99481.350000 sec): 3 clusters
  Score: Raw -480686.577033 + Penalty 2817.777930 = -477868.799103
  nChanged 7
		SP:Iteration 44Q (99481.520000 sec): 3 clusters
  Score: Raw -480688.266989 + Penalty 2817.777930 = -477870.489059
  nChanged 8
		SP:Iteration 45Q (99481.690000 sec): 3 clusters
  Score: Raw -480690.041918 + Penalty 2817.777930 = -477872.263988
  nChanged 8
		SP:Iteration 46Q (99481.850000 sec): 3 clusters
  Score: Raw -480692.046535 + Penalty 2817.777930 = -477874.268605
  nChanged 8
		SP:Iteration 47Q (99482.020000 sec): 3 clusters
  Score: Raw -480695.082421 + Penalty 2817.777930 = -477877.304491
  nChanged 7
		SP:Iteration 48Q (99482.190000 sec): 3 clusters
  Score: Raw -480697.486520 + Penalty 2817.777930 = -477879.708591
  nChanged 6
		SP:Iteration 49Q (99482.350000 sec): 3 clusters
  Score: Raw -480699.132169 + Penalty 2817.777930 = -477881.354240
  nChanged 3
		SP:Iteration 50Q (99482.520000 sec): 3 clusters
  Score: Raw -480699.586228 + Penalty 2817.777930 = -477881.808298
  nChanged 0
		SP:Iteration 51F (99482.690000 sec): 3 clusters
  Score: Raw -480699.586228 + Penalty 2817.777930 = -477881.808298
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 95 (4383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99482.780000 sec): 2 clusters
  Score: Raw -330522.948237 + Penalty 1362.641914 = -329160.306323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99482.960000 sec): 3 clusters
  Score: Raw -328312.471408 + Penalty 2725.283828 = -325587.187581
  nChanged 1758
		SP:Iteration 1F (99483.130000 sec): 3 clusters
  Score: Raw -329448.125531 + Penalty 2725.283828 = -326722.841703
  nChanged 395
		SP:Iteration 2F (99483.310000 sec): 3 clusters
  Score: Raw -329749.110833 + Penalty 2725.283828 = -327023.827005
  nChanged 302
		SP:Iteration 3F (99483.490000 sec): 3 clusters
  Score: Raw -329957.929972 + Penalty 2725.283828 = -327232.646144
  nChanged 216
		SP:Iteration 4Q (99483.660000 sec): 3 clusters
  Score: Raw -330103.848022 + Penalty 2725.283828 = -327378.564194
  nChanged 180
		SP:Iteration 5Q (99483.840000 sec): 3 clusters
  Score: Raw -330220.501984 + Penalty 2725.283828 = -327495.218156
  nChanged 145
		SP:Iteration 6Q (99484.060000 sec): 3 clusters
  Score: Raw -330301.671266 + Penalty 2725.283828 = -327576.387438
  nChanged 121
		SP:Iteration 7Q (99484.200000 sec): 3 clusters
  Score: Raw -330384.404788 + Penalty 2725.283828 = -327659.120960
  nChanged 110
		SP:Iteration 8Q (99484.430000 sec): 3 clusters
  Score: Raw -330455.663903 + Penalty 2725.283828 = -327730.380075
  nChanged 96
		SP:Iteration 9Q (99484.580000 sec): 3 clusters
  Score: Raw -330524.060327 + Penalty 2725.283828 = -327798.776500
  nChanged 98
		SP:Iteration 10Q (99484.800000 sec): 3 clusters
  Score: Raw -330577.897506 + Penalty 2725.283828 = -327852.613678
  nChanged 75
		SP:Iteration 11Q (99484.950000 sec): 3 clusters
  Score: Raw -330611.870222 + Penalty 2725.283828 = -327886.586395
  nChanged 64
		SP:Iteration 12Q (99485.180000 sec): 3 clusters
  Score: Raw -330642.525024 + Penalty 2725.283828 = -327917.241197
  nChanged 54
		SP:Iteration 13Q (99485.330000 sec): 3 clusters
  Score: Raw -330669.308360 + Penalty 2725.283828 = -327944.024533
  nChanged 59
		SP:Iteration 14Q (99485.510000 sec): 3 clusters
  Score: Raw -330696.518540 + Penalty 2725.283828 = -327971.234712
  nChanged 55
		SP:Iteration 15Q (99485.680000 sec): 3 clusters
  Score: Raw -330719.330172 + Penalty 2725.283828 = -327994.046344
  nChanged 38
		SP:Iteration 16Q (99485.860000 sec): 3 clusters
  Score: Raw -330734.128029 + Penalty 2725.283828 = -328008.844202
  nChanged 37
		SP:Iteration 17Q (99486.030000 sec): 3 clusters
  Score: Raw -330749.937626 + Penalty 2725.283828 = -328024.653799
  nChanged 31
		SP:Iteration 18Q (99486.210000 sec): 3 clusters
  Score: Raw -330759.128764 + Penalty 2725.283828 = -328033.844936
  nChanged 15
		SP:Iteration 19Q (99486.390000 sec): 3 clusters
  Score: Raw -330765.164145 + Penalty 2725.283828 = -328039.880317
  nChanged 22
		SP:Iteration 20F (99486.560000 sec): 3 clusters
  Score: Raw -330772.862579 + Penalty 2725.283828 = -328047.578752
  nChanged 20
		SP:Iteration 21Q (99486.790000 sec): 3 clusters
  Score: Raw -330779.958065 + Penalty 2725.283828 = -328054.674237
  nChanged 19
		SP:Iteration 22Q (99486.930000 sec): 3 clusters
  Score: Raw -330786.983100 + Penalty 2725.283828 = -328061.699272
  nChanged 16
		SP:Iteration 23Q (99487.100000 sec): 3 clusters
  Score: Raw -330790.917204 + Penalty 2725.283828 = -328065.633377
  nChanged 7
		SP:Iteration 24Q (99487.270000 sec): 3 clusters
  Score: Raw -330792.557302 + Penalty 2725.283828 = -328067.273474
  nChanged 5
		SP:Iteration 25Q (99487.450000 sec): 3 clusters
  Score: Raw -330793.492532 + Penalty 2725.283828 = -328068.208704
  nChanged 5
		SP:Iteration 26Q (99487.630000 sec): 3 clusters
  Score: Raw -330794.493218 + Penalty 2725.283828 = -328069.209390
  nChanged 6
		SP:Iteration 27Q (99487.800000 sec): 3 clusters
  Score: Raw -330795.877480 + Penalty 2725.283828 = -328070.593652
  nChanged 5
		SP:Iteration 28Q (99487.980000 sec): 3 clusters
  Score: Raw -330798.051632 + Penalty 2725.283828 = -328072.767804
  nChanged 4
		SP:Iteration 29Q (99488.150000 sec): 3 clusters
  Score: Raw -330798.442306 + Penalty 2725.283828 = -328073.158479
  nChanged 0
		SP:Iteration 30F (99488.330000 sec): 3 clusters
  Score: Raw -330798.442306 + Penalty 2725.283828 = -328073.158479
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 96 (3232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99488.400000 sec): 2 clusters
  Score: Raw -191499.426035 + Penalty 1313.139168 = -190186.286866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99488.570000 sec): 3 clusters
  Score: Raw -189989.209773 + Penalty 2626.278336 = -187362.931437
  nChanged 1235
		SP:Iteration 1F (99488.750000 sec): 3 clusters
  Score: Raw -190999.218058 + Penalty 2626.278336 = -188372.939721
  nChanged 359
		SP:Iteration 2F (99488.930000 sec): 3 clusters
  Score: Raw -191438.904367 + Penalty 2626.278336 = -188812.626031
  nChanged 301
		SP:Iteration 3F (99489.100000 sec): 3 clusters
  Score: Raw -191823.657623 + Penalty 2626.278336 = -189197.379287
  nChanged 237
		SP:Iteration 4F (99489.280000 sec): 3 clusters
  Score: Raw -192029.275171 + Penalty 2626.278336 = -189402.996834
  nChanged 139
		SP:Iteration 5Q (99489.450000 sec): 3 clusters
  Score: Raw -192124.436815 + Penalty 2626.278336 = -189498.158478
  nChanged 83
		SP:Iteration 6Q (99489.630000 sec): 3 clusters
  Score: Raw -192180.602495 + Penalty 2626.278336 = -189554.324159
  nChanged 87
		SP:Iteration 7Q (99489.810000 sec): 3 clusters
  Score: Raw -192223.256172 + Penalty 2626.278336 = -189596.977835
  nChanged 55
		SP:Iteration 8Q (99489.980000 sec): 3 clusters
  Score: Raw -192251.256746 + Penalty 2626.278336 = -189624.978410
  nChanged 51
		SP:Iteration 9Q (99490.160000 sec): 3 clusters
  Score: Raw -192276.878963 + Penalty 2626.278336 = -189650.600626
  nChanged 48
		SP:Iteration 10Q (99490.340000 sec): 3 clusters
  Score: Raw -192298.921270 + Penalty 2626.278336 = -189672.642934
  nChanged 30
		SP:Iteration 11Q (99490.510000 sec): 3 clusters
  Score: Raw -192313.772606 + Penalty 2626.278336 = -189687.494269
  nChanged 29
		SP:Iteration 12Q (99490.690000 sec): 3 clusters
  Score: Raw -192328.450736 + Penalty 2626.278336 = -189702.172400
  nChanged 28
		SP:Iteration 13Q (99490.860000 sec): 3 clusters
  Score: Raw -192341.108691 + Penalty 2626.278336 = -189714.830354
  nChanged 22
		SP:Iteration 14Q (99491.040000 sec): 3 clusters
  Score: Raw -192350.495610 + Penalty 2626.278336 = -189724.217274
  nChanged 22
		SP:Iteration 15Q (99491.220000 sec): 3 clusters
  Score: Raw -192358.734969 + Penalty 2626.278336 = -189732.456633
  nChanged 18
		SP:Iteration 16Q (99491.390000 sec): 3 clusters
  Score: Raw -192365.263864 + Penalty 2626.278336 = -189738.985528
  nChanged 13
		SP:Iteration 17Q (99491.570000 sec): 3 clusters
  Score: Raw -192369.837082 + Penalty 2626.278336 = -189743.558746
  nChanged 12
		SP:Iteration 18Q (99491.740000 sec): 3 clusters
  Score: Raw -192373.725011 + Penalty 2626.278336 = -189747.446675
  nChanged 5
		SP:Iteration 19Q (99491.920000 sec): 3 clusters
  Score: Raw -192376.062471 + Penalty 2626.278336 = -189749.784135
  nChanged 8
		SP:Iteration 20F (99492.090000 sec): 3 clusters
  Score: Raw -192378.757304 + Penalty 2626.278336 = -189752.478968
  nChanged 10
		SP:Iteration 21Q (99492.220000 sec): 3 clusters
  Score: Raw -192382.551395 + Penalty 2626.278336 = -189756.273059
  nChanged 6
		SP:Iteration 22Q (99492.280000 sec): 3 clusters
  Score: Raw -192385.539815 + Penalty 2626.278336 = -189759.261479
  nChanged 8
		SP:Iteration 23Q (99492.350000 sec): 3 clusters
  Score: Raw -192389.066892 + Penalty 2626.278336 = -189762.788556
  nChanged 11
		SP:Iteration 24Q (99492.420000 sec): 3 clusters
  Score: Raw -192394.363835 + Penalty 2626.278336 = -189768.085499
  nChanged 9
		SP:Iteration 25Q (99492.490000 sec): 3 clusters
  Score: Raw -192397.352351 + Penalty 2626.278336 = -189771.074015
  nChanged 8
		SP:Iteration 26Q (99492.550000 sec): 3 clusters
  Score: Raw -192399.826278 + Penalty 2626.278336 = -189773.547941
  nChanged 7
		SP:Iteration 27Q (99492.620000 sec): 3 clusters
  Score: Raw -192402.969964 + Penalty 2626.278336 = -189776.691628
  nChanged 8
		SP:Iteration 28Q (99492.690000 sec): 3 clusters
  Score: Raw -192404.968587 + Penalty 2626.278336 = -189778.690250
  nChanged 5
		SP:Iteration 29Q (99492.750000 sec): 3 clusters
  Score: Raw -192406.513191 + Penalty 2626.278336 = -189780.234855
  nChanged 3
		SP:Iteration 30Q (99492.820000 sec): 3 clusters
  Score: Raw -192408.113046 + Penalty 2626.278336 = -189781.834710
  nChanged 4
		SP:Iteration 31Q (99492.890000 sec): 3 clusters
  Score: Raw -192409.508404 + Penalty 2626.278336 = -189783.230068
  nChanged 4
		SP:Iteration 32Q (99492.960000 sec): 3 clusters
  Score: Raw -192410.559160 + Penalty 2626.278336 = -189784.280824
  nChanged 3
		SP:Iteration 33Q (99493.020000 sec): 3 clusters
  Score: Raw -192412.497405 + Penalty 2626.278336 = -189786.219068
  nChanged 4
		SP:Iteration 34Q (99493.090000 sec): 3 clusters
  Score: Raw -192413.604233 + Penalty 2626.278336 = -189787.325896
  nChanged 2
		SP:Iteration 35Q (99493.160000 sec): 3 clusters
  Score: Raw -192414.027643 + Penalty 2626.278336 = -189787.749306
  nChanged 2
		SP:Iteration 36Q (99493.220000 sec): 3 clusters
  Score: Raw -192414.567870 + Penalty 2626.278336 = -189788.289534
  nChanged 3
		SP:Iteration 37Q (99493.290000 sec): 3 clusters
  Score: Raw -192415.039288 + Penalty 2626.278336 = -189788.760952
  nChanged 1
		SP:Iteration 38Q (99493.360000 sec): 3 clusters
  Score: Raw -192415.194953 + Penalty 2626.278336 = -189788.916617
  nChanged 2
		SP:Iteration 39Q (99493.420000 sec): 3 clusters
  Score: Raw -192415.701169 + Penalty 2626.278336 = -189789.422832
  nChanged 2
		SP:Iteration 40F (99493.480000 sec): 3 clusters
  Score: Raw -192416.382487 + Penalty 2626.278336 = -189790.104151
  nChanged 2
		SP:Iteration 41Q (99493.550000 sec): 3 clusters
  Score: Raw -192416.646490 + Penalty 2626.278336 = -189790.368154
  nChanged 0
		SP:Iteration 42F (99493.610000 sec): 3 clusters
  Score: Raw -192416.646490 + Penalty 2626.278336 = -189790.368154
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 97 (3181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99493.680000 sec): 2 clusters
  Score: Raw -280828.797515 + Penalty 1310.554520 = -279518.242995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99493.740000 sec): 3 clusters
  Score: Raw -279313.267828 + Penalty 2621.109040 = -276692.158788
  nChanged 1184
		SP:Iteration 1F (99493.800000 sec): 3 clusters
  Score: Raw -280034.265873 + Penalty 2621.109040 = -277413.156833
  nChanged 254
		SP:Iteration 2F (99493.860000 sec): 3 clusters
  Score: Raw -280235.241892 + Penalty 2621.109040 = -277614.132852
  nChanged 207
		SP:Iteration 3F (99493.920000 sec): 3 clusters
  Score: Raw -280444.490536 + Penalty 2621.109040 = -277823.381496
  nChanged 203
		SP:Iteration 4F (99493.980000 sec): 3 clusters
  Score: Raw -280650.925442 + Penalty 2621.109040 = -278029.816402
  nChanged 168
		SP:Iteration 5F (99494.040000 sec): 3 clusters
  Score: Raw -280820.651619 + Penalty 2621.109040 = -278199.542579
  nChanged 157
		SP:Iteration 6Q (99494.100000 sec): 3 clusters
  Score: Raw -280981.317520 + Penalty 2621.109040 = -278360.208481
  nChanged 145
		SP:Iteration 7Q (99494.160000 sec): 3 clusters
  Score: Raw -281153.710297 + Penalty 2621.109040 = -278532.601257
  nChanged 149
		SP:Iteration 8Q (99494.220000 sec): 3 clusters
  Score: Raw -281328.899123 + Penalty 2621.109040 = -278707.790083
  nChanged 133
		SP:Iteration 9Q (99494.280000 sec): 3 clusters
  Score: Raw -281459.912208 + Penalty 2621.109040 = -278838.803168
  nChanged 104
		SP:Iteration 10Q (99494.340000 sec): 3 clusters
  Score: Raw -281550.588800 + Penalty 2621.109040 = -278929.479760
  nChanged 73
		SP:Iteration 11Q (99494.400000 sec): 3 clusters
  Score: Raw -281634.379172 + Penalty 2621.109040 = -279013.270133
  nChanged 57
		SP:Iteration 12Q (99494.460000 sec): 3 clusters
  Score: Raw -281708.662358 + Penalty 2621.109040 = -279087.553318
  nChanged 34
		SP:Iteration 13Q (99494.510000 sec): 3 clusters
  Score: Raw -281736.863993 + Penalty 2621.109040 = -279115.754953
  nChanged 27
		SP:Iteration 14Q (99494.570000 sec): 3 clusters
  Score: Raw -281751.067832 + Penalty 2621.109040 = -279129.958793
  nChanged 21
		SP:Iteration 15Q (99494.630000 sec): 3 clusters
  Score: Raw -281761.346990 + Penalty 2621.109040 = -279140.237950
  nChanged 12
		SP:Iteration 16Q (99494.690000 sec): 3 clusters
  Score: Raw -281765.980754 + Penalty 2621.109040 = -279144.871714
  nChanged 8
		SP:Iteration 17Q (99494.740000 sec): 3 clusters
  Score: Raw -281769.776489 + Penalty 2621.109040 = -279148.667449
  nChanged 9
		SP:Iteration 18Q (99494.800000 sec): 3 clusters
  Score: Raw -281772.933693 + Penalty 2621.109040 = -279151.824653
  nChanged 5
		SP:Iteration 19Q (99494.860000 sec): 3 clusters
  Score: Raw -281775.286946 + Penalty 2621.109040 = -279154.177906
  nChanged 0
		SP:Iteration 20F (99494.920000 sec): 3 clusters
  Score: Raw -281775.286946 + Penalty 2621.109040 = -279154.177906
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 98 (1905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99495.030000 sec): 2 clusters
  Score: Raw -167314.469326 + Penalty 1227.238559 = -166087.230766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99495.170000 sec): 3 clusters
  Score: Raw -166537.740560 + Penalty 2454.477118 = -164083.263442
  nChanged 663
		SP:Iteration 1F (99495.350000 sec): 3 clusters
  Score: Raw -167019.345857 + Penalty 2454.477118 = -164564.868738
  nChanged 171
		SP:Iteration 2F (99495.500000 sec): 3 clusters
  Score: Raw -167190.433472 + Penalty 2454.477118 = -164735.956353
  nChanged 122
		SP:Iteration 3F (99495.650000 sec): 3 clusters
  Score: Raw -167292.534300 + Penalty 2454.477118 = -164838.057181
  nChanged 81
		SP:Iteration 4Q (99495.830000 sec): 3 clusters
  Score: Raw -167360.346127 + Penalty 2454.477118 = -164905.869008
  nChanged 51
		SP:Iteration 5Q (99496.010000 sec): 3 clusters
  Score: Raw -167400.218325 + Penalty 2454.477118 = -164945.741206
  nChanged 38
		SP:Iteration 6Q (99496.180000 sec): 3 clusters
  Score: Raw -167426.948535 + Penalty 2454.477118 = -164972.471416
  nChanged 36
		SP:Iteration 7Q (99496.360000 sec): 3 clusters
  Score: Raw -167447.751669 + Penalty 2454.477118 = -164993.274551
  nChanged 28
		SP:Iteration 8Q (99496.530000 sec): 3 clusters
  Score: Raw -167470.395916 + Penalty 2454.477118 = -165015.918798
  nChanged 26
		SP:Iteration 9Q (99496.710000 sec): 3 clusters
  Score: Raw -167489.658312 + Penalty 2454.477118 = -165035.181193
  nChanged 28
		SP:Iteration 10Q (99496.890000 sec): 3 clusters
  Score: Raw -167507.404239 + Penalty 2454.477118 = -165052.927120
  nChanged 17
		SP:Iteration 11Q (99497.060000 sec): 3 clusters
  Score: Raw -167522.017672 + Penalty 2454.477118 = -165067.540554
  nChanged 21
		SP:Iteration 12Q (99497.230000 sec): 3 clusters
  Score: Raw -167537.620597 + Penalty 2454.477118 = -165083.143478
  nChanged 21
		SP:Iteration 13Q (99497.410000 sec): 3 clusters
  Score: Raw -167551.660241 + Penalty 2454.477118 = -165097.183123
  nChanged 22
		SP:Iteration 14Q (99497.590000 sec): 3 clusters
  Score: Raw -167562.334519 + Penalty 2454.477118 = -165107.857401
  nChanged 11
		SP:Iteration 15Q (99497.760000 sec): 3 clusters
  Score: Raw -167567.339784 + Penalty 2454.477118 = -165112.862666
  nChanged 6
		SP:Iteration 16Q (99497.940000 sec): 3 clusters
  Score: Raw -167570.087155 + Penalty 2454.477118 = -165115.610037
  nChanged 4
		SP:Iteration 17Q (99498.110000 sec): 3 clusters
  Score: Raw -167571.214707 + Penalty 2454.477118 = -165116.737588
  nChanged 2
		SP:Iteration 18Q (99498.290000 sec): 3 clusters
  Score: Raw -167572.432185 + Penalty 2454.477118 = -165117.955066
  nChanged 1
		SP:Iteration 19Q (99498.470000 sec): 3 clusters
  Score: Raw -167572.572569 + Penalty 2454.477118 = -165118.095450
  nChanged 0
		SP:Iteration 20F (99498.640000 sec): 3 clusters
  Score: Raw -167572.572569 + Penalty 2454.477118 = -165118.095450
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 99 (6393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99498.750000 sec): 2 clusters
  Score: Raw -556966.221679 + Penalty 1423.980825 = -555542.240854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99498.970000 sec): 3 clusters
  Score: Raw -553639.941723 + Penalty 2847.961649 = -550791.980074
  nChanged 2617
		SP:Iteration 1F (99499.180000 sec): 3 clusters
  Score: Raw -555159.582671 + Penalty 2847.961649 = -552311.621022
  nChanged 493
		SP:Iteration 2F (99499.390000 sec): 3 clusters
  Score: Raw -555496.208778 + Penalty 2847.961649 = -552648.247129
  nChanged 428
		SP:Iteration 3F (99499.590000 sec): 3 clusters
  Score: Raw -555815.297506 + Penalty 2847.961649 = -552967.335857
  nChanged 392
		SP:Iteration 4F (99499.800000 sec): 3 clusters
  Score: Raw -556080.912667 + Penalty 2847.961649 = -553232.951018
  nChanged 323
		SP:Iteration 5F (99500.010000 sec): 3 clusters
  Score: Raw -556305.718731 + Penalty 2847.961649 = -553457.757082
  nChanged 311
		SP:Iteration 6Q (99500.210000 sec): 3 clusters
  Score: Raw -556557.571325 + Penalty 2847.961649 = -553709.609676
  nChanged 294
		SP:Iteration 7Q (99500.430000 sec): 3 clusters
  Score: Raw -556804.971295 + Penalty 2847.961649 = -553957.009646
  nChanged 293
		SP:Iteration 8Q (99500.630000 sec): 3 clusters
  Score: Raw -557106.385633 + Penalty 2847.961649 = -554258.423983
  nChanged 321
		SP:Iteration 9F (99500.840000 sec): 3 clusters
  Score: Raw -557495.854430 + Penalty 2847.961649 = -554647.892781
  nChanged 306
		SP:Iteration 10Q (99501.050000 sec): 3 clusters
  Score: Raw -557793.732252 + Penalty 2847.961649 = -554945.770603
  nChanged 223
		SP:Iteration 11Q (99501.250000 sec): 3 clusters
  Score: Raw -557956.036716 + Penalty 2847.961649 = -555108.075066
  nChanged 132
		SP:Iteration 12Q (99501.460000 sec): 3 clusters
  Score: Raw -558030.664939 + Penalty 2847.961649 = -555182.703289
  nChanged 93
		SP:Iteration 13Q (99501.670000 sec): 3 clusters
  Score: Raw -558071.479340 + Penalty 2847.961649 = -555223.517691
  nChanged 55
		SP:Iteration 14Q (99501.880000 sec): 3 clusters
  Score: Raw -558091.452086 + Penalty 2847.961649 = -555243.490437
  nChanged 41
		SP:Iteration 15Q (99502.080000 sec): 3 clusters
  Score: Raw -558105.446387 + Penalty 2847.961649 = -555257.484738
  nChanged 23
		SP:Iteration 16Q (99502.290000 sec): 3 clusters
  Score: Raw -558110.180554 + Penalty 2847.961649 = -555262.218905
  nChanged 9
		SP:Iteration 17Q (99502.490000 sec): 3 clusters
  Score: Raw -558112.954415 + Penalty 2847.961649 = -555264.992766
  nChanged 7
		SP:Iteration 18Q (99502.700000 sec): 3 clusters
  Score: Raw -558114.266172 + Penalty 2847.961649 = -555266.304523
  nChanged 1
		SP:Iteration 19Q (99502.910000 sec): 3 clusters
  Score: Raw -558114.418814 + Penalty 2847.961649 = -555266.457165
  nChanged 1
		SP:Iteration 20F (99503.110000 sec): 3 clusters
  Score: Raw -558114.599743 + Penalty 2847.961649 = -555266.638094
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 100 (6230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99503.230000 sec): 2 clusters
  Score: Raw -526487.526414 + Penalty 1419.783887 = -525067.742527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99503.450000 sec): 3 clusters
  Score: Raw -523200.570295 + Penalty 2839.567774 = -520361.002521
  nChanged 2550
		SP:Iteration 1F (99503.620000 sec): 3 clusters
  Score: Raw -524789.685145 + Penalty 2839.567774 = -521950.117371
  nChanged 562
		SP:Iteration 2F (99503.780000 sec): 3 clusters
  Score: Raw -525198.028197 + Penalty 2839.567774 = -522358.460423
  nChanged 457
		SP:Iteration 3F (99503.950000 sec): 3 clusters
  Score: Raw -525542.455890 + Penalty 2839.567774 = -522702.888117
  nChanged 377
		SP:Iteration 4F (99504.110000 sec): 3 clusters
  Score: Raw -525765.348782 + Penalty 2839.567774 = -522925.781009
  nChanged 292
		SP:Iteration 5Q (99504.270000 sec): 3 clusters
  Score: Raw -525929.758078 + Penalty 2839.567774 = -523090.190304
  nChanged 245
		SP:Iteration 6Q (99504.490000 sec): 3 clusters
  Score: Raw -526077.406091 + Penalty 2839.567774 = -523237.838317
  nChanged 219
		SP:Iteration 7Q (99504.610000 sec): 3 clusters
  Score: Raw -526225.277684 + Penalty 2839.567774 = -523385.709910
  nChanged 225
		SP:Iteration 8Q (99504.790000 sec): 3 clusters
  Score: Raw -526377.950300 + Penalty 2839.567774 = -523538.382526
  nChanged 209
		SP:Iteration 9Q (99504.950000 sec): 3 clusters
  Score: Raw -526523.618542 + Penalty 2839.567774 = -523684.050768
  nChanged 189
		SP:Iteration 10Q (99505.120000 sec): 3 clusters
  Score: Raw -526633.225275 + Penalty 2839.567774 = -523793.657501
  nChanged 148
		SP:Iteration 11Q (99505.280000 sec): 3 clusters
  Score: Raw -526713.049827 + Penalty 2839.567774 = -523873.482053
  nChanged 110
		SP:Iteration 12Q (99505.450000 sec): 3 clusters
  Score: Raw -526760.416539 + Penalty 2839.567774 = -523920.848765
  nChanged 91
		SP:Iteration 13Q (99505.610000 sec): 3 clusters
  Score: Raw -526812.922663 + Penalty 2839.567774 = -523973.354889
  nChanged 93
		SP:Iteration 14Q (99505.770000 sec): 3 clusters
  Score: Raw -526867.517842 + Penalty 2839.567774 = -524027.950068
  nChanged 80
		SP:Iteration 15Q (99505.940000 sec): 3 clusters
  Score: Raw -526917.243354 + Penalty 2839.567774 = -524077.675580
  nChanged 85
		SP:Iteration 16Q (99506.100000 sec): 3 clusters
  Score: Raw -526962.145959 + Penalty 2839.567774 = -524122.578185
  nChanged 67
		SP:Iteration 17Q (99506.270000 sec): 3 clusters
  Score: Raw -526992.616369 + Penalty 2839.567774 = -524153.048595
  nChanged 60
		SP:Iteration 18Q (99506.430000 sec): 3 clusters
  Score: Raw -527010.143661 + Penalty 2839.567774 = -524170.575887
  nChanged 36
		SP:Iteration 19Q (99506.590000 sec): 3 clusters
  Score: Raw -527021.655310 + Penalty 2839.567774 = -524182.087536
  nChanged 31
		SP:Iteration 20F (99506.760000 sec): 3 clusters
  Score: Raw -527037.335181 + Penalty 2839.567774 = -524197.767407
  nChanged 39
		SP:Iteration 21Q (99506.970000 sec): 3 clusters
  Score: Raw -527062.475899 + Penalty 2839.567774 = -524222.908125
  nChanged 57
		SP:Iteration 22Q (99507.130000 sec): 3 clusters
  Score: Raw -527099.089445 + Penalty 2839.567774 = -524259.521671
  nChanged 58
		SP:Iteration 23Q (99507.290000 sec): 3 clusters
  Score: Raw -527126.123902 + Penalty 2839.567774 = -524286.556128
  nChanged 49
		SP:Iteration 24Q (99507.460000 sec): 3 clusters
  Score: Raw -527148.559311 + Penalty 2839.567774 = -524308.991538
  nChanged 44
		SP:Iteration 25Q (99507.620000 sec): 3 clusters
  Score: Raw -527170.689594 + Penalty 2839.567774 = -524331.121820
  nChanged 48
		SP:Iteration 26Q (99507.790000 sec): 3 clusters
  Score: Raw -527195.014769 + Penalty 2839.567774 = -524355.446995
  nChanged 44
		SP:Iteration 27Q (99507.950000 sec): 3 clusters
  Score: Raw -527216.708845 + Penalty 2839.567774 = -524377.141071
  nChanged 39
		SP:Iteration 28Q (99508.110000 sec): 3 clusters
  Score: Raw -527231.805767 + Penalty 2839.567774 = -524392.237993
  nChanged 30
		SP:Iteration 29Q (99508.320000 sec): 3 clusters
  Score: Raw -527242.123602 + Penalty 2839.567774 = -524402.555829
  nChanged 23
		SP:Iteration 30Q (99508.490000 sec): 3 clusters
  Score: Raw -527248.876332 + Penalty 2839.567774 = -524409.308558
  nChanged 17
		SP:Iteration 31Q (99508.650000 sec): 3 clusters
  Score: Raw -527255.726542 + Penalty 2839.567774 = -524416.158768
  nChanged 20
		SP:Iteration 32Q (99508.810000 sec): 3 clusters
  Score: Raw -527263.723827 + Penalty 2839.567774 = -524424.156053
  nChanged 21
		SP:Iteration 33Q (99508.970000 sec): 3 clusters
  Score: Raw -527271.262382 + Penalty 2839.567774 = -524431.694608
  nChanged 18
		SP:Iteration 34Q (99509.140000 sec): 3 clusters
  Score: Raw -527277.847834 + Penalty 2839.567774 = -524438.280060
  nChanged 18
		SP:Iteration 35Q (99509.300000 sec): 3 clusters
  Score: Raw -527283.060840 + Penalty 2839.567774 = -524443.493066
  nChanged 13
		SP:Iteration 36Q (99509.470000 sec): 3 clusters
  Score: Raw -527285.806382 + Penalty 2839.567774 = -524446.238608
  nChanged 10
		SP:Iteration 37Q (99509.630000 sec): 3 clusters
  Score: Raw -527287.589930 + Penalty 2839.567774 = -524448.022156
  nChanged 6
		SP:Iteration 38Q (99509.790000 sec): 3 clusters
  Score: Raw -527288.820811 + Penalty 2839.567774 = -524449.253037
  nChanged 5
		SP:Iteration 39Q (99509.960000 sec): 3 clusters
  Score: Raw -527290.536191 + Penalty 2839.567774 = -524450.968417
  nChanged 6
		SP:Iteration 40F (99510.120000 sec): 3 clusters
  Score: Raw -527292.940217 + Penalty 2839.567774 = -524453.372443
  nChanged 4
		SP:Iteration 41Q (99510.290000 sec): 3 clusters
  Score: Raw -527293.668284 + Penalty 2839.567774 = -524454.100510
  nChanged 3
		SP:Iteration 42Q (99510.450000 sec): 3 clusters
  Score: Raw -527294.949436 + Penalty 2839.567774 = -524455.381662
  nChanged 7
		SP:Iteration 43Q (99510.610000 sec): 3 clusters
  Score: Raw -527297.253822 + Penalty 2839.567774 = -524457.686048
  nChanged 5
		SP:Iteration 44Q (99510.780000 sec): 3 clusters
  Score: Raw -527298.663649 + Penalty 2839.567774 = -524459.095875
  nChanged 4
		SP:Iteration 45Q (99510.940000 sec): 3 clusters
  Score: Raw -527300.635397 + Penalty 2839.567774 = -524461.067623
  nChanged 5
		SP:Iteration 46Q (99511.110000 sec): 3 clusters
  Score: Raw -527301.599765 + Penalty 2839.567774 = -524462.031991
  nChanged 6
		SP:Iteration 47Q (99511.270000 sec): 3 clusters
  Score: Raw -527302.714593 + Penalty 2839.567774 = -524463.146820
  nChanged 5
		SP:Iteration 48Q (99511.430000 sec): 3 clusters
  Score: Raw -527304.870451 + Penalty 2839.567774 = -524465.302677
  nChanged 8
		SP:Iteration 49Q (99511.600000 sec): 3 clusters
  Score: Raw -527306.610361 + Penalty 2839.567774 = -524467.042588
  nChanged 8
		SP:Iteration 50Q (99511.760000 sec): 3 clusters
  Score: Raw -527308.671746 + Penalty 2839.567774 = -524469.103972
  nChanged 4
		SP:Iteration 51Q (99511.930000 sec): 3 clusters
  Score: Raw -527309.698071 + Penalty 2839.567774 = -524470.130297
  nChanged 3
		SP:Iteration 52Q (99512.090000 sec): 3 clusters
  Score: Raw -527310.494092 + Penalty 2839.567774 = -524470.926319
  nChanged 0
		SP:Iteration 53F (99512.310000 sec): 3 clusters
  Score: Raw -527310.494092 + Penalty 2839.567774 = -524470.926319
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 101 (3093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99512.370000 sec): 2 clusters
  Score: Raw -233799.158654 + Penalty 1305.995726 = -232493.162928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99512.540000 sec): 3 clusters
  Score: Raw -232386.659811 + Penalty 2611.991451 = -229774.668360
  nChanged 1189
		SP:Iteration 1F (99512.720000 sec): 3 clusters
  Score: Raw -233227.105533 + Penalty 2611.991451 = -230615.114082
  nChanged 292
		SP:Iteration 2F (99512.890000 sec): 3 clusters
  Score: Raw -233492.132257 + Penalty 2611.991451 = -230880.140806
  nChanged 205
		SP:Iteration 3F (99513.070000 sec): 3 clusters
  Score: Raw -233677.341717 + Penalty 2611.991451 = -231065.350265
  nChanged 167
		SP:Iteration 4F (99513.250000 sec): 3 clusters
  Score: Raw -233816.759062 + Penalty 2611.991451 = -231204.767611
  nChanged 135
		SP:Iteration 5Q (99513.420000 sec): 3 clusters
  Score: Raw -233920.417289 + Penalty 2611.991451 = -231308.425838
  nChanged 125
		SP:Iteration 6Q (99513.590000 sec): 3 clusters
  Score: Raw -234012.493802 + Penalty 2611.991451 = -231400.502351
  nChanged 91
		SP:Iteration 7Q (99513.770000 sec): 3 clusters
  Score: Raw -234089.509130 + Penalty 2611.991451 = -231477.517679
  nChanged 103
		SP:Iteration 8Q (99513.950000 sec): 3 clusters
  Score: Raw -234156.246167 + Penalty 2611.991451 = -231544.254716
  nChanged 74
		SP:Iteration 9Q (99514.120000 sec): 3 clusters
  Score: Raw -234204.077745 + Penalty 2611.991451 = -231592.086294
  nChanged 64
		SP:Iteration 10Q (99514.300000 sec): 3 clusters
  Score: Raw -234246.562691 + Penalty 2611.991451 = -231634.571240
  nChanged 53
		SP:Iteration 11Q (99514.470000 sec): 3 clusters
  Score: Raw -234276.623808 + Penalty 2611.991451 = -231664.632357
  nChanged 43
		SP:Iteration 12Q (99514.650000 sec): 3 clusters
  Score: Raw -234294.578066 + Penalty 2611.991451 = -231682.586615
  nChanged 28
		SP:Iteration 13Q (99514.830000 sec): 3 clusters
  Score: Raw -234309.273418 + Penalty 2611.991451 = -231697.281967
  nChanged 30
		SP:Iteration 14Q (99515.000000 sec): 3 clusters
  Score: Raw -234320.107403 + Penalty 2611.991451 = -231708.115952
  nChanged 21
		SP:Iteration 15Q (99515.180000 sec): 3 clusters
  Score: Raw -234332.269676 + Penalty 2611.991451 = -231720.278224
  nChanged 24
		SP:Iteration 16Q (99515.350000 sec): 3 clusters
  Score: Raw -234345.017935 + Penalty 2611.991451 = -231733.026484
  nChanged 33
		SP:Iteration 17Q (99515.530000 sec): 3 clusters
  Score: Raw -234359.097752 + Penalty 2611.991451 = -231747.106301
  nChanged 21
		SP:Iteration 18Q (99515.710000 sec): 3 clusters
  Score: Raw -234369.580315 + Penalty 2611.991451 = -231757.588864
  nChanged 23
		SP:Iteration 19Q (99515.880000 sec): 3 clusters
  Score: Raw -234382.784145 + Penalty 2611.991451 = -231770.792694
  nChanged 21
		SP:Iteration 20F (99516.060000 sec): 3 clusters
  Score: Raw -234393.444325 + Penalty 2611.991451 = -231781.452873
  nChanged 20
		SP:Iteration 21Q (99516.230000 sec): 3 clusters
  Score: Raw -234400.525562 + Penalty 2611.991451 = -231788.534111
  nChanged 22
		SP:Iteration 22Q (99516.410000 sec): 3 clusters
  Score: Raw -234409.001207 + Penalty 2611.991451 = -231797.009756
  nChanged 17
		SP:Iteration 23Q (99516.590000 sec): 3 clusters
  Score: Raw -234415.878522 + Penalty 2611.991451 = -231803.887070
  nChanged 16
		SP:Iteration 24Q (99516.760000 sec): 3 clusters
  Score: Raw -234421.958259 + Penalty 2611.991451 = -231809.966808
  nChanged 13
		SP:Iteration 25Q (99516.940000 sec): 3 clusters
  Score: Raw -234428.061081 + Penalty 2611.991451 = -231816.069630
  nChanged 16
		SP:Iteration 26Q (99517.110000 sec): 3 clusters
  Score: Raw -234433.786174 + Penalty 2611.991451 = -231821.794723
  nChanged 13
		SP:Iteration 27Q (99517.290000 sec): 3 clusters
  Score: Raw -234439.389170 + Penalty 2611.991451 = -231827.397719
  nChanged 14
		SP:Iteration 28Q (99517.470000 sec): 3 clusters
  Score: Raw -234446.200447 + Penalty 2611.991451 = -231834.208996
  nChanged 19
		SP:Iteration 29Q (99517.640000 sec): 3 clusters
  Score: Raw -234453.121107 + Penalty 2611.991451 = -231841.129656
  nChanged 17
		SP:Iteration 30Q (99517.810000 sec): 3 clusters
  Score: Raw -234459.262776 + Penalty 2611.991451 = -231847.271325
  nChanged 11
		SP:Iteration 31Q (99517.990000 sec): 3 clusters
  Score: Raw -234464.968167 + Penalty 2611.991451 = -231852.976716
  nChanged 8
		SP:Iteration 32Q (99518.170000 sec): 3 clusters
  Score: Raw -234467.914519 + Penalty 2611.991451 = -231855.923068
  nChanged 2
		SP:Iteration 33Q (99518.340000 sec): 3 clusters
  Score: Raw -234468.607543 + Penalty 2611.991451 = -231856.616092
  nChanged 1
		SP:Iteration 34Q (99518.520000 sec): 3 clusters
  Score: Raw -234468.870085 + Penalty 2611.991451 = -231856.878633
  nChanged 1
		SP:Iteration 35Q (99518.690000 sec): 3 clusters
  Score: Raw -234469.093025 + Penalty 2611.991451 = -231857.101574
  nChanged 0
		SP:Iteration 36F (99518.870000 sec): 3 clusters
  Score: Raw -234469.093025 + Penalty 2611.991451 = -231857.101574
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 102 (2166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99518.950000 sec): 2 clusters
  Score: Raw -169312.068111 + Penalty 1248.103582 = -168063.964529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99519.150000 sec): 3 clusters
  Score: Raw -168351.176410 + Penalty 2496.207164 = -165854.969246
  nChanged 759
		SP:Iteration 1F (99519.310000 sec): 3 clusters
  Score: Raw -168937.463327 + Penalty 2496.207164 = -166441.256163
  nChanged 210
		SP:Iteration 2F (99519.450000 sec): 3 clusters
  Score: Raw -169162.640164 + Penalty 2496.207164 = -166666.433000
  nChanged 159
		SP:Iteration 3F (99519.570000 sec): 3 clusters
  Score: Raw -169305.905882 + Penalty 2496.207164 = -166809.698718
  nChanged 93
		SP:Iteration 4Q (99519.610000 sec): 3 clusters
  Score: Raw -169364.246802 + Penalty 2496.207164 = -166868.039638
  nChanged 48
		SP:Iteration 5Q (99519.650000 sec): 3 clusters
  Score: Raw -169391.501760 + Penalty 2496.207164 = -166895.294596
  nChanged 30
		SP:Iteration 6Q (99519.690000 sec): 3 clusters
  Score: Raw -169407.748637 + Penalty 2496.207164 = -166911.541473
  nChanged 24
		SP:Iteration 7Q (99519.740000 sec): 3 clusters
  Score: Raw -169421.059982 + Penalty 2496.207164 = -166924.852818
  nChanged 21
		SP:Iteration 8Q (99519.780000 sec): 3 clusters
  Score: Raw -169430.092320 + Penalty 2496.207164 = -166933.885156
  nChanged 12
		SP:Iteration 9Q (99519.820000 sec): 3 clusters
  Score: Raw -169437.049154 + Penalty 2496.207164 = -166940.841990
  nChanged 9
		SP:Iteration 10Q (99519.870000 sec): 3 clusters
  Score: Raw -169441.965539 + Penalty 2496.207164 = -166945.758375
  nChanged 8
		SP:Iteration 11Q (99519.910000 sec): 3 clusters
  Score: Raw -169448.252915 + Penalty 2496.207164 = -166952.045751
  nChanged 11
		SP:Iteration 12Q (99519.950000 sec): 3 clusters
  Score: Raw -169455.786700 + Penalty 2496.207164 = -166959.579536
  nChanged 14
		SP:Iteration 13Q (99519.990000 sec): 3 clusters
  Score: Raw -169461.709612 + Penalty 2496.207164 = -166965.502448
  nChanged 12
		SP:Iteration 14Q (99520.040000 sec): 3 clusters
  Score: Raw -169467.494848 + Penalty 2496.207164 = -166971.287684
  nChanged 13
		SP:Iteration 15Q (99520.080000 sec): 3 clusters
  Score: Raw -169474.275358 + Penalty 2496.207164 = -166978.068194
  nChanged 12
		SP:Iteration 16Q (99520.120000 sec): 3 clusters
  Score: Raw -169482.547012 + Penalty 2496.207164 = -166986.339849
  nChanged 13
		SP:Iteration 17Q (99520.170000 sec): 3 clusters
  Score: Raw -169488.522282 + Penalty 2496.207164 = -166992.315118
  nChanged 11
		SP:Iteration 18Q (99520.210000 sec): 3 clusters
  Score: Raw -169494.084124 + Penalty 2496.207164 = -166997.876960
  nChanged 13
		SP:Iteration 19Q (99520.250000 sec): 3 clusters
  Score: Raw -169501.165285 + Penalty 2496.207164 = -167004.958121
  nChanged 10
		SP:Iteration 20F (99520.290000 sec): 3 clusters
  Score: Raw -169507.596673 + Penalty 2496.207164 = -167011.389509
  nChanged 12
		SP:Iteration 21Q (99520.340000 sec): 3 clusters
  Score: Raw -169513.950328 + Penalty 2496.207164 = -167017.743164
  nChanged 6
		SP:Iteration 22Q (99520.380000 sec): 3 clusters
  Score: Raw -169517.233485 + Penalty 2496.207164 = -167021.026321
  nChanged 9
		SP:Iteration 23Q (99520.420000 sec): 3 clusters
  Score: Raw -169520.200877 + Penalty 2496.207164 = -167023.993713
  nChanged 8
		SP:Iteration 24Q (99520.470000 sec): 3 clusters
  Score: Raw -169523.793053 + Penalty 2496.207164 = -167027.585889
  nChanged 5
		SP:Iteration 25Q (99520.510000 sec): 3 clusters
  Score: Raw -169526.190063 + Penalty 2496.207164 = -167029.982899
  nChanged 2
		SP:Iteration 26Q (99520.550000 sec): 3 clusters
  Score: Raw -169528.204901 + Penalty 2496.207164 = -167031.997737
  nChanged 4
		SP:Iteration 27Q (99520.590000 sec): 3 clusters
  Score: Raw -169530.567112 + Penalty 2496.207164 = -167034.359948
  nChanged 1
		SP:Iteration 28Q (99520.630000 sec): 3 clusters
  Score: Raw -169531.828883 + Penalty 2496.207164 = -167035.621719
  nChanged 3
		SP:Iteration 29Q (99520.680000 sec): 3 clusters
  Score: Raw -169533.908909 + Penalty 2496.207164 = -167037.701745
  nChanged 6
		SP:Iteration 30Q (99520.720000 sec): 3 clusters
  Score: Raw -169536.415796 + Penalty 2496.207164 = -167040.208632
  nChanged 7
		SP:Iteration 31Q (99520.760000 sec): 3 clusters
  Score: Raw -169540.009296 + Penalty 2496.207164 = -167043.802132
  nChanged 5
		SP:Iteration 32Q (99520.810000 sec): 3 clusters
  Score: Raw -169543.949173 + Penalty 2496.207164 = -167047.742009
  nChanged 8
		SP:Iteration 33Q (99520.850000 sec): 3 clusters
  Score: Raw -169547.345310 + Penalty 2496.207164 = -167051.138146
  nChanged 9
		SP:Iteration 34Q (99520.890000 sec): 3 clusters
  Score: Raw -169550.842097 + Penalty 2496.207164 = -167054.634933
  nChanged 5
		SP:Iteration 35Q (99520.930000 sec): 3 clusters
  Score: Raw -169553.131047 + Penalty 2496.207164 = -167056.923883
  nChanged 4
		SP:Iteration 36Q (99520.980000 sec): 3 clusters
  Score: Raw -169554.203721 + Penalty 2496.207164 = -167057.996557
  nChanged 3
		SP:Iteration 37Q (99521.020000 sec): 3 clusters
  Score: Raw -169554.672573 + Penalty 2496.207164 = -167058.465409
  nChanged 0
		SP:Iteration 38F (99521.070000 sec): 3 clusters
  Score: Raw -169554.672573 + Penalty 2496.207164 = -167058.465409
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 103 (4356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99521.150000 sec): 2 clusters
  Score: Raw -361921.436670 + Penalty 1361.637791 = -360559.798879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99521.330000 sec): 3 clusters
  Score: Raw -359705.517809 + Penalty 2723.275582 = -356982.242226
  nChanged 1809
		SP:Iteration 1F (99521.510000 sec): 3 clusters
  Score: Raw -360919.323289 + Penalty 2723.275582 = -358196.047707
  nChanged 425
		SP:Iteration 2F (99521.680000 sec): 3 clusters
  Score: Raw -361357.985737 + Penalty 2723.275582 = -358634.710155
  nChanged 356
		SP:Iteration 3F (99521.860000 sec): 3 clusters
  Score: Raw -361711.054975 + Penalty 2723.275582 = -358987.779393
  nChanged 276
		SP:Iteration 4F (99522.030000 sec): 3 clusters
  Score: Raw -361958.311771 + Penalty 2723.275582 = -359235.036188
  nChanged 218
		SP:Iteration 5F (99522.210000 sec): 3 clusters
  Score: Raw -362133.876824 + Penalty 2723.275582 = -359410.601242
  nChanged 165
		SP:Iteration 6Q (99522.320000 sec): 3 clusters
  Score: Raw -362260.477995 + Penalty 2723.275582 = -359537.202413
  nChanged 131
		SP:Iteration 7Q (99522.400000 sec): 3 clusters
  Score: Raw -362355.913528 + Penalty 2723.275582 = -359632.637946
  nChanged 111
		SP:Iteration 8Q (99522.480000 sec): 3 clusters
  Score: Raw -362433.391483 + Penalty 2723.275582 = -359710.115901
  nChanged 80
		SP:Iteration 9Q (99522.570000 sec): 3 clusters
  Score: Raw -362485.207015 + Penalty 2723.275582 = -359761.931432
  nChanged 74
		SP:Iteration 10Q (99522.660000 sec): 3 clusters
  Score: Raw -362532.850783 + Penalty 2723.275582 = -359809.575200
  nChanged 60
		SP:Iteration 11Q (99522.740000 sec): 3 clusters
  Score: Raw -362566.299663 + Penalty 2723.275582 = -359843.024080
  nChanged 54
		SP:Iteration 12Q (99522.820000 sec): 3 clusters
  Score: Raw -362590.518587 + Penalty 2723.275582 = -359867.243005
  nChanged 53
		SP:Iteration 13Q (99522.910000 sec): 3 clusters
  Score: Raw -362616.170564 + Penalty 2723.275582 = -359892.894981
  nChanged 52
		SP:Iteration 14Q (99522.990000 sec): 3 clusters
  Score: Raw -362639.534768 + Penalty 2723.275582 = -359916.259185
  nChanged 45
		SP:Iteration 15Q (99523.080000 sec): 3 clusters
  Score: Raw -362659.516156 + Penalty 2723.275582 = -359936.240573
  nChanged 43
		SP:Iteration 16Q (99523.160000 sec): 3 clusters
  Score: Raw -362676.666451 + Penalty 2723.275582 = -359953.390869
  nChanged 39
		SP:Iteration 17Q (99523.250000 sec): 3 clusters
  Score: Raw -362692.071034 + Penalty 2723.275582 = -359968.795451
  nChanged 40
		SP:Iteration 18Q (99523.330000 sec): 3 clusters
  Score: Raw -362708.945200 + Penalty 2723.275582 = -359985.669618
  nChanged 46
		SP:Iteration 19Q (99523.510000 sec): 3 clusters
  Score: Raw -362729.401038 + Penalty 2723.275582 = -360006.125456
  nChanged 46
		SP:Iteration 20F (99523.680000 sec): 3 clusters
  Score: Raw -362749.130422 + Penalty 2723.275582 = -360025.854840
  nChanged 35
		SP:Iteration 21Q (99523.770000 sec): 3 clusters
  Score: Raw -362761.259496 + Penalty 2723.275582 = -360037.983914
  nChanged 32
		SP:Iteration 22Q (99523.860000 sec): 3 clusters
  Score: Raw -362771.461670 + Penalty 2723.275582 = -360048.186088
  nChanged 40
		SP:Iteration 23Q (99523.940000 sec): 3 clusters
  Score: Raw -362787.959513 + Penalty 2723.275582 = -360064.683931
  nChanged 42
		SP:Iteration 24Q (99524.020000 sec): 3 clusters
  Score: Raw -362806.274381 + Penalty 2723.275582 = -360082.998798
  nChanged 43
		SP:Iteration 25Q (99524.200000 sec): 3 clusters
  Score: Raw -362828.841987 + Penalty 2723.275582 = -360105.566405
  nChanged 49
		SP:Iteration 26Q (99524.350000 sec): 3 clusters
  Score: Raw -362854.112214 + Penalty 2723.275582 = -360130.836632
  nChanged 42
		SP:Iteration 27Q (99524.440000 sec): 3 clusters
  Score: Raw -362875.508940 + Penalty 2723.275582 = -360152.233357
  nChanged 46
		SP:Iteration 28Q (99524.520000 sec): 3 clusters
  Score: Raw -362898.372626 + Penalty 2723.275582 = -360175.097043
  nChanged 52
		SP:Iteration 29Q (99524.610000 sec): 3 clusters
  Score: Raw -362921.845752 + Penalty 2723.275582 = -360198.570170
  nChanged 42
		SP:Iteration 30Q (99524.690000 sec): 3 clusters
  Score: Raw -362939.785828 + Penalty 2723.275582 = -360216.510246
  nChanged 34
		SP:Iteration 31Q (99524.780000 sec): 3 clusters
  Score: Raw -362955.871150 + Penalty 2723.275582 = -360232.595568
  nChanged 46
		SP:Iteration 32Q (99524.860000 sec): 3 clusters
  Score: Raw -362976.451054 + Penalty 2723.275582 = -360253.175472
  nChanged 36
		SP:Iteration 33Q (99524.940000 sec): 3 clusters
  Score: Raw -362990.004978 + Penalty 2723.275582 = -360266.729395
  nChanged 35
		SP:Iteration 34Q (99525.030000 sec): 3 clusters
  Score: Raw -363002.158101 + Penalty 2723.275582 = -360278.882519
  nChanged 29
		SP:Iteration 35Q (99525.120000 sec): 3 clusters
  Score: Raw -363015.622248 + Penalty 2723.275582 = -360292.346666
  nChanged 30
		SP:Iteration 36Q (99525.200000 sec): 3 clusters
  Score: Raw -363025.659788 + Penalty 2723.275582 = -360302.384205
  nChanged 25
		SP:Iteration 37Q (99525.280000 sec): 3 clusters
  Score: Raw -363035.196213 + Penalty 2723.275582 = -360311.920631
  nChanged 24
		SP:Iteration 38Q (99525.370000 sec): 3 clusters
  Score: Raw -363044.622354 + Penalty 2723.275582 = -360321.346772
  nChanged 20
		SP:Iteration 39Q (99525.450000 sec): 3 clusters
  Score: Raw -363052.808356 + Penalty 2723.275582 = -360329.532774
  nChanged 24
		SP:Iteration 40F (99525.650000 sec): 3 clusters
  Score: Raw -363062.630436 + Penalty 2723.275582 = -360339.354854
  nChanged 24
		SP:Iteration 41Q (99525.830000 sec): 3 clusters
  Score: Raw -363071.050036 + Penalty 2723.275582 = -360347.774453
  nChanged 27
		SP:Iteration 42Q (99525.910000 sec): 3 clusters
  Score: Raw -363081.580160 + Penalty 2723.275582 = -360358.304578
  nChanged 22
		SP:Iteration 43Q (99526.000000 sec): 3 clusters
  Score: Raw -363090.682627 + Penalty 2723.275582 = -360367.407045
  nChanged 20
		SP:Iteration 44Q (99526.080000 sec): 3 clusters
  Score: Raw -363098.279862 + Penalty 2723.275582 = -360375.004280
  nChanged 24
		SP:Iteration 45Q (99526.170000 sec): 3 clusters
  Score: Raw -363108.384265 + Penalty 2723.275582 = -360385.108683
  nChanged 26
		SP:Iteration 46Q (99526.250000 sec): 3 clusters
  Score: Raw -363120.475829 + Penalty 2723.275582 = -360397.200246
  nChanged 29
		SP:Iteration 47Q (99526.410000 sec): 3 clusters
  Score: Raw -363131.217573 + Penalty 2723.275582 = -360407.941991
  nChanged 22
		SP:Iteration 48Q (99526.580000 sec): 3 clusters
  Score: Raw -363139.918944 + Penalty 2723.275582 = -360416.643362
  nChanged 22
		SP:Iteration 49Q (99526.760000 sec): 3 clusters
  Score: Raw -363149.292242 + Penalty 2723.275582 = -360426.016660
  nChanged 23
		SP:Iteration 50Q (99526.940000 sec): 3 clusters
  Score: Raw -363157.247018 + Penalty 2723.275582 = -360433.971436
  nChanged 12
		SP:Iteration 51Q (99527.110000 sec): 3 clusters
  Score: Raw -363161.952105 + Penalty 2723.275582 = -360438.676522
  nChanged 6
		SP:Iteration 52Q (99527.290000 sec): 3 clusters
  Score: Raw -363163.960605 + Penalty 2723.275582 = -360440.685023
  nChanged 4
		SP:Iteration 53Q (99527.460000 sec): 3 clusters
  Score: Raw -363164.582371 + Penalty 2723.275582 = -360441.306788
  nChanged 4
		SP:Iteration 54Q (99527.640000 sec): 3 clusters
  Score: Raw -363165.454892 + Penalty 2723.275582 = -360442.179309
  nChanged 3
		SP:Iteration 55Q (99527.790000 sec): 3 clusters
  Score: Raw -363166.067992 + Penalty 2723.275582 = -360442.792410
  nChanged 4
		SP:Iteration 56Q (99527.870000 sec): 3 clusters
  Score: Raw -363167.181946 + Penalty 2723.275582 = -360443.906364
  nChanged 2
		SP:Iteration 57Q (99527.960000 sec): 3 clusters
  Score: Raw -363167.513415 + Penalty 2723.275582 = -360444.237833
  nChanged 2
		SP:Iteration 58Q (99528.040000 sec): 3 clusters
  Score: Raw -363168.017885 + Penalty 2723.275582 = -360444.742302
  nChanged 1
		SP:Iteration 59Q (99528.120000 sec): 3 clusters
  Score: Raw -363168.198882 + Penalty 2723.275582 = -360444.923299
  nChanged 1
		SP:Iteration 60F (99528.210000 sec): 3 clusters
  Score: Raw -363168.809760 + Penalty 2723.275582 = -360445.534177
  nChanged 2
		SP:Iteration 61Q (99528.300000 sec): 3 clusters
  Score: Raw -363169.143588 + Penalty 2723.275582 = -360445.868006
  nChanged 1
		SP:Iteration 62Q (99528.380000 sec): 3 clusters
  Score: Raw -363169.373674 + Penalty 2723.275582 = -360446.098092
  nChanged 0
		SP:Iteration 63F (99528.460000 sec): 3 clusters
  Score: Raw -363169.373674 + Penalty 2723.275582 = -360446.098092
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 104 (2089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99528.520000 sec): 2 clusters
  Score: Raw -168957.336987 + Penalty 1242.221624 = -167715.115363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99528.570000 sec): 3 clusters
  Score: Raw -168101.921346 + Penalty 2484.443248 = -165617.478098
  nChanged 703
		SP:Iteration 1F (99528.610000 sec): 3 clusters
  Score: Raw -168614.622250 + Penalty 2484.443248 = -166130.179003
  nChanged 186
		SP:Iteration 2F (99528.650000 sec): 3 clusters
  Score: Raw -168766.429368 + Penalty 2484.443248 = -166281.986121
  nChanged 107
		SP:Iteration 3F (99528.700000 sec): 3 clusters
  Score: Raw -168845.542769 + Penalty 2484.443248 = -166361.099522
  nChanged 80
		SP:Iteration 4Q (99528.740000 sec): 3 clusters
  Score: Raw -168906.868600 + Penalty 2484.443248 = -166422.425353
  nChanged 64
		SP:Iteration 5Q (99528.780000 sec): 3 clusters
  Score: Raw -168951.751188 + Penalty 2484.443248 = -166467.307940
  nChanged 62
		SP:Iteration 6Q (99528.820000 sec): 3 clusters
  Score: Raw -168996.774692 + Penalty 2484.443248 = -166512.331444
  nChanged 53
		SP:Iteration 7Q (99528.860000 sec): 3 clusters
  Score: Raw -169031.801873 + Penalty 2484.443248 = -166547.358626
  nChanged 44
		SP:Iteration 8Q (99528.900000 sec): 3 clusters
  Score: Raw -169064.150899 + Penalty 2484.443248 = -166579.707652
  nChanged 37
		SP:Iteration 9Q (99528.950000 sec): 3 clusters
  Score: Raw -169088.918462 + Penalty 2484.443248 = -166604.475214
  nChanged 30
		SP:Iteration 10Q (99528.990000 sec): 3 clusters
  Score: Raw -169102.650337 + Penalty 2484.443248 = -166618.207089
  nChanged 21
		SP:Iteration 11Q (99529.030000 sec): 3 clusters
  Score: Raw -169112.099675 + Penalty 2484.443248 = -166627.656427
  nChanged 17
		SP:Iteration 12Q (99529.080000 sec): 3 clusters
  Score: Raw -169121.942258 + Penalty 2484.443248 = -166637.499010
  nChanged 12
		SP:Iteration 13Q (99529.120000 sec): 3 clusters
  Score: Raw -169129.992954 + Penalty 2484.443248 = -166645.549707
  nChanged 10
		SP:Iteration 14Q (99529.160000 sec): 3 clusters
  Score: Raw -169135.235210 + Penalty 2484.443248 = -166650.791963
  nChanged 13
		SP:Iteration 15Q (99529.200000 sec): 3 clusters
  Score: Raw -169140.317465 + Penalty 2484.443248 = -166655.874218
  nChanged 9
		SP:Iteration 16Q (99529.240000 sec): 3 clusters
  Score: Raw -169144.771178 + Penalty 2484.443248 = -166660.327931
  nChanged 7
		SP:Iteration 17Q (99529.280000 sec): 3 clusters
  Score: Raw -169147.164708 + Penalty 2484.443248 = -166662.721461
  nChanged 1
		SP:Iteration 18Q (99529.330000 sec): 3 clusters
  Score: Raw -169147.647109 + Penalty 2484.443248 = -166663.203862
  nChanged 3
		SP:Iteration 19Q (99529.370000 sec): 3 clusters
  Score: Raw -169148.706984 + Penalty 2484.443248 = -166664.263736
  nChanged 4
		SP:Iteration 20F (99529.410000 sec): 3 clusters
  Score: Raw -169151.142559 + Penalty 2484.443248 = -166666.699312
  nChanged 7
		SP:Iteration 21Q (99529.460000 sec): 3 clusters
  Score: Raw -169155.979042 + Penalty 2484.443248 = -166671.535794
  nChanged 5
		SP:Iteration 22Q (99529.500000 sec): 3 clusters
  Score: Raw -169157.342682 + Penalty 2484.443248 = -166672.899435
  nChanged 2
		SP:Iteration 23Q (99529.540000 sec): 3 clusters
  Score: Raw -169158.193125 + Penalty 2484.443248 = -166673.749877
  nChanged 2
		SP:Iteration 24Q (99529.580000 sec): 3 clusters
  Score: Raw -169159.017977 + Penalty 2484.443248 = -166674.574729
  nChanged 3
		SP:Iteration 25Q (99529.620000 sec): 3 clusters
  Score: Raw -169160.441128 + Penalty 2484.443248 = -166675.997881
  nChanged 1
		SP:Iteration 26Q (99529.670000 sec): 3 clusters
  Score: Raw -169160.568340 + Penalty 2484.443248 = -166676.125093
  nChanged 1
		SP:Iteration 27Q (99529.710000 sec): 3 clusters
  Score: Raw -169160.911540 + Penalty 2484.443248 = -166676.468292
  nChanged 1
		SP:Iteration 28Q (99529.750000 sec): 3 clusters
  Score: Raw -169161.397212 + Penalty 2484.443248 = -166676.953964
  nChanged 1
		SP:Iteration 29Q (99529.830000 sec): 3 clusters
  Score: Raw -169161.804833 + Penalty 2484.443248 = -166677.361585
  nChanged 0
		SP:Iteration 30F (99530.000000 sec): 3 clusters
  Score: Raw -169161.804833 + Penalty 2484.443248 = -166677.361585
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 105 (2235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99530.090000 sec): 2 clusters
  Score: Raw -189561.292462 + Penalty 1253.199432 = -188308.093030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99530.270000 sec): 3 clusters
  Score: Raw -188614.712741 + Penalty 2506.398865 = -186108.313876
  nChanged 791
		SP:Iteration 1F (99530.440000 sec): 3 clusters
  Score: Raw -189165.371950 + Penalty 2506.398865 = -186658.973085
  nChanged 196
		SP:Iteration 2F (99530.620000 sec): 3 clusters
  Score: Raw -189339.880657 + Penalty 2506.398865 = -186833.481792
  nChanged 126
		SP:Iteration 3F (99530.800000 sec): 3 clusters
  Score: Raw -189456.616955 + Penalty 2506.398865 = -186950.218090
  nChanged 99
		SP:Iteration 4Q (99530.970000 sec): 3 clusters
  Score: Raw -189555.804445 + Penalty 2506.398865 = -187049.405580
  nChanged 93
		SP:Iteration 5Q (99531.140000 sec): 3 clusters
  Score: Raw -189640.636980 + Penalty 2506.398865 = -187134.238115
  nChanged 76
		SP:Iteration 6Q (99531.320000 sec): 3 clusters
  Score: Raw -189694.756729 + Penalty 2506.398865 = -187188.357865
  nChanged 57
		SP:Iteration 7Q (99531.500000 sec): 3 clusters
  Score: Raw -189740.372327 + Penalty 2506.398865 = -187233.973463
  nChanged 45
		SP:Iteration 8Q (99531.670000 sec): 3 clusters
  Score: Raw -189770.827241 + Penalty 2506.398865 = -187264.428376
  nChanged 26
		SP:Iteration 9Q (99531.850000 sec): 3 clusters
  Score: Raw -189788.180492 + Penalty 2506.398865 = -187281.781627
  nChanged 18
		SP:Iteration 10Q (99532.020000 sec): 3 clusters
  Score: Raw -189800.625687 + Penalty 2506.398865 = -187294.226822
  nChanged 21
		SP:Iteration 11Q (99532.200000 sec): 3 clusters
  Score: Raw -189814.223221 + Penalty 2506.398865 = -187307.824356
  nChanged 16
		SP:Iteration 12Q (99532.380000 sec): 3 clusters
  Score: Raw -189825.020786 + Penalty 2506.398865 = -187318.621921
  nChanged 14
		SP:Iteration 13Q (99532.550000 sec): 3 clusters
  Score: Raw -189833.272345 + Penalty 2506.398865 = -187326.873480
  nChanged 19
		SP:Iteration 14Q (99532.730000 sec): 3 clusters
  Score: Raw -189848.337410 + Penalty 2506.398865 = -187341.938545
  nChanged 18
		SP:Iteration 15Q (99532.900000 sec): 3 clusters
  Score: Raw -189859.128278 + Penalty 2506.398865 = -187352.729413
  nChanged 16
		SP:Iteration 16Q (99533.080000 sec): 3 clusters
  Score: Raw -189869.770859 + Penalty 2506.398865 = -187363.371994
  nChanged 12
		SP:Iteration 17Q (99533.260000 sec): 3 clusters
  Score: Raw -189876.843081 + Penalty 2506.398865 = -187370.444216
  nChanged 9
		SP:Iteration 18Q (99533.430000 sec): 3 clusters
  Score: Raw -189882.376916 + Penalty 2506.398865 = -187375.978052
  nChanged 6
		SP:Iteration 19Q (99533.610000 sec): 3 clusters
  Score: Raw -189885.566501 + Penalty 2506.398865 = -187379.167637
  nChanged 5
		SP:Iteration 20F (99533.780000 sec): 3 clusters
  Score: Raw -189888.437228 + Penalty 2506.398865 = -187382.038364
  nChanged 5
		SP:Iteration 21Q (99533.960000 sec): 3 clusters
  Score: Raw -189892.127361 + Penalty 2506.398865 = -187385.728497
  nChanged 4
		SP:Iteration 22Q (99534.140000 sec): 3 clusters
  Score: Raw -189894.262272 + Penalty 2506.398865 = -187387.863407
  nChanged 3
		SP:Iteration 23Q (99534.310000 sec): 3 clusters
  Score: Raw -189895.506732 + Penalty 2506.398865 = -187389.107867
  nChanged 8
		SP:Iteration 24Q (99534.490000 sec): 3 clusters
  Score: Raw -189899.592039 + Penalty 2506.398865 = -187393.193174
  nChanged 9
		SP:Iteration 25Q (99534.660000 sec): 3 clusters
  Score: Raw -189903.552453 + Penalty 2506.398865 = -187397.153588
  nChanged 3
		SP:Iteration 26Q (99534.840000 sec): 3 clusters
  Score: Raw -189904.405074 + Penalty 2506.398865 = -187398.006209
  nChanged 2
		SP:Iteration 27Q (99535.020000 sec): 3 clusters
  Score: Raw -189905.601198 + Penalty 2506.398865 = -187399.202333
  nChanged 4
		SP:Iteration 28Q (99535.190000 sec): 3 clusters
  Score: Raw -189908.183176 + Penalty 2506.398865 = -187401.784311
  nChanged 6
		SP:Iteration 29Q (99535.370000 sec): 3 clusters
  Score: Raw -189912.513183 + Penalty 2506.398865 = -187406.114318
  nChanged 8
		SP:Iteration 30Q (99535.540000 sec): 3 clusters
  Score: Raw -189917.319131 + Penalty 2506.398865 = -187410.920266
  nChanged 5
		SP:Iteration 31Q (99535.720000 sec): 3 clusters
  Score: Raw -189920.673394 + Penalty 2506.398865 = -187414.274529
  nChanged 4
		SP:Iteration 32Q (99535.900000 sec): 3 clusters
  Score: Raw -189924.197310 + Penalty 2506.398865 = -187417.798445
  nChanged 2
		SP:Iteration 33Q (99536.070000 sec): 3 clusters
  Score: Raw -189925.597238 + Penalty 2506.398865 = -187419.198373
  nChanged 3
		SP:Iteration 34Q (99536.240000 sec): 3 clusters
  Score: Raw -189926.641744 + Penalty 2506.398865 = -187420.242879
  nChanged 1
		SP:Iteration 35Q (99536.420000 sec): 3 clusters
  Score: Raw -189926.862149 + Penalty 2506.398865 = -187420.463284
  nChanged 1
		SP:Iteration 36Q (99536.600000 sec): 3 clusters
  Score: Raw -189927.045197 + Penalty 2506.398865 = -187420.646332
  nChanged 2
		SP:Iteration 37Q (99536.770000 sec): 3 clusters
  Score: Raw -189927.916939 + Penalty 2506.398865 = -187421.518074
  nChanged 2
		SP:Iteration 38Q (99536.950000 sec): 3 clusters
  Score: Raw -189929.151146 + Penalty 2506.398865 = -187422.752282
  nChanged 3
		SP:Iteration 39Q (99537.120000 sec): 3 clusters
  Score: Raw -189930.775449 + Penalty 2506.398865 = -187424.376584
  nChanged 6
		SP:Iteration 40F (99537.300000 sec): 3 clusters
  Score: Raw -189934.074397 + Penalty 2506.398865 = -187427.675532
  nChanged 2
		SP:Iteration 41Q (99537.480000 sec): 3 clusters
  Score: Raw -189935.038675 + Penalty 2506.398865 = -187428.639810
  nChanged 2
		SP:Iteration 42Q (99537.650000 sec): 3 clusters
  Score: Raw -189936.173420 + Penalty 2506.398865 = -187429.774555
  nChanged 4
		SP:Iteration 43Q (99537.830000 sec): 3 clusters
  Score: Raw -189938.563520 + Penalty 2506.398865 = -187432.164655
  nChanged 1
		SP:Iteration 44Q (99538.000000 sec): 3 clusters
  Score: Raw -189938.973731 + Penalty 2506.398865 = -187432.574867
  nChanged 1
		SP:Iteration 45Q (99538.180000 sec): 3 clusters
  Score: Raw -189939.421240 + Penalty 2506.398865 = -187433.022375
  nChanged 1
		SP:Iteration 46Q (99538.360000 sec): 3 clusters
  Score: Raw -189940.120615 + Penalty 2506.398865 = -187433.721750
  nChanged 2
		SP:Iteration 47Q (99538.530000 sec): 3 clusters
  Score: Raw -189940.889036 + Penalty 2506.398865 = -187434.490171
  nChanged 4
		SP:Iteration 48Q (99538.700000 sec): 3 clusters
  Score: Raw -189943.348310 + Penalty 2506.398865 = -187436.949445
  nChanged 4
		SP:Iteration 49Q (99538.880000 sec): 3 clusters
  Score: Raw -189945.868202 + Penalty 2506.398865 = -187439.469337
  nChanged 2
		SP:Iteration 50Q (99539.060000 sec): 3 clusters
  Score: Raw -189947.234437 + Penalty 2506.398865 = -187440.835573
  nChanged 2
		SP:Iteration 51Q (99539.230000 sec): 3 clusters
  Score: Raw -189948.414816 + Penalty 2506.398865 = -187442.015951
  nChanged 0
		SP:Iteration 52F (99539.410000 sec): 3 clusters
  Score: Raw -189948.414816 + Penalty 2506.398865 = -187442.015951
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 106 (8838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99539.530000 sec): 2 clusters
  Score: Raw -836253.397583 + Penalty 1476.607581 = -834776.790001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99539.740000 sec): 3 clusters
  Score: Raw -831329.463066 + Penalty 2953.215163 = -828376.247903
  nChanged 3768
		SP:Iteration 1F (99539.980000 sec): 3 clusters
  Score: Raw -833442.813968 + Penalty 2953.215163 = -830489.598806
  nChanged 592
		SP:Iteration 2F (99540.170000 sec): 3 clusters
  Score: Raw -833770.725449 + Penalty 2953.215163 = -830817.510286
  nChanged 598
		SP:Iteration 3F (99540.370000 sec): 3 clusters
  Score: Raw -834153.095441 + Penalty 2953.215163 = -831199.880278
  nChanged 571
		SP:Iteration 4F (99540.560000 sec): 3 clusters
  Score: Raw -834539.019583 + Penalty 2953.215163 = -831585.804421
  nChanged 537
		SP:Iteration 5F (99540.830000 sec): 3 clusters
  Score: Raw -834895.425457 + Penalty 2953.215163 = -831942.210294
  nChanged 466
		SP:Iteration 6F (99541.010000 sec): 3 clusters
  Score: Raw -835162.148474 + Penalty 2953.215163 = -832208.933311
  nChanged 377
		SP:Iteration 7Q (99541.200000 sec): 3 clusters
  Score: Raw -835338.356965 + Penalty 2953.215163 = -832385.141802
  nChanged 295
		SP:Iteration 8Q (99541.390000 sec): 3 clusters
  Score: Raw -835446.882515 + Penalty 2953.215163 = -832493.667352
  nChanged 202
		SP:Iteration 9Q (99541.580000 sec): 3 clusters
  Score: Raw -835515.086691 + Penalty 2953.215163 = -832561.871529
  nChanged 168
		SP:Iteration 10Q (99541.770000 sec): 3 clusters
  Score: Raw -835578.728211 + Penalty 2953.215163 = -832625.513048
  nChanged 147
		SP:Iteration 11Q (99541.960000 sec): 3 clusters
  Score: Raw -835622.623464 + Penalty 2953.215163 = -832669.408301
  nChanged 121
		SP:Iteration 12Q (99542.160000 sec): 3 clusters
  Score: Raw -835664.088001 + Penalty 2953.215163 = -832710.872838
  nChanged 120
		SP:Iteration 13Q (99542.360000 sec): 3 clusters
  Score: Raw -835698.066967 + Penalty 2953.215163 = -832744.851804
  nChanged 96
		SP:Iteration 14Q (99542.540000 sec): 3 clusters
  Score: Raw -835723.326988 + Penalty 2953.215163 = -832770.111825
  nChanged 82
		SP:Iteration 15Q (99542.740000 sec): 3 clusters
  Score: Raw -835744.236053 + Penalty 2953.215163 = -832791.020890
  nChanged 81
		SP:Iteration 16Q (99542.940000 sec): 3 clusters
  Score: Raw -835763.808331 + Penalty 2953.215163 = -832810.593169
  nChanged 79
		SP:Iteration 17Q (99543.130000 sec): 3 clusters
  Score: Raw -835779.736198 + Penalty 2953.215163 = -832826.521036
  nChanged 59
		SP:Iteration 18Q (99543.370000 sec): 3 clusters
  Score: Raw -835793.219282 + Penalty 2953.215163 = -832840.004119
  nChanged 56
		SP:Iteration 19Q (99543.600000 sec): 3 clusters
  Score: Raw -835803.526434 + Penalty 2953.215163 = -832850.311271
  nChanged 40
		SP:Iteration 20F (99543.750000 sec): 3 clusters
  Score: Raw -835811.854111 + Penalty 2953.215163 = -832858.638948
  nChanged 45
		SP:Iteration 21Q (99543.990000 sec): 3 clusters
  Score: Raw -835820.943796 + Penalty 2953.215163 = -832867.728633
  nChanged 40
		SP:Iteration 22Q (99544.170000 sec): 3 clusters
  Score: Raw -835828.386773 + Penalty 2953.215163 = -832875.171611
  nChanged 48
		SP:Iteration 23Q (99544.370000 sec): 3 clusters
  Score: Raw -835836.761517 + Penalty 2953.215163 = -832883.546354
  nChanged 38
		SP:Iteration 24Q (99544.550000 sec): 3 clusters
  Score: Raw -835843.712918 + Penalty 2953.215163 = -832890.497756
  nChanged 27
		SP:Iteration 25Q (99544.750000 sec): 3 clusters
  Score: Raw -835848.944213 + Penalty 2953.215163 = -832895.729051
  nChanged 42
		SP:Iteration 26Q (99544.940000 sec): 3 clusters
  Score: Raw -835857.723445 + Penalty 2953.215163 = -832904.508283
  nChanged 40
		SP:Iteration 27Q (99545.140000 sec): 3 clusters
  Score: Raw -835865.166166 + Penalty 2953.215163 = -832911.951003
  nChanged 42
		SP:Iteration 28Q (99545.330000 sec): 3 clusters
  Score: Raw -835874.235118 + Penalty 2953.215163 = -832921.019955
  nChanged 48
		SP:Iteration 29Q (99545.520000 sec): 3 clusters
  Score: Raw -835886.213526 + Penalty 2953.215163 = -832932.998364
  nChanged 66
		SP:Iteration 30Q (99545.710000 sec): 3 clusters
  Score: Raw -835904.133985 + Penalty 2953.215163 = -832950.918822
  nChanged 67
		SP:Iteration 31Q (99545.910000 sec): 3 clusters
  Score: Raw -835922.210296 + Penalty 2953.215163 = -832968.995134
  nChanged 71
		SP:Iteration 32Q (99546.100000 sec): 3 clusters
  Score: Raw -835941.431661 + Penalty 2953.215163 = -832988.216498
  nChanged 78
		SP:Iteration 33Q (99546.300000 sec): 3 clusters
  Score: Raw -835960.214083 + Penalty 2953.215163 = -833006.998920
  nChanged 78
		SP:Iteration 34Q (99546.490000 sec): 3 clusters
  Score: Raw -835979.826015 + Penalty 2953.215163 = -833026.610852
  nChanged 85
		SP:Iteration 35Q (99546.680000 sec): 3 clusters
  Score: Raw -836005.665983 + Penalty 2953.215163 = -833052.450820
  nChanged 115
		SP:Iteration 36Q (99546.880000 sec): 3 clusters
  Score: Raw -836041.351324 + Penalty 2953.215163 = -833088.136161
  nChanged 100
		SP:Iteration 37Q (99547.070000 sec): 3 clusters
  Score: Raw -836073.371683 + Penalty 2953.215163 = -833120.156520
  nChanged 115
		SP:Iteration 38Q (99547.300000 sec): 3 clusters
  Score: Raw -836109.629224 + Penalty 2953.215163 = -833156.414061
  nChanged 113
		SP:Iteration 39Q (99547.490000 sec): 3 clusters
  Score: Raw -836146.120351 + Penalty 2953.215163 = -833192.905188
  nChanged 118
		SP:Iteration 40F (99547.680000 sec): 3 clusters
  Score: Raw -836188.508789 + Penalty 2953.215163 = -833235.293626
  nChanged 121
		SP:Iteration 41Q (99547.900000 sec): 3 clusters
  Score: Raw -836233.453550 + Penalty 2953.215163 = -833280.238388
  nChanged 123
		SP:Iteration 42Q (99548.170000 sec): 3 clusters
  Score: Raw -836276.038092 + Penalty 2953.215163 = -833322.822929
  nChanged 115
		SP:Iteration 43Q (99548.320000 sec): 3 clusters
  Score: Raw -836319.020711 + Penalty 2953.215163 = -833365.805548
  nChanged 113
		SP:Iteration 44Q (99548.510000 sec): 3 clusters
  Score: Raw -836354.388960 + Penalty 2953.215163 = -833401.173797
  nChanged 97
		SP:Iteration 45Q (99548.740000 sec): 3 clusters
  Score: Raw -836384.484841 + Penalty 2953.215163 = -833431.269678
  nChanged 83
		SP:Iteration 46Q (99548.930000 sec): 3 clusters
  Score: Raw -836410.941420 + Penalty 2953.215163 = -833457.726258
  nChanged 83
		SP:Iteration 47Q (99549.130000 sec): 3 clusters
  Score: Raw -836436.536290 + Penalty 2953.215163 = -833483.321127
  nChanged 74
		SP:Iteration 48Q (99549.320000 sec): 3 clusters
  Score: Raw -836462.792567 + Penalty 2953.215163 = -833509.577404
  nChanged 78
		SP:Iteration 49Q (99549.510000 sec): 3 clusters
  Score: Raw -836488.236606 + Penalty 2953.215163 = -833535.021443
  nChanged 84
		SP:Iteration 50Q (99549.700000 sec): 3 clusters
  Score: Raw -836517.132692 + Penalty 2953.215163 = -833563.917529
  nChanged 83
		SP:Iteration 51Q (99549.900000 sec): 3 clusters
  Score: Raw -836539.762380 + Penalty 2953.215163 = -833586.547218
  nChanged 66
		SP:Iteration 52Q (99550.090000 sec): 3 clusters
  Score: Raw -836556.334263 + Penalty 2953.215163 = -833603.119100
  nChanged 50
		SP:Iteration 53Q (99550.280000 sec): 3 clusters
  Score: Raw -836569.996073 + Penalty 2953.215163 = -833616.780910
  nChanged 46
		SP:Iteration 54Q (99550.480000 sec): 3 clusters
  Score: Raw -836585.278722 + Penalty 2953.215163 = -833632.063560
  nChanged 53
		SP:Iteration 55Q (99550.660000 sec): 3 clusters
  Score: Raw -836603.338405 + Penalty 2953.215163 = -833650.123242
  nChanged 57
		SP:Iteration 56Q (99550.800000 sec): 3 clusters
  Score: Raw -836620.689102 + Penalty 2953.215163 = -833667.473939
  nChanged 50
		SP:Iteration 57Q (99551.060000 sec): 3 clusters
  Score: Raw -836634.952101 + Penalty 2953.215163 = -833681.736938
  nChanged 46
		SP:Iteration 58Q (99551.260000 sec): 3 clusters
  Score: Raw -836648.699229 + Penalty 2953.215163 = -833695.484066
  nChanged 44
		SP:Iteration 59Q (99551.440000 sec): 3 clusters
  Score: Raw -836660.593536 + Penalty 2953.215163 = -833707.378374
  nChanged 34
		SP:Iteration 60F (99551.640000 sec): 3 clusters
  Score: Raw -836670.238962 + Penalty 2953.215163 = -833717.023800
  nChanged 30
		SP:Iteration 61Q (99551.850000 sec): 3 clusters
  Score: Raw -836679.146759 + Penalty 2953.215163 = -833725.931596
  nChanged 31
		SP:Iteration 62Q (99552.070000 sec): 3 clusters
  Score: Raw -836690.154834 + Penalty 2953.215163 = -833736.939671
  nChanged 35
		SP:Iteration 63Q (99552.260000 sec): 3 clusters
  Score: Raw -836701.541476 + Penalty 2953.215163 = -833748.326314
  nChanged 37
		SP:Iteration 64Q (99552.440000 sec): 3 clusters
  Score: Raw -836712.024896 + Penalty 2953.215163 = -833758.809733
  nChanged 22
		SP:Iteration 65Q (99552.630000 sec): 3 clusters
  Score: Raw -836718.200226 + Penalty 2953.215163 = -833764.985063
  nChanged 16
		SP:Iteration 66Q (99552.820000 sec): 3 clusters
  Score: Raw -836722.655548 + Penalty 2953.215163 = -833769.440385
  nChanged 15
		SP:Iteration 67Q (99553.010000 sec): 3 clusters
  Score: Raw -836726.611505 + Penalty 2953.215163 = -833773.396342
  nChanged 15
		SP:Iteration 68Q (99553.200000 sec): 3 clusters
  Score: Raw -836730.574562 + Penalty 2953.215163 = -833777.359399
  nChanged 15
		SP:Iteration 69Q (99553.400000 sec): 3 clusters
  Score: Raw -836734.957495 + Penalty 2953.215163 = -833781.742332
  nChanged 16
		SP:Iteration 70Q (99553.590000 sec): 3 clusters
  Score: Raw -836739.567695 + Penalty 2953.215163 = -833786.352532
  nChanged 12
		SP:Iteration 71Q (99553.780000 sec): 3 clusters
  Score: Raw -836743.305346 + Penalty 2953.215163 = -833790.090183
  nChanged 14
		SP:Iteration 72Q (99553.980000 sec): 3 clusters
  Score: Raw -836747.059489 + Penalty 2953.215163 = -833793.844326
  nChanged 12
		SP:Iteration 73Q (99554.170000 sec): 3 clusters
  Score: Raw -836749.741162 + Penalty 2953.215163 = -833796.525999
  nChanged 13
		SP:Iteration 74Q (99554.360000 sec): 3 clusters
  Score: Raw -836752.941424 + Penalty 2953.215163 = -833799.726262
  nChanged 13
		SP:Iteration 75Q (99554.560000 sec): 3 clusters
  Score: Raw -836755.854983 + Penalty 2953.215163 = -833802.639820
  nChanged 8
		SP:Iteration 76Q (99554.750000 sec): 3 clusters
  Score: Raw -836758.141825 + Penalty 2953.215163 = -833804.926662
  nChanged 9
		SP:Iteration 77Q (99554.940000 sec): 3 clusters
  Score: Raw -836760.800477 + Penalty 2953.215163 = -833807.585314
  nChanged 13
		SP:Iteration 78Q (99555.130000 sec): 3 clusters
  Score: Raw -836763.704845 + Penalty 2953.215163 = -833810.489682
  nChanged 7
		SP:Iteration 79Q (99555.330000 sec): 3 clusters
  Score: Raw -836766.406393 + Penalty 2953.215163 = -833813.191230
  nChanged 13
		SP:Iteration 80F (99555.520000 sec): 3 clusters
  Score: Raw -836770.031038 + Penalty 2953.215163 = -833816.815876
  nChanged 10
		SP:Iteration 81Q (99555.720000 sec): 3 clusters
  Score: Raw -836772.510561 + Penalty 2953.215163 = -833819.295398
  nChanged 7
		SP:Iteration 82Q (99555.910000 sec): 3 clusters
  Score: Raw -836774.779981 + Penalty 2953.215163 = -833821.564819
  nChanged 10
		SP:Iteration 83Q (99556.100000 sec): 3 clusters
  Score: Raw -836777.551365 + Penalty 2953.215163 = -833824.336202
  nChanged 9
		SP:Iteration 84Q (99556.290000 sec): 3 clusters
  Score: Raw -836779.998496 + Penalty 2953.215163 = -833826.783333
  nChanged 11
		SP:Iteration 85Q (99556.490000 sec): 3 clusters
  Score: Raw -836782.645485 + Penalty 2953.215163 = -833829.430322
  nChanged 7
		SP:Iteration 86Q (99556.680000 sec): 3 clusters
  Score: Raw -836784.259262 + Penalty 2953.215163 = -833831.044099
  nChanged 10
		SP:Iteration 87Q (99556.920000 sec): 3 clusters
  Score: Raw -836786.589887 + Penalty 2953.215163 = -833833.374724
  nChanged 5
		SP:Iteration 88Q (99557.110000 sec): 3 clusters
  Score: Raw -836787.721353 + Penalty 2953.215163 = -833834.506190
  nChanged 3
		SP:Iteration 89Q (99557.290000 sec): 3 clusters
  Score: Raw -836788.418828 + Penalty 2953.215163 = -833835.203665
  nChanged 4
		SP:Iteration 90Q (99557.510000 sec): 3 clusters
  Score: Raw -836789.521224 + Penalty 2953.215163 = -833836.306061
  nChanged 3
		SP:Iteration 91Q (99557.700000 sec): 3 clusters
  Score: Raw -836790.262542 + Penalty 2953.215163 = -833837.047379
  nChanged 7
		SP:Iteration 92Q (99557.880000 sec): 3 clusters
  Score: Raw -836791.826218 + Penalty 2953.215163 = -833838.611056
  nChanged 5
		SP:Iteration 93Q (99558.060000 sec): 3 clusters
  Score: Raw -836792.933986 + Penalty 2953.215163 = -833839.718823
  nChanged 4
		SP:Iteration 94Q (99558.250000 sec): 3 clusters
  Score: Raw -836793.813901 + Penalty 2953.215163 = -833840.598738
  nChanged 2
		SP:Iteration 95Q (99558.440000 sec): 3 clusters
  Score: Raw -836794.180099 + Penalty 2953.215163 = -833840.964936
  nChanged 3
		SP:Iteration 96Q (99558.630000 sec): 3 clusters
  Score: Raw -836794.752077 + Penalty 2953.215163 = -833841.536914
  nChanged 1
		SP:Iteration 97Q (99558.820000 sec): 3 clusters
  Score: Raw -836794.979434 + Penalty 2953.215163 = -833841.764271
  nChanged 1
		SP:Iteration 98Q (99559.020000 sec): 3 clusters
  Score: Raw -836795.232778 + Penalty 2953.215163 = -833842.017615
  nChanged 0
		SP:Iteration 99F (99559.200000 sec): 3 clusters
  Score: Raw -836795.232778 + Penalty 2953.215163 = -833842.017615
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 107 (7156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99559.340000 sec): 2 clusters
  Score: Raw -643718.125480 + Penalty 1442.302297 = -642275.823183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99559.550000 sec): 3 clusters
  Score: Raw -639858.660503 + Penalty 2884.604595 = -636974.055908
  nChanged 2974
		SP:Iteration 1F (99559.750000 sec): 3 clusters
  Score: Raw -641483.570162 + Penalty 2884.604595 = -638598.965567
  nChanged 546
		SP:Iteration 2F (99560.000000 sec): 3 clusters
  Score: Raw -641807.127595 + Penalty 2884.604595 = -638922.523000
  nChanged 447
		SP:Iteration 3F (99560.240000 sec): 3 clusters
  Score: Raw -642070.300280 + Penalty 2884.604595 = -639185.695686
  nChanged 390
		SP:Iteration 4F (99560.430000 sec): 3 clusters
  Score: Raw -642269.301543 + Penalty 2884.604595 = -639384.696948
  nChanged 328
		SP:Iteration 5Q (99560.640000 sec): 3 clusters
  Score: Raw -642408.541856 + Penalty 2884.604595 = -639523.937261
  nChanged 243
		SP:Iteration 6Q (99560.840000 sec): 3 clusters
  Score: Raw -642503.345538 + Penalty 2884.604595 = -639618.740944
  nChanged 220
		SP:Iteration 7Q (99561.050000 sec): 3 clusters
  Score: Raw -642584.356985 + Penalty 2884.604595 = -639699.752390
  nChanged 205
		SP:Iteration 8Q (99561.250000 sec): 3 clusters
  Score: Raw -642659.226169 + Penalty 2884.604595 = -639774.621575
  nChanged 173
		SP:Iteration 9Q (99561.450000 sec): 3 clusters
  Score: Raw -642726.679046 + Penalty 2884.604595 = -639842.074452
  nChanged 162
		SP:Iteration 10Q (99561.650000 sec): 3 clusters
  Score: Raw -642782.564371 + Penalty 2884.604595 = -639897.959776
  nChanged 130
		SP:Iteration 11Q (99561.860000 sec): 3 clusters
  Score: Raw -642830.066386 + Penalty 2884.604595 = -639945.461791
  nChanged 119
		SP:Iteration 12Q (99561.980000 sec): 3 clusters
  Score: Raw -642877.590230 + Penalty 2884.604595 = -639992.985635
  nChanged 128
		SP:Iteration 13Q (99562.100000 sec): 3 clusters
  Score: Raw -642926.446123 + Penalty 2884.604595 = -640041.841528
  nChanged 121
		SP:Iteration 14Q (99562.210000 sec): 3 clusters
  Score: Raw -642968.538728 + Penalty 2884.604595 = -640083.934134
  nChanged 126
		SP:Iteration 15Q (99562.320000 sec): 3 clusters
  Score: Raw -643016.475712 + Penalty 2884.604595 = -640131.871117
  nChanged 128
		SP:Iteration 16Q (99562.430000 sec): 3 clusters
  Score: Raw -643065.630600 + Penalty 2884.604595 = -640181.026006
  nChanged 126
		SP:Iteration 17Q (99562.550000 sec): 3 clusters
  Score: Raw -643111.342356 + Penalty 2884.604595 = -640226.737761
  nChanged 114
		SP:Iteration 18Q (99562.670000 sec): 3 clusters
  Score: Raw -643145.940479 + Penalty 2884.604595 = -640261.335885
  nChanged 104
		SP:Iteration 19Q (99562.780000 sec): 3 clusters
  Score: Raw -643177.385411 + Penalty 2884.604595 = -640292.780816
  nChanged 117
		SP:Iteration 20F (99562.900000 sec): 3 clusters
  Score: Raw -643224.842882 + Penalty 2884.604595 = -640340.238287
  nChanged 124
		SP:Iteration 21Q (99563.020000 sec): 3 clusters
  Score: Raw -643267.321374 + Penalty 2884.604595 = -640382.716780
  nChanged 130
		SP:Iteration 22Q (99563.140000 sec): 3 clusters
  Score: Raw -643321.341816 + Penalty 2884.604595 = -640436.737222
  nChanged 135
		SP:Iteration 23Q (99563.260000 sec): 3 clusters
  Score: Raw -643370.328484 + Penalty 2884.604595 = -640485.723890
  nChanged 117
		SP:Iteration 24Q (99563.370000 sec): 3 clusters
  Score: Raw -643413.528339 + Penalty 2884.604595 = -640528.923744
  nChanged 106
		SP:Iteration 25Q (99563.490000 sec): 3 clusters
  Score: Raw -643456.596563 + Penalty 2884.604595 = -640571.991969
  nChanged 109
		SP:Iteration 26Q (99563.610000 sec): 3 clusters
  Score: Raw -643502.313825 + Penalty 2884.604595 = -640617.709231
  nChanged 114
		SP:Iteration 27Q (99563.720000 sec): 3 clusters
  Score: Raw -643541.530321 + Penalty 2884.604595 = -640656.925727
  nChanged 98
		SP:Iteration 28Q (99563.840000 sec): 3 clusters
  Score: Raw -643576.455033 + Penalty 2884.604595 = -640691.850439
  nChanged 94
		SP:Iteration 29Q (99563.960000 sec): 3 clusters
  Score: Raw -643615.102460 + Penalty 2884.604595 = -640730.497865
  nChanged 81
		SP:Iteration 30Q (99564.080000 sec): 3 clusters
  Score: Raw -643655.099018 + Penalty 2884.604595 = -640770.494424
  nChanged 77
		SP:Iteration 31Q (99564.200000 sec): 3 clusters
  Score: Raw -643690.336395 + Penalty 2884.604595 = -640805.731800
  nChanged 68
		SP:Iteration 32Q (99564.320000 sec): 3 clusters
  Score: Raw -643721.558593 + Penalty 2884.604595 = -640836.953998
  nChanged 72
		SP:Iteration 33Q (99564.430000 sec): 3 clusters
  Score: Raw -643752.384166 + Penalty 2884.604595 = -640867.779572
  nChanged 79
		SP:Iteration 34Q (99564.550000 sec): 3 clusters
  Score: Raw -643793.506145 + Penalty 2884.604595 = -640908.901551
  nChanged 75
		SP:Iteration 35Q (99564.670000 sec): 3 clusters
  Score: Raw -643833.057365 + Penalty 2884.604595 = -640948.452770
  nChanged 82
		SP:Iteration 36Q (99564.780000 sec): 3 clusters
  Score: Raw -643889.060505 + Penalty 2884.604595 = -641004.455910
  nChanged 91
		SP:Iteration 37Q (99564.900000 sec): 3 clusters
  Score: Raw -643956.598587 + Penalty 2884.604595 = -641071.993993
  nChanged 74
		SP:Iteration 38Q (99565.020000 sec): 3 clusters
  Score: Raw -644000.395588 + Penalty 2884.604595 = -641115.790993
  nChanged 56
		SP:Iteration 39Q (99565.140000 sec): 3 clusters
  Score: Raw -644031.395216 + Penalty 2884.604595 = -641146.790622
  nChanged 37
		SP:Iteration 40F (99565.260000 sec): 3 clusters
  Score: Raw -644046.964097 + Penalty 2884.604595 = -641162.359503
  nChanged 29
		SP:Iteration 41Q (99565.380000 sec): 3 clusters
  Score: Raw -644059.067151 + Penalty 2884.604595 = -641174.462557
  nChanged 25
		SP:Iteration 42Q (99565.480000 sec): 3 clusters
  Score: Raw -644069.124463 + Penalty 2884.604595 = -641184.519868
  nChanged 21
		SP:Iteration 43Q (99565.600000 sec): 3 clusters
  Score: Raw -644076.155437 + Penalty 2884.604595 = -641191.550843
  nChanged 17
		SP:Iteration 44Q (99565.710000 sec): 3 clusters
  Score: Raw -644083.639540 + Penalty 2884.604595 = -641199.034946
  nChanged 15
		SP:Iteration 45Q (99565.820000 sec): 3 clusters
  Score: Raw -644089.261512 + Penalty 2884.604595 = -641204.656917
  nChanged 20
		SP:Iteration 46Q (99565.930000 sec): 3 clusters
  Score: Raw -644096.186462 + Penalty 2884.604595 = -641211.581867
  nChanged 17
		SP:Iteration 47Q (99566.040000 sec): 3 clusters
  Score: Raw -644103.939511 + Penalty 2884.604595 = -641219.334917
  nChanged 16
		SP:Iteration 48Q (99566.150000 sec): 3 clusters
  Score: Raw -644111.610558 + Penalty 2884.604595 = -641227.005964
  nChanged 8
		SP:Iteration 49Q (99566.260000 sec): 3 clusters
  Score: Raw -644116.411412 + Penalty 2884.604595 = -641231.806818
  nChanged 13
		SP:Iteration 50Q (99566.380000 sec): 3 clusters
  Score: Raw -644121.088501 + Penalty 2884.604595 = -641236.483906
  nChanged 7
		SP:Iteration 51Q (99566.490000 sec): 3 clusters
  Score: Raw -644124.388831 + Penalty 2884.604595 = -641239.784236
  nChanged 7
		SP:Iteration 52Q (99566.600000 sec): 3 clusters
  Score: Raw -644128.229998 + Penalty 2884.604595 = -641243.625403
  nChanged 6
		SP:Iteration 53Q (99566.710000 sec): 3 clusters
  Score: Raw -644130.292668 + Penalty 2884.604595 = -641245.688073
  nChanged 5
		SP:Iteration 54Q (99566.830000 sec): 3 clusters
  Score: Raw -644133.072055 + Penalty 2884.604595 = -641248.467461
  nChanged 4
		SP:Iteration 55Q (99566.950000 sec): 3 clusters
  Score: Raw -644134.414793 + Penalty 2884.604595 = -641249.810198
  nChanged 2
		SP:Iteration 56Q (99567.060000 sec): 3 clusters
  Score: Raw -644136.070285 + Penalty 2884.604595 = -641251.465690
  nChanged 4
		SP:Iteration 57Q (99567.250000 sec): 3 clusters
  Score: Raw -644138.590516 + Penalty 2884.604595 = -641253.985921
  nChanged 4
		SP:Iteration 58Q (99567.450000 sec): 3 clusters
  Score: Raw -644140.296688 + Penalty 2884.604595 = -641255.692094
  nChanged 7
		SP:Iteration 59Q (99567.660000 sec): 3 clusters
  Score: Raw -644142.978946 + Penalty 2884.604595 = -641258.374352
  nChanged 4
		SP:Iteration 60F (99567.860000 sec): 3 clusters
  Score: Raw -644143.868773 + Penalty 2884.604595 = -641259.264178
  nChanged 2
		SP:Iteration 61Q (99568.060000 sec): 3 clusters
  Score: Raw -644144.265126 + Penalty 2884.604595 = -641259.660531
  nChanged 2
		SP:Iteration 62Q (99568.260000 sec): 3 clusters
  Score: Raw -644144.499339 + Penalty 2884.604595 = -641259.894745
  nChanged 0
		SP:Iteration 63F (99568.470000 sec): 3 clusters
  Score: Raw -644144.499339 + Penalty 2884.604595 = -641259.894745
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 108 (10146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99568.610000 sec): 2 clusters
  Score: Raw -883090.324167 + Penalty 1499.035658 = -881591.288510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99568.760000 sec): 3 clusters
  Score: Raw -877406.116134 + Penalty 2998.071316 = -874408.044819
  nChanged 4389
		SP:Iteration 1F (99569.030000 sec): 3 clusters
  Score: Raw -880025.246786 + Penalty 2998.071316 = -877027.175470
  nChanged 771
		SP:Iteration 2F (99569.260000 sec): 3 clusters
  Score: Raw -880466.248750 + Penalty 2998.071316 = -877468.177434
  nChanged 629
		SP:Iteration 3F (99569.520000 sec): 3 clusters
  Score: Raw -880798.173475 + Penalty 2998.071316 = -877800.102159
  nChanged 524
		SP:Iteration 4F (99569.750000 sec): 3 clusters
  Score: Raw -881062.073918 + Penalty 2998.071316 = -878064.002602
  nChanged 470
		SP:Iteration 5Q (99570.010000 sec): 3 clusters
  Score: Raw -881306.652252 + Penalty 2998.071316 = -878308.580936
  nChanged 423
		SP:Iteration 6Q (99570.280000 sec): 3 clusters
  Score: Raw -881545.301236 + Penalty 2998.071316 = -878547.229920
  nChanged 415
		SP:Iteration 7Q (99570.550000 sec): 3 clusters
  Score: Raw -881766.882450 + Penalty 2998.071316 = -878768.811134
  nChanged 377
		SP:Iteration 8Q (99570.810000 sec): 3 clusters
  Score: Raw -881954.454083 + Penalty 2998.071316 = -878956.382767
  nChanged 324
		SP:Iteration 9Q (99571.080000 sec): 3 clusters
  Score: Raw -882105.156439 + Penalty 2998.071316 = -879107.085123
  nChanged 281
		SP:Iteration 10Q (99571.340000 sec): 3 clusters
  Score: Raw -882242.132803 + Penalty 2998.071316 = -879244.061487
  nChanged 245
		SP:Iteration 11Q (99571.610000 sec): 3 clusters
  Score: Raw -882353.681847 + Penalty 2998.071316 = -879355.610531
  nChanged 225
		SP:Iteration 12Q (99571.870000 sec): 3 clusters
  Score: Raw -882452.004231 + Penalty 2998.071316 = -879453.932915
  nChanged 218
		SP:Iteration 13Q (99572.130000 sec): 3 clusters
  Score: Raw -882552.787539 + Penalty 2998.071316 = -879554.716223
  nChanged 202
		SP:Iteration 14Q (99572.400000 sec): 3 clusters
  Score: Raw -882649.096111 + Penalty 2998.071316 = -879651.024795
  nChanged 175
		SP:Iteration 15Q (99572.660000 sec): 3 clusters
  Score: Raw -882726.893382 + Penalty 2998.071316 = -879728.822066
  nChanged 170
		SP:Iteration 16Q (99572.930000 sec): 3 clusters
  Score: Raw -882809.396460 + Penalty 2998.071316 = -879811.325144
  nChanged 164
		SP:Iteration 17Q (99573.190000 sec): 3 clusters
  Score: Raw -882885.451369 + Penalty 2998.071316 = -879887.380053
  nChanged 140
		SP:Iteration 18Q (99573.460000 sec): 3 clusters
  Score: Raw -882951.376013 + Penalty 2998.071316 = -879953.304697
  nChanged 136
		SP:Iteration 19Q (99573.720000 sec): 3 clusters
  Score: Raw -883017.859857 + Penalty 2998.071316 = -880019.788542
  nChanged 130
		SP:Iteration 20F (99573.990000 sec): 3 clusters
  Score: Raw -883093.225409 + Penalty 2998.071316 = -880095.154093
  nChanged 129
		SP:Iteration 21Q (99574.250000 sec): 3 clusters
  Score: Raw -883165.939378 + Penalty 2998.071316 = -880167.868063
  nChanged 136
		SP:Iteration 22Q (99574.510000 sec): 3 clusters
  Score: Raw -883231.638961 + Penalty 2998.071316 = -880233.567645
  nChanged 104
		SP:Iteration 23Q (99574.730000 sec): 3 clusters
  Score: Raw -883278.981068 + Penalty 2998.071316 = -880280.909752
  nChanged 103
		SP:Iteration 24Q (99574.960000 sec): 3 clusters
  Score: Raw -883322.481228 + Penalty 2998.071316 = -880324.409912
  nChanged 82
		SP:Iteration 25Q (99575.180000 sec): 3 clusters
  Score: Raw -883351.335708 + Penalty 2998.071316 = -880353.264392
  nChanged 65
		SP:Iteration 26Q (99575.440000 sec): 3 clusters
  Score: Raw -883373.857231 + Penalty 2998.071316 = -880375.785915
  nChanged 51
		SP:Iteration 27Q (99575.750000 sec): 3 clusters
  Score: Raw -883388.498943 + Penalty 2998.071316 = -880390.427627
  nChanged 45
		SP:Iteration 28Q (99575.940000 sec): 3 clusters
  Score: Raw -883397.526287 + Penalty 2998.071316 = -880399.454971
  nChanged 37
		SP:Iteration 29Q (99576.160000 sec): 3 clusters
  Score: Raw -883405.287787 + Penalty 2998.071316 = -880407.216471
  nChanged 24
		SP:Iteration 30Q (99576.380000 sec): 3 clusters
  Score: Raw -883409.628815 + Penalty 2998.071316 = -880411.557499
  nChanged 27
		SP:Iteration 31Q (99576.600000 sec): 3 clusters
  Score: Raw -883416.478132 + Penalty 2998.071316 = -880418.406816
  nChanged 23
		SP:Iteration 32Q (99576.860000 sec): 3 clusters
  Score: Raw -883421.861233 + Penalty 2998.071316 = -880423.789917
  nChanged 17
		SP:Iteration 33Q (99577.130000 sec): 3 clusters
  Score: Raw -883426.463181 + Penalty 2998.071316 = -880428.391865
  nChanged 14
		SP:Iteration 34Q (99577.360000 sec): 3 clusters
  Score: Raw -883429.293209 + Penalty 2998.071316 = -880431.221893
  nChanged 15
		SP:Iteration 35Q (99577.510000 sec): 3 clusters
  Score: Raw -883432.100762 + Penalty 2998.071316 = -880434.029446
  nChanged 18
		SP:Iteration 36Q (99577.770000 sec): 3 clusters
  Score: Raw -883436.120586 + Penalty 2998.071316 = -880438.049270
  nChanged 17
		SP:Iteration 37Q (99577.990000 sec): 3 clusters
  Score: Raw -883439.476772 + Penalty 2998.071316 = -880441.405456
  nChanged 15
		SP:Iteration 38Q (99578.220000 sec): 3 clusters
  Score: Raw -883442.903183 + Penalty 2998.071316 = -880444.831867
  nChanged 19
		SP:Iteration 39Q (99578.420000 sec): 3 clusters
  Score: Raw -883447.692175 + Penalty 2998.071316 = -880449.620859
  nChanged 23
		SP:Iteration 40F (99578.650000 sec): 3 clusters
  Score: Raw -883455.717651 + Penalty 2998.071316 = -880457.646335
  nChanged 24
		SP:Iteration 41Q (99578.880000 sec): 3 clusters
  Score: Raw -883461.661020 + Penalty 2998.071316 = -880463.589704
  nChanged 20
		SP:Iteration 42Q (99579.100000 sec): 3 clusters
  Score: Raw -883467.468643 + Penalty 2998.071316 = -880469.397327
  nChanged 27
		SP:Iteration 43Q (99579.320000 sec): 3 clusters
  Score: Raw -883475.129018 + Penalty 2998.071316 = -880477.057702
  nChanged 28
		SP:Iteration 44Q (99579.590000 sec): 3 clusters
  Score: Raw -883482.401038 + Penalty 2998.071316 = -880484.329722
  nChanged 28
		SP:Iteration 45Q (99579.850000 sec): 3 clusters
  Score: Raw -883491.473651 + Penalty 2998.071316 = -880493.402335
  nChanged 21
		SP:Iteration 46Q (99579.990000 sec): 3 clusters
  Score: Raw -883495.636741 + Penalty 2998.071316 = -880497.565425
  nChanged 12
		SP:Iteration 47Q (99580.240000 sec): 3 clusters
  Score: Raw -883498.100015 + Penalty 2998.071316 = -880500.028699
  nChanged 12
		SP:Iteration 48Q (99580.460000 sec): 3 clusters
  Score: Raw -883501.039992 + Penalty 2998.071316 = -880502.968676
  nChanged 9
		SP:Iteration 49Q (99580.680000 sec): 3 clusters
  Score: Raw -883503.856994 + Penalty 2998.071316 = -880505.785678
  nChanged 15
		SP:Iteration 50Q (99580.900000 sec): 3 clusters
  Score: Raw -883507.653893 + Penalty 2998.071316 = -880509.582577
  nChanged 14
		SP:Iteration 51Q (99581.130000 sec): 3 clusters
  Score: Raw -883510.344428 + Penalty 2998.071316 = -880512.273112
  nChanged 12
		SP:Iteration 52Q (99581.350000 sec): 3 clusters
  Score: Raw -883513.421138 + Penalty 2998.071316 = -880515.349822
  nChanged 13
		SP:Iteration 53Q (99581.570000 sec): 3 clusters
  Score: Raw -883516.659530 + Penalty 2998.071316 = -880518.588214
  nChanged 14
		SP:Iteration 54Q (99581.800000 sec): 3 clusters
  Score: Raw -883519.758932 + Penalty 2998.071316 = -880521.687616
  nChanged 13
		SP:Iteration 55Q (99582.020000 sec): 3 clusters
  Score: Raw -883522.614764 + Penalty 2998.071316 = -880524.543448
  nChanged 14
		SP:Iteration 56Q (99582.240000 sec): 3 clusters
  Score: Raw -883525.507019 + Penalty 2998.071316 = -880527.435703
  nChanged 16
		SP:Iteration 57Q (99582.460000 sec): 3 clusters
  Score: Raw -883529.497631 + Penalty 2998.071316 = -880531.426315
  nChanged 12
		SP:Iteration 58Q (99582.680000 sec): 3 clusters
  Score: Raw -883533.147769 + Penalty 2998.071316 = -880535.076453
  nChanged 14
		SP:Iteration 59Q (99582.900000 sec): 3 clusters
  Score: Raw -883537.159025 + Penalty 2998.071316 = -880539.087709
  nChanged 11
		SP:Iteration 60F (99583.170000 sec): 3 clusters
  Score: Raw -883540.686607 + Penalty 2998.071316 = -880542.615291
  nChanged 13
		SP:Iteration 61Q (99583.390000 sec): 3 clusters
  Score: Raw -883545.728847 + Penalty 2998.071316 = -880547.657531
  nChanged 16
		SP:Iteration 62Q (99583.620000 sec): 3 clusters
  Score: Raw -883551.346441 + Penalty 2998.071316 = -880553.275125
  nChanged 9
		SP:Iteration 63Q (99583.840000 sec): 3 clusters
  Score: Raw -883553.162183 + Penalty 2998.071316 = -880555.090867
  nChanged 10
		SP:Iteration 64Q (99584.060000 sec): 3 clusters
  Score: Raw -883555.991660 + Penalty 2998.071316 = -880557.920345
  nChanged 4
		SP:Iteration 65Q (99584.170000 sec): 3 clusters
  Score: Raw -883556.926371 + Penalty 2998.071316 = -880558.855055
  nChanged 5
		SP:Iteration 66Q (99584.480000 sec): 3 clusters
  Score: Raw -883557.645110 + Penalty 2998.071316 = -880559.573795
  nChanged 3
		SP:Iteration 67Q (99584.620000 sec): 3 clusters
  Score: Raw -883558.483169 + Penalty 2998.071316 = -880560.411853
  nChanged 6
		SP:Iteration 68Q (99584.850000 sec): 3 clusters
  Score: Raw -883560.118804 + Penalty 2998.071316 = -880562.047488
  nChanged 9
		SP:Iteration 69Q (99585.070000 sec): 3 clusters
  Score: Raw -883562.666075 + Penalty 2998.071316 = -880564.594759
  nChanged 11
		SP:Iteration 70Q (99585.200000 sec): 3 clusters
  Score: Raw -883565.363406 + Penalty 2998.071316 = -880567.292091
  nChanged 7
		SP:Iteration 71Q (99585.450000 sec): 3 clusters
  Score: Raw -883566.888575 + Penalty 2998.071316 = -880568.817259
  nChanged 7
		SP:Iteration 72Q (99585.620000 sec): 3 clusters
  Score: Raw -883568.433852 + Penalty 2998.071316 = -880570.362536
  nChanged 9
		SP:Iteration 73Q (99585.900000 sec): 3 clusters
  Score: Raw -883571.002212 + Penalty 2998.071316 = -880572.930896
  nChanged 10
		SP:Iteration 74Q (99586.110000 sec): 3 clusters
  Score: Raw -883573.054234 + Penalty 2998.071316 = -880574.982918
  nChanged 5
		SP:Iteration 75Q (99586.340000 sec): 3 clusters
  Score: Raw -883573.834863 + Penalty 2998.071316 = -880575.763547
  nChanged 3
		SP:Iteration 76Q (99586.560000 sec): 3 clusters
  Score: Raw -883574.736737 + Penalty 2998.071316 = -880576.665421
  nChanged 3
		SP:Iteration 77Q (99586.780000 sec): 3 clusters
  Score: Raw -883575.669045 + Penalty 2998.071316 = -880577.597729
  nChanged 7
		SP:Iteration 78Q (99587.000000 sec): 3 clusters
  Score: Raw -883577.049268 + Penalty 2998.071316 = -880578.977952
  nChanged 5
		SP:Iteration 79Q (99587.220000 sec): 3 clusters
  Score: Raw -883578.610090 + Penalty 2998.071316 = -880580.538774
  nChanged 6
		SP:Iteration 80F (99587.480000 sec): 3 clusters
  Score: Raw -883579.679180 + Penalty 2998.071316 = -880581.607864
  nChanged 6
		SP:Iteration 81Q (99587.710000 sec): 3 clusters
  Score: Raw -883580.860374 + Penalty 2998.071316 = -880582.789058
  nChanged 4
		SP:Iteration 82Q (99587.940000 sec): 3 clusters
  Score: Raw -883581.597717 + Penalty 2998.071316 = -880583.526401
  nChanged 3
		SP:Iteration 83Q (99588.150000 sec): 3 clusters
  Score: Raw -883582.378750 + Penalty 2998.071316 = -880584.307434
  nChanged 8
		SP:Iteration 84Q (99588.380000 sec): 3 clusters
  Score: Raw -883584.666983 + Penalty 2998.071316 = -880586.595668
  nChanged 9
		SP:Iteration 85Q (99588.600000 sec): 3 clusters
  Score: Raw -883586.894806 + Penalty 2998.071316 = -880588.823490
  nChanged 9
		SP:Iteration 86Q (99588.830000 sec): 3 clusters
  Score: Raw -883589.107871 + Penalty 2998.071316 = -880591.036555
  nChanged 5
		SP:Iteration 87Q (99589.050000 sec): 3 clusters
  Score: Raw -883589.878563 + Penalty 2998.071316 = -880591.807247
  nChanged 1
		SP:Iteration 88Q (99589.270000 sec): 3 clusters
  Score: Raw -883590.055464 + Penalty 2998.071316 = -880591.984148
  nChanged 1
		SP:Iteration 89Q (99589.500000 sec): 3 clusters
  Score: Raw -883590.131454 + Penalty 2998.071316 = -880592.060138
  nChanged 0
		SP:Iteration 90F (99589.720000 sec): 3 clusters
  Score: Raw -883590.131454 + Penalty 2998.071316 = -880592.060138
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 109 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99589.820000 sec): 2 clusters
  Score: Raw -209162.674895 + Penalty 1280.569281 = -207882.105614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99589.990000 sec): 3 clusters
  Score: Raw -207954.494887 + Penalty 2561.138562 = -205393.356326
  nChanged 971
		SP:Iteration 1F (99590.170000 sec): 3 clusters
  Score: Raw -208715.801198 + Penalty 2561.138562 = -206154.662636
  nChanged 264
		SP:Iteration 2F (99590.350000 sec): 3 clusters
  Score: Raw -208969.576921 + Penalty 2561.138562 = -206408.438359
  nChanged 190
		SP:Iteration 3F (99590.520000 sec): 3 clusters
  Score: Raw -209124.561690 + Penalty 2561.138562 = -206563.423128
  nChanged 122
		SP:Iteration 4Q (99590.700000 sec): 3 clusters
  Score: Raw -209228.550958 + Penalty 2561.138562 = -206667.412396
  nChanged 103
		SP:Iteration 5Q (99590.870000 sec): 3 clusters
  Score: Raw -209305.142688 + Penalty 2561.138562 = -206744.004126
  nChanged 74
		SP:Iteration 6Q (99591.060000 sec): 3 clusters
  Score: Raw -209358.673307 + Penalty 2561.138562 = -206797.534745
  nChanged 60
		SP:Iteration 7Q (99591.110000 sec): 3 clusters
  Score: Raw -209395.969565 + Penalty 2561.138562 = -206834.831003
  nChanged 44
		SP:Iteration 8Q (99591.170000 sec): 3 clusters
  Score: Raw -209417.542931 + Penalty 2561.138562 = -206856.404369
  nChanged 27
		SP:Iteration 9Q (99591.210000 sec): 3 clusters
  Score: Raw -209433.366377 + Penalty 2561.138562 = -206872.227816
  nChanged 33
		SP:Iteration 10Q (99591.270000 sec): 3 clusters
  Score: Raw -209451.595245 + Penalty 2561.138562 = -206890.456683
  nChanged 26
		SP:Iteration 11Q (99591.310000 sec): 3 clusters
  Score: Raw -209471.125139 + Penalty 2561.138562 = -206909.986577
  nChanged 25
		SP:Iteration 12Q (99591.370000 sec): 3 clusters
  Score: Raw -209489.405017 + Penalty 2561.138562 = -206928.266455
  nChanged 26
		SP:Iteration 13Q (99591.410000 sec): 3 clusters
  Score: Raw -209505.060866 + Penalty 2561.138562 = -206943.922305
  nChanged 24
		SP:Iteration 14Q (99591.470000 sec): 3 clusters
  Score: Raw -209515.309443 + Penalty 2561.138562 = -206954.170881
  nChanged 9
		SP:Iteration 15Q (99591.510000 sec): 3 clusters
  Score: Raw -209519.215737 + Penalty 2561.138562 = -206958.077176
  nChanged 5
		SP:Iteration 16Q (99591.570000 sec): 3 clusters
  Score: Raw -209523.370383 + Penalty 2561.138562 = -206962.231821
  nChanged 13
		SP:Iteration 17Q (99591.610000 sec): 3 clusters
  Score: Raw -209529.574250 + Penalty 2561.138562 = -206968.435688
  nChanged 9
		SP:Iteration 18Q (99591.670000 sec): 3 clusters
  Score: Raw -209533.985950 + Penalty 2561.138562 = -206972.847388
  nChanged 7
		SP:Iteration 19Q (99591.710000 sec): 3 clusters
  Score: Raw -209536.129632 + Penalty 2561.138562 = -206974.991070
  nChanged 4
		SP:Iteration 20F (99591.760000 sec): 3 clusters
  Score: Raw -209537.586848 + Penalty 2561.138562 = -206976.448286
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 110 (2031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99591.870000 sec): 2 clusters
  Score: Raw -170837.578325 + Penalty 1237.646079 = -169599.932246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99592.030000 sec): 3 clusters
  Score: Raw -169984.890482 + Penalty 2475.292158 = -167509.598325
  nChanged 699
		SP:Iteration 1F (99592.210000 sec): 3 clusters
  Score: Raw -170482.400513 + Penalty 2475.292158 = -168007.108356
  nChanged 207
		SP:Iteration 2F (99592.380000 sec): 3 clusters
  Score: Raw -170684.072080 + Penalty 2475.292158 = -168208.779922
  nChanged 114
		SP:Iteration 3F (99592.560000 sec): 3 clusters
  Score: Raw -170776.291774 + Penalty 2475.292158 = -168300.999617
  nChanged 72
		SP:Iteration 4Q (99592.730000 sec): 3 clusters
  Score: Raw -170829.672427 + Penalty 2475.292158 = -168354.380270
  nChanged 57
		SP:Iteration 5Q (99592.910000 sec): 3 clusters
  Score: Raw -170883.986429 + Penalty 2475.292158 = -168408.694271
  nChanged 48
		SP:Iteration 6Q (99593.090000 sec): 3 clusters
  Score: Raw -170937.089662 + Penalty 2475.292158 = -168461.797505
  nChanged 50
		SP:Iteration 7Q (99593.260000 sec): 3 clusters
  Score: Raw -170980.195784 + Penalty 2475.292158 = -168504.903626
  nChanged 42
		SP:Iteration 8Q (99593.440000 sec): 3 clusters
  Score: Raw -171014.758158 + Penalty 2475.292158 = -168539.466000
  nChanged 44
		SP:Iteration 9Q (99593.610000 sec): 3 clusters
  Score: Raw -171046.783575 + Penalty 2475.292158 = -168571.491418
  nChanged 39
		SP:Iteration 10Q (99593.790000 sec): 3 clusters
  Score: Raw -171074.830570 + Penalty 2475.292158 = -168599.538412
  nChanged 38
		SP:Iteration 11Q (99593.960000 sec): 3 clusters
  Score: Raw -171110.231590 + Penalty 2475.292158 = -168634.939432
  nChanged 35
		SP:Iteration 12Q (99594.140000 sec): 3 clusters
  Score: Raw -171134.355626 + Penalty 2475.292158 = -168659.063469
  nChanged 25
		SP:Iteration 13Q (99594.310000 sec): 3 clusters
  Score: Raw -171154.664560 + Penalty 2475.292158 = -168679.372403
  nChanged 24
		SP:Iteration 14Q (99594.490000 sec): 3 clusters
  Score: Raw -171167.149769 + Penalty 2475.292158 = -168691.857611
  nChanged 17
		SP:Iteration 15Q (99594.670000 sec): 3 clusters
  Score: Raw -171175.419961 + Penalty 2475.292158 = -168700.127803
  nChanged 11
		SP:Iteration 16Q (99594.840000 sec): 3 clusters
  Score: Raw -171180.790710 + Penalty 2475.292158 = -168705.498553
  nChanged 7
		SP:Iteration 17Q (99595.020000 sec): 3 clusters
  Score: Raw -171184.229995 + Penalty 2475.292158 = -168708.937838
  nChanged 4
		SP:Iteration 18Q (99595.190000 sec): 3 clusters
  Score: Raw -171187.576092 + Penalty 2475.292158 = -168712.283935
  nChanged 8
		SP:Iteration 19Q (99595.370000 sec): 3 clusters
  Score: Raw -171192.401899 + Penalty 2475.292158 = -168717.109742
  nChanged 6
		SP:Iteration 20F (99595.550000 sec): 3 clusters
  Score: Raw -171195.267479 + Penalty 2475.292158 = -168719.975322
  nChanged 5
		SP:Iteration 21Q (99595.720000 sec): 3 clusters
  Score: Raw -171199.375913 + Penalty 2475.292158 = -168724.083755
  nChanged 3
		SP:Iteration 22Q (99595.900000 sec): 3 clusters
  Score: Raw -171201.294706 + Penalty 2475.292158 = -168726.002548
  nChanged 5
		SP:Iteration 23Q (99596.070000 sec): 3 clusters
  Score: Raw -171206.236760 + Penalty 2475.292158 = -168730.944603
  nChanged 7
		SP:Iteration 24Q (99596.250000 sec): 3 clusters
  Score: Raw -171212.734216 + Penalty 2475.292158 = -168737.442058
  nChanged 8
		SP:Iteration 25Q (99596.420000 sec): 3 clusters
  Score: Raw -171219.311416 + Penalty 2475.292158 = -168744.019258
  nChanged 6
		SP:Iteration 26Q (99596.520000 sec): 3 clusters
  Score: Raw -171222.557109 + Penalty 2475.292158 = -168747.264951
  nChanged 3
		SP:Iteration 27Q (99596.570000 sec): 3 clusters
  Score: Raw -171224.399194 + Penalty 2475.292158 = -168749.107036
  nChanged 4
		SP:Iteration 28Q (99596.610000 sec): 3 clusters
  Score: Raw -171225.930719 + Penalty 2475.292158 = -168750.638561
  nChanged 1
		SP:Iteration 29Q (99596.650000 sec): 3 clusters
  Score: Raw -171226.247897 + Penalty 2475.292158 = -168750.955739
  nChanged 1
		SP:Iteration 30Q (99596.690000 sec): 3 clusters
  Score: Raw -171227.143544 + Penalty 2475.292158 = -168751.851386
  nChanged 0
		SP:Iteration 31F (99596.730000 sec): 3 clusters
  Score: Raw -171227.143544 + Penalty 2475.292158 = -168751.851386
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 111 (3970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (99596.850000 sec): 2 clusters
  Score: Raw -327436.863089 + Penalty 1346.559723 = -326090.303365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (99597.020000 sec): 3 clusters
  Score: Raw -325459.266216 + Penalty 2693.119446 = -322766.146770
  nChanged 1574
		SP:Iteration 1F (99597.200000 sec): 3 clusters
  Score: Raw -326559.493098 + Penalty 2693.119446 = -323866.373652
  nChanged 378
		SP:Iteration 2F (99597.370000 sec): 3 clusters
  Score: Raw -326916.473682 + Penalty 2693.119446 = -324223.354236
  nChanged 289
		SP:Iteration 3F (99597.450000 sec): 3 clusters
  Score: Raw -327152.031929 + Penalty 2693.119446 = -324458.912483
  nChanged 210
		SP:Iteration 4F (99597.530000 sec): 3 clusters
  Score: Raw -327298.764794 + Penalty 2693.119446 = -324605.645347
  nChanged 143
		SP:Iteration 5Q (99597.610000 sec): 3 clusters
  Score: Raw -327396.120000 + Penalty 2693.119446 = -324703.000554
  nChanged 121
		SP:Iteration 6Q (99597.680000 sec): 3 clusters
  Score: Raw -327467.861055 + Penalty 2693.119446 = -324774.741609
  nChanged 99
		SP:Iteration 7Q (99597.750000 sec): 3 clusters
  Score: Raw -327527.717604 + Penalty 2693.119446 = -324834.598158
  nChanged 87
		SP:Iteration 8Q (99597.830000 sec): 3 clusters
  Score: Raw -327567.545939 + Penalty 2693.119446 = -324874.426493
  nChanged 63
		SP:Iteration 9Q (99597.900000 sec): 3 clusters
  Score: Raw -327595.686050 + Penalty 2693.119446 = -324902.566604
  nChanged 55
		SP:Iteration 10Q (99597.970000 sec): 3 clusters
  Score: Raw -327619.058963 + Penalty 2693.119446 = -324925.939516
  nChanged 47
		SP:Iteration 11Q (99598.050000 sec): 3 clusters
  Score: Raw -327640.596282 + Penalty 2693.119446 = -324947.476836
  nChanged 31
		SP:Iteration 12Q (99598.120000 sec): 3 clusters
  Score: Raw -327656.478867 + Penalty 2693.119446 = -324963.359420
  nChanged 46
		SP:Iteration 13Q (99598.200000 sec): 3 clusters
  Score: Raw -327677.941035 + Penalty 2693.119446 = -324984.821589
  nChanged 39
		SP:Iteration 14Q (99598.270000 sec): 3 clusters
  Score: Raw -327694.012282 + Penalty 2693.119446 = -325000.892836
  nChanged 33
		SP:Iteration 15Q (99598.350000 sec): 3 clusters
  Score: Raw -327709.551923 + Penalty 2693.119446 = -325016.432477
  nChanged 32
		SP:Iteration 16Q (99598.420000 sec): 3 clusters
  Score: Raw -327723.017613 + Penalty 2693.119446 = -325029.898166
  nChanged 37
		SP:Iteration 17Q (99598.500000 sec): 3 clusters
  Score: Raw -327746.039918 + Penalty 2693.119446 = -325052.920471
  nChanged 42
		SP:Iteration 18Q (99598.570000 sec): 3 clusters
  Score: Raw -327768.028438 + Penalty 2693.119446 = -325074.908992
  nChanged 35
		SP:Iteration 19Q (99598.650000 sec): 3 clusters
  Score: Raw -327789.110220 + Penalty 2693.119446 = -325095.990774
  nChanged 39
		SP:Iteration 20F (99598.720000 sec): 3 clusters
  Score: Raw -327818.042076 + Penalty 2693.119446 = -325124.922629
  nChanged 42
		SP:Iteration 21Q (99598.790000 sec): 3 clusters
  Score: Raw -327841.909019 + Penalty 2693.119446 = -325148.789573
  nChanged 33
		SP:Iteration 22Q (99598.860000 sec): 3 clusters
  Score: Raw -327863.559738 + Penalty 2693.119446 = -325170.440291
  nChanged 40
		SP:Iteration 23Q (99598.930000 sec): 3 clusters
  Score: Raw -327885.462544 + Penalty 2693.119446 = -325192.343098
  nChanged 32
		SP:Iteration 24Q (99599.120000 sec): 3 clusters
  Score: Raw -327903.481125 + Penalty 2693.119446 = -325210.361678
  nChanged 24
		SP:Iteration 25Q (99599.290000 sec): 3 clusters
  Score: Raw -327914.341151 + Penalty 2693.119446 = -325221.221705
  nChanged 23
		SP:Iteration 26Q (99599.470000 sec): 3 clusters
  Score: Raw -327925.519196 + Penalty 2693.119446 = -325232.399750
  nChanged 21
		SP:Iteration 27Q (99599.650000 sec): 3 clusters
  Score: Raw -327939.974121 + Penalty 2693.119446 = -325246.854675
  nChanged 24
		SP:Iteration 28Q (99599.790000 sec): 3 clusters
  Score: Raw -327952.313166 + Penalty 2693.119446 = -325259.193720
  nChanged 20
		SP:Iteration 29Q (99599.870000 sec): 3 clusters
  Score: Raw -327961.802685 + Penalty 2693.119446 = -325268.683239
  nChanged 15
		SP:Iteration 30Q (99599.930000 sec): 3 clusters
  Score: Raw -327971.337069 + Penalty 2693.119446 = -325278.217622
  nChanged 23
		SP:Iteration 31Q (99600.010000 sec): 3 clusters
  Score: Raw -327982.245085 + Penalty 2693.119446 = -325289.125639
  nChanged 15
		SP:Iteration 32Q (99600.080000 sec): 3 clusters
  Score: Raw -327991.317009 + Penalty 2693.119446 = -325298.197563
  nChanged 15
		SP:Iteration 33Q (99600.150000 sec): 3 clusters
  Score: Raw -327998.625602 + Penalty 2693.119446 = -325305.506155
  nChanged 15
		SP:Iteration 34Q (99600.220000 sec): 3 clusters
  Score: Raw -328009.958561 + Penalty 2693.119446 = -325316.839115
  nChanged 24
		SP:Iteration 35Q (99600.400000 sec): 3 clusters
  Score: Raw -328026.815818 + Penalty 2693.119446 = -325333.696372
  nChanged 19
		SP:Iteration 36Q (99600.580000 sec): 3 clusters
  Score: Raw -328041.143709 + Penalty 2693.119446 = -325348.024262
  nChanged 19
		SP:Iteration 37Q (99600.750000 sec): 3 clusters
  Score: Raw -328052.180229 + Penalty 2693.119446 = -325359.060782
  nChanged 18
		SP:Iteration 38Q (99600.930000 sec): 3 clusters
  Score: Raw -328065.193218 + Penalty 2693.119446 = -325372.073771
  nChanged 20
		SP:Iteration 39Q (99601.110000 sec): 3 clusters
  Score: Raw -328077.044256 + Penalty 2693.119446 = -325383.924809
  nChanged 15
		SP:Iteration 40F (99601.280000 sec): 3 clusters
  Score: Raw -328085.216880 + Penalty 2693.119446 = -325392.097433
  nChanged 13
		SP:Iteration 41Q (99601.350000 sec): 3 clusters
  Score: Raw -328092.794323 + Penalty 2693.119446 = -325399.674877
  nChanged 12
		SP:Iteration 42Q (99601.430000 sec): 3 clusters
  Score: Raw -328100.226018 + Penalty 2693.119446 = -325407.106571
  nChanged 10
		SP:Iteration 43Q (99601.500000 sec): 3 clusters
  Score: Raw -328109.005587 + Penalty 2693.119446 = -325415.886141
  nChanged 5
		SP:Iteration 44Q (99601.570000 sec): 3 clusters
  Score: Raw -328111.766063 + Penalty 2693.119446 = -325418.646616
  nChanged 4
		SP:Iteration 45Q (99601.640000 sec): 3 clusters
  Score: Raw -328116.356061 + Penalty 2693.119446 = -325423.236615
  nChanged 9
		SP:Iteration 46Q (99601.710000 sec): 3 clusters
  Score: Raw -328128.353767 + Penalty 2693.119446 = -325435.234320
  nChanged 15
		SP:Iteration 47Q (99601.780000 sec): 3 clusters
  Score: Raw -328139.305194 + Penalty 2693.119446 = -325446.185748
  nChanged 16
		SP:Iteration 48Q (99601.950000 sec): 3 clusters
  Score: Raw -328150.074593 + Penalty 2693.119446 = -325456.955146
  nChanged 17
		SP:Iteration 49Q (99602.030000 sec): 3 clusters
  Score: Raw -328162.505100 + Penalty 2693.119446 = -325469.385653
  nChanged 20
		SP:Iteration 50Q (99602.100000 sec): 3 clusters
  Score: Raw -328173.242404 + Penalty 2693.119446 = -325480.122958
  nChanged 8
		SP:Iteration 51Q (99602.170000 sec): 3 clusters
  Score: Raw -328177.537381 + Penalty 2693.119446 = -325484.417935
  nChanged 5
		SP:Iteration 52Q (99602.240000 sec): 3 clusters
  Score: Raw -328179.293837 + Penalty 2693.119446 = -325486.174390
  nChanged 1
		SP:Iteration 53Q (99602.310000 sec): 3 clusters
  Score: Raw -328180.303388 + Penalty 2693.119446 = -325487.183941
  nChanged 4
		SP:Iteration 54Q (99602.380000 sec): 3 clusters
  Score: Raw -328181.330168 + Penalty 2693.119446 = -325488.210722
  nChanged 3
		SP:Iteration 55Q (99602.450000 sec): 3 clusters
  Score: Raw -328183.568231 + Penalty 2693.119446 = -325490.448785
  nChanged 4
		SP:Iteration 56Q (99602.520000 sec): 3 clusters
  Score: Raw -328186.719918 + Penalty 2693.119446 = -325493.600472
  nChanged 5
		SP:Iteration 57Q (99602.670000 sec): 3 clusters
  Score: Raw -328189.081246 + Penalty 2693.119446 = -325495.961799
  nChanged 5
		SP:Iteration 58Q (99602.850000 sec): 3 clusters
  Score: Raw -328191.619087 + Penalty 2693.119446 = -325498.499640
  nChanged 3
		SP:Iteration 59Q (99603.020000 sec): 3 clusters
  Score: Raw -328193.471645 + Penalty 2693.119446 = -325500.352198
  nChanged 4
		SP:Iteration 60F (99603.200000 sec): 3 clusters
  Score: Raw -328196.489430 + Penalty 2693.119446 = -325503.369984
  nChanged 4
		SP:Iteration 61Q (99603.370000 sec): 3 clusters
  Score: Raw -328198.406895 + Penalty 2693.119446 = -325505.287449
  nChanged 4
		SP:Iteration 62Q (99603.550000 sec): 3 clusters
  Score: Raw -328199.524630 + Penalty 2693.119446 = -325506.405184
  nChanged 0
		SP:Iteration 63F (99603.730000 sec): 3 clusters
  Score: Raw -328199.524630 + Penalty 2693.119446 = -325506.405184
  nChanged 0
Iteration 539Q (99797.910000 sec): 112 clusters
  Score: Raw -47046406.981738 + Penalty 239366.094331 = -46807040.887407
  nChanged 13
Iteration 540F (100017.740000 sec): 112 clusters
  Score: Raw -47046408.396796 + Penalty 239366.094331 = -46807042.302465
  nChanged 14
Iteration 541Q (100221.710000 sec): 112 clusters
  Score: Raw -47046409.713861 + Penalty 239366.094331 = -46807043.619530
  nChanged 9
Iteration 542Q (100419.310000 sec): 112 clusters
  Score: Raw -47046411.833464 + Penalty 239366.094331 = -46807045.739133
  nChanged 16
Iteration 543Q (100616.580000 sec): 112 clusters
  Score: Raw -47046413.431412 + Penalty 239366.094331 = -46807047.337081
  nChanged 12
Iteration 544Q (100807.040000 sec): 112 clusters
  Score: Raw -47046414.522432 + Penalty 239366.094331 = -46807048.428101
  nChanged 14
Iteration 545Q (100999.770000 sec): 112 clusters
  Score: Raw -47046415.693073 + Penalty 239366.094331 = -46807049.598742
  nChanged 10
Iteration 546Q (101201.990000 sec): 112 clusters
  Score: Raw -47046417.058741 + Penalty 239366.094331 = -46807050.964410
  nChanged 10
Iteration 547Q (101406.130000 sec): 112 clusters
  Score: Raw -47046418.192502 + Penalty 239366.094331 = -46807052.098171
  nChanged 9
Iteration 548Q (101604.720000 sec): 112 clusters
  Score: Raw -47046419.047640 + Penalty 239366.094331 = -46807052.953309
  nChanged 4
Iteration 549Q (101803.590000 sec): 112 clusters
  Score: Raw -47046419.399522 + Penalty 239366.094331 = -46807053.305191
  nChanged 2
Iteration 550Q (101996.800000 sec): 112 clusters
  Score: Raw -47046419.536876 + Penalty 239366.094331 = -46807053.442545
  nChanged 2
Iteration 551Q (102195.220000 sec): 112 clusters
  Score: Raw -47046419.765158 + Penalty 239366.094331 = -46807053.670827
  nChanged 3
Iteration 552Q (102399.990000 sec): 112 clusters
  Score: Raw -47046419.904658 + Penalty 239366.094331 = -46807053.810327
  nChanged 0
Iteration 553F (102617.550000 sec): 112 clusters
  Score: Raw -47046419.904658 + Penalty 239366.094331 = -46807053.810327
  nChanged 0
Compute initial score before splitting:   Score: Raw -47046419.904658 + Penalty 239366.094331 = -46807053.810327
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 1 (3572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102617.610000 sec): 2 clusters
  Score: Raw -301542.136217 + Penalty 1329.393153 = -300212.743064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102617.790000 sec): 3 clusters
  Score: Raw -299788.744987 + Penalty 2658.786306 = -297129.958680
  nChanged 1411
		SP:Iteration 1F (102617.970000 sec): 3 clusters
  Score: Raw -300760.091579 + Penalty 2658.786306 = -298101.305272
  nChanged 351
		SP:Iteration 2F (102618.140000 sec): 3 clusters
  Score: Raw -301099.201521 + Penalty 2658.786306 = -298440.415215
  nChanged 257
		SP:Iteration 3F (102618.320000 sec): 3 clusters
  Score: Raw -301320.066794 + Penalty 2658.786306 = -298661.280487
  nChanged 184
		SP:Iteration 4F (102618.490000 sec): 3 clusters
  Score: Raw -301467.734781 + Penalty 2658.786306 = -298808.948475
  nChanged 160
		SP:Iteration 5Q (102618.670000 sec): 3 clusters
  Score: Raw -301590.459258 + Penalty 2658.786306 = -298931.672952
  nChanged 128
		SP:Iteration 6Q (102618.850000 sec): 3 clusters
  Score: Raw -301665.685527 + Penalty 2658.786306 = -299006.899221
  nChanged 89
		SP:Iteration 7Q (102619.020000 sec): 3 clusters
  Score: Raw -301709.700128 + Penalty 2658.786306 = -299050.913821
  nChanged 69
		SP:Iteration 8Q (102619.190000 sec): 3 clusters
  Score: Raw -301747.737116 + Penalty 2658.786306 = -299088.950809
  nChanged 67
		SP:Iteration 9Q (102619.370000 sec): 3 clusters
  Score: Raw -301783.421940 + Penalty 2658.786306 = -299124.635634
  nChanged 56
		SP:Iteration 10Q (102619.550000 sec): 3 clusters
  Score: Raw -301816.191314 + Penalty 2658.786306 = -299157.405008
  nChanged 35
		SP:Iteration 11Q (102619.720000 sec): 3 clusters
  Score: Raw -301834.671703 + Penalty 2658.786306 = -299175.885396
  nChanged 30
		SP:Iteration 12Q (102619.900000 sec): 3 clusters
  Score: Raw -301846.389907 + Penalty 2658.786306 = -299187.603601
  nChanged 22
		SP:Iteration 13Q (102620.070000 sec): 3 clusters
  Score: Raw -301855.855878 + Penalty 2658.786306 = -299197.069572
  nChanged 23
		SP:Iteration 14Q (102620.250000 sec): 3 clusters
  Score: Raw -301863.358050 + Penalty 2658.786306 = -299204.571744
  nChanged 20
		SP:Iteration 15Q (102620.430000 sec): 3 clusters
  Score: Raw -301874.574219 + Penalty 2658.786306 = -299215.787913
  nChanged 32
		SP:Iteration 16Q (102620.600000 sec): 3 clusters
  Score: Raw -301890.198793 + Penalty 2658.786306 = -299231.412487
  nChanged 19
		SP:Iteration 17Q (102620.780000 sec): 3 clusters
  Score: Raw -301897.529867 + Penalty 2658.786306 = -299238.743560
  nChanged 14
		SP:Iteration 18Q (102620.950000 sec): 3 clusters
  Score: Raw -301902.851350 + Penalty 2658.786306 = -299244.065044
  nChanged 16
		SP:Iteration 19Q (102621.130000 sec): 3 clusters
  Score: Raw -301908.703806 + Penalty 2658.786306 = -299249.917500
  nChanged 17
		SP:Iteration 20F (102621.310000 sec): 3 clusters
  Score: Raw -301915.644678 + Penalty 2658.786306 = -299256.858372
  nChanged 11
		SP:Iteration 21Q (102621.480000 sec): 3 clusters
  Score: Raw -301921.840657 + Penalty 2658.786306 = -299263.054351
  nChanged 9
		SP:Iteration 22Q (102621.660000 sec): 3 clusters
  Score: Raw -301925.850784 + Penalty 2658.786306 = -299267.064478
  nChanged 10
		SP:Iteration 23Q (102621.830000 sec): 3 clusters
  Score: Raw -301931.281024 + Penalty 2658.786306 = -299272.494718
  nChanged 8
		SP:Iteration 24Q (102622.010000 sec): 3 clusters
  Score: Raw -301934.781137 + Penalty 2658.786306 = -299275.994831
  nChanged 8
		SP:Iteration 25Q (102622.190000 sec): 3 clusters
  Score: Raw -301939.027738 + Penalty 2658.786306 = -299280.241432
  nChanged 5
		SP:Iteration 26Q (102622.360000 sec): 3 clusters
  Score: Raw -301942.562825 + Penalty 2658.786306 = -299283.776519
  nChanged 6
		SP:Iteration 27Q (102622.540000 sec): 3 clusters
  Score: Raw -301944.357769 + Penalty 2658.786306 = -299285.571463
  nChanged 3
		SP:Iteration 28Q (102622.710000 sec): 3 clusters
  Score: Raw -301945.562619 + Penalty 2658.786306 = -299286.776313
  nChanged 4
		SP:Iteration 29Q (102622.890000 sec): 3 clusters
  Score: Raw -301946.741638 + Penalty 2658.786306 = -299287.955331
  nChanged 0
		SP:Iteration 30F (102623.070000 sec): 3 clusters
  Score: Raw -301946.741638 + Penalty 2658.786306 = -299287.955331
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 2 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102623.150000 sec): 2 clusters
  Score: Raw -37131.988167 + Penalty 1018.111447 = -36113.876720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102623.330000 sec): 3 clusters
  Score: Raw -37104.975984 + Penalty 2036.222894 = -35068.753090
  nChanged 127
		SP:Iteration 1F (102623.500000 sec): 3 clusters
  Score: Raw -37319.069949 + Penalty 2036.222894 = -35282.847055
  nChanged 39
		SP:Iteration 2F (102623.680000 sec): 3 clusters
  Score: Raw -37402.770200 + Penalty 2036.222894 = -35366.547306
  nChanged 22
		SP:Iteration 3Q (102623.850000 sec): 3 clusters
  Score: Raw -37452.382945 + Penalty 2036.222894 = -35416.160051
  nChanged 6
		SP:Iteration 4Q (102624.030000 sec): 3 clusters
  Score: Raw -37471.794109 + Penalty 2036.222894 = -35435.571215
  nChanged 5
		SP:Iteration 5Q (102624.210000 sec): 3 clusters
  Score: Raw -37484.499979 + Penalty 2036.222894 = -35448.277084
  nChanged 8
		SP:Iteration 6Q (102624.380000 sec): 3 clusters
  Score: Raw -37499.382403 + Penalty 2036.222894 = -35463.159509
  nChanged 4
		SP:Iteration 7Q (102624.560000 sec): 3 clusters
  Score: Raw -37510.514738 + Penalty 2036.222894 = -35474.291843
  nChanged 4
		SP:Iteration 8Q (102624.730000 sec): 3 clusters
  Score: Raw -37521.913031 + Penalty 2036.222894 = -35485.690136
  nChanged 4
		SP:Iteration 9Q (102624.910000 sec): 3 clusters
  Score: Raw -37528.540903 + Penalty 2036.222894 = -35492.318009
  nChanged 1
		SP:Iteration 10Q (102625.090000 sec): 3 clusters
  Score: Raw -37530.211873 + Penalty 2036.222894 = -35493.988979
  nChanged 1
		SP:Iteration 11Q (102625.260000 sec): 3 clusters
  Score: Raw -37531.584558 + Penalty 2036.222894 = -35495.361664
  nChanged 2
		SP:Iteration 12Q (102625.440000 sec): 3 clusters
  Score: Raw -37538.752780 + Penalty 2036.222894 = -35502.529886
  nChanged 0
		SP:Iteration 13F (102625.610000 sec): 3 clusters
  Score: Raw -37538.752780 + Penalty 2036.222894 = -35502.529886
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 3 (5114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102625.740000 sec): 2 clusters
  Score: Raw -380116.609266 + Penalty 1387.707288 = -378728.901978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102625.910000 sec): 3 clusters
  Score: Raw -377496.090220 + Penalty 2775.414576 = -374720.675645
  nChanged 2095
		SP:Iteration 1F (102626.090000 sec): 3 clusters
  Score: Raw -378843.265597 + Penalty 2775.414576 = -376067.851021
  nChanged 442
		SP:Iteration 2F (102626.260000 sec): 3 clusters
  Score: Raw -379187.468813 + Penalty 2775.414576 = -376412.054237
  nChanged 363
		SP:Iteration 3F (102626.440000 sec): 3 clusters
  Score: Raw -379423.370627 + Penalty 2775.414576 = -376647.956052
  nChanged 277
		SP:Iteration 4F (102626.610000 sec): 3 clusters
  Score: Raw -379625.145200 + Penalty 2775.414576 = -376849.730625
  nChanged 247
		SP:Iteration 5Q (102626.790000 sec): 3 clusters
  Score: Raw -379788.873493 + Penalty 2775.414576 = -377013.458917
  nChanged 195
		SP:Iteration 6Q (102626.960000 sec): 3 clusters
  Score: Raw -379917.420355 + Penalty 2775.414576 = -377142.005780
  nChanged 179
		SP:Iteration 7Q (102627.140000 sec): 3 clusters
  Score: Raw -380026.923643 + Penalty 2775.414576 = -377251.509067
  nChanged 153
		SP:Iteration 8Q (102627.310000 sec): 3 clusters
  Score: Raw -380114.303170 + Penalty 2775.414576 = -377338.888594
  nChanged 133
		SP:Iteration 9Q (102627.490000 sec): 3 clusters
  Score: Raw -380198.457260 + Penalty 2775.414576 = -377423.042684
  nChanged 129
		SP:Iteration 10Q (102627.660000 sec): 3 clusters
  Score: Raw -380282.218810 + Penalty 2775.414576 = -377506.804234
  nChanged 123
		SP:Iteration 11Q (102627.840000 sec): 3 clusters
  Score: Raw -380337.707686 + Penalty 2775.414576 = -377562.293110
  nChanged 86
		SP:Iteration 12Q (102628.010000 sec): 3 clusters
  Score: Raw -380377.476404 + Penalty 2775.414576 = -377602.061828
  nChanged 81
		SP:Iteration 13Q (102628.180000 sec): 3 clusters
  Score: Raw -380406.138622 + Penalty 2775.414576 = -377630.724046
  nChanged 58
		SP:Iteration 14Q (102628.360000 sec): 3 clusters
  Score: Raw -380423.683062 + Penalty 2775.414576 = -377648.268486
  nChanged 32
		SP:Iteration 15Q (102628.530000 sec): 3 clusters
  Score: Raw -380431.189526 + Penalty 2775.414576 = -377655.774951
  nChanged 27
		SP:Iteration 16Q (102628.750000 sec): 3 clusters
  Score: Raw -380439.329510 + Penalty 2775.414576 = -377663.914934
  nChanged 28
		SP:Iteration 17Q (102628.930000 sec): 3 clusters
  Score: Raw -380447.693332 + Penalty 2775.414576 = -377672.278756
  nChanged 24
		SP:Iteration 18Q (102629.110000 sec): 3 clusters
  Score: Raw -380455.701899 + Penalty 2775.414576 = -377680.287323
  nChanged 33
		SP:Iteration 19Q (102629.260000 sec): 3 clusters
  Score: Raw -380467.418362 + Penalty 2775.414576 = -377692.003786
  nChanged 40
		SP:Iteration 20F (102629.430000 sec): 3 clusters
  Score: Raw -380478.637999 + Penalty 2775.414576 = -377703.223423
  nChanged 29
		SP:Iteration 21Q (102629.600000 sec): 3 clusters
  Score: Raw -380487.489160 + Penalty 2775.414576 = -377712.074584
  nChanged 21
		SP:Iteration 22Q (102629.780000 sec): 3 clusters
  Score: Raw -380492.876048 + Penalty 2775.414576 = -377717.461472
  nChanged 14
		SP:Iteration 23Q (102629.950000 sec): 3 clusters
  Score: Raw -380496.391710 + Penalty 2775.414576 = -377720.977134
  nChanged 12
		SP:Iteration 24Q (102630.130000 sec): 3 clusters
  Score: Raw -380499.772153 + Penalty 2775.414576 = -377724.357577
  nChanged 13
		SP:Iteration 25Q (102630.300000 sec): 3 clusters
  Score: Raw -380504.247602 + Penalty 2775.414576 = -377728.833026
  nChanged 15
		SP:Iteration 26Q (102630.480000 sec): 3 clusters
  Score: Raw -380507.711006 + Penalty 2775.414576 = -377732.296431
  nChanged 17
		SP:Iteration 27Q (102630.650000 sec): 3 clusters
  Score: Raw -380511.862247 + Penalty 2775.414576 = -377736.447672
  nChanged 16
		SP:Iteration 28Q (102630.820000 sec): 3 clusters
  Score: Raw -380516.775052 + Penalty 2775.414576 = -377741.360476
  nChanged 11
		SP:Iteration 29Q (102631.000000 sec): 3 clusters
  Score: Raw -380519.149206 + Penalty 2775.414576 = -377743.734630
  nChanged 9
		SP:Iteration 30Q (102631.160000 sec): 3 clusters
  Score: Raw -380521.003474 + Penalty 2775.414576 = -377745.588899
  nChanged 8
		SP:Iteration 31Q (102631.350000 sec): 3 clusters
  Score: Raw -380521.971185 + Penalty 2775.414576 = -377746.556609
  nChanged 6
		SP:Iteration 32Q (102631.520000 sec): 3 clusters
  Score: Raw -380522.517617 + Penalty 2775.414576 = -377747.103042
  nChanged 4
		SP:Iteration 33Q (102631.700000 sec): 3 clusters
  Score: Raw -380522.966477 + Penalty 2775.414576 = -377747.551902
  nChanged 1
		SP:Iteration 34Q (102631.870000 sec): 3 clusters
  Score: Raw -380523.166517 + Penalty 2775.414576 = -377747.751942
  nChanged 2
		SP:Iteration 35Q (102632.050000 sec): 3 clusters
  Score: Raw -380523.608719 + Penalty 2775.414576 = -377748.194143
  nChanged 1
		SP:Iteration 36Q (102632.220000 sec): 3 clusters
  Score: Raw -380523.914326 + Penalty 2775.414576 = -377748.499750
  nChanged 2
		SP:Iteration 37Q (102632.400000 sec): 3 clusters
  Score: Raw -380524.336050 + Penalty 2775.414576 = -377748.921474
  nChanged 3
		SP:Iteration 38Q (102632.570000 sec): 3 clusters
  Score: Raw -380524.700151 + Penalty 2775.414576 = -377749.285576
  nChanged 3
		SP:Iteration 39Q (102632.740000 sec): 3 clusters
  Score: Raw -380525.053282 + Penalty 2775.414576 = -377749.638706
  nChanged 1
		SP:Iteration 40F (102632.920000 sec): 3 clusters
  Score: Raw -380525.170837 + Penalty 2775.414576 = -377749.756261
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 4 (2157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102633.030000 sec): 2 clusters
  Score: Raw -200463.389813 + Penalty 1247.426968 = -199215.962845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102633.240000 sec): 3 clusters
  Score: Raw -199511.685634 + Penalty 2494.853935 = -197016.831699
  nChanged 783
		SP:Iteration 1F (102633.360000 sec): 3 clusters
  Score: Raw -200012.543745 + Penalty 2494.853935 = -197517.689810
  nChanged 168
		SP:Iteration 2F (102633.520000 sec): 3 clusters
  Score: Raw -200162.675776 + Penalty 2494.853935 = -197667.821841
  nChanged 130
		SP:Iteration 3F (102633.560000 sec): 3 clusters
  Score: Raw -200279.957742 + Penalty 2494.853935 = -197785.103807
  nChanged 115
		SP:Iteration 4F (102633.600000 sec): 3 clusters
  Score: Raw -200371.526600 + Penalty 2494.853935 = -197876.672665
  nChanged 81
		SP:Iteration 5Q (102633.650000 sec): 3 clusters
  Score: Raw -200434.857140 + Penalty 2494.853935 = -197940.003205
  nChanged 67
		SP:Iteration 6Q (102633.690000 sec): 3 clusters
  Score: Raw -200497.390221 + Penalty 2494.853935 = -198002.536286
  nChanged 56
		SP:Iteration 7Q (102633.730000 sec): 3 clusters
  Score: Raw -200547.368822 + Penalty 2494.853935 = -198052.514886
  nChanged 61
		SP:Iteration 8Q (102633.770000 sec): 3 clusters
  Score: Raw -200590.908560 + Penalty 2494.853935 = -198096.054625
  nChanged 50
		SP:Iteration 9Q (102633.820000 sec): 3 clusters
  Score: Raw -200623.701161 + Penalty 2494.853935 = -198128.847225
  nChanged 42
		SP:Iteration 10Q (102633.860000 sec): 3 clusters
  Score: Raw -200648.675088 + Penalty 2494.853935 = -198153.821153
  nChanged 31
		SP:Iteration 11Q (102633.900000 sec): 3 clusters
  Score: Raw -200667.759315 + Penalty 2494.853935 = -198172.905380
  nChanged 34
		SP:Iteration 12Q (102633.940000 sec): 3 clusters
  Score: Raw -200686.715027 + Penalty 2494.853935 = -198191.861092
  nChanged 29
		SP:Iteration 13Q (102633.990000 sec): 3 clusters
  Score: Raw -200700.272260 + Penalty 2494.853935 = -198205.418325
  nChanged 25
		SP:Iteration 14Q (102634.030000 sec): 3 clusters
  Score: Raw -200714.991295 + Penalty 2494.853935 = -198220.137360
  nChanged 22
		SP:Iteration 15Q (102634.070000 sec): 3 clusters
  Score: Raw -200728.205195 + Penalty 2494.853935 = -198233.351260
  nChanged 27
		SP:Iteration 16Q (102634.120000 sec): 3 clusters
  Score: Raw -200743.051453 + Penalty 2494.853935 = -198248.197518
  nChanged 30
		SP:Iteration 17Q (102634.160000 sec): 3 clusters
  Score: Raw -200757.089502 + Penalty 2494.853935 = -198262.235566
  nChanged 23
		SP:Iteration 18Q (102634.200000 sec): 3 clusters
  Score: Raw -200766.481896 + Penalty 2494.853935 = -198271.627961
  nChanged 17
		SP:Iteration 19Q (102634.250000 sec): 3 clusters
  Score: Raw -200773.442456 + Penalty 2494.853935 = -198278.588521
  nChanged 12
		SP:Iteration 20F (102634.290000 sec): 3 clusters
  Score: Raw -200777.510860 + Penalty 2494.853935 = -198282.656925
  nChanged 10
		SP:Iteration 21Q (102634.340000 sec): 3 clusters
  Score: Raw -200782.886151 + Penalty 2494.853935 = -198288.032216
  nChanged 8
		SP:Iteration 22Q (102634.380000 sec): 3 clusters
  Score: Raw -200785.623806 + Penalty 2494.853935 = -198290.769871
  nChanged 7
		SP:Iteration 23Q (102634.430000 sec): 3 clusters
  Score: Raw -200788.822705 + Penalty 2494.853935 = -198293.968770
  nChanged 14
		SP:Iteration 24Q (102634.470000 sec): 3 clusters
  Score: Raw -200794.329106 + Penalty 2494.853935 = -198299.475171
  nChanged 11
		SP:Iteration 25Q (102634.510000 sec): 3 clusters
  Score: Raw -200799.691622 + Penalty 2494.853935 = -198304.837687
  nChanged 13
		SP:Iteration 26Q (102634.550000 sec): 3 clusters
  Score: Raw -200806.078174 + Penalty 2494.853935 = -198311.224239
  nChanged 12
		SP:Iteration 27Q (102634.600000 sec): 3 clusters
  Score: Raw -200812.006492 + Penalty 2494.853935 = -198317.152557
  nChanged 6
		SP:Iteration 28Q (102634.640000 sec): 3 clusters
  Score: Raw -200813.688239 + Penalty 2494.853935 = -198318.834304
  nChanged 4
		SP:Iteration 29Q (102634.680000 sec): 3 clusters
  Score: Raw -200814.704461 + Penalty 2494.853935 = -198319.850526
  nChanged 3
		SP:Iteration 30Q (102634.830000 sec): 3 clusters
  Score: Raw -200815.412069 + Penalty 2494.853935 = -198320.558134
  nChanged 2
		SP:Iteration 31Q (102635.010000 sec): 3 clusters
  Score: Raw -200816.625354 + Penalty 2494.853935 = -198321.771419
  nChanged 3
		SP:Iteration 32Q (102635.190000 sec): 3 clusters
  Score: Raw -200819.269051 + Penalty 2494.853935 = -198324.415116
  nChanged 3
		SP:Iteration 33Q (102635.360000 sec): 3 clusters
  Score: Raw -200821.464045 + Penalty 2494.853935 = -198326.610110
  nChanged 3
		SP:Iteration 34Q (102635.540000 sec): 3 clusters
  Score: Raw -200823.918167 + Penalty 2494.853935 = -198329.064232
  nChanged 6
		SP:Iteration 35Q (102635.710000 sec): 3 clusters
  Score: Raw -200828.131750 + Penalty 2494.853935 = -198333.277814
  nChanged 6
		SP:Iteration 36Q (102635.890000 sec): 3 clusters
  Score: Raw -200831.484613 + Penalty 2494.853935 = -198336.630678
  nChanged 4
		SP:Iteration 37Q (102636.070000 sec): 3 clusters
  Score: Raw -200832.432775 + Penalty 2494.853935 = -198337.578840
  nChanged 3
		SP:Iteration 38Q (102636.240000 sec): 3 clusters
  Score: Raw -200833.130491 + Penalty 2494.853935 = -198338.276556
  nChanged 1
		SP:Iteration 39Q (102636.420000 sec): 3 clusters
  Score: Raw -200833.451111 + Penalty 2494.853935 = -198338.597176
  nChanged 1
		SP:Iteration 40F (102636.590000 sec): 3 clusters
  Score: Raw -200833.598181 + Penalty 2494.853935 = -198338.744246
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 5 (7452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102636.730000 sec): 2 clusters
  Score: Raw -627019.055771 + Penalty 1448.888631 = -625570.167140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102636.940000 sec): 3 clusters
  Score: Raw -622968.304940 + Penalty 2897.777263 = -620070.527678
  nChanged 3137
		SP:Iteration 1F (102637.140000 sec): 3 clusters
  Score: Raw -625061.556685 + Penalty 2897.777263 = -622163.779422
  nChanged 740
		SP:Iteration 2F (102637.340000 sec): 3 clusters
  Score: Raw -625740.836498 + Penalty 2897.777263 = -622843.059235
  nChanged 626
		SP:Iteration 3F (102637.540000 sec): 3 clusters
  Score: Raw -626291.548274 + Penalty 2897.777263 = -623393.771011
  nChanged 494
		SP:Iteration 4F (102637.730000 sec): 3 clusters
  Score: Raw -626602.419714 + Penalty 2897.777263 = -623704.642451
  nChanged 342
		SP:Iteration 5Q (102637.930000 sec): 3 clusters
  Score: Raw -626809.547031 + Penalty 2897.777263 = -623911.769769
  nChanged 259
		SP:Iteration 6Q (102638.130000 sec): 3 clusters
  Score: Raw -626951.297894 + Penalty 2897.777263 = -624053.520631
  nChanged 224
		SP:Iteration 7Q (102638.330000 sec): 3 clusters
  Score: Raw -627063.245001 + Penalty 2897.777263 = -624165.467738
  nChanged 154
		SP:Iteration 8Q (102638.520000 sec): 3 clusters
  Score: Raw -627126.983028 + Penalty 2897.777263 = -624229.205765
  nChanged 114
		SP:Iteration 9Q (102638.710000 sec): 3 clusters
  Score: Raw -627176.337615 + Penalty 2897.777263 = -624278.560352
  nChanged 121
		SP:Iteration 10Q (102638.910000 sec): 3 clusters
  Score: Raw -627225.262177 + Penalty 2897.777263 = -624327.484914
  nChanged 114
		SP:Iteration 11Q (102639.110000 sec): 3 clusters
  Score: Raw -627269.002397 + Penalty 2897.777263 = -624371.225134
  nChanged 103
		SP:Iteration 12Q (102639.310000 sec): 3 clusters
  Score: Raw -627299.266079 + Penalty 2897.777263 = -624401.488816
  nChanged 73
		SP:Iteration 13Q (102639.510000 sec): 3 clusters
  Score: Raw -627319.164103 + Penalty 2897.777263 = -624421.386840
  nChanged 62
		SP:Iteration 14Q (102639.710000 sec): 3 clusters
  Score: Raw -627334.255654 + Penalty 2897.777263 = -624436.478391
  nChanged 47
		SP:Iteration 15Q (102639.910000 sec): 3 clusters
  Score: Raw -627351.633283 + Penalty 2897.777263 = -624453.856020
  nChanged 53
		SP:Iteration 16Q (102640.110000 sec): 3 clusters
  Score: Raw -627367.582730 + Penalty 2897.777263 = -624469.805467
  nChanged 50
		SP:Iteration 17Q (102640.310000 sec): 3 clusters
  Score: Raw -627379.224246 + Penalty 2897.777263 = -624481.446984
  nChanged 49
		SP:Iteration 18Q (102640.500000 sec): 3 clusters
  Score: Raw -627392.578146 + Penalty 2897.777263 = -624494.800884
  nChanged 50
		SP:Iteration 19Q (102640.700000 sec): 3 clusters
  Score: Raw -627407.737778 + Penalty 2897.777263 = -624509.960515
  nChanged 54
		SP:Iteration 20F (102640.900000 sec): 3 clusters
  Score: Raw -627426.590194 + Penalty 2897.777263 = -624528.812931
  nChanged 52
		SP:Iteration 21Q (102641.100000 sec): 3 clusters
  Score: Raw -627442.701656 + Penalty 2897.777263 = -624544.924393
  nChanged 48
		SP:Iteration 22Q (102641.300000 sec): 3 clusters
  Score: Raw -627457.974734 + Penalty 2897.777263 = -624560.197471
  nChanged 52
		SP:Iteration 23Q (102641.490000 sec): 3 clusters
  Score: Raw -627474.698044 + Penalty 2897.777263 = -624576.920781
  nChanged 51
		SP:Iteration 24Q (102641.690000 sec): 3 clusters
  Score: Raw -627490.162483 + Penalty 2897.777263 = -624592.385220
  nChanged 56
		SP:Iteration 25Q (102641.890000 sec): 3 clusters
  Score: Raw -627500.491558 + Penalty 2897.777263 = -624602.714295
  nChanged 45
		SP:Iteration 26Q (102642.090000 sec): 3 clusters
  Score: Raw -627509.058318 + Penalty 2897.777263 = -624611.281055
  nChanged 37
		SP:Iteration 27Q (102642.290000 sec): 3 clusters
  Score: Raw -627518.915829 + Penalty 2897.777263 = -624621.138567
  nChanged 41
		SP:Iteration 28Q (102642.490000 sec): 3 clusters
  Score: Raw -627530.035265 + Penalty 2897.777263 = -624632.258002
  nChanged 43
		SP:Iteration 29Q (102642.690000 sec): 3 clusters
  Score: Raw -627541.725418 + Penalty 2897.777263 = -624643.948155
  nChanged 51
		SP:Iteration 30Q (102642.890000 sec): 3 clusters
  Score: Raw -627554.732515 + Penalty 2897.777263 = -624656.955252
  nChanged 54
		SP:Iteration 31Q (102643.090000 sec): 3 clusters
  Score: Raw -627568.793047 + Penalty 2897.777263 = -624671.015785
  nChanged 42
		SP:Iteration 32Q (102643.290000 sec): 3 clusters
  Score: Raw -627579.891325 + Penalty 2897.777263 = -624682.114063
  nChanged 39
		SP:Iteration 33Q (102643.490000 sec): 3 clusters
  Score: Raw -627588.148214 + Penalty 2897.777263 = -624690.370951
  nChanged 33
		SP:Iteration 34Q (102643.690000 sec): 3 clusters
  Score: Raw -627596.911390 + Penalty 2897.777263 = -624699.134127
  nChanged 43
		SP:Iteration 35Q (102643.890000 sec): 3 clusters
  Score: Raw -627607.805898 + Penalty 2897.777263 = -624710.028635
  nChanged 35
		SP:Iteration 36Q (102644.090000 sec): 3 clusters
  Score: Raw -627616.556949 + Penalty 2897.777263 = -624718.779686
  nChanged 34
		SP:Iteration 37Q (102644.290000 sec): 3 clusters
  Score: Raw -627626.505394 + Penalty 2897.777263 = -624728.728131
  nChanged 29
		SP:Iteration 38Q (102644.490000 sec): 3 clusters
  Score: Raw -627636.027048 + Penalty 2897.777263 = -624738.249785
  nChanged 36
		SP:Iteration 39Q (102644.690000 sec): 3 clusters
  Score: Raw -627644.556061 + Penalty 2897.777263 = -624746.778798
  nChanged 40
		SP:Iteration 40F (102644.890000 sec): 3 clusters
  Score: Raw -627657.154698 + Penalty 2897.777263 = -624759.377435
  nChanged 44
		SP:Iteration 41Q (102645.090000 sec): 3 clusters
  Score: Raw -627672.994344 + Penalty 2897.777263 = -624775.217081
  nChanged 64
		SP:Iteration 42Q (102645.290000 sec): 3 clusters
  Score: Raw -627692.780116 + Penalty 2897.777263 = -624795.002854
  nChanged 54
		SP:Iteration 43Q (102645.490000 sec): 3 clusters
  Score: Raw -627707.585257 + Penalty 2897.777263 = -624809.807995
  nChanged 46
		SP:Iteration 44Q (102645.690000 sec): 3 clusters
  Score: Raw -627718.304488 + Penalty 2897.777263 = -624820.527225
  nChanged 25
		SP:Iteration 45Q (102645.890000 sec): 3 clusters
  Score: Raw -627725.131833 + Penalty 2897.777263 = -624827.354570
  nChanged 27
		SP:Iteration 46Q (102646.090000 sec): 3 clusters
  Score: Raw -627733.724089 + Penalty 2897.777263 = -624835.946826
  nChanged 30
		SP:Iteration 47Q (102646.290000 sec): 3 clusters
  Score: Raw -627742.684412 + Penalty 2897.777263 = -624844.907149
  nChanged 35
		SP:Iteration 48Q (102646.490000 sec): 3 clusters
  Score: Raw -627756.982817 + Penalty 2897.777263 = -624859.205554
  nChanged 42
		SP:Iteration 49Q (102646.690000 sec): 3 clusters
  Score: Raw -627774.047389 + Penalty 2897.777263 = -624876.270126
  nChanged 46
		SP:Iteration 50Q (102646.890000 sec): 3 clusters
  Score: Raw -627790.446890 + Penalty 2897.777263 = -624892.669627
  nChanged 34
		SP:Iteration 51Q (102647.090000 sec): 3 clusters
  Score: Raw -627805.585091 + Penalty 2897.777263 = -624907.807829
  nChanged 44
		SP:Iteration 52Q (102647.300000 sec): 3 clusters
  Score: Raw -627828.477368 + Penalty 2897.777263 = -624930.700105
  nChanged 63
		SP:Iteration 53Q (102647.490000 sec): 3 clusters
  Score: Raw -627852.709312 + Penalty 2897.777263 = -624954.932049
  nChanged 65
		SP:Iteration 54Q (102647.690000 sec): 3 clusters
  Score: Raw -627885.501689 + Penalty 2897.777263 = -624987.724426
  nChanged 60
		SP:Iteration 55Q (102647.890000 sec): 3 clusters
  Score: Raw -627912.221525 + Penalty 2897.777263 = -625014.444262
  nChanged 63
		SP:Iteration 56Q (102648.090000 sec): 3 clusters
  Score: Raw -627935.981950 + Penalty 2897.777263 = -625038.204687
  nChanged 56
		SP:Iteration 57Q (102648.290000 sec): 3 clusters
  Score: Raw -627956.271708 + Penalty 2897.777263 = -625058.494445
  nChanged 47
		SP:Iteration 58Q (102648.490000 sec): 3 clusters
  Score: Raw -627972.209106 + Penalty 2897.777263 = -625074.431843
  nChanged 34
		SP:Iteration 59Q (102648.690000 sec): 3 clusters
  Score: Raw -627981.738667 + Penalty 2897.777263 = -625083.961405
  nChanged 20
		SP:Iteration 60F (102648.900000 sec): 3 clusters
  Score: Raw -627987.041146 + Penalty 2897.777263 = -625089.263883
  nChanged 15
		SP:Iteration 61Q (102649.100000 sec): 3 clusters
  Score: Raw -627991.690201 + Penalty 2897.777263 = -625093.912938
  nChanged 13
		SP:Iteration 62Q (102649.290000 sec): 3 clusters
  Score: Raw -627994.872711 + Penalty 2897.777263 = -625097.095448
  nChanged 15
		SP:Iteration 63Q (102649.500000 sec): 3 clusters
  Score: Raw -627999.324461 + Penalty 2897.777263 = -625101.547198
  nChanged 13
		SP:Iteration 64Q (102649.700000 sec): 3 clusters
  Score: Raw -628001.950879 + Penalty 2897.777263 = -625104.173616
  nChanged 9
		SP:Iteration 65Q (102649.900000 sec): 3 clusters
  Score: Raw -628003.865537 + Penalty 2897.777263 = -625106.088274
  nChanged 8
		SP:Iteration 66Q (102650.100000 sec): 3 clusters
  Score: Raw -628005.724581 + Penalty 2897.777263 = -625107.947318
  nChanged 8
		SP:Iteration 67Q (102650.300000 sec): 3 clusters
  Score: Raw -628007.993194 + Penalty 2897.777263 = -625110.215931
  nChanged 12
		SP:Iteration 68Q (102650.500000 sec): 3 clusters
  Score: Raw -628012.211132 + Penalty 2897.777263 = -625114.433869
  nChanged 17
		SP:Iteration 69Q (102650.700000 sec): 3 clusters
  Score: Raw -628019.068931 + Penalty 2897.777263 = -625121.291669
  nChanged 16
		SP:Iteration 70Q (102650.900000 sec): 3 clusters
  Score: Raw -628025.605686 + Penalty 2897.777263 = -625127.828423
  nChanged 17
		SP:Iteration 71Q (102651.100000 sec): 3 clusters
  Score: Raw -628031.203478 + Penalty 2897.777263 = -625133.426215
  nChanged 16
		SP:Iteration 72Q (102651.300000 sec): 3 clusters
  Score: Raw -628037.473466 + Penalty 2897.777263 = -625139.696204
  nChanged 21
		SP:Iteration 73Q (102651.500000 sec): 3 clusters
  Score: Raw -628043.805029 + Penalty 2897.777263 = -625146.027767
  nChanged 23
		SP:Iteration 74Q (102651.700000 sec): 3 clusters
  Score: Raw -628049.353431 + Penalty 2897.777263 = -625151.576168
  nChanged 13
		SP:Iteration 75Q (102651.890000 sec): 3 clusters
  Score: Raw -628054.034095 + Penalty 2897.777263 = -625156.256833
  nChanged 14
		SP:Iteration 76Q (102652.000000 sec): 3 clusters
  Score: Raw -628058.041224 + Penalty 2897.777263 = -625160.263961
  nChanged 10
		SP:Iteration 77Q (102652.110000 sec): 3 clusters
  Score: Raw -628061.367723 + Penalty 2897.777263 = -625163.590461
  nChanged 15
		SP:Iteration 78Q (102652.300000 sec): 3 clusters
  Score: Raw -628067.363649 + Penalty 2897.777263 = -625169.586386
  nChanged 16
		SP:Iteration 79Q (102652.500000 sec): 3 clusters
  Score: Raw -628071.604722 + Penalty 2897.777263 = -625173.827459
  nChanged 16
		SP:Iteration 80F (102652.700000 sec): 3 clusters
  Score: Raw -628075.240576 + Penalty 2897.777263 = -625177.463313
  nChanged 13
		SP:Iteration 81Q (102652.900000 sec): 3 clusters
  Score: Raw -628079.837545 + Penalty 2897.777263 = -625182.060283
  nChanged 13
		SP:Iteration 82Q (102653.100000 sec): 3 clusters
  Score: Raw -628086.401764 + Penalty 2897.777263 = -625188.624501
  nChanged 20
		SP:Iteration 83Q (102653.300000 sec): 3 clusters
  Score: Raw -628093.575063 + Penalty 2897.777263 = -625195.797800
  nChanged 29
		SP:Iteration 84Q (102653.500000 sec): 3 clusters
  Score: Raw -628102.820533 + Penalty 2897.777263 = -625205.043271
  nChanged 22
		SP:Iteration 85Q (102653.750000 sec): 3 clusters
  Score: Raw -628111.814280 + Penalty 2897.777263 = -625214.037017
  nChanged 17
		SP:Iteration 86Q (102653.950000 sec): 3 clusters
  Score: Raw -628116.908327 + Penalty 2897.777263 = -625219.131065
  nChanged 16
		SP:Iteration 87Q (102654.150000 sec): 3 clusters
  Score: Raw -628123.106760 + Penalty 2897.777263 = -625225.329498
  nChanged 13
		SP:Iteration 88Q (102654.350000 sec): 3 clusters
  Score: Raw -628126.623957 + Penalty 2897.777263 = -625228.846695
  nChanged 8
		SP:Iteration 89Q (102654.550000 sec): 3 clusters
  Score: Raw -628129.533313 + Penalty 2897.777263 = -625231.756050
  nChanged 11
		SP:Iteration 90Q (102654.750000 sec): 3 clusters
  Score: Raw -628132.136292 + Penalty 2897.777263 = -625234.359029
  nChanged 11
		SP:Iteration 91Q (102654.950000 sec): 3 clusters
  Score: Raw -628134.740038 + Penalty 2897.777263 = -625236.962776
  nChanged 10
		SP:Iteration 92Q (102655.150000 sec): 3 clusters
  Score: Raw -628137.631772 + Penalty 2897.777263 = -625239.854509
  nChanged 13
		SP:Iteration 93Q (102655.350000 sec): 3 clusters
  Score: Raw -628141.439299 + Penalty 2897.777263 = -625243.662036
  nChanged 12
		SP:Iteration 94Q (102655.550000 sec): 3 clusters
  Score: Raw -628145.757441 + Penalty 2897.777263 = -625247.980178
  nChanged 10
		SP:Iteration 95Q (102655.750000 sec): 3 clusters
  Score: Raw -628148.888481 + Penalty 2897.777263 = -625251.111218
  nChanged 7
		SP:Iteration 96Q (102655.950000 sec): 3 clusters
  Score: Raw -628150.738558 + Penalty 2897.777263 = -625252.961295
  nChanged 3
		SP:Iteration 97Q (102656.150000 sec): 3 clusters
  Score: Raw -628151.403860 + Penalty 2897.777263 = -625253.626597
  nChanged 2
		SP:Iteration 98Q (102656.350000 sec): 3 clusters
  Score: Raw -628152.110048 + Penalty 2897.777263 = -625254.332786
  nChanged 7
		SP:Iteration 99Q (102656.550000 sec): 3 clusters
  Score: Raw -628153.261446 + Penalty 2897.777263 = -625255.484183
  nChanged 8
		SP:Iteration 100F (102656.750000 sec): 3 clusters
  Score: Raw -628155.226283 + Penalty 2897.777263 = -625257.449021
  nChanged 4
		SP:Iteration 101Q (102656.960000 sec): 3 clusters
  Score: Raw -628156.360801 + Penalty 2897.777263 = -625258.583538
  nChanged 3
		SP:Iteration 102Q (102657.160000 sec): 3 clusters
  Score: Raw -628156.821418 + Penalty 2897.777263 = -625259.044155
  nChanged 3
		SP:Iteration 103Q (102657.360000 sec): 3 clusters
  Score: Raw -628157.236139 + Penalty 2897.777263 = -625259.458876
  nChanged 4
		SP:Iteration 104Q (102657.560000 sec): 3 clusters
  Score: Raw -628157.735312 + Penalty 2897.777263 = -625259.958050
  nChanged 0
		SP:Iteration 105F (102657.760000 sec): 3 clusters
  Score: Raw -628157.735312 + Penalty 2897.777263 = -625259.958050
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 6 (3862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102657.850000 sec): 2 clusters
  Score: Raw -326240.054589 + Penalty 1342.077825 = -324897.976764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102658.030000 sec): 3 clusters
  Score: Raw -324360.375304 + Penalty 2684.155650 = -321676.219654
  nChanged 1528
		SP:Iteration 1F (102658.210000 sec): 3 clusters
  Score: Raw -325294.682748 + Penalty 2684.155650 = -322610.527097
  nChanged 317
		SP:Iteration 2F (102658.380000 sec): 3 clusters
  Score: Raw -325495.080582 + Penalty 2684.155650 = -322810.924931
  nChanged 222
		SP:Iteration 3F (102658.560000 sec): 3 clusters
  Score: Raw -325633.839371 + Penalty 2684.155650 = -322949.683721
  nChanged 190
		SP:Iteration 4Q (102658.730000 sec): 3 clusters
  Score: Raw -325764.242000 + Penalty 2684.155650 = -323080.086350
  nChanged 153
		SP:Iteration 5Q (102658.910000 sec): 3 clusters
  Score: Raw -325879.415515 + Penalty 2684.155650 = -323195.259864
  nChanged 146
		SP:Iteration 6Q (102659.090000 sec): 3 clusters
  Score: Raw -325989.328888 + Penalty 2684.155650 = -323305.173237
  nChanged 141
		SP:Iteration 7Q (102659.260000 sec): 3 clusters
  Score: Raw -326095.552253 + Penalty 2684.155650 = -323411.396603
  nChanged 145
		SP:Iteration 8Q (102659.440000 sec): 3 clusters
  Score: Raw -326184.279846 + Penalty 2684.155650 = -323500.124195
  nChanged 123
		SP:Iteration 9Q (102659.610000 sec): 3 clusters
  Score: Raw -326266.173203 + Penalty 2684.155650 = -323582.017552
  nChanged 122
		SP:Iteration 10Q (102659.790000 sec): 3 clusters
  Score: Raw -326338.401676 + Penalty 2684.155650 = -323654.246026
  nChanged 107
		SP:Iteration 11Q (102659.960000 sec): 3 clusters
  Score: Raw -326408.396579 + Penalty 2684.155650 = -323724.240929
  nChanged 106
		SP:Iteration 12Q (102660.140000 sec): 3 clusters
  Score: Raw -326489.181932 + Penalty 2684.155650 = -323805.026282
  nChanged 107
		SP:Iteration 13Q (102660.320000 sec): 3 clusters
  Score: Raw -326572.876081 + Penalty 2684.155650 = -323888.720430
  nChanged 104
		SP:Iteration 14Q (102660.490000 sec): 3 clusters
  Score: Raw -326643.385428 + Penalty 2684.155650 = -323959.229777
  nChanged 90
		SP:Iteration 15Q (102660.670000 sec): 3 clusters
  Score: Raw -326703.300780 + Penalty 2684.155650 = -324019.145129
  nChanged 72
		SP:Iteration 16Q (102660.840000 sec): 3 clusters
  Score: Raw -326751.681039 + Penalty 2684.155650 = -324067.525388
  nChanged 60
		SP:Iteration 17Q (102661.020000 sec): 3 clusters
  Score: Raw -326788.625618 + Penalty 2684.155650 = -324104.469967
  nChanged 49
		SP:Iteration 18Q (102661.200000 sec): 3 clusters
  Score: Raw -326812.608030 + Penalty 2684.155650 = -324128.452380
  nChanged 37
		SP:Iteration 19Q (102661.370000 sec): 3 clusters
  Score: Raw -326828.970942 + Penalty 2684.155650 = -324144.815291
  nChanged 27
		SP:Iteration 20F (102661.550000 sec): 3 clusters
  Score: Raw -326841.121654 + Penalty 2684.155650 = -324156.966004
  nChanged 21
		SP:Iteration 21Q (102661.720000 sec): 3 clusters
  Score: Raw -326849.718704 + Penalty 2684.155650 = -324165.563053
  nChanged 19
		SP:Iteration 22Q (102661.900000 sec): 3 clusters
  Score: Raw -326858.709909 + Penalty 2684.155650 = -324174.554258
  nChanged 15
		SP:Iteration 23Q (102662.080000 sec): 3 clusters
  Score: Raw -326867.014345 + Penalty 2684.155650 = -324182.858695
  nChanged 13
		SP:Iteration 24Q (102662.250000 sec): 3 clusters
  Score: Raw -326871.456977 + Penalty 2684.155650 = -324187.301326
  nChanged 9
		SP:Iteration 25Q (102662.430000 sec): 3 clusters
  Score: Raw -326873.687044 + Penalty 2684.155650 = -324189.531393
  nChanged 9
		SP:Iteration 26Q (102662.600000 sec): 3 clusters
  Score: Raw -326877.208431 + Penalty 2684.155650 = -324193.052780
  nChanged 16
		SP:Iteration 27Q (102662.780000 sec): 3 clusters
  Score: Raw -326883.903455 + Penalty 2684.155650 = -324199.747805
  nChanged 13
		SP:Iteration 28Q (102662.950000 sec): 3 clusters
  Score: Raw -326888.601330 + Penalty 2684.155650 = -324204.445680
  nChanged 12
		SP:Iteration 29Q (102663.130000 sec): 3 clusters
  Score: Raw -326892.451190 + Penalty 2684.155650 = -324208.295539
  nChanged 9
		SP:Iteration 30Q (102663.300000 sec): 3 clusters
  Score: Raw -326897.484449 + Penalty 2684.155650 = -324213.328798
  nChanged 9
		SP:Iteration 31Q (102663.480000 sec): 3 clusters
  Score: Raw -326900.385120 + Penalty 2684.155650 = -324216.229469
  nChanged 4
		SP:Iteration 32Q (102663.660000 sec): 3 clusters
  Score: Raw -326902.344627 + Penalty 2684.155650 = -324218.188977
  nChanged 5
		SP:Iteration 33Q (102663.830000 sec): 3 clusters
  Score: Raw -326904.793898 + Penalty 2684.155650 = -324220.638248
  nChanged 4
		SP:Iteration 34Q (102664.010000 sec): 3 clusters
  Score: Raw -326906.198046 + Penalty 2684.155650 = -324222.042396
  nChanged 3
		SP:Iteration 35Q (102664.180000 sec): 3 clusters
  Score: Raw -326907.408117 + Penalty 2684.155650 = -324223.252467
  nChanged 6
		SP:Iteration 36Q (102664.360000 sec): 3 clusters
  Score: Raw -326909.181534 + Penalty 2684.155650 = -324225.025884
  nChanged 3
		SP:Iteration 37Q (102664.540000 sec): 3 clusters
  Score: Raw -326910.053638 + Penalty 2684.155650 = -324225.897987
  nChanged 0
		SP:Iteration 38F (102664.710000 sec): 3 clusters
  Score: Raw -326910.053638 + Penalty 2684.155650 = -324225.897987
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 7 (3534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102664.780000 sec): 2 clusters
  Score: Raw -263843.641868 + Penalty 1327.655169 = -262515.986699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102664.960000 sec): 3 clusters
  Score: Raw -262136.273705 + Penalty 2655.310337 = -259480.963368
  nChanged 1384
		SP:Iteration 1F (102665.130000 sec): 3 clusters
  Score: Raw -263116.161491 + Penalty 2655.310337 = -260460.851153
  nChanged 328
		SP:Iteration 2F (102665.310000 sec): 3 clusters
  Score: Raw -263400.089149 + Penalty 2655.310337 = -260744.778811
  nChanged 249
		SP:Iteration 3F (102665.480000 sec): 3 clusters
  Score: Raw -263610.015917 + Penalty 2655.310337 = -260954.705580
  nChanged 194
		SP:Iteration 4F (102665.660000 sec): 3 clusters
  Score: Raw -263775.414914 + Penalty 2655.310337 = -261120.104577
  nChanged 162
		SP:Iteration 5Q (102665.840000 sec): 3 clusters
  Score: Raw -263915.516024 + Penalty 2655.310337 = -261260.205687
  nChanged 137
		SP:Iteration 6Q (102666.010000 sec): 3 clusters
  Score: Raw -264015.120676 + Penalty 2655.310337 = -261359.810338
  nChanged 94
		SP:Iteration 7Q (102666.190000 sec): 3 clusters
  Score: Raw -264089.607594 + Penalty 2655.310337 = -261434.297257
  nChanged 84
		SP:Iteration 8Q (102666.360000 sec): 3 clusters
  Score: Raw -264144.374058 + Penalty 2655.310337 = -261489.063721
  nChanged 64
		SP:Iteration 9Q (102666.540000 sec): 3 clusters
  Score: Raw -264192.725619 + Penalty 2655.310337 = -261537.415282
  nChanged 56
		SP:Iteration 10Q (102666.720000 sec): 3 clusters
  Score: Raw -264227.618819 + Penalty 2655.310337 = -261572.308482
  nChanged 51
		SP:Iteration 11Q (102666.890000 sec): 3 clusters
  Score: Raw -264253.082471 + Penalty 2655.310337 = -261597.772134
  nChanged 37
		SP:Iteration 12Q (102667.070000 sec): 3 clusters
  Score: Raw -264273.543546 + Penalty 2655.310337 = -261618.233209
  nChanged 29
		SP:Iteration 13Q (102667.240000 sec): 3 clusters
  Score: Raw -264290.046249 + Penalty 2655.310337 = -261634.735912
  nChanged 26
		SP:Iteration 14Q (102667.420000 sec): 3 clusters
  Score: Raw -264306.190541 + Penalty 2655.310337 = -261650.880204
  nChanged 23
		SP:Iteration 15Q (102667.600000 sec): 3 clusters
  Score: Raw -264318.265388 + Penalty 2655.310337 = -261662.955051
  nChanged 22
		SP:Iteration 16Q (102667.770000 sec): 3 clusters
  Score: Raw -264327.794383 + Penalty 2655.310337 = -261672.484046
  nChanged 16
		SP:Iteration 17Q (102667.950000 sec): 3 clusters
  Score: Raw -264332.740663 + Penalty 2655.310337 = -261677.430326
  nChanged 7
		SP:Iteration 18Q (102668.120000 sec): 3 clusters
  Score: Raw -264334.870511 + Penalty 2655.310337 = -261679.560174
  nChanged 8
		SP:Iteration 19Q (102668.300000 sec): 3 clusters
  Score: Raw -264337.695198 + Penalty 2655.310337 = -261682.384861
  nChanged 8
		SP:Iteration 20F (102668.480000 sec): 3 clusters
  Score: Raw -264339.689340 + Penalty 2655.310337 = -261684.379002
  nChanged 7
		SP:Iteration 21Q (102668.650000 sec): 3 clusters
  Score: Raw -264341.749256 + Penalty 2655.310337 = -261686.438919
  nChanged 2
		SP:Iteration 22Q (102668.830000 sec): 3 clusters
  Score: Raw -264342.473063 + Penalty 2655.310337 = -261687.162726
  nChanged 1
		SP:Iteration 23Q (102669.000000 sec): 3 clusters
  Score: Raw -264342.542698 + Penalty 2655.310337 = -261687.232361
  nChanged 0
		SP:Iteration 24F (102669.180000 sec): 3 clusters
  Score: Raw -264342.542698 + Penalty 2655.310337 = -261687.232361
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 8 (4152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102669.280000 sec): 2 clusters
  Score: Raw -372607.975409 + Penalty 1353.843632 = -371254.131777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102669.460000 sec): 3 clusters
  Score: Raw -370507.416149 + Penalty 2707.687263 = -367799.728885
  nChanged 1654
		SP:Iteration 1F (102669.640000 sec): 3 clusters
  Score: Raw -371517.720557 + Penalty 2707.687263 = -368810.033293
  nChanged 362
		SP:Iteration 2F (102669.810000 sec): 3 clusters
  Score: Raw -371832.017033 + Penalty 2707.687263 = -369124.329770
  nChanged 311
		SP:Iteration 3F (102669.990000 sec): 3 clusters
  Score: Raw -372149.243430 + Penalty 2707.687263 = -369441.556167
  nChanged 266
		SP:Iteration 4F (102670.160000 sec): 3 clusters
  Score: Raw -372423.902119 + Penalty 2707.687263 = -369716.214856
  nChanged 247
		SP:Iteration 5F (102670.340000 sec): 3 clusters
  Score: Raw -372670.942817 + Penalty 2707.687263 = -369963.255554
  nChanged 209
		SP:Iteration 6F (102670.510000 sec): 3 clusters
  Score: Raw -372863.761543 + Penalty 2707.687263 = -370156.074280
  nChanged 166
		SP:Iteration 7Q (102670.690000 sec): 3 clusters
  Score: Raw -372972.633623 + Penalty 2707.687263 = -370264.946360
  nChanged 135
		SP:Iteration 8Q (102670.860000 sec): 3 clusters
  Score: Raw -373057.911486 + Penalty 2707.687263 = -370350.224223
  nChanged 95
		SP:Iteration 9Q (102671.040000 sec): 3 clusters
  Score: Raw -373109.472653 + Penalty 2707.687263 = -370401.785390
  nChanged 87
		SP:Iteration 10Q (102671.220000 sec): 3 clusters
  Score: Raw -373157.465011 + Penalty 2707.687263 = -370449.777748
  nChanged 77
		SP:Iteration 11Q (102671.390000 sec): 3 clusters
  Score: Raw -373192.559066 + Penalty 2707.687263 = -370484.871803
  nChanged 59
		SP:Iteration 12Q (102671.570000 sec): 3 clusters
  Score: Raw -373219.722342 + Penalty 2707.687263 = -370512.035079
  nChanged 42
		SP:Iteration 13Q (102671.740000 sec): 3 clusters
  Score: Raw -373243.407020 + Penalty 2707.687263 = -370535.719757
  nChanged 34
		SP:Iteration 14Q (102671.920000 sec): 3 clusters
  Score: Raw -373262.719084 + Penalty 2707.687263 = -370555.031821
  nChanged 36
		SP:Iteration 15Q (102672.100000 sec): 3 clusters
  Score: Raw -373275.686285 + Penalty 2707.687263 = -370567.999022
  nChanged 34
		SP:Iteration 16Q (102672.270000 sec): 3 clusters
  Score: Raw -373291.029091 + Penalty 2707.687263 = -370583.341828
  nChanged 26
		SP:Iteration 17Q (102672.450000 sec): 3 clusters
  Score: Raw -373302.747174 + Penalty 2707.687263 = -370595.059911
  nChanged 28
		SP:Iteration 18Q (102672.620000 sec): 3 clusters
  Score: Raw -373314.799190 + Penalty 2707.687263 = -370607.111927
  nChanged 25
		SP:Iteration 19Q (102672.800000 sec): 3 clusters
  Score: Raw -373325.401818 + Penalty 2707.687263 = -370617.714555
  nChanged 22
		SP:Iteration 20F (102672.980000 sec): 3 clusters
  Score: Raw -373332.005330 + Penalty 2707.687263 = -370624.318067
  nChanged 11
		SP:Iteration 21Q (102673.150000 sec): 3 clusters
  Score: Raw -373334.117380 + Penalty 2707.687263 = -370626.430117
  nChanged 7
		SP:Iteration 22Q (102673.330000 sec): 3 clusters
  Score: Raw -373335.381998 + Penalty 2707.687263 = -370627.694734
  nChanged 3
		SP:Iteration 23Q (102673.500000 sec): 3 clusters
  Score: Raw -373336.240403 + Penalty 2707.687263 = -370628.553140
  nChanged 4
		SP:Iteration 24Q (102673.680000 sec): 3 clusters
  Score: Raw -373337.135719 + Penalty 2707.687263 = -370629.448456
  nChanged 1
		SP:Iteration 25Q (102673.860000 sec): 3 clusters
  Score: Raw -373337.389461 + Penalty 2707.687263 = -370629.702198
  nChanged 1
		SP:Iteration 26Q (102674.030000 sec): 3 clusters
  Score: Raw -373337.536976 + Penalty 2707.687263 = -370629.849713
  nChanged 0
		SP:Iteration 27F (102674.210000 sec): 3 clusters
  Score: Raw -373337.536976 + Penalty 2707.687263 = -370629.849713
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 9 (3409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102674.280000 sec): 2 clusters
  Score: Raw -320417.528146 + Penalty 1321.803319 = -319095.724827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102674.450000 sec): 3 clusters
  Score: Raw -318790.287191 + Penalty 2643.606638 = -316146.680553
  nChanged 1318
		SP:Iteration 1F (102674.630000 sec): 3 clusters
  Score: Raw -319574.463883 + Penalty 2643.606638 = -316930.857245
  nChanged 286
		SP:Iteration 2F (102674.800000 sec): 3 clusters
  Score: Raw -319782.640263 + Penalty 2643.606638 = -317139.033625
  nChanged 230
		SP:Iteration 3F (102674.980000 sec): 3 clusters
  Score: Raw -319957.092324 + Penalty 2643.606638 = -317313.485686
  nChanged 191
		SP:Iteration 4F (102675.160000 sec): 3 clusters
  Score: Raw -320089.438037 + Penalty 2643.606638 = -317445.831399
  nChanged 148
		SP:Iteration 5Q (102675.330000 sec): 3 clusters
  Score: Raw -320177.699599 + Penalty 2643.606638 = -317534.092960
  nChanged 102
		SP:Iteration 6Q (102675.510000 sec): 3 clusters
  Score: Raw -320244.683312 + Penalty 2643.606638 = -317601.076673
  nChanged 80
		SP:Iteration 7Q (102675.680000 sec): 3 clusters
  Score: Raw -320291.837446 + Penalty 2643.606638 = -317648.230808
  nChanged 75
		SP:Iteration 8Q (102675.860000 sec): 3 clusters
  Score: Raw -320330.008642 + Penalty 2643.606638 = -317686.402004
  nChanged 54
		SP:Iteration 9Q (102676.030000 sec): 3 clusters
  Score: Raw -320362.875165 + Penalty 2643.606638 = -317719.268527
  nChanged 66
		SP:Iteration 10Q (102676.210000 sec): 3 clusters
  Score: Raw -320400.024719 + Penalty 2643.606638 = -317756.418081
  nChanged 56
		SP:Iteration 11Q (102676.380000 sec): 3 clusters
  Score: Raw -320434.598397 + Penalty 2643.606638 = -317790.991758
  nChanged 58
		SP:Iteration 12Q (102676.560000 sec): 3 clusters
  Score: Raw -320472.640797 + Penalty 2643.606638 = -317829.034159
  nChanged 48
		SP:Iteration 13Q (102676.740000 sec): 3 clusters
  Score: Raw -320501.315408 + Penalty 2643.606638 = -317857.708769
  nChanged 42
		SP:Iteration 14Q (102676.910000 sec): 3 clusters
  Score: Raw -320527.841519 + Penalty 2643.606638 = -317884.234880
  nChanged 34
		SP:Iteration 15Q (102677.090000 sec): 3 clusters
  Score: Raw -320551.485079 + Penalty 2643.606638 = -317907.878441
  nChanged 46
		SP:Iteration 16Q (102677.260000 sec): 3 clusters
  Score: Raw -320586.605367 + Penalty 2643.606638 = -317942.998728
  nChanged 43
		SP:Iteration 17Q (102677.440000 sec): 3 clusters
  Score: Raw -320614.730938 + Penalty 2643.606638 = -317971.124299
  nChanged 34
		SP:Iteration 18Q (102677.620000 sec): 3 clusters
  Score: Raw -320638.289840 + Penalty 2643.606638 = -317994.683202
  nChanged 42
		SP:Iteration 19Q (102677.790000 sec): 3 clusters
  Score: Raw -320672.586249 + Penalty 2643.606638 = -318028.979611
  nChanged 45
		SP:Iteration 20F (102677.970000 sec): 3 clusters
  Score: Raw -320717.529158 + Penalty 2643.606638 = -318073.922519
  nChanged 43
		SP:Iteration 21Q (102678.140000 sec): 3 clusters
  Score: Raw -320767.618385 + Penalty 2643.606638 = -318124.011746
  nChanged 50
		SP:Iteration 22Q (102678.320000 sec): 3 clusters
  Score: Raw -320827.748135 + Penalty 2643.606638 = -318184.141497
  nChanged 48
		SP:Iteration 23Q (102678.500000 sec): 3 clusters
  Score: Raw -320870.898771 + Penalty 2643.606638 = -318227.292133
  nChanged 43
		SP:Iteration 24Q (102678.670000 sec): 3 clusters
  Score: Raw -320912.891108 + Penalty 2643.606638 = -318269.284469
  nChanged 53
		SP:Iteration 25Q (102678.850000 sec): 3 clusters
  Score: Raw -320956.351031 + Penalty 2643.606638 = -318312.744392
  nChanged 38
		SP:Iteration 26Q (102679.020000 sec): 3 clusters
  Score: Raw -320999.938775 + Penalty 2643.606638 = -318356.332137
  nChanged 33
		SP:Iteration 27Q (102679.200000 sec): 3 clusters
  Score: Raw -321036.667884 + Penalty 2643.606638 = -318393.061246
  nChanged 35
		SP:Iteration 28Q (102679.380000 sec): 3 clusters
  Score: Raw -321067.808288 + Penalty 2643.606638 = -318424.201650
  nChanged 19
		SP:Iteration 29Q (102679.550000 sec): 3 clusters
  Score: Raw -321080.953942 + Penalty 2643.606638 = -318437.347304
  nChanged 21
		SP:Iteration 30Q (102679.730000 sec): 3 clusters
  Score: Raw -321092.111901 + Penalty 2643.606638 = -318448.505263
  nChanged 17
		SP:Iteration 31Q (102679.900000 sec): 3 clusters
  Score: Raw -321098.841274 + Penalty 2643.606638 = -318455.234636
  nChanged 8
		SP:Iteration 32Q (102680.080000 sec): 3 clusters
  Score: Raw -321101.955479 + Penalty 2643.606638 = -318458.348841
  nChanged 6
		SP:Iteration 33Q (102680.250000 sec): 3 clusters
  Score: Raw -321103.780826 + Penalty 2643.606638 = -318460.174188
  nChanged 4
		SP:Iteration 34Q (102680.430000 sec): 3 clusters
  Score: Raw -321105.821359 + Penalty 2643.606638 = -318462.214720
  nChanged 2
		SP:Iteration 35Q (102680.600000 sec): 3 clusters
  Score: Raw -321106.609925 + Penalty 2643.606638 = -318463.003287
  nChanged 3
		SP:Iteration 36Q (102680.780000 sec): 3 clusters
  Score: Raw -321108.316118 + Penalty 2643.606638 = -318464.709479
  nChanged 1
		SP:Iteration 37Q (102680.960000 sec): 3 clusters
  Score: Raw -321108.557366 + Penalty 2643.606638 = -318464.950727
  nChanged 0
		SP:Iteration 38F (102681.130000 sec): 3 clusters
  Score: Raw -321108.557366 + Penalty 2643.606638 = -318464.950727
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 10 (13185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102681.320000 sec): 2 clusters
  Score: Raw -1264483.957643 + Penalty 1541.610704 = -1262942.346940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102681.580000 sec): 3 clusters
  Score: Raw -1256832.145867 + Penalty 3083.221407 = -1253748.924460
  nChanged 5873
		SP:Iteration 1F (102681.860000 sec): 3 clusters
  Score: Raw -1260046.160809 + Penalty 3083.221407 = -1256962.939402
  nChanged 878
		SP:Iteration 2F (102682.150000 sec): 3 clusters
  Score: Raw -1260462.744321 + Penalty 3083.221407 = -1257379.522914
  nChanged 730
		SP:Iteration 3F (102682.440000 sec): 3 clusters
  Score: Raw -1260784.292572 + Penalty 3083.221407 = -1257701.071165
  nChanged 618
		SP:Iteration 4Q (102682.720000 sec): 3 clusters
  Score: Raw -1261073.247871 + Penalty 3083.221407 = -1257990.026463
  nChanged 617
		SP:Iteration 5Q (102682.920000 sec): 3 clusters
  Score: Raw -1261394.736969 + Penalty 3083.221407 = -1258311.515562
  nChanged 611
		SP:Iteration 6Q (102683.200000 sec): 3 clusters
  Score: Raw -1261768.948341 + Penalty 3083.221407 = -1258685.726934
  nChanged 669
		SP:Iteration 7F (102683.480000 sec): 3 clusters
  Score: Raw -1262179.907875 + Penalty 3083.221407 = -1259096.686468
  nChanged 676
		SP:Iteration 8F (102683.730000 sec): 3 clusters
  Score: Raw -1262651.901523 + Penalty 3083.221407 = -1259568.680115
  nChanged 707
		SP:Iteration 9F (102683.970000 sec): 3 clusters
  Score: Raw -1263175.013385 + Penalty 3083.221407 = -1260091.791977
  nChanged 701
		SP:Iteration 10F (102684.220000 sec): 3 clusters
  Score: Raw -1263728.498414 + Penalty 3083.221407 = -1260645.277007
  nChanged 599
		SP:Iteration 11Q (102684.500000 sec): 3 clusters
  Score: Raw -1264157.686866 + Penalty 3083.221407 = -1261074.465459
  nChanged 510
		SP:Iteration 12Q (102684.780000 sec): 3 clusters
  Score: Raw -1264498.585495 + Penalty 3083.221407 = -1261415.364088
  nChanged 397
		SP:Iteration 13Q (102685.080000 sec): 3 clusters
  Score: Raw -1264713.819930 + Penalty 3083.221407 = -1261630.598523
  nChanged 338
		SP:Iteration 14Q (102685.320000 sec): 3 clusters
  Score: Raw -1264865.907868 + Penalty 3083.221407 = -1261782.686461
  nChanged 241
		SP:Iteration 15Q (102685.600000 sec): 3 clusters
  Score: Raw -1264953.822823 + Penalty 3083.221407 = -1261870.601416
  nChanged 166
		SP:Iteration 16Q (102685.850000 sec): 3 clusters
  Score: Raw -1265005.980520 + Penalty 3083.221407 = -1261922.759113
  nChanged 127
		SP:Iteration 17Q (102686.140000 sec): 3 clusters
  Score: Raw -1265044.821425 + Penalty 3083.221407 = -1261961.600018
  nChanged 104
		SP:Iteration 18Q (102686.370000 sec): 3 clusters
  Score: Raw -1265071.992825 + Penalty 3083.221407 = -1261988.771418
  nChanged 83
		SP:Iteration 19Q (102686.640000 sec): 3 clusters
  Score: Raw -1265091.677039 + Penalty 3083.221407 = -1262008.455632
  nChanged 75
		SP:Iteration 20F (102686.880000 sec): 3 clusters
  Score: Raw -1265110.414257 + Penalty 3083.221407 = -1262027.192850
  nChanged 63
		SP:Iteration 21Q (102687.120000 sec): 3 clusters
  Score: Raw -1265122.775099 + Penalty 3083.221407 = -1262039.553692
  nChanged 56
		SP:Iteration 22Q (102687.300000 sec): 3 clusters
  Score: Raw -1265133.878569 + Penalty 3083.221407 = -1262050.657161
  nChanged 56
		SP:Iteration 23Q (102687.480000 sec): 3 clusters
  Score: Raw -1265142.037320 + Penalty 3083.221407 = -1262058.815913
  nChanged 48
		SP:Iteration 24Q (102687.740000 sec): 3 clusters
  Score: Raw -1265147.769787 + Penalty 3083.221407 = -1262064.548380
  nChanged 39
		SP:Iteration 25Q (102688.000000 sec): 3 clusters
  Score: Raw -1265152.503055 + Penalty 3083.221407 = -1262069.281648
  nChanged 27
		SP:Iteration 26Q (102688.340000 sec): 3 clusters
  Score: Raw -1265155.534575 + Penalty 3083.221407 = -1262072.313168
  nChanged 24
		SP:Iteration 27Q (102688.580000 sec): 3 clusters
  Score: Raw -1265158.517378 + Penalty 3083.221407 = -1262075.295970
  nChanged 20
		SP:Iteration 28Q (102688.860000 sec): 3 clusters
  Score: Raw -1265160.484420 + Penalty 3083.221407 = -1262077.263013
  nChanged 18
		SP:Iteration 29Q (102689.100000 sec): 3 clusters
  Score: Raw -1265163.241512 + Penalty 3083.221407 = -1262080.020105
  nChanged 19
		SP:Iteration 30Q (102689.390000 sec): 3 clusters
  Score: Raw -1265165.047421 + Penalty 3083.221407 = -1262081.826014
  nChanged 15
		SP:Iteration 31Q (102689.580000 sec): 3 clusters
  Score: Raw -1265166.483939 + Penalty 3083.221407 = -1262083.262531
  nChanged 10
		SP:Iteration 32Q (102689.860000 sec): 3 clusters
  Score: Raw -1265167.486761 + Penalty 3083.221407 = -1262084.265354
  nChanged 13
		SP:Iteration 33Q (102690.140000 sec): 3 clusters
  Score: Raw -1265168.942497 + Penalty 3083.221407 = -1262085.721090
  nChanged 13
		SP:Iteration 34Q (102690.380000 sec): 3 clusters
  Score: Raw -1265170.356237 + Penalty 3083.221407 = -1262087.134830
  nChanged 5
		SP:Iteration 35Q (102690.670000 sec): 3 clusters
  Score: Raw -1265170.817665 + Penalty 3083.221407 = -1262087.596257
  nChanged 5
		SP:Iteration 36Q (102690.950000 sec): 3 clusters
  Score: Raw -1265171.094573 + Penalty 3083.221407 = -1262087.873166
  nChanged 1
		SP:Iteration 37Q (102691.190000 sec): 3 clusters
  Score: Raw -1265171.117830 + Penalty 3083.221407 = -1262087.896423
  nChanged 4
		SP:Iteration 38Q (102691.430000 sec): 3 clusters
  Score: Raw -1265171.311978 + Penalty 3083.221407 = -1262088.090571
  nChanged 1
		SP:Iteration 39Q (102691.630000 sec): 3 clusters
  Score: Raw -1265171.352695 + Penalty 3083.221407 = -1262088.131288
  nChanged 2
		SP:Iteration 40F (102691.890000 sec): 3 clusters
  Score: Raw -1265171.508076 + Penalty 3083.221407 = -1262088.286669
  nChanged 2
		SP:Iteration 41Q (102692.170000 sec): 3 clusters
  Score: Raw -1265171.696888 + Penalty 3083.221407 = -1262088.475481
  nChanged 1
		SP:Iteration 42Q (102692.470000 sec): 3 clusters
  Score: Raw -1265171.744724 + Penalty 3083.221407 = -1262088.523317
  nChanged 0
		SP:Iteration 43F (102692.760000 sec): 3 clusters
  Score: Raw -1265171.744724 + Penalty 3083.221407 = -1262088.523317
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 11 (5035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102692.860000 sec): 2 clusters
  Score: Raw -392067.763832 + Penalty 1385.177431 = -390682.586401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102693.040000 sec): 3 clusters
  Score: Raw -389464.382636 + Penalty 2770.354862 = -386694.027774
  nChanged 2067
		SP:Iteration 1F (102693.210000 sec): 3 clusters
  Score: Raw -390728.287285 + Penalty 2770.354862 = -387957.932423
  nChanged 400
		SP:Iteration 2F (102693.380000 sec): 3 clusters
  Score: Raw -390971.075805 + Penalty 2770.354862 = -388200.720943
  nChanged 304
		SP:Iteration 3F (102693.560000 sec): 3 clusters
  Score: Raw -391146.190369 + Penalty 2770.354862 = -388375.835508
  nChanged 224
		SP:Iteration 4Q (102693.740000 sec): 3 clusters
  Score: Raw -391272.028201 + Penalty 2770.354862 = -388501.673339
  nChanged 190
		SP:Iteration 5Q (102693.910000 sec): 3 clusters
  Score: Raw -391380.091042 + Penalty 2770.354862 = -388609.736180
  nChanged 196
		SP:Iteration 6Q (102694.130000 sec): 3 clusters
  Score: Raw -391486.217260 + Penalty 2770.354862 = -388715.862398
  nChanged 167
		SP:Iteration 7Q (102694.270000 sec): 3 clusters
  Score: Raw -391574.603742 + Penalty 2770.354862 = -388804.248880
  nChanged 146
		SP:Iteration 8Q (102694.450000 sec): 3 clusters
  Score: Raw -391640.788343 + Penalty 2770.354862 = -388870.433482
  nChanged 123
		SP:Iteration 9Q (102694.620000 sec): 3 clusters
  Score: Raw -391702.617675 + Penalty 2770.354862 = -388932.262813
  nChanged 89
		SP:Iteration 10Q (102694.800000 sec): 3 clusters
  Score: Raw -391747.283040 + Penalty 2770.354862 = -388976.928179
  nChanged 86
		SP:Iteration 11Q (102694.980000 sec): 3 clusters
  Score: Raw -391797.468943 + Penalty 2770.354862 = -389027.114082
  nChanged 81
		SP:Iteration 12Q (102695.150000 sec): 3 clusters
  Score: Raw -391850.983250 + Penalty 2770.354862 = -389080.628389
  nChanged 93
		SP:Iteration 13Q (102695.320000 sec): 3 clusters
  Score: Raw -391912.946858 + Penalty 2770.354862 = -389142.591996
  nChanged 80
		SP:Iteration 14Q (102695.500000 sec): 3 clusters
  Score: Raw -391967.252083 + Penalty 2770.354862 = -389196.897222
  nChanged 74
		SP:Iteration 15Q (102695.680000 sec): 3 clusters
  Score: Raw -392016.243387 + Penalty 2770.354862 = -389245.888526
  nChanged 66
		SP:Iteration 16Q (102695.850000 sec): 3 clusters
  Score: Raw -392057.284286 + Penalty 2770.354862 = -389286.929424
  nChanged 61
		SP:Iteration 17Q (102696.030000 sec): 3 clusters
  Score: Raw -392091.954329 + Penalty 2770.354862 = -389321.599467
  nChanged 57
		SP:Iteration 18Q (102696.200000 sec): 3 clusters
  Score: Raw -392126.391315 + Penalty 2770.354862 = -389356.036453
  nChanged 60
		SP:Iteration 19Q (102696.380000 sec): 3 clusters
  Score: Raw -392159.239805 + Penalty 2770.354862 = -389388.884943
  nChanged 53
		SP:Iteration 20F (102696.560000 sec): 3 clusters
  Score: Raw -392185.762445 + Penalty 2770.354862 = -389415.407583
  nChanged 34
		SP:Iteration 21Q (102696.730000 sec): 3 clusters
  Score: Raw -392203.378494 + Penalty 2770.354862 = -389433.023633
  nChanged 30
		SP:Iteration 22Q (102696.900000 sec): 3 clusters
  Score: Raw -392220.170508 + Penalty 2770.354862 = -389449.815646
  nChanged 25
		SP:Iteration 23Q (102697.080000 sec): 3 clusters
  Score: Raw -392232.006471 + Penalty 2770.354862 = -389461.651609
  nChanged 19
		SP:Iteration 24Q (102697.260000 sec): 3 clusters
  Score: Raw -392239.347707 + Penalty 2770.354862 = -389468.992846
  nChanged 16
		SP:Iteration 25Q (102697.480000 sec): 3 clusters
  Score: Raw -392247.970201 + Penalty 2770.354862 = -389477.615339
  nChanged 22
		SP:Iteration 26Q (102697.660000 sec): 3 clusters
  Score: Raw -392259.864969 + Penalty 2770.354862 = -389489.510107
  nChanged 18
		SP:Iteration 27Q (102697.840000 sec): 3 clusters
  Score: Raw -392267.237637 + Penalty 2770.354862 = -389496.882775
  nChanged 12
		SP:Iteration 28Q (102697.980000 sec): 3 clusters
  Score: Raw -392272.612197 + Penalty 2770.354862 = -389502.257335
  nChanged 11
		SP:Iteration 29Q (102698.160000 sec): 3 clusters
  Score: Raw -392275.953272 + Penalty 2770.354862 = -389505.598410
  nChanged 4
		SP:Iteration 30Q (102698.340000 sec): 3 clusters
  Score: Raw -392276.499490 + Penalty 2770.354862 = -389506.144628
  nChanged 3
		SP:Iteration 31Q (102698.510000 sec): 3 clusters
  Score: Raw -392277.330010 + Penalty 2770.354862 = -389506.975149
  nChanged 2
		SP:Iteration 32Q (102698.680000 sec): 3 clusters
  Score: Raw -392277.919340 + Penalty 2770.354862 = -389507.564478
  nChanged 3
		SP:Iteration 33Q (102698.860000 sec): 3 clusters
  Score: Raw -392279.013422 + Penalty 2770.354862 = -389508.658561
  nChanged 0
		SP:Iteration 34F (102699.030000 sec): 3 clusters
  Score: Raw -392279.013422 + Penalty 2770.354862 = -389508.658561
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 12 (1583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102699.120000 sec): 2 clusters
  Score: Raw -117804.421580 + Penalty 1197.150022 = -116607.271558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102699.290000 sec): 3 clusters
  Score: Raw -117210.287422 + Penalty 2394.300044 = -114815.987377
  nChanged 560
		SP:Iteration 1F (102699.470000 sec): 3 clusters
  Score: Raw -117836.274347 + Penalty 2394.300044 = -115441.974303
  nChanged 208
		SP:Iteration 2F (102699.640000 sec): 3 clusters
  Score: Raw -118199.638390 + Penalty 2394.300044 = -115805.338346
  nChanged 125
		SP:Iteration 3F (102699.820000 sec): 3 clusters
  Score: Raw -118458.371403 + Penalty 2394.300044 = -116064.071359
  nChanged 99
		SP:Iteration 4F (102700.000000 sec): 3 clusters
  Score: Raw -118582.359872 + Penalty 2394.300044 = -116188.059827
  nChanged 53
		SP:Iteration 5Q (102700.170000 sec): 3 clusters
  Score: Raw -118633.805406 + Penalty 2394.300044 = -116239.505362
  nChanged 34
		SP:Iteration 6Q (102700.350000 sec): 3 clusters
  Score: Raw -118669.476148 + Penalty 2394.300044 = -116275.176103
  nChanged 25
		SP:Iteration 7Q (102700.520000 sec): 3 clusters
  Score: Raw -118692.742051 + Penalty 2394.300044 = -116298.442006
  nChanged 22
		SP:Iteration 8Q (102700.700000 sec): 3 clusters
  Score: Raw -118715.999895 + Penalty 2394.300044 = -116321.699851
  nChanged 15
		SP:Iteration 9Q (102700.880000 sec): 3 clusters
  Score: Raw -118726.341788 + Penalty 2394.300044 = -116332.041744
  nChanged 11
		SP:Iteration 10Q (102701.050000 sec): 3 clusters
  Score: Raw -118734.025391 + Penalty 2394.300044 = -116339.725347
  nChanged 6
		SP:Iteration 11Q (102701.230000 sec): 3 clusters
  Score: Raw -118738.319823 + Penalty 2394.300044 = -116344.019778
  nChanged 5
		SP:Iteration 12Q (102701.400000 sec): 3 clusters
  Score: Raw -118746.341238 + Penalty 2394.300044 = -116352.041194
  nChanged 8
		SP:Iteration 13Q (102701.580000 sec): 3 clusters
  Score: Raw -118749.540392 + Penalty 2394.300044 = -116355.240347
  nChanged 2
		SP:Iteration 14Q (102701.750000 sec): 3 clusters
  Score: Raw -118750.707358 + Penalty 2394.300044 = -116356.407314
  nChanged 3
		SP:Iteration 15Q (102701.930000 sec): 3 clusters
  Score: Raw -118752.230283 + Penalty 2394.300044 = -116357.930239
  nChanged 2
		SP:Iteration 16Q (102702.100000 sec): 3 clusters
  Score: Raw -118753.953177 + Penalty 2394.300044 = -116359.653132
  nChanged 3
		SP:Iteration 17Q (102702.280000 sec): 3 clusters
  Score: Raw -118756.112339 + Penalty 2394.300044 = -116361.812295
  nChanged 1
		SP:Iteration 18Q (102702.460000 sec): 3 clusters
  Score: Raw -118756.530885 + Penalty 2394.300044 = -116362.230840
  nChanged 0
		SP:Iteration 19F (102702.630000 sec): 3 clusters
  Score: Raw -118756.530885 + Penalty 2394.300044 = -116362.230840
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 13 (2502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102702.720000 sec): 2 clusters
  Score: Raw -241224.893110 + Penalty 1271.537425 = -239953.355685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102702.900000 sec): 3 clusters
  Score: Raw -240069.773388 + Penalty 2543.074850 = -237526.698539
  nChanged 912
		SP:Iteration 1F (102703.070000 sec): 3 clusters
  Score: Raw -240609.817105 + Penalty 2543.074850 = -238066.742255
  nChanged 183
		SP:Iteration 2F (102703.240000 sec): 3 clusters
  Score: Raw -240747.773522 + Penalty 2543.074850 = -238204.698673
  nChanged 147
		SP:Iteration 3F (102703.420000 sec): 3 clusters
  Score: Raw -240865.912873 + Penalty 2543.074850 = -238322.838023
  nChanged 120
		SP:Iteration 4Q (102703.600000 sec): 3 clusters
  Score: Raw -240965.299590 + Penalty 2543.074850 = -238422.224741
  nChanged 114
		SP:Iteration 5Q (102703.770000 sec): 3 clusters
  Score: Raw -241060.308066 + Penalty 2543.074850 = -238517.233216
  nChanged 112
		SP:Iteration 6Q (102703.950000 sec): 3 clusters
  Score: Raw -241157.698488 + Penalty 2543.074850 = -238614.623639
  nChanged 91
		SP:Iteration 7Q (102704.120000 sec): 3 clusters
  Score: Raw -241219.621692 + Penalty 2543.074850 = -238676.546842
  nChanged 76
		SP:Iteration 8Q (102704.300000 sec): 3 clusters
  Score: Raw -241272.131230 + Penalty 2543.074850 = -238729.056380
  nChanged 65
		SP:Iteration 9Q (102704.480000 sec): 3 clusters
  Score: Raw -241310.310769 + Penalty 2543.074850 = -238767.235920
  nChanged 52
		SP:Iteration 10Q (102704.650000 sec): 3 clusters
  Score: Raw -241339.446372 + Penalty 2543.074850 = -238796.371522
  nChanged 44
		SP:Iteration 11Q (102704.780000 sec): 3 clusters
  Score: Raw -241362.911998 + Penalty 2543.074850 = -238819.837148
  nChanged 31
		SP:Iteration 12Q (102704.960000 sec): 3 clusters
  Score: Raw -241377.038524 + Penalty 2543.074850 = -238833.963674
  nChanged 26
		SP:Iteration 13Q (102705.140000 sec): 3 clusters
  Score: Raw -241389.997427 + Penalty 2543.074850 = -238846.922578
  nChanged 17
		SP:Iteration 14Q (102705.310000 sec): 3 clusters
  Score: Raw -241397.400569 + Penalty 2543.074850 = -238854.325719
  nChanged 13
		SP:Iteration 15Q (102705.490000 sec): 3 clusters
  Score: Raw -241402.895861 + Penalty 2543.074850 = -238859.821011
  nChanged 10
		SP:Iteration 16Q (102705.660000 sec): 3 clusters
  Score: Raw -241406.910948 + Penalty 2543.074850 = -238863.836099
  nChanged 9
		SP:Iteration 17Q (102705.830000 sec): 3 clusters
  Score: Raw -241411.712318 + Penalty 2543.074850 = -238868.637469
  nChanged 11
		SP:Iteration 18Q (102706.050000 sec): 3 clusters
  Score: Raw -241416.129867 + Penalty 2543.074850 = -238873.055017
  nChanged 6
		SP:Iteration 19Q (102706.240000 sec): 3 clusters
  Score: Raw -241419.729560 + Penalty 2543.074850 = -238876.654710
  nChanged 10
		SP:Iteration 20F (102706.410000 sec): 3 clusters
  Score: Raw -241426.944627 + Penalty 2543.074850 = -238883.869778
  nChanged 16
		SP:Iteration 21Q (102706.590000 sec): 3 clusters
  Score: Raw -241432.758050 + Penalty 2543.074850 = -238889.683200
  nChanged 7
		SP:Iteration 22Q (102706.760000 sec): 3 clusters
  Score: Raw -241435.373185 + Penalty 2543.074850 = -238892.298336
  nChanged 7
		SP:Iteration 23Q (102706.940000 sec): 3 clusters
  Score: Raw -241438.134222 + Penalty 2543.074850 = -238895.059373
  nChanged 4
		SP:Iteration 24Q (102707.120000 sec): 3 clusters
  Score: Raw -241439.632571 + Penalty 2543.074850 = -238896.557721
  nChanged 2
		SP:Iteration 25Q (102707.290000 sec): 3 clusters
  Score: Raw -241440.779395 + Penalty 2543.074850 = -238897.704545
  nChanged 2
		SP:Iteration 26Q (102707.470000 sec): 3 clusters
  Score: Raw -241441.563080 + Penalty 2543.074850 = -238898.488231
  nChanged 2
		SP:Iteration 27Q (102707.520000 sec): 3 clusters
  Score: Raw -241442.030448 + Penalty 2543.074850 = -238898.955599
  nChanged 2
		SP:Iteration 28Q (102707.580000 sec): 3 clusters
  Score: Raw -241442.761477 + Penalty 2543.074850 = -238899.686628
  nChanged 2
		SP:Iteration 29Q (102707.630000 sec): 3 clusters
  Score: Raw -241443.256086 + Penalty 2543.074850 = -238900.181236
  nChanged 0
		SP:Iteration 30F (102707.680000 sec): 3 clusters
  Score: Raw -241443.256086 + Penalty 2543.074850 = -238900.181236
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 14 (5078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102707.760000 sec): 2 clusters
  Score: Raw -360275.024093 + Penalty 1386.559324 = -358888.464769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102707.860000 sec): 3 clusters
  Score: Raw -357707.546702 + Penalty 2773.118648 = -354934.428054
  nChanged 2080
		SP:Iteration 1F (102707.960000 sec): 3 clusters
  Score: Raw -359049.155801 + Penalty 2773.118648 = -356276.037154
  nChanged 466
		SP:Iteration 2F (102708.050000 sec): 3 clusters
  Score: Raw -359425.186299 + Penalty 2773.118648 = -356652.067651
  nChanged 365
		SP:Iteration 3F (102708.150000 sec): 3 clusters
  Score: Raw -359732.717167 + Penalty 2773.118648 = -356959.598520
  nChanged 334
		SP:Iteration 4F (102708.240000 sec): 3 clusters
  Score: Raw -360020.092037 + Penalty 2773.118648 = -357246.973389
  nChanged 304
		SP:Iteration 5F (102708.340000 sec): 3 clusters
  Score: Raw -360278.870286 + Penalty 2773.118648 = -357505.751639
  nChanged 273
		SP:Iteration 6F (102708.430000 sec): 3 clusters
  Score: Raw -360457.496237 + Penalty 2773.118648 = -357684.377589
  nChanged 192
		SP:Iteration 7Q (102708.520000 sec): 3 clusters
  Score: Raw -360567.476410 + Penalty 2773.118648 = -357794.357763
  nChanged 153
		SP:Iteration 8Q (102708.620000 sec): 3 clusters
  Score: Raw -360646.385951 + Penalty 2773.118648 = -357873.267303
  nChanged 111
		SP:Iteration 9Q (102708.710000 sec): 3 clusters
  Score: Raw -360696.289999 + Penalty 2773.118648 = -357923.171351
  nChanged 96
		SP:Iteration 10Q (102708.800000 sec): 3 clusters
  Score: Raw -360734.228950 + Penalty 2773.118648 = -357961.110302
  nChanged 76
		SP:Iteration 11Q (102708.890000 sec): 3 clusters
  Score: Raw -360769.679498 + Penalty 2773.118648 = -357996.560850
  nChanged 60
		SP:Iteration 12Q (102708.980000 sec): 3 clusters
  Score: Raw -360798.018241 + Penalty 2773.118648 = -358024.899593
  nChanged 57
		SP:Iteration 13Q (102709.080000 sec): 3 clusters
  Score: Raw -360827.638801 + Penalty 2773.118648 = -358054.520153
  nChanged 67
		SP:Iteration 14Q (102709.170000 sec): 3 clusters
  Score: Raw -360854.528334 + Penalty 2773.118648 = -358081.409686
  nChanged 47
		SP:Iteration 15Q (102709.260000 sec): 3 clusters
  Score: Raw -360873.249119 + Penalty 2773.118648 = -358100.130471
  nChanged 39
		SP:Iteration 16Q (102709.350000 sec): 3 clusters
  Score: Raw -360885.259224 + Penalty 2773.118648 = -358112.140576
  nChanged 28
		SP:Iteration 17Q (102709.440000 sec): 3 clusters
  Score: Raw -360894.788539 + Penalty 2773.118648 = -358121.669892
  nChanged 28
		SP:Iteration 18Q (102709.540000 sec): 3 clusters
  Score: Raw -360904.282935 + Penalty 2773.118648 = -358131.164287
  nChanged 20
		SP:Iteration 19Q (102709.630000 sec): 3 clusters
  Score: Raw -360910.410628 + Penalty 2773.118648 = -358137.291980
  nChanged 16
		SP:Iteration 20F (102709.720000 sec): 3 clusters
  Score: Raw -360914.894992 + Penalty 2773.118648 = -358141.776345
  nChanged 21
		SP:Iteration 21Q (102709.810000 sec): 3 clusters
  Score: Raw -360919.707544 + Penalty 2773.118648 = -358146.588897
  nChanged 19
		SP:Iteration 22Q (102709.900000 sec): 3 clusters
  Score: Raw -360923.601222 + Penalty 2773.118648 = -358150.482574
  nChanged 17
		SP:Iteration 23Q (102710.000000 sec): 3 clusters
  Score: Raw -360927.683934 + Penalty 2773.118648 = -358154.565286
  nChanged 14
		SP:Iteration 24Q (102710.090000 sec): 3 clusters
  Score: Raw -360930.359699 + Penalty 2773.118648 = -358157.241052
  nChanged 13
		SP:Iteration 25Q (102710.180000 sec): 3 clusters
  Score: Raw -360934.280001 + Penalty 2773.118648 = -358161.161354
  nChanged 19
		SP:Iteration 26Q (102710.270000 sec): 3 clusters
  Score: Raw -360940.757167 + Penalty 2773.118648 = -358167.638519
  nChanged 13
		SP:Iteration 27Q (102710.360000 sec): 3 clusters
  Score: Raw -360943.724535 + Penalty 2773.118648 = -358170.605888
  nChanged 14
		SP:Iteration 28Q (102710.460000 sec): 3 clusters
  Score: Raw -360948.031534 + Penalty 2773.118648 = -358174.912886
  nChanged 12
		SP:Iteration 29Q (102710.650000 sec): 3 clusters
  Score: Raw -360951.409645 + Penalty 2773.118648 = -358178.290998
  nChanged 14
		SP:Iteration 30Q (102710.760000 sec): 3 clusters
  Score: Raw -360955.257547 + Penalty 2773.118648 = -358182.138899
  nChanged 13
		SP:Iteration 31Q (102710.850000 sec): 3 clusters
  Score: Raw -360959.354551 + Penalty 2773.118648 = -358186.235903
  nChanged 11
		SP:Iteration 32Q (102710.950000 sec): 3 clusters
  Score: Raw -360962.096574 + Penalty 2773.118648 = -358188.977926
  nChanged 12
		SP:Iteration 33Q (102711.040000 sec): 3 clusters
  Score: Raw -360966.066246 + Penalty 2773.118648 = -358192.947598
  nChanged 13
		SP:Iteration 34Q (102711.140000 sec): 3 clusters
  Score: Raw -360968.745316 + Penalty 2773.118648 = -358195.626668
  nChanged 15
		SP:Iteration 35Q (102711.230000 sec): 3 clusters
  Score: Raw -360972.837791 + Penalty 2773.118648 = -358199.719143
  nChanged 15
		SP:Iteration 36Q (102711.330000 sec): 3 clusters
  Score: Raw -360975.697159 + Penalty 2773.118648 = -358202.578512
  nChanged 6
		SP:Iteration 37Q (102711.420000 sec): 3 clusters
  Score: Raw -360977.052583 + Penalty 2773.118648 = -358203.933935
  nChanged 7
		SP:Iteration 38Q (102711.520000 sec): 3 clusters
  Score: Raw -360979.964133 + Penalty 2773.118648 = -358206.845486
  nChanged 11
		SP:Iteration 39Q (102711.620000 sec): 3 clusters
  Score: Raw -360983.179060 + Penalty 2773.118648 = -358210.060412
  nChanged 13
		SP:Iteration 40F (102711.710000 sec): 3 clusters
  Score: Raw -360986.692588 + Penalty 2773.118648 = -358213.573941
  nChanged 8
		SP:Iteration 41Q (102711.810000 sec): 3 clusters
  Score: Raw -360990.814172 + Penalty 2773.118648 = -358217.695524
  nChanged 12
		SP:Iteration 42Q (102711.900000 sec): 3 clusters
  Score: Raw -360995.674369 + Penalty 2773.118648 = -358222.555721
  nChanged 11
		SP:Iteration 43Q (102712.000000 sec): 3 clusters
  Score: Raw -360998.652508 + Penalty 2773.118648 = -358225.533861
  nChanged 10
		SP:Iteration 44Q (102712.090000 sec): 3 clusters
  Score: Raw -361000.730466 + Penalty 2773.118648 = -358227.611819
  nChanged 7
		SP:Iteration 45Q (102712.190000 sec): 3 clusters
  Score: Raw -361001.875455 + Penalty 2773.118648 = -358228.756807
  nChanged 7
		SP:Iteration 46Q (102712.370000 sec): 3 clusters
  Score: Raw -361003.116353 + Penalty 2773.118648 = -358229.997705
  nChanged 6
		SP:Iteration 47Q (102712.520000 sec): 3 clusters
  Score: Raw -361004.704348 + Penalty 2773.118648 = -358231.585700
  nChanged 8
		SP:Iteration 48Q (102712.620000 sec): 3 clusters
  Score: Raw -361006.469481 + Penalty 2773.118648 = -358233.350833
  nChanged 8
		SP:Iteration 49Q (102712.790000 sec): 3 clusters
  Score: Raw -361008.208127 + Penalty 2773.118648 = -358235.089480
  nChanged 8
		SP:Iteration 50Q (102712.890000 sec): 3 clusters
  Score: Raw -361009.808632 + Penalty 2773.118648 = -358236.689984
  nChanged 7
		SP:Iteration 51Q (102712.990000 sec): 3 clusters
  Score: Raw -361011.522276 + Penalty 2773.118648 = -358238.403629
  nChanged 4
		SP:Iteration 52Q (102713.080000 sec): 3 clusters
  Score: Raw -361012.047119 + Penalty 2773.118648 = -358238.928472
  nChanged 2
		SP:Iteration 53Q (102713.180000 sec): 3 clusters
  Score: Raw -361012.428011 + Penalty 2773.118648 = -358239.309363
  nChanged 2
		SP:Iteration 54Q (102713.270000 sec): 3 clusters
  Score: Raw -361012.761327 + Penalty 2773.118648 = -358239.642679
  nChanged 1
		SP:Iteration 55Q (102713.370000 sec): 3 clusters
  Score: Raw -361012.977718 + Penalty 2773.118648 = -358239.859070
  nChanged 4
		SP:Iteration 56Q (102713.460000 sec): 3 clusters
  Score: Raw -361013.659695 + Penalty 2773.118648 = -358240.541047
  nChanged 3
		SP:Iteration 57Q (102713.560000 sec): 3 clusters
  Score: Raw -361014.299367 + Penalty 2773.118648 = -358241.180719
  nChanged 1
		SP:Iteration 58Q (102713.650000 sec): 3 clusters
  Score: Raw -361014.364646 + Penalty 2773.118648 = -358241.245998
  nChanged 0
		SP:Iteration 59F (102713.750000 sec): 3 clusters
  Score: Raw -361014.364646 + Penalty 2773.118648 = -358241.245998
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 15 (6827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102713.890000 sec): 2 clusters
  Score: Raw -523101.121512 + Penalty 1434.654100 = -521666.467411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102714.060000 sec): 3 clusters
  Score: Raw -519402.354831 + Penalty 2869.308201 = -516533.046630
  nChanged 2908
		SP:Iteration 1F (102714.250000 sec): 3 clusters
  Score: Raw -521386.481072 + Penalty 2869.308201 = -518517.172871
  nChanged 552
		SP:Iteration 2F (102714.360000 sec): 3 clusters
  Score: Raw -521766.356619 + Penalty 2869.308201 = -518897.048419
  nChanged 432
		SP:Iteration 3F (102714.470000 sec): 3 clusters
  Score: Raw -522043.307105 + Penalty 2869.308201 = -519173.998904
  nChanged 349
		SP:Iteration 4F (102714.580000 sec): 3 clusters
  Score: Raw -522288.478739 + Penalty 2869.308201 = -519419.170538
  nChanged 318
		SP:Iteration 5Q (102714.700000 sec): 3 clusters
  Score: Raw -522505.109190 + Penalty 2869.308201 = -519635.800989
  nChanged 284
		SP:Iteration 6Q (102714.810000 sec): 3 clusters
  Score: Raw -522707.724353 + Penalty 2869.308201 = -519838.416152
  nChanged 246
		SP:Iteration 7Q (102714.920000 sec): 3 clusters
  Score: Raw -522900.187152 + Penalty 2869.308201 = -520030.878951
  nChanged 224
		SP:Iteration 8Q (102715.100000 sec): 3 clusters
  Score: Raw -523070.321895 + Penalty 2869.308201 = -520201.013694
  nChanged 196
		SP:Iteration 9Q (102715.300000 sec): 3 clusters
  Score: Raw -523187.704471 + Penalty 2869.308201 = -520318.396271
  nChanged 170
		SP:Iteration 10Q (102715.510000 sec): 3 clusters
  Score: Raw -523287.607024 + Penalty 2869.308201 = -520418.298824
  nChanged 134
		SP:Iteration 11Q (102715.710000 sec): 3 clusters
  Score: Raw -523351.548756 + Penalty 2869.308201 = -520482.240556
  nChanged 113
		SP:Iteration 12Q (102715.920000 sec): 3 clusters
  Score: Raw -523407.553363 + Penalty 2869.308201 = -520538.245162
  nChanged 88
		SP:Iteration 13Q (102716.120000 sec): 3 clusters
  Score: Raw -523452.200477 + Penalty 2869.308201 = -520582.892276
  nChanged 76
		SP:Iteration 14Q (102716.330000 sec): 3 clusters
  Score: Raw -523481.287567 + Penalty 2869.308201 = -520611.979366
  nChanged 69
		SP:Iteration 15Q (102716.530000 sec): 3 clusters
  Score: Raw -523509.535144 + Penalty 2869.308201 = -520640.226943
  nChanged 66
		SP:Iteration 16Q (102716.740000 sec): 3 clusters
  Score: Raw -523536.010316 + Penalty 2869.308201 = -520666.702115
  nChanged 65
		SP:Iteration 17Q (102716.940000 sec): 3 clusters
  Score: Raw -523565.823659 + Penalty 2869.308201 = -520696.515458
  nChanged 58
		SP:Iteration 18Q (102717.140000 sec): 3 clusters
  Score: Raw -523594.027300 + Penalty 2869.308201 = -520724.719099
  nChanged 56
		SP:Iteration 19Q (102717.350000 sec): 3 clusters
  Score: Raw -523614.734254 + Penalty 2869.308201 = -520745.426054
  nChanged 54
		SP:Iteration 20F (102717.560000 sec): 3 clusters
  Score: Raw -523637.851551 + Penalty 2869.308201 = -520768.543350
  nChanged 61
		SP:Iteration 21Q (102717.760000 sec): 3 clusters
  Score: Raw -523670.874234 + Penalty 2869.308201 = -520801.566034
  nChanged 70
		SP:Iteration 22Q (102717.960000 sec): 3 clusters
  Score: Raw -523719.409723 + Penalty 2869.308201 = -520850.101522
  nChanged 74
		SP:Iteration 23Q (102718.170000 sec): 3 clusters
  Score: Raw -523760.394117 + Penalty 2869.308201 = -520891.085916
  nChanged 62
		SP:Iteration 24Q (102718.370000 sec): 3 clusters
  Score: Raw -523796.956495 + Penalty 2869.308201 = -520927.648295
  nChanged 66
		SP:Iteration 25Q (102718.580000 sec): 3 clusters
  Score: Raw -523835.078596 + Penalty 2869.308201 = -520965.770396
  nChanged 63
		SP:Iteration 26Q (102718.780000 sec): 3 clusters
  Score: Raw -523868.890423 + Penalty 2869.308201 = -520999.582223
  nChanged 56
		SP:Iteration 27Q (102718.930000 sec): 3 clusters
  Score: Raw -523898.650610 + Penalty 2869.308201 = -521029.342409
  nChanged 57
		SP:Iteration 28Q (102719.040000 sec): 3 clusters
  Score: Raw -523929.484082 + Penalty 2869.308201 = -521060.175881
  nChanged 55
		SP:Iteration 29Q (102719.150000 sec): 3 clusters
  Score: Raw -523956.287830 + Penalty 2869.308201 = -521086.979629
  nChanged 50
		SP:Iteration 30Q (102719.260000 sec): 3 clusters
  Score: Raw -523984.427016 + Penalty 2869.308201 = -521115.118816
  nChanged 49
		SP:Iteration 31Q (102719.370000 sec): 3 clusters
  Score: Raw -524014.754631 + Penalty 2869.308201 = -521145.446430
  nChanged 51
		SP:Iteration 32Q (102719.480000 sec): 3 clusters
  Score: Raw -524045.085735 + Penalty 2869.308201 = -521175.777534
  nChanged 47
		SP:Iteration 33Q (102719.600000 sec): 3 clusters
  Score: Raw -524070.671711 + Penalty 2869.308201 = -521201.363511
  nChanged 32
		SP:Iteration 34Q (102719.710000 sec): 3 clusters
  Score: Raw -524087.543570 + Penalty 2869.308201 = -521218.235369
  nChanged 29
		SP:Iteration 35Q (102719.870000 sec): 3 clusters
  Score: Raw -524099.922582 + Penalty 2869.308201 = -521230.614382
  nChanged 23
		SP:Iteration 36Q (102719.980000 sec): 3 clusters
  Score: Raw -524108.453913 + Penalty 2869.308201 = -521239.145713
  nChanged 28
		SP:Iteration 37Q (102720.180000 sec): 3 clusters
  Score: Raw -524129.396798 + Penalty 2869.308201 = -521260.088597
  nChanged 38
		SP:Iteration 38Q (102720.390000 sec): 3 clusters
  Score: Raw -524154.676685 + Penalty 2869.308201 = -521285.368484
  nChanged 35
		SP:Iteration 39Q (102720.600000 sec): 3 clusters
  Score: Raw -524176.797869 + Penalty 2869.308201 = -521307.489668
  nChanged 25
		SP:Iteration 40F (102720.800000 sec): 3 clusters
  Score: Raw -524188.757161 + Penalty 2869.308201 = -521319.448960
  nChanged 21
		SP:Iteration 41Q (102721.000000 sec): 3 clusters
  Score: Raw -524196.658533 + Penalty 2869.308201 = -521327.350333
  nChanged 13
		SP:Iteration 42Q (102721.210000 sec): 3 clusters
  Score: Raw -524202.647613 + Penalty 2869.308201 = -521333.339412
  nChanged 12
		SP:Iteration 43Q (102721.310000 sec): 3 clusters
  Score: Raw -524208.910959 + Penalty 2869.308201 = -521339.602758
  nChanged 14
		SP:Iteration 44Q (102721.420000 sec): 3 clusters
  Score: Raw -524214.368710 + Penalty 2869.308201 = -521345.060509
  nChanged 9
		SP:Iteration 45Q (102721.520000 sec): 3 clusters
  Score: Raw -524218.244303 + Penalty 2869.308201 = -521348.936102
  nChanged 7
		SP:Iteration 46Q (102721.620000 sec): 3 clusters
  Score: Raw -524220.341377 + Penalty 2869.308201 = -521351.033177
  nChanged 4
		SP:Iteration 47Q (102721.730000 sec): 3 clusters
  Score: Raw -524221.931590 + Penalty 2869.308201 = -521352.623390
  nChanged 8
		SP:Iteration 48Q (102721.930000 sec): 3 clusters
  Score: Raw -524226.804789 + Penalty 2869.308201 = -521357.496588
  nChanged 10
		SP:Iteration 49Q (102722.130000 sec): 3 clusters
  Score: Raw -524232.006767 + Penalty 2869.308201 = -521362.698566
  nChanged 11
		SP:Iteration 50Q (102722.340000 sec): 3 clusters
  Score: Raw -524235.908028 + Penalty 2869.308201 = -521366.599827
  nChanged 11
		SP:Iteration 51Q (102722.540000 sec): 3 clusters
  Score: Raw -524241.015844 + Penalty 2869.308201 = -521371.707643
  nChanged 8
		SP:Iteration 52Q (102722.730000 sec): 3 clusters
  Score: Raw -524246.427897 + Penalty 2869.308201 = -521377.119697
  nChanged 6
		SP:Iteration 53Q (102722.840000 sec): 3 clusters
  Score: Raw -524248.890143 + Penalty 2869.308201 = -521379.581942
  nChanged 3
		SP:Iteration 54Q (102722.950000 sec): 3 clusters
  Score: Raw -524249.974740 + Penalty 2869.308201 = -521380.666539
  nChanged 3
		SP:Iteration 55Q (102723.060000 sec): 3 clusters
  Score: Raw -524251.717940 + Penalty 2869.308201 = -521382.409739
  nChanged 7
		SP:Iteration 56Q (102723.230000 sec): 3 clusters
  Score: Raw -524256.809941 + Penalty 2869.308201 = -521387.501740
  nChanged 7
		SP:Iteration 57Q (102723.440000 sec): 3 clusters
  Score: Raw -524262.096965 + Penalty 2869.308201 = -521392.788764
  nChanged 7
		SP:Iteration 58Q (102723.630000 sec): 3 clusters
  Score: Raw -524265.806481 + Penalty 2869.308201 = -521396.498280
  nChanged 4
		SP:Iteration 59Q (102723.740000 sec): 3 clusters
  Score: Raw -524268.421433 + Penalty 2869.308201 = -521399.113232
  nChanged 4
		SP:Iteration 60F (102723.850000 sec): 3 clusters
  Score: Raw -524269.979488 + Penalty 2869.308201 = -521400.671287
  nChanged 2
		SP:Iteration 61Q (102723.950000 sec): 3 clusters
  Score: Raw -524270.421395 + Penalty 2869.308201 = -521401.113195
  nChanged 1
		SP:Iteration 62Q (102724.060000 sec): 3 clusters
  Score: Raw -524270.574769 + Penalty 2869.308201 = -521401.266568
  nChanged 0
		SP:Iteration 63F (102724.180000 sec): 3 clusters
  Score: Raw -524270.574769 + Penalty 2869.308201 = -521401.266568
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 16 (7688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102724.310000 sec): 2 clusters
  Score: Raw -664682.360787 + Penalty 1453.955092 = -663228.405695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102724.510000 sec): 3 clusters
  Score: Raw -660524.407236 + Penalty 2907.910184 = -657616.497052
  nChanged 3348
		SP:Iteration 1F (102724.710000 sec): 3 clusters
  Score: Raw -663068.051583 + Penalty 2907.910184 = -660160.141399
  nChanged 796
		SP:Iteration 2F (102724.910000 sec): 3 clusters
  Score: Raw -663855.891596 + Penalty 2907.910184 = -660947.981412
  nChanged 653
		SP:Iteration 3F (102725.110000 sec): 3 clusters
  Score: Raw -664454.965982 + Penalty 2907.910184 = -661547.055798
  nChanged 504
		SP:Iteration 4F (102725.310000 sec): 3 clusters
  Score: Raw -664845.121628 + Penalty 2907.910184 = -661937.211444
  nChanged 359
		SP:Iteration 5Q (102725.510000 sec): 3 clusters
  Score: Raw -665075.573811 + Penalty 2907.910184 = -662167.663627
  nChanged 261
		SP:Iteration 6Q (102725.710000 sec): 3 clusters
  Score: Raw -665222.551994 + Penalty 2907.910184 = -662314.641810
  nChanged 197
		SP:Iteration 7Q (102725.920000 sec): 3 clusters
  Score: Raw -665313.709253 + Penalty 2907.910184 = -662405.799069
  nChanged 154
		SP:Iteration 8Q (102726.120000 sec): 3 clusters
  Score: Raw -665383.532169 + Penalty 2907.910184 = -662475.621985
  nChanged 126
		SP:Iteration 9Q (102726.320000 sec): 3 clusters
  Score: Raw -665440.800658 + Penalty 2907.910184 = -662532.890474
  nChanged 126
		SP:Iteration 10Q (102726.520000 sec): 3 clusters
  Score: Raw -665506.728540 + Penalty 2907.910184 = -662598.818356
  nChanged 108
		SP:Iteration 11Q (102726.720000 sec): 3 clusters
  Score: Raw -665544.595500 + Penalty 2907.910184 = -662636.685317
  nChanged 89
		SP:Iteration 12Q (102726.920000 sec): 3 clusters
  Score: Raw -665578.430742 + Penalty 2907.910184 = -662670.520558
  nChanged 91
		SP:Iteration 13Q (102727.120000 sec): 3 clusters
  Score: Raw -665615.655246 + Penalty 2907.910184 = -662707.745062
  nChanged 85
		SP:Iteration 14Q (102727.320000 sec): 3 clusters
  Score: Raw -665645.015637 + Penalty 2907.910184 = -662737.105453
  nChanged 73
		SP:Iteration 15Q (102727.520000 sec): 3 clusters
  Score: Raw -665670.473735 + Penalty 2907.910184 = -662762.563551
  nChanged 52
		SP:Iteration 16Q (102727.730000 sec): 3 clusters
  Score: Raw -665691.560425 + Penalty 2907.910184 = -662783.650241
  nChanged 53
		SP:Iteration 17Q (102727.930000 sec): 3 clusters
  Score: Raw -665713.137146 + Penalty 2907.910184 = -662805.226962
  nChanged 57
		SP:Iteration 18Q (102728.120000 sec): 3 clusters
  Score: Raw -665736.951130 + Penalty 2907.910184 = -662829.040946
  nChanged 57
		SP:Iteration 19Q (102728.320000 sec): 3 clusters
  Score: Raw -665758.966704 + Penalty 2907.910184 = -662851.056520
  nChanged 60
		SP:Iteration 20F (102728.530000 sec): 3 clusters
  Score: Raw -665790.023117 + Penalty 2907.910184 = -662882.112933
  nChanged 52
		SP:Iteration 21Q (102728.730000 sec): 3 clusters
  Score: Raw -665819.098223 + Penalty 2907.910184 = -662911.188039
  nChanged 50
		SP:Iteration 22Q (102728.930000 sec): 3 clusters
  Score: Raw -665837.507168 + Penalty 2907.910184 = -662929.596984
  nChanged 36
		SP:Iteration 23Q (102729.130000 sec): 3 clusters
  Score: Raw -665847.784894 + Penalty 2907.910184 = -662939.874710
  nChanged 32
		SP:Iteration 24Q (102729.330000 sec): 3 clusters
  Score: Raw -665855.305222 + Penalty 2907.910184 = -662947.395038
  nChanged 21
		SP:Iteration 25Q (102729.530000 sec): 3 clusters
  Score: Raw -665858.613058 + Penalty 2907.910184 = -662950.702875
  nChanged 12
		SP:Iteration 26Q (102729.730000 sec): 3 clusters
  Score: Raw -665860.459130 + Penalty 2907.910184 = -662952.548946
  nChanged 13
		SP:Iteration 27Q (102729.930000 sec): 3 clusters
  Score: Raw -665862.650932 + Penalty 2907.910184 = -662954.740748
  nChanged 8
		SP:Iteration 28Q (102730.130000 sec): 3 clusters
  Score: Raw -665864.096659 + Penalty 2907.910184 = -662956.186475
  nChanged 6
		SP:Iteration 29Q (102730.330000 sec): 3 clusters
  Score: Raw -665864.712735 + Penalty 2907.910184 = -662956.802551
  nChanged 2
		SP:Iteration 30Q (102730.530000 sec): 3 clusters
  Score: Raw -665864.961426 + Penalty 2907.910184 = -662957.051242
  nChanged 1
		SP:Iteration 31Q (102730.730000 sec): 3 clusters
  Score: Raw -665865.055724 + Penalty 2907.910184 = -662957.145540
  nChanged 1
		SP:Iteration 32Q (102730.930000 sec): 3 clusters
  Score: Raw -665865.325476 + Penalty 2907.910184 = -662957.415292
  nChanged 3
		SP:Iteration 33Q (102731.130000 sec): 3 clusters
  Score: Raw -665865.708729 + Penalty 2907.910184 = -662957.798545
  nChanged 6
		SP:Iteration 34Q (102731.320000 sec): 3 clusters
  Score: Raw -665866.350275 + Penalty 2907.910184 = -662958.440091
  nChanged 3
		SP:Iteration 35Q (102731.520000 sec): 3 clusters
  Score: Raw -665866.644761 + Penalty 2907.910184 = -662958.734577
  nChanged 1
		SP:Iteration 36Q (102731.720000 sec): 3 clusters
  Score: Raw -665866.857666 + Penalty 2907.910184 = -662958.947482
  nChanged 2
		SP:Iteration 37Q (102731.920000 sec): 3 clusters
  Score: Raw -665867.074611 + Penalty 2907.910184 = -662959.164427
  nChanged 1
		SP:Iteration 38Q (102732.110000 sec): 3 clusters
  Score: Raw -665867.330508 + Penalty 2907.910184 = -662959.420324
  nChanged 1
		SP:Iteration 39Q (102732.310000 sec): 3 clusters
  Score: Raw -665867.433457 + Penalty 2907.910184 = -662959.523273
  nChanged 0
		SP:Iteration 40F (102732.510000 sec): 3 clusters
  Score: Raw -665867.433457 + Penalty 2907.910184 = -662959.523273
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 17 (4915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102732.590000 sec): 2 clusters
  Score: Raw -416438.589046 + Penalty 1381.257643 = -415057.331403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102732.790000 sec): 3 clusters
  Score: Raw -413898.950069 + Penalty 2762.515286 = -411136.434783
  nChanged 2016
		SP:Iteration 1F (102732.960000 sec): 3 clusters
  Score: Raw -415150.695894 + Penalty 2762.515286 = -412388.180608
  nChanged 406
		SP:Iteration 2F (102733.130000 sec): 3 clusters
  Score: Raw -415399.846693 + Penalty 2762.515286 = -412637.331408
  nChanged 296
		SP:Iteration 3F (102733.310000 sec): 3 clusters
  Score: Raw -415567.152760 + Penalty 2762.515286 = -412804.637475
  nChanged 226
		SP:Iteration 4Q (102733.480000 sec): 3 clusters
  Score: Raw -415677.125033 + Penalty 2762.515286 = -412914.609747
  nChanged 199
		SP:Iteration 5Q (102733.660000 sec): 3 clusters
  Score: Raw -415776.455827 + Penalty 2762.515286 = -413013.940541
  nChanged 156
		SP:Iteration 6Q (102733.840000 sec): 3 clusters
  Score: Raw -415856.599169 + Penalty 2762.515286 = -413094.083883
  nChanged 143
		SP:Iteration 7Q (102734.010000 sec): 3 clusters
  Score: Raw -415926.601583 + Penalty 2762.515286 = -413164.086297
  nChanged 124
		SP:Iteration 8Q (102734.190000 sec): 3 clusters
  Score: Raw -415987.623668 + Penalty 2762.515286 = -413225.108383
  nChanged 126
		SP:Iteration 9Q (102734.360000 sec): 3 clusters
  Score: Raw -416048.324632 + Penalty 2762.515286 = -413285.809346
  nChanged 113
		SP:Iteration 10Q (102734.540000 sec): 3 clusters
  Score: Raw -416113.586680 + Penalty 2762.515286 = -413351.071395
  nChanged 110
		SP:Iteration 11Q (102734.720000 sec): 3 clusters
  Score: Raw -416167.281900 + Penalty 2762.515286 = -413404.766614
  nChanged 100
		SP:Iteration 12Q (102734.890000 sec): 3 clusters
  Score: Raw -416223.242027 + Penalty 2762.515286 = -413460.726741
  nChanged 93
		SP:Iteration 13Q (102735.070000 sec): 3 clusters
  Score: Raw -416271.689340 + Penalty 2762.515286 = -413509.174054
  nChanged 81
		SP:Iteration 14Q (102735.240000 sec): 3 clusters
  Score: Raw -416304.252197 + Penalty 2762.515286 = -413541.736911
  nChanged 80
		SP:Iteration 15Q (102735.420000 sec): 3 clusters
  Score: Raw -416338.210331 + Penalty 2762.515286 = -413575.695046
  nChanged 78
		SP:Iteration 16Q (102735.590000 sec): 3 clusters
  Score: Raw -416375.219205 + Penalty 2762.515286 = -413612.703920
  nChanged 94
		SP:Iteration 17Q (102735.770000 sec): 3 clusters
  Score: Raw -416422.780388 + Penalty 2762.515286 = -413660.265102
  nChanged 86
		SP:Iteration 18Q (102735.940000 sec): 3 clusters
  Score: Raw -416469.902682 + Penalty 2762.515286 = -413707.387396
  nChanged 87
		SP:Iteration 19Q (102736.120000 sec): 3 clusters
  Score: Raw -416545.576608 + Penalty 2762.515286 = -413783.061323
  nChanged 111
		SP:Iteration 20F (102736.300000 sec): 3 clusters
  Score: Raw -416629.327109 + Penalty 2762.515286 = -413866.811823
  nChanged 119
		SP:Iteration 21Q (102736.470000 sec): 3 clusters
  Score: Raw -416726.170011 + Penalty 2762.515286 = -413963.654725
  nChanged 123
		SP:Iteration 22Q (102736.650000 sec): 3 clusters
  Score: Raw -416823.580053 + Penalty 2762.515286 = -414061.064767
  nChanged 118
		SP:Iteration 23Q (102736.820000 sec): 3 clusters
  Score: Raw -416911.134110 + Penalty 2762.515286 = -414148.618824
  nChanged 122
		SP:Iteration 24Q (102737.040000 sec): 3 clusters
  Score: Raw -417004.439142 + Penalty 2762.515286 = -414241.923857
  nChanged 99
		SP:Iteration 25Q (102737.220000 sec): 3 clusters
  Score: Raw -417069.074850 + Penalty 2762.515286 = -414306.559564
  nChanged 83
		SP:Iteration 26Q (102737.370000 sec): 3 clusters
  Score: Raw -417115.766698 + Penalty 2762.515286 = -414353.251413
  nChanged 64
		SP:Iteration 27Q (102737.540000 sec): 3 clusters
  Score: Raw -417155.090698 + Penalty 2762.515286 = -414392.575412
  nChanged 64
		SP:Iteration 28Q (102737.720000 sec): 3 clusters
  Score: Raw -417194.497883 + Penalty 2762.515286 = -414431.982597
  nChanged 52
		SP:Iteration 29Q (102737.890000 sec): 3 clusters
  Score: Raw -417230.666693 + Penalty 2762.515286 = -414468.151407
  nChanged 57
		SP:Iteration 30Q (102738.070000 sec): 3 clusters
  Score: Raw -417260.297145 + Penalty 2762.515286 = -414497.781860
  nChanged 45
		SP:Iteration 31Q (102738.240000 sec): 3 clusters
  Score: Raw -417283.413080 + Penalty 2762.515286 = -414520.897794
  nChanged 41
		SP:Iteration 32Q (102738.410000 sec): 3 clusters
  Score: Raw -417301.775302 + Penalty 2762.515286 = -414539.260017
  nChanged 37
		SP:Iteration 33Q (102738.580000 sec): 3 clusters
  Score: Raw -417319.610490 + Penalty 2762.515286 = -414557.095204
  nChanged 33
		SP:Iteration 34Q (102738.760000 sec): 3 clusters
  Score: Raw -417335.354279 + Penalty 2762.515286 = -414572.838994
  nChanged 23
		SP:Iteration 35Q (102738.940000 sec): 3 clusters
  Score: Raw -417347.770015 + Penalty 2762.515286 = -414585.254729
  nChanged 18
		SP:Iteration 36Q (102739.110000 sec): 3 clusters
  Score: Raw -417352.274811 + Penalty 2762.515286 = -414589.759526
  nChanged 8
		SP:Iteration 37Q (102739.280000 sec): 3 clusters
  Score: Raw -417354.433776 + Penalty 2762.515286 = -414591.918491
  nChanged 11
		SP:Iteration 38Q (102739.460000 sec): 3 clusters
  Score: Raw -417356.924303 + Penalty 2762.515286 = -414594.409017
  nChanged 6
		SP:Iteration 39Q (102739.560000 sec): 3 clusters
  Score: Raw -417358.482799 + Penalty 2762.515286 = -414595.967513
  nChanged 6
		SP:Iteration 40F (102739.650000 sec): 3 clusters
  Score: Raw -417360.761588 + Penalty 2762.515286 = -414598.246302
  nChanged 7
		SP:Iteration 41Q (102739.750000 sec): 3 clusters
  Score: Raw -417363.490320 + Penalty 2762.515286 = -414600.975034
  nChanged 4
		SP:Iteration 42Q (102739.840000 sec): 3 clusters
  Score: Raw -417364.507780 + Penalty 2762.515286 = -414601.992494
  nChanged 3
		SP:Iteration 43Q (102739.940000 sec): 3 clusters
  Score: Raw -417365.042416 + Penalty 2762.515286 = -414602.527130
  nChanged 0
		SP:Iteration 44F (102740.030000 sec): 3 clusters
  Score: Raw -417365.042416 + Penalty 2762.515286 = -414602.527130
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 18 (14159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102740.200000 sec): 2 clusters
  Score: Raw -1216257.650567 + Penalty 1553.192183 = -1214704.458384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102740.580000 sec): 3 clusters
  Score: Raw -1208063.216634 + Penalty 3106.384367 = -1204956.832267
  nChanged 6204
		SP:Iteration 1F (102740.820000 sec): 3 clusters
  Score: Raw -1211634.273190 + Penalty 3106.384367 = -1208527.888823
  nChanged 1044
		SP:Iteration 2F (102741.090000 sec): 3 clusters
  Score: Raw -1212213.570311 + Penalty 3106.384367 = -1209107.185945
  nChanged 982
		SP:Iteration 3F (102741.370000 sec): 3 clusters
  Score: Raw -1212822.118285 + Penalty 3106.384367 = -1209715.733918
  nChanged 934
		SP:Iteration 4F (102741.650000 sec): 3 clusters
  Score: Raw -1213392.556835 + Penalty 3106.384367 = -1210286.172468
  nChanged 829
		SP:Iteration 5F (102741.930000 sec): 3 clusters
  Score: Raw -1213844.737908 + Penalty 3106.384367 = -1210738.353541
  nChanged 679
		SP:Iteration 6Q (102742.200000 sec): 3 clusters
  Score: Raw -1214173.071753 + Penalty 3106.384367 = -1211066.687386
  nChanged 590
		SP:Iteration 7Q (102742.480000 sec): 3 clusters
  Score: Raw -1214451.529942 + Penalty 3106.384367 = -1211345.145576
  nChanged 474
		SP:Iteration 8Q (102742.760000 sec): 3 clusters
  Score: Raw -1214649.781054 + Penalty 3106.384367 = -1211543.396687
  nChanged 385
		SP:Iteration 9Q (102743.040000 sec): 3 clusters
  Score: Raw -1214823.926247 + Penalty 3106.384367 = -1211717.541880
  nChanged 357
		SP:Iteration 10Q (102743.320000 sec): 3 clusters
  Score: Raw -1214991.273569 + Penalty 3106.384367 = -1211884.889203
  nChanged 344
		SP:Iteration 11Q (102743.610000 sec): 3 clusters
  Score: Raw -1215148.221030 + Penalty 3106.384367 = -1212041.836664
  nChanged 307
		SP:Iteration 12Q (102743.930000 sec): 3 clusters
  Score: Raw -1215283.558784 + Penalty 3106.384367 = -1212177.174418
  nChanged 300
		SP:Iteration 13Q (102744.170000 sec): 3 clusters
  Score: Raw -1215449.872402 + Penalty 3106.384367 = -1212343.488036
  nChanged 302
		SP:Iteration 14Q (102744.450000 sec): 3 clusters
  Score: Raw -1215619.257164 + Penalty 3106.384367 = -1212512.872797
  nChanged 278
		SP:Iteration 15Q (102744.740000 sec): 3 clusters
  Score: Raw -1215799.680687 + Penalty 3106.384367 = -1212693.296320
  nChanged 239
		SP:Iteration 16Q (102745.020000 sec): 3 clusters
  Score: Raw -1215963.311862 + Penalty 3106.384367 = -1212856.927495
  nChanged 237
		SP:Iteration 17Q (102745.300000 sec): 3 clusters
  Score: Raw -1216149.206848 + Penalty 3106.384367 = -1213042.822481
  nChanged 208
		SP:Iteration 18Q (102745.570000 sec): 3 clusters
  Score: Raw -1216305.429041 + Penalty 3106.384367 = -1213199.044674
  nChanged 175
		SP:Iteration 19Q (102745.900000 sec): 3 clusters
  Score: Raw -1216422.922163 + Penalty 3106.384367 = -1213316.537796
  nChanged 150
		SP:Iteration 20F (102746.130000 sec): 3 clusters
  Score: Raw -1216511.184618 + Penalty 3106.384367 = -1213404.800251
  nChanged 134
		SP:Iteration 21Q (102746.410000 sec): 3 clusters
  Score: Raw -1216569.068217 + Penalty 3106.384367 = -1213462.683851
  nChanged 99
		SP:Iteration 22Q (102746.670000 sec): 3 clusters
  Score: Raw -1216603.989805 + Penalty 3106.384367 = -1213497.605438
  nChanged 70
		SP:Iteration 23Q (102746.950000 sec): 3 clusters
  Score: Raw -1216628.581139 + Penalty 3106.384367 = -1213522.196772
  nChanged 69
		SP:Iteration 24Q (102747.230000 sec): 3 clusters
  Score: Raw -1216656.596187 + Penalty 3106.384367 = -1213550.211820
  nChanged 61
		SP:Iteration 25Q (102747.510000 sec): 3 clusters
  Score: Raw -1216679.834324 + Penalty 3106.384367 = -1213573.449958
  nChanged 46
		SP:Iteration 26Q (102747.740000 sec): 3 clusters
  Score: Raw -1216695.020413 + Penalty 3106.384367 = -1213588.636046
  nChanged 30
		SP:Iteration 27Q (102748.010000 sec): 3 clusters
  Score: Raw -1216705.186914 + Penalty 3106.384367 = -1213598.802547
  nChanged 27
		SP:Iteration 28Q (102748.250000 sec): 3 clusters
  Score: Raw -1216715.079897 + Penalty 3106.384367 = -1213608.695531
  nChanged 32
		SP:Iteration 29Q (102748.520000 sec): 3 clusters
  Score: Raw -1216724.196747 + Penalty 3106.384367 = -1213617.812381
  nChanged 22
		SP:Iteration 30Q (102748.780000 sec): 3 clusters
  Score: Raw -1216732.668584 + Penalty 3106.384367 = -1213626.284217
  nChanged 24
		SP:Iteration 31Q (102748.950000 sec): 3 clusters
  Score: Raw -1216742.861646 + Penalty 3106.384367 = -1213636.477280
  nChanged 28
		SP:Iteration 32Q (102749.260000 sec): 3 clusters
  Score: Raw -1216753.042843 + Penalty 3106.384367 = -1213646.658476
  nChanged 27
		SP:Iteration 33Q (102749.540000 sec): 3 clusters
  Score: Raw -1216761.172671 + Penalty 3106.384367 = -1213654.788304
  nChanged 16
		SP:Iteration 34Q (102749.770000 sec): 3 clusters
  Score: Raw -1216766.407088 + Penalty 3106.384367 = -1213660.022721
  nChanged 16
		SP:Iteration 35Q (102750.050000 sec): 3 clusters
  Score: Raw -1216769.685531 + Penalty 3106.384367 = -1213663.301165
  nChanged 8
		SP:Iteration 36Q (102750.280000 sec): 3 clusters
  Score: Raw -1216771.938282 + Penalty 3106.384367 = -1213665.553916
  nChanged 7
		SP:Iteration 37Q (102750.560000 sec): 3 clusters
  Score: Raw -1216774.526119 + Penalty 3106.384367 = -1213668.141752
  nChanged 8
		SP:Iteration 38Q (102750.770000 sec): 3 clusters
  Score: Raw -1216776.608786 + Penalty 3106.384367 = -1213670.224420
  nChanged 8
		SP:Iteration 39Q (102750.940000 sec): 3 clusters
  Score: Raw -1216778.003208 + Penalty 3106.384367 = -1213671.618841
  nChanged 7
		SP:Iteration 40F (102751.210000 sec): 3 clusters
  Score: Raw -1216779.311736 + Penalty 3106.384367 = -1213672.927369
  nChanged 4
		SP:Iteration 41Q (102751.450000 sec): 3 clusters
  Score: Raw -1216780.133354 + Penalty 3106.384367 = -1213673.748988
  nChanged 4
		SP:Iteration 42Q (102751.730000 sec): 3 clusters
  Score: Raw -1216780.669144 + Penalty 3106.384367 = -1213674.284777
  nChanged 2
		SP:Iteration 43Q (102752.010000 sec): 3 clusters
  Score: Raw -1216780.904518 + Penalty 3106.384367 = -1213674.520152
  nChanged 0
		SP:Iteration 44F (102752.260000 sec): 3 clusters
  Score: Raw -1216780.904518 + Penalty 3106.384367 = -1213674.520152
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 19 (4726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102752.360000 sec): 2 clusters
  Score: Raw -348671.982585 + Penalty 1374.885599 = -347297.096986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102752.580000 sec): 3 clusters
  Score: Raw -346243.117787 + Penalty 2749.771199 = -343493.346588
  nChanged 1917
		SP:Iteration 1F (102752.750000 sec): 3 clusters
  Score: Raw -347612.461913 + Penalty 2749.771199 = -344862.690714
  nChanged 492
		SP:Iteration 2F (102752.920000 sec): 3 clusters
  Score: Raw -348114.367342 + Penalty 2749.771199 = -345364.596144
  nChanged 403
		SP:Iteration 3F (102753.100000 sec): 3 clusters
  Score: Raw -348475.559210 + Penalty 2749.771199 = -345725.788012
  nChanged 302
		SP:Iteration 4F (102753.280000 sec): 3 clusters
  Score: Raw -348728.440574 + Penalty 2749.771199 = -345978.669375
  nChanged 224
		SP:Iteration 5Q (102753.450000 sec): 3 clusters
  Score: Raw -348891.804590 + Penalty 2749.771199 = -346142.033391
  nChanged 165
		SP:Iteration 6Q (102753.630000 sec): 3 clusters
  Score: Raw -348996.352160 + Penalty 2749.771199 = -346246.580962
  nChanged 134
		SP:Iteration 7Q (102753.800000 sec): 3 clusters
  Score: Raw -349078.613424 + Penalty 2749.771199 = -346328.842225
  nChanged 104
		SP:Iteration 8Q (102753.980000 sec): 3 clusters
  Score: Raw -349132.150615 + Penalty 2749.771199 = -346382.379416
  nChanged 78
		SP:Iteration 9Q (102754.150000 sec): 3 clusters
  Score: Raw -349171.309923 + Penalty 2749.771199 = -346421.538725
  nChanged 62
		SP:Iteration 10Q (102754.330000 sec): 3 clusters
  Score: Raw -349200.325709 + Penalty 2749.771199 = -346450.554510
  nChanged 40
		SP:Iteration 11Q (102754.500000 sec): 3 clusters
  Score: Raw -349213.042209 + Penalty 2749.771199 = -346463.271010
  nChanged 27
		SP:Iteration 12Q (102754.680000 sec): 3 clusters
  Score: Raw -349220.407489 + Penalty 2749.771199 = -346470.636290
  nChanged 17
		SP:Iteration 13Q (102754.860000 sec): 3 clusters
  Score: Raw -349224.742175 + Penalty 2749.771199 = -346474.970976
  nChanged 13
		SP:Iteration 14Q (102755.030000 sec): 3 clusters
  Score: Raw -349228.949132 + Penalty 2749.771199 = -346479.177934
  nChanged 12
		SP:Iteration 15Q (102755.210000 sec): 3 clusters
  Score: Raw -349231.966997 + Penalty 2749.771199 = -346482.195798
  nChanged 8
		SP:Iteration 16Q (102755.390000 sec): 3 clusters
  Score: Raw -349233.924600 + Penalty 2749.771199 = -346484.153401
  nChanged 10
		SP:Iteration 17Q (102755.560000 sec): 3 clusters
  Score: Raw -349236.905666 + Penalty 2749.771199 = -346487.134467
  nChanged 12
		SP:Iteration 18Q (102755.730000 sec): 3 clusters
  Score: Raw -349240.186760 + Penalty 2749.771199 = -346490.415562
  nChanged 12
		SP:Iteration 19Q (102755.910000 sec): 3 clusters
  Score: Raw -349243.442458 + Penalty 2749.771199 = -346493.671259
  nChanged 14
		SP:Iteration 20F (102756.090000 sec): 3 clusters
  Score: Raw -349247.703405 + Penalty 2749.771199 = -346497.932206
  nChanged 12
		SP:Iteration 21Q (102756.260000 sec): 3 clusters
  Score: Raw -349249.773097 + Penalty 2749.771199 = -346500.001898
  nChanged 6
		SP:Iteration 22Q (102756.440000 sec): 3 clusters
  Score: Raw -349251.136926 + Penalty 2749.771199 = -346501.365727
  nChanged 1
		SP:Iteration 23Q (102756.610000 sec): 3 clusters
  Score: Raw -349251.181770 + Penalty 2749.771199 = -346501.410572
  nChanged 0
		SP:Iteration 24F (102756.790000 sec): 3 clusters
  Score: Raw -349251.181770 + Penalty 2749.771199 = -346501.410572
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 20 (5235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102756.880000 sec): 2 clusters
  Score: Raw -377721.543888 + Penalty 1391.507345 = -376330.036543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102757.050000 sec): 3 clusters
  Score: Raw -374913.211072 + Penalty 2783.014690 = -372130.196382
  nChanged 2156
		SP:Iteration 1F (102757.230000 sec): 3 clusters
  Score: Raw -376198.713522 + Penalty 2783.014690 = -373415.698832
  nChanged 443
		SP:Iteration 2F (102757.400000 sec): 3 clusters
  Score: Raw -376562.494305 + Penalty 2783.014690 = -373779.479615
  nChanged 401
		SP:Iteration 3F (102757.570000 sec): 3 clusters
  Score: Raw -376895.648563 + Penalty 2783.014690 = -374112.633873
  nChanged 357
		SP:Iteration 4F (102757.750000 sec): 3 clusters
  Score: Raw -377210.502133 + Penalty 2783.014690 = -374427.487443
  nChanged 300
		SP:Iteration 5F (102757.920000 sec): 3 clusters
  Score: Raw -377433.464705 + Penalty 2783.014690 = -374650.450015
  nChanged 253
		SP:Iteration 6Q (102758.090000 sec): 3 clusters
  Score: Raw -377593.016595 + Penalty 2783.014690 = -374810.001905
  nChanged 204
		SP:Iteration 7Q (102758.270000 sec): 3 clusters
  Score: Raw -377704.252616 + Penalty 2783.014690 = -374921.237926
  nChanged 150
		SP:Iteration 8Q (102758.440000 sec): 3 clusters
  Score: Raw -377778.045220 + Penalty 2783.014690 = -374995.030530
  nChanged 106
		SP:Iteration 9Q (102758.610000 sec): 3 clusters
  Score: Raw -377826.581631 + Penalty 2783.014690 = -375043.566941
  nChanged 96
		SP:Iteration 10Q (102758.790000 sec): 3 clusters
  Score: Raw -377869.246983 + Penalty 2783.014690 = -375086.232293
  nChanged 91
		SP:Iteration 11Q (102758.960000 sec): 3 clusters
  Score: Raw -377908.033539 + Penalty 2783.014690 = -375125.018848
  nChanged 79
		SP:Iteration 12Q (102759.130000 sec): 3 clusters
  Score: Raw -377942.655405 + Penalty 2783.014690 = -375159.640715
  nChanged 70
		SP:Iteration 13Q (102759.310000 sec): 3 clusters
  Score: Raw -377980.280299 + Penalty 2783.014690 = -375197.265609
  nChanged 74
		SP:Iteration 14Q (102759.480000 sec): 3 clusters
  Score: Raw -378010.051611 + Penalty 2783.014690 = -375227.036921
  nChanged 63
		SP:Iteration 15Q (102759.650000 sec): 3 clusters
  Score: Raw -378029.449582 + Penalty 2783.014690 = -375246.434892
  nChanged 44
		SP:Iteration 16Q (102759.830000 sec): 3 clusters
  Score: Raw -378044.713050 + Penalty 2783.014690 = -375261.698360
  nChanged 39
		SP:Iteration 17Q (102760.000000 sec): 3 clusters
  Score: Raw -378058.567085 + Penalty 2783.014690 = -375275.552395
  nChanged 40
		SP:Iteration 18Q (102760.170000 sec): 3 clusters
  Score: Raw -378072.376522 + Penalty 2783.014690 = -375289.361832
  nChanged 30
		SP:Iteration 19Q (102760.350000 sec): 3 clusters
  Score: Raw -378081.124517 + Penalty 2783.014690 = -375298.109827
  nChanged 28
		SP:Iteration 20F (102760.520000 sec): 3 clusters
  Score: Raw -378087.917659 + Penalty 2783.014690 = -375304.902969
  nChanged 26
		SP:Iteration 21Q (102760.690000 sec): 3 clusters
  Score: Raw -378093.077368 + Penalty 2783.014690 = -375310.062678
  nChanged 22
		SP:Iteration 22Q (102760.870000 sec): 3 clusters
  Score: Raw -378097.245401 + Penalty 2783.014690 = -375314.230711
  nChanged 18
		SP:Iteration 23Q (102761.040000 sec): 3 clusters
  Score: Raw -378101.590181 + Penalty 2783.014690 = -375318.575491
  nChanged 18
		SP:Iteration 24Q (102761.210000 sec): 3 clusters
  Score: Raw -378108.068799 + Penalty 2783.014690 = -375325.054109
  nChanged 21
		SP:Iteration 25Q (102761.390000 sec): 3 clusters
  Score: Raw -378114.139732 + Penalty 2783.014690 = -375331.125042
  nChanged 19
		SP:Iteration 26Q (102761.560000 sec): 3 clusters
  Score: Raw -378118.677676 + Penalty 2783.014690 = -375335.662986
  nChanged 21
		SP:Iteration 27Q (102761.730000 sec): 3 clusters
  Score: Raw -378124.510109 + Penalty 2783.014690 = -375341.495419
  nChanged 22
		SP:Iteration 28Q (102761.910000 sec): 3 clusters
  Score: Raw -378131.082827 + Penalty 2783.014690 = -375348.068137
  nChanged 24
		SP:Iteration 29Q (102762.080000 sec): 3 clusters
  Score: Raw -378136.423188 + Penalty 2783.014690 = -375353.408498
  nChanged 18
		SP:Iteration 30Q (102762.260000 sec): 3 clusters
  Score: Raw -378139.897771 + Penalty 2783.014690 = -375356.883081
  nChanged 14
		SP:Iteration 31Q (102762.430000 sec): 3 clusters
  Score: Raw -378142.023515 + Penalty 2783.014690 = -375359.008825
  nChanged 5
		SP:Iteration 32Q (102762.600000 sec): 3 clusters
  Score: Raw -378142.901023 + Penalty 2783.014690 = -375359.886333
  nChanged 6
		SP:Iteration 33Q (102762.780000 sec): 3 clusters
  Score: Raw -378143.969013 + Penalty 2783.014690 = -375360.954323
  nChanged 1
		SP:Iteration 34Q (102762.950000 sec): 3 clusters
  Score: Raw -378144.048185 + Penalty 2783.014690 = -375361.033495
  nChanged 2
		SP:Iteration 35Q (102763.130000 sec): 3 clusters
  Score: Raw -378144.214225 + Penalty 2783.014690 = -375361.199535
  nChanged 2
		SP:Iteration 36Q (102763.300000 sec): 3 clusters
  Score: Raw -378144.601729 + Penalty 2783.014690 = -375361.587039
  nChanged 0
		SP:Iteration 37F (102763.470000 sec): 3 clusters
  Score: Raw -378144.601729 + Penalty 2783.014690 = -375361.587039
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 21 (4924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102763.570000 sec): 2 clusters
  Score: Raw -372803.562419 + Penalty 1381.554929 = -371422.007490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102763.740000 sec): 3 clusters
  Score: Raw -370353.944366 + Penalty 2763.109858 = -367590.834508
  nChanged 1962
		SP:Iteration 1F (102763.920000 sec): 3 clusters
  Score: Raw -371628.567035 + Penalty 2763.109858 = -368865.457177
  nChanged 481
		SP:Iteration 2F (102764.090000 sec): 3 clusters
  Score: Raw -372093.952153 + Penalty 2763.109858 = -369330.842295
  nChanged 425
		SP:Iteration 3F (102764.270000 sec): 3 clusters
  Score: Raw -372550.489429 + Penalty 2763.109858 = -369787.379570
  nChanged 340
		SP:Iteration 4F (102764.440000 sec): 3 clusters
  Score: Raw -372862.859122 + Penalty 2763.109858 = -370099.749264
  nChanged 291
		SP:Iteration 5F (102764.620000 sec): 3 clusters
  Score: Raw -373094.452581 + Penalty 2763.109858 = -370331.342723
  nChanged 203
		SP:Iteration 6Q (102764.790000 sec): 3 clusters
  Score: Raw -373206.661755 + Penalty 2763.109858 = -370443.551897
  nChanged 136
		SP:Iteration 7Q (102764.970000 sec): 3 clusters
  Score: Raw -373281.190139 + Penalty 2763.109858 = -370518.080281
  nChanged 129
		SP:Iteration 8Q (102765.140000 sec): 3 clusters
  Score: Raw -373341.316465 + Penalty 2763.109858 = -370578.206606
  nChanged 98
		SP:Iteration 9Q (102765.320000 sec): 3 clusters
  Score: Raw -373384.170963 + Penalty 2763.109858 = -370621.061105
  nChanged 81
		SP:Iteration 10Q (102765.490000 sec): 3 clusters
  Score: Raw -373421.232797 + Penalty 2763.109858 = -370658.122938
  nChanged 67
		SP:Iteration 11Q (102765.670000 sec): 3 clusters
  Score: Raw -373451.305984 + Penalty 2763.109858 = -370688.196126
  nChanged 76
		SP:Iteration 12Q (102765.850000 sec): 3 clusters
  Score: Raw -373481.207290 + Penalty 2763.109858 = -370718.097431
  nChanged 54
		SP:Iteration 13Q (102766.020000 sec): 3 clusters
  Score: Raw -373497.220064 + Penalty 2763.109858 = -370734.110206
  nChanged 45
		SP:Iteration 14Q (102766.190000 sec): 3 clusters
  Score: Raw -373507.749218 + Penalty 2763.109858 = -370744.639360
  nChanged 34
		SP:Iteration 15Q (102766.370000 sec): 3 clusters
  Score: Raw -373518.421560 + Penalty 2763.109858 = -370755.311701
  nChanged 25
		SP:Iteration 16Q (102766.540000 sec): 3 clusters
  Score: Raw -373526.551806 + Penalty 2763.109858 = -370763.441947
  nChanged 23
		SP:Iteration 17Q (102766.720000 sec): 3 clusters
  Score: Raw -373533.273709 + Penalty 2763.109858 = -370770.163850
  nChanged 17
		SP:Iteration 18Q (102766.890000 sec): 3 clusters
  Score: Raw -373537.475905 + Penalty 2763.109858 = -370774.366046
  nChanged 14
		SP:Iteration 19Q (102767.070000 sec): 3 clusters
  Score: Raw -373542.259114 + Penalty 2763.109858 = -370779.149255
  nChanged 15
		SP:Iteration 20F (102767.250000 sec): 3 clusters
  Score: Raw -373545.480073 + Penalty 2763.109858 = -370782.370215
  nChanged 7
		SP:Iteration 21Q (102767.420000 sec): 3 clusters
  Score: Raw -373546.501281 + Penalty 2763.109858 = -370783.391423
  nChanged 3
		SP:Iteration 22Q (102767.590000 sec): 3 clusters
  Score: Raw -373547.218875 + Penalty 2763.109858 = -370784.109016
  nChanged 4
		SP:Iteration 23Q (102767.770000 sec): 3 clusters
  Score: Raw -373547.905737 + Penalty 2763.109858 = -370784.795879
  nChanged 6
		SP:Iteration 24Q (102767.950000 sec): 3 clusters
  Score: Raw -373548.826126 + Penalty 2763.109858 = -370785.716267
  nChanged 3
		SP:Iteration 25Q (102768.120000 sec): 3 clusters
  Score: Raw -373549.269638 + Penalty 2763.109858 = -370786.159780
  nChanged 2
		SP:Iteration 26Q (102768.300000 sec): 3 clusters
  Score: Raw -373549.513816 + Penalty 2763.109858 = -370786.403958
  nChanged 1
		SP:Iteration 27Q (102768.470000 sec): 3 clusters
  Score: Raw -373549.687467 + Penalty 2763.109858 = -370786.577609
  nChanged 0
		SP:Iteration 28F (102768.650000 sec): 3 clusters
  Score: Raw -373549.687467 + Penalty 2763.109858 = -370786.577609
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 22 (3201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102768.710000 sec): 2 clusters
  Score: Raw -269444.002510 + Penalty 1311.573013 = -268132.429498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102768.890000 sec): 3 clusters
  Score: Raw -267926.812496 + Penalty 2623.146025 = -265303.666471
  nChanged 1266
		SP:Iteration 1F (102769.070000 sec): 3 clusters
  Score: Raw -268982.829043 + Penalty 2623.146025 = -266359.683018
  nChanged 342
		SP:Iteration 2F (102769.240000 sec): 3 clusters
  Score: Raw -269390.531744 + Penalty 2623.146025 = -266767.385718
  nChanged 277
		SP:Iteration 3F (102769.420000 sec): 3 clusters
  Score: Raw -269721.533656 + Penalty 2623.146025 = -267098.387630
  nChanged 225
		SP:Iteration 4F (102769.590000 sec): 3 clusters
  Score: Raw -270010.756133 + Penalty 2623.146025 = -267387.610107
  nChanged 177
		SP:Iteration 5F (102769.770000 sec): 3 clusters
  Score: Raw -270182.431310 + Penalty 2623.146025 = -267559.285284
  nChanged 115
		SP:Iteration 6Q (102769.950000 sec): 3 clusters
  Score: Raw -270290.662287 + Penalty 2623.146025 = -267667.516262
  nChanged 98
		SP:Iteration 7Q (102770.120000 sec): 3 clusters
  Score: Raw -270361.699183 + Penalty 2623.146025 = -267738.553157
  nChanged 67
		SP:Iteration 8Q (102770.290000 sec): 3 clusters
  Score: Raw -270397.074185 + Penalty 2623.146025 = -267773.928159
  nChanged 36
		SP:Iteration 9Q (102770.470000 sec): 3 clusters
  Score: Raw -270417.602370 + Penalty 2623.146025 = -267794.456345
  nChanged 22
		SP:Iteration 10Q (102770.650000 sec): 3 clusters
  Score: Raw -270425.724762 + Penalty 2623.146025 = -267802.578737
  nChanged 18
		SP:Iteration 11Q (102770.820000 sec): 3 clusters
  Score: Raw -270432.007506 + Penalty 2623.146025 = -267808.861480
  nChanged 7
		SP:Iteration 12Q (102771.000000 sec): 3 clusters
  Score: Raw -270433.908050 + Penalty 2623.146025 = -267810.762024
  nChanged 3
		SP:Iteration 13Q (102771.170000 sec): 3 clusters
  Score: Raw -270434.368432 + Penalty 2623.146025 = -267811.222406
  nChanged 3
		SP:Iteration 14Q (102771.350000 sec): 3 clusters
  Score: Raw -270434.784279 + Penalty 2623.146025 = -267811.638254
  nChanged 2
		SP:Iteration 15Q (102771.530000 sec): 3 clusters
  Score: Raw -270435.063784 + Penalty 2623.146025 = -267811.917759
  nChanged 0
		SP:Iteration 16F (102771.700000 sec): 3 clusters
  Score: Raw -270435.063784 + Penalty 2623.146025 = -267811.917759
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 23 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102771.790000 sec): 2 clusters
  Score: Raw -135932.012977 + Penalty 1180.518654 = -134751.494323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102771.970000 sec): 3 clusters
  Score: Raw -135399.955424 + Penalty 2361.037308 = -133038.918116
  nChanged 512
		SP:Iteration 1F (102772.140000 sec): 3 clusters
  Score: Raw -135845.035070 + Penalty 2361.037308 = -133483.997762
  nChanged 124
		SP:Iteration 2F (102772.320000 sec): 3 clusters
  Score: Raw -135967.182706 + Penalty 2361.037308 = -133606.145398
  nChanged 74
		SP:Iteration 3F (102772.490000 sec): 3 clusters
  Score: Raw -136044.146033 + Penalty 2361.037308 = -133683.108726
  nChanged 48
		SP:Iteration 4Q (102772.670000 sec): 3 clusters
  Score: Raw -136102.344427 + Penalty 2361.037308 = -133741.307119
  nChanged 47
		SP:Iteration 5Q (102772.850000 sec): 3 clusters
  Score: Raw -136142.698409 + Penalty 2361.037308 = -133781.661101
  nChanged 35
		SP:Iteration 6Q (102773.020000 sec): 3 clusters
  Score: Raw -136169.255579 + Penalty 2361.037308 = -133808.218272
  nChanged 23
		SP:Iteration 7Q (102773.200000 sec): 3 clusters
  Score: Raw -136182.335648 + Penalty 2361.037308 = -133821.298341
  nChanged 18
		SP:Iteration 8Q (102773.370000 sec): 3 clusters
  Score: Raw -136201.060584 + Penalty 2361.037308 = -133840.023276
  nChanged 14
		SP:Iteration 9Q (102773.550000 sec): 3 clusters
  Score: Raw -136213.074555 + Penalty 2361.037308 = -133852.037247
  nChanged 14
		SP:Iteration 10Q (102773.720000 sec): 3 clusters
  Score: Raw -136225.660164 + Penalty 2361.037308 = -133864.622856
  nChanged 10
		SP:Iteration 11Q (102773.900000 sec): 3 clusters
  Score: Raw -136232.825885 + Penalty 2361.037308 = -133871.788577
  nChanged 8
		SP:Iteration 12Q (102774.070000 sec): 3 clusters
  Score: Raw -136237.396043 + Penalty 2361.037308 = -133876.358735
  nChanged 7
		SP:Iteration 13Q (102774.250000 sec): 3 clusters
  Score: Raw -136242.902861 + Penalty 2361.037308 = -133881.865553
  nChanged 7
		SP:Iteration 14Q (102774.430000 sec): 3 clusters
  Score: Raw -136248.297265 + Penalty 2361.037308 = -133887.259957
  nChanged 7
		SP:Iteration 15Q (102774.600000 sec): 3 clusters
  Score: Raw -136254.078259 + Penalty 2361.037308 = -133893.040951
  nChanged 3
		SP:Iteration 16Q (102774.780000 sec): 3 clusters
  Score: Raw -136257.228728 + Penalty 2361.037308 = -133896.191420
  nChanged 4
		SP:Iteration 17Q (102774.950000 sec): 3 clusters
  Score: Raw -136260.449510 + Penalty 2361.037308 = -133899.412202
  nChanged 3
		SP:Iteration 18Q (102775.130000 sec): 3 clusters
  Score: Raw -136264.046406 + Penalty 2361.037308 = -133903.009098
  nChanged 3
		SP:Iteration 19Q (102775.310000 sec): 3 clusters
  Score: Raw -136268.325669 + Penalty 2361.037308 = -133907.288361
  nChanged 2
		SP:Iteration 20F (102775.480000 sec): 3 clusters
  Score: Raw -136270.098630 + Penalty 2361.037308 = -133909.061323
  nChanged 1
		SP:Iteration 21Q (102775.660000 sec): 3 clusters
  Score: Raw -136270.313433 + Penalty 2361.037308 = -133909.276125
  nChanged 1
		SP:Iteration 22Q (102775.830000 sec): 3 clusters
  Score: Raw -136270.620780 + Penalty 2361.037308 = -133909.583472
  nChanged 1
		SP:Iteration 23Q (102776.010000 sec): 3 clusters
  Score: Raw -136270.906106 + Penalty 2361.037308 = -133909.868799
  nChanged 0
		SP:Iteration 24F (102776.190000 sec): 3 clusters
  Score: Raw -136270.906106 + Penalty 2361.037308 = -133909.868799
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 24 (4303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102776.290000 sec): 2 clusters
  Score: Raw -338492.142789 + Penalty 1359.648507 = -337132.494282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102776.460000 sec): 3 clusters
  Score: Raw -336404.842185 + Penalty 2719.297013 = -333685.545171
  nChanged 1693
		SP:Iteration 1F (102776.640000 sec): 3 clusters
  Score: Raw -337466.023236 + Penalty 2719.297013 = -334746.726223
  nChanged 391
		SP:Iteration 2F (102776.810000 sec): 3 clusters
  Score: Raw -337766.292260 + Penalty 2719.297013 = -335046.995247
  nChanged 331
		SP:Iteration 3F (102776.990000 sec): 3 clusters
  Score: Raw -338039.775109 + Penalty 2719.297013 = -335320.478096
  nChanged 284
		SP:Iteration 4F (102777.170000 sec): 3 clusters
  Score: Raw -338267.947587 + Penalty 2719.297013 = -335548.650574
  nChanged 235
		SP:Iteration 5F (102777.310000 sec): 3 clusters
  Score: Raw -338445.764962 + Penalty 2719.297013 = -335726.467948
  nChanged 175
		SP:Iteration 6Q (102777.430000 sec): 3 clusters
  Score: Raw -338557.707720 + Penalty 2719.297013 = -335838.410706
  nChanged 135
		SP:Iteration 7Q (102777.610000 sec): 3 clusters
  Score: Raw -338644.207628 + Penalty 2719.297013 = -335924.910615
  nChanged 108
		SP:Iteration 8Q (102777.780000 sec): 3 clusters
  Score: Raw -338702.898910 + Penalty 2719.297013 = -335983.601896
  nChanged 87
		SP:Iteration 9Q (102777.960000 sec): 3 clusters
  Score: Raw -338753.515981 + Penalty 2719.297013 = -336034.218968
  nChanged 81
		SP:Iteration 10Q (102778.130000 sec): 3 clusters
  Score: Raw -338796.538320 + Penalty 2719.297013 = -336077.241307
  nChanged 68
		SP:Iteration 11Q (102778.310000 sec): 3 clusters
  Score: Raw -338830.001306 + Penalty 2719.297013 = -336110.704293
  nChanged 55
		SP:Iteration 12Q (102778.490000 sec): 3 clusters
  Score: Raw -338857.868677 + Penalty 2719.297013 = -336138.571664
  nChanged 40
		SP:Iteration 13Q (102778.660000 sec): 3 clusters
  Score: Raw -338872.662114 + Penalty 2719.297013 = -336153.365101
  nChanged 32
		SP:Iteration 14Q (102778.840000 sec): 3 clusters
  Score: Raw -338885.487039 + Penalty 2719.297013 = -336166.190025
  nChanged 34
		SP:Iteration 15Q (102779.010000 sec): 3 clusters
  Score: Raw -338900.075149 + Penalty 2719.297013 = -336180.778135
  nChanged 35
		SP:Iteration 16Q (102779.190000 sec): 3 clusters
  Score: Raw -338916.616954 + Penalty 2719.297013 = -336197.319941
  nChanged 38
		SP:Iteration 17Q (102779.370000 sec): 3 clusters
  Score: Raw -338931.676802 + Penalty 2719.297013 = -336212.379789
  nChanged 32
		SP:Iteration 18Q (102779.540000 sec): 3 clusters
  Score: Raw -338945.474226 + Penalty 2719.297013 = -336226.177213
  nChanged 39
		SP:Iteration 19Q (102779.710000 sec): 3 clusters
  Score: Raw -338962.688679 + Penalty 2719.297013 = -336243.391666
  nChanged 47
		SP:Iteration 20F (102779.890000 sec): 3 clusters
  Score: Raw -338983.727014 + Penalty 2719.297013 = -336264.430001
  nChanged 45
		SP:Iteration 21Q (102780.070000 sec): 3 clusters
  Score: Raw -339004.147249 + Penalty 2719.297013 = -336284.850236
  nChanged 44
		SP:Iteration 22Q (102780.240000 sec): 3 clusters
  Score: Raw -339027.119150 + Penalty 2719.297013 = -336307.822137
  nChanged 44
		SP:Iteration 23Q (102780.420000 sec): 3 clusters
  Score: Raw -339050.176551 + Penalty 2719.297013 = -336330.879537
  nChanged 46
		SP:Iteration 24Q (102780.590000 sec): 3 clusters
  Score: Raw -339069.558646 + Penalty 2719.297013 = -336350.261632
  nChanged 33
		SP:Iteration 25Q (102780.770000 sec): 3 clusters
  Score: Raw -339083.220970 + Penalty 2719.297013 = -336363.923956
  nChanged 39
		SP:Iteration 26Q (102780.950000 sec): 3 clusters
  Score: Raw -339098.465730 + Penalty 2719.297013 = -336379.168717
  nChanged 32
		SP:Iteration 27Q (102781.120000 sec): 3 clusters
  Score: Raw -339108.943581 + Penalty 2719.297013 = -336389.646568
  nChanged 24
		SP:Iteration 28Q (102781.300000 sec): 3 clusters
  Score: Raw -339116.620220 + Penalty 2719.297013 = -336397.323207
  nChanged 19
		SP:Iteration 29Q (102781.470000 sec): 3 clusters
  Score: Raw -339123.843807 + Penalty 2719.297013 = -336404.546794
  nChanged 23
		SP:Iteration 30Q (102781.650000 sec): 3 clusters
  Score: Raw -339133.378033 + Penalty 2719.297013 = -336414.081020
  nChanged 25
		SP:Iteration 31Q (102781.830000 sec): 3 clusters
  Score: Raw -339143.163623 + Penalty 2719.297013 = -336423.866610
  nChanged 20
		SP:Iteration 32Q (102782.000000 sec): 3 clusters
  Score: Raw -339148.705758 + Penalty 2719.297013 = -336429.408744
  nChanged 15
		SP:Iteration 33Q (102782.180000 sec): 3 clusters
  Score: Raw -339153.233984 + Penalty 2719.297013 = -336433.936971
  nChanged 7
		SP:Iteration 34Q (102782.350000 sec): 3 clusters
  Score: Raw -339154.541967 + Penalty 2719.297013 = -336435.244953
  nChanged 5
		SP:Iteration 35Q (102782.530000 sec): 3 clusters
  Score: Raw -339156.173258 + Penalty 2719.297013 = -336436.876245
  nChanged 11
		SP:Iteration 36Q (102782.710000 sec): 3 clusters
  Score: Raw -339158.761789 + Penalty 2719.297013 = -336439.464776
  nChanged 6
		SP:Iteration 37Q (102782.880000 sec): 3 clusters
  Score: Raw -339160.768516 + Penalty 2719.297013 = -336441.471503
  nChanged 8
		SP:Iteration 38Q (102783.060000 sec): 3 clusters
  Score: Raw -339162.800034 + Penalty 2719.297013 = -336443.503020
  nChanged 8
		SP:Iteration 39Q (102783.230000 sec): 3 clusters
  Score: Raw -339166.512514 + Penalty 2719.297013 = -336447.215501
  nChanged 9
		SP:Iteration 40F (102783.410000 sec): 3 clusters
  Score: Raw -339168.415487 + Penalty 2719.297013 = -336449.118473
  nChanged 7
		SP:Iteration 41Q (102783.590000 sec): 3 clusters
  Score: Raw -339170.397230 + Penalty 2719.297013 = -336451.100217
  nChanged 7
		SP:Iteration 42Q (102783.760000 sec): 3 clusters
  Score: Raw -339172.046893 + Penalty 2719.297013 = -336452.749880
  nChanged 3
		SP:Iteration 43Q (102783.940000 sec): 3 clusters
  Score: Raw -339172.688027 + Penalty 2719.297013 = -336453.391014
  nChanged 1
		SP:Iteration 44Q (102784.100000 sec): 3 clusters
  Score: Raw -339172.981425 + Penalty 2719.297013 = -336453.684412
  nChanged 5
		SP:Iteration 45Q (102784.260000 sec): 3 clusters
  Score: Raw -339173.705282 + Penalty 2719.297013 = -336454.408269
  nChanged 1
		SP:Iteration 46Q (102784.430000 sec): 3 clusters
  Score: Raw -339173.830558 + Penalty 2719.297013 = -336454.533545
  nChanged 1
		SP:Iteration 47Q (102784.610000 sec): 3 clusters
  Score: Raw -339174.029355 + Penalty 2719.297013 = -336454.732341
  nChanged 1
		SP:Iteration 48Q (102784.790000 sec): 3 clusters
  Score: Raw -339174.176307 + Penalty 2719.297013 = -336454.879294
  nChanged 2
		SP:Iteration 49Q (102784.960000 sec): 3 clusters
  Score: Raw -339174.756844 + Penalty 2719.297013 = -336455.459831
  nChanged 2
		SP:Iteration 50Q (102785.140000 sec): 3 clusters
  Score: Raw -339175.401815 + Penalty 2719.297013 = -336456.104802
  nChanged 2
		SP:Iteration 51Q (102785.310000 sec): 3 clusters
  Score: Raw -339175.885973 + Penalty 2719.297013 = -336456.588959
  nChanged 2
		SP:Iteration 52Q (102785.490000 sec): 3 clusters
  Score: Raw -339176.351212 + Penalty 2719.297013 = -336457.054199
  nChanged 2
		SP:Iteration 53Q (102785.670000 sec): 3 clusters
  Score: Raw -339176.613158 + Penalty 2719.297013 = -336457.316145
  nChanged 0
		SP:Iteration 54F (102785.840000 sec): 3 clusters
  Score: Raw -339176.613158 + Penalty 2719.297013 = -336457.316145
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 25 (7218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102785.950000 sec): 2 clusters
  Score: Raw -585144.263757 + Penalty 1443.704143 = -583700.559614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102786.160000 sec): 3 clusters
  Score: Raw -581199.266226 + Penalty 2887.408285 = -578311.857941
  nChanged 3059
		SP:Iteration 1F (102786.360000 sec): 3 clusters
  Score: Raw -582930.601049 + Penalty 2887.408285 = -580043.192764
  nChanged 553
		SP:Iteration 2F (102786.560000 sec): 3 clusters
  Score: Raw -583239.889166 + Penalty 2887.408285 = -580352.480881
  nChanged 487
		SP:Iteration 3F (102786.760000 sec): 3 clusters
  Score: Raw -583541.015001 + Penalty 2887.408285 = -580653.606715
  nChanged 422
		SP:Iteration 4F (102786.960000 sec): 3 clusters
  Score: Raw -583793.574078 + Penalty 2887.408285 = -580906.165793
  nChanged 334
		SP:Iteration 5Q (102787.170000 sec): 3 clusters
  Score: Raw -583988.207265 + Penalty 2887.408285 = -581100.798980
  nChanged 305
		SP:Iteration 6Q (102787.370000 sec): 3 clusters
  Score: Raw -584172.186687 + Penalty 2887.408285 = -581284.778401
  nChanged 291
		SP:Iteration 7Q (102787.570000 sec): 3 clusters
  Score: Raw -584350.717714 + Penalty 2887.408285 = -581463.309429
  nChanged 294
		SP:Iteration 8Q (102787.770000 sec): 3 clusters
  Score: Raw -584543.083331 + Penalty 2887.408285 = -581655.675046
  nChanged 276
		SP:Iteration 9Q (102787.970000 sec): 3 clusters
  Score: Raw -584713.518746 + Penalty 2887.408285 = -581826.110461
  nChanged 243
		SP:Iteration 10Q (102788.180000 sec): 3 clusters
  Score: Raw -584861.827224 + Penalty 2887.408285 = -581974.418939
  nChanged 228
		SP:Iteration 11Q (102788.380000 sec): 3 clusters
  Score: Raw -584993.779221 + Penalty 2887.408285 = -582106.370936
  nChanged 199
		SP:Iteration 12Q (102788.580000 sec): 3 clusters
  Score: Raw -585103.575536 + Penalty 2887.408285 = -582216.167250
  nChanged 165
		SP:Iteration 13Q (102788.780000 sec): 3 clusters
  Score: Raw -585210.178761 + Penalty 2887.408285 = -582322.770476
  nChanged 179
		SP:Iteration 14Q (102788.980000 sec): 3 clusters
  Score: Raw -585358.618187 + Penalty 2887.408285 = -582471.209902
  nChanged 202
		SP:Iteration 15Q (102789.180000 sec): 3 clusters
  Score: Raw -585513.969768 + Penalty 2887.408285 = -582626.561482
  nChanged 181
		SP:Iteration 16Q (102789.380000 sec): 3 clusters
  Score: Raw -585651.083505 + Penalty 2887.408285 = -582763.675219
  nChanged 156
		SP:Iteration 17Q (102789.590000 sec): 3 clusters
  Score: Raw -585750.678531 + Penalty 2887.408285 = -582863.270246
  nChanged 127
		SP:Iteration 18Q (102789.790000 sec): 3 clusters
  Score: Raw -585807.420778 + Penalty 2887.408285 = -582920.012493
  nChanged 102
		SP:Iteration 19Q (102789.990000 sec): 3 clusters
  Score: Raw -585852.356137 + Penalty 2887.408285 = -582964.947852
  nChanged 94
		SP:Iteration 20F (102790.190000 sec): 3 clusters
  Score: Raw -585895.750630 + Penalty 2887.408285 = -583008.342345
  nChanged 100
		SP:Iteration 21Q (102790.390000 sec): 3 clusters
  Score: Raw -585934.263087 + Penalty 2887.408285 = -583046.854802
  nChanged 81
		SP:Iteration 22Q (102790.600000 sec): 3 clusters
  Score: Raw -585968.888857 + Penalty 2887.408285 = -583081.480572
  nChanged 79
		SP:Iteration 23Q (102790.800000 sec): 3 clusters
  Score: Raw -586004.351887 + Penalty 2887.408285 = -583116.943601
  nChanged 65
		SP:Iteration 24Q (102791.000000 sec): 3 clusters
  Score: Raw -586030.775568 + Penalty 2887.408285 = -583143.367282
  nChanged 59
		SP:Iteration 25Q (102791.190000 sec): 3 clusters
  Score: Raw -586054.434414 + Penalty 2887.408285 = -583167.026129
  nChanged 63
		SP:Iteration 26Q (102791.400000 sec): 3 clusters
  Score: Raw -586083.718864 + Penalty 2887.408285 = -583196.310579
  nChanged 58
		SP:Iteration 27Q (102791.600000 sec): 3 clusters
  Score: Raw -586108.490163 + Penalty 2887.408285 = -583221.081877
  nChanged 59
		SP:Iteration 28Q (102791.810000 sec): 3 clusters
  Score: Raw -586135.040098 + Penalty 2887.408285 = -583247.631813
  nChanged 49
		SP:Iteration 29Q (102792.010000 sec): 3 clusters
  Score: Raw -586152.912379 + Penalty 2887.408285 = -583265.504093
  nChanged 34
		SP:Iteration 30Q (102792.210000 sec): 3 clusters
  Score: Raw -586166.774484 + Penalty 2887.408285 = -583279.366199
  nChanged 32
		SP:Iteration 31Q (102792.410000 sec): 3 clusters
  Score: Raw -586179.703570 + Penalty 2887.408285 = -583292.295285
  nChanged 42
		SP:Iteration 32Q (102792.620000 sec): 3 clusters
  Score: Raw -586193.552615 + Penalty 2887.408285 = -583306.144330
  nChanged 41
		SP:Iteration 33Q (102792.820000 sec): 3 clusters
  Score: Raw -586204.847652 + Penalty 2887.408285 = -583317.439366
  nChanged 34
		SP:Iteration 34Q (102793.020000 sec): 3 clusters
  Score: Raw -586214.019904 + Penalty 2887.408285 = -583326.611619
  nChanged 20
		SP:Iteration 35Q (102793.220000 sec): 3 clusters
  Score: Raw -586219.295950 + Penalty 2887.408285 = -583331.887665
  nChanged 19
		SP:Iteration 36Q (102793.420000 sec): 3 clusters
  Score: Raw -586223.495786 + Penalty 2887.408285 = -583336.087501
  nChanged 13
		SP:Iteration 37Q (102793.620000 sec): 3 clusters
  Score: Raw -586226.984365 + Penalty 2887.408285 = -583339.576080
  nChanged 8
		SP:Iteration 38Q (102793.820000 sec): 3 clusters
  Score: Raw -586230.059634 + Penalty 2887.408285 = -583342.651349
  nChanged 12
		SP:Iteration 39Q (102794.020000 sec): 3 clusters
  Score: Raw -586234.530158 + Penalty 2887.408285 = -583347.121873
  nChanged 12
		SP:Iteration 40F (102794.230000 sec): 3 clusters
  Score: Raw -586238.859555 + Penalty 2887.408285 = -583351.451269
  nChanged 17
		SP:Iteration 41Q (102794.430000 sec): 3 clusters
  Score: Raw -586243.868785 + Penalty 2887.408285 = -583356.460499
  nChanged 17
		SP:Iteration 42Q (102794.630000 sec): 3 clusters
  Score: Raw -586249.933855 + Penalty 2887.408285 = -583362.525570
  nChanged 19
		SP:Iteration 43Q (102794.830000 sec): 3 clusters
  Score: Raw -586258.003262 + Penalty 2887.408285 = -583370.594976
  nChanged 18
		SP:Iteration 44Q (102795.030000 sec): 3 clusters
  Score: Raw -586263.731902 + Penalty 2887.408285 = -583376.323617
  nChanged 15
		SP:Iteration 45Q (102795.230000 sec): 3 clusters
  Score: Raw -586267.505880 + Penalty 2887.408285 = -583380.097594
  nChanged 12
		SP:Iteration 46Q (102795.430000 sec): 3 clusters
  Score: Raw -586270.406507 + Penalty 2887.408285 = -583382.998222
  nChanged 13
		SP:Iteration 47Q (102795.630000 sec): 3 clusters
  Score: Raw -586273.867846 + Penalty 2887.408285 = -583386.459561
  nChanged 12
		SP:Iteration 48Q (102795.830000 sec): 3 clusters
  Score: Raw -586276.579599 + Penalty 2887.408285 = -583389.171314
  nChanged 9
		SP:Iteration 49Q (102796.030000 sec): 3 clusters
  Score: Raw -586279.625873 + Penalty 2887.408285 = -583392.217588
  nChanged 13
		SP:Iteration 50Q (102796.230000 sec): 3 clusters
  Score: Raw -586283.446107 + Penalty 2887.408285 = -583396.037822
  nChanged 14
		SP:Iteration 51Q (102796.430000 sec): 3 clusters
  Score: Raw -586287.278960 + Penalty 2887.408285 = -583399.870675
  nChanged 9
		SP:Iteration 52Q (102796.630000 sec): 3 clusters
  Score: Raw -586289.191597 + Penalty 2887.408285 = -583401.783312
  nChanged 5
		SP:Iteration 53Q (102796.830000 sec): 3 clusters
  Score: Raw -586291.836640 + Penalty 2887.408285 = -583404.428355
  nChanged 13
		SP:Iteration 54Q (102797.030000 sec): 3 clusters
  Score: Raw -586295.879784 + Penalty 2887.408285 = -583408.471499
  nChanged 16
		SP:Iteration 55Q (102797.230000 sec): 3 clusters
  Score: Raw -586302.031269 + Penalty 2887.408285 = -583414.622984
  nChanged 15
		SP:Iteration 56Q (102797.430000 sec): 3 clusters
  Score: Raw -586307.456510 + Penalty 2887.408285 = -583420.048225
  nChanged 16
		SP:Iteration 57Q (102797.630000 sec): 3 clusters
  Score: Raw -586312.096916 + Penalty 2887.408285 = -583424.688631
  nChanged 12
		SP:Iteration 58Q (102797.830000 sec): 3 clusters
  Score: Raw -586316.588134 + Penalty 2887.408285 = -583429.179849
  nChanged 14
		SP:Iteration 59Q (102798.030000 sec): 3 clusters
  Score: Raw -586320.303948 + Penalty 2887.408285 = -583432.895663
  nChanged 9
		SP:Iteration 60F (102798.230000 sec): 3 clusters
  Score: Raw -586322.584314 + Penalty 2887.408285 = -583435.176029
  nChanged 9
		SP:Iteration 61Q (102798.420000 sec): 3 clusters
  Score: Raw -586326.080220 + Penalty 2887.408285 = -583438.671935
  nChanged 12
		SP:Iteration 62Q (102798.530000 sec): 3 clusters
  Score: Raw -586329.725867 + Penalty 2887.408285 = -583442.317582
  nChanged 8
		SP:Iteration 63Q (102798.640000 sec): 3 clusters
  Score: Raw -586332.314373 + Penalty 2887.408285 = -583444.906088
  nChanged 9
		SP:Iteration 64Q (102798.750000 sec): 3 clusters
  Score: Raw -586336.393998 + Penalty 2887.408285 = -583448.985713
  nChanged 13
		SP:Iteration 65Q (102798.870000 sec): 3 clusters
  Score: Raw -586339.855999 + Penalty 2887.408285 = -583452.447714
  nChanged 10
		SP:Iteration 66Q (102798.990000 sec): 3 clusters
  Score: Raw -586342.891983 + Penalty 2887.408285 = -583455.483698
  nChanged 10
		SP:Iteration 67Q (102799.190000 sec): 3 clusters
  Score: Raw -586345.548175 + Penalty 2887.408285 = -583458.139890
  nChanged 6
		SP:Iteration 68Q (102799.390000 sec): 3 clusters
  Score: Raw -586348.086639 + Penalty 2887.408285 = -583460.678354
  nChanged 11
		SP:Iteration 69Q (102799.590000 sec): 3 clusters
  Score: Raw -586352.445736 + Penalty 2887.408285 = -583465.037450
  nChanged 8
		SP:Iteration 70Q (102799.700000 sec): 3 clusters
  Score: Raw -586355.059355 + Penalty 2887.408285 = -583467.651070
  nChanged 6
		SP:Iteration 71Q (102799.920000 sec): 3 clusters
  Score: Raw -586356.618012 + Penalty 2887.408285 = -583469.209727
  nChanged 6
		SP:Iteration 72Q (102800.120000 sec): 3 clusters
  Score: Raw -586357.951937 + Penalty 2887.408285 = -583470.543652
  nChanged 3
		SP:Iteration 73Q (102800.320000 sec): 3 clusters
  Score: Raw -586358.787271 + Penalty 2887.408285 = -583471.378986
  nChanged 2
		SP:Iteration 74Q (102800.520000 sec): 3 clusters
  Score: Raw -586359.060491 + Penalty 2887.408285 = -583471.652206
  nChanged 1
		SP:Iteration 75Q (102800.630000 sec): 3 clusters
  Score: Raw -586359.198920 + Penalty 2887.408285 = -583471.790635
  nChanged 2
		SP:Iteration 76Q (102800.840000 sec): 3 clusters
  Score: Raw -586359.880906 + Penalty 2887.408285 = -583472.472621
  nChanged 3
		SP:Iteration 77Q (102801.040000 sec): 3 clusters
  Score: Raw -586360.427155 + Penalty 2887.408285 = -583473.018870
  nChanged 1
		SP:Iteration 78Q (102801.280000 sec): 3 clusters
  Score: Raw -586360.540781 + Penalty 2887.408285 = -583473.132496
  nChanged 0
		SP:Iteration 79F (102801.450000 sec): 3 clusters
  Score: Raw -586360.540781 + Penalty 2887.408285 = -583473.132496
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 26 (11900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102801.590000 sec): 2 clusters
  Score: Raw -1024656.306631 + Penalty 1524.947723 = -1023131.358908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102801.870000 sec): 3 clusters
  Score: Raw -1017831.223443 + Penalty 3049.895446 = -1014781.327997
  nChanged 5191
		SP:Iteration 1F (102802.050000 sec): 3 clusters
  Score: Raw -1021183.501209 + Penalty 3049.895446 = -1018133.605763
  nChanged 1020
		SP:Iteration 2F (102802.270000 sec): 3 clusters
  Score: Raw -1022062.451000 + Penalty 3049.895446 = -1019012.555554
  nChanged 1047
		SP:Iteration 3F (102802.560000 sec): 3 clusters
  Score: Raw -1023024.881524 + Penalty 3049.895446 = -1019974.986078
  nChanged 941
		SP:Iteration 4F (102802.770000 sec): 3 clusters
  Score: Raw -1023862.862787 + Penalty 3049.895446 = -1020812.967341
  nChanged 741
		SP:Iteration 5F (102803.080000 sec): 3 clusters
  Score: Raw -1024390.259383 + Penalty 3049.895446 = -1021340.363937
  nChanged 546
		SP:Iteration 6Q (102803.250000 sec): 3 clusters
  Score: Raw -1024668.284258 + Penalty 3049.895446 = -1021618.388812
  nChanged 390
		SP:Iteration 7Q (102803.540000 sec): 3 clusters
  Score: Raw -1024838.139831 + Penalty 3049.895446 = -1021788.244386
  nChanged 282
		SP:Iteration 8Q (102803.710000 sec): 3 clusters
  Score: Raw -1024957.307266 + Penalty 3049.895446 = -1021907.411821
  nChanged 222
		SP:Iteration 9Q (102804.000000 sec): 3 clusters
  Score: Raw -1025028.183713 + Penalty 3049.895446 = -1021978.288267
  nChanged 155
		SP:Iteration 10Q (102804.170000 sec): 3 clusters
  Score: Raw -1025069.908512 + Penalty 3049.895446 = -1022020.013066
  nChanged 113
		SP:Iteration 11Q (102804.410000 sec): 3 clusters
  Score: Raw -1025098.005120 + Penalty 3049.895446 = -1022048.109674
  nChanged 103
		SP:Iteration 12Q (102804.670000 sec): 3 clusters
  Score: Raw -1025121.910741 + Penalty 3049.895446 = -1022072.015296
  nChanged 75
		SP:Iteration 13Q (102804.880000 sec): 3 clusters
  Score: Raw -1025136.183714 + Penalty 3049.895446 = -1022086.288269
  nChanged 56
		SP:Iteration 14Q (102805.090000 sec): 3 clusters
  Score: Raw -1025145.477709 + Penalty 3049.895446 = -1022095.582263
  nChanged 45
		SP:Iteration 15Q (102805.290000 sec): 3 clusters
  Score: Raw -1025152.350048 + Penalty 3049.895446 = -1022102.454602
  nChanged 35
		SP:Iteration 16Q (102805.500000 sec): 3 clusters
  Score: Raw -1025157.211328 + Penalty 3049.895446 = -1022107.315883
  nChanged 35
		SP:Iteration 17Q (102805.710000 sec): 3 clusters
  Score: Raw -1025162.433944 + Penalty 3049.895446 = -1022112.538499
  nChanged 31
		SP:Iteration 18Q (102806.010000 sec): 3 clusters
  Score: Raw -1025168.625807 + Penalty 3049.895446 = -1022118.730361
  nChanged 38
		SP:Iteration 19Q (102806.190000 sec): 3 clusters
  Score: Raw -1025175.247665 + Penalty 3049.895446 = -1022125.352220
  nChanged 34
		SP:Iteration 20F (102806.440000 sec): 3 clusters
  Score: Raw -1025180.358188 + Penalty 3049.895446 = -1022130.462743
  nChanged 30
		SP:Iteration 21Q (102806.690000 sec): 3 clusters
  Score: Raw -1025185.916985 + Penalty 3049.895446 = -1022136.021540
  nChanged 34
		SP:Iteration 22Q (102806.990000 sec): 3 clusters
  Score: Raw -1025193.049879 + Penalty 3049.895446 = -1022143.154434
  nChanged 45
		SP:Iteration 23Q (102807.230000 sec): 3 clusters
  Score: Raw -1025200.245750 + Penalty 3049.895446 = -1022150.350305
  nChanged 42
		SP:Iteration 24Q (102807.480000 sec): 3 clusters
  Score: Raw -1025208.143649 + Penalty 3049.895446 = -1022158.248203
  nChanged 52
		SP:Iteration 25Q (102807.730000 sec): 3 clusters
  Score: Raw -1025221.176616 + Penalty 3049.895446 = -1022171.281170
  nChanged 54
		SP:Iteration 26Q (102807.980000 sec): 3 clusters
  Score: Raw -1025233.869670 + Penalty 3049.895446 = -1022183.974225
  nChanged 53
		SP:Iteration 27Q (102808.190000 sec): 3 clusters
  Score: Raw -1025243.362300 + Penalty 3049.895446 = -1022193.466855
  nChanged 40
		SP:Iteration 28Q (102808.400000 sec): 3 clusters
  Score: Raw -1025251.862924 + Penalty 3049.895446 = -1022201.967478
  nChanged 37
		SP:Iteration 29Q (102808.610000 sec): 3 clusters
  Score: Raw -1025262.386035 + Penalty 3049.895446 = -1022212.490589
  nChanged 58
		SP:Iteration 30Q (102808.910000 sec): 3 clusters
  Score: Raw -1025286.862361 + Penalty 3049.895446 = -1022236.966915
  nChanged 68
		SP:Iteration 31Q (102809.090000 sec): 3 clusters
  Score: Raw -1025333.093122 + Penalty 3049.895446 = -1022283.197677
  nChanged 95
		SP:Iteration 32Q (102809.310000 sec): 3 clusters
  Score: Raw -1025391.421227 + Penalty 3049.895446 = -1022341.525781
  nChanged 84
		SP:Iteration 33Q (102809.560000 sec): 3 clusters
  Score: Raw -1025433.847411 + Penalty 3049.895446 = -1022383.951966
  nChanged 86
		SP:Iteration 34Q (102809.770000 sec): 3 clusters
  Score: Raw -1025460.740137 + Penalty 3049.895446 = -1022410.844691
  nChanged 62
		SP:Iteration 35Q (102809.980000 sec): 3 clusters
  Score: Raw -1025474.286188 + Penalty 3049.895446 = -1022424.390742
  nChanged 41
		SP:Iteration 36Q (102810.190000 sec): 3 clusters
  Score: Raw -1025480.369792 + Penalty 3049.895446 = -1022430.474346
  nChanged 37
		SP:Iteration 37Q (102810.400000 sec): 3 clusters
  Score: Raw -1025484.935708 + Penalty 3049.895446 = -1022435.040262
  nChanged 29
		SP:Iteration 38Q (102810.610000 sec): 3 clusters
  Score: Raw -1025488.049019 + Penalty 3049.895446 = -1022438.153574
  nChanged 19
		SP:Iteration 39Q (102810.820000 sec): 3 clusters
  Score: Raw -1025490.789156 + Penalty 3049.895446 = -1022440.893710
  nChanged 17
		SP:Iteration 40F (102811.030000 sec): 3 clusters
  Score: Raw -1025493.509170 + Penalty 3049.895446 = -1022443.613724
  nChanged 19
		SP:Iteration 41Q (102811.240000 sec): 3 clusters
  Score: Raw -1025495.755211 + Penalty 3049.895446 = -1022445.859765
  nChanged 21
		SP:Iteration 42Q (102811.450000 sec): 3 clusters
  Score: Raw -1025498.478566 + Penalty 3049.895446 = -1022448.583121
  nChanged 23
		SP:Iteration 43Q (102811.660000 sec): 3 clusters
  Score: Raw -1025501.569452 + Penalty 3049.895446 = -1022451.674007
  nChanged 16
		SP:Iteration 44Q (102811.870000 sec): 3 clusters
  Score: Raw -1025503.624831 + Penalty 3049.895446 = -1022453.729386
  nChanged 21
		SP:Iteration 45Q (102812.080000 sec): 3 clusters
  Score: Raw -1025506.816239 + Penalty 3049.895446 = -1022456.920794
  nChanged 22
		SP:Iteration 46Q (102812.290000 sec): 3 clusters
  Score: Raw -1025511.101689 + Penalty 3049.895446 = -1022461.206243
  nChanged 21
		SP:Iteration 47Q (102812.500000 sec): 3 clusters
  Score: Raw -1025514.381618 + Penalty 3049.895446 = -1022464.486172
  nChanged 20
		SP:Iteration 48Q (102812.710000 sec): 3 clusters
  Score: Raw -1025517.656968 + Penalty 3049.895446 = -1022467.761522
  nChanged 23
		SP:Iteration 49Q (102812.920000 sec): 3 clusters
  Score: Raw -1025521.427128 + Penalty 3049.895446 = -1022471.531682
  nChanged 29
		SP:Iteration 50Q (102813.130000 sec): 3 clusters
  Score: Raw -1025526.799207 + Penalty 3049.895446 = -1022476.903761
  nChanged 30
		SP:Iteration 51Q (102813.380000 sec): 3 clusters
  Score: Raw -1025533.651369 + Penalty 3049.895446 = -1022483.755923
  nChanged 41
		SP:Iteration 52Q (102813.580000 sec): 3 clusters
  Score: Raw -1025543.630006 + Penalty 3049.895446 = -1022493.734561
  nChanged 43
		SP:Iteration 53Q (102813.740000 sec): 3 clusters
  Score: Raw -1025556.357052 + Penalty 3049.895446 = -1022506.461606
  nChanged 41
		SP:Iteration 54Q (102813.970000 sec): 3 clusters
  Score: Raw -1025568.679839 + Penalty 3049.895446 = -1022518.784394
  nChanged 50
		SP:Iteration 55Q (102814.180000 sec): 3 clusters
  Score: Raw -1025581.621724 + Penalty 3049.895446 = -1022531.726278
  nChanged 52
		SP:Iteration 56Q (102814.390000 sec): 3 clusters
  Score: Raw -1025591.592278 + Penalty 3049.895446 = -1022541.696833
  nChanged 44
		SP:Iteration 57Q (102814.600000 sec): 3 clusters
  Score: Raw -1025599.710517 + Penalty 3049.895446 = -1022549.815071
  nChanged 32
		SP:Iteration 58Q (102814.810000 sec): 3 clusters
  Score: Raw -1025607.233487 + Penalty 3049.895446 = -1022557.338041
  nChanged 41
		SP:Iteration 59Q (102815.020000 sec): 3 clusters
  Score: Raw -1025615.944417 + Penalty 3049.895446 = -1022566.048971
  nChanged 39
		SP:Iteration 60F (102815.230000 sec): 3 clusters
  Score: Raw -1025624.156105 + Penalty 3049.895446 = -1022574.260659
  nChanged 34
		SP:Iteration 61Q (102815.450000 sec): 3 clusters
  Score: Raw -1025630.383191 + Penalty 3049.895446 = -1022580.487745
  nChanged 30
		SP:Iteration 62Q (102815.650000 sec): 3 clusters
  Score: Raw -1025638.602227 + Penalty 3049.895446 = -1022588.706782
  nChanged 37
		SP:Iteration 63Q (102815.870000 sec): 3 clusters
  Score: Raw -1025649.002836 + Penalty 3049.895446 = -1022599.107390
  nChanged 43
		SP:Iteration 64Q (102816.080000 sec): 3 clusters
  Score: Raw -1025659.952565 + Penalty 3049.895446 = -1022610.057119
  nChanged 40
		SP:Iteration 65Q (102816.290000 sec): 3 clusters
  Score: Raw -1025669.666333 + Penalty 3049.895446 = -1022619.770887
  nChanged 35
		SP:Iteration 66Q (102816.500000 sec): 3 clusters
  Score: Raw -1025675.798418 + Penalty 3049.895446 = -1022625.902973
  nChanged 30
		SP:Iteration 67Q (102816.710000 sec): 3 clusters
  Score: Raw -1025680.259617 + Penalty 3049.895446 = -1022630.364171
  nChanged 25
		SP:Iteration 68Q (102816.920000 sec): 3 clusters
  Score: Raw -1025684.938754 + Penalty 3049.895446 = -1022635.043308
  nChanged 25
		SP:Iteration 69Q (102817.130000 sec): 3 clusters
  Score: Raw -1025688.936182 + Penalty 3049.895446 = -1022639.040737
  nChanged 23
		SP:Iteration 70Q (102817.340000 sec): 3 clusters
  Score: Raw -1025693.230290 + Penalty 3049.895446 = -1022643.334844
  nChanged 25
		SP:Iteration 71Q (102817.550000 sec): 3 clusters
  Score: Raw -1025698.865603 + Penalty 3049.895446 = -1022648.970157
  nChanged 30
		SP:Iteration 72Q (102817.760000 sec): 3 clusters
  Score: Raw -1025704.306329 + Penalty 3049.895446 = -1022654.410883
  nChanged 32
		SP:Iteration 73Q (102817.970000 sec): 3 clusters
  Score: Raw -1025709.992369 + Penalty 3049.895446 = -1022660.096923
  nChanged 29
		SP:Iteration 74Q (102818.180000 sec): 3 clusters
  Score: Raw -1025713.885969 + Penalty 3049.895446 = -1022663.990524
  nChanged 17
		SP:Iteration 75Q (102818.390000 sec): 3 clusters
  Score: Raw -1025717.278455 + Penalty 3049.895446 = -1022667.383009
  nChanged 18
		SP:Iteration 76Q (102818.640000 sec): 3 clusters
  Score: Raw -1025720.154807 + Penalty 3049.895446 = -1022670.259361
  nChanged 20
		SP:Iteration 77Q (102818.850000 sec): 3 clusters
  Score: Raw -1025722.386279 + Penalty 3049.895446 = -1022672.490833
  nChanged 14
		SP:Iteration 78Q (102819.070000 sec): 3 clusters
  Score: Raw -1025724.838724 + Penalty 3049.895446 = -1022674.943279
  nChanged 14
		SP:Iteration 79Q (102819.230000 sec): 3 clusters
  Score: Raw -1025727.272955 + Penalty 3049.895446 = -1022677.377509
  nChanged 13
		SP:Iteration 80F (102819.500000 sec): 3 clusters
  Score: Raw -1025729.685954 + Penalty 3049.895446 = -1022679.790508
  nChanged 13
		SP:Iteration 81Q (102819.710000 sec): 3 clusters
  Score: Raw -1025731.710477 + Penalty 3049.895446 = -1022681.815031
  nChanged 15
		SP:Iteration 82Q (102819.920000 sec): 3 clusters
  Score: Raw -1025734.408117 + Penalty 3049.895446 = -1022684.512672
  nChanged 17
		SP:Iteration 83Q (102820.210000 sec): 3 clusters
  Score: Raw -1025736.665135 + Penalty 3049.895446 = -1022686.769689
  nChanged 15
		SP:Iteration 84Q (102820.460000 sec): 3 clusters
  Score: Raw -1025739.643559 + Penalty 3049.895446 = -1022689.748113
  nChanged 14
		SP:Iteration 85Q (102820.690000 sec): 3 clusters
  Score: Raw -1025742.347907 + Penalty 3049.895446 = -1022692.452461
  nChanged 15
		SP:Iteration 86Q (102820.990000 sec): 3 clusters
  Score: Raw -1025745.112314 + Penalty 3049.895446 = -1022695.216868
  nChanged 10
		SP:Iteration 87Q (102821.240000 sec): 3 clusters
  Score: Raw -1025746.364144 + Penalty 3049.895446 = -1022696.468698
  nChanged 8
		SP:Iteration 88Q (102821.490000 sec): 3 clusters
  Score: Raw -1025747.451515 + Penalty 3049.895446 = -1022697.556070
  nChanged 6
		SP:Iteration 89Q (102821.650000 sec): 3 clusters
  Score: Raw -1025748.239481 + Penalty 3049.895446 = -1022698.344035
  nChanged 5
		SP:Iteration 90Q (102821.920000 sec): 3 clusters
  Score: Raw -1025749.108111 + Penalty 3049.895446 = -1022699.212665
  nChanged 5
		SP:Iteration 91Q (102822.180000 sec): 3 clusters
  Score: Raw -1025749.951198 + Penalty 3049.895446 = -1022700.055753
  nChanged 3
		SP:Iteration 92Q (102822.380000 sec): 3 clusters
  Score: Raw -1025750.338636 + Penalty 3049.895446 = -1022700.443190
  nChanged 5
		SP:Iteration 93Q (102822.590000 sec): 3 clusters
  Score: Raw -1025751.398529 + Penalty 3049.895446 = -1022701.503083
  nChanged 6
		SP:Iteration 94Q (102822.840000 sec): 3 clusters
  Score: Raw -1025752.490147 + Penalty 3049.895446 = -1022702.594701
  nChanged 4
		SP:Iteration 95Q (102823.050000 sec): 3 clusters
  Score: Raw -1025753.110091 + Penalty 3049.895446 = -1022703.214646
  nChanged 3
		SP:Iteration 96Q (102823.260000 sec): 3 clusters
  Score: Raw -1025753.436431 + Penalty 3049.895446 = -1022703.540985
  nChanged 3
		SP:Iteration 97Q (102823.470000 sec): 3 clusters
  Score: Raw -1025753.776648 + Penalty 3049.895446 = -1022703.881202
  nChanged 2
		SP:Iteration 98Q (102823.680000 sec): 3 clusters
  Score: Raw -1025753.986594 + Penalty 3049.895446 = -1022704.091148
  nChanged 1
		SP:Iteration 99Q (102823.880000 sec): 3 clusters
  Score: Raw -1025754.133100 + Penalty 3049.895446 = -1022704.237654
  nChanged 2
		SP:Iteration 100F (102824.130000 sec): 3 clusters
  Score: Raw -1025754.354639 + Penalty 3049.895446 = -1022704.459193
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 27 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102824.220000 sec): 2 clusters
  Score: Raw -490441.078002 + Penalty 1387.802586 = -489053.275416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102824.390000 sec): 3 clusters
  Score: Raw -487777.281805 + Penalty 2775.605173 = -485001.676632
  nChanged 2052
		SP:Iteration 1F (102824.570000 sec): 3 clusters
  Score: Raw -488964.437192 + Penalty 2775.605173 = -486188.832019
  nChanged 368
		SP:Iteration 2F (102824.740000 sec): 3 clusters
  Score: Raw -489161.044812 + Penalty 2775.605173 = -486385.439640
  nChanged 253
		SP:Iteration 3Q (102824.920000 sec): 3 clusters
  Score: Raw -489273.467951 + Penalty 2775.605173 = -486497.862778
  nChanged 204
		SP:Iteration 4Q (102825.090000 sec): 3 clusters
  Score: Raw -489362.718308 + Penalty 2775.605173 = -486587.113135
  nChanged 186
		SP:Iteration 5Q (102825.260000 sec): 3 clusters
  Score: Raw -489454.244902 + Penalty 2775.605173 = -486678.639729
  nChanged 177
		SP:Iteration 6Q (102825.440000 sec): 3 clusters
  Score: Raw -489554.982465 + Penalty 2775.605173 = -486779.377292
  nChanged 192
		SP:Iteration 7Q (102825.610000 sec): 3 clusters
  Score: Raw -489660.114308 + Penalty 2775.605173 = -486884.509136
  nChanged 152
		SP:Iteration 8Q (102825.790000 sec): 3 clusters
  Score: Raw -489738.170773 + Penalty 2775.605173 = -486962.565600
  nChanged 147
		SP:Iteration 9Q (102825.960000 sec): 3 clusters
  Score: Raw -489832.714568 + Penalty 2775.605173 = -487057.109396
  nChanged 165
		SP:Iteration 10Q (102826.140000 sec): 3 clusters
  Score: Raw -489918.272788 + Penalty 2775.605173 = -487142.667615
  nChanged 138
		SP:Iteration 11Q (102826.310000 sec): 3 clusters
  Score: Raw -490003.423811 + Penalty 2775.605173 = -487227.818638
  nChanged 132
		SP:Iteration 12Q (102826.480000 sec): 3 clusters
  Score: Raw -490081.465137 + Penalty 2775.605173 = -487305.859964
  nChanged 140
		SP:Iteration 13Q (102826.660000 sec): 3 clusters
  Score: Raw -490174.415287 + Penalty 2775.605173 = -487398.810114
  nChanged 120
		SP:Iteration 14Q (102826.830000 sec): 3 clusters
  Score: Raw -490249.927901 + Penalty 2775.605173 = -487474.322728
  nChanged 97
		SP:Iteration 15Q (102827.010000 sec): 3 clusters
  Score: Raw -490319.634074 + Penalty 2775.605173 = -487544.028902
  nChanged 77
		SP:Iteration 16Q (102827.180000 sec): 3 clusters
  Score: Raw -490378.728946 + Penalty 2775.605173 = -487603.123773
  nChanged 64
		SP:Iteration 17Q (102827.360000 sec): 3 clusters
  Score: Raw -490433.399862 + Penalty 2775.605173 = -487657.794689
  nChanged 61
		SP:Iteration 18Q (102827.530000 sec): 3 clusters
  Score: Raw -490480.828654 + Penalty 2775.605173 = -487705.223481
  nChanged 46
		SP:Iteration 19Q (102827.700000 sec): 3 clusters
  Score: Raw -490512.396435 + Penalty 2775.605173 = -487736.791262
  nChanged 40
		SP:Iteration 20F (102827.800000 sec): 3 clusters
  Score: Raw -490541.149156 + Penalty 2775.605173 = -487765.543983
  nChanged 31
		SP:Iteration 21Q (102827.890000 sec): 3 clusters
  Score: Raw -490564.596993 + Penalty 2775.605173 = -487788.991821
  nChanged 28
		SP:Iteration 22Q (102828.100000 sec): 3 clusters
  Score: Raw -490585.706851 + Penalty 2775.605173 = -487810.101678
  nChanged 15
		SP:Iteration 23Q (102828.320000 sec): 3 clusters
  Score: Raw -490596.920828 + Penalty 2775.605173 = -487821.315655
  nChanged 17
		SP:Iteration 24Q (102828.470000 sec): 3 clusters
  Score: Raw -490610.034004 + Penalty 2775.605173 = -487834.428831
  nChanged 19
		SP:Iteration 25Q (102828.640000 sec): 3 clusters
  Score: Raw -490628.436455 + Penalty 2775.605173 = -487852.831282
  nChanged 24
		SP:Iteration 26Q (102828.820000 sec): 3 clusters
  Score: Raw -490648.105775 + Penalty 2775.605173 = -487872.500602
  nChanged 18
		SP:Iteration 27Q (102828.990000 sec): 3 clusters
  Score: Raw -490663.591452 + Penalty 2775.605173 = -487887.986279
  nChanged 14
		SP:Iteration 28Q (102829.130000 sec): 3 clusters
  Score: Raw -490676.747945 + Penalty 2775.605173 = -487901.142772
  nChanged 13
		SP:Iteration 29Q (102829.220000 sec): 3 clusters
  Score: Raw -490688.723558 + Penalty 2775.605173 = -487913.118385
  nChanged 18
		SP:Iteration 30Q (102829.320000 sec): 3 clusters
  Score: Raw -490708.026078 + Penalty 2775.605173 = -487932.420906
  nChanged 12
		SP:Iteration 31Q (102829.410000 sec): 3 clusters
  Score: Raw -490720.510588 + Penalty 2775.605173 = -487944.905415
  nChanged 5
		SP:Iteration 32Q (102829.500000 sec): 3 clusters
  Score: Raw -490725.749014 + Penalty 2775.605173 = -487950.143841
  nChanged 6
		SP:Iteration 33Q (102829.700000 sec): 3 clusters
  Score: Raw -490731.206045 + Penalty 2775.605173 = -487955.600872
  nChanged 2
		SP:Iteration 34Q (102829.870000 sec): 3 clusters
  Score: Raw -490734.518656 + Penalty 2775.605173 = -487958.913484
  nChanged 3
		SP:Iteration 35Q (102830.040000 sec): 3 clusters
  Score: Raw -490736.525993 + Penalty 2775.605173 = -487960.920820
  nChanged 1
		SP:Iteration 36Q (102830.220000 sec): 3 clusters
  Score: Raw -490738.289906 + Penalty 2775.605173 = -487962.684734
  nChanged 3
		SP:Iteration 37Q (102830.390000 sec): 3 clusters
  Score: Raw -490741.360408 + Penalty 2775.605173 = -487965.755235
  nChanged 3
		SP:Iteration 38Q (102830.570000 sec): 3 clusters
  Score: Raw -490742.771414 + Penalty 2775.605173 = -487967.166241
  nChanged 2
		SP:Iteration 39Q (102830.740000 sec): 3 clusters
  Score: Raw -490743.813448 + Penalty 2775.605173 = -487968.208275
  nChanged 0
		SP:Iteration 40F (102830.920000 sec): 3 clusters
  Score: Raw -490743.813448 + Penalty 2775.605173 = -487968.208275
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 28 (8633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102831.020000 sec): 2 clusters
  Score: Raw -818188.700710 + Penalty 1472.793944 = -816715.906766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102831.240000 sec): 3 clusters
  Score: Raw -813310.807499 + Penalty 2945.587888 = -810365.219611
  nChanged 3684
		SP:Iteration 1F (102831.430000 sec): 3 clusters
  Score: Raw -815208.279527 + Penalty 2945.587888 = -812262.691639
  nChanged 596
		SP:Iteration 2F (102831.610000 sec): 3 clusters
  Score: Raw -815471.172683 + Penalty 2945.587888 = -812525.584795
  nChanged 483
		SP:Iteration 3F (102831.830000 sec): 3 clusters
  Score: Raw -815682.351462 + Penalty 2945.587888 = -812736.763574
  nChanged 404
		SP:Iteration 4Q (102832.010000 sec): 3 clusters
  Score: Raw -815880.234975 + Penalty 2945.587888 = -812934.647086
  nChanged 431
		SP:Iteration 5Q (102832.190000 sec): 3 clusters
  Score: Raw -816081.137831 + Penalty 2945.587888 = -813135.549942
  nChanged 395
		SP:Iteration 6Q (102832.370000 sec): 3 clusters
  Score: Raw -816270.852500 + Penalty 2945.587888 = -813325.264611
  nChanged 375
		SP:Iteration 7Q (102832.550000 sec): 3 clusters
  Score: Raw -816433.428101 + Penalty 2945.587888 = -813487.840213
  nChanged 352
		SP:Iteration 8Q (102832.750000 sec): 3 clusters
  Score: Raw -816586.023886 + Penalty 2945.587888 = -813640.435998
  nChanged 319
		SP:Iteration 9Q (102832.940000 sec): 3 clusters
  Score: Raw -816711.018983 + Penalty 2945.587888 = -813765.431095
  nChanged 274
		SP:Iteration 10Q (102833.130000 sec): 3 clusters
  Score: Raw -816815.973599 + Penalty 2945.587888 = -813870.385711
  nChanged 244
		SP:Iteration 11Q (102833.320000 sec): 3 clusters
  Score: Raw -816910.453241 + Penalty 2945.587888 = -813964.865353
  nChanged 238
		SP:Iteration 12Q (102833.520000 sec): 3 clusters
  Score: Raw -817004.632500 + Penalty 2945.587888 = -814059.044612
  nChanged 201
		SP:Iteration 13Q (102833.710000 sec): 3 clusters
  Score: Raw -817078.585576 + Penalty 2945.587888 = -814132.997688
  nChanged 178
		SP:Iteration 14Q (102833.910000 sec): 3 clusters
  Score: Raw -817150.663936 + Penalty 2945.587888 = -814205.076047
  nChanged 194
		SP:Iteration 15Q (102834.100000 sec): 3 clusters
  Score: Raw -817232.353989 + Penalty 2945.587888 = -814286.766101
  nChanged 203
		SP:Iteration 16Q (102834.290000 sec): 3 clusters
  Score: Raw -817320.739833 + Penalty 2945.587888 = -814375.151944
  nChanged 187
		SP:Iteration 17Q (102834.490000 sec): 3 clusters
  Score: Raw -817405.807859 + Penalty 2945.587888 = -814460.219971
  nChanged 167
		SP:Iteration 18Q (102834.680000 sec): 3 clusters
  Score: Raw -817488.700035 + Penalty 2945.587888 = -814543.112147
  nChanged 174
		SP:Iteration 19Q (102834.880000 sec): 3 clusters
  Score: Raw -817587.584022 + Penalty 2945.587888 = -814641.996134
  nChanged 193
		SP:Iteration 20F (102835.080000 sec): 3 clusters
  Score: Raw -817698.391309 + Penalty 2945.587888 = -814752.803421
  nChanged 175
		SP:Iteration 21Q (102835.270000 sec): 3 clusters
  Score: Raw -817807.946165 + Penalty 2945.587888 = -814862.358276
  nChanged 167
		SP:Iteration 22Q (102835.470000 sec): 3 clusters
  Score: Raw -817919.455826 + Penalty 2945.587888 = -814973.867938
  nChanged 140
		SP:Iteration 23Q (102835.660000 sec): 3 clusters
  Score: Raw -818024.236208 + Penalty 2945.587888 = -815078.648320
  nChanged 112
		SP:Iteration 24Q (102835.850000 sec): 3 clusters
  Score: Raw -818096.664315 + Penalty 2945.587888 = -815151.076427
  nChanged 79
		SP:Iteration 25Q (102836.050000 sec): 3 clusters
  Score: Raw -818154.090952 + Penalty 2945.587888 = -815208.503063
  nChanged 65
		SP:Iteration 26Q (102836.240000 sec): 3 clusters
  Score: Raw -818208.458165 + Penalty 2945.587888 = -815262.870277
  nChanged 52
		SP:Iteration 27Q (102836.420000 sec): 3 clusters
  Score: Raw -818247.622911 + Penalty 2945.587888 = -815302.035023
  nChanged 37
		SP:Iteration 28Q (102836.660000 sec): 3 clusters
  Score: Raw -818274.081646 + Penalty 2945.587888 = -815328.493758
  nChanged 31
		SP:Iteration 29Q (102836.820000 sec): 3 clusters
  Score: Raw -818295.981827 + Penalty 2945.587888 = -815350.393939
  nChanged 19
		SP:Iteration 30Q (102837.000000 sec): 3 clusters
  Score: Raw -818308.582253 + Penalty 2945.587888 = -815362.994365
  nChanged 18
		SP:Iteration 31Q (102837.200000 sec): 3 clusters
  Score: Raw -818322.986808 + Penalty 2945.587888 = -815377.398920
  nChanged 16
		SP:Iteration 32Q (102837.390000 sec): 3 clusters
  Score: Raw -818336.495764 + Penalty 2945.587888 = -815390.907876
  nChanged 9
		SP:Iteration 33Q (102837.590000 sec): 3 clusters
  Score: Raw -818340.707369 + Penalty 2945.587888 = -815395.119480
  nChanged 3
		SP:Iteration 34Q (102837.780000 sec): 3 clusters
  Score: Raw -818343.108948 + Penalty 2945.587888 = -815397.521060
  nChanged 5
		SP:Iteration 35Q (102837.980000 sec): 3 clusters
  Score: Raw -818345.598436 + Penalty 2945.587888 = -815400.010548
  nChanged 4
		SP:Iteration 36Q (102838.180000 sec): 3 clusters
  Score: Raw -818347.737519 + Penalty 2945.587888 = -815402.149631
  nChanged 3
		SP:Iteration 37Q (102838.370000 sec): 3 clusters
  Score: Raw -818349.288962 + Penalty 2945.587888 = -815403.701074
  nChanged 1
		SP:Iteration 38Q (102838.570000 sec): 3 clusters
  Score: Raw -818349.947596 + Penalty 2945.587888 = -815404.359708
  nChanged 0
		SP:Iteration 39F (102838.760000 sec): 3 clusters
  Score: Raw -818349.947596 + Penalty 2945.587888 = -815404.359708
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 29 (3894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102838.880000 sec): 2 clusters
  Score: Raw -260952.201161 + Penalty 1343.418730 = -259608.782431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102839.060000 sec): 3 clusters
  Score: Raw -259042.579115 + Penalty 2686.837460 = -256355.741655
  nChanged 1562
		SP:Iteration 1F (102839.230000 sec): 3 clusters
  Score: Raw -260215.017670 + Penalty 2686.837460 = -257528.180209
  nChanged 393
		SP:Iteration 2F (102839.410000 sec): 3 clusters
  Score: Raw -260605.910476 + Penalty 2686.837460 = -257919.073016
  nChanged 327
		SP:Iteration 3F (102839.580000 sec): 3 clusters
  Score: Raw -260911.762973 + Penalty 2686.837460 = -258224.925512
  nChanged 252
		SP:Iteration 4F (102839.760000 sec): 3 clusters
  Score: Raw -261142.738632 + Penalty 2686.837460 = -258455.901172
  nChanged 192
		SP:Iteration 5Q (102839.930000 sec): 3 clusters
  Score: Raw -261279.475340 + Penalty 2686.837460 = -258592.637880
  nChanged 138
		SP:Iteration 6Q (102840.110000 sec): 3 clusters
  Score: Raw -261370.075377 + Penalty 2686.837460 = -258683.237917
  nChanged 113
		SP:Iteration 7Q (102840.280000 sec): 3 clusters
  Score: Raw -261433.527261 + Penalty 2686.837460 = -258746.689801
  nChanged 85
		SP:Iteration 8Q (102840.460000 sec): 3 clusters
  Score: Raw -261480.702160 + Penalty 2686.837460 = -258793.864699
  nChanged 70
		SP:Iteration 9Q (102840.640000 sec): 3 clusters
  Score: Raw -261518.749371 + Penalty 2686.837460 = -258831.911911
  nChanged 50
		SP:Iteration 10Q (102840.810000 sec): 3 clusters
  Score: Raw -261541.524505 + Penalty 2686.837460 = -258854.687045
  nChanged 39
		SP:Iteration 11Q (102840.990000 sec): 3 clusters
  Score: Raw -261557.919711 + Penalty 2686.837460 = -258871.082250
  nChanged 26
		SP:Iteration 12Q (102841.160000 sec): 3 clusters
  Score: Raw -261567.840844 + Penalty 2686.837460 = -258881.003383
  nChanged 19
		SP:Iteration 13Q (102841.340000 sec): 3 clusters
  Score: Raw -261573.801448 + Penalty 2686.837460 = -258886.963987
  nChanged 18
		SP:Iteration 14Q (102841.520000 sec): 3 clusters
  Score: Raw -261578.813232 + Penalty 2686.837460 = -258891.975771
  nChanged 15
		SP:Iteration 15Q (102841.690000 sec): 3 clusters
  Score: Raw -261582.235600 + Penalty 2686.837460 = -258895.398139
  nChanged 12
		SP:Iteration 16Q (102841.870000 sec): 3 clusters
  Score: Raw -261586.100396 + Penalty 2686.837460 = -258899.262936
  nChanged 12
		SP:Iteration 17Q (102842.040000 sec): 3 clusters
  Score: Raw -261590.549216 + Penalty 2686.837460 = -258903.711756
  nChanged 13
		SP:Iteration 18Q (102842.220000 sec): 3 clusters
  Score: Raw -261595.689716 + Penalty 2686.837460 = -258908.852255
  nChanged 15
		SP:Iteration 19Q (102842.400000 sec): 3 clusters
  Score: Raw -261600.498274 + Penalty 2686.837460 = -258913.660814
  nChanged 13
		SP:Iteration 20F (102842.570000 sec): 3 clusters
  Score: Raw -261604.678258 + Penalty 2686.837460 = -258917.840798
  nChanged 11
		SP:Iteration 21Q (102842.750000 sec): 3 clusters
  Score: Raw -261608.838074 + Penalty 2686.837460 = -258922.000613
  nChanged 11
		SP:Iteration 22Q (102842.920000 sec): 3 clusters
  Score: Raw -261613.851066 + Penalty 2686.837460 = -258927.013605
  nChanged 6
		SP:Iteration 23Q (102843.100000 sec): 3 clusters
  Score: Raw -261615.400213 + Penalty 2686.837460 = -258928.562752
  nChanged 3
		SP:Iteration 24Q (102843.280000 sec): 3 clusters
  Score: Raw -261616.189208 + Penalty 2686.837460 = -258929.351747
  nChanged 6
		SP:Iteration 25Q (102843.450000 sec): 3 clusters
  Score: Raw -261617.952612 + Penalty 2686.837460 = -258931.115152
  nChanged 8
		SP:Iteration 26Q (102843.630000 sec): 3 clusters
  Score: Raw -261621.440509 + Penalty 2686.837460 = -258934.603048
  nChanged 14
		SP:Iteration 27Q (102843.800000 sec): 3 clusters
  Score: Raw -261628.433818 + Penalty 2686.837460 = -258941.596358
  nChanged 12
		SP:Iteration 28Q (102843.980000 sec): 3 clusters
  Score: Raw -261633.155016 + Penalty 2686.837460 = -258946.317556
  nChanged 13
		SP:Iteration 29Q (102844.160000 sec): 3 clusters
  Score: Raw -261638.114003 + Penalty 2686.837460 = -258951.276542
  nChanged 12
		SP:Iteration 30Q (102844.330000 sec): 3 clusters
  Score: Raw -261641.554683 + Penalty 2686.837460 = -258954.717222
  nChanged 12
		SP:Iteration 31Q (102844.510000 sec): 3 clusters
  Score: Raw -261645.115907 + Penalty 2686.837460 = -258958.278447
  nChanged 10
		SP:Iteration 32Q (102844.670000 sec): 3 clusters
  Score: Raw -261649.424793 + Penalty 2686.837460 = -258962.587333
  nChanged 14
		SP:Iteration 33Q (102844.860000 sec): 3 clusters
  Score: Raw -261653.736132 + Penalty 2686.837460 = -258966.898672
  nChanged 13
		SP:Iteration 34Q (102845.030000 sec): 3 clusters
  Score: Raw -261657.990353 + Penalty 2686.837460 = -258971.152893
  nChanged 17
		SP:Iteration 35Q (102845.210000 sec): 3 clusters
  Score: Raw -261666.148797 + Penalty 2686.837460 = -258979.311336
  nChanged 15
		SP:Iteration 36Q (102845.380000 sec): 3 clusters
  Score: Raw -261670.082846 + Penalty 2686.837460 = -258983.245385
  nChanged 14
		SP:Iteration 37Q (102845.560000 sec): 3 clusters
  Score: Raw -261675.641913 + Penalty 2686.837460 = -258988.804452
  nChanged 18
		SP:Iteration 38Q (102845.740000 sec): 3 clusters
  Score: Raw -261681.265318 + Penalty 2686.837460 = -258994.427857
  nChanged 10
		SP:Iteration 39Q (102845.910000 sec): 3 clusters
  Score: Raw -261683.537512 + Penalty 2686.837460 = -258996.700052
  nChanged 6
		SP:Iteration 40F (102846.080000 sec): 3 clusters
  Score: Raw -261684.368797 + Penalty 2686.837460 = -258997.531336
  nChanged 3
		SP:Iteration 41Q (102846.160000 sec): 3 clusters
  Score: Raw -261684.825121 + Penalty 2686.837460 = -258997.987661
  nChanged 0
		SP:Iteration 42F (102846.240000 sec): 3 clusters
  Score: Raw -261684.825121 + Penalty 2686.837460 = -258997.987661
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 30 (3880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102846.320000 sec): 2 clusters
  Score: Raw -333792.377438 + Penalty 1342.833445 = -332449.543992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102846.500000 sec): 3 clusters
  Score: Raw -331773.959234 + Penalty 2685.666891 = -329088.292343
  nChanged 1545
		SP:Iteration 1F (102846.680000 sec): 3 clusters
  Score: Raw -332713.308239 + Penalty 2685.666891 = -330027.641349
  nChanged 339
		SP:Iteration 2F (102846.850000 sec): 3 clusters
  Score: Raw -332989.029647 + Penalty 2685.666891 = -330303.362756
  nChanged 280
		SP:Iteration 3F (102847.030000 sec): 3 clusters
  Score: Raw -333237.224930 + Penalty 2685.666891 = -330551.558039
  nChanged 263
		SP:Iteration 4F (102847.200000 sec): 3 clusters
  Score: Raw -333465.877273 + Penalty 2685.666891 = -330780.210382
  nChanged 212
		SP:Iteration 5F (102847.380000 sec): 3 clusters
  Score: Raw -333655.266675 + Penalty 2685.666891 = -330969.599785
  nChanged 184
		SP:Iteration 6Q (102847.560000 sec): 3 clusters
  Score: Raw -333831.242630 + Penalty 2685.666891 = -331145.575739
  nChanged 164
		SP:Iteration 7Q (102847.730000 sec): 3 clusters
  Score: Raw -333974.385626 + Penalty 2685.666891 = -331288.718736
  nChanged 140
		SP:Iteration 8Q (102847.910000 sec): 3 clusters
  Score: Raw -334076.887331 + Penalty 2685.666891 = -331391.220441
  nChanged 109
		SP:Iteration 9Q (102848.080000 sec): 3 clusters
  Score: Raw -334132.556108 + Penalty 2685.666891 = -331446.889218
  nChanged 64
		SP:Iteration 10Q (102848.260000 sec): 3 clusters
  Score: Raw -334162.208299 + Penalty 2685.666891 = -331476.541409
  nChanged 48
		SP:Iteration 11Q (102848.440000 sec): 3 clusters
  Score: Raw -334178.904187 + Penalty 2685.666891 = -331493.237296
  nChanged 35
		SP:Iteration 12Q (102848.610000 sec): 3 clusters
  Score: Raw -334192.186585 + Penalty 2685.666891 = -331506.519695
  nChanged 41
		SP:Iteration 13Q (102848.790000 sec): 3 clusters
  Score: Raw -334203.014842 + Penalty 2685.666891 = -331517.347951
  nChanged 33
		SP:Iteration 14Q (102848.960000 sec): 3 clusters
  Score: Raw -334212.891384 + Penalty 2685.666891 = -331527.224493
  nChanged 28
		SP:Iteration 15Q (102849.140000 sec): 3 clusters
  Score: Raw -334223.730053 + Penalty 2685.666891 = -331538.063163
  nChanged 27
		SP:Iteration 16Q (102849.310000 sec): 3 clusters
  Score: Raw -334232.193937 + Penalty 2685.666891 = -331546.527047
  nChanged 30
		SP:Iteration 17Q (102849.490000 sec): 3 clusters
  Score: Raw -334241.282310 + Penalty 2685.666891 = -331555.615420
  nChanged 33
		SP:Iteration 18Q (102849.590000 sec): 3 clusters
  Score: Raw -334252.013531 + Penalty 2685.666891 = -331566.346641
  nChanged 37
		SP:Iteration 19Q (102849.670000 sec): 3 clusters
  Score: Raw -334265.246084 + Penalty 2685.666891 = -331579.579194
  nChanged 32
		SP:Iteration 20F (102849.750000 sec): 3 clusters
  Score: Raw -334277.843134 + Penalty 2685.666891 = -331592.176243
  nChanged 36
		SP:Iteration 21Q (102849.830000 sec): 3 clusters
  Score: Raw -334293.298990 + Penalty 2685.666891 = -331607.632099
  nChanged 31
		SP:Iteration 22Q (102849.910000 sec): 3 clusters
  Score: Raw -334305.334237 + Penalty 2685.666891 = -331619.667346
  nChanged 34
		SP:Iteration 23Q (102850.030000 sec): 3 clusters
  Score: Raw -334318.818201 + Penalty 2685.666891 = -331633.151311
  nChanged 39
		SP:Iteration 24Q (102850.220000 sec): 3 clusters
  Score: Raw -334331.740077 + Penalty 2685.666891 = -331646.073186
  nChanged 33
		SP:Iteration 25Q (102850.420000 sec): 3 clusters
  Score: Raw -334344.447926 + Penalty 2685.666891 = -331658.781035
  nChanged 31
		SP:Iteration 26Q (102850.600000 sec): 3 clusters
  Score: Raw -334355.481764 + Penalty 2685.666891 = -331669.814873
  nChanged 29
		SP:Iteration 27Q (102850.770000 sec): 3 clusters
  Score: Raw -334367.662239 + Penalty 2685.666891 = -331681.995348
  nChanged 38
		SP:Iteration 28Q (102850.950000 sec): 3 clusters
  Score: Raw -334384.355904 + Penalty 2685.666891 = -331698.689014
  nChanged 42
		SP:Iteration 29Q (102851.120000 sec): 3 clusters
  Score: Raw -334400.360974 + Penalty 2685.666891 = -331714.694083
  nChanged 37
		SP:Iteration 30Q (102851.290000 sec): 3 clusters
  Score: Raw -334419.582984 + Penalty 2685.666891 = -331733.916094
  nChanged 42
		SP:Iteration 31Q (102851.450000 sec): 3 clusters
  Score: Raw -334438.577104 + Penalty 2685.666891 = -331752.910214
  nChanged 40
		SP:Iteration 32Q (102851.610000 sec): 3 clusters
  Score: Raw -334453.901496 + Penalty 2685.666891 = -331768.234606
  nChanged 43
		SP:Iteration 33Q (102851.780000 sec): 3 clusters
  Score: Raw -334470.061713 + Penalty 2685.666891 = -331784.394823
  nChanged 37
		SP:Iteration 34Q (102851.940000 sec): 3 clusters
  Score: Raw -334482.240792 + Penalty 2685.666891 = -331796.573901
  nChanged 27
		SP:Iteration 35Q (102852.100000 sec): 3 clusters
  Score: Raw -334491.772262 + Penalty 2685.666891 = -331806.105371
  nChanged 28
		SP:Iteration 36Q (102852.270000 sec): 3 clusters
  Score: Raw -334503.069064 + Penalty 2685.666891 = -331817.402174
  nChanged 26
		SP:Iteration 37Q (102852.430000 sec): 3 clusters
  Score: Raw -334512.778108 + Penalty 2685.666891 = -331827.111217
  nChanged 24
		SP:Iteration 38Q (102852.590000 sec): 3 clusters
  Score: Raw -334519.908749 + Penalty 2685.666891 = -331834.241858
  nChanged 27
		SP:Iteration 39Q (102852.760000 sec): 3 clusters
  Score: Raw -334530.647524 + Penalty 2685.666891 = -331844.980633
  nChanged 30
		SP:Iteration 40F (102852.920000 sec): 3 clusters
  Score: Raw -334541.941116 + Penalty 2685.666891 = -331856.274225
  nChanged 30
		SP:Iteration 41Q (102853.080000 sec): 3 clusters
  Score: Raw -334554.210579 + Penalty 2685.666891 = -331868.543688
  nChanged 35
		SP:Iteration 42Q (102853.250000 sec): 3 clusters
  Score: Raw -334567.317574 + Penalty 2685.666891 = -331881.650684
  nChanged 30
		SP:Iteration 43Q (102853.410000 sec): 3 clusters
  Score: Raw -334580.903987 + Penalty 2685.666891 = -331895.237096
  nChanged 31
		SP:Iteration 44Q (102853.570000 sec): 3 clusters
  Score: Raw -334594.009651 + Penalty 2685.666891 = -331908.342760
  nChanged 23
		SP:Iteration 45Q (102853.740000 sec): 3 clusters
  Score: Raw -334602.652570 + Penalty 2685.666891 = -331916.985679
  nChanged 24
		SP:Iteration 46Q (102853.900000 sec): 3 clusters
  Score: Raw -334611.567201 + Penalty 2685.666891 = -331925.900310
  nChanged 22
		SP:Iteration 47Q (102854.060000 sec): 3 clusters
  Score: Raw -334623.689290 + Penalty 2685.666891 = -331938.022400
  nChanged 18
		SP:Iteration 48Q (102854.230000 sec): 3 clusters
  Score: Raw -334632.085781 + Penalty 2685.666891 = -331946.418891
  nChanged 17
		SP:Iteration 49Q (102854.390000 sec): 3 clusters
  Score: Raw -334639.125174 + Penalty 2685.666891 = -331953.458284
  nChanged 17
		SP:Iteration 50Q (102854.550000 sec): 3 clusters
  Score: Raw -334646.539231 + Penalty 2685.666891 = -331960.872340
  nChanged 13
		SP:Iteration 51Q (102854.680000 sec): 3 clusters
  Score: Raw -334652.152608 + Penalty 2685.666891 = -331966.485717
  nChanged 15
		SP:Iteration 52Q (102854.840000 sec): 3 clusters
  Score: Raw -334658.659085 + Penalty 2685.666891 = -331972.992195
  nChanged 16
		SP:Iteration 53Q (102855.010000 sec): 3 clusters
  Score: Raw -334667.064150 + Penalty 2685.666891 = -331981.397259
  nChanged 26
		SP:Iteration 54Q (102855.170000 sec): 3 clusters
  Score: Raw -334680.604094 + Penalty 2685.666891 = -331994.937203
  nChanged 24
		SP:Iteration 55Q (102855.340000 sec): 3 clusters
  Score: Raw -334693.177393 + Penalty 2685.666891 = -332007.510503
  nChanged 25
		SP:Iteration 56Q (102855.500000 sec): 3 clusters
  Score: Raw -334708.255972 + Penalty 2685.666891 = -332022.589081
  nChanged 19
		SP:Iteration 57Q (102855.660000 sec): 3 clusters
  Score: Raw -334718.693777 + Penalty 2685.666891 = -332033.026886
  nChanged 15
		SP:Iteration 58Q (102855.820000 sec): 3 clusters
  Score: Raw -334727.354942 + Penalty 2685.666891 = -332041.688052
  nChanged 16
		SP:Iteration 59Q (102855.980000 sec): 3 clusters
  Score: Raw -334734.283884 + Penalty 2685.666891 = -332048.616994
  nChanged 13
		SP:Iteration 60F (102856.140000 sec): 3 clusters
  Score: Raw -334741.186316 + Penalty 2685.666891 = -332055.519426
  nChanged 9
		SP:Iteration 61Q (102856.300000 sec): 3 clusters
  Score: Raw -334745.317860 + Penalty 2685.666891 = -332059.650969
  nChanged 10
		SP:Iteration 62Q (102856.460000 sec): 3 clusters
  Score: Raw -334750.055478 + Penalty 2685.666891 = -332064.388587
  nChanged 8
		SP:Iteration 63Q (102856.620000 sec): 3 clusters
  Score: Raw -334754.780982 + Penalty 2685.666891 = -332069.114092
  nChanged 11
		SP:Iteration 64Q (102856.780000 sec): 3 clusters
  Score: Raw -334760.631476 + Penalty 2685.666891 = -332074.964585
  nChanged 13
		SP:Iteration 65Q (102856.940000 sec): 3 clusters
  Score: Raw -334765.897520 + Penalty 2685.666891 = -332080.230630
  nChanged 15
		SP:Iteration 66Q (102857.100000 sec): 3 clusters
  Score: Raw -334772.177978 + Penalty 2685.666891 = -332086.511087
  nChanged 9
		SP:Iteration 67Q (102857.260000 sec): 3 clusters
  Score: Raw -334776.563955 + Penalty 2685.666891 = -332090.897064
  nChanged 9
		SP:Iteration 68Q (102857.420000 sec): 3 clusters
  Score: Raw -334779.861000 + Penalty 2685.666891 = -332094.194109
  nChanged 8
		SP:Iteration 69Q (102857.580000 sec): 3 clusters
  Score: Raw -334783.935353 + Penalty 2685.666891 = -332098.268462
  nChanged 7
		SP:Iteration 70Q (102857.740000 sec): 3 clusters
  Score: Raw -334788.619721 + Penalty 2685.666891 = -332102.952830
  nChanged 13
		SP:Iteration 71Q (102857.900000 sec): 3 clusters
  Score: Raw -334793.179231 + Penalty 2685.666891 = -332107.512340
  nChanged 7
		SP:Iteration 72Q (102858.060000 sec): 3 clusters
  Score: Raw -334795.797519 + Penalty 2685.666891 = -332110.130629
  nChanged 4
		SP:Iteration 73Q (102858.220000 sec): 3 clusters
  Score: Raw -334798.466426 + Penalty 2685.666891 = -332112.799535
  nChanged 5
		SP:Iteration 74Q (102858.380000 sec): 3 clusters
  Score: Raw -334801.092210 + Penalty 2685.666891 = -332115.425319
  nChanged 0
		SP:Iteration 75F (102858.540000 sec): 3 clusters
  Score: Raw -334801.092210 + Penalty 2685.666891 = -332115.425319
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 31 (16308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102858.750000 sec): 2 clusters
  Score: Raw -1376631.743059 + Penalty 1576.154298 = -1375055.588761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102859.040000 sec): 3 clusters
  Score: Raw -1367009.115294 + Penalty 3152.308596 = -1363856.806699
  nChanged 7351
		SP:Iteration 1F (102859.290000 sec): 3 clusters
  Score: Raw -1371500.995969 + Penalty 3152.308596 = -1368348.687373
  nChanged 1192
		SP:Iteration 2F (102859.570000 sec): 3 clusters
  Score: Raw -1372230.681241 + Penalty 3152.308596 = -1369078.372645
  nChanged 1142
		SP:Iteration 3F (102859.860000 sec): 3 clusters
  Score: Raw -1372922.375840 + Penalty 3152.308596 = -1369770.067244
  nChanged 1010
		SP:Iteration 4F (102860.140000 sec): 3 clusters
  Score: Raw -1373490.606102 + Penalty 3152.308596 = -1370338.297506
  nChanged 891
		SP:Iteration 5F (102860.430000 sec): 3 clusters
  Score: Raw -1374001.783343 + Penalty 3152.308596 = -1370849.474747
  nChanged 762
		SP:Iteration 6Q (102860.710000 sec): 3 clusters
  Score: Raw -1374405.882168 + Penalty 3152.308596 = -1371253.573572
  nChanged 658
		SP:Iteration 7Q (102861.000000 sec): 3 clusters
  Score: Raw -1374769.809356 + Penalty 3152.308596 = -1371617.500760
  nChanged 607
		SP:Iteration 8Q (102861.290000 sec): 3 clusters
  Score: Raw -1375026.945370 + Penalty 3152.308596 = -1371874.636775
  nChanged 445
		SP:Iteration 9Q (102861.570000 sec): 3 clusters
  Score: Raw -1375187.614994 + Penalty 3152.308596 = -1372035.306398
  nChanged 375
		SP:Iteration 10Q (102861.860000 sec): 3 clusters
  Score: Raw -1375314.389507 + Penalty 3152.308596 = -1372162.080912
  nChanged 311
		SP:Iteration 11Q (102862.140000 sec): 3 clusters
  Score: Raw -1375405.454011 + Penalty 3152.308596 = -1372253.145415
  nChanged 274
		SP:Iteration 12Q (102862.430000 sec): 3 clusters
  Score: Raw -1375482.959595 + Penalty 3152.308596 = -1372330.650999
  nChanged 252
		SP:Iteration 13Q (102862.710000 sec): 3 clusters
  Score: Raw -1375545.747712 + Penalty 3152.308596 = -1372393.439117
  nChanged 243
		SP:Iteration 14Q (102863.000000 sec): 3 clusters
  Score: Raw -1375606.437889 + Penalty 3152.308596 = -1372454.129294
  nChanged 203
		SP:Iteration 15Q (102863.290000 sec): 3 clusters
  Score: Raw -1375656.970402 + Penalty 3152.308596 = -1372504.661806
  nChanged 179
		SP:Iteration 16Q (102863.570000 sec): 3 clusters
  Score: Raw -1375701.919434 + Penalty 3152.308596 = -1372549.610838
  nChanged 190
		SP:Iteration 17Q (102863.860000 sec): 3 clusters
  Score: Raw -1375751.209932 + Penalty 3152.308596 = -1372598.901336
  nChanged 194
		SP:Iteration 18Q (102864.150000 sec): 3 clusters
  Score: Raw -1375798.798038 + Penalty 3152.308596 = -1372646.489442
  nChanged 212
		SP:Iteration 19Q (102864.430000 sec): 3 clusters
  Score: Raw -1375861.320297 + Penalty 3152.308596 = -1372709.011701
  nChanged 213
		SP:Iteration 20F (102864.720000 sec): 3 clusters
  Score: Raw -1375916.020869 + Penalty 3152.308596 = -1372763.712273
  nChanged 184
		SP:Iteration 21Q (102865.030000 sec): 3 clusters
  Score: Raw -1375962.784614 + Penalty 3152.308596 = -1372810.476018
  nChanged 192
		SP:Iteration 22Q (102865.330000 sec): 3 clusters
  Score: Raw -1376011.720703 + Penalty 3152.308596 = -1372859.412108
  nChanged 198
		SP:Iteration 23Q (102865.630000 sec): 3 clusters
  Score: Raw -1376066.505081 + Penalty 3152.308596 = -1372914.196485
  nChanged 208
		SP:Iteration 24Q (102865.940000 sec): 3 clusters
  Score: Raw -1376125.660070 + Penalty 3152.308596 = -1372973.351474
  nChanged 214
		SP:Iteration 25Q (102866.240000 sec): 3 clusters
  Score: Raw -1376192.485237 + Penalty 3152.308596 = -1373040.176641
  nChanged 209
		SP:Iteration 26Q (102866.550000 sec): 3 clusters
  Score: Raw -1376260.063020 + Penalty 3152.308596 = -1373107.754424
  nChanged 216
		SP:Iteration 27Q (102866.850000 sec): 3 clusters
  Score: Raw -1376333.407661 + Penalty 3152.308596 = -1373181.099065
  nChanged 201
		SP:Iteration 28Q (102867.110000 sec): 3 clusters
  Score: Raw -1376390.950251 + Penalty 3152.308596 = -1373238.641655
  nChanged 171
		SP:Iteration 29Q (102867.380000 sec): 3 clusters
  Score: Raw -1376439.545264 + Penalty 3152.308596 = -1373287.236669
  nChanged 141
		SP:Iteration 30Q (102867.680000 sec): 3 clusters
  Score: Raw -1376481.125429 + Penalty 3152.308596 = -1373328.816833
  nChanged 142
		SP:Iteration 31Q (102867.940000 sec): 3 clusters
  Score: Raw -1376525.576428 + Penalty 3152.308596 = -1373373.267832
  nChanged 143
		SP:Iteration 32Q (102868.200000 sec): 3 clusters
  Score: Raw -1376574.132459 + Penalty 3152.308596 = -1373421.823863
  nChanged 147
		SP:Iteration 33Q (102868.500000 sec): 3 clusters
  Score: Raw -1376620.659423 + Penalty 3152.308596 = -1373468.350827
  nChanged 142
		SP:Iteration 34Q (102868.810000 sec): 3 clusters
  Score: Raw -1376665.621147 + Penalty 3152.308596 = -1373513.312551
  nChanged 116
		SP:Iteration 35Q (102869.110000 sec): 3 clusters
  Score: Raw -1376700.563334 + Penalty 3152.308596 = -1373548.254738
  nChanged 122
		SP:Iteration 36Q (102869.410000 sec): 3 clusters
  Score: Raw -1376739.691183 + Penalty 3152.308596 = -1373587.382588
  nChanged 119
		SP:Iteration 37Q (102869.670000 sec): 3 clusters
  Score: Raw -1376780.542429 + Penalty 3152.308596 = -1373628.233833
  nChanged 123
		SP:Iteration 38Q (102869.970000 sec): 3 clusters
  Score: Raw -1376824.724023 + Penalty 3152.308596 = -1373672.415427
  nChanged 126
		SP:Iteration 39Q (102870.270000 sec): 3 clusters
  Score: Raw -1376870.836374 + Penalty 3152.308596 = -1373718.527778
  nChanged 125
		SP:Iteration 40F (102870.580000 sec): 3 clusters
  Score: Raw -1376915.727018 + Penalty 3152.308596 = -1373763.418423
  nChanged 122
		SP:Iteration 41Q (102870.840000 sec): 3 clusters
  Score: Raw -1376960.650375 + Penalty 3152.308596 = -1373808.341779
  nChanged 113
		SP:Iteration 42Q (102871.100000 sec): 3 clusters
  Score: Raw -1377002.603453 + Penalty 3152.308596 = -1373850.294857
  nChanged 116
		SP:Iteration 43Q (102871.360000 sec): 3 clusters
  Score: Raw -1377050.389011 + Penalty 3152.308596 = -1373898.080415
  nChanged 96
		SP:Iteration 44Q (102871.670000 sec): 3 clusters
  Score: Raw -1377083.555407 + Penalty 3152.308596 = -1373931.246812
  nChanged 77
		SP:Iteration 45Q (102871.970000 sec): 3 clusters
  Score: Raw -1377109.780863 + Penalty 3152.308596 = -1373957.472267
  nChanged 58
		SP:Iteration 46Q (102872.280000 sec): 3 clusters
  Score: Raw -1377130.149680 + Penalty 3152.308596 = -1373977.841084
  nChanged 64
		SP:Iteration 47Q (102872.630000 sec): 3 clusters
  Score: Raw -1377153.632810 + Penalty 3152.308596 = -1374001.324214
  nChanged 52
		SP:Iteration 48Q (102872.860000 sec): 3 clusters
  Score: Raw -1377168.300964 + Penalty 3152.308596 = -1374015.992368
  nChanged 33
		SP:Iteration 49Q (102873.160000 sec): 3 clusters
  Score: Raw -1377175.637304 + Penalty 3152.308596 = -1374023.328709
  nChanged 28
		SP:Iteration 50Q (102873.460000 sec): 3 clusters
  Score: Raw -1377183.987873 + Penalty 3152.308596 = -1374031.679277
  nChanged 29
		SP:Iteration 51Q (102873.770000 sec): 3 clusters
  Score: Raw -1377191.976664 + Penalty 3152.308596 = -1374039.668068
  nChanged 29
		SP:Iteration 52Q (102874.030000 sec): 3 clusters
  Score: Raw -1377201.806988 + Penalty 3152.308596 = -1374049.498393
  nChanged 30
		SP:Iteration 53Q (102874.260000 sec): 3 clusters
  Score: Raw -1377212.305483 + Penalty 3152.308596 = -1374059.996887
  nChanged 24
		SP:Iteration 54Q (102874.520000 sec): 3 clusters
  Score: Raw -1377217.882443 + Penalty 3152.308596 = -1374065.573847
  nChanged 17
		SP:Iteration 55Q (102874.780000 sec): 3 clusters
  Score: Raw -1377223.919802 + Penalty 3152.308596 = -1374071.611206
  nChanged 18
		SP:Iteration 56Q (102875.040000 sec): 3 clusters
  Score: Raw -1377228.510998 + Penalty 3152.308596 = -1374076.202402
  nChanged 21
		SP:Iteration 57Q (102875.350000 sec): 3 clusters
  Score: Raw -1377233.132691 + Penalty 3152.308596 = -1374080.824095
  nChanged 13
		SP:Iteration 58Q (102875.580000 sec): 3 clusters
  Score: Raw -1377236.663694 + Penalty 3152.308596 = -1374084.355098
  nChanged 16
		SP:Iteration 59Q (102875.830000 sec): 3 clusters
  Score: Raw -1377239.791957 + Penalty 3152.308596 = -1374087.483361
  nChanged 13
		SP:Iteration 60F (102876.140000 sec): 3 clusters
  Score: Raw -1377244.151696 + Penalty 3152.308596 = -1374091.843100
  nChanged 11
		SP:Iteration 61Q (102876.440000 sec): 3 clusters
  Score: Raw -1377246.113097 + Penalty 3152.308596 = -1374093.804501
  nChanged 10
		SP:Iteration 62Q (102876.740000 sec): 3 clusters
  Score: Raw -1377248.212225 + Penalty 3152.308596 = -1374095.903629
  nChanged 7
		SP:Iteration 63Q (102877.050000 sec): 3 clusters
  Score: Raw -1377249.150638 + Penalty 3152.308596 = -1374096.842043
  nChanged 4
		SP:Iteration 64Q (102877.350000 sec): 3 clusters
  Score: Raw -1377249.620947 + Penalty 3152.308596 = -1374097.312351
  nChanged 2
		SP:Iteration 65Q (102877.650000 sec): 3 clusters
  Score: Raw -1377250.345334 + Penalty 3152.308596 = -1374098.036738
  nChanged 3
		SP:Iteration 66Q (102877.910000 sec): 3 clusters
  Score: Raw -1377251.387327 + Penalty 3152.308596 = -1374099.078731
  nChanged 3
		SP:Iteration 67Q (102878.180000 sec): 3 clusters
  Score: Raw -1377251.921720 + Penalty 3152.308596 = -1374099.613124
  nChanged 2
		SP:Iteration 68Q (102878.400000 sec): 3 clusters
  Score: Raw -1377252.388066 + Penalty 3152.308596 = -1374100.079470
  nChanged 3
		SP:Iteration 69Q (102878.710000 sec): 3 clusters
  Score: Raw -1377252.822449 + Penalty 3152.308596 = -1374100.513853
  nChanged 1
		SP:Iteration 70Q (102879.010000 sec): 3 clusters
  Score: Raw -1377252.896542 + Penalty 3152.308596 = -1374100.587947
  nChanged 0
		SP:Iteration 71F (102879.310000 sec): 3 clusters
  Score: Raw -1377252.896542 + Penalty 3152.308596 = -1374100.587947
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 32 (872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102879.410000 sec): 2 clusters
  Score: Raw -60877.913664 + Penalty 1100.253281 = -59777.660383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102879.550000 sec): 3 clusters
  Score: Raw -60663.131815 + Penalty 2200.506563 = -58462.625252
  nChanged 269
		SP:Iteration 1F (102879.730000 sec): 3 clusters
  Score: Raw -60957.101979 + Penalty 2200.506563 = -58756.595416
  nChanged 91
		SP:Iteration 2F (102879.910000 sec): 3 clusters
  Score: Raw -61125.575412 + Penalty 2200.506563 = -58925.068850
  nChanged 61
		SP:Iteration 3F (102880.080000 sec): 3 clusters
  Score: Raw -61237.187551 + Penalty 2200.506563 = -59036.680988
  nChanged 32
		SP:Iteration 4Q (102880.260000 sec): 3 clusters
  Score: Raw -61285.747517 + Penalty 2200.506563 = -59085.240954
  nChanged 19
		SP:Iteration 5Q (102880.430000 sec): 3 clusters
  Score: Raw -61325.816713 + Penalty 2200.506563 = -59125.310150
  nChanged 13
		SP:Iteration 6Q (102880.600000 sec): 3 clusters
  Score: Raw -61343.047281 + Penalty 2200.506563 = -59142.540718
  nChanged 9
		SP:Iteration 7Q (102880.780000 sec): 3 clusters
  Score: Raw -61360.361841 + Penalty 2200.506563 = -59159.855278
  nChanged 13
		SP:Iteration 8Q (102880.950000 sec): 3 clusters
  Score: Raw -61375.665294 + Penalty 2200.506563 = -59175.158731
  nChanged 5
		SP:Iteration 9Q (102881.130000 sec): 3 clusters
  Score: Raw -61379.407035 + Penalty 2200.506563 = -59178.900473
  nChanged 3
		SP:Iteration 10Q (102881.310000 sec): 3 clusters
  Score: Raw -61381.903425 + Penalty 2200.506563 = -59181.396862
  nChanged 3
		SP:Iteration 11Q (102881.480000 sec): 3 clusters
  Score: Raw -61384.780208 + Penalty 2200.506563 = -59184.273645
  nChanged 5
		SP:Iteration 12Q (102881.660000 sec): 3 clusters
  Score: Raw -61391.171330 + Penalty 2200.506563 = -59190.664767
  nChanged 6
		SP:Iteration 13Q (102881.830000 sec): 3 clusters
  Score: Raw -61399.571977 + Penalty 2200.506563 = -59199.065414
  nChanged 8
		SP:Iteration 14Q (102882.010000 sec): 3 clusters
  Score: Raw -61403.583826 + Penalty 2200.506563 = -59203.077263
  nChanged 4
		SP:Iteration 15Q (102882.190000 sec): 3 clusters
  Score: Raw -61406.156466 + Penalty 2200.506563 = -59205.649903
  nChanged 3
		SP:Iteration 16Q (102882.360000 sec): 3 clusters
  Score: Raw -61407.648916 + Penalty 2200.506563 = -59207.142354
  nChanged 3
		SP:Iteration 17Q (102882.540000 sec): 3 clusters
  Score: Raw -61409.227534 + Penalty 2200.506563 = -59208.720971
  nChanged 2
		SP:Iteration 18Q (102882.710000 sec): 3 clusters
  Score: Raw -61410.009218 + Penalty 2200.506563 = -59209.502656
  nChanged 4
		SP:Iteration 19Q (102882.890000 sec): 3 clusters
  Score: Raw -61414.654455 + Penalty 2200.506563 = -59214.147892
  nChanged 5
		SP:Iteration 20F (102883.070000 sec): 3 clusters
  Score: Raw -61419.504782 + Penalty 2200.506563 = -59218.998219
  nChanged 7
		SP:Iteration 21Q (102883.240000 sec): 3 clusters
  Score: Raw -61425.315261 + Penalty 2200.506563 = -59224.808698
  nChanged 5
		SP:Iteration 22Q (102883.420000 sec): 3 clusters
  Score: Raw -61428.559782 + Penalty 2200.506563 = -59228.053220
  nChanged 2
		SP:Iteration 23Q (102883.600000 sec): 3 clusters
  Score: Raw -61430.140492 + Penalty 2200.506563 = -59229.633929
  nChanged 2
		SP:Iteration 24Q (102883.770000 sec): 3 clusters
  Score: Raw -61432.010594 + Penalty 2200.506563 = -59231.504032
  nChanged 3
		SP:Iteration 25Q (102883.950000 sec): 3 clusters
  Score: Raw -61433.971690 + Penalty 2200.506563 = -59233.465127
  nChanged 1
		SP:Iteration 26Q (102884.120000 sec): 3 clusters
  Score: Raw -61434.509126 + Penalty 2200.506563 = -59234.002564
  nChanged 2
		SP:Iteration 27Q (102884.300000 sec): 3 clusters
  Score: Raw -61435.809285 + Penalty 2200.506563 = -59235.302722
  nChanged 0
		SP:Iteration 28F (102884.480000 sec): 3 clusters
  Score: Raw -61435.809285 + Penalty 2200.506563 = -59235.302722
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 33 (2254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102884.550000 sec): 2 clusters
  Score: Raw -188914.898458 + Penalty 1254.575025 = -187660.323433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102884.730000 sec): 3 clusters
  Score: Raw -187957.812829 + Penalty 2509.150051 = -185448.662778
  nChanged 800
		SP:Iteration 1F (102884.900000 sec): 3 clusters
  Score: Raw -188601.035540 + Penalty 2509.150051 = -186091.885490
  nChanged 219
		SP:Iteration 2F (102885.080000 sec): 3 clusters
  Score: Raw -188835.549584 + Penalty 2509.150051 = -186326.399534
  nChanged 148
		SP:Iteration 3F (102885.260000 sec): 3 clusters
  Score: Raw -188973.836984 + Penalty 2509.150051 = -186464.686934
  nChanged 99
		SP:Iteration 4Q (102885.430000 sec): 3 clusters
  Score: Raw -189067.299888 + Penalty 2509.150051 = -186558.149837
  nChanged 84
		SP:Iteration 5Q (102885.610000 sec): 3 clusters
  Score: Raw -189156.981682 + Penalty 2509.150051 = -186647.831632
  nChanged 68
		SP:Iteration 6Q (102885.780000 sec): 3 clusters
  Score: Raw -189217.586926 + Penalty 2509.150051 = -186708.436875
  nChanged 50
		SP:Iteration 7Q (102885.960000 sec): 3 clusters
  Score: Raw -189266.189005 + Penalty 2509.150051 = -186757.038954
  nChanged 46
		SP:Iteration 8Q (102886.130000 sec): 3 clusters
  Score: Raw -189308.792662 + Penalty 2509.150051 = -186799.642611
  nChanged 47
		SP:Iteration 9Q (102886.310000 sec): 3 clusters
  Score: Raw -189357.254941 + Penalty 2509.150051 = -186848.104890
  nChanged 34
		SP:Iteration 10Q (102886.480000 sec): 3 clusters
  Score: Raw -189402.773710 + Penalty 2509.150051 = -186893.623659
  nChanged 44
		SP:Iteration 11Q (102886.660000 sec): 3 clusters
  Score: Raw -189451.280139 + Penalty 2509.150051 = -186942.130089
  nChanged 49
		SP:Iteration 12Q (102886.840000 sec): 3 clusters
  Score: Raw -189503.213905 + Penalty 2509.150051 = -186994.063855
  nChanged 40
		SP:Iteration 13Q (102887.010000 sec): 3 clusters
  Score: Raw -189543.965975 + Penalty 2509.150051 = -187034.815924
  nChanged 39
		SP:Iteration 14Q (102887.190000 sec): 3 clusters
  Score: Raw -189580.812409 + Penalty 2509.150051 = -187071.662358
  nChanged 29
		SP:Iteration 15Q (102887.360000 sec): 3 clusters
  Score: Raw -189607.304809 + Penalty 2509.150051 = -187098.154758
  nChanged 32
		SP:Iteration 16Q (102887.540000 sec): 3 clusters
  Score: Raw -189645.922159 + Penalty 2509.150051 = -187136.772108
  nChanged 34
		SP:Iteration 17Q (102887.720000 sec): 3 clusters
  Score: Raw -189683.847303 + Penalty 2509.150051 = -187174.697253
  nChanged 31
		SP:Iteration 18Q (102887.890000 sec): 3 clusters
  Score: Raw -189713.036330 + Penalty 2509.150051 = -187203.886279
  nChanged 32
		SP:Iteration 19Q (102888.070000 sec): 3 clusters
  Score: Raw -189743.619683 + Penalty 2509.150051 = -187234.469632
  nChanged 31
		SP:Iteration 20F (102888.240000 sec): 3 clusters
  Score: Raw -189772.594224 + Penalty 2509.150051 = -187263.444173
  nChanged 31
		SP:Iteration 21Q (102888.420000 sec): 3 clusters
  Score: Raw -189802.686981 + Penalty 2509.150051 = -187293.536930
  nChanged 29
		SP:Iteration 22Q (102888.600000 sec): 3 clusters
  Score: Raw -189824.593638 + Penalty 2509.150051 = -187315.443588
  nChanged 22
		SP:Iteration 23Q (102888.770000 sec): 3 clusters
  Score: Raw -189838.896226 + Penalty 2509.150051 = -187329.746176
  nChanged 16
		SP:Iteration 24Q (102888.950000 sec): 3 clusters
  Score: Raw -189849.944913 + Penalty 2509.150051 = -187340.794863
  nChanged 12
		SP:Iteration 25Q (102889.120000 sec): 3 clusters
  Score: Raw -189859.160707 + Penalty 2509.150051 = -187350.010656
  nChanged 17
		SP:Iteration 26Q (102889.300000 sec): 3 clusters
  Score: Raw -189876.347191 + Penalty 2509.150051 = -187367.197141
  nChanged 14
		SP:Iteration 27Q (102889.480000 sec): 3 clusters
  Score: Raw -189889.871430 + Penalty 2509.150051 = -187380.721379
  nChanged 14
		SP:Iteration 28Q (102889.650000 sec): 3 clusters
  Score: Raw -189897.252789 + Penalty 2509.150051 = -187388.102738
  nChanged 8
		SP:Iteration 29Q (102889.830000 sec): 3 clusters
  Score: Raw -189905.396626 + Penalty 2509.150051 = -187396.246575
  nChanged 7
		SP:Iteration 30Q (102890.000000 sec): 3 clusters
  Score: Raw -189908.867875 + Penalty 2509.150051 = -187399.717824
  nChanged 6
		SP:Iteration 31Q (102890.180000 sec): 3 clusters
  Score: Raw -189912.160808 + Penalty 2509.150051 = -187403.010758
  nChanged 7
		SP:Iteration 32Q (102890.360000 sec): 3 clusters
  Score: Raw -189916.308424 + Penalty 2509.150051 = -187407.158373
  nChanged 2
		SP:Iteration 33Q (102890.530000 sec): 3 clusters
  Score: Raw -189916.934921 + Penalty 2509.150051 = -187407.784870
  nChanged 2
		SP:Iteration 34Q (102890.710000 sec): 3 clusters
  Score: Raw -189917.729943 + Penalty 2509.150051 = -187408.579892
  nChanged 0
		SP:Iteration 35F (102890.880000 sec): 3 clusters
  Score: Raw -189917.729943 + Penalty 2509.150051 = -187408.579892
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 34 (5993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102890.970000 sec): 2 clusters
  Score: Raw -485990.686187 + Penalty 1413.481453 = -484577.204734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102891.080000 sec): 3 clusters
  Score: Raw -482820.687950 + Penalty 2826.962905 = -479993.725045
  nChanged 2476
		SP:Iteration 1F (102891.180000 sec): 3 clusters
  Score: Raw -484241.628307 + Penalty 2826.962905 = -481414.665401
  nChanged 429
		SP:Iteration 2F (102891.280000 sec): 3 clusters
  Score: Raw -484473.356290 + Penalty 2826.962905 = -481646.393385
  nChanged 368
		SP:Iteration 3F (102891.370000 sec): 3 clusters
  Score: Raw -484677.317105 + Penalty 2826.962905 = -481850.354200
  nChanged 319
		SP:Iteration 4F (102891.500000 sec): 3 clusters
  Score: Raw -484851.823295 + Penalty 2826.962905 = -482024.860390
  nChanged 282
		SP:Iteration 5Q (102891.660000 sec): 3 clusters
  Score: Raw -484996.815916 + Penalty 2826.962905 = -482169.853011
  nChanged 244
		SP:Iteration 6Q (102891.830000 sec): 3 clusters
  Score: Raw -485116.332054 + Penalty 2826.962905 = -482289.369149
  nChanged 223
		SP:Iteration 7Q (102892.000000 sec): 3 clusters
  Score: Raw -485225.928848 + Penalty 2826.962905 = -482398.965943
  nChanged 196
		SP:Iteration 8Q (102892.160000 sec): 3 clusters
  Score: Raw -485331.953408 + Penalty 2826.962905 = -482504.990503
  nChanged 190
		SP:Iteration 9Q (102892.380000 sec): 3 clusters
  Score: Raw -485432.702649 + Penalty 2826.962905 = -482605.739743
  nChanged 177
		SP:Iteration 10Q (102892.560000 sec): 3 clusters
  Score: Raw -485531.481634 + Penalty 2826.962905 = -482704.518729
  nChanged 163
		SP:Iteration 11Q (102892.780000 sec): 3 clusters
  Score: Raw -485613.785988 + Penalty 2826.962905 = -482786.823083
  nChanged 142
		SP:Iteration 12Q (102892.940000 sec): 3 clusters
  Score: Raw -485694.061252 + Penalty 2826.962905 = -482867.098347
  nChanged 144
		SP:Iteration 13Q (102893.180000 sec): 3 clusters
  Score: Raw -485781.874475 + Penalty 2826.962905 = -482954.911570
  nChanged 145
		SP:Iteration 14Q (102893.390000 sec): 3 clusters
  Score: Raw -485869.286965 + Penalty 2826.962905 = -483042.324060
  nChanged 131
		SP:Iteration 15Q (102893.570000 sec): 3 clusters
  Score: Raw -485941.288749 + Penalty 2826.962905 = -483114.325844
  nChanged 83
		SP:Iteration 16Q (102893.750000 sec): 3 clusters
  Score: Raw -485989.996188 + Penalty 2826.962905 = -483163.033283
  nChanged 65
		SP:Iteration 17Q (102893.920000 sec): 3 clusters
  Score: Raw -486027.474591 + Penalty 2826.962905 = -483200.511686
  nChanged 63
		SP:Iteration 18Q (102894.100000 sec): 3 clusters
  Score: Raw -486057.804134 + Penalty 2826.962905 = -483230.841229
  nChanged 57
		SP:Iteration 19Q (102894.270000 sec): 3 clusters
  Score: Raw -486093.977082 + Penalty 2826.962905 = -483267.014177
  nChanged 50
		SP:Iteration 20F (102894.440000 sec): 3 clusters
  Score: Raw -486120.334924 + Penalty 2826.962905 = -483293.372019
  nChanged 38
		SP:Iteration 21Q (102894.620000 sec): 3 clusters
  Score: Raw -486139.261089 + Penalty 2826.962905 = -483312.298184
  nChanged 36
		SP:Iteration 22Q (102894.800000 sec): 3 clusters
  Score: Raw -486164.933772 + Penalty 2826.962905 = -483337.970866
  nChanged 35
		SP:Iteration 23Q (102894.970000 sec): 3 clusters
  Score: Raw -486185.169057 + Penalty 2826.962905 = -483358.206152
  nChanged 34
		SP:Iteration 24Q (102895.140000 sec): 3 clusters
  Score: Raw -486209.549810 + Penalty 2826.962905 = -483382.586905
  nChanged 42
		SP:Iteration 25Q (102895.280000 sec): 3 clusters
  Score: Raw -486238.866277 + Penalty 2826.962905 = -483411.903372
  nChanged 46
		SP:Iteration 26Q (102895.450000 sec): 3 clusters
  Score: Raw -486272.352462 + Penalty 2826.962905 = -483445.389557
  nChanged 50
		SP:Iteration 27Q (102895.620000 sec): 3 clusters
  Score: Raw -486314.647886 + Penalty 2826.962905 = -483487.684981
  nChanged 45
		SP:Iteration 28Q (102895.780000 sec): 3 clusters
  Score: Raw -486355.689491 + Penalty 2826.962905 = -483528.726586
  nChanged 42
		SP:Iteration 29Q (102895.950000 sec): 3 clusters
  Score: Raw -486395.173044 + Penalty 2826.962905 = -483568.210139
  nChanged 37
		SP:Iteration 30Q (102896.110000 sec): 3 clusters
  Score: Raw -486421.474933 + Penalty 2826.962905 = -483594.512028
  nChanged 40
		SP:Iteration 31Q (102896.280000 sec): 3 clusters
  Score: Raw -486448.167336 + Penalty 2826.962905 = -483621.204431
  nChanged 43
		SP:Iteration 32Q (102896.450000 sec): 3 clusters
  Score: Raw -486481.047746 + Penalty 2826.962905 = -483654.084841
  nChanged 41
		SP:Iteration 33Q (102896.610000 sec): 3 clusters
  Score: Raw -486505.773016 + Penalty 2826.962905 = -483678.810110
  nChanged 38
		SP:Iteration 34Q (102896.780000 sec): 3 clusters
  Score: Raw -486528.645767 + Penalty 2826.962905 = -483701.682862
  nChanged 39
		SP:Iteration 35Q (102896.940000 sec): 3 clusters
  Score: Raw -486552.225814 + Penalty 2826.962905 = -483725.262909
  nChanged 38
		SP:Iteration 36Q (102897.110000 sec): 3 clusters
  Score: Raw -486575.561790 + Penalty 2826.962905 = -483748.598885
  nChanged 40
		SP:Iteration 37Q (102897.280000 sec): 3 clusters
  Score: Raw -486599.405239 + Penalty 2826.962905 = -483772.442334
  nChanged 38
		SP:Iteration 38Q (102897.490000 sec): 3 clusters
  Score: Raw -486621.503758 + Penalty 2826.962905 = -483794.540853
  nChanged 42
		SP:Iteration 39Q (102897.670000 sec): 3 clusters
  Score: Raw -486647.424760 + Penalty 2826.962905 = -483820.461855
  nChanged 47
		SP:Iteration 40F (102897.810000 sec): 3 clusters
  Score: Raw -486674.459494 + Penalty 2826.962905 = -483847.496589
  nChanged 54
		SP:Iteration 41Q (102897.970000 sec): 3 clusters
  Score: Raw -486704.959778 + Penalty 2826.962905 = -483877.996873
  nChanged 43
		SP:Iteration 42Q (102898.140000 sec): 3 clusters
  Score: Raw -486730.397334 + Penalty 2826.962905 = -483903.434429
  nChanged 39
		SP:Iteration 43Q (102898.300000 sec): 3 clusters
  Score: Raw -486748.540611 + Penalty 2826.962905 = -483921.577705
  nChanged 29
		SP:Iteration 44Q (102898.470000 sec): 3 clusters
  Score: Raw -486760.086199 + Penalty 2826.962905 = -483933.123294
  nChanged 27
		SP:Iteration 45Q (102898.640000 sec): 3 clusters
  Score: Raw -486771.813164 + Penalty 2826.962905 = -483944.850259
  nChanged 27
		SP:Iteration 46Q (102898.800000 sec): 3 clusters
  Score: Raw -486780.941473 + Penalty 2826.962905 = -483953.978568
  nChanged 14
		SP:Iteration 47Q (102898.970000 sec): 3 clusters
  Score: Raw -486785.096922 + Penalty 2826.962905 = -483958.134017
  nChanged 14
		SP:Iteration 48Q (102899.140000 sec): 3 clusters
  Score: Raw -486788.692433 + Penalty 2826.962905 = -483961.729527
  nChanged 6
		SP:Iteration 49Q (102899.360000 sec): 3 clusters
  Score: Raw -486789.590807 + Penalty 2826.962905 = -483962.627902
  nChanged 6
		SP:Iteration 50Q (102899.460000 sec): 3 clusters
  Score: Raw -486791.202225 + Penalty 2826.962905 = -483964.239320
  nChanged 8
		SP:Iteration 51Q (102899.550000 sec): 3 clusters
  Score: Raw -486793.075840 + Penalty 2826.962905 = -483966.112935
  nChanged 11
		SP:Iteration 52Q (102899.650000 sec): 3 clusters
  Score: Raw -486796.919936 + Penalty 2826.962905 = -483969.957031
  nChanged 9
		SP:Iteration 53Q (102899.750000 sec): 3 clusters
  Score: Raw -486800.164900 + Penalty 2826.962905 = -483973.201995
  nChanged 9
		SP:Iteration 54Q (102899.920000 sec): 3 clusters
  Score: Raw -486801.856297 + Penalty 2826.962905 = -483974.893392
  nChanged 6
		SP:Iteration 55Q (102900.090000 sec): 3 clusters
  Score: Raw -486803.474707 + Penalty 2826.962905 = -483976.511801
  nChanged 3
		SP:Iteration 56Q (102900.260000 sec): 3 clusters
  Score: Raw -486804.674779 + Penalty 2826.962905 = -483977.711873
  nChanged 2
		SP:Iteration 57Q (102900.490000 sec): 3 clusters
  Score: Raw -486804.889684 + Penalty 2826.962905 = -483977.926779
  nChanged 1
		SP:Iteration 58Q (102900.680000 sec): 3 clusters
  Score: Raw -486805.154076 + Penalty 2826.962905 = -483978.191171
  nChanged 1
		SP:Iteration 59Q (102900.840000 sec): 3 clusters
  Score: Raw -486805.213550 + Penalty 2826.962905 = -483978.250645
  nChanged 1
		SP:Iteration 60F (102901.010000 sec): 3 clusters
  Score: Raw -486805.328746 + Penalty 2826.962905 = -483978.365841
  nChanged 1
		SP:Iteration 61Q (102901.180000 sec): 3 clusters
  Score: Raw -486805.657993 + Penalty 2826.962905 = -483978.695088
  nChanged 2
		SP:Iteration 62Q (102901.340000 sec): 3 clusters
  Score: Raw -486806.272985 + Penalty 2826.962905 = -483979.310080
  nChanged 2
		SP:Iteration 63Q (102901.510000 sec): 3 clusters
  Score: Raw -486807.067220 + Penalty 2826.962905 = -483980.104315
  nChanged 4
		SP:Iteration 64Q (102901.680000 sec): 3 clusters
  Score: Raw -486808.041744 + Penalty 2826.962905 = -483981.078839
  nChanged 4
		SP:Iteration 65Q (102901.840000 sec): 3 clusters
  Score: Raw -486809.236975 + Penalty 2826.962905 = -483982.274070
  nChanged 2
		SP:Iteration 66Q (102902.010000 sec): 3 clusters
  Score: Raw -486809.524232 + Penalty 2826.962905 = -483982.561327
  nChanged 0
		SP:Iteration 67F (102902.170000 sec): 3 clusters
  Score: Raw -486809.524232 + Penalty 2826.962905 = -483982.561327
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 35 (7549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102902.300000 sec): 2 clusters
  Score: Raw -679336.157844 + Penalty 1450.990187 = -677885.167656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102902.520000 sec): 3 clusters
  Score: Raw -675221.976145 + Penalty 2901.980375 = -672319.995771
  nChanged 3227
		SP:Iteration 1F (102902.720000 sec): 3 clusters
  Score: Raw -677535.033169 + Penalty 2901.980375 = -674633.052795
  nChanged 782
		SP:Iteration 2F (102902.910000 sec): 3 clusters
  Score: Raw -678436.474772 + Penalty 2901.980375 = -675534.494398
  nChanged 689
		SP:Iteration 3F (102903.160000 sec): 3 clusters
  Score: Raw -679126.669335 + Penalty 2901.980375 = -676224.688961
  nChanged 553
		SP:Iteration 4F (102903.320000 sec): 3 clusters
  Score: Raw -679484.548867 + Penalty 2901.980375 = -676582.568492
  nChanged 352
		SP:Iteration 5Q (102903.520000 sec): 3 clusters
  Score: Raw -679675.810051 + Penalty 2901.980375 = -676773.829676
  nChanged 224
		SP:Iteration 6Q (102903.720000 sec): 3 clusters
  Score: Raw -679777.929703 + Penalty 2901.980375 = -676875.949328
  nChanged 156
		SP:Iteration 7Q (102903.920000 sec): 3 clusters
  Score: Raw -679831.683884 + Penalty 2901.980375 = -676929.703510
  nChanged 118
		SP:Iteration 8Q (102904.110000 sec): 3 clusters
  Score: Raw -679861.284816 + Penalty 2901.980375 = -676959.304442
  nChanged 80
		SP:Iteration 9Q (102904.310000 sec): 3 clusters
  Score: Raw -679877.781979 + Penalty 2901.980375 = -676975.801605
  nChanged 54
		SP:Iteration 10Q (102904.510000 sec): 3 clusters
  Score: Raw -679888.291793 + Penalty 2901.980375 = -676986.311419
  nChanged 32
		SP:Iteration 11Q (102904.710000 sec): 3 clusters
  Score: Raw -679895.242086 + Penalty 2901.980375 = -676993.261711
  nChanged 28
		SP:Iteration 12Q (102904.910000 sec): 3 clusters
  Score: Raw -679900.452640 + Penalty 2901.980375 = -676998.472265
  nChanged 26
		SP:Iteration 13Q (102905.110000 sec): 3 clusters
  Score: Raw -679904.952965 + Penalty 2901.980375 = -677002.972591
  nChanged 32
		SP:Iteration 14Q (102905.310000 sec): 3 clusters
  Score: Raw -679910.723168 + Penalty 2901.980375 = -677008.742794
  nChanged 19
		SP:Iteration 15Q (102905.510000 sec): 3 clusters
  Score: Raw -679914.627488 + Penalty 2901.980375 = -677012.647113
  nChanged 22
		SP:Iteration 16Q (102905.710000 sec): 3 clusters
  Score: Raw -679919.116787 + Penalty 2901.980375 = -677017.136412
  nChanged 12
		SP:Iteration 17Q (102905.900000 sec): 3 clusters
  Score: Raw -679921.453637 + Penalty 2901.980375 = -677019.473263
  nChanged 17
		SP:Iteration 18Q (102906.100000 sec): 3 clusters
  Score: Raw -679925.354936 + Penalty 2901.980375 = -677023.374562
  nChanged 24
		SP:Iteration 19Q (102906.300000 sec): 3 clusters
  Score: Raw -679931.186620 + Penalty 2901.980375 = -677029.206245
  nChanged 30
		SP:Iteration 20F (102906.500000 sec): 3 clusters
  Score: Raw -679937.922028 + Penalty 2901.980375 = -677035.941653
  nChanged 27
		SP:Iteration 21Q (102906.700000 sec): 3 clusters
  Score: Raw -679946.070746 + Penalty 2901.980375 = -677044.090371
  nChanged 29
		SP:Iteration 22Q (102906.900000 sec): 3 clusters
  Score: Raw -679954.259652 + Penalty 2901.980375 = -677052.279278
  nChanged 29
		SP:Iteration 23Q (102907.100000 sec): 3 clusters
  Score: Raw -679960.471611 + Penalty 2901.980375 = -677058.491236
  nChanged 26
		SP:Iteration 24Q (102907.270000 sec): 3 clusters
  Score: Raw -679965.830838 + Penalty 2901.980375 = -677063.850463
  nChanged 32
		SP:Iteration 25Q (102907.380000 sec): 3 clusters
  Score: Raw -679973.706741 + Penalty 2901.980375 = -677071.726367
  nChanged 29
		SP:Iteration 26Q (102907.500000 sec): 3 clusters
  Score: Raw -679978.819294 + Penalty 2901.980375 = -677076.838919
  nChanged 18
		SP:Iteration 27Q (102907.620000 sec): 3 clusters
  Score: Raw -679982.426300 + Penalty 2901.980375 = -677080.445925
  nChanged 20
		SP:Iteration 28Q (102907.740000 sec): 3 clusters
  Score: Raw -679986.034351 + Penalty 2901.980375 = -677084.053976
  nChanged 24
		SP:Iteration 29Q (102907.870000 sec): 3 clusters
  Score: Raw -679990.449622 + Penalty 2901.980375 = -677088.469247
  nChanged 23
		SP:Iteration 30Q (102907.990000 sec): 3 clusters
  Score: Raw -679993.698389 + Penalty 2901.980375 = -677091.718014
  nChanged 20
		SP:Iteration 31Q (102908.110000 sec): 3 clusters
  Score: Raw -679996.048540 + Penalty 2901.980375 = -677094.068166
  nChanged 16
		SP:Iteration 32Q (102908.230000 sec): 3 clusters
  Score: Raw -679998.685628 + Penalty 2901.980375 = -677096.705253
  nChanged 12
		SP:Iteration 33Q (102908.360000 sec): 3 clusters
  Score: Raw -680001.259696 + Penalty 2901.980375 = -677099.279321
  nChanged 9
		SP:Iteration 34Q (102908.480000 sec): 3 clusters
  Score: Raw -680002.727039 + Penalty 2901.980375 = -677100.746664
  nChanged 9
		SP:Iteration 35Q (102908.600000 sec): 3 clusters
  Score: Raw -680004.282837 + Penalty 2901.980375 = -677102.302463
  nChanged 5
		SP:Iteration 36Q (102908.720000 sec): 3 clusters
  Score: Raw -680006.628173 + Penalty 2901.980375 = -677104.647798
  nChanged 8
		SP:Iteration 37Q (102908.840000 sec): 3 clusters
  Score: Raw -680008.761065 + Penalty 2901.980375 = -677106.780691
  nChanged 14
		SP:Iteration 38Q (102908.960000 sec): 3 clusters
  Score: Raw -680010.493351 + Penalty 2901.980375 = -677108.512976
  nChanged 6
		SP:Iteration 39Q (102909.080000 sec): 3 clusters
  Score: Raw -680011.590346 + Penalty 2901.980375 = -677109.609972
  nChanged 5
		SP:Iteration 40F (102909.360000 sec): 3 clusters
  Score: Raw -680012.556111 + Penalty 2901.980375 = -677110.575737
  nChanged 8
		SP:Iteration 41Q (102909.520000 sec): 3 clusters
  Score: Raw -680013.511083 + Penalty 2901.980375 = -677111.530708
  nChanged 7
		SP:Iteration 42Q (102909.720000 sec): 3 clusters
  Score: Raw -680013.978345 + Penalty 2901.980375 = -677111.997971
  nChanged 2
		SP:Iteration 43Q (102909.920000 sec): 3 clusters
  Score: Raw -680014.077827 + Penalty 2901.980375 = -677112.097453
  nChanged 1
		SP:Iteration 44Q (102910.120000 sec): 3 clusters
  Score: Raw -680014.179262 + Penalty 2901.980375 = -677112.198888
  nChanged 3
		SP:Iteration 45Q (102910.270000 sec): 3 clusters
  Score: Raw -680014.382929 + Penalty 2901.980375 = -677112.402554
  nChanged 4
		SP:Iteration 46Q (102910.380000 sec): 3 clusters
  Score: Raw -680014.834073 + Penalty 2901.980375 = -677112.853698
  nChanged 6
		SP:Iteration 47Q (102910.500000 sec): 3 clusters
  Score: Raw -680015.400461 + Penalty 2901.980375 = -677113.420086
  nChanged 2
		SP:Iteration 48Q (102910.620000 sec): 3 clusters
  Score: Raw -680015.592224 + Penalty 2901.980375 = -677113.611850
  nChanged 3
		SP:Iteration 49Q (102910.740000 sec): 3 clusters
  Score: Raw -680015.995569 + Penalty 2901.980375 = -677114.015194
  nChanged 3
		SP:Iteration 50Q (102910.950000 sec): 3 clusters
  Score: Raw -680016.142448 + Penalty 2901.980375 = -677114.162074
  nChanged 1
		SP:Iteration 51Q (102911.150000 sec): 3 clusters
  Score: Raw -680016.555975 + Penalty 2901.980375 = -677114.575600
  nChanged 1
		SP:Iteration 52Q (102911.360000 sec): 3 clusters
  Score: Raw -680016.656060 + Penalty 2901.980375 = -677114.675686
  nChanged 1
		SP:Iteration 53Q (102911.550000 sec): 3 clusters
  Score: Raw -680016.811198 + Penalty 2901.980375 = -677114.830824
  nChanged 1
		SP:Iteration 54Q (102911.750000 sec): 3 clusters
  Score: Raw -680017.192805 + Penalty 2901.980375 = -677115.212431
  nChanged 1
		SP:Iteration 55Q (102911.950000 sec): 3 clusters
  Score: Raw -680017.302143 + Penalty 2901.980375 = -677115.321769
  nChanged 1
		SP:Iteration 56Q (102912.060000 sec): 3 clusters
  Score: Raw -680017.408305 + Penalty 2901.980375 = -677115.427931
  nChanged 0
		SP:Iteration 57F (102912.270000 sec): 3 clusters
  Score: Raw -680017.408305 + Penalty 2901.980375 = -677115.427931
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 36 (5421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102912.370000 sec): 2 clusters
  Score: Raw -460423.016067 + Penalty 1397.180782 = -459025.835285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102912.590000 sec): 3 clusters
  Score: Raw -457621.392586 + Penalty 2794.361563 = -454827.031023
  nChanged 2254
		SP:Iteration 1F (102912.760000 sec): 3 clusters
  Score: Raw -459034.114066 + Penalty 2794.361563 = -456239.752502
  nChanged 489
		SP:Iteration 2F (102912.930000 sec): 3 clusters
  Score: Raw -459550.514876 + Penalty 2794.361563 = -456756.153313
  nChanged 465
		SP:Iteration 3F (102913.180000 sec): 3 clusters
  Score: Raw -459998.109343 + Penalty 2794.361563 = -457203.747780
  nChanged 409
		SP:Iteration 4F (102913.410000 sec): 3 clusters
  Score: Raw -460333.537049 + Penalty 2794.361563 = -457539.175485
  nChanged 325
		SP:Iteration 5F (102913.600000 sec): 3 clusters
  Score: Raw -460560.552320 + Penalty 2794.361563 = -457766.190757
  nChanged 255
		SP:Iteration 6Q (102913.800000 sec): 3 clusters
  Score: Raw -460715.853633 + Penalty 2794.361563 = -457921.492070
  nChanged 203
		SP:Iteration 7Q (102913.970000 sec): 3 clusters
  Score: Raw -460821.449571 + Penalty 2794.361563 = -458027.088007
  nChanged 159
		SP:Iteration 8Q (102914.210000 sec): 3 clusters
  Score: Raw -460900.199289 + Penalty 2794.361563 = -458105.837725
  nChanged 138
		SP:Iteration 9Q (102914.400000 sec): 3 clusters
  Score: Raw -460962.704821 + Penalty 2794.361563 = -458168.343258
  nChanged 98
		SP:Iteration 10Q (102914.570000 sec): 3 clusters
  Score: Raw -461005.092548 + Penalty 2794.361563 = -458210.730984
  nChanged 92
		SP:Iteration 11Q (102914.740000 sec): 3 clusters
  Score: Raw -461044.754325 + Penalty 2794.361563 = -458250.392762
  nChanged 80
		SP:Iteration 12Q (102914.920000 sec): 3 clusters
  Score: Raw -461077.343950 + Penalty 2794.361563 = -458282.982386
  nChanged 71
		SP:Iteration 13Q (102915.090000 sec): 3 clusters
  Score: Raw -461107.379464 + Penalty 2794.361563 = -458313.017901
  nChanged 66
		SP:Iteration 14Q (102915.260000 sec): 3 clusters
  Score: Raw -461133.798477 + Penalty 2794.361563 = -458339.436914
  nChanged 61
		SP:Iteration 15Q (102915.430000 sec): 3 clusters
  Score: Raw -461152.260477 + Penalty 2794.361563 = -458357.898913
  nChanged 50
		SP:Iteration 16Q (102915.610000 sec): 3 clusters
  Score: Raw -461169.330536 + Penalty 2794.361563 = -458374.968973
  nChanged 58
		SP:Iteration 17Q (102915.780000 sec): 3 clusters
  Score: Raw -461190.855233 + Penalty 2794.361563 = -458396.493670
  nChanged 43
		SP:Iteration 18Q (102915.950000 sec): 3 clusters
  Score: Raw -461208.214021 + Penalty 2794.361563 = -458413.852458
  nChanged 40
		SP:Iteration 19Q (102916.120000 sec): 3 clusters
  Score: Raw -461224.278614 + Penalty 2794.361563 = -458429.917050
  nChanged 36
		SP:Iteration 20F (102916.290000 sec): 3 clusters
  Score: Raw -461235.559456 + Penalty 2794.361563 = -458441.197893
  nChanged 34
		SP:Iteration 21Q (102916.470000 sec): 3 clusters
  Score: Raw -461246.193844 + Penalty 2794.361563 = -458451.832281
  nChanged 34
		SP:Iteration 22Q (102916.640000 sec): 3 clusters
  Score: Raw -461256.313710 + Penalty 2794.361563 = -458461.952147
  nChanged 29
		SP:Iteration 23Q (102916.810000 sec): 3 clusters
  Score: Raw -461266.436014 + Penalty 2794.361563 = -458472.074450
  nChanged 26
		SP:Iteration 24Q (102916.990000 sec): 3 clusters
  Score: Raw -461273.367303 + Penalty 2794.361563 = -458479.005740
  nChanged 22
		SP:Iteration 25Q (102917.150000 sec): 3 clusters
  Score: Raw -461280.196382 + Penalty 2794.361563 = -458485.834819
  nChanged 22
		SP:Iteration 26Q (102917.330000 sec): 3 clusters
  Score: Raw -461287.049175 + Penalty 2794.361563 = -458492.687612
  nChanged 18
		SP:Iteration 27Q (102917.500000 sec): 3 clusters
  Score: Raw -461295.657662 + Penalty 2794.361563 = -458501.296098
  nChanged 25
		SP:Iteration 28Q (102917.670000 sec): 3 clusters
  Score: Raw -461310.029979 + Penalty 2794.361563 = -458515.668416
  nChanged 34
		SP:Iteration 29Q (102917.850000 sec): 3 clusters
  Score: Raw -461324.407587 + Penalty 2794.361563 = -458530.046024
  nChanged 36
		SP:Iteration 30Q (102918.020000 sec): 3 clusters
  Score: Raw -461338.549969 + Penalty 2794.361563 = -458544.188406
  nChanged 41
		SP:Iteration 31Q (102918.190000 sec): 3 clusters
  Score: Raw -461358.922279 + Penalty 2794.361563 = -458564.560716
  nChanged 50
		SP:Iteration 32Q (102918.360000 sec): 3 clusters
  Score: Raw -461378.998048 + Penalty 2794.361563 = -458584.636485
  nChanged 35
		SP:Iteration 33Q (102918.530000 sec): 3 clusters
  Score: Raw -461391.830777 + Penalty 2794.361563 = -458597.469214
  nChanged 37
		SP:Iteration 34Q (102918.710000 sec): 3 clusters
  Score: Raw -461405.862005 + Penalty 2794.361563 = -458611.500442
  nChanged 28
		SP:Iteration 35Q (102918.880000 sec): 3 clusters
  Score: Raw -461423.726769 + Penalty 2794.361563 = -458629.365206
  nChanged 35
		SP:Iteration 36Q (102919.050000 sec): 3 clusters
  Score: Raw -461439.568026 + Penalty 2794.361563 = -458645.206463
  nChanged 35
		SP:Iteration 37Q (102919.270000 sec): 3 clusters
  Score: Raw -461456.107096 + Penalty 2794.361563 = -458661.745532
  nChanged 42
		SP:Iteration 38Q (102919.440000 sec): 3 clusters
  Score: Raw -461473.207761 + Penalty 2794.361563 = -458678.846197
  nChanged 32
		SP:Iteration 39Q (102919.570000 sec): 3 clusters
  Score: Raw -461482.567203 + Penalty 2794.361563 = -458688.205639
  nChanged 23
		SP:Iteration 40F (102919.750000 sec): 3 clusters
  Score: Raw -461496.112864 + Penalty 2794.361563 = -458701.751301
  nChanged 24
		SP:Iteration 41Q (102919.920000 sec): 3 clusters
  Score: Raw -461513.015529 + Penalty 2794.361563 = -458718.653965
  nChanged 30
		SP:Iteration 42Q (102920.090000 sec): 3 clusters
  Score: Raw -461525.887566 + Penalty 2794.361563 = -458731.526002
  nChanged 23
		SP:Iteration 43Q (102920.270000 sec): 3 clusters
  Score: Raw -461532.064155 + Penalty 2794.361563 = -458737.702592
  nChanged 17
		SP:Iteration 44Q (102920.440000 sec): 3 clusters
  Score: Raw -461536.089544 + Penalty 2794.361563 = -458741.727981
  nChanged 11
		SP:Iteration 45Q (102920.610000 sec): 3 clusters
  Score: Raw -461539.432458 + Penalty 2794.361563 = -458745.070895
  nChanged 7
		SP:Iteration 46Q (102920.850000 sec): 3 clusters
  Score: Raw -461543.640623 + Penalty 2794.361563 = -458749.279060
  nChanged 12
		SP:Iteration 47Q (102921.040000 sec): 3 clusters
  Score: Raw -461549.324379 + Penalty 2794.361563 = -458754.962816
  nChanged 11
		SP:Iteration 48Q (102921.220000 sec): 3 clusters
  Score: Raw -461552.891361 + Penalty 2794.361563 = -458758.529798
  nChanged 5
		SP:Iteration 49Q (102921.390000 sec): 3 clusters
  Score: Raw -461554.139259 + Penalty 2794.361563 = -458759.777695
  nChanged 4
		SP:Iteration 50Q (102921.560000 sec): 3 clusters
  Score: Raw -461556.538004 + Penalty 2794.361563 = -458762.176441
  nChanged 9
		SP:Iteration 51Q (102921.730000 sec): 3 clusters
  Score: Raw -461562.620590 + Penalty 2794.361563 = -458768.259027
  nChanged 11
		SP:Iteration 52Q (102921.900000 sec): 3 clusters
  Score: Raw -461568.891214 + Penalty 2794.361563 = -458774.529650
  nChanged 10
		SP:Iteration 53Q (102922.080000 sec): 3 clusters
  Score: Raw -461572.617053 + Penalty 2794.361563 = -458778.255490
  nChanged 10
		SP:Iteration 54Q (102922.250000 sec): 3 clusters
  Score: Raw -461576.343463 + Penalty 2794.361563 = -458781.981899
  nChanged 13
		SP:Iteration 55Q (102922.420000 sec): 3 clusters
  Score: Raw -461581.083668 + Penalty 2794.361563 = -458786.722105
  nChanged 7
		SP:Iteration 56Q (102922.590000 sec): 3 clusters
  Score: Raw -461583.682906 + Penalty 2794.361563 = -458789.321343
  nChanged 7
		SP:Iteration 57Q (102922.770000 sec): 3 clusters
  Score: Raw -461585.761022 + Penalty 2794.361563 = -458791.399459
  nChanged 7
		SP:Iteration 58Q (102922.940000 sec): 3 clusters
  Score: Raw -461587.048595 + Penalty 2794.361563 = -458792.687032
  nChanged 8
		SP:Iteration 59Q (102923.110000 sec): 3 clusters
  Score: Raw -461588.805858 + Penalty 2794.361563 = -458794.444294
  nChanged 5
		SP:Iteration 60F (102923.280000 sec): 3 clusters
  Score: Raw -461590.673508 + Penalty 2794.361563 = -458796.311944
  nChanged 7
		SP:Iteration 61Q (102923.450000 sec): 3 clusters
  Score: Raw -461593.636183 + Penalty 2794.361563 = -458799.274620
  nChanged 8
		SP:Iteration 62Q (102923.590000 sec): 3 clusters
  Score: Raw -461596.057727 + Penalty 2794.361563 = -458801.696164
  nChanged 7
		SP:Iteration 63Q (102923.800000 sec): 3 clusters
  Score: Raw -461599.636744 + Penalty 2794.361563 = -458805.275180
  nChanged 7
		SP:Iteration 64Q (102924.020000 sec): 3 clusters
  Score: Raw -461602.826150 + Penalty 2794.361563 = -458808.464587
  nChanged 11
		SP:Iteration 65Q (102924.190000 sec): 3 clusters
  Score: Raw -461606.647243 + Penalty 2794.361563 = -458812.285679
  nChanged 7
		SP:Iteration 66Q (102924.380000 sec): 3 clusters
  Score: Raw -461609.011976 + Penalty 2794.361563 = -458814.650413
  nChanged 4
		SP:Iteration 67Q (102924.560000 sec): 3 clusters
  Score: Raw -461610.350660 + Penalty 2794.361563 = -458815.989097
  nChanged 4
		SP:Iteration 68Q (102924.700000 sec): 3 clusters
  Score: Raw -461611.433800 + Penalty 2794.361563 = -458817.072237
  nChanged 5
		SP:Iteration 69Q (102924.870000 sec): 3 clusters
  Score: Raw -461612.520332 + Penalty 2794.361563 = -458818.158769
  nChanged 6
		SP:Iteration 70Q (102924.970000 sec): 3 clusters
  Score: Raw -461613.582928 + Penalty 2794.361563 = -458819.221365
  nChanged 1
		SP:Iteration 71Q (102925.070000 sec): 3 clusters
  Score: Raw -461613.734655 + Penalty 2794.361563 = -458819.373092
  nChanged 2
		SP:Iteration 72Q (102925.230000 sec): 3 clusters
  Score: Raw -461614.136711 + Penalty 2794.361563 = -458819.775147
  nChanged 4
		SP:Iteration 73Q (102925.330000 sec): 3 clusters
  Score: Raw -461614.976618 + Penalty 2794.361563 = -458820.615055
  nChanged 2
		SP:Iteration 74Q (102925.520000 sec): 3 clusters
  Score: Raw -461615.422587 + Penalty 2794.361563 = -458821.061023
  nChanged 4
		SP:Iteration 75Q (102925.700000 sec): 3 clusters
  Score: Raw -461616.113398 + Penalty 2794.361563 = -458821.751835
  nChanged 2
		SP:Iteration 76Q (102925.870000 sec): 3 clusters
  Score: Raw -461616.542434 + Penalty 2794.361563 = -458822.180871
  nChanged 0
		SP:Iteration 77F (102926.040000 sec): 3 clusters
  Score: Raw -461616.542434 + Penalty 2794.361563 = -458822.180871
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 37 (3635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102926.130000 sec): 2 clusters
  Score: Raw -299197.235385 + Penalty 1332.234213 = -297865.001172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102926.290000 sec): 3 clusters
  Score: Raw -297446.217767 + Penalty 2664.468427 = -294781.749340
  nChanged 1424
		SP:Iteration 1F (102926.480000 sec): 3 clusters
  Score: Raw -298461.591089 + Penalty 2664.468427 = -295797.122662
  nChanged 360
		SP:Iteration 2F (102926.550000 sec): 3 clusters
  Score: Raw -298769.406922 + Penalty 2664.468427 = -296104.938495
  nChanged 254
		SP:Iteration 3F (102926.630000 sec): 3 clusters
  Score: Raw -298973.638346 + Penalty 2664.468427 = -296309.169919
  nChanged 197
		SP:Iteration 4F (102926.710000 sec): 3 clusters
  Score: Raw -299136.680588 + Penalty 2664.468427 = -296472.212162
  nChanged 177
		SP:Iteration 5Q (102926.780000 sec): 3 clusters
  Score: Raw -299305.855407 + Penalty 2664.468427 = -296641.386980
  nChanged 175
		SP:Iteration 6Q (102926.850000 sec): 3 clusters
  Score: Raw -299457.302628 + Penalty 2664.468427 = -296792.834201
  nChanged 133
		SP:Iteration 7Q (102926.930000 sec): 3 clusters
  Score: Raw -299550.773003 + Penalty 2664.468427 = -296886.304576
  nChanged 111
		SP:Iteration 8Q (102927.010000 sec): 3 clusters
  Score: Raw -299627.146600 + Penalty 2664.468427 = -296962.678173
  nChanged 95
		SP:Iteration 9Q (102927.170000 sec): 3 clusters
  Score: Raw -299678.352718 + Penalty 2664.468427 = -297013.884291
  nChanged 66
		SP:Iteration 10Q (102927.250000 sec): 3 clusters
  Score: Raw -299710.949683 + Penalty 2664.468427 = -297046.481256
  nChanged 35
		SP:Iteration 11Q (102927.320000 sec): 3 clusters
  Score: Raw -299728.329800 + Penalty 2664.468427 = -297063.861374
  nChanged 33
		SP:Iteration 12Q (102927.390000 sec): 3 clusters
  Score: Raw -299744.671974 + Penalty 2664.468427 = -297080.203547
  nChanged 34
		SP:Iteration 13Q (102927.470000 sec): 3 clusters
  Score: Raw -299756.890021 + Penalty 2664.468427 = -297092.421594
  nChanged 19
		SP:Iteration 14Q (102927.550000 sec): 3 clusters
  Score: Raw -299766.309936 + Penalty 2664.468427 = -297101.841509
  nChanged 22
		SP:Iteration 15Q (102927.620000 sec): 3 clusters
  Score: Raw -299776.292841 + Penalty 2664.468427 = -297111.824414
  nChanged 17
		SP:Iteration 16Q (102927.690000 sec): 3 clusters
  Score: Raw -299783.396658 + Penalty 2664.468427 = -297118.928231
  nChanged 16
		SP:Iteration 17Q (102927.770000 sec): 3 clusters
  Score: Raw -299788.393055 + Penalty 2664.468427 = -297123.924629
  nChanged 7
		SP:Iteration 18Q (102927.850000 sec): 3 clusters
  Score: Raw -299789.824845 + Penalty 2664.468427 = -297125.356418
  nChanged 4
		SP:Iteration 19Q (102927.920000 sec): 3 clusters
  Score: Raw -299791.719132 + Penalty 2664.468427 = -297127.250705
  nChanged 5
		SP:Iteration 20F (102928.000000 sec): 3 clusters
  Score: Raw -299792.732018 + Penalty 2664.468427 = -297128.263592
  nChanged 2
		SP:Iteration 21Q (102928.070000 sec): 3 clusters
  Score: Raw -299793.704071 + Penalty 2664.468427 = -297129.235644
  nChanged 3
		SP:Iteration 22Q (102928.150000 sec): 3 clusters
  Score: Raw -299795.637099 + Penalty 2664.468427 = -297131.168673
  nChanged 5
		SP:Iteration 23Q (102928.220000 sec): 3 clusters
  Score: Raw -299797.033274 + Penalty 2664.468427 = -297132.564847
  nChanged 4
		SP:Iteration 24Q (102928.300000 sec): 3 clusters
  Score: Raw -299797.819973 + Penalty 2664.468427 = -297133.351546
  nChanged 4
		SP:Iteration 25Q (102928.370000 sec): 3 clusters
  Score: Raw -299798.590111 + Penalty 2664.468427 = -297134.121685
  nChanged 4
		SP:Iteration 26Q (102928.450000 sec): 3 clusters
  Score: Raw -299800.355089 + Penalty 2664.468427 = -297135.886662
  nChanged 2
		SP:Iteration 27Q (102928.610000 sec): 3 clusters
  Score: Raw -299800.567988 + Penalty 2664.468427 = -297136.099561
  nChanged 0
		SP:Iteration 28F (102928.680000 sec): 3 clusters
  Score: Raw -299800.567988 + Penalty 2664.468427 = -297136.099561
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 38 (707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102928.730000 sec): 2 clusters
  Score: Raw -57838.204902 + Penalty 1066.167483 = -56772.037419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102928.750000 sec): 3 clusters
  Score: Raw -57639.156480 + Penalty 2132.334966 = -55506.821514
  nChanged 190
		SP:Iteration 1F (102928.780000 sec): 3 clusters
  Score: Raw -57851.069489 + Penalty 2132.334966 = -55718.734523
  nChanged 49
		SP:Iteration 2F (102928.800000 sec): 3 clusters
  Score: Raw -57933.705446 + Penalty 2132.334966 = -55801.370479
  nChanged 34
		SP:Iteration 3Q (102928.830000 sec): 3 clusters
  Score: Raw -57982.902624 + Penalty 2132.334966 = -55850.567657
  nChanged 16
		SP:Iteration 4Q (102928.850000 sec): 3 clusters
  Score: Raw -58001.841016 + Penalty 2132.334966 = -55869.506049
  nChanged 11
		SP:Iteration 5Q (102928.870000 sec): 3 clusters
  Score: Raw -58011.729108 + Penalty 2132.334966 = -55879.394141
  nChanged 7
		SP:Iteration 6Q (102928.900000 sec): 3 clusters
  Score: Raw -58018.992107 + Penalty 2132.334966 = -55886.657141
  nChanged 3
		SP:Iteration 7Q (102928.920000 sec): 3 clusters
  Score: Raw -58021.881879 + Penalty 2132.334966 = -55889.546912
  nChanged 1
		SP:Iteration 8Q (102928.950000 sec): 3 clusters
  Score: Raw -58022.312940 + Penalty 2132.334966 = -55889.977973
  nChanged 1
		SP:Iteration 9Q (102928.970000 sec): 3 clusters
  Score: Raw -58025.386355 + Penalty 2132.334966 = -55893.051388
  nChanged 1
		SP:Iteration 10Q (102928.990000 sec): 3 clusters
  Score: Raw -58026.669465 + Penalty 2132.334966 = -55894.334499
  nChanged 1
		SP:Iteration 11Q (102929.010000 sec): 3 clusters
  Score: Raw -58027.322276 + Penalty 2132.334966 = -55894.987309
  nChanged 1
		SP:Iteration 12Q (102929.040000 sec): 3 clusters
  Score: Raw -58028.609052 + Penalty 2132.334966 = -55896.274085
  nChanged 0
		SP:Iteration 13F (102929.060000 sec): 3 clusters
  Score: Raw -58028.609052 + Penalty 2132.334966 = -55896.274085
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 39 (5788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102929.160000 sec): 2 clusters
  Score: Raw -487162.782667 + Penalty 1407.825589 = -485754.957078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102929.350000 sec): 3 clusters
  Score: Raw -484130.744611 + Penalty 2815.651179 = -481315.093432
  nChanged 2333
		SP:Iteration 1F (102929.570000 sec): 3 clusters
  Score: Raw -485542.813188 + Penalty 2815.651179 = -482727.162010
  nChanged 508
		SP:Iteration 2F (102929.720000 sec): 3 clusters
  Score: Raw -485925.193749 + Penalty 2815.651179 = -483109.542570
  nChanged 423
		SP:Iteration 3F (102929.880000 sec): 3 clusters
  Score: Raw -486256.422608 + Penalty 2815.651179 = -483440.771429
  nChanged 383
		SP:Iteration 4F (102930.050000 sec): 3 clusters
  Score: Raw -486574.167496 + Penalty 2815.651179 = -483758.516317
  nChanged 339
		SP:Iteration 5F (102930.220000 sec): 3 clusters
  Score: Raw -486855.580286 + Penalty 2815.651179 = -484039.929107
  nChanged 284
		SP:Iteration 6Q (102930.390000 sec): 3 clusters
  Score: Raw -487115.404535 + Penalty 2815.651179 = -484299.753357
  nChanged 245
		SP:Iteration 7Q (102930.560000 sec): 3 clusters
  Score: Raw -487328.145755 + Penalty 2815.651179 = -484512.494577
  nChanged 219
		SP:Iteration 8Q (102930.720000 sec): 3 clusters
  Score: Raw -487522.543295 + Penalty 2815.651179 = -484706.892116
  nChanged 190
		SP:Iteration 9Q (102930.890000 sec): 3 clusters
  Score: Raw -487670.028308 + Penalty 2815.651179 = -484854.377130
  nChanged 153
		SP:Iteration 10Q (102931.060000 sec): 3 clusters
  Score: Raw -487764.942581 + Penalty 2815.651179 = -484949.291402
  nChanged 125
		SP:Iteration 11Q (102931.230000 sec): 3 clusters
  Score: Raw -487822.880474 + Penalty 2815.651179 = -485007.229296
  nChanged 91
		SP:Iteration 12Q (102931.400000 sec): 3 clusters
  Score: Raw -487858.334563 + Penalty 2815.651179 = -485042.683384
  nChanged 57
		SP:Iteration 13Q (102931.560000 sec): 3 clusters
  Score: Raw -487877.013936 + Penalty 2815.651179 = -485061.362757
  nChanged 49
		SP:Iteration 14Q (102931.730000 sec): 3 clusters
  Score: Raw -487896.454031 + Penalty 2815.651179 = -485080.802853
  nChanged 43
		SP:Iteration 15Q (102931.900000 sec): 3 clusters
  Score: Raw -487909.801701 + Penalty 2815.651179 = -485094.150522
  nChanged 43
		SP:Iteration 16Q (102932.050000 sec): 3 clusters
  Score: Raw -487922.764020 + Penalty 2815.651179 = -485107.112842
  nChanged 30
		SP:Iteration 17Q (102932.240000 sec): 3 clusters
  Score: Raw -487929.429839 + Penalty 2815.651179 = -485113.778661
  nChanged 16
		SP:Iteration 18Q (102932.400000 sec): 3 clusters
  Score: Raw -487932.680865 + Penalty 2815.651179 = -485117.029687
  nChanged 11
		SP:Iteration 19Q (102932.570000 sec): 3 clusters
  Score: Raw -487935.918307 + Penalty 2815.651179 = -485120.267129
  nChanged 10
		SP:Iteration 20F (102932.740000 sec): 3 clusters
  Score: Raw -487937.410877 + Penalty 2815.651179 = -485121.759699
  nChanged 2
		SP:Iteration 21Q (102932.910000 sec): 3 clusters
  Score: Raw -487937.782483 + Penalty 2815.651179 = -485122.131305
  nChanged 1
		SP:Iteration 22Q (102933.080000 sec): 3 clusters
  Score: Raw -487937.847873 + Penalty 2815.651179 = -485122.196695
  nChanged 2
		SP:Iteration 23Q (102933.250000 sec): 3 clusters
  Score: Raw -487938.039014 + Penalty 2815.651179 = -485122.387836
  nChanged 2
		SP:Iteration 24Q (102933.450000 sec): 3 clusters
  Score: Raw -487938.480820 + Penalty 2815.651179 = -485122.829642
  nChanged 3
		SP:Iteration 25Q (102933.630000 sec): 3 clusters
  Score: Raw -487939.165899 + Penalty 2815.651179 = -485123.514720
  nChanged 5
		SP:Iteration 26Q (102933.800000 sec): 3 clusters
  Score: Raw -487939.895814 + Penalty 2815.651179 = -485124.244635
  nChanged 5
		SP:Iteration 27Q (102933.960000 sec): 3 clusters
  Score: Raw -487940.622751 + Penalty 2815.651179 = -485124.971572
  nChanged 1
		SP:Iteration 28Q (102934.130000 sec): 3 clusters
  Score: Raw -487940.657805 + Penalty 2815.651179 = -485125.006627
  nChanged 0
		SP:Iteration 29F (102934.300000 sec): 3 clusters
  Score: Raw -487940.657805 + Penalty 2815.651179 = -485125.006627
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 40 (4888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102934.420000 sec): 2 clusters
  Score: Raw -495609.138848 + Penalty 1380.362506 = -494228.776342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102934.600000 sec): 3 clusters
  Score: Raw -493002.706932 + Penalty 2760.725013 = -490241.981919
  nChanged 2003
		SP:Iteration 1F (102934.780000 sec): 3 clusters
  Score: Raw -494164.517677 + Penalty 2760.725013 = -491403.792664
  nChanged 384
		SP:Iteration 2F (102934.880000 sec): 3 clusters
  Score: Raw -494401.827386 + Penalty 2760.725013 = -491641.102374
  nChanged 317
		SP:Iteration 3F (102935.090000 sec): 3 clusters
  Score: Raw -494580.038270 + Penalty 2760.725013 = -491819.313257
  nChanged 239
		SP:Iteration 4Q (102935.260000 sec): 3 clusters
  Score: Raw -494743.906709 + Penalty 2760.725013 = -491983.181696
  nChanged 239
		SP:Iteration 5Q (102935.420000 sec): 3 clusters
  Score: Raw -494888.180273 + Penalty 2760.725013 = -492127.455260
  nChanged 213
		SP:Iteration 6Q (102935.510000 sec): 3 clusters
  Score: Raw -495011.224728 + Penalty 2760.725013 = -492250.499715
  nChanged 194
		SP:Iteration 7Q (102935.600000 sec): 3 clusters
  Score: Raw -495111.800184 + Penalty 2760.725013 = -492351.075171
  nChanged 146
		SP:Iteration 8Q (102935.700000 sec): 3 clusters
  Score: Raw -495192.631538 + Penalty 2760.725013 = -492431.906525
  nChanged 145
		SP:Iteration 9Q (102935.780000 sec): 3 clusters
  Score: Raw -495264.651186 + Penalty 2760.725013 = -492503.926173
  nChanged 111
		SP:Iteration 10Q (102935.880000 sec): 3 clusters
  Score: Raw -495315.972114 + Penalty 2760.725013 = -492555.247102
  nChanged 112
		SP:Iteration 11Q (102935.970000 sec): 3 clusters
  Score: Raw -495370.979473 + Penalty 2760.725013 = -492610.254460
  nChanged 84
		SP:Iteration 12Q (102936.070000 sec): 3 clusters
  Score: Raw -495407.018661 + Penalty 2760.725013 = -492646.293648
  nChanged 84
		SP:Iteration 13Q (102936.160000 sec): 3 clusters
  Score: Raw -495439.527232 + Penalty 2760.725013 = -492678.802219
  nChanged 57
		SP:Iteration 14Q (102936.250000 sec): 3 clusters
  Score: Raw -495461.053992 + Penalty 2760.725013 = -492700.328979
  nChanged 57
		SP:Iteration 15Q (102936.350000 sec): 3 clusters
  Score: Raw -495479.796854 + Penalty 2760.725013 = -492719.071841
  nChanged 46
		SP:Iteration 16Q (102936.440000 sec): 3 clusters
  Score: Raw -495495.448354 + Penalty 2760.725013 = -492734.723341
  nChanged 43
		SP:Iteration 17Q (102936.530000 sec): 3 clusters
  Score: Raw -495509.351725 + Penalty 2760.725013 = -492748.626712
  nChanged 40
		SP:Iteration 18Q (102936.630000 sec): 3 clusters
  Score: Raw -495523.544687 + Penalty 2760.725013 = -492762.819674
  nChanged 38
		SP:Iteration 19Q (102936.720000 sec): 3 clusters
  Score: Raw -495537.949922 + Penalty 2760.725013 = -492777.224909
  nChanged 48
		SP:Iteration 20F (102936.810000 sec): 3 clusters
  Score: Raw -495556.677050 + Penalty 2760.725013 = -492795.952038
  nChanged 42
		SP:Iteration 21Q (102936.900000 sec): 3 clusters
  Score: Raw -495572.557026 + Penalty 2760.725013 = -492811.832013
  nChanged 35
		SP:Iteration 22Q (102937.000000 sec): 3 clusters
  Score: Raw -495584.373010 + Penalty 2760.725013 = -492823.647997
  nChanged 21
		SP:Iteration 23Q (102937.090000 sec): 3 clusters
  Score: Raw -495592.759536 + Penalty 2760.725013 = -492832.034523
  nChanged 27
		SP:Iteration 24Q (102937.190000 sec): 3 clusters
  Score: Raw -495603.695865 + Penalty 2760.725013 = -492842.970853
  nChanged 35
		SP:Iteration 25Q (102937.280000 sec): 3 clusters
  Score: Raw -495617.880110 + Penalty 2760.725013 = -492857.155097
  nChanged 27
		SP:Iteration 26Q (102937.370000 sec): 3 clusters
  Score: Raw -495627.870084 + Penalty 2760.725013 = -492867.145072
  nChanged 15
		SP:Iteration 27Q (102937.470000 sec): 3 clusters
  Score: Raw -495633.169641 + Penalty 2760.725013 = -492872.444628
  nChanged 18
		SP:Iteration 28Q (102937.560000 sec): 3 clusters
  Score: Raw -495640.410001 + Penalty 2760.725013 = -492879.684988
  nChanged 27
		SP:Iteration 29Q (102937.650000 sec): 3 clusters
  Score: Raw -495653.630254 + Penalty 2760.725013 = -492892.905241
  nChanged 27
		SP:Iteration 30Q (102937.750000 sec): 3 clusters
  Score: Raw -495665.575205 + Penalty 2760.725013 = -492904.850192
  nChanged 33
		SP:Iteration 31Q (102937.840000 sec): 3 clusters
  Score: Raw -495681.410387 + Penalty 2760.725013 = -492920.685374
  nChanged 29
		SP:Iteration 32Q (102937.930000 sec): 3 clusters
  Score: Raw -495700.193692 + Penalty 2760.725013 = -492939.468680
  nChanged 35
		SP:Iteration 33Q (102938.020000 sec): 3 clusters
  Score: Raw -495719.411591 + Penalty 2760.725013 = -492958.686578
  nChanged 37
		SP:Iteration 34Q (102938.250000 sec): 3 clusters
  Score: Raw -495739.176406 + Penalty 2760.725013 = -492978.451394
  nChanged 40
		SP:Iteration 35Q (102938.430000 sec): 3 clusters
  Score: Raw -495757.946479 + Penalty 2760.725013 = -492997.221466
  nChanged 31
		SP:Iteration 36Q (102938.610000 sec): 3 clusters
  Score: Raw -495772.510066 + Penalty 2760.725013 = -493011.785054
  nChanged 34
		SP:Iteration 37Q (102938.780000 sec): 3 clusters
  Score: Raw -495785.430078 + Penalty 2760.725013 = -493024.705065
  nChanged 21
		SP:Iteration 38Q (102938.950000 sec): 3 clusters
  Score: Raw -495791.006782 + Penalty 2760.725013 = -493030.281769
  nChanged 25
		SP:Iteration 39Q (102939.130000 sec): 3 clusters
  Score: Raw -495797.546854 + Penalty 2760.725013 = -493036.821841
  nChanged 20
		SP:Iteration 40F (102939.310000 sec): 3 clusters
  Score: Raw -495804.148482 + Penalty 2760.725013 = -493043.423469
  nChanged 18
		SP:Iteration 41Q (102939.480000 sec): 3 clusters
  Score: Raw -495811.490871 + Penalty 2760.725013 = -493050.765858
  nChanged 17
		SP:Iteration 42Q (102939.660000 sec): 3 clusters
  Score: Raw -495817.004516 + Penalty 2760.725013 = -493056.279503
  nChanged 14
		SP:Iteration 43Q (102939.830000 sec): 3 clusters
  Score: Raw -495822.143710 + Penalty 2760.725013 = -493061.418698
  nChanged 13
		SP:Iteration 44Q (102940.010000 sec): 3 clusters
  Score: Raw -495826.703390 + Penalty 2760.725013 = -493065.978377
  nChanged 10
		SP:Iteration 45Q (102940.170000 sec): 3 clusters
  Score: Raw -495829.432801 + Penalty 2760.725013 = -493068.707788
  nChanged 12
		SP:Iteration 46Q (102940.350000 sec): 3 clusters
  Score: Raw -495834.069294 + Penalty 2760.725013 = -493073.344281
  nChanged 16
		SP:Iteration 47Q (102940.520000 sec): 3 clusters
  Score: Raw -495840.313493 + Penalty 2760.725013 = -493079.588480
  nChanged 14
		SP:Iteration 48Q (102940.690000 sec): 3 clusters
  Score: Raw -495844.473887 + Penalty 2760.725013 = -493083.748874
  nChanged 10
		SP:Iteration 49Q (102940.870000 sec): 3 clusters
  Score: Raw -495848.529654 + Penalty 2760.725013 = -493087.804642
  nChanged 8
		SP:Iteration 50Q (102941.050000 sec): 3 clusters
  Score: Raw -495851.476105 + Penalty 2760.725013 = -493090.751093
  nChanged 6
		SP:Iteration 51Q (102941.220000 sec): 3 clusters
  Score: Raw -495853.358958 + Penalty 2760.725013 = -493092.633945
  nChanged 3
		SP:Iteration 52Q (102941.400000 sec): 3 clusters
  Score: Raw -495854.223790 + Penalty 2760.725013 = -493093.498777
  nChanged 3
		SP:Iteration 53Q (102941.570000 sec): 3 clusters
  Score: Raw -495855.016334 + Penalty 2760.725013 = -493094.291321
  nChanged 4
		SP:Iteration 54Q (102941.750000 sec): 3 clusters
  Score: Raw -495856.392544 + Penalty 2760.725013 = -493095.667531
  nChanged 5
		SP:Iteration 55Q (102941.920000 sec): 3 clusters
  Score: Raw -495857.854012 + Penalty 2760.725013 = -493097.129000
  nChanged 9
		SP:Iteration 56Q (102942.100000 sec): 3 clusters
  Score: Raw -495861.421619 + Penalty 2760.725013 = -493100.696606
  nChanged 13
		SP:Iteration 57Q (102942.270000 sec): 3 clusters
  Score: Raw -495866.659864 + Penalty 2760.725013 = -493105.934851
  nChanged 8
		SP:Iteration 58Q (102942.450000 sec): 3 clusters
  Score: Raw -495869.115378 + Penalty 2760.725013 = -493108.390365
  nChanged 8
		SP:Iteration 59Q (102942.620000 sec): 3 clusters
  Score: Raw -495871.151456 + Penalty 2760.725013 = -493110.426443
  nChanged 9
		SP:Iteration 60F (102942.720000 sec): 3 clusters
  Score: Raw -495875.506670 + Penalty 2760.725013 = -493114.781657
  nChanged 10
		SP:Iteration 61Q (102942.810000 sec): 3 clusters
  Score: Raw -495880.641411 + Penalty 2760.725013 = -493119.916399
  nChanged 11
		SP:Iteration 62Q (102942.910000 sec): 3 clusters
  Score: Raw -495885.539540 + Penalty 2760.725013 = -493124.814527
  nChanged 15
		SP:Iteration 63Q (102943.000000 sec): 3 clusters
  Score: Raw -495890.821529 + Penalty 2760.725013 = -493130.096516
  nChanged 6
		SP:Iteration 64Q (102943.090000 sec): 3 clusters
  Score: Raw -495892.920173 + Penalty 2760.725013 = -493132.195161
  nChanged 6
		SP:Iteration 65Q (102943.180000 sec): 3 clusters
  Score: Raw -495895.246400 + Penalty 2760.725013 = -493134.521387
  nChanged 8
		SP:Iteration 66Q (102943.270000 sec): 3 clusters
  Score: Raw -495897.558369 + Penalty 2760.725013 = -493136.833357
  nChanged 8
		SP:Iteration 67Q (102943.360000 sec): 3 clusters
  Score: Raw -495901.095836 + Penalty 2760.725013 = -493140.370823
  nChanged 6
		SP:Iteration 68Q (102943.450000 sec): 3 clusters
  Score: Raw -495902.593242 + Penalty 2760.725013 = -493141.868230
  nChanged 7
		SP:Iteration 69Q (102943.550000 sec): 3 clusters
  Score: Raw -495905.278656 + Penalty 2760.725013 = -493144.553643
  nChanged 8
		SP:Iteration 70Q (102943.640000 sec): 3 clusters
  Score: Raw -495907.978949 + Penalty 2760.725013 = -493147.253936
  nChanged 4
		SP:Iteration 71Q (102943.750000 sec): 3 clusters
  Score: Raw -495909.155690 + Penalty 2760.725013 = -493148.430677
  nChanged 3
		SP:Iteration 72Q (102943.840000 sec): 3 clusters
  Score: Raw -495910.241312 + Penalty 2760.725013 = -493149.516299
  nChanged 0
		SP:Iteration 73F (102943.940000 sec): 3 clusters
  Score: Raw -495910.241312 + Penalty 2760.725013 = -493149.516299
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 41 (2739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102944.030000 sec): 2 clusters
  Score: Raw -260920.518615 + Penalty 1286.244078 = -259634.274538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102944.200000 sec): 3 clusters
  Score: Raw -259654.939611 + Penalty 2572.488155 = -257082.451456
  nChanged 976
		SP:Iteration 1F (102944.380000 sec): 3 clusters
  Score: Raw -260264.827186 + Penalty 2572.488155 = -257692.339031
  nChanged 209
		SP:Iteration 2F (102944.550000 sec): 3 clusters
  Score: Raw -260409.263626 + Penalty 2572.488155 = -257836.775471
  nChanged 145
		SP:Iteration 3F (102944.730000 sec): 3 clusters
  Score: Raw -260512.665134 + Penalty 2572.488155 = -257940.176979
  nChanged 119
		SP:Iteration 4Q (102944.910000 sec): 3 clusters
  Score: Raw -260594.424306 + Penalty 2572.488155 = -258021.936151
  nChanged 111
		SP:Iteration 5Q (102945.080000 sec): 3 clusters
  Score: Raw -260669.575644 + Penalty 2572.488155 = -258097.087489
  nChanged 104
		SP:Iteration 6Q (102945.260000 sec): 3 clusters
  Score: Raw -260733.192191 + Penalty 2572.488155 = -258160.704036
  nChanged 79
		SP:Iteration 7Q (102945.430000 sec): 3 clusters
  Score: Raw -260772.457679 + Penalty 2572.488155 = -258199.969524
  nChanged 52
		SP:Iteration 8Q (102945.610000 sec): 3 clusters
  Score: Raw -260803.896277 + Penalty 2572.488155 = -258231.408122
  nChanged 55
		SP:Iteration 9Q (102945.790000 sec): 3 clusters
  Score: Raw -260835.472920 + Penalty 2572.488155 = -258262.984765
  nChanged 54
		SP:Iteration 10Q (102945.960000 sec): 3 clusters
  Score: Raw -260872.679455 + Penalty 2572.488155 = -258300.191300
  nChanged 47
		SP:Iteration 11Q (102946.140000 sec): 3 clusters
  Score: Raw -260901.926446 + Penalty 2572.488155 = -258329.438291
  nChanged 33
		SP:Iteration 12Q (102946.310000 sec): 3 clusters
  Score: Raw -260917.200843 + Penalty 2572.488155 = -258344.712688
  nChanged 30
		SP:Iteration 13Q (102946.490000 sec): 3 clusters
  Score: Raw -260931.435023 + Penalty 2572.488155 = -258358.946868
  nChanged 21
		SP:Iteration 14Q (102946.660000 sec): 3 clusters
  Score: Raw -260944.480323 + Penalty 2572.488155 = -258371.992168
  nChanged 20
		SP:Iteration 15Q (102946.840000 sec): 3 clusters
  Score: Raw -260952.458285 + Penalty 2572.488155 = -258379.970130
  nChanged 14
		SP:Iteration 16Q (102947.020000 sec): 3 clusters
  Score: Raw -260958.492417 + Penalty 2572.488155 = -258386.004262
  nChanged 16
		SP:Iteration 17Q (102947.150000 sec): 3 clusters
  Score: Raw -260964.216801 + Penalty 2572.488155 = -258391.728646
  nChanged 16
		SP:Iteration 18Q (102947.320000 sec): 3 clusters
  Score: Raw -260972.308887 + Penalty 2572.488155 = -258399.820732
  nChanged 20
		SP:Iteration 19Q (102947.500000 sec): 3 clusters
  Score: Raw -260984.900858 + Penalty 2572.488155 = -258412.412703
  nChanged 27
		SP:Iteration 20F (102947.680000 sec): 3 clusters
  Score: Raw -261000.656998 + Penalty 2572.488155 = -258428.168843
  nChanged 25
		SP:Iteration 21Q (102947.850000 sec): 3 clusters
  Score: Raw -261011.310354 + Penalty 2572.488155 = -258438.822199
  nChanged 18
		SP:Iteration 22Q (102948.030000 sec): 3 clusters
  Score: Raw -261021.946336 + Penalty 2572.488155 = -258449.458181
  nChanged 16
		SP:Iteration 23Q (102948.200000 sec): 3 clusters
  Score: Raw -261028.313369 + Penalty 2572.488155 = -258455.825214
  nChanged 7
		SP:Iteration 24Q (102948.380000 sec): 3 clusters
  Score: Raw -261031.609265 + Penalty 2572.488155 = -258459.121110
  nChanged 5
		SP:Iteration 25Q (102948.560000 sec): 3 clusters
  Score: Raw -261033.671125 + Penalty 2572.488155 = -258461.182970
  nChanged 6
		SP:Iteration 26Q (102948.730000 sec): 3 clusters
  Score: Raw -261035.192979 + Penalty 2572.488155 = -258462.704824
  nChanged 3
		SP:Iteration 27Q (102948.910000 sec): 3 clusters
  Score: Raw -261037.303633 + Penalty 2572.488155 = -258464.815478
  nChanged 9
		SP:Iteration 28Q (102949.080000 sec): 3 clusters
  Score: Raw -261040.134086 + Penalty 2572.488155 = -258467.645931
  nChanged 4
		SP:Iteration 29Q (102949.260000 sec): 3 clusters
  Score: Raw -261042.147737 + Penalty 2572.488155 = -258469.659582
  nChanged 4
		SP:Iteration 30Q (102949.440000 sec): 3 clusters
  Score: Raw -261044.996068 + Penalty 2572.488155 = -258472.507913
  nChanged 4
		SP:Iteration 31Q (102949.610000 sec): 3 clusters
  Score: Raw -261046.192733 + Penalty 2572.488155 = -258473.704578
  nChanged 5
		SP:Iteration 32Q (102949.790000 sec): 3 clusters
  Score: Raw -261048.370059 + Penalty 2572.488155 = -258475.881904
  nChanged 4
		SP:Iteration 33Q (102949.960000 sec): 3 clusters
  Score: Raw -261049.399155 + Penalty 2572.488155 = -258476.911000
  nChanged 3
		SP:Iteration 34Q (102950.140000 sec): 3 clusters
  Score: Raw -261050.963471 + Penalty 2572.488155 = -258478.475316
  nChanged 5
		SP:Iteration 35Q (102950.270000 sec): 3 clusters
  Score: Raw -261052.229614 + Penalty 2572.488155 = -258479.741459
  nChanged 4
		SP:Iteration 36Q (102950.450000 sec): 3 clusters
  Score: Raw -261055.312954 + Penalty 2572.488155 = -258482.824799
  nChanged 4
		SP:Iteration 37Q (102950.620000 sec): 3 clusters
  Score: Raw -261058.112370 + Penalty 2572.488155 = -258485.624215
  nChanged 3
		SP:Iteration 38Q (102950.800000 sec): 3 clusters
  Score: Raw -261059.163459 + Penalty 2572.488155 = -258486.675304
  nChanged 1
		SP:Iteration 39Q (102950.980000 sec): 3 clusters
  Score: Raw -261059.806225 + Penalty 2572.488155 = -258487.318070
  nChanged 1
		SP:Iteration 40F (102951.150000 sec): 3 clusters
  Score: Raw -261060.237514 + Penalty 2572.488155 = -258487.749359
  nChanged 2
		SP:Iteration 41Q (102951.330000 sec): 3 clusters
  Score: Raw -261060.815925 + Penalty 2572.488155 = -258488.327770
  nChanged 0
		SP:Iteration 42F (102951.500000 sec): 3 clusters
  Score: Raw -261060.815925 + Penalty 2572.488155 = -258488.327770
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 42 (6978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102951.600000 sec): 2 clusters
  Score: Raw -496243.632107 + Penalty 1438.209114 = -494805.422993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102951.820000 sec): 3 clusters
  Score: Raw -492473.816514 + Penalty 2876.418227 = -489597.398287
  nChanged 2887
		SP:Iteration 1F (102952.030000 sec): 3 clusters
  Score: Raw -494370.432831 + Penalty 2876.418227 = -491494.014603
  nChanged 643
		SP:Iteration 2F (102952.230000 sec): 3 clusters
  Score: Raw -494918.878216 + Penalty 2876.418227 = -492042.459989
  nChanged 564
		SP:Iteration 3F (102952.430000 sec): 3 clusters
  Score: Raw -495406.304518 + Penalty 2876.418227 = -492529.886291
  nChanged 497
		SP:Iteration 4F (102952.640000 sec): 3 clusters
  Score: Raw -495788.444171 + Penalty 2876.418227 = -492912.025944
  nChanged 343
		SP:Iteration 5Q (102952.840000 sec): 3 clusters
  Score: Raw -496003.417718 + Penalty 2876.418227 = -493126.999491
  nChanged 282
		SP:Iteration 6Q (102953.040000 sec): 3 clusters
  Score: Raw -496164.852307 + Penalty 2876.418227 = -493288.434080
  nChanged 217
		SP:Iteration 7Q (102953.250000 sec): 3 clusters
  Score: Raw -496274.595911 + Penalty 2876.418227 = -493398.177684
  nChanged 170
		SP:Iteration 8Q (102953.450000 sec): 3 clusters
  Score: Raw -496345.296826 + Penalty 2876.418227 = -493468.878599
  nChanged 114
		SP:Iteration 9Q (102953.650000 sec): 3 clusters
  Score: Raw -496398.578609 + Penalty 2876.418227 = -493522.160382
  nChanged 117
		SP:Iteration 10Q (102953.880000 sec): 3 clusters
  Score: Raw -496453.137834 + Penalty 2876.418227 = -493576.719607
  nChanged 89
		SP:Iteration 11Q (102954.000000 sec): 3 clusters
  Score: Raw -496490.646461 + Penalty 2876.418227 = -493614.228234
  nChanged 94
		SP:Iteration 12Q (102954.180000 sec): 3 clusters
  Score: Raw -496522.476388 + Penalty 2876.418227 = -493646.058160
  nChanged 72
		SP:Iteration 13Q (102954.390000 sec): 3 clusters
  Score: Raw -496543.212587 + Penalty 2876.418227 = -493666.794360
  nChanged 66
		SP:Iteration 14Q (102954.600000 sec): 3 clusters
  Score: Raw -496563.160863 + Penalty 2876.418227 = -493686.742636
  nChanged 49
		SP:Iteration 15Q (102954.800000 sec): 3 clusters
  Score: Raw -496575.361288 + Penalty 2876.418227 = -493698.943061
  nChanged 47
		SP:Iteration 16Q (102955.010000 sec): 3 clusters
  Score: Raw -496587.547155 + Penalty 2876.418227 = -493711.128928
  nChanged 46
		SP:Iteration 17Q (102955.210000 sec): 3 clusters
  Score: Raw -496600.361393 + Penalty 2876.418227 = -493723.943166
  nChanged 58
		SP:Iteration 18Q (102955.410000 sec): 3 clusters
  Score: Raw -496613.234117 + Penalty 2876.418227 = -493736.815890
  nChanged 31
		SP:Iteration 19Q (102955.610000 sec): 3 clusters
  Score: Raw -496620.953889 + Penalty 2876.418227 = -493744.535662
  nChanged 28
		SP:Iteration 20F (102955.820000 sec): 3 clusters
  Score: Raw -496626.569034 + Penalty 2876.418227 = -493750.150807
  nChanged 25
		SP:Iteration 21Q (102956.020000 sec): 3 clusters
  Score: Raw -496630.692259 + Penalty 2876.418227 = -493754.274032
  nChanged 9
		SP:Iteration 22Q (102956.220000 sec): 3 clusters
  Score: Raw -496632.015888 + Penalty 2876.418227 = -493755.597661
  nChanged 11
		SP:Iteration 23Q (102956.420000 sec): 3 clusters
  Score: Raw -496633.777478 + Penalty 2876.418227 = -493757.359251
  nChanged 12
		SP:Iteration 24Q (102956.630000 sec): 3 clusters
  Score: Raw -496635.855557 + Penalty 2876.418227 = -493759.437330
  nChanged 16
		SP:Iteration 25Q (102956.830000 sec): 3 clusters
  Score: Raw -496638.662910 + Penalty 2876.418227 = -493762.244683
  nChanged 15
		SP:Iteration 26Q (102957.030000 sec): 3 clusters
  Score: Raw -496641.166861 + Penalty 2876.418227 = -493764.748634
  nChanged 15
		SP:Iteration 27Q (102957.230000 sec): 3 clusters
  Score: Raw -496643.483915 + Penalty 2876.418227 = -493767.065688
  nChanged 9
		SP:Iteration 28Q (102957.440000 sec): 3 clusters
  Score: Raw -496644.967081 + Penalty 2876.418227 = -493768.548854
  nChanged 6
		SP:Iteration 29Q (102957.640000 sec): 3 clusters
  Score: Raw -496645.477590 + Penalty 2876.418227 = -493769.059363
  nChanged 4
		SP:Iteration 30Q (102957.840000 sec): 3 clusters
  Score: Raw -496645.994408 + Penalty 2876.418227 = -493769.576181
  nChanged 3
		SP:Iteration 31Q (102958.040000 sec): 3 clusters
  Score: Raw -496646.283081 + Penalty 2876.418227 = -493769.864854
  nChanged 4
		SP:Iteration 32Q (102958.240000 sec): 3 clusters
  Score: Raw -496646.874007 + Penalty 2876.418227 = -493770.455780
  nChanged 2
		SP:Iteration 33Q (102958.450000 sec): 3 clusters
  Score: Raw -496647.161886 + Penalty 2876.418227 = -493770.743659
  nChanged 2
		SP:Iteration 34Q (102958.650000 sec): 3 clusters
  Score: Raw -496647.468689 + Penalty 2876.418227 = -493771.050462
  nChanged 2
		SP:Iteration 35Q (102958.850000 sec): 3 clusters
  Score: Raw -496647.616841 + Penalty 2876.418227 = -493771.198614
  nChanged 1
		SP:Iteration 36Q (102959.060000 sec): 3 clusters
  Score: Raw -496647.690693 + Penalty 2876.418227 = -493771.272466
  nChanged 2
		SP:Iteration 37Q (102959.260000 sec): 3 clusters
  Score: Raw -496647.879349 + Penalty 2876.418227 = -493771.461122
  nChanged 2
		SP:Iteration 38Q (102959.460000 sec): 3 clusters
  Score: Raw -496648.035869 + Penalty 2876.418227 = -493771.617642
  nChanged 1
		SP:Iteration 39Q (102959.660000 sec): 3 clusters
  Score: Raw -496648.074127 + Penalty 2876.418227 = -493771.655900
  nChanged 1
		SP:Iteration 40F (102959.860000 sec): 3 clusters
  Score: Raw -496648.151597 + Penalty 2876.418227 = -493771.733370
  nChanged 2
		SP:Iteration 41Q (102960.060000 sec): 3 clusters
  Score: Raw -496648.381016 + Penalty 2876.418227 = -493771.962789
  nChanged 2
		SP:Iteration 42Q (102960.270000 sec): 3 clusters
  Score: Raw -496648.602438 + Penalty 2876.418227 = -493772.184211
  nChanged 1
		SP:Iteration 43Q (102960.450000 sec): 3 clusters
  Score: Raw -496648.836294 + Penalty 2876.418227 = -493772.418067
  nChanged 2
		SP:Iteration 44Q (102960.570000 sec): 3 clusters
  Score: Raw -496649.078734 + Penalty 2876.418227 = -493772.660507
  nChanged 3
		SP:Iteration 45Q (102960.680000 sec): 3 clusters
  Score: Raw -496649.391273 + Penalty 2876.418227 = -493772.973046
  nChanged 3
		SP:Iteration 46Q (102960.870000 sec): 3 clusters
  Score: Raw -496649.962394 + Penalty 2876.418227 = -493773.544167
  nChanged 1
		SP:Iteration 47Q (102961.080000 sec): 3 clusters
  Score: Raw -496650.003166 + Penalty 2876.418227 = -493773.584939
  nChanged 0
		SP:Iteration 48F (102961.290000 sec): 3 clusters
  Score: Raw -496650.003166 + Penalty 2876.418227 = -493773.584939
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 43 (3842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102961.390000 sec): 2 clusters
  Score: Raw -303966.169603 + Penalty 1341.234106 = -302624.935497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102961.570000 sec): 3 clusters
  Score: Raw -302077.921061 + Penalty 2682.468212 = -299395.452849
  nChanged 1492
		SP:Iteration 1F (102961.740000 sec): 3 clusters
  Score: Raw -303028.756488 + Penalty 2682.468212 = -300346.288277
  nChanged 351
		SP:Iteration 2F (102961.920000 sec): 3 clusters
  Score: Raw -303321.365108 + Penalty 2682.468212 = -300638.896896
  nChanged 282
		SP:Iteration 3F (102962.100000 sec): 3 clusters
  Score: Raw -303558.473687 + Penalty 2682.468212 = -300876.005475
  nChanged 222
		SP:Iteration 4F (102962.270000 sec): 3 clusters
  Score: Raw -303721.844253 + Penalty 2682.468212 = -301039.376042
  nChanged 194
		SP:Iteration 5F (102962.450000 sec): 3 clusters
  Score: Raw -303860.476692 + Penalty 2682.468212 = -301178.008480
  nChanged 157
		SP:Iteration 6Q (102962.620000 sec): 3 clusters
  Score: Raw -303955.087901 + Penalty 2682.468212 = -301272.619690
  nChanged 120
		SP:Iteration 7Q (102962.800000 sec): 3 clusters
  Score: Raw -304026.100722 + Penalty 2682.468212 = -301343.632511
  nChanged 95
		SP:Iteration 8Q (102962.980000 sec): 3 clusters
  Score: Raw -304074.041066 + Penalty 2682.468212 = -301391.572854
  nChanged 82
		SP:Iteration 9Q (102963.150000 sec): 3 clusters
  Score: Raw -304113.695563 + Penalty 2682.468212 = -301431.227352
  nChanged 66
		SP:Iteration 10Q (102963.330000 sec): 3 clusters
  Score: Raw -304147.562286 + Penalty 2682.468212 = -301465.094075
  nChanged 53
		SP:Iteration 11Q (102963.500000 sec): 3 clusters
  Score: Raw -304172.181966 + Penalty 2682.468212 = -301489.713755
  nChanged 51
		SP:Iteration 12Q (102963.680000 sec): 3 clusters
  Score: Raw -304191.710963 + Penalty 2682.468212 = -301509.242752
  nChanged 37
		SP:Iteration 13Q (102963.860000 sec): 3 clusters
  Score: Raw -304205.769595 + Penalty 2682.468212 = -301523.301383
  nChanged 28
		SP:Iteration 14Q (102964.030000 sec): 3 clusters
  Score: Raw -304216.774321 + Penalty 2682.468212 = -301534.306109
  nChanged 30
		SP:Iteration 15Q (102964.210000 sec): 3 clusters
  Score: Raw -304225.194269 + Penalty 2682.468212 = -301542.726057
  nChanged 24
		SP:Iteration 16Q (102964.380000 sec): 3 clusters
  Score: Raw -304233.389059 + Penalty 2682.468212 = -301550.920847
  nChanged 30
		SP:Iteration 17Q (102964.560000 sec): 3 clusters
  Score: Raw -304246.304730 + Penalty 2682.468212 = -301563.836518
  nChanged 30
		SP:Iteration 18Q (102964.740000 sec): 3 clusters
  Score: Raw -304261.534645 + Penalty 2682.468212 = -301579.066434
  nChanged 35
		SP:Iteration 19Q (102964.910000 sec): 3 clusters
  Score: Raw -304275.457472 + Penalty 2682.468212 = -301592.989260
  nChanged 28
		SP:Iteration 20F (102965.090000 sec): 3 clusters
  Score: Raw -304285.386642 + Penalty 2682.468212 = -301602.918431
  nChanged 19
		SP:Iteration 21Q (102965.260000 sec): 3 clusters
  Score: Raw -304292.752489 + Penalty 2682.468212 = -301610.284277
  nChanged 13
		SP:Iteration 22Q (102965.440000 sec): 3 clusters
  Score: Raw -304298.380042 + Penalty 2682.468212 = -301615.911831
  nChanged 14
		SP:Iteration 23Q (102965.610000 sec): 3 clusters
  Score: Raw -304305.006639 + Penalty 2682.468212 = -301622.538427
  nChanged 16
		SP:Iteration 24Q (102965.790000 sec): 3 clusters
  Score: Raw -304310.996848 + Penalty 2682.468212 = -301628.528636
  nChanged 22
		SP:Iteration 25Q (102965.960000 sec): 3 clusters
  Score: Raw -304319.778762 + Penalty 2682.468212 = -301637.310551
  nChanged 20
		SP:Iteration 26Q (102966.140000 sec): 3 clusters
  Score: Raw -304328.962127 + Penalty 2682.468212 = -301646.493916
  nChanged 20
		SP:Iteration 27Q (102966.320000 sec): 3 clusters
  Score: Raw -304337.108795 + Penalty 2682.468212 = -301654.640584
  nChanged 26
		SP:Iteration 28Q (102966.490000 sec): 3 clusters
  Score: Raw -304355.841594 + Penalty 2682.468212 = -301673.373382
  nChanged 27
		SP:Iteration 29Q (102966.670000 sec): 3 clusters
  Score: Raw -304367.941122 + Penalty 2682.468212 = -301685.472910
  nChanged 18
		SP:Iteration 30Q (102966.840000 sec): 3 clusters
  Score: Raw -304377.633450 + Penalty 2682.468212 = -301695.165238
  nChanged 24
		SP:Iteration 31Q (102967.020000 sec): 3 clusters
  Score: Raw -304386.441684 + Penalty 2682.468212 = -301703.973473
  nChanged 17
		SP:Iteration 32Q (102967.200000 sec): 3 clusters
  Score: Raw -304391.601439 + Penalty 2682.468212 = -301709.133227
  nChanged 17
		SP:Iteration 33Q (102967.370000 sec): 3 clusters
  Score: Raw -304397.128124 + Penalty 2682.468212 = -301714.659912
  nChanged 21
		SP:Iteration 34Q (102967.550000 sec): 3 clusters
  Score: Raw -304404.562781 + Penalty 2682.468212 = -301722.094569
  nChanged 15
		SP:Iteration 35Q (102967.720000 sec): 3 clusters
  Score: Raw -304410.089518 + Penalty 2682.468212 = -301727.621306
  nChanged 19
		SP:Iteration 36Q (102967.900000 sec): 3 clusters
  Score: Raw -304415.046988 + Penalty 2682.468212 = -301732.578777
  nChanged 15
		SP:Iteration 37Q (102968.080000 sec): 3 clusters
  Score: Raw -304421.159574 + Penalty 2682.468212 = -301738.691362
  nChanged 18
		SP:Iteration 38Q (102968.250000 sec): 3 clusters
  Score: Raw -304424.707359 + Penalty 2682.468212 = -301742.239148
  nChanged 15
		SP:Iteration 39Q (102968.430000 sec): 3 clusters
  Score: Raw -304429.354537 + Penalty 2682.468212 = -301746.886325
  nChanged 16
		SP:Iteration 40F (102968.600000 sec): 3 clusters
  Score: Raw -304436.240739 + Penalty 2682.468212 = -301753.772527
  nChanged 18
		SP:Iteration 41Q (102968.780000 sec): 3 clusters
  Score: Raw -304443.959660 + Penalty 2682.468212 = -301761.491448
  nChanged 16
		SP:Iteration 42Q (102968.950000 sec): 3 clusters
  Score: Raw -304451.452460 + Penalty 2682.468212 = -301768.984248
  nChanged 16
		SP:Iteration 43Q (102969.100000 sec): 3 clusters
  Score: Raw -304460.323489 + Penalty 2682.468212 = -301777.855277
  nChanged 21
		SP:Iteration 44Q (102969.170000 sec): 3 clusters
  Score: Raw -304471.616797 + Penalty 2682.468212 = -301789.148586
  nChanged 20
		SP:Iteration 45Q (102969.250000 sec): 3 clusters
  Score: Raw -304479.053891 + Penalty 2682.468212 = -301796.585679
  nChanged 22
		SP:Iteration 46Q (102969.320000 sec): 3 clusters
  Score: Raw -304487.418833 + Penalty 2682.468212 = -301804.950621
  nChanged 18
		SP:Iteration 47Q (102969.400000 sec): 3 clusters
  Score: Raw -304493.563918 + Penalty 2682.468212 = -301811.095707
  nChanged 16
		SP:Iteration 48Q (102969.480000 sec): 3 clusters
  Score: Raw -304498.469862 + Penalty 2682.468212 = -301816.001651
  nChanged 10
		SP:Iteration 49Q (102969.550000 sec): 3 clusters
  Score: Raw -304501.356630 + Penalty 2682.468212 = -301818.888419
  nChanged 7
		SP:Iteration 50Q (102969.630000 sec): 3 clusters
  Score: Raw -304502.734958 + Penalty 2682.468212 = -301820.266746
  nChanged 6
		SP:Iteration 51Q (102969.700000 sec): 3 clusters
  Score: Raw -304504.221581 + Penalty 2682.468212 = -301821.753369
  nChanged 8
		SP:Iteration 52Q (102969.780000 sec): 3 clusters
  Score: Raw -304507.848528 + Penalty 2682.468212 = -301825.380317
  nChanged 12
		SP:Iteration 53Q (102969.860000 sec): 3 clusters
  Score: Raw -304512.029281 + Penalty 2682.468212 = -301829.561070
  nChanged 10
		SP:Iteration 54Q (102969.930000 sec): 3 clusters
  Score: Raw -304517.781307 + Penalty 2682.468212 = -301835.313095
  nChanged 19
		SP:Iteration 55Q (102970.010000 sec): 3 clusters
  Score: Raw -304526.497276 + Penalty 2682.468212 = -301844.029065
  nChanged 19
		SP:Iteration 56Q (102970.080000 sec): 3 clusters
  Score: Raw -304533.855969 + Penalty 2682.468212 = -301851.387757
  nChanged 12
		SP:Iteration 57Q (102970.160000 sec): 3 clusters
  Score: Raw -304539.532588 + Penalty 2682.468212 = -301857.064377
  nChanged 16
		SP:Iteration 58Q (102970.240000 sec): 3 clusters
  Score: Raw -304545.638567 + Penalty 2682.468212 = -301863.170355
  nChanged 14
		SP:Iteration 59Q (102970.310000 sec): 3 clusters
  Score: Raw -304551.552644 + Penalty 2682.468212 = -301869.084433
  nChanged 13
		SP:Iteration 60F (102970.460000 sec): 3 clusters
  Score: Raw -304555.311262 + Penalty 2682.468212 = -301872.843051
  nChanged 9
		SP:Iteration 61Q (102970.640000 sec): 3 clusters
  Score: Raw -304558.444015 + Penalty 2682.468212 = -301875.975804
  nChanged 12
		SP:Iteration 62Q (102970.810000 sec): 3 clusters
  Score: Raw -304561.888740 + Penalty 2682.468212 = -301879.420529
  nChanged 9
		SP:Iteration 63Q (102970.980000 sec): 3 clusters
  Score: Raw -304563.708573 + Penalty 2682.468212 = -301881.240361
  nChanged 8
		SP:Iteration 64Q (102971.160000 sec): 3 clusters
  Score: Raw -304566.414761 + Penalty 2682.468212 = -301883.946550
  nChanged 12
		SP:Iteration 65Q (102971.340000 sec): 3 clusters
  Score: Raw -304571.218017 + Penalty 2682.468212 = -301888.749806
  nChanged 12
		SP:Iteration 66Q (102971.510000 sec): 3 clusters
  Score: Raw -304573.528394 + Penalty 2682.468212 = -301891.060182
  nChanged 8
		SP:Iteration 67Q (102971.690000 sec): 3 clusters
  Score: Raw -304578.487177 + Penalty 2682.468212 = -301896.018965
  nChanged 6
		SP:Iteration 68Q (102971.860000 sec): 3 clusters
  Score: Raw -304580.499791 + Penalty 2682.468212 = -301898.031579
  nChanged 3
		SP:Iteration 69Q (102972.040000 sec): 3 clusters
  Score: Raw -304581.330503 + Penalty 2682.468212 = -301898.862292
  nChanged 1
		SP:Iteration 70Q (102972.220000 sec): 3 clusters
  Score: Raw -304581.541094 + Penalty 2682.468212 = -301899.072882
  nChanged 3
		SP:Iteration 71Q (102972.390000 sec): 3 clusters
  Score: Raw -304582.393335 + Penalty 2682.468212 = -301899.925123
  nChanged 3
		SP:Iteration 72Q (102972.570000 sec): 3 clusters
  Score: Raw -304583.639951 + Penalty 2682.468212 = -301901.171740
  nChanged 1
		SP:Iteration 73Q (102972.740000 sec): 3 clusters
  Score: Raw -304584.043146 + Penalty 2682.468212 = -301901.574934
  nChanged 2
		SP:Iteration 74Q (102972.920000 sec): 3 clusters
  Score: Raw -304584.289438 + Penalty 2682.468212 = -301901.821226
  nChanged 0
		SP:Iteration 75F (102973.100000 sec): 3 clusters
  Score: Raw -304584.289438 + Penalty 2682.468212 = -301901.821226
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 44 (10038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102973.200000 sec): 2 clusters
  Score: Raw -984117.270436 + Penalty 1497.296640 = -982619.973796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102973.440000 sec): 3 clusters
  Score: Raw -978507.750863 + Penalty 2994.593280 = -975513.157583
  nChanged 4307
		SP:Iteration 1F (102973.670000 sec): 3 clusters
  Score: Raw -980869.142142 + Penalty 2994.593280 = -977874.548862
  nChanged 748
		SP:Iteration 2F (102973.900000 sec): 3 clusters
  Score: Raw -981330.100776 + Penalty 2994.593280 = -978335.507495
  nChanged 735
		SP:Iteration 3F (102974.120000 sec): 3 clusters
  Score: Raw -981825.635246 + Penalty 2994.593280 = -978831.041966
  nChanged 671
		SP:Iteration 4F (102974.350000 sec): 3 clusters
  Score: Raw -982322.552474 + Penalty 2994.593280 = -979327.959194
  nChanged 644
		SP:Iteration 5F (102974.570000 sec): 3 clusters
  Score: Raw -982826.043894 + Penalty 2994.593280 = -979831.450613
  nChanged 533
		SP:Iteration 6F (102974.790000 sec): 3 clusters
  Score: Raw -983242.750988 + Penalty 2994.593280 = -980248.157708
  nChanged 389
		SP:Iteration 7Q (102975.010000 sec): 3 clusters
  Score: Raw -983547.965581 + Penalty 2994.593280 = -980553.372301
  nChanged 294
		SP:Iteration 8Q (102975.240000 sec): 3 clusters
  Score: Raw -983775.231448 + Penalty 2994.593280 = -980780.638168
  nChanged 204
		SP:Iteration 9Q (102975.460000 sec): 3 clusters
  Score: Raw -983948.089752 + Penalty 2994.593280 = -980953.496472
  nChanged 150
		SP:Iteration 10Q (102975.730000 sec): 3 clusters
  Score: Raw -984080.400715 + Penalty 2994.593280 = -981085.807434
  nChanged 103
		SP:Iteration 11Q (102975.920000 sec): 3 clusters
  Score: Raw -984169.583570 + Penalty 2994.593280 = -981174.990290
  nChanged 73
		SP:Iteration 12Q (102976.180000 sec): 3 clusters
  Score: Raw -984232.240661 + Penalty 2994.593280 = -981237.647381
  nChanged 49
		SP:Iteration 13Q (102976.410000 sec): 3 clusters
  Score: Raw -984273.686199 + Penalty 2994.593280 = -981279.092918
  nChanged 37
		SP:Iteration 14Q (102976.590000 sec): 3 clusters
  Score: Raw -984311.030240 + Penalty 2994.593280 = -981316.436959
  nChanged 25
		SP:Iteration 15Q (102976.780000 sec): 3 clusters
  Score: Raw -984336.099639 + Penalty 2994.593280 = -981341.506359
  nChanged 18
		SP:Iteration 16Q (102976.960000 sec): 3 clusters
  Score: Raw -984353.144496 + Penalty 2994.593280 = -981358.551216
  nChanged 17
		SP:Iteration 17Q (102977.140000 sec): 3 clusters
  Score: Raw -984373.688328 + Penalty 2994.593280 = -981379.095047
  nChanged 22
		SP:Iteration 18Q (102977.330000 sec): 3 clusters
  Score: Raw -984393.292030 + Penalty 2994.593280 = -981398.698750
  nChanged 13
		SP:Iteration 19Q (102977.520000 sec): 3 clusters
  Score: Raw -984404.223859 + Penalty 2994.593280 = -981409.630578
  nChanged 5
		SP:Iteration 20F (102977.740000 sec): 3 clusters
  Score: Raw -984409.230790 + Penalty 2994.593280 = -981414.637510
  nChanged 3
		SP:Iteration 21Q (102977.920000 sec): 3 clusters
  Score: Raw -984411.040362 + Penalty 2994.593280 = -981416.447082
  nChanged 1
		SP:Iteration 22Q (102978.110000 sec): 3 clusters
  Score: Raw -984412.135997 + Penalty 2994.593280 = -981417.542716
  nChanged 2
		SP:Iteration 23Q (102978.340000 sec): 3 clusters
  Score: Raw -984414.815849 + Penalty 2994.593280 = -981420.222568
  nChanged 3
		SP:Iteration 24Q (102978.520000 sec): 3 clusters
  Score: Raw -984416.573116 + Penalty 2994.593280 = -981421.979836
  nChanged 4
		SP:Iteration 25Q (102978.700000 sec): 3 clusters
  Score: Raw -984421.024798 + Penalty 2994.593280 = -981426.431518
  nChanged 3
		SP:Iteration 26Q (102978.840000 sec): 3 clusters
  Score: Raw -984423.509514 + Penalty 2994.593280 = -981428.916233
  nChanged 3
		SP:Iteration 27Q (102978.990000 sec): 3 clusters
  Score: Raw -984425.932020 + Penalty 2994.593280 = -981431.338740
  nChanged 5
		SP:Iteration 28Q (102979.160000 sec): 3 clusters
  Score: Raw -984429.714534 + Penalty 2994.593280 = -981435.121253
  nChanged 3
		SP:Iteration 29Q (102979.340000 sec): 3 clusters
  Score: Raw -984432.470163 + Penalty 2994.593280 = -981437.876883
  nChanged 3
		SP:Iteration 30Q (102979.530000 sec): 3 clusters
  Score: Raw -984435.992105 + Penalty 2994.593280 = -981441.398825
  nChanged 4
		SP:Iteration 31Q (102979.710000 sec): 3 clusters
  Score: Raw -984440.489739 + Penalty 2994.593280 = -981445.896459
  nChanged 3
		SP:Iteration 32Q (102979.900000 sec): 3 clusters
  Score: Raw -984442.401191 + Penalty 2994.593280 = -981447.807910
  nChanged 2
		SP:Iteration 33Q (102980.080000 sec): 3 clusters
  Score: Raw -984443.955396 + Penalty 2994.593280 = -981449.362115
  nChanged 0
		SP:Iteration 34F (102980.310000 sec): 3 clusters
  Score: Raw -984443.955396 + Penalty 2994.593280 = -981449.362115
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 45 (10330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102980.460000 sec): 2 clusters
  Score: Raw -944042.010747 + Penalty 1501.956229 = -942540.054518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102980.720000 sec): 3 clusters
  Score: Raw -938058.375756 + Penalty 3003.912458 = -935054.463298
  nChanged 4475
		SP:Iteration 1F (102980.990000 sec): 3 clusters
  Score: Raw -940583.304573 + Penalty 3003.912458 = -937579.392115
  nChanged 686
		SP:Iteration 2F (102981.250000 sec): 3 clusters
  Score: Raw -940928.222940 + Penalty 3003.912458 = -937924.310482
  nChanged 594
		SP:Iteration 3F (102981.470000 sec): 3 clusters
  Score: Raw -941201.940760 + Penalty 3003.912458 = -938198.028302
  nChanged 493
		SP:Iteration 4Q (102981.740000 sec): 3 clusters
  Score: Raw -941440.091818 + Penalty 3003.912458 = -938436.179360
  nChanged 423
		SP:Iteration 5Q (102982.000000 sec): 3 clusters
  Score: Raw -941630.732544 + Penalty 3003.912458 = -938626.820086
  nChanged 408
		SP:Iteration 6Q (102982.260000 sec): 3 clusters
  Score: Raw -941805.466271 + Penalty 3003.912458 = -938801.553813
  nChanged 334
		SP:Iteration 7Q (102982.530000 sec): 3 clusters
  Score: Raw -941940.607257 + Penalty 3003.912458 = -938936.694799
  nChanged 318
		SP:Iteration 8Q (102982.770000 sec): 3 clusters
  Score: Raw -942069.439657 + Penalty 3003.912458 = -939065.527200
  nChanged 283
		SP:Iteration 9Q (102983.020000 sec): 3 clusters
  Score: Raw -942164.881159 + Penalty 3003.912458 = -939160.968701
  nChanged 242
		SP:Iteration 10Q (102983.280000 sec): 3 clusters
  Score: Raw -942248.158475 + Penalty 3003.912458 = -939244.246018
  nChanged 238
		SP:Iteration 11Q (102983.480000 sec): 3 clusters
  Score: Raw -942330.559062 + Penalty 3003.912458 = -939326.646604
  nChanged 188
		SP:Iteration 12Q (102983.770000 sec): 3 clusters
  Score: Raw -942399.125450 + Penalty 3003.912458 = -939395.212992
  nChanged 194
		SP:Iteration 13Q (102983.890000 sec): 3 clusters
  Score: Raw -942469.269594 + Penalty 3003.912458 = -939465.357136
  nChanged 194
		SP:Iteration 14Q (102984.130000 sec): 3 clusters
  Score: Raw -942541.950244 + Penalty 3003.912458 = -939538.037786
  nChanged 199
		SP:Iteration 15Q (102984.400000 sec): 3 clusters
  Score: Raw -942610.326473 + Penalty 3003.912458 = -939606.414015
  nChanged 198
		SP:Iteration 16Q (102984.630000 sec): 3 clusters
  Score: Raw -942675.834344 + Penalty 3003.912458 = -939671.921886
  nChanged 190
		SP:Iteration 17Q (102984.940000 sec): 3 clusters
  Score: Raw -942740.459743 + Penalty 3003.912458 = -939736.547285
  nChanged 211
		SP:Iteration 18Q (102985.120000 sec): 3 clusters
  Score: Raw -942825.388227 + Penalty 3003.912458 = -939821.475770
  nChanged 244
		SP:Iteration 19Q (102985.350000 sec): 3 clusters
  Score: Raw -942933.840283 + Penalty 3003.912458 = -939929.927826
  nChanged 246
		SP:Iteration 20F (102985.660000 sec): 3 clusters
  Score: Raw -943052.891971 + Penalty 3003.912458 = -940048.979514
  nChanged 250
		SP:Iteration 21Q (102985.850000 sec): 3 clusters
  Score: Raw -943180.708393 + Penalty 3003.912458 = -940176.795936
  nChanged 250
		SP:Iteration 22Q (102986.030000 sec): 3 clusters
  Score: Raw -943315.979177 + Penalty 3003.912458 = -940312.066719
  nChanged 252
		SP:Iteration 23Q (102986.300000 sec): 3 clusters
  Score: Raw -943458.195461 + Penalty 3003.912458 = -940454.283003
  nChanged 235
		SP:Iteration 24Q (102986.570000 sec): 3 clusters
  Score: Raw -943590.520185 + Penalty 3003.912458 = -940586.607728
  nChanged 223
		SP:Iteration 25Q (102986.830000 sec): 3 clusters
  Score: Raw -943735.193455 + Penalty 3003.912458 = -940731.280998
  nChanged 197
		SP:Iteration 26Q (102987.090000 sec): 3 clusters
  Score: Raw -943862.684218 + Penalty 3003.912458 = -940858.771761
  nChanged 165
		SP:Iteration 27Q (102987.310000 sec): 3 clusters
  Score: Raw -943975.194898 + Penalty 3003.912458 = -940971.282440
  nChanged 152
		SP:Iteration 28Q (102987.540000 sec): 3 clusters
  Score: Raw -944062.290394 + Penalty 3003.912458 = -941058.377937
  nChanged 99
		SP:Iteration 29Q (102987.760000 sec): 3 clusters
  Score: Raw -944119.157607 + Penalty 3003.912458 = -941115.245150
  nChanged 89
		SP:Iteration 30Q (102987.990000 sec): 3 clusters
  Score: Raw -944164.840825 + Penalty 3003.912458 = -941160.928367
  nChanged 75
		SP:Iteration 31Q (102988.210000 sec): 3 clusters
  Score: Raw -944203.886124 + Penalty 3003.912458 = -941199.973666
  nChanged 47
		SP:Iteration 32Q (102988.430000 sec): 3 clusters
  Score: Raw -944222.892594 + Penalty 3003.912458 = -941218.980136
  nChanged 35
		SP:Iteration 33Q (102988.650000 sec): 3 clusters
  Score: Raw -944235.214097 + Penalty 3003.912458 = -941231.301639
  nChanged 28
		SP:Iteration 34Q (102988.880000 sec): 3 clusters
  Score: Raw -944244.136240 + Penalty 3003.912458 = -941240.223783
  nChanged 12
		SP:Iteration 35Q (102989.100000 sec): 3 clusters
  Score: Raw -944248.698795 + Penalty 3003.912458 = -941244.786337
  nChanged 10
		SP:Iteration 36Q (102989.330000 sec): 3 clusters
  Score: Raw -944253.461266 + Penalty 3003.912458 = -941249.548809
  nChanged 14
		SP:Iteration 37Q (102989.550000 sec): 3 clusters
  Score: Raw -944258.773434 + Penalty 3003.912458 = -941254.860976
  nChanged 14
		SP:Iteration 38Q (102989.810000 sec): 3 clusters
  Score: Raw -944265.255594 + Penalty 3003.912458 = -941261.343136
  nChanged 14
		SP:Iteration 39Q (102990.020000 sec): 3 clusters
  Score: Raw -944270.461482 + Penalty 3003.912458 = -941266.549024
  nChanged 12
		SP:Iteration 40F (102990.290000 sec): 3 clusters
  Score: Raw -944276.903501 + Penalty 3003.912458 = -941272.991043
  nChanged 16
		SP:Iteration 41Q (102990.510000 sec): 3 clusters
  Score: Raw -944285.094736 + Penalty 3003.912458 = -941281.182278
  nChanged 16
		SP:Iteration 42Q (102990.740000 sec): 3 clusters
  Score: Raw -944293.574162 + Penalty 3003.912458 = -941289.661704
  nChanged 13
		SP:Iteration 43Q (102990.970000 sec): 3 clusters
  Score: Raw -944297.363022 + Penalty 3003.912458 = -941293.450564
  nChanged 10
		SP:Iteration 44Q (102991.190000 sec): 3 clusters
  Score: Raw -944301.724966 + Penalty 3003.912458 = -941297.812509
  nChanged 6
		SP:Iteration 45Q (102991.420000 sec): 3 clusters
  Score: Raw -944303.490645 + Penalty 3003.912458 = -941299.578187
  nChanged 3
		SP:Iteration 46Q (102991.640000 sec): 3 clusters
  Score: Raw -944304.387156 + Penalty 3003.912458 = -941300.474699
  nChanged 4
		SP:Iteration 47Q (102991.870000 sec): 3 clusters
  Score: Raw -944306.204260 + Penalty 3003.912458 = -941302.291803
  nChanged 6
		SP:Iteration 48Q (102992.090000 sec): 3 clusters
  Score: Raw -944308.675785 + Penalty 3003.912458 = -941304.763328
  nChanged 8
		SP:Iteration 49Q (102992.320000 sec): 3 clusters
  Score: Raw -944311.692044 + Penalty 3003.912458 = -941307.779586
  nChanged 5
		SP:Iteration 50Q (102992.540000 sec): 3 clusters
  Score: Raw -944313.278944 + Penalty 3003.912458 = -941309.366487
  nChanged 4
		SP:Iteration 51Q (102992.770000 sec): 3 clusters
  Score: Raw -944314.655499 + Penalty 3003.912458 = -941310.743041
  nChanged 2
		SP:Iteration 52Q (102992.990000 sec): 3 clusters
  Score: Raw -944315.374237 + Penalty 3003.912458 = -941311.461779
  nChanged 1
		SP:Iteration 53Q (102993.220000 sec): 3 clusters
  Score: Raw -944316.022304 + Penalty 3003.912458 = -941312.109846
  nChanged 3
		SP:Iteration 54Q (102993.450000 sec): 3 clusters
  Score: Raw -944317.203029 + Penalty 3003.912458 = -941313.290571
  nChanged 3
		SP:Iteration 55Q (102993.580000 sec): 3 clusters
  Score: Raw -944318.291081 + Penalty 3003.912458 = -941314.378624
  nChanged 2
		SP:Iteration 56Q (102993.820000 sec): 3 clusters
  Score: Raw -944319.379191 + Penalty 3003.912458 = -941315.466733
  nChanged 5
		SP:Iteration 57Q (102994.040000 sec): 3 clusters
  Score: Raw -944321.520200 + Penalty 3003.912458 = -941317.607742
  nChanged 3
		SP:Iteration 58Q (102994.270000 sec): 3 clusters
  Score: Raw -944323.140731 + Penalty 3003.912458 = -941319.228273
  nChanged 3
		SP:Iteration 59Q (102994.490000 sec): 3 clusters
  Score: Raw -944324.823249 + Penalty 3003.912458 = -941320.910792
  nChanged 7
		SP:Iteration 60F (102994.760000 sec): 3 clusters
  Score: Raw -944327.371914 + Penalty 3003.912458 = -941323.459457
  nChanged 5
		SP:Iteration 61Q (102994.980000 sec): 3 clusters
  Score: Raw -944329.220850 + Penalty 3003.912458 = -941325.308393
  nChanged 5
		SP:Iteration 62Q (102995.200000 sec): 3 clusters
  Score: Raw -944331.508755 + Penalty 3003.912458 = -941327.596297
  nChanged 5
		SP:Iteration 63Q (102995.420000 sec): 3 clusters
  Score: Raw -944332.570696 + Penalty 3003.912458 = -941328.658238
  nChanged 1
		SP:Iteration 64Q (102995.650000 sec): 3 clusters
  Score: Raw -944332.665739 + Penalty 3003.912458 = -941328.753281
  nChanged 0
		SP:Iteration 65F (102995.910000 sec): 3 clusters
  Score: Raw -944332.665739 + Penalty 3003.912458 = -941328.753281
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 46 (20237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102996.130000 sec): 2 clusters
  Score: Raw -1915580.459796 + Penalty 1611.231032 = -1913969.228764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102996.490000 sec): 3 clusters
  Score: Raw -1903563.577575 + Penalty 3222.462065 = -1900341.115511
  nChanged 9074
		SP:Iteration 1F (102996.800000 sec): 3 clusters
  Score: Raw -1908713.704680 + Penalty 3222.462065 = -1905491.242616
  nChanged 1265
		SP:Iteration 2F (102997.120000 sec): 3 clusters
  Score: Raw -1909341.024653 + Penalty 3222.462065 = -1906118.562589
  nChanged 1342
		SP:Iteration 3F (102997.380000 sec): 3 clusters
  Score: Raw -1910065.747892 + Penalty 3222.462065 = -1906843.285827
  nChanged 1301
		SP:Iteration 4F (102997.630000 sec): 3 clusters
  Score: Raw -1910771.967779 + Penalty 3222.462065 = -1907549.505714
  nChanged 1199
		SP:Iteration 5F (102997.940000 sec): 3 clusters
  Score: Raw -1911395.698990 + Penalty 3222.462065 = -1908173.236925
  nChanged 1030
		SP:Iteration 6F (102998.300000 sec): 3 clusters
  Score: Raw -1911918.208165 + Penalty 3222.462065 = -1908695.746101
  nChanged 910
		SP:Iteration 7Q (102998.620000 sec): 3 clusters
  Score: Raw -1912398.214895 + Penalty 3222.462065 = -1909175.752830
  nChanged 828
		SP:Iteration 8Q (102998.980000 sec): 3 clusters
  Score: Raw -1912842.913330 + Penalty 3222.462065 = -1909620.451266
  nChanged 730
		SP:Iteration 9Q (102999.280000 sec): 3 clusters
  Score: Raw -1913254.443617 + Penalty 3222.462065 = -1910031.981553
  nChanged 679
		SP:Iteration 10Q (102999.620000 sec): 3 clusters
  Score: Raw -1913664.543869 + Penalty 3222.462065 = -1910442.081805
  nChanged 645
		SP:Iteration 11Q (102999.940000 sec): 3 clusters
  Score: Raw -1914091.082113 + Penalty 3222.462065 = -1910868.620049
  nChanged 579
		SP:Iteration 12Q (103000.250000 sec): 3 clusters
  Score: Raw -1914516.807897 + Penalty 3222.462065 = -1911294.345833
  nChanged 495
		SP:Iteration 13Q (103000.570000 sec): 3 clusters
  Score: Raw -1914887.447644 + Penalty 3222.462065 = -1911664.985579
  nChanged 360
		SP:Iteration 14Q (103000.890000 sec): 3 clusters
  Score: Raw -1915165.489832 + Penalty 3222.462065 = -1911943.027767
  nChanged 257
		SP:Iteration 15Q (103001.210000 sec): 3 clusters
  Score: Raw -1915373.949634 + Penalty 3222.462065 = -1912151.487570
  nChanged 177
		SP:Iteration 16Q (103001.530000 sec): 3 clusters
  Score: Raw -1915519.498324 + Penalty 3222.462065 = -1912297.036260
  nChanged 99
		SP:Iteration 17Q (103001.850000 sec): 3 clusters
  Score: Raw -1915608.855975 + Penalty 3222.462065 = -1912386.393910
  nChanged 69
		SP:Iteration 18Q (103002.160000 sec): 3 clusters
  Score: Raw -1915677.401873 + Penalty 3222.462065 = -1912454.939808
  nChanged 41
		SP:Iteration 19Q (103002.530000 sec): 3 clusters
  Score: Raw -1915714.807561 + Penalty 3222.462065 = -1912492.345496
  nChanged 23
		SP:Iteration 20F (103002.840000 sec): 3 clusters
  Score: Raw -1915733.841398 + Penalty 3222.462065 = -1912511.379333
  nChanged 19
		SP:Iteration 21Q (103003.200000 sec): 3 clusters
  Score: Raw -1915747.222420 + Penalty 3222.462065 = -1912524.760355
  nChanged 9
		SP:Iteration 22Q (103003.520000 sec): 3 clusters
  Score: Raw -1915754.376073 + Penalty 3222.462065 = -1912531.914008
  nChanged 9
		SP:Iteration 23Q (103003.880000 sec): 3 clusters
  Score: Raw -1915762.048774 + Penalty 3222.462065 = -1912539.586709
  nChanged 9
		SP:Iteration 24Q (103004.180000 sec): 3 clusters
  Score: Raw -1915770.549202 + Penalty 3222.462065 = -1912548.087137
  nChanged 8
		SP:Iteration 25Q (103004.460000 sec): 3 clusters
  Score: Raw -1915779.254681 + Penalty 3222.462065 = -1912556.792616
  nChanged 9
		SP:Iteration 26Q (103004.760000 sec): 3 clusters
  Score: Raw -1915790.302551 + Penalty 3222.462065 = -1912567.840486
  nChanged 11
		SP:Iteration 27Q (103005.080000 sec): 3 clusters
  Score: Raw -1915800.208007 + Penalty 3222.462065 = -1912577.745942
  nChanged 12
		SP:Iteration 28Q (103005.400000 sec): 3 clusters
  Score: Raw -1915812.515030 + Penalty 3222.462065 = -1912590.052965
  nChanged 9
		SP:Iteration 29Q (103005.710000 sec): 3 clusters
  Score: Raw -1915818.606960 + Penalty 3222.462065 = -1912596.144896
  nChanged 4
		SP:Iteration 30Q (103006.030000 sec): 3 clusters
  Score: Raw -1915820.282859 + Penalty 3222.462065 = -1912597.820795
  nChanged 2
		SP:Iteration 31Q (103006.390000 sec): 3 clusters
  Score: Raw -1915821.410357 + Penalty 3222.462065 = -1912598.948292
  nChanged 0
		SP:Iteration 32F (103006.710000 sec): 3 clusters
  Score: Raw -1915821.410357 + Penalty 3222.462065 = -1912598.948292
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 47 (3210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103006.790000 sec): 2 clusters
  Score: Raw -260226.031396 + Penalty 1312.029260 = -258914.002136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103007.010000 sec): 3 clusters
  Score: Raw -258664.104482 + Penalty 2624.058520 = -256040.045962
  nChanged 1274
		SP:Iteration 1F (103007.180000 sec): 3 clusters
  Score: Raw -259501.925802 + Penalty 2624.058520 = -256877.867282
  nChanged 277
		SP:Iteration 2F (103007.380000 sec): 3 clusters
  Score: Raw -259716.275788 + Penalty 2624.058520 = -257092.217268
  nChanged 187
		SP:Iteration 3F (103007.450000 sec): 3 clusters
  Score: Raw -259837.876104 + Penalty 2624.058520 = -257213.817584
  nChanged 130
		SP:Iteration 4Q (103007.520000 sec): 3 clusters
  Score: Raw -259911.038937 + Penalty 2624.058520 = -257286.980417
  nChanged 97
		SP:Iteration 5Q (103007.580000 sec): 3 clusters
  Score: Raw -259962.247834 + Penalty 2624.058520 = -257338.189314
  nChanged 77
		SP:Iteration 6Q (103007.640000 sec): 3 clusters
  Score: Raw -260010.296492 + Penalty 2624.058520 = -257386.237971
  nChanged 78
		SP:Iteration 7Q (103007.700000 sec): 3 clusters
  Score: Raw -260052.810355 + Penalty 2624.058520 = -257428.751835
  nChanged 65
		SP:Iteration 8Q (103007.760000 sec): 3 clusters
  Score: Raw -260082.035503 + Penalty 2624.058520 = -257457.976982
  nChanged 56
		SP:Iteration 9Q (103007.820000 sec): 3 clusters
  Score: Raw -260110.678932 + Penalty 2624.058520 = -257486.620412
  nChanged 50
		SP:Iteration 10Q (103007.880000 sec): 3 clusters
  Score: Raw -260132.577443 + Penalty 2624.058520 = -257508.518923
  nChanged 47
		SP:Iteration 11Q (103007.950000 sec): 3 clusters
  Score: Raw -260150.843835 + Penalty 2624.058520 = -257526.785315
  nChanged 37
		SP:Iteration 12Q (103008.010000 sec): 3 clusters
  Score: Raw -260165.630667 + Penalty 2624.058520 = -257541.572146
  nChanged 21
		SP:Iteration 13Q (103008.070000 sec): 3 clusters
  Score: Raw -260172.978665 + Penalty 2624.058520 = -257548.920145
  nChanged 14
		SP:Iteration 14Q (103008.130000 sec): 3 clusters
  Score: Raw -260176.830728 + Penalty 2624.058520 = -257552.772208
  nChanged 16
		SP:Iteration 15Q (103008.190000 sec): 3 clusters
  Score: Raw -260184.503172 + Penalty 2624.058520 = -257560.444652
  nChanged 16
		SP:Iteration 16Q (103008.250000 sec): 3 clusters
  Score: Raw -260192.978070 + Penalty 2624.058520 = -257568.919550
  nChanged 18
		SP:Iteration 17Q (103008.310000 sec): 3 clusters
  Score: Raw -260205.783234 + Penalty 2624.058520 = -257581.724714
  nChanged 21
		SP:Iteration 18Q (103008.370000 sec): 3 clusters
  Score: Raw -260215.636770 + Penalty 2624.058520 = -257591.578250
  nChanged 18
		SP:Iteration 19Q (103008.430000 sec): 3 clusters
  Score: Raw -260222.647936 + Penalty 2624.058520 = -257598.589415
  nChanged 18
		SP:Iteration 20F (103008.490000 sec): 3 clusters
  Score: Raw -260227.925254 + Penalty 2624.058520 = -257603.866734
  nChanged 22
		SP:Iteration 21Q (103008.560000 sec): 3 clusters
  Score: Raw -260233.572131 + Penalty 2624.058520 = -257609.513611
  nChanged 16
		SP:Iteration 22Q (103008.620000 sec): 3 clusters
  Score: Raw -260240.100225 + Penalty 2624.058520 = -257616.041705
  nChanged 15
		SP:Iteration 23Q (103008.680000 sec): 3 clusters
  Score: Raw -260246.415777 + Penalty 2624.058520 = -257622.357257
  nChanged 20
		SP:Iteration 24Q (103008.740000 sec): 3 clusters
  Score: Raw -260255.601451 + Penalty 2624.058520 = -257631.542931
  nChanged 20
		SP:Iteration 25Q (103008.800000 sec): 3 clusters
  Score: Raw -260264.800228 + Penalty 2624.058520 = -257640.741708
  nChanged 20
		SP:Iteration 26Q (103008.860000 sec): 3 clusters
  Score: Raw -260272.175495 + Penalty 2624.058520 = -257648.116975
  nChanged 22
		SP:Iteration 27Q (103008.920000 sec): 3 clusters
  Score: Raw -260283.761229 + Penalty 2624.058520 = -257659.702709
  nChanged 24
		SP:Iteration 28Q (103008.980000 sec): 3 clusters
  Score: Raw -260295.168547 + Penalty 2624.058520 = -257671.110026
  nChanged 24
		SP:Iteration 29Q (103009.040000 sec): 3 clusters
  Score: Raw -260302.991999 + Penalty 2624.058520 = -257678.933478
  nChanged 21
		SP:Iteration 30Q (103009.100000 sec): 3 clusters
  Score: Raw -260308.499745 + Penalty 2624.058520 = -257684.441225
  nChanged 6
		SP:Iteration 31Q (103009.150000 sec): 3 clusters
  Score: Raw -260310.292414 + Penalty 2624.058520 = -257686.233894
  nChanged 8
		SP:Iteration 32Q (103009.210000 sec): 3 clusters
  Score: Raw -260312.308408 + Penalty 2624.058520 = -257688.249888
  nChanged 12
		SP:Iteration 33Q (103009.270000 sec): 3 clusters
  Score: Raw -260316.558942 + Penalty 2624.058520 = -257692.500422
  nChanged 14
		SP:Iteration 34Q (103009.330000 sec): 3 clusters
  Score: Raw -260322.057979 + Penalty 2624.058520 = -257697.999459
  nChanged 13
		SP:Iteration 35Q (103009.400000 sec): 3 clusters
  Score: Raw -260326.400677 + Penalty 2624.058520 = -257702.342157
  nChanged 7
		SP:Iteration 36Q (103009.460000 sec): 3 clusters
  Score: Raw -260329.040974 + Penalty 2624.058520 = -257704.982454
  nChanged 12
		SP:Iteration 37Q (103009.520000 sec): 3 clusters
  Score: Raw -260333.636315 + Penalty 2624.058520 = -257709.577794
  nChanged 10
		SP:Iteration 38Q (103009.590000 sec): 3 clusters
  Score: Raw -260336.401924 + Penalty 2624.058520 = -257712.343404
  nChanged 9
		SP:Iteration 39Q (103009.650000 sec): 3 clusters
  Score: Raw -260339.076312 + Penalty 2624.058520 = -257715.017792
  nChanged 8
		SP:Iteration 40F (103009.710000 sec): 3 clusters
  Score: Raw -260342.519489 + Penalty 2624.058520 = -257718.460969
  nChanged 11
		SP:Iteration 41Q (103009.770000 sec): 3 clusters
  Score: Raw -260346.891124 + Penalty 2624.058520 = -257722.832603
  nChanged 10
		SP:Iteration 42Q (103009.830000 sec): 3 clusters
  Score: Raw -260351.488971 + Penalty 2624.058520 = -257727.430451
  nChanged 5
		SP:Iteration 43Q (103009.890000 sec): 3 clusters
  Score: Raw -260354.381562 + Penalty 2624.058520 = -257730.323042
  nChanged 6
		SP:Iteration 44Q (103009.950000 sec): 3 clusters
  Score: Raw -260356.403963 + Penalty 2624.058520 = -257732.345442
  nChanged 9
		SP:Iteration 45Q (103010.010000 sec): 3 clusters
  Score: Raw -260358.662469 + Penalty 2624.058520 = -257734.603948
  nChanged 6
		SP:Iteration 46Q (103010.080000 sec): 3 clusters
  Score: Raw -260359.808721 + Penalty 2624.058520 = -257735.750201
  nChanged 3
		SP:Iteration 47Q (103010.140000 sec): 3 clusters
  Score: Raw -260360.323371 + Penalty 2624.058520 = -257736.264850
  nChanged 4
		SP:Iteration 48Q (103010.200000 sec): 3 clusters
  Score: Raw -260361.729498 + Penalty 2624.058520 = -257737.670978
  nChanged 8
		SP:Iteration 49Q (103010.260000 sec): 3 clusters
  Score: Raw -260364.350794 + Penalty 2624.058520 = -257740.292274
  nChanged 13
		SP:Iteration 50Q (103010.320000 sec): 3 clusters
  Score: Raw -260369.772180 + Penalty 2624.058520 = -257745.713659
  nChanged 12
		SP:Iteration 51Q (103010.390000 sec): 3 clusters
  Score: Raw -260374.024283 + Penalty 2624.058520 = -257749.965763
  nChanged 8
		SP:Iteration 52Q (103010.450000 sec): 3 clusters
  Score: Raw -260379.879348 + Penalty 2624.058520 = -257755.820827
  nChanged 13
		SP:Iteration 53Q (103010.510000 sec): 3 clusters
  Score: Raw -260387.560701 + Penalty 2624.058520 = -257763.502180
  nChanged 20
		SP:Iteration 54Q (103010.580000 sec): 3 clusters
  Score: Raw -260396.128623 + Penalty 2624.058520 = -257772.070103
  nChanged 16
		SP:Iteration 55Q (103010.640000 sec): 3 clusters
  Score: Raw -260403.426185 + Penalty 2624.058520 = -257779.367665
  nChanged 14
		SP:Iteration 56Q (103010.700000 sec): 3 clusters
  Score: Raw -260411.544610 + Penalty 2624.058520 = -257787.486090
  nChanged 19
		SP:Iteration 57Q (103010.760000 sec): 3 clusters
  Score: Raw -260422.567476 + Penalty 2624.058520 = -257798.508956
  nChanged 20
		SP:Iteration 58Q (103010.830000 sec): 3 clusters
  Score: Raw -260431.017763 + Penalty 2624.058520 = -257806.959243
  nChanged 21
		SP:Iteration 59Q (103010.890000 sec): 3 clusters
  Score: Raw -260439.717130 + Penalty 2624.058520 = -257815.658610
  nChanged 16
		SP:Iteration 60F (103010.950000 sec): 3 clusters
  Score: Raw -260445.751674 + Penalty 2624.058520 = -257821.693154
  nChanged 9
		SP:Iteration 61Q (103011.050000 sec): 3 clusters
  Score: Raw -260449.830580 + Penalty 2624.058520 = -257825.772060
  nChanged 13
		SP:Iteration 62Q (103011.230000 sec): 3 clusters
  Score: Raw -260454.934116 + Penalty 2624.058520 = -257830.875596
  nChanged 14
		SP:Iteration 63Q (103011.400000 sec): 3 clusters
  Score: Raw -260461.157123 + Penalty 2624.058520 = -257837.098602
  nChanged 16
		SP:Iteration 64Q (103011.580000 sec): 3 clusters
  Score: Raw -260466.048478 + Penalty 2624.058520 = -257841.989957
  nChanged 11
		SP:Iteration 65Q (103011.750000 sec): 3 clusters
  Score: Raw -260470.122024 + Penalty 2624.058520 = -257846.063504
  nChanged 11
		SP:Iteration 66Q (103011.920000 sec): 3 clusters
  Score: Raw -260472.791923 + Penalty 2624.058520 = -257848.733403
  nChanged 10
		SP:Iteration 67Q (103012.100000 sec): 3 clusters
  Score: Raw -260475.462268 + Penalty 2624.058520 = -257851.403748
  nChanged 10
		SP:Iteration 68Q (103012.280000 sec): 3 clusters
  Score: Raw -260477.969653 + Penalty 2624.058520 = -257853.911133
  nChanged 9
		SP:Iteration 69Q (103012.450000 sec): 3 clusters
  Score: Raw -260482.198429 + Penalty 2624.058520 = -257858.139909
  nChanged 13
		SP:Iteration 70Q (103012.620000 sec): 3 clusters
  Score: Raw -260485.757568 + Penalty 2624.058520 = -257861.699048
  nChanged 10
		SP:Iteration 71Q (103012.800000 sec): 3 clusters
  Score: Raw -260490.778444 + Penalty 2624.058520 = -257866.719924
  nChanged 15
		SP:Iteration 72Q (103012.980000 sec): 3 clusters
  Score: Raw -260496.395506 + Penalty 2624.058520 = -257872.336985
  nChanged 17
		SP:Iteration 73Q (103013.150000 sec): 3 clusters
  Score: Raw -260503.269282 + Penalty 2624.058520 = -257879.210762
  nChanged 13
		SP:Iteration 74Q (103013.330000 sec): 3 clusters
  Score: Raw -260507.316040 + Penalty 2624.058520 = -257883.257520
  nChanged 14
		SP:Iteration 75Q (103013.500000 sec): 3 clusters
  Score: Raw -260512.195367 + Penalty 2624.058520 = -257888.136847
  nChanged 14
		SP:Iteration 76Q (103013.680000 sec): 3 clusters
  Score: Raw -260517.841555 + Penalty 2624.058520 = -257893.783035
  nChanged 12
		SP:Iteration 77Q (103013.860000 sec): 3 clusters
  Score: Raw -260522.452889 + Penalty 2624.058520 = -257898.394369
  nChanged 9
		SP:Iteration 78Q (103014.030000 sec): 3 clusters
  Score: Raw -260526.313470 + Penalty 2624.058520 = -257902.254950
  nChanged 17
		SP:Iteration 79Q (103014.210000 sec): 3 clusters
  Score: Raw -260533.186163 + Penalty 2624.058520 = -257909.127643
  nChanged 17
		SP:Iteration 80F (103014.380000 sec): 3 clusters
  Score: Raw -260539.597043 + Penalty 2624.058520 = -257915.538523
  nChanged 8
		SP:Iteration 81Q (103014.560000 sec): 3 clusters
  Score: Raw -260542.215811 + Penalty 2624.058520 = -257918.157291
  nChanged 8
		SP:Iteration 82Q (103014.740000 sec): 3 clusters
  Score: Raw -260544.474299 + Penalty 2624.058520 = -257920.415779
  nChanged 3
		SP:Iteration 83Q (103014.910000 sec): 3 clusters
  Score: Raw -260545.230738 + Penalty 2624.058520 = -257921.172218
  nChanged 3
		SP:Iteration 84Q (103015.090000 sec): 3 clusters
  Score: Raw -260546.351724 + Penalty 2624.058520 = -257922.293204
  nChanged 2
		SP:Iteration 85Q (103015.260000 sec): 3 clusters
  Score: Raw -260546.762973 + Penalty 2624.058520 = -257922.704453
  nChanged 3
		SP:Iteration 86Q (103015.440000 sec): 3 clusters
  Score: Raw -260547.764684 + Penalty 2624.058520 = -257923.706164
  nChanged 3
		SP:Iteration 87Q (103015.620000 sec): 3 clusters
  Score: Raw -260549.207374 + Penalty 2624.058520 = -257925.148853
  nChanged 3
		SP:Iteration 88Q (103015.790000 sec): 3 clusters
  Score: Raw -260550.564174 + Penalty 2624.058520 = -257926.505654
  nChanged 5
		SP:Iteration 89Q (103015.970000 sec): 3 clusters
  Score: Raw -260553.647007 + Penalty 2624.058520 = -257929.588487
  nChanged 7
		SP:Iteration 90Q (103016.140000 sec): 3 clusters
  Score: Raw -260556.305459 + Penalty 2624.058520 = -257932.246939
  nChanged 8
		SP:Iteration 91Q (103016.320000 sec): 3 clusters
  Score: Raw -260559.104442 + Penalty 2624.058520 = -257935.045922
  nChanged 5
		SP:Iteration 92Q (103016.500000 sec): 3 clusters
  Score: Raw -260560.975587 + Penalty 2624.058520 = -257936.917067
  nChanged 6
		SP:Iteration 93Q (103016.670000 sec): 3 clusters
  Score: Raw -260562.905636 + Penalty 2624.058520 = -257938.847116
  nChanged 6
		SP:Iteration 94Q (103016.850000 sec): 3 clusters
  Score: Raw -260564.812063 + Penalty 2624.058520 = -257940.753543
  nChanged 6
		SP:Iteration 95Q (103017.020000 sec): 3 clusters
  Score: Raw -260567.071349 + Penalty 2624.058520 = -257943.012829
  nChanged 8
		SP:Iteration 96Q (103017.200000 sec): 3 clusters
  Score: Raw -260571.971604 + Penalty 2624.058520 = -257947.913083
  nChanged 10
		SP:Iteration 97Q (103017.380000 sec): 3 clusters
  Score: Raw -260574.655788 + Penalty 2624.058520 = -257950.597267
  nChanged 4
		SP:Iteration 98Q (103017.550000 sec): 3 clusters
  Score: Raw -260575.829933 + Penalty 2624.058520 = -257951.771413
  nChanged 6
		SP:Iteration 99Q (103017.720000 sec): 3 clusters
  Score: Raw -260577.291252 + Penalty 2624.058520 = -257953.232732
  nChanged 6
		SP:Iteration 100F (103017.900000 sec): 3 clusters
  Score: Raw -260579.382486 + Penalty 2624.058520 = -257955.323966
  nChanged 3
		SP:Iteration 101Q (103018.080000 sec): 3 clusters
  Score: Raw -260580.313937 + Penalty 2624.058520 = -257956.255416
  nChanged 2
		SP:Iteration 102Q (103018.250000 sec): 3 clusters
  Score: Raw -260580.673868 + Penalty 2624.058520 = -257956.615348
  nChanged 2
		SP:Iteration 103Q (103018.430000 sec): 3 clusters
  Score: Raw -260581.775282 + Penalty 2624.058520 = -257957.716762
  nChanged 2
		SP:Iteration 104Q (103018.600000 sec): 3 clusters
  Score: Raw -260582.564814 + Penalty 2624.058520 = -257958.506294
  nChanged 3
		SP:Iteration 105Q (103018.780000 sec): 3 clusters
  Score: Raw -260583.213048 + Penalty 2624.058520 = -257959.154528
  nChanged 4
		SP:Iteration 106Q (103018.960000 sec): 3 clusters
  Score: Raw -260584.483356 + Penalty 2624.058520 = -257960.424835
  nChanged 1
		SP:Iteration 107Q (103019.130000 sec): 3 clusters
  Score: Raw -260584.576579 + Penalty 2624.058520 = -257960.518059
  nChanged 1
		SP:Iteration 108Q (103019.310000 sec): 3 clusters
  Score: Raw -260585.625817 + Penalty 2624.058520 = -257961.567297
  nChanged 4
		SP:Iteration 109Q (103019.460000 sec): 3 clusters
  Score: Raw -260586.768413 + Penalty 2624.058520 = -257962.709893
  nChanged 8
		SP:Iteration 110Q (103019.520000 sec): 3 clusters
  Score: Raw -260589.121190 + Penalty 2624.058520 = -257965.062670
  nChanged 5
		SP:Iteration 111Q (103019.580000 sec): 3 clusters
  Score: Raw -260591.765662 + Penalty 2624.058520 = -257967.707142
  nChanged 7
		SP:Iteration 112Q (103019.640000 sec): 3 clusters
  Score: Raw -260593.571367 + Penalty 2624.058520 = -257969.512847
  nChanged 3
		SP:Iteration 113Q (103019.710000 sec): 3 clusters
  Score: Raw -260594.464145 + Penalty 2624.058520 = -257970.405624
  nChanged 3
		SP:Iteration 114Q (103019.780000 sec): 3 clusters
  Score: Raw -260595.143513 + Penalty 2624.058520 = -257971.084993
  nChanged 6
		SP:Iteration 115Q (103019.840000 sec): 3 clusters
  Score: Raw -260598.431234 + Penalty 2624.058520 = -257974.372714
  nChanged 5
		SP:Iteration 116Q (103019.900000 sec): 3 clusters
  Score: Raw -260599.664241 + Penalty 2624.058520 = -257975.605720
  nChanged 2
		SP:Iteration 117Q (103019.960000 sec): 3 clusters
  Score: Raw -260600.403100 + Penalty 2624.058520 = -257976.344580
  nChanged 1
		SP:Iteration 118Q (103020.020000 sec): 3 clusters
  Score: Raw -260600.484783 + Penalty 2624.058520 = -257976.426263
  nChanged 2
		SP:Iteration 119Q (103020.080000 sec): 3 clusters
  Score: Raw -260601.056088 + Penalty 2624.058520 = -257976.997567
  nChanged 2
		SP:Iteration 120F (103020.140000 sec): 3 clusters
  Score: Raw -260601.302131 + Penalty 2624.058520 = -257977.243611
  nChanged 2
		SP:Iteration 121Q (103020.200000 sec): 3 clusters
  Score: Raw -260601.557857 + Penalty 2624.058520 = -257977.499337
  nChanged 1
		SP:Iteration 122Q (103020.270000 sec): 3 clusters
  Score: Raw -260602.030282 + Penalty 2624.058520 = -257977.971761
  nChanged 2
		SP:Iteration 123Q (103020.330000 sec): 3 clusters
  Score: Raw -260602.559345 + Penalty 2624.058520 = -257978.500825
  nChanged 2
		SP:Iteration 124Q (103020.390000 sec): 3 clusters
  Score: Raw -260602.996987 + Penalty 2624.058520 = -257978.938466
  nChanged 1
		SP:Iteration 125Q (103020.460000 sec): 3 clusters
  Score: Raw -260603.164369 + Penalty 2624.058520 = -257979.105849
  nChanged 0
		SP:Iteration 126F (103020.520000 sec): 3 clusters
  Score: Raw -260603.164369 + Penalty 2624.058520 = -257979.105849
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 48 (1092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103020.560000 sec): 2 clusters
  Score: Raw -80848.480899 + Penalty 1136.812000 = -79711.668899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103020.590000 sec): 3 clusters
  Score: Raw -80521.019057 + Penalty 2273.624001 = -78247.395056
  nChanged 358
		SP:Iteration 1F (103020.620000 sec): 3 clusters
  Score: Raw -80986.289402 + Penalty 2273.624001 = -78712.665401
  nChanged 115
		SP:Iteration 2F (103020.640000 sec): 3 clusters
  Score: Raw -81139.142182 + Penalty 2273.624001 = -78865.518181
  nChanged 70
		SP:Iteration 3F (103020.660000 sec): 3 clusters
  Score: Raw -81243.823228 + Penalty 2273.624001 = -78970.199228
  nChanged 61
		SP:Iteration 4F (103020.690000 sec): 3 clusters
  Score: Raw -81348.664229 + Penalty 2273.624001 = -79075.040229
  nChanged 43
		SP:Iteration 5Q (103020.710000 sec): 3 clusters
  Score: Raw -81421.216115 + Penalty 2273.624001 = -79147.592114
  nChanged 40
		SP:Iteration 6Q (103020.740000 sec): 3 clusters
  Score: Raw -81469.723929 + Penalty 2273.624001 = -79196.099928
  nChanged 38
		SP:Iteration 7Q (103020.760000 sec): 3 clusters
  Score: Raw -81524.818692 + Penalty 2273.624001 = -79251.194691
  nChanged 21
		SP:Iteration 8Q (103020.790000 sec): 3 clusters
  Score: Raw -81556.483061 + Penalty 2273.624001 = -79282.859060
  nChanged 23
		SP:Iteration 9Q (103020.810000 sec): 3 clusters
  Score: Raw -81590.372388 + Penalty 2273.624001 = -79316.748388
  nChanged 23
		SP:Iteration 10Q (103020.840000 sec): 3 clusters
  Score: Raw -81618.943809 + Penalty 2273.624001 = -79345.319808
  nChanged 13
		SP:Iteration 11Q (103020.860000 sec): 3 clusters
  Score: Raw -81644.751226 + Penalty 2273.624001 = -79371.127225
  nChanged 9
		SP:Iteration 12Q (103020.880000 sec): 3 clusters
  Score: Raw -81654.703771 + Penalty 2273.624001 = -79381.079770
  nChanged 2
		SP:Iteration 13Q (103020.910000 sec): 3 clusters
  Score: Raw -81656.384304 + Penalty 2273.624001 = -79382.760304
  nChanged 2
		SP:Iteration 14Q (103020.940000 sec): 3 clusters
  Score: Raw -81658.197939 + Penalty 2273.624001 = -79384.573938
  nChanged 1
		SP:Iteration 15Q (103020.960000 sec): 3 clusters
  Score: Raw -81658.767841 + Penalty 2273.624001 = -79385.143840
  nChanged 1
		SP:Iteration 16Q (103020.980000 sec): 3 clusters
  Score: Raw -81659.332580 + Penalty 2273.624001 = -79385.708579
  nChanged 0
		SP:Iteration 17F (103021.010000 sec): 3 clusters
  Score: Raw -81659.332580 + Penalty 2273.624001 = -79385.708579
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 49 (6120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103021.120000 sec): 2 clusters
  Score: Raw -541397.441113 + Penalty 1416.889074 = -539980.552039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103021.300000 sec): 3 clusters
  Score: Raw -538171.113609 + Penalty 2833.778147 = -535337.335462
  nChanged 2558
		SP:Iteration 1F (103021.460000 sec): 3 clusters
  Score: Raw -539998.131349 + Penalty 2833.778147 = -537164.353202
  nChanged 602
		SP:Iteration 2F (103021.630000 sec): 3 clusters
  Score: Raw -540562.315879 + Penalty 2833.778147 = -537728.537732
  nChanged 498
		SP:Iteration 3F (103021.790000 sec): 3 clusters
  Score: Raw -541004.094711 + Penalty 2833.778147 = -538170.316564
  nChanged 399
		SP:Iteration 4F (103021.960000 sec): 3 clusters
  Score: Raw -541279.136402 + Penalty 2833.778147 = -538445.358255
  nChanged 300
		SP:Iteration 5Q (103022.120000 sec): 3 clusters
  Score: Raw -541492.828737 + Penalty 2833.778147 = -538659.050589
  nChanged 260
		SP:Iteration 6Q (103022.280000 sec): 3 clusters
  Score: Raw -541662.929152 + Penalty 2833.778147 = -538829.151005
  nChanged 201
		SP:Iteration 7Q (103022.450000 sec): 3 clusters
  Score: Raw -541782.307764 + Penalty 2833.778147 = -538948.529617
  nChanged 150
		SP:Iteration 8Q (103022.610000 sec): 3 clusters
  Score: Raw -541860.881891 + Penalty 2833.778147 = -539027.103744
  nChanged 132
		SP:Iteration 9Q (103022.780000 sec): 3 clusters
  Score: Raw -541928.434866 + Penalty 2833.778147 = -539094.656719
  nChanged 114
		SP:Iteration 10Q (103022.940000 sec): 3 clusters
  Score: Raw -541983.121801 + Penalty 2833.778147 = -539149.343654
  nChanged 79
		SP:Iteration 11Q (103023.110000 sec): 3 clusters
  Score: Raw -542012.341469 + Penalty 2833.778147 = -539178.563322
  nChanged 57
		SP:Iteration 12Q (103023.320000 sec): 3 clusters
  Score: Raw -542032.300902 + Penalty 2833.778147 = -539198.522755
  nChanged 52
		SP:Iteration 13Q (103023.530000 sec): 3 clusters
  Score: Raw -542048.922146 + Penalty 2833.778147 = -539215.143999
  nChanged 37
		SP:Iteration 14Q (103023.700000 sec): 3 clusters
  Score: Raw -542058.846137 + Penalty 2833.778147 = -539225.067990
  nChanged 25
		SP:Iteration 15Q (103023.840000 sec): 3 clusters
  Score: Raw -542065.214568 + Penalty 2833.778147 = -539231.436421
  nChanged 19
		SP:Iteration 16Q (103024.000000 sec): 3 clusters
  Score: Raw -542069.288099 + Penalty 2833.778147 = -539235.509952
  nChanged 18
		SP:Iteration 17Q (103024.170000 sec): 3 clusters
  Score: Raw -542074.058695 + Penalty 2833.778147 = -539240.280548
  nChanged 14
		SP:Iteration 18Q (103024.340000 sec): 3 clusters
  Score: Raw -542076.453018 + Penalty 2833.778147 = -539242.674871
  nChanged 18
		SP:Iteration 19Q (103024.500000 sec): 3 clusters
  Score: Raw -542079.331817 + Penalty 2833.778147 = -539245.553670
  nChanged 15
		SP:Iteration 20F (103024.670000 sec): 3 clusters
  Score: Raw -542082.330123 + Penalty 2833.778147 = -539248.551976
  nChanged 13
		SP:Iteration 21Q (103024.860000 sec): 3 clusters
  Score: Raw -542084.958124 + Penalty 2833.778147 = -539251.179977
  nChanged 13
		SP:Iteration 22Q (103025.020000 sec): 3 clusters
  Score: Raw -542087.252514 + Penalty 2833.778147 = -539253.474367
  nChanged 8
		SP:Iteration 23Q (103025.200000 sec): 3 clusters
  Score: Raw -542089.172457 + Penalty 2833.778147 = -539255.394310
  nChanged 7
		SP:Iteration 24Q (103025.370000 sec): 3 clusters
  Score: Raw -542090.139140 + Penalty 2833.778147 = -539256.360993
  nChanged 5
		SP:Iteration 25Q (103025.540000 sec): 3 clusters
  Score: Raw -542091.090787 + Penalty 2833.778147 = -539257.312640
  nChanged 4
		SP:Iteration 26Q (103025.740000 sec): 3 clusters
  Score: Raw -542091.985193 + Penalty 2833.778147 = -539258.207046
  nChanged 7
		SP:Iteration 27Q (103025.910000 sec): 3 clusters
  Score: Raw -542094.118570 + Penalty 2833.778147 = -539260.340423
  nChanged 9
		SP:Iteration 28Q (103026.080000 sec): 3 clusters
  Score: Raw -542096.305330 + Penalty 2833.778147 = -539262.527183
  nChanged 5
		SP:Iteration 29Q (103026.240000 sec): 3 clusters
  Score: Raw -542097.089208 + Penalty 2833.778147 = -539263.311061
  nChanged 3
		SP:Iteration 30Q (103026.410000 sec): 3 clusters
  Score: Raw -542097.377872 + Penalty 2833.778147 = -539263.599725
  nChanged 1
		SP:Iteration 31Q (103026.570000 sec): 3 clusters
  Score: Raw -542097.647306 + Penalty 2833.778147 = -539263.869159
  nChanged 2
		SP:Iteration 32Q (103026.740000 sec): 3 clusters
  Score: Raw -542098.313590 + Penalty 2833.778147 = -539264.535443
  nChanged 1
		SP:Iteration 33Q (103026.900000 sec): 3 clusters
  Score: Raw -542098.360652 + Penalty 2833.778147 = -539264.582505
  nChanged 0
		SP:Iteration 34F (103027.110000 sec): 3 clusters
  Score: Raw -542098.360652 + Penalty 2833.778147 = -539264.582505
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 50 (2336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103027.180000 sec): 2 clusters
  Score: Raw -156168.284593 + Penalty 1260.381743 = -154907.902849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103027.360000 sec): 3 clusters
  Score: Raw -155150.846437 + Penalty 2520.763487 = -152630.082951
  nChanged 843
		SP:Iteration 1F (103027.530000 sec): 3 clusters
  Score: Raw -155738.833739 + Penalty 2520.763487 = -153218.070252
  nChanged 200
		SP:Iteration 2F (103027.710000 sec): 3 clusters
  Score: Raw -155927.904496 + Penalty 2520.763487 = -153407.141010
  nChanged 155
		SP:Iteration 3F (103027.880000 sec): 3 clusters
  Score: Raw -156066.546711 + Penalty 2520.763487 = -153545.783224
  nChanged 114
		SP:Iteration 4Q (103028.060000 sec): 3 clusters
  Score: Raw -156156.647069 + Penalty 2520.763487 = -153635.883582
  nChanged 91
		SP:Iteration 5Q (103028.240000 sec): 3 clusters
  Score: Raw -156233.064837 + Penalty 2520.763487 = -153712.301351
  nChanged 72
		SP:Iteration 6Q (103028.410000 sec): 3 clusters
  Score: Raw -156292.513582 + Penalty 2520.763487 = -153771.750096
  nChanged 54
		SP:Iteration 7Q (103028.590000 sec): 3 clusters
  Score: Raw -156320.425170 + Penalty 2520.763487 = -153799.661683
  nChanged 32
		SP:Iteration 8Q (103028.760000 sec): 3 clusters
  Score: Raw -156340.599849 + Penalty 2520.763487 = -153819.836362
  nChanged 33
		SP:Iteration 9Q (103028.940000 sec): 3 clusters
  Score: Raw -156368.202192 + Penalty 2520.763487 = -153847.438705
  nChanged 35
		SP:Iteration 10Q (103029.120000 sec): 3 clusters
  Score: Raw -156393.026797 + Penalty 2520.763487 = -153872.263310
  nChanged 27
		SP:Iteration 11Q (103029.290000 sec): 3 clusters
  Score: Raw -156426.589188 + Penalty 2520.763487 = -153905.825702
  nChanged 29
		SP:Iteration 12Q (103029.470000 sec): 3 clusters
  Score: Raw -156448.618500 + Penalty 2520.763487 = -153927.855014
  nChanged 24
		SP:Iteration 13Q (103029.640000 sec): 3 clusters
  Score: Raw -156462.296213 + Penalty 2520.763487 = -153941.532727
  nChanged 20
		SP:Iteration 14Q (103029.820000 sec): 3 clusters
  Score: Raw -156471.482121 + Penalty 2520.763487 = -153950.718634
  nChanged 13
		SP:Iteration 15Q (103030.000000 sec): 3 clusters
  Score: Raw -156476.108994 + Penalty 2520.763487 = -153955.345507
  nChanged 8
		SP:Iteration 16Q (103030.170000 sec): 3 clusters
  Score: Raw -156479.956494 + Penalty 2520.763487 = -153959.193007
  nChanged 6
		SP:Iteration 17Q (103030.350000 sec): 3 clusters
  Score: Raw -156483.394667 + Penalty 2520.763487 = -153962.631180
  nChanged 6
		SP:Iteration 18Q (103030.520000 sec): 3 clusters
  Score: Raw -156487.651422 + Penalty 2520.763487 = -153966.887936
  nChanged 9
		SP:Iteration 19Q (103030.700000 sec): 3 clusters
  Score: Raw -156491.041867 + Penalty 2520.763487 = -153970.278380
  nChanged 4
		SP:Iteration 20F (103030.870000 sec): 3 clusters
  Score: Raw -156492.914967 + Penalty 2520.763487 = -153972.151480
  nChanged 5
		SP:Iteration 21Q (103031.050000 sec): 3 clusters
  Score: Raw -156495.463469 + Penalty 2520.763487 = -153974.699982
  nChanged 1
		SP:Iteration 22Q (103031.220000 sec): 3 clusters
  Score: Raw -156495.691674 + Penalty 2520.763487 = -153974.928187
  nChanged 1
		SP:Iteration 23Q (103031.400000 sec): 3 clusters
  Score: Raw -156495.997704 + Penalty 2520.763487 = -153975.234217
  nChanged 1
		SP:Iteration 24Q (103031.580000 sec): 3 clusters
  Score: Raw -156496.157798 + Penalty 2520.763487 = -153975.394311
  nChanged 0
		SP:Iteration 25F (103031.750000 sec): 3 clusters
  Score: Raw -156496.157798 + Penalty 2520.763487 = -153975.394311
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 51 (2540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103031.840000 sec): 2 clusters
  Score: Raw -210462.804912 + Penalty 1273.986896 = -209188.818016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103032.010000 sec): 3 clusters
  Score: Raw -209298.281027 + Penalty 2547.973792 = -206750.307235
  nChanged 991
		SP:Iteration 1F (103032.190000 sec): 3 clusters
  Score: Raw -210033.194625 + Penalty 2547.973792 = -207485.220833
  nChanged 250
		SP:Iteration 2F (103032.360000 sec): 3 clusters
  Score: Raw -210306.808601 + Penalty 2547.973792 = -207758.834809
  nChanged 187
		SP:Iteration 3F (103032.540000 sec): 3 clusters
  Score: Raw -210488.955009 + Penalty 2547.973792 = -207940.981217
  nChanged 134
		SP:Iteration 4F (103032.720000 sec): 3 clusters
  Score: Raw -210610.908012 + Penalty 2547.973792 = -208062.934220
  nChanged 90
		SP:Iteration 5Q (103032.900000 sec): 3 clusters
  Score: Raw -210686.134087 + Penalty 2547.973792 = -208138.160295
  nChanged 75
		SP:Iteration 6Q (103033.060000 sec): 3 clusters
  Score: Raw -210731.394756 + Penalty 2547.973792 = -208183.420964
  nChanged 49
		SP:Iteration 7Q (103033.240000 sec): 3 clusters
  Score: Raw -210759.653841 + Penalty 2547.973792 = -208211.680049
  nChanged 30
		SP:Iteration 8Q (103033.410000 sec): 3 clusters
  Score: Raw -210777.230863 + Penalty 2547.973792 = -208229.257071
  nChanged 24
		SP:Iteration 9Q (103033.590000 sec): 3 clusters
  Score: Raw -210790.009328 + Penalty 2547.973792 = -208242.035536
  nChanged 20
		SP:Iteration 10Q (103033.760000 sec): 3 clusters
  Score: Raw -210799.868402 + Penalty 2547.973792 = -208251.894610
  nChanged 16
		SP:Iteration 11Q (103033.940000 sec): 3 clusters
  Score: Raw -210809.707799 + Penalty 2547.973792 = -208261.734007
  nChanged 21
		SP:Iteration 12Q (103034.110000 sec): 3 clusters
  Score: Raw -210822.311924 + Penalty 2547.973792 = -208274.338132
  nChanged 20
		SP:Iteration 13Q (103034.290000 sec): 3 clusters
  Score: Raw -210833.077315 + Penalty 2547.973792 = -208285.103523
  nChanged 17
		SP:Iteration 14Q (103034.460000 sec): 3 clusters
  Score: Raw -210843.200305 + Penalty 2547.973792 = -208295.226513
  nChanged 22
		SP:Iteration 15Q (103034.640000 sec): 3 clusters
  Score: Raw -210856.186740 + Penalty 2547.973792 = -208308.212948
  nChanged 24
		SP:Iteration 16Q (103034.820000 sec): 3 clusters
  Score: Raw -210868.596487 + Penalty 2547.973792 = -208320.622695
  nChanged 26
		SP:Iteration 17Q (103034.990000 sec): 3 clusters
  Score: Raw -210881.167678 + Penalty 2547.973792 = -208333.193886
  nChanged 21
		SP:Iteration 18Q (103035.170000 sec): 3 clusters
  Score: Raw -210894.064272 + Penalty 2547.973792 = -208346.090480
  nChanged 19
		SP:Iteration 19Q (103035.340000 sec): 3 clusters
  Score: Raw -210906.413986 + Penalty 2547.973792 = -208358.440194
  nChanged 19
		SP:Iteration 20F (103035.520000 sec): 3 clusters
  Score: Raw -210918.762255 + Penalty 2547.973792 = -208370.788463
  nChanged 18
		SP:Iteration 21Q (103035.700000 sec): 3 clusters
  Score: Raw -210927.780540 + Penalty 2547.973792 = -208379.806748
  nChanged 8
		SP:Iteration 22Q (103035.870000 sec): 3 clusters
  Score: Raw -210930.982004 + Penalty 2547.973792 = -208383.008212
  nChanged 4
		SP:Iteration 23Q (103036.050000 sec): 3 clusters
  Score: Raw -210932.611425 + Penalty 2547.973792 = -208384.637633
  nChanged 6
		SP:Iteration 24Q (103036.220000 sec): 3 clusters
  Score: Raw -210935.701429 + Penalty 2547.973792 = -208387.727637
  nChanged 5
		SP:Iteration 25Q (103036.400000 sec): 3 clusters
  Score: Raw -210937.151216 + Penalty 2547.973792 = -208389.177424
  nChanged 2
		SP:Iteration 26Q (103036.580000 sec): 3 clusters
  Score: Raw -210938.273821 + Penalty 2547.973792 = -208390.300029
  nChanged 4
		SP:Iteration 27Q (103036.750000 sec): 3 clusters
  Score: Raw -210939.688361 + Penalty 2547.973792 = -208391.714569
  nChanged 4
		SP:Iteration 28Q (103036.930000 sec): 3 clusters
  Score: Raw -210941.150850 + Penalty 2547.973792 = -208393.177058
  nChanged 2
		SP:Iteration 29Q (103037.100000 sec): 3 clusters
  Score: Raw -210942.049650 + Penalty 2547.973792 = -208394.075858
  nChanged 1
		SP:Iteration 30Q (103037.280000 sec): 3 clusters
  Score: Raw -210942.185809 + Penalty 2547.973792 = -208394.212017
  nChanged 0
		SP:Iteration 31F (103037.460000 sec): 3 clusters
  Score: Raw -210942.185809 + Penalty 2547.973792 = -208394.212017
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 52 (6219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103037.570000 sec): 2 clusters
  Score: Raw -531819.927100 + Penalty 1419.496715 = -530400.430384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103037.680000 sec): 3 clusters
  Score: Raw -528515.832561 + Penalty 2838.993430 = -525676.839131
  nChanged 2575
		SP:Iteration 1F (103037.870000 sec): 3 clusters
  Score: Raw -529955.588588 + Penalty 2838.993430 = -527116.595158
  nChanged 461
		SP:Iteration 2F (103038.060000 sec): 3 clusters
  Score: Raw -530279.723713 + Penalty 2838.993430 = -527440.730283
  nChanged 419
		SP:Iteration 3F (103038.250000 sec): 3 clusters
  Score: Raw -530554.111430 + Penalty 2838.993430 = -527715.118000
  nChanged 387
		SP:Iteration 4F (103038.460000 sec): 3 clusters
  Score: Raw -530858.362551 + Penalty 2838.993430 = -528019.369121
  nChanged 381
		SP:Iteration 5F (103038.580000 sec): 3 clusters
  Score: Raw -531177.417707 + Penalty 2838.993430 = -528338.424277
  nChanged 368
		SP:Iteration 6F (103038.780000 sec): 3 clusters
  Score: Raw -531475.398111 + Penalty 2838.993430 = -528636.404680
  nChanged 320
		SP:Iteration 7F (103038.980000 sec): 3 clusters
  Score: Raw -531744.918258 + Penalty 2838.993430 = -528905.924827
  nChanged 304
		SP:Iteration 8Q (103039.090000 sec): 3 clusters
  Score: Raw -531977.922986 + Penalty 2838.993430 = -529138.929555
  nChanged 232
		SP:Iteration 9Q (103039.190000 sec): 3 clusters
  Score: Raw -532141.591233 + Penalty 2838.993430 = -529302.597803
  nChanged 183
		SP:Iteration 10Q (103039.290000 sec): 3 clusters
  Score: Raw -532249.447224 + Penalty 2838.993430 = -529410.453794
  nChanged 137
		SP:Iteration 11Q (103039.390000 sec): 3 clusters
  Score: Raw -532310.686864 + Penalty 2838.993430 = -529471.693434
  nChanged 100
		SP:Iteration 12Q (103039.490000 sec): 3 clusters
  Score: Raw -532358.168263 + Penalty 2838.993430 = -529519.174832
  nChanged 81
		SP:Iteration 13Q (103039.590000 sec): 3 clusters
  Score: Raw -532383.503944 + Penalty 2838.993430 = -529544.510513
  nChanged 59
		SP:Iteration 14Q (103039.710000 sec): 3 clusters
  Score: Raw -532402.654548 + Penalty 2838.993430 = -529563.661117
  nChanged 47
		SP:Iteration 15Q (103039.800000 sec): 3 clusters
  Score: Raw -532416.696931 + Penalty 2838.993430 = -529577.703501
  nChanged 31
		SP:Iteration 16Q (103039.900000 sec): 3 clusters
  Score: Raw -532425.396927 + Penalty 2838.993430 = -529586.403497
  nChanged 26
		SP:Iteration 17Q (103040.000000 sec): 3 clusters
  Score: Raw -532431.155932 + Penalty 2838.993430 = -529592.162501
  nChanged 20
		SP:Iteration 18Q (103040.190000 sec): 3 clusters
  Score: Raw -532435.411432 + Penalty 2838.993430 = -529596.418002
  nChanged 20
		SP:Iteration 19Q (103040.390000 sec): 3 clusters
  Score: Raw -532439.228562 + Penalty 2838.993430 = -529600.235132
  nChanged 12
		SP:Iteration 20F (103040.570000 sec): 3 clusters
  Score: Raw -532441.801164 + Penalty 2838.993430 = -529602.807734
  nChanged 15
		SP:Iteration 21Q (103040.710000 sec): 3 clusters
  Score: Raw -532444.704685 + Penalty 2838.993430 = -529605.711254
  nChanged 12
		SP:Iteration 22Q (103040.870000 sec): 3 clusters
  Score: Raw -532447.985128 + Penalty 2838.993430 = -529608.991697
  nChanged 13
		SP:Iteration 23Q (103041.030000 sec): 3 clusters
  Score: Raw -532450.753658 + Penalty 2838.993430 = -529611.760228
  nChanged 13
		SP:Iteration 24Q (103041.250000 sec): 3 clusters
  Score: Raw -532453.121958 + Penalty 2838.993430 = -529614.128527
  nChanged 7
		SP:Iteration 25Q (103041.410000 sec): 3 clusters
  Score: Raw -532454.595667 + Penalty 2838.993430 = -529615.602237
  nChanged 3
		SP:Iteration 26Q (103041.570000 sec): 3 clusters
  Score: Raw -532455.096841 + Penalty 2838.993430 = -529616.103411
  nChanged 3
		SP:Iteration 27Q (103041.740000 sec): 3 clusters
  Score: Raw -532455.551255 + Penalty 2838.993430 = -529616.557825
  nChanged 6
		SP:Iteration 28Q (103041.910000 sec): 3 clusters
  Score: Raw -532457.221401 + Penalty 2838.993430 = -529618.227970
  nChanged 5
		SP:Iteration 29Q (103042.070000 sec): 3 clusters
  Score: Raw -532458.206735 + Penalty 2838.993430 = -529619.213305
  nChanged 8
		SP:Iteration 30Q (103042.230000 sec): 3 clusters
  Score: Raw -532459.294826 + Penalty 2838.993430 = -529620.301396
  nChanged 9
		SP:Iteration 31Q (103042.400000 sec): 3 clusters
  Score: Raw -532460.577362 + Penalty 2838.993430 = -529621.583932
  nChanged 7
		SP:Iteration 32Q (103042.610000 sec): 3 clusters
  Score: Raw -532461.690713 + Penalty 2838.993430 = -529622.697283
  nChanged 3
		SP:Iteration 33Q (103042.770000 sec): 3 clusters
  Score: Raw -532461.906349 + Penalty 2838.993430 = -529622.912918
  nChanged 1
		SP:Iteration 34Q (103042.940000 sec): 3 clusters
  Score: Raw -532461.994704 + Penalty 2838.993430 = -529623.001274
  nChanged 0
		SP:Iteration 35F (103043.130000 sec): 3 clusters
  Score: Raw -532461.994704 + Penalty 2838.993430 = -529623.001274
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 53 (7211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103043.250000 sec): 2 clusters
  Score: Raw -620794.935220 + Penalty 1443.546474 = -619351.388746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103043.460000 sec): 3 clusters
  Score: Raw -616889.416016 + Penalty 2887.092948 = -614002.323068
  nChanged 3002
		SP:Iteration 1F (103043.660000 sec): 3 clusters
  Score: Raw -618626.359901 + Penalty 2887.092948 = -615739.266953
  nChanged 519
		SP:Iteration 2F (103043.860000 sec): 3 clusters
  Score: Raw -618967.655973 + Penalty 2887.092948 = -616080.563025
  nChanged 492
		SP:Iteration 3F (103043.990000 sec): 3 clusters
  Score: Raw -619333.014848 + Penalty 2887.092948 = -616445.921900
  nChanged 445
		SP:Iteration 4F (103044.100000 sec): 3 clusters
  Score: Raw -619678.323139 + Penalty 2887.092948 = -616791.230191
  nChanged 405
		SP:Iteration 5F (103044.220000 sec): 3 clusters
  Score: Raw -619961.495639 + Penalty 2887.092948 = -617074.402691
  nChanged 373
		SP:Iteration 6F (103044.340000 sec): 3 clusters
  Score: Raw -620215.365984 + Penalty 2887.092948 = -617328.273036
  nChanged 344
		SP:Iteration 7Q (103044.460000 sec): 3 clusters
  Score: Raw -620444.883257 + Penalty 2887.092948 = -617557.790309
  nChanged 304
		SP:Iteration 8Q (103044.680000 sec): 3 clusters
  Score: Raw -620637.826337 + Penalty 2887.092948 = -617750.733389
  nChanged 276
		SP:Iteration 9Q (103044.840000 sec): 3 clusters
  Score: Raw -620802.552459 + Penalty 2887.092948 = -617915.459511
  nChanged 206
		SP:Iteration 10Q (103044.960000 sec): 3 clusters
  Score: Raw -620911.495296 + Penalty 2887.092948 = -618024.402348
  nChanged 196
		SP:Iteration 11Q (103045.070000 sec): 3 clusters
  Score: Raw -621016.049880 + Penalty 2887.092948 = -618128.956932
  nChanged 159
		SP:Iteration 12Q (103045.280000 sec): 3 clusters
  Score: Raw -621098.152049 + Penalty 2887.092948 = -618211.059101
  nChanged 142
		SP:Iteration 13Q (103045.490000 sec): 3 clusters
  Score: Raw -621161.253164 + Penalty 2887.092948 = -618274.160216
  nChanged 105
		SP:Iteration 14Q (103045.700000 sec): 3 clusters
  Score: Raw -621204.715028 + Penalty 2887.092948 = -618317.622080
  nChanged 88
		SP:Iteration 15Q (103045.900000 sec): 3 clusters
  Score: Raw -621237.842957 + Penalty 2887.092948 = -618350.750009
  nChanged 76
		SP:Iteration 16Q (103046.100000 sec): 3 clusters
  Score: Raw -621269.033272 + Penalty 2887.092948 = -618381.940324
  nChanged 57
		SP:Iteration 17Q (103046.300000 sec): 3 clusters
  Score: Raw -621291.540857 + Penalty 2887.092948 = -618404.447909
  nChanged 64
		SP:Iteration 18Q (103046.500000 sec): 3 clusters
  Score: Raw -621312.258818 + Penalty 2887.092948 = -618425.165870
  nChanged 50
		SP:Iteration 19Q (103046.700000 sec): 3 clusters
  Score: Raw -621330.606822 + Penalty 2887.092948 = -618443.513874
  nChanged 41
		SP:Iteration 20F (103046.910000 sec): 3 clusters
  Score: Raw -621344.159562 + Penalty 2887.092948 = -618457.066614
  nChanged 41
		SP:Iteration 21Q (103047.110000 sec): 3 clusters
  Score: Raw -621362.545763 + Penalty 2887.092948 = -618475.452815
  nChanged 50
		SP:Iteration 22Q (103047.310000 sec): 3 clusters
  Score: Raw -621385.474751 + Penalty 2887.092948 = -618498.381803
  nChanged 58
		SP:Iteration 23Q (103047.510000 sec): 3 clusters
  Score: Raw -621411.588507 + Penalty 2887.092948 = -618524.495559
  nChanged 56
		SP:Iteration 24Q (103047.710000 sec): 3 clusters
  Score: Raw -621438.343729 + Penalty 2887.092948 = -618551.250781
  nChanged 61
		SP:Iteration 25Q (103047.950000 sec): 3 clusters
  Score: Raw -621475.231552 + Penalty 2887.092948 = -618588.138604
  nChanged 66
		SP:Iteration 26Q (103048.120000 sec): 3 clusters
  Score: Raw -621517.258483 + Penalty 2887.092948 = -618630.165535
  nChanged 65
		SP:Iteration 27Q (103048.320000 sec): 3 clusters
  Score: Raw -621560.895685 + Penalty 2887.092948 = -618673.802737
  nChanged 61
		SP:Iteration 28Q (103048.520000 sec): 3 clusters
  Score: Raw -621612.052221 + Penalty 2887.092948 = -618724.959273
  nChanged 74
		SP:Iteration 29Q (103048.720000 sec): 3 clusters
  Score: Raw -621679.728802 + Penalty 2887.092948 = -618792.635854
  nChanged 83
		SP:Iteration 30Q (103048.920000 sec): 3 clusters
  Score: Raw -621767.526335 + Penalty 2887.092948 = -618880.433387
  nChanged 86
		SP:Iteration 31Q (103049.120000 sec): 3 clusters
  Score: Raw -621839.026867 + Penalty 2887.092948 = -618951.933919
  nChanged 72
		SP:Iteration 32Q (103049.320000 sec): 3 clusters
  Score: Raw -621877.622909 + Penalty 2887.092948 = -618990.529961
  nChanged 54
		SP:Iteration 33Q (103049.530000 sec): 3 clusters
  Score: Raw -621900.189791 + Penalty 2887.092948 = -619013.096843
  nChanged 32
		SP:Iteration 34Q (103049.730000 sec): 3 clusters
  Score: Raw -621909.649063 + Penalty 2887.092948 = -619022.556115
  nChanged 25
		SP:Iteration 35Q (103049.930000 sec): 3 clusters
  Score: Raw -621915.347863 + Penalty 2887.092948 = -619028.254915
  nChanged 14
		SP:Iteration 36Q (103050.130000 sec): 3 clusters
  Score: Raw -621919.148024 + Penalty 2887.092948 = -619032.055076
  nChanged 16
		SP:Iteration 37Q (103050.330000 sec): 3 clusters
  Score: Raw -621923.350281 + Penalty 2887.092948 = -619036.257333
  nChanged 15
		SP:Iteration 38Q (103050.550000 sec): 3 clusters
  Score: Raw -621927.604553 + Penalty 2887.092948 = -619040.511605
  nChanged 17
		SP:Iteration 39Q (103050.780000 sec): 3 clusters
  Score: Raw -621931.240308 + Penalty 2887.092948 = -619044.147360
  nChanged 13
		SP:Iteration 40F (103050.990000 sec): 3 clusters
  Score: Raw -621934.195211 + Penalty 2887.092948 = -619047.102263
  nChanged 9
		SP:Iteration 41Q (103051.190000 sec): 3 clusters
  Score: Raw -621936.603574 + Penalty 2887.092948 = -619049.510626
  nChanged 12
		SP:Iteration 42Q (103051.390000 sec): 3 clusters
  Score: Raw -621940.063603 + Penalty 2887.092948 = -619052.970655
  nChanged 10
		SP:Iteration 43Q (103051.590000 sec): 3 clusters
  Score: Raw -621941.541907 + Penalty 2887.092948 = -619054.448959
  nChanged 7
		SP:Iteration 44Q (103051.800000 sec): 3 clusters
  Score: Raw -621942.611646 + Penalty 2887.092948 = -619055.518698
  nChanged 6
		SP:Iteration 45Q (103052.000000 sec): 3 clusters
  Score: Raw -621943.644401 + Penalty 2887.092948 = -619056.551453
  nChanged 6
		SP:Iteration 46Q (103052.200000 sec): 3 clusters
  Score: Raw -621945.889217 + Penalty 2887.092948 = -619058.796269
  nChanged 8
		SP:Iteration 47Q (103052.420000 sec): 3 clusters
  Score: Raw -621947.690700 + Penalty 2887.092948 = -619060.597752
  nChanged 12
		SP:Iteration 48Q (103052.560000 sec): 3 clusters
  Score: Raw -621951.371013 + Penalty 2887.092948 = -619064.278065
  nChanged 16
		SP:Iteration 49Q (103052.780000 sec): 3 clusters
  Score: Raw -621956.783220 + Penalty 2887.092948 = -619069.690272
  nChanged 16
		SP:Iteration 50Q (103052.980000 sec): 3 clusters
  Score: Raw -621961.051025 + Penalty 2887.092948 = -619073.958077
  nChanged 10
		SP:Iteration 51Q (103053.180000 sec): 3 clusters
  Score: Raw -621963.561914 + Penalty 2887.092948 = -619076.468966
  nChanged 12
		SP:Iteration 52Q (103053.380000 sec): 3 clusters
  Score: Raw -621967.556868 + Penalty 2887.092948 = -619080.463920
  nChanged 13
		SP:Iteration 53Q (103053.580000 sec): 3 clusters
  Score: Raw -621971.344962 + Penalty 2887.092948 = -619084.252014
  nChanged 9
		SP:Iteration 54Q (103053.780000 sec): 3 clusters
  Score: Raw -621973.329378 + Penalty 2887.092948 = -619086.236430
  nChanged 10
		SP:Iteration 55Q (103053.890000 sec): 3 clusters
  Score: Raw -621975.325717 + Penalty 2887.092948 = -619088.232769
  nChanged 8
		SP:Iteration 56Q (103054.000000 sec): 3 clusters
  Score: Raw -621976.938967 + Penalty 2887.092948 = -619089.846019
  nChanged 7
		SP:Iteration 57Q (103054.110000 sec): 3 clusters
  Score: Raw -621977.829253 + Penalty 2887.092948 = -619090.736305
  nChanged 5
		SP:Iteration 58Q (103054.290000 sec): 3 clusters
  Score: Raw -621978.492105 + Penalty 2887.092948 = -619091.399157
  nChanged 3
		SP:Iteration 59Q (103054.400000 sec): 3 clusters
  Score: Raw -621978.983275 + Penalty 2887.092948 = -619091.890327
  nChanged 2
		SP:Iteration 60F (103054.540000 sec): 3 clusters
  Score: Raw -621979.346368 + Penalty 2887.092948 = -619092.253420
  nChanged 1
		SP:Iteration 61Q (103054.730000 sec): 3 clusters
  Score: Raw -621979.406381 + Penalty 2887.092948 = -619092.313433
  nChanged 1
		SP:Iteration 62Q (103054.940000 sec): 3 clusters
  Score: Raw -621979.474679 + Penalty 2887.092948 = -619092.381731
  nChanged 0
		SP:Iteration 63F (103055.130000 sec): 3 clusters
  Score: Raw -621979.474679 + Penalty 2887.092948 = -619092.381731
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 54 (4593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103055.200000 sec): 2 clusters
  Score: Raw -408155.637903 + Penalty 1370.246911 = -406785.390991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103055.400000 sec): 3 clusters
  Score: Raw -405786.499257 + Penalty 2740.493822 = -403046.005434
  nChanged 1825
		SP:Iteration 1F (103055.590000 sec): 3 clusters
  Score: Raw -406859.274539 + Penalty 2740.493822 = -404118.780717
  nChanged 411
		SP:Iteration 2F (103055.790000 sec): 3 clusters
  Score: Raw -407193.311662 + Penalty 2740.493822 = -404452.817839
  nChanged 343
		SP:Iteration 3F (103055.970000 sec): 3 clusters
  Score: Raw -407507.786919 + Penalty 2740.493822 = -404767.293096
  nChanged 312
		SP:Iteration 4F (103056.140000 sec): 3 clusters
  Score: Raw -407839.178059 + Penalty 2740.493822 = -405098.684237
  nChanged 296
		SP:Iteration 5F (103056.320000 sec): 3 clusters
  Score: Raw -408124.748083 + Penalty 2740.493822 = -405384.254261
  nChanged 232
		SP:Iteration 6F (103056.490000 sec): 3 clusters
  Score: Raw -408293.631850 + Penalty 2740.493822 = -405553.138027
  nChanged 158
		SP:Iteration 7Q (103056.670000 sec): 3 clusters
  Score: Raw -408401.594374 + Penalty 2740.493822 = -405661.100552
  nChanged 127
		SP:Iteration 8Q (103056.840000 sec): 3 clusters
  Score: Raw -408474.387645 + Penalty 2740.493822 = -405733.893823
  nChanged 91
		SP:Iteration 9Q (103057.010000 sec): 3 clusters
  Score: Raw -408528.806727 + Penalty 2740.493822 = -405788.312905
  nChanged 77
		SP:Iteration 10Q (103057.180000 sec): 3 clusters
  Score: Raw -408588.321096 + Penalty 2740.493822 = -405847.827273
  nChanged 87
		SP:Iteration 11Q (103057.350000 sec): 3 clusters
  Score: Raw -408656.779528 + Penalty 2740.493822 = -405916.285705
  nChanged 88
		SP:Iteration 12Q (103057.520000 sec): 3 clusters
  Score: Raw -408714.799134 + Penalty 2740.493822 = -405974.305312
  nChanged 70
		SP:Iteration 13Q (103057.700000 sec): 3 clusters
  Score: Raw -408760.536779 + Penalty 2740.493822 = -406020.042956
  nChanged 57
		SP:Iteration 14Q (103057.880000 sec): 3 clusters
  Score: Raw -408795.011658 + Penalty 2740.493822 = -406054.517835
  nChanged 36
		SP:Iteration 15Q (103058.050000 sec): 3 clusters
  Score: Raw -408817.684934 + Penalty 2740.493822 = -406077.191111
  nChanged 43
		SP:Iteration 16Q (103058.230000 sec): 3 clusters
  Score: Raw -408839.381022 + Penalty 2740.493822 = -406098.887200
  nChanged 32
		SP:Iteration 17Q (103058.400000 sec): 3 clusters
  Score: Raw -408852.418913 + Penalty 2740.493822 = -406111.925091
  nChanged 31
		SP:Iteration 18Q (103058.570000 sec): 3 clusters
  Score: Raw -408866.578796 + Penalty 2740.493822 = -406126.084974
  nChanged 30
		SP:Iteration 19Q (103058.750000 sec): 3 clusters
  Score: Raw -408880.814234 + Penalty 2740.493822 = -406140.320412
  nChanged 25
		SP:Iteration 20F (103058.920000 sec): 3 clusters
  Score: Raw -408894.427261 + Penalty 2740.493822 = -406153.933439
  nChanged 27
		SP:Iteration 21Q (103059.100000 sec): 3 clusters
  Score: Raw -408911.518252 + Penalty 2740.493822 = -406171.024429
  nChanged 28
		SP:Iteration 22Q (103059.280000 sec): 3 clusters
  Score: Raw -408926.434594 + Penalty 2740.493822 = -406185.940772
  nChanged 23
		SP:Iteration 23Q (103059.450000 sec): 3 clusters
  Score: Raw -408937.130703 + Penalty 2740.493822 = -406196.636880
  nChanged 17
		SP:Iteration 24Q (103059.630000 sec): 3 clusters
  Score: Raw -408944.441488 + Penalty 2740.493822 = -406203.947665
  nChanged 21
		SP:Iteration 25Q (103059.800000 sec): 3 clusters
  Score: Raw -408950.089022 + Penalty 2740.493822 = -406209.595200
  nChanged 8
		SP:Iteration 26Q (103059.980000 sec): 3 clusters
  Score: Raw -408952.324615 + Penalty 2740.493822 = -406211.830793
  nChanged 9
		SP:Iteration 27Q (103060.150000 sec): 3 clusters
  Score: Raw -408955.036998 + Penalty 2740.493822 = -406214.543176
  nChanged 10
		SP:Iteration 28Q (103060.330000 sec): 3 clusters
  Score: Raw -408958.516738 + Penalty 2740.493822 = -406218.022915
  nChanged 4
		SP:Iteration 29Q (103060.500000 sec): 3 clusters
  Score: Raw -408959.457272 + Penalty 2740.493822 = -406218.963450
  nChanged 0
		SP:Iteration 30F (103060.580000 sec): 3 clusters
  Score: Raw -408959.457272 + Penalty 2740.493822 = -406218.963450
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 55 (4638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103060.660000 sec): 2 clusters
  Score: Raw -396209.413522 + Penalty 1371.831259 = -394837.582263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103060.760000 sec): 3 clusters
  Score: Raw -393919.232548 + Penalty 2743.662518 = -391175.570030
  nChanged 1903
		SP:Iteration 1F (103060.840000 sec): 3 clusters
  Score: Raw -395255.672945 + Penalty 2743.662518 = -392512.010427
  nChanged 420
		SP:Iteration 2F (103060.930000 sec): 3 clusters
  Score: Raw -395591.629858 + Penalty 2743.662518 = -392847.967339
  nChanged 314
		SP:Iteration 3F (103061.020000 sec): 3 clusters
  Score: Raw -395864.825372 + Penalty 2743.662518 = -393121.162854
  nChanged 260
		SP:Iteration 4F (103061.110000 sec): 3 clusters
  Score: Raw -396073.757734 + Penalty 2743.662518 = -393330.095216
  nChanged 222
		SP:Iteration 5Q (103061.200000 sec): 3 clusters
  Score: Raw -396245.467171 + Penalty 2743.662518 = -393501.804652
  nChanged 177
		SP:Iteration 6Q (103061.280000 sec): 3 clusters
  Score: Raw -396361.669598 + Penalty 2743.662518 = -393618.007080
  nChanged 150
		SP:Iteration 7Q (103061.370000 sec): 3 clusters
  Score: Raw -396455.133137 + Penalty 2743.662518 = -393711.470618
  nChanged 114
		SP:Iteration 8Q (103061.460000 sec): 3 clusters
  Score: Raw -396528.137967 + Penalty 2743.662518 = -393784.475449
  nChanged 84
		SP:Iteration 9Q (103061.550000 sec): 3 clusters
  Score: Raw -396581.875140 + Penalty 2743.662518 = -393838.212621
  nChanged 72
		SP:Iteration 10Q (103061.640000 sec): 3 clusters
  Score: Raw -396614.596183 + Penalty 2743.662518 = -393870.933665
  nChanged 52
		SP:Iteration 11Q (103061.720000 sec): 3 clusters
  Score: Raw -396638.291512 + Penalty 2743.662518 = -393894.628994
  nChanged 45
		SP:Iteration 12Q (103061.810000 sec): 3 clusters
  Score: Raw -396657.591164 + Penalty 2743.662518 = -393913.928646
  nChanged 39
		SP:Iteration 13Q (103061.900000 sec): 3 clusters
  Score: Raw -396678.940595 + Penalty 2743.662518 = -393935.278077
  nChanged 49
		SP:Iteration 14Q (103061.980000 sec): 3 clusters
  Score: Raw -396701.426501 + Penalty 2743.662518 = -393957.763982
  nChanged 37
		SP:Iteration 15Q (103062.070000 sec): 3 clusters
  Score: Raw -396717.179015 + Penalty 2743.662518 = -393973.516497
  nChanged 36
		SP:Iteration 16Q (103062.160000 sec): 3 clusters
  Score: Raw -396733.120355 + Penalty 2743.662518 = -393989.457837
  nChanged 28
		SP:Iteration 17Q (103062.250000 sec): 3 clusters
  Score: Raw -396743.345844 + Penalty 2743.662518 = -393999.683325
  nChanged 26
		SP:Iteration 18Q (103062.330000 sec): 3 clusters
  Score: Raw -396750.692842 + Penalty 2743.662518 = -394007.030324
  nChanged 19
		SP:Iteration 19Q (103062.420000 sec): 3 clusters
  Score: Raw -396757.162106 + Penalty 2743.662518 = -394013.499588
  nChanged 15
		SP:Iteration 20F (103062.510000 sec): 3 clusters
  Score: Raw -396762.064038 + Penalty 2743.662518 = -394018.401520
  nChanged 7
		SP:Iteration 21Q (103062.690000 sec): 3 clusters
  Score: Raw -396763.487047 + Penalty 2743.662518 = -394019.824529
  nChanged 6
		SP:Iteration 22Q (103062.870000 sec): 3 clusters
  Score: Raw -396765.543913 + Penalty 2743.662518 = -394021.881394
  nChanged 11
		SP:Iteration 23Q (103063.040000 sec): 3 clusters
  Score: Raw -396768.401619 + Penalty 2743.662518 = -394024.739101
  nChanged 8
		SP:Iteration 24Q (103063.220000 sec): 3 clusters
  Score: Raw -396769.842118 + Penalty 2743.662518 = -394026.179600
  nChanged 2
		SP:Iteration 25Q (103063.390000 sec): 3 clusters
  Score: Raw -396770.173762 + Penalty 2743.662518 = -394026.511244
  nChanged 2
		SP:Iteration 26Q (103063.570000 sec): 3 clusters
  Score: Raw -396770.614386 + Penalty 2743.662518 = -394026.951867
  nChanged 4
		SP:Iteration 27Q (103063.740000 sec): 3 clusters
  Score: Raw -396771.473462 + Penalty 2743.662518 = -394027.810944
  nChanged 2
		SP:Iteration 28Q (103063.920000 sec): 3 clusters
  Score: Raw -396772.321548 + Penalty 2743.662518 = -394028.659030
  nChanged 4
		SP:Iteration 29Q (103064.100000 sec): 3 clusters
  Score: Raw -396773.130335 + Penalty 2743.662518 = -394029.467816
  nChanged 1
		SP:Iteration 30Q (103064.270000 sec): 3 clusters
  Score: Raw -396773.611434 + Penalty 2743.662518 = -394029.948916
  nChanged 2
		SP:Iteration 31Q (103064.450000 sec): 3 clusters
  Score: Raw -396774.042813 + Penalty 2743.662518 = -394030.380294
  nChanged 2
		SP:Iteration 32Q (103064.620000 sec): 3 clusters
  Score: Raw -396774.370759 + Penalty 2743.662518 = -394030.708240
  nChanged 1
		SP:Iteration 33Q (103064.800000 sec): 3 clusters
  Score: Raw -396774.622028 + Penalty 2743.662518 = -394030.959510
  nChanged 1
		SP:Iteration 34Q (103064.970000 sec): 3 clusters
  Score: Raw -396775.021200 + Penalty 2743.662518 = -394031.358682
  nChanged 2
		SP:Iteration 35Q (103065.150000 sec): 3 clusters
  Score: Raw -396775.318454 + Penalty 2743.662518 = -394031.655935
  nChanged 1
		SP:Iteration 36Q (103065.320000 sec): 3 clusters
  Score: Raw -396775.483104 + Penalty 2743.662518 = -394031.820586
  nChanged 1
		SP:Iteration 37Q (103065.500000 sec): 3 clusters
  Score: Raw -396775.670798 + Penalty 2743.662518 = -394032.008280
  nChanged 1
		SP:Iteration 38Q (103065.680000 sec): 3 clusters
  Score: Raw -396775.985277 + Penalty 2743.662518 = -394032.322758
  nChanged 2
		SP:Iteration 39Q (103065.850000 sec): 3 clusters
  Score: Raw -396777.257033 + Penalty 2743.662518 = -394033.594515
  nChanged 6
		SP:Iteration 40F (103066.030000 sec): 3 clusters
  Score: Raw -396778.352449 + Penalty 2743.662518 = -394034.689930
  nChanged 2
		SP:Iteration 41Q (103066.200000 sec): 3 clusters
  Score: Raw -396778.553062 + Penalty 2743.662518 = -394034.890544
  nChanged 2
		SP:Iteration 42Q (103066.380000 sec): 3 clusters
  Score: Raw -396779.018726 + Penalty 2743.662518 = -394035.356207
  nChanged 2
		SP:Iteration 43Q (103066.560000 sec): 3 clusters
  Score: Raw -396779.381501 + Penalty 2743.662518 = -394035.718983
  nChanged 1
		SP:Iteration 44Q (103066.730000 sec): 3 clusters
  Score: Raw -396779.549182 + Penalty 2743.662518 = -394035.886663
  nChanged 0
		SP:Iteration 45F (103066.900000 sec): 3 clusters
  Score: Raw -396779.549182 + Penalty 2743.662518 = -394035.886663
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 56 (3578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103067.010000 sec): 2 clusters
  Score: Raw -262256.601706 + Penalty 1329.665880 = -260926.935826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103067.190000 sec): 3 clusters
  Score: Raw -260558.957994 + Penalty 2659.331761 = -257899.626233
  nChanged 1353
		SP:Iteration 1F (103067.360000 sec): 3 clusters
  Score: Raw -261663.546839 + Penalty 2659.331761 = -259004.215078
  nChanged 381
		SP:Iteration 2F (103067.540000 sec): 3 clusters
  Score: Raw -262159.053572 + Penalty 2659.331761 = -259499.721811
  nChanged 314
		SP:Iteration 3F (103067.720000 sec): 3 clusters
  Score: Raw -262502.970860 + Penalty 2659.331761 = -259843.639099
  nChanged 234
		SP:Iteration 4F (103067.890000 sec): 3 clusters
  Score: Raw -262755.421966 + Penalty 2659.331761 = -260096.090205
  nChanged 171
		SP:Iteration 5Q (103068.070000 sec): 3 clusters
  Score: Raw -262916.402211 + Penalty 2659.331761 = -260257.070450
  nChanged 135
		SP:Iteration 6Q (103068.240000 sec): 3 clusters
  Score: Raw -263045.174249 + Penalty 2659.331761 = -260385.842488
  nChanged 110
		SP:Iteration 7Q (103068.420000 sec): 3 clusters
  Score: Raw -263151.305516 + Penalty 2659.331761 = -260491.973755
  nChanged 89
		SP:Iteration 8Q (103068.600000 sec): 3 clusters
  Score: Raw -263211.038718 + Penalty 2659.331761 = -260551.706958
  nChanged 60
		SP:Iteration 9Q (103068.770000 sec): 3 clusters
  Score: Raw -263238.420376 + Penalty 2659.331761 = -260579.088615
  nChanged 41
		SP:Iteration 10Q (103068.950000 sec): 3 clusters
  Score: Raw -263256.621280 + Penalty 2659.331761 = -260597.289519
  nChanged 36
		SP:Iteration 11Q (103069.120000 sec): 3 clusters
  Score: Raw -263271.325563 + Penalty 2659.331761 = -260611.993803
  nChanged 28
		SP:Iteration 12Q (103069.300000 sec): 3 clusters
  Score: Raw -263282.460876 + Penalty 2659.331761 = -260623.129115
  nChanged 21
		SP:Iteration 13Q (103069.480000 sec): 3 clusters
  Score: Raw -263292.007577 + Penalty 2659.331761 = -260632.675816
  nChanged 16
		SP:Iteration 14Q (103069.650000 sec): 3 clusters
  Score: Raw -263299.735578 + Penalty 2659.331761 = -260640.403818
  nChanged 16
		SP:Iteration 15Q (103069.830000 sec): 3 clusters
  Score: Raw -263306.087316 + Penalty 2659.331761 = -260646.755555
  nChanged 10
		SP:Iteration 16Q (103070.000000 sec): 3 clusters
  Score: Raw -263309.892095 + Penalty 2659.331761 = -260650.560334
  nChanged 11
		SP:Iteration 17Q (103070.180000 sec): 3 clusters
  Score: Raw -263312.584438 + Penalty 2659.331761 = -260653.252678
  nChanged 7
		SP:Iteration 18Q (103070.360000 sec): 3 clusters
  Score: Raw -263314.978671 + Penalty 2659.331761 = -260655.646910
  nChanged 7
		SP:Iteration 19Q (103070.530000 sec): 3 clusters
  Score: Raw -263316.441794 + Penalty 2659.331761 = -260657.110033
  nChanged 6
		SP:Iteration 20F (103070.700000 sec): 3 clusters
  Score: Raw -263317.415137 + Penalty 2659.331761 = -260658.083377
  nChanged 6
		SP:Iteration 21Q (103070.880000 sec): 3 clusters
  Score: Raw -263319.656260 + Penalty 2659.331761 = -260660.324499
  nChanged 5
		SP:Iteration 22Q (103071.060000 sec): 3 clusters
  Score: Raw -263320.736376 + Penalty 2659.331761 = -260661.404615
  nChanged 2
		SP:Iteration 23Q (103071.230000 sec): 3 clusters
  Score: Raw -263321.044098 + Penalty 2659.331761 = -260661.712337
  nChanged 0
		SP:Iteration 24F (103071.410000 sec): 3 clusters
  Score: Raw -263321.044098 + Penalty 2659.331761 = -260661.712337
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 57 (6296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103071.520000 sec): 2 clusters
  Score: Raw -530094.677667 + Penalty 1421.496341 = -528673.181326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103071.700000 sec): 3 clusters
  Score: Raw -526709.478633 + Penalty 2842.992682 = -523866.485951
  nChanged 2678
		SP:Iteration 1F (103071.860000 sec): 3 clusters
  Score: Raw -528441.610166 + Penalty 2842.992682 = -525598.617484
  nChanged 554
		SP:Iteration 2F (103072.030000 sec): 3 clusters
  Score: Raw -528937.992848 + Penalty 2842.992682 = -526095.000166
  nChanged 476
		SP:Iteration 3F (103072.190000 sec): 3 clusters
  Score: Raw -529330.857218 + Penalty 2842.992682 = -526487.864537
  nChanged 373
		SP:Iteration 4F (103072.360000 sec): 3 clusters
  Score: Raw -529565.435499 + Penalty 2842.992682 = -526722.442817
  nChanged 261
		SP:Iteration 5Q (103072.570000 sec): 3 clusters
  Score: Raw -529691.453660 + Penalty 2842.992682 = -526848.460978
  nChanged 190
		SP:Iteration 6Q (103072.740000 sec): 3 clusters
  Score: Raw -529785.546044 + Penalty 2842.992682 = -526942.553362
  nChanged 190
		SP:Iteration 7Q (103072.810000 sec): 3 clusters
  Score: Raw -529897.324500 + Penalty 2842.992682 = -527054.331818
  nChanged 190
		SP:Iteration 8Q (103072.930000 sec): 3 clusters
  Score: Raw -530000.542418 + Penalty 2842.992682 = -527157.549736
  nChanged 162
		SP:Iteration 9Q (103073.140000 sec): 3 clusters
  Score: Raw -530073.144199 + Penalty 2842.992682 = -527230.151518
  nChanged 135
		SP:Iteration 10Q (103073.300000 sec): 3 clusters
  Score: Raw -530137.803115 + Penalty 2842.992682 = -527294.810433
  nChanged 125
		SP:Iteration 11Q (103073.460000 sec): 3 clusters
  Score: Raw -530190.067519 + Penalty 2842.992682 = -527347.074837
  nChanged 109
		SP:Iteration 12Q (103073.630000 sec): 3 clusters
  Score: Raw -530233.093330 + Penalty 2842.992682 = -527390.100648
  nChanged 93
		SP:Iteration 13Q (103073.790000 sec): 3 clusters
  Score: Raw -530265.281930 + Penalty 2842.992682 = -527422.289248
  nChanged 82
		SP:Iteration 14Q (103073.960000 sec): 3 clusters
  Score: Raw -530297.153510 + Penalty 2842.992682 = -527454.160828
  nChanged 75
		SP:Iteration 15Q (103074.120000 sec): 3 clusters
  Score: Raw -530323.193639 + Penalty 2842.992682 = -527480.200957
  nChanged 61
		SP:Iteration 16Q (103074.320000 sec): 3 clusters
  Score: Raw -530342.689339 + Penalty 2842.992682 = -527499.696657
  nChanged 59
		SP:Iteration 17Q (103074.530000 sec): 3 clusters
  Score: Raw -530361.905792 + Penalty 2842.992682 = -527518.913110
  nChanged 54
		SP:Iteration 18Q (103074.740000 sec): 3 clusters
  Score: Raw -530383.093577 + Penalty 2842.992682 = -527540.100895
  nChanged 52
		SP:Iteration 19Q (103074.900000 sec): 3 clusters
  Score: Raw -530396.349457 + Penalty 2842.992682 = -527553.356775
  nChanged 30
		SP:Iteration 20F (103075.070000 sec): 3 clusters
  Score: Raw -530403.633764 + Penalty 2842.992682 = -527560.641083
  nChanged 20
		SP:Iteration 21Q (103075.230000 sec): 3 clusters
  Score: Raw -530407.523593 + Penalty 2842.992682 = -527564.530911
  nChanged 20
		SP:Iteration 22Q (103075.400000 sec): 3 clusters
  Score: Raw -530411.636564 + Penalty 2842.992682 = -527568.643882
  nChanged 11
		SP:Iteration 23Q (103075.560000 sec): 3 clusters
  Score: Raw -530413.739693 + Penalty 2842.992682 = -527570.747011
  nChanged 10
		SP:Iteration 24Q (103075.730000 sec): 3 clusters
  Score: Raw -530415.639414 + Penalty 2842.992682 = -527572.646733
  nChanged 8
		SP:Iteration 25Q (103075.890000 sec): 3 clusters
  Score: Raw -530417.196091 + Penalty 2842.992682 = -527574.203409
  nChanged 8
		SP:Iteration 26Q (103076.100000 sec): 3 clusters
  Score: Raw -530418.113552 + Penalty 2842.992682 = -527575.120870
  nChanged 6
		SP:Iteration 27Q (103076.260000 sec): 3 clusters
  Score: Raw -530419.266987 + Penalty 2842.992682 = -527576.274305
  nChanged 11
		SP:Iteration 28Q (103076.430000 sec): 3 clusters
  Score: Raw -530421.784552 + Penalty 2842.992682 = -527578.791870
  nChanged 11
		SP:Iteration 29Q (103076.590000 sec): 3 clusters
  Score: Raw -530423.947304 + Penalty 2842.992682 = -527580.954623
  nChanged 11
		SP:Iteration 30Q (103076.750000 sec): 3 clusters
  Score: Raw -530426.477380 + Penalty 2842.992682 = -527583.484698
  nChanged 15
		SP:Iteration 31Q (103076.960000 sec): 3 clusters
  Score: Raw -530429.743529 + Penalty 2842.992682 = -527586.750848
  nChanged 13
		SP:Iteration 32Q (103077.170000 sec): 3 clusters
  Score: Raw -530431.582695 + Penalty 2842.992682 = -527588.590014
  nChanged 3
		SP:Iteration 33Q (103077.380000 sec): 3 clusters
  Score: Raw -530432.289098 + Penalty 2842.992682 = -527589.296416
  nChanged 4
		SP:Iteration 34Q (103077.580000 sec): 3 clusters
  Score: Raw -530432.764435 + Penalty 2842.992682 = -527589.771753
  nChanged 3
		SP:Iteration 35Q (103077.790000 sec): 3 clusters
  Score: Raw -530433.454702 + Penalty 2842.992682 = -527590.462021
  nChanged 3
		SP:Iteration 36Q (103077.890000 sec): 3 clusters
  Score: Raw -530434.254195 + Penalty 2842.992682 = -527591.261514
  nChanged 6
		SP:Iteration 37Q (103078.060000 sec): 3 clusters
  Score: Raw -530435.090028 + Penalty 2842.992682 = -527592.097346
  nChanged 3
		SP:Iteration 38Q (103078.250000 sec): 3 clusters
  Score: Raw -530435.424953 + Penalty 2842.992682 = -527592.432271
  nChanged 2
		SP:Iteration 39Q (103078.460000 sec): 3 clusters
  Score: Raw -530435.885062 + Penalty 2842.992682 = -527592.892381
  nChanged 5
		SP:Iteration 40F (103078.610000 sec): 3 clusters
  Score: Raw -530436.931193 + Penalty 2842.992682 = -527593.938511
  nChanged 7
		SP:Iteration 41Q (103078.770000 sec): 3 clusters
  Score: Raw -530437.917882 + Penalty 2842.992682 = -527594.925201
  nChanged 4
		SP:Iteration 42Q (103078.930000 sec): 3 clusters
  Score: Raw -530438.274789 + Penalty 2842.992682 = -527595.282107
  nChanged 4
		SP:Iteration 43Q (103079.100000 sec): 3 clusters
  Score: Raw -530439.123234 + Penalty 2842.992682 = -527596.130553
  nChanged 5
		SP:Iteration 44Q (103079.260000 sec): 3 clusters
  Score: Raw -530440.002242 + Penalty 2842.992682 = -527597.009561
  nChanged 2
		SP:Iteration 45Q (103079.430000 sec): 3 clusters
  Score: Raw -530440.264856 + Penalty 2842.992682 = -527597.272175
  nChanged 1
		SP:Iteration 46Q (103079.590000 sec): 3 clusters
  Score: Raw -530440.402850 + Penalty 2842.992682 = -527597.410168
  nChanged 1
		SP:Iteration 47Q (103079.790000 sec): 3 clusters
  Score: Raw -530440.559126 + Penalty 2842.992682 = -527597.566445
  nChanged 0
		SP:Iteration 48F (103079.970000 sec): 3 clusters
  Score: Raw -530440.559126 + Penalty 2842.992682 = -527597.566445
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 58 (10496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103080.110000 sec): 2 clusters
  Score: Raw -994508.270907 + Penalty 1504.546796 = -993003.724112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103080.330000 sec): 3 clusters
  Score: Raw -988561.860743 + Penalty 3009.093591 = -985552.767152
  nChanged 4543
		SP:Iteration 1F (103080.550000 sec): 3 clusters
  Score: Raw -991243.017839 + Penalty 3009.093591 = -988233.924248
  nChanged 767
		SP:Iteration 2F (103080.770000 sec): 3 clusters
  Score: Raw -991681.287832 + Penalty 3009.093591 = -988672.194241
  nChanged 683
		SP:Iteration 3F (103080.920000 sec): 3 clusters
  Score: Raw -992046.452833 + Penalty 3009.093591 = -989037.359242
  nChanged 620
		SP:Iteration 4F (103081.140000 sec): 3 clusters
  Score: Raw -992376.495948 + Penalty 3009.093591 = -989367.402357
  nChanged 551
		SP:Iteration 5F (103081.370000 sec): 3 clusters
  Score: Raw -992676.346528 + Penalty 3009.093591 = -989667.252936
  nChanged 523
		SP:Iteration 6Q (103081.570000 sec): 3 clusters
  Score: Raw -992962.703522 + Penalty 3009.093591 = -989953.609930
  nChanged 472
		SP:Iteration 7Q (103081.780000 sec): 3 clusters
  Score: Raw -993223.416748 + Penalty 3009.093591 = -990214.323157
  nChanged 433
		SP:Iteration 8Q (103082.050000 sec): 3 clusters
  Score: Raw -993443.738009 + Penalty 3009.093591 = -990434.644417
  nChanged 331
		SP:Iteration 9Q (103082.280000 sec): 3 clusters
  Score: Raw -993623.887406 + Penalty 3009.093591 = -990614.793815
  nChanged 281
		SP:Iteration 10Q (103082.500000 sec): 3 clusters
  Score: Raw -993780.496073 + Penalty 3009.093591 = -990771.402482
  nChanged 252
		SP:Iteration 11Q (103082.730000 sec): 3 clusters
  Score: Raw -993931.465957 + Penalty 3009.093591 = -990922.372366
  nChanged 214
		SP:Iteration 12Q (103083.040000 sec): 3 clusters
  Score: Raw -994067.320425 + Penalty 3009.093591 = -991058.226834
  nChanged 212
		SP:Iteration 13Q (103083.230000 sec): 3 clusters
  Score: Raw -994204.237871 + Penalty 3009.093591 = -991195.144279
  nChanged 184
		SP:Iteration 14Q (103083.490000 sec): 3 clusters
  Score: Raw -994323.727246 + Penalty 3009.093591 = -991314.633655
  nChanged 159
		SP:Iteration 15Q (103083.710000 sec): 3 clusters
  Score: Raw -994425.016448 + Penalty 3009.093591 = -991415.922857
  nChanged 124
		SP:Iteration 16Q (103083.970000 sec): 3 clusters
  Score: Raw -994511.033245 + Penalty 3009.093591 = -991501.939654
  nChanged 96
		SP:Iteration 17Q (103084.160000 sec): 3 clusters
  Score: Raw -994567.440249 + Penalty 3009.093591 = -991558.346657
  nChanged 83
		SP:Iteration 18Q (103084.380000 sec): 3 clusters
  Score: Raw -994611.883790 + Penalty 3009.093591 = -991602.790199
  nChanged 69
		SP:Iteration 19Q (103084.590000 sec): 3 clusters
  Score: Raw -994645.647153 + Penalty 3009.093591 = -991636.553562
  nChanged 53
		SP:Iteration 20F (103084.820000 sec): 3 clusters
  Score: Raw -994671.632976 + Penalty 3009.093591 = -991662.539385
  nChanged 51
		SP:Iteration 21Q (103085.030000 sec): 3 clusters
  Score: Raw -994694.946643 + Penalty 3009.093591 = -991685.853052
  nChanged 42
		SP:Iteration 22Q (103085.180000 sec): 3 clusters
  Score: Raw -994714.878460 + Penalty 3009.093591 = -991705.784869
  nChanged 44
		SP:Iteration 23Q (103085.410000 sec): 3 clusters
  Score: Raw -994734.494165 + Penalty 3009.093591 = -991725.400574
  nChanged 32
		SP:Iteration 24Q (103085.730000 sec): 3 clusters
  Score: Raw -994746.393567 + Penalty 3009.093591 = -991737.299976
  nChanged 24
		SP:Iteration 25Q (103085.910000 sec): 3 clusters
  Score: Raw -994753.560334 + Penalty 3009.093591 = -991744.466742
  nChanged 19
		SP:Iteration 26Q (103086.130000 sec): 3 clusters
  Score: Raw -994758.674577 + Penalty 3009.093591 = -991749.580986
  nChanged 20
		SP:Iteration 27Q (103086.360000 sec): 3 clusters
  Score: Raw -994763.169725 + Penalty 3009.093591 = -991754.076133
  nChanged 15
		SP:Iteration 28Q (103086.580000 sec): 3 clusters
  Score: Raw -994766.832888 + Penalty 3009.093591 = -991757.739297
  nChanged 17
		SP:Iteration 29Q (103086.790000 sec): 3 clusters
  Score: Raw -994771.387495 + Penalty 3009.093591 = -991762.293904
  nChanged 15
		SP:Iteration 30Q (103086.980000 sec): 3 clusters
  Score: Raw -994774.412732 + Penalty 3009.093591 = -991765.319141
  nChanged 9
		SP:Iteration 31Q (103087.220000 sec): 3 clusters
  Score: Raw -994775.983823 + Penalty 3009.093591 = -991766.890232
  nChanged 4
		SP:Iteration 32Q (103087.490000 sec): 3 clusters
  Score: Raw -994777.529205 + Penalty 3009.093591 = -991768.435614
  nChanged 7
		SP:Iteration 33Q (103087.680000 sec): 3 clusters
  Score: Raw -994779.268514 + Penalty 3009.093591 = -991770.174923
  nChanged 6
		SP:Iteration 34Q (103087.890000 sec): 3 clusters
  Score: Raw -994781.093467 + Penalty 3009.093591 = -991771.999876
  nChanged 8
		SP:Iteration 35Q (103088.120000 sec): 3 clusters
  Score: Raw -994783.925256 + Penalty 3009.093591 = -991774.831665
  nChanged 9
		SP:Iteration 36Q (103088.300000 sec): 3 clusters
  Score: Raw -994786.045340 + Penalty 3009.093591 = -991776.951749
  nChanged 7
		SP:Iteration 37Q (103088.540000 sec): 3 clusters
  Score: Raw -994787.186002 + Penalty 3009.093591 = -991778.092411
  nChanged 5
		SP:Iteration 38Q (103088.760000 sec): 3 clusters
  Score: Raw -994788.400685 + Penalty 3009.093591 = -991779.307094
  nChanged 4
		SP:Iteration 39Q (103088.980000 sec): 3 clusters
  Score: Raw -994789.003493 + Penalty 3009.093591 = -991779.909902
  nChanged 2
		SP:Iteration 40F (103089.200000 sec): 3 clusters
  Score: Raw -994789.675808 + Penalty 3009.093591 = -991780.582217
  nChanged 2
		SP:Iteration 41Q (103089.430000 sec): 3 clusters
  Score: Raw -994790.270856 + Penalty 3009.093591 = -991781.177265
  nChanged 2
		SP:Iteration 42Q (103089.560000 sec): 3 clusters
  Score: Raw -994790.732944 + Penalty 3009.093591 = -991781.639352
  nChanged 0
		SP:Iteration 43F (103089.840000 sec): 3 clusters
  Score: Raw -994790.732944 + Penalty 3009.093591 = -991781.639352
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 59 (8502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103089.960000 sec): 2 clusters
  Score: Raw -747819.921595 + Penalty 1470.309215 = -746349.612380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103090.170000 sec): 3 clusters
  Score: Raw -743069.922490 + Penalty 2940.618430 = -740129.304060
  nChanged 3614
		SP:Iteration 1F (103090.400000 sec): 3 clusters
  Score: Raw -745130.475113 + Penalty 2940.618430 = -742189.856682
  nChanged 697
		SP:Iteration 2F (103090.680000 sec): 3 clusters
  Score: Raw -745531.506708 + Penalty 2940.618430 = -742590.888278
  nChanged 563
		SP:Iteration 3F (103090.840000 sec): 3 clusters
  Score: Raw -745833.145421 + Penalty 2940.618430 = -742892.526991
  nChanged 453
		SP:Iteration 4F (103091.070000 sec): 3 clusters
  Score: Raw -746079.913417 + Penalty 2940.618430 = -743139.294986
  nChanged 401
		SP:Iteration 5Q (103091.250000 sec): 3 clusters
  Score: Raw -746305.074579 + Penalty 2940.618430 = -743364.456148
  nChanged 376
		SP:Iteration 6Q (103091.440000 sec): 3 clusters
  Score: Raw -746495.678004 + Penalty 2940.618430 = -743555.059573
  nChanged 354
		SP:Iteration 7Q (103091.640000 sec): 3 clusters
  Score: Raw -746676.506402 + Penalty 2940.618430 = -743735.887972
  nChanged 289
		SP:Iteration 8Q (103091.830000 sec): 3 clusters
  Score: Raw -746812.453393 + Penalty 2940.618430 = -743871.834962
  nChanged 250
		SP:Iteration 9Q (103092.070000 sec): 3 clusters
  Score: Raw -746920.313901 + Penalty 2940.618430 = -743979.695470
  nChanged 228
		SP:Iteration 10Q (103092.260000 sec): 3 clusters
  Score: Raw -747019.048363 + Penalty 2940.618430 = -744078.429933
  nChanged 201
		SP:Iteration 11Q (103092.460000 sec): 3 clusters
  Score: Raw -747105.582692 + Penalty 2940.618430 = -744164.964261
  nChanged 184
		SP:Iteration 12Q (103092.650000 sec): 3 clusters
  Score: Raw -747180.183483 + Penalty 2940.618430 = -744239.565053
  nChanged 161
		SP:Iteration 13Q (103092.850000 sec): 3 clusters
  Score: Raw -747248.582069 + Penalty 2940.618430 = -744307.963638
  nChanged 160
		SP:Iteration 14Q (103093.040000 sec): 3 clusters
  Score: Raw -747318.354303 + Penalty 2940.618430 = -744377.735873
  nChanged 141
		SP:Iteration 15Q (103093.240000 sec): 3 clusters
  Score: Raw -747376.533129 + Penalty 2940.618430 = -744435.914699
  nChanged 129
		SP:Iteration 16Q (103093.430000 sec): 3 clusters
  Score: Raw -747425.114835 + Penalty 2940.618430 = -744484.496405
  nChanged 130
		SP:Iteration 17Q (103093.620000 sec): 3 clusters
  Score: Raw -747471.871020 + Penalty 2940.618430 = -744531.252589
  nChanged 113
		SP:Iteration 18Q (103093.820000 sec): 3 clusters
  Score: Raw -747508.258658 + Penalty 2940.618430 = -744567.640228
  nChanged 84
		SP:Iteration 19Q (103094.010000 sec): 3 clusters
  Score: Raw -747534.567829 + Penalty 2940.618430 = -744593.949398
  nChanged 75
		SP:Iteration 20F (103094.210000 sec): 3 clusters
  Score: Raw -747556.378073 + Penalty 2940.618430 = -744615.759643
  nChanged 63
		SP:Iteration 21Q (103094.410000 sec): 3 clusters
  Score: Raw -747575.369261 + Penalty 2940.618430 = -744634.750831
  nChanged 66
		SP:Iteration 22Q (103094.680000 sec): 3 clusters
  Score: Raw -747595.285224 + Penalty 2940.618430 = -744654.666794
  nChanged 66
		SP:Iteration 23Q (103094.880000 sec): 3 clusters
  Score: Raw -747613.752422 + Penalty 2940.618430 = -744673.133991
  nChanged 69
		SP:Iteration 24Q (103095.080000 sec): 3 clusters
  Score: Raw -747634.196588 + Penalty 2940.618430 = -744693.578158
  nChanged 86
		SP:Iteration 25Q (103095.270000 sec): 3 clusters
  Score: Raw -747661.668063 + Penalty 2940.618430 = -744721.049633
  nChanged 84
		SP:Iteration 26Q (103095.470000 sec): 3 clusters
  Score: Raw -747689.256493 + Penalty 2940.618430 = -744748.638063
  nChanged 79
		SP:Iteration 27Q (103095.660000 sec): 3 clusters
  Score: Raw -747715.332176 + Penalty 2940.618430 = -744774.713746
  nChanged 65
		SP:Iteration 28Q (103095.850000 sec): 3 clusters
  Score: Raw -747735.726608 + Penalty 2940.618430 = -744795.108178
  nChanged 60
		SP:Iteration 29Q (103095.980000 sec): 3 clusters
  Score: Raw -747758.640107 + Penalty 2940.618430 = -744818.021676
  nChanged 56
		SP:Iteration 30Q (103096.160000 sec): 3 clusters
  Score: Raw -747774.342359 + Penalty 2940.618430 = -744833.723929
  nChanged 41
		SP:Iteration 31Q (103096.360000 sec): 3 clusters
  Score: Raw -747788.802952 + Penalty 2940.618430 = -744848.184521
  nChanged 51
		SP:Iteration 32Q (103096.550000 sec): 3 clusters
  Score: Raw -747807.433432 + Penalty 2940.618430 = -744866.815001
  nChanged 57
		SP:Iteration 33Q (103096.740000 sec): 3 clusters
  Score: Raw -747829.569018 + Penalty 2940.618430 = -744888.950588
  nChanged 61
		SP:Iteration 34Q (103096.940000 sec): 3 clusters
  Score: Raw -747852.342933 + Penalty 2940.618430 = -744911.724503
  nChanged 69
		SP:Iteration 35Q (103097.060000 sec): 3 clusters
  Score: Raw -747875.492958 + Penalty 2940.618430 = -744934.874528
  nChanged 65
		SP:Iteration 36Q (103097.190000 sec): 3 clusters
  Score: Raw -747897.694751 + Penalty 2940.618430 = -744957.076321
  nChanged 49
		SP:Iteration 37Q (103097.320000 sec): 3 clusters
  Score: Raw -747912.968528 + Penalty 2940.618430 = -744972.350098
  nChanged 53
		SP:Iteration 38Q (103097.460000 sec): 3 clusters
  Score: Raw -747931.001778 + Penalty 2940.618430 = -744990.383348
  nChanged 50
		SP:Iteration 39Q (103097.590000 sec): 3 clusters
  Score: Raw -747944.836608 + Penalty 2940.618430 = -745004.218177
  nChanged 48
		SP:Iteration 40F (103097.720000 sec): 3 clusters
  Score: Raw -747956.475720 + Penalty 2940.618430 = -745015.857290
  nChanged 43
		SP:Iteration 41Q (103097.900000 sec): 3 clusters
  Score: Raw -747969.700947 + Penalty 2940.618430 = -745029.082517
  nChanged 45
		SP:Iteration 42Q (103098.100000 sec): 3 clusters
  Score: Raw -747983.706633 + Penalty 2940.618430 = -745043.088203
  nChanged 39
		SP:Iteration 43Q (103098.290000 sec): 3 clusters
  Score: Raw -747992.444910 + Penalty 2940.618430 = -745051.826480
  nChanged 33
		SP:Iteration 44Q (103098.490000 sec): 3 clusters
  Score: Raw -747999.942486 + Penalty 2940.618430 = -745059.324055
  nChanged 34
		SP:Iteration 45Q (103098.680000 sec): 3 clusters
  Score: Raw -748005.930211 + Penalty 2940.618430 = -745065.311781
  nChanged 21
		SP:Iteration 46Q (103098.870000 sec): 3 clusters
  Score: Raw -748010.056214 + Penalty 2940.618430 = -745069.437784
  nChanged 21
		SP:Iteration 47Q (103099.000000 sec): 3 clusters
  Score: Raw -748014.395226 + Penalty 2940.618430 = -745073.776796
  nChanged 13
		SP:Iteration 48Q (103099.130000 sec): 3 clusters
  Score: Raw -748017.103633 + Penalty 2940.618430 = -745076.485202
  nChanged 8
		SP:Iteration 49Q (103099.260000 sec): 3 clusters
  Score: Raw -748018.526356 + Penalty 2940.618430 = -745077.907925
  nChanged 4
		SP:Iteration 50Q (103099.400000 sec): 3 clusters
  Score: Raw -748018.924979 + Penalty 2940.618430 = -745078.306549
  nChanged 2
		SP:Iteration 51Q (103099.530000 sec): 3 clusters
  Score: Raw -748019.439313 + Penalty 2940.618430 = -745078.820883
  nChanged 3
		SP:Iteration 52Q (103099.770000 sec): 3 clusters
  Score: Raw -748019.772726 + Penalty 2940.618430 = -745079.154296
  nChanged 3
		SP:Iteration 53Q (103099.970000 sec): 3 clusters
  Score: Raw -748020.817173 + Penalty 2940.618430 = -745080.198742
  nChanged 3
		SP:Iteration 54Q (103100.160000 sec): 3 clusters
  Score: Raw -748021.168052 + Penalty 2940.618430 = -745080.549622
  nChanged 3
		SP:Iteration 55Q (103100.350000 sec): 3 clusters
  Score: Raw -748021.551127 + Penalty 2940.618430 = -745080.932696
  nChanged 1
		SP:Iteration 56Q (103100.550000 sec): 3 clusters
  Score: Raw -748021.586439 + Penalty 2940.618430 = -745080.968008
  nChanged 0
		SP:Iteration 57F (103100.750000 sec): 3 clusters
  Score: Raw -748021.586439 + Penalty 2940.618430 = -745080.968008
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 60 (3516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103100.830000 sec): 2 clusters
  Score: Raw -276340.882547 + Penalty 1326.825380 = -275014.057167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103101.030000 sec): 3 clusters
  Score: Raw -274701.606053 + Penalty 2653.650759 = -272047.955294
  nChanged 1332
		SP:Iteration 1F (103101.190000 sec): 3 clusters
  Score: Raw -275514.010503 + Penalty 2653.650759 = -272860.359744
  nChanged 284
		SP:Iteration 2F (103101.360000 sec): 3 clusters
  Score: Raw -275720.194530 + Penalty 2653.650759 = -273066.543771
  nChanged 214
		SP:Iteration 3F (103101.540000 sec): 3 clusters
  Score: Raw -275862.686762 + Penalty 2653.650759 = -273209.036003
  nChanged 160
		SP:Iteration 4Q (103101.710000 sec): 3 clusters
  Score: Raw -275963.817271 + Penalty 2653.650759 = -273310.166511
  nChanged 162
		SP:Iteration 5Q (103101.870000 sec): 3 clusters
  Score: Raw -276064.899296 + Penalty 2653.650759 = -273411.248537
  nChanged 135
		SP:Iteration 6Q (103102.070000 sec): 3 clusters
  Score: Raw -276163.406930 + Penalty 2653.650759 = -273509.756171
  nChanged 141
		SP:Iteration 7Q (103102.240000 sec): 3 clusters
  Score: Raw -276267.927562 + Penalty 2653.650759 = -273614.276802
  nChanged 128
		SP:Iteration 8Q (103102.420000 sec): 3 clusters
  Score: Raw -276367.846742 + Penalty 2653.650759 = -273714.195983
  nChanged 99
		SP:Iteration 9Q (103102.590000 sec): 3 clusters
  Score: Raw -276441.140087 + Penalty 2653.650759 = -273787.489328
  nChanged 95
		SP:Iteration 10Q (103102.770000 sec): 3 clusters
  Score: Raw -276495.925714 + Penalty 2653.650759 = -273842.274955
  nChanged 59
		SP:Iteration 11Q (103102.950000 sec): 3 clusters
  Score: Raw -276521.568088 + Penalty 2653.650759 = -273867.917329
  nChanged 23
		SP:Iteration 12Q (103103.120000 sec): 3 clusters
  Score: Raw -276531.842337 + Penalty 2653.650759 = -273878.191578
  nChanged 31
		SP:Iteration 13Q (103103.300000 sec): 3 clusters
  Score: Raw -276544.313454 + Penalty 2653.650759 = -273890.662695
  nChanged 41
		SP:Iteration 14Q (103103.470000 sec): 3 clusters
  Score: Raw -276564.667340 + Penalty 2653.650759 = -273911.016581
  nChanged 32
		SP:Iteration 15Q (103103.650000 sec): 3 clusters
  Score: Raw -276580.579667 + Penalty 2653.650759 = -273926.928908
  nChanged 23
		SP:Iteration 16Q (103103.830000 sec): 3 clusters
  Score: Raw -276592.767029 + Penalty 2653.650759 = -273939.116270
  nChanged 24
		SP:Iteration 17Q (103104.000000 sec): 3 clusters
  Score: Raw -276603.773361 + Penalty 2653.650759 = -273950.122602
  nChanged 29
		SP:Iteration 18Q (103104.180000 sec): 3 clusters
  Score: Raw -276615.610916 + Penalty 2653.650759 = -273961.960157
  nChanged 20
		SP:Iteration 19Q (103104.350000 sec): 3 clusters
  Score: Raw -276621.681134 + Penalty 2653.650759 = -273968.030375
  nChanged 18
		SP:Iteration 20F (103104.530000 sec): 3 clusters
  Score: Raw -276628.876869 + Penalty 2653.650759 = -273975.226110
  nChanged 19
		SP:Iteration 21Q (103104.690000 sec): 3 clusters
  Score: Raw -276636.672641 + Penalty 2653.650759 = -273983.021882
  nChanged 17
		SP:Iteration 22Q (103104.850000 sec): 3 clusters
  Score: Raw -276645.819349 + Penalty 2653.650759 = -273992.168590
  nChanged 19
		SP:Iteration 23Q (103105.030000 sec): 3 clusters
  Score: Raw -276653.942486 + Penalty 2653.650759 = -274000.291726
  nChanged 17
		SP:Iteration 24Q (103105.170000 sec): 3 clusters
  Score: Raw -276660.802898 + Penalty 2653.650759 = -274007.152139
  nChanged 8
		SP:Iteration 25Q (103105.330000 sec): 3 clusters
  Score: Raw -276662.929191 + Penalty 2653.650759 = -274009.278432
  nChanged 7
		SP:Iteration 26Q (103105.490000 sec): 3 clusters
  Score: Raw -276665.203964 + Penalty 2653.650759 = -274011.553205
  nChanged 3
		SP:Iteration 27Q (103105.650000 sec): 3 clusters
  Score: Raw -276666.302921 + Penalty 2653.650759 = -274012.652161
  nChanged 3
		SP:Iteration 28Q (103105.810000 sec): 3 clusters
  Score: Raw -276666.768627 + Penalty 2653.650759 = -274013.117868
  nChanged 0
		SP:Iteration 29F (103105.970000 sec): 3 clusters
  Score: Raw -276666.768627 + Penalty 2653.650759 = -274013.117868
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 61 (2988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103106.070000 sec): 2 clusters
  Score: Raw -242757.960535 + Penalty 1300.383426 = -241457.577109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103106.230000 sec): 3 clusters
  Score: Raw -241342.132856 + Penalty 2600.766853 = -238741.366003
  nChanged 1115
		SP:Iteration 1F (103106.390000 sec): 3 clusters
  Score: Raw -242206.832437 + Penalty 2600.766853 = -239606.065585
  nChanged 314
		SP:Iteration 2F (103106.550000 sec): 3 clusters
  Score: Raw -242569.439751 + Penalty 2600.766853 = -239968.672898
  nChanged 264
		SP:Iteration 3F (103106.710000 sec): 3 clusters
  Score: Raw -242857.510864 + Penalty 2600.766853 = -240256.744011
  nChanged 188
		SP:Iteration 4F (103106.870000 sec): 3 clusters
  Score: Raw -243032.989760 + Penalty 2600.766853 = -240432.222908
  nChanged 144
		SP:Iteration 5Q (103107.030000 sec): 3 clusters
  Score: Raw -243140.836443 + Penalty 2600.766853 = -240540.069590
  nChanged 102
		SP:Iteration 6Q (103107.200000 sec): 3 clusters
  Score: Raw -243221.809519 + Penalty 2600.766853 = -240621.042667
  nChanged 86
		SP:Iteration 7Q (103107.360000 sec): 3 clusters
  Score: Raw -243283.513865 + Penalty 2600.766853 = -240682.747012
  nChanged 45
		SP:Iteration 8Q (103107.520000 sec): 3 clusters
  Score: Raw -243314.178929 + Penalty 2600.766853 = -240713.412077
  nChanged 40
		SP:Iteration 9Q (103107.690000 sec): 3 clusters
  Score: Raw -243329.300520 + Penalty 2600.766853 = -240728.533668
  nChanged 26
		SP:Iteration 10Q (103107.840000 sec): 3 clusters
  Score: Raw -243341.668836 + Penalty 2600.766853 = -240740.901984
  nChanged 23
		SP:Iteration 11Q (103108.000000 sec): 3 clusters
  Score: Raw -243353.825343 + Penalty 2600.766853 = -240753.058490
  nChanged 16
		SP:Iteration 12Q (103108.170000 sec): 3 clusters
  Score: Raw -243363.997017 + Penalty 2600.766853 = -240763.230165
  nChanged 15
		SP:Iteration 13Q (103108.330000 sec): 3 clusters
  Score: Raw -243370.020804 + Penalty 2600.766853 = -240769.253952
  nChanged 13
		SP:Iteration 14Q (103108.490000 sec): 3 clusters
  Score: Raw -243374.626537 + Penalty 2600.766853 = -240773.859684
  nChanged 9
		SP:Iteration 15Q (103108.660000 sec): 3 clusters
  Score: Raw -243377.839046 + Penalty 2600.766853 = -240777.072193
  nChanged 6
		SP:Iteration 16Q (103108.820000 sec): 3 clusters
  Score: Raw -243380.873692 + Penalty 2600.766853 = -240780.106839
  nChanged 7
		SP:Iteration 17Q (103108.980000 sec): 3 clusters
  Score: Raw -243383.968977 + Penalty 2600.766853 = -240783.202125
  nChanged 11
		SP:Iteration 18Q (103109.150000 sec): 3 clusters
  Score: Raw -243387.113280 + Penalty 2600.766853 = -240786.346427
  nChanged 4
		SP:Iteration 19Q (103109.310000 sec): 3 clusters
  Score: Raw -243388.596843 + Penalty 2600.766853 = -240787.829990
  nChanged 7
		SP:Iteration 20F (103109.480000 sec): 3 clusters
  Score: Raw -243390.543299 + Penalty 2600.766853 = -240789.776446
  nChanged 7
		SP:Iteration 21Q (103109.640000 sec): 3 clusters
  Score: Raw -243394.613127 + Penalty 2600.766853 = -240793.846274
  nChanged 9
		SP:Iteration 22Q (103109.800000 sec): 3 clusters
  Score: Raw -243397.663746 + Penalty 2600.766853 = -240796.896894
  nChanged 4
		SP:Iteration 23Q (103109.960000 sec): 3 clusters
  Score: Raw -243398.391065 + Penalty 2600.766853 = -240797.624212
  nChanged 4
		SP:Iteration 24Q (103110.130000 sec): 3 clusters
  Score: Raw -243399.924565 + Penalty 2600.766853 = -240799.157712
  nChanged 6
		SP:Iteration 25Q (103110.290000 sec): 3 clusters
  Score: Raw -243402.462875 + Penalty 2600.766853 = -240801.696022
  nChanged 5
		SP:Iteration 26Q (103110.450000 sec): 3 clusters
  Score: Raw -243404.156519 + Penalty 2600.766853 = -240803.389666
  nChanged 2
		SP:Iteration 27Q (103110.620000 sec): 3 clusters
  Score: Raw -243404.400716 + Penalty 2600.766853 = -240803.633864
  nChanged 0
		SP:Iteration 28F (103110.720000 sec): 3 clusters
  Score: Raw -243404.400716 + Penalty 2600.766853 = -240803.633864
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 62 (25469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103110.940000 sec): 2 clusters
  Score: Raw -2426999.711944 + Penalty 1648.597812 = -2425351.114132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103111.290000 sec): 3 clusters
  Score: Raw -2411504.040159 + Penalty 3297.195624 = -2408206.844535
  nChanged 11577
		SP:Iteration 1F (103111.650000 sec): 3 clusters
  Score: Raw -2417783.786594 + Penalty 3297.195624 = -2414486.590970
  nChanged 1369
		SP:Iteration 2F (103112.000000 sec): 3 clusters
  Score: Raw -2418435.387067 + Penalty 3297.195624 = -2415138.191442
  nChanged 1413
		SP:Iteration 3F (103112.360000 sec): 3 clusters
  Score: Raw -2419216.330647 + Penalty 3297.195624 = -2415919.135023
  nChanged 1541
		SP:Iteration 4F (103112.750000 sec): 3 clusters
  Score: Raw -2420168.252268 + Penalty 3297.195624 = -2416871.056643
  nChanged 1615
		SP:Iteration 5F (103113.040000 sec): 3 clusters
  Score: Raw -2421246.095509 + Penalty 3297.195624 = -2417948.899885
  nChanged 1524
		SP:Iteration 6F (103113.430000 sec): 3 clusters
  Score: Raw -2422413.706317 + Penalty 3297.195624 = -2419116.510692
  nChanged 1497
		SP:Iteration 7F (103113.780000 sec): 3 clusters
  Score: Raw -2423591.352038 + Penalty 3297.195624 = -2420294.156414
  nChanged 1356
		SP:Iteration 8F (103114.140000 sec): 3 clusters
  Score: Raw -2424633.581575 + Penalty 3297.195624 = -2421336.385950
  nChanged 1210
		SP:Iteration 9Q (103114.490000 sec): 3 clusters
  Score: Raw -2425544.810818 + Penalty 3297.195624 = -2422247.615194
  nChanged 1048
		SP:Iteration 10Q (103114.840000 sec): 3 clusters
  Score: Raw -2426299.169923 + Penalty 3297.195624 = -2423001.974298
  nChanged 880
		SP:Iteration 11Q (103115.200000 sec): 3 clusters
  Score: Raw -2426863.679280 + Penalty 3297.195624 = -2423566.483656
  nChanged 654
		SP:Iteration 12Q (103115.550000 sec): 3 clusters
  Score: Raw -2427231.395765 + Penalty 3297.195624 = -2423934.200140
  nChanged 507
		SP:Iteration 13Q (103115.910000 sec): 3 clusters
  Score: Raw -2427472.080973 + Penalty 3297.195624 = -2424174.885349
  nChanged 361
		SP:Iteration 14Q (103116.310000 sec): 3 clusters
  Score: Raw -2427607.003223 + Penalty 3297.195624 = -2424309.807599
  nChanged 254
		SP:Iteration 15Q (103116.620000 sec): 3 clusters
  Score: Raw -2427701.366696 + Penalty 3297.195624 = -2424404.171072
  nChanged 205
		SP:Iteration 16Q (103116.980000 sec): 3 clusters
  Score: Raw -2427773.886733 + Penalty 3297.195624 = -2424476.691109
  nChanged 149
		SP:Iteration 17Q (103117.330000 sec): 3 clusters
  Score: Raw -2427821.949118 + Penalty 3297.195624 = -2424524.753494
  nChanged 121
		SP:Iteration 18Q (103117.680000 sec): 3 clusters
  Score: Raw -2427858.675369 + Penalty 3297.195624 = -2424561.479745
  nChanged 96
		SP:Iteration 19Q (103118.040000 sec): 3 clusters
  Score: Raw -2427884.536836 + Penalty 3297.195624 = -2424587.341212
  nChanged 83
		SP:Iteration 20F (103118.400000 sec): 3 clusters
  Score: Raw -2427908.217676 + Penalty 3297.195624 = -2424611.022052
  nChanged 70
		SP:Iteration 21Q (103118.750000 sec): 3 clusters
  Score: Raw -2427925.897828 + Penalty 3297.195624 = -2424628.702204
  nChanged 45
		SP:Iteration 22Q (103119.110000 sec): 3 clusters
  Score: Raw -2427937.030047 + Penalty 3297.195624 = -2424639.834423
  nChanged 47
		SP:Iteration 23Q (103119.460000 sec): 3 clusters
  Score: Raw -2427948.809394 + Penalty 3297.195624 = -2424651.613770
  nChanged 37
		SP:Iteration 24Q (103119.820000 sec): 3 clusters
  Score: Raw -2427957.855414 + Penalty 3297.195624 = -2424660.659790
  nChanged 34
		SP:Iteration 25Q (103120.170000 sec): 3 clusters
  Score: Raw -2427965.722186 + Penalty 3297.195624 = -2424668.526562
  nChanged 34
		SP:Iteration 26Q (103120.530000 sec): 3 clusters
  Score: Raw -2427973.097702 + Penalty 3297.195624 = -2424675.902078
  nChanged 23
		SP:Iteration 27Q (103120.880000 sec): 3 clusters
  Score: Raw -2427977.701134 + Penalty 3297.195624 = -2424680.505510
  nChanged 19
		SP:Iteration 28Q (103121.230000 sec): 3 clusters
  Score: Raw -2427981.451179 + Penalty 3297.195624 = -2424684.255554
  nChanged 16
		SP:Iteration 29Q (103121.580000 sec): 3 clusters
  Score: Raw -2427984.608219 + Penalty 3297.195624 = -2424687.412594
  nChanged 13
		SP:Iteration 30Q (103121.930000 sec): 3 clusters
  Score: Raw -2427986.841023 + Penalty 3297.195624 = -2424689.645399
  nChanged 18
		SP:Iteration 31Q (103122.290000 sec): 3 clusters
  Score: Raw -2427990.263487 + Penalty 3297.195624 = -2424693.067863
  nChanged 15
		SP:Iteration 32Q (103122.640000 sec): 3 clusters
  Score: Raw -2427993.409545 + Penalty 3297.195624 = -2424696.213921
  nChanged 14
		SP:Iteration 33Q (103122.990000 sec): 3 clusters
  Score: Raw -2427996.119882 + Penalty 3297.195624 = -2424698.924258
  nChanged 12
		SP:Iteration 34Q (103123.340000 sec): 3 clusters
  Score: Raw -2427998.224208 + Penalty 3297.195624 = -2424701.028584
  nChanged 9
		SP:Iteration 35Q (103123.690000 sec): 3 clusters
  Score: Raw -2427999.628413 + Penalty 3297.195624 = -2424702.432789
  nChanged 5
		SP:Iteration 36Q (103124.040000 sec): 3 clusters
  Score: Raw -2428000.615819 + Penalty 3297.195624 = -2424703.420195
  nChanged 8
		SP:Iteration 37Q (103124.440000 sec): 3 clusters
  Score: Raw -2428002.172386 + Penalty 3297.195624 = -2424704.976762
  nChanged 4
		SP:Iteration 38Q (103124.710000 sec): 3 clusters
  Score: Raw -2428003.050779 + Penalty 3297.195624 = -2424705.855155
  nChanged 4
		SP:Iteration 39Q (103125.020000 sec): 3 clusters
  Score: Raw -2428003.857602 + Penalty 3297.195624 = -2424706.661977
  nChanged 5
		SP:Iteration 40F (103125.380000 sec): 3 clusters
  Score: Raw -2428004.777148 + Penalty 3297.195624 = -2424707.581523
  nChanged 7
		SP:Iteration 41Q (103125.730000 sec): 3 clusters
  Score: Raw -2428005.744147 + Penalty 3297.195624 = -2424708.548522
  nChanged 5
		SP:Iteration 42Q (103126.090000 sec): 3 clusters
  Score: Raw -2428006.577160 + Penalty 3297.195624 = -2424709.381536
  nChanged 0
		SP:Iteration 43F (103126.440000 sec): 3 clusters
  Score: Raw -2428006.577160 + Penalty 3297.195624 = -2424709.381536
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 63 (7098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103126.570000 sec): 2 clusters
  Score: Raw -606139.978388 + Penalty 1440.979854 = -604698.998534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103126.790000 sec): 3 clusters
  Score: Raw -602342.041847 + Penalty 2881.959708 = -599460.082138
  nChanged 2963
		SP:Iteration 1F (103126.990000 sec): 3 clusters
  Score: Raw -604281.705963 + Penalty 2881.959708 = -601399.746254
  nChanged 658
		SP:Iteration 2F (103127.190000 sec): 3 clusters
  Score: Raw -604823.304896 + Penalty 2881.959708 = -601941.345188
  nChanged 545
		SP:Iteration 3F (103127.390000 sec): 3 clusters
  Score: Raw -605244.344548 + Penalty 2881.959708 = -602362.384840
  nChanged 438
		SP:Iteration 4F (103127.600000 sec): 3 clusters
  Score: Raw -605591.562873 + Penalty 2881.959708 = -602709.603165
  nChanged 366
		SP:Iteration 5F (103127.800000 sec): 3 clusters
  Score: Raw -605843.375144 + Penalty 2881.959708 = -602961.415436
  nChanged 292
		SP:Iteration 6Q (103128.000000 sec): 3 clusters
  Score: Raw -606019.503016 + Penalty 2881.959708 = -603137.543308
  nChanged 205
		SP:Iteration 7Q (103128.200000 sec): 3 clusters
  Score: Raw -606127.302165 + Penalty 2881.959708 = -603245.342457
  nChanged 171
		SP:Iteration 8Q (103128.400000 sec): 3 clusters
  Score: Raw -606215.808616 + Penalty 2881.959708 = -603333.848908
  nChanged 140
		SP:Iteration 9Q (103128.600000 sec): 3 clusters
  Score: Raw -606304.069909 + Penalty 2881.959708 = -603422.110201
  nChanged 139
		SP:Iteration 10Q (103128.810000 sec): 3 clusters
  Score: Raw -606370.575012 + Penalty 2881.959708 = -603488.615304
  nChanged 111
		SP:Iteration 11Q (103129.010000 sec): 3 clusters
  Score: Raw -606432.196996 + Penalty 2881.959708 = -603550.237287
  nChanged 109
		SP:Iteration 12Q (103129.210000 sec): 3 clusters
  Score: Raw -606477.565419 + Penalty 2881.959708 = -603595.605711
  nChanged 98
		SP:Iteration 13Q (103129.410000 sec): 3 clusters
  Score: Raw -606518.765282 + Penalty 2881.959708 = -603636.805574
  nChanged 84
		SP:Iteration 14Q (103129.620000 sec): 3 clusters
  Score: Raw -606556.861657 + Penalty 2881.959708 = -603674.901949
  nChanged 65
		SP:Iteration 15Q (103129.820000 sec): 3 clusters
  Score: Raw -606580.625031 + Penalty 2881.959708 = -603698.665323
  nChanged 52
		SP:Iteration 16Q (103130.020000 sec): 3 clusters
  Score: Raw -606599.993165 + Penalty 2881.959708 = -603718.033457
  nChanged 40
		SP:Iteration 17Q (103130.220000 sec): 3 clusters
  Score: Raw -606613.048456 + Penalty 2881.959708 = -603731.088748
  nChanged 40
		SP:Iteration 18Q (103130.430000 sec): 3 clusters
  Score: Raw -606623.880608 + Penalty 2881.959708 = -603741.920899
  nChanged 34
		SP:Iteration 19Q (103130.630000 sec): 3 clusters
  Score: Raw -606634.170729 + Penalty 2881.959708 = -603752.211021
  nChanged 30
		SP:Iteration 20F (103130.830000 sec): 3 clusters
  Score: Raw -606641.842828 + Penalty 2881.959708 = -603759.883119
  nChanged 27
		SP:Iteration 21Q (103131.030000 sec): 3 clusters
  Score: Raw -606648.857778 + Penalty 2881.959708 = -603766.898070
  nChanged 25
		SP:Iteration 22Q (103131.240000 sec): 3 clusters
  Score: Raw -606658.499700 + Penalty 2881.959708 = -603776.539992
  nChanged 30
		SP:Iteration 23Q (103131.440000 sec): 3 clusters
  Score: Raw -606672.634208 + Penalty 2881.959708 = -603790.674500
  nChanged 31
		SP:Iteration 24Q (103131.640000 sec): 3 clusters
  Score: Raw -606687.878844 + Penalty 2881.959708 = -603805.919136
  nChanged 38
		SP:Iteration 25Q (103131.840000 sec): 3 clusters
  Score: Raw -606707.484113 + Penalty 2881.959708 = -603825.524404
  nChanged 36
		SP:Iteration 26Q (103132.050000 sec): 3 clusters
  Score: Raw -606721.535659 + Penalty 2881.959708 = -603839.575951
  nChanged 29
		SP:Iteration 27Q (103132.250000 sec): 3 clusters
  Score: Raw -606729.793873 + Penalty 2881.959708 = -603847.834165
  nChanged 30
		SP:Iteration 28Q (103132.450000 sec): 3 clusters
  Score: Raw -606738.540857 + Penalty 2881.959708 = -603856.581149
  nChanged 23
		SP:Iteration 29Q (103132.650000 sec): 3 clusters
  Score: Raw -606745.189326 + Penalty 2881.959708 = -603863.229618
  nChanged 21
		SP:Iteration 30Q (103132.860000 sec): 3 clusters
  Score: Raw -606751.610213 + Penalty 2881.959708 = -603869.650505
  nChanged 17
		SP:Iteration 31Q (103133.060000 sec): 3 clusters
  Score: Raw -606757.275518 + Penalty 2881.959708 = -603875.315809
  nChanged 18
		SP:Iteration 32Q (103133.260000 sec): 3 clusters
  Score: Raw -606765.734132 + Penalty 2881.959708 = -603883.774423
  nChanged 20
		SP:Iteration 33Q (103133.460000 sec): 3 clusters
  Score: Raw -606773.368941 + Penalty 2881.959708 = -603891.409233
  nChanged 17
		SP:Iteration 34Q (103133.670000 sec): 3 clusters
  Score: Raw -606780.089442 + Penalty 2881.959708 = -603898.129734
  nChanged 18
		SP:Iteration 35Q (103133.870000 sec): 3 clusters
  Score: Raw -606786.881103 + Penalty 2881.959708 = -603904.921394
  nChanged 18
		SP:Iteration 36Q (103134.070000 sec): 3 clusters
  Score: Raw -606793.365258 + Penalty 2881.959708 = -603911.405550
  nChanged 20
		SP:Iteration 37Q (103134.280000 sec): 3 clusters
  Score: Raw -606799.032126 + Penalty 2881.959708 = -603917.072418
  nChanged 16
		SP:Iteration 38Q (103134.480000 sec): 3 clusters
  Score: Raw -606803.482355 + Penalty 2881.959708 = -603921.522647
  nChanged 11
		SP:Iteration 39Q (103134.680000 sec): 3 clusters
  Score: Raw -606806.729706 + Penalty 2881.959708 = -603924.769997
  nChanged 12
		SP:Iteration 40F (103134.880000 sec): 3 clusters
  Score: Raw -606809.411971 + Penalty 2881.959708 = -603927.452262
  nChanged 11
		SP:Iteration 41Q (103135.080000 sec): 3 clusters
  Score: Raw -606813.566115 + Penalty 2881.959708 = -603931.606406
  nChanged 10
		SP:Iteration 42Q (103135.290000 sec): 3 clusters
  Score: Raw -606820.345322 + Penalty 2881.959708 = -603938.385614
  nChanged 15
		SP:Iteration 43Q (103135.490000 sec): 3 clusters
  Score: Raw -606826.208708 + Penalty 2881.959708 = -603944.248999
  nChanged 15
		SP:Iteration 44Q (103135.690000 sec): 3 clusters
  Score: Raw -606831.464683 + Penalty 2881.959708 = -603949.504974
  nChanged 11
		SP:Iteration 45Q (103135.900000 sec): 3 clusters
  Score: Raw -606833.059878 + Penalty 2881.959708 = -603951.100170
  nChanged 7
		SP:Iteration 46Q (103136.100000 sec): 3 clusters
  Score: Raw -606835.942980 + Penalty 2881.959708 = -603953.983272
  nChanged 11
		SP:Iteration 47Q (103136.300000 sec): 3 clusters
  Score: Raw -606839.502164 + Penalty 2881.959708 = -603957.542456
  nChanged 9
		SP:Iteration 48Q (103136.500000 sec): 3 clusters
  Score: Raw -606842.969995 + Penalty 2881.959708 = -603961.010286
  nChanged 10
		SP:Iteration 49Q (103136.710000 sec): 3 clusters
  Score: Raw -606846.119492 + Penalty 2881.959708 = -603964.159784
  nChanged 11
		SP:Iteration 50Q (103136.910000 sec): 3 clusters
  Score: Raw -606849.208396 + Penalty 2881.959708 = -603967.248688
  nChanged 12
		SP:Iteration 51Q (103137.110000 sec): 3 clusters
  Score: Raw -606852.181997 + Penalty 2881.959708 = -603970.222289
  nChanged 6
		SP:Iteration 52Q (103137.310000 sec): 3 clusters
  Score: Raw -606853.597554 + Penalty 2881.959708 = -603971.637846
  nChanged 1
		SP:Iteration 53Q (103137.520000 sec): 3 clusters
  Score: Raw -606853.946720 + Penalty 2881.959708 = -603971.987012
  nChanged 2
		SP:Iteration 54Q (103137.720000 sec): 3 clusters
  Score: Raw -606854.381135 + Penalty 2881.959708 = -603972.421426
  nChanged 3
		SP:Iteration 55Q (103137.920000 sec): 3 clusters
  Score: Raw -606855.264927 + Penalty 2881.959708 = -603973.305219
  nChanged 3
		SP:Iteration 56Q (103138.120000 sec): 3 clusters
  Score: Raw -606855.669744 + Penalty 2881.959708 = -603973.710035
  nChanged 4
		SP:Iteration 57Q (103138.330000 sec): 3 clusters
  Score: Raw -606856.197496 + Penalty 2881.959708 = -603974.237787
  nChanged 1
		SP:Iteration 58Q (103138.530000 sec): 3 clusters
  Score: Raw -606856.317892 + Penalty 2881.959708 = -603974.358184
  nChanged 0
		SP:Iteration 59F (103138.730000 sec): 3 clusters
  Score: Raw -606856.317892 + Penalty 2881.959708 = -603974.358184
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 64 (5936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103138.830000 sec): 2 clusters
  Score: Raw -406042.532854 + Penalty 1411.928503 = -404630.604351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103139.050000 sec): 3 clusters
  Score: Raw -402890.798297 + Penalty 2823.857005 = -400066.941292
  nChanged 2503
		SP:Iteration 1F (103139.220000 sec): 3 clusters
  Score: Raw -404586.827758 + Penalty 2823.857005 = -401762.970753
  nChanged 540
		SP:Iteration 2F (103139.410000 sec): 3 clusters
  Score: Raw -405021.532148 + Penalty 2823.857005 = -402197.675143
  nChanged 423
		SP:Iteration 3F (103139.610000 sec): 3 clusters
  Score: Raw -405347.910802 + Penalty 2823.857005 = -402524.053797
  nChanged 357
		SP:Iteration 4F (103139.770000 sec): 3 clusters
  Score: Raw -405589.083027 + Penalty 2823.857005 = -402765.226022
  nChanged 259
		SP:Iteration 5Q (103139.940000 sec): 3 clusters
  Score: Raw -405753.587115 + Penalty 2823.857005 = -402929.730110
  nChanged 208
		SP:Iteration 6Q (103140.110000 sec): 3 clusters
  Score: Raw -405874.568320 + Penalty 2823.857005 = -403050.711315
  nChanged 186
		SP:Iteration 7Q (103140.320000 sec): 3 clusters
  Score: Raw -405980.394501 + Penalty 2823.857005 = -403156.537496
  nChanged 172
		SP:Iteration 8Q (103140.460000 sec): 3 clusters
  Score: Raw -406071.972431 + Penalty 2823.857005 = -403248.115426
  nChanged 147
		SP:Iteration 9Q (103140.570000 sec): 3 clusters
  Score: Raw -406144.090376 + Penalty 2823.857005 = -403320.233371
  nChanged 118
		SP:Iteration 10Q (103140.670000 sec): 3 clusters
  Score: Raw -406195.323910 + Penalty 2823.857005 = -403371.466905
  nChanged 98
		SP:Iteration 11Q (103140.770000 sec): 3 clusters
  Score: Raw -406237.728710 + Penalty 2823.857005 = -403413.871705
  nChanged 77
		SP:Iteration 12Q (103140.870000 sec): 3 clusters
  Score: Raw -406268.768164 + Penalty 2823.857005 = -403444.911158
  nChanged 72
		SP:Iteration 13Q (103140.970000 sec): 3 clusters
  Score: Raw -406293.313193 + Penalty 2823.857005 = -403469.456188
  nChanged 65
		SP:Iteration 14Q (103141.070000 sec): 3 clusters
  Score: Raw -406315.180294 + Penalty 2823.857005 = -403491.323289
  nChanged 59
		SP:Iteration 15Q (103141.180000 sec): 3 clusters
  Score: Raw -406334.316997 + Penalty 2823.857005 = -403510.459992
  nChanged 49
		SP:Iteration 16Q (103141.370000 sec): 3 clusters
  Score: Raw -406349.472949 + Penalty 2823.857005 = -403525.615944
  nChanged 36
		SP:Iteration 17Q (103141.570000 sec): 3 clusters
  Score: Raw -406359.415338 + Penalty 2823.857005 = -403535.558333
  nChanged 41
		SP:Iteration 18Q (103141.750000 sec): 3 clusters
  Score: Raw -406370.084542 + Penalty 2823.857005 = -403546.227537
  nChanged 36
		SP:Iteration 19Q (103141.920000 sec): 3 clusters
  Score: Raw -406377.965276 + Penalty 2823.857005 = -403554.108271
  nChanged 27
		SP:Iteration 20F (103142.090000 sec): 3 clusters
  Score: Raw -406384.777904 + Penalty 2823.857005 = -403560.920899
  nChanged 18
		SP:Iteration 21Q (103142.300000 sec): 3 clusters
  Score: Raw -406389.746728 + Penalty 2823.857005 = -403565.889723
  nChanged 25
		SP:Iteration 22Q (103142.470000 sec): 3 clusters
  Score: Raw -406397.485105 + Penalty 2823.857005 = -403573.628100
  nChanged 28
		SP:Iteration 23Q (103142.630000 sec): 3 clusters
  Score: Raw -406403.155736 + Penalty 2823.857005 = -403579.298731
  nChanged 24
		SP:Iteration 24Q (103142.800000 sec): 3 clusters
  Score: Raw -406408.735307 + Penalty 2823.857005 = -403584.878302
  nChanged 21
		SP:Iteration 25Q (103142.970000 sec): 3 clusters
  Score: Raw -406414.388903 + Penalty 2823.857005 = -403590.531898
  nChanged 22
		SP:Iteration 26Q (103143.130000 sec): 3 clusters
  Score: Raw -406420.212691 + Penalty 2823.857005 = -403596.355686
  nChanged 28
		SP:Iteration 27Q (103143.300000 sec): 3 clusters
  Score: Raw -406427.366543 + Penalty 2823.857005 = -403603.509538
  nChanged 18
		SP:Iteration 28Q (103143.470000 sec): 3 clusters
  Score: Raw -406431.483878 + Penalty 2823.857005 = -403607.626873
  nChanged 18
		SP:Iteration 29Q (103143.630000 sec): 3 clusters
  Score: Raw -406435.759758 + Penalty 2823.857005 = -403611.902753
  nChanged 17
		SP:Iteration 30Q (103143.800000 sec): 3 clusters
  Score: Raw -406439.145844 + Penalty 2823.857005 = -403615.288839
  nChanged 12
		SP:Iteration 31Q (103143.960000 sec): 3 clusters
  Score: Raw -406441.236042 + Penalty 2823.857005 = -403617.379037
  nChanged 5
		SP:Iteration 32Q (103144.130000 sec): 3 clusters
  Score: Raw -406442.530314 + Penalty 2823.857005 = -403618.673309
  nChanged 10
		SP:Iteration 33Q (103144.290000 sec): 3 clusters
  Score: Raw -406445.557736 + Penalty 2823.857005 = -403621.700731
  nChanged 11
		SP:Iteration 34Q (103144.460000 sec): 3 clusters
  Score: Raw -406449.747080 + Penalty 2823.857005 = -403625.890075
  nChanged 10
		SP:Iteration 35Q (103144.630000 sec): 3 clusters
  Score: Raw -406451.462525 + Penalty 2823.857005 = -403627.605520
  nChanged 6
		SP:Iteration 36Q (103144.790000 sec): 3 clusters
  Score: Raw -406452.426953 + Penalty 2823.857005 = -403628.569948
  nChanged 4
		SP:Iteration 37Q (103144.960000 sec): 3 clusters
  Score: Raw -406453.435671 + Penalty 2823.857005 = -403629.578666
  nChanged 7
		SP:Iteration 38Q (103145.130000 sec): 3 clusters
  Score: Raw -406455.073064 + Penalty 2823.857005 = -403631.216059
  nChanged 10
		SP:Iteration 39Q (103145.290000 sec): 3 clusters
  Score: Raw -406457.009607 + Penalty 2823.857005 = -403633.152602
  nChanged 12
		SP:Iteration 40F (103145.460000 sec): 3 clusters
  Score: Raw -406461.383786 + Penalty 2823.857005 = -403637.526780
  nChanged 20
		SP:Iteration 41Q (103145.630000 sec): 3 clusters
  Score: Raw -406466.486878 + Penalty 2823.857005 = -403642.629873
  nChanged 22
		SP:Iteration 42Q (103145.800000 sec): 3 clusters
  Score: Raw -406471.686277 + Penalty 2823.857005 = -403647.829272
  nChanged 26
		SP:Iteration 43Q (103145.970000 sec): 3 clusters
  Score: Raw -406477.840401 + Penalty 2823.857005 = -403653.983396
  nChanged 26
		SP:Iteration 44Q (103146.130000 sec): 3 clusters
  Score: Raw -406484.246930 + Penalty 2823.857005 = -403660.389925
  nChanged 26
		SP:Iteration 45Q (103146.340000 sec): 3 clusters
  Score: Raw -406490.830052 + Penalty 2823.857005 = -403666.973047
  nChanged 28
		SP:Iteration 46Q (103146.510000 sec): 3 clusters
  Score: Raw -406497.108893 + Penalty 2823.857005 = -403673.251888
  nChanged 23
		SP:Iteration 47Q (103146.680000 sec): 3 clusters
  Score: Raw -406502.919328 + Penalty 2823.857005 = -403679.062323
  nChanged 21
		SP:Iteration 48Q (103146.850000 sec): 3 clusters
  Score: Raw -406507.019776 + Penalty 2823.857005 = -403683.162771
  nChanged 20
		SP:Iteration 49Q (103147.010000 sec): 3 clusters
  Score: Raw -406510.995239 + Penalty 2823.857005 = -403687.138234
  nChanged 15
		SP:Iteration 50Q (103147.180000 sec): 3 clusters
  Score: Raw -406514.098672 + Penalty 2823.857005 = -403690.241667
  nChanged 13
		SP:Iteration 51Q (103147.350000 sec): 3 clusters
  Score: Raw -406518.010437 + Penalty 2823.857005 = -403694.153432
  nChanged 20
		SP:Iteration 52Q (103147.510000 sec): 3 clusters
  Score: Raw -406524.761456 + Penalty 2823.857005 = -403700.904450
  nChanged 26
		SP:Iteration 53Q (103147.680000 sec): 3 clusters
  Score: Raw -406532.818655 + Penalty 2823.857005 = -403708.961650
  nChanged 21
		SP:Iteration 54Q (103147.850000 sec): 3 clusters
  Score: Raw -406539.385487 + Penalty 2823.857005 = -403715.528482
  nChanged 23
		SP:Iteration 55Q (103148.010000 sec): 3 clusters
  Score: Raw -406546.844064 + Penalty 2823.857005 = -403722.987059
  nChanged 25
		SP:Iteration 56Q (103148.210000 sec): 3 clusters
  Score: Raw -406556.005554 + Penalty 2823.857005 = -403732.148549
  nChanged 30
		SP:Iteration 57Q (103148.400000 sec): 3 clusters
  Score: Raw -406563.534059 + Penalty 2823.857005 = -403739.677054
  nChanged 19
		SP:Iteration 58Q (103148.570000 sec): 3 clusters
  Score: Raw -406567.000021 + Penalty 2823.857005 = -403743.143016
  nChanged 12
		SP:Iteration 59Q (103148.730000 sec): 3 clusters
  Score: Raw -406569.543808 + Penalty 2823.857005 = -403745.686803
  nChanged 12
		SP:Iteration 60F (103148.900000 sec): 3 clusters
  Score: Raw -406571.868284 + Penalty 2823.857005 = -403748.011279
  nChanged 11
		SP:Iteration 61Q (103149.070000 sec): 3 clusters
  Score: Raw -406574.268576 + Penalty 2823.857005 = -403750.411571
  nChanged 13
		SP:Iteration 62Q (103149.230000 sec): 3 clusters
  Score: Raw -406575.997086 + Penalty 2823.857005 = -403752.140081
  nChanged 10
		SP:Iteration 63Q (103149.400000 sec): 3 clusters
  Score: Raw -406578.361038 + Penalty 2823.857005 = -403754.504033
  nChanged 13
		SP:Iteration 64Q (103149.570000 sec): 3 clusters
  Score: Raw -406581.854933 + Penalty 2823.857005 = -403757.997928
  nChanged 17
		SP:Iteration 65Q (103149.740000 sec): 3 clusters
  Score: Raw -406586.643698 + Penalty 2823.857005 = -403762.786692
  nChanged 20
		SP:Iteration 66Q (103149.910000 sec): 3 clusters
  Score: Raw -406591.961247 + Penalty 2823.857005 = -403768.104242
  nChanged 19
		SP:Iteration 67Q (103150.070000 sec): 3 clusters
  Score: Raw -406595.758443 + Penalty 2823.857005 = -403771.901438
  nChanged 6
		SP:Iteration 68Q (103150.240000 sec): 3 clusters
  Score: Raw -406596.962781 + Penalty 2823.857005 = -403773.105776
  nChanged 4
		SP:Iteration 69Q (103150.410000 sec): 3 clusters
  Score: Raw -406597.734420 + Penalty 2823.857005 = -403773.877415
  nChanged 3
		SP:Iteration 70Q (103150.580000 sec): 3 clusters
  Score: Raw -406598.045648 + Penalty 2823.857005 = -403774.188643
  nChanged 2
		SP:Iteration 71Q (103150.740000 sec): 3 clusters
  Score: Raw -406598.342708 + Penalty 2823.857005 = -403774.485703
  nChanged 4
		SP:Iteration 72Q (103150.910000 sec): 3 clusters
  Score: Raw -406599.174165 + Penalty 2823.857005 = -403775.317160
  nChanged 3
		SP:Iteration 73Q (103151.130000 sec): 3 clusters
  Score: Raw -406599.530242 + Penalty 2823.857005 = -403775.673237
  nChanged 5
		SP:Iteration 74Q (103151.320000 sec): 3 clusters
  Score: Raw -406600.658427 + Penalty 2823.857005 = -403776.801422
  nChanged 3
		SP:Iteration 75Q (103151.420000 sec): 3 clusters
  Score: Raw -406601.135408 + Penalty 2823.857005 = -403777.278403
  nChanged 2
		SP:Iteration 76Q (103151.520000 sec): 3 clusters
  Score: Raw -406601.580498 + Penalty 2823.857005 = -403777.723493
  nChanged 2
		SP:Iteration 77Q (103151.720000 sec): 3 clusters
  Score: Raw -406601.771889 + Penalty 2823.857005 = -403777.914884
  nChanged 1
		SP:Iteration 78Q (103151.940000 sec): 3 clusters
  Score: Raw -406601.835070 + Penalty 2823.857005 = -403777.978065
  nChanged 1
		SP:Iteration 79Q (103152.110000 sec): 3 clusters
  Score: Raw -406601.916293 + Penalty 2823.857005 = -403778.059288
  nChanged 1
		SP:Iteration 80F (103152.290000 sec): 3 clusters
  Score: Raw -406602.021238 + Penalty 2823.857005 = -403778.164233
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 65 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103152.370000 sec): 2 clusters
  Score: Raw -99705.076723 + Penalty 1147.327409 = -98557.749313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103152.550000 sec): 3 clusters
  Score: Raw -99298.682924 + Penalty 2294.654819 = -97004.028105
  nChanged 385
		SP:Iteration 1F (103152.720000 sec): 3 clusters
  Score: Raw -99655.136771 + Penalty 2294.654819 = -97360.481952
  nChanged 110
		SP:Iteration 2F (103152.900000 sec): 3 clusters
  Score: Raw -99793.959495 + Penalty 2294.654819 = -97499.304676
  nChanged 63
		SP:Iteration 3F (103153.070000 sec): 3 clusters
  Score: Raw -99885.775922 + Penalty 2294.654819 = -97591.121103
  nChanged 48
		SP:Iteration 4Q (103153.250000 sec): 3 clusters
  Score: Raw -99941.592301 + Penalty 2294.654819 = -97646.937482
  nChanged 43
		SP:Iteration 5Q (103153.430000 sec): 3 clusters
  Score: Raw -99981.760887 + Penalty 2294.654819 = -97687.106068
  nChanged 29
		SP:Iteration 6Q (103153.600000 sec): 3 clusters
  Score: Raw -100019.711639 + Penalty 2294.654819 = -97725.056820
  nChanged 28
		SP:Iteration 7Q (103153.780000 sec): 3 clusters
  Score: Raw -100057.960647 + Penalty 2294.654819 = -97763.305828
  nChanged 23
		SP:Iteration 8Q (103153.950000 sec): 3 clusters
  Score: Raw -100082.038210 + Penalty 2294.654819 = -97787.383391
  nChanged 15
		SP:Iteration 9Q (103154.130000 sec): 3 clusters
  Score: Raw -100093.584871 + Penalty 2294.654819 = -97798.930052
  nChanged 10
		SP:Iteration 10Q (103154.310000 sec): 3 clusters
  Score: Raw -100103.857951 + Penalty 2294.654819 = -97809.203132
  nChanged 7
		SP:Iteration 11Q (103154.480000 sec): 3 clusters
  Score: Raw -100111.202681 + Penalty 2294.654819 = -97816.547862
  nChanged 3
		SP:Iteration 12Q (103154.660000 sec): 3 clusters
  Score: Raw -100114.346228 + Penalty 2294.654819 = -97819.691409
  nChanged 1
		SP:Iteration 13Q (103154.830000 sec): 3 clusters
  Score: Raw -100115.020788 + Penalty 2294.654819 = -97820.365969
  nChanged 0
		SP:Iteration 14F (103154.930000 sec): 3 clusters
  Score: Raw -100115.020788 + Penalty 2294.654819 = -97820.365969
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 66 (10455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103155.070000 sec): 2 clusters
  Score: Raw -883954.473153 + Penalty 1503.910787 = -882450.562366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103155.280000 sec): 3 clusters
  Score: Raw -878031.363545 + Penalty 3007.821574 = -875023.541971
  nChanged 4543
		SP:Iteration 1F (103155.470000 sec): 3 clusters
  Score: Raw -880687.507938 + Penalty 3007.821574 = -877679.686364
  nChanged 792
		SP:Iteration 2F (103155.780000 sec): 3 clusters
  Score: Raw -881196.521888 + Penalty 3007.821574 = -878188.700314
  nChanged 741
		SP:Iteration 3F (103155.930000 sec): 3 clusters
  Score: Raw -881679.399310 + Penalty 3007.821574 = -878671.577736
  nChanged 639
		SP:Iteration 4F (103156.190000 sec): 3 clusters
  Score: Raw -882079.031148 + Penalty 3007.821574 = -879071.209574
  nChanged 564
		SP:Iteration 5F (103156.410000 sec): 3 clusters
  Score: Raw -882397.268965 + Penalty 3007.821574 = -879389.447391
  nChanged 483
		SP:Iteration 6Q (103156.630000 sec): 3 clusters
  Score: Raw -882631.917295 + Penalty 3007.821574 = -879624.095721
  nChanged 391
		SP:Iteration 7Q (103156.850000 sec): 3 clusters
  Score: Raw -882811.611568 + Penalty 3007.821574 = -879803.789994
  nChanged 322
		SP:Iteration 8Q (103157.060000 sec): 3 clusters
  Score: Raw -882931.479867 + Penalty 3007.821574 = -879923.658294
  nChanged 265
		SP:Iteration 9Q (103157.280000 sec): 3 clusters
  Score: Raw -883025.235708 + Penalty 3007.821574 = -880017.414134
  nChanged 216
		SP:Iteration 10Q (103157.500000 sec): 3 clusters
  Score: Raw -883085.575316 + Penalty 3007.821574 = -880077.753742
  nChanged 161
		SP:Iteration 11Q (103157.760000 sec): 3 clusters
  Score: Raw -883133.935018 + Penalty 3007.821574 = -880126.113444
  nChanged 161
		SP:Iteration 12Q (103158.030000 sec): 3 clusters
  Score: Raw -883182.465869 + Penalty 3007.821574 = -880174.644295
  nChanged 153
		SP:Iteration 13Q (103158.250000 sec): 3 clusters
  Score: Raw -883234.718107 + Penalty 3007.821574 = -880226.896533
  nChanged 150
		SP:Iteration 14Q (103158.470000 sec): 3 clusters
  Score: Raw -883278.346093 + Penalty 3007.821574 = -880270.524519
  nChanged 133
		SP:Iteration 15Q (103158.730000 sec): 3 clusters
  Score: Raw -883316.613077 + Penalty 3007.821574 = -880308.791503
  nChanged 127
		SP:Iteration 16Q (103158.950000 sec): 3 clusters
  Score: Raw -883346.311947 + Penalty 3007.821574 = -880338.490374
  nChanged 92
		SP:Iteration 17Q (103159.160000 sec): 3 clusters
  Score: Raw -883366.341703 + Penalty 3007.821574 = -880358.520129
  nChanged 80
		SP:Iteration 18Q (103159.430000 sec): 3 clusters
  Score: Raw -883388.846006 + Penalty 3007.821574 = -880381.024432
  nChanged 83
		SP:Iteration 19Q (103159.680000 sec): 3 clusters
  Score: Raw -883408.663233 + Penalty 3007.821574 = -880400.841660
  nChanged 74
		SP:Iteration 20F (103159.930000 sec): 3 clusters
  Score: Raw -883424.167009 + Penalty 3007.821574 = -880416.345435
  nChanged 68
		SP:Iteration 21Q (103160.150000 sec): 3 clusters
  Score: Raw -883437.614387 + Penalty 3007.821574 = -880429.792813
  nChanged 68
		SP:Iteration 22Q (103160.370000 sec): 3 clusters
  Score: Raw -883447.955654 + Penalty 3007.821574 = -880440.134080
  nChanged 52
		SP:Iteration 23Q (103160.590000 sec): 3 clusters
  Score: Raw -883455.484238 + Penalty 3007.821574 = -880447.662664
  nChanged 43
		SP:Iteration 24Q (103160.810000 sec): 3 clusters
  Score: Raw -883462.320002 + Penalty 3007.821574 = -880454.498428
  nChanged 47
		SP:Iteration 25Q (103161.030000 sec): 3 clusters
  Score: Raw -883468.563634 + Penalty 3007.821574 = -880460.742061
  nChanged 38
		SP:Iteration 26Q (103161.250000 sec): 3 clusters
  Score: Raw -883474.955223 + Penalty 3007.821574 = -880467.133649
  nChanged 30
		SP:Iteration 27Q (103161.470000 sec): 3 clusters
  Score: Raw -883479.980488 + Penalty 3007.821574 = -880472.158914
  nChanged 36
		SP:Iteration 28Q (103161.730000 sec): 3 clusters
  Score: Raw -883484.916625 + Penalty 3007.821574 = -880477.095051
  nChanged 27
		SP:Iteration 29Q (103162.040000 sec): 3 clusters
  Score: Raw -883488.180535 + Penalty 3007.821574 = -880480.358961
  nChanged 26
		SP:Iteration 30Q (103162.230000 sec): 3 clusters
  Score: Raw -883491.643583 + Penalty 3007.821574 = -880483.822009
  nChanged 23
		SP:Iteration 31Q (103162.450000 sec): 3 clusters
  Score: Raw -883494.632703 + Penalty 3007.821574 = -880486.811129
  nChanged 24
		SP:Iteration 32Q (103162.670000 sec): 3 clusters
  Score: Raw -883497.822760 + Penalty 3007.821574 = -880490.001187
  nChanged 18
		SP:Iteration 33Q (103162.890000 sec): 3 clusters
  Score: Raw -883500.807197 + Penalty 3007.821574 = -880492.985623
  nChanged 20
		SP:Iteration 34Q (103163.110000 sec): 3 clusters
  Score: Raw -883503.043499 + Penalty 3007.821574 = -880495.221925
  nChanged 14
		SP:Iteration 35Q (103163.330000 sec): 3 clusters
  Score: Raw -883505.243056 + Penalty 3007.821574 = -880497.421482
  nChanged 15
		SP:Iteration 36Q (103163.550000 sec): 3 clusters
  Score: Raw -883507.364115 + Penalty 3007.821574 = -880499.542541
  nChanged 13
		SP:Iteration 37Q (103163.810000 sec): 3 clusters
  Score: Raw -883509.502329 + Penalty 3007.821574 = -880501.680756
  nChanged 11
		SP:Iteration 38Q (103164.070000 sec): 3 clusters
  Score: Raw -883511.223448 + Penalty 3007.821574 = -880503.401874
  nChanged 19
		SP:Iteration 39Q (103164.290000 sec): 3 clusters
  Score: Raw -883514.480285 + Penalty 3007.821574 = -880506.658712
  nChanged 25
		SP:Iteration 40F (103164.510000 sec): 3 clusters
  Score: Raw -883517.675753 + Penalty 3007.821574 = -880509.854179
  nChanged 23
		SP:Iteration 41Q (103164.740000 sec): 3 clusters
  Score: Raw -883520.411412 + Penalty 3007.821574 = -880512.589838
  nChanged 16
		SP:Iteration 42Q (103164.960000 sec): 3 clusters
  Score: Raw -883521.870886 + Penalty 3007.821574 = -880514.049312
  nChanged 11
		SP:Iteration 43Q (103165.180000 sec): 3 clusters
  Score: Raw -883522.911786 + Penalty 3007.821574 = -880515.090212
  nChanged 11
		SP:Iteration 44Q (103165.400000 sec): 3 clusters
  Score: Raw -883524.534088 + Penalty 3007.821574 = -880516.712514
  nChanged 10
		SP:Iteration 45Q (103165.630000 sec): 3 clusters
  Score: Raw -883525.734152 + Penalty 3007.821574 = -880517.912578
  nChanged 12
		SP:Iteration 46Q (103165.850000 sec): 3 clusters
  Score: Raw -883527.502939 + Penalty 3007.821574 = -880519.681365
  nChanged 14
		SP:Iteration 47Q (103166.070000 sec): 3 clusters
  Score: Raw -883529.998982 + Penalty 3007.821574 = -880522.177408
  nChanged 20
		SP:Iteration 48Q (103166.290000 sec): 3 clusters
  Score: Raw -883533.203216 + Penalty 3007.821574 = -880525.381642
  nChanged 24
		SP:Iteration 49Q (103166.510000 sec): 3 clusters
  Score: Raw -883537.065861 + Penalty 3007.821574 = -880529.244287
  nChanged 18
		SP:Iteration 50Q (103166.730000 sec): 3 clusters
  Score: Raw -883539.332898 + Penalty 3007.821574 = -880531.511324
  nChanged 17
		SP:Iteration 51Q (103166.960000 sec): 3 clusters
  Score: Raw -883541.731202 + Penalty 3007.821574 = -880533.909628
  nChanged 24
		SP:Iteration 52Q (103167.220000 sec): 3 clusters
  Score: Raw -883545.191665 + Penalty 3007.821574 = -880537.370091
  nChanged 18
		SP:Iteration 53Q (103167.390000 sec): 3 clusters
  Score: Raw -883547.222296 + Penalty 3007.821574 = -880539.400722
  nChanged 17
		SP:Iteration 54Q (103167.610000 sec): 3 clusters
  Score: Raw -883548.751294 + Penalty 3007.821574 = -880540.929720
  nChanged 10
		SP:Iteration 55Q (103167.830000 sec): 3 clusters
  Score: Raw -883549.616354 + Penalty 3007.821574 = -880541.794780
  nChanged 10
		SP:Iteration 56Q (103168.050000 sec): 3 clusters
  Score: Raw -883550.566618 + Penalty 3007.821574 = -880542.745044
  nChanged 11
		SP:Iteration 57Q (103168.280000 sec): 3 clusters
  Score: Raw -883551.696032 + Penalty 3007.821574 = -880543.874458
  nChanged 6
		SP:Iteration 58Q (103168.500000 sec): 3 clusters
  Score: Raw -883552.147401 + Penalty 3007.821574 = -880544.325827
  nChanged 6
		SP:Iteration 59Q (103168.720000 sec): 3 clusters
  Score: Raw -883552.981921 + Penalty 3007.821574 = -880545.160347
  nChanged 9
		SP:Iteration 60F (103168.930000 sec): 3 clusters
  Score: Raw -883554.006169 + Penalty 3007.821574 = -880546.184595
  nChanged 7
		SP:Iteration 61Q (103169.150000 sec): 3 clusters
  Score: Raw -883554.707084 + Penalty 3007.821574 = -880546.885510
  nChanged 7
		SP:Iteration 62Q (103169.370000 sec): 3 clusters
  Score: Raw -883555.343268 + Penalty 3007.821574 = -880547.521694
  nChanged 7
		SP:Iteration 63Q (103169.590000 sec): 3 clusters
  Score: Raw -883555.864238 + Penalty 3007.821574 = -880548.042664
  nChanged 4
		SP:Iteration 64Q (103169.810000 sec): 3 clusters
  Score: Raw -883556.294422 + Penalty 3007.821574 = -880548.472848
  nChanged 6
		SP:Iteration 65Q (103170.030000 sec): 3 clusters
  Score: Raw -883557.089588 + Penalty 3007.821574 = -880549.268014
  nChanged 9
		SP:Iteration 66Q (103170.250000 sec): 3 clusters
  Score: Raw -883558.507590 + Penalty 3007.821574 = -880550.686016
  nChanged 10
		SP:Iteration 67Q (103170.470000 sec): 3 clusters
  Score: Raw -883559.594007 + Penalty 3007.821574 = -880551.772433
  nChanged 10
		SP:Iteration 68Q (103170.690000 sec): 3 clusters
  Score: Raw -883560.498842 + Penalty 3007.821574 = -880552.677268
  nChanged 5
		SP:Iteration 69Q (103170.910000 sec): 3 clusters
  Score: Raw -883561.203111 + Penalty 3007.821574 = -880553.381537
  nChanged 12
		SP:Iteration 70Q (103171.140000 sec): 3 clusters
  Score: Raw -883563.434056 + Penalty 3007.821574 = -880555.612482
  nChanged 20
		SP:Iteration 71Q (103171.360000 sec): 3 clusters
  Score: Raw -883566.494222 + Penalty 3007.821574 = -880558.672648
  nChanged 24
		SP:Iteration 72Q (103171.580000 sec): 3 clusters
  Score: Raw -883569.194107 + Penalty 3007.821574 = -880561.372533
  nChanged 19
		SP:Iteration 73Q (103171.800000 sec): 3 clusters
  Score: Raw -883572.036435 + Penalty 3007.821574 = -880564.214861
  nChanged 27
		SP:Iteration 74Q (103172.020000 sec): 3 clusters
  Score: Raw -883575.444435 + Penalty 3007.821574 = -880567.622861
  nChanged 16
		SP:Iteration 75Q (103172.240000 sec): 3 clusters
  Score: Raw -883576.880414 + Penalty 3007.821574 = -880569.058840
  nChanged 11
		SP:Iteration 76Q (103172.560000 sec): 3 clusters
  Score: Raw -883577.990177 + Penalty 3007.821574 = -880570.168603
  nChanged 10
		SP:Iteration 77Q (103172.700000 sec): 3 clusters
  Score: Raw -883579.078474 + Penalty 3007.821574 = -880571.256900
  nChanged 7
		SP:Iteration 78Q (103172.920000 sec): 3 clusters
  Score: Raw -883579.843257 + Penalty 3007.821574 = -880572.021683
  nChanged 4
		SP:Iteration 79Q (103173.140000 sec): 3 clusters
  Score: Raw -883580.155073 + Penalty 3007.821574 = -880572.333499
  nChanged 7
		SP:Iteration 80F (103173.360000 sec): 3 clusters
  Score: Raw -883580.821175 + Penalty 3007.821574 = -880572.999601
  nChanged 5
		SP:Iteration 81Q (103173.580000 sec): 3 clusters
  Score: Raw -883581.235620 + Penalty 3007.821574 = -880573.414046
  nChanged 3
		SP:Iteration 82Q (103173.800000 sec): 3 clusters
  Score: Raw -883581.754930 + Penalty 3007.821574 = -880573.933356
  nChanged 7
		SP:Iteration 83Q (103174.020000 sec): 3 clusters
  Score: Raw -883582.694714 + Penalty 3007.821574 = -880574.873140
  nChanged 3
		SP:Iteration 84Q (103174.240000 sec): 3 clusters
  Score: Raw -883582.953092 + Penalty 3007.821574 = -880575.131518
  nChanged 4
		SP:Iteration 85Q (103174.460000 sec): 3 clusters
  Score: Raw -883583.454915 + Penalty 3007.821574 = -880575.633341
  nChanged 5
		SP:Iteration 86Q (103174.680000 sec): 3 clusters
  Score: Raw -883583.868449 + Penalty 3007.821574 = -880576.046875
  nChanged 3
		SP:Iteration 87Q (103175.000000 sec): 3 clusters
  Score: Raw -883584.191684 + Penalty 3007.821574 = -880576.370110
  nChanged 2
		SP:Iteration 88Q (103175.140000 sec): 3 clusters
  Score: Raw -883584.424214 + Penalty 3007.821574 = -880576.602640
  nChanged 4
		SP:Iteration 89Q (103175.360000 sec): 3 clusters
  Score: Raw -883584.819640 + Penalty 3007.821574 = -880576.998067
  nChanged 2
		SP:Iteration 90Q (103175.580000 sec): 3 clusters
  Score: Raw -883584.977908 + Penalty 3007.821574 = -880577.156334
  nChanged 2
		SP:Iteration 91Q (103175.800000 sec): 3 clusters
  Score: Raw -883585.294083 + Penalty 3007.821574 = -880577.472509
  nChanged 5
		SP:Iteration 92Q (103176.020000 sec): 3 clusters
  Score: Raw -883585.900023 + Penalty 3007.821574 = -880578.078449
  nChanged 5
		SP:Iteration 93Q (103176.240000 sec): 3 clusters
  Score: Raw -883586.343301 + Penalty 3007.821574 = -880578.521727
  nChanged 6
		SP:Iteration 94Q (103176.460000 sec): 3 clusters
  Score: Raw -883587.327157 + Penalty 3007.821574 = -880579.505584
  nChanged 9
		SP:Iteration 95Q (103176.680000 sec): 3 clusters
  Score: Raw -883588.331020 + Penalty 3007.821574 = -880580.509446
  nChanged 7
		SP:Iteration 96Q (103176.900000 sec): 3 clusters
  Score: Raw -883588.685237 + Penalty 3007.821574 = -880580.863663
  nChanged 1
		SP:Iteration 97Q (103177.130000 sec): 3 clusters
  Score: Raw -883588.730725 + Penalty 3007.821574 = -880580.909151
  nChanged 2
		SP:Iteration 98Q (103177.350000 sec): 3 clusters
  Score: Raw -883588.788984 + Penalty 3007.821574 = -880580.967410
  nChanged 0
		SP:Iteration 99F (103177.570000 sec): 3 clusters
  Score: Raw -883588.788984 + Penalty 3007.821574 = -880580.967410
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 67 (874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103177.670000 sec): 2 clusters
  Score: Raw -66768.082527 + Penalty 1100.625561 = -65667.456966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103177.840000 sec): 3 clusters
  Score: Raw -66540.434105 + Penalty 2201.251122 = -64339.182983
  nChanged 249
		SP:Iteration 1F (103178.020000 sec): 3 clusters
  Score: Raw -66821.448510 + Penalty 2201.251122 = -64620.197388
  nChanged 67
		SP:Iteration 2F (103178.190000 sec): 3 clusters
  Score: Raw -66901.787062 + Penalty 2201.251122 = -64700.535940
  nChanged 40
		SP:Iteration 3Q (103178.360000 sec): 3 clusters
  Score: Raw -66964.880467 + Penalty 2201.251122 = -64763.629345
  nChanged 41
		SP:Iteration 4Q (103178.500000 sec): 3 clusters
  Score: Raw -67043.334707 + Penalty 2201.251122 = -64842.083585
  nChanged 49
		SP:Iteration 5F (103178.680000 sec): 3 clusters
  Score: Raw -67144.477925 + Penalty 2201.251122 = -64943.226803
  nChanged 45
		SP:Iteration 6F (103178.850000 sec): 3 clusters
  Score: Raw -67236.781154 + Penalty 2201.251122 = -65035.530032
  nChanged 33
		SP:Iteration 7Q (103179.030000 sec): 3 clusters
  Score: Raw -67308.137168 + Penalty 2201.251122 = -65106.886046
  nChanged 33
		SP:Iteration 8Q (103179.210000 sec): 3 clusters
  Score: Raw -67387.336292 + Penalty 2201.251122 = -65186.085170
  nChanged 23
		SP:Iteration 9Q (103179.380000 sec): 3 clusters
  Score: Raw -67459.785469 + Penalty 2201.251122 = -65258.534347
  nChanged 16
		SP:Iteration 10Q (103179.550000 sec): 3 clusters
  Score: Raw -67511.347036 + Penalty 2201.251122 = -65310.095914
  nChanged 17
		SP:Iteration 11Q (103179.730000 sec): 3 clusters
  Score: Raw -67541.986631 + Penalty 2201.251122 = -65340.735509
  nChanged 9
		SP:Iteration 12Q (103179.910000 sec): 3 clusters
  Score: Raw -67552.566656 + Penalty 2201.251122 = -65351.315534
  nChanged 10
		SP:Iteration 13Q (103180.080000 sec): 3 clusters
  Score: Raw -67572.405526 + Penalty 2201.251122 = -65371.154404
  nChanged 9
		SP:Iteration 14Q (103180.260000 sec): 3 clusters
  Score: Raw -67590.969749 + Penalty 2201.251122 = -65389.718627
  nChanged 7
		SP:Iteration 15Q (103180.430000 sec): 3 clusters
  Score: Raw -67598.817452 + Penalty 2201.251122 = -65397.566330
  nChanged 3
		SP:Iteration 16Q (103180.610000 sec): 3 clusters
  Score: Raw -67604.156228 + Penalty 2201.251122 = -65402.905106
  nChanged 1
		SP:Iteration 17Q (103180.790000 sec): 3 clusters
  Score: Raw -67605.305856 + Penalty 2201.251122 = -65404.054734
  nChanged 2
		SP:Iteration 18Q (103180.960000 sec): 3 clusters
  Score: Raw -67607.694060 + Penalty 2201.251122 = -65406.442938
  nChanged 2
		SP:Iteration 19Q (103181.140000 sec): 3 clusters
  Score: Raw -67610.026800 + Penalty 2201.251122 = -65408.775678
  nChanged 0
		SP:Iteration 20F (103181.310000 sec): 3 clusters
  Score: Raw -67610.026800 + Penalty 2201.251122 = -65408.775678
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 68 (2498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103181.390000 sec): 2 clusters
  Score: Raw -208232.718484 + Penalty 1271.277425 = -206961.441059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103181.570000 sec): 3 clusters
  Score: Raw -207141.769619 + Penalty 2542.554849 = -204599.214770
  nChanged 907
		SP:Iteration 1F (103181.740000 sec): 3 clusters
  Score: Raw -207749.562034 + Penalty 2542.554849 = -205207.007185
  nChanged 213
		SP:Iteration 2F (103181.910000 sec): 3 clusters
  Score: Raw -207892.443812 + Penalty 2542.554849 = -205349.888963
  nChanged 133
		SP:Iteration 3F (103182.090000 sec): 3 clusters
  Score: Raw -207978.507036 + Penalty 2542.554849 = -205435.952187
  nChanged 98
		SP:Iteration 4Q (103182.270000 sec): 3 clusters
  Score: Raw -208044.772035 + Penalty 2542.554849 = -205502.217185
  nChanged 71
		SP:Iteration 5Q (103182.440000 sec): 3 clusters
  Score: Raw -208087.262706 + Penalty 2542.554849 = -205544.707856
  nChanged 64
		SP:Iteration 6Q (103182.620000 sec): 3 clusters
  Score: Raw -208122.648053 + Penalty 2542.554849 = -205580.093204
  nChanged 57
		SP:Iteration 7Q (103182.790000 sec): 3 clusters
  Score: Raw -208160.670859 + Penalty 2542.554849 = -205618.116009
  nChanged 60
		SP:Iteration 8Q (103182.970000 sec): 3 clusters
  Score: Raw -208200.284140 + Penalty 2542.554849 = -205657.729290
  nChanged 54
		SP:Iteration 9Q (103183.130000 sec): 3 clusters
  Score: Raw -208233.624304 + Penalty 2542.554849 = -205691.069455
  nChanged 51
		SP:Iteration 10Q (103183.300000 sec): 3 clusters
  Score: Raw -208263.660496 + Penalty 2542.554849 = -205721.105646
  nChanged 37
		SP:Iteration 11Q (103183.460000 sec): 3 clusters
  Score: Raw -208285.405162 + Penalty 2542.554849 = -205742.850312
  nChanged 40
		SP:Iteration 12Q (103183.620000 sec): 3 clusters
  Score: Raw -208313.015721 + Penalty 2542.554849 = -205770.460872
  nChanged 39
		SP:Iteration 13Q (103183.790000 sec): 3 clusters
  Score: Raw -208337.996586 + Penalty 2542.554849 = -205795.441737
  nChanged 26
		SP:Iteration 14Q (103183.950000 sec): 3 clusters
  Score: Raw -208353.545461 + Penalty 2542.554849 = -205810.990611
  nChanged 21
		SP:Iteration 15Q (103184.110000 sec): 3 clusters
  Score: Raw -208366.864505 + Penalty 2542.554849 = -205824.309656
  nChanged 24
		SP:Iteration 16Q (103184.280000 sec): 3 clusters
  Score: Raw -208378.900477 + Penalty 2542.554849 = -205836.345628
  nChanged 29
		SP:Iteration 17Q (103184.440000 sec): 3 clusters
  Score: Raw -208393.610872 + Penalty 2542.554849 = -205851.056022
  nChanged 18
		SP:Iteration 18Q (103184.610000 sec): 3 clusters
  Score: Raw -208402.761528 + Penalty 2542.554849 = -205860.206679
  nChanged 17
		SP:Iteration 19Q (103184.770000 sec): 3 clusters
  Score: Raw -208414.272632 + Penalty 2542.554849 = -205871.717782
  nChanged 14
		SP:Iteration 20F (103184.930000 sec): 3 clusters
  Score: Raw -208422.660626 + Penalty 2542.554849 = -205880.105777
  nChanged 7
		SP:Iteration 21Q (103185.090000 sec): 3 clusters
  Score: Raw -208425.737634 + Penalty 2542.554849 = -205883.182784
  nChanged 6
		SP:Iteration 22Q (103185.260000 sec): 3 clusters
  Score: Raw -208428.603727 + Penalty 2542.554849 = -205886.048877
  nChanged 4
		SP:Iteration 23Q (103185.420000 sec): 3 clusters
  Score: Raw -208430.150444 + Penalty 2542.554849 = -205887.595594
  nChanged 0
		SP:Iteration 24F (103185.590000 sec): 3 clusters
  Score: Raw -208430.150444 + Penalty 2542.554849 = -205887.595594
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 69 (8884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103185.710000 sec): 2 clusters
  Score: Raw -689140.244930 + Penalty 1477.451168 = -687662.793763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103185.830000 sec): 3 clusters
  Score: Raw -684141.144325 + Penalty 2954.902335 = -681186.241990
  nChanged 3825
		SP:Iteration 1F (103186.060000 sec): 3 clusters
  Score: Raw -686544.942496 + Penalty 2954.902335 = -683590.040161
  nChanged 781
		SP:Iteration 2F (103186.250000 sec): 3 clusters
  Score: Raw -687087.748007 + Penalty 2954.902335 = -684132.845672
  nChanged 634
		SP:Iteration 3F (103186.440000 sec): 3 clusters
  Score: Raw -687518.173981 + Penalty 2954.902335 = -684563.271646
  nChanged 575
		SP:Iteration 4F (103186.630000 sec): 3 clusters
  Score: Raw -687891.678338 + Penalty 2954.902335 = -684936.776003
  nChanged 489
		SP:Iteration 5F (103186.820000 sec): 3 clusters
  Score: Raw -688178.189642 + Penalty 2954.902335 = -685223.287307
  nChanged 393
		SP:Iteration 6Q (103187.010000 sec): 3 clusters
  Score: Raw -688400.957458 + Penalty 2954.902335 = -685446.055123
  nChanged 326
		SP:Iteration 7Q (103187.210000 sec): 3 clusters
  Score: Raw -688579.180867 + Penalty 2954.902335 = -685624.278531
  nChanged 303
		SP:Iteration 8Q (103187.390000 sec): 3 clusters
  Score: Raw -688733.517114 + Penalty 2954.902335 = -685778.614779
  nChanged 250
		SP:Iteration 9Q (103187.590000 sec): 3 clusters
  Score: Raw -688862.985198 + Penalty 2954.902335 = -685908.082862
  nChanged 250
		SP:Iteration 10Q (103187.780000 sec): 3 clusters
  Score: Raw -688991.234876 + Penalty 2954.902335 = -686036.332541
  nChanged 227
		SP:Iteration 11Q (103187.970000 sec): 3 clusters
  Score: Raw -689105.048255 + Penalty 2954.902335 = -686150.145920
  nChanged 182
		SP:Iteration 12Q (103188.160000 sec): 3 clusters
  Score: Raw -689174.670639 + Penalty 2954.902335 = -686219.768304
  nChanged 139
		SP:Iteration 13Q (103188.350000 sec): 3 clusters
  Score: Raw -689221.107099 + Penalty 2954.902335 = -686266.204764
  nChanged 106
		SP:Iteration 14Q (103188.550000 sec): 3 clusters
  Score: Raw -689250.421579 + Penalty 2954.902335 = -686295.519243
  nChanged 88
		SP:Iteration 15Q (103188.740000 sec): 3 clusters
  Score: Raw -689274.066063 + Penalty 2954.902335 = -686319.163728
  nChanged 80
		SP:Iteration 16Q (103188.930000 sec): 3 clusters
  Score: Raw -689293.257003 + Penalty 2954.902335 = -686338.354668
  nChanged 54
		SP:Iteration 17Q (103189.210000 sec): 3 clusters
  Score: Raw -689309.386820 + Penalty 2954.902335 = -686354.484485
  nChanged 50
		SP:Iteration 18Q (103189.360000 sec): 3 clusters
  Score: Raw -689321.899075 + Penalty 2954.902335 = -686366.996740
  nChanged 42
		SP:Iteration 19Q (103189.550000 sec): 3 clusters
  Score: Raw -689330.477848 + Penalty 2954.902335 = -686375.575513
  nChanged 35
		SP:Iteration 20F (103189.730000 sec): 3 clusters
  Score: Raw -689336.811235 + Penalty 2954.902335 = -686381.908900
  nChanged 31
		SP:Iteration 21Q (103189.930000 sec): 3 clusters
  Score: Raw -689340.550240 + Penalty 2954.902335 = -686385.647905
  nChanged 17
		SP:Iteration 22Q (103190.120000 sec): 3 clusters
  Score: Raw -689342.883262 + Penalty 2954.902335 = -686387.980927
  nChanged 20
		SP:Iteration 23Q (103190.310000 sec): 3 clusters
  Score: Raw -689346.242514 + Penalty 2954.902335 = -686391.340179
  nChanged 21
		SP:Iteration 24Q (103190.490000 sec): 3 clusters
  Score: Raw -689349.325296 + Penalty 2954.902335 = -686394.422960
  nChanged 12
		SP:Iteration 25Q (103190.700000 sec): 3 clusters
  Score: Raw -689350.992280 + Penalty 2954.902335 = -686396.089945
  nChanged 12
		SP:Iteration 26Q (103190.880000 sec): 3 clusters
  Score: Raw -689352.813040 + Penalty 2954.902335 = -686397.910705
  nChanged 15
		SP:Iteration 27Q (103191.080000 sec): 3 clusters
  Score: Raw -689355.216295 + Penalty 2954.902335 = -686400.313960
  nChanged 19
		SP:Iteration 28Q (103191.270000 sec): 3 clusters
  Score: Raw -689358.434514 + Penalty 2954.902335 = -686403.532179
  nChanged 20
		SP:Iteration 29Q (103191.460000 sec): 3 clusters
  Score: Raw -689363.151317 + Penalty 2954.902335 = -686408.248981
  nChanged 20
		SP:Iteration 30Q (103191.650000 sec): 3 clusters
  Score: Raw -689366.594957 + Penalty 2954.902335 = -686411.692622
  nChanged 17
		SP:Iteration 31Q (103191.850000 sec): 3 clusters
  Score: Raw -689369.511864 + Penalty 2954.902335 = -686414.609529
  nChanged 16
		SP:Iteration 32Q (103192.130000 sec): 3 clusters
  Score: Raw -689371.917655 + Penalty 2954.902335 = -686417.015320
  nChanged 18
		SP:Iteration 33Q (103192.280000 sec): 3 clusters
  Score: Raw -689374.397899 + Penalty 2954.902335 = -686419.495564
  nChanged 15
		SP:Iteration 34Q (103192.460000 sec): 3 clusters
  Score: Raw -689375.982294 + Penalty 2954.902335 = -686421.079959
  nChanged 18
		SP:Iteration 35Q (103192.650000 sec): 3 clusters
  Score: Raw -689379.292700 + Penalty 2954.902335 = -686424.390365
  nChanged 14
		SP:Iteration 36Q (103192.840000 sec): 3 clusters
  Score: Raw -689381.477491 + Penalty 2954.902335 = -686426.575156
  nChanged 10
		SP:Iteration 37Q (103193.040000 sec): 3 clusters
  Score: Raw -689383.895290 + Penalty 2954.902335 = -686428.992955
  nChanged 14
		SP:Iteration 38Q (103193.230000 sec): 3 clusters
  Score: Raw -689386.882943 + Penalty 2954.902335 = -686431.980608
  nChanged 17
		SP:Iteration 39Q (103193.420000 sec): 3 clusters
  Score: Raw -689389.856351 + Penalty 2954.902335 = -686434.954016
  nChanged 17
		SP:Iteration 40F (103193.610000 sec): 3 clusters
  Score: Raw -689392.354115 + Penalty 2954.902335 = -686437.451780
  nChanged 17
		SP:Iteration 41Q (103193.800000 sec): 3 clusters
  Score: Raw -689394.848954 + Penalty 2954.902335 = -686439.946619
  nChanged 16
		SP:Iteration 42Q (103193.990000 sec): 3 clusters
  Score: Raw -689397.237960 + Penalty 2954.902335 = -686442.335625
  nChanged 22
		SP:Iteration 43Q (103194.190000 sec): 3 clusters
  Score: Raw -689400.650802 + Penalty 2954.902335 = -686445.748467
  nChanged 21
		SP:Iteration 44Q (103194.380000 sec): 3 clusters
  Score: Raw -689404.133144 + Penalty 2954.902335 = -686449.230809
  nChanged 21
		SP:Iteration 45Q (103194.570000 sec): 3 clusters
  Score: Raw -689408.121494 + Penalty 2954.902335 = -686453.219159
  nChanged 18
		SP:Iteration 46Q (103194.770000 sec): 3 clusters
  Score: Raw -689410.789291 + Penalty 2954.902335 = -686455.886956
  nChanged 14
		SP:Iteration 47Q (103195.050000 sec): 3 clusters
  Score: Raw -689413.771062 + Penalty 2954.902335 = -686458.868727
  nChanged 19
		SP:Iteration 48Q (103195.200000 sec): 3 clusters
  Score: Raw -689416.549402 + Penalty 2954.902335 = -686461.647067
  nChanged 18
		SP:Iteration 49Q (103195.380000 sec): 3 clusters
  Score: Raw -689420.190690 + Penalty 2954.902335 = -686465.288355
  nChanged 18
		SP:Iteration 50Q (103195.570000 sec): 3 clusters
  Score: Raw -689423.125523 + Penalty 2954.902335 = -686468.223188
  nChanged 21
		SP:Iteration 51Q (103195.760000 sec): 3 clusters
  Score: Raw -689426.907056 + Penalty 2954.902335 = -686472.004721
  nChanged 20
		SP:Iteration 52Q (103195.950000 sec): 3 clusters
  Score: Raw -689429.492788 + Penalty 2954.902335 = -686474.590453
  nChanged 20
		SP:Iteration 53Q (103196.140000 sec): 3 clusters
  Score: Raw -689432.344104 + Penalty 2954.902335 = -686477.441769
  nChanged 12
		SP:Iteration 54Q (103196.330000 sec): 3 clusters
  Score: Raw -689433.965938 + Penalty 2954.902335 = -686479.063603
  nChanged 15
		SP:Iteration 55Q (103196.530000 sec): 3 clusters
  Score: Raw -689435.707337 + Penalty 2954.902335 = -686480.805002
  nChanged 15
		SP:Iteration 56Q (103196.710000 sec): 3 clusters
  Score: Raw -689437.313351 + Penalty 2954.902335 = -686482.411016
  nChanged 9
		SP:Iteration 57Q (103196.910000 sec): 3 clusters
  Score: Raw -689438.333019 + Penalty 2954.902335 = -686483.430684
  nChanged 9
		SP:Iteration 58Q (103197.100000 sec): 3 clusters
  Score: Raw -689439.522867 + Penalty 2954.902335 = -686484.620532
  nChanged 10
		SP:Iteration 59Q (103197.290000 sec): 3 clusters
  Score: Raw -689440.483735 + Penalty 2954.902335 = -686485.581400
  nChanged 12
		SP:Iteration 60F (103197.480000 sec): 3 clusters
  Score: Raw -689441.949901 + Penalty 2954.902335 = -686487.047566
  nChanged 9
		SP:Iteration 61Q (103197.680000 sec): 3 clusters
  Score: Raw -689442.989149 + Penalty 2954.902335 = -686488.086814
  nChanged 10
		SP:Iteration 62Q (103197.910000 sec): 3 clusters
  Score: Raw -689444.087302 + Penalty 2954.902335 = -686489.184967
  nChanged 8
		SP:Iteration 63Q (103198.100000 sec): 3 clusters
  Score: Raw -689445.210546 + Penalty 2954.902335 = -686490.308211
  nChanged 10
		SP:Iteration 64Q (103198.290000 sec): 3 clusters
  Score: Raw -689447.188811 + Penalty 2954.902335 = -686492.286475
  nChanged 10
		SP:Iteration 65Q (103198.490000 sec): 3 clusters
  Score: Raw -689448.717990 + Penalty 2954.902335 = -686493.815655
  nChanged 11
		SP:Iteration 66Q (103198.680000 sec): 3 clusters
  Score: Raw -689450.511151 + Penalty 2954.902335 = -686495.608816
  nChanged 9
		SP:Iteration 67Q (103198.870000 sec): 3 clusters
  Score: Raw -689451.663652 + Penalty 2954.902335 = -686496.761317
  nChanged 10
		SP:Iteration 68Q (103199.060000 sec): 3 clusters
  Score: Raw -689454.328682 + Penalty 2954.902335 = -686499.426347
  nChanged 18
		SP:Iteration 69Q (103199.250000 sec): 3 clusters
  Score: Raw -689457.719897 + Penalty 2954.902335 = -686502.817562
  nChanged 22
		SP:Iteration 70Q (103199.430000 sec): 3 clusters
  Score: Raw -689461.679365 + Penalty 2954.902335 = -686506.777030
  nChanged 22
		SP:Iteration 71Q (103199.550000 sec): 3 clusters
  Score: Raw -689465.594151 + Penalty 2954.902335 = -686510.691816
  nChanged 21
		SP:Iteration 72Q (103199.680000 sec): 3 clusters
  Score: Raw -689470.789536 + Penalty 2954.902335 = -686515.887201
  nChanged 29
		SP:Iteration 73Q (103199.810000 sec): 3 clusters
  Score: Raw -689475.606650 + Penalty 2954.902335 = -686520.704315
  nChanged 18
		SP:Iteration 74Q (103199.940000 sec): 3 clusters
  Score: Raw -689478.631815 + Penalty 2954.902335 = -686523.729480
  nChanged 19
		SP:Iteration 75Q (103200.060000 sec): 3 clusters
  Score: Raw -689482.356106 + Penalty 2954.902335 = -686527.453771
  nChanged 24
		SP:Iteration 76Q (103200.190000 sec): 3 clusters
  Score: Raw -689486.279787 + Penalty 2954.902335 = -686531.377452
  nChanged 14
		SP:Iteration 77Q (103200.390000 sec): 3 clusters
  Score: Raw -689488.884552 + Penalty 2954.902335 = -686533.982217
  nChanged 13
		SP:Iteration 78Q (103200.670000 sec): 3 clusters
  Score: Raw -689490.348820 + Penalty 2954.902335 = -686535.446484
  nChanged 11
		SP:Iteration 79Q (103200.830000 sec): 3 clusters
  Score: Raw -689491.730521 + Penalty 2954.902335 = -686536.828186
  nChanged 17
		SP:Iteration 80F (103201.020000 sec): 3 clusters
  Score: Raw -689494.299250 + Penalty 2954.902335 = -686539.396914
  nChanged 20
		SP:Iteration 81Q (103201.210000 sec): 3 clusters
  Score: Raw -689496.876024 + Penalty 2954.902335 = -686541.973689
  nChanged 9
		SP:Iteration 82Q (103201.410000 sec): 3 clusters
  Score: Raw -689498.004554 + Penalty 2954.902335 = -686543.102219
  nChanged 8
		SP:Iteration 83Q (103201.600000 sec): 3 clusters
  Score: Raw -689499.144636 + Penalty 2954.902335 = -686544.242301
  nChanged 9
		SP:Iteration 84Q (103201.790000 sec): 3 clusters
  Score: Raw -689500.363967 + Penalty 2954.902335 = -686545.461632
  nChanged 10
		SP:Iteration 85Q (103201.990000 sec): 3 clusters
  Score: Raw -689502.100001 + Penalty 2954.902335 = -686547.197666
  nChanged 14
		SP:Iteration 86Q (103202.180000 sec): 3 clusters
  Score: Raw -689503.800607 + Penalty 2954.902335 = -686548.898272
  nChanged 12
		SP:Iteration 87Q (103202.370000 sec): 3 clusters
  Score: Raw -689505.977725 + Penalty 2954.902335 = -686551.075390
  nChanged 16
		SP:Iteration 88Q (103202.560000 sec): 3 clusters
  Score: Raw -689508.260122 + Penalty 2954.902335 = -686553.357787
  nChanged 18
		SP:Iteration 89Q (103202.750000 sec): 3 clusters
  Score: Raw -689510.853783 + Penalty 2954.902335 = -686555.951448
  nChanged 13
		SP:Iteration 90Q (103202.940000 sec): 3 clusters
  Score: Raw -689512.449966 + Penalty 2954.902335 = -686557.547631
  nChanged 10
		SP:Iteration 91Q (103203.140000 sec): 3 clusters
  Score: Raw -689513.541160 + Penalty 2954.902335 = -686558.638825
  nChanged 10
		SP:Iteration 92Q (103203.330000 sec): 3 clusters
  Score: Raw -689514.965223 + Penalty 2954.902335 = -686560.062888
  nChanged 9
		SP:Iteration 93Q (103203.520000 sec): 3 clusters
  Score: Raw -689516.675496 + Penalty 2954.902335 = -686561.773161
  nChanged 10
		SP:Iteration 94Q (103203.720000 sec): 3 clusters
  Score: Raw -689517.659048 + Penalty 2954.902335 = -686562.756713
  nChanged 5
		SP:Iteration 95Q (103203.900000 sec): 3 clusters
  Score: Raw -689518.280662 + Penalty 2954.902335 = -686563.378327
  nChanged 7
		SP:Iteration 96Q (103204.100000 sec): 3 clusters
  Score: Raw -689519.118812 + Penalty 2954.902335 = -686564.216477
  nChanged 4
		SP:Iteration 97Q (103204.290000 sec): 3 clusters
  Score: Raw -689519.361321 + Penalty 2954.902335 = -686564.458986
  nChanged 3
		SP:Iteration 98Q (103204.490000 sec): 3 clusters
  Score: Raw -689519.605329 + Penalty 2954.902335 = -686564.702994
  nChanged 4
		SP:Iteration 99Q (103204.650000 sec): 3 clusters
  Score: Raw -689520.152544 + Penalty 2954.902335 = -686565.250209
  nChanged 6
		SP:Iteration 100F (103204.780000 sec): 3 clusters
  Score: Raw -689521.139038 + Penalty 2954.902335 = -686566.236703
  nChanged 8
		SP:Iteration 101Q (103204.910000 sec): 3 clusters
  Score: Raw -689522.438320 + Penalty 2954.902335 = -686567.535985
  nChanged 10
		SP:Iteration 102Q (103205.140000 sec): 3 clusters
  Score: Raw -689524.193129 + Penalty 2954.902335 = -686569.290794
  nChanged 11
		SP:Iteration 103Q (103205.330000 sec): 3 clusters
  Score: Raw -689525.739817 + Penalty 2954.902335 = -686570.837482
  nChanged 9
		SP:Iteration 104Q (103205.520000 sec): 3 clusters
  Score: Raw -689526.956935 + Penalty 2954.902335 = -686572.054600
  nChanged 5
		SP:Iteration 105Q (103205.710000 sec): 3 clusters
  Score: Raw -689527.897792 + Penalty 2954.902335 = -686572.995457
  nChanged 10
		SP:Iteration 106Q (103205.900000 sec): 3 clusters
  Score: Raw -689529.123423 + Penalty 2954.902335 = -686574.221088
  nChanged 7
		SP:Iteration 107Q (103206.090000 sec): 3 clusters
  Score: Raw -689529.796964 + Penalty 2954.902335 = -686574.894629
  nChanged 7
		SP:Iteration 108Q (103206.330000 sec): 3 clusters
  Score: Raw -689530.528727 + Penalty 2954.902335 = -686575.626391
  nChanged 8
		SP:Iteration 109Q (103206.520000 sec): 3 clusters
  Score: Raw -689531.523435 + Penalty 2954.902335 = -686576.621100
  nChanged 7
		SP:Iteration 110Q (103206.650000 sec): 3 clusters
  Score: Raw -689532.465103 + Penalty 2954.902335 = -686577.562768
  nChanged 5
		SP:Iteration 111Q (103206.880000 sec): 3 clusters
  Score: Raw -689533.027919 + Penalty 2954.902335 = -686578.125584
  nChanged 3
		SP:Iteration 112Q (103207.070000 sec): 3 clusters
  Score: Raw -689533.308345 + Penalty 2954.902335 = -686578.406010
  nChanged 3
		SP:Iteration 113Q (103207.260000 sec): 3 clusters
  Score: Raw -689533.575243 + Penalty 2954.902335 = -686578.672908
  nChanged 4
		SP:Iteration 114Q (103207.450000 sec): 3 clusters
  Score: Raw -689534.230412 + Penalty 2954.902335 = -686579.328077
  nChanged 8
		SP:Iteration 115Q (103207.640000 sec): 3 clusters
  Score: Raw -689535.838927 + Penalty 2954.902335 = -686580.936592
  nChanged 13
		SP:Iteration 116Q (103207.820000 sec): 3 clusters
  Score: Raw -689537.498262 + Penalty 2954.902335 = -686582.595927
  nChanged 9
		SP:Iteration 117Q (103207.940000 sec): 3 clusters
  Score: Raw -689538.576984 + Penalty 2954.902335 = -686583.674649
  nChanged 7
		SP:Iteration 118Q (103208.130000 sec): 3 clusters
  Score: Raw -689539.586786 + Penalty 2954.902335 = -686584.684451
  nChanged 7
		SP:Iteration 119Q (103208.360000 sec): 3 clusters
  Score: Raw -689540.756278 + Penalty 2954.902335 = -686585.853942
  nChanged 6
		SP:Iteration 120F (103208.480000 sec): 3 clusters
  Score: Raw -689541.470487 + Penalty 2954.902335 = -686586.568151
  nChanged 8
		SP:Iteration 121Q (103208.610000 sec): 3 clusters
  Score: Raw -689543.064846 + Penalty 2954.902335 = -686588.162511
  nChanged 8
		SP:Iteration 122Q (103208.870000 sec): 3 clusters
  Score: Raw -689544.335989 + Penalty 2954.902335 = -686589.433654
  nChanged 2
		SP:Iteration 123Q (103209.030000 sec): 3 clusters
  Score: Raw -689544.584835 + Penalty 2954.902335 = -686589.682500
  nChanged 3
		SP:Iteration 124Q (103209.220000 sec): 3 clusters
  Score: Raw -689545.082187 + Penalty 2954.902335 = -686590.179852
  nChanged 4
		SP:Iteration 125Q (103209.420000 sec): 3 clusters
  Score: Raw -689545.588867 + Penalty 2954.902335 = -686590.686532
  nChanged 3
		SP:Iteration 126Q (103209.600000 sec): 3 clusters
  Score: Raw -689546.094063 + Penalty 2954.902335 = -686591.191728
  nChanged 4
		SP:Iteration 127Q (103209.790000 sec): 3 clusters
  Score: Raw -689546.591405 + Penalty 2954.902335 = -686591.689069
  nChanged 7
		SP:Iteration 128Q (103209.990000 sec): 3 clusters
  Score: Raw -689547.353224 + Penalty 2954.902335 = -686592.450889
  nChanged 5
		SP:Iteration 129Q (103210.170000 sec): 3 clusters
  Score: Raw -689547.958268 + Penalty 2954.902335 = -686593.055933
  nChanged 3
		SP:Iteration 130Q (103210.360000 sec): 3 clusters
  Score: Raw -689548.215642 + Penalty 2954.902335 = -686593.313307
  nChanged 4
		SP:Iteration 131Q (103210.560000 sec): 3 clusters
  Score: Raw -689548.678950 + Penalty 2954.902335 = -686593.776615
  nChanged 3
		SP:Iteration 132Q (103210.740000 sec): 3 clusters
  Score: Raw -689549.705788 + Penalty 2954.902335 = -686594.803453
  nChanged 2
		SP:Iteration 133Q (103210.930000 sec): 3 clusters
  Score: Raw -689549.848854 + Penalty 2954.902335 = -686594.946518
  nChanged 0
		SP:Iteration 134F (103211.120000 sec): 3 clusters
  Score: Raw -689549.848854 + Penalty 2954.902335 = -686594.946518
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 70 (2178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103211.200000 sec): 2 clusters
  Score: Raw -167455.767409 + Penalty 1249.001374 = -166206.766035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103211.360000 sec): 3 clusters
  Score: Raw -166459.136822 + Penalty 2498.002749 = -163961.134074
  nChanged 813
		SP:Iteration 1F (103211.520000 sec): 3 clusters
  Score: Raw -166979.860061 + Penalty 2498.002749 = -164481.857312
  nChanged 217
		SP:Iteration 2F (103211.680000 sec): 3 clusters
  Score: Raw -167165.454172 + Penalty 2498.002749 = -164667.451424
  nChanged 146
		SP:Iteration 3F (103211.840000 sec): 3 clusters
  Score: Raw -167298.522973 + Penalty 2498.002749 = -164800.520225
  nChanged 112
		SP:Iteration 4F (103212.040000 sec): 3 clusters
  Score: Raw -167412.975763 + Penalty 2498.002749 = -164914.973014
  nChanged 112
		SP:Iteration 5F (103212.200000 sec): 3 clusters
  Score: Raw -167511.928408 + Penalty 2498.002749 = -165013.925659
  nChanged 100
		SP:Iteration 6Q (103212.360000 sec): 3 clusters
  Score: Raw -167594.594668 + Penalty 2498.002749 = -165096.591920
  nChanged 62
		SP:Iteration 7Q (103212.520000 sec): 3 clusters
  Score: Raw -167649.822903 + Penalty 2498.002749 = -165151.820155
  nChanged 51
		SP:Iteration 8Q (103212.680000 sec): 3 clusters
  Score: Raw -167684.989534 + Penalty 2498.002749 = -165186.986786
  nChanged 31
		SP:Iteration 9Q (103212.840000 sec): 3 clusters
  Score: Raw -167702.919134 + Penalty 2498.002749 = -165204.916385
  nChanged 20
		SP:Iteration 10Q (103213.000000 sec): 3 clusters
  Score: Raw -167717.565026 + Penalty 2498.002749 = -165219.562277
  nChanged 30
		SP:Iteration 11Q (103213.160000 sec): 3 clusters
  Score: Raw -167736.632429 + Penalty 2498.002749 = -165238.629681
  nChanged 21
		SP:Iteration 12Q (103213.320000 sec): 3 clusters
  Score: Raw -167747.787783 + Penalty 2498.002749 = -165249.785034
  nChanged 18
		SP:Iteration 13Q (103213.440000 sec): 3 clusters
  Score: Raw -167758.024152 + Penalty 2498.002749 = -165260.021403
  nChanged 20
		SP:Iteration 14Q (103213.610000 sec): 3 clusters
  Score: Raw -167771.698207 + Penalty 2498.002749 = -165273.695459
  nChanged 21
		SP:Iteration 15Q (103213.790000 sec): 3 clusters
  Score: Raw -167784.165133 + Penalty 2498.002749 = -165286.162385
  nChanged 13
		SP:Iteration 16Q (103213.960000 sec): 3 clusters
  Score: Raw -167791.151921 + Penalty 2498.002749 = -165293.149173
  nChanged 12
		SP:Iteration 17Q (103214.140000 sec): 3 clusters
  Score: Raw -167799.704086 + Penalty 2498.002749 = -165301.701337
  nChanged 7
		SP:Iteration 18Q (103214.320000 sec): 3 clusters
  Score: Raw -167805.478634 + Penalty 2498.002749 = -165307.475885
  nChanged 7
		SP:Iteration 19Q (103214.490000 sec): 3 clusters
  Score: Raw -167809.947341 + Penalty 2498.002749 = -165311.944592
  nChanged 11
		SP:Iteration 20F (103214.670000 sec): 3 clusters
  Score: Raw -167817.504696 + Penalty 2498.002749 = -165319.501947
  nChanged 12
		SP:Iteration 21Q (103214.840000 sec): 3 clusters
  Score: Raw -167826.224306 + Penalty 2498.002749 = -165328.221558
  nChanged 16
		SP:Iteration 22Q (103215.020000 sec): 3 clusters
  Score: Raw -167837.948470 + Penalty 2498.002749 = -165339.945722
  nChanged 12
		SP:Iteration 23Q (103215.200000 sec): 3 clusters
  Score: Raw -167849.915538 + Penalty 2498.002749 = -165351.912789
  nChanged 15
		SP:Iteration 24Q (103215.370000 sec): 3 clusters
  Score: Raw -167857.411126 + Penalty 2498.002749 = -165359.408378
  nChanged 12
		SP:Iteration 25Q (103215.550000 sec): 3 clusters
  Score: Raw -167863.827291 + Penalty 2498.002749 = -165365.824542
  nChanged 11
		SP:Iteration 26Q (103215.720000 sec): 3 clusters
  Score: Raw -167871.947836 + Penalty 2498.002749 = -165373.945088
  nChanged 11
		SP:Iteration 27Q (103215.900000 sec): 3 clusters
  Score: Raw -167880.541332 + Penalty 2498.002749 = -165382.538584
  nChanged 15
		SP:Iteration 28Q (103216.080000 sec): 3 clusters
  Score: Raw -167890.884262 + Penalty 2498.002749 = -165392.881514
  nChanged 20
		SP:Iteration 29Q (103216.250000 sec): 3 clusters
  Score: Raw -167908.919034 + Penalty 2498.002749 = -165410.916285
  nChanged 21
		SP:Iteration 30Q (103216.430000 sec): 3 clusters
  Score: Raw -167923.392513 + Penalty 2498.002749 = -165425.389764
  nChanged 21
		SP:Iteration 31Q (103216.600000 sec): 3 clusters
  Score: Raw -167939.920948 + Penalty 2498.002749 = -165441.918199
  nChanged 21
		SP:Iteration 32Q (103216.780000 sec): 3 clusters
  Score: Raw -167954.576263 + Penalty 2498.002749 = -165456.573514
  nChanged 18
		SP:Iteration 33Q (103216.960000 sec): 3 clusters
  Score: Raw -167967.954036 + Penalty 2498.002749 = -165469.951288
  nChanged 18
		SP:Iteration 34Q (103217.130000 sec): 3 clusters
  Score: Raw -167976.861123 + Penalty 2498.002749 = -165478.858374
  nChanged 9
		SP:Iteration 35Q (103217.310000 sec): 3 clusters
  Score: Raw -167983.162388 + Penalty 2498.002749 = -165485.159639
  nChanged 12
		SP:Iteration 36Q (103217.480000 sec): 3 clusters
  Score: Raw -167992.745620 + Penalty 2498.002749 = -165494.742872
  nChanged 14
		SP:Iteration 37Q (103217.660000 sec): 3 clusters
  Score: Raw -168003.050393 + Penalty 2498.002749 = -165505.047644
  nChanged 20
		SP:Iteration 38Q (103217.840000 sec): 3 clusters
  Score: Raw -168018.810880 + Penalty 2498.002749 = -165520.808131
  nChanged 16
		SP:Iteration 39Q (103218.010000 sec): 3 clusters
  Score: Raw -168034.852175 + Penalty 2498.002749 = -165536.849426
  nChanged 19
		SP:Iteration 40F (103218.190000 sec): 3 clusters
  Score: Raw -168047.480270 + Penalty 2498.002749 = -165549.477522
  nChanged 22
		SP:Iteration 41Q (103218.360000 sec): 3 clusters
  Score: Raw -168064.711934 + Penalty 2498.002749 = -165566.709185
  nChanged 24
		SP:Iteration 42Q (103218.540000 sec): 3 clusters
  Score: Raw -168081.657760 + Penalty 2498.002749 = -165583.655012
  nChanged 16
		SP:Iteration 43Q (103218.720000 sec): 3 clusters
  Score: Raw -168092.931902 + Penalty 2498.002749 = -165594.929153
  nChanged 18
		SP:Iteration 44Q (103218.890000 sec): 3 clusters
  Score: Raw -168105.267838 + Penalty 2498.002749 = -165607.265089
  nChanged 12
		SP:Iteration 45Q (103218.990000 sec): 3 clusters
  Score: Raw -168117.170333 + Penalty 2498.002749 = -165619.167584
  nChanged 15
		SP:Iteration 46Q (103219.040000 sec): 3 clusters
  Score: Raw -168130.895010 + Penalty 2498.002749 = -165632.892261
  nChanged 21
		SP:Iteration 47Q (103219.080000 sec): 3 clusters
  Score: Raw -168153.893066 + Penalty 2498.002749 = -165655.890317
  nChanged 21
		SP:Iteration 48Q (103219.120000 sec): 3 clusters
  Score: Raw -168181.743381 + Penalty 2498.002749 = -165683.740633
  nChanged 22
		SP:Iteration 49Q (103219.200000 sec): 3 clusters
  Score: Raw -168205.427381 + Penalty 2498.002749 = -165707.424632
  nChanged 25
		SP:Iteration 50Q (103219.380000 sec): 3 clusters
  Score: Raw -168224.427485 + Penalty 2498.002749 = -165726.424737
  nChanged 13
		SP:Iteration 51Q (103219.560000 sec): 3 clusters
  Score: Raw -168233.585670 + Penalty 2498.002749 = -165735.582921
  nChanged 16
		SP:Iteration 52Q (103219.730000 sec): 3 clusters
  Score: Raw -168246.484587 + Penalty 2498.002749 = -165748.481839
  nChanged 10
		SP:Iteration 53Q (103219.910000 sec): 3 clusters
  Score: Raw -168253.229436 + Penalty 2498.002749 = -165755.226687
  nChanged 6
		SP:Iteration 54Q (103220.080000 sec): 3 clusters
  Score: Raw -168256.751617 + Penalty 2498.002749 = -165758.748868
  nChanged 7
		SP:Iteration 55Q (103220.260000 sec): 3 clusters
  Score: Raw -168261.940779 + Penalty 2498.002749 = -165763.938031
  nChanged 7
		SP:Iteration 56Q (103220.440000 sec): 3 clusters
  Score: Raw -168267.170758 + Penalty 2498.002749 = -165769.168009
  nChanged 8
		SP:Iteration 57Q (103220.610000 sec): 3 clusters
  Score: Raw -168274.411381 + Penalty 2498.002749 = -165776.408632
  nChanged 9
		SP:Iteration 58Q (103220.790000 sec): 3 clusters
  Score: Raw -168281.046395 + Penalty 2498.002749 = -165783.043647
  nChanged 6
		SP:Iteration 59Q (103220.960000 sec): 3 clusters
  Score: Raw -168284.292991 + Penalty 2498.002749 = -165786.290242
  nChanged 2
		SP:Iteration 60F (103221.140000 sec): 3 clusters
  Score: Raw -168285.539479 + Penalty 2498.002749 = -165787.536731
  nChanged 1
		SP:Iteration 61Q (103221.290000 sec): 3 clusters
  Score: Raw -168286.448196 + Penalty 2498.002749 = -165788.445447
  nChanged 1
		SP:Iteration 62Q (103221.330000 sec): 3 clusters
  Score: Raw -168287.279361 + Penalty 2498.002749 = -165789.276612
  nChanged 1
		SP:Iteration 63Q (103221.380000 sec): 3 clusters
  Score: Raw -168289.177761 + Penalty 2498.002749 = -165791.175012
  nChanged 3
		SP:Iteration 64Q (103221.420000 sec): 3 clusters
  Score: Raw -168290.572445 + Penalty 2498.002749 = -165792.569697
  nChanged 2
		SP:Iteration 65Q (103221.470000 sec): 3 clusters
  Score: Raw -168291.306783 + Penalty 2498.002749 = -165793.304034
  nChanged 3
		SP:Iteration 66Q (103221.510000 sec): 3 clusters
  Score: Raw -168292.894346 + Penalty 2498.002749 = -165794.891597
  nChanged 1
		SP:Iteration 67Q (103221.560000 sec): 3 clusters
  Score: Raw -168293.349839 + Penalty 2498.002749 = -165795.347090
  nChanged 1
		SP:Iteration 68Q (103221.600000 sec): 3 clusters
  Score: Raw -168293.636797 + Penalty 2498.002749 = -165795.634049
  nChanged 0
		SP:Iteration 69F (103221.650000 sec): 3 clusters
  Score: Raw -168293.636797 + Penalty 2498.002749 = -165795.634049
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 71 (7837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103221.780000 sec): 2 clusters
  Score: Raw -673796.239344 + Penalty 1457.074350 = -672339.164994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103221.990000 sec): 3 clusters
  Score: Raw -669491.407650 + Penalty 2914.148701 = -666577.258949
  nChanged 3322
		SP:Iteration 1F (103222.190000 sec): 3 clusters
  Score: Raw -671730.936962 + Penalty 2914.148701 = -668816.788262
  nChanged 756
		SP:Iteration 2F (103222.380000 sec): 3 clusters
  Score: Raw -672413.140749 + Penalty 2914.148701 = -669498.992048
  nChanged 651
		SP:Iteration 3F (103222.510000 sec): 3 clusters
  Score: Raw -672937.416753 + Penalty 2914.148701 = -670023.268053
  nChanged 542
		SP:Iteration 4F (103222.700000 sec): 3 clusters
  Score: Raw -673346.564873 + Penalty 2914.148701 = -670432.416173
  nChanged 426
		SP:Iteration 5F (103222.900000 sec): 3 clusters
  Score: Raw -673655.227593 + Penalty 2914.148701 = -670741.078893
  nChanged 350
		SP:Iteration 6Q (103223.100000 sec): 3 clusters
  Score: Raw -673861.816498 + Penalty 2914.148701 = -670947.667797
  nChanged 243
		SP:Iteration 7Q (103223.300000 sec): 3 clusters
  Score: Raw -673982.254352 + Penalty 2914.148701 = -671068.105651
  nChanged 194
		SP:Iteration 8Q (103223.500000 sec): 3 clusters
  Score: Raw -674084.398803 + Penalty 2914.148701 = -671170.250102
  nChanged 173
		SP:Iteration 9Q (103223.700000 sec): 3 clusters
  Score: Raw -674159.093514 + Penalty 2914.148701 = -671244.944813
  nChanged 123
		SP:Iteration 10Q (103223.890000 sec): 3 clusters
  Score: Raw -674201.947929 + Penalty 2914.148701 = -671287.799228
  nChanged 88
		SP:Iteration 11Q (103224.090000 sec): 3 clusters
  Score: Raw -674239.305046 + Penalty 2914.148701 = -671325.156345
  nChanged 83
		SP:Iteration 12Q (103224.330000 sec): 3 clusters
  Score: Raw -674265.162807 + Penalty 2914.148701 = -671351.014106
  nChanged 58
		SP:Iteration 13Q (103224.530000 sec): 3 clusters
  Score: Raw -674285.514821 + Penalty 2914.148701 = -671371.366121
  nChanged 55
		SP:Iteration 14Q (103224.730000 sec): 3 clusters
  Score: Raw -674299.745521 + Penalty 2914.148701 = -671385.596820
  nChanged 48
		SP:Iteration 15Q (103224.930000 sec): 3 clusters
  Score: Raw -674312.929048 + Penalty 2914.148701 = -671398.780347
  nChanged 52
		SP:Iteration 16Q (103225.120000 sec): 3 clusters
  Score: Raw -674330.163597 + Penalty 2914.148701 = -671416.014896
  nChanged 52
		SP:Iteration 17Q (103225.320000 sec): 3 clusters
  Score: Raw -674347.193417 + Penalty 2914.148701 = -671433.044716
  nChanged 43
		SP:Iteration 18Q (103225.520000 sec): 3 clusters
  Score: Raw -674357.353237 + Penalty 2914.148701 = -671443.204536
  nChanged 34
		SP:Iteration 19Q (103225.720000 sec): 3 clusters
  Score: Raw -674365.582980 + Penalty 2914.148701 = -671451.434280
  nChanged 34
		SP:Iteration 20F (103225.920000 sec): 3 clusters
  Score: Raw -674376.090339 + Penalty 2914.148701 = -671461.941638
  nChanged 35
		SP:Iteration 21Q (103226.120000 sec): 3 clusters
  Score: Raw -674389.334589 + Penalty 2914.148701 = -671475.185888
  nChanged 38
		SP:Iteration 22Q (103226.320000 sec): 3 clusters
  Score: Raw -674403.668511 + Penalty 2914.148701 = -671489.519810
  nChanged 50
		SP:Iteration 23Q (103226.510000 sec): 3 clusters
  Score: Raw -674420.462846 + Penalty 2914.148701 = -671506.314145
  nChanged 43
		SP:Iteration 24Q (103226.710000 sec): 3 clusters
  Score: Raw -674432.098143 + Penalty 2914.148701 = -671517.949442
  nChanged 24
		SP:Iteration 25Q (103226.910000 sec): 3 clusters
  Score: Raw -674439.366390 + Penalty 2914.148701 = -671525.217689
  nChanged 27
		SP:Iteration 26Q (103227.100000 sec): 3 clusters
  Score: Raw -674445.686542 + Penalty 2914.148701 = -671531.537841
  nChanged 21
		SP:Iteration 27Q (103227.300000 sec): 3 clusters
  Score: Raw -674450.708003 + Penalty 2914.148701 = -671536.559302
  nChanged 13
		SP:Iteration 28Q (103227.500000 sec): 3 clusters
  Score: Raw -674453.489094 + Penalty 2914.148701 = -671539.340393
  nChanged 12
		SP:Iteration 29Q (103227.700000 sec): 3 clusters
  Score: Raw -674455.759772 + Penalty 2914.148701 = -671541.611071
  nChanged 12
		SP:Iteration 30Q (103227.900000 sec): 3 clusters
  Score: Raw -674458.668972 + Penalty 2914.148701 = -671544.520271
  nChanged 17
		SP:Iteration 31Q (103228.100000 sec): 3 clusters
  Score: Raw -674462.834428 + Penalty 2914.148701 = -671548.685727
  nChanged 18
		SP:Iteration 32Q (103228.300000 sec): 3 clusters
  Score: Raw -674467.576474 + Penalty 2914.148701 = -671553.427773
  nChanged 16
		SP:Iteration 33Q (103228.500000 sec): 3 clusters
  Score: Raw -674471.987664 + Penalty 2914.148701 = -671557.838963
  nChanged 20
		SP:Iteration 34Q (103228.690000 sec): 3 clusters
  Score: Raw -674477.426603 + Penalty 2914.148701 = -671563.277902
  nChanged 16
		SP:Iteration 35Q (103228.890000 sec): 3 clusters
  Score: Raw -674480.510750 + Penalty 2914.148701 = -671566.362049
  nChanged 14
		SP:Iteration 36Q (103229.090000 sec): 3 clusters
  Score: Raw -674484.250857 + Penalty 2914.148701 = -671570.102156
  nChanged 18
		SP:Iteration 37Q (103229.290000 sec): 3 clusters
  Score: Raw -674488.602065 + Penalty 2914.148701 = -671574.453364
  nChanged 17
		SP:Iteration 38Q (103229.490000 sec): 3 clusters
  Score: Raw -674491.988776 + Penalty 2914.148701 = -671577.840076
  nChanged 11
		SP:Iteration 39Q (103229.690000 sec): 3 clusters
  Score: Raw -674495.090166 + Penalty 2914.148701 = -671580.941465
  nChanged 15
		SP:Iteration 40F (103229.880000 sec): 3 clusters
  Score: Raw -674498.330312 + Penalty 2914.148701 = -671584.181611
  nChanged 12
		SP:Iteration 41Q (103230.080000 sec): 3 clusters
  Score: Raw -674500.563796 + Penalty 2914.148701 = -671586.415095
  nChanged 10
		SP:Iteration 42Q (103230.280000 sec): 3 clusters
  Score: Raw -674503.386164 + Penalty 2914.148701 = -671589.237463
  nChanged 6
		SP:Iteration 43Q (103230.480000 sec): 3 clusters
  Score: Raw -674505.236370 + Penalty 2914.148701 = -671591.087669
  nChanged 8
		SP:Iteration 44Q (103230.680000 sec): 3 clusters
  Score: Raw -674506.118577 + Penalty 2914.148701 = -671591.969876
  nChanged 3
		SP:Iteration 45Q (103230.880000 sec): 3 clusters
  Score: Raw -674506.459145 + Penalty 2914.148701 = -671592.310444
  nChanged 1
		SP:Iteration 46Q (103231.080000 sec): 3 clusters
  Score: Raw -674506.797547 + Penalty 2914.148701 = -671592.648846
  nChanged 1
		SP:Iteration 47Q (103231.270000 sec): 3 clusters
  Score: Raw -674507.023097 + Penalty 2914.148701 = -671592.874397
  nChanged 3
		SP:Iteration 48Q (103231.470000 sec): 3 clusters
  Score: Raw -674507.157654 + Penalty 2914.148701 = -671593.008954
  nChanged 1
		SP:Iteration 49Q (103231.660000 sec): 3 clusters
  Score: Raw -674507.196196 + Penalty 2914.148701 = -671593.047495
  nChanged 0
		SP:Iteration 50F (103231.850000 sec): 3 clusters
  Score: Raw -674507.196196 + Penalty 2914.148701 = -671593.047495
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 72 (2784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103231.950000 sec): 2 clusters
  Score: Raw -237943.144382 + Penalty 1288.892153 = -236654.252229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103232.020000 sec): 3 clusters
  Score: Raw -236653.241540 + Penalty 2577.784307 = -234075.457233
  nChanged 994
		SP:Iteration 1F (103232.080000 sec): 3 clusters
  Score: Raw -237296.153019 + Penalty 2577.784307 = -234718.368712
  nChanged 253
		SP:Iteration 2F (103232.140000 sec): 3 clusters
  Score: Raw -237510.231333 + Penalty 2577.784307 = -234932.447026
  nChanged 200
		SP:Iteration 3F (103232.190000 sec): 3 clusters
  Score: Raw -237719.973390 + Penalty 2577.784307 = -235142.189083
  nChanged 186
		SP:Iteration 4F (103232.240000 sec): 3 clusters
  Score: Raw -237956.957890 + Penalty 2577.784307 = -235379.173583
  nChanged 188
		SP:Iteration 5F (103232.290000 sec): 3 clusters
  Score: Raw -238166.752008 + Penalty 2577.784307 = -235588.967701
  nChanged 147
		SP:Iteration 6F (103232.340000 sec): 3 clusters
  Score: Raw -238325.165260 + Penalty 2577.784307 = -235747.380953
  nChanged 124
		SP:Iteration 7Q (103232.400000 sec): 3 clusters
  Score: Raw -238439.632024 + Penalty 2577.784307 = -235861.847717
  nChanged 83
		SP:Iteration 8Q (103232.460000 sec): 3 clusters
  Score: Raw -238504.641948 + Penalty 2577.784307 = -235926.857641
  nChanged 63
		SP:Iteration 9Q (103232.520000 sec): 3 clusters
  Score: Raw -238546.106595 + Penalty 2577.784307 = -235968.322288
  nChanged 48
		SP:Iteration 10Q (103232.570000 sec): 3 clusters
  Score: Raw -238578.893766 + Penalty 2577.784307 = -236001.109459
  nChanged 36
		SP:Iteration 11Q (103232.620000 sec): 3 clusters
  Score: Raw -238606.411735 + Penalty 2577.784307 = -236028.627428
  nChanged 24
		SP:Iteration 12Q (103232.670000 sec): 3 clusters
  Score: Raw -238618.865304 + Penalty 2577.784307 = -236041.080997
  nChanged 13
		SP:Iteration 13Q (103232.720000 sec): 3 clusters
  Score: Raw -238623.959528 + Penalty 2577.784307 = -236046.175221
  nChanged 14
		SP:Iteration 14Q (103232.780000 sec): 3 clusters
  Score: Raw -238630.052218 + Penalty 2577.784307 = -236052.267911
  nChanged 15
		SP:Iteration 15Q (103232.830000 sec): 3 clusters
  Score: Raw -238638.502832 + Penalty 2577.784307 = -236060.718525
  nChanged 20
		SP:Iteration 16Q (103232.880000 sec): 3 clusters
  Score: Raw -238648.909029 + Penalty 2577.784307 = -236071.124722
  nChanged 13
		SP:Iteration 17Q (103232.930000 sec): 3 clusters
  Score: Raw -238654.779806 + Penalty 2577.784307 = -236076.995500
  nChanged 11
		SP:Iteration 18Q (103232.980000 sec): 3 clusters
  Score: Raw -238660.650379 + Penalty 2577.784307 = -236082.866072
  nChanged 11
		SP:Iteration 19Q (103233.030000 sec): 3 clusters
  Score: Raw -238665.604191 + Penalty 2577.784307 = -236087.819884
  nChanged 10
		SP:Iteration 20F (103233.080000 sec): 3 clusters
  Score: Raw -238669.749643 + Penalty 2577.784307 = -236091.965336
  nChanged 6
		SP:Iteration 21Q (103233.140000 sec): 3 clusters
  Score: Raw -238671.762358 + Penalty 2577.784307 = -236093.978051
  nChanged 3
		SP:Iteration 22Q (103233.190000 sec): 3 clusters
  Score: Raw -238672.409921 + Penalty 2577.784307 = -236094.625614
  nChanged 1
		SP:Iteration 23Q (103233.240000 sec): 3 clusters
  Score: Raw -238672.872032 + Penalty 2577.784307 = -236095.087725
  nChanged 4
		SP:Iteration 24Q (103233.290000 sec): 3 clusters
  Score: Raw -238674.844942 + Penalty 2577.784307 = -236097.060635
  nChanged 4
		SP:Iteration 25Q (103233.340000 sec): 3 clusters
  Score: Raw -238676.193740 + Penalty 2577.784307 = -236098.409433
  nChanged 3
		SP:Iteration 26Q (103233.400000 sec): 3 clusters
  Score: Raw -238677.701121 + Penalty 2577.784307 = -236099.916814
  nChanged 3
		SP:Iteration 27Q (103233.450000 sec): 3 clusters
  Score: Raw -238678.332055 + Penalty 2577.784307 = -236100.547748
  nChanged 2
		SP:Iteration 28Q (103233.500000 sec): 3 clusters
  Score: Raw -238680.149132 + Penalty 2577.784307 = -236102.364825
  nChanged 2
		SP:Iteration 29Q (103233.550000 sec): 3 clusters
  Score: Raw -238680.916868 + Penalty 2577.784307 = -236103.132561
  nChanged 0
		SP:Iteration 30F (103233.700000 sec): 3 clusters
  Score: Raw -238680.916868 + Penalty 2577.784307 = -236103.132561
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 73 (4869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103233.820000 sec): 2 clusters
  Score: Raw -374917.322881 + Penalty 1379.729627 = -373537.593254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103233.920000 sec): 3 clusters
  Score: Raw -372444.245554 + Penalty 2759.459253 = -369684.786301
  nChanged 1932
		SP:Iteration 1F (103234.010000 sec): 3 clusters
  Score: Raw -373710.595997 + Penalty 2759.459253 = -370951.136743
  nChanged 435
		SP:Iteration 2F (103234.100000 sec): 3 clusters
  Score: Raw -374059.151256 + Penalty 2759.459253 = -371299.692003
  nChanged 369
		SP:Iteration 3F (103234.200000 sec): 3 clusters
  Score: Raw -374325.502595 + Penalty 2759.459253 = -371566.043342
  nChanged 263
		SP:Iteration 4F (103234.290000 sec): 3 clusters
  Score: Raw -374495.568038 + Penalty 2759.459253 = -371736.108785
  nChanged 224
		SP:Iteration 5Q (103234.380000 sec): 3 clusters
  Score: Raw -374634.329009 + Penalty 2759.459253 = -371874.869756
  nChanged 165
		SP:Iteration 6Q (103234.480000 sec): 3 clusters
  Score: Raw -374733.831837 + Penalty 2759.459253 = -371974.372583
  nChanged 154
		SP:Iteration 7Q (103234.570000 sec): 3 clusters
  Score: Raw -374822.705924 + Penalty 2759.459253 = -372063.246671
  nChanged 120
		SP:Iteration 8Q (103234.660000 sec): 3 clusters
  Score: Raw -374896.552750 + Penalty 2759.459253 = -372137.093497
  nChanged 97
		SP:Iteration 9Q (103234.760000 sec): 3 clusters
  Score: Raw -374961.798242 + Penalty 2759.459253 = -372202.338989
  nChanged 94
		SP:Iteration 10Q (103234.850000 sec): 3 clusters
  Score: Raw -375005.860005 + Penalty 2759.459253 = -372246.400752
  nChanged 68
		SP:Iteration 11Q (103234.980000 sec): 3 clusters
  Score: Raw -375042.368268 + Penalty 2759.459253 = -372282.909015
  nChanged 65
		SP:Iteration 12Q (103235.110000 sec): 3 clusters
  Score: Raw -375078.521532 + Penalty 2759.459253 = -372319.062278
  nChanged 61
		SP:Iteration 13Q (103235.210000 sec): 3 clusters
  Score: Raw -375116.721873 + Penalty 2759.459253 = -372357.262620
  nChanged 61
		SP:Iteration 14Q (103235.310000 sec): 3 clusters
  Score: Raw -375166.878022 + Penalty 2759.459253 = -372407.418769
  nChanged 75
		SP:Iteration 15Q (103235.400000 sec): 3 clusters
  Score: Raw -375215.790307 + Penalty 2759.459253 = -372456.331053
  nChanged 78
		SP:Iteration 16Q (103235.490000 sec): 3 clusters
  Score: Raw -375269.121509 + Penalty 2759.459253 = -372509.662256
  nChanged 67
		SP:Iteration 17Q (103235.590000 sec): 3 clusters
  Score: Raw -375305.281135 + Penalty 2759.459253 = -372545.821882
  nChanged 48
		SP:Iteration 18Q (103235.680000 sec): 3 clusters
  Score: Raw -375330.610576 + Penalty 2759.459253 = -372571.151323
  nChanged 45
		SP:Iteration 19Q (103235.770000 sec): 3 clusters
  Score: Raw -375350.952168 + Penalty 2759.459253 = -372591.492915
  nChanged 35
		SP:Iteration 20F (103235.870000 sec): 3 clusters
  Score: Raw -375364.325162 + Penalty 2759.459253 = -372604.865909
  nChanged 25
		SP:Iteration 21Q (103235.960000 sec): 3 clusters
  Score: Raw -375371.311821 + Penalty 2759.459253 = -372611.852567
  nChanged 10
		SP:Iteration 22Q (103236.050000 sec): 3 clusters
  Score: Raw -375373.423295 + Penalty 2759.459253 = -372613.964041
  nChanged 6
		SP:Iteration 23Q (103236.150000 sec): 3 clusters
  Score: Raw -375374.844422 + Penalty 2759.459253 = -372615.385169
  nChanged 7
		SP:Iteration 24Q (103236.240000 sec): 3 clusters
  Score: Raw -375377.568031 + Penalty 2759.459253 = -372618.108778
  nChanged 8
		SP:Iteration 25Q (103236.330000 sec): 3 clusters
  Score: Raw -375379.957827 + Penalty 2759.459253 = -372620.498574
  nChanged 5
		SP:Iteration 26Q (103236.430000 sec): 3 clusters
  Score: Raw -375381.613340 + Penalty 2759.459253 = -372622.154087
  nChanged 3
		SP:Iteration 27Q (103236.520000 sec): 3 clusters
  Score: Raw -375382.783146 + Penalty 2759.459253 = -372623.323893
  nChanged 1
		SP:Iteration 28Q (103236.610000 sec): 3 clusters
  Score: Raw -375383.127008 + Penalty 2759.459253 = -372623.667755
  nChanged 1
		SP:Iteration 29Q (103236.700000 sec): 3 clusters
  Score: Raw -375383.393494 + Penalty 2759.459253 = -372623.934241
  nChanged 2
		SP:Iteration 30Q (103236.790000 sec): 3 clusters
  Score: Raw -375383.967760 + Penalty 2759.459253 = -372624.508507
  nChanged 2
		SP:Iteration 31Q (103236.890000 sec): 3 clusters
  Score: Raw -375384.201510 + Penalty 2759.459253 = -372624.742257
  nChanged 2
		SP:Iteration 32Q (103236.980000 sec): 3 clusters
  Score: Raw -375384.670634 + Penalty 2759.459253 = -372625.211380
  nChanged 0
		SP:Iteration 33F (103237.080000 sec): 3 clusters
  Score: Raw -375384.670634 + Penalty 2759.459253 = -372625.211380
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 74 (7479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103237.210000 sec): 2 clusters
  Score: Raw -720052.576752 + Penalty 1449.476335 = -718603.100417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103237.330000 sec): 3 clusters
  Score: Raw -715980.011154 + Penalty 2898.952671 = -713081.058483
  nChanged 3164
		SP:Iteration 1F (103237.460000 sec): 3 clusters
  Score: Raw -717826.662704 + Penalty 2898.952671 = -714927.710033
  nChanged 591
		SP:Iteration 2F (103237.650000 sec): 3 clusters
  Score: Raw -718229.950832 + Penalty 2898.952671 = -715330.998161
  nChanged 588
		SP:Iteration 3F (103237.840000 sec): 3 clusters
  Score: Raw -718647.469443 + Penalty 2898.952671 = -715748.516772
  nChanged 563
		SP:Iteration 4F (103238.040000 sec): 3 clusters
  Score: Raw -719045.944291 + Penalty 2898.952671 = -716146.991620
  nChanged 493
		SP:Iteration 5F (103238.240000 sec): 3 clusters
  Score: Raw -719364.313715 + Penalty 2898.952671 = -716465.361044
  nChanged 389
		SP:Iteration 6F (103238.430000 sec): 3 clusters
  Score: Raw -719581.048235 + Penalty 2898.952671 = -716682.095564
  nChanged 292
		SP:Iteration 7Q (103238.630000 sec): 3 clusters
  Score: Raw -719732.778585 + Penalty 2898.952671 = -716833.825914
  nChanged 224
		SP:Iteration 8Q (103238.830000 sec): 3 clusters
  Score: Raw -719852.932576 + Penalty 2898.952671 = -716953.979905
  nChanged 199
		SP:Iteration 9Q (103239.030000 sec): 3 clusters
  Score: Raw -719969.228685 + Penalty 2898.952671 = -717070.276014
  nChanged 161
		SP:Iteration 10Q (103239.230000 sec): 3 clusters
  Score: Raw -720068.195117 + Penalty 2898.952671 = -717169.242446
  nChanged 150
		SP:Iteration 11Q (103239.430000 sec): 3 clusters
  Score: Raw -720165.122134 + Penalty 2898.952671 = -717266.169463
  nChanged 135
		SP:Iteration 12Q (103239.630000 sec): 3 clusters
  Score: Raw -720251.370782 + Penalty 2898.952671 = -717352.418111
  nChanged 135
		SP:Iteration 13Q (103239.830000 sec): 3 clusters
  Score: Raw -720320.593544 + Penalty 2898.952671 = -717421.640873
  nChanged 128
		SP:Iteration 14Q (103240.030000 sec): 3 clusters
  Score: Raw -720386.302357 + Penalty 2898.952671 = -717487.349686
  nChanged 121
		SP:Iteration 15Q (103240.270000 sec): 3 clusters
  Score: Raw -720436.349871 + Penalty 2898.952671 = -717537.397200
  nChanged 108
		SP:Iteration 16Q (103240.470000 sec): 3 clusters
  Score: Raw -720478.947610 + Penalty 2898.952671 = -717579.994939
  nChanged 91
		SP:Iteration 17Q (103240.670000 sec): 3 clusters
  Score: Raw -720508.515811 + Penalty 2898.952671 = -717609.563140
  nChanged 72
		SP:Iteration 18Q (103240.860000 sec): 3 clusters
  Score: Raw -720526.018127 + Penalty 2898.952671 = -717627.065456
  nChanged 55
		SP:Iteration 19Q (103241.060000 sec): 3 clusters
  Score: Raw -720541.039781 + Penalty 2898.952671 = -717642.087110
  nChanged 52
		SP:Iteration 20F (103241.260000 sec): 3 clusters
  Score: Raw -720553.940609 + Penalty 2898.952671 = -717654.987938
  nChanged 46
		SP:Iteration 21Q (103241.460000 sec): 3 clusters
  Score: Raw -720566.686945 + Penalty 2898.952671 = -717667.734274
  nChanged 58
		SP:Iteration 22Q (103241.660000 sec): 3 clusters
  Score: Raw -720580.305504 + Penalty 2898.952671 = -717681.352833
  nChanged 57
		SP:Iteration 23Q (103241.860000 sec): 3 clusters
  Score: Raw -720595.869938 + Penalty 2898.952671 = -717696.917267
  nChanged 61
		SP:Iteration 24Q (103242.060000 sec): 3 clusters
  Score: Raw -720611.533038 + Penalty 2898.952671 = -717712.580367
  nChanged 51
		SP:Iteration 25Q (103242.260000 sec): 3 clusters
  Score: Raw -720625.506151 + Penalty 2898.952671 = -717726.553480
  nChanged 53
		SP:Iteration 26Q (103242.460000 sec): 3 clusters
  Score: Raw -720638.505101 + Penalty 2898.952671 = -717739.552430
  nChanged 47
		SP:Iteration 27Q (103242.690000 sec): 3 clusters
  Score: Raw -720650.043949 + Penalty 2898.952671 = -717751.091278
  nChanged 42
		SP:Iteration 28Q (103242.810000 sec): 3 clusters
  Score: Raw -720659.876780 + Penalty 2898.952671 = -717760.924109
  nChanged 37
		SP:Iteration 29Q (103242.920000 sec): 3 clusters
  Score: Raw -720669.360361 + Penalty 2898.952671 = -717770.407690
  nChanged 39
		SP:Iteration 30Q (103243.130000 sec): 3 clusters
  Score: Raw -720679.330081 + Penalty 2898.952671 = -717780.377410
  nChanged 39
		SP:Iteration 31Q (103243.330000 sec): 3 clusters
  Score: Raw -720693.734279 + Penalty 2898.952671 = -717794.781608
  nChanged 51
		SP:Iteration 32Q (103243.540000 sec): 3 clusters
  Score: Raw -720718.911979 + Penalty 2898.952671 = -717819.959308
  nChanged 73
		SP:Iteration 33Q (103243.740000 sec): 3 clusters
  Score: Raw -720756.513035 + Penalty 2898.952671 = -717857.560364
  nChanged 81
		SP:Iteration 34Q (103243.940000 sec): 3 clusters
  Score: Raw -720809.296067 + Penalty 2898.952671 = -717910.343396
  nChanged 83
		SP:Iteration 35Q (103244.130000 sec): 3 clusters
  Score: Raw -720864.220288 + Penalty 2898.952671 = -717965.267617
  nChanged 99
		SP:Iteration 36Q (103244.330000 sec): 3 clusters
  Score: Raw -720919.279943 + Penalty 2898.952671 = -718020.327272
  nChanged 85
		SP:Iteration 37Q (103244.530000 sec): 3 clusters
  Score: Raw -720967.409142 + Penalty 2898.952671 = -718068.456471
  nChanged 96
		SP:Iteration 38Q (103244.730000 sec): 3 clusters
  Score: Raw -721007.302714 + Penalty 2898.952671 = -718108.350043
  nChanged 80
		SP:Iteration 39Q (103244.930000 sec): 3 clusters
  Score: Raw -721036.446295 + Penalty 2898.952671 = -718137.493624
  nChanged 55
		SP:Iteration 40F (103245.120000 sec): 3 clusters
  Score: Raw -721057.981807 + Penalty 2898.952671 = -718159.029136
  nChanged 62
		SP:Iteration 41Q (103245.330000 sec): 3 clusters
  Score: Raw -721080.870997 + Penalty 2898.952671 = -718181.918326
  nChanged 60
		SP:Iteration 42Q (103245.530000 sec): 3 clusters
  Score: Raw -721100.248904 + Penalty 2898.952671 = -718201.296233
  nChanged 45
		SP:Iteration 43Q (103245.720000 sec): 3 clusters
  Score: Raw -721115.204081 + Penalty 2898.952671 = -718216.251410
  nChanged 50
		SP:Iteration 44Q (103245.920000 sec): 3 clusters
  Score: Raw -721131.017049 + Penalty 2898.952671 = -718232.064378
  nChanged 52
		SP:Iteration 45Q (103246.130000 sec): 3 clusters
  Score: Raw -721147.241825 + Penalty 2898.952671 = -718248.289154
  nChanged 43
		SP:Iteration 46Q (103246.330000 sec): 3 clusters
  Score: Raw -721159.471633 + Penalty 2898.952671 = -718260.518962
  nChanged 36
		SP:Iteration 47Q (103246.530000 sec): 3 clusters
  Score: Raw -721168.454148 + Penalty 2898.952671 = -718269.501477
  nChanged 24
		SP:Iteration 48Q (103246.740000 sec): 3 clusters
  Score: Raw -721175.840003 + Penalty 2898.952671 = -718276.887333
  nChanged 16
		SP:Iteration 49Q (103246.940000 sec): 3 clusters
  Score: Raw -721180.177040 + Penalty 2898.952671 = -718281.224369
  nChanged 17
		SP:Iteration 50Q (103247.140000 sec): 3 clusters
  Score: Raw -721184.611666 + Penalty 2898.952671 = -718285.658995
  nChanged 17
		SP:Iteration 51Q (103247.250000 sec): 3 clusters
  Score: Raw -721189.598320 + Penalty 2898.952671 = -718290.645649
  nChanged 20
		SP:Iteration 52Q (103247.370000 sec): 3 clusters
  Score: Raw -721195.583155 + Penalty 2898.952671 = -718296.630484
  nChanged 26
		SP:Iteration 53Q (103247.500000 sec): 3 clusters
  Score: Raw -721201.517139 + Penalty 2898.952671 = -718302.564468
  nChanged 11
		SP:Iteration 54Q (103247.620000 sec): 3 clusters
  Score: Raw -721204.011459 + Penalty 2898.952671 = -718305.058788
  nChanged 14
		SP:Iteration 55Q (103247.740000 sec): 3 clusters
  Score: Raw -721207.083970 + Penalty 2898.952671 = -718308.131299
  nChanged 13
		SP:Iteration 56Q (103247.850000 sec): 3 clusters
  Score: Raw -721209.744791 + Penalty 2898.952671 = -718310.792120
  nChanged 15
		SP:Iteration 57Q (103247.980000 sec): 3 clusters
  Score: Raw -721212.866116 + Penalty 2898.952671 = -718313.913445
  nChanged 13
		SP:Iteration 58Q (103248.100000 sec): 3 clusters
  Score: Raw -721215.085005 + Penalty 2898.952671 = -718316.132334
  nChanged 6
		SP:Iteration 59Q (103248.220000 sec): 3 clusters
  Score: Raw -721216.114245 + Penalty 2898.952671 = -718317.161574
  nChanged 7
		SP:Iteration 60F (103248.340000 sec): 3 clusters
  Score: Raw -721217.762552 + Penalty 2898.952671 = -718318.809881
  nChanged 6
		SP:Iteration 61Q (103248.550000 sec): 3 clusters
  Score: Raw -721219.108503 + Penalty 2898.952671 = -718320.155832
  nChanged 4
		SP:Iteration 62Q (103248.750000 sec): 3 clusters
  Score: Raw -721219.926456 + Penalty 2898.952671 = -718320.973785
  nChanged 4
		SP:Iteration 63Q (103248.950000 sec): 3 clusters
  Score: Raw -721220.664429 + Penalty 2898.952671 = -718321.711758
  nChanged 4
		SP:Iteration 64Q (103249.060000 sec): 3 clusters
  Score: Raw -721221.412647 + Penalty 2898.952671 = -718322.459976
  nChanged 5
		SP:Iteration 65Q (103249.180000 sec): 3 clusters
  Score: Raw -721222.497847 + Penalty 2898.952671 = -718323.545176
  nChanged 7
		SP:Iteration 66Q (103249.300000 sec): 3 clusters
  Score: Raw -721223.609578 + Penalty 2898.952671 = -718324.656907
  nChanged 2
		SP:Iteration 67Q (103249.500000 sec): 3 clusters
  Score: Raw -721224.045860 + Penalty 2898.952671 = -718325.093190
  nChanged 2
		SP:Iteration 68Q (103249.710000 sec): 3 clusters
  Score: Raw -721224.434900 + Penalty 2898.952671 = -718325.482229
  nChanged 1
		SP:Iteration 69Q (103249.880000 sec): 3 clusters
  Score: Raw -721224.619922 + Penalty 2898.952671 = -718325.667251
  nChanged 2
		SP:Iteration 70Q (103250.060000 sec): 3 clusters
  Score: Raw -721224.959107 + Penalty 2898.952671 = -718326.006436
  nChanged 0
		SP:Iteration 71F (103250.240000 sec): 3 clusters
  Score: Raw -721224.959107 + Penalty 2898.952671 = -718326.006436
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 75 (3225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103250.360000 sec): 2 clusters
  Score: Raw -266906.169506 + Penalty 1312.786837 = -265593.382669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103250.430000 sec): 3 clusters
  Score: Raw -265322.707956 + Penalty 2625.573674 = -262697.134282
  nChanged 1271
		SP:Iteration 1F (103250.490000 sec): 3 clusters
  Score: Raw -266071.755764 + Penalty 2625.573674 = -263446.182090
  nChanged 286
		SP:Iteration 2F (103250.550000 sec): 3 clusters
  Score: Raw -266268.631152 + Penalty 2625.573674 = -263643.057477
  nChanged 188
		SP:Iteration 3F (103250.610000 sec): 3 clusters
  Score: Raw -266391.591938 + Penalty 2625.573674 = -263766.018263
  nChanged 129
		SP:Iteration 4Q (103250.680000 sec): 3 clusters
  Score: Raw -266472.459474 + Penalty 2625.573674 = -263846.885799
  nChanged 96
		SP:Iteration 5Q (103250.740000 sec): 3 clusters
  Score: Raw -266523.232150 + Penalty 2625.573674 = -263897.658476
  nChanged 88
		SP:Iteration 6Q (103250.810000 sec): 3 clusters
  Score: Raw -266569.750358 + Penalty 2625.573674 = -263944.176683
  nChanged 72
		SP:Iteration 7Q (103250.880000 sec): 3 clusters
  Score: Raw -266617.930695 + Penalty 2625.573674 = -263992.357020
  nChanged 77
		SP:Iteration 8Q (103250.940000 sec): 3 clusters
  Score: Raw -266679.054845 + Penalty 2625.573674 = -264053.481171
  nChanged 85
		SP:Iteration 9Q (103251.010000 sec): 3 clusters
  Score: Raw -266748.996633 + Penalty 2625.573674 = -264123.422959
  nChanged 94
		SP:Iteration 10Q (103251.070000 sec): 3 clusters
  Score: Raw -266821.250154 + Penalty 2625.573674 = -264195.676480
  nChanged 97
		SP:Iteration 11Q (103251.130000 sec): 3 clusters
  Score: Raw -266896.692306 + Penalty 2625.573674 = -264271.118632
  nChanged 85
		SP:Iteration 12Q (103251.200000 sec): 3 clusters
  Score: Raw -266956.128928 + Penalty 2625.573674 = -264330.555253
  nChanged 81
		SP:Iteration 13Q (103251.260000 sec): 3 clusters
  Score: Raw -267003.181490 + Penalty 2625.573674 = -264377.607816
  nChanged 67
		SP:Iteration 14Q (103251.320000 sec): 3 clusters
  Score: Raw -267044.729812 + Penalty 2625.573674 = -264419.156137
  nChanged 68
		SP:Iteration 15Q (103251.390000 sec): 3 clusters
  Score: Raw -267085.860911 + Penalty 2625.573674 = -264460.287237
  nChanged 54
		SP:Iteration 16Q (103251.460000 sec): 3 clusters
  Score: Raw -267116.071849 + Penalty 2625.573674 = -264490.498175
  nChanged 43
		SP:Iteration 17Q (103251.530000 sec): 3 clusters
  Score: Raw -267136.805175 + Penalty 2625.573674 = -264511.231501
  nChanged 30
		SP:Iteration 18Q (103251.710000 sec): 3 clusters
  Score: Raw -267151.032762 + Penalty 2625.573674 = -264525.459087
  nChanged 21
		SP:Iteration 19Q (103251.860000 sec): 3 clusters
  Score: Raw -267160.163288 + Penalty 2625.573674 = -264534.589614
  nChanged 14
		SP:Iteration 20F (103252.030000 sec): 3 clusters
  Score: Raw -267166.380684 + Penalty 2625.573674 = -264540.807009
  nChanged 14
		SP:Iteration 21Q (103252.210000 sec): 3 clusters
  Score: Raw -267173.830354 + Penalty 2625.573674 = -264548.256679
  nChanged 14
		SP:Iteration 22Q (103252.390000 sec): 3 clusters
  Score: Raw -267179.261559 + Penalty 2625.573674 = -264553.687884
  nChanged 11
		SP:Iteration 23Q (103252.560000 sec): 3 clusters
  Score: Raw -267183.010609 + Penalty 2625.573674 = -264557.436935
  nChanged 10
		SP:Iteration 24Q (103252.740000 sec): 3 clusters
  Score: Raw -267186.763017 + Penalty 2625.573674 = -264561.189342
  nChanged 6
		SP:Iteration 25Q (103252.910000 sec): 3 clusters
  Score: Raw -267188.453497 + Penalty 2625.573674 = -264562.879823
  nChanged 7
		SP:Iteration 26Q (103253.090000 sec): 3 clusters
  Score: Raw -267190.345186 + Penalty 2625.573674 = -264564.771512
  nChanged 4
		SP:Iteration 27Q (103253.270000 sec): 3 clusters
  Score: Raw -267191.342913 + Penalty 2625.573674 = -264565.769238
  nChanged 5
		SP:Iteration 28Q (103253.440000 sec): 3 clusters
  Score: Raw -267192.790091 + Penalty 2625.573674 = -264567.216416
  nChanged 4
		SP:Iteration 29Q (103253.620000 sec): 3 clusters
  Score: Raw -267193.879456 + Penalty 2625.573674 = -264568.305782
  nChanged 5
		SP:Iteration 30Q (103253.790000 sec): 3 clusters
  Score: Raw -267195.751147 + Penalty 2625.573674 = -264570.177473
  nChanged 2
		SP:Iteration 31Q (103253.970000 sec): 3 clusters
  Score: Raw -267196.738697 + Penalty 2625.573674 = -264571.165023
  nChanged 3
		SP:Iteration 32Q (103254.150000 sec): 3 clusters
  Score: Raw -267197.532800 + Penalty 2625.573674 = -264571.959125
  nChanged 1
		SP:Iteration 33Q (103254.320000 sec): 3 clusters
  Score: Raw -267197.902583 + Penalty 2625.573674 = -264572.328909
  nChanged 0
		SP:Iteration 34F (103254.500000 sec): 3 clusters
  Score: Raw -267197.902583 + Penalty 2625.573674 = -264572.328909
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 76 (2746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103254.610000 sec): 2 clusters
  Score: Raw -227828.703615 + Penalty 1286.658845 = -226542.044770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103254.780000 sec): 3 clusters
  Score: Raw -226524.017440 + Penalty 2573.317691 = -223950.699750
  nChanged 1022
		SP:Iteration 1F (103254.960000 sec): 3 clusters
  Score: Raw -227240.943284 + Penalty 2573.317691 = -224667.625593
  nChanged 280
		SP:Iteration 2F (103255.130000 sec): 3 clusters
  Score: Raw -227507.156365 + Penalty 2573.317691 = -224933.838675
  nChanged 195
		SP:Iteration 3F (103255.310000 sec): 3 clusters
  Score: Raw -227700.436215 + Penalty 2573.317691 = -225127.118524
  nChanged 158
		SP:Iteration 4F (103255.490000 sec): 3 clusters
  Score: Raw -227857.248457 + Penalty 2573.317691 = -225283.930766
  nChanged 132
		SP:Iteration 5Q (103255.660000 sec): 3 clusters
  Score: Raw -227991.932276 + Penalty 2573.317691 = -225418.614585
  nChanged 117
		SP:Iteration 6Q (103255.880000 sec): 3 clusters
  Score: Raw -228096.137321 + Penalty 2573.317691 = -225522.819630
  nChanged 90
		SP:Iteration 7Q (103256.000000 sec): 3 clusters
  Score: Raw -228176.460917 + Penalty 2573.317691 = -225603.143227
  nChanged 72
		SP:Iteration 8Q (103256.170000 sec): 3 clusters
  Score: Raw -228239.128636 + Penalty 2573.317691 = -225665.810945
  nChanged 77
		SP:Iteration 9Q (103256.350000 sec): 3 clusters
  Score: Raw -228301.453149 + Penalty 2573.317691 = -225728.135458
  nChanged 57
		SP:Iteration 10Q (103256.520000 sec): 3 clusters
  Score: Raw -228341.459453 + Penalty 2573.317691 = -225768.141762
  nChanged 51
		SP:Iteration 11Q (103256.700000 sec): 3 clusters
  Score: Raw -228369.004589 + Penalty 2573.317691 = -225795.686898
  nChanged 31
		SP:Iteration 12Q (103256.870000 sec): 3 clusters
  Score: Raw -228388.635047 + Penalty 2573.317691 = -225815.317356
  nChanged 18
		SP:Iteration 13Q (103257.050000 sec): 3 clusters
  Score: Raw -228400.236462 + Penalty 2573.317691 = -225826.918771
  nChanged 33
		SP:Iteration 14Q (103257.230000 sec): 3 clusters
  Score: Raw -228423.772008 + Penalty 2573.317691 = -225850.454317
  nChanged 31
		SP:Iteration 15Q (103257.400000 sec): 3 clusters
  Score: Raw -228441.620068 + Penalty 2573.317691 = -225868.302377
  nChanged 25
		SP:Iteration 16Q (103257.580000 sec): 3 clusters
  Score: Raw -228453.931547 + Penalty 2573.317691 = -225880.613856
  nChanged 23
		SP:Iteration 17Q (103257.750000 sec): 3 clusters
  Score: Raw -228467.608006 + Penalty 2573.317691 = -225894.290315
  nChanged 17
		SP:Iteration 18Q (103257.930000 sec): 3 clusters
  Score: Raw -228474.656832 + Penalty 2573.317691 = -225901.339141
  nChanged 13
		SP:Iteration 19Q (103258.110000 sec): 3 clusters
  Score: Raw -228479.866073 + Penalty 2573.317691 = -225906.548382
  nChanged 9
		SP:Iteration 20F (103258.280000 sec): 3 clusters
  Score: Raw -228482.393433 + Penalty 2573.317691 = -225909.075742
  nChanged 5
		SP:Iteration 21Q (103258.460000 sec): 3 clusters
  Score: Raw -228484.210184 + Penalty 2573.317691 = -225910.892494
  nChanged 1
		SP:Iteration 22Q (103258.680000 sec): 3 clusters
  Score: Raw -228484.984813 + Penalty 2573.317691 = -225911.667123
  nChanged 1
		SP:Iteration 23Q (103258.850000 sec): 3 clusters
  Score: Raw -228485.206663 + Penalty 2573.317691 = -225911.888972
  nChanged 1
		SP:Iteration 24Q (103259.010000 sec): 3 clusters
  Score: Raw -228485.447717 + Penalty 2573.317691 = -225912.130027
  nChanged 0
		SP:Iteration 25F (103259.180000 sec): 3 clusters
  Score: Raw -228485.447717 + Penalty 2573.317691 = -225912.130027
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 77 (2133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103259.260000 sec): 2 clusters
  Score: Raw -176847.112545 + Penalty 1245.608767 = -175601.503778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103259.430000 sec): 3 clusters
  Score: Raw -175945.874206 + Penalty 2491.217534 = -173454.656673
  nChanged 735
		SP:Iteration 1F (103259.610000 sec): 3 clusters
  Score: Raw -176466.689949 + Penalty 2491.217534 = -173975.472415
  nChanged 184
		SP:Iteration 2F (103259.790000 sec): 3 clusters
  Score: Raw -176644.334212 + Penalty 2491.217534 = -174153.116679
  nChanged 127
		SP:Iteration 3F (103259.960000 sec): 3 clusters
  Score: Raw -176766.942944 + Penalty 2491.217534 = -174275.725411
  nChanged 92
		SP:Iteration 4Q (103260.140000 sec): 3 clusters
  Score: Raw -176837.885354 + Penalty 2491.217534 = -174346.667820
  nChanged 71
		SP:Iteration 5Q (103260.310000 sec): 3 clusters
  Score: Raw -176900.304829 + Penalty 2491.217534 = -174409.087296
  nChanged 62
		SP:Iteration 6Q (103260.490000 sec): 3 clusters
  Score: Raw -176949.886581 + Penalty 2491.217534 = -174458.669047
  nChanged 57
		SP:Iteration 7Q (103260.670000 sec): 3 clusters
  Score: Raw -177004.841432 + Penalty 2491.217534 = -174513.623899
  nChanged 55
		SP:Iteration 8Q (103260.840000 sec): 3 clusters
  Score: Raw -177047.016301 + Penalty 2491.217534 = -174555.798767
  nChanged 47
		SP:Iteration 9Q (103261.020000 sec): 3 clusters
  Score: Raw -177084.061619 + Penalty 2491.217534 = -174592.844086
  nChanged 39
		SP:Iteration 10Q (103261.190000 sec): 3 clusters
  Score: Raw -177112.506325 + Penalty 2491.217534 = -174621.288792
  nChanged 36
		SP:Iteration 11Q (103261.370000 sec): 3 clusters
  Score: Raw -177146.218175 + Penalty 2491.217534 = -174655.000641
  nChanged 35
		SP:Iteration 12Q (103261.550000 sec): 3 clusters
  Score: Raw -177184.418689 + Penalty 2491.217534 = -174693.201155
  nChanged 45
		SP:Iteration 13Q (103261.720000 sec): 3 clusters
  Score: Raw -177227.404813 + Penalty 2491.217534 = -174736.187280
  nChanged 42
		SP:Iteration 14Q (103261.900000 sec): 3 clusters
  Score: Raw -177260.355273 + Penalty 2491.217534 = -174769.137740
  nChanged 32
		SP:Iteration 15Q (103262.070000 sec): 3 clusters
  Score: Raw -177290.658568 + Penalty 2491.217534 = -174799.441034
  nChanged 39
		SP:Iteration 16Q (103262.250000 sec): 3 clusters
  Score: Raw -177337.663116 + Penalty 2491.217534 = -174846.445583
  nChanged 43
		SP:Iteration 17Q (103262.420000 sec): 3 clusters
  Score: Raw -177399.397203 + Penalty 2491.217534 = -174908.179670
  nChanged 57
		SP:Iteration 18Q (103262.600000 sec): 3 clusters
  Score: Raw -177519.674142 + Penalty 2491.217534 = -175028.456609
  nChanged 64
		SP:Iteration 19Q (103262.770000 sec): 3 clusters
  Score: Raw -177659.228981 + Penalty 2491.217534 = -175168.011448
  nChanged 63
		SP:Iteration 20F (103262.950000 sec): 3 clusters
  Score: Raw -177790.800856 + Penalty 2491.217534 = -175299.583322
  nChanged 59
		SP:Iteration 21Q (103263.130000 sec): 3 clusters
  Score: Raw -177895.427881 + Penalty 2491.217534 = -175404.210348
  nChanged 42
		SP:Iteration 22Q (103263.300000 sec): 3 clusters
  Score: Raw -177946.793914 + Penalty 2491.217534 = -175455.576381
  nChanged 24
		SP:Iteration 23Q (103263.480000 sec): 3 clusters
  Score: Raw -177969.994928 + Penalty 2491.217534 = -175478.777395
  nChanged 15
		SP:Iteration 24Q (103263.650000 sec): 3 clusters
  Score: Raw -177988.425531 + Penalty 2491.217534 = -175497.207998
  nChanged 10
		SP:Iteration 25Q (103263.830000 sec): 3 clusters
  Score: Raw -177999.221527 + Penalty 2491.217534 = -175508.003994
  nChanged 5
		SP:Iteration 26Q (103264.010000 sec): 3 clusters
  Score: Raw -178002.896719 + Penalty 2491.217534 = -175511.679185
  nChanged 3
		SP:Iteration 27Q (103264.180000 sec): 3 clusters
  Score: Raw -178005.905533 + Penalty 2491.217534 = -175514.687999
  nChanged 1
		SP:Iteration 28Q (103264.360000 sec): 3 clusters
  Score: Raw -178006.399076 + Penalty 2491.217534 = -175515.181543
  nChanged 0
		SP:Iteration 29F (103264.530000 sec): 3 clusters
  Score: Raw -178006.399076 + Penalty 2491.217534 = -175515.181543
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 78 (5123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103264.650000 sec): 2 clusters
  Score: Raw -509103.375587 + Penalty 1387.993016 = -507715.382571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103264.870000 sec): 3 clusters
  Score: Raw -506430.463504 + Penalty 2775.986032 = -503654.477472
  nChanged 2120
		SP:Iteration 1F (103265.040000 sec): 3 clusters
  Score: Raw -507561.411189 + Penalty 2775.986032 = -504785.425157
  nChanged 383
		SP:Iteration 2F (103265.220000 sec): 3 clusters
  Score: Raw -507751.717201 + Penalty 2775.986032 = -504975.731169
  nChanged 284
		SP:Iteration 3F (103265.370000 sec): 3 clusters
  Score: Raw -507880.837281 + Penalty 2775.986032 = -505104.851248
  nChanged 191
		SP:Iteration 4Q (103265.570000 sec): 3 clusters
  Score: Raw -507965.150792 + Penalty 2775.986032 = -505189.164759
  nChanged 169
		SP:Iteration 5Q (103265.710000 sec): 3 clusters
  Score: Raw -508030.564692 + Penalty 2775.986032 = -505254.578660
  nChanged 142
		SP:Iteration 6Q (103265.890000 sec): 3 clusters
  Score: Raw -508089.847748 + Penalty 2775.986032 = -505313.861716
  nChanged 128
		SP:Iteration 7Q (103266.060000 sec): 3 clusters
  Score: Raw -508140.652471 + Penalty 2775.986032 = -505364.666439
  nChanged 107
		SP:Iteration 8Q (103266.240000 sec): 3 clusters
  Score: Raw -508179.174021 + Penalty 2775.986032 = -505403.187989
  nChanged 105
		SP:Iteration 9Q (103266.440000 sec): 3 clusters
  Score: Raw -508216.442888 + Penalty 2775.986032 = -505440.456855
  nChanged 82
		SP:Iteration 10Q (103266.630000 sec): 3 clusters
  Score: Raw -508245.209888 + Penalty 2775.986032 = -505469.223856
  nChanged 89
		SP:Iteration 11Q (103266.810000 sec): 3 clusters
  Score: Raw -508280.678974 + Penalty 2775.986032 = -505504.692942
  nChanged 98
		SP:Iteration 12Q (103266.980000 sec): 3 clusters
  Score: Raw -508321.290951 + Penalty 2775.986032 = -505545.304918
  nChanged 98
		SP:Iteration 13Q (103267.160000 sec): 3 clusters
  Score: Raw -508360.766044 + Penalty 2775.986032 = -505584.780012
  nChanged 99
		SP:Iteration 14Q (103267.340000 sec): 3 clusters
  Score: Raw -508397.374373 + Penalty 2775.986032 = -505621.388341
  nChanged 96
		SP:Iteration 15Q (103267.510000 sec): 3 clusters
  Score: Raw -508434.476102 + Penalty 2775.986032 = -505658.490069
  nChanged 103
		SP:Iteration 16Q (103267.680000 sec): 3 clusters
  Score: Raw -508477.148212 + Penalty 2775.986032 = -505701.162180
  nChanged 95
		SP:Iteration 17Q (103267.860000 sec): 3 clusters
  Score: Raw -508516.766043 + Penalty 2775.986032 = -505740.780011
  nChanged 104
		SP:Iteration 18Q (103268.030000 sec): 3 clusters
  Score: Raw -508568.391437 + Penalty 2775.986032 = -505792.405405
  nChanged 114
		SP:Iteration 19Q (103268.210000 sec): 3 clusters
  Score: Raw -508629.332348 + Penalty 2775.986032 = -505853.346316
  nChanged 120
		SP:Iteration 20F (103268.380000 sec): 3 clusters
  Score: Raw -508702.355526 + Penalty 2775.986032 = -505926.369494
  nChanged 109
		SP:Iteration 21Q (103268.560000 sec): 3 clusters
  Score: Raw -508761.586861 + Penalty 2775.986032 = -505985.600829
  nChanged 102
		SP:Iteration 22Q (103268.730000 sec): 3 clusters
  Score: Raw -508821.977381 + Penalty 2775.986032 = -506045.991349
  nChanged 77
		SP:Iteration 23Q (103268.910000 sec): 3 clusters
  Score: Raw -508871.261702 + Penalty 2775.986032 = -506095.275670
  nChanged 77
		SP:Iteration 24Q (103269.080000 sec): 3 clusters
  Score: Raw -508925.644615 + Penalty 2775.986032 = -506149.658583
  nChanged 71
		SP:Iteration 25Q (103269.300000 sec): 3 clusters
  Score: Raw -508982.211575 + Penalty 2775.986032 = -506206.225542
  nChanged 56
		SP:Iteration 26Q (103269.480000 sec): 3 clusters
  Score: Raw -509026.734407 + Penalty 2775.986032 = -506250.748375
  nChanged 44
		SP:Iteration 27Q (103269.650000 sec): 3 clusters
  Score: Raw -509058.018743 + Penalty 2775.986032 = -506282.032710
  nChanged 37
		SP:Iteration 28Q (103269.790000 sec): 3 clusters
  Score: Raw -509083.703173 + Penalty 2775.986032 = -506307.717141
  nChanged 33
		SP:Iteration 29Q (103269.930000 sec): 3 clusters
  Score: Raw -509111.718153 + Penalty 2775.986032 = -506335.732121
  nChanged 30
		SP:Iteration 30Q (103270.020000 sec): 3 clusters
  Score: Raw -509142.630072 + Penalty 2775.986032 = -506366.644039
  nChanged 27
		SP:Iteration 31Q (103270.120000 sec): 3 clusters
  Score: Raw -509167.203795 + Penalty 2775.986032 = -506391.217763
  nChanged 24
		SP:Iteration 32Q (103270.220000 sec): 3 clusters
  Score: Raw -509187.885667 + Penalty 2775.986032 = -506411.899635
  nChanged 18
		SP:Iteration 33Q (103270.310000 sec): 3 clusters
  Score: Raw -509204.394668 + Penalty 2775.986032 = -506428.408636
  nChanged 18
		SP:Iteration 34Q (103270.400000 sec): 3 clusters
  Score: Raw -509223.623868 + Penalty 2775.986032 = -506447.637836
  nChanged 17
		SP:Iteration 35Q (103270.500000 sec): 3 clusters
  Score: Raw -509241.254105 + Penalty 2775.986032 = -506465.268073
  nChanged 13
		SP:Iteration 36Q (103270.590000 sec): 3 clusters
  Score: Raw -509253.664658 + Penalty 2775.986032 = -506477.678626
  nChanged 8
		SP:Iteration 37Q (103270.680000 sec): 3 clusters
  Score: Raw -509262.670209 + Penalty 2775.986032 = -506486.684176
  nChanged 8
		SP:Iteration 38Q (103270.920000 sec): 3 clusters
  Score: Raw -509270.818655 + Penalty 2775.986032 = -506494.832623
  nChanged 5
		SP:Iteration 39Q (103271.110000 sec): 3 clusters
  Score: Raw -509274.782163 + Penalty 2775.986032 = -506498.796130
  nChanged 3
		SP:Iteration 40F (103271.290000 sec): 3 clusters
  Score: Raw -509279.120672 + Penalty 2775.986032 = -506503.134640
  nChanged 5
		SP:Iteration 41Q (103271.460000 sec): 3 clusters
  Score: Raw -509283.690636 + Penalty 2775.986032 = -506507.704604
  nChanged 2
		SP:Iteration 42Q (103271.640000 sec): 3 clusters
  Score: Raw -509284.950485 + Penalty 2775.986032 = -506508.964453
  nChanged 0
		SP:Iteration 43F (103271.860000 sec): 3 clusters
  Score: Raw -509284.950485 + Penalty 2775.986032 = -506508.964453
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 79 (2345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103271.960000 sec): 2 clusters
  Score: Raw -180068.531222 + Penalty 1261.006611 = -178807.524611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103272.140000 sec): 3 clusters
  Score: Raw -179092.854708 + Penalty 2522.013221 = -176570.841487
  nChanged 815
		SP:Iteration 1F (103272.310000 sec): 3 clusters
  Score: Raw -179713.812293 + Penalty 2522.013221 = -177191.799072
  nChanged 202
		SP:Iteration 2F (103272.490000 sec): 3 clusters
  Score: Raw -179899.622613 + Penalty 2522.013221 = -177377.609391
  nChanged 162
		SP:Iteration 3F (103272.660000 sec): 3 clusters
  Score: Raw -180024.748129 + Penalty 2522.013221 = -177502.734908
  nChanged 103
		SP:Iteration 4Q (103272.840000 sec): 3 clusters
  Score: Raw -180103.004807 + Penalty 2522.013221 = -177580.991586
  nChanged 72
		SP:Iteration 5Q (103273.020000 sec): 3 clusters
  Score: Raw -180158.566728 + Penalty 2522.013221 = -177636.553506
  nChanged 50
		SP:Iteration 6Q (103273.190000 sec): 3 clusters
  Score: Raw -180193.087799 + Penalty 2522.013221 = -177671.074578
  nChanged 43
		SP:Iteration 7Q (103273.370000 sec): 3 clusters
  Score: Raw -180218.588612 + Penalty 2522.013221 = -177696.575390
  nChanged 29
		SP:Iteration 8Q (103273.540000 sec): 3 clusters
  Score: Raw -180233.312530 + Penalty 2522.013221 = -177711.299309
  nChanged 20
		SP:Iteration 9Q (103273.720000 sec): 3 clusters
  Score: Raw -180240.877245 + Penalty 2522.013221 = -177718.864024
  nChanged 11
		SP:Iteration 10Q (103273.900000 sec): 3 clusters
  Score: Raw -180244.816748 + Penalty 2522.013221 = -177722.803527
  nChanged 5
		SP:Iteration 11Q (103274.070000 sec): 3 clusters
  Score: Raw -180246.597320 + Penalty 2522.013221 = -177724.584098
  nChanged 7
		SP:Iteration 12Q (103274.250000 sec): 3 clusters
  Score: Raw -180250.806821 + Penalty 2522.013221 = -177728.793600
  nChanged 12
		SP:Iteration 13Q (103274.420000 sec): 3 clusters
  Score: Raw -180257.371607 + Penalty 2522.013221 = -177735.358386
  nChanged 14
		SP:Iteration 14Q (103274.600000 sec): 3 clusters
  Score: Raw -180263.932515 + Penalty 2522.013221 = -177741.919294
  nChanged 12
		SP:Iteration 15Q (103274.780000 sec): 3 clusters
  Score: Raw -180268.575530 + Penalty 2522.013221 = -177746.562308
  nChanged 11
		SP:Iteration 16Q (103274.950000 sec): 3 clusters
  Score: Raw -180274.485853 + Penalty 2522.013221 = -177752.472632
  nChanged 15
		SP:Iteration 17Q (103275.120000 sec): 3 clusters
  Score: Raw -180280.450653 + Penalty 2522.013221 = -177758.437431
  nChanged 15
		SP:Iteration 18Q (103275.300000 sec): 3 clusters
  Score: Raw -180285.773349 + Penalty 2522.013221 = -177763.760127
  nChanged 9
		SP:Iteration 19Q (103275.480000 sec): 3 clusters
  Score: Raw -180289.582767 + Penalty 2522.013221 = -177767.569546
  nChanged 9
		SP:Iteration 20F (103275.650000 sec): 3 clusters
  Score: Raw -180294.784001 + Penalty 2522.013221 = -177772.770779
  nChanged 9
		SP:Iteration 21Q (103275.830000 sec): 3 clusters
  Score: Raw -180299.345827 + Penalty 2522.013221 = -177777.332606
  nChanged 12
		SP:Iteration 22Q (103276.000000 sec): 3 clusters
  Score: Raw -180305.252607 + Penalty 2522.013221 = -177783.239386
  nChanged 12
		SP:Iteration 23Q (103276.180000 sec): 3 clusters
  Score: Raw -180309.959669 + Penalty 2522.013221 = -177787.946447
  nChanged 10
		SP:Iteration 24Q (103276.360000 sec): 3 clusters
  Score: Raw -180313.196484 + Penalty 2522.013221 = -177791.183263
  nChanged 6
		SP:Iteration 25Q (103276.530000 sec): 3 clusters
  Score: Raw -180316.738823 + Penalty 2522.013221 = -177794.725602
  nChanged 8
		SP:Iteration 26Q (103276.710000 sec): 3 clusters
  Score: Raw -180320.259441 + Penalty 2522.013221 = -177798.246220
  nChanged 6
		SP:Iteration 27Q (103276.880000 sec): 3 clusters
  Score: Raw -180322.259625 + Penalty 2522.013221 = -177800.246403
  nChanged 0
		SP:Iteration 28F (103277.060000 sec): 3 clusters
  Score: Raw -180322.259625 + Penalty 2522.013221 = -177800.246403
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 80 (4549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103277.140000 sec): 2 clusters
  Score: Raw -325466.314268 + Penalty 1368.682690 = -324097.631578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103277.320000 sec): 3 clusters
  Score: Raw -323144.226634 + Penalty 2737.365380 = -320406.861254
  nChanged 1802
		SP:Iteration 1F (103277.500000 sec): 3 clusters
  Score: Raw -324212.220139 + Penalty 2737.365380 = -321474.854759
  nChanged 378
		SP:Iteration 2F (103277.670000 sec): 3 clusters
  Score: Raw -324516.602227 + Penalty 2737.365380 = -321779.236847
  nChanged 318
		SP:Iteration 3F (103277.840000 sec): 3 clusters
  Score: Raw -324802.272331 + Penalty 2737.365380 = -322064.906951
  nChanged 299
		SP:Iteration 4F (103278.020000 sec): 3 clusters
  Score: Raw -325087.936440 + Penalty 2737.365380 = -322350.571060
  nChanged 260
		SP:Iteration 5F (103278.200000 sec): 3 clusters
  Score: Raw -325299.975303 + Penalty 2737.365380 = -322562.609923
  nChanged 197
		SP:Iteration 6Q (103278.370000 sec): 3 clusters
  Score: Raw -325447.815018 + Penalty 2737.365380 = -322710.449638
  nChanged 179
		SP:Iteration 7Q (103278.580000 sec): 3 clusters
  Score: Raw -325564.525726 + Penalty 2737.365380 = -322827.160346
  nChanged 124
		SP:Iteration 8Q (103278.720000 sec): 3 clusters
  Score: Raw -325641.664392 + Penalty 2737.365380 = -322904.299012
  nChanged 91
		SP:Iteration 9Q (103278.890000 sec): 3 clusters
  Score: Raw -325689.871858 + Penalty 2737.365380 = -322952.506478
  nChanged 89
		SP:Iteration 10Q (103279.070000 sec): 3 clusters
  Score: Raw -325731.598275 + Penalty 2737.365380 = -322994.232895
  nChanged 69
		SP:Iteration 11Q (103279.240000 sec): 3 clusters
  Score: Raw -325766.054885 + Penalty 2737.365380 = -323028.689505
  nChanged 61
		SP:Iteration 12Q (103279.420000 sec): 3 clusters
  Score: Raw -325795.510856 + Penalty 2737.365380 = -323058.145476
  nChanged 62
		SP:Iteration 13Q (103279.600000 sec): 3 clusters
  Score: Raw -325821.964521 + Penalty 2737.365380 = -323084.599141
  nChanged 51
		SP:Iteration 14Q (103279.770000 sec): 3 clusters
  Score: Raw -325841.044236 + Penalty 2737.365380 = -323103.678856
  nChanged 38
		SP:Iteration 15Q (103279.950000 sec): 3 clusters
  Score: Raw -325855.771279 + Penalty 2737.365380 = -323118.405899
  nChanged 33
		SP:Iteration 16Q (103280.120000 sec): 3 clusters
  Score: Raw -325870.678922 + Penalty 2737.365380 = -323133.313542
  nChanged 32
		SP:Iteration 17Q (103280.300000 sec): 3 clusters
  Score: Raw -325884.139430 + Penalty 2737.365380 = -323146.774050
  nChanged 32
		SP:Iteration 18Q (103280.480000 sec): 3 clusters
  Score: Raw -325898.492757 + Penalty 2737.365380 = -323161.127377
  nChanged 29
		SP:Iteration 19Q (103280.600000 sec): 3 clusters
  Score: Raw -325911.621737 + Penalty 2737.365380 = -323174.256357
  nChanged 22
		SP:Iteration 20F (103280.700000 sec): 3 clusters
  Score: Raw -325919.635089 + Penalty 2737.365380 = -323182.269709
  nChanged 16
		SP:Iteration 21Q (103280.780000 sec): 3 clusters
  Score: Raw -325923.781775 + Penalty 2737.365380 = -323186.416395
  nChanged 17
		SP:Iteration 22Q (103280.860000 sec): 3 clusters
  Score: Raw -325930.585211 + Penalty 2737.365380 = -323193.219831
  nChanged 18
		SP:Iteration 23Q (103280.950000 sec): 3 clusters
  Score: Raw -325937.612067 + Penalty 2737.365380 = -323200.246687
  nChanged 20
		SP:Iteration 24Q (103281.040000 sec): 3 clusters
  Score: Raw -325945.824899 + Penalty 2737.365380 = -323208.459519
  nChanged 15
		SP:Iteration 25Q (103281.120000 sec): 3 clusters
  Score: Raw -325951.405232 + Penalty 2737.365380 = -323214.039852
  nChanged 17
		SP:Iteration 26Q (103281.210000 sec): 3 clusters
  Score: Raw -325957.167990 + Penalty 2737.365380 = -323219.802610
  nChanged 17
		SP:Iteration 27Q (103281.320000 sec): 3 clusters
  Score: Raw -325962.660825 + Penalty 2737.365380 = -323225.295445
  nChanged 19
		SP:Iteration 28Q (103281.500000 sec): 3 clusters
  Score: Raw -325972.098881 + Penalty 2737.365380 = -323234.733502
  nChanged 14
		SP:Iteration 29Q (103281.680000 sec): 3 clusters
  Score: Raw -325978.364374 + Penalty 2737.365380 = -323240.998994
  nChanged 12
		SP:Iteration 30Q (103281.850000 sec): 3 clusters
  Score: Raw -325983.934009 + Penalty 2737.365380 = -323246.568629
  nChanged 14
		SP:Iteration 31Q (103282.030000 sec): 3 clusters
  Score: Raw -325988.799317 + Penalty 2737.365380 = -323251.433937
  nChanged 10
		SP:Iteration 32Q (103282.200000 sec): 3 clusters
  Score: Raw -325991.341742 + Penalty 2737.365380 = -323253.976362
  nChanged 8
		SP:Iteration 33Q (103282.380000 sec): 3 clusters
  Score: Raw -325994.106131 + Penalty 2737.365380 = -323256.740751
  nChanged 10
		SP:Iteration 34Q (103282.550000 sec): 3 clusters
  Score: Raw -325998.452336 + Penalty 2737.365380 = -323261.086956
  nChanged 14
		SP:Iteration 35Q (103282.730000 sec): 3 clusters
  Score: Raw -326003.437134 + Penalty 2737.365380 = -323266.071754
  nChanged 11
		SP:Iteration 36Q (103282.900000 sec): 3 clusters
  Score: Raw -326007.411929 + Penalty 2737.365380 = -323270.046549
  nChanged 10
		SP:Iteration 37Q (103283.080000 sec): 3 clusters
  Score: Raw -326010.536903 + Penalty 2737.365380 = -323273.171523
  nChanged 5
		SP:Iteration 38Q (103283.260000 sec): 3 clusters
  Score: Raw -326012.224868 + Penalty 2737.365380 = -323274.859488
  nChanged 3
		SP:Iteration 39Q (103283.430000 sec): 3 clusters
  Score: Raw -326013.321926 + Penalty 2737.365380 = -323275.956546
  nChanged 2
		SP:Iteration 40F (103283.610000 sec): 3 clusters
  Score: Raw -326013.847923 + Penalty 2737.365380 = -323276.482543
  nChanged 3
		SP:Iteration 41Q (103283.780000 sec): 3 clusters
  Score: Raw -326014.269292 + Penalty 2737.365380 = -323276.903912
  nChanged 0
		SP:Iteration 42F (103283.960000 sec): 3 clusters
  Score: Raw -326014.269292 + Penalty 2737.365380 = -323276.903912
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 81 (4688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103284.080000 sec): 2 clusters
  Score: Raw -398732.591653 + Penalty 1373.573716 = -397359.017936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103284.260000 sec): 3 clusters
  Score: Raw -396391.003732 + Penalty 2747.147433 = -393643.856299
  nChanged 1876
		SP:Iteration 1F (103284.440000 sec): 3 clusters
  Score: Raw -397658.234350 + Penalty 2747.147433 = -394911.086917
  nChanged 488
		SP:Iteration 2F (103284.620000 sec): 3 clusters
  Score: Raw -398142.475687 + Penalty 2747.147433 = -395395.328254
  nChanged 376
		SP:Iteration 3F (103284.790000 sec): 3 clusters
  Score: Raw -398465.328943 + Penalty 2747.147433 = -395718.181510
  nChanged 261
		SP:Iteration 4F (103284.960000 sec): 3 clusters
  Score: Raw -398684.436297 + Penalty 2747.147433 = -395937.288864
  nChanged 224
		SP:Iteration 5Q (103285.140000 sec): 3 clusters
  Score: Raw -398833.710716 + Penalty 2747.147433 = -396086.563284
  nChanged 165
		SP:Iteration 6Q (103285.320000 sec): 3 clusters
  Score: Raw -398931.678491 + Penalty 2747.147433 = -396184.531059
  nChanged 113
		SP:Iteration 7Q (103285.490000 sec): 3 clusters
  Score: Raw -398997.648815 + Penalty 2747.147433 = -396250.501383
  nChanged 89
		SP:Iteration 8Q (103285.670000 sec): 3 clusters
  Score: Raw -399044.829697 + Penalty 2747.147433 = -396297.682264
  nChanged 82
		SP:Iteration 9Q (103285.840000 sec): 3 clusters
  Score: Raw -399075.283233 + Penalty 2747.147433 = -396328.135800
  nChanged 65
		SP:Iteration 10Q (103286.020000 sec): 3 clusters
  Score: Raw -399101.368396 + Penalty 2747.147433 = -396354.220963
  nChanged 59
		SP:Iteration 11Q (103286.200000 sec): 3 clusters
  Score: Raw -399126.658340 + Penalty 2747.147433 = -396379.510907
  nChanged 58
		SP:Iteration 12Q (103286.370000 sec): 3 clusters
  Score: Raw -399161.307458 + Penalty 2747.147433 = -396414.160025
  nChanged 64
		SP:Iteration 13Q (103286.550000 sec): 3 clusters
  Score: Raw -399196.476782 + Penalty 2747.147433 = -396449.329349
  nChanged 69
		SP:Iteration 14Q (103286.720000 sec): 3 clusters
  Score: Raw -399228.211319 + Penalty 2747.147433 = -396481.063887
  nChanged 52
		SP:Iteration 15Q (103286.900000 sec): 3 clusters
  Score: Raw -399250.407966 + Penalty 2747.147433 = -396503.260534
  nChanged 36
		SP:Iteration 16Q (103286.980000 sec): 3 clusters
  Score: Raw -399268.515022 + Penalty 2747.147433 = -396521.367589
  nChanged 43
		SP:Iteration 17Q (103287.070000 sec): 3 clusters
  Score: Raw -399288.570530 + Penalty 2747.147433 = -396541.423097
  nChanged 41
		SP:Iteration 18Q (103287.160000 sec): 3 clusters
  Score: Raw -399304.098599 + Penalty 2747.147433 = -396556.951166
  nChanged 31
		SP:Iteration 19Q (103287.260000 sec): 3 clusters
  Score: Raw -399316.394372 + Penalty 2747.147433 = -396569.246940
  nChanged 29
		SP:Iteration 20F (103287.350000 sec): 3 clusters
  Score: Raw -399330.474093 + Penalty 2747.147433 = -396583.326660
  nChanged 34
		SP:Iteration 21Q (103287.440000 sec): 3 clusters
  Score: Raw -399345.208381 + Penalty 2747.147433 = -396598.060949
  nChanged 23
		SP:Iteration 22Q (103287.570000 sec): 3 clusters
  Score: Raw -399352.393931 + Penalty 2747.147433 = -396605.246498
  nChanged 18
		SP:Iteration 23Q (103287.750000 sec): 3 clusters
  Score: Raw -399358.440158 + Penalty 2747.147433 = -396611.292726
  nChanged 16
		SP:Iteration 24Q (103287.920000 sec): 3 clusters
  Score: Raw -399363.830167 + Penalty 2747.147433 = -396616.682735
  nChanged 13
		SP:Iteration 25Q (103288.100000 sec): 3 clusters
  Score: Raw -399368.126025 + Penalty 2747.147433 = -396620.978592
  nChanged 8
		SP:Iteration 26Q (103288.270000 sec): 3 clusters
  Score: Raw -399372.268030 + Penalty 2747.147433 = -396625.120598
  nChanged 12
		SP:Iteration 27Q (103288.450000 sec): 3 clusters
  Score: Raw -399375.639494 + Penalty 2747.147433 = -396628.492062
  nChanged 9
		SP:Iteration 28Q (103288.620000 sec): 3 clusters
  Score: Raw -399379.716068 + Penalty 2747.147433 = -396632.568636
  nChanged 5
		SP:Iteration 29Q (103288.800000 sec): 3 clusters
  Score: Raw -399382.081326 + Penalty 2747.147433 = -396634.933893
  nChanged 9
		SP:Iteration 30Q (103288.970000 sec): 3 clusters
  Score: Raw -399385.159976 + Penalty 2747.147433 = -396638.012543
  nChanged 10
		SP:Iteration 31Q (103289.150000 sec): 3 clusters
  Score: Raw -399389.112023 + Penalty 2747.147433 = -396641.964590
  nChanged 12
		SP:Iteration 32Q (103289.330000 sec): 3 clusters
  Score: Raw -399397.501382 + Penalty 2747.147433 = -396650.353949
  nChanged 16
		SP:Iteration 33Q (103289.500000 sec): 3 clusters
  Score: Raw -399412.805570 + Penalty 2747.147433 = -396665.658137
  nChanged 25
		SP:Iteration 34Q (103289.680000 sec): 3 clusters
  Score: Raw -399428.137797 + Penalty 2747.147433 = -396680.990364
  nChanged 23
		SP:Iteration 35Q (103289.850000 sec): 3 clusters
  Score: Raw -399440.619400 + Penalty 2747.147433 = -396693.471968
  nChanged 20
		SP:Iteration 36Q (103290.030000 sec): 3 clusters
  Score: Raw -399447.585539 + Penalty 2747.147433 = -396700.438107
  nChanged 15
		SP:Iteration 37Q (103290.200000 sec): 3 clusters
  Score: Raw -399456.224582 + Penalty 2747.147433 = -396709.077149
  nChanged 18
		SP:Iteration 38Q (103290.380000 sec): 3 clusters
  Score: Raw -399464.401494 + Penalty 2747.147433 = -396717.254061
  nChanged 13
		SP:Iteration 39Q (103290.550000 sec): 3 clusters
  Score: Raw -399469.896870 + Penalty 2747.147433 = -396722.749438
  nChanged 16
		SP:Iteration 40F (103290.730000 sec): 3 clusters
  Score: Raw -399474.893131 + Penalty 2747.147433 = -396727.745698
  nChanged 9
		SP:Iteration 41Q (103290.910000 sec): 3 clusters
  Score: Raw -399477.677865 + Penalty 2747.147433 = -396730.530432
  nChanged 4
		SP:Iteration 42Q (103291.080000 sec): 3 clusters
  Score: Raw -399479.025124 + Penalty 2747.147433 = -396731.877691
  nChanged 3
		SP:Iteration 43Q (103291.260000 sec): 3 clusters
  Score: Raw -399479.670644 + Penalty 2747.147433 = -396732.523212
  nChanged 3
		SP:Iteration 44Q (103291.430000 sec): 3 clusters
  Score: Raw -399480.281646 + Penalty 2747.147433 = -396733.134213
  nChanged 1
		SP:Iteration 45Q (103291.610000 sec): 3 clusters
  Score: Raw -399480.471818 + Penalty 2747.147433 = -396733.324385
  nChanged 2
		SP:Iteration 46Q (103291.780000 sec): 3 clusters
  Score: Raw -399481.095307 + Penalty 2747.147433 = -396733.947874
  nChanged 3
		SP:Iteration 47Q (103291.960000 sec): 3 clusters
  Score: Raw -399481.870902 + Penalty 2747.147433 = -396734.723469
  nChanged 3
		SP:Iteration 48Q (103292.130000 sec): 3 clusters
  Score: Raw -399482.737434 + Penalty 2747.147433 = -396735.590002
  nChanged 2
		SP:Iteration 49Q (103292.310000 sec): 3 clusters
  Score: Raw -399483.160065 + Penalty 2747.147433 = -396736.012633
  nChanged 2
		SP:Iteration 50Q (103292.490000 sec): 3 clusters
  Score: Raw -399483.618247 + Penalty 2747.147433 = -396736.470814
  nChanged 1
		SP:Iteration 51Q (103292.660000 sec): 3 clusters
  Score: Raw -399483.706822 + Penalty 2747.147433 = -396736.559389
  nChanged 0
		SP:Iteration 52F (103292.840000 sec): 3 clusters
  Score: Raw -399483.706822 + Penalty 2747.147433 = -396736.559389
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 82 (4300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103292.930000 sec): 2 clusters
  Score: Raw -387619.158387 + Penalty 1359.535174 = -386259.623213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103293.100000 sec): 3 clusters
  Score: Raw -385462.341438 + Penalty 2719.070348 = -382743.271090
  nChanged 1687
		SP:Iteration 1F (103293.280000 sec): 3 clusters
  Score: Raw -386499.553515 + Penalty 2719.070348 = -383780.483167
  nChanged 358
		SP:Iteration 2F (103293.450000 sec): 3 clusters
  Score: Raw -386723.184040 + Penalty 2719.070348 = -384004.113692
  nChanged 265
		SP:Iteration 3F (103293.630000 sec): 3 clusters
  Score: Raw -386897.301070 + Penalty 2719.070348 = -384178.230722
  nChanged 228
		SP:Iteration 4F (103293.810000 sec): 3 clusters
  Score: Raw -387074.025823 + Penalty 2719.070348 = -384354.955475
  nChanged 236
		SP:Iteration 5F (103293.980000 sec): 3 clusters
  Score: Raw -387225.885226 + Penalty 2719.070348 = -384506.814878
  nChanged 209
		SP:Iteration 6Q (103294.160000 sec): 3 clusters
  Score: Raw -387369.462700 + Penalty 2719.070348 = -384650.392351
  nChanged 195
		SP:Iteration 7Q (103294.310000 sec): 3 clusters
  Score: Raw -387488.892179 + Penalty 2719.070348 = -384769.821831
  nChanged 148
		SP:Iteration 8Q (103294.400000 sec): 3 clusters
  Score: Raw -387586.936323 + Penalty 2719.070348 = -384867.865975
  nChanged 129
		SP:Iteration 9Q (103294.490000 sec): 3 clusters
  Score: Raw -387664.738312 + Penalty 2719.070348 = -384945.667964
  nChanged 118
		SP:Iteration 10Q (103294.570000 sec): 3 clusters
  Score: Raw -387743.315358 + Penalty 2719.070348 = -385024.245010
  nChanged 108
		SP:Iteration 11Q (103294.660000 sec): 3 clusters
  Score: Raw -387826.186177 + Penalty 2719.070348 = -385107.115829
  nChanged 109
		SP:Iteration 12Q (103294.750000 sec): 3 clusters
  Score: Raw -387910.173925 + Penalty 2719.070348 = -385191.103577
  nChanged 101
		SP:Iteration 13Q (103294.830000 sec): 3 clusters
  Score: Raw -387971.494639 + Penalty 2719.070348 = -385252.424291
  nChanged 82
		SP:Iteration 14Q (103294.920000 sec): 3 clusters
  Score: Raw -388023.695740 + Penalty 2719.070348 = -385304.625392
  nChanged 72
		SP:Iteration 15Q (103295.010000 sec): 3 clusters
  Score: Raw -388064.678603 + Penalty 2719.070348 = -385345.608255
  nChanged 64
		SP:Iteration 16Q (103295.090000 sec): 3 clusters
  Score: Raw -388100.522094 + Penalty 2719.070348 = -385381.451746
  nChanged 75
		SP:Iteration 17Q (103295.180000 sec): 3 clusters
  Score: Raw -388153.822784 + Penalty 2719.070348 = -385434.752436
  nChanged 84
		SP:Iteration 18Q (103295.270000 sec): 3 clusters
  Score: Raw -388222.653327 + Penalty 2719.070348 = -385503.582979
  nChanged 82
		SP:Iteration 19Q (103295.350000 sec): 3 clusters
  Score: Raw -388297.456894 + Penalty 2719.070348 = -385578.386546
  nChanged 79
		SP:Iteration 20F (103295.430000 sec): 3 clusters
  Score: Raw -388366.953791 + Penalty 2719.070348 = -385647.883443
  nChanged 59
		SP:Iteration 21Q (103295.510000 sec): 3 clusters
  Score: Raw -388399.865576 + Penalty 2719.070348 = -385680.795228
  nChanged 46
		SP:Iteration 22Q (103295.590000 sec): 3 clusters
  Score: Raw -388422.723403 + Penalty 2719.070348 = -385703.653055
  nChanged 40
		SP:Iteration 23Q (103295.670000 sec): 3 clusters
  Score: Raw -388440.298543 + Penalty 2719.070348 = -385721.228195
  nChanged 22
		SP:Iteration 24Q (103295.840000 sec): 3 clusters
  Score: Raw -388449.549496 + Penalty 2719.070348 = -385730.479148
  nChanged 22
		SP:Iteration 25Q (103295.920000 sec): 3 clusters
  Score: Raw -388456.322771 + Penalty 2719.070348 = -385737.252423
  nChanged 13
		SP:Iteration 26Q (103296.000000 sec): 3 clusters
  Score: Raw -388460.259918 + Penalty 2719.070348 = -385741.189570
  nChanged 6
		SP:Iteration 27Q (103296.080000 sec): 3 clusters
  Score: Raw -388461.858727 + Penalty 2719.070348 = -385742.788379
  nChanged 5
		SP:Iteration 28Q (103296.160000 sec): 3 clusters
  Score: Raw -388463.211136 + Penalty 2719.070348 = -385744.140788
  nChanged 7
		SP:Iteration 29Q (103296.240000 sec): 3 clusters
  Score: Raw -388465.418003 + Penalty 2719.070348 = -385746.347655
  nChanged 6
		SP:Iteration 30Q (103296.320000 sec): 3 clusters
  Score: Raw -388467.184196 + Penalty 2719.070348 = -385748.113848
  nChanged 5
		SP:Iteration 31Q (103296.390000 sec): 3 clusters
  Score: Raw -388468.822164 + Penalty 2719.070348 = -385749.751816
  nChanged 8
		SP:Iteration 32Q (103296.470000 sec): 3 clusters
  Score: Raw -388470.828760 + Penalty 2719.070348 = -385751.758412
  nChanged 7
		SP:Iteration 33Q (103296.550000 sec): 3 clusters
  Score: Raw -388472.347015 + Penalty 2719.070348 = -385753.276667
  nChanged 6
		SP:Iteration 34Q (103296.630000 sec): 3 clusters
  Score: Raw -388473.788866 + Penalty 2719.070348 = -385754.718518
  nChanged 4
		SP:Iteration 35Q (103296.710000 sec): 3 clusters
  Score: Raw -388474.782766 + Penalty 2719.070348 = -385755.712418
  nChanged 1
		SP:Iteration 36Q (103296.790000 sec): 3 clusters
  Score: Raw -388474.993511 + Penalty 2719.070348 = -385755.923163
  nChanged 1
		SP:Iteration 37Q (103296.870000 sec): 3 clusters
  Score: Raw -388475.108156 + Penalty 2719.070348 = -385756.037808
  nChanged 1
		SP:Iteration 38Q (103296.950000 sec): 3 clusters
  Score: Raw -388475.318980 + Penalty 2719.070348 = -385756.248632
  nChanged 0
		SP:Iteration 39F (103297.040000 sec): 3 clusters
  Score: Raw -388475.318980 + Penalty 2719.070348 = -385756.248632
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 83 (4602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103297.150000 sec): 2 clusters
  Score: Raw -451561.446596 + Penalty 1370.565019 = -450190.881577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103297.370000 sec): 3 clusters
  Score: Raw -449175.290127 + Penalty 2741.130038 = -446434.160089
  nChanged 1872
		SP:Iteration 1F (103297.550000 sec): 3 clusters
  Score: Raw -450185.345512 + Penalty 2741.130038 = -447444.215474
  nChanged 350
		SP:Iteration 2F (103297.720000 sec): 3 clusters
  Score: Raw -450382.916915 + Penalty 2741.130038 = -447641.786877
  nChanged 292
		SP:Iteration 3F (103297.900000 sec): 3 clusters
  Score: Raw -450562.334084 + Penalty 2741.130038 = -447821.204046
  nChanged 250
		SP:Iteration 4F (103298.070000 sec): 3 clusters
  Score: Raw -450709.089229 + Penalty 2741.130038 = -447967.959191
  nChanged 251
		SP:Iteration 5F (103298.250000 sec): 3 clusters
  Score: Raw -450895.962743 + Penalty 2741.130038 = -448154.832706
  nChanged 265
		SP:Iteration 6F (103298.430000 sec): 3 clusters
  Score: Raw -451103.258085 + Penalty 2741.130038 = -448362.128047
  nChanged 283
		SP:Iteration 7F (103298.580000 sec): 3 clusters
  Score: Raw -451313.050367 + Penalty 2741.130038 = -448571.920329
  nChanged 251
		SP:Iteration 8F (103298.670000 sec): 3 clusters
  Score: Raw -451469.082618 + Penalty 2741.130038 = -448727.952580
  nChanged 171
		SP:Iteration 9Q (103298.770000 sec): 3 clusters
  Score: Raw -451567.640769 + Penalty 2741.130038 = -448826.510731
  nChanged 110
		SP:Iteration 10Q (103298.850000 sec): 3 clusters
  Score: Raw -451624.445472 + Penalty 2741.130038 = -448883.315434
  nChanged 90
		SP:Iteration 11Q (103298.950000 sec): 3 clusters
  Score: Raw -451666.936206 + Penalty 2741.130038 = -448925.806168
  nChanged 66
		SP:Iteration 12Q (103299.040000 sec): 3 clusters
  Score: Raw -451693.161699 + Penalty 2741.130038 = -448952.031661
  nChanged 45
		SP:Iteration 13Q (103299.130000 sec): 3 clusters
  Score: Raw -451709.342766 + Penalty 2741.130038 = -448968.212728
  nChanged 34
		SP:Iteration 14Q (103299.220000 sec): 3 clusters
  Score: Raw -451721.556694 + Penalty 2741.130038 = -448980.426656
  nChanged 35
		SP:Iteration 15Q (103299.310000 sec): 3 clusters
  Score: Raw -451732.934929 + Penalty 2741.130038 = -448991.804891
  nChanged 24
		SP:Iteration 16Q (103299.400000 sec): 3 clusters
  Score: Raw -451741.606640 + Penalty 2741.130038 = -449000.476602
  nChanged 19
		SP:Iteration 17Q (103299.490000 sec): 3 clusters
  Score: Raw -451749.344334 + Penalty 2741.130038 = -449008.214296
  nChanged 22
		SP:Iteration 18Q (103299.580000 sec): 3 clusters
  Score: Raw -451758.312200 + Penalty 2741.130038 = -449017.182162
  nChanged 20
		SP:Iteration 19Q (103299.660000 sec): 3 clusters
  Score: Raw -451765.977407 + Penalty 2741.130038 = -449024.847369
  nChanged 24
		SP:Iteration 20F (103299.750000 sec): 3 clusters
  Score: Raw -451779.511124 + Penalty 2741.130038 = -449038.381086
  nChanged 32
		SP:Iteration 21Q (103299.840000 sec): 3 clusters
  Score: Raw -451792.397323 + Penalty 2741.130038 = -449051.267285
  nChanged 24
		SP:Iteration 22Q (103300.010000 sec): 3 clusters
  Score: Raw -451800.523536 + Penalty 2741.130038 = -449059.393498
  nChanged 24
		SP:Iteration 23Q (103300.100000 sec): 3 clusters
  Score: Raw -451808.532494 + Penalty 2741.130038 = -449067.402456
  nChanged 19
		SP:Iteration 24Q (103300.300000 sec): 3 clusters
  Score: Raw -451813.919571 + Penalty 2741.130038 = -449072.789534
  nChanged 10
		SP:Iteration 25Q (103300.480000 sec): 3 clusters
  Score: Raw -451816.857811 + Penalty 2741.130038 = -449075.727773
  nChanged 12
		SP:Iteration 26Q (103300.650000 sec): 3 clusters
  Score: Raw -451820.749285 + Penalty 2741.130038 = -449079.619247
  nChanged 11
		SP:Iteration 27Q (103300.820000 sec): 3 clusters
  Score: Raw -451823.833064 + Penalty 2741.130038 = -449082.703026
  nChanged 14
		SP:Iteration 28Q (103301.000000 sec): 3 clusters
  Score: Raw -451827.972918 + Penalty 2741.130038 = -449086.842880
  nChanged 14
		SP:Iteration 29Q (103301.180000 sec): 3 clusters
  Score: Raw -451834.218013 + Penalty 2741.130038 = -449093.087975
  nChanged 13
		SP:Iteration 30Q (103301.350000 sec): 3 clusters
  Score: Raw -451841.196323 + Penalty 2741.130038 = -449100.066285
  nChanged 20
		SP:Iteration 31Q (103301.450000 sec): 3 clusters
  Score: Raw -451847.766151 + Penalty 2741.130038 = -449106.636113
  nChanged 19
		SP:Iteration 32Q (103301.540000 sec): 3 clusters
  Score: Raw -451853.154772 + Penalty 2741.130038 = -449112.024734
  nChanged 13
		SP:Iteration 33Q (103301.620000 sec): 3 clusters
  Score: Raw -451856.392829 + Penalty 2741.130038 = -449115.262791
  nChanged 10
		SP:Iteration 34Q (103301.710000 sec): 3 clusters
  Score: Raw -451858.553783 + Penalty 2741.130038 = -449117.423745
  nChanged 8
		SP:Iteration 35Q (103301.800000 sec): 3 clusters
  Score: Raw -451860.233829 + Penalty 2741.130038 = -449119.103791
  nChanged 10
		SP:Iteration 36Q (103301.890000 sec): 3 clusters
  Score: Raw -451863.596226 + Penalty 2741.130038 = -449122.466188
  nChanged 10
		SP:Iteration 37Q (103301.980000 sec): 3 clusters
  Score: Raw -451866.733220 + Penalty 2741.130038 = -449125.603182
  nChanged 9
		SP:Iteration 38Q (103302.140000 sec): 3 clusters
  Score: Raw -451868.672735 + Penalty 2741.130038 = -449127.542697
  nChanged 7
		SP:Iteration 39Q (103302.220000 sec): 3 clusters
  Score: Raw -451870.267384 + Penalty 2741.130038 = -449129.137346
  nChanged 13
		SP:Iteration 40F (103302.420000 sec): 3 clusters
  Score: Raw -451874.082802 + Penalty 2741.130038 = -449132.952764
  nChanged 16
		SP:Iteration 41Q (103302.600000 sec): 3 clusters
  Score: Raw -451879.523130 + Penalty 2741.130038 = -449138.393092
  nChanged 18
		SP:Iteration 42Q (103302.770000 sec): 3 clusters
  Score: Raw -451886.092284 + Penalty 2741.130038 = -449144.962246
  nChanged 22
		SP:Iteration 43Q (103302.950000 sec): 3 clusters
  Score: Raw -451892.154921 + Penalty 2741.130038 = -449151.024883
  nChanged 25
		SP:Iteration 44Q (103303.120000 sec): 3 clusters
  Score: Raw -451900.288159 + Penalty 2741.130038 = -449159.158121
  nChanged 34
		SP:Iteration 45Q (103303.300000 sec): 3 clusters
  Score: Raw -451913.502366 + Penalty 2741.130038 = -449172.372328
  nChanged 39
		SP:Iteration 46Q (103303.480000 sec): 3 clusters
  Score: Raw -451928.500908 + Penalty 2741.130038 = -449187.370870
  nChanged 36
		SP:Iteration 47Q (103303.560000 sec): 3 clusters
  Score: Raw -451941.627911 + Penalty 2741.130038 = -449200.497873
  nChanged 37
		SP:Iteration 48Q (103303.650000 sec): 3 clusters
  Score: Raw -451958.704353 + Penalty 2741.130038 = -449217.574315
  nChanged 44
		SP:Iteration 49Q (103303.750000 sec): 3 clusters
  Score: Raw -451977.137725 + Penalty 2741.130038 = -449236.007687
  nChanged 34
		SP:Iteration 50Q (103303.830000 sec): 3 clusters
  Score: Raw -451992.269811 + Penalty 2741.130038 = -449251.139774
  nChanged 39
		SP:Iteration 51Q (103303.920000 sec): 3 clusters
  Score: Raw -452009.723496 + Penalty 2741.130038 = -449268.593458
  nChanged 37
		SP:Iteration 52Q (103304.010000 sec): 3 clusters
  Score: Raw -452026.565279 + Penalty 2741.130038 = -449285.435242
  nChanged 37
		SP:Iteration 53Q (103304.100000 sec): 3 clusters
  Score: Raw -452044.119457 + Penalty 2741.130038 = -449302.989419
  nChanged 49
		SP:Iteration 54Q (103304.190000 sec): 3 clusters
  Score: Raw -452063.990771 + Penalty 2741.130038 = -449322.860733
  nChanged 42
		SP:Iteration 55Q (103304.280000 sec): 3 clusters
  Score: Raw -452082.965332 + Penalty 2741.130038 = -449341.835294
  nChanged 39
		SP:Iteration 56Q (103304.440000 sec): 3 clusters
  Score: Raw -452100.254061 + Penalty 2741.130038 = -449359.124024
  nChanged 37
		SP:Iteration 57Q (103304.530000 sec): 3 clusters
  Score: Raw -452115.064511 + Penalty 2741.130038 = -449373.934473
  nChanged 36
		SP:Iteration 58Q (103304.620000 sec): 3 clusters
  Score: Raw -452130.842494 + Penalty 2741.130038 = -449389.712457
  nChanged 32
		SP:Iteration 59Q (103304.700000 sec): 3 clusters
  Score: Raw -452144.822245 + Penalty 2741.130038 = -449403.692207
  nChanged 40
		SP:Iteration 60F (103304.790000 sec): 3 clusters
  Score: Raw -452161.982946 + Penalty 2741.130038 = -449420.852908
  nChanged 33
		SP:Iteration 61Q (103304.870000 sec): 3 clusters
  Score: Raw -452178.115327 + Penalty 2741.130038 = -449436.985289
  nChanged 41
		SP:Iteration 62Q (103304.960000 sec): 3 clusters
  Score: Raw -452194.839291 + Penalty 2741.130038 = -449453.709253
  nChanged 40
		SP:Iteration 63Q (103305.050000 sec): 3 clusters
  Score: Raw -452211.189317 + Penalty 2741.130038 = -449470.059279
  nChanged 31
		SP:Iteration 64Q (103305.170000 sec): 3 clusters
  Score: Raw -452223.997882 + Penalty 2741.130038 = -449482.867844
  nChanged 26
		SP:Iteration 65Q (103305.350000 sec): 3 clusters
  Score: Raw -452234.505450 + Penalty 2741.130038 = -449493.375412
  nChanged 29
		SP:Iteration 66Q (103305.530000 sec): 3 clusters
  Score: Raw -452248.123367 + Penalty 2741.130038 = -449506.993329
  nChanged 33
		SP:Iteration 67Q (103305.610000 sec): 3 clusters
  Score: Raw -452261.755501 + Penalty 2741.130038 = -449520.625463
  nChanged 31
		SP:Iteration 68Q (103305.700000 sec): 3 clusters
  Score: Raw -452274.455826 + Penalty 2741.130038 = -449533.325788
  nChanged 33
		SP:Iteration 69Q (103305.790000 sec): 3 clusters
  Score: Raw -452289.656874 + Penalty 2741.130038 = -449548.526836
  nChanged 37
		SP:Iteration 70Q (103305.960000 sec): 3 clusters
  Score: Raw -452304.328986 + Penalty 2741.130038 = -449563.198948
  nChanged 30
		SP:Iteration 71Q (103306.140000 sec): 3 clusters
  Score: Raw -452317.065125 + Penalty 2741.130038 = -449575.935087
  nChanged 30
		SP:Iteration 72Q (103306.310000 sec): 3 clusters
  Score: Raw -452328.437670 + Penalty 2741.130038 = -449587.307632
  nChanged 21
		SP:Iteration 73Q (103306.400000 sec): 3 clusters
  Score: Raw -452336.056148 + Penalty 2741.130038 = -449594.926110
  nChanged 13
		SP:Iteration 74Q (103306.490000 sec): 3 clusters
  Score: Raw -452340.124578 + Penalty 2741.130038 = -449598.994540
  nChanged 11
		SP:Iteration 75Q (103306.570000 sec): 3 clusters
  Score: Raw -452344.352892 + Penalty 2741.130038 = -449603.222854
  nChanged 13
		SP:Iteration 76Q (103306.660000 sec): 3 clusters
  Score: Raw -452348.187461 + Penalty 2741.130038 = -449607.057423
  nChanged 12
		SP:Iteration 77Q (103306.750000 sec): 3 clusters
  Score: Raw -452351.597544 + Penalty 2741.130038 = -449610.467506
  nChanged 10
		SP:Iteration 78Q (103306.830000 sec): 3 clusters
  Score: Raw -452354.400923 + Penalty 2741.130038 = -449613.270885
  nChanged 8
		SP:Iteration 79Q (103306.910000 sec): 3 clusters
  Score: Raw -452356.927069 + Penalty 2741.130038 = -449615.797031
  nChanged 6
		SP:Iteration 80F (103307.000000 sec): 3 clusters
  Score: Raw -452359.100802 + Penalty 2741.130038 = -449617.970764
  nChanged 4
		SP:Iteration 81Q (103307.080000 sec): 3 clusters
  Score: Raw -452360.457238 + Penalty 2741.130038 = -449619.327200
  nChanged 2
		SP:Iteration 82Q (103307.160000 sec): 3 clusters
  Score: Raw -452361.171123 + Penalty 2741.130038 = -449620.041085
  nChanged 1
		SP:Iteration 83Q (103307.260000 sec): 3 clusters
  Score: Raw -452361.467934 + Penalty 2741.130038 = -449620.337896
  nChanged 1
		SP:Iteration 84Q (103307.340000 sec): 3 clusters
  Score: Raw -452361.756493 + Penalty 2741.130038 = -449620.626455
  nChanged 4
		SP:Iteration 85Q (103307.420000 sec): 3 clusters
  Score: Raw -452363.830545 + Penalty 2741.130038 = -449622.700507
  nChanged 8
		SP:Iteration 86Q (103307.500000 sec): 3 clusters
  Score: Raw -452366.831934 + Penalty 2741.130038 = -449625.701896
  nChanged 4
		SP:Iteration 87Q (103307.590000 sec): 3 clusters
  Score: Raw -452369.100859 + Penalty 2741.130038 = -449627.970821
  nChanged 6
		SP:Iteration 88Q (103307.670000 sec): 3 clusters
  Score: Raw -452370.543647 + Penalty 2741.130038 = -449629.413609
  nChanged 4
		SP:Iteration 89Q (103307.750000 sec): 3 clusters
  Score: Raw -452371.734760 + Penalty 2741.130038 = -449630.604722
  nChanged 3
		SP:Iteration 90Q (103307.830000 sec): 3 clusters
  Score: Raw -452372.432763 + Penalty 2741.130038 = -449631.302725
  nChanged 1
		SP:Iteration 91Q (103307.920000 sec): 3 clusters
  Score: Raw -452372.749719 + Penalty 2741.130038 = -449631.619681
  nChanged 1
		SP:Iteration 92Q (103308.100000 sec): 3 clusters
  Score: Raw -452372.989088 + Penalty 2741.130038 = -449631.859050
  nChanged 0
		SP:Iteration 93F (103308.280000 sec): 3 clusters
  Score: Raw -452372.989088 + Penalty 2741.130038 = -449631.859050
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 84 (7589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103308.410000 sec): 2 clusters
  Score: Raw -715600.111974 + Penalty 1451.848955 = -714148.263018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103308.620000 sec): 3 clusters
  Score: Raw -711413.096225 + Penalty 2903.697911 = -708509.398315
  nChanged 3221
		SP:Iteration 1F (103308.820000 sec): 3 clusters
  Score: Raw -713102.046423 + Penalty 2903.697911 = -710198.348513
  nChanged 506
		SP:Iteration 2F (103309.020000 sec): 3 clusters
  Score: Raw -713305.224112 + Penalty 2903.697911 = -710401.526201
  nChanged 345
		SP:Iteration 3Q (103309.220000 sec): 3 clusters
  Score: Raw -713432.210086 + Penalty 2903.697911 = -710528.512175
  nChanged 296
		SP:Iteration 4Q (103309.420000 sec): 3 clusters
  Score: Raw -713543.551607 + Penalty 2903.697911 = -710639.853697
  nChanged 275
		SP:Iteration 5Q (103309.660000 sec): 3 clusters
  Score: Raw -713654.811122 + Penalty 2903.697911 = -710751.113211
  nChanged 269
		SP:Iteration 6Q (103309.860000 sec): 3 clusters
  Score: Raw -713761.731475 + Penalty 2903.697911 = -710858.033564
  nChanged 293
		SP:Iteration 7Q (103310.060000 sec): 3 clusters
  Score: Raw -713892.665177 + Penalty 2903.697911 = -710988.967267
  nChanged 291
		SP:Iteration 8Q (103310.280000 sec): 3 clusters
  Score: Raw -714028.589200 + Penalty 2903.697911 = -711124.891289
  nChanged 325
		SP:Iteration 9Q (103310.500000 sec): 3 clusters
  Score: Raw -714193.285134 + Penalty 2903.697911 = -711289.587224
  nChanged 332
		SP:Iteration 10Q (103310.700000 sec): 3 clusters
  Score: Raw -714384.914174 + Penalty 2903.697911 = -711481.216263
  nChanged 344
		SP:Iteration 11Q (103310.900000 sec): 3 clusters
  Score: Raw -714587.359919 + Penalty 2903.697911 = -711683.662009
  nChanged 336
		SP:Iteration 12Q (103311.090000 sec): 3 clusters
  Score: Raw -714796.426370 + Penalty 2903.697911 = -711892.728459
  nChanged 313
		SP:Iteration 13Q (103311.290000 sec): 3 clusters
  Score: Raw -714990.147935 + Penalty 2903.697911 = -712086.450025
  nChanged 250
		SP:Iteration 14Q (103311.490000 sec): 3 clusters
  Score: Raw -715153.540758 + Penalty 2903.697911 = -712249.842847
  nChanged 206
		SP:Iteration 15Q (103311.680000 sec): 3 clusters
  Score: Raw -715288.906285 + Penalty 2903.697911 = -712385.208375
  nChanged 172
		SP:Iteration 16Q (103311.880000 sec): 3 clusters
  Score: Raw -715399.711496 + Penalty 2903.697911 = -712496.013585
  nChanged 131
		SP:Iteration 17Q (103312.080000 sec): 3 clusters
  Score: Raw -715493.426806 + Penalty 2903.697911 = -712589.728895
  nChanged 102
		SP:Iteration 18Q (103312.280000 sec): 3 clusters
  Score: Raw -715566.050019 + Penalty 2903.697911 = -712662.352109
  nChanged 84
		SP:Iteration 19Q (103312.480000 sec): 3 clusters
  Score: Raw -715625.550752 + Penalty 2903.697911 = -712721.852842
  nChanged 65
		SP:Iteration 20F (103312.680000 sec): 3 clusters
  Score: Raw -715677.339471 + Penalty 2903.697911 = -712773.641560
  nChanged 53
		SP:Iteration 21Q (103312.880000 sec): 3 clusters
  Score: Raw -715715.882545 + Penalty 2903.697911 = -712812.184634
  nChanged 34
		SP:Iteration 22Q (103313.040000 sec): 3 clusters
  Score: Raw -715735.364623 + Penalty 2903.697911 = -712831.666713
  nChanged 26
		SP:Iteration 23Q (103313.250000 sec): 3 clusters
  Score: Raw -715753.542042 + Penalty 2903.697911 = -712849.844132
  nChanged 16
		SP:Iteration 24Q (103313.450000 sec): 3 clusters
  Score: Raw -715762.617380 + Penalty 2903.697911 = -712858.919469
  nChanged 11
		SP:Iteration 25Q (103313.650000 sec): 3 clusters
  Score: Raw -715769.793114 + Penalty 2903.697911 = -712866.095204
  nChanged 8
		SP:Iteration 26Q (103313.850000 sec): 3 clusters
  Score: Raw -715775.215777 + Penalty 2903.697911 = -712871.517867
  nChanged 5
		SP:Iteration 27Q (103314.040000 sec): 3 clusters
  Score: Raw -715779.178688 + Penalty 2903.697911 = -712875.480777
  nChanged 5
		SP:Iteration 28Q (103314.240000 sec): 3 clusters
  Score: Raw -715783.932437 + Penalty 2903.697911 = -712880.234526
  nChanged 5
		SP:Iteration 29Q (103314.360000 sec): 3 clusters
  Score: Raw -715789.888606 + Penalty 2903.697911 = -712886.190695
  nChanged 6
		SP:Iteration 30Q (103314.480000 sec): 3 clusters
  Score: Raw -715793.218602 + Penalty 2903.697911 = -712889.520691
  nChanged 6
		SP:Iteration 31Q (103314.590000 sec): 3 clusters
  Score: Raw -715798.659625 + Penalty 2903.697911 = -712894.961714
  nChanged 8
		SP:Iteration 32Q (103314.710000 sec): 3 clusters
  Score: Raw -715803.766132 + Penalty 2903.697911 = -712900.068221
  nChanged 2
		SP:Iteration 33Q (103314.830000 sec): 3 clusters
  Score: Raw -715805.585073 + Penalty 2903.697911 = -712901.887162
  nChanged 2
		SP:Iteration 34Q (103314.950000 sec): 3 clusters
  Score: Raw -715807.913644 + Penalty 2903.697911 = -712904.215734
  nChanged 7
		SP:Iteration 35Q (103315.060000 sec): 3 clusters
  Score: Raw -715813.629211 + Penalty 2903.697911 = -712909.931300
  nChanged 1
		SP:Iteration 36Q (103315.180000 sec): 3 clusters
  Score: Raw -715813.839252 + Penalty 2903.697911 = -712910.141342
  nChanged 0
		SP:Iteration 37F (103315.310000 sec): 3 clusters
  Score: Raw -715813.839252 + Penalty 2903.697911 = -712910.141342
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 85 (2934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103315.440000 sec): 2 clusters
  Score: Raw -228906.835164 + Penalty 1297.419818 = -227609.415345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103315.600000 sec): 3 clusters
  Score: Raw -227544.125331 + Penalty 2594.839637 = -224949.285695
  nChanged 1135
		SP:Iteration 1F (103315.780000 sec): 3 clusters
  Score: Raw -228307.689838 + Penalty 2594.839637 = -225712.850201
  nChanged 223
		SP:Iteration 2F (103315.950000 sec): 3 clusters
  Score: Raw -228452.259844 + Penalty 2594.839637 = -225857.420208
  nChanged 149
		SP:Iteration 3F (103316.130000 sec): 3 clusters
  Score: Raw -228543.352208 + Penalty 2594.839637 = -225948.512571
  nChanged 105
		SP:Iteration 4Q (103316.300000 sec): 3 clusters
  Score: Raw -228613.530425 + Penalty 2594.839637 = -226018.690789
  nChanged 105
		SP:Iteration 5Q (103316.480000 sec): 3 clusters
  Score: Raw -228666.820576 + Penalty 2594.839637 = -226071.980939
  nChanged 63
		SP:Iteration 6Q (103316.650000 sec): 3 clusters
  Score: Raw -228705.233383 + Penalty 2594.839637 = -226110.393746
  nChanged 61
		SP:Iteration 7Q (103316.830000 sec): 3 clusters
  Score: Raw -228739.132285 + Penalty 2594.839637 = -226144.292649
  nChanged 55
		SP:Iteration 8Q (103317.000000 sec): 3 clusters
  Score: Raw -228765.321527 + Penalty 2594.839637 = -226170.481890
  nChanged 40
		SP:Iteration 9Q (103317.180000 sec): 3 clusters
  Score: Raw -228786.195526 + Penalty 2594.839637 = -226191.355890
  nChanged 42
		SP:Iteration 10Q (103317.360000 sec): 3 clusters
  Score: Raw -228807.105858 + Penalty 2594.839637 = -226212.266221
  nChanged 36
		SP:Iteration 11Q (103317.530000 sec): 3 clusters
  Score: Raw -228819.233722 + Penalty 2594.839637 = -226224.394085
  nChanged 20
		SP:Iteration 12Q (103317.710000 sec): 3 clusters
  Score: Raw -228825.571207 + Penalty 2594.839637 = -226230.731570
  nChanged 12
		SP:Iteration 13Q (103317.880000 sec): 3 clusters
  Score: Raw -228830.006393 + Penalty 2594.839637 = -226235.166756
  nChanged 12
		SP:Iteration 14Q (103318.060000 sec): 3 clusters
  Score: Raw -228834.621335 + Penalty 2594.839637 = -226239.781699
  nChanged 11
		SP:Iteration 15Q (103318.240000 sec): 3 clusters
  Score: Raw -228839.528102 + Penalty 2594.839637 = -226244.688465
  nChanged 15
		SP:Iteration 16Q (103318.410000 sec): 3 clusters
  Score: Raw -228844.558052 + Penalty 2594.839637 = -226249.718416
  nChanged 11
		SP:Iteration 17Q (103318.590000 sec): 3 clusters
  Score: Raw -228849.861327 + Penalty 2594.839637 = -226255.021691
  nChanged 13
		SP:Iteration 18Q (103318.760000 sec): 3 clusters
  Score: Raw -228856.486168 + Penalty 2594.839637 = -226261.646532
  nChanged 14
		SP:Iteration 19Q (103318.940000 sec): 3 clusters
  Score: Raw -228864.067788 + Penalty 2594.839637 = -226269.228151
  nChanged 15
		SP:Iteration 20F (103319.120000 sec): 3 clusters
  Score: Raw -228871.468067 + Penalty 2594.839637 = -226276.628430
  nChanged 17
		SP:Iteration 21Q (103319.290000 sec): 3 clusters
  Score: Raw -228878.078376 + Penalty 2594.839637 = -226283.238740
  nChanged 12
		SP:Iteration 22Q (103319.470000 sec): 3 clusters
  Score: Raw -228883.484806 + Penalty 2594.839637 = -226288.645170
  nChanged 12
		SP:Iteration 23Q (103319.640000 sec): 3 clusters
  Score: Raw -228887.973405 + Penalty 2594.839637 = -226293.133768
  nChanged 7
		SP:Iteration 24Q (103319.820000 sec): 3 clusters
  Score: Raw -228889.095412 + Penalty 2594.839637 = -226294.255775
  nChanged 7
		SP:Iteration 25Q (103320.000000 sec): 3 clusters
  Score: Raw -228890.781815 + Penalty 2594.839637 = -226295.942179
  nChanged 6
		SP:Iteration 26Q (103320.170000 sec): 3 clusters
  Score: Raw -228893.190095 + Penalty 2594.839637 = -226298.350458
  nChanged 3
		SP:Iteration 27Q (103320.350000 sec): 3 clusters
  Score: Raw -228894.977424 + Penalty 2594.839637 = -226300.137788
  nChanged 7
		SP:Iteration 28Q (103320.520000 sec): 3 clusters
  Score: Raw -228898.125850 + Penalty 2594.839637 = -226303.286214
  nChanged 9
		SP:Iteration 29Q (103320.700000 sec): 3 clusters
  Score: Raw -228901.411119 + Penalty 2594.839637 = -226306.571483
  nChanged 8
		SP:Iteration 30Q (103320.880000 sec): 3 clusters
  Score: Raw -228903.288436 + Penalty 2594.839637 = -226308.448799
  nChanged 4
		SP:Iteration 31Q (103321.050000 sec): 3 clusters
  Score: Raw -228905.032677 + Penalty 2594.839637 = -226310.193041
  nChanged 6
		SP:Iteration 32Q (103321.230000 sec): 3 clusters
  Score: Raw -228908.545562 + Penalty 2594.839637 = -226313.705925
  nChanged 6
		SP:Iteration 33Q (103321.400000 sec): 3 clusters
  Score: Raw -228910.387563 + Penalty 2594.839637 = -226315.547926
  nChanged 8
		SP:Iteration 34Q (103321.580000 sec): 3 clusters
  Score: Raw -228913.649212 + Penalty 2594.839637 = -226318.809575
  nChanged 4
		SP:Iteration 35Q (103321.760000 sec): 3 clusters
  Score: Raw -228915.370567 + Penalty 2594.839637 = -226320.530931
  nChanged 5
		SP:Iteration 36Q (103321.930000 sec): 3 clusters
  Score: Raw -228917.047014 + Penalty 2594.839637 = -226322.207377
  nChanged 4
		SP:Iteration 37Q (103322.110000 sec): 3 clusters
  Score: Raw -228918.791902 + Penalty 2594.839637 = -226323.952265
  nChanged 2
		SP:Iteration 38Q (103322.280000 sec): 3 clusters
  Score: Raw -228919.491382 + Penalty 2594.839637 = -226324.651745
  nChanged 2
		SP:Iteration 39Q (103322.460000 sec): 3 clusters
  Score: Raw -228920.021618 + Penalty 2594.839637 = -226325.181981
  nChanged 2
		SP:Iteration 40F (103322.630000 sec): 3 clusters
  Score: Raw -228920.918558 + Penalty 2594.839637 = -226326.078921
  nChanged 2
		SP:Iteration 41Q (103322.810000 sec): 3 clusters
  Score: Raw -228921.217184 + Penalty 2594.839637 = -226326.377548
  nChanged 0
		SP:Iteration 42F (103322.980000 sec): 3 clusters
  Score: Raw -228921.217184 + Penalty 2594.839637 = -226326.377548
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 86 (558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103323.070000 sec): 2 clusters
  Score: Raw -35285.265695 + Penalty 1027.708331 = -34257.557363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103323.250000 sec): 3 clusters
  Score: Raw -35235.577067 + Penalty 2055.416663 = -33180.160404
  nChanged 146
		SP:Iteration 1F (103323.420000 sec): 3 clusters
  Score: Raw -35506.890615 + Penalty 2055.416663 = -33451.473953
  nChanged 44
		SP:Iteration 2F (103323.600000 sec): 3 clusters
  Score: Raw -35591.519264 + Penalty 2055.416663 = -33536.102601
  nChanged 30
		SP:Iteration 3F (103323.780000 sec): 3 clusters
  Score: Raw -35644.301142 + Penalty 2055.416663 = -33588.884479
  nChanged 16
		SP:Iteration 4Q (103323.950000 sec): 3 clusters
  Score: Raw -35687.189379 + Penalty 2055.416663 = -33631.772716
  nChanged 13
		SP:Iteration 5Q (103324.130000 sec): 3 clusters
  Score: Raw -35725.177342 + Penalty 2055.416663 = -33669.760679
  nChanged 12
		SP:Iteration 6Q (103324.300000 sec): 3 clusters
  Score: Raw -35758.336397 + Penalty 2055.416663 = -33702.919735
  nChanged 11
		SP:Iteration 7Q (103324.480000 sec): 3 clusters
  Score: Raw -35782.362454 + Penalty 2055.416663 = -33726.945791
  nChanged 5
		SP:Iteration 8Q (103324.660000 sec): 3 clusters
  Score: Raw -35790.747562 + Penalty 2055.416663 = -33735.330899
  nChanged 1
		SP:Iteration 9Q (103324.830000 sec): 3 clusters
  Score: Raw -35791.743324 + Penalty 2055.416663 = -33736.326661
  nChanged 0
		SP:Iteration 10F (103325.010000 sec): 3 clusters
  Score: Raw -35791.743324 + Penalty 2055.416663 = -33736.326661
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 87 (2149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103325.080000 sec): 2 clusters
  Score: Raw -171548.156473 + Penalty 1246.823158 = -170301.333315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103325.260000 sec): 3 clusters
  Score: Raw -170657.233149 + Penalty 2493.646316 = -168163.586832
  nChanged 752
		SP:Iteration 1F (103325.440000 sec): 3 clusters
  Score: Raw -171160.231191 + Penalty 2493.646316 = -168666.584874
  nChanged 166
		SP:Iteration 2F (103325.610000 sec): 3 clusters
  Score: Raw -171296.097376 + Penalty 2493.646316 = -168802.451059
  nChanged 114
		SP:Iteration 3F (103325.790000 sec): 3 clusters
  Score: Raw -171384.362201 + Penalty 2493.646316 = -168890.715885
  nChanged 79
		SP:Iteration 4Q (103325.960000 sec): 3 clusters
  Score: Raw -171437.822776 + Penalty 2493.646316 = -168944.176459
  nChanged 55
		SP:Iteration 5Q (103326.140000 sec): 3 clusters
  Score: Raw -171479.912473 + Penalty 2493.646316 = -168986.266157
  nChanged 47
		SP:Iteration 6Q (103326.320000 sec): 3 clusters
  Score: Raw -171506.866631 + Penalty 2493.646316 = -169013.220315
  nChanged 38
		SP:Iteration 7Q (103326.490000 sec): 3 clusters
  Score: Raw -171529.868757 + Penalty 2493.646316 = -169036.222441
  nChanged 37
		SP:Iteration 8Q (103326.670000 sec): 3 clusters
  Score: Raw -171549.602458 + Penalty 2493.646316 = -169055.956142
  nChanged 37
		SP:Iteration 9Q (103326.840000 sec): 3 clusters
  Score: Raw -171572.485138 + Penalty 2493.646316 = -169078.838822
  nChanged 34
		SP:Iteration 10Q (103327.020000 sec): 3 clusters
  Score: Raw -171591.093625 + Penalty 2493.646316 = -169097.447309
  nChanged 35
		SP:Iteration 11Q (103327.200000 sec): 3 clusters
  Score: Raw -171609.371392 + Penalty 2493.646316 = -169115.725076
  nChanged 37
		SP:Iteration 12Q (103327.370000 sec): 3 clusters
  Score: Raw -171630.407632 + Penalty 2493.646316 = -169136.761315
  nChanged 34
		SP:Iteration 13Q (103327.550000 sec): 3 clusters
  Score: Raw -171647.992941 + Penalty 2493.646316 = -169154.346624
  nChanged 26
		SP:Iteration 14Q (103327.720000 sec): 3 clusters
  Score: Raw -171660.245616 + Penalty 2493.646316 = -169166.599299
  nChanged 17
		SP:Iteration 15Q (103327.900000 sec): 3 clusters
  Score: Raw -171669.406499 + Penalty 2493.646316 = -169175.760182
  nChanged 13
		SP:Iteration 16Q (103328.080000 sec): 3 clusters
  Score: Raw -171677.535530 + Penalty 2493.646316 = -169183.889214
  nChanged 15
		SP:Iteration 17Q (103328.250000 sec): 3 clusters
  Score: Raw -171684.993826 + Penalty 2493.646316 = -169191.347509
  nChanged 10
		SP:Iteration 18Q (103328.430000 sec): 3 clusters
  Score: Raw -171690.356823 + Penalty 2493.646316 = -169196.710507
  nChanged 10
		SP:Iteration 19Q (103328.600000 sec): 3 clusters
  Score: Raw -171696.051165 + Penalty 2493.646316 = -169202.404849
  nChanged 12
		SP:Iteration 20F (103328.780000 sec): 3 clusters
  Score: Raw -171702.125908 + Penalty 2493.646316 = -169208.479592
  nChanged 10
		SP:Iteration 21Q (103328.960000 sec): 3 clusters
  Score: Raw -171708.228778 + Penalty 2493.646316 = -169214.582462
  nChanged 12
		SP:Iteration 22Q (103329.130000 sec): 3 clusters
  Score: Raw -171715.346783 + Penalty 2493.646316 = -169221.700467
  nChanged 12
		SP:Iteration 23Q (103329.300000 sec): 3 clusters
  Score: Raw -171720.758167 + Penalty 2493.646316 = -169227.111851
  nChanged 10
		SP:Iteration 24Q (103329.460000 sec): 3 clusters
  Score: Raw -171725.305617 + Penalty 2493.646316 = -169231.659301
  nChanged 10
		SP:Iteration 25Q (103329.620000 sec): 3 clusters
  Score: Raw -171729.262368 + Penalty 2493.646316 = -169235.616052
  nChanged 3
		SP:Iteration 26Q (103329.780000 sec): 3 clusters
  Score: Raw -171731.060012 + Penalty 2493.646316 = -169237.413696
  nChanged 4
		SP:Iteration 27Q (103329.940000 sec): 3 clusters
  Score: Raw -171732.899528 + Penalty 2493.646316 = -169239.253212
  nChanged 4
		SP:Iteration 28Q (103330.100000 sec): 3 clusters
  Score: Raw -171734.403600 + Penalty 2493.646316 = -169240.757284
  nChanged 2
		SP:Iteration 29Q (103330.260000 sec): 3 clusters
  Score: Raw -171734.903541 + Penalty 2493.646316 = -169241.257225
  nChanged 0
		SP:Iteration 30F (103330.420000 sec): 3 clusters
  Score: Raw -171734.903541 + Penalty 2493.646316 = -169241.257225
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 88 (3331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103330.520000 sec): 2 clusters
  Score: Raw -265188.525468 + Penalty 1318.042024 = -263870.483445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103330.700000 sec): 3 clusters
  Score: Raw -263661.584181 + Penalty 2636.084047 = -261025.500134
  nChanged 1321
		SP:Iteration 1F (103330.880000 sec): 3 clusters
  Score: Raw -264672.549313 + Penalty 2636.084047 = -262036.465266
  nChanged 328
		SP:Iteration 2F (103331.050000 sec): 3 clusters
  Score: Raw -264959.599731 + Penalty 2636.084047 = -262323.515684
  nChanged 216
		SP:Iteration 3F (103331.230000 sec): 3 clusters
  Score: Raw -265115.985237 + Penalty 2636.084047 = -262479.901190
  nChanged 153
		SP:Iteration 4Q (103331.410000 sec): 3 clusters
  Score: Raw -265211.646069 + Penalty 2636.084047 = -262575.562022
  nChanged 110
		SP:Iteration 5Q (103331.580000 sec): 3 clusters
  Score: Raw -265268.587502 + Penalty 2636.084047 = -262632.503454
  nChanged 71
		SP:Iteration 6Q (103331.760000 sec): 3 clusters
  Score: Raw -265313.337715 + Penalty 2636.084047 = -262677.253668
  nChanged 64
		SP:Iteration 7Q (103331.930000 sec): 3 clusters
  Score: Raw -265346.677604 + Penalty 2636.084047 = -262710.593557
  nChanged 57
		SP:Iteration 8Q (103332.110000 sec): 3 clusters
  Score: Raw -265375.681176 + Penalty 2636.084047 = -262739.597128
  nChanged 56
		SP:Iteration 9Q (103332.290000 sec): 3 clusters
  Score: Raw -265401.098060 + Penalty 2636.084047 = -262765.014012
  nChanged 39
		SP:Iteration 10Q (103332.460000 sec): 3 clusters
  Score: Raw -265423.857901 + Penalty 2636.084047 = -262787.773854
  nChanged 40
		SP:Iteration 11Q (103332.640000 sec): 3 clusters
  Score: Raw -265441.596832 + Penalty 2636.084047 = -262805.512785
  nChanged 32
		SP:Iteration 12Q (103332.810000 sec): 3 clusters
  Score: Raw -265452.838085 + Penalty 2636.084047 = -262816.754038
  nChanged 23
		SP:Iteration 13Q (103332.990000 sec): 3 clusters
  Score: Raw -265459.435297 + Penalty 2636.084047 = -262823.351249
  nChanged 15
		SP:Iteration 14Q (103333.170000 sec): 3 clusters
  Score: Raw -265463.087720 + Penalty 2636.084047 = -262827.003672
  nChanged 9
		SP:Iteration 15Q (103333.340000 sec): 3 clusters
  Score: Raw -265465.062800 + Penalty 2636.084047 = -262828.978752
  nChanged 5
		SP:Iteration 16Q (103333.520000 sec): 3 clusters
  Score: Raw -265467.056050 + Penalty 2636.084047 = -262830.972003
  nChanged 5
		SP:Iteration 17Q (103333.690000 sec): 3 clusters
  Score: Raw -265469.632692 + Penalty 2636.084047 = -262833.548644
  nChanged 5
		SP:Iteration 18Q (103333.870000 sec): 3 clusters
  Score: Raw -265471.158163 + Penalty 2636.084047 = -262835.074115
  nChanged 4
		SP:Iteration 19Q (103334.050000 sec): 3 clusters
  Score: Raw -265472.089639 + Penalty 2636.084047 = -262836.005592
  nChanged 5
		SP:Iteration 20F (103334.220000 sec): 3 clusters
  Score: Raw -265474.449842 + Penalty 2636.084047 = -262838.365795
  nChanged 6
		SP:Iteration 21Q (103334.400000 sec): 3 clusters
  Score: Raw -265476.454823 + Penalty 2636.084047 = -262840.370775
  nChanged 6
		SP:Iteration 22Q (103334.570000 sec): 3 clusters
  Score: Raw -265478.093538 + Penalty 2636.084047 = -262842.009490
  nChanged 1
		SP:Iteration 23Q (103334.750000 sec): 3 clusters
  Score: Raw -265478.239209 + Penalty 2636.084047 = -262842.155161
  nChanged 1
		SP:Iteration 24Q (103334.930000 sec): 3 clusters
  Score: Raw -265478.734601 + Penalty 2636.084047 = -262842.650554
  nChanged 2
		SP:Iteration 25Q (103335.100000 sec): 3 clusters
  Score: Raw -265479.034812 + Penalty 2636.084047 = -262842.950765
  nChanged 0
		SP:Iteration 26F (103335.270000 sec): 3 clusters
  Score: Raw -265479.034812 + Penalty 2636.084047 = -262842.950765
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 89 (5832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103335.380000 sec): 2 clusters
  Score: Raw -487425.584058 + Penalty 1409.056232 = -486016.527826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103335.550000 sec): 3 clusters
  Score: Raw -484304.230239 + Penalty 2818.112464 = -481486.117775
  nChanged 2450
		SP:Iteration 1F (103335.720000 sec): 3 clusters
  Score: Raw -485828.935054 + Penalty 2818.112464 = -483010.822590
  nChanged 540
		SP:Iteration 2F (103335.890000 sec): 3 clusters
  Score: Raw -486248.648382 + Penalty 2818.112464 = -483430.535918
  nChanged 422
		SP:Iteration 3F (103336.060000 sec): 3 clusters
  Score: Raw -486566.511063 + Penalty 2818.112464 = -483748.398599
  nChanged 374
		SP:Iteration 4F (103336.230000 sec): 3 clusters
  Score: Raw -486823.259277 + Penalty 2818.112464 = -484005.146813
  nChanged 280
		SP:Iteration 5Q (103336.390000 sec): 3 clusters
  Score: Raw -487017.781440 + Penalty 2818.112464 = -484199.668976
  nChanged 227
		SP:Iteration 6Q (103336.560000 sec): 3 clusters
  Score: Raw -487146.841494 + Penalty 2818.112464 = -484328.729030
  nChanged 196
		SP:Iteration 7Q (103336.730000 sec): 3 clusters
  Score: Raw -487240.376231 + Penalty 2818.112464 = -484422.263767
  nChanged 141
		SP:Iteration 8Q (103336.900000 sec): 3 clusters
  Score: Raw -487305.121863 + Penalty 2818.112464 = -484487.009399
  nChanged 116
		SP:Iteration 9Q (103337.070000 sec): 3 clusters
  Score: Raw -487356.993832 + Penalty 2818.112464 = -484538.881368
  nChanged 95
		SP:Iteration 10Q (103337.230000 sec): 3 clusters
  Score: Raw -487390.174528 + Penalty 2818.112464 = -484572.062064
  nChanged 84
		SP:Iteration 11Q (103337.400000 sec): 3 clusters
  Score: Raw -487424.147064 + Penalty 2818.112464 = -484606.034600
  nChanged 80
		SP:Iteration 12Q (103337.610000 sec): 3 clusters
  Score: Raw -487453.638816 + Penalty 2818.112464 = -484635.526352
  nChanged 61
		SP:Iteration 13Q (103337.780000 sec): 3 clusters
  Score: Raw -487474.642626 + Penalty 2818.112464 = -484656.530162
  nChanged 65
		SP:Iteration 14Q (103337.950000 sec): 3 clusters
  Score: Raw -487499.081503 + Penalty 2818.112464 = -484680.969039
  nChanged 69
		SP:Iteration 15Q (103338.120000 sec): 3 clusters
  Score: Raw -487524.561918 + Penalty 2818.112464 = -484706.449454
  nChanged 59
		SP:Iteration 16Q (103338.290000 sec): 3 clusters
  Score: Raw -487540.363437 + Penalty 2818.112464 = -484722.250973
  nChanged 43
		SP:Iteration 17Q (103338.460000 sec): 3 clusters
  Score: Raw -487552.513431 + Penalty 2818.112464 = -484734.400967
  nChanged 36
		SP:Iteration 18Q (103338.630000 sec): 3 clusters
  Score: Raw -487560.211007 + Penalty 2818.112464 = -484742.098543
  nChanged 32
		SP:Iteration 19Q (103338.790000 sec): 3 clusters
  Score: Raw -487567.982024 + Penalty 2818.112464 = -484749.869560
  nChanged 25
		SP:Iteration 20F (103338.960000 sec): 3 clusters
  Score: Raw -487573.793458 + Penalty 2818.112464 = -484755.680994
  nChanged 25
		SP:Iteration 21Q (103339.130000 sec): 3 clusters
  Score: Raw -487579.094107 + Penalty 2818.112464 = -484760.981643
  nChanged 36
		SP:Iteration 22Q (103339.300000 sec): 3 clusters
  Score: Raw -487590.710624 + Penalty 2818.112464 = -484772.598160
  nChanged 40
		SP:Iteration 23Q (103339.500000 sec): 3 clusters
  Score: Raw -487602.408745 + Penalty 2818.112464 = -484784.296281
  nChanged 40
		SP:Iteration 24Q (103339.650000 sec): 3 clusters
  Score: Raw -487614.314225 + Penalty 2818.112464 = -484796.201761
  nChanged 51
		SP:Iteration 25Q (103339.850000 sec): 3 clusters
  Score: Raw -487628.941565 + Penalty 2818.112464 = -484810.829101
  nChanged 53
		SP:Iteration 26Q (103340.030000 sec): 3 clusters
  Score: Raw -487646.878681 + Penalty 2818.112464 = -484828.766217
  nChanged 48
		SP:Iteration 27Q (103340.200000 sec): 3 clusters
  Score: Raw -487662.340536 + Penalty 2818.112464 = -484844.228072
  nChanged 53
		SP:Iteration 28Q (103340.350000 sec): 3 clusters
  Score: Raw -487678.820074 + Penalty 2818.112464 = -484860.707610
  nChanged 47
		SP:Iteration 29Q (103340.510000 sec): 3 clusters
  Score: Raw -487693.409853 + Penalty 2818.112464 = -484875.297389
  nChanged 53
		SP:Iteration 30Q (103340.660000 sec): 3 clusters
  Score: Raw -487710.562079 + Penalty 2818.112464 = -484892.449615
  nChanged 53
		SP:Iteration 31Q (103340.810000 sec): 3 clusters
  Score: Raw -487725.971773 + Penalty 2818.112464 = -484907.859309
  nChanged 46
		SP:Iteration 32Q (103340.970000 sec): 3 clusters
  Score: Raw -487739.520593 + Penalty 2818.112464 = -484921.408129
  nChanged 45
		SP:Iteration 33Q (103341.120000 sec): 3 clusters
  Score: Raw -487752.370843 + Penalty 2818.112464 = -484934.258379
  nChanged 43
		SP:Iteration 34Q (103341.280000 sec): 3 clusters
  Score: Raw -487762.156621 + Penalty 2818.112464 = -484944.044157
  nChanged 36
		SP:Iteration 35Q (103341.510000 sec): 3 clusters
  Score: Raw -487770.472197 + Penalty 2818.112464 = -484952.359733
  nChanged 35
		SP:Iteration 36Q (103341.670000 sec): 3 clusters
  Score: Raw -487778.528896 + Penalty 2818.112464 = -484960.416432
  nChanged 25
		SP:Iteration 37Q (103341.820000 sec): 3 clusters
  Score: Raw -487784.555080 + Penalty 2818.112464 = -484966.442616
  nChanged 30
		SP:Iteration 38Q (103341.970000 sec): 3 clusters
  Score: Raw -487794.164532 + Penalty 2818.112464 = -484976.052068
  nChanged 38
		SP:Iteration 39Q (103342.130000 sec): 3 clusters
  Score: Raw -487804.713009 + Penalty 2818.112464 = -484986.600545
  nChanged 31
		SP:Iteration 40F (103342.280000 sec): 3 clusters
  Score: Raw -487812.758392 + Penalty 2818.112464 = -484994.645928
  nChanged 31
		SP:Iteration 41Q (103342.440000 sec): 3 clusters
  Score: Raw -487820.797510 + Penalty 2818.112464 = -485002.685046
  nChanged 29
		SP:Iteration 42Q (103342.590000 sec): 3 clusters
  Score: Raw -487826.590934 + Penalty 2818.112464 = -485008.478470
  nChanged 35
		SP:Iteration 43Q (103342.750000 sec): 3 clusters
  Score: Raw -487836.136820 + Penalty 2818.112464 = -485018.024357
  nChanged 36
		SP:Iteration 44Q (103342.900000 sec): 3 clusters
  Score: Raw -487847.736703 + Penalty 2818.112464 = -485029.624239
  nChanged 37
		SP:Iteration 45Q (103343.050000 sec): 3 clusters
  Score: Raw -487860.036505 + Penalty 2818.112464 = -485041.924041
  nChanged 52
		SP:Iteration 46Q (103343.250000 sec): 3 clusters
  Score: Raw -487875.500957 + Penalty 2818.112464 = -485057.388493
  nChanged 39
		SP:Iteration 47Q (103343.410000 sec): 3 clusters
  Score: Raw -487885.498150 + Penalty 2818.112464 = -485067.385686
  nChanged 30
		SP:Iteration 48Q (103343.560000 sec): 3 clusters
  Score: Raw -487893.747827 + Penalty 2818.112464 = -485075.635363
  nChanged 44
		SP:Iteration 49Q (103343.730000 sec): 3 clusters
  Score: Raw -487908.617623 + Penalty 2818.112464 = -485090.505159
  nChanged 54
		SP:Iteration 50Q (103343.910000 sec): 3 clusters
  Score: Raw -487926.039709 + Penalty 2818.112464 = -485107.927245
  nChanged 54
		SP:Iteration 51Q (103344.060000 sec): 3 clusters
  Score: Raw -487943.598730 + Penalty 2818.112464 = -485125.486266
  nChanged 44
		SP:Iteration 52Q (103344.210000 sec): 3 clusters
  Score: Raw -487955.132167 + Penalty 2818.112464 = -485137.019703
  nChanged 36
		SP:Iteration 53Q (103344.370000 sec): 3 clusters
  Score: Raw -487965.146658 + Penalty 2818.112464 = -485147.034194
  nChanged 30
		SP:Iteration 54Q (103344.520000 sec): 3 clusters
  Score: Raw -487972.538987 + Penalty 2818.112464 = -485154.426523
  nChanged 36
		SP:Iteration 55Q (103344.670000 sec): 3 clusters
  Score: Raw -487981.165396 + Penalty 2818.112464 = -485163.052932
  nChanged 32
		SP:Iteration 56Q (103344.830000 sec): 3 clusters
  Score: Raw -487989.173505 + Penalty 2818.112464 = -485171.061041
  nChanged 29
		SP:Iteration 57Q (103344.990000 sec): 3 clusters
  Score: Raw -487995.958569 + Penalty 2818.112464 = -485177.846105
  nChanged 13
		SP:Iteration 58Q (103345.140000 sec): 3 clusters
  Score: Raw -487999.849712 + Penalty 2818.112464 = -485181.737248
  nChanged 22
		SP:Iteration 59Q (103345.290000 sec): 3 clusters
  Score: Raw -488005.319391 + Penalty 2818.112464 = -485187.206927
  nChanged 21
		SP:Iteration 60F (103345.450000 sec): 3 clusters
  Score: Raw -488010.580606 + Penalty 2818.112464 = -485192.468142
  nChanged 13
		SP:Iteration 61Q (103345.600000 sec): 3 clusters
  Score: Raw -488013.152633 + Penalty 2818.112464 = -485195.040170
  nChanged 14
		SP:Iteration 62Q (103345.830000 sec): 3 clusters
  Score: Raw -488016.901814 + Penalty 2818.112464 = -485198.789350
  nChanged 19
		SP:Iteration 63Q (103345.990000 sec): 3 clusters
  Score: Raw -488023.072272 + Penalty 2818.112464 = -485204.959808
  nChanged 24
		SP:Iteration 64Q (103346.140000 sec): 3 clusters
  Score: Raw -488029.726604 + Penalty 2818.112464 = -485211.614140
  nChanged 22
		SP:Iteration 65Q (103346.300000 sec): 3 clusters
  Score: Raw -488037.143422 + Penalty 2818.112464 = -485219.030959
  nChanged 21
		SP:Iteration 66Q (103346.450000 sec): 3 clusters
  Score: Raw -488043.926488 + Penalty 2818.112464 = -485225.814024
  nChanged 29
		SP:Iteration 67Q (103346.610000 sec): 3 clusters
  Score: Raw -488053.173104 + Penalty 2818.112464 = -485235.060640
  nChanged 21
		SP:Iteration 68Q (103346.760000 sec): 3 clusters
  Score: Raw -488060.317580 + Penalty 2818.112464 = -485242.205116
  nChanged 29
		SP:Iteration 69Q (103346.950000 sec): 3 clusters
  Score: Raw -488072.006549 + Penalty 2818.112464 = -485253.894085
  nChanged 31
		SP:Iteration 70Q (103347.110000 sec): 3 clusters
  Score: Raw -488082.933412 + Penalty 2818.112464 = -485264.820948
  nChanged 24
		SP:Iteration 71Q (103347.260000 sec): 3 clusters
  Score: Raw -488092.359981 + Penalty 2818.112464 = -485274.247517
  nChanged 24
		SP:Iteration 72Q (103347.440000 sec): 3 clusters
  Score: Raw -488097.785597 + Penalty 2818.112464 = -485279.673133
  nChanged 28
		SP:Iteration 73Q (103347.610000 sec): 3 clusters
  Score: Raw -488108.957097 + Penalty 2818.112464 = -485290.844634
  nChanged 34
		SP:Iteration 74Q (103347.770000 sec): 3 clusters
  Score: Raw -488121.950382 + Penalty 2818.112464 = -485303.837918
  nChanged 34
		SP:Iteration 75Q (103347.920000 sec): 3 clusters
  Score: Raw -488131.796771 + Penalty 2818.112464 = -485313.684308
  nChanged 25
		SP:Iteration 76Q (103348.100000 sec): 3 clusters
  Score: Raw -488139.431377 + Penalty 2818.112464 = -485321.318913
  nChanged 24
		SP:Iteration 77Q (103348.270000 sec): 3 clusters
  Score: Raw -488148.036035 + Penalty 2818.112464 = -485329.923571
  nChanged 20
		SP:Iteration 78Q (103348.420000 sec): 3 clusters
  Score: Raw -488153.935830 + Penalty 2818.112464 = -485335.823366
  nChanged 12
		SP:Iteration 79Q (103348.580000 sec): 3 clusters
  Score: Raw -488156.875728 + Penalty 2818.112464 = -485338.763264
  nChanged 11
		SP:Iteration 80F (103348.730000 sec): 3 clusters
  Score: Raw -488159.347697 + Penalty 2818.112464 = -485341.235233
  nChanged 12
		SP:Iteration 81Q (103348.930000 sec): 3 clusters
  Score: Raw -488163.014965 + Penalty 2818.112464 = -485344.902501
  nChanged 18
		SP:Iteration 82Q (103349.120000 sec): 3 clusters
  Score: Raw -488172.722394 + Penalty 2818.112464 = -485354.609930
  nChanged 22
		SP:Iteration 83Q (103349.300000 sec): 3 clusters
  Score: Raw -488180.913053 + Penalty 2818.112464 = -485362.800589
  nChanged 18
		SP:Iteration 84Q (103349.470000 sec): 3 clusters
  Score: Raw -488184.752001 + Penalty 2818.112464 = -485366.639537
  nChanged 18
		SP:Iteration 85Q (103349.670000 sec): 3 clusters
  Score: Raw -488190.587641 + Penalty 2818.112464 = -485372.475177
  nChanged 17
		SP:Iteration 86Q (103349.890000 sec): 3 clusters
  Score: Raw -488196.715421 + Penalty 2818.112464 = -485378.602957
  nChanged 11
		SP:Iteration 87Q (103350.020000 sec): 3 clusters
  Score: Raw -488200.397812 + Penalty 2818.112464 = -485382.285348
  nChanged 9
		SP:Iteration 88Q (103350.200000 sec): 3 clusters
  Score: Raw -488202.219610 + Penalty 2818.112464 = -485384.107146
  nChanged 4
		SP:Iteration 89Q (103350.370000 sec): 3 clusters
  Score: Raw -488203.445318 + Penalty 2818.112464 = -485385.332854
  nChanged 2
		SP:Iteration 90Q (103350.570000 sec): 3 clusters
  Score: Raw -488204.061890 + Penalty 2818.112464 = -485385.949426
  nChanged 5
		SP:Iteration 91Q (103350.790000 sec): 3 clusters
  Score: Raw -488205.503503 + Penalty 2818.112464 = -485387.391039
  nChanged 2
		SP:Iteration 92Q (103351.000000 sec): 3 clusters
  Score: Raw -488205.883464 + Penalty 2818.112464 = -485387.771000
  nChanged 4
		SP:Iteration 93Q (103351.210000 sec): 3 clusters
  Score: Raw -488206.532685 + Penalty 2818.112464 = -485388.420221
  nChanged 4
		SP:Iteration 94Q (103351.380000 sec): 3 clusters
  Score: Raw -488207.193251 + Penalty 2818.112464 = -485389.080787
  nChanged 2
		SP:Iteration 95Q (103351.550000 sec): 3 clusters
  Score: Raw -488207.853763 + Penalty 2818.112464 = -485389.741299
  nChanged 1
		SP:Iteration 96Q (103351.710000 sec): 3 clusters
  Score: Raw -488208.015847 + Penalty 2818.112464 = -485389.903383
  nChanged 1
		SP:Iteration 97Q (103351.880000 sec): 3 clusters
  Score: Raw -488208.654334 + Penalty 2818.112464 = -485390.541870
  nChanged 2
		SP:Iteration 98Q (103352.050000 sec): 3 clusters
  Score: Raw -488209.122056 + Penalty 2818.112464 = -485391.009592
  nChanged 2
		SP:Iteration 99Q (103352.220000 sec): 3 clusters
  Score: Raw -488209.418757 + Penalty 2818.112464 = -485391.306293
  nChanged 3
		SP:Iteration 100F (103352.410000 sec): 3 clusters
  Score: Raw -488210.160591 + Penalty 2818.112464 = -485392.048127
  nChanged 2
		SP:Iteration 101Q (103352.600000 sec): 3 clusters
  Score: Raw -488210.875087 + Penalty 2818.112464 = -485392.762623
  nChanged 3
		SP:Iteration 102Q (103352.770000 sec): 3 clusters
  Score: Raw -488212.342608 + Penalty 2818.112464 = -485394.230144
  nChanged 6
		SP:Iteration 103Q (103352.930000 sec): 3 clusters
  Score: Raw -488213.850641 + Penalty 2818.112464 = -485395.738177
  nChanged 6
		SP:Iteration 104Q (103353.100000 sec): 3 clusters
  Score: Raw -488215.631339 + Penalty 2818.112464 = -485397.518875
  nChanged 7
		SP:Iteration 105Q (103353.270000 sec): 3 clusters
  Score: Raw -488217.169331 + Penalty 2818.112464 = -485399.056867
  nChanged 9
		SP:Iteration 106Q (103353.430000 sec): 3 clusters
  Score: Raw -488218.945828 + Penalty 2818.112464 = -485400.833364
  nChanged 7
		SP:Iteration 107Q (103353.600000 sec): 3 clusters
  Score: Raw -488221.420784 + Penalty 2818.112464 = -485403.308320
  nChanged 11
		SP:Iteration 108Q (103353.770000 sec): 3 clusters
  Score: Raw -488225.313321 + Penalty 2818.112464 = -485407.200857
  nChanged 8
		SP:Iteration 109Q (103353.940000 sec): 3 clusters
  Score: Raw -488227.416639 + Penalty 2818.112464 = -485409.304175
  nChanged 6
		SP:Iteration 110Q (103354.110000 sec): 3 clusters
  Score: Raw -488228.299172 + Penalty 2818.112464 = -485410.186708
  nChanged 2
		SP:Iteration 111Q (103354.270000 sec): 3 clusters
  Score: Raw -488228.513820 + Penalty 2818.112464 = -485410.401356
  nChanged 3
		SP:Iteration 112Q (103354.440000 sec): 3 clusters
  Score: Raw -488229.183953 + Penalty 2818.112464 = -485411.071489
  nChanged 4
		SP:Iteration 113Q (103354.610000 sec): 3 clusters
  Score: Raw -488230.047936 + Penalty 2818.112464 = -485411.935472
  nChanged 5
		SP:Iteration 114Q (103354.780000 sec): 3 clusters
  Score: Raw -488230.857986 + Penalty 2818.112464 = -485412.745522
  nChanged 3
		SP:Iteration 115Q (103354.950000 sec): 3 clusters
  Score: Raw -488231.241902 + Penalty 2818.112464 = -485413.129438
  nChanged 2
		SP:Iteration 116Q (103355.090000 sec): 3 clusters
  Score: Raw -488231.708258 + Penalty 2818.112464 = -485413.595794
  nChanged 3
		SP:Iteration 117Q (103355.190000 sec): 3 clusters
  Score: Raw -488232.270011 + Penalty 2818.112464 = -485414.157547
  nChanged 5
		SP:Iteration 118Q (103355.290000 sec): 3 clusters
  Score: Raw -488233.216647 + Penalty 2818.112464 = -485415.104183
  nChanged 5
		SP:Iteration 119Q (103355.390000 sec): 3 clusters
  Score: Raw -488234.485962 + Penalty 2818.112464 = -485416.373498
  nChanged 5
		SP:Iteration 120F (103355.500000 sec): 3 clusters
  Score: Raw -488235.796049 + Penalty 2818.112464 = -485417.683585
  nChanged 7
		SP:Iteration 121Q (103355.590000 sec): 3 clusters
  Score: Raw -488236.652754 + Penalty 2818.112464 = -485418.540290
  nChanged 1
		SP:Iteration 122Q (103355.690000 sec): 3 clusters
  Score: Raw -488236.786872 + Penalty 2818.112464 = -485418.674408
  nChanged 1
		SP:Iteration 123Q (103355.880000 sec): 3 clusters
  Score: Raw -488236.941007 + Penalty 2818.112464 = -485418.828544
  nChanged 0
		SP:Iteration 124F (103356.100000 sec): 3 clusters
  Score: Raw -488236.941007 + Penalty 2818.112464 = -485418.828544
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 90 (5153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103356.180000 sec): 2 clusters
  Score: Raw -436235.153021 + Penalty 1388.941832 = -434846.211189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103356.440000 sec): 3 clusters
  Score: Raw -433571.398160 + Penalty 2777.883663 = -430793.514496
  nChanged 2099
		SP:Iteration 1F (103356.610000 sec): 3 clusters
  Score: Raw -434957.558701 + Penalty 2777.883663 = -432179.675038
  nChanged 446
		SP:Iteration 2F (103356.790000 sec): 3 clusters
  Score: Raw -435264.029026 + Penalty 2777.883663 = -432486.145363
  nChanged 346
		SP:Iteration 3F (103356.960000 sec): 3 clusters
  Score: Raw -435515.019822 + Penalty 2777.883663 = -432737.136159
  nChanged 314
		SP:Iteration 4F (103357.140000 sec): 3 clusters
  Score: Raw -435770.814530 + Penalty 2777.883663 = -432992.930867
  nChanged 266
		SP:Iteration 5F (103357.310000 sec): 3 clusters
  Score: Raw -435959.512198 + Penalty 2777.883663 = -433181.628535
  nChanged 211
		SP:Iteration 6Q (103357.480000 sec): 3 clusters
  Score: Raw -436134.428017 + Penalty 2777.883663 = -433356.544354
  nChanged 193
		SP:Iteration 7Q (103357.660000 sec): 3 clusters
  Score: Raw -436275.814582 + Penalty 2777.883663 = -433497.930919
  nChanged 158
		SP:Iteration 8Q (103357.830000 sec): 3 clusters
  Score: Raw -436379.957306 + Penalty 2777.883663 = -433602.073643
  nChanged 133
		SP:Iteration 9Q (103358.010000 sec): 3 clusters
  Score: Raw -436470.489523 + Penalty 2777.883663 = -433692.605860
  nChanged 115
		SP:Iteration 10Q (103358.180000 sec): 3 clusters
  Score: Raw -436532.227000 + Penalty 2777.883663 = -433754.343336
  nChanged 85
		SP:Iteration 11Q (103358.360000 sec): 3 clusters
  Score: Raw -436566.260561 + Penalty 2777.883663 = -433788.376897
  nChanged 61
		SP:Iteration 12Q (103358.530000 sec): 3 clusters
  Score: Raw -436588.252183 + Penalty 2777.883663 = -433810.368520
  nChanged 57
		SP:Iteration 13Q (103358.700000 sec): 3 clusters
  Score: Raw -436613.064078 + Penalty 2777.883663 = -433835.180415
  nChanged 47
		SP:Iteration 14Q (103358.880000 sec): 3 clusters
  Score: Raw -436628.997746 + Penalty 2777.883663 = -433851.114083
  nChanged 30
		SP:Iteration 15Q (103359.050000 sec): 3 clusters
  Score: Raw -436638.657809 + Penalty 2777.883663 = -433860.774146
  nChanged 27
		SP:Iteration 16Q (103359.230000 sec): 3 clusters
  Score: Raw -436646.728963 + Penalty 2777.883663 = -433868.845300
  nChanged 27
		SP:Iteration 17Q (103359.400000 sec): 3 clusters
  Score: Raw -436653.820609 + Penalty 2777.883663 = -433875.936946
  nChanged 18
		SP:Iteration 18Q (103359.580000 sec): 3 clusters
  Score: Raw -436661.207787 + Penalty 2777.883663 = -433883.324124
  nChanged 25
		SP:Iteration 19Q (103359.750000 sec): 3 clusters
  Score: Raw -436668.440052 + Penalty 2777.883663 = -433890.556389
  nChanged 24
		SP:Iteration 20F (103359.920000 sec): 3 clusters
  Score: Raw -436675.737588 + Penalty 2777.883663 = -433897.853924
  nChanged 19
		SP:Iteration 21Q (103360.100000 sec): 3 clusters
  Score: Raw -436681.424149 + Penalty 2777.883663 = -433903.540485
  nChanged 25
		SP:Iteration 22Q (103360.270000 sec): 3 clusters
  Score: Raw -436687.408613 + Penalty 2777.883663 = -433909.524950
  nChanged 21
		SP:Iteration 23Q (103360.440000 sec): 3 clusters
  Score: Raw -436692.020274 + Penalty 2777.883663 = -433914.136611
  nChanged 15
		SP:Iteration 24Q (103360.620000 sec): 3 clusters
  Score: Raw -436696.308695 + Penalty 2777.883663 = -433918.425032
  nChanged 16
		SP:Iteration 25Q (103360.800000 sec): 3 clusters
  Score: Raw -436701.672079 + Penalty 2777.883663 = -433923.788416
  nChanged 15
		SP:Iteration 26Q (103360.970000 sec): 3 clusters
  Score: Raw -436705.048648 + Penalty 2777.883663 = -433927.164985
  nChanged 16
		SP:Iteration 27Q (103361.140000 sec): 3 clusters
  Score: Raw -436709.810068 + Penalty 2777.883663 = -433931.926404
  nChanged 18
		SP:Iteration 28Q (103361.320000 sec): 3 clusters
  Score: Raw -436715.063364 + Penalty 2777.883663 = -433937.179701
  nChanged 17
		SP:Iteration 29Q (103361.490000 sec): 3 clusters
  Score: Raw -436720.079802 + Penalty 2777.883663 = -433942.196138
  nChanged 18
		SP:Iteration 30Q (103361.660000 sec): 3 clusters
  Score: Raw -436724.703649 + Penalty 2777.883663 = -433946.819986
  nChanged 21
		SP:Iteration 31Q (103361.840000 sec): 3 clusters
  Score: Raw -436731.322028 + Penalty 2777.883663 = -433953.438364
  nChanged 22
		SP:Iteration 32Q (103362.010000 sec): 3 clusters
  Score: Raw -436736.154297 + Penalty 2777.883663 = -433958.270634
  nChanged 13
		SP:Iteration 33Q (103362.190000 sec): 3 clusters
  Score: Raw -436739.549164 + Penalty 2777.883663 = -433961.665501
  nChanged 20
		SP:Iteration 34Q (103362.360000 sec): 3 clusters
  Score: Raw -436743.558247 + Penalty 2777.883663 = -433965.674584
  nChanged 16
		SP:Iteration 35Q (103362.540000 sec): 3 clusters
  Score: Raw -436746.961295 + Penalty 2777.883663 = -433969.077632
  nChanged 15
		SP:Iteration 36Q (103362.710000 sec): 3 clusters
  Score: Raw -436750.232861 + Penalty 2777.883663 = -433972.349197
  nChanged 14
		SP:Iteration 37Q (103362.880000 sec): 3 clusters
  Score: Raw -436753.577603 + Penalty 2777.883663 = -433975.693940
  nChanged 12
		SP:Iteration 38Q (103363.060000 sec): 3 clusters
  Score: Raw -436756.847357 + Penalty 2777.883663 = -433978.963694
  nChanged 13
		SP:Iteration 39Q (103363.230000 sec): 3 clusters
  Score: Raw -436761.807265 + Penalty 2777.883663 = -433983.923602
  nChanged 15
		SP:Iteration 40F (103363.410000 sec): 3 clusters
  Score: Raw -436767.108783 + Penalty 2777.883663 = -433989.225119
  nChanged 18
		SP:Iteration 41Q (103363.580000 sec): 3 clusters
  Score: Raw -436773.766979 + Penalty 2777.883663 = -433995.883316
  nChanged 18
		SP:Iteration 42Q (103363.760000 sec): 3 clusters
  Score: Raw -436778.694137 + Penalty 2777.883663 = -434000.810473
  nChanged 14
		SP:Iteration 43Q (103363.930000 sec): 3 clusters
  Score: Raw -436783.005332 + Penalty 2777.883663 = -434005.121669
  nChanged 15
		SP:Iteration 44Q (103364.110000 sec): 3 clusters
  Score: Raw -436787.430078 + Penalty 2777.883663 = -434009.546415
  nChanged 12
		SP:Iteration 45Q (103364.280000 sec): 3 clusters
  Score: Raw -436790.728982 + Penalty 2777.883663 = -434012.845319
  nChanged 9
		SP:Iteration 46Q (103364.450000 sec): 3 clusters
  Score: Raw -436792.265877 + Penalty 2777.883663 = -434014.382214
  nChanged 11
		SP:Iteration 47Q (103364.630000 sec): 3 clusters
  Score: Raw -436794.382951 + Penalty 2777.883663 = -434016.499288
  nChanged 6
		SP:Iteration 48Q (103364.800000 sec): 3 clusters
  Score: Raw -436795.812959 + Penalty 2777.883663 = -434017.929295
  nChanged 5
		SP:Iteration 49Q (103364.980000 sec): 3 clusters
  Score: Raw -436796.924847 + Penalty 2777.883663 = -434019.041183
  nChanged 8
		SP:Iteration 50Q (103365.150000 sec): 3 clusters
  Score: Raw -436798.051242 + Penalty 2777.883663 = -434020.167579
  nChanged 5
		SP:Iteration 51Q (103365.330000 sec): 3 clusters
  Score: Raw -436799.160433 + Penalty 2777.883663 = -434021.276770
  nChanged 4
		SP:Iteration 52Q (103365.500000 sec): 3 clusters
  Score: Raw -436799.564619 + Penalty 2777.883663 = -434021.680955
  nChanged 3
		SP:Iteration 53Q (103365.670000 sec): 3 clusters
  Score: Raw -436800.480005 + Penalty 2777.883663 = -434022.596342
  nChanged 4
		SP:Iteration 54Q (103365.850000 sec): 3 clusters
  Score: Raw -436800.917090 + Penalty 2777.883663 = -434023.033427
  nChanged 1
		SP:Iteration 55Q (103366.020000 sec): 3 clusters
  Score: Raw -436801.179209 + Penalty 2777.883663 = -434023.295546
  nChanged 2
		SP:Iteration 56Q (103366.200000 sec): 3 clusters
  Score: Raw -436801.699446 + Penalty 2777.883663 = -434023.815783
  nChanged 3
		SP:Iteration 57Q (103366.370000 sec): 3 clusters
  Score: Raw -436802.570748 + Penalty 2777.883663 = -434024.687084
  nChanged 6
		SP:Iteration 58Q (103366.550000 sec): 3 clusters
  Score: Raw -436804.126461 + Penalty 2777.883663 = -434026.242798
  nChanged 3
		SP:Iteration 59Q (103366.720000 sec): 3 clusters
  Score: Raw -436804.589112 + Penalty 2777.883663 = -434026.705449
  nChanged 2
		SP:Iteration 60F (103366.890000 sec): 3 clusters
  Score: Raw -436804.840519 + Penalty 2777.883663 = -434026.956856
  nChanged 1
		SP:Iteration 61Q (103367.070000 sec): 3 clusters
  Score: Raw -436804.909089 + Penalty 2777.883663 = -434027.025426
  nChanged 1
		SP:Iteration 62Q (103367.240000 sec): 3 clusters
  Score: Raw -436805.016194 + Penalty 2777.883663 = -434027.132531
  nChanged 1
		SP:Iteration 63Q (103367.410000 sec): 3 clusters
  Score: Raw -436805.088666 + Penalty 2777.883663 = -434027.205003
  nChanged 0
		SP:Iteration 64F (103367.590000 sec): 3 clusters
  Score: Raw -436805.088666 + Penalty 2777.883663 = -434027.205003
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 91 (3666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103367.680000 sec): 2 clusters
  Score: Raw -309281.873407 + Penalty 1333.614170 = -307948.259237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103367.830000 sec): 3 clusters
  Score: Raw -307516.965577 + Penalty 2667.228339 = -304849.737238
  nChanged 1426
		SP:Iteration 1F (103367.910000 sec): 3 clusters
  Score: Raw -308334.894759 + Penalty 2667.228339 = -305667.666420
  nChanged 316
		SP:Iteration 2F (103367.980000 sec): 3 clusters
  Score: Raw -308536.648520 + Penalty 2667.228339 = -305869.420181
  nChanged 217
		SP:Iteration 3F (103368.060000 sec): 3 clusters
  Score: Raw -308683.335279 + Penalty 2667.228339 = -306016.106940
  nChanged 176
		SP:Iteration 4Q (103368.130000 sec): 3 clusters
  Score: Raw -308799.185714 + Penalty 2667.228339 = -306131.957375
  nChanged 169
		SP:Iteration 5Q (103368.210000 sec): 3 clusters
  Score: Raw -308901.153042 + Penalty 2667.228339 = -306233.924703
  nChanged 139
		SP:Iteration 6Q (103368.290000 sec): 3 clusters
  Score: Raw -308979.675239 + Penalty 2667.228339 = -306312.446899
  nChanged 122
		SP:Iteration 7Q (103368.360000 sec): 3 clusters
  Score: Raw -309046.643333 + Penalty 2667.228339 = -306379.414993
  nChanged 88
		SP:Iteration 8Q (103368.440000 sec): 3 clusters
  Score: Raw -309099.567643 + Penalty 2667.228339 = -306432.339303
  nChanged 93
		SP:Iteration 9Q (103368.510000 sec): 3 clusters
  Score: Raw -309149.237851 + Penalty 2667.228339 = -306482.009512
  nChanged 70
		SP:Iteration 10Q (103368.590000 sec): 3 clusters
  Score: Raw -309192.962061 + Penalty 2667.228339 = -306525.733721
  nChanged 75
		SP:Iteration 11Q (103368.670000 sec): 3 clusters
  Score: Raw -309239.360069 + Penalty 2667.228339 = -306572.131730
  nChanged 75
		SP:Iteration 12Q (103368.740000 sec): 3 clusters
  Score: Raw -309286.672741 + Penalty 2667.228339 = -306619.444401
  nChanged 66
		SP:Iteration 13Q (103368.820000 sec): 3 clusters
  Score: Raw -309322.559509 + Penalty 2667.228339 = -306655.331170
  nChanged 53
		SP:Iteration 14Q (103368.890000 sec): 3 clusters
  Score: Raw -309349.238942 + Penalty 2667.228339 = -306682.010603
  nChanged 39
		SP:Iteration 15Q (103368.970000 sec): 3 clusters
  Score: Raw -309366.653019 + Penalty 2667.228339 = -306699.424680
  nChanged 30
		SP:Iteration 16Q (103369.160000 sec): 3 clusters
  Score: Raw -309378.686495 + Penalty 2667.228339 = -306711.458155
  nChanged 34
		SP:Iteration 17Q (103369.330000 sec): 3 clusters
  Score: Raw -309388.420156 + Penalty 2667.228339 = -306721.191817
  nChanged 20
		SP:Iteration 18Q (103369.510000 sec): 3 clusters
  Score: Raw -309395.200469 + Penalty 2667.228339 = -306727.972130
  nChanged 19
		SP:Iteration 19Q (103369.690000 sec): 3 clusters
  Score: Raw -309400.921998 + Penalty 2667.228339 = -306733.693658
  nChanged 24
		SP:Iteration 20F (103369.860000 sec): 3 clusters
  Score: Raw -309408.150412 + Penalty 2667.228339 = -306740.922073
  nChanged 21
		SP:Iteration 21Q (103370.040000 sec): 3 clusters
  Score: Raw -309414.041352 + Penalty 2667.228339 = -306746.813013
  nChanged 21
		SP:Iteration 22Q (103370.210000 sec): 3 clusters
  Score: Raw -309419.172937 + Penalty 2667.228339 = -306751.944598
  nChanged 7
		SP:Iteration 23Q (103370.390000 sec): 3 clusters
  Score: Raw -309421.849678 + Penalty 2667.228339 = -306754.621339
  nChanged 11
		SP:Iteration 24Q (103370.570000 sec): 3 clusters
  Score: Raw -309425.166853 + Penalty 2667.228339 = -306757.938514
  nChanged 15
		SP:Iteration 25Q (103370.740000 sec): 3 clusters
  Score: Raw -309429.135032 + Penalty 2667.228339 = -306761.906693
  nChanged 12
		SP:Iteration 26Q (103370.920000 sec): 3 clusters
  Score: Raw -309431.812739 + Penalty 2667.228339 = -306764.584400
  nChanged 7
		SP:Iteration 27Q (103371.090000 sec): 3 clusters
  Score: Raw -309433.183620 + Penalty 2667.228339 = -306765.955281
  nChanged 10
		SP:Iteration 28Q (103371.270000 sec): 3 clusters
  Score: Raw -309435.593680 + Penalty 2667.228339 = -306768.365341
  nChanged 7
		SP:Iteration 29Q (103371.440000 sec): 3 clusters
  Score: Raw -309437.408363 + Penalty 2667.228339 = -306770.180024
  nChanged 10
		SP:Iteration 30Q (103371.620000 sec): 3 clusters
  Score: Raw -309440.018109 + Penalty 2667.228339 = -306772.789770
  nChanged 6
		SP:Iteration 31Q (103371.790000 sec): 3 clusters
  Score: Raw -309441.456927 + Penalty 2667.228339 = -306774.228588
  nChanged 6
		SP:Iteration 32Q (103371.970000 sec): 3 clusters
  Score: Raw -309443.759454 + Penalty 2667.228339 = -306776.531115
  nChanged 6
		SP:Iteration 33Q (103372.150000 sec): 3 clusters
  Score: Raw -309444.996107 + Penalty 2667.228339 = -306777.767768
  nChanged 8
		SP:Iteration 34Q (103372.320000 sec): 3 clusters
  Score: Raw -309447.551983 + Penalty 2667.228339 = -306780.323644
  nChanged 6
		SP:Iteration 35Q (103372.500000 sec): 3 clusters
  Score: Raw -309449.028098 + Penalty 2667.228339 = -306781.799758
  nChanged 6
		SP:Iteration 36Q (103372.670000 sec): 3 clusters
  Score: Raw -309450.425898 + Penalty 2667.228339 = -306783.197559
  nChanged 5
		SP:Iteration 37Q (103372.850000 sec): 3 clusters
  Score: Raw -309452.011927 + Penalty 2667.228339 = -306784.783588
  nChanged 5
		SP:Iteration 38Q (103373.020000 sec): 3 clusters
  Score: Raw -309453.843825 + Penalty 2667.228339 = -306786.615486
  nChanged 6
		SP:Iteration 39Q (103373.200000 sec): 3 clusters
  Score: Raw -309455.857420 + Penalty 2667.228339 = -306788.629080
  nChanged 4
		SP:Iteration 40F (103373.370000 sec): 3 clusters
  Score: Raw -309456.635888 + Penalty 2667.228339 = -306789.407548
  nChanged 6
		SP:Iteration 41Q (103373.550000 sec): 3 clusters
  Score: Raw -309458.620992 + Penalty 2667.228339 = -306791.392652
  nChanged 9
		SP:Iteration 42Q (103373.730000 sec): 3 clusters
  Score: Raw -309462.717502 + Penalty 2667.228339 = -306795.489163
  nChanged 11
		SP:Iteration 43Q (103373.900000 sec): 3 clusters
  Score: Raw -309470.224981 + Penalty 2667.228339 = -306802.996642
  nChanged 14
		SP:Iteration 44Q (103374.080000 sec): 3 clusters
  Score: Raw -309476.816757 + Penalty 2667.228339 = -306809.588418
  nChanged 18
		SP:Iteration 45Q (103374.250000 sec): 3 clusters
  Score: Raw -309486.752911 + Penalty 2667.228339 = -306819.524572
  nChanged 22
		SP:Iteration 46Q (103374.430000 sec): 3 clusters
  Score: Raw -309496.778057 + Penalty 2667.228339 = -306829.549718
  nChanged 37
		SP:Iteration 47Q (103374.610000 sec): 3 clusters
  Score: Raw -309510.845093 + Penalty 2667.228339 = -306843.616754
  nChanged 30
		SP:Iteration 48Q (103374.780000 sec): 3 clusters
  Score: Raw -309522.021537 + Penalty 2667.228339 = -306854.793198
  nChanged 20
		SP:Iteration 49Q (103374.960000 sec): 3 clusters
  Score: Raw -309528.836419 + Penalty 2667.228339 = -306861.608079
  nChanged 19
		SP:Iteration 50Q (103375.030000 sec): 3 clusters
  Score: Raw -309534.006940 + Penalty 2667.228339 = -306866.778601
  nChanged 14
		SP:Iteration 51Q (103375.110000 sec): 3 clusters
  Score: Raw -309538.076411 + Penalty 2667.228339 = -306870.848072
  nChanged 8
		SP:Iteration 52Q (103375.180000 sec): 3 clusters
  Score: Raw -309540.863946 + Penalty 2667.228339 = -306873.635607
  nChanged 10
		SP:Iteration 53Q (103375.260000 sec): 3 clusters
  Score: Raw -309544.638296 + Penalty 2667.228339 = -306877.409957
  nChanged 11
		SP:Iteration 54Q (103375.330000 sec): 3 clusters
  Score: Raw -309548.605957 + Penalty 2667.228339 = -306881.377618
  nChanged 10
		SP:Iteration 55Q (103375.410000 sec): 3 clusters
  Score: Raw -309551.271940 + Penalty 2667.228339 = -306884.043601
  nChanged 14
		SP:Iteration 56Q (103375.490000 sec): 3 clusters
  Score: Raw -309555.457319 + Penalty 2667.228339 = -306888.228980
  nChanged 12
		SP:Iteration 57Q (103375.560000 sec): 3 clusters
  Score: Raw -309558.769462 + Penalty 2667.228339 = -306891.541123
  nChanged 6
		SP:Iteration 58Q (103375.640000 sec): 3 clusters
  Score: Raw -309560.494213 + Penalty 2667.228339 = -306893.265874
  nChanged 10
		SP:Iteration 59Q (103375.710000 sec): 3 clusters
  Score: Raw -309563.379854 + Penalty 2667.228339 = -306896.151515
  nChanged 2
		SP:Iteration 60F (103375.790000 sec): 3 clusters
  Score: Raw -309563.976656 + Penalty 2667.228339 = -306896.748316
  nChanged 2
		SP:Iteration 61Q (103375.870000 sec): 3 clusters
  Score: Raw -309564.407274 + Penalty 2667.228339 = -306897.178934
  nChanged 1
		SP:Iteration 62Q (103375.940000 sec): 3 clusters
  Score: Raw -309564.626278 + Penalty 2667.228339 = -306897.397939
  nChanged 3
		SP:Iteration 63Q (103376.020000 sec): 3 clusters
  Score: Raw -309565.072773 + Penalty 2667.228339 = -306897.844434
  nChanged 3
		SP:Iteration 64Q (103376.090000 sec): 3 clusters
  Score: Raw -309565.478849 + Penalty 2667.228339 = -306898.250510
  nChanged 2
		SP:Iteration 65Q (103376.170000 sec): 3 clusters
  Score: Raw -309566.135879 + Penalty 2667.228339 = -306898.907539
  nChanged 3
		SP:Iteration 66Q (103376.240000 sec): 3 clusters
  Score: Raw -309566.938212 + Penalty 2667.228339 = -306899.709872
  nChanged 4
		SP:Iteration 67Q (103376.320000 sec): 3 clusters
  Score: Raw -309567.818989 + Penalty 2667.228339 = -306900.590650
  nChanged 3
		SP:Iteration 68Q (103376.390000 sec): 3 clusters
  Score: Raw -309568.395945 + Penalty 2667.228339 = -306901.167605
  nChanged 3
		SP:Iteration 69Q (103376.470000 sec): 3 clusters
  Score: Raw -309569.078031 + Penalty 2667.228339 = -306901.849692
  nChanged 5
		SP:Iteration 70Q (103376.550000 sec): 3 clusters
  Score: Raw -309570.937999 + Penalty 2667.228339 = -306903.709660
  nChanged 3
		SP:Iteration 71Q (103376.620000 sec): 3 clusters
  Score: Raw -309572.057798 + Penalty 2667.228339 = -306904.829459
  nChanged 1
		SP:Iteration 72Q (103376.700000 sec): 3 clusters
  Score: Raw -309572.488763 + Penalty 2667.228339 = -306905.260424
  nChanged 1
		SP:Iteration 73Q (103376.770000 sec): 3 clusters
  Score: Raw -309572.702039 + Penalty 2667.228339 = -306905.473699
  nChanged 2
		SP:Iteration 74Q (103376.850000 sec): 3 clusters
  Score: Raw -309573.073784 + Penalty 2667.228339 = -306905.845445
  nChanged 4
		SP:Iteration 75Q (103376.920000 sec): 3 clusters
  Score: Raw -309573.989615 + Penalty 2667.228339 = -306906.761276
  nChanged 3
		SP:Iteration 76Q (103377.000000 sec): 3 clusters
  Score: Raw -309574.364394 + Penalty 2667.228339 = -306907.136055
  nChanged 2
		SP:Iteration 77Q (103377.070000 sec): 3 clusters
  Score: Raw -309574.858709 + Penalty 2667.228339 = -306907.630370
  nChanged 2
		SP:Iteration 78Q (103377.150000 sec): 3 clusters
  Score: Raw -309575.590036 + Penalty 2667.228339 = -306908.361697
  nChanged 2
		SP:Iteration 79Q (103377.230000 sec): 3 clusters
  Score: Raw -309576.037719 + Penalty 2667.228339 = -306908.809380
  nChanged 1
		SP:Iteration 80F (103377.300000 sec): 3 clusters
  Score: Raw -309576.275161 + Penalty 2667.228339 = -306909.046821
  nChanged 1
		SP:Iteration 81Q (103377.380000 sec): 3 clusters
  Score: Raw -309576.392199 + Penalty 2667.228339 = -306909.163860
  nChanged 0
		SP:Iteration 82F (103377.450000 sec): 3 clusters
  Score: Raw -309576.392199 + Penalty 2667.228339 = -306909.163860
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 92 (3204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103377.520000 sec): 2 clusters
  Score: Raw -313756.109654 + Penalty 1311.725238 = -312444.384416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103377.590000 sec): 3 clusters
  Score: Raw -312183.874701 + Penalty 2623.450475 = -309560.424226
  nChanged 1240
		SP:Iteration 1F (103377.660000 sec): 3 clusters
  Score: Raw -312967.653408 + Penalty 2623.450475 = -310344.202932
  nChanged 275
		SP:Iteration 2F (103377.730000 sec): 3 clusters
  Score: Raw -313184.884206 + Penalty 2623.450475 = -310561.433731
  nChanged 224
		SP:Iteration 3F (103377.790000 sec): 3 clusters
  Score: Raw -313377.823291 + Penalty 2623.450475 = -310754.372816
  nChanged 189
		SP:Iteration 4F (103377.850000 sec): 3 clusters
  Score: Raw -313544.584917 + Penalty 2623.450475 = -310921.134442
  nChanged 170
		SP:Iteration 5F (103377.910000 sec): 3 clusters
  Score: Raw -313713.639996 + Penalty 2623.450475 = -311090.189521
  nChanged 171
		SP:Iteration 6F (103377.970000 sec): 3 clusters
  Score: Raw -313855.781401 + Penalty 2623.450475 = -311232.330925
  nChanged 117
		SP:Iteration 7Q (103378.030000 sec): 3 clusters
  Score: Raw -313943.008481 + Penalty 2623.450475 = -311319.558006
  nChanged 89
		SP:Iteration 8Q (103378.100000 sec): 3 clusters
  Score: Raw -313998.581631 + Penalty 2623.450475 = -311375.131156
  nChanged 69
		SP:Iteration 9Q (103378.170000 sec): 3 clusters
  Score: Raw -314045.387616 + Penalty 2623.450475 = -311421.937141
  nChanged 61
		SP:Iteration 10Q (103378.230000 sec): 3 clusters
  Score: Raw -314084.845385 + Penalty 2623.450475 = -311461.394910
  nChanged 54
		SP:Iteration 11Q (103378.300000 sec): 3 clusters
  Score: Raw -314115.825017 + Penalty 2623.450475 = -311492.374542
  nChanged 48
		SP:Iteration 12Q (103378.370000 sec): 3 clusters
  Score: Raw -314148.270706 + Penalty 2623.450475 = -311524.820231
  nChanged 49
		SP:Iteration 13Q (103378.430000 sec): 3 clusters
  Score: Raw -314176.430892 + Penalty 2623.450475 = -311552.980417
  nChanged 45
		SP:Iteration 14Q (103378.500000 sec): 3 clusters
  Score: Raw -314201.274968 + Penalty 2623.450475 = -311577.824493
  nChanged 39
		SP:Iteration 15Q (103378.570000 sec): 3 clusters
  Score: Raw -314223.710222 + Penalty 2623.450475 = -311600.259746
  nChanged 35
		SP:Iteration 16Q (103378.630000 sec): 3 clusters
  Score: Raw -314242.964218 + Penalty 2623.450475 = -311619.513743
  nChanged 28
		SP:Iteration 17Q (103378.700000 sec): 3 clusters
  Score: Raw -314257.118202 + Penalty 2623.450475 = -311633.667727
  nChanged 20
		SP:Iteration 18Q (103378.770000 sec): 3 clusters
  Score: Raw -314267.286893 + Penalty 2623.450475 = -311643.836418
  nChanged 20
		SP:Iteration 19Q (103378.830000 sec): 3 clusters
  Score: Raw -314276.529613 + Penalty 2623.450475 = -311653.079138
  nChanged 17
		SP:Iteration 20F (103378.900000 sec): 3 clusters
  Score: Raw -314283.732312 + Penalty 2623.450475 = -311660.281837
  nChanged 12
		SP:Iteration 21Q (103378.960000 sec): 3 clusters
  Score: Raw -314289.283548 + Penalty 2623.450475 = -311665.833073
  nChanged 14
		SP:Iteration 22Q (103379.030000 sec): 3 clusters
  Score: Raw -314293.957114 + Penalty 2623.450475 = -311670.506639
  nChanged 7
		SP:Iteration 23Q (103379.090000 sec): 3 clusters
  Score: Raw -314296.519651 + Penalty 2623.450475 = -311673.069175
  nChanged 5
		SP:Iteration 24Q (103379.160000 sec): 3 clusters
  Score: Raw -314298.040802 + Penalty 2623.450475 = -311674.590327
  nChanged 4
		SP:Iteration 25Q (103379.230000 sec): 3 clusters
  Score: Raw -314299.791452 + Penalty 2623.450475 = -311676.340977
  nChanged 2
		SP:Iteration 26Q (103379.300000 sec): 3 clusters
  Score: Raw -314300.198490 + Penalty 2623.450475 = -311676.748014
  nChanged 1
		SP:Iteration 27Q (103379.360000 sec): 3 clusters
  Score: Raw -314300.487807 + Penalty 2623.450475 = -311677.037332
  nChanged 2
		SP:Iteration 28Q (103379.430000 sec): 3 clusters
  Score: Raw -314301.191300 + Penalty 2623.450475 = -311677.740825
  nChanged 1
		SP:Iteration 29Q (103379.500000 sec): 3 clusters
  Score: Raw -314301.651933 + Penalty 2623.450475 = -311678.201457
  nChanged 3
		SP:Iteration 30Q (103379.560000 sec): 3 clusters
  Score: Raw -314302.465945 + Penalty 2623.450475 = -311679.015470
  nChanged 1
		SP:Iteration 31Q (103379.630000 sec): 3 clusters
  Score: Raw -314302.667950 + Penalty 2623.450475 = -311679.217475
  nChanged 0
		SP:Iteration 32F (103379.690000 sec): 3 clusters
  Score: Raw -314302.667950 + Penalty 2623.450475 = -311679.217475
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 93 (4119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103379.770000 sec): 2 clusters
  Score: Raw -338512.340897 + Penalty 1352.546925 = -337159.793971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103379.950000 sec): 3 clusters
  Score: Raw -336469.332540 + Penalty 2705.093851 = -333764.238689
  nChanged 1646
		SP:Iteration 1F (103380.120000 sec): 3 clusters
  Score: Raw -337518.062975 + Penalty 2705.093851 = -334812.969124
  nChanged 337
		SP:Iteration 2F (103380.300000 sec): 3 clusters
  Score: Raw -337759.247516 + Penalty 2705.093851 = -335054.153666
  nChanged 224
		SP:Iteration 3F (103380.470000 sec): 3 clusters
  Score: Raw -337914.095841 + Penalty 2705.093851 = -335209.001990
  nChanged 191
		SP:Iteration 4Q (103380.650000 sec): 3 clusters
  Score: Raw -338059.297952 + Penalty 2705.093851 = -335354.204101
  nChanged 184
		SP:Iteration 5Q (103380.830000 sec): 3 clusters
  Score: Raw -338198.801302 + Penalty 2705.093851 = -335493.707451
  nChanged 165
		SP:Iteration 6Q (103381.000000 sec): 3 clusters
  Score: Raw -338308.440623 + Penalty 2705.093851 = -335603.346773
  nChanged 140
		SP:Iteration 7Q (103381.170000 sec): 3 clusters
  Score: Raw -338392.874111 + Penalty 2705.093851 = -335687.780260
  nChanged 109
		SP:Iteration 8Q (103381.350000 sec): 3 clusters
  Score: Raw -338449.473534 + Penalty 2705.093851 = -335744.379684
  nChanged 86
		SP:Iteration 9Q (103381.530000 sec): 3 clusters
  Score: Raw -338498.311941 + Penalty 2705.093851 = -335793.218090
  nChanged 75
		SP:Iteration 10Q (103381.700000 sec): 3 clusters
  Score: Raw -338549.977997 + Penalty 2705.093851 = -335844.884146
  nChanged 102
		SP:Iteration 11Q (103381.880000 sec): 3 clusters
  Score: Raw -338613.081514 + Penalty 2705.093851 = -335907.987663
  nChanged 84
		SP:Iteration 12Q (103382.050000 sec): 3 clusters
  Score: Raw -338664.094314 + Penalty 2705.093851 = -335959.000463
  nChanged 78
		SP:Iteration 13Q (103382.230000 sec): 3 clusters
  Score: Raw -338705.641317 + Penalty 2705.093851 = -336000.547467
  nChanged 65
		SP:Iteration 14Q (103382.410000 sec): 3 clusters
  Score: Raw -338737.745905 + Penalty 2705.093851 = -336032.652054
  nChanged 57
		SP:Iteration 15Q (103382.580000 sec): 3 clusters
  Score: Raw -338761.689081 + Penalty 2705.093851 = -336056.595230
  nChanged 44
		SP:Iteration 16Q (103382.760000 sec): 3 clusters
  Score: Raw -338779.213225 + Penalty 2705.093851 = -336074.119374
  nChanged 42
		SP:Iteration 17Q (103382.930000 sec): 3 clusters
  Score: Raw -338801.333510 + Penalty 2705.093851 = -336096.239660
  nChanged 43
		SP:Iteration 18Q (103383.110000 sec): 3 clusters
  Score: Raw -338823.829483 + Penalty 2705.093851 = -336118.735632
  nChanged 45
		SP:Iteration 19Q (103383.290000 sec): 3 clusters
  Score: Raw -338839.637426 + Penalty 2705.093851 = -336134.543576
  nChanged 32
		SP:Iteration 20F (103383.460000 sec): 3 clusters
  Score: Raw -338850.226617 + Penalty 2705.093851 = -336145.132766
  nChanged 22
		SP:Iteration 21Q (103383.640000 sec): 3 clusters
  Score: Raw -338857.000695 + Penalty 2705.093851 = -336151.906845
  nChanged 25
		SP:Iteration 22Q (103383.810000 sec): 3 clusters
  Score: Raw -338866.690413 + Penalty 2705.093851 = -336161.596562
  nChanged 24
		SP:Iteration 23Q (103383.990000 sec): 3 clusters
  Score: Raw -338873.487793 + Penalty 2705.093851 = -336168.393942
  nChanged 14
		SP:Iteration 24Q (103384.170000 sec): 3 clusters
  Score: Raw -338877.325996 + Penalty 2705.093851 = -336172.232145
  nChanged 12
		SP:Iteration 25Q (103384.340000 sec): 3 clusters
  Score: Raw -338880.269643 + Penalty 2705.093851 = -336175.175793
  nChanged 12
		SP:Iteration 26Q (103384.520000 sec): 3 clusters
  Score: Raw -338884.015209 + Penalty 2705.093851 = -336178.921359
  nChanged 16
		SP:Iteration 27Q (103384.690000 sec): 3 clusters
  Score: Raw -338887.786312 + Penalty 2705.093851 = -336182.692461
  nChanged 16
		SP:Iteration 28Q (103384.870000 sec): 3 clusters
  Score: Raw -338891.873436 + Penalty 2705.093851 = -336186.779586
  nChanged 15
		SP:Iteration 29Q (103385.050000 sec): 3 clusters
  Score: Raw -338897.219275 + Penalty 2705.093851 = -336192.125424
  nChanged 15
		SP:Iteration 30Q (103385.220000 sec): 3 clusters
  Score: Raw -338902.148392 + Penalty 2705.093851 = -336197.054541
  nChanged 22
		SP:Iteration 31Q (103385.400000 sec): 3 clusters
  Score: Raw -338911.390552 + Penalty 2705.093851 = -336206.296702
  nChanged 21
		SP:Iteration 32Q (103385.570000 sec): 3 clusters
  Score: Raw -338918.150838 + Penalty 2705.093851 = -336213.056987
  nChanged 20
		SP:Iteration 33Q (103385.750000 sec): 3 clusters
  Score: Raw -338926.641374 + Penalty 2705.093851 = -336221.547523
  nChanged 22
		SP:Iteration 34Q (103385.930000 sec): 3 clusters
  Score: Raw -338937.293464 + Penalty 2705.093851 = -336232.199614
  nChanged 23
		SP:Iteration 35Q (103386.100000 sec): 3 clusters
  Score: Raw -338948.187727 + Penalty 2705.093851 = -336243.093876
  nChanged 32
		SP:Iteration 36Q (103386.270000 sec): 3 clusters
  Score: Raw -338958.358163 + Penalty 2705.093851 = -336253.264312
  nChanged 21
		SP:Iteration 37Q (103386.450000 sec): 3 clusters
  Score: Raw -338964.192311 + Penalty 2705.093851 = -336259.098460
  nChanged 14
		SP:Iteration 38Q (103386.630000 sec): 3 clusters
  Score: Raw -338966.984514 + Penalty 2705.093851 = -336261.890663
  nChanged 10
		SP:Iteration 39Q (103386.800000 sec): 3 clusters
  Score: Raw -338969.534072 + Penalty 2705.093851 = -336264.440222
  nChanged 10
		SP:Iteration 40F (103386.980000 sec): 3 clusters
  Score: Raw -338972.617923 + Penalty 2705.093851 = -336267.524072
  nChanged 8
		SP:Iteration 41Q (103387.150000 sec): 3 clusters
  Score: Raw -338974.941612 + Penalty 2705.093851 = -336269.847762
  nChanged 8
		SP:Iteration 42Q (103387.330000 sec): 3 clusters
  Score: Raw -338977.385107 + Penalty 2705.093851 = -336272.291256
  nChanged 7
		SP:Iteration 43Q (103387.510000 sec): 3 clusters
  Score: Raw -338978.734613 + Penalty 2705.093851 = -336273.640762
  nChanged 5
		SP:Iteration 44Q (103387.680000 sec): 3 clusters
  Score: Raw -338979.570740 + Penalty 2705.093851 = -336274.476889
  nChanged 7
		SP:Iteration 45Q (103387.860000 sec): 3 clusters
  Score: Raw -338980.976873 + Penalty 2705.093851 = -336275.883022
  nChanged 5
		SP:Iteration 46Q (103388.030000 sec): 3 clusters
  Score: Raw -338981.574136 + Penalty 2705.093851 = -336276.480285
  nChanged 1
		SP:Iteration 47Q (103388.210000 sec): 3 clusters
  Score: Raw -338981.814049 + Penalty 2705.093851 = -336276.720199
  nChanged 0
		SP:Iteration 48F (103388.390000 sec): 3 clusters
  Score: Raw -338981.814049 + Penalty 2705.093851 = -336276.720199
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 94 (5812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103388.490000 sec): 2 clusters
  Score: Raw -478822.911480 + Penalty 1408.498004 = -477414.413476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103388.670000 sec): 3 clusters
  Score: Raw -475778.800564 + Penalty 2816.996008 = -472961.804556
  nChanged 2410
		SP:Iteration 1F (103388.830000 sec): 3 clusters
  Score: Raw -477290.162083 + Penalty 2816.996008 = -474473.166075
  nChanged 514
		SP:Iteration 2F (103389.000000 sec): 3 clusters
  Score: Raw -477674.420774 + Penalty 2816.996008 = -474857.424766
  nChanged 398
		SP:Iteration 3F (103389.200000 sec): 3 clusters
  Score: Raw -477971.711624 + Penalty 2816.996008 = -475154.715616
  nChanged 352
		SP:Iteration 4F (103389.370000 sec): 3 clusters
  Score: Raw -478215.202331 + Penalty 2816.996008 = -475398.206323
  nChanged 263
		SP:Iteration 5Q (103389.540000 sec): 3 clusters
  Score: Raw -478362.068104 + Penalty 2816.996008 = -475545.072096
  nChanged 210
		SP:Iteration 6Q (103389.710000 sec): 3 clusters
  Score: Raw -478467.830424 + Penalty 2816.996008 = -475650.834416
  nChanged 179
		SP:Iteration 7Q (103389.880000 sec): 3 clusters
  Score: Raw -478560.484143 + Penalty 2816.996008 = -475743.488135
  nChanged 151
		SP:Iteration 8Q (103390.050000 sec): 3 clusters
  Score: Raw -478635.237501 + Penalty 2816.996008 = -475818.241493
  nChanged 135
		SP:Iteration 9Q (103390.210000 sec): 3 clusters
  Score: Raw -478691.023175 + Penalty 2816.996008 = -475874.027167
  nChanged 112
		SP:Iteration 10Q (103390.380000 sec): 3 clusters
  Score: Raw -478733.882643 + Penalty 2816.996008 = -475916.886635
  nChanged 112
		SP:Iteration 11Q (103390.580000 sec): 3 clusters
  Score: Raw -478783.019702 + Penalty 2816.996008 = -475966.023694
  nChanged 109
		SP:Iteration 12Q (103390.740000 sec): 3 clusters
  Score: Raw -478842.440367 + Penalty 2816.996008 = -476025.444359
  nChanged 92
		SP:Iteration 13Q (103390.870000 sec): 3 clusters
  Score: Raw -478901.681299 + Penalty 2816.996008 = -476084.685291
  nChanged 101
		SP:Iteration 14Q (103391.030000 sec): 3 clusters
  Score: Raw -478946.030440 + Penalty 2816.996008 = -476129.034432
  nChanged 80
		SP:Iteration 15Q (103391.190000 sec): 3 clusters
  Score: Raw -478978.857855 + Penalty 2816.996008 = -476161.861847
  nChanged 68
		SP:Iteration 16Q (103391.340000 sec): 3 clusters
  Score: Raw -479005.267968 + Penalty 2816.996008 = -476188.271960
  nChanged 67
		SP:Iteration 17Q (103391.490000 sec): 3 clusters
  Score: Raw -479026.511516 + Penalty 2816.996008 = -476209.515508
  nChanged 66
		SP:Iteration 18Q (103391.650000 sec): 3 clusters
  Score: Raw -479043.281231 + Penalty 2816.996008 = -476226.285223
  nChanged 48
		SP:Iteration 19Q (103391.800000 sec): 3 clusters
  Score: Raw -479059.375043 + Penalty 2816.996008 = -476242.379035
  nChanged 47
		SP:Iteration 20F (103391.960000 sec): 3 clusters
  Score: Raw -479073.933808 + Penalty 2816.996008 = -476256.937800
  nChanged 48
		SP:Iteration 21Q (103392.110000 sec): 3 clusters
  Score: Raw -479085.902619 + Penalty 2816.996008 = -476268.906611
  nChanged 37
		SP:Iteration 22Q (103392.270000 sec): 3 clusters
  Score: Raw -479093.566940 + Penalty 2816.996008 = -476276.570932
  nChanged 22
		SP:Iteration 23Q (103392.440000 sec): 3 clusters
  Score: Raw -479097.581920 + Penalty 2816.996008 = -476280.585911
  nChanged 18
		SP:Iteration 24Q (103392.610000 sec): 3 clusters
  Score: Raw -479102.322550 + Penalty 2816.996008 = -476285.326542
  nChanged 21
		SP:Iteration 25Q (103392.770000 sec): 3 clusters
  Score: Raw -479107.496752 + Penalty 2816.996008 = -476290.500744
  nChanged 11
		SP:Iteration 26Q (103392.940000 sec): 3 clusters
  Score: Raw -479109.882059 + Penalty 2816.996008 = -476292.886051
  nChanged 15
		SP:Iteration 27Q (103393.110000 sec): 3 clusters
  Score: Raw -479112.273141 + Penalty 2816.996008 = -476295.277133
  nChanged 8
		SP:Iteration 28Q (103393.280000 sec): 3 clusters
  Score: Raw -479114.636279 + Penalty 2816.996008 = -476297.640271
  nChanged 10
		SP:Iteration 29Q (103393.450000 sec): 3 clusters
  Score: Raw -479116.991303 + Penalty 2816.996008 = -476299.995295
  nChanged 8
		SP:Iteration 30Q (103393.610000 sec): 3 clusters
  Score: Raw -479119.022671 + Penalty 2816.996008 = -476302.026663
  nChanged 6
		SP:Iteration 31Q (103393.780000 sec): 3 clusters
  Score: Raw -479120.036918 + Penalty 2816.996008 = -476303.040910
  nChanged 4
		SP:Iteration 32Q (103393.950000 sec): 3 clusters
  Score: Raw -479120.641509 + Penalty 2816.996008 = -476303.645501
  nChanged 4
		SP:Iteration 33Q (103394.120000 sec): 3 clusters
  Score: Raw -479121.811460 + Penalty 2816.996008 = -476304.815452
  nChanged 7
		SP:Iteration 34Q (103394.290000 sec): 3 clusters
  Score: Raw -479123.691747 + Penalty 2816.996008 = -476306.695739
  nChanged 8
		SP:Iteration 35Q (103394.460000 sec): 3 clusters
  Score: Raw -479124.643194 + Penalty 2816.996008 = -476307.647186
  nChanged 4
		SP:Iteration 36Q (103394.670000 sec): 3 clusters
  Score: Raw -479125.114176 + Penalty 2816.996008 = -476308.118168
  nChanged 1
		SP:Iteration 37Q (103394.840000 sec): 3 clusters
  Score: Raw -479125.263167 + Penalty 2816.996008 = -476308.267159
  nChanged 2
		SP:Iteration 38Q (103395.010000 sec): 3 clusters
  Score: Raw -479125.719501 + Penalty 2816.996008 = -476308.723493
  nChanged 1
		SP:Iteration 39Q (103395.170000 sec): 3 clusters
  Score: Raw -479125.866007 + Penalty 2816.996008 = -476308.869999
  nChanged 0
		SP:Iteration 40F (103395.340000 sec): 3 clusters
  Score: Raw -479125.866007 + Penalty 2816.996008 = -476308.869999
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 95 (4383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103395.460000 sec): 2 clusters
  Score: Raw -330522.948237 + Penalty 1362.641914 = -329160.306323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103395.640000 sec): 3 clusters
  Score: Raw -328383.189478 + Penalty 2725.283828 = -325657.905650
  nChanged 1754
		SP:Iteration 1F (103395.820000 sec): 3 clusters
  Score: Raw -329553.770442 + Penalty 2725.283828 = -326828.486614
  nChanged 387
		SP:Iteration 2F (103395.900000 sec): 3 clusters
  Score: Raw -329825.571691 + Penalty 2725.283828 = -327100.287863
  nChanged 267
		SP:Iteration 3F (103395.990000 sec): 3 clusters
  Score: Raw -330001.860937 + Penalty 2725.283828 = -327276.577109
  nChanged 220
		SP:Iteration 4F (103396.080000 sec): 3 clusters
  Score: Raw -330142.017223 + Penalty 2725.283828 = -327416.733395
  nChanged 161
		SP:Iteration 5Q (103396.160000 sec): 3 clusters
  Score: Raw -330219.037555 + Penalty 2725.283828 = -327493.753728
  nChanged 136
		SP:Iteration 6Q (103396.250000 sec): 3 clusters
  Score: Raw -330284.889835 + Penalty 2725.283828 = -327559.606007
  nChanged 121
		SP:Iteration 7Q (103396.340000 sec): 3 clusters
  Score: Raw -330350.861736 + Penalty 2725.283828 = -327625.577909
  nChanged 98
		SP:Iteration 8Q (103396.420000 sec): 3 clusters
  Score: Raw -330399.743695 + Penalty 2725.283828 = -327674.459867
  nChanged 91
		SP:Iteration 9Q (103396.510000 sec): 3 clusters
  Score: Raw -330452.253337 + Penalty 2725.283828 = -327726.969509
  nChanged 85
		SP:Iteration 10Q (103396.590000 sec): 3 clusters
  Score: Raw -330510.534641 + Penalty 2725.283828 = -327785.250814
  nChanged 79
		SP:Iteration 11Q (103396.680000 sec): 3 clusters
  Score: Raw -330552.497711 + Penalty 2725.283828 = -327827.213883
  nChanged 76
		SP:Iteration 12Q (103396.760000 sec): 3 clusters
  Score: Raw -330585.888672 + Penalty 2725.283828 = -327860.604844
  nChanged 52
		SP:Iteration 13Q (103396.850000 sec): 3 clusters
  Score: Raw -330611.599474 + Penalty 2725.283828 = -327886.315647
  nChanged 60
		SP:Iteration 14Q (103396.940000 sec): 3 clusters
  Score: Raw -330640.403443 + Penalty 2725.283828 = -327915.119616
  nChanged 57
		SP:Iteration 15Q (103397.020000 sec): 3 clusters
  Score: Raw -330665.712657 + Penalty 2725.283828 = -327940.428830
  nChanged 57
		SP:Iteration 16Q (103397.110000 sec): 3 clusters
  Score: Raw -330688.077477 + Penalty 2725.283828 = -327962.793649
  nChanged 36
		SP:Iteration 17Q (103397.190000 sec): 3 clusters
  Score: Raw -330701.110977 + Penalty 2725.283828 = -327975.827149
  nChanged 24
		SP:Iteration 18Q (103397.280000 sec): 3 clusters
  Score: Raw -330710.337659 + Penalty 2725.283828 = -327985.053831
  nChanged 31
		SP:Iteration 19Q (103397.360000 sec): 3 clusters
  Score: Raw -330720.157083 + Penalty 2725.283828 = -327994.873255
  nChanged 25
		SP:Iteration 20F (103397.450000 sec): 3 clusters
  Score: Raw -330728.312913 + Penalty 2725.283828 = -328003.029085
  nChanged 22
		SP:Iteration 21Q (103397.570000 sec): 3 clusters
  Score: Raw -330737.051638 + Penalty 2725.283828 = -328011.767810
  nChanged 18
		SP:Iteration 22Q (103397.740000 sec): 3 clusters
  Score: Raw -330742.263651 + Penalty 2725.283828 = -328016.979824
  nChanged 16
		SP:Iteration 23Q (103397.890000 sec): 3 clusters
  Score: Raw -330747.177512 + Penalty 2725.283828 = -328021.893684
  nChanged 14
		SP:Iteration 24Q (103397.980000 sec): 3 clusters
  Score: Raw -330750.745902 + Penalty 2725.283828 = -328025.462074
  nChanged 12
		SP:Iteration 25Q (103398.060000 sec): 3 clusters
  Score: Raw -330753.442999 + Penalty 2725.283828 = -328028.159171
  nChanged 14
		SP:Iteration 26Q (103398.150000 sec): 3 clusters
  Score: Raw -330757.338524 + Penalty 2725.283828 = -328032.054696
  nChanged 10
		SP:Iteration 27Q (103398.240000 sec): 3 clusters
  Score: Raw -330761.037220 + Penalty 2725.283828 = -328035.753392
  nChanged 10
		SP:Iteration 28Q (103398.320000 sec): 3 clusters
  Score: Raw -330763.897955 + Penalty 2725.283828 = -328038.614127
  nChanged 8
		SP:Iteration 29Q (103398.400000 sec): 3 clusters
  Score: Raw -330765.515585 + Penalty 2725.283828 = -328040.231758
  nChanged 4
		SP:Iteration 30Q (103398.490000 sec): 3 clusters
  Score: Raw -330767.089836 + Penalty 2725.283828 = -328041.806008
  nChanged 6
		SP:Iteration 31Q (103398.580000 sec): 3 clusters
  Score: Raw -330768.120264 + Penalty 2725.283828 = -328042.836436
  nChanged 3
		SP:Iteration 32Q (103398.660000 sec): 3 clusters
  Score: Raw -330769.372650 + Penalty 2725.283828 = -328044.088823
  nChanged 4
		SP:Iteration 33Q (103398.740000 sec): 3 clusters
  Score: Raw -330770.352434 + Penalty 2725.283828 = -328045.068606
  nChanged 3
		SP:Iteration 34Q (103398.830000 sec): 3 clusters
  Score: Raw -330770.649114 + Penalty 2725.283828 = -328045.365287
  nChanged 1
		SP:Iteration 35Q (103398.910000 sec): 3 clusters
  Score: Raw -330770.958462 + Penalty 2725.283828 = -328045.674635
  nChanged 2
		SP:Iteration 36Q (103399.000000 sec): 3 clusters
  Score: Raw -330771.492896 + Penalty 2725.283828 = -328046.209068
  nChanged 1
		SP:Iteration 37Q (103399.080000 sec): 3 clusters
  Score: Raw -330772.179840 + Penalty 2725.283828 = -328046.896013
  nChanged 3
		SP:Iteration 38Q (103399.170000 sec): 3 clusters
  Score: Raw -330773.002971 + Penalty 2725.283828 = -328047.719143
  nChanged 2
		SP:Iteration 39Q (103399.260000 sec): 3 clusters
  Score: Raw -330773.189135 + Penalty 2725.283828 = -328047.905307
  nChanged 0
		SP:Iteration 40F (103399.340000 sec): 3 clusters
  Score: Raw -330773.189135 + Penalty 2725.283828 = -328047.905307
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 96 (3233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103399.410000 sec): 2 clusters
  Score: Raw -191565.904943 + Penalty 1313.189439 = -190252.715504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103399.480000 sec): 3 clusters
  Score: Raw -190067.974655 + Penalty 2626.378878 = -187441.595777
  nChanged 1246
		SP:Iteration 1F (103399.540000 sec): 3 clusters
  Score: Raw -191200.051485 + Penalty 2626.378878 = -188573.672607
  nChanged 397
		SP:Iteration 2F (103399.610000 sec): 3 clusters
  Score: Raw -191742.022200 + Penalty 2626.378878 = -189115.643322
  nChanged 261
		SP:Iteration 3F (103399.670000 sec): 3 clusters
  Score: Raw -191994.968690 + Penalty 2626.378878 = -189368.589812
  nChanged 155
		SP:Iteration 4Q (103399.730000 sec): 3 clusters
  Score: Raw -192139.226922 + Penalty 2626.378878 = -189512.848044
  nChanged 112
		SP:Iteration 5Q (103399.790000 sec): 3 clusters
  Score: Raw -192211.322356 + Penalty 2626.378878 = -189584.943478
  nChanged 75
		SP:Iteration 6Q (103399.850000 sec): 3 clusters
  Score: Raw -192262.638003 + Penalty 2626.378878 = -189636.259125
  nChanged 66
		SP:Iteration 7Q (103399.910000 sec): 3 clusters
  Score: Raw -192295.801161 + Penalty 2626.378878 = -189669.422283
  nChanged 47
		SP:Iteration 8Q (103399.980000 sec): 3 clusters
  Score: Raw -192324.173103 + Penalty 2626.378878 = -189697.794226
  nChanged 36
		SP:Iteration 9Q (103400.040000 sec): 3 clusters
  Score: Raw -192345.645814 + Penalty 2626.378878 = -189719.266936
  nChanged 38
		SP:Iteration 10Q (103400.100000 sec): 3 clusters
  Score: Raw -192361.820822 + Penalty 2626.378878 = -189735.441945
  nChanged 20
		SP:Iteration 11Q (103400.160000 sec): 3 clusters
  Score: Raw -192370.584589 + Penalty 2626.378878 = -189744.205711
  nChanged 26
		SP:Iteration 12Q (103400.220000 sec): 3 clusters
  Score: Raw -192380.256127 + Penalty 2626.378878 = -189753.877249
  nChanged 20
		SP:Iteration 13Q (103400.280000 sec): 3 clusters
  Score: Raw -192388.141171 + Penalty 2626.378878 = -189761.762293
  nChanged 10
		SP:Iteration 14Q (103400.370000 sec): 3 clusters
  Score: Raw -192391.167682 + Penalty 2626.378878 = -189764.788804
  nChanged 12
		SP:Iteration 15Q (103400.440000 sec): 3 clusters
  Score: Raw -192394.331205 + Penalty 2626.378878 = -189767.952327
  nChanged 6
		SP:Iteration 16Q (103400.500000 sec): 3 clusters
  Score: Raw -192396.460695 + Penalty 2626.378878 = -189770.081818
  nChanged 5
		SP:Iteration 17Q (103400.560000 sec): 3 clusters
  Score: Raw -192398.210781 + Penalty 2626.378878 = -189771.831903
  nChanged 7
		SP:Iteration 18Q (103400.620000 sec): 3 clusters
  Score: Raw -192400.792264 + Penalty 2626.378878 = -189774.413386
  nChanged 9
		SP:Iteration 19Q (103400.680000 sec): 3 clusters
  Score: Raw -192403.058331 + Penalty 2626.378878 = -189776.679454
  nChanged 6
		SP:Iteration 20F (103400.740000 sec): 3 clusters
  Score: Raw -192405.241521 + Penalty 2626.378878 = -189778.862643
  nChanged 7
		SP:Iteration 21Q (103400.800000 sec): 3 clusters
  Score: Raw -192407.161222 + Penalty 2626.378878 = -189780.782344
  nChanged 7
		SP:Iteration 22Q (103400.860000 sec): 3 clusters
  Score: Raw -192409.524063 + Penalty 2626.378878 = -189783.145185
  nChanged 7
		SP:Iteration 23Q (103400.920000 sec): 3 clusters
  Score: Raw -192411.282340 + Penalty 2626.378878 = -189784.903462
  nChanged 8
		SP:Iteration 24Q (103400.990000 sec): 3 clusters
  Score: Raw -192413.882684 + Penalty 2626.378878 = -189787.503807
  nChanged 4
		SP:Iteration 25Q (103401.050000 sec): 3 clusters
  Score: Raw -192414.986700 + Penalty 2626.378878 = -189788.607822
  nChanged 3
		SP:Iteration 26Q (103401.110000 sec): 3 clusters
  Score: Raw -192415.998233 + Penalty 2626.378878 = -189789.619355
  nChanged 3
		SP:Iteration 27Q (103401.170000 sec): 3 clusters
  Score: Raw -192416.538705 + Penalty 2626.378878 = -189790.159827
  nChanged 1
		SP:Iteration 28Q (103401.230000 sec): 3 clusters
  Score: Raw -192416.848919 + Penalty 2626.378878 = -189790.470041
  nChanged 2
		SP:Iteration 29Q (103401.290000 sec): 3 clusters
  Score: Raw -192417.583066 + Penalty 2626.378878 = -189791.204188
  nChanged 2
		SP:Iteration 30Q (103401.360000 sec): 3 clusters
  Score: Raw -192418.091219 + Penalty 2626.378878 = -189791.712342
  nChanged 1
		SP:Iteration 31Q (103401.420000 sec): 3 clusters
  Score: Raw -192418.171511 + Penalty 2626.378878 = -189791.792634
  nChanged 0
		SP:Iteration 32F (103401.480000 sec): 3 clusters
  Score: Raw -192418.171511 + Penalty 2626.378878 = -189791.792634
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 97 (3181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103401.580000 sec): 2 clusters
  Score: Raw -280828.797515 + Penalty 1310.554520 = -279518.242995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103401.760000 sec): 3 clusters
  Score: Raw -279321.861722 + Penalty 2621.109040 = -276700.752682
  nChanged 1216
		SP:Iteration 1F (103401.930000 sec): 3 clusters
  Score: Raw -280051.253389 + Penalty 2621.109040 = -277430.144350
  nChanged 253
		SP:Iteration 2F (103402.110000 sec): 3 clusters
  Score: Raw -280214.575609 + Penalty 2621.109040 = -277593.466569
  nChanged 189
		SP:Iteration 3F (103402.280000 sec): 3 clusters
  Score: Raw -280343.253945 + Penalty 2621.109040 = -277722.144905
  nChanged 130
		SP:Iteration 4Q (103402.460000 sec): 3 clusters
  Score: Raw -280433.299527 + Penalty 2621.109040 = -277812.190487
  nChanged 118
		SP:Iteration 5Q (103402.640000 sec): 3 clusters
  Score: Raw -280502.851680 + Penalty 2621.109040 = -277881.742640
  nChanged 93
		SP:Iteration 6Q (103402.810000 sec): 3 clusters
  Score: Raw -280569.987176 + Penalty 2621.109040 = -277948.878136
  nChanged 100
		SP:Iteration 7Q (103402.990000 sec): 3 clusters
  Score: Raw -280642.861455 + Penalty 2621.109040 = -278021.752415
  nChanged 94
		SP:Iteration 8Q (103403.160000 sec): 3 clusters
  Score: Raw -280697.899502 + Penalty 2621.109040 = -278076.790462
  nChanged 67
		SP:Iteration 9Q (103403.340000 sec): 3 clusters
  Score: Raw -280737.567955 + Penalty 2621.109040 = -278116.458915
  nChanged 67
		SP:Iteration 10Q (103403.510000 sec): 3 clusters
  Score: Raw -280775.230585 + Penalty 2621.109040 = -278154.121546
  nChanged 70
		SP:Iteration 11Q (103403.690000 sec): 3 clusters
  Score: Raw -280812.396885 + Penalty 2621.109040 = -278191.287845
  nChanged 49
		SP:Iteration 12Q (103403.860000 sec): 3 clusters
  Score: Raw -280841.556794 + Penalty 2621.109040 = -278220.447755
  nChanged 49
		SP:Iteration 13Q (103404.040000 sec): 3 clusters
  Score: Raw -280866.264715 + Penalty 2621.109040 = -278245.155676
  nChanged 45
		SP:Iteration 14Q (103404.220000 sec): 3 clusters
  Score: Raw -280895.109026 + Penalty 2621.109040 = -278273.999986
  nChanged 47
		SP:Iteration 15Q (103404.390000 sec): 3 clusters
  Score: Raw -280922.115623 + Penalty 2621.109040 = -278301.006584
  nChanged 38
		SP:Iteration 16Q (103404.570000 sec): 3 clusters
  Score: Raw -280945.058662 + Penalty 2621.109040 = -278323.949622
  nChanged 36
		SP:Iteration 17Q (103404.740000 sec): 3 clusters
  Score: Raw -280971.426552 + Penalty 2621.109040 = -278350.317512
  nChanged 36
		SP:Iteration 18Q (103404.920000 sec): 3 clusters
  Score: Raw -280993.102814 + Penalty 2621.109040 = -278371.993775
  nChanged 24
		SP:Iteration 19Q (103405.100000 sec): 3 clusters
  Score: Raw -281008.543251 + Penalty 2621.109040 = -278387.434211
  nChanged 24
		SP:Iteration 20F (103405.270000 sec): 3 clusters
  Score: Raw -281027.450396 + Penalty 2621.109040 = -278406.341356
  nChanged 19
		SP:Iteration 21Q (103405.450000 sec): 3 clusters
  Score: Raw -281044.140516 + Penalty 2621.109040 = -278423.031476
  nChanged 19
		SP:Iteration 22Q (103405.620000 sec): 3 clusters
  Score: Raw -281058.188164 + Penalty 2621.109040 = -278437.079124
  nChanged 23
		SP:Iteration 23Q (103405.800000 sec): 3 clusters
  Score: Raw -281074.130009 + Penalty 2621.109040 = -278453.020969
  nChanged 21
		SP:Iteration 24Q (103405.980000 sec): 3 clusters
  Score: Raw -281086.461818 + Penalty 2621.109040 = -278465.352778
  nChanged 16
		SP:Iteration 25Q (103406.150000 sec): 3 clusters
  Score: Raw -281097.868786 + Penalty 2621.109040 = -278476.759746
  nChanged 15
		SP:Iteration 26Q (103406.330000 sec): 3 clusters
  Score: Raw -281106.822956 + Penalty 2621.109040 = -278485.713917
  nChanged 17
		SP:Iteration 27Q (103406.500000 sec): 3 clusters
  Score: Raw -281117.041066 + Penalty 2621.109040 = -278495.932026
  nChanged 15
		SP:Iteration 28Q (103406.680000 sec): 3 clusters
  Score: Raw -281129.714263 + Penalty 2621.109040 = -278508.605223
  nChanged 16
		SP:Iteration 29Q (103406.860000 sec): 3 clusters
  Score: Raw -281145.417323 + Penalty 2621.109040 = -278524.308283
  nChanged 20
		SP:Iteration 30Q (103407.030000 sec): 3 clusters
  Score: Raw -281160.788345 + Penalty 2621.109040 = -278539.679305
  nChanged 14
		SP:Iteration 31Q (103407.210000 sec): 3 clusters
  Score: Raw -281169.489113 + Penalty 2621.109040 = -278548.380073
  nChanged 12
		SP:Iteration 32Q (103407.380000 sec): 3 clusters
  Score: Raw -281175.401574 + Penalty 2621.109040 = -278554.292534
  nChanged 6
		SP:Iteration 33Q (103407.560000 sec): 3 clusters
  Score: Raw -281181.359757 + Penalty 2621.109040 = -278560.250717
  nChanged 5
		SP:Iteration 34Q (103407.740000 sec): 3 clusters
  Score: Raw -281183.626868 + Penalty 2621.109040 = -278562.517828
  nChanged 2
		SP:Iteration 35Q (103407.910000 sec): 3 clusters
  Score: Raw -281184.468481 + Penalty 2621.109040 = -278563.359441
  nChanged 1
		SP:Iteration 36Q (103408.090000 sec): 3 clusters
  Score: Raw -281185.267007 + Penalty 2621.109040 = -278564.157967
  nChanged 1
		SP:Iteration 37Q (103408.260000 sec): 3 clusters
  Score: Raw -281185.628686 + Penalty 2621.109040 = -278564.519646
  nChanged 2
		SP:Iteration 38Q (103408.440000 sec): 3 clusters
  Score: Raw -281187.246060 + Penalty 2621.109040 = -278566.137020
  nChanged 4
		SP:Iteration 39Q (103408.620000 sec): 3 clusters
  Score: Raw -281189.011795 + Penalty 2621.109040 = -278567.902755
  nChanged 3
		SP:Iteration 40F (103408.790000 sec): 3 clusters
  Score: Raw -281189.425301 + Penalty 2621.109040 = -278568.316261
  nChanged 4
		SP:Iteration 41Q (103408.960000 sec): 3 clusters
  Score: Raw -281191.982795 + Penalty 2621.109040 = -278570.873755
  nChanged 4
		SP:Iteration 42Q (103409.140000 sec): 3 clusters
  Score: Raw -281193.368877 + Penalty 2621.109040 = -278572.259837
  nChanged 4
		SP:Iteration 43Q (103409.320000 sec): 3 clusters
  Score: Raw -281194.760319 + Penalty 2621.109040 = -278573.651279
  nChanged 2
		SP:Iteration 44Q (103409.490000 sec): 3 clusters
  Score: Raw -281195.390764 + Penalty 2621.109040 = -278574.281724
  nChanged 3
		SP:Iteration 45Q (103409.670000 sec): 3 clusters
  Score: Raw -281196.975767 + Penalty 2621.109040 = -278575.866727
  nChanged 7
		SP:Iteration 46Q (103409.840000 sec): 3 clusters
  Score: Raw -281200.307880 + Penalty 2621.109040 = -278579.198840
  nChanged 3
		SP:Iteration 47Q (103410.020000 sec): 3 clusters
  Score: Raw -281202.473508 + Penalty 2621.109040 = -278581.364468
  nChanged 5
		SP:Iteration 48Q (103410.200000 sec): 3 clusters
  Score: Raw -281205.738635 + Penalty 2621.109040 = -278584.629595
  nChanged 6
		SP:Iteration 49Q (103410.370000 sec): 3 clusters
  Score: Raw -281210.977105 + Penalty 2621.109040 = -278589.868065
  nChanged 14
		SP:Iteration 50Q (103410.550000 sec): 3 clusters
  Score: Raw -281219.386352 + Penalty 2621.109040 = -278598.277312
  nChanged 10
		SP:Iteration 51Q (103410.740000 sec): 3 clusters
  Score: Raw -281224.549049 + Penalty 2621.109040 = -278603.440009
  nChanged 6
		SP:Iteration 52Q (103410.900000 sec): 3 clusters
  Score: Raw -281226.212612 + Penalty 2621.109040 = -278605.103572
  nChanged 5
		SP:Iteration 53Q (103411.080000 sec): 3 clusters
  Score: Raw -281228.234070 + Penalty 2621.109040 = -278607.125030
  nChanged 5
		SP:Iteration 54Q (103411.250000 sec): 3 clusters
  Score: Raw -281230.067594 + Penalty 2621.109040 = -278608.958554
  nChanged 4
		SP:Iteration 55Q (103411.430000 sec): 3 clusters
  Score: Raw -281231.936966 + Penalty 2621.109040 = -278610.827926
  nChanged 4
		SP:Iteration 56Q (103411.600000 sec): 3 clusters
  Score: Raw -281233.901462 + Penalty 2621.109040 = -278612.792422
  nChanged 4
		SP:Iteration 57Q (103411.780000 sec): 3 clusters
  Score: Raw -281237.245725 + Penalty 2621.109040 = -278616.136685
  nChanged 5
		SP:Iteration 58Q (103411.960000 sec): 3 clusters
  Score: Raw -281240.646421 + Penalty 2621.109040 = -278619.537381
  nChanged 6
		SP:Iteration 59Q (103412.130000 sec): 3 clusters
  Score: Raw -281243.803948 + Penalty 2621.109040 = -278622.694908
  nChanged 1
		SP:Iteration 60F (103412.300000 sec): 3 clusters
  Score: Raw -281244.036769 + Penalty 2621.109040 = -278622.927729
  nChanged 1
		SP:Iteration 61Q (103412.480000 sec): 3 clusters
  Score: Raw -281244.301171 + Penalty 2621.109040 = -278623.192131
  nChanged 0
		SP:Iteration 62F (103412.660000 sec): 3 clusters
  Score: Raw -281244.301171 + Penalty 2621.109040 = -278623.192131
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 98 (1905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103412.780000 sec): 2 clusters
  Score: Raw -167314.469326 + Penalty 1227.238559 = -166087.230766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103412.960000 sec): 3 clusters
  Score: Raw -166538.431159 + Penalty 2454.477118 = -164083.954041
  nChanged 656
		SP:Iteration 1F (103413.130000 sec): 3 clusters
  Score: Raw -167060.892706 + Penalty 2454.477118 = -164606.415588
  nChanged 188
		SP:Iteration 2F (103413.310000 sec): 3 clusters
  Score: Raw -167235.071756 + Penalty 2454.477118 = -164780.594637
  nChanged 127
		SP:Iteration 3F (103413.480000 sec): 3 clusters
  Score: Raw -167342.148940 + Penalty 2454.477118 = -164887.671822
  nChanged 92
		SP:Iteration 4Q (103413.660000 sec): 3 clusters
  Score: Raw -167418.653759 + Penalty 2454.477118 = -164964.176640
  nChanged 57
		SP:Iteration 5Q (103413.840000 sec): 3 clusters
  Score: Raw -167458.762829 + Penalty 2454.477118 = -165004.285711
  nChanged 40
		SP:Iteration 6Q (103414.010000 sec): 3 clusters
  Score: Raw -167483.690433 + Penalty 2454.477118 = -165029.213314
  nChanged 25
		SP:Iteration 7Q (103414.190000 sec): 3 clusters
  Score: Raw -167500.339424 + Penalty 2454.477118 = -165045.862305
  nChanged 20
		SP:Iteration 8Q (103414.360000 sec): 3 clusters
  Score: Raw -167511.242672 + Penalty 2454.477118 = -165056.765553
  nChanged 12
		SP:Iteration 9Q (103414.540000 sec): 3 clusters
  Score: Raw -167519.993631 + Penalty 2454.477118 = -165065.516513
  nChanged 18
		SP:Iteration 10Q (103414.710000 sec): 3 clusters
  Score: Raw -167530.111245 + Penalty 2454.477118 = -165075.634127
  nChanged 16
		SP:Iteration 11Q (103414.890000 sec): 3 clusters
  Score: Raw -167540.145501 + Penalty 2454.477118 = -165085.668383
  nChanged 12
		SP:Iteration 12Q (103415.060000 sec): 3 clusters
  Score: Raw -167547.097760 + Penalty 2454.477118 = -165092.620642
  nChanged 4
		SP:Iteration 13Q (103415.240000 sec): 3 clusters
  Score: Raw -167549.662024 + Penalty 2454.477118 = -165095.184906
  nChanged 3
		SP:Iteration 14Q (103415.420000 sec): 3 clusters
  Score: Raw -167551.078539 + Penalty 2454.477118 = -165096.601420
  nChanged 3
		SP:Iteration 15Q (103415.590000 sec): 3 clusters
  Score: Raw -167552.369260 + Penalty 2454.477118 = -165097.892141
  nChanged 1
		SP:Iteration 16Q (103415.770000 sec): 3 clusters
  Score: Raw -167553.524664 + Penalty 2454.477118 = -165099.047545
  nChanged 1
		SP:Iteration 17Q (103415.940000 sec): 3 clusters
  Score: Raw -167553.762717 + Penalty 2454.477118 = -165099.285599
  nChanged 0
		SP:Iteration 18F (103416.120000 sec): 3 clusters
  Score: Raw -167553.762717 + Penalty 2454.477118 = -165099.285599
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 99 (6390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103416.210000 sec): 2 clusters
  Score: Raw -556719.731837 + Penalty 1423.904551 = -555295.827286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103416.430000 sec): 3 clusters
  Score: Raw -553246.849066 + Penalty 2847.809103 = -550399.039963
  nChanged 2722
		SP:Iteration 1F (103416.640000 sec): 3 clusters
  Score: Raw -554932.566574 + Penalty 2847.809103 = -552084.757471
  nChanged 534
		SP:Iteration 2F (103416.840000 sec): 3 clusters
  Score: Raw -555323.519865 + Penalty 2847.809103 = -552475.710762
  nChanged 443
		SP:Iteration 3F (103417.050000 sec): 3 clusters
  Score: Raw -555625.805127 + Penalty 2847.809103 = -552777.996024
  nChanged 373
		SP:Iteration 4F (103417.260000 sec): 3 clusters
  Score: Raw -555880.081265 + Penalty 2847.809103 = -553032.272162
  nChanged 326
		SP:Iteration 5F (103417.470000 sec): 3 clusters
  Score: Raw -556115.117813 + Penalty 2847.809103 = -553267.308711
  nChanged 266
		SP:Iteration 6Q (103417.670000 sec): 3 clusters
  Score: Raw -556327.682538 + Penalty 2847.809103 = -553479.873435
  nChanged 261
		SP:Iteration 7Q (103417.880000 sec): 3 clusters
  Score: Raw -556561.786521 + Penalty 2847.809103 = -553713.977418
  nChanged 246
		SP:Iteration 8Q (103418.090000 sec): 3 clusters
  Score: Raw -556799.998344 + Penalty 2847.809103 = -553952.189241
  nChanged 206
		SP:Iteration 9Q (103418.300000 sec): 3 clusters
  Score: Raw -557013.511952 + Penalty 2847.809103 = -554165.702849
  nChanged 175
		SP:Iteration 10Q (103418.500000 sec): 3 clusters
  Score: Raw -557197.785531 + Penalty 2847.809103 = -554349.976428
  nChanged 148
		SP:Iteration 11Q (103418.710000 sec): 3 clusters
  Score: Raw -557336.161059 + Penalty 2847.809103 = -554488.351956
  nChanged 152
		SP:Iteration 12Q (103418.920000 sec): 3 clusters
  Score: Raw -557435.062501 + Penalty 2847.809103 = -554587.253398
  nChanged 131
		SP:Iteration 13Q (103419.120000 sec): 3 clusters
  Score: Raw -557517.424517 + Penalty 2847.809103 = -554669.615414
  nChanged 125
		SP:Iteration 14Q (103419.290000 sec): 3 clusters
  Score: Raw -557594.851606 + Penalty 2847.809103 = -554747.042503
  nChanged 94
		SP:Iteration 15Q (103419.450000 sec): 3 clusters
  Score: Raw -557655.748546 + Penalty 2847.809103 = -554807.939443
  nChanged 88
		SP:Iteration 16Q (103419.640000 sec): 3 clusters
  Score: Raw -557711.254194 + Penalty 2847.809103 = -554863.445091
  nChanged 80
		SP:Iteration 17Q (103419.740000 sec): 3 clusters
  Score: Raw -557754.345547 + Penalty 2847.809103 = -554906.536444
  nChanged 61
		SP:Iteration 18Q (103419.850000 sec): 3 clusters
  Score: Raw -557782.768538 + Penalty 2847.809103 = -554934.959436
  nChanged 52
		SP:Iteration 19Q (103419.950000 sec): 3 clusters
  Score: Raw -557803.447578 + Penalty 2847.809103 = -554955.638475
  nChanged 46
		SP:Iteration 20F (103420.060000 sec): 3 clusters
  Score: Raw -557819.576978 + Penalty 2847.809103 = -554971.767876
  nChanged 29
		SP:Iteration 21Q (103420.160000 sec): 3 clusters
  Score: Raw -557826.987012 + Penalty 2847.809103 = -554979.177909
  nChanged 23
		SP:Iteration 22Q (103420.260000 sec): 3 clusters
  Score: Raw -557831.273423 + Penalty 2847.809103 = -554983.464320
  nChanged 11
		SP:Iteration 23Q (103420.360000 sec): 3 clusters
  Score: Raw -557833.652630 + Penalty 2847.809103 = -554985.843527
  nChanged 4
		SP:Iteration 24Q (103420.560000 sec): 3 clusters
  Score: Raw -557834.722358 + Penalty 2847.809103 = -554986.913255
  nChanged 9
		SP:Iteration 25Q (103420.730000 sec): 3 clusters
  Score: Raw -557836.242931 + Penalty 2847.809103 = -554988.433828
  nChanged 7
		SP:Iteration 26Q (103420.930000 sec): 3 clusters
  Score: Raw -557837.247177 + Penalty 2847.809103 = -554989.438074
  nChanged 9
		SP:Iteration 27Q (103421.140000 sec): 3 clusters
  Score: Raw -557839.193642 + Penalty 2847.809103 = -554991.384540
  nChanged 6
		SP:Iteration 28Q (103421.330000 sec): 3 clusters
  Score: Raw -557840.376884 + Penalty 2847.809103 = -554992.567781
  nChanged 6
		SP:Iteration 29Q (103421.440000 sec): 3 clusters
  Score: Raw -557841.132504 + Penalty 2847.809103 = -554993.323401
  nChanged 5
		SP:Iteration 30Q (103421.640000 sec): 3 clusters
  Score: Raw -557841.721736 + Penalty 2847.809103 = -554993.912634
  nChanged 3
		SP:Iteration 31Q (103421.850000 sec): 3 clusters
  Score: Raw -557842.217429 + Penalty 2847.809103 = -554994.408326
  nChanged 2
		SP:Iteration 32Q (103422.040000 sec): 3 clusters
  Score: Raw -557842.441095 + Penalty 2847.809103 = -554994.631992
  nChanged 2
		SP:Iteration 33Q (103422.250000 sec): 3 clusters
  Score: Raw -557842.898689 + Penalty 2847.809103 = -554995.089586
  nChanged 4
		SP:Iteration 34Q (103422.450000 sec): 3 clusters
  Score: Raw -557844.117324 + Penalty 2847.809103 = -554996.308221
  nChanged 2
		SP:Iteration 35Q (103422.660000 sec): 3 clusters
  Score: Raw -557844.235857 + Penalty 2847.809103 = -554996.426754
  nChanged 2
		SP:Iteration 36Q (103422.870000 sec): 3 clusters
  Score: Raw -557844.598906 + Penalty 2847.809103 = -554996.789803
  nChanged 4
		SP:Iteration 37Q (103423.070000 sec): 3 clusters
  Score: Raw -557845.304714 + Penalty 2847.809103 = -554997.495611
  nChanged 4
		SP:Iteration 38Q (103423.280000 sec): 3 clusters
  Score: Raw -557845.995320 + Penalty 2847.809103 = -554998.186217
  nChanged 2
		SP:Iteration 39Q (103423.480000 sec): 3 clusters
  Score: Raw -557846.198386 + Penalty 2847.809103 = -554998.389283
  nChanged 1
		SP:Iteration 40F (103423.690000 sec): 3 clusters
  Score: Raw -557846.315596 + Penalty 2847.809103 = -554998.506493
  nChanged 1
		SP:Iteration 41Q (103423.900000 sec): 3 clusters
  Score: Raw -557846.514371 + Penalty 2847.809103 = -554998.705268
  nChanged 1
		SP:Iteration 42Q (103424.060000 sec): 3 clusters
  Score: Raw -557846.598713 + Penalty 2847.809103 = -554998.789610
  nChanged 1
		SP:Iteration 43Q (103424.270000 sec): 3 clusters
  Score: Raw -557846.770434 + Penalty 2847.809103 = -554998.961331
  nChanged 1
		SP:Iteration 44Q (103424.480000 sec): 3 clusters
  Score: Raw -557846.916888 + Penalty 2847.809103 = -554999.107785
  nChanged 2
		SP:Iteration 45Q (103424.640000 sec): 3 clusters
  Score: Raw -557847.454502 + Penalty 2847.809103 = -554999.645399
  nChanged 3
		SP:Iteration 46Q (103424.850000 sec): 3 clusters
  Score: Raw -557848.082055 + Penalty 2847.809103 = -555000.272952
  nChanged 1
		SP:Iteration 47Q (103425.060000 sec): 3 clusters
  Score: Raw -557848.234879 + Penalty 2847.809103 = -555000.425776
  nChanged 1
		SP:Iteration 48Q (103425.270000 sec): 3 clusters
  Score: Raw -557848.552089 + Penalty 2847.809103 = -555000.742987
  nChanged 4
		SP:Iteration 49Q (103425.480000 sec): 3 clusters
  Score: Raw -557849.591459 + Penalty 2847.809103 = -555001.782357
  nChanged 5
		SP:Iteration 50Q (103425.680000 sec): 3 clusters
  Score: Raw -557850.501177 + Penalty 2847.809103 = -555002.692074
  nChanged 5
		SP:Iteration 51Q (103425.890000 sec): 3 clusters
  Score: Raw -557852.130358 + Penalty 2847.809103 = -555004.321255
  nChanged 7
		SP:Iteration 52Q (103426.100000 sec): 3 clusters
  Score: Raw -557853.417226 + Penalty 2847.809103 = -555005.608123
  nChanged 6
		SP:Iteration 53Q (103426.300000 sec): 3 clusters
  Score: Raw -557854.445993 + Penalty 2847.809103 = -555006.636890
  nChanged 4
		SP:Iteration 54Q (103426.510000 sec): 3 clusters
  Score: Raw -557855.262705 + Penalty 2847.809103 = -555007.453602
  nChanged 5
		SP:Iteration 55Q (103426.720000 sec): 3 clusters
  Score: Raw -557856.099963 + Penalty 2847.809103 = -555008.290860
  nChanged 4
		SP:Iteration 56Q (103426.930000 sec): 3 clusters
  Score: Raw -557856.873907 + Penalty 2847.809103 = -555009.064804
  nChanged 3
		SP:Iteration 57Q (103427.140000 sec): 3 clusters
  Score: Raw -557857.313080 + Penalty 2847.809103 = -555009.503977
  nChanged 3
		SP:Iteration 58Q (103427.340000 sec): 3 clusters
  Score: Raw -557857.661373 + Penalty 2847.809103 = -555009.852270
  nChanged 3
		SP:Iteration 59Q (103427.550000 sec): 3 clusters
  Score: Raw -557857.952677 + Penalty 2847.809103 = -555010.143574
  nChanged 2
		SP:Iteration 60F (103427.760000 sec): 3 clusters
  Score: Raw -557858.484442 + Penalty 2847.809103 = -555010.675339
  nChanged 3
		SP:Iteration 61Q (103427.920000 sec): 3 clusters
  Score: Raw -557859.245753 + Penalty 2847.809103 = -555011.436650
  nChanged 0
		SP:Iteration 62F (103428.130000 sec): 3 clusters
  Score: Raw -557859.245753 + Penalty 2847.809103 = -555011.436650
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 100 (6230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103428.230000 sec): 2 clusters
  Score: Raw -526487.526414 + Penalty 1419.783887 = -525067.742527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103428.450000 sec): 3 clusters
  Score: Raw -523130.179436 + Penalty 2839.567774 = -520290.611662
  nChanged 2603
		SP:Iteration 1F (103428.620000 sec): 3 clusters
  Score: Raw -524756.854859 + Penalty 2839.567774 = -521917.287086
  nChanged 559
		SP:Iteration 2F (103428.790000 sec): 3 clusters
  Score: Raw -525254.631843 + Penalty 2839.567774 = -522415.064069
  nChanged 513
		SP:Iteration 3F (103428.950000 sec): 3 clusters
  Score: Raw -525673.479305 + Penalty 2839.567774 = -522833.911531
  nChanged 431
		SP:Iteration 4F (103429.110000 sec): 3 clusters
  Score: Raw -525995.344150 + Penalty 2839.567774 = -523155.776377
  nChanged 342
		SP:Iteration 5F (103429.280000 sec): 3 clusters
  Score: Raw -526258.905687 + Penalty 2839.567774 = -523419.337913
  nChanged 286
		SP:Iteration 6Q (103429.440000 sec): 3 clusters
  Score: Raw -526448.795789 + Penalty 2839.567774 = -523609.228015
  nChanged 230
		SP:Iteration 7Q (103429.650000 sec): 3 clusters
  Score: Raw -526588.421198 + Penalty 2839.567774 = -523748.853424
  nChanged 180
		SP:Iteration 8Q (103429.860000 sec): 3 clusters
  Score: Raw -526692.823446 + Penalty 2839.567774 = -523853.255672
  nChanged 157
		SP:Iteration 9Q (103430.070000 sec): 3 clusters
  Score: Raw -526767.781349 + Penalty 2839.567774 = -523928.213575
  nChanged 121
		SP:Iteration 10Q (103430.270000 sec): 3 clusters
  Score: Raw -526817.474782 + Penalty 2839.567774 = -523977.907008
  nChanged 105
		SP:Iteration 11Q (103430.480000 sec): 3 clusters
  Score: Raw -526856.360141 + Penalty 2839.567774 = -524016.792367
  nChanged 76
		SP:Iteration 12Q (103430.690000 sec): 3 clusters
  Score: Raw -526885.433426 + Penalty 2839.567774 = -524045.865652
  nChanged 94
		SP:Iteration 13Q (103430.900000 sec): 3 clusters
  Score: Raw -526921.690054 + Penalty 2839.567774 = -524082.122280
  nChanged 85
		SP:Iteration 14Q (103431.110000 sec): 3 clusters
  Score: Raw -526951.903978 + Penalty 2839.567774 = -524112.336205
  nChanged 66
		SP:Iteration 15Q (103431.310000 sec): 3 clusters
  Score: Raw -526972.029598 + Penalty 2839.567774 = -524132.461824
  nChanged 52
		SP:Iteration 16Q (103431.520000 sec): 3 clusters
  Score: Raw -526985.415882 + Penalty 2839.567774 = -524145.848108
  nChanged 39
		SP:Iteration 17Q (103431.730000 sec): 3 clusters
  Score: Raw -526995.217553 + Penalty 2839.567774 = -524155.649779
  nChanged 48
		SP:Iteration 18Q (103431.940000 sec): 3 clusters
  Score: Raw -527005.870341 + Penalty 2839.567774 = -524166.302567
  nChanged 38
		SP:Iteration 19Q (103432.150000 sec): 3 clusters
  Score: Raw -527014.548085 + Penalty 2839.567774 = -524174.980311
  nChanged 34
		SP:Iteration 20F (103432.310000 sec): 3 clusters
  Score: Raw -527022.418862 + Penalty 2839.567774 = -524182.851088
  nChanged 36
		SP:Iteration 21Q (103432.470000 sec): 3 clusters
  Score: Raw -527032.987594 + Penalty 2839.567774 = -524193.419820
  nChanged 37
		SP:Iteration 22Q (103432.680000 sec): 3 clusters
  Score: Raw -527043.619515 + Penalty 2839.567774 = -524204.051741
  nChanged 39
		SP:Iteration 23Q (103432.850000 sec): 3 clusters
  Score: Raw -527054.277480 + Penalty 2839.567774 = -524214.709706
  nChanged 43
		SP:Iteration 24Q (103433.010000 sec): 3 clusters
  Score: Raw -527065.409408 + Penalty 2839.567774 = -524225.841634
  nChanged 41
		SP:Iteration 25Q (103433.170000 sec): 3 clusters
  Score: Raw -527074.741225 + Penalty 2839.567774 = -524235.173451
  nChanged 37
		SP:Iteration 26Q (103433.340000 sec): 3 clusters
  Score: Raw -527082.511232 + Penalty 2839.567774 = -524242.943458
  nChanged 30
		SP:Iteration 27Q (103433.510000 sec): 3 clusters
  Score: Raw -527089.783859 + Penalty 2839.567774 = -524250.216085
  nChanged 33
		SP:Iteration 28Q (103433.670000 sec): 3 clusters
  Score: Raw -527097.583272 + Penalty 2839.567774 = -524258.015498
  nChanged 29
		SP:Iteration 29Q (103433.880000 sec): 3 clusters
  Score: Raw -527105.649754 + Penalty 2839.567774 = -524266.081980
  nChanged 27
		SP:Iteration 30Q (103434.090000 sec): 3 clusters
  Score: Raw -527114.876986 + Penalty 2839.567774 = -524275.309212
  nChanged 29
		SP:Iteration 31Q (103434.250000 sec): 3 clusters
  Score: Raw -527126.811999 + Penalty 2839.567774 = -524287.244225
  nChanged 33
		SP:Iteration 32Q (103434.410000 sec): 3 clusters
  Score: Raw -527137.592648 + Penalty 2839.567774 = -524298.024874
  nChanged 28
		SP:Iteration 33Q (103434.580000 sec): 3 clusters
  Score: Raw -527145.098868 + Penalty 2839.567774 = -524305.531095
  nChanged 24
		SP:Iteration 34Q (103434.740000 sec): 3 clusters
  Score: Raw -527150.381415 + Penalty 2839.567774 = -524310.813641
  nChanged 22
		SP:Iteration 35Q (103434.910000 sec): 3 clusters
  Score: Raw -527155.144963 + Penalty 2839.567774 = -524315.577190
  nChanged 17
		SP:Iteration 36Q (103435.110000 sec): 3 clusters
  Score: Raw -527159.749103 + Penalty 2839.567774 = -524320.181329
  nChanged 17
		SP:Iteration 37Q (103435.280000 sec): 3 clusters
  Score: Raw -527163.559553 + Penalty 2839.567774 = -524323.991779
  nChanged 17
		SP:Iteration 38Q (103435.450000 sec): 3 clusters
  Score: Raw -527166.077115 + Penalty 2839.567774 = -524326.509341
  nChanged 12
		SP:Iteration 39Q (103435.610000 sec): 3 clusters
  Score: Raw -527168.067896 + Penalty 2839.567774 = -524328.500122
  nChanged 12
		SP:Iteration 40F (103435.770000 sec): 3 clusters
  Score: Raw -527170.068333 + Penalty 2839.567774 = -524330.500559
  nChanged 12
		SP:Iteration 41Q (103435.940000 sec): 3 clusters
  Score: Raw -527171.676128 + Penalty 2839.567774 = -524332.108354
  nChanged 10
		SP:Iteration 42Q (103436.150000 sec): 3 clusters
  Score: Raw -527173.504649 + Penalty 2839.567774 = -524333.936875
  nChanged 10
		SP:Iteration 43Q (103436.310000 sec): 3 clusters
  Score: Raw -527175.448742 + Penalty 2839.567774 = -524335.880968
  nChanged 6
		SP:Iteration 44Q (103436.520000 sec): 3 clusters
  Score: Raw -527176.342073 + Penalty 2839.567774 = -524336.774299
  nChanged 6
		SP:Iteration 45Q (103436.690000 sec): 3 clusters
  Score: Raw -527177.863832 + Penalty 2839.567774 = -524338.296058
  nChanged 7
		SP:Iteration 46Q (103436.850000 sec): 3 clusters
  Score: Raw -527179.006245 + Penalty 2839.567774 = -524339.438471
  nChanged 9
		SP:Iteration 47Q (103437.010000 sec): 3 clusters
  Score: Raw -527181.259335 + Penalty 2839.567774 = -524341.691562
  nChanged 10
		SP:Iteration 48Q (103437.180000 sec): 3 clusters
  Score: Raw -527183.326122 + Penalty 2839.567774 = -524343.758348
  nChanged 10
		SP:Iteration 49Q (103437.390000 sec): 3 clusters
  Score: Raw -527185.090500 + Penalty 2839.567774 = -524345.522726
  nChanged 10
		SP:Iteration 50Q (103437.550000 sec): 3 clusters
  Score: Raw -527186.510193 + Penalty 2839.567774 = -524346.942419
  nChanged 9
		SP:Iteration 51Q (103437.720000 sec): 3 clusters
  Score: Raw -527188.797311 + Penalty 2839.567774 = -524349.229537
  nChanged 10
		SP:Iteration 52Q (103437.880000 sec): 3 clusters
  Score: Raw -527190.682775 + Penalty 2839.567774 = -524351.115001
  nChanged 11
		SP:Iteration 53Q (103438.050000 sec): 3 clusters
  Score: Raw -527192.364992 + Penalty 2839.567774 = -524352.797218
  nChanged 11
		SP:Iteration 54Q (103438.210000 sec): 3 clusters
  Score: Raw -527194.617211 + Penalty 2839.567774 = -524355.049437
  nChanged 9
		SP:Iteration 55Q (103438.370000 sec): 3 clusters
  Score: Raw -527196.249794 + Penalty 2839.567774 = -524356.682020
  nChanged 10
		SP:Iteration 56Q (103438.590000 sec): 3 clusters
  Score: Raw -527197.862967 + Penalty 2839.567774 = -524358.295193
  nChanged 4
		SP:Iteration 57Q (103438.730000 sec): 3 clusters
  Score: Raw -527198.292835 + Penalty 2839.567774 = -524358.725061
  nChanged 2
		SP:Iteration 58Q (103438.940000 sec): 3 clusters
  Score: Raw -527198.511793 + Penalty 2839.567774 = -524358.944019
  nChanged 4
		SP:Iteration 59Q (103439.150000 sec): 3 clusters
  Score: Raw -527199.313290 + Penalty 2839.567774 = -524359.745516
  nChanged 5
		SP:Iteration 60F (103439.310000 sec): 3 clusters
  Score: Raw -527200.080497 + Penalty 2839.567774 = -524360.512723
  nChanged 7
		SP:Iteration 61Q (103439.480000 sec): 3 clusters
  Score: Raw -527200.997326 + Penalty 2839.567774 = -524361.429552
  nChanged 8
		SP:Iteration 62Q (103439.650000 sec): 3 clusters
  Score: Raw -527202.206873 + Penalty 2839.567774 = -524362.639100
  nChanged 6
		SP:Iteration 63Q (103439.810000 sec): 3 clusters
  Score: Raw -527204.745746 + Penalty 2839.567774 = -524365.177972
  nChanged 9
		SP:Iteration 64Q (103439.980000 sec): 3 clusters
  Score: Raw -527207.799235 + Penalty 2839.567774 = -524368.231461
  nChanged 12
		SP:Iteration 65Q (103440.140000 sec): 3 clusters
  Score: Raw -527210.581577 + Penalty 2839.567774 = -524371.013803
  nChanged 13
		SP:Iteration 66Q (103440.310000 sec): 3 clusters
  Score: Raw -527212.753992 + Penalty 2839.567774 = -524373.186218
  nChanged 9
		SP:Iteration 67Q (103440.470000 sec): 3 clusters
  Score: Raw -527214.233253 + Penalty 2839.567774 = -524374.665480
  nChanged 13
		SP:Iteration 68Q (103440.680000 sec): 3 clusters
  Score: Raw -527217.036267 + Penalty 2839.567774 = -524377.468493
  nChanged 18
		SP:Iteration 69Q (103440.890000 sec): 3 clusters
  Score: Raw -527220.809732 + Penalty 2839.567774 = -524381.241958
  nChanged 17
		SP:Iteration 70Q (103441.090000 sec): 3 clusters
  Score: Raw -527223.619628 + Penalty 2839.567774 = -524384.051854
  nChanged 11
		SP:Iteration 71Q (103441.300000 sec): 3 clusters
  Score: Raw -527225.653281 + Penalty 2839.567774 = -524386.085507
  nChanged 14
		SP:Iteration 72Q (103441.510000 sec): 3 clusters
  Score: Raw -527228.077738 + Penalty 2839.567774 = -524388.509964
  nChanged 12
		SP:Iteration 73Q (103441.670000 sec): 3 clusters
  Score: Raw -527231.241998 + Penalty 2839.567774 = -524391.674225
  nChanged 13
		SP:Iteration 74Q (103441.880000 sec): 3 clusters
  Score: Raw -527234.736775 + Penalty 2839.567774 = -524395.169001
  nChanged 9
		SP:Iteration 75Q (103442.050000 sec): 3 clusters
  Score: Raw -527236.201688 + Penalty 2839.567774 = -524396.633914
  nChanged 6
		SP:Iteration 76Q (103442.250000 sec): 3 clusters
  Score: Raw -527237.185592 + Penalty 2839.567774 = -524397.617818
  nChanged 5
		SP:Iteration 77Q (103442.420000 sec): 3 clusters
  Score: Raw -527237.971157 + Penalty 2839.567774 = -524398.403383
  nChanged 6
		SP:Iteration 78Q (103442.620000 sec): 3 clusters
  Score: Raw -527239.513679 + Penalty 2839.567774 = -524399.945905
  nChanged 3
		SP:Iteration 79Q (103442.790000 sec): 3 clusters
  Score: Raw -527239.982400 + Penalty 2839.567774 = -524400.414626
  nChanged 2
		SP:Iteration 80F (103442.950000 sec): 3 clusters
  Score: Raw -527240.383852 + Penalty 2839.567774 = -524400.816078
  nChanged 5
		SP:Iteration 81Q (103443.120000 sec): 3 clusters
  Score: Raw -527241.152451 + Penalty 2839.567774 = -524401.584678
  nChanged 6
		SP:Iteration 82Q (103443.280000 sec): 3 clusters
  Score: Raw -527241.850031 + Penalty 2839.567774 = -524402.282257
  nChanged 5
		SP:Iteration 83Q (103443.450000 sec): 3 clusters
  Score: Raw -527242.760656 + Penalty 2839.567774 = -524403.192882
  nChanged 4
		SP:Iteration 84Q (103443.610000 sec): 3 clusters
  Score: Raw -527243.309387 + Penalty 2839.567774 = -524403.741613
  nChanged 4
		SP:Iteration 85Q (103443.780000 sec): 3 clusters
  Score: Raw -527243.635904 + Penalty 2839.567774 = -524404.068130
  nChanged 2
		SP:Iteration 86Q (103443.940000 sec): 3 clusters
  Score: Raw -527243.810824 + Penalty 2839.567774 = -524404.243050
  nChanged 3
		SP:Iteration 87Q (103444.110000 sec): 3 clusters
  Score: Raw -527244.178198 + Penalty 2839.567774 = -524404.610424
  nChanged 0
		SP:Iteration 88F (103444.270000 sec): 3 clusters
  Score: Raw -527244.178198 + Penalty 2839.567774 = -524404.610424
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 101 (3093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103444.370000 sec): 2 clusters
  Score: Raw -233799.158654 + Penalty 1305.995726 = -232493.162928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103444.540000 sec): 3 clusters
  Score: Raw -232358.214886 + Penalty 2611.991451 = -229746.223435
  nChanged 1176
		SP:Iteration 1F (103444.720000 sec): 3 clusters
  Score: Raw -233249.882163 + Penalty 2611.991451 = -230637.890712
  nChanged 282
		SP:Iteration 2F (103444.890000 sec): 3 clusters
  Score: Raw -233515.632692 + Penalty 2611.991451 = -230903.641241
  nChanged 217
		SP:Iteration 3F (103445.070000 sec): 3 clusters
  Score: Raw -233712.697722 + Penalty 2611.991451 = -231100.706271
  nChanged 157
		SP:Iteration 4F (103445.250000 sec): 3 clusters
  Score: Raw -233849.896163 + Penalty 2611.991451 = -231237.904711
  nChanged 115
		SP:Iteration 5Q (103445.420000 sec): 3 clusters
  Score: Raw -233938.327075 + Penalty 2611.991451 = -231326.335624
  nChanged 87
		SP:Iteration 6Q (103445.590000 sec): 3 clusters
  Score: Raw -234003.323240 + Penalty 2611.991451 = -231391.331789
  nChanged 77
		SP:Iteration 7Q (103445.770000 sec): 3 clusters
  Score: Raw -234052.111483 + Penalty 2611.991451 = -231440.120032
  nChanged 56
		SP:Iteration 8Q (103445.950000 sec): 3 clusters
  Score: Raw -234086.343761 + Penalty 2611.991451 = -231474.352310
  nChanged 46
		SP:Iteration 9Q (103446.120000 sec): 3 clusters
  Score: Raw -234110.285933 + Penalty 2611.991451 = -231498.294482
  nChanged 38
		SP:Iteration 10Q (103446.300000 sec): 3 clusters
  Score: Raw -234130.408940 + Penalty 2611.991451 = -231518.417489
  nChanged 34
		SP:Iteration 11Q (103446.470000 sec): 3 clusters
  Score: Raw -234145.717520 + Penalty 2611.991451 = -231533.726069
  nChanged 30
		SP:Iteration 12Q (103446.650000 sec): 3 clusters
  Score: Raw -234164.339458 + Penalty 2611.991451 = -231552.348007
  nChanged 28
		SP:Iteration 13Q (103446.830000 sec): 3 clusters
  Score: Raw -234178.398365 + Penalty 2611.991451 = -231566.406913
  nChanged 21
		SP:Iteration 14Q (103447.000000 sec): 3 clusters
  Score: Raw -234188.462611 + Penalty 2611.991451 = -231576.471160
  nChanged 15
		SP:Iteration 15Q (103447.180000 sec): 3 clusters
  Score: Raw -234194.873755 + Penalty 2611.991451 = -231582.882304
  nChanged 16
		SP:Iteration 16Q (103447.350000 sec): 3 clusters
  Score: Raw -234202.909367 + Penalty 2611.991451 = -231590.917916
  nChanged 19
		SP:Iteration 17Q (103447.530000 sec): 3 clusters
  Score: Raw -234212.256665 + Penalty 2611.991451 = -231600.265214
  nChanged 23
		SP:Iteration 18Q (103447.710000 sec): 3 clusters
  Score: Raw -234225.246002 + Penalty 2611.991451 = -231613.254551
  nChanged 29
		SP:Iteration 19Q (103447.880000 sec): 3 clusters
  Score: Raw -234240.569613 + Penalty 2611.991451 = -231628.578162
  nChanged 22
		SP:Iteration 20F (103448.060000 sec): 3 clusters
  Score: Raw -234249.676506 + Penalty 2611.991451 = -231637.685055
  nChanged 27
		SP:Iteration 21Q (103448.230000 sec): 3 clusters
  Score: Raw -234262.192628 + Penalty 2611.991451 = -231650.201177
  nChanged 17
		SP:Iteration 22Q (103448.410000 sec): 3 clusters
  Score: Raw -234270.517363 + Penalty 2611.991451 = -231658.525912
  nChanged 13
		SP:Iteration 23Q (103448.590000 sec): 3 clusters
  Score: Raw -234276.672495 + Penalty 2611.991451 = -231664.681044
  nChanged 9
		SP:Iteration 24Q (103448.760000 sec): 3 clusters
  Score: Raw -234281.659504 + Penalty 2611.991451 = -231669.668053
  nChanged 14
		SP:Iteration 25Q (103448.940000 sec): 3 clusters
  Score: Raw -234289.576088 + Penalty 2611.991451 = -231677.584637
  nChanged 10
		SP:Iteration 26Q (103449.110000 sec): 3 clusters
  Score: Raw -234293.037223 + Penalty 2611.991451 = -231681.045772
  nChanged 7
		SP:Iteration 27Q (103449.290000 sec): 3 clusters
  Score: Raw -234295.419445 + Penalty 2611.991451 = -231683.427994
  nChanged 5
		SP:Iteration 28Q (103449.470000 sec): 3 clusters
  Score: Raw -234297.709527 + Penalty 2611.991451 = -231685.718076
  nChanged 4
		SP:Iteration 29Q (103449.640000 sec): 3 clusters
  Score: Raw -234299.811537 + Penalty 2611.991451 = -231687.820086
  nChanged 5
		SP:Iteration 30Q (103449.820000 sec): 3 clusters
  Score: Raw -234301.668426 + Penalty 2611.991451 = -231689.676975
  nChanged 3
		SP:Iteration 31Q (103449.990000 sec): 3 clusters
  Score: Raw -234302.663775 + Penalty 2611.991451 = -231690.672324
  nChanged 5
		SP:Iteration 32Q (103450.170000 sec): 3 clusters
  Score: Raw -234303.962155 + Penalty 2611.991451 = -231691.970704
  nChanged 3
		SP:Iteration 33Q (103450.340000 sec): 3 clusters
  Score: Raw -234304.303075 + Penalty 2611.991451 = -231692.311624
  nChanged 1
		SP:Iteration 34Q (103450.520000 sec): 3 clusters
  Score: Raw -234304.754036 + Penalty 2611.991451 = -231692.762585
  nChanged 4
		SP:Iteration 35Q (103450.690000 sec): 3 clusters
  Score: Raw -234306.591223 + Penalty 2611.991451 = -231694.599772
  nChanged 6
		SP:Iteration 36Q (103450.870000 sec): 3 clusters
  Score: Raw -234308.786071 + Penalty 2611.991451 = -231696.794619
  nChanged 9
		SP:Iteration 37Q (103451.050000 sec): 3 clusters
  Score: Raw -234312.417001 + Penalty 2611.991451 = -231700.425550
  nChanged 10
		SP:Iteration 38Q (103451.220000 sec): 3 clusters
  Score: Raw -234317.242451 + Penalty 2611.991451 = -231705.251000
  nChanged 7
		SP:Iteration 39Q (103451.400000 sec): 3 clusters
  Score: Raw -234319.217015 + Penalty 2611.991451 = -231707.225564
  nChanged 1
		SP:Iteration 40F (103451.570000 sec): 3 clusters
  Score: Raw -234319.538589 + Penalty 2611.991451 = -231707.547138
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 102 (2166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103451.650000 sec): 2 clusters
  Score: Raw -169312.068111 + Penalty 1248.103582 = -168063.964529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103451.830000 sec): 3 clusters
  Score: Raw -168386.949718 + Penalty 2496.207164 = -165890.742554
  nChanged 773
		SP:Iteration 1F (103452.000000 sec): 3 clusters
  Score: Raw -168918.729427 + Penalty 2496.207164 = -166422.522263
  nChanged 217
		SP:Iteration 2F (103452.180000 sec): 3 clusters
  Score: Raw -169146.430302 + Penalty 2496.207164 = -166650.223138
  nChanged 156
		SP:Iteration 3F (103452.350000 sec): 3 clusters
  Score: Raw -169303.133138 + Penalty 2496.207164 = -166806.925974
  nChanged 131
		SP:Iteration 4F (103452.530000 sec): 3 clusters
  Score: Raw -169445.977172 + Penalty 2496.207164 = -166949.770008
  nChanged 83
		SP:Iteration 5Q (103452.710000 sec): 3 clusters
  Score: Raw -169520.215776 + Penalty 2496.207164 = -167024.008612
  nChanged 59
		SP:Iteration 6Q (103452.880000 sec): 3 clusters
  Score: Raw -169554.035492 + Penalty 2496.207164 = -167057.828328
  nChanged 36
		SP:Iteration 7Q (103453.060000 sec): 3 clusters
  Score: Raw -169585.576207 + Penalty 2496.207164 = -167089.369043
  nChanged 37
		SP:Iteration 8Q (103453.230000 sec): 3 clusters
  Score: Raw -169615.935338 + Penalty 2496.207164 = -167119.728174
  nChanged 45
		SP:Iteration 9Q (103453.410000 sec): 3 clusters
  Score: Raw -169643.287632 + Penalty 2496.207164 = -167147.080468
  nChanged 32
		SP:Iteration 10Q (103453.590000 sec): 3 clusters
  Score: Raw -169665.156770 + Penalty 2496.207164 = -167168.949606
  nChanged 27
		SP:Iteration 11Q (103453.760000 sec): 3 clusters
  Score: Raw -169690.894803 + Penalty 2496.207164 = -167194.687639
  nChanged 27
		SP:Iteration 12Q (103453.940000 sec): 3 clusters
  Score: Raw -169710.465388 + Penalty 2496.207164 = -167214.258224
  nChanged 21
		SP:Iteration 13Q (103454.110000 sec): 3 clusters
  Score: Raw -169720.144870 + Penalty 2496.207164 = -167223.937706
  nChanged 17
		SP:Iteration 14Q (103454.290000 sec): 3 clusters
  Score: Raw -169729.525162 + Penalty 2496.207164 = -167233.317999
  nChanged 14
		SP:Iteration 15Q (103454.470000 sec): 3 clusters
  Score: Raw -169735.900819 + Penalty 2496.207164 = -167239.693655
  nChanged 12
		SP:Iteration 16Q (103454.640000 sec): 3 clusters
  Score: Raw -169743.761017 + Penalty 2496.207164 = -167247.553853
  nChanged 11
		SP:Iteration 17Q (103454.810000 sec): 3 clusters
  Score: Raw -169748.734602 + Penalty 2496.207164 = -167252.527438
  nChanged 9
		SP:Iteration 18Q (103454.990000 sec): 3 clusters
  Score: Raw -169752.647365 + Penalty 2496.207164 = -167256.440201
  nChanged 10
		SP:Iteration 19Q (103455.170000 sec): 3 clusters
  Score: Raw -169757.568650 + Penalty 2496.207164 = -167261.361486
  nChanged 7
		SP:Iteration 20F (103455.340000 sec): 3 clusters
  Score: Raw -169762.617918 + Penalty 2496.207164 = -167266.410755
  nChanged 7
		SP:Iteration 21Q (103455.520000 sec): 3 clusters
  Score: Raw -169765.430858 + Penalty 2496.207164 = -167269.223694
  nChanged 7
		SP:Iteration 22Q (103455.690000 sec): 3 clusters
  Score: Raw -169769.233597 + Penalty 2496.207164 = -167273.026433
  nChanged 8
		SP:Iteration 23Q (103455.870000 sec): 3 clusters
  Score: Raw -169773.161533 + Penalty 2496.207164 = -167276.954369
  nChanged 5
		SP:Iteration 24Q (103456.050000 sec): 3 clusters
  Score: Raw -169776.840550 + Penalty 2496.207164 = -167280.633386
  nChanged 7
		SP:Iteration 25Q (103456.220000 sec): 3 clusters
  Score: Raw -169780.077765 + Penalty 2496.207164 = -167283.870601
  nChanged 7
		SP:Iteration 26Q (103456.400000 sec): 3 clusters
  Score: Raw -169783.062228 + Penalty 2496.207164 = -167286.855064
  nChanged 3
		SP:Iteration 27Q (103456.570000 sec): 3 clusters
  Score: Raw -169784.504520 + Penalty 2496.207164 = -167288.297357
  nChanged 2
		SP:Iteration 28Q (103456.750000 sec): 3 clusters
  Score: Raw -169785.605739 + Penalty 2496.207164 = -167289.398575
  nChanged 2
		SP:Iteration 29Q (103456.920000 sec): 3 clusters
  Score: Raw -169787.008342 + Penalty 2496.207164 = -167290.801178
  nChanged 5
		SP:Iteration 30Q (103457.100000 sec): 3 clusters
  Score: Raw -169789.208697 + Penalty 2496.207164 = -167293.001533
  nChanged 5
		SP:Iteration 31Q (103457.270000 sec): 3 clusters
  Score: Raw -169791.819048 + Penalty 2496.207164 = -167295.611884
  nChanged 4
		SP:Iteration 32Q (103457.450000 sec): 3 clusters
  Score: Raw -169792.930431 + Penalty 2496.207164 = -167296.723267
  nChanged 2
		SP:Iteration 33Q (103457.630000 sec): 3 clusters
  Score: Raw -169794.977998 + Penalty 2496.207164 = -167298.770834
  nChanged 6
		SP:Iteration 34Q (103457.800000 sec): 3 clusters
  Score: Raw -169798.561315 + Penalty 2496.207164 = -167302.354151
  nChanged 5
		SP:Iteration 35Q (103457.980000 sec): 3 clusters
  Score: Raw -169800.388301 + Penalty 2496.207164 = -167304.181137
  nChanged 4
		SP:Iteration 36Q (103458.150000 sec): 3 clusters
  Score: Raw -169802.403291 + Penalty 2496.207164 = -167306.196127
  nChanged 4
		SP:Iteration 37Q (103458.330000 sec): 3 clusters
  Score: Raw -169804.055302 + Penalty 2496.207164 = -167307.848138
  nChanged 4
		SP:Iteration 38Q (103458.510000 sec): 3 clusters
  Score: Raw -169805.493592 + Penalty 2496.207164 = -167309.286429
  nChanged 3
		SP:Iteration 39Q (103458.680000 sec): 3 clusters
  Score: Raw -169807.605448 + Penalty 2496.207164 = -167311.398284
  nChanged 6
		SP:Iteration 40F (103458.860000 sec): 3 clusters
  Score: Raw -169810.053379 + Penalty 2496.207164 = -167313.846215
  nChanged 6
		SP:Iteration 41Q (103459.080000 sec): 3 clusters
  Score: Raw -169812.827635 + Penalty 2496.207164 = -167316.620471
  nChanged 5
		SP:Iteration 42Q (103459.240000 sec): 3 clusters
  Score: Raw -169815.247297 + Penalty 2496.207164 = -167319.040133
  nChanged 4
		SP:Iteration 43Q (103459.400000 sec): 3 clusters
  Score: Raw -169816.422112 + Penalty 2496.207164 = -167320.214948
  nChanged 1
		SP:Iteration 44Q (103459.560000 sec): 3 clusters
  Score: Raw -169816.574376 + Penalty 2496.207164 = -167320.367212
  nChanged 1
		SP:Iteration 45Q (103459.720000 sec): 3 clusters
  Score: Raw -169816.743561 + Penalty 2496.207164 = -167320.536397
  nChanged 0
		SP:Iteration 46F (103459.840000 sec): 3 clusters
  Score: Raw -169816.743561 + Penalty 2496.207164 = -167320.536397
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 103 (4356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103459.970000 sec): 2 clusters
  Score: Raw -361921.436670 + Penalty 1361.637791 = -360559.798879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103460.060000 sec): 3 clusters
  Score: Raw -359715.488470 + Penalty 2723.275582 = -356992.212888
  nChanged 1759
		SP:Iteration 1F (103460.150000 sec): 3 clusters
  Score: Raw -360827.139236 + Penalty 2723.275582 = -358103.863653
  nChanged 414
		SP:Iteration 2F (103460.240000 sec): 3 clusters
  Score: Raw -361157.645451 + Penalty 2723.275582 = -358434.369869
  nChanged 361
		SP:Iteration 3F (103460.320000 sec): 3 clusters
  Score: Raw -361456.899328 + Penalty 2723.275582 = -358733.623746
  nChanged 292
		SP:Iteration 4F (103460.480000 sec): 3 clusters
  Score: Raw -361682.079333 + Penalty 2723.275582 = -358958.803751
  nChanged 238
		SP:Iteration 5F (103460.570000 sec): 3 clusters
  Score: Raw -361861.558848 + Penalty 2723.275582 = -359138.283266
  nChanged 194
		SP:Iteration 6Q (103460.660000 sec): 3 clusters
  Score: Raw -361994.105645 + Penalty 2723.275582 = -359270.830063
  nChanged 146
		SP:Iteration 7Q (103460.740000 sec): 3 clusters
  Score: Raw -362077.521064 + Penalty 2723.275582 = -359354.245482
  nChanged 109
		SP:Iteration 8Q (103460.830000 sec): 3 clusters
  Score: Raw -362137.820655 + Penalty 2723.275582 = -359414.545073
  nChanged 101
		SP:Iteration 9Q (103460.920000 sec): 3 clusters
  Score: Raw -362193.072127 + Penalty 2723.275582 = -359469.796544
  nChanged 87
		SP:Iteration 10Q (103461.000000 sec): 3 clusters
  Score: Raw -362235.425838 + Penalty 2723.275582 = -359512.150256
  nChanged 80
		SP:Iteration 11Q (103461.080000 sec): 3 clusters
  Score: Raw -362263.727517 + Penalty 2723.275582 = -359540.451935
  nChanged 49
		SP:Iteration 12Q (103461.170000 sec): 3 clusters
  Score: Raw -362284.620649 + Penalty 2723.275582 = -359561.345067
  nChanged 37
		SP:Iteration 13Q (103461.260000 sec): 3 clusters
  Score: Raw -362299.205462 + Penalty 2723.275582 = -359575.929880
  nChanged 29
		SP:Iteration 14Q (103461.340000 sec): 3 clusters
  Score: Raw -362309.550219 + Penalty 2723.275582 = -359586.274636
  nChanged 31
		SP:Iteration 15Q (103461.420000 sec): 3 clusters
  Score: Raw -362318.364132 + Penalty 2723.275582 = -359595.088550
  nChanged 19
		SP:Iteration 16Q (103461.510000 sec): 3 clusters
  Score: Raw -362323.919098 + Penalty 2723.275582 = -359600.643515
  nChanged 15
		SP:Iteration 17Q (103461.600000 sec): 3 clusters
  Score: Raw -362328.018294 + Penalty 2723.275582 = -359604.742712
  nChanged 14
		SP:Iteration 18Q (103461.680000 sec): 3 clusters
  Score: Raw -362332.991723 + Penalty 2723.275582 = -359609.716140
  nChanged 16
		SP:Iteration 19Q (103461.770000 sec): 3 clusters
  Score: Raw -362337.912250 + Penalty 2723.275582 = -359614.636668
  nChanged 8
		SP:Iteration 20F (103461.940000 sec): 3 clusters
  Score: Raw -362339.423017 + Penalty 2723.275582 = -359616.147434
  nChanged 4
		SP:Iteration 21Q (103462.120000 sec): 3 clusters
  Score: Raw -362340.117168 + Penalty 2723.275582 = -359616.841586
  nChanged 2
		SP:Iteration 22Q (103462.290000 sec): 3 clusters
  Score: Raw -362340.477105 + Penalty 2723.275582 = -359617.201523
  nChanged 3
		SP:Iteration 23Q (103462.470000 sec): 3 clusters
  Score: Raw -362341.122344 + Penalty 2723.275582 = -359617.846762
  nChanged 3
		SP:Iteration 24Q (103462.640000 sec): 3 clusters
  Score: Raw -362342.199370 + Penalty 2723.275582 = -359618.923788
  nChanged 2
		SP:Iteration 25Q (103462.820000 sec): 3 clusters
  Score: Raw -362343.100327 + Penalty 2723.275582 = -359619.824745
  nChanged 4
		SP:Iteration 26Q (103463.000000 sec): 3 clusters
  Score: Raw -362343.687501 + Penalty 2723.275582 = -359620.411919
  nChanged 4
		SP:Iteration 27Q (103463.170000 sec): 3 clusters
  Score: Raw -362344.685862 + Penalty 2723.275582 = -359621.410279
  nChanged 5
		SP:Iteration 28Q (103463.350000 sec): 3 clusters
  Score: Raw -362345.723854 + Penalty 2723.275582 = -359622.448271
  nChanged 3
		SP:Iteration 29Q (103463.520000 sec): 3 clusters
  Score: Raw -362346.524143 + Penalty 2723.275582 = -359623.248561
  nChanged 4
		SP:Iteration 30Q (103463.700000 sec): 3 clusters
  Score: Raw -362347.428292 + Penalty 2723.275582 = -359624.152710
  nChanged 7
		SP:Iteration 31Q (103463.920000 sec): 3 clusters
  Score: Raw -362349.303988 + Penalty 2723.275582 = -359626.028406
  nChanged 12
		SP:Iteration 32Q (103464.060000 sec): 3 clusters
  Score: Raw -362351.843029 + Penalty 2723.275582 = -359628.567447
  nChanged 8
		SP:Iteration 33Q (103464.290000 sec): 3 clusters
  Score: Raw -362353.012776 + Penalty 2723.275582 = -359629.737194
  nChanged 1
		SP:Iteration 34Q (103464.440000 sec): 3 clusters
  Score: Raw -362353.119022 + Penalty 2723.275582 = -359629.843440
  nChanged 2
		SP:Iteration 35Q (103464.540000 sec): 3 clusters
  Score: Raw -362353.340193 + Penalty 2723.275582 = -359630.064611
  nChanged 2
		SP:Iteration 36Q (103464.630000 sec): 3 clusters
  Score: Raw -362353.738885 + Penalty 2723.275582 = -359630.463303
  nChanged 2
		SP:Iteration 37Q (103464.710000 sec): 3 clusters
  Score: Raw -362354.124191 + Penalty 2723.275582 = -359630.848608
  nChanged 1
		SP:Iteration 38Q (103464.800000 sec): 3 clusters
  Score: Raw -362354.355301 + Penalty 2723.275582 = -359631.079719
  nChanged 1
		SP:Iteration 39Q (103464.890000 sec): 3 clusters
  Score: Raw -362354.823609 + Penalty 2723.275582 = -359631.548027
  nChanged 3
		SP:Iteration 40F (103464.970000 sec): 3 clusters
  Score: Raw -362355.411970 + Penalty 2723.275582 = -359632.136388
  nChanged 4
		SP:Iteration 41Q (103465.170000 sec): 3 clusters
  Score: Raw -362356.271019 + Penalty 2723.275582 = -359632.995436
  nChanged 3
		SP:Iteration 42Q (103465.340000 sec): 3 clusters
  Score: Raw -362356.763366 + Penalty 2723.275582 = -359633.487784
  nChanged 3
		SP:Iteration 43Q (103465.520000 sec): 3 clusters
  Score: Raw -362357.444458 + Penalty 2723.275582 = -359634.168875
  nChanged 1
		SP:Iteration 44Q (103465.690000 sec): 3 clusters
  Score: Raw -362357.732888 + Penalty 2723.275582 = -359634.457306
  nChanged 1
		SP:Iteration 45Q (103465.870000 sec): 3 clusters
  Score: Raw -362357.832404 + Penalty 2723.275582 = -359634.556822
  nChanged 1
		SP:Iteration 46Q (103466.080000 sec): 3 clusters
  Score: Raw -362357.879650 + Penalty 2723.275582 = -359634.604068
  nChanged 0
		SP:Iteration 47F (103466.230000 sec): 3 clusters
  Score: Raw -362357.879650 + Penalty 2723.275582 = -359634.604068
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 104 (2089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103466.300000 sec): 2 clusters
  Score: Raw -168957.336987 + Penalty 1242.221624 = -167715.115363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103466.480000 sec): 3 clusters
  Score: Raw -168031.377548 + Penalty 2484.443248 = -165546.934300
  nChanged 751
		SP:Iteration 1F (103466.650000 sec): 3 clusters
  Score: Raw -168584.876700 + Penalty 2484.443248 = -166100.433453
  nChanged 193
		SP:Iteration 2F (103466.830000 sec): 3 clusters
  Score: Raw -168771.749076 + Penalty 2484.443248 = -166287.305828
  nChanged 138
		SP:Iteration 3F (103467.010000 sec): 3 clusters
  Score: Raw -168917.643905 + Penalty 2484.443248 = -166433.200657
  nChanged 109
		SP:Iteration 4F (103467.180000 sec): 3 clusters
  Score: Raw -169033.748763 + Penalty 2484.443248 = -166549.305515
  nChanged 90
		SP:Iteration 5Q (103467.360000 sec): 3 clusters
  Score: Raw -169124.284741 + Penalty 2484.443248 = -166639.841493
  nChanged 79
		SP:Iteration 6Q (103467.530000 sec): 3 clusters
  Score: Raw -169199.964587 + Penalty 2484.443248 = -166715.521339
  nChanged 64
		SP:Iteration 7Q (103467.710000 sec): 3 clusters
  Score: Raw -169265.665320 + Penalty 2484.443248 = -166781.222072
  nChanged 52
		SP:Iteration 8Q (103467.880000 sec): 3 clusters
  Score: Raw -169318.830481 + Penalty 2484.443248 = -166834.387233
  nChanged 43
		SP:Iteration 9Q (103468.060000 sec): 3 clusters
  Score: Raw -169355.012587 + Penalty 2484.443248 = -166870.569340
  nChanged 26
		SP:Iteration 10Q (103468.230000 sec): 3 clusters
  Score: Raw -169370.188379 + Penalty 2484.443248 = -166885.745132
  nChanged 16
		SP:Iteration 11Q (103468.410000 sec): 3 clusters
  Score: Raw -169378.923518 + Penalty 2484.443248 = -166894.480270
  nChanged 7
		SP:Iteration 12Q (103468.590000 sec): 3 clusters
  Score: Raw -169382.340977 + Penalty 2484.443248 = -166897.897729
  nChanged 4
		SP:Iteration 13Q (103468.760000 sec): 3 clusters
  Score: Raw -169384.125057 + Penalty 2484.443248 = -166899.681810
  nChanged 3
		SP:Iteration 14Q (103468.940000 sec): 3 clusters
  Score: Raw -169386.246701 + Penalty 2484.443248 = -166901.803453
  nChanged 4
		SP:Iteration 15Q (103469.110000 sec): 3 clusters
  Score: Raw -169388.224740 + Penalty 2484.443248 = -166903.781492
  nChanged 2
		SP:Iteration 16Q (103469.290000 sec): 3 clusters
  Score: Raw -169390.265596 + Penalty 2484.443248 = -166905.822348
  nChanged 1
		SP:Iteration 17Q (103469.470000 sec): 3 clusters
  Score: Raw -169390.997612 + Penalty 2484.443248 = -166906.554364
  nChanged 0
		SP:Iteration 18F (103469.640000 sec): 3 clusters
  Score: Raw -169390.997612 + Penalty 2484.443248 = -166906.554364
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 105 (2235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103469.720000 sec): 2 clusters
  Score: Raw -189561.292462 + Penalty 1253.199432 = -188308.093030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103469.900000 sec): 3 clusters
  Score: Raw -188574.302225 + Penalty 2506.398865 = -186067.903361
  nChanged 809
		SP:Iteration 1F (103470.070000 sec): 3 clusters
  Score: Raw -189109.335344 + Penalty 2506.398865 = -186602.936480
  nChanged 210
		SP:Iteration 2F (103470.250000 sec): 3 clusters
  Score: Raw -189292.677733 + Penalty 2506.398865 = -186786.278868
  nChanged 142
		SP:Iteration 3F (103470.430000 sec): 3 clusters
  Score: Raw -189402.175921 + Penalty 2506.398865 = -186895.777056
  nChanged 104
		SP:Iteration 4Q (103470.600000 sec): 3 clusters
  Score: Raw -189473.787682 + Penalty 2506.398865 = -186967.388817
  nChanged 58
		SP:Iteration 5Q (103470.780000 sec): 3 clusters
  Score: Raw -189512.356712 + Penalty 2506.398865 = -187005.957847
  nChanged 50
		SP:Iteration 6Q (103470.950000 sec): 3 clusters
  Score: Raw -189537.085812 + Penalty 2506.398865 = -187030.686947
  nChanged 40
		SP:Iteration 7Q (103471.130000 sec): 3 clusters
  Score: Raw -189567.240782 + Penalty 2506.398865 = -187060.841917
  nChanged 47
		SP:Iteration 8Q (103471.310000 sec): 3 clusters
  Score: Raw -189594.249201 + Penalty 2506.398865 = -187087.850336
  nChanged 35
		SP:Iteration 9Q (103471.480000 sec): 3 clusters
  Score: Raw -189616.610862 + Penalty 2506.398865 = -187110.211997
  nChanged 41
		SP:Iteration 10Q (103471.660000 sec): 3 clusters
  Score: Raw -189637.533275 + Penalty 2506.398865 = -187131.134410
  nChanged 23
		SP:Iteration 11Q (103471.830000 sec): 3 clusters
  Score: Raw -189651.331517 + Penalty 2506.398865 = -187144.932652
  nChanged 21
		SP:Iteration 12Q (103472.010000 sec): 3 clusters
  Score: Raw -189662.279017 + Penalty 2506.398865 = -187155.880152
  nChanged 19
		SP:Iteration 13Q (103472.180000 sec): 3 clusters
  Score: Raw -189673.483701 + Penalty 2506.398865 = -187167.084836
  nChanged 16
		SP:Iteration 14Q (103472.360000 sec): 3 clusters
  Score: Raw -189683.387052 + Penalty 2506.398865 = -187176.988187
  nChanged 16
		SP:Iteration 15Q (103472.530000 sec): 3 clusters
  Score: Raw -189691.360804 + Penalty 2506.398865 = -187184.961940
  nChanged 11
		SP:Iteration 16Q (103472.710000 sec): 3 clusters
  Score: Raw -189697.562256 + Penalty 2506.398865 = -187191.163391
  nChanged 10
		SP:Iteration 17Q (103472.810000 sec): 3 clusters
  Score: Raw -189701.368494 + Penalty 2506.398865 = -187194.969629
  nChanged 5
		SP:Iteration 18Q (103472.860000 sec): 3 clusters
  Score: Raw -189703.816644 + Penalty 2506.398865 = -187197.417779
  nChanged 3
		SP:Iteration 19Q (103472.910000 sec): 3 clusters
  Score: Raw -189704.753963 + Penalty 2506.398865 = -187198.355098
  nChanged 2
		SP:Iteration 20F (103472.950000 sec): 3 clusters
  Score: Raw -189705.156499 + Penalty 2506.398865 = -187198.757635
  nChanged 1
		SP:Iteration 21Q (103472.990000 sec): 3 clusters
  Score: Raw -189705.454398 + Penalty 2506.398865 = -187199.055533
  nChanged 0
		SP:Iteration 22F (103473.040000 sec): 3 clusters
  Score: Raw -189705.454398 + Penalty 2506.398865 = -187199.055533
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 106 (8838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103473.150000 sec): 2 clusters
  Score: Raw -836253.397583 + Penalty 1476.607581 = -834776.790001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103473.380000 sec): 3 clusters
  Score: Raw -831377.306716 + Penalty 2953.215163 = -828424.091553
  nChanged 3736
		SP:Iteration 1F (103473.570000 sec): 3 clusters
  Score: Raw -833389.000465 + Penalty 2953.215163 = -830435.785302
  nChanged 590
		SP:Iteration 2F (103473.760000 sec): 3 clusters
  Score: Raw -833692.707477 + Penalty 2953.215163 = -830739.492314
  nChanged 489
		SP:Iteration 3F (103473.960000 sec): 3 clusters
  Score: Raw -833896.478537 + Penalty 2953.215163 = -830943.263374
  nChanged 399
		SP:Iteration 4Q (103474.140000 sec): 3 clusters
  Score: Raw -834050.393042 + Penalty 2953.215163 = -831097.177879
  nChanged 326
		SP:Iteration 5Q (103474.330000 sec): 3 clusters
  Score: Raw -834178.255015 + Penalty 2953.215163 = -831225.039852
  nChanged 301
		SP:Iteration 6Q (103474.570000 sec): 3 clusters
  Score: Raw -834302.243913 + Penalty 2953.215163 = -831349.028750
  nChanged 298
		SP:Iteration 7Q (103474.720000 sec): 3 clusters
  Score: Raw -834438.021884 + Penalty 2953.215163 = -831484.806721
  nChanged 297
		SP:Iteration 8Q (103474.910000 sec): 3 clusters
  Score: Raw -834578.657088 + Penalty 2953.215163 = -831625.441925
  nChanged 303
		SP:Iteration 9Q (103475.140000 sec): 3 clusters
  Score: Raw -834728.347014 + Penalty 2953.215163 = -831775.131851
  nChanged 295
		SP:Iteration 10Q (103475.330000 sec): 3 clusters
  Score: Raw -834870.149811 + Penalty 2953.215163 = -831916.934648
  nChanged 288
		SP:Iteration 11Q (103475.520000 sec): 3 clusters
  Score: Raw -835005.875506 + Penalty 2953.215163 = -832052.660343
  nChanged 285
		SP:Iteration 12Q (103475.720000 sec): 3 clusters
  Score: Raw -835153.907485 + Penalty 2953.215163 = -832200.692322
  nChanged 298
		SP:Iteration 13Q (103475.910000 sec): 3 clusters
  Score: Raw -835312.857930 + Penalty 2953.215163 = -832359.642767
  nChanged 281
		SP:Iteration 14Q (103476.100000 sec): 3 clusters
  Score: Raw -835462.047930 + Penalty 2953.215163 = -832508.832767
  nChanged 264
		SP:Iteration 15Q (103476.340000 sec): 3 clusters
  Score: Raw -835621.550576 + Penalty 2953.215163 = -832668.335413
  nChanged 266
		SP:Iteration 16Q (103476.530000 sec): 3 clusters
  Score: Raw -835789.289476 + Penalty 2953.215163 = -832836.074314
  nChanged 238
		SP:Iteration 17Q (103476.720000 sec): 3 clusters
  Score: Raw -835941.424457 + Penalty 2953.215163 = -832988.209294
  nChanged 189
		SP:Iteration 18Q (103476.920000 sec): 3 clusters
  Score: Raw -836067.928113 + Penalty 2953.215163 = -833114.712950
  nChanged 118
		SP:Iteration 19Q (103477.110000 sec): 3 clusters
  Score: Raw -836144.219777 + Penalty 2953.215163 = -833191.004614
  nChanged 95
		SP:Iteration 20F (103477.300000 sec): 3 clusters
  Score: Raw -836206.936037 + Penalty 2953.215163 = -833253.720874
  nChanged 77
		SP:Iteration 21Q (103477.480000 sec): 3 clusters
  Score: Raw -836264.539702 + Penalty 2953.215163 = -833311.324539
  nChanged 58
		SP:Iteration 22Q (103477.660000 sec): 3 clusters
  Score: Raw -836310.259984 + Penalty 2953.215163 = -833357.044821
  nChanged 46
		SP:Iteration 23Q (103477.840000 sec): 3 clusters
  Score: Raw -836355.910489 + Penalty 2953.215163 = -833402.695326
  nChanged 42
		SP:Iteration 24Q (103478.030000 sec): 3 clusters
  Score: Raw -836397.170921 + Penalty 2953.215163 = -833443.955758
  nChanged 42
		SP:Iteration 25Q (103478.220000 sec): 3 clusters
  Score: Raw -836427.130215 + Penalty 2953.215163 = -833473.915052
  nChanged 26
		SP:Iteration 26Q (103478.460000 sec): 3 clusters
  Score: Raw -836447.363905 + Penalty 2953.215163 = -833494.148742
  nChanged 17
		SP:Iteration 27Q (103478.660000 sec): 3 clusters
  Score: Raw -836459.263932 + Penalty 2953.215163 = -833506.048769
  nChanged 11
		SP:Iteration 28Q (103478.840000 sec): 3 clusters
  Score: Raw -836467.873880 + Penalty 2953.215163 = -833514.658717
  nChanged 9
		SP:Iteration 29Q (103479.040000 sec): 3 clusters
  Score: Raw -836472.764325 + Penalty 2953.215163 = -833519.549162
  nChanged 8
		SP:Iteration 30Q (103479.230000 sec): 3 clusters
  Score: Raw -836478.304461 + Penalty 2953.215163 = -833525.089299
  nChanged 4
		SP:Iteration 31Q (103479.420000 sec): 3 clusters
  Score: Raw -836481.331601 + Penalty 2953.215163 = -833528.116438
  nChanged 4
		SP:Iteration 32Q (103479.620000 sec): 3 clusters
  Score: Raw -836485.386634 + Penalty 2953.215163 = -833532.171471
  nChanged 7
		SP:Iteration 33Q (103479.810000 sec): 3 clusters
  Score: Raw -836488.725727 + Penalty 2953.215163 = -833535.510564
  nChanged 5
		SP:Iteration 34Q (103480.050000 sec): 3 clusters
  Score: Raw -836492.914461 + Penalty 2953.215163 = -833539.699298
  nChanged 7
		SP:Iteration 35Q (103480.240000 sec): 3 clusters
  Score: Raw -836497.726432 + Penalty 2953.215163 = -833544.511269
  nChanged 6
		SP:Iteration 36Q (103480.430000 sec): 3 clusters
  Score: Raw -836502.020141 + Penalty 2953.215163 = -833548.804978
  nChanged 5
		SP:Iteration 37Q (103480.620000 sec): 3 clusters
  Score: Raw -836505.923529 + Penalty 2953.215163 = -833552.708366
  nChanged 2
		SP:Iteration 38Q (103480.860000 sec): 3 clusters
  Score: Raw -836507.249619 + Penalty 2953.215163 = -833554.034456
  nChanged 0
		SP:Iteration 39F (103481.050000 sec): 3 clusters
  Score: Raw -836507.249619 + Penalty 2953.215163 = -833554.034456
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 107 (7155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103481.180000 sec): 2 clusters
  Score: Raw -643666.713717 + Penalty 1442.279587 = -642224.434129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103481.390000 sec): 3 clusters
  Score: Raw -639771.290262 + Penalty 2884.559175 = -636886.731087
  nChanged 3020
		SP:Iteration 1F (103481.590000 sec): 3 clusters
  Score: Raw -641524.144437 + Penalty 2884.559175 = -638639.585263
  nChanged 547
		SP:Iteration 2F (103481.800000 sec): 3 clusters
  Score: Raw -641849.666320 + Penalty 2884.559175 = -638965.107145
  nChanged 434
		SP:Iteration 3F (103482.000000 sec): 3 clusters
  Score: Raw -642073.226850 + Penalty 2884.559175 = -639188.667675
  nChanged 329
		SP:Iteration 4Q (103482.200000 sec): 3 clusters
  Score: Raw -642233.683050 + Penalty 2884.559175 = -639349.123875
  nChanged 296
		SP:Iteration 5Q (103482.400000 sec): 3 clusters
  Score: Raw -642394.560160 + Penalty 2884.559175 = -639510.000985
  nChanged 284
		SP:Iteration 6Q (103482.600000 sec): 3 clusters
  Score: Raw -642539.116121 + Penalty 2884.559175 = -639654.556946
  nChanged 249
		SP:Iteration 7Q (103482.800000 sec): 3 clusters
  Score: Raw -642686.869285 + Penalty 2884.559175 = -639802.310110
  nChanged 262
		SP:Iteration 8Q (103483.010000 sec): 3 clusters
  Score: Raw -642821.971452 + Penalty 2884.559175 = -639937.412277
  nChanged 246
		SP:Iteration 9Q (103483.200000 sec): 3 clusters
  Score: Raw -642943.458285 + Penalty 2884.559175 = -640058.899110
  nChanged 214
		SP:Iteration 10Q (103483.420000 sec): 3 clusters
  Score: Raw -643025.529348 + Penalty 2884.559175 = -640140.970173
  nChanged 179
		SP:Iteration 11Q (103483.670000 sec): 3 clusters
  Score: Raw -643089.374829 + Penalty 2884.559175 = -640204.815654
  nChanged 136
		SP:Iteration 12Q (103483.880000 sec): 3 clusters
  Score: Raw -643130.564195 + Penalty 2884.559175 = -640246.005020
  nChanged 112
		SP:Iteration 13Q (103484.080000 sec): 3 clusters
  Score: Raw -643167.184018 + Penalty 2884.559175 = -640282.624844
  nChanged 100
		SP:Iteration 14Q (103484.280000 sec): 3 clusters
  Score: Raw -643198.956696 + Penalty 2884.559175 = -640314.397522
  nChanged 89
		SP:Iteration 15Q (103484.480000 sec): 3 clusters
  Score: Raw -643225.127382 + Penalty 2884.559175 = -640340.568207
  nChanged 95
		SP:Iteration 16Q (103484.680000 sec): 3 clusters
  Score: Raw -643259.785913 + Penalty 2884.559175 = -640375.226738
  nChanged 103
		SP:Iteration 17Q (103484.880000 sec): 3 clusters
  Score: Raw -643290.034236 + Penalty 2884.559175 = -640405.475061
  nChanged 70
		SP:Iteration 18Q (103485.080000 sec): 3 clusters
  Score: Raw -643307.949736 + Penalty 2884.559175 = -640423.390561
  nChanged 65
		SP:Iteration 19Q (103485.290000 sec): 3 clusters
  Score: Raw -643324.739673 + Penalty 2884.559175 = -640440.180498
  nChanged 59
		SP:Iteration 20F (103485.490000 sec): 3 clusters
  Score: Raw -643341.114104 + Penalty 2884.559175 = -640456.554930
  nChanged 61
		SP:Iteration 21Q (103485.690000 sec): 3 clusters
  Score: Raw -643359.796142 + Penalty 2884.559175 = -640475.236968
  nChanged 67
		SP:Iteration 22Q (103485.890000 sec): 3 clusters
  Score: Raw -643377.702440 + Penalty 2884.559175 = -640493.143266
  nChanged 62
		SP:Iteration 23Q (103486.090000 sec): 3 clusters
  Score: Raw -643393.142002 + Penalty 2884.559175 = -640508.582827
  nChanged 53
		SP:Iteration 24Q (103486.280000 sec): 3 clusters
  Score: Raw -643407.310880 + Penalty 2884.559175 = -640522.751705
  nChanged 36
		SP:Iteration 25Q (103486.390000 sec): 3 clusters
  Score: Raw -643415.048382 + Penalty 2884.559175 = -640530.489207
  nChanged 31
		SP:Iteration 26Q (103486.620000 sec): 3 clusters
  Score: Raw -643421.386625 + Penalty 2884.559175 = -640536.827450
  nChanged 30
		SP:Iteration 27Q (103486.780000 sec): 3 clusters
  Score: Raw -643428.104360 + Penalty 2884.559175 = -640543.545185
  nChanged 33
		SP:Iteration 28Q (103486.970000 sec): 3 clusters
  Score: Raw -643435.293613 + Penalty 2884.559175 = -640550.734439
  nChanged 34
		SP:Iteration 29Q (103487.170000 sec): 3 clusters
  Score: Raw -643445.305249 + Penalty 2884.559175 = -640560.746074
  nChanged 42
		SP:Iteration 30Q (103487.370000 sec): 3 clusters
  Score: Raw -643457.716805 + Penalty 2884.559175 = -640573.157630
  nChanged 48
		SP:Iteration 31Q (103487.580000 sec): 3 clusters
  Score: Raw -643472.333935 + Penalty 2884.559175 = -640587.774760
  nChanged 47
		SP:Iteration 32Q (103487.780000 sec): 3 clusters
  Score: Raw -643487.007080 + Penalty 2884.559175 = -640602.447905
  nChanged 54
		SP:Iteration 33Q (103487.980000 sec): 3 clusters
  Score: Raw -643501.709846 + Penalty 2884.559175 = -640617.150671
  nChanged 45
		SP:Iteration 34Q (103488.180000 sec): 3 clusters
  Score: Raw -643514.595400 + Penalty 2884.559175 = -640630.036226
  nChanged 37
		SP:Iteration 35Q (103488.390000 sec): 3 clusters
  Score: Raw -643525.974276 + Penalty 2884.559175 = -640641.415101
  nChanged 41
		SP:Iteration 36Q (103488.590000 sec): 3 clusters
  Score: Raw -643542.260922 + Penalty 2884.559175 = -640657.701747
  nChanged 38
		SP:Iteration 37Q (103488.790000 sec): 3 clusters
  Score: Raw -643552.269931 + Penalty 2884.559175 = -640667.710756
  nChanged 33
		SP:Iteration 38Q (103488.990000 sec): 3 clusters
  Score: Raw -643561.070479 + Penalty 2884.559175 = -640676.511304
  nChanged 34
		SP:Iteration 39Q (103489.190000 sec): 3 clusters
  Score: Raw -643569.291466 + Penalty 2884.559175 = -640684.732291
  nChanged 32
		SP:Iteration 40F (103489.400000 sec): 3 clusters
  Score: Raw -643579.025112 + Penalty 2884.559175 = -640694.465937
  nChanged 40
		SP:Iteration 41Q (103489.600000 sec): 3 clusters
  Score: Raw -643590.481103 + Penalty 2884.559175 = -640705.921928
  nChanged 47
		SP:Iteration 42Q (103489.800000 sec): 3 clusters
  Score: Raw -643605.359813 + Penalty 2884.559175 = -640720.800638
  nChanged 55
		SP:Iteration 43Q (103490.000000 sec): 3 clusters
  Score: Raw -643620.575775 + Penalty 2884.559175 = -640736.016600
  nChanged 37
		SP:Iteration 44Q (103490.210000 sec): 3 clusters
  Score: Raw -643630.157940 + Penalty 2884.559175 = -640745.598765
  nChanged 39
		SP:Iteration 45Q (103490.450000 sec): 3 clusters
  Score: Raw -643641.430947 + Penalty 2884.559175 = -640756.871772
  nChanged 32
		SP:Iteration 46Q (103490.650000 sec): 3 clusters
  Score: Raw -643651.239484 + Penalty 2884.559175 = -640766.680309
  nChanged 32
		SP:Iteration 47Q (103490.900000 sec): 3 clusters
  Score: Raw -643661.582968 + Penalty 2884.559175 = -640777.023793
  nChanged 30
		SP:Iteration 48Q (103491.100000 sec): 3 clusters
  Score: Raw -643670.575099 + Penalty 2884.559175 = -640786.015924
  nChanged 28
		SP:Iteration 49Q (103491.300000 sec): 3 clusters
  Score: Raw -643677.466158 + Penalty 2884.559175 = -640792.906983
  nChanged 19
		SP:Iteration 50Q (103491.510000 sec): 3 clusters
  Score: Raw -643686.220736 + Penalty 2884.559175 = -640801.661561
  nChanged 37
		SP:Iteration 51Q (103491.710000 sec): 3 clusters
  Score: Raw -643700.634051 + Penalty 2884.559175 = -640816.074876
  nChanged 42
		SP:Iteration 52Q (103491.930000 sec): 3 clusters
  Score: Raw -643713.755249 + Penalty 2884.559175 = -640829.196074
  nChanged 33
		SP:Iteration 53Q (103492.120000 sec): 3 clusters
  Score: Raw -643723.636641 + Penalty 2884.559175 = -640839.077466
  nChanged 38
		SP:Iteration 54Q (103492.330000 sec): 3 clusters
  Score: Raw -643734.443470 + Penalty 2884.559175 = -640849.884295
  nChanged 31
		SP:Iteration 55Q (103492.530000 sec): 3 clusters
  Score: Raw -643743.715541 + Penalty 2884.559175 = -640859.156366
  nChanged 33
		SP:Iteration 56Q (103492.730000 sec): 3 clusters
  Score: Raw -643758.296546 + Penalty 2884.559175 = -640873.737371
  nChanged 45
		SP:Iteration 57Q (103492.930000 sec): 3 clusters
  Score: Raw -643777.177174 + Penalty 2884.559175 = -640892.617999
  nChanged 38
		SP:Iteration 58Q (103493.140000 sec): 3 clusters
  Score: Raw -643788.578998 + Penalty 2884.559175 = -640904.019823
  nChanged 33
		SP:Iteration 59Q (103493.340000 sec): 3 clusters
  Score: Raw -643801.519100 + Penalty 2884.559175 = -640916.959925
  nChanged 40
		SP:Iteration 60F (103493.540000 sec): 3 clusters
  Score: Raw -643815.439592 + Penalty 2884.559175 = -640930.880417
  nChanged 37
		SP:Iteration 61Q (103493.740000 sec): 3 clusters
  Score: Raw -643826.734279 + Penalty 2884.559175 = -640942.175104
  nChanged 33
		SP:Iteration 62Q (103493.940000 sec): 3 clusters
  Score: Raw -643837.025985 + Penalty 2884.559175 = -640952.466810
  nChanged 34
		SP:Iteration 63Q (103494.140000 sec): 3 clusters
  Score: Raw -643852.848785 + Penalty 2884.559175 = -640968.289610
  nChanged 45
		SP:Iteration 64Q (103494.350000 sec): 3 clusters
  Score: Raw -643869.550299 + Penalty 2884.559175 = -640984.991124
  nChanged 34
		SP:Iteration 65Q (103494.570000 sec): 3 clusters
  Score: Raw -643882.643116 + Penalty 2884.559175 = -640998.083941
  nChanged 25
		SP:Iteration 66Q (103494.690000 sec): 3 clusters
  Score: Raw -643889.596992 + Penalty 2884.559175 = -641005.037817
  nChanged 25
		SP:Iteration 67Q (103494.800000 sec): 3 clusters
  Score: Raw -643896.859787 + Penalty 2884.559175 = -641012.300612
  nChanged 17
		SP:Iteration 68Q (103494.920000 sec): 3 clusters
  Score: Raw -643902.562145 + Penalty 2884.559175 = -641018.002970
  nChanged 15
		SP:Iteration 69Q (103495.030000 sec): 3 clusters
  Score: Raw -643908.332945 + Penalty 2884.559175 = -641023.773771
  nChanged 18
		SP:Iteration 70Q (103495.160000 sec): 3 clusters
  Score: Raw -643916.367824 + Penalty 2884.559175 = -641031.808649
  nChanged 26
		SP:Iteration 71Q (103495.340000 sec): 3 clusters
  Score: Raw -643925.684479 + Penalty 2884.559175 = -641041.125304
  nChanged 26
		SP:Iteration 72Q (103495.540000 sec): 3 clusters
  Score: Raw -643933.211177 + Penalty 2884.559175 = -641048.652002
  nChanged 19
		SP:Iteration 73Q (103495.750000 sec): 3 clusters
  Score: Raw -643940.148054 + Penalty 2884.559175 = -641055.588879
  nChanged 11
		SP:Iteration 74Q (103495.860000 sec): 3 clusters
  Score: Raw -643944.598754 + Penalty 2884.559175 = -641060.039580
  nChanged 17
		SP:Iteration 75Q (103496.060000 sec): 3 clusters
  Score: Raw -643952.723665 + Penalty 2884.559175 = -641068.164490
  nChanged 17
		SP:Iteration 76Q (103496.270000 sec): 3 clusters
  Score: Raw -643958.386246 + Penalty 2884.559175 = -641073.827071
  nChanged 17
		SP:Iteration 77Q (103496.480000 sec): 3 clusters
  Score: Raw -643964.790240 + Penalty 2884.559175 = -641080.231065
  nChanged 20
		SP:Iteration 78Q (103496.690000 sec): 3 clusters
  Score: Raw -643971.795292 + Penalty 2884.559175 = -641087.236117
  nChanged 18
		SP:Iteration 79Q (103496.890000 sec): 3 clusters
  Score: Raw -643978.515252 + Penalty 2884.559175 = -641093.956077
  nChanged 10
		SP:Iteration 80F (103497.090000 sec): 3 clusters
  Score: Raw -643981.479429 + Penalty 2884.559175 = -641096.920254
  nChanged 10
		SP:Iteration 81Q (103497.290000 sec): 3 clusters
  Score: Raw -643983.844124 + Penalty 2884.559175 = -641099.284949
  nChanged 14
		SP:Iteration 82Q (103497.480000 sec): 3 clusters
  Score: Raw -643987.788631 + Penalty 2884.559175 = -641103.229457
  nChanged 9
		SP:Iteration 83Q (103497.590000 sec): 3 clusters
  Score: Raw -643990.912613 + Penalty 2884.559175 = -641106.353438
  nChanged 7
		SP:Iteration 84Q (103497.700000 sec): 3 clusters
  Score: Raw -643993.180482 + Penalty 2884.559175 = -641108.621307
  nChanged 8
		SP:Iteration 85Q (103497.810000 sec): 3 clusters
  Score: Raw -643996.511930 + Penalty 2884.559175 = -641111.952755
  nChanged 9
		SP:Iteration 86Q (103497.920000 sec): 3 clusters
  Score: Raw -643999.810996 + Penalty 2884.559175 = -641115.251821
  nChanged 14
		SP:Iteration 87Q (103498.030000 sec): 3 clusters
  Score: Raw -644004.981956 + Penalty 2884.559175 = -641120.422781
  nChanged 10
		SP:Iteration 88Q (103498.140000 sec): 3 clusters
  Score: Raw -644009.553254 + Penalty 2884.559175 = -641124.994079
  nChanged 12
		SP:Iteration 89Q (103498.250000 sec): 3 clusters
  Score: Raw -644013.584811 + Penalty 2884.559175 = -641129.025636
  nChanged 13
		SP:Iteration 90Q (103498.450000 sec): 3 clusters
  Score: Raw -644019.175423 + Penalty 2884.559175 = -641134.616248
  nChanged 15
		SP:Iteration 91Q (103498.650000 sec): 3 clusters
  Score: Raw -644024.920638 + Penalty 2884.559175 = -641140.361463
  nChanged 10
		SP:Iteration 92Q (103498.850000 sec): 3 clusters
  Score: Raw -644028.367363 + Penalty 2884.559175 = -641143.808188
  nChanged 9
		SP:Iteration 93Q (103499.060000 sec): 3 clusters
  Score: Raw -644031.717873 + Penalty 2884.559175 = -641147.158698
  nChanged 11
		SP:Iteration 94Q (103499.270000 sec): 3 clusters
  Score: Raw -644035.732702 + Penalty 2884.559175 = -641151.173527
  nChanged 10
		SP:Iteration 95Q (103499.470000 sec): 3 clusters
  Score: Raw -644038.315938 + Penalty 2884.559175 = -641153.756763
  nChanged 6
		SP:Iteration 96Q (103499.670000 sec): 3 clusters
  Score: Raw -644040.192408 + Penalty 2884.559175 = -641155.633233
  nChanged 6
		SP:Iteration 97Q (103499.880000 sec): 3 clusters
  Score: Raw -644042.362424 + Penalty 2884.559175 = -641157.803249
  nChanged 7
		SP:Iteration 98Q (103499.990000 sec): 3 clusters
  Score: Raw -644045.550522 + Penalty 2884.559175 = -641160.991347
  nChanged 4
		SP:Iteration 99Q (103500.100000 sec): 3 clusters
  Score: Raw -644047.710753 + Penalty 2884.559175 = -641163.151578
  nChanged 3
		SP:Iteration 100F (103500.310000 sec): 3 clusters
  Score: Raw -644048.534907 + Penalty 2884.559175 = -641163.975733
  nChanged 3
		SP:Iteration 101Q (103500.520000 sec): 3 clusters
  Score: Raw -644049.190999 + Penalty 2884.559175 = -641164.631825
  nChanged 1
		SP:Iteration 102Q (103500.720000 sec): 3 clusters
  Score: Raw -644049.331946 + Penalty 2884.559175 = -641164.772771
  nChanged 1
		SP:Iteration 103Q (103500.930000 sec): 3 clusters
  Score: Raw -644049.575031 + Penalty 2884.559175 = -641165.015856
  nChanged 0
		SP:Iteration 104F (103501.130000 sec): 3 clusters
  Score: Raw -644049.575031 + Penalty 2884.559175 = -641165.015856
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 108 (10146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103501.340000 sec): 2 clusters
  Score: Raw -883090.324167 + Penalty 1499.035658 = -881591.288510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103501.570000 sec): 3 clusters
  Score: Raw -877327.450785 + Penalty 2998.071316 = -874329.379469
  nChanged 4388
		SP:Iteration 1F (103501.870000 sec): 3 clusters
  Score: Raw -879903.522127 + Penalty 2998.071316 = -876905.450811
  nChanged 754
		SP:Iteration 2F (103502.060000 sec): 3 clusters
  Score: Raw -880324.329031 + Penalty 2998.071316 = -877326.257715
  nChanged 594
		SP:Iteration 3F (103502.290000 sec): 3 clusters
  Score: Raw -880657.614539 + Penalty 2998.071316 = -877659.543223
  nChanged 538
		SP:Iteration 4F (103502.600000 sec): 3 clusters
  Score: Raw -880945.212139 + Penalty 2998.071316 = -877947.140823
  nChanged 487
		SP:Iteration 5Q (103502.830000 sec): 3 clusters
  Score: Raw -881219.271441 + Penalty 2998.071316 = -878221.200126
  nChanged 470
		SP:Iteration 6Q (103503.100000 sec): 3 clusters
  Score: Raw -881508.998995 + Penalty 2998.071316 = -878510.927679
  nChanged 436
		SP:Iteration 7Q (103503.370000 sec): 3 clusters
  Score: Raw -881769.770219 + Penalty 2998.071316 = -878771.698903
  nChanged 416
		SP:Iteration 8Q (103503.630000 sec): 3 clusters
  Score: Raw -882022.525837 + Penalty 2998.071316 = -879024.454521
  nChanged 380
		SP:Iteration 9Q (103503.880000 sec): 3 clusters
  Score: Raw -882252.521269 + Penalty 2998.071316 = -879254.449953
  nChanged 380
		SP:Iteration 10Q (103504.130000 sec): 3 clusters
  Score: Raw -882467.355837 + Penalty 2998.071316 = -879469.284521
  nChanged 304
		SP:Iteration 11Q (103504.380000 sec): 3 clusters
  Score: Raw -882632.226703 + Penalty 2998.071316 = -879634.155387
  nChanged 261
		SP:Iteration 12Q (103504.630000 sec): 3 clusters
  Score: Raw -882764.958963 + Penalty 2998.071316 = -879766.887647
  nChanged 239
		SP:Iteration 13Q (103504.920000 sec): 3 clusters
  Score: Raw -882874.962836 + Penalty 2998.071316 = -879876.891521
  nChanged 208
		SP:Iteration 14Q (103505.110000 sec): 3 clusters
  Score: Raw -882969.978519 + Penalty 2998.071316 = -879971.907203
  nChanged 178
		SP:Iteration 15Q (103505.370000 sec): 3 clusters
  Score: Raw -883036.932315 + Penalty 2998.071316 = -880038.860999
  nChanged 138
		SP:Iteration 16Q (103505.630000 sec): 3 clusters
  Score: Raw -883094.102647 + Penalty 2998.071316 = -880096.031331
  nChanged 131
		SP:Iteration 17Q (103505.900000 sec): 3 clusters
  Score: Raw -883150.065616 + Penalty 2998.071316 = -880151.994300
  nChanged 119
		SP:Iteration 18Q (103506.160000 sec): 3 clusters
  Score: Raw -883195.863714 + Penalty 2998.071316 = -880197.792398
  nChanged 109
		SP:Iteration 19Q (103506.400000 sec): 3 clusters
  Score: Raw -883238.540229 + Penalty 2998.071316 = -880240.468913
  nChanged 109
		SP:Iteration 20F (103506.550000 sec): 3 clusters
  Score: Raw -883282.030113 + Penalty 2998.071316 = -880283.958797
  nChanged 94
		SP:Iteration 21Q (103506.850000 sec): 3 clusters
  Score: Raw -883312.738478 + Penalty 2998.071316 = -880314.667163
  nChanged 79
		SP:Iteration 22Q (103507.000000 sec): 3 clusters
  Score: Raw -883335.272165 + Penalty 2998.071316 = -880337.200849
  nChanged 79
		SP:Iteration 23Q (103507.220000 sec): 3 clusters
  Score: Raw -883359.516554 + Penalty 2998.071316 = -880361.445238
  nChanged 72
		SP:Iteration 24Q (103507.360000 sec): 3 clusters
  Score: Raw -883376.834889 + Penalty 2998.071316 = -880378.763573
  nChanged 57
		SP:Iteration 25Q (103507.580000 sec): 3 clusters
  Score: Raw -883391.163845 + Penalty 2998.071316 = -880393.092529
  nChanged 59
		SP:Iteration 26Q (103507.810000 sec): 3 clusters
  Score: Raw -883405.743779 + Penalty 2998.071316 = -880407.672463
  nChanged 52
		SP:Iteration 27Q (103508.080000 sec): 3 clusters
  Score: Raw -883416.349577 + Penalty 2998.071316 = -880418.278261
  nChanged 40
		SP:Iteration 28Q (103508.350000 sec): 3 clusters
  Score: Raw -883424.657778 + Penalty 2998.071316 = -880426.586462
  nChanged 38
		SP:Iteration 29Q (103508.610000 sec): 3 clusters
  Score: Raw -883430.692850 + Penalty 2998.071316 = -880432.621534
  nChanged 28
		SP:Iteration 30Q (103508.880000 sec): 3 clusters
  Score: Raw -883435.075690 + Penalty 2998.071316 = -880437.004374
  nChanged 23
		SP:Iteration 31Q (103509.150000 sec): 3 clusters
  Score: Raw -883438.682846 + Penalty 2998.071316 = -880440.611530
  nChanged 27
		SP:Iteration 32Q (103509.410000 sec): 3 clusters
  Score: Raw -883443.659169 + Penalty 2998.071316 = -880445.587853
  nChanged 34
		SP:Iteration 33Q (103509.680000 sec): 3 clusters
  Score: Raw -883448.894247 + Penalty 2998.071316 = -880450.822932
  nChanged 22
		SP:Iteration 34Q (103509.950000 sec): 3 clusters
  Score: Raw -883451.557454 + Penalty 2998.071316 = -880453.486138
  nChanged 19
		SP:Iteration 35Q (103510.210000 sec): 3 clusters
  Score: Raw -883454.273459 + Penalty 2998.071316 = -880456.202143
  nChanged 13
		SP:Iteration 36Q (103510.480000 sec): 3 clusters
  Score: Raw -883455.999476 + Penalty 2998.071316 = -880457.928160
  nChanged 11
		SP:Iteration 37Q (103510.750000 sec): 3 clusters
  Score: Raw -883456.955024 + Penalty 2998.071316 = -880458.883708
  nChanged 9
		SP:Iteration 38Q (103511.010000 sec): 3 clusters
  Score: Raw -883458.179656 + Penalty 2998.071316 = -880460.108340
  nChanged 15
		SP:Iteration 39Q (103511.280000 sec): 3 clusters
  Score: Raw -883460.489746 + Penalty 2998.071316 = -880462.418430
  nChanged 10
		SP:Iteration 40F (103511.550000 sec): 3 clusters
  Score: Raw -883461.983137 + Penalty 2998.071316 = -880463.911822
  nChanged 9
		SP:Iteration 41Q (103511.770000 sec): 3 clusters
  Score: Raw -883463.584828 + Penalty 2998.071316 = -880465.513512
  nChanged 16
		SP:Iteration 42Q (103512.030000 sec): 3 clusters
  Score: Raw -883465.756100 + Penalty 2998.071316 = -880467.684784
  nChanged 12
		SP:Iteration 43Q (103512.300000 sec): 3 clusters
  Score: Raw -883467.271936 + Penalty 2998.071316 = -880469.200620
  nChanged 8
		SP:Iteration 44Q (103512.570000 sec): 3 clusters
  Score: Raw -883468.166073 + Penalty 2998.071316 = -880470.094757
  nChanged 8
		SP:Iteration 45Q (103512.830000 sec): 3 clusters
  Score: Raw -883470.407947 + Penalty 2998.071316 = -880472.336631
  nChanged 14
		SP:Iteration 46Q (103513.100000 sec): 3 clusters
  Score: Raw -883472.898219 + Penalty 2998.071316 = -880474.826903
  nChanged 17
		SP:Iteration 47Q (103513.370000 sec): 3 clusters
  Score: Raw -883475.503031 + Penalty 2998.071316 = -880477.431715
  nChanged 15
		SP:Iteration 48Q (103513.630000 sec): 3 clusters
  Score: Raw -883477.422141 + Penalty 2998.071316 = -880479.350826
  nChanged 10
		SP:Iteration 49Q (103513.900000 sec): 3 clusters
  Score: Raw -883478.674415 + Penalty 2998.071316 = -880480.603099
  nChanged 6
		SP:Iteration 50Q (103514.170000 sec): 3 clusters
  Score: Raw -883479.550598 + Penalty 2998.071316 = -880481.479282
  nChanged 10
		SP:Iteration 51Q (103514.430000 sec): 3 clusters
  Score: Raw -883481.129290 + Penalty 2998.071316 = -880483.057975
  nChanged 14
		SP:Iteration 52Q (103514.700000 sec): 3 clusters
  Score: Raw -883482.775860 + Penalty 2998.071316 = -880484.704544
  nChanged 9
		SP:Iteration 53Q (103514.970000 sec): 3 clusters
  Score: Raw -883483.531961 + Penalty 2998.071316 = -880485.460645
  nChanged 5
		SP:Iteration 54Q (103515.190000 sec): 3 clusters
  Score: Raw -883484.141053 + Penalty 2998.071316 = -880486.069737
  nChanged 7
		SP:Iteration 55Q (103515.450000 sec): 3 clusters
  Score: Raw -883484.865289 + Penalty 2998.071316 = -880486.793973
  nChanged 6
		SP:Iteration 56Q (103515.720000 sec): 3 clusters
  Score: Raw -883485.594671 + Penalty 2998.071316 = -880487.523355
  nChanged 6
		SP:Iteration 57Q (103515.980000 sec): 3 clusters
  Score: Raw -883486.211455 + Penalty 2998.071316 = -880488.140139
  nChanged 1
		SP:Iteration 58Q (103516.250000 sec): 3 clusters
  Score: Raw -883486.356312 + Penalty 2998.071316 = -880488.284996
  nChanged 0
		SP:Iteration 59F (103516.510000 sec): 3 clusters
  Score: Raw -883486.356312 + Penalty 2998.071316 = -880488.284996
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 109 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103516.590000 sec): 2 clusters
  Score: Raw -209162.674895 + Penalty 1280.569281 = -207882.105614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103516.760000 sec): 3 clusters
  Score: Raw -207920.915171 + Penalty 2561.138562 = -205359.776609
  nChanged 983
		SP:Iteration 1F (103516.940000 sec): 3 clusters
  Score: Raw -208576.860600 + Penalty 2561.138562 = -206015.722039
  nChanged 226
		SP:Iteration 2F (103517.110000 sec): 3 clusters
  Score: Raw -208754.716314 + Penalty 2561.138562 = -206193.577752
  nChanged 164
		SP:Iteration 3F (103517.290000 sec): 3 clusters
  Score: Raw -208898.383407 + Penalty 2561.138562 = -206337.244845
  nChanged 161
		SP:Iteration 4F (103517.470000 sec): 3 clusters
  Score: Raw -209060.066053 + Penalty 2561.138562 = -206498.927491
  nChanged 149
		SP:Iteration 5F (103517.640000 sec): 3 clusters
  Score: Raw -209198.591520 + Penalty 2561.138562 = -206637.452959
  nChanged 132
		SP:Iteration 6Q (103517.820000 sec): 3 clusters
  Score: Raw -209300.208070 + Penalty 2561.138562 = -206739.069509
  nChanged 110
		SP:Iteration 7Q (103518.010000 sec): 3 clusters
  Score: Raw -209390.514730 + Penalty 2561.138562 = -206829.376168
  nChanged 96
		SP:Iteration 8Q (103518.180000 sec): 3 clusters
  Score: Raw -209467.214988 + Penalty 2561.138562 = -206906.076426
  nChanged 64
		SP:Iteration 9Q (103518.340000 sec): 3 clusters
  Score: Raw -209518.058815 + Penalty 2561.138562 = -206956.920254
  nChanged 50
		SP:Iteration 10Q (103518.500000 sec): 3 clusters
  Score: Raw -209552.772957 + Penalty 2561.138562 = -206991.634395
  nChanged 48
		SP:Iteration 11Q (103518.670000 sec): 3 clusters
  Score: Raw -209595.243896 + Penalty 2561.138562 = -207034.105334
  nChanged 56
		SP:Iteration 12Q (103518.820000 sec): 3 clusters
  Score: Raw -209647.628590 + Penalty 2561.138562 = -207086.490029
  nChanged 57
		SP:Iteration 13Q (103518.980000 sec): 3 clusters
  Score: Raw -209699.430877 + Penalty 2561.138562 = -207138.292315
  nChanged 40
		SP:Iteration 14Q (103519.140000 sec): 3 clusters
  Score: Raw -209730.379057 + Penalty 2561.138562 = -207169.240495
  nChanged 36
		SP:Iteration 15Q (103519.300000 sec): 3 clusters
  Score: Raw -209758.250744 + Penalty 2561.138562 = -207197.112182
  nChanged 44
		SP:Iteration 16Q (103519.460000 sec): 3 clusters
  Score: Raw -209789.064997 + Penalty 2561.138562 = -207227.926435
  nChanged 31
		SP:Iteration 17Q (103519.630000 sec): 3 clusters
  Score: Raw -209809.904898 + Penalty 2561.138562 = -207248.766337
  nChanged 33
		SP:Iteration 18Q (103519.780000 sec): 3 clusters
  Score: Raw -209838.675185 + Penalty 2561.138562 = -207277.536623
  nChanged 30
		SP:Iteration 19Q (103519.940000 sec): 3 clusters
  Score: Raw -209860.098051 + Penalty 2561.138562 = -207298.959489
  nChanged 21
		SP:Iteration 20F (103520.090000 sec): 3 clusters
  Score: Raw -209868.875737 + Penalty 2561.138562 = -207307.737175
  nChanged 17
		SP:Iteration 21Q (103520.250000 sec): 3 clusters
  Score: Raw -209879.829498 + Penalty 2561.138562 = -207318.690936
  nChanged 14
		SP:Iteration 22Q (103520.410000 sec): 3 clusters
  Score: Raw -209891.801340 + Penalty 2561.138562 = -207330.662778
  nChanged 15
		SP:Iteration 23Q (103520.570000 sec): 3 clusters
  Score: Raw -209900.716230 + Penalty 2561.138562 = -207339.577668
  nChanged 12
		SP:Iteration 24Q (103520.730000 sec): 3 clusters
  Score: Raw -209907.501168 + Penalty 2561.138562 = -207346.362606
  nChanged 11
		SP:Iteration 25Q (103520.890000 sec): 3 clusters
  Score: Raw -209911.768200 + Penalty 2561.138562 = -207350.629638
  nChanged 5
		SP:Iteration 26Q (103521.050000 sec): 3 clusters
  Score: Raw -209914.074925 + Penalty 2561.138562 = -207352.936363
  nChanged 4
		SP:Iteration 27Q (103521.230000 sec): 3 clusters
  Score: Raw -209915.461181 + Penalty 2561.138562 = -207354.322619
  nChanged 3
		SP:Iteration 28Q (103521.370000 sec): 3 clusters
  Score: Raw -209916.521761 + Penalty 2561.138562 = -207355.383199
  nChanged 3
		SP:Iteration 29Q (103521.530000 sec): 3 clusters
  Score: Raw -209917.933939 + Penalty 2561.138562 = -207356.795377
  nChanged 5
		SP:Iteration 30Q (103521.690000 sec): 3 clusters
  Score: Raw -209920.531484 + Penalty 2561.138562 = -207359.392922
  nChanged 4
		SP:Iteration 31Q (103521.850000 sec): 3 clusters
  Score: Raw -209922.588204 + Penalty 2561.138562 = -207361.449642
  nChanged 4
		SP:Iteration 32Q (103522.030000 sec): 3 clusters
  Score: Raw -209924.031332 + Penalty 2561.138562 = -207362.892770
  nChanged 4
		SP:Iteration 33Q (103522.180000 sec): 3 clusters
  Score: Raw -209925.712892 + Penalty 2561.138562 = -207364.574330
  nChanged 6
		SP:Iteration 34Q (103522.360000 sec): 3 clusters
  Score: Raw -209928.642515 + Penalty 2561.138562 = -207367.503953
  nChanged 5
		SP:Iteration 35Q (103522.530000 sec): 3 clusters
  Score: Raw -209931.875937 + Penalty 2561.138562 = -207370.737375
  nChanged 5
		SP:Iteration 36Q (103522.710000 sec): 3 clusters
  Score: Raw -209933.886863 + Penalty 2561.138562 = -207372.748301
  nChanged 3
		SP:Iteration 37Q (103522.890000 sec): 3 clusters
  Score: Raw -209935.107963 + Penalty 2561.138562 = -207373.969401
  nChanged 6
		SP:Iteration 38Q (103523.060000 sec): 3 clusters
  Score: Raw -209938.349612 + Penalty 2561.138562 = -207377.211050
  nChanged 5
		SP:Iteration 39Q (103523.240000 sec): 3 clusters
  Score: Raw -209940.865305 + Penalty 2561.138562 = -207379.726743
  nChanged 4
		SP:Iteration 40F (103523.420000 sec): 3 clusters
  Score: Raw -209942.055697 + Penalty 2561.138562 = -207380.917135
  nChanged 4
		SP:Iteration 41Q (103523.590000 sec): 3 clusters
  Score: Raw -209943.158683 + Penalty 2561.138562 = -207382.020121
  nChanged 4
		SP:Iteration 42Q (103523.770000 sec): 3 clusters
  Score: Raw -209944.510964 + Penalty 2561.138562 = -207383.372403
  nChanged 4
		SP:Iteration 43Q (103523.940000 sec): 3 clusters
  Score: Raw -209946.071603 + Penalty 2561.138562 = -207384.933041
  nChanged 2
		SP:Iteration 44Q (103524.120000 sec): 3 clusters
  Score: Raw -209946.541011 + Penalty 2561.138562 = -207385.402449
  nChanged 3
		SP:Iteration 45Q (103524.300000 sec): 3 clusters
  Score: Raw -209948.183119 + Penalty 2561.138562 = -207387.044557
  nChanged 6
		SP:Iteration 46Q (103524.470000 sec): 3 clusters
  Score: Raw -209951.473962 + Penalty 2561.138562 = -207390.335400
  nChanged 2
		SP:Iteration 47Q (103524.650000 sec): 3 clusters
  Score: Raw -209952.593803 + Penalty 2561.138562 = -207391.455241
  nChanged 4
		SP:Iteration 48Q (103524.820000 sec): 3 clusters
  Score: Raw -209954.023824 + Penalty 2561.138562 = -207392.885262
  nChanged 3
		SP:Iteration 49Q (103525.000000 sec): 3 clusters
  Score: Raw -209954.881022 + Penalty 2561.138562 = -207393.742460
  nChanged 2
		SP:Iteration 50Q (103525.180000 sec): 3 clusters
  Score: Raw -209955.702570 + Penalty 2561.138562 = -207394.564008
  nChanged 0
		SP:Iteration 51F (103525.350000 sec): 3 clusters
  Score: Raw -209955.702570 + Penalty 2561.138562 = -207394.564008
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 110 (2031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103525.430000 sec): 2 clusters
  Score: Raw -170837.578325 + Penalty 1237.646079 = -169599.932246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103525.600000 sec): 3 clusters
  Score: Raw -169996.150708 + Penalty 2475.292158 = -167520.858550
  nChanged 727
		SP:Iteration 1F (103525.780000 sec): 3 clusters
  Score: Raw -170494.802076 + Penalty 2475.292158 = -168019.509919
  nChanged 168
		SP:Iteration 2F (103525.960000 sec): 3 clusters
  Score: Raw -170621.776952 + Penalty 2475.292158 = -168146.484794
  nChanged 108
		SP:Iteration 3F (103526.130000 sec): 3 clusters
  Score: Raw -170703.309027 + Penalty 2475.292158 = -168228.016870
  nChanged 59
		SP:Iteration 4Q (103526.310000 sec): 3 clusters
  Score: Raw -170758.766332 + Penalty 2475.292158 = -168283.474174
  nChanged 60
		SP:Iteration 5Q (103526.480000 sec): 3 clusters
  Score: Raw -170798.260234 + Penalty 2475.292158 = -168322.968076
  nChanged 39
		SP:Iteration 6Q (103526.660000 sec): 3 clusters
  Score: Raw -170828.379887 + Penalty 2475.292158 = -168353.087729
  nChanged 30
		SP:Iteration 7Q (103526.840000 sec): 3 clusters
  Score: Raw -170849.334030 + Penalty 2475.292158 = -168374.041872
  nChanged 29
		SP:Iteration 8Q (103527.010000 sec): 3 clusters
  Score: Raw -170867.099496 + Penalty 2475.292158 = -168391.807339
  nChanged 22
		SP:Iteration 9Q (103527.190000 sec): 3 clusters
  Score: Raw -170880.793913 + Penalty 2475.292158 = -168405.501756
  nChanged 16
		SP:Iteration 10Q (103527.360000 sec): 3 clusters
  Score: Raw -170890.441455 + Penalty 2475.292158 = -168415.149298
  nChanged 18
		SP:Iteration 11Q (103527.540000 sec): 3 clusters
  Score: Raw -170900.990259 + Penalty 2475.292158 = -168425.698102
  nChanged 16
		SP:Iteration 12Q (103527.720000 sec): 3 clusters
  Score: Raw -170908.262248 + Penalty 2475.292158 = -168432.970090
  nChanged 6
		SP:Iteration 13Q (103527.890000 sec): 3 clusters
  Score: Raw -170912.702615 + Penalty 2475.292158 = -168437.410457
  nChanged 9
		SP:Iteration 14Q (103528.070000 sec): 3 clusters
  Score: Raw -170916.342899 + Penalty 2475.292158 = -168441.050741
  nChanged 4
		SP:Iteration 15Q (103528.240000 sec): 3 clusters
  Score: Raw -170917.509636 + Penalty 2475.292158 = -168442.217478
  nChanged 5
		SP:Iteration 16Q (103528.420000 sec): 3 clusters
  Score: Raw -170919.351398 + Penalty 2475.292158 = -168444.059240
  nChanged 5
		SP:Iteration 17Q (103528.600000 sec): 3 clusters
  Score: Raw -170921.725956 + Penalty 2475.292158 = -168446.433798
  nChanged 5
		SP:Iteration 18Q (103528.770000 sec): 3 clusters
  Score: Raw -170923.956293 + Penalty 2475.292158 = -168448.664136
  nChanged 3
		SP:Iteration 19Q (103528.950000 sec): 3 clusters
  Score: Raw -170925.151232 + Penalty 2475.292158 = -168449.859074
  nChanged 5
		SP:Iteration 20F (103529.120000 sec): 3 clusters
  Score: Raw -170928.328191 + Penalty 2475.292158 = -168453.036034
  nChanged 2
		SP:Iteration 21Q (103529.300000 sec): 3 clusters
  Score: Raw -170929.979887 + Penalty 2475.292158 = -168454.687730
  nChanged 7
		SP:Iteration 22Q (103529.480000 sec): 3 clusters
  Score: Raw -170932.944040 + Penalty 2475.292158 = -168457.651883
  nChanged 3
		SP:Iteration 23Q (103529.650000 sec): 3 clusters
  Score: Raw -170933.835695 + Penalty 2475.292158 = -168458.543538
  nChanged 2
		SP:Iteration 24Q (103529.840000 sec): 3 clusters
  Score: Raw -170934.420027 + Penalty 2475.292158 = -168459.127869
  nChanged 3
		SP:Iteration 25Q (103530.000000 sec): 3 clusters
  Score: Raw -170935.254047 + Penalty 2475.292158 = -168459.961889
  nChanged 2
		SP:Iteration 26Q (103530.180000 sec): 3 clusters
  Score: Raw -170935.824855 + Penalty 2475.292158 = -168460.532698
  nChanged 2
		SP:Iteration 27Q (103530.350000 sec): 3 clusters
  Score: Raw -170937.758664 + Penalty 2475.292158 = -168462.466507
  nChanged 5
		SP:Iteration 28Q (103530.530000 sec): 3 clusters
  Score: Raw -170940.026999 + Penalty 2475.292158 = -168464.734841
  nChanged 4
		SP:Iteration 29Q (103530.700000 sec): 3 clusters
  Score: Raw -170943.000861 + Penalty 2475.292158 = -168467.708703
  nChanged 7
		SP:Iteration 30Q (103530.880000 sec): 3 clusters
  Score: Raw -170946.989001 + Penalty 2475.292158 = -168471.696843
  nChanged 8
		SP:Iteration 31Q (103531.060000 sec): 3 clusters
  Score: Raw -170950.969354 + Penalty 2475.292158 = -168475.677196
  nChanged 5
		SP:Iteration 32Q (103531.230000 sec): 3 clusters
  Score: Raw -170952.152173 + Penalty 2475.292158 = -168476.860015
  nChanged 3
		SP:Iteration 33Q (103531.410000 sec): 3 clusters
  Score: Raw -170954.108661 + Penalty 2475.292158 = -168478.816503
  nChanged 5
		SP:Iteration 34Q (103531.580000 sec): 3 clusters
  Score: Raw -170957.150603 + Penalty 2475.292158 = -168481.858445
  nChanged 7
		SP:Iteration 35Q (103531.760000 sec): 3 clusters
  Score: Raw -170959.267055 + Penalty 2475.292158 = -168483.974897
  nChanged 9
		SP:Iteration 36Q (103531.940000 sec): 3 clusters
  Score: Raw -170962.251676 + Penalty 2475.292158 = -168486.959519
  nChanged 4
		SP:Iteration 37Q (103532.110000 sec): 3 clusters
  Score: Raw -170963.808718 + Penalty 2475.292158 = -168488.516560
  nChanged 7
		SP:Iteration 38Q (103532.290000 sec): 3 clusters
  Score: Raw -170966.938268 + Penalty 2475.292158 = -168491.646110
  nChanged 4
		SP:Iteration 39Q (103532.460000 sec): 3 clusters
  Score: Raw -170969.123270 + Penalty 2475.292158 = -168493.831113
  nChanged 3
		SP:Iteration 40F (103532.640000 sec): 3 clusters
  Score: Raw -170971.901158 + Penalty 2475.292158 = -168496.609000
  nChanged 5
		SP:Iteration 41Q (103532.820000 sec): 3 clusters
  Score: Raw -170975.779330 + Penalty 2475.292158 = -168500.487173
  nChanged 10
		SP:Iteration 42Q (103532.990000 sec): 3 clusters
  Score: Raw -170982.993048 + Penalty 2475.292158 = -168507.700890
  nChanged 11
		SP:Iteration 43Q (103533.170000 sec): 3 clusters
  Score: Raw -170987.949885 + Penalty 2475.292158 = -168512.657727
  nChanged 8
		SP:Iteration 44Q (103533.340000 sec): 3 clusters
  Score: Raw -170991.570058 + Penalty 2475.292158 = -168516.277901
  nChanged 9
		SP:Iteration 45Q (103533.520000 sec): 3 clusters
  Score: Raw -170997.387652 + Penalty 2475.292158 = -168522.095494
  nChanged 20
		SP:Iteration 46Q (103533.700000 sec): 3 clusters
  Score: Raw -171010.898545 + Penalty 2475.292158 = -168535.606388
  nChanged 19
		SP:Iteration 47Q (103533.870000 sec): 3 clusters
  Score: Raw -171023.885507 + Penalty 2475.292158 = -168548.593349
  nChanged 24
		SP:Iteration 48Q (103534.050000 sec): 3 clusters
  Score: Raw -171038.344801 + Penalty 2475.292158 = -168563.052644
  nChanged 24
		SP:Iteration 49Q (103534.220000 sec): 3 clusters
  Score: Raw -171055.805495 + Penalty 2475.292158 = -168580.513337
  nChanged 19
		SP:Iteration 50Q (103534.400000 sec): 3 clusters
  Score: Raw -171075.396887 + Penalty 2475.292158 = -168600.104730
  nChanged 20
		SP:Iteration 51Q (103534.580000 sec): 3 clusters
  Score: Raw -171091.491392 + Penalty 2475.292158 = -168616.199234
  nChanged 21
		SP:Iteration 52Q (103534.750000 sec): 3 clusters
  Score: Raw -171101.732778 + Penalty 2475.292158 = -168626.440621
  nChanged 14
		SP:Iteration 53Q (103534.930000 sec): 3 clusters
  Score: Raw -171109.965090 + Penalty 2475.292158 = -168634.672932
  nChanged 10
		SP:Iteration 54Q (103535.100000 sec): 3 clusters
  Score: Raw -171114.563327 + Penalty 2475.292158 = -168639.271169
  nChanged 8
		SP:Iteration 55Q (103535.280000 sec): 3 clusters
  Score: Raw -171118.711809 + Penalty 2475.292158 = -168643.419652
  nChanged 6
		SP:Iteration 56Q (103535.460000 sec): 3 clusters
  Score: Raw -171121.763667 + Penalty 2475.292158 = -168646.471510
  nChanged 4
		SP:Iteration 57Q (103535.630000 sec): 3 clusters
  Score: Raw -171122.594531 + Penalty 2475.292158 = -168647.302373
  nChanged 1
		SP:Iteration 58Q (103535.810000 sec): 3 clusters
  Score: Raw -171122.680856 + Penalty 2475.292158 = -168647.388699
  nChanged 0
		SP:Iteration 59F (103535.980000 sec): 3 clusters
  Score: Raw -171122.680856 + Penalty 2475.292158 = -168647.388699
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.22 GB.

 Trying to split cluster 111 (3994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103536.100000 sec): 2 clusters
  Score: Raw -329387.440097 + Penalty 1347.539134 = -328039.900964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103536.290000 sec): 3 clusters
  Score: Raw -327432.200879 + Penalty 2695.078267 = -324737.122612
  nChanged 1550
		SP:Iteration 1F (103536.470000 sec): 3 clusters
  Score: Raw -328396.495911 + Penalty 2695.078267 = -325701.417644
  nChanged 360
		SP:Iteration 2F (103536.640000 sec): 3 clusters
  Score: Raw -328742.279629 + Penalty 2695.078267 = -326047.201362
  nChanged 328
		SP:Iteration 3F (103536.820000 sec): 3 clusters
  Score: Raw -329029.473639 + Penalty 2695.078267 = -326334.395372
  nChanged 246
		SP:Iteration 4F (103537.000000 sec): 3 clusters
  Score: Raw -329202.786534 + Penalty 2695.078267 = -326507.708267
  nChanged 182
		SP:Iteration 5Q (103537.170000 sec): 3 clusters
  Score: Raw -329337.089122 + Penalty 2695.078267 = -326642.010855
  nChanged 136
		SP:Iteration 6Q (103537.350000 sec): 3 clusters
  Score: Raw -329426.429883 + Penalty 2695.078267 = -326731.351616
  nChanged 118
		SP:Iteration 7Q (103537.520000 sec): 3 clusters
  Score: Raw -329503.888854 + Penalty 2695.078267 = -326808.810587
  nChanged 109
		SP:Iteration 8Q (103537.700000 sec): 3 clusters
  Score: Raw -329572.205287 + Penalty 2695.078267 = -326877.127020
  nChanged 107
		SP:Iteration 9Q (103537.880000 sec): 3 clusters
  Score: Raw -329637.130872 + Penalty 2695.078267 = -326942.052605
  nChanged 98
		SP:Iteration 10Q (103538.050000 sec): 3 clusters
  Score: Raw -329691.800050 + Penalty 2695.078267 = -326996.721783
  nChanged 86
		SP:Iteration 11Q (103538.220000 sec): 3 clusters
  Score: Raw -329740.742943 + Penalty 2695.078267 = -327045.664676
  nChanged 80
		SP:Iteration 12Q (103538.400000 sec): 3 clusters
  Score: Raw -329798.756312 + Penalty 2695.078267 = -327103.678045
  nChanged 76
		SP:Iteration 13Q (103538.580000 sec): 3 clusters
  Score: Raw -329857.094865 + Penalty 2695.078267 = -327162.016598
  nChanged 75
		SP:Iteration 14Q (103538.750000 sec): 3 clusters
  Score: Raw -329902.086766 + Penalty 2695.078267 = -327207.008499
  nChanged 45
		SP:Iteration 15Q (103538.930000 sec): 3 clusters
  Score: Raw -329922.425988 + Penalty 2695.078267 = -327227.347721
  nChanged 37
		SP:Iteration 16Q (103539.100000 sec): 3 clusters
  Score: Raw -329937.352710 + Penalty 2695.078267 = -327242.274443
  nChanged 30
		SP:Iteration 17Q (103539.280000 sec): 3 clusters
  Score: Raw -329950.199010 + Penalty 2695.078267 = -327255.120743
  nChanged 20
		SP:Iteration 18Q (103539.460000 sec): 3 clusters
  Score: Raw -329955.547306 + Penalty 2695.078267 = -327260.469039
  nChanged 10
		SP:Iteration 19Q (103539.630000 sec): 3 clusters
  Score: Raw -329957.905466 + Penalty 2695.078267 = -327262.827199
  nChanged 7
		SP:Iteration 20F (103539.810000 sec): 3 clusters
  Score: Raw -329959.714923 + Penalty 2695.078267 = -327264.636656
  nChanged 2
		SP:Iteration 21Q (103539.980000 sec): 3 clusters
  Score: Raw -329960.114597 + Penalty 2695.078267 = -327265.036330
  nChanged 3
		SP:Iteration 22Q (103540.160000 sec): 3 clusters
  Score: Raw -329960.857024 + Penalty 2695.078267 = -327265.778757
  nChanged 1
		SP:Iteration 23Q (103540.340000 sec): 3 clusters
  Score: Raw -329961.093345 + Penalty 2695.078267 = -327266.015078
  nChanged 4
		SP:Iteration 24Q (103540.510000 sec): 3 clusters
  Score: Raw -329962.359285 + Penalty 2695.078267 = -327267.281017
  nChanged 4
		SP:Iteration 25Q (103540.690000 sec): 3 clusters
  Score: Raw -329962.885384 + Penalty 2695.078267 = -327267.807117
  nChanged 2
		SP:Iteration 26Q (103540.860000 sec): 3 clusters
  Score: Raw -329963.658067 + Penalty 2695.078267 = -327268.579800
  nChanged 3
		SP:Iteration 27Q (103541.040000 sec): 3 clusters
  Score: Raw -329964.047543 + Penalty 2695.078267 = -327268.969276
  nChanged 2
		SP:Iteration 28Q (103541.220000 sec): 3 clusters
  Score: Raw -329964.429080 + Penalty 2695.078267 = -327269.350813
  nChanged 1
		SP:Iteration 29Q (103541.390000 sec): 3 clusters
  Score: Raw -329965.006417 + Penalty 2695.078267 = -327269.928150
  nChanged 1
		SP:Iteration 30Q (103541.560000 sec): 3 clusters
  Score: Raw -329965.109070 + Penalty 2695.078267 = -327270.030803
  nChanged 0
		SP:Iteration 31F (103541.740000 sec): 3 clusters
  Score: Raw -329965.109070 + Penalty 2695.078267 = -327270.030803
  nChanged 0
------ Evaluating fit on full set of 1739456 points ------
  Score: Raw -141010123.405852 + Penalty 259182.334227 = -140750941.071625
Time taken for this iteration:104187.790000 seconds.
 20->112 Clusters: Score -140750941.071625, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.04 GB would take us to total of 4.17 GB.
------ Running on subset of 579818 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 16 (7189 points): Lose 536.236652 but Gain 2156.451300
Iteration 0F (104250.010000 sec): 20 clusters
  Score: Raw -40694652.548268 + Penalty 40972.574705 = -40653679.973563
  nChanged 548232
Iteration 1F (104288.050000 sec): 20 clusters
  Score: Raw -43903055.976071 + Penalty 40972.574705 = -43862083.401366
  nChanged 282776
Iteration 2F (104325.120000 sec): 20 clusters
  Score: Raw -44942669.028168 + Penalty 40972.574705 = -44901696.453463
  nChanged 141185
Iteration 3F (104362.550000 sec): 20 clusters
  Score: Raw -45421926.232104 + Penalty 40972.574705 = -45380953.657399
  nChanged 89795
Iteration 4F (104399.690000 sec): 20 clusters
  Score: Raw -45686159.757530 + Penalty 40972.574705 = -45645187.182825
  nChanged 65489
Iteration 5F (104437.070000 sec): 20 clusters
  Score: Raw -45837265.641933 + Penalty 40972.574705 = -45796293.067228
  nChanged 49830
Iteration 6F (104474.600000 sec): 20 clusters
  Score: Raw -45920006.765567 + Penalty 40972.574705 = -45879034.190862
  nChanged 39191
Iteration 7F (104511.770000 sec): 20 clusters
  Score: Raw -45967718.531398 + Penalty 40972.574705 = -45926745.956693
  nChanged 33058
Iteration 8F (104548.930000 sec): 20 clusters
  Score: Raw -45999202.447798 + Penalty 40972.574705 = -45958229.873093
  nChanged 28987
Iteration 9Q (104576.550000 sec): 20 clusters
  Score: Raw -46027254.522401 + Penalty 40972.574705 = -45986281.947695
  nChanged 26013
Iteration 10Q (104604.160000 sec): 20 clusters
  Score: Raw -46061812.447320 + Penalty 40972.574705 = -46020839.872615
  nChanged 22575
Iteration 11Q (104632.130000 sec): 20 clusters
  Score: Raw -46113793.108541 + Penalty 40972.574705 = -46072820.533836
  nChanged 19015
Iteration 12Q (104659.940000 sec): 20 clusters
  Score: Raw -46146214.115220 + Penalty 40972.574705 = -46105241.540515
  nChanged 17014
Iteration 13Q (104687.380000 sec): 20 clusters
  Score: Raw -46155759.039736 + Penalty 40972.574705 = -46114786.465031
  nChanged 13449
Iteration 14Q (104714.750000 sec): 20 clusters
  Score: Raw -46163291.140152 + Penalty 40972.574705 = -46122318.565447
  nChanged 11790
Iteration 15Q (104742.200000 sec): 20 clusters
  Score: Raw -46171015.046294 + Penalty 40972.574705 = -46130042.471588
  nChanged 10954
Iteration 16Q (104770.060000 sec): 20 clusters
  Score: Raw -46178705.832858 + Penalty 40972.574705 = -46137733.258152
  nChanged 10313
Iteration 17Q (104797.540000 sec): 20 clusters
  Score: Raw -46184104.797182 + Penalty 40972.574705 = -46143132.222477
  nChanged 9622
Iteration 18Q (104825.350000 sec): 20 clusters
  Score: Raw -46188477.150957 + Penalty 40972.574705 = -46147504.576252
  nChanged 8916
Iteration 19Q (104853.250000 sec): 20 clusters
  Score: Raw -46192328.232832 + Penalty 40972.574705 = -46151355.658127
  nChanged 8463
Writing temp clu file 
Because OldScore, -46147504.576252, is greater than current (better) Score,-46151355.658127 
 Compute initial score before splitting:   Score: Raw -46192328.232832 + Penalty 40972.574705 = -46151355.658127
Memory request: 0.03 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (14865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104853.480000 sec): 2 clusters
  Score: Raw -987415.974247 + Penalty 1561.099270 = -985854.874978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104853.780000 sec): 3 clusters
  Score: Raw -978975.367743 + Penalty 3122.198539 = -975853.169204
  nChanged 6704
		SP:Iteration 1F (104853.990000 sec): 3 clusters
  Score: Raw -986794.748036 + Penalty 3122.198539 = -983672.549497
  nChanged 2083
		SP:Iteration 2F (104854.290000 sec): 3 clusters
  Score: Raw -990285.072273 + Penalty 3122.198539 = -987162.873734
  nChanged 1562
		SP:Iteration 3F (104854.570000 sec): 3 clusters
  Score: Raw -992396.443134 + Penalty 3122.198539 = -989274.244595
  nChanged 1055
		SP:Iteration 4F (104854.890000 sec): 3 clusters
  Score: Raw -993579.213304 + Penalty 3122.198539 = -990457.014765
  nChanged 744
		SP:Iteration 5F (104855.160000 sec): 3 clusters
  Score: Raw -994330.050184 + Penalty 3122.198539 = -991207.851645
  nChanged 560
		SP:Iteration 6Q (104855.440000 sec): 3 clusters
  Score: Raw -994752.832079 + Penalty 3122.198539 = -991630.633540
  nChanged 427
		SP:Iteration 7Q (104855.710000 sec): 3 clusters
  Score: Raw -995012.572944 + Penalty 3122.198539 = -991890.374405
  nChanged 310
		SP:Iteration 8Q (104855.990000 sec): 3 clusters
  Score: Raw -995170.847646 + Penalty 3122.198539 = -992048.649107
  nChanged 244
		SP:Iteration 9Q (104856.260000 sec): 3 clusters
  Score: Raw -995287.915068 + Penalty 3122.198539 = -992165.716528
  nChanged 196
		SP:Iteration 10Q (104856.490000 sec): 3 clusters
  Score: Raw -995366.177473 + Penalty 3122.198539 = -992243.978934
  nChanged 134
		SP:Iteration 11Q (104856.770000 sec): 3 clusters
  Score: Raw -995399.389924 + Penalty 3122.198539 = -992277.191385
  nChanged 93
		SP:Iteration 12Q (104857.040000 sec): 3 clusters
  Score: Raw -995415.632239 + Penalty 3122.198539 = -992293.433700
  nChanged 61
		SP:Iteration 13Q (104857.350000 sec): 3 clusters
  Score: Raw -995425.776560 + Penalty 3122.198539 = -992303.578021
  nChanged 44
		SP:Iteration 14Q (104857.670000 sec): 3 clusters
  Score: Raw -995431.991159 + Penalty 3122.198539 = -992309.792620
  nChanged 38
		SP:Iteration 15Q (104857.980000 sec): 3 clusters
  Score: Raw -995437.343092 + Penalty 3122.198539 = -992315.144553
  nChanged 41
		SP:Iteration 16Q (104858.300000 sec): 3 clusters
  Score: Raw -995444.771626 + Penalty 3122.198539 = -992322.573087
  nChanged 37
		SP:Iteration 17Q (104858.610000 sec): 3 clusters
  Score: Raw -995452.543143 + Penalty 3122.198539 = -992330.344604
  nChanged 36
		SP:Iteration 18Q (104858.930000 sec): 3 clusters
  Score: Raw -995459.512186 + Penalty 3122.198539 = -992337.313647
  nChanged 36
		SP:Iteration 19Q (104859.240000 sec): 3 clusters
  Score: Raw -995466.458239 + Penalty 3122.198539 = -992344.259700
  nChanged 31
		SP:Iteration 20F (104859.550000 sec): 3 clusters
  Score: Raw -995471.726286 + Penalty 3122.198539 = -992349.527747
  nChanged 37
		SP:Iteration 21Q (104859.870000 sec): 3 clusters
  Score: Raw -995482.550170 + Penalty 3122.198539 = -992360.351631
  nChanged 38
		SP:Iteration 22Q (104860.190000 sec): 3 clusters
  Score: Raw -995489.318062 + Penalty 3122.198539 = -992367.119523
  nChanged 32
		SP:Iteration 23Q (104860.500000 sec): 3 clusters
  Score: Raw -995494.907235 + Penalty 3122.198539 = -992372.708696
  nChanged 33
		SP:Iteration 24Q (104860.810000 sec): 3 clusters
  Score: Raw -995502.614341 + Penalty 3122.198539 = -992380.415802
  nChanged 37
		SP:Iteration 25Q (104861.130000 sec): 3 clusters
  Score: Raw -995511.436436 + Penalty 3122.198539 = -992389.237897
  nChanged 45
		SP:Iteration 26Q (104861.440000 sec): 3 clusters
  Score: Raw -995525.737000 + Penalty 3122.198539 = -992403.538461
  nChanged 45
		SP:Iteration 27Q (104861.760000 sec): 3 clusters
  Score: Raw -995538.665186 + Penalty 3122.198539 = -992416.466647
  nChanged 37
		SP:Iteration 28Q (104862.070000 sec): 3 clusters
  Score: Raw -995547.148511 + Penalty 3122.198539 = -992424.949972
  nChanged 35
		SP:Iteration 29Q (104862.390000 sec): 3 clusters
  Score: Raw -995555.547647 + Penalty 3122.198539 = -992433.349108
  nChanged 42
		SP:Iteration 30Q (104862.700000 sec): 3 clusters
  Score: Raw -995564.867614 + Penalty 3122.198539 = -992442.669075
  nChanged 40
		SP:Iteration 31Q (104863.020000 sec): 3 clusters
  Score: Raw -995575.846361 + Penalty 3122.198539 = -992453.647822
  nChanged 45
		SP:Iteration 32Q (104863.330000 sec): 3 clusters
  Score: Raw -995588.877401 + Penalty 3122.198539 = -992466.678862
  nChanged 53
		SP:Iteration 33Q (104863.650000 sec): 3 clusters
  Score: Raw -995604.857236 + Penalty 3122.198539 = -992482.658697
  nChanged 56
		SP:Iteration 34Q (104864.010000 sec): 3 clusters
  Score: Raw -995616.652827 + Penalty 3122.198539 = -992494.454288
  nChanged 46
		SP:Iteration 35Q (104864.250000 sec): 3 clusters
  Score: Raw -995630.708638 + Penalty 3122.198539 = -992508.510099
  nChanged 47
		SP:Iteration 36Q (104864.560000 sec): 3 clusters
  Score: Raw -995647.355740 + Penalty 3122.198539 = -992525.157201
  nChanged 55
		SP:Iteration 37Q (104864.880000 sec): 3 clusters
  Score: Raw -995661.587669 + Penalty 3122.198539 = -992539.389130
  nChanged 57
		SP:Iteration 38Q (104865.190000 sec): 3 clusters
  Score: Raw -995680.564095 + Penalty 3122.198539 = -992558.365556
  nChanged 71
		SP:Iteration 39Q (104865.510000 sec): 3 clusters
  Score: Raw -995704.167462 + Penalty 3122.198539 = -992581.968923
  nChanged 54
		SP:Iteration 40F (104865.820000 sec): 3 clusters
  Score: Raw -995719.142776 + Penalty 3122.198539 = -992596.944237
  nChanged 54
		SP:Iteration 41Q (104866.140000 sec): 3 clusters
  Score: Raw -995731.137491 + Penalty 3122.198539 = -992608.938952
  nChanged 44
		SP:Iteration 42Q (104866.450000 sec): 3 clusters
  Score: Raw -995741.014952 + Penalty 3122.198539 = -992618.816413
  nChanged 47
		SP:Iteration 43Q (104866.770000 sec): 3 clusters
  Score: Raw -995750.603070 + Penalty 3122.198539 = -992628.404531
  nChanged 37
		SP:Iteration 44Q (104867.090000 sec): 3 clusters
  Score: Raw -995757.321479 + Penalty 3122.198539 = -992635.122940
  nChanged 27
		SP:Iteration 45Q (104867.400000 sec): 3 clusters
  Score: Raw -995760.758051 + Penalty 3122.198539 = -992638.559512
  nChanged 16
		SP:Iteration 46Q (104867.670000 sec): 3 clusters
  Score: Raw -995762.622413 + Penalty 3122.198539 = -992640.423874
  nChanged 16
		SP:Iteration 47Q (104867.950000 sec): 3 clusters
  Score: Raw -995764.388340 + Penalty 3122.198539 = -992642.189801
  nChanged 15
		SP:Iteration 48Q (104868.220000 sec): 3 clusters
  Score: Raw -995765.673587 + Penalty 3122.198539 = -992643.475048
  nChanged 12
		SP:Iteration 49Q (104868.500000 sec): 3 clusters
  Score: Raw -995766.675346 + Penalty 3122.198539 = -992644.476807
  nChanged 12
		SP:Iteration 50Q (104868.820000 sec): 3 clusters
  Score: Raw -995767.776140 + Penalty 3122.198539 = -992645.577601
  nChanged 12
		SP:Iteration 51Q (104869.090000 sec): 3 clusters
  Score: Raw -995768.808048 + Penalty 3122.198539 = -992646.609509
  nChanged 12
		SP:Iteration 52Q (104869.320000 sec): 3 clusters
  Score: Raw -995769.653934 + Penalty 3122.198539 = -992647.455395
  nChanged 6
		SP:Iteration 53Q (104869.590000 sec): 3 clusters
  Score: Raw -995770.038959 + Penalty 3122.198539 = -992647.840420
  nChanged 5
		SP:Iteration 54Q (104869.870000 sec): 3 clusters
  Score: Raw -995770.314548 + Penalty 3122.198539 = -992648.116009
  nChanged 0
		SP:Iteration 55F (104870.140000 sec): 3 clusters
  Score: Raw -995770.314548 + Penalty 3122.198539 = -992648.116009
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 16.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (38251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104870.520000 sec): 2 clusters
  Score: Raw -3456019.707834 + Penalty 1714.687810 = -3454305.020025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104870.990000 sec): 3 clusters
  Score: Raw -3432038.121449 + Penalty 3429.375619 = -3428608.745830
  nChanged 18035
		SP:Iteration 1F (104871.400000 sec): 3 clusters
  Score: Raw -3447602.493823 + Penalty 3429.375619 = -3444173.118204
  nChanged 5168
		SP:Iteration 2F (104871.860000 sec): 3 clusters
  Score: Raw -3455006.053658 + Penalty 3429.375619 = -3451576.678038
  nChanged 4285
		SP:Iteration 3F (104872.290000 sec): 3 clusters
  Score: Raw -3459448.230025 + Penalty 3429.375619 = -3456018.854405
  nChanged 2679
		SP:Iteration 4F (104872.760000 sec): 3 clusters
  Score: Raw -3461578.685481 + Penalty 3429.375619 = -3458149.309861
  nChanged 1729
		SP:Iteration 5Q (104873.220000 sec): 3 clusters
  Score: Raw -3462940.521859 + Penalty 3429.375619 = -3459511.146239
  nChanged 1359
		SP:Iteration 6Q (104873.730000 sec): 3 clusters
  Score: Raw -3463980.780998 + Penalty 3429.375619 = -3460551.405379
  nChanged 1207
		SP:Iteration 7Q (104874.240000 sec): 3 clusters
  Score: Raw -3464829.057887 + Penalty 3429.375619 = -3461399.682268
  nChanged 1068
		SP:Iteration 8Q (104874.750000 sec): 3 clusters
  Score: Raw -3465543.093586 + Penalty 3429.375619 = -3462113.717966
  nChanged 1054
		SP:Iteration 9Q (104875.260000 sec): 3 clusters
  Score: Raw -3466203.774641 + Penalty 3429.375619 = -3462774.399022
  nChanged 1072
		SP:Iteration 10Q (104875.660000 sec): 3 clusters
  Score: Raw -3466838.805272 + Penalty 3429.375619 = -3463409.429653
  nChanged 1000
		SP:Iteration 11Q (104876.160000 sec): 3 clusters
  Score: Raw -3467355.190749 + Penalty 3429.375619 = -3463925.815130
  nChanged 908
		SP:Iteration 12Q (104876.650000 sec): 3 clusters
  Score: Raw -3467782.265384 + Penalty 3429.375619 = -3464352.889765
  nChanged 840
		SP:Iteration 13Q (104877.120000 sec): 3 clusters
  Score: Raw -3468149.772061 + Penalty 3429.375619 = -3464720.396442
  nChanged 698
		SP:Iteration 14Q (104877.590000 sec): 3 clusters
  Score: Raw -3468426.084656 + Penalty 3429.375619 = -3464996.709037
  nChanged 614
		SP:Iteration 15Q (104878.100000 sec): 3 clusters
  Score: Raw -3468634.941768 + Penalty 3429.375619 = -3465205.566148
  nChanged 473
		SP:Iteration 16Q (104878.610000 sec): 3 clusters
  Score: Raw -3468773.751450 + Penalty 3429.375619 = -3465344.375831
  nChanged 408
		SP:Iteration 17Q (104879.130000 sec): 3 clusters
  Score: Raw -3468883.832141 + Penalty 3429.375619 = -3465454.456522
  nChanged 331
		SP:Iteration 18Q (104879.650000 sec): 3 clusters
  Score: Raw -3468966.491447 + Penalty 3429.375619 = -3465537.115828
  nChanged 299
		SP:Iteration 19Q (104880.150000 sec): 3 clusters
  Score: Raw -3469035.366839 + Penalty 3429.375619 = -3465605.991220
  nChanged 290
		SP:Iteration 20F (104880.630000 sec): 3 clusters
  Score: Raw -3469106.958089 + Penalty 3429.375619 = -3465677.582469
  nChanged 280
		SP:Iteration 21Q (104880.990000 sec): 3 clusters
  Score: Raw -3469177.239133 + Penalty 3429.375619 = -3465747.863513
  nChanged 249
		SP:Iteration 22Q (104881.360000 sec): 3 clusters
  Score: Raw -3469255.909214 + Penalty 3429.375619 = -3465826.533594
  nChanged 254
		SP:Iteration 23Q (104881.840000 sec): 3 clusters
  Score: Raw -3469358.942145 + Penalty 3429.375619 = -3465929.566526
  nChanged 237
		SP:Iteration 24Q (104882.350000 sec): 3 clusters
  Score: Raw -3469467.165233 + Penalty 3429.375619 = -3466037.789613
  nChanged 227
		SP:Iteration 25Q (104882.830000 sec): 3 clusters
  Score: Raw -3469578.251191 + Penalty 3429.375619 = -3466148.875572
  nChanged 216
		SP:Iteration 26Q (104883.300000 sec): 3 clusters
  Score: Raw -3469668.742051 + Penalty 3429.375619 = -3466239.366431
  nChanged 191
		SP:Iteration 27Q (104883.770000 sec): 3 clusters
  Score: Raw -3469723.156247 + Penalty 3429.375619 = -3466293.780628
  nChanged 146
		SP:Iteration 28Q (104884.240000 sec): 3 clusters
  Score: Raw -3469749.579320 + Penalty 3429.375619 = -3466320.203701
  nChanged 105
		SP:Iteration 29Q (104884.680000 sec): 3 clusters
  Score: Raw -3469765.004574 + Penalty 3429.375619 = -3466335.628954
  nChanged 86
		SP:Iteration 30Q (104885.190000 sec): 3 clusters
  Score: Raw -3469773.076521 + Penalty 3429.375619 = -3466343.700902
  nChanged 42
		SP:Iteration 31Q (104885.690000 sec): 3 clusters
  Score: Raw -3469775.772388 + Penalty 3429.375619 = -3466346.396769
  nChanged 28
		SP:Iteration 32Q (104886.160000 sec): 3 clusters
  Score: Raw -3469777.519336 + Penalty 3429.375619 = -3466348.143716
  nChanged 31
		SP:Iteration 33Q (104886.630000 sec): 3 clusters
  Score: Raw -3469780.161977 + Penalty 3429.375619 = -3466350.786358
  nChanged 30
		SP:Iteration 34Q (104887.110000 sec): 3 clusters
  Score: Raw -3469782.237994 + Penalty 3429.375619 = -3466352.862375
  nChanged 21
		SP:Iteration 35Q (104887.580000 sec): 3 clusters
  Score: Raw -3469783.386576 + Penalty 3429.375619 = -3466354.010956
  nChanged 11
		SP:Iteration 36Q (104888.050000 sec): 3 clusters
  Score: Raw -3469783.962145 + Penalty 3429.375619 = -3466354.586526
  nChanged 9
		SP:Iteration 37Q (104888.520000 sec): 3 clusters
  Score: Raw -3469784.418716 + Penalty 3429.375619 = -3466355.043097
  nChanged 9
		SP:Iteration 38Q (104889.030000 sec): 3 clusters
  Score: Raw -3469784.819873 + Penalty 3429.375619 = -3466355.444253
  nChanged 7
		SP:Iteration 39Q (104889.550000 sec): 3 clusters
  Score: Raw -3469785.210612 + Penalty 3429.375619 = -3466355.834993
  nChanged 5
		SP:Iteration 40F (104890.010000 sec): 3 clusters
  Score: Raw -3469785.381593 + Penalty 3429.375619 = -3466356.005974
  nChanged 1
		SP:Iteration 41Q (104890.480000 sec): 3 clusters
  Score: Raw -3469785.428898 + Penalty 3429.375619 = -3466356.053279
  nChanged 1
		SP:Iteration 42Q (104890.950000 sec): 3 clusters
  Score: Raw -3469785.465551 + Penalty 3429.375619 = -3466356.089932
  nChanged 0
		SP:Iteration 43F (104891.430000 sec): 3 clusters
  Score: Raw -3469785.465551 + Penalty 3429.375619 = -3466356.089932
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (18793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104891.610000 sec): 2 clusters
  Score: Raw -1350405.343553 + Penalty 1599.201458 = -1348806.142095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104891.940000 sec): 3 clusters
  Score: Raw -1339306.830920 + Penalty 3198.402915 = -1336108.428005
  nChanged 8478
		SP:Iteration 1F (104892.260000 sec): 3 clusters
  Score: Raw -1347355.719665 + Penalty 3198.402915 = -1344157.316750
  nChanged 2619
		SP:Iteration 2F (104892.590000 sec): 3 clusters
  Score: Raw -1351934.334561 + Penalty 3198.402915 = -1348735.931645
  nChanged 2187
		SP:Iteration 3F (104892.920000 sec): 3 clusters
  Score: Raw -1354932.620140 + Penalty 3198.402915 = -1351734.217225
  nChanged 1418
		SP:Iteration 4F (104893.250000 sec): 3 clusters
  Score: Raw -1356514.829314 + Penalty 3198.402915 = -1353316.426399
  nChanged 964
		SP:Iteration 5F (104893.580000 sec): 3 clusters
  Score: Raw -1357370.843635 + Penalty 3198.402915 = -1354172.440720
  nChanged 685
		SP:Iteration 6Q (104893.910000 sec): 3 clusters
  Score: Raw -1357903.196127 + Penalty 3198.402915 = -1354704.793212
  nChanged 537
		SP:Iteration 7Q (104894.280000 sec): 3 clusters
  Score: Raw -1358285.780156 + Penalty 3198.402915 = -1355087.377241
  nChanged 393
		SP:Iteration 8Q (104894.570000 sec): 3 clusters
  Score: Raw -1358494.824636 + Penalty 3198.402915 = -1355296.421721
  nChanged 275
		SP:Iteration 9Q (104894.900000 sec): 3 clusters
  Score: Raw -1358610.900384 + Penalty 3198.402915 = -1355412.497469
  nChanged 202
		SP:Iteration 10Q (104895.210000 sec): 3 clusters
  Score: Raw -1358700.271874 + Penalty 3198.402915 = -1355501.868959
  nChanged 181
		SP:Iteration 11Q (104895.500000 sec): 3 clusters
  Score: Raw -1358774.143190 + Penalty 3198.402915 = -1355575.740275
  nChanged 176
		SP:Iteration 12Q (104895.780000 sec): 3 clusters
  Score: Raw -1358861.454071 + Penalty 3198.402915 = -1355663.051156
  nChanged 184
		SP:Iteration 13Q (104896.090000 sec): 3 clusters
  Score: Raw -1358956.904610 + Penalty 3198.402915 = -1355758.501695
  nChanged 194
		SP:Iteration 14Q (104896.410000 sec): 3 clusters
  Score: Raw -1359069.372567 + Penalty 3198.402915 = -1355870.969652
  nChanged 189
		SP:Iteration 15Q (104896.690000 sec): 3 clusters
  Score: Raw -1359189.504827 + Penalty 3198.402915 = -1355991.101912
  nChanged 214
		SP:Iteration 16Q (104896.990000 sec): 3 clusters
  Score: Raw -1359322.902873 + Penalty 3198.402915 = -1356124.499958
  nChanged 215
		SP:Iteration 17Q (104897.360000 sec): 3 clusters
  Score: Raw -1359446.310861 + Penalty 3198.402915 = -1356247.907946
  nChanged 212
		SP:Iteration 18Q (104897.690000 sec): 3 clusters
  Score: Raw -1359566.186931 + Penalty 3198.402915 = -1356367.784015
  nChanged 222
		SP:Iteration 19Q (104897.970000 sec): 3 clusters
  Score: Raw -1359701.967877 + Penalty 3198.402915 = -1356503.564962
  nChanged 211
		SP:Iteration 20F (104898.300000 sec): 3 clusters
  Score: Raw -1359831.224065 + Penalty 3198.402915 = -1356632.821150
  nChanged 192
		SP:Iteration 21Q (104898.630000 sec): 3 clusters
  Score: Raw -1359954.772195 + Penalty 3198.402915 = -1356756.369280
  nChanged 186
		SP:Iteration 22Q (104898.880000 sec): 3 clusters
  Score: Raw -1360073.345742 + Penalty 3198.402915 = -1356874.942827
  nChanged 171
		SP:Iteration 23Q (104899.210000 sec): 3 clusters
  Score: Raw -1360155.744996 + Penalty 3198.402915 = -1356957.342081
  nChanged 125
		SP:Iteration 24Q (104899.540000 sec): 3 clusters
  Score: Raw -1360194.875252 + Penalty 3198.402915 = -1356996.472337
  nChanged 108
		SP:Iteration 25Q (104899.820000 sec): 3 clusters
  Score: Raw -1360224.366572 + Penalty 3198.402915 = -1357025.963657
  nChanged 69
		SP:Iteration 26Q (104900.090000 sec): 3 clusters
  Score: Raw -1360240.192750 + Penalty 3198.402915 = -1357041.789835
  nChanged 60
		SP:Iteration 27Q (104900.380000 sec): 3 clusters
  Score: Raw -1360253.126868 + Penalty 3198.402915 = -1357054.723953
  nChanged 60
		SP:Iteration 28Q (104900.660000 sec): 3 clusters
  Score: Raw -1360262.630554 + Penalty 3198.402915 = -1357064.227638
  nChanged 44
		SP:Iteration 29Q (104900.940000 sec): 3 clusters
  Score: Raw -1360270.034611 + Penalty 3198.402915 = -1357071.631696
  nChanged 33
		SP:Iteration 30Q (104901.220000 sec): 3 clusters
  Score: Raw -1360273.843673 + Penalty 3198.402915 = -1357075.440758
  nChanged 28
		SP:Iteration 31Q (104901.510000 sec): 3 clusters
  Score: Raw -1360277.375534 + Penalty 3198.402915 = -1357078.972619
  nChanged 26
		SP:Iteration 32Q (104901.790000 sec): 3 clusters
  Score: Raw -1360280.648063 + Penalty 3198.402915 = -1357082.245148
  nChanged 23
		SP:Iteration 33Q (104902.070000 sec): 3 clusters
  Score: Raw -1360283.156673 + Penalty 3198.402915 = -1357084.753758
  nChanged 13
		SP:Iteration 34Q (104902.350000 sec): 3 clusters
  Score: Raw -1360284.816899 + Penalty 3198.402915 = -1357086.413983
  nChanged 17
		SP:Iteration 35Q (104902.590000 sec): 3 clusters
  Score: Raw -1360286.534405 + Penalty 3198.402915 = -1357088.131489
  nChanged 15
		SP:Iteration 36Q (104902.850000 sec): 3 clusters
  Score: Raw -1360287.766218 + Penalty 3198.402915 = -1357089.363302
  nChanged 13
		SP:Iteration 37Q (104903.180000 sec): 3 clusters
  Score: Raw -1360289.604792 + Penalty 3198.402915 = -1357091.201877
  nChanged 10
		SP:Iteration 38Q (104903.460000 sec): 3 clusters
  Score: Raw -1360290.351549 + Penalty 3198.402915 = -1357091.948634
  nChanged 4
		SP:Iteration 39Q (104903.740000 sec): 3 clusters
  Score: Raw -1360290.526263 + Penalty 3198.402915 = -1357092.123348
  nChanged 3
		SP:Iteration 40F (104904.070000 sec): 3 clusters
  Score: Raw -1360290.619003 + Penalty 3198.402915 = -1357092.216088
  nChanged 1
		SP:Iteration 41Q (104904.350000 sec): 3 clusters
  Score: Raw -1360290.660000 + Penalty 3198.402915 = -1357092.257085
  nChanged 5
		SP:Iteration 42Q (104904.660000 sec): 3 clusters
  Score: Raw -1360291.075578 + Penalty 3198.402915 = -1357092.672662
  nChanged 7
		SP:Iteration 43Q (104904.980000 sec): 3 clusters
  Score: Raw -1360291.636955 + Penalty 3198.402915 = -1357093.234040
  nChanged 10
		SP:Iteration 44Q (104905.300000 sec): 3 clusters
  Score: Raw -1360292.391228 + Penalty 3198.402915 = -1357093.988313
  nChanged 8
		SP:Iteration 45Q (104905.610000 sec): 3 clusters
  Score: Raw -1360292.883639 + Penalty 3198.402915 = -1357094.480723
  nChanged 6
		SP:Iteration 46Q (104905.890000 sec): 3 clusters
  Score: Raw -1360293.307482 + Penalty 3198.402915 = -1357094.904567
  nChanged 8
		SP:Iteration 47Q (104906.190000 sec): 3 clusters
  Score: Raw -1360294.023696 + Penalty 3198.402915 = -1357095.620781
  nChanged 9
		SP:Iteration 48Q (104906.520000 sec): 3 clusters
  Score: Raw -1360294.844309 + Penalty 3198.402915 = -1357096.441393
  nChanged 13
		SP:Iteration 49Q (104906.810000 sec): 3 clusters
  Score: Raw -1360296.712223 + Penalty 3198.402915 = -1357098.309308
  nChanged 18
		SP:Iteration 50Q (104907.070000 sec): 3 clusters
  Score: Raw -1360298.699155 + Penalty 3198.402915 = -1357100.296240
  nChanged 26
		SP:Iteration 51Q (104907.370000 sec): 3 clusters
  Score: Raw -1360301.752689 + Penalty 3198.402915 = -1357103.349774
  nChanged 24
		SP:Iteration 52Q (104907.660000 sec): 3 clusters
  Score: Raw -1360304.659228 + Penalty 3198.402915 = -1357106.256313
  nChanged 24
		SP:Iteration 53Q (104907.960000 sec): 3 clusters
  Score: Raw -1360307.454880 + Penalty 3198.402915 = -1357109.051965
  nChanged 28
		SP:Iteration 54Q (104908.260000 sec): 3 clusters
  Score: Raw -1360311.449462 + Penalty 3198.402915 = -1357113.046547
  nChanged 28
		SP:Iteration 55Q (104908.540000 sec): 3 clusters
  Score: Raw -1360317.260182 + Penalty 3198.402915 = -1357118.857267
  nChanged 33
		SP:Iteration 56Q (104908.820000 sec): 3 clusters
  Score: Raw -1360326.195761 + Penalty 3198.402915 = -1357127.792846
  nChanged 47
		SP:Iteration 57Q (104909.120000 sec): 3 clusters
  Score: Raw -1360341.506218 + Penalty 3198.402915 = -1357143.103303
  nChanged 63
		SP:Iteration 58Q (104909.400000 sec): 3 clusters
  Score: Raw -1360367.080511 + Penalty 3198.402915 = -1357168.677595
  nChanged 93
		SP:Iteration 59Q (104909.690000 sec): 3 clusters
  Score: Raw -1360443.632046 + Penalty 3198.402915 = -1357245.229130
  nChanged 166
		SP:Iteration 60F (104910.010000 sec): 3 clusters
  Score: Raw -1360689.044815 + Penalty 3198.402915 = -1357490.641899
  nChanged 244
		SP:Iteration 61Q (104910.300000 sec): 3 clusters
  Score: Raw -1361054.811990 + Penalty 3198.402915 = -1357856.409075
  nChanged 240
		SP:Iteration 62Q (104910.630000 sec): 3 clusters
  Score: Raw -1361245.118832 + Penalty 3198.402915 = -1358046.715917
  nChanged 169
		SP:Iteration 63Q (104910.950000 sec): 3 clusters
  Score: Raw -1361324.233852 + Penalty 3198.402915 = -1358125.830937
  nChanged 132
		SP:Iteration 64Q (104911.230000 sec): 3 clusters
  Score: Raw -1361367.127762 + Penalty 3198.402915 = -1358168.724847
  nChanged 88
		SP:Iteration 65Q (104911.520000 sec): 3 clusters
  Score: Raw -1361392.125640 + Penalty 3198.402915 = -1358193.722725
  nChanged 70
		SP:Iteration 66Q (104911.800000 sec): 3 clusters
  Score: Raw -1361405.360298 + Penalty 3198.402915 = -1358206.957383
  nChanged 47
		SP:Iteration 67Q (104912.080000 sec): 3 clusters
  Score: Raw -1361415.511978 + Penalty 3198.402915 = -1358217.109062
  nChanged 50
		SP:Iteration 68Q (104912.360000 sec): 3 clusters
  Score: Raw -1361427.257139 + Penalty 3198.402915 = -1358228.854223
  nChanged 51
		SP:Iteration 69Q (104912.630000 sec): 3 clusters
  Score: Raw -1361442.091807 + Penalty 3198.402915 = -1358243.688892
  nChanged 54
		SP:Iteration 70Q (104912.920000 sec): 3 clusters
  Score: Raw -1361462.784251 + Penalty 3198.402915 = -1358264.381336
  nChanged 53
		SP:Iteration 71Q (104913.200000 sec): 3 clusters
  Score: Raw -1361489.489715 + Penalty 3198.402915 = -1358291.086800
  nChanged 61
		SP:Iteration 72Q (104913.480000 sec): 3 clusters
  Score: Raw -1361523.998775 + Penalty 3198.402915 = -1358325.595860
  nChanged 77
		SP:Iteration 73Q (104913.760000 sec): 3 clusters
  Score: Raw -1361593.923230 + Penalty 3198.402915 = -1358395.520315
  nChanged 111
		SP:Iteration 74Q (104914.040000 sec): 3 clusters
  Score: Raw -1361704.551047 + Penalty 3198.402915 = -1358506.148132
  nChanged 128
		SP:Iteration 75Q (104914.320000 sec): 3 clusters
  Score: Raw -1361806.792781 + Penalty 3198.402915 = -1358608.389866
  nChanged 114
		SP:Iteration 76Q (104914.600000 sec): 3 clusters
  Score: Raw -1361893.100750 + Penalty 3198.402915 = -1358694.697835
  nChanged 129
		SP:Iteration 77Q (104914.890000 sec): 3 clusters
  Score: Raw -1361968.279454 + Penalty 3198.402915 = -1358769.876539
  nChanged 106
		SP:Iteration 78Q (104915.170000 sec): 3 clusters
  Score: Raw -1362024.718033 + Penalty 3198.402915 = -1358826.315118
  nChanged 84
		SP:Iteration 79Q (104915.440000 sec): 3 clusters
  Score: Raw -1362058.994777 + Penalty 3198.402915 = -1358860.591862
  nChanged 71
		SP:Iteration 80F (104915.770000 sec): 3 clusters
  Score: Raw -1362081.591696 + Penalty 3198.402915 = -1358883.188781
  nChanged 53
		SP:Iteration 81Q (104916.050000 sec): 3 clusters
  Score: Raw -1362098.216635 + Penalty 3198.402915 = -1358899.813720
  nChanged 58
		SP:Iteration 82Q (104916.340000 sec): 3 clusters
  Score: Raw -1362113.813057 + Penalty 3198.402915 = -1358915.410142
  nChanged 44
		SP:Iteration 83Q (104916.600000 sec): 3 clusters
  Score: Raw -1362123.257785 + Penalty 3198.402915 = -1358924.854870
  nChanged 45
		SP:Iteration 84Q (104916.890000 sec): 3 clusters
  Score: Raw -1362133.282220 + Penalty 3198.402915 = -1358934.879305
  nChanged 34
		SP:Iteration 85Q (104917.200000 sec): 3 clusters
  Score: Raw -1362137.329190 + Penalty 3198.402915 = -1358938.926275
  nChanged 23
		SP:Iteration 86Q (104917.440000 sec): 3 clusters
  Score: Raw -1362140.305600 + Penalty 3198.402915 = -1358941.902685
  nChanged 24
		SP:Iteration 87Q (104917.740000 sec): 3 clusters
  Score: Raw -1362143.449271 + Penalty 3198.402915 = -1358945.046356
  nChanged 21
		SP:Iteration 88Q (104918.020000 sec): 3 clusters
  Score: Raw -1362145.552882 + Penalty 3198.402915 = -1358947.149967
  nChanged 22
		SP:Iteration 89Q (104918.300000 sec): 3 clusters
  Score: Raw -1362147.480306 + Penalty 3198.402915 = -1358949.077391
  nChanged 16
		SP:Iteration 90Q (104918.580000 sec): 3 clusters
  Score: Raw -1362148.896211 + Penalty 3198.402915 = -1358950.493296
  nChanged 9
		SP:Iteration 91Q (104918.910000 sec): 3 clusters
  Score: Raw -1362150.013309 + Penalty 3198.402915 = -1358951.610394
  nChanged 10
		SP:Iteration 92Q (104919.230000 sec): 3 clusters
  Score: Raw -1362151.851295 + Penalty 3198.402915 = -1358953.448379
  nChanged 12
		SP:Iteration 93Q (104919.550000 sec): 3 clusters
  Score: Raw -1362154.683731 + Penalty 3198.402915 = -1358956.280816
  nChanged 28
		SP:Iteration 94Q (104919.870000 sec): 3 clusters
  Score: Raw -1362159.018793 + Penalty 3198.402915 = -1358960.615878
  nChanged 27
		SP:Iteration 95Q (104920.190000 sec): 3 clusters
  Score: Raw -1362163.231448 + Penalty 3198.402915 = -1358964.828533
  nChanged 29
		SP:Iteration 96Q (104920.480000 sec): 3 clusters
  Score: Raw -1362168.862207 + Penalty 3198.402915 = -1358970.459292
  nChanged 41
		SP:Iteration 97Q (104920.760000 sec): 3 clusters
  Score: Raw -1362179.439731 + Penalty 3198.402915 = -1358981.036816
  nChanged 48
		SP:Iteration 98Q (104921.040000 sec): 3 clusters
  Score: Raw -1362193.874839 + Penalty 3198.402915 = -1358995.471924
  nChanged 65
		SP:Iteration 99Q (104921.280000 sec): 3 clusters
  Score: Raw -1362223.681992 + Penalty 3198.402915 = -1359025.279077
  nChanged 104
		SP:Iteration 100F (104921.660000 sec): 3 clusters
  Score: Raw -1362337.264493 + Penalty 3198.402915 = -1359138.861577
  nChanged 209
		SP:Iteration 101Q (104921.910000 sec): 3 clusters
  Score: Raw -1362747.892958 + Penalty 3198.402915 = -1359549.490043
  nChanged 341
		SP:Iteration 102Q (104922.280000 sec): 3 clusters
  Score: Raw -1363279.981003 + Penalty 3198.402915 = -1360081.578087
  nChanged 276
		SP:Iteration 103Q (104922.520000 sec): 3 clusters
  Score: Raw -1363481.445060 + Penalty 3198.402915 = -1360283.042145
  nChanged 126
		SP:Iteration 104Q (104922.850000 sec): 3 clusters
  Score: Raw -1363540.965598 + Penalty 3198.402915 = -1360342.562682
  nChanged 65
		SP:Iteration 105Q (104923.180000 sec): 3 clusters
  Score: Raw -1363553.451190 + Penalty 3198.402915 = -1360355.048275
  nChanged 31
		SP:Iteration 106Q (104923.500000 sec): 3 clusters
  Score: Raw -1363556.230992 + Penalty 3198.402915 = -1360357.828077
  nChanged 15
		SP:Iteration 107Q (104923.850000 sec): 3 clusters
  Score: Raw -1363557.357423 + Penalty 3198.402915 = -1360358.954508
  nChanged 8
		SP:Iteration 108Q (104924.180000 sec): 3 clusters
  Score: Raw -1363557.778534 + Penalty 3198.402915 = -1360359.375618
  nChanged 8
		SP:Iteration 109Q (104924.460000 sec): 3 clusters
  Score: Raw -1363558.244027 + Penalty 3198.402915 = -1360359.841112
  nChanged 3
		SP:Iteration 110Q (104924.780000 sec): 3 clusters
  Score: Raw -1363558.470973 + Penalty 3198.402915 = -1360360.068058
  nChanged 1
		SP:Iteration 111Q (104925.070000 sec): 3 clusters
  Score: Raw -1363558.525536 + Penalty 3198.402915 = -1360360.122621
  nChanged 0
		SP:Iteration 112F (104925.390000 sec): 3 clusters
  Score: Raw -1363558.820262 + Penalty 3198.402915 = -1360360.417347
  nChanged 1
		SP:Iteration 113Q (104925.680000 sec): 3 clusters
  Score: Raw -1363559.467979 + Penalty 3198.402915 = -1360361.065064
  nChanged 1
		SP:Iteration 114Q (104925.960000 sec): 3 clusters
  Score: Raw -1363559.515176 + Penalty 3198.402915 = -1360361.112260
  nChanged 1
		SP:Iteration 115Q (104926.240000 sec): 3 clusters
  Score: Raw -1363559.568962 + Penalty 3198.402915 = -1360361.166047
  nChanged 0
		SP:Iteration 116F (104926.570000 sec): 3 clusters
  Score: Raw -1363559.568962 + Penalty 3198.402915 = -1360361.166047
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (29145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104926.820000 sec): 2 clusters
  Score: Raw -2288806.648178 + Penalty 1670.506281 = -2287136.141897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104927.270000 sec): 3 clusters
  Score: Raw -2271024.253627 + Penalty 3341.012561 = -2267683.241066
  nChanged 13446
		SP:Iteration 1F (104927.730000 sec): 3 clusters
  Score: Raw -2282166.851591 + Penalty 3341.012561 = -2278825.839030
  nChanged 3102
		SP:Iteration 2F (104928.190000 sec): 3 clusters
  Score: Raw -2285427.071791 + Penalty 3341.012561 = -2282086.059229
  nChanged 2559
		SP:Iteration 3F (104928.640000 sec): 3 clusters
  Score: Raw -2287509.617653 + Penalty 3341.012561 = -2284168.605091
  nChanged 1912
		SP:Iteration 4F (104929.130000 sec): 3 clusters
  Score: Raw -2288709.579644 + Penalty 3341.012561 = -2285368.567083
  nChanged 1462
		SP:Iteration 5F (104929.510000 sec): 3 clusters
  Score: Raw -2289577.601212 + Penalty 3341.012561 = -2286236.588650
  nChanged 1199
		SP:Iteration 6Q (104929.930000 sec): 3 clusters
  Score: Raw -2290316.594221 + Penalty 3341.012561 = -2286975.581659
  nChanged 1168
		SP:Iteration 7Q (104930.380000 sec): 3 clusters
  Score: Raw -2291080.521550 + Penalty 3341.012561 = -2287739.508988
  nChanged 1175
		SP:Iteration 8Q (104930.830000 sec): 3 clusters
  Score: Raw -2291885.271164 + Penalty 3341.012561 = -2288544.258603
  nChanged 1170
		SP:Iteration 9Q (104931.290000 sec): 3 clusters
  Score: Raw -2292783.762659 + Penalty 3341.012561 = -2289442.750098
  nChanged 1148
		SP:Iteration 10Q (104931.700000 sec): 3 clusters
  Score: Raw -2293590.736165 + Penalty 3341.012561 = -2290249.723603
  nChanged 1100
		SP:Iteration 11Q (104932.190000 sec): 3 clusters
  Score: Raw -2294314.389815 + Penalty 3341.012561 = -2290973.377253
  nChanged 1009
		SP:Iteration 12Q (104932.610000 sec): 3 clusters
  Score: Raw -2294986.476856 + Penalty 3341.012561 = -2291645.464295
  nChanged 933
		SP:Iteration 13Q (104933.070000 sec): 3 clusters
  Score: Raw -2295622.626871 + Penalty 3341.012561 = -2292281.614309
  nChanged 865
		SP:Iteration 14Q (104933.520000 sec): 3 clusters
  Score: Raw -2296144.888189 + Penalty 3341.012561 = -2292803.875628
  nChanged 714
		SP:Iteration 15Q (104933.980000 sec): 3 clusters
  Score: Raw -2296444.035465 + Penalty 3341.012561 = -2293103.022904
  nChanged 550
		SP:Iteration 16Q (104934.440000 sec): 3 clusters
  Score: Raw -2296611.376057 + Penalty 3341.012561 = -2293270.363496
  nChanged 380
		SP:Iteration 17Q (104934.900000 sec): 3 clusters
  Score: Raw -2296697.728707 + Penalty 3341.012561 = -2293356.716146
  nChanged 271
		SP:Iteration 18Q (104935.350000 sec): 3 clusters
  Score: Raw -2296741.395165 + Penalty 3341.012561 = -2293400.382603
  nChanged 194
		SP:Iteration 19Q (104935.810000 sec): 3 clusters
  Score: Raw -2296765.391503 + Penalty 3341.012561 = -2293424.378942
  nChanged 138
		SP:Iteration 20F (104936.270000 sec): 3 clusters
  Score: Raw -2296784.208691 + Penalty 3341.012561 = -2293443.196130
  nChanged 129
		SP:Iteration 21Q (104936.720000 sec): 3 clusters
  Score: Raw -2296796.575725 + Penalty 3341.012561 = -2293455.563164
  nChanged 93
		SP:Iteration 22Q (104937.180000 sec): 3 clusters
  Score: Raw -2296803.933762 + Penalty 3341.012561 = -2293462.921201
  nChanged 72
		SP:Iteration 23Q (104937.640000 sec): 3 clusters
  Score: Raw -2296810.257220 + Penalty 3341.012561 = -2293469.244658
  nChanged 66
		SP:Iteration 24Q (104938.050000 sec): 3 clusters
  Score: Raw -2296815.917668 + Penalty 3341.012561 = -2293474.905106
  nChanged 55
		SP:Iteration 25Q (104938.460000 sec): 3 clusters
  Score: Raw -2296820.893651 + Penalty 3341.012561 = -2293479.881090
  nChanged 58
		SP:Iteration 26Q (104938.870000 sec): 3 clusters
  Score: Raw -2296825.601972 + Penalty 3341.012561 = -2293484.589410
  nChanged 48
		SP:Iteration 27Q (104939.330000 sec): 3 clusters
  Score: Raw -2296829.662165 + Penalty 3341.012561 = -2293488.649603
  nChanged 47
		SP:Iteration 28Q (104939.790000 sec): 3 clusters
  Score: Raw -2296833.493293 + Penalty 3341.012561 = -2293492.480731
  nChanged 43
		SP:Iteration 29Q (104940.240000 sec): 3 clusters
  Score: Raw -2296836.438319 + Penalty 3341.012561 = -2293495.425758
  nChanged 45
		SP:Iteration 30Q (104940.700000 sec): 3 clusters
  Score: Raw -2296839.015493 + Penalty 3341.012561 = -2293498.002932
  nChanged 30
		SP:Iteration 31Q (104941.150000 sec): 3 clusters
  Score: Raw -2296841.109722 + Penalty 3341.012561 = -2293500.097161
  nChanged 38
		SP:Iteration 32Q (104941.610000 sec): 3 clusters
  Score: Raw -2296842.791248 + Penalty 3341.012561 = -2293501.778686
  nChanged 20
		SP:Iteration 33Q (104942.060000 sec): 3 clusters
  Score: Raw -2296843.547565 + Penalty 3341.012561 = -2293502.535004
  nChanged 15
		SP:Iteration 34Q (104942.520000 sec): 3 clusters
  Score: Raw -2296844.128738 + Penalty 3341.012561 = -2293503.116177
  nChanged 11
		SP:Iteration 35Q (104942.980000 sec): 3 clusters
  Score: Raw -2296844.459861 + Penalty 3341.012561 = -2293503.447300
  nChanged 6
		SP:Iteration 36Q (104943.430000 sec): 3 clusters
  Score: Raw -2296844.658268 + Penalty 3341.012561 = -2293503.645706
  nChanged 8
		SP:Iteration 37Q (104943.890000 sec): 3 clusters
  Score: Raw -2296844.913733 + Penalty 3341.012561 = -2293503.901171
  nChanged 5
		SP:Iteration 38Q (104944.340000 sec): 3 clusters
  Score: Raw -2296845.032790 + Penalty 3341.012561 = -2293504.020228
  nChanged 4
		SP:Iteration 39Q (104944.790000 sec): 3 clusters
  Score: Raw -2296845.189379 + Penalty 3341.012561 = -2293504.176818
  nChanged 9
		SP:Iteration 40F (104945.180000 sec): 3 clusters
  Score: Raw -2296845.472919 + Penalty 3341.012561 = -2293504.460357
  nChanged 6
		SP:Iteration 41Q (104945.550000 sec): 3 clusters
  Score: Raw -2296845.704056 + Penalty 3341.012561 = -2293504.691495
  nChanged 9
		SP:Iteration 42Q (104945.960000 sec): 3 clusters
  Score: Raw -2296846.289189 + Penalty 3341.012561 = -2293505.276627
  nChanged 13
		SP:Iteration 43Q (104946.380000 sec): 3 clusters
  Score: Raw -2296846.825387 + Penalty 3341.012561 = -2293505.812826
  nChanged 18
		SP:Iteration 44Q (104946.840000 sec): 3 clusters
  Score: Raw -2296847.695689 + Penalty 3341.012561 = -2293506.683128
  nChanged 15
		SP:Iteration 45Q (104947.290000 sec): 3 clusters
  Score: Raw -2296848.301837 + Penalty 3341.012561 = -2293507.289276
  nChanged 9
		SP:Iteration 46Q (104947.750000 sec): 3 clusters
  Score: Raw -2296848.744013 + Penalty 3341.012561 = -2293507.731452
  nChanged 10
		SP:Iteration 47Q (104948.210000 sec): 3 clusters
  Score: Raw -2296849.218793 + Penalty 3341.012561 = -2293508.206232
  nChanged 8
		SP:Iteration 48Q (104948.590000 sec): 3 clusters
  Score: Raw -2296849.468194 + Penalty 3341.012561 = -2293508.455633
  nChanged 5
		SP:Iteration 49Q (104948.950000 sec): 3 clusters
  Score: Raw -2296849.664071 + Penalty 3341.012561 = -2293508.651509
  nChanged 4
		SP:Iteration 50Q (104949.380000 sec): 3 clusters
  Score: Raw -2296849.859325 + Penalty 3341.012561 = -2293508.846764
  nChanged 3
		SP:Iteration 51Q (104949.790000 sec): 3 clusters
  Score: Raw -2296849.973350 + Penalty 3341.012561 = -2293508.960789
  nChanged 2
		SP:Iteration 52Q (104950.250000 sec): 3 clusters
  Score: Raw -2296850.040807 + Penalty 3341.012561 = -2293509.028245
  nChanged 4
		SP:Iteration 53Q (104950.700000 sec): 3 clusters
  Score: Raw -2296850.202193 + Penalty 3341.012561 = -2293509.189631
  nChanged 6
		SP:Iteration 54Q (104951.160000 sec): 3 clusters
  Score: Raw -2296850.368880 + Penalty 3341.012561 = -2293509.356318
  nChanged 4
		SP:Iteration 55Q (104951.580000 sec): 3 clusters
  Score: Raw -2296850.501178 + Penalty 3341.012561 = -2293509.488617
  nChanged 4
		SP:Iteration 56Q (104952.000000 sec): 3 clusters
  Score: Raw -2296850.609742 + Penalty 3341.012561 = -2293509.597181
  nChanged 2
		SP:Iteration 57Q (104952.410000 sec): 3 clusters
  Score: Raw -2296850.667988 + Penalty 3341.012561 = -2293509.655427
  nChanged 2
		SP:Iteration 58Q (104952.870000 sec): 3 clusters
  Score: Raw -2296850.703490 + Penalty 3341.012561 = -2293509.690928
  nChanged 1
		SP:Iteration 59Q (104953.320000 sec): 3 clusters
  Score: Raw -2296850.717227 + Penalty 3341.012561 = -2293509.704666
  nChanged 0
		SP:Iteration 60F (104953.780000 sec): 3 clusters
  Score: Raw -2296850.717227 + Penalty 3341.012561 = -2293509.704666
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (30425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104954.080000 sec): 2 clusters
  Score: Raw -2334968.258104 + Penalty 1677.490737 = -2333290.767367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104954.520000 sec): 3 clusters
  Score: Raw -2316358.796520 + Penalty 3354.981473 = -2313003.815046
  nChanged 14129
		SP:Iteration 1F (104954.930000 sec): 3 clusters
  Score: Raw -2329408.548507 + Penalty 3354.981473 = -2326053.567033
  nChanged 3868
		SP:Iteration 2F (104955.370000 sec): 3 clusters
  Score: Raw -2335055.506111 + Penalty 3354.981473 = -2331700.524638
  nChanged 3300
		SP:Iteration 3F (104955.820000 sec): 3 clusters
  Score: Raw -2339319.578276 + Penalty 3354.981473 = -2335964.596803
  nChanged 2244
		SP:Iteration 4F (104956.260000 sec): 3 clusters
  Score: Raw -2341265.794445 + Penalty 3354.981473 = -2337910.812972
  nChanged 1384
		SP:Iteration 5Q (104956.710000 sec): 3 clusters
  Score: Raw -2341960.263729 + Penalty 3354.981473 = -2338605.282256
  nChanged 842
		SP:Iteration 6Q (104957.160000 sec): 3 clusters
  Score: Raw -2342268.219576 + Penalty 3354.981473 = -2338913.238103
  nChanged 577
		SP:Iteration 7Q (104957.600000 sec): 3 clusters
  Score: Raw -2342476.241590 + Penalty 3354.981473 = -2339121.260117
  nChanged 512
		SP:Iteration 8Q (104958.050000 sec): 3 clusters
  Score: Raw -2342692.112367 + Penalty 3354.981473 = -2339337.130894
  nChanged 431
		SP:Iteration 9Q (104958.500000 sec): 3 clusters
  Score: Raw -2342936.718801 + Penalty 3354.981473 = -2339581.737327
  nChanged 461
		SP:Iteration 10Q (104958.940000 sec): 3 clusters
  Score: Raw -2343196.846240 + Penalty 3354.981473 = -2339841.864767
  nChanged 484
		SP:Iteration 11Q (104959.390000 sec): 3 clusters
  Score: Raw -2343403.149430 + Penalty 3354.981473 = -2340048.167956
  nChanged 459
		SP:Iteration 12Q (104959.830000 sec): 3 clusters
  Score: Raw -2343568.750019 + Penalty 3354.981473 = -2340213.768546
  nChanged 436
		SP:Iteration 13Q (104960.280000 sec): 3 clusters
  Score: Raw -2343701.767721 + Penalty 3354.981473 = -2340346.786248
  nChanged 384
		SP:Iteration 14Q (104960.720000 sec): 3 clusters
  Score: Raw -2343819.216829 + Penalty 3354.981473 = -2340464.235356
  nChanged 338
		SP:Iteration 15Q (104961.170000 sec): 3 clusters
  Score: Raw -2343916.033117 + Penalty 3354.981473 = -2340561.051643
  nChanged 306
		SP:Iteration 16Q (104961.620000 sec): 3 clusters
  Score: Raw -2343988.162406 + Penalty 3354.981473 = -2340633.180932
  nChanged 268
		SP:Iteration 17Q (104962.060000 sec): 3 clusters
  Score: Raw -2344037.287422 + Penalty 3354.981473 = -2340682.305948
  nChanged 201
		SP:Iteration 18Q (104962.510000 sec): 3 clusters
  Score: Raw -2344073.487980 + Penalty 3354.981473 = -2340718.506506
  nChanged 202
		SP:Iteration 19Q (104962.960000 sec): 3 clusters
  Score: Raw -2344107.802772 + Penalty 3354.981473 = -2340752.821299
  nChanged 178
		SP:Iteration 20F (104963.400000 sec): 3 clusters
  Score: Raw -2344138.224347 + Penalty 3354.981473 = -2340783.242874
  nChanged 156
		SP:Iteration 21Q (104963.850000 sec): 3 clusters
  Score: Raw -2344168.825691 + Penalty 3354.981473 = -2340813.844218
  nChanged 170
		SP:Iteration 22Q (104964.300000 sec): 3 clusters
  Score: Raw -2344200.304495 + Penalty 3354.981473 = -2340845.323021
  nChanged 169
		SP:Iteration 23Q (104964.750000 sec): 3 clusters
  Score: Raw -2344228.524541 + Penalty 3354.981473 = -2340873.543068
  nChanged 154
		SP:Iteration 24Q (104965.190000 sec): 3 clusters
  Score: Raw -2344253.049591 + Penalty 3354.981473 = -2340898.068118
  nChanged 121
		SP:Iteration 25Q (104965.630000 sec): 3 clusters
  Score: Raw -2344271.194162 + Penalty 3354.981473 = -2340916.212689
  nChanged 117
		SP:Iteration 26Q (104966.040000 sec): 3 clusters
  Score: Raw -2344287.592814 + Penalty 3354.981473 = -2340932.611341
  nChanged 117
		SP:Iteration 27Q (104966.450000 sec): 3 clusters
  Score: Raw -2344301.430826 + Penalty 3354.981473 = -2340946.449353
  nChanged 89
		SP:Iteration 28Q (104966.860000 sec): 3 clusters
  Score: Raw -2344311.480302 + Penalty 3354.981473 = -2340956.498829
  nChanged 89
		SP:Iteration 29Q (104967.270000 sec): 3 clusters
  Score: Raw -2344320.062718 + Penalty 3354.981473 = -2340965.081245
  nChanged 63
		SP:Iteration 30Q (104967.780000 sec): 3 clusters
  Score: Raw -2344325.128963 + Penalty 3354.981473 = -2340970.147490
  nChanged 60
		SP:Iteration 31Q (104968.190000 sec): 3 clusters
  Score: Raw -2344330.460838 + Penalty 3354.981473 = -2340975.479365
  nChanged 64
		SP:Iteration 32Q (104968.640000 sec): 3 clusters
  Score: Raw -2344336.527610 + Penalty 3354.981473 = -2340981.546137
  nChanged 61
		SP:Iteration 33Q (104969.080000 sec): 3 clusters
  Score: Raw -2344340.561407 + Penalty 3354.981473 = -2340985.579934
  nChanged 48
		SP:Iteration 34Q (104969.530000 sec): 3 clusters
  Score: Raw -2344343.836916 + Penalty 3354.981473 = -2340988.855443
  nChanged 37
		SP:Iteration 35Q (104969.960000 sec): 3 clusters
  Score: Raw -2344346.563066 + Penalty 3354.981473 = -2340991.581593
  nChanged 33
		SP:Iteration 36Q (104970.410000 sec): 3 clusters
  Score: Raw -2344348.427631 + Penalty 3354.981473 = -2340993.446158
  nChanged 27
		SP:Iteration 37Q (104970.850000 sec): 3 clusters
  Score: Raw -2344350.265587 + Penalty 3354.981473 = -2340995.284114
  nChanged 32
		SP:Iteration 38Q (104971.300000 sec): 3 clusters
  Score: Raw -2344352.004164 + Penalty 3354.981473 = -2340997.022691
  nChanged 23
		SP:Iteration 39Q (104971.740000 sec): 3 clusters
  Score: Raw -2344353.624412 + Penalty 3354.981473 = -2340998.642938
  nChanged 24
		SP:Iteration 40F (104972.230000 sec): 3 clusters
  Score: Raw -2344355.262294 + Penalty 3354.981473 = -2341000.280821
  nChanged 27
		SP:Iteration 41Q (104972.680000 sec): 3 clusters
  Score: Raw -2344356.833721 + Penalty 3354.981473 = -2341001.852248
  nChanged 23
		SP:Iteration 42Q (104973.120000 sec): 3 clusters
  Score: Raw -2344358.267217 + Penalty 3354.981473 = -2341003.285743
  nChanged 9
		SP:Iteration 43Q (104973.560000 sec): 3 clusters
  Score: Raw -2344358.907611 + Penalty 3354.981473 = -2341003.926138
  nChanged 10
		SP:Iteration 44Q (104974.000000 sec): 3 clusters
  Score: Raw -2344359.677243 + Penalty 3354.981473 = -2341004.695770
  nChanged 15
		SP:Iteration 45Q (104974.410000 sec): 3 clusters
  Score: Raw -2344360.718493 + Penalty 3354.981473 = -2341005.737019
  nChanged 18
		SP:Iteration 46Q (104974.850000 sec): 3 clusters
  Score: Raw -2344361.712860 + Penalty 3354.981473 = -2341006.731387
  nChanged 15
		SP:Iteration 47Q (104975.300000 sec): 3 clusters
  Score: Raw -2344362.533403 + Penalty 3354.981473 = -2341007.551929
  nChanged 14
		SP:Iteration 48Q (104975.740000 sec): 3 clusters
  Score: Raw -2344363.142256 + Penalty 3354.981473 = -2341008.160782
  nChanged 10
		SP:Iteration 49Q (104976.190000 sec): 3 clusters
  Score: Raw -2344363.747657 + Penalty 3354.981473 = -2341008.766184
  nChanged 13
		SP:Iteration 50Q (104976.630000 sec): 3 clusters
  Score: Raw -2344364.266852 + Penalty 3354.981473 = -2341009.285379
  nChanged 12
		SP:Iteration 51Q (104977.080000 sec): 3 clusters
  Score: Raw -2344364.609802 + Penalty 3354.981473 = -2341009.628328
  nChanged 6
		SP:Iteration 52Q (104977.530000 sec): 3 clusters
  Score: Raw -2344364.950527 + Penalty 3354.981473 = -2341009.969053
  nChanged 9
		SP:Iteration 53Q (104977.980000 sec): 3 clusters
  Score: Raw -2344365.166851 + Penalty 3354.981473 = -2341010.185378
  nChanged 5
		SP:Iteration 54Q (104978.430000 sec): 3 clusters
  Score: Raw -2344365.426038 + Penalty 3354.981473 = -2341010.444564
  nChanged 4
		SP:Iteration 55Q (104978.870000 sec): 3 clusters
  Score: Raw -2344365.666722 + Penalty 3354.981473 = -2341010.685249
  nChanged 7
		SP:Iteration 56Q (104979.320000 sec): 3 clusters
  Score: Raw -2344365.922113 + Penalty 3354.981473 = -2341010.940639
  nChanged 5
		SP:Iteration 57Q (104979.770000 sec): 3 clusters
  Score: Raw -2344366.045431 + Penalty 3354.981473 = -2341011.063958
  nChanged 2
		SP:Iteration 58Q (104980.210000 sec): 3 clusters
  Score: Raw -2344366.099348 + Penalty 3354.981473 = -2341011.117875
  nChanged 0
		SP:Iteration 59F (104980.710000 sec): 3 clusters
  Score: Raw -2344366.099348 + Penalty 3354.981473 = -2341011.117875
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (75012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104981.350000 sec): 2 clusters
  Score: Raw -6783031.449961 + Penalty 1824.128049 = -6781207.321912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104982.120000 sec): 3 clusters
  Score: Raw -6734657.511334 + Penalty 3648.256098 = -6731009.255235
  nChanged 35695
		SP:Iteration 1F (104982.840000 sec): 3 clusters
  Score: Raw -6758844.291702 + Penalty 3648.256098 = -6755196.035603
  nChanged 7073
		SP:Iteration 2F (104983.560000 sec): 3 clusters
  Score: Raw -6766815.056893 + Penalty 3648.256098 = -6763166.800795
  nChanged 8319
		SP:Iteration 3F (104984.290000 sec): 3 clusters
  Score: Raw -6775616.609446 + Penalty 3648.256098 = -6771968.353348
  nChanged 6809
		SP:Iteration 4F (104984.970000 sec): 3 clusters
  Score: Raw -6781063.034025 + Penalty 3648.256098 = -6777414.777926
  nChanged 4603
		SP:Iteration 5F (104985.650000 sec): 3 clusters
  Score: Raw -6783911.874327 + Penalty 3648.256098 = -6780263.618228
  nChanged 3090
		SP:Iteration 6Q (104986.400000 sec): 3 clusters
  Score: Raw -6785614.281382 + Penalty 3648.256098 = -6781966.025284
  nChanged 2524
		SP:Iteration 7Q (104987.140000 sec): 3 clusters
  Score: Raw -6787028.877732 + Penalty 3648.256098 = -6783380.621633
  nChanged 2249
		SP:Iteration 8Q (104987.890000 sec): 3 clusters
  Score: Raw -6788274.586639 + Penalty 3648.256098 = -6784626.330541
  nChanged 2148
		SP:Iteration 9Q (104988.630000 sec): 3 clusters
  Score: Raw -6789446.555318 + Penalty 3648.256098 = -6785798.299220
  nChanged 2091
		SP:Iteration 10Q (104989.280000 sec): 3 clusters
  Score: Raw -6790490.233475 + Penalty 3648.256098 = -6786841.977377
  nChanged 1831
		SP:Iteration 11Q (104989.940000 sec): 3 clusters
  Score: Raw -6791273.155205 + Penalty 3648.256098 = -6787624.899107
  nChanged 1586
		SP:Iteration 12Q (104990.640000 sec): 3 clusters
  Score: Raw -6791837.037589 + Penalty 3648.256098 = -6788188.781491
  nChanged 1302
		SP:Iteration 13Q (104991.310000 sec): 3 clusters
  Score: Raw -6792228.029775 + Penalty 3648.256098 = -6788579.773677
  nChanged 1072
		SP:Iteration 14Q (104992.020000 sec): 3 clusters
  Score: Raw -6792500.673378 + Penalty 3648.256098 = -6788852.417280
  nChanged 914
		SP:Iteration 15Q (104992.680000 sec): 3 clusters
  Score: Raw -6792703.452645 + Penalty 3648.256098 = -6789055.196546
  nChanged 795
		SP:Iteration 16Q (104993.390000 sec): 3 clusters
  Score: Raw -6792855.594802 + Penalty 3648.256098 = -6789207.338704
  nChanged 657
		SP:Iteration 17Q (104994.050000 sec): 3 clusters
  Score: Raw -6792963.642381 + Penalty 3648.256098 = -6789315.386283
  nChanged 529
		SP:Iteration 18Q (104994.760000 sec): 3 clusters
  Score: Raw -6793036.065653 + Penalty 3648.256098 = -6789387.809555
  nChanged 431
		SP:Iteration 19Q (104995.460000 sec): 3 clusters
  Score: Raw -6793087.009298 + Penalty 3648.256098 = -6789438.753200
  nChanged 341
		SP:Iteration 20F (104996.160000 sec): 3 clusters
  Score: Raw -6793120.871382 + Penalty 3648.256098 = -6789472.615283
  nChanged 263
		SP:Iteration 21Q (104996.820000 sec): 3 clusters
  Score: Raw -6793143.096289 + Penalty 3648.256098 = -6789494.840191
  nChanged 222
		SP:Iteration 22Q (104997.490000 sec): 3 clusters
  Score: Raw -6793160.191271 + Penalty 3648.256098 = -6789511.935172
  nChanged 176
		SP:Iteration 23Q (104998.190000 sec): 3 clusters
  Score: Raw -6793171.781231 + Penalty 3648.256098 = -6789523.525133
  nChanged 166
		SP:Iteration 24Q (104998.850000 sec): 3 clusters
  Score: Raw -6793182.917855 + Penalty 3648.256098 = -6789534.661756
  nChanged 146
		SP:Iteration 25Q (104999.550000 sec): 3 clusters
  Score: Raw -6793192.208447 + Penalty 3648.256098 = -6789543.952349
  nChanged 111
		SP:Iteration 26Q (105000.210000 sec): 3 clusters
  Score: Raw -6793198.669162 + Penalty 3648.256098 = -6789550.413064
  nChanged 94
		SP:Iteration 27Q (105000.900000 sec): 3 clusters
  Score: Raw -6793203.991946 + Penalty 3648.256098 = -6789555.735847
  nChanged 91
		SP:Iteration 28Q (105001.580000 sec): 3 clusters
  Score: Raw -6793208.289047 + Penalty 3648.256098 = -6789560.032949
  nChanged 74
		SP:Iteration 29Q (105002.280000 sec): 3 clusters
  Score: Raw -6793211.870717 + Penalty 3648.256098 = -6789563.614619
  nChanged 62
		SP:Iteration 30Q (105002.890000 sec): 3 clusters
  Score: Raw -6793214.930331 + Penalty 3648.256098 = -6789566.674233
  nChanged 65
		SP:Iteration 31Q (105003.550000 sec): 3 clusters
  Score: Raw -6793217.533562 + Penalty 3648.256098 = -6789569.277464
  nChanged 58
		SP:Iteration 32Q (105004.210000 sec): 3 clusters
  Score: Raw -6793219.923928 + Penalty 3648.256098 = -6789571.667830
  nChanged 50
		SP:Iteration 33Q (105004.920000 sec): 3 clusters
  Score: Raw -6793222.106540 + Penalty 3648.256098 = -6789573.850441
  nChanged 47
		SP:Iteration 34Q (105005.630000 sec): 3 clusters
  Score: Raw -6793223.896810 + Penalty 3648.256098 = -6789575.640712
  nChanged 34
		SP:Iteration 35Q (105006.290000 sec): 3 clusters
  Score: Raw -6793225.318872 + Penalty 3648.256098 = -6789577.062773
  nChanged 41
		SP:Iteration 36Q (105007.000000 sec): 3 clusters
  Score: Raw -6793226.739069 + Penalty 3648.256098 = -6789578.482970
  nChanged 34
		SP:Iteration 37Q (105007.710000 sec): 3 clusters
  Score: Raw -6793227.654885 + Penalty 3648.256098 = -6789579.398787
  nChanged 27
		SP:Iteration 38Q (105008.380000 sec): 3 clusters
  Score: Raw -6793228.476280 + Penalty 3648.256098 = -6789580.220181
  nChanged 23
		SP:Iteration 39Q (105009.080000 sec): 3 clusters
  Score: Raw -6793229.124932 + Penalty 3648.256098 = -6789580.868833
  nChanged 15
		SP:Iteration 40F (105009.700000 sec): 3 clusters
  Score: Raw -6793229.545635 + Penalty 3648.256098 = -6789581.289536
  nChanged 17
		SP:Iteration 41Q (105010.310000 sec): 3 clusters
  Score: Raw -6793230.124752 + Penalty 3648.256098 = -6789581.868654
  nChanged 16
		SP:Iteration 42Q (105011.020000 sec): 3 clusters
  Score: Raw -6793230.614668 + Penalty 3648.256098 = -6789582.358570
  nChanged 12
		SP:Iteration 43Q (105011.730000 sec): 3 clusters
  Score: Raw -6793230.949674 + Penalty 3648.256098 = -6789582.693575
  nChanged 16
		SP:Iteration 44Q (105012.440000 sec): 3 clusters
  Score: Raw -6793231.430159 + Penalty 3648.256098 = -6789583.174060
  nChanged 14
		SP:Iteration 45Q (105013.110000 sec): 3 clusters
  Score: Raw -6793231.776241 + Penalty 3648.256098 = -6789583.520142
  nChanged 8
		SP:Iteration 46Q (105013.820000 sec): 3 clusters
  Score: Raw -6793231.933963 + Penalty 3648.256098 = -6789583.677864
  nChanged 3
		SP:Iteration 47Q (105014.480000 sec): 3 clusters
  Score: Raw -6793231.994402 + Penalty 3648.256098 = -6789583.738303
  nChanged 2
		SP:Iteration 48Q (105015.200000 sec): 3 clusters
  Score: Raw -6793232.048055 + Penalty 3648.256098 = -6789583.791956
  nChanged 3
		SP:Iteration 49Q (105015.860000 sec): 3 clusters
  Score: Raw -6793232.111105 + Penalty 3648.256098 = -6789583.855006
  nChanged 2
		SP:Iteration 50Q (105016.580000 sec): 3 clusters
  Score: Raw -6793232.172105 + Penalty 3648.256098 = -6789583.916006
  nChanged 5
		SP:Iteration 51Q (105017.240000 sec): 3 clusters
  Score: Raw -6793232.290093 + Penalty 3648.256098 = -6789584.033995
  nChanged 4
		SP:Iteration 52Q (105017.950000 sec): 3 clusters
  Score: Raw -6793232.392093 + Penalty 3648.256098 = -6789584.135995
  nChanged 4
		SP:Iteration 53Q (105018.620000 sec): 3 clusters
  Score: Raw -6793232.489169 + Penalty 3648.256098 = -6789584.233071
  nChanged 3
		SP:Iteration 54Q (105019.330000 sec): 3 clusters
  Score: Raw -6793232.558511 + Penalty 3648.256098 = -6789584.302412
  nChanged 3
		SP:Iteration 55Q (105020.000000 sec): 3 clusters
  Score: Raw -6793232.626445 + Penalty 3648.256098 = -6789584.370346
  nChanged 4
		SP:Iteration 56Q (105020.640000 sec): 3 clusters
  Score: Raw -6793232.716111 + Penalty 3648.256098 = -6789584.460013
  nChanged 4
		SP:Iteration 57Q (105021.260000 sec): 3 clusters
  Score: Raw -6793232.803173 + Penalty 3648.256098 = -6789584.547074
  nChanged 5
		SP:Iteration 58Q (105021.940000 sec): 3 clusters
  Score: Raw -6793232.934366 + Penalty 3648.256098 = -6789584.678267
  nChanged 7
		SP:Iteration 59Q (105022.650000 sec): 3 clusters
  Score: Raw -6793233.114952 + Penalty 3648.256098 = -6789584.858853
  nChanged 8
		SP:Iteration 60F (105023.400000 sec): 3 clusters
  Score: Raw -6793233.304425 + Penalty 3648.256098 = -6789585.048327
  nChanged 6
		SP:Iteration 61Q (105024.110000 sec): 3 clusters
  Score: Raw -6793233.445556 + Penalty 3648.256098 = -6789585.189458
  nChanged 6
		SP:Iteration 62Q (105024.720000 sec): 3 clusters
  Score: Raw -6793233.611443 + Penalty 3648.256098 = -6789585.355345
  nChanged 9
		SP:Iteration 63Q (105025.380000 sec): 3 clusters
  Score: Raw -6793233.833632 + Penalty 3648.256098 = -6789585.577534
  nChanged 6
		SP:Iteration 64Q (105026.050000 sec): 3 clusters
  Score: Raw -6793233.975040 + Penalty 3648.256098 = -6789585.718941
  nChanged 5
		SP:Iteration 65Q (105026.760000 sec): 3 clusters
  Score: Raw -6793234.065406 + Penalty 3648.256098 = -6789585.809307
  nChanged 2
		SP:Iteration 66Q (105027.430000 sec): 3 clusters
  Score: Raw -6793234.110990 + Penalty 3648.256098 = -6789585.854891
  nChanged 2
		SP:Iteration 67Q (105028.130000 sec): 3 clusters
  Score: Raw -6793234.159546 + Penalty 3648.256098 = -6789585.903448
  nChanged 4
		SP:Iteration 68Q (105028.840000 sec): 3 clusters
  Score: Raw -6793234.242406 + Penalty 3648.256098 = -6789585.986307
  nChanged 3
		SP:Iteration 69Q (105029.450000 sec): 3 clusters
  Score: Raw -6793234.294151 + Penalty 3648.256098 = -6789586.038053
  nChanged 2
		SP:Iteration 70Q (105030.130000 sec): 3 clusters
  Score: Raw -6793234.336684 + Penalty 3648.256098 = -6789586.080586
  nChanged 3
		SP:Iteration 71Q (105030.840000 sec): 3 clusters
  Score: Raw -6793234.419182 + Penalty 3648.256098 = -6789586.163083
  nChanged 4
		SP:Iteration 72Q (105031.510000 sec): 3 clusters
  Score: Raw -6793234.508396 + Penalty 3648.256098 = -6789586.252298
  nChanged 4
		SP:Iteration 73Q (105032.230000 sec): 3 clusters
  Score: Raw -6793234.577498 + Penalty 3648.256098 = -6789586.321400
  nChanged 0
		SP:Iteration 74F (105032.930000 sec): 3 clusters
  Score: Raw -6793234.577498 + Penalty 3648.256098 = -6789586.321400
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (26658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105033.140000 sec): 2 clusters
  Score: Raw -2119672.238981 + Penalty 1656.012243 = -2118016.226738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105033.580000 sec): 3 clusters
  Score: Raw -2103383.742745 + Penalty 3312.024486 = -2100071.718259
  nChanged 12337
		SP:Iteration 1F (105033.930000 sec): 3 clusters
  Score: Raw -2113096.790510 + Penalty 3312.024486 = -2109784.766024
  nChanged 2834
		SP:Iteration 2F (105034.280000 sec): 3 clusters
  Score: Raw -2116158.574411 + Penalty 3312.024486 = -2112846.549925
  nChanged 2697
		SP:Iteration 3F (105034.710000 sec): 3 clusters
  Score: Raw -2118685.890511 + Penalty 3312.024486 = -2115373.866025
  nChanged 2159
		SP:Iteration 4F (105034.990000 sec): 3 clusters
  Score: Raw -2120459.473344 + Penalty 3312.024486 = -2117147.448858
  nChanged 1720
		SP:Iteration 5F (105035.390000 sec): 3 clusters
  Score: Raw -2121946.599768 + Penalty 3312.024486 = -2118634.575282
  nChanged 1441
		SP:Iteration 6F (105035.810000 sec): 3 clusters
  Score: Raw -2123106.028819 + Penalty 3312.024486 = -2119794.004333
  nChanged 1182
		SP:Iteration 7Q (105036.220000 sec): 3 clusters
  Score: Raw -2123843.484145 + Penalty 3312.024486 = -2120531.459659
  nChanged 978
		SP:Iteration 8Q (105036.560000 sec): 3 clusters
  Score: Raw -2124356.970831 + Penalty 3312.024486 = -2121044.946345
  nChanged 789
		SP:Iteration 9Q (105036.910000 sec): 3 clusters
  Score: Raw -2124690.918834 + Penalty 3312.024486 = -2121378.894348
  nChanged 607
		SP:Iteration 10Q (105037.260000 sec): 3 clusters
  Score: Raw -2124893.340188 + Penalty 3312.024486 = -2121581.315702
  nChanged 444
		SP:Iteration 11Q (105037.610000 sec): 3 clusters
  Score: Raw -2125019.009859 + Penalty 3312.024486 = -2121706.985373
  nChanged 360
		SP:Iteration 12Q (105037.950000 sec): 3 clusters
  Score: Raw -2125111.690157 + Penalty 3312.024486 = -2121799.665671
  nChanged 301
		SP:Iteration 13Q (105038.300000 sec): 3 clusters
  Score: Raw -2125186.268776 + Penalty 3312.024486 = -2121874.244290
  nChanged 278
		SP:Iteration 14Q (105038.650000 sec): 3 clusters
  Score: Raw -2125261.566535 + Penalty 3312.024486 = -2121949.542049
  nChanged 273
		SP:Iteration 15Q (105038.990000 sec): 3 clusters
  Score: Raw -2125330.767948 + Penalty 3312.024486 = -2122018.743462
  nChanged 245
		SP:Iteration 16Q (105039.340000 sec): 3 clusters
  Score: Raw -2125386.990334 + Penalty 3312.024486 = -2122074.965848
  nChanged 253
		SP:Iteration 17Q (105039.690000 sec): 3 clusters
  Score: Raw -2125447.659564 + Penalty 3312.024486 = -2122135.635078
  nChanged 249
		SP:Iteration 18Q (105040.040000 sec): 3 clusters
  Score: Raw -2125512.130818 + Penalty 3312.024486 = -2122200.106332
  nChanged 224
		SP:Iteration 19Q (105040.380000 sec): 3 clusters
  Score: Raw -2125564.537336 + Penalty 3312.024486 = -2122252.512850
  nChanged 206
		SP:Iteration 20F (105040.730000 sec): 3 clusters
  Score: Raw -2125622.826563 + Penalty 3312.024486 = -2122310.802077
  nChanged 235
		SP:Iteration 21Q (105041.080000 sec): 3 clusters
  Score: Raw -2125692.030078 + Penalty 3312.024486 = -2122380.005592
  nChanged 239
		SP:Iteration 22Q (105041.420000 sec): 3 clusters
  Score: Raw -2125767.321377 + Penalty 3312.024486 = -2122455.296891
  nChanged 231
		SP:Iteration 23Q (105041.770000 sec): 3 clusters
  Score: Raw -2125839.109750 + Penalty 3312.024486 = -2122527.085264
  nChanged 250
		SP:Iteration 24Q (105042.110000 sec): 3 clusters
  Score: Raw -2125917.928323 + Penalty 3312.024486 = -2122605.903837
  nChanged 263
		SP:Iteration 25Q (105042.460000 sec): 3 clusters
  Score: Raw -2126004.510177 + Penalty 3312.024486 = -2122692.485691
  nChanged 254
		SP:Iteration 26Q (105042.810000 sec): 3 clusters
  Score: Raw -2126088.633626 + Penalty 3312.024486 = -2122776.609140
  nChanged 257
		SP:Iteration 27Q (105043.150000 sec): 3 clusters
  Score: Raw -2126176.083564 + Penalty 3312.024486 = -2122864.059078
  nChanged 266
		SP:Iteration 28Q (105043.500000 sec): 3 clusters
  Score: Raw -2126293.667257 + Penalty 3312.024486 = -2122981.642771
  nChanged 265
		SP:Iteration 29Q (105043.850000 sec): 3 clusters
  Score: Raw -2126420.662635 + Penalty 3312.024486 = -2123108.638149
  nChanged 264
		SP:Iteration 30Q (105044.200000 sec): 3 clusters
  Score: Raw -2126566.670830 + Penalty 3312.024486 = -2123254.646344
  nChanged 267
		SP:Iteration 31Q (105044.540000 sec): 3 clusters
  Score: Raw -2126742.656856 + Penalty 3312.024486 = -2123430.632370
  nChanged 240
		SP:Iteration 32Q (105044.890000 sec): 3 clusters
  Score: Raw -2126853.151042 + Penalty 3312.024486 = -2123541.126556
  nChanged 197
		SP:Iteration 33Q (105045.230000 sec): 3 clusters
  Score: Raw -2126915.895062 + Penalty 3312.024486 = -2123603.870576
  nChanged 165
		SP:Iteration 34Q (105045.580000 sec): 3 clusters
  Score: Raw -2126955.959455 + Penalty 3312.024486 = -2123643.934969
  nChanged 155
		SP:Iteration 35Q (105045.930000 sec): 3 clusters
  Score: Raw -2126994.129693 + Penalty 3312.024486 = -2123682.105207
  nChanged 141
		SP:Iteration 36Q (105046.280000 sec): 3 clusters
  Score: Raw -2127026.776111 + Penalty 3312.024486 = -2123714.751625
  nChanged 108
		SP:Iteration 37Q (105046.630000 sec): 3 clusters
  Score: Raw -2127047.345968 + Penalty 3312.024486 = -2123735.321482
  nChanged 96
		SP:Iteration 38Q (105046.970000 sec): 3 clusters
  Score: Raw -2127062.196392 + Penalty 3312.024486 = -2123750.171906
  nChanged 80
		SP:Iteration 39Q (105047.330000 sec): 3 clusters
  Score: Raw -2127077.336837 + Penalty 3312.024486 = -2123765.312351
  nChanged 79
		SP:Iteration 40F (105047.670000 sec): 3 clusters
  Score: Raw -2127093.471052 + Penalty 3312.024486 = -2123781.446566
  nChanged 77
		SP:Iteration 41Q (105048.020000 sec): 3 clusters
  Score: Raw -2127107.768203 + Penalty 3312.024486 = -2123795.743717
  nChanged 81
		SP:Iteration 42Q (105048.370000 sec): 3 clusters
  Score: Raw -2127123.445638 + Penalty 3312.024486 = -2123811.421152
  nChanged 72
		SP:Iteration 43Q (105048.720000 sec): 3 clusters
  Score: Raw -2127135.152943 + Penalty 3312.024486 = -2123823.128457
  nChanged 78
		SP:Iteration 44Q (105049.070000 sec): 3 clusters
  Score: Raw -2127149.624356 + Penalty 3312.024486 = -2123837.599870
  nChanged 76
		SP:Iteration 45Q (105049.410000 sec): 3 clusters
  Score: Raw -2127163.643768 + Penalty 3312.024486 = -2123851.619282
  nChanged 70
		SP:Iteration 46Q (105049.760000 sec): 3 clusters
  Score: Raw -2127175.779936 + Penalty 3312.024486 = -2123863.755450
  nChanged 82
		SP:Iteration 47Q (105050.110000 sec): 3 clusters
  Score: Raw -2127193.332140 + Penalty 3312.024486 = -2123881.307654
  nChanged 84
		SP:Iteration 48Q (105050.460000 sec): 3 clusters
  Score: Raw -2127212.123808 + Penalty 3312.024486 = -2123900.099322
  nChanged 75
		SP:Iteration 49Q (105050.810000 sec): 3 clusters
  Score: Raw -2127228.065389 + Penalty 3312.024486 = -2123916.040903
  nChanged 64
		SP:Iteration 50Q (105051.150000 sec): 3 clusters
  Score: Raw -2127239.186858 + Penalty 3312.024486 = -2123927.162372
  nChanged 55
		SP:Iteration 51Q (105051.500000 sec): 3 clusters
  Score: Raw -2127250.496944 + Penalty 3312.024486 = -2123938.472458
  nChanged 53
		SP:Iteration 52Q (105051.850000 sec): 3 clusters
  Score: Raw -2127262.221759 + Penalty 3312.024486 = -2123950.197273
  nChanged 67
		SP:Iteration 53Q (105052.200000 sec): 3 clusters
  Score: Raw -2127277.945634 + Penalty 3312.024486 = -2123965.921148
  nChanged 73
		SP:Iteration 54Q (105052.550000 sec): 3 clusters
  Score: Raw -2127293.560886 + Penalty 3312.024486 = -2123981.536400
  nChanged 70
		SP:Iteration 55Q (105052.900000 sec): 3 clusters
  Score: Raw -2127307.168588 + Penalty 3312.024486 = -2123995.144102
  nChanged 74
		SP:Iteration 56Q (105053.250000 sec): 3 clusters
  Score: Raw -2127323.107343 + Penalty 3312.024486 = -2124011.082857
  nChanged 70
		SP:Iteration 57Q (105053.590000 sec): 3 clusters
  Score: Raw -2127339.730509 + Penalty 3312.024486 = -2124027.706023
  nChanged 83
		SP:Iteration 58Q (105053.940000 sec): 3 clusters
  Score: Raw -2127354.212876 + Penalty 3312.024486 = -2124042.188390
  nChanged 58
		SP:Iteration 59Q (105054.290000 sec): 3 clusters
  Score: Raw -2127363.773971 + Penalty 3312.024486 = -2124051.749485
  nChanged 38
		SP:Iteration 60F (105054.640000 sec): 3 clusters
  Score: Raw -2127369.373458 + Penalty 3312.024486 = -2124057.348973
  nChanged 43
		SP:Iteration 61Q (105055.030000 sec): 3 clusters
  Score: Raw -2127374.752977 + Penalty 3312.024486 = -2124062.728491
  nChanged 39
		SP:Iteration 62Q (105055.430000 sec): 3 clusters
  Score: Raw -2127380.991827 + Penalty 3312.024486 = -2124068.967341
  nChanged 42
		SP:Iteration 63Q (105055.810000 sec): 3 clusters
  Score: Raw -2127388.261930 + Penalty 3312.024486 = -2124076.237444
  nChanged 46
		SP:Iteration 64Q (105056.170000 sec): 3 clusters
  Score: Raw -2127394.742729 + Penalty 3312.024486 = -2124082.718243
  nChanged 50
		SP:Iteration 65Q (105056.510000 sec): 3 clusters
  Score: Raw -2127404.591028 + Penalty 3312.024486 = -2124092.566542
  nChanged 61
		SP:Iteration 66Q (105056.860000 sec): 3 clusters
  Score: Raw -2127416.199304 + Penalty 3312.024486 = -2124104.174818
  nChanged 55
		SP:Iteration 67Q (105057.210000 sec): 3 clusters
  Score: Raw -2127430.592927 + Penalty 3312.024486 = -2124118.568441
  nChanged 61
		SP:Iteration 68Q (105057.560000 sec): 3 clusters
  Score: Raw -2127444.849479 + Penalty 3312.024486 = -2124132.824993
  nChanged 82
		SP:Iteration 69Q (105057.910000 sec): 3 clusters
  Score: Raw -2127467.578408 + Penalty 3312.024486 = -2124155.553922
  nChanged 100
		SP:Iteration 70Q (105058.260000 sec): 3 clusters
  Score: Raw -2127497.644043 + Penalty 3312.024486 = -2124185.619557
  nChanged 104
		SP:Iteration 71Q (105058.610000 sec): 3 clusters
  Score: Raw -2127545.489993 + Penalty 3312.024486 = -2124233.465507
  nChanged 123
		SP:Iteration 72Q (105058.960000 sec): 3 clusters
  Score: Raw -2127615.456101 + Penalty 3312.024486 = -2124303.431615
  nChanged 162
		SP:Iteration 73Q (105059.310000 sec): 3 clusters
  Score: Raw -2127705.080966 + Penalty 3312.024486 = -2124393.056481
  nChanged 195
		SP:Iteration 74Q (105059.650000 sec): 3 clusters
  Score: Raw -2127817.598568 + Penalty 3312.024486 = -2124505.574082
  nChanged 203
		SP:Iteration 75Q (105060.000000 sec): 3 clusters
  Score: Raw -2127925.738301 + Penalty 3312.024486 = -2124613.713815
  nChanged 201
		SP:Iteration 76Q (105060.350000 sec): 3 clusters
  Score: Raw -2128016.104949 + Penalty 3312.024486 = -2124704.080463
  nChanged 171
		SP:Iteration 77Q (105060.700000 sec): 3 clusters
  Score: Raw -2128063.525152 + Penalty 3312.024486 = -2124751.500666
  nChanged 125
		SP:Iteration 78Q (105061.050000 sec): 3 clusters
  Score: Raw -2128088.014536 + Penalty 3312.024486 = -2124775.990050
  nChanged 79
		SP:Iteration 79Q (105061.400000 sec): 3 clusters
  Score: Raw -2128104.169849 + Penalty 3312.024486 = -2124792.145363
  nChanged 55
		SP:Iteration 80F (105061.750000 sec): 3 clusters
  Score: Raw -2128136.120186 + Penalty 3312.024486 = -2124824.095700
  nChanged 56
		SP:Iteration 81Q (105062.100000 sec): 3 clusters
  Score: Raw -2128149.150187 + Penalty 3312.024486 = -2124837.125701
  nChanged 45
		SP:Iteration 82Q (105062.440000 sec): 3 clusters
  Score: Raw -2128158.028534 + Penalty 3312.024486 = -2124846.004048
  nChanged 46
		SP:Iteration 83Q (105062.830000 sec): 3 clusters
  Score: Raw -2128163.302336 + Penalty 3312.024486 = -2124851.277850
  nChanged 35
		SP:Iteration 84Q (105063.180000 sec): 3 clusters
  Score: Raw -2128167.878523 + Penalty 3312.024486 = -2124855.854037
  nChanged 32
		SP:Iteration 85Q (105063.520000 sec): 3 clusters
  Score: Raw -2128171.197256 + Penalty 3312.024486 = -2124859.172770
  nChanged 23
		SP:Iteration 86Q (105063.870000 sec): 3 clusters
  Score: Raw -2128173.334615 + Penalty 3312.024486 = -2124861.310129
  nChanged 23
		SP:Iteration 87Q (105064.220000 sec): 3 clusters
  Score: Raw -2128174.838061 + Penalty 3312.024486 = -2124862.813575
  nChanged 13
		SP:Iteration 88Q (105064.520000 sec): 3 clusters
  Score: Raw -2128176.221252 + Penalty 3312.024486 = -2124864.196766
  nChanged 14
		SP:Iteration 89Q (105064.910000 sec): 3 clusters
  Score: Raw -2128177.593599 + Penalty 3312.024486 = -2124865.569113
  nChanged 16
		SP:Iteration 90Q (105065.260000 sec): 3 clusters
  Score: Raw -2128179.116974 + Penalty 3312.024486 = -2124867.092488
  nChanged 12
		SP:Iteration 91Q (105065.610000 sec): 3 clusters
  Score: Raw -2128180.975982 + Penalty 3312.024486 = -2124868.951496
  nChanged 13
		SP:Iteration 92Q (105065.960000 sec): 3 clusters
  Score: Raw -2128182.607208 + Penalty 3312.024486 = -2124870.582722
  nChanged 19
		SP:Iteration 93Q (105066.310000 sec): 3 clusters
  Score: Raw -2128184.119008 + Penalty 3312.024486 = -2124872.094522
  nChanged 14
		SP:Iteration 94Q (105066.660000 sec): 3 clusters
  Score: Raw -2128185.434548 + Penalty 3312.024486 = -2124873.410062
  nChanged 12
		SP:Iteration 95Q (105067.000000 sec): 3 clusters
  Score: Raw -2128186.844582 + Penalty 3312.024486 = -2124874.820096
  nChanged 17
		SP:Iteration 96Q (105067.350000 sec): 3 clusters
  Score: Raw -2128188.562678 + Penalty 3312.024486 = -2124876.538193
  nChanged 8
		SP:Iteration 97Q (105067.700000 sec): 3 clusters
  Score: Raw -2128189.244917 + Penalty 3312.024486 = -2124877.220431
  nChanged 6
		SP:Iteration 98Q (105068.050000 sec): 3 clusters
  Score: Raw -2128189.848109 + Penalty 3312.024486 = -2124877.823623
  nChanged 8
		SP:Iteration 99Q (105068.400000 sec): 3 clusters
  Score: Raw -2128190.127843 + Penalty 3312.024486 = -2124878.103358
  nChanged 3
		SP:Iteration 100F (105068.740000 sec): 3 clusters
  Score: Raw -2128190.335629 + Penalty 3312.024486 = -2124878.311143
  nChanged 2
		SP:Iteration 101Q (105069.100000 sec): 3 clusters
  Score: Raw -2128190.439274 + Penalty 3312.024486 = -2124878.414788
  nChanged 2
		SP:Iteration 102Q (105069.440000 sec): 3 clusters
  Score: Raw -2128190.566097 + Penalty 3312.024486 = -2124878.541611
  nChanged 1
		SP:Iteration 103Q (105069.820000 sec): 3 clusters
  Score: Raw -2128190.579996 + Penalty 3312.024486 = -2124878.555511
  nChanged 0
		SP:Iteration 104F (105070.230000 sec): 3 clusters
  Score: Raw -2128190.579996 + Penalty 3312.024486 = -2124878.555511
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (29107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105070.470000 sec): 2 clusters
  Score: Raw -2255926.856778 + Penalty 1670.294271 = -2254256.562508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105070.920000 sec): 3 clusters
  Score: Raw -2238079.561020 + Penalty 3340.588542 = -2234738.972479
  nChanged 13434
		SP:Iteration 1F (105071.300000 sec): 3 clusters
  Score: Raw -2247695.963634 + Penalty 3340.588542 = -2244355.375093
  nChanged 3090
		SP:Iteration 2F (105071.700000 sec): 3 clusters
  Score: Raw -2251417.416002 + Penalty 3340.588542 = -2248076.827461
  nChanged 3127
		SP:Iteration 3F (105072.110000 sec): 3 clusters
  Score: Raw -2255128.354605 + Penalty 3340.588542 = -2251787.766063
  nChanged 2628
		SP:Iteration 4F (105072.560000 sec): 3 clusters
  Score: Raw -2257463.306907 + Penalty 3340.588542 = -2254122.718366
  nChanged 1865
		SP:Iteration 5F (105072.970000 sec): 3 clusters
  Score: Raw -2258817.975158 + Penalty 3340.588542 = -2255477.386617
  nChanged 1432
		SP:Iteration 6Q (105073.380000 sec): 3 clusters
  Score: Raw -2259900.415056 + Penalty 3340.588542 = -2256559.826515
  nChanged 1233
		SP:Iteration 7Q (105073.750000 sec): 3 clusters
  Score: Raw -2260831.340483 + Penalty 3340.588542 = -2257490.751942
  nChanged 1017
		SP:Iteration 8Q (105074.160000 sec): 3 clusters
  Score: Raw -2261591.749560 + Penalty 3340.588542 = -2258251.161019
  nChanged 905
		SP:Iteration 9Q (105074.530000 sec): 3 clusters
  Score: Raw -2262197.209891 + Penalty 3340.588542 = -2258856.621350
  nChanged 797
		SP:Iteration 10Q (105074.940000 sec): 3 clusters
  Score: Raw -2262698.164477 + Penalty 3340.588542 = -2259357.575935
  nChanged 721
		SP:Iteration 11Q (105075.260000 sec): 3 clusters
  Score: Raw -2263034.104443 + Penalty 3340.588542 = -2259693.515901
  nChanged 549
		SP:Iteration 12Q (105075.660000 sec): 3 clusters
  Score: Raw -2263236.462747 + Penalty 3340.588542 = -2259895.874205
  nChanged 417
		SP:Iteration 13Q (105076.030000 sec): 3 clusters
  Score: Raw -2263361.120441 + Penalty 3340.588542 = -2260020.531899
  nChanged 330
		SP:Iteration 14Q (105076.440000 sec): 3 clusters
  Score: Raw -2263457.393702 + Penalty 3340.588542 = -2260116.805160
  nChanged 273
		SP:Iteration 15Q (105076.800000 sec): 3 clusters
  Score: Raw -2263539.109254 + Penalty 3340.588542 = -2260198.520712
  nChanged 253
		SP:Iteration 16Q (105077.210000 sec): 3 clusters
  Score: Raw -2263605.341272 + Penalty 3340.588542 = -2260264.752730
  nChanged 224
		SP:Iteration 17Q (105077.540000 sec): 3 clusters
  Score: Raw -2263667.783963 + Penalty 3340.588542 = -2260327.195421
  nChanged 229
		SP:Iteration 18Q (105077.910000 sec): 3 clusters
  Score: Raw -2263722.434005 + Penalty 3340.588542 = -2260381.845463
  nChanged 183
		SP:Iteration 19Q (105078.380000 sec): 3 clusters
  Score: Raw -2263755.201815 + Penalty 3340.588542 = -2260414.613273
  nChanged 155
		SP:Iteration 20F (105078.750000 sec): 3 clusters
  Score: Raw -2263839.563607 + Penalty 3340.588542 = -2260498.975066
  nChanged 144
		SP:Iteration 21Q (105079.090000 sec): 3 clusters
  Score: Raw -2263901.669394 + Penalty 3340.588542 = -2260561.080853
  nChanged 183
		SP:Iteration 22Q (105079.480000 sec): 3 clusters
  Score: Raw -2263956.811678 + Penalty 3340.588542 = -2260616.223136
  nChanged 175
		SP:Iteration 23Q (105079.890000 sec): 3 clusters
  Score: Raw -2263995.361119 + Penalty 3340.588542 = -2260654.772578
  nChanged 165
		SP:Iteration 24Q (105080.300000 sec): 3 clusters
  Score: Raw -2264022.589294 + Penalty 3340.588542 = -2260682.000752
  nChanged 114
		SP:Iteration 25Q (105080.620000 sec): 3 clusters
  Score: Raw -2264037.979365 + Penalty 3340.588542 = -2260697.390823
  nChanged 101
		SP:Iteration 26Q (105081.000000 sec): 3 clusters
  Score: Raw -2264050.821523 + Penalty 3340.588542 = -2260710.232981
  nChanged 86
		SP:Iteration 27Q (105081.410000 sec): 3 clusters
  Score: Raw -2264060.286050 + Penalty 3340.588542 = -2260719.697508
  nChanged 66
		SP:Iteration 28Q (105081.780000 sec): 3 clusters
  Score: Raw -2264066.119476 + Penalty 3340.588542 = -2260725.530934
  nChanged 57
		SP:Iteration 29Q (105082.190000 sec): 3 clusters
  Score: Raw -2264070.228113 + Penalty 3340.588542 = -2260729.639571
  nChanged 50
		SP:Iteration 30Q (105082.560000 sec): 3 clusters
  Score: Raw -2264074.107954 + Penalty 3340.588542 = -2260733.519413
  nChanged 44
		SP:Iteration 31Q (105082.960000 sec): 3 clusters
  Score: Raw -2264077.164326 + Penalty 3340.588542 = -2260736.575785
  nChanged 30
		SP:Iteration 32Q (105083.330000 sec): 3 clusters
  Score: Raw -2264079.241926 + Penalty 3340.588542 = -2260738.653385
  nChanged 23
		SP:Iteration 33Q (105083.740000 sec): 3 clusters
  Score: Raw -2264080.300147 + Penalty 3340.588542 = -2260739.711605
  nChanged 16
		SP:Iteration 34Q (105084.110000 sec): 3 clusters
  Score: Raw -2264081.076376 + Penalty 3340.588542 = -2260740.487835
  nChanged 19
		SP:Iteration 35Q (105084.520000 sec): 3 clusters
  Score: Raw -2264082.310369 + Penalty 3340.588542 = -2260741.721828
  nChanged 29
		SP:Iteration 36Q (105084.920000 sec): 3 clusters
  Score: Raw -2264083.818403 + Penalty 3340.588542 = -2260743.229861
  nChanged 16
		SP:Iteration 37Q (105085.290000 sec): 3 clusters
  Score: Raw -2264084.465481 + Penalty 3340.588542 = -2260743.876939
  nChanged 12
		SP:Iteration 38Q (105085.690000 sec): 3 clusters
  Score: Raw -2264084.801486 + Penalty 3340.588542 = -2260744.212944
  nChanged 6
		SP:Iteration 39Q (105086.000000 sec): 3 clusters
  Score: Raw -2264085.060300 + Penalty 3340.588542 = -2260744.471758
  nChanged 5
		SP:Iteration 40F (105086.430000 sec): 3 clusters
  Score: Raw -2264085.261207 + Penalty 3340.588542 = -2260744.672666
  nChanged 1
		SP:Iteration 41Q (105086.840000 sec): 3 clusters
  Score: Raw -2264085.296442 + Penalty 3340.588542 = -2260744.707901
  nChanged 2
		SP:Iteration 42Q (105087.240000 sec): 3 clusters
  Score: Raw -2264085.499020 + Penalty 3340.588542 = -2260744.910479
  nChanged 6
		SP:Iteration 43Q (105087.620000 sec): 3 clusters
  Score: Raw -2264085.916432 + Penalty 3340.588542 = -2260745.327890
  nChanged 6
		SP:Iteration 44Q (105088.030000 sec): 3 clusters
  Score: Raw -2264086.216759 + Penalty 3340.588542 = -2260745.628217
  nChanged 8
		SP:Iteration 45Q (105088.430000 sec): 3 clusters
  Score: Raw -2264086.423988 + Penalty 3340.588542 = -2260745.835447
  nChanged 3
		SP:Iteration 46Q (105088.840000 sec): 3 clusters
  Score: Raw -2264086.493631 + Penalty 3340.588542 = -2260745.905090
  nChanged 1
		SP:Iteration 47Q (105089.250000 sec): 3 clusters
  Score: Raw -2264086.522605 + Penalty 3340.588542 = -2260745.934064
  nChanged 1
		SP:Iteration 48Q (105089.620000 sec): 3 clusters
  Score: Raw -2264086.683035 + Penalty 3340.588542 = -2260746.094493
  nChanged 1
		SP:Iteration 49Q (105090.020000 sec): 3 clusters
  Score: Raw -2264086.736629 + Penalty 3340.588542 = -2260746.148087
  nChanged 2
		SP:Iteration 50Q (105090.420000 sec): 3 clusters
  Score: Raw -2264086.786889 + Penalty 3340.588542 = -2260746.198347
  nChanged 0
		SP:Iteration 51F (105090.800000 sec): 3 clusters
  Score: Raw -2264086.786889 + Penalty 3340.588542 = -2260746.198347
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (23951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105091.020000 sec): 2 clusters
  Score: Raw -1830212.448743 + Penalty 1638.611870 = -1828573.836873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105091.360000 sec): 3 clusters
  Score: Raw -1815854.637527 + Penalty 3277.223741 = -1812577.413786
  nChanged 10965
		SP:Iteration 1F (105091.720000 sec): 3 clusters
  Score: Raw -1825840.612591 + Penalty 3277.223741 = -1822563.388851
  nChanged 2876
		SP:Iteration 2F (105092.050000 sec): 3 clusters
  Score: Raw -1829478.831713 + Penalty 3277.223741 = -1826201.607972
  nChanged 2377
		SP:Iteration 3F (105092.380000 sec): 3 clusters
  Score: Raw -1831796.279819 + Penalty 3277.223741 = -1828519.056078
  nChanged 1707
		SP:Iteration 4F (105092.690000 sec): 3 clusters
  Score: Raw -1833030.936047 + Penalty 3277.223741 = -1829753.712307
  nChanged 1271
		SP:Iteration 5F (105092.990000 sec): 3 clusters
  Score: Raw -1833839.981349 + Penalty 3277.223741 = -1830562.757609
  nChanged 1024
		SP:Iteration 6Q (105093.300000 sec): 3 clusters
  Score: Raw -1834369.674246 + Penalty 3277.223741 = -1831092.450506
  nChanged 789
		SP:Iteration 7Q (105093.650000 sec): 3 clusters
  Score: Raw -1834708.082367 + Penalty 3277.223741 = -1831430.858626
  nChanged 640
		SP:Iteration 8Q (105093.940000 sec): 3 clusters
  Score: Raw -1834904.464878 + Penalty 3277.223741 = -1831627.241137
  nChanged 437
		SP:Iteration 9Q (105094.210000 sec): 3 clusters
  Score: Raw -1835006.113459 + Penalty 3277.223741 = -1831728.889719
  nChanged 299
		SP:Iteration 10Q (105094.500000 sec): 3 clusters
  Score: Raw -1835056.804825 + Penalty 3277.223741 = -1831779.581084
  nChanged 217
		SP:Iteration 11Q (105094.790000 sec): 3 clusters
  Score: Raw -1835085.481384 + Penalty 3277.223741 = -1831808.257643
  nChanged 165
		SP:Iteration 12Q (105095.120000 sec): 3 clusters
  Score: Raw -1835104.752931 + Penalty 3277.223741 = -1831827.529191
  nChanged 123
		SP:Iteration 13Q (105095.410000 sec): 3 clusters
  Score: Raw -1835117.757404 + Penalty 3277.223741 = -1831840.533663
  nChanged 109
		SP:Iteration 14Q (105095.690000 sec): 3 clusters
  Score: Raw -1835128.375826 + Penalty 3277.223741 = -1831851.152085
  nChanged 90
		SP:Iteration 15Q (105096.060000 sec): 3 clusters
  Score: Raw -1835135.942993 + Penalty 3277.223741 = -1831858.719253
  nChanged 67
		SP:Iteration 16Q (105096.420000 sec): 3 clusters
  Score: Raw -1835141.201368 + Penalty 3277.223741 = -1831863.977627
  nChanged 65
		SP:Iteration 17Q (105096.730000 sec): 3 clusters
  Score: Raw -1835146.949746 + Penalty 3277.223741 = -1831869.726005
  nChanged 62
		SP:Iteration 18Q (105097.070000 sec): 3 clusters
  Score: Raw -1835151.278121 + Penalty 3277.223741 = -1831874.054380
  nChanged 49
		SP:Iteration 19Q (105097.470000 sec): 3 clusters
  Score: Raw -1835155.173583 + Penalty 3277.223741 = -1831877.949842
  nChanged 51
		SP:Iteration 20F (105097.800000 sec): 3 clusters
  Score: Raw -1835159.324203 + Penalty 3277.223741 = -1831882.100463
  nChanged 45
		SP:Iteration 21Q (105098.060000 sec): 3 clusters
  Score: Raw -1835162.902830 + Penalty 3277.223741 = -1831885.679089
  nChanged 43
		SP:Iteration 22Q (105098.440000 sec): 3 clusters
  Score: Raw -1835165.434478 + Penalty 3277.223741 = -1831888.210738
  nChanged 32
		SP:Iteration 23Q (105098.830000 sec): 3 clusters
  Score: Raw -1835167.614243 + Penalty 3277.223741 = -1831890.390502
  nChanged 29
		SP:Iteration 24Q (105099.190000 sec): 3 clusters
  Score: Raw -1835169.683859 + Penalty 3277.223741 = -1831892.460119
  nChanged 33
		SP:Iteration 25Q (105099.520000 sec): 3 clusters
  Score: Raw -1835171.920324 + Penalty 3277.223741 = -1831894.696584
  nChanged 30
		SP:Iteration 26Q (105099.840000 sec): 3 clusters
  Score: Raw -1835174.366137 + Penalty 3277.223741 = -1831897.142396
  nChanged 33
		SP:Iteration 27Q (105100.210000 sec): 3 clusters
  Score: Raw -1835176.792465 + Penalty 3277.223741 = -1831899.568725
  nChanged 29
		SP:Iteration 28Q (105100.570000 sec): 3 clusters
  Score: Raw -1835179.204740 + Penalty 3277.223741 = -1831901.981000
  nChanged 28
		SP:Iteration 29Q (105100.860000 sec): 3 clusters
  Score: Raw -1835181.062838 + Penalty 3277.223741 = -1831903.839097
  nChanged 18
		SP:Iteration 30Q (105101.140000 sec): 3 clusters
  Score: Raw -1835182.095934 + Penalty 3277.223741 = -1831904.872193
  nChanged 15
		SP:Iteration 31Q (105101.450000 sec): 3 clusters
  Score: Raw -1835182.979458 + Penalty 3277.223741 = -1831905.755718
  nChanged 13
		SP:Iteration 32Q (105101.810000 sec): 3 clusters
  Score: Raw -1835184.020830 + Penalty 3277.223741 = -1831906.797090
  nChanged 19
		SP:Iteration 33Q (105102.170000 sec): 3 clusters
  Score: Raw -1835185.005870 + Penalty 3277.223741 = -1831907.782129
  nChanged 18
		SP:Iteration 34Q (105102.540000 sec): 3 clusters
  Score: Raw -1835185.996638 + Penalty 3277.223741 = -1831908.772898
  nChanged 18
		SP:Iteration 35Q (105102.890000 sec): 3 clusters
  Score: Raw -1835186.952847 + Penalty 3277.223741 = -1831909.729107
  nChanged 18
		SP:Iteration 36Q (105103.250000 sec): 3 clusters
  Score: Raw -1835187.900905 + Penalty 3277.223741 = -1831910.677164
  nChanged 14
		SP:Iteration 37Q (105103.610000 sec): 3 clusters
  Score: Raw -1835188.605426 + Penalty 3277.223741 = -1831911.381685
  nChanged 17
		SP:Iteration 38Q (105103.960000 sec): 3 clusters
  Score: Raw -1835189.808506 + Penalty 3277.223741 = -1831912.584765
  nChanged 12
		SP:Iteration 39Q (105104.320000 sec): 3 clusters
  Score: Raw -1835190.361114 + Penalty 3277.223741 = -1831913.137373
  nChanged 11
		SP:Iteration 40F (105104.680000 sec): 3 clusters
  Score: Raw -1835190.751176 + Penalty 3277.223741 = -1831913.527436
  nChanged 5
		SP:Iteration 41Q (105105.030000 sec): 3 clusters
  Score: Raw -1835190.929607 + Penalty 3277.223741 = -1831913.705867
  nChanged 4
		SP:Iteration 42Q (105105.390000 sec): 3 clusters
  Score: Raw -1835191.056852 + Penalty 3277.223741 = -1831913.833112
  nChanged 2
		SP:Iteration 43Q (105105.750000 sec): 3 clusters
  Score: Raw -1835191.080980 + Penalty 3277.223741 = -1831913.857239
  nChanged 0
		SP:Iteration 44F (105106.100000 sec): 3 clusters
  Score: Raw -1835191.080980 + Penalty 3277.223741 = -1831913.857239
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (42335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105106.460000 sec): 2 clusters
  Score: Raw -3305672.609957 + Penalty 1731.172535 = -3303941.437422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105107.060000 sec): 3 clusters
  Score: Raw -3279593.913987 + Penalty 3462.345070 = -3276131.568917
  nChanged 19827
		SP:Iteration 1F (105107.610000 sec): 3 clusters
  Score: Raw -3297903.879814 + Penalty 3462.345070 = -3294441.534744
  nChanged 5189
		SP:Iteration 2F (105108.120000 sec): 3 clusters
  Score: Raw -3304369.333728 + Penalty 3462.345070 = -3300906.988658
  nChanged 4237
		SP:Iteration 3F (105108.680000 sec): 3 clusters
  Score: Raw -3308181.838632 + Penalty 3462.345070 = -3304719.493562
  nChanged 2627
		SP:Iteration 4F (105109.190000 sec): 3 clusters
  Score: Raw -3309732.375859 + Penalty 3462.345070 = -3306270.030789
  nChanged 1638
		SP:Iteration 5Q (105109.740000 sec): 3 clusters
  Score: Raw -3310406.667496 + Penalty 3462.345070 = -3306944.322426
  nChanged 1063
		SP:Iteration 6Q (105110.280000 sec): 3 clusters
  Score: Raw -3310750.389951 + Penalty 3462.345070 = -3307288.044881
  nChanged 758
		SP:Iteration 7Q (105110.800000 sec): 3 clusters
  Score: Raw -3310953.959845 + Penalty 3462.345070 = -3307491.614775
  nChanged 579
		SP:Iteration 8Q (105111.350000 sec): 3 clusters
  Score: Raw -3311133.440166 + Penalty 3462.345070 = -3307671.095096
  nChanged 565
		SP:Iteration 9Q (105111.900000 sec): 3 clusters
  Score: Raw -3311340.787037 + Penalty 3462.345070 = -3307878.441967
  nChanged 535
		SP:Iteration 10Q (105112.410000 sec): 3 clusters
  Score: Raw -3311563.776005 + Penalty 3462.345070 = -3308101.430935
  nChanged 558
		SP:Iteration 11Q (105112.990000 sec): 3 clusters
  Score: Raw -3311840.098567 + Penalty 3462.345070 = -3308377.753497
  nChanged 603
		SP:Iteration 12Q (105113.540000 sec): 3 clusters
  Score: Raw -3312172.212724 + Penalty 3462.345070 = -3308709.867654
  nChanged 603
		SP:Iteration 13Q (105114.040000 sec): 3 clusters
  Score: Raw -3312574.333597 + Penalty 3462.345070 = -3309111.988527
  nChanged 663
		SP:Iteration 14Q (105114.590000 sec): 3 clusters
  Score: Raw -3312994.604484 + Penalty 3462.345070 = -3309532.259414
  nChanged 645
		SP:Iteration 15Q (105115.090000 sec): 3 clusters
  Score: Raw -3313287.492890 + Penalty 3462.345070 = -3309825.147820
  nChanged 537
		SP:Iteration 16Q (105115.640000 sec): 3 clusters
  Score: Raw -3313457.810702 + Penalty 3462.345070 = -3309995.465632
  nChanged 464
		SP:Iteration 17Q (105116.150000 sec): 3 clusters
  Score: Raw -3313604.540797 + Penalty 3462.345070 = -3310142.195727
  nChanged 429
		SP:Iteration 18Q (105116.700000 sec): 3 clusters
  Score: Raw -3313709.795540 + Penalty 3462.345070 = -3310247.450470
  nChanged 371
		SP:Iteration 19Q (105117.210000 sec): 3 clusters
  Score: Raw -3313788.195285 + Penalty 3462.345070 = -3310325.850215
  nChanged 297
		SP:Iteration 20F (105117.770000 sec): 3 clusters
  Score: Raw -3313846.480577 + Penalty 3462.345070 = -3310384.135507
  nChanged 294
		SP:Iteration 21Q (105118.270000 sec): 3 clusters
  Score: Raw -3313899.847470 + Penalty 3462.345070 = -3310437.502400
  nChanged 277
		SP:Iteration 22Q (105118.820000 sec): 3 clusters
  Score: Raw -3313944.893289 + Penalty 3462.345070 = -3310482.548219
  nChanged 257
		SP:Iteration 23Q (105119.330000 sec): 3 clusters
  Score: Raw -3313983.696575 + Penalty 3462.345070 = -3310521.351505
  nChanged 232
		SP:Iteration 24Q (105119.880000 sec): 3 clusters
  Score: Raw -3314015.338061 + Penalty 3462.345070 = -3310552.992991
  nChanged 209
		SP:Iteration 25Q (105120.400000 sec): 3 clusters
  Score: Raw -3314042.357182 + Penalty 3462.345070 = -3310580.012112
  nChanged 195
		SP:Iteration 26Q (105120.930000 sec): 3 clusters
  Score: Raw -3314066.998800 + Penalty 3462.345070 = -3310604.653730
  nChanged 162
		SP:Iteration 27Q (105121.330000 sec): 3 clusters
  Score: Raw -3314090.544062 + Penalty 3462.345070 = -3310628.198992
  nChanged 183
		SP:Iteration 28Q (105121.900000 sec): 3 clusters
  Score: Raw -3314117.331491 + Penalty 3462.345070 = -3310654.986421
  nChanged 199
		SP:Iteration 29Q (105122.450000 sec): 3 clusters
  Score: Raw -3314149.273341 + Penalty 3462.345070 = -3310686.928271
  nChanged 220
		SP:Iteration 30Q (105122.990000 sec): 3 clusters
  Score: Raw -3314190.549850 + Penalty 3462.345070 = -3310728.204780
  nChanged 253
		SP:Iteration 31Q (105123.540000 sec): 3 clusters
  Score: Raw -3314237.157348 + Penalty 3462.345070 = -3310774.812278
  nChanged 259
		SP:Iteration 32Q (105124.050000 sec): 3 clusters
  Score: Raw -3314297.202721 + Penalty 3462.345070 = -3310834.857651
  nChanged 306
		SP:Iteration 33Q (105124.610000 sec): 3 clusters
  Score: Raw -3314380.518475 + Penalty 3462.345070 = -3310918.173405
  nChanged 337
		SP:Iteration 34Q (105125.120000 sec): 3 clusters
  Score: Raw -3314469.585694 + Penalty 3462.345070 = -3311007.240624
  nChanged 332
		SP:Iteration 35Q (105125.670000 sec): 3 clusters
  Score: Raw -3314553.059110 + Penalty 3462.345070 = -3311090.714040
  nChanged 346
		SP:Iteration 36Q (105126.180000 sec): 3 clusters
  Score: Raw -3314637.020595 + Penalty 3462.345070 = -3311174.675525
  nChanged 326
		SP:Iteration 37Q (105126.740000 sec): 3 clusters
  Score: Raw -3314721.174890 + Penalty 3462.345070 = -3311258.829821
  nChanged 373
		SP:Iteration 38Q (105127.250000 sec): 3 clusters
  Score: Raw -3314824.390335 + Penalty 3462.345070 = -3311362.045265
  nChanged 379
		SP:Iteration 39Q (105127.800000 sec): 3 clusters
  Score: Raw -3314922.258116 + Penalty 3462.345070 = -3311459.913046
  nChanged 347
		SP:Iteration 40F (105128.320000 sec): 3 clusters
  Score: Raw -3315016.808972 + Penalty 3462.345070 = -3311554.463902
  nChanged 356
		SP:Iteration 41Q (105128.880000 sec): 3 clusters
  Score: Raw -3315111.527292 + Penalty 3462.345070 = -3311649.182222
  nChanged 356
		SP:Iteration 42Q (105129.390000 sec): 3 clusters
  Score: Raw -3315200.666998 + Penalty 3462.345070 = -3311738.321928
  nChanged 346
		SP:Iteration 43Q (105129.860000 sec): 3 clusters
  Score: Raw -3315285.682309 + Penalty 3462.345070 = -3311823.337239
  nChanged 343
		SP:Iteration 44Q (105130.320000 sec): 3 clusters
  Score: Raw -3315367.459438 + Penalty 3462.345070 = -3311905.114368
  nChanged 299
		SP:Iteration 45Q (105130.890000 sec): 3 clusters
  Score: Raw -3315435.816601 + Penalty 3462.345070 = -3311973.471531
  nChanged 270
		SP:Iteration 46Q (105131.440000 sec): 3 clusters
  Score: Raw -3315499.205068 + Penalty 3462.345070 = -3312036.859998
  nChanged 274
		SP:Iteration 47Q (105131.920000 sec): 3 clusters
  Score: Raw -3315578.154112 + Penalty 3462.345070 = -3312115.809042
  nChanged 303
		SP:Iteration 48Q (105132.380000 sec): 3 clusters
  Score: Raw -3315690.652532 + Penalty 3462.345070 = -3312228.307462
  nChanged 311
		SP:Iteration 49Q (105132.860000 sec): 3 clusters
  Score: Raw -3315810.540490 + Penalty 3462.345070 = -3312348.195420
  nChanged 332
		SP:Iteration 50Q (105133.440000 sec): 3 clusters
  Score: Raw -3315932.411669 + Penalty 3462.345070 = -3312470.066599
  nChanged 322
		SP:Iteration 51Q (105133.950000 sec): 3 clusters
  Score: Raw -3316052.686160 + Penalty 3462.345070 = -3312590.341090
  nChanged 310
		SP:Iteration 52Q (105134.470000 sec): 3 clusters
  Score: Raw -3316159.948578 + Penalty 3462.345070 = -3312697.603508
  nChanged 283
		SP:Iteration 53Q (105134.940000 sec): 3 clusters
  Score: Raw -3316239.430639 + Penalty 3462.345070 = -3312777.085569
  nChanged 268
		SP:Iteration 54Q (105135.400000 sec): 3 clusters
  Score: Raw -3316309.100843 + Penalty 3462.345070 = -3312846.755773
  nChanged 228
		SP:Iteration 55Q (105135.860000 sec): 3 clusters
  Score: Raw -3316366.163530 + Penalty 3462.345070 = -3312903.818460
  nChanged 209
		SP:Iteration 56Q (105136.320000 sec): 3 clusters
  Score: Raw -3316430.108743 + Penalty 3462.345070 = -3312967.763673
  nChanged 222
		SP:Iteration 57Q (105136.800000 sec): 3 clusters
  Score: Raw -3316498.483344 + Penalty 3462.345070 = -3313036.138274
  nChanged 209
		SP:Iteration 58Q (105137.280000 sec): 3 clusters
  Score: Raw -3316554.052416 + Penalty 3462.345070 = -3313091.707346
  nChanged 192
		SP:Iteration 59Q (105137.750000 sec): 3 clusters
  Score: Raw -3316600.907676 + Penalty 3462.345070 = -3313138.562606
  nChanged 177
		SP:Iteration 60F (105138.260000 sec): 3 clusters
  Score: Raw -3316649.748181 + Penalty 3462.345070 = -3313187.403111
  nChanged 164
		SP:Iteration 61Q (105138.780000 sec): 3 clusters
  Score: Raw -3316688.464931 + Penalty 3462.345070 = -3313226.119861
  nChanged 174
		SP:Iteration 62Q (105139.300000 sec): 3 clusters
  Score: Raw -3316727.663960 + Penalty 3462.345070 = -3313265.318890
  nChanged 163
		SP:Iteration 63Q (105139.770000 sec): 3 clusters
  Score: Raw -3316767.337930 + Penalty 3462.345070 = -3313304.992860
  nChanged 172
		SP:Iteration 64Q (105140.200000 sec): 3 clusters
  Score: Raw -3316819.756571 + Penalty 3462.345070 = -3313357.411501
  nChanged 216
		SP:Iteration 65Q (105140.640000 sec): 3 clusters
  Score: Raw -3316886.506195 + Penalty 3462.345070 = -3313424.161125
  nChanged 222
		SP:Iteration 66Q (105141.080000 sec): 3 clusters
  Score: Raw -3316963.630269 + Penalty 3462.345070 = -3313501.285199
  nChanged 229
		SP:Iteration 67Q (105141.540000 sec): 3 clusters
  Score: Raw -3317045.341112 + Penalty 3462.345070 = -3313582.996042
  nChanged 232
		SP:Iteration 68Q (105142.020000 sec): 3 clusters
  Score: Raw -3317141.681352 + Penalty 3462.345070 = -3313679.336283
  nChanged 282
		SP:Iteration 69Q (105142.490000 sec): 3 clusters
  Score: Raw -3317252.687147 + Penalty 3462.345070 = -3313790.342077
  nChanged 285
		SP:Iteration 70Q (105142.950000 sec): 3 clusters
  Score: Raw -3317347.985322 + Penalty 3462.345070 = -3313885.640252
  nChanged 254
		SP:Iteration 71Q (105143.420000 sec): 3 clusters
  Score: Raw -3317418.163135 + Penalty 3462.345070 = -3313955.818065
  nChanged 254
		SP:Iteration 72Q (105143.900000 sec): 3 clusters
  Score: Raw -3317488.856454 + Penalty 3462.345070 = -3314026.511384
  nChanged 245
		SP:Iteration 73Q (105144.360000 sec): 3 clusters
  Score: Raw -3317559.275912 + Penalty 3462.345070 = -3314096.930842
  nChanged 267
		SP:Iteration 74Q (105144.840000 sec): 3 clusters
  Score: Raw -3317635.523378 + Penalty 3462.345070 = -3314173.178309
  nChanged 278
		SP:Iteration 75Q (105145.310000 sec): 3 clusters
  Score: Raw -3317719.919649 + Penalty 3462.345070 = -3314257.574579
  nChanged 276
		SP:Iteration 76Q (105145.770000 sec): 3 clusters
  Score: Raw -3317810.089329 + Penalty 3462.345070 = -3314347.744259
  nChanged 281
		SP:Iteration 77Q (105146.240000 sec): 3 clusters
  Score: Raw -3317896.100739 + Penalty 3462.345070 = -3314433.755669
  nChanged 271
		SP:Iteration 78Q (105146.710000 sec): 3 clusters
  Score: Raw -3317977.792793 + Penalty 3462.345070 = -3314515.447723
  nChanged 273
		SP:Iteration 79Q (105147.180000 sec): 3 clusters
  Score: Raw -3318059.776261 + Penalty 3462.345070 = -3314597.431191
  nChanged 280
		SP:Iteration 80F (105147.690000 sec): 3 clusters
  Score: Raw -3318137.805195 + Penalty 3462.345070 = -3314675.460125
  nChanged 278
		SP:Iteration 81Q (105148.200000 sec): 3 clusters
  Score: Raw -3318211.739685 + Penalty 3462.345070 = -3314749.394615
  nChanged 253
		SP:Iteration 82Q (105148.710000 sec): 3 clusters
  Score: Raw -3318277.181759 + Penalty 3462.345070 = -3314814.836689
  nChanged 225
		SP:Iteration 83Q (105149.180000 sec): 3 clusters
  Score: Raw -3318326.056183 + Penalty 3462.345070 = -3314863.711113
  nChanged 202
		SP:Iteration 84Q (105149.650000 sec): 3 clusters
  Score: Raw -3318365.162167 + Penalty 3462.345070 = -3314902.817097
  nChanged 193
		SP:Iteration 85Q (105150.110000 sec): 3 clusters
  Score: Raw -3318404.212063 + Penalty 3462.345070 = -3314941.866993
  nChanged 184
		SP:Iteration 86Q (105150.580000 sec): 3 clusters
  Score: Raw -3318441.282228 + Penalty 3462.345070 = -3314978.937158
  nChanged 179
		SP:Iteration 87Q (105151.050000 sec): 3 clusters
  Score: Raw -3318472.207685 + Penalty 3462.345070 = -3315009.862615
  nChanged 148
		SP:Iteration 88Q (105151.510000 sec): 3 clusters
  Score: Raw -3318492.658388 + Penalty 3462.345070 = -3315030.313318
  nChanged 137
		SP:Iteration 89Q (105151.980000 sec): 3 clusters
  Score: Raw -3318509.600688 + Penalty 3462.345070 = -3315047.255618
  nChanged 118
		SP:Iteration 90Q (105152.450000 sec): 3 clusters
  Score: Raw -3318523.402418 + Penalty 3462.345070 = -3315061.057348
  nChanged 117
		SP:Iteration 91Q (105152.910000 sec): 3 clusters
  Score: Raw -3318537.040588 + Penalty 3462.345070 = -3315074.695518
  nChanged 83
		SP:Iteration 92Q (105153.380000 sec): 3 clusters
  Score: Raw -3318545.048041 + Penalty 3462.345070 = -3315082.702971
  nChanged 72
		SP:Iteration 93Q (105153.850000 sec): 3 clusters
  Score: Raw -3318551.326416 + Penalty 3462.345070 = -3315088.981346
  nChanged 62
		SP:Iteration 94Q (105154.320000 sec): 3 clusters
  Score: Raw -3318556.251959 + Penalty 3462.345070 = -3315093.906889
  nChanged 53
		SP:Iteration 95Q (105154.780000 sec): 3 clusters
  Score: Raw -3318560.470446 + Penalty 3462.345070 = -3315098.125376
  nChanged 51
		SP:Iteration 96Q (105155.250000 sec): 3 clusters
  Score: Raw -3318564.780642 + Penalty 3462.345070 = -3315102.435572
  nChanged 50
		SP:Iteration 97Q (105155.720000 sec): 3 clusters
  Score: Raw -3318569.331507 + Penalty 3462.345070 = -3315106.986437
  nChanged 54
		SP:Iteration 98Q (105156.190000 sec): 3 clusters
  Score: Raw -3318573.143393 + Penalty 3462.345070 = -3315110.798323
  nChanged 42
		SP:Iteration 99Q (105156.660000 sec): 3 clusters
  Score: Raw -3318576.361908 + Penalty 3462.345070 = -3315114.016838
  nChanged 40
		SP:Iteration 100F (105157.170000 sec): 3 clusters
  Score: Raw -3318578.990613 + Penalty 3462.345070 = -3315116.645543
  nChanged 41
		SP:Iteration 101Q (105157.640000 sec): 3 clusters
  Score: Raw -3318581.016105 + Penalty 3462.345070 = -3315118.671035
  nChanged 35
		SP:Iteration 102Q (105158.110000 sec): 3 clusters
  Score: Raw -3318583.278366 + Penalty 3462.345070 = -3315120.933296
  nChanged 36
		SP:Iteration 103Q (105158.570000 sec): 3 clusters
  Score: Raw -3318585.680113 + Penalty 3462.345070 = -3315123.335043
  nChanged 40
		SP:Iteration 104Q (105159.040000 sec): 3 clusters
  Score: Raw -3318589.299130 + Penalty 3462.345070 = -3315126.954060
  nChanged 38
		SP:Iteration 105Q (105159.500000 sec): 3 clusters
  Score: Raw -3318592.504134 + Penalty 3462.345070 = -3315130.159064
  nChanged 35
		SP:Iteration 106Q (105159.980000 sec): 3 clusters
  Score: Raw -3318594.996505 + Penalty 3462.345070 = -3315132.651435
  nChanged 36
		SP:Iteration 107Q (105160.450000 sec): 3 clusters
  Score: Raw -3318598.766818 + Penalty 3462.345070 = -3315136.421748
  nChanged 40
		SP:Iteration 108Q (105160.910000 sec): 3 clusters
  Score: Raw -3318603.432220 + Penalty 3462.345070 = -3315141.087150
  nChanged 39
		SP:Iteration 109Q (105161.380000 sec): 3 clusters
  Score: Raw -3318608.066380 + Penalty 3462.345070 = -3315145.721310
  nChanged 48
		SP:Iteration 110Q (105161.840000 sec): 3 clusters
  Score: Raw -3318614.780022 + Penalty 3462.345070 = -3315152.434952
  nChanged 46
		SP:Iteration 111Q (105162.310000 sec): 3 clusters
  Score: Raw -3318620.381451 + Penalty 3462.345070 = -3315158.036381
  nChanged 41
		SP:Iteration 112Q (105162.780000 sec): 3 clusters
  Score: Raw -3318626.670857 + Penalty 3462.345070 = -3315164.325787
  nChanged 42
		SP:Iteration 113Q (105163.250000 sec): 3 clusters
  Score: Raw -3318634.818815 + Penalty 3462.345070 = -3315172.473745
  nChanged 61
		SP:Iteration 114Q (105163.710000 sec): 3 clusters
  Score: Raw -3318644.785214 + Penalty 3462.345070 = -3315182.440144
  nChanged 60
		SP:Iteration 115Q (105164.180000 sec): 3 clusters
  Score: Raw -3318653.505309 + Penalty 3462.345070 = -3315191.160239
  nChanged 51
		SP:Iteration 116Q (105164.650000 sec): 3 clusters
  Score: Raw -3318659.177558 + Penalty 3462.345070 = -3315196.832488
  nChanged 44
		SP:Iteration 117Q (105165.120000 sec): 3 clusters
  Score: Raw -3318664.048647 + Penalty 3462.345070 = -3315201.703577
  nChanged 45
		SP:Iteration 118Q (105165.580000 sec): 3 clusters
  Score: Raw -3318667.868749 + Penalty 3462.345070 = -3315205.523679
  nChanged 42
		SP:Iteration 119Q (105166.040000 sec): 3 clusters
  Score: Raw -3318671.242199 + Penalty 3462.345070 = -3315208.897129
  nChanged 25
		SP:Iteration 120F (105166.590000 sec): 3 clusters
  Score: Raw -3318672.629027 + Penalty 3462.345070 = -3315210.283957
  nChanged 29
		SP:Iteration 121Q (105167.100000 sec): 3 clusters
  Score: Raw -3318674.366537 + Penalty 3462.345070 = -3315212.021467
  nChanged 24
		SP:Iteration 122Q (105167.620000 sec): 3 clusters
  Score: Raw -3318675.983898 + Penalty 3462.345070 = -3315213.638828
  nChanged 28
		SP:Iteration 123Q (105168.170000 sec): 3 clusters
  Score: Raw -3318679.029275 + Penalty 3462.345070 = -3315216.684205
  nChanged 30
		SP:Iteration 124Q (105168.640000 sec): 3 clusters
  Score: Raw -3318681.796095 + Penalty 3462.345070 = -3315219.451025
  nChanged 31
		SP:Iteration 125Q (105169.150000 sec): 3 clusters
  Score: Raw -3318684.812470 + Penalty 3462.345070 = -3315222.467400
  nChanged 39
		SP:Iteration 126Q (105169.700000 sec): 3 clusters
  Score: Raw -3318689.640569 + Penalty 3462.345070 = -3315227.295499
  nChanged 49
		SP:Iteration 127Q (105170.220000 sec): 3 clusters
  Score: Raw -3318694.154181 + Penalty 3462.345070 = -3315231.809111
  nChanged 37
		SP:Iteration 128Q (105170.770000 sec): 3 clusters
  Score: Raw -3318697.102101 + Penalty 3462.345070 = -3315234.757031
  nChanged 39
		SP:Iteration 129Q (105171.280000 sec): 3 clusters
  Score: Raw -3318700.233567 + Penalty 3462.345070 = -3315237.888497
  nChanged 26
		SP:Iteration 130Q (105171.830000 sec): 3 clusters
  Score: Raw -3318701.933941 + Penalty 3462.345070 = -3315239.588871
  nChanged 21
		SP:Iteration 131Q (105172.340000 sec): 3 clusters
  Score: Raw -3318703.332796 + Penalty 3462.345070 = -3315240.987726
  nChanged 27
		SP:Iteration 132Q (105172.900000 sec): 3 clusters
  Score: Raw -3318704.806681 + Penalty 3462.345070 = -3315242.461611
  nChanged 20
		SP:Iteration 133Q (105173.410000 sec): 3 clusters
  Score: Raw -3318706.421848 + Penalty 3462.345070 = -3315244.076778
  nChanged 26
		SP:Iteration 134Q (105173.960000 sec): 3 clusters
  Score: Raw -3318708.558860 + Penalty 3462.345070 = -3315246.213790
  nChanged 32
		SP:Iteration 135Q (105174.480000 sec): 3 clusters
  Score: Raw -3318711.188023 + Penalty 3462.345070 = -3315248.842953
  nChanged 29
		SP:Iteration 136Q (105175.030000 sec): 3 clusters
  Score: Raw -3318713.957094 + Penalty 3462.345070 = -3315251.612024
  nChanged 36
		SP:Iteration 137Q (105175.540000 sec): 3 clusters
  Score: Raw -3318717.293004 + Penalty 3462.345070 = -3315254.947934
  nChanged 42
		SP:Iteration 138Q (105176.100000 sec): 3 clusters
  Score: Raw -3318722.121727 + Penalty 3462.345070 = -3315259.776657
  nChanged 50
		SP:Iteration 139Q (105176.610000 sec): 3 clusters
  Score: Raw -3318729.665160 + Penalty 3462.345070 = -3315267.320090
  nChanged 60
		SP:Iteration 140F (105177.160000 sec): 3 clusters
  Score: Raw -3318737.567494 + Penalty 3462.345070 = -3315275.222424
  nChanged 67
		SP:Iteration 141Q (105177.670000 sec): 3 clusters
  Score: Raw -3318745.183486 + Penalty 3462.345070 = -3315282.838416
  nChanged 55
		SP:Iteration 142Q (105178.230000 sec): 3 clusters
  Score: Raw -3318751.149200 + Penalty 3462.345070 = -3315288.804130
  nChanged 59
		SP:Iteration 143Q (105178.730000 sec): 3 clusters
  Score: Raw -3318756.741179 + Penalty 3462.345070 = -3315294.396109
  nChanged 57
		SP:Iteration 144Q (105179.290000 sec): 3 clusters
  Score: Raw -3318762.263701 + Penalty 3462.345070 = -3315299.918631
  nChanged 50
		SP:Iteration 145Q (105179.800000 sec): 3 clusters
  Score: Raw -3318766.981731 + Penalty 3462.345070 = -3315304.636661
  nChanged 50
		SP:Iteration 146Q (105180.340000 sec): 3 clusters
  Score: Raw -3318771.576322 + Penalty 3462.345070 = -3315309.231252
  nChanged 52
		SP:Iteration 147Q (105180.860000 sec): 3 clusters
  Score: Raw -3318775.038641 + Penalty 3462.345070 = -3315312.693571
  nChanged 29
		SP:Iteration 148Q (105181.410000 sec): 3 clusters
  Score: Raw -3318776.462167 + Penalty 3462.345070 = -3315314.117097
  nChanged 26
		SP:Iteration 149Q (105181.880000 sec): 3 clusters
  Score: Raw -3318777.700773 + Penalty 3462.345070 = -3315315.355703
  nChanged 27
		SP:Iteration 150Q (105182.390000 sec): 3 clusters
  Score: Raw -3318779.135936 + Penalty 3462.345070 = -3315316.790866
  nChanged 27
		SP:Iteration 151Q (105182.940000 sec): 3 clusters
  Score: Raw -3318780.829063 + Penalty 3462.345070 = -3315318.483993
  nChanged 26
		SP:Iteration 152Q (105183.450000 sec): 3 clusters
  Score: Raw -3318782.247208 + Penalty 3462.345070 = -3315319.902138
  nChanged 24
		SP:Iteration 153Q (105184.000000 sec): 3 clusters
  Score: Raw -3318783.203733 + Penalty 3462.345070 = -3315320.858663
  nChanged 18
		SP:Iteration 154Q (105184.520000 sec): 3 clusters
  Score: Raw -3318783.827346 + Penalty 3462.345070 = -3315321.482276
  nChanged 17
		SP:Iteration 155Q (105185.070000 sec): 3 clusters
  Score: Raw -3318784.279599 + Penalty 3462.345070 = -3315321.934529
  nChanged 11
		SP:Iteration 156Q (105185.580000 sec): 3 clusters
  Score: Raw -3318784.645769 + Penalty 3462.345070 = -3315322.300699
  nChanged 7
		SP:Iteration 157Q (105186.130000 sec): 3 clusters
  Score: Raw -3318784.866666 + Penalty 3462.345070 = -3315322.521596
  nChanged 9
		SP:Iteration 158Q (105186.640000 sec): 3 clusters
  Score: Raw -3318785.152284 + Penalty 3462.345070 = -3315322.807214
  nChanged 9
		SP:Iteration 159Q (105187.200000 sec): 3 clusters
  Score: Raw -3318785.549152 + Penalty 3462.345070 = -3315323.204082
  nChanged 11
		SP:Iteration 160F (105187.740000 sec): 3 clusters
  Score: Raw -3318785.984680 + Penalty 3462.345070 = -3315323.639610
  nChanged 7
		SP:Iteration 161Q (105188.260000 sec): 3 clusters
  Score: Raw -3318786.315467 + Penalty 3462.345070 = -3315323.970397
  nChanged 8
		SP:Iteration 162Q (105188.770000 sec): 3 clusters
  Score: Raw -3318786.527425 + Penalty 3462.345070 = -3315324.182355
  nChanged 5
		SP:Iteration 163Q (105189.320000 sec): 3 clusters
  Score: Raw -3318786.622134 + Penalty 3462.345070 = -3315324.277064
  nChanged 8
		SP:Iteration 164Q (105189.830000 sec): 3 clusters
  Score: Raw -3318786.795012 + Penalty 3462.345070 = -3315324.449942
  nChanged 6
		SP:Iteration 165Q (105190.390000 sec): 3 clusters
  Score: Raw -3318786.910307 + Penalty 3462.345070 = -3315324.565238
  nChanged 6
		SP:Iteration 166Q (105190.820000 sec): 3 clusters
  Score: Raw -3318787.080296 + Penalty 3462.345070 = -3315324.735226
  nChanged 2
		SP:Iteration 167Q (105191.330000 sec): 3 clusters
  Score: Raw -3318787.148523 + Penalty 3462.345070 = -3315324.803453
  nChanged 1
		SP:Iteration 168Q (105191.890000 sec): 3 clusters
  Score: Raw -3318787.171287 + Penalty 3462.345070 = -3315324.826217
  nChanged 1
		SP:Iteration 169Q (105192.400000 sec): 3 clusters
  Score: Raw -3318787.186895 + Penalty 3462.345070 = -3315324.841825
  nChanged 0
		SP:Iteration 170F (105192.950000 sec): 3 clusters
  Score: Raw -3318787.186895 + Penalty 3462.345070 = -3315324.841825
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (36393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105193.180000 sec): 2 clusters
  Score: Raw -2940930.331874 + Penalty 1706.596406 = -2939223.735468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105193.660000 sec): 3 clusters
  Score: Raw -2918390.053140 + Penalty 3413.192811 = -2914976.860329
  nChanged 16814
		SP:Iteration 1F (105194.070000 sec): 3 clusters
  Score: Raw -2931111.179955 + Penalty 3413.192811 = -2927697.987143
  nChanged 3786
		SP:Iteration 2F (105194.520000 sec): 3 clusters
  Score: Raw -2935995.358736 + Penalty 3413.192811 = -2932582.165925
  nChanged 3892
		SP:Iteration 3F (105194.990000 sec): 3 clusters
  Score: Raw -2940034.670359 + Penalty 3413.192811 = -2936621.477547
  nChanged 2961
		SP:Iteration 4F (105195.470000 sec): 3 clusters
  Score: Raw -2942309.083813 + Penalty 3413.192811 = -2938895.891001
  nChanged 2021
		SP:Iteration 5F (105195.950000 sec): 3 clusters
  Score: Raw -2943511.916270 + Penalty 3413.192811 = -2940098.723458
  nChanged 1430
		SP:Iteration 6Q (105196.430000 sec): 3 clusters
  Score: Raw -2944172.197367 + Penalty 3413.192811 = -2940759.004555
  nChanged 1020
		SP:Iteration 7Q (105196.860000 sec): 3 clusters
  Score: Raw -2944587.808676 + Penalty 3413.192811 = -2941174.615865
  nChanged 801
		SP:Iteration 8Q (105197.300000 sec): 3 clusters
  Score: Raw -2944894.550488 + Penalty 3413.192811 = -2941481.357676
  nChanged 690
		SP:Iteration 9Q (105197.780000 sec): 3 clusters
  Score: Raw -2945143.177889 + Penalty 3413.192811 = -2941729.985077
  nChanged 621
		SP:Iteration 10Q (105198.250000 sec): 3 clusters
  Score: Raw -2945363.207525 + Penalty 3413.192811 = -2941950.014713
  nChanged 565
		SP:Iteration 11Q (105198.690000 sec): 3 clusters
  Score: Raw -2945570.665836 + Penalty 3413.192811 = -2942157.473024
  nChanged 547
		SP:Iteration 12Q (105199.190000 sec): 3 clusters
  Score: Raw -2945765.784080 + Penalty 3413.192811 = -2942352.591268
  nChanged 521
		SP:Iteration 13Q (105199.660000 sec): 3 clusters
  Score: Raw -2945948.693402 + Penalty 3413.192811 = -2942535.500591
  nChanged 499
		SP:Iteration 14Q (105200.140000 sec): 3 clusters
  Score: Raw -2946145.485803 + Penalty 3413.192811 = -2942732.292992
  nChanged 546
		SP:Iteration 15Q (105200.620000 sec): 3 clusters
  Score: Raw -2946373.990365 + Penalty 3413.192811 = -2942960.797554
  nChanged 566
		SP:Iteration 16Q (105201.100000 sec): 3 clusters
  Score: Raw -2946609.391813 + Penalty 3413.192811 = -2943196.199002
  nChanged 542
		SP:Iteration 17Q (105201.580000 sec): 3 clusters
  Score: Raw -2946859.402621 + Penalty 3413.192811 = -2943446.209809
  nChanged 604
		SP:Iteration 18Q (105202.050000 sec): 3 clusters
  Score: Raw -2947140.929566 + Penalty 3413.192811 = -2943727.736754
  nChanged 570
		SP:Iteration 19Q (105202.530000 sec): 3 clusters
  Score: Raw -2947400.420633 + Penalty 3413.192811 = -2943987.227822
  nChanged 548
		SP:Iteration 20F (105203.000000 sec): 3 clusters
  Score: Raw -2947690.177433 + Penalty 3413.192811 = -2944276.984621
  nChanged 561
		SP:Iteration 21Q (105203.480000 sec): 3 clusters
  Score: Raw -2947958.430114 + Penalty 3413.192811 = -2944545.237302
  nChanged 552
		SP:Iteration 22Q (105203.890000 sec): 3 clusters
  Score: Raw -2948228.853827 + Penalty 3413.192811 = -2944815.661016
  nChanged 573
		SP:Iteration 23Q (105204.400000 sec): 3 clusters
  Score: Raw -2948533.990188 + Penalty 3413.192811 = -2945120.797376
  nChanged 562
		SP:Iteration 24Q (105204.870000 sec): 3 clusters
  Score: Raw -2948877.349093 + Penalty 3413.192811 = -2945464.156281
  nChanged 530
		SP:Iteration 25Q (105205.350000 sec): 3 clusters
  Score: Raw -2949207.941192 + Penalty 3413.192811 = -2945794.748381
  nChanged 502
		SP:Iteration 26Q (105205.830000 sec): 3 clusters
  Score: Raw -2949484.891905 + Penalty 3413.192811 = -2946071.699094
  nChanged 476
		SP:Iteration 27Q (105206.300000 sec): 3 clusters
  Score: Raw -2949715.846753 + Penalty 3413.192811 = -2946302.653941
  nChanged 429
		SP:Iteration 28Q (105206.790000 sec): 3 clusters
  Score: Raw -2949918.062305 + Penalty 3413.192811 = -2946504.869493
  nChanged 411
		SP:Iteration 29Q (105207.220000 sec): 3 clusters
  Score: Raw -2950099.044718 + Penalty 3413.192811 = -2946685.851907
  nChanged 360
		SP:Iteration 30Q (105207.660000 sec): 3 clusters
  Score: Raw -2950252.382305 + Penalty 3413.192811 = -2946839.189493
  nChanged 345
		SP:Iteration 31Q (105208.140000 sec): 3 clusters
  Score: Raw -2950395.364689 + Penalty 3413.192811 = -2946982.171878
  nChanged 317
		SP:Iteration 32Q (105208.530000 sec): 3 clusters
  Score: Raw -2950502.128420 + Penalty 3413.192811 = -2947088.935609
  nChanged 257
		SP:Iteration 33Q (105209.020000 sec): 3 clusters
  Score: Raw -2950573.966224 + Penalty 3413.192811 = -2947160.773412
  nChanged 222
		SP:Iteration 34Q (105209.500000 sec): 3 clusters
  Score: Raw -2950634.265365 + Penalty 3413.192811 = -2947221.072553
  nChanged 165
		SP:Iteration 35Q (105209.970000 sec): 3 clusters
  Score: Raw -2950667.742534 + Penalty 3413.192811 = -2947254.549723
  nChanged 135
		SP:Iteration 36Q (105210.400000 sec): 3 clusters
  Score: Raw -2950690.429614 + Penalty 3413.192811 = -2947277.236803
  nChanged 104
		SP:Iteration 37Q (105210.880000 sec): 3 clusters
  Score: Raw -2950703.958065 + Penalty 3413.192811 = -2947290.765254
  nChanged 63
		SP:Iteration 38Q (105211.360000 sec): 3 clusters
  Score: Raw -2950714.000682 + Penalty 3413.192811 = -2947300.807871
  nChanged 55
		SP:Iteration 39Q (105211.840000 sec): 3 clusters
  Score: Raw -2950720.256678 + Penalty 3413.192811 = -2947307.063867
  nChanged 48
		SP:Iteration 40F (105212.310000 sec): 3 clusters
  Score: Raw -2950734.839316 + Penalty 3413.192811 = -2947321.646504
  nChanged 45
		SP:Iteration 41Q (105212.790000 sec): 3 clusters
  Score: Raw -2950740.933392 + Penalty 3413.192811 = -2947327.740581
  nChanged 42
		SP:Iteration 42Q (105213.270000 sec): 3 clusters
  Score: Raw -2950745.065997 + Penalty 3413.192811 = -2947331.873186
  nChanged 41
		SP:Iteration 43Q (105213.680000 sec): 3 clusters
  Score: Raw -2950748.210206 + Penalty 3413.192811 = -2947335.017395
  nChanged 36
		SP:Iteration 44Q (105214.180000 sec): 3 clusters
  Score: Raw -2950751.347547 + Penalty 3413.192811 = -2947338.154736
  nChanged 25
		SP:Iteration 45Q (105214.620000 sec): 3 clusters
  Score: Raw -2950752.798753 + Penalty 3413.192811 = -2947339.605942
  nChanged 21
		SP:Iteration 46Q (105215.090000 sec): 3 clusters
  Score: Raw -2950753.824845 + Penalty 3413.192811 = -2947340.632033
  nChanged 16
		SP:Iteration 47Q (105215.470000 sec): 3 clusters
  Score: Raw -2950754.547947 + Penalty 3413.192811 = -2947341.355136
  nChanged 13
		SP:Iteration 48Q (105215.960000 sec): 3 clusters
  Score: Raw -2950755.073503 + Penalty 3413.192811 = -2947341.880691
  nChanged 9
		SP:Iteration 49Q (105216.410000 sec): 3 clusters
  Score: Raw -2950755.409510 + Penalty 3413.192811 = -2947342.216699
  nChanged 4
		SP:Iteration 50Q (105216.800000 sec): 3 clusters
  Score: Raw -2950755.647296 + Penalty 3413.192811 = -2947342.454485
  nChanged 4
		SP:Iteration 51Q (105217.300000 sec): 3 clusters
  Score: Raw -2950755.743844 + Penalty 3413.192811 = -2947342.551032
  nChanged 7
		SP:Iteration 52Q (105217.690000 sec): 3 clusters
  Score: Raw -2950755.983794 + Penalty 3413.192811 = -2947342.790983
  nChanged 4
		SP:Iteration 53Q (105218.130000 sec): 3 clusters
  Score: Raw -2950756.113826 + Penalty 3413.192811 = -2947342.921015
  nChanged 1
		SP:Iteration 54Q (105218.600000 sec): 3 clusters
  Score: Raw -2950756.237736 + Penalty 3413.192811 = -2947343.044924
  nChanged 3
		SP:Iteration 55Q (105219.030000 sec): 3 clusters
  Score: Raw -2950756.407861 + Penalty 3413.192811 = -2947343.215050
  nChanged 4
		SP:Iteration 56Q (105219.540000 sec): 3 clusters
  Score: Raw -2950756.538688 + Penalty 3413.192811 = -2947343.345876
  nChanged 4
		SP:Iteration 57Q (105220.010000 sec): 3 clusters
  Score: Raw -2950756.690168 + Penalty 3413.192811 = -2947343.497356
  nChanged 4
		SP:Iteration 58Q (105220.460000 sec): 3 clusters
  Score: Raw -2950756.907799 + Penalty 3413.192811 = -2947343.714987
  nChanged 2
		SP:Iteration 59Q (105220.920000 sec): 3 clusters
  Score: Raw -2950756.979877 + Penalty 3413.192811 = -2947343.787066
  nChanged 3
		SP:Iteration 60F (105221.420000 sec): 3 clusters
  Score: Raw -2950757.074660 + Penalty 3413.192811 = -2947343.881848
  nChanged 2
		SP:Iteration 61Q (105221.900000 sec): 3 clusters
  Score: Raw -2950757.124370 + Penalty 3413.192811 = -2947343.931558
  nChanged 0
		SP:Iteration 62F (105222.370000 sec): 3 clusters
  Score: Raw -2950757.124370 + Penalty 3413.192811 = -2947343.931558
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (27255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105222.600000 sec): 2 clusters
  Score: Raw -2342338.085322 + Penalty 1659.611244 = -2340678.474078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105222.980000 sec): 3 clusters
  Score: Raw -2325862.183160 + Penalty 3319.222488 = -2322542.960672
  nChanged 12611
		SP:Iteration 1F (105223.400000 sec): 3 clusters
  Score: Raw -2337945.797454 + Penalty 3319.222488 = -2334626.574966
  nChanged 4156
		SP:Iteration 2F (105223.820000 sec): 3 clusters
  Score: Raw -2345442.394806 + Penalty 3319.222488 = -2342123.172318
  nChanged 3867
		SP:Iteration 3F (105224.200000 sec): 3 clusters
  Score: Raw -2351457.999765 + Penalty 3319.222488 = -2348138.777278
  nChanged 2367
		SP:Iteration 4F (105224.580000 sec): 3 clusters
  Score: Raw -2354413.564108 + Penalty 3319.222488 = -2351094.341620
  nChanged 1440
		SP:Iteration 5F (105224.940000 sec): 3 clusters
  Score: Raw -2356492.889492 + Penalty 3319.222488 = -2353173.667005
  nChanged 1157
		SP:Iteration 6Q (105225.370000 sec): 3 clusters
  Score: Raw -2358551.189753 + Penalty 3319.222488 = -2355231.967265
  nChanged 1107
		SP:Iteration 7Q (105225.720000 sec): 3 clusters
  Score: Raw -2360849.356797 + Penalty 3319.222488 = -2357530.134309
  nChanged 1025
		SP:Iteration 8Q (105226.070000 sec): 3 clusters
  Score: Raw -2363022.469943 + Penalty 3319.222488 = -2359703.247456
  nChanged 899
		SP:Iteration 9Q (105226.410000 sec): 3 clusters
  Score: Raw -2364431.742481 + Penalty 3319.222488 = -2361112.519994
  nChanged 662
		SP:Iteration 10Q (105226.760000 sec): 3 clusters
  Score: Raw -2365042.352994 + Penalty 3319.222488 = -2361723.130507
  nChanged 449
		SP:Iteration 11Q (105227.110000 sec): 3 clusters
  Score: Raw -2365306.029709 + Penalty 3319.222488 = -2361986.807222
  nChanged 317
		SP:Iteration 12Q (105227.460000 sec): 3 clusters
  Score: Raw -2365426.527604 + Penalty 3319.222488 = -2362107.305116
  nChanged 222
		SP:Iteration 13Q (105227.810000 sec): 3 clusters
  Score: Raw -2365478.208747 + Penalty 3319.222488 = -2362158.986260
  nChanged 164
		SP:Iteration 14Q (105228.160000 sec): 3 clusters
  Score: Raw -2365505.247447 + Penalty 3319.222488 = -2362186.024960
  nChanged 120
		SP:Iteration 15Q (105228.500000 sec): 3 clusters
  Score: Raw -2365522.016765 + Penalty 3319.222488 = -2362202.794277
  nChanged 81
		SP:Iteration 16Q (105228.850000 sec): 3 clusters
  Score: Raw -2365529.344584 + Penalty 3319.222488 = -2362210.122096
  nChanged 46
		SP:Iteration 17Q (105229.200000 sec): 3 clusters
  Score: Raw -2365532.935701 + Penalty 3319.222488 = -2362213.713213
  nChanged 27
		SP:Iteration 18Q (105229.550000 sec): 3 clusters
  Score: Raw -2365534.605747 + Penalty 3319.222488 = -2362215.383259
  nChanged 20
		SP:Iteration 19Q (105229.900000 sec): 3 clusters
  Score: Raw -2365535.902650 + Penalty 3319.222488 = -2362216.680163
  nChanged 18
		SP:Iteration 20F (105230.240000 sec): 3 clusters
  Score: Raw -2365536.856547 + Penalty 3319.222488 = -2362217.634059
  nChanged 15
		SP:Iteration 21Q (105230.640000 sec): 3 clusters
  Score: Raw -2365537.816028 + Penalty 3319.222488 = -2362218.593541
  nChanged 13
		SP:Iteration 22Q (105231.080000 sec): 3 clusters
  Score: Raw -2365538.613618 + Penalty 3319.222488 = -2362219.391131
  nChanged 10
		SP:Iteration 23Q (105231.470000 sec): 3 clusters
  Score: Raw -2365539.071643 + Penalty 3319.222488 = -2362219.849155
  nChanged 4
		SP:Iteration 24Q (105231.900000 sec): 3 clusters
  Score: Raw -2365539.246798 + Penalty 3319.222488 = -2362220.024310
  nChanged 4
		SP:Iteration 25Q (105232.300000 sec): 3 clusters
  Score: Raw -2365539.446762 + Penalty 3319.222488 = -2362220.224274
  nChanged 4
		SP:Iteration 26Q (105232.730000 sec): 3 clusters
  Score: Raw -2365539.660467 + Penalty 3319.222488 = -2362220.437979
  nChanged 6
		SP:Iteration 27Q (105233.120000 sec): 3 clusters
  Score: Raw -2365539.919900 + Penalty 3319.222488 = -2362220.697413
  nChanged 0
		SP:Iteration 28F (105233.520000 sec): 3 clusters
  Score: Raw -2365539.919900 + Penalty 3319.222488 = -2362220.697413
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (35486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105233.860000 sec): 2 clusters
  Score: Raw -3217008.187870 + Penalty 1702.495199 = -3215305.692671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105234.350000 sec): 3 clusters
  Score: Raw -3194838.745202 + Penalty 3404.990398 = -3191433.754805
  nChanged 16538
		SP:Iteration 1F (105234.850000 sec): 3 clusters
  Score: Raw -3208206.875051 + Penalty 3404.990398 = -3204801.884653
  nChanged 3559
		SP:Iteration 2F (105235.310000 sec): 3 clusters
  Score: Raw -3212695.223573 + Penalty 3404.990398 = -3209290.233175
  nChanged 3723
		SP:Iteration 3F (105235.810000 sec): 3 clusters
  Score: Raw -3216481.353552 + Penalty 3404.990398 = -3213076.363155
  nChanged 3290
		SP:Iteration 4F (105236.270000 sec): 3 clusters
  Score: Raw -3219480.342593 + Penalty 3404.990398 = -3216075.352195
  nChanged 2443
		SP:Iteration 5F (105236.770000 sec): 3 clusters
  Score: Raw -3221258.490931 + Penalty 3404.990398 = -3217853.500533
  nChanged 1583
		SP:Iteration 6Q (105237.230000 sec): 3 clusters
  Score: Raw -3222206.796040 + Penalty 3404.990398 = -3218801.805642
  nChanged 1103
		SP:Iteration 7Q (105237.740000 sec): 3 clusters
  Score: Raw -3222779.413050 + Penalty 3404.990398 = -3219374.422652
  nChanged 845
		SP:Iteration 8Q (105238.190000 sec): 3 clusters
  Score: Raw -3223160.100191 + Penalty 3404.990398 = -3219755.109793
  nChanged 716
		SP:Iteration 9Q (105238.650000 sec): 3 clusters
  Score: Raw -3223478.587414 + Penalty 3404.990398 = -3220073.597016
  nChanged 585
		SP:Iteration 10Q (105239.110000 sec): 3 clusters
  Score: Raw -3223727.107906 + Penalty 3404.990398 = -3220322.117508
  nChanged 558
		SP:Iteration 11Q (105239.630000 sec): 3 clusters
  Score: Raw -3223986.339493 + Penalty 3404.990398 = -3220581.349095
  nChanged 555
		SP:Iteration 12Q (105240.060000 sec): 3 clusters
  Score: Raw -3224253.057014 + Penalty 3404.990398 = -3220848.066616
  nChanged 542
		SP:Iteration 13Q (105240.570000 sec): 3 clusters
  Score: Raw -3224521.673385 + Penalty 3404.990398 = -3221116.682987
  nChanged 560
		SP:Iteration 14Q (105241.020000 sec): 3 clusters
  Score: Raw -3224859.518596 + Penalty 3404.990398 = -3221454.528198
  nChanged 602
		SP:Iteration 15Q (105241.530000 sec): 3 clusters
  Score: Raw -3225282.601279 + Penalty 3404.990398 = -3221877.610882
  nChanged 631
		SP:Iteration 16Q (105241.990000 sec): 3 clusters
  Score: Raw -3225837.549599 + Penalty 3404.990398 = -3222432.559202
  nChanged 588
		SP:Iteration 17Q (105242.490000 sec): 3 clusters
  Score: Raw -3226398.955327 + Penalty 3404.990398 = -3222993.964929
  nChanged 541
		SP:Iteration 18Q (105242.950000 sec): 3 clusters
  Score: Raw -3226883.043763 + Penalty 3404.990398 = -3223478.053365
  nChanged 460
		SP:Iteration 19Q (105243.450000 sec): 3 clusters
  Score: Raw -3227311.051527 + Penalty 3404.990398 = -3223906.061130
  nChanged 336
		SP:Iteration 20F (105243.910000 sec): 3 clusters
  Score: Raw -3229016.941603 + Penalty 3404.990398 = -3225611.951205
  nChanged 779
		SP:Iteration 21Q (105244.410000 sec): 3 clusters
  Score: Raw -3234919.748919 + Penalty 3404.990398 = -3231514.758521
  nChanged 910
		SP:Iteration 22Q (105244.830000 sec): 3 clusters
  Score: Raw -3237980.333257 + Penalty 3404.990398 = -3234575.342859
  nChanged 483
		SP:Iteration 23Q (105245.240000 sec): 3 clusters
  Score: Raw -3238425.722632 + Penalty 3404.990398 = -3235020.732234
  nChanged 199
		SP:Iteration 24Q (105245.610000 sec): 3 clusters
  Score: Raw -3238507.513310 + Penalty 3404.990398 = -3235102.522912
  nChanged 100
		SP:Iteration 25Q (105246.020000 sec): 3 clusters
  Score: Raw -3238552.028852 + Penalty 3404.990398 = -3235147.038454
  nChanged 79
		SP:Iteration 26Q (105246.440000 sec): 3 clusters
  Score: Raw -3238576.124740 + Penalty 3404.990398 = -3235171.134342
  nChanged 46
		SP:Iteration 27Q (105246.850000 sec): 3 clusters
  Score: Raw -3238586.902196 + Penalty 3404.990398 = -3235181.911798
  nChanged 37
		SP:Iteration 28Q (105247.260000 sec): 3 clusters
  Score: Raw -3238592.254725 + Penalty 3404.990398 = -3235187.264327
  nChanged 25
		SP:Iteration 29Q (105247.680000 sec): 3 clusters
  Score: Raw -3238595.121050 + Penalty 3404.990398 = -3235190.130653
  nChanged 15
		SP:Iteration 30Q (105248.090000 sec): 3 clusters
  Score: Raw -3238596.558689 + Penalty 3404.990398 = -3235191.568291
  nChanged 9
		SP:Iteration 31Q (105248.500000 sec): 3 clusters
  Score: Raw -3238597.453296 + Penalty 3404.990398 = -3235192.462898
  nChanged 9
		SP:Iteration 32Q (105248.920000 sec): 3 clusters
  Score: Raw -3238597.975339 + Penalty 3404.990398 = -3235192.984941
  nChanged 6
		SP:Iteration 33Q (105249.330000 sec): 3 clusters
  Score: Raw -3238598.212499 + Penalty 3404.990398 = -3235193.222101
  nChanged 5
		SP:Iteration 34Q (105249.740000 sec): 3 clusters
  Score: Raw -3238598.401071 + Penalty 3404.990398 = -3235193.410673
  nChanged 3
		SP:Iteration 35Q (105250.160000 sec): 3 clusters
  Score: Raw -3238598.459810 + Penalty 3404.990398 = -3235193.469413
  nChanged 1
		SP:Iteration 36Q (105250.570000 sec): 3 clusters
  Score: Raw -3238598.493260 + Penalty 3404.990398 = -3235193.502862
  nChanged 1
		SP:Iteration 37Q (105250.980000 sec): 3 clusters
  Score: Raw -3238598.562152 + Penalty 3404.990398 = -3235193.571754
  nChanged 0
		SP:Iteration 38F (105251.440000 sec): 3 clusters
  Score: Raw -3238598.562152 + Penalty 3404.990398 = -3235193.571754
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (26578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105251.660000 sec): 2 clusters
  Score: Raw -2430319.112544 + Penalty 1655.523851 = -2428663.588693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105252.010000 sec): 3 clusters
  Score: Raw -2414400.730285 + Penalty 3311.047703 = -2411089.682583
  nChanged 12295
		SP:Iteration 1F (105252.370000 sec): 3 clusters
  Score: Raw -2425373.848141 + Penalty 3311.047703 = -2422062.800438
  nChanged 3346
		SP:Iteration 2F (105252.730000 sec): 3 clusters
  Score: Raw -2429731.989492 + Penalty 3311.047703 = -2426420.941790
  nChanged 2891
		SP:Iteration 3F (105253.080000 sec): 3 clusters
  Score: Raw -2432878.966087 + Penalty 3311.047703 = -2429567.918385
  nChanged 1888
		SP:Iteration 4F (105253.440000 sec): 3 clusters
  Score: Raw -2434429.526138 + Penalty 3311.047703 = -2431118.478436
  nChanged 1216
		SP:Iteration 5Q (105253.790000 sec): 3 clusters
  Score: Raw -2435322.973028 + Penalty 3311.047703 = -2432011.925325
  nChanged 881
		SP:Iteration 6Q (105254.150000 sec): 3 clusters
  Score: Raw -2435947.949192 + Penalty 3311.047703 = -2432636.901490
  nChanged 795
		SP:Iteration 7Q (105254.510000 sec): 3 clusters
  Score: Raw -2436495.702352 + Penalty 3311.047703 = -2433184.654649
  nChanged 768
		SP:Iteration 8Q (105254.860000 sec): 3 clusters
  Score: Raw -2436992.910007 + Penalty 3311.047703 = -2433681.862305
  nChanged 700
		SP:Iteration 9Q (105255.220000 sec): 3 clusters
  Score: Raw -2437406.342721 + Penalty 3311.047703 = -2434095.295018
  nChanged 626
		SP:Iteration 10Q (105255.570000 sec): 3 clusters
  Score: Raw -2437723.130666 + Penalty 3311.047703 = -2434412.082963
  nChanged 557
		SP:Iteration 11Q (105255.930000 sec): 3 clusters
  Score: Raw -2437987.877431 + Penalty 3311.047703 = -2434676.829728
  nChanged 504
		SP:Iteration 12Q (105256.290000 sec): 3 clusters
  Score: Raw -2438184.273554 + Penalty 3311.047703 = -2434873.225851
  nChanged 453
		SP:Iteration 13Q (105256.640000 sec): 3 clusters
  Score: Raw -2438330.517428 + Penalty 3311.047703 = -2435019.469725
  nChanged 386
		SP:Iteration 14Q (105257.000000 sec): 3 clusters
  Score: Raw -2438445.646864 + Penalty 3311.047703 = -2435134.599161
  nChanged 353
		SP:Iteration 15Q (105257.350000 sec): 3 clusters
  Score: Raw -2438532.740509 + Penalty 3311.047703 = -2435221.692806
  nChanged 327
		SP:Iteration 16Q (105257.710000 sec): 3 clusters
  Score: Raw -2438610.804116 + Penalty 3311.047703 = -2435299.756413
  nChanged 264
		SP:Iteration 17Q (105258.060000 sec): 3 clusters
  Score: Raw -2438665.156098 + Penalty 3311.047703 = -2435354.108395
  nChanged 195
		SP:Iteration 18Q (105258.420000 sec): 3 clusters
  Score: Raw -2438697.610889 + Penalty 3311.047703 = -2435386.563186
  nChanged 157
		SP:Iteration 19Q (105258.770000 sec): 3 clusters
  Score: Raw -2438720.534419 + Penalty 3311.047703 = -2435409.486717
  nChanged 150
		SP:Iteration 20F (105259.130000 sec): 3 clusters
  Score: Raw -2438741.929820 + Penalty 3311.047703 = -2435430.882117
  nChanged 132
		SP:Iteration 21Q (105259.490000 sec): 3 clusters
  Score: Raw -2438759.963558 + Penalty 3311.047703 = -2435448.915856
  nChanged 113
		SP:Iteration 22Q (105259.850000 sec): 3 clusters
  Score: Raw -2438773.451374 + Penalty 3311.047703 = -2435462.403671
  nChanged 99
		SP:Iteration 23Q (105260.200000 sec): 3 clusters
  Score: Raw -2438785.521818 + Penalty 3311.047703 = -2435474.474116
  nChanged 94
		SP:Iteration 24Q (105260.490000 sec): 3 clusters
  Score: Raw -2438797.096570 + Penalty 3311.047703 = -2435486.048867
  nChanged 96
		SP:Iteration 25Q (105260.870000 sec): 3 clusters
  Score: Raw -2438809.273486 + Penalty 3311.047703 = -2435498.225783
  nChanged 78
		SP:Iteration 26Q (105261.230000 sec): 3 clusters
  Score: Raw -2438816.699261 + Penalty 3311.047703 = -2435505.651559
  nChanged 63
		SP:Iteration 27Q (105261.590000 sec): 3 clusters
  Score: Raw -2438822.307374 + Penalty 3311.047703 = -2435511.259671
  nChanged 47
		SP:Iteration 28Q (105261.940000 sec): 3 clusters
  Score: Raw -2438826.423080 + Penalty 3311.047703 = -2435515.375377
  nChanged 48
		SP:Iteration 29Q (105262.300000 sec): 3 clusters
  Score: Raw -2438830.824719 + Penalty 3311.047703 = -2435519.777017
  nChanged 48
		SP:Iteration 30Q (105262.650000 sec): 3 clusters
  Score: Raw -2438834.850430 + Penalty 3311.047703 = -2435523.802727
  nChanged 45
		SP:Iteration 31Q (105263.010000 sec): 3 clusters
  Score: Raw -2438838.313414 + Penalty 3311.047703 = -2435527.265711
  nChanged 29
		SP:Iteration 32Q (105263.370000 sec): 3 clusters
  Score: Raw -2438840.192278 + Penalty 3311.047703 = -2435529.144576
  nChanged 14
		SP:Iteration 33Q (105263.720000 sec): 3 clusters
  Score: Raw -2438841.333120 + Penalty 3311.047703 = -2435530.285418
  nChanged 16
		SP:Iteration 34Q (105264.080000 sec): 3 clusters
  Score: Raw -2438842.388599 + Penalty 3311.047703 = -2435531.340896
  nChanged 14
		SP:Iteration 35Q (105264.430000 sec): 3 clusters
  Score: Raw -2438843.276624 + Penalty 3311.047703 = -2435532.228921
  nChanged 12
		SP:Iteration 36Q (105264.790000 sec): 3 clusters
  Score: Raw -2438844.110237 + Penalty 3311.047703 = -2435533.062535
  nChanged 11
		SP:Iteration 37Q (105265.150000 sec): 3 clusters
  Score: Raw -2438844.692675 + Penalty 3311.047703 = -2435533.644972
  nChanged 6
		SP:Iteration 38Q (105265.500000 sec): 3 clusters
  Score: Raw -2438845.002597 + Penalty 3311.047703 = -2435533.954894
  nChanged 5
		SP:Iteration 39Q (105265.860000 sec): 3 clusters
  Score: Raw -2438845.322538 + Penalty 3311.047703 = -2435534.274835
  nChanged 5
		SP:Iteration 40F (105266.210000 sec): 3 clusters
  Score: Raw -2438845.697968 + Penalty 3311.047703 = -2435534.650266
  nChanged 3
		SP:Iteration 41Q (105266.570000 sec): 3 clusters
  Score: Raw -2438845.822785 + Penalty 3311.047703 = -2435534.775082
  nChanged 1
		SP:Iteration 42Q (105266.930000 sec): 3 clusters
  Score: Raw -2438845.869514 + Penalty 3311.047703 = -2435534.821812
  nChanged 2
		SP:Iteration 43Q (105267.290000 sec): 3 clusters
  Score: Raw -2438845.947551 + Penalty 3311.047703 = -2435534.899849
  nChanged 0
		SP:Iteration 44F (105267.640000 sec): 3 clusters
  Score: Raw -2438845.947551 + Penalty 3311.047703 = -2435534.899849
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (10222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105267.800000 sec): 2 clusters
  Score: Raw -754091.201626 + Penalty 1500.248350 = -752590.953276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105268.070000 sec): 3 clusters
  Score: Raw -748846.672178 + Penalty 3000.496700 = -745846.175477
  nChanged 4609
		SP:Iteration 1F (105268.290000 sec): 3 clusters
  Score: Raw -757060.427810 + Penalty 3000.496700 = -754059.931109
  nChanged 2190
		SP:Iteration 2F (105268.510000 sec): 3 clusters
  Score: Raw -768471.803948 + Penalty 3000.496700 = -765471.307247
  nChanged 1331
		SP:Iteration 3F (105268.740000 sec): 3 clusters
  Score: Raw -775197.253015 + Penalty 3000.496700 = -772196.756315
  nChanged 564
		SP:Iteration 4F (105268.970000 sec): 3 clusters
  Score: Raw -777693.235680 + Penalty 3000.496700 = -774692.738980
  nChanged 394
		SP:Iteration 5Q (105269.150000 sec): 3 clusters
  Score: Raw -779644.287118 + Penalty 3000.496700 = -776643.790418
  nChanged 260
		SP:Iteration 6Q (105269.330000 sec): 3 clusters
  Score: Raw -780563.935498 + Penalty 3000.496700 = -777563.438798
  nChanged 154
		SP:Iteration 7Q (105269.510000 sec): 3 clusters
  Score: Raw -780952.497522 + Penalty 3000.496700 = -777952.000822
  nChanged 83
		SP:Iteration 8Q (105269.700000 sec): 3 clusters
  Score: Raw -781049.700241 + Penalty 3000.496700 = -778049.203541
  nChanged 45
		SP:Iteration 9Q (105269.880000 sec): 3 clusters
  Score: Raw -781067.156162 + Penalty 3000.496700 = -778066.659462
  nChanged 17
		SP:Iteration 10Q (105270.060000 sec): 3 clusters
  Score: Raw -781070.339942 + Penalty 3000.496700 = -778069.843241
  nChanged 10
		SP:Iteration 11Q (105270.250000 sec): 3 clusters
  Score: Raw -781072.324727 + Penalty 3000.496700 = -778071.828027
  nChanged 6
		SP:Iteration 12Q (105270.430000 sec): 3 clusters
  Score: Raw -781072.979544 + Penalty 3000.496700 = -778072.482844
  nChanged 2
		SP:Iteration 13Q (105270.610000 sec): 3 clusters
  Score: Raw -781073.348167 + Penalty 3000.496700 = -778072.851467
  nChanged 2
		SP:Iteration 14Q (105270.840000 sec): 3 clusters
  Score: Raw -781073.604437 + Penalty 3000.496700 = -778073.107737
  nChanged 2
		SP:Iteration 15Q (105270.970000 sec): 3 clusters
  Score: Raw -781073.889111 + Penalty 3000.496700 = -778073.392410
  nChanged 2
		SP:Iteration 16Q (105271.170000 sec): 3 clusters
  Score: Raw -781074.147149 + Penalty 3000.496700 = -778073.650448
  nChanged 0
		SP:Iteration 17F (105271.390000 sec): 3 clusters
  Score: Raw -781074.147149 + Penalty 3000.496700 = -778073.650448
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (16420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105271.560000 sec): 2 clusters
  Score: Raw -1056220.870675 + Penalty 1577.266500 = -1054643.604175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105271.900000 sec): 3 clusters
  Score: Raw -1046741.563732 + Penalty 3154.532999 = -1043587.030733
  nChanged 7437
		SP:Iteration 1F (105272.200000 sec): 3 clusters
  Score: Raw -1054119.440507 + Penalty 3154.532999 = -1050964.907507
  nChanged 2145
		SP:Iteration 2F (105272.510000 sec): 3 clusters
  Score: Raw -1057104.601864 + Penalty 3154.532999 = -1053950.068865
  nChanged 1668
		SP:Iteration 3F (105272.710000 sec): 3 clusters
  Score: Raw -1058915.271032 + Penalty 3154.532999 = -1055760.738032
  nChanged 1061
		SP:Iteration 4F (105273.000000 sec): 3 clusters
  Score: Raw -1059615.951713 + Penalty 3154.532999 = -1056461.418713
  nChanged 611
		SP:Iteration 5Q (105273.300000 sec): 3 clusters
  Score: Raw -1059932.245976 + Penalty 3154.532999 = -1056777.712976
  nChanged 398
		SP:Iteration 6Q (105273.610000 sec): 3 clusters
  Score: Raw -1060124.904058 + Penalty 3154.532999 = -1056970.371058
  nChanged 305
		SP:Iteration 7Q (105273.920000 sec): 3 clusters
  Score: Raw -1060257.037305 + Penalty 3154.532999 = -1057102.504306
  nChanged 256
		SP:Iteration 8Q (105274.220000 sec): 3 clusters
  Score: Raw -1060349.789110 + Penalty 3154.532999 = -1057195.256111
  nChanged 237
		SP:Iteration 9Q (105274.530000 sec): 3 clusters
  Score: Raw -1060415.368446 + Penalty 3154.532999 = -1057260.835446
  nChanged 179
		SP:Iteration 10Q (105274.840000 sec): 3 clusters
  Score: Raw -1060461.063534 + Penalty 3154.532999 = -1057306.530535
  nChanged 152
		SP:Iteration 11Q (105275.140000 sec): 3 clusters
  Score: Raw -1060503.809664 + Penalty 3154.532999 = -1057349.276665
  nChanged 130
		SP:Iteration 12Q (105275.450000 sec): 3 clusters
  Score: Raw -1060534.382028 + Penalty 3154.532999 = -1057379.849029
  nChanged 117
		SP:Iteration 13Q (105275.760000 sec): 3 clusters
  Score: Raw -1060565.383024 + Penalty 3154.532999 = -1057410.850024
  nChanged 137
		SP:Iteration 14Q (105276.070000 sec): 3 clusters
  Score: Raw -1060600.978752 + Penalty 3154.532999 = -1057446.445753
  nChanged 112
		SP:Iteration 15Q (105276.370000 sec): 3 clusters
  Score: Raw -1060630.213637 + Penalty 3154.532999 = -1057475.680638
  nChanged 129
		SP:Iteration 16Q (105276.680000 sec): 3 clusters
  Score: Raw -1060659.361753 + Penalty 3154.532999 = -1057504.828754
  nChanged 122
		SP:Iteration 17Q (105276.990000 sec): 3 clusters
  Score: Raw -1060685.670081 + Penalty 3154.532999 = -1057531.137082
  nChanged 105
		SP:Iteration 18Q (105277.290000 sec): 3 clusters
  Score: Raw -1060707.739208 + Penalty 3154.532999 = -1057553.206208
  nChanged 94
		SP:Iteration 19Q (105277.600000 sec): 3 clusters
  Score: Raw -1060728.063124 + Penalty 3154.532999 = -1057573.530125
  nChanged 90
		SP:Iteration 20F (105277.910000 sec): 3 clusters
  Score: Raw -1060747.932219 + Penalty 3154.532999 = -1057593.399220
  nChanged 82
		SP:Iteration 21Q (105278.220000 sec): 3 clusters
  Score: Raw -1060769.438159 + Penalty 3154.532999 = -1057614.905159
  nChanged 91
		SP:Iteration 22Q (105278.520000 sec): 3 clusters
  Score: Raw -1060790.465027 + Penalty 3154.532999 = -1057635.932027
  nChanged 86
		SP:Iteration 23Q (105278.830000 sec): 3 clusters
  Score: Raw -1060811.106021 + Penalty 3154.532999 = -1057656.573021
  nChanged 96
		SP:Iteration 24Q (105279.140000 sec): 3 clusters
  Score: Raw -1060833.487557 + Penalty 3154.532999 = -1057678.954557
  nChanged 89
		SP:Iteration 25Q (105279.440000 sec): 3 clusters
  Score: Raw -1060851.935831 + Penalty 3154.532999 = -1057697.402832
  nChanged 81
		SP:Iteration 26Q (105279.750000 sec): 3 clusters
  Score: Raw -1060873.499354 + Penalty 3154.532999 = -1057718.966354
  nChanged 80
		SP:Iteration 27Q (105280.050000 sec): 3 clusters
  Score: Raw -1060895.312587 + Penalty 3154.532999 = -1057740.779588
  nChanged 80
		SP:Iteration 28Q (105280.360000 sec): 3 clusters
  Score: Raw -1060913.828069 + Penalty 3154.532999 = -1057759.295069
  nChanged 77
		SP:Iteration 29Q (105280.660000 sec): 3 clusters
  Score: Raw -1060931.280584 + Penalty 3154.532999 = -1057776.747584
  nChanged 73
		SP:Iteration 30Q (105280.970000 sec): 3 clusters
  Score: Raw -1060948.429745 + Penalty 3154.532999 = -1057793.896746
  nChanged 60
		SP:Iteration 31Q (105281.280000 sec): 3 clusters
  Score: Raw -1060957.994459 + Penalty 3154.532999 = -1057803.461459
  nChanged 49
		SP:Iteration 32Q (105281.580000 sec): 3 clusters
  Score: Raw -1060966.762470 + Penalty 3154.532999 = -1057812.229470
  nChanged 57
		SP:Iteration 33Q (105281.890000 sec): 3 clusters
  Score: Raw -1060978.262203 + Penalty 3154.532999 = -1057823.729204
  nChanged 52
		SP:Iteration 34Q (105282.180000 sec): 3 clusters
  Score: Raw -1060990.892356 + Penalty 3154.532999 = -1057836.359357
  nChanged 66
		SP:Iteration 35Q (105282.460000 sec): 3 clusters
  Score: Raw -1061008.207985 + Penalty 3154.532999 = -1057853.674986
  nChanged 83
		SP:Iteration 36Q (105282.760000 sec): 3 clusters
  Score: Raw -1061025.305514 + Penalty 3154.532999 = -1057870.772514
  nChanged 84
		SP:Iteration 37Q (105283.060000 sec): 3 clusters
  Score: Raw -1061040.512581 + Penalty 3154.532999 = -1057885.979581
  nChanged 71
		SP:Iteration 38Q (105283.360000 sec): 3 clusters
  Score: Raw -1061052.403259 + Penalty 3154.532999 = -1057897.870260
  nChanged 51
		SP:Iteration 39Q (105283.670000 sec): 3 clusters
  Score: Raw -1061061.473075 + Penalty 3154.532999 = -1057906.940076
  nChanged 46
		SP:Iteration 40F (105283.970000 sec): 3 clusters
  Score: Raw -1061073.328218 + Penalty 3154.532999 = -1057918.795219
  nChanged 52
		SP:Iteration 41Q (105284.280000 sec): 3 clusters
  Score: Raw -1061095.448327 + Penalty 3154.532999 = -1057940.915328
  nChanged 76
		SP:Iteration 42Q (105284.570000 sec): 3 clusters
  Score: Raw -1061142.706318 + Penalty 3154.532999 = -1057988.173318
  nChanged 100
		SP:Iteration 43Q (105284.790000 sec): 3 clusters
  Score: Raw -1061204.883154 + Penalty 3154.532999 = -1058050.350155
  nChanged 110
		SP:Iteration 44Q (105284.980000 sec): 3 clusters
  Score: Raw -1061273.258766 + Penalty 3154.532999 = -1058118.725767
  nChanged 125
		SP:Iteration 45Q (105285.180000 sec): 3 clusters
  Score: Raw -1061324.426712 + Penalty 3154.532999 = -1058169.893713
  nChanged 110
		SP:Iteration 46Q (105285.530000 sec): 3 clusters
  Score: Raw -1061367.832541 + Penalty 3154.532999 = -1058213.299541
  nChanged 94
		SP:Iteration 47Q (105285.840000 sec): 3 clusters
  Score: Raw -1061397.919603 + Penalty 3154.532999 = -1058243.386604
  nChanged 89
		SP:Iteration 48Q (105286.150000 sec): 3 clusters
  Score: Raw -1061430.102180 + Penalty 3154.532999 = -1058275.569180
  nChanged 83
		SP:Iteration 49Q (105286.420000 sec): 3 clusters
  Score: Raw -1061457.285062 + Penalty 3154.532999 = -1058302.752062
  nChanged 73
		SP:Iteration 50Q (105286.720000 sec): 3 clusters
  Score: Raw -1061486.810652 + Penalty 3154.532999 = -1058332.277653
  nChanged 78
		SP:Iteration 51Q (105287.030000 sec): 3 clusters
  Score: Raw -1061515.635539 + Penalty 3154.532999 = -1058361.102540
  nChanged 72
		SP:Iteration 52Q (105287.340000 sec): 3 clusters
  Score: Raw -1061545.935619 + Penalty 3154.532999 = -1058391.402620
  nChanged 85
		SP:Iteration 53Q (105287.600000 sec): 3 clusters
  Score: Raw -1061582.847330 + Penalty 3154.532999 = -1058428.314331
  nChanged 92
		SP:Iteration 54Q (105287.860000 sec): 3 clusters
  Score: Raw -1061610.398216 + Penalty 3154.532999 = -1058455.865216
  nChanged 86
		SP:Iteration 55Q (105288.120000 sec): 3 clusters
  Score: Raw -1061631.346635 + Penalty 3154.532999 = -1058476.813635
  nChanged 69
		SP:Iteration 56Q (105288.380000 sec): 3 clusters
  Score: Raw -1061641.784902 + Penalty 3154.532999 = -1058487.251902
  nChanged 42
		SP:Iteration 57Q (105288.690000 sec): 3 clusters
  Score: Raw -1061648.405760 + Penalty 3154.532999 = -1058493.872761
  nChanged 38
		SP:Iteration 58Q (105289.000000 sec): 3 clusters
  Score: Raw -1061653.004858 + Penalty 3154.532999 = -1058498.471858
  nChanged 30
		SP:Iteration 59Q (105289.260000 sec): 3 clusters
  Score: Raw -1061655.967553 + Penalty 3154.532999 = -1058501.434554
  nChanged 27
		SP:Iteration 60F (105289.560000 sec): 3 clusters
  Score: Raw -1061661.236991 + Penalty 3154.532999 = -1058506.703991
  nChanged 14
		SP:Iteration 61Q (105289.820000 sec): 3 clusters
  Score: Raw -1061663.195005 + Penalty 3154.532999 = -1058508.662005
  nChanged 17
		SP:Iteration 62Q (105290.090000 sec): 3 clusters
  Score: Raw -1061665.191752 + Penalty 3154.532999 = -1058510.658752
  nChanged 13
		SP:Iteration 63Q (105290.390000 sec): 3 clusters
  Score: Raw -1061666.627364 + Penalty 3154.532999 = -1058512.094364
  nChanged 11
		SP:Iteration 64Q (105290.690000 sec): 3 clusters
  Score: Raw -1061668.280075 + Penalty 3154.532999 = -1058513.747075
  nChanged 14
		SP:Iteration 65Q (105290.980000 sec): 3 clusters
  Score: Raw -1061669.825736 + Penalty 3154.532999 = -1058515.292737
  nChanged 11
		SP:Iteration 66Q (105291.260000 sec): 3 clusters
  Score: Raw -1061671.091709 + Penalty 3154.532999 = -1058516.558709
  nChanged 2
		SP:Iteration 67Q (105291.530000 sec): 3 clusters
  Score: Raw -1061671.220422 + Penalty 3154.532999 = -1058516.687423
  nChanged 0
		SP:Iteration 68F (105291.830000 sec): 3 clusters
  Score: Raw -1061671.220422 + Penalty 3154.532999 = -1058516.687423
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (19841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105292.040000 sec): 2 clusters
  Score: Raw -1637413.876893 + Penalty 1608.019690 = -1635805.857203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105292.370000 sec): 3 clusters
  Score: Raw -1625774.465780 + Penalty 3216.039379 = -1622558.426401
  nChanged 9109
		SP:Iteration 1F (105292.690000 sec): 3 clusters
  Score: Raw -1634500.331109 + Penalty 3216.039379 = -1631284.291729
  nChanged 2780
		SP:Iteration 2F (105293.010000 sec): 3 clusters
  Score: Raw -1638548.453095 + Penalty 3216.039379 = -1635332.413715
  nChanged 2064
		SP:Iteration 3F (105293.370000 sec): 3 clusters
  Score: Raw -1640618.322663 + Penalty 3216.039379 = -1637402.283284
  nChanged 1123
		SP:Iteration 4F (105293.650000 sec): 3 clusters
  Score: Raw -1641403.458560 + Penalty 3216.039379 = -1638187.419180
  nChanged 634
		SP:Iteration 5Q (105293.930000 sec): 3 clusters
  Score: Raw -1641716.428364 + Penalty 3216.039379 = -1638500.388985
  nChanged 415
		SP:Iteration 6Q (105294.210000 sec): 3 clusters
  Score: Raw -1641901.152542 + Penalty 3216.039379 = -1638685.113162
  nChanged 303
		SP:Iteration 7Q (105294.530000 sec): 3 clusters
  Score: Raw -1642016.372420 + Penalty 3216.039379 = -1638800.333040
  nChanged 240
		SP:Iteration 8Q (105294.810000 sec): 3 clusters
  Score: Raw -1642100.758599 + Penalty 3216.039379 = -1638884.719219
  nChanged 203
		SP:Iteration 9Q (105295.090000 sec): 3 clusters
  Score: Raw -1642169.350928 + Penalty 3216.039379 = -1638953.311549
  nChanged 189
		SP:Iteration 10Q (105295.370000 sec): 3 clusters
  Score: Raw -1642235.674961 + Penalty 3216.039379 = -1639019.635581
  nChanged 191
		SP:Iteration 11Q (105295.640000 sec): 3 clusters
  Score: Raw -1642302.295402 + Penalty 3216.039379 = -1639086.256022
  nChanged 157
		SP:Iteration 12Q (105295.920000 sec): 3 clusters
  Score: Raw -1642373.336527 + Penalty 3216.039379 = -1639157.297147
  nChanged 183
		SP:Iteration 13Q (105296.200000 sec): 3 clusters
  Score: Raw -1642532.591554 + Penalty 3216.039379 = -1639316.552174
  nChanged 170
		SP:Iteration 14Q (105296.480000 sec): 3 clusters
  Score: Raw -1642699.806934 + Penalty 3216.039379 = -1639483.767554
  nChanged 164
		SP:Iteration 15Q (105296.760000 sec): 3 clusters
  Score: Raw -1642790.534025 + Penalty 3216.039379 = -1639574.494645
  nChanged 105
		SP:Iteration 16Q (105297.040000 sec): 3 clusters
  Score: Raw -1642818.730627 + Penalty 3216.039379 = -1639602.691248
  nChanged 75
		SP:Iteration 17Q (105297.320000 sec): 3 clusters
  Score: Raw -1642834.610811 + Penalty 3216.039379 = -1639618.571431
  nChanged 60
		SP:Iteration 18Q (105297.600000 sec): 3 clusters
  Score: Raw -1642846.827410 + Penalty 3216.039379 = -1639630.788031
  nChanged 48
		SP:Iteration 19Q (105297.880000 sec): 3 clusters
  Score: Raw -1642857.916404 + Penalty 3216.039379 = -1639641.877025
  nChanged 44
		SP:Iteration 20F (105298.160000 sec): 3 clusters
  Score: Raw -1642867.236032 + Penalty 3216.039379 = -1639651.196653
  nChanged 36
		SP:Iteration 21Q (105298.430000 sec): 3 clusters
  Score: Raw -1642873.806173 + Penalty 3216.039379 = -1639657.766794
  nChanged 30
		SP:Iteration 22Q (105298.710000 sec): 3 clusters
  Score: Raw -1642879.819042 + Penalty 3216.039379 = -1639663.779662
  nChanged 39
		SP:Iteration 23Q (105299.030000 sec): 3 clusters
  Score: Raw -1642885.248955 + Penalty 3216.039379 = -1639669.209576
  nChanged 34
		SP:Iteration 24Q (105299.310000 sec): 3 clusters
  Score: Raw -1642890.464662 + Penalty 3216.039379 = -1639674.425282
  nChanged 27
		SP:Iteration 25Q (105299.580000 sec): 3 clusters
  Score: Raw -1642893.660959 + Penalty 3216.039379 = -1639677.621580
  nChanged 17
		SP:Iteration 26Q (105299.860000 sec): 3 clusters
  Score: Raw -1642897.370389 + Penalty 3216.039379 = -1639681.331009
  nChanged 22
		SP:Iteration 27Q (105300.130000 sec): 3 clusters
  Score: Raw -1642902.711794 + Penalty 3216.039379 = -1639686.672414
  nChanged 24
		SP:Iteration 28Q (105300.410000 sec): 3 clusters
  Score: Raw -1642906.698876 + Penalty 3216.039379 = -1639690.659496
  nChanged 16
		SP:Iteration 29Q (105300.690000 sec): 3 clusters
  Score: Raw -1642908.608977 + Penalty 3216.039379 = -1639692.569598
  nChanged 11
		SP:Iteration 30Q (105300.960000 sec): 3 clusters
  Score: Raw -1642909.879722 + Penalty 3216.039379 = -1639693.840342
  nChanged 16
		SP:Iteration 31Q (105301.240000 sec): 3 clusters
  Score: Raw -1642912.295394 + Penalty 3216.039379 = -1639696.256014
  nChanged 25
		SP:Iteration 32Q (105301.510000 sec): 3 clusters
  Score: Raw -1642916.234926 + Penalty 3216.039379 = -1639700.195547
  nChanged 18
		SP:Iteration 33Q (105301.790000 sec): 3 clusters
  Score: Raw -1642922.059604 + Penalty 3216.039379 = -1639706.020225
  nChanged 28
		SP:Iteration 34Q (105302.060000 sec): 3 clusters
  Score: Raw -1642927.692699 + Penalty 3216.039379 = -1639711.653320
  nChanged 37
		SP:Iteration 35Q (105302.340000 sec): 3 clusters
  Score: Raw -1642934.658072 + Penalty 3216.039379 = -1639718.618692
  nChanged 36
		SP:Iteration 36Q (105302.610000 sec): 3 clusters
  Score: Raw -1642941.495493 + Penalty 3216.039379 = -1639725.456113
  nChanged 41
		SP:Iteration 37Q (105302.890000 sec): 3 clusters
  Score: Raw -1642950.323393 + Penalty 3216.039379 = -1639734.284014
  nChanged 42
		SP:Iteration 38Q (105303.170000 sec): 3 clusters
  Score: Raw -1642959.447769 + Penalty 3216.039379 = -1639743.408390
  nChanged 33
		SP:Iteration 39Q (105303.440000 sec): 3 clusters
  Score: Raw -1642965.474749 + Penalty 3216.039379 = -1639749.435370
  nChanged 35
		SP:Iteration 40F (105303.760000 sec): 3 clusters
  Score: Raw -1642969.444509 + Penalty 3216.039379 = -1639753.405129
  nChanged 30
		SP:Iteration 41Q (105304.080000 sec): 3 clusters
  Score: Raw -1642972.763370 + Penalty 3216.039379 = -1639756.723990
  nChanged 31
		SP:Iteration 42Q (105304.400000 sec): 3 clusters
  Score: Raw -1642977.330441 + Penalty 3216.039379 = -1639761.291061
  nChanged 39
		SP:Iteration 43Q (105304.720000 sec): 3 clusters
  Score: Raw -1642984.751727 + Penalty 3216.039379 = -1639768.712347
  nChanged 43
		SP:Iteration 44Q (105305.000000 sec): 3 clusters
  Score: Raw -1642992.959663 + Penalty 3216.039379 = -1639776.920284
  nChanged 48
		SP:Iteration 45Q (105305.280000 sec): 3 clusters
  Score: Raw -1643000.563549 + Penalty 3216.039379 = -1639784.524169
  nChanged 37
		SP:Iteration 46Q (105305.560000 sec): 3 clusters
  Score: Raw -1643006.634040 + Penalty 3216.039379 = -1639790.594660
  nChanged 48
		SP:Iteration 47Q (105305.880000 sec): 3 clusters
  Score: Raw -1643013.999629 + Penalty 3216.039379 = -1639797.960249
  nChanged 48
		SP:Iteration 48Q (105306.160000 sec): 3 clusters
  Score: Raw -1643021.520468 + Penalty 3216.039379 = -1639805.481089
  nChanged 50
		SP:Iteration 49Q (105306.430000 sec): 3 clusters
  Score: Raw -1643029.938951 + Penalty 3216.039379 = -1639813.899572
  nChanged 57
		SP:Iteration 50Q (105306.710000 sec): 3 clusters
  Score: Raw -1643040.877815 + Penalty 3216.039379 = -1639824.838435
  nChanged 58
		SP:Iteration 51Q (105306.990000 sec): 3 clusters
  Score: Raw -1643054.250533 + Penalty 3216.039379 = -1639838.211153
  nChanged 66
		SP:Iteration 52Q (105307.260000 sec): 3 clusters
  Score: Raw -1643067.968920 + Penalty 3216.039379 = -1639851.929541
  nChanged 64
		SP:Iteration 53Q (105307.530000 sec): 3 clusters
  Score: Raw -1643080.004216 + Penalty 3216.039379 = -1639863.964836
  nChanged 63
		SP:Iteration 54Q (105307.810000 sec): 3 clusters
  Score: Raw -1643096.154097 + Penalty 3216.039379 = -1639880.114717
  nChanged 76
		SP:Iteration 55Q (105308.090000 sec): 3 clusters
  Score: Raw -1643113.480764 + Penalty 3216.039379 = -1639897.441384
  nChanged 84
		SP:Iteration 56Q (105308.360000 sec): 3 clusters
  Score: Raw -1643131.057597 + Penalty 3216.039379 = -1639915.018217
  nChanged 79
		SP:Iteration 57Q (105308.640000 sec): 3 clusters
  Score: Raw -1643151.492256 + Penalty 3216.039379 = -1639935.452876
  nChanged 82
		SP:Iteration 58Q (105308.910000 sec): 3 clusters
  Score: Raw -1643176.167700 + Penalty 3216.039379 = -1639960.128321
  nChanged 101
		SP:Iteration 59Q (105309.190000 sec): 3 clusters
  Score: Raw -1643217.149356 + Penalty 3216.039379 = -1640001.109976
  nChanged 135
		SP:Iteration 60F (105309.510000 sec): 3 clusters
  Score: Raw -1643285.617897 + Penalty 3216.039379 = -1640069.578517
  nChanged 187
		SP:Iteration 61Q (105309.790000 sec): 3 clusters
  Score: Raw -1643405.387192 + Penalty 3216.039379 = -1640189.347813
  nChanged 218
		SP:Iteration 62Q (105310.060000 sec): 3 clusters
  Score: Raw -1643607.360150 + Penalty 3216.039379 = -1640391.320771
  nChanged 300
		SP:Iteration 63Q (105310.340000 sec): 3 clusters
  Score: Raw -1643959.131020 + Penalty 3216.039379 = -1640743.091640
  nChanged 382
		SP:Iteration 64Q (105310.610000 sec): 3 clusters
  Score: Raw -1644580.522070 + Penalty 3216.039379 = -1641364.482690
  nChanged 523
		SP:Iteration 65Q (105310.890000 sec): 3 clusters
  Score: Raw -1646044.072317 + Penalty 3216.039379 = -1642828.032937
  nChanged 704
		SP:Iteration 66Q (105311.160000 sec): 3 clusters
  Score: Raw -1649758.241589 + Penalty 3216.039379 = -1646542.202210
  nChanged 990
		SP:Iteration 67Q (105311.440000 sec): 3 clusters
  Score: Raw -1653375.852215 + Penalty 3216.039379 = -1650159.812836
  nChanged 1161
		SP:Iteration 68F (105311.760000 sec): 3 clusters
  Score: Raw -1655581.896234 + Penalty 3216.039379 = -1652365.856854
  nChanged 925
		SP:Iteration 69Q (105312.030000 sec): 3 clusters
  Score: Raw -1657140.328987 + Penalty 3216.039379 = -1653924.289607
  nChanged 564
		SP:Iteration 70Q (105312.310000 sec): 3 clusters
  Score: Raw -1658150.327842 + Penalty 3216.039379 = -1654934.288463
  nChanged 344
		SP:Iteration 71Q (105312.580000 sec): 3 clusters
  Score: Raw -1658834.308592 + Penalty 3216.039379 = -1655618.269212
  nChanged 238
		SP:Iteration 72Q (105312.850000 sec): 3 clusters
  Score: Raw -1659365.634415 + Penalty 3216.039379 = -1656149.595036
  nChanged 157
		SP:Iteration 73Q (105313.130000 sec): 3 clusters
  Score: Raw -1659651.086013 + Penalty 3216.039379 = -1656435.046634
  nChanged 91
		SP:Iteration 74Q (105313.400000 sec): 3 clusters
  Score: Raw -1659752.599389 + Penalty 3216.039379 = -1656536.560010
  nChanged 40
		SP:Iteration 75Q (105313.720000 sec): 3 clusters
  Score: Raw -1659781.599436 + Penalty 3216.039379 = -1656565.560056
  nChanged 16
		SP:Iteration 76Q (105313.990000 sec): 3 clusters
  Score: Raw -1659790.308768 + Penalty 3216.039379 = -1656574.269389
  nChanged 5
		SP:Iteration 77Q (105314.270000 sec): 3 clusters
  Score: Raw -1659792.264648 + Penalty 3216.039379 = -1656576.225269
  nChanged 3
		SP:Iteration 78Q (105314.510000 sec): 3 clusters
  Score: Raw -1659792.669227 + Penalty 3216.039379 = -1656576.629848
  nChanged 2
		SP:Iteration 79Q (105314.790000 sec): 3 clusters
  Score: Raw -1659792.931491 + Penalty 3216.039379 = -1656576.892111
  nChanged 4
		SP:Iteration 80F (105315.110000 sec): 3 clusters
  Score: Raw -1659793.843596 + Penalty 3216.039379 = -1656577.804217
  nChanged 3
		SP:Iteration 81Q (105315.380000 sec): 3 clusters
  Score: Raw -1659794.565872 + Penalty 3216.039379 = -1656578.526493
  nChanged 3
		SP:Iteration 82Q (105315.650000 sec): 3 clusters
  Score: Raw -1659795.164160 + Penalty 3216.039379 = -1656579.124781
  nChanged 0
		SP:Iteration 83F (105315.970000 sec): 3 clusters
  Score: Raw -1659795.164160 + Penalty 3216.039379 = -1656579.124781
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (63288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105316.430000 sec): 2 clusters
  Score: Raw -5621023.628800 + Penalty 1796.510790 = -5619227.118009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105317.130000 sec): 3 clusters
  Score: Raw -5580833.515840 + Penalty 3593.021580 = -5577240.494259
  nChanged 29923
		SP:Iteration 1F (105317.830000 sec): 3 clusters
  Score: Raw -5604242.128404 + Penalty 3593.021580 = -5600649.106824
  nChanged 7730
		SP:Iteration 2F (105318.490000 sec): 3 clusters
  Score: Raw -5614066.889709 + Penalty 3593.021580 = -5610473.868128
  nChanged 7204
		SP:Iteration 3F (105319.190000 sec): 3 clusters
  Score: Raw -5621577.551713 + Penalty 3593.021580 = -5617984.530133
  nChanged 4938
		SP:Iteration 4F (105319.910000 sec): 3 clusters
  Score: Raw -5626049.677065 + Penalty 3593.021580 = -5622456.655485
  nChanged 3488
		SP:Iteration 5F (105320.610000 sec): 3 clusters
  Score: Raw -5629737.708131 + Penalty 3593.021580 = -5626144.686550
  nChanged 3132
		SP:Iteration 6Q (105321.320000 sec): 3 clusters
  Score: Raw -5633479.755657 + Penalty 3593.021580 = -5629886.734077
  nChanged 2944
		SP:Iteration 7Q (105322.030000 sec): 3 clusters
  Score: Raw -5636665.538372 + Penalty 3593.021580 = -5633072.516792
  nChanged 2534
		SP:Iteration 8Q (105322.730000 sec): 3 clusters
  Score: Raw -5638690.302970 + Penalty 3593.021580 = -5635097.281390
  nChanged 2087
		SP:Iteration 9Q (105323.440000 sec): 3 clusters
  Score: Raw -5639875.641880 + Penalty 3593.021580 = -5636282.620300
  nChanged 1572
		SP:Iteration 10Q (105324.150000 sec): 3 clusters
  Score: Raw -5640508.576389 + Penalty 3593.021580 = -5636915.554808
  nChanged 1180
		SP:Iteration 11Q (105324.850000 sec): 3 clusters
  Score: Raw -5640899.626916 + Penalty 3593.021580 = -5637306.605336
  nChanged 987
		SP:Iteration 12Q (105325.560000 sec): 3 clusters
  Score: Raw -5641290.253990 + Penalty 3593.021580 = -5637697.232409
  nChanged 879
		SP:Iteration 13Q (105326.270000 sec): 3 clusters
  Score: Raw -5642416.612367 + Penalty 3593.021580 = -5638823.590786
  nChanged 1202
		SP:Iteration 14Q (105326.980000 sec): 3 clusters
  Score: Raw -5648940.928996 + Penalty 3593.021580 = -5645347.907416
  nChanged 1773
		SP:Iteration 15Q (105327.710000 sec): 3 clusters
  Score: Raw -5658425.439238 + Penalty 3593.021580 = -5654832.417658
  nChanged 2471
		SP:Iteration 16Q (105328.350000 sec): 3 clusters
  Score: Raw -5661333.587375 + Penalty 3593.021580 = -5657740.565795
  nChanged 1926
		SP:Iteration 17Q (105328.950000 sec): 3 clusters
  Score: Raw -5662616.028757 + Penalty 3593.021580 = -5659023.007176
  nChanged 1439
		SP:Iteration 18Q (105329.610000 sec): 3 clusters
  Score: Raw -5663458.904383 + Penalty 3593.021580 = -5659865.882802
  nChanged 1123
		SP:Iteration 19Q (105330.320000 sec): 3 clusters
  Score: Raw -5663969.721682 + Penalty 3593.021580 = -5660376.700102
  nChanged 895
		SP:Iteration 20F (105331.030000 sec): 3 clusters
  Score: Raw -5664305.834354 + Penalty 3593.021580 = -5660712.812773
  nChanged 748
		SP:Iteration 21Q (105331.740000 sec): 3 clusters
  Score: Raw -5664550.983014 + Penalty 3593.021580 = -5660957.961434
  nChanged 605
		SP:Iteration 22Q (105332.460000 sec): 3 clusters
  Score: Raw -5664730.073601 + Penalty 3593.021580 = -5661137.052020
  nChanged 506
		SP:Iteration 23Q (105333.160000 sec): 3 clusters
  Score: Raw -5664874.039452 + Penalty 3593.021580 = -5661281.017872
  nChanged 483
		SP:Iteration 24Q (105333.880000 sec): 3 clusters
  Score: Raw -5665034.684546 + Penalty 3593.021580 = -5661441.662966
  nChanged 453
		SP:Iteration 25Q (105334.590000 sec): 3 clusters
  Score: Raw -5665173.272102 + Penalty 3593.021580 = -5661580.250522
  nChanged 399
		SP:Iteration 26Q (105335.300000 sec): 3 clusters
  Score: Raw -5665280.887413 + Penalty 3593.021580 = -5661687.865833
  nChanged 337
		SP:Iteration 27Q (105336.010000 sec): 3 clusters
  Score: Raw -5665364.736026 + Penalty 3593.021580 = -5661771.714445
  nChanged 294
		SP:Iteration 28Q (105336.720000 sec): 3 clusters
  Score: Raw -5665435.430897 + Penalty 3593.021580 = -5661842.409316
  nChanged 264
		SP:Iteration 29Q (105337.430000 sec): 3 clusters
  Score: Raw -5665495.837983 + Penalty 3593.021580 = -5661902.816403
  nChanged 261
		SP:Iteration 30Q (105338.140000 sec): 3 clusters
  Score: Raw -5665550.939231 + Penalty 3593.021580 = -5661957.917650
  nChanged 255
		SP:Iteration 31Q (105338.850000 sec): 3 clusters
  Score: Raw -5665603.517693 + Penalty 3593.021580 = -5662010.496112
  nChanged 205
		SP:Iteration 32Q (105339.560000 sec): 3 clusters
  Score: Raw -5665642.289974 + Penalty 3593.021580 = -5662049.268394
  nChanged 190
		SP:Iteration 33Q (105340.270000 sec): 3 clusters
  Score: Raw -5665671.217808 + Penalty 3593.021580 = -5662078.196227
  nChanged 151
		SP:Iteration 34Q (105340.940000 sec): 3 clusters
  Score: Raw -5665691.764583 + Penalty 3593.021580 = -5662098.743003
  nChanged 135
		SP:Iteration 35Q (105341.600000 sec): 3 clusters
  Score: Raw -5665709.322352 + Penalty 3593.021580 = -5662116.300772
  nChanged 121
		SP:Iteration 36Q (105342.320000 sec): 3 clusters
  Score: Raw -5665722.222014 + Penalty 3593.021580 = -5662129.200434
  nChanged 103
		SP:Iteration 37Q (105342.990000 sec): 3 clusters
  Score: Raw -5665733.771525 + Penalty 3593.021580 = -5662140.749944
  nChanged 96
		SP:Iteration 38Q (105343.640000 sec): 3 clusters
  Score: Raw -5665746.506178 + Penalty 3593.021580 = -5662153.484598
  nChanged 86
		SP:Iteration 39Q (105344.240000 sec): 3 clusters
  Score: Raw -5665757.971687 + Penalty 3593.021580 = -5662164.950107
  nChanged 84
		SP:Iteration 40F (105344.920000 sec): 3 clusters
  Score: Raw -5665768.408035 + Penalty 3593.021580 = -5662175.386454
  nChanged 63
		SP:Iteration 41Q (105345.630000 sec): 3 clusters
  Score: Raw -5665773.737110 + Penalty 3593.021580 = -5662180.715530
  nChanged 51
		SP:Iteration 42Q (105346.310000 sec): 3 clusters
  Score: Raw -5665777.229795 + Penalty 3593.021580 = -5662184.208215
  nChanged 47
		SP:Iteration 43Q (105346.980000 sec): 3 clusters
  Score: Raw -5665779.791795 + Penalty 3593.021580 = -5662186.770215
  nChanged 39
		SP:Iteration 44Q (105347.640000 sec): 3 clusters
  Score: Raw -5665781.954957 + Penalty 3593.021580 = -5662188.933377
  nChanged 36
		SP:Iteration 45Q (105348.330000 sec): 3 clusters
  Score: Raw -5665783.598588 + Penalty 3593.021580 = -5662190.577007
  nChanged 27
		SP:Iteration 46Q (105348.940000 sec): 3 clusters
  Score: Raw -5665784.890953 + Penalty 3593.021580 = -5662191.869373
  nChanged 27
		SP:Iteration 47Q (105349.610000 sec): 3 clusters
  Score: Raw -5665786.125574 + Penalty 3593.021580 = -5662193.103994
  nChanged 27
		SP:Iteration 48Q (105350.230000 sec): 3 clusters
  Score: Raw -5665787.119494 + Penalty 3593.021580 = -5662194.097914
  nChanged 13
		SP:Iteration 49Q (105350.860000 sec): 3 clusters
  Score: Raw -5665787.518136 + Penalty 3593.021580 = -5662194.496556
  nChanged 6
		SP:Iteration 50Q (105351.530000 sec): 3 clusters
  Score: Raw -5665787.648146 + Penalty 3593.021580 = -5662194.626566
  nChanged 4
		SP:Iteration 51Q (105352.200000 sec): 3 clusters
  Score: Raw -5665787.729159 + Penalty 3593.021580 = -5662194.707578
  nChanged 2
		SP:Iteration 52Q (105352.870000 sec): 3 clusters
  Score: Raw -5665787.799159 + Penalty 3593.021580 = -5662194.777578
  nChanged 4
		SP:Iteration 53Q (105353.580000 sec): 3 clusters
  Score: Raw -5665787.871509 + Penalty 3593.021580 = -5662194.849929
  nChanged 1
		SP:Iteration 54Q (105354.260000 sec): 3 clusters
  Score: Raw -5665787.894334 + Penalty 3593.021580 = -5662194.872754
  nChanged 2
		SP:Iteration 55Q (105354.930000 sec): 3 clusters
  Score: Raw -5665787.947805 + Penalty 3593.021580 = -5662194.926225
  nChanged 1
		SP:Iteration 56Q (105355.610000 sec): 3 clusters
  Score: Raw -5665787.986743 + Penalty 3593.021580 = -5662194.965163
  nChanged 1
		SP:Iteration 57Q (105356.290000 sec): 3 clusters
  Score: Raw -5665788.016671 + Penalty 3593.021580 = -5662194.995091
  nChanged 1
		SP:Iteration 58Q (105356.970000 sec): 3 clusters
  Score: Raw -5665788.048057 + Penalty 3593.021580 = -5662195.026477
  nChanged 1
		SP:Iteration 59Q (105357.690000 sec): 3 clusters
  Score: Raw -5665788.077651 + Penalty 3593.021580 = -5662195.056070
  nChanged 2
		SP:Iteration 60F (105358.410000 sec): 3 clusters
  Score: Raw -5665788.141051 + Penalty 3593.021580 = -5662195.119470
  nChanged 1
		SP:Iteration 61Q (105359.090000 sec): 3 clusters
  Score: Raw -5665788.164748 + Penalty 3593.021580 = -5662195.143167
  nChanged 1
		SP:Iteration 62Q (105359.720000 sec): 3 clusters
  Score: Raw -5665788.213232 + Penalty 3593.021580 = -5662195.191651
  nChanged 4
		SP:Iteration 63Q (105360.440000 sec): 3 clusters
  Score: Raw -5665788.354060 + Penalty 3593.021580 = -5662195.332480
  nChanged 3
		SP:Iteration 64Q (105361.110000 sec): 3 clusters
  Score: Raw -5665788.514669 + Penalty 3593.021580 = -5662195.493088
  nChanged 2
		SP:Iteration 65Q (105361.790000 sec): 3 clusters
  Score: Raw -5665788.568145 + Penalty 3593.021580 = -5662195.546565
  nChanged 1
		SP:Iteration 66Q (105362.470000 sec): 3 clusters
  Score: Raw -5665788.621257 + Penalty 3593.021580 = -5662195.599677
  nChanged 2
		SP:Iteration 67Q (105363.150000 sec): 3 clusters
  Score: Raw -5665788.667164 + Penalty 3593.021580 = -5662195.645584
  nChanged 2
		SP:Iteration 68Q (105363.820000 sec): 3 clusters
  Score: Raw -5665788.713966 + Penalty 3593.021580 = -5662195.692385
  nChanged 2
		SP:Iteration 69Q (105364.500000 sec): 3 clusters
  Score: Raw -5665788.795801 + Penalty 3593.021580 = -5662195.774221
  nChanged 5
		SP:Iteration 70Q (105365.170000 sec): 3 clusters
  Score: Raw -5665789.033724 + Penalty 3593.021580 = -5662196.012143
  nChanged 5
		SP:Iteration 71Q (105365.850000 sec): 3 clusters
  Score: Raw -5665789.160338 + Penalty 3593.021580 = -5662196.138757
  nChanged 6
		SP:Iteration 72Q (105366.530000 sec): 3 clusters
  Score: Raw -5665789.334023 + Penalty 3593.021580 = -5662196.312443
  nChanged 4
		SP:Iteration 73Q (105367.160000 sec): 3 clusters
  Score: Raw -5665789.429750 + Penalty 3593.021580 = -5662196.408170
  nChanged 3
		SP:Iteration 74Q (105367.740000 sec): 3 clusters
  Score: Raw -5665789.476649 + Penalty 3593.021580 = -5662196.455069
  nChanged 2
		SP:Iteration 75Q (105368.450000 sec): 3 clusters
  Score: Raw -5665789.514743 + Penalty 3593.021580 = -5662196.493163
  nChanged 0
		SP:Iteration 76F (105369.150000 sec): 3 clusters
  Score: Raw -5665789.514743 + Penalty 3593.021580 = -5662196.493163
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (15737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105369.350000 sec): 2 clusters
  Score: Raw -1121532.168742 + Penalty 1570.362610 = -1119961.806132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105369.610000 sec): 3 clusters
  Score: Raw -1112285.642104 + Penalty 3140.725220 = -1109144.916884
  nChanged 7160
		SP:Iteration 1F (105369.920000 sec): 3 clusters
  Score: Raw -1118131.629898 + Penalty 3140.725220 = -1114990.904678
  nChanged 1941
		SP:Iteration 2F (105370.170000 sec): 3 clusters
  Score: Raw -1120575.529301 + Penalty 3140.725220 = -1117434.804082
  nChanged 1600
		SP:Iteration 3F (105370.420000 sec): 3 clusters
  Score: Raw -1122338.522690 + Penalty 3140.725220 = -1119197.797471
  nChanged 1164
		SP:Iteration 4F (105370.710000 sec): 3 clusters
  Score: Raw -1123303.421469 + Penalty 3140.725220 = -1120162.696250
  nChanged 788
		SP:Iteration 5F (105370.970000 sec): 3 clusters
  Score: Raw -1123802.587006 + Penalty 3140.725220 = -1120661.861786
  nChanged 540
		SP:Iteration 6Q (105371.220000 sec): 3 clusters
  Score: Raw -1124088.905059 + Penalty 3140.725220 = -1120948.179839
  nChanged 413
		SP:Iteration 7Q (105371.460000 sec): 3 clusters
  Score: Raw -1124328.504104 + Penalty 3140.725220 = -1121187.778884
  nChanged 388
		SP:Iteration 8Q (105371.710000 sec): 3 clusters
  Score: Raw -1124550.074684 + Penalty 3140.725220 = -1121409.349465
  nChanged 391
		SP:Iteration 9Q (105371.990000 sec): 3 clusters
  Score: Raw -1124770.252442 + Penalty 3140.725220 = -1121629.527222
  nChanged 359
		SP:Iteration 10Q (105372.300000 sec): 3 clusters
  Score: Raw -1124951.327989 + Penalty 3140.725220 = -1121810.602769
  nChanged 310
		SP:Iteration 11Q (105372.570000 sec): 3 clusters
  Score: Raw -1125082.151727 + Penalty 3140.725220 = -1121941.426507
  nChanged 255
		SP:Iteration 12Q (105372.890000 sec): 3 clusters
  Score: Raw -1125191.333613 + Penalty 3140.725220 = -1122050.608393
  nChanged 245
		SP:Iteration 13Q (105373.150000 sec): 3 clusters
  Score: Raw -1125294.413459 + Penalty 3140.725220 = -1122153.688240
  nChanged 233
		SP:Iteration 14Q (105373.420000 sec): 3 clusters
  Score: Raw -1125375.945903 + Penalty 3140.725220 = -1122235.220683
  nChanged 181
		SP:Iteration 15Q (105373.670000 sec): 3 clusters
  Score: Raw -1125431.030873 + Penalty 3140.725220 = -1122290.305654
  nChanged 158
		SP:Iteration 16Q (105373.980000 sec): 3 clusters
  Score: Raw -1125477.924891 + Penalty 3140.725220 = -1122337.199671
  nChanged 156
		SP:Iteration 17Q (105374.230000 sec): 3 clusters
  Score: Raw -1125534.224315 + Penalty 3140.725220 = -1122393.499096
  nChanged 145
		SP:Iteration 18Q (105374.510000 sec): 3 clusters
  Score: Raw -1125585.251302 + Penalty 3140.725220 = -1122444.526083
  nChanged 161
		SP:Iteration 19Q (105374.770000 sec): 3 clusters
  Score: Raw -1125648.245958 + Penalty 3140.725220 = -1122507.520738
  nChanged 165
		SP:Iteration 20F (105375.090000 sec): 3 clusters
  Score: Raw -1125717.686837 + Penalty 3140.725220 = -1122576.961617
  nChanged 178
		SP:Iteration 21Q (105375.350000 sec): 3 clusters
  Score: Raw -1125800.218706 + Penalty 3140.725220 = -1122659.493487
  nChanged 186
		SP:Iteration 22Q (105375.620000 sec): 3 clusters
  Score: Raw -1125894.243381 + Penalty 3140.725220 = -1122753.518162
  nChanged 178
		SP:Iteration 23Q (105375.890000 sec): 3 clusters
  Score: Raw -1125981.507967 + Penalty 3140.725220 = -1122840.782747
  nChanged 172
		SP:Iteration 24Q (105376.110000 sec): 3 clusters
  Score: Raw -1126060.819059 + Penalty 3140.725220 = -1122920.093839
  nChanged 157
		SP:Iteration 25Q (105376.380000 sec): 3 clusters
  Score: Raw -1126131.462164 + Penalty 3140.725220 = -1122990.736944
  nChanged 161
		SP:Iteration 26Q (105376.650000 sec): 3 clusters
  Score: Raw -1126202.983131 + Penalty 3140.725220 = -1123062.257911
  nChanged 152
		SP:Iteration 27Q (105376.910000 sec): 3 clusters
  Score: Raw -1126267.694361 + Penalty 3140.725220 = -1123126.969142
  nChanged 168
		SP:Iteration 28Q (105377.170000 sec): 3 clusters
  Score: Raw -1126345.532839 + Penalty 3140.725220 = -1123204.807619
  nChanged 163
		SP:Iteration 29Q (105377.480000 sec): 3 clusters
  Score: Raw -1126439.898994 + Penalty 3140.725220 = -1123299.173774
  nChanged 175
		SP:Iteration 30Q (105377.700000 sec): 3 clusters
  Score: Raw -1126570.414276 + Penalty 3140.725220 = -1123429.689057
  nChanged 178
		SP:Iteration 31Q (105377.940000 sec): 3 clusters
  Score: Raw -1126683.435882 + Penalty 3140.725220 = -1123542.710663
  nChanged 160
		SP:Iteration 32Q (105378.190000 sec): 3 clusters
  Score: Raw -1126789.344486 + Penalty 3140.725220 = -1123648.619266
  nChanged 157
		SP:Iteration 33Q (105378.430000 sec): 3 clusters
  Score: Raw -1126893.804801 + Penalty 3140.725220 = -1123753.079582
  nChanged 165
		SP:Iteration 34Q (105378.720000 sec): 3 clusters
  Score: Raw -1126992.402289 + Penalty 3140.725220 = -1123851.677069
  nChanged 143
		SP:Iteration 35Q (105379.010000 sec): 3 clusters
  Score: Raw -1127051.392789 + Penalty 3140.725220 = -1123910.667569
  nChanged 123
		SP:Iteration 36Q (105379.270000 sec): 3 clusters
  Score: Raw -1127087.025797 + Penalty 3140.725220 = -1123946.300578
  nChanged 84
		SP:Iteration 37Q (105379.540000 sec): 3 clusters
  Score: Raw -1127108.602647 + Penalty 3140.725220 = -1123967.877428
  nChanged 80
		SP:Iteration 38Q (105379.810000 sec): 3 clusters
  Score: Raw -1127129.273929 + Penalty 3140.725220 = -1123988.548710
  nChanged 71
		SP:Iteration 39Q (105380.070000 sec): 3 clusters
  Score: Raw -1127149.775633 + Penalty 3140.725220 = -1124009.050414
  nChanged 79
		SP:Iteration 40F (105380.340000 sec): 3 clusters
  Score: Raw -1127169.933303 + Penalty 3140.725220 = -1124029.208084
  nChanged 75
		SP:Iteration 41Q (105380.610000 sec): 3 clusters
  Score: Raw -1127187.646846 + Penalty 3140.725220 = -1124046.921627
  nChanged 67
		SP:Iteration 42Q (105380.880000 sec): 3 clusters
  Score: Raw -1127202.362835 + Penalty 3140.725220 = -1124061.637615
  nChanged 61
		SP:Iteration 43Q (105381.140000 sec): 3 clusters
  Score: Raw -1127217.036630 + Penalty 3140.725220 = -1124076.311410
  nChanged 50
		SP:Iteration 44Q (105381.400000 sec): 3 clusters
  Score: Raw -1127227.733458 + Penalty 3140.725220 = -1124087.008239
  nChanged 36
		SP:Iteration 45Q (105381.660000 sec): 3 clusters
  Score: Raw -1127235.115942 + Penalty 3140.725220 = -1124094.390722
  nChanged 28
		SP:Iteration 46Q (105381.930000 sec): 3 clusters
  Score: Raw -1127241.591933 + Penalty 3140.725220 = -1124100.866713
  nChanged 26
		SP:Iteration 47Q (105382.190000 sec): 3 clusters
  Score: Raw -1127246.128671 + Penalty 3140.725220 = -1124105.403452
  nChanged 31
		SP:Iteration 48Q (105382.450000 sec): 3 clusters
  Score: Raw -1127250.849091 + Penalty 3140.725220 = -1124110.123872
  nChanged 25
		SP:Iteration 49Q (105382.640000 sec): 3 clusters
  Score: Raw -1127255.079894 + Penalty 3140.725220 = -1124114.354674
  nChanged 20
		SP:Iteration 50Q (105382.920000 sec): 3 clusters
  Score: Raw -1127258.002606 + Penalty 3140.725220 = -1124117.277386
  nChanged 19
		SP:Iteration 51Q (105383.180000 sec): 3 clusters
  Score: Raw -1127261.081998 + Penalty 3140.725220 = -1124120.356778
  nChanged 18
		SP:Iteration 52Q (105383.420000 sec): 3 clusters
  Score: Raw -1127264.357013 + Penalty 3140.725220 = -1124123.631793
  nChanged 22
		SP:Iteration 53Q (105383.660000 sec): 3 clusters
  Score: Raw -1127269.617424 + Penalty 3140.725220 = -1124128.892205
  nChanged 26
		SP:Iteration 54Q (105383.950000 sec): 3 clusters
  Score: Raw -1127274.481126 + Penalty 3140.725220 = -1124133.755906
  nChanged 26
		SP:Iteration 55Q (105384.220000 sec): 3 clusters
  Score: Raw -1127280.081100 + Penalty 3140.725220 = -1124139.355881
  nChanged 28
		SP:Iteration 56Q (105384.480000 sec): 3 clusters
  Score: Raw -1127287.687871 + Penalty 3140.725220 = -1124146.962652
  nChanged 35
		SP:Iteration 57Q (105384.750000 sec): 3 clusters
  Score: Raw -1127294.375237 + Penalty 3140.725220 = -1124153.650017
  nChanged 36
		SP:Iteration 58Q (105385.020000 sec): 3 clusters
  Score: Raw -1127301.746852 + Penalty 3140.725220 = -1124161.021632
  nChanged 36
		SP:Iteration 59Q (105385.280000 sec): 3 clusters
  Score: Raw -1127308.514255 + Penalty 3140.725220 = -1124167.789035
  nChanged 39
		SP:Iteration 60F (105385.590000 sec): 3 clusters
  Score: Raw -1127317.020655 + Penalty 3140.725220 = -1124176.295436
  nChanged 39
		SP:Iteration 61Q (105385.860000 sec): 3 clusters
  Score: Raw -1127325.878222 + Penalty 3140.725220 = -1124185.153002
  nChanged 35
		SP:Iteration 62Q (105386.120000 sec): 3 clusters
  Score: Raw -1127331.435877 + Penalty 3140.725220 = -1124190.710658
  nChanged 30
		SP:Iteration 63Q (105386.390000 sec): 3 clusters
  Score: Raw -1127336.501548 + Penalty 3140.725220 = -1124195.776328
  nChanged 21
		SP:Iteration 64Q (105386.650000 sec): 3 clusters
  Score: Raw -1127339.792658 + Penalty 3140.725220 = -1124199.067439
  nChanged 22
		SP:Iteration 65Q (105386.920000 sec): 3 clusters
  Score: Raw -1127343.798309 + Penalty 3140.725220 = -1124203.073090
  nChanged 23
		SP:Iteration 66Q (105387.190000 sec): 3 clusters
  Score: Raw -1127348.010468 + Penalty 3140.725220 = -1124207.285248
  nChanged 26
		SP:Iteration 67Q (105387.450000 sec): 3 clusters
  Score: Raw -1127351.877486 + Penalty 3140.725220 = -1124211.152267
  nChanged 22
		SP:Iteration 68Q (105387.720000 sec): 3 clusters
  Score: Raw -1127353.807521 + Penalty 3140.725220 = -1124213.082302
  nChanged 9
		SP:Iteration 69Q (105387.990000 sec): 3 clusters
  Score: Raw -1127354.275166 + Penalty 3140.725220 = -1124213.549947
  nChanged 1
		SP:Iteration 70Q (105388.260000 sec): 3 clusters
  Score: Raw -1127354.295888 + Penalty 3140.725220 = -1124213.570668
  nChanged 1
		SP:Iteration 71Q (105388.520000 sec): 3 clusters
  Score: Raw -1127354.359745 + Penalty 3140.725220 = -1124213.634525
  nChanged 0
		SP:Iteration 72F (105388.780000 sec): 3 clusters
  Score: Raw -1127354.359745 + Penalty 3140.725220 = -1124213.634525
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 20F (105463.770000 sec): 39 clusters
  Score: Raw -46511155.004266 + Penalty 81945.149411 = -46429209.854855
  nChanged 47465
Iteration 21F (105537.640000 sec): 39 clusters
  Score: Raw -46537896.117733 + Penalty 81945.149411 = -46455950.968322
  nChanged 21815
Iteration 22Q (105594.640000 sec): 39 clusters
  Score: Raw -46548317.634303 + Penalty 81945.149411 = -46466372.484893
  nChanged 15223
Iteration 23Q (105651.180000 sec): 39 clusters
  Score: Raw -46554853.649354 + Penalty 81945.149411 = -46472908.499944
  nChanged 12407
Iteration 24Q (105708.490000 sec): 39 clusters
  Score: Raw -46559865.458146 + Penalty 81945.149411 = -46477920.308735
  nChanged 10670
Iteration 25Q (105765.070000 sec): 39 clusters
  Score: Raw -46563991.533206 + Penalty 81945.149411 = -46482046.383795
  nChanged 9549
Iteration 26Q (105822.000000 sec): 39 clusters
  Score: Raw -46567518.414497 + Penalty 81945.149411 = -46485573.265087
  nChanged 8828
Iteration 27Q (105878.730000 sec): 39 clusters
  Score: Raw -46570440.917444 + Penalty 81945.149411 = -46488495.768034
  nChanged 7976
Iteration 28Q (105935.560000 sec): 39 clusters
  Score: Raw -46572951.409081 + Penalty 81945.149411 = -46491006.259671
  nChanged 7331
Iteration 29Q (105992.690000 sec): 39 clusters
  Score: Raw -46575167.983414 + Penalty 81945.149411 = -46493222.834004
  nChanged 6840
Iteration 30Q (106049.700000 sec): 39 clusters
  Score: Raw -46577339.613088 + Penalty 81945.149411 = -46495394.463678
  nChanged 6534
Iteration 31Q (106107.110000 sec): 39 clusters
  Score: Raw -46579623.081645 + Penalty 81945.149411 = -46497677.932234
  nChanged 6162
Iteration 32Q (106163.140000 sec): 39 clusters
  Score: Raw -46581700.153481 + Penalty 81945.149411 = -46499755.004070
  nChanged 5813
Iteration 33Q (106219.040000 sec): 39 clusters
  Score: Raw -46583411.142352 + Penalty 81945.149411 = -46501465.992941
  nChanged 5310
Iteration 34Q (106275.660000 sec): 39 clusters
  Score: Raw -46584848.434648 + Penalty 81945.149411 = -46502903.285237
  nChanged 4936
Iteration 35Q (106333.050000 sec): 39 clusters
  Score: Raw -46586065.375299 + Penalty 81945.149411 = -46504120.225888
  nChanged 4630
Iteration 36Q (106389.660000 sec): 39 clusters
  Score: Raw -46587129.118754 + Penalty 81945.149411 = -46505183.969343
  nChanged 4257
Iteration 37Q (106445.620000 sec): 39 clusters
  Score: Raw -46588063.720143 + Penalty 81945.149411 = -46506118.570732
  nChanged 4058
Iteration 38Q (106502.890000 sec): 39 clusters
  Score: Raw -46588904.302407 + Penalty 81945.149411 = -46506959.152996
  nChanged 3754
Iteration 39Q (106557.670000 sec): 39 clusters
  Score: Raw -46589726.614887 + Penalty 81945.149411 = -46507781.465476
  nChanged 3641
Iteration 40F (106631.430000 sec): 39 clusters
  Score: Raw -46591129.471421 + Penalty 81945.149411 = -46509184.322011
  nChanged 3858
Iteration 41Q (106686.790000 sec): 39 clusters
  Score: Raw -46592329.598346 + Penalty 81945.149411 = -46510384.448936
  nChanged 4004
Iteration 42Q (106742.840000 sec): 39 clusters
  Score: Raw -46593402.662539 + Penalty 81945.149411 = -46511457.513128
  nChanged 3880
Iteration 43Q (106798.440000 sec): 39 clusters
  Score: Raw -46594431.646812 + Penalty 81945.149411 = -46512486.497401
  nChanged 3744
Iteration 44Q (106855.480000 sec): 39 clusters
  Score: Raw -46595378.140676 + Penalty 81945.149411 = -46513432.991266
  nChanged 3531
Iteration 45Q (106912.870000 sec): 39 clusters
  Score: Raw -46596223.591737 + Penalty 81945.149411 = -46514278.442327
  nChanged 3409
Iteration 46Q (106970.310000 sec): 39 clusters
  Score: Raw -46597087.776129 + Penalty 81945.149411 = -46515142.626718
  nChanged 3378
Iteration 47Q (107027.850000 sec): 39 clusters
  Score: Raw -46597945.375459 + Penalty 81945.149411 = -46516000.226048
  nChanged 3323
Iteration 48Q (107084.860000 sec): 39 clusters
  Score: Raw -46598792.665425 + Penalty 81945.149411 = -46516847.516014
  nChanged 3273
Iteration 49Q (107141.660000 sec): 39 clusters
  Score: Raw -46599597.033945 + Penalty 81945.149411 = -46517651.884534
  nChanged 3173
Iteration 50Q (107197.180000 sec): 39 clusters
  Score: Raw -46600438.166259 + Penalty 81945.149411 = -46518493.016849
  nChanged 3174
Iteration 51Q (107251.180000 sec): 39 clusters
  Score: Raw -46601368.162115 + Penalty 81945.149411 = -46519423.012704
  nChanged 3221
Iteration 52Q (107307.770000 sec): 39 clusters
  Score: Raw -46602264.607376 + Penalty 81945.149411 = -46520319.457966
  nChanged 3119
Iteration 53Q (107363.770000 sec): 39 clusters
  Score: Raw -46602991.460220 + Penalty 81945.149411 = -46521046.310809
  nChanged 3084
Iteration 54Q (107421.480000 sec): 39 clusters
  Score: Raw -46603602.098700 + Penalty 81945.149411 = -46521656.949289
  nChanged 2896
Iteration 55Q (107478.830000 sec): 39 clusters
  Score: Raw -46604160.623605 + Penalty 81945.149411 = -46522215.474195
  nChanged 2947
Iteration 56Q (107536.520000 sec): 39 clusters
  Score: Raw -46604707.547817 + Penalty 81945.149411 = -46522762.398406
  nChanged 2838
Iteration 57Q (107593.830000 sec): 39 clusters
  Score: Raw -46605207.437389 + Penalty 81945.149411 = -46523262.287978
  nChanged 2787
Iteration 58Q (107651.430000 sec): 39 clusters
  Score: Raw -46605686.357467 + Penalty 81945.149411 = -46523741.208056
  nChanged 2611
Writing temp clu file 
Because OldScore, -46523262.287978, is greater than current (better) Score,-46523741.208056 
 Compute initial score before splitting:   Score: Raw -46605686.357467 + Penalty 81945.149411 = -46523741.208056
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (9669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107651.600000 sec): 2 clusters
  Score: Raw -643407.331090 + Penalty 1491.210528 = -641916.120563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107651.770000 sec): 3 clusters
  Score: Raw -638118.293536 + Penalty 2982.421055 = -635135.872480
  nChanged 4149
		SP:Iteration 1F (107651.940000 sec): 3 clusters
  Score: Raw -641862.011321 + Penalty 2982.421055 = -638879.590265
  nChanged 1209
		SP:Iteration 2F (107652.090000 sec): 3 clusters
  Score: Raw -643563.848784 + Penalty 2982.421055 = -640581.427729
  nChanged 961
		SP:Iteration 3F (107652.240000 sec): 3 clusters
  Score: Raw -644629.441695 + Penalty 2982.421055 = -641647.020640
  nChanged 628
		SP:Iteration 4F (107652.380000 sec): 3 clusters
  Score: Raw -645144.055903 + Penalty 2982.421055 = -642161.634847
  nChanged 393
		SP:Iteration 5Q (107652.600000 sec): 3 clusters
  Score: Raw -645369.385454 + Penalty 2982.421055 = -642386.964399
  nChanged 258
		SP:Iteration 6Q (107652.820000 sec): 3 clusters
  Score: Raw -645499.285061 + Penalty 2982.421055 = -642516.864006
  nChanged 182
		SP:Iteration 7Q (107653.000000 sec): 3 clusters
  Score: Raw -645593.809813 + Penalty 2982.421055 = -642611.388758
  nChanged 173
		SP:Iteration 8Q (107653.200000 sec): 3 clusters
  Score: Raw -645678.897404 + Penalty 2982.421055 = -642696.476349
  nChanged 159
		SP:Iteration 9Q (107653.430000 sec): 3 clusters
  Score: Raw -645771.693434 + Penalty 2982.421055 = -642789.272378
  nChanged 169
		SP:Iteration 10Q (107653.600000 sec): 3 clusters
  Score: Raw -645868.969111 + Penalty 2982.421055 = -642886.548056
  nChanged 178
		SP:Iteration 11Q (107653.740000 sec): 3 clusters
  Score: Raw -646008.795847 + Penalty 2982.421055 = -643026.374791
  nChanged 198
		SP:Iteration 12Q (107653.880000 sec): 3 clusters
  Score: Raw -646163.745742 + Penalty 2982.421055 = -643181.324686
  nChanged 176
		SP:Iteration 13Q (107654.100000 sec): 3 clusters
  Score: Raw -646271.124295 + Penalty 2982.421055 = -643288.703239
  nChanged 148
		SP:Iteration 14Q (107654.330000 sec): 3 clusters
  Score: Raw -646361.683383 + Penalty 2982.421055 = -643379.262328
  nChanged 122
		SP:Iteration 15Q (107654.540000 sec): 3 clusters
  Score: Raw -646431.133113 + Penalty 2982.421055 = -643448.712057
  nChanged 116
		SP:Iteration 16Q (107654.730000 sec): 3 clusters
  Score: Raw -646488.364844 + Penalty 2982.421055 = -643505.943789
  nChanged 115
		SP:Iteration 17Q (107654.960000 sec): 3 clusters
  Score: Raw -646532.267442 + Penalty 2982.421055 = -643549.846386
  nChanged 95
		SP:Iteration 18Q (107655.190000 sec): 3 clusters
  Score: Raw -646565.504185 + Penalty 2982.421055 = -643583.083129
  nChanged 76
		SP:Iteration 19Q (107655.370000 sec): 3 clusters
  Score: Raw -646591.817491 + Penalty 2982.421055 = -643609.396435
  nChanged 75
		SP:Iteration 20F (107655.590000 sec): 3 clusters
  Score: Raw -646623.396756 + Penalty 2982.421055 = -643640.975700
  nChanged 71
		SP:Iteration 21Q (107655.790000 sec): 3 clusters
  Score: Raw -646643.435728 + Penalty 2982.421055 = -643661.014673
  nChanged 54
		SP:Iteration 22Q (107655.970000 sec): 3 clusters
  Score: Raw -646657.400240 + Penalty 2982.421055 = -643674.979185
  nChanged 44
		SP:Iteration 23Q (107656.160000 sec): 3 clusters
  Score: Raw -646666.670885 + Penalty 2982.421055 = -643684.249830
  nChanged 29
		SP:Iteration 24Q (107656.430000 sec): 3 clusters
  Score: Raw -646671.892692 + Penalty 2982.421055 = -643689.471636
  nChanged 15
		SP:Iteration 25Q (107656.620000 sec): 3 clusters
  Score: Raw -646673.285229 + Penalty 2982.421055 = -643690.864174
  nChanged 9
		SP:Iteration 26Q (107656.850000 sec): 3 clusters
  Score: Raw -646674.154824 + Penalty 2982.421055 = -643691.733768
  nChanged 6
		SP:Iteration 27Q (107657.060000 sec): 3 clusters
  Score: Raw -646674.625794 + Penalty 2982.421055 = -643692.204739
  nChanged 5
		SP:Iteration 28Q (107657.200000 sec): 3 clusters
  Score: Raw -646675.277695 + Penalty 2982.421055 = -643692.856640
  nChanged 6
		SP:Iteration 29Q (107657.410000 sec): 3 clusters
  Score: Raw -646676.301563 + Penalty 2982.421055 = -643693.880508
  nChanged 9
		SP:Iteration 30Q (107657.610000 sec): 3 clusters
  Score: Raw -646677.770993 + Penalty 2982.421055 = -643695.349938
  nChanged 5
		SP:Iteration 31Q (107657.790000 sec): 3 clusters
  Score: Raw -646678.354586 + Penalty 2982.421055 = -643695.933531
  nChanged 8
		SP:Iteration 32Q (107657.980000 sec): 3 clusters
  Score: Raw -646679.465792 + Penalty 2982.421055 = -643697.044737
  nChanged 9
		SP:Iteration 33Q (107658.170000 sec): 3 clusters
  Score: Raw -646680.377819 + Penalty 2982.421055 = -643697.956763
  nChanged 7
		SP:Iteration 34Q (107658.360000 sec): 3 clusters
  Score: Raw -646681.234232 + Penalty 2982.421055 = -643698.813176
  nChanged 8
		SP:Iteration 35Q (107658.550000 sec): 3 clusters
  Score: Raw -646681.954885 + Penalty 2982.421055 = -643699.533829
  nChanged 4
		SP:Iteration 36Q (107658.730000 sec): 3 clusters
  Score: Raw -646682.451991 + Penalty 2982.421055 = -643700.030936
  nChanged 4
		SP:Iteration 37Q (107658.930000 sec): 3 clusters
  Score: Raw -646682.740175 + Penalty 2982.421055 = -643700.319119
  nChanged 3
		SP:Iteration 38Q (107659.110000 sec): 3 clusters
  Score: Raw -646683.051785 + Penalty 2982.421055 = -643700.630730
  nChanged 5
		SP:Iteration 39Q (107659.300000 sec): 3 clusters
  Score: Raw -646683.412311 + Penalty 2982.421055 = -643700.991256
  nChanged 3
		SP:Iteration 40F (107659.530000 sec): 3 clusters
  Score: Raw -646683.560519 + Penalty 2982.421055 = -643701.139463
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (10589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107659.670000 sec): 2 clusters
  Score: Raw -1028386.293118 + Penalty 1505.980288 = -1026880.312829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107659.910000 sec): 3 clusters
  Score: Raw -1022337.935752 + Penalty 3011.960577 = -1019325.975176
  nChanged 4592
		SP:Iteration 1F (107660.130000 sec): 3 clusters
  Score: Raw -1024804.021197 + Penalty 3011.960577 = -1021792.060620
  nChanged 722
		SP:Iteration 2F (107660.330000 sec): 3 clusters
  Score: Raw -1025204.178873 + Penalty 3011.960577 = -1022192.218296
  nChanged 754
		SP:Iteration 3F (107660.470000 sec): 3 clusters
  Score: Raw -1025704.122438 + Penalty 3011.960577 = -1022692.161861
  nChanged 783
		SP:Iteration 4F (107660.660000 sec): 3 clusters
  Score: Raw -1026316.814145 + Penalty 3011.960577 = -1023304.853568
  nChanged 783
		SP:Iteration 5F (107660.880000 sec): 3 clusters
  Score: Raw -1026980.467261 + Penalty 3011.960577 = -1023968.506684
  nChanged 774
		SP:Iteration 6F (107661.020000 sec): 3 clusters
  Score: Raw -1027681.949605 + Penalty 3011.960577 = -1024669.989028
  nChanged 680
		SP:Iteration 7F (107661.150000 sec): 3 clusters
  Score: Raw -1028232.555820 + Penalty 3011.960577 = -1025220.595243
  nChanged 565
		SP:Iteration 8F (107661.350000 sec): 3 clusters
  Score: Raw -1028632.652341 + Penalty 3011.960577 = -1025620.691764
  nChanged 437
		SP:Iteration 9Q (107661.580000 sec): 3 clusters
  Score: Raw -1028895.166248 + Penalty 3011.960577 = -1025883.205671
  nChanged 313
		SP:Iteration 10Q (107661.850000 sec): 3 clusters
  Score: Raw -1029050.530039 + Penalty 3011.960577 = -1026038.569462
  nChanged 242
		SP:Iteration 11Q (107662.110000 sec): 3 clusters
  Score: Raw -1029163.970213 + Penalty 3011.960577 = -1026152.009636
  nChanged 209
		SP:Iteration 12Q (107662.330000 sec): 3 clusters
  Score: Raw -1029283.664214 + Penalty 3011.960577 = -1026271.703637
  nChanged 177
		SP:Iteration 13Q (107662.550000 sec): 3 clusters
  Score: Raw -1029445.556022 + Penalty 3011.960577 = -1026433.595445
  nChanged 177
		SP:Iteration 14Q (107662.770000 sec): 3 clusters
  Score: Raw -1029578.777360 + Penalty 3011.960577 = -1026566.816783
  nChanged 153
		SP:Iteration 15Q (107662.990000 sec): 3 clusters
  Score: Raw -1029664.644602 + Penalty 3011.960577 = -1026652.684025
  nChanged 134
		SP:Iteration 16Q (107663.210000 sec): 3 clusters
  Score: Raw -1029717.941064 + Penalty 3011.960577 = -1026705.980487
  nChanged 99
		SP:Iteration 17Q (107663.360000 sec): 3 clusters
  Score: Raw -1029748.296456 + Penalty 3011.960577 = -1026736.335879
  nChanged 76
		SP:Iteration 18Q (107663.500000 sec): 3 clusters
  Score: Raw -1029764.291817 + Penalty 3011.960577 = -1026752.331240
  nChanged 44
		SP:Iteration 19Q (107663.810000 sec): 3 clusters
  Score: Raw -1029771.788692 + Penalty 3011.960577 = -1026759.828115
  nChanged 34
		SP:Iteration 20F (107663.980000 sec): 3 clusters
  Score: Raw -1029777.506505 + Penalty 3011.960577 = -1026765.545929
  nChanged 28
		SP:Iteration 21Q (107664.290000 sec): 3 clusters
  Score: Raw -1029781.081585 + Penalty 3011.960577 = -1026769.121008
  nChanged 19
		SP:Iteration 22Q (107664.430000 sec): 3 clusters
  Score: Raw -1029783.849880 + Penalty 3011.960577 = -1026771.889303
  nChanged 14
		SP:Iteration 23Q (107664.650000 sec): 3 clusters
  Score: Raw -1029785.438695 + Penalty 3011.960577 = -1026773.478118
  nChanged 6
		SP:Iteration 24Q (107664.790000 sec): 3 clusters
  Score: Raw -1029786.112273 + Penalty 3011.960577 = -1026774.151696
  nChanged 7
		SP:Iteration 25Q (107665.020000 sec): 3 clusters
  Score: Raw -1029786.875603 + Penalty 3011.960577 = -1026774.915026
  nChanged 5
		SP:Iteration 26Q (107665.250000 sec): 3 clusters
  Score: Raw -1029787.277280 + Penalty 3011.960577 = -1026775.316703
  nChanged 3
		SP:Iteration 27Q (107665.480000 sec): 3 clusters
  Score: Raw -1029787.589738 + Penalty 3011.960577 = -1026775.629161
  nChanged 1
		SP:Iteration 28Q (107665.700000 sec): 3 clusters
  Score: Raw -1029787.789088 + Penalty 3011.960577 = -1026775.828512
  nChanged 0
		SP:Iteration 29F (107665.930000 sec): 3 clusters
  Score: Raw -1029787.789088 + Penalty 3011.960577 = -1026775.828512
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (9466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107666.040000 sec): 2 clusters
  Score: Raw -741413.217780 + Penalty 1487.762528 = -739925.455253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107666.200000 sec): 3 clusters
  Score: Raw -736214.116445 + Penalty 2975.525056 = -733238.591389
  nChanged 4116
		SP:Iteration 1F (107666.390000 sec): 3 clusters
  Score: Raw -739121.313844 + Penalty 2975.525056 = -736145.788788
  nChanged 1050
		SP:Iteration 2F (107666.580000 sec): 3 clusters
  Score: Raw -740237.245882 + Penalty 2975.525056 = -737261.720826
  nChanged 894
		SP:Iteration 3F (107666.770000 sec): 3 clusters
  Score: Raw -741057.573161 + Penalty 2975.525056 = -738082.048105
  nChanged 648
		SP:Iteration 4F (107666.960000 sec): 3 clusters
  Score: Raw -741533.940049 + Penalty 2975.525056 = -738558.414993
  nChanged 455
		SP:Iteration 5Q (107667.150000 sec): 3 clusters
  Score: Raw -741865.675587 + Penalty 2975.525056 = -738890.150531
  nChanged 364
		SP:Iteration 6Q (107667.340000 sec): 3 clusters
  Score: Raw -742187.073795 + Penalty 2975.525056 = -739211.548739
  nChanged 369
		SP:Iteration 7Q (107667.530000 sec): 3 clusters
  Score: Raw -742617.457567 + Penalty 2975.525056 = -739641.932511
  nChanged 390
		SP:Iteration 8Q (107667.710000 sec): 3 clusters
  Score: Raw -743088.366745 + Penalty 2975.525056 = -740112.841689
  nChanged 409
		SP:Iteration 9Q (107667.910000 sec): 3 clusters
  Score: Raw -743579.197697 + Penalty 2975.525056 = -740603.672641
  nChanged 381
		SP:Iteration 10Q (107668.090000 sec): 3 clusters
  Score: Raw -743934.783050 + Penalty 2975.525056 = -740959.257994
  nChanged 287
		SP:Iteration 11Q (107668.280000 sec): 3 clusters
  Score: Raw -744174.281313 + Penalty 2975.525056 = -741198.756257
  nChanged 236
		SP:Iteration 12Q (107668.470000 sec): 3 clusters
  Score: Raw -744375.999726 + Penalty 2975.525056 = -741400.474670
  nChanged 224
		SP:Iteration 13Q (107668.660000 sec): 3 clusters
  Score: Raw -744571.645556 + Penalty 2975.525056 = -741596.120500
  nChanged 201
		SP:Iteration 14Q (107668.850000 sec): 3 clusters
  Score: Raw -744726.769914 + Penalty 2975.525056 = -741751.244859
  nChanged 178
		SP:Iteration 15Q (107669.040000 sec): 3 clusters
  Score: Raw -744856.561367 + Penalty 2975.525056 = -741881.036311
  nChanged 170
		SP:Iteration 16Q (107669.230000 sec): 3 clusters
  Score: Raw -744976.960751 + Penalty 2975.525056 = -742001.435695
  nChanged 153
		SP:Iteration 17Q (107669.420000 sec): 3 clusters
  Score: Raw -745105.943607 + Penalty 2975.525056 = -742130.418551
  nChanged 148
		SP:Iteration 18Q (107669.610000 sec): 3 clusters
  Score: Raw -745248.625776 + Penalty 2975.525056 = -742273.100720
  nChanged 162
		SP:Iteration 19Q (107669.790000 sec): 3 clusters
  Score: Raw -745417.779605 + Penalty 2975.525056 = -742442.254549
  nChanged 167
		SP:Iteration 20F (107669.980000 sec): 3 clusters
  Score: Raw -745601.583247 + Penalty 2975.525056 = -742626.058191
  nChanged 171
		SP:Iteration 21Q (107670.170000 sec): 3 clusters
  Score: Raw -745766.407809 + Penalty 2975.525056 = -742790.882753
  nChanged 133
		SP:Iteration 22Q (107670.400000 sec): 3 clusters
  Score: Raw -745878.602191 + Penalty 2975.525056 = -742903.077135
  nChanged 105
		SP:Iteration 23Q (107670.620000 sec): 3 clusters
  Score: Raw -745943.670880 + Penalty 2975.525056 = -742968.145824
  nChanged 67
		SP:Iteration 24Q (107670.800000 sec): 3 clusters
  Score: Raw -745966.870792 + Penalty 2975.525056 = -742991.345736
  nChanged 45
		SP:Iteration 25Q (107670.990000 sec): 3 clusters
  Score: Raw -745976.648585 + Penalty 2975.525056 = -743001.123529
  nChanged 25
		SP:Iteration 26Q (107671.180000 sec): 3 clusters
  Score: Raw -745981.203650 + Penalty 2975.525056 = -743005.678594
  nChanged 13
		SP:Iteration 27Q (107671.370000 sec): 3 clusters
  Score: Raw -745982.304151 + Penalty 2975.525056 = -743006.779095
  nChanged 2
		SP:Iteration 28Q (107671.560000 sec): 3 clusters
  Score: Raw -745982.730462 + Penalty 2975.525056 = -743007.205406
  nChanged 2
		SP:Iteration 29Q (107671.750000 sec): 3 clusters
  Score: Raw -745982.888371 + Penalty 2975.525056 = -743007.363315
  nChanged 0
		SP:Iteration 30F (107671.930000 sec): 3 clusters
  Score: Raw -745982.888371 + Penalty 2975.525056 = -743007.363315
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (10466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107672.040000 sec): 2 clusters
  Score: Raw -801126.377646 + Penalty 1504.081668 = -799622.295978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107672.280000 sec): 3 clusters
  Score: Raw -795249.742673 + Penalty 3008.163336 = -792241.579337
  nChanged 4584
		SP:Iteration 1F (107672.510000 sec): 3 clusters
  Score: Raw -798320.559645 + Penalty 3008.163336 = -795312.396309
  nChanged 979
		SP:Iteration 2F (107672.730000 sec): 3 clusters
  Score: Raw -799142.183441 + Penalty 3008.163336 = -796134.020105
  nChanged 839
		SP:Iteration 3F (107672.960000 sec): 3 clusters
  Score: Raw -799852.101504 + Penalty 3008.163336 = -796843.938168
  nChanged 718
		SP:Iteration 4F (107673.230000 sec): 3 clusters
  Score: Raw -800401.241086 + Penalty 3008.163336 = -797393.077751
  nChanged 585
		SP:Iteration 5F (107673.450000 sec): 3 clusters
  Score: Raw -800808.978377 + Penalty 3008.163336 = -797800.815041
  nChanged 494
		SP:Iteration 6Q (107673.680000 sec): 3 clusters
  Score: Raw -801170.497952 + Penalty 3008.163336 = -798162.334616
  nChanged 434
		SP:Iteration 7Q (107673.940000 sec): 3 clusters
  Score: Raw -801488.033456 + Penalty 3008.163336 = -798479.870120
  nChanged 377
		SP:Iteration 8Q (107674.200000 sec): 3 clusters
  Score: Raw -801748.478217 + Penalty 3008.163336 = -798740.314881
  nChanged 329
		SP:Iteration 9Q (107674.470000 sec): 3 clusters
  Score: Raw -801944.035818 + Penalty 3008.163336 = -798935.872483
  nChanged 251
		SP:Iteration 10Q (107674.620000 sec): 3 clusters
  Score: Raw -802054.134450 + Penalty 3008.163336 = -799045.971114
  nChanged 203
		SP:Iteration 11Q (107674.780000 sec): 3 clusters
  Score: Raw -802132.712464 + Penalty 3008.163336 = -799124.549128
  nChanged 148
		SP:Iteration 12Q (107674.930000 sec): 3 clusters
  Score: Raw -802180.939409 + Penalty 3008.163336 = -799172.776073
  nChanged 126
		SP:Iteration 13Q (107675.090000 sec): 3 clusters
  Score: Raw -802234.751369 + Penalty 3008.163336 = -799226.588034
  nChanged 129
		SP:Iteration 14Q (107675.310000 sec): 3 clusters
  Score: Raw -802297.780035 + Penalty 3008.163336 = -799289.616699
  nChanged 140
		SP:Iteration 15Q (107675.460000 sec): 3 clusters
  Score: Raw -802375.943580 + Penalty 3008.163336 = -799367.780244
  nChanged 158
		SP:Iteration 16Q (107675.730000 sec): 3 clusters
  Score: Raw -802496.310819 + Penalty 3008.163336 = -799488.147483
  nChanged 192
		SP:Iteration 17Q (107676.000000 sec): 3 clusters
  Score: Raw -802683.138131 + Penalty 3008.163336 = -799674.974795
  nChanged 234
		SP:Iteration 18Q (107676.260000 sec): 3 clusters
  Score: Raw -802939.446650 + Penalty 3008.163336 = -799931.283314
  nChanged 300
		SP:Iteration 19Q (107676.490000 sec): 3 clusters
  Score: Raw -803304.381997 + Penalty 3008.163336 = -800296.218661
  nChanged 347
		SP:Iteration 20F (107676.750000 sec): 3 clusters
  Score: Raw -803711.399955 + Penalty 3008.163336 = -800703.236619
  nChanged 318
		SP:Iteration 21Q (107677.010000 sec): 3 clusters
  Score: Raw -803951.754397 + Penalty 3008.163336 = -800943.591061
  nChanged 234
		SP:Iteration 22Q (107677.270000 sec): 3 clusters
  Score: Raw -804084.450209 + Penalty 3008.163336 = -801076.286874
  nChanged 173
		SP:Iteration 23Q (107677.420000 sec): 3 clusters
  Score: Raw -804153.093498 + Penalty 3008.163336 = -801144.930162
  nChanged 97
		SP:Iteration 24Q (107677.580000 sec): 3 clusters
  Score: Raw -804181.156137 + Penalty 3008.163336 = -801172.992802
  nChanged 61
		SP:Iteration 25Q (107677.820000 sec): 3 clusters
  Score: Raw -804199.631813 + Penalty 3008.163336 = -801191.468478
  nChanged 53
		SP:Iteration 26Q (107678.080000 sec): 3 clusters
  Score: Raw -804213.874294 + Penalty 3008.163336 = -801205.710958
  nChanged 39
		SP:Iteration 27Q (107678.300000 sec): 3 clusters
  Score: Raw -804222.324854 + Penalty 3008.163336 = -801214.161518
  nChanged 24
		SP:Iteration 28Q (107678.520000 sec): 3 clusters
  Score: Raw -804226.215841 + Penalty 3008.163336 = -801218.052505
  nChanged 22
		SP:Iteration 29Q (107678.780000 sec): 3 clusters
  Score: Raw -804230.166919 + Penalty 3008.163336 = -801222.003583
  nChanged 20
		SP:Iteration 30Q (107679.040000 sec): 3 clusters
  Score: Raw -804234.273972 + Penalty 3008.163336 = -801226.110636
  nChanged 19
		SP:Iteration 31Q (107679.300000 sec): 3 clusters
  Score: Raw -804236.367867 + Penalty 3008.163336 = -801228.204531
  nChanged 14
		SP:Iteration 32Q (107679.520000 sec): 3 clusters
  Score: Raw -804237.506460 + Penalty 3008.163336 = -801229.343124
  nChanged 6
		SP:Iteration 33Q (107679.740000 sec): 3 clusters
  Score: Raw -804238.128596 + Penalty 3008.163336 = -801229.965260
  nChanged 6
		SP:Iteration 34Q (107679.960000 sec): 3 clusters
  Score: Raw -804238.537113 + Penalty 3008.163336 = -801230.373777
  nChanged 4
		SP:Iteration 35Q (107680.170000 sec): 3 clusters
  Score: Raw -804239.034286 + Penalty 3008.163336 = -801230.870951
  nChanged 4
		SP:Iteration 36Q (107680.390000 sec): 3 clusters
  Score: Raw -804239.402509 + Penalty 3008.163336 = -801231.239174
  nChanged 4
		SP:Iteration 37Q (107680.610000 sec): 3 clusters
  Score: Raw -804240.075916 + Penalty 3008.163336 = -801231.912580
  nChanged 4
		SP:Iteration 38Q (107680.830000 sec): 3 clusters
  Score: Raw -804240.538187 + Penalty 3008.163336 = -801232.374852
  nChanged 4
		SP:Iteration 39Q (107681.040000 sec): 3 clusters
  Score: Raw -804240.944545 + Penalty 3008.163336 = -801232.781209
  nChanged 6
		SP:Iteration 40F (107681.260000 sec): 3 clusters
  Score: Raw -804241.817135 + Penalty 3008.163336 = -801233.653799
  nChanged 7
		SP:Iteration 41Q (107681.480000 sec): 3 clusters
  Score: Raw -804242.486587 + Penalty 3008.163336 = -801234.323251
  nChanged 1
		SP:Iteration 42Q (107681.700000 sec): 3 clusters
  Score: Raw -804242.673224 + Penalty 3008.163336 = -801234.509888
  nChanged 1
		SP:Iteration 43Q (107681.920000 sec): 3 clusters
  Score: Raw -804242.772589 + Penalty 3008.163336 = -801234.609253
  nChanged 0
		SP:Iteration 44F (107682.140000 sec): 3 clusters
  Score: Raw -804242.772589 + Penalty 3008.163336 = -801234.609253
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (11215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107682.270000 sec): 2 clusters
  Score: Raw -869295.682077 + Penalty 1515.313710 = -867780.368367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107682.520000 sec): 3 clusters
  Score: Raw -863053.841533 + Penalty 3030.627420 = -860023.214113
  nChanged 4918
		SP:Iteration 1F (107682.770000 sec): 3 clusters
  Score: Raw -867188.352531 + Penalty 3030.627420 = -864157.725111
  nChanged 1330
		SP:Iteration 2F (107683.020000 sec): 3 clusters
  Score: Raw -868562.690524 + Penalty 3030.627420 = -865532.063104
  nChanged 997
		SP:Iteration 3F (107683.280000 sec): 3 clusters
  Score: Raw -869452.883183 + Penalty 3030.627420 = -866422.255763
  nChanged 732
		SP:Iteration 4F (107683.540000 sec): 3 clusters
  Score: Raw -869963.535717 + Penalty 3030.627420 = -866932.908297
  nChanged 476
		SP:Iteration 5Q (107683.800000 sec): 3 clusters
  Score: Raw -870237.276771 + Penalty 3030.627420 = -867206.649351
  nChanged 335
		SP:Iteration 6Q (107684.070000 sec): 3 clusters
  Score: Raw -870403.503003 + Penalty 3030.627420 = -867372.875582
  nChanged 263
		SP:Iteration 7Q (107684.320000 sec): 3 clusters
  Score: Raw -870513.266294 + Penalty 3030.627420 = -867482.638874
  nChanged 220
		SP:Iteration 8Q (107684.620000 sec): 3 clusters
  Score: Raw -870601.740205 + Penalty 3030.627420 = -867571.112785
  nChanged 208
		SP:Iteration 9Q (107684.840000 sec): 3 clusters
  Score: Raw -870688.504297 + Penalty 3030.627420 = -867657.876877
  nChanged 171
		SP:Iteration 10Q (107685.110000 sec): 3 clusters
  Score: Raw -870758.627226 + Penalty 3030.627420 = -867727.999805
  nChanged 168
		SP:Iteration 11Q (107685.270000 sec): 3 clusters
  Score: Raw -870822.311122 + Penalty 3030.627420 = -867791.683702
  nChanged 139
		SP:Iteration 12Q (107685.560000 sec): 3 clusters
  Score: Raw -870872.251159 + Penalty 3030.627420 = -867841.623738
  nChanged 136
		SP:Iteration 13Q (107685.800000 sec): 3 clusters
  Score: Raw -870921.701859 + Penalty 3030.627420 = -867891.074439
  nChanged 118
		SP:Iteration 14Q (107686.020000 sec): 3 clusters
  Score: Raw -870962.904456 + Penalty 3030.627420 = -867932.277036
  nChanged 124
		SP:Iteration 15Q (107686.250000 sec): 3 clusters
  Score: Raw -871009.411538 + Penalty 3030.627420 = -867978.784118
  nChanged 119
		SP:Iteration 16Q (107686.470000 sec): 3 clusters
  Score: Raw -871054.210887 + Penalty 3030.627420 = -868023.583467
  nChanged 119
		SP:Iteration 17Q (107686.690000 sec): 3 clusters
  Score: Raw -871105.875120 + Penalty 3030.627420 = -868075.247700
  nChanged 128
		SP:Iteration 18Q (107686.950000 sec): 3 clusters
  Score: Raw -871168.506900 + Penalty 3030.627420 = -868137.879480
  nChanged 127
		SP:Iteration 19Q (107687.210000 sec): 3 clusters
  Score: Raw -871226.337445 + Penalty 3030.627420 = -868195.710025
  nChanged 127
		SP:Iteration 20F (107687.460000 sec): 3 clusters
  Score: Raw -871279.198161 + Penalty 3030.627420 = -868248.570740
  nChanged 117
		SP:Iteration 21Q (107687.720000 sec): 3 clusters
  Score: Raw -871319.469153 + Penalty 3030.627420 = -868288.841733
  nChanged 112
		SP:Iteration 22Q (107687.990000 sec): 3 clusters
  Score: Raw -871352.383110 + Penalty 3030.627420 = -868321.755689
  nChanged 85
		SP:Iteration 23Q (107688.270000 sec): 3 clusters
  Score: Raw -871371.547651 + Penalty 3030.627420 = -868340.920231
  nChanged 70
		SP:Iteration 24Q (107688.530000 sec): 3 clusters
  Score: Raw -871386.679475 + Penalty 3030.627420 = -868356.052055
  nChanged 62
		SP:Iteration 25Q (107688.790000 sec): 3 clusters
  Score: Raw -871402.663944 + Penalty 3030.627420 = -868372.036524
  nChanged 61
		SP:Iteration 26Q (107689.050000 sec): 3 clusters
  Score: Raw -871415.635822 + Penalty 3030.627420 = -868385.008402
  nChanged 50
		SP:Iteration 27Q (107689.300000 sec): 3 clusters
  Score: Raw -871431.510248 + Penalty 3030.627420 = -868400.882828
  nChanged 41
		SP:Iteration 28Q (107689.560000 sec): 3 clusters
  Score: Raw -871439.794206 + Penalty 3030.627420 = -868409.166785
  nChanged 36
		SP:Iteration 29Q (107689.820000 sec): 3 clusters
  Score: Raw -871446.742592 + Penalty 3030.627420 = -868416.115171
  nChanged 32
		SP:Iteration 30Q (107690.080000 sec): 3 clusters
  Score: Raw -871451.577845 + Penalty 3030.627420 = -868420.950425
  nChanged 23
		SP:Iteration 31Q (107690.350000 sec): 3 clusters
  Score: Raw -871455.275234 + Penalty 3030.627420 = -868424.647814
  nChanged 18
		SP:Iteration 32Q (107690.590000 sec): 3 clusters
  Score: Raw -871457.108347 + Penalty 3030.627420 = -868426.480927
  nChanged 9
		SP:Iteration 33Q (107690.900000 sec): 3 clusters
  Score: Raw -871458.163993 + Penalty 3030.627420 = -868427.536573
  nChanged 6
		SP:Iteration 34Q (107691.120000 sec): 3 clusters
  Score: Raw -871458.534994 + Penalty 3030.627420 = -868427.907574
  nChanged 4
		SP:Iteration 35Q (107691.430000 sec): 3 clusters
  Score: Raw -871458.953921 + Penalty 3030.627420 = -868428.326501
  nChanged 5
		SP:Iteration 36Q (107691.650000 sec): 3 clusters
  Score: Raw -871459.446087 + Penalty 3030.627420 = -868428.818667
  nChanged 7
		SP:Iteration 37Q (107691.910000 sec): 3 clusters
  Score: Raw -871460.066545 + Penalty 3030.627420 = -868429.439125
  nChanged 4
		SP:Iteration 38Q (107692.170000 sec): 3 clusters
  Score: Raw -871460.389014 + Penalty 3030.627420 = -868429.761594
  nChanged 3
		SP:Iteration 39Q (107692.430000 sec): 3 clusters
  Score: Raw -871460.658801 + Penalty 3030.627420 = -868430.031381
  nChanged 0
		SP:Iteration 40F (107692.690000 sec): 3 clusters
  Score: Raw -871460.658801 + Penalty 3030.627420 = -868430.031381
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (61785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107693.150000 sec): 2 clusters
  Score: Raw -5456298.152059 + Penalty 1792.605083 = -5454505.546976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107693.840000 sec): 3 clusters
  Score: Raw -5417103.431875 + Penalty 3585.210166 = -5413518.221709
  nChanged 29126
		SP:Iteration 1F (107694.430000 sec): 3 clusters
  Score: Raw -5435773.019212 + Penalty 3585.210166 = -5432187.809046
  nChanged 4414
		SP:Iteration 2F (107695.070000 sec): 3 clusters
  Score: Raw -5438555.478858 + Penalty 3585.210166 = -5434970.268692
  nChanged 4551
		SP:Iteration 3F (107695.760000 sec): 3 clusters
  Score: Raw -5441552.629748 + Penalty 3585.210166 = -5437967.419582
  nChanged 4379
		SP:Iteration 4F (107696.440000 sec): 3 clusters
  Score: Raw -5444466.429067 + Penalty 3585.210166 = -5440881.218901
  nChanged 3900
		SP:Iteration 5F (107697.130000 sec): 3 clusters
  Score: Raw -5446767.432562 + Penalty 3585.210166 = -5443182.222396
  nChanged 3070
		SP:Iteration 6Q (107697.820000 sec): 3 clusters
  Score: Raw -5448326.736311 + Penalty 3585.210166 = -5444741.526145
  nChanged 2455
		SP:Iteration 7Q (107698.500000 sec): 3 clusters
  Score: Raw -5449390.109040 + Penalty 3585.210166 = -5445804.898874
  nChanged 1990
		SP:Iteration 8Q (107699.190000 sec): 3 clusters
  Score: Raw -5450211.295234 + Penalty 3585.210166 = -5446626.085068
  nChanged 1640
		SP:Iteration 9Q (107699.870000 sec): 3 clusters
  Score: Raw -5450834.059316 + Penalty 3585.210166 = -5447248.849150
  nChanged 1462
		SP:Iteration 10Q (107700.560000 sec): 3 clusters
  Score: Raw -5451364.681694 + Penalty 3585.210166 = -5447779.471528
  nChanged 1322
		SP:Iteration 11Q (107701.250000 sec): 3 clusters
  Score: Raw -5451851.047503 + Penalty 3585.210166 = -5448265.837337
  nChanged 1210
		SP:Iteration 12Q (107701.940000 sec): 3 clusters
  Score: Raw -5452311.412295 + Penalty 3585.210166 = -5448726.202129
  nChanged 1222
		SP:Iteration 13Q (107702.630000 sec): 3 clusters
  Score: Raw -5452807.000459 + Penalty 3585.210166 = -5449221.790293
  nChanged 1226
		SP:Iteration 14Q (107703.280000 sec): 3 clusters
  Score: Raw -5453385.854986 + Penalty 3585.210166 = -5449800.644820
  nChanged 1278
		SP:Iteration 15Q (107703.970000 sec): 3 clusters
  Score: Raw -5453997.401270 + Penalty 3585.210166 = -5450412.191104
  nChanged 1330
		SP:Iteration 16Q (107704.660000 sec): 3 clusters
  Score: Raw -5454615.014407 + Penalty 3585.210166 = -5451029.804241
  nChanged 1316
		SP:Iteration 17Q (107705.340000 sec): 3 clusters
  Score: Raw -5455246.675464 + Penalty 3585.210166 = -5451661.465298
  nChanged 1329
		SP:Iteration 18Q (107706.030000 sec): 3 clusters
  Score: Raw -5455879.172277 + Penalty 3585.210166 = -5452293.962111
  nChanged 1241
		SP:Iteration 19Q (107706.680000 sec): 3 clusters
  Score: Raw -5456408.731789 + Penalty 3585.210166 = -5452823.521623
  nChanged 1077
		SP:Iteration 20F (107707.370000 sec): 3 clusters
  Score: Raw -5456822.429580 + Penalty 3585.210166 = -5453237.219414
  nChanged 936
		SP:Iteration 21Q (107707.990000 sec): 3 clusters
  Score: Raw -5457143.849272 + Penalty 3585.210166 = -5453558.639106
  nChanged 853
		SP:Iteration 22Q (107708.640000 sec): 3 clusters
  Score: Raw -5457370.156889 + Penalty 3585.210166 = -5453784.946723
  nChanged 657
		SP:Iteration 23Q (107709.330000 sec): 3 clusters
  Score: Raw -5457515.106280 + Penalty 3585.210166 = -5453929.896114
  nChanged 531
		SP:Iteration 24Q (107710.030000 sec): 3 clusters
  Score: Raw -5457611.529893 + Penalty 3585.210166 = -5454026.319727
  nChanged 454
		SP:Iteration 25Q (107710.720000 sec): 3 clusters
  Score: Raw -5457675.712862 + Penalty 3585.210166 = -5454090.502696
  nChanged 349
		SP:Iteration 26Q (107711.420000 sec): 3 clusters
  Score: Raw -5457717.519424 + Penalty 3585.210166 = -5454132.309258
  nChanged 287
		SP:Iteration 27Q (107712.120000 sec): 3 clusters
  Score: Raw -5457746.923615 + Penalty 3585.210166 = -5454161.713449
  nChanged 245
		SP:Iteration 28Q (107712.810000 sec): 3 clusters
  Score: Raw -5457768.914222 + Penalty 3585.210166 = -5454183.704056
  nChanged 212
		SP:Iteration 29Q (107713.500000 sec): 3 clusters
  Score: Raw -5457784.728048 + Penalty 3585.210166 = -5454199.517882
  nChanged 190
		SP:Iteration 30Q (107714.200000 sec): 3 clusters
  Score: Raw -5457799.538096 + Penalty 3585.210166 = -5454214.327930
  nChanged 175
		SP:Iteration 31Q (107714.890000 sec): 3 clusters
  Score: Raw -5457811.486569 + Penalty 3585.210166 = -5454226.276403
  nChanged 137
		SP:Iteration 32Q (107715.580000 sec): 3 clusters
  Score: Raw -5457819.717942 + Penalty 3585.210166 = -5454234.507776
  nChanged 117
		SP:Iteration 33Q (107716.300000 sec): 3 clusters
  Score: Raw -5457826.849034 + Penalty 3585.210166 = -5454241.638868
  nChanged 112
		SP:Iteration 34Q (107716.930000 sec): 3 clusters
  Score: Raw -5457833.171862 + Penalty 3585.210166 = -5454247.961696
  nChanged 106
		SP:Iteration 35Q (107717.620000 sec): 3 clusters
  Score: Raw -5457838.221378 + Penalty 3585.210166 = -5454253.011212
  nChanged 84
		SP:Iteration 36Q (107718.320000 sec): 3 clusters
  Score: Raw -5457842.505921 + Penalty 3585.210166 = -5454257.295755
  nChanged 88
		SP:Iteration 37Q (107719.010000 sec): 3 clusters
  Score: Raw -5457846.701364 + Penalty 3585.210166 = -5454261.491198
  nChanged 83
		SP:Iteration 38Q (107719.660000 sec): 3 clusters
  Score: Raw -5457851.433063 + Penalty 3585.210166 = -5454266.222897
  nChanged 78
		SP:Iteration 39Q (107720.400000 sec): 3 clusters
  Score: Raw -5457855.729224 + Penalty 3585.210166 = -5454270.519058
  nChanged 81
		SP:Iteration 40F (107721.100000 sec): 3 clusters
  Score: Raw -5457860.044151 + Penalty 3585.210166 = -5454274.833985
  nChanged 98
		SP:Iteration 41Q (107721.790000 sec): 3 clusters
  Score: Raw -5457864.580885 + Penalty 3585.210166 = -5454279.370719
  nChanged 77
		SP:Iteration 42Q (107722.480000 sec): 3 clusters
  Score: Raw -5457867.743699 + Penalty 3585.210166 = -5454282.533533
  nChanged 62
		SP:Iteration 43Q (107723.100000 sec): 3 clusters
  Score: Raw -5457869.664941 + Penalty 3585.210166 = -5454284.454775
  nChanged 38
		SP:Iteration 44Q (107723.690000 sec): 3 clusters
  Score: Raw -5457870.604898 + Penalty 3585.210166 = -5454285.394732
  nChanged 30
		SP:Iteration 45Q (107724.280000 sec): 3 clusters
  Score: Raw -5457871.450634 + Penalty 3585.210166 = -5454286.240468
  nChanged 25
		SP:Iteration 46Q (107724.990000 sec): 3 clusters
  Score: Raw -5457872.067492 + Penalty 3585.210166 = -5454286.857326
  nChanged 20
		SP:Iteration 47Q (107725.690000 sec): 3 clusters
  Score: Raw -5457872.626177 + Penalty 3585.210166 = -5454287.416011
  nChanged 20
		SP:Iteration 48Q (107726.410000 sec): 3 clusters
  Score: Raw -5457873.144990 + Penalty 3585.210166 = -5454287.934824
  nChanged 16
		SP:Iteration 49Q (107727.070000 sec): 3 clusters
  Score: Raw -5457873.528229 + Penalty 3585.210166 = -5454288.318063
  nChanged 13
		SP:Iteration 50Q (107727.680000 sec): 3 clusters
  Score: Raw -5457873.835046 + Penalty 3585.210166 = -5454288.624880
  nChanged 19
		SP:Iteration 51Q (107728.280000 sec): 3 clusters
  Score: Raw -5457874.127687 + Penalty 3585.210166 = -5454288.917521
  nChanged 13
		SP:Iteration 52Q (107728.960000 sec): 3 clusters
  Score: Raw -5457874.352436 + Penalty 3585.210166 = -5454289.142270
  nChanged 13
		SP:Iteration 53Q (107729.650000 sec): 3 clusters
  Score: Raw -5457874.700370 + Penalty 3585.210166 = -5454289.490204
  nChanged 15
		SP:Iteration 54Q (107730.350000 sec): 3 clusters
  Score: Raw -5457875.054984 + Penalty 3585.210166 = -5454289.844818
  nChanged 13
		SP:Iteration 55Q (107731.020000 sec): 3 clusters
  Score: Raw -5457875.346813 + Penalty 3585.210166 = -5454290.136647
  nChanged 11
		SP:Iteration 56Q (107731.660000 sec): 3 clusters
  Score: Raw -5457875.545291 + Penalty 3585.210166 = -5454290.335125
  nChanged 12
		SP:Iteration 57Q (107732.350000 sec): 3 clusters
  Score: Raw -5457875.764776 + Penalty 3585.210166 = -5454290.554610
  nChanged 16
		SP:Iteration 58Q (107733.050000 sec): 3 clusters
  Score: Raw -5457876.110402 + Penalty 3585.210166 = -5454290.900236
  nChanged 15
		SP:Iteration 59Q (107733.740000 sec): 3 clusters
  Score: Raw -5457876.440092 + Penalty 3585.210166 = -5454291.229926
  nChanged 16
		SP:Iteration 60F (107734.440000 sec): 3 clusters
  Score: Raw -5457876.776877 + Penalty 3585.210166 = -5454291.566711
  nChanged 13
		SP:Iteration 61Q (107735.130000 sec): 3 clusters
  Score: Raw -5457877.012877 + Penalty 3585.210166 = -5454291.802711
  nChanged 15
		SP:Iteration 62Q (107735.830000 sec): 3 clusters
  Score: Raw -5457877.321610 + Penalty 3585.210166 = -5454292.111444
  nChanged 16
		SP:Iteration 63Q (107736.520000 sec): 3 clusters
  Score: Raw -5457877.641434 + Penalty 3585.210166 = -5454292.431268
  nChanged 10
		SP:Iteration 64Q (107737.210000 sec): 3 clusters
  Score: Raw -5457877.815425 + Penalty 3585.210166 = -5454292.605259
  nChanged 5
		SP:Iteration 65Q (107737.830000 sec): 3 clusters
  Score: Raw -5457877.881696 + Penalty 3585.210166 = -5454292.671530
  nChanged 5
		SP:Iteration 66Q (107738.480000 sec): 3 clusters
  Score: Raw -5457877.966970 + Penalty 3585.210166 = -5454292.756804
  nChanged 6
		SP:Iteration 67Q (107739.170000 sec): 3 clusters
  Score: Raw -5457878.043531 + Penalty 3585.210166 = -5454292.833365
  nChanged 5
		SP:Iteration 68Q (107739.870000 sec): 3 clusters
  Score: Raw -5457878.114999 + Penalty 3585.210166 = -5454292.904833
  nChanged 5
		SP:Iteration 69Q (107740.560000 sec): 3 clusters
  Score: Raw -5457878.179357 + Penalty 3585.210166 = -5454292.969191
  nChanged 7
		SP:Iteration 70Q (107741.260000 sec): 3 clusters
  Score: Raw -5457878.318652 + Penalty 3585.210166 = -5454293.108486
  nChanged 5
		SP:Iteration 71Q (107741.950000 sec): 3 clusters
  Score: Raw -5457878.398947 + Penalty 3585.210166 = -5454293.188781
  nChanged 3
		SP:Iteration 72Q (107742.650000 sec): 3 clusters
  Score: Raw -5457878.454147 + Penalty 3585.210166 = -5454293.243981
  nChanged 3
		SP:Iteration 73Q (107743.340000 sec): 3 clusters
  Score: Raw -5457878.498517 + Penalty 3585.210166 = -5454293.288351
  nChanged 3
		SP:Iteration 74Q (107744.030000 sec): 3 clusters
  Score: Raw -5457878.556997 + Penalty 3585.210166 = -5454293.346831
  nChanged 4
		SP:Iteration 75Q (107744.730000 sec): 3 clusters
  Score: Raw -5457878.656669 + Penalty 3585.210166 = -5454293.446503
  nChanged 5
		SP:Iteration 76Q (107745.420000 sec): 3 clusters
  Score: Raw -5457878.758141 + Penalty 3585.210166 = -5454293.547975
  nChanged 6
		SP:Iteration 77Q (107746.110000 sec): 3 clusters
  Score: Raw -5457878.847701 + Penalty 3585.210166 = -5454293.637535
  nChanged 3
		SP:Iteration 78Q (107746.810000 sec): 3 clusters
  Score: Raw -5457878.930988 + Penalty 3585.210166 = -5454293.720822
  nChanged 4
		SP:Iteration 79Q (107747.500000 sec): 3 clusters
  Score: Raw -5457879.008246 + Penalty 3585.210166 = -5454293.798080
  nChanged 3
		SP:Iteration 80F (107748.190000 sec): 3 clusters
  Score: Raw -5457879.067563 + Penalty 3585.210166 = -5454293.857396
  nChanged 5
		SP:Iteration 81Q (107748.890000 sec): 3 clusters
  Score: Raw -5457879.139007 + Penalty 3585.210166 = -5454293.928841
  nChanged 5
		SP:Iteration 82Q (107749.590000 sec): 3 clusters
  Score: Raw -5457879.257873 + Penalty 3585.210166 = -5454294.047707
  nChanged 1
		SP:Iteration 83Q (107750.280000 sec): 3 clusters
  Score: Raw -5457879.289396 + Penalty 3585.210166 = -5454294.079230
  nChanged 1
		SP:Iteration 84Q (107750.980000 sec): 3 clusters
  Score: Raw -5457879.304399 + Penalty 3585.210166 = -5454294.094233
  nChanged 1
		SP:Iteration 85Q (107751.670000 sec): 3 clusters
  Score: Raw -5457879.328262 + Penalty 3585.210166 = -5454294.118096
  nChanged 1
		SP:Iteration 86Q (107752.370000 sec): 3 clusters
  Score: Raw -5457879.333714 + Penalty 3585.210166 = -5454294.123548
  nChanged 0
		SP:Iteration 87F (107753.060000 sec): 3 clusters
  Score: Raw -5457879.333714 + Penalty 3585.210166 = -5454294.123548
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (23391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107753.260000 sec): 2 clusters
  Score: Raw -1870636.167251 + Penalty 1634.767324 = -1869001.399926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107753.640000 sec): 3 clusters
  Score: Raw -1856481.016375 + Penalty 3269.534649 = -1853211.481726
  nChanged 10720
		SP:Iteration 1F (107754.020000 sec): 3 clusters
  Score: Raw -1863408.381461 + Penalty 3269.534649 = -1860138.846812
  nChanged 2077
		SP:Iteration 2F (107754.390000 sec): 3 clusters
  Score: Raw -1865317.731255 + Penalty 3269.534649 = -1862048.196606
  nChanged 2167
		SP:Iteration 3F (107754.760000 sec): 3 clusters
  Score: Raw -1867475.186265 + Penalty 3269.534649 = -1864205.651616
  nChanged 2061
		SP:Iteration 4F (107755.140000 sec): 3 clusters
  Score: Raw -1869356.334176 + Penalty 3269.534649 = -1866086.799527
  nChanged 1643
		SP:Iteration 5F (107755.520000 sec): 3 clusters
  Score: Raw -1870679.072723 + Penalty 3269.534649 = -1867409.538074
  nChanged 1263
		SP:Iteration 6F (107755.890000 sec): 3 clusters
  Score: Raw -1871529.543880 + Penalty 3269.534649 = -1868260.009231
  nChanged 958
		SP:Iteration 7Q (107756.270000 sec): 3 clusters
  Score: Raw -1872069.636551 + Penalty 3269.534649 = -1868800.101902
  nChanged 696
		SP:Iteration 8Q (107756.640000 sec): 3 clusters
  Score: Raw -1872432.736852 + Penalty 3269.534649 = -1869163.202203
  nChanged 565
		SP:Iteration 9Q (107756.990000 sec): 3 clusters
  Score: Raw -1872712.216172 + Penalty 3269.534649 = -1869442.681523
  nChanged 482
		SP:Iteration 10Q (107757.390000 sec): 3 clusters
  Score: Raw -1872968.019796 + Penalty 3269.534649 = -1869698.485147
  nChanged 483
		SP:Iteration 11Q (107757.760000 sec): 3 clusters
  Score: Raw -1873201.751430 + Penalty 3269.534649 = -1869932.216781
  nChanged 393
		SP:Iteration 12Q (107758.130000 sec): 3 clusters
  Score: Raw -1873372.037329 + Penalty 3269.534649 = -1870102.502680
  nChanged 334
		SP:Iteration 13Q (107758.510000 sec): 3 clusters
  Score: Raw -1873494.767017 + Penalty 3269.534649 = -1870225.232368
  nChanged 281
		SP:Iteration 14Q (107758.880000 sec): 3 clusters
  Score: Raw -1873589.538612 + Penalty 3269.534649 = -1870320.003963
  nChanged 243
		SP:Iteration 15Q (107759.250000 sec): 3 clusters
  Score: Raw -1873660.716493 + Penalty 3269.534649 = -1870391.181844
  nChanged 215
		SP:Iteration 16Q (107759.630000 sec): 3 clusters
  Score: Raw -1873723.203810 + Penalty 3269.534649 = -1870453.669161
  nChanged 202
		SP:Iteration 17Q (107760.040000 sec): 3 clusters
  Score: Raw -1873771.899483 + Penalty 3269.534649 = -1870502.364835
  nChanged 157
		SP:Iteration 18Q (107760.410000 sec): 3 clusters
  Score: Raw -1873804.209146 + Penalty 3269.534649 = -1870534.674497
  nChanged 136
		SP:Iteration 19Q (107760.780000 sec): 3 clusters
  Score: Raw -1873833.144329 + Penalty 3269.534649 = -1870563.609681
  nChanged 131
		SP:Iteration 20F (107761.160000 sec): 3 clusters
  Score: Raw -1873856.673847 + Penalty 3269.534649 = -1870587.139198
  nChanged 103
		SP:Iteration 21Q (107761.520000 sec): 3 clusters
  Score: Raw -1873873.783637 + Penalty 3269.534649 = -1870604.248988
  nChanged 92
		SP:Iteration 22Q (107761.870000 sec): 3 clusters
  Score: Raw -1873885.828408 + Penalty 3269.534649 = -1870616.293759
  nChanged 83
		SP:Iteration 23Q (107762.240000 sec): 3 clusters
  Score: Raw -1873897.505512 + Penalty 3269.534649 = -1870627.970863
  nChanged 95
		SP:Iteration 24Q (107762.620000 sec): 3 clusters
  Score: Raw -1873911.206910 + Penalty 3269.534649 = -1870641.672261
  nChanged 86
		SP:Iteration 25Q (107762.990000 sec): 3 clusters
  Score: Raw -1873924.748925 + Penalty 3269.534649 = -1870655.214276
  nChanged 85
		SP:Iteration 26Q (107763.270000 sec): 3 clusters
  Score: Raw -1873937.760178 + Penalty 3269.534649 = -1870668.225529
  nChanged 66
		SP:Iteration 27Q (107763.610000 sec): 3 clusters
  Score: Raw -1873945.604937 + Penalty 3269.534649 = -1870676.070288
  nChanged 45
		SP:Iteration 28Q (107763.990000 sec): 3 clusters
  Score: Raw -1873950.483789 + Penalty 3269.534649 = -1870680.949140
  nChanged 44
		SP:Iteration 29Q (107764.290000 sec): 3 clusters
  Score: Raw -1873955.325055 + Penalty 3269.534649 = -1870685.790406
  nChanged 50
		SP:Iteration 30Q (107764.660000 sec): 3 clusters
  Score: Raw -1873960.866547 + Penalty 3269.534649 = -1870691.331898
  nChanged 46
		SP:Iteration 31Q (107765.020000 sec): 3 clusters
  Score: Raw -1873965.763909 + Penalty 3269.534649 = -1870696.229260
  nChanged 40
		SP:Iteration 32Q (107765.410000 sec): 3 clusters
  Score: Raw -1873970.311660 + Penalty 3269.534649 = -1870700.777011
  nChanged 39
		SP:Iteration 33Q (107765.750000 sec): 3 clusters
  Score: Raw -1873974.294703 + Penalty 3269.534649 = -1870704.760054
  nChanged 46
		SP:Iteration 34Q (107766.080000 sec): 3 clusters
  Score: Raw -1873979.026628 + Penalty 3269.534649 = -1870709.491979
  nChanged 36
		SP:Iteration 35Q (107766.420000 sec): 3 clusters
  Score: Raw -1873982.483886 + Penalty 3269.534649 = -1870712.949237
  nChanged 40
		SP:Iteration 36Q (107766.750000 sec): 3 clusters
  Score: Raw -1873987.317947 + Penalty 3269.534649 = -1870717.783298
  nChanged 42
		SP:Iteration 37Q (107767.060000 sec): 3 clusters
  Score: Raw -1873991.565981 + Penalty 3269.534649 = -1870722.031332
  nChanged 38
		SP:Iteration 38Q (107767.440000 sec): 3 clusters
  Score: Raw -1873996.978856 + Penalty 3269.534649 = -1870727.444207
  nChanged 49
		SP:Iteration 39Q (107767.820000 sec): 3 clusters
  Score: Raw -1874003.144628 + Penalty 3269.534649 = -1870733.609979
  nChanged 50
		SP:Iteration 40F (107768.200000 sec): 3 clusters
  Score: Raw -1874010.720566 + Penalty 3269.534649 = -1870741.185917
  nChanged 52
		SP:Iteration 41Q (107768.580000 sec): 3 clusters
  Score: Raw -1874018.975627 + Penalty 3269.534649 = -1870749.440978
  nChanged 58
		SP:Iteration 42Q (107768.960000 sec): 3 clusters
  Score: Raw -1874026.453646 + Penalty 3269.534649 = -1870756.918997
  nChanged 44
		SP:Iteration 43Q (107769.340000 sec): 3 clusters
  Score: Raw -1874031.619689 + Penalty 3269.534649 = -1870762.085040
  nChanged 47
		SP:Iteration 44Q (107769.730000 sec): 3 clusters
  Score: Raw -1874036.654473 + Penalty 3269.534649 = -1870767.119824
  nChanged 45
		SP:Iteration 45Q (107770.110000 sec): 3 clusters
  Score: Raw -1874043.274487 + Penalty 3269.534649 = -1870773.739838
  nChanged 47
		SP:Iteration 46Q (107770.490000 sec): 3 clusters
  Score: Raw -1874048.150698 + Penalty 3269.534649 = -1870778.616049
  nChanged 40
		SP:Iteration 47Q (107770.870000 sec): 3 clusters
  Score: Raw -1874051.692139 + Penalty 3269.534649 = -1870782.157490
  nChanged 34
		SP:Iteration 48Q (107771.250000 sec): 3 clusters
  Score: Raw -1874055.243629 + Penalty 3269.534649 = -1870785.708981
  nChanged 26
		SP:Iteration 49Q (107771.640000 sec): 3 clusters
  Score: Raw -1874057.782688 + Penalty 3269.534649 = -1870788.248039
  nChanged 32
		SP:Iteration 50Q (107772.020000 sec): 3 clusters
  Score: Raw -1874060.446326 + Penalty 3269.534649 = -1870790.911677
  nChanged 37
		SP:Iteration 51Q (107772.400000 sec): 3 clusters
  Score: Raw -1874064.141831 + Penalty 3269.534649 = -1870794.607182
  nChanged 27
		SP:Iteration 52Q (107772.790000 sec): 3 clusters
  Score: Raw -1874066.900208 + Penalty 3269.534649 = -1870797.365559
  nChanged 18
		SP:Iteration 53Q (107773.170000 sec): 3 clusters
  Score: Raw -1874068.852865 + Penalty 3269.534649 = -1870799.318216
  nChanged 22
		SP:Iteration 54Q (107773.550000 sec): 3 clusters
  Score: Raw -1874071.250546 + Penalty 3269.534649 = -1870801.715897
  nChanged 19
		SP:Iteration 55Q (107773.930000 sec): 3 clusters
  Score: Raw -1874072.906418 + Penalty 3269.534649 = -1870803.371769
  nChanged 17
		SP:Iteration 56Q (107774.320000 sec): 3 clusters
  Score: Raw -1874074.425544 + Penalty 3269.534649 = -1870804.890895
  nChanged 17
		SP:Iteration 57Q (107774.700000 sec): 3 clusters
  Score: Raw -1874076.006082 + Penalty 3269.534649 = -1870806.471433
  nChanged 15
		SP:Iteration 58Q (107775.080000 sec): 3 clusters
  Score: Raw -1874077.571401 + Penalty 3269.534649 = -1870808.036752
  nChanged 14
		SP:Iteration 59Q (107775.460000 sec): 3 clusters
  Score: Raw -1874078.895176 + Penalty 3269.534649 = -1870809.360527
  nChanged 13
		SP:Iteration 60F (107775.840000 sec): 3 clusters
  Score: Raw -1874080.130514 + Penalty 3269.534649 = -1870810.595865
  nChanged 18
		SP:Iteration 61Q (107776.220000 sec): 3 clusters
  Score: Raw -1874081.358164 + Penalty 3269.534649 = -1870811.823515
  nChanged 8
		SP:Iteration 62Q (107776.530000 sec): 3 clusters
  Score: Raw -1874082.277764 + Penalty 3269.534649 = -1870812.743115
  nChanged 16
		SP:Iteration 63Q (107776.880000 sec): 3 clusters
  Score: Raw -1874084.413146 + Penalty 3269.534649 = -1870814.878497
  nChanged 20
		SP:Iteration 64Q (107777.170000 sec): 3 clusters
  Score: Raw -1874086.546032 + Penalty 3269.534649 = -1870817.011383
  nChanged 18
		SP:Iteration 65Q (107777.430000 sec): 3 clusters
  Score: Raw -1874088.161760 + Penalty 3269.534649 = -1870818.627111
  nChanged 13
		SP:Iteration 66Q (107777.830000 sec): 3 clusters
  Score: Raw -1874089.590102 + Penalty 3269.534649 = -1870820.055453
  nChanged 20
		SP:Iteration 67Q (107778.160000 sec): 3 clusters
  Score: Raw -1874092.046593 + Penalty 3269.534649 = -1870822.511944
  nChanged 20
		SP:Iteration 68Q (107778.500000 sec): 3 clusters
  Score: Raw -1874094.843497 + Penalty 3269.534649 = -1870825.308848
  nChanged 26
		SP:Iteration 69Q (107778.840000 sec): 3 clusters
  Score: Raw -1874098.248175 + Penalty 3269.534649 = -1870828.713526
  nChanged 24
		SP:Iteration 70Q (107779.180000 sec): 3 clusters
  Score: Raw -1874101.313833 + Penalty 3269.534649 = -1870831.779184
  nChanged 28
		SP:Iteration 71Q (107779.510000 sec): 3 clusters
  Score: Raw -1874104.195150 + Penalty 3269.534649 = -1870834.660501
  nChanged 17
		SP:Iteration 72Q (107779.850000 sec): 3 clusters
  Score: Raw -1874105.942876 + Penalty 3269.534649 = -1870836.408227
  nChanged 18
		SP:Iteration 73Q (107780.190000 sec): 3 clusters
  Score: Raw -1874107.284287 + Penalty 3269.534649 = -1870837.749638
  nChanged 19
		SP:Iteration 74Q (107780.530000 sec): 3 clusters
  Score: Raw -1874109.384072 + Penalty 3269.534649 = -1870839.849423
  nChanged 18
		SP:Iteration 75Q (107780.870000 sec): 3 clusters
  Score: Raw -1874112.100073 + Penalty 3269.534649 = -1870842.565424
  nChanged 23
		SP:Iteration 76Q (107781.210000 sec): 3 clusters
  Score: Raw -1874114.557449 + Penalty 3269.534649 = -1870845.022800
  nChanged 21
		SP:Iteration 77Q (107781.540000 sec): 3 clusters
  Score: Raw -1874116.723260 + Penalty 3269.534649 = -1870847.188611
  nChanged 19
		SP:Iteration 78Q (107781.880000 sec): 3 clusters
  Score: Raw -1874118.813173 + Penalty 3269.534649 = -1870849.278524
  nChanged 18
		SP:Iteration 79Q (107782.220000 sec): 3 clusters
  Score: Raw -1874121.854933 + Penalty 3269.534649 = -1870852.320284
  nChanged 19
		SP:Iteration 80F (107782.560000 sec): 3 clusters
  Score: Raw -1874124.652980 + Penalty 3269.534649 = -1870855.118331
  nChanged 24
		SP:Iteration 81Q (107782.940000 sec): 3 clusters
  Score: Raw -1874127.440510 + Penalty 3269.534649 = -1870857.905861
  nChanged 19
		SP:Iteration 82Q (107783.330000 sec): 3 clusters
  Score: Raw -1874128.967422 + Penalty 3269.534649 = -1870859.432773
  nChanged 16
		SP:Iteration 83Q (107783.710000 sec): 3 clusters
  Score: Raw -1874130.238442 + Penalty 3269.534649 = -1870860.703793
  nChanged 13
		SP:Iteration 84Q (107784.050000 sec): 3 clusters
  Score: Raw -1874131.313905 + Penalty 3269.534649 = -1870861.779256
  nChanged 12
		SP:Iteration 85Q (107784.320000 sec): 3 clusters
  Score: Raw -1874133.060364 + Penalty 3269.534649 = -1870863.525716
  nChanged 13
		SP:Iteration 86Q (107784.630000 sec): 3 clusters
  Score: Raw -1874134.276042 + Penalty 3269.534649 = -1870864.741393
  nChanged 10
		SP:Iteration 87Q (107784.980000 sec): 3 clusters
  Score: Raw -1874135.738446 + Penalty 3269.534649 = -1870866.203797
  nChanged 18
		SP:Iteration 88Q (107785.340000 sec): 3 clusters
  Score: Raw -1874137.321087 + Penalty 3269.534649 = -1870867.786438
  nChanged 13
		SP:Iteration 89Q (107785.680000 sec): 3 clusters
  Score: Raw -1874138.654051 + Penalty 3269.534649 = -1870869.119402
  nChanged 18
		SP:Iteration 90Q (107786.060000 sec): 3 clusters
  Score: Raw -1874140.317838 + Penalty 3269.534649 = -1870870.783189
  nChanged 21
		SP:Iteration 91Q (107786.440000 sec): 3 clusters
  Score: Raw -1874142.588706 + Penalty 3269.534649 = -1870873.054057
  nChanged 20
		SP:Iteration 92Q (107786.820000 sec): 3 clusters
  Score: Raw -1874144.622690 + Penalty 3269.534649 = -1870875.088041
  nChanged 16
		SP:Iteration 93Q (107787.190000 sec): 3 clusters
  Score: Raw -1874146.363761 + Penalty 3269.534649 = -1870876.829112
  nChanged 22
		SP:Iteration 94Q (107787.540000 sec): 3 clusters
  Score: Raw -1874148.865196 + Penalty 3269.534649 = -1870879.330547
  nChanged 23
		SP:Iteration 95Q (107787.920000 sec): 3 clusters
  Score: Raw -1874151.366408 + Penalty 3269.534649 = -1870881.831759
  nChanged 19
		SP:Iteration 96Q (107788.300000 sec): 3 clusters
  Score: Raw -1874153.102414 + Penalty 3269.534649 = -1870883.567766
  nChanged 11
		SP:Iteration 97Q (107788.680000 sec): 3 clusters
  Score: Raw -1874154.504347 + Penalty 3269.534649 = -1870884.969698
  nChanged 19
		SP:Iteration 98Q (107789.060000 sec): 3 clusters
  Score: Raw -1874156.348491 + Penalty 3269.534649 = -1870886.813842
  nChanged 16
		SP:Iteration 99Q (107789.440000 sec): 3 clusters
  Score: Raw -1874157.857362 + Penalty 3269.534649 = -1870888.322713
  nChanged 16
		SP:Iteration 100F (107789.820000 sec): 3 clusters
  Score: Raw -1874159.303482 + Penalty 3269.534649 = -1870889.768833
  nChanged 13
		SP:Iteration 101Q (107790.190000 sec): 3 clusters
  Score: Raw -1874160.332751 + Penalty 3269.534649 = -1870890.798102
  nChanged 12
		SP:Iteration 102Q (107790.570000 sec): 3 clusters
  Score: Raw -1874161.524778 + Penalty 3269.534649 = -1870891.990129
  nChanged 9
		SP:Iteration 103Q (107790.990000 sec): 3 clusters
  Score: Raw -1874162.533792 + Penalty 3269.534649 = -1870892.999143
  nChanged 8
		SP:Iteration 104Q (107791.330000 sec): 3 clusters
  Score: Raw -1874163.296263 + Penalty 3269.534649 = -1870893.761614
  nChanged 11
		SP:Iteration 105Q (107791.700000 sec): 3 clusters
  Score: Raw -1874164.416793 + Penalty 3269.534649 = -1870894.882144
  nChanged 15
		SP:Iteration 106Q (107792.000000 sec): 3 clusters
  Score: Raw -1874166.173716 + Penalty 3269.534649 = -1870896.639067
  nChanged 18
		SP:Iteration 107Q (107792.410000 sec): 3 clusters
  Score: Raw -1874168.145413 + Penalty 3269.534649 = -1870898.610764
  nChanged 15
		SP:Iteration 108Q (107792.750000 sec): 3 clusters
  Score: Raw -1874169.177352 + Penalty 3269.534649 = -1870899.642703
  nChanged 7
		SP:Iteration 109Q (107793.120000 sec): 3 clusters
  Score: Raw -1874169.778343 + Penalty 3269.534649 = -1870900.243694
  nChanged 7
		SP:Iteration 110Q (107793.460000 sec): 3 clusters
  Score: Raw -1874170.660081 + Penalty 3269.534649 = -1870901.125432
  nChanged 10
		SP:Iteration 111Q (107793.790000 sec): 3 clusters
  Score: Raw -1874171.660742 + Penalty 3269.534649 = -1870902.126093
  nChanged 14
		SP:Iteration 112Q (107794.130000 sec): 3 clusters
  Score: Raw -1874172.738470 + Penalty 3269.534649 = -1870903.203821
  nChanged 7
		SP:Iteration 113Q (107794.470000 sec): 3 clusters
  Score: Raw -1874173.241162 + Penalty 3269.534649 = -1870903.706513
  nChanged 5
		SP:Iteration 114Q (107794.800000 sec): 3 clusters
  Score: Raw -1874173.520672 + Penalty 3269.534649 = -1870903.986023
  nChanged 4
		SP:Iteration 115Q (107795.070000 sec): 3 clusters
  Score: Raw -1874174.094587 + Penalty 3269.534649 = -1870904.559938
  nChanged 4
		SP:Iteration 116Q (107795.470000 sec): 3 clusters
  Score: Raw -1874174.486170 + Penalty 3269.534649 = -1870904.951522
  nChanged 6
		SP:Iteration 117Q (107795.820000 sec): 3 clusters
  Score: Raw -1874174.911271 + Penalty 3269.534649 = -1870905.376622
  nChanged 5
		SP:Iteration 118Q (107796.190000 sec): 3 clusters
  Score: Raw -1874175.597427 + Penalty 3269.534649 = -1870906.062778
  nChanged 7
		SP:Iteration 119Q (107796.530000 sec): 3 clusters
  Score: Raw -1874176.133043 + Penalty 3269.534649 = -1870906.598394
  nChanged 4
		SP:Iteration 120F (107796.870000 sec): 3 clusters
  Score: Raw -1874176.269090 + Penalty 3269.534649 = -1870906.734441
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (14233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107797.040000 sec): 2 clusters
  Score: Raw -1148715.593872 + Penalty 1554.039255 = -1147161.554618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107797.320000 sec): 3 clusters
  Score: Raw -1140568.036299 + Penalty 3108.078510 = -1137459.957790
  nChanged 6239
		SP:Iteration 1F (107797.590000 sec): 3 clusters
  Score: Raw -1145479.267046 + Penalty 3108.078510 = -1142371.188536
  nChanged 1539
		SP:Iteration 2F (107797.880000 sec): 3 clusters
  Score: Raw -1147006.767833 + Penalty 3108.078510 = -1143898.689324
  nChanged 1221
		SP:Iteration 3F (107798.200000 sec): 3 clusters
  Score: Raw -1147968.644535 + Penalty 3108.078510 = -1144860.566026
  nChanged 872
		SP:Iteration 4F (107798.480000 sec): 3 clusters
  Score: Raw -1148505.879623 + Penalty 3108.078510 = -1145397.801113
  nChanged 627
		SP:Iteration 5Q (107798.850000 sec): 3 clusters
  Score: Raw -1148871.050910 + Penalty 3108.078510 = -1145762.972400
  nChanged 529
		SP:Iteration 6Q (107799.170000 sec): 3 clusters
  Score: Raw -1149140.986167 + Penalty 3108.078510 = -1146032.907657
  nChanged 381
		SP:Iteration 7Q (107799.460000 sec): 3 clusters
  Score: Raw -1149324.062604 + Penalty 3108.078510 = -1146215.984094
  nChanged 323
		SP:Iteration 8Q (107799.740000 sec): 3 clusters
  Score: Raw -1149459.994698 + Penalty 3108.078510 = -1146351.916188
  nChanged 271
		SP:Iteration 9Q (107799.970000 sec): 3 clusters
  Score: Raw -1149555.081367 + Penalty 3108.078510 = -1146447.002857
  nChanged 242
		SP:Iteration 10Q (107800.250000 sec): 3 clusters
  Score: Raw -1149631.164685 + Penalty 3108.078510 = -1146523.086176
  nChanged 201
		SP:Iteration 11Q (107800.530000 sec): 3 clusters
  Score: Raw -1149689.659801 + Penalty 3108.078510 = -1146581.581291
  nChanged 180
		SP:Iteration 12Q (107800.800000 sec): 3 clusters
  Score: Raw -1149738.126148 + Penalty 3108.078510 = -1146630.047638
  nChanged 170
		SP:Iteration 13Q (107801.080000 sec): 3 clusters
  Score: Raw -1149776.287058 + Penalty 3108.078510 = -1146668.208549
  nChanged 119
		SP:Iteration 14Q (107801.350000 sec): 3 clusters
  Score: Raw -1149800.925112 + Penalty 3108.078510 = -1146692.846603
  nChanged 111
		SP:Iteration 15Q (107801.640000 sec): 3 clusters
  Score: Raw -1149820.535578 + Penalty 3108.078510 = -1146712.457068
  nChanged 101
		SP:Iteration 16Q (107802.010000 sec): 3 clusters
  Score: Raw -1149841.605441 + Penalty 3108.078510 = -1146733.526932
  nChanged 101
		SP:Iteration 17Q (107802.250000 sec): 3 clusters
  Score: Raw -1149865.070171 + Penalty 3108.078510 = -1146756.991662
  nChanged 106
		SP:Iteration 18Q (107802.540000 sec): 3 clusters
  Score: Raw -1149885.337930 + Penalty 3108.078510 = -1146777.259420
  nChanged 91
		SP:Iteration 19Q (107802.810000 sec): 3 clusters
  Score: Raw -1149902.975512 + Penalty 3108.078510 = -1146794.897002
  nChanged 76
		SP:Iteration 20F (107803.090000 sec): 3 clusters
  Score: Raw -1149915.417972 + Penalty 3108.078510 = -1146807.339463
  nChanged 70
		SP:Iteration 21Q (107803.370000 sec): 3 clusters
  Score: Raw -1149926.655523 + Penalty 3108.078510 = -1146818.577013
  nChanged 72
		SP:Iteration 22Q (107803.640000 sec): 3 clusters
  Score: Raw -1149940.728914 + Penalty 3108.078510 = -1146832.650404
  nChanged 88
		SP:Iteration 23Q (107803.920000 sec): 3 clusters
  Score: Raw -1149962.858446 + Penalty 3108.078510 = -1146854.779936
  nChanged 99
		SP:Iteration 24Q (107804.200000 sec): 3 clusters
  Score: Raw -1149984.493058 + Penalty 3108.078510 = -1146876.414549
  nChanged 96
		SP:Iteration 25Q (107804.490000 sec): 3 clusters
  Score: Raw -1150006.523329 + Penalty 3108.078510 = -1146898.444820
  nChanged 101
		SP:Iteration 26Q (107804.770000 sec): 3 clusters
  Score: Raw -1150034.649778 + Penalty 3108.078510 = -1146926.571269
  nChanged 115
		SP:Iteration 27Q (107804.950000 sec): 3 clusters
  Score: Raw -1150068.360427 + Penalty 3108.078510 = -1146960.281917
  nChanged 130
		SP:Iteration 28Q (107805.240000 sec): 3 clusters
  Score: Raw -1150106.982429 + Penalty 3108.078510 = -1146998.903920
  nChanged 125
		SP:Iteration 29Q (107805.520000 sec): 3 clusters
  Score: Raw -1150148.770134 + Penalty 3108.078510 = -1147040.691625
  nChanged 164
		SP:Iteration 30Q (107805.720000 sec): 3 clusters
  Score: Raw -1150210.385285 + Penalty 3108.078510 = -1147102.306776
  nChanged 158
		SP:Iteration 31Q (107805.900000 sec): 3 clusters
  Score: Raw -1150273.909652 + Penalty 3108.078510 = -1147165.831142
  nChanged 174
		SP:Iteration 32Q (107806.200000 sec): 3 clusters
  Score: Raw -1150335.313450 + Penalty 3108.078510 = -1147227.234940
  nChanged 157
		SP:Iteration 33Q (107806.480000 sec): 3 clusters
  Score: Raw -1150393.753760 + Penalty 3108.078510 = -1147285.675251
  nChanged 170
		SP:Iteration 34Q (107806.750000 sec): 3 clusters
  Score: Raw -1150448.859611 + Penalty 3108.078510 = -1147340.781101
  nChanged 154
		SP:Iteration 35Q (107807.030000 sec): 3 clusters
  Score: Raw -1150492.565840 + Penalty 3108.078510 = -1147384.487331
  nChanged 140
		SP:Iteration 36Q (107807.310000 sec): 3 clusters
  Score: Raw -1150528.411174 + Penalty 3108.078510 = -1147420.332664
  nChanged 109
		SP:Iteration 37Q (107807.590000 sec): 3 clusters
  Score: Raw -1150553.818012 + Penalty 3108.078510 = -1147445.739502
  nChanged 98
		SP:Iteration 38Q (107807.860000 sec): 3 clusters
  Score: Raw -1150573.610126 + Penalty 3108.078510 = -1147465.531617
  nChanged 81
		SP:Iteration 39Q (107808.080000 sec): 3 clusters
  Score: Raw -1150589.789782 + Penalty 3108.078510 = -1147481.711272
  nChanged 73
		SP:Iteration 40F (107808.390000 sec): 3 clusters
  Score: Raw -1150601.470968 + Penalty 3108.078510 = -1147493.392458
  nChanged 39
		SP:Iteration 41Q (107808.610000 sec): 3 clusters
  Score: Raw -1150607.901364 + Penalty 3108.078510 = -1147499.822854
  nChanged 35
		SP:Iteration 42Q (107808.860000 sec): 3 clusters
  Score: Raw -1150610.996026 + Penalty 3108.078510 = -1147502.917516
  nChanged 24
		SP:Iteration 43Q (107809.140000 sec): 3 clusters
  Score: Raw -1150613.598955 + Penalty 3108.078510 = -1147505.520445
  nChanged 26
		SP:Iteration 44Q (107809.430000 sec): 3 clusters
  Score: Raw -1150616.181295 + Penalty 3108.078510 = -1147508.102786
  nChanged 20
		SP:Iteration 45Q (107809.700000 sec): 3 clusters
  Score: Raw -1150618.621609 + Penalty 3108.078510 = -1147510.543100
  nChanged 25
		SP:Iteration 46Q (107809.980000 sec): 3 clusters
  Score: Raw -1150621.886462 + Penalty 3108.078510 = -1147513.807952
  nChanged 24
		SP:Iteration 47Q (107810.260000 sec): 3 clusters
  Score: Raw -1150625.138657 + Penalty 3108.078510 = -1147517.060148
  nChanged 29
		SP:Iteration 48Q (107810.550000 sec): 3 clusters
  Score: Raw -1150628.956189 + Penalty 3108.078510 = -1147520.877679
  nChanged 27
		SP:Iteration 49Q (107810.820000 sec): 3 clusters
  Score: Raw -1150633.080193 + Penalty 3108.078510 = -1147525.001684
  nChanged 25
		SP:Iteration 50Q (107811.190000 sec): 3 clusters
  Score: Raw -1150637.054173 + Penalty 3108.078510 = -1147528.975663
  nChanged 23
		SP:Iteration 51Q (107811.430000 sec): 3 clusters
  Score: Raw -1150639.044863 + Penalty 3108.078510 = -1147530.966353
  nChanged 12
		SP:Iteration 52Q (107811.710000 sec): 3 clusters
  Score: Raw -1150640.256119 + Penalty 3108.078510 = -1147532.177610
  nChanged 14
		SP:Iteration 53Q (107811.990000 sec): 3 clusters
  Score: Raw -1150642.112980 + Penalty 3108.078510 = -1147534.034470
  nChanged 11
		SP:Iteration 54Q (107812.270000 sec): 3 clusters
  Score: Raw -1150642.988788 + Penalty 3108.078510 = -1147534.910278
  nChanged 8
		SP:Iteration 55Q (107812.540000 sec): 3 clusters
  Score: Raw -1150643.486216 + Penalty 3108.078510 = -1147535.407706
  nChanged 9
		SP:Iteration 56Q (107812.820000 sec): 3 clusters
  Score: Raw -1150644.349037 + Penalty 3108.078510 = -1147536.270527
  nChanged 10
		SP:Iteration 57Q (107813.110000 sec): 3 clusters
  Score: Raw -1150645.198882 + Penalty 3108.078510 = -1147537.120372
  nChanged 11
		SP:Iteration 58Q (107813.380000 sec): 3 clusters
  Score: Raw -1150646.319092 + Penalty 3108.078510 = -1147538.240582
  nChanged 8
		SP:Iteration 59Q (107813.660000 sec): 3 clusters
  Score: Raw -1150647.075889 + Penalty 3108.078510 = -1147538.997379
  nChanged 4
		SP:Iteration 60F (107813.940000 sec): 3 clusters
  Score: Raw -1150647.378085 + Penalty 3108.078510 = -1147539.299575
  nChanged 5
		SP:Iteration 61Q (107814.220000 sec): 3 clusters
  Score: Raw -1150647.852936 + Penalty 3108.078510 = -1147539.774426
  nChanged 5
		SP:Iteration 62Q (107814.400000 sec): 3 clusters
  Score: Raw -1150648.169347 + Penalty 3108.078510 = -1147540.090838
  nChanged 4
		SP:Iteration 63Q (107814.700000 sec): 3 clusters
  Score: Raw -1150648.317421 + Penalty 3108.078510 = -1147540.238912
  nChanged 2
		SP:Iteration 64Q (107814.980000 sec): 3 clusters
  Score: Raw -1150648.401241 + Penalty 3108.078510 = -1147540.322732
  nChanged 2
		SP:Iteration 65Q (107815.260000 sec): 3 clusters
  Score: Raw -1150648.597698 + Penalty 3108.078510 = -1147540.519189
  nChanged 3
		SP:Iteration 66Q (107815.540000 sec): 3 clusters
  Score: Raw -1150648.728041 + Penalty 3108.078510 = -1147540.649532
  nChanged 2
		SP:Iteration 67Q (107815.820000 sec): 3 clusters
  Score: Raw -1150648.892990 + Penalty 3108.078510 = -1147540.814480
  nChanged 6
		SP:Iteration 68Q (107816.100000 sec): 3 clusters
  Score: Raw -1150649.190252 + Penalty 3108.078510 = -1147541.111743
  nChanged 1
		SP:Iteration 69Q (107816.380000 sec): 3 clusters
  Score: Raw -1150649.473358 + Penalty 3108.078510 = -1147541.394848
  nChanged 2
		SP:Iteration 70Q (107816.660000 sec): 3 clusters
  Score: Raw -1150649.844846 + Penalty 3108.078510 = -1147541.766336
  nChanged 3
		SP:Iteration 71Q (107816.930000 sec): 3 clusters
  Score: Raw -1150650.208695 + Penalty 3108.078510 = -1147542.130185
  nChanged 2
		SP:Iteration 72Q (107817.210000 sec): 3 clusters
  Score: Raw -1150650.320440 + Penalty 3108.078510 = -1147542.241930
  nChanged 0
		SP:Iteration 73F (107817.490000 sec): 3 clusters
  Score: Raw -1150650.320440 + Penalty 3108.078510 = -1147542.241930
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (14866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107817.680000 sec): 2 clusters
  Score: Raw -1107789.301964 + Penalty 1561.110201 = -1106228.191763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107817.980000 sec): 3 clusters
  Score: Raw -1098965.094206 + Penalty 3122.220402 = -1095842.873804
  nChanged 6690
		SP:Iteration 1F (107818.250000 sec): 3 clusters
  Score: Raw -1103199.041325 + Penalty 3122.220402 = -1100076.820924
  nChanged 1387
		SP:Iteration 2F (107818.520000 sec): 3 clusters
  Score: Raw -1104335.221010 + Penalty 3122.220402 = -1101213.000608
  nChanged 1307
		SP:Iteration 3F (107818.800000 sec): 3 clusters
  Score: Raw -1105472.571884 + Penalty 3122.220402 = -1102350.351482
  nChanged 1187
		SP:Iteration 4F (107819.070000 sec): 3 clusters
  Score: Raw -1106373.234622 + Penalty 3122.220402 = -1103251.014221
  nChanged 913
		SP:Iteration 5F (107819.340000 sec): 3 clusters
  Score: Raw -1106915.269591 + Penalty 3122.220402 = -1103793.049189
  nChanged 668
		SP:Iteration 6Q (107819.610000 sec): 3 clusters
  Score: Raw -1107273.543858 + Penalty 3122.220402 = -1104151.323456
  nChanged 527
		SP:Iteration 7Q (107819.890000 sec): 3 clusters
  Score: Raw -1107559.238005 + Penalty 3122.220402 = -1104437.017604
  nChanged 491
		SP:Iteration 8Q (107820.160000 sec): 3 clusters
  Score: Raw -1107816.544413 + Penalty 3122.220402 = -1104694.324011
  nChanged 424
		SP:Iteration 9Q (107820.440000 sec): 3 clusters
  Score: Raw -1108081.002341 + Penalty 3122.220402 = -1104958.781939
  nChanged 418
		SP:Iteration 10Q (107820.710000 sec): 3 clusters
  Score: Raw -1108328.281266 + Penalty 3122.220402 = -1105206.060865
  nChanged 387
		SP:Iteration 11Q (107820.990000 sec): 3 clusters
  Score: Raw -1108541.475841 + Penalty 3122.220402 = -1105419.255439
  nChanged 345
		SP:Iteration 12Q (107821.260000 sec): 3 clusters
  Score: Raw -1108696.390465 + Penalty 3122.220402 = -1105574.170063
  nChanged 290
		SP:Iteration 13Q (107821.540000 sec): 3 clusters
  Score: Raw -1108824.691682 + Penalty 3122.220402 = -1105702.471280
  nChanged 269
		SP:Iteration 14Q (107821.820000 sec): 3 clusters
  Score: Raw -1108941.695840 + Penalty 3122.220402 = -1105819.475438
  nChanged 225
		SP:Iteration 15Q (107822.090000 sec): 3 clusters
  Score: Raw -1109039.802400 + Penalty 3122.220402 = -1105917.581998
  nChanged 188
		SP:Iteration 16Q (107822.360000 sec): 3 clusters
  Score: Raw -1109109.550744 + Penalty 3122.220402 = -1105987.330342
  nChanged 168
		SP:Iteration 17Q (107822.630000 sec): 3 clusters
  Score: Raw -1109172.693839 + Penalty 3122.220402 = -1106050.473437
  nChanged 172
		SP:Iteration 18Q (107822.900000 sec): 3 clusters
  Score: Raw -1109227.041213 + Penalty 3122.220402 = -1106104.820812
  nChanged 154
		SP:Iteration 19Q (107823.180000 sec): 3 clusters
  Score: Raw -1109268.735512 + Penalty 3122.220402 = -1106146.515111
  nChanged 140
		SP:Iteration 20F (107823.450000 sec): 3 clusters
  Score: Raw -1109312.214933 + Penalty 3122.220402 = -1106189.994531
  nChanged 119
		SP:Iteration 21Q (107823.720000 sec): 3 clusters
  Score: Raw -1109337.866675 + Penalty 3122.220402 = -1106215.646273
  nChanged 99
		SP:Iteration 22Q (107824.000000 sec): 3 clusters
  Score: Raw -1109355.737061 + Penalty 3122.220402 = -1106233.516660
  nChanged 79
		SP:Iteration 23Q (107824.270000 sec): 3 clusters
  Score: Raw -1109370.369623 + Penalty 3122.220402 = -1106248.149221
  nChanged 69
		SP:Iteration 24Q (107824.540000 sec): 3 clusters
  Score: Raw -1109380.906764 + Penalty 3122.220402 = -1106258.686362
  nChanged 72
		SP:Iteration 25Q (107824.820000 sec): 3 clusters
  Score: Raw -1109393.582596 + Penalty 3122.220402 = -1106271.362194
  nChanged 75
		SP:Iteration 26Q (107825.100000 sec): 3 clusters
  Score: Raw -1109407.042472 + Penalty 3122.220402 = -1106284.822070
  nChanged 64
		SP:Iteration 27Q (107825.370000 sec): 3 clusters
  Score: Raw -1109418.578948 + Penalty 3122.220402 = -1106296.358547
  nChanged 70
		SP:Iteration 28Q (107825.650000 sec): 3 clusters
  Score: Raw -1109428.855456 + Penalty 3122.220402 = -1106306.635054
  nChanged 54
		SP:Iteration 29Q (107825.920000 sec): 3 clusters
  Score: Raw -1109437.952231 + Penalty 3122.220402 = -1106315.731830
  nChanged 50
		SP:Iteration 30Q (107826.200000 sec): 3 clusters
  Score: Raw -1109445.184847 + Penalty 3122.220402 = -1106322.964445
  nChanged 53
		SP:Iteration 31Q (107826.480000 sec): 3 clusters
  Score: Raw -1109453.673645 + Penalty 3122.220402 = -1106331.453243
  nChanged 57
		SP:Iteration 32Q (107826.750000 sec): 3 clusters
  Score: Raw -1109460.801949 + Penalty 3122.220402 = -1106338.581547
  nChanged 48
		SP:Iteration 33Q (107827.030000 sec): 3 clusters
  Score: Raw -1109466.551902 + Penalty 3122.220402 = -1106344.331500
  nChanged 42
		SP:Iteration 34Q (107827.300000 sec): 3 clusters
  Score: Raw -1109472.317886 + Penalty 3122.220402 = -1106350.097485
  nChanged 41
		SP:Iteration 35Q (107827.580000 sec): 3 clusters
  Score: Raw -1109477.160180 + Penalty 3122.220402 = -1106354.939778
  nChanged 33
		SP:Iteration 36Q (107827.860000 sec): 3 clusters
  Score: Raw -1109480.784972 + Penalty 3122.220402 = -1106358.564570
  nChanged 36
		SP:Iteration 37Q (107828.130000 sec): 3 clusters
  Score: Raw -1109484.849285 + Penalty 3122.220402 = -1106362.628883
  nChanged 31
		SP:Iteration 38Q (107828.410000 sec): 3 clusters
  Score: Raw -1109488.906501 + Penalty 3122.220402 = -1106366.686100
  nChanged 36
		SP:Iteration 39Q (107828.680000 sec): 3 clusters
  Score: Raw -1109492.686236 + Penalty 3122.220402 = -1106370.465834
  nChanged 36
		SP:Iteration 40F (107828.960000 sec): 3 clusters
  Score: Raw -1109496.074561 + Penalty 3122.220402 = -1106373.854160
  nChanged 29
		SP:Iteration 41Q (107829.240000 sec): 3 clusters
  Score: Raw -1109498.640923 + Penalty 3122.220402 = -1106376.420521
  nChanged 30
		SP:Iteration 42Q (107829.510000 sec): 3 clusters
  Score: Raw -1109501.648083 + Penalty 3122.220402 = -1106379.427681
  nChanged 32
		SP:Iteration 43Q (107829.790000 sec): 3 clusters
  Score: Raw -1109505.074111 + Penalty 3122.220402 = -1106382.853709
  nChanged 32
		SP:Iteration 44Q (107830.060000 sec): 3 clusters
  Score: Raw -1109508.496092 + Penalty 3122.220402 = -1106386.275690
  nChanged 36
		SP:Iteration 45Q (107830.340000 sec): 3 clusters
  Score: Raw -1109512.990144 + Penalty 3122.220402 = -1106390.769742
  nChanged 29
		SP:Iteration 46Q (107830.620000 sec): 3 clusters
  Score: Raw -1109515.958953 + Penalty 3122.220402 = -1106393.738551
  nChanged 21
		SP:Iteration 47Q (107830.890000 sec): 3 clusters
  Score: Raw -1109518.025194 + Penalty 3122.220402 = -1106395.804792
  nChanged 22
		SP:Iteration 48Q (107831.170000 sec): 3 clusters
  Score: Raw -1109520.299440 + Penalty 3122.220402 = -1106398.079038
  nChanged 23
		SP:Iteration 49Q (107831.440000 sec): 3 clusters
  Score: Raw -1109522.780763 + Penalty 3122.220402 = -1106400.560361
  nChanged 22
		SP:Iteration 50Q (107831.720000 sec): 3 clusters
  Score: Raw -1109525.050719 + Penalty 3122.220402 = -1106402.830317
  nChanged 22
		SP:Iteration 51Q (107831.990000 sec): 3 clusters
  Score: Raw -1109527.205194 + Penalty 3122.220402 = -1106404.984792
  nChanged 25
		SP:Iteration 52Q (107832.270000 sec): 3 clusters
  Score: Raw -1109530.206600 + Penalty 3122.220402 = -1106407.986199
  nChanged 25
		SP:Iteration 53Q (107832.540000 sec): 3 clusters
  Score: Raw -1109532.923412 + Penalty 3122.220402 = -1106410.703011
  nChanged 21
		SP:Iteration 54Q (107832.860000 sec): 3 clusters
  Score: Raw -1109535.175069 + Penalty 3122.220402 = -1106412.954668
  nChanged 18
		SP:Iteration 55Q (107833.130000 sec): 3 clusters
  Score: Raw -1109536.996684 + Penalty 3122.220402 = -1106414.776283
  nChanged 15
		SP:Iteration 56Q (107833.410000 sec): 3 clusters
  Score: Raw -1109539.052422 + Penalty 3122.220402 = -1106416.832020
  nChanged 20
		SP:Iteration 57Q (107833.680000 sec): 3 clusters
  Score: Raw -1109541.194452 + Penalty 3122.220402 = -1106418.974050
  nChanged 26
		SP:Iteration 58Q (107833.950000 sec): 3 clusters
  Score: Raw -1109543.862454 + Penalty 3122.220402 = -1106421.642052
  nChanged 19
		SP:Iteration 59Q (107834.220000 sec): 3 clusters
  Score: Raw -1109545.333905 + Penalty 3122.220402 = -1106423.113504
  nChanged 11
		SP:Iteration 60F (107834.490000 sec): 3 clusters
  Score: Raw -1109546.140854 + Penalty 3122.220402 = -1106423.920452
  nChanged 11
		SP:Iteration 61Q (107834.770000 sec): 3 clusters
  Score: Raw -1109547.179741 + Penalty 3122.220402 = -1106424.959339
  nChanged 21
		SP:Iteration 62Q (107835.080000 sec): 3 clusters
  Score: Raw -1109549.475530 + Penalty 3122.220402 = -1106427.255128
  nChanged 22
		SP:Iteration 63Q (107835.320000 sec): 3 clusters
  Score: Raw -1109551.955831 + Penalty 3122.220402 = -1106429.735429
  nChanged 24
		SP:Iteration 64Q (107835.590000 sec): 3 clusters
  Score: Raw -1109555.659888 + Penalty 3122.220402 = -1106433.439486
  nChanged 23
		SP:Iteration 65Q (107835.870000 sec): 3 clusters
  Score: Raw -1109558.599996 + Penalty 3122.220402 = -1106436.379594
  nChanged 33
		SP:Iteration 66Q (107836.150000 sec): 3 clusters
  Score: Raw -1109563.271345 + Penalty 3122.220402 = -1106441.050944
  nChanged 34
		SP:Iteration 67Q (107836.420000 sec): 3 clusters
  Score: Raw -1109568.100145 + Penalty 3122.220402 = -1106445.879743
  nChanged 41
		SP:Iteration 68Q (107836.700000 sec): 3 clusters
  Score: Raw -1109573.273040 + Penalty 3122.220402 = -1106451.052639
  nChanged 34
		SP:Iteration 69Q (107836.970000 sec): 3 clusters
  Score: Raw -1109577.066957 + Penalty 3122.220402 = -1106454.846555
  nChanged 37
		SP:Iteration 70Q (107837.250000 sec): 3 clusters
  Score: Raw -1109581.286642 + Penalty 3122.220402 = -1106459.066241
  nChanged 37
		SP:Iteration 71Q (107837.520000 sec): 3 clusters
  Score: Raw -1109586.226455 + Penalty 3122.220402 = -1106464.006054
  nChanged 46
		SP:Iteration 72Q (107837.800000 sec): 3 clusters
  Score: Raw -1109592.511590 + Penalty 3122.220402 = -1106470.291189
  nChanged 40
		SP:Iteration 73Q (107838.070000 sec): 3 clusters
  Score: Raw -1109597.945569 + Penalty 3122.220402 = -1106475.725168
  nChanged 46
		SP:Iteration 74Q (107838.350000 sec): 3 clusters
  Score: Raw -1109604.899103 + Penalty 3122.220402 = -1106482.678702
  nChanged 54
		SP:Iteration 75Q (107838.630000 sec): 3 clusters
  Score: Raw -1109615.334441 + Penalty 3122.220402 = -1106493.114039
  nChanged 60
		SP:Iteration 76Q (107838.900000 sec): 3 clusters
  Score: Raw -1109623.902662 + Penalty 3122.220402 = -1106501.682260
  nChanged 54
		SP:Iteration 77Q (107839.170000 sec): 3 clusters
  Score: Raw -1109634.712060 + Penalty 3122.220402 = -1106512.491658
  nChanged 80
		SP:Iteration 78Q (107839.450000 sec): 3 clusters
  Score: Raw -1109649.513910 + Penalty 3122.220402 = -1106527.293508
  nChanged 64
		SP:Iteration 79Q (107839.720000 sec): 3 clusters
  Score: Raw -1109658.826399 + Penalty 3122.220402 = -1106536.605998
  nChanged 52
		SP:Iteration 80F (107839.990000 sec): 3 clusters
  Score: Raw -1109666.136571 + Penalty 3122.220402 = -1106543.916170
  nChanged 43
		SP:Iteration 81Q (107840.270000 sec): 3 clusters
  Score: Raw -1109670.808188 + Penalty 3122.220402 = -1106548.587786
  nChanged 30
		SP:Iteration 82Q (107840.540000 sec): 3 clusters
  Score: Raw -1109674.272833 + Penalty 3122.220402 = -1106552.052431
  nChanged 29
		SP:Iteration 83Q (107840.810000 sec): 3 clusters
  Score: Raw -1109676.480855 + Penalty 3122.220402 = -1106554.260454
  nChanged 24
		SP:Iteration 84Q (107841.090000 sec): 3 clusters
  Score: Raw -1109678.546676 + Penalty 3122.220402 = -1106556.326274
  nChanged 24
		SP:Iteration 85Q (107841.360000 sec): 3 clusters
  Score: Raw -1109680.592728 + Penalty 3122.220402 = -1106558.372326
  nChanged 29
		SP:Iteration 86Q (107841.630000 sec): 3 clusters
  Score: Raw -1109684.067475 + Penalty 3122.220402 = -1106561.847073
  nChanged 31
		SP:Iteration 87Q (107841.910000 sec): 3 clusters
  Score: Raw -1109687.371553 + Penalty 3122.220402 = -1106565.151152
  nChanged 28
		SP:Iteration 88Q (107842.180000 sec): 3 clusters
  Score: Raw -1109690.609819 + Penalty 3122.220402 = -1106568.389417
  nChanged 26
		SP:Iteration 89Q (107842.450000 sec): 3 clusters
  Score: Raw -1109695.125648 + Penalty 3122.220402 = -1106572.905247
  nChanged 29
		SP:Iteration 90Q (107842.730000 sec): 3 clusters
  Score: Raw -1109699.305652 + Penalty 3122.220402 = -1106577.085251
  nChanged 29
		SP:Iteration 91Q (107843.000000 sec): 3 clusters
  Score: Raw -1109701.708275 + Penalty 3122.220402 = -1106579.487873
  nChanged 17
		SP:Iteration 92Q (107843.270000 sec): 3 clusters
  Score: Raw -1109703.274428 + Penalty 3122.220402 = -1106581.054026
  nChanged 12
		SP:Iteration 93Q (107843.550000 sec): 3 clusters
  Score: Raw -1109704.925548 + Penalty 3122.220402 = -1106582.705146
  nChanged 17
		SP:Iteration 94Q (107843.820000 sec): 3 clusters
  Score: Raw -1109707.972954 + Penalty 3122.220402 = -1106585.752552
  nChanged 29
		SP:Iteration 95Q (107844.090000 sec): 3 clusters
  Score: Raw -1109712.065912 + Penalty 3122.220402 = -1106589.845510
  nChanged 22
		SP:Iteration 96Q (107844.370000 sec): 3 clusters
  Score: Raw -1109713.989380 + Penalty 3122.220402 = -1106591.768978
  nChanged 16
		SP:Iteration 97Q (107844.640000 sec): 3 clusters
  Score: Raw -1109715.459883 + Penalty 3122.220402 = -1106593.239482
  nChanged 15
		SP:Iteration 98Q (107844.910000 sec): 3 clusters
  Score: Raw -1109717.295944 + Penalty 3122.220402 = -1106595.075542
  nChanged 21
		SP:Iteration 99Q (107845.190000 sec): 3 clusters
  Score: Raw -1109719.299765 + Penalty 3122.220402 = -1106597.079364
  nChanged 20
		SP:Iteration 100F (107845.460000 sec): 3 clusters
  Score: Raw -1109720.810680 + Penalty 3122.220402 = -1106598.590278
  nChanged 16
		SP:Iteration 101Q (107845.740000 sec): 3 clusters
  Score: Raw -1109721.821256 + Penalty 3122.220402 = -1106599.600854
  nChanged 9
		SP:Iteration 102Q (107846.010000 sec): 3 clusters
  Score: Raw -1109722.430666 + Penalty 3122.220402 = -1106600.210264
  nChanged 3
		SP:Iteration 103Q (107846.280000 sec): 3 clusters
  Score: Raw -1109722.644928 + Penalty 3122.220402 = -1106600.424527
  nChanged 3
		SP:Iteration 104Q (107846.560000 sec): 3 clusters
  Score: Raw -1109722.951741 + Penalty 3122.220402 = -1106600.731339
  nChanged 4
		SP:Iteration 105Q (107846.830000 sec): 3 clusters
  Score: Raw -1109723.244472 + Penalty 3122.220402 = -1106601.024070
  nChanged 6
		SP:Iteration 106Q (107847.110000 sec): 3 clusters
  Score: Raw -1109723.719882 + Penalty 3122.220402 = -1106601.499481
  nChanged 3
		SP:Iteration 107Q (107847.380000 sec): 3 clusters
  Score: Raw -1109723.892578 + Penalty 3122.220402 = -1106601.672176
  nChanged 5
		SP:Iteration 108Q (107847.660000 sec): 3 clusters
  Score: Raw -1109724.213327 + Penalty 3122.220402 = -1106601.992925
  nChanged 4
		SP:Iteration 109Q (107847.890000 sec): 3 clusters
  Score: Raw -1109724.513413 + Penalty 3122.220402 = -1106602.293012
  nChanged 1
		SP:Iteration 110Q (107848.160000 sec): 3 clusters
  Score: Raw -1109724.599778 + Penalty 3122.220402 = -1106602.379377
  nChanged 1
		SP:Iteration 111Q (107848.440000 sec): 3 clusters
  Score: Raw -1109724.620715 + Penalty 3122.220402 = -1106602.400313
  nChanged 1
		SP:Iteration 112Q (107848.710000 sec): 3 clusters
  Score: Raw -1109724.688489 + Penalty 3122.220402 = -1106602.468087
  nChanged 3
		SP:Iteration 113Q (107848.990000 sec): 3 clusters
  Score: Raw -1109724.792659 + Penalty 3122.220402 = -1106602.572258
  nChanged 1
		SP:Iteration 114Q (107849.180000 sec): 3 clusters
  Score: Raw -1109724.891666 + Penalty 3122.220402 = -1106602.671265
  nChanged 2
		SP:Iteration 115Q (107849.490000 sec): 3 clusters
  Score: Raw -1109725.106037 + Penalty 3122.220402 = -1106602.885636
  nChanged 1
		SP:Iteration 116Q (107849.770000 sec): 3 clusters
  Score: Raw -1109725.136979 + Penalty 3122.220402 = -1106602.916577
  nChanged 0
		SP:Iteration 117F (107850.040000 sec): 3 clusters
  Score: Raw -1109725.136979 + Penalty 3122.220402 = -1106602.916577
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (28393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107850.240000 sec): 2 clusters
  Score: Raw -2350564.166828 + Penalty 1666.258411 = -2348897.908416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107850.670000 sec): 3 clusters
  Score: Raw -2333113.557946 + Penalty 3332.516822 = -2329781.041124
  nChanged 13186
		SP:Iteration 1F (107851.100000 sec): 3 clusters
  Score: Raw -2344507.329867 + Penalty 3332.516822 = -2341174.813044
  nChanged 3161
		SP:Iteration 2F (107851.450000 sec): 3 clusters
  Score: Raw -2347701.485396 + Penalty 3332.516822 = -2344368.968573
  nChanged 2505
		SP:Iteration 3F (107851.900000 sec): 3 clusters
  Score: Raw -2349593.160125 + Penalty 3332.516822 = -2346260.643303
  nChanged 1769
		SP:Iteration 4F (107852.320000 sec): 3 clusters
  Score: Raw -2350772.104888 + Penalty 3332.516822 = -2347439.588066
  nChanged 1382
		SP:Iteration 5Q (107852.780000 sec): 3 clusters
  Score: Raw -2351649.342593 + Penalty 3332.516822 = -2348316.825771
  nChanged 1117
		SP:Iteration 6Q (107853.220000 sec): 3 clusters
  Score: Raw -2352398.006000 + Penalty 3332.516822 = -2349065.489178
  nChanged 992
		SP:Iteration 7Q (107853.580000 sec): 3 clusters
  Score: Raw -2352935.571889 + Penalty 3332.516822 = -2349603.055066
  nChanged 775
		SP:Iteration 8Q (107853.900000 sec): 3 clusters
  Score: Raw -2353285.424817 + Penalty 3332.516822 = -2349952.907994
  nChanged 678
		SP:Iteration 9Q (107854.320000 sec): 3 clusters
  Score: Raw -2353589.063975 + Penalty 3332.516822 = -2350256.547153
  nChanged 594
		SP:Iteration 10Q (107854.750000 sec): 3 clusters
  Score: Raw -2353875.468386 + Penalty 3332.516822 = -2350542.951564
  nChanged 596
		SP:Iteration 11Q (107855.170000 sec): 3 clusters
  Score: Raw -2354170.431673 + Penalty 3332.516822 = -2350837.914851
  nChanged 574
		SP:Iteration 12Q (107855.600000 sec): 3 clusters
  Score: Raw -2354432.755987 + Penalty 3332.516822 = -2351100.239164
  nChanged 534
		SP:Iteration 13Q (107855.910000 sec): 3 clusters
  Score: Raw -2354714.763268 + Penalty 3332.516822 = -2351382.246445
  nChanged 533
		SP:Iteration 14Q (107856.240000 sec): 3 clusters
  Score: Raw -2354982.745186 + Penalty 3332.516822 = -2351650.228364
  nChanged 553
		SP:Iteration 15Q (107856.570000 sec): 3 clusters
  Score: Raw -2355266.323211 + Penalty 3332.516822 = -2351933.806389
  nChanged 503
		SP:Iteration 16Q (107856.910000 sec): 3 clusters
  Score: Raw -2355518.797122 + Penalty 3332.516822 = -2352186.280300
  nChanged 509
		SP:Iteration 17Q (107857.260000 sec): 3 clusters
  Score: Raw -2355751.010477 + Penalty 3332.516822 = -2352418.493654
  nChanged 504
		SP:Iteration 18Q (107857.590000 sec): 3 clusters
  Score: Raw -2355971.695139 + Penalty 3332.516822 = -2352639.178317
  nChanged 455
		SP:Iteration 19Q (107857.930000 sec): 3 clusters
  Score: Raw -2356161.766715 + Penalty 3332.516822 = -2352829.249893
  nChanged 421
		SP:Iteration 20F (107858.290000 sec): 3 clusters
  Score: Raw -2356318.575927 + Penalty 3332.516822 = -2352986.059105
  nChanged 356
		SP:Iteration 21Q (107858.700000 sec): 3 clusters
  Score: Raw -2356435.137316 + Penalty 3332.516822 = -2353102.620493
  nChanged 302
		SP:Iteration 22Q (107859.040000 sec): 3 clusters
  Score: Raw -2356523.127680 + Penalty 3332.516822 = -2353190.610857
  nChanged 265
		SP:Iteration 23Q (107859.470000 sec): 3 clusters
  Score: Raw -2356585.327125 + Penalty 3332.516822 = -2353252.810303
  nChanged 248
		SP:Iteration 24Q (107859.940000 sec): 3 clusters
  Score: Raw -2356640.283997 + Penalty 3332.516822 = -2353307.767175
  nChanged 181
		SP:Iteration 25Q (107860.270000 sec): 3 clusters
  Score: Raw -2356675.478281 + Penalty 3332.516822 = -2353342.961458
  nChanged 160
		SP:Iteration 26Q (107860.670000 sec): 3 clusters
  Score: Raw -2356701.873765 + Penalty 3332.516822 = -2353369.356942
  nChanged 134
		SP:Iteration 27Q (107861.140000 sec): 3 clusters
  Score: Raw -2356724.082090 + Penalty 3332.516822 = -2353391.565267
  nChanged 119
		SP:Iteration 28Q (107861.470000 sec): 3 clusters
  Score: Raw -2356747.605470 + Penalty 3332.516822 = -2353415.088647
  nChanged 115
		SP:Iteration 29Q (107861.940000 sec): 3 clusters
  Score: Raw -2356769.152322 + Penalty 3332.516822 = -2353436.635500
  nChanged 115
		SP:Iteration 30Q (107862.220000 sec): 3 clusters
  Score: Raw -2356787.658367 + Penalty 3332.516822 = -2353455.141545
  nChanged 95
		SP:Iteration 31Q (107862.670000 sec): 3 clusters
  Score: Raw -2356800.350994 + Penalty 3332.516822 = -2353467.834172
  nChanged 95
		SP:Iteration 32Q (107863.050000 sec): 3 clusters
  Score: Raw -2356811.293758 + Penalty 3332.516822 = -2353478.776935
  nChanged 85
		SP:Iteration 33Q (107863.450000 sec): 3 clusters
  Score: Raw -2356820.914422 + Penalty 3332.516822 = -2353488.397600
  nChanged 67
		SP:Iteration 34Q (107863.850000 sec): 3 clusters
  Score: Raw -2356829.100902 + Penalty 3332.516822 = -2353496.584080
  nChanged 66
		SP:Iteration 35Q (107864.320000 sec): 3 clusters
  Score: Raw -2356836.366085 + Penalty 3332.516822 = -2353503.849263
  nChanged 50
		SP:Iteration 36Q (107864.750000 sec): 3 clusters
  Score: Raw -2356842.119903 + Penalty 3332.516822 = -2353509.603081
  nChanged 50
		SP:Iteration 37Q (107865.100000 sec): 3 clusters
  Score: Raw -2356847.406305 + Penalty 3332.516822 = -2353514.889483
  nChanged 34
		SP:Iteration 38Q (107865.570000 sec): 3 clusters
  Score: Raw -2356850.613236 + Penalty 3332.516822 = -2353518.096414
  nChanged 32
		SP:Iteration 39Q (107865.890000 sec): 3 clusters
  Score: Raw -2356853.315102 + Penalty 3332.516822 = -2353520.798280
  nChanged 31
		SP:Iteration 40F (107866.350000 sec): 3 clusters
  Score: Raw -2356855.779212 + Penalty 3332.516822 = -2353523.262389
  nChanged 24
		SP:Iteration 41Q (107866.680000 sec): 3 clusters
  Score: Raw -2356857.692344 + Penalty 3332.516822 = -2353525.175522
  nChanged 20
		SP:Iteration 42Q (107867.140000 sec): 3 clusters
  Score: Raw -2356859.622216 + Penalty 3332.516822 = -2353527.105394
  nChanged 27
		SP:Iteration 43Q (107867.570000 sec): 3 clusters
  Score: Raw -2356861.416743 + Penalty 3332.516822 = -2353528.899920
  nChanged 18
		SP:Iteration 44Q (107867.990000 sec): 3 clusters
  Score: Raw -2356862.647924 + Penalty 3332.516822 = -2353530.131102
  nChanged 15
		SP:Iteration 45Q (107868.420000 sec): 3 clusters
  Score: Raw -2356863.673254 + Penalty 3332.516822 = -2353531.156432
  nChanged 8
		SP:Iteration 46Q (107868.850000 sec): 3 clusters
  Score: Raw -2356864.140039 + Penalty 3332.516822 = -2353531.623217
  nChanged 10
		SP:Iteration 47Q (107869.270000 sec): 3 clusters
  Score: Raw -2356864.720452 + Penalty 3332.516822 = -2353532.203629
  nChanged 7
		SP:Iteration 48Q (107869.680000 sec): 3 clusters
  Score: Raw -2356864.987095 + Penalty 3332.516822 = -2353532.470272
  nChanged 2
		SP:Iteration 49Q (107870.010000 sec): 3 clusters
  Score: Raw -2356865.070614 + Penalty 3332.516822 = -2353532.553792
  nChanged 3
		SP:Iteration 50Q (107870.400000 sec): 3 clusters
  Score: Raw -2356865.192234 + Penalty 3332.516822 = -2353532.675411
  nChanged 3
		SP:Iteration 51Q (107870.870000 sec): 3 clusters
  Score: Raw -2356865.369539 + Penalty 3332.516822 = -2353532.852716
  nChanged 3
		SP:Iteration 52Q (107871.290000 sec): 3 clusters
  Score: Raw -2356865.505725 + Penalty 3332.516822 = -2353532.988902
  nChanged 2
		SP:Iteration 53Q (107871.650000 sec): 3 clusters
  Score: Raw -2356865.538564 + Penalty 3332.516822 = -2353533.021742
  nChanged 0
		SP:Iteration 54F (107872.140000 sec): 3 clusters
  Score: Raw -2356865.538564 + Penalty 3332.516822 = -2353533.021742
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (14281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107872.320000 sec): 2 clusters
  Score: Raw -1172183.459580 + Penalty 1554.586355 = -1170628.873225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107872.470000 sec): 3 clusters
  Score: Raw -1163917.081048 + Penalty 3109.172710 = -1160807.908338
  nChanged 6352
		SP:Iteration 1F (107872.670000 sec): 3 clusters
  Score: Raw -1168269.497995 + Penalty 3109.172710 = -1165160.325285
  nChanged 1318
		SP:Iteration 2F (107872.930000 sec): 3 clusters
  Score: Raw -1169369.404569 + Penalty 3109.172710 = -1166260.231859
  nChanged 1192
		SP:Iteration 3F (107873.170000 sec): 3 clusters
  Score: Raw -1170478.676910 + Penalty 3109.172710 = -1167369.504200
  nChanged 1059
		SP:Iteration 4F (107873.460000 sec): 3 clusters
  Score: Raw -1171450.752085 + Penalty 3109.172710 = -1168341.579375
  nChanged 885
		SP:Iteration 5F (107873.740000 sec): 3 clusters
  Score: Raw -1172150.415003 + Penalty 3109.172710 = -1169041.242293
  nChanged 709
		SP:Iteration 6Q (107874.000000 sec): 3 clusters
  Score: Raw -1172572.492705 + Penalty 3109.172710 = -1169463.319995
  nChanged 529
		SP:Iteration 7Q (107874.250000 sec): 3 clusters
  Score: Raw -1172847.206313 + Penalty 3109.172710 = -1169738.033603
  nChanged 455
		SP:Iteration 8Q (107874.570000 sec): 3 clusters
  Score: Raw -1173074.406661 + Penalty 3109.172710 = -1169965.233951
  nChanged 386
		SP:Iteration 9Q (107874.820000 sec): 3 clusters
  Score: Raw -1173262.897345 + Penalty 3109.172710 = -1170153.724635
  nChanged 356
		SP:Iteration 10Q (107875.100000 sec): 3 clusters
  Score: Raw -1173466.271164 + Penalty 3109.172710 = -1170357.098454
  nChanged 403
		SP:Iteration 11Q (107875.370000 sec): 3 clusters
  Score: Raw -1173719.111647 + Penalty 3109.172710 = -1170609.938937
  nChanged 414
		SP:Iteration 12Q (107875.590000 sec): 3 clusters
  Score: Raw -1174000.598815 + Penalty 3109.172710 = -1170891.426105
  nChanged 418
		SP:Iteration 13Q (107875.890000 sec): 3 clusters
  Score: Raw -1174298.179967 + Penalty 3109.172710 = -1171189.007257
  nChanged 417
		SP:Iteration 14Q (107876.120000 sec): 3 clusters
  Score: Raw -1174570.504493 + Penalty 3109.172710 = -1171461.331783
  nChanged 337
		SP:Iteration 15Q (107876.410000 sec): 3 clusters
  Score: Raw -1174747.804327 + Penalty 3109.172710 = -1171638.631617
  nChanged 236
		SP:Iteration 16Q (107876.690000 sec): 3 clusters
  Score: Raw -1174851.580272 + Penalty 3109.172710 = -1171742.407562
  nChanged 180
		SP:Iteration 17Q (107876.900000 sec): 3 clusters
  Score: Raw -1174947.597844 + Penalty 3109.172710 = -1171838.425134
  nChanged 146
		SP:Iteration 18Q (107877.180000 sec): 3 clusters
  Score: Raw -1175009.948075 + Penalty 3109.172710 = -1171900.775365
  nChanged 122
		SP:Iteration 19Q (107877.450000 sec): 3 clusters
  Score: Raw -1175055.222486 + Penalty 3109.172710 = -1171946.049776
  nChanged 107
		SP:Iteration 20F (107877.720000 sec): 3 clusters
  Score: Raw -1175093.939851 + Penalty 3109.172710 = -1171984.767141
  nChanged 90
		SP:Iteration 21Q (107878.000000 sec): 3 clusters
  Score: Raw -1175125.725246 + Penalty 3109.172710 = -1172016.552536
  nChanged 78
		SP:Iteration 22Q (107878.200000 sec): 3 clusters
  Score: Raw -1175151.753337 + Penalty 3109.172710 = -1172042.580627
  nChanged 64
		SP:Iteration 23Q (107878.440000 sec): 3 clusters
  Score: Raw -1175168.105000 + Penalty 3109.172710 = -1172058.932290
  nChanged 62
		SP:Iteration 24Q (107878.710000 sec): 3 clusters
  Score: Raw -1175183.443070 + Penalty 3109.172710 = -1172074.270360
  nChanged 58
		SP:Iteration 25Q (107878.980000 sec): 3 clusters
  Score: Raw -1175196.984710 + Penalty 3109.172710 = -1172087.812000
  nChanged 57
		SP:Iteration 26Q (107879.230000 sec): 3 clusters
  Score: Raw -1175209.592452 + Penalty 3109.172710 = -1172100.419742
  nChanged 48
		SP:Iteration 27Q (107879.510000 sec): 3 clusters
  Score: Raw -1175218.518601 + Penalty 3109.172710 = -1172109.345891
  nChanged 43
		SP:Iteration 28Q (107879.730000 sec): 3 clusters
  Score: Raw -1175228.296308 + Penalty 3109.172710 = -1172119.123598
  nChanged 39
		SP:Iteration 29Q (107880.030000 sec): 3 clusters
  Score: Raw -1175234.545121 + Penalty 3109.172710 = -1172125.372411
  nChanged 22
		SP:Iteration 30Q (107880.310000 sec): 3 clusters
  Score: Raw -1175237.303937 + Penalty 3109.172710 = -1172128.131227
  nChanged 20
		SP:Iteration 31Q (107880.590000 sec): 3 clusters
  Score: Raw -1175239.797410 + Penalty 3109.172710 = -1172130.624700
  nChanged 14
		SP:Iteration 32Q (107880.860000 sec): 3 clusters
  Score: Raw -1175240.990471 + Penalty 3109.172710 = -1172131.817761
  nChanged 12
		SP:Iteration 33Q (107881.140000 sec): 3 clusters
  Score: Raw -1175241.980576 + Penalty 3109.172710 = -1172132.807866
  nChanged 14
		SP:Iteration 34Q (107881.400000 sec): 3 clusters
  Score: Raw -1175243.617663 + Penalty 3109.172710 = -1172134.444953
  nChanged 17
		SP:Iteration 35Q (107881.650000 sec): 3 clusters
  Score: Raw -1175245.639665 + Penalty 3109.172710 = -1172136.466955
  nChanged 14
		SP:Iteration 36Q (107881.910000 sec): 3 clusters
  Score: Raw -1175247.112090 + Penalty 3109.172710 = -1172137.939380
  nChanged 9
		SP:Iteration 37Q (107882.160000 sec): 3 clusters
  Score: Raw -1175247.713788 + Penalty 3109.172710 = -1172138.541078
  nChanged 8
		SP:Iteration 38Q (107882.420000 sec): 3 clusters
  Score: Raw -1175248.507672 + Penalty 3109.172710 = -1172139.334962
  nChanged 11
		SP:Iteration 39Q (107882.680000 sec): 3 clusters
  Score: Raw -1175249.818952 + Penalty 3109.172710 = -1172140.646242
  nChanged 11
		SP:Iteration 40F (107882.960000 sec): 3 clusters
  Score: Raw -1175250.875925 + Penalty 3109.172710 = -1172141.703215
  nChanged 8
		SP:Iteration 41Q (107883.240000 sec): 3 clusters
  Score: Raw -1175251.373688 + Penalty 3109.172710 = -1172142.200978
  nChanged 6
		SP:Iteration 42Q (107883.520000 sec): 3 clusters
  Score: Raw -1175251.664272 + Penalty 3109.172710 = -1172142.491562
  nChanged 5
		SP:Iteration 43Q (107883.800000 sec): 3 clusters
  Score: Raw -1175252.056449 + Penalty 3109.172710 = -1172142.883739
  nChanged 6
		SP:Iteration 44Q (107884.010000 sec): 3 clusters
  Score: Raw -1175252.654126 + Penalty 3109.172710 = -1172143.481416
  nChanged 7
		SP:Iteration 45Q (107884.290000 sec): 3 clusters
  Score: Raw -1175253.185837 + Penalty 3109.172710 = -1172144.013127
  nChanged 5
		SP:Iteration 46Q (107884.560000 sec): 3 clusters
  Score: Raw -1175253.527999 + Penalty 3109.172710 = -1172144.355289
  nChanged 6
		SP:Iteration 47Q (107884.750000 sec): 3 clusters
  Score: Raw -1175254.023282 + Penalty 3109.172710 = -1172144.850572
  nChanged 5
		SP:Iteration 48Q (107884.970000 sec): 3 clusters
  Score: Raw -1175254.345537 + Penalty 3109.172710 = -1172145.172827
  nChanged 3
		SP:Iteration 49Q (107885.240000 sec): 3 clusters
  Score: Raw -1175254.666228 + Penalty 3109.172710 = -1172145.493518
  nChanged 4
		SP:Iteration 50Q (107885.520000 sec): 3 clusters
  Score: Raw -1175255.006691 + Penalty 3109.172710 = -1172145.833981
  nChanged 5
		SP:Iteration 51Q (107885.800000 sec): 3 clusters
  Score: Raw -1175255.615178 + Penalty 3109.172710 = -1172146.442468
  nChanged 11
		SP:Iteration 52Q (107886.080000 sec): 3 clusters
  Score: Raw -1175256.715583 + Penalty 3109.172710 = -1172147.542873
  nChanged 7
		SP:Iteration 53Q (107886.360000 sec): 3 clusters
  Score: Raw -1175257.427164 + Penalty 3109.172710 = -1172148.254454
  nChanged 8
		SP:Iteration 54Q (107886.630000 sec): 3 clusters
  Score: Raw -1175257.906038 + Penalty 3109.172710 = -1172148.733328
  nChanged 5
		SP:Iteration 55Q (107886.910000 sec): 3 clusters
  Score: Raw -1175258.229675 + Penalty 3109.172710 = -1172149.056965
  nChanged 4
		SP:Iteration 56Q (107887.180000 sec): 3 clusters
  Score: Raw -1175258.443327 + Penalty 3109.172710 = -1172149.270617
  nChanged 3
		SP:Iteration 57Q (107887.460000 sec): 3 clusters
  Score: Raw -1175258.683506 + Penalty 3109.172710 = -1172149.510796
  nChanged 6
		SP:Iteration 58Q (107887.730000 sec): 3 clusters
  Score: Raw -1175259.334785 + Penalty 3109.172710 = -1172150.162075
  nChanged 2
		SP:Iteration 59Q (107888.000000 sec): 3 clusters
  Score: Raw -1175259.502476 + Penalty 3109.172710 = -1172150.329766
  nChanged 2
		SP:Iteration 60F (107888.280000 sec): 3 clusters
  Score: Raw -1175259.702352 + Penalty 3109.172710 = -1172150.529642
  nChanged 4
		SP:Iteration 61Q (107888.560000 sec): 3 clusters
  Score: Raw -1175260.047694 + Penalty 3109.172710 = -1172150.874984
  nChanged 3
		SP:Iteration 62Q (107888.840000 sec): 3 clusters
  Score: Raw -1175260.264414 + Penalty 3109.172710 = -1172151.091704
  nChanged 3
		SP:Iteration 63Q (107889.120000 sec): 3 clusters
  Score: Raw -1175260.500280 + Penalty 3109.172710 = -1172151.327570
  nChanged 3
		SP:Iteration 64Q (107889.400000 sec): 3 clusters
  Score: Raw -1175260.655292 + Penalty 3109.172710 = -1172151.482582
  nChanged 1
		SP:Iteration 65Q (107889.680000 sec): 3 clusters
  Score: Raw -1175260.687370 + Penalty 3109.172710 = -1172151.514660
  nChanged 1
		SP:Iteration 66Q (107889.960000 sec): 3 clusters
  Score: Raw -1175260.742317 + Penalty 3109.172710 = -1172151.569608
  nChanged 0
		SP:Iteration 67F (107890.240000 sec): 3 clusters
  Score: Raw -1175260.742317 + Penalty 3109.172710 = -1172151.569608
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (14032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107890.450000 sec): 2 clusters
  Score: Raw -1300075.106643 + Penalty 1551.728054 = -1298523.378589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107890.730000 sec): 3 clusters
  Score: Raw -1291912.402173 + Penalty 3103.456107 = -1288808.946066
  nChanged 6276
		SP:Iteration 1F (107891.010000 sec): 3 clusters
  Score: Raw -1296221.294880 + Penalty 3103.456107 = -1293117.838773
  nChanged 1521
		SP:Iteration 2F (107891.290000 sec): 3 clusters
  Score: Raw -1297941.487077 + Penalty 3103.456107 = -1294838.030969
  nChanged 1499
		SP:Iteration 3F (107891.570000 sec): 3 clusters
  Score: Raw -1299390.001632 + Penalty 3103.456107 = -1296286.545525
  nChanged 1065
		SP:Iteration 4F (107891.850000 sec): 3 clusters
  Score: Raw -1300200.590108 + Penalty 3103.456107 = -1297097.134001
  nChanged 718
		SP:Iteration 5F (107892.130000 sec): 3 clusters
  Score: Raw -1300635.088677 + Penalty 3103.456107 = -1297531.632569
  nChanged 466
		SP:Iteration 6Q (107892.400000 sec): 3 clusters
  Score: Raw -1300845.322287 + Penalty 3103.456107 = -1297741.866180
  nChanged 324
		SP:Iteration 7Q (107892.680000 sec): 3 clusters
  Score: Raw -1300965.896158 + Penalty 3103.456107 = -1297862.440051
  nChanged 225
		SP:Iteration 8Q (107892.960000 sec): 3 clusters
  Score: Raw -1301032.783301 + Penalty 3103.456107 = -1297929.327194
  nChanged 187
		SP:Iteration 9Q (107893.240000 sec): 3 clusters
  Score: Raw -1301084.820682 + Penalty 3103.456107 = -1297981.364575
  nChanged 181
		SP:Iteration 10Q (107893.520000 sec): 3 clusters
  Score: Raw -1301142.551965 + Penalty 3103.456107 = -1298039.095857
  nChanged 180
		SP:Iteration 11Q (107893.840000 sec): 3 clusters
  Score: Raw -1301205.954710 + Penalty 3103.456107 = -1298102.498603
  nChanged 187
		SP:Iteration 12Q (107894.080000 sec): 3 clusters
  Score: Raw -1301270.465384 + Penalty 3103.456107 = -1298167.009277
  nChanged 168
		SP:Iteration 13Q (107894.380000 sec): 3 clusters
  Score: Raw -1301322.120818 + Penalty 3103.456107 = -1298218.664711
  nChanged 178
		SP:Iteration 14Q (107894.690000 sec): 3 clusters
  Score: Raw -1301376.853650 + Penalty 3103.456107 = -1298273.397542
  nChanged 171
		SP:Iteration 15Q (107895.020000 sec): 3 clusters
  Score: Raw -1301421.612710 + Penalty 3103.456107 = -1298318.156602
  nChanged 145
		SP:Iteration 16Q (107895.340000 sec): 3 clusters
  Score: Raw -1301460.048633 + Penalty 3103.456107 = -1298356.592526
  nChanged 133
		SP:Iteration 17Q (107895.620000 sec): 3 clusters
  Score: Raw -1301495.365852 + Penalty 3103.456107 = -1298391.909744
  nChanged 149
		SP:Iteration 18Q (107895.900000 sec): 3 clusters
  Score: Raw -1301533.887762 + Penalty 3103.456107 = -1298430.431655
  nChanged 151
		SP:Iteration 19Q (107896.180000 sec): 3 clusters
  Score: Raw -1301568.178842 + Penalty 3103.456107 = -1298464.722734
  nChanged 132
		SP:Iteration 20F (107896.460000 sec): 3 clusters
  Score: Raw -1301593.490828 + Penalty 3103.456107 = -1298490.034721
  nChanged 113
		SP:Iteration 21Q (107896.730000 sec): 3 clusters
  Score: Raw -1301617.885226 + Penalty 3103.456107 = -1298514.429119
  nChanged 116
		SP:Iteration 22Q (107897.010000 sec): 3 clusters
  Score: Raw -1301640.020064 + Penalty 3103.456107 = -1298536.563957
  nChanged 114
		SP:Iteration 23Q (107897.270000 sec): 3 clusters
  Score: Raw -1301662.733398 + Penalty 3103.456107 = -1298559.277290
  nChanged 108
		SP:Iteration 24Q (107897.610000 sec): 3 clusters
  Score: Raw -1301685.022198 + Penalty 3103.456107 = -1298581.566091
  nChanged 100
		SP:Iteration 25Q (107897.880000 sec): 3 clusters
  Score: Raw -1301706.751463 + Penalty 3103.456107 = -1298603.295356
  nChanged 93
		SP:Iteration 26Q (107898.120000 sec): 3 clusters
  Score: Raw -1301724.527925 + Penalty 3103.456107 = -1298621.071817
  nChanged 80
		SP:Iteration 27Q (107898.400000 sec): 3 clusters
  Score: Raw -1301741.458109 + Penalty 3103.456107 = -1298638.002002
  nChanged 77
		SP:Iteration 28Q (107898.680000 sec): 3 clusters
  Score: Raw -1301755.222735 + Penalty 3103.456107 = -1298651.766628
  nChanged 66
		SP:Iteration 29Q (107899.000000 sec): 3 clusters
  Score: Raw -1301767.709608 + Penalty 3103.456107 = -1298664.253501
  nChanged 67
		SP:Iteration 30Q (107899.290000 sec): 3 clusters
  Score: Raw -1301781.885500 + Penalty 3103.456107 = -1298678.429393
  nChanged 73
		SP:Iteration 31Q (107899.620000 sec): 3 clusters
  Score: Raw -1301799.432845 + Penalty 3103.456107 = -1298695.976738
  nChanged 73
		SP:Iteration 32Q (107899.930000 sec): 3 clusters
  Score: Raw -1301815.544356 + Penalty 3103.456107 = -1298712.088248
  nChanged 78
		SP:Iteration 33Q (107900.170000 sec): 3 clusters
  Score: Raw -1301832.572833 + Penalty 3103.456107 = -1298729.116726
  nChanged 73
		SP:Iteration 34Q (107900.360000 sec): 3 clusters
  Score: Raw -1301845.290891 + Penalty 3103.456107 = -1298741.834784
  nChanged 62
		SP:Iteration 35Q (107900.550000 sec): 3 clusters
  Score: Raw -1301856.095133 + Penalty 3103.456107 = -1298752.639026
  nChanged 55
		SP:Iteration 36Q (107900.850000 sec): 3 clusters
  Score: Raw -1301866.336922 + Penalty 3103.456107 = -1298762.880815
  nChanged 59
		SP:Iteration 37Q (107901.220000 sec): 3 clusters
  Score: Raw -1301875.025982 + Penalty 3103.456107 = -1298771.569875
  nChanged 47
		SP:Iteration 38Q (107901.460000 sec): 3 clusters
  Score: Raw -1301881.821084 + Penalty 3103.456107 = -1298778.364977
  nChanged 49
		SP:Iteration 39Q (107901.790000 sec): 3 clusters
  Score: Raw -1301890.450197 + Penalty 3103.456107 = -1298786.994089
  nChanged 49
		SP:Iteration 40F (107902.070000 sec): 3 clusters
  Score: Raw -1301899.080695 + Penalty 3103.456107 = -1298795.624588
  nChanged 51
		SP:Iteration 41Q (107902.350000 sec): 3 clusters
  Score: Raw -1301909.149128 + Penalty 3103.456107 = -1298805.693020
  nChanged 61
		SP:Iteration 42Q (107902.530000 sec): 3 clusters
  Score: Raw -1301918.915398 + Penalty 3103.456107 = -1298815.459291
  nChanged 56
		SP:Iteration 43Q (107902.870000 sec): 3 clusters
  Score: Raw -1301928.290544 + Penalty 3103.456107 = -1298824.834436
  nChanged 55
		SP:Iteration 44Q (107903.090000 sec): 3 clusters
  Score: Raw -1301938.387036 + Penalty 3103.456107 = -1298834.930929
  nChanged 46
		SP:Iteration 45Q (107903.370000 sec): 3 clusters
  Score: Raw -1301946.391766 + Penalty 3103.456107 = -1298842.935658
  nChanged 33
		SP:Iteration 46Q (107903.660000 sec): 3 clusters
  Score: Raw -1301951.773459 + Penalty 3103.456107 = -1298848.317352
  nChanged 36
		SP:Iteration 47Q (107903.940000 sec): 3 clusters
  Score: Raw -1301956.289757 + Penalty 3103.456107 = -1298852.833650
  nChanged 24
		SP:Iteration 48Q (107904.220000 sec): 3 clusters
  Score: Raw -1301959.584444 + Penalty 3103.456107 = -1298856.128337
  nChanged 19
		SP:Iteration 49Q (107904.490000 sec): 3 clusters
  Score: Raw -1301961.868879 + Penalty 3103.456107 = -1298858.412772
  nChanged 17
		SP:Iteration 50Q (107904.800000 sec): 3 clusters
  Score: Raw -1301963.419841 + Penalty 3103.456107 = -1298859.963734
  nChanged 12
		SP:Iteration 51Q (107905.060000 sec): 3 clusters
  Score: Raw -1301964.782769 + Penalty 3103.456107 = -1298861.326662
  nChanged 9
		SP:Iteration 52Q (107905.330000 sec): 3 clusters
  Score: Raw -1301965.757332 + Penalty 3103.456107 = -1298862.301225
  nChanged 8
		SP:Iteration 53Q (107905.610000 sec): 3 clusters
  Score: Raw -1301966.885951 + Penalty 3103.456107 = -1298863.429844
  nChanged 11
		SP:Iteration 54Q (107905.890000 sec): 3 clusters
  Score: Raw -1301968.342766 + Penalty 3103.456107 = -1298864.886658
  nChanged 11
		SP:Iteration 55Q (107906.170000 sec): 3 clusters
  Score: Raw -1301969.908209 + Penalty 3103.456107 = -1298866.452101
  nChanged 15
		SP:Iteration 56Q (107906.450000 sec): 3 clusters
  Score: Raw -1301971.840392 + Penalty 3103.456107 = -1298868.384284
  nChanged 18
		SP:Iteration 57Q (107906.690000 sec): 3 clusters
  Score: Raw -1301974.000542 + Penalty 3103.456107 = -1298870.544435
  nChanged 16
		SP:Iteration 58Q (107906.940000 sec): 3 clusters
  Score: Raw -1301976.386370 + Penalty 3103.456107 = -1298872.930263
  nChanged 10
		SP:Iteration 59Q (107907.160000 sec): 3 clusters
  Score: Raw -1301977.532037 + Penalty 3103.456107 = -1298874.075930
  nChanged 7
		SP:Iteration 60F (107907.450000 sec): 3 clusters
  Score: Raw -1301978.381697 + Penalty 3103.456107 = -1298874.925590
  nChanged 6
		SP:Iteration 61Q (107907.730000 sec): 3 clusters
  Score: Raw -1301978.913717 + Penalty 3103.456107 = -1298875.457609
  nChanged 3
		SP:Iteration 62Q (107907.970000 sec): 3 clusters
  Score: Raw -1301979.108632 + Penalty 3103.456107 = -1298875.652525
  nChanged 4
		SP:Iteration 63Q (107908.210000 sec): 3 clusters
  Score: Raw -1301979.368020 + Penalty 3103.456107 = -1298875.911913
  nChanged 0
		SP:Iteration 64F (107908.500000 sec): 3 clusters
  Score: Raw -1301979.368020 + Penalty 3103.456107 = -1298875.911913
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (16509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107908.640000 sec): 2 clusters
  Score: Raw -1566932.235615 + Penalty 1578.144907 = -1565354.090708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107908.860000 sec): 3 clusters
  Score: Raw -1557216.637594 + Penalty 3156.289814 = -1554060.347781
  nChanged 7391
		SP:Iteration 1F (107909.190000 sec): 3 clusters
  Score: Raw -1562090.496409 + Penalty 3156.289814 = -1558934.206596
  nChanged 1622
		SP:Iteration 2F (107909.450000 sec): 3 clusters
  Score: Raw -1563589.584131 + Penalty 3156.289814 = -1560433.294317
  nChanged 1602
		SP:Iteration 3F (107909.760000 sec): 3 clusters
  Score: Raw -1564965.303252 + Penalty 3156.289814 = -1561809.013438
  nChanged 1265
		SP:Iteration 4F (107910.070000 sec): 3 clusters
  Score: Raw -1565787.165282 + Penalty 3156.289814 = -1562630.875468
  nChanged 874
		SP:Iteration 5F (107910.380000 sec): 3 clusters
  Score: Raw -1566230.914996 + Penalty 3156.289814 = -1563074.625182
  nChanged 568
		SP:Iteration 6Q (107910.690000 sec): 3 clusters
  Score: Raw -1566468.122873 + Penalty 3156.289814 = -1563311.833059
  nChanged 417
		SP:Iteration 7Q (107910.990000 sec): 3 clusters
  Score: Raw -1566648.394204 + Penalty 3156.289814 = -1563492.104391
  nChanged 333
		SP:Iteration 8Q (107911.300000 sec): 3 clusters
  Score: Raw -1566780.672457 + Penalty 3156.289814 = -1563624.382643
  nChanged 267
		SP:Iteration 9Q (107911.600000 sec): 3 clusters
  Score: Raw -1566892.513178 + Penalty 3156.289814 = -1563736.223364
  nChanged 251
		SP:Iteration 10Q (107911.840000 sec): 3 clusters
  Score: Raw -1566988.749252 + Penalty 3156.289814 = -1563832.459438
  nChanged 281
		SP:Iteration 11Q (107912.130000 sec): 3 clusters
  Score: Raw -1567110.600364 + Penalty 3156.289814 = -1563954.310550
  nChanged 320
		SP:Iteration 12Q (107912.430000 sec): 3 clusters
  Score: Raw -1567246.756094 + Penalty 3156.289814 = -1564090.466280
  nChanged 343
		SP:Iteration 13Q (107912.730000 sec): 3 clusters
  Score: Raw -1567406.625316 + Penalty 3156.289814 = -1564250.335502
  nChanged 407
		SP:Iteration 14Q (107913.040000 sec): 3 clusters
  Score: Raw -1567590.187096 + Penalty 3156.289814 = -1564433.897282
  nChanged 401
		SP:Iteration 15Q (107913.340000 sec): 3 clusters
  Score: Raw -1567773.045065 + Penalty 3156.289814 = -1564616.755251
  nChanged 412
		SP:Iteration 16Q (107913.650000 sec): 3 clusters
  Score: Raw -1567950.708160 + Penalty 3156.289814 = -1564794.418346
  nChanged 391
		SP:Iteration 17Q (107913.950000 sec): 3 clusters
  Score: Raw -1568117.321723 + Penalty 3156.289814 = -1564961.031909
  nChanged 393
		SP:Iteration 18Q (107914.250000 sec): 3 clusters
  Score: Raw -1568276.569462 + Penalty 3156.289814 = -1565120.279648
  nChanged 357
		SP:Iteration 19Q (107914.560000 sec): 3 clusters
  Score: Raw -1568409.836847 + Penalty 3156.289814 = -1565253.547033
  nChanged 325
		SP:Iteration 20F (107914.870000 sec): 3 clusters
  Score: Raw -1568530.256250 + Penalty 3156.289814 = -1565373.966436
  nChanged 326
		SP:Iteration 21Q (107915.170000 sec): 3 clusters
  Score: Raw -1568654.379116 + Penalty 3156.289814 = -1565498.089302
  nChanged 323
		SP:Iteration 22Q (107915.470000 sec): 3 clusters
  Score: Raw -1568777.515792 + Penalty 3156.289814 = -1565621.225978
  nChanged 321
		SP:Iteration 23Q (107915.770000 sec): 3 clusters
  Score: Raw -1568895.716956 + Penalty 3156.289814 = -1565739.427142
  nChanged 270
		SP:Iteration 24Q (107916.080000 sec): 3 clusters
  Score: Raw -1568982.640907 + Penalty 3156.289814 = -1565826.351093
  nChanged 246
		SP:Iteration 25Q (107916.380000 sec): 3 clusters
  Score: Raw -1569054.776338 + Penalty 3156.289814 = -1565898.486524
  nChanged 213
		SP:Iteration 26Q (107916.690000 sec): 3 clusters
  Score: Raw -1569113.777112 + Penalty 3156.289814 = -1565957.487298
  nChanged 193
		SP:Iteration 27Q (107916.990000 sec): 3 clusters
  Score: Raw -1569158.444492 + Penalty 3156.289814 = -1566002.154678
  nChanged 145
		SP:Iteration 28Q (107917.290000 sec): 3 clusters
  Score: Raw -1569188.999534 + Penalty 3156.289814 = -1566032.709720
  nChanged 124
		SP:Iteration 29Q (107917.550000 sec): 3 clusters
  Score: Raw -1569214.637278 + Penalty 3156.289814 = -1566058.347464
  nChanged 106
		SP:Iteration 30Q (107917.810000 sec): 3 clusters
  Score: Raw -1569237.353104 + Penalty 3156.289814 = -1566081.063290
  nChanged 97
		SP:Iteration 31Q (107918.070000 sec): 3 clusters
  Score: Raw -1569259.028547 + Penalty 3156.289814 = -1566102.738734
  nChanged 89
		SP:Iteration 32Q (107918.330000 sec): 3 clusters
  Score: Raw -1569277.228194 + Penalty 3156.289814 = -1566120.938381
  nChanged 70
		SP:Iteration 33Q (107918.590000 sec): 3 clusters
  Score: Raw -1569290.566337 + Penalty 3156.289814 = -1566134.276523
  nChanged 63
		SP:Iteration 34Q (107918.860000 sec): 3 clusters
  Score: Raw -1569301.938817 + Penalty 3156.289814 = -1566145.649004
  nChanged 56
		SP:Iteration 35Q (107919.120000 sec): 3 clusters
  Score: Raw -1569311.103803 + Penalty 3156.289814 = -1566154.813989
  nChanged 44
		SP:Iteration 36Q (107919.380000 sec): 3 clusters
  Score: Raw -1569317.362640 + Penalty 3156.289814 = -1566161.072826
  nChanged 29
		SP:Iteration 37Q (107919.630000 sec): 3 clusters
  Score: Raw -1569321.634641 + Penalty 3156.289814 = -1566165.344827
  nChanged 24
		SP:Iteration 38Q (107919.910000 sec): 3 clusters
  Score: Raw -1569324.690120 + Penalty 3156.289814 = -1566168.400306
  nChanged 16
		SP:Iteration 39Q (107920.250000 sec): 3 clusters
  Score: Raw -1569326.634363 + Penalty 3156.289814 = -1566170.344549
  nChanged 13
		SP:Iteration 40F (107920.500000 sec): 3 clusters
  Score: Raw -1569327.882160 + Penalty 3156.289814 = -1566171.592346
  nChanged 11
		SP:Iteration 41Q (107920.780000 sec): 3 clusters
  Score: Raw -1569328.866433 + Penalty 3156.289814 = -1566172.576619
  nChanged 10
		SP:Iteration 42Q (107921.090000 sec): 3 clusters
  Score: Raw -1569329.883578 + Penalty 3156.289814 = -1566173.593764
  nChanged 5
		SP:Iteration 43Q (107921.310000 sec): 3 clusters
  Score: Raw -1569330.449493 + Penalty 3156.289814 = -1566174.159679
  nChanged 5
		SP:Iteration 44Q (107921.580000 sec): 3 clusters
  Score: Raw -1569331.242545 + Penalty 3156.289814 = -1566174.952731
  nChanged 4
		SP:Iteration 45Q (107921.860000 sec): 3 clusters
  Score: Raw -1569331.654439 + Penalty 3156.289814 = -1566175.364626
  nChanged 1
		SP:Iteration 46Q (107922.130000 sec): 3 clusters
  Score: Raw -1569331.749219 + Penalty 3156.289814 = -1566175.459405
  nChanged 0
		SP:Iteration 47F (107922.490000 sec): 3 clusters
  Score: Raw -1569331.749219 + Penalty 3156.289814 = -1566175.459405
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (17297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107922.590000 sec): 2 clusters
  Score: Raw -1488973.949498 + Penalty 1585.721858 = -1487388.227640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107922.960000 sec): 3 clusters
  Score: Raw -1478796.743830 + Penalty 3171.443715 = -1475625.300114
  nChanged 7756
		SP:Iteration 1F (107923.250000 sec): 3 clusters
  Score: Raw -1484315.604755 + Penalty 3171.443715 = -1481144.161040
  nChanged 1694
		SP:Iteration 2F (107923.550000 sec): 3 clusters
  Score: Raw -1485852.173385 + Penalty 3171.443715 = -1482680.729670
  nChanged 1532
		SP:Iteration 3F (107923.850000 sec): 3 clusters
  Score: Raw -1487166.997746 + Penalty 3171.443715 = -1483995.554030
  nChanged 1232
		SP:Iteration 4F (107924.140000 sec): 3 clusters
  Score: Raw -1488160.816233 + Penalty 3171.443715 = -1484989.372518
  nChanged 1024
		SP:Iteration 5F (107924.480000 sec): 3 clusters
  Score: Raw -1488925.353852 + Penalty 3171.443715 = -1485753.910136
  nChanged 872
		SP:Iteration 6F (107924.830000 sec): 3 clusters
  Score: Raw -1489729.851028 + Penalty 3171.443715 = -1486558.407312
  nChanged 876
		SP:Iteration 7F (107925.090000 sec): 3 clusters
  Score: Raw -1491122.140652 + Penalty 3171.443715 = -1487950.696936
  nChanged 949
		SP:Iteration 8F (107925.480000 sec): 3 clusters
  Score: Raw -1493583.336729 + Penalty 3171.443715 = -1490411.893014
  nChanged 961
		SP:Iteration 9F (107925.740000 sec): 3 clusters
  Score: Raw -1495220.084852 + Penalty 3171.443715 = -1492048.641137
  nChanged 776
		SP:Iteration 10Q (107926.130000 sec): 3 clusters
  Score: Raw -1495833.499227 + Penalty 3171.443715 = -1492662.055511
  nChanged 452
		SP:Iteration 11Q (107926.390000 sec): 3 clusters
  Score: Raw -1496200.954637 + Penalty 3171.443715 = -1493029.510922
  nChanged 355
		SP:Iteration 12Q (107926.770000 sec): 3 clusters
  Score: Raw -1496505.969127 + Penalty 3171.443715 = -1493334.525411
  nChanged 335
		SP:Iteration 13Q (107927.040000 sec): 3 clusters
  Score: Raw -1496905.983081 + Penalty 3171.443715 = -1493734.539365
  nChanged 360
		SP:Iteration 14Q (107927.330000 sec): 3 clusters
  Score: Raw -1497511.836002 + Penalty 3171.443715 = -1494340.392287
  nChanged 329
		SP:Iteration 15Q (107927.530000 sec): 3 clusters
  Score: Raw -1498408.640451 + Penalty 3171.443715 = -1495237.196735
  nChanged 276
		SP:Iteration 16Q (107927.800000 sec): 3 clusters
  Score: Raw -1499198.594232 + Penalty 3171.443715 = -1496027.150516
  nChanged 153
		SP:Iteration 17Q (107928.140000 sec): 3 clusters
  Score: Raw -1499442.426960 + Penalty 3171.443715 = -1496270.983245
  nChanged 56
		SP:Iteration 18Q (107928.430000 sec): 3 clusters
  Score: Raw -1499475.761947 + Penalty 3171.443715 = -1496304.318231
  nChanged 23
		SP:Iteration 19Q (107928.640000 sec): 3 clusters
  Score: Raw -1499482.431294 + Penalty 3171.443715 = -1496310.987579
  nChanged 13
		SP:Iteration 20F (107928.920000 sec): 3 clusters
  Score: Raw -1499485.944203 + Penalty 3171.443715 = -1496314.500487
  nChanged 7
		SP:Iteration 21Q (107929.220000 sec): 3 clusters
  Score: Raw -1499486.960835 + Penalty 3171.443715 = -1496315.517120
  nChanged 3
		SP:Iteration 22Q (107929.520000 sec): 3 clusters
  Score: Raw -1499487.280414 + Penalty 3171.443715 = -1496315.836698
  nChanged 1
		SP:Iteration 23Q (107929.820000 sec): 3 clusters
  Score: Raw -1499487.336420 + Penalty 3171.443715 = -1496315.892705
  nChanged 0
		SP:Iteration 24F (107930.120000 sec): 3 clusters
  Score: Raw -1499487.336420 + Penalty 3171.443715 = -1496315.892705
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (6428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107930.220000 sec): 2 clusters
  Score: Raw -530158.604403 + Penalty 1424.868043 = -528733.736360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107930.440000 sec): 3 clusters
  Score: Raw -526781.203267 + Penalty 2849.736086 = -523931.467180
  nChanged 2682
		SP:Iteration 1F (107930.600000 sec): 3 clusters
  Score: Raw -528659.157837 + Penalty 2849.736086 = -525809.421751
  nChanged 684
		SP:Iteration 2F (107930.810000 sec): 3 clusters
  Score: Raw -529397.078605 + Penalty 2849.736086 = -526547.342518
  nChanged 581
		SP:Iteration 3F (107930.970000 sec): 3 clusters
  Score: Raw -530028.848568 + Penalty 2849.736086 = -527179.112482
  nChanged 473
		SP:Iteration 4F (107931.140000 sec): 3 clusters
  Score: Raw -530559.124788 + Penalty 2849.736086 = -527709.388701
  nChanged 493
		SP:Iteration 5F (107931.300000 sec): 3 clusters
  Score: Raw -531209.656479 + Penalty 2849.736086 = -528359.920393
  nChanged 578
		SP:Iteration 6F (107931.470000 sec): 3 clusters
  Score: Raw -532060.734023 + Penalty 2849.736086 = -529210.997936
  nChanged 548
		SP:Iteration 7F (107931.630000 sec): 3 clusters
  Score: Raw -532726.392550 + Penalty 2849.736086 = -529876.656463
  nChanged 348
		SP:Iteration 8F (107931.800000 sec): 3 clusters
  Score: Raw -533061.298802 + Penalty 2849.736086 = -530211.562716
  nChanged 217
		SP:Iteration 9Q (107931.960000 sec): 3 clusters
  Score: Raw -533252.675184 + Penalty 2849.736086 = -530402.939098
  nChanged 144
		SP:Iteration 10Q (107932.170000 sec): 3 clusters
  Score: Raw -533374.818408 + Penalty 2849.736086 = -530525.082322
  nChanged 110
		SP:Iteration 11Q (107932.380000 sec): 3 clusters
  Score: Raw -533465.825823 + Penalty 2849.736086 = -530616.089737
  nChanged 79
		SP:Iteration 12Q (107932.580000 sec): 3 clusters
  Score: Raw -533516.475490 + Penalty 2849.736086 = -530666.739404
  nChanged 67
		SP:Iteration 13Q (107932.790000 sec): 3 clusters
  Score: Raw -533551.667606 + Penalty 2849.736086 = -530701.931519
  nChanged 48
		SP:Iteration 14Q (107933.000000 sec): 3 clusters
  Score: Raw -533569.283562 + Penalty 2849.736086 = -530719.547476
  nChanged 32
		SP:Iteration 15Q (107933.170000 sec): 3 clusters
  Score: Raw -533580.256225 + Penalty 2849.736086 = -530730.520138
  nChanged 32
		SP:Iteration 16Q (107933.380000 sec): 3 clusters
  Score: Raw -533593.095109 + Penalty 2849.736086 = -530743.359023
  nChanged 40
		SP:Iteration 17Q (107933.540000 sec): 3 clusters
  Score: Raw -533614.148347 + Penalty 2849.736086 = -530764.412261
  nChanged 39
		SP:Iteration 18Q (107933.700000 sec): 3 clusters
  Score: Raw -533636.463092 + Penalty 2849.736086 = -530786.727005
  nChanged 46
		SP:Iteration 19Q (107933.870000 sec): 3 clusters
  Score: Raw -533658.051366 + Penalty 2849.736086 = -530808.315279
  nChanged 45
		SP:Iteration 20F (107934.030000 sec): 3 clusters
  Score: Raw -533679.268727 + Penalty 2849.736086 = -530829.532641
  nChanged 42
		SP:Iteration 21Q (107934.200000 sec): 3 clusters
  Score: Raw -533699.164403 + Penalty 2849.736086 = -530849.428317
  nChanged 36
		SP:Iteration 22Q (107934.360000 sec): 3 clusters
  Score: Raw -533717.156149 + Penalty 2849.736086 = -530867.420063
  nChanged 33
		SP:Iteration 23Q (107934.530000 sec): 3 clusters
  Score: Raw -533734.247287 + Penalty 2849.736086 = -530884.511201
  nChanged 39
		SP:Iteration 24Q (107934.740000 sec): 3 clusters
  Score: Raw -533751.084601 + Penalty 2849.736086 = -530901.348515
  nChanged 29
		SP:Iteration 25Q (107934.900000 sec): 3 clusters
  Score: Raw -533762.185620 + Penalty 2849.736086 = -530912.449534
  nChanged 28
		SP:Iteration 26Q (107935.060000 sec): 3 clusters
  Score: Raw -533770.904369 + Penalty 2849.736086 = -530921.168283
  nChanged 28
		SP:Iteration 27Q (107935.230000 sec): 3 clusters
  Score: Raw -533779.045198 + Penalty 2849.736086 = -530929.309112
  nChanged 20
		SP:Iteration 28Q (107935.390000 sec): 3 clusters
  Score: Raw -533784.552070 + Penalty 2849.736086 = -530934.815984
  nChanged 13
		SP:Iteration 29Q (107935.560000 sec): 3 clusters
  Score: Raw -533787.950947 + Penalty 2849.736086 = -530938.214861
  nChanged 10
		SP:Iteration 30Q (107935.720000 sec): 3 clusters
  Score: Raw -533790.173214 + Penalty 2849.736086 = -530940.437128
  nChanged 13
		SP:Iteration 31Q (107935.890000 sec): 3 clusters
  Score: Raw -533794.695140 + Penalty 2849.736086 = -530944.959054
  nChanged 14
		SP:Iteration 32Q (107936.050000 sec): 3 clusters
  Score: Raw -533801.748680 + Penalty 2849.736086 = -530952.012594
  nChanged 18
		SP:Iteration 33Q (107936.220000 sec): 3 clusters
  Score: Raw -533809.056409 + Penalty 2849.736086 = -530959.320323
  nChanged 21
		SP:Iteration 34Q (107936.380000 sec): 3 clusters
  Score: Raw -533814.812747 + Penalty 2849.736086 = -530965.076660
  nChanged 18
		SP:Iteration 35Q (107936.540000 sec): 3 clusters
  Score: Raw -533820.530261 + Penalty 2849.736086 = -530970.794175
  nChanged 15
		SP:Iteration 36Q (107936.750000 sec): 3 clusters
  Score: Raw -533824.204323 + Penalty 2849.736086 = -530974.468237
  nChanged 11
		SP:Iteration 37Q (107936.920000 sec): 3 clusters
  Score: Raw -533826.933560 + Penalty 2849.736086 = -530977.197474
  nChanged 8
		SP:Iteration 38Q (107937.080000 sec): 3 clusters
  Score: Raw -533829.687224 + Penalty 2849.736086 = -530979.951138
  nChanged 10
		SP:Iteration 39Q (107937.240000 sec): 3 clusters
  Score: Raw -533832.443544 + Penalty 2849.736086 = -530982.707458
  nChanged 7
		SP:Iteration 40F (107937.460000 sec): 3 clusters
  Score: Raw -533833.684740 + Penalty 2849.736086 = -530983.948654
  nChanged 2
		SP:Iteration 41Q (107937.620000 sec): 3 clusters
  Score: Raw -533834.019522 + Penalty 2849.736086 = -530984.283436
  nChanged 0
		SP:Iteration 42F (107937.780000 sec): 3 clusters
  Score: Raw -533834.019522 + Penalty 2849.736086 = -530984.283436
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (6399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107937.880000 sec): 2 clusters
  Score: Raw -476249.080660 + Penalty 1424.133264 = -474824.947396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107938.100000 sec): 3 clusters
  Score: Raw -472855.577917 + Penalty 2848.266527 = -470007.311389
  nChanged 2684
		SP:Iteration 1F (107938.300000 sec): 3 clusters
  Score: Raw -475050.146236 + Penalty 2848.266527 = -472201.879709
  nChanged 770
		SP:Iteration 2F (107938.520000 sec): 3 clusters
  Score: Raw -476033.333708 + Penalty 2848.266527 = -473185.067181
  nChanged 645
		SP:Iteration 3F (107938.720000 sec): 3 clusters
  Score: Raw -476909.866272 + Penalty 2848.266527 = -474061.599744
  nChanged 477
		SP:Iteration 4F (107938.930000 sec): 3 clusters
  Score: Raw -477417.161020 + Penalty 2848.266527 = -474568.894493
  nChanged 305
		SP:Iteration 5Q (107939.140000 sec): 3 clusters
  Score: Raw -477645.709953 + Penalty 2848.266527 = -474797.443426
  nChanged 223
		SP:Iteration 6Q (107939.350000 sec): 3 clusters
  Score: Raw -477840.667328 + Penalty 2848.266527 = -474992.400801
  nChanged 189
		SP:Iteration 7Q (107939.560000 sec): 3 clusters
  Score: Raw -478011.526800 + Penalty 2848.266527 = -475163.260273
  nChanged 168
		SP:Iteration 8Q (107939.770000 sec): 3 clusters
  Score: Raw -478210.864292 + Penalty 2848.266527 = -475362.597764
  nChanged 179
		SP:Iteration 9Q (107939.870000 sec): 3 clusters
  Score: Raw -478453.325497 + Penalty 2848.266527 = -475605.058969
  nChanged 163
		SP:Iteration 10Q (107940.060000 sec): 3 clusters
  Score: Raw -478691.332158 + Penalty 2848.266527 = -475843.065631
  nChanged 131
		SP:Iteration 11Q (107940.270000 sec): 3 clusters
  Score: Raw -478907.672656 + Penalty 2848.266527 = -476059.406128
  nChanged 151
		SP:Iteration 12Q (107940.470000 sec): 3 clusters
  Score: Raw -479122.292724 + Penalty 2848.266527 = -476274.026196
  nChanged 125
		SP:Iteration 13Q (107940.680000 sec): 3 clusters
  Score: Raw -479246.233975 + Penalty 2848.266527 = -476397.967448
  nChanged 109
		SP:Iteration 14Q (107940.890000 sec): 3 clusters
  Score: Raw -479335.991188 + Penalty 2848.266527 = -476487.724661
  nChanged 81
		SP:Iteration 15Q (107941.100000 sec): 3 clusters
  Score: Raw -479370.548344 + Penalty 2848.266527 = -476522.281817
  nChanged 33
		SP:Iteration 16Q (107941.310000 sec): 3 clusters
  Score: Raw -479381.002138 + Penalty 2848.266527 = -476532.735610
  nChanged 29
		SP:Iteration 17Q (107941.520000 sec): 3 clusters
  Score: Raw -479392.630020 + Penalty 2848.266527 = -476544.363492
  nChanged 32
		SP:Iteration 18Q (107941.720000 sec): 3 clusters
  Score: Raw -479404.619908 + Penalty 2848.266527 = -476556.353381
  nChanged 28
		SP:Iteration 19Q (107941.930000 sec): 3 clusters
  Score: Raw -479412.916377 + Penalty 2848.266527 = -476564.649850
  nChanged 24
		SP:Iteration 20F (107942.120000 sec): 3 clusters
  Score: Raw -479420.938237 + Penalty 2848.266527 = -476572.671710
  nChanged 28
		SP:Iteration 21Q (107942.310000 sec): 3 clusters
  Score: Raw -479428.426235 + Penalty 2848.266527 = -476580.159707
  nChanged 21
		SP:Iteration 22Q (107942.520000 sec): 3 clusters
  Score: Raw -479433.129089 + Penalty 2848.266527 = -476584.862561
  nChanged 15
		SP:Iteration 23Q (107942.700000 sec): 3 clusters
  Score: Raw -479436.626311 + Penalty 2848.266527 = -476588.359784
  nChanged 10
		SP:Iteration 24Q (107942.890000 sec): 3 clusters
  Score: Raw -479439.293975 + Penalty 2848.266527 = -476591.027448
  nChanged 10
		SP:Iteration 25Q (107943.100000 sec): 3 clusters
  Score: Raw -479441.024878 + Penalty 2848.266527 = -476592.758350
  nChanged 14
		SP:Iteration 26Q (107943.290000 sec): 3 clusters
  Score: Raw -479444.335248 + Penalty 2848.266527 = -476596.068721
  nChanged 18
		SP:Iteration 27Q (107943.390000 sec): 3 clusters
  Score: Raw -479448.941549 + Penalty 2848.266527 = -476600.675022
  nChanged 17
		SP:Iteration 28Q (107943.600000 sec): 3 clusters
  Score: Raw -479453.282407 + Penalty 2848.266527 = -476605.015880
  nChanged 23
		SP:Iteration 29Q (107943.810000 sec): 3 clusters
  Score: Raw -479460.065820 + Penalty 2848.266527 = -476611.799293
  nChanged 17
		SP:Iteration 30Q (107944.020000 sec): 3 clusters
  Score: Raw -479463.886514 + Penalty 2848.266527 = -476615.619987
  nChanged 20
		SP:Iteration 31Q (107944.230000 sec): 3 clusters
  Score: Raw -479470.492229 + Penalty 2848.266527 = -476622.225702
  nChanged 24
		SP:Iteration 32Q (107944.340000 sec): 3 clusters
  Score: Raw -479478.957742 + Penalty 2848.266527 = -476630.691214
  nChanged 16
		SP:Iteration 33Q (107944.460000 sec): 3 clusters
  Score: Raw -479482.759736 + Penalty 2848.266527 = -476634.493209
  nChanged 9
		SP:Iteration 34Q (107944.560000 sec): 3 clusters
  Score: Raw -479484.762357 + Penalty 2848.266527 = -476636.495829
  nChanged 8
		SP:Iteration 35Q (107944.660000 sec): 3 clusters
  Score: Raw -479486.513302 + Penalty 2848.266527 = -476638.246774
  nChanged 6
		SP:Iteration 36Q (107944.870000 sec): 3 clusters
  Score: Raw -479487.798200 + Penalty 2848.266527 = -476639.531672
  nChanged 8
		SP:Iteration 37Q (107945.080000 sec): 3 clusters
  Score: Raw -479489.332947 + Penalty 2848.266527 = -476641.066420
  nChanged 8
		SP:Iteration 38Q (107945.250000 sec): 3 clusters
  Score: Raw -479490.010063 + Penalty 2848.266527 = -476641.743535
  nChanged 1
		SP:Iteration 39Q (107945.450000 sec): 3 clusters
  Score: Raw -479490.204847 + Penalty 2848.266527 = -476641.938319
  nChanged 5
		SP:Iteration 40F (107945.660000 sec): 3 clusters
  Score: Raw -479491.243856 + Penalty 2848.266527 = -476642.977329
  nChanged 6
		SP:Iteration 41Q (107945.870000 sec): 3 clusters
  Score: Raw -479492.740955 + Penalty 2848.266527 = -476644.474428
  nChanged 7
		SP:Iteration 42Q (107946.080000 sec): 3 clusters
  Score: Raw -479493.877678 + Penalty 2848.266527 = -476645.611151
  nChanged 8
		SP:Iteration 43Q (107946.180000 sec): 3 clusters
  Score: Raw -479495.369179 + Penalty 2848.266527 = -476647.102651
  nChanged 6
		SP:Iteration 44Q (107946.280000 sec): 3 clusters
  Score: Raw -479496.384297 + Penalty 2848.266527 = -476648.117770
  nChanged 5
		SP:Iteration 45Q (107946.390000 sec): 3 clusters
  Score: Raw -479497.356369 + Penalty 2848.266527 = -476649.089842
  nChanged 4
		SP:Iteration 46Q (107946.490000 sec): 3 clusters
  Score: Raw -479497.977574 + Penalty 2848.266527 = -476649.711047
  nChanged 4
		SP:Iteration 47Q (107946.700000 sec): 3 clusters
  Score: Raw -479498.765949 + Penalty 2848.266527 = -476650.499422
  nChanged 4
		SP:Iteration 48Q (107946.910000 sec): 3 clusters
  Score: Raw -479499.574863 + Penalty 2848.266527 = -476651.308336
  nChanged 3
		SP:Iteration 49Q (107947.130000 sec): 3 clusters
  Score: Raw -479500.041201 + Penalty 2848.266527 = -476651.774674
  nChanged 3
		SP:Iteration 50Q (107947.350000 sec): 3 clusters
  Score: Raw -479500.206700 + Penalty 2848.266527 = -476651.940172
  nChanged 0
		SP:Iteration 51F (107947.570000 sec): 3 clusters
  Score: Raw -479500.206700 + Penalty 2848.266527 = -476651.940172
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (8596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107947.680000 sec): 2 clusters
  Score: Raw -535851.441700 + Penalty 1472.095992 = -534379.345708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107947.890000 sec): 3 clusters
  Score: Raw -531231.219686 + Penalty 2944.191984 = -528287.027703
  nChanged 3748
		SP:Iteration 1F (107948.090000 sec): 3 clusters
  Score: Raw -534551.407394 + Penalty 2944.191984 = -531607.215410
  nChanged 1191
		SP:Iteration 2F (107948.220000 sec): 3 clusters
  Score: Raw -536268.794717 + Penalty 2944.191984 = -533324.602733
  nChanged 895
		SP:Iteration 3F (107948.350000 sec): 3 clusters
  Score: Raw -537207.002351 + Penalty 2944.191984 = -534262.810367
  nChanged 535
		SP:Iteration 4F (107948.550000 sec): 3 clusters
  Score: Raw -537587.911638 + Penalty 2944.191984 = -534643.719654
  nChanged 286
		SP:Iteration 5Q (107948.740000 sec): 3 clusters
  Score: Raw -537726.093188 + Penalty 2944.191984 = -534781.901204
  nChanged 164
		SP:Iteration 6Q (107948.940000 sec): 3 clusters
  Score: Raw -537786.067114 + Penalty 2944.191984 = -534841.875130
  nChanged 110
		SP:Iteration 7Q (107949.130000 sec): 3 clusters
  Score: Raw -537822.457846 + Penalty 2944.191984 = -534878.265862
  nChanged 103
		SP:Iteration 8Q (107949.330000 sec): 3 clusters
  Score: Raw -537858.198459 + Penalty 2944.191984 = -534914.006475
  nChanged 87
		SP:Iteration 9Q (107949.510000 sec): 3 clusters
  Score: Raw -537886.023382 + Penalty 2944.191984 = -534941.831398
  nChanged 60
		SP:Iteration 10Q (107949.720000 sec): 3 clusters
  Score: Raw -537903.770140 + Penalty 2944.191984 = -534959.578156
  nChanged 70
		SP:Iteration 11Q (107949.910000 sec): 3 clusters
  Score: Raw -537924.075906 + Penalty 2944.191984 = -534979.883922
  nChanged 62
		SP:Iteration 12Q (107950.110000 sec): 3 clusters
  Score: Raw -537943.795972 + Penalty 2944.191984 = -534999.603989
  nChanged 58
		SP:Iteration 13Q (107950.300000 sec): 3 clusters
  Score: Raw -537962.394749 + Penalty 2944.191984 = -535018.202765
  nChanged 71
		SP:Iteration 14Q (107950.490000 sec): 3 clusters
  Score: Raw -537984.031694 + Penalty 2944.191984 = -535039.839710
  nChanged 67
		SP:Iteration 15Q (107950.690000 sec): 3 clusters
  Score: Raw -538003.404410 + Penalty 2944.191984 = -535059.212426
  nChanged 61
		SP:Iteration 16Q (107950.890000 sec): 3 clusters
  Score: Raw -538017.686908 + Penalty 2944.191984 = -535073.494925
  nChanged 48
		SP:Iteration 17Q (107951.080000 sec): 3 clusters
  Score: Raw -538028.023207 + Penalty 2944.191984 = -535083.831223
  nChanged 47
		SP:Iteration 18Q (107951.270000 sec): 3 clusters
  Score: Raw -538038.276284 + Penalty 2944.191984 = -535094.084300
  nChanged 43
		SP:Iteration 19Q (107951.470000 sec): 3 clusters
  Score: Raw -538046.182929 + Penalty 2944.191984 = -535101.990945
  nChanged 36
		SP:Iteration 20F (107951.660000 sec): 3 clusters
  Score: Raw -538051.288428 + Penalty 2944.191984 = -535107.096444
  nChanged 23
		SP:Iteration 21Q (107951.890000 sec): 3 clusters
  Score: Raw -538054.312817 + Penalty 2944.191984 = -535110.120833
  nChanged 25
		SP:Iteration 22Q (107952.010000 sec): 3 clusters
  Score: Raw -538058.020412 + Penalty 2944.191984 = -535113.828428
  nChanged 16
		SP:Iteration 23Q (107952.130000 sec): 3 clusters
  Score: Raw -538060.211988 + Penalty 2944.191984 = -535116.020004
  nChanged 15
		SP:Iteration 24Q (107952.260000 sec): 3 clusters
  Score: Raw -538061.886937 + Penalty 2944.191984 = -535117.694953
  nChanged 9
		SP:Iteration 25Q (107952.470000 sec): 3 clusters
  Score: Raw -538063.237543 + Penalty 2944.191984 = -535119.045559
  nChanged 13
		SP:Iteration 26Q (107952.600000 sec): 3 clusters
  Score: Raw -538064.970047 + Penalty 2944.191984 = -535120.778063
  nChanged 11
		SP:Iteration 27Q (107952.720000 sec): 3 clusters
  Score: Raw -538066.320382 + Penalty 2944.191984 = -535122.128398
  nChanged 11
		SP:Iteration 28Q (107952.850000 sec): 3 clusters
  Score: Raw -538067.742337 + Penalty 2944.191984 = -535123.550353
  nChanged 11
		SP:Iteration 29Q (107953.060000 sec): 3 clusters
  Score: Raw -538069.066060 + Penalty 2944.191984 = -535124.874077
  nChanged 10
		SP:Iteration 30Q (107953.260000 sec): 3 clusters
  Score: Raw -538070.668763 + Penalty 2944.191984 = -535126.476779
  nChanged 13
		SP:Iteration 31Q (107953.470000 sec): 3 clusters
  Score: Raw -538072.476153 + Penalty 2944.191984 = -535128.284169
  nChanged 16
		SP:Iteration 32Q (107953.620000 sec): 3 clusters
  Score: Raw -538074.046508 + Penalty 2944.191984 = -535129.854524
  nChanged 12
		SP:Iteration 33Q (107953.730000 sec): 3 clusters
  Score: Raw -538075.375890 + Penalty 2944.191984 = -535131.183906
  nChanged 10
		SP:Iteration 34Q (107953.860000 sec): 3 clusters
  Score: Raw -538076.804536 + Penalty 2944.191984 = -535132.612552
  nChanged 7
		SP:Iteration 35Q (107953.990000 sec): 3 clusters
  Score: Raw -538077.564210 + Penalty 2944.191984 = -535133.372226
  nChanged 8
		SP:Iteration 36Q (107954.120000 sec): 3 clusters
  Score: Raw -538079.401377 + Penalty 2944.191984 = -535135.209393
  nChanged 9
		SP:Iteration 37Q (107954.250000 sec): 3 clusters
  Score: Raw -538083.766494 + Penalty 2944.191984 = -535139.574511
  nChanged 22
		SP:Iteration 38Q (107954.380000 sec): 3 clusters
  Score: Raw -538088.913641 + Penalty 2944.191984 = -535144.721657
  nChanged 16
		SP:Iteration 39Q (107954.510000 sec): 3 clusters
  Score: Raw -538091.887238 + Penalty 2944.191984 = -535147.695255
  nChanged 22
		SP:Iteration 40F (107954.700000 sec): 3 clusters
  Score: Raw -538096.358874 + Penalty 2944.191984 = -535152.166890
  nChanged 23
		SP:Iteration 41Q (107954.900000 sec): 3 clusters
  Score: Raw -538103.307125 + Penalty 2944.191984 = -535159.115141
  nChanged 27
		SP:Iteration 42Q (107955.090000 sec): 3 clusters
  Score: Raw -538108.805015 + Penalty 2944.191984 = -535164.613031
  nChanged 23
		SP:Iteration 43Q (107955.280000 sec): 3 clusters
  Score: Raw -538118.665294 + Penalty 2944.191984 = -535174.473310
  nChanged 31
		SP:Iteration 44Q (107955.480000 sec): 3 clusters
  Score: Raw -538129.608667 + Penalty 2944.191984 = -535185.416684
  nChanged 27
		SP:Iteration 45Q (107955.660000 sec): 3 clusters
  Score: Raw -538139.226794 + Penalty 2944.191984 = -535195.034810
  nChanged 32
		SP:Iteration 46Q (107955.860000 sec): 3 clusters
  Score: Raw -538150.190367 + Penalty 2944.191984 = -535205.998384
  nChanged 36
		SP:Iteration 47Q (107956.060000 sec): 3 clusters
  Score: Raw -538163.713136 + Penalty 2944.191984 = -535219.521152
  nChanged 34
		SP:Iteration 48Q (107956.250000 sec): 3 clusters
  Score: Raw -538180.674720 + Penalty 2944.191984 = -535236.482736
  nChanged 35
		SP:Iteration 49Q (107956.450000 sec): 3 clusters
  Score: Raw -538195.815144 + Penalty 2944.191984 = -535251.623160
  nChanged 46
		SP:Iteration 50Q (107956.640000 sec): 3 clusters
  Score: Raw -538204.955944 + Penalty 2944.191984 = -535260.763960
  nChanged 32
		SP:Iteration 51Q (107956.830000 sec): 3 clusters
  Score: Raw -538212.228518 + Penalty 2944.191984 = -535268.036534
  nChanged 26
		SP:Iteration 52Q (107957.030000 sec): 3 clusters
  Score: Raw -538219.073461 + Penalty 2944.191984 = -535274.881477
  nChanged 30
		SP:Iteration 53Q (107957.220000 sec): 3 clusters
  Score: Raw -538223.005243 + Penalty 2944.191984 = -535278.813259
  nChanged 15
		SP:Iteration 54Q (107957.410000 sec): 3 clusters
  Score: Raw -538224.539235 + Penalty 2944.191984 = -535280.347252
  nChanged 12
		SP:Iteration 55Q (107957.610000 sec): 3 clusters
  Score: Raw -538226.749344 + Penalty 2944.191984 = -535282.557360
  nChanged 10
		SP:Iteration 56Q (107957.810000 sec): 3 clusters
  Score: Raw -538227.858605 + Penalty 2944.191984 = -535283.666621
  nChanged 11
		SP:Iteration 57Q (107958.000000 sec): 3 clusters
  Score: Raw -538229.263563 + Penalty 2944.191984 = -535285.071579
  nChanged 9
		SP:Iteration 58Q (107958.120000 sec): 3 clusters
  Score: Raw -538230.779768 + Penalty 2944.191984 = -535286.587784
  nChanged 8
		SP:Iteration 59Q (107958.240000 sec): 3 clusters
  Score: Raw -538234.931979 + Penalty 2944.191984 = -535290.739995
  nChanged 20
		SP:Iteration 60F (107958.370000 sec): 3 clusters
  Score: Raw -538240.778195 + Penalty 2944.191984 = -535296.586211
  nChanged 17
		SP:Iteration 61Q (107958.580000 sec): 3 clusters
  Score: Raw -538248.142574 + Penalty 2944.191984 = -535303.950590
  nChanged 18
		SP:Iteration 62Q (107958.780000 sec): 3 clusters
  Score: Raw -538257.138039 + Penalty 2944.191984 = -535312.946055
  nChanged 27
		SP:Iteration 63Q (107958.980000 sec): 3 clusters
  Score: Raw -538267.530116 + Penalty 2944.191984 = -535323.338132
  nChanged 25
		SP:Iteration 64Q (107959.170000 sec): 3 clusters
  Score: Raw -538273.415857 + Penalty 2944.191984 = -535329.223873
  nChanged 20
		SP:Iteration 65Q (107959.360000 sec): 3 clusters
  Score: Raw -538276.625735 + Penalty 2944.191984 = -535332.433751
  nChanged 16
		SP:Iteration 66Q (107959.570000 sec): 3 clusters
  Score: Raw -538279.003058 + Penalty 2944.191984 = -535334.811074
  nChanged 11
		SP:Iteration 67Q (107959.750000 sec): 3 clusters
  Score: Raw -538280.567264 + Penalty 2944.191984 = -535336.375280
  nChanged 9
		SP:Iteration 68Q (107959.960000 sec): 3 clusters
  Score: Raw -538285.571027 + Penalty 2944.191984 = -535341.379044
  nChanged 17
		SP:Iteration 69Q (107960.150000 sec): 3 clusters
  Score: Raw -538287.582177 + Penalty 2944.191984 = -535343.390193
  nChanged 11
		SP:Iteration 70Q (107960.280000 sec): 3 clusters
  Score: Raw -538290.726668 + Penalty 2944.191984 = -535346.534684
  nChanged 13
		SP:Iteration 71Q (107960.410000 sec): 3 clusters
  Score: Raw -538292.583978 + Penalty 2944.191984 = -535348.391994
  nChanged 7
		SP:Iteration 72Q (107960.630000 sec): 3 clusters
  Score: Raw -538293.352377 + Penalty 2944.191984 = -535349.160394
  nChanged 5
		SP:Iteration 73Q (107960.820000 sec): 3 clusters
  Score: Raw -538293.684969 + Penalty 2944.191984 = -535349.492985
  nChanged 1
		SP:Iteration 74Q (107961.010000 sec): 3 clusters
  Score: Raw -538293.757249 + Penalty 2944.191984 = -535349.565266
  nChanged 2
		SP:Iteration 75Q (107961.210000 sec): 3 clusters
  Score: Raw -538293.946344 + Penalty 2944.191984 = -535349.754360
  nChanged 2
		SP:Iteration 76Q (107961.400000 sec): 3 clusters
  Score: Raw -538294.153356 + Penalty 2944.191984 = -535349.961372
  nChanged 1
		SP:Iteration 77Q (107961.590000 sec): 3 clusters
  Score: Raw -538294.239006 + Penalty 2944.191984 = -535350.047022
  nChanged 0
		SP:Iteration 78F (107961.790000 sec): 3 clusters
  Score: Raw -538294.239006 + Penalty 2944.191984 = -535350.047022
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (11249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107961.910000 sec): 2 clusters
  Score: Raw -977171.478214 + Penalty 1515.805609 = -975655.672605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107962.150000 sec): 3 clusters
  Score: Raw -970788.413900 + Penalty 3031.611217 = -967756.802682
  nChanged 4912
		SP:Iteration 1F (107962.370000 sec): 3 clusters
  Score: Raw -974241.458483 + Penalty 3031.611217 = -971209.847265
  nChanged 1161
		SP:Iteration 2F (107962.580000 sec): 3 clusters
  Score: Raw -975373.789849 + Penalty 3031.611217 = -972342.178632
  nChanged 1077
		SP:Iteration 3F (107962.800000 sec): 3 clusters
  Score: Raw -976440.394975 + Penalty 3031.611217 = -973408.783758
  nChanged 805
		SP:Iteration 4F (107963.110000 sec): 3 clusters
  Score: Raw -977185.854920 + Penalty 3031.611217 = -974154.243703
  nChanged 687
		SP:Iteration 5F (107963.280000 sec): 3 clusters
  Score: Raw -977773.187021 + Penalty 3031.611217 = -974741.575804
  nChanged 529
		SP:Iteration 6Q (107963.510000 sec): 3 clusters
  Score: Raw -978216.680869 + Penalty 3031.611217 = -975185.069652
  nChanged 441
		SP:Iteration 7Q (107963.770000 sec): 3 clusters
  Score: Raw -978597.497615 + Penalty 3031.611217 = -975565.886397
  nChanged 409
		SP:Iteration 8Q (107964.020000 sec): 3 clusters
  Score: Raw -979005.575805 + Penalty 3031.611217 = -975973.964588
  nChanged 407
		SP:Iteration 9Q (107964.320000 sec): 3 clusters
  Score: Raw -979503.300830 + Penalty 3031.611217 = -976471.689613
  nChanged 376
		SP:Iteration 10Q (107964.540000 sec): 3 clusters
  Score: Raw -980072.220212 + Penalty 3031.611217 = -977040.608995
  nChanged 313
		SP:Iteration 11Q (107964.760000 sec): 3 clusters
  Score: Raw -980528.575697 + Penalty 3031.611217 = -977496.964480
  nChanged 254
		SP:Iteration 12Q (107965.010000 sec): 3 clusters
  Score: Raw -980838.535827 + Penalty 3031.611217 = -977806.924609
  nChanged 222
		SP:Iteration 13Q (107965.270000 sec): 3 clusters
  Score: Raw -981104.796263 + Penalty 3031.611217 = -978073.185046
  nChanged 155
		SP:Iteration 14Q (107965.520000 sec): 3 clusters
  Score: Raw -981236.843244 + Penalty 3031.611217 = -978205.232027
  nChanged 106
		SP:Iteration 15Q (107965.780000 sec): 3 clusters
  Score: Raw -981287.444781 + Penalty 3031.611217 = -978255.833564
  nChanged 51
		SP:Iteration 16Q (107966.040000 sec): 3 clusters
  Score: Raw -981308.458703 + Penalty 3031.611217 = -978276.847486
  nChanged 43
		SP:Iteration 17Q (107966.300000 sec): 3 clusters
  Score: Raw -981326.374530 + Penalty 3031.611217 = -978294.763312
  nChanged 30
		SP:Iteration 18Q (107966.520000 sec): 3 clusters
  Score: Raw -981339.044830 + Penalty 3031.611217 = -978307.433613
  nChanged 31
		SP:Iteration 19Q (107966.780000 sec): 3 clusters
  Score: Raw -981347.064308 + Penalty 3031.611217 = -978315.453090
  nChanged 24
		SP:Iteration 20F (107967.040000 sec): 3 clusters
  Score: Raw -981354.647574 + Penalty 3031.611217 = -978323.036357
  nChanged 20
		SP:Iteration 21Q (107967.190000 sec): 3 clusters
  Score: Raw -981359.645685 + Penalty 3031.611217 = -978328.034468
  nChanged 11
		SP:Iteration 22Q (107967.480000 sec): 3 clusters
  Score: Raw -981361.704607 + Penalty 3031.611217 = -978330.093389
  nChanged 9
		SP:Iteration 23Q (107967.710000 sec): 3 clusters
  Score: Raw -981363.285463 + Penalty 3031.611217 = -978331.674245
  nChanged 5
		SP:Iteration 24Q (107967.970000 sec): 3 clusters
  Score: Raw -981365.708285 + Penalty 3031.611217 = -978334.097068
  nChanged 9
		SP:Iteration 25Q (107968.230000 sec): 3 clusters
  Score: Raw -981368.280065 + Penalty 3031.611217 = -978336.668848
  nChanged 7
		SP:Iteration 26Q (107968.490000 sec): 3 clusters
  Score: Raw -981369.478509 + Penalty 3031.611217 = -978337.867292
  nChanged 4
		SP:Iteration 27Q (107968.750000 sec): 3 clusters
  Score: Raw -981370.071458 + Penalty 3031.611217 = -978338.460240
  nChanged 2
		SP:Iteration 28Q (107969.020000 sec): 3 clusters
  Score: Raw -981370.370773 + Penalty 3031.611217 = -978338.759556
  nChanged 3
		SP:Iteration 29Q (107969.170000 sec): 3 clusters
  Score: Raw -981370.903249 + Penalty 3031.611217 = -978339.292031
  nChanged 2
		SP:Iteration 30Q (107969.450000 sec): 3 clusters
  Score: Raw -981371.108874 + Penalty 3031.611217 = -978339.497657
  nChanged 1
		SP:Iteration 31Q (107969.710000 sec): 3 clusters
  Score: Raw -981371.182472 + Penalty 3031.611217 = -978339.571255
  nChanged 1
		SP:Iteration 32Q (107969.960000 sec): 3 clusters
  Score: Raw -981371.261735 + Penalty 3031.611217 = -978339.650518
  nChanged 0
		SP:Iteration 33F (107970.220000 sec): 3 clusters
  Score: Raw -981371.261735 + Penalty 3031.611217 = -978339.650518
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (23085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107970.460000 sec): 2 clusters
  Score: Raw -2026787.262772 + Penalty 1632.627479 = -2025154.635293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107970.800000 sec): 3 clusters
  Score: Raw -2012784.563269 + Penalty 3265.254959 = -2009519.308310
  nChanged 10493
		SP:Iteration 1F (107971.140000 sec): 3 clusters
  Score: Raw -2020948.433089 + Penalty 3265.254959 = -2017683.178130
  nChanged 2798
		SP:Iteration 2F (107971.470000 sec): 3 clusters
  Score: Raw -2025067.533475 + Penalty 3265.254959 = -2021802.278517
  nChanged 2676
		SP:Iteration 3F (107971.850000 sec): 3 clusters
  Score: Raw -2029465.381802 + Penalty 3265.254959 = -2026200.126843
  nChanged 2271
		SP:Iteration 4F (107972.240000 sec): 3 clusters
  Score: Raw -2033453.811479 + Penalty 3265.254959 = -2030188.556520
  nChanged 1758
		SP:Iteration 5F (107972.620000 sec): 3 clusters
  Score: Raw -2036631.652036 + Penalty 3265.254959 = -2033366.397077
  nChanged 1192
		SP:Iteration 6F (107973.010000 sec): 3 clusters
  Score: Raw -2038643.404438 + Penalty 3265.254959 = -2035378.149480
  nChanged 797
		SP:Iteration 7Q (107973.390000 sec): 3 clusters
  Score: Raw -2039684.540404 + Penalty 3265.254959 = -2036419.285445
  nChanged 513
		SP:Iteration 8Q (107973.780000 sec): 3 clusters
  Score: Raw -2040153.397148 + Penalty 3265.254959 = -2036888.142189
  nChanged 354
		SP:Iteration 9Q (107974.160000 sec): 3 clusters
  Score: Raw -2040383.162017 + Penalty 3265.254959 = -2037117.907058
  nChanged 253
		SP:Iteration 10Q (107974.550000 sec): 3 clusters
  Score: Raw -2040493.253088 + Penalty 3265.254959 = -2037227.998129
  nChanged 165
		SP:Iteration 11Q (107974.930000 sec): 3 clusters
  Score: Raw -2040539.669786 + Penalty 3265.254959 = -2037274.414827
  nChanged 106
		SP:Iteration 12Q (107975.320000 sec): 3 clusters
  Score: Raw -2040559.543361 + Penalty 3265.254959 = -2037294.288402
  nChanged 61
		SP:Iteration 13Q (107975.700000 sec): 3 clusters
  Score: Raw -2040568.836800 + Penalty 3265.254959 = -2037303.581841
  nChanged 49
		SP:Iteration 14Q (107976.090000 sec): 3 clusters
  Score: Raw -2040575.814127 + Penalty 3265.254959 = -2037310.559168
  nChanged 35
		SP:Iteration 15Q (107976.470000 sec): 3 clusters
  Score: Raw -2040579.508688 + Penalty 3265.254959 = -2037314.253729
  nChanged 22
		SP:Iteration 16Q (107976.850000 sec): 3 clusters
  Score: Raw -2040582.058311 + Penalty 3265.254959 = -2037316.803352
  nChanged 24
		SP:Iteration 17Q (107977.240000 sec): 3 clusters
  Score: Raw -2040584.475282 + Penalty 3265.254959 = -2037319.220323
  nChanged 17
		SP:Iteration 18Q (107977.620000 sec): 3 clusters
  Score: Raw -2040585.724661 + Penalty 3265.254959 = -2037320.469702
  nChanged 10
		SP:Iteration 19Q (107978.000000 sec): 3 clusters
  Score: Raw -2040586.375121 + Penalty 3265.254959 = -2037321.120162
  nChanged 7
		SP:Iteration 20F (107978.390000 sec): 3 clusters
  Score: Raw -2040587.016484 + Penalty 3265.254959 = -2037321.761525
  nChanged 6
		SP:Iteration 21Q (107978.780000 sec): 3 clusters
  Score: Raw -2040587.440264 + Penalty 3265.254959 = -2037322.185305
  nChanged 6
		SP:Iteration 22Q (107979.160000 sec): 3 clusters
  Score: Raw -2040587.812935 + Penalty 3265.254959 = -2037322.557976
  nChanged 7
		SP:Iteration 23Q (107979.450000 sec): 3 clusters
  Score: Raw -2040588.410887 + Penalty 3265.254959 = -2037323.155928
  nChanged 5
		SP:Iteration 24Q (107979.840000 sec): 3 clusters
  Score: Raw -2040588.794962 + Penalty 3265.254959 = -2037323.540004
  nChanged 5
		SP:Iteration 25Q (107980.180000 sec): 3 clusters
  Score: Raw -2040588.997942 + Penalty 3265.254959 = -2037323.742983
  nChanged 1
		SP:Iteration 26Q (107980.520000 sec): 3 clusters
  Score: Raw -2040589.064851 + Penalty 3265.254959 = -2037323.809892
  nChanged 1
		SP:Iteration 27Q (107980.820000 sec): 3 clusters
  Score: Raw -2040589.134107 + Penalty 3265.254959 = -2037323.879148
  nChanged 1
		SP:Iteration 28Q (107981.200000 sec): 3 clusters
  Score: Raw -2040589.232133 + Penalty 3265.254959 = -2037323.977174
  nChanged 1
		SP:Iteration 29Q (107981.480000 sec): 3 clusters
  Score: Raw -2040589.303178 + Penalty 3265.254959 = -2037324.048219
  nChanged 1
		SP:Iteration 30Q (107981.870000 sec): 3 clusters
  Score: Raw -2040589.372423 + Penalty 3265.254959 = -2037324.117464
  nChanged 1
		SP:Iteration 31Q (107982.210000 sec): 3 clusters
  Score: Raw -2040589.413925 + Penalty 3265.254959 = -2037324.158966
  nChanged 0
		SP:Iteration 32F (107982.550000 sec): 3 clusters
  Score: Raw -2040589.413925 + Penalty 3265.254959 = -2037324.158966
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (7914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107982.690000 sec): 2 clusters
  Score: Raw -625996.879333 + Penalty 1458.663151 = -624538.216182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107982.870000 sec): 3 clusters
  Score: Raw -621722.610765 + Penalty 2917.326302 = -618805.284463
  nChanged 3404
		SP:Iteration 1F (107983.000000 sec): 3 clusters
  Score: Raw -624683.660049 + Penalty 2917.326302 = -621766.333747
  nChanged 931
		SP:Iteration 2F (107983.190000 sec): 3 clusters
  Score: Raw -626019.044098 + Penalty 2917.326302 = -623101.717796
  nChanged 864
		SP:Iteration 3F (107983.320000 sec): 3 clusters
  Score: Raw -627336.474920 + Penalty 2917.326302 = -624419.148617
  nChanged 752
		SP:Iteration 4F (107983.460000 sec): 3 clusters
  Score: Raw -628551.173613 + Penalty 2917.326302 = -625633.847310
  nChanged 576
		SP:Iteration 5F (107983.590000 sec): 3 clusters
  Score: Raw -629294.602342 + Penalty 2917.326302 = -626377.276040
  nChanged 401
		SP:Iteration 6F (107983.790000 sec): 3 clusters
  Score: Raw -629682.586326 + Penalty 2917.326302 = -626765.260024
  nChanged 271
		SP:Iteration 7Q (107983.990000 sec): 3 clusters
  Score: Raw -629897.992298 + Penalty 2917.326302 = -626980.665995
  nChanged 184
		SP:Iteration 8Q (107984.190000 sec): 3 clusters
  Score: Raw -630014.627127 + Penalty 2917.326302 = -627097.300825
  nChanged 141
		SP:Iteration 9Q (107984.390000 sec): 3 clusters
  Score: Raw -630103.397322 + Penalty 2917.326302 = -627186.071020
  nChanged 83
		SP:Iteration 10Q (107984.590000 sec): 3 clusters
  Score: Raw -630145.037670 + Penalty 2917.326302 = -627227.711367
  nChanged 63
		SP:Iteration 11Q (107984.780000 sec): 3 clusters
  Score: Raw -630166.013889 + Penalty 2917.326302 = -627248.687587
  nChanged 46
		SP:Iteration 12Q (107984.980000 sec): 3 clusters
  Score: Raw -630181.090686 + Penalty 2917.326302 = -627263.764384
  nChanged 40
		SP:Iteration 13Q (107985.180000 sec): 3 clusters
  Score: Raw -630191.925048 + Penalty 2917.326302 = -627274.598746
  nChanged 24
		SP:Iteration 14Q (107985.380000 sec): 3 clusters
  Score: Raw -630198.239674 + Penalty 2917.326302 = -627280.913372
  nChanged 24
		SP:Iteration 15Q (107985.580000 sec): 3 clusters
  Score: Raw -630205.280417 + Penalty 2917.326302 = -627287.954114
  nChanged 19
		SP:Iteration 16Q (107985.780000 sec): 3 clusters
  Score: Raw -630210.514512 + Penalty 2917.326302 = -627293.188210
  nChanged 15
		SP:Iteration 17Q (107985.980000 sec): 3 clusters
  Score: Raw -630215.049746 + Penalty 2917.326302 = -627297.723444
  nChanged 14
		SP:Iteration 18Q (107986.170000 sec): 3 clusters
  Score: Raw -630219.623788 + Penalty 2917.326302 = -627302.297486
  nChanged 14
		SP:Iteration 19Q (107986.370000 sec): 3 clusters
  Score: Raw -630224.271154 + Penalty 2917.326302 = -627306.944852
  nChanged 15
		SP:Iteration 20F (107986.570000 sec): 3 clusters
  Score: Raw -630232.188672 + Penalty 2917.326302 = -627314.862370
  nChanged 23
		SP:Iteration 21Q (107986.770000 sec): 3 clusters
  Score: Raw -630246.561713 + Penalty 2917.326302 = -627329.235411
  nChanged 32
		SP:Iteration 22Q (107986.960000 sec): 3 clusters
  Score: Raw -630265.680222 + Penalty 2917.326302 = -627348.353920
  nChanged 34
		SP:Iteration 23Q (107987.160000 sec): 3 clusters
  Score: Raw -630282.449369 + Penalty 2917.326302 = -627365.123067
  nChanged 28
		SP:Iteration 24Q (107987.360000 sec): 3 clusters
  Score: Raw -630291.017400 + Penalty 2917.326302 = -627373.691098
  nChanged 27
		SP:Iteration 25Q (107987.560000 sec): 3 clusters
  Score: Raw -630299.993693 + Penalty 2917.326302 = -627382.667390
  nChanged 15
		SP:Iteration 26Q (107987.760000 sec): 3 clusters
  Score: Raw -630304.712309 + Penalty 2917.326302 = -627387.386007
  nChanged 13
		SP:Iteration 27Q (107987.960000 sec): 3 clusters
  Score: Raw -630307.378556 + Penalty 2917.326302 = -627390.052254
  nChanged 11
		SP:Iteration 28Q (107988.160000 sec): 3 clusters
  Score: Raw -630308.968347 + Penalty 2917.326302 = -627391.642045
  nChanged 4
		SP:Iteration 29Q (107988.360000 sec): 3 clusters
  Score: Raw -630309.473189 + Penalty 2917.326302 = -627392.146887
  nChanged 3
		SP:Iteration 30Q (107988.550000 sec): 3 clusters
  Score: Raw -630309.904834 + Penalty 2917.326302 = -627392.578532
  nChanged 1
		SP:Iteration 31Q (107988.750000 sec): 3 clusters
  Score: Raw -630310.287838 + Penalty 2917.326302 = -627392.961536
  nChanged 1
		SP:Iteration 32Q (107988.950000 sec): 3 clusters
  Score: Raw -630310.333067 + Penalty 2917.326302 = -627393.006765
  nChanged 0
		SP:Iteration 33F (107989.190000 sec): 3 clusters
  Score: Raw -630310.333067 + Penalty 2917.326302 = -627393.006765
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (23911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107989.410000 sec): 2 clusters
  Score: Raw -2148149.411536 + Penalty 1638.340256 = -2146511.071280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107989.790000 sec): 3 clusters
  Score: Raw -2133706.911939 + Penalty 3276.680512 = -2130430.231427
  nChanged 10928
		SP:Iteration 1F (107990.150000 sec): 3 clusters
  Score: Raw -2141904.558264 + Penalty 3276.680512 = -2138627.877752
  nChanged 2897
		SP:Iteration 2F (107990.530000 sec): 3 clusters
  Score: Raw -2147341.075497 + Penalty 3276.680512 = -2144064.394985
  nChanged 3147
		SP:Iteration 3F (107990.910000 sec): 3 clusters
  Score: Raw -2153061.071366 + Penalty 3276.680512 = -2149784.390854
  nChanged 2123
		SP:Iteration 4F (107991.340000 sec): 3 clusters
  Score: Raw -2155184.545161 + Penalty 3276.680512 = -2151907.864649
  nChanged 1136
		SP:Iteration 5Q (107991.640000 sec): 3 clusters
  Score: Raw -2156092.717656 + Penalty 3276.680512 = -2152816.037144
  nChanged 719
		SP:Iteration 6Q (107992.030000 sec): 3 clusters
  Score: Raw -2156725.800396 + Penalty 3276.680512 = -2153449.119884
  nChanged 528
		SP:Iteration 7Q (107992.360000 sec): 3 clusters
  Score: Raw -2157272.116259 + Penalty 3276.680512 = -2153995.435747
  nChanged 418
		SP:Iteration 8Q (107992.700000 sec): 3 clusters
  Score: Raw -2157775.058861 + Penalty 3276.680512 = -2154498.378349
  nChanged 322
		SP:Iteration 9Q (107993.030000 sec): 3 clusters
  Score: Raw -2158207.587073 + Penalty 3276.680512 = -2154930.906561
  nChanged 307
		SP:Iteration 10Q (107993.340000 sec): 3 clusters
  Score: Raw -2158619.229531 + Penalty 3276.680512 = -2155342.549019
  nChanged 261
		SP:Iteration 11Q (107993.670000 sec): 3 clusters
  Score: Raw -2158932.977441 + Penalty 3276.680512 = -2155656.296929
  nChanged 174
		SP:Iteration 12Q (107994.050000 sec): 3 clusters
  Score: Raw -2159094.928136 + Penalty 3276.680512 = -2155818.247624
  nChanged 137
		SP:Iteration 13Q (107994.430000 sec): 3 clusters
  Score: Raw -2159188.078443 + Penalty 3276.680512 = -2155911.397931
  nChanged 92
		SP:Iteration 14Q (107994.810000 sec): 3 clusters
  Score: Raw -2159236.043628 + Penalty 3276.680512 = -2155959.363116
  nChanged 62
		SP:Iteration 15Q (107995.190000 sec): 3 clusters
  Score: Raw -2159265.038320 + Penalty 3276.680512 = -2155988.357808
  nChanged 28
		SP:Iteration 16Q (107995.570000 sec): 3 clusters
  Score: Raw -2159274.134830 + Penalty 3276.680512 = -2155997.454318
  nChanged 24
		SP:Iteration 17Q (107995.950000 sec): 3 clusters
  Score: Raw -2159282.139482 + Penalty 3276.680512 = -2156005.458970
  nChanged 18
		SP:Iteration 18Q (107996.240000 sec): 3 clusters
  Score: Raw -2159285.416368 + Penalty 3276.680512 = -2156008.735856
  nChanged 14
		SP:Iteration 19Q (107996.510000 sec): 3 clusters
  Score: Raw -2159287.275527 + Penalty 3276.680512 = -2156010.595015
  nChanged 12
		SP:Iteration 20F (107996.910000 sec): 3 clusters
  Score: Raw -2159288.874237 + Penalty 3276.680512 = -2156012.193725
  nChanged 12
		SP:Iteration 21Q (107997.240000 sec): 3 clusters
  Score: Raw -2159290.486641 + Penalty 3276.680512 = -2156013.806129
  nChanged 6
		SP:Iteration 22Q (107997.570000 sec): 3 clusters
  Score: Raw -2159290.985337 + Penalty 3276.680512 = -2156014.304825
  nChanged 4
		SP:Iteration 23Q (107997.910000 sec): 3 clusters
  Score: Raw -2159291.273950 + Penalty 3276.680512 = -2156014.593438
  nChanged 5
		SP:Iteration 24Q (107998.240000 sec): 3 clusters
  Score: Raw -2159291.557067 + Penalty 3276.680512 = -2156014.876555
  nChanged 2
		SP:Iteration 25Q (107998.570000 sec): 3 clusters
  Score: Raw -2159291.722644 + Penalty 3276.680512 = -2156015.042132
  nChanged 4
		SP:Iteration 26Q (107998.880000 sec): 3 clusters
  Score: Raw -2159292.057094 + Penalty 3276.680512 = -2156015.376582
  nChanged 2
		SP:Iteration 27Q (107999.200000 sec): 3 clusters
  Score: Raw -2159292.139042 + Penalty 3276.680512 = -2156015.458530
  nChanged 1
		SP:Iteration 28Q (107999.480000 sec): 3 clusters
  Score: Raw -2159292.207120 + Penalty 3276.680512 = -2156015.526608
  nChanged 4
		SP:Iteration 29Q (107999.750000 sec): 3 clusters
  Score: Raw -2159292.449302 + Penalty 3276.680512 = -2156015.768790
  nChanged 2
		SP:Iteration 30Q (108000.010000 sec): 3 clusters
  Score: Raw -2159292.563796 + Penalty 3276.680512 = -2156015.883284
  nChanged 0
		SP:Iteration 31F (108000.400000 sec): 3 clusters
  Score: Raw -2159292.563796 + Penalty 3276.680512 = -2156015.883284
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (9679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108000.550000 sec): 2 clusters
  Score: Raw -729308.705229 + Penalty 1491.378504 = -727817.326726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108000.770000 sec): 3 clusters
  Score: Raw -723950.893599 + Penalty 2982.757007 = -720968.136592
  nChanged 4132
		SP:Iteration 1F (108001.000000 sec): 3 clusters
  Score: Raw -727379.368050 + Penalty 2982.757007 = -724396.611042
  nChanged 1162
		SP:Iteration 2F (108001.230000 sec): 3 clusters
  Score: Raw -729182.870762 + Penalty 2982.757007 = -726200.113755
  nChanged 1050
		SP:Iteration 3F (108001.450000 sec): 3 clusters
  Score: Raw -730531.399098 + Penalty 2982.757007 = -727548.642091
  nChanged 770
		SP:Iteration 4F (108001.680000 sec): 3 clusters
  Score: Raw -731176.818841 + Penalty 2982.757007 = -728194.061833
  nChanged 471
		SP:Iteration 5Q (108001.910000 sec): 3 clusters
  Score: Raw -731502.466751 + Penalty 2982.757007 = -728519.709744
  nChanged 370
		SP:Iteration 6Q (108002.140000 sec): 3 clusters
  Score: Raw -731844.978927 + Penalty 2982.757007 = -728862.221920
  nChanged 354
		SP:Iteration 7Q (108002.370000 sec): 3 clusters
  Score: Raw -732231.899395 + Penalty 2982.757007 = -729249.142387
  nChanged 305
		SP:Iteration 8Q (108002.590000 sec): 3 clusters
  Score: Raw -732490.711731 + Penalty 2982.757007 = -729507.954724
  nChanged 234
		SP:Iteration 9Q (108002.820000 sec): 3 clusters
  Score: Raw -732644.395290 + Penalty 2982.757007 = -729661.638283
  nChanged 182
		SP:Iteration 10Q (108003.050000 sec): 3 clusters
  Score: Raw -732736.157039 + Penalty 2982.757007 = -729753.400031
  nChanged 124
		SP:Iteration 11Q (108003.280000 sec): 3 clusters
  Score: Raw -732783.751788 + Penalty 2982.757007 = -729800.994780
  nChanged 93
		SP:Iteration 12Q (108003.500000 sec): 3 clusters
  Score: Raw -732814.233571 + Penalty 2982.757007 = -729831.476563
  nChanged 64
		SP:Iteration 13Q (108003.730000 sec): 3 clusters
  Score: Raw -732828.519623 + Penalty 2982.757007 = -729845.762615
  nChanged 41
		SP:Iteration 14Q (108003.960000 sec): 3 clusters
  Score: Raw -732837.414658 + Penalty 2982.757007 = -729854.657650
  nChanged 44
		SP:Iteration 15Q (108004.190000 sec): 3 clusters
  Score: Raw -732847.201214 + Penalty 2982.757007 = -729864.444206
  nChanged 34
		SP:Iteration 16Q (108004.410000 sec): 3 clusters
  Score: Raw -732853.365234 + Penalty 2982.757007 = -729870.608226
  nChanged 17
		SP:Iteration 17Q (108004.640000 sec): 3 clusters
  Score: Raw -732856.542874 + Penalty 2982.757007 = -729873.785866
  nChanged 17
		SP:Iteration 18Q (108004.870000 sec): 3 clusters
  Score: Raw -732858.924917 + Penalty 2982.757007 = -729876.167909
  nChanged 9
		SP:Iteration 19Q (108005.100000 sec): 3 clusters
  Score: Raw -732860.229747 + Penalty 2982.757007 = -729877.472740
  nChanged 12
		SP:Iteration 20F (108005.330000 sec): 3 clusters
  Score: Raw -732861.876425 + Penalty 2982.757007 = -729879.119418
  nChanged 9
		SP:Iteration 21Q (108005.560000 sec): 3 clusters
  Score: Raw -732863.141076 + Penalty 2982.757007 = -729880.384068
  nChanged 5
		SP:Iteration 22Q (108005.780000 sec): 3 clusters
  Score: Raw -732864.162243 + Penalty 2982.757007 = -729881.405235
  nChanged 7
		SP:Iteration 23Q (108006.010000 sec): 3 clusters
  Score: Raw -732864.824116 + Penalty 2982.757007 = -729882.067108
  nChanged 7
		SP:Iteration 24Q (108006.240000 sec): 3 clusters
  Score: Raw -732866.066140 + Penalty 2982.757007 = -729883.309133
  nChanged 12
		SP:Iteration 25Q (108006.470000 sec): 3 clusters
  Score: Raw -732867.788169 + Penalty 2982.757007 = -729885.031161
  nChanged 15
		SP:Iteration 26Q (108006.700000 sec): 3 clusters
  Score: Raw -732869.814105 + Penalty 2982.757007 = -729887.057098
  nChanged 10
		SP:Iteration 27Q (108006.920000 sec): 3 clusters
  Score: Raw -732871.414109 + Penalty 2982.757007 = -729888.657101
  nChanged 9
		SP:Iteration 28Q (108007.150000 sec): 3 clusters
  Score: Raw -732873.209097 + Penalty 2982.757007 = -729890.452090
  nChanged 14
		SP:Iteration 29Q (108007.380000 sec): 3 clusters
  Score: Raw -732877.097626 + Penalty 2982.757007 = -729894.340619
  nChanged 17
		SP:Iteration 30Q (108007.560000 sec): 3 clusters
  Score: Raw -732881.264500 + Penalty 2982.757007 = -729898.507493
  nChanged 11
		SP:Iteration 31Q (108007.800000 sec): 3 clusters
  Score: Raw -732883.409270 + Penalty 2982.757007 = -729900.652263
  nChanged 8
		SP:Iteration 32Q (108008.030000 sec): 3 clusters
  Score: Raw -732884.363671 + Penalty 2982.757007 = -729901.606664
  nChanged 7
		SP:Iteration 33Q (108008.170000 sec): 3 clusters
  Score: Raw -732885.281222 + Penalty 2982.757007 = -729902.524215
  nChanged 6
		SP:Iteration 34Q (108008.320000 sec): 3 clusters
  Score: Raw -732885.850678 + Penalty 2982.757007 = -729903.093671
  nChanged 7
		SP:Iteration 35Q (108008.460000 sec): 3 clusters
  Score: Raw -732886.614136 + Penalty 2982.757007 = -729903.857129
  nChanged 6
		SP:Iteration 36Q (108008.600000 sec): 3 clusters
  Score: Raw -732887.810409 + Penalty 2982.757007 = -729905.053401
  nChanged 5
		SP:Iteration 37Q (108008.760000 sec): 3 clusters
  Score: Raw -732888.361395 + Penalty 2982.757007 = -729905.604388
  nChanged 2
		SP:Iteration 38Q (108009.020000 sec): 3 clusters
  Score: Raw -732888.646449 + Penalty 2982.757007 = -729905.889442
  nChanged 2
		SP:Iteration 39Q (108009.200000 sec): 3 clusters
  Score: Raw -732888.731214 + Penalty 2982.757007 = -729905.974207
  nChanged 0
		SP:Iteration 40F (108009.430000 sec): 3 clusters
  Score: Raw -732888.731214 + Penalty 2982.757007 = -729905.974207
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (11998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108009.610000 sec): 2 clusters
  Score: Raw -965247.081652 + Penalty 1526.280478 = -963720.801174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108009.860000 sec): 3 clusters
  Score: Raw -958450.657704 + Penalty 3052.560956 = -955398.096748
  nChanged 5311
		SP:Iteration 1F (108010.100000 sec): 3 clusters
  Score: Raw -962153.309879 + Penalty 3052.560956 = -959100.748923
  nChanged 1160
		SP:Iteration 2F (108010.350000 sec): 3 clusters
  Score: Raw -963441.741535 + Penalty 3052.560956 = -960389.180580
  nChanged 1163
		SP:Iteration 3F (108010.600000 sec): 3 clusters
  Score: Raw -964796.196098 + Penalty 3052.560956 = -961743.635142
  nChanged 972
		SP:Iteration 4F (108010.900000 sec): 3 clusters
  Score: Raw -965814.284371 + Penalty 3052.560956 = -962761.723415
  nChanged 718
		SP:Iteration 5F (108011.100000 sec): 3 clusters
  Score: Raw -966493.658617 + Penalty 3052.560956 = -963441.097661
  nChanged 558
		SP:Iteration 6Q (108011.360000 sec): 3 clusters
  Score: Raw -966970.018903 + Penalty 3052.560956 = -963917.457948
  nChanged 389
		SP:Iteration 7Q (108011.600000 sec): 3 clusters
  Score: Raw -967192.581432 + Penalty 3052.560956 = -964140.020476
  nChanged 269
		SP:Iteration 8Q (108011.840000 sec): 3 clusters
  Score: Raw -967327.229101 + Penalty 3052.560956 = -964274.668145
  nChanged 197
		SP:Iteration 9Q (108012.090000 sec): 3 clusters
  Score: Raw -967411.980652 + Penalty 3052.560956 = -964359.419697
  nChanged 149
		SP:Iteration 10Q (108012.240000 sec): 3 clusters
  Score: Raw -967474.940457 + Penalty 3052.560956 = -964422.379501
  nChanged 128
		SP:Iteration 11Q (108012.480000 sec): 3 clusters
  Score: Raw -967526.235146 + Penalty 3052.560956 = -964473.674190
  nChanged 103
		SP:Iteration 12Q (108012.690000 sec): 3 clusters
  Score: Raw -967567.996784 + Penalty 3052.560956 = -964515.435828
  nChanged 86
		SP:Iteration 13Q (108012.990000 sec): 3 clusters
  Score: Raw -967608.816562 + Penalty 3052.560956 = -964556.255606
  nChanged 80
		SP:Iteration 14Q (108013.160000 sec): 3 clusters
  Score: Raw -967643.383636 + Penalty 3052.560956 = -964590.822680
  nChanged 72
		SP:Iteration 15Q (108013.420000 sec): 3 clusters
  Score: Raw -967666.413553 + Penalty 3052.560956 = -964613.852597
  nChanged 61
		SP:Iteration 16Q (108013.720000 sec): 3 clusters
  Score: Raw -967680.823297 + Penalty 3052.560956 = -964628.262342
  nChanged 54
		SP:Iteration 17Q (108013.890000 sec): 3 clusters
  Score: Raw -967693.941156 + Penalty 3052.560956 = -964641.380200
  nChanged 53
		SP:Iteration 18Q (108014.140000 sec): 3 clusters
  Score: Raw -967705.232445 + Penalty 3052.560956 = -964652.671489
  nChanged 39
		SP:Iteration 19Q (108014.400000 sec): 3 clusters
  Score: Raw -967711.805590 + Penalty 3052.560956 = -964659.244634
  nChanged 28
		SP:Iteration 20F (108014.610000 sec): 3 clusters
  Score: Raw -967717.886254 + Penalty 3052.560956 = -964665.325298
  nChanged 14
		SP:Iteration 21Q (108014.820000 sec): 3 clusters
  Score: Raw -967720.778134 + Penalty 3052.560956 = -964668.217178
  nChanged 17
		SP:Iteration 22Q (108015.040000 sec): 3 clusters
  Score: Raw -967723.231383 + Penalty 3052.560956 = -964670.670427
  nChanged 23
		SP:Iteration 23Q (108015.240000 sec): 3 clusters
  Score: Raw -967726.976065 + Penalty 3052.560956 = -964674.415110
  nChanged 23
		SP:Iteration 24Q (108015.540000 sec): 3 clusters
  Score: Raw -967730.395417 + Penalty 3052.560956 = -964677.834461
  nChanged 14
		SP:Iteration 25Q (108015.720000 sec): 3 clusters
  Score: Raw -967732.283036 + Penalty 3052.560956 = -964679.722081
  nChanged 16
		SP:Iteration 26Q (108015.970000 sec): 3 clusters
  Score: Raw -967734.781906 + Penalty 3052.560956 = -964682.220950
  nChanged 24
		SP:Iteration 27Q (108016.220000 sec): 3 clusters
  Score: Raw -967738.881885 + Penalty 3052.560956 = -964686.320930
  nChanged 25
		SP:Iteration 28Q (108016.440000 sec): 3 clusters
  Score: Raw -967742.943337 + Penalty 3052.560956 = -964690.382381
  nChanged 24
		SP:Iteration 29Q (108016.590000 sec): 3 clusters
  Score: Raw -967748.508002 + Penalty 3052.560956 = -964695.947046
  nChanged 32
		SP:Iteration 30Q (108016.850000 sec): 3 clusters
  Score: Raw -967756.335254 + Penalty 3052.560956 = -964703.774298
  nChanged 31
		SP:Iteration 31Q (108017.080000 sec): 3 clusters
  Score: Raw -967762.458265 + Penalty 3052.560956 = -964709.897309
  nChanged 35
		SP:Iteration 32Q (108017.320000 sec): 3 clusters
  Score: Raw -967769.904950 + Penalty 3052.560956 = -964717.343994
  nChanged 32
		SP:Iteration 33Q (108017.540000 sec): 3 clusters
  Score: Raw -967777.848811 + Penalty 3052.560956 = -964725.287856
  nChanged 36
		SP:Iteration 34Q (108017.800000 sec): 3 clusters
  Score: Raw -967786.972218 + Penalty 3052.560956 = -964734.411262
  nChanged 31
		SP:Iteration 35Q (108018.050000 sec): 3 clusters
  Score: Raw -967794.974048 + Penalty 3052.560956 = -964742.413092
  nChanged 35
		SP:Iteration 36Q (108018.300000 sec): 3 clusters
  Score: Raw -967803.682924 + Penalty 3052.560956 = -964751.121969
  nChanged 41
		SP:Iteration 37Q (108018.550000 sec): 3 clusters
  Score: Raw -967812.488597 + Penalty 3052.560956 = -964759.927641
  nChanged 41
		SP:Iteration 38Q (108018.800000 sec): 3 clusters
  Score: Raw -967821.547930 + Penalty 3052.560956 = -964768.986975
  nChanged 42
		SP:Iteration 39Q (108019.050000 sec): 3 clusters
  Score: Raw -967833.487215 + Penalty 3052.560956 = -964780.926260
  nChanged 53
		SP:Iteration 40F (108019.270000 sec): 3 clusters
  Score: Raw -967852.700526 + Penalty 3052.560956 = -964800.139571
  nChanged 56
		SP:Iteration 41Q (108019.530000 sec): 3 clusters
  Score: Raw -967873.460441 + Penalty 3052.560956 = -964820.899485
  nChanged 57
		SP:Iteration 42Q (108019.780000 sec): 3 clusters
  Score: Raw -967896.940116 + Penalty 3052.560956 = -964844.379160
  nChanged 68
		SP:Iteration 43Q (108020.030000 sec): 3 clusters
  Score: Raw -967925.403107 + Penalty 3052.560956 = -964872.842152
  nChanged 65
		SP:Iteration 44Q (108020.280000 sec): 3 clusters
  Score: Raw -967952.516311 + Penalty 3052.560956 = -964899.955355
  nChanged 70
		SP:Iteration 45Q (108020.530000 sec): 3 clusters
  Score: Raw -967981.034819 + Penalty 3052.560956 = -964928.473863
  nChanged 61
		SP:Iteration 46Q (108020.780000 sec): 3 clusters
  Score: Raw -968006.020521 + Penalty 3052.560956 = -964953.459566
  nChanged 68
		SP:Iteration 47Q (108021.030000 sec): 3 clusters
  Score: Raw -968030.668876 + Penalty 3052.560956 = -964978.107920
  nChanged 55
		SP:Iteration 48Q (108021.280000 sec): 3 clusters
  Score: Raw -968052.453504 + Penalty 3052.560956 = -964999.892549
  nChanged 62
		SP:Iteration 49Q (108021.580000 sec): 3 clusters
  Score: Raw -968078.689556 + Penalty 3052.560956 = -965026.128600
  nChanged 59
		SP:Iteration 50Q (108021.800000 sec): 3 clusters
  Score: Raw -968106.918686 + Penalty 3052.560956 = -965054.357730
  nChanged 58
		SP:Iteration 51Q (108022.010000 sec): 3 clusters
  Score: Raw -968135.784990 + Penalty 3052.560956 = -965083.224035
  nChanged 56
		SP:Iteration 52Q (108022.220000 sec): 3 clusters
  Score: Raw -968158.085737 + Penalty 3052.560956 = -965105.524782
  nChanged 50
		SP:Iteration 53Q (108022.380000 sec): 3 clusters
  Score: Raw -968175.602111 + Penalty 3052.560956 = -965123.041156
  nChanged 45
		SP:Iteration 54Q (108022.620000 sec): 3 clusters
  Score: Raw -968190.641513 + Penalty 3052.560956 = -965138.080558
  nChanged 38
		SP:Iteration 55Q (108022.870000 sec): 3 clusters
  Score: Raw -968201.664968 + Penalty 3052.560956 = -965149.104012
  nChanged 37
		SP:Iteration 56Q (108023.120000 sec): 3 clusters
  Score: Raw -968210.419081 + Penalty 3052.560956 = -965157.858125
  nChanged 33
		SP:Iteration 57Q (108023.370000 sec): 3 clusters
  Score: Raw -968219.721237 + Penalty 3052.560956 = -965167.160282
  nChanged 29
		SP:Iteration 58Q (108023.630000 sec): 3 clusters
  Score: Raw -968228.758808 + Penalty 3052.560956 = -965176.197853
  nChanged 23
		SP:Iteration 59Q (108023.780000 sec): 3 clusters
  Score: Raw -968233.959493 + Penalty 3052.560956 = -965181.398538
  nChanged 20
		SP:Iteration 60F (108024.060000 sec): 3 clusters
  Score: Raw -968237.245117 + Penalty 3052.560956 = -965184.684161
  nChanged 10
		SP:Iteration 61Q (108024.310000 sec): 3 clusters
  Score: Raw -968238.599522 + Penalty 3052.560956 = -965186.038567
  nChanged 12
		SP:Iteration 62Q (108024.560000 sec): 3 clusters
  Score: Raw -968240.585355 + Penalty 3052.560956 = -965188.024399
  nChanged 11
		SP:Iteration 63Q (108024.820000 sec): 3 clusters
  Score: Raw -968243.174300 + Penalty 3052.560956 = -965190.613344
  nChanged 12
		SP:Iteration 64Q (108025.070000 sec): 3 clusters
  Score: Raw -968245.471129 + Penalty 3052.560956 = -965192.910173
  nChanged 9
		SP:Iteration 65Q (108025.320000 sec): 3 clusters
  Score: Raw -968246.855411 + Penalty 3052.560956 = -965194.294455
  nChanged 4
		SP:Iteration 66Q (108025.580000 sec): 3 clusters
  Score: Raw -968247.712594 + Penalty 3052.560956 = -965195.151639
  nChanged 3
		SP:Iteration 67Q (108025.830000 sec): 3 clusters
  Score: Raw -968248.235306 + Penalty 3052.560956 = -965195.674350
  nChanged 4
		SP:Iteration 68Q (108026.080000 sec): 3 clusters
  Score: Raw -968249.426818 + Penalty 3052.560956 = -965196.865862
  nChanged 4
		SP:Iteration 69Q (108026.340000 sec): 3 clusters
  Score: Raw -968250.141968 + Penalty 3052.560956 = -965197.581012
  nChanged 4
		SP:Iteration 70Q (108026.550000 sec): 3 clusters
  Score: Raw -968250.746916 + Penalty 3052.560956 = -965198.185960
  nChanged 6
		SP:Iteration 71Q (108026.760000 sec): 3 clusters
  Score: Raw -968251.403174 + Penalty 3052.560956 = -965198.842218
  nChanged 3
		SP:Iteration 72Q (108026.970000 sec): 3 clusters
  Score: Raw -968252.056697 + Penalty 3052.560956 = -965199.495742
  nChanged 4
		SP:Iteration 73Q (108027.270000 sec): 3 clusters
  Score: Raw -968252.572539 + Penalty 3052.560956 = -965200.011583
  nChanged 2
		SP:Iteration 74Q (108027.490000 sec): 3 clusters
  Score: Raw -968252.784908 + Penalty 3052.560956 = -965200.223953
  nChanged 3
		SP:Iteration 75Q (108027.740000 sec): 3 clusters
  Score: Raw -968253.156661 + Penalty 3052.560956 = -965200.595705
  nChanged 0
		SP:Iteration 76F (108027.990000 sec): 3 clusters
  Score: Raw -968253.156661 + Penalty 3052.560956 = -965200.595705
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (13584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108028.130000 sec): 2 clusters
  Score: Raw -1062758.468884 + Penalty 1546.455285 = -1061212.013599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108028.440000 sec): 3 clusters
  Score: Raw -1054960.315778 + Penalty 3092.910570 = -1051867.405208
  nChanged 5948
		SP:Iteration 1F (108028.720000 sec): 3 clusters
  Score: Raw -1059305.705102 + Penalty 3092.910570 = -1056212.794532
  nChanged 1551
		SP:Iteration 2F (108029.010000 sec): 3 clusters
  Score: Raw -1061063.577560 + Penalty 3092.910570 = -1057970.666989
  nChanged 1388
		SP:Iteration 3F (108029.260000 sec): 3 clusters
  Score: Raw -1062426.113695 + Penalty 3092.910570 = -1059333.203124
  nChanged 1013
		SP:Iteration 4F (108029.500000 sec): 3 clusters
  Score: Raw -1063208.816782 + Penalty 3092.910570 = -1060115.906212
  nChanged 692
		SP:Iteration 5F (108029.790000 sec): 3 clusters
  Score: Raw -1063656.166633 + Penalty 3092.910570 = -1060563.256063
  nChanged 497
		SP:Iteration 6Q (108030.070000 sec): 3 clusters
  Score: Raw -1063896.957531 + Penalty 3092.910570 = -1060804.046961
  nChanged 366
		SP:Iteration 7Q (108030.390000 sec): 3 clusters
  Score: Raw -1064036.508944 + Penalty 3092.910570 = -1060943.598374
  nChanged 273
		SP:Iteration 8Q (108030.620000 sec): 3 clusters
  Score: Raw -1064128.261480 + Penalty 3092.910570 = -1061035.350910
  nChanged 205
		SP:Iteration 9Q (108030.820000 sec): 3 clusters
  Score: Raw -1064190.291734 + Penalty 3092.910570 = -1061097.381163
  nChanged 171
		SP:Iteration 10Q (108030.990000 sec): 3 clusters
  Score: Raw -1064245.735239 + Penalty 3092.910570 = -1061152.824668
  nChanged 160
		SP:Iteration 11Q (108031.300000 sec): 3 clusters
  Score: Raw -1064295.210299 + Penalty 3092.910570 = -1061202.299729
  nChanged 161
		SP:Iteration 12Q (108031.550000 sec): 3 clusters
  Score: Raw -1064349.335754 + Penalty 3092.910570 = -1061256.425184
  nChanged 155
		SP:Iteration 13Q (108031.830000 sec): 3 clusters
  Score: Raw -1064398.884918 + Penalty 3092.910570 = -1061305.974348
  nChanged 133
		SP:Iteration 14Q (108032.000000 sec): 3 clusters
  Score: Raw -1064439.754507 + Penalty 3092.910570 = -1061346.843937
  nChanged 138
		SP:Iteration 15Q (108032.270000 sec): 3 clusters
  Score: Raw -1064482.353424 + Penalty 3092.910570 = -1061389.442853
  nChanged 135
		SP:Iteration 16Q (108032.560000 sec): 3 clusters
  Score: Raw -1064520.734014 + Penalty 3092.910570 = -1061427.823443
  nChanged 135
		SP:Iteration 17Q (108032.840000 sec): 3 clusters
  Score: Raw -1064559.737552 + Penalty 3092.910570 = -1061466.826982
  nChanged 121
		SP:Iteration 18Q (108033.110000 sec): 3 clusters
  Score: Raw -1064596.842985 + Penalty 3092.910570 = -1061503.932414
  nChanged 126
		SP:Iteration 19Q (108033.410000 sec): 3 clusters
  Score: Raw -1064634.288586 + Penalty 3092.910570 = -1061541.378015
  nChanged 136
		SP:Iteration 20F (108033.690000 sec): 3 clusters
  Score: Raw -1064682.404211 + Penalty 3092.910570 = -1061589.493641
  nChanged 130
		SP:Iteration 21Q (108033.980000 sec): 3 clusters
  Score: Raw -1064723.420901 + Penalty 3092.910570 = -1061630.510331
  nChanged 116
		SP:Iteration 22Q (108034.260000 sec): 3 clusters
  Score: Raw -1064755.704389 + Penalty 3092.910570 = -1061662.793819
  nChanged 110
		SP:Iteration 23Q (108034.540000 sec): 3 clusters
  Score: Raw -1064785.328549 + Penalty 3092.910570 = -1061692.417979
  nChanged 104
		SP:Iteration 24Q (108034.820000 sec): 3 clusters
  Score: Raw -1064813.685677 + Penalty 3092.910570 = -1061720.775107
  nChanged 89
		SP:Iteration 25Q (108035.110000 sec): 3 clusters
  Score: Raw -1064830.169050 + Penalty 3092.910570 = -1061737.258480
  nChanged 77
		SP:Iteration 26Q (108035.390000 sec): 3 clusters
  Score: Raw -1064848.938882 + Penalty 3092.910570 = -1061756.028312
  nChanged 84
		SP:Iteration 27Q (108035.670000 sec): 3 clusters
  Score: Raw -1064865.228923 + Penalty 3092.910570 = -1061772.318353
  nChanged 85
		SP:Iteration 28Q (108035.950000 sec): 3 clusters
  Score: Raw -1064882.909867 + Penalty 3092.910570 = -1061789.999297
  nChanged 86
		SP:Iteration 29Q (108036.230000 sec): 3 clusters
  Score: Raw -1064897.621845 + Penalty 3092.910570 = -1061804.711274
  nChanged 68
		SP:Iteration 30Q (108036.520000 sec): 3 clusters
  Score: Raw -1064909.133489 + Penalty 3092.910570 = -1061816.222918
  nChanged 46
		SP:Iteration 31Q (108036.820000 sec): 3 clusters
  Score: Raw -1064915.047704 + Penalty 3092.910570 = -1061822.137133
  nChanged 31
		SP:Iteration 32Q (108037.140000 sec): 3 clusters
  Score: Raw -1064919.008298 + Penalty 3092.910570 = -1061826.097728
  nChanged 35
		SP:Iteration 33Q (108037.380000 sec): 3 clusters
  Score: Raw -1064924.186039 + Penalty 3092.910570 = -1061831.275469
  nChanged 37
		SP:Iteration 34Q (108037.670000 sec): 3 clusters
  Score: Raw -1064929.097182 + Penalty 3092.910570 = -1061836.186611
  nChanged 28
		SP:Iteration 35Q (108037.950000 sec): 3 clusters
  Score: Raw -1064932.896237 + Penalty 3092.910570 = -1061839.985667
  nChanged 37
		SP:Iteration 36Q (108038.240000 sec): 3 clusters
  Score: Raw -1064937.875327 + Penalty 3092.910570 = -1061844.964757
  nChanged 33
		SP:Iteration 37Q (108038.530000 sec): 3 clusters
  Score: Raw -1064941.353232 + Penalty 3092.910570 = -1061848.442662
  nChanged 24
		SP:Iteration 38Q (108038.820000 sec): 3 clusters
  Score: Raw -1064944.172554 + Penalty 3092.910570 = -1061851.261983
  nChanged 18
		SP:Iteration 39Q (108039.100000 sec): 3 clusters
  Score: Raw -1064946.142208 + Penalty 3092.910570 = -1061853.231638
  nChanged 7
		SP:Iteration 40F (108039.390000 sec): 3 clusters
  Score: Raw -1064947.065878 + Penalty 3092.910570 = -1061854.155307
  nChanged 6
		SP:Iteration 41Q (108039.630000 sec): 3 clusters
  Score: Raw -1064947.794823 + Penalty 3092.910570 = -1061854.884252
  nChanged 8
		SP:Iteration 42Q (108039.920000 sec): 3 clusters
  Score: Raw -1064948.359207 + Penalty 3092.910570 = -1061855.448637
  nChanged 12
		SP:Iteration 43Q (108040.210000 sec): 3 clusters
  Score: Raw -1064949.081159 + Penalty 3092.910570 = -1061856.170589
  nChanged 6
		SP:Iteration 44Q (108040.490000 sec): 3 clusters
  Score: Raw -1064949.805384 + Penalty 3092.910570 = -1061856.894814
  nChanged 9
		SP:Iteration 45Q (108040.770000 sec): 3 clusters
  Score: Raw -1064950.833461 + Penalty 3092.910570 = -1061857.922891
  nChanged 9
		SP:Iteration 46Q (108041.050000 sec): 3 clusters
  Score: Raw -1064952.462095 + Penalty 3092.910570 = -1061859.551525
  nChanged 10
		SP:Iteration 47Q (108041.330000 sec): 3 clusters
  Score: Raw -1064953.631384 + Penalty 3092.910570 = -1061860.720814
  nChanged 13
		SP:Iteration 48Q (108041.610000 sec): 3 clusters
  Score: Raw -1064955.225620 + Penalty 3092.910570 = -1061862.315050
  nChanged 10
		SP:Iteration 49Q (108041.890000 sec): 3 clusters
  Score: Raw -1064956.107389 + Penalty 3092.910570 = -1061863.196818
  nChanged 7
		SP:Iteration 50Q (108042.170000 sec): 3 clusters
  Score: Raw -1064956.734036 + Penalty 3092.910570 = -1061863.823465
  nChanged 4
		SP:Iteration 51Q (108042.460000 sec): 3 clusters
  Score: Raw -1064957.000563 + Penalty 3092.910570 = -1061864.089993
  nChanged 7
		SP:Iteration 52Q (108042.750000 sec): 3 clusters
  Score: Raw -1064957.631416 + Penalty 3092.910570 = -1061864.720846
  nChanged 8
		SP:Iteration 53Q (108043.030000 sec): 3 clusters
  Score: Raw -1064958.195931 + Penalty 3092.910570 = -1061865.285360
  nChanged 9
		SP:Iteration 54Q (108043.320000 sec): 3 clusters
  Score: Raw -1064959.281317 + Penalty 3092.910570 = -1061866.370747
  nChanged 12
		SP:Iteration 55Q (108043.490000 sec): 3 clusters
  Score: Raw -1064960.629530 + Penalty 3092.910570 = -1061867.718959
  nChanged 7
		SP:Iteration 56Q (108043.800000 sec): 3 clusters
  Score: Raw -1064961.541292 + Penalty 3092.910570 = -1061868.630722
  nChanged 9
		SP:Iteration 57Q (108044.050000 sec): 3 clusters
  Score: Raw -1064962.361067 + Penalty 3092.910570 = -1061869.450497
  nChanged 10
		SP:Iteration 58Q (108044.330000 sec): 3 clusters
  Score: Raw -1064962.780562 + Penalty 3092.910570 = -1061869.869991
  nChanged 6
		SP:Iteration 59Q (108044.620000 sec): 3 clusters
  Score: Raw -1064963.313586 + Penalty 3092.910570 = -1061870.403015
  nChanged 3
		SP:Iteration 60F (108044.900000 sec): 3 clusters
  Score: Raw -1064963.442325 + Penalty 3092.910570 = -1061870.531755
  nChanged 2
		SP:Iteration 61Q (108045.220000 sec): 3 clusters
  Score: Raw -1064963.601554 + Penalty 3092.910570 = -1061870.690984
  nChanged 2
		SP:Iteration 62Q (108045.460000 sec): 3 clusters
  Score: Raw -1064963.684296 + Penalty 3092.910570 = -1061870.773726
  nChanged 1
		SP:Iteration 63Q (108045.750000 sec): 3 clusters
  Score: Raw -1064963.760144 + Penalty 3092.910570 = -1061870.849573
  nChanged 4
		SP:Iteration 64Q (108046.040000 sec): 3 clusters
  Score: Raw -1064964.283519 + Penalty 3092.910570 = -1061871.372948
  nChanged 8
		SP:Iteration 65Q (108046.330000 sec): 3 clusters
  Score: Raw -1064966.178503 + Penalty 3092.910570 = -1061873.267933
  nChanged 15
		SP:Iteration 66Q (108046.620000 sec): 3 clusters
  Score: Raw -1064969.061530 + Penalty 3092.910570 = -1061876.150960
  nChanged 14
		SP:Iteration 67Q (108046.900000 sec): 3 clusters
  Score: Raw -1064972.474859 + Penalty 3092.910570 = -1061879.564289
  nChanged 22
		SP:Iteration 68Q (108047.190000 sec): 3 clusters
  Score: Raw -1064980.985084 + Penalty 3092.910570 = -1061888.074513
  nChanged 43
		SP:Iteration 69Q (108047.480000 sec): 3 clusters
  Score: Raw -1064994.870606 + Penalty 3092.910570 = -1061901.960036
  nChanged 46
		SP:Iteration 70Q (108047.760000 sec): 3 clusters
  Score: Raw -1065014.605775 + Penalty 3092.910570 = -1061921.695204
  nChanged 58
		SP:Iteration 71Q (108048.050000 sec): 3 clusters
  Score: Raw -1065041.178826 + Penalty 3092.910570 = -1061948.268255
  nChanged 59
		SP:Iteration 72Q (108048.340000 sec): 3 clusters
  Score: Raw -1065074.082549 + Penalty 3092.910570 = -1061981.171978
  nChanged 73
		SP:Iteration 73Q (108048.620000 sec): 3 clusters
  Score: Raw -1065102.701303 + Penalty 3092.910570 = -1062009.790732
  nChanged 86
		SP:Iteration 74Q (108048.910000 sec): 3 clusters
  Score: Raw -1065131.075964 + Penalty 3092.910570 = -1062038.165394
  nChanged 75
		SP:Iteration 75Q (108049.200000 sec): 3 clusters
  Score: Raw -1065150.589343 + Penalty 3092.910570 = -1062057.678773
  nChanged 63
		SP:Iteration 76Q (108049.490000 sec): 3 clusters
  Score: Raw -1065163.065793 + Penalty 3092.910570 = -1062070.155223
  nChanged 57
		SP:Iteration 77Q (108049.780000 sec): 3 clusters
  Score: Raw -1065174.977401 + Penalty 3092.910570 = -1062082.066831
  nChanged 51
		SP:Iteration 78Q (108050.070000 sec): 3 clusters
  Score: Raw -1065185.601512 + Penalty 3092.910570 = -1062092.690942
  nChanged 50
		SP:Iteration 79Q (108050.350000 sec): 3 clusters
  Score: Raw -1065196.230604 + Penalty 3092.910570 = -1062103.320033
  nChanged 41
		SP:Iteration 80F (108050.630000 sec): 3 clusters
  Score: Raw -1065201.550033 + Penalty 3092.910570 = -1062108.639462
  nChanged 28
		SP:Iteration 81Q (108050.910000 sec): 3 clusters
  Score: Raw -1065204.972372 + Penalty 3092.910570 = -1062112.061802
  nChanged 30
		SP:Iteration 82Q (108051.090000 sec): 3 clusters
  Score: Raw -1065208.221586 + Penalty 3092.910570 = -1062115.311016
  nChanged 32
		SP:Iteration 83Q (108051.390000 sec): 3 clusters
  Score: Raw -1065211.301749 + Penalty 3092.910570 = -1062118.391178
  nChanged 26
		SP:Iteration 84Q (108051.660000 sec): 3 clusters
  Score: Raw -1065214.065031 + Penalty 3092.910570 = -1062121.154460
  nChanged 23
		SP:Iteration 85Q (108051.940000 sec): 3 clusters
  Score: Raw -1065216.091409 + Penalty 3092.910570 = -1062123.180839
  nChanged 12
		SP:Iteration 86Q (108052.220000 sec): 3 clusters
  Score: Raw -1065216.974925 + Penalty 3092.910570 = -1062124.064355
  nChanged 7
		SP:Iteration 87Q (108052.510000 sec): 3 clusters
  Score: Raw -1065217.434446 + Penalty 3092.910570 = -1062124.523876
  nChanged 7
		SP:Iteration 88Q (108052.790000 sec): 3 clusters
  Score: Raw -1065218.074566 + Penalty 3092.910570 = -1062125.163996
  nChanged 9
		SP:Iteration 89Q (108053.070000 sec): 3 clusters
  Score: Raw -1065218.540277 + Penalty 3092.910570 = -1062125.629706
  nChanged 3
		SP:Iteration 90Q (108053.350000 sec): 3 clusters
  Score: Raw -1065218.653156 + Penalty 3092.910570 = -1062125.742585
  nChanged 0
		SP:Iteration 91F (108053.640000 sec): 3 clusters
  Score: Raw -1065218.653156 + Penalty 3092.910570 = -1062125.742585
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (18399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108053.820000 sec): 2 clusters
  Score: Raw -1800422.955600 + Penalty 1595.758384 = -1798827.197216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108054.170000 sec): 3 clusters
  Score: Raw -1789325.922430 + Penalty 3191.516768 = -1786134.405662
  nChanged 8284
		SP:Iteration 1F (108054.460000 sec): 3 clusters
  Score: Raw -1793909.143180 + Penalty 3191.516768 = -1790717.626412
  nChanged 995
		SP:Iteration 2F (108054.750000 sec): 3 clusters
  Score: Raw -1794367.861523 + Penalty 3191.516768 = -1791176.344755
  nChanged 1041
		SP:Iteration 3F (108055.040000 sec): 3 clusters
  Score: Raw -1795022.534471 + Penalty 3191.516768 = -1791831.017703
  nChanged 1173
		SP:Iteration 4F (108055.330000 sec): 3 clusters
  Score: Raw -1796103.518759 + Penalty 3191.516768 = -1792912.001991
  nChanged 1330
		SP:Iteration 5F (108055.620000 sec): 3 clusters
  Score: Raw -1797485.765225 + Penalty 3191.516768 = -1794294.248457
  nChanged 1329
		SP:Iteration 6F (108055.910000 sec): 3 clusters
  Score: Raw -1798750.794620 + Penalty 3191.516768 = -1795559.277852
  nChanged 1243
		SP:Iteration 7F (108056.200000 sec): 3 clusters
  Score: Raw -1799767.780530 + Penalty 3191.516768 = -1796576.263762
  nChanged 1038
		SP:Iteration 8F (108056.500000 sec): 3 clusters
  Score: Raw -1800505.762287 + Penalty 3191.516768 = -1797314.245519
  nChanged 863
		SP:Iteration 9Q (108056.790000 sec): 3 clusters
  Score: Raw -1801057.493712 + Penalty 3191.516768 = -1797865.976944
  nChanged 676
		SP:Iteration 10Q (108057.080000 sec): 3 clusters
  Score: Raw -1801390.978655 + Penalty 3191.516768 = -1798199.461887
  nChanged 474
		SP:Iteration 11Q (108057.370000 sec): 3 clusters
  Score: Raw -1801578.373770 + Penalty 3191.516768 = -1798386.857002
  nChanged 352
		SP:Iteration 12Q (108057.660000 sec): 3 clusters
  Score: Raw -1801709.444398 + Penalty 3191.516768 = -1798517.927629
  nChanged 306
		SP:Iteration 13Q (108057.960000 sec): 3 clusters
  Score: Raw -1801836.768347 + Penalty 3191.516768 = -1798645.251578
  nChanged 305
		SP:Iteration 14Q (108058.250000 sec): 3 clusters
  Score: Raw -1801974.478914 + Penalty 3191.516768 = -1798782.962146
  nChanged 312
		SP:Iteration 15Q (108058.580000 sec): 3 clusters
  Score: Raw -1802132.464322 + Penalty 3191.516768 = -1798940.947554
  nChanged 319
		SP:Iteration 16Q (108058.910000 sec): 3 clusters
  Score: Raw -1802324.670844 + Penalty 3191.516768 = -1799133.154076
  nChanged 335
		SP:Iteration 17Q (108059.210000 sec): 3 clusters
  Score: Raw -1802580.913671 + Penalty 3191.516768 = -1799389.396903
  nChanged 373
		SP:Iteration 18Q (108059.500000 sec): 3 clusters
  Score: Raw -1802918.626761 + Penalty 3191.516768 = -1799727.109993
  nChanged 393
		SP:Iteration 19Q (108059.800000 sec): 3 clusters
  Score: Raw -1803360.890090 + Penalty 3191.516768 = -1800169.373322
  nChanged 381
		SP:Iteration 20F (108060.090000 sec): 3 clusters
  Score: Raw -1803795.580445 + Penalty 3191.516768 = -1800604.063677
  nChanged 301
		SP:Iteration 21Q (108060.380000 sec): 3 clusters
  Score: Raw -1804069.978220 + Penalty 3191.516768 = -1800878.461452
  nChanged 226
		SP:Iteration 22Q (108060.680000 sec): 3 clusters
  Score: Raw -1804178.686610 + Penalty 3191.516768 = -1800987.169842
  nChanged 116
		SP:Iteration 23Q (108060.970000 sec): 3 clusters
  Score: Raw -1804207.128972 + Penalty 3191.516768 = -1801015.612204
  nChanged 59
		SP:Iteration 24Q (108061.260000 sec): 3 clusters
  Score: Raw -1804216.569210 + Penalty 3191.516768 = -1801025.052441
  nChanged 35
		SP:Iteration 25Q (108061.560000 sec): 3 clusters
  Score: Raw -1804220.604555 + Penalty 3191.516768 = -1801029.087787
  nChanged 23
		SP:Iteration 26Q (108061.850000 sec): 3 clusters
  Score: Raw -1804222.738781 + Penalty 3191.516768 = -1801031.222013
  nChanged 5
		SP:Iteration 27Q (108062.140000 sec): 3 clusters
  Score: Raw -1804223.045339 + Penalty 3191.516768 = -1801031.528571
  nChanged 3
		SP:Iteration 28Q (108062.440000 sec): 3 clusters
  Score: Raw -1804223.230512 + Penalty 3191.516768 = -1801031.713744
  nChanged 3
		SP:Iteration 29Q (108062.730000 sec): 3 clusters
  Score: Raw -1804223.387512 + Penalty 3191.516768 = -1801031.870744
  nChanged 0
		SP:Iteration 30F (108063.020000 sec): 3 clusters
  Score: Raw -1804223.387512 + Penalty 3191.516768 = -1801031.870744
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (10733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108063.160000 sec): 2 clusters
  Score: Raw -882239.936016 + Penalty 1508.175238 = -880731.760779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108063.380000 sec): 3 clusters
  Score: Raw -876147.893343 + Penalty 3016.350476 = -873131.542867
  nChanged 4754
		SP:Iteration 1F (108063.600000 sec): 3 clusters
  Score: Raw -879792.307323 + Penalty 3016.350476 = -876775.956847
  nChanged 1254
		SP:Iteration 2F (108063.820000 sec): 3 clusters
  Score: Raw -882485.412097 + Penalty 3016.350476 = -879469.061621
  nChanged 1447
		SP:Iteration 3F (108064.040000 sec): 3 clusters
  Score: Raw -885475.719077 + Penalty 3016.350476 = -882459.368602
  nChanged 1099
		SP:Iteration 4F (108064.260000 sec): 3 clusters
  Score: Raw -887146.280835 + Penalty 3016.350476 = -884129.930360
  nChanged 646
		SP:Iteration 5F (108064.480000 sec): 3 clusters
  Score: Raw -887750.609625 + Penalty 3016.350476 = -884734.259149
  nChanged 306
		SP:Iteration 6Q (108064.710000 sec): 3 clusters
  Score: Raw -887913.319203 + Penalty 3016.350476 = -884896.968727
  nChanged 151
		SP:Iteration 7Q (108064.930000 sec): 3 clusters
  Score: Raw -887961.997522 + Penalty 3016.350476 = -884945.647047
  nChanged 93
		SP:Iteration 8Q (108065.150000 sec): 3 clusters
  Score: Raw -887988.341678 + Penalty 3016.350476 = -884971.991202
  nChanged 77
		SP:Iteration 9Q (108065.370000 sec): 3 clusters
  Score: Raw -888012.678376 + Penalty 3016.350476 = -884996.327900
  nChanged 60
		SP:Iteration 10Q (108065.580000 sec): 3 clusters
  Score: Raw -888036.938746 + Penalty 3016.350476 = -885020.588270
  nChanged 69
		SP:Iteration 11Q (108065.800000 sec): 3 clusters
  Score: Raw -888079.276358 + Penalty 3016.350476 = -885062.925882
  nChanged 96
		SP:Iteration 12Q (108066.020000 sec): 3 clusters
  Score: Raw -888148.800866 + Penalty 3016.350476 = -885132.450391
  nChanged 95
		SP:Iteration 13Q (108066.240000 sec): 3 clusters
  Score: Raw -888203.714821 + Penalty 3016.350476 = -885187.364345
  nChanged 96
		SP:Iteration 14Q (108066.460000 sec): 3 clusters
  Score: Raw -888262.116649 + Penalty 3016.350476 = -885245.766173
  nChanged 97
		SP:Iteration 15Q (108066.680000 sec): 3 clusters
  Score: Raw -888307.957149 + Penalty 3016.350476 = -885291.606674
  nChanged 73
		SP:Iteration 16Q (108066.900000 sec): 3 clusters
  Score: Raw -888342.203607 + Penalty 3016.350476 = -885325.853132
  nChanged 67
		SP:Iteration 17Q (108067.120000 sec): 3 clusters
  Score: Raw -888366.434850 + Penalty 3016.350476 = -885350.084374
  nChanged 49
		SP:Iteration 18Q (108067.340000 sec): 3 clusters
  Score: Raw -888378.795653 + Penalty 3016.350476 = -885362.445178
  nChanged 31
		SP:Iteration 19Q (108067.560000 sec): 3 clusters
  Score: Raw -888383.989664 + Penalty 3016.350476 = -885367.639188
  nChanged 23
		SP:Iteration 20F (108067.720000 sec): 3 clusters
  Score: Raw -888387.883631 + Penalty 3016.350476 = -885371.533155
  nChanged 20
		SP:Iteration 21Q (108067.880000 sec): 3 clusters
  Score: Raw -888391.586021 + Penalty 3016.350476 = -885375.235546
  nChanged 21
		SP:Iteration 22Q (108068.080000 sec): 3 clusters
  Score: Raw -888394.778106 + Penalty 3016.350476 = -885378.427631
  nChanged 16
		SP:Iteration 23Q (108068.360000 sec): 3 clusters
  Score: Raw -888398.015951 + Penalty 3016.350476 = -885381.665475
  nChanged 13
		SP:Iteration 24Q (108068.580000 sec): 3 clusters
  Score: Raw -888399.548426 + Penalty 3016.350476 = -885383.197950
  nChanged 6
		SP:Iteration 25Q (108068.800000 sec): 3 clusters
  Score: Raw -888400.104642 + Penalty 3016.350476 = -885383.754166
  nChanged 2
		SP:Iteration 26Q (108069.010000 sec): 3 clusters
  Score: Raw -888400.656114 + Penalty 3016.350476 = -885384.305638
  nChanged 3
		SP:Iteration 27Q (108069.230000 sec): 3 clusters
  Score: Raw -888401.046026 + Penalty 3016.350476 = -885384.695551
  nChanged 1
		SP:Iteration 28Q (108069.440000 sec): 3 clusters
  Score: Raw -888401.087121 + Penalty 3016.350476 = -885384.736645
  nChanged 0
		SP:Iteration 29F (108069.670000 sec): 3 clusters
  Score: Raw -888401.087121 + Penalty 3016.350476 = -885384.736645
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (9371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108069.800000 sec): 2 clusters
  Score: Raw -750530.128146 + Penalty 1486.123453 = -749044.004693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108070.030000 sec): 3 clusters
  Score: Raw -745328.918629 + Penalty 2972.246905 = -742356.671724
  nChanged 4072
		SP:Iteration 1F (108070.210000 sec): 3 clusters
  Score: Raw -748169.776579 + Penalty 2972.246905 = -745197.529674
  nChanged 1051
		SP:Iteration 2F (108070.400000 sec): 3 clusters
  Score: Raw -749352.474627 + Penalty 2972.246905 = -746380.227722
  nChanged 897
		SP:Iteration 3F (108070.590000 sec): 3 clusters
  Score: Raw -750366.968945 + Penalty 2972.246905 = -747394.722040
  nChanged 743
		SP:Iteration 4F (108070.780000 sec): 3 clusters
  Score: Raw -751092.900516 + Penalty 2972.246905 = -748120.653611
  nChanged 563
		SP:Iteration 5F (108070.970000 sec): 3 clusters
  Score: Raw -751647.439950 + Penalty 2972.246905 = -748675.193045
  nChanged 477
		SP:Iteration 6F (108071.160000 sec): 3 clusters
  Score: Raw -752071.327191 + Penalty 2972.246905 = -749099.080286
  nChanged 376
		SP:Iteration 7Q (108071.350000 sec): 3 clusters
  Score: Raw -752309.017372 + Penalty 2972.246905 = -749336.770466
  nChanged 257
		SP:Iteration 8Q (108071.540000 sec): 3 clusters
  Score: Raw -752448.010927 + Penalty 2972.246905 = -749475.764022
  nChanged 199
		SP:Iteration 9Q (108071.730000 sec): 3 clusters
  Score: Raw -752525.730913 + Penalty 2972.246905 = -749553.484008
  nChanged 145
		SP:Iteration 10Q (108071.920000 sec): 3 clusters
  Score: Raw -752575.696528 + Penalty 2972.246905 = -749603.449623
  nChanged 109
		SP:Iteration 11Q (108072.110000 sec): 3 clusters
  Score: Raw -752613.644537 + Penalty 2972.246905 = -749641.397631
  nChanged 101
		SP:Iteration 12Q (108072.300000 sec): 3 clusters
  Score: Raw -752645.529091 + Penalty 2972.246905 = -749673.282186
  nChanged 86
		SP:Iteration 13Q (108072.490000 sec): 3 clusters
  Score: Raw -752671.829906 + Penalty 2972.246905 = -749699.583000
  nChanged 74
		SP:Iteration 14Q (108072.680000 sec): 3 clusters
  Score: Raw -752689.658656 + Penalty 2972.246905 = -749717.411750
  nChanged 76
		SP:Iteration 15Q (108072.870000 sec): 3 clusters
  Score: Raw -752712.665756 + Penalty 2972.246905 = -749740.418851
  nChanged 72
		SP:Iteration 16Q (108073.060000 sec): 3 clusters
  Score: Raw -752736.009387 + Penalty 2972.246905 = -749763.762482
  nChanged 91
		SP:Iteration 17Q (108073.250000 sec): 3 clusters
  Score: Raw -752760.971294 + Penalty 2972.246905 = -749788.724389
  nChanged 82
		SP:Iteration 18Q (108073.440000 sec): 3 clusters
  Score: Raw -752787.182476 + Penalty 2972.246905 = -749814.935571
  nChanged 80
		SP:Iteration 19Q (108073.630000 sec): 3 clusters
  Score: Raw -752811.062216 + Penalty 2972.246905 = -749838.815310
  nChanged 75
		SP:Iteration 20F (108073.820000 sec): 3 clusters
  Score: Raw -752834.821907 + Penalty 2972.246905 = -749862.575002
  nChanged 70
		SP:Iteration 21Q (108074.010000 sec): 3 clusters
  Score: Raw -752858.257742 + Penalty 2972.246905 = -749886.010837
  nChanged 73
		SP:Iteration 22Q (108074.200000 sec): 3 clusters
  Score: Raw -752879.144936 + Penalty 2972.246905 = -749906.898031
  nChanged 69
		SP:Iteration 23Q (108074.390000 sec): 3 clusters
  Score: Raw -752900.525726 + Penalty 2972.246905 = -749928.278821
  nChanged 67
		SP:Iteration 24Q (108074.580000 sec): 3 clusters
  Score: Raw -752921.765034 + Penalty 2972.246905 = -749949.518128
  nChanged 74
		SP:Iteration 25Q (108074.770000 sec): 3 clusters
  Score: Raw -752944.983345 + Penalty 2972.246905 = -749972.736440
  nChanged 61
		SP:Iteration 26Q (108074.960000 sec): 3 clusters
  Score: Raw -752962.632204 + Penalty 2972.246905 = -749990.385299
  nChanged 64
		SP:Iteration 27Q (108075.150000 sec): 3 clusters
  Score: Raw -752981.664635 + Penalty 2972.246905 = -750009.417730
  nChanged 61
		SP:Iteration 28Q (108075.340000 sec): 3 clusters
  Score: Raw -753003.427283 + Penalty 2972.246905 = -750031.180378
  nChanged 63
		SP:Iteration 29Q (108075.530000 sec): 3 clusters
  Score: Raw -753032.015231 + Penalty 2972.246905 = -750059.768326
  nChanged 79
		SP:Iteration 30Q (108075.720000 sec): 3 clusters
  Score: Raw -753072.871154 + Penalty 2972.246905 = -750100.624249
  nChanged 94
		SP:Iteration 31Q (108075.910000 sec): 3 clusters
  Score: Raw -753143.431704 + Penalty 2972.246905 = -750171.184798
  nChanged 112
		SP:Iteration 32Q (108076.100000 sec): 3 clusters
  Score: Raw -753267.664835 + Penalty 2972.246905 = -750295.417929
  nChanged 116
		SP:Iteration 33Q (108076.290000 sec): 3 clusters
  Score: Raw -753422.236693 + Penalty 2972.246905 = -750449.989788
  nChanged 125
		SP:Iteration 34Q (108076.480000 sec): 3 clusters
  Score: Raw -753564.546858 + Penalty 2972.246905 = -750592.299952
  nChanged 116
		SP:Iteration 35Q (108076.670000 sec): 3 clusters
  Score: Raw -753663.703355 + Penalty 2972.246905 = -750691.456449
  nChanged 108
		SP:Iteration 36Q (108076.870000 sec): 3 clusters
  Score: Raw -753766.058731 + Penalty 2972.246905 = -750793.811826
  nChanged 120
		SP:Iteration 37Q (108077.050000 sec): 3 clusters
  Score: Raw -753931.028674 + Penalty 2972.246905 = -750958.781768
  nChanged 169
		SP:Iteration 38Q (108077.280000 sec): 3 clusters
  Score: Raw -754255.044978 + Penalty 2972.246905 = -751282.798072
  nChanged 170
		SP:Iteration 39Q (108077.480000 sec): 3 clusters
  Score: Raw -754641.281691 + Penalty 2972.246905 = -751669.034786
  nChanged 146
		SP:Iteration 40F (108077.670000 sec): 3 clusters
  Score: Raw -755022.264348 + Penalty 2972.246905 = -752050.017442
  nChanged 136
		SP:Iteration 41Q (108077.850000 sec): 3 clusters
  Score: Raw -755225.692603 + Penalty 2972.246905 = -752253.445698
  nChanged 74
		SP:Iteration 42Q (108078.040000 sec): 3 clusters
  Score: Raw -755270.597127 + Penalty 2972.246905 = -752298.350222
  nChanged 40
		SP:Iteration 43Q (108078.230000 sec): 3 clusters
  Score: Raw -755282.824274 + Penalty 2972.246905 = -752310.577369
  nChanged 20
		SP:Iteration 44Q (108078.420000 sec): 3 clusters
  Score: Raw -755287.160668 + Penalty 2972.246905 = -752314.913763
  nChanged 6
		SP:Iteration 45Q (108078.610000 sec): 3 clusters
  Score: Raw -755288.372440 + Penalty 2972.246905 = -752316.125535
  nChanged 7
		SP:Iteration 46Q (108078.800000 sec): 3 clusters
  Score: Raw -755290.031919 + Penalty 2972.246905 = -752317.785013
  nChanged 4
		SP:Iteration 47Q (108078.990000 sec): 3 clusters
  Score: Raw -755290.713742 + Penalty 2972.246905 = -752318.466837
  nChanged 3
		SP:Iteration 48Q (108079.180000 sec): 3 clusters
  Score: Raw -755291.290800 + Penalty 2972.246905 = -752319.043895
  nChanged 2
		SP:Iteration 49Q (108079.370000 sec): 3 clusters
  Score: Raw -755291.759234 + Penalty 2972.246905 = -752319.512329
  nChanged 2
		SP:Iteration 50Q (108079.560000 sec): 3 clusters
  Score: Raw -755292.337122 + Penalty 2972.246905 = -752320.090216
  nChanged 0
		SP:Iteration 51F (108079.750000 sec): 3 clusters
  Score: Raw -755292.337122 + Penalty 2972.246905 = -752320.090216
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (16865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108079.920000 sec): 2 clusters
  Score: Raw -1351230.368786 + Penalty 1581.611809 = -1349648.756977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108080.200000 sec): 3 clusters
  Score: Raw -1341368.329815 + Penalty 3163.223618 = -1338205.106197
  nChanged 7501
		SP:Iteration 1F (108080.420000 sec): 3 clusters
  Score: Raw -1347040.716135 + Penalty 3163.223618 = -1343877.492517
  nChanged 1709
		SP:Iteration 2F (108080.700000 sec): 3 clusters
  Score: Raw -1349063.769319 + Penalty 3163.223618 = -1345900.545701
  nChanged 1747
		SP:Iteration 3F (108081.000000 sec): 3 clusters
  Score: Raw -1351127.364136 + Penalty 3163.223618 = -1347964.140518
  nChanged 1542
		SP:Iteration 4F (108081.300000 sec): 3 clusters
  Score: Raw -1352690.715665 + Penalty 3163.223618 = -1349527.492047
  nChanged 1144
		SP:Iteration 5F (108081.600000 sec): 3 clusters
  Score: Raw -1353594.163304 + Penalty 3163.223618 = -1350430.939686
  nChanged 742
		SP:Iteration 6Q (108081.910000 sec): 3 clusters
  Score: Raw -1354027.202724 + Penalty 3163.223618 = -1350863.979106
  nChanged 430
		SP:Iteration 7Q (108082.210000 sec): 3 clusters
  Score: Raw -1354236.926719 + Penalty 3163.223618 = -1351073.703101
  nChanged 281
		SP:Iteration 8Q (108082.510000 sec): 3 clusters
  Score: Raw -1354329.903823 + Penalty 3163.223618 = -1351166.680205
  nChanged 189
		SP:Iteration 9Q (108082.810000 sec): 3 clusters
  Score: Raw -1354369.981704 + Penalty 3163.223618 = -1351206.758086
  nChanged 115
		SP:Iteration 10Q (108083.110000 sec): 3 clusters
  Score: Raw -1354389.825082 + Penalty 3163.223618 = -1351226.601464
  nChanged 89
		SP:Iteration 11Q (108083.360000 sec): 3 clusters
  Score: Raw -1354402.944664 + Penalty 3163.223618 = -1351239.721046
  nChanged 64
		SP:Iteration 12Q (108083.670000 sec): 3 clusters
  Score: Raw -1354409.332883 + Penalty 3163.223618 = -1351246.109265
  nChanged 41
		SP:Iteration 13Q (108083.930000 sec): 3 clusters
  Score: Raw -1354413.495508 + Penalty 3163.223618 = -1351250.271890
  nChanged 35
		SP:Iteration 14Q (108084.200000 sec): 3 clusters
  Score: Raw -1354416.597524 + Penalty 3163.223618 = -1351253.373906
  nChanged 21
		SP:Iteration 15Q (108084.540000 sec): 3 clusters
  Score: Raw -1354418.231320 + Penalty 3163.223618 = -1351255.007702
  nChanged 17
		SP:Iteration 16Q (108084.840000 sec): 3 clusters
  Score: Raw -1354419.593263 + Penalty 3163.223618 = -1351256.369645
  nChanged 23
		SP:Iteration 17Q (108085.140000 sec): 3 clusters
  Score: Raw -1354421.412516 + Penalty 3163.223618 = -1351258.188898
  nChanged 20
		SP:Iteration 18Q (108085.480000 sec): 3 clusters
  Score: Raw -1354422.900915 + Penalty 3163.223618 = -1351259.677297
  nChanged 13
		SP:Iteration 19Q (108085.750000 sec): 3 clusters
  Score: Raw -1354424.207196 + Penalty 3163.223618 = -1351260.983578
  nChanged 13
		SP:Iteration 20F (108086.050000 sec): 3 clusters
  Score: Raw -1354425.014748 + Penalty 3163.223618 = -1351261.791130
  nChanged 10
		SP:Iteration 21Q (108086.360000 sec): 3 clusters
  Score: Raw -1354425.834624 + Penalty 3163.223618 = -1351262.611007
  nChanged 12
		SP:Iteration 22Q (108086.660000 sec): 3 clusters
  Score: Raw -1354426.619570 + Penalty 3163.223618 = -1351263.395952
  nChanged 16
		SP:Iteration 23Q (108086.960000 sec): 3 clusters
  Score: Raw -1354427.790089 + Penalty 3163.223618 = -1351264.566471
  nChanged 19
		SP:Iteration 24Q (108087.190000 sec): 3 clusters
  Score: Raw -1354429.626685 + Penalty 3163.223618 = -1351266.403067
  nChanged 21
		SP:Iteration 25Q (108087.560000 sec): 3 clusters
  Score: Raw -1354431.833691 + Penalty 3163.223618 = -1351268.610073
  nChanged 16
		SP:Iteration 26Q (108087.820000 sec): 3 clusters
  Score: Raw -1354433.678523 + Penalty 3163.223618 = -1351270.454905
  nChanged 22
		SP:Iteration 27Q (108088.120000 sec): 3 clusters
  Score: Raw -1354435.646781 + Penalty 3163.223618 = -1351272.423163
  nChanged 19
		SP:Iteration 28Q (108088.430000 sec): 3 clusters
  Score: Raw -1354437.317292 + Penalty 3163.223618 = -1351274.093674
  nChanged 10
		SP:Iteration 29Q (108088.730000 sec): 3 clusters
  Score: Raw -1354438.032919 + Penalty 3163.223618 = -1351274.809301
  nChanged 8
		SP:Iteration 30Q (108089.030000 sec): 3 clusters
  Score: Raw -1354438.763412 + Penalty 3163.223618 = -1351275.539794
  nChanged 11
		SP:Iteration 31Q (108089.340000 sec): 3 clusters
  Score: Raw -1354439.705699 + Penalty 3163.223618 = -1351276.482081
  nChanged 11
		SP:Iteration 32Q (108089.640000 sec): 3 clusters
  Score: Raw -1354440.571376 + Penalty 3163.223618 = -1351277.347758
  nChanged 9
		SP:Iteration 33Q (108089.940000 sec): 3 clusters
  Score: Raw -1354441.285651 + Penalty 3163.223618 = -1351278.062033
  nChanged 4
		SP:Iteration 34Q (108090.240000 sec): 3 clusters
  Score: Raw -1354441.457567 + Penalty 3163.223618 = -1351278.233949
  nChanged 5
		SP:Iteration 35Q (108090.540000 sec): 3 clusters
  Score: Raw -1354441.760573 + Penalty 3163.223618 = -1351278.536955
  nChanged 3
		SP:Iteration 36Q (108090.840000 sec): 3 clusters
  Score: Raw -1354441.986329 + Penalty 3163.223618 = -1351278.762711
  nChanged 5
		SP:Iteration 37Q (108091.140000 sec): 3 clusters
  Score: Raw -1354442.199217 + Penalty 3163.223618 = -1351278.975599
  nChanged 0
		SP:Iteration 38F (108091.440000 sec): 3 clusters
  Score: Raw -1354442.199217 + Penalty 3163.223618 = -1351278.975599
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (23690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108091.680000 sec): 2 clusters
  Score: Raw -1806435.224222 + Penalty 1636.831348 = -1804798.392874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108092.050000 sec): 3 clusters
  Score: Raw -1792155.335696 + Penalty 3273.662697 = -1788881.673000
  nChanged 10842
		SP:Iteration 1F (108092.430000 sec): 3 clusters
  Score: Raw -1800106.872468 + Penalty 3273.662697 = -1796833.209771
  nChanged 2347
		SP:Iteration 2F (108092.800000 sec): 3 clusters
  Score: Raw -1802842.390899 + Penalty 3273.662697 = -1799568.728202
  nChanged 2377
		SP:Iteration 3F (108093.220000 sec): 3 clusters
  Score: Raw -1805564.626896 + Penalty 3273.662697 = -1802290.964199
  nChanged 2008
		SP:Iteration 4F (108093.550000 sec): 3 clusters
  Score: Raw -1807311.189862 + Penalty 3273.662697 = -1804037.527166
  nChanged 1446
		SP:Iteration 5F (108093.930000 sec): 3 clusters
  Score: Raw -1808115.778353 + Penalty 3273.662697 = -1804842.115656
  nChanged 899
		SP:Iteration 6Q (108094.260000 sec): 3 clusters
  Score: Raw -1808494.659463 + Penalty 3273.662697 = -1805220.996766
  nChanged 656
		SP:Iteration 7Q (108094.640000 sec): 3 clusters
  Score: Raw -1808739.039643 + Penalty 3273.662697 = -1805465.376947
  nChanged 502
		SP:Iteration 8Q (108095.070000 sec): 3 clusters
  Score: Raw -1808908.231018 + Penalty 3273.662697 = -1805634.568322
  nChanged 401
		SP:Iteration 9Q (108095.450000 sec): 3 clusters
  Score: Raw -1809027.503822 + Penalty 3273.662697 = -1805753.841125
  nChanged 353
		SP:Iteration 10Q (108095.830000 sec): 3 clusters
  Score: Raw -1809124.504179 + Penalty 3273.662697 = -1805850.841482
  nChanged 297
		SP:Iteration 11Q (108096.160000 sec): 3 clusters
  Score: Raw -1809209.948207 + Penalty 3273.662697 = -1805936.285510
  nChanged 282
		SP:Iteration 12Q (108096.470000 sec): 3 clusters
  Score: Raw -1809286.550940 + Penalty 3273.662697 = -1806012.888244
  nChanged 285
		SP:Iteration 13Q (108096.800000 sec): 3 clusters
  Score: Raw -1809353.471102 + Penalty 3273.662697 = -1806079.808405
  nChanged 251
		SP:Iteration 14Q (108097.180000 sec): 3 clusters
  Score: Raw -1809406.871769 + Penalty 3273.662697 = -1806133.209072
  nChanged 199
		SP:Iteration 15Q (108097.600000 sec): 3 clusters
  Score: Raw -1809444.280174 + Penalty 3273.662697 = -1806170.617478
  nChanged 168
		SP:Iteration 16Q (108097.980000 sec): 3 clusters
  Score: Raw -1809479.463295 + Penalty 3273.662697 = -1806205.800598
  nChanged 191
		SP:Iteration 17Q (108098.360000 sec): 3 clusters
  Score: Raw -1809517.269102 + Penalty 3273.662697 = -1806243.606405
  nChanged 176
		SP:Iteration 18Q (108098.650000 sec): 3 clusters
  Score: Raw -1809554.414887 + Penalty 3273.662697 = -1806280.752190
  nChanged 180
		SP:Iteration 19Q (108099.030000 sec): 3 clusters
  Score: Raw -1809593.789844 + Penalty 3273.662697 = -1806320.127148
  nChanged 167
		SP:Iteration 20F (108099.360000 sec): 3 clusters
  Score: Raw -1809625.484296 + Penalty 3273.662697 = -1806351.821600
  nChanged 162
		SP:Iteration 21Q (108099.700000 sec): 3 clusters
  Score: Raw -1809656.428694 + Penalty 3273.662697 = -1806382.765998
  nChanged 143
		SP:Iteration 22Q (108100.080000 sec): 3 clusters
  Score: Raw -1809679.108624 + Penalty 3273.662697 = -1806405.445928
  nChanged 123
		SP:Iteration 23Q (108100.450000 sec): 3 clusters
  Score: Raw -1809696.540896 + Penalty 3273.662697 = -1806422.878200
  nChanged 116
		SP:Iteration 24Q (108100.840000 sec): 3 clusters
  Score: Raw -1809714.630486 + Penalty 3273.662697 = -1806440.967789
  nChanged 108
		SP:Iteration 25Q (108101.210000 sec): 3 clusters
  Score: Raw -1809729.714912 + Penalty 3273.662697 = -1806456.052216
  nChanged 97
		SP:Iteration 26Q (108101.590000 sec): 3 clusters
  Score: Raw -1809745.375571 + Penalty 3273.662697 = -1806471.712874
  nChanged 127
		SP:Iteration 27Q (108101.910000 sec): 3 clusters
  Score: Raw -1809768.172451 + Penalty 3273.662697 = -1806494.509755
  nChanged 135
		SP:Iteration 28Q (108102.290000 sec): 3 clusters
  Score: Raw -1809796.620222 + Penalty 3273.662697 = -1806522.957525
  nChanged 144
		SP:Iteration 29Q (108102.660000 sec): 3 clusters
  Score: Raw -1809833.994553 + Penalty 3273.662697 = -1806560.331857
  nChanged 167
		SP:Iteration 30Q (108103.060000 sec): 3 clusters
  Score: Raw -1809893.416338 + Penalty 3273.662697 = -1806619.753642
  nChanged 179
		SP:Iteration 31Q (108103.430000 sec): 3 clusters
  Score: Raw -1809956.176098 + Penalty 3273.662697 = -1806682.513402
  nChanged 200
		SP:Iteration 32Q (108103.760000 sec): 3 clusters
  Score: Raw -1810038.686518 + Penalty 3273.662697 = -1806765.023822
  nChanged 228
		SP:Iteration 33Q (108104.150000 sec): 3 clusters
  Score: Raw -1810144.208858 + Penalty 3273.662697 = -1806870.546162
  nChanged 249
		SP:Iteration 34Q (108104.520000 sec): 3 clusters
  Score: Raw -1810249.061506 + Penalty 3273.662697 = -1806975.398810
  nChanged 239
		SP:Iteration 35Q (108104.900000 sec): 3 clusters
  Score: Raw -1810325.715726 + Penalty 3273.662697 = -1807052.053029
  nChanged 215
		SP:Iteration 36Q (108105.270000 sec): 3 clusters
  Score: Raw -1810392.910224 + Penalty 3273.662697 = -1807119.247527
  nChanged 196
		SP:Iteration 37Q (108105.640000 sec): 3 clusters
  Score: Raw -1810448.463963 + Penalty 3273.662697 = -1807174.801266
  nChanged 194
		SP:Iteration 38Q (108105.970000 sec): 3 clusters
  Score: Raw -1810509.264029 + Penalty 3273.662697 = -1807235.601332
  nChanged 194
		SP:Iteration 39Q (108106.350000 sec): 3 clusters
  Score: Raw -1810563.443736 + Penalty 3273.662697 = -1807289.781039
  nChanged 169
		SP:Iteration 40F (108106.720000 sec): 3 clusters
  Score: Raw -1810605.150989 + Penalty 3273.662697 = -1807331.488293
  nChanged 155
		SP:Iteration 41Q (108107.100000 sec): 3 clusters
  Score: Raw -1810644.089671 + Penalty 3273.662697 = -1807370.426975
  nChanged 161
		SP:Iteration 42Q (108107.480000 sec): 3 clusters
  Score: Raw -1810687.689255 + Penalty 3273.662697 = -1807414.026558
  nChanged 146
		SP:Iteration 43Q (108107.860000 sec): 3 clusters
  Score: Raw -1810729.172637 + Penalty 3273.662697 = -1807455.509941
  nChanged 151
		SP:Iteration 44Q (108108.230000 sec): 3 clusters
  Score: Raw -1810766.680745 + Penalty 3273.662697 = -1807493.018048
  nChanged 136
		SP:Iteration 45Q (108108.610000 sec): 3 clusters
  Score: Raw -1810792.741108 + Penalty 3273.662697 = -1807519.078411
  nChanged 112
		SP:Iteration 46Q (108108.940000 sec): 3 clusters
  Score: Raw -1810813.390401 + Penalty 3273.662697 = -1807539.727704
  nChanged 107
		SP:Iteration 47Q (108109.270000 sec): 3 clusters
  Score: Raw -1810838.991069 + Penalty 3273.662697 = -1807565.328372
  nChanged 112
		SP:Iteration 48Q (108109.660000 sec): 3 clusters
  Score: Raw -1810864.928528 + Penalty 3273.662697 = -1807591.265832
  nChanged 102
		SP:Iteration 49Q (108110.040000 sec): 3 clusters
  Score: Raw -1810890.963794 + Penalty 3273.662697 = -1807617.301097
  nChanged 114
		SP:Iteration 50Q (108110.420000 sec): 3 clusters
  Score: Raw -1810917.006836 + Penalty 3273.662697 = -1807643.344140
  nChanged 110
		SP:Iteration 51Q (108110.750000 sec): 3 clusters
  Score: Raw -1810939.299135 + Penalty 3273.662697 = -1807665.636438
  nChanged 110
		SP:Iteration 52Q (108111.130000 sec): 3 clusters
  Score: Raw -1810967.283513 + Penalty 3273.662697 = -1807693.620816
  nChanged 113
		SP:Iteration 53Q (108111.500000 sec): 3 clusters
  Score: Raw -1810989.055870 + Penalty 3273.662697 = -1807715.393173
  nChanged 80
		SP:Iteration 54Q (108111.870000 sec): 3 clusters
  Score: Raw -1811001.290902 + Penalty 3273.662697 = -1807727.628206
  nChanged 81
		SP:Iteration 55Q (108112.250000 sec): 3 clusters
  Score: Raw -1811013.245402 + Penalty 3273.662697 = -1807739.582706
  nChanged 71
		SP:Iteration 56Q (108112.630000 sec): 3 clusters
  Score: Raw -1811021.650462 + Penalty 3273.662697 = -1807747.987765
  nChanged 52
		SP:Iteration 57Q (108113.000000 sec): 3 clusters
  Score: Raw -1811028.273672 + Penalty 3273.662697 = -1807754.610976
  nChanged 59
		SP:Iteration 58Q (108113.380000 sec): 3 clusters
  Score: Raw -1811035.506466 + Penalty 3273.662697 = -1807761.843769
  nChanged 63
		SP:Iteration 59Q (108113.720000 sec): 3 clusters
  Score: Raw -1811044.793994 + Penalty 3273.662697 = -1807771.131298
  nChanged 69
		SP:Iteration 60F (108114.140000 sec): 3 clusters
  Score: Raw -1811052.782643 + Penalty 3273.662697 = -1807779.119946
  nChanged 59
		SP:Iteration 61Q (108114.520000 sec): 3 clusters
  Score: Raw -1811061.977460 + Penalty 3273.662697 = -1807788.314764
  nChanged 65
		SP:Iteration 62Q (108114.900000 sec): 3 clusters
  Score: Raw -1811069.972809 + Penalty 3273.662697 = -1807796.310113
  nChanged 46
		SP:Iteration 63Q (108115.220000 sec): 3 clusters
  Score: Raw -1811073.973636 + Penalty 3273.662697 = -1807800.310939
  nChanged 35
		SP:Iteration 64Q (108115.610000 sec): 3 clusters
  Score: Raw -1811077.061386 + Penalty 3273.662697 = -1807803.398689
  nChanged 22
		SP:Iteration 65Q (108115.990000 sec): 3 clusters
  Score: Raw -1811078.782834 + Penalty 3273.662697 = -1807805.120137
  nChanged 26
		SP:Iteration 66Q (108116.370000 sec): 3 clusters
  Score: Raw -1811080.811468 + Penalty 3273.662697 = -1807807.148772
  nChanged 27
		SP:Iteration 67Q (108116.710000 sec): 3 clusters
  Score: Raw -1811082.985832 + Penalty 3273.662697 = -1807809.323136
  nChanged 23
		SP:Iteration 68Q (108117.100000 sec): 3 clusters
  Score: Raw -1811084.902192 + Penalty 3273.662697 = -1807811.239495
  nChanged 19
		SP:Iteration 69Q (108117.470000 sec): 3 clusters
  Score: Raw -1811086.165154 + Penalty 3273.662697 = -1807812.502458
  nChanged 22
		SP:Iteration 70Q (108117.840000 sec): 3 clusters
  Score: Raw -1811087.616936 + Penalty 3273.662697 = -1807813.954239
  nChanged 17
		SP:Iteration 71Q (108118.220000 sec): 3 clusters
  Score: Raw -1811089.032469 + Penalty 3273.662697 = -1807815.369772
  nChanged 15
		SP:Iteration 72Q (108118.590000 sec): 3 clusters
  Score: Raw -1811090.273387 + Penalty 3273.662697 = -1807816.610690
  nChanged 11
		SP:Iteration 73Q (108118.970000 sec): 3 clusters
  Score: Raw -1811091.022789 + Penalty 3273.662697 = -1807817.360092
  nChanged 12
		SP:Iteration 74Q (108119.340000 sec): 3 clusters
  Score: Raw -1811092.027079 + Penalty 3273.662697 = -1807818.364382
  nChanged 14
		SP:Iteration 75Q (108119.720000 sec): 3 clusters
  Score: Raw -1811093.208863 + Penalty 3273.662697 = -1807819.546167
  nChanged 17
		SP:Iteration 76Q (108120.100000 sec): 3 clusters
  Score: Raw -1811094.718974 + Penalty 3273.662697 = -1807821.056277
  nChanged 19
		SP:Iteration 77Q (108120.470000 sec): 3 clusters
  Score: Raw -1811096.284610 + Penalty 3273.662697 = -1807822.621913
  nChanged 17
		SP:Iteration 78Q (108120.790000 sec): 3 clusters
  Score: Raw -1811097.430779 + Penalty 3273.662697 = -1807823.768083
  nChanged 17
		SP:Iteration 79Q (108121.190000 sec): 3 clusters
  Score: Raw -1811098.589524 + Penalty 3273.662697 = -1807824.926828
  nChanged 11
		SP:Iteration 80F (108121.540000 sec): 3 clusters
  Score: Raw -1811099.270124 + Penalty 3273.662697 = -1807825.607428
  nChanged 13
		SP:Iteration 81Q (108121.840000 sec): 3 clusters
  Score: Raw -1811100.167226 + Penalty 3273.662697 = -1807826.504529
  nChanged 9
		SP:Iteration 82Q (108122.220000 sec): 3 clusters
  Score: Raw -1811100.856988 + Penalty 3273.662697 = -1807827.194292
  nChanged 10
		SP:Iteration 83Q (108122.600000 sec): 3 clusters
  Score: Raw -1811101.464800 + Penalty 3273.662697 = -1807827.802103
  nChanged 12
		SP:Iteration 84Q (108122.900000 sec): 3 clusters
  Score: Raw -1811102.243091 + Penalty 3273.662697 = -1807828.580395
  nChanged 13
		SP:Iteration 85Q (108123.270000 sec): 3 clusters
  Score: Raw -1811103.036233 + Penalty 3273.662697 = -1807829.373537
  nChanged 7
		SP:Iteration 86Q (108123.610000 sec): 3 clusters
  Score: Raw -1811103.406771 + Penalty 3273.662697 = -1807829.744074
  nChanged 5
		SP:Iteration 87Q (108123.940000 sec): 3 clusters
  Score: Raw -1811103.605467 + Penalty 3273.662697 = -1807829.942770
  nChanged 4
		SP:Iteration 88Q (108124.220000 sec): 3 clusters
  Score: Raw -1811103.779339 + Penalty 3273.662697 = -1807830.116642
  nChanged 2
		SP:Iteration 89Q (108124.600000 sec): 3 clusters
  Score: Raw -1811104.002235 + Penalty 3273.662697 = -1807830.339538
  nChanged 7
		SP:Iteration 90Q (108124.940000 sec): 3 clusters
  Score: Raw -1811104.679501 + Penalty 3273.662697 = -1807831.016804
  nChanged 9
		SP:Iteration 91Q (108125.280000 sec): 3 clusters
  Score: Raw -1811105.468615 + Penalty 3273.662697 = -1807831.805919
  nChanged 9
		SP:Iteration 92Q (108125.650000 sec): 3 clusters
  Score: Raw -1811105.966868 + Penalty 3273.662697 = -1807832.304172
  nChanged 9
		SP:Iteration 93Q (108125.990000 sec): 3 clusters
  Score: Raw -1811106.379906 + Penalty 3273.662697 = -1807832.717210
  nChanged 4
		SP:Iteration 94Q (108126.320000 sec): 3 clusters
  Score: Raw -1811106.592986 + Penalty 3273.662697 = -1807832.930289
  nChanged 5
		SP:Iteration 95Q (108126.660000 sec): 3 clusters
  Score: Raw -1811106.827604 + Penalty 3273.662697 = -1807833.164907
  nChanged 2
		SP:Iteration 96Q (108126.990000 sec): 3 clusters
  Score: Raw -1811106.915128 + Penalty 3273.662697 = -1807833.252431
  nChanged 2
		SP:Iteration 97Q (108127.330000 sec): 3 clusters
  Score: Raw -1811107.190421 + Penalty 3273.662697 = -1807833.527725
  nChanged 2
		SP:Iteration 98Q (108127.630000 sec): 3 clusters
  Score: Raw -1811107.348828 + Penalty 3273.662697 = -1807833.686131
  nChanged 3
		SP:Iteration 99Q (108128.010000 sec): 3 clusters
  Score: Raw -1811107.523553 + Penalty 3273.662697 = -1807833.860856
  nChanged 2
		SP:Iteration 100F (108128.400000 sec): 3 clusters
  Score: Raw -1811107.571389 + Penalty 3273.662697 = -1807833.908693
  nChanged 2
		SP:Iteration 101Q (108128.780000 sec): 3 clusters
  Score: Raw -1811107.630103 + Penalty 3273.662697 = -1807833.967406
  nChanged 1
		SP:Iteration 102Q (108129.160000 sec): 3 clusters
  Score: Raw -1811107.662764 + Penalty 3273.662697 = -1807834.000068
  nChanged 1
		SP:Iteration 103Q (108129.530000 sec): 3 clusters
  Score: Raw -1811107.694890 + Penalty 3273.662697 = -1807834.032193
  nChanged 0
		SP:Iteration 104F (108129.880000 sec): 3 clusters
  Score: Raw -1811107.694890 + Penalty 3273.662697 = -1807834.032193
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (14095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108130.050000 sec): 2 clusters
  Score: Raw -1193296.750869 + Penalty 1552.456003 = -1191744.294866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108130.330000 sec): 3 clusters
  Score: Raw -1185095.749992 + Penalty 3104.912006 = -1181990.837986
  nChanged 6320
		SP:Iteration 1F (108130.600000 sec): 3 clusters
  Score: Raw -1189215.706099 + Penalty 3104.912006 = -1186110.794093
  nChanged 1336
		SP:Iteration 2F (108130.890000 sec): 3 clusters
  Score: Raw -1190298.178967 + Penalty 3104.912006 = -1187193.266961
  nChanged 1223
		SP:Iteration 3F (108131.160000 sec): 3 clusters
  Score: Raw -1191219.263855 + Penalty 3104.912006 = -1188114.351848
  nChanged 963
		SP:Iteration 4F (108131.450000 sec): 3 clusters
  Score: Raw -1191834.627178 + Penalty 3104.912006 = -1188729.715172
  nChanged 721
		SP:Iteration 5F (108131.720000 sec): 3 clusters
  Score: Raw -1192250.571440 + Penalty 3104.912006 = -1189145.659434
  nChanged 555
		SP:Iteration 6Q (108132.010000 sec): 3 clusters
  Score: Raw -1192534.034162 + Penalty 3104.912006 = -1189429.122156
  nChanged 417
		SP:Iteration 7Q (108132.340000 sec): 3 clusters
  Score: Raw -1192723.558247 + Penalty 3104.912006 = -1189618.646241
  nChanged 339
		SP:Iteration 8Q (108132.710000 sec): 3 clusters
  Score: Raw -1192851.390903 + Penalty 3104.912006 = -1189746.478897
  nChanged 310
		SP:Iteration 9Q (108132.950000 sec): 3 clusters
  Score: Raw -1192987.525261 + Penalty 3104.912006 = -1189882.613255
  nChanged 307
		SP:Iteration 10Q (108133.230000 sec): 3 clusters
  Score: Raw -1193126.136079 + Penalty 3104.912006 = -1190021.224073
  nChanged 303
		SP:Iteration 11Q (108133.510000 sec): 3 clusters
  Score: Raw -1193260.810127 + Penalty 3104.912006 = -1190155.898121
  nChanged 264
		SP:Iteration 12Q (108133.790000 sec): 3 clusters
  Score: Raw -1193398.862346 + Penalty 3104.912006 = -1190293.950340
  nChanged 269
		SP:Iteration 13Q (108134.080000 sec): 3 clusters
  Score: Raw -1193555.028577 + Penalty 3104.912006 = -1190450.116571
  nChanged 307
		SP:Iteration 14Q (108134.270000 sec): 3 clusters
  Score: Raw -1193770.254141 + Penalty 3104.912006 = -1190665.342135
  nChanged 319
		SP:Iteration 15Q (108134.450000 sec): 3 clusters
  Score: Raw -1193983.776973 + Penalty 3104.912006 = -1190878.864967
  nChanged 362
		SP:Iteration 16Q (108134.710000 sec): 3 clusters
  Score: Raw -1194224.109237 + Penalty 3104.912006 = -1191119.197230
  nChanged 364
		SP:Iteration 17Q (108134.970000 sec): 3 clusters
  Score: Raw -1194440.005854 + Penalty 3104.912006 = -1191335.093848
  nChanged 350
		SP:Iteration 18Q (108135.160000 sec): 3 clusters
  Score: Raw -1194651.774642 + Penalty 3104.912006 = -1191546.862636
  nChanged 344
		SP:Iteration 19Q (108135.340000 sec): 3 clusters
  Score: Raw -1194874.256378 + Penalty 3104.912006 = -1191769.344372
  nChanged 338
		SP:Iteration 20F (108135.610000 sec): 3 clusters
  Score: Raw -1195127.078449 + Penalty 3104.912006 = -1192022.166443
  nChanged 352
		SP:Iteration 21Q (108135.890000 sec): 3 clusters
  Score: Raw -1195444.049313 + Penalty 3104.912006 = -1192339.137307
  nChanged 356
		SP:Iteration 22Q (108136.180000 sec): 3 clusters
  Score: Raw -1195801.143828 + Penalty 3104.912006 = -1192696.231822
  nChanged 355
		SP:Iteration 23Q (108136.450000 sec): 3 clusters
  Score: Raw -1196149.882621 + Penalty 3104.912006 = -1193044.970615
  nChanged 291
		SP:Iteration 24Q (108136.720000 sec): 3 clusters
  Score: Raw -1196407.828316 + Penalty 3104.912006 = -1193302.916310
  nChanged 241
		SP:Iteration 25Q (108137.000000 sec): 3 clusters
  Score: Raw -1196588.609854 + Penalty 3104.912006 = -1193483.697848
  nChanged 186
		SP:Iteration 26Q (108137.280000 sec): 3 clusters
  Score: Raw -1196694.758195 + Penalty 3104.912006 = -1193589.846188
  nChanged 139
		SP:Iteration 27Q (108137.520000 sec): 3 clusters
  Score: Raw -1196759.597561 + Penalty 3104.912006 = -1193654.685555
  nChanged 105
		SP:Iteration 28Q (108137.740000 sec): 3 clusters
  Score: Raw -1196805.251198 + Penalty 3104.912006 = -1193700.339192
  nChanged 100
		SP:Iteration 29Q (108138.000000 sec): 3 clusters
  Score: Raw -1196844.331579 + Penalty 3104.912006 = -1193739.419573
  nChanged 63
		SP:Iteration 30Q (108138.280000 sec): 3 clusters
  Score: Raw -1196865.483189 + Penalty 3104.912006 = -1193760.571183
  nChanged 58
		SP:Iteration 31Q (108138.550000 sec): 3 clusters
  Score: Raw -1196882.545841 + Penalty 3104.912006 = -1193777.633835
  nChanged 42
		SP:Iteration 32Q (108138.830000 sec): 3 clusters
  Score: Raw -1196895.630542 + Penalty 3104.912006 = -1193790.718536
  nChanged 46
		SP:Iteration 33Q (108139.060000 sec): 3 clusters
  Score: Raw -1196909.479652 + Penalty 3104.912006 = -1193804.567646
  nChanged 35
		SP:Iteration 34Q (108139.340000 sec): 3 clusters
  Score: Raw -1196915.964466 + Penalty 3104.912006 = -1193811.052459
  nChanged 22
		SP:Iteration 35Q (108139.660000 sec): 3 clusters
  Score: Raw -1196920.091987 + Penalty 3104.912006 = -1193815.179980
  nChanged 22
		SP:Iteration 36Q (108139.860000 sec): 3 clusters
  Score: Raw -1196924.032956 + Penalty 3104.912006 = -1193819.120950
  nChanged 20
		SP:Iteration 37Q (108140.080000 sec): 3 clusters
  Score: Raw -1196927.579702 + Penalty 3104.912006 = -1193822.667696
  nChanged 28
		SP:Iteration 38Q (108140.330000 sec): 3 clusters
  Score: Raw -1196933.728883 + Penalty 3104.912006 = -1193828.816877
  nChanged 24
		SP:Iteration 39Q (108140.570000 sec): 3 clusters
  Score: Raw -1196938.140529 + Penalty 3104.912006 = -1193833.228523
  nChanged 24
		SP:Iteration 40F (108140.840000 sec): 3 clusters
  Score: Raw -1196941.881982 + Penalty 3104.912006 = -1193836.969976
  nChanged 16
		SP:Iteration 41Q (108141.130000 sec): 3 clusters
  Score: Raw -1196944.463937 + Penalty 3104.912006 = -1193839.551931
  nChanged 17
		SP:Iteration 42Q (108141.360000 sec): 3 clusters
  Score: Raw -1196947.963082 + Penalty 3104.912006 = -1193843.051075
  nChanged 19
		SP:Iteration 43Q (108141.640000 sec): 3 clusters
  Score: Raw -1196953.285576 + Penalty 3104.912006 = -1193848.373570
  nChanged 17
		SP:Iteration 44Q (108141.870000 sec): 3 clusters
  Score: Raw -1196956.424720 + Penalty 3104.912006 = -1193851.512714
  nChanged 14
		SP:Iteration 45Q (108142.150000 sec): 3 clusters
  Score: Raw -1196958.964602 + Penalty 3104.912006 = -1193854.052596
  nChanged 14
		SP:Iteration 46Q (108142.390000 sec): 3 clusters
  Score: Raw -1196961.552941 + Penalty 3104.912006 = -1193856.640935
  nChanged 15
		SP:Iteration 47Q (108142.670000 sec): 3 clusters
  Score: Raw -1196963.430182 + Penalty 3104.912006 = -1193858.518176
  nChanged 8
		SP:Iteration 48Q (108142.900000 sec): 3 clusters
  Score: Raw -1196964.245114 + Penalty 3104.912006 = -1193859.333108
  nChanged 5
		SP:Iteration 49Q (108143.170000 sec): 3 clusters
  Score: Raw -1196964.784397 + Penalty 3104.912006 = -1193859.872391
  nChanged 2
		SP:Iteration 50Q (108143.410000 sec): 3 clusters
  Score: Raw -1196965.030334 + Penalty 3104.912006 = -1193860.118328
  nChanged 1
		SP:Iteration 51Q (108143.690000 sec): 3 clusters
  Score: Raw -1196965.204526 + Penalty 3104.912006 = -1193860.292520
  nChanged 3
		SP:Iteration 52Q (108143.930000 sec): 3 clusters
  Score: Raw -1196965.441548 + Penalty 3104.912006 = -1193860.529542
  nChanged 5
		SP:Iteration 53Q (108144.200000 sec): 3 clusters
  Score: Raw -1196966.051449 + Penalty 3104.912006 = -1193861.139443
  nChanged 5
		SP:Iteration 54Q (108144.430000 sec): 3 clusters
  Score: Raw -1196966.620054 + Penalty 3104.912006 = -1193861.708048
  nChanged 6
		SP:Iteration 55Q (108144.710000 sec): 3 clusters
  Score: Raw -1196967.279756 + Penalty 3104.912006 = -1193862.367749
  nChanged 3
		SP:Iteration 56Q (108144.950000 sec): 3 clusters
  Score: Raw -1196967.577118 + Penalty 3104.912006 = -1193862.665111
  nChanged 0
		SP:Iteration 57F (108145.230000 sec): 3 clusters
  Score: Raw -1196967.577118 + Penalty 3104.912006 = -1193862.665111
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (12219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108145.370000 sec): 2 clusters
  Score: Raw -985700.045181 + Penalty 1529.246452 = -984170.798729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108145.620000 sec): 3 clusters
  Score: Raw -978816.567859 + Penalty 3058.492904 = -975758.074955
  nChanged 5397
		SP:Iteration 1F (108145.870000 sec): 3 clusters
  Score: Raw -983312.822133 + Penalty 3058.492904 = -980254.329229
  nChanged 1417
		SP:Iteration 2F (108146.090000 sec): 3 clusters
  Score: Raw -985244.264757 + Penalty 3058.492904 = -982185.771853
  nChanged 1242
		SP:Iteration 3F (108146.380000 sec): 3 clusters
  Score: Raw -986839.942270 + Penalty 3058.492904 = -983781.449366
  nChanged 950
		SP:Iteration 4F (108146.590000 sec): 3 clusters
  Score: Raw -987908.445613 + Penalty 3058.492904 = -984849.952709
  nChanged 764
		SP:Iteration 5F (108146.840000 sec): 3 clusters
  Score: Raw -988570.336375 + Penalty 3058.492904 = -985511.843471
  nChanged 564
		SP:Iteration 6Q (108147.130000 sec): 3 clusters
  Score: Raw -988899.690734 + Penalty 3058.492904 = -985841.197830
  nChanged 329
		SP:Iteration 7Q (108147.380000 sec): 3 clusters
  Score: Raw -989038.421436 + Penalty 3058.492904 = -985979.928532
  nChanged 201
		SP:Iteration 8Q (108147.630000 sec): 3 clusters
  Score: Raw -989094.695114 + Penalty 3058.492904 = -986036.202210
  nChanged 125
		SP:Iteration 9Q (108147.880000 sec): 3 clusters
  Score: Raw -989122.611204 + Penalty 3058.492904 = -986064.118300
  nChanged 78
		SP:Iteration 10Q (108148.060000 sec): 3 clusters
  Score: Raw -989137.851058 + Penalty 3058.492904 = -986079.358154
  nChanged 53
		SP:Iteration 11Q (108148.310000 sec): 3 clusters
  Score: Raw -989148.449381 + Penalty 3058.492904 = -986089.956477
  nChanged 51
		SP:Iteration 12Q (108148.560000 sec): 3 clusters
  Score: Raw -989157.100794 + Penalty 3058.492904 = -986098.607890
  nChanged 45
		SP:Iteration 13Q (108148.850000 sec): 3 clusters
  Score: Raw -989166.483304 + Penalty 3058.492904 = -986107.990401
  nChanged 32
		SP:Iteration 14Q (108149.050000 sec): 3 clusters
  Score: Raw -989169.778666 + Penalty 3058.492904 = -986111.285762
  nChanged 24
		SP:Iteration 15Q (108149.280000 sec): 3 clusters
  Score: Raw -989172.773211 + Penalty 3058.492904 = -986114.280308
  nChanged 18
		SP:Iteration 16Q (108149.490000 sec): 3 clusters
  Score: Raw -989175.683962 + Penalty 3058.492904 = -986117.191058
  nChanged 12
		SP:Iteration 17Q (108149.790000 sec): 3 clusters
  Score: Raw -989177.421621 + Penalty 3058.492904 = -986118.928717
  nChanged 13
		SP:Iteration 18Q (108149.960000 sec): 3 clusters
  Score: Raw -989179.671690 + Penalty 3058.492904 = -986121.178787
  nChanged 17
		SP:Iteration 19Q (108150.210000 sec): 3 clusters
  Score: Raw -989182.605532 + Penalty 3058.492904 = -986124.112629
  nChanged 21
		SP:Iteration 20F (108150.460000 sec): 3 clusters
  Score: Raw -989188.103715 + Penalty 3058.492904 = -986129.610812
  nChanged 19
		SP:Iteration 21Q (108150.670000 sec): 3 clusters
  Score: Raw -989191.521953 + Penalty 3058.492904 = -986133.029049
  nChanged 16
		SP:Iteration 22Q (108150.830000 sec): 3 clusters
  Score: Raw -989193.179398 + Penalty 3058.492904 = -986134.686495
  nChanged 15
		SP:Iteration 23Q (108151.090000 sec): 3 clusters
  Score: Raw -989195.062514 + Penalty 3058.492904 = -986136.569610
  nChanged 13
		SP:Iteration 24Q (108151.300000 sec): 3 clusters
  Score: Raw -989197.164325 + Penalty 3058.492904 = -986138.671421
  nChanged 10
		SP:Iteration 25Q (108151.550000 sec): 3 clusters
  Score: Raw -989198.921322 + Penalty 3058.492904 = -986140.428418
  nChanged 13
		SP:Iteration 26Q (108151.810000 sec): 3 clusters
  Score: Raw -989201.219805 + Penalty 3058.492904 = -986142.726901
  nChanged 16
		SP:Iteration 27Q (108152.060000 sec): 3 clusters
  Score: Raw -989203.794512 + Penalty 3058.492904 = -986145.301608
  nChanged 19
		SP:Iteration 28Q (108152.270000 sec): 3 clusters
  Score: Raw -989208.662636 + Penalty 3058.492904 = -986150.169732
  nChanged 23
		SP:Iteration 29Q (108152.520000 sec): 3 clusters
  Score: Raw -989213.173821 + Penalty 3058.492904 = -986154.680917
  nChanged 32
		SP:Iteration 30Q (108152.790000 sec): 3 clusters
  Score: Raw -989219.456067 + Penalty 3058.492904 = -986160.963163
  nChanged 32
		SP:Iteration 31Q (108153.040000 sec): 3 clusters
  Score: Raw -989228.235041 + Penalty 3058.492904 = -986169.742138
  nChanged 30
		SP:Iteration 32Q (108153.290000 sec): 3 clusters
  Score: Raw -989236.001026 + Penalty 3058.492904 = -986177.508123
  nChanged 34
		SP:Iteration 33Q (108153.550000 sec): 3 clusters
  Score: Raw -989241.772479 + Penalty 3058.492904 = -986183.279576
  nChanged 34
		SP:Iteration 34Q (108153.800000 sec): 3 clusters
  Score: Raw -989249.016637 + Penalty 3058.492904 = -986190.523733
  nChanged 32
		SP:Iteration 35Q (108154.050000 sec): 3 clusters
  Score: Raw -989256.928732 + Penalty 3058.492904 = -986198.435828
  nChanged 36
		SP:Iteration 36Q (108154.310000 sec): 3 clusters
  Score: Raw -989263.843807 + Penalty 3058.492904 = -986205.350903
  nChanged 29
		SP:Iteration 37Q (108154.470000 sec): 3 clusters
  Score: Raw -989267.574803 + Penalty 3058.492904 = -986209.081900
  nChanged 20
		SP:Iteration 38Q (108154.640000 sec): 3 clusters
  Score: Raw -989270.235292 + Penalty 3058.492904 = -986211.742388
  nChanged 23
		SP:Iteration 39Q (108154.880000 sec): 3 clusters
  Score: Raw -989273.229210 + Penalty 3058.492904 = -986214.736306
  nChanged 15
		SP:Iteration 40F (108155.130000 sec): 3 clusters
  Score: Raw -989274.865625 + Penalty 3058.492904 = -986216.372721
  nChanged 9
		SP:Iteration 41Q (108155.310000 sec): 3 clusters
  Score: Raw -989275.820239 + Penalty 3058.492904 = -986217.327335
  nChanged 14
		SP:Iteration 42Q (108155.480000 sec): 3 clusters
  Score: Raw -989277.074343 + Penalty 3058.492904 = -986218.581439
  nChanged 12
		SP:Iteration 43Q (108155.750000 sec): 3 clusters
  Score: Raw -989278.448347 + Penalty 3058.492904 = -986219.955443
  nChanged 12
		SP:Iteration 44Q (108155.990000 sec): 3 clusters
  Score: Raw -989279.500080 + Penalty 3058.492904 = -986221.007176
  nChanged 9
		SP:Iteration 45Q (108156.290000 sec): 3 clusters
  Score: Raw -989280.526915 + Penalty 3058.492904 = -986222.034011
  nChanged 11
		SP:Iteration 46Q (108156.460000 sec): 3 clusters
  Score: Raw -989281.537769 + Penalty 3058.492904 = -986223.044865
  nChanged 7
		SP:Iteration 47Q (108156.710000 sec): 3 clusters
  Score: Raw -989282.134955 + Penalty 3058.492904 = -986223.642051
  nChanged 11
		SP:Iteration 48Q (108157.010000 sec): 3 clusters
  Score: Raw -989283.251056 + Penalty 3058.492904 = -986224.758152
  nChanged 11
		SP:Iteration 49Q (108157.230000 sec): 3 clusters
  Score: Raw -989284.028655 + Penalty 3058.492904 = -986225.535751
  nChanged 12
		SP:Iteration 50Q (108157.430000 sec): 3 clusters
  Score: Raw -989285.011254 + Penalty 3058.492904 = -986226.518350
  nChanged 5
		SP:Iteration 51Q (108157.590000 sec): 3 clusters
  Score: Raw -989285.563163 + Penalty 3058.492904 = -986227.070260
  nChanged 5
		SP:Iteration 52Q (108157.820000 sec): 3 clusters
  Score: Raw -989285.997585 + Penalty 3058.492904 = -986227.504681
  nChanged 2
		SP:Iteration 53Q (108158.020000 sec): 3 clusters
  Score: Raw -989286.047670 + Penalty 3058.492904 = -986227.554766
  nChanged 1
		SP:Iteration 54Q (108158.230000 sec): 3 clusters
  Score: Raw -989286.092819 + Penalty 3058.492904 = -986227.599915
  nChanged 1
		SP:Iteration 55Q (108158.440000 sec): 3 clusters
  Score: Raw -989286.207571 + Penalty 3058.492904 = -986227.714667
  nChanged 0
		SP:Iteration 56F (108158.690000 sec): 3 clusters
  Score: Raw -989286.207571 + Penalty 3058.492904 = -986227.714667
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (17455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108158.840000 sec): 2 clusters
  Score: Raw -1562847.263164 + Penalty 1587.199481 = -1561260.063683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108159.110000 sec): 3 clusters
  Score: Raw -1552546.391347 + Penalty 3174.398961 = -1549371.992385
  nChanged 7860
		SP:Iteration 1F (108159.450000 sec): 3 clusters
  Score: Raw -1557144.259878 + Penalty 3174.398961 = -1553969.860917
  nChanged 1318
		SP:Iteration 2F (108159.740000 sec): 3 clusters
  Score: Raw -1558230.060599 + Penalty 3174.398961 = -1555055.661638
  nChanged 1386
		SP:Iteration 3F (108160.040000 sec): 3 clusters
  Score: Raw -1559676.360760 + Penalty 3174.398961 = -1556501.961798
  nChanged 1384
		SP:Iteration 4F (108160.330000 sec): 3 clusters
  Score: Raw -1561014.952302 + Penalty 3174.398961 = -1557840.553341
  nChanged 1217
		SP:Iteration 5F (108160.630000 sec): 3 clusters
  Score: Raw -1561783.706327 + Penalty 3174.398961 = -1558609.307365
  nChanged 871
		SP:Iteration 6Q (108160.850000 sec): 3 clusters
  Score: Raw -1562214.317989 + Penalty 3174.398961 = -1559039.919028
  nChanged 625
		SP:Iteration 7Q (108161.140000 sec): 3 clusters
  Score: Raw -1562435.376591 + Penalty 3174.398961 = -1559260.977630
  nChanged 468
		SP:Iteration 8Q (108161.430000 sec): 3 clusters
  Score: Raw -1562584.635697 + Penalty 3174.398961 = -1559410.236735
  nChanged 382
		SP:Iteration 9Q (108161.730000 sec): 3 clusters
  Score: Raw -1562698.627267 + Penalty 3174.398961 = -1559524.228306
  nChanged 343
		SP:Iteration 10Q (108162.030000 sec): 3 clusters
  Score: Raw -1562792.420110 + Penalty 3174.398961 = -1559618.021149
  nChanged 297
		SP:Iteration 11Q (108162.330000 sec): 3 clusters
  Score: Raw -1562866.803205 + Penalty 3174.398961 = -1559692.404244
  nChanged 267
		SP:Iteration 12Q (108162.630000 sec): 3 clusters
  Score: Raw -1562932.655081 + Penalty 3174.398961 = -1559758.256120
  nChanged 243
		SP:Iteration 13Q (108162.920000 sec): 3 clusters
  Score: Raw -1562995.840167 + Penalty 3174.398961 = -1559821.441206
  nChanged 247
		SP:Iteration 14Q (108163.220000 sec): 3 clusters
  Score: Raw -1563064.850722 + Penalty 3174.398961 = -1559890.451761
  nChanged 252
		SP:Iteration 15Q (108163.520000 sec): 3 clusters
  Score: Raw -1563136.231416 + Penalty 3174.398961 = -1559961.832455
  nChanged 253
		SP:Iteration 16Q (108163.820000 sec): 3 clusters
  Score: Raw -1563197.213381 + Penalty 3174.398961 = -1560022.814419
  nChanged 242
		SP:Iteration 17Q (108164.110000 sec): 3 clusters
  Score: Raw -1563253.070783 + Penalty 3174.398961 = -1560078.671822
  nChanged 228
		SP:Iteration 18Q (108164.410000 sec): 3 clusters
  Score: Raw -1563309.479622 + Penalty 3174.398961 = -1560135.080661
  nChanged 260
		SP:Iteration 19Q (108164.710000 sec): 3 clusters
  Score: Raw -1563369.198701 + Penalty 3174.398961 = -1560194.799740
  nChanged 264
		SP:Iteration 20F (108165.010000 sec): 3 clusters
  Score: Raw -1563425.792485 + Penalty 3174.398961 = -1560251.393523
  nChanged 250
		SP:Iteration 21Q (108165.310000 sec): 3 clusters
  Score: Raw -1563481.353567 + Penalty 3174.398961 = -1560306.954605
  nChanged 281
		SP:Iteration 22Q (108165.620000 sec): 3 clusters
  Score: Raw -1563544.228485 + Penalty 3174.398961 = -1560369.829524
  nChanged 283
		SP:Iteration 23Q (108165.920000 sec): 3 clusters
  Score: Raw -1563622.287565 + Penalty 3174.398961 = -1560447.888604
  nChanged 331
		SP:Iteration 24Q (108166.220000 sec): 3 clusters
  Score: Raw -1563724.397691 + Penalty 3174.398961 = -1560549.998730
  nChanged 394
		SP:Iteration 25Q (108166.460000 sec): 3 clusters
  Score: Raw -1563869.141531 + Penalty 3174.398961 = -1560694.742569
  nChanged 452
		SP:Iteration 26Q (108166.660000 sec): 3 clusters
  Score: Raw -1564067.829963 + Penalty 3174.398961 = -1560893.431002
  nChanged 504
		SP:Iteration 27Q (108166.850000 sec): 3 clusters
  Score: Raw -1564321.701914 + Penalty 3174.398961 = -1561147.302953
  nChanged 505
		SP:Iteration 28Q (108167.050000 sec): 3 clusters
  Score: Raw -1564568.086085 + Penalty 3174.398961 = -1561393.687124
  nChanged 407
		SP:Iteration 29Q (108167.350000 sec): 3 clusters
  Score: Raw -1564748.996481 + Penalty 3174.398961 = -1561574.597520
  nChanged 314
		SP:Iteration 30Q (108167.650000 sec): 3 clusters
  Score: Raw -1564867.957522 + Penalty 3174.398961 = -1561693.558560
  nChanged 187
		SP:Iteration 31Q (108167.920000 sec): 3 clusters
  Score: Raw -1564919.452621 + Penalty 3174.398961 = -1561745.053660
  nChanged 124
		SP:Iteration 32Q (108168.120000 sec): 3 clusters
  Score: Raw -1564944.096206 + Penalty 3174.398961 = -1561769.697244
  nChanged 73
		SP:Iteration 33Q (108168.320000 sec): 3 clusters
  Score: Raw -1564956.339033 + Penalty 3174.398961 = -1561781.940072
  nChanged 49
		SP:Iteration 34Q (108168.600000 sec): 3 clusters
  Score: Raw -1564964.247527 + Penalty 3174.398961 = -1561789.848566
  nChanged 41
		SP:Iteration 35Q (108168.900000 sec): 3 clusters
  Score: Raw -1564971.404469 + Penalty 3174.398961 = -1561797.005507
  nChanged 32
		SP:Iteration 36Q (108169.200000 sec): 3 clusters
  Score: Raw -1564975.880012 + Penalty 3174.398961 = -1561801.481051
  nChanged 33
		SP:Iteration 37Q (108169.500000 sec): 3 clusters
  Score: Raw -1564983.065232 + Penalty 3174.398961 = -1561808.666270
  nChanged 34
		SP:Iteration 38Q (108169.800000 sec): 3 clusters
  Score: Raw -1564989.473287 + Penalty 3174.398961 = -1561815.074325
  nChanged 31
		SP:Iteration 39Q (108170.100000 sec): 3 clusters
  Score: Raw -1564994.080675 + Penalty 3174.398961 = -1561819.681714
  nChanged 28
		SP:Iteration 40F (108170.400000 sec): 3 clusters
  Score: Raw -1564998.025075 + Penalty 3174.398961 = -1561823.626114
  nChanged 23
		SP:Iteration 41Q (108170.700000 sec): 3 clusters
  Score: Raw -1565001.038379 + Penalty 3174.398961 = -1561826.639417
  nChanged 23
		SP:Iteration 42Q (108171.000000 sec): 3 clusters
  Score: Raw -1565004.621288 + Penalty 3174.398961 = -1561830.222327
  nChanged 15
		SP:Iteration 43Q (108171.300000 sec): 3 clusters
  Score: Raw -1565006.220459 + Penalty 3174.398961 = -1561831.821498
  nChanged 17
		SP:Iteration 44Q (108171.600000 sec): 3 clusters
  Score: Raw -1565007.613927 + Penalty 3174.398961 = -1561833.214966
  nChanged 12
		SP:Iteration 45Q (108171.900000 sec): 3 clusters
  Score: Raw -1565008.953986 + Penalty 3174.398961 = -1561834.555024
  nChanged 4
		SP:Iteration 46Q (108172.200000 sec): 3 clusters
  Score: Raw -1565009.359909 + Penalty 3174.398961 = -1561834.960947
  nChanged 3
		SP:Iteration 47Q (108172.500000 sec): 3 clusters
  Score: Raw -1565009.504057 + Penalty 3174.398961 = -1561835.105095
  nChanged 2
		SP:Iteration 48Q (108172.810000 sec): 3 clusters
  Score: Raw -1565009.641029 + Penalty 3174.398961 = -1561835.242067
  nChanged 1
		SP:Iteration 49Q (108173.110000 sec): 3 clusters
  Score: Raw -1565009.802220 + Penalty 3174.398961 = -1561835.403259
  nChanged 5
		SP:Iteration 50Q (108173.410000 sec): 3 clusters
  Score: Raw -1565010.386705 + Penalty 3174.398961 = -1561835.987744
  nChanged 6
		SP:Iteration 51Q (108173.700000 sec): 3 clusters
  Score: Raw -1565011.041338 + Penalty 3174.398961 = -1561836.642377
  nChanged 6
		SP:Iteration 52Q (108173.970000 sec): 3 clusters
  Score: Raw -1565011.457772 + Penalty 3174.398961 = -1561837.058811
  nChanged 4
		SP:Iteration 53Q (108174.270000 sec): 3 clusters
  Score: Raw -1565011.966446 + Penalty 3174.398961 = -1561837.567485
  nChanged 6
		SP:Iteration 54Q (108174.570000 sec): 3 clusters
  Score: Raw -1565012.966612 + Penalty 3174.398961 = -1561838.567651
  nChanged 11
		SP:Iteration 55Q (108174.810000 sec): 3 clusters
  Score: Raw -1565014.270860 + Penalty 3174.398961 = -1561839.871899
  nChanged 10
		SP:Iteration 56Q (108175.120000 sec): 3 clusters
  Score: Raw -1565015.283664 + Penalty 3174.398961 = -1561840.884703
  nChanged 12
		SP:Iteration 57Q (108175.400000 sec): 3 clusters
  Score: Raw -1565016.932967 + Penalty 3174.398961 = -1561842.534006
  nChanged 15
		SP:Iteration 58Q (108175.770000 sec): 3 clusters
  Score: Raw -1565019.559509 + Penalty 3174.398961 = -1561845.160548
  nChanged 20
		SP:Iteration 59Q (108176.040000 sec): 3 clusters
  Score: Raw -1565024.598495 + Penalty 3174.398961 = -1561850.199533
  nChanged 26
		SP:Iteration 60F (108176.340000 sec): 3 clusters
  Score: Raw -1565030.173736 + Penalty 3174.398961 = -1561855.774775
  nChanged 26
		SP:Iteration 61Q (108176.640000 sec): 3 clusters
  Score: Raw -1565037.043192 + Penalty 3174.398961 = -1561862.644231
  nChanged 35
		SP:Iteration 62Q (108176.940000 sec): 3 clusters
  Score: Raw -1565050.054065 + Penalty 3174.398961 = -1561875.655103
  nChanged 48
		SP:Iteration 63Q (108177.240000 sec): 3 clusters
  Score: Raw -1565084.914961 + Penalty 3174.398961 = -1561910.516000
  nChanged 89
		SP:Iteration 64Q (108177.550000 sec): 3 clusters
  Score: Raw -1565200.992666 + Penalty 3174.398961 = -1562026.593705
  nChanged 127
		SP:Iteration 65Q (108177.850000 sec): 3 clusters
  Score: Raw -1565457.077551 + Penalty 3174.398961 = -1562282.678590
  nChanged 137
		SP:Iteration 66Q (108178.150000 sec): 3 clusters
  Score: Raw -1565647.135900 + Penalty 3174.398961 = -1562472.736939
  nChanged 120
		SP:Iteration 67Q (108178.460000 sec): 3 clusters
  Score: Raw -1565712.459159 + Penalty 3174.398961 = -1562538.060198
  nChanged 84
		SP:Iteration 68Q (108178.760000 sec): 3 clusters
  Score: Raw -1565744.161093 + Penalty 3174.398961 = -1562569.762131
  nChanged 58
		SP:Iteration 69Q (108178.980000 sec): 3 clusters
  Score: Raw -1565760.825432 + Penalty 3174.398961 = -1562586.426471
  nChanged 44
		SP:Iteration 70Q (108179.190000 sec): 3 clusters
  Score: Raw -1565771.130351 + Penalty 3174.398961 = -1562596.731390
  nChanged 34
		SP:Iteration 71Q (108179.370000 sec): 3 clusters
  Score: Raw -1565777.868321 + Penalty 3174.398961 = -1562603.469360
  nChanged 33
		SP:Iteration 72Q (108179.660000 sec): 3 clusters
  Score: Raw -1565783.344246 + Penalty 3174.398961 = -1562608.945284
  nChanged 24
		SP:Iteration 73Q (108179.960000 sec): 3 clusters
  Score: Raw -1565786.773960 + Penalty 3174.398961 = -1562612.374999
  nChanged 14
		SP:Iteration 74Q (108180.260000 sec): 3 clusters
  Score: Raw -1565788.685838 + Penalty 3174.398961 = -1562614.286876
  nChanged 9
		SP:Iteration 75Q (108180.560000 sec): 3 clusters
  Score: Raw -1565789.458375 + Penalty 3174.398961 = -1562615.059414
  nChanged 3
		SP:Iteration 76Q (108180.860000 sec): 3 clusters
  Score: Raw -1565789.709887 + Penalty 3174.398961 = -1562615.310926
  nChanged 3
		SP:Iteration 77Q (108181.160000 sec): 3 clusters
  Score: Raw -1565789.875916 + Penalty 3174.398961 = -1562615.476955
  nChanged 1
		SP:Iteration 78Q (108181.460000 sec): 3 clusters
  Score: Raw -1565789.909158 + Penalty 3174.398961 = -1562615.510197
  nChanged 1
		SP:Iteration 79Q (108181.760000 sec): 3 clusters
  Score: Raw -1565790.014625 + Penalty 3174.398961 = -1562615.615663
  nChanged 0
		SP:Iteration 80F (108182.030000 sec): 3 clusters
  Score: Raw -1565790.014625 + Penalty 3174.398961 = -1562615.615663
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (13481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108182.160000 sec): 2 clusters
  Score: Raw -1300148.030673 + Penalty 1545.218442 = -1298602.812231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108182.480000 sec): 3 clusters
  Score: Raw -1292242.200963 + Penalty 3090.436884 = -1289151.764079
  nChanged 5942
		SP:Iteration 1F (108182.650000 sec): 3 clusters
  Score: Raw -1295750.589670 + Penalty 3090.436884 = -1292660.152786
  nChanged 963
		SP:Iteration 2F (108182.920000 sec): 3 clusters
  Score: Raw -1296388.219935 + Penalty 3090.436884 = -1293297.783051
  nChanged 926
		SP:Iteration 3F (108183.130000 sec): 3 clusters
  Score: Raw -1297039.015056 + Penalty 3090.436884 = -1293948.578172
  nChanged 844
		SP:Iteration 4F (108183.420000 sec): 3 clusters
  Score: Raw -1297742.938813 + Penalty 3090.436884 = -1294652.501930
  nChanged 919
		SP:Iteration 5F (108183.580000 sec): 3 clusters
  Score: Raw -1298610.384573 + Penalty 3090.436884 = -1295519.947689
  nChanged 994
		SP:Iteration 6F (108183.870000 sec): 3 clusters
  Score: Raw -1299583.330657 + Penalty 3090.436884 = -1296492.893773
  nChanged 918
		SP:Iteration 7F (108184.110000 sec): 3 clusters
  Score: Raw -1300511.995816 + Penalty 3090.436884 = -1297421.558932
  nChanged 779
		SP:Iteration 8F (108184.440000 sec): 3 clusters
  Score: Raw -1301243.926299 + Penalty 3090.436884 = -1298153.489415
  nChanged 612
		SP:Iteration 9Q (108184.720000 sec): 3 clusters
  Score: Raw -1301755.902598 + Penalty 3090.436884 = -1298665.465714
  nChanged 461
		SP:Iteration 10Q (108185.000000 sec): 3 clusters
  Score: Raw -1302102.605029 + Penalty 3090.436884 = -1299012.168146
  nChanged 317
		SP:Iteration 11Q (108185.180000 sec): 3 clusters
  Score: Raw -1302344.051583 + Penalty 3090.436884 = -1299253.614699
  nChanged 211
		SP:Iteration 12Q (108185.360000 sec): 3 clusters
  Score: Raw -1302463.798309 + Penalty 3090.436884 = -1299373.361425
  nChanged 164
		SP:Iteration 13Q (108185.540000 sec): 3 clusters
  Score: Raw -1302521.628219 + Penalty 3090.436884 = -1299431.191335
  nChanged 108
		SP:Iteration 14Q (108185.820000 sec): 3 clusters
  Score: Raw -1302550.018932 + Penalty 3090.436884 = -1299459.582048
  nChanged 88
		SP:Iteration 15Q (108186.070000 sec): 3 clusters
  Score: Raw -1302572.183517 + Penalty 3090.436884 = -1299481.746633
  nChanged 68
		SP:Iteration 16Q (108186.360000 sec): 3 clusters
  Score: Raw -1302586.838251 + Penalty 3090.436884 = -1299496.401367
  nChanged 49
		SP:Iteration 17Q (108186.640000 sec): 3 clusters
  Score: Raw -1302595.146591 + Penalty 3090.436884 = -1299504.709708
  nChanged 41
		SP:Iteration 18Q (108186.940000 sec): 3 clusters
  Score: Raw -1302601.706096 + Penalty 3090.436884 = -1299511.269212
  nChanged 38
		SP:Iteration 19Q (108187.230000 sec): 3 clusters
  Score: Raw -1302607.747109 + Penalty 3090.436884 = -1299517.310225
  nChanged 28
		SP:Iteration 20F (108187.510000 sec): 3 clusters
  Score: Raw -1302612.412917 + Penalty 3090.436884 = -1299521.976033
  nChanged 27
		SP:Iteration 21Q (108187.790000 sec): 3 clusters
  Score: Raw -1302615.805267 + Penalty 3090.436884 = -1299525.368383
  nChanged 20
		SP:Iteration 22Q (108188.060000 sec): 3 clusters
  Score: Raw -1302618.788632 + Penalty 3090.436884 = -1299528.351748
  nChanged 16
		SP:Iteration 23Q (108188.350000 sec): 3 clusters
  Score: Raw -1302620.820157 + Penalty 3090.436884 = -1299530.383273
  nChanged 15
		SP:Iteration 24Q (108188.630000 sec): 3 clusters
  Score: Raw -1302623.433790 + Penalty 3090.436884 = -1299532.996906
  nChanged 20
		SP:Iteration 25Q (108188.850000 sec): 3 clusters
  Score: Raw -1302625.541380 + Penalty 3090.436884 = -1299535.104496
  nChanged 18
		SP:Iteration 26Q (108189.110000 sec): 3 clusters
  Score: Raw -1302628.004001 + Penalty 3090.436884 = -1299537.567117
  nChanged 16
		SP:Iteration 27Q (108189.360000 sec): 3 clusters
  Score: Raw -1302629.880020 + Penalty 3090.436884 = -1299539.443136
  nChanged 19
		SP:Iteration 28Q (108189.590000 sec): 3 clusters
  Score: Raw -1302631.547386 + Penalty 3090.436884 = -1299541.110502
  nChanged 9
		SP:Iteration 29Q (108189.850000 sec): 3 clusters
  Score: Raw -1302632.097994 + Penalty 3090.436884 = -1299541.661110
  nChanged 0
		SP:Iteration 30F (108190.140000 sec): 3 clusters
  Score: Raw -1302632.097994 + Penalty 3090.436884 = -1299541.661110
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (4451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108190.230000 sec): 2 clusters
  Score: Raw -294459.085715 + Penalty 1365.143661 = -293093.942054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108190.400000 sec): 3 clusters
  Score: Raw -292368.995678 + Penalty 2730.287322 = -289638.708356
  nChanged 1872
		SP:Iteration 1F (108190.580000 sec): 3 clusters
  Score: Raw -295685.926488 + Penalty 2730.287322 = -292955.639166
  nChanged 729
		SP:Iteration 2F (108190.750000 sec): 3 clusters
  Score: Raw -297759.001669 + Penalty 2730.287322 = -295028.714346
  nChanged 442
		SP:Iteration 3F (108190.930000 sec): 3 clusters
  Score: Raw -298781.387816 + Penalty 2730.287322 = -296051.100494
  nChanged 271
		SP:Iteration 4F (108191.110000 sec): 3 clusters
  Score: Raw -299307.516874 + Penalty 2730.287322 = -296577.229551
  nChanged 185
		SP:Iteration 5Q (108191.280000 sec): 3 clusters
  Score: Raw -299660.187267 + Penalty 2730.287322 = -296929.899945
  nChanged 110
		SP:Iteration 6Q (108191.460000 sec): 3 clusters
  Score: Raw -299834.705350 + Penalty 2730.287322 = -297104.418027
  nChanged 93
		SP:Iteration 7Q (108191.630000 sec): 3 clusters
  Score: Raw -299949.387544 + Penalty 2730.287322 = -297219.100222
  nChanged 63
		SP:Iteration 8Q (108191.810000 sec): 3 clusters
  Score: Raw -300023.633567 + Penalty 2730.287322 = -297293.346245
  nChanged 43
		SP:Iteration 9Q (108191.990000 sec): 3 clusters
  Score: Raw -300072.288862 + Penalty 2730.287322 = -297342.001539
  nChanged 35
		SP:Iteration 10Q (108192.160000 sec): 3 clusters
  Score: Raw -300105.000637 + Penalty 2730.287322 = -297374.713314
  nChanged 24
		SP:Iteration 11Q (108192.340000 sec): 3 clusters
  Score: Raw -300118.229212 + Penalty 2730.287322 = -297387.941890
  nChanged 13
		SP:Iteration 12Q (108192.510000 sec): 3 clusters
  Score: Raw -300121.894610 + Penalty 2730.287322 = -297391.607287
  nChanged 8
		SP:Iteration 13Q (108192.690000 sec): 3 clusters
  Score: Raw -300123.986143 + Penalty 2730.287322 = -297393.698820
  nChanged 1
		SP:Iteration 14Q (108192.810000 sec): 3 clusters
  Score: Raw -300124.044785 + Penalty 2730.287322 = -297393.757463
  nChanged 0
		SP:Iteration 15F (108192.890000 sec): 3 clusters
  Score: Raw -300127.784639 + Penalty 2730.287322 = -297397.497316
  nChanged 2
		SP:Iteration 16Q (108192.970000 sec): 3 clusters
  Score: Raw -300130.714503 + Penalty 2730.287322 = -297400.427181
  nChanged 4
		SP:Iteration 17Q (108193.060000 sec): 3 clusters
  Score: Raw -300132.944902 + Penalty 2730.287322 = -297402.657580
  nChanged 4
		SP:Iteration 18Q (108193.140000 sec): 3 clusters
  Score: Raw -300135.330380 + Penalty 2730.287322 = -297405.043057
  nChanged 6
		SP:Iteration 19Q (108193.220000 sec): 3 clusters
  Score: Raw -300138.035343 + Penalty 2730.287322 = -297407.748020
  nChanged 7
		SP:Iteration 20F (108193.300000 sec): 3 clusters
  Score: Raw -300140.690774 + Penalty 2730.287322 = -297410.403452
  nChanged 5
		SP:Iteration 21Q (108193.380000 sec): 3 clusters
  Score: Raw -300141.575020 + Penalty 2730.287322 = -297411.287697
  nChanged 1
		SP:Iteration 22Q (108193.460000 sec): 3 clusters
  Score: Raw -300141.744807 + Penalty 2730.287322 = -297411.457485
  nChanged 1
		SP:Iteration 23Q (108193.540000 sec): 3 clusters
  Score: Raw -300141.973706 + Penalty 2730.287322 = -297411.686383
  nChanged 0
		SP:Iteration 24F (108193.620000 sec): 3 clusters
  Score: Raw -300141.973706 + Penalty 2730.287322 = -297411.686383
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (7634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108193.750000 sec): 2 clusters
  Score: Raw -543108.080913 + Penalty 1452.809675 = -541655.271237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108193.970000 sec): 3 clusters
  Score: Raw -539009.979384 + Penalty 2905.619351 = -536104.360033
  nChanged 3220
		SP:Iteration 1F (108194.170000 sec): 3 clusters
  Score: Raw -541267.790334 + Penalty 2905.619351 = -538362.170983
  nChanged 773
		SP:Iteration 2F (108194.370000 sec): 3 clusters
  Score: Raw -542094.142081 + Penalty 2905.619351 = -539188.522731
  nChanged 672
		SP:Iteration 3F (108194.560000 sec): 3 clusters
  Score: Raw -542711.564196 + Penalty 2905.619351 = -539805.944845
  nChanged 555
		SP:Iteration 4F (108194.770000 sec): 3 clusters
  Score: Raw -543176.256807 + Penalty 2905.619351 = -540270.637456
  nChanged 451
		SP:Iteration 5F (108194.970000 sec): 3 clusters
  Score: Raw -543489.531244 + Penalty 2905.619351 = -540583.911893
  nChanged 310
		SP:Iteration 6Q (108195.160000 sec): 3 clusters
  Score: Raw -543661.759240 + Penalty 2905.619351 = -540756.139889
  nChanged 241
		SP:Iteration 7Q (108195.360000 sec): 3 clusters
  Score: Raw -543775.057625 + Penalty 2905.619351 = -540869.438274
  nChanged 197
		SP:Iteration 8Q (108195.540000 sec): 3 clusters
  Score: Raw -543869.702989 + Penalty 2905.619351 = -540964.083638
  nChanged 185
		SP:Iteration 9Q (108195.740000 sec): 3 clusters
  Score: Raw -543954.960637 + Penalty 2905.619351 = -541049.341286
  nChanged 165
		SP:Iteration 10Q (108195.940000 sec): 3 clusters
  Score: Raw -544027.545842 + Penalty 2905.619351 = -541121.926491
  nChanged 140
		SP:Iteration 11Q (108196.130000 sec): 3 clusters
  Score: Raw -544084.903534 + Penalty 2905.619351 = -541179.284183
  nChanged 111
		SP:Iteration 12Q (108196.340000 sec): 3 clusters
  Score: Raw -544122.261753 + Penalty 2905.619351 = -541216.642402
  nChanged 92
		SP:Iteration 13Q (108196.530000 sec): 3 clusters
  Score: Raw -544156.653235 + Penalty 2905.619351 = -541251.033885
  nChanged 110
		SP:Iteration 14Q (108196.730000 sec): 3 clusters
  Score: Raw -544200.515656 + Penalty 2905.619351 = -541294.896305
  nChanged 94
		SP:Iteration 15Q (108196.930000 sec): 3 clusters
  Score: Raw -544242.437051 + Penalty 2905.619351 = -541336.817700
  nChanged 111
		SP:Iteration 16Q (108197.130000 sec): 3 clusters
  Score: Raw -544295.858960 + Penalty 2905.619351 = -541390.239609
  nChanged 104
		SP:Iteration 17Q (108197.330000 sec): 3 clusters
  Score: Raw -544335.807473 + Penalty 2905.619351 = -541430.188122
  nChanged 84
		SP:Iteration 18Q (108197.530000 sec): 3 clusters
  Score: Raw -544372.896033 + Penalty 2905.619351 = -541467.276682
  nChanged 74
		SP:Iteration 19Q (108197.730000 sec): 3 clusters
  Score: Raw -544408.275588 + Penalty 2905.619351 = -541502.656237
  nChanged 94
		SP:Iteration 20F (108197.930000 sec): 3 clusters
  Score: Raw -544451.150487 + Penalty 2905.619351 = -541545.531136
  nChanged 87
		SP:Iteration 21Q (108198.130000 sec): 3 clusters
  Score: Raw -544491.420410 + Penalty 2905.619351 = -541585.801059
  nChanged 85
		SP:Iteration 22Q (108198.330000 sec): 3 clusters
  Score: Raw -544538.215775 + Penalty 2905.619351 = -541632.596424
  nChanged 102
		SP:Iteration 23Q (108198.520000 sec): 3 clusters
  Score: Raw -544593.027516 + Penalty 2905.619351 = -541687.408165
  nChanged 104
		SP:Iteration 24Q (108198.720000 sec): 3 clusters
  Score: Raw -544640.711761 + Penalty 2905.619351 = -541735.092410
  nChanged 82
		SP:Iteration 25Q (108198.920000 sec): 3 clusters
  Score: Raw -544675.782607 + Penalty 2905.619351 = -541770.163256
  nChanged 72
		SP:Iteration 26Q (108199.120000 sec): 3 clusters
  Score: Raw -544705.721320 + Penalty 2905.619351 = -541800.101969
  nChanged 67
		SP:Iteration 27Q (108199.320000 sec): 3 clusters
  Score: Raw -544732.591831 + Penalty 2905.619351 = -541826.972480
  nChanged 58
		SP:Iteration 28Q (108199.520000 sec): 3 clusters
  Score: Raw -544759.631219 + Penalty 2905.619351 = -541854.011868
  nChanged 56
		SP:Iteration 29Q (108199.720000 sec): 3 clusters
  Score: Raw -544784.351079 + Penalty 2905.619351 = -541878.731728
  nChanged 53
		SP:Iteration 30Q (108199.920000 sec): 3 clusters
  Score: Raw -544804.937460 + Penalty 2905.619351 = -541899.318110
  nChanged 44
		SP:Iteration 31Q (108200.160000 sec): 3 clusters
  Score: Raw -544823.735435 + Penalty 2905.619351 = -541918.116085
  nChanged 42
		SP:Iteration 32Q (108200.360000 sec): 3 clusters
  Score: Raw -544843.740236 + Penalty 2905.619351 = -541938.120886
  nChanged 56
		SP:Iteration 33Q (108200.560000 sec): 3 clusters
  Score: Raw -544872.345403 + Penalty 2905.619351 = -541966.726052
  nChanged 55
		SP:Iteration 34Q (108200.760000 sec): 3 clusters
  Score: Raw -544898.737387 + Penalty 2905.619351 = -541993.118036
  nChanged 53
		SP:Iteration 35Q (108200.960000 sec): 3 clusters
  Score: Raw -544940.788972 + Penalty 2905.619351 = -542035.169622
  nChanged 57
		SP:Iteration 36Q (108201.160000 sec): 3 clusters
  Score: Raw -544974.736928 + Penalty 2905.619351 = -542069.117577
  nChanged 67
		SP:Iteration 37Q (108201.360000 sec): 3 clusters
  Score: Raw -545015.110323 + Penalty 2905.619351 = -542109.490972
  nChanged 69
		SP:Iteration 38Q (108201.560000 sec): 3 clusters
  Score: Raw -545062.089754 + Penalty 2905.619351 = -542156.470403
  nChanged 65
		SP:Iteration 39Q (108201.760000 sec): 3 clusters
  Score: Raw -545112.925881 + Penalty 2905.619351 = -542207.306530
  nChanged 61
		SP:Iteration 40F (108201.960000 sec): 3 clusters
  Score: Raw -545148.384473 + Penalty 2905.619351 = -542242.765122
  nChanged 62
		SP:Iteration 41Q (108202.160000 sec): 3 clusters
  Score: Raw -545191.382919 + Penalty 2905.619351 = -542285.763568
  nChanged 67
		SP:Iteration 42Q (108202.360000 sec): 3 clusters
  Score: Raw -545244.576747 + Penalty 2905.619351 = -542338.957396
  nChanged 71
		SP:Iteration 43Q (108202.560000 sec): 3 clusters
  Score: Raw -545292.395657 + Penalty 2905.619351 = -542386.776306
  nChanged 62
		SP:Iteration 44Q (108202.760000 sec): 3 clusters
  Score: Raw -545330.129009 + Penalty 2905.619351 = -542424.509658
  nChanged 70
		SP:Iteration 45Q (108202.960000 sec): 3 clusters
  Score: Raw -545368.319330 + Penalty 2905.619351 = -542462.699979
  nChanged 52
		SP:Iteration 46Q (108203.160000 sec): 3 clusters
  Score: Raw -545392.270135 + Penalty 2905.619351 = -542486.650784
  nChanged 35
		SP:Iteration 47Q (108203.360000 sec): 3 clusters
  Score: Raw -545407.395481 + Penalty 2905.619351 = -542501.776131
  nChanged 33
		SP:Iteration 48Q (108203.560000 sec): 3 clusters
  Score: Raw -545420.066888 + Penalty 2905.619351 = -542514.447537
  nChanged 20
		SP:Iteration 49Q (108203.760000 sec): 3 clusters
  Score: Raw -545426.968096 + Penalty 2905.619351 = -542521.348745
  nChanged 16
		SP:Iteration 50Q (108203.950000 sec): 3 clusters
  Score: Raw -545431.790493 + Penalty 2905.619351 = -542526.171142
  nChanged 12
		SP:Iteration 51Q (108204.060000 sec): 3 clusters
  Score: Raw -545434.615430 + Penalty 2905.619351 = -542528.996079
  nChanged 10
		SP:Iteration 52Q (108204.180000 sec): 3 clusters
  Score: Raw -545438.011994 + Penalty 2905.619351 = -542532.392644
  nChanged 14
		SP:Iteration 53Q (108204.290000 sec): 3 clusters
  Score: Raw -545442.062503 + Penalty 2905.619351 = -542536.443153
  nChanged 12
		SP:Iteration 54Q (108204.470000 sec): 3 clusters
  Score: Raw -545445.097361 + Penalty 2905.619351 = -542539.478010
  nChanged 15
		SP:Iteration 55Q (108204.670000 sec): 3 clusters
  Score: Raw -545448.799283 + Penalty 2905.619351 = -542543.179932
  nChanged 10
		SP:Iteration 56Q (108204.870000 sec): 3 clusters
  Score: Raw -545451.210942 + Penalty 2905.619351 = -542545.591591
  nChanged 9
		SP:Iteration 57Q (108205.070000 sec): 3 clusters
  Score: Raw -545453.511682 + Penalty 2905.619351 = -542547.892331
  nChanged 12
		SP:Iteration 58Q (108205.270000 sec): 3 clusters
  Score: Raw -545457.057575 + Penalty 2905.619351 = -542551.438224
  nChanged 9
		SP:Iteration 59Q (108205.470000 sec): 3 clusters
  Score: Raw -545459.291421 + Penalty 2905.619351 = -542553.672071
  nChanged 7
		SP:Iteration 60F (108205.670000 sec): 3 clusters
  Score: Raw -545460.397560 + Penalty 2905.619351 = -542554.778209
  nChanged 6
		SP:Iteration 61Q (108205.870000 sec): 3 clusters
  Score: Raw -545462.095375 + Penalty 2905.619351 = -542556.476025
  nChanged 3
		SP:Iteration 62Q (108206.070000 sec): 3 clusters
  Score: Raw -545463.246668 + Penalty 2905.619351 = -542557.627317
  nChanged 3
		SP:Iteration 63Q (108206.270000 sec): 3 clusters
  Score: Raw -545464.527214 + Penalty 2905.619351 = -542558.907863
  nChanged 6
		SP:Iteration 64Q (108206.470000 sec): 3 clusters
  Score: Raw -545465.816131 + Penalty 2905.619351 = -542560.196781
  nChanged 2
		SP:Iteration 65Q (108206.670000 sec): 3 clusters
  Score: Raw -545466.514373 + Penalty 2905.619351 = -542560.895022
  nChanged 4
		SP:Iteration 66Q (108206.870000 sec): 3 clusters
  Score: Raw -545467.241821 + Penalty 2905.619351 = -542561.622470
  nChanged 1
		SP:Iteration 67Q (108207.070000 sec): 3 clusters
  Score: Raw -545467.346508 + Penalty 2905.619351 = -542561.727157
  nChanged 0
		SP:Iteration 68F (108207.270000 sec): 3 clusters
  Score: Raw -545467.346508 + Penalty 2905.619351 = -542561.727157
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (10067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108207.400000 sec): 2 clusters
  Score: Raw -835953.630493 + Penalty 1497.765429 = -834455.865063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108207.640000 sec): 3 clusters
  Score: Raw -830283.635455 + Penalty 2995.530859 = -827288.104596
  nChanged 4409
		SP:Iteration 1F (108207.870000 sec): 3 clusters
  Score: Raw -833586.471939 + Penalty 2995.530859 = -830590.941080
  nChanged 1152
		SP:Iteration 2F (108208.050000 sec): 3 clusters
  Score: Raw -834974.618271 + Penalty 2995.530859 = -831979.087413
  nChanged 991
		SP:Iteration 3F (108208.280000 sec): 3 clusters
  Score: Raw -835907.416863 + Penalty 2995.530859 = -832911.886004
  nChanged 685
		SP:Iteration 4F (108208.510000 sec): 3 clusters
  Score: Raw -836433.796678 + Penalty 2995.530859 = -833438.265820
  nChanged 460
		SP:Iteration 5Q (108208.740000 sec): 3 clusters
  Score: Raw -836714.174461 + Penalty 2995.530859 = -833718.643602
  nChanged 297
		SP:Iteration 6Q (108208.960000 sec): 3 clusters
  Score: Raw -836864.278673 + Penalty 2995.530859 = -833868.747814
  nChanged 223
		SP:Iteration 7Q (108209.180000 sec): 3 clusters
  Score: Raw -836966.268718 + Penalty 2995.530859 = -833970.737860
  nChanged 177
		SP:Iteration 8Q (108209.410000 sec): 3 clusters
  Score: Raw -837040.773205 + Penalty 2995.530859 = -834045.242347
  nChanged 146
		SP:Iteration 9Q (108209.640000 sec): 3 clusters
  Score: Raw -837095.467726 + Penalty 2995.530859 = -834099.936867
  nChanged 145
		SP:Iteration 10Q (108209.860000 sec): 3 clusters
  Score: Raw -837148.140578 + Penalty 2995.530859 = -834152.609720
  nChanged 136
		SP:Iteration 11Q (108210.090000 sec): 3 clusters
  Score: Raw -837199.599803 + Penalty 2995.530859 = -834204.068944
  nChanged 147
		SP:Iteration 12Q (108210.350000 sec): 3 clusters
  Score: Raw -837245.789740 + Penalty 2995.530859 = -834250.258881
  nChanged 120
		SP:Iteration 13Q (108210.620000 sec): 3 clusters
  Score: Raw -837285.918961 + Penalty 2995.530859 = -834290.388102
  nChanged 93
		SP:Iteration 14Q (108210.840000 sec): 3 clusters
  Score: Raw -837319.305684 + Penalty 2995.530859 = -834323.774826
  nChanged 105
		SP:Iteration 15Q (108211.070000 sec): 3 clusters
  Score: Raw -837352.528248 + Penalty 2995.530859 = -834356.997389
  nChanged 95
		SP:Iteration 16Q (108211.300000 sec): 3 clusters
  Score: Raw -837383.790538 + Penalty 2995.530859 = -834388.259679
  nChanged 100
		SP:Iteration 17Q (108211.520000 sec): 3 clusters
  Score: Raw -837409.745405 + Penalty 2995.530859 = -834414.214546
  nChanged 83
		SP:Iteration 18Q (108211.750000 sec): 3 clusters
  Score: Raw -837425.394968 + Penalty 2995.530859 = -834429.864109
  nChanged 61
		SP:Iteration 19Q (108211.980000 sec): 3 clusters
  Score: Raw -837439.165247 + Penalty 2995.530859 = -834443.634389
  nChanged 61
		SP:Iteration 20F (108212.200000 sec): 3 clusters
  Score: Raw -837454.831407 + Penalty 2995.530859 = -834459.300549
  nChanged 65
		SP:Iteration 21Q (108212.430000 sec): 3 clusters
  Score: Raw -837472.389704 + Penalty 2995.530859 = -834476.858845
  nChanged 63
		SP:Iteration 22Q (108212.660000 sec): 3 clusters
  Score: Raw -837489.722024 + Penalty 2995.530859 = -834494.191165
  nChanged 61
		SP:Iteration 23Q (108212.970000 sec): 3 clusters
  Score: Raw -837505.881662 + Penalty 2995.530859 = -834510.350803
  nChanged 53
		SP:Iteration 24Q (108213.160000 sec): 3 clusters
  Score: Raw -837517.232910 + Penalty 2995.530859 = -834521.702051
  nChanged 49
		SP:Iteration 25Q (108213.430000 sec): 3 clusters
  Score: Raw -837525.905027 + Penalty 2995.530859 = -834530.374169
  nChanged 37
		SP:Iteration 26Q (108213.650000 sec): 3 clusters
  Score: Raw -837532.652386 + Penalty 2995.530859 = -834537.121528
  nChanged 34
		SP:Iteration 27Q (108213.870000 sec): 3 clusters
  Score: Raw -837540.155147 + Penalty 2995.530859 = -834544.624288
  nChanged 40
		SP:Iteration 28Q (108214.100000 sec): 3 clusters
  Score: Raw -837549.179899 + Penalty 2995.530859 = -834553.649040
  nChanged 47
		SP:Iteration 29Q (108214.320000 sec): 3 clusters
  Score: Raw -837560.625359 + Penalty 2995.530859 = -834565.094501
  nChanged 52
		SP:Iteration 30Q (108214.550000 sec): 3 clusters
  Score: Raw -837572.800369 + Penalty 2995.530859 = -834577.269510
  nChanged 53
		SP:Iteration 31Q (108214.770000 sec): 3 clusters
  Score: Raw -837583.700906 + Penalty 2995.530859 = -834588.170047
  nChanged 47
		SP:Iteration 32Q (108215.000000 sec): 3 clusters
  Score: Raw -837596.053154 + Penalty 2995.530859 = -834600.522295
  nChanged 59
		SP:Iteration 33Q (108215.240000 sec): 3 clusters
  Score: Raw -837612.712067 + Penalty 2995.530859 = -834617.181209
  nChanged 62
		SP:Iteration 34Q (108215.400000 sec): 3 clusters
  Score: Raw -837627.022251 + Penalty 2995.530859 = -834631.491393
  nChanged 38
		SP:Iteration 35Q (108215.650000 sec): 3 clusters
  Score: Raw -837634.159034 + Penalty 2995.530859 = -834638.628175
  nChanged 46
		SP:Iteration 36Q (108215.920000 sec): 3 clusters
  Score: Raw -837641.843116 + Penalty 2995.530859 = -834646.312257
  nChanged 37
		SP:Iteration 37Q (108216.140000 sec): 3 clusters
  Score: Raw -837647.646460 + Penalty 2995.530859 = -834652.115601
  nChanged 36
		SP:Iteration 38Q (108216.370000 sec): 3 clusters
  Score: Raw -837654.599415 + Penalty 2995.530859 = -834659.068556
  nChanged 34
		SP:Iteration 39Q (108216.590000 sec): 3 clusters
  Score: Raw -837660.855848 + Penalty 2995.530859 = -834665.324989
  nChanged 38
		SP:Iteration 40F (108216.820000 sec): 3 clusters
  Score: Raw -837669.808109 + Penalty 2995.530859 = -834674.277250
  nChanged 40
		SP:Iteration 41Q (108217.040000 sec): 3 clusters
  Score: Raw -837676.893764 + Penalty 2995.530859 = -834681.362905
  nChanged 30
		SP:Iteration 42Q (108217.270000 sec): 3 clusters
  Score: Raw -837681.051250 + Penalty 2995.530859 = -834685.520391
  nChanged 28
		SP:Iteration 43Q (108217.420000 sec): 3 clusters
  Score: Raw -837686.171332 + Penalty 2995.530859 = -834690.640474
  nChanged 27
		SP:Iteration 44Q (108217.640000 sec): 3 clusters
  Score: Raw -837690.712134 + Penalty 2995.530859 = -834695.181275
  nChanged 33
		SP:Iteration 45Q (108217.870000 sec): 3 clusters
  Score: Raw -837696.249883 + Penalty 2995.530859 = -834700.719025
  nChanged 37
		SP:Iteration 46Q (108218.090000 sec): 3 clusters
  Score: Raw -837701.645992 + Penalty 2995.530859 = -834706.115133
  nChanged 23
		SP:Iteration 47Q (108218.320000 sec): 3 clusters
  Score: Raw -837704.741744 + Penalty 2995.530859 = -834709.210885
  nChanged 17
		SP:Iteration 48Q (108218.540000 sec): 3 clusters
  Score: Raw -837708.805852 + Penalty 2995.530859 = -834713.274994
  nChanged 27
		SP:Iteration 49Q (108218.770000 sec): 3 clusters
  Score: Raw -837719.752838 + Penalty 2995.530859 = -834724.221979
  nChanged 42
		SP:Iteration 50Q (108219.040000 sec): 3 clusters
  Score: Raw -837735.250999 + Penalty 2995.530859 = -834739.720141
  nChanged 55
		SP:Iteration 51Q (108219.260000 sec): 3 clusters
  Score: Raw -837749.878897 + Penalty 2995.530859 = -834754.348038
  nChanged 44
		SP:Iteration 52Q (108219.490000 sec): 3 clusters
  Score: Raw -837759.790979 + Penalty 2995.530859 = -834764.260120
  nChanged 36
		SP:Iteration 53Q (108219.720000 sec): 3 clusters
  Score: Raw -837765.137131 + Penalty 2995.530859 = -834769.606272
  nChanged 27
		SP:Iteration 54Q (108219.950000 sec): 3 clusters
  Score: Raw -837769.241964 + Penalty 2995.530859 = -834773.711105
  nChanged 24
		SP:Iteration 55Q (108220.180000 sec): 3 clusters
  Score: Raw -837772.310834 + Penalty 2995.530859 = -834776.779976
  nChanged 13
		SP:Iteration 56Q (108220.410000 sec): 3 clusters
  Score: Raw -837774.253916 + Penalty 2995.530859 = -834778.723057
  nChanged 10
		SP:Iteration 57Q (108220.640000 sec): 3 clusters
  Score: Raw -837775.323886 + Penalty 2995.530859 = -834779.793027
  nChanged 4
		SP:Iteration 58Q (108220.870000 sec): 3 clusters
  Score: Raw -837775.757982 + Penalty 2995.530859 = -834780.227123
  nChanged 4
		SP:Iteration 59Q (108221.100000 sec): 3 clusters
  Score: Raw -837776.431877 + Penalty 2995.530859 = -834780.901019
  nChanged 6
		SP:Iteration 60F (108221.330000 sec): 3 clusters
  Score: Raw -837778.123806 + Penalty 2995.530859 = -834782.592947
  nChanged 6
		SP:Iteration 61Q (108221.560000 sec): 3 clusters
  Score: Raw -837778.693716 + Penalty 2995.530859 = -834783.162857
  nChanged 7
		SP:Iteration 62Q (108221.790000 sec): 3 clusters
  Score: Raw -837779.424033 + Penalty 2995.530859 = -834783.893174
  nChanged 8
		SP:Iteration 63Q (108222.020000 sec): 3 clusters
  Score: Raw -837780.388905 + Penalty 2995.530859 = -834784.858046
  nChanged 9
		SP:Iteration 64Q (108222.250000 sec): 3 clusters
  Score: Raw -837782.457068 + Penalty 2995.530859 = -834786.926209
  nChanged 15
		SP:Iteration 65Q (108222.480000 sec): 3 clusters
  Score: Raw -837785.181905 + Penalty 2995.530859 = -834789.651046
  nChanged 18
		SP:Iteration 66Q (108222.710000 sec): 3 clusters
  Score: Raw -837789.778946 + Penalty 2995.530859 = -834794.248088
  nChanged 28
		SP:Iteration 67Q (108222.940000 sec): 3 clusters
  Score: Raw -837796.153225 + Penalty 2995.530859 = -834800.622367
  nChanged 26
		SP:Iteration 68Q (108223.170000 sec): 3 clusters
  Score: Raw -837800.502411 + Penalty 2995.530859 = -834804.971552
  nChanged 21
		SP:Iteration 69Q (108223.400000 sec): 3 clusters
  Score: Raw -837803.596667 + Penalty 2995.530859 = -834808.065809
  nChanged 23
		SP:Iteration 70Q (108223.630000 sec): 3 clusters
  Score: Raw -837806.827811 + Penalty 2995.530859 = -834811.296953
  nChanged 29
		SP:Iteration 71Q (108223.860000 sec): 3 clusters
  Score: Raw -837812.081189 + Penalty 2995.530859 = -834816.550331
  nChanged 28
		SP:Iteration 72Q (108224.090000 sec): 3 clusters
  Score: Raw -837817.846323 + Penalty 2995.530859 = -834822.315465
  nChanged 33
		SP:Iteration 73Q (108224.320000 sec): 3 clusters
  Score: Raw -837823.325356 + Penalty 2995.530859 = -834827.794497
  nChanged 28
		SP:Iteration 74Q (108224.550000 sec): 3 clusters
  Score: Raw -837829.977274 + Penalty 2995.530859 = -834834.446415
  nChanged 41
		SP:Iteration 75Q (108224.780000 sec): 3 clusters
  Score: Raw -837842.716507 + Penalty 2995.530859 = -834847.185649
  nChanged 47
		SP:Iteration 76Q (108224.920000 sec): 3 clusters
  Score: Raw -837855.956311 + Penalty 2995.530859 = -834860.425453
  nChanged 53
		SP:Iteration 77Q (108225.150000 sec): 3 clusters
  Score: Raw -837873.739098 + Penalty 2995.530859 = -834878.208239
  nChanged 51
		SP:Iteration 78Q (108225.370000 sec): 3 clusters
  Score: Raw -837890.633283 + Penalty 2995.530859 = -834895.102424
  nChanged 71
		SP:Iteration 79Q (108225.600000 sec): 3 clusters
  Score: Raw -837916.760445 + Penalty 2995.530859 = -834921.229586
  nChanged 66
		SP:Iteration 80F (108225.820000 sec): 3 clusters
  Score: Raw -837939.470940 + Penalty 2995.530859 = -834943.940081
  nChanged 66
		SP:Iteration 81Q (108226.050000 sec): 3 clusters
  Score: Raw -837955.529559 + Penalty 2995.530859 = -834959.998701
  nChanged 50
		SP:Iteration 82Q (108226.280000 sec): 3 clusters
  Score: Raw -837966.859669 + Penalty 2995.530859 = -834971.328810
  nChanged 40
		SP:Iteration 83Q (108226.500000 sec): 3 clusters
  Score: Raw -837973.951194 + Penalty 2995.530859 = -834978.420335
  nChanged 33
		SP:Iteration 84Q (108226.720000 sec): 3 clusters
  Score: Raw -837979.174550 + Penalty 2995.530859 = -834983.643691
  nChanged 26
		SP:Iteration 85Q (108226.920000 sec): 3 clusters
  Score: Raw -837983.805378 + Penalty 2995.530859 = -834988.274519
  nChanged 15
		SP:Iteration 86Q (108227.060000 sec): 3 clusters
  Score: Raw -837986.450251 + Penalty 2995.530859 = -834990.919392
  nChanged 18
		SP:Iteration 87Q (108227.220000 sec): 3 clusters
  Score: Raw -837988.013997 + Penalty 2995.530859 = -834992.483138
  nChanged 10
		SP:Iteration 88Q (108227.380000 sec): 3 clusters
  Score: Raw -837989.364328 + Penalty 2995.530859 = -834993.833469
  nChanged 10
		SP:Iteration 89Q (108227.520000 sec): 3 clusters
  Score: Raw -837990.786588 + Penalty 2995.530859 = -834995.255730
  nChanged 9
		SP:Iteration 90Q (108227.670000 sec): 3 clusters
  Score: Raw -837991.631328 + Penalty 2995.530859 = -834996.100470
  nChanged 13
		SP:Iteration 91Q (108227.820000 sec): 3 clusters
  Score: Raw -837994.014904 + Penalty 2995.530859 = -834998.484046
  nChanged 14
		SP:Iteration 92Q (108227.980000 sec): 3 clusters
  Score: Raw -837996.015503 + Penalty 2995.530859 = -835000.484645
  nChanged 17
		SP:Iteration 93Q (108228.200000 sec): 3 clusters
  Score: Raw -837998.859926 + Penalty 2995.530859 = -835003.329068
  nChanged 22
		SP:Iteration 94Q (108228.350000 sec): 3 clusters
  Score: Raw -838002.319976 + Penalty 2995.530859 = -835006.789117
  nChanged 13
		SP:Iteration 95Q (108228.500000 sec): 3 clusters
  Score: Raw -838004.030671 + Penalty 2995.530859 = -835008.499813
  nChanged 8
		SP:Iteration 96Q (108228.640000 sec): 3 clusters
  Score: Raw -838004.949878 + Penalty 2995.530859 = -835009.419020
  nChanged 4
		SP:Iteration 97Q (108228.800000 sec): 3 clusters
  Score: Raw -838005.375715 + Penalty 2995.530859 = -835009.844856
  nChanged 4
		SP:Iteration 98Q (108228.950000 sec): 3 clusters
  Score: Raw -838005.995402 + Penalty 2995.530859 = -835010.464543
  nChanged 4
		SP:Iteration 99Q (108229.120000 sec): 3 clusters
  Score: Raw -838006.522537 + Penalty 2995.530859 = -835010.991679
  nChanged 0
		SP:Iteration 100F (108229.340000 sec): 3 clusters
  Score: Raw -838006.522537 + Penalty 2995.530859 = -835010.991679
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (31244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108229.570000 sec): 2 clusters
  Score: Raw -2933189.156898 + Penalty 1681.807178 = -2931507.349720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108230.090000 sec): 3 clusters
  Score: Raw -2913873.851281 + Penalty 3363.614357 = -2910510.236924
  nChanged 14352
		SP:Iteration 1F (108230.580000 sec): 3 clusters
  Score: Raw -2922400.932003 + Penalty 3363.614357 = -2919037.317646
  nChanged 1962
		SP:Iteration 2F (108231.070000 sec): 3 clusters
  Score: Raw -2923431.203786 + Penalty 3363.614357 = -2920067.589429
  nChanged 2045
		SP:Iteration 3F (108231.600000 sec): 3 clusters
  Score: Raw -2924570.942739 + Penalty 3363.614357 = -2921207.328382
  nChanged 1985
		SP:Iteration 4F (108232.090000 sec): 3 clusters
  Score: Raw -2925747.636099 + Penalty 3363.614357 = -2922384.021742
  nChanged 1845
		SP:Iteration 5F (108232.570000 sec): 3 clusters
  Score: Raw -2926849.382162 + Penalty 3363.614357 = -2923485.767805
  nChanged 1675
		SP:Iteration 6F (108233.060000 sec): 3 clusters
  Score: Raw -2927833.767484 + Penalty 3363.614357 = -2924470.153127
  nChanged 1505
		SP:Iteration 7Q (108233.550000 sec): 3 clusters
  Score: Raw -2928722.125701 + Penalty 3363.614357 = -2925358.511344
  nChanged 1338
		SP:Iteration 8Q (108234.050000 sec): 3 clusters
  Score: Raw -2929528.711053 + Penalty 3363.614357 = -2926165.096696
  nChanged 1227
		SP:Iteration 9Q (108234.540000 sec): 3 clusters
  Score: Raw -2930325.201635 + Penalty 3363.614357 = -2926961.587278
  nChanged 1133
		SP:Iteration 10Q (108234.990000 sec): 3 clusters
  Score: Raw -2931125.511841 + Penalty 3363.614357 = -2927761.897484
  nChanged 1083
		SP:Iteration 11Q (108235.450000 sec): 3 clusters
  Score: Raw -2931902.407103 + Penalty 3363.614357 = -2928538.792746
  nChanged 961
		SP:Iteration 12Q (108235.840000 sec): 3 clusters
  Score: Raw -2932521.157025 + Penalty 3363.614357 = -2929157.542668
  nChanged 808
		SP:Iteration 13Q (108236.330000 sec): 3 clusters
  Score: Raw -2933070.745334 + Penalty 3363.614357 = -2929707.130977
  nChanged 709
		SP:Iteration 14Q (108236.780000 sec): 3 clusters
  Score: Raw -2933481.088452 + Penalty 3363.614357 = -2930117.474095
  nChanged 607
		SP:Iteration 15Q (108237.230000 sec): 3 clusters
  Score: Raw -2933802.210265 + Penalty 3363.614357 = -2930438.595908
  nChanged 516
		SP:Iteration 16Q (108237.670000 sec): 3 clusters
  Score: Raw -2934035.915141 + Penalty 3363.614357 = -2930672.300784
  nChanged 446
		SP:Iteration 17Q (108238.130000 sec): 3 clusters
  Score: Raw -2934248.408969 + Penalty 3363.614357 = -2930884.794612
  nChanged 401
		SP:Iteration 18Q (108238.570000 sec): 3 clusters
  Score: Raw -2934451.622479 + Penalty 3363.614357 = -2931088.008122
  nChanged 389
		SP:Iteration 19Q (108239.030000 sec): 3 clusters
  Score: Raw -2934666.461549 + Penalty 3363.614357 = -2931302.847192
  nChanged 349
		SP:Iteration 20F (108239.520000 sec): 3 clusters
  Score: Raw -2934839.117276 + Penalty 3363.614357 = -2931475.502919
  nChanged 304
		SP:Iteration 21Q (108240.010000 sec): 3 clusters
  Score: Raw -2935015.982512 + Penalty 3363.614357 = -2931652.368155
  nChanged 298
		SP:Iteration 22Q (108240.470000 sec): 3 clusters
  Score: Raw -2935189.536446 + Penalty 3363.614357 = -2931825.922089
  nChanged 295
		SP:Iteration 23Q (108240.930000 sec): 3 clusters
  Score: Raw -2935324.599388 + Penalty 3363.614357 = -2931960.985031
  nChanged 249
		SP:Iteration 24Q (108241.290000 sec): 3 clusters
  Score: Raw -2935417.216880 + Penalty 3363.614357 = -2932053.602523
  nChanged 214
		SP:Iteration 25Q (108241.630000 sec): 3 clusters
  Score: Raw -2935497.020866 + Penalty 3363.614357 = -2932133.406509
  nChanged 202
		SP:Iteration 26Q (108242.130000 sec): 3 clusters
  Score: Raw -2935551.158595 + Penalty 3363.614357 = -2932187.544238
  nChanged 173
		SP:Iteration 27Q (108242.580000 sec): 3 clusters
  Score: Raw -2935586.660820 + Penalty 3363.614357 = -2932223.046463
  nChanged 110
		SP:Iteration 28Q (108243.030000 sec): 3 clusters
  Score: Raw -2935605.955637 + Penalty 3363.614357 = -2932242.341280
  nChanged 87
		SP:Iteration 29Q (108243.450000 sec): 3 clusters
  Score: Raw -2935621.974182 + Penalty 3363.614357 = -2932258.359825
  nChanged 68
		SP:Iteration 30Q (108243.940000 sec): 3 clusters
  Score: Raw -2935631.967874 + Penalty 3363.614357 = -2932268.353517
  nChanged 45
		SP:Iteration 31Q (108244.390000 sec): 3 clusters
  Score: Raw -2935637.411930 + Penalty 3363.614357 = -2932273.797573
  nChanged 42
		SP:Iteration 32Q (108244.840000 sec): 3 clusters
  Score: Raw -2935642.063600 + Penalty 3363.614357 = -2932278.449243
  nChanged 28
		SP:Iteration 33Q (108245.290000 sec): 3 clusters
  Score: Raw -2935645.014796 + Penalty 3363.614357 = -2932281.400439
  nChanged 18
		SP:Iteration 34Q (108245.740000 sec): 3 clusters
  Score: Raw -2935646.595006 + Penalty 3363.614357 = -2932282.980650
  nChanged 18
		SP:Iteration 35Q (108246.190000 sec): 3 clusters
  Score: Raw -2935648.039392 + Penalty 3363.614357 = -2932284.425035
  nChanged 14
		SP:Iteration 36Q (108246.650000 sec): 3 clusters
  Score: Raw -2935649.149445 + Penalty 3363.614357 = -2932285.535088
  nChanged 12
		SP:Iteration 37Q (108247.100000 sec): 3 clusters
  Score: Raw -2935650.026709 + Penalty 3363.614357 = -2932286.412352
  nChanged 11
		SP:Iteration 38Q (108247.550000 sec): 3 clusters
  Score: Raw -2935651.075769 + Penalty 3363.614357 = -2932287.461412
  nChanged 16
		SP:Iteration 39Q (108248.010000 sec): 3 clusters
  Score: Raw -2935652.391300 + Penalty 3363.614357 = -2932288.776943
  nChanged 13
		SP:Iteration 40F (108248.500000 sec): 3 clusters
  Score: Raw -2935653.469659 + Penalty 3363.614357 = -2932289.855303
  nChanged 15
		SP:Iteration 41Q (108248.950000 sec): 3 clusters
  Score: Raw -2935654.904928 + Penalty 3363.614357 = -2932291.290571
  nChanged 10
		SP:Iteration 42Q (108249.410000 sec): 3 clusters
  Score: Raw -2935655.725625 + Penalty 3363.614357 = -2932292.111268
  nChanged 10
		SP:Iteration 43Q (108249.850000 sec): 3 clusters
  Score: Raw -2935656.410708 + Penalty 3363.614357 = -2932292.796351
  nChanged 4
		SP:Iteration 44Q (108250.310000 sec): 3 clusters
  Score: Raw -2935656.697088 + Penalty 3363.614357 = -2932293.082731
  nChanged 5
		SP:Iteration 45Q (108250.760000 sec): 3 clusters
  Score: Raw -2935657.088037 + Penalty 3363.614357 = -2932293.473680
  nChanged 4
		SP:Iteration 46Q (108251.210000 sec): 3 clusters
  Score: Raw -2935657.381303 + Penalty 3363.614357 = -2932293.766946
  nChanged 3
		SP:Iteration 47Q (108251.670000 sec): 3 clusters
  Score: Raw -2935657.597670 + Penalty 3363.614357 = -2932293.983314
  nChanged 4
		SP:Iteration 48Q (108252.120000 sec): 3 clusters
  Score: Raw -2935657.855505 + Penalty 3363.614357 = -2932294.241148
  nChanged 2
		SP:Iteration 49Q (108252.570000 sec): 3 clusters
  Score: Raw -2935657.955275 + Penalty 3363.614357 = -2932294.340918
  nChanged 1
		SP:Iteration 50Q (108253.020000 sec): 3 clusters
  Score: Raw -2935658.005906 + Penalty 3363.614357 = -2932294.391549
  nChanged 0
		SP:Iteration 51F (108253.510000 sec): 3 clusters
  Score: Raw -2935658.005906 + Penalty 3363.614357 = -2932294.391549
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (11034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108253.670000 sec): 2 clusters
  Score: Raw -763789.907104 + Penalty 1512.669713 = -762277.237391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108253.940000 sec): 3 clusters
  Score: Raw -757445.834342 + Penalty 3025.339425 = -754420.494916
  nChanged 4813
		SP:Iteration 1F (108254.200000 sec): 3 clusters
  Score: Raw -761100.907208 + Penalty 3025.339425 = -758075.567783
  nChanged 1207
		SP:Iteration 2F (108254.460000 sec): 3 clusters
  Score: Raw -762436.277352 + Penalty 3025.339425 = -759410.937926
  nChanged 1097
		SP:Iteration 3F (108254.720000 sec): 3 clusters
  Score: Raw -763613.110208 + Penalty 3025.339425 = -760587.770783
  nChanged 847
		SP:Iteration 4F (108254.980000 sec): 3 clusters
  Score: Raw -764369.527744 + Penalty 3025.339425 = -761344.188319
  nChanged 593
		SP:Iteration 5F (108255.280000 sec): 3 clusters
  Score: Raw -764798.462316 + Penalty 3025.339425 = -761773.122890
  nChanged 419
		SP:Iteration 6Q (108255.510000 sec): 3 clusters
  Score: Raw -765049.924157 + Penalty 3025.339425 = -762024.584732
  nChanged 288
		SP:Iteration 7Q (108255.770000 sec): 3 clusters
  Score: Raw -765197.295599 + Penalty 3025.339425 = -762171.956173
  nChanged 210
		SP:Iteration 8Q (108256.030000 sec): 3 clusters
  Score: Raw -765294.972936 + Penalty 3025.339425 = -762269.633511
  nChanged 182
		SP:Iteration 9Q (108256.290000 sec): 3 clusters
  Score: Raw -765368.933864 + Penalty 3025.339425 = -762343.594439
  nChanged 161
		SP:Iteration 10Q (108256.550000 sec): 3 clusters
  Score: Raw -765442.270611 + Penalty 3025.339425 = -762416.931185
  nChanged 160
		SP:Iteration 11Q (108256.810000 sec): 3 clusters
  Score: Raw -765509.293877 + Penalty 3025.339425 = -762483.954452
  nChanged 128
		SP:Iteration 12Q (108257.070000 sec): 3 clusters
  Score: Raw -765552.978191 + Penalty 3025.339425 = -762527.638766
  nChanged 115
		SP:Iteration 13Q (108257.290000 sec): 3 clusters
  Score: Raw -765603.128422 + Penalty 3025.339425 = -762577.788996
  nChanged 107
		SP:Iteration 14Q (108257.540000 sec): 3 clusters
  Score: Raw -765652.328099 + Penalty 3025.339425 = -762626.988674
  nChanged 111
		SP:Iteration 15Q (108257.800000 sec): 3 clusters
  Score: Raw -765712.005115 + Penalty 3025.339425 = -762686.665690
  nChanged 135
		SP:Iteration 16Q (108258.060000 sec): 3 clusters
  Score: Raw -765783.826324 + Penalty 3025.339425 = -762758.486899
  nChanged 150
		SP:Iteration 17Q (108258.280000 sec): 3 clusters
  Score: Raw -765871.722058 + Penalty 3025.339425 = -762846.382633
  nChanged 150
		SP:Iteration 18Q (108258.430000 sec): 3 clusters
  Score: Raw -765957.068091 + Penalty 3025.339425 = -762931.728665
  nChanged 131
		SP:Iteration 19Q (108258.570000 sec): 3 clusters
  Score: Raw -766019.030083 + Penalty 3025.339425 = -762993.690657
  nChanged 125
		SP:Iteration 20F (108258.830000 sec): 3 clusters
  Score: Raw -766073.084002 + Penalty 3025.339425 = -763047.744577
  nChanged 98
		SP:Iteration 21Q (108259.090000 sec): 3 clusters
  Score: Raw -766110.154313 + Penalty 3025.339425 = -763084.814888
  nChanged 85
		SP:Iteration 22Q (108259.350000 sec): 3 clusters
  Score: Raw -766131.281475 + Penalty 3025.339425 = -763105.942050
  nChanged 65
		SP:Iteration 23Q (108259.610000 sec): 3 clusters
  Score: Raw -766146.882058 + Penalty 3025.339425 = -763121.542632
  nChanged 59
		SP:Iteration 24Q (108259.870000 sec): 3 clusters
  Score: Raw -766163.946854 + Penalty 3025.339425 = -763138.607429
  nChanged 69
		SP:Iteration 25Q (108260.170000 sec): 3 clusters
  Score: Raw -766178.968863 + Penalty 3025.339425 = -763153.629437
  nChanged 42
		SP:Iteration 26Q (108260.360000 sec): 3 clusters
  Score: Raw -766187.151664 + Penalty 3025.339425 = -763161.812239
  nChanged 32
		SP:Iteration 27Q (108260.620000 sec): 3 clusters
  Score: Raw -766192.077926 + Penalty 3025.339425 = -763166.738500
  nChanged 16
		SP:Iteration 28Q (108260.880000 sec): 3 clusters
  Score: Raw -766194.232667 + Penalty 3025.339425 = -763168.893242
  nChanged 12
		SP:Iteration 29Q (108261.090000 sec): 3 clusters
  Score: Raw -766195.178809 + Penalty 3025.339425 = -763169.839384
  nChanged 9
		SP:Iteration 30Q (108261.310000 sec): 3 clusters
  Score: Raw -766195.920815 + Penalty 3025.339425 = -763170.581390
  nChanged 7
		SP:Iteration 31Q (108261.530000 sec): 3 clusters
  Score: Raw -766196.412169 + Penalty 3025.339425 = -763171.072744
  nChanged 6
		SP:Iteration 32Q (108261.750000 sec): 3 clusters
  Score: Raw -766196.985216 + Penalty 3025.339425 = -763171.645791
  nChanged 10
		SP:Iteration 33Q (108261.970000 sec): 3 clusters
  Score: Raw -766197.908185 + Penalty 3025.339425 = -763172.568759
  nChanged 6
		SP:Iteration 34Q (108262.180000 sec): 3 clusters
  Score: Raw -766198.361163 + Penalty 3025.339425 = -763173.021738
  nChanged 3
		SP:Iteration 35Q (108262.400000 sec): 3 clusters
  Score: Raw -766198.907053 + Penalty 3025.339425 = -763173.567628
  nChanged 1
		SP:Iteration 36Q (108262.620000 sec): 3 clusters
  Score: Raw -766199.034713 + Penalty 3025.339425 = -763173.695288
  nChanged 0
		SP:Iteration 37F (108262.840000 sec): 3 clusters
  Score: Raw -766199.034713 + Penalty 3025.339425 = -763173.695288
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Iteration 59Q (108372.800000 sec): 75 clusters
  Score: Raw -46784124.900258 + Penalty 159577.396221 = -46624547.504037
  nChanged 35357
Iteration 60F (108512.330000 sec): 75 clusters
  Score: Raw -46811984.896968 + Penalty 159577.396221 = -46652407.500748
  nChanged 28307
Iteration 61Q (108617.180000 sec): 75 clusters
  Score: Raw -46824175.241936 + Penalty 159577.396221 = -46664597.845715
  nChanged 16529
Iteration 62Q (108725.670000 sec): 75 clusters
  Score: Raw -46830676.634901 + Penalty 159577.396221 = -46671099.238680
  nChanged 12512
Iteration 63Q (108833.200000 sec): 75 clusters
  Score: Raw -46835459.893702 + Penalty 159577.396221 = -46675882.497481
  nChanged 10542
Iteration 64Q (108943.430000 sec): 75 clusters
  Score: Raw -46839251.237764 + Penalty 159577.396221 = -46679673.841544
  nChanged 9067
Iteration 65Q (109053.700000 sec): 75 clusters
  Score: Raw -46842318.897650 + Penalty 159577.396221 = -46682741.501429
  nChanged 8041
Iteration 66Q (109163.520000 sec): 75 clusters
  Score: Raw -46844967.699734 + Penalty 159577.396221 = -46685390.303513
  nChanged 7354
Iteration 67Q (109273.960000 sec): 75 clusters
  Score: Raw -46847217.787479 + Penalty 159577.396221 = -46687640.391258
  nChanged 6724
Iteration 68Q (109384.260000 sec): 75 clusters
  Score: Raw -46849144.873985 + Penalty 159577.396221 = -46689567.477764
  nChanged 6176
Iteration 69Q (109492.750000 sec): 75 clusters
  Score: Raw -46850766.991985 + Penalty 159577.396221 = -46691189.595764
  nChanged 5535
Iteration 70Q (109602.040000 sec): 75 clusters
  Score: Raw -46852115.812099 + Penalty 159577.396221 = -46692538.415878
  nChanged 5185
Iteration 71Q (109711.870000 sec): 75 clusters
  Score: Raw -46853298.516003 + Penalty 159577.396221 = -46693721.119782
  nChanged 4791
Iteration 72Q (109822.300000 sec): 75 clusters
  Score: Raw -46854337.745430 + Penalty 159577.396221 = -46694760.349209
  nChanged 4435
Iteration 73Q (109932.320000 sec): 75 clusters
  Score: Raw -46855265.030912 + Penalty 159577.396221 = -46695687.634691
  nChanged 4083
Iteration 74Q (110040.930000 sec): 75 clusters
  Score: Raw -46856106.293754 + Penalty 159577.396221 = -46696528.897534
  nChanged 3936
Iteration 75Q (110150.870000 sec): 75 clusters
  Score: Raw -46856905.125862 + Penalty 159577.396221 = -46697327.729641
  nChanged 3778
Iteration 76Q (110259.620000 sec): 75 clusters
  Score: Raw -46857663.657805 + Penalty 159577.396221 = -46698086.261584
  nChanged 3537
Iteration 77Q (110370.310000 sec): 75 clusters
  Score: Raw -46858424.611135 + Penalty 159577.396221 = -46698847.214914
  nChanged 3419
Iteration 78Q (110479.090000 sec): 75 clusters
  Score: Raw -46859343.597013 + Penalty 159577.396221 = -46699766.200792
  nChanged 3339
Iteration 79Q (110585.880000 sec): 75 clusters
  Score: Raw -46860695.710213 + Penalty 159577.396221 = -46701118.313993
  nChanged 3317
Iteration 80F (110734.290000 sec): 75 clusters
  Score: Raw -46862843.692283 + Penalty 159577.396221 = -46703266.296062
  nChanged 3730
Iteration 81Q (110843.140000 sec): 75 clusters
  Score: Raw -46864114.602108 + Penalty 159577.396221 = -46704537.205887
  nChanged 3600
Iteration 82Q (110952.190000 sec): 75 clusters
  Score: Raw -46864927.218638 + Penalty 159577.396221 = -46705349.822417
  nChanged 3404
Iteration 83Q (111059.010000 sec): 75 clusters
  Score: Raw -46865613.591840 + Penalty 159577.396221 = -46706036.195620
  nChanged 3103
Iteration 84Q (111169.810000 sec): 75 clusters
  Score: Raw -46866238.342417 + Penalty 159577.396221 = -46706660.946197
  nChanged 3044
Iteration 85Q (111274.100000 sec): 75 clusters
  Score: Raw -46866885.889497 + Penalty 159577.396221 = -46707308.493276
  nChanged 2989
Iteration 86Q (111383.870000 sec): 75 clusters
  Score: Raw -46867518.979193 + Penalty 159577.396221 = -46707941.582973
  nChanged 2859
Iteration 87Q (111492.360000 sec): 75 clusters
  Score: Raw -46868149.329873 + Penalty 159577.396221 = -46708571.933652
  nChanged 2754
Iteration 88Q (111601.190000 sec): 75 clusters
  Score: Raw -46869006.130157 + Penalty 159577.396221 = -46709428.733937
  nChanged 2660
Iteration 89Q (111710.910000 sec): 75 clusters
  Score: Raw -46870789.582092 + Penalty 159577.396221 = -46711212.185871
  nChanged 2660
Iteration 90Q (111820.210000 sec): 75 clusters
  Score: Raw -46872248.668140 + Penalty 159577.396221 = -46712671.271920
  nChanged 2641
Iteration 91Q (111930.430000 sec): 75 clusters
  Score: Raw -46872872.153545 + Penalty 159577.396221 = -46713294.757325
  nChanged 2494
Iteration 92Q (112040.630000 sec): 75 clusters
  Score: Raw -46873341.231439 + Penalty 159577.396221 = -46713763.835218
  nChanged 2321
Iteration 93Q (112152.020000 sec): 75 clusters
  Score: Raw -46873718.487441 + Penalty 159577.396221 = -46714141.091220
  nChanged 2224
Iteration 94Q (112260.920000 sec): 75 clusters
  Score: Raw -46874083.038886 + Penalty 159577.396221 = -46714505.642665
  nChanged 2149
Iteration 95Q (112371.400000 sec): 75 clusters
  Score: Raw -46874439.817988 + Penalty 159577.396221 = -46714862.421767
  nChanged 2140
Iteration 96Q (112482.020000 sec): 75 clusters
  Score: Raw -46874789.283059 + Penalty 159577.396221 = -46715211.886838
  nChanged 2117
Iteration 97Q (112592.010000 sec): 75 clusters
  Score: Raw -46875134.047907 + Penalty 159577.396221 = -46715556.651687
  nChanged 2056
Iteration 98Q (112702.500000 sec): 75 clusters
  Score: Raw -46875439.707075 + Penalty 159577.396221 = -46715862.310855
  nChanged 1926
Writing temp clu file 
Because OldScore, -46715556.651687, is greater than current (better) Score,-46715862.310855 
 Compute initial score before splitting:   Score: Raw -46875439.707075 + Penalty 159577.396221 = -46715862.310855
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (7111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112702.670000 sec): 2 clusters
  Score: Raw -483172.891945 + Penalty 1441.277201 = -481731.614744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112702.900000 sec): 3 clusters
  Score: Raw -479492.115261 + Penalty 2882.554402 = -476609.560859
  nChanged 3061
		SP:Iteration 1F (112703.090000 sec): 3 clusters
  Score: Raw -482363.845901 + Penalty 2882.554402 = -479481.291499
  nChanged 808
		SP:Iteration 2F (112703.280000 sec): 3 clusters
  Score: Raw -483339.343292 + Penalty 2882.554402 = -480456.788890
  nChanged 592
		SP:Iteration 3F (112703.480000 sec): 3 clusters
  Score: Raw -483915.586266 + Penalty 2882.554402 = -481033.031864
  nChanged 423
		SP:Iteration 4F (112703.690000 sec): 3 clusters
  Score: Raw -484269.436229 + Penalty 2882.554402 = -481386.881827
  nChanged 278
		SP:Iteration 5Q (112703.930000 sec): 3 clusters
  Score: Raw -484463.879966 + Penalty 2882.554402 = -481581.325564
  nChanged 215
		SP:Iteration 6Q (112704.040000 sec): 3 clusters
  Score: Raw -484581.187765 + Penalty 2882.554402 = -481698.633363
  nChanged 171
		SP:Iteration 7Q (112704.160000 sec): 3 clusters
  Score: Raw -484671.877888 + Penalty 2882.554402 = -481789.323486
  nChanged 134
		SP:Iteration 8Q (112704.270000 sec): 3 clusters
  Score: Raw -484738.374614 + Penalty 2882.554402 = -481855.820212
  nChanged 126
		SP:Iteration 9Q (112704.460000 sec): 3 clusters
  Score: Raw -484800.920321 + Penalty 2882.554402 = -481918.365919
  nChanged 109
		SP:Iteration 10Q (112704.570000 sec): 3 clusters
  Score: Raw -484851.503383 + Penalty 2882.554402 = -481968.948981
  nChanged 100
		SP:Iteration 11Q (112704.680000 sec): 3 clusters
  Score: Raw -484885.625127 + Penalty 2882.554402 = -482003.070725
  nChanged 84
		SP:Iteration 12Q (112704.800000 sec): 3 clusters
  Score: Raw -484921.081409 + Penalty 2882.554402 = -482038.527007
  nChanged 74
		SP:Iteration 13Q (112704.900000 sec): 3 clusters
  Score: Raw -484944.230484 + Penalty 2882.554402 = -482061.676082
  nChanged 59
		SP:Iteration 14Q (112705.100000 sec): 3 clusters
  Score: Raw -484959.224193 + Penalty 2882.554402 = -482076.669791
  nChanged 46
		SP:Iteration 15Q (112705.300000 sec): 3 clusters
  Score: Raw -484972.589572 + Penalty 2882.554402 = -482090.035170
  nChanged 40
		SP:Iteration 16Q (112705.500000 sec): 3 clusters
  Score: Raw -484981.082456 + Penalty 2882.554402 = -482098.528054
  nChanged 32
		SP:Iteration 17Q (112705.700000 sec): 3 clusters
  Score: Raw -484987.679497 + Penalty 2882.554402 = -482105.125095
  nChanged 24
		SP:Iteration 18Q (112705.910000 sec): 3 clusters
  Score: Raw -484992.639265 + Penalty 2882.554402 = -482110.084863
  nChanged 22
		SP:Iteration 19Q (112706.110000 sec): 3 clusters
  Score: Raw -484996.611073 + Penalty 2882.554402 = -482114.056671
  nChanged 18
		SP:Iteration 20F (112706.310000 sec): 3 clusters
  Score: Raw -484999.894599 + Penalty 2882.554402 = -482117.340197
  nChanged 17
		SP:Iteration 21Q (112706.520000 sec): 3 clusters
  Score: Raw -485003.351976 + Penalty 2882.554402 = -482120.797574
  nChanged 19
		SP:Iteration 22Q (112706.720000 sec): 3 clusters
  Score: Raw -485007.019102 + Penalty 2882.554402 = -482124.464700
  nChanged 16
		SP:Iteration 23Q (112706.920000 sec): 3 clusters
  Score: Raw -485011.184436 + Penalty 2882.554402 = -482128.630034
  nChanged 20
		SP:Iteration 24Q (112707.060000 sec): 3 clusters
  Score: Raw -485014.498065 + Penalty 2882.554402 = -482131.943663
  nChanged 10
		SP:Iteration 25Q (112707.180000 sec): 3 clusters
  Score: Raw -485015.845203 + Penalty 2882.554402 = -482133.290801
  nChanged 4
		SP:Iteration 26Q (112707.280000 sec): 3 clusters
  Score: Raw -485016.648416 + Penalty 2882.554402 = -482134.094014
  nChanged 5
		SP:Iteration 27Q (112707.480000 sec): 3 clusters
  Score: Raw -485017.793017 + Penalty 2882.554402 = -482135.238615
  nChanged 8
		SP:Iteration 28Q (112707.680000 sec): 3 clusters
  Score: Raw -485018.827813 + Penalty 2882.554402 = -482136.273411
  nChanged 2
		SP:Iteration 29Q (112707.880000 sec): 3 clusters
  Score: Raw -485019.307781 + Penalty 2882.554402 = -482136.753379
  nChanged 6
		SP:Iteration 30Q (112708.000000 sec): 3 clusters
  Score: Raw -485020.294600 + Penalty 2882.554402 = -482137.740198
  nChanged 3
		SP:Iteration 31Q (112708.210000 sec): 3 clusters
  Score: Raw -485020.612245 + Penalty 2882.554402 = -482138.057843
  nChanged 0
		SP:Iteration 32F (112708.420000 sec): 3 clusters
  Score: Raw -485020.612245 + Penalty 2882.554402 = -482138.057843
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (2415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112708.540000 sec): 2 clusters
  Score: Raw -250840.760426 + Penalty 1265.786367 = -249574.974059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112708.710000 sec): 3 clusters
  Score: Raw -249758.623507 + Penalty 2531.572734 = -247227.050773
  nChanged 863
		SP:Iteration 1F (112708.870000 sec): 3 clusters
  Score: Raw -250252.450689 + Penalty 2531.572734 = -247720.877955
  nChanged 172
		SP:Iteration 2F (112708.990000 sec): 3 clusters
  Score: Raw -250365.722598 + Penalty 2531.572734 = -247834.149864
  nChanged 117
		SP:Iteration 3Q (112709.170000 sec): 3 clusters
  Score: Raw -250441.990951 + Penalty 2531.572734 = -247910.418217
  nChanged 89
		SP:Iteration 4Q (112709.310000 sec): 3 clusters
  Score: Raw -250514.969987 + Penalty 2531.572734 = -247983.397253
  nChanged 81
		SP:Iteration 5Q (112709.360000 sec): 3 clusters
  Score: Raw -250582.903232 + Penalty 2531.572734 = -248051.330498
  nChanged 80
		SP:Iteration 6Q (112709.410000 sec): 3 clusters
  Score: Raw -250666.115295 + Penalty 2531.572734 = -248134.542561
  nChanged 107
		SP:Iteration 7Q (112709.460000 sec): 3 clusters
  Score: Raw -250876.324142 + Penalty 2531.572734 = -248344.751408
  nChanged 151
		SP:Iteration 8F (112709.580000 sec): 3 clusters
  Score: Raw -251607.787910 + Penalty 2531.572734 = -249076.215176
  nChanged 230
		SP:Iteration 9F (112709.630000 sec): 3 clusters
  Score: Raw -253068.869396 + Penalty 2531.572734 = -250537.296662
  nChanged 229
		SP:Iteration 10F (112709.690000 sec): 3 clusters
  Score: Raw -253511.703161 + Penalty 2531.572734 = -250980.130427
  nChanged 79
		SP:Iteration 11Q (112709.740000 sec): 3 clusters
  Score: Raw -253718.074600 + Penalty 2531.572734 = -251186.501866
  nChanged 36
		SP:Iteration 12Q (112709.780000 sec): 3 clusters
  Score: Raw -253867.594362 + Penalty 2531.572734 = -251336.021628
  nChanged 11
		SP:Iteration 13Q (112709.830000 sec): 3 clusters
  Score: Raw -253896.739367 + Penalty 2531.572734 = -251365.166633
  nChanged 5
		SP:Iteration 14Q (112709.870000 sec): 3 clusters
  Score: Raw -253906.291773 + Penalty 2531.572734 = -251374.719039
  nChanged 4
		SP:Iteration 15Q (112709.910000 sec): 3 clusters
  Score: Raw -253916.324571 + Penalty 2531.572734 = -251384.751837
  nChanged 3
		SP:Iteration 16Q (112709.960000 sec): 3 clusters
  Score: Raw -253921.487636 + Penalty 2531.572734 = -251389.914902
  nChanged 3
		SP:Iteration 17Q (112710.000000 sec): 3 clusters
  Score: Raw -253932.960874 + Penalty 2531.572734 = -251401.388140
  nChanged 3
		SP:Iteration 18Q (112710.050000 sec): 3 clusters
  Score: Raw -253943.020711 + Penalty 2531.572734 = -251411.447977
  nChanged 6
		SP:Iteration 19Q (112710.090000 sec): 3 clusters
  Score: Raw -253969.866289 + Penalty 2531.572734 = -251438.293555
  nChanged 3
		SP:Iteration 20F (112710.140000 sec): 3 clusters
  Score: Raw -253991.011983 + Penalty 2531.572734 = -251459.439249
  nChanged 5
		SP:Iteration 21Q (112710.190000 sec): 3 clusters
  Score: Raw -254040.086042 + Penalty 2531.572734 = -251508.513308
  nChanged 5
		SP:Iteration 22Q (112710.230000 sec): 3 clusters
  Score: Raw -254094.318270 + Penalty 2531.572734 = -251562.745536
  nChanged 1
		SP:Iteration 23Q (112710.270000 sec): 3 clusters
  Score: Raw -254097.513687 + Penalty 2531.572734 = -251565.940953
  nChanged 0
		SP:Iteration 24F (112710.330000 sec): 3 clusters
  Score: Raw -254097.513687 + Penalty 2531.572734 = -251565.940953
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (5147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112710.470000 sec): 2 clusters
  Score: Raw -409111.786681 + Penalty 1388.752511 = -407723.034170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112710.660000 sec): 3 clusters
  Score: Raw -406454.516139 + Penalty 2777.505022 = -403677.011116
  nChanged 2140
		SP:Iteration 1F (112710.810000 sec): 3 clusters
  Score: Raw -408010.644525 + Penalty 2777.505022 = -405233.139503
  nChanged 510
		SP:Iteration 2F (112710.980000 sec): 3 clusters
  Score: Raw -408512.226482 + Penalty 2777.505022 = -405734.721459
  nChanged 397
		SP:Iteration 3F (112711.130000 sec): 3 clusters
  Score: Raw -408814.510404 + Penalty 2777.505022 = -406037.005382
  nChanged 292
		SP:Iteration 4F (112711.220000 sec): 3 clusters
  Score: Raw -409012.083539 + Penalty 2777.505022 = -406234.578517
  nChanged 246
		SP:Iteration 5Q (112711.320000 sec): 3 clusters
  Score: Raw -409179.714863 + Penalty 2777.505022 = -406402.209841
  nChanged 221
		SP:Iteration 6Q (112711.410000 sec): 3 clusters
  Score: Raw -409377.414125 + Penalty 2777.505022 = -406599.909103
  nChanged 212
		SP:Iteration 7Q (112711.500000 sec): 3 clusters
  Score: Raw -409622.696879 + Penalty 2777.505022 = -406845.191857
  nChanged 214
		SP:Iteration 8Q (112711.600000 sec): 3 clusters
  Score: Raw -409815.093394 + Penalty 2777.505022 = -407037.588372
  nChanged 179
		SP:Iteration 9Q (112711.690000 sec): 3 clusters
  Score: Raw -409970.522395 + Penalty 2777.505022 = -407193.017372
  nChanged 149
		SP:Iteration 10Q (112711.780000 sec): 3 clusters
  Score: Raw -410085.078837 + Penalty 2777.505022 = -407307.573815
  nChanged 125
		SP:Iteration 11Q (112711.910000 sec): 3 clusters
  Score: Raw -410169.455845 + Penalty 2777.505022 = -407391.950822
  nChanged 103
		SP:Iteration 12Q (112712.060000 sec): 3 clusters
  Score: Raw -410230.571903 + Penalty 2777.505022 = -407453.066880
  nChanged 87
		SP:Iteration 13Q (112712.150000 sec): 3 clusters
  Score: Raw -410277.824050 + Penalty 2777.505022 = -407500.319028
  nChanged 54
		SP:Iteration 14Q (112712.240000 sec): 3 clusters
  Score: Raw -410305.014282 + Penalty 2777.505022 = -407527.509260
  nChanged 48
		SP:Iteration 15Q (112712.340000 sec): 3 clusters
  Score: Raw -410326.009229 + Penalty 2777.505022 = -407548.504207
  nChanged 43
		SP:Iteration 16Q (112712.430000 sec): 3 clusters
  Score: Raw -410348.338750 + Penalty 2777.505022 = -407570.833728
  nChanged 40
		SP:Iteration 17Q (112712.520000 sec): 3 clusters
  Score: Raw -410369.251818 + Penalty 2777.505022 = -407591.746795
  nChanged 42
		SP:Iteration 18Q (112712.750000 sec): 3 clusters
  Score: Raw -410402.151532 + Penalty 2777.505022 = -407624.646509
  nChanged 53
		SP:Iteration 19Q (112712.930000 sec): 3 clusters
  Score: Raw -410445.945408 + Penalty 2777.505022 = -407668.440385
  nChanged 58
		SP:Iteration 20F (112713.060000 sec): 3 clusters
  Score: Raw -410492.539068 + Penalty 2777.505022 = -407715.034046
  nChanged 66
		SP:Iteration 21Q (112713.240000 sec): 3 clusters
  Score: Raw -410534.459448 + Penalty 2777.505022 = -407756.954426
  nChanged 62
		SP:Iteration 22Q (112713.420000 sec): 3 clusters
  Score: Raw -410571.898324 + Penalty 2777.505022 = -407794.393302
  nChanged 59
		SP:Iteration 23Q (112713.590000 sec): 3 clusters
  Score: Raw -410602.409745 + Penalty 2777.505022 = -407824.904723
  nChanged 45
		SP:Iteration 24Q (112713.740000 sec): 3 clusters
  Score: Raw -410627.283111 + Penalty 2777.505022 = -407849.778089
  nChanged 41
		SP:Iteration 25Q (112713.830000 sec): 3 clusters
  Score: Raw -410646.791929 + Penalty 2777.505022 = -407869.286907
  nChanged 31
		SP:Iteration 26Q (112713.990000 sec): 3 clusters
  Score: Raw -410661.637849 + Penalty 2777.505022 = -407884.132827
  nChanged 30
		SP:Iteration 27Q (112714.080000 sec): 3 clusters
  Score: Raw -410676.768415 + Penalty 2777.505022 = -407899.263392
  nChanged 23
		SP:Iteration 28Q (112714.180000 sec): 3 clusters
  Score: Raw -410687.834341 + Penalty 2777.505022 = -407910.329319
  nChanged 24
		SP:Iteration 29Q (112714.390000 sec): 3 clusters
  Score: Raw -410698.279102 + Penalty 2777.505022 = -407920.774080
  nChanged 19
		SP:Iteration 30Q (112714.520000 sec): 3 clusters
  Score: Raw -410707.684733 + Penalty 2777.505022 = -407930.179711
  nChanged 18
		SP:Iteration 31Q (112714.700000 sec): 3 clusters
  Score: Raw -410713.691165 + Penalty 2777.505022 = -407936.186142
  nChanged 11
		SP:Iteration 32Q (112714.870000 sec): 3 clusters
  Score: Raw -410718.430932 + Penalty 2777.505022 = -407940.925910
  nChanged 14
		SP:Iteration 33Q (112715.040000 sec): 3 clusters
  Score: Raw -410723.117924 + Penalty 2777.505022 = -407945.612902
  nChanged 10
		SP:Iteration 34Q (112715.220000 sec): 3 clusters
  Score: Raw -410729.044706 + Penalty 2777.505022 = -407951.539683
  nChanged 11
		SP:Iteration 35Q (112715.390000 sec): 3 clusters
  Score: Raw -410732.293181 + Penalty 2777.505022 = -407954.788159
  nChanged 9
		SP:Iteration 36Q (112715.570000 sec): 3 clusters
  Score: Raw -410734.635756 + Penalty 2777.505022 = -407957.130734
  nChanged 6
		SP:Iteration 37Q (112715.740000 sec): 3 clusters
  Score: Raw -410737.137931 + Penalty 2777.505022 = -407959.632909
  nChanged 8
		SP:Iteration 38Q (112715.920000 sec): 3 clusters
  Score: Raw -410739.556323 + Penalty 2777.505022 = -407962.051301
  nChanged 7
		SP:Iteration 39Q (112716.090000 sec): 3 clusters
  Score: Raw -410741.212173 + Penalty 2777.505022 = -407963.707150
  nChanged 3
		SP:Iteration 40F (112716.300000 sec): 3 clusters
  Score: Raw -410741.635195 + Penalty 2777.505022 = -407964.130172
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (5467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112716.400000 sec): 2 clusters
  Score: Raw -414154.702338 + Penalty 1398.553861 = -412756.148477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112716.620000 sec): 3 clusters
  Score: Raw -411254.466183 + Penalty 2797.107722 = -408457.358461
  nChanged 2245
		SP:Iteration 1F (112716.790000 sec): 3 clusters
  Score: Raw -412822.078840 + Penalty 2797.107722 = -410024.971118
  nChanged 537
		SP:Iteration 2F (112716.960000 sec): 3 clusters
  Score: Raw -413295.269632 + Penalty 2797.107722 = -410498.161909
  nChanged 478
		SP:Iteration 3F (112717.130000 sec): 3 clusters
  Score: Raw -413735.946202 + Penalty 2797.107722 = -410938.838480
  nChanged 392
		SP:Iteration 4F (112717.240000 sec): 3 clusters
  Score: Raw -414079.901970 + Penalty 2797.107722 = -411282.794248
  nChanged 302
		SP:Iteration 5F (112717.340000 sec): 3 clusters
  Score: Raw -414277.484508 + Penalty 2797.107722 = -411480.376786
  nChanged 192
		SP:Iteration 6Q (112717.520000 sec): 3 clusters
  Score: Raw -414385.228192 + Penalty 2797.107722 = -411588.120470
  nChanged 141
		SP:Iteration 7Q (112717.740000 sec): 3 clusters
  Score: Raw -414442.941786 + Penalty 2797.107722 = -411645.834064
  nChanged 95
		SP:Iteration 8Q (112717.930000 sec): 3 clusters
  Score: Raw -414484.767042 + Penalty 2797.107722 = -411687.659320
  nChanged 70
		SP:Iteration 9Q (112718.070000 sec): 3 clusters
  Score: Raw -414512.658315 + Penalty 2797.107722 = -411715.550593
  nChanged 71
		SP:Iteration 10Q (112718.170000 sec): 3 clusters
  Score: Raw -414535.926928 + Penalty 2797.107722 = -411738.819206
  nChanged 51
		SP:Iteration 11Q (112718.270000 sec): 3 clusters
  Score: Raw -414554.394046 + Penalty 2797.107722 = -411757.286324
  nChanged 49
		SP:Iteration 12Q (112718.460000 sec): 3 clusters
  Score: Raw -414570.675201 + Penalty 2797.107722 = -411773.567479
  nChanged 40
		SP:Iteration 13Q (112718.680000 sec): 3 clusters
  Score: Raw -414585.538486 + Penalty 2797.107722 = -411788.430763
  nChanged 47
		SP:Iteration 14Q (112718.860000 sec): 3 clusters
  Score: Raw -414608.918260 + Penalty 2797.107722 = -411811.810538
  nChanged 54
		SP:Iteration 15Q (112719.030000 sec): 3 clusters
  Score: Raw -414635.399180 + Penalty 2797.107722 = -411838.291458
  nChanged 54
		SP:Iteration 16Q (112719.180000 sec): 3 clusters
  Score: Raw -414663.891649 + Penalty 2797.107722 = -411866.783927
  nChanged 56
		SP:Iteration 17Q (112719.280000 sec): 3 clusters
  Score: Raw -414691.929544 + Penalty 2797.107722 = -411894.821822
  nChanged 63
		SP:Iteration 18Q (112719.380000 sec): 3 clusters
  Score: Raw -414722.880112 + Penalty 2797.107722 = -411925.772390
  nChanged 73
		SP:Iteration 19Q (112719.570000 sec): 3 clusters
  Score: Raw -414756.575929 + Penalty 2797.107722 = -411959.468207
  nChanged 63
		SP:Iteration 20F (112719.790000 sec): 3 clusters
  Score: Raw -414787.127216 + Penalty 2797.107722 = -411990.019494
  nChanged 59
		SP:Iteration 21Q (112719.960000 sec): 3 clusters
  Score: Raw -414819.842459 + Penalty 2797.107722 = -412022.734737
  nChanged 74
		SP:Iteration 22Q (112720.140000 sec): 3 clusters
  Score: Raw -414867.772578 + Penalty 2797.107722 = -412070.664856
  nChanged 82
		SP:Iteration 23Q (112720.280000 sec): 3 clusters
  Score: Raw -414931.346842 + Penalty 2797.107722 = -412134.239120
  nChanged 84
		SP:Iteration 24Q (112720.450000 sec): 3 clusters
  Score: Raw -415002.692337 + Penalty 2797.107722 = -412205.584615
  nChanged 94
		SP:Iteration 25Q (112720.620000 sec): 3 clusters
  Score: Raw -415081.318664 + Penalty 2797.107722 = -412284.210942
  nChanged 83
		SP:Iteration 26Q (112720.780000 sec): 3 clusters
  Score: Raw -415125.607383 + Penalty 2797.107722 = -412328.499661
  nChanged 67
		SP:Iteration 27Q (112720.970000 sec): 3 clusters
  Score: Raw -415158.291093 + Penalty 2797.107722 = -412361.183371
  nChanged 67
		SP:Iteration 28Q (112721.140000 sec): 3 clusters
  Score: Raw -415186.655035 + Penalty 2797.107722 = -412389.547313
  nChanged 57
		SP:Iteration 29Q (112721.310000 sec): 3 clusters
  Score: Raw -415216.812587 + Penalty 2797.107722 = -412419.704865
  nChanged 70
		SP:Iteration 30Q (112721.480000 sec): 3 clusters
  Score: Raw -415253.280885 + Penalty 2797.107722 = -412456.173163
  nChanged 72
		SP:Iteration 31Q (112721.660000 sec): 3 clusters
  Score: Raw -415286.504006 + Penalty 2797.107722 = -412489.396284
  nChanged 63
		SP:Iteration 32Q (112721.830000 sec): 3 clusters
  Score: Raw -415315.200632 + Penalty 2797.107722 = -412518.092910
  nChanged 55
		SP:Iteration 33Q (112722.000000 sec): 3 clusters
  Score: Raw -415342.406585 + Penalty 2797.107722 = -412545.298863
  nChanged 57
		SP:Iteration 34Q (112722.170000 sec): 3 clusters
  Score: Raw -415365.441896 + Penalty 2797.107722 = -412568.334174
  nChanged 48
		SP:Iteration 35Q (112722.340000 sec): 3 clusters
  Score: Raw -415379.398657 + Penalty 2797.107722 = -412582.290935
  nChanged 34
		SP:Iteration 36Q (112722.510000 sec): 3 clusters
  Score: Raw -415390.513781 + Penalty 2797.107722 = -412593.406059
  nChanged 26
		SP:Iteration 37Q (112722.680000 sec): 3 clusters
  Score: Raw -415400.039051 + Penalty 2797.107722 = -412602.931329
  nChanged 20
		SP:Iteration 38Q (112722.860000 sec): 3 clusters
  Score: Raw -415404.717927 + Penalty 2797.107722 = -412607.610205
  nChanged 7
		SP:Iteration 39Q (112723.030000 sec): 3 clusters
  Score: Raw -415406.019616 + Penalty 2797.107722 = -412608.911894
  nChanged 5
		SP:Iteration 40F (112723.190000 sec): 3 clusters
  Score: Raw -415410.278354 + Penalty 2797.107722 = -412613.170632
  nChanged 11
		SP:Iteration 41Q (112723.370000 sec): 3 clusters
  Score: Raw -415414.137888 + Penalty 2797.107722 = -412617.030166
  nChanged 15
		SP:Iteration 42Q (112723.540000 sec): 3 clusters
  Score: Raw -415417.529344 + Penalty 2797.107722 = -412620.421622
  nChanged 13
		SP:Iteration 43Q (112723.720000 sec): 3 clusters
  Score: Raw -415421.139072 + Penalty 2797.107722 = -412624.031350
  nChanged 13
		SP:Iteration 44Q (112723.860000 sec): 3 clusters
  Score: Raw -415425.187169 + Penalty 2797.107722 = -412628.079447
  nChanged 15
		SP:Iteration 45Q (112724.060000 sec): 3 clusters
  Score: Raw -415429.421149 + Penalty 2797.107722 = -412632.313427
  nChanged 12
		SP:Iteration 46Q (112724.280000 sec): 3 clusters
  Score: Raw -415434.327951 + Penalty 2797.107722 = -412637.220229
  nChanged 9
		SP:Iteration 47Q (112724.420000 sec): 3 clusters
  Score: Raw -415436.465841 + Penalty 2797.107722 = -412639.358119
  nChanged 6
		SP:Iteration 48Q (112724.600000 sec): 3 clusters
  Score: Raw -415437.843268 + Penalty 2797.107722 = -412640.735546
  nChanged 5
		SP:Iteration 49Q (112724.770000 sec): 3 clusters
  Score: Raw -415438.682185 + Penalty 2797.107722 = -412641.574463
  nChanged 5
		SP:Iteration 50Q (112724.940000 sec): 3 clusters
  Score: Raw -415439.248001 + Penalty 2797.107722 = -412642.140279
  nChanged 4
		SP:Iteration 51Q (112725.110000 sec): 3 clusters
  Score: Raw -415439.711088 + Penalty 2797.107722 = -412642.603366
  nChanged 6
		SP:Iteration 52Q (112725.280000 sec): 3 clusters
  Score: Raw -415441.212767 + Penalty 2797.107722 = -412644.105045
  nChanged 5
		SP:Iteration 53Q (112725.480000 sec): 3 clusters
  Score: Raw -415442.779211 + Penalty 2797.107722 = -412645.671489
  nChanged 5
		SP:Iteration 54Q (112725.670000 sec): 3 clusters
  Score: Raw -415443.579261 + Penalty 2797.107722 = -412646.471539
  nChanged 8
		SP:Iteration 55Q (112725.840000 sec): 3 clusters
  Score: Raw -415444.902811 + Penalty 2797.107722 = -412647.795089
  nChanged 6
		SP:Iteration 56Q (112725.990000 sec): 3 clusters
  Score: Raw -415446.638533 + Penalty 2797.107722 = -412649.530811
  nChanged 7
		SP:Iteration 57Q (112726.090000 sec): 3 clusters
  Score: Raw -415448.341032 + Penalty 2797.107722 = -412651.233309
  nChanged 8
		SP:Iteration 58Q (112726.280000 sec): 3 clusters
  Score: Raw -415450.011834 + Penalty 2797.107722 = -412652.904112
  nChanged 10
		SP:Iteration 59Q (112726.500000 sec): 3 clusters
  Score: Raw -415454.374442 + Penalty 2797.107722 = -412657.266720
  nChanged 14
		SP:Iteration 60F (112726.680000 sec): 3 clusters
  Score: Raw -415460.255468 + Penalty 2797.107722 = -412663.147746
  nChanged 16
		SP:Iteration 61Q (112726.860000 sec): 3 clusters
  Score: Raw -415465.623147 + Penalty 2797.107722 = -412668.515425
  nChanged 17
		SP:Iteration 62Q (112727.000000 sec): 3 clusters
  Score: Raw -415470.666531 + Penalty 2797.107722 = -412673.558809
  nChanged 19
		SP:Iteration 63Q (112727.170000 sec): 3 clusters
  Score: Raw -415474.816786 + Penalty 2797.107722 = -412677.709064
  nChanged 9
		SP:Iteration 64Q (112727.340000 sec): 3 clusters
  Score: Raw -415477.481631 + Penalty 2797.107722 = -412680.373909
  nChanged 13
		SP:Iteration 65Q (112727.510000 sec): 3 clusters
  Score: Raw -415481.326791 + Penalty 2797.107722 = -412684.219069
  nChanged 13
		SP:Iteration 66Q (112727.680000 sec): 3 clusters
  Score: Raw -415484.313612 + Penalty 2797.107722 = -412687.205890
  nChanged 15
		SP:Iteration 67Q (112727.860000 sec): 3 clusters
  Score: Raw -415487.688426 + Penalty 2797.107722 = -412690.580704
  nChanged 17
		SP:Iteration 68Q (112728.030000 sec): 3 clusters
  Score: Raw -415491.442818 + Penalty 2797.107722 = -412694.335096
  nChanged 13
		SP:Iteration 69Q (112728.200000 sec): 3 clusters
  Score: Raw -415494.670573 + Penalty 2797.107722 = -412697.562851
  nChanged 10
		SP:Iteration 70Q (112728.370000 sec): 3 clusters
  Score: Raw -415498.474402 + Penalty 2797.107722 = -412701.366680
  nChanged 11
		SP:Iteration 71Q (112728.540000 sec): 3 clusters
  Score: Raw -415501.647440 + Penalty 2797.107722 = -412704.539718
  nChanged 4
		SP:Iteration 72Q (112728.740000 sec): 3 clusters
  Score: Raw -415502.703101 + Penalty 2797.107722 = -412705.595379
  nChanged 6
		SP:Iteration 73Q (112728.940000 sec): 3 clusters
  Score: Raw -415503.619238 + Penalty 2797.107722 = -412706.511515
  nChanged 0
		SP:Iteration 74F (112729.150000 sec): 3 clusters
  Score: Raw -415503.619238 + Penalty 2797.107722 = -412706.511515
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (5076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112729.210000 sec): 2 clusters
  Score: Raw -398227.681998 + Penalty 1386.495310 = -396841.186689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112729.310000 sec): 3 clusters
  Score: Raw -395570.928745 + Penalty 2772.990619 = -392797.938126
  nChanged 2102
		SP:Iteration 1F (112729.400000 sec): 3 clusters
  Score: Raw -396937.251906 + Penalty 2772.990619 = -394164.261287
  nChanged 503
		SP:Iteration 2F (112729.600000 sec): 3 clusters
  Score: Raw -397409.969063 + Penalty 2772.990619 = -394636.978443
  nChanged 428
		SP:Iteration 3F (112729.830000 sec): 3 clusters
  Score: Raw -397797.253863 + Penalty 2772.990619 = -395024.263243
  nChanged 329
		SP:Iteration 4F (112729.970000 sec): 3 clusters
  Score: Raw -398038.419606 + Penalty 2772.990619 = -395265.428986
  nChanged 242
		SP:Iteration 5Q (112730.070000 sec): 3 clusters
  Score: Raw -398193.358039 + Penalty 2772.990619 = -395420.367420
  nChanged 183
		SP:Iteration 6Q (112730.160000 sec): 3 clusters
  Score: Raw -398305.731117 + Penalty 2772.990619 = -395532.740498
  nChanged 158
		SP:Iteration 7Q (112730.260000 sec): 3 clusters
  Score: Raw -398401.468760 + Penalty 2772.990619 = -395628.478141
  nChanged 129
		SP:Iteration 8Q (112730.350000 sec): 3 clusters
  Score: Raw -398468.872916 + Penalty 2772.990619 = -395695.882297
  nChanged 108
		SP:Iteration 9Q (112730.450000 sec): 3 clusters
  Score: Raw -398524.772933 + Penalty 2772.990619 = -395751.782314
  nChanged 114
		SP:Iteration 10Q (112730.540000 sec): 3 clusters
  Score: Raw -398586.938277 + Penalty 2772.990619 = -395813.947658
  nChanged 112
		SP:Iteration 11Q (112730.640000 sec): 3 clusters
  Score: Raw -398642.404960 + Penalty 2772.990619 = -395869.414341
  nChanged 99
		SP:Iteration 12Q (112730.730000 sec): 3 clusters
  Score: Raw -398690.318749 + Penalty 2772.990619 = -395917.328129
  nChanged 90
		SP:Iteration 13Q (112730.820000 sec): 3 clusters
  Score: Raw -398732.362407 + Penalty 2772.990619 = -395959.371787
  nChanged 71
		SP:Iteration 14Q (112730.920000 sec): 3 clusters
  Score: Raw -398774.000530 + Penalty 2772.990619 = -396001.009910
  nChanged 69
		SP:Iteration 15Q (112731.010000 sec): 3 clusters
  Score: Raw -398810.003101 + Penalty 2772.990619 = -396037.012481
  nChanged 64
		SP:Iteration 16Q (112731.100000 sec): 3 clusters
  Score: Raw -398838.028862 + Penalty 2772.990619 = -396065.038243
  nChanged 58
		SP:Iteration 17Q (112731.200000 sec): 3 clusters
  Score: Raw -398864.109720 + Penalty 2772.990619 = -396091.119101
  nChanged 49
		SP:Iteration 18Q (112731.290000 sec): 3 clusters
  Score: Raw -398883.865084 + Penalty 2772.990619 = -396110.874464
  nChanged 45
		SP:Iteration 19Q (112731.390000 sec): 3 clusters
  Score: Raw -398905.082148 + Penalty 2772.990619 = -396132.091528
  nChanged 39
		SP:Iteration 20F (112731.480000 sec): 3 clusters
  Score: Raw -398919.045617 + Penalty 2772.990619 = -396146.054997
  nChanged 31
		SP:Iteration 21Q (112731.580000 sec): 3 clusters
  Score: Raw -398926.882152 + Penalty 2772.990619 = -396153.891533
  nChanged 19
		SP:Iteration 22Q (112731.670000 sec): 3 clusters
  Score: Raw -398930.825751 + Penalty 2772.990619 = -396157.835132
  nChanged 13
		SP:Iteration 23Q (112731.760000 sec): 3 clusters
  Score: Raw -398935.402549 + Penalty 2772.990619 = -396162.411930
  nChanged 14
		SP:Iteration 24Q (112731.860000 sec): 3 clusters
  Score: Raw -398941.882952 + Penalty 2772.990619 = -396168.892332
  nChanged 23
		SP:Iteration 25Q (112731.950000 sec): 3 clusters
  Score: Raw -398948.289207 + Penalty 2772.990619 = -396175.298587
  nChanged 20
		SP:Iteration 26Q (112732.040000 sec): 3 clusters
  Score: Raw -398953.424597 + Penalty 2772.990619 = -396180.433978
  nChanged 18
		SP:Iteration 27Q (112732.210000 sec): 3 clusters
  Score: Raw -398958.868446 + Penalty 2772.990619 = -396185.877827
  nChanged 20
		SP:Iteration 28Q (112732.300000 sec): 3 clusters
  Score: Raw -398967.014928 + Penalty 2772.990619 = -396194.024308
  nChanged 23
		SP:Iteration 29Q (112732.400000 sec): 3 clusters
  Score: Raw -398976.864654 + Penalty 2772.990619 = -396203.874034
  nChanged 28
		SP:Iteration 30Q (112732.490000 sec): 3 clusters
  Score: Raw -398989.767050 + Penalty 2772.990619 = -396216.776430
  nChanged 35
		SP:Iteration 31Q (112732.580000 sec): 3 clusters
  Score: Raw -399001.797267 + Penalty 2772.990619 = -396228.806648
  nChanged 20
		SP:Iteration 32Q (112732.680000 sec): 3 clusters
  Score: Raw -399007.210164 + Penalty 2772.990619 = -396234.219545
  nChanged 14
		SP:Iteration 33Q (112732.770000 sec): 3 clusters
  Score: Raw -399012.559753 + Penalty 2772.990619 = -396239.569134
  nChanged 14
		SP:Iteration 34Q (112732.940000 sec): 3 clusters
  Score: Raw -399017.934766 + Penalty 2772.990619 = -396244.944147
  nChanged 19
		SP:Iteration 35Q (112733.160000 sec): 3 clusters
  Score: Raw -399022.512297 + Penalty 2772.990619 = -396249.521677
  nChanged 13
		SP:Iteration 36Q (112733.340000 sec): 3 clusters
  Score: Raw -399025.390882 + Penalty 2772.990619 = -396252.400263
  nChanged 10
		SP:Iteration 37Q (112733.520000 sec): 3 clusters
  Score: Raw -399028.038440 + Penalty 2772.990619 = -396255.047821
  nChanged 11
		SP:Iteration 38Q (112733.670000 sec): 3 clusters
  Score: Raw -399030.060964 + Penalty 2772.990619 = -396257.070345
  nChanged 9
		SP:Iteration 39Q (112733.780000 sec): 3 clusters
  Score: Raw -399031.721580 + Penalty 2772.990619 = -396258.730961
  nChanged 7
		SP:Iteration 40F (112733.870000 sec): 3 clusters
  Score: Raw -399033.384756 + Penalty 2772.990619 = -396260.394137
  nChanged 6
		SP:Iteration 41Q (112733.960000 sec): 3 clusters
  Score: Raw -399035.399992 + Penalty 2772.990619 = -396262.409372
  nChanged 4
		SP:Iteration 42Q (112734.060000 sec): 3 clusters
  Score: Raw -399036.226568 + Penalty 2772.990619 = -396263.235949
  nChanged 4
		SP:Iteration 43Q (112734.150000 sec): 3 clusters
  Score: Raw -399036.721833 + Penalty 2772.990619 = -396263.731214
  nChanged 3
		SP:Iteration 44Q (112734.240000 sec): 3 clusters
  Score: Raw -399037.432839 + Penalty 2772.990619 = -396264.442219
  nChanged 3
		SP:Iteration 45Q (112734.340000 sec): 3 clusters
  Score: Raw -399038.163123 + Penalty 2772.990619 = -396265.172503
  nChanged 1
		SP:Iteration 46Q (112734.430000 sec): 3 clusters
  Score: Raw -399038.288054 + Penalty 2772.990619 = -396265.297435
  nChanged 3
		SP:Iteration 47Q (112734.520000 sec): 3 clusters
  Score: Raw -399038.622459 + Penalty 2772.990619 = -396265.631840
  nChanged 0
		SP:Iteration 48F (112734.620000 sec): 3 clusters
  Score: Raw -399038.622459 + Penalty 2772.990619 = -396265.631840
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (41877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112734.920000 sec): 2 clusters
  Score: Raw -3656153.415794 + Penalty 1729.404955 = -3654424.010839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112735.430000 sec): 3 clusters
  Score: Raw -3629760.407987 + Penalty 3458.809909 = -3626301.598077
  nChanged 19598
		SP:Iteration 1F (112735.900000 sec): 3 clusters
  Score: Raw -3641754.484652 + Penalty 3458.809909 = -3638295.674743
  nChanged 2725
		SP:Iteration 2F (112736.400000 sec): 3 clusters
  Score: Raw -3643529.416725 + Penalty 3458.809909 = -3640070.606815
  nChanged 3108
		SP:Iteration 3F (112736.870000 sec): 3 clusters
  Score: Raw -3645728.591243 + Penalty 3458.809909 = -3642269.781333
  nChanged 3070
		SP:Iteration 4F (112737.250000 sec): 3 clusters
  Score: Raw -3647795.359620 + Penalty 3458.809909 = -3644336.549710
  nChanged 2630
		SP:Iteration 5F (112737.760000 sec): 3 clusters
  Score: Raw -3649188.927137 + Penalty 3458.809909 = -3645730.117227
  nChanged 2031
		SP:Iteration 6Q (112738.270000 sec): 3 clusters
  Score: Raw -3650045.719604 + Penalty 3458.809909 = -3646586.909694
  nChanged 1544
		SP:Iteration 7Q (112738.770000 sec): 3 clusters
  Score: Raw -3650551.530255 + Penalty 3458.809909 = -3647092.720345
  nChanged 1210
		SP:Iteration 8Q (112739.320000 sec): 3 clusters
  Score: Raw -3650925.287293 + Penalty 3458.809909 = -3647466.477384
  nChanged 1014
		SP:Iteration 9Q (112739.800000 sec): 3 clusters
  Score: Raw -3651230.621740 + Penalty 3458.809909 = -3647771.811831
  nChanged 942
		SP:Iteration 10Q (112740.300000 sec): 3 clusters
  Score: Raw -3651528.347630 + Penalty 3458.809909 = -3648069.537720
  nChanged 926
		SP:Iteration 11Q (112740.790000 sec): 3 clusters
  Score: Raw -3651860.710248 + Penalty 3458.809909 = -3648401.900338
  nChanged 970
		SP:Iteration 12Q (112741.350000 sec): 3 clusters
  Score: Raw -3652243.827122 + Penalty 3458.809909 = -3648785.017213
  nChanged 992
		SP:Iteration 13Q (112741.890000 sec): 3 clusters
  Score: Raw -3652691.093302 + Penalty 3458.809909 = -3649232.283392
  nChanged 1000
		SP:Iteration 14Q (112742.400000 sec): 3 clusters
  Score: Raw -3653224.789529 + Penalty 3458.809909 = -3649765.979620
  nChanged 1005
		SP:Iteration 15Q (112742.910000 sec): 3 clusters
  Score: Raw -3653819.942355 + Penalty 3458.809909 = -3650361.132445
  nChanged 1040
		SP:Iteration 16Q (112743.370000 sec): 3 clusters
  Score: Raw -3654457.595310 + Penalty 3458.809909 = -3650998.785400
  nChanged 995
		SP:Iteration 17Q (112743.830000 sec): 3 clusters
  Score: Raw -3655133.470162 + Penalty 3458.809909 = -3651674.660252
  nChanged 956
		SP:Iteration 18Q (112744.400000 sec): 3 clusters
  Score: Raw -3655836.577304 + Penalty 3458.809909 = -3652377.767394
  nChanged 899
		SP:Iteration 19Q (112744.880000 sec): 3 clusters
  Score: Raw -3656575.892389 + Penalty 3458.809909 = -3653117.082480
  nChanged 895
		SP:Iteration 20F (112745.330000 sec): 3 clusters
  Score: Raw -3657328.702295 + Penalty 3458.809909 = -3653869.892386
  nChanged 815
		SP:Iteration 21Q (112745.850000 sec): 3 clusters
  Score: Raw -3657961.375164 + Penalty 3458.809909 = -3654502.565254
  nChanged 640
		SP:Iteration 22Q (112746.320000 sec): 3 clusters
  Score: Raw -3658315.978655 + Penalty 3458.809909 = -3654857.168745
  nChanged 478
		SP:Iteration 23Q (112746.800000 sec): 3 clusters
  Score: Raw -3658513.243421 + Penalty 3458.809909 = -3655054.433511
  nChanged 378
		SP:Iteration 24Q (112747.290000 sec): 3 clusters
  Score: Raw -3658638.252837 + Penalty 3458.809909 = -3655179.442928
  nChanged 290
		SP:Iteration 25Q (112747.760000 sec): 3 clusters
  Score: Raw -3658724.424822 + Penalty 3458.809909 = -3655265.614912
  nChanged 234
		SP:Iteration 26Q (112748.290000 sec): 3 clusters
  Score: Raw -3658784.368888 + Penalty 3458.809909 = -3655325.558979
  nChanged 206
		SP:Iteration 27Q (112748.770000 sec): 3 clusters
  Score: Raw -3658825.307652 + Penalty 3458.809909 = -3655366.497743
  nChanged 143
		SP:Iteration 28Q (112749.150000 sec): 3 clusters
  Score: Raw -3658845.654682 + Penalty 3458.809909 = -3655386.844772
  nChanged 92
		SP:Iteration 29Q (112749.640000 sec): 3 clusters
  Score: Raw -3658855.910690 + Penalty 3458.809909 = -3655397.100781
  nChanged 68
		SP:Iteration 30Q (112750.130000 sec): 3 clusters
  Score: Raw -3658862.689873 + Penalty 3458.809909 = -3655403.879964
  nChanged 52
		SP:Iteration 31Q (112750.640000 sec): 3 clusters
  Score: Raw -3658867.572122 + Penalty 3458.809909 = -3655408.762212
  nChanged 41
		SP:Iteration 32Q (112751.110000 sec): 3 clusters
  Score: Raw -3658871.176038 + Penalty 3458.809909 = -3655412.366128
  nChanged 40
		SP:Iteration 33Q (112751.530000 sec): 3 clusters
  Score: Raw -3658874.706158 + Penalty 3458.809909 = -3655415.896248
  nChanged 31
		SP:Iteration 34Q (112751.920000 sec): 3 clusters
  Score: Raw -3658877.362373 + Penalty 3458.809909 = -3655418.552464
  nChanged 30
		SP:Iteration 35Q (112752.380000 sec): 3 clusters
  Score: Raw -3658879.254177 + Penalty 3458.809909 = -3655420.444268
  nChanged 17
		SP:Iteration 36Q (112752.860000 sec): 3 clusters
  Score: Raw -3658880.079576 + Penalty 3458.809909 = -3655421.269667
  nChanged 14
		SP:Iteration 37Q (112753.350000 sec): 3 clusters
  Score: Raw -3658881.025585 + Penalty 3458.809909 = -3655422.215676
  nChanged 11
		SP:Iteration 38Q (112753.850000 sec): 3 clusters
  Score: Raw -3658881.562808 + Penalty 3458.809909 = -3655422.752899
  nChanged 9
		SP:Iteration 39Q (112754.320000 sec): 3 clusters
  Score: Raw -3658881.979227 + Penalty 3458.809909 = -3655423.169318
  nChanged 11
		SP:Iteration 40F (112754.840000 sec): 3 clusters
  Score: Raw -3658882.417216 + Penalty 3458.809909 = -3655423.607306
  nChanged 6
		SP:Iteration 41Q (112755.260000 sec): 3 clusters
  Score: Raw -3658882.711921 + Penalty 3458.809909 = -3655423.902011
  nChanged 5
		SP:Iteration 42Q (112755.750000 sec): 3 clusters
  Score: Raw -3658882.920770 + Penalty 3458.809909 = -3655424.110860
  nChanged 2
		SP:Iteration 43Q (112756.230000 sec): 3 clusters
  Score: Raw -3658882.993317 + Penalty 3458.809909 = -3655424.183407
  nChanged 0
		SP:Iteration 44F (112756.750000 sec): 3 clusters
  Score: Raw -3658882.993317 + Penalty 3458.809909 = -3655424.183407
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (7096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112756.890000 sec): 2 clusters
  Score: Raw -591366.449881 + Penalty 1440.934060 = -589925.515821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112757.090000 sec): 3 clusters
  Score: Raw -587515.738120 + Penalty 2881.868120 = -584633.870000
  nChanged 2983
		SP:Iteration 1F (112757.290000 sec): 3 clusters
  Score: Raw -589470.851216 + Penalty 2881.868120 = -586588.983096
  nChanged 772
		SP:Iteration 2F (112757.490000 sec): 3 clusters
  Score: Raw -590416.966408 + Penalty 2881.868120 = -587535.098288
  nChanged 768
		SP:Iteration 3F (112757.690000 sec): 3 clusters
  Score: Raw -591468.509528 + Penalty 2881.868120 = -588586.641408
  nChanged 637
		SP:Iteration 4F (112757.900000 sec): 3 clusters
  Score: Raw -592156.590519 + Penalty 2881.868120 = -589274.722399
  nChanged 423
		SP:Iteration 5F (112758.100000 sec): 3 clusters
  Score: Raw -592473.865315 + Penalty 2881.868120 = -589591.997194
  nChanged 244
		SP:Iteration 6Q (112758.300000 sec): 3 clusters
  Score: Raw -592595.098055 + Penalty 2881.868120 = -589713.229935
  nChanged 136
		SP:Iteration 7Q (112758.500000 sec): 3 clusters
  Score: Raw -592646.908129 + Penalty 2881.868120 = -589765.040009
  nChanged 100
		SP:Iteration 8Q (112758.700000 sec): 3 clusters
  Score: Raw -592680.960517 + Penalty 2881.868120 = -589799.092397
  nChanged 65
		SP:Iteration 9Q (112758.910000 sec): 3 clusters
  Score: Raw -592701.277320 + Penalty 2881.868120 = -589819.409199
  nChanged 47
		SP:Iteration 10Q (112759.110000 sec): 3 clusters
  Score: Raw -592714.998582 + Penalty 2881.868120 = -589833.130462
  nChanged 35
		SP:Iteration 11Q (112759.310000 sec): 3 clusters
  Score: Raw -592724.025446 + Penalty 2881.868120 = -589842.157326
  nChanged 21
		SP:Iteration 12Q (112759.510000 sec): 3 clusters
  Score: Raw -592726.749778 + Penalty 2881.868120 = -589844.881657
  nChanged 11
		SP:Iteration 13Q (112759.710000 sec): 3 clusters
  Score: Raw -592727.917968 + Penalty 2881.868120 = -589846.049848
  nChanged 7
		SP:Iteration 14Q (112759.910000 sec): 3 clusters
  Score: Raw -592728.781772 + Penalty 2881.868120 = -589846.913651
  nChanged 6
		SP:Iteration 15Q (112760.110000 sec): 3 clusters
  Score: Raw -592730.835625 + Penalty 2881.868120 = -589848.967505
  nChanged 10
		SP:Iteration 16Q (112760.310000 sec): 3 clusters
  Score: Raw -592732.835823 + Penalty 2881.868120 = -589850.967702
  nChanged 11
		SP:Iteration 17Q (112760.520000 sec): 3 clusters
  Score: Raw -592734.639529 + Penalty 2881.868120 = -589852.771409
  nChanged 9
		SP:Iteration 18Q (112760.720000 sec): 3 clusters
  Score: Raw -592736.351373 + Penalty 2881.868120 = -589854.483253
  nChanged 6
		SP:Iteration 19Q (112760.920000 sec): 3 clusters
  Score: Raw -592737.447268 + Penalty 2881.868120 = -589855.579147
  nChanged 7
		SP:Iteration 20F (112761.120000 sec): 3 clusters
  Score: Raw -592738.489432 + Penalty 2881.868120 = -589856.621311
  nChanged 5
		SP:Iteration 21Q (112761.330000 sec): 3 clusters
  Score: Raw -592739.745678 + Penalty 2881.868120 = -589857.877558
  nChanged 9
		SP:Iteration 22Q (112761.540000 sec): 3 clusters
  Score: Raw -592740.922287 + Penalty 2881.868120 = -589859.054167
  nChanged 10
		SP:Iteration 23Q (112761.750000 sec): 3 clusters
  Score: Raw -592742.162704 + Penalty 2881.868120 = -589860.294584
  nChanged 4
		SP:Iteration 24Q (112761.880000 sec): 3 clusters
  Score: Raw -592742.629067 + Penalty 2881.868120 = -589860.760947
  nChanged 0
		SP:Iteration 25F (112761.990000 sec): 3 clusters
  Score: Raw -592742.629067 + Penalty 2881.868120 = -589860.760947
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (7335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112762.080000 sec): 2 clusters
  Score: Raw -608824.331816 + Penalty 1446.317062 = -607378.014753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112762.240000 sec): 3 clusters
  Score: Raw -604983.658534 + Penalty 2892.634124 = -602091.024410
  nChanged 3043
		SP:Iteration 1F (112762.430000 sec): 3 clusters
  Score: Raw -607241.470831 + Penalty 2892.634124 = -604348.836707
  nChanged 769
		SP:Iteration 2F (112762.630000 sec): 3 clusters
  Score: Raw -608013.820416 + Penalty 2892.634124 = -605121.186291
  nChanged 658
		SP:Iteration 3F (112762.830000 sec): 3 clusters
  Score: Raw -608563.430356 + Penalty 2892.634124 = -605670.796232
  nChanged 469
		SP:Iteration 4F (112763.030000 sec): 3 clusters
  Score: Raw -608963.227467 + Penalty 2892.634124 = -606070.593343
  nChanged 391
		SP:Iteration 5F (112763.230000 sec): 3 clusters
  Score: Raw -609305.883518 + Penalty 2892.634124 = -606413.249393
  nChanged 336
		SP:Iteration 6Q (112763.430000 sec): 3 clusters
  Score: Raw -609556.056515 + Penalty 2892.634124 = -606663.422390
  nChanged 287
		SP:Iteration 7Q (112763.620000 sec): 3 clusters
  Score: Raw -609737.587059 + Penalty 2892.634124 = -606844.952935
  nChanged 218
		SP:Iteration 8Q (112763.740000 sec): 3 clusters
  Score: Raw -609858.782870 + Penalty 2892.634124 = -606966.148745
  nChanged 180
		SP:Iteration 9Q (112763.950000 sec): 3 clusters
  Score: Raw -609955.557225 + Penalty 2892.634124 = -607062.923100
  nChanged 160
		SP:Iteration 10Q (112764.160000 sec): 3 clusters
  Score: Raw -610047.237041 + Penalty 2892.634124 = -607154.602917
  nChanged 144
		SP:Iteration 11Q (112764.350000 sec): 3 clusters
  Score: Raw -610122.944968 + Penalty 2892.634124 = -607230.310844
  nChanged 119
		SP:Iteration 12Q (112764.550000 sec): 3 clusters
  Score: Raw -610187.189898 + Penalty 2892.634124 = -607294.555774
  nChanged 119
		SP:Iteration 13Q (112764.750000 sec): 3 clusters
  Score: Raw -610279.709396 + Penalty 2892.634124 = -607387.075271
  nChanged 120
		SP:Iteration 14Q (112764.950000 sec): 3 clusters
  Score: Raw -610405.654582 + Penalty 2892.634124 = -607513.020457
  nChanged 139
		SP:Iteration 15Q (112765.160000 sec): 3 clusters
  Score: Raw -610527.549410 + Penalty 2892.634124 = -607634.915285
  nChanged 117
		SP:Iteration 16Q (112765.360000 sec): 3 clusters
  Score: Raw -610600.113160 + Penalty 2892.634124 = -607707.479036
  nChanged 91
		SP:Iteration 17Q (112765.560000 sec): 3 clusters
  Score: Raw -610637.689807 + Penalty 2892.634124 = -607745.055683
  nChanged 71
		SP:Iteration 18Q (112765.760000 sec): 3 clusters
  Score: Raw -610666.864116 + Penalty 2892.634124 = -607774.229992
  nChanged 49
		SP:Iteration 19Q (112765.960000 sec): 3 clusters
  Score: Raw -610684.945346 + Penalty 2892.634124 = -607792.311222
  nChanged 46
		SP:Iteration 20F (112766.150000 sec): 3 clusters
  Score: Raw -610695.130925 + Penalty 2892.634124 = -607802.496801
  nChanged 36
		SP:Iteration 21Q (112766.370000 sec): 3 clusters
  Score: Raw -610701.512161 + Penalty 2892.634124 = -607808.878037
  nChanged 26
		SP:Iteration 22Q (112766.570000 sec): 3 clusters
  Score: Raw -610706.048710 + Penalty 2892.634124 = -607813.414586
  nChanged 14
		SP:Iteration 23Q (112766.770000 sec): 3 clusters
  Score: Raw -610708.483376 + Penalty 2892.634124 = -607815.849252
  nChanged 17
		SP:Iteration 24Q (112766.970000 sec): 3 clusters
  Score: Raw -610711.313977 + Penalty 2892.634124 = -607818.679852
  nChanged 12
		SP:Iteration 25Q (112767.170000 sec): 3 clusters
  Score: Raw -610713.406392 + Penalty 2892.634124 = -607820.772267
  nChanged 13
		SP:Iteration 26Q (112767.370000 sec): 3 clusters
  Score: Raw -610716.467106 + Penalty 2892.634124 = -607823.832981
  nChanged 9
		SP:Iteration 27Q (112767.570000 sec): 3 clusters
  Score: Raw -610717.830089 + Penalty 2892.634124 = -607825.195965
  nChanged 14
		SP:Iteration 28Q (112767.770000 sec): 3 clusters
  Score: Raw -610720.220243 + Penalty 2892.634124 = -607827.586118
  nChanged 19
		SP:Iteration 29Q (112767.980000 sec): 3 clusters
  Score: Raw -610723.545781 + Penalty 2892.634124 = -607830.911657
  nChanged 20
		SP:Iteration 30Q (112768.180000 sec): 3 clusters
  Score: Raw -610727.107434 + Penalty 2892.634124 = -607834.473310
  nChanged 15
		SP:Iteration 31Q (112768.380000 sec): 3 clusters
  Score: Raw -610729.509635 + Penalty 2892.634124 = -607836.875510
  nChanged 19
		SP:Iteration 32Q (112768.580000 sec): 3 clusters
  Score: Raw -610733.431316 + Penalty 2892.634124 = -607840.797191
  nChanged 20
		SP:Iteration 33Q (112768.780000 sec): 3 clusters
  Score: Raw -610737.675461 + Penalty 2892.634124 = -607845.041337
  nChanged 29
		SP:Iteration 34Q (112768.980000 sec): 3 clusters
  Score: Raw -610744.604399 + Penalty 2892.634124 = -607851.970274
  nChanged 22
		SP:Iteration 35Q (112769.180000 sec): 3 clusters
  Score: Raw -610748.986918 + Penalty 2892.634124 = -607856.352793
  nChanged 20
		SP:Iteration 36Q (112769.380000 sec): 3 clusters
  Score: Raw -610752.972600 + Penalty 2892.634124 = -607860.338476
  nChanged 22
		SP:Iteration 37Q (112769.590000 sec): 3 clusters
  Score: Raw -610757.633631 + Penalty 2892.634124 = -607864.999506
  nChanged 21
		SP:Iteration 38Q (112769.790000 sec): 3 clusters
  Score: Raw -610761.468476 + Penalty 2892.634124 = -607868.834352
  nChanged 20
		SP:Iteration 39Q (112769.990000 sec): 3 clusters
  Score: Raw -610765.200916 + Penalty 2892.634124 = -607872.566791
  nChanged 15
		SP:Iteration 40F (112770.190000 sec): 3 clusters
  Score: Raw -610767.953702 + Penalty 2892.634124 = -607875.319578
  nChanged 22
		SP:Iteration 41Q (112770.390000 sec): 3 clusters
  Score: Raw -610772.055602 + Penalty 2892.634124 = -607879.421477
  nChanged 22
		SP:Iteration 42Q (112770.590000 sec): 3 clusters
  Score: Raw -610779.177913 + Penalty 2892.634124 = -607886.543788
  nChanged 24
		SP:Iteration 43Q (112770.880000 sec): 3 clusters
  Score: Raw -610785.649911 + Penalty 2892.634124 = -607893.015787
  nChanged 22
		SP:Iteration 44Q (112771.050000 sec): 3 clusters
  Score: Raw -610791.360560 + Penalty 2892.634124 = -607898.726436
  nChanged 26
		SP:Iteration 45Q (112771.250000 sec): 3 clusters
  Score: Raw -610797.525448 + Penalty 2892.634124 = -607904.891324
  nChanged 24
		SP:Iteration 46Q (112771.450000 sec): 3 clusters
  Score: Raw -610803.821095 + Penalty 2892.634124 = -607911.186971
  nChanged 31
		SP:Iteration 47Q (112771.650000 sec): 3 clusters
  Score: Raw -610816.004884 + Penalty 2892.634124 = -607923.370760
  nChanged 44
		SP:Iteration 48Q (112771.850000 sec): 3 clusters
  Score: Raw -610834.667907 + Penalty 2892.634124 = -607942.033782
  nChanged 40
		SP:Iteration 49Q (112772.040000 sec): 3 clusters
  Score: Raw -610845.039299 + Penalty 2892.634124 = -607952.405175
  nChanged 26
		SP:Iteration 50Q (112772.250000 sec): 3 clusters
  Score: Raw -610851.356696 + Penalty 2892.634124 = -607958.722571
  nChanged 24
		SP:Iteration 51Q (112772.450000 sec): 3 clusters
  Score: Raw -610856.482708 + Penalty 2892.634124 = -607963.848584
  nChanged 20
		SP:Iteration 52Q (112772.650000 sec): 3 clusters
  Score: Raw -610861.228579 + Penalty 2892.634124 = -607968.594455
  nChanged 25
		SP:Iteration 53Q (112772.850000 sec): 3 clusters
  Score: Raw -610866.890143 + Penalty 2892.634124 = -607974.256019
  nChanged 19
		SP:Iteration 54Q (112773.050000 sec): 3 clusters
  Score: Raw -610870.510260 + Penalty 2892.634124 = -607977.876136
  nChanged 14
		SP:Iteration 55Q (112773.250000 sec): 3 clusters
  Score: Raw -610873.518943 + Penalty 2892.634124 = -607980.884819
  nChanged 11
		SP:Iteration 56Q (112773.450000 sec): 3 clusters
  Score: Raw -610875.596876 + Penalty 2892.634124 = -607982.962751
  nChanged 11
		SP:Iteration 57Q (112773.660000 sec): 3 clusters
  Score: Raw -610877.119862 + Penalty 2892.634124 = -607984.485738
  nChanged 6
		SP:Iteration 58Q (112773.860000 sec): 3 clusters
  Score: Raw -610877.804079 + Penalty 2892.634124 = -607985.169954
  nChanged 5
		SP:Iteration 59Q (112774.060000 sec): 3 clusters
  Score: Raw -610878.708092 + Penalty 2892.634124 = -607986.073967
  nChanged 11
		SP:Iteration 60F (112774.260000 sec): 3 clusters
  Score: Raw -610881.470367 + Penalty 2892.634124 = -607988.836243
  nChanged 14
		SP:Iteration 61Q (112774.460000 sec): 3 clusters
  Score: Raw -610883.351876 + Penalty 2892.634124 = -607990.717752
  nChanged 5
		SP:Iteration 62Q (112774.660000 sec): 3 clusters
  Score: Raw -610884.062614 + Penalty 2892.634124 = -607991.428490
  nChanged 4
		SP:Iteration 63Q (112774.860000 sec): 3 clusters
  Score: Raw -610884.524398 + Penalty 2892.634124 = -607991.890274
  nChanged 2
		SP:Iteration 64Q (112775.070000 sec): 3 clusters
  Score: Raw -610884.689984 + Penalty 2892.634124 = -607992.055859
  nChanged 0
		SP:Iteration 65F (112775.270000 sec): 3 clusters
  Score: Raw -610884.689984 + Penalty 2892.634124 = -607992.055859
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (6964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112775.380000 sec): 2 clusters
  Score: Raw -529254.332375 + Penalty 1437.882761 = -527816.449614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112775.600000 sec): 3 clusters
  Score: Raw -525517.070718 + Penalty 2875.765523 = -522641.305196
  nChanged 2914
		SP:Iteration 1F (112775.800000 sec): 3 clusters
  Score: Raw -527382.723476 + Penalty 2875.765523 = -524506.957953
  nChanged 629
		SP:Iteration 2F (112776.010000 sec): 3 clusters
  Score: Raw -527903.817027 + Penalty 2875.765523 = -525028.051504
  nChanged 557
		SP:Iteration 3F (112776.210000 sec): 3 clusters
  Score: Raw -528346.582603 + Penalty 2875.765523 = -525470.817081
  nChanged 498
		SP:Iteration 4F (112776.420000 sec): 3 clusters
  Score: Raw -528721.079477 + Penalty 2875.765523 = -525845.313954
  nChanged 372
		SP:Iteration 5F (112776.620000 sec): 3 clusters
  Score: Raw -528991.269545 + Penalty 2875.765523 = -526115.504022
  nChanged 303
		SP:Iteration 6Q (112776.820000 sec): 3 clusters
  Score: Raw -529208.656325 + Penalty 2875.765523 = -526332.890803
  nChanged 268
		SP:Iteration 7Q (112777.030000 sec): 3 clusters
  Score: Raw -529384.651853 + Penalty 2875.765523 = -526508.886330
  nChanged 225
		SP:Iteration 8Q (112777.230000 sec): 3 clusters
  Score: Raw -529516.017567 + Penalty 2875.765523 = -526640.252045
  nChanged 197
		SP:Iteration 9Q (112777.440000 sec): 3 clusters
  Score: Raw -529647.506966 + Penalty 2875.765523 = -526771.741443
  nChanged 177
		SP:Iteration 10Q (112777.640000 sec): 3 clusters
  Score: Raw -529792.060652 + Penalty 2875.765523 = -526916.295129
  nChanged 174
		SP:Iteration 11Q (112777.840000 sec): 3 clusters
  Score: Raw -529953.791166 + Penalty 2875.765523 = -527078.025643
  nChanged 160
		SP:Iteration 12Q (112778.050000 sec): 3 clusters
  Score: Raw -530092.579043 + Penalty 2875.765523 = -527216.813520
  nChanged 139
		SP:Iteration 13Q (112778.250000 sec): 3 clusters
  Score: Raw -530202.261840 + Penalty 2875.765523 = -527326.496318
  nChanged 123
		SP:Iteration 14Q (112778.460000 sec): 3 clusters
  Score: Raw -530290.948030 + Penalty 2875.765523 = -527415.182507
  nChanged 109
		SP:Iteration 15Q (112778.660000 sec): 3 clusters
  Score: Raw -530379.157150 + Penalty 2875.765523 = -527503.391627
  nChanged 81
		SP:Iteration 16Q (112778.870000 sec): 3 clusters
  Score: Raw -530428.901157 + Penalty 2875.765523 = -527553.135635
  nChanged 66
		SP:Iteration 17Q (112779.070000 sec): 3 clusters
  Score: Raw -530455.865493 + Penalty 2875.765523 = -527580.099970
  nChanged 42
		SP:Iteration 18Q (112779.280000 sec): 3 clusters
  Score: Raw -530472.034451 + Penalty 2875.765523 = -527596.268928
  nChanged 30
		SP:Iteration 19Q (112779.480000 sec): 3 clusters
  Score: Raw -530482.694931 + Penalty 2875.765523 = -527606.929408
  nChanged 18
		SP:Iteration 20F (112779.680000 sec): 3 clusters
  Score: Raw -530487.365873 + Penalty 2875.765523 = -527611.600350
  nChanged 18
		SP:Iteration 21Q (112779.890000 sec): 3 clusters
  Score: Raw -530492.573376 + Penalty 2875.765523 = -527616.807853
  nChanged 17
		SP:Iteration 22Q (112780.090000 sec): 3 clusters
  Score: Raw -530497.228727 + Penalty 2875.765523 = -527621.463204
  nChanged 13
		SP:Iteration 23Q (112780.300000 sec): 3 clusters
  Score: Raw -530499.231398 + Penalty 2875.765523 = -527623.465875
  nChanged 2
		SP:Iteration 24Q (112780.500000 sec): 3 clusters
  Score: Raw -530499.589001 + Penalty 2875.765523 = -527623.823478
  nChanged 1
		SP:Iteration 25Q (112780.700000 sec): 3 clusters
  Score: Raw -530499.665504 + Penalty 2875.765523 = -527623.899982
  nChanged 1
		SP:Iteration 26Q (112780.910000 sec): 3 clusters
  Score: Raw -530499.732330 + Penalty 2875.765523 = -527623.966807
  nChanged 0
		SP:Iteration 27F (112781.110000 sec): 3 clusters
  Score: Raw -530499.732330 + Penalty 2875.765523 = -527623.966807
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (10051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112781.240000 sec): 2 clusters
  Score: Raw -862972.282533 + Penalty 1497.506954 = -861474.775579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112781.460000 sec): 3 clusters
  Score: Raw -857244.530038 + Penalty 2995.013909 = -854249.516129
  nChanged 4382
		SP:Iteration 1F (112781.690000 sec): 3 clusters
  Score: Raw -859938.566351 + Penalty 2995.013909 = -856943.552442
  nChanged 857
		SP:Iteration 2F (112781.920000 sec): 3 clusters
  Score: Raw -860679.763303 + Penalty 2995.013909 = -857684.749394
  nChanged 828
		SP:Iteration 3F (112782.140000 sec): 3 clusters
  Score: Raw -861448.580413 + Penalty 2995.013909 = -858453.566505
  nChanged 780
		SP:Iteration 4F (112782.370000 sec): 3 clusters
  Score: Raw -862179.020567 + Penalty 2995.013909 = -859184.006659
  nChanged 719
		SP:Iteration 5F (112782.600000 sec): 3 clusters
  Score: Raw -862842.331221 + Penalty 2995.013909 = -859847.317313
  nChanged 620
		SP:Iteration 6F (112782.820000 sec): 3 clusters
  Score: Raw -863306.871092 + Penalty 2995.013909 = -860311.857184
  nChanged 450
		SP:Iteration 7Q (112783.050000 sec): 3 clusters
  Score: Raw -863554.522457 + Penalty 2995.013909 = -860559.508549
  nChanged 316
		SP:Iteration 8Q (112783.270000 sec): 3 clusters
  Score: Raw -863718.441352 + Penalty 2995.013909 = -860723.427443
  nChanged 245
		SP:Iteration 9Q (112783.500000 sec): 3 clusters
  Score: Raw -863838.097583 + Penalty 2995.013909 = -860843.083675
  nChanged 188
		SP:Iteration 10Q (112783.720000 sec): 3 clusters
  Score: Raw -863951.232458 + Penalty 2995.013909 = -860956.218549
  nChanged 197
		SP:Iteration 11Q (112783.950000 sec): 3 clusters
  Score: Raw -864072.370157 + Penalty 2995.013909 = -861077.356249
  nChanged 196
		SP:Iteration 12Q (112784.180000 sec): 3 clusters
  Score: Raw -864179.409505 + Penalty 2995.013909 = -861184.395597
  nChanged 211
		SP:Iteration 13Q (112784.400000 sec): 3 clusters
  Score: Raw -864311.513607 + Penalty 2995.013909 = -861316.499699
  nChanged 218
		SP:Iteration 14Q (112784.630000 sec): 3 clusters
  Score: Raw -864438.472596 + Penalty 2995.013909 = -861443.458687
  nChanged 213
		SP:Iteration 15Q (112784.850000 sec): 3 clusters
  Score: Raw -864571.103301 + Penalty 2995.013909 = -861576.089393
  nChanged 247
		SP:Iteration 16Q (112785.080000 sec): 3 clusters
  Score: Raw -864751.367401 + Penalty 2995.013909 = -861756.353492
  nChanged 257
		SP:Iteration 17Q (112785.220000 sec): 3 clusters
  Score: Raw -864951.872184 + Penalty 2995.013909 = -861956.858276
  nChanged 212
		SP:Iteration 18Q (112785.450000 sec): 3 clusters
  Score: Raw -865065.458478 + Penalty 2995.013909 = -862070.444569
  nChanged 160
		SP:Iteration 19Q (112785.670000 sec): 3 clusters
  Score: Raw -865141.764841 + Penalty 2995.013909 = -862146.750932
  nChanged 129
		SP:Iteration 20F (112785.890000 sec): 3 clusters
  Score: Raw -865199.300972 + Penalty 2995.013909 = -862204.287064
  nChanged 97
		SP:Iteration 21Q (112786.100000 sec): 3 clusters
  Score: Raw -865249.040096 + Penalty 2995.013909 = -862254.026187
  nChanged 93
		SP:Iteration 22Q (112786.290000 sec): 3 clusters
  Score: Raw -865289.464948 + Penalty 2995.013909 = -862294.451039
  nChanged 81
		SP:Iteration 23Q (112786.510000 sec): 3 clusters
  Score: Raw -865316.195839 + Penalty 2995.013909 = -862321.181930
  nChanged 65
		SP:Iteration 24Q (112786.730000 sec): 3 clusters
  Score: Raw -865331.364081 + Penalty 2995.013909 = -862336.350173
  nChanged 47
		SP:Iteration 25Q (112786.960000 sec): 3 clusters
  Score: Raw -865340.434078 + Penalty 2995.013909 = -862345.420169
  nChanged 39
		SP:Iteration 26Q (112787.180000 sec): 3 clusters
  Score: Raw -865348.683781 + Penalty 2995.013909 = -862353.669873
  nChanged 27
		SP:Iteration 27Q (112787.400000 sec): 3 clusters
  Score: Raw -865353.791769 + Penalty 2995.013909 = -862358.777860
  nChanged 21
		SP:Iteration 28Q (112787.620000 sec): 3 clusters
  Score: Raw -865357.637741 + Penalty 2995.013909 = -862362.623833
  nChanged 21
		SP:Iteration 29Q (112787.850000 sec): 3 clusters
  Score: Raw -865360.616010 + Penalty 2995.013909 = -862365.602101
  nChanged 18
		SP:Iteration 30Q (112788.000000 sec): 3 clusters
  Score: Raw -865363.223323 + Penalty 2995.013909 = -862368.209415
  nChanged 15
		SP:Iteration 31Q (112788.220000 sec): 3 clusters
  Score: Raw -865365.432249 + Penalty 2995.013909 = -862370.418340
  nChanged 13
		SP:Iteration 32Q (112788.450000 sec): 3 clusters
  Score: Raw -865367.553221 + Penalty 2995.013909 = -862372.539312
  nChanged 15
		SP:Iteration 33Q (112788.760000 sec): 3 clusters
  Score: Raw -865370.142487 + Penalty 2995.013909 = -862375.128579
  nChanged 12
		SP:Iteration 34Q (112788.900000 sec): 3 clusters
  Score: Raw -865371.227259 + Penalty 2995.013909 = -862376.213350
  nChanged 2
		SP:Iteration 35Q (112789.130000 sec): 3 clusters
  Score: Raw -865371.645975 + Penalty 2995.013909 = -862376.632067
  nChanged 2
		SP:Iteration 36Q (112789.350000 sec): 3 clusters
  Score: Raw -865372.178935 + Penalty 2995.013909 = -862377.165027
  nChanged 6
		SP:Iteration 37Q (112789.580000 sec): 3 clusters
  Score: Raw -865372.617969 + Penalty 2995.013909 = -862377.604060
  nChanged 2
		SP:Iteration 38Q (112789.800000 sec): 3 clusters
  Score: Raw -865372.937422 + Penalty 2995.013909 = -862377.923514
  nChanged 3
		SP:Iteration 39Q (112790.020000 sec): 3 clusters
  Score: Raw -865373.266104 + Penalty 2995.013909 = -862378.252196
  nChanged 3
		SP:Iteration 40F (112790.240000 sec): 3 clusters
  Score: Raw -865373.518261 + Penalty 2995.013909 = -862378.504352
  nChanged 3
		SP:Iteration 41Q (112790.460000 sec): 3 clusters
  Score: Raw -865373.877142 + Penalty 2995.013909 = -862378.863233
  nChanged 2
		SP:Iteration 42Q (112790.700000 sec): 3 clusters
  Score: Raw -865374.026870 + Penalty 2995.013909 = -862379.012961
  nChanged 0
		SP:Iteration 43F (112790.890000 sec): 3 clusters
  Score: Raw -865374.026870 + Penalty 2995.013909 = -862379.012961
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (4455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112790.970000 sec): 2 clusters
  Score: Raw -379299.211142 + Penalty 1365.289630 = -377933.921512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112791.060000 sec): 3 clusters
  Score: Raw -377081.227057 + Penalty 2730.579260 = -374350.647796
  nChanged 1761
		SP:Iteration 1F (112791.140000 sec): 3 clusters
  Score: Raw -378185.698910 + Penalty 2730.579260 = -375455.119650
  nChanged 357
		SP:Iteration 2F (112791.220000 sec): 3 clusters
  Score: Raw -378444.862087 + Penalty 2730.579260 = -375714.282827
  nChanged 283
		SP:Iteration 3F (112791.310000 sec): 3 clusters
  Score: Raw -378659.039978 + Penalty 2730.579260 = -375928.460718
  nChanged 268
		SP:Iteration 4F (112791.400000 sec): 3 clusters
  Score: Raw -378866.318308 + Penalty 2730.579260 = -376135.739047
  nChanged 244
		SP:Iteration 5F (112791.490000 sec): 3 clusters
  Score: Raw -379045.634920 + Penalty 2730.579260 = -376315.055659
  nChanged 212
		SP:Iteration 6Q (112791.580000 sec): 3 clusters
  Score: Raw -379192.216585 + Penalty 2730.579260 = -376461.637324
  nChanged 198
		SP:Iteration 7Q (112791.660000 sec): 3 clusters
  Score: Raw -379319.773394 + Penalty 2730.579260 = -376589.194133
  nChanged 150
		SP:Iteration 8Q (112791.750000 sec): 3 clusters
  Score: Raw -379423.864602 + Penalty 2730.579260 = -376693.285342
  nChanged 122
		SP:Iteration 9Q (112791.840000 sec): 3 clusters
  Score: Raw -379501.378326 + Penalty 2730.579260 = -376770.799065
  nChanged 107
		SP:Iteration 10Q (112791.930000 sec): 3 clusters
  Score: Raw -379561.276029 + Penalty 2730.579260 = -376830.696769
  nChanged 72
		SP:Iteration 11Q (112792.020000 sec): 3 clusters
  Score: Raw -379596.589313 + Penalty 2730.579260 = -376866.010052
  nChanged 56
		SP:Iteration 12Q (112792.100000 sec): 3 clusters
  Score: Raw -379615.604612 + Penalty 2730.579260 = -376885.025352
  nChanged 42
		SP:Iteration 13Q (112792.190000 sec): 3 clusters
  Score: Raw -379628.092546 + Penalty 2730.579260 = -376897.513286
  nChanged 30
		SP:Iteration 14Q (112792.280000 sec): 3 clusters
  Score: Raw -379641.020716 + Penalty 2730.579260 = -376910.441455
  nChanged 35
		SP:Iteration 15Q (112792.360000 sec): 3 clusters
  Score: Raw -379652.346444 + Penalty 2730.579260 = -376921.767184
  nChanged 31
		SP:Iteration 16Q (112792.450000 sec): 3 clusters
  Score: Raw -379662.289458 + Penalty 2730.579260 = -376931.710197
  nChanged 16
		SP:Iteration 17Q (112792.540000 sec): 3 clusters
  Score: Raw -379668.312518 + Penalty 2730.579260 = -376937.733258
  nChanged 21
		SP:Iteration 18Q (112792.630000 sec): 3 clusters
  Score: Raw -379676.184645 + Penalty 2730.579260 = -376945.605385
  nChanged 23
		SP:Iteration 19Q (112792.720000 sec): 3 clusters
  Score: Raw -379685.738050 + Penalty 2730.579260 = -376955.158789
  nChanged 23
		SP:Iteration 20F (112792.800000 sec): 3 clusters
  Score: Raw -379693.320468 + Penalty 2730.579260 = -376962.741207
  nChanged 15
		SP:Iteration 21Q (112792.880000 sec): 3 clusters
  Score: Raw -379697.320566 + Penalty 2730.579260 = -376966.741306
  nChanged 13
		SP:Iteration 22Q (112792.970000 sec): 3 clusters
  Score: Raw -379701.743612 + Penalty 2730.579260 = -376971.164351
  nChanged 18
		SP:Iteration 23Q (112793.060000 sec): 3 clusters
  Score: Raw -379707.367614 + Penalty 2730.579260 = -376976.788354
  nChanged 15
		SP:Iteration 24Q (112793.150000 sec): 3 clusters
  Score: Raw -379712.582430 + Penalty 2730.579260 = -376982.003170
  nChanged 16
		SP:Iteration 25Q (112793.240000 sec): 3 clusters
  Score: Raw -379716.471276 + Penalty 2730.579260 = -376985.892016
  nChanged 13
		SP:Iteration 26Q (112793.320000 sec): 3 clusters
  Score: Raw -379719.788992 + Penalty 2730.579260 = -376989.209732
  nChanged 13
		SP:Iteration 27Q (112793.410000 sec): 3 clusters
  Score: Raw -379722.981363 + Penalty 2730.579260 = -376992.402102
  nChanged 13
		SP:Iteration 28Q (112793.500000 sec): 3 clusters
  Score: Raw -379728.249358 + Penalty 2730.579260 = -376997.670098
  nChanged 17
		SP:Iteration 29Q (112793.590000 sec): 3 clusters
  Score: Raw -379734.047859 + Penalty 2730.579260 = -377003.468598
  nChanged 23
		SP:Iteration 30Q (112793.680000 sec): 3 clusters
  Score: Raw -379740.498289 + Penalty 2730.579260 = -377009.919028
  nChanged 21
		SP:Iteration 31Q (112793.760000 sec): 3 clusters
  Score: Raw -379748.440247 + Penalty 2730.579260 = -377017.860987
  nChanged 29
		SP:Iteration 32Q (112793.940000 sec): 3 clusters
  Score: Raw -379760.265457 + Penalty 2730.579260 = -377029.686197
  nChanged 37
		SP:Iteration 33Q (112794.110000 sec): 3 clusters
  Score: Raw -379776.940678 + Penalty 2730.579260 = -377046.361417
  nChanged 41
		SP:Iteration 34Q (112794.290000 sec): 3 clusters
  Score: Raw -379798.475404 + Penalty 2730.579260 = -377067.896143
  nChanged 52
		SP:Iteration 35Q (112794.460000 sec): 3 clusters
  Score: Raw -379831.766940 + Penalty 2730.579260 = -377101.187679
  nChanged 64
		SP:Iteration 36Q (112794.640000 sec): 3 clusters
  Score: Raw -379888.861457 + Penalty 2730.579260 = -377158.282196
  nChanged 84
		SP:Iteration 37Q (112794.820000 sec): 3 clusters
  Score: Raw -380018.228751 + Penalty 2730.579260 = -377287.649490
  nChanged 125
		SP:Iteration 38Q (112794.990000 sec): 3 clusters
  Score: Raw -380341.036936 + Penalty 2730.579260 = -377610.457676
  nChanged 171
		SP:Iteration 39Q (112795.170000 sec): 3 clusters
  Score: Raw -380966.348924 + Penalty 2730.579260 = -378235.769664
  nChanged 140
		SP:Iteration 40F (112795.340000 sec): 3 clusters
  Score: Raw -381302.712005 + Penalty 2730.579260 = -378572.132745
  nChanged 102
		SP:Iteration 41Q (112795.520000 sec): 3 clusters
  Score: Raw -381378.483566 + Penalty 2730.579260 = -378647.904305
  nChanged 44
		SP:Iteration 42Q (112795.700000 sec): 3 clusters
  Score: Raw -381401.311117 + Penalty 2730.579260 = -378670.731856
  nChanged 27
		SP:Iteration 43Q (112795.870000 sec): 3 clusters
  Score: Raw -381413.165223 + Penalty 2730.579260 = -378682.585963
  nChanged 23
		SP:Iteration 44Q (112796.050000 sec): 3 clusters
  Score: Raw -381429.314751 + Penalty 2730.579260 = -378698.735491
  nChanged 26
		SP:Iteration 45Q (112796.220000 sec): 3 clusters
  Score: Raw -381449.865417 + Penalty 2730.579260 = -378719.286156
  nChanged 19
		SP:Iteration 46Q (112796.400000 sec): 3 clusters
  Score: Raw -381467.003732 + Penalty 2730.579260 = -378736.424471
  nChanged 19
		SP:Iteration 47Q (112796.580000 sec): 3 clusters
  Score: Raw -381482.748681 + Penalty 2730.579260 = -378752.169421
  nChanged 18
		SP:Iteration 48Q (112796.750000 sec): 3 clusters
  Score: Raw -381496.794136 + Penalty 2730.579260 = -378766.214876
  nChanged 27
		SP:Iteration 49Q (112796.930000 sec): 3 clusters
  Score: Raw -381516.522634 + Penalty 2730.579260 = -378785.943374
  nChanged 30
		SP:Iteration 50Q (112797.100000 sec): 3 clusters
  Score: Raw -381534.918598 + Penalty 2730.579260 = -378804.339338
  nChanged 28
		SP:Iteration 51Q (112797.280000 sec): 3 clusters
  Score: Raw -381557.586367 + Penalty 2730.579260 = -378827.007107
  nChanged 27
		SP:Iteration 52Q (112797.460000 sec): 3 clusters
  Score: Raw -381576.120822 + Penalty 2730.579260 = -378845.541561
  nChanged 23
		SP:Iteration 53Q (112797.620000 sec): 3 clusters
  Score: Raw -381589.885658 + Penalty 2730.579260 = -378859.306398
  nChanged 18
		SP:Iteration 54Q (112797.700000 sec): 3 clusters
  Score: Raw -381601.347049 + Penalty 2730.579260 = -378870.767788
  nChanged 13
		SP:Iteration 55Q (112797.780000 sec): 3 clusters
  Score: Raw -381607.529246 + Penalty 2730.579260 = -378876.949985
  nChanged 15
		SP:Iteration 56Q (112797.860000 sec): 3 clusters
  Score: Raw -381613.871757 + Penalty 2730.579260 = -378883.292496
  nChanged 9
		SP:Iteration 57Q (112797.940000 sec): 3 clusters
  Score: Raw -381617.451755 + Penalty 2730.579260 = -378886.872494
  nChanged 8
		SP:Iteration 58Q (112798.020000 sec): 3 clusters
  Score: Raw -381620.305057 + Penalty 2730.579260 = -378889.725797
  nChanged 6
		SP:Iteration 59Q (112798.100000 sec): 3 clusters
  Score: Raw -381622.754775 + Penalty 2730.579260 = -378892.175514
  nChanged 7
		SP:Iteration 60F (112798.180000 sec): 3 clusters
  Score: Raw -381625.183550 + Penalty 2730.579260 = -378894.604290
  nChanged 8
		SP:Iteration 61Q (112798.260000 sec): 3 clusters
  Score: Raw -381628.647485 + Penalty 2730.579260 = -378898.068224
  nChanged 11
		SP:Iteration 62Q (112798.340000 sec): 3 clusters
  Score: Raw -381637.196478 + Penalty 2730.579260 = -378906.617218
  nChanged 13
		SP:Iteration 63Q (112798.420000 sec): 3 clusters
  Score: Raw -381646.828671 + Penalty 2730.579260 = -378916.249410
  nChanged 14
		SP:Iteration 64Q (112798.490000 sec): 3 clusters
  Score: Raw -381653.591438 + Penalty 2730.579260 = -378923.012177
  nChanged 10
		SP:Iteration 65Q (112798.570000 sec): 3 clusters
  Score: Raw -381659.911655 + Penalty 2730.579260 = -378929.332395
  nChanged 11
		SP:Iteration 66Q (112798.650000 sec): 3 clusters
  Score: Raw -381668.735240 + Penalty 2730.579260 = -378938.155979
  nChanged 19
		SP:Iteration 67Q (112798.730000 sec): 3 clusters
  Score: Raw -381685.907654 + Penalty 2730.579260 = -378955.328394
  nChanged 23
		SP:Iteration 68Q (112798.860000 sec): 3 clusters
  Score: Raw -381723.096104 + Penalty 2730.579260 = -378992.516844
  nChanged 36
		SP:Iteration 69Q (112798.940000 sec): 3 clusters
  Score: Raw -381795.132889 + Penalty 2730.579260 = -379064.553629
  nChanged 25
		SP:Iteration 70Q (112799.020000 sec): 3 clusters
  Score: Raw -381819.486559 + Penalty 2730.579260 = -379088.907299
  nChanged 12
		SP:Iteration 71Q (112799.090000 sec): 3 clusters
  Score: Raw -381827.176950 + Penalty 2730.579260 = -379096.597689
  nChanged 10
		SP:Iteration 72Q (112799.170000 sec): 3 clusters
  Score: Raw -381833.054413 + Penalty 2730.579260 = -379102.475153
  nChanged 7
		SP:Iteration 73Q (112799.250000 sec): 3 clusters
  Score: Raw -381836.095786 + Penalty 2730.579260 = -379105.516525
  nChanged 10
		SP:Iteration 74Q (112799.330000 sec): 3 clusters
  Score: Raw -381840.944813 + Penalty 2730.579260 = -379110.365552
  nChanged 3
		SP:Iteration 75Q (112799.410000 sec): 3 clusters
  Score: Raw -381841.657180 + Penalty 2730.579260 = -379111.077920
  nChanged 0
		SP:Iteration 76F (112799.600000 sec): 3 clusters
  Score: Raw -381841.657180 + Penalty 2730.579260 = -379111.077920
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112799.740000 sec): 2 clusters
  Score: Raw -953737.864982 + Penalty 1505.288242 = -952232.576740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112799.980000 sec): 3 clusters
  Score: Raw -947788.878765 + Penalty 3010.576483 = -944778.302281
  nChanged 4506
		SP:Iteration 1F (112800.200000 sec): 3 clusters
  Score: Raw -950541.966578 + Penalty 3010.576483 = -947531.390095
  nChanged 876
		SP:Iteration 2F (112800.470000 sec): 3 clusters
  Score: Raw -951283.371504 + Penalty 3010.576483 = -948272.795021
  nChanged 863
		SP:Iteration 3F (112800.690000 sec): 3 clusters
  Score: Raw -951946.394284 + Penalty 3010.576483 = -948935.817801
  nChanged 727
		SP:Iteration 4F (112800.950000 sec): 3 clusters
  Score: Raw -952433.921981 + Penalty 3010.576483 = -949423.345498
  nChanged 570
		SP:Iteration 5F (112801.170000 sec): 3 clusters
  Score: Raw -952724.114779 + Penalty 3010.576483 = -949713.538295
  nChanged 425
		SP:Iteration 6Q (112801.320000 sec): 3 clusters
  Score: Raw -952915.731630 + Penalty 3010.576483 = -949905.155146
  nChanged 318
		SP:Iteration 7Q (112801.580000 sec): 3 clusters
  Score: Raw -953028.570157 + Penalty 3010.576483 = -950017.993673
  nChanged 225
		SP:Iteration 8Q (112801.840000 sec): 3 clusters
  Score: Raw -953105.093887 + Penalty 3010.576483 = -950094.517404
  nChanged 205
		SP:Iteration 9Q (112802.060000 sec): 3 clusters
  Score: Raw -953169.722981 + Penalty 3010.576483 = -950159.146497
  nChanged 160
		SP:Iteration 10Q (112802.280000 sec): 3 clusters
  Score: Raw -953214.172630 + Penalty 3010.576483 = -950203.596146
  nChanged 132
		SP:Iteration 11Q (112802.540000 sec): 3 clusters
  Score: Raw -953246.077956 + Penalty 3010.576483 = -950235.501473
  nChanged 109
		SP:Iteration 12Q (112802.810000 sec): 3 clusters
  Score: Raw -953271.652842 + Penalty 3010.576483 = -950261.076359
  nChanged 95
		SP:Iteration 13Q (112803.030000 sec): 3 clusters
  Score: Raw -953289.186134 + Penalty 3010.576483 = -950278.609650
  nChanged 68
		SP:Iteration 14Q (112803.250000 sec): 3 clusters
  Score: Raw -953303.857294 + Penalty 3010.576483 = -950293.280811
  nChanged 82
		SP:Iteration 15Q (112803.470000 sec): 3 clusters
  Score: Raw -953322.136802 + Penalty 3010.576483 = -950311.560318
  nChanged 77
		SP:Iteration 16Q (112803.690000 sec): 3 clusters
  Score: Raw -953342.248509 + Penalty 3010.576483 = -950331.672026
  nChanged 84
		SP:Iteration 17Q (112803.910000 sec): 3 clusters
  Score: Raw -953364.974927 + Penalty 3010.576483 = -950354.398444
  nChanged 93
		SP:Iteration 18Q (112804.130000 sec): 3 clusters
  Score: Raw -953387.956238 + Penalty 3010.576483 = -950377.379755
  nChanged 95
		SP:Iteration 19Q (112804.350000 sec): 3 clusters
  Score: Raw -953410.884766 + Penalty 3010.576483 = -950400.308282
  nChanged 97
		SP:Iteration 20F (112804.610000 sec): 3 clusters
  Score: Raw -953434.834021 + Penalty 3010.576483 = -950424.257537
  nChanged 92
		SP:Iteration 21Q (112804.830000 sec): 3 clusters
  Score: Raw -953460.945972 + Penalty 3010.576483 = -950450.369488
  nChanged 105
		SP:Iteration 22Q (112805.050000 sec): 3 clusters
  Score: Raw -953492.136669 + Penalty 3010.576483 = -950481.560186
  nChanged 110
		SP:Iteration 23Q (112805.270000 sec): 3 clusters
  Score: Raw -953528.013209 + Penalty 3010.576483 = -950517.436726
  nChanged 107
		SP:Iteration 24Q (112805.490000 sec): 3 clusters
  Score: Raw -953559.882028 + Penalty 3010.576483 = -950549.305544
  nChanged 110
		SP:Iteration 25Q (112805.700000 sec): 3 clusters
  Score: Raw -953593.063821 + Penalty 3010.576483 = -950582.487337
  nChanged 112
		SP:Iteration 26Q (112805.930000 sec): 3 clusters
  Score: Raw -953630.271571 + Penalty 3010.576483 = -950619.695087
  nChanged 110
		SP:Iteration 27Q (112806.070000 sec): 3 clusters
  Score: Raw -953669.913137 + Penalty 3010.576483 = -950659.336653
  nChanged 111
		SP:Iteration 28Q (112806.290000 sec): 3 clusters
  Score: Raw -953715.234198 + Penalty 3010.576483 = -950704.657714
  nChanged 97
		SP:Iteration 29Q (112806.510000 sec): 3 clusters
  Score: Raw -953752.392835 + Penalty 3010.576483 = -950741.816352
  nChanged 80
		SP:Iteration 30Q (112806.730000 sec): 3 clusters
  Score: Raw -953781.007909 + Penalty 3010.576483 = -950770.431426
  nChanged 74
		SP:Iteration 31Q (112806.950000 sec): 3 clusters
  Score: Raw -953810.024579 + Penalty 3010.576483 = -950799.448095
  nChanged 78
		SP:Iteration 32Q (112807.170000 sec): 3 clusters
  Score: Raw -953843.607307 + Penalty 3010.576483 = -950833.030823
  nChanged 104
		SP:Iteration 33Q (112807.400000 sec): 3 clusters
  Score: Raw -953893.575475 + Penalty 3010.576483 = -950882.998991
  nChanged 104
		SP:Iteration 34Q (112807.620000 sec): 3 clusters
  Score: Raw -953950.680590 + Penalty 3010.576483 = -950940.104107
  nChanged 95
		SP:Iteration 35Q (112807.880000 sec): 3 clusters
  Score: Raw -953998.100864 + Penalty 3010.576483 = -950987.524380
  nChanged 79
		SP:Iteration 36Q (112808.010000 sec): 3 clusters
  Score: Raw -954031.398969 + Penalty 3010.576483 = -951020.822485
  nChanged 60
		SP:Iteration 37Q (112808.140000 sec): 3 clusters
  Score: Raw -954061.474953 + Penalty 3010.576483 = -951050.898469
  nChanged 68
		SP:Iteration 38Q (112808.380000 sec): 3 clusters
  Score: Raw -954092.398976 + Penalty 3010.576483 = -951081.822492
  nChanged 62
		SP:Iteration 39Q (112808.600000 sec): 3 clusters
  Score: Raw -954120.254680 + Penalty 3010.576483 = -951109.678197
  nChanged 55
		SP:Iteration 40F (112808.820000 sec): 3 clusters
  Score: Raw -954142.927896 + Penalty 3010.576483 = -951132.351413
  nChanged 44
		SP:Iteration 41Q (112809.040000 sec): 3 clusters
  Score: Raw -954161.270138 + Penalty 3010.576483 = -951150.693655
  nChanged 31
		SP:Iteration 42Q (112809.260000 sec): 3 clusters
  Score: Raw -954173.855999 + Penalty 3010.576483 = -951163.279515
  nChanged 19
		SP:Iteration 43Q (112809.480000 sec): 3 clusters
  Score: Raw -954179.789291 + Penalty 3010.576483 = -951169.212808
  nChanged 13
		SP:Iteration 44Q (112809.700000 sec): 3 clusters
  Score: Raw -954184.748713 + Penalty 3010.576483 = -951174.172230
  nChanged 20
		SP:Iteration 45Q (112809.920000 sec): 3 clusters
  Score: Raw -954192.223204 + Penalty 3010.576483 = -951181.646721
  nChanged 16
		SP:Iteration 46Q (112810.140000 sec): 3 clusters
  Score: Raw -954198.629233 + Penalty 3010.576483 = -951188.052750
  nChanged 16
		SP:Iteration 47Q (112810.360000 sec): 3 clusters
  Score: Raw -954203.994420 + Penalty 3010.576483 = -951193.417937
  nChanged 12
		SP:Iteration 48Q (112810.580000 sec): 3 clusters
  Score: Raw -954208.294133 + Penalty 3010.576483 = -951197.717650
  nChanged 13
		SP:Iteration 49Q (112810.810000 sec): 3 clusters
  Score: Raw -954212.832716 + Penalty 3010.576483 = -951202.256233
  nChanged 11
		SP:Iteration 50Q (112811.030000 sec): 3 clusters
  Score: Raw -954217.173031 + Penalty 3010.576483 = -951206.596548
  nChanged 11
		SP:Iteration 51Q (112811.250000 sec): 3 clusters
  Score: Raw -954220.364731 + Penalty 3010.576483 = -951209.788248
  nChanged 7
		SP:Iteration 52Q (112811.470000 sec): 3 clusters
  Score: Raw -954223.259677 + Penalty 3010.576483 = -951212.683193
  nChanged 5
		SP:Iteration 53Q (112811.690000 sec): 3 clusters
  Score: Raw -954224.526501 + Penalty 3010.576483 = -951213.950017
  nChanged 6
		SP:Iteration 54Q (112811.910000 sec): 3 clusters
  Score: Raw -954226.829766 + Penalty 3010.576483 = -951216.253282
  nChanged 8
		SP:Iteration 55Q (112812.130000 sec): 3 clusters
  Score: Raw -954230.864111 + Penalty 3010.576483 = -951220.287627
  nChanged 6
		SP:Iteration 56Q (112812.360000 sec): 3 clusters
  Score: Raw -954232.901340 + Penalty 3010.576483 = -951222.324857
  nChanged 4
		SP:Iteration 57Q (112812.580000 sec): 3 clusters
  Score: Raw -954234.640009 + Penalty 3010.576483 = -951224.063525
  nChanged 9
		SP:Iteration 58Q (112812.800000 sec): 3 clusters
  Score: Raw -954239.145099 + Penalty 3010.576483 = -951228.568615
  nChanged 12
		SP:Iteration 59Q (112813.020000 sec): 3 clusters
  Score: Raw -954244.607821 + Penalty 3010.576483 = -951234.031338
  nChanged 9
		SP:Iteration 60F (112813.240000 sec): 3 clusters
  Score: Raw -954247.927047 + Penalty 3010.576483 = -951237.350564
  nChanged 5
		SP:Iteration 61Q (112813.470000 sec): 3 clusters
  Score: Raw -954249.568158 + Penalty 3010.576483 = -951238.991674
  nChanged 4
		SP:Iteration 62Q (112813.690000 sec): 3 clusters
  Score: Raw -954251.748591 + Penalty 3010.576483 = -951241.172107
  nChanged 2
		SP:Iteration 63Q (112813.910000 sec): 3 clusters
  Score: Raw -954252.523428 + Penalty 3010.576483 = -951241.946944
  nChanged 3
		SP:Iteration 64Q (112814.130000 sec): 3 clusters
  Score: Raw -954253.465439 + Penalty 3010.576483 = -951242.888955
  nChanged 2
		SP:Iteration 65Q (112814.350000 sec): 3 clusters
  Score: Raw -954253.931508 + Penalty 3010.576483 = -951243.355025
  nChanged 1
		SP:Iteration 66Q (112814.570000 sec): 3 clusters
  Score: Raw -954254.076375 + Penalty 3010.576483 = -951243.499891
  nChanged 1
		SP:Iteration 67Q (112814.790000 sec): 3 clusters
  Score: Raw -954254.498573 + Penalty 3010.576483 = -951243.922090
  nChanged 1
		SP:Iteration 68Q (112815.010000 sec): 3 clusters
  Score: Raw -954254.894731 + Penalty 3010.576483 = -951244.318247
  nChanged 4
		SP:Iteration 69Q (112815.240000 sec): 3 clusters
  Score: Raw -954256.498725 + Penalty 3010.576483 = -951245.922242
  nChanged 4
		SP:Iteration 70Q (112815.460000 sec): 3 clusters
  Score: Raw -954257.139834 + Penalty 3010.576483 = -951246.563351
  nChanged 3
		SP:Iteration 71Q (112815.680000 sec): 3 clusters
  Score: Raw -954257.842077 + Penalty 3010.576483 = -951247.265593
  nChanged 1
		SP:Iteration 72Q (112815.900000 sec): 3 clusters
  Score: Raw -954257.957833 + Penalty 3010.576483 = -951247.381350
  nChanged 0
		SP:Iteration 73F (112816.160000 sec): 3 clusters
  Score: Raw -954257.957833 + Penalty 3010.576483 = -951247.381350
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (4237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112816.270000 sec): 2 clusters
  Score: Raw -432809.600952 + Penalty 1357.136747 = -431452.464205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112816.440000 sec): 3 clusters
  Score: Raw -430671.505720 + Penalty 2714.273494 = -427957.232226
  nChanged 1693
		SP:Iteration 1F (112816.620000 sec): 3 clusters
  Score: Raw -431570.712971 + Penalty 2714.273494 = -428856.439478
  nChanged 271
		SP:Iteration 2F (112816.800000 sec): 3 clusters
  Score: Raw -431714.869408 + Penalty 2714.273494 = -429000.595914
  nChanged 204
		SP:Iteration 3Q (112816.970000 sec): 3 clusters
  Score: Raw -431803.805072 + Penalty 2714.273494 = -429089.531578
  nChanged 125
		SP:Iteration 4Q (112817.150000 sec): 3 clusters
  Score: Raw -431845.792927 + Penalty 2714.273494 = -429131.519433
  nChanged 96
		SP:Iteration 5Q (112817.320000 sec): 3 clusters
  Score: Raw -431880.404706 + Penalty 2714.273494 = -429166.131212
  nChanged 81
		SP:Iteration 6Q (112817.500000 sec): 3 clusters
  Score: Raw -431906.008956 + Penalty 2714.273494 = -429191.735462
  nChanged 69
		SP:Iteration 7Q (112817.680000 sec): 3 clusters
  Score: Raw -431929.442868 + Penalty 2714.273494 = -429215.169375
  nChanged 65
		SP:Iteration 8Q (112817.850000 sec): 3 clusters
  Score: Raw -431952.651383 + Penalty 2714.273494 = -429238.377889
  nChanged 73
		SP:Iteration 9Q (112818.030000 sec): 3 clusters
  Score: Raw -431977.629581 + Penalty 2714.273494 = -429263.356087
  nChanged 57
		SP:Iteration 10Q (112818.200000 sec): 3 clusters
  Score: Raw -431996.066328 + Penalty 2714.273494 = -429281.792834
  nChanged 48
		SP:Iteration 11Q (112818.380000 sec): 3 clusters
  Score: Raw -432011.358992 + Penalty 2714.273494 = -429297.085498
  nChanged 49
		SP:Iteration 12Q (112818.560000 sec): 3 clusters
  Score: Raw -432024.555657 + Penalty 2714.273494 = -429310.282163
  nChanged 35
		SP:Iteration 13Q (112818.730000 sec): 3 clusters
  Score: Raw -432034.474977 + Penalty 2714.273494 = -429320.201483
  nChanged 27
		SP:Iteration 14Q (112818.910000 sec): 3 clusters
  Score: Raw -432041.934692 + Penalty 2714.273494 = -429327.661198
  nChanged 23
		SP:Iteration 15Q (112819.120000 sec): 3 clusters
  Score: Raw -432048.709535 + Penalty 2714.273494 = -429334.436041
  nChanged 22
		SP:Iteration 16Q (112819.300000 sec): 3 clusters
  Score: Raw -432053.890261 + Penalty 2714.273494 = -429339.616767
  nChanged 17
		SP:Iteration 17Q (112819.480000 sec): 3 clusters
  Score: Raw -432058.034083 + Penalty 2714.273494 = -429343.760589
  nChanged 16
		SP:Iteration 18Q (112819.560000 sec): 3 clusters
  Score: Raw -432063.077498 + Penalty 2714.273494 = -429348.804004
  nChanged 16
		SP:Iteration 19Q (112819.650000 sec): 3 clusters
  Score: Raw -432066.359049 + Penalty 2714.273494 = -429352.085555
  nChanged 11
		SP:Iteration 20F (112819.820000 sec): 3 clusters
  Score: Raw -432068.590060 + Penalty 2714.273494 = -429354.316566
  nChanged 11
		SP:Iteration 21Q (112819.900000 sec): 3 clusters
  Score: Raw -432070.444955 + Penalty 2714.273494 = -429356.171461
  nChanged 9
		SP:Iteration 22Q (112819.990000 sec): 3 clusters
  Score: Raw -432071.727572 + Penalty 2714.273494 = -429357.454078
  nChanged 6
		SP:Iteration 23Q (112820.080000 sec): 3 clusters
  Score: Raw -432073.047716 + Penalty 2714.273494 = -429358.774222
  nChanged 6
		SP:Iteration 24Q (112820.170000 sec): 3 clusters
  Score: Raw -432073.921864 + Penalty 2714.273494 = -429359.648370
  nChanged 3
		SP:Iteration 25Q (112820.260000 sec): 3 clusters
  Score: Raw -432074.784834 + Penalty 2714.273494 = -429360.511340
  nChanged 3
		SP:Iteration 26Q (112820.350000 sec): 3 clusters
  Score: Raw -432075.098592 + Penalty 2714.273494 = -429360.825098
  nChanged 4
		SP:Iteration 27Q (112820.440000 sec): 3 clusters
  Score: Raw -432075.799249 + Penalty 2714.273494 = -429361.525755
  nChanged 4
		SP:Iteration 28Q (112820.520000 sec): 3 clusters
  Score: Raw -432076.403422 + Penalty 2714.273494 = -429362.129928
  nChanged 3
		SP:Iteration 29Q (112820.610000 sec): 3 clusters
  Score: Raw -432077.139234 + Penalty 2714.273494 = -429362.865740
  nChanged 3
		SP:Iteration 30Q (112820.700000 sec): 3 clusters
  Score: Raw -432077.756871 + Penalty 2714.273494 = -429363.483377
  nChanged 4
		SP:Iteration 31Q (112820.790000 sec): 3 clusters
  Score: Raw -432078.944725 + Penalty 2714.273494 = -429364.671231
  nChanged 9
		SP:Iteration 32Q (112820.940000 sec): 3 clusters
  Score: Raw -432081.369683 + Penalty 2714.273494 = -429367.096189
  nChanged 16
		SP:Iteration 33Q (112821.020000 sec): 3 clusters
  Score: Raw -432086.506384 + Penalty 2714.273494 = -429372.232890
  nChanged 18
		SP:Iteration 34Q (112821.110000 sec): 3 clusters
  Score: Raw -432091.891834 + Penalty 2714.273494 = -429377.618341
  nChanged 25
		SP:Iteration 35Q (112821.200000 sec): 3 clusters
  Score: Raw -432099.315064 + Penalty 2714.273494 = -429385.041570
  nChanged 27
		SP:Iteration 36Q (112821.290000 sec): 3 clusters
  Score: Raw -432106.873087 + Penalty 2714.273494 = -429392.599593
  nChanged 24
		SP:Iteration 37Q (112821.380000 sec): 3 clusters
  Score: Raw -432115.449654 + Penalty 2714.273494 = -429401.176160
  nChanged 36
		SP:Iteration 38Q (112821.470000 sec): 3 clusters
  Score: Raw -432127.017842 + Penalty 2714.273494 = -429412.744348
  nChanged 36
		SP:Iteration 39Q (112821.560000 sec): 3 clusters
  Score: Raw -432137.957734 + Penalty 2714.273494 = -429423.684240
  nChanged 27
		SP:Iteration 40F (112821.650000 sec): 3 clusters
  Score: Raw -432144.397073 + Penalty 2714.273494 = -429430.123579
  nChanged 28
		SP:Iteration 41Q (112821.740000 sec): 3 clusters
  Score: Raw -432154.197278 + Penalty 2714.273494 = -429439.923784
  nChanged 32
		SP:Iteration 42Q (112821.820000 sec): 3 clusters
  Score: Raw -432163.634482 + Penalty 2714.273494 = -429449.360988
  nChanged 30
		SP:Iteration 43Q (112821.910000 sec): 3 clusters
  Score: Raw -432171.435869 + Penalty 2714.273494 = -429457.162375
  nChanged 29
		SP:Iteration 44Q (112822.000000 sec): 3 clusters
  Score: Raw -432180.944202 + Penalty 2714.273494 = -429466.670708
  nChanged 36
		SP:Iteration 45Q (112822.090000 sec): 3 clusters
  Score: Raw -432194.418116 + Penalty 2714.273494 = -429480.144622
  nChanged 52
		SP:Iteration 46Q (112822.180000 sec): 3 clusters
  Score: Raw -432211.619926 + Penalty 2714.273494 = -429497.346432
  nChanged 53
		SP:Iteration 47Q (112822.270000 sec): 3 clusters
  Score: Raw -432235.282101 + Penalty 2714.273494 = -429521.008607
  nChanged 60
		SP:Iteration 48Q (112822.360000 sec): 3 clusters
  Score: Raw -432261.253536 + Penalty 2714.273494 = -429546.980042
  nChanged 60
		SP:Iteration 49Q (112822.440000 sec): 3 clusters
  Score: Raw -432293.663753 + Penalty 2714.273494 = -429579.390259
  nChanged 73
		SP:Iteration 50Q (112822.530000 sec): 3 clusters
  Score: Raw -432329.997986 + Penalty 2714.273494 = -429615.724492
  nChanged 73
		SP:Iteration 51Q (112822.620000 sec): 3 clusters
  Score: Raw -432367.573560 + Penalty 2714.273494 = -429653.300066
  nChanged 75
		SP:Iteration 52Q (112822.710000 sec): 3 clusters
  Score: Raw -432408.550417 + Penalty 2714.273494 = -429694.276923
  nChanged 75
		SP:Iteration 53Q (112822.800000 sec): 3 clusters
  Score: Raw -432453.009887 + Penalty 2714.273494 = -429738.736393
  nChanged 75
		SP:Iteration 54Q (112822.890000 sec): 3 clusters
  Score: Raw -432495.385902 + Penalty 2714.273494 = -429781.112408
  nChanged 69
		SP:Iteration 55Q (112822.980000 sec): 3 clusters
  Score: Raw -432534.912924 + Penalty 2714.273494 = -429820.639430
  nChanged 60
		SP:Iteration 56Q (112823.060000 sec): 3 clusters
  Score: Raw -432568.660769 + Penalty 2714.273494 = -429854.387275
  nChanged 56
		SP:Iteration 57Q (112823.150000 sec): 3 clusters
  Score: Raw -432599.886679 + Penalty 2714.273494 = -429885.613185
  nChanged 54
		SP:Iteration 58Q (112823.240000 sec): 3 clusters
  Score: Raw -432633.289466 + Penalty 2714.273494 = -429919.015972
  nChanged 58
		SP:Iteration 59Q (112823.330000 sec): 3 clusters
  Score: Raw -432666.858758 + Penalty 2714.273494 = -429952.585264
  nChanged 52
		SP:Iteration 60F (112823.420000 sec): 3 clusters
  Score: Raw -432700.079182 + Penalty 2714.273494 = -429985.805688
  nChanged 42
		SP:Iteration 61Q (112823.500000 sec): 3 clusters
  Score: Raw -432732.136953 + Penalty 2714.273494 = -430017.863460
  nChanged 47
		SP:Iteration 62Q (112823.580000 sec): 3 clusters
  Score: Raw -432768.306876 + Penalty 2714.273494 = -430054.033382
  nChanged 49
		SP:Iteration 63Q (112823.660000 sec): 3 clusters
  Score: Raw -432801.214383 + Penalty 2714.273494 = -430086.940890
  nChanged 40
		SP:Iteration 64Q (112823.740000 sec): 3 clusters
  Score: Raw -432834.434079 + Penalty 2714.273494 = -430120.160585
  nChanged 34
		SP:Iteration 65Q (112823.960000 sec): 3 clusters
  Score: Raw -432859.529406 + Penalty 2714.273494 = -430145.255912
  nChanged 28
		SP:Iteration 66Q (112824.120000 sec): 3 clusters
  Score: Raw -432876.281711 + Penalty 2714.273494 = -430162.008217
  nChanged 22
		SP:Iteration 67Q (112824.290000 sec): 3 clusters
  Score: Raw -432890.928747 + Penalty 2714.273494 = -430176.655253
  nChanged 14
		SP:Iteration 68Q (112824.470000 sec): 3 clusters
  Score: Raw -432901.773540 + Penalty 2714.273494 = -430187.500046
  nChanged 11
		SP:Iteration 69Q (112824.640000 sec): 3 clusters
  Score: Raw -432908.917187 + Penalty 2714.273494 = -430194.643693
  nChanged 8
		SP:Iteration 70Q (112824.820000 sec): 3 clusters
  Score: Raw -432915.686441 + Penalty 2714.273494 = -430201.412947
  nChanged 10
		SP:Iteration 71Q (112825.000000 sec): 3 clusters
  Score: Raw -432923.802747 + Penalty 2714.273494 = -430209.529253
  nChanged 5
		SP:Iteration 72Q (112825.170000 sec): 3 clusters
  Score: Raw -432926.191435 + Penalty 2714.273494 = -430211.917941
  nChanged 3
		SP:Iteration 73Q (112825.340000 sec): 3 clusters
  Score: Raw -432928.609127 + Penalty 2714.273494 = -430214.335633
  nChanged 4
		SP:Iteration 74Q (112825.520000 sec): 3 clusters
  Score: Raw -432931.366620 + Penalty 2714.273494 = -430217.093126
  nChanged 8
		SP:Iteration 75Q (112825.700000 sec): 3 clusters
  Score: Raw -432937.111901 + Penalty 2714.273494 = -430222.838407
  nChanged 5
		SP:Iteration 76Q (112825.870000 sec): 3 clusters
  Score: Raw -432939.313989 + Penalty 2714.273494 = -430225.040495
  nChanged 2
		SP:Iteration 77Q (112826.050000 sec): 3 clusters
  Score: Raw -432940.739530 + Penalty 2714.273494 = -430226.466036
  nChanged 2
		SP:Iteration 78Q (112826.220000 sec): 3 clusters
  Score: Raw -432942.109662 + Penalty 2714.273494 = -430227.836168
  nChanged 2
		SP:Iteration 79Q (112826.400000 sec): 3 clusters
  Score: Raw -432943.404893 + Penalty 2714.273494 = -430229.131399
  nChanged 0
		SP:Iteration 80F (112826.580000 sec): 3 clusters
  Score: Raw -432943.404893 + Penalty 2714.273494 = -430229.131399
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (6386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112826.680000 sec): 2 clusters
  Score: Raw -547784.677763 + Penalty 1423.802798 = -546360.874965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112826.890000 sec): 3 clusters
  Score: Raw -544384.906251 + Penalty 2847.605596 = -541537.300655
  nChanged 2672
		SP:Iteration 1F (112827.100000 sec): 3 clusters
  Score: Raw -546191.121626 + Penalty 2847.605596 = -543343.516030
  nChanged 622
		SP:Iteration 2F (112827.290000 sec): 3 clusters
  Score: Raw -546719.138571 + Penalty 2847.605596 = -543871.532975
  nChanged 474
		SP:Iteration 3F (112827.400000 sec): 3 clusters
  Score: Raw -547118.110990 + Penalty 2847.605596 = -544270.505394
  nChanged 404
		SP:Iteration 4F (112827.580000 sec): 3 clusters
  Score: Raw -547427.055041 + Penalty 2847.605596 = -544579.449445
  nChanged 309
		SP:Iteration 5Q (112827.750000 sec): 3 clusters
  Score: Raw -547636.644962 + Penalty 2847.605596 = -544789.039365
  nChanged 244
		SP:Iteration 6Q (112827.860000 sec): 3 clusters
  Score: Raw -547776.801719 + Penalty 2847.605596 = -544929.196122
  nChanged 217
		SP:Iteration 7Q (112827.960000 sec): 3 clusters
  Score: Raw -547875.379336 + Penalty 2847.605596 = -545027.773740
  nChanged 158
		SP:Iteration 8Q (112828.080000 sec): 3 clusters
  Score: Raw -547953.384829 + Penalty 2847.605596 = -545105.779232
  nChanged 151
		SP:Iteration 9Q (112828.240000 sec): 3 clusters
  Score: Raw -548022.706806 + Penalty 2847.605596 = -545175.101209
  nChanged 137
		SP:Iteration 10Q (112828.350000 sec): 3 clusters
  Score: Raw -548085.121585 + Penalty 2847.605596 = -545237.515989
  nChanged 133
		SP:Iteration 11Q (112828.550000 sec): 3 clusters
  Score: Raw -548173.564282 + Penalty 2847.605596 = -545325.958686
  nChanged 135
		SP:Iteration 12Q (112828.760000 sec): 3 clusters
  Score: Raw -548271.243138 + Penalty 2847.605596 = -545423.637542
  nChanged 161
		SP:Iteration 13Q (112828.960000 sec): 3 clusters
  Score: Raw -548368.431227 + Penalty 2847.605596 = -545520.825630
  nChanged 144
		SP:Iteration 14Q (112829.170000 sec): 3 clusters
  Score: Raw -548434.423842 + Penalty 2847.605596 = -545586.818246
  nChanged 110
		SP:Iteration 15Q (112829.280000 sec): 3 clusters
  Score: Raw -548480.457666 + Penalty 2847.605596 = -545632.852070
  nChanged 90
		SP:Iteration 16Q (112829.460000 sec): 3 clusters
  Score: Raw -548514.474277 + Penalty 2847.605596 = -545666.868681
  nChanged 75
		SP:Iteration 17Q (112829.670000 sec): 3 clusters
  Score: Raw -548538.960268 + Penalty 2847.605596 = -545691.354672
  nChanged 54
		SP:Iteration 18Q (112829.880000 sec): 3 clusters
  Score: Raw -548553.688471 + Penalty 2847.605596 = -545706.082874
  nChanged 50
		SP:Iteration 19Q (112830.080000 sec): 3 clusters
  Score: Raw -548563.966108 + Penalty 2847.605596 = -545716.360511
  nChanged 29
		SP:Iteration 20F (112830.290000 sec): 3 clusters
  Score: Raw -548571.852016 + Penalty 2847.605596 = -545724.246420
  nChanged 19
		SP:Iteration 21Q (112830.500000 sec): 3 clusters
  Score: Raw -548576.123487 + Penalty 2847.605596 = -545728.517890
  nChanged 17
		SP:Iteration 22Q (112830.710000 sec): 3 clusters
  Score: Raw -548580.224499 + Penalty 2847.605596 = -545732.618903
  nChanged 15
		SP:Iteration 23Q (112830.900000 sec): 3 clusters
  Score: Raw -548582.851035 + Penalty 2847.605596 = -545735.245439
  nChanged 13
		SP:Iteration 24Q (112831.010000 sec): 3 clusters
  Score: Raw -548585.543320 + Penalty 2847.605596 = -545737.937723
  nChanged 12
		SP:Iteration 25Q (112831.210000 sec): 3 clusters
  Score: Raw -548588.464636 + Penalty 2847.605596 = -545740.859039
  nChanged 11
		SP:Iteration 26Q (112831.420000 sec): 3 clusters
  Score: Raw -548591.508959 + Penalty 2847.605596 = -545743.903363
  nChanged 9
		SP:Iteration 27Q (112831.620000 sec): 3 clusters
  Score: Raw -548592.445317 + Penalty 2847.605596 = -545744.839721
  nChanged 9
		SP:Iteration 28Q (112831.830000 sec): 3 clusters
  Score: Raw -548593.895562 + Penalty 2847.605596 = -545746.289966
  nChanged 10
		SP:Iteration 29Q (112832.040000 sec): 3 clusters
  Score: Raw -548595.495809 + Penalty 2847.605596 = -545747.890212
  nChanged 7
		SP:Iteration 30Q (112832.250000 sec): 3 clusters
  Score: Raw -548597.158904 + Penalty 2847.605596 = -545749.553307
  nChanged 12
		SP:Iteration 31Q (112832.460000 sec): 3 clusters
  Score: Raw -548599.437173 + Penalty 2847.605596 = -545751.831577
  nChanged 7
		SP:Iteration 32Q (112832.660000 sec): 3 clusters
  Score: Raw -548601.002379 + Penalty 2847.605596 = -545753.396783
  nChanged 8
		SP:Iteration 33Q (112832.870000 sec): 3 clusters
  Score: Raw -548602.914672 + Penalty 2847.605596 = -545755.309076
  nChanged 8
		SP:Iteration 34Q (112833.080000 sec): 3 clusters
  Score: Raw -548605.158977 + Penalty 2847.605596 = -545757.553380
  nChanged 11
		SP:Iteration 35Q (112833.290000 sec): 3 clusters
  Score: Raw -548607.709151 + Penalty 2847.605596 = -545760.103555
  nChanged 14
		SP:Iteration 36Q (112833.500000 sec): 3 clusters
  Score: Raw -548612.618051 + Penalty 2847.605596 = -545765.012454
  nChanged 18
		SP:Iteration 37Q (112833.700000 sec): 3 clusters
  Score: Raw -548616.603826 + Penalty 2847.605596 = -545768.998229
  nChanged 17
		SP:Iteration 38Q (112833.910000 sec): 3 clusters
  Score: Raw -548621.547909 + Penalty 2847.605596 = -545773.942312
  nChanged 17
		SP:Iteration 39Q (112834.120000 sec): 3 clusters
  Score: Raw -548625.145905 + Penalty 2847.605596 = -545777.540309
  nChanged 9
		SP:Iteration 40F (112834.330000 sec): 3 clusters
  Score: Raw -548626.344150 + Penalty 2847.605596 = -545778.738554
  nChanged 5
		SP:Iteration 41Q (112834.540000 sec): 3 clusters
  Score: Raw -548627.143828 + Penalty 2847.605596 = -545779.538232
  nChanged 3
		SP:Iteration 42Q (112834.740000 sec): 3 clusters
  Score: Raw -548628.004089 + Penalty 2847.605596 = -545780.398493
  nChanged 2
		SP:Iteration 43Q (112834.950000 sec): 3 clusters
  Score: Raw -548628.181016 + Penalty 2847.605596 = -545780.575420
  nChanged 1
		SP:Iteration 44Q (112835.160000 sec): 3 clusters
  Score: Raw -548628.299252 + Penalty 2847.605596 = -545780.693656
  nChanged 3
		SP:Iteration 45Q (112835.370000 sec): 3 clusters
  Score: Raw -548628.602690 + Penalty 2847.605596 = -545780.997094
  nChanged 3
		SP:Iteration 46Q (112835.580000 sec): 3 clusters
  Score: Raw -548629.351351 + Penalty 2847.605596 = -545781.745755
  nChanged 6
		SP:Iteration 47Q (112835.780000 sec): 3 clusters
  Score: Raw -548630.310481 + Penalty 2847.605596 = -545782.704884
  nChanged 5
		SP:Iteration 48Q (112835.990000 sec): 3 clusters
  Score: Raw -548630.847909 + Penalty 2847.605596 = -545783.242312
  nChanged 3
		SP:Iteration 49Q (112836.200000 sec): 3 clusters
  Score: Raw -548631.193763 + Penalty 2847.605596 = -545783.588167
  nChanged 1
		SP:Iteration 50Q (112836.400000 sec): 3 clusters
  Score: Raw -548631.326439 + Penalty 2847.605596 = -545783.720842
  nChanged 0
		SP:Iteration 51F (112836.660000 sec): 3 clusters
  Score: Raw -548631.326439 + Penalty 2847.605596 = -545783.720842
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (3278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112836.740000 sec): 2 clusters
  Score: Raw -247246.842669 + Penalty 1315.435673 = -245931.406996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112836.920000 sec): 3 clusters
  Score: Raw -245768.859041 + Penalty 2630.871347 = -243137.987694
  nChanged 1302
		SP:Iteration 1F (112837.090000 sec): 3 clusters
  Score: Raw -247473.923003 + Penalty 2630.871347 = -244843.051657
  nChanged 455
		SP:Iteration 2F (112837.270000 sec): 3 clusters
  Score: Raw -248331.689932 + Penalty 2630.871347 = -245700.818585
  nChanged 280
		SP:Iteration 3F (112837.440000 sec): 3 clusters
  Score: Raw -248720.380113 + Penalty 2630.871347 = -246089.508766
  nChanged 149
		SP:Iteration 4Q (112837.620000 sec): 3 clusters
  Score: Raw -248894.612940 + Penalty 2630.871347 = -246263.741593
  nChanged 102
		SP:Iteration 5Q (112837.800000 sec): 3 clusters
  Score: Raw -249000.380882 + Penalty 2630.871347 = -246369.509535
  nChanged 64
		SP:Iteration 6Q (112837.970000 sec): 3 clusters
  Score: Raw -249069.110582 + Penalty 2630.871347 = -246438.239235
  nChanged 53
		SP:Iteration 7Q (112838.140000 sec): 3 clusters
  Score: Raw -249116.634240 + Penalty 2630.871347 = -246485.762894
  nChanged 41
		SP:Iteration 8Q (112838.320000 sec): 3 clusters
  Score: Raw -249166.333421 + Penalty 2630.871347 = -246535.462074
  nChanged 43
		SP:Iteration 9Q (112838.500000 sec): 3 clusters
  Score: Raw -249243.541845 + Penalty 2630.871347 = -246612.670499
  nChanged 47
		SP:Iteration 10Q (112838.670000 sec): 3 clusters
  Score: Raw -249320.134839 + Penalty 2630.871347 = -246689.263492
  nChanged 41
		SP:Iteration 11Q (112838.850000 sec): 3 clusters
  Score: Raw -249378.299079 + Penalty 2630.871347 = -246747.427733
  nChanged 34
		SP:Iteration 12Q (112839.030000 sec): 3 clusters
  Score: Raw -249417.832885 + Penalty 2630.871347 = -246786.961538
  nChanged 30
		SP:Iteration 13Q (112839.200000 sec): 3 clusters
  Score: Raw -249448.732626 + Penalty 2630.871347 = -246817.861279
  nChanged 20
		SP:Iteration 14Q (112839.380000 sec): 3 clusters
  Score: Raw -249462.419153 + Penalty 2630.871347 = -246831.547806
  nChanged 19
		SP:Iteration 15Q (112839.550000 sec): 3 clusters
  Score: Raw -249480.028637 + Penalty 2630.871347 = -246849.157290
  nChanged 15
		SP:Iteration 16Q (112839.730000 sec): 3 clusters
  Score: Raw -249493.061625 + Penalty 2630.871347 = -246862.190278
  nChanged 10
		SP:Iteration 17Q (112839.910000 sec): 3 clusters
  Score: Raw -249499.517717 + Penalty 2630.871347 = -246868.646370
  nChanged 11
		SP:Iteration 18Q (112840.080000 sec): 3 clusters
  Score: Raw -249506.296971 + Penalty 2630.871347 = -246875.425625
  nChanged 6
		SP:Iteration 19Q (112840.250000 sec): 3 clusters
  Score: Raw -249508.672543 + Penalty 2630.871347 = -246877.801196
  nChanged 4
		SP:Iteration 20F (112840.430000 sec): 3 clusters
  Score: Raw -249511.107671 + Penalty 2630.871347 = -246880.236324
  nChanged 3
		SP:Iteration 21Q (112840.600000 sec): 3 clusters
  Score: Raw -249512.254473 + Penalty 2630.871347 = -246881.383126
  nChanged 3
		SP:Iteration 22Q (112840.780000 sec): 3 clusters
  Score: Raw -249512.995213 + Penalty 2630.871347 = -246882.123866
  nChanged 1
		SP:Iteration 23Q (112840.920000 sec): 3 clusters
  Score: Raw -249513.520831 + Penalty 2630.871347 = -246882.649485
  nChanged 2
		SP:Iteration 24Q (112840.990000 sec): 3 clusters
  Score: Raw -249515.080117 + Penalty 2630.871347 = -246884.208770
  nChanged 0
		SP:Iteration 25F (112841.050000 sec): 3 clusters
  Score: Raw -249515.080117 + Penalty 2630.871347 = -246884.208770
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (3765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112841.120000 sec): 2 clusters
  Score: Raw -295270.457835 + Penalty 1337.944260 = -293932.513574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112841.200000 sec): 3 clusters
  Score: Raw -293464.364143 + Penalty 2675.888521 = -290788.475623
  nChanged 1470
		SP:Iteration 1F (112841.270000 sec): 3 clusters
  Score: Raw -294705.022925 + Penalty 2675.888521 = -292029.134405
  nChanged 398
		SP:Iteration 2F (112841.340000 sec): 3 clusters
  Score: Raw -295165.230722 + Penalty 2675.888521 = -292489.342201
  nChanged 314
		SP:Iteration 3F (112841.410000 sec): 3 clusters
  Score: Raw -295514.150050 + Penalty 2675.888521 = -292838.261530
  nChanged 257
		SP:Iteration 4F (112841.480000 sec): 3 clusters
  Score: Raw -295875.033768 + Penalty 2675.888521 = -293199.145248
  nChanged 204
		SP:Iteration 5F (112841.550000 sec): 3 clusters
  Score: Raw -296191.465556 + Penalty 2675.888521 = -293515.577035
  nChanged 178
		SP:Iteration 6Q (112841.630000 sec): 3 clusters
  Score: Raw -296473.914181 + Penalty 2675.888521 = -293798.025660
  nChanged 160
		SP:Iteration 7Q (112841.700000 sec): 3 clusters
  Score: Raw -296651.874464 + Penalty 2675.888521 = -293975.985943
  nChanged 105
		SP:Iteration 8Q (112841.770000 sec): 3 clusters
  Score: Raw -296731.227410 + Penalty 2675.888521 = -294055.338889
  nChanged 70
		SP:Iteration 9Q (112841.930000 sec): 3 clusters
  Score: Raw -296779.176469 + Penalty 2675.888521 = -294103.287949
  nChanged 49
		SP:Iteration 10Q (112842.110000 sec): 3 clusters
  Score: Raw -296804.872582 + Penalty 2675.888521 = -294128.984061
  nChanged 34
		SP:Iteration 11Q (112842.290000 sec): 3 clusters
  Score: Raw -296821.288545 + Penalty 2675.888521 = -294145.400024
  nChanged 27
		SP:Iteration 12Q (112842.460000 sec): 3 clusters
  Score: Raw -296836.592218 + Penalty 2675.888521 = -294160.703697
  nChanged 27
		SP:Iteration 13Q (112842.640000 sec): 3 clusters
  Score: Raw -296848.739010 + Penalty 2675.888521 = -294172.850489
  nChanged 18
		SP:Iteration 14Q (112842.810000 sec): 3 clusters
  Score: Raw -296857.083214 + Penalty 2675.888521 = -294181.194694
  nChanged 15
		SP:Iteration 15Q (112842.990000 sec): 3 clusters
  Score: Raw -296862.264618 + Penalty 2675.888521 = -294186.376098
  nChanged 12
		SP:Iteration 16Q (112843.170000 sec): 3 clusters
  Score: Raw -296866.588403 + Penalty 2675.888521 = -294190.699882
  nChanged 9
		SP:Iteration 17Q (112843.340000 sec): 3 clusters
  Score: Raw -296869.610965 + Penalty 2675.888521 = -294193.722445
  nChanged 7
		SP:Iteration 18Q (112843.520000 sec): 3 clusters
  Score: Raw -296873.400759 + Penalty 2675.888521 = -294197.512239
  nChanged 11
		SP:Iteration 19Q (112843.690000 sec): 3 clusters
  Score: Raw -296877.053363 + Penalty 2675.888521 = -294201.164842
  nChanged 10
		SP:Iteration 20F (112843.870000 sec): 3 clusters
  Score: Raw -296882.335078 + Penalty 2675.888521 = -294206.446557
  nChanged 7
		SP:Iteration 21Q (112844.050000 sec): 3 clusters
  Score: Raw -296886.912035 + Penalty 2675.888521 = -294211.023515
  nChanged 11
		SP:Iteration 22Q (112844.220000 sec): 3 clusters
  Score: Raw -296892.194768 + Penalty 2675.888521 = -294216.306247
  nChanged 11
		SP:Iteration 23Q (112844.400000 sec): 3 clusters
  Score: Raw -296896.027698 + Penalty 2675.888521 = -294220.139178
  nChanged 9
		SP:Iteration 24Q (112844.570000 sec): 3 clusters
  Score: Raw -296898.336786 + Penalty 2675.888521 = -294222.448266
  nChanged 8
		SP:Iteration 25Q (112844.750000 sec): 3 clusters
  Score: Raw -296901.318940 + Penalty 2675.888521 = -294225.430419
  nChanged 12
		SP:Iteration 26Q (112844.930000 sec): 3 clusters
  Score: Raw -296904.364365 + Penalty 2675.888521 = -294228.475845
  nChanged 10
		SP:Iteration 27Q (112845.100000 sec): 3 clusters
  Score: Raw -296907.350770 + Penalty 2675.888521 = -294231.462250
  nChanged 10
		SP:Iteration 28Q (112845.280000 sec): 3 clusters
  Score: Raw -296912.561390 + Penalty 2675.888521 = -294236.672870
  nChanged 13
		SP:Iteration 29Q (112845.450000 sec): 3 clusters
  Score: Raw -296918.365677 + Penalty 2675.888521 = -294242.477157
  nChanged 10
		SP:Iteration 30Q (112845.630000 sec): 3 clusters
  Score: Raw -296920.115443 + Penalty 2675.888521 = -294244.226922
  nChanged 3
		SP:Iteration 31Q (112845.810000 sec): 3 clusters
  Score: Raw -296920.762647 + Penalty 2675.888521 = -294244.874126
  nChanged 3
		SP:Iteration 32Q (112845.980000 sec): 3 clusters
  Score: Raw -296921.564034 + Penalty 2675.888521 = -294245.675514
  nChanged 0
		SP:Iteration 33F (112846.160000 sec): 3 clusters
  Score: Raw -296921.564034 + Penalty 2675.888521 = -294245.675514
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112846.280000 sec): 2 clusters
  Score: Raw -233892.968140 + Penalty 1345.533188 = -232547.434952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112846.450000 sec): 3 clusters
  Score: Raw -231990.312352 + Penalty 2691.066376 = -229299.245977
  nChanged 1583
		SP:Iteration 1F (112846.630000 sec): 3 clusters
  Score: Raw -233300.212790 + Penalty 2691.066376 = -230609.146414
  nChanged 429
		SP:Iteration 2F (112846.810000 sec): 3 clusters
  Score: Raw -233796.608233 + Penalty 2691.066376 = -231105.541857
  nChanged 317
		SP:Iteration 3F (112847.030000 sec): 3 clusters
  Score: Raw -234225.645701 + Penalty 2691.066376 = -231534.579326
  nChanged 256
		SP:Iteration 4F (112847.170000 sec): 3 clusters
  Score: Raw -234501.810271 + Penalty 2691.066376 = -231810.743895
  nChanged 184
		SP:Iteration 5Q (112847.350000 sec): 3 clusters
  Score: Raw -234645.701343 + Penalty 2691.066376 = -231954.634967
  nChanged 132
		SP:Iteration 6Q (112847.530000 sec): 3 clusters
  Score: Raw -234737.882491 + Penalty 2691.066376 = -232046.816115
  nChanged 89
		SP:Iteration 7Q (112847.700000 sec): 3 clusters
  Score: Raw -234800.788367 + Penalty 2691.066376 = -232109.721991
  nChanged 67
		SP:Iteration 8Q (112847.880000 sec): 3 clusters
  Score: Raw -234840.165486 + Penalty 2691.066376 = -232149.099110
  nChanged 61
		SP:Iteration 9Q (112848.050000 sec): 3 clusters
  Score: Raw -234871.164037 + Penalty 2691.066376 = -232180.097661
  nChanged 41
		SP:Iteration 10Q (112848.270000 sec): 3 clusters
  Score: Raw -234889.246297 + Penalty 2691.066376 = -232198.179921
  nChanged 25
		SP:Iteration 11Q (112848.420000 sec): 3 clusters
  Score: Raw -234900.718030 + Penalty 2691.066376 = -232209.651654
  nChanged 23
		SP:Iteration 12Q (112848.600000 sec): 3 clusters
  Score: Raw -234911.631872 + Penalty 2691.066376 = -232220.565496
  nChanged 16
		SP:Iteration 13Q (112848.770000 sec): 3 clusters
  Score: Raw -234918.694217 + Penalty 2691.066376 = -232227.627841
  nChanged 17
		SP:Iteration 14Q (112848.950000 sec): 3 clusters
  Score: Raw -234924.022486 + Penalty 2691.066376 = -232232.956110
  nChanged 19
		SP:Iteration 15Q (112849.120000 sec): 3 clusters
  Score: Raw -234930.503736 + Penalty 2691.066376 = -232239.437360
  nChanged 22
		SP:Iteration 16Q (112849.300000 sec): 3 clusters
  Score: Raw -234935.890490 + Penalty 2691.066376 = -232244.824114
  nChanged 12
		SP:Iteration 17Q (112849.470000 sec): 3 clusters
  Score: Raw -234938.870739 + Penalty 2691.066376 = -232247.804363
  nChanged 11
		SP:Iteration 18Q (112849.650000 sec): 3 clusters
  Score: Raw -234941.323557 + Penalty 2691.066376 = -232250.257181
  nChanged 6
		SP:Iteration 19Q (112849.830000 sec): 3 clusters
  Score: Raw -234943.130831 + Penalty 2691.066376 = -232252.064456
  nChanged 3
		SP:Iteration 20F (112850.000000 sec): 3 clusters
  Score: Raw -234953.560984 + Penalty 2691.066376 = -232262.494608
  nChanged 6
		SP:Iteration 21Q (112850.180000 sec): 3 clusters
  Score: Raw -234961.984028 + Penalty 2691.066376 = -232270.917652
  nChanged 13
		SP:Iteration 22Q (112850.360000 sec): 3 clusters
  Score: Raw -234968.862435 + Penalty 2691.066376 = -232277.796059
  nChanged 24
		SP:Iteration 23Q (112850.440000 sec): 3 clusters
  Score: Raw -234976.417256 + Penalty 2691.066376 = -232285.350881
  nChanged 16
		SP:Iteration 24Q (112850.510000 sec): 3 clusters
  Score: Raw -234982.393650 + Penalty 2691.066376 = -232291.327274
  nChanged 14
		SP:Iteration 25Q (112850.590000 sec): 3 clusters
  Score: Raw -234988.782559 + Penalty 2691.066376 = -232297.716184
  nChanged 10
		SP:Iteration 26Q (112850.660000 sec): 3 clusters
  Score: Raw -234992.622541 + Penalty 2691.066376 = -232301.556165
  nChanged 10
		SP:Iteration 27Q (112850.730000 sec): 3 clusters
  Score: Raw -234998.072492 + Penalty 2691.066376 = -232307.006116
  nChanged 9
		SP:Iteration 28Q (112850.810000 sec): 3 clusters
  Score: Raw -235000.401160 + Penalty 2691.066376 = -232309.334784
  nChanged 10
		SP:Iteration 29Q (112850.880000 sec): 3 clusters
  Score: Raw -235003.597940 + Penalty 2691.066376 = -232312.531564
  nChanged 13
		SP:Iteration 30Q (112850.950000 sec): 3 clusters
  Score: Raw -235010.137792 + Penalty 2691.066376 = -232319.071416
  nChanged 14
		SP:Iteration 31Q (112851.030000 sec): 3 clusters
  Score: Raw -235016.774761 + Penalty 2691.066376 = -232325.708385
  nChanged 17
		SP:Iteration 32Q (112851.100000 sec): 3 clusters
  Score: Raw -235021.351508 + Penalty 2691.066376 = -232330.285132
  nChanged 14
		SP:Iteration 33Q (112851.170000 sec): 3 clusters
  Score: Raw -235026.462060 + Penalty 2691.066376 = -232335.395684
  nChanged 16
		SP:Iteration 34Q (112851.250000 sec): 3 clusters
  Score: Raw -235032.409831 + Penalty 2691.066376 = -232341.343455
  nChanged 17
		SP:Iteration 35Q (112851.320000 sec): 3 clusters
  Score: Raw -235036.190686 + Penalty 2691.066376 = -232345.124310
  nChanged 13
		SP:Iteration 36Q (112851.390000 sec): 3 clusters
  Score: Raw -235040.616066 + Penalty 2691.066376 = -232349.549690
  nChanged 13
		SP:Iteration 37Q (112851.460000 sec): 3 clusters
  Score: Raw -235046.231756 + Penalty 2691.066376 = -232355.165380
  nChanged 12
		SP:Iteration 38Q (112851.530000 sec): 3 clusters
  Score: Raw -235048.775157 + Penalty 2691.066376 = -232357.708781
  nChanged 6
		SP:Iteration 39Q (112851.600000 sec): 3 clusters
  Score: Raw -235051.274073 + Penalty 2691.066376 = -232360.207697
  nChanged 8
		SP:Iteration 40F (112851.670000 sec): 3 clusters
  Score: Raw -235055.353545 + Penalty 2691.066376 = -232364.287169
  nChanged 10
		SP:Iteration 41Q (112851.740000 sec): 3 clusters
  Score: Raw -235058.871933 + Penalty 2691.066376 = -232367.805557
  nChanged 11
		SP:Iteration 42Q (112851.810000 sec): 3 clusters
  Score: Raw -235064.295608 + Penalty 2691.066376 = -232373.229232
  nChanged 11
		SP:Iteration 43Q (112851.890000 sec): 3 clusters
  Score: Raw -235068.805287 + Penalty 2691.066376 = -232377.738911
  nChanged 10
		SP:Iteration 44Q (112851.960000 sec): 3 clusters
  Score: Raw -235072.071053 + Penalty 2691.066376 = -232381.004677
  nChanged 7
		SP:Iteration 45Q (112852.030000 sec): 3 clusters
  Score: Raw -235073.463356 + Penalty 2691.066376 = -232382.396980
  nChanged 5
		SP:Iteration 46Q (112852.090000 sec): 3 clusters
  Score: Raw -235074.332919 + Penalty 2691.066376 = -232383.266543
  nChanged 3
		SP:Iteration 47Q (112852.170000 sec): 3 clusters
  Score: Raw -235075.515141 + Penalty 2691.066376 = -232384.448765
  nChanged 6
		SP:Iteration 48Q (112852.240000 sec): 3 clusters
  Score: Raw -235077.446863 + Penalty 2691.066376 = -232386.380487
  nChanged 5
		SP:Iteration 49Q (112852.310000 sec): 3 clusters
  Score: Raw -235078.454170 + Penalty 2691.066376 = -232387.387794
  nChanged 3
		SP:Iteration 50Q (112852.380000 sec): 3 clusters
  Score: Raw -235078.851591 + Penalty 2691.066376 = -232387.785215
  nChanged 4
		SP:Iteration 51Q (112852.450000 sec): 3 clusters
  Score: Raw -235079.514515 + Penalty 2691.066376 = -232388.448139
  nChanged 4
		SP:Iteration 52Q (112852.520000 sec): 3 clusters
  Score: Raw -235080.789102 + Penalty 2691.066376 = -232389.722726
  nChanged 6
		SP:Iteration 53Q (112852.590000 sec): 3 clusters
  Score: Raw -235082.262984 + Penalty 2691.066376 = -232391.196608
  nChanged 5
		SP:Iteration 54Q (112852.670000 sec): 3 clusters
  Score: Raw -235083.986017 + Penalty 2691.066376 = -232392.919641
  nChanged 6
		SP:Iteration 55Q (112852.730000 sec): 3 clusters
  Score: Raw -235086.390318 + Penalty 2691.066376 = -232395.323942
  nChanged 3
		SP:Iteration 56Q (112852.810000 sec): 3 clusters
  Score: Raw -235086.930708 + Penalty 2691.066376 = -232395.864332
  nChanged 1
		SP:Iteration 57Q (112852.880000 sec): 3 clusters
  Score: Raw -235087.301683 + Penalty 2691.066376 = -232396.235307
  nChanged 2
		SP:Iteration 58Q (112852.950000 sec): 3 clusters
  Score: Raw -235087.679373 + Penalty 2691.066376 = -232396.612997
  nChanged 2
		SP:Iteration 59Q (112853.020000 sec): 3 clusters
  Score: Raw -235087.997395 + Penalty 2691.066376 = -232396.931019
  nChanged 1
		SP:Iteration 60F (112853.090000 sec): 3 clusters
  Score: Raw -235088.089006 + Penalty 2691.066376 = -232397.022630
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112853.150000 sec): 2 clusters
  Score: Raw -225061.801270 + Penalty 1266.591821 = -223795.209449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112853.210000 sec): 3 clusters
  Score: Raw -224018.588099 + Penalty 2533.183642 = -221485.404457
  nChanged 856
		SP:Iteration 1F (112853.250000 sec): 3 clusters
  Score: Raw -224575.565026 + Penalty 2533.183642 = -222042.381384
  nChanged 198
		SP:Iteration 2F (112853.300000 sec): 3 clusters
  Score: Raw -224729.834159 + Penalty 2533.183642 = -222196.650517
  nChanged 143
		SP:Iteration 3F (112853.340000 sec): 3 clusters
  Score: Raw -224859.031448 + Penalty 2533.183642 = -222325.847806
  nChanged 139
		SP:Iteration 4F (112853.390000 sec): 3 clusters
  Score: Raw -224987.663988 + Penalty 2533.183642 = -222454.480346
  nChanged 115
		SP:Iteration 5Q (112853.430000 sec): 3 clusters
  Score: Raw -225082.985743 + Penalty 2533.183642 = -222549.802101
  nChanged 101
		SP:Iteration 6Q (112853.470000 sec): 3 clusters
  Score: Raw -225166.648090 + Penalty 2533.183642 = -222633.464449
  nChanged 106
		SP:Iteration 7Q (112853.520000 sec): 3 clusters
  Score: Raw -225245.488038 + Penalty 2533.183642 = -222712.304396
  nChanged 87
		SP:Iteration 8Q (112853.560000 sec): 3 clusters
  Score: Raw -225307.367658 + Penalty 2533.183642 = -222774.184016
  nChanged 74
		SP:Iteration 9Q (112853.610000 sec): 3 clusters
  Score: Raw -225361.880215 + Penalty 2533.183642 = -222828.696574
  nChanged 62
		SP:Iteration 10Q (112853.650000 sec): 3 clusters
  Score: Raw -225405.479934 + Penalty 2533.183642 = -222872.296292
  nChanged 45
		SP:Iteration 11Q (112853.690000 sec): 3 clusters
  Score: Raw -225438.852751 + Penalty 2533.183642 = -222905.669109
  nChanged 44
		SP:Iteration 12Q (112853.740000 sec): 3 clusters
  Score: Raw -225479.328667 + Penalty 2533.183642 = -222946.145025
  nChanged 34
		SP:Iteration 13Q (112853.780000 sec): 3 clusters
  Score: Raw -225505.675453 + Penalty 2533.183642 = -222972.491811
  nChanged 35
		SP:Iteration 14Q (112853.830000 sec): 3 clusters
  Score: Raw -225538.036296 + Penalty 2533.183642 = -223004.852654
  nChanged 42
		SP:Iteration 15Q (112853.870000 sec): 3 clusters
  Score: Raw -225585.130208 + Penalty 2533.183642 = -223051.946566
  nChanged 38
		SP:Iteration 16Q (112853.910000 sec): 3 clusters
  Score: Raw -225616.850399 + Penalty 2533.183642 = -223083.666757
  nChanged 30
		SP:Iteration 17Q (112853.950000 sec): 3 clusters
  Score: Raw -225641.396001 + Penalty 2533.183642 = -223108.212359
  nChanged 19
		SP:Iteration 18Q (112854.000000 sec): 3 clusters
  Score: Raw -225651.467094 + Penalty 2533.183642 = -223118.283453
  nChanged 12
		SP:Iteration 19Q (112854.040000 sec): 3 clusters
  Score: Raw -225661.691227 + Penalty 2533.183642 = -223128.507585
  nChanged 14
		SP:Iteration 20F (112854.090000 sec): 3 clusters
  Score: Raw -225679.446906 + Penalty 2533.183642 = -223146.263264
  nChanged 16
		SP:Iteration 21Q (112854.130000 sec): 3 clusters
  Score: Raw -225699.483019 + Penalty 2533.183642 = -223166.299377
  nChanged 14
		SP:Iteration 22Q (112854.170000 sec): 3 clusters
  Score: Raw -225712.492988 + Penalty 2533.183642 = -223179.309346
  nChanged 17
		SP:Iteration 23Q (112854.220000 sec): 3 clusters
  Score: Raw -225725.502635 + Penalty 2533.183642 = -223192.318993
  nChanged 14
		SP:Iteration 24Q (112854.260000 sec): 3 clusters
  Score: Raw -225741.075129 + Penalty 2533.183642 = -223207.891488
  nChanged 23
		SP:Iteration 25Q (112854.310000 sec): 3 clusters
  Score: Raw -225765.610675 + Penalty 2533.183642 = -223232.427033
  nChanged 25
		SP:Iteration 26Q (112854.350000 sec): 3 clusters
  Score: Raw -225796.681883 + Penalty 2533.183642 = -223263.498241
  nChanged 35
		SP:Iteration 27Q (112854.390000 sec): 3 clusters
  Score: Raw -225835.932904 + Penalty 2533.183642 = -223302.749262
  nChanged 35
		SP:Iteration 28Q (112854.440000 sec): 3 clusters
  Score: Raw -225866.200814 + Penalty 2533.183642 = -223333.017172
  nChanged 26
		SP:Iteration 29Q (112854.480000 sec): 3 clusters
  Score: Raw -225887.975753 + Penalty 2533.183642 = -223354.792111
  nChanged 21
		SP:Iteration 30Q (112854.520000 sec): 3 clusters
  Score: Raw -225904.205940 + Penalty 2533.183642 = -223371.022299
  nChanged 19
		SP:Iteration 31Q (112854.570000 sec): 3 clusters
  Score: Raw -225916.401646 + Penalty 2533.183642 = -223383.218004
  nChanged 15
		SP:Iteration 32Q (112854.610000 sec): 3 clusters
  Score: Raw -225932.874349 + Penalty 2533.183642 = -223399.690707
  nChanged 19
		SP:Iteration 33Q (112854.650000 sec): 3 clusters
  Score: Raw -225947.988831 + Penalty 2533.183642 = -223414.805189
  nChanged 10
		SP:Iteration 34Q (112854.700000 sec): 3 clusters
  Score: Raw -225952.293091 + Penalty 2533.183642 = -223419.109449
  nChanged 6
		SP:Iteration 35Q (112854.740000 sec): 3 clusters
  Score: Raw -225956.578191 + Penalty 2533.183642 = -223423.394549
  nChanged 6
		SP:Iteration 36Q (112854.790000 sec): 3 clusters
  Score: Raw -225961.324898 + Penalty 2533.183642 = -223428.141257
  nChanged 10
		SP:Iteration 37Q (112854.830000 sec): 3 clusters
  Score: Raw -225972.737005 + Penalty 2533.183642 = -223439.553363
  nChanged 12
		SP:Iteration 38Q (112854.870000 sec): 3 clusters
  Score: Raw -225985.322035 + Penalty 2533.183642 = -223452.138393
  nChanged 8
		SP:Iteration 39Q (112854.920000 sec): 3 clusters
  Score: Raw -225992.644924 + Penalty 2533.183642 = -223459.461282
  nChanged 9
		SP:Iteration 40F (112854.960000 sec): 3 clusters
  Score: Raw -226002.291862 + Penalty 2533.183642 = -223469.108221
  nChanged 5
		SP:Iteration 41Q (112855.000000 sec): 3 clusters
  Score: Raw -226006.650535 + Penalty 2533.183642 = -223473.466893
  nChanged 9
		SP:Iteration 42Q (112855.050000 sec): 3 clusters
  Score: Raw -226011.216129 + Penalty 2533.183642 = -223478.032487
  nChanged 2
		SP:Iteration 43Q (112855.100000 sec): 3 clusters
  Score: Raw -226013.791199 + Penalty 2533.183642 = -223480.607558
  nChanged 8
		SP:Iteration 44Q (112855.140000 sec): 3 clusters
  Score: Raw -226023.129677 + Penalty 2533.183642 = -223489.946035
  nChanged 5
		SP:Iteration 45Q (112855.180000 sec): 3 clusters
  Score: Raw -226027.000780 + Penalty 2533.183642 = -223493.817138
  nChanged 2
		SP:Iteration 46Q (112855.230000 sec): 3 clusters
  Score: Raw -226029.427327 + Penalty 2533.183642 = -223496.243685
  nChanged 4
		SP:Iteration 47Q (112855.270000 sec): 3 clusters
  Score: Raw -226031.719662 + Penalty 2533.183642 = -223498.536020
  nChanged 2
		SP:Iteration 48Q (112855.420000 sec): 3 clusters
  Score: Raw -226032.185999 + Penalty 2533.183642 = -223499.002357
  nChanged 0
		SP:Iteration 49F (112855.590000 sec): 3 clusters
  Score: Raw -226032.185999 + Penalty 2533.183642 = -223499.002357
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (13569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112855.750000 sec): 2 clusters
  Score: Raw -1173390.987454 + Penalty 1546.275747 = -1171844.711707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112856.010000 sec): 3 clusters
  Score: Raw -1165530.328336 + Penalty 3092.551494 = -1162437.776842
  nChanged 5949
		SP:Iteration 1F (112856.290000 sec): 3 clusters
  Score: Raw -1169342.604008 + Penalty 3092.551494 = -1166250.052514
  nChanged 1140
		SP:Iteration 2F (112856.530000 sec): 3 clusters
  Score: Raw -1170161.209953 + Penalty 3092.551494 = -1167068.658459
  nChanged 1017
		SP:Iteration 3F (112856.760000 sec): 3 clusters
  Score: Raw -1170806.330577 + Penalty 3092.551494 = -1167713.779083
  nChanged 887
		SP:Iteration 4F (112857.070000 sec): 3 clusters
  Score: Raw -1171350.160637 + Penalty 3092.551494 = -1168257.609143
  nChanged 829
		SP:Iteration 5F (112857.300000 sec): 3 clusters
  Score: Raw -1171830.139880 + Penalty 3092.551494 = -1168737.588386
  nChanged 659
		SP:Iteration 6Q (112857.600000 sec): 3 clusters
  Score: Raw -1172149.538792 + Penalty 3092.551494 = -1169056.987298
  nChanged 497
		SP:Iteration 7Q (112857.920000 sec): 3 clusters
  Score: Raw -1172378.445730 + Penalty 3092.551494 = -1169285.894236
  nChanged 403
		SP:Iteration 8Q (112858.240000 sec): 3 clusters
  Score: Raw -1172555.186265 + Penalty 3092.551494 = -1169462.634771
  nChanged 335
		SP:Iteration 9Q (112858.410000 sec): 3 clusters
  Score: Raw -1172692.613267 + Penalty 3092.551494 = -1169600.061773
  nChanged 298
		SP:Iteration 10Q (112858.700000 sec): 3 clusters
  Score: Raw -1172814.916472 + Penalty 3092.551494 = -1169722.364978
  nChanged 284
		SP:Iteration 11Q (112859.020000 sec): 3 clusters
  Score: Raw -1172938.426903 + Penalty 3092.551494 = -1169845.875409
  nChanged 277
		SP:Iteration 12Q (112859.250000 sec): 3 clusters
  Score: Raw -1173061.073820 + Penalty 3092.551494 = -1169968.522326
  nChanged 270
		SP:Iteration 13Q (112859.550000 sec): 3 clusters
  Score: Raw -1173180.735735 + Penalty 3092.551494 = -1170088.184241
  nChanged 257
		SP:Iteration 14Q (112859.840000 sec): 3 clusters
  Score: Raw -1173316.853240 + Penalty 3092.551494 = -1170224.301747
  nChanged 269
		SP:Iteration 15Q (112860.120000 sec): 3 clusters
  Score: Raw -1173454.210360 + Penalty 3092.551494 = -1170361.658866
  nChanged 239
		SP:Iteration 16Q (112860.400000 sec): 3 clusters
  Score: Raw -1173568.279218 + Penalty 3092.551494 = -1170475.727724
  nChanged 218
		SP:Iteration 17Q (112860.730000 sec): 3 clusters
  Score: Raw -1173650.999449 + Penalty 3092.551494 = -1170558.447955
  nChanged 163
		SP:Iteration 18Q (112861.060000 sec): 3 clusters
  Score: Raw -1173718.515210 + Penalty 3092.551494 = -1170625.963716
  nChanged 177
		SP:Iteration 19Q (112861.340000 sec): 3 clusters
  Score: Raw -1173789.263120 + Penalty 3092.551494 = -1170696.711626
  nChanged 153
		SP:Iteration 20F (112861.600000 sec): 3 clusters
  Score: Raw -1173851.278012 + Penalty 3092.551494 = -1170758.726518
  nChanged 144
		SP:Iteration 21Q (112861.920000 sec): 3 clusters
  Score: Raw -1173911.656047 + Penalty 3092.551494 = -1170819.104553
  nChanged 138
		SP:Iteration 22Q (112862.160000 sec): 3 clusters
  Score: Raw -1173966.394040 + Penalty 3092.551494 = -1170873.842546
  nChanged 114
		SP:Iteration 23Q (112862.430000 sec): 3 clusters
  Score: Raw -1174003.674351 + Penalty 3092.551494 = -1170911.122857
  nChanged 111
		SP:Iteration 24Q (112862.730000 sec): 3 clusters
  Score: Raw -1174042.162978 + Penalty 3092.551494 = -1170949.611484
  nChanged 91
		SP:Iteration 25Q (112862.930000 sec): 3 clusters
  Score: Raw -1174072.182118 + Penalty 3092.551494 = -1170979.630624
  nChanged 109
		SP:Iteration 26Q (112863.200000 sec): 3 clusters
  Score: Raw -1174112.474770 + Penalty 3092.551494 = -1171019.923276
  nChanged 101
		SP:Iteration 27Q (112863.490000 sec): 3 clusters
  Score: Raw -1174154.268449 + Penalty 3092.551494 = -1171061.716955
  nChanged 104
		SP:Iteration 28Q (112863.690000 sec): 3 clusters
  Score: Raw -1174203.549661 + Penalty 3092.551494 = -1171110.998167
  nChanged 103
		SP:Iteration 29Q (112863.880000 sec): 3 clusters
  Score: Raw -1174250.566736 + Penalty 3092.551494 = -1171158.015242
  nChanged 81
		SP:Iteration 30Q (112864.150000 sec): 3 clusters
  Score: Raw -1174278.074617 + Penalty 3092.551494 = -1171185.523123
  nChanged 70
		SP:Iteration 31Q (112864.420000 sec): 3 clusters
  Score: Raw -1174298.057860 + Penalty 3092.551494 = -1171205.506366
  nChanged 58
		SP:Iteration 32Q (112864.600000 sec): 3 clusters
  Score: Raw -1174315.099916 + Penalty 3092.551494 = -1171222.548423
  nChanged 61
		SP:Iteration 33Q (112864.840000 sec): 3 clusters
  Score: Raw -1174331.981658 + Penalty 3092.551494 = -1171239.430164
  nChanged 65
		SP:Iteration 34Q (112865.100000 sec): 3 clusters
  Score: Raw -1174352.717196 + Penalty 3092.551494 = -1171260.165702
  nChanged 71
		SP:Iteration 35Q (112865.380000 sec): 3 clusters
  Score: Raw -1174376.981121 + Penalty 3092.551494 = -1171284.429627
  nChanged 79
		SP:Iteration 36Q (112865.630000 sec): 3 clusters
  Score: Raw -1174406.143622 + Penalty 3092.551494 = -1171313.592128
  nChanged 77
		SP:Iteration 37Q (112865.840000 sec): 3 clusters
  Score: Raw -1174435.460721 + Penalty 3092.551494 = -1171342.909227
  nChanged 77
		SP:Iteration 38Q (112866.160000 sec): 3 clusters
  Score: Raw -1174465.807913 + Penalty 3092.551494 = -1171373.256420
  nChanged 86
		SP:Iteration 39Q (112866.400000 sec): 3 clusters
  Score: Raw -1174499.646778 + Penalty 3092.551494 = -1171407.095284
  nChanged 62
		SP:Iteration 40F (112866.630000 sec): 3 clusters
  Score: Raw -1174525.418972 + Penalty 3092.551494 = -1171432.867478
  nChanged 68
		SP:Iteration 41Q (112866.930000 sec): 3 clusters
  Score: Raw -1174549.460821 + Penalty 3092.551494 = -1171456.909327
  nChanged 59
		SP:Iteration 42Q (112867.180000 sec): 3 clusters
  Score: Raw -1174571.163143 + Penalty 3092.551494 = -1171478.611649
  nChanged 59
		SP:Iteration 43Q (112867.460000 sec): 3 clusters
  Score: Raw -1174591.326197 + Penalty 3092.551494 = -1171498.774703
  nChanged 47
		SP:Iteration 44Q (112867.740000 sec): 3 clusters
  Score: Raw -1174603.146203 + Penalty 3092.551494 = -1171510.594710
  nChanged 33
		SP:Iteration 45Q (112868.030000 sec): 3 clusters
  Score: Raw -1174611.736687 + Penalty 3092.551494 = -1171519.185193
  nChanged 34
		SP:Iteration 46Q (112868.310000 sec): 3 clusters
  Score: Raw -1174621.416854 + Penalty 3092.551494 = -1171528.865360
  nChanged 32
		SP:Iteration 47Q (112868.590000 sec): 3 clusters
  Score: Raw -1174629.076921 + Penalty 3092.551494 = -1171536.525428
  nChanged 23
		SP:Iteration 48Q (112868.870000 sec): 3 clusters
  Score: Raw -1174633.848835 + Penalty 3092.551494 = -1171541.297341
  nChanged 19
		SP:Iteration 49Q (112869.160000 sec): 3 clusters
  Score: Raw -1174638.922968 + Penalty 3092.551494 = -1171546.371474
  nChanged 20
		SP:Iteration 50Q (112869.440000 sec): 3 clusters
  Score: Raw -1174643.719871 + Penalty 3092.551494 = -1171551.168377
  nChanged 12
		SP:Iteration 51Q (112869.730000 sec): 3 clusters
  Score: Raw -1174646.010308 + Penalty 3092.551494 = -1171553.458814
  nChanged 12
		SP:Iteration 52Q (112869.970000 sec): 3 clusters
  Score: Raw -1174647.677963 + Penalty 3092.551494 = -1171555.126470
  nChanged 8
		SP:Iteration 53Q (112870.260000 sec): 3 clusters
  Score: Raw -1174649.790325 + Penalty 3092.551494 = -1171557.238831
  nChanged 12
		SP:Iteration 54Q (112870.550000 sec): 3 clusters
  Score: Raw -1174652.088206 + Penalty 3092.551494 = -1171559.536712
  nChanged 9
		SP:Iteration 55Q (112870.830000 sec): 3 clusters
  Score: Raw -1174654.100276 + Penalty 3092.551494 = -1171561.548783
  nChanged 6
		SP:Iteration 56Q (112871.120000 sec): 3 clusters
  Score: Raw -1174655.153377 + Penalty 3092.551494 = -1171562.601883
  nChanged 7
		SP:Iteration 57Q (112871.400000 sec): 3 clusters
  Score: Raw -1174656.820917 + Penalty 3092.551494 = -1171564.269423
  nChanged 6
		SP:Iteration 58Q (112871.690000 sec): 3 clusters
  Score: Raw -1174657.450282 + Penalty 3092.551494 = -1171564.898788
  nChanged 3
		SP:Iteration 59Q (112871.980000 sec): 3 clusters
  Score: Raw -1174657.934395 + Penalty 3092.551494 = -1171565.382901
  nChanged 2
		SP:Iteration 60F (112872.350000 sec): 3 clusters
  Score: Raw -1174658.316071 + Penalty 3092.551494 = -1171565.764577
  nChanged 4
		SP:Iteration 61Q (112872.560000 sec): 3 clusters
  Score: Raw -1174658.910955 + Penalty 3092.551494 = -1171566.359461
  nChanged 5
		SP:Iteration 62Q (112872.840000 sec): 3 clusters
  Score: Raw -1174659.461102 + Penalty 3092.551494 = -1171566.909608
  nChanged 3
		SP:Iteration 63Q (112873.080000 sec): 3 clusters
  Score: Raw -1174659.954145 + Penalty 3092.551494 = -1171567.402651
  nChanged 7
		SP:Iteration 64Q (112873.380000 sec): 3 clusters
  Score: Raw -1174660.943396 + Penalty 3092.551494 = -1171568.391902
  nChanged 10
		SP:Iteration 65Q (112873.620000 sec): 3 clusters
  Score: Raw -1174662.173556 + Penalty 3092.551494 = -1171569.622062
  nChanged 5
		SP:Iteration 66Q (112873.880000 sec): 3 clusters
  Score: Raw -1174663.530087 + Penalty 3092.551494 = -1171570.978593
  nChanged 10
		SP:Iteration 67Q (112874.190000 sec): 3 clusters
  Score: Raw -1174666.397001 + Penalty 3092.551494 = -1171573.845507
  nChanged 8
		SP:Iteration 68Q (112874.420000 sec): 3 clusters
  Score: Raw -1174668.216338 + Penalty 3092.551494 = -1171575.664844
  nChanged 8
		SP:Iteration 69Q (112874.720000 sec): 3 clusters
  Score: Raw -1174671.602170 + Penalty 3092.551494 = -1171579.050676
  nChanged 13
		SP:Iteration 70Q (112874.960000 sec): 3 clusters
  Score: Raw -1174674.317765 + Penalty 3092.551494 = -1171581.766272
  nChanged 12
		SP:Iteration 71Q (112875.240000 sec): 3 clusters
  Score: Raw -1174676.690866 + Penalty 3092.551494 = -1171584.139372
  nChanged 12
		SP:Iteration 72Q (112875.530000 sec): 3 clusters
  Score: Raw -1174679.681540 + Penalty 3092.551494 = -1171587.130046
  nChanged 10
		SP:Iteration 73Q (112875.760000 sec): 3 clusters
  Score: Raw -1174682.129659 + Penalty 3092.551494 = -1171589.578165
  nChanged 7
		SP:Iteration 74Q (112876.020000 sec): 3 clusters
  Score: Raw -1174684.250207 + Penalty 3092.551494 = -1171591.698713
  nChanged 8
		SP:Iteration 75Q (112876.300000 sec): 3 clusters
  Score: Raw -1174686.517917 + Penalty 3092.551494 = -1171593.966424
  nChanged 4
		SP:Iteration 76Q (112876.580000 sec): 3 clusters
  Score: Raw -1174687.582379 + Penalty 3092.551494 = -1171595.030885
  nChanged 6
		SP:Iteration 77Q (112876.770000 sec): 3 clusters
  Score: Raw -1174688.798319 + Penalty 3092.551494 = -1171596.246825
  nChanged 5
		SP:Iteration 78Q (112877.060000 sec): 3 clusters
  Score: Raw -1174689.505636 + Penalty 3092.551494 = -1171596.954142
  nChanged 3
		SP:Iteration 79Q (112877.340000 sec): 3 clusters
  Score: Raw -1174689.827458 + Penalty 3092.551494 = -1171597.275964
  nChanged 1
		SP:Iteration 80F (112877.620000 sec): 3 clusters
  Score: Raw -1174689.894625 + Penalty 3092.551494 = -1171597.343131
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (5340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112877.740000 sec): 2 clusters
  Score: Raw -429856.367947 + Penalty 1394.734401 = -428461.633546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112877.920000 sec): 3 clusters
  Score: Raw -427149.959064 + Penalty 2789.468803 = -424360.490261
  nChanged 2204
		SP:Iteration 1F (112878.090000 sec): 3 clusters
  Score: Raw -428815.925740 + Penalty 2789.468803 = -426026.456937
  nChanged 624
		SP:Iteration 2F (112878.260000 sec): 3 clusters
  Score: Raw -429653.508107 + Penalty 2789.468803 = -426864.039304
  nChanged 548
		SP:Iteration 3F (112878.440000 sec): 3 clusters
  Score: Raw -430382.379089 + Penalty 2789.468803 = -427592.910286
  nChanged 446
		SP:Iteration 4F (112878.610000 sec): 3 clusters
  Score: Raw -430906.327082 + Penalty 2789.468803 = -428116.858280
  nChanged 352
		SP:Iteration 5F (112878.780000 sec): 3 clusters
  Score: Raw -431233.853978 + Penalty 2789.468803 = -428444.385175
  nChanged 216
		SP:Iteration 6Q (112878.960000 sec): 3 clusters
  Score: Raw -431393.408939 + Penalty 2789.468803 = -428603.940136
  nChanged 144
		SP:Iteration 7Q (112879.130000 sec): 3 clusters
  Score: Raw -431477.449965 + Penalty 2789.468803 = -428687.981162
  nChanged 86
		SP:Iteration 8Q (112879.300000 sec): 3 clusters
  Score: Raw -431514.489079 + Penalty 2789.468803 = -428725.020276
  nChanged 54
		SP:Iteration 9Q (112879.470000 sec): 3 clusters
  Score: Raw -431530.883858 + Penalty 2789.468803 = -428741.415055
  nChanged 35
		SP:Iteration 10Q (112879.650000 sec): 3 clusters
  Score: Raw -431542.904760 + Penalty 2789.468803 = -428753.435957
  nChanged 20
		SP:Iteration 11Q (112879.820000 sec): 3 clusters
  Score: Raw -431548.502192 + Penalty 2789.468803 = -428759.033389
  nChanged 15
		SP:Iteration 12Q (112879.990000 sec): 3 clusters
  Score: Raw -431553.829307 + Penalty 2789.468803 = -428764.360504
  nChanged 20
		SP:Iteration 13Q (112880.160000 sec): 3 clusters
  Score: Raw -431562.099653 + Penalty 2789.468803 = -428772.630850
  nChanged 22
		SP:Iteration 14Q (112880.340000 sec): 3 clusters
  Score: Raw -431570.447004 + Penalty 2789.468803 = -428780.978201
  nChanged 17
		SP:Iteration 15Q (112880.510000 sec): 3 clusters
  Score: Raw -431574.140253 + Penalty 2789.468803 = -428784.671450
  nChanged 8
		SP:Iteration 16Q (112880.730000 sec): 3 clusters
  Score: Raw -431576.530153 + Penalty 2789.468803 = -428787.061350
  nChanged 4
		SP:Iteration 17Q (112880.870000 sec): 3 clusters
  Score: Raw -431577.514617 + Penalty 2789.468803 = -428788.045814
  nChanged 6
		SP:Iteration 18Q (112881.040000 sec): 3 clusters
  Score: Raw -431580.732145 + Penalty 2789.468803 = -428791.263342
  nChanged 9
		SP:Iteration 19Q (112881.260000 sec): 3 clusters
  Score: Raw -431584.476389 + Penalty 2789.468803 = -428795.007586
  nChanged 7
		SP:Iteration 20F (112881.430000 sec): 3 clusters
  Score: Raw -431586.125688 + Penalty 2789.468803 = -428796.656885
  nChanged 4
		SP:Iteration 21Q (112881.600000 sec): 3 clusters
  Score: Raw -431587.139743 + Penalty 2789.468803 = -428797.670940
  nChanged 3
		SP:Iteration 22Q (112881.780000 sec): 3 clusters
  Score: Raw -431587.767147 + Penalty 2789.468803 = -428798.298344
  nChanged 2
		SP:Iteration 23Q (112881.950000 sec): 3 clusters
  Score: Raw -431588.090274 + Penalty 2789.468803 = -428798.621471
  nChanged 0
		SP:Iteration 24F (112882.120000 sec): 3 clusters
  Score: Raw -431588.090274 + Penalty 2789.468803 = -428798.621471
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (17419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112882.310000 sec): 2 clusters
  Score: Raw -1630436.627753 + Penalty 1586.863987 = -1628849.763766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112882.650000 sec): 3 clusters
  Score: Raw -1620111.926233 + Penalty 3173.727974 = -1616938.198259
  nChanged 7904
		SP:Iteration 1F (112882.900000 sec): 3 clusters
  Score: Raw -1624879.782864 + Penalty 3173.727974 = -1621706.054890
  nChanged 1269
		SP:Iteration 2F (112883.160000 sec): 3 clusters
  Score: Raw -1625718.971257 + Penalty 3173.727974 = -1622545.243283
  nChanged 1251
		SP:Iteration 3F (112883.450000 sec): 3 clusters
  Score: Raw -1626643.826640 + Penalty 3173.727974 = -1623470.098666
  nChanged 1162
		SP:Iteration 4F (112883.790000 sec): 3 clusters
  Score: Raw -1627403.421082 + Penalty 3173.727974 = -1624229.693108
  nChanged 986
		SP:Iteration 5F (112884.080000 sec): 3 clusters
  Score: Raw -1627971.714640 + Penalty 3173.727974 = -1624797.986665
  nChanged 852
		SP:Iteration 6Q (112884.420000 sec): 3 clusters
  Score: Raw -1628429.384118 + Penalty 3173.727974 = -1625255.656144
  nChanged 775
		SP:Iteration 7Q (112884.710000 sec): 3 clusters
  Score: Raw -1628867.914330 + Penalty 3173.727974 = -1625694.186355
  nChanged 725
		SP:Iteration 8Q (112885.010000 sec): 3 clusters
  Score: Raw -1629228.949504 + Penalty 3173.727974 = -1626055.221529
  nChanged 605
		SP:Iteration 9Q (112885.340000 sec): 3 clusters
  Score: Raw -1629496.390774 + Penalty 3173.727974 = -1626322.662800
  nChanged 501
		SP:Iteration 10Q (112885.640000 sec): 3 clusters
  Score: Raw -1629674.349104 + Penalty 3173.727974 = -1626500.621130
  nChanged 442
		SP:Iteration 11Q (112885.940000 sec): 3 clusters
  Score: Raw -1629808.357704 + Penalty 3173.727974 = -1626634.629730
  nChanged 375
		SP:Iteration 12Q (112886.230000 sec): 3 clusters
  Score: Raw -1629916.961286 + Penalty 3173.727974 = -1626743.233312
  nChanged 330
		SP:Iteration 13Q (112886.570000 sec): 3 clusters
  Score: Raw -1630012.208904 + Penalty 3173.727974 = -1626838.480930
  nChanged 320
		SP:Iteration 14Q (112886.900000 sec): 3 clusters
  Score: Raw -1630101.065522 + Penalty 3173.727974 = -1626927.337548
  nChanged 293
		SP:Iteration 15Q (112887.240000 sec): 3 clusters
  Score: Raw -1630178.633739 + Penalty 3173.727974 = -1627004.905765
  nChanged 282
		SP:Iteration 16Q (112887.470000 sec): 3 clusters
  Score: Raw -1630256.213813 + Penalty 3173.727974 = -1627082.485838
  nChanged 277
		SP:Iteration 17Q (112887.790000 sec): 3 clusters
  Score: Raw -1630322.890607 + Penalty 3173.727974 = -1627149.162633
  nChanged 239
		SP:Iteration 18Q (112888.050000 sec): 3 clusters
  Score: Raw -1630379.105130 + Penalty 3173.727974 = -1627205.377156
  nChanged 192
		SP:Iteration 19Q (112888.380000 sec): 3 clusters
  Score: Raw -1630426.920055 + Penalty 3173.727974 = -1627253.192081
  nChanged 214
		SP:Iteration 20F (112888.720000 sec): 3 clusters
  Score: Raw -1630483.003806 + Penalty 3173.727974 = -1627309.275832
  nChanged 231
		SP:Iteration 21Q (112889.060000 sec): 3 clusters
  Score: Raw -1630556.993009 + Penalty 3173.727974 = -1627383.265035
  nChanged 251
		SP:Iteration 22Q (112889.350000 sec): 3 clusters
  Score: Raw -1630640.892337 + Penalty 3173.727974 = -1627467.164362
  nChanged 251
		SP:Iteration 23Q (112889.650000 sec): 3 clusters
  Score: Raw -1630734.466754 + Penalty 3173.727974 = -1627560.738780
  nChanged 261
		SP:Iteration 24Q (112889.950000 sec): 3 clusters
  Score: Raw -1630843.217867 + Penalty 3173.727974 = -1627669.489893
  nChanged 297
		SP:Iteration 25Q (112890.240000 sec): 3 clusters
  Score: Raw -1630976.157696 + Penalty 3173.727974 = -1627802.429721
  nChanged 337
		SP:Iteration 26Q (112890.540000 sec): 3 clusters
  Score: Raw -1631140.007554 + Penalty 3173.727974 = -1627966.279580
  nChanged 394
		SP:Iteration 27Q (112890.840000 sec): 3 clusters
  Score: Raw -1631382.212824 + Penalty 3173.727974 = -1628208.484850
  nChanged 479
		SP:Iteration 28Q (112891.140000 sec): 3 clusters
  Score: Raw -1631752.322895 + Penalty 3173.727974 = -1628578.594921
  nChanged 539
		SP:Iteration 29Q (112891.430000 sec): 3 clusters
  Score: Raw -1632237.906880 + Penalty 3173.727974 = -1629064.178906
  nChanged 574
		SP:Iteration 30Q (112891.730000 sec): 3 clusters
  Score: Raw -1632730.974232 + Penalty 3173.727974 = -1629557.246258
  nChanged 544
		SP:Iteration 31Q (112892.020000 sec): 3 clusters
  Score: Raw -1633225.202703 + Penalty 3173.727974 = -1630051.474729
  nChanged 497
		SP:Iteration 32Q (112892.320000 sec): 3 clusters
  Score: Raw -1633750.496533 + Penalty 3173.727974 = -1630576.768558
  nChanged 468
		SP:Iteration 33Q (112892.620000 sec): 3 clusters
  Score: Raw -1634342.785611 + Penalty 3173.727974 = -1631169.057637
  nChanged 397
		SP:Iteration 34Q (112892.920000 sec): 3 clusters
  Score: Raw -1634817.084282 + Penalty 3173.727974 = -1631643.356308
  nChanged 280
		SP:Iteration 35Q (112893.220000 sec): 3 clusters
  Score: Raw -1635057.721843 + Penalty 3173.727974 = -1631883.993869
  nChanged 150
		SP:Iteration 36Q (112893.510000 sec): 3 clusters
  Score: Raw -1635136.509487 + Penalty 3173.727974 = -1631962.781513
  nChanged 96
		SP:Iteration 37Q (112893.810000 sec): 3 clusters
  Score: Raw -1635164.841542 + Penalty 3173.727974 = -1631991.113568
  nChanged 59
		SP:Iteration 38Q (112894.110000 sec): 3 clusters
  Score: Raw -1635175.394218 + Penalty 3173.727974 = -1632001.666243
  nChanged 28
		SP:Iteration 39Q (112894.400000 sec): 3 clusters
  Score: Raw -1635178.647837 + Penalty 3173.727974 = -1632004.919863
  nChanged 14
		SP:Iteration 40F (112894.700000 sec): 3 clusters
  Score: Raw -1635180.118611 + Penalty 3173.727974 = -1632006.390637
  nChanged 5
		SP:Iteration 41Q (112895.000000 sec): 3 clusters
  Score: Raw -1635180.656171 + Penalty 3173.727974 = -1632006.928197
  nChanged 3
		SP:Iteration 42Q (112895.300000 sec): 3 clusters
  Score: Raw -1635180.850618 + Penalty 3173.727974 = -1632007.122644
  nChanged 1
		SP:Iteration 43Q (112895.600000 sec): 3 clusters
  Score: Raw -1635180.873314 + Penalty 3173.727974 = -1632007.145340
  nChanged 0
		SP:Iteration 44F (112895.900000 sec): 3 clusters
  Score: Raw -1635180.873314 + Penalty 3173.727974 = -1632007.145340
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (6456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112896.010000 sec): 2 clusters
  Score: Raw -500944.158498 + Penalty 1425.574347 = -499518.584152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112896.230000 sec): 3 clusters
  Score: Raw -497549.487786 + Penalty 2851.148693 = -494698.339093
  nChanged 2679
		SP:Iteration 1F (112896.440000 sec): 3 clusters
  Score: Raw -499253.231671 + Penalty 2851.148693 = -496402.082978
  nChanged 641
		SP:Iteration 2F (112896.640000 sec): 3 clusters
  Score: Raw -499942.218765 + Penalty 2851.148693 = -497091.070072
  nChanged 596
		SP:Iteration 3F (112896.850000 sec): 3 clusters
  Score: Raw -500570.127498 + Penalty 2851.148693 = -497718.978805
  nChanged 484
		SP:Iteration 4F (112897.060000 sec): 3 clusters
  Score: Raw -501028.109401 + Penalty 2851.148693 = -498176.960708
  nChanged 378
		SP:Iteration 5F (112897.300000 sec): 3 clusters
  Score: Raw -501319.204106 + Penalty 2851.148693 = -498468.055412
  nChanged 282
		SP:Iteration 6Q (112897.480000 sec): 3 clusters
  Score: Raw -501503.292505 + Penalty 2851.148693 = -498652.143812
  nChanged 213
		SP:Iteration 7Q (112897.680000 sec): 3 clusters
  Score: Raw -501629.169893 + Penalty 2851.148693 = -498778.021200
  nChanged 166
		SP:Iteration 8Q (112897.890000 sec): 3 clusters
  Score: Raw -501711.439546 + Penalty 2851.148693 = -498860.290852
  nChanged 137
		SP:Iteration 9Q (112898.100000 sec): 3 clusters
  Score: Raw -501770.602153 + Penalty 2851.148693 = -498919.453459
  nChanged 114
		SP:Iteration 10Q (112898.260000 sec): 3 clusters
  Score: Raw -501818.474199 + Penalty 2851.148693 = -498967.325506
  nChanged 101
		SP:Iteration 11Q (112898.470000 sec): 3 clusters
  Score: Raw -501864.933981 + Penalty 2851.148693 = -499013.785288
  nChanged 105
		SP:Iteration 12Q (112898.680000 sec): 3 clusters
  Score: Raw -501911.076527 + Penalty 2851.148693 = -499059.927834
  nChanged 80
		SP:Iteration 13Q (112898.890000 sec): 3 clusters
  Score: Raw -501948.845892 + Penalty 2851.148693 = -499097.697198
  nChanged 85
		SP:Iteration 14Q (112899.100000 sec): 3 clusters
  Score: Raw -501982.182107 + Penalty 2851.148693 = -499131.033413
  nChanged 69
		SP:Iteration 15Q (112899.300000 sec): 3 clusters
  Score: Raw -502009.487447 + Penalty 2851.148693 = -499158.338754
  nChanged 70
		SP:Iteration 16Q (112899.510000 sec): 3 clusters
  Score: Raw -502044.105209 + Penalty 2851.148693 = -499192.956516
  nChanged 74
		SP:Iteration 17Q (112899.720000 sec): 3 clusters
  Score: Raw -502078.871968 + Penalty 2851.148693 = -499227.723275
  nChanged 58
		SP:Iteration 18Q (112899.930000 sec): 3 clusters
  Score: Raw -502100.715406 + Penalty 2851.148693 = -499249.566713
  nChanged 53
		SP:Iteration 19Q (112900.140000 sec): 3 clusters
  Score: Raw -502120.502220 + Penalty 2851.148693 = -499269.353526
  nChanged 38
		SP:Iteration 20F (112900.340000 sec): 3 clusters
  Score: Raw -502137.573507 + Penalty 2851.148693 = -499286.424813
  nChanged 43
		SP:Iteration 21Q (112900.550000 sec): 3 clusters
  Score: Raw -502156.034700 + Penalty 2851.148693 = -499304.886006
  nChanged 50
		SP:Iteration 22Q (112900.760000 sec): 3 clusters
  Score: Raw -502171.015002 + Penalty 2851.148693 = -499319.866309
  nChanged 34
		SP:Iteration 23Q (112900.960000 sec): 3 clusters
  Score: Raw -502180.249468 + Penalty 2851.148693 = -499329.100775
  nChanged 23
		SP:Iteration 24Q (112901.170000 sec): 3 clusters
  Score: Raw -502184.049534 + Penalty 2851.148693 = -499332.900841
  nChanged 19
		SP:Iteration 25Q (112901.380000 sec): 3 clusters
  Score: Raw -502188.058574 + Penalty 2851.148693 = -499336.909881
  nChanged 14
		SP:Iteration 26Q (112901.590000 sec): 3 clusters
  Score: Raw -502190.862561 + Penalty 2851.148693 = -499339.713868
  nChanged 10
		SP:Iteration 27Q (112901.810000 sec): 3 clusters
  Score: Raw -502193.362420 + Penalty 2851.148693 = -499342.213726
  nChanged 12
		SP:Iteration 28Q (112902.020000 sec): 3 clusters
  Score: Raw -502195.454271 + Penalty 2851.148693 = -499344.305578
  nChanged 9
		SP:Iteration 29Q (112902.220000 sec): 3 clusters
  Score: Raw -502197.498319 + Penalty 2851.148693 = -499346.349625
  nChanged 7
		SP:Iteration 30Q (112902.430000 sec): 3 clusters
  Score: Raw -502199.347718 + Penalty 2851.148693 = -499348.199025
  nChanged 7
		SP:Iteration 31Q (112902.540000 sec): 3 clusters
  Score: Raw -502200.911285 + Penalty 2851.148693 = -499349.762592
  nChanged 4
		SP:Iteration 32Q (112902.650000 sec): 3 clusters
  Score: Raw -502201.353323 + Penalty 2851.148693 = -499350.204630
  nChanged 2
		SP:Iteration 33Q (112902.840000 sec): 3 clusters
  Score: Raw -502201.535358 + Penalty 2851.148693 = -499350.386665
  nChanged 3
		SP:Iteration 34Q (112903.130000 sec): 3 clusters
  Score: Raw -502202.408639 + Penalty 2851.148693 = -499351.259946
  nChanged 5
		SP:Iteration 35Q (112903.250000 sec): 3 clusters
  Score: Raw -502203.447847 + Penalty 2851.148693 = -499352.299154
  nChanged 3
		SP:Iteration 36Q (112903.470000 sec): 3 clusters
  Score: Raw -502203.791914 + Penalty 2851.148693 = -499352.643221
  nChanged 5
		SP:Iteration 37Q (112903.680000 sec): 3 clusters
  Score: Raw -502205.083715 + Penalty 2851.148693 = -499353.935022
  nChanged 5
		SP:Iteration 38Q (112903.870000 sec): 3 clusters
  Score: Raw -502205.639731 + Penalty 2851.148693 = -499354.491038
  nChanged 1
		SP:Iteration 39Q (112903.970000 sec): 3 clusters
  Score: Raw -502205.719578 + Penalty 2851.148693 = -499354.570885
  nChanged 0
		SP:Iteration 40F (112904.080000 sec): 3 clusters
  Score: Raw -502205.719578 + Penalty 2851.148693 = -499354.570885
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (6045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112904.190000 sec): 2 clusters
  Score: Raw -496267.939395 + Penalty 1414.885349 = -494853.054046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112904.370000 sec): 3 clusters
  Score: Raw -493067.006193 + Penalty 2829.770698 = -490237.235495
  nChanged 2502
		SP:Iteration 1F (112904.540000 sec): 3 clusters
  Score: Raw -494756.905864 + Penalty 2829.770698 = -491927.135166
  nChanged 598
		SP:Iteration 2F (112904.710000 sec): 3 clusters
  Score: Raw -495267.724039 + Penalty 2829.770698 = -492437.953341
  nChanged 508
		SP:Iteration 3F (112904.850000 sec): 3 clusters
  Score: Raw -495691.230386 + Penalty 2829.770698 = -492861.459688
  nChanged 392
		SP:Iteration 4F (112905.050000 sec): 3 clusters
  Score: Raw -496021.160329 + Penalty 2829.770698 = -493191.389631
  nChanged 336
		SP:Iteration 5F (112905.210000 sec): 3 clusters
  Score: Raw -496305.870617 + Penalty 2829.770698 = -493476.099919
  nChanged 294
		SP:Iteration 6Q (112905.380000 sec): 3 clusters
  Score: Raw -496573.044327 + Penalty 2829.770698 = -493743.273629
  nChanged 291
		SP:Iteration 7Q (112905.590000 sec): 3 clusters
  Score: Raw -496842.017094 + Penalty 2829.770698 = -494012.246396
  nChanged 254
		SP:Iteration 8Q (112905.760000 sec): 3 clusters
  Score: Raw -497098.163721 + Penalty 2829.770698 = -494268.393023
  nChanged 250
		SP:Iteration 9Q (112905.930000 sec): 3 clusters
  Score: Raw -497328.317049 + Penalty 2829.770698 = -494498.546351
  nChanged 215
		SP:Iteration 10Q (112906.100000 sec): 3 clusters
  Score: Raw -497545.773702 + Penalty 2829.770698 = -494716.003004
  nChanged 164
		SP:Iteration 11Q (112906.270000 sec): 3 clusters
  Score: Raw -497710.140877 + Penalty 2829.770698 = -494880.370179
  nChanged 122
		SP:Iteration 12Q (112906.430000 sec): 3 clusters
  Score: Raw -497859.063307 + Penalty 2829.770698 = -495029.292609
  nChanged 143
		SP:Iteration 13Q (112906.600000 sec): 3 clusters
  Score: Raw -498038.805638 + Penalty 2829.770698 = -495209.034940
  nChanged 134
		SP:Iteration 14Q (112906.770000 sec): 3 clusters
  Score: Raw -498233.913412 + Penalty 2829.770698 = -495404.142714
  nChanged 133
		SP:Iteration 15Q (112906.910000 sec): 3 clusters
  Score: Raw -498399.521592 + Penalty 2829.770698 = -495569.750894
  nChanged 141
		SP:Iteration 16Q (112907.000000 sec): 3 clusters
  Score: Raw -498551.288425 + Penalty 2829.770698 = -495721.517727
  nChanged 130
		SP:Iteration 17Q (112907.100000 sec): 3 clusters
  Score: Raw -498658.586260 + Penalty 2829.770698 = -495828.815562
  nChanged 100
		SP:Iteration 18Q (112907.200000 sec): 3 clusters
  Score: Raw -498734.445172 + Penalty 2829.770698 = -495904.674474
  nChanged 83
		SP:Iteration 19Q (112907.290000 sec): 3 clusters
  Score: Raw -498787.191472 + Penalty 2829.770698 = -495957.420774
  nChanged 69
		SP:Iteration 20F (112907.470000 sec): 3 clusters
  Score: Raw -498838.763176 + Penalty 2829.770698 = -496008.992478
  nChanged 68
		SP:Iteration 21Q (112907.630000 sec): 3 clusters
  Score: Raw -498899.965594 + Penalty 2829.770698 = -496070.194896
  nChanged 78
		SP:Iteration 22Q (112907.800000 sec): 3 clusters
  Score: Raw -498959.044175 + Penalty 2829.770698 = -496129.273477
  nChanged 58
		SP:Iteration 23Q (112907.970000 sec): 3 clusters
  Score: Raw -498999.005894 + Penalty 2829.770698 = -496169.235196
  nChanged 48
		SP:Iteration 24Q (112908.130000 sec): 3 clusters
  Score: Raw -499027.600648 + Penalty 2829.770698 = -496197.829950
  nChanged 40
		SP:Iteration 25Q (112908.300000 sec): 3 clusters
  Score: Raw -499053.875770 + Penalty 2829.770698 = -496224.105072
  nChanged 33
		SP:Iteration 26Q (112908.460000 sec): 3 clusters
  Score: Raw -499075.076000 + Penalty 2829.770698 = -496245.305302
  nChanged 24
		SP:Iteration 27Q (112908.630000 sec): 3 clusters
  Score: Raw -499089.625352 + Penalty 2829.770698 = -496259.854654
  nChanged 27
		SP:Iteration 28Q (112908.790000 sec): 3 clusters
  Score: Raw -499099.955818 + Penalty 2829.770698 = -496270.185120
  nChanged 20
		SP:Iteration 29Q (112908.960000 sec): 3 clusters
  Score: Raw -499104.790777 + Penalty 2829.770698 = -496275.020079
  nChanged 14
		SP:Iteration 30Q (112909.190000 sec): 3 clusters
  Score: Raw -499107.766140 + Penalty 2829.770698 = -496277.995442
  nChanged 5
		SP:Iteration 31Q (112909.380000 sec): 3 clusters
  Score: Raw -499108.536247 + Penalty 2829.770698 = -496278.765549
  nChanged 2
		SP:Iteration 32Q (112909.550000 sec): 3 clusters
  Score: Raw -499108.698755 + Penalty 2829.770698 = -496278.928057
  nChanged 2
		SP:Iteration 33Q (112909.720000 sec): 3 clusters
  Score: Raw -499108.934332 + Penalty 2829.770698 = -496279.163634
  nChanged 2
		SP:Iteration 34Q (112909.880000 sec): 3 clusters
  Score: Raw -499109.518077 + Penalty 2829.770698 = -496279.747379
  nChanged 2
		SP:Iteration 35Q (112910.050000 sec): 3 clusters
  Score: Raw -499110.037214 + Penalty 2829.770698 = -496280.266516
  nChanged 2
		SP:Iteration 36Q (112910.220000 sec): 3 clusters
  Score: Raw -499110.295497 + Penalty 2829.770698 = -496280.524799
  nChanged 1
		SP:Iteration 37Q (112910.380000 sec): 3 clusters
  Score: Raw -499110.392294 + Penalty 2829.770698 = -496280.621596
  nChanged 2
		SP:Iteration 38Q (112910.590000 sec): 3 clusters
  Score: Raw -499110.836290 + Penalty 2829.770698 = -496281.065592
  nChanged 5
		SP:Iteration 39Q (112910.810000 sec): 3 clusters
  Score: Raw -499111.798861 + Penalty 2829.770698 = -496282.028163
  nChanged 6
		SP:Iteration 40F (112910.960000 sec): 3 clusters
  Score: Raw -499113.314265 + Penalty 2829.770698 = -496283.543567
  nChanged 8
		SP:Iteration 41Q (112911.120000 sec): 3 clusters
  Score: Raw -499116.405561 + Penalty 2829.770698 = -496286.634863
  nChanged 17
		SP:Iteration 42Q (112911.290000 sec): 3 clusters
  Score: Raw -499121.503954 + Penalty 2829.770698 = -496291.733256
  nChanged 12
		SP:Iteration 43Q (112911.470000 sec): 3 clusters
  Score: Raw -499125.223442 + Penalty 2829.770698 = -496295.452744
  nChanged 12
		SP:Iteration 44Q (112911.620000 sec): 3 clusters
  Score: Raw -499128.990405 + Penalty 2829.770698 = -496299.219707
  nChanged 9
		SP:Iteration 45Q (112911.800000 sec): 3 clusters
  Score: Raw -499131.433204 + Penalty 2829.770698 = -496301.662506
  nChanged 15
		SP:Iteration 46Q (112911.960000 sec): 3 clusters
  Score: Raw -499135.600943 + Penalty 2829.770698 = -496305.830245
  nChanged 13
		SP:Iteration 47Q (112912.130000 sec): 3 clusters
  Score: Raw -499138.909788 + Penalty 2829.770698 = -496309.139090
  nChanged 14
		SP:Iteration 48Q (112912.290000 sec): 3 clusters
  Score: Raw -499142.822298 + Penalty 2829.770698 = -496313.051600
  nChanged 8
		SP:Iteration 49Q (112912.460000 sec): 3 clusters
  Score: Raw -499144.298651 + Penalty 2829.770698 = -496314.527953
  nChanged 4
		SP:Iteration 50Q (112912.620000 sec): 3 clusters
  Score: Raw -499145.085547 + Penalty 2829.770698 = -496315.314849
  nChanged 9
		SP:Iteration 51Q (112912.830000 sec): 3 clusters
  Score: Raw -499147.926894 + Penalty 2829.770698 = -496318.156196
  nChanged 15
		SP:Iteration 52Q (112913.000000 sec): 3 clusters
  Score: Raw -499152.894770 + Penalty 2829.770698 = -496323.124072
  nChanged 11
		SP:Iteration 53Q (112913.110000 sec): 3 clusters
  Score: Raw -499155.586474 + Penalty 2829.770698 = -496325.815776
  nChanged 10
		SP:Iteration 54Q (112913.220000 sec): 3 clusters
  Score: Raw -499160.236500 + Penalty 2829.770698 = -496330.465802
  nChanged 14
		SP:Iteration 55Q (112913.310000 sec): 3 clusters
  Score: Raw -499164.946914 + Penalty 2829.770698 = -496335.176216
  nChanged 10
		SP:Iteration 56Q (112913.530000 sec): 3 clusters
  Score: Raw -499168.229455 + Penalty 2829.770698 = -496338.458757
  nChanged 9
		SP:Iteration 57Q (112913.690000 sec): 3 clusters
  Score: Raw -499170.994457 + Penalty 2829.770698 = -496341.223759
  nChanged 8
		SP:Iteration 58Q (112913.860000 sec): 3 clusters
  Score: Raw -499173.349372 + Penalty 2829.770698 = -496343.578674
  nChanged 9
		SP:Iteration 59Q (112914.030000 sec): 3 clusters
  Score: Raw -499175.785371 + Penalty 2829.770698 = -496346.014673
  nChanged 8
		SP:Iteration 60F (112914.190000 sec): 3 clusters
  Score: Raw -499177.896664 + Penalty 2829.770698 = -496348.125966
  nChanged 11
		SP:Iteration 61Q (112914.360000 sec): 3 clusters
  Score: Raw -499181.030590 + Penalty 2829.770698 = -496351.259892
  nChanged 11
		SP:Iteration 62Q (112914.480000 sec): 3 clusters
  Score: Raw -499183.970239 + Penalty 2829.770698 = -496354.199541
  nChanged 12
		SP:Iteration 63Q (112914.650000 sec): 3 clusters
  Score: Raw -499186.996908 + Penalty 2829.770698 = -496357.226210
  nChanged 8
		SP:Iteration 64Q (112914.810000 sec): 3 clusters
  Score: Raw -499188.624604 + Penalty 2829.770698 = -496358.853906
  nChanged 6
		SP:Iteration 65Q (112914.980000 sec): 3 clusters
  Score: Raw -499190.919229 + Penalty 2829.770698 = -496361.148531
  nChanged 7
		SP:Iteration 66Q (112915.150000 sec): 3 clusters
  Score: Raw -499192.378481 + Penalty 2829.770698 = -496362.607783
  nChanged 10
		SP:Iteration 67Q (112915.310000 sec): 3 clusters
  Score: Raw -499194.600647 + Penalty 2829.770698 = -496364.829949
  nChanged 6
		SP:Iteration 68Q (112915.480000 sec): 3 clusters
  Score: Raw -499196.041701 + Penalty 2829.770698 = -496366.271003
  nChanged 9
		SP:Iteration 69Q (112915.650000 sec): 3 clusters
  Score: Raw -499198.584918 + Penalty 2829.770698 = -496368.814220
  nChanged 8
		SP:Iteration 70Q (112915.810000 sec): 3 clusters
  Score: Raw -499200.190970 + Penalty 2829.770698 = -496370.420272
  nChanged 2
		SP:Iteration 71Q (112915.980000 sec): 3 clusters
  Score: Raw -499200.447877 + Penalty 2829.770698 = -496370.677179
  nChanged 1
		SP:Iteration 72Q (112916.140000 sec): 3 clusters
  Score: Raw -499200.519664 + Penalty 2829.770698 = -496370.748966
  nChanged 0
		SP:Iteration 73F (112916.310000 sec): 3 clusters
  Score: Raw -499200.519664 + Penalty 2829.770698 = -496370.748966
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112916.400000 sec): 2 clusters
  Score: Raw -457656.800991 + Penalty 1403.501104 = -456253.299887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112916.620000 sec): 3 clusters
  Score: Raw -454767.641844 + Penalty 2807.002209 = -451960.639635
  nChanged 2303
		SP:Iteration 1F (112916.790000 sec): 3 clusters
  Score: Raw -456042.033783 + Penalty 2807.002209 = -453235.031574
  nChanged 459
		SP:Iteration 2F (112916.960000 sec): 3 clusters
  Score: Raw -456364.696703 + Penalty 2807.002209 = -453557.694495
  nChanged 381
		SP:Iteration 3F (112917.130000 sec): 3 clusters
  Score: Raw -456630.739720 + Penalty 2807.002209 = -453823.737511
  nChanged 344
		SP:Iteration 4F (112917.310000 sec): 3 clusters
  Score: Raw -456891.815747 + Penalty 2807.002209 = -454084.813538
  nChanged 327
		SP:Iteration 5F (112917.480000 sec): 3 clusters
  Score: Raw -457176.950643 + Penalty 2807.002209 = -454369.948434
  nChanged 309
		SP:Iteration 6F (112917.650000 sec): 3 clusters
  Score: Raw -457433.218568 + Penalty 2807.002209 = -454626.216360
  nChanged 258
		SP:Iteration 7Q (112917.890000 sec): 3 clusters
  Score: Raw -457617.158584 + Penalty 2807.002209 = -454810.156375
  nChanged 211
		SP:Iteration 8Q (112918.090000 sec): 3 clusters
  Score: Raw -457767.005578 + Penalty 2807.002209 = -454960.003369
  nChanged 182
		SP:Iteration 9Q (112918.250000 sec): 3 clusters
  Score: Raw -457893.871076 + Penalty 2807.002209 = -455086.868868
  nChanged 156
		SP:Iteration 10Q (112918.420000 sec): 3 clusters
  Score: Raw -457986.441865 + Penalty 2807.002209 = -455179.439656
  nChanged 130
		SP:Iteration 11Q (112918.580000 sec): 3 clusters
  Score: Raw -458064.056216 + Penalty 2807.002209 = -455257.054007
  nChanged 116
		SP:Iteration 12Q (112918.680000 sec): 3 clusters
  Score: Raw -458130.400276 + Penalty 2807.002209 = -455323.398067
  nChanged 91
		SP:Iteration 13Q (112918.860000 sec): 3 clusters
  Score: Raw -458171.971922 + Penalty 2807.002209 = -455364.969714
  nChanged 67
		SP:Iteration 14Q (112919.030000 sec): 3 clusters
  Score: Raw -458198.406339 + Penalty 2807.002209 = -455391.404130
  nChanged 55
		SP:Iteration 15Q (112919.200000 sec): 3 clusters
  Score: Raw -458217.585567 + Penalty 2807.002209 = -455410.583359
  nChanged 36
		SP:Iteration 16Q (112919.370000 sec): 3 clusters
  Score: Raw -458231.841744 + Penalty 2807.002209 = -455424.839535
  nChanged 34
		SP:Iteration 17Q (112919.540000 sec): 3 clusters
  Score: Raw -458241.336081 + Penalty 2807.002209 = -455434.333872
  nChanged 31
		SP:Iteration 18Q (112919.710000 sec): 3 clusters
  Score: Raw -458251.138703 + Penalty 2807.002209 = -455444.136494
  nChanged 30
		SP:Iteration 19Q (112919.930000 sec): 3 clusters
  Score: Raw -458261.312465 + Penalty 2807.002209 = -455454.310256
  nChanged 30
		SP:Iteration 20F (112920.130000 sec): 3 clusters
  Score: Raw -458270.456826 + Penalty 2807.002209 = -455463.454617
  nChanged 35
		SP:Iteration 21Q (112920.320000 sec): 3 clusters
  Score: Raw -458282.026977 + Penalty 2807.002209 = -455475.024769
  nChanged 28
		SP:Iteration 22Q (112920.520000 sec): 3 clusters
  Score: Raw -458290.837772 + Penalty 2807.002209 = -455483.835563
  nChanged 20
		SP:Iteration 23Q (112920.700000 sec): 3 clusters
  Score: Raw -458298.770709 + Penalty 2807.002209 = -455491.768501
  nChanged 30
		SP:Iteration 24Q (112920.870000 sec): 3 clusters
  Score: Raw -458307.921819 + Penalty 2807.002209 = -455500.919610
  nChanged 21
		SP:Iteration 25Q (112921.040000 sec): 3 clusters
  Score: Raw -458314.404853 + Penalty 2807.002209 = -455507.402644
  nChanged 14
		SP:Iteration 26Q (112921.180000 sec): 3 clusters
  Score: Raw -458319.513711 + Penalty 2807.002209 = -455512.511503
  nChanged 17
		SP:Iteration 27Q (112921.390000 sec): 3 clusters
  Score: Raw -458326.403843 + Penalty 2807.002209 = -455519.401635
  nChanged 22
		SP:Iteration 28Q (112921.550000 sec): 3 clusters
  Score: Raw -458335.364835 + Penalty 2807.002209 = -455528.362626
  nChanged 31
		SP:Iteration 29Q (112921.730000 sec): 3 clusters
  Score: Raw -458353.727703 + Penalty 2807.002209 = -455546.725494
  nChanged 36
		SP:Iteration 30Q (112921.860000 sec): 3 clusters
  Score: Raw -458376.535825 + Penalty 2807.002209 = -455569.533616
  nChanged 41
		SP:Iteration 31Q (112922.050000 sec): 3 clusters
  Score: Raw -458403.591892 + Penalty 2807.002209 = -455596.589683
  nChanged 44
		SP:Iteration 32Q (112922.270000 sec): 3 clusters
  Score: Raw -458434.526920 + Penalty 2807.002209 = -455627.524712
  nChanged 42
		SP:Iteration 33Q (112922.450000 sec): 3 clusters
  Score: Raw -458462.193763 + Penalty 2807.002209 = -455655.191554
  nChanged 39
		SP:Iteration 34Q (112922.590000 sec): 3 clusters
  Score: Raw -458484.469411 + Penalty 2807.002209 = -455677.467202
  nChanged 32
		SP:Iteration 35Q (112922.770000 sec): 3 clusters
  Score: Raw -458497.329211 + Penalty 2807.002209 = -455690.327002
  nChanged 20
		SP:Iteration 36Q (112922.920000 sec): 3 clusters
  Score: Raw -458504.225296 + Penalty 2807.002209 = -455697.223087
  nChanged 19
		SP:Iteration 37Q (112923.110000 sec): 3 clusters
  Score: Raw -458509.579757 + Penalty 2807.002209 = -455702.577548
  nChanged 8
		SP:Iteration 38Q (112923.280000 sec): 3 clusters
  Score: Raw -458510.801240 + Penalty 2807.002209 = -455703.799031
  nChanged 5
		SP:Iteration 39Q (112923.450000 sec): 3 clusters
  Score: Raw -458512.174217 + Penalty 2807.002209 = -455705.172008
  nChanged 2
		SP:Iteration 40F (112923.630000 sec): 3 clusters
  Score: Raw -458513.071162 + Penalty 2807.002209 = -455706.068954
  nChanged 2
		SP:Iteration 41Q (112923.800000 sec): 3 clusters
  Score: Raw -458513.367266 + Penalty 2807.002209 = -455706.365058
  nChanged 1
		SP:Iteration 42Q (112923.970000 sec): 3 clusters
  Score: Raw -458513.486919 + Penalty 2807.002209 = -455706.484710
  nChanged 2
		SP:Iteration 43Q (112924.170000 sec): 3 clusters
  Score: Raw -458514.190140 + Penalty 2807.002209 = -455707.187932
  nChanged 3
		SP:Iteration 44Q (112924.260000 sec): 3 clusters
  Score: Raw -458515.414597 + Penalty 2807.002209 = -455708.412388
  nChanged 6
		SP:Iteration 45Q (112924.430000 sec): 3 clusters
  Score: Raw -458516.823673 + Penalty 2807.002209 = -455709.821464
  nChanged 2
		SP:Iteration 46Q (112924.530000 sec): 3 clusters
  Score: Raw -458517.201540 + Penalty 2807.002209 = -455710.199331
  nChanged 4
		SP:Iteration 47Q (112924.630000 sec): 3 clusters
  Score: Raw -458519.086275 + Penalty 2807.002209 = -455712.084066
  nChanged 5
		SP:Iteration 48Q (112924.840000 sec): 3 clusters
  Score: Raw -458520.825514 + Penalty 2807.002209 = -455713.823305
  nChanged 5
		SP:Iteration 49Q (112924.910000 sec): 3 clusters
  Score: Raw -458521.732543 + Penalty 2807.002209 = -455714.730334
  nChanged 1
		SP:Iteration 50Q (112925.030000 sec): 3 clusters
  Score: Raw -458521.954556 + Penalty 2807.002209 = -455714.952348
  nChanged 2
		SP:Iteration 51Q (112925.130000 sec): 3 clusters
  Score: Raw -458522.300420 + Penalty 2807.002209 = -455715.298211
  nChanged 2
		SP:Iteration 52Q (112925.230000 sec): 3 clusters
  Score: Raw -458522.539807 + Penalty 2807.002209 = -455715.537599
  nChanged 1
		SP:Iteration 53Q (112925.440000 sec): 3 clusters
  Score: Raw -458522.774519 + Penalty 2807.002209 = -455715.772311
  nChanged 1
		SP:Iteration 54Q (112925.620000 sec): 3 clusters
  Score: Raw -458522.950198 + Penalty 2807.002209 = -455715.947989
  nChanged 0
		SP:Iteration 55F (112925.770000 sec): 3 clusters
  Score: Raw -458522.950198 + Penalty 2807.002209 = -455715.947989
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (11401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112925.910000 sec): 2 clusters
  Score: Raw -1099111.185315 + Penalty 1517.986657 = -1097593.198658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112926.160000 sec): 3 clusters
  Score: Raw -1092655.904093 + Penalty 3035.973314 = -1089619.930780
  nChanged 4989
		SP:Iteration 1F (112926.370000 sec): 3 clusters
  Score: Raw -1095665.520618 + Penalty 3035.973314 = -1092629.547305
  nChanged 888
		SP:Iteration 2F (112926.590000 sec): 3 clusters
  Score: Raw -1096211.300107 + Penalty 3035.973314 = -1093175.326793
  nChanged 787
		SP:Iteration 3F (112926.800000 sec): 3 clusters
  Score: Raw -1096728.287809 + Penalty 3035.973314 = -1093692.314496
  nChanged 723
		SP:Iteration 4F (112927.010000 sec): 3 clusters
  Score: Raw -1097225.445140 + Penalty 3035.973314 = -1094189.471826
  nChanged 725
		SP:Iteration 5F (112927.310000 sec): 3 clusters
  Score: Raw -1097708.136267 + Penalty 3035.973314 = -1094672.162953
  nChanged 618
		SP:Iteration 6F (112927.520000 sec): 3 clusters
  Score: Raw -1098106.907594 + Penalty 3035.973314 = -1095070.934281
  nChanged 523
		SP:Iteration 7Q (112927.770000 sec): 3 clusters
  Score: Raw -1098423.306742 + Penalty 3035.973314 = -1095387.333428
  nChanged 423
		SP:Iteration 8Q (112928.010000 sec): 3 clusters
  Score: Raw -1098676.389663 + Penalty 3035.973314 = -1095640.416349
  nChanged 341
		SP:Iteration 9Q (112928.260000 sec): 3 clusters
  Score: Raw -1098859.378255 + Penalty 3035.973314 = -1095823.404941
  nChanged 245
		SP:Iteration 10Q (112928.430000 sec): 3 clusters
  Score: Raw -1098993.221191 + Penalty 3035.973314 = -1095957.247877
  nChanged 203
		SP:Iteration 11Q (112928.660000 sec): 3 clusters
  Score: Raw -1099082.324731 + Penalty 3035.973314 = -1096046.351417
  nChanged 161
		SP:Iteration 12Q (112928.840000 sec): 3 clusters
  Score: Raw -1099142.912541 + Penalty 3035.973314 = -1096106.939227
  nChanged 117
		SP:Iteration 13Q (112929.140000 sec): 3 clusters
  Score: Raw -1099187.253773 + Penalty 3035.973314 = -1096151.280459
  nChanged 109
		SP:Iteration 14Q (112929.260000 sec): 3 clusters
  Score: Raw -1099235.604710 + Penalty 3035.973314 = -1096199.631396
  nChanged 99
		SP:Iteration 15Q (112929.470000 sec): 3 clusters
  Score: Raw -1099275.281411 + Penalty 3035.973314 = -1096239.308097
  nChanged 81
		SP:Iteration 16Q (112929.690000 sec): 3 clusters
  Score: Raw -1099303.642554 + Penalty 3035.973314 = -1096267.669240
  nChanged 65
		SP:Iteration 17Q (112929.850000 sec): 3 clusters
  Score: Raw -1099331.593053 + Penalty 3035.973314 = -1096295.619739
  nChanged 73
		SP:Iteration 18Q (112930.120000 sec): 3 clusters
  Score: Raw -1099362.909477 + Penalty 3035.973314 = -1096326.936163
  nChanged 72
		SP:Iteration 19Q (112930.340000 sec): 3 clusters
  Score: Raw -1099389.459124 + Penalty 3035.973314 = -1096353.485811
  nChanged 63
		SP:Iteration 20F (112930.550000 sec): 3 clusters
  Score: Raw -1099407.839713 + Penalty 3035.973314 = -1096371.866399
  nChanged 45
		SP:Iteration 21Q (112930.770000 sec): 3 clusters
  Score: Raw -1099421.908237 + Penalty 3035.973314 = -1096385.934923
  nChanged 42
		SP:Iteration 22Q (112931.060000 sec): 3 clusters
  Score: Raw -1099437.285236 + Penalty 3035.973314 = -1096401.311922
  nChanged 40
		SP:Iteration 23Q (112931.280000 sec): 3 clusters
  Score: Raw -1099449.698862 + Penalty 3035.973314 = -1096413.725548
  nChanged 37
		SP:Iteration 24Q (112931.530000 sec): 3 clusters
  Score: Raw -1099459.777647 + Penalty 3035.973314 = -1096423.804334
  nChanged 34
		SP:Iteration 25Q (112931.790000 sec): 3 clusters
  Score: Raw -1099467.923064 + Penalty 3035.973314 = -1096431.949751
  nChanged 24
		SP:Iteration 26Q (112932.050000 sec): 3 clusters
  Score: Raw -1099473.281691 + Penalty 3035.973314 = -1096437.308378
  nChanged 14
		SP:Iteration 27Q (112932.210000 sec): 3 clusters
  Score: Raw -1099476.429740 + Penalty 3035.973314 = -1096440.456426
  nChanged 12
		SP:Iteration 28Q (112932.470000 sec): 3 clusters
  Score: Raw -1099479.070010 + Penalty 3035.973314 = -1096443.096696
  nChanged 13
		SP:Iteration 29Q (112932.760000 sec): 3 clusters
  Score: Raw -1099481.649810 + Penalty 3035.973314 = -1096445.676496
  nChanged 11
		SP:Iteration 30Q (112932.970000 sec): 3 clusters
  Score: Raw -1099484.170120 + Penalty 3035.973314 = -1096448.196806
  nChanged 10
		SP:Iteration 31Q (112933.200000 sec): 3 clusters
  Score: Raw -1099486.265040 + Penalty 3035.973314 = -1096450.291727
  nChanged 9
		SP:Iteration 32Q (112933.460000 sec): 3 clusters
  Score: Raw -1099487.941172 + Penalty 3035.973314 = -1096451.967858
  nChanged 5
		SP:Iteration 33Q (112933.720000 sec): 3 clusters
  Score: Raw -1099488.590527 + Penalty 3035.973314 = -1096452.617213
  nChanged 5
		SP:Iteration 34Q (112933.880000 sec): 3 clusters
  Score: Raw -1099489.545557 + Penalty 3035.973314 = -1096453.572243
  nChanged 4
		SP:Iteration 35Q (112934.160000 sec): 3 clusters
  Score: Raw -1099490.229825 + Penalty 3035.973314 = -1096454.256511
  nChanged 1
		SP:Iteration 36Q (112934.410000 sec): 3 clusters
  Score: Raw -1099490.383820 + Penalty 3035.973314 = -1096454.410507
  nChanged 3
		SP:Iteration 37Q (112934.680000 sec): 3 clusters
  Score: Raw -1099490.686672 + Penalty 3035.973314 = -1096454.713359
  nChanged 1
		SP:Iteration 38Q (112934.940000 sec): 3 clusters
  Score: Raw -1099490.897842 + Penalty 3035.973314 = -1096454.924529
  nChanged 0
		SP:Iteration 39F (112935.190000 sec): 3 clusters
  Score: Raw -1099490.897842 + Penalty 3035.973314 = -1096454.924529
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (10647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112935.350000 sec): 2 clusters
  Score: Raw -898719.250131 + Penalty 1506.867934 = -897212.382197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112935.630000 sec): 3 clusters
  Score: Raw -892630.539232 + Penalty 3013.735868 = -889616.803364
  nChanged 4599
		SP:Iteration 1F (112935.890000 sec): 3 clusters
  Score: Raw -895472.274769 + Penalty 3013.735868 = -892458.538900
  nChanged 820
		SP:Iteration 2F (112936.110000 sec): 3 clusters
  Score: Raw -896018.256364 + Penalty 3013.735868 = -893004.520496
  nChanged 761
		SP:Iteration 3F (112936.320000 sec): 3 clusters
  Score: Raw -896583.283295 + Penalty 3013.735868 = -893569.547427
  nChanged 742
		SP:Iteration 4F (112936.540000 sec): 3 clusters
  Score: Raw -897226.929040 + Penalty 3013.735868 = -894213.193171
  nChanged 721
		SP:Iteration 5F (112936.760000 sec): 3 clusters
  Score: Raw -897866.012565 + Penalty 3013.735868 = -894852.276697
  nChanged 669
		SP:Iteration 6F (112936.980000 sec): 3 clusters
  Score: Raw -898409.150442 + Penalty 3013.735868 = -895395.414573
  nChanged 562
		SP:Iteration 7F (112937.190000 sec): 3 clusters
  Score: Raw -898792.067758 + Penalty 3013.735868 = -895778.331890
  nChanged 436
		SP:Iteration 8Q (112937.410000 sec): 3 clusters
  Score: Raw -899051.004686 + Penalty 3013.735868 = -896037.268818
  nChanged 313
		SP:Iteration 9Q (112937.620000 sec): 3 clusters
  Score: Raw -899204.412730 + Penalty 3013.735868 = -896190.676862
  nChanged 230
		SP:Iteration 10Q (112937.840000 sec): 3 clusters
  Score: Raw -899302.026260 + Penalty 3013.735868 = -896288.290391
  nChanged 201
		SP:Iteration 11Q (112938.060000 sec): 3 clusters
  Score: Raw -899380.741121 + Penalty 3013.735868 = -896367.005253
  nChanged 163
		SP:Iteration 12Q (112938.270000 sec): 3 clusters
  Score: Raw -899447.215110 + Penalty 3013.735868 = -896433.479241
  nChanged 140
		SP:Iteration 13Q (112938.490000 sec): 3 clusters
  Score: Raw -899498.542146 + Penalty 3013.735868 = -896484.806277
  nChanged 109
		SP:Iteration 14Q (112938.700000 sec): 3 clusters
  Score: Raw -899538.461318 + Penalty 3013.735868 = -896524.725449
  nChanged 100
		SP:Iteration 15Q (112938.920000 sec): 3 clusters
  Score: Raw -899572.165459 + Penalty 3013.735868 = -896558.429591
  nChanged 85
		SP:Iteration 16Q (112939.140000 sec): 3 clusters
  Score: Raw -899597.772766 + Penalty 3013.735868 = -896584.036898
  nChanged 74
		SP:Iteration 17Q (112939.350000 sec): 3 clusters
  Score: Raw -899616.285348 + Penalty 3013.735868 = -896602.549480
  nChanged 59
		SP:Iteration 18Q (112939.570000 sec): 3 clusters
  Score: Raw -899630.167162 + Penalty 3013.735868 = -896616.431293
  nChanged 53
		SP:Iteration 19Q (112939.780000 sec): 3 clusters
  Score: Raw -899640.398432 + Penalty 3013.735868 = -896626.662564
  nChanged 45
		SP:Iteration 20F (112940.000000 sec): 3 clusters
  Score: Raw -899648.994625 + Penalty 3013.735868 = -896635.258756
  nChanged 34
		SP:Iteration 21Q (112940.220000 sec): 3 clusters
  Score: Raw -899656.574680 + Penalty 3013.735868 = -896642.838812
  nChanged 32
		SP:Iteration 22Q (112940.440000 sec): 3 clusters
  Score: Raw -899660.973163 + Penalty 3013.735868 = -896647.237295
  nChanged 23
		SP:Iteration 23Q (112940.650000 sec): 3 clusters
  Score: Raw -899663.627869 + Penalty 3013.735868 = -896649.892001
  nChanged 18
		SP:Iteration 24Q (112940.870000 sec): 3 clusters
  Score: Raw -899665.911576 + Penalty 3013.735868 = -896652.175707
  nChanged 23
		SP:Iteration 25Q (112941.080000 sec): 3 clusters
  Score: Raw -899668.807566 + Penalty 3013.735868 = -896655.071697
  nChanged 13
		SP:Iteration 26Q (112941.300000 sec): 3 clusters
  Score: Raw -899670.215443 + Penalty 3013.735868 = -896656.479574
  nChanged 8
		SP:Iteration 27Q (112941.520000 sec): 3 clusters
  Score: Raw -899671.466218 + Penalty 3013.735868 = -896657.730349
  nChanged 4
		SP:Iteration 28Q (112941.730000 sec): 3 clusters
  Score: Raw -899671.595664 + Penalty 3013.735868 = -896657.859796
  nChanged 0
		SP:Iteration 29F (112941.950000 sec): 3 clusters
  Score: Raw -899671.595664 + Penalty 3013.735868 = -896657.859796
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (6051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112942.070000 sec): 2 clusters
  Score: Raw -485727.432186 + Penalty 1415.046559 = -484312.385626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112942.260000 sec): 3 clusters
  Score: Raw -482564.927310 + Penalty 2830.093119 = -479734.834191
  nChanged 2549
		SP:Iteration 1F (112942.450000 sec): 3 clusters
  Score: Raw -484407.827693 + Penalty 2830.093119 = -481577.734574
  nChanged 524
		SP:Iteration 2F (112942.670000 sec): 3 clusters
  Score: Raw -484863.063464 + Penalty 2830.093119 = -482032.970346
  nChanged 464
		SP:Iteration 3F (112942.880000 sec): 3 clusters
  Score: Raw -485194.149507 + Penalty 2830.093119 = -482364.056389
  nChanged 341
		SP:Iteration 4F (112943.040000 sec): 3 clusters
  Score: Raw -485451.352829 + Penalty 2830.093119 = -482621.259710
  nChanged 290
		SP:Iteration 5Q (112943.210000 sec): 3 clusters
  Score: Raw -485650.770371 + Penalty 2830.093119 = -482820.677253
  nChanged 236
		SP:Iteration 6Q (112943.380000 sec): 3 clusters
  Score: Raw -485788.123107 + Penalty 2830.093119 = -482958.029988
  nChanged 167
		SP:Iteration 7Q (112943.550000 sec): 3 clusters
  Score: Raw -485877.140555 + Penalty 2830.093119 = -483047.047437
  nChanged 142
		SP:Iteration 8Q (112943.720000 sec): 3 clusters
  Score: Raw -485958.491908 + Penalty 2830.093119 = -483128.398789
  nChanged 137
		SP:Iteration 9Q (112943.880000 sec): 3 clusters
  Score: Raw -486034.801406 + Penalty 2830.093119 = -483204.708287
  nChanged 150
		SP:Iteration 10Q (112944.050000 sec): 3 clusters
  Score: Raw -486123.118198 + Penalty 2830.093119 = -483293.025079
  nChanged 132
		SP:Iteration 11Q (112944.210000 sec): 3 clusters
  Score: Raw -486200.710463 + Penalty 2830.093119 = -483370.617344
  nChanged 136
		SP:Iteration 12Q (112944.380000 sec): 3 clusters
  Score: Raw -486285.533756 + Penalty 2830.093119 = -483455.440637
  nChanged 159
		SP:Iteration 13Q (112944.540000 sec): 3 clusters
  Score: Raw -486404.041373 + Penalty 2830.093119 = -483573.948255
  nChanged 177
		SP:Iteration 14Q (112944.710000 sec): 3 clusters
  Score: Raw -486541.588117 + Penalty 2830.093119 = -483711.494999
  nChanged 197
		SP:Iteration 15Q (112944.880000 sec): 3 clusters
  Score: Raw -486686.265375 + Penalty 2830.093119 = -483856.172257
  nChanged 178
		SP:Iteration 16Q (112945.040000 sec): 3 clusters
  Score: Raw -486807.998492 + Penalty 2830.093119 = -483977.905374
  nChanged 145
		SP:Iteration 17Q (112945.210000 sec): 3 clusters
  Score: Raw -486910.460767 + Penalty 2830.093119 = -484080.367648
  nChanged 148
		SP:Iteration 18Q (112945.380000 sec): 3 clusters
  Score: Raw -487024.012709 + Penalty 2830.093119 = -484193.919590
  nChanged 111
		SP:Iteration 19Q (112945.480000 sec): 3 clusters
  Score: Raw -487089.932457 + Penalty 2830.093119 = -484259.839338
  nChanged 86
		SP:Iteration 20F (112945.580000 sec): 3 clusters
  Score: Raw -487127.743413 + Penalty 2830.093119 = -484297.650294
  nChanged 51
		SP:Iteration 21Q (112945.760000 sec): 3 clusters
  Score: Raw -487145.216700 + Penalty 2830.093119 = -484315.123581
  nChanged 38
		SP:Iteration 22Q (112945.920000 sec): 3 clusters
  Score: Raw -487160.783783 + Penalty 2830.093119 = -484330.690665
  nChanged 33
		SP:Iteration 23Q (112946.140000 sec): 3 clusters
  Score: Raw -487182.148423 + Penalty 2830.093119 = -484352.055304
  nChanged 43
		SP:Iteration 24Q (112946.300000 sec): 3 clusters
  Score: Raw -487203.519216 + Penalty 2830.093119 = -484373.426098
  nChanged 34
		SP:Iteration 25Q (112946.460000 sec): 3 clusters
  Score: Raw -487215.840188 + Penalty 2830.093119 = -484385.747069
  nChanged 31
		SP:Iteration 26Q (112946.630000 sec): 3 clusters
  Score: Raw -487226.029990 + Penalty 2830.093119 = -484395.936871
  nChanged 22
		SP:Iteration 27Q (112946.800000 sec): 3 clusters
  Score: Raw -487230.463207 + Penalty 2830.093119 = -484400.370088
  nChanged 10
		SP:Iteration 28Q (112946.960000 sec): 3 clusters
  Score: Raw -487232.541322 + Penalty 2830.093119 = -484402.448203
  nChanged 5
		SP:Iteration 29Q (112947.130000 sec): 3 clusters
  Score: Raw -487233.921791 + Penalty 2830.093119 = -484403.828672
  nChanged 7
		SP:Iteration 30Q (112947.280000 sec): 3 clusters
  Score: Raw -487235.449852 + Penalty 2830.093119 = -484405.356733
  nChanged 5
		SP:Iteration 31Q (112947.380000 sec): 3 clusters
  Score: Raw -487235.954432 + Penalty 2830.093119 = -484405.861313
  nChanged 1
		SP:Iteration 32Q (112947.480000 sec): 3 clusters
  Score: Raw -487236.095353 + Penalty 2830.093119 = -484406.002234
  nChanged 2
		SP:Iteration 33Q (112947.570000 sec): 3 clusters
  Score: Raw -487236.541203 + Penalty 2830.093119 = -484406.448084
  nChanged 2
		SP:Iteration 34Q (112947.750000 sec): 3 clusters
  Score: Raw -487236.711346 + Penalty 2830.093119 = -484406.618227
  nChanged 0
		SP:Iteration 35F (112947.920000 sec): 3 clusters
  Score: Raw -487236.711346 + Penalty 2830.093119 = -484406.618227
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (11560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112948.080000 sec): 2 clusters
  Score: Raw -972667.878254 + Penalty 1520.237248 = -971147.641006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112948.310000 sec): 3 clusters
  Score: Raw -966123.805247 + Penalty 3040.474496 = -963083.330751
  nChanged 4994
		SP:Iteration 1F (112948.570000 sec): 3 clusters
  Score: Raw -968904.765105 + Penalty 3040.474496 = -965864.290608
  nChanged 822
		SP:Iteration 2F (112948.820000 sec): 3 clusters
  Score: Raw -969334.358881 + Penalty 3040.474496 = -966293.884385
  nChanged 718
		SP:Iteration 3F (112949.080000 sec): 3 clusters
  Score: Raw -969755.531388 + Penalty 3040.474496 = -966715.056892
  nChanged 715
		SP:Iteration 4F (112949.330000 sec): 3 clusters
  Score: Raw -970178.952497 + Penalty 3040.474496 = -967138.478001
  nChanged 676
		SP:Iteration 5F (112949.590000 sec): 3 clusters
  Score: Raw -970551.612584 + Penalty 3040.474496 = -967511.138088
  nChanged 618
		SP:Iteration 6F (112949.800000 sec): 3 clusters
  Score: Raw -970884.741054 + Penalty 3040.474496 = -967844.266557
  nChanged 525
		SP:Iteration 7Q (112950.000000 sec): 3 clusters
  Score: Raw -971126.167256 + Penalty 3040.474496 = -968085.692760
  nChanged 400
		SP:Iteration 8Q (112950.210000 sec): 3 clusters
  Score: Raw -971294.787796 + Penalty 3040.474496 = -968254.313300
  nChanged 361
		SP:Iteration 9Q (112950.420000 sec): 3 clusters
  Score: Raw -971459.236518 + Penalty 3040.474496 = -968418.762022
  nChanged 335
		SP:Iteration 10Q (112950.640000 sec): 3 clusters
  Score: Raw -971596.804470 + Penalty 3040.474496 = -968556.329973
  nChanged 282
		SP:Iteration 11Q (112950.850000 sec): 3 clusters
  Score: Raw -971709.634191 + Penalty 3040.474496 = -968669.159695
  nChanged 281
		SP:Iteration 12Q (112951.030000 sec): 3 clusters
  Score: Raw -971823.214791 + Penalty 3040.474496 = -968782.740295
  nChanged 250
		SP:Iteration 13Q (112951.280000 sec): 3 clusters
  Score: Raw -971922.338097 + Penalty 3040.474496 = -968881.863600
  nChanged 233
		SP:Iteration 14Q (112951.490000 sec): 3 clusters
  Score: Raw -972015.410793 + Penalty 3040.474496 = -968974.936297
  nChanged 224
		SP:Iteration 15Q (112951.700000 sec): 3 clusters
  Score: Raw -972107.227664 + Penalty 3040.474496 = -969066.753168
  nChanged 205
		SP:Iteration 16Q (112951.910000 sec): 3 clusters
  Score: Raw -972204.598656 + Penalty 3040.474496 = -969164.124160
  nChanged 212
		SP:Iteration 17Q (112952.170000 sec): 3 clusters
  Score: Raw -972317.286550 + Penalty 3040.474496 = -969276.812054
  nChanged 246
		SP:Iteration 18Q (112952.430000 sec): 3 clusters
  Score: Raw -972443.241782 + Penalty 3040.474496 = -969402.767286
  nChanged 236
		SP:Iteration 19Q (112952.690000 sec): 3 clusters
  Score: Raw -972584.149714 + Penalty 3040.474496 = -969543.675218
  nChanged 252
		SP:Iteration 20F (112952.900000 sec): 3 clusters
  Score: Raw -972771.044344 + Penalty 3040.474496 = -969730.569847
  nChanged 270
		SP:Iteration 21Q (112953.110000 sec): 3 clusters
  Score: Raw -972947.893600 + Penalty 3040.474496 = -969907.419104
  nChanged 215
		SP:Iteration 22Q (112953.330000 sec): 3 clusters
  Score: Raw -973073.018444 + Penalty 3040.474496 = -970032.543947
  nChanged 193
		SP:Iteration 23Q (112953.480000 sec): 3 clusters
  Score: Raw -973181.944297 + Penalty 3040.474496 = -970141.469801
  nChanged 178
		SP:Iteration 24Q (112953.720000 sec): 3 clusters
  Score: Raw -973283.520962 + Penalty 3040.474496 = -970243.046466
  nChanged 179
		SP:Iteration 25Q (112953.980000 sec): 3 clusters
  Score: Raw -973384.326381 + Penalty 3040.474496 = -970343.851885
  nChanged 158
		SP:Iteration 26Q (112954.230000 sec): 3 clusters
  Score: Raw -973473.642612 + Penalty 3040.474496 = -970433.168115
  nChanged 143
		SP:Iteration 27Q (112954.460000 sec): 3 clusters
  Score: Raw -973552.657922 + Penalty 3040.474496 = -970512.183426
  nChanged 127
		SP:Iteration 28Q (112954.620000 sec): 3 clusters
  Score: Raw -973625.182298 + Penalty 3040.474496 = -970584.707802
  nChanged 130
		SP:Iteration 29Q (112954.780000 sec): 3 clusters
  Score: Raw -973713.539620 + Penalty 3040.474496 = -970673.065124
  nChanged 144
		SP:Iteration 30Q (112954.940000 sec): 3 clusters
  Score: Raw -973823.201343 + Penalty 3040.474496 = -970782.726847
  nChanged 132
		SP:Iteration 31Q (112955.120000 sec): 3 clusters
  Score: Raw -973926.767178 + Penalty 3040.474496 = -970886.292682
  nChanged 117
		SP:Iteration 32Q (112955.290000 sec): 3 clusters
  Score: Raw -974011.808682 + Penalty 3040.474496 = -970971.334186
  nChanged 104
		SP:Iteration 33Q (112955.440000 sec): 3 clusters
  Score: Raw -974098.462852 + Penalty 3040.474496 = -971057.988356
  nChanged 88
		SP:Iteration 34Q (112955.720000 sec): 3 clusters
  Score: Raw -974170.931528 + Penalty 3040.474496 = -971130.457032
  nChanged 89
		SP:Iteration 35Q (112955.980000 sec): 3 clusters
  Score: Raw -974238.697702 + Penalty 3040.474496 = -971198.223205
  nChanged 86
		SP:Iteration 36Q (112956.230000 sec): 3 clusters
  Score: Raw -974324.024457 + Penalty 3040.474496 = -971283.549960
  nChanged 73
		SP:Iteration 37Q (112956.490000 sec): 3 clusters
  Score: Raw -974390.554504 + Penalty 3040.474496 = -971350.080008
  nChanged 76
		SP:Iteration 38Q (112956.750000 sec): 3 clusters
  Score: Raw -974432.436462 + Penalty 3040.474496 = -971391.961966
  nChanged 50
		SP:Iteration 39Q (112956.980000 sec): 3 clusters
  Score: Raw -974459.746982 + Penalty 3040.474496 = -971419.272485
  nChanged 36
		SP:Iteration 40F (112957.270000 sec): 3 clusters
  Score: Raw -974475.407254 + Penalty 3040.474496 = -971434.932758
  nChanged 35
		SP:Iteration 41Q (112957.450000 sec): 3 clusters
  Score: Raw -974487.341304 + Penalty 3040.474496 = -971446.866808
  nChanged 19
		SP:Iteration 42Q (112957.700000 sec): 3 clusters
  Score: Raw -974493.549581 + Penalty 3040.474496 = -971453.075085
  nChanged 18
		SP:Iteration 43Q (112957.960000 sec): 3 clusters
  Score: Raw -974499.688490 + Penalty 3040.474496 = -971459.213994
  nChanged 23
		SP:Iteration 44Q (112958.120000 sec): 3 clusters
  Score: Raw -974505.657977 + Penalty 3040.474496 = -971465.183481
  nChanged 12
		SP:Iteration 45Q (112958.290000 sec): 3 clusters
  Score: Raw -974508.775574 + Penalty 3040.474496 = -971468.301078
  nChanged 10
		SP:Iteration 46Q (112958.460000 sec): 3 clusters
  Score: Raw -974511.346564 + Penalty 3040.474496 = -971470.872068
  nChanged 9
		SP:Iteration 47Q (112958.620000 sec): 3 clusters
  Score: Raw -974513.609964 + Penalty 3040.474496 = -971473.135468
  nChanged 9
		SP:Iteration 48Q (112958.790000 sec): 3 clusters
  Score: Raw -974515.767235 + Penalty 3040.474496 = -971475.292739
  nChanged 6
		SP:Iteration 49Q (112958.960000 sec): 3 clusters
  Score: Raw -974516.922357 + Penalty 3040.474496 = -971476.447861
  nChanged 1
		SP:Iteration 50Q (112959.190000 sec): 3 clusters
  Score: Raw -974517.255501 + Penalty 3040.474496 = -971476.781004
  nChanged 1
		SP:Iteration 51Q (112959.490000 sec): 3 clusters
  Score: Raw -974517.406236 + Penalty 3040.474496 = -971476.931740
  nChanged 1
		SP:Iteration 52Q (112959.710000 sec): 3 clusters
  Score: Raw -974517.493256 + Penalty 3040.474496 = -971477.018760
  nChanged 0
		SP:Iteration 53F (112959.970000 sec): 3 clusters
  Score: Raw -974517.493256 + Penalty 3040.474496 = -971477.018760
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (11584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112960.100000 sec): 2 clusters
  Score: Raw -884163.386579 + Penalty 1520.574269 = -882642.812310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112960.360000 sec): 3 clusters
  Score: Raw -877637.916279 + Penalty 3041.148537 = -874596.767742
  nChanged 5090
		SP:Iteration 1F (112960.650000 sec): 3 clusters
  Score: Raw -880762.559325 + Penalty 3041.148537 = -877721.410787
  nChanged 928
		SP:Iteration 2F (112960.880000 sec): 3 clusters
  Score: Raw -881421.041961 + Penalty 3041.148537 = -878379.893424
  nChanged 868
		SP:Iteration 3F (112961.090000 sec): 3 clusters
  Score: Raw -882027.209352 + Penalty 3041.148537 = -878986.060815
  nChanged 779
		SP:Iteration 4F (112961.340000 sec): 3 clusters
  Score: Raw -882556.199725 + Penalty 3041.148537 = -879515.051187
  nChanged 655
		SP:Iteration 5F (112961.590000 sec): 3 clusters
  Score: Raw -883011.321974 + Penalty 3041.148537 = -879970.173437
  nChanged 616
		SP:Iteration 6F (112961.850000 sec): 3 clusters
  Score: Raw -883439.181520 + Penalty 3041.148537 = -880398.032982
  nChanged 523
		SP:Iteration 7Q (112962.020000 sec): 3 clusters
  Score: Raw -883751.077310 + Penalty 3041.148537 = -880709.928772
  nChanged 441
		SP:Iteration 8Q (112962.190000 sec): 3 clusters
  Score: Raw -884009.443185 + Penalty 3041.148537 = -880968.294647
  nChanged 372
		SP:Iteration 9Q (112962.410000 sec): 3 clusters
  Score: Raw -884202.702006 + Penalty 3041.148537 = -881161.553469
  nChanged 282
		SP:Iteration 10Q (112962.680000 sec): 3 clusters
  Score: Raw -884347.642467 + Penalty 3041.148537 = -881306.493930
  nChanged 264
		SP:Iteration 11Q (112962.970000 sec): 3 clusters
  Score: Raw -884463.470633 + Penalty 3041.148537 = -881422.322096
  nChanged 208
		SP:Iteration 12Q (112963.140000 sec): 3 clusters
  Score: Raw -884553.487045 + Penalty 3041.148537 = -881512.338508
  nChanged 193
		SP:Iteration 13Q (112963.450000 sec): 3 clusters
  Score: Raw -884637.861419 + Penalty 3041.148537 = -881596.712882
  nChanged 156
		SP:Iteration 14Q (112963.650000 sec): 3 clusters
  Score: Raw -884700.974109 + Penalty 3041.148537 = -881659.825571
  nChanged 145
		SP:Iteration 15Q (112963.910000 sec): 3 clusters
  Score: Raw -884750.413880 + Penalty 3041.148537 = -881709.265343
  nChanged 137
		SP:Iteration 16Q (112964.160000 sec): 3 clusters
  Score: Raw -884791.743412 + Penalty 3041.148537 = -881750.594874
  nChanged 108
		SP:Iteration 17Q (112964.410000 sec): 3 clusters
  Score: Raw -884822.385548 + Penalty 3041.148537 = -881781.237011
  nChanged 110
		SP:Iteration 18Q (112964.670000 sec): 3 clusters
  Score: Raw -884849.252524 + Penalty 3041.148537 = -881808.103987
  nChanged 105
		SP:Iteration 19Q (112964.870000 sec): 3 clusters
  Score: Raw -884870.757857 + Penalty 3041.148537 = -881829.609320
  nChanged 71
		SP:Iteration 20F (112965.130000 sec): 3 clusters
  Score: Raw -884886.872662 + Penalty 3041.148537 = -881845.724124
  nChanged 67
		SP:Iteration 21Q (112965.350000 sec): 3 clusters
  Score: Raw -884898.776976 + Penalty 3041.148537 = -881857.628439
  nChanged 47
		SP:Iteration 22Q (112965.520000 sec): 3 clusters
  Score: Raw -884908.192590 + Penalty 3041.148537 = -881867.044052
  nChanged 43
		SP:Iteration 23Q (112965.710000 sec): 3 clusters
  Score: Raw -884915.120906 + Penalty 3041.148537 = -881873.972369
  nChanged 41
		SP:Iteration 24Q (112965.880000 sec): 3 clusters
  Score: Raw -884921.848006 + Penalty 3041.148537 = -881880.699469
  nChanged 40
		SP:Iteration 25Q (112966.100000 sec): 3 clusters
  Score: Raw -884927.257537 + Penalty 3041.148537 = -881886.108999
  nChanged 26
		SP:Iteration 26Q (112966.330000 sec): 3 clusters
  Score: Raw -884930.737074 + Penalty 3041.148537 = -881889.588537
  nChanged 24
		SP:Iteration 27Q (112966.630000 sec): 3 clusters
  Score: Raw -884934.104524 + Penalty 3041.148537 = -881892.955987
  nChanged 15
		SP:Iteration 28Q (112966.800000 sec): 3 clusters
  Score: Raw -884935.619510 + Penalty 3041.148537 = -881894.470973
  nChanged 15
		SP:Iteration 29Q (112967.060000 sec): 3 clusters
  Score: Raw -884937.079363 + Penalty 3041.148537 = -881895.930826
  nChanged 9
		SP:Iteration 30Q (112967.270000 sec): 3 clusters
  Score: Raw -884938.037488 + Penalty 3041.148537 = -881896.888951
  nChanged 8
		SP:Iteration 31Q (112967.520000 sec): 3 clusters
  Score: Raw -884938.609185 + Penalty 3041.148537 = -881897.460648
  nChanged 2
		SP:Iteration 32Q (112967.780000 sec): 3 clusters
  Score: Raw -884938.697914 + Penalty 3041.148537 = -881897.549377
  nChanged 3
		SP:Iteration 33Q (112968.030000 sec): 3 clusters
  Score: Raw -884938.862532 + Penalty 3041.148537 = -881897.713994
  nChanged 3
		SP:Iteration 34Q (112968.290000 sec): 3 clusters
  Score: Raw -884938.983135 + Penalty 3041.148537 = -881897.834597
  nChanged 3
		SP:Iteration 35Q (112968.540000 sec): 3 clusters
  Score: Raw -884939.173506 + Penalty 3041.148537 = -881898.024969
  nChanged 4
		SP:Iteration 36Q (112968.790000 sec): 3 clusters
  Score: Raw -884939.373350 + Penalty 3041.148537 = -881898.224813
  nChanged 3
		SP:Iteration 37Q (112969.040000 sec): 3 clusters
  Score: Raw -884939.670579 + Penalty 3041.148537 = -881898.522042
  nChanged 7
		SP:Iteration 38Q (112969.340000 sec): 3 clusters
  Score: Raw -884940.361457 + Penalty 3041.148537 = -881899.212920
  nChanged 4
		SP:Iteration 39Q (112969.520000 sec): 3 clusters
  Score: Raw -884940.649726 + Penalty 3041.148537 = -881899.501188
  nChanged 1
		SP:Iteration 40F (112969.770000 sec): 3 clusters
  Score: Raw -884940.673375 + Penalty 3041.148537 = -881899.524838
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (9203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112969.900000 sec): 2 clusters
  Score: Raw -781935.990120 + Penalty 1483.183779 = -780452.806341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112970.160000 sec): 3 clusters
  Score: Raw -776776.301454 + Penalty 2966.367559 = -773809.933895
  nChanged 3959
		SP:Iteration 1F (112970.360000 sec): 3 clusters
  Score: Raw -779121.446095 + Penalty 2966.367559 = -776155.078536
  nChanged 758
		SP:Iteration 2F (112970.540000 sec): 3 clusters
  Score: Raw -779644.156570 + Penalty 2966.367559 = -776677.789011
  nChanged 741
		SP:Iteration 3F (112970.740000 sec): 3 clusters
  Score: Raw -780253.141677 + Penalty 2966.367559 = -777286.774118
  nChanged 732
		SP:Iteration 4F (112970.920000 sec): 3 clusters
  Score: Raw -780837.231702 + Penalty 2966.367559 = -777870.864144
  nChanged 587
		SP:Iteration 5F (112971.110000 sec): 3 clusters
  Score: Raw -781278.380271 + Penalty 2966.367559 = -778312.012712
  nChanged 466
		SP:Iteration 6F (112971.300000 sec): 3 clusters
  Score: Raw -781567.861022 + Penalty 2966.367559 = -778601.493463
  nChanged 346
		SP:Iteration 7Q (112971.490000 sec): 3 clusters
  Score: Raw -781760.601937 + Penalty 2966.367559 = -778794.234378
  nChanged 258
		SP:Iteration 8Q (112971.680000 sec): 3 clusters
  Score: Raw -781902.745174 + Penalty 2966.367559 = -778936.377615
  nChanged 204
		SP:Iteration 9Q (112971.880000 sec): 3 clusters
  Score: Raw -782012.851338 + Penalty 2966.367559 = -779046.483779
  nChanged 167
		SP:Iteration 10Q (112972.070000 sec): 3 clusters
  Score: Raw -782092.641039 + Penalty 2966.367559 = -779126.273480
  nChanged 122
		SP:Iteration 11Q (112972.260000 sec): 3 clusters
  Score: Raw -782149.085886 + Penalty 2966.367559 = -779182.718327
  nChanged 113
		SP:Iteration 12Q (112972.450000 sec): 3 clusters
  Score: Raw -782208.247977 + Penalty 2966.367559 = -779241.880418
  nChanged 109
		SP:Iteration 13Q (112972.640000 sec): 3 clusters
  Score: Raw -782259.589876 + Penalty 2966.367559 = -779293.222317
  nChanged 111
		SP:Iteration 14Q (112972.830000 sec): 3 clusters
  Score: Raw -782320.214245 + Penalty 2966.367559 = -779353.846686
  nChanged 106
		SP:Iteration 15Q (112973.030000 sec): 3 clusters
  Score: Raw -782382.362428 + Penalty 2966.367559 = -779415.994869
  nChanged 110
		SP:Iteration 16Q (112973.210000 sec): 3 clusters
  Score: Raw -782438.859998 + Penalty 2966.367559 = -779472.492439
  nChanged 95
		SP:Iteration 17Q (112973.390000 sec): 3 clusters
  Score: Raw -782479.639199 + Penalty 2966.367559 = -779513.271640
  nChanged 77
		SP:Iteration 18Q (112973.570000 sec): 3 clusters
  Score: Raw -782515.234886 + Penalty 2966.367559 = -779548.867327
  nChanged 78
		SP:Iteration 19Q (112973.740000 sec): 3 clusters
  Score: Raw -782548.749412 + Penalty 2966.367559 = -779582.381853
  nChanged 81
		SP:Iteration 20F (112973.910000 sec): 3 clusters
  Score: Raw -782583.298542 + Penalty 2966.367559 = -779616.930983
  nChanged 76
		SP:Iteration 21Q (112974.090000 sec): 3 clusters
  Score: Raw -782607.381408 + Penalty 2966.367559 = -779641.013849
  nChanged 51
		SP:Iteration 22Q (112974.270000 sec): 3 clusters
  Score: Raw -782626.594701 + Penalty 2966.367559 = -779660.227142
  nChanged 48
		SP:Iteration 23Q (112974.440000 sec): 3 clusters
  Score: Raw -782642.865781 + Penalty 2966.367559 = -779676.498222
  nChanged 51
		SP:Iteration 24Q (112974.630000 sec): 3 clusters
  Score: Raw -782658.074552 + Penalty 2966.367559 = -779691.706993
  nChanged 41
		SP:Iteration 25Q (112974.820000 sec): 3 clusters
  Score: Raw -782672.701491 + Penalty 2966.367559 = -779706.333932
  nChanged 41
		SP:Iteration 26Q (112975.010000 sec): 3 clusters
  Score: Raw -782685.234603 + Penalty 2966.367559 = -779718.867044
  nChanged 34
		SP:Iteration 27Q (112975.210000 sec): 3 clusters
  Score: Raw -782695.777319 + Penalty 2966.367559 = -779729.409760
  nChanged 23
		SP:Iteration 28Q (112975.390000 sec): 3 clusters
  Score: Raw -782704.181540 + Penalty 2966.367559 = -779737.813981
  nChanged 26
		SP:Iteration 29Q (112975.570000 sec): 3 clusters
  Score: Raw -782711.831586 + Penalty 2966.367559 = -779745.464027
  nChanged 14
		SP:Iteration 30Q (112975.740000 sec): 3 clusters
  Score: Raw -782715.881671 + Penalty 2966.367559 = -779749.514112
  nChanged 15
		SP:Iteration 31Q (112975.920000 sec): 3 clusters
  Score: Raw -782720.442239 + Penalty 2966.367559 = -779754.074680
  nChanged 18
		SP:Iteration 32Q (112976.090000 sec): 3 clusters
  Score: Raw -782725.810043 + Penalty 2966.367559 = -779759.442484
  nChanged 21
		SP:Iteration 33Q (112976.280000 sec): 3 clusters
  Score: Raw -782732.543401 + Penalty 2966.367559 = -779766.175842
  nChanged 24
		SP:Iteration 34Q (112976.470000 sec): 3 clusters
  Score: Raw -782741.705133 + Penalty 2966.367559 = -779775.337574
  nChanged 27
		SP:Iteration 35Q (112976.660000 sec): 3 clusters
  Score: Raw -782750.535034 + Penalty 2966.367559 = -779784.167475
  nChanged 22
		SP:Iteration 36Q (112976.800000 sec): 3 clusters
  Score: Raw -782757.269577 + Penalty 2966.367559 = -779790.902018
  nChanged 16
		SP:Iteration 37Q (112976.940000 sec): 3 clusters
  Score: Raw -782761.981510 + Penalty 2966.367559 = -779795.613951
  nChanged 11
		SP:Iteration 38Q (112977.120000 sec): 3 clusters
  Score: Raw -782764.525364 + Penalty 2966.367559 = -779798.157805
  nChanged 11
		SP:Iteration 39Q (112977.310000 sec): 3 clusters
  Score: Raw -782767.893875 + Penalty 2966.367559 = -779801.526316
  nChanged 5
		SP:Iteration 40F (112977.500000 sec): 3 clusters
  Score: Raw -782769.327385 + Penalty 2966.367559 = -779802.959826
  nChanged 7
		SP:Iteration 41Q (112977.640000 sec): 3 clusters
  Score: Raw -782770.989355 + Penalty 2966.367559 = -779804.621796
  nChanged 9
		SP:Iteration 42Q (112977.760000 sec): 3 clusters
  Score: Raw -782773.644431 + Penalty 2966.367559 = -779807.276872
  nChanged 6
		SP:Iteration 43Q (112977.900000 sec): 3 clusters
  Score: Raw -782774.719306 + Penalty 2966.367559 = -779808.351747
  nChanged 6
		SP:Iteration 44Q (112978.100000 sec): 3 clusters
  Score: Raw -782775.788933 + Penalty 2966.367559 = -779809.421374
  nChanged 7
		SP:Iteration 45Q (112978.290000 sec): 3 clusters
  Score: Raw -782777.045764 + Penalty 2966.367559 = -779810.678205
  nChanged 6
		SP:Iteration 46Q (112978.480000 sec): 3 clusters
  Score: Raw -782778.384069 + Penalty 2966.367559 = -779812.016510
  nChanged 2
		SP:Iteration 47Q (112978.670000 sec): 3 clusters
  Score: Raw -782778.778983 + Penalty 2966.367559 = -779812.411424
  nChanged 3
		SP:Iteration 48Q (112978.860000 sec): 3 clusters
  Score: Raw -782779.126325 + Penalty 2966.367559 = -779812.758766
  nChanged 2
		SP:Iteration 49Q (112979.050000 sec): 3 clusters
  Score: Raw -782779.309325 + Penalty 2966.367559 = -779812.941766
  nChanged 1
		SP:Iteration 50Q (112979.230000 sec): 3 clusters
  Score: Raw -782779.506660 + Penalty 2966.367559 = -779813.139101
  nChanged 1
		SP:Iteration 51Q (112979.430000 sec): 3 clusters
  Score: Raw -782779.915059 + Penalty 2966.367559 = -779813.547500
  nChanged 2
		SP:Iteration 52Q (112979.620000 sec): 3 clusters
  Score: Raw -782780.469616 + Penalty 2966.367559 = -779814.102057
  nChanged 1
		SP:Iteration 53Q (112979.810000 sec): 3 clusters
  Score: Raw -782780.566846 + Penalty 2966.367559 = -779814.199287
  nChanged 1
		SP:Iteration 54Q (112980.000000 sec): 3 clusters
  Score: Raw -782780.749443 + Penalty 2966.367559 = -779814.381884
  nChanged 2
		SP:Iteration 55Q (112980.190000 sec): 3 clusters
  Score: Raw -782781.175110 + Penalty 2966.367559 = -779814.807551
  nChanged 3
		SP:Iteration 56Q (112980.380000 sec): 3 clusters
  Score: Raw -782782.140283 + Penalty 2966.367559 = -779815.772724
  nChanged 4
		SP:Iteration 57Q (112980.500000 sec): 3 clusters
  Score: Raw -782782.891310 + Penalty 2966.367559 = -779816.523751
  nChanged 1
		SP:Iteration 58Q (112980.720000 sec): 3 clusters
  Score: Raw -782783.323271 + Penalty 2966.367559 = -779816.955712
  nChanged 4
		SP:Iteration 59Q (112980.910000 sec): 3 clusters
  Score: Raw -782783.820310 + Penalty 2966.367559 = -779817.452751
  nChanged 4
		SP:Iteration 60F (112981.100000 sec): 3 clusters
  Score: Raw -782784.290211 + Penalty 2966.367559 = -779817.922652
  nChanged 5
		SP:Iteration 61Q (112981.380000 sec): 3 clusters
  Score: Raw -782785.115849 + Penalty 2966.367559 = -779818.748290
  nChanged 5
		SP:Iteration 62Q (112981.530000 sec): 3 clusters
  Score: Raw -782785.896764 + Penalty 2966.367559 = -779819.529205
  nChanged 2
		SP:Iteration 63Q (112981.760000 sec): 3 clusters
  Score: Raw -782786.511625 + Penalty 2966.367559 = -779820.144067
  nChanged 3
		SP:Iteration 64Q (112981.970000 sec): 3 clusters
  Score: Raw -782787.991042 + Penalty 2966.367559 = -779821.623483
  nChanged 4
		SP:Iteration 65Q (112982.120000 sec): 3 clusters
  Score: Raw -782789.103316 + Penalty 2966.367559 = -779822.735757
  nChanged 5
		SP:Iteration 66Q (112982.290000 sec): 3 clusters
  Score: Raw -782790.842366 + Penalty 2966.367559 = -779824.474807
  nChanged 4
		SP:Iteration 67Q (112982.460000 sec): 3 clusters
  Score: Raw -782791.755460 + Penalty 2966.367559 = -779825.387901
  nChanged 3
		SP:Iteration 68Q (112982.640000 sec): 3 clusters
  Score: Raw -782792.487014 + Penalty 2966.367559 = -779826.119455
  nChanged 4
		SP:Iteration 69Q (112982.820000 sec): 3 clusters
  Score: Raw -782793.529559 + Penalty 2966.367559 = -779827.162000
  nChanged 3
		SP:Iteration 70Q (112983.000000 sec): 3 clusters
  Score: Raw -782794.001756 + Penalty 2966.367559 = -779827.634197
  nChanged 3
		SP:Iteration 71Q (112983.220000 sec): 3 clusters
  Score: Raw -782794.320437 + Penalty 2966.367559 = -779827.952878
  nChanged 3
		SP:Iteration 72Q (112983.370000 sec): 3 clusters
  Score: Raw -782794.916346 + Penalty 2966.367559 = -779828.548787
  nChanged 2
		SP:Iteration 73Q (112983.590000 sec): 3 clusters
  Score: Raw -782795.136542 + Penalty 2966.367559 = -779828.768983
  nChanged 3
		SP:Iteration 74Q (112983.720000 sec): 3 clusters
  Score: Raw -782795.474062 + Penalty 2966.367559 = -779829.106503
  nChanged 1
		SP:Iteration 75Q (112983.850000 sec): 3 clusters
  Score: Raw -782795.659187 + Penalty 2966.367559 = -779829.291628
  nChanged 0
		SP:Iteration 76F (112983.980000 sec): 3 clusters
  Score: Raw -782795.659187 + Penalty 2966.367559 = -779829.291628
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (9758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112984.110000 sec): 2 clusters
  Score: Raw -801509.012350 + Penalty 1492.699445 = -800016.312905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112984.360000 sec): 3 clusters
  Score: Raw -796042.292100 + Penalty 2985.398891 = -793056.893210
  nChanged 4179
		SP:Iteration 1F (112984.610000 sec): 3 clusters
  Score: Raw -798867.313552 + Penalty 2985.398891 = -795881.914662
  nChanged 930
		SP:Iteration 2F (112984.800000 sec): 3 clusters
  Score: Raw -799669.218008 + Penalty 2985.398891 = -796683.819118
  nChanged 847
		SP:Iteration 3F (112985.030000 sec): 3 clusters
  Score: Raw -800407.500627 + Penalty 2985.398891 = -797422.101736
  nChanged 684
		SP:Iteration 4F (112985.260000 sec): 3 clusters
  Score: Raw -800972.159471 + Penalty 2985.398891 = -797986.760580
  nChanged 526
		SP:Iteration 5F (112985.480000 sec): 3 clusters
  Score: Raw -801369.489427 + Penalty 2985.398891 = -798384.090537
  nChanged 462
		SP:Iteration 6Q (112985.710000 sec): 3 clusters
  Score: Raw -801674.972246 + Penalty 2985.398891 = -798689.573355
  nChanged 357
		SP:Iteration 7Q (112985.940000 sec): 3 clusters
  Score: Raw -801884.012022 + Penalty 2985.398891 = -798898.613131
  nChanged 282
		SP:Iteration 8Q (112986.160000 sec): 3 clusters
  Score: Raw -802041.081977 + Penalty 2985.398891 = -799055.683087
  nChanged 238
		SP:Iteration 9Q (112986.310000 sec): 3 clusters
  Score: Raw -802156.413129 + Penalty 2985.398891 = -799171.014238
  nChanged 199
		SP:Iteration 10Q (112986.460000 sec): 3 clusters
  Score: Raw -802248.542740 + Penalty 2985.398891 = -799263.143850
  nChanged 181
		SP:Iteration 11Q (112986.690000 sec): 3 clusters
  Score: Raw -802329.933532 + Penalty 2985.398891 = -799344.534641
  nChanged 155
		SP:Iteration 12Q (112986.920000 sec): 3 clusters
  Score: Raw -802394.331230 + Penalty 2985.398891 = -799408.932340
  nChanged 114
		SP:Iteration 13Q (112987.140000 sec): 3 clusters
  Score: Raw -802431.380404 + Penalty 2985.398891 = -799445.981514
  nChanged 99
		SP:Iteration 14Q (112987.370000 sec): 3 clusters
  Score: Raw -802459.477124 + Penalty 2985.398891 = -799474.078233
  nChanged 81
		SP:Iteration 15Q (112987.600000 sec): 3 clusters
  Score: Raw -802481.838939 + Penalty 2985.398891 = -799496.440048
  nChanged 66
		SP:Iteration 16Q (112987.820000 sec): 3 clusters
  Score: Raw -802501.719643 + Penalty 2985.398891 = -799516.320752
  nChanged 86
		SP:Iteration 17Q (112988.050000 sec): 3 clusters
  Score: Raw -802521.388278 + Penalty 2985.398891 = -799535.989387
  nChanged 61
		SP:Iteration 18Q (112988.190000 sec): 3 clusters
  Score: Raw -802533.727599 + Penalty 2985.398891 = -799548.328708
  nChanged 51
		SP:Iteration 19Q (112988.340000 sec): 3 clusters
  Score: Raw -802545.320804 + Penalty 2985.398891 = -799559.921914
  nChanged 55
		SP:Iteration 20F (112988.570000 sec): 3 clusters
  Score: Raw -802557.337270 + Penalty 2985.398891 = -799571.938379
  nChanged 60
		SP:Iteration 21Q (112988.790000 sec): 3 clusters
  Score: Raw -802571.869823 + Penalty 2985.398891 = -799586.470932
  nChanged 58
		SP:Iteration 22Q (112988.940000 sec): 3 clusters
  Score: Raw -802584.319427 + Penalty 2985.398891 = -799598.920536
  nChanged 47
		SP:Iteration 23Q (112989.090000 sec): 3 clusters
  Score: Raw -802594.854071 + Penalty 2985.398891 = -799609.455180
  nChanged 43
		SP:Iteration 24Q (112989.240000 sec): 3 clusters
  Score: Raw -802601.644338 + Penalty 2985.398891 = -799616.245447
  nChanged 29
		SP:Iteration 25Q (112989.490000 sec): 3 clusters
  Score: Raw -802605.386425 + Penalty 2985.398891 = -799619.987535
  nChanged 15
		SP:Iteration 26Q (112989.720000 sec): 3 clusters
  Score: Raw -802607.646488 + Penalty 2985.398891 = -799622.247597
  nChanged 19
		SP:Iteration 27Q (112989.940000 sec): 3 clusters
  Score: Raw -802610.504407 + Penalty 2985.398891 = -799625.105516
  nChanged 17
		SP:Iteration 28Q (112990.160000 sec): 3 clusters
  Score: Raw -802614.205027 + Penalty 2985.398891 = -799628.806136
  nChanged 23
		SP:Iteration 29Q (112990.380000 sec): 3 clusters
  Score: Raw -802617.533820 + Penalty 2985.398891 = -799632.134929
  nChanged 21
		SP:Iteration 30Q (112990.610000 sec): 3 clusters
  Score: Raw -802620.708753 + Penalty 2985.398891 = -799635.309862
  nChanged 19
		SP:Iteration 31Q (112990.830000 sec): 3 clusters
  Score: Raw -802622.977069 + Penalty 2985.398891 = -799637.578179
  nChanged 12
		SP:Iteration 32Q (112991.060000 sec): 3 clusters
  Score: Raw -802624.454572 + Penalty 2985.398891 = -799639.055681
  nChanged 10
		SP:Iteration 33Q (112991.280000 sec): 3 clusters
  Score: Raw -802625.697226 + Penalty 2985.398891 = -799640.298336
  nChanged 7
		SP:Iteration 34Q (112991.420000 sec): 3 clusters
  Score: Raw -802626.428886 + Penalty 2985.398891 = -799641.029996
  nChanged 9
		SP:Iteration 35Q (112991.580000 sec): 3 clusters
  Score: Raw -802627.657115 + Penalty 2985.398891 = -799642.258224
  nChanged 8
		SP:Iteration 36Q (112991.810000 sec): 3 clusters
  Score: Raw -802629.390327 + Penalty 2985.398891 = -799643.991436
  nChanged 10
		SP:Iteration 37Q (112992.090000 sec): 3 clusters
  Score: Raw -802630.935012 + Penalty 2985.398891 = -799645.536122
  nChanged 7
		SP:Iteration 38Q (112992.310000 sec): 3 clusters
  Score: Raw -802632.513466 + Penalty 2985.398891 = -799647.114575
  nChanged 10
		SP:Iteration 39Q (112992.540000 sec): 3 clusters
  Score: Raw -802634.377418 + Penalty 2985.398891 = -799648.978527
  nChanged 4
		SP:Iteration 40F (112992.760000 sec): 3 clusters
  Score: Raw -802634.865616 + Penalty 2985.398891 = -799649.466725
  nChanged 11
		SP:Iteration 41Q (112992.990000 sec): 3 clusters
  Score: Raw -802636.172612 + Penalty 2985.398891 = -799650.773721
  nChanged 6
		SP:Iteration 42Q (112993.140000 sec): 3 clusters
  Score: Raw -802637.287325 + Penalty 2985.398891 = -799651.888435
  nChanged 12
		SP:Iteration 43Q (112993.400000 sec): 3 clusters
  Score: Raw -802638.945769 + Penalty 2985.398891 = -799653.546879
  nChanged 3
		SP:Iteration 44Q (112993.590000 sec): 3 clusters
  Score: Raw -802639.236149 + Penalty 2985.398891 = -799653.837258
  nChanged 6
		SP:Iteration 45Q (112993.820000 sec): 3 clusters
  Score: Raw -802639.980892 + Penalty 2985.398891 = -799654.582002
  nChanged 3
		SP:Iteration 46Q (112994.060000 sec): 3 clusters
  Score: Raw -802640.411333 + Penalty 2985.398891 = -799655.012442
  nChanged 2
		SP:Iteration 47Q (112994.290000 sec): 3 clusters
  Score: Raw -802640.648967 + Penalty 2985.398891 = -799655.250076
  nChanged 1
		SP:Iteration 48Q (112994.520000 sec): 3 clusters
  Score: Raw -802640.731804 + Penalty 2985.398891 = -799655.332914
  nChanged 2
		SP:Iteration 49Q (112994.750000 sec): 3 clusters
  Score: Raw -802640.941981 + Penalty 2985.398891 = -799655.543091
  nChanged 1
		SP:Iteration 50Q (112994.980000 sec): 3 clusters
  Score: Raw -802641.011380 + Penalty 2985.398891 = -799655.612490
  nChanged 0
		SP:Iteration 51F (112995.210000 sec): 3 clusters
  Score: Raw -802641.011380 + Penalty 2985.398891 = -799655.612490
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (12611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (112995.390000 sec): 2 clusters
  Score: Raw -1145479.928228 + Penalty 1534.377768 = -1143945.550460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (112995.640000 sec): 3 clusters
  Score: Raw -1138219.153884 + Penalty 3068.755537 = -1135150.398348
  nChanged 5583
		SP:Iteration 1F (112995.880000 sec): 3 clusters
  Score: Raw -1141846.492781 + Penalty 3068.755537 = -1138777.737245
  nChanged 1192
		SP:Iteration 2F (112996.130000 sec): 3 clusters
  Score: Raw -1142884.748093 + Penalty 3068.755537 = -1139815.992556
  nChanged 1130
		SP:Iteration 3F (112996.380000 sec): 3 clusters
  Score: Raw -1143783.058616 + Penalty 3068.755537 = -1140714.303079
  nChanged 845
		SP:Iteration 4F (112996.620000 sec): 3 clusters
  Score: Raw -1144358.568515 + Penalty 3068.755537 = -1141289.812979
  nChanged 627
		SP:Iteration 5Q (112996.870000 sec): 3 clusters
  Score: Raw -1144718.662763 + Penalty 3068.755537 = -1141649.907227
  nChanged 465
		SP:Iteration 6Q (112997.120000 sec): 3 clusters
  Score: Raw -1144944.604985 + Penalty 3068.755537 = -1141875.849448
  nChanged 352
		SP:Iteration 7Q (112997.370000 sec): 3 clusters
  Score: Raw -1145096.503485 + Penalty 3068.755537 = -1142027.747948
  nChanged 263
		SP:Iteration 8Q (112997.620000 sec): 3 clusters
  Score: Raw -1145201.450316 + Penalty 3068.755537 = -1142132.694779
  nChanged 207
		SP:Iteration 9Q (112997.830000 sec): 3 clusters
  Score: Raw -1145280.386611 + Penalty 3068.755537 = -1142211.631075
  nChanged 174
		SP:Iteration 10Q (112998.030000 sec): 3 clusters
  Score: Raw -1145334.515057 + Penalty 3068.755537 = -1142265.759520
  nChanged 157
		SP:Iteration 11Q (112998.240000 sec): 3 clusters
  Score: Raw -1145366.842533 + Penalty 3068.755537 = -1142298.086996
  nChanged 126
		SP:Iteration 12Q (112998.440000 sec): 3 clusters
  Score: Raw -1145392.128223 + Penalty 3068.755537 = -1142323.372686
  nChanged 110
		SP:Iteration 13Q (112998.650000 sec): 3 clusters
  Score: Raw -1145412.952629 + Penalty 3068.755537 = -1142344.197093
  nChanged 84
		SP:Iteration 14Q (112998.940000 sec): 3 clusters
  Score: Raw -1145426.138384 + Penalty 3068.755537 = -1142357.382848
  nChanged 77
		SP:Iteration 15Q (112999.070000 sec): 3 clusters
  Score: Raw -1145437.286041 + Penalty 3068.755537 = -1142368.530504
  nChanged 71
		SP:Iteration 16Q (112999.270000 sec): 3 clusters
  Score: Raw -1145446.259771 + Penalty 3068.755537 = -1142377.504234
  nChanged 66
		SP:Iteration 17Q (112999.520000 sec): 3 clusters
  Score: Raw -1145454.216300 + Penalty 3068.755537 = -1142385.460764
  nChanged 65
		SP:Iteration 18Q (112999.760000 sec): 3 clusters
  Score: Raw -1145462.603250 + Penalty 3068.755537 = -1142393.847714
  nChanged 56
		SP:Iteration 19Q (113000.010000 sec): 3 clusters
  Score: Raw -1145469.569028 + Penalty 3068.755537 = -1142400.813492
  nChanged 64
		SP:Iteration 20F (113000.260000 sec): 3 clusters
  Score: Raw -1145477.012197 + Penalty 3068.755537 = -1142408.256660
  nChanged 66
		SP:Iteration 21Q (113000.510000 sec): 3 clusters
  Score: Raw -1145485.621647 + Penalty 3068.755537 = -1142416.866110
  nChanged 67
		SP:Iteration 22Q (113000.750000 sec): 3 clusters
  Score: Raw -1145496.269904 + Penalty 3068.755537 = -1142427.514368
  nChanged 83
		SP:Iteration 23Q (113001.040000 sec): 3 clusters
  Score: Raw -1145507.328546 + Penalty 3068.755537 = -1142438.573010
  nChanged 59
		SP:Iteration 24Q (113001.290000 sec): 3 clusters
  Score: Raw -1145514.962564 + Penalty 3068.755537 = -1142446.207028
  nChanged 58
		SP:Iteration 25Q (113001.450000 sec): 3 clusters
  Score: Raw -1145520.940300 + Penalty 3068.755537 = -1142452.184764
  nChanged 59
		SP:Iteration 26Q (113001.740000 sec): 3 clusters
  Score: Raw -1145527.668665 + Penalty 3068.755537 = -1142458.913129
  nChanged 59
		SP:Iteration 27Q (113001.910000 sec): 3 clusters
  Score: Raw -1145534.410325 + Penalty 3068.755537 = -1142465.654789
  nChanged 51
		SP:Iteration 28Q (113002.200000 sec): 3 clusters
  Score: Raw -1145540.445638 + Penalty 3068.755537 = -1142471.690101
  nChanged 56
		SP:Iteration 29Q (113002.360000 sec): 3 clusters
  Score: Raw -1145547.239909 + Penalty 3068.755537 = -1142478.484372
  nChanged 65
		SP:Iteration 30Q (113002.660000 sec): 3 clusters
  Score: Raw -1145554.880011 + Penalty 3068.755537 = -1142486.124474
  nChanged 72
		SP:Iteration 31Q (113002.820000 sec): 3 clusters
  Score: Raw -1145563.264130 + Penalty 3068.755537 = -1142494.508593
  nChanged 82
		SP:Iteration 32Q (113003.110000 sec): 3 clusters
  Score: Raw -1145572.598133 + Penalty 3068.755537 = -1142503.842596
  nChanged 88
		SP:Iteration 33Q (113003.270000 sec): 3 clusters
  Score: Raw -1145584.395290 + Penalty 3068.755537 = -1142515.639753
  nChanged 115
		SP:Iteration 34Q (113003.560000 sec): 3 clusters
  Score: Raw -1145603.835876 + Penalty 3068.755537 = -1142535.080339
  nChanged 130
		SP:Iteration 35Q (113003.730000 sec): 3 clusters
  Score: Raw -1145624.538723 + Penalty 3068.755537 = -1142555.783187
  nChanged 120
		SP:Iteration 36Q (113003.970000 sec): 3 clusters
  Score: Raw -1145643.131619 + Penalty 3068.755537 = -1142574.376082
  nChanged 127
		SP:Iteration 37Q (113004.220000 sec): 3 clusters
  Score: Raw -1145665.761069 + Penalty 3068.755537 = -1142597.005533
  nChanged 173
		SP:Iteration 38Q (113004.430000 sec): 3 clusters
  Score: Raw -1145702.964429 + Penalty 3068.755537 = -1142634.208893
  nChanged 208
		SP:Iteration 39Q (113004.720000 sec): 3 clusters
  Score: Raw -1145758.371654 + Penalty 3068.755537 = -1142689.616117
  nChanged 298
		SP:Iteration 40F (113004.930000 sec): 3 clusters
  Score: Raw -1145862.260828 + Penalty 3068.755537 = -1142793.505291
  nChanged 374
		SP:Iteration 41Q (113005.130000 sec): 3 clusters
  Score: Raw -1146019.360864 + Penalty 3068.755537 = -1142950.605327
  nChanged 437
		SP:Iteration 42Q (113005.380000 sec): 3 clusters
  Score: Raw -1146218.112163 + Penalty 3068.755537 = -1143149.356627
  nChanged 479
		SP:Iteration 43Q (113005.620000 sec): 3 clusters
  Score: Raw -1146451.188344 + Penalty 3068.755537 = -1143382.432807
  nChanged 446
		SP:Iteration 44Q (113005.870000 sec): 3 clusters
  Score: Raw -1146660.856746 + Penalty 3068.755537 = -1143592.101210
  nChanged 372
		SP:Iteration 45Q (113006.040000 sec): 3 clusters
  Score: Raw -1146824.695264 + Penalty 3068.755537 = -1143755.939727
  nChanged 286
		SP:Iteration 46Q (113006.330000 sec): 3 clusters
  Score: Raw -1146959.044041 + Penalty 3068.755537 = -1143890.288504
  nChanged 225
		SP:Iteration 47Q (113006.490000 sec): 3 clusters
  Score: Raw -1147076.574411 + Penalty 3068.755537 = -1144007.818874
  nChanged 209
		SP:Iteration 48Q (113006.780000 sec): 3 clusters
  Score: Raw -1147180.695089 + Penalty 3068.755537 = -1144111.939553
  nChanged 195
		SP:Iteration 49Q (113006.950000 sec): 3 clusters
  Score: Raw -1147290.598748 + Penalty 3068.755537 = -1144221.843211
  nChanged 181
		SP:Iteration 50Q (113007.200000 sec): 3 clusters
  Score: Raw -1147407.310875 + Penalty 3068.755537 = -1144338.555338
  nChanged 152
		SP:Iteration 51Q (113007.450000 sec): 3 clusters
  Score: Raw -1147527.754536 + Penalty 3068.755537 = -1144458.998999
  nChanged 136
		SP:Iteration 52Q (113007.700000 sec): 3 clusters
  Score: Raw -1147640.569251 + Penalty 3068.755537 = -1144571.813715
  nChanged 124
		SP:Iteration 53Q (113007.940000 sec): 3 clusters
  Score: Raw -1147755.838623 + Penalty 3068.755537 = -1144687.083086
  nChanged 129
		SP:Iteration 54Q (113008.200000 sec): 3 clusters
  Score: Raw -1147900.440589 + Penalty 3068.755537 = -1144831.685053
  nChanged 127
		SP:Iteration 55Q (113008.400000 sec): 3 clusters
  Score: Raw -1148064.965937 + Penalty 3068.755537 = -1144996.210400
  nChanged 133
		SP:Iteration 56Q (113008.600000 sec): 3 clusters
  Score: Raw -1148240.724933 + Penalty 3068.755537 = -1145171.969396
  nChanged 98
		SP:Iteration 57Q (113008.860000 sec): 3 clusters
  Score: Raw -1148371.887467 + Penalty 3068.755537 = -1145303.131930
  nChanged 78
		SP:Iteration 58Q (113009.100000 sec): 3 clusters
  Score: Raw -1148437.355238 + Penalty 3068.755537 = -1145368.599701
  nChanged 51
		SP:Iteration 59Q (113009.350000 sec): 3 clusters
  Score: Raw -1148464.379467 + Penalty 3068.755537 = -1145395.623931
  nChanged 29
		SP:Iteration 60F (113009.550000 sec): 3 clusters
  Score: Raw -1148474.253968 + Penalty 3068.755537 = -1145405.498432
  nChanged 15
		SP:Iteration 61Q (113009.800000 sec): 3 clusters
  Score: Raw -1148477.622864 + Penalty 3068.755537 = -1145408.867328
  nChanged 6
		SP:Iteration 62Q (113010.050000 sec): 3 clusters
  Score: Raw -1148478.504996 + Penalty 3068.755537 = -1145409.749459
  nChanged 0
		SP:Iteration 63F (113010.300000 sec): 3 clusters
  Score: Raw -1148478.504996 + Penalty 3068.755537 = -1145409.749459
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (3050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113010.390000 sec): 2 clusters
  Score: Raw -307432.007708 + Penalty 1303.720741 = -306128.286967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113010.570000 sec): 3 clusters
  Score: Raw -305974.859159 + Penalty 2607.441483 = -303367.417677
  nChanged 1173
		SP:Iteration 1F (113010.740000 sec): 3 clusters
  Score: Raw -306639.760620 + Penalty 2607.441483 = -304032.319137
  nChanged 225
		SP:Iteration 2F (113010.820000 sec): 3 clusters
  Score: Raw -306793.307478 + Penalty 2607.441483 = -304185.865995
  nChanged 175
		SP:Iteration 3F (113010.870000 sec): 3 clusters
  Score: Raw -306887.753645 + Penalty 2607.441483 = -304280.312162
  nChanged 118
		SP:Iteration 4Q (113010.930000 sec): 3 clusters
  Score: Raw -306949.460767 + Penalty 2607.441483 = -304342.019284
  nChanged 116
		SP:Iteration 5Q (113010.990000 sec): 3 clusters
  Score: Raw -307024.100236 + Penalty 2607.441483 = -304416.658753
  nChanged 113
		SP:Iteration 6Q (113011.050000 sec): 3 clusters
  Score: Raw -307101.888774 + Penalty 2607.441483 = -304494.447291
  nChanged 111
		SP:Iteration 7Q (113011.110000 sec): 3 clusters
  Score: Raw -307179.306799 + Penalty 2607.441483 = -304571.865316
  nChanged 128
		SP:Iteration 8Q (113011.170000 sec): 3 clusters
  Score: Raw -307270.992638 + Penalty 2607.441483 = -304663.551156
  nChanged 106
		SP:Iteration 9Q (113011.240000 sec): 3 clusters
  Score: Raw -307340.058053 + Penalty 2607.441483 = -304732.616570
  nChanged 87
		SP:Iteration 10Q (113011.300000 sec): 3 clusters
  Score: Raw -307414.965168 + Penalty 2607.441483 = -304807.523686
  nChanged 78
		SP:Iteration 11Q (113011.360000 sec): 3 clusters
  Score: Raw -307476.781182 + Penalty 2607.441483 = -304869.339699
  nChanged 72
		SP:Iteration 12Q (113011.420000 sec): 3 clusters
  Score: Raw -307533.240377 + Penalty 2607.441483 = -304925.798895
  nChanged 67
		SP:Iteration 13Q (113011.480000 sec): 3 clusters
  Score: Raw -307586.877318 + Penalty 2607.441483 = -304979.435835
  nChanged 51
		SP:Iteration 14Q (113011.540000 sec): 3 clusters
  Score: Raw -307627.847995 + Penalty 2607.441483 = -305020.406512
  nChanged 33
		SP:Iteration 15Q (113011.600000 sec): 3 clusters
  Score: Raw -307649.194208 + Penalty 2607.441483 = -305041.752725
  nChanged 27
		SP:Iteration 16Q (113011.660000 sec): 3 clusters
  Score: Raw -307670.296424 + Penalty 2607.441483 = -305062.854941
  nChanged 19
		SP:Iteration 17Q (113011.720000 sec): 3 clusters
  Score: Raw -307686.715262 + Penalty 2607.441483 = -305079.273779
  nChanged 19
		SP:Iteration 18Q (113011.780000 sec): 3 clusters
  Score: Raw -307700.030525 + Penalty 2607.441483 = -305092.589042
  nChanged 20
		SP:Iteration 19Q (113011.840000 sec): 3 clusters
  Score: Raw -307712.983546 + Penalty 2607.441483 = -305105.542064
  nChanged 11
		SP:Iteration 20F (113011.900000 sec): 3 clusters
  Score: Raw -307722.643161 + Penalty 2607.441483 = -305115.201678
  nChanged 8
		SP:Iteration 21Q (113011.960000 sec): 3 clusters
  Score: Raw -307727.758677 + Penalty 2607.441483 = -305120.317194
  nChanged 7
		SP:Iteration 22Q (113012.020000 sec): 3 clusters
  Score: Raw -307732.624496 + Penalty 2607.441483 = -305125.183014
  nChanged 11
		SP:Iteration 23Q (113012.080000 sec): 3 clusters
  Score: Raw -307739.073075 + Penalty 2607.441483 = -305131.631592
  nChanged 12
		SP:Iteration 24Q (113012.140000 sec): 3 clusters
  Score: Raw -307744.527535 + Penalty 2607.441483 = -305137.086053
  nChanged 6
		SP:Iteration 25Q (113012.200000 sec): 3 clusters
  Score: Raw -307748.390745 + Penalty 2607.441483 = -305140.949262
  nChanged 2
		SP:Iteration 26Q (113012.260000 sec): 3 clusters
  Score: Raw -307749.094382 + Penalty 2607.441483 = -305141.652899
  nChanged 0
		SP:Iteration 27F (113012.320000 sec): 3 clusters
  Score: Raw -307749.094382 + Penalty 2607.441483 = -305141.652899
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (2288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113012.430000 sec): 2 clusters
  Score: Raw -163473.772936 + Penalty 1257.007920 = -162216.765016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113012.600000 sec): 3 clusters
  Score: Raw -162534.508781 + Penalty 2514.015840 = -160020.492941
  nChanged 861
		SP:Iteration 1F (113012.780000 sec): 3 clusters
  Score: Raw -163522.211506 + Penalty 2514.015840 = -161008.195666
  nChanged 318
		SP:Iteration 2F (113012.960000 sec): 3 clusters
  Score: Raw -164174.415333 + Penalty 2514.015840 = -161660.399493
  nChanged 247
		SP:Iteration 3F (113013.130000 sec): 3 clusters
  Score: Raw -164647.395161 + Penalty 2514.015840 = -162133.379321
  nChanged 203
		SP:Iteration 4F (113013.310000 sec): 3 clusters
  Score: Raw -165168.410247 + Penalty 2514.015840 = -162654.394408
  nChanged 184
		SP:Iteration 5F (113013.480000 sec): 3 clusters
  Score: Raw -165750.747742 + Penalty 2514.015840 = -163236.731902
  nChanged 125
		SP:Iteration 6F (113013.660000 sec): 3 clusters
  Score: Raw -166177.388057 + Penalty 2514.015840 = -163663.372218
  nChanged 88
		SP:Iteration 7Q (113013.840000 sec): 3 clusters
  Score: Raw -166469.676822 + Penalty 2514.015840 = -163955.660982
  nChanged 58
		SP:Iteration 8Q (113014.010000 sec): 3 clusters
  Score: Raw -166639.932819 + Penalty 2514.015840 = -164125.916980
  nChanged 39
		SP:Iteration 9Q (113014.190000 sec): 3 clusters
  Score: Raw -166767.191274 + Penalty 2514.015840 = -164253.175435
  nChanged 25
		SP:Iteration 10Q (113014.360000 sec): 3 clusters
  Score: Raw -166854.133277 + Penalty 2514.015840 = -164340.117438
  nChanged 20
		SP:Iteration 11Q (113014.540000 sec): 3 clusters
  Score: Raw -166949.412257 + Penalty 2514.015840 = -164435.396418
  nChanged 16
		SP:Iteration 12Q (113014.710000 sec): 3 clusters
  Score: Raw -167079.718227 + Penalty 2514.015840 = -164565.702388
  nChanged 12
		SP:Iteration 13Q (113014.890000 sec): 3 clusters
  Score: Raw -167121.956147 + Penalty 2514.015840 = -164607.940308
  nChanged 6
		SP:Iteration 14Q (113015.060000 sec): 3 clusters
  Score: Raw -167127.736719 + Penalty 2514.015840 = -164613.720879
  nChanged 3
		SP:Iteration 15Q (113015.240000 sec): 3 clusters
  Score: Raw -167130.405712 + Penalty 2514.015840 = -164616.389872
  nChanged 2
		SP:Iteration 16Q (113015.420000 sec): 3 clusters
  Score: Raw -167131.229363 + Penalty 2514.015840 = -164617.213524
  nChanged 2
		SP:Iteration 17Q (113015.590000 sec): 3 clusters
  Score: Raw -167131.886230 + Penalty 2514.015840 = -164617.870391
  nChanged 0
		SP:Iteration 18F (113015.770000 sec): 3 clusters
  Score: Raw -167131.886230 + Penalty 2514.015840 = -164617.870391
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113015.890000 sec): 2 clusters
  Score: Raw -278356.959643 + Penalty 1336.774723 = -277020.184920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113016.050000 sec): 3 clusters
  Score: Raw -276501.467099 + Penalty 2673.549446 = -273827.917653
  nChanged 1491
		SP:Iteration 1F (113016.200000 sec): 3 clusters
  Score: Raw -277616.353128 + Penalty 2673.549446 = -274942.803682
  nChanged 379
		SP:Iteration 2F (113016.380000 sec): 3 clusters
  Score: Raw -278089.968165 + Penalty 2673.549446 = -275416.418719
  nChanged 329
		SP:Iteration 3F (113016.560000 sec): 3 clusters
  Score: Raw -278432.845743 + Penalty 2673.549446 = -275759.296297
  nChanged 218
		SP:Iteration 4F (113016.730000 sec): 3 clusters
  Score: Raw -278648.853557 + Penalty 2673.549446 = -275975.304111
  nChanged 164
		SP:Iteration 5Q (113016.910000 sec): 3 clusters
  Score: Raw -278779.182628 + Penalty 2673.549446 = -276105.633182
  nChanged 112
		SP:Iteration 6Q (113017.080000 sec): 3 clusters
  Score: Raw -278866.520807 + Penalty 2673.549446 = -276192.971361
  nChanged 111
		SP:Iteration 7Q (113017.210000 sec): 3 clusters
  Score: Raw -278944.517450 + Penalty 2673.549446 = -276270.968004
  nChanged 81
		SP:Iteration 8Q (113017.280000 sec): 3 clusters
  Score: Raw -278996.896247 + Penalty 2673.549446 = -276323.346801
  nChanged 78
		SP:Iteration 9Q (113017.340000 sec): 3 clusters
  Score: Raw -279040.550814 + Penalty 2673.549446 = -276367.001368
  nChanged 56
		SP:Iteration 10Q (113017.410000 sec): 3 clusters
  Score: Raw -279070.452228 + Penalty 2673.549446 = -276396.902781
  nChanged 51
		SP:Iteration 11Q (113017.480000 sec): 3 clusters
  Score: Raw -279096.487192 + Penalty 2673.549446 = -276422.937746
  nChanged 40
		SP:Iteration 12Q (113017.550000 sec): 3 clusters
  Score: Raw -279117.428533 + Penalty 2673.549446 = -276443.879087
  nChanged 40
		SP:Iteration 13Q (113017.620000 sec): 3 clusters
  Score: Raw -279135.696673 + Penalty 2673.549446 = -276462.147227
  nChanged 34
		SP:Iteration 14Q (113017.680000 sec): 3 clusters
  Score: Raw -279150.983071 + Penalty 2673.549446 = -276477.433625
  nChanged 32
		SP:Iteration 15Q (113017.750000 sec): 3 clusters
  Score: Raw -279167.273887 + Penalty 2673.549446 = -276493.724440
  nChanged 26
		SP:Iteration 16Q (113017.820000 sec): 3 clusters
  Score: Raw -279178.371230 + Penalty 2673.549446 = -276504.821784
  nChanged 22
		SP:Iteration 17Q (113017.880000 sec): 3 clusters
  Score: Raw -279189.493813 + Penalty 2673.549446 = -276515.944367
  nChanged 16
		SP:Iteration 18Q (113018.040000 sec): 3 clusters
  Score: Raw -279195.701218 + Penalty 2673.549446 = -276522.151772
  nChanged 14
		SP:Iteration 19Q (113018.200000 sec): 3 clusters
  Score: Raw -279200.668172 + Penalty 2673.549446 = -276527.118726
  nChanged 15
		SP:Iteration 20F (113018.380000 sec): 3 clusters
  Score: Raw -279206.907607 + Penalty 2673.549446 = -276533.358161
  nChanged 15
		SP:Iteration 21Q (113018.550000 sec): 3 clusters
  Score: Raw -279212.805274 + Penalty 2673.549446 = -276539.255828
  nChanged 12
		SP:Iteration 22Q (113018.670000 sec): 3 clusters
  Score: Raw -279216.723040 + Penalty 2673.549446 = -276543.173593
  nChanged 11
		SP:Iteration 23Q (113018.740000 sec): 3 clusters
  Score: Raw -279222.519949 + Penalty 2673.549446 = -276548.970503
  nChanged 15
		SP:Iteration 24Q (113018.800000 sec): 3 clusters
  Score: Raw -279229.793348 + Penalty 2673.549446 = -276556.243902
  nChanged 13
		SP:Iteration 25Q (113018.870000 sec): 3 clusters
  Score: Raw -279238.180621 + Penalty 2673.549446 = -276564.631175
  nChanged 19
		SP:Iteration 26Q (113018.940000 sec): 3 clusters
  Score: Raw -279247.188222 + Penalty 2673.549446 = -276573.638776
  nChanged 11
		SP:Iteration 27Q (113019.120000 sec): 3 clusters
  Score: Raw -279254.817991 + Penalty 2673.549446 = -276581.268544
  nChanged 18
		SP:Iteration 28Q (113019.290000 sec): 3 clusters
  Score: Raw -279263.117979 + Penalty 2673.549446 = -276589.568532
  nChanged 12
		SP:Iteration 29Q (113019.470000 sec): 3 clusters
  Score: Raw -279267.781677 + Penalty 2673.549446 = -276594.232231
  nChanged 12
		SP:Iteration 30Q (113019.650000 sec): 3 clusters
  Score: Raw -279272.641695 + Penalty 2673.549446 = -276599.092249
  nChanged 10
		SP:Iteration 31Q (113019.830000 sec): 3 clusters
  Score: Raw -279278.385764 + Penalty 2673.549446 = -276604.836318
  nChanged 15
		SP:Iteration 32Q (113020.000000 sec): 3 clusters
  Score: Raw -279284.936925 + Penalty 2673.549446 = -276611.387479
  nChanged 19
		SP:Iteration 33Q (113020.180000 sec): 3 clusters
  Score: Raw -279292.491372 + Penalty 2673.549446 = -276618.941926
  nChanged 24
		SP:Iteration 34Q (113020.350000 sec): 3 clusters
  Score: Raw -279303.035080 + Penalty 2673.549446 = -276629.485634
  nChanged 17
		SP:Iteration 35Q (113020.530000 sec): 3 clusters
  Score: Raw -279308.846434 + Penalty 2673.549446 = -276635.296987
  nChanged 9
		SP:Iteration 36Q (113020.710000 sec): 3 clusters
  Score: Raw -279311.018368 + Penalty 2673.549446 = -276637.468922
  nChanged 8
		SP:Iteration 37Q (113020.880000 sec): 3 clusters
  Score: Raw -279313.521478 + Penalty 2673.549446 = -276639.972031
  nChanged 8
		SP:Iteration 38Q (113021.060000 sec): 3 clusters
  Score: Raw -279316.784857 + Penalty 2673.549446 = -276643.235411
  nChanged 7
		SP:Iteration 39Q (113021.230000 sec): 3 clusters
  Score: Raw -279320.393855 + Penalty 2673.549446 = -276646.844409
  nChanged 8
		SP:Iteration 40F (113021.410000 sec): 3 clusters
  Score: Raw -279322.571153 + Penalty 2673.549446 = -276649.021707
  nChanged 6
		SP:Iteration 41Q (113021.590000 sec): 3 clusters
  Score: Raw -279323.538728 + Penalty 2673.549446 = -276649.989282
  nChanged 2
		SP:Iteration 42Q (113021.760000 sec): 3 clusters
  Score: Raw -279324.005274 + Penalty 2673.549446 = -276650.455828
  nChanged 1
		SP:Iteration 43Q (113021.940000 sec): 3 clusters
  Score: Raw -279324.510259 + Penalty 2673.549446 = -276650.960813
  nChanged 0
		SP:Iteration 44F (113022.010000 sec): 3 clusters
  Score: Raw -279324.510259 + Penalty 2673.549446 = -276650.960813
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (4564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113022.130000 sec): 2 clusters
  Score: Raw -373104.469394 + Penalty 1369.217641 = -371735.251753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113022.310000 sec): 3 clusters
  Score: Raw -370797.637328 + Penalty 2738.435281 = -368059.202047
  nChanged 1869
		SP:Iteration 1F (113022.480000 sec): 3 clusters
  Score: Raw -371984.422929 + Penalty 2738.435281 = -369245.987648
  nChanged 429
		SP:Iteration 2F (113022.660000 sec): 3 clusters
  Score: Raw -372455.522414 + Penalty 2738.435281 = -369717.087133
  nChanged 401
		SP:Iteration 3F (113022.760000 sec): 3 clusters
  Score: Raw -372910.156523 + Penalty 2738.435281 = -370171.721242
  nChanged 339
		SP:Iteration 4F (113022.850000 sec): 3 clusters
  Score: Raw -373242.854283 + Penalty 2738.435281 = -370504.419002
  nChanged 272
		SP:Iteration 5F (113022.930000 sec): 3 clusters
  Score: Raw -373491.104880 + Penalty 2738.435281 = -370752.669599
  nChanged 193
		SP:Iteration 6Q (113023.020000 sec): 3 clusters
  Score: Raw -373658.002400 + Penalty 2738.435281 = -370919.567119
  nChanged 152
		SP:Iteration 7Q (113023.100000 sec): 3 clusters
  Score: Raw -373825.491695 + Penalty 2738.435281 = -371087.056414
  nChanged 143
		SP:Iteration 8Q (113023.190000 sec): 3 clusters
  Score: Raw -373953.157402 + Penalty 2738.435281 = -371214.722121
  nChanged 140
		SP:Iteration 9Q (113023.270000 sec): 3 clusters
  Score: Raw -374105.721259 + Penalty 2738.435281 = -371367.285978
  nChanged 130
		SP:Iteration 10Q (113023.360000 sec): 3 clusters
  Score: Raw -374226.504910 + Penalty 2738.435281 = -371488.069629
  nChanged 87
		SP:Iteration 11Q (113023.440000 sec): 3 clusters
  Score: Raw -374292.293862 + Penalty 2738.435281 = -371553.858581
  nChanged 68
		SP:Iteration 12Q (113023.530000 sec): 3 clusters
  Score: Raw -374339.873597 + Penalty 2738.435281 = -371601.438316
  nChanged 48
		SP:Iteration 13Q (113023.610000 sec): 3 clusters
  Score: Raw -374363.952627 + Penalty 2738.435281 = -371625.517346
  nChanged 38
		SP:Iteration 14Q (113023.700000 sec): 3 clusters
  Score: Raw -374391.482552 + Penalty 2738.435281 = -371653.047271
  nChanged 42
		SP:Iteration 15Q (113023.780000 sec): 3 clusters
  Score: Raw -374414.442020 + Penalty 2738.435281 = -371676.006739
  nChanged 34
		SP:Iteration 16Q (113023.870000 sec): 3 clusters
  Score: Raw -374432.208563 + Penalty 2738.435281 = -371693.773282
  nChanged 22
		SP:Iteration 17Q (113023.950000 sec): 3 clusters
  Score: Raw -374441.988813 + Penalty 2738.435281 = -371703.553532
  nChanged 21
		SP:Iteration 18Q (113024.120000 sec): 3 clusters
  Score: Raw -374451.279525 + Penalty 2738.435281 = -371712.844243
  nChanged 13
		SP:Iteration 19Q (113024.310000 sec): 3 clusters
  Score: Raw -374456.060611 + Penalty 2738.435281 = -371717.625330
  nChanged 6
		SP:Iteration 20F (113024.490000 sec): 3 clusters
  Score: Raw -374459.660880 + Penalty 2738.435281 = -371721.225598
  nChanged 11
		SP:Iteration 21Q (113024.670000 sec): 3 clusters
  Score: Raw -374464.455419 + Penalty 2738.435281 = -371726.020138
  nChanged 10
		SP:Iteration 22Q (113024.840000 sec): 3 clusters
  Score: Raw -374469.714309 + Penalty 2738.435281 = -371731.279028
  nChanged 11
		SP:Iteration 23Q (113024.950000 sec): 3 clusters
  Score: Raw -374474.563593 + Penalty 2738.435281 = -371736.128312
  nChanged 13
		SP:Iteration 24Q (113025.030000 sec): 3 clusters
  Score: Raw -374480.174798 + Penalty 2738.435281 = -371741.739517
  nChanged 13
		SP:Iteration 25Q (113025.110000 sec): 3 clusters
  Score: Raw -374486.261700 + Penalty 2738.435281 = -371747.826419
  nChanged 14
		SP:Iteration 26Q (113025.190000 sec): 3 clusters
  Score: Raw -374493.472227 + Penalty 2738.435281 = -371755.036946
  nChanged 8
		SP:Iteration 27Q (113025.270000 sec): 3 clusters
  Score: Raw -374496.604919 + Penalty 2738.435281 = -371758.169638
  nChanged 4
		SP:Iteration 28Q (113025.350000 sec): 3 clusters
  Score: Raw -374498.289301 + Penalty 2738.435281 = -371759.854020
  nChanged 7
		SP:Iteration 29Q (113025.430000 sec): 3 clusters
  Score: Raw -374500.497003 + Penalty 2738.435281 = -371762.061722
  nChanged 5
		SP:Iteration 30Q (113025.510000 sec): 3 clusters
  Score: Raw -374501.695448 + Penalty 2738.435281 = -371763.260167
  nChanged 6
		SP:Iteration 31Q (113025.590000 sec): 3 clusters
  Score: Raw -374503.458448 + Penalty 2738.435281 = -371765.023167
  nChanged 3
		SP:Iteration 32Q (113025.670000 sec): 3 clusters
  Score: Raw -374504.344231 + Penalty 2738.435281 = -371765.908950
  nChanged 1
		SP:Iteration 33Q (113025.750000 sec): 3 clusters
  Score: Raw -374504.614513 + Penalty 2738.435281 = -371766.179232
  nChanged 1
		SP:Iteration 34Q (113025.830000 sec): 3 clusters
  Score: Raw -374505.148197 + Penalty 2738.435281 = -371766.712916
  nChanged 0
		SP:Iteration 35F (113025.920000 sec): 3 clusters
  Score: Raw -374505.148197 + Penalty 2738.435281 = -371766.712916
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113026.000000 sec): 2 clusters
  Score: Raw -453051.453161 + Penalty 1364.521826 = -451686.931335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113026.110000 sec): 3 clusters
  Score: Raw -450737.734429 + Penalty 2729.043652 = -448008.690778
  nChanged 1789
		SP:Iteration 1F (113026.290000 sec): 3 clusters
  Score: Raw -451673.102497 + Penalty 2729.043652 = -448944.058845
  nChanged 324
		SP:Iteration 2F (113026.470000 sec): 3 clusters
  Score: Raw -451857.636090 + Penalty 2729.043652 = -449128.592438
  nChanged 225
		SP:Iteration 3F (113026.560000 sec): 3 clusters
  Score: Raw -452002.405768 + Penalty 2729.043652 = -449273.362116
  nChanged 190
		SP:Iteration 4Q (113026.650000 sec): 3 clusters
  Score: Raw -452113.440042 + Penalty 2729.043652 = -449384.396390
  nChanged 164
		SP:Iteration 5Q (113026.740000 sec): 3 clusters
  Score: Raw -452190.795993 + Penalty 2729.043652 = -449461.752342
  nChanged 147
		SP:Iteration 6Q (113026.830000 sec): 3 clusters
  Score: Raw -452252.964772 + Penalty 2729.043652 = -449523.921121
  nChanged 115
		SP:Iteration 7Q (113026.920000 sec): 3 clusters
  Score: Raw -452307.302936 + Penalty 2729.043652 = -449578.259284
  nChanged 111
		SP:Iteration 8Q (113027.020000 sec): 3 clusters
  Score: Raw -452347.407487 + Penalty 2729.043652 = -449618.363835
  nChanged 93
		SP:Iteration 9Q (113027.100000 sec): 3 clusters
  Score: Raw -452378.717253 + Penalty 2729.043652 = -449649.673601
  nChanged 80
		SP:Iteration 10Q (113027.190000 sec): 3 clusters
  Score: Raw -452407.441179 + Penalty 2729.043652 = -449678.397527
  nChanged 63
		SP:Iteration 11Q (113027.280000 sec): 3 clusters
  Score: Raw -452430.222575 + Penalty 2729.043652 = -449701.178923
  nChanged 57
		SP:Iteration 12Q (113027.360000 sec): 3 clusters
  Score: Raw -452452.144495 + Penalty 2729.043652 = -449723.100843
  nChanged 75
		SP:Iteration 13Q (113027.590000 sec): 3 clusters
  Score: Raw -452482.482448 + Penalty 2729.043652 = -449753.438797
  nChanged 77
		SP:Iteration 14Q (113027.770000 sec): 3 clusters
  Score: Raw -452521.545803 + Penalty 2729.043652 = -449792.502151
  nChanged 92
		SP:Iteration 15Q (113027.940000 sec): 3 clusters
  Score: Raw -452567.430188 + Penalty 2729.043652 = -449838.386536
  nChanged 104
		SP:Iteration 16Q (113028.120000 sec): 3 clusters
  Score: Raw -452625.515691 + Penalty 2729.043652 = -449896.472039
  nChanged 115
		SP:Iteration 17Q (113028.290000 sec): 3 clusters
  Score: Raw -452693.321637 + Penalty 2729.043652 = -449964.277985
  nChanged 112
		SP:Iteration 18Q (113028.470000 sec): 3 clusters
  Score: Raw -452767.079877 + Penalty 2729.043652 = -450038.036225
  nChanged 108
		SP:Iteration 19Q (113028.650000 sec): 3 clusters
  Score: Raw -452846.876861 + Penalty 2729.043652 = -450117.833209
  nChanged 127
		SP:Iteration 20F (113028.820000 sec): 3 clusters
  Score: Raw -452934.281116 + Penalty 2729.043652 = -450205.237464
  nChanged 117
		SP:Iteration 21Q (113029.000000 sec): 3 clusters
  Score: Raw -453014.095287 + Penalty 2729.043652 = -450285.051635
  nChanged 98
		SP:Iteration 22Q (113029.170000 sec): 3 clusters
  Score: Raw -453078.859795 + Penalty 2729.043652 = -450349.816143
  nChanged 79
		SP:Iteration 23Q (113029.350000 sec): 3 clusters
  Score: Raw -453120.362894 + Penalty 2729.043652 = -450391.319242
  nChanged 60
		SP:Iteration 24Q (113029.520000 sec): 3 clusters
  Score: Raw -453149.303733 + Penalty 2729.043652 = -450420.260081
  nChanged 47
		SP:Iteration 25Q (113029.700000 sec): 3 clusters
  Score: Raw -453169.694128 + Penalty 2729.043652 = -450440.650476
  nChanged 31
		SP:Iteration 26Q (113029.870000 sec): 3 clusters
  Score: Raw -453181.564762 + Penalty 2729.043652 = -450452.521111
  nChanged 34
		SP:Iteration 27Q (113030.050000 sec): 3 clusters
  Score: Raw -453196.560023 + Penalty 2729.043652 = -450467.516372
  nChanged 31
		SP:Iteration 28Q (113030.210000 sec): 3 clusters
  Score: Raw -453211.150852 + Penalty 2729.043652 = -450482.107200
  nChanged 25
		SP:Iteration 29Q (113030.290000 sec): 3 clusters
  Score: Raw -453222.813108 + Penalty 2729.043652 = -450493.769456
  nChanged 18
		SP:Iteration 30Q (113030.370000 sec): 3 clusters
  Score: Raw -453229.540192 + Penalty 2729.043652 = -450500.496540
  nChanged 13
		SP:Iteration 31Q (113030.460000 sec): 3 clusters
  Score: Raw -453235.889011 + Penalty 2729.043652 = -450506.845359
  nChanged 19
		SP:Iteration 32Q (113030.550000 sec): 3 clusters
  Score: Raw -453242.546478 + Penalty 2729.043652 = -450513.502827
  nChanged 16
		SP:Iteration 33Q (113030.630000 sec): 3 clusters
  Score: Raw -453249.969730 + Penalty 2729.043652 = -450520.926078
  nChanged 23
		SP:Iteration 34Q (113030.720000 sec): 3 clusters
  Score: Raw -453261.117333 + Penalty 2729.043652 = -450532.073682
  nChanged 23
		SP:Iteration 35Q (113030.810000 sec): 3 clusters
  Score: Raw -453272.643247 + Penalty 2729.043652 = -450543.599596
  nChanged 27
		SP:Iteration 36Q (113030.890000 sec): 3 clusters
  Score: Raw -453285.899350 + Penalty 2729.043652 = -450556.855698
  nChanged 23
		SP:Iteration 37Q (113030.980000 sec): 3 clusters
  Score: Raw -453296.825547 + Penalty 2729.043652 = -450567.781895
  nChanged 23
		SP:Iteration 38Q (113031.060000 sec): 3 clusters
  Score: Raw -453307.645150 + Penalty 2729.043652 = -450578.601498
  nChanged 20
		SP:Iteration 39Q (113031.150000 sec): 3 clusters
  Score: Raw -453316.947834 + Penalty 2729.043652 = -450587.904183
  nChanged 21
		SP:Iteration 40F (113031.240000 sec): 3 clusters
  Score: Raw -453327.975718 + Penalty 2729.043652 = -450598.932066
  nChanged 24
		SP:Iteration 41Q (113031.320000 sec): 3 clusters
  Score: Raw -453342.470410 + Penalty 2729.043652 = -450613.426758
  nChanged 21
		SP:Iteration 42Q (113031.410000 sec): 3 clusters
  Score: Raw -453354.451035 + Penalty 2729.043652 = -450625.407383
  nChanged 20
		SP:Iteration 43Q (113031.500000 sec): 3 clusters
  Score: Raw -453367.961233 + Penalty 2729.043652 = -450638.917581
  nChanged 15
		SP:Iteration 44Q (113031.580000 sec): 3 clusters
  Score: Raw -453377.671933 + Penalty 2729.043652 = -450648.628281
  nChanged 12
		SP:Iteration 45Q (113031.660000 sec): 3 clusters
  Score: Raw -453382.497358 + Penalty 2729.043652 = -450653.453706
  nChanged 10
		SP:Iteration 46Q (113031.740000 sec): 3 clusters
  Score: Raw -453386.755047 + Penalty 2729.043652 = -450657.711395
  nChanged 8
		SP:Iteration 47Q (113031.820000 sec): 3 clusters
  Score: Raw -453391.206573 + Penalty 2729.043652 = -450662.162921
  nChanged 8
		SP:Iteration 48Q (113031.900000 sec): 3 clusters
  Score: Raw -453394.651459 + Penalty 2729.043652 = -450665.607808
  nChanged 8
		SP:Iteration 49Q (113031.980000 sec): 3 clusters
  Score: Raw -453398.478786 + Penalty 2729.043652 = -450669.435134
  nChanged 9
		SP:Iteration 50Q (113032.060000 sec): 3 clusters
  Score: Raw -453402.186875 + Penalty 2729.043652 = -450673.143223
  nChanged 8
		SP:Iteration 51Q (113032.140000 sec): 3 clusters
  Score: Raw -453406.153645 + Penalty 2729.043652 = -450677.109993
  nChanged 12
		SP:Iteration 52Q (113032.220000 sec): 3 clusters
  Score: Raw -453413.431013 + Penalty 2729.043652 = -450684.387361
  nChanged 16
		SP:Iteration 53Q (113032.310000 sec): 3 clusters
  Score: Raw -453427.902647 + Penalty 2729.043652 = -450698.858996
  nChanged 21
		SP:Iteration 54Q (113032.490000 sec): 3 clusters
  Score: Raw -453446.041975 + Penalty 2729.043652 = -450716.998323
  nChanged 18
		SP:Iteration 55Q (113032.670000 sec): 3 clusters
  Score: Raw -453457.046891 + Penalty 2729.043652 = -450728.003239
  nChanged 14
		SP:Iteration 56Q (113032.840000 sec): 3 clusters
  Score: Raw -453465.855151 + Penalty 2729.043652 = -450736.811499
  nChanged 11
		SP:Iteration 57Q (113033.020000 sec): 3 clusters
  Score: Raw -453475.306492 + Penalty 2729.043652 = -450746.262840
  nChanged 13
		SP:Iteration 58Q (113033.200000 sec): 3 clusters
  Score: Raw -453486.505689 + Penalty 2729.043652 = -450757.462037
  nChanged 13
		SP:Iteration 59Q (113033.370000 sec): 3 clusters
  Score: Raw -453497.580399 + Penalty 2729.043652 = -450768.536747
  nChanged 12
		SP:Iteration 60F (113033.550000 sec): 3 clusters
  Score: Raw -453507.719633 + Penalty 2729.043652 = -450778.675981
  nChanged 11
		SP:Iteration 61Q (113033.720000 sec): 3 clusters
  Score: Raw -453518.320367 + Penalty 2729.043652 = -450789.276716
  nChanged 11
		SP:Iteration 62Q (113033.900000 sec): 3 clusters
  Score: Raw -453526.925037 + Penalty 2729.043652 = -450797.881385
  nChanged 9
		SP:Iteration 63Q (113034.070000 sec): 3 clusters
  Score: Raw -453533.840867 + Penalty 2729.043652 = -450804.797215
  nChanged 5
		SP:Iteration 64Q (113034.220000 sec): 3 clusters
  Score: Raw -453537.686863 + Penalty 2729.043652 = -450808.643211
  nChanged 3
		SP:Iteration 65Q (113034.300000 sec): 3 clusters
  Score: Raw -453539.939980 + Penalty 2729.043652 = -450810.896328
  nChanged 3
		SP:Iteration 66Q (113034.380000 sec): 3 clusters
  Score: Raw -453542.672310 + Penalty 2729.043652 = -450813.628658
  nChanged 4
		SP:Iteration 67Q (113034.460000 sec): 3 clusters
  Score: Raw -453546.902416 + Penalty 2729.043652 = -450817.858765
  nChanged 3
		SP:Iteration 68Q (113034.540000 sec): 3 clusters
  Score: Raw -453549.615729 + Penalty 2729.043652 = -450820.572078
  nChanged 2
		SP:Iteration 69Q (113034.650000 sec): 3 clusters
  Score: Raw -453550.335369 + Penalty 2729.043652 = -450821.291717
  nChanged 2
		SP:Iteration 70Q (113034.820000 sec): 3 clusters
  Score: Raw -453552.290295 + Penalty 2729.043652 = -450823.246643
  nChanged 4
		SP:Iteration 71Q (113035.000000 sec): 3 clusters
  Score: Raw -453554.411057 + Penalty 2729.043652 = -450825.367405
  nChanged 4
		SP:Iteration 72Q (113035.170000 sec): 3 clusters
  Score: Raw -453556.354779 + Penalty 2729.043652 = -450827.311128
  nChanged 2
		SP:Iteration 73Q (113035.350000 sec): 3 clusters
  Score: Raw -453558.008446 + Penalty 2729.043652 = -450828.964794
  nChanged 3
		SP:Iteration 74Q (113035.520000 sec): 3 clusters
  Score: Raw -453559.923137 + Penalty 2729.043652 = -450830.879485
  nChanged 2
		SP:Iteration 75Q (113035.700000 sec): 3 clusters
  Score: Raw -453562.559239 + Penalty 2729.043652 = -450833.515587
  nChanged 2
		SP:Iteration 76Q (113035.880000 sec): 3 clusters
  Score: Raw -453564.718846 + Penalty 2729.043652 = -450835.675194
  nChanged 3
		SP:Iteration 77Q (113036.050000 sec): 3 clusters
  Score: Raw -453566.936598 + Penalty 2729.043652 = -450837.892946
  nChanged 4
		SP:Iteration 78Q (113036.230000 sec): 3 clusters
  Score: Raw -453570.085116 + Penalty 2729.043652 = -450841.041464
  nChanged 3
		SP:Iteration 79Q (113036.400000 sec): 3 clusters
  Score: Raw -453573.377326 + Penalty 2729.043652 = -450844.333674
  nChanged 4
		SP:Iteration 80F (113036.580000 sec): 3 clusters
  Score: Raw -453577.790087 + Penalty 2729.043652 = -450848.746435
  nChanged 3
		SP:Iteration 81Q (113036.760000 sec): 3 clusters
  Score: Raw -453580.834129 + Penalty 2729.043652 = -450851.790477
  nChanged 2
		SP:Iteration 82Q (113036.930000 sec): 3 clusters
  Score: Raw -453582.393853 + Penalty 2729.043652 = -450853.350201
  nChanged 1
		SP:Iteration 83Q (113037.110000 sec): 3 clusters
  Score: Raw -453583.704603 + Penalty 2729.043652 = -450854.660952
  nChanged 1
		SP:Iteration 84Q (113037.280000 sec): 3 clusters
  Score: Raw -453584.500300 + Penalty 2729.043652 = -450855.456649
  nChanged 0
		SP:Iteration 85F (113037.460000 sec): 3 clusters
  Score: Raw -453584.500300 + Penalty 2729.043652 = -450855.456649
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (7143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113037.590000 sec): 2 clusters
  Score: Raw -503910.703569 + Penalty 1442.006822 = -502468.696747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113037.810000 sec): 3 clusters
  Score: Raw -500067.272599 + Penalty 2884.013644 = -497183.258955
  nChanged 2984
		SP:Iteration 1F (113038.010000 sec): 3 clusters
  Score: Raw -502103.214079 + Penalty 2884.013644 = -499219.200435
  nChanged 702
		SP:Iteration 2F (113038.210000 sec): 3 clusters
  Score: Raw -502830.207693 + Penalty 2884.013644 = -499946.194049
  nChanged 630
		SP:Iteration 3F (113038.410000 sec): 3 clusters
  Score: Raw -503489.552285 + Penalty 2884.013644 = -500605.538641
  nChanged 525
		SP:Iteration 4F (113038.610000 sec): 3 clusters
  Score: Raw -504069.393316 + Penalty 2884.013644 = -501185.379672
  nChanged 477
		SP:Iteration 5F (113038.850000 sec): 3 clusters
  Score: Raw -504541.532767 + Penalty 2884.013644 = -501657.519123
  nChanged 357
		SP:Iteration 6Q (113038.970000 sec): 3 clusters
  Score: Raw -504854.243122 + Penalty 2884.013644 = -501970.229478
  nChanged 232
		SP:Iteration 7Q (113039.170000 sec): 3 clusters
  Score: Raw -504982.301291 + Penalty 2884.013644 = -502098.287647
  nChanged 132
		SP:Iteration 8Q (113039.380000 sec): 3 clusters
  Score: Raw -505042.995209 + Penalty 2884.013644 = -502158.981565
  nChanged 97
		SP:Iteration 9Q (113039.580000 sec): 3 clusters
  Score: Raw -505092.297753 + Penalty 2884.013644 = -502208.284109
  nChanged 92
		SP:Iteration 10Q (113039.780000 sec): 3 clusters
  Score: Raw -505132.310211 + Penalty 2884.013644 = -502248.296567
  nChanged 94
		SP:Iteration 11Q (113039.980000 sec): 3 clusters
  Score: Raw -505165.655800 + Penalty 2884.013644 = -502281.642156
  nChanged 84
		SP:Iteration 12Q (113040.190000 sec): 3 clusters
  Score: Raw -505203.849378 + Penalty 2884.013644 = -502319.835734
  nChanged 79
		SP:Iteration 13Q (113040.420000 sec): 3 clusters
  Score: Raw -505238.651267 + Penalty 2884.013644 = -502354.637623
  nChanged 71
		SP:Iteration 14Q (113040.520000 sec): 3 clusters
  Score: Raw -505266.569187 + Penalty 2884.013644 = -502382.555543
  nChanged 56
		SP:Iteration 15Q (113040.620000 sec): 3 clusters
  Score: Raw -505290.300911 + Penalty 2884.013644 = -502406.287267
  nChanged 64
		SP:Iteration 16Q (113040.720000 sec): 3 clusters
  Score: Raw -505315.817832 + Penalty 2884.013644 = -502431.804188
  nChanged 57
		SP:Iteration 17Q (113040.830000 sec): 3 clusters
  Score: Raw -505334.817595 + Penalty 2884.013644 = -502450.803951
  nChanged 40
		SP:Iteration 18Q (113040.940000 sec): 3 clusters
  Score: Raw -505345.397141 + Penalty 2884.013644 = -502461.383497
  nChanged 30
		SP:Iteration 19Q (113041.160000 sec): 3 clusters
  Score: Raw -505355.521378 + Penalty 2884.013644 = -502471.507734
  nChanged 41
		SP:Iteration 20F (113041.360000 sec): 3 clusters
  Score: Raw -505369.525465 + Penalty 2884.013644 = -502485.511821
  nChanged 49
		SP:Iteration 21Q (113041.560000 sec): 3 clusters
  Score: Raw -505385.952990 + Penalty 2884.013644 = -502501.939346
  nChanged 37
		SP:Iteration 22Q (113041.760000 sec): 3 clusters
  Score: Raw -505400.124606 + Penalty 2884.013644 = -502516.110962
  nChanged 44
		SP:Iteration 23Q (113041.970000 sec): 3 clusters
  Score: Raw -505422.014917 + Penalty 2884.013644 = -502538.001273
  nChanged 40
		SP:Iteration 24Q (113042.120000 sec): 3 clusters
  Score: Raw -505442.244652 + Penalty 2884.013644 = -502558.231008
  nChanged 49
		SP:Iteration 25Q (113042.220000 sec): 3 clusters
  Score: Raw -505465.801126 + Penalty 2884.013644 = -502581.787482
  nChanged 55
		SP:Iteration 26Q (113042.320000 sec): 3 clusters
  Score: Raw -505490.667974 + Penalty 2884.013644 = -502606.654330
  nChanged 65
		SP:Iteration 27Q (113042.420000 sec): 3 clusters
  Score: Raw -505513.664267 + Penalty 2884.013644 = -502629.650623
  nChanged 40
		SP:Iteration 28Q (113042.610000 sec): 3 clusters
  Score: Raw -505525.304252 + Penalty 2884.013644 = -502641.290608
  nChanged 32
		SP:Iteration 29Q (113042.810000 sec): 3 clusters
  Score: Raw -505533.808689 + Penalty 2884.013644 = -502649.795046
  nChanged 27
		SP:Iteration 30Q (113043.010000 sec): 3 clusters
  Score: Raw -505541.387879 + Penalty 2884.013644 = -502657.374235
  nChanged 25
		SP:Iteration 31Q (113043.220000 sec): 3 clusters
  Score: Raw -505546.210078 + Penalty 2884.013644 = -502662.196435
  nChanged 20
		SP:Iteration 32Q (113043.420000 sec): 3 clusters
  Score: Raw -505550.804939 + Penalty 2884.013644 = -502666.791295
  nChanged 19
		SP:Iteration 33Q (113043.620000 sec): 3 clusters
  Score: Raw -505555.850486 + Penalty 2884.013644 = -502671.836842
  nChanged 14
		SP:Iteration 34Q (113043.820000 sec): 3 clusters
  Score: Raw -505559.568614 + Penalty 2884.013644 = -502675.554970
  nChanged 16
		SP:Iteration 35Q (113044.020000 sec): 3 clusters
  Score: Raw -505562.390126 + Penalty 2884.013644 = -502678.376482
  nChanged 16
		SP:Iteration 36Q (113044.220000 sec): 3 clusters
  Score: Raw -505565.390205 + Penalty 2884.013644 = -502681.376561
  nChanged 8
		SP:Iteration 37Q (113044.430000 sec): 3 clusters
  Score: Raw -505566.973095 + Penalty 2884.013644 = -502682.959451
  nChanged 9
		SP:Iteration 38Q (113044.630000 sec): 3 clusters
  Score: Raw -505569.405546 + Penalty 2884.013644 = -502685.391902
  nChanged 14
		SP:Iteration 39Q (113044.830000 sec): 3 clusters
  Score: Raw -505573.883107 + Penalty 2884.013644 = -502689.869464
  nChanged 20
		SP:Iteration 40F (113045.040000 sec): 3 clusters
  Score: Raw -505577.987361 + Penalty 2884.013644 = -502693.973717
  nChanged 10
		SP:Iteration 41Q (113045.240000 sec): 3 clusters
  Score: Raw -505580.163185 + Penalty 2884.013644 = -502696.149542
  nChanged 9
		SP:Iteration 42Q (113045.440000 sec): 3 clusters
  Score: Raw -505581.670277 + Penalty 2884.013644 = -502697.656633
  nChanged 6
		SP:Iteration 43Q (113045.660000 sec): 3 clusters
  Score: Raw -505582.369157 + Penalty 2884.013644 = -502698.355513
  nChanged 6
		SP:Iteration 44Q (113045.870000 sec): 3 clusters
  Score: Raw -505582.871338 + Penalty 2884.013644 = -502698.857694
  nChanged 4
		SP:Iteration 45Q (113046.070000 sec): 3 clusters
  Score: Raw -505583.554344 + Penalty 2884.013644 = -502699.540700
  nChanged 8
		SP:Iteration 46Q (113046.270000 sec): 3 clusters
  Score: Raw -505584.707669 + Penalty 2884.013644 = -502700.694025
  nChanged 6
		SP:Iteration 47Q (113046.470000 sec): 3 clusters
  Score: Raw -505585.281094 + Penalty 2884.013644 = -502701.267450
  nChanged 2
		SP:Iteration 48Q (113046.670000 sec): 3 clusters
  Score: Raw -505585.645870 + Penalty 2884.013644 = -502701.632226
  nChanged 2
		SP:Iteration 49Q (113046.880000 sec): 3 clusters
  Score: Raw -505585.839629 + Penalty 2884.013644 = -502701.825985
  nChanged 0
		SP:Iteration 50F (113047.080000 sec): 3 clusters
  Score: Raw -505585.839629 + Penalty 2884.013644 = -502701.825985
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (5703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113047.180000 sec): 2 clusters
  Score: Raw -396215.717226 + Penalty 1405.421490 = -394810.295736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113047.350000 sec): 3 clusters
  Score: Raw -393239.328728 + Penalty 2810.842980 = -390428.485748
  nChanged 2358
		SP:Iteration 1F (113047.520000 sec): 3 clusters
  Score: Raw -394911.353211 + Penalty 2810.842980 = -392100.510231
  nChanged 586
		SP:Iteration 2F (113047.690000 sec): 3 clusters
  Score: Raw -395554.418785 + Penalty 2810.842980 = -392743.575805
  nChanged 498
		SP:Iteration 3F (113047.860000 sec): 3 clusters
  Score: Raw -396018.759676 + Penalty 2810.842980 = -393207.916696
  nChanged 380
		SP:Iteration 4F (113048.030000 sec): 3 clusters
  Score: Raw -396314.343763 + Penalty 2810.842980 = -393503.500783
  nChanged 267
		SP:Iteration 5Q (113048.200000 sec): 3 clusters
  Score: Raw -396477.708567 + Penalty 2810.842980 = -393666.865587
  nChanged 209
		SP:Iteration 6Q (113048.380000 sec): 3 clusters
  Score: Raw -396594.176568 + Penalty 2810.842980 = -393783.333588
  nChanged 147
		SP:Iteration 7Q (113048.540000 sec): 3 clusters
  Score: Raw -396656.146525 + Penalty 2810.842980 = -393845.303545
  nChanged 113
		SP:Iteration 8Q (113048.720000 sec): 3 clusters
  Score: Raw -396706.733820 + Penalty 2810.842980 = -393895.890840
  nChanged 89
		SP:Iteration 9Q (113048.880000 sec): 3 clusters
  Score: Raw -396746.196495 + Penalty 2810.842980 = -393935.353515
  nChanged 90
		SP:Iteration 10Q (113049.060000 sec): 3 clusters
  Score: Raw -396787.615143 + Penalty 2810.842980 = -393976.772163
  nChanged 90
		SP:Iteration 11Q (113049.220000 sec): 3 clusters
  Score: Raw -396831.086695 + Penalty 2810.842980 = -394020.243715
  nChanged 90
		SP:Iteration 12Q (113049.400000 sec): 3 clusters
  Score: Raw -396871.317359 + Penalty 2810.842980 = -394060.474379
  nChanged 83
		SP:Iteration 13Q (113049.610000 sec): 3 clusters
  Score: Raw -396908.129869 + Penalty 2810.842980 = -394097.286888
  nChanged 87
		SP:Iteration 14Q (113049.780000 sec): 3 clusters
  Score: Raw -396950.627588 + Penalty 2810.842980 = -394139.784608
  nChanged 93
		SP:Iteration 15Q (113049.920000 sec): 3 clusters
  Score: Raw -396989.672674 + Penalty 2810.842980 = -394178.829694
  nChanged 71
		SP:Iteration 16Q (113050.090000 sec): 3 clusters
  Score: Raw -397022.338829 + Penalty 2810.842980 = -394211.495849
  nChanged 68
		SP:Iteration 17Q (113050.260000 sec): 3 clusters
  Score: Raw -397048.876940 + Penalty 2810.842980 = -394238.033960
  nChanged 57
		SP:Iteration 18Q (113050.430000 sec): 3 clusters
  Score: Raw -397066.782063 + Penalty 2810.842980 = -394255.939083
  nChanged 44
		SP:Iteration 19Q (113050.640000 sec): 3 clusters
  Score: Raw -397084.921263 + Penalty 2810.842980 = -394274.078283
  nChanged 38
		SP:Iteration 20F (113050.810000 sec): 3 clusters
  Score: Raw -397097.497551 + Penalty 2810.842980 = -394286.654571
  nChanged 40
		SP:Iteration 21Q (113050.980000 sec): 3 clusters
  Score: Raw -397110.144654 + Penalty 2810.842980 = -394299.301674
  nChanged 34
		SP:Iteration 22Q (113051.150000 sec): 3 clusters
  Score: Raw -397121.609028 + Penalty 2810.842980 = -394310.766048
  nChanged 31
		SP:Iteration 23Q (113051.320000 sec): 3 clusters
  Score: Raw -397131.500523 + Penalty 2810.842980 = -394320.657543
  nChanged 27
		SP:Iteration 24Q (113051.490000 sec): 3 clusters
  Score: Raw -397141.385571 + Penalty 2810.842980 = -394330.542591
  nChanged 23
		SP:Iteration 25Q (113051.660000 sec): 3 clusters
  Score: Raw -397147.321856 + Penalty 2810.842980 = -394336.478876
  nChanged 22
		SP:Iteration 26Q (113051.840000 sec): 3 clusters
  Score: Raw -397153.983760 + Penalty 2810.842980 = -394343.140780
  nChanged 23
		SP:Iteration 27Q (113052.120000 sec): 3 clusters
  Score: Raw -397162.409886 + Penalty 2810.842980 = -394351.566906
  nChanged 31
		SP:Iteration 28Q (113052.260000 sec): 3 clusters
  Score: Raw -397174.218496 + Penalty 2810.842980 = -394363.375516
  nChanged 26
		SP:Iteration 29Q (113052.430000 sec): 3 clusters
  Score: Raw -397186.233813 + Penalty 2810.842980 = -394375.390833
  nChanged 31
		SP:Iteration 30Q (113052.600000 sec): 3 clusters
  Score: Raw -397201.698895 + Penalty 2810.842980 = -394390.855915
  nChanged 39
		SP:Iteration 31Q (113052.770000 sec): 3 clusters
  Score: Raw -397216.912477 + Penalty 2810.842980 = -394406.069497
  nChanged 37
		SP:Iteration 32Q (113052.940000 sec): 3 clusters
  Score: Raw -397232.831537 + Penalty 2810.842980 = -394421.988557
  nChanged 46
		SP:Iteration 33Q (113053.110000 sec): 3 clusters
  Score: Raw -397247.584908 + Penalty 2810.842980 = -394436.741927
  nChanged 39
		SP:Iteration 34Q (113053.280000 sec): 3 clusters
  Score: Raw -397263.974649 + Penalty 2810.842980 = -394453.131669
  nChanged 34
		SP:Iteration 35Q (113053.460000 sec): 3 clusters
  Score: Raw -397279.643662 + Penalty 2810.842980 = -394468.800681
  nChanged 31
		SP:Iteration 36Q (113053.620000 sec): 3 clusters
  Score: Raw -397292.323816 + Penalty 2810.842980 = -394481.480836
  nChanged 44
		SP:Iteration 37Q (113053.790000 sec): 3 clusters
  Score: Raw -397310.212627 + Penalty 2810.842980 = -394499.369647
  nChanged 45
		SP:Iteration 38Q (113053.960000 sec): 3 clusters
  Score: Raw -397325.291261 + Penalty 2810.842980 = -394514.448281
  nChanged 37
		SP:Iteration 39Q (113054.130000 sec): 3 clusters
  Score: Raw -397335.427001 + Penalty 2810.842980 = -394524.584021
  nChanged 22
		SP:Iteration 40F (113054.300000 sec): 3 clusters
  Score: Raw -397341.220141 + Penalty 2810.842980 = -394530.377160
  nChanged 21
		SP:Iteration 41Q (113054.480000 sec): 3 clusters
  Score: Raw -397347.376909 + Penalty 2810.842980 = -394536.533929
  nChanged 17
		SP:Iteration 42Q (113054.640000 sec): 3 clusters
  Score: Raw -397354.441888 + Penalty 2810.842980 = -394543.598908
  nChanged 17
		SP:Iteration 43Q (113054.820000 sec): 3 clusters
  Score: Raw -397359.155848 + Penalty 2810.842980 = -394548.312868
  nChanged 20
		SP:Iteration 44Q (113054.980000 sec): 3 clusters
  Score: Raw -397365.196490 + Penalty 2810.842980 = -394554.353510
  nChanged 24
		SP:Iteration 45Q (113055.160000 sec): 3 clusters
  Score: Raw -397372.800828 + Penalty 2810.842980 = -394561.957848
  nChanged 23
		SP:Iteration 46Q (113055.330000 sec): 3 clusters
  Score: Raw -397380.343767 + Penalty 2810.842980 = -394569.500786
  nChanged 23
		SP:Iteration 47Q (113055.500000 sec): 3 clusters
  Score: Raw -397386.766709 + Penalty 2810.842980 = -394575.923729
  nChanged 18
		SP:Iteration 48Q (113055.670000 sec): 3 clusters
  Score: Raw -397392.583097 + Penalty 2810.842980 = -394581.740117
  nChanged 22
		SP:Iteration 49Q (113055.840000 sec): 3 clusters
  Score: Raw -397397.525739 + Penalty 2810.842980 = -394586.682759
  nChanged 14
		SP:Iteration 50Q (113056.010000 sec): 3 clusters
  Score: Raw -397401.050136 + Penalty 2810.842980 = -394590.207156
  nChanged 18
		SP:Iteration 51Q (113056.180000 sec): 3 clusters
  Score: Raw -397405.290847 + Penalty 2810.842980 = -394594.447866
  nChanged 16
		SP:Iteration 52Q (113056.350000 sec): 3 clusters
  Score: Raw -397409.127039 + Penalty 2810.842980 = -394598.284058
  nChanged 19
		SP:Iteration 53Q (113056.520000 sec): 3 clusters
  Score: Raw -397412.670912 + Penalty 2810.842980 = -394601.827932
  nChanged 12
		SP:Iteration 54Q (113056.760000 sec): 3 clusters
  Score: Raw -397415.258391 + Penalty 2810.842980 = -394604.415411
  nChanged 11
		SP:Iteration 55Q (113056.950000 sec): 3 clusters
  Score: Raw -397417.164816 + Penalty 2810.842980 = -394606.321836
  nChanged 6
		SP:Iteration 56Q (113057.120000 sec): 3 clusters
  Score: Raw -397417.701826 + Penalty 2810.842980 = -394606.858846
  nChanged 3
		SP:Iteration 57Q (113057.290000 sec): 3 clusters
  Score: Raw -397418.096756 + Penalty 2810.842980 = -394607.253776
  nChanged 4
		SP:Iteration 58Q (113057.460000 sec): 3 clusters
  Score: Raw -397418.609350 + Penalty 2810.842980 = -394607.766370
  nChanged 2
		SP:Iteration 59Q (113057.630000 sec): 3 clusters
  Score: Raw -397419.181953 + Penalty 2810.842980 = -394608.338973
  nChanged 2
		SP:Iteration 60F (113057.800000 sec): 3 clusters
  Score: Raw -397419.414148 + Penalty 2810.842980 = -394608.571167
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (4074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113057.900000 sec): 2 clusters
  Score: Raw -321247.349023 + Penalty 1350.761847 = -319896.587176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113058.080000 sec): 3 clusters
  Score: Raw -319187.702772 + Penalty 2701.523694 = -316486.179078
  nChanged 1624
		SP:Iteration 1F (113058.250000 sec): 3 clusters
  Score: Raw -320216.862956 + Penalty 2701.523694 = -317515.339262
  nChanged 362
		SP:Iteration 2F (113058.430000 sec): 3 clusters
  Score: Raw -320526.889650 + Penalty 2701.523694 = -317825.365956
  nChanged 307
		SP:Iteration 3F (113058.600000 sec): 3 clusters
  Score: Raw -320775.688394 + Penalty 2701.523694 = -318074.164700
  nChanged 248
		SP:Iteration 4F (113058.780000 sec): 3 clusters
  Score: Raw -321001.310594 + Penalty 2701.523694 = -318299.786900
  nChanged 233
		SP:Iteration 5F (113058.960000 sec): 3 clusters
  Score: Raw -321188.167467 + Penalty 2701.523694 = -318486.643773
  nChanged 166
		SP:Iteration 6Q (113059.130000 sec): 3 clusters
  Score: Raw -321314.022401 + Penalty 2701.523694 = -318612.498707
  nChanged 160
		SP:Iteration 7Q (113059.310000 sec): 3 clusters
  Score: Raw -321421.704137 + Penalty 2701.523694 = -318720.180443
  nChanged 127
		SP:Iteration 8Q (113059.480000 sec): 3 clusters
  Score: Raw -321500.367460 + Penalty 2701.523694 = -318798.843766
  nChanged 104
		SP:Iteration 9Q (113059.660000 sec): 3 clusters
  Score: Raw -321560.778371 + Penalty 2701.523694 = -318859.254677
  nChanged 86
		SP:Iteration 10Q (113059.830000 sec): 3 clusters
  Score: Raw -321607.583088 + Penalty 2701.523694 = -318906.059394
  nChanged 71
		SP:Iteration 11Q (113060.010000 sec): 3 clusters
  Score: Raw -321642.491559 + Penalty 2701.523694 = -318940.967865
  nChanged 54
		SP:Iteration 12Q (113060.210000 sec): 3 clusters
  Score: Raw -321669.439660 + Penalty 2701.523694 = -318967.915966
  nChanged 48
		SP:Iteration 13Q (113060.370000 sec): 3 clusters
  Score: Raw -321690.579529 + Penalty 2701.523694 = -318989.055835
  nChanged 42
		SP:Iteration 14Q (113060.540000 sec): 3 clusters
  Score: Raw -321710.558280 + Penalty 2701.523694 = -319009.034586
  nChanged 35
		SP:Iteration 15Q (113060.720000 sec): 3 clusters
  Score: Raw -321724.211596 + Penalty 2701.523694 = -319022.687902
  nChanged 34
		SP:Iteration 16Q (113060.890000 sec): 3 clusters
  Score: Raw -321741.699433 + Penalty 2701.523694 = -319040.175739
  nChanged 30
		SP:Iteration 17Q (113061.070000 sec): 3 clusters
  Score: Raw -321755.994231 + Penalty 2701.523694 = -319054.470537
  nChanged 36
		SP:Iteration 18Q (113061.240000 sec): 3 clusters
  Score: Raw -321768.532744 + Penalty 2701.523694 = -319067.009051
  nChanged 26
		SP:Iteration 19Q (113061.420000 sec): 3 clusters
  Score: Raw -321780.400527 + Penalty 2701.523694 = -319078.876833
  nChanged 25
		SP:Iteration 20F (113061.600000 sec): 3 clusters
  Score: Raw -321789.827124 + Penalty 2701.523694 = -319088.303430
  nChanged 20
		SP:Iteration 21Q (113061.770000 sec): 3 clusters
  Score: Raw -321795.922388 + Penalty 2701.523694 = -319094.398694
  nChanged 23
		SP:Iteration 22Q (113061.950000 sec): 3 clusters
  Score: Raw -321806.700316 + Penalty 2701.523694 = -319105.176622
  nChanged 24
		SP:Iteration 23Q (113062.060000 sec): 3 clusters
  Score: Raw -321818.736312 + Penalty 2701.523694 = -319117.212618
  nChanged 25
		SP:Iteration 24Q (113062.140000 sec): 3 clusters
  Score: Raw -321831.370744 + Penalty 2701.523694 = -319129.847050
  nChanged 25
		SP:Iteration 25Q (113062.220000 sec): 3 clusters
  Score: Raw -321840.050319 + Penalty 2701.523694 = -319138.526625
  nChanged 24
		SP:Iteration 26Q (113062.290000 sec): 3 clusters
  Score: Raw -321850.461169 + Penalty 2701.523694 = -319148.937475
  nChanged 27
		SP:Iteration 27Q (113062.370000 sec): 3 clusters
  Score: Raw -321864.428522 + Penalty 2701.523694 = -319162.904828
  nChanged 30
		SP:Iteration 28Q (113062.450000 sec): 3 clusters
  Score: Raw -321880.612425 + Penalty 2701.523694 = -319179.088731
  nChanged 29
		SP:Iteration 29Q (113062.520000 sec): 3 clusters
  Score: Raw -321901.157696 + Penalty 2701.523694 = -319199.634002
  nChanged 46
		SP:Iteration 30Q (113062.600000 sec): 3 clusters
  Score: Raw -321935.322705 + Penalty 2701.523694 = -319233.799011
  nChanged 57
		SP:Iteration 31Q (113062.680000 sec): 3 clusters
  Score: Raw -321975.058646 + Penalty 2701.523694 = -319273.534952
  nChanged 52
		SP:Iteration 32Q (113062.750000 sec): 3 clusters
  Score: Raw -322019.852543 + Penalty 2701.523694 = -319318.328850
  nChanged 69
		SP:Iteration 33Q (113062.830000 sec): 3 clusters
  Score: Raw -322090.118155 + Penalty 2701.523694 = -319388.594461
  nChanged 100
		SP:Iteration 34Q (113062.910000 sec): 3 clusters
  Score: Raw -322202.809893 + Penalty 2701.523694 = -319501.286199
  nChanged 95
		SP:Iteration 35Q (113062.990000 sec): 3 clusters
  Score: Raw -322312.530392 + Penalty 2701.523694 = -319611.006698
  nChanged 94
		SP:Iteration 36Q (113063.060000 sec): 3 clusters
  Score: Raw -322414.671422 + Penalty 2701.523694 = -319713.147728
  nChanged 85
		SP:Iteration 37Q (113063.140000 sec): 3 clusters
  Score: Raw -322492.491874 + Penalty 2701.523694 = -319790.968180
  nChanged 66
		SP:Iteration 38Q (113063.210000 sec): 3 clusters
  Score: Raw -322539.173257 + Penalty 2701.523694 = -319837.649563
  nChanged 40
		SP:Iteration 39Q (113063.290000 sec): 3 clusters
  Score: Raw -322562.041483 + Penalty 2701.523694 = -319860.517789
  nChanged 24
		SP:Iteration 40F (113063.370000 sec): 3 clusters
  Score: Raw -322573.926028 + Penalty 2701.523694 = -319872.402334
  nChanged 20
		SP:Iteration 41Q (113063.450000 sec): 3 clusters
  Score: Raw -322583.162863 + Penalty 2701.523694 = -319881.639169
  nChanged 18
		SP:Iteration 42Q (113063.560000 sec): 3 clusters
  Score: Raw -322593.596253 + Penalty 2701.523694 = -319892.072559
  nChanged 12
		SP:Iteration 43Q (113063.740000 sec): 3 clusters
  Score: Raw -322600.162360 + Penalty 2701.523694 = -319898.638666
  nChanged 13
		SP:Iteration 44Q (113063.910000 sec): 3 clusters
  Score: Raw -322607.563848 + Penalty 2701.523694 = -319906.040154
  nChanged 9
		SP:Iteration 45Q (113064.090000 sec): 3 clusters
  Score: Raw -322609.830064 + Penalty 2701.523694 = -319908.306370
  nChanged 6
		SP:Iteration 46Q (113064.270000 sec): 3 clusters
  Score: Raw -322613.237822 + Penalty 2701.523694 = -319911.714128
  nChanged 5
		SP:Iteration 47Q (113064.440000 sec): 3 clusters
  Score: Raw -322614.886214 + Penalty 2701.523694 = -319913.362520
  nChanged 3
		SP:Iteration 48Q (113064.620000 sec): 3 clusters
  Score: Raw -322615.770716 + Penalty 2701.523694 = -319914.247022
  nChanged 1
		SP:Iteration 49Q (113064.790000 sec): 3 clusters
  Score: Raw -322615.935058 + Penalty 2701.523694 = -319914.411364
  nChanged 0
		SP:Iteration 50F (113064.900000 sec): 3 clusters
  Score: Raw -322615.935058 + Penalty 2701.523694 = -319914.411364
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 93.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (4467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113064.970000 sec): 2 clusters
  Score: Raw -345268.108257 + Penalty 1365.726752 = -343902.381505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113065.070000 sec): 3 clusters
  Score: Raw -343020.629999 + Penalty 2731.453504 = -340289.176495
  nChanged 1816
		SP:Iteration 1F (113065.160000 sec): 3 clusters
  Score: Raw -344148.965295 + Penalty 2731.453504 = -341417.511790
  nChanged 401
		SP:Iteration 2F (113065.250000 sec): 3 clusters
  Score: Raw -344453.190599 + Penalty 2731.453504 = -341721.737094
  nChanged 327
		SP:Iteration 3F (113065.340000 sec): 3 clusters
  Score: Raw -344700.671539 + Penalty 2731.453504 = -341969.218034
  nChanged 256
		SP:Iteration 4F (113065.430000 sec): 3 clusters
  Score: Raw -344874.985895 + Penalty 2731.453504 = -342143.532391
  nChanged 214
		SP:Iteration 5Q (113065.510000 sec): 3 clusters
  Score: Raw -345033.886610 + Penalty 2731.453504 = -342302.433106
  nChanged 205
		SP:Iteration 6Q (113065.600000 sec): 3 clusters
  Score: Raw -345185.412634 + Penalty 2731.453504 = -342453.959129
  nChanged 164
		SP:Iteration 7Q (113065.690000 sec): 3 clusters
  Score: Raw -345326.354336 + Penalty 2731.453504 = -342594.900832
  nChanged 171
		SP:Iteration 8Q (113065.780000 sec): 3 clusters
  Score: Raw -345461.993111 + Penalty 2731.453504 = -342730.539606
  nChanged 171
		SP:Iteration 9Q (113065.870000 sec): 3 clusters
  Score: Raw -345590.497651 + Penalty 2731.453504 = -342859.044147
  nChanged 144
		SP:Iteration 10Q (113065.950000 sec): 3 clusters
  Score: Raw -345676.471679 + Penalty 2731.453504 = -342945.018174
  nChanged 126
		SP:Iteration 11Q (113066.040000 sec): 3 clusters
  Score: Raw -345762.668266 + Penalty 2731.453504 = -343031.214761
  nChanged 116
		SP:Iteration 12Q (113066.130000 sec): 3 clusters
  Score: Raw -345854.167962 + Penalty 2731.453504 = -343122.714458
  nChanged 115
		SP:Iteration 13Q (113066.220000 sec): 3 clusters
  Score: Raw -345928.403444 + Penalty 2731.453504 = -343196.949940
  nChanged 96
		SP:Iteration 14Q (113066.310000 sec): 3 clusters
  Score: Raw -345989.063625 + Penalty 2731.453504 = -343257.610121
  nChanged 92
		SP:Iteration 15Q (113066.490000 sec): 3 clusters
  Score: Raw -346042.859084 + Penalty 2731.453504 = -343311.405580
  nChanged 86
		SP:Iteration 16Q (113066.670000 sec): 3 clusters
  Score: Raw -346087.404846 + Penalty 2731.453504 = -343355.951341
  nChanged 73
		SP:Iteration 17Q (113066.840000 sec): 3 clusters
  Score: Raw -346122.345885 + Penalty 2731.453504 = -343390.892381
  nChanged 61
		SP:Iteration 18Q (113067.010000 sec): 3 clusters
  Score: Raw -346153.893884 + Penalty 2731.453504 = -343422.440380
  nChanged 58
		SP:Iteration 19Q (113067.190000 sec): 3 clusters
  Score: Raw -346178.195533 + Penalty 2731.453504 = -343446.742028
  nChanged 46
		SP:Iteration 20F (113067.370000 sec): 3 clusters
  Score: Raw -346198.907755 + Penalty 2731.453504 = -343467.454251
  nChanged 37
		SP:Iteration 21Q (113067.540000 sec): 3 clusters
  Score: Raw -346213.770632 + Penalty 2731.453504 = -343482.317128
  nChanged 41
		SP:Iteration 22Q (113067.720000 sec): 3 clusters
  Score: Raw -346233.304681 + Penalty 2731.453504 = -343501.851176
  nChanged 42
		SP:Iteration 23Q (113067.890000 sec): 3 clusters
  Score: Raw -346253.771986 + Penalty 2731.453504 = -343522.318482
  nChanged 53
		SP:Iteration 24Q (113068.070000 sec): 3 clusters
  Score: Raw -346276.506941 + Penalty 2731.453504 = -343545.053437
  nChanged 44
		SP:Iteration 25Q (113068.250000 sec): 3 clusters
  Score: Raw -346294.348750 + Penalty 2731.453504 = -343562.895246
  nChanged 34
		SP:Iteration 26Q (113068.420000 sec): 3 clusters
  Score: Raw -346304.490576 + Penalty 2731.453504 = -343573.037072
  nChanged 21
		SP:Iteration 27Q (113068.600000 sec): 3 clusters
  Score: Raw -346310.791954 + Penalty 2731.453504 = -343579.338450
  nChanged 20
		SP:Iteration 28Q (113068.770000 sec): 3 clusters
  Score: Raw -346316.954097 + Penalty 2731.453504 = -343585.500593
  nChanged 13
		SP:Iteration 29Q (113068.950000 sec): 3 clusters
  Score: Raw -346320.503367 + Penalty 2731.453504 = -343589.049862
  nChanged 13
		SP:Iteration 30Q (113069.130000 sec): 3 clusters
  Score: Raw -346323.970630 + Penalty 2731.453504 = -343592.517126
  nChanged 9
		SP:Iteration 31Q (113069.300000 sec): 3 clusters
  Score: Raw -346326.838742 + Penalty 2731.453504 = -343595.385237
  nChanged 9
		SP:Iteration 32Q (113069.480000 sec): 3 clusters
  Score: Raw -346330.450840 + Penalty 2731.453504 = -343598.997336
  nChanged 14
		SP:Iteration 33Q (113069.650000 sec): 3 clusters
  Score: Raw -346334.714582 + Penalty 2731.453504 = -343603.261077
  nChanged 13
		SP:Iteration 34Q (113069.830000 sec): 3 clusters
  Score: Raw -346338.037355 + Penalty 2731.453504 = -343606.583851
  nChanged 9
		SP:Iteration 35Q (113070.010000 sec): 3 clusters
  Score: Raw -346340.704025 + Penalty 2731.453504 = -343609.250520
  nChanged 9
		SP:Iteration 36Q (113070.190000 sec): 3 clusters
  Score: Raw -346344.779506 + Penalty 2731.453504 = -343613.326001
  nChanged 13
		SP:Iteration 37Q (113070.360000 sec): 3 clusters
  Score: Raw -346348.140064 + Penalty 2731.453504 = -343616.686560
  nChanged 7
		SP:Iteration 38Q (113070.540000 sec): 3 clusters
  Score: Raw -346349.720158 + Penalty 2731.453504 = -343618.266654
  nChanged 4
		SP:Iteration 39Q (113070.720000 sec): 3 clusters
  Score: Raw -346350.517151 + Penalty 2731.453504 = -343619.063646
  nChanged 3
		SP:Iteration 40F (113070.890000 sec): 3 clusters
  Score: Raw -346351.330481 + Penalty 2731.453504 = -343619.876977
  nChanged 4
		SP:Iteration 41Q (113071.070000 sec): 3 clusters
  Score: Raw -346351.879217 + Penalty 2731.453504 = -343620.425712
  nChanged 3
		SP:Iteration 42Q (113071.240000 sec): 3 clusters
  Score: Raw -346352.282538 + Penalty 2731.453504 = -343620.829033
  nChanged 3
		SP:Iteration 43Q (113071.420000 sec): 3 clusters
  Score: Raw -346352.691672 + Penalty 2731.453504 = -343621.238168
  nChanged 2
		SP:Iteration 44Q (113071.590000 sec): 3 clusters
  Score: Raw -346352.966886 + Penalty 2731.453504 = -343621.513382
  nChanged 1
		SP:Iteration 45Q (113071.770000 sec): 3 clusters
  Score: Raw -346353.079152 + Penalty 2731.453504 = -343621.625647
  nChanged 0
		SP:Iteration 46F (113071.940000 sec): 3 clusters
  Score: Raw -346353.079152 + Penalty 2731.453504 = -343621.625647
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (6421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113072.060000 sec): 2 clusters
  Score: Raw -525568.537473 + Penalty 1424.690987 = -524143.846486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113072.280000 sec): 3 clusters
  Score: Raw -522150.962474 + Penalty 2849.381973 = -519301.580501
  nChanged 2699
		SP:Iteration 1F (113072.440000 sec): 3 clusters
  Score: Raw -523962.311267 + Penalty 2849.381973 = -521112.929294
  nChanged 578
		SP:Iteration 2F (113072.600000 sec): 3 clusters
  Score: Raw -524457.904569 + Penalty 2849.381973 = -521608.522596
  nChanged 486
		SP:Iteration 3F (113072.770000 sec): 3 clusters
  Score: Raw -524850.457359 + Penalty 2849.381973 = -522001.075386
  nChanged 395
		SP:Iteration 4F (113072.940000 sec): 3 clusters
  Score: Raw -525079.196118 + Penalty 2849.381973 = -522229.814145
  nChanged 233
		SP:Iteration 5Q (113073.100000 sec): 3 clusters
  Score: Raw -525211.297910 + Penalty 2849.381973 = -522361.915937
  nChanged 205
		SP:Iteration 6Q (113073.260000 sec): 3 clusters
  Score: Raw -525311.093702 + Penalty 2849.381973 = -522461.711729
  nChanged 154
		SP:Iteration 7Q (113073.430000 sec): 3 clusters
  Score: Raw -525376.218372 + Penalty 2849.381973 = -522526.836399
  nChanged 139
		SP:Iteration 8Q (113073.590000 sec): 3 clusters
  Score: Raw -525438.988516 + Penalty 2849.381973 = -522589.606543
  nChanged 125
		SP:Iteration 9Q (113073.760000 sec): 3 clusters
  Score: Raw -525482.680559 + Penalty 2849.381973 = -522633.298586
  nChanged 94
		SP:Iteration 10Q (113073.920000 sec): 3 clusters
  Score: Raw -525514.838697 + Penalty 2849.381973 = -522665.456723
  nChanged 72
		SP:Iteration 11Q (113074.080000 sec): 3 clusters
  Score: Raw -525533.154509 + Penalty 2849.381973 = -522683.772536
  nChanged 50
		SP:Iteration 12Q (113074.250000 sec): 3 clusters
  Score: Raw -525545.582438 + Penalty 2849.381973 = -522696.200465
  nChanged 44
		SP:Iteration 13Q (113074.420000 sec): 3 clusters
  Score: Raw -525556.918415 + Penalty 2849.381973 = -522707.536442
  nChanged 37
		SP:Iteration 14Q (113074.580000 sec): 3 clusters
  Score: Raw -525568.686222 + Penalty 2849.381973 = -522719.304249
  nChanged 46
		SP:Iteration 15Q (113074.780000 sec): 3 clusters
  Score: Raw -525581.954182 + Penalty 2849.381973 = -522732.572209
  nChanged 42
		SP:Iteration 16Q (113074.950000 sec): 3 clusters
  Score: Raw -525593.334333 + Penalty 2849.381973 = -522743.952360
  nChanged 38
		SP:Iteration 17Q (113075.110000 sec): 3 clusters
  Score: Raw -525602.426634 + Penalty 2849.381973 = -522753.044661
  nChanged 37
		SP:Iteration 18Q (113075.280000 sec): 3 clusters
  Score: Raw -525610.010675 + Penalty 2849.381973 = -522760.628702
  nChanged 26
		SP:Iteration 19Q (113075.490000 sec): 3 clusters
  Score: Raw -525614.591847 + Penalty 2849.381973 = -522765.209874
  nChanged 23
		SP:Iteration 20F (113075.650000 sec): 3 clusters
  Score: Raw -525618.325896 + Penalty 2849.381973 = -522768.943923
  nChanged 15
		SP:Iteration 21Q (113075.820000 sec): 3 clusters
  Score: Raw -525621.338669 + Penalty 2849.381973 = -522771.956696
  nChanged 7
		SP:Iteration 22Q (113075.980000 sec): 3 clusters
  Score: Raw -525622.472286 + Penalty 2849.381973 = -522773.090313
  nChanged 9
		SP:Iteration 23Q (113076.140000 sec): 3 clusters
  Score: Raw -525624.236972 + Penalty 2849.381973 = -522774.854999
  nChanged 7
		SP:Iteration 24Q (113076.300000 sec): 3 clusters
  Score: Raw -525625.171153 + Penalty 2849.381973 = -522775.789180
  nChanged 5
		SP:Iteration 25Q (113076.470000 sec): 3 clusters
  Score: Raw -525625.593584 + Penalty 2849.381973 = -522776.211611
  nChanged 2
		SP:Iteration 26Q (113076.630000 sec): 3 clusters
  Score: Raw -525625.995991 + Penalty 2849.381973 = -522776.614018
  nChanged 0
		SP:Iteration 27F (113076.800000 sec): 3 clusters
  Score: Raw -525625.995991 + Penalty 2849.381973 = -522776.614018
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (15492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113076.940000 sec): 2 clusters
  Score: Raw -1220936.706905 + Penalty 1567.812844 = -1219368.894061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113077.280000 sec): 3 clusters
  Score: Raw -1211885.605685 + Penalty 3135.625688 = -1208749.979997
  nChanged 6846
		SP:Iteration 1F (113077.580000 sec): 3 clusters
  Score: Raw -1216069.444235 + Penalty 3135.625688 = -1212933.818547
  nChanged 1229
		SP:Iteration 2F (113077.860000 sec): 3 clusters
  Score: Raw -1216987.548618 + Penalty 3135.625688 = -1213851.922930
  nChanged 1229
		SP:Iteration 3F (113078.130000 sec): 3 clusters
  Score: Raw -1217889.844605 + Penalty 3135.625688 = -1214754.218916
  nChanged 1061
		SP:Iteration 4F (113078.400000 sec): 3 clusters
  Score: Raw -1218550.919170 + Penalty 3135.625688 = -1215415.293482
  nChanged 933
		SP:Iteration 5F (113078.670000 sec): 3 clusters
  Score: Raw -1219095.670573 + Penalty 3135.625688 = -1215960.044884
  nChanged 764
		SP:Iteration 6Q (113078.940000 sec): 3 clusters
  Score: Raw -1219489.840987 + Penalty 3135.625688 = -1216354.215299
  nChanged 611
		SP:Iteration 7Q (113079.210000 sec): 3 clusters
  Score: Raw -1219766.584955 + Penalty 3135.625688 = -1216630.959267
  nChanged 488
		SP:Iteration 8Q (113079.480000 sec): 3 clusters
  Score: Raw -1219951.486541 + Penalty 3135.625688 = -1216815.860853
  nChanged 367
		SP:Iteration 9Q (113079.750000 sec): 3 clusters
  Score: Raw -1220084.511359 + Penalty 3135.625688 = -1216948.885671
  nChanged 338
		SP:Iteration 10Q (113080.020000 sec): 3 clusters
  Score: Raw -1220207.878335 + Penalty 3135.625688 = -1217072.252646
  nChanged 343
		SP:Iteration 11Q (113080.290000 sec): 3 clusters
  Score: Raw -1220335.232646 + Penalty 3135.625688 = -1217199.606957
  nChanged 309
		SP:Iteration 12Q (113080.550000 sec): 3 clusters
  Score: Raw -1220453.127934 + Penalty 3135.625688 = -1217317.502246
  nChanged 277
		SP:Iteration 13Q (113080.820000 sec): 3 clusters
  Score: Raw -1220555.786053 + Penalty 3135.625688 = -1217420.160364
  nChanged 286
		SP:Iteration 14Q (113081.080000 sec): 3 clusters
  Score: Raw -1220646.375944 + Penalty 3135.625688 = -1217510.750256
  nChanged 241
		SP:Iteration 15Q (113081.320000 sec): 3 clusters
  Score: Raw -1220722.006670 + Penalty 3135.625688 = -1217586.380982
  nChanged 222
		SP:Iteration 16Q (113081.590000 sec): 3 clusters
  Score: Raw -1220796.069289 + Penalty 3135.625688 = -1217660.443600
  nChanged 226
		SP:Iteration 17Q (113081.860000 sec): 3 clusters
  Score: Raw -1220874.203228 + Penalty 3135.625688 = -1217738.577540
  nChanged 216
		SP:Iteration 18Q (113082.170000 sec): 3 clusters
  Score: Raw -1220943.999443 + Penalty 3135.625688 = -1217808.373755
  nChanged 210
		SP:Iteration 19Q (113082.400000 sec): 3 clusters
  Score: Raw -1221013.529420 + Penalty 3135.625688 = -1217877.903731
  nChanged 194
		SP:Iteration 20F (113082.660000 sec): 3 clusters
  Score: Raw -1221080.608456 + Penalty 3135.625688 = -1217944.982768
  nChanged 191
		SP:Iteration 21Q (113082.940000 sec): 3 clusters
  Score: Raw -1221143.735103 + Penalty 3135.625688 = -1218008.109414
  nChanged 188
		SP:Iteration 22Q (113083.210000 sec): 3 clusters
  Score: Raw -1221206.882181 + Penalty 3135.625688 = -1218071.256493
  nChanged 181
		SP:Iteration 23Q (113083.470000 sec): 3 clusters
  Score: Raw -1221268.221316 + Penalty 3135.625688 = -1218132.595627
  nChanged 173
		SP:Iteration 24Q (113083.740000 sec): 3 clusters
  Score: Raw -1221321.672093 + Penalty 3135.625688 = -1218186.046405
  nChanged 160
		SP:Iteration 25Q (113084.000000 sec): 3 clusters
  Score: Raw -1221367.110901 + Penalty 3135.625688 = -1218231.485213
  nChanged 134
		SP:Iteration 26Q (113084.270000 sec): 3 clusters
  Score: Raw -1221403.831301 + Penalty 3135.625688 = -1218268.205612
  nChanged 139
		SP:Iteration 27Q (113084.540000 sec): 3 clusters
  Score: Raw -1221440.069695 + Penalty 3135.625688 = -1218304.444007
  nChanged 125
		SP:Iteration 28Q (113084.810000 sec): 3 clusters
  Score: Raw -1221466.605245 + Penalty 3135.625688 = -1218330.979557
  nChanged 109
		SP:Iteration 29Q (113085.080000 sec): 3 clusters
  Score: Raw -1221494.716564 + Penalty 3135.625688 = -1218359.090875
  nChanged 117
		SP:Iteration 30Q (113085.300000 sec): 3 clusters
  Score: Raw -1221523.061403 + Penalty 3135.625688 = -1218387.435715
  nChanged 107
		SP:Iteration 31Q (113085.530000 sec): 3 clusters
  Score: Raw -1221548.168871 + Penalty 3135.625688 = -1218412.543183
  nChanged 88
		SP:Iteration 32Q (113085.810000 sec): 3 clusters
  Score: Raw -1221567.009109 + Penalty 3135.625688 = -1218431.383421
  nChanged 81
		SP:Iteration 33Q (113086.080000 sec): 3 clusters
  Score: Raw -1221585.863474 + Penalty 3135.625688 = -1218450.237786
  nChanged 77
		SP:Iteration 34Q (113086.340000 sec): 3 clusters
  Score: Raw -1221601.827270 + Penalty 3135.625688 = -1218466.201582
  nChanged 71
		SP:Iteration 35Q (113086.520000 sec): 3 clusters
  Score: Raw -1221615.336251 + Penalty 3135.625688 = -1218479.710562
  nChanged 74
		SP:Iteration 36Q (113086.800000 sec): 3 clusters
  Score: Raw -1221629.153381 + Penalty 3135.625688 = -1218493.527693
  nChanged 54
		SP:Iteration 37Q (113087.070000 sec): 3 clusters
  Score: Raw -1221640.975278 + Penalty 3135.625688 = -1218505.349589
  nChanged 52
		SP:Iteration 38Q (113087.340000 sec): 3 clusters
  Score: Raw -1221652.276102 + Penalty 3135.625688 = -1218516.650414
  nChanged 63
		SP:Iteration 39Q (113087.610000 sec): 3 clusters
  Score: Raw -1221665.202666 + Penalty 3135.625688 = -1218529.576978
  nChanged 68
		SP:Iteration 40F (113087.880000 sec): 3 clusters
  Score: Raw -1221680.910798 + Penalty 3135.625688 = -1218545.285110
  nChanged 62
		SP:Iteration 41Q (113088.150000 sec): 3 clusters
  Score: Raw -1221695.413969 + Penalty 3135.625688 = -1218559.788281
  nChanged 66
		SP:Iteration 42Q (113088.390000 sec): 3 clusters
  Score: Raw -1221713.385728 + Penalty 3135.625688 = -1218577.760040
  nChanged 72
		SP:Iteration 43Q (113088.710000 sec): 3 clusters
  Score: Raw -1221737.762770 + Penalty 3135.625688 = -1218602.137082
  nChanged 75
		SP:Iteration 44Q (113088.990000 sec): 3 clusters
  Score: Raw -1221760.917314 + Penalty 3135.625688 = -1218625.291626
  nChanged 73
		SP:Iteration 45Q (113089.260000 sec): 3 clusters
  Score: Raw -1221779.405900 + Penalty 3135.625688 = -1218643.780211
  nChanged 68
		SP:Iteration 46Q (113089.520000 sec): 3 clusters
  Score: Raw -1221793.865874 + Penalty 3135.625688 = -1218658.240186
  nChanged 68
		SP:Iteration 47Q (113089.790000 sec): 3 clusters
  Score: Raw -1221809.778901 + Penalty 3135.625688 = -1218674.153213
  nChanged 76
		SP:Iteration 48Q (113090.060000 sec): 3 clusters
  Score: Raw -1221826.763971 + Penalty 3135.625688 = -1218691.138283
  nChanged 70
		SP:Iteration 49Q (113090.330000 sec): 3 clusters
  Score: Raw -1221842.430457 + Penalty 3135.625688 = -1218706.804768
  nChanged 62
		SP:Iteration 50Q (113090.520000 sec): 3 clusters
  Score: Raw -1221855.785098 + Penalty 3135.625688 = -1218720.159410
  nChanged 53
		SP:Iteration 51Q (113090.790000 sec): 3 clusters
  Score: Raw -1221868.857074 + Penalty 3135.625688 = -1218733.231385
  nChanged 65
		SP:Iteration 52Q (113091.060000 sec): 3 clusters
  Score: Raw -1221884.196278 + Penalty 3135.625688 = -1218748.570590
  nChanged 54
		SP:Iteration 53Q (113091.330000 sec): 3 clusters
  Score: Raw -1221900.376248 + Penalty 3135.625688 = -1218764.750560
  nChanged 58
		SP:Iteration 54Q (113091.570000 sec): 3 clusters
  Score: Raw -1221922.937685 + Penalty 3135.625688 = -1218787.311996
  nChanged 66
		SP:Iteration 55Q (113091.830000 sec): 3 clusters
  Score: Raw -1221947.869134 + Penalty 3135.625688 = -1218812.243446
  nChanged 66
		SP:Iteration 56Q (113092.100000 sec): 3 clusters
  Score: Raw -1221974.533287 + Penalty 3135.625688 = -1218838.907599
  nChanged 61
		SP:Iteration 57Q (113092.370000 sec): 3 clusters
  Score: Raw -1221998.143849 + Penalty 3135.625688 = -1218862.518161
  nChanged 63
		SP:Iteration 58Q (113092.630000 sec): 3 clusters
  Score: Raw -1222019.762875 + Penalty 3135.625688 = -1218884.137187
  nChanged 57
		SP:Iteration 59Q (113092.910000 sec): 3 clusters
  Score: Raw -1222044.594373 + Penalty 3135.625688 = -1218908.968684
  nChanged 59
		SP:Iteration 60F (113093.170000 sec): 3 clusters
  Score: Raw -1222071.513810 + Penalty 3135.625688 = -1218935.888122
  nChanged 73
		SP:Iteration 61Q (113093.450000 sec): 3 clusters
  Score: Raw -1222101.987455 + Penalty 3135.625688 = -1218966.361767
  nChanged 78
		SP:Iteration 62Q (113093.630000 sec): 3 clusters
  Score: Raw -1222126.794366 + Penalty 3135.625688 = -1218991.168678
  nChanged 77
		SP:Iteration 63Q (113093.810000 sec): 3 clusters
  Score: Raw -1222150.668686 + Penalty 3135.625688 = -1219015.042998
  nChanged 74
		SP:Iteration 64Q (113094.050000 sec): 3 clusters
  Score: Raw -1222172.760849 + Penalty 3135.625688 = -1219037.135161
  nChanged 70
		SP:Iteration 65Q (113094.320000 sec): 3 clusters
  Score: Raw -1222195.822535 + Penalty 3135.625688 = -1219060.196847
  nChanged 77
		SP:Iteration 66Q (113094.610000 sec): 3 clusters
  Score: Raw -1222221.787552 + Penalty 3135.625688 = -1219086.161864
  nChanged 75
		SP:Iteration 67Q (113094.900000 sec): 3 clusters
  Score: Raw -1222246.981000 + Penalty 3135.625688 = -1219111.355312
  nChanged 73
		SP:Iteration 68Q (113095.160000 sec): 3 clusters
  Score: Raw -1222273.881454 + Penalty 3135.625688 = -1219138.255766
  nChanged 75
		SP:Iteration 69Q (113095.400000 sec): 3 clusters
  Score: Raw -1222295.294745 + Penalty 3135.625688 = -1219159.669057
  nChanged 66
		SP:Iteration 70Q (113095.680000 sec): 3 clusters
  Score: Raw -1222311.670655 + Penalty 3135.625688 = -1219176.044967
  nChanged 59
		SP:Iteration 71Q (113095.940000 sec): 3 clusters
  Score: Raw -1222327.976082 + Penalty 3135.625688 = -1219192.350394
  nChanged 55
		SP:Iteration 72Q (113096.180000 sec): 3 clusters
  Score: Raw -1222342.521064 + Penalty 3135.625688 = -1219206.895376
  nChanged 47
		SP:Iteration 73Q (113096.360000 sec): 3 clusters
  Score: Raw -1222357.441096 + Penalty 3135.625688 = -1219221.815408
  nChanged 45
		SP:Iteration 74Q (113096.670000 sec): 3 clusters
  Score: Raw -1222372.336107 + Penalty 3135.625688 = -1219236.710419
  nChanged 46
		SP:Iteration 75Q (113096.940000 sec): 3 clusters
  Score: Raw -1222388.236210 + Penalty 3135.625688 = -1219252.610522
  nChanged 46
		SP:Iteration 76Q (113097.180000 sec): 3 clusters
  Score: Raw -1222403.813984 + Penalty 3135.625688 = -1219268.188296
  nChanged 48
		SP:Iteration 77Q (113097.450000 sec): 3 clusters
  Score: Raw -1222419.923811 + Penalty 3135.625688 = -1219284.298123
  nChanged 53
		SP:Iteration 78Q (113097.720000 sec): 3 clusters
  Score: Raw -1222438.259086 + Penalty 3135.625688 = -1219302.633398
  nChanged 43
		SP:Iteration 79Q (113097.940000 sec): 3 clusters
  Score: Raw -1222448.769327 + Penalty 3135.625688 = -1219313.143639
  nChanged 38
		SP:Iteration 80F (113098.170000 sec): 3 clusters
  Score: Raw -1222458.595915 + Penalty 3135.625688 = -1219322.970227
  nChanged 41
		SP:Iteration 81Q (113098.440000 sec): 3 clusters
  Score: Raw -1222469.342903 + Penalty 3135.625688 = -1219333.717215
  nChanged 34
		SP:Iteration 82Q (113098.720000 sec): 3 clusters
  Score: Raw -1222480.210270 + Penalty 3135.625688 = -1219344.584582
  nChanged 26
		SP:Iteration 83Q (113098.980000 sec): 3 clusters
  Score: Raw -1222486.374404 + Penalty 3135.625688 = -1219350.748715
  nChanged 22
		SP:Iteration 84Q (113099.260000 sec): 3 clusters
  Score: Raw -1222490.553427 + Penalty 3135.625688 = -1219354.927739
  nChanged 18
		SP:Iteration 85Q (113099.560000 sec): 3 clusters
  Score: Raw -1222494.757075 + Penalty 3135.625688 = -1219359.131387
  nChanged 27
		SP:Iteration 86Q (113099.830000 sec): 3 clusters
  Score: Raw -1222500.182601 + Penalty 3135.625688 = -1219364.556913
  nChanged 17
		SP:Iteration 87Q (113100.100000 sec): 3 clusters
  Score: Raw -1222504.727306 + Penalty 3135.625688 = -1219369.101617
  nChanged 23
		SP:Iteration 88Q (113100.370000 sec): 3 clusters
  Score: Raw -1222511.498836 + Penalty 3135.625688 = -1219375.873147
  nChanged 21
		SP:Iteration 89Q (113100.640000 sec): 3 clusters
  Score: Raw -1222516.333368 + Penalty 3135.625688 = -1219380.707680
  nChanged 19
		SP:Iteration 90Q (113100.830000 sec): 3 clusters
  Score: Raw -1222521.380032 + Penalty 3135.625688 = -1219385.754344
  nChanged 19
		SP:Iteration 91Q (113101.100000 sec): 3 clusters
  Score: Raw -1222524.936433 + Penalty 3135.625688 = -1219389.310745
  nChanged 19
		SP:Iteration 92Q (113101.370000 sec): 3 clusters
  Score: Raw -1222530.081950 + Penalty 3135.625688 = -1219394.456262
  nChanged 27
		SP:Iteration 93Q (113101.640000 sec): 3 clusters
  Score: Raw -1222537.069294 + Penalty 3135.625688 = -1219401.443606
  nChanged 19
		SP:Iteration 94Q (113101.820000 sec): 3 clusters
  Score: Raw -1222541.814049 + Penalty 3135.625688 = -1219406.188360
  nChanged 28
		SP:Iteration 95Q (113102.000000 sec): 3 clusters
  Score: Raw -1222547.529564 + Penalty 3135.625688 = -1219411.903876
  nChanged 23
		SP:Iteration 96Q (113102.290000 sec): 3 clusters
  Score: Raw -1222553.728894 + Penalty 3135.625688 = -1219418.103206
  nChanged 25
		SP:Iteration 97Q (113102.560000 sec): 3 clusters
  Score: Raw -1222561.271553 + Penalty 3135.625688 = -1219425.645865
  nChanged 26
		SP:Iteration 98Q (113102.820000 sec): 3 clusters
  Score: Raw -1222570.606914 + Penalty 3135.625688 = -1219434.981226
  nChanged 26
		SP:Iteration 99Q (113103.090000 sec): 3 clusters
  Score: Raw -1222577.160615 + Penalty 3135.625688 = -1219441.534927
  nChanged 28
		SP:Iteration 100F (113103.360000 sec): 3 clusters
  Score: Raw -1222585.372589 + Penalty 3135.625688 = -1219449.746901
  nChanged 25
		SP:Iteration 101Q (113103.640000 sec): 3 clusters
  Score: Raw -1222591.824237 + Penalty 3135.625688 = -1219456.198549
  nChanged 24
		SP:Iteration 102Q (113103.820000 sec): 3 clusters
  Score: Raw -1222598.449985 + Penalty 3135.625688 = -1219462.824297
  nChanged 20
		SP:Iteration 103Q (113103.990000 sec): 3 clusters
  Score: Raw -1222603.835964 + Penalty 3135.625688 = -1219468.210275
  nChanged 19
		SP:Iteration 104Q (113104.290000 sec): 3 clusters
  Score: Raw -1222609.335945 + Penalty 3135.625688 = -1219473.710257
  nChanged 17
		SP:Iteration 105Q (113104.560000 sec): 3 clusters
  Score: Raw -1222613.606964 + Penalty 3135.625688 = -1219477.981276
  nChanged 15
		SP:Iteration 106Q (113104.830000 sec): 3 clusters
  Score: Raw -1222616.862791 + Penalty 3135.625688 = -1219481.237103
  nChanged 12
		SP:Iteration 107Q (113105.100000 sec): 3 clusters
  Score: Raw -1222618.688725 + Penalty 3135.625688 = -1219483.063037
  nChanged 5
		SP:Iteration 108Q (113105.380000 sec): 3 clusters
  Score: Raw -1222619.661784 + Penalty 3135.625688 = -1219484.036095
  nChanged 4
		SP:Iteration 109Q (113105.650000 sec): 3 clusters
  Score: Raw -1222620.417155 + Penalty 3135.625688 = -1219484.791467
  nChanged 4
		SP:Iteration 110Q (113105.830000 sec): 3 clusters
  Score: Raw -1222621.005758 + Penalty 3135.625688 = -1219485.380069
  nChanged 1
		SP:Iteration 111Q (113106.000000 sec): 3 clusters
  Score: Raw -1222621.206313 + Penalty 3135.625688 = -1219485.580624
  nChanged 2
		SP:Iteration 112Q (113106.260000 sec): 3 clusters
  Score: Raw -1222621.845023 + Penalty 3135.625688 = -1219486.219335
  nChanged 8
		SP:Iteration 113Q (113106.530000 sec): 3 clusters
  Score: Raw -1222623.762373 + Penalty 3135.625688 = -1219488.136684
  nChanged 6
		SP:Iteration 114Q (113106.710000 sec): 3 clusters
  Score: Raw -1222624.831949 + Penalty 3135.625688 = -1219489.206260
  nChanged 2
		SP:Iteration 115Q (113106.880000 sec): 3 clusters
  Score: Raw -1222624.987067 + Penalty 3135.625688 = -1219489.361379
  nChanged 2
		SP:Iteration 116Q (113107.180000 sec): 3 clusters
  Score: Raw -1222625.343261 + Penalty 3135.625688 = -1219489.717573
  nChanged 3
		SP:Iteration 117Q (113107.450000 sec): 3 clusters
  Score: Raw -1222625.997505 + Penalty 3135.625688 = -1219490.371817
  nChanged 2
		SP:Iteration 118Q (113107.700000 sec): 3 clusters
  Score: Raw -1222626.261039 + Penalty 3135.625688 = -1219490.635351
  nChanged 4
		SP:Iteration 119Q (113107.950000 sec): 3 clusters
  Score: Raw -1222627.315018 + Penalty 3135.625688 = -1219491.689330
  nChanged 3
		SP:Iteration 120F (113108.220000 sec): 3 clusters
  Score: Raw -1222628.027170 + Penalty 3135.625688 = -1219492.401482
  nChanged 4
		SP:Iteration 121Q (113108.490000 sec): 3 clusters
  Score: Raw -1222629.492858 + Penalty 3135.625688 = -1219493.867170
  nChanged 2
		SP:Iteration 122Q (113108.760000 sec): 3 clusters
  Score: Raw -1222629.752712 + Penalty 3135.625688 = -1219494.127024
  nChanged 1
		SP:Iteration 123Q (113109.040000 sec): 3 clusters
  Score: Raw -1222629.842733 + Penalty 3135.625688 = -1219494.217045
  nChanged 0
		SP:Iteration 124F (113109.310000 sec): 3 clusters
  Score: Raw -1222629.842733 + Penalty 3135.625688 = -1219494.217045
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (9179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113109.400000 sec): 2 clusters
  Score: Raw -764326.932793 + Penalty 1482.759451 = -762844.173342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113109.640000 sec): 3 clusters
  Score: Raw -759101.819110 + Penalty 2965.518902 = -756136.300208
  nChanged 4013
		SP:Iteration 1F (113109.830000 sec): 3 clusters
  Score: Raw -761725.057746 + Penalty 2965.518902 = -758759.538843
  nChanged 966
		SP:Iteration 2F (113110.060000 sec): 3 clusters
  Score: Raw -762669.228831 + Penalty 2965.518902 = -759703.709929
  nChanged 865
		SP:Iteration 3F (113110.250000 sec): 3 clusters
  Score: Raw -763471.331806 + Penalty 2965.518902 = -760505.812904
  nChanged 702
		SP:Iteration 4F (113110.480000 sec): 3 clusters
  Score: Raw -764099.062504 + Penalty 2965.518902 = -761133.543601
  nChanged 573
		SP:Iteration 5F (113110.750000 sec): 3 clusters
  Score: Raw -764590.500963 + Penalty 2965.518902 = -761624.982061
  nChanged 481
		SP:Iteration 6F (113110.940000 sec): 3 clusters
  Score: Raw -764947.488277 + Penalty 2965.518902 = -761981.969375
  nChanged 387
		SP:Iteration 7Q (113111.180000 sec): 3 clusters
  Score: Raw -765173.865449 + Penalty 2965.518902 = -762208.346547
  nChanged 286
		SP:Iteration 8Q (113111.400000 sec): 3 clusters
  Score: Raw -765325.586941 + Penalty 2965.518902 = -762360.068039
  nChanged 223
		SP:Iteration 9Q (113111.590000 sec): 3 clusters
  Score: Raw -765403.758539 + Penalty 2965.518902 = -762438.239637
  nChanged 144
		SP:Iteration 10Q (113111.770000 sec): 3 clusters
  Score: Raw -765449.486104 + Penalty 2965.518902 = -762483.967202
  nChanged 113
		SP:Iteration 11Q (113111.970000 sec): 3 clusters
  Score: Raw -765481.762790 + Penalty 2965.518902 = -762516.243888
  nChanged 94
		SP:Iteration 12Q (113112.210000 sec): 3 clusters
  Score: Raw -765512.244163 + Penalty 2965.518902 = -762546.725261
  nChanged 98
		SP:Iteration 13Q (113112.390000 sec): 3 clusters
  Score: Raw -765545.472832 + Penalty 2965.518902 = -762579.953930
  nChanged 89
		SP:Iteration 14Q (113112.570000 sec): 3 clusters
  Score: Raw -765572.627940 + Penalty 2965.518902 = -762607.109037
  nChanged 79
		SP:Iteration 15Q (113112.770000 sec): 3 clusters
  Score: Raw -765594.785392 + Penalty 2965.518902 = -762629.266490
  nChanged 67
		SP:Iteration 16Q (113112.960000 sec): 3 clusters
  Score: Raw -765615.608812 + Penalty 2965.518902 = -762650.089910
  nChanged 76
		SP:Iteration 17Q (113113.140000 sec): 3 clusters
  Score: Raw -765637.108703 + Penalty 2965.518902 = -762671.589801
  nChanged 62
		SP:Iteration 18Q (113113.340000 sec): 3 clusters
  Score: Raw -765650.125502 + Penalty 2965.518902 = -762684.606600
  nChanged 53
		SP:Iteration 19Q (113113.530000 sec): 3 clusters
  Score: Raw -765662.635365 + Penalty 2965.518902 = -762697.116463
  nChanged 49
		SP:Iteration 20F (113113.720000 sec): 3 clusters
  Score: Raw -765673.968019 + Penalty 2965.518902 = -762708.449117
  nChanged 45
		SP:Iteration 21Q (113113.910000 sec): 3 clusters
  Score: Raw -765685.669784 + Penalty 2965.518902 = -762720.150881
  nChanged 44
		SP:Iteration 22Q (113114.100000 sec): 3 clusters
  Score: Raw -765700.160261 + Penalty 2965.518902 = -762734.641359
  nChanged 54
		SP:Iteration 23Q (113114.290000 sec): 3 clusters
  Score: Raw -765721.966797 + Penalty 2965.518902 = -762756.447895
  nChanged 56
		SP:Iteration 24Q (113114.490000 sec): 3 clusters
  Score: Raw -765740.613082 + Penalty 2965.518902 = -762775.094179
  nChanged 52
		SP:Iteration 25Q (113114.730000 sec): 3 clusters
  Score: Raw -765760.581867 + Penalty 2965.518902 = -762795.062964
  nChanged 56
		SP:Iteration 26Q (113114.950000 sec): 3 clusters
  Score: Raw -765779.924925 + Penalty 2965.518902 = -762814.406023
  nChanged 44
		SP:Iteration 27Q (113115.180000 sec): 3 clusters
  Score: Raw -765794.259945 + Penalty 2965.518902 = -762828.741043
  nChanged 47
		SP:Iteration 28Q (113115.420000 sec): 3 clusters
  Score: Raw -765807.891891 + Penalty 2965.518902 = -762842.372988
  nChanged 43
		SP:Iteration 29Q (113115.600000 sec): 3 clusters
  Score: Raw -765818.908749 + Penalty 2965.518902 = -762853.389847
  nChanged 30
		SP:Iteration 30Q (113115.850000 sec): 3 clusters
  Score: Raw -765825.775612 + Penalty 2965.518902 = -762860.256709
  nChanged 31
		SP:Iteration 31Q (113116.040000 sec): 3 clusters
  Score: Raw -765834.029218 + Penalty 2965.518902 = -762868.510316
  nChanged 31
		SP:Iteration 32Q (113116.230000 sec): 3 clusters
  Score: Raw -765844.536199 + Penalty 2965.518902 = -762879.017297
  nChanged 32
		SP:Iteration 33Q (113116.410000 sec): 3 clusters
  Score: Raw -765855.307839 + Penalty 2965.518902 = -762889.788937
  nChanged 31
		SP:Iteration 34Q (113116.610000 sec): 3 clusters
  Score: Raw -765868.558846 + Penalty 2965.518902 = -762903.039944
  nChanged 41
		SP:Iteration 35Q (113116.800000 sec): 3 clusters
  Score: Raw -765898.955769 + Penalty 2965.518902 = -762933.436867
  nChanged 60
		SP:Iteration 36Q (113116.990000 sec): 3 clusters
  Score: Raw -765940.799176 + Penalty 2965.518902 = -762975.280274
  nChanged 50
		SP:Iteration 37Q (113117.180000 sec): 3 clusters
  Score: Raw -765963.904701 + Penalty 2965.518902 = -762998.385799
  nChanged 55
		SP:Iteration 38Q (113117.370000 sec): 3 clusters
  Score: Raw -765981.118999 + Penalty 2965.518902 = -763015.600097
  nChanged 38
		SP:Iteration 39Q (113117.610000 sec): 3 clusters
  Score: Raw -765989.039036 + Penalty 2965.518902 = -763023.520133
  nChanged 30
		SP:Iteration 40F (113117.840000 sec): 3 clusters
  Score: Raw -765995.958006 + Penalty 2965.518902 = -763030.439104
  nChanged 30
		SP:Iteration 41Q (113118.080000 sec): 3 clusters
  Score: Raw -766001.530751 + Penalty 2965.518902 = -763036.011849
  nChanged 19
		SP:Iteration 42Q (113118.270000 sec): 3 clusters
  Score: Raw -766004.619864 + Penalty 2965.518902 = -763039.100962
  nChanged 17
		SP:Iteration 43Q (113118.470000 sec): 3 clusters
  Score: Raw -766007.811614 + Penalty 2965.518902 = -763042.292712
  nChanged 13
		SP:Iteration 44Q (113118.660000 sec): 3 clusters
  Score: Raw -766009.614418 + Penalty 2965.518902 = -763044.095516
  nChanged 8
		SP:Iteration 45Q (113118.860000 sec): 3 clusters
  Score: Raw -766011.164167 + Penalty 2965.518902 = -763045.645265
  nChanged 6
		SP:Iteration 46Q (113119.050000 sec): 3 clusters
  Score: Raw -766012.421737 + Penalty 2965.518902 = -763046.902834
  nChanged 6
		SP:Iteration 47Q (113119.250000 sec): 3 clusters
  Score: Raw -766013.155357 + Penalty 2965.518902 = -763047.636455
  nChanged 7
		SP:Iteration 48Q (113119.440000 sec): 3 clusters
  Score: Raw -766014.009892 + Penalty 2965.518902 = -763048.490989
  nChanged 3
		SP:Iteration 49Q (113119.630000 sec): 3 clusters
  Score: Raw -766014.402848 + Penalty 2965.518902 = -763048.883946
  nChanged 5
		SP:Iteration 50Q (113119.860000 sec): 3 clusters
  Score: Raw -766014.905417 + Penalty 2965.518902 = -763049.386515
  nChanged 2
		SP:Iteration 51Q (113120.090000 sec): 3 clusters
  Score: Raw -766015.293309 + Penalty 2965.518902 = -763049.774406
  nChanged 5
		SP:Iteration 52Q (113120.320000 sec): 3 clusters
  Score: Raw -766015.811261 + Penalty 2965.518902 = -763050.292359
  nChanged 0
		SP:Iteration 53F (113120.550000 sec): 3 clusters
  Score: Raw -766015.811261 + Penalty 2965.518902 = -763050.292359
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (6316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113120.670000 sec): 2 clusters
  Score: Raw -482585.130044 + Penalty 1422.011723 = -481163.118320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113120.840000 sec): 3 clusters
  Score: Raw -479190.563383 + Penalty 2844.023447 = -476346.539936
  nChanged 2652
		SP:Iteration 1F (113121.010000 sec): 3 clusters
  Score: Raw -480795.438935 + Penalty 2844.023447 = -477951.415488
  nChanged 634
		SP:Iteration 2F (113121.170000 sec): 3 clusters
  Score: Raw -481316.994411 + Penalty 2844.023447 = -478472.970964
  nChanged 560
		SP:Iteration 3F (113121.330000 sec): 3 clusters
  Score: Raw -481792.846824 + Penalty 2844.023447 = -478948.823377
  nChanged 441
		SP:Iteration 4F (113121.500000 sec): 3 clusters
  Score: Raw -482150.172218 + Penalty 2844.023447 = -479306.148771
  nChanged 358
		SP:Iteration 5F (113121.600000 sec): 3 clusters
  Score: Raw -482421.033996 + Penalty 2844.023447 = -479577.010549
  nChanged 299
		SP:Iteration 6Q (113121.700000 sec): 3 clusters
  Score: Raw -482625.979344 + Penalty 2844.023447 = -479781.955897
  nChanged 243
		SP:Iteration 7Q (113121.810000 sec): 3 clusters
  Score: Raw -482781.416416 + Penalty 2844.023447 = -479937.392969
  nChanged 216
		SP:Iteration 8Q (113121.900000 sec): 3 clusters
  Score: Raw -482903.266054 + Penalty 2844.023447 = -480059.242607
  nChanged 177
		SP:Iteration 9Q (113122.000000 sec): 3 clusters
  Score: Raw -483007.464035 + Penalty 2844.023447 = -480163.440588
  nChanged 162
		SP:Iteration 10Q (113122.110000 sec): 3 clusters
  Score: Raw -483093.569984 + Penalty 2844.023447 = -480249.546537
  nChanged 136
		SP:Iteration 11Q (113122.210000 sec): 3 clusters
  Score: Raw -483161.139083 + Penalty 2844.023447 = -480317.115636
  nChanged 124
		SP:Iteration 12Q (113122.310000 sec): 3 clusters
  Score: Raw -483229.805597 + Penalty 2844.023447 = -480385.782150
  nChanged 125
		SP:Iteration 13Q (113122.400000 sec): 3 clusters
  Score: Raw -483296.425772 + Penalty 2844.023447 = -480452.402325
  nChanged 117
		SP:Iteration 14Q (113122.500000 sec): 3 clusters
  Score: Raw -483361.306766 + Penalty 2844.023447 = -480517.283319
  nChanged 126
		SP:Iteration 15Q (113122.610000 sec): 3 clusters
  Score: Raw -483430.352591 + Penalty 2844.023447 = -480586.329144
  nChanged 117
		SP:Iteration 16Q (113122.700000 sec): 3 clusters
  Score: Raw -483493.258340 + Penalty 2844.023447 = -480649.234893
  nChanged 117
		SP:Iteration 17Q (113122.810000 sec): 3 clusters
  Score: Raw -483555.658170 + Penalty 2844.023447 = -480711.634723
  nChanged 97
		SP:Iteration 18Q (113122.900000 sec): 3 clusters
  Score: Raw -483600.108343 + Penalty 2844.023447 = -480756.084896
  nChanged 73
		SP:Iteration 19Q (113123.000000 sec): 3 clusters
  Score: Raw -483630.524755 + Penalty 2844.023447 = -480786.501308
  nChanged 70
		SP:Iteration 20F (113123.190000 sec): 3 clusters
  Score: Raw -483658.462417 + Penalty 2844.023447 = -480814.438970
  nChanged 59
		SP:Iteration 21Q (113123.360000 sec): 3 clusters
  Score: Raw -483681.639326 + Penalty 2844.023447 = -480837.615879
  nChanged 59
		SP:Iteration 22Q (113123.530000 sec): 3 clusters
  Score: Raw -483704.418292 + Penalty 2844.023447 = -480860.394845
  nChanged 50
		SP:Iteration 23Q (113123.690000 sec): 3 clusters
  Score: Raw -483724.263420 + Penalty 2844.023447 = -480880.239973
  nChanged 49
		SP:Iteration 24Q (113123.850000 sec): 3 clusters
  Score: Raw -483744.285734 + Penalty 2844.023447 = -480900.262287
  nChanged 53
		SP:Iteration 25Q (113124.020000 sec): 3 clusters
  Score: Raw -483767.198223 + Penalty 2844.023447 = -480923.174776
  nChanged 50
		SP:Iteration 26Q (113124.190000 sec): 3 clusters
  Score: Raw -483789.844821 + Penalty 2844.023447 = -480945.821374
  nChanged 57
		SP:Iteration 27Q (113124.350000 sec): 3 clusters
  Score: Raw -483812.695735 + Penalty 2844.023447 = -480968.672288
  nChanged 49
		SP:Iteration 28Q (113124.520000 sec): 3 clusters
  Score: Raw -483833.617132 + Penalty 2844.023447 = -480989.593685
  nChanged 48
		SP:Iteration 29Q (113124.750000 sec): 3 clusters
  Score: Raw -483854.484392 + Penalty 2844.023447 = -481010.460945
  nChanged 47
		SP:Iteration 30Q (113124.930000 sec): 3 clusters
  Score: Raw -483874.861590 + Penalty 2844.023447 = -481030.838143
  nChanged 52
		SP:Iteration 31Q (113125.100000 sec): 3 clusters
  Score: Raw -483900.924236 + Penalty 2844.023447 = -481056.900789
  nChanged 50
		SP:Iteration 32Q (113125.260000 sec): 3 clusters
  Score: Raw -483926.592352 + Penalty 2844.023447 = -481082.568905
  nChanged 37
		SP:Iteration 33Q (113125.430000 sec): 3 clusters
  Score: Raw -483950.915982 + Penalty 2844.023447 = -481106.892535
  nChanged 54
		SP:Iteration 34Q (113125.590000 sec): 3 clusters
  Score: Raw -483974.622845 + Penalty 2844.023447 = -481130.599398
  nChanged 43
		SP:Iteration 35Q (113125.730000 sec): 3 clusters
  Score: Raw -483993.977014 + Penalty 2844.023447 = -481149.953567
  nChanged 46
		SP:Iteration 36Q (113125.930000 sec): 3 clusters
  Score: Raw -484016.162258 + Penalty 2844.023447 = -481172.138811
  nChanged 41
		SP:Iteration 37Q (113126.140000 sec): 3 clusters
  Score: Raw -484038.478398 + Penalty 2844.023447 = -481194.454951
  nChanged 38
		SP:Iteration 38Q (113126.320000 sec): 3 clusters
  Score: Raw -484060.430855 + Penalty 2844.023447 = -481216.407408
  nChanged 39
		SP:Iteration 39Q (113126.460000 sec): 3 clusters
  Score: Raw -484093.803542 + Penalty 2844.023447 = -481249.780095
  nChanged 50
		SP:Iteration 40F (113126.670000 sec): 3 clusters
  Score: Raw -484154.701683 + Penalty 2844.023447 = -481310.678236
  nChanged 50
		SP:Iteration 41Q (113126.840000 sec): 3 clusters
  Score: Raw -484227.774462 + Penalty 2844.023447 = -481383.751015
  nChanged 43
		SP:Iteration 42Q (113127.000000 sec): 3 clusters
  Score: Raw -484267.296510 + Penalty 2844.023447 = -481423.273063
  nChanged 24
		SP:Iteration 43Q (113127.160000 sec): 3 clusters
  Score: Raw -484280.430400 + Penalty 2844.023447 = -481436.406953
  nChanged 17
		SP:Iteration 44Q (113127.330000 sec): 3 clusters
  Score: Raw -484289.664220 + Penalty 2844.023447 = -481445.640773
  nChanged 14
		SP:Iteration 45Q (113127.500000 sec): 3 clusters
  Score: Raw -484297.374132 + Penalty 2844.023447 = -481453.350685
  nChanged 7
		SP:Iteration 46Q (113127.690000 sec): 3 clusters
  Score: Raw -484301.095120 + Penalty 2844.023447 = -481457.071673
  nChanged 7
		SP:Iteration 47Q (113127.870000 sec): 3 clusters
  Score: Raw -484304.050867 + Penalty 2844.023447 = -481460.027420
  nChanged 3
		SP:Iteration 48Q (113128.030000 sec): 3 clusters
  Score: Raw -484305.603349 + Penalty 2844.023447 = -481461.579902
  nChanged 7
		SP:Iteration 49Q (113128.200000 sec): 3 clusters
  Score: Raw -484308.341922 + Penalty 2844.023447 = -481464.318475
  nChanged 3
		SP:Iteration 50Q (113128.360000 sec): 3 clusters
  Score: Raw -484309.438641 + Penalty 2844.023447 = -481465.415194
  nChanged 3
		SP:Iteration 51Q (113128.530000 sec): 3 clusters
  Score: Raw -484310.668996 + Penalty 2844.023447 = -481466.645549
  nChanged 1
		SP:Iteration 52Q (113128.770000 sec): 3 clusters
  Score: Raw -484310.812878 + Penalty 2844.023447 = -481466.789431
  nChanged 1
		SP:Iteration 53Q (113128.950000 sec): 3 clusters
  Score: Raw -484311.051412 + Penalty 2844.023447 = -481467.027965
  nChanged 0
		SP:Iteration 54F (113129.110000 sec): 3 clusters
  Score: Raw -484311.051412 + Penalty 2844.023447 = -481467.027965
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 96.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (17958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113129.340000 sec): 2 clusters
  Score: Raw -1484361.051855 + Penalty 1591.816034 = -1482769.235822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113129.590000 sec): 3 clusters
  Score: Raw -1473701.919582 + Penalty 3183.632068 = -1470518.287515
  nChanged 8215
		SP:Iteration 1F (113129.820000 sec): 3 clusters
  Score: Raw -1479170.059841 + Penalty 3183.632068 = -1475986.427773
  nChanged 1629
		SP:Iteration 2F (113130.100000 sec): 3 clusters
  Score: Raw -1480603.802003 + Penalty 3183.632068 = -1477420.169935
  nChanged 1634
		SP:Iteration 3F (113130.440000 sec): 3 clusters
  Score: Raw -1481944.050716 + Penalty 3183.632068 = -1478760.418648
  nChanged 1291
		SP:Iteration 4F (113130.720000 sec): 3 clusters
  Score: Raw -1482775.162443 + Penalty 3183.632068 = -1479591.530375
  nChanged 912
		SP:Iteration 5F (113131.050000 sec): 3 clusters
  Score: Raw -1483218.359472 + Penalty 3183.632068 = -1480034.727404
  nChanged 631
		SP:Iteration 6Q (113131.390000 sec): 3 clusters
  Score: Raw -1483438.567741 + Penalty 3183.632068 = -1480254.935673
  nChanged 405
		SP:Iteration 7Q (113131.720000 sec): 3 clusters
  Score: Raw -1483543.001662 + Penalty 3183.632068 = -1480359.369595
  nChanged 268
		SP:Iteration 8Q (113132.060000 sec): 3 clusters
  Score: Raw -1483598.178844 + Penalty 3183.632068 = -1480414.546776
  nChanged 190
		SP:Iteration 9Q (113132.400000 sec): 3 clusters
  Score: Raw -1483635.359049 + Penalty 3183.632068 = -1480451.726981
  nChanged 174
		SP:Iteration 10Q (113132.730000 sec): 3 clusters
  Score: Raw -1483666.739513 + Penalty 3183.632068 = -1480483.107445
  nChanged 148
		SP:Iteration 11Q (113133.070000 sec): 3 clusters
  Score: Raw -1483693.342152 + Penalty 3183.632068 = -1480509.710084
  nChanged 141
		SP:Iteration 12Q (113133.360000 sec): 3 clusters
  Score: Raw -1483721.260213 + Penalty 3183.632068 = -1480537.628146
  nChanged 157
		SP:Iteration 13Q (113133.560000 sec): 3 clusters
  Score: Raw -1483750.855736 + Penalty 3183.632068 = -1480567.223668
  nChanged 133
		SP:Iteration 14Q (113133.860000 sec): 3 clusters
  Score: Raw -1483776.734655 + Penalty 3183.632068 = -1480593.102587
  nChanged 144
		SP:Iteration 15Q (113134.200000 sec): 3 clusters
  Score: Raw -1483805.758238 + Penalty 3183.632068 = -1480622.126170
  nChanged 143
		SP:Iteration 16Q (113134.540000 sec): 3 clusters
  Score: Raw -1483831.731379 + Penalty 3183.632068 = -1480648.099311
  nChanged 127
		SP:Iteration 17Q (113134.870000 sec): 3 clusters
  Score: Raw -1483853.649549 + Penalty 3183.632068 = -1480670.017482
  nChanged 104
		SP:Iteration 18Q (113135.210000 sec): 3 clusters
  Score: Raw -1483873.189725 + Penalty 3183.632068 = -1480689.557657
  nChanged 110
		SP:Iteration 19Q (113135.540000 sec): 3 clusters
  Score: Raw -1483891.193733 + Penalty 3183.632068 = -1480707.561666
  nChanged 85
		SP:Iteration 20F (113135.840000 sec): 3 clusters
  Score: Raw -1483902.547818 + Penalty 3183.632068 = -1480718.915751
  nChanged 75
		SP:Iteration 21Q (113136.170000 sec): 3 clusters
  Score: Raw -1483913.106787 + Penalty 3183.632068 = -1480729.474720
  nChanged 74
		SP:Iteration 22Q (113136.550000 sec): 3 clusters
  Score: Raw -1483922.291928 + Penalty 3183.632068 = -1480738.659860
  nChanged 57
		SP:Iteration 23Q (113136.800000 sec): 3 clusters
  Score: Raw -1483928.660550 + Penalty 3183.632068 = -1480745.028483
  nChanged 50
		SP:Iteration 24Q (113137.140000 sec): 3 clusters
  Score: Raw -1483933.941227 + Penalty 3183.632068 = -1480750.309159
  nChanged 53
		SP:Iteration 25Q (113137.470000 sec): 3 clusters
  Score: Raw -1483939.777281 + Penalty 3183.632068 = -1480756.145214
  nChanged 51
		SP:Iteration 26Q (113137.760000 sec): 3 clusters
  Score: Raw -1483944.590728 + Penalty 3183.632068 = -1480760.958660
  nChanged 43
		SP:Iteration 27Q (113138.050000 sec): 3 clusters
  Score: Raw -1483947.805883 + Penalty 3183.632068 = -1480764.173815
  nChanged 43
		SP:Iteration 28Q (113138.340000 sec): 3 clusters
  Score: Raw -1483951.821310 + Penalty 3183.632068 = -1480768.189242
  nChanged 38
		SP:Iteration 29Q (113138.620000 sec): 3 clusters
  Score: Raw -1483954.898883 + Penalty 3183.632068 = -1480771.266816
  nChanged 41
		SP:Iteration 30Q (113138.890000 sec): 3 clusters
  Score: Raw -1483958.321264 + Penalty 3183.632068 = -1480774.689197
  nChanged 38
		SP:Iteration 31Q (113139.160000 sec): 3 clusters
  Score: Raw -1483961.440074 + Penalty 3183.632068 = -1480777.808006
  nChanged 28
		SP:Iteration 32Q (113139.500000 sec): 3 clusters
  Score: Raw -1483964.274063 + Penalty 3183.632068 = -1480780.641996
  nChanged 37
		SP:Iteration 33Q (113139.810000 sec): 3 clusters
  Score: Raw -1483968.367064 + Penalty 3183.632068 = -1480784.734997
  nChanged 36
		SP:Iteration 34Q (113140.080000 sec): 3 clusters
  Score: Raw -1483971.793221 + Penalty 3183.632068 = -1480788.161153
  nChanged 44
		SP:Iteration 35Q (113140.360000 sec): 3 clusters
  Score: Raw -1483976.055561 + Penalty 3183.632068 = -1480792.423493
  nChanged 43
		SP:Iteration 36Q (113140.650000 sec): 3 clusters
  Score: Raw -1483980.519562 + Penalty 3183.632068 = -1480796.887494
  nChanged 46
		SP:Iteration 37Q (113140.940000 sec): 3 clusters
  Score: Raw -1483985.506997 + Penalty 3183.632068 = -1480801.874930
  nChanged 47
		SP:Iteration 38Q (113141.230000 sec): 3 clusters
  Score: Raw -1483990.533596 + Penalty 3183.632068 = -1480806.901528
  nChanged 43
		SP:Iteration 39Q (113141.510000 sec): 3 clusters
  Score: Raw -1483994.217908 + Penalty 3183.632068 = -1480810.585840
  nChanged 31
		SP:Iteration 40F (113141.840000 sec): 3 clusters
  Score: Raw -1483996.821966 + Penalty 3183.632068 = -1480813.189898
  nChanged 36
		SP:Iteration 41Q (113142.100000 sec): 3 clusters
  Score: Raw -1483999.428601 + Penalty 3183.632068 = -1480815.796533
  nChanged 21
		SP:Iteration 42Q (113142.390000 sec): 3 clusters
  Score: Raw -1484000.725146 + Penalty 3183.632068 = -1480817.093079
  nChanged 18
		SP:Iteration 43Q (113142.720000 sec): 3 clusters
  Score: Raw -1484001.824769 + Penalty 3183.632068 = -1480818.192701
  nChanged 12
		SP:Iteration 44Q (113143.060000 sec): 3 clusters
  Score: Raw -1484002.749223 + Penalty 3183.632068 = -1480819.117155
  nChanged 13
		SP:Iteration 45Q (113143.390000 sec): 3 clusters
  Score: Raw -1484003.785798 + Penalty 3183.632068 = -1480820.153730
  nChanged 11
		SP:Iteration 46Q (113143.720000 sec): 3 clusters
  Score: Raw -1484004.424389 + Penalty 3183.632068 = -1480820.792322
  nChanged 9
		SP:Iteration 47Q (113144.060000 sec): 3 clusters
  Score: Raw -1484004.993341 + Penalty 3183.632068 = -1480821.361273
  nChanged 11
		SP:Iteration 48Q (113144.350000 sec): 3 clusters
  Score: Raw -1484005.880523 + Penalty 3183.632068 = -1480822.248455
  nChanged 15
		SP:Iteration 49Q (113144.640000 sec): 3 clusters
  Score: Raw -1484007.513056 + Penalty 3183.632068 = -1480823.880989
  nChanged 17
		SP:Iteration 50Q (113144.930000 sec): 3 clusters
  Score: Raw -1484008.461118 + Penalty 3183.632068 = -1480824.829050
  nChanged 10
		SP:Iteration 51Q (113145.220000 sec): 3 clusters
  Score: Raw -1484009.043488 + Penalty 3183.632068 = -1480825.411420
  nChanged 9
		SP:Iteration 52Q (113145.500000 sec): 3 clusters
  Score: Raw -1484009.722514 + Penalty 3183.632068 = -1480826.090447
  nChanged 15
		SP:Iteration 53Q (113145.790000 sec): 3 clusters
  Score: Raw -1484011.321194 + Penalty 3183.632068 = -1480827.689127
  nChanged 20
		SP:Iteration 54Q (113146.080000 sec): 3 clusters
  Score: Raw -1484013.105438 + Penalty 3183.632068 = -1480829.473370
  nChanged 24
		SP:Iteration 55Q (113146.370000 sec): 3 clusters
  Score: Raw -1484015.311568 + Penalty 3183.632068 = -1480831.679500
  nChanged 30
		SP:Iteration 56Q (113146.660000 sec): 3 clusters
  Score: Raw -1484017.670133 + Penalty 3183.632068 = -1480834.038066
  nChanged 24
		SP:Iteration 57Q (113146.940000 sec): 3 clusters
  Score: Raw -1484019.253005 + Penalty 3183.632068 = -1480835.620938
  nChanged 26
		SP:Iteration 58Q (113147.230000 sec): 3 clusters
  Score: Raw -1484020.963028 + Penalty 3183.632068 = -1480837.330960
  nChanged 21
		SP:Iteration 59Q (113147.520000 sec): 3 clusters
  Score: Raw -1484022.999829 + Penalty 3183.632068 = -1480839.367762
  nChanged 21
		SP:Iteration 60F (113147.810000 sec): 3 clusters
  Score: Raw -1484024.608111 + Penalty 3183.632068 = -1480840.976043
  nChanged 21
		SP:Iteration 61Q (113148.100000 sec): 3 clusters
  Score: Raw -1484025.891752 + Penalty 3183.632068 = -1480842.259684
  nChanged 19
		SP:Iteration 62Q (113148.390000 sec): 3 clusters
  Score: Raw -1484027.231417 + Penalty 3183.632068 = -1480843.599350
  nChanged 13
		SP:Iteration 63Q (113148.680000 sec): 3 clusters
  Score: Raw -1484027.855504 + Penalty 3183.632068 = -1480844.223437
  nChanged 16
		SP:Iteration 64Q (113148.960000 sec): 3 clusters
  Score: Raw -1484029.028128 + Penalty 3183.632068 = -1480845.396060
  nChanged 15
		SP:Iteration 65Q (113149.250000 sec): 3 clusters
  Score: Raw -1484030.016091 + Penalty 3183.632068 = -1480846.384024
  nChanged 23
		SP:Iteration 66Q (113149.540000 sec): 3 clusters
  Score: Raw -1484032.286451 + Penalty 3183.632068 = -1480848.654384
  nChanged 25
		SP:Iteration 67Q (113149.820000 sec): 3 clusters
  Score: Raw -1484034.380842 + Penalty 3183.632068 = -1480850.748775
  nChanged 31
		SP:Iteration 68Q (113150.110000 sec): 3 clusters
  Score: Raw -1484036.874053 + Penalty 3183.632068 = -1480853.241985
  nChanged 31
		SP:Iteration 69Q (113150.400000 sec): 3 clusters
  Score: Raw -1484040.685957 + Penalty 3183.632068 = -1480857.053890
  nChanged 38
		SP:Iteration 70Q (113150.690000 sec): 3 clusters
  Score: Raw -1484043.932937 + Penalty 3183.632068 = -1480860.300869
  nChanged 29
		SP:Iteration 71Q (113150.980000 sec): 3 clusters
  Score: Raw -1484046.162408 + Penalty 3183.632068 = -1480862.530340
  nChanged 25
		SP:Iteration 72Q (113151.260000 sec): 3 clusters
  Score: Raw -1484048.291933 + Penalty 3183.632068 = -1480864.659866
  nChanged 26
		SP:Iteration 73Q (113151.550000 sec): 3 clusters
  Score: Raw -1484050.842215 + Penalty 3183.632068 = -1480867.210147
  nChanged 27
		SP:Iteration 74Q (113151.840000 sec): 3 clusters
  Score: Raw -1484054.021779 + Penalty 3183.632068 = -1480870.389712
  nChanged 24
		SP:Iteration 75Q (113152.130000 sec): 3 clusters
  Score: Raw -1484056.195315 + Penalty 3183.632068 = -1480872.563247
  nChanged 35
		SP:Iteration 76Q (113152.420000 sec): 3 clusters
  Score: Raw -1484058.711123 + Penalty 3183.632068 = -1480875.079055
  nChanged 34
		SP:Iteration 77Q (113152.690000 sec): 3 clusters
  Score: Raw -1484062.265147 + Penalty 3183.632068 = -1480878.633079
  nChanged 43
		SP:Iteration 78Q (113152.980000 sec): 3 clusters
  Score: Raw -1484067.140678 + Penalty 3183.632068 = -1480883.508611
  nChanged 44
		SP:Iteration 79Q (113153.260000 sec): 3 clusters
  Score: Raw -1484071.668884 + Penalty 3183.632068 = -1480888.036816
  nChanged 39
		SP:Iteration 80F (113153.550000 sec): 3 clusters
  Score: Raw -1484076.690253 + Penalty 3183.632068 = -1480893.058185
  nChanged 44
		SP:Iteration 81Q (113153.800000 sec): 3 clusters
  Score: Raw -1484081.257889 + Penalty 3183.632068 = -1480897.625822
  nChanged 46
		SP:Iteration 82Q (113154.100000 sec): 3 clusters
  Score: Raw -1484085.531675 + Penalty 3183.632068 = -1480901.899608
  nChanged 46
		SP:Iteration 83Q (113154.390000 sec): 3 clusters
  Score: Raw -1484089.902042 + Penalty 3183.632068 = -1480906.269975
  nChanged 42
		SP:Iteration 84Q (113154.720000 sec): 3 clusters
  Score: Raw -1484094.490794 + Penalty 3183.632068 = -1480910.858726
  nChanged 47
		SP:Iteration 85Q (113155.050000 sec): 3 clusters
  Score: Raw -1484100.670049 + Penalty 3183.632068 = -1480917.037981
  nChanged 56
		SP:Iteration 86Q (113155.390000 sec): 3 clusters
  Score: Raw -1484106.105217 + Penalty 3183.632068 = -1480922.473149
  nChanged 55
		SP:Iteration 87Q (113155.720000 sec): 3 clusters
  Score: Raw -1484111.145951 + Penalty 3183.632068 = -1480927.513884
  nChanged 44
		SP:Iteration 88Q (113156.060000 sec): 3 clusters
  Score: Raw -1484115.421932 + Penalty 3183.632068 = -1480931.789865
  nChanged 37
		SP:Iteration 89Q (113156.390000 sec): 3 clusters
  Score: Raw -1484119.340275 + Penalty 3183.632068 = -1480935.708208
  nChanged 46
		SP:Iteration 90Q (113156.640000 sec): 3 clusters
  Score: Raw -1484125.442336 + Penalty 3183.632068 = -1480941.810269
  nChanged 50
		SP:Iteration 91Q (113156.940000 sec): 3 clusters
  Score: Raw -1484131.284393 + Penalty 3183.632068 = -1480947.652325
  nChanged 40
		SP:Iteration 92Q (113157.280000 sec): 3 clusters
  Score: Raw -1484135.053114 + Penalty 3183.632068 = -1480951.421046
  nChanged 28
		SP:Iteration 93Q (113157.610000 sec): 3 clusters
  Score: Raw -1484137.485775 + Penalty 3183.632068 = -1480953.853708
  nChanged 19
		SP:Iteration 94Q (113157.860000 sec): 3 clusters
  Score: Raw -1484139.492949 + Penalty 3183.632068 = -1480955.860882
  nChanged 21
		SP:Iteration 95Q (113158.060000 sec): 3 clusters
  Score: Raw -1484141.040133 + Penalty 3183.632068 = -1480957.408066
  nChanged 21
		SP:Iteration 96Q (113158.360000 sec): 3 clusters
  Score: Raw -1484142.452974 + Penalty 3183.632068 = -1480958.820906
  nChanged 14
		SP:Iteration 97Q (113158.700000 sec): 3 clusters
  Score: Raw -1484143.396270 + Penalty 3183.632068 = -1480959.764203
  nChanged 13
		SP:Iteration 98Q (113159.040000 sec): 3 clusters
  Score: Raw -1484144.491051 + Penalty 3183.632068 = -1480960.858984
  nChanged 22
		SP:Iteration 99Q (113159.330000 sec): 3 clusters
  Score: Raw -1484146.211286 + Penalty 3183.632068 = -1480962.579219
  nChanged 22
		SP:Iteration 100F (113159.570000 sec): 3 clusters
  Score: Raw -1484148.251455 + Penalty 3183.632068 = -1480964.619388
  nChanged 30
		SP:Iteration 101Q (113159.870000 sec): 3 clusters
  Score: Raw -1484150.699592 + Penalty 3183.632068 = -1480967.067525
  nChanged 32
		SP:Iteration 102Q (113160.200000 sec): 3 clusters
  Score: Raw -1484154.305094 + Penalty 3183.632068 = -1480970.673027
  nChanged 37
		SP:Iteration 103Q (113160.540000 sec): 3 clusters
  Score: Raw -1484158.958520 + Penalty 3183.632068 = -1480975.326453
  nChanged 44
		SP:Iteration 104Q (113160.870000 sec): 3 clusters
  Score: Raw -1484163.909136 + Penalty 3183.632068 = -1480980.277069
  nChanged 52
		SP:Iteration 105Q (113161.210000 sec): 3 clusters
  Score: Raw -1484168.114091 + Penalty 3183.632068 = -1480984.482023
  nChanged 43
		SP:Iteration 106Q (113161.540000 sec): 3 clusters
  Score: Raw -1484172.784999 + Penalty 3183.632068 = -1480989.152931
  nChanged 38
		SP:Iteration 107Q (113161.880000 sec): 3 clusters
  Score: Raw -1484175.930401 + Penalty 3183.632068 = -1480992.298334
  nChanged 43
		SP:Iteration 108Q (113162.210000 sec): 3 clusters
  Score: Raw -1484180.088216 + Penalty 3183.632068 = -1480996.456148
  nChanged 46
		SP:Iteration 109Q (113162.460000 sec): 3 clusters
  Score: Raw -1484184.108789 + Penalty 3183.632068 = -1481000.476721
  nChanged 36
		SP:Iteration 110Q (113162.750000 sec): 3 clusters
  Score: Raw -1484187.183316 + Penalty 3183.632068 = -1481003.551248
  nChanged 38
		SP:Iteration 111Q (113163.090000 sec): 3 clusters
  Score: Raw -1484190.332318 + Penalty 3183.632068 = -1481006.700251
  nChanged 42
		SP:Iteration 112Q (113163.380000 sec): 3 clusters
  Score: Raw -1484193.605778 + Penalty 3183.632068 = -1481009.973710
  nChanged 39
		SP:Iteration 113Q (113163.710000 sec): 3 clusters
  Score: Raw -1484196.712654 + Penalty 3183.632068 = -1481013.080586
  nChanged 43
		SP:Iteration 114Q (113163.930000 sec): 3 clusters
  Score: Raw -1484200.122961 + Penalty 3183.632068 = -1481016.490894
  nChanged 53
		SP:Iteration 115Q (113164.210000 sec): 3 clusters
  Score: Raw -1484204.996174 + Penalty 3183.632068 = -1481021.364106
  nChanged 50
		SP:Iteration 116Q (113164.510000 sec): 3 clusters
  Score: Raw -1484210.329075 + Penalty 3183.632068 = -1481026.697008
  nChanged 47
		SP:Iteration 117Q (113164.790000 sec): 3 clusters
  Score: Raw -1484214.521401 + Penalty 3183.632068 = -1481030.889333
  nChanged 36
		SP:Iteration 118Q (113165.050000 sec): 3 clusters
  Score: Raw -1484217.901666 + Penalty 3183.632068 = -1481034.269598
  nChanged 41
		SP:Iteration 119Q (113165.330000 sec): 3 clusters
  Score: Raw -1484221.233180 + Penalty 3183.632068 = -1481037.601113
  nChanged 31
		SP:Iteration 120F (113165.630000 sec): 3 clusters
  Score: Raw -1484223.954194 + Penalty 3183.632068 = -1481040.322127
  nChanged 43
		SP:Iteration 121Q (113165.910000 sec): 3 clusters
  Score: Raw -1484227.594070 + Penalty 3183.632068 = -1481043.962002
  nChanged 33
		SP:Iteration 122Q (113166.200000 sec): 3 clusters
  Score: Raw -1484230.193502 + Penalty 3183.632068 = -1481046.561434
  nChanged 33
		SP:Iteration 123Q (113166.490000 sec): 3 clusters
  Score: Raw -1484233.174651 + Penalty 3183.632068 = -1481049.542584
  nChanged 35
		SP:Iteration 124Q (113166.780000 sec): 3 clusters
  Score: Raw -1484236.771162 + Penalty 3183.632068 = -1481053.139094
  nChanged 40
		SP:Iteration 125Q (113167.070000 sec): 3 clusters
  Score: Raw -1484240.977024 + Penalty 3183.632068 = -1481057.344956
  nChanged 49
		SP:Iteration 126Q (113167.400000 sec): 3 clusters
  Score: Raw -1484246.324955 + Penalty 3183.632068 = -1481062.692887
  nChanged 52
		SP:Iteration 127Q (113167.730000 sec): 3 clusters
  Score: Raw -1484251.294409 + Penalty 3183.632068 = -1481067.662341
  nChanged 51
		SP:Iteration 128Q (113168.070000 sec): 3 clusters
  Score: Raw -1484256.440680 + Penalty 3183.632068 = -1481072.808613
  nChanged 46
		SP:Iteration 129Q (113168.370000 sec): 3 clusters
  Score: Raw -1484260.374447 + Penalty 3183.632068 = -1481076.742380
  nChanged 45
		SP:Iteration 130Q (113168.660000 sec): 3 clusters
  Score: Raw -1484264.410328 + Penalty 3183.632068 = -1481080.778260
  nChanged 53
		SP:Iteration 131Q (113168.950000 sec): 3 clusters
  Score: Raw -1484271.333460 + Penalty 3183.632068 = -1481087.701392
  nChanged 65
		SP:Iteration 132Q (113169.250000 sec): 3 clusters
  Score: Raw -1484280.178877 + Penalty 3183.632068 = -1481096.546809
  nChanged 73
		SP:Iteration 133Q (113169.580000 sec): 3 clusters
  Score: Raw -1484289.666778 + Penalty 3183.632068 = -1481106.034711
  nChanged 71
		SP:Iteration 134Q (113169.910000 sec): 3 clusters
  Score: Raw -1484299.220079 + Penalty 3183.632068 = -1481115.588011
  nChanged 83
		SP:Iteration 135Q (113170.240000 sec): 3 clusters
  Score: Raw -1484309.464606 + Penalty 3183.632068 = -1481125.832539
  nChanged 74
		SP:Iteration 136Q (113170.500000 sec): 3 clusters
  Score: Raw -1484318.377039 + Penalty 3183.632068 = -1481134.744971
  nChanged 71
		SP:Iteration 137Q (113170.790000 sec): 3 clusters
  Score: Raw -1484327.581084 + Penalty 3183.632068 = -1481143.949017
  nChanged 65
		SP:Iteration 138Q (113171.120000 sec): 3 clusters
  Score: Raw -1484336.199329 + Penalty 3183.632068 = -1481152.567262
  nChanged 69
		SP:Iteration 139Q (113171.380000 sec): 3 clusters
  Score: Raw -1484346.830825 + Penalty 3183.632068 = -1481163.198758
  nChanged 80
		SP:Iteration 140F (113171.640000 sec): 3 clusters
  Score: Raw -1484359.600172 + Penalty 3183.632068 = -1481175.968105
  nChanged 91
		SP:Iteration 141Q (113171.960000 sec): 3 clusters
  Score: Raw -1484374.343660 + Penalty 3183.632068 = -1481190.711592
  nChanged 116
		SP:Iteration 142Q (113172.270000 sec): 3 clusters
  Score: Raw -1484395.755212 + Penalty 3183.632068 = -1481212.123145
  nChanged 116
		SP:Iteration 143Q (113172.570000 sec): 3 clusters
  Score: Raw -1484415.694136 + Penalty 3183.632068 = -1481232.062069
  nChanged 114
		SP:Iteration 144Q (113172.900000 sec): 3 clusters
  Score: Raw -1484435.003951 + Penalty 3183.632068 = -1481251.371884
  nChanged 120
		SP:Iteration 145Q (113173.150000 sec): 3 clusters
  Score: Raw -1484457.015578 + Penalty 3183.632068 = -1481273.383510
  nChanged 125
		SP:Iteration 146Q (113173.450000 sec): 3 clusters
  Score: Raw -1484482.578147 + Penalty 3183.632068 = -1481298.946079
  nChanged 142
		SP:Iteration 147Q (113173.740000 sec): 3 clusters
  Score: Raw -1484513.542519 + Penalty 3183.632068 = -1481329.910452
  nChanged 147
		SP:Iteration 148Q (113174.080000 sec): 3 clusters
  Score: Raw -1484546.171857 + Penalty 3183.632068 = -1481362.539790
  nChanged 138
		SP:Iteration 149Q (113174.370000 sec): 3 clusters
  Score: Raw -1484575.434320 + Penalty 3183.632068 = -1481391.802252
  nChanged 162
		SP:Iteration 150Q (113174.700000 sec): 3 clusters
  Score: Raw -1484612.356663 + Penalty 3183.632068 = -1481428.724596
  nChanged 154
		SP:Iteration 151Q (113175.000000 sec): 3 clusters
  Score: Raw -1484646.561746 + Penalty 3183.632068 = -1481462.929678
  nChanged 158
		SP:Iteration 152Q (113175.290000 sec): 3 clusters
  Score: Raw -1484689.700390 + Penalty 3183.632068 = -1481506.068322
  nChanged 186
		SP:Iteration 153Q (113175.580000 sec): 3 clusters
  Score: Raw -1484741.959698 + Penalty 3183.632068 = -1481558.327631
  nChanged 176
		SP:Iteration 154Q (113175.880000 sec): 3 clusters
  Score: Raw -1484783.296085 + Penalty 3183.632068 = -1481599.664018
  nChanged 155
		SP:Iteration 155Q (113176.170000 sec): 3 clusters
  Score: Raw -1484826.460289 + Penalty 3183.632068 = -1481642.828221
  nChanged 163
		SP:Iteration 156Q (113176.460000 sec): 3 clusters
  Score: Raw -1484873.771640 + Penalty 3183.632068 = -1481690.139572
  nChanged 168
		SP:Iteration 157Q (113176.750000 sec): 3 clusters
  Score: Raw -1484923.935308 + Penalty 3183.632068 = -1481740.303241
  nChanged 182
		SP:Iteration 158Q (113177.040000 sec): 3 clusters
  Score: Raw -1484976.893408 + Penalty 3183.632068 = -1481793.261341
  nChanged 174
		SP:Iteration 159Q (113177.340000 sec): 3 clusters
  Score: Raw -1485027.796349 + Penalty 3183.632068 = -1481844.164281
  nChanged 197
		SP:Iteration 160F (113177.630000 sec): 3 clusters
  Score: Raw -1485089.503129 + Penalty 3183.632068 = -1481905.871061
  nChanged 178
		SP:Iteration 161Q (113177.920000 sec): 3 clusters
  Score: Raw -1485141.249058 + Penalty 3183.632068 = -1481957.616990
  nChanged 158
		SP:Iteration 162Q (113178.220000 sec): 3 clusters
  Score: Raw -1485180.686168 + Penalty 3183.632068 = -1481997.054101
  nChanged 142
		SP:Iteration 163Q (113178.510000 sec): 3 clusters
  Score: Raw -1485216.330289 + Penalty 3183.632068 = -1482032.698222
  nChanged 128
		SP:Iteration 164Q (113178.800000 sec): 3 clusters
  Score: Raw -1485247.741323 + Penalty 3183.632068 = -1482064.109256
  nChanged 118
		SP:Iteration 165Q (113179.100000 sec): 3 clusters
  Score: Raw -1485274.086725 + Penalty 3183.632068 = -1482090.454657
  nChanged 105
		SP:Iteration 166Q (113179.390000 sec): 3 clusters
  Score: Raw -1485300.074273 + Penalty 3183.632068 = -1482116.442206
  nChanged 109
		SP:Iteration 167Q (113179.680000 sec): 3 clusters
  Score: Raw -1485326.753490 + Penalty 3183.632068 = -1482143.121423
  nChanged 105
		SP:Iteration 168Q (113179.970000 sec): 3 clusters
  Score: Raw -1485351.757263 + Penalty 3183.632068 = -1482168.125196
  nChanged 95
		SP:Iteration 169Q (113180.270000 sec): 3 clusters
  Score: Raw -1485373.385285 + Penalty 3183.632068 = -1482189.753218
  nChanged 86
		SP:Iteration 170Q (113180.560000 sec): 3 clusters
  Score: Raw -1485390.003817 + Penalty 3183.632068 = -1482206.371750
  nChanged 78
		SP:Iteration 171Q (113180.850000 sec): 3 clusters
  Score: Raw -1485408.264312 + Penalty 3183.632068 = -1482224.632245
  nChanged 88
		SP:Iteration 172Q (113181.140000 sec): 3 clusters
  Score: Raw -1485425.769276 + Penalty 3183.632068 = -1482242.137208
  nChanged 87
		SP:Iteration 173Q (113181.440000 sec): 3 clusters
  Score: Raw -1485442.434033 + Penalty 3183.632068 = -1482258.801966
  nChanged 75
		SP:Iteration 174Q (113181.730000 sec): 3 clusters
  Score: Raw -1485458.161600 + Penalty 3183.632068 = -1482274.529533
  nChanged 63
		SP:Iteration 175Q (113182.020000 sec): 3 clusters
  Score: Raw -1485471.366719 + Penalty 3183.632068 = -1482287.734652
  nChanged 57
		SP:Iteration 176Q (113182.320000 sec): 3 clusters
  Score: Raw -1485482.413622 + Penalty 3183.632068 = -1482298.781555
  nChanged 45
		SP:Iteration 177Q (113182.610000 sec): 3 clusters
  Score: Raw -1485490.655319 + Penalty 3183.632068 = -1482307.023251
  nChanged 51
		SP:Iteration 178Q (113182.900000 sec): 3 clusters
  Score: Raw -1485499.897909 + Penalty 3183.632068 = -1482316.265842
  nChanged 43
		SP:Iteration 179Q (113183.200000 sec): 3 clusters
  Score: Raw -1485506.304191 + Penalty 3183.632068 = -1482322.672123
  nChanged 39
		SP:Iteration 180F (113183.490000 sec): 3 clusters
  Score: Raw -1485512.738843 + Penalty 3183.632068 = -1482329.106776
  nChanged 33
		SP:Iteration 181Q (113183.780000 sec): 3 clusters
  Score: Raw -1485517.997631 + Penalty 3183.632068 = -1482334.365564
  nChanged 28
		SP:Iteration 182Q (113184.080000 sec): 3 clusters
  Score: Raw -1485522.826563 + Penalty 3183.632068 = -1482339.194496
  nChanged 35
		SP:Iteration 183Q (113184.370000 sec): 3 clusters
  Score: Raw -1485529.410395 + Penalty 3183.632068 = -1482345.778328
  nChanged 57
		SP:Iteration 184Q (113184.670000 sec): 3 clusters
  Score: Raw -1485539.047244 + Penalty 3183.632068 = -1482355.415176
  nChanged 39
		SP:Iteration 185Q (113184.960000 sec): 3 clusters
  Score: Raw -1485543.747811 + Penalty 3183.632068 = -1482360.115743
  nChanged 28
		SP:Iteration 186Q (113185.260000 sec): 3 clusters
  Score: Raw -1485547.239363 + Penalty 3183.632068 = -1482363.607295
  nChanged 22
		SP:Iteration 187Q (113185.550000 sec): 3 clusters
  Score: Raw -1485549.888374 + Penalty 3183.632068 = -1482366.256306
  nChanged 24
		SP:Iteration 188Q (113185.840000 sec): 3 clusters
  Score: Raw -1485552.795515 + Penalty 3183.632068 = -1482369.163448
  nChanged 27
		SP:Iteration 189Q (113186.140000 sec): 3 clusters
  Score: Raw -1485556.063254 + Penalty 3183.632068 = -1482372.431187
  nChanged 23
		SP:Iteration 190Q (113186.430000 sec): 3 clusters
  Score: Raw -1485558.897227 + Penalty 3183.632068 = -1482375.265159
  nChanged 19
		SP:Iteration 191Q (113186.730000 sec): 3 clusters
  Score: Raw -1485561.937833 + Penalty 3183.632068 = -1482378.305765
  nChanged 24
		SP:Iteration 192Q (113187.020000 sec): 3 clusters
  Score: Raw -1485565.143752 + Penalty 3183.632068 = -1482381.511684
  nChanged 20
		SP:Iteration 193Q (113187.320000 sec): 3 clusters
  Score: Raw -1485568.192080 + Penalty 3183.632068 = -1482384.560012
  nChanged 18
		SP:Iteration 194Q (113187.610000 sec): 3 clusters
  Score: Raw -1485570.535780 + Penalty 3183.632068 = -1482386.903713
  nChanged 22
		SP:Iteration 195Q (113187.900000 sec): 3 clusters
  Score: Raw -1485573.710417 + Penalty 3183.632068 = -1482390.078350
  nChanged 23
		SP:Iteration 196Q (113188.200000 sec): 3 clusters
  Score: Raw -1485577.862137 + Penalty 3183.632068 = -1482394.230069
  nChanged 19
		SP:Iteration 197Q (113188.490000 sec): 3 clusters
  Score: Raw -1485580.342232 + Penalty 3183.632068 = -1482396.710165
  nChanged 9
		SP:Iteration 198Q (113188.790000 sec): 3 clusters
  Score: Raw -1485581.949471 + Penalty 3183.632068 = -1482398.317403
  nChanged 16
		SP:Iteration 199Q (113189.080000 sec): 3 clusters
  Score: Raw -1485584.430589 + Penalty 3183.632068 = -1482400.798522
  nChanged 19
		SP:Iteration 200F (113189.370000 sec): 3 clusters
  Score: Raw -1485587.077837 + Penalty 3183.632068 = -1482403.445769
  nChanged 14
		SP:Iteration 201Q (113189.670000 sec): 3 clusters
  Score: Raw -1485589.584250 + Penalty 3183.632068 = -1482405.952183
  nChanged 10
		SP:Iteration 202Q (113189.960000 sec): 3 clusters
  Score: Raw -1485590.989379 + Penalty 3183.632068 = -1482407.357312
  nChanged 7
		SP:Iteration 203Q (113190.260000 sec): 3 clusters
  Score: Raw -1485591.674040 + Penalty 3183.632068 = -1482408.041972
  nChanged 7
		SP:Iteration 204Q (113190.550000 sec): 3 clusters
  Score: Raw -1485592.544448 + Penalty 3183.632068 = -1482408.912380
  nChanged 5
		SP:Iteration 205Q (113190.850000 sec): 3 clusters
  Score: Raw -1485592.909016 + Penalty 3183.632068 = -1482409.276948
  nChanged 3
		SP:Iteration 206Q (113191.140000 sec): 3 clusters
  Score: Raw -1485593.066522 + Penalty 3183.632068 = -1482409.434455
  nChanged 2
		SP:Iteration 207Q (113191.430000 sec): 3 clusters
  Score: Raw -1485593.248394 + Penalty 3183.632068 = -1482409.616327
  nChanged 3
		SP:Iteration 208Q (113191.730000 sec): 3 clusters
  Score: Raw -1485593.662761 + Penalty 3183.632068 = -1482410.030693
  nChanged 4
		SP:Iteration 209Q (113192.020000 sec): 3 clusters
  Score: Raw -1485594.253044 + Penalty 3183.632068 = -1482410.620977
  nChanged 3
		SP:Iteration 210Q (113192.310000 sec): 3 clusters
  Score: Raw -1485594.813193 + Penalty 3183.632068 = -1482411.181125
  nChanged 11
		SP:Iteration 211Q (113192.610000 sec): 3 clusters
  Score: Raw -1485596.692388 + Penalty 3183.632068 = -1482413.060320
  nChanged 8
		SP:Iteration 212Q (113192.900000 sec): 3 clusters
  Score: Raw -1485598.216322 + Penalty 3183.632068 = -1482414.584255
  nChanged 8
		SP:Iteration 213Q (113193.200000 sec): 3 clusters
  Score: Raw -1485600.321435 + Penalty 3183.632068 = -1482416.689367
  nChanged 14
		SP:Iteration 214Q (113193.490000 sec): 3 clusters
  Score: Raw -1485602.954293 + Penalty 3183.632068 = -1482419.322226
  nChanged 13
		SP:Iteration 215Q (113193.790000 sec): 3 clusters
  Score: Raw -1485605.367133 + Penalty 3183.632068 = -1482421.735065
  nChanged 12
		SP:Iteration 216Q (113194.080000 sec): 3 clusters
  Score: Raw -1485607.330488 + Penalty 3183.632068 = -1482423.698420
  nChanged 10
		SP:Iteration 217Q (113194.370000 sec): 3 clusters
  Score: Raw -1485609.239719 + Penalty 3183.632068 = -1482425.607651
  nChanged 7
		SP:Iteration 218Q (113194.670000 sec): 3 clusters
  Score: Raw -1485610.031410 + Penalty 3183.632068 = -1482426.399343
  nChanged 5
		SP:Iteration 219Q (113194.960000 sec): 3 clusters
  Score: Raw -1485610.456673 + Penalty 3183.632068 = -1482426.824605
  nChanged 6
		SP:Iteration 220F (113195.330000 sec): 3 clusters
  Score: Raw -1485611.168510 + Penalty 3183.632068 = -1482427.536442
  nChanged 8
		SP:Iteration 221Q (113195.590000 sec): 3 clusters
  Score: Raw -1485612.783391 + Penalty 3183.632068 = -1482429.151323
  nChanged 9
		SP:Iteration 222Q (113195.880000 sec): 3 clusters
  Score: Raw -1485614.449451 + Penalty 3183.632068 = -1482430.817384
  nChanged 7
		SP:Iteration 223Q (113196.170000 sec): 3 clusters
  Score: Raw -1485615.539438 + Penalty 3183.632068 = -1482431.907370
  nChanged 9
		SP:Iteration 224Q (113196.410000 sec): 3 clusters
  Score: Raw -1485617.226693 + Penalty 3183.632068 = -1482433.594625
  nChanged 13
		SP:Iteration 225Q (113196.680000 sec): 3 clusters
  Score: Raw -1485618.768671 + Penalty 3183.632068 = -1482435.136604
  nChanged 11
		SP:Iteration 226Q (113196.970000 sec): 3 clusters
  Score: Raw -1485619.844156 + Penalty 3183.632068 = -1482436.212089
  nChanged 7
		SP:Iteration 227Q (113197.270000 sec): 3 clusters
  Score: Raw -1485620.370978 + Penalty 3183.632068 = -1482436.738910
  nChanged 3
		SP:Iteration 228Q (113197.560000 sec): 3 clusters
  Score: Raw -1485620.636773 + Penalty 3183.632068 = -1482437.004706
  nChanged 2
		SP:Iteration 229Q (113197.850000 sec): 3 clusters
  Score: Raw -1485620.792446 + Penalty 3183.632068 = -1482437.160378
  nChanged 2
		SP:Iteration 230Q (113198.150000 sec): 3 clusters
  Score: Raw -1485621.018161 + Penalty 3183.632068 = -1482437.386093
  nChanged 4
		SP:Iteration 231Q (113198.440000 sec): 3 clusters
  Score: Raw -1485621.336649 + Penalty 3183.632068 = -1482437.704581
  nChanged 2
		SP:Iteration 232Q (113198.730000 sec): 3 clusters
  Score: Raw -1485621.490179 + Penalty 3183.632068 = -1482437.858111
  nChanged 1
		SP:Iteration 233Q (113199.020000 sec): 3 clusters
  Score: Raw -1485621.553106 + Penalty 3183.632068 = -1482437.921039
  nChanged 0
		SP:Iteration 234F (113199.320000 sec): 3 clusters
  Score: Raw -1485621.553106 + Penalty 3183.632068 = -1482437.921039
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (5778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113199.410000 sec): 2 clusters
  Score: Raw -477081.082430 + Penalty 1407.544593 = -475673.537836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113199.630000 sec): 3 clusters
  Score: Raw -474006.318987 + Penalty 2815.089186 = -471191.229801
  nChanged 2365
		SP:Iteration 1F (113199.800000 sec): 3 clusters
  Score: Raw -475352.108017 + Penalty 2815.089186 = -472537.018830
  nChanged 488
		SP:Iteration 2F (113199.970000 sec): 3 clusters
  Score: Raw -475716.526782 + Penalty 2815.089186 = -472901.437596
  nChanged 434
		SP:Iteration 3F (113200.140000 sec): 3 clusters
  Score: Raw -476067.291611 + Penalty 2815.089186 = -473252.202425
  nChanged 383
		SP:Iteration 4F (113200.310000 sec): 3 clusters
  Score: Raw -476356.909017 + Penalty 2815.089186 = -473541.819831
  nChanged 315
		SP:Iteration 5F (113200.480000 sec): 3 clusters
  Score: Raw -476599.734019 + Penalty 2815.089186 = -473784.644833
  nChanged 266
		SP:Iteration 6Q (113200.650000 sec): 3 clusters
  Score: Raw -476809.531401 + Penalty 2815.089186 = -473994.442214
  nChanged 236
		SP:Iteration 7Q (113200.860000 sec): 3 clusters
  Score: Raw -477002.941360 + Penalty 2815.089186 = -474187.852173
  nChanged 221
		SP:Iteration 8Q (113201.030000 sec): 3 clusters
  Score: Raw -477214.312471 + Penalty 2815.089186 = -474399.223285
  nChanged 229
		SP:Iteration 9Q (113201.200000 sec): 3 clusters
  Score: Raw -477431.069927 + Penalty 2815.089186 = -474615.980740
  nChanged 258
		SP:Iteration 10Q (113201.370000 sec): 3 clusters
  Score: Raw -477673.851992 + Penalty 2815.089186 = -474858.762806
  nChanged 292
		SP:Iteration 11F (113201.540000 sec): 3 clusters
  Score: Raw -477964.098489 + Penalty 2815.089186 = -475149.009302
  nChanged 305
		SP:Iteration 12F (113201.710000 sec): 3 clusters
  Score: Raw -478315.793842 + Penalty 2815.089186 = -475500.704655
  nChanged 253
		SP:Iteration 13Q (113201.880000 sec): 3 clusters
  Score: Raw -478602.112236 + Penalty 2815.089186 = -475787.023049
  nChanged 186
		SP:Iteration 14Q (113202.070000 sec): 3 clusters
  Score: Raw -478769.643860 + Penalty 2815.089186 = -475954.554673
  nChanged 138
		SP:Iteration 15Q (113202.250000 sec): 3 clusters
  Score: Raw -478871.709774 + Penalty 2815.089186 = -476056.620588
  nChanged 108
		SP:Iteration 16Q (113202.410000 sec): 3 clusters
  Score: Raw -478941.195722 + Penalty 2815.089186 = -476126.106536
  nChanged 86
		SP:Iteration 17Q (113202.580000 sec): 3 clusters
  Score: Raw -478984.390740 + Penalty 2815.089186 = -476169.301553
  nChanged 64
		SP:Iteration 18Q (113202.750000 sec): 3 clusters
  Score: Raw -479015.315279 + Penalty 2815.089186 = -476200.226092
  nChanged 53
		SP:Iteration 19Q (113202.920000 sec): 3 clusters
  Score: Raw -479036.900130 + Penalty 2815.089186 = -476221.810944
  nChanged 41
		SP:Iteration 20F (113203.090000 sec): 3 clusters
  Score: Raw -479054.861763 + Penalty 2815.089186 = -476239.772577
  nChanged 33
		SP:Iteration 21Q (113203.250000 sec): 3 clusters
  Score: Raw -479071.202703 + Penalty 2815.089186 = -476256.113517
  nChanged 44
		SP:Iteration 22Q (113203.430000 sec): 3 clusters
  Score: Raw -479089.766965 + Penalty 2815.089186 = -476274.677778
  nChanged 37
		SP:Iteration 23Q (113203.590000 sec): 3 clusters
  Score: Raw -479107.417189 + Penalty 2815.089186 = -476292.328003
  nChanged 35
		SP:Iteration 24Q (113203.810000 sec): 3 clusters
  Score: Raw -479121.373804 + Penalty 2815.089186 = -476306.284618
  nChanged 30
		SP:Iteration 25Q (113203.980000 sec): 3 clusters
  Score: Raw -479132.370470 + Penalty 2815.089186 = -476317.281284
  nChanged 25
		SP:Iteration 26Q (113204.130000 sec): 3 clusters
  Score: Raw -479141.584459 + Penalty 2815.089186 = -476326.495273
  nChanged 25
		SP:Iteration 27Q (113204.300000 sec): 3 clusters
  Score: Raw -479151.816898 + Penalty 2815.089186 = -476336.727712
  nChanged 24
		SP:Iteration 28Q (113204.510000 sec): 3 clusters
  Score: Raw -479161.731953 + Penalty 2815.089186 = -476346.642766
  nChanged 30
		SP:Iteration 29Q (113204.680000 sec): 3 clusters
  Score: Raw -479172.820625 + Penalty 2815.089186 = -476357.731438
  nChanged 26
		SP:Iteration 30Q (113204.850000 sec): 3 clusters
  Score: Raw -479182.587180 + Penalty 2815.089186 = -476367.497994
  nChanged 22
		SP:Iteration 31Q (113205.020000 sec): 3 clusters
  Score: Raw -479192.025641 + Penalty 2815.089186 = -476376.936455
  nChanged 28
		SP:Iteration 32Q (113205.190000 sec): 3 clusters
  Score: Raw -479202.386119 + Penalty 2815.089186 = -476387.296933
  nChanged 20
		SP:Iteration 33Q (113205.350000 sec): 3 clusters
  Score: Raw -479210.402022 + Penalty 2815.089186 = -476395.312836
  nChanged 25
		SP:Iteration 34Q (113205.530000 sec): 3 clusters
  Score: Raw -479223.305368 + Penalty 2815.089186 = -476408.216182
  nChanged 26
		SP:Iteration 35Q (113205.690000 sec): 3 clusters
  Score: Raw -479235.624911 + Penalty 2815.089186 = -476420.535725
  nChanged 28
		SP:Iteration 36Q (113205.860000 sec): 3 clusters
  Score: Raw -479250.413825 + Penalty 2815.089186 = -476435.324639
  nChanged 31
		SP:Iteration 37Q (113206.030000 sec): 3 clusters
  Score: Raw -479266.359121 + Penalty 2815.089186 = -476451.269935
  nChanged 28
		SP:Iteration 38Q (113206.200000 sec): 3 clusters
  Score: Raw -479282.477991 + Penalty 2815.089186 = -476467.388805
  nChanged 34
		SP:Iteration 39Q (113206.370000 sec): 3 clusters
  Score: Raw -479310.562380 + Penalty 2815.089186 = -476495.473193
  nChanged 34
		SP:Iteration 40F (113206.540000 sec): 3 clusters
  Score: Raw -479339.593230 + Penalty 2815.089186 = -476524.504044
  nChanged 40
		SP:Iteration 41Q (113206.710000 sec): 3 clusters
  Score: Raw -479367.810426 + Penalty 2815.089186 = -476552.721239
  nChanged 40
		SP:Iteration 42Q (113206.880000 sec): 3 clusters
  Score: Raw -479394.418167 + Penalty 2815.089186 = -476579.328981
  nChanged 33
		SP:Iteration 43Q (113207.050000 sec): 3 clusters
  Score: Raw -479412.877580 + Penalty 2815.089186 = -476597.788394
  nChanged 25
		SP:Iteration 44Q (113207.210000 sec): 3 clusters
  Score: Raw -479425.099924 + Penalty 2815.089186 = -476610.010737
  nChanged 15
		SP:Iteration 45Q (113207.310000 sec): 3 clusters
  Score: Raw -479431.610767 + Penalty 2815.089186 = -476616.521580
  nChanged 13
		SP:Iteration 46Q (113207.410000 sec): 3 clusters
  Score: Raw -479435.921710 + Penalty 2815.089186 = -476620.832524
  nChanged 7
		SP:Iteration 47Q (113207.500000 sec): 3 clusters
  Score: Raw -479438.205173 + Penalty 2815.089186 = -476623.115987
  nChanged 6
		SP:Iteration 48Q (113207.680000 sec): 3 clusters
  Score: Raw -479439.808638 + Penalty 2815.089186 = -476624.719452
  nChanged 8
		SP:Iteration 49Q (113207.880000 sec): 3 clusters
  Score: Raw -479442.505353 + Penalty 2815.089186 = -476627.416167
  nChanged 7
		SP:Iteration 50Q (113208.040000 sec): 3 clusters
  Score: Raw -479443.704456 + Penalty 2815.089186 = -476628.615269
  nChanged 2
		SP:Iteration 51Q (113208.140000 sec): 3 clusters
  Score: Raw -479444.007394 + Penalty 2815.089186 = -476628.918208
  nChanged 2
		SP:Iteration 52Q (113208.240000 sec): 3 clusters
  Score: Raw -479444.448873 + Penalty 2815.089186 = -476629.359687
  nChanged 1
		SP:Iteration 53Q (113208.330000 sec): 3 clusters
  Score: Raw -479444.524207 + Penalty 2815.089186 = -476629.435020
  nChanged 0
		SP:Iteration 54F (113208.530000 sec): 3 clusters
  Score: Raw -479444.524207 + Penalty 2815.089186 = -476629.435020
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 97.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113208.650000 sec): 2 clusters
  Score: Raw -410448.382320 + Penalty 1353.451782 = -409094.930538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113208.820000 sec): 3 clusters
  Score: Raw -408365.598115 + Penalty 2706.903564 = -405658.694552
  nChanged 1639
		SP:Iteration 1F (113209.000000 sec): 3 clusters
  Score: Raw -409306.478008 + Penalty 2706.903564 = -406599.574445
  nChanged 356
		SP:Iteration 2F (113209.170000 sec): 3 clusters
  Score: Raw -409518.523271 + Penalty 2706.903564 = -406811.619707
  nChanged 244
		SP:Iteration 3F (113209.350000 sec): 3 clusters
  Score: Raw -409684.931588 + Penalty 2706.903564 = -406978.028024
  nChanged 198
		SP:Iteration 4Q (113209.530000 sec): 3 clusters
  Score: Raw -409811.421475 + Penalty 2706.903564 = -407104.517912
  nChanged 192
		SP:Iteration 5Q (113209.700000 sec): 3 clusters
  Score: Raw -409934.387338 + Penalty 2706.903564 = -407227.483775
  nChanged 191
		SP:Iteration 6Q (113209.870000 sec): 3 clusters
  Score: Raw -410041.357081 + Penalty 2706.903564 = -407334.453517
  nChanged 166
		SP:Iteration 7Q (113210.050000 sec): 3 clusters
  Score: Raw -410161.565974 + Penalty 2706.903564 = -407454.662411
  nChanged 171
		SP:Iteration 8Q (113210.230000 sec): 3 clusters
  Score: Raw -410298.602809 + Penalty 2706.903564 = -407591.699245
  nChanged 179
		SP:Iteration 9Q (113210.400000 sec): 3 clusters
  Score: Raw -410449.262189 + Penalty 2706.903564 = -407742.358625
  nChanged 150
		SP:Iteration 10Q (113210.570000 sec): 3 clusters
  Score: Raw -410571.033624 + Penalty 2706.903564 = -407864.130061
  nChanged 126
		SP:Iteration 11Q (113210.750000 sec): 3 clusters
  Score: Raw -410666.085765 + Penalty 2706.903564 = -407959.182201
  nChanged 90
		SP:Iteration 12Q (113210.920000 sec): 3 clusters
  Score: Raw -410738.200922 + Penalty 2706.903564 = -408031.297358
  nChanged 69
		SP:Iteration 13Q (113211.100000 sec): 3 clusters
  Score: Raw -410788.029039 + Penalty 2706.903564 = -408081.125475
  nChanged 52
		SP:Iteration 14Q (113211.270000 sec): 3 clusters
  Score: Raw -410816.892273 + Penalty 2706.903564 = -408109.988710
  nChanged 26
		SP:Iteration 15Q (113211.450000 sec): 3 clusters
  Score: Raw -410832.557331 + Penalty 2706.903564 = -408125.653768
  nChanged 21
		SP:Iteration 16Q (113211.630000 sec): 3 clusters
  Score: Raw -410842.795220 + Penalty 2706.903564 = -408135.891657
  nChanged 11
		SP:Iteration 17Q (113211.800000 sec): 3 clusters
  Score: Raw -410848.598494 + Penalty 2706.903564 = -408141.694930
  nChanged 9
		SP:Iteration 18Q (113211.970000 sec): 3 clusters
  Score: Raw -410852.804445 + Penalty 2706.903564 = -408145.900881
  nChanged 13
		SP:Iteration 19Q (113212.150000 sec): 3 clusters
  Score: Raw -410859.956754 + Penalty 2706.903564 = -408153.053190
  nChanged 11
		SP:Iteration 20F (113212.330000 sec): 3 clusters
  Score: Raw -410865.775946 + Penalty 2706.903564 = -408158.872383
  nChanged 10
		SP:Iteration 21Q (113212.500000 sec): 3 clusters
  Score: Raw -410871.975644 + Penalty 2706.903564 = -408165.072081
  nChanged 5
		SP:Iteration 22Q (113212.680000 sec): 3 clusters
  Score: Raw -410875.908658 + Penalty 2706.903564 = -408169.005094
  nChanged 4
		SP:Iteration 23Q (113212.850000 sec): 3 clusters
  Score: Raw -410878.802856 + Penalty 2706.903564 = -408171.899292
  nChanged 1
		SP:Iteration 24Q (113213.030000 sec): 3 clusters
  Score: Raw -410879.052492 + Penalty 2706.903564 = -408172.148928
  nChanged 0
		SP:Iteration 25F (113213.210000 sec): 3 clusters
  Score: Raw -410879.052492 + Penalty 2706.903564 = -408172.148928
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (13952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113213.390000 sec): 2 clusters
  Score: Raw -1290390.816442 + Penalty 1550.798949 = -1288840.017494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113213.660000 sec): 3 clusters
  Score: Raw -1282189.022820 + Penalty 3101.597897 = -1279087.424922
  nChanged 6162
		SP:Iteration 1F (113213.990000 sec): 3 clusters
  Score: Raw -1285654.106434 + Penalty 3101.597897 = -1282552.508536
  nChanged 956
		SP:Iteration 2F (113214.270000 sec): 3 clusters
  Score: Raw -1286155.776323 + Penalty 3101.597897 = -1283054.178426
  nChanged 834
		SP:Iteration 3F (113214.550000 sec): 3 clusters
  Score: Raw -1286584.563525 + Penalty 3101.597897 = -1283482.965628
  nChanged 777
		SP:Iteration 4F (113214.820000 sec): 3 clusters
  Score: Raw -1286956.082448 + Penalty 3101.597897 = -1283854.484550
  nChanged 721
		SP:Iteration 5F (113215.100000 sec): 3 clusters
  Score: Raw -1287312.930178 + Penalty 3101.597897 = -1284211.332280
  nChanged 673
		SP:Iteration 6Q (113215.380000 sec): 3 clusters
  Score: Raw -1287666.708430 + Penalty 3101.597897 = -1284565.110532
  nChanged 652
		SP:Iteration 7Q (113215.660000 sec): 3 clusters
  Score: Raw -1288013.829051 + Penalty 3101.597897 = -1284912.231154
  nChanged 678
		SP:Iteration 8Q (113215.930000 sec): 3 clusters
  Score: Raw -1288360.269658 + Penalty 3101.597897 = -1285258.671761
  nChanged 627
		SP:Iteration 9Q (113216.210000 sec): 3 clusters
  Score: Raw -1288697.916096 + Penalty 3101.597897 = -1285596.318198
  nChanged 633
		SP:Iteration 10Q (113216.490000 sec): 3 clusters
  Score: Raw -1289063.551371 + Penalty 3101.597897 = -1285961.953474
  nChanged 574
		SP:Iteration 11Q (113216.770000 sec): 3 clusters
  Score: Raw -1289411.425513 + Penalty 3101.597897 = -1286309.827615
  nChanged 507
		SP:Iteration 12Q (113217.010000 sec): 3 clusters
  Score: Raw -1289726.435244 + Penalty 3101.597897 = -1286624.837347
  nChanged 446
		SP:Iteration 13Q (113217.300000 sec): 3 clusters
  Score: Raw -1290024.167294 + Penalty 3101.597897 = -1286922.569396
  nChanged 360
		SP:Iteration 14Q (113217.590000 sec): 3 clusters
  Score: Raw -1290230.577757 + Penalty 3101.597897 = -1287128.979859
  nChanged 264
		SP:Iteration 15Q (113217.860000 sec): 3 clusters
  Score: Raw -1290378.218518 + Penalty 3101.597897 = -1287276.620620
  nChanged 221
		SP:Iteration 16Q (113218.160000 sec): 3 clusters
  Score: Raw -1290496.970822 + Penalty 3101.597897 = -1287395.372925
  nChanged 166
		SP:Iteration 17Q (113218.430000 sec): 3 clusters
  Score: Raw -1290589.217364 + Penalty 3101.597897 = -1287487.619467
  nChanged 136
		SP:Iteration 18Q (113218.690000 sec): 3 clusters
  Score: Raw -1290654.550818 + Penalty 3101.597897 = -1287552.952920
  nChanged 87
		SP:Iteration 19Q (113218.910000 sec): 3 clusters
  Score: Raw -1290694.555336 + Penalty 3101.597897 = -1287592.957439
  nChanged 76
		SP:Iteration 20F (113219.230000 sec): 3 clusters
  Score: Raw -1290729.275982 + Penalty 3101.597897 = -1287627.678085
  nChanged 67
		SP:Iteration 21Q (113219.480000 sec): 3 clusters
  Score: Raw -1290762.101916 + Penalty 3101.597897 = -1287660.504019
  nChanged 57
		SP:Iteration 22Q (113219.710000 sec): 3 clusters
  Score: Raw -1290789.016995 + Penalty 3101.597897 = -1287687.419098
  nChanged 48
		SP:Iteration 23Q (113219.930000 sec): 3 clusters
  Score: Raw -1290808.901057 + Penalty 3101.597897 = -1287707.303159
  nChanged 39
		SP:Iteration 24Q (113220.110000 sec): 3 clusters
  Score: Raw -1290825.688906 + Penalty 3101.597897 = -1287724.091008
  nChanged 37
		SP:Iteration 25Q (113220.420000 sec): 3 clusters
  Score: Raw -1290837.589084 + Penalty 3101.597897 = -1287735.991186
  nChanged 22
		SP:Iteration 26Q (113220.700000 sec): 3 clusters
  Score: Raw -1290846.165554 + Penalty 3101.597897 = -1287744.567657
  nChanged 19
		SP:Iteration 27Q (113220.980000 sec): 3 clusters
  Score: Raw -1290853.197167 + Penalty 3101.597897 = -1287751.599269
  nChanged 18
		SP:Iteration 28Q (113221.260000 sec): 3 clusters
  Score: Raw -1290859.391404 + Penalty 3101.597897 = -1287757.793506
  nChanged 19
		SP:Iteration 29Q (113221.550000 sec): 3 clusters
  Score: Raw -1290865.873976 + Penalty 3101.597897 = -1287764.276078
  nChanged 22
		SP:Iteration 30Q (113221.830000 sec): 3 clusters
  Score: Raw -1290875.599676 + Penalty 3101.597897 = -1287774.001778
  nChanged 22
		SP:Iteration 31Q (113222.110000 sec): 3 clusters
  Score: Raw -1290885.350796 + Penalty 3101.597897 = -1287783.752898
  nChanged 29
		SP:Iteration 32Q (113222.390000 sec): 3 clusters
  Score: Raw -1290897.078281 + Penalty 3101.597897 = -1287795.480384
  nChanged 22
		SP:Iteration 33Q (113222.680000 sec): 3 clusters
  Score: Raw -1290907.467785 + Penalty 3101.597897 = -1287805.869888
  nChanged 19
		SP:Iteration 34Q (113222.930000 sec): 3 clusters
  Score: Raw -1290913.357550 + Penalty 3101.597897 = -1287811.759652
  nChanged 9
		SP:Iteration 35Q (113223.210000 sec): 3 clusters
  Score: Raw -1290916.605784 + Penalty 3101.597897 = -1287815.007887
  nChanged 8
		SP:Iteration 36Q (113223.490000 sec): 3 clusters
  Score: Raw -1290918.498063 + Penalty 3101.597897 = -1287816.900165
  nChanged 6
		SP:Iteration 37Q (113223.780000 sec): 3 clusters
  Score: Raw -1290919.555628 + Penalty 3101.597897 = -1287817.957731
  nChanged 5
		SP:Iteration 38Q (113224.070000 sec): 3 clusters
  Score: Raw -1290921.094906 + Penalty 3101.597897 = -1287819.497009
  nChanged 5
		SP:Iteration 39Q (113224.350000 sec): 3 clusters
  Score: Raw -1290923.069997 + Penalty 3101.597897 = -1287821.472099
  nChanged 2
		SP:Iteration 40F (113224.640000 sec): 3 clusters
  Score: Raw -1290923.641465 + Penalty 3101.597897 = -1287822.043568
  nChanged 2
		SP:Iteration 41Q (113224.920000 sec): 3 clusters
  Score: Raw -1290924.515923 + Penalty 3101.597897 = -1287822.918025
  nChanged 3
		SP:Iteration 42Q (113225.120000 sec): 3 clusters
  Score: Raw -1290925.152660 + Penalty 3101.597897 = -1287823.554763
  nChanged 3
		SP:Iteration 43Q (113225.350000 sec): 3 clusters
  Score: Raw -1290926.788014 + Penalty 3101.597897 = -1287825.190117
  nChanged 5
		SP:Iteration 44Q (113225.630000 sec): 3 clusters
  Score: Raw -1290929.047596 + Penalty 3101.597897 = -1287827.449698
  nChanged 2
		SP:Iteration 45Q (113225.950000 sec): 3 clusters
  Score: Raw -1290929.299606 + Penalty 3101.597897 = -1287827.701708
  nChanged 1
		SP:Iteration 46Q (113226.150000 sec): 3 clusters
  Score: Raw -1290929.458862 + Penalty 3101.597897 = -1287827.860965
  nChanged 1
		SP:Iteration 47Q (113226.470000 sec): 3 clusters
  Score: Raw -1290929.598215 + Penalty 3101.597897 = -1287828.000317
  nChanged 1
		SP:Iteration 48Q (113226.720000 sec): 3 clusters
  Score: Raw -1290929.700758 + Penalty 3101.597897 = -1287828.102860
  nChanged 1
		SP:Iteration 49Q (113227.010000 sec): 3 clusters
  Score: Raw -1290929.866524 + Penalty 3101.597897 = -1287828.268627
  nChanged 0
		SP:Iteration 50F (113227.190000 sec): 3 clusters
  Score: Raw -1290929.866524 + Penalty 3101.597897 = -1287828.268627
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (11949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113227.320000 sec): 2 clusters
  Score: Raw -1089663.507767 + Penalty 1525.615467 = -1088137.892300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113227.570000 sec): 3 clusters
  Score: Raw -1082863.116806 + Penalty 3051.230933 = -1079811.885873
  nChanged 5231
		SP:Iteration 1F (113227.790000 sec): 3 clusters
  Score: Raw -1086391.914030 + Penalty 3051.230933 = -1083340.683096
  nChanged 1220
		SP:Iteration 2F (113228.010000 sec): 3 clusters
  Score: Raw -1087657.733587 + Penalty 3051.230933 = -1084606.502653
  nChanged 1253
		SP:Iteration 3F (113228.270000 sec): 3 clusters
  Score: Raw -1088816.111386 + Penalty 3051.230933 = -1085764.880452
  nChanged 968
		SP:Iteration 4F (113228.520000 sec): 3 clusters
  Score: Raw -1089527.208475 + Penalty 3051.230933 = -1086475.977542
  nChanged 633
		SP:Iteration 5F (113228.730000 sec): 3 clusters
  Score: Raw -1089891.579230 + Penalty 3051.230933 = -1086840.348297
  nChanged 455
		SP:Iteration 6Q (113228.940000 sec): 3 clusters
  Score: Raw -1090127.724867 + Penalty 3051.230933 = -1087076.493933
  nChanged 350
		SP:Iteration 7Q (113229.190000 sec): 3 clusters
  Score: Raw -1090298.238035 + Penalty 3051.230933 = -1087247.007101
  nChanged 299
		SP:Iteration 8Q (113229.410000 sec): 3 clusters
  Score: Raw -1090464.426820 + Penalty 3051.230933 = -1087413.195887
  nChanged 287
		SP:Iteration 9Q (113229.710000 sec): 3 clusters
  Score: Raw -1090623.550091 + Penalty 3051.230933 = -1087572.319158
  nChanged 269
		SP:Iteration 10Q (113229.930000 sec): 3 clusters
  Score: Raw -1090768.736467 + Penalty 3051.230933 = -1087717.505534
  nChanged 263
		SP:Iteration 11Q (113230.180000 sec): 3 clusters
  Score: Raw -1090945.272157 + Penalty 3051.230933 = -1087894.041224
  nChanged 278
		SP:Iteration 12Q (113230.430000 sec): 3 clusters
  Score: Raw -1091121.723716 + Penalty 3051.230933 = -1088070.492782
  nChanged 260
		SP:Iteration 13Q (113230.650000 sec): 3 clusters
  Score: Raw -1091283.539047 + Penalty 3051.230933 = -1088232.308113
  nChanged 251
		SP:Iteration 14Q (113230.900000 sec): 3 clusters
  Score: Raw -1091418.110773 + Penalty 3051.230933 = -1088366.879839
  nChanged 250
		SP:Iteration 15Q (113231.190000 sec): 3 clusters
  Score: Raw -1091573.973183 + Penalty 3051.230933 = -1088522.742250
  nChanged 265
		SP:Iteration 16Q (113231.400000 sec): 3 clusters
  Score: Raw -1091735.569017 + Penalty 3051.230933 = -1088684.338084
  nChanged 237
		SP:Iteration 17Q (113231.610000 sec): 3 clusters
  Score: Raw -1091867.961918 + Penalty 3051.230933 = -1088816.730985
  nChanged 215
		SP:Iteration 18Q (113231.820000 sec): 3 clusters
  Score: Raw -1091974.961804 + Penalty 3051.230933 = -1088923.730871
  nChanged 212
		SP:Iteration 19Q (113232.030000 sec): 3 clusters
  Score: Raw -1092073.995946 + Penalty 3051.230933 = -1089022.765013
  nChanged 187
		SP:Iteration 20F (113232.290000 sec): 3 clusters
  Score: Raw -1092155.355802 + Penalty 3051.230933 = -1089104.124868
  nChanged 177
		SP:Iteration 21Q (113232.540000 sec): 3 clusters
  Score: Raw -1092216.831895 + Penalty 3051.230933 = -1089165.600962
  nChanged 142
		SP:Iteration 22Q (113232.710000 sec): 3 clusters
  Score: Raw -1092263.874271 + Penalty 3051.230933 = -1089212.643337
  nChanged 123
		SP:Iteration 23Q (113232.970000 sec): 3 clusters
  Score: Raw -1092298.359149 + Penalty 3051.230933 = -1089247.128216
  nChanged 91
		SP:Iteration 24Q (113233.220000 sec): 3 clusters
  Score: Raw -1092322.393884 + Penalty 3051.230933 = -1089271.162951
  nChanged 81
		SP:Iteration 25Q (113233.430000 sec): 3 clusters
  Score: Raw -1092343.197863 + Penalty 3051.230933 = -1089291.966930
  nChanged 80
		SP:Iteration 26Q (113233.640000 sec): 3 clusters
  Score: Raw -1092362.979272 + Penalty 3051.230933 = -1089311.748339
  nChanged 70
		SP:Iteration 27Q (113233.850000 sec): 3 clusters
  Score: Raw -1092379.228734 + Penalty 3051.230933 = -1089327.997800
  nChanged 62
		SP:Iteration 28Q (113234.010000 sec): 3 clusters
  Score: Raw -1092393.738423 + Penalty 3051.230933 = -1089342.507490
  nChanged 54
		SP:Iteration 29Q (113234.280000 sec): 3 clusters
  Score: Raw -1092405.305237 + Penalty 3051.230933 = -1089354.074303
  nChanged 37
		SP:Iteration 30Q (113234.530000 sec): 3 clusters
  Score: Raw -1092411.682730 + Penalty 3051.230933 = -1089360.451797
  nChanged 26
		SP:Iteration 31Q (113234.750000 sec): 3 clusters
  Score: Raw -1092416.846175 + Penalty 3051.230933 = -1089365.615242
  nChanged 18
		SP:Iteration 32Q (113235.010000 sec): 3 clusters
  Score: Raw -1092421.170937 + Penalty 3051.230933 = -1089369.940004
  nChanged 17
		SP:Iteration 33Q (113235.250000 sec): 3 clusters
  Score: Raw -1092424.646974 + Penalty 3051.230933 = -1089373.416041
  nChanged 18
		SP:Iteration 34Q (113235.550000 sec): 3 clusters
  Score: Raw -1092428.042057 + Penalty 3051.230933 = -1089376.811123
  nChanged 18
		SP:Iteration 35Q (113235.760000 sec): 3 clusters
  Score: Raw -1092430.699844 + Penalty 3051.230933 = -1089379.468911
  nChanged 16
		SP:Iteration 36Q (113235.970000 sec): 3 clusters
  Score: Raw -1092433.558740 + Penalty 3051.230933 = -1089382.327806
  nChanged 17
		SP:Iteration 37Q (113236.180000 sec): 3 clusters
  Score: Raw -1092436.304709 + Penalty 3051.230933 = -1089385.073776
  nChanged 12
		SP:Iteration 38Q (113236.400000 sec): 3 clusters
  Score: Raw -1092438.020032 + Penalty 3051.230933 = -1089386.789099
  nChanged 12
		SP:Iteration 39Q (113236.610000 sec): 3 clusters
  Score: Raw -1092439.531945 + Penalty 3051.230933 = -1089388.301011
  nChanged 6
		SP:Iteration 40F (113236.810000 sec): 3 clusters
  Score: Raw -1092440.157996 + Penalty 3051.230933 = -1089388.927062
  nChanged 8
		SP:Iteration 41Q (113237.030000 sec): 3 clusters
  Score: Raw -1092441.200685 + Penalty 3051.230933 = -1089389.969752
  nChanged 9
		SP:Iteration 42Q (113237.240000 sec): 3 clusters
  Score: Raw -1092442.540040 + Penalty 3051.230933 = -1089391.309107
  nChanged 11
		SP:Iteration 43Q (113237.450000 sec): 3 clusters
  Score: Raw -1092443.861879 + Penalty 3051.230933 = -1089392.630946
  nChanged 5
		SP:Iteration 44Q (113237.660000 sec): 3 clusters
  Score: Raw -1092444.640095 + Penalty 3051.230933 = -1089393.409162
  nChanged 6
		SP:Iteration 45Q (113237.820000 sec): 3 clusters
  Score: Raw -1092445.623942 + Penalty 3051.230933 = -1089394.393009
  nChanged 8
		SP:Iteration 46Q (113238.090000 sec): 3 clusters
  Score: Raw -1092446.695744 + Penalty 3051.230933 = -1089395.464811
  nChanged 5
		SP:Iteration 47Q (113238.290000 sec): 3 clusters
  Score: Raw -1092447.467632 + Penalty 3051.230933 = -1089396.236699
  nChanged 7
		SP:Iteration 48Q (113238.450000 sec): 3 clusters
  Score: Raw -1092448.406369 + Penalty 3051.230933 = -1089397.175436
  nChanged 8
		SP:Iteration 49Q (113238.720000 sec): 3 clusters
  Score: Raw -1092449.435773 + Penalty 3051.230933 = -1089398.204840
  nChanged 3
		SP:Iteration 50Q (113238.970000 sec): 3 clusters
  Score: Raw -1092449.968481 + Penalty 3051.230933 = -1089398.737548
  nChanged 5
		SP:Iteration 51Q (113239.190000 sec): 3 clusters
  Score: Raw -1092450.569838 + Penalty 3051.230933 = -1089399.338905
  nChanged 3
		SP:Iteration 52Q (113239.450000 sec): 3 clusters
  Score: Raw -1092450.981122 + Penalty 3051.230933 = -1089399.750189
  nChanged 0
		SP:Iteration 53F (113239.690000 sec): 3 clusters
  Score: Raw -1092450.981122 + Penalty 3051.230933 = -1089399.750189
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 98.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (4152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113239.820000 sec): 2 clusters
  Score: Raw -359330.377178 + Penalty 1353.843632 = -357976.533546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113240.000000 sec): 3 clusters
  Score: Raw -357223.729201 + Penalty 2707.687263 = -354516.041938
  nChanged 1661
		SP:Iteration 1F (113240.170000 sec): 3 clusters
  Score: Raw -358398.210150 + Penalty 2707.687263 = -355690.522887
  nChanged 407
		SP:Iteration 2F (113240.350000 sec): 3 clusters
  Score: Raw -359016.925748 + Penalty 2707.687263 = -356309.238485
  nChanged 386
		SP:Iteration 3F (113240.530000 sec): 3 clusters
  Score: Raw -359501.790506 + Penalty 2707.687263 = -356794.103243
  nChanged 320
		SP:Iteration 4F (113240.700000 sec): 3 clusters
  Score: Raw -359859.499714 + Penalty 2707.687263 = -357151.812451
  nChanged 248
		SP:Iteration 5F (113240.820000 sec): 3 clusters
  Score: Raw -360092.509318 + Penalty 2707.687263 = -357384.822055
  nChanged 177
		SP:Iteration 6Q (113240.900000 sec): 3 clusters
  Score: Raw -360241.588555 + Penalty 2707.687263 = -357533.901292
  nChanged 138
		SP:Iteration 7Q (113240.980000 sec): 3 clusters
  Score: Raw -360356.108096 + Penalty 2707.687263 = -357648.420833
  nChanged 118
		SP:Iteration 8Q (113241.070000 sec): 3 clusters
  Score: Raw -360431.176442 + Penalty 2707.687263 = -357723.489179
  nChanged 78
		SP:Iteration 9Q (113241.150000 sec): 3 clusters
  Score: Raw -360486.124783 + Penalty 2707.687263 = -357778.437520
  nChanged 63
		SP:Iteration 10Q (113241.230000 sec): 3 clusters
  Score: Raw -360519.768748 + Penalty 2707.687263 = -357812.081485
  nChanged 58
		SP:Iteration 11Q (113241.310000 sec): 3 clusters
  Score: Raw -360551.735074 + Penalty 2707.687263 = -357844.047811
  nChanged 56
		SP:Iteration 12Q (113241.390000 sec): 3 clusters
  Score: Raw -360590.567160 + Penalty 2707.687263 = -357882.879897
  nChanged 72
		SP:Iteration 13Q (113241.470000 sec): 3 clusters
  Score: Raw -360634.054330 + Penalty 2707.687263 = -357926.367067
  nChanged 59
		SP:Iteration 14Q (113241.550000 sec): 3 clusters
  Score: Raw -360668.074614 + Penalty 2707.687263 = -357960.387351
  nChanged 47
		SP:Iteration 15Q (113241.630000 sec): 3 clusters
  Score: Raw -360693.209465 + Penalty 2707.687263 = -357985.522201
  nChanged 36
		SP:Iteration 16Q (113241.710000 sec): 3 clusters
  Score: Raw -360712.004745 + Penalty 2707.687263 = -358004.317482
  nChanged 32
		SP:Iteration 17Q (113241.800000 sec): 3 clusters
  Score: Raw -360728.945580 + Penalty 2707.687263 = -358021.258317
  nChanged 32
		SP:Iteration 18Q (113241.870000 sec): 3 clusters
  Score: Raw -360745.658919 + Penalty 2707.687263 = -358037.971656
  nChanged 28
		SP:Iteration 19Q (113241.950000 sec): 3 clusters
  Score: Raw -360760.409257 + Penalty 2707.687263 = -358052.721994
  nChanged 27
		SP:Iteration 20F (113242.030000 sec): 3 clusters
  Score: Raw -360772.100523 + Penalty 2707.687263 = -358064.413260
  nChanged 18
		SP:Iteration 21Q (113242.110000 sec): 3 clusters
  Score: Raw -360780.121628 + Penalty 2707.687263 = -358072.434365
  nChanged 16
		SP:Iteration 22Q (113242.190000 sec): 3 clusters
  Score: Raw -360786.925516 + Penalty 2707.687263 = -358079.238253
  nChanged 13
		SP:Iteration 23Q (113242.270000 sec): 3 clusters
  Score: Raw -360791.949818 + Penalty 2707.687263 = -358084.262555
  nChanged 9
		SP:Iteration 24Q (113242.340000 sec): 3 clusters
  Score: Raw -360794.806718 + Penalty 2707.687263 = -358087.119455
  nChanged 7
		SP:Iteration 25Q (113242.420000 sec): 3 clusters
  Score: Raw -360797.501095 + Penalty 2707.687263 = -358089.813832
  nChanged 11
		SP:Iteration 26Q (113242.500000 sec): 3 clusters
  Score: Raw -360802.766045 + Penalty 2707.687263 = -358095.078782
  nChanged 9
		SP:Iteration 27Q (113242.580000 sec): 3 clusters
  Score: Raw -360806.104829 + Penalty 2707.687263 = -358098.417566
  nChanged 11
		SP:Iteration 28Q (113242.650000 sec): 3 clusters
  Score: Raw -360809.525220 + Penalty 2707.687263 = -358101.837957
  nChanged 6
		SP:Iteration 29Q (113242.730000 sec): 3 clusters
  Score: Raw -360812.560028 + Penalty 2707.687263 = -358104.872765
  nChanged 7
		SP:Iteration 30Q (113242.810000 sec): 3 clusters
  Score: Raw -360815.151416 + Penalty 2707.687263 = -358107.464153
  nChanged 9
		SP:Iteration 31Q (113242.890000 sec): 3 clusters
  Score: Raw -360819.277863 + Penalty 2707.687263 = -358111.590600
  nChanged 11
		SP:Iteration 32Q (113243.070000 sec): 3 clusters
  Score: Raw -360822.130321 + Penalty 2707.687263 = -358114.443058
  nChanged 9
		SP:Iteration 33Q (113243.250000 sec): 3 clusters
  Score: Raw -360824.461827 + Penalty 2707.687263 = -358116.774564
  nChanged 5
		SP:Iteration 34Q (113243.420000 sec): 3 clusters
  Score: Raw -360826.343029 + Penalty 2707.687263 = -358118.655766
  nChanged 9
		SP:Iteration 35Q (113243.600000 sec): 3 clusters
  Score: Raw -360830.188183 + Penalty 2707.687263 = -358122.500920
  nChanged 5
		SP:Iteration 36Q (113243.770000 sec): 3 clusters
  Score: Raw -360832.737227 + Penalty 2707.687263 = -358125.049964
  nChanged 10
		SP:Iteration 37Q (113243.950000 sec): 3 clusters
  Score: Raw -360837.299790 + Penalty 2707.687263 = -358129.612527
  nChanged 10
		SP:Iteration 38Q (113244.130000 sec): 3 clusters
  Score: Raw -360841.234091 + Penalty 2707.687263 = -358133.546828
  nChanged 9
		SP:Iteration 39Q (113244.300000 sec): 3 clusters
  Score: Raw -360844.638254 + Penalty 2707.687263 = -358136.950991
  nChanged 6
		SP:Iteration 40F (113244.480000 sec): 3 clusters
  Score: Raw -360846.561950 + Penalty 2707.687263 = -358138.874687
  nChanged 4
		SP:Iteration 41Q (113244.650000 sec): 3 clusters
  Score: Raw -360847.624920 + Penalty 2707.687263 = -358139.937657
  nChanged 1
		SP:Iteration 42Q (113244.830000 sec): 3 clusters
  Score: Raw -360848.051179 + Penalty 2707.687263 = -358140.363916
  nChanged 3
		SP:Iteration 43Q (113245.010000 sec): 3 clusters
  Score: Raw -360849.438109 + Penalty 2707.687263 = -358141.750846
  nChanged 2
		SP:Iteration 44Q (113245.180000 sec): 3 clusters
  Score: Raw -360849.999465 + Penalty 2707.687263 = -358142.312202
  nChanged 1
		SP:Iteration 45Q (113245.360000 sec): 3 clusters
  Score: Raw -360850.354002 + Penalty 2707.687263 = -358142.666739
  nChanged 1
		SP:Iteration 46Q (113245.530000 sec): 3 clusters
  Score: Raw -360850.503561 + Penalty 2707.687263 = -358142.816298
  nChanged 2
		SP:Iteration 47Q (113245.710000 sec): 3 clusters
  Score: Raw -360850.836951 + Penalty 2707.687263 = -358143.149687
  nChanged 3
		SP:Iteration 48Q (113245.890000 sec): 3 clusters
  Score: Raw -360851.572812 + Penalty 2707.687263 = -358143.885549
  nChanged 1
		SP:Iteration 49Q (113246.060000 sec): 3 clusters
  Score: Raw -360852.173748 + Penalty 2707.687263 = -358144.486485
  nChanged 3
		SP:Iteration 50Q (113246.240000 sec): 3 clusters
  Score: Raw -360853.981589 + Penalty 2707.687263 = -358146.294326
  nChanged 4
		SP:Iteration 51Q (113246.410000 sec): 3 clusters
  Score: Raw -360855.420990 + Penalty 2707.687263 = -358147.733727
  nChanged 5
		SP:Iteration 52Q (113246.590000 sec): 3 clusters
  Score: Raw -360857.255208 + Penalty 2707.687263 = -358149.567945
  nChanged 2
		SP:Iteration 53Q (113246.770000 sec): 3 clusters
  Score: Raw -360857.791604 + Penalty 2707.687263 = -358150.104341
  nChanged 1
		SP:Iteration 54Q (113246.940000 sec): 3 clusters
  Score: Raw -360857.962445 + Penalty 2707.687263 = -358150.275182
  nChanged 0
		SP:Iteration 55F (113247.120000 sec): 3 clusters
  Score: Raw -360857.962445 + Penalty 2707.687263 = -358150.275182
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (3159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113247.250000 sec): 2 clusters
  Score: Raw -234444.900972 + Penalty 1309.426755 = -233135.474217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113247.420000 sec): 3 clusters
  Score: Raw -233027.547418 + Penalty 2618.853510 = -230408.693908
  nChanged 1185
		SP:Iteration 1F (113247.600000 sec): 3 clusters
  Score: Raw -233925.149772 + Penalty 2618.853510 = -231306.296262
  nChanged 316
		SP:Iteration 2F (113247.770000 sec): 3 clusters
  Score: Raw -234314.170865 + Penalty 2618.853510 = -231695.317355
  nChanged 263
		SP:Iteration 3F (113247.950000 sec): 3 clusters
  Score: Raw -234678.157534 + Penalty 2618.853510 = -232059.304024
  nChanged 214
		SP:Iteration 4F (113248.130000 sec): 3 clusters
  Score: Raw -234911.581768 + Penalty 2618.853510 = -232292.728257
  nChanged 149
		SP:Iteration 5Q (113248.300000 sec): 3 clusters
  Score: Raw -235057.540968 + Penalty 2618.853510 = -232438.687458
  nChanged 122
		SP:Iteration 6Q (113248.470000 sec): 3 clusters
  Score: Raw -235174.643832 + Penalty 2618.853510 = -232555.790322
  nChanged 90
		SP:Iteration 7Q (113248.650000 sec): 3 clusters
  Score: Raw -235251.456041 + Penalty 2618.853510 = -232632.602531
  nChanged 78
		SP:Iteration 8Q (113248.830000 sec): 3 clusters
  Score: Raw -235314.441131 + Penalty 2618.853510 = -232695.587621
  nChanged 65
		SP:Iteration 9Q (113249.000000 sec): 3 clusters
  Score: Raw -235367.196608 + Penalty 2618.853510 = -232748.343098
  nChanged 48
		SP:Iteration 10Q (113249.180000 sec): 3 clusters
  Score: Raw -235392.499826 + Penalty 2618.853510 = -232773.646316
  nChanged 31
		SP:Iteration 11Q (113249.350000 sec): 3 clusters
  Score: Raw -235407.245727 + Penalty 2618.853510 = -232788.392216
  nChanged 26
		SP:Iteration 12Q (113249.530000 sec): 3 clusters
  Score: Raw -235426.985886 + Penalty 2618.853510 = -232808.132376
  nChanged 28
		SP:Iteration 13Q (113249.710000 sec): 3 clusters
  Score: Raw -235461.326285 + Penalty 2618.853510 = -232842.472775
  nChanged 37
		SP:Iteration 14Q (113249.880000 sec): 3 clusters
  Score: Raw -235490.881431 + Penalty 2618.853510 = -232872.027920
  nChanged 34
		SP:Iteration 15Q (113250.060000 sec): 3 clusters
  Score: Raw -235517.460360 + Penalty 2618.853510 = -232898.606850
  nChanged 30
		SP:Iteration 16Q (113250.230000 sec): 3 clusters
  Score: Raw -235532.137961 + Penalty 2618.853510 = -232913.284451
  nChanged 23
		SP:Iteration 17Q (113250.410000 sec): 3 clusters
  Score: Raw -235542.403525 + Penalty 2618.853510 = -232923.550015
  nChanged 19
		SP:Iteration 18Q (113250.590000 sec): 3 clusters
  Score: Raw -235554.453793 + Penalty 2618.853510 = -232935.600283
  nChanged 23
		SP:Iteration 19Q (113250.760000 sec): 3 clusters
  Score: Raw -235567.061412 + Penalty 2618.853510 = -232948.207902
  nChanged 23
		SP:Iteration 20F (113250.940000 sec): 3 clusters
  Score: Raw -235575.315077 + Penalty 2618.853510 = -232956.461566
  nChanged 11
		SP:Iteration 21Q (113251.110000 sec): 3 clusters
  Score: Raw -235579.796587 + Penalty 2618.853510 = -232960.943077
  nChanged 9
		SP:Iteration 22Q (113251.290000 sec): 3 clusters
  Score: Raw -235583.075904 + Penalty 2618.853510 = -232964.222393
  nChanged 10
		SP:Iteration 23Q (113251.470000 sec): 3 clusters
  Score: Raw -235585.710852 + Penalty 2618.853510 = -232966.857341
  nChanged 7
		SP:Iteration 24Q (113251.640000 sec): 3 clusters
  Score: Raw -235587.629110 + Penalty 2618.853510 = -232968.775600
  nChanged 5
		SP:Iteration 25Q (113251.820000 sec): 3 clusters
  Score: Raw -235589.423770 + Penalty 2618.853510 = -232970.570259
  nChanged 6
		SP:Iteration 26Q (113251.990000 sec): 3 clusters
  Score: Raw -235591.601495 + Penalty 2618.853510 = -232972.747984
  nChanged 4
		SP:Iteration 27Q (113252.170000 sec): 3 clusters
  Score: Raw -235592.397365 + Penalty 2618.853510 = -232973.543855
  nChanged 4
		SP:Iteration 28Q (113252.350000 sec): 3 clusters
  Score: Raw -235592.795982 + Penalty 2618.853510 = -232973.942472
  nChanged 1
		SP:Iteration 29Q (113252.520000 sec): 3 clusters
  Score: Raw -235593.009131 + Penalty 2618.853510 = -232974.155621
  nChanged 1
		SP:Iteration 30Q (113252.700000 sec): 3 clusters
  Score: Raw -235593.198338 + Penalty 2618.853510 = -232974.344828
  nChanged 1
		SP:Iteration 31Q (113252.870000 sec): 3 clusters
  Score: Raw -235593.402360 + Penalty 2618.853510 = -232974.548850
  nChanged 1
		SP:Iteration 32Q (113253.050000 sec): 3 clusters
  Score: Raw -235593.609211 + Penalty 2618.853510 = -232974.755701
  nChanged 0
		SP:Iteration 33F (113253.220000 sec): 3 clusters
  Score: Raw -235593.609211 + Penalty 2618.853510 = -232974.755701
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (5593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113253.330000 sec): 2 clusters
  Score: Raw -378082.682598 + Penalty 1402.256553 = -376680.426046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113253.550000 sec): 3 clusters
  Score: Raw -375145.629643 + Penalty 2804.513106 = -372341.116537
  nChanged 2295
		SP:Iteration 1F (113253.720000 sec): 3 clusters
  Score: Raw -376998.230514 + Penalty 2804.513106 = -374193.717408
  nChanged 631
		SP:Iteration 2F (113253.890000 sec): 3 clusters
  Score: Raw -377808.133030 + Penalty 2804.513106 = -375003.619924
  nChanged 571
		SP:Iteration 3F (113254.070000 sec): 3 clusters
  Score: Raw -378471.840319 + Penalty 2804.513106 = -375667.327213
  nChanged 388
		SP:Iteration 4F (113254.230000 sec): 3 clusters
  Score: Raw -378810.699374 + Penalty 2804.513106 = -376006.186268
  nChanged 248
		SP:Iteration 5Q (113254.410000 sec): 3 clusters
  Score: Raw -378964.743880 + Penalty 2804.513106 = -376160.230775
  nChanged 149
		SP:Iteration 6Q (113254.580000 sec): 3 clusters
  Score: Raw -379034.748072 + Penalty 2804.513106 = -376230.234966
  nChanged 112
		SP:Iteration 7Q (113254.750000 sec): 3 clusters
  Score: Raw -379082.691384 + Penalty 2804.513106 = -376278.178278
  nChanged 81
		SP:Iteration 8Q (113254.920000 sec): 3 clusters
  Score: Raw -379111.548190 + Penalty 2804.513106 = -376307.035084
  nChanged 62
		SP:Iteration 9Q (113255.090000 sec): 3 clusters
  Score: Raw -379128.686195 + Penalty 2804.513106 = -376324.173089
  nChanged 49
		SP:Iteration 10Q (113255.260000 sec): 3 clusters
  Score: Raw -379141.137022 + Penalty 2804.513106 = -376336.623916
  nChanged 33
		SP:Iteration 11Q (113255.430000 sec): 3 clusters
  Score: Raw -379147.429963 + Penalty 2804.513106 = -376342.916858
  nChanged 23
		SP:Iteration 12Q (113255.600000 sec): 3 clusters
  Score: Raw -379153.711695 + Penalty 2804.513106 = -376349.198589
  nChanged 19
		SP:Iteration 13Q (113255.770000 sec): 3 clusters
  Score: Raw -379158.112003 + Penalty 2804.513106 = -376353.598897
  nChanged 18
		SP:Iteration 14Q (113255.940000 sec): 3 clusters
  Score: Raw -379162.853699 + Penalty 2804.513106 = -376358.340593
  nChanged 17
		SP:Iteration 15Q (113256.120000 sec): 3 clusters
  Score: Raw -379166.423997 + Penalty 2804.513106 = -376361.910892
  nChanged 17
		SP:Iteration 16Q (113256.290000 sec): 3 clusters
  Score: Raw -379169.504017 + Penalty 2804.513106 = -376364.990911
  nChanged 9
		SP:Iteration 17Q (113256.460000 sec): 3 clusters
  Score: Raw -379170.988379 + Penalty 2804.513106 = -376366.475273
  nChanged 5
		SP:Iteration 18Q (113256.630000 sec): 3 clusters
  Score: Raw -379172.194500 + Penalty 2804.513106 = -376367.681394
  nChanged 9
		SP:Iteration 19Q (113256.800000 sec): 3 clusters
  Score: Raw -379174.620685 + Penalty 2804.513106 = -376370.107579
  nChanged 13
		SP:Iteration 20F (113256.970000 sec): 3 clusters
  Score: Raw -379176.608259 + Penalty 2804.513106 = -376372.095153
  nChanged 11
		SP:Iteration 21Q (113257.140000 sec): 3 clusters
  Score: Raw -379179.401694 + Penalty 2804.513106 = -376374.888589
  nChanged 9
		SP:Iteration 22Q (113257.320000 sec): 3 clusters
  Score: Raw -379181.868433 + Penalty 2804.513106 = -376377.355327
  nChanged 11
		SP:Iteration 23Q (113257.480000 sec): 3 clusters
  Score: Raw -379184.732623 + Penalty 2804.513106 = -376380.219517
  nChanged 10
		SP:Iteration 24Q (113257.660000 sec): 3 clusters
  Score: Raw -379186.694951 + Penalty 2804.513106 = -376382.181845
  nChanged 10
		SP:Iteration 25Q (113257.830000 sec): 3 clusters
  Score: Raw -379188.734862 + Penalty 2804.513106 = -376384.221756
  nChanged 10
		SP:Iteration 26Q (113258.000000 sec): 3 clusters
  Score: Raw -379192.083432 + Penalty 2804.513106 = -376387.570326
  nChanged 17
		SP:Iteration 27Q (113258.170000 sec): 3 clusters
  Score: Raw -379195.365713 + Penalty 2804.513106 = -376390.852607
  nChanged 12
		SP:Iteration 28Q (113258.390000 sec): 3 clusters
  Score: Raw -379197.051900 + Penalty 2804.513106 = -376392.538794
  nChanged 5
		SP:Iteration 29Q (113258.560000 sec): 3 clusters
  Score: Raw -379197.903810 + Penalty 2804.513106 = -376393.390704
  nChanged 5
		SP:Iteration 30Q (113258.700000 sec): 3 clusters
  Score: Raw -379198.686668 + Penalty 2804.513106 = -376394.173562
  nChanged 8
		SP:Iteration 31Q (113258.840000 sec): 3 clusters
  Score: Raw -379200.402448 + Penalty 2804.513106 = -376395.889343
  nChanged 8
		SP:Iteration 32Q (113258.940000 sec): 3 clusters
  Score: Raw -379201.632955 + Penalty 2804.513106 = -376397.119849
  nChanged 12
		SP:Iteration 33Q (113259.030000 sec): 3 clusters
  Score: Raw -379204.356481 + Penalty 2804.513106 = -376399.843375
  nChanged 9
		SP:Iteration 34Q (113259.220000 sec): 3 clusters
  Score: Raw -379205.813761 + Penalty 2804.513106 = -376401.300655
  nChanged 11
		SP:Iteration 35Q (113259.430000 sec): 3 clusters
  Score: Raw -379206.852424 + Penalty 2804.513106 = -376402.339318
  nChanged 5
		SP:Iteration 36Q (113259.600000 sec): 3 clusters
  Score: Raw -379207.396070 + Penalty 2804.513106 = -376402.882965
  nChanged 7
		SP:Iteration 37Q (113259.750000 sec): 3 clusters
  Score: Raw -379208.665000 + Penalty 2804.513106 = -376404.151894
  nChanged 10
		SP:Iteration 38Q (113259.940000 sec): 3 clusters
  Score: Raw -379210.935723 + Penalty 2804.513106 = -376406.422617
  nChanged 8
		SP:Iteration 39Q (113260.130000 sec): 3 clusters
  Score: Raw -379212.135518 + Penalty 2804.513106 = -376407.622412
  nChanged 6
		SP:Iteration 40F (113260.300000 sec): 3 clusters
  Score: Raw -379213.336953 + Penalty 2804.513106 = -376408.823847
  nChanged 7
		SP:Iteration 41Q (113260.480000 sec): 3 clusters
  Score: Raw -379214.611059 + Penalty 2804.513106 = -376410.097953
  nChanged 7
		SP:Iteration 42Q (113260.650000 sec): 3 clusters
  Score: Raw -379216.653761 + Penalty 2804.513106 = -376412.140656
  nChanged 15
		SP:Iteration 43Q (113260.820000 sec): 3 clusters
  Score: Raw -379219.787086 + Penalty 2804.513106 = -376415.273980
  nChanged 9
		SP:Iteration 44Q (113260.990000 sec): 3 clusters
  Score: Raw -379221.561649 + Penalty 2804.513106 = -376417.048543
  nChanged 7
		SP:Iteration 45Q (113261.160000 sec): 3 clusters
  Score: Raw -379222.531315 + Penalty 2804.513106 = -376418.018209
  nChanged 5
		SP:Iteration 46Q (113261.330000 sec): 3 clusters
  Score: Raw -379223.399559 + Penalty 2804.513106 = -376418.886453
  nChanged 5
		SP:Iteration 47Q (113261.500000 sec): 3 clusters
  Score: Raw -379224.529003 + Penalty 2804.513106 = -376420.015897
  nChanged 8
		SP:Iteration 48Q (113261.720000 sec): 3 clusters
  Score: Raw -379225.758160 + Penalty 2804.513106 = -376421.245054
  nChanged 12
		SP:Iteration 49Q (113261.900000 sec): 3 clusters
  Score: Raw -379228.548286 + Penalty 2804.513106 = -376424.035180
  nChanged 17
		SP:Iteration 50Q (113262.070000 sec): 3 clusters
  Score: Raw -379231.805129 + Penalty 2804.513106 = -376427.292024
  nChanged 16
		SP:Iteration 51Q (113262.220000 sec): 3 clusters
  Score: Raw -379234.979526 + Penalty 2804.513106 = -376430.466421
  nChanged 10
		SP:Iteration 52Q (113262.400000 sec): 3 clusters
  Score: Raw -379236.439216 + Penalty 2804.513106 = -376431.926110
  nChanged 4
		SP:Iteration 53Q (113262.560000 sec): 3 clusters
  Score: Raw -379237.063209 + Penalty 2804.513106 = -376432.550103
  nChanged 8
		SP:Iteration 54Q (113262.740000 sec): 3 clusters
  Score: Raw -379238.754101 + Penalty 2804.513106 = -376434.240995
  nChanged 9
		SP:Iteration 55Q (113262.900000 sec): 3 clusters
  Score: Raw -379240.597751 + Penalty 2804.513106 = -376436.084645
  nChanged 10
		SP:Iteration 56Q (113263.080000 sec): 3 clusters
  Score: Raw -379242.199578 + Penalty 2804.513106 = -376437.686473
  nChanged 14
		SP:Iteration 57Q (113263.250000 sec): 3 clusters
  Score: Raw -379244.895939 + Penalty 2804.513106 = -376440.382833
  nChanged 3
		SP:Iteration 58Q (113263.420000 sec): 3 clusters
  Score: Raw -379245.487658 + Penalty 2804.513106 = -376440.974552
  nChanged 4
		SP:Iteration 59Q (113263.590000 sec): 3 clusters
  Score: Raw -379245.991477 + Penalty 2804.513106 = -376441.478371
  nChanged 3
		SP:Iteration 60F (113263.760000 sec): 3 clusters
  Score: Raw -379246.496177 + Penalty 2804.513106 = -376441.983072
  nChanged 3
		SP:Iteration 61Q (113263.930000 sec): 3 clusters
  Score: Raw -379246.893176 + Penalty 2804.513106 = -376442.380070
  nChanged 1
		SP:Iteration 62Q (113264.070000 sec): 3 clusters
  Score: Raw -379247.091724 + Penalty 2804.513106 = -376442.578618
  nChanged 3
		SP:Iteration 63Q (113264.280000 sec): 3 clusters
  Score: Raw -379247.458753 + Penalty 2804.513106 = -376442.945647
  nChanged 3
		SP:Iteration 64Q (113264.450000 sec): 3 clusters
  Score: Raw -379248.293667 + Penalty 2804.513106 = -376443.780561
  nChanged 4
		SP:Iteration 65Q (113264.630000 sec): 3 clusters
  Score: Raw -379249.290212 + Penalty 2804.513106 = -376444.777107
  nChanged 5
		SP:Iteration 66Q (113264.770000 sec): 3 clusters
  Score: Raw -379249.898787 + Penalty 2804.513106 = -376445.385681
  nChanged 2
		SP:Iteration 67Q (113264.940000 sec): 3 clusters
  Score: Raw -379250.142843 + Penalty 2804.513106 = -376445.629737
  nChanged 0
		SP:Iteration 68F (113265.120000 sec): 3 clusters
  Score: Raw -379250.142843 + Penalty 2804.513106 = -376445.629737
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (8207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113265.230000 sec): 2 clusters
  Score: Raw -709652.049692 + Penalty 1464.570693 = -708187.478998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113265.450000 sec): 3 clusters
  Score: Raw -705081.884294 + Penalty 2929.141386 = -702152.742907
  nChanged 3486
		SP:Iteration 1F (113265.640000 sec): 3 clusters
  Score: Raw -707175.240527 + Penalty 2929.141386 = -704246.099141
  nChanged 765
		SP:Iteration 2F (113265.840000 sec): 3 clusters
  Score: Raw -707798.432124 + Penalty 2929.141386 = -704869.290737
  nChanged 734
		SP:Iteration 3F (113266.030000 sec): 3 clusters
  Score: Raw -708476.830776 + Penalty 2929.141386 = -705547.689390
  nChanged 688
		SP:Iteration 4F (113266.230000 sec): 3 clusters
  Score: Raw -709063.832084 + Penalty 2929.141386 = -706134.690697
  nChanged 533
		SP:Iteration 5F (113266.430000 sec): 3 clusters
  Score: Raw -709421.685134 + Penalty 2929.141386 = -706492.543748
  nChanged 368
		SP:Iteration 6Q (113266.630000 sec): 3 clusters
  Score: Raw -709642.103919 + Penalty 2929.141386 = -706712.962532
  nChanged 300
		SP:Iteration 7Q (113266.820000 sec): 3 clusters
  Score: Raw -709821.147876 + Penalty 2929.141386 = -706892.006490
  nChanged 226
		SP:Iteration 8Q (113267.020000 sec): 3 clusters
  Score: Raw -709967.911641 + Penalty 2929.141386 = -707038.770254
  nChanged 246
		SP:Iteration 9Q (113267.220000 sec): 3 clusters
  Score: Raw -710115.879079 + Penalty 2929.141386 = -707186.737693
  nChanged 229
		SP:Iteration 10Q (113267.410000 sec): 3 clusters
  Score: Raw -710258.247118 + Penalty 2929.141386 = -707329.105731
  nChanged 240
		SP:Iteration 11Q (113267.610000 sec): 3 clusters
  Score: Raw -710397.483226 + Penalty 2929.141386 = -707468.341839
  nChanged 207
		SP:Iteration 12Q (113267.810000 sec): 3 clusters
  Score: Raw -710509.832103 + Penalty 2929.141386 = -707580.690717
  nChanged 188
		SP:Iteration 13Q (113268.000000 sec): 3 clusters
  Score: Raw -710598.957337 + Penalty 2929.141386 = -707669.815950
  nChanged 148
		SP:Iteration 14Q (113268.250000 sec): 3 clusters
  Score: Raw -710666.731182 + Penalty 2929.141386 = -707737.589796
  nChanged 134
		SP:Iteration 15Q (113268.440000 sec): 3 clusters
  Score: Raw -710726.564880 + Penalty 2929.141386 = -707797.423494
  nChanged 136
		SP:Iteration 16Q (113268.640000 sec): 3 clusters
  Score: Raw -710782.876770 + Penalty 2929.141386 = -707853.735383
  nChanged 114
		SP:Iteration 17Q (113268.880000 sec): 3 clusters
  Score: Raw -710830.345572 + Penalty 2929.141386 = -707901.204186
  nChanged 106
		SP:Iteration 18Q (113269.010000 sec): 3 clusters
  Score: Raw -710873.840119 + Penalty 2929.141386 = -707944.698733
  nChanged 104
		SP:Iteration 19Q (113269.140000 sec): 3 clusters
  Score: Raw -710919.026885 + Penalty 2929.141386 = -707989.885499
  nChanged 100
		SP:Iteration 20F (113269.360000 sec): 3 clusters
  Score: Raw -710955.239803 + Penalty 2929.141386 = -708026.098417
  nChanged 75
		SP:Iteration 21Q (113269.550000 sec): 3 clusters
  Score: Raw -710979.651936 + Penalty 2929.141386 = -708050.510550
  nChanged 60
		SP:Iteration 22Q (113269.750000 sec): 3 clusters
  Score: Raw -711005.212880 + Penalty 2929.141386 = -708076.071494
  nChanged 62
		SP:Iteration 23Q (113269.950000 sec): 3 clusters
  Score: Raw -711033.670972 + Penalty 2929.141386 = -708104.529585
  nChanged 54
		SP:Iteration 24Q (113270.150000 sec): 3 clusters
  Score: Raw -711059.463312 + Penalty 2929.141386 = -708130.321926
  nChanged 56
		SP:Iteration 25Q (113270.390000 sec): 3 clusters
  Score: Raw -711082.545095 + Penalty 2929.141386 = -708153.403708
  nChanged 46
		SP:Iteration 26Q (113270.590000 sec): 3 clusters
  Score: Raw -711100.874196 + Penalty 2929.141386 = -708171.732809
  nChanged 40
		SP:Iteration 27Q (113270.780000 sec): 3 clusters
  Score: Raw -711115.355892 + Penalty 2929.141386 = -708186.214505
  nChanged 34
		SP:Iteration 28Q (113270.980000 sec): 3 clusters
  Score: Raw -711126.914491 + Penalty 2929.141386 = -708197.773105
  nChanged 31
		SP:Iteration 29Q (113271.180000 sec): 3 clusters
  Score: Raw -711136.386322 + Penalty 2929.141386 = -708207.244936
  nChanged 23
		SP:Iteration 30Q (113271.370000 sec): 3 clusters
  Score: Raw -711143.471958 + Penalty 2929.141386 = -708214.330572
  nChanged 20
		SP:Iteration 31Q (113271.570000 sec): 3 clusters
  Score: Raw -711150.377747 + Penalty 2929.141386 = -708221.236361
  nChanged 23
		SP:Iteration 32Q (113271.770000 sec): 3 clusters
  Score: Raw -711159.477341 + Penalty 2929.141386 = -708230.335955
  nChanged 25
		SP:Iteration 33Q (113271.970000 sec): 3 clusters
  Score: Raw -711168.909860 + Penalty 2929.141386 = -708239.768474
  nChanged 19
		SP:Iteration 34Q (113272.250000 sec): 3 clusters
  Score: Raw -711175.276440 + Penalty 2929.141386 = -708246.135053
  nChanged 21
		SP:Iteration 35Q (113272.490000 sec): 3 clusters
  Score: Raw -711180.955780 + Penalty 2929.141386 = -708251.814393
  nChanged 16
		SP:Iteration 36Q (113272.650000 sec): 3 clusters
  Score: Raw -711186.200760 + Penalty 2929.141386 = -708257.059374
  nChanged 16
		SP:Iteration 37Q (113272.850000 sec): 3 clusters
  Score: Raw -711192.038870 + Penalty 2929.141386 = -708262.897483
  nChanged 18
		SP:Iteration 38Q (113273.040000 sec): 3 clusters
  Score: Raw -711197.578006 + Penalty 2929.141386 = -708268.436620
  nChanged 13
		SP:Iteration 39Q (113273.240000 sec): 3 clusters
  Score: Raw -711201.633579 + Penalty 2929.141386 = -708272.492192
  nChanged 11
		SP:Iteration 40F (113273.430000 sec): 3 clusters
  Score: Raw -711205.250109 + Penalty 2929.141386 = -708276.108722
  nChanged 12
		SP:Iteration 41Q (113273.630000 sec): 3 clusters
  Score: Raw -711208.334951 + Penalty 2929.141386 = -708279.193564
  nChanged 8
		SP:Iteration 42Q (113273.820000 sec): 3 clusters
  Score: Raw -711211.252629 + Penalty 2929.141386 = -708282.111243
  nChanged 13
		SP:Iteration 43Q (113274.020000 sec): 3 clusters
  Score: Raw -711217.851333 + Penalty 2929.141386 = -708288.709946
  nChanged 13
		SP:Iteration 44Q (113274.210000 sec): 3 clusters
  Score: Raw -711223.458244 + Penalty 2929.141386 = -708294.316857
  nChanged 13
		SP:Iteration 45Q (113274.410000 sec): 3 clusters
  Score: Raw -711229.101219 + Penalty 2929.141386 = -708299.959833
  nChanged 23
		SP:Iteration 46Q (113274.600000 sec): 3 clusters
  Score: Raw -711242.132459 + Penalty 2929.141386 = -708312.991073
  nChanged 27
		SP:Iteration 47Q (113274.890000 sec): 3 clusters
  Score: Raw -711268.614349 + Penalty 2929.141386 = -708339.472963
  nChanged 34
		SP:Iteration 48Q (113275.040000 sec): 3 clusters
  Score: Raw -711296.013452 + Penalty 2929.141386 = -708366.872065
  nChanged 37
		SP:Iteration 49Q (113275.230000 sec): 3 clusters
  Score: Raw -711326.389600 + Penalty 2929.141386 = -708397.248214
  nChanged 42
		SP:Iteration 50Q (113275.430000 sec): 3 clusters
  Score: Raw -711352.830402 + Penalty 2929.141386 = -708423.689015
  nChanged 35
		SP:Iteration 51Q (113275.630000 sec): 3 clusters
  Score: Raw -711367.802645 + Penalty 2929.141386 = -708438.661259
  nChanged 26
		SP:Iteration 52Q (113275.820000 sec): 3 clusters
  Score: Raw -711375.399089 + Penalty 2929.141386 = -708446.257702
  nChanged 8
		SP:Iteration 53Q (113276.020000 sec): 3 clusters
  Score: Raw -711377.655800 + Penalty 2929.141386 = -708448.514414
  nChanged 8
		SP:Iteration 54Q (113276.260000 sec): 3 clusters
  Score: Raw -711379.772481 + Penalty 2929.141386 = -708450.631094
  nChanged 7
		SP:Iteration 55Q (113276.410000 sec): 3 clusters
  Score: Raw -711381.495698 + Penalty 2929.141386 = -708452.354311
  nChanged 3
		SP:Iteration 56Q (113276.610000 sec): 3 clusters
  Score: Raw -711382.232522 + Penalty 2929.141386 = -708453.091135
  nChanged 5
		SP:Iteration 57Q (113276.800000 sec): 3 clusters
  Score: Raw -711383.797109 + Penalty 2929.141386 = -708454.655723
  nChanged 5
		SP:Iteration 58Q (113277.000000 sec): 3 clusters
  Score: Raw -711385.014162 + Penalty 2929.141386 = -708455.872775
  nChanged 2
		SP:Iteration 59Q (113277.200000 sec): 3 clusters
  Score: Raw -711385.671601 + Penalty 2929.141386 = -708456.530214
  nChanged 1
		SP:Iteration 60F (113277.390000 sec): 3 clusters
  Score: Raw -711386.012843 + Penalty 2929.141386 = -708456.871457
  nChanged 3
		SP:Iteration 61Q (113277.590000 sec): 3 clusters
  Score: Raw -711386.606126 + Penalty 2929.141386 = -708457.464740
  nChanged 2
		SP:Iteration 62Q (113277.790000 sec): 3 clusters
  Score: Raw -711386.990118 + Penalty 2929.141386 = -708457.848731
  nChanged 2
		SP:Iteration 63Q (113277.990000 sec): 3 clusters
  Score: Raw -711387.570894 + Penalty 2929.141386 = -708458.429508
  nChanged 3
		SP:Iteration 64Q (113278.190000 sec): 3 clusters
  Score: Raw -711388.537043 + Penalty 2929.141386 = -708459.395657
  nChanged 4
		SP:Iteration 65Q (113278.380000 sec): 3 clusters
  Score: Raw -711389.570278 + Penalty 2929.141386 = -708460.428892
  nChanged 3
		SP:Iteration 66Q (113278.580000 sec): 3 clusters
  Score: Raw -711390.226222 + Penalty 2929.141386 = -708461.084835
  nChanged 2
		SP:Iteration 67Q (113278.710000 sec): 3 clusters
  Score: Raw -711390.689850 + Penalty 2929.141386 = -708461.548464
  nChanged 2
		SP:Iteration 68Q (113278.830000 sec): 3 clusters
  Score: Raw -711391.214105 + Penalty 2929.141386 = -708462.072719
  nChanged 2
		SP:Iteration 69Q (113278.950000 sec): 3 clusters
  Score: Raw -711391.670814 + Penalty 2929.141386 = -708462.529427
  nChanged 0
		SP:Iteration 70F (113279.260000 sec): 3 clusters
  Score: Raw -711391.670814 + Penalty 2929.141386 = -708462.529427
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 100.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (8021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113279.360000 sec): 2 clusters
  Score: Raw -748373.874537 + Penalty 1460.845487 = -746913.029050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113279.560000 sec): 3 clusters
  Score: Raw -743971.806429 + Penalty 2921.690974 = -741050.115455
  nChanged 3432
		SP:Iteration 1F (113279.760000 sec): 3 clusters
  Score: Raw -746125.507508 + Penalty 2921.690974 = -743203.816534
  nChanged 665
		SP:Iteration 2F (113279.960000 sec): 3 clusters
  Score: Raw -746774.930452 + Penalty 2921.690974 = -743853.239478
  nChanged 722
		SP:Iteration 3F (113280.160000 sec): 3 clusters
  Score: Raw -747640.639255 + Penalty 2921.690974 = -744718.948281
  nChanged 743
		SP:Iteration 4F (113280.350000 sec): 3 clusters
  Score: Raw -748457.410430 + Penalty 2921.690974 = -745535.719456
  nChanged 611
		SP:Iteration 5F (113280.550000 sec): 3 clusters
  Score: Raw -749038.831000 + Penalty 2921.690974 = -746117.140026
  nChanged 498
		SP:Iteration 6F (113280.750000 sec): 3 clusters
  Score: Raw -749597.885381 + Penalty 2921.690974 = -746676.194407
  nChanged 395
		SP:Iteration 7Q (113280.940000 sec): 3 clusters
  Score: Raw -750073.679570 + Penalty 2921.690974 = -747151.988596
  nChanged 365
		SP:Iteration 8Q (113281.140000 sec): 3 clusters
  Score: Raw -750503.266301 + Penalty 2921.690974 = -747581.575327
  nChanged 302
		SP:Iteration 9Q (113281.340000 sec): 3 clusters
  Score: Raw -750821.212173 + Penalty 2921.690974 = -747899.521200
  nChanged 232
		SP:Iteration 10Q (113281.540000 sec): 3 clusters
  Score: Raw -751011.232174 + Penalty 2921.690974 = -748089.541200
  nChanged 186
		SP:Iteration 11Q (113281.740000 sec): 3 clusters
  Score: Raw -751164.549965 + Penalty 2921.690974 = -748242.858991
  nChanged 180
		SP:Iteration 12Q (113281.860000 sec): 3 clusters
  Score: Raw -751331.379195 + Penalty 2921.690974 = -748409.688221
  nChanged 176
		SP:Iteration 13Q (113282.050000 sec): 3 clusters
  Score: Raw -751498.501866 + Penalty 2921.690974 = -748576.810892
  nChanged 148
		SP:Iteration 14Q (113282.250000 sec): 3 clusters
  Score: Raw -751600.501810 + Penalty 2921.690974 = -748678.810836
  nChanged 124
		SP:Iteration 15Q (113282.450000 sec): 3 clusters
  Score: Raw -751675.677892 + Penalty 2921.690974 = -748753.986919
  nChanged 94
		SP:Iteration 16Q (113282.650000 sec): 3 clusters
  Score: Raw -751731.364848 + Penalty 2921.690974 = -748809.673874
  nChanged 83
		SP:Iteration 17Q (113282.850000 sec): 3 clusters
  Score: Raw -751769.981064 + Penalty 2921.690974 = -748848.290091
  nChanged 60
		SP:Iteration 18Q (113283.050000 sec): 3 clusters
  Score: Raw -751800.947236 + Penalty 2921.690974 = -748879.256262
  nChanged 52
		SP:Iteration 19Q (113283.240000 sec): 3 clusters
  Score: Raw -751823.745666 + Penalty 2921.690974 = -748902.054692
  nChanged 43
		SP:Iteration 20F (113283.430000 sec): 3 clusters
  Score: Raw -751843.277424 + Penalty 2921.690974 = -748921.586450
  nChanged 41
		SP:Iteration 21Q (113283.670000 sec): 3 clusters
  Score: Raw -751859.174023 + Penalty 2921.690974 = -748937.483049
  nChanged 31
		SP:Iteration 22Q (113283.870000 sec): 3 clusters
  Score: Raw -751868.993593 + Penalty 2921.690974 = -748947.302619
  nChanged 25
		SP:Iteration 23Q (113284.070000 sec): 3 clusters
  Score: Raw -751875.614277 + Penalty 2921.690974 = -748953.923303
  nChanged 16
		SP:Iteration 24Q (113284.270000 sec): 3 clusters
  Score: Raw -751879.406083 + Penalty 2921.690974 = -748957.715109
  nChanged 11
		SP:Iteration 25Q (113284.460000 sec): 3 clusters
  Score: Raw -751882.631646 + Penalty 2921.690974 = -748960.940672
  nChanged 8
		SP:Iteration 26Q (113284.660000 sec): 3 clusters
  Score: Raw -751884.347775 + Penalty 2921.690974 = -748962.656801
  nChanged 4
		SP:Iteration 27Q (113284.860000 sec): 3 clusters
  Score: Raw -751885.339094 + Penalty 2921.690974 = -748963.648120
  nChanged 4
		SP:Iteration 28Q (113285.060000 sec): 3 clusters
  Score: Raw -751886.451184 + Penalty 2921.690974 = -748964.760210
  nChanged 6
		SP:Iteration 29Q (113285.250000 sec): 3 clusters
  Score: Raw -751888.023595 + Penalty 2921.690974 = -748966.332621
  nChanged 3
		SP:Iteration 30Q (113285.450000 sec): 3 clusters
  Score: Raw -751888.548015 + Penalty 2921.690974 = -748966.857041
  nChanged 4
		SP:Iteration 31Q (113285.650000 sec): 3 clusters
  Score: Raw -751889.420341 + Penalty 2921.690974 = -748967.729367
  nChanged 3
		SP:Iteration 32Q (113285.840000 sec): 3 clusters
  Score: Raw -751890.011729 + Penalty 2921.690974 = -748968.320755
  nChanged 3
		SP:Iteration 33Q (113286.030000 sec): 3 clusters
  Score: Raw -751890.540260 + Penalty 2921.690974 = -748968.849287
  nChanged 2
		SP:Iteration 34Q (113286.230000 sec): 3 clusters
  Score: Raw -751890.845862 + Penalty 2921.690974 = -748969.154888
  nChanged 0
		SP:Iteration 35F (113286.430000 sec): 3 clusters
  Score: Raw -751890.845862 + Penalty 2921.690974 = -748969.154888
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (2394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113286.510000 sec): 2 clusters
  Score: Raw -189363.118750 + Penalty 1264.367144 = -188098.751606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113286.680000 sec): 3 clusters
  Score: Raw -188369.582816 + Penalty 2528.734288 = -185840.848528
  nChanged 870
		SP:Iteration 1F (113286.860000 sec): 3 clusters
  Score: Raw -189183.002381 + Penalty 2528.734288 = -186654.268093
  nChanged 253
		SP:Iteration 2F (113287.040000 sec): 3 clusters
  Score: Raw -189516.328540 + Penalty 2528.734288 = -186987.594252
  nChanged 197
		SP:Iteration 3F (113287.210000 sec): 3 clusters
  Score: Raw -189806.015256 + Penalty 2528.734288 = -187277.280968
  nChanged 153
		SP:Iteration 4F (113287.380000 sec): 3 clusters
  Score: Raw -190033.938379 + Penalty 2528.734288 = -187505.204091
  nChanged 111
		SP:Iteration 5Q (113287.560000 sec): 3 clusters
  Score: Raw -190191.245446 + Penalty 2528.734288 = -187662.511158
  nChanged 79
		SP:Iteration 6Q (113287.740000 sec): 3 clusters
  Score: Raw -190272.056774 + Penalty 2528.734288 = -187743.322486
  nChanged 59
		SP:Iteration 7Q (113287.910000 sec): 3 clusters
  Score: Raw -190335.285150 + Penalty 2528.734288 = -187806.550862
  nChanged 54
		SP:Iteration 8Q (113288.090000 sec): 3 clusters
  Score: Raw -190417.600104 + Penalty 2528.734288 = -187888.865816
  nChanged 66
		SP:Iteration 9Q (113288.260000 sec): 3 clusters
  Score: Raw -190493.034229 + Penalty 2528.734288 = -187964.299941
  nChanged 63
		SP:Iteration 10Q (113288.440000 sec): 3 clusters
  Score: Raw -190580.249586 + Penalty 2528.734288 = -188051.515298
  nChanged 72
		SP:Iteration 11Q (113288.620000 sec): 3 clusters
  Score: Raw -190680.919655 + Penalty 2528.734288 = -188152.185367
  nChanged 77
		SP:Iteration 12Q (113288.790000 sec): 3 clusters
  Score: Raw -190771.228491 + Penalty 2528.734288 = -188242.494203
  nChanged 67
		SP:Iteration 13Q (113288.970000 sec): 3 clusters
  Score: Raw -190866.013661 + Penalty 2528.734288 = -188337.279373
  nChanged 69
		SP:Iteration 14Q (113289.140000 sec): 3 clusters
  Score: Raw -190960.666960 + Penalty 2528.734288 = -188431.932672
  nChanged 48
		SP:Iteration 15Q (113289.320000 sec): 3 clusters
  Score: Raw -191015.843338 + Penalty 2528.734288 = -188487.109050
  nChanged 43
		SP:Iteration 16Q (113289.500000 sec): 3 clusters
  Score: Raw -191078.717013 + Penalty 2528.734288 = -188549.982725
  nChanged 32
		SP:Iteration 17Q (113289.670000 sec): 3 clusters
  Score: Raw -191110.193321 + Penalty 2528.734288 = -188581.459033
  nChanged 26
		SP:Iteration 18Q (113289.850000 sec): 3 clusters
  Score: Raw -191133.255383 + Penalty 2528.734288 = -188604.521095
  nChanged 20
		SP:Iteration 19Q (113290.020000 sec): 3 clusters
  Score: Raw -191154.987000 + Penalty 2528.734288 = -188626.252712
  nChanged 18
		SP:Iteration 20F (113290.200000 sec): 3 clusters
  Score: Raw -191172.255130 + Penalty 2528.734288 = -188643.520842
  nChanged 13
		SP:Iteration 21Q (113290.380000 sec): 3 clusters
  Score: Raw -191181.120096 + Penalty 2528.734288 = -188652.385808
  nChanged 9
		SP:Iteration 22Q (113290.550000 sec): 3 clusters
  Score: Raw -191186.796024 + Penalty 2528.734288 = -188658.061736
  nChanged 7
		SP:Iteration 23Q (113290.730000 sec): 3 clusters
  Score: Raw -191193.307484 + Penalty 2528.734288 = -188664.573196
  nChanged 9
		SP:Iteration 24Q (113290.900000 sec): 3 clusters
  Score: Raw -191200.611580 + Penalty 2528.734288 = -188671.877292
  nChanged 4
		SP:Iteration 25Q (113291.080000 sec): 3 clusters
  Score: Raw -191203.016510 + Penalty 2528.734288 = -188674.282222
  nChanged 3
		SP:Iteration 26Q (113291.260000 sec): 3 clusters
  Score: Raw -191204.980882 + Penalty 2528.734288 = -188676.246594
  nChanged 2
		SP:Iteration 27Q (113291.430000 sec): 3 clusters
  Score: Raw -191205.604037 + Penalty 2528.734288 = -188676.869749
  nChanged 1
		SP:Iteration 28Q (113291.610000 sec): 3 clusters
  Score: Raw -191205.982506 + Penalty 2528.734288 = -188677.248218
  nChanged 1
		SP:Iteration 29Q (113291.780000 sec): 3 clusters
  Score: Raw -191206.721879 + Penalty 2528.734288 = -188677.987591
  nChanged 1
		SP:Iteration 30Q (113291.960000 sec): 3 clusters
  Score: Raw -191208.170562 + Penalty 2528.734288 = -188679.436274
  nChanged 1
		SP:Iteration 31Q (113292.130000 sec): 3 clusters
  Score: Raw -191208.899721 + Penalty 2528.734288 = -188680.165433
  nChanged 0
		SP:Iteration 32F (113292.310000 sec): 3 clusters
  Score: Raw -191208.899721 + Penalty 2528.734288 = -188680.165433
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 102.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (9563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113292.520000 sec): 2 clusters
  Score: Raw -891728.336191 + Penalty 1489.419224 = -890238.916967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113292.720000 sec): 3 clusters
  Score: Raw -886405.770043 + Penalty 2978.838448 = -883426.931595
  nChanged 4167
		SP:Iteration 1F (113292.930000 sec): 3 clusters
  Score: Raw -889099.071420 + Penalty 2978.838448 = -886120.232971
  nChanged 901
		SP:Iteration 2F (113293.110000 sec): 3 clusters
  Score: Raw -889976.330351 + Penalty 2978.838448 = -886997.491903
  nChanged 879
		SP:Iteration 3F (113293.290000 sec): 3 clusters
  Score: Raw -890865.016228 + Penalty 2978.838448 = -887886.177779
  nChanged 828
		SP:Iteration 4F (113293.480000 sec): 3 clusters
  Score: Raw -891573.178584 + Penalty 2978.838448 = -888594.340136
  nChanged 666
		SP:Iteration 5F (113293.670000 sec): 3 clusters
  Score: Raw -891992.859082 + Penalty 2978.838448 = -889014.020633
  nChanged 413
		SP:Iteration 6Q (113293.850000 sec): 3 clusters
  Score: Raw -892203.154715 + Penalty 2978.838448 = -889224.316266
  nChanged 310
		SP:Iteration 7Q (113294.090000 sec): 3 clusters
  Score: Raw -892345.409477 + Penalty 2978.838448 = -889366.571029
  nChanged 237
		SP:Iteration 8Q (113294.270000 sec): 3 clusters
  Score: Raw -892444.459784 + Penalty 2978.838448 = -889465.621335
  nChanged 189
		SP:Iteration 9Q (113294.450000 sec): 3 clusters
  Score: Raw -892515.823100 + Penalty 2978.838448 = -889536.984651
  nChanged 160
		SP:Iteration 10Q (113294.640000 sec): 3 clusters
  Score: Raw -892572.589255 + Penalty 2978.838448 = -889593.750807
  nChanged 132
		SP:Iteration 11Q (113294.870000 sec): 3 clusters
  Score: Raw -892625.232987 + Penalty 2978.838448 = -889646.394538
  nChanged 122
		SP:Iteration 12Q (113295.050000 sec): 3 clusters
  Score: Raw -892661.607782 + Penalty 2978.838448 = -889682.769333
  nChanged 93
		SP:Iteration 13Q (113295.230000 sec): 3 clusters
  Score: Raw -892689.936580 + Penalty 2978.838448 = -889711.098132
  nChanged 84
		SP:Iteration 14Q (113295.470000 sec): 3 clusters
  Score: Raw -892714.601176 + Penalty 2978.838448 = -889735.762728
  nChanged 87
		SP:Iteration 15Q (113295.660000 sec): 3 clusters
  Score: Raw -892740.483933 + Penalty 2978.838448 = -889761.645485
  nChanged 87
		SP:Iteration 16Q (113295.840000 sec): 3 clusters
  Score: Raw -892761.818897 + Penalty 2978.838448 = -889782.980449
  nChanged 64
		SP:Iteration 17Q (113296.030000 sec): 3 clusters
  Score: Raw -892776.881573 + Penalty 2978.838448 = -889798.043124
  nChanged 58
		SP:Iteration 18Q (113296.210000 sec): 3 clusters
  Score: Raw -892788.188719 + Penalty 2978.838448 = -889809.350271
  nChanged 52
		SP:Iteration 19Q (113296.400000 sec): 3 clusters
  Score: Raw -892797.738989 + Penalty 2978.838448 = -889818.900541
  nChanged 50
		SP:Iteration 20F (113296.590000 sec): 3 clusters
  Score: Raw -892810.207112 + Penalty 2978.838448 = -889831.368663
  nChanged 49
		SP:Iteration 21Q (113296.820000 sec): 3 clusters
  Score: Raw -892822.455645 + Penalty 2978.838448 = -889843.617197
  nChanged 57
		SP:Iteration 22Q (113297.000000 sec): 3 clusters
  Score: Raw -892832.997821 + Penalty 2978.838448 = -889854.159372
  nChanged 42
		SP:Iteration 23Q (113297.190000 sec): 3 clusters
  Score: Raw -892844.040073 + Penalty 2978.838448 = -889865.201625
  nChanged 46
		SP:Iteration 24Q (113297.370000 sec): 3 clusters
  Score: Raw -892856.860929 + Penalty 2978.838448 = -889878.022481
  nChanged 53
		SP:Iteration 25Q (113297.560000 sec): 3 clusters
  Score: Raw -892875.226210 + Penalty 2978.838448 = -889896.387761
  nChanged 67
		SP:Iteration 26Q (113297.750000 sec): 3 clusters
  Score: Raw -892894.777874 + Penalty 2978.838448 = -889915.939426
  nChanged 48
		SP:Iteration 27Q (113297.930000 sec): 3 clusters
  Score: Raw -892909.702598 + Penalty 2978.838448 = -889930.864150
  nChanged 44
		SP:Iteration 28Q (113298.170000 sec): 3 clusters
  Score: Raw -892922.222916 + Penalty 2978.838448 = -889943.384467
  nChanged 45
		SP:Iteration 29Q (113298.350000 sec): 3 clusters
  Score: Raw -892934.842486 + Penalty 2978.838448 = -889956.004037
  nChanged 51
		SP:Iteration 30Q (113298.530000 sec): 3 clusters
  Score: Raw -892947.401505 + Penalty 2978.838448 = -889968.563057
  nChanged 37
		SP:Iteration 31Q (113298.720000 sec): 3 clusters
  Score: Raw -892955.691425 + Penalty 2978.838448 = -889976.852977
  nChanged 35
		SP:Iteration 32Q (113298.910000 sec): 3 clusters
  Score: Raw -892963.505161 + Penalty 2978.838448 = -889984.666713
  nChanged 28
		SP:Iteration 33Q (113299.090000 sec): 3 clusters
  Score: Raw -892967.616366 + Penalty 2978.838448 = -889988.777918
  nChanged 26
		SP:Iteration 34Q (113299.280000 sec): 3 clusters
  Score: Raw -892972.191570 + Penalty 2978.838448 = -889993.353121
  nChanged 25
		SP:Iteration 35Q (113299.470000 sec): 3 clusters
  Score: Raw -892975.676297 + Penalty 2978.838448 = -889996.837849
  nChanged 22
		SP:Iteration 36Q (113299.650000 sec): 3 clusters
  Score: Raw -892978.040517 + Penalty 2978.838448 = -889999.202069
  nChanged 12
		SP:Iteration 37Q (113299.840000 sec): 3 clusters
  Score: Raw -892979.118466 + Penalty 2978.838448 = -890000.280018
  nChanged 9
		SP:Iteration 38Q (113300.030000 sec): 3 clusters
  Score: Raw -892979.937562 + Penalty 2978.838448 = -890001.099114
  nChanged 6
		SP:Iteration 39Q (113300.210000 sec): 3 clusters
  Score: Raw -892980.326724 + Penalty 2978.838448 = -890001.488276
  nChanged 3
		SP:Iteration 40F (113300.400000 sec): 3 clusters
  Score: Raw -892980.458489 + Penalty 2978.838448 = -890001.620040
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (3985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113300.510000 sec): 2 clusters
  Score: Raw -292240.114072 + Penalty 1347.172546 = -290892.941526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113300.690000 sec): 3 clusters
  Score: Raw -290280.389183 + Penalty 2694.345092 = -287586.044091
  nChanged 1628
		SP:Iteration 1F (113300.870000 sec): 3 clusters
  Score: Raw -291311.509920 + Penalty 2694.345092 = -288617.164828
  nChanged 350
		SP:Iteration 2F (113301.040000 sec): 3 clusters
  Score: Raw -291567.426630 + Penalty 2694.345092 = -288873.081538
  nChanged 258
		SP:Iteration 3F (113301.220000 sec): 3 clusters
  Score: Raw -291734.683626 + Penalty 2694.345092 = -289040.338534
  nChanged 198
		SP:Iteration 4Q (113301.390000 sec): 3 clusters
  Score: Raw -291885.194912 + Penalty 2694.345092 = -289190.849820
  nChanged 214
		SP:Iteration 5F (113301.570000 sec): 3 clusters
  Score: Raw -292066.929812 + Penalty 2694.345092 = -289372.584720
  nChanged 195
		SP:Iteration 6Q (113301.750000 sec): 3 clusters
  Score: Raw -292241.059448 + Penalty 2694.345092 = -289546.714356
  nChanged 187
		SP:Iteration 7Q (113301.920000 sec): 3 clusters
  Score: Raw -292420.764755 + Penalty 2694.345092 = -289726.419663
  nChanged 170
		SP:Iteration 8Q (113302.100000 sec): 3 clusters
  Score: Raw -292580.416201 + Penalty 2694.345092 = -289886.071108
  nChanged 157
		SP:Iteration 9Q (113302.270000 sec): 3 clusters
  Score: Raw -292714.352493 + Penalty 2694.345092 = -290020.007401
  nChanged 112
		SP:Iteration 10Q (113302.450000 sec): 3 clusters
  Score: Raw -292809.399309 + Penalty 2694.345092 = -290115.054216
  nChanged 115
		SP:Iteration 11Q (113302.630000 sec): 3 clusters
  Score: Raw -292902.459286 + Penalty 2694.345092 = -290208.114193
  nChanged 100
		SP:Iteration 12Q (113302.800000 sec): 3 clusters
  Score: Raw -292982.574158 + Penalty 2694.345092 = -290288.229066
  nChanged 80
		SP:Iteration 13Q (113302.980000 sec): 3 clusters
  Score: Raw -293041.794266 + Penalty 2694.345092 = -290347.449174
  nChanged 83
		SP:Iteration 14Q (113303.150000 sec): 3 clusters
  Score: Raw -293097.899867 + Penalty 2694.345092 = -290403.554774
  nChanged 76
		SP:Iteration 15Q (113303.330000 sec): 3 clusters
  Score: Raw -293156.582160 + Penalty 2694.345092 = -290462.237068
  nChanged 74
		SP:Iteration 16Q (113303.500000 sec): 3 clusters
  Score: Raw -293215.898935 + Penalty 2694.345092 = -290521.553843
  nChanged 82
		SP:Iteration 17Q (113303.680000 sec): 3 clusters
  Score: Raw -293281.258598 + Penalty 2694.345092 = -290586.913506
  nChanged 71
		SP:Iteration 18Q (113303.850000 sec): 3 clusters
  Score: Raw -293330.980225 + Penalty 2694.345092 = -290636.635133
  nChanged 53
		SP:Iteration 19Q (113304.030000 sec): 3 clusters
  Score: Raw -293368.260996 + Penalty 2694.345092 = -290673.915904
  nChanged 60
		SP:Iteration 20F (113304.210000 sec): 3 clusters
  Score: Raw -293417.113395 + Penalty 2694.345092 = -290722.768302
  nChanged 59
		SP:Iteration 21Q (113304.380000 sec): 3 clusters
  Score: Raw -293463.244166 + Penalty 2694.345092 = -290768.899074
  nChanged 53
		SP:Iteration 22Q (113304.560000 sec): 3 clusters
  Score: Raw -293507.370668 + Penalty 2694.345092 = -290813.025576
  nChanged 53
		SP:Iteration 23Q (113304.730000 sec): 3 clusters
  Score: Raw -293557.743870 + Penalty 2694.345092 = -290863.398778
  nChanged 45
		SP:Iteration 24Q (113304.910000 sec): 3 clusters
  Score: Raw -293584.552417 + Penalty 2694.345092 = -290890.207324
  nChanged 31
		SP:Iteration 25Q (113305.090000 sec): 3 clusters
  Score: Raw -293596.735697 + Penalty 2694.345092 = -290902.390605
  nChanged 18
		SP:Iteration 26Q (113305.260000 sec): 3 clusters
  Score: Raw -293607.077091 + Penalty 2694.345092 = -290912.731999
  nChanged 21
		SP:Iteration 27Q (113305.440000 sec): 3 clusters
  Score: Raw -293619.618590 + Penalty 2694.345092 = -290925.273498
  nChanged 22
		SP:Iteration 28Q (113305.610000 sec): 3 clusters
  Score: Raw -293633.207469 + Penalty 2694.345092 = -290938.862377
  nChanged 31
		SP:Iteration 29Q (113305.790000 sec): 3 clusters
  Score: Raw -293649.016501 + Penalty 2694.345092 = -290954.671408
  nChanged 29
		SP:Iteration 30Q (113305.970000 sec): 3 clusters
  Score: Raw -293660.963948 + Penalty 2694.345092 = -290966.618856
  nChanged 25
		SP:Iteration 31Q (113306.140000 sec): 3 clusters
  Score: Raw -293670.962057 + Penalty 2694.345092 = -290976.616965
  nChanged 20
		SP:Iteration 32Q (113306.320000 sec): 3 clusters
  Score: Raw -293680.489432 + Penalty 2694.345092 = -290986.144340
  nChanged 14
		SP:Iteration 33Q (113306.490000 sec): 3 clusters
  Score: Raw -293686.259259 + Penalty 2694.345092 = -290991.914167
  nChanged 13
		SP:Iteration 34Q (113306.670000 sec): 3 clusters
  Score: Raw -293690.269433 + Penalty 2694.345092 = -290995.924341
  nChanged 12
		SP:Iteration 35Q (113306.850000 sec): 3 clusters
  Score: Raw -293693.418964 + Penalty 2694.345092 = -290999.073872
  nChanged 7
		SP:Iteration 36Q (113307.020000 sec): 3 clusters
  Score: Raw -293694.980856 + Penalty 2694.345092 = -291000.635764
  nChanged 4
		SP:Iteration 37Q (113307.200000 sec): 3 clusters
  Score: Raw -293696.621544 + Penalty 2694.345092 = -291002.276452
  nChanged 7
		SP:Iteration 38Q (113307.370000 sec): 3 clusters
  Score: Raw -293699.776406 + Penalty 2694.345092 = -291005.431314
  nChanged 9
		SP:Iteration 39Q (113307.550000 sec): 3 clusters
  Score: Raw -293703.725155 + Penalty 2694.345092 = -291009.380063
  nChanged 2
		SP:Iteration 40F (113307.720000 sec): 3 clusters
  Score: Raw -293704.667442 + Penalty 2694.345092 = -291010.322350
  nChanged 4
		SP:Iteration 41Q (113307.900000 sec): 3 clusters
  Score: Raw -293706.871006 + Penalty 2694.345092 = -291012.525914
  nChanged 4
		SP:Iteration 42Q (113308.070000 sec): 3 clusters
  Score: Raw -293708.059900 + Penalty 2694.345092 = -291013.714807
  nChanged 5
		SP:Iteration 43Q (113308.250000 sec): 3 clusters
  Score: Raw -293709.686814 + Penalty 2694.345092 = -291015.341722
  nChanged 8
		SP:Iteration 44Q (113308.430000 sec): 3 clusters
  Score: Raw -293712.421288 + Penalty 2694.345092 = -291018.076196
  nChanged 9
		SP:Iteration 45Q (113308.600000 sec): 3 clusters
  Score: Raw -293718.230109 + Penalty 2694.345092 = -291023.885017
  nChanged 9
		SP:Iteration 46Q (113308.780000 sec): 3 clusters
  Score: Raw -293726.155640 + Penalty 2694.345092 = -291031.810547
  nChanged 13
		SP:Iteration 47Q (113308.950000 sec): 3 clusters
  Score: Raw -293733.639972 + Penalty 2694.345092 = -291039.294880
  nChanged 12
		SP:Iteration 48Q (113309.130000 sec): 3 clusters
  Score: Raw -293739.281258 + Penalty 2694.345092 = -291044.936166
  nChanged 10
		SP:Iteration 49Q (113309.310000 sec): 3 clusters
  Score: Raw -293742.963910 + Penalty 2694.345092 = -291048.618818
  nChanged 7
		SP:Iteration 50Q (113309.480000 sec): 3 clusters
  Score: Raw -293744.493671 + Penalty 2694.345092 = -291050.148579
  nChanged 7
		SP:Iteration 51Q (113309.660000 sec): 3 clusters
  Score: Raw -293746.350050 + Penalty 2694.345092 = -291052.004958
  nChanged 8
		SP:Iteration 52Q (113309.830000 sec): 3 clusters
  Score: Raw -293749.348899 + Penalty 2694.345092 = -291055.003806
  nChanged 8
		SP:Iteration 53Q (113310.010000 sec): 3 clusters
  Score: Raw -293752.298853 + Penalty 2694.345092 = -291057.953761
  nChanged 7
		SP:Iteration 54Q (113310.190000 sec): 3 clusters
  Score: Raw -293756.093480 + Penalty 2694.345092 = -291061.748388
  nChanged 10
		SP:Iteration 55Q (113310.360000 sec): 3 clusters
  Score: Raw -293760.570667 + Penalty 2694.345092 = -291066.225575
  nChanged 9
		SP:Iteration 56Q (113310.540000 sec): 3 clusters
  Score: Raw -293764.309574 + Penalty 2694.345092 = -291069.964482
  nChanged 7
		SP:Iteration 57Q (113310.710000 sec): 3 clusters
  Score: Raw -293768.548734 + Penalty 2694.345092 = -291074.203642
  nChanged 10
		SP:Iteration 58Q (113310.890000 sec): 3 clusters
  Score: Raw -293774.956265 + Penalty 2694.345092 = -291080.611173
  nChanged 11
		SP:Iteration 59Q (113311.070000 sec): 3 clusters
  Score: Raw -293781.540294 + Penalty 2694.345092 = -291087.195202
  nChanged 9
		SP:Iteration 60F (113311.240000 sec): 3 clusters
  Score: Raw -293784.537015 + Penalty 2694.345092 = -291090.191923
  nChanged 7
		SP:Iteration 61Q (113311.420000 sec): 3 clusters
  Score: Raw -293788.170121 + Penalty 2694.345092 = -291093.825029
  nChanged 11
		SP:Iteration 62Q (113311.590000 sec): 3 clusters
  Score: Raw -293795.225735 + Penalty 2694.345092 = -291100.880643
  nChanged 13
		SP:Iteration 63Q (113311.770000 sec): 3 clusters
  Score: Raw -293803.216751 + Penalty 2694.345092 = -291108.871658
  nChanged 15
		SP:Iteration 64Q (113311.950000 sec): 3 clusters
  Score: Raw -293809.801460 + Penalty 2694.345092 = -291115.456368
  nChanged 5
		SP:Iteration 65Q (113312.120000 sec): 3 clusters
  Score: Raw -293812.177032 + Penalty 2694.345092 = -291117.831940
  nChanged 4
		SP:Iteration 66Q (113312.300000 sec): 3 clusters
  Score: Raw -293814.720680 + Penalty 2694.345092 = -291120.375588
  nChanged 9
		SP:Iteration 67Q (113312.470000 sec): 3 clusters
  Score: Raw -293819.236675 + Penalty 2694.345092 = -291124.891583
  nChanged 13
		SP:Iteration 68Q (113312.650000 sec): 3 clusters
  Score: Raw -293826.118000 + Penalty 2694.345092 = -291131.772908
  nChanged 15
		SP:Iteration 69Q (113312.830000 sec): 3 clusters
  Score: Raw -293835.379196 + Penalty 2694.345092 = -291141.034104
  nChanged 16
		SP:Iteration 70Q (113313.000000 sec): 3 clusters
  Score: Raw -293842.531057 + Penalty 2694.345092 = -291148.185965
  nChanged 13
		SP:Iteration 71Q (113313.180000 sec): 3 clusters
  Score: Raw -293849.597001 + Penalty 2694.345092 = -291155.251909
  nChanged 14
		SP:Iteration 72Q (113313.350000 sec): 3 clusters
  Score: Raw -293858.613926 + Penalty 2694.345092 = -291164.268834
  nChanged 22
		SP:Iteration 73Q (113313.530000 sec): 3 clusters
  Score: Raw -293867.900846 + Penalty 2694.345092 = -291173.555754
  nChanged 20
		SP:Iteration 74Q (113313.700000 sec): 3 clusters
  Score: Raw -293877.037237 + Penalty 2694.345092 = -291182.692145
  nChanged 19
		SP:Iteration 75Q (113313.880000 sec): 3 clusters
  Score: Raw -293889.646512 + Penalty 2694.345092 = -291195.301420
  nChanged 25
		SP:Iteration 76Q (113314.050000 sec): 3 clusters
  Score: Raw -293912.756190 + Penalty 2694.345092 = -291218.411097
  nChanged 35
		SP:Iteration 77Q (113314.230000 sec): 3 clusters
  Score: Raw -293944.962475 + Penalty 2694.345092 = -291250.617383
  nChanged 41
		SP:Iteration 78Q (113314.410000 sec): 3 clusters
  Score: Raw -293984.684650 + Penalty 2694.345092 = -291290.339558
  nChanged 41
		SP:Iteration 79Q (113314.580000 sec): 3 clusters
  Score: Raw -294034.440871 + Penalty 2694.345092 = -291340.095779
  nChanged 44
		SP:Iteration 80F (113314.760000 sec): 3 clusters
  Score: Raw -294097.285842 + Penalty 2694.345092 = -291402.940749
  nChanged 48
		SP:Iteration 81Q (113314.930000 sec): 3 clusters
  Score: Raw -294172.354369 + Penalty 2694.345092 = -291478.009277
  nChanged 38
		SP:Iteration 82Q (113315.110000 sec): 3 clusters
  Score: Raw -294256.687293 + Penalty 2694.345092 = -291562.342201
  nChanged 43
		SP:Iteration 83Q (113315.290000 sec): 3 clusters
  Score: Raw -294330.950226 + Penalty 2694.345092 = -291636.605133
  nChanged 31
		SP:Iteration 84Q (113315.460000 sec): 3 clusters
  Score: Raw -294373.584675 + Penalty 2694.345092 = -291679.239583
  nChanged 16
		SP:Iteration 85Q (113315.640000 sec): 3 clusters
  Score: Raw -294387.926697 + Penalty 2694.345092 = -291693.581605
  nChanged 11
		SP:Iteration 86Q (113315.810000 sec): 3 clusters
  Score: Raw -294395.449539 + Penalty 2694.345092 = -291701.104447
  nChanged 8
		SP:Iteration 87Q (113315.990000 sec): 3 clusters
  Score: Raw -294400.219748 + Penalty 2694.345092 = -291705.874656
  nChanged 5
		SP:Iteration 88Q (113316.170000 sec): 3 clusters
  Score: Raw -294402.762120 + Penalty 2694.345092 = -291708.417028
  nChanged 3
		SP:Iteration 89Q (113316.340000 sec): 3 clusters
  Score: Raw -294403.832168 + Penalty 2694.345092 = -291709.487076
  nChanged 2
		SP:Iteration 90Q (113316.520000 sec): 3 clusters
  Score: Raw -294404.777473 + Penalty 2694.345092 = -291710.432381
  nChanged 2
		SP:Iteration 91Q (113316.690000 sec): 3 clusters
  Score: Raw -294405.834710 + Penalty 2694.345092 = -291711.489618
  nChanged 3
		SP:Iteration 92Q (113316.870000 sec): 3 clusters
  Score: Raw -294406.944248 + Penalty 2694.345092 = -291712.599156
  nChanged 2
		SP:Iteration 93Q (113317.050000 sec): 3 clusters
  Score: Raw -294408.736183 + Penalty 2694.345092 = -291714.391091
  nChanged 5
		SP:Iteration 94Q (113317.220000 sec): 3 clusters
  Score: Raw -294410.899535 + Penalty 2694.345092 = -291716.554442
  nChanged 2
		SP:Iteration 95Q (113317.400000 sec): 3 clusters
  Score: Raw -294412.056045 + Penalty 2694.345092 = -291717.710953
  nChanged 1
		SP:Iteration 96Q (113317.570000 sec): 3 clusters
  Score: Raw -294412.562426 + Penalty 2694.345092 = -291718.217334
  nChanged 2
		SP:Iteration 97Q (113317.750000 sec): 3 clusters
  Score: Raw -294413.286947 + Penalty 2694.345092 = -291718.941855
  nChanged 0
		SP:Iteration 98F (113317.930000 sec): 3 clusters
  Score: Raw -294413.286947 + Penalty 2694.345092 = -291718.941855
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 103.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (5584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113318.050000 sec): 2 clusters
  Score: Raw -459106.469656 + Penalty 1401.994855 = -457704.474802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113318.240000 sec): 3 clusters
  Score: Raw -456180.535463 + Penalty 2803.989709 = -453376.545754
  nChanged 2311
		SP:Iteration 1F (113318.410000 sec): 3 clusters
  Score: Raw -457682.958533 + Penalty 2803.989709 = -454878.968823
  nChanged 519
		SP:Iteration 2F (113318.590000 sec): 3 clusters
  Score: Raw -458099.162565 + Penalty 2803.989709 = -455295.172855
  nChanged 367
		SP:Iteration 3F (113318.760000 sec): 3 clusters
  Score: Raw -458348.786389 + Penalty 2803.989709 = -455544.796680
  nChanged 288
		SP:Iteration 4F (113318.930000 sec): 3 clusters
  Score: Raw -458516.099993 + Penalty 2803.989709 = -455712.110284
  nChanged 245
		SP:Iteration 5Q (113319.100000 sec): 3 clusters
  Score: Raw -458655.079333 + Penalty 2803.989709 = -455851.089623
  nChanged 207
		SP:Iteration 6Q (113319.280000 sec): 3 clusters
  Score: Raw -458788.445678 + Penalty 2803.989709 = -455984.455968
  nChanged 232
		SP:Iteration 7Q (113319.450000 sec): 3 clusters
  Score: Raw -458950.594932 + Penalty 2803.989709 = -456146.605223
  nChanged 228
		SP:Iteration 8Q (113319.620000 sec): 3 clusters
  Score: Raw -459109.367535 + Penalty 2803.989709 = -456305.377825
  nChanged 207
		SP:Iteration 9Q (113319.790000 sec): 3 clusters
  Score: Raw -459223.706023 + Penalty 2803.989709 = -456419.716314
  nChanged 168
		SP:Iteration 10Q (113319.960000 sec): 3 clusters
  Score: Raw -459308.973842 + Penalty 2803.989709 = -456504.984132
  nChanged 125
		SP:Iteration 11Q (113320.130000 sec): 3 clusters
  Score: Raw -459365.105869 + Penalty 2803.989709 = -456561.116160
  nChanged 86
		SP:Iteration 12Q (113320.300000 sec): 3 clusters
  Score: Raw -459396.954822 + Penalty 2803.989709 = -456592.965112
  nChanged 78
		SP:Iteration 13Q (113320.480000 sec): 3 clusters
  Score: Raw -459426.795830 + Penalty 2803.989709 = -456622.806120
  nChanged 59
		SP:Iteration 14Q (113320.650000 sec): 3 clusters
  Score: Raw -459450.409113 + Penalty 2803.989709 = -456646.419404
  nChanged 51
		SP:Iteration 15Q (113320.820000 sec): 3 clusters
  Score: Raw -459469.087462 + Penalty 2803.989709 = -456665.097752
  nChanged 55
		SP:Iteration 16Q (113320.990000 sec): 3 clusters
  Score: Raw -459486.015160 + Penalty 2803.989709 = -456682.025451
  nChanged 46
		SP:Iteration 17Q (113321.160000 sec): 3 clusters
  Score: Raw -459505.927920 + Penalty 2803.989709 = -456701.938211
  nChanged 55
		SP:Iteration 18Q (113321.330000 sec): 3 clusters
  Score: Raw -459526.702314 + Penalty 2803.989709 = -456722.712605
  nChanged 47
		SP:Iteration 19Q (113321.500000 sec): 3 clusters
  Score: Raw -459541.658290 + Penalty 2803.989709 = -456737.668580
  nChanged 42
		SP:Iteration 20F (113321.680000 sec): 3 clusters
  Score: Raw -459554.087734 + Penalty 2803.989709 = -456750.098024
  nChanged 32
		SP:Iteration 21Q (113321.850000 sec): 3 clusters
  Score: Raw -459563.938982 + Penalty 2803.989709 = -456759.949273
  nChanged 21
		SP:Iteration 22Q (113322.020000 sec): 3 clusters
  Score: Raw -459570.877378 + Penalty 2803.989709 = -456766.887668
  nChanged 27
		SP:Iteration 23Q (113322.160000 sec): 3 clusters
  Score: Raw -459578.448673 + Penalty 2803.989709 = -456774.458964
  nChanged 29
		SP:Iteration 24Q (113322.360000 sec): 3 clusters
  Score: Raw -459586.554074 + Penalty 2803.989709 = -456782.564365
  nChanged 28
		SP:Iteration 25Q (113322.540000 sec): 3 clusters
  Score: Raw -459596.049937 + Penalty 2803.989709 = -456792.060227
  nChanged 38
		SP:Iteration 26Q (113322.710000 sec): 3 clusters
  Score: Raw -459608.563832 + Penalty 2803.989709 = -456804.574123
  nChanged 36
		SP:Iteration 27Q (113322.880000 sec): 3 clusters
  Score: Raw -459623.027350 + Penalty 2803.989709 = -456819.037640
  nChanged 40
		SP:Iteration 28Q (113323.050000 sec): 3 clusters
  Score: Raw -459641.297801 + Penalty 2803.989709 = -456837.308091
  nChanged 37
		SP:Iteration 29Q (113323.220000 sec): 3 clusters
  Score: Raw -459651.961749 + Penalty 2803.989709 = -456847.972040
  nChanged 24
		SP:Iteration 30Q (113323.390000 sec): 3 clusters
  Score: Raw -459656.433855 + Penalty 2803.989709 = -456852.444145
  nChanged 17
		SP:Iteration 31Q (113323.560000 sec): 3 clusters
  Score: Raw -459658.968714 + Penalty 2803.989709 = -456854.979005
  nChanged 7
		SP:Iteration 32Q (113323.740000 sec): 3 clusters
  Score: Raw -459660.121652 + Penalty 2803.989709 = -456856.131943
  nChanged 4
		SP:Iteration 33Q (113323.910000 sec): 3 clusters
  Score: Raw -459660.587561 + Penalty 2803.989709 = -456856.597851
  nChanged 6
		SP:Iteration 34Q (113324.080000 sec): 3 clusters
  Score: Raw -459661.874028 + Penalty 2803.989709 = -456857.884319
  nChanged 4
		SP:Iteration 35Q (113324.250000 sec): 3 clusters
  Score: Raw -459662.510478 + Penalty 2803.989709 = -456858.520768
  nChanged 1
		SP:Iteration 36Q (113324.420000 sec): 3 clusters
  Score: Raw -459662.769353 + Penalty 2803.989709 = -456858.779643
  nChanged 0
		SP:Iteration 37F (113324.590000 sec): 3 clusters
  Score: Raw -459662.769353 + Penalty 2803.989709 = -456858.779643
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (7147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113324.720000 sec): 2 clusters
  Score: Raw -567963.307807 + Penalty 1442.097795 = -566521.210012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113324.940000 sec): 3 clusters
  Score: Raw -564140.700852 + Penalty 2884.195589 = -561256.505262
  nChanged 3049
		SP:Iteration 1F (113325.140000 sec): 3 clusters
  Score: Raw -566377.389043 + Penalty 2884.195589 = -563493.193454
  nChanged 691
		SP:Iteration 2F (113325.340000 sec): 3 clusters
  Score: Raw -566954.823997 + Penalty 2884.195589 = -564070.628407
  nChanged 540
		SP:Iteration 3F (113325.550000 sec): 3 clusters
  Score: Raw -567347.021289 + Penalty 2884.195589 = -564462.825699
  nChanged 427
		SP:Iteration 4F (113325.750000 sec): 3 clusters
  Score: Raw -567633.507393 + Penalty 2884.195589 = -564749.311804
  nChanged 349
		SP:Iteration 5Q (113325.950000 sec): 3 clusters
  Score: Raw -567828.092918 + Penalty 2884.195589 = -564943.897329
  nChanged 241
		SP:Iteration 6Q (113326.150000 sec): 3 clusters
  Score: Raw -567958.160929 + Penalty 2884.195589 = -565073.965339
  nChanged 219
		SP:Iteration 7Q (113326.360000 sec): 3 clusters
  Score: Raw -568075.596827 + Penalty 2884.195589 = -565191.401238
  nChanged 191
		SP:Iteration 8Q (113326.560000 sec): 3 clusters
  Score: Raw -568186.844022 + Penalty 2884.195589 = -565302.648433
  nChanged 183
		SP:Iteration 9Q (113326.760000 sec): 3 clusters
  Score: Raw -568310.901486 + Penalty 2884.195589 = -565426.705896
  nChanged 174
		SP:Iteration 10Q (113326.970000 sec): 3 clusters
  Score: Raw -568416.222773 + Penalty 2884.195589 = -565532.027184
  nChanged 152
		SP:Iteration 11Q (113327.170000 sec): 3 clusters
  Score: Raw -568490.994242 + Penalty 2884.195589 = -565606.798653
  nChanged 120
		SP:Iteration 12Q (113327.370000 sec): 3 clusters
  Score: Raw -568544.810211 + Penalty 2884.195589 = -565660.614622
  nChanged 99
		SP:Iteration 13Q (113327.570000 sec): 3 clusters
  Score: Raw -568591.345624 + Penalty 2884.195589 = -565707.150035
  nChanged 85
		SP:Iteration 14Q (113327.780000 sec): 3 clusters
  Score: Raw -568627.498395 + Penalty 2884.195589 = -565743.302806
  nChanged 73
		SP:Iteration 15Q (113327.980000 sec): 3 clusters
  Score: Raw -568656.897060 + Penalty 2884.195589 = -565772.701470
  nChanged 62
		SP:Iteration 16Q (113328.140000 sec): 3 clusters
  Score: Raw -568675.280572 + Penalty 2884.195589 = -565791.084983
  nChanged 45
		SP:Iteration 17Q (113328.250000 sec): 3 clusters
  Score: Raw -568688.842542 + Penalty 2884.195589 = -565804.646953
  nChanged 41
		SP:Iteration 18Q (113328.360000 sec): 3 clusters
  Score: Raw -568702.714711 + Penalty 2884.195589 = -565818.519122
  nChanged 38
		SP:Iteration 19Q (113328.480000 sec): 3 clusters
  Score: Raw -568715.550357 + Penalty 2884.195589 = -565831.354768
  nChanged 39
		SP:Iteration 20F (113328.590000 sec): 3 clusters
  Score: Raw -568729.335214 + Penalty 2884.195589 = -565845.139625
  nChanged 50
		SP:Iteration 21Q (113328.700000 sec): 3 clusters
  Score: Raw -568748.078867 + Penalty 2884.195589 = -565863.883278
  nChanged 47
		SP:Iteration 22Q (113328.820000 sec): 3 clusters
  Score: Raw -568770.128373 + Penalty 2884.195589 = -565885.932783
  nChanged 49
		SP:Iteration 23Q (113328.920000 sec): 3 clusters
  Score: Raw -568791.042920 + Penalty 2884.195589 = -565906.847331
  nChanged 47
		SP:Iteration 24Q (113329.040000 sec): 3 clusters
  Score: Raw -568813.438151 + Penalty 2884.195589 = -565929.242562
  nChanged 43
		SP:Iteration 25Q (113329.150000 sec): 3 clusters
  Score: Raw -568833.710666 + Penalty 2884.195589 = -565949.515076
  nChanged 37
		SP:Iteration 26Q (113329.260000 sec): 3 clusters
  Score: Raw -568849.452740 + Penalty 2884.195589 = -565965.257151
  nChanged 46
		SP:Iteration 27Q (113329.460000 sec): 3 clusters
  Score: Raw -568869.196549 + Penalty 2884.195589 = -565985.000959
  nChanged 34
		SP:Iteration 28Q (113329.660000 sec): 3 clusters
  Score: Raw -568884.305463 + Penalty 2884.195589 = -566000.109874
  nChanged 38
		SP:Iteration 29Q (113329.860000 sec): 3 clusters
  Score: Raw -568895.673829 + Penalty 2884.195589 = -566011.478239
  nChanged 28
		SP:Iteration 30Q (113330.060000 sec): 3 clusters
  Score: Raw -568902.439338 + Penalty 2884.195589 = -566018.243749
  nChanged 18
		SP:Iteration 31Q (113330.270000 sec): 3 clusters
  Score: Raw -568904.807783 + Penalty 2884.195589 = -566020.612194
  nChanged 9
		SP:Iteration 32Q (113330.470000 sec): 3 clusters
  Score: Raw -568906.498856 + Penalty 2884.195589 = -566022.303267
  nChanged 8
		SP:Iteration 33Q (113330.670000 sec): 3 clusters
  Score: Raw -568907.893640 + Penalty 2884.195589 = -566023.698051
  nChanged 8
		SP:Iteration 34Q (113330.880000 sec): 3 clusters
  Score: Raw -568909.347283 + Penalty 2884.195589 = -566025.151694
  nChanged 8
		SP:Iteration 35Q (113331.080000 sec): 3 clusters
  Score: Raw -568910.504622 + Penalty 2884.195589 = -566026.309033
  nChanged 3
		SP:Iteration 36Q (113331.280000 sec): 3 clusters
  Score: Raw -568910.796960 + Penalty 2884.195589 = -566026.601371
  nChanged 5
		SP:Iteration 37Q (113331.480000 sec): 3 clusters
  Score: Raw -568911.789877 + Penalty 2884.195589 = -566027.594287
  nChanged 2
		SP:Iteration 38Q (113331.680000 sec): 3 clusters
  Score: Raw -568912.253291 + Penalty 2884.195589 = -566028.057702
  nChanged 0
		SP:Iteration 39F (113331.890000 sec): 3 clusters
  Score: Raw -568912.253291 + Penalty 2884.195589 = -566028.057702
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (22116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113332.110000 sec): 2 clusters
  Score: Raw -2124325.579770 + Penalty 1625.659199 = -2122699.920571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113332.490000 sec): 3 clusters
  Score: Raw -2111029.920051 + Penalty 3251.318397 = -2107778.601654
  nChanged 9923
		SP:Iteration 1F (113332.830000 sec): 3 clusters
  Score: Raw -2116781.149594 + Penalty 3251.318397 = -2113529.831197
  nChanged 1261
		SP:Iteration 2F (113333.170000 sec): 3 clusters
  Score: Raw -2117567.442206 + Penalty 3251.318397 = -2114316.123808
  nChanged 1391
		SP:Iteration 3F (113333.510000 sec): 3 clusters
  Score: Raw -2118960.923468 + Penalty 3251.318397 = -2115709.605071
  nChanged 1686
		SP:Iteration 4F (113333.850000 sec): 3 clusters
  Score: Raw -2121697.469956 + Penalty 3251.318397 = -2118446.151559
  nChanged 2114
		SP:Iteration 5F (113334.160000 sec): 3 clusters
  Score: Raw -2125168.199548 + Penalty 3251.318397 = -2121916.881151
  nChanged 2224
		SP:Iteration 6F (113334.460000 sec): 3 clusters
  Score: Raw -2127820.023550 + Penalty 3251.318397 = -2124568.705152
  nChanged 1485
		SP:Iteration 7F (113334.800000 sec): 3 clusters
  Score: Raw -2129487.192006 + Penalty 3251.318397 = -2126235.873609
  nChanged 917
		SP:Iteration 8Q (113335.100000 sec): 3 clusters
  Score: Raw -2130712.009035 + Penalty 3251.318397 = -2127460.690638
  nChanged 648
		SP:Iteration 9Q (113335.450000 sec): 3 clusters
  Score: Raw -2131695.346135 + Penalty 3251.318397 = -2128444.027738
  nChanged 402
		SP:Iteration 10Q (113335.750000 sec): 3 clusters
  Score: Raw -2132224.531163 + Penalty 3251.318397 = -2128973.212766
  nChanged 232
		SP:Iteration 11Q (113336.090000 sec): 3 clusters
  Score: Raw -2132407.132204 + Penalty 3251.318397 = -2129155.813806
  nChanged 128
		SP:Iteration 12Q (113336.390000 sec): 3 clusters
  Score: Raw -2132470.028497 + Penalty 3251.318397 = -2129218.710099
  nChanged 66
		SP:Iteration 13Q (113336.730000 sec): 3 clusters
  Score: Raw -2132486.221093 + Penalty 3251.318397 = -2129234.902695
  nChanged 28
		SP:Iteration 14Q (113337.030000 sec): 3 clusters
  Score: Raw -2132491.584042 + Penalty 3251.318397 = -2129240.265645
  nChanged 21
		SP:Iteration 15Q (113337.380000 sec): 3 clusters
  Score: Raw -2132494.899926 + Penalty 3251.318397 = -2129243.581529
  nChanged 12
		SP:Iteration 16Q (113337.680000 sec): 3 clusters
  Score: Raw -2132496.157858 + Penalty 3251.318397 = -2129244.839460
  nChanged 3
		SP:Iteration 17Q (113338.020000 sec): 3 clusters
  Score: Raw -2132496.370602 + Penalty 3251.318397 = -2129245.052205
  nChanged 2
		SP:Iteration 18Q (113338.320000 sec): 3 clusters
  Score: Raw -2132496.525754 + Penalty 3251.318397 = -2129245.207356
  nChanged 2
		SP:Iteration 19Q (113338.660000 sec): 3 clusters
  Score: Raw -2132496.677750 + Penalty 3251.318397 = -2129245.359353
  nChanged 1
		SP:Iteration 20F (113338.940000 sec): 3 clusters
  Score: Raw -2132496.760455 + Penalty 3251.318397 = -2129245.442057
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 104.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (8777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113339.060000 sec): 2 clusters
  Score: Raw -746100.663010 + Penalty 1475.482116 = -744625.180894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113339.280000 sec): 3 clusters
  Score: Raw -741226.178384 + Penalty 2950.964231 = -738275.214153
  nChanged 3727
		SP:Iteration 1F (113339.470000 sec): 3 clusters
  Score: Raw -743822.483179 + Penalty 2950.964231 = -740871.518948
  nChanged 920
		SP:Iteration 2F (113339.660000 sec): 3 clusters
  Score: Raw -744938.514813 + Penalty 2950.964231 = -741987.550581
  nChanged 875
		SP:Iteration 3F (113339.860000 sec): 3 clusters
  Score: Raw -745926.354477 + Penalty 2950.964231 = -742975.390246
  nChanged 757
		SP:Iteration 4F (113340.050000 sec): 3 clusters
  Score: Raw -746619.093651 + Penalty 2950.964231 = -743668.129420
  nChanged 546
		SP:Iteration 5F (113340.240000 sec): 3 clusters
  Score: Raw -747001.150787 + Penalty 2950.964231 = -744050.186556
  nChanged 336
		SP:Iteration 6Q (113340.430000 sec): 3 clusters
  Score: Raw -747164.348961 + Penalty 2950.964231 = -744213.384729
  nChanged 230
		SP:Iteration 7Q (113340.630000 sec): 3 clusters
  Score: Raw -747256.616508 + Penalty 2950.964231 = -744305.652277
  nChanged 145
		SP:Iteration 8Q (113340.820000 sec): 3 clusters
  Score: Raw -747300.951145 + Penalty 2950.964231 = -744349.986914
  nChanged 109
		SP:Iteration 9Q (113341.010000 sec): 3 clusters
  Score: Raw -747333.781533 + Penalty 2950.964231 = -744382.817301
  nChanged 79
		SP:Iteration 10Q (113341.210000 sec): 3 clusters
  Score: Raw -747353.555756 + Penalty 2950.964231 = -744402.591524
  nChanged 62
		SP:Iteration 11Q (113341.400000 sec): 3 clusters
  Score: Raw -747367.854329 + Penalty 2950.964231 = -744416.890098
  nChanged 50
		SP:Iteration 12Q (113341.590000 sec): 3 clusters
  Score: Raw -747378.191283 + Penalty 2950.964231 = -744427.227051
  nChanged 37
		SP:Iteration 13Q (113341.790000 sec): 3 clusters
  Score: Raw -747384.835032 + Penalty 2950.964231 = -744433.870801
  nChanged 26
		SP:Iteration 14Q (113341.980000 sec): 3 clusters
  Score: Raw -747388.416109 + Penalty 2950.964231 = -744437.451878
  nChanged 24
		SP:Iteration 15Q (113342.160000 sec): 3 clusters
  Score: Raw -747392.560253 + Penalty 2950.964231 = -744441.596022
  nChanged 16
		SP:Iteration 16Q (113342.400000 sec): 3 clusters
  Score: Raw -747395.497327 + Penalty 2950.964231 = -744444.533095
  nChanged 16
		SP:Iteration 17Q (113342.580000 sec): 3 clusters
  Score: Raw -747397.878405 + Penalty 2950.964231 = -744446.914174
  nChanged 18
		SP:Iteration 18Q (113342.860000 sec): 3 clusters
  Score: Raw -747400.142843 + Penalty 2950.964231 = -744449.178611
  nChanged 11
		SP:Iteration 19Q (113343.010000 sec): 3 clusters
  Score: Raw -747401.572719 + Penalty 2950.964231 = -744450.608488
  nChanged 6
		SP:Iteration 20F (113343.200000 sec): 3 clusters
  Score: Raw -747402.193105 + Penalty 2950.964231 = -744451.228874
  nChanged 5
		SP:Iteration 21Q (113343.400000 sec): 3 clusters
  Score: Raw -747402.726574 + Penalty 2950.964231 = -744451.762343
  nChanged 3
		SP:Iteration 22Q (113343.600000 sec): 3 clusters
  Score: Raw -747402.968608 + Penalty 2950.964231 = -744452.004377
  nChanged 2
		SP:Iteration 23Q (113343.790000 sec): 3 clusters
  Score: Raw -747403.492601 + Penalty 2950.964231 = -744452.528369
  nChanged 7
		SP:Iteration 24Q (113343.980000 sec): 3 clusters
  Score: Raw -747404.684674 + Penalty 2950.964231 = -744453.720443
  nChanged 6
		SP:Iteration 25Q (113344.180000 sec): 3 clusters
  Score: Raw -747405.560440 + Penalty 2950.964231 = -744454.596209
  nChanged 6
		SP:Iteration 26Q (113344.370000 sec): 3 clusters
  Score: Raw -747406.116961 + Penalty 2950.964231 = -744455.152729
  nChanged 6
		SP:Iteration 27Q (113344.570000 sec): 3 clusters
  Score: Raw -747406.737646 + Penalty 2950.964231 = -744455.773414
  nChanged 5
		SP:Iteration 28Q (113344.760000 sec): 3 clusters
  Score: Raw -747407.319948 + Penalty 2950.964231 = -744456.355717
  nChanged 3
		SP:Iteration 29Q (113344.960000 sec): 3 clusters
  Score: Raw -747407.652585 + Penalty 2950.964231 = -744456.688353
  nChanged 3
		SP:Iteration 30Q (113345.150000 sec): 3 clusters
  Score: Raw -747407.926599 + Penalty 2950.964231 = -744456.962368
  nChanged 4
		SP:Iteration 31Q (113345.390000 sec): 3 clusters
  Score: Raw -747408.414699 + Penalty 2950.964231 = -744457.450467
  nChanged 5
		SP:Iteration 32Q (113345.630000 sec): 3 clusters
  Score: Raw -747408.921478 + Penalty 2950.964231 = -744457.957247
  nChanged 4
		SP:Iteration 33Q (113345.830000 sec): 3 clusters
  Score: Raw -747409.223761 + Penalty 2950.964231 = -744458.259529
  nChanged 0
		SP:Iteration 34F (113346.020000 sec): 3 clusters
  Score: Raw -747409.223761 + Penalty 2950.964231 = -744458.259529
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (3523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113346.100000 sec): 2 clusters
  Score: Raw -303910.297830 + Penalty 1327.148579 = -302583.149251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113346.280000 sec): 3 clusters
  Score: Raw -302238.598848 + Penalty 2654.297158 = -299584.301690
  nChanged 1393
		SP:Iteration 1F (113346.460000 sec): 3 clusters
  Score: Raw -303214.522729 + Penalty 2654.297158 = -300560.225571
  nChanged 352
		SP:Iteration 2F (113346.630000 sec): 3 clusters
  Score: Raw -303522.476018 + Penalty 2654.297158 = -300868.178860
  nChanged 256
		SP:Iteration 3F (113346.810000 sec): 3 clusters
  Score: Raw -303726.593787 + Penalty 2654.297158 = -301072.296629
  nChanged 196
		SP:Iteration 4F (113346.980000 sec): 3 clusters
  Score: Raw -303863.073575 + Penalty 2654.297158 = -301208.776417
  nChanged 157
		SP:Iteration 5Q (113347.160000 sec): 3 clusters
  Score: Raw -303971.508987 + Penalty 2654.297158 = -301317.211829
  nChanged 130
		SP:Iteration 6Q (113347.340000 sec): 3 clusters
  Score: Raw -304050.281665 + Penalty 2654.297158 = -301395.984507
  nChanged 111
		SP:Iteration 7Q (113347.510000 sec): 3 clusters
  Score: Raw -304121.032899 + Penalty 2654.297158 = -301466.735741
  nChanged 95
		SP:Iteration 8Q (113347.690000 sec): 3 clusters
  Score: Raw -304189.446607 + Penalty 2654.297158 = -301535.149450
  nChanged 92
		SP:Iteration 9Q (113347.860000 sec): 3 clusters
  Score: Raw -304251.609955 + Penalty 2654.297158 = -301597.312797
  nChanged 69
		SP:Iteration 10Q (113348.040000 sec): 3 clusters
  Score: Raw -304295.820894 + Penalty 2654.297158 = -301641.523736
  nChanged 41
		SP:Iteration 11Q (113348.220000 sec): 3 clusters
  Score: Raw -304335.310997 + Penalty 2654.297158 = -301681.013839
  nChanged 44
		SP:Iteration 12Q (113348.390000 sec): 3 clusters
  Score: Raw -304365.105387 + Penalty 2654.297158 = -301710.808229
  nChanged 48
		SP:Iteration 13Q (113348.570000 sec): 3 clusters
  Score: Raw -304392.361517 + Penalty 2654.297158 = -301738.064359
  nChanged 29
		SP:Iteration 14Q (113348.740000 sec): 3 clusters
  Score: Raw -304414.336546 + Penalty 2654.297158 = -301760.039388
  nChanged 31
		SP:Iteration 15Q (113348.920000 sec): 3 clusters
  Score: Raw -304435.718892 + Penalty 2654.297158 = -301781.421734
  nChanged 28
		SP:Iteration 16Q (113349.100000 sec): 3 clusters
  Score: Raw -304458.922321 + Penalty 2654.297158 = -301804.625163
  nChanged 25
		SP:Iteration 17Q (113349.270000 sec): 3 clusters
  Score: Raw -304474.536292 + Penalty 2654.297158 = -301820.239134
  nChanged 19
		SP:Iteration 18Q (113349.460000 sec): 3 clusters
  Score: Raw -304483.979874 + Penalty 2654.297158 = -301829.682716
  nChanged 15
		SP:Iteration 19Q (113349.620000 sec): 3 clusters
  Score: Raw -304493.407988 + Penalty 2654.297158 = -301839.110830
  nChanged 18
		SP:Iteration 20F (113349.800000 sec): 3 clusters
  Score: Raw -304506.681902 + Penalty 2654.297158 = -301852.384744
  nChanged 22
		SP:Iteration 21Q (113349.980000 sec): 3 clusters
  Score: Raw -304517.326257 + Penalty 2654.297158 = -301863.029099
  nChanged 18
		SP:Iteration 22Q (113350.170000 sec): 3 clusters
  Score: Raw -304528.820555 + Penalty 2654.297158 = -301874.523397
  nChanged 22
		SP:Iteration 23Q (113350.320000 sec): 3 clusters
  Score: Raw -304543.589848 + Penalty 2654.297158 = -301889.292690
  nChanged 17
		SP:Iteration 24Q (113350.500000 sec): 3 clusters
  Score: Raw -304552.231044 + Penalty 2654.297158 = -301897.933886
  nChanged 8
		SP:Iteration 25Q (113350.680000 sec): 3 clusters
  Score: Raw -304555.559050 + Penalty 2654.297158 = -301901.261892
  nChanged 6
		SP:Iteration 26Q (113350.850000 sec): 3 clusters
  Score: Raw -304557.825376 + Penalty 2654.297158 = -301903.528218
  nChanged 3
		SP:Iteration 27Q (113351.030000 sec): 3 clusters
  Score: Raw -304558.621167 + Penalty 2654.297158 = -301904.324009
  nChanged 1
		SP:Iteration 28Q (113351.210000 sec): 3 clusters
  Score: Raw -304559.204553 + Penalty 2654.297158 = -301904.907395
  nChanged 1
		SP:Iteration 29Q (113351.380000 sec): 3 clusters
  Score: Raw -304559.390258 + Penalty 2654.297158 = -301905.093100
  nChanged 1
		SP:Iteration 30Q (113351.560000 sec): 3 clusters
  Score: Raw -304559.826551 + Penalty 2654.297158 = -301905.529393
  nChanged 1
		SP:Iteration 31Q (113351.730000 sec): 3 clusters
  Score: Raw -304560.086914 + Penalty 2654.297158 = -301905.789756
  nChanged 1
		SP:Iteration 32Q (113351.910000 sec): 3 clusters
  Score: Raw -304560.232541 + Penalty 2654.297158 = -301905.935383
  nChanged 1
		SP:Iteration 33Q (113352.090000 sec): 3 clusters
  Score: Raw -304560.671559 + Penalty 2654.297158 = -301906.374401
  nChanged 1
		SP:Iteration 34Q (113352.280000 sec): 3 clusters
  Score: Raw -304561.088584 + Penalty 2654.297158 = -301906.791426
  nChanged 1
		SP:Iteration 35Q (113352.440000 sec): 3 clusters
  Score: Raw -304561.462049 + Penalty 2654.297158 = -301907.164891
  nChanged 2
		SP:Iteration 36Q (113352.610000 sec): 3 clusters
  Score: Raw -304562.071942 + Penalty 2654.297158 = -301907.774784
  nChanged 6
		SP:Iteration 37Q (113352.790000 sec): 3 clusters
  Score: Raw -304564.042249 + Penalty 2654.297158 = -301909.745091
  nChanged 6
		SP:Iteration 38Q (113352.970000 sec): 3 clusters
  Score: Raw -304565.571609 + Penalty 2654.297158 = -301911.274451
  nChanged 6
		SP:Iteration 39Q (113353.140000 sec): 3 clusters
  Score: Raw -304567.235272 + Penalty 2654.297158 = -301912.938114
  nChanged 3
		SP:Iteration 40F (113353.310000 sec): 3 clusters
  Score: Raw -304569.103355 + Penalty 2654.297158 = -301914.806197
  nChanged 3
		SP:Iteration 41Q (113353.490000 sec): 3 clusters
  Score: Raw -304570.237366 + Penalty 2654.297158 = -301915.940208
  nChanged 2
		SP:Iteration 42Q (113353.670000 sec): 3 clusters
  Score: Raw -304571.248516 + Penalty 2654.297158 = -301916.951358
  nChanged 2
		SP:Iteration 43Q (113353.840000 sec): 3 clusters
  Score: Raw -304571.918277 + Penalty 2654.297158 = -301917.621119
  nChanged 0
		SP:Iteration 44F (113354.020000 sec): 3 clusters
  Score: Raw -304571.918277 + Penalty 2654.297158 = -301917.621119
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (5502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113354.100000 sec): 2 clusters
  Score: Raw -434308.013484 + Penalty 1399.590878 = -432908.422606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113354.270000 sec): 3 clusters
  Score: Raw -431445.223751 + Penalty 2799.181756 = -428646.041995
  nChanged 2266
		SP:Iteration 1F (113354.450000 sec): 3 clusters
  Score: Raw -432952.122980 + Penalty 2799.181756 = -430152.941224
  nChanged 555
		SP:Iteration 2F (113354.620000 sec): 3 clusters
  Score: Raw -433516.453113 + Penalty 2799.181756 = -430717.271357
  nChanged 515
		SP:Iteration 3F (113354.790000 sec): 3 clusters
  Score: Raw -434127.055966 + Penalty 2799.181756 = -431327.874210
  nChanged 483
		SP:Iteration 4F (113354.970000 sec): 3 clusters
  Score: Raw -434669.721011 + Penalty 2799.181756 = -431870.539255
  nChanged 338
		SP:Iteration 5F (113355.140000 sec): 3 clusters
  Score: Raw -434992.790666 + Penalty 2799.181756 = -432193.608910
  nChanged 277
		SP:Iteration 6F (113355.320000 sec): 3 clusters
  Score: Raw -435260.217196 + Penalty 2799.181756 = -432461.035440
  nChanged 248
		SP:Iteration 7Q (113355.490000 sec): 3 clusters
  Score: Raw -435526.154484 + Penalty 2799.181756 = -432726.972728
  nChanged 242
		SP:Iteration 8Q (113355.660000 sec): 3 clusters
  Score: Raw -435817.327206 + Penalty 2799.181756 = -433018.145450
  nChanged 208
		SP:Iteration 9Q (113355.840000 sec): 3 clusters
  Score: Raw -436044.857883 + Penalty 2799.181756 = -433245.676127
  nChanged 156
		SP:Iteration 10Q (113356.010000 sec): 3 clusters
  Score: Raw -436174.085038 + Penalty 2799.181756 = -433374.903282
  nChanged 104
		SP:Iteration 11Q (113356.190000 sec): 3 clusters
  Score: Raw -436249.239331 + Penalty 2799.181756 = -433450.057575
  nChanged 73
		SP:Iteration 12Q (113356.360000 sec): 3 clusters
  Score: Raw -436295.559220 + Penalty 2799.181756 = -433496.377464
  nChanged 56
		SP:Iteration 13Q (113356.520000 sec): 3 clusters
  Score: Raw -436322.585187 + Penalty 2799.181756 = -433523.403431
  nChanged 42
		SP:Iteration 14Q (113356.610000 sec): 3 clusters
  Score: Raw -436345.397263 + Penalty 2799.181756 = -433546.215507
  nChanged 44
		SP:Iteration 15Q (113356.810000 sec): 3 clusters
  Score: Raw -436372.739867 + Penalty 2799.181756 = -433573.558111
  nChanged 44
		SP:Iteration 16Q (113356.990000 sec): 3 clusters
  Score: Raw -436402.193589 + Penalty 2799.181756 = -433603.011833
  nChanged 37
		SP:Iteration 17Q (113357.160000 sec): 3 clusters
  Score: Raw -436426.856564 + Penalty 2799.181756 = -433627.674808
  nChanged 44
		SP:Iteration 18Q (113357.330000 sec): 3 clusters
  Score: Raw -436459.351374 + Penalty 2799.181756 = -433660.169618
  nChanged 41
		SP:Iteration 19Q (113357.500000 sec): 3 clusters
  Score: Raw -436497.618677 + Penalty 2799.181756 = -433698.436921
  nChanged 46
		SP:Iteration 20F (113357.670000 sec): 3 clusters
  Score: Raw -436542.188136 + Penalty 2799.181756 = -433743.006380
  nChanged 50
		SP:Iteration 21Q (113357.810000 sec): 3 clusters
  Score: Raw -436596.028651 + Penalty 2799.181756 = -433796.846895
  nChanged 52
		SP:Iteration 22Q (113358.020000 sec): 3 clusters
  Score: Raw -436627.014930 + Penalty 2799.181756 = -433827.833174
  nChanged 33
		SP:Iteration 23Q (113358.190000 sec): 3 clusters
  Score: Raw -436642.497884 + Penalty 2799.181756 = -433843.316128
  nChanged 22
		SP:Iteration 24Q (113358.330000 sec): 3 clusters
  Score: Raw -436650.835731 + Penalty 2799.181756 = -433851.653975
  nChanged 13
		SP:Iteration 25Q (113358.510000 sec): 3 clusters
  Score: Raw -436655.871403 + Penalty 2799.181756 = -433856.689647
  nChanged 12
		SP:Iteration 26Q (113358.680000 sec): 3 clusters
  Score: Raw -436658.736136 + Penalty 2799.181756 = -433859.554380
  nChanged 5
		SP:Iteration 27Q (113358.850000 sec): 3 clusters
  Score: Raw -436659.900875 + Penalty 2799.181756 = -433860.719119
  nChanged 6
		SP:Iteration 28Q (113359.030000 sec): 3 clusters
  Score: Raw -436661.310187 + Penalty 2799.181756 = -433862.128431
  nChanged 7
		SP:Iteration 29Q (113359.200000 sec): 3 clusters
  Score: Raw -436662.678991 + Penalty 2799.181756 = -433863.497235
  nChanged 3
		SP:Iteration 30Q (113359.370000 sec): 3 clusters
  Score: Raw -436663.385484 + Penalty 2799.181756 = -433864.203728
  nChanged 0
		SP:Iteration 31F (113359.550000 sec): 3 clusters
  Score: Raw -436663.385484 + Penalty 2799.181756 = -433864.203728
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 105.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (8092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113359.660000 sec): 2 clusters
  Score: Raw -642477.748195 + Penalty 1462.277570 = -641015.470625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113359.850000 sec): 3 clusters
  Score: Raw -638145.409106 + Penalty 2924.555139 = -635220.853966
  nChanged 3410
		SP:Iteration 1F (113359.960000 sec): 3 clusters
  Score: Raw -640689.809570 + Penalty 2924.555139 = -637765.254431
  nChanged 811
		SP:Iteration 2F (113360.150000 sec): 3 clusters
  Score: Raw -641562.801610 + Penalty 2924.555139 = -638638.246470
  nChanged 684
		SP:Iteration 3F (113360.340000 sec): 3 clusters
  Score: Raw -642311.374724 + Penalty 2924.555139 = -639386.819585
  nChanged 609
		SP:Iteration 4F (113360.540000 sec): 3 clusters
  Score: Raw -642923.158653 + Penalty 2924.555139 = -639998.603513
  nChanged 481
		SP:Iteration 5F (113360.740000 sec): 3 clusters
  Score: Raw -643422.227723 + Penalty 2924.555139 = -640497.672584
  nChanged 408
		SP:Iteration 6F (113360.930000 sec): 3 clusters
  Score: Raw -643869.397672 + Penalty 2924.555139 = -640944.842533
  nChanged 345
		SP:Iteration 7Q (113361.130000 sec): 3 clusters
  Score: Raw -644256.759733 + Penalty 2924.555139 = -641332.204594
  nChanged 298
		SP:Iteration 8Q (113361.330000 sec): 3 clusters
  Score: Raw -644622.416158 + Penalty 2924.555139 = -641697.861018
  nChanged 239
		SP:Iteration 9Q (113361.470000 sec): 3 clusters
  Score: Raw -644966.203102 + Penalty 2924.555139 = -642041.647962
  nChanged 191
		SP:Iteration 10Q (113361.570000 sec): 3 clusters
  Score: Raw -645290.833458 + Penalty 2924.555139 = -642366.278319
  nChanged 141
		SP:Iteration 11Q (113361.750000 sec): 3 clusters
  Score: Raw -645469.181720 + Penalty 2924.555139 = -642544.626581
  nChanged 64
		SP:Iteration 12Q (113361.950000 sec): 3 clusters
  Score: Raw -645503.869106 + Penalty 2924.555139 = -642579.313966
  nChanged 35
		SP:Iteration 13Q (113362.150000 sec): 3 clusters
  Score: Raw -645516.361687 + Penalty 2924.555139 = -642591.806548
  nChanged 15
		SP:Iteration 14Q (113362.350000 sec): 3 clusters
  Score: Raw -645519.967486 + Penalty 2924.555139 = -642595.412346
  nChanged 6
		SP:Iteration 15Q (113362.550000 sec): 3 clusters
  Score: Raw -645521.069718 + Penalty 2924.555139 = -642596.514579
  nChanged 3
		SP:Iteration 16Q (113362.740000 sec): 3 clusters
  Score: Raw -645521.719358 + Penalty 2924.555139 = -642597.164218
  nChanged 2
		SP:Iteration 17Q (113362.940000 sec): 3 clusters
  Score: Raw -645521.921473 + Penalty 2924.555139 = -642597.366334
  nChanged 0
		SP:Iteration 18F (113363.130000 sec): 3 clusters
  Score: Raw -645521.921473 + Penalty 2924.555139 = -642597.366334
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 106.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (8252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113363.240000 sec): 2 clusters
  Score: Raw -706581.122240 + Penalty 1465.459267 = -705115.662973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113363.470000 sec): 3 clusters
  Score: Raw -702012.799391 + Penalty 2930.918534 = -699081.880857
  nChanged 3573
		SP:Iteration 1F (113363.660000 sec): 3 clusters
  Score: Raw -704300.333856 + Penalty 2930.918534 = -701369.415322
  nChanged 679
		SP:Iteration 2F (113363.860000 sec): 3 clusters
  Score: Raw -704803.005486 + Penalty 2930.918534 = -701872.086952
  nChanged 590
		SP:Iteration 3F (113364.060000 sec): 3 clusters
  Score: Raw -705244.684630 + Penalty 2930.918534 = -702313.766096
  nChanged 518
		SP:Iteration 4F (113364.250000 sec): 3 clusters
  Score: Raw -705624.287646 + Penalty 2930.918534 = -702693.369112
  nChanged 464
		SP:Iteration 5F (113364.370000 sec): 3 clusters
  Score: Raw -705944.588016 + Penalty 2930.918534 = -703013.669482
  nChanged 377
		SP:Iteration 6Q (113364.490000 sec): 3 clusters
  Score: Raw -706197.587815 + Penalty 2930.918534 = -703266.669281
  nChanged 310
		SP:Iteration 7Q (113364.610000 sec): 3 clusters
  Score: Raw -706438.074087 + Penalty 2930.918534 = -703507.155553
  nChanged 279
		SP:Iteration 8Q (113364.840000 sec): 3 clusters
  Score: Raw -706647.305817 + Penalty 2930.918534 = -703716.387283
  nChanged 275
		SP:Iteration 9Q (113365.040000 sec): 3 clusters
  Score: Raw -706832.565217 + Penalty 2930.918534 = -703901.646683
  nChanged 252
		SP:Iteration 10Q (113365.240000 sec): 3 clusters
  Score: Raw -706995.140314 + Penalty 2930.918534 = -704064.221780
  nChanged 223
		SP:Iteration 11Q (113365.430000 sec): 3 clusters
  Score: Raw -707131.627947 + Penalty 2930.918534 = -704200.709412
  nChanged 184
		SP:Iteration 12Q (113365.630000 sec): 3 clusters
  Score: Raw -707236.406695 + Penalty 2930.918534 = -704305.488161
  nChanged 152
		SP:Iteration 13Q (113365.830000 sec): 3 clusters
  Score: Raw -707313.966345 + Penalty 2930.918534 = -704383.047811
  nChanged 128
		SP:Iteration 14Q (113366.030000 sec): 3 clusters
  Score: Raw -707377.750663 + Penalty 2930.918534 = -704446.832129
  nChanged 96
		SP:Iteration 15Q (113366.230000 sec): 3 clusters
  Score: Raw -707419.242018 + Penalty 2930.918534 = -704488.323484
  nChanged 74
		SP:Iteration 16Q (113366.490000 sec): 3 clusters
  Score: Raw -707450.514736 + Penalty 2930.918534 = -704519.596202
  nChanged 70
		SP:Iteration 17Q (113366.700000 sec): 3 clusters
  Score: Raw -707482.563920 + Penalty 2930.918534 = -704551.645386
  nChanged 60
		SP:Iteration 18Q (113366.900000 sec): 3 clusters
  Score: Raw -707510.181904 + Penalty 2930.918534 = -704579.263370
  nChanged 47
		SP:Iteration 19Q (113367.090000 sec): 3 clusters
  Score: Raw -707528.949456 + Penalty 2930.918534 = -704598.030922
  nChanged 28
		SP:Iteration 20F (113367.260000 sec): 3 clusters
  Score: Raw -707538.940407 + Penalty 2930.918534 = -704608.021873
  nChanged 20
		SP:Iteration 21Q (113367.370000 sec): 3 clusters
  Score: Raw -707544.173486 + Penalty 2930.918534 = -704613.254952
  nChanged 19
		SP:Iteration 22Q (113367.490000 sec): 3 clusters
  Score: Raw -707549.288870 + Penalty 2930.918534 = -704618.370336
  nChanged 15
		SP:Iteration 23Q (113367.620000 sec): 3 clusters
  Score: Raw -707552.892118 + Penalty 2930.918534 = -704621.973584
  nChanged 16
		SP:Iteration 24Q (113367.840000 sec): 3 clusters
  Score: Raw -707557.231387 + Penalty 2930.918534 = -704626.312853
  nChanged 12
		SP:Iteration 25Q (113368.030000 sec): 3 clusters
  Score: Raw -707560.387750 + Penalty 2930.918534 = -704629.469215
  nChanged 11
		SP:Iteration 26Q (113368.230000 sec): 3 clusters
  Score: Raw -707562.834676 + Penalty 2930.918534 = -704631.916142
  nChanged 13
		SP:Iteration 27Q (113368.430000 sec): 3 clusters
  Score: Raw -707567.154192 + Penalty 2930.918534 = -704636.235658
  nChanged 9
		SP:Iteration 28Q (113368.630000 sec): 3 clusters
  Score: Raw -707570.219025 + Penalty 2930.918534 = -704639.300491
  nChanged 12
		SP:Iteration 29Q (113368.860000 sec): 3 clusters
  Score: Raw -707573.335423 + Penalty 2930.918534 = -704642.416888
  nChanged 12
		SP:Iteration 30Q (113369.060000 sec): 3 clusters
  Score: Raw -707575.818815 + Penalty 2930.918534 = -704644.900281
  nChanged 12
		SP:Iteration 31Q (113369.260000 sec): 3 clusters
  Score: Raw -707578.914570 + Penalty 2930.918534 = -704647.996036
  nChanged 7
		SP:Iteration 32Q (113369.450000 sec): 3 clusters
  Score: Raw -707580.200302 + Penalty 2930.918534 = -704649.281768
  nChanged 6
		SP:Iteration 33Q (113369.650000 sec): 3 clusters
  Score: Raw -707581.030752 + Penalty 2930.918534 = -704650.112217
  nChanged 2
		SP:Iteration 34Q (113369.840000 sec): 3 clusters
  Score: Raw -707581.800573 + Penalty 2930.918534 = -704650.882039
  nChanged 4
		SP:Iteration 35Q (113370.040000 sec): 3 clusters
  Score: Raw -707583.019505 + Penalty 2930.918534 = -704652.100971
  nChanged 4
		SP:Iteration 36Q (113370.230000 sec): 3 clusters
  Score: Raw -707583.958795 + Penalty 2930.918534 = -704653.040261
  nChanged 3
		SP:Iteration 37Q (113370.430000 sec): 3 clusters
  Score: Raw -707584.964618 + Penalty 2930.918534 = -704654.046084
  nChanged 5
		SP:Iteration 38Q (113370.620000 sec): 3 clusters
  Score: Raw -707586.085942 + Penalty 2930.918534 = -704655.167408
  nChanged 3
		SP:Iteration 39Q (113370.820000 sec): 3 clusters
  Score: Raw -707586.521259 + Penalty 2930.918534 = -704655.602725
  nChanged 5
		SP:Iteration 40F (113371.010000 sec): 3 clusters
  Score: Raw -707587.920302 + Penalty 2930.918534 = -704657.001767
  nChanged 2
		SP:Iteration 41Q (113371.210000 sec): 3 clusters
  Score: Raw -707588.458414 + Penalty 2930.918534 = -704657.539880
  nChanged 4
		SP:Iteration 42Q (113371.410000 sec): 3 clusters
  Score: Raw -707588.951927 + Penalty 2930.918534 = -704658.033393
  nChanged 2
		SP:Iteration 43Q (113371.600000 sec): 3 clusters
  Score: Raw -707589.150495 + Penalty 2930.918534 = -704658.231961
  nChanged 1
		SP:Iteration 44Q (113371.790000 sec): 3 clusters
  Score: Raw -707589.268915 + Penalty 2930.918534 = -704658.350381
  nChanged 2
		SP:Iteration 45Q (113371.990000 sec): 3 clusters
  Score: Raw -707589.531122 + Penalty 2930.918534 = -704658.612588
  nChanged 3
		SP:Iteration 46Q (113372.190000 sec): 3 clusters
  Score: Raw -707590.138135 + Penalty 2930.918534 = -704659.219601
  nChanged 3
		SP:Iteration 47Q (113372.380000 sec): 3 clusters
  Score: Raw -707590.843298 + Penalty 2930.918534 = -704659.924764
  nChanged 0
		SP:Iteration 48F (113372.580000 sec): 3 clusters
  Score: Raw -707590.843298 + Penalty 2930.918534 = -704659.924764
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113372.700000 sec): 2 clusters
  Score: Raw -386041.083832 + Penalty 1371.445398 = -384669.638433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113372.880000 sec): 3 clusters
  Score: Raw -383756.889116 + Penalty 2742.890796 = -381013.998320
  nChanged 1848
		SP:Iteration 1F (113373.050000 sec): 3 clusters
  Score: Raw -385049.879010 + Penalty 2742.890796 = -382306.988214
  nChanged 464
		SP:Iteration 2F (113373.230000 sec): 3 clusters
  Score: Raw -385540.826772 + Penalty 2742.890796 = -382797.935976
  nChanged 410
		SP:Iteration 3F (113373.410000 sec): 3 clusters
  Score: Raw -385929.179785 + Penalty 2742.890796 = -383186.288989
  nChanged 305
		SP:Iteration 4F (113373.580000 sec): 3 clusters
  Score: Raw -386172.845025 + Penalty 2742.890796 = -383429.954229
  nChanged 216
		SP:Iteration 5Q (113373.760000 sec): 3 clusters
  Score: Raw -386331.480239 + Penalty 2742.890796 = -383588.589442
  nChanged 167
		SP:Iteration 6Q (113373.930000 sec): 3 clusters
  Score: Raw -386445.252816 + Penalty 2742.890796 = -383702.362020
  nChanged 122
		SP:Iteration 7Q (113374.150000 sec): 3 clusters
  Score: Raw -386515.748571 + Penalty 2742.890796 = -383772.857775
  nChanged 91
		SP:Iteration 8Q (113374.300000 sec): 3 clusters
  Score: Raw -386565.721948 + Penalty 2742.890796 = -383822.831152
  nChanged 68
		SP:Iteration 9Q (113374.510000 sec): 3 clusters
  Score: Raw -386598.501557 + Penalty 2742.890796 = -383855.610761
  nChanged 53
		SP:Iteration 10Q (113374.650000 sec): 3 clusters
  Score: Raw -386622.094659 + Penalty 2742.890796 = -383879.203862
  nChanged 32
		SP:Iteration 11Q (113374.880000 sec): 3 clusters
  Score: Raw -386636.050798 + Penalty 2742.890796 = -383893.160002
  nChanged 28
		SP:Iteration 12Q (113375.030000 sec): 3 clusters
  Score: Raw -386645.870831 + Penalty 2742.890796 = -383902.980034
  nChanged 30
		SP:Iteration 13Q (113375.270000 sec): 3 clusters
  Score: Raw -386656.689209 + Penalty 2742.890796 = -383913.798412
  nChanged 25
		SP:Iteration 14Q (113375.400000 sec): 3 clusters
  Score: Raw -386665.265393 + Penalty 2742.890796 = -383922.374597
  nChanged 19
		SP:Iteration 15Q (113375.570000 sec): 3 clusters
  Score: Raw -386671.697251 + Penalty 2742.890796 = -383928.806455
  nChanged 10
		SP:Iteration 16Q (113375.750000 sec): 3 clusters
  Score: Raw -386673.722020 + Penalty 2742.890796 = -383930.831224
  nChanged 3
		SP:Iteration 17Q (113375.930000 sec): 3 clusters
  Score: Raw -386674.505227 + Penalty 2742.890796 = -383931.614431
  nChanged 4
		SP:Iteration 18Q (113376.100000 sec): 3 clusters
  Score: Raw -386675.733300 + Penalty 2742.890796 = -383932.842503
  nChanged 4
		SP:Iteration 19Q (113376.270000 sec): 3 clusters
  Score: Raw -386676.624209 + Penalty 2742.890796 = -383933.733412
  nChanged 1
		SP:Iteration 20F (113376.450000 sec): 3 clusters
  Score: Raw -386676.796185 + Penalty 2742.890796 = -383933.905389
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113376.520000 sec): 2 clusters
  Score: Raw -265716.437386 + Penalty 1294.626693 = -264421.810692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113376.700000 sec): 3 clusters
  Score: Raw -264375.650996 + Penalty 2589.253387 = -261786.397609
  nChanged 1123
		SP:Iteration 1F (113376.870000 sec): 3 clusters
  Score: Raw -265078.851178 + Penalty 2589.253387 = -262489.597791
  nChanged 268
		SP:Iteration 2F (113377.050000 sec): 3 clusters
  Score: Raw -265294.302903 + Penalty 2589.253387 = -262705.049517
  nChanged 180
		SP:Iteration 3F (113377.230000 sec): 3 clusters
  Score: Raw -265443.016840 + Penalty 2589.253387 = -262853.763453
  nChanged 153
		SP:Iteration 4F (113377.400000 sec): 3 clusters
  Score: Raw -265556.550942 + Penalty 2589.253387 = -262967.297555
  nChanged 120
		SP:Iteration 5Q (113377.580000 sec): 3 clusters
  Score: Raw -265640.034379 + Penalty 2589.253387 = -263050.780992
  nChanged 102
		SP:Iteration 6Q (113377.750000 sec): 3 clusters
  Score: Raw -265704.347279 + Penalty 2589.253387 = -263115.093892
  nChanged 94
		SP:Iteration 7Q (113377.930000 sec): 3 clusters
  Score: Raw -265759.932995 + Penalty 2589.253387 = -263170.679608
  nChanged 68
		SP:Iteration 8Q (113378.110000 sec): 3 clusters
  Score: Raw -265803.867411 + Penalty 2589.253387 = -263214.614024
  nChanged 62
		SP:Iteration 9Q (113378.280000 sec): 3 clusters
  Score: Raw -265842.121086 + Penalty 2589.253387 = -263252.867699
  nChanged 46
		SP:Iteration 10Q (113378.460000 sec): 3 clusters
  Score: Raw -265869.478337 + Penalty 2589.253387 = -263280.224950
  nChanged 42
		SP:Iteration 11Q (113378.630000 sec): 3 clusters
  Score: Raw -265891.733216 + Penalty 2589.253387 = -263302.479829
  nChanged 36
		SP:Iteration 12Q (113378.810000 sec): 3 clusters
  Score: Raw -265910.762964 + Penalty 2589.253387 = -263321.509577
  nChanged 27
		SP:Iteration 13Q (113378.980000 sec): 3 clusters
  Score: Raw -265930.015889 + Penalty 2589.253387 = -263340.762502
  nChanged 31
		SP:Iteration 14Q (113379.160000 sec): 3 clusters
  Score: Raw -265949.841632 + Penalty 2589.253387 = -263360.588245
  nChanged 26
		SP:Iteration 15Q (113379.330000 sec): 3 clusters
  Score: Raw -265968.337513 + Penalty 2589.253387 = -263379.084126
  nChanged 31
		SP:Iteration 16Q (113379.510000 sec): 3 clusters
  Score: Raw -265997.594967 + Penalty 2589.253387 = -263408.341580
  nChanged 31
		SP:Iteration 17Q (113379.690000 sec): 3 clusters
  Score: Raw -266018.983918 + Penalty 2589.253387 = -263429.730531
  nChanged 28
		SP:Iteration 18Q (113379.860000 sec): 3 clusters
  Score: Raw -266042.130432 + Penalty 2589.253387 = -263452.877045
  nChanged 37
		SP:Iteration 19Q (113380.040000 sec): 3 clusters
  Score: Raw -266065.383340 + Penalty 2589.253387 = -263476.129953
  nChanged 35
		SP:Iteration 20F (113380.210000 sec): 3 clusters
  Score: Raw -266087.925510 + Penalty 2589.253387 = -263498.672123
  nChanged 31
		SP:Iteration 21Q (113380.390000 sec): 3 clusters
  Score: Raw -266104.355476 + Penalty 2589.253387 = -263515.102089
  nChanged 29
		SP:Iteration 22Q (113380.570000 sec): 3 clusters
  Score: Raw -266119.860615 + Penalty 2589.253387 = -263530.607228
  nChanged 18
		SP:Iteration 23Q (113380.740000 sec): 3 clusters
  Score: Raw -266131.615620 + Penalty 2589.253387 = -263542.362233
  nChanged 21
		SP:Iteration 24Q (113380.920000 sec): 3 clusters
  Score: Raw -266143.357155 + Penalty 2589.253387 = -263554.103768
  nChanged 22
		SP:Iteration 25Q (113381.090000 sec): 3 clusters
  Score: Raw -266152.080120 + Penalty 2589.253387 = -263562.826733
  nChanged 14
		SP:Iteration 26Q (113381.270000 sec): 3 clusters
  Score: Raw -266162.330327 + Penalty 2589.253387 = -263573.076940
  nChanged 14
		SP:Iteration 27Q (113381.450000 sec): 3 clusters
  Score: Raw -266173.090789 + Penalty 2589.253387 = -263583.837402
  nChanged 19
		SP:Iteration 28Q (113381.620000 sec): 3 clusters
  Score: Raw -266185.009433 + Penalty 2589.253387 = -263595.756046
  nChanged 23
		SP:Iteration 29Q (113381.800000 sec): 3 clusters
  Score: Raw -266198.374341 + Penalty 2589.253387 = -263609.120954
  nChanged 18
		SP:Iteration 30Q (113381.970000 sec): 3 clusters
  Score: Raw -266210.188183 + Penalty 2589.253387 = -263620.934796
  nChanged 22
		SP:Iteration 31Q (113382.150000 sec): 3 clusters
  Score: Raw -266223.021519 + Penalty 2589.253387 = -263633.768132
  nChanged 22
		SP:Iteration 32Q (113382.330000 sec): 3 clusters
  Score: Raw -266235.471783 + Penalty 2589.253387 = -263646.218396
  nChanged 18
		SP:Iteration 33Q (113382.520000 sec): 3 clusters
  Score: Raw -266242.787061 + Penalty 2589.253387 = -263653.533674
  nChanged 15
		SP:Iteration 34Q (113382.660000 sec): 3 clusters
  Score: Raw -266250.948525 + Penalty 2589.253387 = -263661.695138
  nChanged 17
		SP:Iteration 35Q (113382.810000 sec): 3 clusters
  Score: Raw -266259.964497 + Penalty 2589.253387 = -263670.711110
  nChanged 16
		SP:Iteration 36Q (113382.910000 sec): 3 clusters
  Score: Raw -266268.524028 + Penalty 2589.253387 = -263679.270641
  nChanged 17
		SP:Iteration 37Q (113383.070000 sec): 3 clusters
  Score: Raw -266277.263977 + Penalty 2589.253387 = -263688.010590
  nChanged 18
		SP:Iteration 38Q (113383.230000 sec): 3 clusters
  Score: Raw -266287.398013 + Penalty 2589.253387 = -263698.144626
  nChanged 17
		SP:Iteration 39Q (113383.390000 sec): 3 clusters
  Score: Raw -266299.695489 + Penalty 2589.253387 = -263710.442102
  nChanged 13
		SP:Iteration 40F (113383.550000 sec): 3 clusters
  Score: Raw -266310.634673 + Penalty 2589.253387 = -263721.381286
  nChanged 13
		SP:Iteration 41Q (113383.710000 sec): 3 clusters
  Score: Raw -266318.991521 + Penalty 2589.253387 = -263729.738134
  nChanged 17
		SP:Iteration 42Q (113383.880000 sec): 3 clusters
  Score: Raw -266327.161614 + Penalty 2589.253387 = -263737.908227
  nChanged 12
		SP:Iteration 43Q (113384.060000 sec): 3 clusters
  Score: Raw -266333.371295 + Penalty 2589.253387 = -263744.117908
  nChanged 10
		SP:Iteration 44Q (113384.230000 sec): 3 clusters
  Score: Raw -266337.367443 + Penalty 2589.253387 = -263748.114056
  nChanged 6
		SP:Iteration 45Q (113384.410000 sec): 3 clusters
  Score: Raw -266339.953520 + Penalty 2589.253387 = -263750.700133
  nChanged 10
		SP:Iteration 46Q (113384.580000 sec): 3 clusters
  Score: Raw -266344.427857 + Penalty 2589.253387 = -263755.174470
  nChanged 7
		SP:Iteration 47Q (113384.760000 sec): 3 clusters
  Score: Raw -266348.142635 + Penalty 2589.253387 = -263758.889248
  nChanged 6
		SP:Iteration 48Q (113384.940000 sec): 3 clusters
  Score: Raw -266351.086396 + Penalty 2589.253387 = -263761.833009
  nChanged 5
		SP:Iteration 49Q (113385.080000 sec): 3 clusters
  Score: Raw -266353.774913 + Penalty 2589.253387 = -263764.521526
  nChanged 6
		SP:Iteration 50Q (113385.130000 sec): 3 clusters
  Score: Raw -266355.610129 + Penalty 2589.253387 = -263766.356742
  nChanged 4
		SP:Iteration 51Q (113385.180000 sec): 3 clusters
  Score: Raw -266357.903895 + Penalty 2589.253387 = -263768.650508
  nChanged 4
		SP:Iteration 52Q (113385.240000 sec): 3 clusters
  Score: Raw -266359.989440 + Penalty 2589.253387 = -263770.736053
  nChanged 4
		SP:Iteration 53Q (113385.290000 sec): 3 clusters
  Score: Raw -266361.767796 + Penalty 2589.253387 = -263772.514409
  nChanged 2
		SP:Iteration 54Q (113385.340000 sec): 3 clusters
  Score: Raw -266362.819633 + Penalty 2589.253387 = -263773.566246
  nChanged 5
		SP:Iteration 55Q (113385.390000 sec): 3 clusters
  Score: Raw -266364.690037 + Penalty 2589.253387 = -263775.436650
  nChanged 3
		SP:Iteration 56Q (113385.440000 sec): 3 clusters
  Score: Raw -266365.488299 + Penalty 2589.253387 = -263776.234912
  nChanged 1
		SP:Iteration 57Q (113385.490000 sec): 3 clusters
  Score: Raw -266365.625988 + Penalty 2589.253387 = -263776.372601
  nChanged 0
		SP:Iteration 58F (113385.540000 sec): 3 clusters
  Score: Raw -266365.625988 + Penalty 2589.253387 = -263776.372601
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (8294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113385.640000 sec): 2 clusters
  Score: Raw -806357.713748 + Penalty 1466.284242 = -804891.429506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113385.770000 sec): 3 clusters
  Score: Raw -801706.943928 + Penalty 2932.568483 = -798774.375445
  nChanged 3573
		SP:Iteration 1F (113385.900000 sec): 3 clusters
  Score: Raw -803713.922438 + Penalty 2932.568483 = -800781.353955
  nChanged 599
		SP:Iteration 2F (113386.020000 sec): 3 clusters
  Score: Raw -804016.364084 + Penalty 2932.568483 = -801083.795601
  nChanged 491
		SP:Iteration 3F (113386.150000 sec): 3 clusters
  Score: Raw -804265.367760 + Penalty 2932.568483 = -801332.799277
  nChanged 424
		SP:Iteration 4F (113386.280000 sec): 3 clusters
  Score: Raw -804491.488087 + Penalty 2932.568483 = -801558.919603
  nChanged 438
		SP:Iteration 5F (113386.410000 sec): 3 clusters
  Score: Raw -804730.162788 + Penalty 2932.568483 = -801797.594305
  nChanged 411
		SP:Iteration 6Q (113386.540000 sec): 3 clusters
  Score: Raw -804934.254050 + Penalty 2932.568483 = -802001.685566
  nChanged 390
		SP:Iteration 7Q (113386.750000 sec): 3 clusters
  Score: Raw -805134.477738 + Penalty 2932.568483 = -802201.909255
  nChanged 371
		SP:Iteration 8Q (113386.940000 sec): 3 clusters
  Score: Raw -805317.580784 + Penalty 2932.568483 = -802385.012301
  nChanged 326
		SP:Iteration 9Q (113387.140000 sec): 3 clusters
  Score: Raw -805480.669018 + Penalty 2932.568483 = -802548.100535
  nChanged 306
		SP:Iteration 10Q (113387.340000 sec): 3 clusters
  Score: Raw -805646.952974 + Penalty 2932.568483 = -802714.384491
  nChanged 289
		SP:Iteration 11Q (113387.530000 sec): 3 clusters
  Score: Raw -805802.022210 + Penalty 2932.568483 = -802869.453727
  nChanged 247
		SP:Iteration 12Q (113387.730000 sec): 3 clusters
  Score: Raw -805927.798493 + Penalty 2932.568483 = -802995.230010
  nChanged 211
		SP:Iteration 13Q (113387.930000 sec): 3 clusters
  Score: Raw -806043.728046 + Penalty 2932.568483 = -803111.159563
  nChanged 176
		SP:Iteration 14Q (113388.120000 sec): 3 clusters
  Score: Raw -806141.071217 + Penalty 2932.568483 = -803208.502734
  nChanged 161
		SP:Iteration 15Q (113388.320000 sec): 3 clusters
  Score: Raw -806228.215110 + Penalty 2932.568483 = -803295.646627
  nChanged 131
		SP:Iteration 16Q (113388.520000 sec): 3 clusters
  Score: Raw -806309.686480 + Penalty 2932.568483 = -803377.117997
  nChanged 96
		SP:Iteration 17Q (113388.710000 sec): 3 clusters
  Score: Raw -806357.983060 + Penalty 2932.568483 = -803425.414577
  nChanged 76
		SP:Iteration 18Q (113388.910000 sec): 3 clusters
  Score: Raw -806401.501478 + Penalty 2932.568483 = -803468.932994
  nChanged 78
		SP:Iteration 19Q (113389.110000 sec): 3 clusters
  Score: Raw -806449.624169 + Penalty 2932.568483 = -803517.055686
  nChanged 67
		SP:Iteration 20F (113389.300000 sec): 3 clusters
  Score: Raw -806485.210844 + Penalty 2932.568483 = -803552.642361
  nChanged 46
		SP:Iteration 21Q (113389.500000 sec): 3 clusters
  Score: Raw -806508.159067 + Penalty 2932.568483 = -803575.590584
  nChanged 43
		SP:Iteration 22Q (113389.700000 sec): 3 clusters
  Score: Raw -806530.518404 + Penalty 2932.568483 = -803597.949921
  nChanged 38
		SP:Iteration 23Q (113389.900000 sec): 3 clusters
  Score: Raw -806550.709543 + Penalty 2932.568483 = -803618.141059
  nChanged 37
		SP:Iteration 24Q (113390.100000 sec): 3 clusters
  Score: Raw -806568.534205 + Penalty 2932.568483 = -803635.965722
  nChanged 29
		SP:Iteration 25Q (113390.340000 sec): 3 clusters
  Score: Raw -806582.400971 + Penalty 2932.568483 = -803649.832488
  nChanged 26
		SP:Iteration 26Q (113390.490000 sec): 3 clusters
  Score: Raw -806593.565019 + Penalty 2932.568483 = -803660.996536
  nChanged 19
		SP:Iteration 27Q (113390.690000 sec): 3 clusters
  Score: Raw -806602.086030 + Penalty 2932.568483 = -803669.517547
  nChanged 15
		SP:Iteration 28Q (113390.880000 sec): 3 clusters
  Score: Raw -806609.458406 + Penalty 2932.568483 = -803676.889922
  nChanged 18
		SP:Iteration 29Q (113391.080000 sec): 3 clusters
  Score: Raw -806619.376029 + Penalty 2932.568483 = -803686.807546
  nChanged 11
		SP:Iteration 30Q (113391.280000 sec): 3 clusters
  Score: Raw -806625.807498 + Penalty 2932.568483 = -803693.239015
  nChanged 17
		SP:Iteration 31Q (113391.480000 sec): 3 clusters
  Score: Raw -806638.472680 + Penalty 2932.568483 = -803705.904196
  nChanged 23
		SP:Iteration 32Q (113391.670000 sec): 3 clusters
  Score: Raw -806655.477258 + Penalty 2932.568483 = -803722.908774
  nChanged 16
		SP:Iteration 33Q (113391.870000 sec): 3 clusters
  Score: Raw -806664.696104 + Penalty 2932.568483 = -803732.127620
  nChanged 14
		SP:Iteration 34Q (113392.070000 sec): 3 clusters
  Score: Raw -806671.665833 + Penalty 2932.568483 = -803739.097350
  nChanged 9
		SP:Iteration 35Q (113392.260000 sec): 3 clusters
  Score: Raw -806676.822970 + Penalty 2932.568483 = -803744.254487
  nChanged 8
		SP:Iteration 36Q (113392.460000 sec): 3 clusters
  Score: Raw -806681.762910 + Penalty 2932.568483 = -803749.194427
  nChanged 10
		SP:Iteration 37Q (113392.660000 sec): 3 clusters
  Score: Raw -806686.310274 + Penalty 2932.568483 = -803753.741791
  nChanged 10
		SP:Iteration 38Q (113392.850000 sec): 3 clusters
  Score: Raw -806693.423194 + Penalty 2932.568483 = -803760.854711
  nChanged 12
		SP:Iteration 39Q (113393.060000 sec): 3 clusters
  Score: Raw -806700.403031 + Penalty 2932.568483 = -803767.834548
  nChanged 9
		SP:Iteration 40F (113393.250000 sec): 3 clusters
  Score: Raw -806703.452857 + Penalty 2932.568483 = -803770.884374
  nChanged 4
		SP:Iteration 41Q (113393.450000 sec): 3 clusters
  Score: Raw -806705.553409 + Penalty 2932.568483 = -803772.984925
  nChanged 7
		SP:Iteration 42Q (113393.650000 sec): 3 clusters
  Score: Raw -806710.384006 + Penalty 2932.568483 = -803777.815523
  nChanged 8
		SP:Iteration 43Q (113393.890000 sec): 3 clusters
  Score: Raw -806716.305821 + Penalty 2932.568483 = -803783.737338
  nChanged 8
		SP:Iteration 44Q (113394.080000 sec): 3 clusters
  Score: Raw -806722.632246 + Penalty 2932.568483 = -803790.063763
  nChanged 6
		SP:Iteration 45Q (113394.280000 sec): 3 clusters
  Score: Raw -806728.217411 + Penalty 2932.568483 = -803795.648928
  nChanged 10
		SP:Iteration 46Q (113394.520000 sec): 3 clusters
  Score: Raw -806734.483680 + Penalty 2932.568483 = -803801.915197
  nChanged 9
		SP:Iteration 47Q (113394.680000 sec): 3 clusters
  Score: Raw -806737.794369 + Penalty 2932.568483 = -803805.225886
  nChanged 7
		SP:Iteration 48Q (113394.870000 sec): 3 clusters
  Score: Raw -806742.596040 + Penalty 2932.568483 = -803810.027557
  nChanged 2
		SP:Iteration 49Q (113395.070000 sec): 3 clusters
  Score: Raw -806743.124380 + Penalty 2932.568483 = -803810.555897
  nChanged 2
		SP:Iteration 50Q (113395.270000 sec): 3 clusters
  Score: Raw -806744.886486 + Penalty 2932.568483 = -803812.318003
  nChanged 4
		SP:Iteration 51Q (113395.460000 sec): 3 clusters
  Score: Raw -806745.884207 + Penalty 2932.568483 = -803813.315724
  nChanged 0
		SP:Iteration 52F (113395.660000 sec): 3 clusters
  Score: Raw -806745.884207 + Penalty 2932.568483 = -803813.315724
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (1361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113395.730000 sec): 2 clusters
  Score: Raw -87596.154755 + Penalty 1172.595938 = -86423.558817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113395.900000 sec): 3 clusters
  Score: Raw -87174.585519 + Penalty 2345.191876 = -84829.393643
  nChanged 488
		SP:Iteration 1F (113396.120000 sec): 3 clusters
  Score: Raw -87786.522753 + Penalty 2345.191876 = -85441.330877
  nChanged 146
		SP:Iteration 2F (113396.300000 sec): 3 clusters
  Score: Raw -88012.275298 + Penalty 2345.191876 = -85667.083422
  nChanged 89
		SP:Iteration 3F (113396.470000 sec): 3 clusters
  Score: Raw -88187.310375 + Penalty 2345.191876 = -85842.118499
  nChanged 82
		SP:Iteration 4F (113396.640000 sec): 3 clusters
  Score: Raw -88353.951338 + Penalty 2345.191876 = -86008.759462
  nChanged 69
		SP:Iteration 5F (113396.810000 sec): 3 clusters
  Score: Raw -88529.040797 + Penalty 2345.191876 = -86183.848922
  nChanged 70
		SP:Iteration 6F (113396.980000 sec): 3 clusters
  Score: Raw -88740.113042 + Penalty 2345.191876 = -86394.921166
  nChanged 54
		SP:Iteration 7Q (113397.100000 sec): 3 clusters
  Score: Raw -88856.400726 + Penalty 2345.191876 = -86511.208851
  nChanged 34
		SP:Iteration 8Q (113397.280000 sec): 3 clusters
  Score: Raw -88907.999239 + Penalty 2345.191876 = -86562.807363
  nChanged 18
		SP:Iteration 9Q (113397.450000 sec): 3 clusters
  Score: Raw -88940.953458 + Penalty 2345.191876 = -86595.761582
  nChanged 13
		SP:Iteration 10Q (113397.630000 sec): 3 clusters
  Score: Raw -88969.892597 + Penalty 2345.191876 = -86624.700722
  nChanged 12
		SP:Iteration 11Q (113397.800000 sec): 3 clusters
  Score: Raw -88987.467011 + Penalty 2345.191876 = -86642.275135
  nChanged 15
		SP:Iteration 12Q (113397.980000 sec): 3 clusters
  Score: Raw -89003.689935 + Penalty 2345.191876 = -86658.498059
  nChanged 7
		SP:Iteration 13Q (113398.160000 sec): 3 clusters
  Score: Raw -89011.642702 + Penalty 2345.191876 = -86666.450826
  nChanged 6
		SP:Iteration 14Q (113398.330000 sec): 3 clusters
  Score: Raw -89017.977474 + Penalty 2345.191876 = -86672.785598
  nChanged 7
		SP:Iteration 15Q (113398.510000 sec): 3 clusters
  Score: Raw -89025.537997 + Penalty 2345.191876 = -86680.346121
  nChanged 7
		SP:Iteration 16Q (113398.680000 sec): 3 clusters
  Score: Raw -89034.359480 + Penalty 2345.191876 = -86689.167604
  nChanged 6
		SP:Iteration 17Q (113398.870000 sec): 3 clusters
  Score: Raw -89041.030665 + Penalty 2345.191876 = -86695.838789
  nChanged 8
		SP:Iteration 18Q (113399.040000 sec): 3 clusters
  Score: Raw -89051.974638 + Penalty 2345.191876 = -86706.782762
  nChanged 6
		SP:Iteration 19Q (113399.210000 sec): 3 clusters
  Score: Raw -89061.548489 + Penalty 2345.191876 = -86716.356613
  nChanged 10
		SP:Iteration 20F (113399.390000 sec): 3 clusters
  Score: Raw -89080.525353 + Penalty 2345.191876 = -86735.333478
  nChanged 7
		SP:Iteration 21Q (113399.560000 sec): 3 clusters
  Score: Raw -89089.196292 + Penalty 2345.191876 = -86744.004416
  nChanged 1
		SP:Iteration 22Q (113399.740000 sec): 3 clusters
  Score: Raw -89089.614569 + Penalty 2345.191876 = -86744.422693
  nChanged 1
		SP:Iteration 23Q (113399.920000 sec): 3 clusters
  Score: Raw -89089.905682 + Penalty 2345.191876 = -86744.713806
  nChanged 0
		SP:Iteration 24F (113400.090000 sec): 3 clusters
  Score: Raw -89089.905682 + Penalty 2345.191876 = -86744.713806
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 107.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (5489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113400.190000 sec): 2 clusters
  Score: Raw -394095.507178 + Penalty 1399.206472 = -392696.300706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113400.370000 sec): 3 clusters
  Score: Raw -391235.011620 + Penalty 2798.412945 = -388436.598675
  nChanged 2316
		SP:Iteration 1F (113400.540000 sec): 3 clusters
  Score: Raw -392757.354051 + Penalty 2798.412945 = -389958.941107
  nChanged 531
		SP:Iteration 2F (113400.720000 sec): 3 clusters
  Score: Raw -393287.096709 + Penalty 2798.412945 = -390488.683764
  nChanged 476
		SP:Iteration 3F (113400.890000 sec): 3 clusters
  Score: Raw -393733.381142 + Penalty 2798.412945 = -390934.968197
  nChanged 372
		SP:Iteration 4F (113401.060000 sec): 3 clusters
  Score: Raw -394013.039587 + Penalty 2798.412945 = -391214.626642
  nChanged 250
		SP:Iteration 5Q (113401.240000 sec): 3 clusters
  Score: Raw -394188.805406 + Penalty 2798.412945 = -391390.392462
  nChanged 199
		SP:Iteration 6Q (113401.410000 sec): 3 clusters
  Score: Raw -394316.011031 + Penalty 2798.412945 = -391517.598087
  nChanged 158
		SP:Iteration 7Q (113401.610000 sec): 3 clusters
  Score: Raw -394404.289778 + Penalty 2798.412945 = -391605.876833
  nChanged 120
		SP:Iteration 8Q (113401.780000 sec): 3 clusters
  Score: Raw -394461.047839 + Penalty 2798.412945 = -391662.634895
  nChanged 93
		SP:Iteration 9Q (113401.960000 sec): 3 clusters
  Score: Raw -394499.967234 + Penalty 2798.412945 = -391701.554290
  nChanged 68
		SP:Iteration 10Q (113402.130000 sec): 3 clusters
  Score: Raw -394522.668696 + Penalty 2798.412945 = -391724.255751
  nChanged 53
		SP:Iteration 11Q (113402.300000 sec): 3 clusters
  Score: Raw -394542.426886 + Penalty 2798.412945 = -391744.013941
  nChanged 48
		SP:Iteration 12Q (113402.480000 sec): 3 clusters
  Score: Raw -394559.855786 + Penalty 2798.412945 = -391761.442841
  nChanged 44
		SP:Iteration 13Q (113402.650000 sec): 3 clusters
  Score: Raw -394578.982866 + Penalty 2798.412945 = -391780.569921
  nChanged 39
		SP:Iteration 14Q (113402.820000 sec): 3 clusters
  Score: Raw -394592.105096 + Penalty 2798.412945 = -391793.692152
  nChanged 36
		SP:Iteration 15Q (113402.990000 sec): 3 clusters
  Score: Raw -394603.030053 + Penalty 2798.412945 = -391804.617108
  nChanged 31
		SP:Iteration 16Q (113403.160000 sec): 3 clusters
  Score: Raw -394612.265333 + Penalty 2798.412945 = -391813.852388
  nChanged 23
		SP:Iteration 17Q (113403.340000 sec): 3 clusters
  Score: Raw -394620.660395 + Penalty 2798.412945 = -391822.247450
  nChanged 29
		SP:Iteration 18Q (113403.510000 sec): 3 clusters
  Score: Raw -394629.045966 + Penalty 2798.412945 = -391830.633021
  nChanged 28
		SP:Iteration 19Q (113403.680000 sec): 3 clusters
  Score: Raw -394637.279375 + Penalty 2798.412945 = -391838.866430
  nChanged 26
		SP:Iteration 20F (113403.850000 sec): 3 clusters
  Score: Raw -394644.233526 + Penalty 2798.412945 = -391845.820582
  nChanged 25
		SP:Iteration 21Q (113404.020000 sec): 3 clusters
  Score: Raw -394650.799088 + Penalty 2798.412945 = -391852.386143
  nChanged 24
		SP:Iteration 22Q (113404.190000 sec): 3 clusters
  Score: Raw -394658.155386 + Penalty 2798.412945 = -391859.742441
  nChanged 25
		SP:Iteration 23Q (113404.370000 sec): 3 clusters
  Score: Raw -394665.148778 + Penalty 2798.412945 = -391866.735834
  nChanged 18
		SP:Iteration 24Q (113404.540000 sec): 3 clusters
  Score: Raw -394670.097357 + Penalty 2798.412945 = -391871.684412
  nChanged 24
		SP:Iteration 25Q (113404.710000 sec): 3 clusters
  Score: Raw -394676.332170 + Penalty 2798.412945 = -391877.919225
  nChanged 19
		SP:Iteration 26Q (113404.880000 sec): 3 clusters
  Score: Raw -394681.476371 + Penalty 2798.412945 = -391883.063426
  nChanged 13
		SP:Iteration 27Q (113405.060000 sec): 3 clusters
  Score: Raw -394685.207782 + Penalty 2798.412945 = -391886.794837
  nChanged 16
		SP:Iteration 28Q (113405.230000 sec): 3 clusters
  Score: Raw -394688.298473 + Penalty 2798.412945 = -391889.885529
  nChanged 10
		SP:Iteration 29Q (113405.400000 sec): 3 clusters
  Score: Raw -394690.303989 + Penalty 2798.412945 = -391891.891045
  nChanged 9
		SP:Iteration 30Q (113405.550000 sec): 3 clusters
  Score: Raw -394691.837889 + Penalty 2798.412945 = -391893.424944
  nChanged 10
		SP:Iteration 31Q (113405.650000 sec): 3 clusters
  Score: Raw -394693.421909 + Penalty 2798.412945 = -391895.008965
  nChanged 7
		SP:Iteration 32Q (113405.840000 sec): 3 clusters
  Score: Raw -394695.616408 + Penalty 2798.412945 = -391897.203463
  nChanged 10
		SP:Iteration 33Q (113406.010000 sec): 3 clusters
  Score: Raw -394697.847813 + Penalty 2798.412945 = -391899.434868
  nChanged 11
		SP:Iteration 34Q (113406.180000 sec): 3 clusters
  Score: Raw -394699.876248 + Penalty 2798.412945 = -391901.463303
  nChanged 6
		SP:Iteration 35Q (113406.360000 sec): 3 clusters
  Score: Raw -394701.015749 + Penalty 2798.412945 = -391902.602804
  nChanged 4
		SP:Iteration 36Q (113406.530000 sec): 3 clusters
  Score: Raw -394702.138765 + Penalty 2798.412945 = -391903.725820
  nChanged 6
		SP:Iteration 37Q (113406.700000 sec): 3 clusters
  Score: Raw -394703.528001 + Penalty 2798.412945 = -391905.115056
  nChanged 6
		SP:Iteration 38Q (113406.870000 sec): 3 clusters
  Score: Raw -394705.215100 + Penalty 2798.412945 = -391906.802155
  nChanged 9
		SP:Iteration 39Q (113407.040000 sec): 3 clusters
  Score: Raw -394708.152761 + Penalty 2798.412945 = -391909.739817
  nChanged 10
		SP:Iteration 40F (113407.220000 sec): 3 clusters
  Score: Raw -394710.629305 + Penalty 2798.412945 = -391912.216361
  nChanged 13
		SP:Iteration 41Q (113407.390000 sec): 3 clusters
  Score: Raw -394712.418743 + Penalty 2798.412945 = -391914.005799
  nChanged 5
		SP:Iteration 42Q (113407.560000 sec): 3 clusters
  Score: Raw -394713.460818 + Penalty 2798.412945 = -391915.047873
  nChanged 7
		SP:Iteration 43Q (113407.740000 sec): 3 clusters
  Score: Raw -394714.628906 + Penalty 2798.412945 = -391916.215961
  nChanged 4
		SP:Iteration 44Q (113407.910000 sec): 3 clusters
  Score: Raw -394715.284223 + Penalty 2798.412945 = -391916.871278
  nChanged 2
		SP:Iteration 45Q (113408.080000 sec): 3 clusters
  Score: Raw -394715.396520 + Penalty 2798.412945 = -391916.983575
  nChanged 1
		SP:Iteration 46Q (113408.250000 sec): 3 clusters
  Score: Raw -394715.600998 + Penalty 2798.412945 = -391917.188054
  nChanged 3
		SP:Iteration 47Q (113408.450000 sec): 3 clusters
  Score: Raw -394716.678814 + Penalty 2798.412945 = -391918.265869
  nChanged 6
		SP:Iteration 48Q (113408.610000 sec): 3 clusters
  Score: Raw -394717.621308 + Penalty 2798.412945 = -391919.208363
  nChanged 4
		SP:Iteration 49Q (113408.770000 sec): 3 clusters
  Score: Raw -394718.339422 + Penalty 2798.412945 = -391919.926477
  nChanged 4
		SP:Iteration 50Q (113408.920000 sec): 3 clusters
  Score: Raw -394719.231676 + Penalty 2798.412945 = -391920.818731
  nChanged 2
		SP:Iteration 51Q (113409.080000 sec): 3 clusters
  Score: Raw -394719.654254 + Penalty 2798.412945 = -391921.241309
  nChanged 3
		SP:Iteration 52Q (113409.240000 sec): 3 clusters
  Score: Raw -394720.188996 + Penalty 2798.412945 = -391921.776052
  nChanged 2
		SP:Iteration 53Q (113409.400000 sec): 3 clusters
  Score: Raw -394721.280007 + Penalty 2798.412945 = -391922.867062
  nChanged 5
		SP:Iteration 54Q (113409.550000 sec): 3 clusters
  Score: Raw -394722.993269 + Penalty 2798.412945 = -391924.580324
  nChanged 8
		SP:Iteration 55Q (113409.710000 sec): 3 clusters
  Score: Raw -394725.010343 + Penalty 2798.412945 = -391926.597399
  nChanged 10
		SP:Iteration 56Q (113409.870000 sec): 3 clusters
  Score: Raw -394726.850087 + Penalty 2798.412945 = -391928.437142
  nChanged 11
		SP:Iteration 57Q (113410.020000 sec): 3 clusters
  Score: Raw -394729.564281 + Penalty 2798.412945 = -391931.151336
  nChanged 13
		SP:Iteration 58Q (113410.180000 sec): 3 clusters
  Score: Raw -394733.044015 + Penalty 2798.412945 = -391934.631070
  nChanged 11
		SP:Iteration 59Q (113410.340000 sec): 3 clusters
  Score: Raw -394736.626483 + Penalty 2798.412945 = -391938.213538
  nChanged 16
		SP:Iteration 60F (113410.490000 sec): 3 clusters
  Score: Raw -394740.040710 + Penalty 2798.412945 = -391941.627766
  nChanged 12
		SP:Iteration 61Q (113410.650000 sec): 3 clusters
  Score: Raw -394742.246332 + Penalty 2798.412945 = -391943.833387
  nChanged 13
		SP:Iteration 62Q (113410.810000 sec): 3 clusters
  Score: Raw -394744.538189 + Penalty 2798.412945 = -391946.125244
  nChanged 12
		SP:Iteration 63Q (113410.960000 sec): 3 clusters
  Score: Raw -394747.784560 + Penalty 2798.412945 = -391949.371615
  nChanged 15
		SP:Iteration 64Q (113411.120000 sec): 3 clusters
  Score: Raw -394753.788585 + Penalty 2798.412945 = -391955.375641
  nChanged 17
		SP:Iteration 65Q (113411.300000 sec): 3 clusters
  Score: Raw -394756.376569 + Penalty 2798.412945 = -391957.963624
  nChanged 8
		SP:Iteration 66Q (113411.470000 sec): 3 clusters
  Score: Raw -394757.567415 + Penalty 2798.412945 = -391959.154470
  nChanged 2
		SP:Iteration 67Q (113411.640000 sec): 3 clusters
  Score: Raw -394757.987143 + Penalty 2798.412945 = -391959.574198
  nChanged 4
		SP:Iteration 68Q (113411.820000 sec): 3 clusters
  Score: Raw -394758.553541 + Penalty 2798.412945 = -391960.140596
  nChanged 3
		SP:Iteration 69Q (113411.990000 sec): 3 clusters
  Score: Raw -394759.351406 + Penalty 2798.412945 = -391960.938461
  nChanged 8
		SP:Iteration 70Q (113412.160000 sec): 3 clusters
  Score: Raw -394762.349535 + Penalty 2798.412945 = -391963.936590
  nChanged 10
		SP:Iteration 71Q (113412.330000 sec): 3 clusters
  Score: Raw -394763.985409 + Penalty 2798.412945 = -391965.572464
  nChanged 6
		SP:Iteration 72Q (113412.500000 sec): 3 clusters
  Score: Raw -394765.521154 + Penalty 2798.412945 = -391967.108210
  nChanged 6
		SP:Iteration 73Q (113412.650000 sec): 3 clusters
  Score: Raw -394767.174010 + Penalty 2798.412945 = -391968.761066
  nChanged 10
		SP:Iteration 74Q (113412.850000 sec): 3 clusters
  Score: Raw -394771.008243 + Penalty 2798.412945 = -391972.595298
  nChanged 14
		SP:Iteration 75Q (113413.030000 sec): 3 clusters
  Score: Raw -394776.020414 + Penalty 2798.412945 = -391977.607469
  nChanged 12
		SP:Iteration 76Q (113413.200000 sec): 3 clusters
  Score: Raw -394779.786021 + Penalty 2798.412945 = -391981.373076
  nChanged 18
		SP:Iteration 77Q (113413.370000 sec): 3 clusters
  Score: Raw -394783.102520 + Penalty 2798.412945 = -391984.689575
  nChanged 6
		SP:Iteration 78Q (113413.480000 sec): 3 clusters
  Score: Raw -394784.447353 + Penalty 2798.412945 = -391986.034408
  nChanged 7
		SP:Iteration 79Q (113413.680000 sec): 3 clusters
  Score: Raw -394785.951790 + Penalty 2798.412945 = -391987.538845
  nChanged 8
		SP:Iteration 80F (113413.850000 sec): 3 clusters
  Score: Raw -394788.040797 + Penalty 2798.412945 = -391989.627852
  nChanged 5
		SP:Iteration 81Q (113414.020000 sec): 3 clusters
  Score: Raw -394789.873416 + Penalty 2798.412945 = -391991.460472
  nChanged 9
		SP:Iteration 82Q (113414.190000 sec): 3 clusters
  Score: Raw -394792.063519 + Penalty 2798.412945 = -391993.650574
  nChanged 7
		SP:Iteration 83Q (113414.370000 sec): 3 clusters
  Score: Raw -394793.732882 + Penalty 2798.412945 = -391995.319937
  nChanged 10
		SP:Iteration 84Q (113414.540000 sec): 3 clusters
  Score: Raw -394795.247130 + Penalty 2798.412945 = -391996.834185
  nChanged 8
		SP:Iteration 85Q (113414.710000 sec): 3 clusters
  Score: Raw -394797.042108 + Penalty 2798.412945 = -391998.629163
  nChanged 5
		SP:Iteration 86Q (113414.880000 sec): 3 clusters
  Score: Raw -394798.426971 + Penalty 2798.412945 = -392000.014027
  nChanged 10
		SP:Iteration 87Q (113415.060000 sec): 3 clusters
  Score: Raw -394802.074377 + Penalty 2798.412945 = -392003.661432
  nChanged 7
		SP:Iteration 88Q (113415.230000 sec): 3 clusters
  Score: Raw -394803.910180 + Penalty 2798.412945 = -392005.497235
  nChanged 9
		SP:Iteration 89Q (113415.400000 sec): 3 clusters
  Score: Raw -394807.612040 + Penalty 2798.412945 = -392009.199095
  nChanged 12
		SP:Iteration 90Q (113415.580000 sec): 3 clusters
  Score: Raw -394811.244184 + Penalty 2798.412945 = -392012.831239
  nChanged 21
		SP:Iteration 91Q (113415.750000 sec): 3 clusters
  Score: Raw -394819.107330 + Penalty 2798.412945 = -392020.694385
  nChanged 14
		SP:Iteration 92Q (113415.920000 sec): 3 clusters
  Score: Raw -394822.471861 + Penalty 2798.412945 = -392024.058916
  nChanged 10
		SP:Iteration 93Q (113416.090000 sec): 3 clusters
  Score: Raw -394825.286432 + Penalty 2798.412945 = -392026.873488
  nChanged 9
		SP:Iteration 94Q (113416.270000 sec): 3 clusters
  Score: Raw -394826.697522 + Penalty 2798.412945 = -392028.284577
  nChanged 6
		SP:Iteration 95Q (113416.480000 sec): 3 clusters
  Score: Raw -394827.548990 + Penalty 2798.412945 = -392029.136045
  nChanged 4
		SP:Iteration 96Q (113416.650000 sec): 3 clusters
  Score: Raw -394827.928874 + Penalty 2798.412945 = -392029.515930
  nChanged 3
		SP:Iteration 97Q (113416.830000 sec): 3 clusters
  Score: Raw -394828.185933 + Penalty 2798.412945 = -392029.772988
  nChanged 0
		SP:Iteration 98F (113417.000000 sec): 3 clusters
  Score: Raw -394828.185933 + Penalty 2798.412945 = -392029.772988
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (4212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113417.100000 sec): 2 clusters
  Score: Raw -359554.186758 + Penalty 1356.175092 = -358198.011666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113417.270000 sec): 3 clusters
  Score: Raw -357406.165145 + Penalty 2712.350184 = -354693.814962
  nChanged 1661
		SP:Iteration 1F (113417.450000 sec): 3 clusters
  Score: Raw -358545.405082 + Penalty 2712.350184 = -355833.054898
  nChanged 444
		SP:Iteration 2F (113417.630000 sec): 3 clusters
  Score: Raw -359038.739720 + Penalty 2712.350184 = -356326.389536
  nChanged 374
		SP:Iteration 3F (113417.800000 sec): 3 clusters
  Score: Raw -359483.325857 + Penalty 2712.350184 = -356770.975673
  nChanged 298
		SP:Iteration 4F (113417.980000 sec): 3 clusters
  Score: Raw -359774.630559 + Penalty 2712.350184 = -357062.280375
  nChanged 208
		SP:Iteration 5Q (113418.150000 sec): 3 clusters
  Score: Raw -359919.885722 + Penalty 2712.350184 = -357207.535538
  nChanged 138
		SP:Iteration 6Q (113418.330000 sec): 3 clusters
  Score: Raw -360006.454604 + Penalty 2712.350184 = -357294.104420
  nChanged 109
		SP:Iteration 7Q (113418.510000 sec): 3 clusters
  Score: Raw -360058.814924 + Penalty 2712.350184 = -357346.464740
  nChanged 77
		SP:Iteration 8Q (113418.680000 sec): 3 clusters
  Score: Raw -360105.747420 + Penalty 2712.350184 = -357393.397236
  nChanged 83
		SP:Iteration 9Q (113418.850000 sec): 3 clusters
  Score: Raw -360156.300644 + Penalty 2712.350184 = -357443.950460
  nChanged 79
		SP:Iteration 10Q (113419.030000 sec): 3 clusters
  Score: Raw -360197.755120 + Penalty 2712.350184 = -357485.404936
  nChanged 64
		SP:Iteration 11Q (113419.210000 sec): 3 clusters
  Score: Raw -360222.625729 + Penalty 2712.350184 = -357510.275545
  nChanged 48
		SP:Iteration 12Q (113419.380000 sec): 3 clusters
  Score: Raw -360248.681345 + Penalty 2712.350184 = -357536.331162
  nChanged 52
		SP:Iteration 13Q (113419.560000 sec): 3 clusters
  Score: Raw -360271.359584 + Penalty 2712.350184 = -357559.009401
  nChanged 44
		SP:Iteration 14Q (113419.730000 sec): 3 clusters
  Score: Raw -360292.298356 + Penalty 2712.350184 = -357579.948172
  nChanged 39
		SP:Iteration 15Q (113419.910000 sec): 3 clusters
  Score: Raw -360306.298226 + Penalty 2712.350184 = -357593.948042
  nChanged 26
		SP:Iteration 16Q (113420.090000 sec): 3 clusters
  Score: Raw -360314.062311 + Penalty 2712.350184 = -357601.712127
  nChanged 18
		SP:Iteration 17Q (113420.260000 sec): 3 clusters
  Score: Raw -360320.845670 + Penalty 2712.350184 = -357608.495487
  nChanged 13
		SP:Iteration 18Q (113420.440000 sec): 3 clusters
  Score: Raw -360324.745431 + Penalty 2712.350184 = -357612.395247
  nChanged 14
		SP:Iteration 19Q (113420.610000 sec): 3 clusters
  Score: Raw -360329.511977 + Penalty 2712.350184 = -357617.161793
  nChanged 19
		SP:Iteration 20F (113420.810000 sec): 3 clusters
  Score: Raw -360333.730561 + Penalty 2712.350184 = -357621.380377
  nChanged 16
		SP:Iteration 21Q (113420.970000 sec): 3 clusters
  Score: Raw -360337.785892 + Penalty 2712.350184 = -357625.435708
  nChanged 8
		SP:Iteration 22Q (113421.140000 sec): 3 clusters
  Score: Raw -360339.752556 + Penalty 2712.350184 = -357627.402372
  nChanged 3
		SP:Iteration 23Q (113421.320000 sec): 3 clusters
  Score: Raw -360340.877585 + Penalty 2712.350184 = -357628.527402
  nChanged 4
		SP:Iteration 24Q (113421.490000 sec): 3 clusters
  Score: Raw -360341.846203 + Penalty 2712.350184 = -357629.496019
  nChanged 3
		SP:Iteration 25Q (113421.580000 sec): 3 clusters
  Score: Raw -360342.727415 + Penalty 2712.350184 = -357630.377231
  nChanged 2
		SP:Iteration 26Q (113421.660000 sec): 3 clusters
  Score: Raw -360343.103083 + Penalty 2712.350184 = -357630.752899
  nChanged 0
		SP:Iteration 27F (113421.750000 sec): 3 clusters
  Score: Raw -360343.103083 + Penalty 2712.350184 = -357630.752899
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113421.970000 sec): 2 clusters
  Score: Raw -2635279.031581 + Penalty 1666.475749 = -2633612.555832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113422.260000 sec): 3 clusters
  Score: Raw -2617945.546959 + Penalty 3332.951498 = -2614612.595462
  nChanged 13016
		SP:Iteration 1F (113422.570000 sec): 3 clusters
  Score: Raw -2626891.030147 + Penalty 3332.951498 = -2623558.078649
  nChanged 2221
		SP:Iteration 2F (113422.970000 sec): 3 clusters
  Score: Raw -2628335.573848 + Penalty 3332.951498 = -2625002.622350
  nChanged 2094
		SP:Iteration 3F (113423.350000 sec): 3 clusters
  Score: Raw -2629454.404513 + Penalty 3332.951498 = -2626121.453015
  nChanged 1699
		SP:Iteration 4F (113423.740000 sec): 3 clusters
  Score: Raw -2630233.559226 + Penalty 3332.951498 = -2626900.607728
  nChanged 1433
		SP:Iteration 5F (113424.200000 sec): 3 clusters
  Score: Raw -2630818.573849 + Penalty 3332.951498 = -2627485.622351
  nChanged 1182
		SP:Iteration 6Q (113424.630000 sec): 3 clusters
  Score: Raw -2631290.208795 + Penalty 3332.951498 = -2627957.257298
  nChanged 1054
		SP:Iteration 7Q (113425.060000 sec): 3 clusters
  Score: Raw -2631695.764399 + Penalty 3332.951498 = -2628362.812901
  nChanged 964
		SP:Iteration 8Q (113425.480000 sec): 3 clusters
  Score: Raw -2632085.311461 + Penalty 3332.951498 = -2628752.359963
  nChanged 944
		SP:Iteration 9Q (113425.930000 sec): 3 clusters
  Score: Raw -2632474.747473 + Penalty 3332.951498 = -2629141.795975
  nChanged 942
		SP:Iteration 10Q (113426.240000 sec): 3 clusters
  Score: Raw -2632881.350120 + Penalty 3332.951498 = -2629548.398622
  nChanged 920
		SP:Iteration 11Q (113426.720000 sec): 3 clusters
  Score: Raw -2633289.063009 + Penalty 3332.951498 = -2629956.111511
  nChanged 846
		SP:Iteration 12Q (113427.140000 sec): 3 clusters
  Score: Raw -2633665.423132 + Penalty 3332.951498 = -2630332.471634
  nChanged 760
		SP:Iteration 13Q (113427.570000 sec): 3 clusters
  Score: Raw -2634015.767072 + Penalty 3332.951498 = -2630682.815574
  nChanged 705
		SP:Iteration 14Q (113427.970000 sec): 3 clusters
  Score: Raw -2634335.057223 + Penalty 3332.951498 = -2631002.105725
  nChanged 620
		SP:Iteration 15Q (113428.360000 sec): 3 clusters
  Score: Raw -2634616.044822 + Penalty 3332.951498 = -2631283.093324
  nChanged 560
		SP:Iteration 16Q (113428.780000 sec): 3 clusters
  Score: Raw -2634878.415319 + Penalty 3332.951498 = -2631545.463821
  nChanged 482
		SP:Iteration 17Q (113429.200000 sec): 3 clusters
  Score: Raw -2635115.393243 + Penalty 3332.951498 = -2631782.441745
  nChanged 414
		SP:Iteration 18Q (113429.630000 sec): 3 clusters
  Score: Raw -2635322.493185 + Penalty 3332.951498 = -2631989.541687
  nChanged 330
		SP:Iteration 19Q (113429.980000 sec): 3 clusters
  Score: Raw -2635489.329025 + Penalty 3332.951498 = -2632156.377528
  nChanged 264
		SP:Iteration 20F (113430.460000 sec): 3 clusters
  Score: Raw -2635630.021011 + Penalty 3332.951498 = -2632297.069514
  nChanged 203
		SP:Iteration 21Q (113430.890000 sec): 3 clusters
  Score: Raw -2635729.406748 + Penalty 3332.951498 = -2632396.455250
  nChanged 163
		SP:Iteration 22Q (113431.240000 sec): 3 clusters
  Score: Raw -2635817.478036 + Penalty 3332.951498 = -2632484.526538
  nChanged 135
		SP:Iteration 23Q (113431.620000 sec): 3 clusters
  Score: Raw -2635885.361931 + Penalty 3332.951498 = -2632552.410433
  nChanged 127
		SP:Iteration 24Q (113431.980000 sec): 3 clusters
  Score: Raw -2635939.914232 + Penalty 3332.951498 = -2632606.962734
  nChanged 106
		SP:Iteration 25Q (113432.360000 sec): 3 clusters
  Score: Raw -2635986.959932 + Penalty 3332.951498 = -2632654.008434
  nChanged 71
		SP:Iteration 26Q (113432.720000 sec): 3 clusters
  Score: Raw -2636015.709552 + Penalty 3332.951498 = -2632682.758054
  nChanged 66
		SP:Iteration 27Q (113433.070000 sec): 3 clusters
  Score: Raw -2636043.273492 + Penalty 3332.951498 = -2632710.321994
  nChanged 56
		SP:Iteration 28Q (113433.410000 sec): 3 clusters
  Score: Raw -2636069.140204 + Penalty 3332.951498 = -2632736.188706
  nChanged 61
		SP:Iteration 29Q (113433.750000 sec): 3 clusters
  Score: Raw -2636100.997563 + Penalty 3332.951498 = -2632768.046066
  nChanged 49
		SP:Iteration 30Q (113434.100000 sec): 3 clusters
  Score: Raw -2636128.176712 + Penalty 3332.951498 = -2632795.225214
  nChanged 53
		SP:Iteration 31Q (113434.440000 sec): 3 clusters
  Score: Raw -2636154.990642 + Penalty 3332.951498 = -2632822.039144
  nChanged 42
		SP:Iteration 32Q (113434.790000 sec): 3 clusters
  Score: Raw -2636167.505609 + Penalty 3332.951498 = -2632834.554111
  nChanged 34
		SP:Iteration 33Q (113435.170000 sec): 3 clusters
  Score: Raw -2636179.430080 + Penalty 3332.951498 = -2632846.478582
  nChanged 39
		SP:Iteration 34Q (113435.520000 sec): 3 clusters
  Score: Raw -2636191.306441 + Penalty 3332.951498 = -2632858.354943
  nChanged 24
		SP:Iteration 35Q (113435.870000 sec): 3 clusters
  Score: Raw -2636200.061355 + Penalty 3332.951498 = -2632867.109857
  nChanged 30
		SP:Iteration 36Q (113436.210000 sec): 3 clusters
  Score: Raw -2636211.122021 + Penalty 3332.951498 = -2632878.170523
  nChanged 22
		SP:Iteration 37Q (113436.560000 sec): 3 clusters
  Score: Raw -2636218.273525 + Penalty 3332.951498 = -2632885.322027
  nChanged 16
		SP:Iteration 38Q (113436.900000 sec): 3 clusters
  Score: Raw -2636224.600423 + Penalty 3332.951498 = -2632891.648925
  nChanged 20
		SP:Iteration 39Q (113437.240000 sec): 3 clusters
  Score: Raw -2636231.410279 + Penalty 3332.951498 = -2632898.458782
  nChanged 13
		SP:Iteration 40F (113437.630000 sec): 3 clusters
  Score: Raw -2636235.527538 + Penalty 3332.951498 = -2632902.576040
  nChanged 11
		SP:Iteration 41Q (113438.020000 sec): 3 clusters
  Score: Raw -2636238.566713 + Penalty 3332.951498 = -2632905.615215
  nChanged 10
		SP:Iteration 42Q (113438.370000 sec): 3 clusters
  Score: Raw -2636242.964672 + Penalty 3332.951498 = -2632910.013174
  nChanged 11
		SP:Iteration 43Q (113438.710000 sec): 3 clusters
  Score: Raw -2636247.638729 + Penalty 3332.951498 = -2632914.687231
  nChanged 9
		SP:Iteration 44Q (113439.060000 sec): 3 clusters
  Score: Raw -2636250.426964 + Penalty 3332.951498 = -2632917.475466
  nChanged 8
		SP:Iteration 45Q (113439.400000 sec): 3 clusters
  Score: Raw -2636253.368700 + Penalty 3332.951498 = -2632920.417202
  nChanged 6
		SP:Iteration 46Q (113439.750000 sec): 3 clusters
  Score: Raw -2636254.537956 + Penalty 3332.951498 = -2632921.586458
  nChanged 2
		SP:Iteration 47Q (113440.090000 sec): 3 clusters
  Score: Raw -2636255.627736 + Penalty 3332.951498 = -2632922.676238
  nChanged 4
		SP:Iteration 48Q (113440.440000 sec): 3 clusters
  Score: Raw -2636256.664079 + Penalty 3332.951498 = -2632923.712581
  nChanged 6
		SP:Iteration 49Q (113440.780000 sec): 3 clusters
  Score: Raw -2636258.087914 + Penalty 3332.951498 = -2632925.136417
  nChanged 4
		SP:Iteration 50Q (113441.130000 sec): 3 clusters
  Score: Raw -2636259.525260 + Penalty 3332.951498 = -2632926.573762
  nChanged 3
		SP:Iteration 51Q (113441.480000 sec): 3 clusters
  Score: Raw -2636260.376435 + Penalty 3332.951498 = -2632927.424937
  nChanged 4
		SP:Iteration 52Q (113441.820000 sec): 3 clusters
  Score: Raw -2636261.491471 + Penalty 3332.951498 = -2632928.539973
  nChanged 2
		SP:Iteration 53Q (113442.170000 sec): 3 clusters
  Score: Raw -2636261.856614 + Penalty 3332.951498 = -2632928.905116
  nChanged 1
		SP:Iteration 54Q (113442.510000 sec): 3 clusters
  Score: Raw -2636261.957931 + Penalty 3332.951498 = -2632929.006433
  nChanged 2
		SP:Iteration 55Q (113442.860000 sec): 3 clusters
  Score: Raw -2636262.388330 + Penalty 3332.951498 = -2632929.436832
  nChanged 2
		SP:Iteration 56Q (113443.200000 sec): 3 clusters
  Score: Raw -2636263.264012 + Penalty 3332.951498 = -2632930.312514
  nChanged 5
		SP:Iteration 57Q (113443.550000 sec): 3 clusters
  Score: Raw -2636264.803638 + Penalty 3332.951498 = -2632931.852140
  nChanged 3
		SP:Iteration 58Q (113443.900000 sec): 3 clusters
  Score: Raw -2636266.437221 + Penalty 3332.951498 = -2632933.485723
  nChanged 7
		SP:Iteration 59Q (113444.240000 sec): 3 clusters
  Score: Raw -2636269.070640 + Penalty 3332.951498 = -2632936.119142
  nChanged 8
		SP:Iteration 60F (113444.620000 sec): 3 clusters
  Score: Raw -2636274.404892 + Penalty 3332.951498 = -2632941.453394
  nChanged 15
		SP:Iteration 61Q (113444.970000 sec): 3 clusters
  Score: Raw -2636279.603803 + Penalty 3332.951498 = -2632946.652305
  nChanged 9
		SP:Iteration 62Q (113445.320000 sec): 3 clusters
  Score: Raw -2636283.452204 + Penalty 3332.951498 = -2632950.500706
  nChanged 15
		SP:Iteration 63Q (113445.660000 sec): 3 clusters
  Score: Raw -2636293.729814 + Penalty 3332.951498 = -2632960.778316
  nChanged 20
		SP:Iteration 64Q (113446.010000 sec): 3 clusters
  Score: Raw -2636304.596948 + Penalty 3332.951498 = -2632971.645450
  nChanged 18
		SP:Iteration 65Q (113446.360000 sec): 3 clusters
  Score: Raw -2636311.545443 + Penalty 3332.951498 = -2632978.593945
  nChanged 15
		SP:Iteration 66Q (113446.700000 sec): 3 clusters
  Score: Raw -2636316.828525 + Penalty 3332.951498 = -2632983.877028
  nChanged 18
		SP:Iteration 67Q (113447.050000 sec): 3 clusters
  Score: Raw -2636322.664172 + Penalty 3332.951498 = -2632989.712674
  nChanged 9
		SP:Iteration 68Q (113447.390000 sec): 3 clusters
  Score: Raw -2636324.706532 + Penalty 3332.951498 = -2632991.755034
  nChanged 8
		SP:Iteration 69Q (113447.740000 sec): 3 clusters
  Score: Raw -2636326.773774 + Penalty 3332.951498 = -2632993.822276
  nChanged 4
		SP:Iteration 70Q (113448.090000 sec): 3 clusters
  Score: Raw -2636328.047192 + Penalty 3332.951498 = -2632995.095694
  nChanged 6
		SP:Iteration 71Q (113448.460000 sec): 3 clusters
  Score: Raw -2636329.825479 + Penalty 3332.951498 = -2632996.873981
  nChanged 8
		SP:Iteration 72Q (113448.820000 sec): 3 clusters
  Score: Raw -2636331.680684 + Penalty 3332.951498 = -2632998.729186
  nChanged 6
		SP:Iteration 73Q (113449.210000 sec): 3 clusters
  Score: Raw -2636332.780411 + Penalty 3332.951498 = -2632999.828913
  nChanged 2
		SP:Iteration 74Q (113449.550000 sec): 3 clusters
  Score: Raw -2636333.089874 + Penalty 3332.951498 = -2633000.138376
  nChanged 1
		SP:Iteration 75Q (113449.890000 sec): 3 clusters
  Score: Raw -2636333.374386 + Penalty 3332.951498 = -2633000.422888
  nChanged 3
		SP:Iteration 76Q (113450.240000 sec): 3 clusters
  Score: Raw -2636333.778686 + Penalty 3332.951498 = -2633000.827189
  nChanged 0
		SP:Iteration 77F (113450.630000 sec): 3 clusters
  Score: Raw -2636333.778686 + Penalty 3332.951498 = -2633000.827189
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (4908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113450.710000 sec): 2 clusters
  Score: Raw -357326.829888 + Penalty 1381.026043 = -355945.803845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113450.890000 sec): 3 clusters
  Score: Raw -354903.900396 + Penalty 2762.052087 = -352141.848310
  nChanged 1985
		SP:Iteration 1F (113451.060000 sec): 3 clusters
  Score: Raw -356354.210794 + Penalty 2762.052087 = -353592.158707
  nChanged 489
		SP:Iteration 2F (113451.240000 sec): 3 clusters
  Score: Raw -356790.561795 + Penalty 2762.052087 = -354028.509708
  nChanged 379
		SP:Iteration 3F (113451.410000 sec): 3 clusters
  Score: Raw -357172.725208 + Penalty 2762.052087 = -354410.673121
  nChanged 338
		SP:Iteration 4F (113451.590000 sec): 3 clusters
  Score: Raw -357487.522216 + Penalty 2762.052087 = -354725.470129
  nChanged 295
		SP:Iteration 5F (113451.760000 sec): 3 clusters
  Score: Raw -357701.854851 + Penalty 2762.052087 = -354939.802764
  nChanged 203
		SP:Iteration 6Q (113451.940000 sec): 3 clusters
  Score: Raw -357828.700858 + Penalty 2762.052087 = -355066.648771
  nChanged 142
		SP:Iteration 7Q (113452.110000 sec): 3 clusters
  Score: Raw -357919.578992 + Penalty 2762.052087 = -355157.526905
  nChanged 127
		SP:Iteration 8Q (113452.290000 sec): 3 clusters
  Score: Raw -357985.949926 + Penalty 2762.052087 = -355223.897839
  nChanged 99
		SP:Iteration 9Q (113452.470000 sec): 3 clusters
  Score: Raw -358032.636826 + Penalty 2762.052087 = -355270.584739
  nChanged 89
		SP:Iteration 10Q (113452.710000 sec): 3 clusters
  Score: Raw -358070.455460 + Penalty 2762.052087 = -355308.403373
  nChanged 75
		SP:Iteration 11Q (113452.900000 sec): 3 clusters
  Score: Raw -358103.167141 + Penalty 2762.052087 = -355341.115054
  nChanged 61
		SP:Iteration 12Q (113453.070000 sec): 3 clusters
  Score: Raw -358135.604171 + Penalty 2762.052087 = -355373.552084
  nChanged 67
		SP:Iteration 13Q (113453.250000 sec): 3 clusters
  Score: Raw -358169.313067 + Penalty 2762.052087 = -355407.260980
  nChanged 61
		SP:Iteration 14Q (113453.430000 sec): 3 clusters
  Score: Raw -358197.161292 + Penalty 2762.052087 = -355435.109205
  nChanged 46
		SP:Iteration 15Q (113453.600000 sec): 3 clusters
  Score: Raw -358218.615028 + Penalty 2762.052087 = -355456.562941
  nChanged 58
		SP:Iteration 16Q (113453.780000 sec): 3 clusters
  Score: Raw -358242.952029 + Penalty 2762.052087 = -355480.899942
  nChanged 62
		SP:Iteration 17Q (113453.950000 sec): 3 clusters
  Score: Raw -358270.512497 + Penalty 2762.052087 = -355508.460410
  nChanged 63
		SP:Iteration 18Q (113454.130000 sec): 3 clusters
  Score: Raw -358296.122140 + Penalty 2762.052087 = -355534.070053
  nChanged 60
		SP:Iteration 19Q (113454.300000 sec): 3 clusters
  Score: Raw -358317.741465 + Penalty 2762.052087 = -355555.689379
  nChanged 51
		SP:Iteration 20F (113454.480000 sec): 3 clusters
  Score: Raw -358337.965431 + Penalty 2762.052087 = -355575.913344
  nChanged 47
		SP:Iteration 21Q (113454.650000 sec): 3 clusters
  Score: Raw -358358.694895 + Penalty 2762.052087 = -355596.642808
  nChanged 44
		SP:Iteration 22Q (113454.830000 sec): 3 clusters
  Score: Raw -358371.529352 + Penalty 2762.052087 = -355609.477265
  nChanged 36
		SP:Iteration 23Q (113455.010000 sec): 3 clusters
  Score: Raw -358380.787730 + Penalty 2762.052087 = -355618.735643
  nChanged 18
		SP:Iteration 24Q (113455.180000 sec): 3 clusters
  Score: Raw -358386.250786 + Penalty 2762.052087 = -355624.198699
  nChanged 20
		SP:Iteration 25Q (113455.350000 sec): 3 clusters
  Score: Raw -358393.299103 + Penalty 2762.052087 = -355631.247016
  nChanged 23
		SP:Iteration 26Q (113455.530000 sec): 3 clusters
  Score: Raw -358399.635269 + Penalty 2762.052087 = -355637.583182
  nChanged 34
		SP:Iteration 27Q (113455.710000 sec): 3 clusters
  Score: Raw -358411.231316 + Penalty 2762.052087 = -355649.179230
  nChanged 31
		SP:Iteration 28Q (113455.880000 sec): 3 clusters
  Score: Raw -358419.040267 + Penalty 2762.052087 = -355656.988180
  nChanged 25
		SP:Iteration 29Q (113456.050000 sec): 3 clusters
  Score: Raw -358427.577299 + Penalty 2762.052087 = -355665.525212
  nChanged 25
		SP:Iteration 30Q (113456.230000 sec): 3 clusters
  Score: Raw -358435.370357 + Penalty 2762.052087 = -355673.318270
  nChanged 19
		SP:Iteration 31Q (113456.410000 sec): 3 clusters
  Score: Raw -358440.925603 + Penalty 2762.052087 = -355678.873516
  nChanged 18
		SP:Iteration 32Q (113456.580000 sec): 3 clusters
  Score: Raw -358445.349064 + Penalty 2762.052087 = -355683.296977
  nChanged 13
		SP:Iteration 33Q (113456.760000 sec): 3 clusters
  Score: Raw -358449.038763 + Penalty 2762.052087 = -355686.986676
  nChanged 9
		SP:Iteration 34Q (113456.930000 sec): 3 clusters
  Score: Raw -358453.003256 + Penalty 2762.052087 = -355690.951169
  nChanged 17
		SP:Iteration 35Q (113457.110000 sec): 3 clusters
  Score: Raw -358456.324196 + Penalty 2762.052087 = -355694.272109
  nChanged 7
		SP:Iteration 36Q (113457.280000 sec): 3 clusters
  Score: Raw -358457.934571 + Penalty 2762.052087 = -355695.882484
  nChanged 7
		SP:Iteration 37Q (113457.460000 sec): 3 clusters
  Score: Raw -358459.752355 + Penalty 2762.052087 = -355697.700268
  nChanged 6
		SP:Iteration 38Q (113457.630000 sec): 3 clusters
  Score: Raw -358461.218275 + Penalty 2762.052087 = -355699.166189
  nChanged 8
		SP:Iteration 39Q (113457.810000 sec): 3 clusters
  Score: Raw -358463.856803 + Penalty 2762.052087 = -355701.804717
  nChanged 6
		SP:Iteration 40F (113457.980000 sec): 3 clusters
  Score: Raw -358465.480182 + Penalty 2762.052087 = -355703.428095
  nChanged 5
		SP:Iteration 41Q (113458.160000 sec): 3 clusters
  Score: Raw -358467.065228 + Penalty 2762.052087 = -355705.013141
  nChanged 8
		SP:Iteration 42Q (113458.330000 sec): 3 clusters
  Score: Raw -358468.339188 + Penalty 2762.052087 = -355706.287101
  nChanged 4
		SP:Iteration 43Q (113458.510000 sec): 3 clusters
  Score: Raw -358469.771105 + Penalty 2762.052087 = -355707.719018
  nChanged 9
		SP:Iteration 44Q (113458.690000 sec): 3 clusters
  Score: Raw -358472.088034 + Penalty 2762.052087 = -355710.035947
  nChanged 12
		SP:Iteration 45Q (113458.860000 sec): 3 clusters
  Score: Raw -358474.094692 + Penalty 2762.052087 = -355712.042605
  nChanged 13
		SP:Iteration 46Q (113459.030000 sec): 3 clusters
  Score: Raw -358476.780577 + Penalty 2762.052087 = -355714.728491
  nChanged 11
		SP:Iteration 47Q (113459.210000 sec): 3 clusters
  Score: Raw -358479.252028 + Penalty 2762.052087 = -355717.199941
  nChanged 11
		SP:Iteration 48Q (113459.390000 sec): 3 clusters
  Score: Raw -358483.146031 + Penalty 2762.052087 = -355721.093944
  nChanged 15
		SP:Iteration 49Q (113459.560000 sec): 3 clusters
  Score: Raw -358486.562636 + Penalty 2762.052087 = -355724.510549
  nChanged 12
		SP:Iteration 50Q (113459.780000 sec): 3 clusters
  Score: Raw -358489.747932 + Penalty 2762.052087 = -355727.695845
  nChanged 12
		SP:Iteration 51Q (113459.960000 sec): 3 clusters
  Score: Raw -358492.474866 + Penalty 2762.052087 = -355730.422780
  nChanged 10
		SP:Iteration 52Q (113460.100000 sec): 3 clusters
  Score: Raw -358494.755675 + Penalty 2762.052087 = -355732.703588
  nChanged 5
		SP:Iteration 53Q (113460.280000 sec): 3 clusters
  Score: Raw -358495.803069 + Penalty 2762.052087 = -355733.750982
  nChanged 5
		SP:Iteration 54Q (113460.450000 sec): 3 clusters
  Score: Raw -358497.401056 + Penalty 2762.052087 = -355735.348969
  nChanged 9
		SP:Iteration 55Q (113460.630000 sec): 3 clusters
  Score: Raw -358499.984153 + Penalty 2762.052087 = -355737.932066
  nChanged 5
		SP:Iteration 56Q (113460.800000 sec): 3 clusters
  Score: Raw -358501.236218 + Penalty 2762.052087 = -355739.184131
  nChanged 4
		SP:Iteration 57Q (113460.980000 sec): 3 clusters
  Score: Raw -358501.891109 + Penalty 2762.052087 = -355739.839022
  nChanged 5
		SP:Iteration 58Q (113461.150000 sec): 3 clusters
  Score: Raw -358502.819797 + Penalty 2762.052087 = -355740.767710
  nChanged 5
		SP:Iteration 59Q (113461.330000 sec): 3 clusters
  Score: Raw -358503.973240 + Penalty 2762.052087 = -355741.921153
  nChanged 5
		SP:Iteration 60F (113461.500000 sec): 3 clusters
  Score: Raw -358505.301498 + Penalty 2762.052087 = -355743.249411
  nChanged 5
		SP:Iteration 61Q (113461.680000 sec): 3 clusters
  Score: Raw -358506.808965 + Penalty 2762.052087 = -355744.756879
  nChanged 2
		SP:Iteration 62Q (113461.850000 sec): 3 clusters
  Score: Raw -358507.637183 + Penalty 2762.052087 = -355745.585096
  nChanged 4
		SP:Iteration 63Q (113462.030000 sec): 3 clusters
  Score: Raw -358508.235240 + Penalty 2762.052087 = -355746.183153
  nChanged 3
		SP:Iteration 64Q (113462.210000 sec): 3 clusters
  Score: Raw -358508.756619 + Penalty 2762.052087 = -355746.704533
  nChanged 3
		SP:Iteration 65Q (113462.380000 sec): 3 clusters
  Score: Raw -358509.115788 + Penalty 2762.052087 = -355747.063701
  nChanged 1
		SP:Iteration 66Q (113462.550000 sec): 3 clusters
  Score: Raw -358509.173150 + Penalty 2762.052087 = -355747.121063
  nChanged 0
		SP:Iteration 67F (113462.730000 sec): 3 clusters
  Score: Raw -358509.173150 + Penalty 2762.052087 = -355747.121063
  nChanged 0
Iteration 99Q (113618.260000 sec): 108 clusters
  Score: Raw -46971982.702138 + Penalty 230740.289130 = -46741242.413008
  nChanged 22221
Deleting Class 2 (729 points): Lose 1824.047700 but Gain 2156.451300
Iteration 100F (113823.270000 sec): 107 clusters
  Score: Raw -46985781.837511 + Penalty 228583.837830 = -46757197.999682
  nChanged 19373
Iteration 101Q (113979.620000 sec): 107 clusters
  Score: Raw -46994544.104851 + Penalty 228583.837830 = -46765960.267021
  nChanged 11751
Iteration 102Q (114132.090000 sec): 107 clusters
  Score: Raw -46998984.748349 + Penalty 228583.837830 = -46770400.910519
  nChanged 8998
Iteration 103Q (114287.760000 sec): 107 clusters
  Score: Raw -47002109.387951 + Penalty 228583.837830 = -46773525.550121
  nChanged 7533
Iteration 104Q (114437.830000 sec): 107 clusters
  Score: Raw -47004535.153183 + Penalty 228583.837830 = -46775951.315353
  nChanged 6543
Iteration 105Q (114592.670000 sec): 107 clusters
  Score: Raw -47006514.954967 + Penalty 228583.837830 = -46777931.117138
  nChanged 5827
Iteration 106Q (114744.830000 sec): 107 clusters
  Score: Raw -47008263.503273 + Penalty 228583.837830 = -46779679.665444
  nChanged 5191
Iteration 107Q (114898.720000 sec): 107 clusters
  Score: Raw -47009931.330273 + Penalty 228583.837830 = -46781347.492443
  nChanged 4726
Iteration 108Q (115055.360000 sec): 107 clusters
  Score: Raw -47011341.320069 + Penalty 228583.837830 = -46782757.482240
  nChanged 4294
Iteration 109Q (115208.810000 sec): 107 clusters
  Score: Raw -47012529.354394 + Penalty 228583.837830 = -46783945.516564
  nChanged 3824
Iteration 110Q (115366.510000 sec): 107 clusters
  Score: Raw -47013399.572537 + Penalty 228583.837830 = -46784815.734707
  nChanged 3551
Iteration 111Q (115521.110000 sec): 107 clusters
  Score: Raw -47014118.336707 + Penalty 228583.837830 = -46785534.498877
  nChanged 3171
Iteration 112Q (115678.150000 sec): 107 clusters
  Score: Raw -47014734.714045 + Penalty 228583.837830 = -46786150.876215
  nChanged 2906
Iteration 113Q (115833.390000 sec): 107 clusters
  Score: Raw -47015260.704445 + Penalty 228583.837830 = -46786676.866616
  nChanged 2676
Iteration 114Q (115985.020000 sec): 107 clusters
  Score: Raw -47015735.038048 + Penalty 228583.837830 = -46787151.200218
  nChanged 2451
Iteration 115Q (116140.480000 sec): 107 clusters
  Score: Raw -47016157.019772 + Penalty 228583.837830 = -46787573.181943
  nChanged 2296
Iteration 116Q (116293.420000 sec): 107 clusters
  Score: Raw -47016546.746211 + Penalty 228583.837830 = -46787962.908381
  nChanged 2182
Iteration 117Q (116446.080000 sec): 107 clusters
  Score: Raw -47016911.008242 + Penalty 228583.837830 = -46788327.170412
  nChanged 2106
Iteration 118Q (116599.560000 sec): 107 clusters
  Score: Raw -47017244.821023 + Penalty 228583.837830 = -46788660.983193
  nChanged 1980
Iteration 119Q (116756.270000 sec): 107 clusters
  Score: Raw -47017545.425736 + Penalty 228583.837830 = -46788961.587906
  nChanged 1868
Iteration 120F (116963.250000 sec): 107 clusters
  Score: Raw -47018088.879775 + Penalty 228583.837830 = -46789505.041946
  nChanged 2008
Iteration 121Q (117120.480000 sec): 107 clusters
  Score: Raw -47018499.190246 + Penalty 228583.837830 = -46789915.352416
  nChanged 1963
Iteration 122Q (117275.260000 sec): 107 clusters
  Score: Raw -47018850.574730 + Penalty 228583.837830 = -46790266.736900
  nChanged 1808
Iteration 123Q (117427.700000 sec): 107 clusters
  Score: Raw -47019155.235497 + Penalty 228583.837830 = -46790571.397668
  nChanged 1717
Iteration 124Q (117583.810000 sec): 107 clusters
  Score: Raw -47019431.726120 + Penalty 228583.837830 = -46790847.888290
  nChanged 1627
Iteration 125Q (117738.460000 sec): 107 clusters
  Score: Raw -47019691.676268 + Penalty 228583.837830 = -46791107.838438
  nChanged 1571
Iteration 126Q (117892.830000 sec): 107 clusters
  Score: Raw -47019938.193711 + Penalty 228583.837830 = -46791354.355881
  nChanged 1442
Iteration 127Q (118047.520000 sec): 107 clusters
  Score: Raw -47020152.716145 + Penalty 228583.837830 = -46791568.878315
  nChanged 1344
Iteration 128Q (118203.640000 sec): 107 clusters
  Score: Raw -47020348.182527 + Penalty 228583.837830 = -46791764.344697
  nChanged 1238
Iteration 129Q (118354.820000 sec): 107 clusters
  Score: Raw -47020527.344617 + Penalty 228583.837830 = -46791943.506788
  nChanged 1193
Iteration 130Q (118509.380000 sec): 107 clusters
  Score: Raw -47020697.673226 + Penalty 228583.837830 = -46792113.835396
  nChanged 1127
Iteration 131Q (118666.830000 sec): 107 clusters
  Score: Raw -47020853.255490 + Penalty 228583.837830 = -46792269.417660
  nChanged 1066
Iteration 132Q (118823.300000 sec): 107 clusters
  Score: Raw -47020999.519956 + Penalty 228583.837830 = -46792415.682127
  nChanged 1019
Iteration 133Q (118977.870000 sec): 107 clusters
  Score: Raw -47021136.645633 + Penalty 228583.837830 = -46792552.807804
  nChanged 960
Iteration 134Q (119134.720000 sec): 107 clusters
  Score: Raw -47021266.328768 + Penalty 228583.837830 = -46792682.490939
  nChanged 946
Iteration 135Q (119290.440000 sec): 107 clusters
  Score: Raw -47021389.036509 + Penalty 228583.837830 = -46792805.198680
  nChanged 903
Iteration 136Q (119444.990000 sec): 107 clusters
  Score: Raw -47021504.596268 + Penalty 228583.837830 = -46792920.758438
  nChanged 863
Iteration 137Q (119599.770000 sec): 107 clusters
  Score: Raw -47021614.686247 + Penalty 228583.837830 = -46793030.848418
  nChanged 875
Iteration 138Q (119754.490000 sec): 107 clusters
  Score: Raw -47021731.373228 + Penalty 228583.837830 = -46793147.535399
  nChanged 841
Writing temp clu file 
Because OldScore, -46793030.848418, is greater than current (better) Score,-46793147.535399 
 Compute initial score before splitting:   Score: Raw -47021731.373228 + Penalty 228583.837830 = -46793147.535399
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (3996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119754.630000 sec): 2 clusters
  Score: Raw -279821.537713 + Penalty 1347.620485 = -278473.917228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119754.790000 sec): 3 clusters
  Score: Raw -277856.947624 + Penalty 2695.240970 = -275161.706654
  nChanged 1540
		SP:Iteration 1F (119754.970000 sec): 3 clusters
  Score: Raw -278901.666941 + Penalty 2695.240970 = -276206.425970
  nChanged 373
		SP:Iteration 2F (119755.140000 sec): 3 clusters
  Score: Raw -279213.575833 + Penalty 2695.240970 = -276518.334862
  nChanged 304
		SP:Iteration 3F (119755.320000 sec): 3 clusters
  Score: Raw -279472.283945 + Penalty 2695.240970 = -276777.042974
  nChanged 245
		SP:Iteration 4F (119755.490000 sec): 3 clusters
  Score: Raw -279675.236665 + Penalty 2695.240970 = -276979.995695
  nChanged 215
		SP:Iteration 5F (119755.670000 sec): 3 clusters
  Score: Raw -279831.196950 + Penalty 2695.240970 = -277135.955980
  nChanged 164
		SP:Iteration 6Q (119755.850000 sec): 3 clusters
  Score: Raw -279938.180421 + Penalty 2695.240970 = -277242.939451
  nChanged 128
		SP:Iteration 7Q (119756.020000 sec): 3 clusters
  Score: Raw -280017.687353 + Penalty 2695.240970 = -277322.446383
  nChanged 86
		SP:Iteration 8Q (119756.200000 sec): 3 clusters
  Score: Raw -280064.138030 + Penalty 2695.240970 = -277368.897059
  nChanged 61
		SP:Iteration 9Q (119756.370000 sec): 3 clusters
  Score: Raw -280102.585284 + Penalty 2695.240970 = -277407.344314
  nChanged 71
		SP:Iteration 10Q (119756.550000 sec): 3 clusters
  Score: Raw -280143.553167 + Penalty 2695.240970 = -277448.312196
  nChanged 57
		SP:Iteration 11Q (119756.730000 sec): 3 clusters
  Score: Raw -280181.641761 + Penalty 2695.240970 = -277486.400790
  nChanged 65
		SP:Iteration 12Q (119756.900000 sec): 3 clusters
  Score: Raw -280215.591275 + Penalty 2695.240970 = -277520.350305
  nChanged 60
		SP:Iteration 13Q (119757.080000 sec): 3 clusters
  Score: Raw -280252.312078 + Penalty 2695.240970 = -277557.071108
  nChanged 55
		SP:Iteration 14Q (119757.300000 sec): 3 clusters
  Score: Raw -280293.991292 + Penalty 2695.240970 = -277598.750322
  nChanged 58
		SP:Iteration 15Q (119757.370000 sec): 3 clusters
  Score: Raw -280331.981781 + Penalty 2695.240970 = -277636.740810
  nChanged 59
		SP:Iteration 16Q (119757.450000 sec): 3 clusters
  Score: Raw -280368.394025 + Penalty 2695.240970 = -277673.153055
  nChanged 46
		SP:Iteration 17Q (119757.530000 sec): 3 clusters
  Score: Raw -280391.203126 + Penalty 2695.240970 = -277695.962155
  nChanged 29
		SP:Iteration 18Q (119757.610000 sec): 3 clusters
  Score: Raw -280404.030391 + Penalty 2695.240970 = -277708.789421
  nChanged 25
		SP:Iteration 19Q (119757.680000 sec): 3 clusters
  Score: Raw -280411.942718 + Penalty 2695.240970 = -277716.701748
  nChanged 29
		SP:Iteration 20F (119757.760000 sec): 3 clusters
  Score: Raw -280426.207237 + Penalty 2695.240970 = -277730.966266
  nChanged 31
		SP:Iteration 21Q (119757.840000 sec): 3 clusters
  Score: Raw -280441.115476 + Penalty 2695.240970 = -277745.874506
  nChanged 39
		SP:Iteration 22Q (119757.910000 sec): 3 clusters
  Score: Raw -280456.588439 + Penalty 2695.240970 = -277761.347468
  nChanged 26
		SP:Iteration 23Q (119757.990000 sec): 3 clusters
  Score: Raw -280466.189190 + Penalty 2695.240970 = -277770.948220
  nChanged 19
		SP:Iteration 24Q (119758.070000 sec): 3 clusters
  Score: Raw -280475.384445 + Penalty 2695.240970 = -277780.143474
  nChanged 19
		SP:Iteration 25Q (119758.140000 sec): 3 clusters
  Score: Raw -280484.808863 + Penalty 2695.240970 = -277789.567893
  nChanged 23
		SP:Iteration 26Q (119758.220000 sec): 3 clusters
  Score: Raw -280492.946422 + Penalty 2695.240970 = -277797.705451
  nChanged 11
		SP:Iteration 27Q (119758.330000 sec): 3 clusters
  Score: Raw -280496.556316 + Penalty 2695.240970 = -277801.315346
  nChanged 10
		SP:Iteration 28Q (119758.510000 sec): 3 clusters
  Score: Raw -280500.065289 + Penalty 2695.240970 = -277804.824318
  nChanged 13
		SP:Iteration 29Q (119758.680000 sec): 3 clusters
  Score: Raw -280506.187438 + Penalty 2695.240970 = -277810.946467
  nChanged 15
		SP:Iteration 30Q (119758.860000 sec): 3 clusters
  Score: Raw -280511.868565 + Penalty 2695.240970 = -277816.627595
  nChanged 13
		SP:Iteration 31Q (119759.030000 sec): 3 clusters
  Score: Raw -280517.794238 + Penalty 2695.240970 = -277822.553268
  nChanged 10
		SP:Iteration 32Q (119759.210000 sec): 3 clusters
  Score: Raw -280523.210903 + Penalty 2695.240970 = -277827.969933
  nChanged 11
		SP:Iteration 33Q (119759.390000 sec): 3 clusters
  Score: Raw -280526.648871 + Penalty 2695.240970 = -277831.407901
  nChanged 12
		SP:Iteration 34Q (119759.560000 sec): 3 clusters
  Score: Raw -280530.692327 + Penalty 2695.240970 = -277835.451357
  nChanged 8
		SP:Iteration 35Q (119759.740000 sec): 3 clusters
  Score: Raw -280532.785130 + Penalty 2695.240970 = -277837.544160
  nChanged 8
		SP:Iteration 36Q (119759.910000 sec): 3 clusters
  Score: Raw -280534.726197 + Penalty 2695.240970 = -277839.485227
  nChanged 5
		SP:Iteration 37Q (119760.090000 sec): 3 clusters
  Score: Raw -280535.486250 + Penalty 2695.240970 = -277840.245279
  nChanged 2
		SP:Iteration 38Q (119760.260000 sec): 3 clusters
  Score: Raw -280537.066133 + Penalty 2695.240970 = -277841.825163
  nChanged 4
		SP:Iteration 39Q (119760.440000 sec): 3 clusters
  Score: Raw -280538.594218 + Penalty 2695.240970 = -277843.353248
  nChanged 6
		SP:Iteration 40F (119760.610000 sec): 3 clusters
  Score: Raw -280540.204441 + Penalty 2695.240970 = -277844.963471
  nChanged 4
		SP:Iteration 41Q (119760.790000 sec): 3 clusters
  Score: Raw -280541.807290 + Penalty 2695.240970 = -277846.566319
  nChanged 7
		SP:Iteration 42Q (119760.970000 sec): 3 clusters
  Score: Raw -280544.941992 + Penalty 2695.240970 = -277849.701021
  nChanged 8
		SP:Iteration 43Q (119761.140000 sec): 3 clusters
  Score: Raw -280548.712719 + Penalty 2695.240970 = -277853.471749
  nChanged 3
		SP:Iteration 44Q (119761.320000 sec): 3 clusters
  Score: Raw -280549.843711 + Penalty 2695.240970 = -277854.602740
  nChanged 4
		SP:Iteration 45Q (119761.490000 sec): 3 clusters
  Score: Raw -280551.437632 + Penalty 2695.240970 = -277856.196662
  nChanged 5
		SP:Iteration 46Q (119761.670000 sec): 3 clusters
  Score: Raw -280552.578523 + Penalty 2695.240970 = -277857.337552
  nChanged 2
		SP:Iteration 47Q (119761.850000 sec): 3 clusters
  Score: Raw -280552.948602 + Penalty 2695.240970 = -277857.707632
  nChanged 4
		SP:Iteration 48Q (119762.020000 sec): 3 clusters
  Score: Raw -280553.698021 + Penalty 2695.240970 = -277858.457050
  nChanged 8
		SP:Iteration 49Q (119762.200000 sec): 3 clusters
  Score: Raw -280555.316309 + Penalty 2695.240970 = -277860.075339
  nChanged 7
		SP:Iteration 50Q (119762.370000 sec): 3 clusters
  Score: Raw -280558.156190 + Penalty 2695.240970 = -277862.915220
  nChanged 4
		SP:Iteration 51Q (119762.550000 sec): 3 clusters
  Score: Raw -280560.097827 + Penalty 2695.240970 = -277864.856857
  nChanged 8
		SP:Iteration 52Q (119762.730000 sec): 3 clusters
  Score: Raw -280563.058330 + Penalty 2695.240970 = -277867.817360
  nChanged 7
		SP:Iteration 53Q (119762.900000 sec): 3 clusters
  Score: Raw -280564.835621 + Penalty 2695.240970 = -277869.594651
  nChanged 5
		SP:Iteration 54Q (119763.070000 sec): 3 clusters
  Score: Raw -280566.165469 + Penalty 2695.240970 = -277870.924499
  nChanged 4
		SP:Iteration 55Q (119763.250000 sec): 3 clusters
  Score: Raw -280566.948748 + Penalty 2695.240970 = -277871.707777
  nChanged 4
		SP:Iteration 56Q (119763.430000 sec): 3 clusters
  Score: Raw -280568.532193 + Penalty 2695.240970 = -277873.291223
  nChanged 7
		SP:Iteration 57Q (119763.600000 sec): 3 clusters
  Score: Raw -280572.222911 + Penalty 2695.240970 = -277876.981941
  nChanged 11
		SP:Iteration 58Q (119763.780000 sec): 3 clusters
  Score: Raw -280576.975641 + Penalty 2695.240970 = -277881.734671
  nChanged 15
		SP:Iteration 59Q (119763.950000 sec): 3 clusters
  Score: Raw -280583.439244 + Penalty 2695.240970 = -277888.198274
  nChanged 20
		SP:Iteration 60F (119764.130000 sec): 3 clusters
  Score: Raw -280592.041672 + Penalty 2695.240970 = -277896.800701
  nChanged 18
		SP:Iteration 61Q (119764.310000 sec): 3 clusters
  Score: Raw -280598.979005 + Penalty 2695.240970 = -277903.738035
  nChanged 21
		SP:Iteration 62Q (119764.480000 sec): 3 clusters
  Score: Raw -280606.825139 + Penalty 2695.240970 = -277911.584169
  nChanged 17
		SP:Iteration 63Q (119764.650000 sec): 3 clusters
  Score: Raw -280614.550767 + Penalty 2695.240970 = -277919.309797
  nChanged 25
		SP:Iteration 64Q (119764.830000 sec): 3 clusters
  Score: Raw -280624.008809 + Penalty 2695.240970 = -277928.767839
  nChanged 26
		SP:Iteration 65Q (119765.000000 sec): 3 clusters
  Score: Raw -280633.350278 + Penalty 2695.240970 = -277938.109308
  nChanged 20
		SP:Iteration 66Q (119765.180000 sec): 3 clusters
  Score: Raw -280639.991280 + Penalty 2695.240970 = -277944.750310
  nChanged 20
		SP:Iteration 67Q (119765.350000 sec): 3 clusters
  Score: Raw -280648.776845 + Penalty 2695.240970 = -277953.535875
  nChanged 25
		SP:Iteration 68Q (119765.530000 sec): 3 clusters
  Score: Raw -280663.050204 + Penalty 2695.240970 = -277967.809234
  nChanged 34
		SP:Iteration 69Q (119765.710000 sec): 3 clusters
  Score: Raw -280679.671791 + Penalty 2695.240970 = -277984.430820
  nChanged 34
		SP:Iteration 70Q (119765.880000 sec): 3 clusters
  Score: Raw -280696.848172 + Penalty 2695.240970 = -278001.607201
  nChanged 27
		SP:Iteration 71Q (119766.060000 sec): 3 clusters
  Score: Raw -280714.286625 + Penalty 2695.240970 = -278019.045654
  nChanged 33
		SP:Iteration 72Q (119766.230000 sec): 3 clusters
  Score: Raw -280732.627814 + Penalty 2695.240970 = -278037.386844
  nChanged 23
		SP:Iteration 73Q (119766.410000 sec): 3 clusters
  Score: Raw -280741.294845 + Penalty 2695.240970 = -278046.053874
  nChanged 16
		SP:Iteration 74Q (119766.590000 sec): 3 clusters
  Score: Raw -280750.006322 + Penalty 2695.240970 = -278054.765351
  nChanged 22
		SP:Iteration 75Q (119766.760000 sec): 3 clusters
  Score: Raw -280758.465783 + Penalty 2695.240970 = -278063.224813
  nChanged 19
		SP:Iteration 76Q (119766.940000 sec): 3 clusters
  Score: Raw -280766.729772 + Penalty 2695.240970 = -278071.488802
  nChanged 14
		SP:Iteration 77Q (119767.110000 sec): 3 clusters
  Score: Raw -280772.243337 + Penalty 2695.240970 = -278077.002366
  nChanged 16
		SP:Iteration 78Q (119767.290000 sec): 3 clusters
  Score: Raw -280776.868891 + Penalty 2695.240970 = -278081.627920
  nChanged 9
		SP:Iteration 79Q (119767.460000 sec): 3 clusters
  Score: Raw -280778.804492 + Penalty 2695.240970 = -278083.563522
  nChanged 6
		SP:Iteration 80F (119767.640000 sec): 3 clusters
  Score: Raw -280780.369299 + Penalty 2695.240970 = -278085.128329
  nChanged 7
		SP:Iteration 81Q (119767.810000 sec): 3 clusters
  Score: Raw -280781.740141 + Penalty 2695.240970 = -278086.499171
  nChanged 8
		SP:Iteration 82Q (119767.990000 sec): 3 clusters
  Score: Raw -280783.288539 + Penalty 2695.240970 = -278088.047569
  nChanged 4
		SP:Iteration 83Q (119768.170000 sec): 3 clusters
  Score: Raw -280784.256585 + Penalty 2695.240970 = -278089.015614
  nChanged 1
		SP:Iteration 84Q (119768.340000 sec): 3 clusters
  Score: Raw -280784.897146 + Penalty 2695.240970 = -278089.656176
  nChanged 2
		SP:Iteration 85Q (119768.520000 sec): 3 clusters
  Score: Raw -280785.256792 + Penalty 2695.240970 = -278090.015822
  nChanged 2
		SP:Iteration 86Q (119768.690000 sec): 3 clusters
  Score: Raw -280785.512450 + Penalty 2695.240970 = -278090.271479
  nChanged 0
		SP:Iteration 87F (119768.870000 sec): 3 clusters
  Score: Raw -280785.512450 + Penalty 2695.240970 = -278090.271479
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (3070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119768.970000 sec): 2 clusters
  Score: Raw -248066.307589 + Penalty 1304.782837 = -246761.524753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119769.140000 sec): 3 clusters
  Score: Raw -246595.277742 + Penalty 2609.565673 = -243985.712069
  nChanged 1184
		SP:Iteration 1F (119769.320000 sec): 3 clusters
  Score: Raw -247379.030426 + Penalty 2609.565673 = -244769.464753
  nChanged 292
		SP:Iteration 2F (119769.490000 sec): 3 clusters
  Score: Raw -247688.662853 + Penalty 2609.565673 = -245079.097180
  nChanged 248
		SP:Iteration 3F (119769.670000 sec): 3 clusters
  Score: Raw -247961.099232 + Penalty 2609.565673 = -245351.533558
  nChanged 188
		SP:Iteration 4F (119769.850000 sec): 3 clusters
  Score: Raw -248125.283153 + Penalty 2609.565673 = -245515.717479
  nChanged 160
		SP:Iteration 5F (119770.020000 sec): 3 clusters
  Score: Raw -248266.945503 + Penalty 2609.565673 = -245657.379830
  nChanged 132
		SP:Iteration 6Q (119770.200000 sec): 3 clusters
  Score: Raw -248370.239056 + Penalty 2609.565673 = -245760.673382
  nChanged 104
		SP:Iteration 7Q (119770.370000 sec): 3 clusters
  Score: Raw -248442.671795 + Penalty 2609.565673 = -245833.106122
  nChanged 78
		SP:Iteration 8Q (119770.550000 sec): 3 clusters
  Score: Raw -248487.701953 + Penalty 2609.565673 = -245878.136280
  nChanged 57
		SP:Iteration 9Q (119770.730000 sec): 3 clusters
  Score: Raw -248523.013533 + Penalty 2609.565673 = -245913.447860
  nChanged 48
		SP:Iteration 10Q (119770.900000 sec): 3 clusters
  Score: Raw -248551.975310 + Penalty 2609.565673 = -245942.409637
  nChanged 39
		SP:Iteration 11Q (119771.080000 sec): 3 clusters
  Score: Raw -248574.949859 + Penalty 2609.565673 = -245965.384186
  nChanged 39
		SP:Iteration 12Q (119771.250000 sec): 3 clusters
  Score: Raw -248598.655002 + Penalty 2609.565673 = -245989.089329
  nChanged 38
		SP:Iteration 13Q (119771.430000 sec): 3 clusters
  Score: Raw -248620.197830 + Penalty 2609.565673 = -246010.632157
  nChanged 30
		SP:Iteration 14Q (119771.610000 sec): 3 clusters
  Score: Raw -248646.159470 + Penalty 2609.565673 = -246036.593796
  nChanged 34
		SP:Iteration 15Q (119771.780000 sec): 3 clusters
  Score: Raw -248675.047204 + Penalty 2609.565673 = -246065.481531
  nChanged 32
		SP:Iteration 16Q (119771.960000 sec): 3 clusters
  Score: Raw -248701.654381 + Penalty 2609.565673 = -246092.088708
  nChanged 35
		SP:Iteration 17Q (119772.130000 sec): 3 clusters
  Score: Raw -248731.778707 + Penalty 2609.565673 = -246122.213034
  nChanged 41
		SP:Iteration 18Q (119772.310000 sec): 3 clusters
  Score: Raw -248758.539625 + Penalty 2609.565673 = -246148.973951
  nChanged 27
		SP:Iteration 19Q (119772.490000 sec): 3 clusters
  Score: Raw -248770.566041 + Penalty 2609.565673 = -246161.000368
  nChanged 22
		SP:Iteration 20F (119772.660000 sec): 3 clusters
  Score: Raw -248783.076992 + Penalty 2609.565673 = -246173.511319
  nChanged 20
		SP:Iteration 21Q (119772.840000 sec): 3 clusters
  Score: Raw -248796.600714 + Penalty 2609.565673 = -246187.035041
  nChanged 21
		SP:Iteration 22Q (119773.010000 sec): 3 clusters
  Score: Raw -248808.230398 + Penalty 2609.565673 = -246198.664725
  nChanged 19
		SP:Iteration 23Q (119773.180000 sec): 3 clusters
  Score: Raw -248818.757572 + Penalty 2609.565673 = -246209.191899
  nChanged 14
		SP:Iteration 24Q (119773.350000 sec): 3 clusters
  Score: Raw -248829.187837 + Penalty 2609.565673 = -246219.622164
  nChanged 18
		SP:Iteration 25Q (119773.530000 sec): 3 clusters
  Score: Raw -248843.128733 + Penalty 2609.565673 = -246233.563060
  nChanged 18
		SP:Iteration 26Q (119773.710000 sec): 3 clusters
  Score: Raw -248859.780649 + Penalty 2609.565673 = -246250.214976
  nChanged 27
		SP:Iteration 27Q (119773.880000 sec): 3 clusters
  Score: Raw -248876.247177 + Penalty 2609.565673 = -246266.681504
  nChanged 23
		SP:Iteration 28Q (119774.060000 sec): 3 clusters
  Score: Raw -248890.678998 + Penalty 2609.565673 = -246281.113325
  nChanged 23
		SP:Iteration 29Q (119774.230000 sec): 3 clusters
  Score: Raw -248902.717580 + Penalty 2609.565673 = -246293.151907
  nChanged 20
		SP:Iteration 30Q (119774.410000 sec): 3 clusters
  Score: Raw -248916.224636 + Penalty 2609.565673 = -246306.658963
  nChanged 21
		SP:Iteration 31Q (119774.590000 sec): 3 clusters
  Score: Raw -248929.374736 + Penalty 2609.565673 = -246319.809063
  nChanged 18
		SP:Iteration 32Q (119774.760000 sec): 3 clusters
  Score: Raw -248941.223790 + Penalty 2609.565673 = -246331.658117
  nChanged 22
		SP:Iteration 33Q (119774.940000 sec): 3 clusters
  Score: Raw -248952.633318 + Penalty 2609.565673 = -246343.067645
  nChanged 15
		SP:Iteration 34Q (119775.110000 sec): 3 clusters
  Score: Raw -248958.936077 + Penalty 2609.565673 = -246349.370404
  nChanged 9
		SP:Iteration 35Q (119775.290000 sec): 3 clusters
  Score: Raw -248963.152256 + Penalty 2609.565673 = -246353.586582
  nChanged 10
		SP:Iteration 36Q (119775.490000 sec): 3 clusters
  Score: Raw -248966.736605 + Penalty 2609.565673 = -246357.170932
  nChanged 5
		SP:Iteration 37Q (119775.660000 sec): 3 clusters
  Score: Raw -248969.199837 + Penalty 2609.565673 = -246359.634164
  nChanged 10
		SP:Iteration 38Q (119775.840000 sec): 3 clusters
  Score: Raw -248972.417968 + Penalty 2609.565673 = -246362.852295
  nChanged 6
		SP:Iteration 39Q (119776.010000 sec): 3 clusters
  Score: Raw -248974.797995 + Penalty 2609.565673 = -246365.232322
  nChanged 7
		SP:Iteration 40F (119776.190000 sec): 3 clusters
  Score: Raw -248976.938755 + Penalty 2609.565673 = -246367.373081
  nChanged 6
		SP:Iteration 41Q (119776.360000 sec): 3 clusters
  Score: Raw -248979.771227 + Penalty 2609.565673 = -246370.205554
  nChanged 7
		SP:Iteration 42Q (119776.540000 sec): 3 clusters
  Score: Raw -248983.520630 + Penalty 2609.565673 = -246373.954957
  nChanged 11
		SP:Iteration 43Q (119776.710000 sec): 3 clusters
  Score: Raw -248989.171673 + Penalty 2609.565673 = -246379.605999
  nChanged 10
		SP:Iteration 44Q (119776.890000 sec): 3 clusters
  Score: Raw -248991.853950 + Penalty 2609.565673 = -246382.288277
  nChanged 0
		SP:Iteration 45F (119777.070000 sec): 3 clusters
  Score: Raw -248991.853950 + Penalty 2609.565673 = -246382.288277
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (4602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119777.190000 sec): 2 clusters
  Score: Raw -348433.256688 + Penalty 1370.565019 = -347062.691669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119777.380000 sec): 3 clusters
  Score: Raw -346141.104519 + Penalty 2741.130038 = -343399.974481
  nChanged 1847
		SP:Iteration 1F (119777.550000 sec): 3 clusters
  Score: Raw -347361.326799 + Penalty 2741.130038 = -344620.196761
  nChanged 476
		SP:Iteration 2F (119777.730000 sec): 3 clusters
  Score: Raw -347813.123365 + Penalty 2741.130038 = -345071.993327
  nChanged 402
		SP:Iteration 3F (119777.910000 sec): 3 clusters
  Score: Raw -348162.622773 + Penalty 2741.130038 = -345421.492735
  nChanged 319
		SP:Iteration 4F (119778.080000 sec): 3 clusters
  Score: Raw -348443.970948 + Penalty 2741.130038 = -345702.840910
  nChanged 241
		SP:Iteration 5F (119778.260000 sec): 3 clusters
  Score: Raw -348631.754791 + Penalty 2741.130038 = -345890.624753
  nChanged 171
		SP:Iteration 6Q (119778.430000 sec): 3 clusters
  Score: Raw -348755.192650 + Penalty 2741.130038 = -346014.062612
  nChanged 141
		SP:Iteration 7Q (119778.610000 sec): 3 clusters
  Score: Raw -348842.717383 + Penalty 2741.130038 = -346101.587345
  nChanged 118
		SP:Iteration 8Q (119778.790000 sec): 3 clusters
  Score: Raw -348905.576478 + Penalty 2741.130038 = -346164.446440
  nChanged 105
		SP:Iteration 9Q (119778.960000 sec): 3 clusters
  Score: Raw -348968.144142 + Penalty 2741.130038 = -346227.014104
  nChanged 86
		SP:Iteration 10Q (119779.140000 sec): 3 clusters
  Score: Raw -349012.991320 + Penalty 2741.130038 = -346271.861282
  nChanged 74
		SP:Iteration 11Q (119779.320000 sec): 3 clusters
  Score: Raw -349054.362573 + Penalty 2741.130038 = -346313.232535
  nChanged 73
		SP:Iteration 12Q (119779.490000 sec): 3 clusters
  Score: Raw -349091.826106 + Penalty 2741.130038 = -346350.696068
  nChanged 67
		SP:Iteration 13Q (119779.660000 sec): 3 clusters
  Score: Raw -349127.072553 + Penalty 2741.130038 = -346385.942515
  nChanged 70
		SP:Iteration 14Q (119779.840000 sec): 3 clusters
  Score: Raw -349169.141923 + Penalty 2741.130038 = -346428.011885
  nChanged 70
		SP:Iteration 15Q (119780.010000 sec): 3 clusters
  Score: Raw -349218.796109 + Penalty 2741.130038 = -346477.666071
  nChanged 81
		SP:Iteration 16Q (119780.190000 sec): 3 clusters
  Score: Raw -349282.418459 + Penalty 2741.130038 = -346541.288421
  nChanged 80
		SP:Iteration 17Q (119780.370000 sec): 3 clusters
  Score: Raw -349357.766028 + Penalty 2741.130038 = -346616.635990
  nChanged 80
		SP:Iteration 18Q (119780.540000 sec): 3 clusters
  Score: Raw -349424.510376 + Penalty 2741.130038 = -346683.380338
  nChanged 77
		SP:Iteration 19Q (119780.720000 sec): 3 clusters
  Score: Raw -349477.187777 + Penalty 2741.130038 = -346736.057739
  nChanged 77
		SP:Iteration 20F (119780.890000 sec): 3 clusters
  Score: Raw -349527.978890 + Penalty 2741.130038 = -346786.848852
  nChanged 76
		SP:Iteration 21Q (119781.070000 sec): 3 clusters
  Score: Raw -349571.318503 + Penalty 2741.130038 = -346830.188465
  nChanged 67
		SP:Iteration 22Q (119781.250000 sec): 3 clusters
  Score: Raw -349609.017220 + Penalty 2741.130038 = -346867.887182
  nChanged 59
		SP:Iteration 23Q (119781.430000 sec): 3 clusters
  Score: Raw -349637.743074 + Penalty 2741.130038 = -346896.613036
  nChanged 47
		SP:Iteration 24Q (119781.600000 sec): 3 clusters
  Score: Raw -349656.775391 + Penalty 2741.130038 = -346915.645353
  nChanged 44
		SP:Iteration 25Q (119781.770000 sec): 3 clusters
  Score: Raw -349675.113973 + Penalty 2741.130038 = -346933.983935
  nChanged 41
		SP:Iteration 26Q (119781.950000 sec): 3 clusters
  Score: Raw -349692.894171 + Penalty 2741.130038 = -346951.764133
  nChanged 37
		SP:Iteration 27Q (119782.130000 sec): 3 clusters
  Score: Raw -349706.407950 + Penalty 2741.130038 = -346965.277912
  nChanged 34
		SP:Iteration 28Q (119782.300000 sec): 3 clusters
  Score: Raw -349723.295024 + Penalty 2741.130038 = -346982.164986
  nChanged 37
		SP:Iteration 29Q (119782.480000 sec): 3 clusters
  Score: Raw -349740.946666 + Penalty 2741.130038 = -346999.816628
  nChanged 29
		SP:Iteration 30Q (119782.650000 sec): 3 clusters
  Score: Raw -349753.517353 + Penalty 2741.130038 = -347012.387315
  nChanged 24
		SP:Iteration 31Q (119782.830000 sec): 3 clusters
  Score: Raw -349764.332554 + Penalty 2741.130038 = -347023.202516
  nChanged 26
		SP:Iteration 32Q (119783.010000 sec): 3 clusters
  Score: Raw -349776.816281 + Penalty 2741.130038 = -347035.686243
  nChanged 31
		SP:Iteration 33Q (119783.180000 sec): 3 clusters
  Score: Raw -349790.515250 + Penalty 2741.130038 = -347049.385212
  nChanged 27
		SP:Iteration 34Q (119783.360000 sec): 3 clusters
  Score: Raw -349803.437126 + Penalty 2741.130038 = -347062.307088
  nChanged 29
		SP:Iteration 35Q (119783.530000 sec): 3 clusters
  Score: Raw -349814.292403 + Penalty 2741.130038 = -347073.162365
  nChanged 23
		SP:Iteration 36Q (119783.710000 sec): 3 clusters
  Score: Raw -349823.625729 + Penalty 2741.130038 = -347082.495691
  nChanged 20
		SP:Iteration 37Q (119783.880000 sec): 3 clusters
  Score: Raw -349831.957136 + Penalty 2741.130038 = -347090.827098
  nChanged 17
		SP:Iteration 38Q (119784.060000 sec): 3 clusters
  Score: Raw -349839.350270 + Penalty 2741.130038 = -347098.220232
  nChanged 12
		SP:Iteration 39Q (119784.240000 sec): 3 clusters
  Score: Raw -349843.411351 + Penalty 2741.130038 = -347102.281313
  nChanged 13
		SP:Iteration 40F (119784.410000 sec): 3 clusters
  Score: Raw -349849.576129 + Penalty 2741.130038 = -347108.446091
  nChanged 12
		SP:Iteration 41Q (119784.590000 sec): 3 clusters
  Score: Raw -349854.159029 + Penalty 2741.130038 = -347113.028991
  nChanged 13
		SP:Iteration 42Q (119784.760000 sec): 3 clusters
  Score: Raw -349858.782421 + Penalty 2741.130038 = -347117.652383
  nChanged 16
		SP:Iteration 43Q (119784.940000 sec): 3 clusters
  Score: Raw -349863.361514 + Penalty 2741.130038 = -347122.231476
  nChanged 15
		SP:Iteration 44Q (119785.120000 sec): 3 clusters
  Score: Raw -349869.287593 + Penalty 2741.130038 = -347128.157555
  nChanged 16
		SP:Iteration 45Q (119785.290000 sec): 3 clusters
  Score: Raw -349874.736420 + Penalty 2741.130038 = -347133.606382
  nChanged 13
		SP:Iteration 46Q (119785.470000 sec): 3 clusters
  Score: Raw -349880.585422 + Penalty 2741.130038 = -347139.455384
  nChanged 18
		SP:Iteration 47Q (119785.640000 sec): 3 clusters
  Score: Raw -349888.383274 + Penalty 2741.130038 = -347147.253236
  nChanged 22
		SP:Iteration 48Q (119785.820000 sec): 3 clusters
  Score: Raw -349897.384266 + Penalty 2741.130038 = -347156.254228
  nChanged 13
		SP:Iteration 49Q (119786.000000 sec): 3 clusters
  Score: Raw -349901.852224 + Penalty 2741.130038 = -347160.722186
  nChanged 11
		SP:Iteration 50Q (119786.170000 sec): 3 clusters
  Score: Raw -349905.471858 + Penalty 2741.130038 = -347164.341820
  nChanged 12
		SP:Iteration 51Q (119786.350000 sec): 3 clusters
  Score: Raw -349910.293140 + Penalty 2741.130038 = -347169.163102
  nChanged 9
		SP:Iteration 52Q (119786.520000 sec): 3 clusters
  Score: Raw -349913.341800 + Penalty 2741.130038 = -347172.211762
  nChanged 10
		SP:Iteration 53Q (119786.700000 sec): 3 clusters
  Score: Raw -349915.861831 + Penalty 2741.130038 = -347174.731793
  nChanged 10
		SP:Iteration 54Q (119786.880000 sec): 3 clusters
  Score: Raw -349918.795401 + Penalty 2741.130038 = -347177.665363
  nChanged 10
		SP:Iteration 55Q (119787.050000 sec): 3 clusters
  Score: Raw -349921.337641 + Penalty 2741.130038 = -347180.207603
  nChanged 5
		SP:Iteration 56Q (119787.230000 sec): 3 clusters
  Score: Raw -349922.408231 + Penalty 2741.130038 = -347181.278193
  nChanged 6
		SP:Iteration 57Q (119787.400000 sec): 3 clusters
  Score: Raw -349924.015071 + Penalty 2741.130038 = -347182.885033
  nChanged 5
		SP:Iteration 58Q (119787.580000 sec): 3 clusters
  Score: Raw -349925.395295 + Penalty 2741.130038 = -347184.265257
  nChanged 6
		SP:Iteration 59Q (119787.760000 sec): 3 clusters
  Score: Raw -349927.484582 + Penalty 2741.130038 = -347186.354544
  nChanged 5
		SP:Iteration 60F (119787.930000 sec): 3 clusters
  Score: Raw -349928.867661 + Penalty 2741.130038 = -347187.737623
  nChanged 4
		SP:Iteration 61Q (119788.110000 sec): 3 clusters
  Score: Raw -349930.078224 + Penalty 2741.130038 = -347188.948186
  nChanged 5
		SP:Iteration 62Q (119788.280000 sec): 3 clusters
  Score: Raw -349931.867480 + Penalty 2741.130038 = -347190.737442
  nChanged 3
		SP:Iteration 63Q (119788.460000 sec): 3 clusters
  Score: Raw -349933.229323 + Penalty 2741.130038 = -347192.099285
  nChanged 3
		SP:Iteration 64Q (119788.640000 sec): 3 clusters
  Score: Raw -349934.407192 + Penalty 2741.130038 = -347193.277154
  nChanged 5
		SP:Iteration 65Q (119788.810000 sec): 3 clusters
  Score: Raw -349935.608600 + Penalty 2741.130038 = -347194.478562
  nChanged 4
		SP:Iteration 66Q (119788.990000 sec): 3 clusters
  Score: Raw -349936.551394 + Penalty 2741.130038 = -347195.421356
  nChanged 4
		SP:Iteration 67Q (119789.160000 sec): 3 clusters
  Score: Raw -349937.603282 + Penalty 2741.130038 = -347196.473244
  nChanged 3
		SP:Iteration 68Q (119789.340000 sec): 3 clusters
  Score: Raw -349938.062511 + Penalty 2741.130038 = -347196.932473
  nChanged 3
		SP:Iteration 69Q (119789.510000 sec): 3 clusters
  Score: Raw -349938.898376 + Penalty 2741.130038 = -347197.768338
  nChanged 3
		SP:Iteration 70Q (119789.690000 sec): 3 clusters
  Score: Raw -349939.587530 + Penalty 2741.130038 = -347198.457492
  nChanged 5
		SP:Iteration 71Q (119789.860000 sec): 3 clusters
  Score: Raw -349940.839013 + Penalty 2741.130038 = -347199.708975
  nChanged 4
		SP:Iteration 72Q (119790.040000 sec): 3 clusters
  Score: Raw -349942.368597 + Penalty 2741.130038 = -347201.238560
  nChanged 5
		SP:Iteration 73Q (119790.220000 sec): 3 clusters
  Score: Raw -349944.064209 + Penalty 2741.130038 = -347202.934171
  nChanged 6
		SP:Iteration 74Q (119790.390000 sec): 3 clusters
  Score: Raw -349945.972924 + Penalty 2741.130038 = -347204.842886
  nChanged 5
		SP:Iteration 75Q (119790.570000 sec): 3 clusters
  Score: Raw -349947.443628 + Penalty 2741.130038 = -347206.313590
  nChanged 3
		SP:Iteration 76Q (119790.740000 sec): 3 clusters
  Score: Raw -349948.078006 + Penalty 2741.130038 = -347206.947968
  nChanged 1
		SP:Iteration 77Q (119790.920000 sec): 3 clusters
  Score: Raw -349948.158479 + Penalty 2741.130038 = -347207.028441
  nChanged 0
		SP:Iteration 78F (119791.100000 sec): 3 clusters
  Score: Raw -349948.158479 + Penalty 2741.130038 = -347207.028441
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 2.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (4159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119791.180000 sec): 2 clusters
  Score: Raw -323872.483738 + Penalty 1354.117365 = -322518.366373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119791.350000 sec): 3 clusters
  Score: Raw -321842.949290 + Penalty 2708.234730 = -319134.714559
  nChanged 1629
		SP:Iteration 1F (119791.530000 sec): 3 clusters
  Score: Raw -322934.999929 + Penalty 2708.234730 = -320226.765199
  nChanged 412
		SP:Iteration 2F (119791.700000 sec): 3 clusters
  Score: Raw -323292.036094 + Penalty 2708.234730 = -320583.801364
  nChanged 307
		SP:Iteration 3F (119791.880000 sec): 3 clusters
  Score: Raw -323558.993534 + Penalty 2708.234730 = -320850.758804
  nChanged 204
		SP:Iteration 4Q (119792.060000 sec): 3 clusters
  Score: Raw -323700.083287 + Penalty 2708.234730 = -320991.848557
  nChanged 141
		SP:Iteration 5Q (119792.230000 sec): 3 clusters
  Score: Raw -323794.974001 + Penalty 2708.234730 = -321086.739270
  nChanged 137
		SP:Iteration 6Q (119792.410000 sec): 3 clusters
  Score: Raw -323892.957954 + Penalty 2708.234730 = -321184.723223
  nChanged 114
		SP:Iteration 7Q (119792.580000 sec): 3 clusters
  Score: Raw -323954.458638 + Penalty 2708.234730 = -321246.223907
  nChanged 88
		SP:Iteration 8Q (119792.760000 sec): 3 clusters
  Score: Raw -324003.766664 + Penalty 2708.234730 = -321295.531934
  nChanged 79
		SP:Iteration 9Q (119792.940000 sec): 3 clusters
  Score: Raw -324042.072069 + Penalty 2708.234730 = -321333.837339
  nChanged 81
		SP:Iteration 10Q (119793.110000 sec): 3 clusters
  Score: Raw -324094.100955 + Penalty 2708.234730 = -321385.866225
  nChanged 86
		SP:Iteration 11Q (119793.290000 sec): 3 clusters
  Score: Raw -324162.014589 + Penalty 2708.234730 = -321453.779859
  nChanged 111
		SP:Iteration 12Q (119793.460000 sec): 3 clusters
  Score: Raw -324253.410212 + Penalty 2708.234730 = -321545.175482
  nChanged 115
		SP:Iteration 13Q (119793.640000 sec): 3 clusters
  Score: Raw -324360.375043 + Penalty 2708.234730 = -321652.140313
  nChanged 102
		SP:Iteration 14Q (119793.820000 sec): 3 clusters
  Score: Raw -324446.323945 + Penalty 2708.234730 = -321738.089215
  nChanged 106
		SP:Iteration 15Q (119793.990000 sec): 3 clusters
  Score: Raw -324524.934888 + Penalty 2708.234730 = -321816.700157
  nChanged 78
		SP:Iteration 16Q (119794.160000 sec): 3 clusters
  Score: Raw -324567.665897 + Penalty 2708.234730 = -321859.431167
  nChanged 67
		SP:Iteration 17Q (119794.340000 sec): 3 clusters
  Score: Raw -324603.969564 + Penalty 2708.234730 = -321895.734834
  nChanged 59
		SP:Iteration 18Q (119794.520000 sec): 3 clusters
  Score: Raw -324638.389409 + Penalty 2708.234730 = -321930.154679
  nChanged 49
		SP:Iteration 19Q (119794.690000 sec): 3 clusters
  Score: Raw -324660.828854 + Penalty 2708.234730 = -321952.594123
  nChanged 39
		SP:Iteration 20F (119794.870000 sec): 3 clusters
  Score: Raw -324676.859535 + Penalty 2708.234730 = -321968.624805
  nChanged 27
		SP:Iteration 21Q (119795.040000 sec): 3 clusters
  Score: Raw -324683.345920 + Penalty 2708.234730 = -321975.111190
  nChanged 14
		SP:Iteration 22Q (119795.220000 sec): 3 clusters
  Score: Raw -324687.947357 + Penalty 2708.234730 = -321979.712626
  nChanged 14
		SP:Iteration 23Q (119795.400000 sec): 3 clusters
  Score: Raw -324692.934488 + Penalty 2708.234730 = -321984.699758
  nChanged 19
		SP:Iteration 24Q (119795.570000 sec): 3 clusters
  Score: Raw -324700.651877 + Penalty 2708.234730 = -321992.417146
  nChanged 24
		SP:Iteration 25Q (119795.750000 sec): 3 clusters
  Score: Raw -324710.176358 + Penalty 2708.234730 = -322001.941627
  nChanged 22
		SP:Iteration 26Q (119795.920000 sec): 3 clusters
  Score: Raw -324717.961773 + Penalty 2708.234730 = -322009.727043
  nChanged 12
		SP:Iteration 27Q (119796.100000 sec): 3 clusters
  Score: Raw -324720.866211 + Penalty 2708.234730 = -322012.631481
  nChanged 7
		SP:Iteration 28Q (119796.280000 sec): 3 clusters
  Score: Raw -324722.085948 + Penalty 2708.234730 = -322013.851218
  nChanged 4
		SP:Iteration 29Q (119796.450000 sec): 3 clusters
  Score: Raw -324723.077630 + Penalty 2708.234730 = -322014.842899
  nChanged 4
		SP:Iteration 30Q (119796.630000 sec): 3 clusters
  Score: Raw -324723.786055 + Penalty 2708.234730 = -322015.551325
  nChanged 4
		SP:Iteration 31Q (119796.800000 sec): 3 clusters
  Score: Raw -324725.413108 + Penalty 2708.234730 = -322017.178377
  nChanged 5
		SP:Iteration 32Q (119796.980000 sec): 3 clusters
  Score: Raw -324726.869769 + Penalty 2708.234730 = -322018.635039
  nChanged 5
		SP:Iteration 33Q (119797.160000 sec): 3 clusters
  Score: Raw -324727.778757 + Penalty 2708.234730 = -322019.544026
  nChanged 7
		SP:Iteration 34Q (119797.330000 sec): 3 clusters
  Score: Raw -324730.005683 + Penalty 2708.234730 = -322021.770953
  nChanged 7
		SP:Iteration 35Q (119797.510000 sec): 3 clusters
  Score: Raw -324731.802553 + Penalty 2708.234730 = -322023.567822
  nChanged 8
		SP:Iteration 36Q (119797.680000 sec): 3 clusters
  Score: Raw -324734.210328 + Penalty 2708.234730 = -322025.975597
  nChanged 8
		SP:Iteration 37Q (119797.860000 sec): 3 clusters
  Score: Raw -324735.686635 + Penalty 2708.234730 = -322027.451905
  nChanged 9
		SP:Iteration 38Q (119798.040000 sec): 3 clusters
  Score: Raw -324737.877927 + Penalty 2708.234730 = -322029.643197
  nChanged 5
		SP:Iteration 39Q (119798.210000 sec): 3 clusters
  Score: Raw -324739.114437 + Penalty 2708.234730 = -322030.879707
  nChanged 3
		SP:Iteration 40F (119798.390000 sec): 3 clusters
  Score: Raw -324739.937137 + Penalty 2708.234730 = -322031.702407
  nChanged 5
		SP:Iteration 41Q (119798.560000 sec): 3 clusters
  Score: Raw -324741.615387 + Penalty 2708.234730 = -322033.380657
  nChanged 7
		SP:Iteration 42Q (119798.740000 sec): 3 clusters
  Score: Raw -324743.154140 + Penalty 2708.234730 = -322034.919410
  nChanged 4
		SP:Iteration 43Q (119798.920000 sec): 3 clusters
  Score: Raw -324744.807374 + Penalty 2708.234730 = -322036.572644
  nChanged 2
		SP:Iteration 44Q (119799.090000 sec): 3 clusters
  Score: Raw -324745.904092 + Penalty 2708.234730 = -322037.669361
  nChanged 5
		SP:Iteration 45Q (119799.270000 sec): 3 clusters
  Score: Raw -324747.234277 + Penalty 2708.234730 = -322038.999546
  nChanged 2
		SP:Iteration 46Q (119799.440000 sec): 3 clusters
  Score: Raw -324747.775016 + Penalty 2708.234730 = -322039.540286
  nChanged 1
		SP:Iteration 47Q (119799.620000 sec): 3 clusters
  Score: Raw -324748.360805 + Penalty 2708.234730 = -322040.126074
  nChanged 1
		SP:Iteration 48Q (119799.790000 sec): 3 clusters
  Score: Raw -324748.595919 + Penalty 2708.234730 = -322040.361188
  nChanged 1
		SP:Iteration 49Q (119799.970000 sec): 3 clusters
  Score: Raw -324748.993094 + Penalty 2708.234730 = -322040.758364
  nChanged 2
		SP:Iteration 50Q (119800.140000 sec): 3 clusters
  Score: Raw -324749.499034 + Penalty 2708.234730 = -322041.264303
  nChanged 1
		SP:Iteration 51Q (119800.320000 sec): 3 clusters
  Score: Raw -324749.667743 + Penalty 2708.234730 = -322041.433013
  nChanged 0
		SP:Iteration 52F (119800.500000 sec): 3 clusters
  Score: Raw -324749.667743 + Penalty 2708.234730 = -322041.433013
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (7233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119800.590000 sec): 2 clusters
  Score: Raw -622534.843145 + Penalty 1444.041490 = -621090.801655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119800.780000 sec): 3 clusters
  Score: Raw -618664.564424 + Penalty 2888.082979 = -615776.481445
  nChanged 3030
		SP:Iteration 1F (119800.970000 sec): 3 clusters
  Score: Raw -620609.327695 + Penalty 2888.082979 = -617721.244716
  nChanged 623
		SP:Iteration 2F (119801.150000 sec): 3 clusters
  Score: Raw -621075.320011 + Penalty 2888.082979 = -618187.237032
  nChanged 527
		SP:Iteration 3F (119801.340000 sec): 3 clusters
  Score: Raw -621444.329260 + Penalty 2888.082979 = -618556.246281
  nChanged 426
		SP:Iteration 4F (119801.520000 sec): 3 clusters
  Score: Raw -621718.663911 + Penalty 2888.082979 = -618830.580931
  nChanged 336
		SP:Iteration 5Q (119801.780000 sec): 3 clusters
  Score: Raw -621889.481945 + Penalty 2888.082979 = -619001.398966
  nChanged 243
		SP:Iteration 6Q (119801.940000 sec): 3 clusters
  Score: Raw -622034.180795 + Penalty 2888.082979 = -619146.097816
  nChanged 219
		SP:Iteration 7Q (119802.130000 sec): 3 clusters
  Score: Raw -622153.724574 + Penalty 2888.082979 = -619265.641595
  nChanged 189
		SP:Iteration 8Q (119802.310000 sec): 3 clusters
  Score: Raw -622258.745340 + Penalty 2888.082979 = -619370.662361
  nChanged 170
		SP:Iteration 9Q (119802.500000 sec): 3 clusters
  Score: Raw -622349.950971 + Penalty 2888.082979 = -619461.867992
  nChanged 158
		SP:Iteration 10Q (119802.680000 sec): 3 clusters
  Score: Raw -622433.685051 + Penalty 2888.082979 = -619545.602072
  nChanged 134
		SP:Iteration 11Q (119802.870000 sec): 3 clusters
  Score: Raw -622500.050526 + Penalty 2888.082979 = -619611.967547
  nChanged 135
		SP:Iteration 12Q (119803.060000 sec): 3 clusters
  Score: Raw -622563.088912 + Penalty 2888.082979 = -619675.005933
  nChanged 120
		SP:Iteration 13Q (119803.240000 sec): 3 clusters
  Score: Raw -622622.700918 + Penalty 2888.082979 = -619734.617939
  nChanged 107
		SP:Iteration 14Q (119803.430000 sec): 3 clusters
  Score: Raw -622683.814699 + Penalty 2888.082979 = -619795.731720
  nChanged 97
		SP:Iteration 15Q (119803.620000 sec): 3 clusters
  Score: Raw -622731.999772 + Penalty 2888.082979 = -619843.916793
  nChanged 79
		SP:Iteration 16Q (119803.800000 sec): 3 clusters
  Score: Raw -622772.831160 + Penalty 2888.082979 = -619884.748181
  nChanged 84
		SP:Iteration 17Q (119803.990000 sec): 3 clusters
  Score: Raw -622813.796595 + Penalty 2888.082979 = -619925.713616
  nChanged 72
		SP:Iteration 18Q (119804.180000 sec): 3 clusters
  Score: Raw -622845.700539 + Penalty 2888.082979 = -619957.617560
  nChanged 49
		SP:Iteration 19Q (119804.360000 sec): 3 clusters
  Score: Raw -622866.208854 + Penalty 2888.082979 = -619978.125875
  nChanged 44
		SP:Iteration 20F (119804.550000 sec): 3 clusters
  Score: Raw -622882.912461 + Penalty 2888.082979 = -619994.829482
  nChanged 40
		SP:Iteration 21Q (119804.740000 sec): 3 clusters
  Score: Raw -622897.550302 + Penalty 2888.082979 = -620009.467323
  nChanged 36
		SP:Iteration 22Q (119804.930000 sec): 3 clusters
  Score: Raw -622908.727891 + Penalty 2888.082979 = -620020.644912
  nChanged 22
		SP:Iteration 23Q (119805.110000 sec): 3 clusters
  Score: Raw -622915.361400 + Penalty 2888.082979 = -620027.278421
  nChanged 14
		SP:Iteration 24Q (119805.300000 sec): 3 clusters
  Score: Raw -622919.505093 + Penalty 2888.082979 = -620031.422114
  nChanged 6
		SP:Iteration 25Q (119805.500000 sec): 3 clusters
  Score: Raw -622921.599927 + Penalty 2888.082979 = -620033.516948
  nChanged 11
		SP:Iteration 26Q (119805.710000 sec): 3 clusters
  Score: Raw -622926.319760 + Penalty 2888.082979 = -620038.236780
  nChanged 10
		SP:Iteration 27Q (119805.910000 sec): 3 clusters
  Score: Raw -622929.105034 + Penalty 2888.082979 = -620041.022055
  nChanged 11
		SP:Iteration 28Q (119806.110000 sec): 3 clusters
  Score: Raw -622932.455093 + Penalty 2888.082979 = -620044.372113
  nChanged 9
		SP:Iteration 29Q (119806.320000 sec): 3 clusters
  Score: Raw -622934.682271 + Penalty 2888.082979 = -620046.599292
  nChanged 6
		SP:Iteration 30Q (119806.520000 sec): 3 clusters
  Score: Raw -622936.335363 + Penalty 2888.082979 = -620048.252384
  nChanged 14
		SP:Iteration 31Q (119806.720000 sec): 3 clusters
  Score: Raw -622941.661176 + Penalty 2888.082979 = -620053.578197
  nChanged 7
		SP:Iteration 32Q (119806.920000 sec): 3 clusters
  Score: Raw -622944.495585 + Penalty 2888.082979 = -620056.412606
  nChanged 9
		SP:Iteration 33Q (119807.120000 sec): 3 clusters
  Score: Raw -622948.348195 + Penalty 2888.082979 = -620060.265216
  nChanged 9
		SP:Iteration 34Q (119807.320000 sec): 3 clusters
  Score: Raw -622952.992326 + Penalty 2888.082979 = -620064.909346
  nChanged 11
		SP:Iteration 35Q (119807.530000 sec): 3 clusters
  Score: Raw -622957.351482 + Penalty 2888.082979 = -620069.268503
  nChanged 11
		SP:Iteration 36Q (119807.730000 sec): 3 clusters
  Score: Raw -622961.092132 + Penalty 2888.082979 = -620073.009152
  nChanged 8
		SP:Iteration 37Q (119807.930000 sec): 3 clusters
  Score: Raw -622965.022521 + Penalty 2888.082979 = -620076.939542
  nChanged 12
		SP:Iteration 38Q (119808.140000 sec): 3 clusters
  Score: Raw -622975.522394 + Penalty 2888.082979 = -620087.439415
  nChanged 25
		SP:Iteration 39Q (119808.340000 sec): 3 clusters
  Score: Raw -622987.629129 + Penalty 2888.082979 = -620099.546150
  nChanged 17
		SP:Iteration 40F (119808.540000 sec): 3 clusters
  Score: Raw -622994.475985 + Penalty 2888.082979 = -620106.393006
  nChanged 17
		SP:Iteration 41Q (119808.750000 sec): 3 clusters
  Score: Raw -623004.247303 + Penalty 2888.082979 = -620116.164323
  nChanged 17
		SP:Iteration 42Q (119808.950000 sec): 3 clusters
  Score: Raw -623013.199755 + Penalty 2888.082979 = -620125.116776
  nChanged 18
		SP:Iteration 43Q (119809.180000 sec): 3 clusters
  Score: Raw -623025.910557 + Penalty 2888.082979 = -620137.827578
  nChanged 26
		SP:Iteration 44Q (119809.400000 sec): 3 clusters
  Score: Raw -623045.093339 + Penalty 2888.082979 = -620157.010360
  nChanged 29
		SP:Iteration 45Q (119809.600000 sec): 3 clusters
  Score: Raw -623066.869667 + Penalty 2888.082979 = -620178.786688
  nChanged 32
		SP:Iteration 46Q (119809.810000 sec): 3 clusters
  Score: Raw -623087.232578 + Penalty 2888.082979 = -620199.149598
  nChanged 24
		SP:Iteration 47Q (119810.010000 sec): 3 clusters
  Score: Raw -623104.322426 + Penalty 2888.082979 = -620216.239447
  nChanged 26
		SP:Iteration 48Q (119810.210000 sec): 3 clusters
  Score: Raw -623122.799023 + Penalty 2888.082979 = -620234.716044
  nChanged 27
		SP:Iteration 49Q (119810.420000 sec): 3 clusters
  Score: Raw -623140.542248 + Penalty 2888.082979 = -620252.459268
  nChanged 26
		SP:Iteration 50Q (119810.620000 sec): 3 clusters
  Score: Raw -623157.896175 + Penalty 2888.082979 = -620269.813196
  nChanged 19
		SP:Iteration 51Q (119810.820000 sec): 3 clusters
  Score: Raw -623168.238654 + Penalty 2888.082979 = -620280.155675
  nChanged 15
		SP:Iteration 52Q (119811.020000 sec): 3 clusters
  Score: Raw -623180.123501 + Penalty 2888.082979 = -620292.040521
  nChanged 16
		SP:Iteration 53Q (119811.230000 sec): 3 clusters
  Score: Raw -623189.563196 + Penalty 2888.082979 = -620301.480217
  nChanged 15
		SP:Iteration 54Q (119811.430000 sec): 3 clusters
  Score: Raw -623196.524514 + Penalty 2888.082979 = -620308.441534
  nChanged 8
		SP:Iteration 55Q (119811.640000 sec): 3 clusters
  Score: Raw -623198.901047 + Penalty 2888.082979 = -620310.818067
  nChanged 1
		SP:Iteration 56Q (119811.840000 sec): 3 clusters
  Score: Raw -623199.143784 + Penalty 2888.082979 = -620311.060805
  nChanged 2
		SP:Iteration 57Q (119812.040000 sec): 3 clusters
  Score: Raw -623199.624187 + Penalty 2888.082979 = -620311.541208
  nChanged 4
		SP:Iteration 58Q (119812.240000 sec): 3 clusters
  Score: Raw -623200.798160 + Penalty 2888.082979 = -620312.715180
  nChanged 3
		SP:Iteration 59Q (119812.450000 sec): 3 clusters
  Score: Raw -623201.621748 + Penalty 2888.082979 = -620313.538769
  nChanged 0
		SP:Iteration 60F (119812.650000 sec): 3 clusters
  Score: Raw -623201.621748 + Penalty 2888.082979 = -620313.538769
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (8176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119812.740000 sec): 2 clusters
  Score: Raw -685247.404299 + Penalty 1463.955726 = -683783.448573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119812.950000 sec): 3 clusters
  Score: Raw -680698.428925 + Penalty 2927.911452 = -677770.517474
  nChanged 3493
		SP:Iteration 1F (119813.150000 sec): 3 clusters
  Score: Raw -683038.561028 + Penalty 2927.911452 = -680110.649576
  nChanged 853
		SP:Iteration 2F (119813.350000 sec): 3 clusters
  Score: Raw -684064.506848 + Penalty 2927.911452 = -681136.595396
  nChanged 822
		SP:Iteration 3F (119813.540000 sec): 3 clusters
  Score: Raw -685070.315853 + Penalty 2927.911452 = -682142.404402
  nChanged 657
		SP:Iteration 4F (119813.740000 sec): 3 clusters
  Score: Raw -685702.837933 + Penalty 2927.911452 = -682774.926482
  nChanged 442
		SP:Iteration 5F (119813.940000 sec): 3 clusters
  Score: Raw -686028.399794 + Penalty 2927.911452 = -683100.488343
  nChanged 288
		SP:Iteration 6Q (119814.140000 sec): 3 clusters
  Score: Raw -686213.326976 + Penalty 2927.911452 = -683285.415525
  nChanged 225
		SP:Iteration 7Q (119814.330000 sec): 3 clusters
  Score: Raw -686332.275880 + Penalty 2927.911452 = -683404.364429
  nChanged 152
		SP:Iteration 8Q (119814.530000 sec): 3 clusters
  Score: Raw -686404.945735 + Penalty 2927.911452 = -683477.034283
  nChanged 104
		SP:Iteration 9Q (119814.730000 sec): 3 clusters
  Score: Raw -686447.747552 + Penalty 2927.911452 = -683519.836101
  nChanged 78
		SP:Iteration 10Q (119814.920000 sec): 3 clusters
  Score: Raw -686470.104679 + Penalty 2927.911452 = -683542.193227
  nChanged 53
		SP:Iteration 11Q (119815.120000 sec): 3 clusters
  Score: Raw -686485.161865 + Penalty 2927.911452 = -683557.250414
  nChanged 40
		SP:Iteration 12Q (119815.360000 sec): 3 clusters
  Score: Raw -686496.952215 + Penalty 2927.911452 = -683569.040763
  nChanged 36
		SP:Iteration 13Q (119815.560000 sec): 3 clusters
  Score: Raw -686505.450000 + Penalty 2927.911452 = -683577.538548
  nChanged 23
		SP:Iteration 14Q (119815.760000 sec): 3 clusters
  Score: Raw -686510.705526 + Penalty 2927.911452 = -683582.794075
  nChanged 22
		SP:Iteration 15Q (119815.960000 sec): 3 clusters
  Score: Raw -686515.524529 + Penalty 2927.911452 = -683587.613077
  nChanged 19
		SP:Iteration 16Q (119816.150000 sec): 3 clusters
  Score: Raw -686521.271360 + Penalty 2927.911452 = -683593.359909
  nChanged 23
		SP:Iteration 17Q (119816.350000 sec): 3 clusters
  Score: Raw -686526.119225 + Penalty 2927.911452 = -683598.207773
  nChanged 20
		SP:Iteration 18Q (119816.550000 sec): 3 clusters
  Score: Raw -686531.224980 + Penalty 2927.911452 = -683603.313528
  nChanged 17
		SP:Iteration 19Q (119816.750000 sec): 3 clusters
  Score: Raw -686533.721828 + Penalty 2927.911452 = -683605.810376
  nChanged 13
		SP:Iteration 20F (119816.940000 sec): 3 clusters
  Score: Raw -686536.455869 + Penalty 2927.911452 = -683608.544418
  nChanged 10
		SP:Iteration 21Q (119817.180000 sec): 3 clusters
  Score: Raw -686538.874400 + Penalty 2927.911452 = -683610.962949
  nChanged 14
		SP:Iteration 22Q (119817.380000 sec): 3 clusters
  Score: Raw -686541.193669 + Penalty 2927.911452 = -683613.282217
  nChanged 14
		SP:Iteration 23Q (119817.580000 sec): 3 clusters
  Score: Raw -686543.377643 + Penalty 2927.911452 = -683615.466192
  nChanged 13
		SP:Iteration 24Q (119817.820000 sec): 3 clusters
  Score: Raw -686545.025653 + Penalty 2927.911452 = -683617.114202
  nChanged 11
		SP:Iteration 25Q (119818.020000 sec): 3 clusters
  Score: Raw -686546.466178 + Penalty 2927.911452 = -683618.554727
  nChanged 9
		SP:Iteration 26Q (119818.220000 sec): 3 clusters
  Score: Raw -686547.633764 + Penalty 2927.911452 = -683619.722312
  nChanged 8
		SP:Iteration 27Q (119818.420000 sec): 3 clusters
  Score: Raw -686548.924693 + Penalty 2927.911452 = -683621.013241
  nChanged 11
		SP:Iteration 28Q (119818.620000 sec): 3 clusters
  Score: Raw -686550.169553 + Penalty 2927.911452 = -683622.258102
  nChanged 7
		SP:Iteration 29Q (119818.810000 sec): 3 clusters
  Score: Raw -686551.739402 + Penalty 2927.911452 = -683623.827950
  nChanged 10
		SP:Iteration 30Q (119819.010000 sec): 3 clusters
  Score: Raw -686553.305386 + Penalty 2927.911452 = -683625.393934
  nChanged 6
		SP:Iteration 31Q (119819.300000 sec): 3 clusters
  Score: Raw -686555.290976 + Penalty 2927.911452 = -683627.379524
  nChanged 12
		SP:Iteration 32Q (119819.460000 sec): 3 clusters
  Score: Raw -686558.710886 + Penalty 2927.911452 = -683630.799434
  nChanged 17
		SP:Iteration 33Q (119819.650000 sec): 3 clusters
  Score: Raw -686563.146005 + Penalty 2927.911452 = -683635.234553
  nChanged 19
		SP:Iteration 34Q (119819.850000 sec): 3 clusters
  Score: Raw -686568.119421 + Penalty 2927.911452 = -683640.207969
  nChanged 19
		SP:Iteration 35Q (119820.050000 sec): 3 clusters
  Score: Raw -686572.714259 + Penalty 2927.911452 = -683644.802807
  nChanged 18
		SP:Iteration 36Q (119820.240000 sec): 3 clusters
  Score: Raw -686576.152269 + Penalty 2927.911452 = -683648.240818
  nChanged 16
		SP:Iteration 37Q (119820.440000 sec): 3 clusters
  Score: Raw -686578.551739 + Penalty 2927.911452 = -683650.640288
  nChanged 15
		SP:Iteration 38Q (119820.630000 sec): 3 clusters
  Score: Raw -686582.186570 + Penalty 2927.911452 = -683654.275118
  nChanged 18
		SP:Iteration 39Q (119820.830000 sec): 3 clusters
  Score: Raw -686586.650006 + Penalty 2927.911452 = -683658.738554
  nChanged 13
		SP:Iteration 40F (119821.030000 sec): 3 clusters
  Score: Raw -686589.547888 + Penalty 2927.911452 = -683661.636437
  nChanged 14
		SP:Iteration 41Q (119821.230000 sec): 3 clusters
  Score: Raw -686595.182789 + Penalty 2927.911452 = -683667.271337
  nChanged 22
		SP:Iteration 42Q (119821.420000 sec): 3 clusters
  Score: Raw -686603.239138 + Penalty 2927.911452 = -683675.327687
  nChanged 31
		SP:Iteration 43Q (119821.610000 sec): 3 clusters
  Score: Raw -686613.988815 + Penalty 2927.911452 = -683686.077363
  nChanged 24
		SP:Iteration 44Q (119821.810000 sec): 3 clusters
  Score: Raw -686625.649389 + Penalty 2927.911452 = -683697.737937
  nChanged 28
		SP:Iteration 45Q (119822.010000 sec): 3 clusters
  Score: Raw -686638.288318 + Penalty 2927.911452 = -683710.376866
  nChanged 37
		SP:Iteration 46Q (119822.200000 sec): 3 clusters
  Score: Raw -686654.127095 + Penalty 2927.911452 = -683726.215643
  nChanged 36
		SP:Iteration 47Q (119822.400000 sec): 3 clusters
  Score: Raw -686668.820284 + Penalty 2927.911452 = -683740.908833
  nChanged 37
		SP:Iteration 48Q (119822.590000 sec): 3 clusters
  Score: Raw -686688.444055 + Penalty 2927.911452 = -683760.532604
  nChanged 49
		SP:Iteration 49Q (119822.780000 sec): 3 clusters
  Score: Raw -686719.666979 + Penalty 2927.911452 = -683791.755527
  nChanged 42
		SP:Iteration 50Q (119822.990000 sec): 3 clusters
  Score: Raw -686740.369353 + Penalty 2927.911452 = -683812.457902
  nChanged 53
		SP:Iteration 51Q (119823.190000 sec): 3 clusters
  Score: Raw -686763.896128 + Penalty 2927.911452 = -683835.984676
  nChanged 55
		SP:Iteration 52Q (119823.380000 sec): 3 clusters
  Score: Raw -686787.071295 + Penalty 2927.911452 = -683859.159844
  nChanged 52
		SP:Iteration 53Q (119823.580000 sec): 3 clusters
  Score: Raw -686802.051424 + Penalty 2927.911452 = -683874.139972
  nChanged 37
		SP:Iteration 54Q (119823.770000 sec): 3 clusters
  Score: Raw -686812.691507 + Penalty 2927.911452 = -683884.780056
  nChanged 30
		SP:Iteration 55Q (119823.970000 sec): 3 clusters
  Score: Raw -686818.182703 + Penalty 2927.911452 = -683890.271251
  nChanged 29
		SP:Iteration 56Q (119824.170000 sec): 3 clusters
  Score: Raw -686822.766142 + Penalty 2927.911452 = -683894.854691
  nChanged 10
		SP:Iteration 57Q (119824.370000 sec): 3 clusters
  Score: Raw -686824.521345 + Penalty 2927.911452 = -683896.609893
  nChanged 11
		SP:Iteration 58Q (119824.560000 sec): 3 clusters
  Score: Raw -686826.311867 + Penalty 2927.911452 = -683898.400416
  nChanged 11
		SP:Iteration 59Q (119824.760000 sec): 3 clusters
  Score: Raw -686829.092328 + Penalty 2927.911452 = -683901.180877
  nChanged 14
		SP:Iteration 60F (119824.950000 sec): 3 clusters
  Score: Raw -686831.137702 + Penalty 2927.911452 = -683903.226250
  nChanged 10
		SP:Iteration 61Q (119825.150000 sec): 3 clusters
  Score: Raw -686832.654184 + Penalty 2927.911452 = -683904.742733
  nChanged 6
		SP:Iteration 62Q (119825.350000 sec): 3 clusters
  Score: Raw -686833.454500 + Penalty 2927.911452 = -683905.543048
  nChanged 7
		SP:Iteration 63Q (119825.550000 sec): 3 clusters
  Score: Raw -686834.391458 + Penalty 2927.911452 = -683906.480006
  nChanged 3
		SP:Iteration 64Q (119825.740000 sec): 3 clusters
  Score: Raw -686834.694378 + Penalty 2927.911452 = -683906.782927
  nChanged 4
		SP:Iteration 65Q (119825.940000 sec): 3 clusters
  Score: Raw -686835.117307 + Penalty 2927.911452 = -683907.205855
  nChanged 2
		SP:Iteration 66Q (119826.140000 sec): 3 clusters
  Score: Raw -686835.349104 + Penalty 2927.911452 = -683907.437652
  nChanged 0
		SP:Iteration 67F (119826.330000 sec): 3 clusters
  Score: Raw -686835.349104 + Penalty 2927.911452 = -683907.437652
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 108.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (4633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119826.450000 sec): 2 clusters
  Score: Raw -394631.919470 + Penalty 1371.655981 = -393260.263489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119826.620000 sec): 3 clusters
  Score: Raw -392312.867637 + Penalty 2743.311963 = -389569.555674
  nChanged 1824
		SP:Iteration 1F (119826.800000 sec): 3 clusters
  Score: Raw -393420.328825 + Penalty 2743.311963 = -390677.016862
  nChanged 363
		SP:Iteration 2F (119826.970000 sec): 3 clusters
  Score: Raw -393677.777511 + Penalty 2743.311963 = -390934.465548
  nChanged 298
		SP:Iteration 3F (119827.150000 sec): 3 clusters
  Score: Raw -393891.948874 + Penalty 2743.311963 = -391148.636912
  nChanged 256
		SP:Iteration 4F (119827.330000 sec): 3 clusters
  Score: Raw -394056.856025 + Penalty 2743.311963 = -391313.544062
  nChanged 194
		SP:Iteration 5Q (119827.500000 sec): 3 clusters
  Score: Raw -394165.488146 + Penalty 2743.311963 = -391422.176184
  nChanged 160
		SP:Iteration 6Q (119827.680000 sec): 3 clusters
  Score: Raw -394259.969217 + Penalty 2743.311963 = -391516.657254
  nChanged 134
		SP:Iteration 7Q (119827.850000 sec): 3 clusters
  Score: Raw -394338.747168 + Penalty 2743.311963 = -391595.435205
  nChanged 118
		SP:Iteration 8Q (119828.030000 sec): 3 clusters
  Score: Raw -394407.331866 + Penalty 2743.311963 = -391664.019904
  nChanged 108
		SP:Iteration 9Q (119828.210000 sec): 3 clusters
  Score: Raw -394481.107657 + Penalty 2743.311963 = -391737.795694
  nChanged 98
		SP:Iteration 10Q (119828.380000 sec): 3 clusters
  Score: Raw -394542.058153 + Penalty 2743.311963 = -391798.746190
  nChanged 88
		SP:Iteration 11Q (119828.550000 sec): 3 clusters
  Score: Raw -394585.205097 + Penalty 2743.311963 = -391841.893134
  nChanged 63
		SP:Iteration 12Q (119828.730000 sec): 3 clusters
  Score: Raw -394619.374929 + Penalty 2743.311963 = -391876.062966
  nChanged 64
		SP:Iteration 13Q (119828.910000 sec): 3 clusters
  Score: Raw -394654.931304 + Penalty 2743.311963 = -391911.619341
  nChanged 50
		SP:Iteration 14Q (119829.080000 sec): 3 clusters
  Score: Raw -394678.240104 + Penalty 2743.311963 = -391934.928141
  nChanged 40
		SP:Iteration 15Q (119829.260000 sec): 3 clusters
  Score: Raw -394700.053559 + Penalty 2743.311963 = -391956.741596
  nChanged 46
		SP:Iteration 16Q (119829.430000 sec): 3 clusters
  Score: Raw -394726.344455 + Penalty 2743.311963 = -391983.032492
  nChanged 40
		SP:Iteration 17Q (119829.610000 sec): 3 clusters
  Score: Raw -394758.912899 + Penalty 2743.311963 = -392015.600936
  nChanged 40
		SP:Iteration 18Q (119829.790000 sec): 3 clusters
  Score: Raw -394784.940737 + Penalty 2743.311963 = -392041.628775
  nChanged 40
		SP:Iteration 19Q (119829.960000 sec): 3 clusters
  Score: Raw -394810.117256 + Penalty 2743.311963 = -392066.805293
  nChanged 28
		SP:Iteration 20F (119830.140000 sec): 3 clusters
  Score: Raw -394829.796617 + Penalty 2743.311963 = -392086.484655
  nChanged 34
		SP:Iteration 21Q (119830.310000 sec): 3 clusters
  Score: Raw -394854.597093 + Penalty 2743.311963 = -392111.285130
  nChanged 38
		SP:Iteration 22Q (119830.490000 sec): 3 clusters
  Score: Raw -394879.273320 + Penalty 2743.311963 = -392135.961357
  nChanged 37
		SP:Iteration 23Q (119830.660000 sec): 3 clusters
  Score: Raw -394912.595856 + Penalty 2743.311963 = -392169.283893
  nChanged 41
		SP:Iteration 24Q (119830.840000 sec): 3 clusters
  Score: Raw -394944.193715 + Penalty 2743.311963 = -392200.881753
  nChanged 42
		SP:Iteration 25Q (119831.010000 sec): 3 clusters
  Score: Raw -394979.629311 + Penalty 2743.311963 = -392236.317349
  nChanged 44
		SP:Iteration 26Q (119831.190000 sec): 3 clusters
  Score: Raw -395004.738516 + Penalty 2743.311963 = -392261.426553
  nChanged 30
		SP:Iteration 27Q (119831.370000 sec): 3 clusters
  Score: Raw -395027.917608 + Penalty 2743.311963 = -392284.605645
  nChanged 31
		SP:Iteration 28Q (119831.540000 sec): 3 clusters
  Score: Raw -395042.523113 + Penalty 2743.311963 = -392299.211151
  nChanged 23
		SP:Iteration 29Q (119831.720000 sec): 3 clusters
  Score: Raw -395057.674563 + Penalty 2743.311963 = -392314.362601
  nChanged 28
		SP:Iteration 30Q (119831.890000 sec): 3 clusters
  Score: Raw -395077.485283 + Penalty 2743.311963 = -392334.173320
  nChanged 30
		SP:Iteration 31Q (119832.070000 sec): 3 clusters
  Score: Raw -395093.681176 + Penalty 2743.311963 = -392350.369213
  nChanged 22
		SP:Iteration 32Q (119832.250000 sec): 3 clusters
  Score: Raw -395105.803349 + Penalty 2743.311963 = -392362.491386
  nChanged 21
		SP:Iteration 33Q (119832.420000 sec): 3 clusters
  Score: Raw -395120.822336 + Penalty 2743.311963 = -392377.510373
  nChanged 23
		SP:Iteration 34Q (119832.600000 sec): 3 clusters
  Score: Raw -395136.393366 + Penalty 2743.311963 = -392393.081403
  nChanged 16
		SP:Iteration 35Q (119832.770000 sec): 3 clusters
  Score: Raw -395147.459746 + Penalty 2743.311963 = -392404.147784
  nChanged 21
		SP:Iteration 36Q (119832.950000 sec): 3 clusters
  Score: Raw -395156.374732 + Penalty 2743.311963 = -392413.062769
  nChanged 11
		SP:Iteration 37Q (119833.130000 sec): 3 clusters
  Score: Raw -395161.778374 + Penalty 2743.311963 = -392418.466411
  nChanged 11
		SP:Iteration 38Q (119833.300000 sec): 3 clusters
  Score: Raw -395167.062607 + Penalty 2743.311963 = -392423.750644
  nChanged 12
		SP:Iteration 39Q (119833.470000 sec): 3 clusters
  Score: Raw -395173.175077 + Penalty 2743.311963 = -392429.863114
  nChanged 7
		SP:Iteration 40F (119833.650000 sec): 3 clusters
  Score: Raw -395176.182892 + Penalty 2743.311963 = -392432.870929
  nChanged 8
		SP:Iteration 41Q (119833.830000 sec): 3 clusters
  Score: Raw -395179.202976 + Penalty 2743.311963 = -392435.891014
  nChanged 7
		SP:Iteration 42Q (119834.000000 sec): 3 clusters
  Score: Raw -395183.105917 + Penalty 2743.311963 = -392439.793954
  nChanged 9
		SP:Iteration 43Q (119834.180000 sec): 3 clusters
  Score: Raw -395185.763062 + Penalty 2743.311963 = -392442.451100
  nChanged 4
		SP:Iteration 44Q (119834.350000 sec): 3 clusters
  Score: Raw -395186.961288 + Penalty 2743.311963 = -392443.649326
  nChanged 1
		SP:Iteration 45Q (119834.530000 sec): 3 clusters
  Score: Raw -395187.400228 + Penalty 2743.311963 = -392444.088265
  nChanged 0
		SP:Iteration 46F (119834.710000 sec): 3 clusters
  Score: Raw -395187.400228 + Penalty 2743.311963 = -392444.088265
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (5649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119834.830000 sec): 2 clusters
  Score: Raw -430664.934696 + Penalty 1403.875495 = -429261.059200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119834.940000 sec): 3 clusters
  Score: Raw -427760.801278 + Penalty 2807.750991 = -424953.050287
  nChanged 2249
		SP:Iteration 1F (119835.140000 sec): 3 clusters
  Score: Raw -429116.066150 + Penalty 2807.750991 = -426308.315159
  nChanged 479
		SP:Iteration 2F (119835.360000 sec): 3 clusters
  Score: Raw -429482.759857 + Penalty 2807.750991 = -426675.008866
  nChanged 423
		SP:Iteration 3F (119835.490000 sec): 3 clusters
  Score: Raw -429841.800841 + Penalty 2807.750991 = -427034.049851
  nChanged 386
		SP:Iteration 4F (119835.600000 sec): 3 clusters
  Score: Raw -430197.378025 + Penalty 2807.750991 = -427389.627034
  nChanged 321
		SP:Iteration 5F (119835.800000 sec): 3 clusters
  Score: Raw -430482.293247 + Penalty 2807.750991 = -427674.542256
  nChanged 280
		SP:Iteration 6Q (119835.970000 sec): 3 clusters
  Score: Raw -430752.027063 + Penalty 2807.750991 = -427944.276072
  nChanged 261
		SP:Iteration 7Q (119836.150000 sec): 3 clusters
  Score: Raw -431005.922836 + Penalty 2807.750991 = -428198.171846
  nChanged 240
		SP:Iteration 8Q (119836.320000 sec): 3 clusters
  Score: Raw -431216.192941 + Penalty 2807.750991 = -428408.441951
  nChanged 206
		SP:Iteration 9Q (119836.490000 sec): 3 clusters
  Score: Raw -431393.066533 + Penalty 2807.750991 = -428585.315542
  nChanged 169
		SP:Iteration 10Q (119836.660000 sec): 3 clusters
  Score: Raw -431516.170562 + Penalty 2807.750991 = -428708.419571
  nChanged 134
		SP:Iteration 11Q (119836.830000 sec): 3 clusters
  Score: Raw -431600.787444 + Penalty 2807.750991 = -428793.036453
  nChanged 116
		SP:Iteration 12Q (119837.000000 sec): 3 clusters
  Score: Raw -431672.398935 + Penalty 2807.750991 = -428864.647945
  nChanged 110
		SP:Iteration 13Q (119837.170000 sec): 3 clusters
  Score: Raw -431733.366298 + Penalty 2807.750991 = -428925.615307
  nChanged 92
		SP:Iteration 14Q (119837.350000 sec): 3 clusters
  Score: Raw -431772.284094 + Penalty 2807.750991 = -428964.533103
  nChanged 56
		SP:Iteration 15Q (119837.510000 sec): 3 clusters
  Score: Raw -431791.059710 + Penalty 2807.750991 = -428983.308719
  nChanged 39
		SP:Iteration 16Q (119837.690000 sec): 3 clusters
  Score: Raw -431804.537210 + Penalty 2807.750991 = -428996.786219
  nChanged 28
		SP:Iteration 17Q (119837.860000 sec): 3 clusters
  Score: Raw -431811.491046 + Penalty 2807.750991 = -429003.740055
  nChanged 22
		SP:Iteration 18Q (119838.030000 sec): 3 clusters
  Score: Raw -431818.544668 + Penalty 2807.750991 = -429010.793678
  nChanged 22
		SP:Iteration 19Q (119838.200000 sec): 3 clusters
  Score: Raw -431823.607810 + Penalty 2807.750991 = -429015.856819
  nChanged 14
		SP:Iteration 20F (119838.370000 sec): 3 clusters
  Score: Raw -431826.125248 + Penalty 2807.750991 = -429018.374258
  nChanged 9
		SP:Iteration 21Q (119838.540000 sec): 3 clusters
  Score: Raw -431827.663669 + Penalty 2807.750991 = -429019.912678
  nChanged 6
		SP:Iteration 22Q (119838.710000 sec): 3 clusters
  Score: Raw -431828.749266 + Penalty 2807.750991 = -429020.998276
  nChanged 7
		SP:Iteration 23Q (119838.890000 sec): 3 clusters
  Score: Raw -431830.038046 + Penalty 2807.750991 = -429022.287056
  nChanged 9
		SP:Iteration 24Q (119839.060000 sec): 3 clusters
  Score: Raw -431832.247274 + Penalty 2807.750991 = -429024.496284
  nChanged 7
		SP:Iteration 25Q (119839.230000 sec): 3 clusters
  Score: Raw -431834.003903 + Penalty 2807.750991 = -429026.252912
  nChanged 10
		SP:Iteration 26Q (119839.400000 sec): 3 clusters
  Score: Raw -431835.803819 + Penalty 2807.750991 = -429028.052828
  nChanged 11
		SP:Iteration 27Q (119839.570000 sec): 3 clusters
  Score: Raw -431838.239525 + Penalty 2807.750991 = -429030.488535
  nChanged 11
		SP:Iteration 28Q (119839.740000 sec): 3 clusters
  Score: Raw -431841.550536 + Penalty 2807.750991 = -429033.799545
  nChanged 15
		SP:Iteration 29Q (119839.910000 sec): 3 clusters
  Score: Raw -431844.042723 + Penalty 2807.750991 = -429036.291732
  nChanged 5
		SP:Iteration 30Q (119840.090000 sec): 3 clusters
  Score: Raw -431844.936735 + Penalty 2807.750991 = -429037.185745
  nChanged 7
		SP:Iteration 31Q (119840.250000 sec): 3 clusters
  Score: Raw -431846.302096 + Penalty 2807.750991 = -429038.551106
  nChanged 12
		SP:Iteration 32Q (119840.430000 sec): 3 clusters
  Score: Raw -431849.516286 + Penalty 2807.750991 = -429041.765296
  nChanged 17
		SP:Iteration 33Q (119840.600000 sec): 3 clusters
  Score: Raw -431856.668053 + Penalty 2807.750991 = -429048.917062
  nChanged 24
		SP:Iteration 34Q (119840.770000 sec): 3 clusters
  Score: Raw -431867.444574 + Penalty 2807.750991 = -429059.693583
  nChanged 32
		SP:Iteration 35Q (119840.940000 sec): 3 clusters
  Score: Raw -431880.631081 + Penalty 2807.750991 = -429072.880090
  nChanged 31
		SP:Iteration 36Q (119841.110000 sec): 3 clusters
  Score: Raw -431890.970100 + Penalty 2807.750991 = -429083.219110
  nChanged 22
		SP:Iteration 37Q (119841.280000 sec): 3 clusters
  Score: Raw -431899.043112 + Penalty 2807.750991 = -429091.292121
  nChanged 19
		SP:Iteration 38Q (119841.450000 sec): 3 clusters
  Score: Raw -431903.722482 + Penalty 2807.750991 = -429095.971491
  nChanged 7
		SP:Iteration 39Q (119841.630000 sec): 3 clusters
  Score: Raw -431904.991068 + Penalty 2807.750991 = -429097.240078
  nChanged 6
		SP:Iteration 40F (119841.830000 sec): 3 clusters
  Score: Raw -431906.161547 + Penalty 2807.750991 = -429098.410556
  nChanged 3
		SP:Iteration 41Q (119842.000000 sec): 3 clusters
  Score: Raw -431906.819935 + Penalty 2807.750991 = -429099.068944
  nChanged 2
		SP:Iteration 42Q (119842.170000 sec): 3 clusters
  Score: Raw -431907.119187 + Penalty 2807.750991 = -429099.368196
  nChanged 2
		SP:Iteration 43Q (119842.350000 sec): 3 clusters
  Score: Raw -431907.508178 + Penalty 2807.750991 = -429099.757188
  nChanged 5
		SP:Iteration 44Q (119842.510000 sec): 3 clusters
  Score: Raw -431908.319525 + Penalty 2807.750991 = -429100.568534
  nChanged 3
		SP:Iteration 45Q (119842.710000 sec): 3 clusters
  Score: Raw -431908.827693 + Penalty 2807.750991 = -429101.076703
  nChanged 1
		SP:Iteration 46Q (119842.870000 sec): 3 clusters
  Score: Raw -431908.864774 + Penalty 2807.750991 = -429101.113784
  nChanged 0
		SP:Iteration 47F (119843.050000 sec): 3 clusters
  Score: Raw -431908.864774 + Penalty 2807.750991 = -429101.113784
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (4500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119843.190000 sec): 2 clusters
  Score: Raw -391947.478016 + Penalty 1366.922810 = -390580.555207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119843.380000 sec): 3 clusters
  Score: Raw -389708.529238 + Penalty 2733.845620 = -386974.683619
  nChanged 1790
		SP:Iteration 1F (119843.560000 sec): 3 clusters
  Score: Raw -390774.159198 + Penalty 2733.845620 = -388040.313579
  nChanged 366
		SP:Iteration 2F (119843.730000 sec): 3 clusters
  Score: Raw -391017.661765 + Penalty 2733.845620 = -388283.816145
  nChanged 286
		SP:Iteration 3F (119843.910000 sec): 3 clusters
  Score: Raw -391216.589888 + Penalty 2733.845620 = -388482.744268
  nChanged 262
		SP:Iteration 4F (119844.090000 sec): 3 clusters
  Score: Raw -391450.575432 + Penalty 2733.845620 = -388716.729812
  nChanged 259
		SP:Iteration 5F (119844.260000 sec): 3 clusters
  Score: Raw -391688.798953 + Penalty 2733.845620 = -388954.953334
  nChanged 241
		SP:Iteration 6F (119844.440000 sec): 3 clusters
  Score: Raw -391904.181310 + Penalty 2733.845620 = -389170.335691
  nChanged 217
		SP:Iteration 7Q (119844.610000 sec): 3 clusters
  Score: Raw -392101.952710 + Penalty 2733.845620 = -389368.107090
  nChanged 188
		SP:Iteration 8Q (119844.790000 sec): 3 clusters
  Score: Raw -392259.289217 + Penalty 2733.845620 = -389525.443597
  nChanged 139
		SP:Iteration 9Q (119844.970000 sec): 3 clusters
  Score: Raw -392369.910217 + Penalty 2733.845620 = -389636.064598
  nChanged 110
		SP:Iteration 10Q (119845.140000 sec): 3 clusters
  Score: Raw -392450.025275 + Penalty 2733.845620 = -389716.179656
  nChanged 104
		SP:Iteration 11Q (119845.320000 sec): 3 clusters
  Score: Raw -392503.123397 + Penalty 2733.845620 = -389769.277778
  nChanged 68
		SP:Iteration 12Q (119845.490000 sec): 3 clusters
  Score: Raw -392532.923564 + Penalty 2733.845620 = -389799.077945
  nChanged 46
		SP:Iteration 13Q (119845.670000 sec): 3 clusters
  Score: Raw -392556.206313 + Penalty 2733.845620 = -389822.360693
  nChanged 50
		SP:Iteration 14Q (119845.840000 sec): 3 clusters
  Score: Raw -392586.330874 + Penalty 2733.845620 = -389852.485254
  nChanged 49
		SP:Iteration 15Q (119846.020000 sec): 3 clusters
  Score: Raw -392622.826366 + Penalty 2733.845620 = -389888.980746
  nChanged 72
		SP:Iteration 16Q (119846.190000 sec): 3 clusters
  Score: Raw -392661.213339 + Penalty 2733.845620 = -389927.367720
  nChanged 58
		SP:Iteration 17Q (119846.370000 sec): 3 clusters
  Score: Raw -392688.939845 + Penalty 2733.845620 = -389955.094225
  nChanged 43
		SP:Iteration 18Q (119846.550000 sec): 3 clusters
  Score: Raw -392704.892014 + Penalty 2733.845620 = -389971.046394
  nChanged 25
		SP:Iteration 19Q (119846.720000 sec): 3 clusters
  Score: Raw -392716.073418 + Penalty 2733.845620 = -389982.227799
  nChanged 30
		SP:Iteration 20F (119846.900000 sec): 3 clusters
  Score: Raw -392730.004670 + Penalty 2733.845620 = -389996.159050
  nChanged 28
		SP:Iteration 21Q (119847.070000 sec): 3 clusters
  Score: Raw -392748.418850 + Penalty 2733.845620 = -390014.573231
  nChanged 32
		SP:Iteration 22Q (119847.250000 sec): 3 clusters
  Score: Raw -392768.281357 + Penalty 2733.845620 = -390034.435737
  nChanged 32
		SP:Iteration 23Q (119847.470000 sec): 3 clusters
  Score: Raw -392781.888063 + Penalty 2733.845620 = -390048.042443
  nChanged 28
		SP:Iteration 24Q (119847.610000 sec): 3 clusters
  Score: Raw -392788.660340 + Penalty 2733.845620 = -390054.814721
  nChanged 13
		SP:Iteration 25Q (119847.840000 sec): 3 clusters
  Score: Raw -392792.318236 + Penalty 2733.845620 = -390058.472616
  nChanged 13
		SP:Iteration 26Q (119847.990000 sec): 3 clusters
  Score: Raw -392798.141817 + Penalty 2733.845620 = -390064.296198
  nChanged 12
		SP:Iteration 27Q (119848.180000 sec): 3 clusters
  Score: Raw -392804.183728 + Penalty 2733.845620 = -390070.338108
  nChanged 16
		SP:Iteration 28Q (119848.360000 sec): 3 clusters
  Score: Raw -392809.778245 + Penalty 2733.845620 = -390075.932626
  nChanged 11
		SP:Iteration 29Q (119848.540000 sec): 3 clusters
  Score: Raw -392812.491428 + Penalty 2733.845620 = -390078.645808
  nChanged 9
		SP:Iteration 30Q (119848.710000 sec): 3 clusters
  Score: Raw -392815.283410 + Penalty 2733.845620 = -390081.437790
  nChanged 8
		SP:Iteration 31Q (119848.890000 sec): 3 clusters
  Score: Raw -392818.136783 + Penalty 2733.845620 = -390084.291164
  nChanged 6
		SP:Iteration 32Q (119849.060000 sec): 3 clusters
  Score: Raw -392819.238780 + Penalty 2733.845620 = -390085.393161
  nChanged 3
		SP:Iteration 33Q (119849.240000 sec): 3 clusters
  Score: Raw -392819.593343 + Penalty 2733.845620 = -390085.747723
  nChanged 1
		SP:Iteration 34Q (119849.420000 sec): 3 clusters
  Score: Raw -392819.714671 + Penalty 2733.845620 = -390085.869051
  nChanged 2
		SP:Iteration 35Q (119849.590000 sec): 3 clusters
  Score: Raw -392819.952480 + Penalty 2733.845620 = -390086.106861
  nChanged 1
		SP:Iteration 36Q (119849.760000 sec): 3 clusters
  Score: Raw -392820.162173 + Penalty 2733.845620 = -390086.316553
  nChanged 1
		SP:Iteration 37Q (119849.940000 sec): 3 clusters
  Score: Raw -392820.265325 + Penalty 2733.845620 = -390086.419706
  nChanged 0
		SP:Iteration 38F (119850.120000 sec): 3 clusters
  Score: Raw -392820.265325 + Penalty 2733.845620 = -390086.419706
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (6417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119850.230000 sec): 2 clusters
  Score: Raw -557120.645157 + Penalty 1424.589725 = -555696.055433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119850.450000 sec): 3 clusters
  Score: Raw -553709.530224 + Penalty 2849.179449 = -550860.350775
  nChanged 2652
		SP:Iteration 1F (119850.610000 sec): 3 clusters
  Score: Raw -555222.685557 + Penalty 2849.179449 = -552373.506108
  nChanged 564
		SP:Iteration 2F (119850.780000 sec): 3 clusters
  Score: Raw -555708.493143 + Penalty 2849.179449 = -552859.313694
  nChanged 505
		SP:Iteration 3F (119850.940000 sec): 3 clusters
  Score: Raw -556125.281393 + Penalty 2849.179449 = -553276.101944
  nChanged 431
		SP:Iteration 4F (119851.110000 sec): 3 clusters
  Score: Raw -556486.635781 + Penalty 2849.179449 = -553637.456332
  nChanged 407
		SP:Iteration 5F (119851.270000 sec): 3 clusters
  Score: Raw -556838.243899 + Penalty 2849.179449 = -553989.064450
  nChanged 403
		SP:Iteration 6F (119851.440000 sec): 3 clusters
  Score: Raw -557170.689596 + Penalty 2849.179449 = -554321.510147
  nChanged 347
		SP:Iteration 7F (119851.600000 sec): 3 clusters
  Score: Raw -557443.543000 + Penalty 2849.179449 = -554594.363551
  nChanged 305
		SP:Iteration 8Q (119851.760000 sec): 3 clusters
  Score: Raw -557702.698885 + Penalty 2849.179449 = -554853.519436
  nChanged 255
		SP:Iteration 9Q (119851.930000 sec): 3 clusters
  Score: Raw -557910.406152 + Penalty 2849.179449 = -555061.226702
  nChanged 201
		SP:Iteration 10Q (119852.100000 sec): 3 clusters
  Score: Raw -558030.295879 + Penalty 2849.179449 = -555181.116430
  nChanged 123
		SP:Iteration 11Q (119852.300000 sec): 3 clusters
  Score: Raw -558101.355455 + Penalty 2849.179449 = -555252.176006
  nChanged 85
		SP:Iteration 12Q (119852.470000 sec): 3 clusters
  Score: Raw -558151.137364 + Penalty 2849.179449 = -555301.957914
  nChanged 67
		SP:Iteration 13Q (119852.630000 sec): 3 clusters
  Score: Raw -558193.275807 + Penalty 2849.179449 = -555344.096358
  nChanged 75
		SP:Iteration 14Q (119852.840000 sec): 3 clusters
  Score: Raw -558239.650607 + Penalty 2849.179449 = -555390.471158
  nChanged 59
		SP:Iteration 15Q (119853.050000 sec): 3 clusters
  Score: Raw -558270.691447 + Penalty 2849.179449 = -555421.511997
  nChanged 53
		SP:Iteration 16Q (119853.230000 sec): 3 clusters
  Score: Raw -558289.797833 + Penalty 2849.179449 = -555440.618383
  nChanged 34
		SP:Iteration 17Q (119853.420000 sec): 3 clusters
  Score: Raw -558301.554181 + Penalty 2849.179449 = -555452.374732
  nChanged 39
		SP:Iteration 18Q (119853.610000 sec): 3 clusters
  Score: Raw -558316.527136 + Penalty 2849.179449 = -555467.347687
  nChanged 38
		SP:Iteration 19Q (119853.720000 sec): 3 clusters
  Score: Raw -558330.378309 + Penalty 2849.179449 = -555481.198860
  nChanged 36
		SP:Iteration 20F (119853.900000 sec): 3 clusters
  Score: Raw -558341.146350 + Penalty 2849.179449 = -555491.966901
  nChanged 31
		SP:Iteration 21Q (119854.110000 sec): 3 clusters
  Score: Raw -558350.878096 + Penalty 2849.179449 = -555501.698647
  nChanged 33
		SP:Iteration 22Q (119854.270000 sec): 3 clusters
  Score: Raw -558365.133892 + Penalty 2849.179449 = -555515.954443
  nChanged 38
		SP:Iteration 23Q (119854.440000 sec): 3 clusters
  Score: Raw -558380.567165 + Penalty 2849.179449 = -555531.387716
  nChanged 43
		SP:Iteration 24Q (119854.650000 sec): 3 clusters
  Score: Raw -558402.089419 + Penalty 2849.179449 = -555552.909970
  nChanged 47
		SP:Iteration 25Q (119854.810000 sec): 3 clusters
  Score: Raw -558429.491384 + Penalty 2849.179449 = -555580.311935
  nChanged 46
		SP:Iteration 26Q (119854.910000 sec): 3 clusters
  Score: Raw -558455.897766 + Penalty 2849.179449 = -555606.718317
  nChanged 39
		SP:Iteration 27Q (119855.100000 sec): 3 clusters
  Score: Raw -558476.620719 + Penalty 2849.179449 = -555627.441269
  nChanged 34
		SP:Iteration 28Q (119855.310000 sec): 3 clusters
  Score: Raw -558492.658234 + Penalty 2849.179449 = -555643.478785
  nChanged 30
		SP:Iteration 29Q (119855.520000 sec): 3 clusters
  Score: Raw -558511.350165 + Penalty 2849.179449 = -555662.170716
  nChanged 24
		SP:Iteration 30Q (119855.720000 sec): 3 clusters
  Score: Raw -558524.252897 + Penalty 2849.179449 = -555675.073448
  nChanged 23
		SP:Iteration 31Q (119855.930000 sec): 3 clusters
  Score: Raw -558530.332513 + Penalty 2849.179449 = -555681.153064
  nChanged 8
		SP:Iteration 32Q (119856.140000 sec): 3 clusters
  Score: Raw -558531.961130 + Penalty 2849.179449 = -555682.781681
  nChanged 9
		SP:Iteration 33Q (119856.340000 sec): 3 clusters
  Score: Raw -558533.837564 + Penalty 2849.179449 = -555684.658114
  nChanged 6
		SP:Iteration 34Q (119856.550000 sec): 3 clusters
  Score: Raw -558534.491298 + Penalty 2849.179449 = -555685.311849
  nChanged 4
		SP:Iteration 35Q (119856.760000 sec): 3 clusters
  Score: Raw -558534.932864 + Penalty 2849.179449 = -555685.753414
  nChanged 1
		SP:Iteration 36Q (119856.920000 sec): 3 clusters
  Score: Raw -558534.988776 + Penalty 2849.179449 = -555685.809327
  nChanged 0
		SP:Iteration 37F (119857.090000 sec): 3 clusters
  Score: Raw -558534.988776 + Penalty 2849.179449 = -555685.809327
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119857.190000 sec): 2 clusters
  Score: Raw -934980.887100 + Penalty 1501.940497 = -933478.946602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119857.430000 sec): 3 clusters
  Score: Raw -929119.093676 + Penalty 3003.880994 = -926115.212682
  nChanged 4525
		SP:Iteration 1F (119857.660000 sec): 3 clusters
  Score: Raw -931698.996328 + Penalty 3003.880994 = -928695.115333
  nChanged 698
		SP:Iteration 2F (119857.930000 sec): 3 clusters
  Score: Raw -932068.835332 + Penalty 3003.880994 = -929064.954338
  nChanged 615
		SP:Iteration 3F (119858.150000 sec): 3 clusters
  Score: Raw -932412.177346 + Penalty 3003.880994 = -929408.296352
  nChanged 554
		SP:Iteration 4F (119858.350000 sec): 3 clusters
  Score: Raw -932720.925303 + Penalty 3003.880994 = -929717.044308
  nChanged 523
		SP:Iteration 5F (119858.490000 sec): 3 clusters
  Score: Raw -933003.528886 + Penalty 3003.880994 = -929999.647892
  nChanged 469
		SP:Iteration 6Q (119858.710000 sec): 3 clusters
  Score: Raw -933261.621336 + Penalty 3003.880994 = -930257.740342
  nChanged 463
		SP:Iteration 7Q (119858.930000 sec): 3 clusters
  Score: Raw -933491.293544 + Penalty 3003.880994 = -930487.412550
  nChanged 420
		SP:Iteration 8Q (119859.250000 sec): 3 clusters
  Score: Raw -933706.731499 + Penalty 3003.880994 = -930702.850504
  nChanged 393
		SP:Iteration 9Q (119859.390000 sec): 3 clusters
  Score: Raw -933891.760807 + Penalty 3003.880994 = -930887.879813
  nChanged 320
		SP:Iteration 10Q (119859.610000 sec): 3 clusters
  Score: Raw -934038.005924 + Penalty 3003.880994 = -931034.124930
  nChanged 268
		SP:Iteration 11Q (119859.830000 sec): 3 clusters
  Score: Raw -934161.130912 + Penalty 3003.880994 = -931157.249918
  nChanged 276
		SP:Iteration 12Q (119860.050000 sec): 3 clusters
  Score: Raw -934282.010883 + Penalty 3003.880994 = -931278.129889
  nChanged 247
		SP:Iteration 13Q (119860.280000 sec): 3 clusters
  Score: Raw -934392.401265 + Penalty 3003.880994 = -931388.520271
  nChanged 252
		SP:Iteration 14Q (119860.500000 sec): 3 clusters
  Score: Raw -934497.811156 + Penalty 3003.880994 = -931493.930161
  nChanged 200
		SP:Iteration 15Q (119860.720000 sec): 3 clusters
  Score: Raw -934578.015959 + Penalty 3003.880994 = -931574.134965
  nChanged 191
		SP:Iteration 16Q (119860.940000 sec): 3 clusters
  Score: Raw -934662.469177 + Penalty 3003.880994 = -931658.588182
  nChanged 166
		SP:Iteration 17Q (119861.090000 sec): 3 clusters
  Score: Raw -934739.362054 + Penalty 3003.880994 = -931735.481060
  nChanged 183
		SP:Iteration 18Q (119861.230000 sec): 3 clusters
  Score: Raw -934815.912359 + Penalty 3003.880994 = -931812.031364
  nChanged 163
		SP:Iteration 19Q (119861.450000 sec): 3 clusters
  Score: Raw -934874.939466 + Penalty 3003.880994 = -931871.058471
  nChanged 130
		SP:Iteration 20F (119861.670000 sec): 3 clusters
  Score: Raw -934920.730375 + Penalty 3003.880994 = -931916.849381
  nChanged 120
		SP:Iteration 21Q (119861.890000 sec): 3 clusters
  Score: Raw -934961.972221 + Penalty 3003.880994 = -931958.091226
  nChanged 108
		SP:Iteration 22Q (119862.110000 sec): 3 clusters
  Score: Raw -934997.331755 + Penalty 3003.880994 = -931993.450760
  nChanged 116
		SP:Iteration 23Q (119862.330000 sec): 3 clusters
  Score: Raw -935037.903215 + Penalty 3003.880994 = -932034.022221
  nChanged 96
		SP:Iteration 24Q (119862.550000 sec): 3 clusters
  Score: Raw -935069.708122 + Penalty 3003.880994 = -932065.827128
  nChanged 79
		SP:Iteration 25Q (119862.780000 sec): 3 clusters
  Score: Raw -935092.842244 + Penalty 3003.880994 = -932088.961250
  nChanged 69
		SP:Iteration 26Q (119863.000000 sec): 3 clusters
  Score: Raw -935115.416364 + Penalty 3003.880994 = -932111.535370
  nChanged 65
		SP:Iteration 27Q (119863.220000 sec): 3 clusters
  Score: Raw -935136.020046 + Penalty 3003.880994 = -932132.139051
  nChanged 62
		SP:Iteration 28Q (119863.400000 sec): 3 clusters
  Score: Raw -935155.838922 + Penalty 3003.880994 = -932151.957927
  nChanged 67
		SP:Iteration 29Q (119863.630000 sec): 3 clusters
  Score: Raw -935180.570384 + Penalty 3003.880994 = -932176.689390
  nChanged 57
		SP:Iteration 30Q (119863.800000 sec): 3 clusters
  Score: Raw -935196.814979 + Penalty 3003.880994 = -932192.933984
  nChanged 52
		SP:Iteration 31Q (119863.950000 sec): 3 clusters
  Score: Raw -935211.679577 + Penalty 3003.880994 = -932207.798582
  nChanged 45
		SP:Iteration 32Q (119864.150000 sec): 3 clusters
  Score: Raw -935223.923205 + Penalty 3003.880994 = -932220.042211
  nChanged 39
		SP:Iteration 33Q (119864.380000 sec): 3 clusters
  Score: Raw -935236.517475 + Penalty 3003.880994 = -932232.636481
  nChanged 47
		SP:Iteration 34Q (119864.510000 sec): 3 clusters
  Score: Raw -935253.848868 + Penalty 3003.880994 = -932249.967873
  nChanged 39
		SP:Iteration 35Q (119864.640000 sec): 3 clusters
  Score: Raw -935270.503454 + Penalty 3003.880994 = -932266.622460
  nChanged 31
		SP:Iteration 36Q (119864.840000 sec): 3 clusters
  Score: Raw -935284.093026 + Penalty 3003.880994 = -932280.212032
  nChanged 35
		SP:Iteration 37Q (119865.040000 sec): 3 clusters
  Score: Raw -935296.266158 + Penalty 3003.880994 = -932292.385163
  nChanged 33
		SP:Iteration 38Q (119865.280000 sec): 3 clusters
  Score: Raw -935305.917437 + Penalty 3003.880994 = -932302.036442
  nChanged 24
		SP:Iteration 39Q (119865.500000 sec): 3 clusters
  Score: Raw -935313.500428 + Penalty 3003.880994 = -932309.619434
  nChanged 22
		SP:Iteration 40F (119865.780000 sec): 3 clusters
  Score: Raw -935319.691719 + Penalty 3003.880994 = -932315.810724
  nChanged 23
		SP:Iteration 41Q (119866.000000 sec): 3 clusters
  Score: Raw -935325.243757 + Penalty 3003.880994 = -932321.362763
  nChanged 18
		SP:Iteration 42Q (119866.220000 sec): 3 clusters
  Score: Raw -935329.782054 + Penalty 3003.880994 = -932325.901060
  nChanged 17
		SP:Iteration 43Q (119866.430000 sec): 3 clusters
  Score: Raw -935335.073166 + Penalty 3003.880994 = -932331.192171
  nChanged 21
		SP:Iteration 44Q (119866.580000 sec): 3 clusters
  Score: Raw -935341.774901 + Penalty 3003.880994 = -932337.893907
  nChanged 25
		SP:Iteration 45Q (119866.790000 sec): 3 clusters
  Score: Raw -935350.678838 + Penalty 3003.880994 = -932346.797844
  nChanged 23
		SP:Iteration 46Q (119867.010000 sec): 3 clusters
  Score: Raw -935359.436214 + Penalty 3003.880994 = -932355.555220
  nChanged 19
		SP:Iteration 47Q (119867.230000 sec): 3 clusters
  Score: Raw -935366.151935 + Penalty 3003.880994 = -932362.270940
  nChanged 15
		SP:Iteration 48Q (119867.360000 sec): 3 clusters
  Score: Raw -935373.522304 + Penalty 3003.880994 = -932369.641310
  nChanged 13
		SP:Iteration 49Q (119867.560000 sec): 3 clusters
  Score: Raw -935377.484896 + Penalty 3003.880994 = -932373.603902
  nChanged 11
		SP:Iteration 50Q (119867.790000 sec): 3 clusters
  Score: Raw -935380.323379 + Penalty 3003.880994 = -932376.442385
  nChanged 7
		SP:Iteration 51Q (119868.010000 sec): 3 clusters
  Score: Raw -935382.356799 + Penalty 3003.880994 = -932378.475804
  nChanged 11
		SP:Iteration 52Q (119868.140000 sec): 3 clusters
  Score: Raw -935387.102197 + Penalty 3003.880994 = -932383.221202
  nChanged 13
		SP:Iteration 53Q (119868.340000 sec): 3 clusters
  Score: Raw -935393.509825 + Penalty 3003.880994 = -932389.628831
  nChanged 10
		SP:Iteration 54Q (119868.570000 sec): 3 clusters
  Score: Raw -935396.615489 + Penalty 3003.880994 = -932392.734494
  nChanged 7
		SP:Iteration 55Q (119868.860000 sec): 3 clusters
  Score: Raw -935400.183753 + Penalty 3003.880994 = -932396.302759
  nChanged 7
		SP:Iteration 56Q (119868.990000 sec): 3 clusters
  Score: Raw -935402.738826 + Penalty 3003.880994 = -932398.857831
  nChanged 7
		SP:Iteration 57Q (119869.120000 sec): 3 clusters
  Score: Raw -935404.791295 + Penalty 3003.880994 = -932400.910301
  nChanged 5
		SP:Iteration 58Q (119869.330000 sec): 3 clusters
  Score: Raw -935405.982098 + Penalty 3003.880994 = -932402.101103
  nChanged 3
		SP:Iteration 59Q (119869.500000 sec): 3 clusters
  Score: Raw -935407.055046 + Penalty 3003.880994 = -932403.174052
  nChanged 4
		SP:Iteration 60F (119869.640000 sec): 3 clusters
  Score: Raw -935407.798124 + Penalty 3003.880994 = -932403.917129
  nChanged 4
		SP:Iteration 61Q (119869.790000 sec): 3 clusters
  Score: Raw -935408.599843 + Penalty 3003.880994 = -932404.718849
  nChanged 2
		SP:Iteration 62Q (119870.010000 sec): 3 clusters
  Score: Raw -935408.928188 + Penalty 3003.880994 = -932405.047193
  nChanged 2
		SP:Iteration 63Q (119870.180000 sec): 3 clusters
  Score: Raw -935409.849023 + Penalty 3003.880994 = -932405.968028
  nChanged 4
		SP:Iteration 64Q (119870.320000 sec): 3 clusters
  Score: Raw -935411.205097 + Penalty 3003.880994 = -932407.324103
  nChanged 1
		SP:Iteration 65Q (119870.560000 sec): 3 clusters
  Score: Raw -935411.609191 + Penalty 3003.880994 = -932407.728197
  nChanged 1
		SP:Iteration 66Q (119870.780000 sec): 3 clusters
  Score: Raw -935412.180795 + Penalty 3003.880994 = -932408.299801
  nChanged 1
		SP:Iteration 67Q (119871.000000 sec): 3 clusters
  Score: Raw -935412.591274 + Penalty 3003.880994 = -932408.710280
  nChanged 0
		SP:Iteration 68F (119871.230000 sec): 3 clusters
  Score: Raw -935412.591274 + Penalty 3003.880994 = -932408.710280
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (4974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119871.300000 sec): 2 clusters
  Score: Raw -504829.824279 + Penalty 1383.196689 = -503446.627590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119871.400000 sec): 3 clusters
  Score: Raw -502259.155298 + Penalty 2766.393378 = -499492.761920
  nChanged 1991
		SP:Iteration 1F (119871.490000 sec): 3 clusters
  Score: Raw -503317.864114 + Penalty 2766.393378 = -500551.470736
  nChanged 332
		SP:Iteration 2F (119871.590000 sec): 3 clusters
  Score: Raw -503477.202121 + Penalty 2766.393378 = -500710.808743
  nChanged 239
		SP:Iteration 3Q (119871.680000 sec): 3 clusters
  Score: Raw -503592.801790 + Penalty 2766.393378 = -500826.408412
  nChanged 209
		SP:Iteration 4Q (119871.770000 sec): 3 clusters
  Score: Raw -503681.669115 + Penalty 2766.393378 = -500915.275737
  nChanged 157
		SP:Iteration 5Q (119871.870000 sec): 3 clusters
  Score: Raw -503748.467476 + Penalty 2766.393378 = -500982.074098
  nChanged 138
		SP:Iteration 6Q (119871.960000 sec): 3 clusters
  Score: Raw -503803.593460 + Penalty 2766.393378 = -501037.200082
  nChanged 115
		SP:Iteration 7Q (119872.050000 sec): 3 clusters
  Score: Raw -503852.452159 + Penalty 2766.393378 = -501086.058781
  nChanged 115
		SP:Iteration 8Q (119872.140000 sec): 3 clusters
  Score: Raw -503904.843931 + Penalty 2766.393378 = -501138.450553
  nChanged 111
		SP:Iteration 9Q (119872.230000 sec): 3 clusters
  Score: Raw -503964.523645 + Penalty 2766.393378 = -501198.130267
  nChanged 122
		SP:Iteration 10Q (119872.330000 sec): 3 clusters
  Score: Raw -504039.373448 + Penalty 2766.393378 = -501272.980070
  nChanged 147
		SP:Iteration 11Q (119872.420000 sec): 3 clusters
  Score: Raw -504137.154539 + Penalty 2766.393378 = -501370.761161
  nChanged 156
		SP:Iteration 12Q (119872.510000 sec): 3 clusters
  Score: Raw -504241.690277 + Penalty 2766.393378 = -501475.296899
  nChanged 150
		SP:Iteration 13Q (119872.600000 sec): 3 clusters
  Score: Raw -504347.392809 + Penalty 2766.393378 = -501580.999432
  nChanged 145
		SP:Iteration 14Q (119872.700000 sec): 3 clusters
  Score: Raw -504443.183620 + Penalty 2766.393378 = -501676.790242
  nChanged 120
		SP:Iteration 15Q (119872.790000 sec): 3 clusters
  Score: Raw -504527.236847 + Penalty 2766.393378 = -501760.843469
  nChanged 124
		SP:Iteration 16Q (119872.990000 sec): 3 clusters
  Score: Raw -504615.325463 + Penalty 2766.393378 = -501848.932085
  nChanged 89
		SP:Iteration 17Q (119873.170000 sec): 3 clusters
  Score: Raw -504682.835641 + Penalty 2766.393378 = -501916.442263
  nChanged 92
		SP:Iteration 18Q (119873.340000 sec): 3 clusters
  Score: Raw -504770.422498 + Penalty 2766.393378 = -502004.029120
  nChanged 74
		SP:Iteration 19Q (119873.520000 sec): 3 clusters
  Score: Raw -504835.223067 + Penalty 2766.393378 = -502068.829689
  nChanged 57
		SP:Iteration 20F (119873.690000 sec): 3 clusters
  Score: Raw -504885.357136 + Penalty 2766.393378 = -502118.963758
  nChanged 28
		SP:Iteration 21Q (119873.870000 sec): 3 clusters
  Score: Raw -504911.925280 + Penalty 2766.393378 = -502145.531902
  nChanged 20
		SP:Iteration 22Q (119874.040000 sec): 3 clusters
  Score: Raw -504934.114884 + Penalty 2766.393378 = -502167.721506
  nChanged 22
		SP:Iteration 23Q (119874.220000 sec): 3 clusters
  Score: Raw -504958.561354 + Penalty 2766.393378 = -502192.167976
  nChanged 14
		SP:Iteration 24Q (119874.370000 sec): 3 clusters
  Score: Raw -504974.453100 + Penalty 2766.393378 = -502208.059722
  nChanged 9
		SP:Iteration 25Q (119874.460000 sec): 3 clusters
  Score: Raw -504983.489189 + Penalty 2766.393378 = -502217.095811
  nChanged 5
		SP:Iteration 26Q (119874.550000 sec): 3 clusters
  Score: Raw -504987.804476 + Penalty 2766.393378 = -502221.411098
  nChanged 3
		SP:Iteration 27Q (119874.640000 sec): 3 clusters
  Score: Raw -504991.124429 + Penalty 2766.393378 = -502224.731051
  nChanged 3
		SP:Iteration 28Q (119874.730000 sec): 3 clusters
  Score: Raw -504994.112813 + Penalty 2766.393378 = -502227.719435
  nChanged 0
		SP:Iteration 29F (119874.820000 sec): 3 clusters
  Score: Raw -504994.112813 + Penalty 2766.393378 = -502227.719435
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (4668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119874.940000 sec): 2 clusters
  Score: Raw -401029.890090 + Penalty 1372.878974 = -399657.011116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119875.160000 sec): 3 clusters
  Score: Raw -398677.745396 + Penalty 2745.757948 = -395931.987448
  nChanged 1867
		SP:Iteration 1F (119875.340000 sec): 3 clusters
  Score: Raw -400347.629857 + Penalty 2745.757948 = -397601.871909
  nChanged 543
		SP:Iteration 2F (119875.510000 sec): 3 clusters
  Score: Raw -401001.490867 + Penalty 2745.757948 = -398255.732920
  nChanged 389
		SP:Iteration 3F (119875.690000 sec): 3 clusters
  Score: Raw -401367.894880 + Penalty 2745.757948 = -398622.136933
  nChanged 258
		SP:Iteration 4F (119875.870000 sec): 3 clusters
  Score: Raw -401562.601544 + Penalty 2745.757948 = -398816.843596
  nChanged 170
		SP:Iteration 5Q (119876.010000 sec): 3 clusters
  Score: Raw -401655.889496 + Penalty 2745.757948 = -398910.131548
  nChanged 109
		SP:Iteration 6Q (119876.100000 sec): 3 clusters
  Score: Raw -401706.254374 + Penalty 2745.757948 = -398960.496427
  nChanged 80
		SP:Iteration 7Q (119876.180000 sec): 3 clusters
  Score: Raw -401744.688909 + Penalty 2745.757948 = -398998.930961
  nChanged 66
		SP:Iteration 8Q (119876.270000 sec): 3 clusters
  Score: Raw -401777.470511 + Penalty 2745.757948 = -399031.712563
  nChanged 58
		SP:Iteration 9Q (119876.350000 sec): 3 clusters
  Score: Raw -401801.166631 + Penalty 2745.757948 = -399055.408683
  nChanged 47
		SP:Iteration 10Q (119876.430000 sec): 3 clusters
  Score: Raw -401827.505383 + Penalty 2745.757948 = -399081.747435
  nChanged 44
		SP:Iteration 11Q (119876.520000 sec): 3 clusters
  Score: Raw -401850.294886 + Penalty 2745.757948 = -399104.536939
  nChanged 28
		SP:Iteration 12Q (119876.600000 sec): 3 clusters
  Score: Raw -401860.115840 + Penalty 2745.757948 = -399114.357892
  nChanged 21
		SP:Iteration 13Q (119876.690000 sec): 3 clusters
  Score: Raw -401866.728799 + Penalty 2745.757948 = -399120.970851
  nChanged 12
		SP:Iteration 14Q (119876.770000 sec): 3 clusters
  Score: Raw -401869.596577 + Penalty 2745.757948 = -399123.838629
  nChanged 6
		SP:Iteration 15Q (119876.860000 sec): 3 clusters
  Score: Raw -401872.645361 + Penalty 2745.757948 = -399126.887413
  nChanged 11
		SP:Iteration 16Q (119876.940000 sec): 3 clusters
  Score: Raw -401878.129007 + Penalty 2745.757948 = -399132.371059
  nChanged 10
		SP:Iteration 17Q (119877.030000 sec): 3 clusters
  Score: Raw -401880.814656 + Penalty 2745.757948 = -399135.056708
  nChanged 10
		SP:Iteration 18Q (119877.110000 sec): 3 clusters
  Score: Raw -401885.721812 + Penalty 2745.757948 = -399139.963864
  nChanged 15
		SP:Iteration 19Q (119877.190000 sec): 3 clusters
  Score: Raw -401889.750909 + Penalty 2745.757948 = -399143.992961
  nChanged 14
		SP:Iteration 20F (119877.270000 sec): 3 clusters
  Score: Raw -401893.814652 + Penalty 2745.757948 = -399148.056704
  nChanged 9
		SP:Iteration 21Q (119877.360000 sec): 3 clusters
  Score: Raw -401896.430762 + Penalty 2745.757948 = -399150.672815
  nChanged 9
		SP:Iteration 22Q (119877.440000 sec): 3 clusters
  Score: Raw -401898.208338 + Penalty 2745.757948 = -399152.450390
  nChanged 9
		SP:Iteration 23Q (119877.530000 sec): 3 clusters
  Score: Raw -401900.490580 + Penalty 2745.757948 = -399154.732632
  nChanged 7
		SP:Iteration 24Q (119877.610000 sec): 3 clusters
  Score: Raw -401902.297876 + Penalty 2745.757948 = -399156.539928
  nChanged 7
		SP:Iteration 25Q (119877.690000 sec): 3 clusters
  Score: Raw -401905.149415 + Penalty 2745.757948 = -399159.391467
  nChanged 4
		SP:Iteration 26Q (119877.780000 sec): 3 clusters
  Score: Raw -401905.976837 + Penalty 2745.757948 = -399160.218889
  nChanged 4
		SP:Iteration 27Q (119877.860000 sec): 3 clusters
  Score: Raw -401907.129237 + Penalty 2745.757948 = -399161.371289
  nChanged 7
		SP:Iteration 28Q (119877.950000 sec): 3 clusters
  Score: Raw -401908.860959 + Penalty 2745.757948 = -399163.103012
  nChanged 4
		SP:Iteration 29Q (119878.030000 sec): 3 clusters
  Score: Raw -401910.801508 + Penalty 2745.757948 = -399165.043561
  nChanged 7
		SP:Iteration 30Q (119878.110000 sec): 3 clusters
  Score: Raw -401912.849005 + Penalty 2745.757948 = -399167.091057
  nChanged 5
		SP:Iteration 31Q (119878.200000 sec): 3 clusters
  Score: Raw -401914.009156 + Penalty 2745.757948 = -399168.251209
  nChanged 6
		SP:Iteration 32Q (119878.280000 sec): 3 clusters
  Score: Raw -401916.190064 + Penalty 2745.757948 = -399170.432117
  nChanged 4
		SP:Iteration 33Q (119878.370000 sec): 3 clusters
  Score: Raw -401917.730237 + Penalty 2745.757948 = -399171.972290
  nChanged 3
		SP:Iteration 34Q (119878.450000 sec): 3 clusters
  Score: Raw -401918.697420 + Penalty 2745.757948 = -399172.939473
  nChanged 5
		SP:Iteration 35Q (119878.630000 sec): 3 clusters
  Score: Raw -401920.143331 + Penalty 2745.757948 = -399174.385383
  nChanged 5
		SP:Iteration 36Q (119878.800000 sec): 3 clusters
  Score: Raw -401921.883103 + Penalty 2745.757948 = -399176.125156
  nChanged 3
		SP:Iteration 37Q (119878.980000 sec): 3 clusters
  Score: Raw -401922.367052 + Penalty 2745.757948 = -399176.609104
  nChanged 0
		SP:Iteration 38F (119879.150000 sec): 3 clusters
  Score: Raw -401922.367052 + Penalty 2745.757948 = -399176.609104
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (2082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119879.230000 sec): 2 clusters
  Score: Raw -156130.482895 + Penalty 1241.676190 = -154888.806705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119879.410000 sec): 3 clusters
  Score: Raw -155321.621048 + Penalty 2483.352381 = -152838.268667
  nChanged 725
		SP:Iteration 1F (119879.590000 sec): 3 clusters
  Score: Raw -156078.794746 + Penalty 2483.352381 = -153595.442365
  nChanged 232
		SP:Iteration 2F (119879.760000 sec): 3 clusters
  Score: Raw -156348.874965 + Penalty 2483.352381 = -153865.522584
  nChanged 142
		SP:Iteration 3F (119879.940000 sec): 3 clusters
  Score: Raw -156571.787349 + Penalty 2483.352381 = -154088.434968
  nChanged 114
		SP:Iteration 4F (119880.120000 sec): 3 clusters
  Score: Raw -156719.995896 + Penalty 2483.352381 = -154236.643515
  nChanged 90
		SP:Iteration 5Q (119880.290000 sec): 3 clusters
  Score: Raw -156816.143095 + Penalty 2483.352381 = -154332.790714
  nChanged 65
		SP:Iteration 6Q (119880.470000 sec): 3 clusters
  Score: Raw -156866.991348 + Penalty 2483.352381 = -154383.638967
  nChanged 42
		SP:Iteration 7Q (119880.640000 sec): 3 clusters
  Score: Raw -156905.513553 + Penalty 2483.352381 = -154422.161172
  nChanged 39
		SP:Iteration 8Q (119880.820000 sec): 3 clusters
  Score: Raw -156949.267966 + Penalty 2483.352381 = -154465.915585
  nChanged 45
		SP:Iteration 9Q (119881.000000 sec): 3 clusters
  Score: Raw -156984.666742 + Penalty 2483.352381 = -154501.314361
  nChanged 34
		SP:Iteration 10Q (119881.170000 sec): 3 clusters
  Score: Raw -157008.042372 + Penalty 2483.352381 = -154524.689991
  nChanged 31
		SP:Iteration 11Q (119881.350000 sec): 3 clusters
  Score: Raw -157025.759260 + Penalty 2483.352381 = -154542.406879
  nChanged 26
		SP:Iteration 12Q (119881.520000 sec): 3 clusters
  Score: Raw -157043.270290 + Penalty 2483.352381 = -154559.917909
  nChanged 18
		SP:Iteration 13Q (119881.700000 sec): 3 clusters
  Score: Raw -157053.205987 + Penalty 2483.352381 = -154569.853606
  nChanged 16
		SP:Iteration 14Q (119881.880000 sec): 3 clusters
  Score: Raw -157061.942591 + Penalty 2483.352381 = -154578.590210
  nChanged 12
		SP:Iteration 15Q (119882.050000 sec): 3 clusters
  Score: Raw -157067.981860 + Penalty 2483.352381 = -154584.629479
  nChanged 11
		SP:Iteration 16Q (119882.230000 sec): 3 clusters
  Score: Raw -157073.560410 + Penalty 2483.352381 = -154590.208029
  nChanged 8
		SP:Iteration 17Q (119882.400000 sec): 3 clusters
  Score: Raw -157077.599486 + Penalty 2483.352381 = -154594.247105
  nChanged 3
		SP:Iteration 18Q (119882.580000 sec): 3 clusters
  Score: Raw -157078.562386 + Penalty 2483.352381 = -154595.210005
  nChanged 2
		SP:Iteration 19Q (119882.760000 sec): 3 clusters
  Score: Raw -157079.116882 + Penalty 2483.352381 = -154595.764501
  nChanged 1
		SP:Iteration 20F (119882.930000 sec): 3 clusters
  Score: Raw -157081.293025 + Penalty 2483.352381 = -154597.940644
  nChanged 4
		SP:Iteration 21Q (119883.100000 sec): 3 clusters
  Score: Raw -157082.763763 + Penalty 2483.352381 = -154599.411382
  nChanged 2
		SP:Iteration 22Q (119883.280000 sec): 3 clusters
  Score: Raw -157083.872636 + Penalty 2483.352381 = -154600.520255
  nChanged 3
		SP:Iteration 23Q (119883.460000 sec): 3 clusters
  Score: Raw -157086.882409 + Penalty 2483.352381 = -154603.530028
  nChanged 5
		SP:Iteration 24Q (119883.630000 sec): 3 clusters
  Score: Raw -157090.650830 + Penalty 2483.352381 = -154607.298449
  nChanged 3
		SP:Iteration 25Q (119883.810000 sec): 3 clusters
  Score: Raw -157092.708660 + Penalty 2483.352381 = -154609.356279
  nChanged 5
		SP:Iteration 26Q (119883.980000 sec): 3 clusters
  Score: Raw -157095.792579 + Penalty 2483.352381 = -154612.440198
  nChanged 10
		SP:Iteration 27Q (119884.160000 sec): 3 clusters
  Score: Raw -157101.850630 + Penalty 2483.352381 = -154618.498249
  nChanged 7
		SP:Iteration 28Q (119884.340000 sec): 3 clusters
  Score: Raw -157106.320368 + Penalty 2483.352381 = -154622.967987
  nChanged 5
		SP:Iteration 29Q (119884.520000 sec): 3 clusters
  Score: Raw -157108.544981 + Penalty 2483.352381 = -154625.192600
  nChanged 4
		SP:Iteration 30Q (119884.690000 sec): 3 clusters
  Score: Raw -157110.755531 + Penalty 2483.352381 = -154627.403150
  nChanged 0
		SP:Iteration 31F (119884.870000 sec): 3 clusters
  Score: Raw -157110.755531 + Penalty 2483.352381 = -154627.403150
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (2362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119884.950000 sec): 2 clusters
  Score: Raw -186803.336806 + Penalty 1262.180399 = -185541.156406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119885.130000 sec): 3 clusters
  Score: Raw -185780.300993 + Penalty 2524.360799 = -183255.940194
  nChanged 839
		SP:Iteration 1F (119885.310000 sec): 3 clusters
  Score: Raw -186298.772859 + Penalty 2524.360799 = -183774.412061
  nChanged 175
		SP:Iteration 2F (119885.480000 sec): 3 clusters
  Score: Raw -186432.668208 + Penalty 2524.360799 = -183908.307409
  nChanged 116
		SP:Iteration 3Q (119885.660000 sec): 3 clusters
  Score: Raw -186515.871942 + Penalty 2524.360799 = -183991.511143
  nChanged 97
		SP:Iteration 4Q (119885.830000 sec): 3 clusters
  Score: Raw -186589.169211 + Penalty 2524.360799 = -184064.808412
  nChanged 87
		SP:Iteration 5Q (119886.010000 sec): 3 clusters
  Score: Raw -186658.973778 + Penalty 2524.360799 = -184134.612979
  nChanged 78
		SP:Iteration 6Q (119886.190000 sec): 3 clusters
  Score: Raw -186717.653313 + Penalty 2524.360799 = -184193.292514
  nChanged 57
		SP:Iteration 7Q (119886.360000 sec): 3 clusters
  Score: Raw -186769.031429 + Penalty 2524.360799 = -184244.670630
  nChanged 61
		SP:Iteration 8Q (119886.540000 sec): 3 clusters
  Score: Raw -186821.704549 + Penalty 2524.360799 = -184297.343750
  nChanged 66
		SP:Iteration 9Q (119886.710000 sec): 3 clusters
  Score: Raw -186859.040429 + Penalty 2524.360799 = -184334.679630
  nChanged 39
		SP:Iteration 10Q (119886.890000 sec): 3 clusters
  Score: Raw -186883.061822 + Penalty 2524.360799 = -184358.701023
  nChanged 39
		SP:Iteration 11Q (119887.050000 sec): 3 clusters
  Score: Raw -186910.769320 + Penalty 2524.360799 = -184386.408521
  nChanged 42
		SP:Iteration 12Q (119887.240000 sec): 3 clusters
  Score: Raw -186942.989283 + Penalty 2524.360799 = -184418.628484
  nChanged 42
		SP:Iteration 13Q (119887.410000 sec): 3 clusters
  Score: Raw -186974.996075 + Penalty 2524.360799 = -184450.635276
  nChanged 39
		SP:Iteration 14Q (119887.590000 sec): 3 clusters
  Score: Raw -186999.960600 + Penalty 2524.360799 = -184475.599801
  nChanged 38
		SP:Iteration 15Q (119887.770000 sec): 3 clusters
  Score: Raw -187035.604190 + Penalty 2524.360799 = -184511.243391
  nChanged 40
		SP:Iteration 16Q (119887.940000 sec): 3 clusters
  Score: Raw -187060.352222 + Penalty 2524.360799 = -184535.991423
  nChanged 40
		SP:Iteration 17Q (119888.080000 sec): 3 clusters
  Score: Raw -187079.662515 + Penalty 2524.360799 = -184555.301716
  nChanged 23
		SP:Iteration 18Q (119888.130000 sec): 3 clusters
  Score: Raw -187095.585003 + Penalty 2524.360799 = -184571.224204
  nChanged 22
		SP:Iteration 19Q (119888.170000 sec): 3 clusters
  Score: Raw -187108.825375 + Penalty 2524.360799 = -184584.464576
  nChanged 21
		SP:Iteration 20F (119888.210000 sec): 3 clusters
  Score: Raw -187119.161127 + Penalty 2524.360799 = -184594.800328
  nChanged 17
		SP:Iteration 21Q (119888.250000 sec): 3 clusters
  Score: Raw -187127.317359 + Penalty 2524.360799 = -184602.956560
  nChanged 12
		SP:Iteration 22Q (119888.300000 sec): 3 clusters
  Score: Raw -187131.363005 + Penalty 2524.360799 = -184607.002206
  nChanged 8
		SP:Iteration 23Q (119888.340000 sec): 3 clusters
  Score: Raw -187134.119458 + Penalty 2524.360799 = -184609.758659
  nChanged 9
		SP:Iteration 24Q (119888.480000 sec): 3 clusters
  Score: Raw -187137.758048 + Penalty 2524.360799 = -184613.397249
  nChanged 10
		SP:Iteration 25Q (119888.650000 sec): 3 clusters
  Score: Raw -187144.785207 + Penalty 2524.360799 = -184620.424408
  nChanged 12
		SP:Iteration 26Q (119888.710000 sec): 3 clusters
  Score: Raw -187152.117113 + Penalty 2524.360799 = -184627.756314
  nChanged 9
		SP:Iteration 27Q (119888.760000 sec): 3 clusters
  Score: Raw -187155.552391 + Penalty 2524.360799 = -184631.191592
  nChanged 8
		SP:Iteration 28Q (119888.800000 sec): 3 clusters
  Score: Raw -187161.126660 + Penalty 2524.360799 = -184636.765861
  nChanged 13
		SP:Iteration 29Q (119888.850000 sec): 3 clusters
  Score: Raw -187168.305554 + Penalty 2524.360799 = -184643.944755
  nChanged 14
		SP:Iteration 30Q (119888.890000 sec): 3 clusters
  Score: Raw -187177.536075 + Penalty 2524.360799 = -184653.175276
  nChanged 20
		SP:Iteration 31Q (119888.930000 sec): 3 clusters
  Score: Raw -187187.802269 + Penalty 2524.360799 = -184663.441470
  nChanged 13
		SP:Iteration 32Q (119888.970000 sec): 3 clusters
  Score: Raw -187194.174426 + Penalty 2524.360799 = -184669.813627
  nChanged 8
		SP:Iteration 33Q (119889.010000 sec): 3 clusters
  Score: Raw -187200.322808 + Penalty 2524.360799 = -184675.962009
  nChanged 11
		SP:Iteration 34Q (119889.060000 sec): 3 clusters
  Score: Raw -187209.910400 + Penalty 2524.360799 = -184685.549601
  nChanged 22
		SP:Iteration 35Q (119889.100000 sec): 3 clusters
  Score: Raw -187223.579928 + Penalty 2524.360799 = -184699.219129
  nChanged 24
		SP:Iteration 36Q (119889.140000 sec): 3 clusters
  Score: Raw -187242.617494 + Penalty 2524.360799 = -184718.256695
  nChanged 26
		SP:Iteration 37Q (119889.190000 sec): 3 clusters
  Score: Raw -187261.649499 + Penalty 2524.360799 = -184737.288700
  nChanged 18
		SP:Iteration 38Q (119889.230000 sec): 3 clusters
  Score: Raw -187276.154916 + Penalty 2524.360799 = -184751.794117
  nChanged 24
		SP:Iteration 39Q (119889.270000 sec): 3 clusters
  Score: Raw -187298.629046 + Penalty 2524.360799 = -184774.268247
  nChanged 22
		SP:Iteration 40F (119889.310000 sec): 3 clusters
  Score: Raw -187320.144666 + Penalty 2524.360799 = -184795.783867
  nChanged 19
		SP:Iteration 41Q (119889.350000 sec): 3 clusters
  Score: Raw -187332.899677 + Penalty 2524.360799 = -184808.538878
  nChanged 12
		SP:Iteration 42Q (119889.390000 sec): 3 clusters
  Score: Raw -187338.976228 + Penalty 2524.360799 = -184814.615429
  nChanged 8
		SP:Iteration 43Q (119889.440000 sec): 3 clusters
  Score: Raw -187342.860271 + Penalty 2524.360799 = -184818.499472
  nChanged 10
		SP:Iteration 44Q (119889.480000 sec): 3 clusters
  Score: Raw -187348.937080 + Penalty 2524.360799 = -184824.576282
  nChanged 9
		SP:Iteration 45Q (119889.520000 sec): 3 clusters
  Score: Raw -187353.166674 + Penalty 2524.360799 = -184828.805875
  nChanged 6
		SP:Iteration 46Q (119889.570000 sec): 3 clusters
  Score: Raw -187355.671087 + Penalty 2524.360799 = -184831.310288
  nChanged 4
		SP:Iteration 47Q (119889.610000 sec): 3 clusters
  Score: Raw -187356.796337 + Penalty 2524.360799 = -184832.435538
  nChanged 3
		SP:Iteration 48Q (119889.650000 sec): 3 clusters
  Score: Raw -187358.048929 + Penalty 2524.360799 = -184833.688130
  nChanged 4
		SP:Iteration 49Q (119889.700000 sec): 3 clusters
  Score: Raw -187358.829539 + Penalty 2524.360799 = -184834.468740
  nChanged 1
		SP:Iteration 50Q (119889.740000 sec): 3 clusters
  Score: Raw -187359.170943 + Penalty 2524.360799 = -184834.810144
  nChanged 1
		SP:Iteration 51Q (119889.820000 sec): 3 clusters
  Score: Raw -187359.770538 + Penalty 2524.360799 = -184835.409739
  nChanged 3
		SP:Iteration 52Q (119889.880000 sec): 3 clusters
  Score: Raw -187361.047908 + Penalty 2524.360799 = -184836.687109
  nChanged 10
		SP:Iteration 53Q (119889.930000 sec): 3 clusters
  Score: Raw -187364.339493 + Penalty 2524.360799 = -184839.978694
  nChanged 6
		SP:Iteration 54Q (119889.970000 sec): 3 clusters
  Score: Raw -187366.852448 + Penalty 2524.360799 = -184842.491649
  nChanged 2
		SP:Iteration 55Q (119890.010000 sec): 3 clusters
  Score: Raw -187367.664145 + Penalty 2524.360799 = -184843.303346
  nChanged 2
		SP:Iteration 56Q (119890.060000 sec): 3 clusters
  Score: Raw -187369.610332 + Penalty 2524.360799 = -184845.249533
  nChanged 4
		SP:Iteration 57Q (119890.100000 sec): 3 clusters
  Score: Raw -187373.277095 + Penalty 2524.360799 = -184848.916296
  nChanged 2
		SP:Iteration 58Q (119890.140000 sec): 3 clusters
  Score: Raw -187373.677577 + Penalty 2524.360799 = -184849.316778
  nChanged 2
		SP:Iteration 59Q (119890.190000 sec): 3 clusters
  Score: Raw -187374.478716 + Penalty 2524.360799 = -184850.117917
  nChanged 2
		SP:Iteration 60F (119890.230000 sec): 3 clusters
  Score: Raw -187375.524643 + Penalty 2524.360799 = -184851.163844
  nChanged 4
		SP:Iteration 61Q (119890.270000 sec): 3 clusters
  Score: Raw -187378.834610 + Penalty 2524.360799 = -184854.473811
  nChanged 6
		SP:Iteration 62Q (119890.310000 sec): 3 clusters
  Score: Raw -187382.301162 + Penalty 2524.360799 = -184857.940363
  nChanged 7
		SP:Iteration 63Q (119890.350000 sec): 3 clusters
  Score: Raw -187385.145411 + Penalty 2524.360799 = -184860.784612
  nChanged 6
		SP:Iteration 64Q (119890.390000 sec): 3 clusters
  Score: Raw -187390.002990 + Penalty 2524.360799 = -184865.642191
  nChanged 3
		SP:Iteration 65Q (119890.440000 sec): 3 clusters
  Score: Raw -187390.774576 + Penalty 2524.360799 = -184866.413777
  nChanged 5
		SP:Iteration 66Q (119890.480000 sec): 3 clusters
  Score: Raw -187396.083750 + Penalty 2524.360799 = -184871.722951
  nChanged 13
		SP:Iteration 67Q (119890.620000 sec): 3 clusters
  Score: Raw -187409.382656 + Penalty 2524.360799 = -184885.021857
  nChanged 10
		SP:Iteration 68Q (119890.800000 sec): 3 clusters
  Score: Raw -187416.527690 + Penalty 2524.360799 = -184892.166891
  nChanged 9
		SP:Iteration 69Q (119890.970000 sec): 3 clusters
  Score: Raw -187419.825286 + Penalty 2524.360799 = -184895.464487
  nChanged 5
		SP:Iteration 70Q (119891.150000 sec): 3 clusters
  Score: Raw -187422.648009 + Penalty 2524.360799 = -184898.287211
  nChanged 7
		SP:Iteration 71Q (119891.330000 sec): 3 clusters
  Score: Raw -187424.721767 + Penalty 2524.360799 = -184900.360968
  nChanged 8
		SP:Iteration 72Q (119891.500000 sec): 3 clusters
  Score: Raw -187426.853347 + Penalty 2524.360799 = -184902.492548
  nChanged 6
		SP:Iteration 73Q (119891.680000 sec): 3 clusters
  Score: Raw -187430.920250 + Penalty 2524.360799 = -184906.559451
  nChanged 6
		SP:Iteration 74Q (119891.720000 sec): 3 clusters
  Score: Raw -187434.180181 + Penalty 2524.360799 = -184909.819382
  nChanged 2
		SP:Iteration 75Q (119891.770000 sec): 3 clusters
  Score: Raw -187434.863309 + Penalty 2524.360799 = -184910.502511
  nChanged 1
		SP:Iteration 76Q (119891.810000 sec): 3 clusters
  Score: Raw -187435.291171 + Penalty 2524.360799 = -184910.930372
  nChanged 2
		SP:Iteration 77Q (119891.850000 sec): 3 clusters
  Score: Raw -187435.962519 + Penalty 2524.360799 = -184911.601720
  nChanged 0
		SP:Iteration 78F (119891.890000 sec): 3 clusters
  Score: Raw -187435.962519 + Penalty 2524.360799 = -184911.601720
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119892.010000 sec): 2 clusters
  Score: Raw -226548.490051 + Penalty 1341.064835 = -225207.425216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119892.160000 sec): 3 clusters
  Score: Raw -224714.945530 + Penalty 2682.129670 = -222032.815860
  nChanged 1556
		SP:Iteration 1F (119892.330000 sec): 3 clusters
  Score: Raw -226105.851601 + Penalty 2682.129670 = -223423.721931
  nChanged 459
		SP:Iteration 2F (119892.510000 sec): 3 clusters
  Score: Raw -226616.252627 + Penalty 2682.129670 = -223934.122957
  nChanged 320
		SP:Iteration 3F (119892.580000 sec): 3 clusters
  Score: Raw -226967.165859 + Penalty 2682.129670 = -224285.036189
  nChanged 243
		SP:Iteration 4F (119892.670000 sec): 3 clusters
  Score: Raw -227190.487234 + Penalty 2682.129670 = -224508.357564
  nChanged 180
		SP:Iteration 5Q (119892.740000 sec): 3 clusters
  Score: Raw -227348.142387 + Penalty 2682.129670 = -224666.012717
  nChanged 126
		SP:Iteration 6Q (119892.810000 sec): 3 clusters
  Score: Raw -227420.233000 + Penalty 2682.129670 = -224738.103330
  nChanged 82
		SP:Iteration 7Q (119892.880000 sec): 3 clusters
  Score: Raw -227457.147616 + Penalty 2682.129670 = -224775.017946
  nChanged 57
		SP:Iteration 8Q (119892.950000 sec): 3 clusters
  Score: Raw -227479.272481 + Penalty 2682.129670 = -224797.142811
  nChanged 40
		SP:Iteration 9Q (119893.020000 sec): 3 clusters
  Score: Raw -227493.091874 + Penalty 2682.129670 = -224810.962204
  nChanged 37
		SP:Iteration 10Q (119893.090000 sec): 3 clusters
  Score: Raw -227505.861336 + Penalty 2682.129670 = -224823.731666
  nChanged 33
		SP:Iteration 11Q (119893.160000 sec): 3 clusters
  Score: Raw -227519.668209 + Penalty 2682.129670 = -224837.538539
  nChanged 31
		SP:Iteration 12Q (119893.230000 sec): 3 clusters
  Score: Raw -227530.482213 + Penalty 2682.129670 = -224848.352543
  nChanged 24
		SP:Iteration 13Q (119893.310000 sec): 3 clusters
  Score: Raw -227538.929993 + Penalty 2682.129670 = -224856.800323
  nChanged 14
		SP:Iteration 14Q (119893.380000 sec): 3 clusters
  Score: Raw -227542.352917 + Penalty 2682.129670 = -224860.223247
  nChanged 13
		SP:Iteration 15Q (119893.460000 sec): 3 clusters
  Score: Raw -227546.066996 + Penalty 2682.129670 = -224863.937326
  nChanged 12
		SP:Iteration 16Q (119893.530000 sec): 3 clusters
  Score: Raw -227551.134690 + Penalty 2682.129670 = -224869.005020
  nChanged 8
		SP:Iteration 17Q (119893.610000 sec): 3 clusters
  Score: Raw -227560.545085 + Penalty 2682.129670 = -224878.415415
  nChanged 22
		SP:Iteration 18Q (119893.690000 sec): 3 clusters
  Score: Raw -227567.841668 + Penalty 2682.129670 = -224885.711998
  nChanged 18
		SP:Iteration 19Q (119893.760000 sec): 3 clusters
  Score: Raw -227572.249572 + Penalty 2682.129670 = -224890.119903
  nChanged 14
		SP:Iteration 20F (119893.830000 sec): 3 clusters
  Score: Raw -227576.767023 + Penalty 2682.129670 = -224894.637353
  nChanged 10
		SP:Iteration 21Q (119893.910000 sec): 3 clusters
  Score: Raw -227579.863394 + Penalty 2682.129670 = -224897.733724
  nChanged 14
		SP:Iteration 22Q (119893.990000 sec): 3 clusters
  Score: Raw -227584.860225 + Penalty 2682.129670 = -224902.730555
  nChanged 9
		SP:Iteration 23Q (119894.070000 sec): 3 clusters
  Score: Raw -227586.567985 + Penalty 2682.129670 = -224904.438315
  nChanged 3
		SP:Iteration 24Q (119894.140000 sec): 3 clusters
  Score: Raw -227587.490811 + Penalty 2682.129670 = -224905.361141
  nChanged 5
		SP:Iteration 25Q (119894.220000 sec): 3 clusters
  Score: Raw -227588.270180 + Penalty 2682.129670 = -224906.140510
  nChanged 4
		SP:Iteration 26Q (119894.290000 sec): 3 clusters
  Score: Raw -227589.665478 + Penalty 2682.129670 = -224907.535808
  nChanged 10
		SP:Iteration 27Q (119894.370000 sec): 3 clusters
  Score: Raw -227591.982318 + Penalty 2682.129670 = -224909.852648
  nChanged 6
		SP:Iteration 28Q (119894.450000 sec): 3 clusters
  Score: Raw -227593.765372 + Penalty 2682.129670 = -224911.635702
  nChanged 6
		SP:Iteration 29Q (119894.520000 sec): 3 clusters
  Score: Raw -227595.528321 + Penalty 2682.129670 = -224913.398651
  nChanged 4
		SP:Iteration 30Q (119894.600000 sec): 3 clusters
  Score: Raw -227598.096728 + Penalty 2682.129670 = -224915.967058
  nChanged 4
		SP:Iteration 31Q (119894.670000 sec): 3 clusters
  Score: Raw -227600.225897 + Penalty 2682.129670 = -224918.096227
  nChanged 5
		SP:Iteration 32Q (119894.830000 sec): 3 clusters
  Score: Raw -227601.516717 + Penalty 2682.129670 = -224919.387047
  nChanged 6
		SP:Iteration 33Q (119895.090000 sec): 3 clusters
  Score: Raw -227602.917097 + Penalty 2682.129670 = -224920.787427
  nChanged 6
		SP:Iteration 34Q (119895.230000 sec): 3 clusters
  Score: Raw -227604.148689 + Penalty 2682.129670 = -224922.019020
  nChanged 2
		SP:Iteration 35Q (119895.400000 sec): 3 clusters
  Score: Raw -227604.441606 + Penalty 2682.129670 = -224922.311936
  nChanged 3
		SP:Iteration 36Q (119895.580000 sec): 3 clusters
  Score: Raw -227605.453162 + Penalty 2682.129670 = -224923.323492
  nChanged 4
		SP:Iteration 37Q (119895.750000 sec): 3 clusters
  Score: Raw -227607.123340 + Penalty 2682.129670 = -224924.993670
  nChanged 5
		SP:Iteration 38Q (119895.930000 sec): 3 clusters
  Score: Raw -227608.675259 + Penalty 2682.129670 = -224926.545590
  nChanged 4
		SP:Iteration 39Q (119896.110000 sec): 3 clusters
  Score: Raw -227609.345671 + Penalty 2682.129670 = -224927.216002
  nChanged 4
		SP:Iteration 40F (119896.280000 sec): 3 clusters
  Score: Raw -227610.387249 + Penalty 2682.129670 = -224928.257579
  nChanged 2
		SP:Iteration 41Q (119896.460000 sec): 3 clusters
  Score: Raw -227611.241852 + Penalty 2682.129670 = -224929.112182
  nChanged 0
		SP:Iteration 42F (119896.630000 sec): 3 clusters
  Score: Raw -227611.241852 + Penalty 2682.129670 = -224929.112182
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119896.710000 sec): 2 clusters
  Score: Raw -235451.391540 + Penalty 1273.666699 = -234177.724841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119896.890000 sec): 3 clusters
  Score: Raw -234313.253150 + Penalty 2547.333398 = -231765.919753
  nChanged 960
		SP:Iteration 1F (119897.060000 sec): 3 clusters
  Score: Raw -234963.682074 + Penalty 2547.333398 = -232416.348677
  nChanged 210
		SP:Iteration 2F (119897.240000 sec): 3 clusters
  Score: Raw -235159.464495 + Penalty 2547.333398 = -232612.131098
  nChanged 175
		SP:Iteration 3F (119897.410000 sec): 3 clusters
  Score: Raw -235326.043140 + Penalty 2547.333398 = -232778.709743
  nChanged 152
		SP:Iteration 4F (119897.590000 sec): 3 clusters
  Score: Raw -235485.533188 + Penalty 2547.333398 = -232938.199790
  nChanged 159
		SP:Iteration 5F (119897.760000 sec): 3 clusters
  Score: Raw -235645.006244 + Penalty 2547.333398 = -233097.672846
  nChanged 132
		SP:Iteration 6F (119897.940000 sec): 3 clusters
  Score: Raw -235798.873952 + Penalty 2547.333398 = -233251.540555
  nChanged 125
		SP:Iteration 7Q (119898.110000 sec): 3 clusters
  Score: Raw -235917.662040 + Penalty 2547.333398 = -233370.328643
  nChanged 85
		SP:Iteration 8Q (119898.290000 sec): 3 clusters
  Score: Raw -235976.611065 + Penalty 2547.333398 = -233429.277667
  nChanged 61
		SP:Iteration 9Q (119898.470000 sec): 3 clusters
  Score: Raw -236020.701702 + Penalty 2547.333398 = -233473.368304
  nChanged 47
		SP:Iteration 10Q (119898.640000 sec): 3 clusters
  Score: Raw -236058.698810 + Penalty 2547.333398 = -233511.365413
  nChanged 35
		SP:Iteration 11Q (119898.820000 sec): 3 clusters
  Score: Raw -236078.296696 + Penalty 2547.333398 = -233530.963298
  nChanged 31
		SP:Iteration 12Q (119898.990000 sec): 3 clusters
  Score: Raw -236094.046496 + Penalty 2547.333398 = -233546.713098
  nChanged 20
		SP:Iteration 13Q (119899.170000 sec): 3 clusters
  Score: Raw -236105.023067 + Penalty 2547.333398 = -233557.689669
  nChanged 13
		SP:Iteration 14Q (119899.350000 sec): 3 clusters
  Score: Raw -236115.137919 + Penalty 2547.333398 = -233567.804521
  nChanged 14
		SP:Iteration 15Q (119899.520000 sec): 3 clusters
  Score: Raw -236131.017674 + Penalty 2547.333398 = -233583.684276
  nChanged 16
		SP:Iteration 16Q (119899.700000 sec): 3 clusters
  Score: Raw -236143.177362 + Penalty 2547.333398 = -233595.843965
  nChanged 13
		SP:Iteration 17Q (119899.870000 sec): 3 clusters
  Score: Raw -236150.614990 + Penalty 2547.333398 = -233603.281593
  nChanged 15
		SP:Iteration 18Q (119900.050000 sec): 3 clusters
  Score: Raw -236163.373984 + Penalty 2547.333398 = -233616.040586
  nChanged 12
		SP:Iteration 19Q (119900.230000 sec): 3 clusters
  Score: Raw -236170.720392 + Penalty 2547.333398 = -233623.386994
  nChanged 6
		SP:Iteration 20F (119900.400000 sec): 3 clusters
  Score: Raw -236174.456762 + Penalty 2547.333398 = -233627.123364
  nChanged 9
		SP:Iteration 21Q (119900.580000 sec): 3 clusters
  Score: Raw -236178.119924 + Penalty 2547.333398 = -233630.786526
  nChanged 4
		SP:Iteration 22Q (119900.750000 sec): 3 clusters
  Score: Raw -236180.424927 + Penalty 2547.333398 = -233633.091529
  nChanged 5
		SP:Iteration 23Q (119900.930000 sec): 3 clusters
  Score: Raw -236183.339494 + Penalty 2547.333398 = -233636.006096
  nChanged 6
		SP:Iteration 24Q (119901.110000 sec): 3 clusters
  Score: Raw -236187.907889 + Penalty 2547.333398 = -233640.574492
  nChanged 4
		SP:Iteration 25Q (119901.280000 sec): 3 clusters
  Score: Raw -236189.724143 + Penalty 2547.333398 = -233642.390746
  nChanged 4
		SP:Iteration 26Q (119901.460000 sec): 3 clusters
  Score: Raw -236191.988071 + Penalty 2547.333398 = -233644.654673
  nChanged 3
		SP:Iteration 27Q (119901.630000 sec): 3 clusters
  Score: Raw -236193.275405 + Penalty 2547.333398 = -233645.942008
  nChanged 2
		SP:Iteration 28Q (119901.810000 sec): 3 clusters
  Score: Raw -236193.891804 + Penalty 2547.333398 = -233646.558406
  nChanged 2
		SP:Iteration 29Q (119901.980000 sec): 3 clusters
  Score: Raw -236195.001809 + Penalty 2547.333398 = -233647.668412
  nChanged 2
		SP:Iteration 30Q (119902.160000 sec): 3 clusters
  Score: Raw -236195.727199 + Penalty 2547.333398 = -233648.393802
  nChanged 1
		SP:Iteration 31Q (119902.330000 sec): 3 clusters
  Score: Raw -236196.455854 + Penalty 2547.333398 = -233649.122457
  nChanged 1
		SP:Iteration 32Q (119902.510000 sec): 3 clusters
  Score: Raw -236197.021960 + Penalty 2547.333398 = -233649.688562
  nChanged 2
		SP:Iteration 33Q (119902.690000 sec): 3 clusters
  Score: Raw -236198.230800 + Penalty 2547.333398 = -233650.897402
  nChanged 1
		SP:Iteration 34Q (119902.860000 sec): 3 clusters
  Score: Raw -236198.703983 + Penalty 2547.333398 = -233651.370586
  nChanged 2
		SP:Iteration 35Q (119903.040000 sec): 3 clusters
  Score: Raw -236199.153172 + Penalty 2547.333398 = -233651.819774
  nChanged 0
		SP:Iteration 36F (119903.210000 sec): 3 clusters
  Score: Raw -236199.153172 + Penalty 2547.333398 = -233651.819774
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (12024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119903.360000 sec): 2 clusters
  Score: Raw -1046494.741558 + Penalty 1526.632239 = -1044968.109319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119903.650000 sec): 3 clusters
  Score: Raw -1039583.375379 + Penalty 3053.264478 = -1036530.110902
  nChanged 5245
		SP:Iteration 1F (119903.900000 sec): 3 clusters
  Score: Raw -1042587.063832 + Penalty 3053.264478 = -1039533.799354
  nChanged 851
		SP:Iteration 2F (119904.150000 sec): 3 clusters
  Score: Raw -1043075.010351 + Penalty 3053.264478 = -1040021.745874
  nChanged 765
		SP:Iteration 3F (119904.400000 sec): 3 clusters
  Score: Raw -1043520.903703 + Penalty 3053.264478 = -1040467.639226
  nChanged 686
		SP:Iteration 4F (119904.650000 sec): 3 clusters
  Score: Raw -1043918.624368 + Penalty 3053.264478 = -1040865.359890
  nChanged 643
		SP:Iteration 5F (119904.900000 sec): 3 clusters
  Score: Raw -1044310.271173 + Penalty 3053.264478 = -1041257.006696
  nChanged 639
		SP:Iteration 6F (119905.140000 sec): 3 clusters
  Score: Raw -1044700.929306 + Penalty 3053.264478 = -1041647.664828
  nChanged 622
		SP:Iteration 7F (119905.330000 sec): 3 clusters
  Score: Raw -1045078.993077 + Penalty 3053.264478 = -1042025.728600
  nChanged 547
		SP:Iteration 8Q (119905.610000 sec): 3 clusters
  Score: Raw -1045451.320132 + Penalty 3053.264478 = -1042398.055654
  nChanged 504
		SP:Iteration 9Q (119905.900000 sec): 3 clusters
  Score: Raw -1045809.956199 + Penalty 3053.264478 = -1042756.691721
  nChanged 440
		SP:Iteration 10Q (119906.150000 sec): 3 clusters
  Score: Raw -1046108.225019 + Penalty 3053.264478 = -1043054.960541
  nChanged 367
		SP:Iteration 11Q (119906.410000 sec): 3 clusters
  Score: Raw -1046358.429905 + Penalty 3053.264478 = -1043305.165428
  nChanged 296
		SP:Iteration 12Q (119906.660000 sec): 3 clusters
  Score: Raw -1046549.195889 + Penalty 3053.264478 = -1043495.931411
  nChanged 230
		SP:Iteration 13Q (119906.910000 sec): 3 clusters
  Score: Raw -1046679.229002 + Penalty 3053.264478 = -1043625.964524
  nChanged 160
		SP:Iteration 14Q (119907.170000 sec): 3 clusters
  Score: Raw -1046767.721524 + Penalty 3053.264478 = -1043714.457046
  nChanged 147
		SP:Iteration 15Q (119907.450000 sec): 3 clusters
  Score: Raw -1046831.337360 + Penalty 3053.264478 = -1043778.072882
  nChanged 116
		SP:Iteration 16Q (119907.710000 sec): 3 clusters
  Score: Raw -1046875.527170 + Penalty 3053.264478 = -1043822.262692
  nChanged 86
		SP:Iteration 17Q (119907.860000 sec): 3 clusters
  Score: Raw -1046907.192310 + Penalty 3053.264478 = -1043853.927832
  nChanged 71
		SP:Iteration 18Q (119908.040000 sec): 3 clusters
  Score: Raw -1046931.847834 + Penalty 3053.264478 = -1043878.583357
  nChanged 67
		SP:Iteration 19Q (119908.360000 sec): 3 clusters
  Score: Raw -1046958.148356 + Penalty 3053.264478 = -1043904.883879
  nChanged 70
		SP:Iteration 20F (119908.540000 sec): 3 clusters
  Score: Raw -1046986.508578 + Penalty 3053.264478 = -1043933.244100
  nChanged 58
		SP:Iteration 21Q (119908.790000 sec): 3 clusters
  Score: Raw -1047009.952321 + Penalty 3053.264478 = -1043956.687843
  nChanged 49
		SP:Iteration 22Q (119908.960000 sec): 3 clusters
  Score: Raw -1047029.975390 + Penalty 3053.264478 = -1043976.710913
  nChanged 51
		SP:Iteration 23Q (119909.220000 sec): 3 clusters
  Score: Raw -1047050.330718 + Penalty 3053.264478 = -1043997.066240
  nChanged 46
		SP:Iteration 24Q (119909.470000 sec): 3 clusters
  Score: Raw -1047071.153956 + Penalty 3053.264478 = -1044017.889478
  nChanged 48
		SP:Iteration 25Q (119909.730000 sec): 3 clusters
  Score: Raw -1047089.327808 + Penalty 3053.264478 = -1044036.063330
  nChanged 36
		SP:Iteration 26Q (119909.980000 sec): 3 clusters
  Score: Raw -1047101.886964 + Penalty 3053.264478 = -1044048.622487
  nChanged 37
		SP:Iteration 27Q (119910.230000 sec): 3 clusters
  Score: Raw -1047113.757900 + Penalty 3053.264478 = -1044060.493422
  nChanged 28
		SP:Iteration 28Q (119910.480000 sec): 3 clusters
  Score: Raw -1047122.578699 + Penalty 3053.264478 = -1044069.314221
  nChanged 19
		SP:Iteration 29Q (119910.730000 sec): 3 clusters
  Score: Raw -1047126.953840 + Penalty 3053.264478 = -1044073.689362
  nChanged 11
		SP:Iteration 30Q (119910.990000 sec): 3 clusters
  Score: Raw -1047129.136707 + Penalty 3053.264478 = -1044075.872230
  nChanged 7
		SP:Iteration 31Q (119911.240000 sec): 3 clusters
  Score: Raw -1047130.837495 + Penalty 3053.264478 = -1044077.573018
  nChanged 4
		SP:Iteration 32Q (119911.490000 sec): 3 clusters
  Score: Raw -1047131.661756 + Penalty 3053.264478 = -1044078.397278
  nChanged 7
		SP:Iteration 33Q (119911.740000 sec): 3 clusters
  Score: Raw -1047133.225589 + Penalty 3053.264478 = -1044079.961112
  nChanged 4
		SP:Iteration 34Q (119911.990000 sec): 3 clusters
  Score: Raw -1047133.707837 + Penalty 3053.264478 = -1044080.443360
  nChanged 2
		SP:Iteration 35Q (119912.250000 sec): 3 clusters
  Score: Raw -1047133.950132 + Penalty 3053.264478 = -1044080.685654
  nChanged 2
		SP:Iteration 36Q (119912.500000 sec): 3 clusters
  Score: Raw -1047134.356600 + Penalty 3053.264478 = -1044081.092122
  nChanged 1
		SP:Iteration 37Q (119912.800000 sec): 3 clusters
  Score: Raw -1047134.596743 + Penalty 3053.264478 = -1044081.332265
  nChanged 0
		SP:Iteration 38F (119913.020000 sec): 3 clusters
  Score: Raw -1047134.596743 + Penalty 3053.264478 = -1044081.332265
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (3274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119913.140000 sec): 2 clusters
  Score: Raw -265883.255439 + Penalty 1315.237261 = -264568.018178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119913.320000 sec): 3 clusters
  Score: Raw -264290.231082 + Penalty 2630.474521 = -261659.756560
  nChanged 1272
		SP:Iteration 1F (119913.500000 sec): 3 clusters
  Score: Raw -265134.838287 + Penalty 2630.474521 = -262504.363766
  nChanged 297
		SP:Iteration 2F (119913.670000 sec): 3 clusters
  Score: Raw -265361.461218 + Penalty 2630.474521 = -262730.986696
  nChanged 239
		SP:Iteration 3F (119913.850000 sec): 3 clusters
  Score: Raw -265551.311480 + Penalty 2630.474521 = -262920.836958
  nChanged 179
		SP:Iteration 4F (119914.020000 sec): 3 clusters
  Score: Raw -265686.457219 + Penalty 2630.474521 = -263055.982698
  nChanged 138
		SP:Iteration 5Q (119914.200000 sec): 3 clusters
  Score: Raw -265777.265413 + Penalty 2630.474521 = -263146.790892
  nChanged 105
		SP:Iteration 6Q (119914.380000 sec): 3 clusters
  Score: Raw -265846.703608 + Penalty 2630.474521 = -263216.229087
  nChanged 93
		SP:Iteration 7Q (119914.550000 sec): 3 clusters
  Score: Raw -265906.683146 + Penalty 2630.474521 = -263276.208624
  nChanged 84
		SP:Iteration 8Q (119914.710000 sec): 3 clusters
  Score: Raw -265964.685954 + Penalty 2630.474521 = -263334.211432
  nChanged 76
		SP:Iteration 9Q (119914.870000 sec): 3 clusters
  Score: Raw -266016.970862 + Penalty 2630.474521 = -263386.496341
  nChanged 63
		SP:Iteration 10Q (119915.040000 sec): 3 clusters
  Score: Raw -266052.886506 + Penalty 2630.474521 = -263422.411985
  nChanged 47
		SP:Iteration 11Q (119915.200000 sec): 3 clusters
  Score: Raw -266078.218175 + Penalty 2630.474521 = -263447.743654
  nChanged 41
		SP:Iteration 12Q (119915.360000 sec): 3 clusters
  Score: Raw -266099.790736 + Penalty 2630.474521 = -263469.316215
  nChanged 33
		SP:Iteration 13Q (119915.530000 sec): 3 clusters
  Score: Raw -266114.972101 + Penalty 2630.474521 = -263484.497579
  nChanged 39
		SP:Iteration 14Q (119915.690000 sec): 3 clusters
  Score: Raw -266137.113717 + Penalty 2630.474521 = -263506.639195
  nChanged 43
		SP:Iteration 15Q (119915.850000 sec): 3 clusters
  Score: Raw -266157.938363 + Penalty 2630.474521 = -263527.463842
  nChanged 44
		SP:Iteration 16Q (119916.020000 sec): 3 clusters
  Score: Raw -266182.775540 + Penalty 2630.474521 = -263552.301019
  nChanged 38
		SP:Iteration 17Q (119916.180000 sec): 3 clusters
  Score: Raw -266202.678530 + Penalty 2630.474521 = -263572.204009
  nChanged 29
		SP:Iteration 18Q (119916.340000 sec): 3 clusters
  Score: Raw -266215.913889 + Penalty 2630.474521 = -263585.439367
  nChanged 27
		SP:Iteration 19Q (119916.460000 sec): 3 clusters
  Score: Raw -266227.861319 + Penalty 2630.474521 = -263597.386798
  nChanged 27
		SP:Iteration 20F (119916.540000 sec): 3 clusters
  Score: Raw -266238.326096 + Penalty 2630.474521 = -263607.851575
  nChanged 17
		SP:Iteration 21Q (119916.640000 sec): 3 clusters
  Score: Raw -266246.556119 + Penalty 2630.474521 = -263616.081597
  nChanged 19
		SP:Iteration 22Q (119916.780000 sec): 3 clusters
  Score: Raw -266253.759248 + Penalty 2630.474521 = -263623.284727
  nChanged 23
		SP:Iteration 23Q (119916.840000 sec): 3 clusters
  Score: Raw -266261.165836 + Penalty 2630.474521 = -263630.691315
  nChanged 19
		SP:Iteration 24Q (119916.900000 sec): 3 clusters
  Score: Raw -266267.343191 + Penalty 2630.474521 = -263636.868670
  nChanged 16
		SP:Iteration 25Q (119916.960000 sec): 3 clusters
  Score: Raw -266272.025118 + Penalty 2630.474521 = -263641.550597
  nChanged 14
		SP:Iteration 26Q (119917.010000 sec): 3 clusters
  Score: Raw -266276.146823 + Penalty 2630.474521 = -263645.672302
  nChanged 13
		SP:Iteration 27Q (119917.070000 sec): 3 clusters
  Score: Raw -266281.457455 + Penalty 2630.474521 = -263650.982934
  nChanged 11
		SP:Iteration 28Q (119917.240000 sec): 3 clusters
  Score: Raw -266283.857712 + Penalty 2630.474521 = -263653.383190
  nChanged 7
		SP:Iteration 29Q (119917.420000 sec): 3 clusters
  Score: Raw -266285.172409 + Penalty 2630.474521 = -263654.697888
  nChanged 4
		SP:Iteration 30Q (119917.600000 sec): 3 clusters
  Score: Raw -266287.599665 + Penalty 2630.474521 = -263657.125144
  nChanged 8
		SP:Iteration 31Q (119917.770000 sec): 3 clusters
  Score: Raw -266291.274804 + Penalty 2630.474521 = -263660.800283
  nChanged 12
		SP:Iteration 32Q (119917.950000 sec): 3 clusters
  Score: Raw -266294.814779 + Penalty 2630.474521 = -263664.340258
  nChanged 8
		SP:Iteration 33Q (119918.120000 sec): 3 clusters
  Score: Raw -266296.817151 + Penalty 2630.474521 = -263666.342630
  nChanged 5
		SP:Iteration 34Q (119918.300000 sec): 3 clusters
  Score: Raw -266297.902370 + Penalty 2630.474521 = -263667.427848
  nChanged 7
		SP:Iteration 35Q (119918.480000 sec): 3 clusters
  Score: Raw -266299.155495 + Penalty 2630.474521 = -263668.680973
  nChanged 7
		SP:Iteration 36Q (119918.650000 sec): 3 clusters
  Score: Raw -266300.851816 + Penalty 2630.474521 = -263670.377295
  nChanged 4
		SP:Iteration 37Q (119918.830000 sec): 3 clusters
  Score: Raw -266301.997427 + Penalty 2630.474521 = -263671.522906
  nChanged 1
		SP:Iteration 38Q (119919.000000 sec): 3 clusters
  Score: Raw -266302.235305 + Penalty 2630.474521 = -263671.760784
  nChanged 2
		SP:Iteration 39Q (119919.180000 sec): 3 clusters
  Score: Raw -266303.180691 + Penalty 2630.474521 = -263672.706170
  nChanged 3
		SP:Iteration 40F (119919.360000 sec): 3 clusters
  Score: Raw -266304.060005 + Penalty 2630.474521 = -263673.585484
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (9808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119919.460000 sec): 2 clusters
  Score: Raw -923508.607142 + Penalty 1493.529969 = -922015.077172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119919.700000 sec): 3 clusters
  Score: Raw -917921.199062 + Penalty 2987.059939 = -914934.139123
  nChanged 4211
		SP:Iteration 1F (119919.930000 sec): 3 clusters
  Score: Raw -920325.390843 + Penalty 2987.059939 = -917338.330904
  nChanged 778
		SP:Iteration 2F (119920.160000 sec): 3 clusters
  Score: Raw -920762.655905 + Penalty 2987.059939 = -917775.595966
  nChanged 654
		SP:Iteration 3F (119920.400000 sec): 3 clusters
  Score: Raw -921138.130053 + Penalty 2987.059939 = -918151.070114
  nChanged 623
		SP:Iteration 4F (119920.630000 sec): 3 clusters
  Score: Raw -921531.963709 + Penalty 2987.059939 = -918544.903770
  nChanged 621
		SP:Iteration 5F (119920.860000 sec): 3 clusters
  Score: Raw -922028.419650 + Penalty 2987.059939 = -919041.359711
  nChanged 611
		SP:Iteration 6F (119921.100000 sec): 3 clusters
  Score: Raw -922679.746868 + Penalty 2987.059939 = -919692.686930
  nChanged 617
		SP:Iteration 7F (119921.330000 sec): 3 clusters
  Score: Raw -923312.095666 + Penalty 2987.059939 = -920325.035727
  nChanged 504
		SP:Iteration 8F (119921.560000 sec): 3 clusters
  Score: Raw -923657.325835 + Penalty 2987.059939 = -920670.265896
  nChanged 395
		SP:Iteration 9Q (119921.800000 sec): 3 clusters
  Score: Raw -923893.385789 + Penalty 2987.059939 = -920906.325850
  nChanged 281
		SP:Iteration 10Q (119922.030000 sec): 3 clusters
  Score: Raw -924050.229143 + Penalty 2987.059939 = -921063.169204
  nChanged 230
		SP:Iteration 11Q (119922.260000 sec): 3 clusters
  Score: Raw -924191.391295 + Penalty 2987.059939 = -921204.331356
  nChanged 209
		SP:Iteration 12Q (119922.490000 sec): 3 clusters
  Score: Raw -924337.613329 + Penalty 2987.059939 = -921350.553390
  nChanged 182
		SP:Iteration 13Q (119922.720000 sec): 3 clusters
  Score: Raw -924470.931123 + Penalty 2987.059939 = -921483.871184
  nChanged 173
		SP:Iteration 14Q (119922.960000 sec): 3 clusters
  Score: Raw -924598.028996 + Penalty 2987.059939 = -921610.969057
  nChanged 173
		SP:Iteration 15Q (119923.190000 sec): 3 clusters
  Score: Raw -924734.767302 + Penalty 2987.059939 = -921747.707363
  nChanged 150
		SP:Iteration 16Q (119923.420000 sec): 3 clusters
  Score: Raw -924879.440524 + Penalty 2987.059939 = -921892.380585
  nChanged 126
		SP:Iteration 17Q (119923.660000 sec): 3 clusters
  Score: Raw -925001.701502 + Penalty 2987.059939 = -922014.641563
  nChanged 107
		SP:Iteration 18Q (119923.840000 sec): 3 clusters
  Score: Raw -925090.952625 + Penalty 2987.059939 = -922103.892686
  nChanged 99
		SP:Iteration 19Q (119924.040000 sec): 3 clusters
  Score: Raw -925162.368503 + Penalty 2987.059939 = -922175.308564
  nChanged 68
		SP:Iteration 20F (119924.260000 sec): 3 clusters
  Score: Raw -925216.895233 + Penalty 2987.059939 = -922229.835294
  nChanged 68
		SP:Iteration 21Q (119924.450000 sec): 3 clusters
  Score: Raw -925281.323592 + Penalty 2987.059939 = -922294.263654
  nChanged 62
		SP:Iteration 22Q (119924.640000 sec): 3 clusters
  Score: Raw -925347.343142 + Penalty 2987.059939 = -922360.283203
  nChanged 51
		SP:Iteration 23Q (119924.830000 sec): 3 clusters
  Score: Raw -925399.437459 + Penalty 2987.059939 = -922412.377520
  nChanged 41
		SP:Iteration 24Q (119925.010000 sec): 3 clusters
  Score: Raw -925425.492750 + Penalty 2987.059939 = -922438.432811
  nChanged 25
		SP:Iteration 25Q (119925.200000 sec): 3 clusters
  Score: Raw -925438.076602 + Penalty 2987.059939 = -922451.016663
  nChanged 17
		SP:Iteration 26Q (119925.390000 sec): 3 clusters
  Score: Raw -925446.315964 + Penalty 2987.059939 = -922459.256025
  nChanged 18
		SP:Iteration 27Q (119925.570000 sec): 3 clusters
  Score: Raw -925455.028119 + Penalty 2987.059939 = -922467.968181
  nChanged 12
		SP:Iteration 28Q (119925.760000 sec): 3 clusters
  Score: Raw -925457.586667 + Penalty 2987.059939 = -922470.526729
  nChanged 5
		SP:Iteration 29Q (119925.950000 sec): 3 clusters
  Score: Raw -925458.446929 + Penalty 2987.059939 = -922471.386990
  nChanged 1
		SP:Iteration 30Q (119926.120000 sec): 3 clusters
  Score: Raw -925458.607009 + Penalty 2987.059939 = -922471.547070
  nChanged 0
		SP:Iteration 31F (119926.360000 sec): 3 clusters
  Score: Raw -925458.607009 + Penalty 2987.059939 = -922471.547070
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 109.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (5589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119926.460000 sec): 2 clusters
  Score: Raw -436440.222931 + Penalty 1402.140295 = -435038.082636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119926.670000 sec): 3 clusters
  Score: Raw -433523.594748 + Penalty 2804.280589 = -430719.314159
  nChanged 2334
		SP:Iteration 1F (119926.920000 sec): 3 clusters
  Score: Raw -435062.058968 + Penalty 2804.280589 = -432257.778379
  nChanged 509
		SP:Iteration 2F (119927.100000 sec): 3 clusters
  Score: Raw -435534.910826 + Penalty 2804.280589 = -432730.630236
  nChanged 434
		SP:Iteration 3F (119927.250000 sec): 3 clusters
  Score: Raw -435906.593637 + Penalty 2804.280589 = -433102.313048
  nChanged 353
		SP:Iteration 4F (119927.340000 sec): 3 clusters
  Score: Raw -436151.172910 + Penalty 2804.280589 = -433346.892320
  nChanged 279
		SP:Iteration 5Q (119927.440000 sec): 3 clusters
  Score: Raw -436344.545871 + Penalty 2804.280589 = -433540.265282
  nChanged 235
		SP:Iteration 6Q (119927.530000 sec): 3 clusters
  Score: Raw -436519.007880 + Penalty 2804.280589 = -433714.727291
  nChanged 209
		SP:Iteration 7Q (119927.710000 sec): 3 clusters
  Score: Raw -436674.143294 + Penalty 2804.280589 = -433869.862704
  nChanged 194
		SP:Iteration 8Q (119927.880000 sec): 3 clusters
  Score: Raw -436809.326143 + Penalty 2804.280589 = -434005.045554
  nChanged 169
		SP:Iteration 9Q (119928.060000 sec): 3 clusters
  Score: Raw -436952.442360 + Penalty 2804.280589 = -434148.161771
  nChanged 168
		SP:Iteration 10Q (119928.230000 sec): 3 clusters
  Score: Raw -437072.221397 + Penalty 2804.280589 = -434267.940808
  nChanged 134
		SP:Iteration 11Q (119928.400000 sec): 3 clusters
  Score: Raw -437151.689255 + Penalty 2804.280589 = -434347.408666
  nChanged 125
		SP:Iteration 12Q (119928.570000 sec): 3 clusters
  Score: Raw -437261.689605 + Penalty 2804.280589 = -434457.409016
  nChanged 138
		SP:Iteration 13Q (119928.740000 sec): 3 clusters
  Score: Raw -437349.068036 + Penalty 2804.280589 = -434544.787447
  nChanged 92
		SP:Iteration 14Q (119928.920000 sec): 3 clusters
  Score: Raw -437397.185497 + Penalty 2804.280589 = -434592.904907
  nChanged 80
		SP:Iteration 15Q (119929.080000 sec): 3 clusters
  Score: Raw -437433.185349 + Penalty 2804.280589 = -434628.904760
  nChanged 90
		SP:Iteration 16Q (119929.260000 sec): 3 clusters
  Score: Raw -437481.013049 + Penalty 2804.280589 = -434676.732460
  nChanged 83
		SP:Iteration 17Q (119929.430000 sec): 3 clusters
  Score: Raw -437520.811177 + Penalty 2804.280589 = -434716.530587
  nChanged 63
		SP:Iteration 18Q (119929.600000 sec): 3 clusters
  Score: Raw -437541.769323 + Penalty 2804.280589 = -434737.488734
  nChanged 39
		SP:Iteration 19Q (119929.770000 sec): 3 clusters
  Score: Raw -437553.870360 + Penalty 2804.280589 = -434749.589771
  nChanged 25
		SP:Iteration 20F (119929.940000 sec): 3 clusters
  Score: Raw -437561.920848 + Penalty 2804.280589 = -434757.640258
  nChanged 20
		SP:Iteration 21Q (119930.120000 sec): 3 clusters
  Score: Raw -437566.599306 + Penalty 2804.280589 = -434762.318717
  nChanged 17
		SP:Iteration 22Q (119930.290000 sec): 3 clusters
  Score: Raw -437570.447613 + Penalty 2804.280589 = -434766.167024
  nChanged 17
		SP:Iteration 23Q (119930.460000 sec): 3 clusters
  Score: Raw -437574.279189 + Penalty 2804.280589 = -434769.998600
  nChanged 8
		SP:Iteration 24Q (119930.630000 sec): 3 clusters
  Score: Raw -437575.726291 + Penalty 2804.280589 = -434771.445702
  nChanged 11
		SP:Iteration 25Q (119930.800000 sec): 3 clusters
  Score: Raw -437577.948205 + Penalty 2804.280589 = -434773.667616
  nChanged 11
		SP:Iteration 26Q (119930.980000 sec): 3 clusters
  Score: Raw -437580.397358 + Penalty 2804.280589 = -434776.116768
  nChanged 7
		SP:Iteration 27Q (119931.150000 sec): 3 clusters
  Score: Raw -437581.568241 + Penalty 2804.280589 = -434777.287651
  nChanged 8
		SP:Iteration 28Q (119931.320000 sec): 3 clusters
  Score: Raw -437583.092815 + Penalty 2804.280589 = -434778.812226
  nChanged 7
		SP:Iteration 29Q (119931.490000 sec): 3 clusters
  Score: Raw -437584.480902 + Penalty 2804.280589 = -434780.200313
  nChanged 5
		SP:Iteration 30Q (119931.660000 sec): 3 clusters
  Score: Raw -437584.977981 + Penalty 2804.280589 = -434780.697392
  nChanged 1
		SP:Iteration 31Q (119931.830000 sec): 3 clusters
  Score: Raw -437585.200780 + Penalty 2804.280589 = -434780.920191
  nChanged 3
		SP:Iteration 32Q (119932.000000 sec): 3 clusters
  Score: Raw -437585.632122 + Penalty 2804.280589 = -434781.351533
  nChanged 2
		SP:Iteration 33Q (119932.180000 sec): 3 clusters
  Score: Raw -437586.506002 + Penalty 2804.280589 = -434782.225413
  nChanged 4
		SP:Iteration 34Q (119932.340000 sec): 3 clusters
  Score: Raw -437586.843702 + Penalty 2804.280589 = -434782.563112
  nChanged 1
		SP:Iteration 35Q (119932.520000 sec): 3 clusters
  Score: Raw -437586.993933 + Penalty 2804.280589 = -434782.713343
  nChanged 2
		SP:Iteration 36Q (119932.690000 sec): 3 clusters
  Score: Raw -437587.293343 + Penalty 2804.280589 = -434783.012754
  nChanged 1
		SP:Iteration 37Q (119932.900000 sec): 3 clusters
  Score: Raw -437587.535698 + Penalty 2804.280589 = -434783.255109
  nChanged 2
		SP:Iteration 38Q (119933.080000 sec): 3 clusters
  Score: Raw -437587.673817 + Penalty 2804.280589 = -434783.393228
  nChanged 0
		SP:Iteration 39F (119933.230000 sec): 3 clusters
  Score: Raw -437587.673817 + Penalty 2804.280589 = -434783.393228
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (2700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119933.300000 sec): 2 clusters
  Score: Raw -223874.363925 + Penalty 1283.913646 = -222590.450279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119933.470000 sec): 3 clusters
  Score: Raw -222640.443757 + Penalty 2567.827292 = -220072.616465
  nChanged 1010
		SP:Iteration 1F (119933.650000 sec): 3 clusters
  Score: Raw -223384.473564 + Penalty 2567.827292 = -220816.646273
  nChanged 263
		SP:Iteration 2F (119933.820000 sec): 3 clusters
  Score: Raw -223636.849313 + Penalty 2567.827292 = -221069.022021
  nChanged 196
		SP:Iteration 3F (119934.000000 sec): 3 clusters
  Score: Raw -223810.785763 + Penalty 2567.827292 = -221242.958471
  nChanged 140
		SP:Iteration 4F (119934.180000 sec): 3 clusters
  Score: Raw -223937.295338 + Penalty 2567.827292 = -221369.468046
  nChanged 110
		SP:Iteration 5Q (119934.350000 sec): 3 clusters
  Score: Raw -224036.379858 + Penalty 2567.827292 = -221468.552566
  nChanged 97
		SP:Iteration 6Q (119934.530000 sec): 3 clusters
  Score: Raw -224143.373044 + Penalty 2567.827292 = -221575.545753
  nChanged 88
		SP:Iteration 7Q (119934.700000 sec): 3 clusters
  Score: Raw -224231.953892 + Penalty 2567.827292 = -221664.126600
  nChanged 80
		SP:Iteration 8Q (119934.880000 sec): 3 clusters
  Score: Raw -224318.716009 + Penalty 2567.827292 = -221750.888717
  nChanged 88
		SP:Iteration 9Q (119935.050000 sec): 3 clusters
  Score: Raw -224404.055762 + Penalty 2567.827292 = -221836.228470
  nChanged 72
		SP:Iteration 10Q (119935.230000 sec): 3 clusters
  Score: Raw -224460.377767 + Penalty 2567.827292 = -221892.550475
  nChanged 55
		SP:Iteration 11Q (119935.400000 sec): 3 clusters
  Score: Raw -224505.081020 + Penalty 2567.827292 = -221937.253728
  nChanged 48
		SP:Iteration 12Q (119935.580000 sec): 3 clusters
  Score: Raw -224542.342171 + Penalty 2567.827292 = -221974.514879
  nChanged 45
		SP:Iteration 13Q (119935.760000 sec): 3 clusters
  Score: Raw -224572.148621 + Penalty 2567.827292 = -222004.321329
  nChanged 46
		SP:Iteration 14Q (119935.930000 sec): 3 clusters
  Score: Raw -224599.373600 + Penalty 2567.827292 = -222031.546308
  nChanged 30
		SP:Iteration 15Q (119936.110000 sec): 3 clusters
  Score: Raw -224616.921256 + Penalty 2567.827292 = -222049.093964
  nChanged 28
		SP:Iteration 16Q (119936.280000 sec): 3 clusters
  Score: Raw -224634.573513 + Penalty 2567.827292 = -222066.746221
  nChanged 27
		SP:Iteration 17Q (119936.460000 sec): 3 clusters
  Score: Raw -224652.298564 + Penalty 2567.827292 = -222084.471273
  nChanged 21
		SP:Iteration 18Q (119936.640000 sec): 3 clusters
  Score: Raw -224667.457520 + Penalty 2567.827292 = -222099.630228
  nChanged 31
		SP:Iteration 19Q (119936.810000 sec): 3 clusters
  Score: Raw -224688.379656 + Penalty 2567.827292 = -222120.552364
  nChanged 34
		SP:Iteration 20F (119936.990000 sec): 3 clusters
  Score: Raw -224709.902602 + Penalty 2567.827292 = -222142.075310
  nChanged 30
		SP:Iteration 21Q (119937.160000 sec): 3 clusters
  Score: Raw -224726.367758 + Penalty 2567.827292 = -222158.540466
  nChanged 17
		SP:Iteration 22Q (119937.340000 sec): 3 clusters
  Score: Raw -224734.451224 + Penalty 2567.827292 = -222166.623933
  nChanged 19
		SP:Iteration 23Q (119937.520000 sec): 3 clusters
  Score: Raw -224745.297816 + Penalty 2567.827292 = -222177.470524
  nChanged 15
		SP:Iteration 24Q (119937.690000 sec): 3 clusters
  Score: Raw -224754.064027 + Penalty 2567.827292 = -222186.236735
  nChanged 14
		SP:Iteration 25Q (119937.870000 sec): 3 clusters
  Score: Raw -224761.625028 + Penalty 2567.827292 = -222193.797736
  nChanged 8
		SP:Iteration 26Q (119937.920000 sec): 3 clusters
  Score: Raw -224764.342533 + Penalty 2567.827292 = -222196.515241
  nChanged 5
		SP:Iteration 27Q (119937.960000 sec): 3 clusters
  Score: Raw -224765.814148 + Penalty 2567.827292 = -222197.986856
  nChanged 1
		SP:Iteration 28Q (119938.020000 sec): 3 clusters
  Score: Raw -224766.037779 + Penalty 2567.827292 = -222198.210487
  nChanged 0
		SP:Iteration 29F (119938.060000 sec): 3 clusters
  Score: Raw -224766.037779 + Penalty 2567.827292 = -222198.210487
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119938.180000 sec): 2 clusters
  Score: Raw -428504.247439 + Penalty 1392.435919 = -427111.811520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119938.370000 sec): 3 clusters
  Score: Raw -425850.431665 + Penalty 2784.871838 = -423065.559827
  nChanged 2105
		SP:Iteration 1F (119938.540000 sec): 3 clusters
  Score: Raw -427137.769872 + Penalty 2784.871838 = -424352.898034
  nChanged 486
		SP:Iteration 2F (119938.720000 sec): 3 clusters
  Score: Raw -427534.270949 + Penalty 2784.871838 = -424749.399111
  nChanged 414
		SP:Iteration 3F (119938.890000 sec): 3 clusters
  Score: Raw -427872.109084 + Penalty 2784.871838 = -425087.237246
  nChanged 354
		SP:Iteration 4F (119939.060000 sec): 3 clusters
  Score: Raw -428186.186023 + Penalty 2784.871838 = -425401.314185
  nChanged 321
		SP:Iteration 5F (119939.240000 sec): 3 clusters
  Score: Raw -428452.864408 + Penalty 2784.871838 = -425667.992570
  nChanged 274
		SP:Iteration 6F (119939.410000 sec): 3 clusters
  Score: Raw -428680.003277 + Penalty 2784.871838 = -425895.131439
  nChanged 217
		SP:Iteration 7Q (119939.590000 sec): 3 clusters
  Score: Raw -428831.145202 + Penalty 2784.871838 = -426046.273364
  nChanged 165
		SP:Iteration 8Q (119939.760000 sec): 3 clusters
  Score: Raw -428920.018170 + Penalty 2784.871838 = -426135.146332
  nChanged 122
		SP:Iteration 9Q (119939.940000 sec): 3 clusters
  Score: Raw -428975.923255 + Penalty 2784.871838 = -426191.051417
  nChanged 81
		SP:Iteration 10Q (119940.120000 sec): 3 clusters
  Score: Raw -429011.297938 + Penalty 2784.871838 = -426226.426100
  nChanged 67
		SP:Iteration 11Q (119940.330000 sec): 3 clusters
  Score: Raw -429044.117893 + Penalty 2784.871838 = -426259.246055
  nChanged 67
		SP:Iteration 12Q (119940.500000 sec): 3 clusters
  Score: Raw -429084.880109 + Penalty 2784.871838 = -426300.008272
  nChanged 65
		SP:Iteration 13Q (119940.680000 sec): 3 clusters
  Score: Raw -429124.615897 + Penalty 2784.871838 = -426339.744059
  nChanged 70
		SP:Iteration 14Q (119940.850000 sec): 3 clusters
  Score: Raw -429165.134870 + Penalty 2784.871838 = -426380.263032
  nChanged 55
		SP:Iteration 15Q (119941.030000 sec): 3 clusters
  Score: Raw -429196.277379 + Penalty 2784.871838 = -426411.405541
  nChanged 41
		SP:Iteration 16Q (119941.200000 sec): 3 clusters
  Score: Raw -429216.950620 + Penalty 2784.871838 = -426432.078782
  nChanged 38
		SP:Iteration 17Q (119941.350000 sec): 3 clusters
  Score: Raw -429239.456746 + Penalty 2784.871838 = -426454.584908
  nChanged 40
		SP:Iteration 18Q (119941.550000 sec): 3 clusters
  Score: Raw -429276.448428 + Penalty 2784.871838 = -426491.576590
  nChanged 52
		SP:Iteration 19Q (119941.720000 sec): 3 clusters
  Score: Raw -429319.212086 + Penalty 2784.871838 = -426534.340248
  nChanged 51
		SP:Iteration 20F (119941.900000 sec): 3 clusters
  Score: Raw -429353.583871 + Penalty 2784.871838 = -426568.712033
  nChanged 37
		SP:Iteration 21Q (119942.070000 sec): 3 clusters
  Score: Raw -429380.542750 + Penalty 2784.871838 = -426595.670912
  nChanged 44
		SP:Iteration 22Q (119942.250000 sec): 3 clusters
  Score: Raw -429404.833208 + Penalty 2784.871838 = -426619.961370
  nChanged 24
		SP:Iteration 23Q (119942.420000 sec): 3 clusters
  Score: Raw -429413.409263 + Penalty 2784.871838 = -426628.537425
  nChanged 10
		SP:Iteration 24Q (119942.600000 sec): 3 clusters
  Score: Raw -429417.226611 + Penalty 2784.871838 = -426632.354773
  nChanged 8
		SP:Iteration 25Q (119942.770000 sec): 3 clusters
  Score: Raw -429419.491968 + Penalty 2784.871838 = -426634.620130
  nChanged 3
		SP:Iteration 26Q (119942.940000 sec): 3 clusters
  Score: Raw -429420.726178 + Penalty 2784.871838 = -426635.854340
  nChanged 4
		SP:Iteration 27Q (119943.120000 sec): 3 clusters
  Score: Raw -429422.747019 + Penalty 2784.871838 = -426637.875181
  nChanged 4
		SP:Iteration 28Q (119943.290000 sec): 3 clusters
  Score: Raw -429425.603784 + Penalty 2784.871838 = -426640.731946
  nChanged 7
		SP:Iteration 29Q (119943.460000 sec): 3 clusters
  Score: Raw -429428.337768 + Penalty 2784.871838 = -426643.465930
  nChanged 8
		SP:Iteration 30Q (119943.650000 sec): 3 clusters
  Score: Raw -429431.426779 + Penalty 2784.871838 = -426646.554941
  nChanged 6
		SP:Iteration 31Q (119943.810000 sec): 3 clusters
  Score: Raw -429433.196498 + Penalty 2784.871838 = -426648.324660
  nChanged 5
		SP:Iteration 32Q (119943.970000 sec): 3 clusters
  Score: Raw -429434.540913 + Penalty 2784.871838 = -426649.669075
  nChanged 8
		SP:Iteration 33Q (119944.130000 sec): 3 clusters
  Score: Raw -429437.510741 + Penalty 2784.871838 = -426652.638903
  nChanged 3
		SP:Iteration 34Q (119944.290000 sec): 3 clusters
  Score: Raw -429437.875564 + Penalty 2784.871838 = -426653.003726
  nChanged 0
		SP:Iteration 35F (119944.450000 sec): 3 clusters
  Score: Raw -429437.875564 + Penalty 2784.871838 = -426653.003726
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (11809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119944.580000 sec): 2 clusters
  Score: Raw -1139895.677395 + Penalty 1523.700300 = -1138371.977095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119944.870000 sec): 3 clusters
  Score: Raw -1133204.468388 + Penalty 3047.400600 = -1130157.067788
  nChanged 5126
		SP:Iteration 1F (119945.120000 sec): 3 clusters
  Score: Raw -1136297.784791 + Penalty 3047.400600 = -1133250.384190
  nChanged 953
		SP:Iteration 2F (119945.330000 sec): 3 clusters
  Score: Raw -1136914.445919 + Penalty 3047.400600 = -1133867.045319
  nChanged 878
		SP:Iteration 3F (119945.630000 sec): 3 clusters
  Score: Raw -1137451.131657 + Penalty 3047.400600 = -1134403.731057
  nChanged 738
		SP:Iteration 4F (119945.800000 sec): 3 clusters
  Score: Raw -1137864.537854 + Penalty 3047.400600 = -1134817.137254
  nChanged 587
		SP:Iteration 5Q (119946.100000 sec): 3 clusters
  Score: Raw -1138189.149654 + Penalty 3047.400600 = -1135141.749054
  nChanged 476
		SP:Iteration 6Q (119946.270000 sec): 3 clusters
  Score: Raw -1138428.255247 + Penalty 3047.400600 = -1135380.854647
  nChanged 384
		SP:Iteration 7Q (119946.570000 sec): 3 clusters
  Score: Raw -1138622.109175 + Penalty 3047.400600 = -1135574.708575
  nChanged 355
		SP:Iteration 8Q (119946.750000 sec): 3 clusters
  Score: Raw -1138810.564474 + Penalty 3047.400600 = -1135763.163874
  nChanged 320
		SP:Iteration 9Q (119946.950000 sec): 3 clusters
  Score: Raw -1138986.765885 + Penalty 3047.400600 = -1135939.365285
  nChanged 278
		SP:Iteration 10Q (119947.210000 sec): 3 clusters
  Score: Raw -1139144.170286 + Penalty 3047.400600 = -1136096.769686
  nChanged 270
		SP:Iteration 11Q (119947.470000 sec): 3 clusters
  Score: Raw -1139306.357297 + Penalty 3047.400600 = -1136258.956697
  nChanged 248
		SP:Iteration 12Q (119947.720000 sec): 3 clusters
  Score: Raw -1139482.440834 + Penalty 3047.400600 = -1136435.040234
  nChanged 226
		SP:Iteration 13Q (119947.940000 sec): 3 clusters
  Score: Raw -1139653.936860 + Penalty 3047.400600 = -1136606.536260
  nChanged 167
		SP:Iteration 14Q (119948.090000 sec): 3 clusters
  Score: Raw -1139769.408874 + Penalty 3047.400600 = -1136722.008273
  nChanged 154
		SP:Iteration 15Q (119948.370000 sec): 3 clusters
  Score: Raw -1139878.721281 + Penalty 3047.400600 = -1136831.320681
  nChanged 123
		SP:Iteration 16Q (119948.580000 sec): 3 clusters
  Score: Raw -1139954.018839 + Penalty 3047.400600 = -1136906.618238
  nChanged 96
		SP:Iteration 17Q (119948.800000 sec): 3 clusters
  Score: Raw -1140004.137911 + Penalty 3047.400600 = -1136956.737311
  nChanged 73
		SP:Iteration 18Q (119949.020000 sec): 3 clusters
  Score: Raw -1140042.047171 + Penalty 3047.400600 = -1136994.646571
  nChanged 44
		SP:Iteration 19Q (119949.230000 sec): 3 clusters
  Score: Raw -1140065.887115 + Penalty 3047.400600 = -1137018.486514
  nChanged 46
		SP:Iteration 20F (119949.540000 sec): 3 clusters
  Score: Raw -1140090.192507 + Penalty 3047.400600 = -1137042.791907
  nChanged 39
		SP:Iteration 21Q (119949.720000 sec): 3 clusters
  Score: Raw -1140110.551468 + Penalty 3047.400600 = -1137063.150867
  nChanged 32
		SP:Iteration 22Q (119949.970000 sec): 3 clusters
  Score: Raw -1140125.589151 + Penalty 3047.400600 = -1137078.188551
  nChanged 25
		SP:Iteration 23Q (119950.180000 sec): 3 clusters
  Score: Raw -1140137.219852 + Penalty 3047.400600 = -1137089.819252
  nChanged 24
		SP:Iteration 24Q (119950.380000 sec): 3 clusters
  Score: Raw -1140148.768101 + Penalty 3047.400600 = -1137101.367501
  nChanged 20
		SP:Iteration 25Q (119950.590000 sec): 3 clusters
  Score: Raw -1140158.080972 + Penalty 3047.400600 = -1137110.680371
  nChanged 17
		SP:Iteration 26Q (119950.800000 sec): 3 clusters
  Score: Raw -1140168.763291 + Penalty 3047.400600 = -1137121.362690
  nChanged 17
		SP:Iteration 27Q (119951.010000 sec): 3 clusters
  Score: Raw -1140177.558049 + Penalty 3047.400600 = -1137130.157449
  nChanged 13
		SP:Iteration 28Q (119951.300000 sec): 3 clusters
  Score: Raw -1140184.475762 + Penalty 3047.400600 = -1137137.075161
  nChanged 8
		SP:Iteration 29Q (119951.500000 sec): 3 clusters
  Score: Raw -1140188.188967 + Penalty 3047.400600 = -1137140.788367
  nChanged 7
		SP:Iteration 30Q (119951.640000 sec): 3 clusters
  Score: Raw -1140191.872864 + Penalty 3047.400600 = -1137144.472264
  nChanged 7
		SP:Iteration 31Q (119951.860000 sec): 3 clusters
  Score: Raw -1140195.652643 + Penalty 3047.400600 = -1137148.252043
  nChanged 4
		SP:Iteration 32Q (119952.070000 sec): 3 clusters
  Score: Raw -1140197.513083 + Penalty 3047.400600 = -1137150.112483
  nChanged 4
		SP:Iteration 33Q (119952.280000 sec): 3 clusters
  Score: Raw -1140198.849222 + Penalty 3047.400600 = -1137151.448622
  nChanged 3
		SP:Iteration 34Q (119952.490000 sec): 3 clusters
  Score: Raw -1140200.309944 + Penalty 3047.400600 = -1137152.909344
  nChanged 4
		SP:Iteration 35Q (119952.700000 sec): 3 clusters
  Score: Raw -1140201.760390 + Penalty 3047.400600 = -1137154.359790
  nChanged 2
		SP:Iteration 36Q (119952.920000 sec): 3 clusters
  Score: Raw -1140202.618870 + Penalty 3047.400600 = -1137155.218270
  nChanged 1
		SP:Iteration 37Q (119953.120000 sec): 3 clusters
  Score: Raw -1140203.174680 + Penalty 3047.400600 = -1137155.774079
  nChanged 0
		SP:Iteration 38F (119953.380000 sec): 3 clusters
  Score: Raw -1140203.174680 + Penalty 3047.400600 = -1137155.774079
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (9877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119953.500000 sec): 2 clusters
  Score: Raw -829738.067468 + Penalty 1494.669166 = -828243.398302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119953.760000 sec): 3 clusters
  Score: Raw -824192.105888 + Penalty 2989.338333 = -821202.767556
  nChanged 4326
		SP:Iteration 1F (119953.990000 sec): 3 clusters
  Score: Raw -827059.705010 + Penalty 2989.338333 = -824070.366677
  nChanged 982
		SP:Iteration 2F (119954.210000 sec): 3 clusters
  Score: Raw -827897.612203 + Penalty 2989.338333 = -824908.273870
  nChanged 801
		SP:Iteration 3F (119954.440000 sec): 3 clusters
  Score: Raw -828602.865711 + Penalty 2989.338333 = -825613.527378
  nChanged 685
		SP:Iteration 4F (119954.660000 sec): 3 clusters
  Score: Raw -829202.818437 + Penalty 2989.338333 = -826213.480104
  nChanged 483
		SP:Iteration 5Q (119954.890000 sec): 3 clusters
  Score: Raw -829630.235255 + Penalty 2989.338333 = -826640.896922
  nChanged 393
		SP:Iteration 6Q (119955.120000 sec): 3 clusters
  Score: Raw -829959.591958 + Penalty 2989.338333 = -826970.253625
  nChanged 337
		SP:Iteration 7Q (119955.340000 sec): 3 clusters
  Score: Raw -830195.581608 + Penalty 2989.338333 = -827206.243275
  nChanged 276
		SP:Iteration 8Q (119955.570000 sec): 3 clusters
  Score: Raw -830355.108451 + Penalty 2989.338333 = -827365.770118
  nChanged 197
		SP:Iteration 9Q (119955.790000 sec): 3 clusters
  Score: Raw -830452.142532 + Penalty 2989.338333 = -827462.804199
  nChanged 127
		SP:Iteration 10Q (119956.020000 sec): 3 clusters
  Score: Raw -830514.569822 + Penalty 2989.338333 = -827525.231489
  nChanged 111
		SP:Iteration 11Q (119956.240000 sec): 3 clusters
  Score: Raw -830572.326517 + Penalty 2989.338333 = -827582.988184
  nChanged 98
		SP:Iteration 12Q (119956.470000 sec): 3 clusters
  Score: Raw -830616.994801 + Penalty 2989.338333 = -827627.656468
  nChanged 95
		SP:Iteration 13Q (119956.700000 sec): 3 clusters
  Score: Raw -830658.664524 + Penalty 2989.338333 = -827669.326191
  nChanged 87
		SP:Iteration 14Q (119956.920000 sec): 3 clusters
  Score: Raw -830700.832451 + Penalty 2989.338333 = -827711.494118
  nChanged 82
		SP:Iteration 15Q (119957.100000 sec): 3 clusters
  Score: Raw -830731.722923 + Penalty 2989.338333 = -827742.384590
  nChanged 73
		SP:Iteration 16Q (119957.330000 sec): 3 clusters
  Score: Raw -830759.498715 + Penalty 2989.338333 = -827770.160383
  nChanged 58
		SP:Iteration 17Q (119957.510000 sec): 3 clusters
  Score: Raw -830781.997434 + Penalty 2989.338333 = -827792.659101
  nChanged 49
		SP:Iteration 18Q (119957.700000 sec): 3 clusters
  Score: Raw -830800.941612 + Penalty 2989.338333 = -827811.603279
  nChanged 50
		SP:Iteration 19Q (119957.890000 sec): 3 clusters
  Score: Raw -830818.677417 + Penalty 2989.338333 = -827829.339084
  nChanged 41
		SP:Iteration 20F (119958.120000 sec): 3 clusters
  Score: Raw -830833.710982 + Penalty 2989.338333 = -827844.372649
  nChanged 43
		SP:Iteration 21Q (119958.300000 sec): 3 clusters
  Score: Raw -830849.112435 + Penalty 2989.338333 = -827859.774102
  nChanged 48
		SP:Iteration 22Q (119958.480000 sec): 3 clusters
  Score: Raw -830865.741222 + Penalty 2989.338333 = -827876.402889
  nChanged 49
		SP:Iteration 23Q (119958.670000 sec): 3 clusters
  Score: Raw -830879.756568 + Penalty 2989.338333 = -827890.418235
  nChanged 38
		SP:Iteration 24Q (119958.860000 sec): 3 clusters
  Score: Raw -830893.421159 + Penalty 2989.338333 = -827904.082826
  nChanged 46
		SP:Iteration 25Q (119959.040000 sec): 3 clusters
  Score: Raw -830908.342831 + Penalty 2989.338333 = -827919.004499
  nChanged 35
		SP:Iteration 26Q (119959.240000 sec): 3 clusters
  Score: Raw -830917.683577 + Penalty 2989.338333 = -827928.345245
  nChanged 39
		SP:Iteration 27Q (119959.420000 sec): 3 clusters
  Score: Raw -830932.313316 + Penalty 2989.338333 = -827942.974983
  nChanged 40
		SP:Iteration 28Q (119959.600000 sec): 3 clusters
  Score: Raw -830948.204982 + Penalty 2989.338333 = -827958.866649
  nChanged 41
		SP:Iteration 29Q (119959.800000 sec): 3 clusters
  Score: Raw -830963.351361 + Penalty 2989.338333 = -827974.013028
  nChanged 36
		SP:Iteration 30Q (119959.980000 sec): 3 clusters
  Score: Raw -830972.579196 + Penalty 2989.338333 = -827983.240864
  nChanged 22
		SP:Iteration 31Q (119960.170000 sec): 3 clusters
  Score: Raw -830978.564689 + Penalty 2989.338333 = -827989.226356
  nChanged 22
		SP:Iteration 32Q (119960.360000 sec): 3 clusters
  Score: Raw -830985.438415 + Penalty 2989.338333 = -827996.100082
  nChanged 24
		SP:Iteration 33Q (119960.540000 sec): 3 clusters
  Score: Raw -830992.108678 + Penalty 2989.338333 = -828002.770346
  nChanged 24
		SP:Iteration 34Q (119960.730000 sec): 3 clusters
  Score: Raw -830998.268247 + Penalty 2989.338333 = -828008.929914
  nChanged 17
		SP:Iteration 35Q (119960.920000 sec): 3 clusters
  Score: Raw -831001.541327 + Penalty 2989.338333 = -828012.202994
  nChanged 18
		SP:Iteration 36Q (119961.100000 sec): 3 clusters
  Score: Raw -831005.200109 + Penalty 2989.338333 = -828015.861776
  nChanged 15
		SP:Iteration 37Q (119961.290000 sec): 3 clusters
  Score: Raw -831008.295297 + Penalty 2989.338333 = -828018.956964
  nChanged 16
		SP:Iteration 38Q (119961.480000 sec): 3 clusters
  Score: Raw -831012.715299 + Penalty 2989.338333 = -828023.376966
  nChanged 17
		SP:Iteration 39Q (119961.660000 sec): 3 clusters
  Score: Raw -831016.129117 + Penalty 2989.338333 = -828026.790785
  nChanged 17
		SP:Iteration 40F (119961.890000 sec): 3 clusters
  Score: Raw -831019.813876 + Penalty 2989.338333 = -828030.475543
  nChanged 11
		SP:Iteration 41Q (119962.080000 sec): 3 clusters
  Score: Raw -831021.157483 + Penalty 2989.338333 = -828031.819150
  nChanged 10
		SP:Iteration 42Q (119962.270000 sec): 3 clusters
  Score: Raw -831022.913995 + Penalty 2989.338333 = -828033.575663
  nChanged 12
		SP:Iteration 43Q (119962.460000 sec): 3 clusters
  Score: Raw -831025.583886 + Penalty 2989.338333 = -828036.245553
  nChanged 11
		SP:Iteration 44Q (119962.640000 sec): 3 clusters
  Score: Raw -831027.740123 + Penalty 2989.338333 = -828038.401790
  nChanged 10
		SP:Iteration 45Q (119962.830000 sec): 3 clusters
  Score: Raw -831029.591599 + Penalty 2989.338333 = -828040.253266
  nChanged 5
		SP:Iteration 46Q (119963.020000 sec): 3 clusters
  Score: Raw -831030.612128 + Penalty 2989.338333 = -828041.273796
  nChanged 6
		SP:Iteration 47Q (119963.200000 sec): 3 clusters
  Score: Raw -831031.628487 + Penalty 2989.338333 = -828042.290154
  nChanged 2
		SP:Iteration 48Q (119963.400000 sec): 3 clusters
  Score: Raw -831031.981391 + Penalty 2989.338333 = -828042.643059
  nChanged 1
		SP:Iteration 49Q (119963.580000 sec): 3 clusters
  Score: Raw -831032.524710 + Penalty 2989.338333 = -828043.186378
  nChanged 5
		SP:Iteration 50Q (119963.770000 sec): 3 clusters
  Score: Raw -831033.620533 + Penalty 2989.338333 = -828044.282200
  nChanged 5
		SP:Iteration 51Q (119963.960000 sec): 3 clusters
  Score: Raw -831034.469531 + Penalty 2989.338333 = -828045.131198
  nChanged 8
		SP:Iteration 52Q (119964.140000 sec): 3 clusters
  Score: Raw -831036.086609 + Penalty 2989.338333 = -828046.748276
  nChanged 10
		SP:Iteration 53Q (119964.330000 sec): 3 clusters
  Score: Raw -831038.076962 + Penalty 2989.338333 = -828048.738629
  nChanged 9
		SP:Iteration 54Q (119964.520000 sec): 3 clusters
  Score: Raw -831040.730603 + Penalty 2989.338333 = -828051.392271
  nChanged 11
		SP:Iteration 55Q (119964.700000 sec): 3 clusters
  Score: Raw -831042.791950 + Penalty 2989.338333 = -828053.453617
  nChanged 11
		SP:Iteration 56Q (119964.890000 sec): 3 clusters
  Score: Raw -831044.744925 + Penalty 2989.338333 = -828055.406592
  nChanged 7
		SP:Iteration 57Q (119965.080000 sec): 3 clusters
  Score: Raw -831046.194012 + Penalty 2989.338333 = -828056.855679
  nChanged 8
		SP:Iteration 58Q (119965.260000 sec): 3 clusters
  Score: Raw -831047.338768 + Penalty 2989.338333 = -828058.000435
  nChanged 6
		SP:Iteration 59Q (119965.450000 sec): 3 clusters
  Score: Raw -831048.119135 + Penalty 2989.338333 = -828058.780802
  nChanged 3
		SP:Iteration 60F (119965.680000 sec): 3 clusters
  Score: Raw -831048.334782 + Penalty 2989.338333 = -828058.996450
  nChanged 2
		SP:Iteration 61Q (119965.860000 sec): 3 clusters
  Score: Raw -831048.431341 + Penalty 2989.338333 = -828059.093008
  nChanged 0
		SP:Iteration 62F (119966.090000 sec): 3 clusters
  Score: Raw -831048.431341 + Penalty 2989.338333 = -828059.093008
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (2666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119966.170000 sec): 2 clusters
  Score: Raw -215879.349719 + Penalty 1281.854356 = -214597.495362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119966.340000 sec): 3 clusters
  Score: Raw -214668.770856 + Penalty 2563.708713 = -212105.062143
  nChanged 1007
		SP:Iteration 1F (119966.520000 sec): 3 clusters
  Score: Raw -215295.072316 + Penalty 2563.708713 = -212731.363603
  nChanged 235
		SP:Iteration 2F (119966.700000 sec): 3 clusters
  Score: Raw -215507.504463 + Penalty 2563.708713 = -212943.795750
  nChanged 194
		SP:Iteration 3F (119966.870000 sec): 3 clusters
  Score: Raw -215733.490796 + Penalty 2563.708713 = -213169.782083
  nChanged 184
		SP:Iteration 4F (119967.050000 sec): 3 clusters
  Score: Raw -215937.134886 + Penalty 2563.708713 = -213373.426173
  nChanged 160
		SP:Iteration 5F (119967.220000 sec): 3 clusters
  Score: Raw -216098.278213 + Penalty 2563.708713 = -213534.569500
  nChanged 115
		SP:Iteration 6Q (119967.400000 sec): 3 clusters
  Score: Raw -216189.192598 + Penalty 2563.708713 = -213625.483885
  nChanged 85
		SP:Iteration 7Q (119967.580000 sec): 3 clusters
  Score: Raw -216249.729663 + Penalty 2563.708713 = -213686.020951
  nChanged 60
		SP:Iteration 8Q (119967.640000 sec): 3 clusters
  Score: Raw -216292.148039 + Penalty 2563.708713 = -213728.439327
  nChanged 56
		SP:Iteration 9Q (119967.700000 sec): 3 clusters
  Score: Raw -216339.313992 + Penalty 2563.708713 = -213775.605279
  nChanged 55
		SP:Iteration 10Q (119967.760000 sec): 3 clusters
  Score: Raw -216375.194394 + Penalty 2563.708713 = -213811.485681
  nChanged 41
		SP:Iteration 11Q (119967.810000 sec): 3 clusters
  Score: Raw -216396.923303 + Penalty 2563.708713 = -213833.214590
  nChanged 24
		SP:Iteration 12Q (119967.860000 sec): 3 clusters
  Score: Raw -216409.360098 + Penalty 2563.708713 = -213845.651385
  nChanged 17
		SP:Iteration 13Q (119967.910000 sec): 3 clusters
  Score: Raw -216417.737588 + Penalty 2563.708713 = -213854.028875
  nChanged 20
		SP:Iteration 14Q (119967.960000 sec): 3 clusters
  Score: Raw -216427.717882 + Penalty 2563.708713 = -213864.009169
  nChanged 19
		SP:Iteration 15Q (119968.010000 sec): 3 clusters
  Score: Raw -216438.050478 + Penalty 2563.708713 = -213874.341765
  nChanged 12
		SP:Iteration 16Q (119968.060000 sec): 3 clusters
  Score: Raw -216443.267691 + Penalty 2563.708713 = -213879.558978
  nChanged 8
		SP:Iteration 17Q (119968.120000 sec): 3 clusters
  Score: Raw -216445.859868 + Penalty 2563.708713 = -213882.151155
  nChanged 5
		SP:Iteration 18Q (119968.170000 sec): 3 clusters
  Score: Raw -216447.140325 + Penalty 2563.708713 = -213883.431612
  nChanged 3
		SP:Iteration 19Q (119968.220000 sec): 3 clusters
  Score: Raw -216448.489971 + Penalty 2563.708713 = -213884.781258
  nChanged 7
		SP:Iteration 20F (119968.280000 sec): 3 clusters
  Score: Raw -216450.941444 + Penalty 2563.708713 = -213887.232731
  nChanged 7
		SP:Iteration 21Q (119968.330000 sec): 3 clusters
  Score: Raw -216454.965223 + Penalty 2563.708713 = -213891.256511
  nChanged 8
		SP:Iteration 22Q (119968.380000 sec): 3 clusters
  Score: Raw -216458.758107 + Penalty 2563.708713 = -213895.049395
  nChanged 7
		SP:Iteration 23Q (119968.440000 sec): 3 clusters
  Score: Raw -216461.309705 + Penalty 2563.708713 = -213897.600992
  nChanged 4
		SP:Iteration 24Q (119968.480000 sec): 3 clusters
  Score: Raw -216462.620721 + Penalty 2563.708713 = -213898.912008
  nChanged 3
		SP:Iteration 25Q (119968.540000 sec): 3 clusters
  Score: Raw -216463.706652 + Penalty 2563.708713 = -213899.997939
  nChanged 1
		SP:Iteration 26Q (119968.590000 sec): 3 clusters
  Score: Raw -216464.671971 + Penalty 2563.708713 = -213900.963259
  nChanged 3
		SP:Iteration 27Q (119968.640000 sec): 3 clusters
  Score: Raw -216466.709923 + Penalty 2563.708713 = -213903.001211
  nChanged 3
		SP:Iteration 28Q (119968.690000 sec): 3 clusters
  Score: Raw -216467.352182 + Penalty 2563.708713 = -213903.643469
  nChanged 0
		SP:Iteration 29F (119968.740000 sec): 3 clusters
  Score: Raw -216467.352182 + Penalty 2563.708713 = -213903.643469
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (2692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119968.810000 sec): 2 clusters
  Score: Raw -232279.825811 + Penalty 1283.431450 = -230996.394362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119968.860000 sec): 3 clusters
  Score: Raw -231044.000068 + Penalty 2566.862899 = -228477.137169
  nChanged 1018
		SP:Iteration 1F (119968.910000 sec): 3 clusters
  Score: Raw -231779.955132 + Penalty 2566.862899 = -229213.092233
  nChanged 260
		SP:Iteration 2F (119968.960000 sec): 3 clusters
  Score: Raw -232097.075799 + Penalty 2566.862899 = -229530.212900
  nChanged 218
		SP:Iteration 3F (119969.010000 sec): 3 clusters
  Score: Raw -232427.484838 + Penalty 2566.862899 = -229860.621938
  nChanged 209
		SP:Iteration 4F (119969.060000 sec): 3 clusters
  Score: Raw -232685.608130 + Penalty 2566.862899 = -230118.745230
  nChanged 160
		SP:Iteration 5F (119969.110000 sec): 3 clusters
  Score: Raw -232863.772482 + Penalty 2566.862899 = -230296.909582
  nChanged 109
		SP:Iteration 6Q (119969.160000 sec): 3 clusters
  Score: Raw -232980.553781 + Penalty 2566.862899 = -230413.690881
  nChanged 83
		SP:Iteration 7Q (119969.210000 sec): 3 clusters
  Score: Raw -233051.527605 + Penalty 2566.862899 = -230484.664705
  nChanged 59
		SP:Iteration 8Q (119969.260000 sec): 3 clusters
  Score: Raw -233104.480624 + Penalty 2566.862899 = -230537.617724
  nChanged 45
		SP:Iteration 9Q (119969.310000 sec): 3 clusters
  Score: Raw -233134.236655 + Penalty 2566.862899 = -230567.373756
  nChanged 31
		SP:Iteration 10Q (119969.360000 sec): 3 clusters
  Score: Raw -233152.069669 + Penalty 2566.862899 = -230585.206769
  nChanged 15
		SP:Iteration 11Q (119969.410000 sec): 3 clusters
  Score: Raw -233159.680074 + Penalty 2566.862899 = -230592.817175
  nChanged 16
		SP:Iteration 12Q (119969.460000 sec): 3 clusters
  Score: Raw -233170.896782 + Penalty 2566.862899 = -230604.033883
  nChanged 15
		SP:Iteration 13Q (119969.510000 sec): 3 clusters
  Score: Raw -233182.328655 + Penalty 2566.862899 = -230615.465756
  nChanged 14
		SP:Iteration 14Q (119969.560000 sec): 3 clusters
  Score: Raw -233193.665950 + Penalty 2566.862899 = -230626.803050
  nChanged 14
		SP:Iteration 15Q (119969.610000 sec): 3 clusters
  Score: Raw -233205.871243 + Penalty 2566.862899 = -230639.008343
  nChanged 18
		SP:Iteration 16Q (119969.660000 sec): 3 clusters
  Score: Raw -233221.762369 + Penalty 2566.862899 = -230654.899470
  nChanged 25
		SP:Iteration 17Q (119969.710000 sec): 3 clusters
  Score: Raw -233235.883170 + Penalty 2566.862899 = -230669.020270
  nChanged 17
		SP:Iteration 18Q (119969.760000 sec): 3 clusters
  Score: Raw -233248.603694 + Penalty 2566.862899 = -230681.740795
  nChanged 14
		SP:Iteration 19Q (119969.810000 sec): 3 clusters
  Score: Raw -233259.045413 + Penalty 2566.862899 = -230692.182514
  nChanged 14
		SP:Iteration 20F (119969.860000 sec): 3 clusters
  Score: Raw -233265.223099 + Penalty 2566.862899 = -230698.360200
  nChanged 9
		SP:Iteration 21Q (119969.910000 sec): 3 clusters
  Score: Raw -233269.089422 + Penalty 2566.862899 = -230702.226522
  nChanged 7
		SP:Iteration 22Q (119969.960000 sec): 3 clusters
  Score: Raw -233272.393493 + Penalty 2566.862899 = -230705.530594
  nChanged 5
		SP:Iteration 23Q (119970.000000 sec): 3 clusters
  Score: Raw -233274.368769 + Penalty 2566.862899 = -230707.505870
  nChanged 6
		SP:Iteration 24Q (119970.060000 sec): 3 clusters
  Score: Raw -233276.664095 + Penalty 2566.862899 = -230709.801195
  nChanged 4
		SP:Iteration 25Q (119970.100000 sec): 3 clusters
  Score: Raw -233277.917552 + Penalty 2566.862899 = -230711.054653
  nChanged 6
		SP:Iteration 26Q (119970.160000 sec): 3 clusters
  Score: Raw -233280.792796 + Penalty 2566.862899 = -230713.929897
  nChanged 5
		SP:Iteration 27Q (119970.300000 sec): 3 clusters
  Score: Raw -233282.506624 + Penalty 2566.862899 = -230715.643725
  nChanged 7
		SP:Iteration 28Q (119970.460000 sec): 3 clusters
  Score: Raw -233286.137381 + Penalty 2566.862899 = -230719.274482
  nChanged 7
		SP:Iteration 29Q (119970.650000 sec): 3 clusters
  Score: Raw -233289.748925 + Penalty 2566.862899 = -230722.886026
  nChanged 7
		SP:Iteration 30Q (119970.800000 sec): 3 clusters
  Score: Raw -233293.640620 + Penalty 2566.862899 = -230726.777721
  nChanged 6
		SP:Iteration 31Q (119970.960000 sec): 3 clusters
  Score: Raw -233296.579191 + Penalty 2566.862899 = -230729.716291
  nChanged 5
		SP:Iteration 32Q (119971.140000 sec): 3 clusters
  Score: Raw -233298.880103 + Penalty 2566.862899 = -230732.017204
  nChanged 8
		SP:Iteration 33Q (119971.310000 sec): 3 clusters
  Score: Raw -233304.433107 + Penalty 2566.862899 = -230737.570207
  nChanged 10
		SP:Iteration 34Q (119971.470000 sec): 3 clusters
  Score: Raw -233310.184712 + Penalty 2566.862899 = -230743.321813
  nChanged 10
		SP:Iteration 35Q (119971.620000 sec): 3 clusters
  Score: Raw -233316.469982 + Penalty 2566.862899 = -230749.607083
  nChanged 9
		SP:Iteration 36Q (119971.800000 sec): 3 clusters
  Score: Raw -233320.204988 + Penalty 2566.862899 = -230753.342088
  nChanged 3
		SP:Iteration 37Q (119971.970000 sec): 3 clusters
  Score: Raw -233321.667998 + Penalty 2566.862899 = -230754.805099
  nChanged 4
		SP:Iteration 38Q (119972.150000 sec): 3 clusters
  Score: Raw -233324.046229 + Penalty 2566.862899 = -230757.183330
  nChanged 3
		SP:Iteration 39Q (119972.320000 sec): 3 clusters
  Score: Raw -233325.567485 + Penalty 2566.862899 = -230758.704585
  nChanged 3
		SP:Iteration 40F (119972.500000 sec): 3 clusters
  Score: Raw -233326.197808 + Penalty 2566.862899 = -230759.334908
  nChanged 1
		SP:Iteration 41Q (119972.680000 sec): 3 clusters
  Score: Raw -233326.395139 + Penalty 2566.862899 = -230759.532240
  nChanged 0
		SP:Iteration 42F (119972.850000 sec): 3 clusters
  Score: Raw -233326.395139 + Penalty 2566.862899 = -230759.532240
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (9442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119973.020000 sec): 2 clusters
  Score: Raw -722662.845260 + Penalty 1487.350004 = -721175.495256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119973.220000 sec): 3 clusters
  Score: Raw -717302.169071 + Penalty 2974.700008 = -714327.469064
  nChanged 4084
		SP:Iteration 1F (119973.410000 sec): 3 clusters
  Score: Raw -719943.327494 + Penalty 2974.700008 = -716968.627486
  nChanged 812
		SP:Iteration 2F (119973.590000 sec): 3 clusters
  Score: Raw -720493.456499 + Penalty 2974.700008 = -717518.756491
  nChanged 685
		SP:Iteration 3F (119973.780000 sec): 3 clusters
  Score: Raw -720964.430003 + Penalty 2974.700008 = -717989.729995
  nChanged 616
		SP:Iteration 4F (119973.970000 sec): 3 clusters
  Score: Raw -721460.532044 + Penalty 2974.700008 = -718485.832036
  nChanged 500
		SP:Iteration 5F (119974.160000 sec): 3 clusters
  Score: Raw -721865.292070 + Penalty 2974.700008 = -718890.592062
  nChanged 468
		SP:Iteration 6Q (119974.350000 sec): 3 clusters
  Score: Raw -722185.319123 + Penalty 2974.700008 = -719210.619116
  nChanged 355
		SP:Iteration 7Q (119974.540000 sec): 3 clusters
  Score: Raw -722417.109128 + Penalty 2974.700008 = -719442.409120
  nChanged 316
		SP:Iteration 8Q (119974.720000 sec): 3 clusters
  Score: Raw -722618.640369 + Penalty 2974.700008 = -719643.940361
  nChanged 256
		SP:Iteration 9Q (119974.910000 sec): 3 clusters
  Score: Raw -722761.775421 + Penalty 2974.700008 = -719787.075413
  nChanged 220
		SP:Iteration 10Q (119975.140000 sec): 3 clusters
  Score: Raw -722870.070291 + Penalty 2974.700008 = -719895.370283
  nChanged 160
		SP:Iteration 11Q (119975.320000 sec): 3 clusters
  Score: Raw -722945.056020 + Penalty 2974.700008 = -719970.356012
  nChanged 133
		SP:Iteration 12Q (119975.510000 sec): 3 clusters
  Score: Raw -722999.983705 + Penalty 2974.700008 = -720025.283697
  nChanged 107
		SP:Iteration 13Q (119975.700000 sec): 3 clusters
  Score: Raw -723039.284514 + Penalty 2974.700008 = -720064.584506
  nChanged 106
		SP:Iteration 14Q (119975.930000 sec): 3 clusters
  Score: Raw -723078.654626 + Penalty 2974.700008 = -720103.954618
  nChanged 84
		SP:Iteration 15Q (119976.110000 sec): 3 clusters
  Score: Raw -723107.514044 + Penalty 2974.700008 = -720132.814036
  nChanged 59
		SP:Iteration 16Q (119976.300000 sec): 3 clusters
  Score: Raw -723128.554168 + Penalty 2974.700008 = -720153.854160
  nChanged 45
		SP:Iteration 17Q (119976.490000 sec): 3 clusters
  Score: Raw -723143.850527 + Penalty 2974.700008 = -720169.150519
  nChanged 42
		SP:Iteration 18Q (119976.680000 sec): 3 clusters
  Score: Raw -723157.884734 + Penalty 2974.700008 = -720183.184726
  nChanged 41
		SP:Iteration 19Q (119976.870000 sec): 3 clusters
  Score: Raw -723171.441563 + Penalty 2974.700008 = -720196.741555
  nChanged 26
		SP:Iteration 20F (119977.050000 sec): 3 clusters
  Score: Raw -723175.460670 + Penalty 2974.700008 = -720200.760662
  nChanged 14
		SP:Iteration 21Q (119977.250000 sec): 3 clusters
  Score: Raw -723178.123121 + Penalty 2974.700008 = -720203.423113
  nChanged 17
		SP:Iteration 22Q (119977.430000 sec): 3 clusters
  Score: Raw -723180.846501 + Penalty 2974.700008 = -720206.146494
  nChanged 13
		SP:Iteration 23Q (119977.620000 sec): 3 clusters
  Score: Raw -723182.712276 + Penalty 2974.700008 = -720208.012268
  nChanged 8
		SP:Iteration 24Q (119977.810000 sec): 3 clusters
  Score: Raw -723184.013199 + Penalty 2974.700008 = -720209.313191
  nChanged 10
		SP:Iteration 25Q (119978.000000 sec): 3 clusters
  Score: Raw -723185.169854 + Penalty 2974.700008 = -720210.469846
  nChanged 5
		SP:Iteration 26Q (119978.190000 sec): 3 clusters
  Score: Raw -723186.009444 + Penalty 2974.700008 = -720211.309436
  nChanged 6
		SP:Iteration 27Q (119978.370000 sec): 3 clusters
  Score: Raw -723186.967709 + Penalty 2974.700008 = -720212.267701
  nChanged 7
		SP:Iteration 28Q (119978.540000 sec): 3 clusters
  Score: Raw -723187.987197 + Penalty 2974.700008 = -720213.287189
  nChanged 5
		SP:Iteration 29Q (119978.720000 sec): 3 clusters
  Score: Raw -723188.832387 + Penalty 2974.700008 = -720214.132379
  nChanged 6
		SP:Iteration 30Q (119978.890000 sec): 3 clusters
  Score: Raw -723189.366520 + Penalty 2974.700008 = -720214.666512
  nChanged 5
		SP:Iteration 31Q (119979.070000 sec): 3 clusters
  Score: Raw -723189.722350 + Penalty 2974.700008 = -720215.022342
  nChanged 2
		SP:Iteration 32Q (119979.240000 sec): 3 clusters
  Score: Raw -723190.014701 + Penalty 2974.700008 = -720215.314693
  nChanged 2
		SP:Iteration 33Q (119979.430000 sec): 3 clusters
  Score: Raw -723190.336822 + Penalty 2974.700008 = -720215.636814
  nChanged 4
		SP:Iteration 34Q (119979.610000 sec): 3 clusters
  Score: Raw -723190.847905 + Penalty 2974.700008 = -720216.147897
  nChanged 1
		SP:Iteration 35Q (119979.790000 sec): 3 clusters
  Score: Raw -723191.019291 + Penalty 2974.700008 = -720216.319283
  nChanged 1
		SP:Iteration 36Q (119980.030000 sec): 3 clusters
  Score: Raw -723191.108238 + Penalty 2974.700008 = -720216.408230
  nChanged 1
		SP:Iteration 37Q (119980.210000 sec): 3 clusters
  Score: Raw -723191.150060 + Penalty 2974.700008 = -720216.450052
  nChanged 0
		SP:Iteration 38F (119980.440000 sec): 3 clusters
  Score: Raw -723191.150060 + Penalty 2974.700008 = -720216.450052
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (7316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119980.560000 sec): 2 clusters
  Score: Raw -623380.610622 + Penalty 1445.895589 = -621934.715033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119980.760000 sec): 3 clusters
  Score: Raw -619450.532110 + Penalty 2891.791178 = -616558.740932
  nChanged 3043
		SP:Iteration 1F (119980.870000 sec): 3 clusters
  Score: Raw -621410.053025 + Penalty 2891.791178 = -618518.261847
  nChanged 653
		SP:Iteration 2F (119980.970000 sec): 3 clusters
  Score: Raw -621889.778914 + Penalty 2891.791178 = -618997.987736
  nChanged 543
		SP:Iteration 3F (119981.080000 sec): 3 clusters
  Score: Raw -622269.236178 + Penalty 2891.791178 = -619377.444999
  nChanged 444
		SP:Iteration 4F (119981.190000 sec): 3 clusters
  Score: Raw -622524.215766 + Penalty 2891.791178 = -619632.424588
  nChanged 315
		SP:Iteration 5Q (119981.300000 sec): 3 clusters
  Score: Raw -622682.865868 + Penalty 2891.791178 = -619791.074690
  nChanged 245
		SP:Iteration 6Q (119981.410000 sec): 3 clusters
  Score: Raw -622807.266288 + Penalty 2891.791178 = -619915.475110
  nChanged 186
		SP:Iteration 7Q (119981.530000 sec): 3 clusters
  Score: Raw -622901.125180 + Penalty 2891.791178 = -620009.334002
  nChanged 175
		SP:Iteration 8Q (119981.750000 sec): 3 clusters
  Score: Raw -622978.234385 + Penalty 2891.791178 = -620086.443207
  nChanged 160
		SP:Iteration 9Q (119981.950000 sec): 3 clusters
  Score: Raw -623054.230222 + Penalty 2891.791178 = -620162.439044
  nChanged 160
		SP:Iteration 10Q (119982.150000 sec): 3 clusters
  Score: Raw -623132.291552 + Penalty 2891.791178 = -620240.500373
  nChanged 174
		SP:Iteration 11Q (119982.340000 sec): 3 clusters
  Score: Raw -623223.747603 + Penalty 2891.791178 = -620331.956425
  nChanged 163
		SP:Iteration 12Q (119982.450000 sec): 3 clusters
  Score: Raw -623325.819522 + Penalty 2891.791178 = -620434.028343
  nChanged 179
		SP:Iteration 13Q (119982.650000 sec): 3 clusters
  Score: Raw -623437.306163 + Penalty 2891.791178 = -620545.514985
  nChanged 181
		SP:Iteration 14Q (119982.800000 sec): 3 clusters
  Score: Raw -623538.742943 + Penalty 2891.791178 = -620646.951765
  nChanged 154
		SP:Iteration 15Q (119982.910000 sec): 3 clusters
  Score: Raw -623612.057935 + Penalty 2891.791178 = -620720.266757
  nChanged 123
		SP:Iteration 16Q (119983.020000 sec): 3 clusters
  Score: Raw -623667.854132 + Penalty 2891.791178 = -620776.062954
  nChanged 98
		SP:Iteration 17Q (119983.130000 sec): 3 clusters
  Score: Raw -623713.331718 + Penalty 2891.791178 = -620821.540540
  nChanged 85
		SP:Iteration 18Q (119983.320000 sec): 3 clusters
  Score: Raw -623754.927263 + Penalty 2891.791178 = -620863.136085
  nChanged 94
		SP:Iteration 19Q (119983.530000 sec): 3 clusters
  Score: Raw -623788.235399 + Penalty 2891.791178 = -620896.444221
  nChanged 80
		SP:Iteration 20F (119983.730000 sec): 3 clusters
  Score: Raw -623812.898042 + Penalty 2891.791178 = -620921.106864
  nChanged 60
		SP:Iteration 21Q (119983.930000 sec): 3 clusters
  Score: Raw -623830.728846 + Penalty 2891.791178 = -620938.937667
  nChanged 30
		SP:Iteration 22Q (119984.130000 sec): 3 clusters
  Score: Raw -623839.638652 + Penalty 2891.791178 = -620947.847474
  nChanged 24
		SP:Iteration 23Q (119984.330000 sec): 3 clusters
  Score: Raw -623844.212029 + Penalty 2891.791178 = -620952.420851
  nChanged 25
		SP:Iteration 24Q (119984.540000 sec): 3 clusters
  Score: Raw -623850.647966 + Penalty 2891.791178 = -620958.856788
  nChanged 26
		SP:Iteration 25Q (119984.740000 sec): 3 clusters
  Score: Raw -623855.279171 + Penalty 2891.791178 = -620963.487993
  nChanged 19
		SP:Iteration 26Q (119984.940000 sec): 3 clusters
  Score: Raw -623859.786588 + Penalty 2891.791178 = -620967.995409
  nChanged 22
		SP:Iteration 27Q (119985.140000 sec): 3 clusters
  Score: Raw -623864.615416 + Penalty 2891.791178 = -620972.824237
  nChanged 22
		SP:Iteration 28Q (119985.350000 sec): 3 clusters
  Score: Raw -623868.383327 + Penalty 2891.791178 = -620976.592149
  nChanged 14
		SP:Iteration 29Q (119985.530000 sec): 3 clusters
  Score: Raw -623871.539246 + Penalty 2891.791178 = -620979.748068
  nChanged 11
		SP:Iteration 30Q (119985.640000 sec): 3 clusters
  Score: Raw -623873.817763 + Penalty 2891.791178 = -620982.026585
  nChanged 12
		SP:Iteration 31Q (119985.750000 sec): 3 clusters
  Score: Raw -623875.885479 + Penalty 2891.791178 = -620984.094301
  nChanged 8
		SP:Iteration 32Q (119985.940000 sec): 3 clusters
  Score: Raw -623877.614725 + Penalty 2891.791178 = -620985.823547
  nChanged 6
		SP:Iteration 33Q (119986.150000 sec): 3 clusters
  Score: Raw -623878.433762 + Penalty 2891.791178 = -620986.642583
  nChanged 5
		SP:Iteration 34Q (119986.350000 sec): 3 clusters
  Score: Raw -623879.660786 + Penalty 2891.791178 = -620987.869608
  nChanged 7
		SP:Iteration 35Q (119986.490000 sec): 3 clusters
  Score: Raw -623880.826463 + Penalty 2891.791178 = -620989.035285
  nChanged 11
		SP:Iteration 36Q (119986.670000 sec): 3 clusters
  Score: Raw -623882.903109 + Penalty 2891.791178 = -620991.111931
  nChanged 8
		SP:Iteration 37Q (119986.870000 sec): 3 clusters
  Score: Raw -623884.243580 + Penalty 2891.791178 = -620992.452402
  nChanged 6
		SP:Iteration 38Q (119987.070000 sec): 3 clusters
  Score: Raw -623885.186678 + Penalty 2891.791178 = -620993.395499
  nChanged 4
		SP:Iteration 39Q (119987.200000 sec): 3 clusters
  Score: Raw -623885.897962 + Penalty 2891.791178 = -620994.106784
  nChanged 4
		SP:Iteration 40F (119987.310000 sec): 3 clusters
  Score: Raw -623887.155378 + Penalty 2891.791178 = -620995.364200
  nChanged 8
		SP:Iteration 41Q (119987.490000 sec): 3 clusters
  Score: Raw -623888.729905 + Penalty 2891.791178 = -620996.938727
  nChanged 8
		SP:Iteration 42Q (119987.700000 sec): 3 clusters
  Score: Raw -623890.027261 + Penalty 2891.791178 = -620998.236083
  nChanged 4
		SP:Iteration 43Q (119987.810000 sec): 3 clusters
  Score: Raw -623890.452226 + Penalty 2891.791178 = -620998.661048
  nChanged 2
		SP:Iteration 44Q (119987.920000 sec): 3 clusters
  Score: Raw -623891.120299 + Penalty 2891.791178 = -620999.329121
  nChanged 4
		SP:Iteration 45Q (119988.150000 sec): 3 clusters
  Score: Raw -623891.715965 + Penalty 2891.791178 = -620999.924787
  nChanged 3
		SP:Iteration 46Q (119988.310000 sec): 3 clusters
  Score: Raw -623892.247768 + Penalty 2891.791178 = -621000.456590
  nChanged 3
		SP:Iteration 47Q (119988.510000 sec): 3 clusters
  Score: Raw -623892.533643 + Penalty 2891.791178 = -621000.742465
  nChanged 1
		SP:Iteration 48Q (119988.710000 sec): 3 clusters
  Score: Raw -623892.588633 + Penalty 2891.791178 = -621000.797455
  nChanged 0
		SP:Iteration 49F (119988.910000 sec): 3 clusters
  Score: Raw -623892.588633 + Penalty 2891.791178 = -621000.797455
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (7838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119989.020000 sec): 2 clusters
  Score: Raw -647433.254081 + Penalty 1457.095084 = -645976.158997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119989.210000 sec): 3 clusters
  Score: Raw -643127.172202 + Penalty 2914.190168 = -640212.982034
  nChanged 3382
		SP:Iteration 1F (119989.400000 sec): 3 clusters
  Score: Raw -645382.819560 + Penalty 2914.190168 = -642468.629392
  nChanged 707
		SP:Iteration 2F (119989.610000 sec): 3 clusters
  Score: Raw -645938.512868 + Penalty 2914.190168 = -643024.322700
  nChanged 614
		SP:Iteration 3F (119989.800000 sec): 3 clusters
  Score: Raw -646407.266039 + Penalty 2914.190168 = -643493.075871
  nChanged 500
		SP:Iteration 4F (119990.000000 sec): 3 clusters
  Score: Raw -646783.631687 + Penalty 2914.190168 = -643869.441519
  nChanged 439
		SP:Iteration 5F (119990.200000 sec): 3 clusters
  Score: Raw -647086.972412 + Penalty 2914.190168 = -644172.782244
  nChanged 362
		SP:Iteration 6Q (119990.400000 sec): 3 clusters
  Score: Raw -647318.107089 + Penalty 2914.190168 = -644403.916921
  nChanged 289
		SP:Iteration 7Q (119990.600000 sec): 3 clusters
  Score: Raw -647483.638786 + Penalty 2914.190168 = -644569.448618
  nChanged 218
		SP:Iteration 8Q (119990.800000 sec): 3 clusters
  Score: Raw -647608.752899 + Penalty 2914.190168 = -644694.562731
  nChanged 177
		SP:Iteration 9Q (119991.000000 sec): 3 clusters
  Score: Raw -647691.629755 + Penalty 2914.190168 = -644777.439587
  nChanged 124
		SP:Iteration 10Q (119991.200000 sec): 3 clusters
  Score: Raw -647745.377046 + Penalty 2914.190168 = -644831.186878
  nChanged 93
		SP:Iteration 11Q (119991.330000 sec): 3 clusters
  Score: Raw -647784.235340 + Penalty 2914.190168 = -644870.045172
  nChanged 89
		SP:Iteration 12Q (119991.460000 sec): 3 clusters
  Score: Raw -647820.619141 + Penalty 2914.190168 = -644906.428973
  nChanged 86
		SP:Iteration 13Q (119991.590000 sec): 3 clusters
  Score: Raw -647853.060334 + Penalty 2914.190168 = -644938.870166
  nChanged 68
		SP:Iteration 14Q (119991.710000 sec): 3 clusters
  Score: Raw -647881.004632 + Penalty 2914.190168 = -644966.814464
  nChanged 69
		SP:Iteration 15Q (119991.840000 sec): 3 clusters
  Score: Raw -647908.164969 + Penalty 2914.190168 = -644993.974801
  nChanged 70
		SP:Iteration 16Q (119992.050000 sec): 3 clusters
  Score: Raw -647935.397377 + Penalty 2914.190168 = -645021.207209
  nChanged 67
		SP:Iteration 17Q (119992.250000 sec): 3 clusters
  Score: Raw -647957.564309 + Penalty 2914.190168 = -645043.374140
  nChanged 62
		SP:Iteration 18Q (119992.450000 sec): 3 clusters
  Score: Raw -647977.935554 + Penalty 2914.190168 = -645063.745386
  nChanged 50
		SP:Iteration 19Q (119992.650000 sec): 3 clusters
  Score: Raw -647996.343947 + Penalty 2914.190168 = -645082.153779
  nChanged 46
		SP:Iteration 20F (119992.850000 sec): 3 clusters
  Score: Raw -648013.921205 + Penalty 2914.190168 = -645099.731037
  nChanged 51
		SP:Iteration 21Q (119993.050000 sec): 3 clusters
  Score: Raw -648027.782927 + Penalty 2914.190168 = -645113.592759
  nChanged 45
		SP:Iteration 22Q (119993.250000 sec): 3 clusters
  Score: Raw -648038.305983 + Penalty 2914.190168 = -645124.115815
  nChanged 39
		SP:Iteration 23Q (119993.450000 sec): 3 clusters
  Score: Raw -648047.550553 + Penalty 2914.190168 = -645133.360385
  nChanged 34
		SP:Iteration 24Q (119993.650000 sec): 3 clusters
  Score: Raw -648056.108847 + Penalty 2914.190168 = -645141.918679
  nChanged 30
		SP:Iteration 25Q (119993.840000 sec): 3 clusters
  Score: Raw -648061.178189 + Penalty 2914.190168 = -645146.988021
  nChanged 18
		SP:Iteration 26Q (119994.040000 sec): 3 clusters
  Score: Raw -648064.405500 + Penalty 2914.190168 = -645150.215332
  nChanged 16
		SP:Iteration 27Q (119994.240000 sec): 3 clusters
  Score: Raw -648067.652684 + Penalty 2914.190168 = -645153.462516
  nChanged 14
		SP:Iteration 28Q (119994.440000 sec): 3 clusters
  Score: Raw -648070.065393 + Penalty 2914.190168 = -645155.875225
  nChanged 12
		SP:Iteration 29Q (119994.640000 sec): 3 clusters
  Score: Raw -648072.216620 + Penalty 2914.190168 = -645158.026452
  nChanged 12
		SP:Iteration 30Q (119994.840000 sec): 3 clusters
  Score: Raw -648075.200428 + Penalty 2914.190168 = -645161.010260
  nChanged 13
		SP:Iteration 31Q (119995.030000 sec): 3 clusters
  Score: Raw -648077.685165 + Penalty 2914.190168 = -645163.494997
  nChanged 12
		SP:Iteration 32Q (119995.150000 sec): 3 clusters
  Score: Raw -648081.550391 + Penalty 2914.190168 = -645167.360223
  nChanged 15
		SP:Iteration 33Q (119995.290000 sec): 3 clusters
  Score: Raw -648084.658911 + Penalty 2914.190168 = -645170.468743
  nChanged 18
		SP:Iteration 34Q (119995.510000 sec): 3 clusters
  Score: Raw -648087.394912 + Penalty 2914.190168 = -645173.204743
  nChanged 16
		SP:Iteration 35Q (119995.720000 sec): 3 clusters
  Score: Raw -648092.520719 + Penalty 2914.190168 = -645178.330551
  nChanged 19
		SP:Iteration 36Q (119995.920000 sec): 3 clusters
  Score: Raw -648096.748324 + Penalty 2914.190168 = -645182.558156
  nChanged 20
		SP:Iteration 37Q (119996.120000 sec): 3 clusters
  Score: Raw -648100.492306 + Penalty 2914.190168 = -645186.302138
  nChanged 18
		SP:Iteration 38Q (119996.320000 sec): 3 clusters
  Score: Raw -648106.148521 + Penalty 2914.190168 = -645191.958352
  nChanged 23
		SP:Iteration 39Q (119996.520000 sec): 3 clusters
  Score: Raw -648111.680941 + Penalty 2914.190168 = -645197.490772
  nChanged 20
		SP:Iteration 40F (119996.720000 sec): 3 clusters
  Score: Raw -648115.561046 + Penalty 2914.190168 = -645201.370878
  nChanged 14
		SP:Iteration 41Q (119996.910000 sec): 3 clusters
  Score: Raw -648118.063880 + Penalty 2914.190168 = -645203.873712
  nChanged 17
		SP:Iteration 42Q (119997.110000 sec): 3 clusters
  Score: Raw -648120.590219 + Penalty 2914.190168 = -645206.400051
  nChanged 8
		SP:Iteration 43Q (119997.320000 sec): 3 clusters
  Score: Raw -648121.568625 + Penalty 2914.190168 = -645207.378457
  nChanged 6
		SP:Iteration 44Q (119997.500000 sec): 3 clusters
  Score: Raw -648122.811113 + Penalty 2914.190168 = -645208.620945
  nChanged 8
		SP:Iteration 45Q (119997.700000 sec): 3 clusters
  Score: Raw -648124.099925 + Penalty 2914.190168 = -645209.909757
  nChanged 6
		SP:Iteration 46Q (119997.940000 sec): 3 clusters
  Score: Raw -648124.829261 + Penalty 2914.190168 = -645210.639093
  nChanged 5
		SP:Iteration 47Q (119998.140000 sec): 3 clusters
  Score: Raw -648125.277277 + Penalty 2914.190168 = -645211.087109
  nChanged 1
		SP:Iteration 48Q (119998.340000 sec): 3 clusters
  Score: Raw -648125.553034 + Penalty 2914.190168 = -645211.362866
  nChanged 1
		SP:Iteration 49Q (119998.540000 sec): 3 clusters
  Score: Raw -648125.622740 + Penalty 2914.190168 = -645211.432572
  nChanged 0
		SP:Iteration 50F (119998.740000 sec): 3 clusters
  Score: Raw -648125.622740 + Penalty 2914.190168 = -645211.432572
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (2128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119998.830000 sec): 2 clusters
  Score: Raw -197222.841963 + Penalty 1245.227401 = -195977.614562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119999.010000 sec): 3 clusters
  Score: Raw -196278.895655 + Penalty 2490.454801 = -193788.440853
  nChanged 780
		SP:Iteration 1F (119999.180000 sec): 3 clusters
  Score: Raw -196806.374056 + Penalty 2490.454801 = -194315.919255
  nChanged 197
		SP:Iteration 2F (119999.360000 sec): 3 clusters
  Score: Raw -196984.527962 + Penalty 2490.454801 = -194494.073161
  nChanged 152
		SP:Iteration 3F (119999.530000 sec): 3 clusters
  Score: Raw -197135.238759 + Penalty 2490.454801 = -194644.783957
  nChanged 140
		SP:Iteration 4F (119999.710000 sec): 3 clusters
  Score: Raw -197281.509482 + Penalty 2490.454801 = -194791.054680
  nChanged 124
		SP:Iteration 5F (119999.880000 sec): 3 clusters
  Score: Raw -197399.384504 + Penalty 2490.454801 = -194908.929702
  nChanged 106
		SP:Iteration 6Q (120000.060000 sec): 3 clusters
  Score: Raw -197509.902581 + Penalty 2490.454801 = -195019.447779
  nChanged 74
		SP:Iteration 7Q (120000.240000 sec): 3 clusters
  Score: Raw -197577.514795 + Penalty 2490.454801 = -195087.059993
  nChanged 56
		SP:Iteration 8Q (120000.410000 sec): 3 clusters
  Score: Raw -197625.902651 + Penalty 2490.454801 = -195135.447850
  nChanged 40
		SP:Iteration 9Q (120000.590000 sec): 3 clusters
  Score: Raw -197652.182355 + Penalty 2490.454801 = -195161.727554
  nChanged 35
		SP:Iteration 10Q (120000.770000 sec): 3 clusters
  Score: Raw -197677.560472 + Penalty 2490.454801 = -195187.105670
  nChanged 24
		SP:Iteration 11Q (120000.940000 sec): 3 clusters
  Score: Raw -197692.569574 + Penalty 2490.454801 = -195202.114772
  nChanged 18
		SP:Iteration 12Q (120001.090000 sec): 3 clusters
  Score: Raw -197703.460483 + Penalty 2490.454801 = -195213.005682
  nChanged 18
		SP:Iteration 13Q (120001.210000 sec): 3 clusters
  Score: Raw -197711.471679 + Penalty 2490.454801 = -195221.016877
  nChanged 8
		SP:Iteration 14Q (120001.250000 sec): 3 clusters
  Score: Raw -197715.049423 + Penalty 2490.454801 = -195224.594622
  nChanged 7
		SP:Iteration 15Q (120001.290000 sec): 3 clusters
  Score: Raw -197720.717891 + Penalty 2490.454801 = -195230.263090
  nChanged 7
		SP:Iteration 16Q (120001.340000 sec): 3 clusters
  Score: Raw -197725.403279 + Penalty 2490.454801 = -195234.948478
  nChanged 6
		SP:Iteration 17Q (120001.380000 sec): 3 clusters
  Score: Raw -197728.596620 + Penalty 2490.454801 = -195238.141819
  nChanged 8
		SP:Iteration 18Q (120001.420000 sec): 3 clusters
  Score: Raw -197734.475606 + Penalty 2490.454801 = -195244.020805
  nChanged 6
		SP:Iteration 19Q (120001.470000 sec): 3 clusters
  Score: Raw -197738.038182 + Penalty 2490.454801 = -195247.583380
  nChanged 5
		SP:Iteration 20F (120001.510000 sec): 3 clusters
  Score: Raw -197741.196437 + Penalty 2490.454801 = -195250.741636
  nChanged 7
		SP:Iteration 21Q (120001.550000 sec): 3 clusters
  Score: Raw -197744.305197 + Penalty 2490.454801 = -195253.850395
  nChanged 4
		SP:Iteration 22Q (120001.590000 sec): 3 clusters
  Score: Raw -197746.589281 + Penalty 2490.454801 = -195256.134480
  nChanged 4
		SP:Iteration 23Q (120001.640000 sec): 3 clusters
  Score: Raw -197748.432318 + Penalty 2490.454801 = -195257.977516
  nChanged 4
		SP:Iteration 24Q (120001.680000 sec): 3 clusters
  Score: Raw -197750.758374 + Penalty 2490.454801 = -195260.303573
  nChanged 3
		SP:Iteration 25Q (120001.720000 sec): 3 clusters
  Score: Raw -197752.832096 + Penalty 2490.454801 = -195262.377295
  nChanged 6
		SP:Iteration 26Q (120001.770000 sec): 3 clusters
  Score: Raw -197755.084056 + Penalty 2490.454801 = -195264.629254
  nChanged 2
		SP:Iteration 27Q (120001.810000 sec): 3 clusters
  Score: Raw -197755.653718 + Penalty 2490.454801 = -195265.198917
  nChanged 1
		SP:Iteration 28Q (120001.850000 sec): 3 clusters
  Score: Raw -197755.951151 + Penalty 2490.454801 = -195265.496349
  nChanged 1
		SP:Iteration 29Q (120001.900000 sec): 3 clusters
  Score: Raw -197756.298073 + Penalty 2490.454801 = -195265.843272
  nChanged 0
		SP:Iteration 30F (120001.940000 sec): 3 clusters
  Score: Raw -197756.298073 + Penalty 2490.454801 = -195265.843272
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (4433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120002.060000 sec): 2 clusters
  Score: Raw -436021.241067 + Penalty 1364.485173 = -434656.755894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120002.210000 sec): 3 clusters
  Score: Raw -433764.259700 + Penalty 2728.970346 = -431035.289354
  nChanged 1784
		SP:Iteration 1F (120002.300000 sec): 3 clusters
  Score: Raw -434851.251923 + Penalty 2728.970346 = -432122.281576
  nChanged 368
		SP:Iteration 2F (120002.380000 sec): 3 clusters
  Score: Raw -435090.519321 + Penalty 2728.970346 = -432361.548975
  nChanged 290
		SP:Iteration 3F (120002.470000 sec): 3 clusters
  Score: Raw -435280.700717 + Penalty 2728.970346 = -432551.730370
  nChanged 256
		SP:Iteration 4F (120002.550000 sec): 3 clusters
  Score: Raw -435452.951204 + Penalty 2728.970346 = -432723.980858
  nChanged 217
		SP:Iteration 5Q (120002.640000 sec): 3 clusters
  Score: Raw -435593.071326 + Penalty 2728.970346 = -432864.100979
  nChanged 203
		SP:Iteration 6Q (120002.730000 sec): 3 clusters
  Score: Raw -435732.947964 + Penalty 2728.970346 = -433003.977618
  nChanged 174
		SP:Iteration 7Q (120002.810000 sec): 3 clusters
  Score: Raw -435843.510540 + Penalty 2728.970346 = -433114.540193
  nChanged 129
		SP:Iteration 8Q (120002.900000 sec): 3 clusters
  Score: Raw -435918.346445 + Penalty 2728.970346 = -433189.376098
  nChanged 87
		SP:Iteration 9Q (120002.990000 sec): 3 clusters
  Score: Raw -435961.704049 + Penalty 2728.970346 = -433232.733703
  nChanged 64
		SP:Iteration 10Q (120003.070000 sec): 3 clusters
  Score: Raw -435992.481063 + Penalty 2728.970346 = -433263.510716
  nChanged 44
		SP:Iteration 11Q (120003.160000 sec): 3 clusters
  Score: Raw -436012.031510 + Penalty 2728.970346 = -433283.061164
  nChanged 36
		SP:Iteration 12Q (120003.240000 sec): 3 clusters
  Score: Raw -436024.767135 + Penalty 2728.970346 = -433295.796789
  nChanged 20
		SP:Iteration 13Q (120003.330000 sec): 3 clusters
  Score: Raw -436033.673512 + Penalty 2728.970346 = -433304.703165
  nChanged 20
		SP:Iteration 14Q (120003.420000 sec): 3 clusters
  Score: Raw -436041.333956 + Penalty 2728.970346 = -433312.363609
  nChanged 21
		SP:Iteration 15Q (120003.500000 sec): 3 clusters
  Score: Raw -436050.749106 + Penalty 2728.970346 = -433321.778760
  nChanged 23
		SP:Iteration 16Q (120003.590000 sec): 3 clusters
  Score: Raw -436063.917861 + Penalty 2728.970346 = -433334.947515
  nChanged 23
		SP:Iteration 17Q (120003.670000 sec): 3 clusters
  Score: Raw -436080.963482 + Penalty 2728.970346 = -433351.993136
  nChanged 30
		SP:Iteration 18Q (120003.760000 sec): 3 clusters
  Score: Raw -436099.477951 + Penalty 2728.970346 = -433370.507605
  nChanged 29
		SP:Iteration 19Q (120003.850000 sec): 3 clusters
  Score: Raw -436113.946676 + Penalty 2728.970346 = -433384.976330
  nChanged 33
		SP:Iteration 20F (120003.930000 sec): 3 clusters
  Score: Raw -436131.413256 + Penalty 2728.970346 = -433402.442910
  nChanged 39
		SP:Iteration 21Q (120004.010000 sec): 3 clusters
  Score: Raw -436151.002195 + Penalty 2728.970346 = -433422.031849
  nChanged 36
		SP:Iteration 22Q (120004.100000 sec): 3 clusters
  Score: Raw -436171.115128 + Penalty 2728.970346 = -433442.144782
  nChanged 31
		SP:Iteration 23Q (120004.190000 sec): 3 clusters
  Score: Raw -436188.487535 + Penalty 2728.970346 = -433459.517189
  nChanged 34
		SP:Iteration 24Q (120004.270000 sec): 3 clusters
  Score: Raw -436206.932658 + Penalty 2728.970346 = -433477.962311
  nChanged 22
		SP:Iteration 25Q (120004.350000 sec): 3 clusters
  Score: Raw -436216.984314 + Penalty 2728.970346 = -433488.013967
  nChanged 16
		SP:Iteration 26Q (120004.440000 sec): 3 clusters
  Score: Raw -436224.998325 + Penalty 2728.970346 = -433496.027979
  nChanged 18
		SP:Iteration 27Q (120004.530000 sec): 3 clusters
  Score: Raw -436233.734339 + Penalty 2728.970346 = -433504.763992
  nChanged 16
		SP:Iteration 28Q (120004.610000 sec): 3 clusters
  Score: Raw -436241.162976 + Penalty 2728.970346 = -433512.192630
  nChanged 15
		SP:Iteration 29Q (120004.700000 sec): 3 clusters
  Score: Raw -436248.641311 + Penalty 2728.970346 = -433519.670965
  nChanged 15
		SP:Iteration 30Q (120004.870000 sec): 3 clusters
  Score: Raw -436256.712987 + Penalty 2728.970346 = -433527.742641
  nChanged 14
		SP:Iteration 31Q (120005.050000 sec): 3 clusters
  Score: Raw -436263.190606 + Penalty 2728.970346 = -433534.220260
  nChanged 10
		SP:Iteration 32Q (120005.230000 sec): 3 clusters
  Score: Raw -436267.356360 + Penalty 2728.970346 = -433538.386014
  nChanged 9
		SP:Iteration 33Q (120005.400000 sec): 3 clusters
  Score: Raw -436270.939933 + Penalty 2728.970346 = -433541.969586
  nChanged 5
		SP:Iteration 34Q (120005.580000 sec): 3 clusters
  Score: Raw -436272.915181 + Penalty 2728.970346 = -433543.944835
  nChanged 5
		SP:Iteration 35Q (120005.750000 sec): 3 clusters
  Score: Raw -436274.685794 + Penalty 2728.970346 = -433545.715447
  nChanged 5
		SP:Iteration 36Q (120005.930000 sec): 3 clusters
  Score: Raw -436276.431820 + Penalty 2728.970346 = -433547.461473
  nChanged 0
		SP:Iteration 37F (120006.110000 sec): 3 clusters
  Score: Raw -436276.431820 + Penalty 2728.970346 = -433547.461473
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120006.190000 sec): 2 clusters
  Score: Raw -74321.164964 + Penalty 1115.198161 = -73205.966803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120006.360000 sec): 3 clusters
  Score: Raw -74052.699803 + Penalty 2230.396322 = -71822.303481
  nChanged 302
		SP:Iteration 1F (120006.540000 sec): 3 clusters
  Score: Raw -74373.533035 + Penalty 2230.396322 = -72143.136713
  nChanged 108
		SP:Iteration 2F (120006.710000 sec): 3 clusters
  Score: Raw -74526.025045 + Penalty 2230.396322 = -72295.628724
  nChanged 69
		SP:Iteration 3F (120006.890000 sec): 3 clusters
  Score: Raw -74623.651213 + Penalty 2230.396322 = -72393.254891
  nChanged 53
		SP:Iteration 4F (120007.070000 sec): 3 clusters
  Score: Raw -74711.826850 + Penalty 2230.396322 = -72481.430528
  nChanged 40
		SP:Iteration 5Q (120007.240000 sec): 3 clusters
  Score: Raw -74813.808961 + Penalty 2230.396322 = -72583.412640
  nChanged 35
		SP:Iteration 6Q (120007.420000 sec): 3 clusters
  Score: Raw -74883.951481 + Penalty 2230.396322 = -72653.555159
  nChanged 21
		SP:Iteration 7Q (120007.590000 sec): 3 clusters
  Score: Raw -74923.398226 + Penalty 2230.396322 = -72693.001904
  nChanged 17
		SP:Iteration 8Q (120007.770000 sec): 3 clusters
  Score: Raw -74964.545298 + Penalty 2230.396322 = -72734.148976
  nChanged 16
		SP:Iteration 9Q (120007.950000 sec): 3 clusters
  Score: Raw -75028.567949 + Penalty 2230.396322 = -72798.171627
  nChanged 20
		SP:Iteration 10Q (120008.120000 sec): 3 clusters
  Score: Raw -75099.379901 + Penalty 2230.396322 = -72868.983579
  nChanged 20
		SP:Iteration 11Q (120008.300000 sec): 3 clusters
  Score: Raw -75151.721333 + Penalty 2230.396322 = -72921.325011
  nChanged 15
		SP:Iteration 12Q (120008.480000 sec): 3 clusters
  Score: Raw -75198.559463 + Penalty 2230.396322 = -72968.163141
  nChanged 16
		SP:Iteration 13Q (120008.650000 sec): 3 clusters
  Score: Raw -75242.485181 + Penalty 2230.396322 = -73012.088860
  nChanged 14
		SP:Iteration 14Q (120008.830000 sec): 3 clusters
  Score: Raw -75264.086289 + Penalty 2230.396322 = -73033.689967
  nChanged 11
		SP:Iteration 15Q (120009.000000 sec): 3 clusters
  Score: Raw -75284.953117 + Penalty 2230.396322 = -73054.556795
  nChanged 4
		SP:Iteration 16Q (120009.140000 sec): 3 clusters
  Score: Raw -75288.298703 + Penalty 2230.396322 = -73057.902381
  nChanged 3
		SP:Iteration 17Q (120009.160000 sec): 3 clusters
  Score: Raw -75291.528098 + Penalty 2230.396322 = -73061.131777
  nChanged 0
		SP:Iteration 18F (120009.180000 sec): 3 clusters
  Score: Raw -75291.528098 + Penalty 2230.396322 = -73061.131777
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120009.280000 sec): 2 clusters
  Score: Raw -265671.000591 + Penalty 1331.022693 = -264339.977898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120009.360000 sec): 3 clusters
  Score: Raw -263983.257567 + Penalty 2662.045386 = -261321.212180
  nChanged 1398
		SP:Iteration 1F (120009.440000 sec): 3 clusters
  Score: Raw -265099.222282 + Penalty 2662.045386 = -262437.176896
  nChanged 363
		SP:Iteration 2F (120009.520000 sec): 3 clusters
  Score: Raw -265469.630087 + Penalty 2662.045386 = -262807.584700
  nChanged 272
		SP:Iteration 3F (120009.590000 sec): 3 clusters
  Score: Raw -265699.650442 + Penalty 2662.045386 = -263037.605056
  nChanged 193
		SP:Iteration 4F (120009.660000 sec): 3 clusters
  Score: Raw -265846.331758 + Penalty 2662.045386 = -263184.286371
  nChanged 126
		SP:Iteration 5Q (120009.720000 sec): 3 clusters
  Score: Raw -265941.051473 + Penalty 2662.045386 = -263279.006086
  nChanged 108
		SP:Iteration 6Q (120009.800000 sec): 3 clusters
  Score: Raw -266018.665801 + Penalty 2662.045386 = -263356.620415
  nChanged 94
		SP:Iteration 7Q (120009.860000 sec): 3 clusters
  Score: Raw -266090.863243 + Penalty 2662.045386 = -263428.817856
  nChanged 88
		SP:Iteration 8Q (120009.940000 sec): 3 clusters
  Score: Raw -266143.602427 + Penalty 2662.045386 = -263481.557041
  nChanged 61
		SP:Iteration 9Q (120010.000000 sec): 3 clusters
  Score: Raw -266176.763745 + Penalty 2662.045386 = -263514.718359
  nChanged 48
		SP:Iteration 10Q (120010.070000 sec): 3 clusters
  Score: Raw -266203.394441 + Penalty 2662.045386 = -263541.349054
  nChanged 51
		SP:Iteration 11Q (120010.140000 sec): 3 clusters
  Score: Raw -266235.756637 + Penalty 2662.045386 = -263573.711251
  nChanged 53
		SP:Iteration 12Q (120010.210000 sec): 3 clusters
  Score: Raw -266266.955109 + Penalty 2662.045386 = -263604.909722
  nChanged 48
		SP:Iteration 13Q (120010.280000 sec): 3 clusters
  Score: Raw -266297.622933 + Penalty 2662.045386 = -263635.577547
  nChanged 43
		SP:Iteration 14Q (120010.360000 sec): 3 clusters
  Score: Raw -266324.138460 + Penalty 2662.045386 = -263662.093074
  nChanged 41
		SP:Iteration 15Q (120010.440000 sec): 3 clusters
  Score: Raw -266346.834415 + Penalty 2662.045386 = -263684.789029
  nChanged 38
		SP:Iteration 16Q (120010.500000 sec): 3 clusters
  Score: Raw -266361.047290 + Penalty 2662.045386 = -263699.001903
  nChanged 20
		SP:Iteration 17Q (120010.570000 sec): 3 clusters
  Score: Raw -266367.267169 + Penalty 2662.045386 = -263705.221783
  nChanged 17
		SP:Iteration 18Q (120010.640000 sec): 3 clusters
  Score: Raw -266372.771799 + Penalty 2662.045386 = -263710.726413
  nChanged 10
		SP:Iteration 19Q (120010.710000 sec): 3 clusters
  Score: Raw -266374.673535 + Penalty 2662.045386 = -263712.628149
  nChanged 3
		SP:Iteration 20F (120010.790000 sec): 3 clusters
  Score: Raw -266375.091972 + Penalty 2662.045386 = -263713.046586
  nChanged 4
		SP:Iteration 21Q (120010.860000 sec): 3 clusters
  Score: Raw -266376.322554 + Penalty 2662.045386 = -263714.277168
  nChanged 2
		SP:Iteration 22Q (120010.930000 sec): 3 clusters
  Score: Raw -266377.053437 + Penalty 2662.045386 = -263715.008051
  nChanged 2
		SP:Iteration 23Q (120011.000000 sec): 3 clusters
  Score: Raw -266377.237601 + Penalty 2662.045386 = -263715.192215
  nChanged 5
		SP:Iteration 24Q (120011.060000 sec): 3 clusters
  Score: Raw -266377.881380 + Penalty 2662.045386 = -263715.835994
  nChanged 4
		SP:Iteration 25Q (120011.140000 sec): 3 clusters
  Score: Raw -266379.031529 + Penalty 2662.045386 = -263716.986142
  nChanged 3
		SP:Iteration 26Q (120011.200000 sec): 3 clusters
  Score: Raw -266380.108509 + Penalty 2662.045386 = -263718.063122
  nChanged 5
		SP:Iteration 27Q (120011.270000 sec): 3 clusters
  Score: Raw -266380.963334 + Penalty 2662.045386 = -263718.917948
  nChanged 2
		SP:Iteration 28Q (120011.340000 sec): 3 clusters
  Score: Raw -266381.339732 + Penalty 2662.045386 = -263719.294346
  nChanged 2
		SP:Iteration 29Q (120011.410000 sec): 3 clusters
  Score: Raw -266382.042691 + Penalty 2662.045386 = -263719.997305
  nChanged 3
		SP:Iteration 30Q (120011.480000 sec): 3 clusters
  Score: Raw -266382.559861 + Penalty 2662.045386 = -263720.514475
  nChanged 2
		SP:Iteration 31Q (120011.550000 sec): 3 clusters
  Score: Raw -266382.801023 + Penalty 2662.045386 = -263720.755636
  nChanged 2
		SP:Iteration 32Q (120011.620000 sec): 3 clusters
  Score: Raw -266384.028607 + Penalty 2662.045386 = -263721.983221
  nChanged 5
		SP:Iteration 33Q (120011.690000 sec): 3 clusters
  Score: Raw -266385.259929 + Penalty 2662.045386 = -263723.214543
  nChanged 3
		SP:Iteration 34Q (120011.760000 sec): 3 clusters
  Score: Raw -266386.567980 + Penalty 2662.045386 = -263724.522594
  nChanged 6
		SP:Iteration 35Q (120011.830000 sec): 3 clusters
  Score: Raw -266388.561353 + Penalty 2662.045386 = -263726.515967
  nChanged 4
		SP:Iteration 36Q (120011.900000 sec): 3 clusters
  Score: Raw -266389.437320 + Penalty 2662.045386 = -263727.391934
  nChanged 5
		SP:Iteration 37Q (120011.970000 sec): 3 clusters
  Score: Raw -266390.678894 + Penalty 2662.045386 = -263728.633508
  nChanged 4
		SP:Iteration 38Q (120012.040000 sec): 3 clusters
  Score: Raw -266391.895873 + Penalty 2662.045386 = -263729.850487
  nChanged 5
		SP:Iteration 39Q (120012.110000 sec): 3 clusters
  Score: Raw -266393.271732 + Penalty 2662.045386 = -263731.226346
  nChanged 7
		SP:Iteration 40F (120012.310000 sec): 3 clusters
  Score: Raw -266394.808850 + Penalty 2662.045386 = -263732.763464
  nChanged 6
		SP:Iteration 41Q (120012.460000 sec): 3 clusters
  Score: Raw -266395.778936 + Penalty 2662.045386 = -263733.733550
  nChanged 6
		SP:Iteration 42Q (120012.560000 sec): 3 clusters
  Score: Raw -266397.216256 + Penalty 2662.045386 = -263735.170870
  nChanged 6
		SP:Iteration 43Q (120012.650000 sec): 3 clusters
  Score: Raw -266398.519010 + Penalty 2662.045386 = -263736.473624
  nChanged 9
		SP:Iteration 44Q (120012.720000 sec): 3 clusters
  Score: Raw -266400.585983 + Penalty 2662.045386 = -263738.540596
  nChanged 7
		SP:Iteration 45Q (120012.800000 sec): 3 clusters
  Score: Raw -266403.050620 + Penalty 2662.045386 = -263741.005233
  nChanged 9
		SP:Iteration 46Q (120012.860000 sec): 3 clusters
  Score: Raw -266405.528718 + Penalty 2662.045386 = -263743.483331
  nChanged 8
		SP:Iteration 47Q (120012.930000 sec): 3 clusters
  Score: Raw -266409.558913 + Penalty 2662.045386 = -263747.513526
  nChanged 11
		SP:Iteration 48Q (120013.000000 sec): 3 clusters
  Score: Raw -266415.485966 + Penalty 2662.045386 = -263753.440579
  nChanged 18
		SP:Iteration 49Q (120013.070000 sec): 3 clusters
  Score: Raw -266421.369814 + Penalty 2662.045386 = -263759.324428
  nChanged 11
		SP:Iteration 50Q (120013.140000 sec): 3 clusters
  Score: Raw -266424.592887 + Penalty 2662.045386 = -263762.547501
  nChanged 13
		SP:Iteration 51Q (120013.210000 sec): 3 clusters
  Score: Raw -266428.962174 + Penalty 2662.045386 = -263766.916787
  nChanged 11
		SP:Iteration 52Q (120013.280000 sec): 3 clusters
  Score: Raw -266433.558146 + Penalty 2662.045386 = -263771.512760
  nChanged 15
		SP:Iteration 53Q (120013.350000 sec): 3 clusters
  Score: Raw -266438.824294 + Penalty 2662.045386 = -263776.778907
  nChanged 14
		SP:Iteration 54Q (120013.420000 sec): 3 clusters
  Score: Raw -266443.250411 + Penalty 2662.045386 = -263781.205024
  nChanged 10
		SP:Iteration 55Q (120013.490000 sec): 3 clusters
  Score: Raw -266447.745437 + Penalty 2662.045386 = -263785.700051
  nChanged 12
		SP:Iteration 56Q (120013.560000 sec): 3 clusters
  Score: Raw -266450.909742 + Penalty 2662.045386 = -263788.864356
  nChanged 8
		SP:Iteration 57Q (120013.630000 sec): 3 clusters
  Score: Raw -266452.907739 + Penalty 2662.045386 = -263790.862352
  nChanged 8
		SP:Iteration 58Q (120013.700000 sec): 3 clusters
  Score: Raw -266454.440085 + Penalty 2662.045386 = -263792.394698
  nChanged 4
		SP:Iteration 59Q (120013.770000 sec): 3 clusters
  Score: Raw -266454.868200 + Penalty 2662.045386 = -263792.822814
  nChanged 4
		SP:Iteration 60F (120013.840000 sec): 3 clusters
  Score: Raw -266455.574223 + Penalty 2662.045386 = -263793.528836
  nChanged 5
		SP:Iteration 61Q (120013.900000 sec): 3 clusters
  Score: Raw -266457.749816 + Penalty 2662.045386 = -263795.704430
  nChanged 7
		SP:Iteration 62Q (120013.980000 sec): 3 clusters
  Score: Raw -266460.557935 + Penalty 2662.045386 = -263798.512549
  nChanged 8
		SP:Iteration 63Q (120014.040000 sec): 3 clusters
  Score: Raw -266463.042138 + Penalty 2662.045386 = -263800.996752
  nChanged 8
		SP:Iteration 64Q (120014.120000 sec): 3 clusters
  Score: Raw -266466.257603 + Penalty 2662.045386 = -263804.212217
  nChanged 6
		SP:Iteration 65Q (120014.180000 sec): 3 clusters
  Score: Raw -266469.341450 + Penalty 2662.045386 = -263807.296064
  nChanged 7
		SP:Iteration 66Q (120014.250000 sec): 3 clusters
  Score: Raw -266471.933347 + Penalty 2662.045386 = -263809.887961
  nChanged 12
		SP:Iteration 67Q (120014.320000 sec): 3 clusters
  Score: Raw -266475.312034 + Penalty 2662.045386 = -263813.266648
  nChanged 10
		SP:Iteration 68Q (120014.390000 sec): 3 clusters
  Score: Raw -266478.573437 + Penalty 2662.045386 = -263816.528050
  nChanged 6
		SP:Iteration 69Q (120014.460000 sec): 3 clusters
  Score: Raw -266479.510707 + Penalty 2662.045386 = -263817.465320
  nChanged 1
		SP:Iteration 70Q (120014.530000 sec): 3 clusters
  Score: Raw -266479.565990 + Penalty 2662.045386 = -263817.520604
  nChanged 1
		SP:Iteration 71Q (120014.600000 sec): 3 clusters
  Score: Raw -266479.651062 + Penalty 2662.045386 = -263817.605676
  nChanged 1
		SP:Iteration 72Q (120014.680000 sec): 3 clusters
  Score: Raw -266480.029991 + Penalty 2662.045386 = -263817.984605
  nChanged 0
		SP:Iteration 73F (120014.750000 sec): 3 clusters
  Score: Raw -266480.029991 + Penalty 2662.045386 = -263817.984605
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (1881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120014.810000 sec): 2 clusters
  Score: Raw -161151.559444 + Penalty 1225.178310 = -159926.381134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120014.850000 sec): 3 clusters
  Score: Raw -160377.409511 + Penalty 2450.356620 = -157927.052891
  nChanged 674
		SP:Iteration 1F (120014.890000 sec): 3 clusters
  Score: Raw -160841.337016 + Penalty 2450.356620 = -158390.980397
  nChanged 169
		SP:Iteration 2F (120014.940000 sec): 3 clusters
  Score: Raw -160990.288040 + Penalty 2450.356620 = -158539.931421
  nChanged 112
		SP:Iteration 3F (120014.980000 sec): 3 clusters
  Score: Raw -161094.811667 + Penalty 2450.356620 = -158644.455047
  nChanged 89
		SP:Iteration 4Q (120015.020000 sec): 3 clusters
  Score: Raw -161187.687114 + Penalty 2450.356620 = -158737.330494
  nChanged 82
		SP:Iteration 5Q (120015.060000 sec): 3 clusters
  Score: Raw -161264.041198 + Penalty 2450.356620 = -158813.684578
  nChanged 54
		SP:Iteration 6Q (120015.100000 sec): 3 clusters
  Score: Raw -161305.984710 + Penalty 2450.356620 = -158855.628091
  nChanged 39
		SP:Iteration 7Q (120015.150000 sec): 3 clusters
  Score: Raw -161338.140043 + Penalty 2450.356620 = -158887.783423
  nChanged 31
		SP:Iteration 8Q (120015.190000 sec): 3 clusters
  Score: Raw -161363.133719 + Penalty 2450.356620 = -158912.777099
  nChanged 29
		SP:Iteration 9Q (120015.230000 sec): 3 clusters
  Score: Raw -161387.785526 + Penalty 2450.356620 = -158937.428907
  nChanged 28
		SP:Iteration 10Q (120015.270000 sec): 3 clusters
  Score: Raw -161409.296529 + Penalty 2450.356620 = -158958.939909
  nChanged 32
		SP:Iteration 11Q (120015.310000 sec): 3 clusters
  Score: Raw -161437.969444 + Penalty 2450.356620 = -158987.612824
  nChanged 36
		SP:Iteration 12Q (120015.350000 sec): 3 clusters
  Score: Raw -161480.011491 + Penalty 2450.356620 = -159029.654871
  nChanged 51
		SP:Iteration 13Q (120015.390000 sec): 3 clusters
  Score: Raw -161526.465086 + Penalty 2450.356620 = -159076.108466
  nChanged 38
		SP:Iteration 14Q (120015.440000 sec): 3 clusters
  Score: Raw -161566.786185 + Penalty 2450.356620 = -159116.429566
  nChanged 30
		SP:Iteration 15Q (120015.480000 sec): 3 clusters
  Score: Raw -161589.678459 + Penalty 2450.356620 = -159139.321839
  nChanged 26
		SP:Iteration 16Q (120015.520000 sec): 3 clusters
  Score: Raw -161611.092771 + Penalty 2450.356620 = -159160.736152
  nChanged 27
		SP:Iteration 17Q (120015.560000 sec): 3 clusters
  Score: Raw -161639.561613 + Penalty 2450.356620 = -159189.204993
  nChanged 32
		SP:Iteration 18Q (120015.600000 sec): 3 clusters
  Score: Raw -161673.084254 + Penalty 2450.356620 = -159222.727634
  nChanged 33
		SP:Iteration 19Q (120015.640000 sec): 3 clusters
  Score: Raw -161712.428036 + Penalty 2450.356620 = -159262.071417
  nChanged 42
		SP:Iteration 20F (120015.680000 sec): 3 clusters
  Score: Raw -161753.463791 + Penalty 2450.356620 = -159303.107171
  nChanged 26
		SP:Iteration 21Q (120015.730000 sec): 3 clusters
  Score: Raw -161773.585149 + Penalty 2450.356620 = -159323.228529
  nChanged 23
		SP:Iteration 22Q (120015.770000 sec): 3 clusters
  Score: Raw -161794.857679 + Penalty 2450.356620 = -159344.501059
  nChanged 13
		SP:Iteration 23Q (120015.810000 sec): 3 clusters
  Score: Raw -161806.193194 + Penalty 2450.356620 = -159355.836574
  nChanged 9
		SP:Iteration 24Q (120015.850000 sec): 3 clusters
  Score: Raw -161812.014560 + Penalty 2450.356620 = -159361.657941
  nChanged 8
		SP:Iteration 25Q (120015.890000 sec): 3 clusters
  Score: Raw -161817.162334 + Penalty 2450.356620 = -159366.805715
  nChanged 4
		SP:Iteration 26Q (120015.930000 sec): 3 clusters
  Score: Raw -161819.401674 + Penalty 2450.356620 = -159369.045055
  nChanged 2
		SP:Iteration 27Q (120015.970000 sec): 3 clusters
  Score: Raw -161820.309550 + Penalty 2450.356620 = -159369.952930
  nChanged 1
		SP:Iteration 28Q (120016.010000 sec): 3 clusters
  Score: Raw -161820.741264 + Penalty 2450.356620 = -159370.384645
  nChanged 0
		SP:Iteration 29F (120016.050000 sec): 3 clusters
  Score: Raw -161820.741264 + Penalty 2450.356620 = -159370.384645
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120016.130000 sec): 2 clusters
  Score: Raw -467862.603096 + Penalty 1369.857265 = -466492.745830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120016.220000 sec): 3 clusters
  Score: Raw -465492.174546 + Penalty 2739.714530 = -462752.460015
  nChanged 1807
		SP:Iteration 1F (120016.300000 sec): 3 clusters
  Score: Raw -466428.544198 + Penalty 2739.714530 = -463688.829667
  nChanged 310
		SP:Iteration 2F (120016.390000 sec): 3 clusters
  Score: Raw -466568.492906 + Penalty 2739.714530 = -463828.778375
  nChanged 227
		SP:Iteration 3Q (120016.470000 sec): 3 clusters
  Score: Raw -466674.882494 + Penalty 2739.714530 = -463935.167963
  nChanged 169
		SP:Iteration 4Q (120016.560000 sec): 3 clusters
  Score: Raw -466739.398328 + Penalty 2739.714530 = -463999.683798
  nChanged 133
		SP:Iteration 5Q (120016.640000 sec): 3 clusters
  Score: Raw -466791.776030 + Penalty 2739.714530 = -464052.061500
  nChanged 104
		SP:Iteration 6Q (120016.730000 sec): 3 clusters
  Score: Raw -466833.107616 + Penalty 2739.714530 = -464093.393086
  nChanged 106
		SP:Iteration 7Q (120016.810000 sec): 3 clusters
  Score: Raw -466882.940691 + Penalty 2739.714530 = -464143.226161
  nChanged 115
		SP:Iteration 8Q (120016.890000 sec): 3 clusters
  Score: Raw -466941.166920 + Penalty 2739.714530 = -464201.452390
  nChanged 131
		SP:Iteration 9Q (120016.980000 sec): 3 clusters
  Score: Raw -467004.130452 + Penalty 2739.714530 = -464264.415922
  nChanged 133
		SP:Iteration 10Q (120017.090000 sec): 3 clusters
  Score: Raw -467080.777223 + Penalty 2739.714530 = -464341.062692
  nChanged 186
		SP:Iteration 11Q (120017.260000 sec): 3 clusters
  Score: Raw -467206.438179 + Penalty 2739.714530 = -464466.723648
  nChanged 183
		SP:Iteration 12Q (120017.450000 sec): 3 clusters
  Score: Raw -467338.251287 + Penalty 2739.714530 = -464598.536757
  nChanged 166
		SP:Iteration 13Q (120017.620000 sec): 3 clusters
  Score: Raw -467460.821690 + Penalty 2739.714530 = -464721.107159
  nChanged 158
		SP:Iteration 14Q (120017.800000 sec): 3 clusters
  Score: Raw -467570.238536 + Penalty 2739.714530 = -464830.524005
  nChanged 152
		SP:Iteration 15Q (120017.970000 sec): 3 clusters
  Score: Raw -467692.528866 + Penalty 2739.714530 = -464952.814335
  nChanged 125
		SP:Iteration 16Q (120018.150000 sec): 3 clusters
  Score: Raw -467788.549450 + Penalty 2739.714530 = -465048.834919
  nChanged 108
		SP:Iteration 17Q (120018.320000 sec): 3 clusters
  Score: Raw -467878.914504 + Penalty 2739.714530 = -465139.199974
  nChanged 90
		SP:Iteration 18Q (120018.430000 sec): 3 clusters
  Score: Raw -467955.540648 + Penalty 2739.714530 = -465215.826117
  nChanged 78
		SP:Iteration 19Q (120018.510000 sec): 3 clusters
  Score: Raw -468036.551200 + Penalty 2739.714530 = -465296.836670
  nChanged 81
		SP:Iteration 20F (120018.600000 sec): 3 clusters
  Score: Raw -468115.117974 + Penalty 2739.714530 = -465375.403444
  nChanged 57
		SP:Iteration 21Q (120018.680000 sec): 3 clusters
  Score: Raw -468164.797875 + Penalty 2739.714530 = -465425.083345
  nChanged 42
		SP:Iteration 22Q (120018.770000 sec): 3 clusters
  Score: Raw -468197.546594 + Penalty 2739.714530 = -465457.832063
  nChanged 30
		SP:Iteration 23Q (120018.850000 sec): 3 clusters
  Score: Raw -468220.288725 + Penalty 2739.714530 = -465480.574195
  nChanged 20
		SP:Iteration 24Q (120018.930000 sec): 3 clusters
  Score: Raw -468231.300941 + Penalty 2739.714530 = -465491.586410
  nChanged 11
		SP:Iteration 25Q (120019.000000 sec): 3 clusters
  Score: Raw -468236.939009 + Penalty 2739.714530 = -465497.224478
  nChanged 7
		SP:Iteration 26Q (120019.080000 sec): 3 clusters
  Score: Raw -468242.651678 + Penalty 2739.714530 = -465502.937147
  nChanged 9
		SP:Iteration 27Q (120019.160000 sec): 3 clusters
  Score: Raw -468249.131053 + Penalty 2739.714530 = -465509.416523
  nChanged 8
		SP:Iteration 28Q (120019.340000 sec): 3 clusters
  Score: Raw -468254.446152 + Penalty 2739.714530 = -465514.731621
  nChanged 4
		SP:Iteration 29Q (120019.570000 sec): 3 clusters
  Score: Raw -468256.380915 + Penalty 2739.714530 = -465516.666385
  nChanged 4
		SP:Iteration 30Q (120019.710000 sec): 3 clusters
  Score: Raw -468258.690169 + Penalty 2739.714530 = -465518.975639
  nChanged 5
		SP:Iteration 31Q (120019.880000 sec): 3 clusters
  Score: Raw -468261.959794 + Penalty 2739.714530 = -465522.245264
  nChanged 6
		SP:Iteration 32Q (120020.060000 sec): 3 clusters
  Score: Raw -468266.101115 + Penalty 2739.714530 = -465526.386585
  nChanged 9
		SP:Iteration 33Q (120020.210000 sec): 3 clusters
  Score: Raw -468273.727886 + Penalty 2739.714530 = -465534.013356
  nChanged 9
		SP:Iteration 34Q (120020.290000 sec): 3 clusters
  Score: Raw -468280.541418 + Penalty 2739.714530 = -465540.826887
  nChanged 7
		SP:Iteration 35Q (120020.370000 sec): 3 clusters
  Score: Raw -468285.972642 + Penalty 2739.714530 = -465546.258112
  nChanged 8
		SP:Iteration 36Q (120020.450000 sec): 3 clusters
  Score: Raw -468291.090750 + Penalty 2739.714530 = -465551.376220
  nChanged 5
		SP:Iteration 37Q (120020.530000 sec): 3 clusters
  Score: Raw -468295.528704 + Penalty 2739.714530 = -465555.814174
  nChanged 8
		SP:Iteration 38Q (120020.610000 sec): 3 clusters
  Score: Raw -468302.820651 + Penalty 2739.714530 = -465563.106121
  nChanged 7
		SP:Iteration 39Q (120020.680000 sec): 3 clusters
  Score: Raw -468309.220365 + Penalty 2739.714530 = -465569.505835
  nChanged 6
		SP:Iteration 40F (120020.770000 sec): 3 clusters
  Score: Raw -468317.268259 + Penalty 2739.714530 = -465577.553728
  nChanged 6
		SP:Iteration 41Q (120020.950000 sec): 3 clusters
  Score: Raw -468322.942030 + Penalty 2739.714530 = -465583.227499
  nChanged 7
		SP:Iteration 42Q (120021.060000 sec): 3 clusters
  Score: Raw -468330.223070 + Penalty 2739.714530 = -465590.508540
  nChanged 5
		SP:Iteration 43Q (120021.140000 sec): 3 clusters
  Score: Raw -468333.995866 + Penalty 2739.714530 = -465594.281336
  nChanged 5
		SP:Iteration 44Q (120021.220000 sec): 3 clusters
  Score: Raw -468338.845358 + Penalty 2739.714530 = -465599.130827
  nChanged 7
		SP:Iteration 45Q (120021.300000 sec): 3 clusters
  Score: Raw -468346.715328 + Penalty 2739.714530 = -465607.000797
  nChanged 3
		SP:Iteration 46Q (120021.380000 sec): 3 clusters
  Score: Raw -468348.916806 + Penalty 2739.714530 = -465609.202276
  nChanged 1
		SP:Iteration 47Q (120021.450000 sec): 3 clusters
  Score: Raw -468349.464144 + Penalty 2739.714530 = -465609.749614
  nChanged 0
		SP:Iteration 48F (120021.540000 sec): 3 clusters
  Score: Raw -468349.464144 + Penalty 2739.714530 = -465609.749614
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (4459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120021.660000 sec): 2 clusters
  Score: Raw -317543.196851 + Penalty 1365.435468 = -316177.761383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120021.760000 sec): 3 clusters
  Score: Raw -315283.475235 + Penalty 2730.870937 = -312552.604298
  nChanged 1766
		SP:Iteration 1F (120021.840000 sec): 3 clusters
  Score: Raw -316379.034273 + Penalty 2730.870937 = -313648.163336
  nChanged 393
		SP:Iteration 2F (120021.930000 sec): 3 clusters
  Score: Raw -316707.823041 + Penalty 2730.870937 = -313976.952104
  nChanged 314
		SP:Iteration 3F (120022.020000 sec): 3 clusters
  Score: Raw -316948.134176 + Penalty 2730.870937 = -314217.263240
  nChanged 247
		SP:Iteration 4F (120022.110000 sec): 3 clusters
  Score: Raw -317153.646889 + Penalty 2730.870937 = -314422.775952
  nChanged 247
		SP:Iteration 5F (120022.200000 sec): 3 clusters
  Score: Raw -317348.759458 + Penalty 2730.870937 = -314617.888522
  nChanged 216
		SP:Iteration 6Q (120022.290000 sec): 3 clusters
  Score: Raw -317499.390198 + Penalty 2730.870937 = -314768.519262
  nChanged 187
		SP:Iteration 7Q (120022.370000 sec): 3 clusters
  Score: Raw -317624.253818 + Penalty 2730.870937 = -314893.382882
  nChanged 143
		SP:Iteration 8Q (120022.460000 sec): 3 clusters
  Score: Raw -317706.833764 + Penalty 2730.870937 = -314975.962827
  nChanged 122
		SP:Iteration 9Q (120022.550000 sec): 3 clusters
  Score: Raw -317773.979213 + Penalty 2730.870937 = -315043.108277
  nChanged 120
		SP:Iteration 10Q (120022.630000 sec): 3 clusters
  Score: Raw -317838.922322 + Penalty 2730.870937 = -315108.051386
  nChanged 95
		SP:Iteration 11Q (120022.720000 sec): 3 clusters
  Score: Raw -317877.846275 + Penalty 2730.870937 = -315146.975338
  nChanged 80
		SP:Iteration 12Q (120022.810000 sec): 3 clusters
  Score: Raw -317920.111319 + Penalty 2730.870937 = -315189.240382
  nChanged 70
		SP:Iteration 13Q (120022.900000 sec): 3 clusters
  Score: Raw -317950.970936 + Penalty 2730.870937 = -315220.100000
  nChanged 59
		SP:Iteration 14Q (120022.980000 sec): 3 clusters
  Score: Raw -317976.520463 + Penalty 2730.870937 = -315245.649526
  nChanged 42
		SP:Iteration 15Q (120023.070000 sec): 3 clusters
  Score: Raw -317988.134302 + Penalty 2730.870937 = -315257.263365
  nChanged 25
		SP:Iteration 16Q (120023.160000 sec): 3 clusters
  Score: Raw -317996.090388 + Penalty 2730.870937 = -315265.219452
  nChanged 20
		SP:Iteration 17Q (120023.320000 sec): 3 clusters
  Score: Raw -318002.394111 + Penalty 2730.870937 = -315271.523175
  nChanged 24
		SP:Iteration 18Q (120023.420000 sec): 3 clusters
  Score: Raw -318007.172926 + Penalty 2730.870937 = -315276.301990
  nChanged 21
		SP:Iteration 19Q (120023.510000 sec): 3 clusters
  Score: Raw -318013.835401 + Penalty 2730.870937 = -315282.964465
  nChanged 23
		SP:Iteration 20F (120023.600000 sec): 3 clusters
  Score: Raw -318019.536192 + Penalty 2730.870937 = -315288.665255
  nChanged 20
		SP:Iteration 21Q (120023.690000 sec): 3 clusters
  Score: Raw -318024.691240 + Penalty 2730.870937 = -315293.820303
  nChanged 13
		SP:Iteration 22Q (120023.780000 sec): 3 clusters
  Score: Raw -318029.123889 + Penalty 2730.870937 = -315298.252952
  nChanged 12
		SP:Iteration 23Q (120023.860000 sec): 3 clusters
  Score: Raw -318031.862899 + Penalty 2730.870937 = -315300.991962
  nChanged 12
		SP:Iteration 24Q (120023.980000 sec): 3 clusters
  Score: Raw -318034.022696 + Penalty 2730.870937 = -315303.151760
  nChanged 9
		SP:Iteration 25Q (120024.070000 sec): 3 clusters
  Score: Raw -318036.509427 + Penalty 2730.870937 = -315305.638490
  nChanged 14
		SP:Iteration 26Q (120024.160000 sec): 3 clusters
  Score: Raw -318038.705645 + Penalty 2730.870937 = -315307.834709
  nChanged 4
		SP:Iteration 27Q (120024.250000 sec): 3 clusters
  Score: Raw -318039.392987 + Penalty 2730.870937 = -315308.522050
  nChanged 2
		SP:Iteration 28Q (120024.340000 sec): 3 clusters
  Score: Raw -318039.655502 + Penalty 2730.870937 = -315308.784565
  nChanged 0
		SP:Iteration 29F (120024.420000 sec): 3 clusters
  Score: Raw -318039.655502 + Penalty 2730.870937 = -315308.784565
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (4885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120024.500000 sec): 2 clusters
  Score: Raw -337211.912363 + Penalty 1380.262742 = -335831.649621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120024.600000 sec): 3 clusters
  Score: Raw -334751.061734 + Penalty 2760.525483 = -331990.536251
  nChanged 1996
		SP:Iteration 1F (120024.700000 sec): 3 clusters
  Score: Raw -336302.371410 + Penalty 2760.525483 = -333541.845926
  nChanged 542
		SP:Iteration 2F (120024.870000 sec): 3 clusters
  Score: Raw -336971.138878 + Penalty 2760.525483 = -334210.613395
  nChanged 419
		SP:Iteration 3F (120025.050000 sec): 3 clusters
  Score: Raw -337383.270977 + Penalty 2760.525483 = -334622.745493
  nChanged 315
		SP:Iteration 4F (120025.200000 sec): 3 clusters
  Score: Raw -337620.649699 + Penalty 2760.525483 = -334860.124215
  nChanged 228
		SP:Iteration 5Q (120025.290000 sec): 3 clusters
  Score: Raw -337793.092532 + Penalty 2760.525483 = -335032.567049
  nChanged 177
		SP:Iteration 6Q (120025.380000 sec): 3 clusters
  Score: Raw -337894.312246 + Penalty 2760.525483 = -335133.786762
  nChanged 134
		SP:Iteration 7Q (120025.580000 sec): 3 clusters
  Score: Raw -337960.167597 + Penalty 2760.525483 = -335199.642113
  nChanged 82
		SP:Iteration 8Q (120025.750000 sec): 3 clusters
  Score: Raw -337990.695185 + Penalty 2760.525483 = -335230.169701
  nChanged 43
		SP:Iteration 9Q (120025.930000 sec): 3 clusters
  Score: Raw -338005.197233 + Penalty 2760.525483 = -335244.671750
  nChanged 39
		SP:Iteration 10Q (120026.030000 sec): 3 clusters
  Score: Raw -338016.951357 + Penalty 2760.525483 = -335256.425874
  nChanged 20
		SP:Iteration 11Q (120026.120000 sec): 3 clusters
  Score: Raw -338021.929190 + Penalty 2760.525483 = -335261.403706
  nChanged 12
		SP:Iteration 12Q (120026.200000 sec): 3 clusters
  Score: Raw -338025.613966 + Penalty 2760.525483 = -335265.088483
  nChanged 15
		SP:Iteration 13Q (120026.290000 sec): 3 clusters
  Score: Raw -338031.009035 + Penalty 2760.525483 = -335270.483552
  nChanged 17
		SP:Iteration 14Q (120026.380000 sec): 3 clusters
  Score: Raw -338036.393146 + Penalty 2760.525483 = -335275.867663
  nChanged 15
		SP:Iteration 15Q (120026.470000 sec): 3 clusters
  Score: Raw -338039.450534 + Penalty 2760.525483 = -335278.925051
  nChanged 7
		SP:Iteration 16Q (120026.560000 sec): 3 clusters
  Score: Raw -338040.731013 + Penalty 2760.525483 = -335280.205529
  nChanged 7
		SP:Iteration 17Q (120026.650000 sec): 3 clusters
  Score: Raw -338042.024811 + Penalty 2760.525483 = -335281.499328
  nChanged 5
		SP:Iteration 18Q (120026.740000 sec): 3 clusters
  Score: Raw -338043.092518 + Penalty 2760.525483 = -335282.567035
  nChanged 3
		SP:Iteration 19Q (120026.820000 sec): 3 clusters
  Score: Raw -338043.348182 + Penalty 2760.525483 = -335282.822698
  nChanged 0
		SP:Iteration 20F (120026.920000 sec): 3 clusters
  Score: Raw -338043.348182 + Penalty 2760.525483 = -335282.822698
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (2284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120027.020000 sec): 2 clusters
  Score: Raw -190894.620327 + Penalty 1256.723580 = -189637.896747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120027.080000 sec): 3 clusters
  Score: Raw -189916.154798 + Penalty 2513.447161 = -187402.707638
  nChanged 844
		SP:Iteration 1F (120027.130000 sec): 3 clusters
  Score: Raw -190482.414392 + Penalty 2513.447161 = -187968.967232
  nChanged 197
		SP:Iteration 2F (120027.180000 sec): 3 clusters
  Score: Raw -190648.512934 + Penalty 2513.447161 = -188135.065773
  nChanged 114
		SP:Iteration 3Q (120027.220000 sec): 3 clusters
  Score: Raw -190725.154456 + Penalty 2513.447161 = -188211.707296
  nChanged 87
		SP:Iteration 4Q (120027.260000 sec): 3 clusters
  Score: Raw -190788.061920 + Penalty 2513.447161 = -188274.614759
  nChanged 70
		SP:Iteration 5Q (120027.310000 sec): 3 clusters
  Score: Raw -190840.310562 + Penalty 2513.447161 = -188326.863401
  nChanged 60
		SP:Iteration 6Q (120027.360000 sec): 3 clusters
  Score: Raw -190894.394522 + Penalty 2513.447161 = -188380.947362
  nChanged 62
		SP:Iteration 7Q (120027.400000 sec): 3 clusters
  Score: Raw -190949.292976 + Penalty 2513.447161 = -188435.845816
  nChanged 59
		SP:Iteration 8Q (120027.440000 sec): 3 clusters
  Score: Raw -191003.513767 + Penalty 2513.447161 = -188490.066606
  nChanged 60
		SP:Iteration 9Q (120027.490000 sec): 3 clusters
  Score: Raw -191063.834753 + Penalty 2513.447161 = -188550.387592
  nChanged 60
		SP:Iteration 10Q (120027.540000 sec): 3 clusters
  Score: Raw -191120.685671 + Penalty 2513.447161 = -188607.238510
  nChanged 49
		SP:Iteration 11Q (120027.690000 sec): 3 clusters
  Score: Raw -191177.486801 + Penalty 2513.447161 = -188664.039641
  nChanged 42
		SP:Iteration 12Q (120027.870000 sec): 3 clusters
  Score: Raw -191220.727969 + Penalty 2513.447161 = -188707.280809
  nChanged 42
		SP:Iteration 13Q (120028.040000 sec): 3 clusters
  Score: Raw -191271.336443 + Penalty 2513.447161 = -188757.889283
  nChanged 44
		SP:Iteration 14Q (120028.220000 sec): 3 clusters
  Score: Raw -191321.709945 + Penalty 2513.447161 = -188808.262785
  nChanged 53
		SP:Iteration 15Q (120028.390000 sec): 3 clusters
  Score: Raw -191389.077659 + Penalty 2513.447161 = -188875.630498
  nChanged 49
		SP:Iteration 16Q (120028.570000 sec): 3 clusters
  Score: Raw -191441.289232 + Penalty 2513.447161 = -188927.842072
  nChanged 48
		SP:Iteration 17Q (120028.740000 sec): 3 clusters
  Score: Raw -191499.782266 + Penalty 2513.447161 = -188986.335105
  nChanged 43
		SP:Iteration 18Q (120028.920000 sec): 3 clusters
  Score: Raw -191556.204286 + Penalty 2513.447161 = -189042.757126
  nChanged 51
		SP:Iteration 19Q (120028.970000 sec): 3 clusters
  Score: Raw -191620.384865 + Penalty 2513.447161 = -189106.937704
  nChanged 49
		SP:Iteration 20F (120029.020000 sec): 3 clusters
  Score: Raw -191681.366113 + Penalty 2513.447161 = -189167.918953
  nChanged 43
		SP:Iteration 21Q (120029.060000 sec): 3 clusters
  Score: Raw -191731.647636 + Penalty 2513.447161 = -189218.200475
  nChanged 33
		SP:Iteration 22Q (120029.100000 sec): 3 clusters
  Score: Raw -191767.622228 + Penalty 2513.447161 = -189254.175067
  nChanged 22
		SP:Iteration 23Q (120029.150000 sec): 3 clusters
  Score: Raw -191781.688523 + Penalty 2513.447161 = -189268.241362
  nChanged 14
		SP:Iteration 24Q (120029.190000 sec): 3 clusters
  Score: Raw -191791.686058 + Penalty 2513.447161 = -189278.238897
  nChanged 9
		SP:Iteration 25Q (120029.240000 sec): 3 clusters
  Score: Raw -191798.748770 + Penalty 2513.447161 = -189285.301610
  nChanged 9
		SP:Iteration 26Q (120029.280000 sec): 3 clusters
  Score: Raw -191805.161843 + Penalty 2513.447161 = -189291.714682
  nChanged 7
		SP:Iteration 27Q (120029.330000 sec): 3 clusters
  Score: Raw -191808.798812 + Penalty 2513.447161 = -189295.351652
  nChanged 6
		SP:Iteration 28Q (120029.370000 sec): 3 clusters
  Score: Raw -191815.472703 + Penalty 2513.447161 = -189302.025542
  nChanged 7
		SP:Iteration 29Q (120029.420000 sec): 3 clusters
  Score: Raw -191822.320495 + Penalty 2513.447161 = -189308.873335
  nChanged 3
		SP:Iteration 30Q (120029.460000 sec): 3 clusters
  Score: Raw -191824.580771 + Penalty 2513.447161 = -189311.133610
  nChanged 1
		SP:Iteration 31Q (120029.510000 sec): 3 clusters
  Score: Raw -191825.565102 + Penalty 2513.447161 = -189312.117941
  nChanged 0
		SP:Iteration 32F (120029.550000 sec): 3 clusters
  Score: Raw -191825.565102 + Penalty 2513.447161 = -189312.117941
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (3207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120029.620000 sec): 2 clusters
  Score: Raw -246917.303225 + Penalty 1311.877320 = -245605.425905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120029.690000 sec): 3 clusters
  Score: Raw -245432.318268 + Penalty 2623.754640 = -242808.563628
  nChanged 1218
		SP:Iteration 1F (120029.750000 sec): 3 clusters
  Score: Raw -246272.478213 + Penalty 2623.754640 = -243648.723573
  nChanged 269
		SP:Iteration 2F (120029.810000 sec): 3 clusters
  Score: Raw -246470.380575 + Penalty 2623.754640 = -243846.625935
  nChanged 188
		SP:Iteration 3F (120029.870000 sec): 3 clusters
  Score: Raw -246631.269695 + Penalty 2623.754640 = -244007.515055
  nChanged 148
		SP:Iteration 4Q (120029.930000 sec): 3 clusters
  Score: Raw -246744.688486 + Penalty 2623.754640 = -244120.933846
  nChanged 129
		SP:Iteration 5Q (120029.990000 sec): 3 clusters
  Score: Raw -246842.257054 + Penalty 2623.754640 = -244218.502414
  nChanged 100
		SP:Iteration 6Q (120030.050000 sec): 3 clusters
  Score: Raw -246913.265764 + Penalty 2623.754640 = -244289.511124
  nChanged 82
		SP:Iteration 7Q (120030.110000 sec): 3 clusters
  Score: Raw -246965.194344 + Penalty 2623.754640 = -244341.439704
  nChanged 79
		SP:Iteration 8Q (120030.170000 sec): 3 clusters
  Score: Raw -247025.763870 + Penalty 2623.754640 = -244402.009230
  nChanged 96
		SP:Iteration 9Q (120030.240000 sec): 3 clusters
  Score: Raw -247098.363783 + Penalty 2623.754640 = -244474.609143
  nChanged 93
		SP:Iteration 10Q (120030.300000 sec): 3 clusters
  Score: Raw -247173.185676 + Penalty 2623.754640 = -244549.431036
  nChanged 85
		SP:Iteration 11Q (120030.360000 sec): 3 clusters
  Score: Raw -247237.138585 + Penalty 2623.754640 = -244613.383945
  nChanged 63
		SP:Iteration 12Q (120030.420000 sec): 3 clusters
  Score: Raw -247280.007565 + Penalty 2623.754640 = -244656.252925
  nChanged 46
		SP:Iteration 13Q (120030.480000 sec): 3 clusters
  Score: Raw -247311.866472 + Penalty 2623.754640 = -244688.111832
  nChanged 50
		SP:Iteration 14Q (120030.540000 sec): 3 clusters
  Score: Raw -247340.780209 + Penalty 2623.754640 = -244717.025569
  nChanged 42
		SP:Iteration 15Q (120030.600000 sec): 3 clusters
  Score: Raw -247372.542232 + Penalty 2623.754640 = -244748.787592
  nChanged 44
		SP:Iteration 16Q (120030.660000 sec): 3 clusters
  Score: Raw -247403.607118 + Penalty 2623.754640 = -244779.852478
  nChanged 37
		SP:Iteration 17Q (120030.730000 sec): 3 clusters
  Score: Raw -247426.865480 + Penalty 2623.754640 = -244803.110840
  nChanged 34
		SP:Iteration 18Q (120030.790000 sec): 3 clusters
  Score: Raw -247448.927195 + Penalty 2623.754640 = -244825.172555
  nChanged 45
		SP:Iteration 19Q (120030.850000 sec): 3 clusters
  Score: Raw -247480.781866 + Penalty 2623.754640 = -244857.027226
  nChanged 34
		SP:Iteration 20F (120030.910000 sec): 3 clusters
  Score: Raw -247501.626528 + Penalty 2623.754640 = -244877.871888
  nChanged 36
		SP:Iteration 21Q (120030.970000 sec): 3 clusters
  Score: Raw -247526.853686 + Penalty 2623.754640 = -244903.099046
  nChanged 31
		SP:Iteration 22Q (120031.110000 sec): 3 clusters
  Score: Raw -247547.499320 + Penalty 2623.754640 = -244923.744680
  nChanged 33
		SP:Iteration 23Q (120031.170000 sec): 3 clusters
  Score: Raw -247582.770361 + Penalty 2623.754640 = -244959.015721
  nChanged 32
		SP:Iteration 24Q (120031.230000 sec): 3 clusters
  Score: Raw -247623.616310 + Penalty 2623.754640 = -244999.861670
  nChanged 35
		SP:Iteration 25Q (120031.290000 sec): 3 clusters
  Score: Raw -247652.445386 + Penalty 2623.754640 = -245028.690747
  nChanged 18
		SP:Iteration 26Q (120031.350000 sec): 3 clusters
  Score: Raw -247669.779155 + Penalty 2623.754640 = -245046.024516
  nChanged 20
		SP:Iteration 27Q (120031.410000 sec): 3 clusters
  Score: Raw -247688.644741 + Penalty 2623.754640 = -245064.890101
  nChanged 23
		SP:Iteration 28Q (120031.470000 sec): 3 clusters
  Score: Raw -247709.832146 + Penalty 2623.754640 = -245086.077506
  nChanged 18
		SP:Iteration 29Q (120031.530000 sec): 3 clusters
  Score: Raw -247723.854769 + Penalty 2623.754640 = -245100.100129
  nChanged 17
		SP:Iteration 30Q (120031.590000 sec): 3 clusters
  Score: Raw -247735.855255 + Penalty 2623.754640 = -245112.100615
  nChanged 17
		SP:Iteration 31Q (120031.650000 sec): 3 clusters
  Score: Raw -247748.141460 + Penalty 2623.754640 = -245124.386820
  nChanged 7
		SP:Iteration 32Q (120031.710000 sec): 3 clusters
  Score: Raw -247751.986728 + Penalty 2623.754640 = -245128.232089
  nChanged 8
		SP:Iteration 33Q (120031.810000 sec): 3 clusters
  Score: Raw -247760.233547 + Penalty 2623.754640 = -245136.478907
  nChanged 9
		SP:Iteration 34Q (120031.870000 sec): 3 clusters
  Score: Raw -247765.262306 + Penalty 2623.754640 = -245141.507666
  nChanged 8
		SP:Iteration 35Q (120031.940000 sec): 3 clusters
  Score: Raw -247772.827654 + Penalty 2623.754640 = -245149.073014
  nChanged 7
		SP:Iteration 36Q (120031.990000 sec): 3 clusters
  Score: Raw -247779.506521 + Penalty 2623.754640 = -245155.751881
  nChanged 5
		SP:Iteration 37Q (120032.050000 sec): 3 clusters
  Score: Raw -247784.039642 + Penalty 2623.754640 = -245160.285002
  nChanged 4
		SP:Iteration 38Q (120032.110000 sec): 3 clusters
  Score: Raw -247786.041340 + Penalty 2623.754640 = -245162.286700
  nChanged 3
		SP:Iteration 39Q (120032.170000 sec): 3 clusters
  Score: Raw -247787.294182 + Penalty 2623.754640 = -245163.539542
  nChanged 2
		SP:Iteration 40F (120032.240000 sec): 3 clusters
  Score: Raw -247787.930059 + Penalty 2623.754640 = -245164.175419
  nChanged 1
		SP:Iteration 41Q (120032.300000 sec): 3 clusters
  Score: Raw -247788.224289 + Penalty 2623.754640 = -245164.469649
  nChanged 1
		SP:Iteration 42Q (120032.350000 sec): 3 clusters
  Score: Raw -247788.465754 + Penalty 2623.754640 = -245164.711114
  nChanged 0
		SP:Iteration 43F (120032.410000 sec): 3 clusters
  Score: Raw -247788.465754 + Penalty 2623.754640 = -245164.711114
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (5442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120032.500000 sec): 2 clusters
  Score: Raw -446098.337031 + Penalty 1397.809062 = -444700.527969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120032.680000 sec): 3 clusters
  Score: Raw -443280.628362 + Penalty 2795.618124 = -440485.010238
  nChanged 2276
		SP:Iteration 1F (120032.770000 sec): 3 clusters
  Score: Raw -444667.141719 + Penalty 2795.618124 = -441871.523595
  nChanged 398
		SP:Iteration 2F (120032.980000 sec): 3 clusters
  Score: Raw -444936.408331 + Penalty 2795.618124 = -442140.790207
  nChanged 280
		SP:Iteration 3F (120033.160000 sec): 3 clusters
  Score: Raw -445130.571320 + Penalty 2795.618124 = -442334.953196
  nChanged 268
		SP:Iteration 4Q (120033.310000 sec): 3 clusters
  Score: Raw -445275.086208 + Penalty 2795.618124 = -442479.468084
  nChanged 195
		SP:Iteration 5Q (120033.480000 sec): 3 clusters
  Score: Raw -445375.037164 + Penalty 2795.618124 = -442579.419040
  nChanged 177
		SP:Iteration 6Q (120033.650000 sec): 3 clusters
  Score: Raw -445453.995075 + Penalty 2795.618124 = -442658.376951
  nChanged 146
		SP:Iteration 7Q (120033.830000 sec): 3 clusters
  Score: Raw -445523.279845 + Penalty 2795.618124 = -442727.661721
  nChanged 129
		SP:Iteration 8Q (120034.000000 sec): 3 clusters
  Score: Raw -445580.612687 + Penalty 2795.618124 = -442784.994564
  nChanged 140
		SP:Iteration 9Q (120034.170000 sec): 3 clusters
  Score: Raw -445664.900141 + Penalty 2795.618124 = -442869.282017
  nChanged 166
		SP:Iteration 10Q (120034.350000 sec): 3 clusters
  Score: Raw -445769.863015 + Penalty 2795.618124 = -442974.244891
  nChanged 180
		SP:Iteration 11Q (120034.520000 sec): 3 clusters
  Score: Raw -445890.391134 + Penalty 2795.618124 = -443094.773010
  nChanged 179
		SP:Iteration 12Q (120034.690000 sec): 3 clusters
  Score: Raw -445991.894371 + Penalty 2795.618124 = -443196.276247
  nChanged 152
		SP:Iteration 13Q (120034.860000 sec): 3 clusters
  Score: Raw -446074.774331 + Penalty 2795.618124 = -443279.156207
  nChanged 131
		SP:Iteration 14Q (120035.030000 sec): 3 clusters
  Score: Raw -446129.483180 + Penalty 2795.618124 = -443333.865056
  nChanged 99
		SP:Iteration 15Q (120035.210000 sec): 3 clusters
  Score: Raw -446176.088382 + Penalty 2795.618124 = -443380.470258
  nChanged 86
		SP:Iteration 16Q (120035.380000 sec): 3 clusters
  Score: Raw -446205.959135 + Penalty 2795.618124 = -443410.341011
  nChanged 58
		SP:Iteration 17Q (120035.550000 sec): 3 clusters
  Score: Raw -446228.566996 + Penalty 2795.618124 = -443432.948872
  nChanged 63
		SP:Iteration 18Q (120035.750000 sec): 3 clusters
  Score: Raw -446256.256809 + Penalty 2795.618124 = -443460.638685
  nChanged 63
		SP:Iteration 19Q (120035.940000 sec): 3 clusters
  Score: Raw -446275.617298 + Penalty 2795.618124 = -443479.999174
  nChanged 45
		SP:Iteration 20F (120036.110000 sec): 3 clusters
  Score: Raw -446287.181558 + Penalty 2795.618124 = -443491.563434
  nChanged 43
		SP:Iteration 21Q (120036.290000 sec): 3 clusters
  Score: Raw -446299.497489 + Penalty 2795.618124 = -443503.879365
  nChanged 27
		SP:Iteration 22Q (120036.460000 sec): 3 clusters
  Score: Raw -446305.405587 + Penalty 2795.618124 = -443509.787463
  nChanged 18
		SP:Iteration 23Q (120036.630000 sec): 3 clusters
  Score: Raw -446309.877684 + Penalty 2795.618124 = -443514.259561
  nChanged 9
		SP:Iteration 24Q (120036.800000 sec): 3 clusters
  Score: Raw -446311.944176 + Penalty 2795.618124 = -443516.326052
  nChanged 7
		SP:Iteration 25Q (120036.970000 sec): 3 clusters
  Score: Raw -446313.332390 + Penalty 2795.618124 = -443517.714266
  nChanged 11
		SP:Iteration 26Q (120037.150000 sec): 3 clusters
  Score: Raw -446315.350189 + Penalty 2795.618124 = -443519.732065
  nChanged 10
		SP:Iteration 27Q (120037.320000 sec): 3 clusters
  Score: Raw -446317.363848 + Penalty 2795.618124 = -443521.745724
  nChanged 13
		SP:Iteration 28Q (120037.490000 sec): 3 clusters
  Score: Raw -446319.582179 + Penalty 2795.618124 = -443523.964056
  nChanged 7
		SP:Iteration 29Q (120037.660000 sec): 3 clusters
  Score: Raw -446321.141213 + Penalty 2795.618124 = -443525.523090
  nChanged 6
		SP:Iteration 30Q (120037.880000 sec): 3 clusters
  Score: Raw -446322.302449 + Penalty 2795.618124 = -443526.684326
  nChanged 6
		SP:Iteration 31Q (120038.050000 sec): 3 clusters
  Score: Raw -446323.297726 + Penalty 2795.618124 = -443527.679602
  nChanged 7
		SP:Iteration 32Q (120038.230000 sec): 3 clusters
  Score: Raw -446325.702661 + Penalty 2795.618124 = -443530.084538
  nChanged 13
		SP:Iteration 33Q (120038.400000 sec): 3 clusters
  Score: Raw -446328.573109 + Penalty 2795.618124 = -443532.954985
  nChanged 13
		SP:Iteration 34Q (120038.570000 sec): 3 clusters
  Score: Raw -446332.045608 + Penalty 2795.618124 = -443536.427485
  nChanged 17
		SP:Iteration 35Q (120038.750000 sec): 3 clusters
  Score: Raw -446336.906173 + Penalty 2795.618124 = -443541.288049
  nChanged 20
		SP:Iteration 36Q (120038.920000 sec): 3 clusters
  Score: Raw -446342.337233 + Penalty 2795.618124 = -443546.719110
  nChanged 21
		SP:Iteration 37Q (120039.090000 sec): 3 clusters
  Score: Raw -446349.191269 + Penalty 2795.618124 = -443553.573145
  nChanged 29
		SP:Iteration 38Q (120039.260000 sec): 3 clusters
  Score: Raw -446357.970699 + Penalty 2795.618124 = -443562.352576
  nChanged 31
		SP:Iteration 39Q (120039.450000 sec): 3 clusters
  Score: Raw -446371.329757 + Penalty 2795.618124 = -443575.711634
  nChanged 36
		SP:Iteration 40F (120039.610000 sec): 3 clusters
  Score: Raw -446387.668008 + Penalty 2795.618124 = -443592.049885
  nChanged 39
		SP:Iteration 41Q (120039.790000 sec): 3 clusters
  Score: Raw -446402.799321 + Penalty 2795.618124 = -443607.181197
  nChanged 41
		SP:Iteration 42Q (120039.960000 sec): 3 clusters
  Score: Raw -446418.500961 + Penalty 2795.618124 = -443622.882838
  nChanged 36
		SP:Iteration 43Q (120040.130000 sec): 3 clusters
  Score: Raw -446430.487486 + Penalty 2795.618124 = -443634.869362
  nChanged 30
		SP:Iteration 44Q (120040.310000 sec): 3 clusters
  Score: Raw -446440.850928 + Penalty 2795.618124 = -443645.232804
  nChanged 26
		SP:Iteration 45Q (120040.480000 sec): 3 clusters
  Score: Raw -446451.334450 + Penalty 2795.618124 = -443655.716327
  nChanged 21
		SP:Iteration 46Q (120040.650000 sec): 3 clusters
  Score: Raw -446456.294260 + Penalty 2795.618124 = -443660.676136
  nChanged 15
		SP:Iteration 47Q (120040.820000 sec): 3 clusters
  Score: Raw -446460.520543 + Penalty 2795.618124 = -443664.902420
  nChanged 17
		SP:Iteration 48Q (120041.000000 sec): 3 clusters
  Score: Raw -446465.836333 + Penalty 2795.618124 = -443670.218209
  nChanged 15
		SP:Iteration 49Q (120041.170000 sec): 3 clusters
  Score: Raw -446470.722728 + Penalty 2795.618124 = -443675.104604
  nChanged 15
		SP:Iteration 50Q (120041.340000 sec): 3 clusters
  Score: Raw -446474.906124 + Penalty 2795.618124 = -443679.288001
  nChanged 11
		SP:Iteration 51Q (120041.510000 sec): 3 clusters
  Score: Raw -446477.697711 + Penalty 2795.618124 = -443682.079587
  nChanged 9
		SP:Iteration 52Q (120041.680000 sec): 3 clusters
  Score: Raw -446479.498669 + Penalty 2795.618124 = -443683.880545
  nChanged 10
		SP:Iteration 53Q (120041.860000 sec): 3 clusters
  Score: Raw -446481.748062 + Penalty 2795.618124 = -443686.129938
  nChanged 6
		SP:Iteration 54Q (120042.020000 sec): 3 clusters
  Score: Raw -446482.739019 + Penalty 2795.618124 = -443687.120895
  nChanged 2
		SP:Iteration 55Q (120042.200000 sec): 3 clusters
  Score: Raw -446483.142255 + Penalty 2795.618124 = -443687.524132
  nChanged 1
		SP:Iteration 56Q (120042.370000 sec): 3 clusters
  Score: Raw -446483.254396 + Penalty 2795.618124 = -443687.636272
  nChanged 1
		SP:Iteration 57Q (120042.540000 sec): 3 clusters
  Score: Raw -446483.363296 + Penalty 2795.618124 = -443687.745172
  nChanged 0
		SP:Iteration 58F (120042.720000 sec): 3 clusters
  Score: Raw -446483.363296 + Penalty 2795.618124 = -443687.745172
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (6649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120042.810000 sec): 2 clusters
  Score: Raw -580139.458665 + Penalty 1430.361034 = -578709.097631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120043.030000 sec): 3 clusters
  Score: Raw -576499.905185 + Penalty 2860.722068 = -573639.183118
  nChanged 2789
		SP:Iteration 1F (120043.230000 sec): 3 clusters
  Score: Raw -578104.423184 + Penalty 2860.722068 = -575243.701117
  nChanged 464
		SP:Iteration 2F (120043.440000 sec): 3 clusters
  Score: Raw -578390.311708 + Penalty 2860.722068 = -575529.589641
  nChanged 401
		SP:Iteration 3F (120043.650000 sec): 3 clusters
  Score: Raw -578632.235151 + Penalty 2860.722068 = -575771.513084
  nChanged 350
		SP:Iteration 4F (120043.850000 sec): 3 clusters
  Score: Raw -578860.569630 + Penalty 2860.722068 = -575999.847563
  nChanged 338
		SP:Iteration 5F (120044.060000 sec): 3 clusters
  Score: Raw -579073.558425 + Penalty 2860.722068 = -576212.836358
  nChanged 339
		SP:Iteration 6F (120044.260000 sec): 3 clusters
  Score: Raw -579293.625377 + Penalty 2860.722068 = -576432.903310
  nChanged 321
		SP:Iteration 7Q (120044.470000 sec): 3 clusters
  Score: Raw -579514.521704 + Penalty 2860.722068 = -576653.799636
  nChanged 277
		SP:Iteration 8Q (120044.680000 sec): 3 clusters
  Score: Raw -579703.783747 + Penalty 2860.722068 = -576843.061680
  nChanged 253
		SP:Iteration 9Q (120044.880000 sec): 3 clusters
  Score: Raw -579876.101693 + Penalty 2860.722068 = -577015.379625
  nChanged 242
		SP:Iteration 10Q (120045.080000 sec): 3 clusters
  Score: Raw -580042.212141 + Penalty 2860.722068 = -577181.490073
  nChanged 192
		SP:Iteration 11Q (120045.290000 sec): 3 clusters
  Score: Raw -580174.860901 + Penalty 2860.722068 = -577314.138834
  nChanged 160
		SP:Iteration 12Q (120045.500000 sec): 3 clusters
  Score: Raw -580260.008326 + Penalty 2860.722068 = -577399.286259
  nChanged 117
		SP:Iteration 13Q (120045.700000 sec): 3 clusters
  Score: Raw -580327.806191 + Penalty 2860.722068 = -577467.084124
  nChanged 122
		SP:Iteration 14Q (120045.910000 sec): 3 clusters
  Score: Raw -580411.612704 + Penalty 2860.722068 = -577550.890636
  nChanged 131
		SP:Iteration 15Q (120046.160000 sec): 3 clusters
  Score: Raw -580483.277432 + Penalty 2860.722068 = -577622.555365
  nChanged 84
		SP:Iteration 16Q (120046.320000 sec): 3 clusters
  Score: Raw -580525.095549 + Penalty 2860.722068 = -577664.373481
  nChanged 82
		SP:Iteration 17Q (120046.540000 sec): 3 clusters
  Score: Raw -580564.275716 + Penalty 2860.722068 = -577703.553649
  nChanged 71
		SP:Iteration 18Q (120046.740000 sec): 3 clusters
  Score: Raw -580601.402915 + Penalty 2860.722068 = -577740.680848
  nChanged 79
		SP:Iteration 19Q (120046.930000 sec): 3 clusters
  Score: Raw -580644.627884 + Penalty 2860.722068 = -577783.905816
  nChanged 75
		SP:Iteration 20F (120047.040000 sec): 3 clusters
  Score: Raw -580677.845535 + Penalty 2860.722068 = -577817.123467
  nChanged 64
		SP:Iteration 21Q (120047.240000 sec): 3 clusters
  Score: Raw -580708.901949 + Penalty 2860.722068 = -577848.179882
  nChanged 62
		SP:Iteration 22Q (120047.490000 sec): 3 clusters
  Score: Raw -580733.092932 + Penalty 2860.722068 = -577872.370864
  nChanged 61
		SP:Iteration 23Q (120047.700000 sec): 3 clusters
  Score: Raw -580753.160184 + Penalty 2860.722068 = -577892.438116
  nChanged 44
		SP:Iteration 24Q (120047.900000 sec): 3 clusters
  Score: Raw -580769.229730 + Penalty 2860.722068 = -577908.507663
  nChanged 48
		SP:Iteration 25Q (120048.110000 sec): 3 clusters
  Score: Raw -580783.342394 + Penalty 2860.722068 = -577922.620327
  nChanged 47
		SP:Iteration 26Q (120048.310000 sec): 3 clusters
  Score: Raw -580799.678448 + Penalty 2860.722068 = -577938.956380
  nChanged 53
		SP:Iteration 27Q (120048.520000 sec): 3 clusters
  Score: Raw -580818.475613 + Penalty 2860.722068 = -577957.753545
  nChanged 44
		SP:Iteration 28Q (120048.720000 sec): 3 clusters
  Score: Raw -580833.791487 + Penalty 2860.722068 = -577973.069419
  nChanged 42
		SP:Iteration 29Q (120048.930000 sec): 3 clusters
  Score: Raw -580848.848801 + Penalty 2860.722068 = -577988.126733
  nChanged 45
		SP:Iteration 30Q (120049.130000 sec): 3 clusters
  Score: Raw -580862.990384 + Penalty 2860.722068 = -578002.268317
  nChanged 50
		SP:Iteration 31Q (120049.330000 sec): 3 clusters
  Score: Raw -580880.131157 + Penalty 2860.722068 = -578019.409089
  nChanged 52
		SP:Iteration 32Q (120049.540000 sec): 3 clusters
  Score: Raw -580896.582352 + Penalty 2860.722068 = -578035.860284
  nChanged 51
		SP:Iteration 33Q (120049.750000 sec): 3 clusters
  Score: Raw -580912.756725 + Penalty 2860.722068 = -578052.034658
  nChanged 50
		SP:Iteration 34Q (120049.990000 sec): 3 clusters
  Score: Raw -580933.295924 + Penalty 2860.722068 = -578072.573857
  nChanged 69
		SP:Iteration 35Q (120050.160000 sec): 3 clusters
  Score: Raw -580966.062334 + Penalty 2860.722068 = -578105.340266
  nChanged 77
		SP:Iteration 36Q (120050.370000 sec): 3 clusters
  Score: Raw -581001.747811 + Penalty 2860.722068 = -578141.025743
  nChanged 76
		SP:Iteration 37Q (120050.580000 sec): 3 clusters
  Score: Raw -581035.731471 + Penalty 2860.722068 = -578175.009403
  nChanged 73
		SP:Iteration 38Q (120050.790000 sec): 3 clusters
  Score: Raw -581069.987186 + Penalty 2860.722068 = -578209.265119
  nChanged 77
		SP:Iteration 39Q (120050.990000 sec): 3 clusters
  Score: Raw -581111.045184 + Penalty 2860.722068 = -578250.323117
  nChanged 77
		SP:Iteration 40F (120051.200000 sec): 3 clusters
  Score: Raw -581150.505710 + Penalty 2860.722068 = -578289.783642
  nChanged 75
		SP:Iteration 41Q (120051.410000 sec): 3 clusters
  Score: Raw -581185.429638 + Penalty 2860.722068 = -578324.707571
  nChanged 72
		SP:Iteration 42Q (120051.610000 sec): 3 clusters
  Score: Raw -581216.157406 + Penalty 2860.722068 = -578355.435338
  nChanged 62
		SP:Iteration 43Q (120051.820000 sec): 3 clusters
  Score: Raw -581245.086413 + Penalty 2860.722068 = -578384.364346
  nChanged 58
		SP:Iteration 44Q (120052.030000 sec): 3 clusters
  Score: Raw -581272.606210 + Penalty 2860.722068 = -578411.884143
  nChanged 50
		SP:Iteration 45Q (120052.230000 sec): 3 clusters
  Score: Raw -581292.494262 + Penalty 2860.722068 = -578431.772194
  nChanged 39
		SP:Iteration 46Q (120052.440000 sec): 3 clusters
  Score: Raw -581308.094252 + Penalty 2860.722068 = -578447.372185
  nChanged 39
		SP:Iteration 47Q (120052.650000 sec): 3 clusters
  Score: Raw -581321.550413 + Penalty 2860.722068 = -578460.828346
  nChanged 30
		SP:Iteration 48Q (120052.830000 sec): 3 clusters
  Score: Raw -581329.742087 + Penalty 2860.722068 = -578469.020019
  nChanged 24
		SP:Iteration 49Q (120052.940000 sec): 3 clusters
  Score: Raw -581334.870161 + Penalty 2860.722068 = -578474.148093
  nChanged 17
		SP:Iteration 50Q (120053.140000 sec): 3 clusters
  Score: Raw -581339.442318 + Penalty 2860.722068 = -578478.720250
  nChanged 17
		SP:Iteration 51Q (120053.350000 sec): 3 clusters
  Score: Raw -581344.257699 + Penalty 2860.722068 = -578483.535632
  nChanged 16
		SP:Iteration 52Q (120053.560000 sec): 3 clusters
  Score: Raw -581347.819320 + Penalty 2860.722068 = -578487.097252
  nChanged 6
		SP:Iteration 53Q (120053.770000 sec): 3 clusters
  Score: Raw -581348.852280 + Penalty 2860.722068 = -578488.130212
  nChanged 5
		SP:Iteration 54Q (120053.970000 sec): 3 clusters
  Score: Raw -581350.053427 + Penalty 2860.722068 = -578489.331360
  nChanged 5
		SP:Iteration 55Q (120054.180000 sec): 3 clusters
  Score: Raw -581351.310702 + Penalty 2860.722068 = -578490.588634
  nChanged 7
		SP:Iteration 56Q (120054.390000 sec): 3 clusters
  Score: Raw -581352.758363 + Penalty 2860.722068 = -578492.036296
  nChanged 8
		SP:Iteration 57Q (120054.590000 sec): 3 clusters
  Score: Raw -581353.877073 + Penalty 2860.722068 = -578493.155005
  nChanged 5
		SP:Iteration 58Q (120054.800000 sec): 3 clusters
  Score: Raw -581354.585293 + Penalty 2860.722068 = -578493.863226
  nChanged 0
		SP:Iteration 59F (120055.010000 sec): 3 clusters
  Score: Raw -581354.585293 + Penalty 2860.722068 = -578493.863226
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (3734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120055.090000 sec): 2 clusters
  Score: Raw -321458.144944 + Penalty 1336.600740 = -320121.544204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120055.270000 sec): 3 clusters
  Score: Raw -319593.946013 + Penalty 2673.201480 = -316920.744533
  nChanged 1492
		SP:Iteration 1F (120055.440000 sec): 3 clusters
  Score: Raw -320414.883741 + Penalty 2673.201480 = -317741.682260
  nChanged 314
		SP:Iteration 2F (120055.620000 sec): 3 clusters
  Score: Raw -320651.423022 + Penalty 2673.201480 = -317978.221542
  nChanged 251
		SP:Iteration 3F (120055.790000 sec): 3 clusters
  Score: Raw -320862.188976 + Penalty 2673.201480 = -318188.987496
  nChanged 229
		SP:Iteration 4F (120055.970000 sec): 3 clusters
  Score: Raw -321072.953809 + Penalty 2673.201480 = -318399.752328
  nChanged 224
		SP:Iteration 5F (120056.150000 sec): 3 clusters
  Score: Raw -321257.525668 + Penalty 2673.201480 = -318584.324188
  nChanged 168
		SP:Iteration 6Q (120056.320000 sec): 3 clusters
  Score: Raw -321403.287488 + Penalty 2673.201480 = -318730.086008
  nChanged 156
		SP:Iteration 7Q (120056.500000 sec): 3 clusters
  Score: Raw -321539.279526 + Penalty 2673.201480 = -318866.078046
  nChanged 152
		SP:Iteration 8Q (120056.670000 sec): 3 clusters
  Score: Raw -321643.678428 + Penalty 2673.201480 = -318970.476947
  nChanged 122
		SP:Iteration 9Q (120056.850000 sec): 3 clusters
  Score: Raw -321712.646679 + Penalty 2673.201480 = -319039.445198
  nChanged 102
		SP:Iteration 10Q (120057.030000 sec): 3 clusters
  Score: Raw -321765.965052 + Penalty 2673.201480 = -319092.763571
  nChanged 67
		SP:Iteration 11Q (120057.200000 sec): 3 clusters
  Score: Raw -321796.386460 + Penalty 2673.201480 = -319123.184979
  nChanged 65
		SP:Iteration 12Q (120057.370000 sec): 3 clusters
  Score: Raw -321827.388227 + Penalty 2673.201480 = -319154.186747
  nChanged 55
		SP:Iteration 13Q (120057.550000 sec): 3 clusters
  Score: Raw -321849.418103 + Penalty 2673.201480 = -319176.216623
  nChanged 36
		SP:Iteration 14Q (120057.730000 sec): 3 clusters
  Score: Raw -321861.828546 + Penalty 2673.201480 = -319188.627065
  nChanged 26
		SP:Iteration 15Q (120057.900000 sec): 3 clusters
  Score: Raw -321869.390132 + Penalty 2673.201480 = -319196.188652
  nChanged 15
		SP:Iteration 16Q (120058.080000 sec): 3 clusters
  Score: Raw -321873.515497 + Penalty 2673.201480 = -319200.314017
  nChanged 19
		SP:Iteration 17Q (120058.250000 sec): 3 clusters
  Score: Raw -321880.271887 + Penalty 2673.201480 = -319207.070407
  nChanged 14
		SP:Iteration 18Q (120058.430000 sec): 3 clusters
  Score: Raw -321884.926712 + Penalty 2673.201480 = -319211.725232
  nChanged 13
		SP:Iteration 19Q (120058.610000 sec): 3 clusters
  Score: Raw -321889.200740 + Penalty 2673.201480 = -319215.999260
  nChanged 7
		SP:Iteration 20F (120058.780000 sec): 3 clusters
  Score: Raw -321891.134919 + Penalty 2673.201480 = -319217.933439
  nChanged 7
		SP:Iteration 21Q (120058.960000 sec): 3 clusters
  Score: Raw -321893.509531 + Penalty 2673.201480 = -319220.308051
  nChanged 7
		SP:Iteration 22Q (120059.130000 sec): 3 clusters
  Score: Raw -321895.365164 + Penalty 2673.201480 = -319222.163683
  nChanged 7
		SP:Iteration 23Q (120059.310000 sec): 3 clusters
  Score: Raw -321897.231976 + Penalty 2673.201480 = -319224.030495
  nChanged 6
		SP:Iteration 24Q (120059.490000 sec): 3 clusters
  Score: Raw -321898.844072 + Penalty 2673.201480 = -319225.642592
  nChanged 4
		SP:Iteration 25Q (120059.660000 sec): 3 clusters
  Score: Raw -321899.645755 + Penalty 2673.201480 = -319226.444274
  nChanged 3
		SP:Iteration 26Q (120059.840000 sec): 3 clusters
  Score: Raw -321900.120189 + Penalty 2673.201480 = -319226.918709
  nChanged 4
		SP:Iteration 27Q (120060.010000 sec): 3 clusters
  Score: Raw -321901.613169 + Penalty 2673.201480 = -319228.411689
  nChanged 4
		SP:Iteration 28Q (120060.190000 sec): 3 clusters
  Score: Raw -321902.588897 + Penalty 2673.201480 = -319229.387417
  nChanged 4
		SP:Iteration 29Q (120060.370000 sec): 3 clusters
  Score: Raw -321903.360824 + Penalty 2673.201480 = -319230.159344
  nChanged 3
		SP:Iteration 30Q (120060.540000 sec): 3 clusters
  Score: Raw -321903.895878 + Penalty 2673.201480 = -319230.694398
  nChanged 4
		SP:Iteration 31Q (120060.720000 sec): 3 clusters
  Score: Raw -321904.680252 + Penalty 2673.201480 = -319231.478772
  nChanged 4
		SP:Iteration 32Q (120060.890000 sec): 3 clusters
  Score: Raw -321905.614550 + Penalty 2673.201480 = -319232.413069
  nChanged 1
		SP:Iteration 33Q (120061.070000 sec): 3 clusters
  Score: Raw -321905.796395 + Penalty 2673.201480 = -319232.594915
  nChanged 2
		SP:Iteration 34Q (120061.250000 sec): 3 clusters
  Score: Raw -321906.140184 + Penalty 2673.201480 = -319232.938704
  nChanged 2
		SP:Iteration 35Q (120061.420000 sec): 3 clusters
  Score: Raw -321906.601256 + Penalty 2673.201480 = -319233.399775
  nChanged 1
		SP:Iteration 36Q (120061.500000 sec): 3 clusters
  Score: Raw -321906.933388 + Penalty 2673.201480 = -319233.731907
  nChanged 1
		SP:Iteration 37Q (120061.570000 sec): 3 clusters
  Score: Raw -321907.214903 + Penalty 2673.201480 = -319234.013422
  nChanged 0
		SP:Iteration 38F (120061.650000 sec): 3 clusters
  Score: Raw -321907.214903 + Penalty 2673.201480 = -319234.013422
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (3284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120061.720000 sec): 2 clusters
  Score: Raw -268207.604616 + Penalty 1315.732839 = -266891.871777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120061.790000 sec): 3 clusters
  Score: Raw -266670.102921 + Penalty 2631.465678 = -264038.637243
  nChanged 1233
		SP:Iteration 1F (120061.850000 sec): 3 clusters
  Score: Raw -267509.977215 + Penalty 2631.465678 = -264878.511537
  nChanged 287
		SP:Iteration 2F (120061.920000 sec): 3 clusters
  Score: Raw -267726.476722 + Penalty 2631.465678 = -265095.011044
  nChanged 206
		SP:Iteration 3F (120061.980000 sec): 3 clusters
  Score: Raw -267883.907804 + Penalty 2631.465678 = -265252.442126
  nChanged 161
		SP:Iteration 4Q (120062.050000 sec): 3 clusters
  Score: Raw -267997.790517 + Penalty 2631.465678 = -265366.324839
  nChanged 125
		SP:Iteration 5Q (120062.110000 sec): 3 clusters
  Score: Raw -268094.552023 + Penalty 2631.465678 = -265463.086345
  nChanged 121
		SP:Iteration 6Q (120062.170000 sec): 3 clusters
  Score: Raw -268186.791519 + Penalty 2631.465678 = -265555.325841
  nChanged 111
		SP:Iteration 7Q (120062.240000 sec): 3 clusters
  Score: Raw -268259.602658 + Penalty 2631.465678 = -265628.136980
  nChanged 84
		SP:Iteration 8Q (120062.300000 sec): 3 clusters
  Score: Raw -268312.584785 + Penalty 2631.465678 = -265681.119107
  nChanged 63
		SP:Iteration 9Q (120062.370000 sec): 3 clusters
  Score: Raw -268354.450784 + Penalty 2631.465678 = -265722.985106
  nChanged 59
		SP:Iteration 10Q (120062.430000 sec): 3 clusters
  Score: Raw -268388.368626 + Penalty 2631.465678 = -265756.902948
  nChanged 51
		SP:Iteration 11Q (120062.490000 sec): 3 clusters
  Score: Raw -268423.545737 + Penalty 2631.465678 = -265792.080059
  nChanged 60
		SP:Iteration 12Q (120062.550000 sec): 3 clusters
  Score: Raw -268463.327895 + Penalty 2631.465678 = -265831.862217
  nChanged 54
		SP:Iteration 13Q (120062.620000 sec): 3 clusters
  Score: Raw -268491.481756 + Penalty 2631.465678 = -265860.016078
  nChanged 42
		SP:Iteration 14Q (120062.680000 sec): 3 clusters
  Score: Raw -268516.915562 + Penalty 2631.465678 = -265885.449884
  nChanged 42
		SP:Iteration 15Q (120062.750000 sec): 3 clusters
  Score: Raw -268545.754994 + Penalty 2631.465678 = -265914.289316
  nChanged 47
		SP:Iteration 16Q (120062.810000 sec): 3 clusters
  Score: Raw -268581.565717 + Penalty 2631.465678 = -265950.100039
  nChanged 46
		SP:Iteration 17Q (120062.910000 sec): 3 clusters
  Score: Raw -268615.978903 + Penalty 2631.465678 = -265984.513225
  nChanged 43
		SP:Iteration 18Q (120063.090000 sec): 3 clusters
  Score: Raw -268659.722503 + Penalty 2631.465678 = -266028.256825
  nChanged 42
		SP:Iteration 19Q (120063.260000 sec): 3 clusters
  Score: Raw -268689.804301 + Penalty 2631.465678 = -266058.338624
  nChanged 43
		SP:Iteration 20F (120063.440000 sec): 3 clusters
  Score: Raw -268724.616426 + Penalty 2631.465678 = -266093.150748
  nChanged 39
		SP:Iteration 21Q (120063.610000 sec): 3 clusters
  Score: Raw -268755.432881 + Penalty 2631.465678 = -266123.967203
  nChanged 31
		SP:Iteration 22Q (120063.770000 sec): 3 clusters
  Score: Raw -268777.742143 + Penalty 2631.465678 = -266146.276465
  nChanged 34
		SP:Iteration 23Q (120063.930000 sec): 3 clusters
  Score: Raw -268803.053384 + Penalty 2631.465678 = -266171.587706
  nChanged 41
		SP:Iteration 24Q (120064.110000 sec): 3 clusters
  Score: Raw -268839.184136 + Penalty 2631.465678 = -266207.718458
  nChanged 37
		SP:Iteration 25Q (120064.330000 sec): 3 clusters
  Score: Raw -268860.468240 + Penalty 2631.465678 = -266229.002562
  nChanged 29
		SP:Iteration 26Q (120064.480000 sec): 3 clusters
  Score: Raw -268876.725340 + Penalty 2631.465678 = -266245.259662
  nChanged 20
		SP:Iteration 27Q (120064.660000 sec): 3 clusters
  Score: Raw -268885.362581 + Penalty 2631.465678 = -266253.896903
  nChanged 12
		SP:Iteration 28Q (120064.830000 sec): 3 clusters
  Score: Raw -268889.851304 + Penalty 2631.465678 = -266258.385626
  nChanged 7
		SP:Iteration 29Q (120065.010000 sec): 3 clusters
  Score: Raw -268894.342084 + Penalty 2631.465678 = -266262.876406
  nChanged 5
		SP:Iteration 30Q (120065.190000 sec): 3 clusters
  Score: Raw -268895.793513 + Penalty 2631.465678 = -266264.327835
  nChanged 4
		SP:Iteration 31Q (120065.360000 sec): 3 clusters
  Score: Raw -268896.879771 + Penalty 2631.465678 = -266265.414093
  nChanged 1
		SP:Iteration 32Q (120065.540000 sec): 3 clusters
  Score: Raw -268897.454056 + Penalty 2631.465678 = -266265.988378
  nChanged 1
		SP:Iteration 33Q (120065.710000 sec): 3 clusters
  Score: Raw -268898.318463 + Penalty 2631.465678 = -266266.852785
  nChanged 2
		SP:Iteration 34Q (120065.890000 sec): 3 clusters
  Score: Raw -268898.691761 + Penalty 2631.465678 = -266267.226083
  nChanged 1
		SP:Iteration 35Q (120066.070000 sec): 3 clusters
  Score: Raw -268898.982867 + Penalty 2631.465678 = -266267.517189
  nChanged 0
		SP:Iteration 36F (120066.240000 sec): 3 clusters
  Score: Raw -268898.982867 + Penalty 2631.465678 = -266267.517189
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (14320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120066.460000 sec): 2 clusters
  Score: Raw -1192342.207532 + Penalty 1555.029522 = -1190787.178010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120066.690000 sec): 3 clusters
  Score: Raw -1183951.197991 + Penalty 3110.059043 = -1180841.138948
  nChanged 6371
		SP:Iteration 1F (120066.980000 sec): 3 clusters
  Score: Raw -1187632.122338 + Penalty 3110.059043 = -1184522.063295
  nChanged 1000
		SP:Iteration 2F (120067.260000 sec): 3 clusters
  Score: Raw -1188217.798985 + Penalty 3110.059043 = -1185107.739942
  nChanged 947
		SP:Iteration 3F (120067.530000 sec): 3 clusters
  Score: Raw -1188782.991364 + Penalty 3110.059043 = -1185672.932321
  nChanged 904
		SP:Iteration 4F (120067.810000 sec): 3 clusters
  Score: Raw -1189377.281565 + Penalty 3110.059043 = -1186267.222522
  nChanged 867
		SP:Iteration 5F (120068.090000 sec): 3 clusters
  Score: Raw -1189935.196474 + Penalty 3110.059043 = -1186825.137431
  nChanged 808
		SP:Iteration 6F (120068.370000 sec): 3 clusters
  Score: Raw -1190410.615425 + Penalty 3110.059043 = -1187300.556382
  nChanged 713
		SP:Iteration 7Q (120068.640000 sec): 3 clusters
  Score: Raw -1190819.846802 + Penalty 3110.059043 = -1187709.787759
  nChanged 625
		SP:Iteration 8Q (120068.830000 sec): 3 clusters
  Score: Raw -1191155.702290 + Penalty 3110.059043 = -1188045.643247
  nChanged 490
		SP:Iteration 9Q (120069.120000 sec): 3 clusters
  Score: Raw -1191403.273385 + Penalty 3110.059043 = -1188293.214342
  nChanged 460
		SP:Iteration 10Q (120069.390000 sec): 3 clusters
  Score: Raw -1191601.738602 + Penalty 3110.059043 = -1188491.679559
  nChanged 367
		SP:Iteration 11Q (120069.670000 sec): 3 clusters
  Score: Raw -1191736.526665 + Penalty 3110.059043 = -1188626.467621
  nChanged 290
		SP:Iteration 12Q (120069.950000 sec): 3 clusters
  Score: Raw -1191839.380723 + Penalty 3110.059043 = -1188729.321680
  nChanged 241
		SP:Iteration 13Q (120070.220000 sec): 3 clusters
  Score: Raw -1191920.020111 + Penalty 3110.059043 = -1188809.961068
  nChanged 235
		SP:Iteration 14Q (120070.500000 sec): 3 clusters
  Score: Raw -1192006.872769 + Penalty 3110.059043 = -1188896.813726
  nChanged 220
		SP:Iteration 15Q (120070.780000 sec): 3 clusters
  Score: Raw -1192087.815428 + Penalty 3110.059043 = -1188977.756384
  nChanged 206
		SP:Iteration 16Q (120071.050000 sec): 3 clusters
  Score: Raw -1192163.374525 + Penalty 3110.059043 = -1189053.315482
  nChanged 196
		SP:Iteration 17Q (120071.330000 sec): 3 clusters
  Score: Raw -1192230.033262 + Penalty 3110.059043 = -1189119.974218
  nChanged 177
		SP:Iteration 18Q (120071.610000 sec): 3 clusters
  Score: Raw -1192287.236551 + Penalty 3110.059043 = -1189177.177508
  nChanged 160
		SP:Iteration 19Q (120071.880000 sec): 3 clusters
  Score: Raw -1192335.060683 + Penalty 3110.059043 = -1189225.001640
  nChanged 143
		SP:Iteration 20F (120072.160000 sec): 3 clusters
  Score: Raw -1192380.474940 + Penalty 3110.059043 = -1189270.415897
  nChanged 137
		SP:Iteration 21Q (120072.440000 sec): 3 clusters
  Score: Raw -1192421.386911 + Penalty 3110.059043 = -1189311.327868
  nChanged 134
		SP:Iteration 22Q (120072.720000 sec): 3 clusters
  Score: Raw -1192456.357427 + Penalty 3110.059043 = -1189346.298384
  nChanged 117
		SP:Iteration 23Q (120072.990000 sec): 3 clusters
  Score: Raw -1192484.745093 + Penalty 3110.059043 = -1189374.686050
  nChanged 113
		SP:Iteration 24Q (120073.270000 sec): 3 clusters
  Score: Raw -1192514.734527 + Penalty 3110.059043 = -1189404.675484
  nChanged 113
		SP:Iteration 25Q (120073.540000 sec): 3 clusters
  Score: Raw -1192539.714008 + Penalty 3110.059043 = -1189429.654965
  nChanged 99
		SP:Iteration 26Q (120073.820000 sec): 3 clusters
  Score: Raw -1192558.682462 + Penalty 3110.059043 = -1189448.623418
  nChanged 93
		SP:Iteration 27Q (120074.100000 sec): 3 clusters
  Score: Raw -1192579.325563 + Penalty 3110.059043 = -1189469.266520
  nChanged 101
		SP:Iteration 28Q (120074.370000 sec): 3 clusters
  Score: Raw -1192597.843781 + Penalty 3110.059043 = -1189487.784738
  nChanged 86
		SP:Iteration 29Q (120074.650000 sec): 3 clusters
  Score: Raw -1192611.160746 + Penalty 3110.059043 = -1189501.101703
  nChanged 60
		SP:Iteration 30Q (120074.930000 sec): 3 clusters
  Score: Raw -1192619.688690 + Penalty 3110.059043 = -1189509.629647
  nChanged 52
		SP:Iteration 31Q (120075.200000 sec): 3 clusters
  Score: Raw -1192626.708123 + Penalty 3110.059043 = -1189516.649079
  nChanged 35
		SP:Iteration 32Q (120075.480000 sec): 3 clusters
  Score: Raw -1192631.039506 + Penalty 3110.059043 = -1189520.980463
  nChanged 27
		SP:Iteration 33Q (120075.760000 sec): 3 clusters
  Score: Raw -1192633.978778 + Penalty 3110.059043 = -1189523.919735
  nChanged 20
		SP:Iteration 34Q (120076.030000 sec): 3 clusters
  Score: Raw -1192636.041165 + Penalty 3110.059043 = -1189525.982122
  nChanged 18
		SP:Iteration 35Q (120076.310000 sec): 3 clusters
  Score: Raw -1192637.960407 + Penalty 3110.059043 = -1189527.901364
  nChanged 14
		SP:Iteration 36Q (120076.580000 sec): 3 clusters
  Score: Raw -1192639.249579 + Penalty 3110.059043 = -1189529.190536
  nChanged 11
		SP:Iteration 37Q (120076.860000 sec): 3 clusters
  Score: Raw -1192640.573529 + Penalty 3110.059043 = -1189530.514485
  nChanged 11
		SP:Iteration 38Q (120077.130000 sec): 3 clusters
  Score: Raw -1192641.675943 + Penalty 3110.059043 = -1189531.616900
  nChanged 8
		SP:Iteration 39Q (120077.450000 sec): 3 clusters
  Score: Raw -1192642.349248 + Penalty 3110.059043 = -1189532.290205
  nChanged 6
		SP:Iteration 40F (120077.720000 sec): 3 clusters
  Score: Raw -1192642.831132 + Penalty 3110.059043 = -1189532.772088
  nChanged 9
		SP:Iteration 41Q (120078.000000 sec): 3 clusters
  Score: Raw -1192643.606391 + Penalty 3110.059043 = -1189533.547348
  nChanged 5
		SP:Iteration 42Q (120078.290000 sec): 3 clusters
  Score: Raw -1192644.181013 + Penalty 3110.059043 = -1189534.121969
  nChanged 6
		SP:Iteration 43Q (120078.570000 sec): 3 clusters
  Score: Raw -1192644.757022 + Penalty 3110.059043 = -1189534.697979
  nChanged 3
		SP:Iteration 44Q (120078.840000 sec): 3 clusters
  Score: Raw -1192645.121013 + Penalty 3110.059043 = -1189535.061970
  nChanged 4
		SP:Iteration 45Q (120079.120000 sec): 3 clusters
  Score: Raw -1192645.302260 + Penalty 3110.059043 = -1189535.243217
  nChanged 2
		SP:Iteration 46Q (120079.400000 sec): 3 clusters
  Score: Raw -1192645.382893 + Penalty 3110.059043 = -1189535.323850
  nChanged 1
		SP:Iteration 47Q (120079.680000 sec): 3 clusters
  Score: Raw -1192645.455181 + Penalty 3110.059043 = -1189535.396138
  nChanged 0
		SP:Iteration 48F (120079.950000 sec): 3 clusters
  Score: Raw -1192645.455181 + Penalty 3110.059043 = -1189535.396138
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (4127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120080.110000 sec): 2 clusters
  Score: Raw -349703.418782 + Penalty 1352.862230 = -348350.556552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120080.290000 sec): 3 clusters
  Score: Raw -347659.738735 + Penalty 2705.724460 = -344954.014275
  nChanged 1669
		SP:Iteration 1F (120080.460000 sec): 3 clusters
  Score: Raw -348684.127716 + Penalty 2705.724460 = -345978.403256
  nChanged 348
		SP:Iteration 2F (120080.640000 sec): 3 clusters
  Score: Raw -348956.169508 + Penalty 2705.724460 = -346250.445048
  nChanged 274
		SP:Iteration 3F (120080.820000 sec): 3 clusters
  Score: Raw -349166.818801 + Penalty 2705.724460 = -346461.094342
  nChanged 227
		SP:Iteration 4F (120080.990000 sec): 3 clusters
  Score: Raw -349358.801960 + Penalty 2705.724460 = -346653.077501
  nChanged 217
		SP:Iteration 5F (120081.160000 sec): 3 clusters
  Score: Raw -349533.642926 + Penalty 2705.724460 = -346827.918466
  nChanged 172
		SP:Iteration 6Q (120081.340000 sec): 3 clusters
  Score: Raw -349661.805911 + Penalty 2705.724460 = -346956.081452
  nChanged 163
		SP:Iteration 7Q (120081.520000 sec): 3 clusters
  Score: Raw -349778.678094 + Penalty 2705.724460 = -347072.953634
  nChanged 136
		SP:Iteration 8Q (120081.690000 sec): 3 clusters
  Score: Raw -349881.678561 + Penalty 2705.724460 = -347175.954101
  nChanged 110
		SP:Iteration 9Q (120081.870000 sec): 3 clusters
  Score: Raw -349958.853429 + Penalty 2705.724460 = -347253.128970
  nChanged 114
		SP:Iteration 10Q (120082.040000 sec): 3 clusters
  Score: Raw -350053.481931 + Penalty 2705.724460 = -347347.757471
  nChanged 114
		SP:Iteration 11Q (120082.220000 sec): 3 clusters
  Score: Raw -350141.376677 + Penalty 2705.724460 = -347435.652217
  nChanged 96
		SP:Iteration 12Q (120082.400000 sec): 3 clusters
  Score: Raw -350213.589408 + Penalty 2705.724460 = -347507.864948
  nChanged 81
		SP:Iteration 13Q (120082.570000 sec): 3 clusters
  Score: Raw -350265.001970 + Penalty 2705.724460 = -347559.277510
  nChanged 65
		SP:Iteration 14Q (120082.750000 sec): 3 clusters
  Score: Raw -350301.870725 + Penalty 2705.724460 = -347596.146265
  nChanged 47
		SP:Iteration 15Q (120082.920000 sec): 3 clusters
  Score: Raw -350324.587818 + Penalty 2705.724460 = -347618.863358
  nChanged 39
		SP:Iteration 16Q (120083.100000 sec): 3 clusters
  Score: Raw -350339.047876 + Penalty 2705.724460 = -347633.323416
  nChanged 26
		SP:Iteration 17Q (120083.280000 sec): 3 clusters
  Score: Raw -350347.927399 + Penalty 2705.724460 = -347642.202939
  nChanged 20
		SP:Iteration 18Q (120083.450000 sec): 3 clusters
  Score: Raw -350356.281016 + Penalty 2705.724460 = -347650.556556
  nChanged 19
		SP:Iteration 19Q (120083.630000 sec): 3 clusters
  Score: Raw -350362.695207 + Penalty 2705.724460 = -347656.970747
  nChanged 16
		SP:Iteration 20F (120083.800000 sec): 3 clusters
  Score: Raw -350367.189128 + Penalty 2705.724460 = -347661.464668
  nChanged 10
		SP:Iteration 21Q (120083.980000 sec): 3 clusters
  Score: Raw -350369.837467 + Penalty 2705.724460 = -347664.113007
  nChanged 5
		SP:Iteration 22Q (120084.160000 sec): 3 clusters
  Score: Raw -350372.562986 + Penalty 2705.724460 = -347666.838526
  nChanged 4
		SP:Iteration 23Q (120084.330000 sec): 3 clusters
  Score: Raw -350375.130868 + Penalty 2705.724460 = -347669.406408
  nChanged 6
		SP:Iteration 24Q (120084.500000 sec): 3 clusters
  Score: Raw -350376.877691 + Penalty 2705.724460 = -347671.153232
  nChanged 6
		SP:Iteration 25Q (120084.680000 sec): 3 clusters
  Score: Raw -350379.261055 + Penalty 2705.724460 = -347673.536595
  nChanged 9
		SP:Iteration 26Q (120084.830000 sec): 3 clusters
  Score: Raw -350383.466916 + Penalty 2705.724460 = -347677.742456
  nChanged 8
		SP:Iteration 27Q (120085.010000 sec): 3 clusters
  Score: Raw -350387.299010 + Penalty 2705.724460 = -347681.574550
  nChanged 8
		SP:Iteration 28Q (120085.180000 sec): 3 clusters
  Score: Raw -350390.466988 + Penalty 2705.724460 = -347684.742528
  nChanged 9
		SP:Iteration 29Q (120085.360000 sec): 3 clusters
  Score: Raw -350392.825910 + Penalty 2705.724460 = -347687.101450
  nChanged 5
		SP:Iteration 30Q (120085.530000 sec): 3 clusters
  Score: Raw -350394.504728 + Penalty 2705.724460 = -347688.780268
  nChanged 3
		SP:Iteration 31Q (120085.710000 sec): 3 clusters
  Score: Raw -350395.746899 + Penalty 2705.724460 = -347690.022440
  nChanged 4
		SP:Iteration 32Q (120085.880000 sec): 3 clusters
  Score: Raw -350397.246225 + Penalty 2705.724460 = -347691.521765
  nChanged 4
		SP:Iteration 33Q (120086.060000 sec): 3 clusters
  Score: Raw -350398.483459 + Penalty 2705.724460 = -347692.759000
  nChanged 6
		SP:Iteration 34Q (120086.240000 sec): 3 clusters
  Score: Raw -350399.916571 + Penalty 2705.724460 = -347694.192111
  nChanged 2
		SP:Iteration 35Q (120086.410000 sec): 3 clusters
  Score: Raw -350400.476836 + Penalty 2705.724460 = -347694.752377
  nChanged 1
		SP:Iteration 36Q (120086.590000 sec): 3 clusters
  Score: Raw -350400.644939 + Penalty 2705.724460 = -347694.920479
  nChanged 0
		SP:Iteration 37F (120086.760000 sec): 3 clusters
  Score: Raw -350400.644939 + Penalty 2705.724460 = -347694.920479
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120086.860000 sec): 2 clusters
  Score: Raw -414530.052645 + Penalty 1355.130072 = -413174.922573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120087.040000 sec): 3 clusters
  Score: Raw -412428.765078 + Penalty 2710.260144 = -409718.504934
  nChanged 1637
		SP:Iteration 1F (120087.210000 sec): 3 clusters
  Score: Raw -413398.098430 + Penalty 2710.260144 = -410687.838286
  nChanged 313
		SP:Iteration 2F (120087.380000 sec): 3 clusters
  Score: Raw -413580.552822 + Penalty 2710.260144 = -410870.292677
  nChanged 218
		SP:Iteration 3F (120087.560000 sec): 3 clusters
  Score: Raw -413710.962558 + Penalty 2710.260144 = -411000.702414
  nChanged 201
		SP:Iteration 4Q (120087.740000 sec): 3 clusters
  Score: Raw -413836.119021 + Penalty 2710.260144 = -411125.858877
  nChanged 188
		SP:Iteration 5Q (120087.910000 sec): 3 clusters
  Score: Raw -413958.209504 + Penalty 2710.260144 = -411247.949359
  nChanged 178
		SP:Iteration 6Q (120088.090000 sec): 3 clusters
  Score: Raw -414068.167454 + Penalty 2710.260144 = -411357.907309
  nChanged 172
		SP:Iteration 7Q (120088.260000 sec): 3 clusters
  Score: Raw -414177.036227 + Penalty 2710.260144 = -411466.776082
  nChanged 164
		SP:Iteration 8Q (120088.420000 sec): 3 clusters
  Score: Raw -414296.060764 + Penalty 2710.260144 = -411585.800620
  nChanged 179
		SP:Iteration 9Q (120088.500000 sec): 3 clusters
  Score: Raw -414416.150634 + Penalty 2710.260144 = -411705.890489
  nChanged 158
		SP:Iteration 10Q (120088.580000 sec): 3 clusters
  Score: Raw -414526.104106 + Penalty 2710.260144 = -411815.843961
  nChanged 144
		SP:Iteration 11Q (120088.670000 sec): 3 clusters
  Score: Raw -414617.633475 + Penalty 2710.260144 = -411907.373331
  nChanged 119
		SP:Iteration 12Q (120088.760000 sec): 3 clusters
  Score: Raw -414689.525905 + Penalty 2710.260144 = -411979.265760
  nChanged 104
		SP:Iteration 13Q (120088.840000 sec): 3 clusters
  Score: Raw -414739.089825 + Penalty 2710.260144 = -412028.829681
  nChanged 64
		SP:Iteration 14Q (120088.930000 sec): 3 clusters
  Score: Raw -414771.181013 + Penalty 2710.260144 = -412060.920869
  nChanged 49
		SP:Iteration 15Q (120089.010000 sec): 3 clusters
  Score: Raw -414794.779089 + Penalty 2710.260144 = -412084.518944
  nChanged 43
		SP:Iteration 16Q (120089.100000 sec): 3 clusters
  Score: Raw -414810.465438 + Penalty 2710.260144 = -412100.205294
  nChanged 31
		SP:Iteration 17Q (120089.180000 sec): 3 clusters
  Score: Raw -414823.696600 + Penalty 2710.260144 = -412113.436456
  nChanged 30
		SP:Iteration 18Q (120089.290000 sec): 3 clusters
  Score: Raw -414835.131754 + Penalty 2710.260144 = -412124.871610
  nChanged 30
		SP:Iteration 19Q (120089.470000 sec): 3 clusters
  Score: Raw -414846.501600 + Penalty 2710.260144 = -412136.241455
  nChanged 26
		SP:Iteration 20F (120089.640000 sec): 3 clusters
  Score: Raw -414857.063035 + Penalty 2710.260144 = -412146.802890
  nChanged 26
		SP:Iteration 21Q (120089.820000 sec): 3 clusters
  Score: Raw -414868.268150 + Penalty 2710.260144 = -412158.008006
  nChanged 26
		SP:Iteration 22Q (120090.000000 sec): 3 clusters
  Score: Raw -414878.364042 + Penalty 2710.260144 = -412168.103898
  nChanged 18
		SP:Iteration 23Q (120090.170000 sec): 3 clusters
  Score: Raw -414884.831357 + Penalty 2710.260144 = -412174.571212
  nChanged 13
		SP:Iteration 24Q (120090.350000 sec): 3 clusters
  Score: Raw -414888.907525 + Penalty 2710.260144 = -412178.647381
  nChanged 9
		SP:Iteration 25Q (120090.520000 sec): 3 clusters
  Score: Raw -414892.041304 + Penalty 2710.260144 = -412181.781160
  nChanged 7
		SP:Iteration 26Q (120090.700000 sec): 3 clusters
  Score: Raw -414894.116367 + Penalty 2710.260144 = -412183.856223
  nChanged 11
		SP:Iteration 27Q (120090.880000 sec): 3 clusters
  Score: Raw -414898.265472 + Penalty 2710.260144 = -412188.005328
  nChanged 12
		SP:Iteration 28Q (120091.050000 sec): 3 clusters
  Score: Raw -414903.120845 + Penalty 2710.260144 = -412192.860700
  nChanged 19
		SP:Iteration 29Q (120091.220000 sec): 3 clusters
  Score: Raw -414911.297229 + Penalty 2710.260144 = -412201.037085
  nChanged 18
		SP:Iteration 30Q (120091.400000 sec): 3 clusters
  Score: Raw -414918.055765 + Penalty 2710.260144 = -412207.795620
  nChanged 11
		SP:Iteration 31Q (120091.580000 sec): 3 clusters
  Score: Raw -414921.920518 + Penalty 2710.260144 = -412211.660373
  nChanged 9
		SP:Iteration 32Q (120091.750000 sec): 3 clusters
  Score: Raw -414924.822048 + Penalty 2710.260144 = -412214.561904
  nChanged 11
		SP:Iteration 33Q (120091.930000 sec): 3 clusters
  Score: Raw -414929.200449 + Penalty 2710.260144 = -412218.940304
  nChanged 10
		SP:Iteration 34Q (120092.100000 sec): 3 clusters
  Score: Raw -414933.798553 + Penalty 2710.260144 = -412223.538409
  nChanged 11
		SP:Iteration 35Q (120092.280000 sec): 3 clusters
  Score: Raw -414937.817024 + Penalty 2710.260144 = -412227.556879
  nChanged 10
		SP:Iteration 36Q (120092.460000 sec): 3 clusters
  Score: Raw -414940.790742 + Penalty 2710.260144 = -412230.530598
  nChanged 7
		SP:Iteration 37Q (120092.630000 sec): 3 clusters
  Score: Raw -414943.914226 + Penalty 2710.260144 = -412233.654082
  nChanged 5
		SP:Iteration 38Q (120092.810000 sec): 3 clusters
  Score: Raw -414946.552077 + Penalty 2710.260144 = -412236.291932
  nChanged 7
		SP:Iteration 39Q (120092.980000 sec): 3 clusters
  Score: Raw -414949.272378 + Penalty 2710.260144 = -412239.012233
  nChanged 6
		SP:Iteration 40F (120093.160000 sec): 3 clusters
  Score: Raw -414951.224513 + Penalty 2710.260144 = -412240.964369
  nChanged 4
		SP:Iteration 41Q (120093.340000 sec): 3 clusters
  Score: Raw -414952.600369 + Penalty 2710.260144 = -412242.340224
  nChanged 3
		SP:Iteration 42Q (120093.510000 sec): 3 clusters
  Score: Raw -414953.668952 + Penalty 2710.260144 = -412243.408807
  nChanged 4
		SP:Iteration 43Q (120093.690000 sec): 3 clusters
  Score: Raw -414955.604687 + Penalty 2710.260144 = -412245.344543
  nChanged 3
		SP:Iteration 44Q (120093.860000 sec): 3 clusters
  Score: Raw -414957.487295 + Penalty 2710.260144 = -412247.227151
  nChanged 4
		SP:Iteration 45Q (120094.040000 sec): 3 clusters
  Score: Raw -414959.545512 + Penalty 2710.260144 = -412249.285367
  nChanged 5
		SP:Iteration 46Q (120094.210000 sec): 3 clusters
  Score: Raw -414961.610496 + Penalty 2710.260144 = -412251.350351
  nChanged 3
		SP:Iteration 47Q (120094.390000 sec): 3 clusters
  Score: Raw -414962.424527 + Penalty 2710.260144 = -412252.164382
  nChanged 2
		SP:Iteration 48Q (120094.560000 sec): 3 clusters
  Score: Raw -414963.130972 + Penalty 2710.260144 = -412252.870828
  nChanged 3
		SP:Iteration 49Q (120094.740000 sec): 3 clusters
  Score: Raw -414964.095097 + Penalty 2710.260144 = -412253.834952
  nChanged 2
		SP:Iteration 50Q (120094.920000 sec): 3 clusters
  Score: Raw -414964.950482 + Penalty 2710.260144 = -412254.690337
  nChanged 1
		SP:Iteration 51Q (120095.090000 sec): 3 clusters
  Score: Raw -414965.211928 + Penalty 2710.260144 = -412254.951783
  nChanged 1
		SP:Iteration 52Q (120095.270000 sec): 3 clusters
  Score: Raw -414965.308250 + Penalty 2710.260144 = -412255.048106
  nChanged 0
		SP:Iteration 53F (120095.440000 sec): 3 clusters
  Score: Raw -414965.308250 + Penalty 2710.260144 = -412255.048106
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (13829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120095.620000 sec): 2 clusters
  Score: Raw -1272201.613444 + Penalty 1549.360006 = -1270652.253438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120095.840000 sec): 3 clusters
  Score: Raw -1264160.108084 + Penalty 3098.720013 = -1261061.388072
  nChanged 6137
		SP:Iteration 1F (120096.040000 sec): 3 clusters
  Score: Raw -1267962.016801 + Penalty 3098.720013 = -1264863.296788
  nChanged 1123
		SP:Iteration 2F (120096.310000 sec): 3 clusters
  Score: Raw -1268748.878163 + Penalty 3098.720013 = -1265650.158151
  nChanged 1021
		SP:Iteration 3F (120096.590000 sec): 3 clusters
  Score: Raw -1269480.948133 + Penalty 3098.720013 = -1266382.228120
  nChanged 920
		SP:Iteration 4F (120096.870000 sec): 3 clusters
  Score: Raw -1270222.625693 + Penalty 3098.720013 = -1267123.905681
  nChanged 876
		SP:Iteration 5F (120097.150000 sec): 3 clusters
  Score: Raw -1270924.169788 + Penalty 3098.720013 = -1267825.449776
  nChanged 729
		SP:Iteration 6F (120097.440000 sec): 3 clusters
  Score: Raw -1271407.072733 + Penalty 3098.720013 = -1268308.352720
  nChanged 563
		SP:Iteration 7Q (120097.760000 sec): 3 clusters
  Score: Raw -1271773.574411 + Penalty 3098.720013 = -1268674.854398
  nChanged 501
		SP:Iteration 8Q (120098.000000 sec): 3 clusters
  Score: Raw -1272144.634446 + Penalty 3098.720013 = -1269045.914433
  nChanged 481
		SP:Iteration 9Q (120098.280000 sec): 3 clusters
  Score: Raw -1272512.139631 + Penalty 3098.720013 = -1269413.419619
  nChanged 443
		SP:Iteration 10Q (120098.570000 sec): 3 clusters
  Score: Raw -1272848.019909 + Penalty 3098.720013 = -1269749.299896
  nChanged 394
		SP:Iteration 11Q (120098.850000 sec): 3 clusters
  Score: Raw -1273130.449856 + Penalty 3098.720013 = -1270031.729844
  nChanged 381
		SP:Iteration 12Q (120099.130000 sec): 3 clusters
  Score: Raw -1273382.170253 + Penalty 3098.720013 = -1270283.450240
  nChanged 343
		SP:Iteration 13Q (120099.420000 sec): 3 clusters
  Score: Raw -1273563.794763 + Penalty 3098.720013 = -1270465.074750
  nChanged 287
		SP:Iteration 14Q (120099.710000 sec): 3 clusters
  Score: Raw -1273708.122149 + Penalty 3098.720013 = -1270609.402136
  nChanged 270
		SP:Iteration 15Q (120099.990000 sec): 3 clusters
  Score: Raw -1273824.265710 + Penalty 3098.720013 = -1270725.545698
  nChanged 239
		SP:Iteration 16Q (120100.280000 sec): 3 clusters
  Score: Raw -1273920.052482 + Penalty 3098.720013 = -1270821.332469
  nChanged 202
		SP:Iteration 17Q (120100.560000 sec): 3 clusters
  Score: Raw -1273998.565833 + Penalty 3098.720013 = -1270899.845820
  nChanged 198
		SP:Iteration 18Q (120100.840000 sec): 3 clusters
  Score: Raw -1274084.039241 + Penalty 3098.720013 = -1270985.319229
  nChanged 176
		SP:Iteration 19Q (120101.130000 sec): 3 clusters
  Score: Raw -1274158.256974 + Penalty 3098.720013 = -1271059.536961
  nChanged 148
		SP:Iteration 20F (120101.410000 sec): 3 clusters
  Score: Raw -1274217.127211 + Penalty 3098.720013 = -1271118.407199
  nChanged 137
		SP:Iteration 21Q (120101.700000 sec): 3 clusters
  Score: Raw -1274282.513057 + Penalty 3098.720013 = -1271183.793044
  nChanged 153
		SP:Iteration 22Q (120101.990000 sec): 3 clusters
  Score: Raw -1274350.920100 + Penalty 3098.720013 = -1271252.200087
  nChanged 132
		SP:Iteration 23Q (120102.270000 sec): 3 clusters
  Score: Raw -1274412.264203 + Penalty 3098.720013 = -1271313.544190
  nChanged 145
		SP:Iteration 24Q (120102.560000 sec): 3 clusters
  Score: Raw -1274473.841818 + Penalty 3098.720013 = -1271375.121805
  nChanged 119
		SP:Iteration 25Q (120102.850000 sec): 3 clusters
  Score: Raw -1274525.593464 + Penalty 3098.720013 = -1271426.873452
  nChanged 122
		SP:Iteration 26Q (120103.140000 sec): 3 clusters
  Score: Raw -1274572.131323 + Penalty 3098.720013 = -1271473.411311
  nChanged 95
		SP:Iteration 27Q (120103.420000 sec): 3 clusters
  Score: Raw -1274601.209692 + Penalty 3098.720013 = -1271502.489679
  nChanged 70
		SP:Iteration 28Q (120103.710000 sec): 3 clusters
  Score: Raw -1274619.004299 + Penalty 3098.720013 = -1271520.284287
  nChanged 49
		SP:Iteration 29Q (120103.990000 sec): 3 clusters
  Score: Raw -1274629.104846 + Penalty 3098.720013 = -1271530.384833
  nChanged 38
		SP:Iteration 30Q (120104.270000 sec): 3 clusters
  Score: Raw -1274634.350422 + Penalty 3098.720013 = -1271535.630410
  nChanged 22
		SP:Iteration 31Q (120104.560000 sec): 3 clusters
  Score: Raw -1274637.071996 + Penalty 3098.720013 = -1271538.351983
  nChanged 19
		SP:Iteration 32Q (120104.840000 sec): 3 clusters
  Score: Raw -1274639.128274 + Penalty 3098.720013 = -1271540.408261
  nChanged 21
		SP:Iteration 33Q (120105.130000 sec): 3 clusters
  Score: Raw -1274641.325185 + Penalty 3098.720013 = -1271542.605172
  nChanged 22
		SP:Iteration 34Q (120105.420000 sec): 3 clusters
  Score: Raw -1274643.631468 + Penalty 3098.720013 = -1271544.911456
  nChanged 11
		SP:Iteration 35Q (120105.700000 sec): 3 clusters
  Score: Raw -1274645.161244 + Penalty 3098.720013 = -1271546.441231
  nChanged 13
		SP:Iteration 36Q (120105.990000 sec): 3 clusters
  Score: Raw -1274646.108186 + Penalty 3098.720013 = -1271547.388174
  nChanged 8
		SP:Iteration 37Q (120106.270000 sec): 3 clusters
  Score: Raw -1274646.964510 + Penalty 3098.720013 = -1271548.244498
  nChanged 9
		SP:Iteration 38Q (120106.560000 sec): 3 clusters
  Score: Raw -1274647.846210 + Penalty 3098.720013 = -1271549.126198
  nChanged 7
		SP:Iteration 39Q (120106.850000 sec): 3 clusters
  Score: Raw -1274648.276614 + Penalty 3098.720013 = -1271549.556602
  nChanged 2
		SP:Iteration 40F (120107.130000 sec): 3 clusters
  Score: Raw -1274648.404376 + Penalty 3098.720013 = -1271549.684363
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 110.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (7211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120107.260000 sec): 2 clusters
  Score: Raw -628585.264524 + Penalty 1443.546474 = -627141.718050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120107.460000 sec): 3 clusters
  Score: Raw -624667.034422 + Penalty 2887.092948 = -621779.941474
  nChanged 3010
		SP:Iteration 1F (120107.660000 sec): 3 clusters
  Score: Raw -626432.915177 + Penalty 2887.092948 = -623545.822229
  nChanged 527
		SP:Iteration 2F (120107.870000 sec): 3 clusters
  Score: Raw -626757.195863 + Penalty 2887.092948 = -623870.102915
  nChanged 483
		SP:Iteration 3F (120108.080000 sec): 3 clusters
  Score: Raw -627042.004799 + Penalty 2887.092948 = -624154.911851
  nChanged 399
		SP:Iteration 4F (120108.280000 sec): 3 clusters
  Score: Raw -627298.936469 + Penalty 2887.092948 = -624411.843521
  nChanged 373
		SP:Iteration 5F (120108.480000 sec): 3 clusters
  Score: Raw -627554.836881 + Penalty 2887.092948 = -624667.743933
  nChanged 359
		SP:Iteration 6Q (120108.680000 sec): 3 clusters
  Score: Raw -627776.760568 + Penalty 2887.092948 = -624889.667620
  nChanged 311
		SP:Iteration 7Q (120108.880000 sec): 3 clusters
  Score: Raw -627934.094123 + Penalty 2887.092948 = -625047.001175
  nChanged 227
		SP:Iteration 8Q (120109.080000 sec): 3 clusters
  Score: Raw -628049.188088 + Penalty 2887.092948 = -625162.095140
  nChanged 204
		SP:Iteration 9Q (120109.280000 sec): 3 clusters
  Score: Raw -628154.259282 + Penalty 2887.092948 = -625267.166334
  nChanged 192
		SP:Iteration 10Q (120109.490000 sec): 3 clusters
  Score: Raw -628245.960798 + Penalty 2887.092948 = -625358.867850
  nChanged 183
		SP:Iteration 11Q (120109.690000 sec): 3 clusters
  Score: Raw -628328.067684 + Penalty 2887.092948 = -625440.974736
  nChanged 147
		SP:Iteration 12Q (120109.890000 sec): 3 clusters
  Score: Raw -628397.365217 + Penalty 2887.092948 = -625510.272269
  nChanged 139
		SP:Iteration 13Q (120110.100000 sec): 3 clusters
  Score: Raw -628464.008968 + Penalty 2887.092948 = -625576.916020
  nChanged 125
		SP:Iteration 14Q (120110.300000 sec): 3 clusters
  Score: Raw -628531.347722 + Penalty 2887.092948 = -625644.254774
  nChanged 146
		SP:Iteration 15Q (120110.500000 sec): 3 clusters
  Score: Raw -628596.852415 + Penalty 2887.092948 = -625709.759467
  nChanged 123
		SP:Iteration 16Q (120110.700000 sec): 3 clusters
  Score: Raw -628642.534917 + Penalty 2887.092948 = -625755.441969
  nChanged 104
		SP:Iteration 17Q (120110.900000 sec): 3 clusters
  Score: Raw -628681.305279 + Penalty 2887.092948 = -625794.212331
  nChanged 105
		SP:Iteration 18Q (120111.110000 sec): 3 clusters
  Score: Raw -628716.340441 + Penalty 2887.092948 = -625829.247493
  nChanged 97
		SP:Iteration 19Q (120111.310000 sec): 3 clusters
  Score: Raw -628749.177256 + Penalty 2887.092948 = -625862.084308
  nChanged 91
		SP:Iteration 20F (120111.510000 sec): 3 clusters
  Score: Raw -628777.099072 + Penalty 2887.092948 = -625890.006124
  nChanged 82
		SP:Iteration 21Q (120111.720000 sec): 3 clusters
  Score: Raw -628801.191966 + Penalty 2887.092948 = -625914.099018
  nChanged 60
		SP:Iteration 22Q (120111.920000 sec): 3 clusters
  Score: Raw -628818.011933 + Penalty 2887.092948 = -625930.918985
  nChanged 54
		SP:Iteration 23Q (120112.120000 sec): 3 clusters
  Score: Raw -628833.690204 + Penalty 2887.092948 = -625946.597256
  nChanged 63
		SP:Iteration 24Q (120112.320000 sec): 3 clusters
  Score: Raw -628851.451805 + Penalty 2887.092948 = -625964.358857
  nChanged 52
		SP:Iteration 25Q (120112.520000 sec): 3 clusters
  Score: Raw -628865.421287 + Penalty 2887.092948 = -625978.328339
  nChanged 50
		SP:Iteration 26Q (120112.730000 sec): 3 clusters
  Score: Raw -628876.911158 + Penalty 2887.092948 = -625989.818210
  nChanged 37
		SP:Iteration 27Q (120112.930000 sec): 3 clusters
  Score: Raw -628884.409503 + Penalty 2887.092948 = -625997.316555
  nChanged 25
		SP:Iteration 28Q (120113.130000 sec): 3 clusters
  Score: Raw -628890.504432 + Penalty 2887.092948 = -626003.411484
  nChanged 25
		SP:Iteration 29Q (120113.360000 sec): 3 clusters
  Score: Raw -628896.331319 + Penalty 2887.092948 = -626009.238371
  nChanged 20
		SP:Iteration 30Q (120113.580000 sec): 3 clusters
  Score: Raw -628900.228575 + Penalty 2887.092948 = -626013.135627
  nChanged 20
		SP:Iteration 31Q (120113.780000 sec): 3 clusters
  Score: Raw -628903.859673 + Penalty 2887.092948 = -626016.766725
  nChanged 18
		SP:Iteration 32Q (120113.990000 sec): 3 clusters
  Score: Raw -628907.382812 + Penalty 2887.092948 = -626020.289864
  nChanged 21
		SP:Iteration 33Q (120114.190000 sec): 3 clusters
  Score: Raw -628912.011995 + Penalty 2887.092948 = -626024.919047
  nChanged 18
		SP:Iteration 34Q (120114.400000 sec): 3 clusters
  Score: Raw -628915.726972 + Penalty 2887.092948 = -626028.634024
  nChanged 29
		SP:Iteration 35Q (120114.580000 sec): 3 clusters
  Score: Raw -628922.102667 + Penalty 2887.092948 = -626035.009719
  nChanged 22
		SP:Iteration 36Q (120114.690000 sec): 3 clusters
  Score: Raw -628925.831348 + Penalty 2887.092948 = -626038.738400
  nChanged 14
		SP:Iteration 37Q (120114.880000 sec): 3 clusters
  Score: Raw -628929.051256 + Penalty 2887.092948 = -626041.958308
  nChanged 15
		SP:Iteration 38Q (120115.040000 sec): 3 clusters
  Score: Raw -628932.036620 + Penalty 2887.092948 = -626044.943672
  nChanged 17
		SP:Iteration 39Q (120115.240000 sec): 3 clusters
  Score: Raw -628934.637352 + Penalty 2887.092948 = -626047.544404
  nChanged 16
		SP:Iteration 40F (120115.430000 sec): 3 clusters
  Score: Raw -628937.739483 + Penalty 2887.092948 = -626050.646535
  nChanged 9
		SP:Iteration 41Q (120115.640000 sec): 3 clusters
  Score: Raw -628940.958135 + Penalty 2887.092948 = -626053.865187
  nChanged 14
		SP:Iteration 42Q (120115.850000 sec): 3 clusters
  Score: Raw -628943.485946 + Penalty 2887.092948 = -626056.392998
  nChanged 20
		SP:Iteration 43Q (120116.040000 sec): 3 clusters
  Score: Raw -628948.836146 + Penalty 2887.092948 = -626061.743198
  nChanged 32
		SP:Iteration 44Q (120116.150000 sec): 3 clusters
  Score: Raw -628956.648372 + Penalty 2887.092948 = -626069.555424
  nChanged 39
		SP:Iteration 45Q (120116.330000 sec): 3 clusters
  Score: Raw -628969.667190 + Penalty 2887.092948 = -626082.574242
  nChanged 38
		SP:Iteration 46Q (120116.530000 sec): 3 clusters
  Score: Raw -628982.122237 + Penalty 2887.092948 = -626095.029289
  nChanged 49
		SP:Iteration 47Q (120116.740000 sec): 3 clusters
  Score: Raw -628995.975333 + Penalty 2887.092948 = -626108.882385
  nChanged 37
		SP:Iteration 48Q (120116.940000 sec): 3 clusters
  Score: Raw -629006.838434 + Penalty 2887.092948 = -626119.745486
  nChanged 33
		SP:Iteration 49Q (120117.130000 sec): 3 clusters
  Score: Raw -629016.692812 + Penalty 2887.092948 = -626129.599864
  nChanged 36
		SP:Iteration 50Q (120117.240000 sec): 3 clusters
  Score: Raw -629027.375754 + Penalty 2887.092948 = -626140.282806
  nChanged 37
		SP:Iteration 51Q (120117.420000 sec): 3 clusters
  Score: Raw -629036.974654 + Penalty 2887.092948 = -626149.881706
  nChanged 38
		SP:Iteration 52Q (120117.620000 sec): 3 clusters
  Score: Raw -629046.468753 + Penalty 2887.092948 = -626159.375805
  nChanged 32
		SP:Iteration 53Q (120117.830000 sec): 3 clusters
  Score: Raw -629055.642372 + Penalty 2887.092948 = -626168.549424
  nChanged 33
		SP:Iteration 54Q (120118.030000 sec): 3 clusters
  Score: Raw -629063.327937 + Penalty 2887.092948 = -626176.234989
  nChanged 28
		SP:Iteration 55Q (120118.140000 sec): 3 clusters
  Score: Raw -629068.720420 + Penalty 2887.092948 = -626181.627472
  nChanged 22
		SP:Iteration 56Q (120118.360000 sec): 3 clusters
  Score: Raw -629074.686072 + Penalty 2887.092948 = -626187.593124
  nChanged 31
		SP:Iteration 57Q (120118.560000 sec): 3 clusters
  Score: Raw -629084.869507 + Penalty 2887.092948 = -626197.776559
  nChanged 39
		SP:Iteration 58Q (120118.780000 sec): 3 clusters
  Score: Raw -629098.502695 + Penalty 2887.092948 = -626211.409747
  nChanged 36
		SP:Iteration 59Q (120118.990000 sec): 3 clusters
  Score: Raw -629108.104968 + Penalty 2887.092948 = -626221.012020
  nChanged 31
		SP:Iteration 60F (120119.200000 sec): 3 clusters
  Score: Raw -629114.432463 + Penalty 2887.092948 = -626227.339515
  nChanged 22
		SP:Iteration 61Q (120119.420000 sec): 3 clusters
  Score: Raw -629118.832379 + Penalty 2887.092948 = -626231.739431
  nChanged 13
		SP:Iteration 62Q (120119.590000 sec): 3 clusters
  Score: Raw -629121.779467 + Penalty 2887.092948 = -626234.686519
  nChanged 15
		SP:Iteration 63Q (120119.700000 sec): 3 clusters
  Score: Raw -629126.671441 + Penalty 2887.092948 = -626239.578493
  nChanged 17
		SP:Iteration 64Q (120119.810000 sec): 3 clusters
  Score: Raw -629130.692703 + Penalty 2887.092948 = -626243.599756
  nChanged 16
		SP:Iteration 65Q (120119.920000 sec): 3 clusters
  Score: Raw -629135.403740 + Penalty 2887.092948 = -626248.310792
  nChanged 13
		SP:Iteration 66Q (120120.040000 sec): 3 clusters
  Score: Raw -629138.300803 + Penalty 2887.092948 = -626251.207855
  nChanged 13
		SP:Iteration 67Q (120120.230000 sec): 3 clusters
  Score: Raw -629141.344906 + Penalty 2887.092948 = -626254.251958
  nChanged 13
		SP:Iteration 68Q (120120.430000 sec): 3 clusters
  Score: Raw -629144.478443 + Penalty 2887.092948 = -626257.385495
  nChanged 15
		SP:Iteration 69Q (120120.640000 sec): 3 clusters
  Score: Raw -629147.906994 + Penalty 2887.092948 = -626260.814046
  nChanged 7
		SP:Iteration 70Q (120120.840000 sec): 3 clusters
  Score: Raw -629149.241381 + Penalty 2887.092948 = -626262.148433
  nChanged 4
		SP:Iteration 71Q (120121.040000 sec): 3 clusters
  Score: Raw -629150.057426 + Penalty 2887.092948 = -626262.964478
  nChanged 7
		SP:Iteration 72Q (120121.240000 sec): 3 clusters
  Score: Raw -629151.489068 + Penalty 2887.092948 = -626264.396120
  nChanged 8
		SP:Iteration 73Q (120121.440000 sec): 3 clusters
  Score: Raw -629153.949872 + Penalty 2887.092948 = -626266.856924
  nChanged 9
		SP:Iteration 74Q (120121.650000 sec): 3 clusters
  Score: Raw -629156.015364 + Penalty 2887.092948 = -626268.922416
  nChanged 5
		SP:Iteration 75Q (120121.840000 sec): 3 clusters
  Score: Raw -629157.604931 + Penalty 2887.092948 = -626270.511983
  nChanged 5
		SP:Iteration 76Q (120121.950000 sec): 3 clusters
  Score: Raw -629159.460765 + Penalty 2887.092948 = -626272.367817
  nChanged 7
		SP:Iteration 77Q (120122.130000 sec): 3 clusters
  Score: Raw -629160.905456 + Penalty 2887.092948 = -626273.812508
  nChanged 3
		SP:Iteration 78Q (120122.290000 sec): 3 clusters
  Score: Raw -629161.441536 + Penalty 2887.092948 = -626274.348588
  nChanged 1
		SP:Iteration 79Q (120122.400000 sec): 3 clusters
  Score: Raw -629161.513623 + Penalty 2887.092948 = -626274.420675
  nChanged 1
		SP:Iteration 80F (120122.510000 sec): 3 clusters
  Score: Raw -629161.644607 + Penalty 2887.092948 = -626274.551659
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (3409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120122.620000 sec): 2 clusters
  Score: Raw -295269.894298 + Penalty 1321.803319 = -293948.090979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120122.800000 sec): 3 clusters
  Score: Raw -293683.435843 + Penalty 2643.606638 = -291039.829204
  nChanged 1282
		SP:Iteration 1F (120122.980000 sec): 3 clusters
  Score: Raw -294547.410840 + Penalty 2643.606638 = -291903.804201
  nChanged 291
		SP:Iteration 2F (120123.150000 sec): 3 clusters
  Score: Raw -294782.650791 + Penalty 2643.606638 = -292139.044152
  nChanged 216
		SP:Iteration 3F (120123.330000 sec): 3 clusters
  Score: Raw -294978.211146 + Penalty 2643.606638 = -292334.604508
  nChanged 193
		SP:Iteration 4F (120123.500000 sec): 3 clusters
  Score: Raw -295152.334994 + Penalty 2643.606638 = -292508.728355
  nChanged 173
		SP:Iteration 5F (120123.640000 sec): 3 clusters
  Score: Raw -295310.859030 + Penalty 2643.606638 = -292667.252391
  nChanged 163
		SP:Iteration 6Q (120123.710000 sec): 3 clusters
  Score: Raw -295471.391785 + Penalty 2643.606638 = -292827.785147
  nChanged 144
		SP:Iteration 7Q (120123.770000 sec): 3 clusters
  Score: Raw -295609.490030 + Penalty 2643.606638 = -292965.883391
  nChanged 130
		SP:Iteration 8Q (120123.830000 sec): 3 clusters
  Score: Raw -295726.159760 + Penalty 2643.606638 = -293082.553121
  nChanged 110
		SP:Iteration 9Q (120123.900000 sec): 3 clusters
  Score: Raw -295813.166336 + Penalty 2643.606638 = -293169.559698
  nChanged 80
		SP:Iteration 10Q (120124.000000 sec): 3 clusters
  Score: Raw -295876.776909 + Penalty 2643.606638 = -293233.170271
  nChanged 53
		SP:Iteration 11Q (120124.170000 sec): 3 clusters
  Score: Raw -295911.423722 + Penalty 2643.606638 = -293267.817083
  nChanged 40
		SP:Iteration 12Q (120124.350000 sec): 3 clusters
  Score: Raw -295938.133377 + Penalty 2643.606638 = -293294.526738
  nChanged 35
		SP:Iteration 13Q (120124.520000 sec): 3 clusters
  Score: Raw -295962.201649 + Penalty 2643.606638 = -293318.595010
  nChanged 32
		SP:Iteration 14Q (120124.700000 sec): 3 clusters
  Score: Raw -295978.165474 + Penalty 2643.606638 = -293334.558835
  nChanged 21
		SP:Iteration 15Q (120124.870000 sec): 3 clusters
  Score: Raw -295989.750310 + Penalty 2643.606638 = -293346.143672
  nChanged 24
		SP:Iteration 16Q (120125.050000 sec): 3 clusters
  Score: Raw -295997.907417 + Penalty 2643.606638 = -293354.300779
  nChanged 10
		SP:Iteration 17Q (120125.150000 sec): 3 clusters
  Score: Raw -296001.759150 + Penalty 2643.606638 = -293358.152512
  nChanged 12
		SP:Iteration 18Q (120125.220000 sec): 3 clusters
  Score: Raw -296005.156975 + Penalty 2643.606638 = -293361.550336
  nChanged 12
		SP:Iteration 19Q (120125.280000 sec): 3 clusters
  Score: Raw -296009.816451 + Penalty 2643.606638 = -293366.209813
  nChanged 11
		SP:Iteration 20F (120125.340000 sec): 3 clusters
  Score: Raw -296015.663126 + Penalty 2643.606638 = -293372.056488
  nChanged 11
		SP:Iteration 21Q (120125.400000 sec): 3 clusters
  Score: Raw -296019.906703 + Penalty 2643.606638 = -293376.300064
  nChanged 14
		SP:Iteration 22Q (120125.460000 sec): 3 clusters
  Score: Raw -296026.671092 + Penalty 2643.606638 = -293383.064454
  nChanged 13
		SP:Iteration 23Q (120125.550000 sec): 3 clusters
  Score: Raw -296032.528631 + Penalty 2643.606638 = -293388.921993
  nChanged 16
		SP:Iteration 24Q (120125.610000 sec): 3 clusters
  Score: Raw -296038.523805 + Penalty 2643.606638 = -293394.917167
  nChanged 7
		SP:Iteration 25Q (120125.680000 sec): 3 clusters
  Score: Raw -296040.325926 + Penalty 2643.606638 = -293396.719288
  nChanged 4
		SP:Iteration 26Q (120125.740000 sec): 3 clusters
  Score: Raw -296041.164196 + Penalty 2643.606638 = -293397.557558
  nChanged 1
		SP:Iteration 27Q (120125.800000 sec): 3 clusters
  Score: Raw -296041.516095 + Penalty 2643.606638 = -293397.909456
  nChanged 0
		SP:Iteration 28F (120125.860000 sec): 3 clusters
  Score: Raw -296041.516095 + Penalty 2643.606638 = -293397.909456
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (2867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120125.960000 sec): 2 clusters
  Score: Raw -209543.704217 + Penalty 1293.665988 = -208250.038229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120126.140000 sec): 3 clusters
  Score: Raw -208214.599771 + Penalty 2587.331976 = -205627.267795
  nChanged 1107
		SP:Iteration 1F (120126.320000 sec): 3 clusters
  Score: Raw -209042.735071 + Penalty 2587.331976 = -206455.403094
  nChanged 296
		SP:Iteration 2F (120126.490000 sec): 3 clusters
  Score: Raw -209328.948362 + Penalty 2587.331976 = -206741.616386
  nChanged 210
		SP:Iteration 3F (120126.670000 sec): 3 clusters
  Score: Raw -209530.683264 + Penalty 2587.331976 = -206943.351287
  nChanged 164
		SP:Iteration 4F (120126.840000 sec): 3 clusters
  Score: Raw -209668.359418 + Penalty 2587.331976 = -207081.027442
  nChanged 129
		SP:Iteration 5Q (120127.020000 sec): 3 clusters
  Score: Raw -209781.394310 + Penalty 2587.331976 = -207194.062334
  nChanged 110
		SP:Iteration 6Q (120127.200000 sec): 3 clusters
  Score: Raw -209864.015137 + Penalty 2587.331976 = -207276.683160
  nChanged 78
		SP:Iteration 7Q (120127.370000 sec): 3 clusters
  Score: Raw -209928.991388 + Penalty 2587.331976 = -207341.659412
  nChanged 69
		SP:Iteration 8Q (120127.550000 sec): 3 clusters
  Score: Raw -209989.779249 + Penalty 2587.331976 = -207402.447272
  nChanged 70
		SP:Iteration 9Q (120127.720000 sec): 3 clusters
  Score: Raw -210041.125078 + Penalty 2587.331976 = -207453.793102
  nChanged 53
		SP:Iteration 10Q (120127.900000 sec): 3 clusters
  Score: Raw -210078.815668 + Penalty 2587.331976 = -207491.483692
  nChanged 45
		SP:Iteration 11Q (120128.080000 sec): 3 clusters
  Score: Raw -210105.307768 + Penalty 2587.331976 = -207517.975791
  nChanged 27
		SP:Iteration 12Q (120128.250000 sec): 3 clusters
  Score: Raw -210117.799931 + Penalty 2587.331976 = -207530.467954
  nChanged 15
		SP:Iteration 13Q (120128.430000 sec): 3 clusters
  Score: Raw -210129.656614 + Penalty 2587.331976 = -207542.324638
  nChanged 23
		SP:Iteration 14Q (120128.600000 sec): 3 clusters
  Score: Raw -210144.468448 + Penalty 2587.331976 = -207557.136472
  nChanged 29
		SP:Iteration 15Q (120128.780000 sec): 3 clusters
  Score: Raw -210158.360039 + Penalty 2587.331976 = -207571.028063
  nChanged 23
		SP:Iteration 16Q (120128.960000 sec): 3 clusters
  Score: Raw -210170.760083 + Penalty 2587.331976 = -207583.428106
  nChanged 18
		SP:Iteration 17Q (120129.130000 sec): 3 clusters
  Score: Raw -210183.880634 + Penalty 2587.331976 = -207596.548658
  nChanged 21
		SP:Iteration 18Q (120129.310000 sec): 3 clusters
  Score: Raw -210195.598220 + Penalty 2587.331976 = -207608.266244
  nChanged 19
		SP:Iteration 19Q (120129.480000 sec): 3 clusters
  Score: Raw -210205.019912 + Penalty 2587.331976 = -207617.687936
  nChanged 17
		SP:Iteration 20F (120129.660000 sec): 3 clusters
  Score: Raw -210211.919097 + Penalty 2587.331976 = -207624.587121
  nChanged 12
		SP:Iteration 21Q (120129.840000 sec): 3 clusters
  Score: Raw -210216.662385 + Penalty 2587.331976 = -207629.330409
  nChanged 10
		SP:Iteration 22Q (120130.010000 sec): 3 clusters
  Score: Raw -210221.331305 + Penalty 2587.331976 = -207633.999329
  nChanged 13
		SP:Iteration 23Q (120130.190000 sec): 3 clusters
  Score: Raw -210225.559110 + Penalty 2587.331976 = -207638.227134
  nChanged 9
		SP:Iteration 24Q (120130.360000 sec): 3 clusters
  Score: Raw -210229.673196 + Penalty 2587.331976 = -207642.341220
  nChanged 9
		SP:Iteration 25Q (120130.540000 sec): 3 clusters
  Score: Raw -210234.587210 + Penalty 2587.331976 = -207647.255233
  nChanged 15
		SP:Iteration 26Q (120130.720000 sec): 3 clusters
  Score: Raw -210241.361745 + Penalty 2587.331976 = -207654.029768
  nChanged 12
		SP:Iteration 27Q (120130.890000 sec): 3 clusters
  Score: Raw -210248.777425 + Penalty 2587.331976 = -207661.445449
  nChanged 13
		SP:Iteration 28Q (120131.070000 sec): 3 clusters
  Score: Raw -210257.614964 + Penalty 2587.331976 = -207670.282987
  nChanged 15
		SP:Iteration 29Q (120131.240000 sec): 3 clusters
  Score: Raw -210265.234339 + Penalty 2587.331976 = -207677.902362
  nChanged 14
		SP:Iteration 30Q (120131.420000 sec): 3 clusters
  Score: Raw -210270.588127 + Penalty 2587.331976 = -207683.256150
  nChanged 6
		SP:Iteration 31Q (120131.600000 sec): 3 clusters
  Score: Raw -210272.609970 + Penalty 2587.331976 = -207685.277993
  nChanged 5
		SP:Iteration 32Q (120131.770000 sec): 3 clusters
  Score: Raw -210274.333359 + Penalty 2587.331976 = -207687.001383
  nChanged 6
		SP:Iteration 33Q (120131.940000 sec): 3 clusters
  Score: Raw -210276.132514 + Penalty 2587.331976 = -207688.800537
  nChanged 2
		SP:Iteration 34Q (120132.120000 sec): 3 clusters
  Score: Raw -210276.518965 + Penalty 2587.331976 = -207689.186989
  nChanged 3
		SP:Iteration 35Q (120132.300000 sec): 3 clusters
  Score: Raw -210277.179698 + Penalty 2587.331976 = -207689.847722
  nChanged 3
		SP:Iteration 36Q (120132.520000 sec): 3 clusters
  Score: Raw -210279.201871 + Penalty 2587.331976 = -207691.869895
  nChanged 2
		SP:Iteration 37Q (120132.680000 sec): 3 clusters
  Score: Raw -210279.534069 + Penalty 2587.331976 = -207692.202093
  nChanged 0
		SP:Iteration 38F (120132.850000 sec): 3 clusters
  Score: Raw -210279.534069 + Penalty 2587.331976 = -207692.202093
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (5049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120132.970000 sec): 2 clusters
  Score: Raw -346374.057910 + Penalty 1385.628641 = -344988.429269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120133.140000 sec): 3 clusters
  Score: Raw -343776.885139 + Penalty 2771.257282 = -341005.627857
  nChanged 2013
		SP:Iteration 1F (120133.320000 sec): 3 clusters
  Score: Raw -345094.279303 + Penalty 2771.257282 = -342323.022021
  nChanged 459
		SP:Iteration 2F (120133.500000 sec): 3 clusters
  Score: Raw -345475.766388 + Penalty 2771.257282 = -342704.509106
  nChanged 373
		SP:Iteration 3F (120133.670000 sec): 3 clusters
  Score: Raw -345807.158526 + Penalty 2771.257282 = -343035.901244
  nChanged 291
		SP:Iteration 4F (120133.850000 sec): 3 clusters
  Score: Raw -346082.774754 + Penalty 2771.257282 = -343311.517472
  nChanged 275
		SP:Iteration 5F (120134.020000 sec): 3 clusters
  Score: Raw -346324.024928 + Penalty 2771.257282 = -343552.767646
  nChanged 241
		SP:Iteration 6Q (120134.200000 sec): 3 clusters
  Score: Raw -346512.144169 + Penalty 2771.257282 = -343740.886887
  nChanged 195
		SP:Iteration 7Q (120134.380000 sec): 3 clusters
  Score: Raw -346651.424732 + Penalty 2771.257282 = -343880.167450
  nChanged 161
		SP:Iteration 8Q (120134.550000 sec): 3 clusters
  Score: Raw -346772.686312 + Penalty 2771.257282 = -344001.429030
  nChanged 126
		SP:Iteration 9Q (120134.720000 sec): 3 clusters
  Score: Raw -346870.583005 + Penalty 2771.257282 = -344099.325723
  nChanged 101
		SP:Iteration 10Q (120134.900000 sec): 3 clusters
  Score: Raw -346928.917083 + Penalty 2771.257282 = -344157.659801
  nChanged 88
		SP:Iteration 11Q (120135.080000 sec): 3 clusters
  Score: Raw -346972.613260 + Penalty 2771.257282 = -344201.355978
  nChanged 64
		SP:Iteration 12Q (120135.250000 sec): 3 clusters
  Score: Raw -347001.083445 + Penalty 2771.257282 = -344229.826163
  nChanged 50
		SP:Iteration 13Q (120135.430000 sec): 3 clusters
  Score: Raw -347019.483882 + Penalty 2771.257282 = -344248.226600
  nChanged 32
		SP:Iteration 14Q (120135.600000 sec): 3 clusters
  Score: Raw -347032.728738 + Penalty 2771.257282 = -344261.471456
  nChanged 28
		SP:Iteration 15Q (120135.780000 sec): 3 clusters
  Score: Raw -347042.502934 + Penalty 2771.257282 = -344271.245652
  nChanged 22
		SP:Iteration 16Q (120135.960000 sec): 3 clusters
  Score: Raw -347048.801175 + Penalty 2771.257282 = -344277.543893
  nChanged 14
		SP:Iteration 17Q (120136.130000 sec): 3 clusters
  Score: Raw -347053.588171 + Penalty 2771.257282 = -344282.330889
  nChanged 19
		SP:Iteration 18Q (120136.310000 sec): 3 clusters
  Score: Raw -347059.425519 + Penalty 2771.257282 = -344288.168237
  nChanged 13
		SP:Iteration 19Q (120136.480000 sec): 3 clusters
  Score: Raw -347064.491142 + Penalty 2771.257282 = -344293.233860
  nChanged 13
		SP:Iteration 20F (120136.660000 sec): 3 clusters
  Score: Raw -347068.475240 + Penalty 2771.257282 = -344297.217958
  nChanged 10
		SP:Iteration 21Q (120136.790000 sec): 3 clusters
  Score: Raw -347070.498129 + Penalty 2771.257282 = -344299.240847
  nChanged 2
		SP:Iteration 22Q (120136.890000 sec): 3 clusters
  Score: Raw -347071.322793 + Penalty 2771.257282 = -344300.065511
  nChanged 7
		SP:Iteration 23Q (120136.980000 sec): 3 clusters
  Score: Raw -347074.953053 + Penalty 2771.257282 = -344303.695771
  nChanged 8
		SP:Iteration 24Q (120137.140000 sec): 3 clusters
  Score: Raw -347078.246344 + Penalty 2771.257282 = -344306.989062
  nChanged 12
		SP:Iteration 25Q (120137.310000 sec): 3 clusters
  Score: Raw -347083.202594 + Penalty 2771.257282 = -344311.945312
  nChanged 10
		SP:Iteration 26Q (120137.490000 sec): 3 clusters
  Score: Raw -347088.031385 + Penalty 2771.257282 = -344316.774103
  nChanged 13
		SP:Iteration 27Q (120137.670000 sec): 3 clusters
  Score: Raw -347092.778131 + Penalty 2771.257282 = -344321.520849
  nChanged 9
		SP:Iteration 28Q (120137.820000 sec): 3 clusters
  Score: Raw -347095.788149 + Penalty 2771.257282 = -344324.530867
  nChanged 11
		SP:Iteration 29Q (120138.020000 sec): 3 clusters
  Score: Raw -347098.683779 + Penalty 2771.257282 = -344327.426497
  nChanged 10
		SP:Iteration 30Q (120138.190000 sec): 3 clusters
  Score: Raw -347100.943062 + Penalty 2771.257282 = -344329.685780
  nChanged 9
		SP:Iteration 31Q (120138.370000 sec): 3 clusters
  Score: Raw -347104.199250 + Penalty 2771.257282 = -344332.941968
  nChanged 8
		SP:Iteration 32Q (120138.540000 sec): 3 clusters
  Score: Raw -347106.540772 + Penalty 2771.257282 = -344335.283490
  nChanged 9
		SP:Iteration 33Q (120138.720000 sec): 3 clusters
  Score: Raw -347109.775813 + Penalty 2771.257282 = -344338.518531
  nChanged 7
		SP:Iteration 34Q (120138.890000 sec): 3 clusters
  Score: Raw -347112.709950 + Penalty 2771.257282 = -344341.452668
  nChanged 9
		SP:Iteration 35Q (120139.070000 sec): 3 clusters
  Score: Raw -347116.160885 + Penalty 2771.257282 = -344344.903603
  nChanged 12
		SP:Iteration 36Q (120139.200000 sec): 3 clusters
  Score: Raw -347120.084255 + Penalty 2771.257282 = -344348.826973
  nChanged 10
		SP:Iteration 37Q (120139.370000 sec): 3 clusters
  Score: Raw -347123.014954 + Penalty 2771.257282 = -344351.757672
  nChanged 5
		SP:Iteration 38Q (120139.550000 sec): 3 clusters
  Score: Raw -347124.758947 + Penalty 2771.257282 = -344353.501665
  nChanged 4
		SP:Iteration 39Q (120139.730000 sec): 3 clusters
  Score: Raw -347125.948559 + Penalty 2771.257282 = -344354.691277
  nChanged 2
		SP:Iteration 40F (120139.900000 sec): 3 clusters
  Score: Raw -347126.590518 + Penalty 2771.257282 = -344355.333236
  nChanged 1
		SP:Iteration 41Q (120140.070000 sec): 3 clusters
  Score: Raw -347126.839179 + Penalty 2771.257282 = -344355.581897
  nChanged 2
		SP:Iteration 42Q (120140.240000 sec): 3 clusters
  Score: Raw -347127.134448 + Penalty 2771.257282 = -344355.877166
  nChanged 1
		SP:Iteration 43Q (120140.430000 sec): 3 clusters
  Score: Raw -347127.324529 + Penalty 2771.257282 = -344356.067247
  nChanged 2
		SP:Iteration 44Q (120140.600000 sec): 3 clusters
  Score: Raw -347127.607065 + Penalty 2771.257282 = -344356.349783
  nChanged 0
		SP:Iteration 45F (120140.780000 sec): 3 clusters
  Score: Raw -347127.607065 + Penalty 2771.257282 = -344356.349783
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (1950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120140.840000 sec): 2 clusters
  Score: Raw -181819.691156 + Penalty 1231.032506 = -180588.658650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120141.020000 sec): 3 clusters
  Score: Raw -181037.839476 + Penalty 2462.065012 = -178575.774464
  nChanged 642
		SP:Iteration 1F (120141.190000 sec): 3 clusters
  Score: Raw -181484.837666 + Penalty 2462.065012 = -179022.772654
  nChanged 170
		SP:Iteration 2F (120141.370000 sec): 3 clusters
  Score: Raw -181631.428894 + Penalty 2462.065012 = -179169.363882
  nChanged 120
		SP:Iteration 3F (120141.550000 sec): 3 clusters
  Score: Raw -181733.384085 + Penalty 2462.065012 = -179271.319073
  nChanged 92
		SP:Iteration 4Q (120141.720000 sec): 3 clusters
  Score: Raw -181831.231765 + Penalty 2462.065012 = -179369.166753
  nChanged 103
		SP:Iteration 5F (120141.900000 sec): 3 clusters
  Score: Raw -181980.320889 + Penalty 2462.065012 = -179518.255877
  nChanged 90
		SP:Iteration 6Q (120142.070000 sec): 3 clusters
  Score: Raw -182135.846518 + Penalty 2462.065012 = -179673.781506
  nChanged 98
		SP:Iteration 7F (120142.250000 sec): 3 clusters
  Score: Raw -182312.863513 + Penalty 2462.065012 = -179850.798501
  nChanged 89
		SP:Iteration 8Q (120142.430000 sec): 3 clusters
  Score: Raw -182462.754288 + Penalty 2462.065012 = -180000.689277
  nChanged 86
		SP:Iteration 9Q (120142.600000 sec): 3 clusters
  Score: Raw -182628.084565 + Penalty 2462.065012 = -180166.019554
  nChanged 65
		SP:Iteration 10Q (120142.780000 sec): 3 clusters
  Score: Raw -182753.775929 + Penalty 2462.065012 = -180291.710917
  nChanged 51
		SP:Iteration 11Q (120142.950000 sec): 3 clusters
  Score: Raw -182814.273831 + Penalty 2462.065012 = -180352.208819
  nChanged 21
		SP:Iteration 12Q (120143.130000 sec): 3 clusters
  Score: Raw -182832.297910 + Penalty 2462.065012 = -180370.232898
  nChanged 16
		SP:Iteration 13Q (120143.310000 sec): 3 clusters
  Score: Raw -182848.355583 + Penalty 2462.065012 = -180386.290572
  nChanged 12
		SP:Iteration 14Q (120143.480000 sec): 3 clusters
  Score: Raw -182861.108335 + Penalty 2462.065012 = -180399.043323
  nChanged 14
		SP:Iteration 15Q (120143.650000 sec): 3 clusters
  Score: Raw -182871.469035 + Penalty 2462.065012 = -180409.404023
  nChanged 11
		SP:Iteration 16Q (120143.830000 sec): 3 clusters
  Score: Raw -182881.812897 + Penalty 2462.065012 = -180419.747885
  nChanged 13
		SP:Iteration 17Q (120144.010000 sec): 3 clusters
  Score: Raw -182896.267192 + Penalty 2462.065012 = -180434.202180
  nChanged 14
		SP:Iteration 18Q (120144.180000 sec): 3 clusters
  Score: Raw -182916.133901 + Penalty 2462.065012 = -180454.068889
  nChanged 22
		SP:Iteration 19Q (120144.360000 sec): 3 clusters
  Score: Raw -182948.328166 + Penalty 2462.065012 = -180486.263154
  nChanged 22
		SP:Iteration 20F (120144.530000 sec): 3 clusters
  Score: Raw -182977.417722 + Penalty 2462.065012 = -180515.352710
  nChanged 16
		SP:Iteration 21Q (120144.710000 sec): 3 clusters
  Score: Raw -182995.095849 + Penalty 2462.065012 = -180533.030837
  nChanged 12
		SP:Iteration 22Q (120144.890000 sec): 3 clusters
  Score: Raw -183008.345501 + Penalty 2462.065012 = -180546.280489
  nChanged 12
		SP:Iteration 23Q (120144.920000 sec): 3 clusters
  Score: Raw -183018.383856 + Penalty 2462.065012 = -180556.318844
  nChanged 5
		SP:Iteration 24Q (120144.950000 sec): 3 clusters
  Score: Raw -183021.382000 + Penalty 2462.065012 = -180559.316988
  nChanged 2
		SP:Iteration 25Q (120144.990000 sec): 3 clusters
  Score: Raw -183022.938693 + Penalty 2462.065012 = -180560.873681
  nChanged 2
		SP:Iteration 26Q (120145.030000 sec): 3 clusters
  Score: Raw -183023.814958 + Penalty 2462.065012 = -180561.749946
  nChanged 0
		SP:Iteration 27F (120145.070000 sec): 3 clusters
  Score: Raw -183023.814958 + Penalty 2462.065012 = -180561.749946
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (6184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120145.170000 sec): 2 clusters
  Score: Raw -563370.613520 + Penalty 1418.579596 = -561952.033924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120145.390000 sec): 3 clusters
  Score: Raw -560088.165651 + Penalty 2837.159192 = -557251.006459
  nChanged 2575
		SP:Iteration 1F (120145.560000 sec): 3 clusters
  Score: Raw -561669.952542 + Penalty 2837.159192 = -558832.793350
  nChanged 520
		SP:Iteration 2F (120145.770000 sec): 3 clusters
  Score: Raw -562101.309828 + Penalty 2837.159192 = -559264.150636
  nChanged 448
		SP:Iteration 3F (120145.930000 sec): 3 clusters
  Score: Raw -562463.430314 + Penalty 2837.159192 = -559626.271122
  nChanged 404
		SP:Iteration 4F (120146.100000 sec): 3 clusters
  Score: Raw -562754.647962 + Penalty 2837.159192 = -559917.488770
  nChanged 326
		SP:Iteration 5F (120146.260000 sec): 3 clusters
  Score: Raw -562965.362993 + Penalty 2837.159192 = -560128.203802
  nChanged 254
		SP:Iteration 6Q (120146.430000 sec): 3 clusters
  Score: Raw -563101.151864 + Penalty 2837.159192 = -560263.992672
  nChanged 215
		SP:Iteration 7Q (120146.600000 sec): 3 clusters
  Score: Raw -563194.014433 + Penalty 2837.159192 = -560356.855241
  nChanged 134
		SP:Iteration 8Q (120146.760000 sec): 3 clusters
  Score: Raw -563242.779153 + Penalty 2837.159192 = -560405.619962
  nChanged 103
		SP:Iteration 9Q (120146.930000 sec): 3 clusters
  Score: Raw -563284.259464 + Penalty 2837.159192 = -560447.100272
  nChanged 99
		SP:Iteration 10Q (120147.090000 sec): 3 clusters
  Score: Raw -563319.248772 + Penalty 2837.159192 = -560482.089581
  nChanged 89
		SP:Iteration 11Q (120147.260000 sec): 3 clusters
  Score: Raw -563346.943542 + Penalty 2837.159192 = -560509.784350
  nChanged 75
		SP:Iteration 12Q (120147.400000 sec): 3 clusters
  Score: Raw -563368.355366 + Penalty 2837.159192 = -560531.196175
  nChanged 69
		SP:Iteration 13Q (120147.590000 sec): 3 clusters
  Score: Raw -563385.495390 + Penalty 2837.159192 = -560548.336198
  nChanged 62
		SP:Iteration 14Q (120147.760000 sec): 3 clusters
  Score: Raw -563399.470486 + Penalty 2837.159192 = -560562.311294
  nChanged 47
		SP:Iteration 15Q (120147.920000 sec): 3 clusters
  Score: Raw -563411.444548 + Penalty 2837.159192 = -560574.285356
  nChanged 45
		SP:Iteration 16Q (120148.090000 sec): 3 clusters
  Score: Raw -563421.782673 + Penalty 2837.159192 = -560584.623481
  nChanged 39
		SP:Iteration 17Q (120148.260000 sec): 3 clusters
  Score: Raw -563431.179003 + Penalty 2837.159192 = -560594.019812
  nChanged 42
		SP:Iteration 18Q (120148.420000 sec): 3 clusters
  Score: Raw -563441.642590 + Penalty 2837.159192 = -560604.483399
  nChanged 32
		SP:Iteration 19Q (120148.580000 sec): 3 clusters
  Score: Raw -563447.525975 + Penalty 2837.159192 = -560610.366783
  nChanged 19
		SP:Iteration 20F (120148.750000 sec): 3 clusters
  Score: Raw -563450.663461 + Penalty 2837.159192 = -560613.504270
  nChanged 10
		SP:Iteration 21Q (120148.920000 sec): 3 clusters
  Score: Raw -563452.412900 + Penalty 2837.159192 = -560615.253708
  nChanged 6
		SP:Iteration 22Q (120149.080000 sec): 3 clusters
  Score: Raw -563453.582646 + Penalty 2837.159192 = -560616.423454
  nChanged 5
		SP:Iteration 23Q (120149.250000 sec): 3 clusters
  Score: Raw -563453.926177 + Penalty 2837.159192 = -560616.766985
  nChanged 1
		SP:Iteration 24Q (120149.420000 sec): 3 clusters
  Score: Raw -563453.958773 + Penalty 2837.159192 = -560616.799581
  nChanged 1
		SP:Iteration 25Q (120149.580000 sec): 3 clusters
  Score: Raw -563454.084178 + Penalty 2837.159192 = -560616.924986
  nChanged 2
		SP:Iteration 26Q (120149.750000 sec): 3 clusters
  Score: Raw -563454.292705 + Penalty 2837.159192 = -560617.133513
  nChanged 1
		SP:Iteration 27Q (120149.910000 sec): 3 clusters
  Score: Raw -563454.492747 + Penalty 2837.159192 = -560617.333555
  nChanged 3
		SP:Iteration 28Q (120150.080000 sec): 3 clusters
  Score: Raw -563455.054559 + Penalty 2837.159192 = -560617.895367
  nChanged 5
		SP:Iteration 29Q (120150.240000 sec): 3 clusters
  Score: Raw -563455.845403 + Penalty 2837.159192 = -560618.686211
  nChanged 1
		SP:Iteration 30Q (120150.410000 sec): 3 clusters
  Score: Raw -563456.169005 + Penalty 2837.159192 = -560619.009813
  nChanged 3
		SP:Iteration 31Q (120150.580000 sec): 3 clusters
  Score: Raw -563456.672359 + Penalty 2837.159192 = -560619.513167
  nChanged 3
		SP:Iteration 32Q (120150.720000 sec): 3 clusters
  Score: Raw -563457.069771 + Penalty 2837.159192 = -560619.910579
  nChanged 2
		SP:Iteration 33Q (120150.910000 sec): 3 clusters
  Score: Raw -563457.349752 + Penalty 2837.159192 = -560620.190561
  nChanged 2
		SP:Iteration 34Q (120151.070000 sec): 3 clusters
  Score: Raw -563457.795019 + Penalty 2837.159192 = -560620.635827
  nChanged 4
		SP:Iteration 35Q (120151.240000 sec): 3 clusters
  Score: Raw -563458.260219 + Penalty 2837.159192 = -560621.101027
  nChanged 3
		SP:Iteration 36Q (120151.400000 sec): 3 clusters
  Score: Raw -563458.697033 + Penalty 2837.159192 = -560621.537841
  nChanged 4
		SP:Iteration 37Q (120151.570000 sec): 3 clusters
  Score: Raw -563459.499897 + Penalty 2837.159192 = -560622.340705
  nChanged 2
		SP:Iteration 38Q (120151.740000 sec): 3 clusters
  Score: Raw -563459.819628 + Penalty 2837.159192 = -560622.660436
  nChanged 3
		SP:Iteration 39Q (120151.940000 sec): 3 clusters
  Score: Raw -563459.971872 + Penalty 2837.159192 = -560622.812680
  nChanged 0
		SP:Iteration 40F (120152.110000 sec): 3 clusters
  Score: Raw -563459.971872 + Penalty 2837.159192 = -560622.812680
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (1868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120152.170000 sec): 2 clusters
  Score: Raw -156290.262630 + Penalty 1224.051338 = -155066.211292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120152.350000 sec): 3 clusters
  Score: Raw -155558.439198 + Penalty 2448.102676 = -153110.336522
  nChanged 670
		SP:Iteration 1F (120152.520000 sec): 3 clusters
  Score: Raw -156112.806937 + Penalty 2448.102676 = -153664.704261
  nChanged 160
		SP:Iteration 2F (120152.700000 sec): 3 clusters
  Score: Raw -156277.042804 + Penalty 2448.102676 = -153828.940128
  nChanged 120
		SP:Iteration 3F (120152.880000 sec): 3 clusters
  Score: Raw -156429.195898 + Penalty 2448.102676 = -153981.093222
  nChanged 110
		SP:Iteration 4F (120153.050000 sec): 3 clusters
  Score: Raw -156545.188922 + Penalty 2448.102676 = -154097.086245
  nChanged 76
		SP:Iteration 5Q (120153.230000 sec): 3 clusters
  Score: Raw -156624.092505 + Penalty 2448.102676 = -154175.989829
  nChanged 51
		SP:Iteration 6Q (120153.390000 sec): 3 clusters
  Score: Raw -156678.869042 + Penalty 2448.102676 = -154230.766366
  nChanged 52
		SP:Iteration 7Q (120153.570000 sec): 3 clusters
  Score: Raw -156740.452218 + Penalty 2448.102676 = -154292.349542
  nChanged 56
		SP:Iteration 8Q (120153.740000 sec): 3 clusters
  Score: Raw -156814.784305 + Penalty 2448.102676 = -154366.681629
  nChanged 51
		SP:Iteration 9Q (120153.920000 sec): 3 clusters
  Score: Raw -156870.468669 + Penalty 2448.102676 = -154422.365992
  nChanged 40
		SP:Iteration 10Q (120154.100000 sec): 3 clusters
  Score: Raw -156912.043860 + Penalty 2448.102676 = -154463.941184
  nChanged 42
		SP:Iteration 11Q (120154.270000 sec): 3 clusters
  Score: Raw -156943.965299 + Penalty 2448.102676 = -154495.862623
  nChanged 26
		SP:Iteration 12Q (120154.450000 sec): 3 clusters
  Score: Raw -156972.499801 + Penalty 2448.102676 = -154524.397125
  nChanged 24
		SP:Iteration 13Q (120154.620000 sec): 3 clusters
  Score: Raw -156998.451123 + Penalty 2448.102676 = -154550.348447
  nChanged 24
		SP:Iteration 14Q (120154.800000 sec): 3 clusters
  Score: Raw -157018.912487 + Penalty 2448.102676 = -154570.809811
  nChanged 17
		SP:Iteration 15Q (120154.980000 sec): 3 clusters
  Score: Raw -157039.241310 + Penalty 2448.102676 = -154591.138634
  nChanged 21
		SP:Iteration 16Q (120155.150000 sec): 3 clusters
  Score: Raw -157056.248026 + Penalty 2448.102676 = -154608.145350
  nChanged 16
		SP:Iteration 17Q (120155.330000 sec): 3 clusters
  Score: Raw -157069.434343 + Penalty 2448.102676 = -154621.331667
  nChanged 20
		SP:Iteration 18Q (120155.500000 sec): 3 clusters
  Score: Raw -157087.761902 + Penalty 2448.102676 = -154639.659226
  nChanged 21
		SP:Iteration 19Q (120155.680000 sec): 3 clusters
  Score: Raw -157108.589714 + Penalty 2448.102676 = -154660.487038
  nChanged 27
		SP:Iteration 20F (120155.860000 sec): 3 clusters
  Score: Raw -157132.372132 + Penalty 2448.102676 = -154684.269456
  nChanged 24
		SP:Iteration 21Q (120156.030000 sec): 3 clusters
  Score: Raw -157157.191345 + Penalty 2448.102676 = -154709.088669
  nChanged 23
		SP:Iteration 22Q (120156.200000 sec): 3 clusters
  Score: Raw -157184.258933 + Penalty 2448.102676 = -154736.156257
  nChanged 21
		SP:Iteration 23Q (120156.380000 sec): 3 clusters
  Score: Raw -157211.520358 + Penalty 2448.102676 = -154763.417682
  nChanged 22
		SP:Iteration 24Q (120156.560000 sec): 3 clusters
  Score: Raw -157243.817270 + Penalty 2448.102676 = -154795.714594
  nChanged 21
		SP:Iteration 25Q (120156.730000 sec): 3 clusters
  Score: Raw -157276.306209 + Penalty 2448.102676 = -154828.203533
  nChanged 11
		SP:Iteration 26Q (120156.910000 sec): 3 clusters
  Score: Raw -157285.619343 + Penalty 2448.102676 = -154837.516667
  nChanged 9
		SP:Iteration 27Q (120157.080000 sec): 3 clusters
  Score: Raw -157300.603796 + Penalty 2448.102676 = -154852.501120
  nChanged 9
		SP:Iteration 28Q (120157.260000 sec): 3 clusters
  Score: Raw -157309.600548 + Penalty 2448.102676 = -154861.497872
  nChanged 5
		SP:Iteration 29Q (120157.440000 sec): 3 clusters
  Score: Raw -157314.912277 + Penalty 2448.102676 = -154866.809600
  nChanged 5
		SP:Iteration 30Q (120157.610000 sec): 3 clusters
  Score: Raw -157320.708127 + Penalty 2448.102676 = -154872.605450
  nChanged 7
		SP:Iteration 31Q (120157.790000 sec): 3 clusters
  Score: Raw -157328.363103 + Penalty 2448.102676 = -154880.260427
  nChanged 7
		SP:Iteration 32Q (120157.960000 sec): 3 clusters
  Score: Raw -157336.028571 + Penalty 2448.102676 = -154887.925895
  nChanged 5
		SP:Iteration 33Q (120158.140000 sec): 3 clusters
  Score: Raw -157340.963580 + Penalty 2448.102676 = -154892.860904
  nChanged 4
		SP:Iteration 34Q (120158.320000 sec): 3 clusters
  Score: Raw -157343.741121 + Penalty 2448.102676 = -154895.638445
  nChanged 2
		SP:Iteration 35Q (120158.490000 sec): 3 clusters
  Score: Raw -157345.945037 + Penalty 2448.102676 = -154897.842361
  nChanged 2
		SP:Iteration 36Q (120158.670000 sec): 3 clusters
  Score: Raw -157349.292000 + Penalty 2448.102676 = -154901.189324
  nChanged 1
		SP:Iteration 37Q (120158.840000 sec): 3 clusters
  Score: Raw -157350.056862 + Penalty 2448.102676 = -154901.954186
  nChanged 2
		SP:Iteration 38Q (120159.020000 sec): 3 clusters
  Score: Raw -157351.958475 + Penalty 2448.102676 = -154903.855799
  nChanged 0
		SP:Iteration 39F (120159.200000 sec): 3 clusters
  Score: Raw -157351.958475 + Penalty 2448.102676 = -154903.855799
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (8194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120159.300000 sec): 2 clusters
  Score: Raw -747478.925391 + Penalty 1464.313087 = -746014.612304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120159.510000 sec): 3 clusters
  Score: Raw -743058.019147 + Penalty 2928.626174 = -740129.392973
  nChanged 3461
		SP:Iteration 1F (120159.710000 sec): 3 clusters
  Score: Raw -745683.474850 + Penalty 2928.626174 = -742754.848676
  nChanged 929
		SP:Iteration 2F (120159.900000 sec): 3 clusters
  Score: Raw -746716.904287 + Penalty 2928.626174 = -743788.278113
  nChanged 782
		SP:Iteration 3F (120160.100000 sec): 3 clusters
  Score: Raw -747371.496129 + Penalty 2928.626174 = -744442.869956
  nChanged 564
		SP:Iteration 4F (120160.300000 sec): 3 clusters
  Score: Raw -747761.064607 + Penalty 2928.626174 = -744832.438433
  nChanged 384
		SP:Iteration 5Q (120160.490000 sec): 3 clusters
  Score: Raw -747976.410901 + Penalty 2928.626174 = -745047.784728
  nChanged 251
		SP:Iteration 6Q (120160.690000 sec): 3 clusters
  Score: Raw -748090.700324 + Penalty 2928.626174 = -745162.074150
  nChanged 174
		SP:Iteration 7Q (120160.970000 sec): 3 clusters
  Score: Raw -748151.328752 + Penalty 2928.626174 = -745222.702578
  nChanged 144
		SP:Iteration 8Q (120161.130000 sec): 3 clusters
  Score: Raw -748192.587253 + Penalty 2928.626174 = -745263.961079
  nChanged 109
		SP:Iteration 9Q (120161.320000 sec): 3 clusters
  Score: Raw -748221.509871 + Penalty 2928.626174 = -745292.883697
  nChanged 99
		SP:Iteration 10Q (120161.560000 sec): 3 clusters
  Score: Raw -748247.893231 + Penalty 2928.626174 = -745319.267057
  nChanged 83
		SP:Iteration 11Q (120161.750000 sec): 3 clusters
  Score: Raw -748268.064111 + Penalty 2928.626174 = -745339.437938
  nChanged 61
		SP:Iteration 12Q (120161.950000 sec): 3 clusters
  Score: Raw -748281.429749 + Penalty 2928.626174 = -745352.803575
  nChanged 60
		SP:Iteration 13Q (120162.140000 sec): 3 clusters
  Score: Raw -748294.575588 + Penalty 2928.626174 = -745365.949414
  nChanged 53
		SP:Iteration 14Q (120162.340000 sec): 3 clusters
  Score: Raw -748303.816175 + Penalty 2928.626174 = -745375.190001
  nChanged 41
		SP:Iteration 15Q (120162.530000 sec): 3 clusters
  Score: Raw -748311.079298 + Penalty 2928.626174 = -745382.453124
  nChanged 33
		SP:Iteration 16Q (120162.730000 sec): 3 clusters
  Score: Raw -748316.922272 + Penalty 2928.626174 = -745388.296098
  nChanged 26
		SP:Iteration 17Q (120162.920000 sec): 3 clusters
  Score: Raw -748320.805191 + Penalty 2928.626174 = -745392.179017
  nChanged 21
		SP:Iteration 18Q (120163.120000 sec): 3 clusters
  Score: Raw -748324.514015 + Penalty 2928.626174 = -745395.887841
  nChanged 19
		SP:Iteration 19Q (120163.360000 sec): 3 clusters
  Score: Raw -748327.026347 + Penalty 2928.626174 = -745398.400173
  nChanged 14
		SP:Iteration 20F (120163.560000 sec): 3 clusters
  Score: Raw -748329.512176 + Penalty 2928.626174 = -745400.886003
  nChanged 11
		SP:Iteration 21Q (120163.750000 sec): 3 clusters
  Score: Raw -748330.955511 + Penalty 2928.626174 = -745402.329337
  nChanged 10
		SP:Iteration 22Q (120163.950000 sec): 3 clusters
  Score: Raw -748333.267732 + Penalty 2928.626174 = -745404.641559
  nChanged 13
		SP:Iteration 23Q (120164.140000 sec): 3 clusters
  Score: Raw -748335.248803 + Penalty 2928.626174 = -745406.622629
  nChanged 10
		SP:Iteration 24Q (120164.330000 sec): 3 clusters
  Score: Raw -748336.419720 + Penalty 2928.626174 = -745407.793546
  nChanged 7
		SP:Iteration 25Q (120164.530000 sec): 3 clusters
  Score: Raw -748337.143009 + Penalty 2928.626174 = -745408.516835
  nChanged 8
		SP:Iteration 26Q (120164.730000 sec): 3 clusters
  Score: Raw -748337.879182 + Penalty 2928.626174 = -745409.253008
  nChanged 4
		SP:Iteration 27Q (120164.920000 sec): 3 clusters
  Score: Raw -748338.175388 + Penalty 2928.626174 = -745409.549214
  nChanged 2
		SP:Iteration 28Q (120165.120000 sec): 3 clusters
  Score: Raw -748338.739289 + Penalty 2928.626174 = -745410.113115
  nChanged 4
		SP:Iteration 29Q (120165.310000 sec): 3 clusters
  Score: Raw -748339.066203 + Penalty 2928.626174 = -745410.440029
  nChanged 1
		SP:Iteration 30Q (120165.500000 sec): 3 clusters
  Score: Raw -748339.095468 + Penalty 2928.626174 = -745410.469295
  nChanged 0
		SP:Iteration 31F (120165.700000 sec): 3 clusters
  Score: Raw -748339.095468 + Penalty 2928.626174 = -745410.469295
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (2848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120165.780000 sec): 2 clusters
  Score: Raw -227837.536424 + Penalty 1292.585494 = -226544.950930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120165.960000 sec): 3 clusters
  Score: Raw -226584.478650 + Penalty 2585.170989 = -223999.307661
  nChanged 1061
		SP:Iteration 1F (120166.140000 sec): 3 clusters
  Score: Raw -227393.607886 + Penalty 2585.170989 = -224808.436897
  nChanged 308
		SP:Iteration 2F (120166.310000 sec): 3 clusters
  Score: Raw -227780.489650 + Penalty 2585.170989 = -225195.318661
  nChanged 240
		SP:Iteration 3F (120166.440000 sec): 3 clusters
  Score: Raw -228079.991223 + Penalty 2585.170989 = -225494.820235
  nChanged 201
		SP:Iteration 4F (120166.620000 sec): 3 clusters
  Score: Raw -228317.269179 + Penalty 2585.170989 = -225732.098190
  nChanged 139
		SP:Iteration 5Q (120166.800000 sec): 3 clusters
  Score: Raw -228452.822426 + Penalty 2585.170989 = -225867.651438
  nChanged 118
		SP:Iteration 6Q (120166.970000 sec): 3 clusters
  Score: Raw -228569.402453 + Penalty 2585.170989 = -225984.231464
  nChanged 98
		SP:Iteration 7Q (120167.190000 sec): 3 clusters
  Score: Raw -228680.764644 + Penalty 2585.170989 = -226095.593656
  nChanged 90
		SP:Iteration 8Q (120167.360000 sec): 3 clusters
  Score: Raw -228757.947974 + Penalty 2585.170989 = -226172.776986
  nChanged 64
		SP:Iteration 9Q (120167.520000 sec): 3 clusters
  Score: Raw -228806.655201 + Penalty 2585.170989 = -226221.484213
  nChanged 46
		SP:Iteration 10Q (120167.680000 sec): 3 clusters
  Score: Raw -228840.241677 + Penalty 2585.170989 = -226255.070688
  nChanged 37
		SP:Iteration 11Q (120167.830000 sec): 3 clusters
  Score: Raw -228870.109601 + Penalty 2585.170989 = -226284.938613
  nChanged 40
		SP:Iteration 12Q (120167.990000 sec): 3 clusters
  Score: Raw -228901.572610 + Penalty 2585.170989 = -226316.401622
  nChanged 32
		SP:Iteration 13Q (120168.150000 sec): 3 clusters
  Score: Raw -228915.948574 + Penalty 2585.170989 = -226330.777586
  nChanged 24
		SP:Iteration 14Q (120168.310000 sec): 3 clusters
  Score: Raw -228926.846280 + Penalty 2585.170989 = -226341.675292
  nChanged 6
		SP:Iteration 15Q (120168.460000 sec): 3 clusters
  Score: Raw -228929.560954 + Penalty 2585.170989 = -226344.389965
  nChanged 6
		SP:Iteration 16Q (120168.570000 sec): 3 clusters
  Score: Raw -228933.341827 + Penalty 2585.170989 = -226348.170839
  nChanged 6
		SP:Iteration 17Q (120168.750000 sec): 3 clusters
  Score: Raw -228935.635738 + Penalty 2585.170989 = -226350.464749
  nChanged 5
		SP:Iteration 18Q (120168.930000 sec): 3 clusters
  Score: Raw -228937.994626 + Penalty 2585.170989 = -226352.823637
  nChanged 5
		SP:Iteration 19Q (120169.100000 sec): 3 clusters
  Score: Raw -228940.276921 + Penalty 2585.170989 = -226355.105932
  nChanged 3
		SP:Iteration 20F (120169.280000 sec): 3 clusters
  Score: Raw -228941.677079 + Penalty 2585.170989 = -226356.506091
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (4363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120169.360000 sec): 2 clusters
  Score: Raw -362051.596423 + Penalty 1361.898716 = -360689.697707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120169.540000 sec): 3 clusters
  Score: Raw -359858.203437 + Penalty 2723.797431 = -357134.406006
  nChanged 1725
		SP:Iteration 1F (120169.710000 sec): 3 clusters
  Score: Raw -360858.601779 + Penalty 2723.797431 = -358134.804348
  nChanged 361
		SP:Iteration 2F (120169.890000 sec): 3 clusters
  Score: Raw -361116.291887 + Penalty 2723.797431 = -358392.494456
  nChanged 314
		SP:Iteration 3F (120170.070000 sec): 3 clusters
  Score: Raw -361340.542699 + Penalty 2723.797431 = -358616.745268
  nChanged 246
		SP:Iteration 4F (120170.240000 sec): 3 clusters
  Score: Raw -361509.223655 + Penalty 2723.797431 = -358785.426223
  nChanged 195
		SP:Iteration 5Q (120170.420000 sec): 3 clusters
  Score: Raw -361618.961601 + Penalty 2723.797431 = -358895.164169
  nChanged 137
		SP:Iteration 6Q (120170.580000 sec): 3 clusters
  Score: Raw -361688.578557 + Penalty 2723.797431 = -358964.781126
  nChanged 122
		SP:Iteration 7Q (120170.770000 sec): 3 clusters
  Score: Raw -361745.868928 + Penalty 2723.797431 = -359022.071497
  nChanged 93
		SP:Iteration 8Q (120170.940000 sec): 3 clusters
  Score: Raw -361785.391981 + Penalty 2723.797431 = -359061.594549
  nChanged 75
		SP:Iteration 9Q (120171.120000 sec): 3 clusters
  Score: Raw -361817.023644 + Penalty 2723.797431 = -359093.226213
  nChanged 64
		SP:Iteration 10Q (120171.300000 sec): 3 clusters
  Score: Raw -361843.714396 + Penalty 2723.797431 = -359119.916965
  nChanged 58
		SP:Iteration 11Q (120171.470000 sec): 3 clusters
  Score: Raw -361865.745614 + Penalty 2723.797431 = -359141.948183
  nChanged 45
		SP:Iteration 12Q (120171.650000 sec): 3 clusters
  Score: Raw -361880.532179 + Penalty 2723.797431 = -359156.734748
  nChanged 33
		SP:Iteration 13Q (120171.830000 sec): 3 clusters
  Score: Raw -361889.065262 + Penalty 2723.797431 = -359165.267831
  nChanged 26
		SP:Iteration 14Q (120172.000000 sec): 3 clusters
  Score: Raw -361896.483182 + Penalty 2723.797431 = -359172.685750
  nChanged 20
		SP:Iteration 15Q (120172.180000 sec): 3 clusters
  Score: Raw -361903.262089 + Penalty 2723.797431 = -359179.464658
  nChanged 20
		SP:Iteration 16Q (120172.350000 sec): 3 clusters
  Score: Raw -361911.601783 + Penalty 2723.797431 = -359187.804352
  nChanged 32
		SP:Iteration 17Q (120172.530000 sec): 3 clusters
  Score: Raw -361921.825544 + Penalty 2723.797431 = -359198.028112
  nChanged 30
		SP:Iteration 18Q (120172.710000 sec): 3 clusters
  Score: Raw -361930.694177 + Penalty 2723.797431 = -359206.896746
  nChanged 24
		SP:Iteration 19Q (120172.880000 sec): 3 clusters
  Score: Raw -361937.843577 + Penalty 2723.797431 = -359214.046146
  nChanged 21
		SP:Iteration 20F (120173.060000 sec): 3 clusters
  Score: Raw -361945.886451 + Penalty 2723.797431 = -359222.089020
  nChanged 29
		SP:Iteration 21Q (120173.230000 sec): 3 clusters
  Score: Raw -361957.075338 + Penalty 2723.797431 = -359233.277907
  nChanged 36
		SP:Iteration 22Q (120173.410000 sec): 3 clusters
  Score: Raw -361969.016827 + Penalty 2723.797431 = -359245.219396
  nChanged 31
		SP:Iteration 23Q (120173.590000 sec): 3 clusters
  Score: Raw -361979.918906 + Penalty 2723.797431 = -359256.121475
  nChanged 29
		SP:Iteration 24Q (120173.760000 sec): 3 clusters
  Score: Raw -361988.722767 + Penalty 2723.797431 = -359264.925336
  nChanged 26
		SP:Iteration 25Q (120173.940000 sec): 3 clusters
  Score: Raw -361995.977446 + Penalty 2723.797431 = -359272.180015
  nChanged 19
		SP:Iteration 26Q (120174.110000 sec): 3 clusters
  Score: Raw -362001.711490 + Penalty 2723.797431 = -359277.914058
  nChanged 22
		SP:Iteration 27Q (120174.290000 sec): 3 clusters
  Score: Raw -362009.373101 + Penalty 2723.797431 = -359285.575669
  nChanged 24
		SP:Iteration 28Q (120174.470000 sec): 3 clusters
  Score: Raw -362016.194923 + Penalty 2723.797431 = -359292.397492
  nChanged 20
		SP:Iteration 29Q (120174.640000 sec): 3 clusters
  Score: Raw -362022.826703 + Penalty 2723.797431 = -359299.029271
  nChanged 22
		SP:Iteration 30Q (120174.820000 sec): 3 clusters
  Score: Raw -362029.654047 + Penalty 2723.797431 = -359305.856616
  nChanged 15
		SP:Iteration 31Q (120174.990000 sec): 3 clusters
  Score: Raw -362035.279663 + Penalty 2723.797431 = -359311.482232
  nChanged 19
		SP:Iteration 32Q (120175.170000 sec): 3 clusters
  Score: Raw -362041.374303 + Penalty 2723.797431 = -359317.576872
  nChanged 19
		SP:Iteration 33Q (120175.340000 sec): 3 clusters
  Score: Raw -362046.285135 + Penalty 2723.797431 = -359322.487704
  nChanged 17
		SP:Iteration 34Q (120175.520000 sec): 3 clusters
  Score: Raw -362053.837846 + Penalty 2723.797431 = -359330.040414
  nChanged 21
		SP:Iteration 35Q (120175.690000 sec): 3 clusters
  Score: Raw -362061.033218 + Penalty 2723.797431 = -359337.235787
  nChanged 22
		SP:Iteration 36Q (120175.870000 sec): 3 clusters
  Score: Raw -362068.077336 + Penalty 2723.797431 = -359344.279905
  nChanged 17
		SP:Iteration 37Q (120176.050000 sec): 3 clusters
  Score: Raw -362073.643431 + Penalty 2723.797431 = -359349.846000
  nChanged 18
		SP:Iteration 38Q (120176.220000 sec): 3 clusters
  Score: Raw -362077.448365 + Penalty 2723.797431 = -359353.650934
  nChanged 13
		SP:Iteration 39Q (120176.400000 sec): 3 clusters
  Score: Raw -362080.242977 + Penalty 2723.797431 = -359356.445545
  nChanged 13
		SP:Iteration 40F (120176.570000 sec): 3 clusters
  Score: Raw -362083.371340 + Penalty 2723.797431 = -359359.573908
  nChanged 5
		SP:Iteration 41Q (120176.750000 sec): 3 clusters
  Score: Raw -362084.286002 + Penalty 2723.797431 = -359360.488571
  nChanged 4
		SP:Iteration 42Q (120176.930000 sec): 3 clusters
  Score: Raw -362085.266196 + Penalty 2723.797431 = -359361.468765
  nChanged 5
		SP:Iteration 43Q (120177.100000 sec): 3 clusters
  Score: Raw -362086.147256 + Penalty 2723.797431 = -359362.349825
  nChanged 8
		SP:Iteration 44Q (120177.270000 sec): 3 clusters
  Score: Raw -362088.016173 + Penalty 2723.797431 = -359364.218741
  nChanged 7
		SP:Iteration 45Q (120177.450000 sec): 3 clusters
  Score: Raw -362091.137688 + Penalty 2723.797431 = -359367.340256
  nChanged 6
		SP:Iteration 46Q (120177.630000 sec): 3 clusters
  Score: Raw -362093.049629 + Penalty 2723.797431 = -359369.252198
  nChanged 4
		SP:Iteration 47Q (120177.800000 sec): 3 clusters
  Score: Raw -362094.061733 + Penalty 2723.797431 = -359370.264302
  nChanged 2
		SP:Iteration 48Q (120177.980000 sec): 3 clusters
  Score: Raw -362094.642877 + Penalty 2723.797431 = -359370.845446
  nChanged 7
		SP:Iteration 49Q (120178.150000 sec): 3 clusters
  Score: Raw -362096.020012 + Penalty 2723.797431 = -359372.222581
  nChanged 6
		SP:Iteration 50Q (120178.330000 sec): 3 clusters
  Score: Raw -362097.074044 + Penalty 2723.797431 = -359373.276613
  nChanged 9
		SP:Iteration 51Q (120178.510000 sec): 3 clusters
  Score: Raw -362098.516359 + Penalty 2723.797431 = -359374.718928
  nChanged 6
		SP:Iteration 52Q (120178.680000 sec): 3 clusters
  Score: Raw -362100.074496 + Penalty 2723.797431 = -359376.277065
  nChanged 4
		SP:Iteration 53Q (120178.860000 sec): 3 clusters
  Score: Raw -362100.784549 + Penalty 2723.797431 = -359376.987118
  nChanged 5
		SP:Iteration 54Q (120179.030000 sec): 3 clusters
  Score: Raw -362102.073592 + Penalty 2723.797431 = -359378.276161
  nChanged 3
		SP:Iteration 55Q (120179.210000 sec): 3 clusters
  Score: Raw -362102.700775 + Penalty 2723.797431 = -359378.903343
  nChanged 3
		SP:Iteration 56Q (120179.390000 sec): 3 clusters
  Score: Raw -362103.360870 + Penalty 2723.797431 = -359379.563438
  nChanged 7
		SP:Iteration 57Q (120179.560000 sec): 3 clusters
  Score: Raw -362104.722395 + Penalty 2723.797431 = -359380.924964
  nChanged 5
		SP:Iteration 58Q (120179.740000 sec): 3 clusters
  Score: Raw -362105.557204 + Penalty 2723.797431 = -359381.759772
  nChanged 3
		SP:Iteration 59Q (120179.910000 sec): 3 clusters
  Score: Raw -362105.942029 + Penalty 2723.797431 = -359382.144598
  nChanged 0
		SP:Iteration 60F (120180.090000 sec): 3 clusters
  Score: Raw -362105.942029 + Penalty 2723.797431 = -359382.144598
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (6307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120180.190000 sec): 2 clusters
  Score: Raw -501727.792421 + Penalty 1421.780004 = -500306.012418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120180.400000 sec): 3 clusters
  Score: Raw -498372.227256 + Penalty 2843.560007 = -495528.667249
  nChanged 2604
		SP:Iteration 1F (120180.610000 sec): 3 clusters
  Score: Raw -499906.795484 + Penalty 2843.560007 = -497063.235477
  nChanged 510
		SP:Iteration 2F (120180.820000 sec): 3 clusters
  Score: Raw -500273.860491 + Penalty 2843.560007 = -497430.300484
  nChanged 449
		SP:Iteration 3F (120181.030000 sec): 3 clusters
  Score: Raw -500591.708922 + Penalty 2843.560007 = -497748.148915
  nChanged 362
		SP:Iteration 4F (120181.240000 sec): 3 clusters
  Score: Raw -500839.395042 + Penalty 2843.560007 = -497995.835034
  nChanged 294
		SP:Iteration 5Q (120181.450000 sec): 3 clusters
  Score: Raw -501034.134161 + Penalty 2843.560007 = -498190.574154
  nChanged 258
		SP:Iteration 6Q (120181.650000 sec): 3 clusters
  Score: Raw -501187.133204 + Penalty 2843.560007 = -498343.573197
  nChanged 233
		SP:Iteration 7Q (120181.870000 sec): 3 clusters
  Score: Raw -501316.413016 + Penalty 2843.560007 = -498472.853009
  nChanged 195
		SP:Iteration 8Q (120182.070000 sec): 3 clusters
  Score: Raw -501408.019689 + Penalty 2843.560007 = -498564.459682
  nChanged 161
		SP:Iteration 9Q (120182.280000 sec): 3 clusters
  Score: Raw -501487.602960 + Penalty 2843.560007 = -498644.042953
  nChanged 150
		SP:Iteration 10Q (120182.490000 sec): 3 clusters
  Score: Raw -501571.680953 + Penalty 2843.560007 = -498728.120946
  nChanged 158
		SP:Iteration 11Q (120182.700000 sec): 3 clusters
  Score: Raw -501648.616495 + Penalty 2843.560007 = -498805.056488
  nChanged 156
		SP:Iteration 12Q (120182.910000 sec): 3 clusters
  Score: Raw -501714.360697 + Penalty 2843.560007 = -498870.800690
  nChanged 122
		SP:Iteration 13Q (120183.120000 sec): 3 clusters
  Score: Raw -501756.927078 + Penalty 2843.560007 = -498913.367071
  nChanged 96
		SP:Iteration 14Q (120183.330000 sec): 3 clusters
  Score: Raw -501791.539424 + Penalty 2843.560007 = -498947.979417
  nChanged 70
		SP:Iteration 15Q (120183.530000 sec): 3 clusters
  Score: Raw -501816.351308 + Penalty 2843.560007 = -498972.791301
  nChanged 76
		SP:Iteration 16Q (120183.740000 sec): 3 clusters
  Score: Raw -501845.748498 + Penalty 2843.560007 = -499002.188491
  nChanged 72
		SP:Iteration 17Q (120183.950000 sec): 3 clusters
  Score: Raw -501870.192830 + Penalty 2843.560007 = -499026.632823
  nChanged 60
		SP:Iteration 18Q (120184.160000 sec): 3 clusters
  Score: Raw -501894.094566 + Penalty 2843.560007 = -499050.534559
  nChanged 59
		SP:Iteration 19Q (120184.370000 sec): 3 clusters
  Score: Raw -501918.914445 + Penalty 2843.560007 = -499075.354438
  nChanged 56
		SP:Iteration 20F (120184.580000 sec): 3 clusters
  Score: Raw -501935.781910 + Penalty 2843.560007 = -499092.221903
  nChanged 52
		SP:Iteration 21Q (120184.790000 sec): 3 clusters
  Score: Raw -501948.147313 + Penalty 2843.560007 = -499104.587306
  nChanged 36
		SP:Iteration 22Q (120184.950000 sec): 3 clusters
  Score: Raw -501956.938571 + Penalty 2843.560007 = -499113.378563
  nChanged 31
		SP:Iteration 23Q (120185.120000 sec): 3 clusters
  Score: Raw -501965.775766 + Penalty 2843.560007 = -499122.215759
  nChanged 36
		SP:Iteration 24Q (120185.290000 sec): 3 clusters
  Score: Raw -501977.313948 + Penalty 2843.560007 = -499133.753941
  nChanged 35
		SP:Iteration 25Q (120185.450000 sec): 3 clusters
  Score: Raw -501985.567000 + Penalty 2843.560007 = -499142.006992
  nChanged 21
		SP:Iteration 26Q (120185.610000 sec): 3 clusters
  Score: Raw -501990.692865 + Penalty 2843.560007 = -499147.132858
  nChanged 24
		SP:Iteration 27Q (120185.780000 sec): 3 clusters
  Score: Raw -501998.985547 + Penalty 2843.560007 = -499155.425540
  nChanged 30
		SP:Iteration 28Q (120185.950000 sec): 3 clusters
  Score: Raw -502011.321979 + Penalty 2843.560007 = -499167.761972
  nChanged 36
		SP:Iteration 29Q (120186.110000 sec): 3 clusters
  Score: Raw -502020.067215 + Penalty 2843.560007 = -499176.507208
  nChanged 28
		SP:Iteration 30Q (120186.300000 sec): 3 clusters
  Score: Raw -502027.070951 + Penalty 2843.560007 = -499183.510943
  nChanged 34
		SP:Iteration 31Q (120186.490000 sec): 3 clusters
  Score: Raw -502038.284233 + Penalty 2843.560007 = -499194.724225
  nChanged 46
		SP:Iteration 32Q (120186.700000 sec): 3 clusters
  Score: Raw -502058.226812 + Penalty 2843.560007 = -499214.666805
  nChanged 54
		SP:Iteration 33Q (120186.890000 sec): 3 clusters
  Score: Raw -502081.476886 + Penalty 2843.560007 = -499237.916879
  nChanged 59
		SP:Iteration 34Q (120186.990000 sec): 3 clusters
  Score: Raw -502106.888161 + Penalty 2843.560007 = -499263.328154
  nChanged 59
		SP:Iteration 35Q (120187.200000 sec): 3 clusters
  Score: Raw -502128.872480 + Penalty 2843.560007 = -499285.312472
  nChanged 56
		SP:Iteration 36Q (120187.410000 sec): 3 clusters
  Score: Raw -502147.243789 + Penalty 2843.560007 = -499303.683782
  nChanged 47
		SP:Iteration 37Q (120187.590000 sec): 3 clusters
  Score: Raw -502161.349108 + Penalty 2843.560007 = -499317.789101
  nChanged 51
		SP:Iteration 38Q (120187.800000 sec): 3 clusters
  Score: Raw -502179.725046 + Penalty 2843.560007 = -499336.165039
  nChanged 43
		SP:Iteration 39Q (120187.970000 sec): 3 clusters
  Score: Raw -502193.541088 + Penalty 2843.560007 = -499349.981081
  nChanged 38
		SP:Iteration 40F (120188.180000 sec): 3 clusters
  Score: Raw -502206.741686 + Penalty 2843.560007 = -499363.181679
  nChanged 39
		SP:Iteration 41Q (120188.340000 sec): 3 clusters
  Score: Raw -502218.306165 + Penalty 2843.560007 = -499374.746158
  nChanged 41
		SP:Iteration 42Q (120188.510000 sec): 3 clusters
  Score: Raw -502230.151175 + Penalty 2843.560007 = -499386.591168
  nChanged 35
		SP:Iteration 43Q (120188.670000 sec): 3 clusters
  Score: Raw -502243.955645 + Penalty 2843.560007 = -499400.395638
  nChanged 41
		SP:Iteration 44Q (120188.840000 sec): 3 clusters
  Score: Raw -502259.688079 + Penalty 2843.560007 = -499416.128072
  nChanged 42
		SP:Iteration 45Q (120189.000000 sec): 3 clusters
  Score: Raw -502274.452512 + Penalty 2843.560007 = -499430.892505
  nChanged 46
		SP:Iteration 46Q (120189.170000 sec): 3 clusters
  Score: Raw -502288.775112 + Penalty 2843.560007 = -499445.215105
  nChanged 35
		SP:Iteration 47Q (120189.330000 sec): 3 clusters
  Score: Raw -502300.349729 + Penalty 2843.560007 = -499456.789722
  nChanged 28
		SP:Iteration 48Q (120189.500000 sec): 3 clusters
  Score: Raw -502309.718164 + Penalty 2843.560007 = -499466.158157
  nChanged 36
		SP:Iteration 49Q (120189.710000 sec): 3 clusters
  Score: Raw -502320.750937 + Penalty 2843.560007 = -499477.190930
  nChanged 24
		SP:Iteration 50Q (120189.870000 sec): 3 clusters
  Score: Raw -502331.672305 + Penalty 2843.560007 = -499488.112298
  nChanged 32
		SP:Iteration 51Q (120190.040000 sec): 3 clusters
  Score: Raw -502343.725456 + Penalty 2843.560007 = -499500.165449
  nChanged 28
		SP:Iteration 52Q (120190.210000 sec): 3 clusters
  Score: Raw -502352.925381 + Penalty 2843.560007 = -499509.365374
  nChanged 23
		SP:Iteration 53Q (120190.370000 sec): 3 clusters
  Score: Raw -502361.445395 + Penalty 2843.560007 = -499517.885388
  nChanged 25
		SP:Iteration 54Q (120190.540000 sec): 3 clusters
  Score: Raw -502371.586496 + Penalty 2843.560007 = -499528.026489
  nChanged 25
		SP:Iteration 55Q (120190.700000 sec): 3 clusters
  Score: Raw -502384.263428 + Penalty 2843.560007 = -499540.703421
  nChanged 33
		SP:Iteration 56Q (120190.870000 sec): 3 clusters
  Score: Raw -502398.875041 + Penalty 2843.560007 = -499555.315034
  nChanged 34
		SP:Iteration 57Q (120191.030000 sec): 3 clusters
  Score: Raw -502411.075484 + Penalty 2843.560007 = -499567.515477
  nChanged 33
		SP:Iteration 58Q (120191.200000 sec): 3 clusters
  Score: Raw -502420.854260 + Penalty 2843.560007 = -499577.294252
  nChanged 25
		SP:Iteration 59Q (120191.360000 sec): 3 clusters
  Score: Raw -502427.750893 + Penalty 2843.560007 = -499584.190886
  nChanged 17
		SP:Iteration 60F (120191.570000 sec): 3 clusters
  Score: Raw -502436.052034 + Penalty 2843.560007 = -499592.492026
  nChanged 19
		SP:Iteration 61Q (120191.740000 sec): 3 clusters
  Score: Raw -502444.427176 + Penalty 2843.560007 = -499600.867169
  nChanged 17
		SP:Iteration 62Q (120191.900000 sec): 3 clusters
  Score: Raw -502449.245926 + Penalty 2843.560007 = -499605.685919
  nChanged 11
		SP:Iteration 63Q (120192.100000 sec): 3 clusters
  Score: Raw -502452.162614 + Penalty 2843.560007 = -499608.602607
  nChanged 11
		SP:Iteration 64Q (120192.280000 sec): 3 clusters
  Score: Raw -502454.563259 + Penalty 2843.560007 = -499611.003252
  nChanged 4
		SP:Iteration 65Q (120192.440000 sec): 3 clusters
  Score: Raw -502455.165571 + Penalty 2843.560007 = -499611.605564
  nChanged 4
		SP:Iteration 66Q (120192.610000 sec): 3 clusters
  Score: Raw -502456.450292 + Penalty 2843.560007 = -499612.890285
  nChanged 6
		SP:Iteration 67Q (120192.770000 sec): 3 clusters
  Score: Raw -502458.015505 + Penalty 2843.560007 = -499614.455498
  nChanged 4
		SP:Iteration 68Q (120192.940000 sec): 3 clusters
  Score: Raw -502459.640543 + Penalty 2843.560007 = -499616.080536
  nChanged 6
		SP:Iteration 69Q (120193.100000 sec): 3 clusters
  Score: Raw -502460.506094 + Penalty 2843.560007 = -499616.946087
  nChanged 2
		SP:Iteration 70Q (120193.260000 sec): 3 clusters
  Score: Raw -502461.135267 + Penalty 2843.560007 = -499617.575259
  nChanged 3
		SP:Iteration 71Q (120193.430000 sec): 3 clusters
  Score: Raw -502461.575061 + Penalty 2843.560007 = -499618.015054
  nChanged 1
		SP:Iteration 72Q (120193.590000 sec): 3 clusters
  Score: Raw -502461.754759 + Penalty 2843.560007 = -499618.194752
  nChanged 0
		SP:Iteration 73F (120193.800000 sec): 3 clusters
  Score: Raw -502461.754759 + Penalty 2843.560007 = -499618.194752
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (25031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120194.010000 sec): 2 clusters
  Score: Raw -2372307.280499 + Penalty 1645.778930 = -2370661.501570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120194.370000 sec): 3 clusters
  Score: Raw -2356966.597388 + Penalty 3291.557859 = -2353675.039529
  nChanged 11486
		SP:Iteration 1F (120194.730000 sec): 3 clusters
  Score: Raw -2363212.918780 + Penalty 3291.557859 = -2359921.360921
  nChanged 1191
		SP:Iteration 2Q (120195.090000 sec): 3 clusters
  Score: Raw -2363624.150125 + Penalty 3291.557859 = -2360332.592266
  nChanged 1161
		SP:Iteration 3Q (120195.450000 sec): 3 clusters
  Score: Raw -2364068.896301 + Penalty 3291.557859 = -2360777.338442
  nChanged 1192
		SP:Iteration 4Q (120195.810000 sec): 3 clusters
  Score: Raw -2364605.142712 + Penalty 3291.557859 = -2361313.584853
  nChanged 1379
		SP:Iteration 5F (120196.170000 sec): 3 clusters
  Score: Raw -2365389.463279 + Penalty 3291.557859 = -2362097.905420
  nChanged 1681
		SP:Iteration 6F (120196.530000 sec): 3 clusters
  Score: Raw -2366538.434262 + Penalty 3291.557859 = -2363246.876403
  nChanged 1904
		SP:Iteration 7F (120196.890000 sec): 3 clusters
  Score: Raw -2368016.619643 + Penalty 3291.557859 = -2364725.061784
  nChanged 1769
		SP:Iteration 8F (120197.210000 sec): 3 clusters
  Score: Raw -2369516.951216 + Penalty 3291.557859 = -2366225.393357
  nChanged 1394
		SP:Iteration 9F (120197.580000 sec): 3 clusters
  Score: Raw -2370760.222846 + Penalty 3291.557859 = -2367468.664987
  nChanged 938
		SP:Iteration 10Q (120197.940000 sec): 3 clusters
  Score: Raw -2371564.280331 + Penalty 3291.557859 = -2368272.722472
  nChanged 514
		SP:Iteration 11Q (120198.260000 sec): 3 clusters
  Score: Raw -2372031.791592 + Penalty 3291.557859 = -2368740.233733
  nChanged 253
		SP:Iteration 12Q (120198.580000 sec): 3 clusters
  Score: Raw -2372284.606722 + Penalty 3291.557859 = -2368993.048863
  nChanged 122
		SP:Iteration 13Q (120198.900000 sec): 3 clusters
  Score: Raw -2372407.067523 + Penalty 3291.557859 = -2369115.509663
  nChanged 55
		SP:Iteration 14Q (120199.220000 sec): 3 clusters
  Score: Raw -2372463.491717 + Penalty 3291.557859 = -2369171.933858
  nChanged 37
		SP:Iteration 15Q (120199.540000 sec): 3 clusters
  Score: Raw -2372505.391038 + Penalty 3291.557859 = -2369213.833179
  nChanged 19
		SP:Iteration 16Q (120199.820000 sec): 3 clusters
  Score: Raw -2372526.803107 + Penalty 3291.557859 = -2369235.245247
  nChanged 13
		SP:Iteration 17Q (120200.140000 sec): 3 clusters
  Score: Raw -2372538.506928 + Penalty 3291.557859 = -2369246.949069
  nChanged 8
		SP:Iteration 18Q (120200.420000 sec): 3 clusters
  Score: Raw -2372545.893071 + Penalty 3291.557859 = -2369254.335212
  nChanged 5
		SP:Iteration 19Q (120200.700000 sec): 3 clusters
  Score: Raw -2372549.370100 + Penalty 3291.557859 = -2369257.812241
  nChanged 5
		SP:Iteration 20F (120201.060000 sec): 3 clusters
  Score: Raw -2372554.178893 + Penalty 3291.557859 = -2369262.621034
  nChanged 4
		SP:Iteration 21Q (120201.380000 sec): 3 clusters
  Score: Raw -2372557.337467 + Penalty 3291.557859 = -2369265.779608
  nChanged 1
		SP:Iteration 22Q (120201.700000 sec): 3 clusters
  Score: Raw -2372559.084895 + Penalty 3291.557859 = -2369267.527036
  nChanged 3
		SP:Iteration 23Q (120201.980000 sec): 3 clusters
  Score: Raw -2372561.756857 + Penalty 3291.557859 = -2369270.198998
  nChanged 2
		SP:Iteration 24Q (120202.260000 sec): 3 clusters
  Score: Raw -2372564.839750 + Penalty 3291.557859 = -2369273.281891
  nChanged 3
		SP:Iteration 25Q (120202.580000 sec): 3 clusters
  Score: Raw -2372566.613267 + Penalty 3291.557859 = -2369275.055408
  nChanged 1
		SP:Iteration 26Q (120202.860000 sec): 3 clusters
  Score: Raw -2372567.178326 + Penalty 3291.557859 = -2369275.620467
  nChanged 1
		SP:Iteration 27Q (120203.180000 sec): 3 clusters
  Score: Raw -2372567.627134 + Penalty 3291.557859 = -2369276.069275
  nChanged 1
		SP:Iteration 28Q (120203.460000 sec): 3 clusters
  Score: Raw -2372568.666247 + Penalty 3291.557859 = -2369277.108388
  nChanged 0
		SP:Iteration 29F (120203.780000 sec): 3 clusters
  Score: Raw -2372568.666247 + Penalty 3291.557859 = -2369277.108388
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (7727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120203.900000 sec): 2 clusters
  Score: Raw -656452.866003 + Penalty 1454.777345 = -654998.088658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120204.100000 sec): 3 clusters
  Score: Raw -652207.791256 + Penalty 2909.554690 = -649298.236567
  nChanged 3275
		SP:Iteration 1F (120204.300000 sec): 3 clusters
  Score: Raw -654641.712642 + Penalty 2909.554690 = -651732.157952
  nChanged 821
		SP:Iteration 2F (120204.500000 sec): 3 clusters
  Score: Raw -655663.714175 + Penalty 2909.554690 = -652754.159485
  nChanged 772
		SP:Iteration 3F (120204.700000 sec): 3 clusters
  Score: Raw -656519.222175 + Penalty 2909.554690 = -653609.667486
  nChanged 636
		SP:Iteration 4F (120204.890000 sec): 3 clusters
  Score: Raw -657142.405079 + Penalty 2909.554690 = -654232.850389
  nChanged 480
		SP:Iteration 5F (120205.090000 sec): 3 clusters
  Score: Raw -657510.886338 + Penalty 2909.554690 = -654601.331649
  nChanged 333
		SP:Iteration 6Q (120205.290000 sec): 3 clusters
  Score: Raw -657742.882614 + Penalty 2909.554690 = -654833.327925
  nChanged 247
		SP:Iteration 7Q (120205.490000 sec): 3 clusters
  Score: Raw -657939.675960 + Penalty 2909.554690 = -655030.121271
  nChanged 214
		SP:Iteration 8Q (120205.630000 sec): 3 clusters
  Score: Raw -658062.603891 + Penalty 2909.554690 = -655153.049201
  nChanged 176
		SP:Iteration 9Q (120205.740000 sec): 3 clusters
  Score: Raw -658136.788381 + Penalty 2909.554690 = -655227.233691
  nChanged 105
		SP:Iteration 10Q (120205.960000 sec): 3 clusters
  Score: Raw -658175.980682 + Penalty 2909.554690 = -655266.425993
  nChanged 72
		SP:Iteration 11Q (120206.160000 sec): 3 clusters
  Score: Raw -658196.477504 + Penalty 2909.554690 = -655286.922814
  nChanged 45
		SP:Iteration 12Q (120206.350000 sec): 3 clusters
  Score: Raw -658207.188259 + Penalty 2909.554690 = -655297.633569
  nChanged 32
		SP:Iteration 13Q (120206.540000 sec): 3 clusters
  Score: Raw -658214.001298 + Penalty 2909.554690 = -655304.446608
  nChanged 22
		SP:Iteration 14Q (120206.740000 sec): 3 clusters
  Score: Raw -658217.650965 + Penalty 2909.554690 = -655308.096275
  nChanged 14
		SP:Iteration 15Q (120206.940000 sec): 3 clusters
  Score: Raw -658219.827492 + Penalty 2909.554690 = -655310.272803
  nChanged 19
		SP:Iteration 16Q (120207.140000 sec): 3 clusters
  Score: Raw -658222.744820 + Penalty 2909.554690 = -655313.190130
  nChanged 5
		SP:Iteration 17Q (120207.340000 sec): 3 clusters
  Score: Raw -658223.125311 + Penalty 2909.554690 = -655313.570622
  nChanged 4
		SP:Iteration 18Q (120207.520000 sec): 3 clusters
  Score: Raw -658223.441646 + Penalty 2909.554690 = -655313.886956
  nChanged 1
		SP:Iteration 19Q (120207.640000 sec): 3 clusters
  Score: Raw -658223.600156 + Penalty 2909.554690 = -655314.045466
  nChanged 0
		SP:Iteration 20F (120207.850000 sec): 3 clusters
  Score: Raw -658223.600156 + Penalty 2909.554690 = -655314.045466
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 111.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (4207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120207.950000 sec): 2 clusters
  Score: Raw -361704.979617 + Penalty 1355.982076 = -360348.997541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120208.130000 sec): 3 clusters
  Score: Raw -359586.712781 + Penalty 2711.964152 = -356874.748629
  nChanged 1647
		SP:Iteration 1F (120208.310000 sec): 3 clusters
  Score: Raw -360597.331924 + Penalty 2711.964152 = -357885.367772
  nChanged 364
		SP:Iteration 2F (120208.450000 sec): 3 clusters
  Score: Raw -360839.749713 + Penalty 2711.964152 = -358127.785561
  nChanged 257
		SP:Iteration 3F (120208.520000 sec): 3 clusters
  Score: Raw -361018.919722 + Penalty 2711.964152 = -358306.955570
  nChanged 216
		SP:Iteration 4F (120208.600000 sec): 3 clusters
  Score: Raw -361165.172275 + Penalty 2711.964152 = -358453.208123
  nChanged 189
		SP:Iteration 5Q (120208.680000 sec): 3 clusters
  Score: Raw -361283.144233 + Penalty 2711.964152 = -358571.180080
  nChanged 171
		SP:Iteration 6Q (120208.760000 sec): 3 clusters
  Score: Raw -361413.021114 + Penalty 2711.964152 = -358701.056962
  nChanged 173
		SP:Iteration 7Q (120208.840000 sec): 3 clusters
  Score: Raw -361540.170262 + Penalty 2711.964152 = -358828.206109
  nChanged 150
		SP:Iteration 8Q (120208.910000 sec): 3 clusters
  Score: Raw -361663.238569 + Penalty 2711.964152 = -358951.274417
  nChanged 151
		SP:Iteration 9Q (120208.990000 sec): 3 clusters
  Score: Raw -361789.758018 + Penalty 2711.964152 = -359077.793865
  nChanged 151
		SP:Iteration 10Q (120209.070000 sec): 3 clusters
  Score: Raw -361913.887358 + Penalty 2711.964152 = -359201.923206
  nChanged 144
		SP:Iteration 11Q (120209.140000 sec): 3 clusters
  Score: Raw -362018.139097 + Penalty 2711.964152 = -359306.174945
  nChanged 107
		SP:Iteration 12Q (120209.220000 sec): 3 clusters
  Score: Raw -362096.640734 + Penalty 2711.964152 = -359384.676582
  nChanged 89
		SP:Iteration 13Q (120209.300000 sec): 3 clusters
  Score: Raw -362152.467597 + Penalty 2711.964152 = -359440.503445
  nChanged 65
		SP:Iteration 14Q (120209.380000 sec): 3 clusters
  Score: Raw -362198.189451 + Penalty 2711.964152 = -359486.225299
  nChanged 65
		SP:Iteration 15Q (120209.450000 sec): 3 clusters
  Score: Raw -362249.084825 + Penalty 2711.964152 = -359537.120673
  nChanged 49
		SP:Iteration 16Q (120209.520000 sec): 3 clusters
  Score: Raw -362282.908113 + Penalty 2711.964152 = -359570.943961
  nChanged 48
		SP:Iteration 17Q (120209.590000 sec): 3 clusters
  Score: Raw -362308.258001 + Penalty 2711.964152 = -359596.293848
  nChanged 42
		SP:Iteration 18Q (120209.670000 sec): 3 clusters
  Score: Raw -362329.867706 + Penalty 2711.964152 = -359617.903554
  nChanged 26
		SP:Iteration 19Q (120209.780000 sec): 3 clusters
  Score: Raw -362341.211166 + Penalty 2711.964152 = -359629.247014
  nChanged 25
		SP:Iteration 20F (120209.860000 sec): 3 clusters
  Score: Raw -362355.530523 + Penalty 2711.964152 = -359643.566371
  nChanged 25
		SP:Iteration 21Q (120209.930000 sec): 3 clusters
  Score: Raw -362365.770016 + Penalty 2711.964152 = -359653.805864
  nChanged 18
		SP:Iteration 22Q (120210.090000 sec): 3 clusters
  Score: Raw -362372.751825 + Penalty 2711.964152 = -359660.787673
  nChanged 24
		SP:Iteration 23Q (120210.270000 sec): 3 clusters
  Score: Raw -362381.868437 + Penalty 2711.964152 = -359669.904285
  nChanged 21
		SP:Iteration 24Q (120210.440000 sec): 3 clusters
  Score: Raw -362390.647702 + Penalty 2711.964152 = -359678.683549
  nChanged 22
		SP:Iteration 25Q (120210.620000 sec): 3 clusters
  Score: Raw -362396.907896 + Penalty 2711.964152 = -359684.943744
  nChanged 11
		SP:Iteration 26Q (120210.800000 sec): 3 clusters
  Score: Raw -362401.796165 + Penalty 2711.964152 = -359689.832013
  nChanged 11
		SP:Iteration 27Q (120210.970000 sec): 3 clusters
  Score: Raw -362406.079358 + Penalty 2711.964152 = -359694.115205
  nChanged 10
		SP:Iteration 28Q (120211.160000 sec): 3 clusters
  Score: Raw -362409.170794 + Penalty 2711.964152 = -359697.206641
  nChanged 6
		SP:Iteration 29Q (120211.320000 sec): 3 clusters
  Score: Raw -362411.045273 + Penalty 2711.964152 = -359699.081121
  nChanged 3
		SP:Iteration 30Q (120211.500000 sec): 3 clusters
  Score: Raw -362412.646837 + Penalty 2711.964152 = -359700.682685
  nChanged 7
		SP:Iteration 31Q (120211.670000 sec): 3 clusters
  Score: Raw -362415.266971 + Penalty 2711.964152 = -359703.302819
  nChanged 3
		SP:Iteration 32Q (120211.850000 sec): 3 clusters
  Score: Raw -362415.807204 + Penalty 2711.964152 = -359703.843052
  nChanged 0
		SP:Iteration 33F (120212.020000 sec): 3 clusters
  Score: Raw -362415.807204 + Penalty 2711.964152 = -359703.843052
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (2275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120212.100000 sec): 2 clusters
  Score: Raw -186124.157327 + Penalty 1256.081991 = -184868.075335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120212.280000 sec): 3 clusters
  Score: Raw -185183.444010 + Penalty 2512.163983 = -182671.280027
  nChanged 833
		SP:Iteration 1F (120212.450000 sec): 3 clusters
  Score: Raw -185888.878806 + Penalty 2512.163983 = -183376.714823
  nChanged 197
		SP:Iteration 2F (120212.630000 sec): 3 clusters
  Score: Raw -186113.288757 + Penalty 2512.163983 = -183601.124775
  nChanged 135
		SP:Iteration 3F (120212.800000 sec): 3 clusters
  Score: Raw -186277.997350 + Penalty 2512.163983 = -183765.833368
  nChanged 120
		SP:Iteration 4F (120212.980000 sec): 3 clusters
  Score: Raw -186428.080155 + Penalty 2512.163983 = -183915.916172
  nChanged 105
		SP:Iteration 5Q (120213.160000 sec): 3 clusters
  Score: Raw -186553.099093 + Penalty 2512.163983 = -184040.935110
  nChanged 97
		SP:Iteration 6Q (120213.330000 sec): 3 clusters
  Score: Raw -186680.107847 + Penalty 2512.163983 = -184167.943865
  nChanged 92
		SP:Iteration 7Q (120213.510000 sec): 3 clusters
  Score: Raw -186799.940697 + Penalty 2512.163983 = -184287.776714
  nChanged 84
		SP:Iteration 8Q (120213.680000 sec): 3 clusters
  Score: Raw -186890.670146 + Penalty 2512.163983 = -184378.506164
  nChanged 67
		SP:Iteration 9Q (120213.860000 sec): 3 clusters
  Score: Raw -186961.131790 + Penalty 2512.163983 = -184448.967808
  nChanged 70
		SP:Iteration 10Q (120214.040000 sec): 3 clusters
  Score: Raw -187043.225403 + Penalty 2512.163983 = -184531.061420
  nChanged 59
		SP:Iteration 11Q (120214.210000 sec): 3 clusters
  Score: Raw -187118.566447 + Penalty 2512.163983 = -184606.402464
  nChanged 53
		SP:Iteration 12Q (120214.390000 sec): 3 clusters
  Score: Raw -187185.881215 + Penalty 2512.163983 = -184673.717233
  nChanged 52
		SP:Iteration 13Q (120214.560000 sec): 3 clusters
  Score: Raw -187252.121153 + Penalty 2512.163983 = -184739.957171
  nChanged 42
		SP:Iteration 14Q (120214.740000 sec): 3 clusters
  Score: Raw -187298.848144 + Penalty 2512.163983 = -184786.684161
  nChanged 30
		SP:Iteration 15Q (120214.920000 sec): 3 clusters
  Score: Raw -187339.682129 + Penalty 2512.163983 = -184827.518146
  nChanged 32
		SP:Iteration 16Q (120215.090000 sec): 3 clusters
  Score: Raw -187377.348659 + Penalty 2512.163983 = -184865.184677
  nChanged 26
		SP:Iteration 17Q (120215.270000 sec): 3 clusters
  Score: Raw -187401.758163 + Penalty 2512.163983 = -184889.594181
  nChanged 19
		SP:Iteration 18Q (120215.440000 sec): 3 clusters
  Score: Raw -187416.555021 + Penalty 2512.163983 = -184904.391039
  nChanged 19
		SP:Iteration 19Q (120215.620000 sec): 3 clusters
  Score: Raw -187438.337822 + Penalty 2512.163983 = -184926.173839
  nChanged 12
		SP:Iteration 20F (120215.800000 sec): 3 clusters
  Score: Raw -187449.132284 + Penalty 2512.163983 = -184936.968301
  nChanged 10
		SP:Iteration 21Q (120215.970000 sec): 3 clusters
  Score: Raw -187455.925768 + Penalty 2512.163983 = -184943.761786
  nChanged 2
		SP:Iteration 22Q (120216.150000 sec): 3 clusters
  Score: Raw -187456.923651 + Penalty 2512.163983 = -184944.759669
  nChanged 1
		SP:Iteration 23Q (120216.320000 sec): 3 clusters
  Score: Raw -187457.142118 + Penalty 2512.163983 = -184944.978135
  nChanged 0
		SP:Iteration 24F (120216.500000 sec): 3 clusters
  Score: Raw -187457.142118 + Penalty 2512.163983 = -184944.978135
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 112.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (2985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120216.600000 sec): 2 clusters
  Score: Raw -236502.998002 + Penalty 1300.220192 = -235202.777810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120216.780000 sec): 3 clusters
  Score: Raw -235166.806559 + Penalty 2600.440383 = -232566.366176
  nChanged 1118
		SP:Iteration 1F (120216.960000 sec): 3 clusters
  Score: Raw -235882.306475 + Penalty 2600.440383 = -233281.866092
  nChanged 262
		SP:Iteration 2F (120217.130000 sec): 3 clusters
  Score: Raw -236104.533408 + Penalty 2600.440383 = -233504.093024
  nChanged 203
		SP:Iteration 3F (120217.300000 sec): 3 clusters
  Score: Raw -236284.716245 + Penalty 2600.440383 = -233684.275861
  nChanged 177
		SP:Iteration 4F (120217.480000 sec): 3 clusters
  Score: Raw -236481.631955 + Penalty 2600.440383 = -233881.191572
  nChanged 168
		SP:Iteration 5F (120217.660000 sec): 3 clusters
  Score: Raw -236661.379526 + Penalty 2600.440383 = -234060.939143
  nChanged 149
		SP:Iteration 6Q (120217.830000 sec): 3 clusters
  Score: Raw -236804.735087 + Penalty 2600.440383 = -234204.294704
  nChanged 111
		SP:Iteration 7Q (120218.010000 sec): 3 clusters
  Score: Raw -236872.624698 + Penalty 2600.440383 = -234272.184315
  nChanged 70
		SP:Iteration 8Q (120218.180000 sec): 3 clusters
  Score: Raw -236914.383181 + Penalty 2600.440383 = -234313.942798
  nChanged 47
		SP:Iteration 9Q (120218.360000 sec): 3 clusters
  Score: Raw -236939.527588 + Penalty 2600.440383 = -234339.087204
  nChanged 40
		SP:Iteration 10Q (120218.540000 sec): 3 clusters
  Score: Raw -236958.450228 + Penalty 2600.440383 = -234358.009845
  nChanged 34
		SP:Iteration 11Q (120218.710000 sec): 3 clusters
  Score: Raw -236972.973146 + Penalty 2600.440383 = -234372.532763
  nChanged 18
		SP:Iteration 12Q (120218.890000 sec): 3 clusters
  Score: Raw -236980.048319 + Penalty 2600.440383 = -234379.607935
  nChanged 20
		SP:Iteration 13Q (120219.060000 sec): 3 clusters
  Score: Raw -236989.882692 + Penalty 2600.440383 = -234389.442308
  nChanged 18
		SP:Iteration 14Q (120219.240000 sec): 3 clusters
  Score: Raw -236997.412955 + Penalty 2600.440383 = -234396.972572
  nChanged 18
		SP:Iteration 15Q (120219.420000 sec): 3 clusters
  Score: Raw -237004.328650 + Penalty 2600.440383 = -234403.888267
  nChanged 12
		SP:Iteration 16Q (120219.590000 sec): 3 clusters
  Score: Raw -237007.568985 + Penalty 2600.440383 = -234407.128601
  nChanged 6
		SP:Iteration 17Q (120219.770000 sec): 3 clusters
  Score: Raw -237009.659684 + Penalty 2600.440383 = -234409.219301
  nChanged 4
		SP:Iteration 18Q (120219.940000 sec): 3 clusters
  Score: Raw -237010.923801 + Penalty 2600.440383 = -234410.483417
  nChanged 5
		SP:Iteration 19Q (120220.120000 sec): 3 clusters
  Score: Raw -237013.447454 + Penalty 2600.440383 = -234413.007070
  nChanged 11
		SP:Iteration 20F (120220.280000 sec): 3 clusters
  Score: Raw -237016.995988 + Penalty 2600.440383 = -234416.555605
  nChanged 7
		SP:Iteration 21Q (120220.450000 sec): 3 clusters
  Score: Raw -237018.666154 + Penalty 2600.440383 = -234418.225771
  nChanged 5
		SP:Iteration 22Q (120220.610000 sec): 3 clusters
  Score: Raw -237019.938473 + Penalty 2600.440383 = -234419.498089
  nChanged 4
		SP:Iteration 23Q (120220.770000 sec): 3 clusters
  Score: Raw -237022.618194 + Penalty 2600.440383 = -234422.177811
  nChanged 6
		SP:Iteration 24Q (120220.940000 sec): 3 clusters
  Score: Raw -237025.396137 + Penalty 2600.440383 = -234424.955754
  nChanged 6
		SP:Iteration 25Q (120221.100000 sec): 3 clusters
  Score: Raw -237027.576562 + Penalty 2600.440383 = -234427.136179
  nChanged 3
		SP:Iteration 26Q (120221.260000 sec): 3 clusters
  Score: Raw -237028.653201 + Penalty 2600.440383 = -234428.212818
  nChanged 4
		SP:Iteration 27Q (120221.420000 sec): 3 clusters
  Score: Raw -237029.428310 + Penalty 2600.440383 = -234428.987926
  nChanged 4
		SP:Iteration 28Q (120221.580000 sec): 3 clusters
  Score: Raw -237030.620443 + Penalty 2600.440383 = -234430.180060
  nChanged 5
		SP:Iteration 29Q (120221.740000 sec): 3 clusters
  Score: Raw -237032.255290 + Penalty 2600.440383 = -234431.814907
  nChanged 4
		SP:Iteration 30Q (120221.900000 sec): 3 clusters
  Score: Raw -237033.230418 + Penalty 2600.440383 = -234432.790034
  nChanged 3
		SP:Iteration 31Q (120222.060000 sec): 3 clusters
  Score: Raw -237033.964080 + Penalty 2600.440383 = -234433.523697
  nChanged 0
		SP:Iteration 32F (120222.220000 sec): 3 clusters
  Score: Raw -237033.964080 + Penalty 2600.440383 = -234433.523697
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (7887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120222.340000 sec): 2 clusters
  Score: Raw -679162.017886 + Penalty 1458.107806 = -677703.910080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120222.530000 sec): 3 clusters
  Score: Raw -674948.516116 + Penalty 2916.215612 = -672032.300504
  nChanged 3383
		SP:Iteration 1F (120222.720000 sec): 3 clusters
  Score: Raw -677203.374986 + Penalty 2916.215612 = -674287.159374
  nChanged 800
		SP:Iteration 2F (120222.920000 sec): 3 clusters
  Score: Raw -677894.072213 + Penalty 2916.215612 = -674977.856601
  nChanged 658
		SP:Iteration 3F (120223.120000 sec): 3 clusters
  Score: Raw -678429.192237 + Penalty 2916.215612 = -675512.976626
  nChanged 522
		SP:Iteration 4F (120223.320000 sec): 3 clusters
  Score: Raw -678791.767618 + Penalty 2916.215612 = -675875.552006
  nChanged 399
		SP:Iteration 5F (120223.510000 sec): 3 clusters
  Score: Raw -679030.125709 + Penalty 2916.215612 = -676113.910097
  nChanged 301
		SP:Iteration 6Q (120223.710000 sec): 3 clusters
  Score: Raw -679175.323470 + Penalty 2916.215612 = -676259.107858
  nChanged 224
		SP:Iteration 7Q (120223.910000 sec): 3 clusters
  Score: Raw -679275.431166 + Penalty 2916.215612 = -676359.215554
  nChanged 163
		SP:Iteration 8Q (120224.110000 sec): 3 clusters
  Score: Raw -679343.163536 + Penalty 2916.215612 = -676426.947925
  nChanged 137
		SP:Iteration 9Q (120224.300000 sec): 3 clusters
  Score: Raw -679389.571124 + Penalty 2916.215612 = -676473.355512
  nChanged 111
		SP:Iteration 10Q (120224.500000 sec): 3 clusters
  Score: Raw -679427.503524 + Penalty 2916.215612 = -676511.287912
  nChanged 103
		SP:Iteration 11Q (120224.700000 sec): 3 clusters
  Score: Raw -679462.895864 + Penalty 2916.215612 = -676546.680252
  nChanged 98
		SP:Iteration 12Q (120224.900000 sec): 3 clusters
  Score: Raw -679498.432838 + Penalty 2916.215612 = -676582.217227
  nChanged 95
		SP:Iteration 13Q (120225.100000 sec): 3 clusters
  Score: Raw -679536.310112 + Penalty 2916.215612 = -676620.094500
  nChanged 88
		SP:Iteration 14Q (120225.300000 sec): 3 clusters
  Score: Raw -679563.091021 + Penalty 2916.215612 = -676646.875409
  nChanged 88
		SP:Iteration 15Q (120225.490000 sec): 3 clusters
  Score: Raw -679595.442234 + Penalty 2916.215612 = -676679.226622
  nChanged 84
		SP:Iteration 16Q (120225.700000 sec): 3 clusters
  Score: Raw -679625.621041 + Penalty 2916.215612 = -676709.405429
  nChanged 69
		SP:Iteration 17Q (120225.890000 sec): 3 clusters
  Score: Raw -679644.272613 + Penalty 2916.215612 = -676728.057001
  nChanged 55
		SP:Iteration 18Q (120226.080000 sec): 3 clusters
  Score: Raw -679657.089821 + Penalty 2916.215612 = -676740.874209
  nChanged 35
		SP:Iteration 19Q (120226.280000 sec): 3 clusters
  Score: Raw -679664.276215 + Penalty 2916.215612 = -676748.060603
  nChanged 35
		SP:Iteration 20F (120226.480000 sec): 3 clusters
  Score: Raw -679671.913665 + Penalty 2916.215612 = -676755.698053
  nChanged 34
		SP:Iteration 21Q (120226.680000 sec): 3 clusters
  Score: Raw -679680.588495 + Penalty 2916.215612 = -676764.372883
  nChanged 36
		SP:Iteration 22Q (120226.880000 sec): 3 clusters
  Score: Raw -679692.183144 + Penalty 2916.215612 = -676775.967533
  nChanged 43
		SP:Iteration 23Q (120227.080000 sec): 3 clusters
  Score: Raw -679704.673873 + Penalty 2916.215612 = -676788.458261
  nChanged 48
		SP:Iteration 24Q (120227.310000 sec): 3 clusters
  Score: Raw -679715.488644 + Penalty 2916.215612 = -676799.273032
  nChanged 43
		SP:Iteration 25Q (120227.520000 sec): 3 clusters
  Score: Raw -679722.936508 + Penalty 2916.215612 = -676806.720896
  nChanged 32
		SP:Iteration 26Q (120227.720000 sec): 3 clusters
  Score: Raw -679729.093886 + Penalty 2916.215612 = -676812.878274
  nChanged 30
		SP:Iteration 27Q (120227.910000 sec): 3 clusters
  Score: Raw -679734.204992 + Penalty 2916.215612 = -676817.989380
  nChanged 25
		SP:Iteration 28Q (120228.110000 sec): 3 clusters
  Score: Raw -679738.653015 + Penalty 2916.215612 = -676822.437403
  nChanged 20
		SP:Iteration 29Q (120228.310000 sec): 3 clusters
  Score: Raw -679742.187986 + Penalty 2916.215612 = -676825.972375
  nChanged 19
		SP:Iteration 30Q (120228.510000 sec): 3 clusters
  Score: Raw -679745.018993 + Penalty 2916.215612 = -676828.803381
  nChanged 13
		SP:Iteration 31Q (120228.700000 sec): 3 clusters
  Score: Raw -679747.057743 + Penalty 2916.215612 = -676830.842131
  nChanged 10
		SP:Iteration 32Q (120228.900000 sec): 3 clusters
  Score: Raw -679748.775534 + Penalty 2916.215612 = -676832.559922
  nChanged 12
		SP:Iteration 33Q (120229.150000 sec): 3 clusters
  Score: Raw -679750.962557 + Penalty 2916.215612 = -676834.746946
  nChanged 13
		SP:Iteration 34Q (120229.300000 sec): 3 clusters
  Score: Raw -679753.128601 + Penalty 2916.215612 = -676836.912989
  nChanged 15
		SP:Iteration 35Q (120229.500000 sec): 3 clusters
  Score: Raw -679756.452678 + Penalty 2916.215612 = -676840.237066
  nChanged 21
		SP:Iteration 36Q (120229.660000 sec): 3 clusters
  Score: Raw -679760.066630 + Penalty 2916.215612 = -676843.851018
  nChanged 16
		SP:Iteration 37Q (120229.880000 sec): 3 clusters
  Score: Raw -679762.280536 + Penalty 2916.215612 = -676846.064924
  nChanged 12
		SP:Iteration 38Q (120230.080000 sec): 3 clusters
  Score: Raw -679764.003555 + Penalty 2916.215612 = -676847.787943
  nChanged 13
		SP:Iteration 39Q (120230.280000 sec): 3 clusters
  Score: Raw -679765.728991 + Penalty 2916.215612 = -676849.513379
  nChanged 6
		SP:Iteration 40F (120230.430000 sec): 3 clusters
  Score: Raw -679766.538742 + Penalty 2916.215612 = -676850.323130
  nChanged 6
		SP:Iteration 41Q (120230.540000 sec): 3 clusters
  Score: Raw -679767.067662 + Penalty 2916.215612 = -676850.852050
  nChanged 3
		SP:Iteration 42Q (120230.650000 sec): 3 clusters
  Score: Raw -679767.692141 + Penalty 2916.215612 = -676851.476529
  nChanged 1
		SP:Iteration 43Q (120230.770000 sec): 3 clusters
  Score: Raw -679768.013118 + Penalty 2916.215612 = -676851.797506
  nChanged 3
		SP:Iteration 44Q (120230.980000 sec): 3 clusters
  Score: Raw -679768.378902 + Penalty 2916.215612 = -676852.163290
  nChanged 0
		SP:Iteration 45F (120231.180000 sec): 3 clusters
  Score: Raw -679768.378902 + Penalty 2916.215612 = -676852.163290
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120231.270000 sec): 2 clusters
  Score: Raw -373662.653870 + Penalty 1365.653980 = -372296.999890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120231.440000 sec): 3 clusters
  Score: Raw -371510.079894 + Penalty 2731.307960 = -368778.771934
  nChanged 1774
		SP:Iteration 1F (120231.620000 sec): 3 clusters
  Score: Raw -372869.442392 + Penalty 2731.307960 = -370138.134432
  nChanged 489
		SP:Iteration 2F (120231.800000 sec): 3 clusters
  Score: Raw -373391.248293 + Penalty 2731.307960 = -370659.940333
  nChanged 380
		SP:Iteration 3F (120231.970000 sec): 3 clusters
  Score: Raw -373768.099674 + Penalty 2731.307960 = -371036.791713
  nChanged 270
		SP:Iteration 4F (120232.060000 sec): 3 clusters
  Score: Raw -373982.290281 + Penalty 2731.307960 = -371250.982321
  nChanged 176
		SP:Iteration 5Q (120232.140000 sec): 3 clusters
  Score: Raw -374098.230921 + Penalty 2731.307960 = -371366.922960
  nChanged 133
		SP:Iteration 6Q (120232.230000 sec): 3 clusters
  Score: Raw -374187.192138 + Penalty 2731.307960 = -371455.884178
  nChanged 104
		SP:Iteration 7Q (120232.320000 sec): 3 clusters
  Score: Raw -374266.346658 + Penalty 2731.307960 = -371535.038698
  nChanged 92
		SP:Iteration 8Q (120232.410000 sec): 3 clusters
  Score: Raw -374331.968820 + Penalty 2731.307960 = -371600.660860
  nChanged 79
		SP:Iteration 9Q (120232.490000 sec): 3 clusters
  Score: Raw -374399.677222 + Penalty 2731.307960 = -371668.369262
  nChanged 80
		SP:Iteration 10Q (120232.580000 sec): 3 clusters
  Score: Raw -374458.795943 + Penalty 2731.307960 = -371727.487983
  nChanged 72
		SP:Iteration 11Q (120232.660000 sec): 3 clusters
  Score: Raw -374504.363732 + Penalty 2731.307960 = -371773.055771
  nChanged 55
		SP:Iteration 12Q (120232.750000 sec): 3 clusters
  Score: Raw -374527.795384 + Penalty 2731.307960 = -371796.487424
  nChanged 37
		SP:Iteration 13Q (120232.830000 sec): 3 clusters
  Score: Raw -374543.041180 + Penalty 2731.307960 = -371811.733220
  nChanged 30
		SP:Iteration 14Q (120232.910000 sec): 3 clusters
  Score: Raw -374556.084912 + Penalty 2731.307960 = -371824.776952
  nChanged 32
		SP:Iteration 15Q (120232.990000 sec): 3 clusters
  Score: Raw -374568.855286 + Penalty 2731.307960 = -371837.547326
  nChanged 22
		SP:Iteration 16Q (120233.070000 sec): 3 clusters
  Score: Raw -374576.497113 + Penalty 2731.307960 = -371845.189153
  nChanged 22
		SP:Iteration 17Q (120233.140000 sec): 3 clusters
  Score: Raw -374584.976830 + Penalty 2731.307960 = -371853.668870
  nChanged 16
		SP:Iteration 18Q (120233.220000 sec): 3 clusters
  Score: Raw -374590.810463 + Penalty 2731.307960 = -371859.502503
  nChanged 12
		SP:Iteration 19Q (120233.300000 sec): 3 clusters
  Score: Raw -374594.513399 + Penalty 2731.307960 = -371863.205439
  nChanged 12
		SP:Iteration 20F (120233.470000 sec): 3 clusters
  Score: Raw -374597.579281 + Penalty 2731.307960 = -371866.271320
  nChanged 8
		SP:Iteration 21Q (120233.550000 sec): 3 clusters
  Score: Raw -374600.180483 + Penalty 2731.307960 = -371868.872523
  nChanged 7
		SP:Iteration 22Q (120233.630000 sec): 3 clusters
  Score: Raw -374601.869364 + Penalty 2731.307960 = -371870.561404
  nChanged 4
		SP:Iteration 23Q (120233.710000 sec): 3 clusters
  Score: Raw -374603.521720 + Penalty 2731.307960 = -371872.213759
  nChanged 9
		SP:Iteration 24Q (120233.790000 sec): 3 clusters
  Score: Raw -374607.010789 + Penalty 2731.307960 = -371875.702829
  nChanged 7
		SP:Iteration 25Q (120233.870000 sec): 3 clusters
  Score: Raw -374610.312887 + Penalty 2731.307960 = -371879.004927
  nChanged 11
		SP:Iteration 26Q (120233.940000 sec): 3 clusters
  Score: Raw -374616.213996 + Penalty 2731.307960 = -371884.906036
  nChanged 17
		SP:Iteration 27Q (120234.020000 sec): 3 clusters
  Score: Raw -374625.553286 + Penalty 2731.307960 = -371894.245326
  nChanged 16
		SP:Iteration 28Q (120234.180000 sec): 3 clusters
  Score: Raw -374632.711793 + Penalty 2731.307960 = -371901.403832
  nChanged 11
		SP:Iteration 29Q (120234.260000 sec): 3 clusters
  Score: Raw -374637.566337 + Penalty 2731.307960 = -371906.258377
  nChanged 15
		SP:Iteration 30Q (120234.340000 sec): 3 clusters
  Score: Raw -374642.523016 + Penalty 2731.307960 = -371911.215056
  nChanged 13
		SP:Iteration 31Q (120234.420000 sec): 3 clusters
  Score: Raw -374647.541617 + Penalty 2731.307960 = -371916.233657
  nChanged 13
		SP:Iteration 32Q (120234.500000 sec): 3 clusters
  Score: Raw -374655.164333 + Penalty 2731.307960 = -371923.856373
  nChanged 16
		SP:Iteration 33Q (120234.580000 sec): 3 clusters
  Score: Raw -374661.456911 + Penalty 2731.307960 = -371930.148950
  nChanged 9
		SP:Iteration 34Q (120234.650000 sec): 3 clusters
  Score: Raw -374666.144843 + Penalty 2731.307960 = -371934.836882
  nChanged 10
		SP:Iteration 35Q (120234.730000 sec): 3 clusters
  Score: Raw -374670.650170 + Penalty 2731.307960 = -371939.342210
  nChanged 12
		SP:Iteration 36Q (120234.920000 sec): 3 clusters
  Score: Raw -374675.525041 + Penalty 2731.307960 = -371944.217081
  nChanged 7
		SP:Iteration 37Q (120235.090000 sec): 3 clusters
  Score: Raw -374677.068898 + Penalty 2731.307960 = -371945.760937
  nChanged 3
		SP:Iteration 38Q (120235.270000 sec): 3 clusters
  Score: Raw -374678.813215 + Penalty 2731.307960 = -371947.505255
  nChanged 5
		SP:Iteration 39Q (120235.450000 sec): 3 clusters
  Score: Raw -374680.739319 + Penalty 2731.307960 = -371949.431358
  nChanged 5
		SP:Iteration 40F (120235.620000 sec): 3 clusters
  Score: Raw -374683.103002 + Penalty 2731.307960 = -371951.795042
  nChanged 10
		SP:Iteration 41Q (120235.800000 sec): 3 clusters
  Score: Raw -374686.646527 + Penalty 2731.307960 = -371955.338567
  nChanged 7
		SP:Iteration 42Q (120235.970000 sec): 3 clusters
  Score: Raw -374689.459161 + Penalty 2731.307960 = -371958.151201
  nChanged 7
		SP:Iteration 43Q (120236.150000 sec): 3 clusters
  Score: Raw -374691.498800 + Penalty 2731.307960 = -371960.190840
  nChanged 9
		SP:Iteration 44Q (120236.330000 sec): 3 clusters
  Score: Raw -374695.677988 + Penalty 2731.307960 = -371964.370028
  nChanged 10
		SP:Iteration 45Q (120236.500000 sec): 3 clusters
  Score: Raw -374700.509223 + Penalty 2731.307960 = -371969.201262
  nChanged 13
		SP:Iteration 46Q (120236.670000 sec): 3 clusters
  Score: Raw -374707.088215 + Penalty 2731.307960 = -371975.780255
  nChanged 9
		SP:Iteration 47Q (120236.850000 sec): 3 clusters
  Score: Raw -374710.833635 + Penalty 2731.307960 = -371979.525674
  nChanged 9
		SP:Iteration 48Q (120237.030000 sec): 3 clusters
  Score: Raw -374714.185735 + Penalty 2731.307960 = -371982.877774
  nChanged 11
		SP:Iteration 49Q (120237.200000 sec): 3 clusters
  Score: Raw -374717.610743 + Penalty 2731.307960 = -371986.302783
  nChanged 7
		SP:Iteration 50Q (120237.380000 sec): 3 clusters
  Score: Raw -374720.514455 + Penalty 2731.307960 = -371989.206495
  nChanged 7
		SP:Iteration 51Q (120237.550000 sec): 3 clusters
  Score: Raw -374723.127292 + Penalty 2731.307960 = -371991.819331
  nChanged 7
		SP:Iteration 52Q (120237.730000 sec): 3 clusters
  Score: Raw -374726.431151 + Penalty 2731.307960 = -371995.123191
  nChanged 13
		SP:Iteration 53Q (120237.910000 sec): 3 clusters
  Score: Raw -374732.605486 + Penalty 2731.307960 = -372001.297526
  nChanged 13
		SP:Iteration 54Q (120238.080000 sec): 3 clusters
  Score: Raw -374736.896414 + Penalty 2731.307960 = -372005.588454
  nChanged 8
		SP:Iteration 55Q (120238.260000 sec): 3 clusters
  Score: Raw -374739.027817 + Penalty 2731.307960 = -372007.719857
  nChanged 5
		SP:Iteration 56Q (120238.430000 sec): 3 clusters
  Score: Raw -374741.333835 + Penalty 2731.307960 = -372010.025875
  nChanged 5
		SP:Iteration 57Q (120238.610000 sec): 3 clusters
  Score: Raw -374743.005723 + Penalty 2731.307960 = -372011.697763
  nChanged 8
		SP:Iteration 58Q (120238.790000 sec): 3 clusters
  Score: Raw -374745.090511 + Penalty 2731.307960 = -372013.782551
  nChanged 5
		SP:Iteration 59Q (120238.960000 sec): 3 clusters
  Score: Raw -374746.424747 + Penalty 2731.307960 = -372015.116786
  nChanged 3
		SP:Iteration 60F (120239.140000 sec): 3 clusters
  Score: Raw -374747.894347 + Penalty 2731.307960 = -372016.586387
  nChanged 6
		SP:Iteration 61Q (120239.310000 sec): 3 clusters
  Score: Raw -374750.068546 + Penalty 2731.307960 = -372018.760586
  nChanged 5
		SP:Iteration 62Q (120239.490000 sec): 3 clusters
  Score: Raw -374752.138096 + Penalty 2731.307960 = -372020.830136
  nChanged 7
		SP:Iteration 63Q (120239.670000 sec): 3 clusters
  Score: Raw -374755.068164 + Penalty 2731.307960 = -372023.760204
  nChanged 7
		SP:Iteration 64Q (120239.840000 sec): 3 clusters
  Score: Raw -374758.143913 + Penalty 2731.307960 = -372026.835952
  nChanged 6
		SP:Iteration 65Q (120239.990000 sec): 3 clusters
  Score: Raw -374759.649849 + Penalty 2731.307960 = -372028.341888
  nChanged 4
		SP:Iteration 66Q (120240.070000 sec): 3 clusters
  Score: Raw -374761.567063 + Penalty 2731.307960 = -372030.259102
  nChanged 5
		SP:Iteration 67Q (120240.150000 sec): 3 clusters
  Score: Raw -374762.852070 + Penalty 2731.307960 = -372031.544110
  nChanged 2
		SP:Iteration 68Q (120240.230000 sec): 3 clusters
  Score: Raw -374763.693208 + Penalty 2731.307960 = -372032.385248
  nChanged 2
		SP:Iteration 69Q (120240.310000 sec): 3 clusters
  Score: Raw -374764.602926 + Penalty 2731.307960 = -372033.294965
  nChanged 4
		SP:Iteration 70Q (120240.380000 sec): 3 clusters
  Score: Raw -374766.869047 + Penalty 2731.307960 = -372035.561086
  nChanged 3
		SP:Iteration 71Q (120240.550000 sec): 3 clusters
  Score: Raw -374767.782323 + Penalty 2731.307960 = -372036.474362
  nChanged 5
		SP:Iteration 72Q (120240.780000 sec): 3 clusters
  Score: Raw -374768.836123 + Penalty 2731.307960 = -372037.528163
  nChanged 1
		SP:Iteration 73Q (120240.930000 sec): 3 clusters
  Score: Raw -374769.099011 + Penalty 2731.307960 = -372037.791051
  nChanged 2
		SP:Iteration 74Q (120241.170000 sec): 3 clusters
  Score: Raw -374769.876511 + Penalty 2731.307960 = -372038.568551
  nChanged 2
		SP:Iteration 75Q (120241.310000 sec): 3 clusters
  Score: Raw -374770.593821 + Penalty 2731.307960 = -372039.285860
  nChanged 0
		SP:Iteration 76F (120241.540000 sec): 3 clusters
  Score: Raw -374770.593821 + Penalty 2731.307960 = -372039.285860
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120241.580000 sec): 2 clusters
  Score: Raw -240872.602086 + Penalty 1277.780843 = -239594.821244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120241.760000 sec): 3 clusters
  Score: Raw -239634.894500 + Penalty 2555.561685 = -237079.332814
  nChanged 992
		SP:Iteration 1F (120241.930000 sec): 3 clusters
  Score: Raw -240251.540261 + Penalty 2555.561685 = -237695.978575
  nChanged 249
		SP:Iteration 2F (120242.110000 sec): 3 clusters
  Score: Raw -240466.130102 + Penalty 2555.561685 = -237910.568417
  nChanged 201
		SP:Iteration 3F (120242.290000 sec): 3 clusters
  Score: Raw -240640.297111 + Penalty 2555.561685 = -238084.735426
  nChanged 174
		SP:Iteration 4F (120242.460000 sec): 3 clusters
  Score: Raw -240804.096037 + Penalty 2555.561685 = -238248.534351
  nChanged 138
		SP:Iteration 5F (120242.640000 sec): 3 clusters
  Score: Raw -240910.702448 + Penalty 2555.561685 = -238355.140763
  nChanged 104
		SP:Iteration 6Q (120242.810000 sec): 3 clusters
  Score: Raw -240990.437394 + Penalty 2555.561685 = -238434.875709
  nChanged 85
		SP:Iteration 7Q (120242.990000 sec): 3 clusters
  Score: Raw -241043.595239 + Penalty 2555.561685 = -238488.033553
  nChanged 53
		SP:Iteration 8Q (120243.170000 sec): 3 clusters
  Score: Raw -241071.789311 + Penalty 2555.561685 = -238516.227626
  nChanged 32
		SP:Iteration 9Q (120243.340000 sec): 3 clusters
  Score: Raw -241091.118301 + Penalty 2555.561685 = -238535.556615
  nChanged 27
		SP:Iteration 10Q (120243.520000 sec): 3 clusters
  Score: Raw -241106.598745 + Penalty 2555.561685 = -238551.037060
  nChanged 23
		SP:Iteration 11Q (120243.690000 sec): 3 clusters
  Score: Raw -241118.620384 + Penalty 2555.561685 = -238563.058698
  nChanged 16
		SP:Iteration 12Q (120243.870000 sec): 3 clusters
  Score: Raw -241127.411589 + Penalty 2555.561685 = -238571.849904
  nChanged 12
		SP:Iteration 13Q (120244.050000 sec): 3 clusters
  Score: Raw -241133.388766 + Penalty 2555.561685 = -238577.827081
  nChanged 11
		SP:Iteration 14Q (120244.220000 sec): 3 clusters
  Score: Raw -241139.148769 + Penalty 2555.561685 = -238583.587084
  nChanged 13
		SP:Iteration 15Q (120244.400000 sec): 3 clusters
  Score: Raw -241148.185020 + Penalty 2555.561685 = -238592.623335
  nChanged 14
		SP:Iteration 16Q (120244.570000 sec): 3 clusters
  Score: Raw -241156.872413 + Penalty 2555.561685 = -238601.310728
  nChanged 15
		SP:Iteration 17Q (120244.750000 sec): 3 clusters
  Score: Raw -241164.059112 + Penalty 2555.561685 = -238608.497427
  nChanged 13
		SP:Iteration 18Q (120244.930000 sec): 3 clusters
  Score: Raw -241171.900238 + Penalty 2555.561685 = -238616.338553
  nChanged 15
		SP:Iteration 19Q (120245.100000 sec): 3 clusters
  Score: Raw -241179.509756 + Penalty 2555.561685 = -238623.948071
  nChanged 13
		SP:Iteration 20F (120245.280000 sec): 3 clusters
  Score: Raw -241188.299977 + Penalty 2555.561685 = -238632.738291
  nChanged 12
		SP:Iteration 21Q (120245.410000 sec): 3 clusters
  Score: Raw -241196.134973 + Penalty 2555.561685 = -238640.573288
  nChanged 14
		SP:Iteration 22Q (120245.590000 sec): 3 clusters
  Score: Raw -241204.447125 + Penalty 2555.561685 = -238648.885440
  nChanged 15
		SP:Iteration 23Q (120245.760000 sec): 3 clusters
  Score: Raw -241212.965035 + Penalty 2555.561685 = -238657.403349
  nChanged 14
		SP:Iteration 24Q (120245.870000 sec): 3 clusters
  Score: Raw -241221.403709 + Penalty 2555.561685 = -238665.842024
  nChanged 16
		SP:Iteration 25Q (120245.920000 sec): 3 clusters
  Score: Raw -241232.331851 + Penalty 2555.561685 = -238676.770166
  nChanged 18
		SP:Iteration 26Q (120245.970000 sec): 3 clusters
  Score: Raw -241244.384761 + Penalty 2555.561685 = -238688.823076
  nChanged 16
		SP:Iteration 27Q (120246.020000 sec): 3 clusters
  Score: Raw -241251.459435 + Penalty 2555.561685 = -238695.897750
  nChanged 17
		SP:Iteration 28Q (120246.070000 sec): 3 clusters
  Score: Raw -241261.699490 + Penalty 2555.561685 = -238706.137805
  nChanged 12
		SP:Iteration 29Q (120246.130000 sec): 3 clusters
  Score: Raw -241267.057817 + Penalty 2555.561685 = -238711.496131
  nChanged 10
		SP:Iteration 30Q (120246.180000 sec): 3 clusters
  Score: Raw -241271.686219 + Penalty 2555.561685 = -238716.124533
  nChanged 9
		SP:Iteration 31Q (120246.230000 sec): 3 clusters
  Score: Raw -241275.548074 + Penalty 2555.561685 = -238719.986388
  nChanged 7
		SP:Iteration 32Q (120246.280000 sec): 3 clusters
  Score: Raw -241279.817143 + Penalty 2555.561685 = -238724.255458
  nChanged 10
		SP:Iteration 33Q (120246.330000 sec): 3 clusters
  Score: Raw -241286.303976 + Penalty 2555.561685 = -238730.742291
  nChanged 11
		SP:Iteration 34Q (120246.380000 sec): 3 clusters
  Score: Raw -241292.851078 + Penalty 2555.561685 = -238737.289393
  nChanged 8
		SP:Iteration 35Q (120246.430000 sec): 3 clusters
  Score: Raw -241297.308239 + Penalty 2555.561685 = -238741.746554
  nChanged 8
		SP:Iteration 36Q (120246.490000 sec): 3 clusters
  Score: Raw -241300.858676 + Penalty 2555.561685 = -238745.296990
  nChanged 8
		SP:Iteration 37Q (120246.540000 sec): 3 clusters
  Score: Raw -241303.302408 + Penalty 2555.561685 = -238747.740723
  nChanged 5
		SP:Iteration 38Q (120246.590000 sec): 3 clusters
  Score: Raw -241305.347312 + Penalty 2555.561685 = -238749.785626
  nChanged 6
		SP:Iteration 39Q (120246.640000 sec): 3 clusters
  Score: Raw -241307.380951 + Penalty 2555.561685 = -238751.819266
  nChanged 3
		SP:Iteration 40F (120246.690000 sec): 3 clusters
  Score: Raw -241308.567140 + Penalty 2555.561685 = -238753.005455
  nChanged 5
		SP:Iteration 41Q (120246.750000 sec): 3 clusters
  Score: Raw -241310.544280 + Penalty 2555.561685 = -238754.982595
  nChanged 6
		SP:Iteration 42Q (120246.790000 sec): 3 clusters
  Score: Raw -241313.141177 + Penalty 2555.561685 = -238757.579491
  nChanged 6
		SP:Iteration 43Q (120246.850000 sec): 3 clusters
  Score: Raw -241316.452296 + Penalty 2555.561685 = -238760.890610
  nChanged 9
		SP:Iteration 44Q (120246.900000 sec): 3 clusters
  Score: Raw -241321.489159 + Penalty 2555.561685 = -238765.927474
  nChanged 8
		SP:Iteration 45Q (120246.950000 sec): 3 clusters
  Score: Raw -241325.377268 + Penalty 2555.561685 = -238769.815582
  nChanged 6
		SP:Iteration 46Q (120247.000000 sec): 3 clusters
  Score: Raw -241327.987892 + Penalty 2555.561685 = -238772.426207
  nChanged 6
		SP:Iteration 47Q (120247.050000 sec): 3 clusters
  Score: Raw -241331.456171 + Penalty 2555.561685 = -238775.894485
  nChanged 4
		SP:Iteration 48Q (120247.110000 sec): 3 clusters
  Score: Raw -241334.583401 + Penalty 2555.561685 = -238779.021716
  nChanged 5
		SP:Iteration 49Q (120247.150000 sec): 3 clusters
  Score: Raw -241337.293396 + Penalty 2555.561685 = -238781.731710
  nChanged 5
		SP:Iteration 50Q (120247.210000 sec): 3 clusters
  Score: Raw -241340.409081 + Penalty 2555.561685 = -238784.847396
  nChanged 6
		SP:Iteration 51Q (120247.260000 sec): 3 clusters
  Score: Raw -241344.362750 + Penalty 2555.561685 = -238788.801065
  nChanged 10
		SP:Iteration 52Q (120247.310000 sec): 3 clusters
  Score: Raw -241349.366105 + Penalty 2555.561685 = -238793.804419
  nChanged 7
		SP:Iteration 53Q (120247.360000 sec): 3 clusters
  Score: Raw -241352.554456 + Penalty 2555.561685 = -238796.992771
  nChanged 5
		SP:Iteration 54Q (120247.410000 sec): 3 clusters
  Score: Raw -241355.153572 + Penalty 2555.561685 = -238799.591887
  nChanged 10
		SP:Iteration 55Q (120247.460000 sec): 3 clusters
  Score: Raw -241360.339440 + Penalty 2555.561685 = -238804.777755
  nChanged 11
		SP:Iteration 56Q (120247.510000 sec): 3 clusters
  Score: Raw -241366.273633 + Penalty 2555.561685 = -238810.711947
  nChanged 4
		SP:Iteration 57Q (120247.570000 sec): 3 clusters
  Score: Raw -241368.778792 + Penalty 2555.561685 = -238813.217106
  nChanged 10
		SP:Iteration 58Q (120247.620000 sec): 3 clusters
  Score: Raw -241373.470617 + Penalty 2555.561685 = -238817.908932
  nChanged 9
		SP:Iteration 59Q (120247.670000 sec): 3 clusters
  Score: Raw -241377.826483 + Penalty 2555.561685 = -238822.264798
  nChanged 5
		SP:Iteration 60F (120247.720000 sec): 3 clusters
  Score: Raw -241379.799204 + Penalty 2555.561685 = -238824.237518
  nChanged 2
		SP:Iteration 61Q (120247.770000 sec): 3 clusters
  Score: Raw -241380.490090 + Penalty 2555.561685 = -238824.928405
  nChanged 1
		SP:Iteration 62Q (120247.820000 sec): 3 clusters
  Score: Raw -241380.714977 + Penalty 2555.561685 = -238825.153292
  nChanged 0
		SP:Iteration 63F (120247.870000 sec): 3 clusters
  Score: Raw -241380.714977 + Penalty 2555.561685 = -238825.153292
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (8317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120247.990000 sec): 2 clusters
  Score: Raw -807876.661847 + Penalty 1466.734245 = -806409.927602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120248.220000 sec): 3 clusters
  Score: Raw -803247.338091 + Penalty 2933.468490 = -800313.869602
  nChanged 3566
		SP:Iteration 1F (120248.450000 sec): 3 clusters
  Score: Raw -805158.010114 + Penalty 2933.468490 = -802224.541624
  nChanged 523
		SP:Iteration 2F (120248.610000 sec): 3 clusters
  Score: Raw -805374.935427 + Penalty 2933.468490 = -802441.466937
  nChanged 425
		SP:Iteration 3F (120248.800000 sec): 3 clusters
  Score: Raw -805572.439286 + Penalty 2933.468490 = -802638.970796
  nChanged 383
		SP:Iteration 4Q (120249.000000 sec): 3 clusters
  Score: Raw -805766.860954 + Penalty 2933.468490 = -802833.392464
  nChanged 383
		SP:Iteration 5Q (120249.190000 sec): 3 clusters
  Score: Raw -805965.411829 + Penalty 2933.468490 = -803031.943339
  nChanged 405
		SP:Iteration 6Q (120249.390000 sec): 3 clusters
  Score: Raw -806182.870826 + Penalty 2933.468490 = -803249.402336
  nChanged 428
		SP:Iteration 7F (120249.590000 sec): 3 clusters
  Score: Raw -806423.278929 + Penalty 2933.468490 = -803489.810439
  nChanged 415
		SP:Iteration 8Q (120249.790000 sec): 3 clusters
  Score: Raw -806668.569735 + Penalty 2933.468490 = -803735.101246
  nChanged 397
		SP:Iteration 9Q (120249.990000 sec): 3 clusters
  Score: Raw -806891.844832 + Penalty 2933.468490 = -803958.376343
  nChanged 347
		SP:Iteration 10Q (120250.190000 sec): 3 clusters
  Score: Raw -807079.551011 + Penalty 2933.468490 = -804146.082521
  nChanged 264
		SP:Iteration 11Q (120250.380000 sec): 3 clusters
  Score: Raw -807230.618515 + Penalty 2933.468490 = -804297.150026
  nChanged 260
		SP:Iteration 12Q (120250.580000 sec): 3 clusters
  Score: Raw -807385.273448 + Penalty 2933.468490 = -804451.804958
  nChanged 235
		SP:Iteration 13Q (120250.780000 sec): 3 clusters
  Score: Raw -807543.231582 + Penalty 2933.468490 = -804609.763092
  nChanged 195
		SP:Iteration 14Q (120250.980000 sec): 3 clusters
  Score: Raw -807662.897564 + Penalty 2933.468490 = -804729.429074
  nChanged 142
		SP:Iteration 15Q (120251.180000 sec): 3 clusters
  Score: Raw -807759.342659 + Penalty 2933.468490 = -804825.874169
  nChanged 124
		SP:Iteration 16Q (120251.380000 sec): 3 clusters
  Score: Raw -807839.869943 + Penalty 2933.468490 = -804906.401453
  nChanged 90
		SP:Iteration 17Q (120251.580000 sec): 3 clusters
  Score: Raw -807912.839770 + Penalty 2933.468490 = -804979.371281
  nChanged 80
		SP:Iteration 18Q (120251.780000 sec): 3 clusters
  Score: Raw -807975.054047 + Penalty 2933.468490 = -805041.585557
  nChanged 58
		SP:Iteration 19Q (120251.970000 sec): 3 clusters
  Score: Raw -808012.782656 + Penalty 2933.468490 = -805079.314167
  nChanged 45
		SP:Iteration 20F (120252.170000 sec): 3 clusters
  Score: Raw -808041.012919 + Penalty 2933.468490 = -805107.544429
  nChanged 33
		SP:Iteration 21Q (120252.370000 sec): 3 clusters
  Score: Raw -808063.571846 + Penalty 2933.468490 = -805130.103356
  nChanged 22
		SP:Iteration 22Q (120252.560000 sec): 3 clusters
  Score: Raw -808082.139086 + Penalty 2933.468490 = -805148.670597
  nChanged 23
		SP:Iteration 23Q (120252.760000 sec): 3 clusters
  Score: Raw -808099.534661 + Penalty 2933.468490 = -805166.066171
  nChanged 19
		SP:Iteration 24Q (120252.960000 sec): 3 clusters
  Score: Raw -808115.423305 + Penalty 2933.468490 = -805181.954815
  nChanged 24
		SP:Iteration 25Q (120253.150000 sec): 3 clusters
  Score: Raw -808134.784277 + Penalty 2933.468490 = -805201.315787
  nChanged 20
		SP:Iteration 26Q (120253.350000 sec): 3 clusters
  Score: Raw -808151.588158 + Penalty 2933.468490 = -805218.119668
  nChanged 11
		SP:Iteration 27Q (120253.540000 sec): 3 clusters
  Score: Raw -808161.581938 + Penalty 2933.468490 = -805228.113448
  nChanged 12
		SP:Iteration 28Q (120253.740000 sec): 3 clusters
  Score: Raw -808169.513419 + Penalty 2933.468490 = -805236.044929
  nChanged 9
		SP:Iteration 29Q (120253.930000 sec): 3 clusters
  Score: Raw -808176.532520 + Penalty 2933.468490 = -805243.064030
  nChanged 3
		SP:Iteration 30Q (120254.130000 sec): 3 clusters
  Score: Raw -808177.965852 + Penalty 2933.468490 = -805244.497362
  nChanged 1
		SP:Iteration 31Q (120254.320000 sec): 3 clusters
  Score: Raw -808178.729370 + Penalty 2933.468490 = -805245.260880
  nChanged 1
		SP:Iteration 32Q (120254.520000 sec): 3 clusters
  Score: Raw -808179.622591 + Penalty 2933.468490 = -805246.154101
  nChanged 1
		SP:Iteration 33Q (120254.720000 sec): 3 clusters
  Score: Raw -808179.811921 + Penalty 2933.468490 = -805246.343432
  nChanged 0
		SP:Iteration 34F (120254.910000 sec): 3 clusters
  Score: Raw -808179.811921 + Penalty 2933.468490 = -805246.343432
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120255.020000 sec): 2 clusters
  Score: Raw -60049.219965 + Penalty 1116.552335 = -58932.667629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120255.170000 sec): 3 clusters
  Score: Raw -59826.919021 + Penalty 2233.104671 = -57593.814350
  nChanged 285
		SP:Iteration 1F (120255.340000 sec): 3 clusters
  Score: Raw -60230.020404 + Penalty 2233.104671 = -57996.915733
  nChanged 118
		SP:Iteration 2F (120255.520000 sec): 3 clusters
  Score: Raw -60447.653182 + Penalty 2233.104671 = -58214.548512
  nChanged 64
		SP:Iteration 3F (120255.700000 sec): 3 clusters
  Score: Raw -60566.683450 + Penalty 2233.104671 = -58333.578780
  nChanged 37
		SP:Iteration 4Q (120255.870000 sec): 3 clusters
  Score: Raw -60617.752715 + Penalty 2233.104671 = -58384.648044
  nChanged 21
		SP:Iteration 5Q (120256.050000 sec): 3 clusters
  Score: Raw -60651.268747 + Penalty 2233.104671 = -58418.164077
  nChanged 17
		SP:Iteration 6Q (120256.220000 sec): 3 clusters
  Score: Raw -60675.441502 + Penalty 2233.104671 = -58442.336832
  nChanged 9
		SP:Iteration 7Q (120256.400000 sec): 3 clusters
  Score: Raw -60688.469594 + Penalty 2233.104671 = -58455.364923
  nChanged 9
		SP:Iteration 8Q (120256.580000 sec): 3 clusters
  Score: Raw -60701.375140 + Penalty 2233.104671 = -58468.270469
  nChanged 11
		SP:Iteration 9Q (120256.750000 sec): 3 clusters
  Score: Raw -60712.535761 + Penalty 2233.104671 = -58479.431091
  nChanged 6
		SP:Iteration 10Q (120256.930000 sec): 3 clusters
  Score: Raw -60719.015747 + Penalty 2233.104671 = -58485.911076
  nChanged 6
		SP:Iteration 11Q (120257.100000 sec): 3 clusters
  Score: Raw -60726.229846 + Penalty 2233.104671 = -58493.125175
  nChanged 3
		SP:Iteration 12Q (120257.280000 sec): 3 clusters
  Score: Raw -60731.514704 + Penalty 2233.104671 = -58498.410033
  nChanged 3
		SP:Iteration 13Q (120257.460000 sec): 3 clusters
  Score: Raw -60733.682731 + Penalty 2233.104671 = -58500.578060
  nChanged 0
		SP:Iteration 14F (120257.630000 sec): 3 clusters
  Score: Raw -60733.682731 + Penalty 2233.104671 = -58500.578060
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (5102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120257.760000 sec): 2 clusters
  Score: Raw -364590.891732 + Penalty 1387.325534 = -363203.566198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120257.940000 sec): 3 clusters
  Score: Raw -361853.408826 + Penalty 2774.651067 = -359078.757759
  nChanged 2113
		SP:Iteration 1F (120258.110000 sec): 3 clusters
  Score: Raw -363159.679567 + Penalty 2774.651067 = -360385.028500
  nChanged 469
		SP:Iteration 2F (120258.280000 sec): 3 clusters
  Score: Raw -363513.216592 + Penalty 2774.651067 = -360738.565524
  nChanged 388
		SP:Iteration 3F (120258.460000 sec): 3 clusters
  Score: Raw -363798.993787 + Penalty 2774.651067 = -361024.342720
  nChanged 308
		SP:Iteration 4F (120258.640000 sec): 3 clusters
  Score: Raw -364037.010288 + Penalty 2774.651067 = -361262.359221
  nChanged 279
		SP:Iteration 5F (120258.820000 sec): 3 clusters
  Score: Raw -364242.826551 + Penalty 2774.651067 = -361468.175484
  nChanged 226
		SP:Iteration 6Q (120259.040000 sec): 3 clusters
  Score: Raw -364379.998850 + Penalty 2774.651067 = -361605.347783
  nChanged 175
		SP:Iteration 7Q (120259.220000 sec): 3 clusters
  Score: Raw -364490.881921 + Penalty 2774.651067 = -361716.230854
  nChanged 156
		SP:Iteration 8Q (120259.370000 sec): 3 clusters
  Score: Raw -364578.688826 + Penalty 2774.651067 = -361804.037759
  nChanged 141
		SP:Iteration 9Q (120259.550000 sec): 3 clusters
  Score: Raw -364662.314393 + Penalty 2774.651067 = -361887.663326
  nChanged 134
		SP:Iteration 10Q (120259.720000 sec): 3 clusters
  Score: Raw -364749.225543 + Penalty 2774.651067 = -361974.574476
  nChanged 118
		SP:Iteration 11Q (120259.900000 sec): 3 clusters
  Score: Raw -364813.105046 + Penalty 2774.651067 = -362038.453979
  nChanged 89
		SP:Iteration 12Q (120260.070000 sec): 3 clusters
  Score: Raw -364849.908971 + Penalty 2774.651067 = -362075.257904
  nChanged 75
		SP:Iteration 13Q (120260.250000 sec): 3 clusters
  Score: Raw -364879.467508 + Penalty 2774.651067 = -362104.816441
  nChanged 56
		SP:Iteration 14Q (120260.420000 sec): 3 clusters
  Score: Raw -364906.806219 + Penalty 2774.651067 = -362132.155152
  nChanged 56
		SP:Iteration 15Q (120260.600000 sec): 3 clusters
  Score: Raw -364935.864311 + Penalty 2774.651067 = -362161.213244
  nChanged 58
		SP:Iteration 16Q (120260.770000 sec): 3 clusters
  Score: Raw -364963.612100 + Penalty 2774.651067 = -362188.961033
  nChanged 52
		SP:Iteration 17Q (120260.950000 sec): 3 clusters
  Score: Raw -364990.116010 + Penalty 2774.651067 = -362215.464943
  nChanged 56
		SP:Iteration 18Q (120261.120000 sec): 3 clusters
  Score: Raw -365011.731536 + Penalty 2774.651067 = -362237.080469
  nChanged 40
		SP:Iteration 19Q (120261.300000 sec): 3 clusters
  Score: Raw -365027.942858 + Penalty 2774.651067 = -362253.291791
  nChanged 30
		SP:Iteration 20F (120261.470000 sec): 3 clusters
  Score: Raw -365038.090143 + Penalty 2774.651067 = -362263.439076
  nChanged 31
		SP:Iteration 21Q (120261.650000 sec): 3 clusters
  Score: Raw -365049.760472 + Penalty 2774.651067 = -362275.109405
  nChanged 27
		SP:Iteration 22Q (120261.820000 sec): 3 clusters
  Score: Raw -365058.143808 + Penalty 2774.651067 = -362283.492741
  nChanged 23
		SP:Iteration 23Q (120262.000000 sec): 3 clusters
  Score: Raw -365064.257451 + Penalty 2774.651067 = -362289.606384
  nChanged 15
		SP:Iteration 24Q (120262.170000 sec): 3 clusters
  Score: Raw -365069.371153 + Penalty 2774.651067 = -362294.720086
  nChanged 18
		SP:Iteration 25Q (120262.350000 sec): 3 clusters
  Score: Raw -365074.183352 + Penalty 2774.651067 = -362299.532285
  nChanged 19
		SP:Iteration 26Q (120262.520000 sec): 3 clusters
  Score: Raw -365079.800112 + Penalty 2774.651067 = -362305.149045
  nChanged 19
		SP:Iteration 27Q (120262.700000 sec): 3 clusters
  Score: Raw -365085.711164 + Penalty 2774.651067 = -362311.060097
  nChanged 18
		SP:Iteration 28Q (120262.880000 sec): 3 clusters
  Score: Raw -365090.838831 + Penalty 2774.651067 = -362316.187764
  nChanged 11
		SP:Iteration 29Q (120263.050000 sec): 3 clusters
  Score: Raw -365093.243171 + Penalty 2774.651067 = -362318.592104
  nChanged 14
		SP:Iteration 30Q (120263.220000 sec): 3 clusters
  Score: Raw -365095.562165 + Penalty 2774.651067 = -362320.911098
  nChanged 6
		SP:Iteration 31Q (120263.400000 sec): 3 clusters
  Score: Raw -365096.777529 + Penalty 2774.651067 = -362322.126462
  nChanged 4
		SP:Iteration 32Q (120263.560000 sec): 3 clusters
  Score: Raw -365097.435024 + Penalty 2774.651067 = -362322.783957
  nChanged 2
		SP:Iteration 33Q (120263.740000 sec): 3 clusters
  Score: Raw -365098.187760 + Penalty 2774.651067 = -362323.536693
  nChanged 3
		SP:Iteration 34Q (120263.910000 sec): 3 clusters
  Score: Raw -365098.804179 + Penalty 2774.651067 = -362324.153112
  nChanged 0
		SP:Iteration 35F (120264.090000 sec): 3 clusters
  Score: Raw -365098.804179 + Penalty 2774.651067 = -362324.153112
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (3628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120264.190000 sec): 2 clusters
  Score: Raw -309207.599044 + Penalty 1331.920982 = -307875.678062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120264.370000 sec): 3 clusters
  Score: Raw -307399.153872 + Penalty 2663.841964 = -304735.311908
  nChanged 1431
		SP:Iteration 1F (120264.550000 sec): 3 clusters
  Score: Raw -308318.661697 + Penalty 2663.841964 = -305654.819733
  nChanged 316
		SP:Iteration 2F (120264.720000 sec): 3 clusters
  Score: Raw -308574.392317 + Penalty 2663.841964 = -305910.550354
  nChanged 242
		SP:Iteration 3F (120264.840000 sec): 3 clusters
  Score: Raw -308796.315875 + Penalty 2663.841964 = -306132.473911
  nChanged 211
		SP:Iteration 4F (120264.900000 sec): 3 clusters
  Score: Raw -308989.707897 + Penalty 2663.841964 = -306325.865934
  nChanged 201
		SP:Iteration 5F (120264.970000 sec): 3 clusters
  Score: Raw -309165.675724 + Penalty 2663.841964 = -306501.833761
  nChanged 166
		SP:Iteration 6Q (120265.030000 sec): 3 clusters
  Score: Raw -309301.521700 + Penalty 2663.841964 = -306637.679736
  nChanged 140
		SP:Iteration 7Q (120265.100000 sec): 3 clusters
  Score: Raw -309436.717278 + Penalty 2663.841964 = -306772.875315
  nChanged 138
		SP:Iteration 8Q (120265.160000 sec): 3 clusters
  Score: Raw -309566.629979 + Penalty 2663.841964 = -306902.788016
  nChanged 124
		SP:Iteration 9Q (120265.220000 sec): 3 clusters
  Score: Raw -309667.582349 + Penalty 2663.841964 = -307003.740385
  nChanged 104
		SP:Iteration 10Q (120265.290000 sec): 3 clusters
  Score: Raw -309747.342190 + Penalty 2663.841964 = -307083.500227
  nChanged 92
		SP:Iteration 11Q (120265.350000 sec): 3 clusters
  Score: Raw -309806.765651 + Penalty 2663.841964 = -307142.923688
  nChanged 78
		SP:Iteration 12Q (120265.410000 sec): 3 clusters
  Score: Raw -309856.499084 + Penalty 2663.841964 = -307192.657120
  nChanged 73
		SP:Iteration 13Q (120265.470000 sec): 3 clusters
  Score: Raw -309907.538914 + Penalty 2663.841964 = -307243.696951
  nChanged 56
		SP:Iteration 14Q (120265.570000 sec): 3 clusters
  Score: Raw -309945.985689 + Penalty 2663.841964 = -307282.143725
  nChanged 47
		SP:Iteration 15Q (120265.750000 sec): 3 clusters
  Score: Raw -309977.105702 + Penalty 2663.841964 = -307313.263738
  nChanged 43
		SP:Iteration 16Q (120265.920000 sec): 3 clusters
  Score: Raw -310003.559567 + Penalty 2663.841964 = -307339.717604
  nChanged 39
		SP:Iteration 17Q (120266.100000 sec): 3 clusters
  Score: Raw -310028.896598 + Penalty 2663.841964 = -307365.054634
  nChanged 39
		SP:Iteration 18Q (120266.270000 sec): 3 clusters
  Score: Raw -310050.089547 + Penalty 2663.841964 = -307386.247583
  nChanged 20
		SP:Iteration 19Q (120266.450000 sec): 3 clusters
  Score: Raw -310062.109667 + Penalty 2663.841964 = -307398.267703
  nChanged 21
		SP:Iteration 20F (120266.630000 sec): 3 clusters
  Score: Raw -310070.495523 + Penalty 2663.841964 = -307406.653559
  nChanged 15
		SP:Iteration 21Q (120266.800000 sec): 3 clusters
  Score: Raw -310076.299903 + Penalty 2663.841964 = -307412.457939
  nChanged 9
		SP:Iteration 22Q (120266.980000 sec): 3 clusters
  Score: Raw -310080.057081 + Penalty 2663.841964 = -307416.215117
  nChanged 6
		SP:Iteration 23Q (120267.150000 sec): 3 clusters
  Score: Raw -310081.608323 + Penalty 2663.841964 = -307417.766359
  nChanged 5
		SP:Iteration 24Q (120267.330000 sec): 3 clusters
  Score: Raw -310083.920368 + Penalty 2663.841964 = -307420.078405
  nChanged 8
		SP:Iteration 25Q (120267.510000 sec): 3 clusters
  Score: Raw -310086.577867 + Penalty 2663.841964 = -307422.735903
  nChanged 6
		SP:Iteration 26Q (120267.680000 sec): 3 clusters
  Score: Raw -310088.702661 + Penalty 2663.841964 = -307424.860698
  nChanged 4
		SP:Iteration 27Q (120267.860000 sec): 3 clusters
  Score: Raw -310089.472002 + Penalty 2663.841964 = -307425.630038
  nChanged 4
		SP:Iteration 28Q (120268.030000 sec): 3 clusters
  Score: Raw -310090.248062 + Penalty 2663.841964 = -307426.406098
  nChanged 4
		SP:Iteration 29Q (120268.210000 sec): 3 clusters
  Score: Raw -310090.810851 + Penalty 2663.841964 = -307426.968888
  nChanged 4
		SP:Iteration 30Q (120268.390000 sec): 3 clusters
  Score: Raw -310092.226620 + Penalty 2663.841964 = -307428.384657
  nChanged 3
		SP:Iteration 31Q (120268.550000 sec): 3 clusters
  Score: Raw -310093.078726 + Penalty 2663.841964 = -307429.236762
  nChanged 4
		SP:Iteration 32Q (120268.740000 sec): 3 clusters
  Score: Raw -310095.167207 + Penalty 2663.841964 = -307431.325243
  nChanged 6
		SP:Iteration 33Q (120268.910000 sec): 3 clusters
  Score: Raw -310097.322344 + Penalty 2663.841964 = -307433.480380
  nChanged 5
		SP:Iteration 34Q (120269.060000 sec): 3 clusters
  Score: Raw -310098.284362 + Penalty 2663.841964 = -307434.442398
  nChanged 6
		SP:Iteration 35Q (120269.130000 sec): 3 clusters
  Score: Raw -310099.656454 + Penalty 2663.841964 = -307435.814491
  nChanged 1
		SP:Iteration 36Q (120269.190000 sec): 3 clusters
  Score: Raw -310099.824898 + Penalty 2663.841964 = -307435.982935
  nChanged 0
		SP:Iteration 37F (120269.250000 sec): 3 clusters
  Score: Raw -310099.824898 + Penalty 2663.841964 = -307435.982935
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120269.490000 sec): 2 clusters
  Score: Raw -2610633.980261 + Penalty 1665.034765 = -2608968.945496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120269.920000 sec): 3 clusters
  Score: Raw -2593368.344429 + Penalty 3330.069530 = -2590038.274898
  nChanged 12924
		SP:Iteration 1F (120270.350000 sec): 3 clusters
  Score: Raw -2600617.415710 + Penalty 3330.069530 = -2597287.346179
  nChanged 1664
		SP:Iteration 2F (120270.730000 sec): 3 clusters
  Score: Raw -2601424.561275 + Penalty 3330.069530 = -2598094.491744
  nChanged 1831
		SP:Iteration 3F (120271.160000 sec): 3 clusters
  Score: Raw -2602449.331153 + Penalty 3330.069530 = -2599119.261623
  nChanged 1939
		SP:Iteration 4F (120271.580000 sec): 3 clusters
  Score: Raw -2603611.072260 + Penalty 3330.069530 = -2600281.002730
  nChanged 1878
		SP:Iteration 5F (120271.960000 sec): 3 clusters
  Score: Raw -2604738.860676 + Penalty 3330.069530 = -2601408.791146
  nChanged 1737
		SP:Iteration 6F (120272.340000 sec): 3 clusters
  Score: Raw -2605858.392951 + Penalty 3330.069530 = -2602528.323420
  nChanged 1591
		SP:Iteration 7F (120272.770000 sec): 3 clusters
  Score: Raw -2606943.209472 + Penalty 3330.069530 = -2603613.139941
  nChanged 1457
		SP:Iteration 8F (120273.160000 sec): 3 clusters
  Score: Raw -2607985.735215 + Penalty 3330.069530 = -2604655.665685
  nChanged 1243
		SP:Iteration 9Q (120273.550000 sec): 3 clusters
  Score: Raw -2608951.857716 + Penalty 3330.069530 = -2605621.788186
  nChanged 1029
		SP:Iteration 10Q (120273.900000 sec): 3 clusters
  Score: Raw -2609770.045607 + Penalty 3330.069530 = -2606439.976076
  nChanged 721
		SP:Iteration 11Q (120274.280000 sec): 3 clusters
  Score: Raw -2610335.917310 + Penalty 3330.069530 = -2607005.847780
  nChanged 475
		SP:Iteration 12Q (120274.670000 sec): 3 clusters
  Score: Raw -2610702.977026 + Penalty 3330.069530 = -2607372.907496
  nChanged 313
		SP:Iteration 13Q (120275.030000 sec): 3 clusters
  Score: Raw -2610947.837966 + Penalty 3330.069530 = -2607617.768436
  nChanged 248
		SP:Iteration 14Q (120275.350000 sec): 3 clusters
  Score: Raw -2611131.326010 + Penalty 3330.069530 = -2607801.256480
  nChanged 169
		SP:Iteration 15Q (120275.670000 sec): 3 clusters
  Score: Raw -2611284.669247 + Penalty 3330.069530 = -2607954.599717
  nChanged 142
		SP:Iteration 16Q (120276.000000 sec): 3 clusters
  Score: Raw -2611403.010341 + Penalty 3330.069530 = -2608072.940810
  nChanged 111
		SP:Iteration 17Q (120276.320000 sec): 3 clusters
  Score: Raw -2611496.160270 + Penalty 3330.069530 = -2608166.090740
  nChanged 93
		SP:Iteration 18Q (120276.660000 sec): 3 clusters
  Score: Raw -2611554.424634 + Penalty 3330.069530 = -2608224.355104
  nChanged 63
		SP:Iteration 19Q (120277.030000 sec): 3 clusters
  Score: Raw -2611587.078471 + Penalty 3330.069530 = -2608257.008941
  nChanged 43
		SP:Iteration 20F (120277.460000 sec): 3 clusters
  Score: Raw -2611604.522186 + Penalty 3330.069530 = -2608274.452656
  nChanged 33
		SP:Iteration 21Q (120277.810000 sec): 3 clusters
  Score: Raw -2611615.499281 + Penalty 3330.069530 = -2608285.429751
  nChanged 31
		SP:Iteration 22Q (120278.150000 sec): 3 clusters
  Score: Raw -2611627.345376 + Penalty 3330.069530 = -2608297.275846
  nChanged 15
		SP:Iteration 23Q (120278.500000 sec): 3 clusters
  Score: Raw -2611631.120857 + Penalty 3330.069530 = -2608301.051326
  nChanged 8
		SP:Iteration 24Q (120278.840000 sec): 3 clusters
  Score: Raw -2611633.213571 + Penalty 3330.069530 = -2608303.144041
  nChanged 1
		SP:Iteration 25Q (120279.190000 sec): 3 clusters
  Score: Raw -2611633.306786 + Penalty 3330.069530 = -2608303.237256
  nChanged 0
		SP:Iteration 26F (120279.580000 sec): 3 clusters
  Score: Raw -2611633.306786 + Penalty 3330.069530 = -2608303.237256
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (4291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120279.660000 sec): 2 clusters
  Score: Raw -317475.894766 + Penalty 1359.194701 = -316116.700064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120279.840000 sec): 3 clusters
  Score: Raw -315369.737100 + Penalty 2718.389403 = -312651.347697
  nChanged 1684
		SP:Iteration 1F (120280.020000 sec): 3 clusters
  Score: Raw -316510.346356 + Penalty 2718.389403 = -313791.956954
  nChanged 422
		SP:Iteration 2F (120280.190000 sec): 3 clusters
  Score: Raw -316851.408001 + Penalty 2718.389403 = -314133.018598
  nChanged 298
		SP:Iteration 3F (120280.370000 sec): 3 clusters
  Score: Raw -317068.660263 + Penalty 2718.389403 = -314350.270861
  nChanged 218
		SP:Iteration 4F (120280.540000 sec): 3 clusters
  Score: Raw -317214.330657 + Penalty 2718.389403 = -314495.941254
  nChanged 193
		SP:Iteration 5Q (120280.720000 sec): 3 clusters
  Score: Raw -317349.629456 + Penalty 2718.389403 = -314631.240054
  nChanged 167
		SP:Iteration 6Q (120280.900000 sec): 3 clusters
  Score: Raw -317472.216761 + Penalty 2718.389403 = -314753.827359
  nChanged 161
		SP:Iteration 7Q (120281.070000 sec): 3 clusters
  Score: Raw -317584.782566 + Penalty 2718.389403 = -314866.393164
  nChanged 127
		SP:Iteration 8Q (120281.250000 sec): 3 clusters
  Score: Raw -317656.200991 + Penalty 2718.389403 = -314937.811589
  nChanged 99
		SP:Iteration 9Q (120281.420000 sec): 3 clusters
  Score: Raw -317708.396092 + Penalty 2718.389403 = -314990.006689
  nChanged 81
		SP:Iteration 10Q (120281.600000 sec): 3 clusters
  Score: Raw -317745.819740 + Penalty 2718.389403 = -315027.430338
  nChanged 68
		SP:Iteration 11Q (120281.780000 sec): 3 clusters
  Score: Raw -317779.554925 + Penalty 2718.389403 = -315061.165523
  nChanged 71
		SP:Iteration 12Q (120281.950000 sec): 3 clusters
  Score: Raw -317819.741862 + Penalty 2718.389403 = -315101.352459
  nChanged 77
		SP:Iteration 13Q (120282.120000 sec): 3 clusters
  Score: Raw -317864.109571 + Penalty 2718.389403 = -315145.720168
  nChanged 74
		SP:Iteration 14Q (120282.300000 sec): 3 clusters
  Score: Raw -317897.334011 + Penalty 2718.389403 = -315178.944609
  nChanged 55
		SP:Iteration 15Q (120282.480000 sec): 3 clusters
  Score: Raw -317921.578399 + Penalty 2718.389403 = -315203.188996
  nChanged 55
		SP:Iteration 16Q (120282.650000 sec): 3 clusters
  Score: Raw -317942.958297 + Penalty 2718.389403 = -315224.568894
  nChanged 36
		SP:Iteration 17Q (120282.830000 sec): 3 clusters
  Score: Raw -317956.936791 + Penalty 2718.389403 = -315238.547389
  nChanged 32
		SP:Iteration 18Q (120283.000000 sec): 3 clusters
  Score: Raw -317970.536936 + Penalty 2718.389403 = -315252.147534
  nChanged 48
		SP:Iteration 19Q (120283.180000 sec): 3 clusters
  Score: Raw -317991.206210 + Penalty 2718.389403 = -315272.816808
  nChanged 43
		SP:Iteration 20F (120283.360000 sec): 3 clusters
  Score: Raw -318009.426867 + Penalty 2718.389403 = -315291.037464
  nChanged 42
		SP:Iteration 21Q (120283.530000 sec): 3 clusters
  Score: Raw -318030.484395 + Penalty 2718.389403 = -315312.094992
  nChanged 39
		SP:Iteration 22Q (120283.710000 sec): 3 clusters
  Score: Raw -318044.254891 + Penalty 2718.389403 = -315325.865489
  nChanged 34
		SP:Iteration 23Q (120283.810000 sec): 3 clusters
  Score: Raw -318054.968527 + Penalty 2718.389403 = -315336.579125
  nChanged 29
		SP:Iteration 24Q (120283.890000 sec): 3 clusters
  Score: Raw -318064.744845 + Penalty 2718.389403 = -315346.355442
  nChanged 25
		SP:Iteration 25Q (120283.970000 sec): 3 clusters
  Score: Raw -318071.164304 + Penalty 2718.389403 = -315352.774901
  nChanged 14
		SP:Iteration 26Q (120284.060000 sec): 3 clusters
  Score: Raw -318074.323608 + Penalty 2718.389403 = -315355.934206
  nChanged 7
		SP:Iteration 27Q (120284.140000 sec): 3 clusters
  Score: Raw -318076.007008 + Penalty 2718.389403 = -315357.617606
  nChanged 8
		SP:Iteration 28Q (120284.220000 sec): 3 clusters
  Score: Raw -318077.856266 + Penalty 2718.389403 = -315359.466863
  nChanged 8
		SP:Iteration 29Q (120284.310000 sec): 3 clusters
  Score: Raw -318081.256496 + Penalty 2718.389403 = -315362.867094
  nChanged 9
		SP:Iteration 30Q (120284.390000 sec): 3 clusters
  Score: Raw -318084.519434 + Penalty 2718.389403 = -315366.130032
  nChanged 7
		SP:Iteration 31Q (120284.480000 sec): 3 clusters
  Score: Raw -318086.332874 + Penalty 2718.389403 = -315367.943471
  nChanged 8
		SP:Iteration 32Q (120284.600000 sec): 3 clusters
  Score: Raw -318087.832511 + Penalty 2718.389403 = -315369.443109
  nChanged 5
		SP:Iteration 33Q (120284.780000 sec): 3 clusters
  Score: Raw -318088.649668 + Penalty 2718.389403 = -315370.260265
  nChanged 4
		SP:Iteration 34Q (120284.950000 sec): 3 clusters
  Score: Raw -318090.175019 + Penalty 2718.389403 = -315371.785617
  nChanged 4
		SP:Iteration 35Q (120285.130000 sec): 3 clusters
  Score: Raw -318091.208011 + Penalty 2718.389403 = -315372.818609
  nChanged 6
		SP:Iteration 36Q (120285.300000 sec): 3 clusters
  Score: Raw -318092.515598 + Penalty 2718.389403 = -315374.126195
  nChanged 8
		SP:Iteration 37Q (120285.480000 sec): 3 clusters
  Score: Raw -318093.623638 + Penalty 2718.389403 = -315375.234236
  nChanged 8
		SP:Iteration 38Q (120285.660000 sec): 3 clusters
  Score: Raw -318095.276672 + Penalty 2718.389403 = -315376.887270
  nChanged 10
		SP:Iteration 39Q (120285.830000 sec): 3 clusters
  Score: Raw -318098.612687 + Penalty 2718.389403 = -315380.223285
  nChanged 11
		SP:Iteration 40F (120286.010000 sec): 3 clusters
  Score: Raw -318101.268666 + Penalty 2718.389403 = -315382.879263
  nChanged 10
		SP:Iteration 41Q (120286.180000 sec): 3 clusters
  Score: Raw -318103.935629 + Penalty 2718.389403 = -315385.546226
  nChanged 11
		SP:Iteration 42Q (120286.360000 sec): 3 clusters
  Score: Raw -318106.675715 + Penalty 2718.389403 = -315388.286312
  nChanged 8
		SP:Iteration 43Q (120286.540000 sec): 3 clusters
  Score: Raw -318107.660051 + Penalty 2718.389403 = -315389.270649
  nChanged 1
		SP:Iteration 44Q (120286.710000 sec): 3 clusters
  Score: Raw -318107.760752 + Penalty 2718.389403 = -315389.371349
  nChanged 0
		SP:Iteration 45F (120286.890000 sec): 3 clusters
  Score: Raw -318107.760752 + Penalty 2718.389403 = -315389.371349
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 75 (4886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120286.980000 sec): 2 clusters
  Score: Raw -341011.231173 + Penalty 1380.296003 = -339630.935170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120287.160000 sec): 3 clusters
  Score: Raw -338523.227732 + Penalty 2760.592007 = -335762.635726
  nChanged 1967
		SP:Iteration 1F (120287.330000 sec): 3 clusters
  Score: Raw -339976.982096 + Penalty 2760.592007 = -337216.390089
  nChanged 479
		SP:Iteration 2F (120287.510000 sec): 3 clusters
  Score: Raw -340378.630839 + Penalty 2760.592007 = -337618.038832
  nChanged 347
		SP:Iteration 3F (120287.680000 sec): 3 clusters
  Score: Raw -340645.969841 + Penalty 2760.592007 = -337885.377834
  nChanged 270
		SP:Iteration 4F (120287.860000 sec): 3 clusters
  Score: Raw -340834.327280 + Penalty 2760.592007 = -338073.735273
  nChanged 202
		SP:Iteration 5Q (120288.030000 sec): 3 clusters
  Score: Raw -340971.238966 + Penalty 2760.592007 = -338210.646959
  nChanged 169
		SP:Iteration 6Q (120288.210000 sec): 3 clusters
  Score: Raw -341074.155064 + Penalty 2760.592007 = -338313.563057
  nChanged 159
		SP:Iteration 7Q (120288.380000 sec): 3 clusters
  Score: Raw -341164.351722 + Penalty 2760.592007 = -338403.759715
  nChanged 117
		SP:Iteration 8Q (120288.560000 sec): 3 clusters
  Score: Raw -341225.155291 + Penalty 2760.592007 = -338464.563284
  nChanged 83
		SP:Iteration 9Q (120288.740000 sec): 3 clusters
  Score: Raw -341265.843110 + Penalty 2760.592007 = -338505.251103
  nChanged 77
		SP:Iteration 10Q (120288.910000 sec): 3 clusters
  Score: Raw -341295.290728 + Penalty 2760.592007 = -338534.698722
  nChanged 59
		SP:Iteration 11Q (120289.090000 sec): 3 clusters
  Score: Raw -341319.028841 + Penalty 2760.592007 = -338558.436835
  nChanged 45
		SP:Iteration 12Q (120289.260000 sec): 3 clusters
  Score: Raw -341336.535042 + Penalty 2760.592007 = -338575.943035
  nChanged 44
		SP:Iteration 13Q (120289.440000 sec): 3 clusters
  Score: Raw -341349.812972 + Penalty 2760.592007 = -338589.220965
  nChanged 30
		SP:Iteration 14Q (120289.620000 sec): 3 clusters
  Score: Raw -341357.736744 + Penalty 2760.592007 = -338597.144737
  nChanged 25
		SP:Iteration 15Q (120289.790000 sec): 3 clusters
  Score: Raw -341364.833783 + Penalty 2760.592007 = -338604.241776
  nChanged 23
		SP:Iteration 16Q (120289.960000 sec): 3 clusters
  Score: Raw -341370.730419 + Penalty 2760.592007 = -338610.138413
  nChanged 18
		SP:Iteration 17Q (120290.140000 sec): 3 clusters
  Score: Raw -341377.705761 + Penalty 2760.592007 = -338617.113754
  nChanged 25
		SP:Iteration 18Q (120290.320000 sec): 3 clusters
  Score: Raw -341384.167969 + Penalty 2760.592007 = -338623.575962
  nChanged 26
		SP:Iteration 19Q (120290.490000 sec): 3 clusters
  Score: Raw -341393.033617 + Penalty 2760.592007 = -338632.441610
  nChanged 34
		SP:Iteration 20F (120290.670000 sec): 3 clusters
  Score: Raw -341403.218376 + Penalty 2760.592007 = -338642.626369
  nChanged 24
		SP:Iteration 21Q (120290.840000 sec): 3 clusters
  Score: Raw -341411.411762 + Penalty 2760.592007 = -338650.819755
  nChanged 25
		SP:Iteration 22Q (120291.020000 sec): 3 clusters
  Score: Raw -341419.996258 + Penalty 2760.592007 = -338659.404251
  nChanged 26
		SP:Iteration 23Q (120291.200000 sec): 3 clusters
  Score: Raw -341431.355734 + Penalty 2760.592007 = -338670.763727
  nChanged 30
		SP:Iteration 24Q (120291.370000 sec): 3 clusters
  Score: Raw -341445.267873 + Penalty 2760.592007 = -338684.675866
  nChanged 34
		SP:Iteration 25Q (120291.550000 sec): 3 clusters
  Score: Raw -341456.724653 + Penalty 2760.592007 = -338696.132646
  nChanged 30
		SP:Iteration 26Q (120291.720000 sec): 3 clusters
  Score: Raw -341467.762959 + Penalty 2760.592007 = -338707.170953
  nChanged 27
		SP:Iteration 27Q (120291.900000 sec): 3 clusters
  Score: Raw -341479.447630 + Penalty 2760.592007 = -338718.855623
  nChanged 28
		SP:Iteration 28Q (120292.120000 sec): 3 clusters
  Score: Raw -341488.331463 + Penalty 2760.592007 = -338727.739457
  nChanged 29
		SP:Iteration 29Q (120292.260000 sec): 3 clusters
  Score: Raw -341497.381819 + Penalty 2760.592007 = -338736.789813
  nChanged 31
		SP:Iteration 30Q (120292.440000 sec): 3 clusters
  Score: Raw -341507.739244 + Penalty 2760.592007 = -338747.147237
  nChanged 25
		SP:Iteration 31Q (120292.610000 sec): 3 clusters
  Score: Raw -341515.345506 + Penalty 2760.592007 = -338754.753499
  nChanged 18
		SP:Iteration 32Q (120292.770000 sec): 3 clusters
  Score: Raw -341521.090075 + Penalty 2760.592007 = -338760.498068
  nChanged 23
		SP:Iteration 33Q (120292.960000 sec): 3 clusters
  Score: Raw -341526.808740 + Penalty 2760.592007 = -338766.216733
  nChanged 16
		SP:Iteration 34Q (120293.140000 sec): 3 clusters
  Score: Raw -341532.058359 + Penalty 2760.592007 = -338771.466352
  nChanged 22
		SP:Iteration 35Q (120293.310000 sec): 3 clusters
  Score: Raw -341539.517766 + Penalty 2760.592007 = -338778.925760
  nChanged 18
		SP:Iteration 36Q (120293.490000 sec): 3 clusters
  Score: Raw -341546.252025 + Penalty 2760.592007 = -338785.660018
  nChanged 26
		SP:Iteration 37Q (120293.660000 sec): 3 clusters
  Score: Raw -341554.263267 + Penalty 2760.592007 = -338793.671260
  nChanged 18
		SP:Iteration 38Q (120293.840000 sec): 3 clusters
  Score: Raw -341559.014974 + Penalty 2760.592007 = -338798.422967
  nChanged 13
		SP:Iteration 39Q (120294.020000 sec): 3 clusters
  Score: Raw -341562.843571 + Penalty 2760.592007 = -338802.251564
  nChanged 15
		SP:Iteration 40F (120294.190000 sec): 3 clusters
  Score: Raw -341567.431184 + Penalty 2760.592007 = -338806.839177
  nChanged 22
		SP:Iteration 41Q (120294.370000 sec): 3 clusters
  Score: Raw -341573.764061 + Penalty 2760.592007 = -338813.172054
  nChanged 21
		SP:Iteration 42Q (120294.540000 sec): 3 clusters
  Score: Raw -341580.001368 + Penalty 2760.592007 = -338819.409361
  nChanged 13
		SP:Iteration 43Q (120294.720000 sec): 3 clusters
  Score: Raw -341583.318003 + Penalty 2760.592007 = -338822.725997
  nChanged 9
		SP:Iteration 44Q (120294.900000 sec): 3 clusters
  Score: Raw -341585.831496 + Penalty 2760.592007 = -338825.239489
  nChanged 12
		SP:Iteration 45Q (120295.070000 sec): 3 clusters
  Score: Raw -341589.899893 + Penalty 2760.592007 = -338829.307886
  nChanged 9
		SP:Iteration 46Q (120295.240000 sec): 3 clusters
  Score: Raw -341592.142233 + Penalty 2760.592007 = -338831.550226
  nChanged 10
		SP:Iteration 47Q (120295.420000 sec): 3 clusters
  Score: Raw -341594.666001 + Penalty 2760.592007 = -338834.073994
  nChanged 9
		SP:Iteration 48Q (120295.600000 sec): 3 clusters
  Score: Raw -341596.579646 + Penalty 2760.592007 = -338835.987639
  nChanged 8
		SP:Iteration 49Q (120295.770000 sec): 3 clusters
  Score: Raw -341599.525742 + Penalty 2760.592007 = -338838.933735
  nChanged 11
		SP:Iteration 50Q (120295.950000 sec): 3 clusters
  Score: Raw -341602.035008 + Penalty 2760.592007 = -338841.443001
  nChanged 11
		SP:Iteration 51Q (120296.120000 sec): 3 clusters
  Score: Raw -341605.196582 + Penalty 2760.592007 = -338844.604575
  nChanged 15
		SP:Iteration 52Q (120296.300000 sec): 3 clusters
  Score: Raw -341609.404202 + Penalty 2760.592007 = -338848.812195
  nChanged 14
		SP:Iteration 53Q (120296.480000 sec): 3 clusters
  Score: Raw -341613.220741 + Penalty 2760.592007 = -338852.628734
  nChanged 10
		SP:Iteration 54Q (120296.650000 sec): 3 clusters
  Score: Raw -341615.567442 + Penalty 2760.592007 = -338854.975435
  nChanged 14
		SP:Iteration 55Q (120296.830000 sec): 3 clusters
  Score: Raw -341619.787379 + Penalty 2760.592007 = -338859.195372
  nChanged 9
		SP:Iteration 56Q (120297.000000 sec): 3 clusters
  Score: Raw -341622.115711 + Penalty 2760.592007 = -338861.523704
  nChanged 6
		SP:Iteration 57Q (120297.180000 sec): 3 clusters
  Score: Raw -341623.833546 + Penalty 2760.592007 = -338863.241539
  nChanged 9
		SP:Iteration 58Q (120297.350000 sec): 3 clusters
  Score: Raw -341625.525825 + Penalty 2760.592007 = -338864.933818
  nChanged 5
		SP:Iteration 59Q (120297.530000 sec): 3 clusters
  Score: Raw -341626.770929 + Penalty 2760.592007 = -338866.178922
  nChanged 4
		SP:Iteration 60F (120297.700000 sec): 3 clusters
  Score: Raw -341627.267483 + Penalty 2760.592007 = -338866.675476
  nChanged 1
		SP:Iteration 61Q (120297.880000 sec): 3 clusters
  Score: Raw -341627.353590 + Penalty 2760.592007 = -338866.761583
  nChanged 1
		SP:Iteration 62Q (120298.050000 sec): 3 clusters
  Score: Raw -341627.466161 + Penalty 2760.592007 = -338866.874154
  nChanged 0
		SP:Iteration 63F (120298.230000 sec): 3 clusters
  Score: Raw -341627.466161 + Penalty 2760.592007 = -338866.874154
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 76 (3942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120298.340000 sec): 2 clusters
  Score: Raw -404158.072351 + Penalty 1345.409567 = -402812.662785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120298.510000 sec): 3 clusters
  Score: Raw -402182.057447 + Penalty 2690.819134 = -399491.238314
  nChanged 1547
		SP:Iteration 1F (120298.690000 sec): 3 clusters
  Score: Raw -403037.796191 + Penalty 2690.819134 = -400346.977057
  nChanged 275
		SP:Iteration 2F (120298.870000 sec): 3 clusters
  Score: Raw -403189.089296 + Penalty 2690.819134 = -400498.270162
  nChanged 194
		SP:Iteration 3Q (120299.040000 sec): 3 clusters
  Score: Raw -403284.560357 + Penalty 2690.819134 = -400593.741223
  nChanged 142
		SP:Iteration 4Q (120299.220000 sec): 3 clusters
  Score: Raw -403363.028858 + Penalty 2690.819134 = -400672.209724
  nChanged 141
		SP:Iteration 5Q (120299.390000 sec): 3 clusters
  Score: Raw -403432.765533 + Penalty 2690.819134 = -400741.946399
  nChanged 118
		SP:Iteration 6Q (120299.570000 sec): 3 clusters
  Score: Raw -403485.499116 + Penalty 2690.819134 = -400794.679982
  nChanged 89
		SP:Iteration 7Q (120299.740000 sec): 3 clusters
  Score: Raw -403520.202228 + Penalty 2690.819134 = -400829.383094
  nChanged 66
		SP:Iteration 8Q (120299.920000 sec): 3 clusters
  Score: Raw -403546.471732 + Penalty 2690.819134 = -400855.652599
  nChanged 62
		SP:Iteration 9Q (120300.090000 sec): 3 clusters
  Score: Raw -403570.644478 + Penalty 2690.819134 = -400879.825345
  nChanged 56
		SP:Iteration 10Q (120300.270000 sec): 3 clusters
  Score: Raw -403595.714581 + Penalty 2690.819134 = -400904.895447
  nChanged 53
		SP:Iteration 11Q (120300.450000 sec): 3 clusters
  Score: Raw -403615.849029 + Penalty 2690.819134 = -400925.029895
  nChanged 50
		SP:Iteration 12Q (120300.600000 sec): 3 clusters
  Score: Raw -403635.328252 + Penalty 2690.819134 = -400944.509118
  nChanged 63
		SP:Iteration 13Q (120300.670000 sec): 3 clusters
  Score: Raw -403666.219416 + Penalty 2690.819134 = -400975.400283
  nChanged 72
		SP:Iteration 14Q (120300.750000 sec): 3 clusters
  Score: Raw -403702.015756 + Penalty 2690.819134 = -401011.196622
  nChanged 71
		SP:Iteration 15Q (120300.820000 sec): 3 clusters
  Score: Raw -403738.384838 + Penalty 2690.819134 = -401047.565705
  nChanged 74
		SP:Iteration 16Q (120300.900000 sec): 3 clusters
  Score: Raw -403774.669767 + Penalty 2690.819134 = -401083.850634
  nChanged 72
		SP:Iteration 17Q (120300.970000 sec): 3 clusters
  Score: Raw -403807.976378 + Penalty 2690.819134 = -401117.157244
  nChanged 74
		SP:Iteration 18Q (120301.040000 sec): 3 clusters
  Score: Raw -403846.373775 + Penalty 2690.819134 = -401155.554642
  nChanged 76
		SP:Iteration 19Q (120301.110000 sec): 3 clusters
  Score: Raw -403890.441722 + Penalty 2690.819134 = -401199.622589
  nChanged 65
		SP:Iteration 20F (120301.190000 sec): 3 clusters
  Score: Raw -403925.454923 + Penalty 2690.819134 = -401234.635789
  nChanged 59
		SP:Iteration 21Q (120301.300000 sec): 3 clusters
  Score: Raw -403954.580049 + Penalty 2690.819134 = -401263.760916
  nChanged 62
		SP:Iteration 22Q (120301.460000 sec): 3 clusters
  Score: Raw -403986.341116 + Penalty 2690.819134 = -401295.521983
  nChanged 51
		SP:Iteration 23Q (120301.620000 sec): 3 clusters
  Score: Raw -404013.612503 + Penalty 2690.819134 = -401322.793370
  nChanged 49
		SP:Iteration 24Q (120301.780000 sec): 3 clusters
  Score: Raw -404041.944825 + Penalty 2690.819134 = -401351.125691
  nChanged 49
		SP:Iteration 25Q (120301.940000 sec): 3 clusters
  Score: Raw -404071.312269 + Penalty 2690.819134 = -401380.493136
  nChanged 40
		SP:Iteration 26Q (120302.100000 sec): 3 clusters
  Score: Raw -404093.452421 + Penalty 2690.819134 = -401402.633288
  nChanged 36
		SP:Iteration 27Q (120302.260000 sec): 3 clusters
  Score: Raw -404113.035851 + Penalty 2690.819134 = -401422.216717
  nChanged 23
		SP:Iteration 28Q (120302.430000 sec): 3 clusters
  Score: Raw -404124.256917 + Penalty 2690.819134 = -401433.437783
  nChanged 19
		SP:Iteration 29Q (120302.610000 sec): 3 clusters
  Score: Raw -404135.051339 + Penalty 2690.819134 = -401444.232205
  nChanged 22
		SP:Iteration 30Q (120302.780000 sec): 3 clusters
  Score: Raw -404150.195375 + Penalty 2690.819134 = -401459.376242
  nChanged 20
		SP:Iteration 31Q (120302.960000 sec): 3 clusters
  Score: Raw -404161.909036 + Penalty 2690.819134 = -401471.089902
  nChanged 20
		SP:Iteration 32Q (120303.130000 sec): 3 clusters
  Score: Raw -404177.969530 + Penalty 2690.819134 = -401487.150396
  nChanged 20
		SP:Iteration 33Q (120303.310000 sec): 3 clusters
  Score: Raw -404193.822005 + Penalty 2690.819134 = -401503.002872
  nChanged 19
		SP:Iteration 34Q (120303.480000 sec): 3 clusters
  Score: Raw -404208.060539 + Penalty 2690.819134 = -401517.241405
  nChanged 14
		SP:Iteration 35Q (120303.660000 sec): 3 clusters
  Score: Raw -404217.853361 + Penalty 2690.819134 = -401527.034227
  nChanged 9
		SP:Iteration 36Q (120303.830000 sec): 3 clusters
  Score: Raw -404223.668153 + Penalty 2690.819134 = -401532.849019
  nChanged 10
		SP:Iteration 37Q (120304.010000 sec): 3 clusters
  Score: Raw -404229.766090 + Penalty 2690.819134 = -401538.946956
  nChanged 7
		SP:Iteration 38Q (120304.190000 sec): 3 clusters
  Score: Raw -404235.621058 + Penalty 2690.819134 = -401544.801924
  nChanged 6
		SP:Iteration 39Q (120304.360000 sec): 3 clusters
  Score: Raw -404239.527590 + Penalty 2690.819134 = -401548.708457
  nChanged 5
		SP:Iteration 40F (120304.540000 sec): 3 clusters
  Score: Raw -404242.745132 + Penalty 2690.819134 = -401551.925998
  nChanged 5
		SP:Iteration 41Q (120304.710000 sec): 3 clusters
  Score: Raw -404245.919934 + Penalty 2690.819134 = -401555.100801
  nChanged 5
		SP:Iteration 42Q (120304.890000 sec): 3 clusters
  Score: Raw -404249.223703 + Penalty 2690.819134 = -401558.404569
  nChanged 2
		SP:Iteration 43Q (120305.070000 sec): 3 clusters
  Score: Raw -404250.956553 + Penalty 2690.819134 = -401560.137419
  nChanged 2
		SP:Iteration 44Q (120305.240000 sec): 3 clusters
  Score: Raw -404253.088694 + Penalty 2690.819134 = -401562.269560
  nChanged 2
		SP:Iteration 45Q (120305.420000 sec): 3 clusters
  Score: Raw -404254.309418 + Penalty 2690.819134 = -401563.490285
  nChanged 0
		SP:Iteration 46F (120305.590000 sec): 3 clusters
  Score: Raw -404254.309418 + Penalty 2690.819134 = -401563.490285
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 77 (3468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120305.710000 sec): 2 clusters
  Score: Raw -282779.555517 + Penalty 1324.591667 = -281454.963850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120305.880000 sec): 3 clusters
  Score: Raw -281083.653666 + Penalty 2649.183335 = -278434.470331
  nChanged 1341
		SP:Iteration 1F (120306.060000 sec): 3 clusters
  Score: Raw -281860.421771 + Penalty 2649.183335 = -279211.238437
  nChanged 294
		SP:Iteration 2F (120306.230000 sec): 3 clusters
  Score: Raw -282101.673341 + Penalty 2649.183335 = -279452.490006
  nChanged 262
		SP:Iteration 3F (120306.410000 sec): 3 clusters
  Score: Raw -282296.625296 + Penalty 2649.183335 = -279647.441962
  nChanged 195
		SP:Iteration 4F (120306.590000 sec): 3 clusters
  Score: Raw -282437.218509 + Penalty 2649.183335 = -279788.035174
  nChanged 176
		SP:Iteration 5F (120306.760000 sec): 3 clusters
  Score: Raw -282578.825229 + Penalty 2649.183335 = -279929.641895
  nChanged 159
		SP:Iteration 6Q (120306.940000 sec): 3 clusters
  Score: Raw -282691.390719 + Penalty 2649.183335 = -280042.207384
  nChanged 136
		SP:Iteration 7Q (120307.110000 sec): 3 clusters
  Score: Raw -282772.598272 + Penalty 2649.183335 = -280123.414938
  nChanged 99
		SP:Iteration 8Q (120307.290000 sec): 3 clusters
  Score: Raw -282827.087158 + Penalty 2649.183335 = -280177.903823
  nChanged 75
		SP:Iteration 9Q (120307.470000 sec): 3 clusters
  Score: Raw -282857.675708 + Penalty 2649.183335 = -280208.492374
  nChanged 49
		SP:Iteration 10Q (120307.640000 sec): 3 clusters
  Score: Raw -282875.421228 + Penalty 2649.183335 = -280226.237893
  nChanged 41
		SP:Iteration 11Q (120307.810000 sec): 3 clusters
  Score: Raw -282891.203219 + Penalty 2649.183335 = -280242.019884
  nChanged 37
		SP:Iteration 12Q (120307.990000 sec): 3 clusters
  Score: Raw -282907.165741 + Penalty 2649.183335 = -280257.982407
  nChanged 46
		SP:Iteration 13Q (120308.170000 sec): 3 clusters
  Score: Raw -282926.047626 + Penalty 2649.183335 = -280276.864292
  nChanged 47
		SP:Iteration 14Q (120308.340000 sec): 3 clusters
  Score: Raw -282946.936004 + Penalty 2649.183335 = -280297.752669
  nChanged 44
		SP:Iteration 15Q (120308.520000 sec): 3 clusters
  Score: Raw -282965.639415 + Penalty 2649.183335 = -280316.456081
  nChanged 36
		SP:Iteration 16Q (120308.690000 sec): 3 clusters
  Score: Raw -282980.421852 + Penalty 2649.183335 = -280331.238517
  nChanged 30
		SP:Iteration 17Q (120308.870000 sec): 3 clusters
  Score: Raw -282990.788738 + Penalty 2649.183335 = -280341.605403
  nChanged 15
		SP:Iteration 18Q (120309.050000 sec): 3 clusters
  Score: Raw -282995.603524 + Penalty 2649.183335 = -280346.420189
  nChanged 15
		SP:Iteration 19Q (120309.220000 sec): 3 clusters
  Score: Raw -283000.040972 + Penalty 2649.183335 = -280350.857637
  nChanged 6
		SP:Iteration 20F (120309.400000 sec): 3 clusters
  Score: Raw -283001.387255 + Penalty 2649.183335 = -280352.203920
  nChanged 4
		SP:Iteration 21Q (120309.570000 sec): 3 clusters
  Score: Raw -283002.705552 + Penalty 2649.183335 = -280353.522217
  nChanged 8
		SP:Iteration 22Q (120309.750000 sec): 3 clusters
  Score: Raw -283007.264961 + Penalty 2649.183335 = -280358.081626
  nChanged 10
		SP:Iteration 23Q (120309.930000 sec): 3 clusters
  Score: Raw -283011.169996 + Penalty 2649.183335 = -280361.986661
  nChanged 11
		SP:Iteration 24Q (120310.100000 sec): 3 clusters
  Score: Raw -283016.453261 + Penalty 2649.183335 = -280367.269926
  nChanged 10
		SP:Iteration 25Q (120310.280000 sec): 3 clusters
  Score: Raw -283020.543716 + Penalty 2649.183335 = -280371.360381
  nChanged 13
		SP:Iteration 26Q (120310.450000 sec): 3 clusters
  Score: Raw -283024.662520 + Penalty 2649.183335 = -280375.479185
  nChanged 14
		SP:Iteration 27Q (120310.670000 sec): 3 clusters
  Score: Raw -283027.949231 + Penalty 2649.183335 = -280378.765897
  nChanged 13
		SP:Iteration 28Q (120310.830000 sec): 3 clusters
  Score: Raw -283032.797488 + Penalty 2649.183335 = -280383.614153
  nChanged 13
		SP:Iteration 29Q (120311.000000 sec): 3 clusters
  Score: Raw -283037.208264 + Penalty 2649.183335 = -280388.024929
  nChanged 8
		SP:Iteration 30Q (120311.180000 sec): 3 clusters
  Score: Raw -283038.924111 + Penalty 2649.183335 = -280389.740776
  nChanged 3
		SP:Iteration 31Q (120311.350000 sec): 3 clusters
  Score: Raw -283039.321650 + Penalty 2649.183335 = -280390.138316
  nChanged 2
		SP:Iteration 32Q (120311.530000 sec): 3 clusters
  Score: Raw -283039.765375 + Penalty 2649.183335 = -280390.582040
  nChanged 0
		SP:Iteration 33F (120311.710000 sec): 3 clusters
  Score: Raw -283039.765375 + Penalty 2649.183335 = -280390.582040
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 78 (21371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120311.930000 sec): 2 clusters
  Score: Raw -1852672.825420 + Penalty 1620.090898 = -1851052.734522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120312.330000 sec): 3 clusters
  Score: Raw -1839713.379278 + Penalty 3240.181796 = -1836473.197482
  nChanged 9669
		SP:Iteration 1F (120312.680000 sec): 3 clusters
  Score: Raw -1845363.736079 + Penalty 3240.181796 = -1842123.554283
  nChanged 1293
		SP:Iteration 2F (120313.000000 sec): 3 clusters
  Score: Raw -1845963.338901 + Penalty 3240.181796 = -1842723.157105
  nChanged 1181
		SP:Iteration 3F (120313.330000 sec): 3 clusters
  Score: Raw -1846526.044858 + Penalty 3240.181796 = -1843285.863062
  nChanged 1149
		SP:Iteration 4F (120313.690000 sec): 3 clusters
  Score: Raw -1847024.894448 + Penalty 3240.181796 = -1843784.712652
  nChanged 1006
		SP:Iteration 5Q (120314.040000 sec): 3 clusters
  Score: Raw -1847421.242042 + Penalty 3240.181796 = -1844181.060246
  nChanged 878
		SP:Iteration 6Q (120314.350000 sec): 3 clusters
  Score: Raw -1847743.621615 + Penalty 3240.181796 = -1844503.439818
  nChanged 807
		SP:Iteration 7Q (120314.710000 sec): 3 clusters
  Score: Raw -1848045.951191 + Penalty 3240.181796 = -1844805.769395
  nChanged 769
		SP:Iteration 8Q (120315.050000 sec): 3 clusters
  Score: Raw -1848353.247649 + Penalty 3240.181796 = -1845113.065852
  nChanged 715
		SP:Iteration 9Q (120315.410000 sec): 3 clusters
  Score: Raw -1848648.625681 + Penalty 3240.181796 = -1845408.443885
  nChanged 684
		SP:Iteration 10Q (120315.760000 sec): 3 clusters
  Score: Raw -1848928.989760 + Penalty 3240.181796 = -1845688.807964
  nChanged 656
		SP:Iteration 11Q (120316.110000 sec): 3 clusters
  Score: Raw -1849179.653612 + Penalty 3240.181796 = -1845939.471815
  nChanged 610
		SP:Iteration 12Q (120316.460000 sec): 3 clusters
  Score: Raw -1849391.684325 + Penalty 3240.181796 = -1846151.502529
  nChanged 560
		SP:Iteration 13Q (120316.810000 sec): 3 clusters
  Score: Raw -1849595.611456 + Penalty 3240.181796 = -1846355.429659
  nChanged 527
		SP:Iteration 14Q (120317.170000 sec): 3 clusters
  Score: Raw -1849796.116286 + Penalty 3240.181796 = -1846555.934489
  nChanged 502
		SP:Iteration 15Q (120317.520000 sec): 3 clusters
  Score: Raw -1849997.894194 + Penalty 3240.181796 = -1846757.712398
  nChanged 489
		SP:Iteration 16Q (120317.870000 sec): 3 clusters
  Score: Raw -1850189.119471 + Penalty 3240.181796 = -1846948.937675
  nChanged 476
		SP:Iteration 17Q (120318.220000 sec): 3 clusters
  Score: Raw -1850402.251304 + Penalty 3240.181796 = -1847162.069508
  nChanged 493
		SP:Iteration 18Q (120318.530000 sec): 3 clusters
  Score: Raw -1850645.383974 + Penalty 3240.181796 = -1847405.202178
  nChanged 478
		SP:Iteration 19Q (120318.850000 sec): 3 clusters
  Score: Raw -1850890.681210 + Penalty 3240.181796 = -1847650.499414
  nChanged 438
		SP:Iteration 20F (120319.200000 sec): 3 clusters
  Score: Raw -1851105.547555 + Penalty 3240.181796 = -1847865.365759
  nChanged 417
		SP:Iteration 21Q (120319.510000 sec): 3 clusters
  Score: Raw -1851297.622198 + Penalty 3240.181796 = -1848057.440402
  nChanged 362
		SP:Iteration 22Q (120319.870000 sec): 3 clusters
  Score: Raw -1851454.776404 + Penalty 3240.181796 = -1848214.594608
  nChanged 320
		SP:Iteration 23Q (120320.230000 sec): 3 clusters
  Score: Raw -1851577.775015 + Penalty 3240.181796 = -1848337.593219
  nChanged 298
		SP:Iteration 24Q (120320.540000 sec): 3 clusters
  Score: Raw -1851695.780121 + Penalty 3240.181796 = -1848455.598325
  nChanged 283
		SP:Iteration 25Q (120320.850000 sec): 3 clusters
  Score: Raw -1851811.957661 + Penalty 3240.181796 = -1848571.775865
  nChanged 265
		SP:Iteration 26Q (120321.210000 sec): 3 clusters
  Score: Raw -1851922.664679 + Penalty 3240.181796 = -1848682.482883
  nChanged 248
		SP:Iteration 27Q (120321.520000 sec): 3 clusters
  Score: Raw -1852020.206970 + Penalty 3240.181796 = -1848780.025174
  nChanged 226
		SP:Iteration 28Q (120321.870000 sec): 3 clusters
  Score: Raw -1852121.502742 + Penalty 3240.181796 = -1848881.320946
  nChanged 238
		SP:Iteration 29Q (120322.190000 sec): 3 clusters
  Score: Raw -1852239.112184 + Penalty 3240.181796 = -1848998.930388
  nChanged 228
		SP:Iteration 30Q (120322.540000 sec): 3 clusters
  Score: Raw -1852345.317774 + Penalty 3240.181796 = -1849105.135978
  nChanged 243
		SP:Iteration 31Q (120322.890000 sec): 3 clusters
  Score: Raw -1852460.793266 + Penalty 3240.181796 = -1849220.611470
  nChanged 206
		SP:Iteration 32Q (120323.250000 sec): 3 clusters
  Score: Raw -1852553.889634 + Penalty 3240.181796 = -1849313.707838
  nChanged 182
		SP:Iteration 33Q (120323.600000 sec): 3 clusters
  Score: Raw -1852631.676510 + Penalty 3240.181796 = -1849391.494714
  nChanged 157
		SP:Iteration 34Q (120323.950000 sec): 3 clusters
  Score: Raw -1852705.094547 + Penalty 3240.181796 = -1849464.912750
  nChanged 153
		SP:Iteration 35Q (120324.260000 sec): 3 clusters
  Score: Raw -1852772.778966 + Penalty 3240.181796 = -1849532.597170
  nChanged 137
		SP:Iteration 36Q (120324.570000 sec): 3 clusters
  Score: Raw -1852821.152172 + Penalty 3240.181796 = -1849580.970375
  nChanged 113
		SP:Iteration 37Q (120324.900000 sec): 3 clusters
  Score: Raw -1852870.230865 + Penalty 3240.181796 = -1849630.049069
  nChanged 125
		SP:Iteration 38Q (120325.290000 sec): 3 clusters
  Score: Raw -1852935.345720 + Penalty 3240.181796 = -1849695.163923
  nChanged 121
		SP:Iteration 39Q (120325.560000 sec): 3 clusters
  Score: Raw -1852991.958976 + Penalty 3240.181796 = -1849751.777180
  nChanged 101
		SP:Iteration 40F (120325.960000 sec): 3 clusters
  Score: Raw -1853042.302452 + Penalty 3240.181796 = -1849802.120656
  nChanged 92
		SP:Iteration 41Q (120326.320000 sec): 3 clusters
  Score: Raw -1853102.158648 + Penalty 3240.181796 = -1849861.976852
  nChanged 93
		SP:Iteration 42Q (120326.670000 sec): 3 clusters
  Score: Raw -1853165.478361 + Penalty 3240.181796 = -1849925.296565
  nChanged 86
		SP:Iteration 43Q (120327.030000 sec): 3 clusters
  Score: Raw -1853227.740050 + Penalty 3240.181796 = -1849987.558254
  nChanged 81
		SP:Iteration 44Q (120327.390000 sec): 3 clusters
  Score: Raw -1853284.182056 + Penalty 3240.181796 = -1850044.000260
  nChanged 62
		SP:Iteration 45Q (120327.710000 sec): 3 clusters
  Score: Raw -1853315.945716 + Penalty 3240.181796 = -1850075.763920
  nChanged 53
		SP:Iteration 46Q (120327.960000 sec): 3 clusters
  Score: Raw -1853341.636366 + Penalty 3240.181796 = -1850101.454570
  nChanged 53
		SP:Iteration 47Q (120328.300000 sec): 3 clusters
  Score: Raw -1853358.364044 + Penalty 3240.181796 = -1850118.182248
  nChanged 32
		SP:Iteration 48Q (120328.600000 sec): 3 clusters
  Score: Raw -1853370.681037 + Penalty 3240.181796 = -1850130.499241
  nChanged 31
		SP:Iteration 49Q (120328.830000 sec): 3 clusters
  Score: Raw -1853382.909371 + Penalty 3240.181796 = -1850142.727575
  nChanged 25
		SP:Iteration 50Q (120329.060000 sec): 3 clusters
  Score: Raw -1853393.469358 + Penalty 3240.181796 = -1850153.287562
  nChanged 20
		SP:Iteration 51Q (120329.390000 sec): 3 clusters
  Score: Raw -1853403.382501 + Penalty 3240.181796 = -1850163.200705
  nChanged 22
		SP:Iteration 52Q (120329.750000 sec): 3 clusters
  Score: Raw -1853436.057018 + Penalty 3240.181796 = -1850195.875222
  nChanged 42
		SP:Iteration 53Q (120330.100000 sec): 3 clusters
  Score: Raw -1853490.406151 + Penalty 3240.181796 = -1850250.224355
  nChanged 46
		SP:Iteration 54Q (120330.450000 sec): 3 clusters
  Score: Raw -1853529.425326 + Penalty 3240.181796 = -1850289.243530
  nChanged 41
		SP:Iteration 55Q (120330.800000 sec): 3 clusters
  Score: Raw -1853555.486494 + Penalty 3240.181796 = -1850315.304698
  nChanged 42
		SP:Iteration 56Q (120331.150000 sec): 3 clusters
  Score: Raw -1853576.701198 + Penalty 3240.181796 = -1850336.519402
  nChanged 31
		SP:Iteration 57Q (120331.510000 sec): 3 clusters
  Score: Raw -1853590.733147 + Penalty 3240.181796 = -1850350.551351
  nChanged 22
		SP:Iteration 58Q (120331.860000 sec): 3 clusters
  Score: Raw -1853598.100466 + Penalty 3240.181796 = -1850357.918670
  nChanged 16
		SP:Iteration 59Q (120332.210000 sec): 3 clusters
  Score: Raw -1853601.864127 + Penalty 3240.181796 = -1850361.682331
  nChanged 7
		SP:Iteration 60F (120332.570000 sec): 3 clusters
  Score: Raw -1853603.129045 + Penalty 3240.181796 = -1850362.947249
  nChanged 2
		SP:Iteration 61Q (120332.920000 sec): 3 clusters
  Score: Raw -1853603.494949 + Penalty 3240.181796 = -1850363.313153
  nChanged 2
		SP:Iteration 62Q (120333.270000 sec): 3 clusters
  Score: Raw -1853603.743953 + Penalty 3240.181796 = -1850363.562157
  nChanged 1
		SP:Iteration 63Q (120333.630000 sec): 3 clusters
  Score: Raw -1853604.007986 + Penalty 3240.181796 = -1850363.826190
  nChanged 3
		SP:Iteration 64Q (120333.980000 sec): 3 clusters
  Score: Raw -1853605.113459 + Penalty 3240.181796 = -1850364.931663
  nChanged 1
		SP:Iteration 65Q (120334.370000 sec): 3 clusters
  Score: Raw -1853605.416350 + Penalty 3240.181796 = -1850365.234554
  nChanged 2
		SP:Iteration 66Q (120334.700000 sec): 3 clusters
  Score: Raw -1853605.772961 + Penalty 3240.181796 = -1850365.591165
  nChanged 2
		SP:Iteration 67Q (120335.050000 sec): 3 clusters
  Score: Raw -1853606.271565 + Penalty 3240.181796 = -1850366.089769
  nChanged 1
		SP:Iteration 68Q (120335.410000 sec): 3 clusters
  Score: Raw -1853606.646566 + Penalty 3240.181796 = -1850366.464770
  nChanged 2
		SP:Iteration 69Q (120335.720000 sec): 3 clusters
  Score: Raw -1853607.242636 + Penalty 3240.181796 = -1850367.060840
  nChanged 3
		SP:Iteration 70Q (120336.080000 sec): 3 clusters
  Score: Raw -1853608.045398 + Penalty 3240.181796 = -1850367.863601
  nChanged 3
		SP:Iteration 71Q (120336.390000 sec): 3 clusters
  Score: Raw -1853608.654425 + Penalty 3240.181796 = -1850368.472629
  nChanged 7
		SP:Iteration 72Q (120336.750000 sec): 3 clusters
  Score: Raw -1853610.273499 + Penalty 3240.181796 = -1850370.091703
  nChanged 10
		SP:Iteration 73Q (120337.060000 sec): 3 clusters
  Score: Raw -1853612.673767 + Penalty 3240.181796 = -1850372.491971
  nChanged 5
		SP:Iteration 74Q (120337.410000 sec): 3 clusters
  Score: Raw -1853613.543873 + Penalty 3240.181796 = -1850373.362077
  nChanged 3
		SP:Iteration 75Q (120337.770000 sec): 3 clusters
  Score: Raw -1853614.094731 + Penalty 3240.181796 = -1850373.912935
  nChanged 1
		SP:Iteration 76Q (120338.080000 sec): 3 clusters
  Score: Raw -1853614.389359 + Penalty 3240.181796 = -1850374.207563
  nChanged 0
		SP:Iteration 77F (120338.390000 sec): 3 clusters
  Score: Raw -1853614.389359 + Penalty 3240.181796 = -1850374.207563
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 79 (2966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120338.480000 sec): 2 clusters
  Score: Raw -247852.774960 + Penalty 1299.182547 = -246553.592413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120338.660000 sec): 3 clusters
  Score: Raw -246511.847091 + Penalty 2598.365095 = -243913.481996
  nChanged 1160
		SP:Iteration 1F (120338.830000 sec): 3 clusters
  Score: Raw -247550.919992 + Penalty 2598.365095 = -244952.554897
  nChanged 319
		SP:Iteration 2F (120339.010000 sec): 3 clusters
  Score: Raw -247926.047212 + Penalty 2598.365095 = -245327.682117
  nChanged 217
		SP:Iteration 3F (120339.180000 sec): 3 clusters
  Score: Raw -248148.714059 + Penalty 2598.365095 = -245550.348965
  nChanged 148
		SP:Iteration 4Q (120339.360000 sec): 3 clusters
  Score: Raw -248290.875121 + Penalty 2598.365095 = -245692.510026
  nChanged 106
		SP:Iteration 5Q (120339.530000 sec): 3 clusters
  Score: Raw -248387.560017 + Penalty 2598.365095 = -245789.194922
  nChanged 92
		SP:Iteration 6Q (120339.710000 sec): 3 clusters
  Score: Raw -248471.759393 + Penalty 2598.365095 = -245873.394299
  nChanged 84
		SP:Iteration 7Q (120339.890000 sec): 3 clusters
  Score: Raw -248542.806023 + Penalty 2598.365095 = -245944.440928
  nChanged 79
		SP:Iteration 8Q (120340.060000 sec): 3 clusters
  Score: Raw -248615.942766 + Penalty 2598.365095 = -246017.577671
  nChanged 52
		SP:Iteration 9Q (120340.240000 sec): 3 clusters
  Score: Raw -248656.931454 + Penalty 2598.365095 = -246058.566359
  nChanged 49
		SP:Iteration 10Q (120340.430000 sec): 3 clusters
  Score: Raw -248687.079559 + Penalty 2598.365095 = -246088.714464
  nChanged 36
		SP:Iteration 11Q (120340.490000 sec): 3 clusters
  Score: Raw -248704.776470 + Penalty 2598.365095 = -246106.411375
  nChanged 26
		SP:Iteration 12Q (120340.540000 sec): 3 clusters
  Score: Raw -248715.880794 + Penalty 2598.365095 = -246117.515699
  nChanged 19
		SP:Iteration 13Q (120340.600000 sec): 3 clusters
  Score: Raw -248723.663308 + Penalty 2598.365095 = -246125.298213
  nChanged 19
		SP:Iteration 14Q (120340.650000 sec): 3 clusters
  Score: Raw -248731.727699 + Penalty 2598.365095 = -246133.362604
  nChanged 23
		SP:Iteration 15Q (120340.700000 sec): 3 clusters
  Score: Raw -248745.932681 + Penalty 2598.365095 = -246147.567586
  nChanged 17
		SP:Iteration 16Q (120340.750000 sec): 3 clusters
  Score: Raw -248754.909507 + Penalty 2598.365095 = -246156.544412
  nChanged 13
		SP:Iteration 17Q (120340.810000 sec): 3 clusters
  Score: Raw -248760.453289 + Penalty 2598.365095 = -246162.088194
  nChanged 11
		SP:Iteration 18Q (120340.860000 sec): 3 clusters
  Score: Raw -248766.084656 + Penalty 2598.365095 = -246167.719561
  nChanged 14
		SP:Iteration 19Q (120340.910000 sec): 3 clusters
  Score: Raw -248772.119019 + Penalty 2598.365095 = -246173.753924
  nChanged 4
		SP:Iteration 20F (120340.970000 sec): 3 clusters
  Score: Raw -248773.237322 + Penalty 2598.365095 = -246174.872227
  nChanged 2
		SP:Iteration 21Q (120341.020000 sec): 3 clusters
  Score: Raw -248773.856031 + Penalty 2598.365095 = -246175.490936
  nChanged 0
		SP:Iteration 22F (120341.080000 sec): 3 clusters
  Score: Raw -248773.856031 + Penalty 2598.365095 = -246175.490936
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 80 (6152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120341.160000 sec): 2 clusters
  Score: Raw -531644.177152 + Penalty 1417.736533 = -530226.440619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120341.380000 sec): 3 clusters
  Score: Raw -528387.277856 + Penalty 2835.473066 = -525551.804790
  nChanged 2495
		SP:Iteration 1F (120341.550000 sec): 3 clusters
  Score: Raw -529807.356329 + Penalty 2835.473066 = -526971.883263
  nChanged 458
		SP:Iteration 2F (120341.760000 sec): 3 clusters
  Score: Raw -530093.369380 + Penalty 2835.473066 = -527257.896313
  nChanged 416
		SP:Iteration 3F (120341.970000 sec): 3 clusters
  Score: Raw -530378.215841 + Penalty 2835.473066 = -527542.742775
  nChanged 359
		SP:Iteration 4F (120342.130000 sec): 3 clusters
  Score: Raw -530617.207086 + Penalty 2835.473066 = -527781.734020
  nChanged 280
		SP:Iteration 5Q (120342.350000 sec): 3 clusters
  Score: Raw -530794.293293 + Penalty 2835.473066 = -527958.820227
  nChanged 241
		SP:Iteration 6Q (120342.550000 sec): 3 clusters
  Score: Raw -530938.217299 + Penalty 2835.473066 = -528102.744233
  nChanged 189
		SP:Iteration 7Q (120342.720000 sec): 3 clusters
  Score: Raw -531062.715010 + Penalty 2835.473066 = -528227.241944
  nChanged 208
		SP:Iteration 8Q (120342.930000 sec): 3 clusters
  Score: Raw -531193.590835 + Penalty 2835.473066 = -528358.117769
  nChanged 192
		SP:Iteration 9Q (120343.130000 sec): 3 clusters
  Score: Raw -531302.473717 + Penalty 2835.473066 = -528467.000650
  nChanged 181
		SP:Iteration 10Q (120343.320000 sec): 3 clusters
  Score: Raw -531411.139370 + Penalty 2835.473066 = -528575.666304
  nChanged 166
		SP:Iteration 11Q (120343.530000 sec): 3 clusters
  Score: Raw -531501.378314 + Penalty 2835.473066 = -528665.905248
  nChanged 168
		SP:Iteration 12Q (120343.720000 sec): 3 clusters
  Score: Raw -531590.890024 + Penalty 2835.473066 = -528755.416958
  nChanged 147
		SP:Iteration 13Q (120343.930000 sec): 3 clusters
  Score: Raw -531671.969748 + Penalty 2835.473066 = -528836.496682
  nChanged 153
		SP:Iteration 14Q (120344.140000 sec): 3 clusters
  Score: Raw -531750.134254 + Penalty 2835.473066 = -528914.661188
  nChanged 133
		SP:Iteration 15Q (120344.350000 sec): 3 clusters
  Score: Raw -531813.927759 + Penalty 2835.473066 = -528978.454693
  nChanged 105
		SP:Iteration 16Q (120344.520000 sec): 3 clusters
  Score: Raw -531852.606089 + Penalty 2835.473066 = -529017.133023
  nChanged 95
		SP:Iteration 17Q (120344.680000 sec): 3 clusters
  Score: Raw -531887.091169 + Penalty 2835.473066 = -529051.618103
  nChanged 83
		SP:Iteration 18Q (120344.850000 sec): 3 clusters
  Score: Raw -531916.775645 + Penalty 2835.473066 = -529081.302579
  nChanged 76
		SP:Iteration 19Q (120345.060000 sec): 3 clusters
  Score: Raw -531944.902389 + Penalty 2835.473066 = -529109.429323
  nChanged 77
		SP:Iteration 20F (120345.270000 sec): 3 clusters
  Score: Raw -531975.741455 + Penalty 2835.473066 = -529140.268389
  nChanged 65
		SP:Iteration 21Q (120345.440000 sec): 3 clusters
  Score: Raw -531997.652467 + Penalty 2835.473066 = -529162.179401
  nChanged 57
		SP:Iteration 22Q (120345.600000 sec): 3 clusters
  Score: Raw -532020.312083 + Penalty 2835.473066 = -529184.839017
  nChanged 57
		SP:Iteration 23Q (120345.770000 sec): 3 clusters
  Score: Raw -532040.476168 + Penalty 2835.473066 = -529205.003102
  nChanged 67
		SP:Iteration 24Q (120345.940000 sec): 3 clusters
  Score: Raw -532062.111038 + Penalty 2835.473066 = -529226.637972
  nChanged 65
		SP:Iteration 25Q (120346.100000 sec): 3 clusters
  Score: Raw -532085.349246 + Penalty 2835.473066 = -529249.876180
  nChanged 67
		SP:Iteration 26Q (120346.270000 sec): 3 clusters
  Score: Raw -532118.525836 + Penalty 2835.473066 = -529283.052770
  nChanged 80
		SP:Iteration 27Q (120346.440000 sec): 3 clusters
  Score: Raw -532157.293663 + Penalty 2835.473066 = -529321.820597
  nChanged 91
		SP:Iteration 28Q (120346.600000 sec): 3 clusters
  Score: Raw -532204.007545 + Penalty 2835.473066 = -529368.534479
  nChanged 87
		SP:Iteration 29Q (120346.770000 sec): 3 clusters
  Score: Raw -532256.563146 + Penalty 2835.473066 = -529421.090080
  nChanged 103
		SP:Iteration 30Q (120346.940000 sec): 3 clusters
  Score: Raw -532323.572743 + Penalty 2835.473066 = -529488.099677
  nChanged 118
		SP:Iteration 31Q (120347.100000 sec): 3 clusters
  Score: Raw -532400.896174 + Penalty 2835.473066 = -529565.423108
  nChanged 118
		SP:Iteration 32Q (120347.270000 sec): 3 clusters
  Score: Raw -532472.234342 + Penalty 2835.473066 = -529636.761276
  nChanged 105
		SP:Iteration 33Q (120347.460000 sec): 3 clusters
  Score: Raw -532540.506666 + Penalty 2835.473066 = -529705.033600
  nChanged 101
		SP:Iteration 34Q (120347.630000 sec): 3 clusters
  Score: Raw -532601.554612 + Penalty 2835.473066 = -529766.081545
  nChanged 79
		SP:Iteration 35Q (120347.800000 sec): 3 clusters
  Score: Raw -532646.817560 + Penalty 2835.473066 = -529811.344494
  nChanged 70
		SP:Iteration 36Q (120347.970000 sec): 3 clusters
  Score: Raw -532680.370658 + Penalty 2835.473066 = -529844.897592
  nChanged 62
		SP:Iteration 37Q (120348.180000 sec): 3 clusters
  Score: Raw -532716.980712 + Penalty 2835.473066 = -529881.507646
  nChanged 54
		SP:Iteration 38Q (120348.340000 sec): 3 clusters
  Score: Raw -532739.797829 + Penalty 2835.473066 = -529904.324762
  nChanged 39
		SP:Iteration 39Q (120348.510000 sec): 3 clusters
  Score: Raw -532751.798821 + Penalty 2835.473066 = -529916.325755
  nChanged 22
		SP:Iteration 40F (120348.720000 sec): 3 clusters
  Score: Raw -532758.286796 + Penalty 2835.473066 = -529922.813730
  nChanged 16
		SP:Iteration 41Q (120348.880000 sec): 3 clusters
  Score: Raw -532762.828963 + Penalty 2835.473066 = -529927.355897
  nChanged 11
		SP:Iteration 42Q (120349.100000 sec): 3 clusters
  Score: Raw -532765.173997 + Penalty 2835.473066 = -529929.700931
  nChanged 12
		SP:Iteration 43Q (120349.290000 sec): 3 clusters
  Score: Raw -532768.244931 + Penalty 2835.473066 = -529932.771865
  nChanged 9
		SP:Iteration 44Q (120349.500000 sec): 3 clusters
  Score: Raw -532770.015347 + Penalty 2835.473066 = -529934.542281
  nChanged 7
		SP:Iteration 45Q (120349.670000 sec): 3 clusters
  Score: Raw -532771.364674 + Penalty 2835.473066 = -529935.891608
  nChanged 6
		SP:Iteration 46Q (120349.850000 sec): 3 clusters
  Score: Raw -532772.507829 + Penalty 2835.473066 = -529937.034763
  nChanged 5
		SP:Iteration 47Q (120350.020000 sec): 3 clusters
  Score: Raw -532773.280378 + Penalty 2835.473066 = -529937.807312
  nChanged 3
		SP:Iteration 48Q (120350.190000 sec): 3 clusters
  Score: Raw -532773.716430 + Penalty 2835.473066 = -529938.243364
  nChanged 3
		SP:Iteration 49Q (120350.360000 sec): 3 clusters
  Score: Raw -532774.388904 + Penalty 2835.473066 = -529938.915838
  nChanged 4
		SP:Iteration 50Q (120350.520000 sec): 3 clusters
  Score: Raw -532774.729619 + Penalty 2835.473066 = -529939.256553
  nChanged 1
		SP:Iteration 51Q (120350.690000 sec): 3 clusters
  Score: Raw -532774.805652 + Penalty 2835.473066 = -529939.332586
  nChanged 0
		SP:Iteration 52F (120350.880000 sec): 3 clusters
  Score: Raw -532774.805652 + Penalty 2835.473066 = -529939.332586
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 81 (4010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120350.960000 sec): 2 clusters
  Score: Raw -339324.387194 + Penalty 1348.188810 = -337976.198384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120351.130000 sec): 3 clusters
  Score: Raw -337325.344740 + Penalty 2696.377619 = -334628.967121
  nChanged 1567
		SP:Iteration 1F (120351.310000 sec): 3 clusters
  Score: Raw -338255.157778 + Penalty 2696.377619 = -335558.780159
  nChanged 357
		SP:Iteration 2F (120351.480000 sec): 3 clusters
  Score: Raw -338531.157458 + Penalty 2696.377619 = -335834.779839
  nChanged 259
		SP:Iteration 3F (120351.660000 sec): 3 clusters
  Score: Raw -338720.211540 + Penalty 2696.377619 = -336023.833921
  nChanged 190
		SP:Iteration 4Q (120351.840000 sec): 3 clusters
  Score: Raw -338867.251877 + Penalty 2696.377619 = -336170.874258
  nChanged 164
		SP:Iteration 5Q (120352.010000 sec): 3 clusters
  Score: Raw -338991.350378 + Penalty 2696.377619 = -336294.972759
  nChanged 140
		SP:Iteration 6Q (120352.190000 sec): 3 clusters
  Score: Raw -339091.756681 + Penalty 2696.377619 = -336395.379062
  nChanged 125
		SP:Iteration 7Q (120352.360000 sec): 3 clusters
  Score: Raw -339180.557957 + Penalty 2696.377619 = -336484.180338
  nChanged 111
		SP:Iteration 8Q (120352.540000 sec): 3 clusters
  Score: Raw -339252.743237 + Penalty 2696.377619 = -336556.365617
  nChanged 114
		SP:Iteration 9Q (120352.720000 sec): 3 clusters
  Score: Raw -339317.565474 + Penalty 2696.377619 = -336621.187855
  nChanged 84
		SP:Iteration 10Q (120352.890000 sec): 3 clusters
  Score: Raw -339366.971068 + Penalty 2696.377619 = -336670.593449
  nChanged 72
		SP:Iteration 11Q (120353.070000 sec): 3 clusters
  Score: Raw -339405.052976 + Penalty 2696.377619 = -336708.675357
  nChanged 74
		SP:Iteration 12Q (120353.240000 sec): 3 clusters
  Score: Raw -339458.193431 + Penalty 2696.377619 = -336761.815812
  nChanged 77
		SP:Iteration 13Q (120353.420000 sec): 3 clusters
  Score: Raw -339510.874365 + Penalty 2696.377619 = -336814.496746
  nChanged 82
		SP:Iteration 14Q (120353.600000 sec): 3 clusters
  Score: Raw -339568.862419 + Penalty 2696.377619 = -336872.484800
  nChanged 68
		SP:Iteration 15Q (120353.770000 sec): 3 clusters
  Score: Raw -339613.557800 + Penalty 2696.377619 = -336917.180181
  nChanged 68
		SP:Iteration 16Q (120353.960000 sec): 3 clusters
  Score: Raw -339661.709405 + Penalty 2696.377619 = -336965.331786
  nChanged 57
		SP:Iteration 17Q (120354.040000 sec): 3 clusters
  Score: Raw -339700.202315 + Penalty 2696.377619 = -337003.824696
  nChanged 54
		SP:Iteration 18Q (120354.120000 sec): 3 clusters
  Score: Raw -339729.167409 + Penalty 2696.377619 = -337032.789790
  nChanged 48
		SP:Iteration 19Q (120354.300000 sec): 3 clusters
  Score: Raw -339758.974283 + Penalty 2696.377619 = -337062.596664
  nChanged 42
		SP:Iteration 20F (120354.480000 sec): 3 clusters
  Score: Raw -339782.157177 + Penalty 2696.377619 = -337085.779558
  nChanged 42
		SP:Iteration 21Q (120354.650000 sec): 3 clusters
  Score: Raw -339804.308678 + Penalty 2696.377619 = -337107.931059
  nChanged 27
		SP:Iteration 22Q (120354.830000 sec): 3 clusters
  Score: Raw -339822.608470 + Penalty 2696.377619 = -337126.230851
  nChanged 31
		SP:Iteration 23Q (120355.000000 sec): 3 clusters
  Score: Raw -339839.963297 + Penalty 2696.377619 = -337143.585678
  nChanged 17
		SP:Iteration 24Q (120355.180000 sec): 3 clusters
  Score: Raw -339847.147609 + Penalty 2696.377619 = -337150.769990
  nChanged 10
		SP:Iteration 25Q (120355.360000 sec): 3 clusters
  Score: Raw -339852.008909 + Penalty 2696.377619 = -337155.631290
  nChanged 10
		SP:Iteration 26Q (120355.530000 sec): 3 clusters
  Score: Raw -339857.115255 + Penalty 2696.377619 = -337160.737636
  nChanged 11
		SP:Iteration 27Q (120355.710000 sec): 3 clusters
  Score: Raw -339861.886850 + Penalty 2696.377619 = -337165.509231
  nChanged 5
		SP:Iteration 28Q (120355.880000 sec): 3 clusters
  Score: Raw -339863.783083 + Penalty 2696.377619 = -337167.405464
  nChanged 4
		SP:Iteration 29Q (120356.060000 sec): 3 clusters
  Score: Raw -339865.487311 + Penalty 2696.377619 = -337169.109692
  nChanged 2
		SP:Iteration 30Q (120356.240000 sec): 3 clusters
  Score: Raw -339866.796439 + Penalty 2696.377619 = -337170.418820
  nChanged 3
		SP:Iteration 31Q (120356.410000 sec): 3 clusters
  Score: Raw -339868.186373 + Penalty 2696.377619 = -337171.808754
  nChanged 3
		SP:Iteration 32Q (120356.590000 sec): 3 clusters
  Score: Raw -339869.243126 + Penalty 2696.377619 = -337172.865507
  nChanged 5
		SP:Iteration 33Q (120356.760000 sec): 3 clusters
  Score: Raw -339871.381551 + Penalty 2696.377619 = -337175.003932
  nChanged 6
		SP:Iteration 34Q (120356.940000 sec): 3 clusters
  Score: Raw -339872.925225 + Penalty 2696.377619 = -337176.547606
  nChanged 7
		SP:Iteration 35Q (120357.120000 sec): 3 clusters
  Score: Raw -339875.164296 + Penalty 2696.377619 = -337178.786677
  nChanged 6
		SP:Iteration 36Q (120357.290000 sec): 3 clusters
  Score: Raw -339877.676217 + Penalty 2696.377619 = -337181.298598
  nChanged 5
		SP:Iteration 37Q (120357.470000 sec): 3 clusters
  Score: Raw -339878.542726 + Penalty 2696.377619 = -337182.165107
  nChanged 0
		SP:Iteration 38F (120357.640000 sec): 3 clusters
  Score: Raw -339878.542726 + Penalty 2696.377619 = -337182.165107
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 82 (901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120357.730000 sec): 2 clusters
  Score: Raw -70282.030697 + Penalty 1105.569604 = -69176.461093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120357.910000 sec): 3 clusters
  Score: Raw -70030.110038 + Penalty 2211.139209 = -67818.970829
  nChanged 287
		SP:Iteration 1F (120358.080000 sec): 3 clusters
  Score: Raw -70370.435123 + Penalty 2211.139209 = -68159.295914
  nChanged 78
		SP:Iteration 2F (120358.260000 sec): 3 clusters
  Score: Raw -70498.713749 + Penalty 2211.139209 = -68287.574540
  nChanged 42
		SP:Iteration 3Q (120358.430000 sec): 3 clusters
  Score: Raw -70561.851561 + Penalty 2211.139209 = -68350.712352
  nChanged 28
		SP:Iteration 4Q (120358.610000 sec): 3 clusters
  Score: Raw -70601.797245 + Penalty 2211.139209 = -68390.658037
  nChanged 16
		SP:Iteration 5Q (120358.780000 sec): 3 clusters
  Score: Raw -70632.272748 + Penalty 2211.139209 = -68421.133539
  nChanged 15
		SP:Iteration 6Q (120358.960000 sec): 3 clusters
  Score: Raw -70649.242686 + Penalty 2211.139209 = -68438.103478
  nChanged 9
		SP:Iteration 7Q (120359.140000 sec): 3 clusters
  Score: Raw -70656.732993 + Penalty 2211.139209 = -68445.593785
  nChanged 1
		SP:Iteration 8Q (120359.310000 sec): 3 clusters
  Score: Raw -70659.201536 + Penalty 2211.139209 = -68448.062327
  nChanged 2
		SP:Iteration 9Q (120359.490000 sec): 3 clusters
  Score: Raw -70662.183444 + Penalty 2211.139209 = -68451.044235
  nChanged 1
		SP:Iteration 10Q (120359.660000 sec): 3 clusters
  Score: Raw -70663.052862 + Penalty 2211.139209 = -68451.913653
  nChanged 1
		SP:Iteration 11Q (120359.840000 sec): 3 clusters
  Score: Raw -70664.100007 + Penalty 2211.139209 = -68452.960798
  nChanged 1
		SP:Iteration 12Q (120360.020000 sec): 3 clusters
  Score: Raw -70664.363941 + Penalty 2211.139209 = -68453.224732
  nChanged 0
		SP:Iteration 13F (120360.190000 sec): 3 clusters
  Score: Raw -70664.363941 + Penalty 2211.139209 = -68453.224732
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 83 (2744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120360.300000 sec): 2 clusters
  Score: Raw -220316.774983 + Penalty 1286.540448 = -219030.234535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120360.360000 sec): 3 clusters
  Score: Raw -219083.260276 + Penalty 2573.080896 = -216510.179380
  nChanged 1045
		SP:Iteration 1F (120360.420000 sec): 3 clusters
  Score: Raw -219846.928714 + Penalty 2573.080896 = -217273.847818
  nChanged 267
		SP:Iteration 2F (120360.470000 sec): 3 clusters
  Score: Raw -220120.546701 + Penalty 2573.080896 = -217547.465805
  nChanged 213
		SP:Iteration 3F (120360.520000 sec): 3 clusters
  Score: Raw -220323.080937 + Penalty 2573.080896 = -217750.000041
  nChanged 142
		SP:Iteration 4F (120360.580000 sec): 3 clusters
  Score: Raw -220450.695654 + Penalty 2573.080896 = -217877.614757
  nChanged 103
		SP:Iteration 5Q (120360.630000 sec): 3 clusters
  Score: Raw -220524.772500 + Penalty 2573.080896 = -217951.691604
  nChanged 73
		SP:Iteration 6Q (120360.680000 sec): 3 clusters
  Score: Raw -220572.756630 + Penalty 2573.080896 = -217999.675733
  nChanged 71
		SP:Iteration 7Q (120360.850000 sec): 3 clusters
  Score: Raw -220619.260872 + Penalty 2573.080896 = -218046.179975
  nChanged 59
		SP:Iteration 8Q (120361.030000 sec): 3 clusters
  Score: Raw -220654.581641 + Penalty 2573.080896 = -218081.500744
  nChanged 39
		SP:Iteration 9Q (120361.210000 sec): 3 clusters
  Score: Raw -220680.565538 + Penalty 2573.080896 = -218107.484641
  nChanged 43
		SP:Iteration 10Q (120361.380000 sec): 3 clusters
  Score: Raw -220706.885266 + Penalty 2573.080896 = -218133.804370
  nChanged 36
		SP:Iteration 11Q (120361.560000 sec): 3 clusters
  Score: Raw -220725.132128 + Penalty 2573.080896 = -218152.051232
  nChanged 26
		SP:Iteration 12Q (120361.730000 sec): 3 clusters
  Score: Raw -220735.181765 + Penalty 2573.080896 = -218162.100868
  nChanged 20
		SP:Iteration 13Q (120361.910000 sec): 3 clusters
  Score: Raw -220747.459539 + Penalty 2573.080896 = -218174.378643
  nChanged 19
		SP:Iteration 14Q (120362.090000 sec): 3 clusters
  Score: Raw -220760.323892 + Penalty 2573.080896 = -218187.242995
  nChanged 25
		SP:Iteration 15Q (120362.230000 sec): 3 clusters
  Score: Raw -220773.335715 + Penalty 2573.080896 = -218200.254818
  nChanged 19
		SP:Iteration 16Q (120362.290000 sec): 3 clusters
  Score: Raw -220784.024955 + Penalty 2573.080896 = -218210.944058
  nChanged 16
		SP:Iteration 17Q (120362.340000 sec): 3 clusters
  Score: Raw -220791.165600 + Penalty 2573.080896 = -218218.084704
  nChanged 16
		SP:Iteration 18Q (120362.390000 sec): 3 clusters
  Score: Raw -220798.203101 + Penalty 2573.080896 = -218225.122204
  nChanged 17
		SP:Iteration 19Q (120362.450000 sec): 3 clusters
  Score: Raw -220805.084991 + Penalty 2573.080896 = -218232.004094
  nChanged 8
		SP:Iteration 20F (120362.500000 sec): 3 clusters
  Score: Raw -220808.712807 + Penalty 2573.080896 = -218235.631910
  nChanged 9
		SP:Iteration 21Q (120362.550000 sec): 3 clusters
  Score: Raw -220813.520283 + Penalty 2573.080896 = -218240.439387
  nChanged 4
		SP:Iteration 22Q (120362.610000 sec): 3 clusters
  Score: Raw -220815.297413 + Penalty 2573.080896 = -218242.216517
  nChanged 5
		SP:Iteration 23Q (120362.660000 sec): 3 clusters
  Score: Raw -220817.376976 + Penalty 2573.080896 = -218244.296080
  nChanged 8
		SP:Iteration 24Q (120362.710000 sec): 3 clusters
  Score: Raw -220822.490129 + Penalty 2573.080896 = -218249.409232
  nChanged 8
		SP:Iteration 25Q (120362.770000 sec): 3 clusters
  Score: Raw -220826.422734 + Penalty 2573.080896 = -218253.341838
  nChanged 5
		SP:Iteration 26Q (120362.820000 sec): 3 clusters
  Score: Raw -220829.428527 + Penalty 2573.080896 = -218256.347630
  nChanged 6
		SP:Iteration 27Q (120362.870000 sec): 3 clusters
  Score: Raw -220831.386002 + Penalty 2573.080896 = -218258.305105
  nChanged 3
		SP:Iteration 28Q (120362.930000 sec): 3 clusters
  Score: Raw -220832.447827 + Penalty 2573.080896 = -218259.366931
  nChanged 1
		SP:Iteration 29Q (120362.980000 sec): 3 clusters
  Score: Raw -220832.661031 + Penalty 2573.080896 = -218259.580134
  nChanged 0
		SP:Iteration 30F (120363.030000 sec): 3 clusters
  Score: Raw -220832.661031 + Penalty 2573.080896 = -218259.580134
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 84 (2528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120363.090000 sec): 2 clusters
  Score: Raw -208215.905342 + Penalty 1273.217360 = -206942.687982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120363.150000 sec): 3 clusters
  Score: Raw -207066.476115 + Penalty 2546.434720 = -204520.041394
  nChanged 909
		SP:Iteration 1F (120363.190000 sec): 3 clusters
  Score: Raw -207689.057211 + Penalty 2546.434720 = -205142.622490
  nChanged 231
		SP:Iteration 2F (120363.250000 sec): 3 clusters
  Score: Raw -207941.748643 + Penalty 2546.434720 = -205395.313923
  nChanged 191
		SP:Iteration 3F (120363.300000 sec): 3 clusters
  Score: Raw -208177.757642 + Penalty 2546.434720 = -205631.322922
  nChanged 172
		SP:Iteration 4F (120363.350000 sec): 3 clusters
  Score: Raw -208383.286095 + Penalty 2546.434720 = -205836.851375
  nChanged 142
		SP:Iteration 5F (120363.400000 sec): 3 clusters
  Score: Raw -208530.049011 + Penalty 2546.434720 = -205983.614290
  nChanged 103
		SP:Iteration 6Q (120363.450000 sec): 3 clusters
  Score: Raw -208620.813822 + Penalty 2546.434720 = -206074.379102
  nChanged 74
		SP:Iteration 7Q (120363.500000 sec): 3 clusters
  Score: Raw -208676.660570 + Penalty 2546.434720 = -206130.225850
  nChanged 49
		SP:Iteration 8Q (120363.550000 sec): 3 clusters
  Score: Raw -208717.670321 + Penalty 2546.434720 = -206171.235601
  nChanged 37
		SP:Iteration 9Q (120363.610000 sec): 3 clusters
  Score: Raw -208739.111581 + Penalty 2546.434720 = -206192.676861
  nChanged 21
		SP:Iteration 10Q (120363.650000 sec): 3 clusters
  Score: Raw -208749.552206 + Penalty 2546.434720 = -206203.117486
  nChanged 13
		SP:Iteration 11Q (120363.710000 sec): 3 clusters
  Score: Raw -208756.809408 + Penalty 2546.434720 = -206210.374688
  nChanged 11
		SP:Iteration 12Q (120363.760000 sec): 3 clusters
  Score: Raw -208764.072276 + Penalty 2546.434720 = -206217.637556
  nChanged 11
		SP:Iteration 13Q (120363.810000 sec): 3 clusters
  Score: Raw -208769.495750 + Penalty 2546.434720 = -206223.061030
  nChanged 6
		SP:Iteration 14Q (120363.860000 sec): 3 clusters
  Score: Raw -208772.153703 + Penalty 2546.434720 = -206225.718983
  nChanged 4
		SP:Iteration 15Q (120363.910000 sec): 3 clusters
  Score: Raw -208773.750000 + Penalty 2546.434720 = -206227.315279
  nChanged 4
		SP:Iteration 16Q (120363.960000 sec): 3 clusters
  Score: Raw -208775.542595 + Penalty 2546.434720 = -206229.107875
  nChanged 3
		SP:Iteration 17Q (120364.050000 sec): 3 clusters
  Score: Raw -208776.237401 + Penalty 2546.434720 = -206229.802681
  nChanged 1
		SP:Iteration 18Q (120364.100000 sec): 3 clusters
  Score: Raw -208776.528113 + Penalty 2546.434720 = -206230.093392
  nChanged 1
		SP:Iteration 19Q (120364.150000 sec): 3 clusters
  Score: Raw -208777.065166 + Penalty 2546.434720 = -206230.630445
  nChanged 0
		SP:Iteration 20F (120364.200000 sec): 3 clusters
  Score: Raw -208777.065166 + Penalty 2546.434720 = -206230.630445
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 85 (7383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120364.330000 sec): 2 clusters
  Score: Raw -711382.932796 + Penalty 1447.376993 = -709935.555803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120364.540000 sec): 3 clusters
  Score: Raw -707283.720413 + Penalty 2894.753985 = -704388.966428
  nChanged 3197
		SP:Iteration 1F (120364.750000 sec): 3 clusters
  Score: Raw -709149.924506 + Penalty 2894.753985 = -706255.170521
  nChanged 642
		SP:Iteration 2F (120364.950000 sec): 3 clusters
  Score: Raw -709698.297824 + Penalty 2894.753985 = -706803.543838
  nChanged 671
		SP:Iteration 3F (120365.160000 sec): 3 clusters
  Score: Raw -710272.522641 + Penalty 2894.753985 = -707377.768655
  nChanged 570
		SP:Iteration 4F (120365.360000 sec): 3 clusters
  Score: Raw -710712.198749 + Penalty 2894.753985 = -707817.444764
  nChanged 435
		SP:Iteration 5F (120365.560000 sec): 3 clusters
  Score: Raw -710995.749028 + Penalty 2894.753985 = -708100.995042
  nChanged 299
		SP:Iteration 6Q (120365.760000 sec): 3 clusters
  Score: Raw -711161.389916 + Penalty 2894.753985 = -708266.635931
  nChanged 213
		SP:Iteration 7Q (120365.970000 sec): 3 clusters
  Score: Raw -711261.525728 + Penalty 2894.753985 = -708366.771743
  nChanged 149
		SP:Iteration 8Q (120366.170000 sec): 3 clusters
  Score: Raw -711322.288587 + Penalty 2894.753985 = -708427.534602
  nChanged 102
		SP:Iteration 9Q (120366.370000 sec): 3 clusters
  Score: Raw -711365.122642 + Penalty 2894.753985 = -708470.368656
  nChanged 83
		SP:Iteration 10Q (120366.570000 sec): 3 clusters
  Score: Raw -711401.460687 + Penalty 2894.753985 = -708506.706702
  nChanged 71
		SP:Iteration 11Q (120366.670000 sec): 3 clusters
  Score: Raw -711433.934209 + Penalty 2894.753985 = -708539.180223
  nChanged 52
		SP:Iteration 12Q (120366.790000 sec): 3 clusters
  Score: Raw -711453.516685 + Penalty 2894.753985 = -708558.762700
  nChanged 48
		SP:Iteration 13Q (120366.890000 sec): 3 clusters
  Score: Raw -711470.065902 + Penalty 2894.753985 = -708575.311916
  nChanged 38
		SP:Iteration 14Q (120367.010000 sec): 3 clusters
  Score: Raw -711483.807204 + Penalty 2894.753985 = -708589.053218
  nChanged 42
		SP:Iteration 15Q (120367.110000 sec): 3 clusters
  Score: Raw -711497.277630 + Penalty 2894.753985 = -708602.523645
  nChanged 33
		SP:Iteration 16Q (120367.220000 sec): 3 clusters
  Score: Raw -711506.694668 + Penalty 2894.753985 = -708611.940682
  nChanged 27
		SP:Iteration 17Q (120367.330000 sec): 3 clusters
  Score: Raw -711514.545096 + Penalty 2894.753985 = -708619.791110
  nChanged 23
		SP:Iteration 18Q (120367.440000 sec): 3 clusters
  Score: Raw -711521.176667 + Penalty 2894.753985 = -708626.422682
  nChanged 17
		SP:Iteration 19Q (120367.620000 sec): 3 clusters
  Score: Raw -711527.177749 + Penalty 2894.753985 = -708632.423763
  nChanged 15
		SP:Iteration 20F (120367.730000 sec): 3 clusters
  Score: Raw -711532.521483 + Penalty 2894.753985 = -708637.767498
  nChanged 19
		SP:Iteration 21Q (120367.840000 sec): 3 clusters
  Score: Raw -711540.038478 + Penalty 2894.753985 = -708645.284493
  nChanged 22
		SP:Iteration 22Q (120367.950000 sec): 3 clusters
  Score: Raw -711547.422941 + Penalty 2894.753985 = -708652.668956
  nChanged 16
		SP:Iteration 23Q (120368.050000 sec): 3 clusters
  Score: Raw -711552.390140 + Penalty 2894.753985 = -708657.636155
  nChanged 15
		SP:Iteration 24Q (120368.160000 sec): 3 clusters
  Score: Raw -711557.545502 + Penalty 2894.753985 = -708662.791517
  nChanged 15
		SP:Iteration 25Q (120368.270000 sec): 3 clusters
  Score: Raw -711562.526707 + Penalty 2894.753985 = -708667.772721
  nChanged 22
		SP:Iteration 26Q (120368.380000 sec): 3 clusters
  Score: Raw -711570.011057 + Penalty 2894.753985 = -708675.257072
  nChanged 13
		SP:Iteration 27Q (120368.490000 sec): 3 clusters
  Score: Raw -711576.505800 + Penalty 2894.753985 = -708681.751815
  nChanged 16
		SP:Iteration 28Q (120368.610000 sec): 3 clusters
  Score: Raw -711585.193562 + Penalty 2894.753985 = -708690.439577
  nChanged 24
		SP:Iteration 29Q (120368.720000 sec): 3 clusters
  Score: Raw -711595.450168 + Penalty 2894.753985 = -708700.696183
  nChanged 15
		SP:Iteration 30Q (120368.830000 sec): 3 clusters
  Score: Raw -711601.660665 + Penalty 2894.753985 = -708706.906680
  nChanged 13
		SP:Iteration 31Q (120368.950000 sec): 3 clusters
  Score: Raw -711605.759882 + Penalty 2894.753985 = -708711.005896
  nChanged 11
		SP:Iteration 32Q (120369.070000 sec): 3 clusters
  Score: Raw -711609.349992 + Penalty 2894.753985 = -708714.596007
  nChanged 12
		SP:Iteration 33Q (120369.180000 sec): 3 clusters
  Score: Raw -711613.325942 + Penalty 2894.753985 = -708718.571957
  nChanged 11
		SP:Iteration 34Q (120369.290000 sec): 3 clusters
  Score: Raw -711617.444466 + Penalty 2894.753985 = -708722.690481
  nChanged 10
		SP:Iteration 35Q (120369.410000 sec): 3 clusters
  Score: Raw -711621.408859 + Penalty 2894.753985 = -708726.654873
  nChanged 11
		SP:Iteration 36Q (120369.530000 sec): 3 clusters
  Score: Raw -711625.522971 + Penalty 2894.753985 = -708730.768986
  nChanged 14
		SP:Iteration 37Q (120369.640000 sec): 3 clusters
  Score: Raw -711630.591977 + Penalty 2894.753985 = -708735.837992
  nChanged 6
		SP:Iteration 38Q (120369.760000 sec): 3 clusters
  Score: Raw -711632.305633 + Penalty 2894.753985 = -708737.551648
  nChanged 10
		SP:Iteration 39Q (120369.870000 sec): 3 clusters
  Score: Raw -711635.370021 + Penalty 2894.753985 = -708740.616036
  nChanged 5
		SP:Iteration 40F (120369.990000 sec): 3 clusters
  Score: Raw -711636.875683 + Penalty 2894.753985 = -708742.121697
  nChanged 8
		SP:Iteration 41Q (120370.100000 sec): 3 clusters
  Score: Raw -711641.541244 + Penalty 2894.753985 = -708746.787258
  nChanged 7
		SP:Iteration 42Q (120370.220000 sec): 3 clusters
  Score: Raw -711643.852348 + Penalty 2894.753985 = -708749.098363
  nChanged 6
		SP:Iteration 43Q (120370.330000 sec): 3 clusters
  Score: Raw -711646.246984 + Penalty 2894.753985 = -708751.492998
  nChanged 12
		SP:Iteration 44Q (120370.520000 sec): 3 clusters
  Score: Raw -711650.719507 + Penalty 2894.753985 = -708755.965522
  nChanged 8
		SP:Iteration 45Q (120370.730000 sec): 3 clusters
  Score: Raw -711652.598215 + Penalty 2894.753985 = -708757.844230
  nChanged 5
		SP:Iteration 46Q (120370.930000 sec): 3 clusters
  Score: Raw -711654.730226 + Penalty 2894.753985 = -708759.976241
  nChanged 4
		SP:Iteration 47Q (120371.130000 sec): 3 clusters
  Score: Raw -711656.093240 + Penalty 2894.753985 = -708761.339255
  nChanged 4
		SP:Iteration 48Q (120371.340000 sec): 3 clusters
  Score: Raw -711657.675454 + Penalty 2894.753985 = -708762.921469
  nChanged 4
		SP:Iteration 49Q (120371.540000 sec): 3 clusters
  Score: Raw -711658.768078 + Penalty 2894.753985 = -708764.014093
  nChanged 5
		SP:Iteration 50Q (120371.740000 sec): 3 clusters
  Score: Raw -711660.755759 + Penalty 2894.753985 = -708766.001774
  nChanged 7
		SP:Iteration 51Q (120371.950000 sec): 3 clusters
  Score: Raw -711663.787354 + Penalty 2894.753985 = -708769.033368
  nChanged 4
		SP:Iteration 52Q (120372.150000 sec): 3 clusters
  Score: Raw -711665.359699 + Penalty 2894.753985 = -708770.605714
  nChanged 5
		SP:Iteration 53Q (120372.350000 sec): 3 clusters
  Score: Raw -711666.967422 + Penalty 2894.753985 = -708772.213437
  nChanged 5
		SP:Iteration 54Q (120372.550000 sec): 3 clusters
  Score: Raw -711668.971039 + Penalty 2894.753985 = -708774.217054
  nChanged 6
		SP:Iteration 55Q (120372.740000 sec): 3 clusters
  Score: Raw -711672.624501 + Penalty 2894.753985 = -708777.870516
  nChanged 13
		SP:Iteration 56Q (120372.850000 sec): 3 clusters
  Score: Raw -711678.223013 + Penalty 2894.753985 = -708783.469028
  nChanged 9
		SP:Iteration 57Q (120372.960000 sec): 3 clusters
  Score: Raw -711681.687847 + Penalty 2894.753985 = -708786.933862
  nChanged 7
		SP:Iteration 58Q (120373.070000 sec): 3 clusters
  Score: Raw -711684.638531 + Penalty 2894.753985 = -708789.884546
  nChanged 5
		SP:Iteration 59Q (120373.180000 sec): 3 clusters
  Score: Raw -711686.231458 + Penalty 2894.753985 = -708791.477473
  nChanged 2
		SP:Iteration 60F (120373.290000 sec): 3 clusters
  Score: Raw -711686.814059 + Penalty 2894.753985 = -708792.060074
  nChanged 2
		SP:Iteration 61Q (120373.410000 sec): 3 clusters
  Score: Raw -711687.882662 + Penalty 2894.753985 = -708793.128677
  nChanged 4
		SP:Iteration 62Q (120373.520000 sec): 3 clusters
  Score: Raw -711689.407391 + Penalty 2894.753985 = -708794.653406
  nChanged 7
		SP:Iteration 63Q (120373.640000 sec): 3 clusters
  Score: Raw -711691.768178 + Penalty 2894.753985 = -708797.014193
  nChanged 4
		SP:Iteration 64Q (120373.750000 sec): 3 clusters
  Score: Raw -711693.249561 + Penalty 2894.753985 = -708798.495576
  nChanged 3
		SP:Iteration 65Q (120373.870000 sec): 3 clusters
  Score: Raw -711694.173970 + Penalty 2894.753985 = -708799.419985
  nChanged 3
		SP:Iteration 66Q (120373.980000 sec): 3 clusters
  Score: Raw -711695.784626 + Penalty 2894.753985 = -708801.030641
  nChanged 4
		SP:Iteration 67Q (120374.090000 sec): 3 clusters
  Score: Raw -711698.101469 + Penalty 2894.753985 = -708803.347484
  nChanged 3
		SP:Iteration 68Q (120374.210000 sec): 3 clusters
  Score: Raw -711699.128075 + Penalty 2894.753985 = -708804.374090
  nChanged 1
		SP:Iteration 69Q (120374.320000 sec): 3 clusters
  Score: Raw -711699.290293 + Penalty 2894.753985 = -708804.536308
  nChanged 1
		SP:Iteration 70Q (120374.430000 sec): 3 clusters
  Score: Raw -711699.910651 + Penalty 2894.753985 = -708805.156666
  nChanged 2
		SP:Iteration 71Q (120374.550000 sec): 3 clusters
  Score: Raw -711700.806827 + Penalty 2894.753985 = -708806.052842
  nChanged 3
		SP:Iteration 72Q (120374.660000 sec): 3 clusters
  Score: Raw -711702.225916 + Penalty 2894.753985 = -708807.471931
  nChanged 3
		SP:Iteration 73Q (120374.860000 sec): 3 clusters
  Score: Raw -711702.909329 + Penalty 2894.753985 = -708808.155344
  nChanged 2
		SP:Iteration 74Q (120375.060000 sec): 3 clusters
  Score: Raw -711703.350211 + Penalty 2894.753985 = -708808.596226
  nChanged 0
		SP:Iteration 75F (120375.270000 sec): 3 clusters
  Score: Raw -711703.350211 + Penalty 2894.753985 = -708808.596226
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 86 (4133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120375.360000 sec): 2 clusters
  Score: Raw -345139.799867 + Penalty 1353.098307 = -343786.701560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120375.530000 sec): 3 clusters
  Score: Raw -343099.491034 + Penalty 2706.196615 = -340393.294419
  nChanged 1611
		SP:Iteration 1F (120375.710000 sec): 3 clusters
  Score: Raw -344291.774384 + Penalty 2706.196615 = -341585.577769
  nChanged 439
		SP:Iteration 2F (120375.890000 sec): 3 clusters
  Score: Raw -344775.009466 + Penalty 2706.196615 = -342068.812851
  nChanged 347
		SP:Iteration 3F (120376.060000 sec): 3 clusters
  Score: Raw -345107.965678 + Penalty 2706.196615 = -342401.769063
  nChanged 270
		SP:Iteration 4F (120376.240000 sec): 3 clusters
  Score: Raw -345361.989198 + Penalty 2706.196615 = -342655.792583
  nChanged 210
		SP:Iteration 5F (120376.410000 sec): 3 clusters
  Score: Raw -345535.263158 + Penalty 2706.196615 = -342829.066543
  nChanged 158
		SP:Iteration 6Q (120376.590000 sec): 3 clusters
  Score: Raw -345635.881410 + Penalty 2706.196615 = -342929.684795
  nChanged 103
		SP:Iteration 7Q (120376.770000 sec): 3 clusters
  Score: Raw -345692.869081 + Penalty 2706.196615 = -342986.672466
  nChanged 87
		SP:Iteration 8Q (120376.940000 sec): 3 clusters
  Score: Raw -345734.596216 + Penalty 2706.196615 = -343028.399601
  nChanged 61
		SP:Iteration 9Q (120377.120000 sec): 3 clusters
  Score: Raw -345764.306183 + Penalty 2706.196615 = -343058.109568
  nChanged 61
		SP:Iteration 10Q (120377.290000 sec): 3 clusters
  Score: Raw -345791.984262 + Penalty 2706.196615 = -343085.787648
  nChanged 56
		SP:Iteration 11Q (120377.470000 sec): 3 clusters
  Score: Raw -345810.819572 + Penalty 2706.196615 = -343104.622957
  nChanged 32
		SP:Iteration 12Q (120377.640000 sec): 3 clusters
  Score: Raw -345821.136941 + Penalty 2706.196615 = -343114.940326
  nChanged 31
		SP:Iteration 13Q (120377.820000 sec): 3 clusters
  Score: Raw -345831.357000 + Penalty 2706.196615 = -343125.160385
  nChanged 23
		SP:Iteration 14Q (120377.990000 sec): 3 clusters
  Score: Raw -345837.994445 + Penalty 2706.196615 = -343131.797830
  nChanged 15
		SP:Iteration 15Q (120378.170000 sec): 3 clusters
  Score: Raw -345842.261035 + Penalty 2706.196615 = -343136.064420
  nChanged 10
		SP:Iteration 16Q (120378.350000 sec): 3 clusters
  Score: Raw -345845.526083 + Penalty 2706.196615 = -343139.329468
  nChanged 8
		SP:Iteration 17Q (120378.520000 sec): 3 clusters
  Score: Raw -345848.061496 + Penalty 2706.196615 = -343141.864881
  nChanged 5
		SP:Iteration 18Q (120378.700000 sec): 3 clusters
  Score: Raw -345849.088502 + Penalty 2706.196615 = -343142.891887
  nChanged 4
		SP:Iteration 19Q (120378.870000 sec): 3 clusters
  Score: Raw -345849.657230 + Penalty 2706.196615 = -343143.460616
  nChanged 0
		SP:Iteration 20F (120379.050000 sec): 3 clusters
  Score: Raw -345849.657230 + Penalty 2706.196615 = -343143.460616
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 87 (2860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120379.120000 sec): 2 clusters
  Score: Raw -233474.894231 + Penalty 1293.268747 = -232181.625484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120379.300000 sec): 3 clusters
  Score: Raw -232189.822905 + Penalty 2586.537494 = -229603.285411
  nChanged 1066
		SP:Iteration 1F (120379.470000 sec): 3 clusters
  Score: Raw -232980.701464 + Penalty 2586.537494 = -230394.163971
  nChanged 278
		SP:Iteration 2F (120379.650000 sec): 3 clusters
  Score: Raw -233226.448178 + Penalty 2586.537494 = -230639.910684
  nChanged 188
		SP:Iteration 3F (120379.830000 sec): 3 clusters
  Score: Raw -233377.533309 + Penalty 2586.537494 = -230790.995816
  nChanged 128
		SP:Iteration 4Q (120380.000000 sec): 3 clusters
  Score: Raw -233472.607969 + Penalty 2586.537494 = -230886.070475
  nChanged 105
		SP:Iteration 5Q (120380.180000 sec): 3 clusters
  Score: Raw -233553.055432 + Penalty 2586.537494 = -230966.517938
  nChanged 79
		SP:Iteration 6Q (120380.350000 sec): 3 clusters
  Score: Raw -233607.839322 + Penalty 2586.537494 = -231021.301828
  nChanged 66
		SP:Iteration 7Q (120380.530000 sec): 3 clusters
  Score: Raw -233649.477483 + Penalty 2586.537494 = -231062.939989
  nChanged 53
		SP:Iteration 8Q (120380.710000 sec): 3 clusters
  Score: Raw -233678.734984 + Penalty 2586.537494 = -231092.197490
  nChanged 36
		SP:Iteration 9Q (120380.880000 sec): 3 clusters
  Score: Raw -233695.945740 + Penalty 2586.537494 = -231109.408246
  nChanged 38
		SP:Iteration 10Q (120380.950000 sec): 3 clusters
  Score: Raw -233715.109187 + Penalty 2586.537494 = -231128.571693
  nChanged 31
		SP:Iteration 11Q (120381.000000 sec): 3 clusters
  Score: Raw -233731.195306 + Penalty 2586.537494 = -231144.657812
  nChanged 26
		SP:Iteration 12Q (120381.050000 sec): 3 clusters
  Score: Raw -233748.014572 + Penalty 2586.537494 = -231161.477078
  nChanged 31
		SP:Iteration 13Q (120381.110000 sec): 3 clusters
  Score: Raw -233769.327191 + Penalty 2586.537494 = -231182.789697
  nChanged 28
		SP:Iteration 14Q (120381.160000 sec): 3 clusters
  Score: Raw -233789.647634 + Penalty 2586.537494 = -231203.110141
  nChanged 29
		SP:Iteration 15Q (120381.210000 sec): 3 clusters
  Score: Raw -233805.843222 + Penalty 2586.537494 = -231219.305729
  nChanged 24
		SP:Iteration 16Q (120381.260000 sec): 3 clusters
  Score: Raw -233818.206099 + Penalty 2586.537494 = -231231.668605
  nChanged 21
		SP:Iteration 17Q (120381.310000 sec): 3 clusters
  Score: Raw -233830.142026 + Penalty 2586.537494 = -231243.604533
  nChanged 18
		SP:Iteration 18Q (120381.370000 sec): 3 clusters
  Score: Raw -233842.123529 + Penalty 2586.537494 = -231255.586035
  nChanged 19
		SP:Iteration 19Q (120381.420000 sec): 3 clusters
  Score: Raw -233853.551230 + Penalty 2586.537494 = -231267.013736
  nChanged 23
		SP:Iteration 20F (120381.470000 sec): 3 clusters
  Score: Raw -233864.391366 + Penalty 2586.537494 = -231277.853872
  nChanged 33
		SP:Iteration 21Q (120381.520000 sec): 3 clusters
  Score: Raw -233881.958668 + Penalty 2586.537494 = -231295.421174
  nChanged 29
		SP:Iteration 22Q (120381.570000 sec): 3 clusters
  Score: Raw -233902.850775 + Penalty 2586.537494 = -231316.313282
  nChanged 24
		SP:Iteration 23Q (120381.630000 sec): 3 clusters
  Score: Raw -233924.765173 + Penalty 2586.537494 = -231338.227680
  nChanged 32
		SP:Iteration 24Q (120381.670000 sec): 3 clusters
  Score: Raw -233952.135797 + Penalty 2586.537494 = -231365.598303
  nChanged 37
		SP:Iteration 25Q (120381.730000 sec): 3 clusters
  Score: Raw -233982.774495 + Penalty 2586.537494 = -231396.237002
  nChanged 40
		SP:Iteration 26Q (120381.780000 sec): 3 clusters
  Score: Raw -234010.695244 + Penalty 2586.537494 = -231424.157751
  nChanged 30
		SP:Iteration 27Q (120381.830000 sec): 3 clusters
  Score: Raw -234028.200211 + Penalty 2586.537494 = -231441.662717
  nChanged 31
		SP:Iteration 28Q (120382.000000 sec): 3 clusters
  Score: Raw -234050.655032 + Penalty 2586.537494 = -231464.117538
  nChanged 28
		SP:Iteration 29Q (120382.180000 sec): 3 clusters
  Score: Raw -234065.770464 + Penalty 2586.537494 = -231479.232970
  nChanged 32
		SP:Iteration 30Q (120382.350000 sec): 3 clusters
  Score: Raw -234083.639897 + Penalty 2586.537494 = -231497.102403
  nChanged 25
		SP:Iteration 31Q (120382.530000 sec): 3 clusters
  Score: Raw -234103.677762 + Penalty 2586.537494 = -231517.140268
  nChanged 27
		SP:Iteration 32Q (120382.710000 sec): 3 clusters
  Score: Raw -234123.339228 + Penalty 2586.537494 = -231536.801734
  nChanged 26
		SP:Iteration 33Q (120382.880000 sec): 3 clusters
  Score: Raw -234141.646770 + Penalty 2586.537494 = -231555.109277
  nChanged 23
		SP:Iteration 34Q (120383.050000 sec): 3 clusters
  Score: Raw -234152.349097 + Penalty 2586.537494 = -231565.811604
  nChanged 21
		SP:Iteration 35Q (120383.230000 sec): 3 clusters
  Score: Raw -234164.834537 + Penalty 2586.537494 = -231578.297043
  nChanged 18
		SP:Iteration 36Q (120383.410000 sec): 3 clusters
  Score: Raw -234172.548022 + Penalty 2586.537494 = -231586.010529
  nChanged 7
		SP:Iteration 37Q (120383.580000 sec): 3 clusters
  Score: Raw -234175.000030 + Penalty 2586.537494 = -231588.462537
  nChanged 8
		SP:Iteration 38Q (120383.760000 sec): 3 clusters
  Score: Raw -234179.316952 + Penalty 2586.537494 = -231592.779458
  nChanged 7
		SP:Iteration 39Q (120383.930000 sec): 3 clusters
  Score: Raw -234183.580450 + Penalty 2586.537494 = -231597.042956
  nChanged 10
		SP:Iteration 40F (120384.110000 sec): 3 clusters
  Score: Raw -234188.394316 + Penalty 2586.537494 = -231601.856822
  nChanged 8
		SP:Iteration 41Q (120384.290000 sec): 3 clusters
  Score: Raw -234191.854702 + Penalty 2586.537494 = -231605.317208
  nChanged 5
		SP:Iteration 42Q (120384.460000 sec): 3 clusters
  Score: Raw -234194.596772 + Penalty 2586.537494 = -231608.059278
  nChanged 5
		SP:Iteration 43Q (120384.640000 sec): 3 clusters
  Score: Raw -234195.799704 + Penalty 2586.537494 = -231609.262210
  nChanged 3
		SP:Iteration 44Q (120384.810000 sec): 3 clusters
  Score: Raw -234196.554364 + Penalty 2586.537494 = -231610.016870
  nChanged 1
		SP:Iteration 45Q (120384.990000 sec): 3 clusters
  Score: Raw -234197.013446 + Penalty 2586.537494 = -231610.475952
  nChanged 2
		SP:Iteration 46Q (120385.170000 sec): 3 clusters
  Score: Raw -234197.701959 + Penalty 2586.537494 = -231611.164466
  nChanged 2
		SP:Iteration 47Q (120385.340000 sec): 3 clusters
  Score: Raw -234199.201221 + Penalty 2586.537494 = -231612.663728
  nChanged 3
		SP:Iteration 48Q (120385.520000 sec): 3 clusters
  Score: Raw -234200.401614 + Penalty 2586.537494 = -231613.864120
  nChanged 6
		SP:Iteration 49Q (120385.690000 sec): 3 clusters
  Score: Raw -234202.326769 + Penalty 2586.537494 = -231615.789276
  nChanged 4
		SP:Iteration 50Q (120385.870000 sec): 3 clusters
  Score: Raw -234204.341302 + Penalty 2586.537494 = -231617.803808
  nChanged 6
		SP:Iteration 51Q (120386.050000 sec): 3 clusters
  Score: Raw -234206.982427 + Penalty 2586.537494 = -231620.444933
  nChanged 8
		SP:Iteration 52Q (120386.220000 sec): 3 clusters
  Score: Raw -234210.646299 + Penalty 2586.537494 = -231624.108805
  nChanged 13
		SP:Iteration 53Q (120386.400000 sec): 3 clusters
  Score: Raw -234215.068970 + Penalty 2586.537494 = -231628.531476
  nChanged 11
		SP:Iteration 54Q (120386.570000 sec): 3 clusters
  Score: Raw -234219.635345 + Penalty 2586.537494 = -231633.097851
  nChanged 10
		SP:Iteration 55Q (120386.750000 sec): 3 clusters
  Score: Raw -234223.880885 + Penalty 2586.537494 = -231637.343392
  nChanged 8
		SP:Iteration 56Q (120386.930000 sec): 3 clusters
  Score: Raw -234226.104712 + Penalty 2586.537494 = -231639.567218
  nChanged 4
		SP:Iteration 57Q (120387.100000 sec): 3 clusters
  Score: Raw -234227.726698 + Penalty 2586.537494 = -231641.189204
  nChanged 5
		SP:Iteration 58Q (120387.280000 sec): 3 clusters
  Score: Raw -234228.636099 + Penalty 2586.537494 = -231642.098605
  nChanged 4
		SP:Iteration 59Q (120387.450000 sec): 3 clusters
  Score: Raw -234229.244859 + Penalty 2586.537494 = -231642.707365
  nChanged 0
		SP:Iteration 60F (120387.630000 sec): 3 clusters
  Score: Raw -234229.244859 + Penalty 2586.537494 = -231642.707365
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 88 (7415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120387.720000 sec): 2 clusters
  Score: Raw -630705.556304 + Penalty 1448.079791 = -629257.476512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120387.930000 sec): 3 clusters
  Score: Raw -626644.413992 + Penalty 2896.159583 = -623748.254409
  nChanged 3157
		SP:Iteration 1F (120388.130000 sec): 3 clusters
  Score: Raw -628460.606349 + Penalty 2896.159583 = -625564.446767
  nChanged 562
		SP:Iteration 2F (120388.330000 sec): 3 clusters
  Score: Raw -628823.628186 + Penalty 2896.159583 = -625927.468604
  nChanged 508
		SP:Iteration 3F (120388.530000 sec): 3 clusters
  Score: Raw -629209.986425 + Penalty 2896.159583 = -626313.826842
  nChanged 501
		SP:Iteration 4F (120388.730000 sec): 3 clusters
  Score: Raw -629649.083468 + Penalty 2896.159583 = -626752.923885
  nChanged 558
		SP:Iteration 5F (120388.930000 sec): 3 clusters
  Score: Raw -630168.198565 + Penalty 2896.159583 = -627272.038982
  nChanged 535
		SP:Iteration 6F (120389.130000 sec): 3 clusters
  Score: Raw -630613.880919 + Penalty 2896.159583 = -627717.721336
  nChanged 382
		SP:Iteration 7F (120389.340000 sec): 3 clusters
  Score: Raw -630847.406901 + Penalty 2896.159583 = -627951.247319
  nChanged 296
		SP:Iteration 8Q (120389.540000 sec): 3 clusters
  Score: Raw -631013.273804 + Penalty 2896.159583 = -628117.114222
  nChanged 208
		SP:Iteration 9Q (120389.740000 sec): 3 clusters
  Score: Raw -631118.281527 + Penalty 2896.159583 = -628222.121944
  nChanged 164
		SP:Iteration 10Q (120389.940000 sec): 3 clusters
  Score: Raw -631192.667944 + Penalty 2896.159583 = -628296.508361
  nChanged 119
		SP:Iteration 11Q (120390.140000 sec): 3 clusters
  Score: Raw -631232.263017 + Penalty 2896.159583 = -628336.103434
  nChanged 92
		SP:Iteration 12Q (120390.340000 sec): 3 clusters
  Score: Raw -631258.726936 + Penalty 2896.159583 = -628362.567353
  nChanged 73
		SP:Iteration 13Q (120390.540000 sec): 3 clusters
  Score: Raw -631275.901184 + Penalty 2896.159583 = -628379.741601
  nChanged 44
		SP:Iteration 14Q (120390.750000 sec): 3 clusters
  Score: Raw -631286.773077 + Penalty 2896.159583 = -628390.613495
  nChanged 47
		SP:Iteration 15Q (120390.950000 sec): 3 clusters
  Score: Raw -631297.053094 + Penalty 2896.159583 = -628400.893511
  nChanged 29
		SP:Iteration 16Q (120391.150000 sec): 3 clusters
  Score: Raw -631302.643735 + Penalty 2896.159583 = -628406.484152
  nChanged 23
		SP:Iteration 17Q (120391.350000 sec): 3 clusters
  Score: Raw -631306.804567 + Penalty 2896.159583 = -628410.644984
  nChanged 17
		SP:Iteration 18Q (120391.550000 sec): 3 clusters
  Score: Raw -631309.184816 + Penalty 2896.159583 = -628413.025233
  nChanged 8
		SP:Iteration 19Q (120391.750000 sec): 3 clusters
  Score: Raw -631310.712718 + Penalty 2896.159583 = -628414.553135
  nChanged 8
		SP:Iteration 20F (120391.950000 sec): 3 clusters
  Score: Raw -631311.950105 + Penalty 2896.159583 = -628415.790522
  nChanged 9
		SP:Iteration 21Q (120392.160000 sec): 3 clusters
  Score: Raw -631313.054753 + Penalty 2896.159583 = -628416.895170
  nChanged 8
		SP:Iteration 22Q (120392.360000 sec): 3 clusters
  Score: Raw -631314.013982 + Penalty 2896.159583 = -628417.854399
  nChanged 6
		SP:Iteration 23Q (120392.560000 sec): 3 clusters
  Score: Raw -631315.180680 + Penalty 2896.159583 = -628419.021097
  nChanged 5
		SP:Iteration 24Q (120392.760000 sec): 3 clusters
  Score: Raw -631316.051154 + Penalty 2896.159583 = -628419.891571
  nChanged 4
		SP:Iteration 25Q (120392.960000 sec): 3 clusters
  Score: Raw -631316.726312 + Penalty 2896.159583 = -628420.566729
  nChanged 4
		SP:Iteration 26Q (120393.160000 sec): 3 clusters
  Score: Raw -631317.171443 + Penalty 2896.159583 = -628421.011860
  nChanged 6
		SP:Iteration 27Q (120393.370000 sec): 3 clusters
  Score: Raw -631317.776018 + Penalty 2896.159583 = -628421.616435
  nChanged 4
		SP:Iteration 28Q (120393.570000 sec): 3 clusters
  Score: Raw -631318.360392 + Penalty 2896.159583 = -628422.200809
  nChanged 5
		SP:Iteration 29Q (120393.770000 sec): 3 clusters
  Score: Raw -631318.956594 + Penalty 2896.159583 = -628422.797011
  nChanged 5
		SP:Iteration 30Q (120393.970000 sec): 3 clusters
  Score: Raw -631319.423184 + Penalty 2896.159583 = -628423.263601
  nChanged 4
		SP:Iteration 31Q (120394.170000 sec): 3 clusters
  Score: Raw -631319.999222 + Penalty 2896.159583 = -628423.839639
  nChanged 6
		SP:Iteration 32Q (120394.380000 sec): 3 clusters
  Score: Raw -631320.775584 + Penalty 2896.159583 = -628424.616001
  nChanged 7
		SP:Iteration 33Q (120394.580000 sec): 3 clusters
  Score: Raw -631321.594388 + Penalty 2896.159583 = -628425.434806
  nChanged 8
		SP:Iteration 34Q (120394.780000 sec): 3 clusters
  Score: Raw -631322.592227 + Penalty 2896.159583 = -628426.432644
  nChanged 4
		SP:Iteration 35Q (120394.980000 sec): 3 clusters
  Score: Raw -631323.262175 + Penalty 2896.159583 = -628427.102593
  nChanged 6
		SP:Iteration 36Q (120395.180000 sec): 3 clusters
  Score: Raw -631324.510869 + Penalty 2896.159583 = -628428.351287
  nChanged 7
		SP:Iteration 37Q (120395.380000 sec): 3 clusters
  Score: Raw -631325.631653 + Penalty 2896.159583 = -628429.472071
  nChanged 6
		SP:Iteration 38Q (120395.580000 sec): 3 clusters
  Score: Raw -631326.585246 + Penalty 2896.159583 = -628430.425663
  nChanged 4
		SP:Iteration 39Q (120395.780000 sec): 3 clusters
  Score: Raw -631327.088405 + Penalty 2896.159583 = -628430.928822
  nChanged 2
		SP:Iteration 40F (120395.990000 sec): 3 clusters
  Score: Raw -631327.274347 + Penalty 2896.159583 = -628431.114764
  nChanged 1
		SP:Iteration 41Q (120396.190000 sec): 3 clusters
  Score: Raw -631327.467563 + Penalty 2896.159583 = -628431.307981
  nChanged 3
		SP:Iteration 42Q (120396.390000 sec): 3 clusters
  Score: Raw -631328.032065 + Penalty 2896.159583 = -628431.872482
  nChanged 4
		SP:Iteration 43Q (120396.590000 sec): 3 clusters
  Score: Raw -631328.699257 + Penalty 2896.159583 = -628432.539674
  nChanged 3
		SP:Iteration 44Q (120396.790000 sec): 3 clusters
  Score: Raw -631329.106814 + Penalty 2896.159583 = -628432.947232
  nChanged 2
		SP:Iteration 45Q (120396.990000 sec): 3 clusters
  Score: Raw -631329.195480 + Penalty 2896.159583 = -628433.035897
  nChanged 0
		SP:Iteration 46F (120397.200000 sec): 3 clusters
  Score: Raw -631329.195480 + Penalty 2896.159583 = -628433.035897
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 89 (10051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120397.300000 sec): 2 clusters
  Score: Raw -919505.348809 + Penalty 1497.506954 = -918007.841855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120397.540000 sec): 3 clusters
  Score: Raw -913780.676136 + Penalty 2995.013909 = -910785.662227
  nChanged 4348
		SP:Iteration 1F (120397.770000 sec): 3 clusters
  Score: Raw -916129.528355 + Penalty 2995.013909 = -913134.514447
  nChanged 662
		SP:Iteration 2F (120398.000000 sec): 3 clusters
  Score: Raw -916435.140058 + Penalty 2995.013909 = -913440.126149
  nChanged 589
		SP:Iteration 3F (120398.230000 sec): 3 clusters
  Score: Raw -916710.872828 + Penalty 2995.013909 = -913715.858919
  nChanged 512
		SP:Iteration 4F (120398.460000 sec): 3 clusters
  Score: Raw -916924.810188 + Penalty 2995.013909 = -913929.796280
  nChanged 435
		SP:Iteration 5Q (120398.690000 sec): 3 clusters
  Score: Raw -917092.485814 + Penalty 2995.013909 = -914097.471906
  nChanged 386
		SP:Iteration 6Q (120398.920000 sec): 3 clusters
  Score: Raw -917238.804614 + Penalty 2995.013909 = -914243.790706
  nChanged 342
		SP:Iteration 7Q (120399.150000 sec): 3 clusters
  Score: Raw -917363.816017 + Penalty 2995.013909 = -914368.802108
  nChanged 327
		SP:Iteration 8Q (120399.380000 sec): 3 clusters
  Score: Raw -917499.119313 + Penalty 2995.013909 = -914504.105404
  nChanged 347
		SP:Iteration 9Q (120399.610000 sec): 3 clusters
  Score: Raw -917637.261889 + Penalty 2995.013909 = -914642.247981
  nChanged 349
		SP:Iteration 10Q (120399.840000 sec): 3 clusters
  Score: Raw -917783.962931 + Penalty 2995.013909 = -914788.949022
  nChanged 320
		SP:Iteration 11Q (120400.070000 sec): 3 clusters
  Score: Raw -917923.296139 + Penalty 2995.013909 = -914928.282230
  nChanged 332
		SP:Iteration 12Q (120400.350000 sec): 3 clusters
  Score: Raw -918070.107848 + Penalty 2995.013909 = -915075.093940
  nChanged 311
		SP:Iteration 13Q (120400.570000 sec): 3 clusters
  Score: Raw -918214.411370 + Penalty 2995.013909 = -915219.397462
  nChanged 309
		SP:Iteration 14Q (120400.790000 sec): 3 clusters
  Score: Raw -918349.807928 + Penalty 2995.013909 = -915354.794020
  nChanged 279
		SP:Iteration 15Q (120401.020000 sec): 3 clusters
  Score: Raw -918468.232164 + Penalty 2995.013909 = -915473.218256
  nChanged 242
		SP:Iteration 16Q (120401.240000 sec): 3 clusters
  Score: Raw -918572.635087 + Penalty 2995.013909 = -915577.621179
  nChanged 235
		SP:Iteration 17Q (120401.470000 sec): 3 clusters
  Score: Raw -918663.065371 + Penalty 2995.013909 = -915668.051462
  nChanged 200
		SP:Iteration 18Q (120401.700000 sec): 3 clusters
  Score: Raw -918749.002180 + Penalty 2995.013909 = -915753.988272
  nChanged 202
		SP:Iteration 19Q (120401.930000 sec): 3 clusters
  Score: Raw -918826.027910 + Penalty 2995.013909 = -915831.014002
  nChanged 166
		SP:Iteration 20F (120402.160000 sec): 3 clusters
  Score: Raw -918881.505563 + Penalty 2995.013909 = -915886.491655
  nChanged 135
		SP:Iteration 21Q (120402.380000 sec): 3 clusters
  Score: Raw -918927.666973 + Penalty 2995.013909 = -915932.653064
  nChanged 114
		SP:Iteration 22Q (120402.610000 sec): 3 clusters
  Score: Raw -918965.574401 + Penalty 2995.013909 = -915970.560493
  nChanged 119
		SP:Iteration 23Q (120402.840000 sec): 3 clusters
  Score: Raw -919000.160847 + Penalty 2995.013909 = -916005.146938
  nChanged 101
		SP:Iteration 24Q (120403.060000 sec): 3 clusters
  Score: Raw -919032.700365 + Penalty 2995.013909 = -916037.686456
  nChanged 106
		SP:Iteration 25Q (120403.290000 sec): 3 clusters
  Score: Raw -919061.805816 + Penalty 2995.013909 = -916066.791908
  nChanged 94
		SP:Iteration 26Q (120403.520000 sec): 3 clusters
  Score: Raw -919087.402532 + Penalty 2995.013909 = -916092.388623
  nChanged 72
		SP:Iteration 27Q (120403.750000 sec): 3 clusters
  Score: Raw -919107.827867 + Penalty 2995.013909 = -916112.813958
  nChanged 66
		SP:Iteration 28Q (120403.980000 sec): 3 clusters
  Score: Raw -919127.687423 + Penalty 2995.013909 = -916132.673515
  nChanged 64
		SP:Iteration 29Q (120404.200000 sec): 3 clusters
  Score: Raw -919145.796717 + Penalty 2995.013909 = -916150.782808
  nChanged 61
		SP:Iteration 30Q (120404.430000 sec): 3 clusters
  Score: Raw -919164.133437 + Penalty 2995.013909 = -916169.119528
  nChanged 61
		SP:Iteration 31Q (120404.660000 sec): 3 clusters
  Score: Raw -919186.211178 + Penalty 2995.013909 = -916191.197270
  nChanged 65
		SP:Iteration 32Q (120404.890000 sec): 3 clusters
  Score: Raw -919210.704748 + Penalty 2995.013909 = -916215.690839
  nChanged 66
		SP:Iteration 33Q (120405.120000 sec): 3 clusters
  Score: Raw -919230.542442 + Penalty 2995.013909 = -916235.528533
  nChanged 52
		SP:Iteration 34Q (120405.340000 sec): 3 clusters
  Score: Raw -919245.733364 + Penalty 2995.013909 = -916250.719455
  nChanged 49
		SP:Iteration 35Q (120405.570000 sec): 3 clusters
  Score: Raw -919261.753751 + Penalty 2995.013909 = -916266.739842
  nChanged 54
		SP:Iteration 36Q (120405.800000 sec): 3 clusters
  Score: Raw -919280.660634 + Penalty 2995.013909 = -916285.646725
  nChanged 54
		SP:Iteration 37Q (120406.030000 sec): 3 clusters
  Score: Raw -919297.241307 + Penalty 2995.013909 = -916302.227399
  nChanged 47
		SP:Iteration 38Q (120406.260000 sec): 3 clusters
  Score: Raw -919311.533494 + Penalty 2995.013909 = -916316.519585
  nChanged 42
		SP:Iteration 39Q (120406.480000 sec): 3 clusters
  Score: Raw -919325.520295 + Penalty 2995.013909 = -916330.506386
  nChanged 39
		SP:Iteration 40F (120406.710000 sec): 3 clusters
  Score: Raw -919337.131808 + Penalty 2995.013909 = -916342.117899
  nChanged 38
		SP:Iteration 41Q (120406.940000 sec): 3 clusters
  Score: Raw -919348.507859 + Penalty 2995.013909 = -916353.493950
  nChanged 40
		SP:Iteration 42Q (120407.170000 sec): 3 clusters
  Score: Raw -919363.499073 + Penalty 2995.013909 = -916368.485164
  nChanged 38
		SP:Iteration 43Q (120407.400000 sec): 3 clusters
  Score: Raw -919377.246527 + Penalty 2995.013909 = -916382.232619
  nChanged 34
		SP:Iteration 44Q (120407.620000 sec): 3 clusters
  Score: Raw -919387.883826 + Penalty 2995.013909 = -916392.869918
  nChanged 33
		SP:Iteration 45Q (120407.850000 sec): 3 clusters
  Score: Raw -919399.526885 + Penalty 2995.013909 = -916404.512976
  nChanged 36
		SP:Iteration 46Q (120408.080000 sec): 3 clusters
  Score: Raw -919412.087228 + Penalty 2995.013909 = -916417.073319
  nChanged 37
		SP:Iteration 47Q (120408.310000 sec): 3 clusters
  Score: Raw -919424.873723 + Penalty 2995.013909 = -916429.859814
  nChanged 32
		SP:Iteration 48Q (120408.540000 sec): 3 clusters
  Score: Raw -919437.501128 + Penalty 2995.013909 = -916442.487219
  nChanged 29
		SP:Iteration 49Q (120408.770000 sec): 3 clusters
  Score: Raw -919448.815213 + Penalty 2995.013909 = -916453.801304
  nChanged 32
		SP:Iteration 50Q (120408.990000 sec): 3 clusters
  Score: Raw -919462.214483 + Penalty 2995.013909 = -916467.200575
  nChanged 32
		SP:Iteration 51Q (120409.220000 sec): 3 clusters
  Score: Raw -919471.682280 + Penalty 2995.013909 = -916476.668371
  nChanged 27
		SP:Iteration 52Q (120409.450000 sec): 3 clusters
  Score: Raw -919480.790490 + Penalty 2995.013909 = -916485.776581
  nChanged 33
		SP:Iteration 53Q (120409.680000 sec): 3 clusters
  Score: Raw -919493.720450 + Penalty 2995.013909 = -916498.706542
  nChanged 46
		SP:Iteration 54Q (120409.900000 sec): 3 clusters
  Score: Raw -919516.314686 + Penalty 2995.013909 = -916521.300777
  nChanged 44
		SP:Iteration 55Q (120410.140000 sec): 3 clusters
  Score: Raw -919536.462935 + Penalty 2995.013909 = -916541.449027
  nChanged 47
		SP:Iteration 56Q (120410.360000 sec): 3 clusters
  Score: Raw -919559.672671 + Penalty 2995.013909 = -916564.658763
  nChanged 45
		SP:Iteration 57Q (120410.590000 sec): 3 clusters
  Score: Raw -919582.248388 + Penalty 2995.013909 = -916587.234480
  nChanged 48
		SP:Iteration 58Q (120410.820000 sec): 3 clusters
  Score: Raw -919610.324666 + Penalty 2995.013909 = -916615.310757
  nChanged 46
		SP:Iteration 59Q (120410.970000 sec): 3 clusters
  Score: Raw -919631.480473 + Penalty 2995.013909 = -916636.466565
  nChanged 37
		SP:Iteration 60F (120411.110000 sec): 3 clusters
  Score: Raw -919648.433679 + Penalty 2995.013909 = -916653.419771
  nChanged 30
		SP:Iteration 61Q (120411.340000 sec): 3 clusters
  Score: Raw -919664.195590 + Penalty 2995.013909 = -916669.181682
  nChanged 26
		SP:Iteration 62Q (120411.570000 sec): 3 clusters
  Score: Raw -919677.047623 + Penalty 2995.013909 = -916682.033714
  nChanged 22
		SP:Iteration 63Q (120411.800000 sec): 3 clusters
  Score: Raw -919687.038799 + Penalty 2995.013909 = -916692.024890
  nChanged 27
		SP:Iteration 64Q (120412.030000 sec): 3 clusters
  Score: Raw -919704.249739 + Penalty 2995.013909 = -916709.235830
  nChanged 21
		SP:Iteration 65Q (120412.260000 sec): 3 clusters
  Score: Raw -919713.321093 + Penalty 2995.013909 = -916718.307185
  nChanged 14
		SP:Iteration 66Q (120412.490000 sec): 3 clusters
  Score: Raw -919718.014499 + Penalty 2995.013909 = -916723.000590
  nChanged 8
		SP:Iteration 67Q (120412.720000 sec): 3 clusters
  Score: Raw -919721.491764 + Penalty 2995.013909 = -916726.477855
  nChanged 7
		SP:Iteration 68Q (120412.940000 sec): 3 clusters
  Score: Raw -919724.952596 + Penalty 2995.013909 = -916729.938687
  nChanged 6
		SP:Iteration 69Q (120413.170000 sec): 3 clusters
  Score: Raw -919728.025737 + Penalty 2995.013909 = -916733.011829
  nChanged 7
		SP:Iteration 70Q (120413.400000 sec): 3 clusters
  Score: Raw -919730.775378 + Penalty 2995.013909 = -916735.761470
  nChanged 4
		SP:Iteration 71Q (120413.630000 sec): 3 clusters
  Score: Raw -919732.285325 + Penalty 2995.013909 = -916737.271417
  nChanged 3
		SP:Iteration 72Q (120413.860000 sec): 3 clusters
  Score: Raw -919733.690896 + Penalty 2995.013909 = -916738.676987
  nChanged 5
		SP:Iteration 73Q (120414.080000 sec): 3 clusters
  Score: Raw -919735.829026 + Penalty 2995.013909 = -916740.815117
  nChanged 7
		SP:Iteration 74Q (120414.310000 sec): 3 clusters
  Score: Raw -919739.601456 + Penalty 2995.013909 = -916744.587548
  nChanged 9
		SP:Iteration 75Q (120414.540000 sec): 3 clusters
  Score: Raw -919743.641193 + Penalty 2995.013909 = -916748.627285
  nChanged 3
		SP:Iteration 76Q (120414.770000 sec): 3 clusters
  Score: Raw -919744.735247 + Penalty 2995.013909 = -916749.721338
  nChanged 3
		SP:Iteration 77Q (120415.000000 sec): 3 clusters
  Score: Raw -919745.653671 + Penalty 2995.013909 = -916750.639762
  nChanged 3
		SP:Iteration 78Q (120415.220000 sec): 3 clusters
  Score: Raw -919747.226312 + Penalty 2995.013909 = -916752.212403
  nChanged 4
		SP:Iteration 79Q (120415.450000 sec): 3 clusters
  Score: Raw -919748.831400 + Penalty 2995.013909 = -916753.817492
  nChanged 3
		SP:Iteration 80F (120415.680000 sec): 3 clusters
  Score: Raw -919750.456684 + Penalty 2995.013909 = -916755.442776
  nChanged 4
		SP:Iteration 81Q (120415.910000 sec): 3 clusters
  Score: Raw -919752.951137 + Penalty 2995.013909 = -916757.937229
  nChanged 4
		SP:Iteration 82Q (120416.140000 sec): 3 clusters
  Score: Raw -919754.793687 + Penalty 2995.013909 = -916759.779779
  nChanged 5
		SP:Iteration 83Q (120416.370000 sec): 3 clusters
  Score: Raw -919757.560033 + Penalty 2995.013909 = -916762.546125
  nChanged 6
		SP:Iteration 84Q (120416.600000 sec): 3 clusters
  Score: Raw -919761.085753 + Penalty 2995.013909 = -916766.071844
  nChanged 10
		SP:Iteration 85Q (120416.820000 sec): 3 clusters
  Score: Raw -919766.540678 + Penalty 2995.013909 = -916771.526770
  nChanged 5
		SP:Iteration 86Q (120417.050000 sec): 3 clusters
  Score: Raw -919768.314042 + Penalty 2995.013909 = -916773.300133
  nChanged 2
		SP:Iteration 87Q (120417.280000 sec): 3 clusters
  Score: Raw -919769.396594 + Penalty 2995.013909 = -916774.382686
  nChanged 2
		SP:Iteration 88Q (120417.510000 sec): 3 clusters
  Score: Raw -919770.504414 + Penalty 2995.013909 = -916775.490506
  nChanged 2
		SP:Iteration 89Q (120417.740000 sec): 3 clusters
  Score: Raw -919771.481498 + Penalty 2995.013909 = -916776.467590
  nChanged 0
		SP:Iteration 90F (120417.960000 sec): 3 clusters
  Score: Raw -919771.481498 + Penalty 2995.013909 = -916776.467590
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 90 (1014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120418.080000 sec): 2 clusters
  Score: Raw -71504.961830 + Penalty 1124.769455 = -70380.192375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120418.210000 sec): 3 clusters
  Score: Raw -71202.249863 + Penalty 2249.538910 = -68952.710953
  nChanged 318
		SP:Iteration 1F (120418.390000 sec): 3 clusters
  Score: Raw -71550.791448 + Penalty 2249.538910 = -69301.252538
  nChanged 101
		SP:Iteration 2F (120418.560000 sec): 3 clusters
  Score: Raw -71722.151476 + Penalty 2249.538910 = -69472.612566
  nChanged 73
		SP:Iteration 3F (120418.740000 sec): 3 clusters
  Score: Raw -71877.722584 + Penalty 2249.538910 = -69628.183674
  nChanged 75
		SP:Iteration 4F (120418.920000 sec): 3 clusters
  Score: Raw -72031.278338 + Penalty 2249.538910 = -69781.739429
  nChanged 58
		SP:Iteration 5F (120419.090000 sec): 3 clusters
  Score: Raw -72265.872296 + Penalty 2249.538910 = -70016.333386
  nChanged 49
		SP:Iteration 6Q (120419.270000 sec): 3 clusters
  Score: Raw -72462.147445 + Penalty 2249.538910 = -70212.608535
  nChanged 40
		SP:Iteration 7Q (120419.440000 sec): 3 clusters
  Score: Raw -72559.164778 + Penalty 2249.538910 = -70309.625869
  nChanged 31
		SP:Iteration 8Q (120419.620000 sec): 3 clusters
  Score: Raw -72624.793147 + Penalty 2249.538910 = -70375.254238
  nChanged 14
		SP:Iteration 9Q (120419.800000 sec): 3 clusters
  Score: Raw -72657.189804 + Penalty 2249.538910 = -70407.650894
  nChanged 12
		SP:Iteration 10Q (120419.970000 sec): 3 clusters
  Score: Raw -72674.973579 + Penalty 2249.538910 = -70425.434669
  nChanged 5
		SP:Iteration 11Q (120420.140000 sec): 3 clusters
  Score: Raw -72679.215104 + Penalty 2249.538910 = -70429.676194
  nChanged 5
		SP:Iteration 12Q (120420.320000 sec): 3 clusters
  Score: Raw -72687.287414 + Penalty 2249.538910 = -70437.748504
  nChanged 4
		SP:Iteration 13Q (120420.500000 sec): 3 clusters
  Score: Raw -72692.792953 + Penalty 2249.538910 = -70443.254044
  nChanged 3
		SP:Iteration 14Q (120420.670000 sec): 3 clusters
  Score: Raw -72696.160219 + Penalty 2249.538910 = -70446.621310
  nChanged 1
		SP:Iteration 15Q (120420.850000 sec): 3 clusters
  Score: Raw -72696.557179 + Penalty 2249.538910 = -70447.018269
  nChanged 1
		SP:Iteration 16Q (120421.020000 sec): 3 clusters
  Score: Raw -72696.972689 + Penalty 2249.538910 = -70447.433779
  nChanged 1
		SP:Iteration 17Q (120421.200000 sec): 3 clusters
  Score: Raw -72697.375199 + Penalty 2249.538910 = -70447.836290
  nChanged 3
		SP:Iteration 18Q (120421.380000 sec): 3 clusters
  Score: Raw -72699.676985 + Penalty 2249.538910 = -70450.138075
  nChanged 1
		SP:Iteration 19Q (120421.550000 sec): 3 clusters
  Score: Raw -72700.196448 + Penalty 2249.538910 = -70450.657538
  nChanged 0
		SP:Iteration 20F (120421.730000 sec): 3 clusters
  Score: Raw -72700.196448 + Penalty 2249.538910 = -70450.657538
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 113.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 91 (3799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120421.800000 sec): 2 clusters
  Score: Raw -306332.695683 + Penalty 1339.405137 = -304993.290545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120421.890000 sec): 3 clusters
  Score: Raw -304533.223349 + Penalty 2678.810275 = -301854.413074
  nChanged 1496
		SP:Iteration 1F (120421.970000 sec): 3 clusters
  Score: Raw -305582.117858 + Penalty 2678.810275 = -302903.307584
  nChanged 339
		SP:Iteration 2F (120422.050000 sec): 3 clusters
  Score: Raw -305905.059058 + Penalty 2678.810275 = -303226.248783
  nChanged 299
		SP:Iteration 3F (120422.130000 sec): 3 clusters
  Score: Raw -306198.993337 + Penalty 2678.810275 = -303520.183062
  nChanged 224
		SP:Iteration 4F (120422.200000 sec): 3 clusters
  Score: Raw -306398.663291 + Penalty 2678.810275 = -303719.853016
  nChanged 170
		SP:Iteration 5Q (120422.280000 sec): 3 clusters
  Score: Raw -306568.025754 + Penalty 2678.810275 = -303889.215480
  nChanged 142
		SP:Iteration 6Q (120422.360000 sec): 3 clusters
  Score: Raw -306669.773419 + Penalty 2678.810275 = -303990.963144
  nChanged 96
		SP:Iteration 7Q (120422.440000 sec): 3 clusters
  Score: Raw -306731.396716 + Penalty 2678.810275 = -304052.586442
  nChanged 69
		SP:Iteration 8Q (120422.600000 sec): 3 clusters
  Score: Raw -306769.745145 + Penalty 2678.810275 = -304090.934871
  nChanged 63
		SP:Iteration 9Q (120422.760000 sec): 3 clusters
  Score: Raw -306804.280967 + Penalty 2678.810275 = -304125.470692
  nChanged 57
		SP:Iteration 10Q (120422.930000 sec): 3 clusters
  Score: Raw -306836.220158 + Penalty 2678.810275 = -304157.409884
  nChanged 59
		SP:Iteration 11Q (120423.110000 sec): 3 clusters
  Score: Raw -306868.688578 + Penalty 2678.810275 = -304189.878303
  nChanged 40
		SP:Iteration 12Q (120423.230000 sec): 3 clusters
  Score: Raw -306888.275129 + Penalty 2678.810275 = -304209.464855
  nChanged 30
		SP:Iteration 13Q (120423.300000 sec): 3 clusters
  Score: Raw -306905.307610 + Penalty 2678.810275 = -304226.497335
  nChanged 25
		SP:Iteration 14Q (120423.380000 sec): 3 clusters
  Score: Raw -306917.806152 + Penalty 2678.810275 = -304238.995877
  nChanged 21
		SP:Iteration 15Q (120423.460000 sec): 3 clusters
  Score: Raw -306928.554225 + Penalty 2678.810275 = -304249.743951
  nChanged 18
		SP:Iteration 16Q (120423.540000 sec): 3 clusters
  Score: Raw -306936.534978 + Penalty 2678.810275 = -304257.724704
  nChanged 15
		SP:Iteration 17Q (120423.610000 sec): 3 clusters
  Score: Raw -306943.267422 + Penalty 2678.810275 = -304264.457148
  nChanged 18
		SP:Iteration 18Q (120423.690000 sec): 3 clusters
  Score: Raw -306949.433791 + Penalty 2678.810275 = -304270.623516
  nChanged 21
		SP:Iteration 19Q (120423.770000 sec): 3 clusters
  Score: Raw -306956.276897 + Penalty 2678.810275 = -304277.466623
  nChanged 10
		SP:Iteration 20F (120423.850000 sec): 3 clusters
  Score: Raw -306959.011678 + Penalty 2678.810275 = -304280.201403
  nChanged 11
		SP:Iteration 21Q (120423.960000 sec): 3 clusters
  Score: Raw -306962.959506 + Penalty 2678.810275 = -304284.149231
  nChanged 15
		SP:Iteration 22Q (120424.130000 sec): 3 clusters
  Score: Raw -306967.541713 + Penalty 2678.810275 = -304288.731438
  nChanged 7
		SP:Iteration 23Q (120424.310000 sec): 3 clusters
  Score: Raw -306970.064259 + Penalty 2678.810275 = -304291.253984
  nChanged 3
		SP:Iteration 24Q (120424.490000 sec): 3 clusters
  Score: Raw -306970.938894 + Penalty 2678.810275 = -304292.128619
  nChanged 4
		SP:Iteration 25Q (120424.660000 sec): 3 clusters
  Score: Raw -306971.643521 + Penalty 2678.810275 = -304292.833246
  nChanged 4
		SP:Iteration 26Q (120424.840000 sec): 3 clusters
  Score: Raw -306972.258937 + Penalty 2678.810275 = -304293.448663
  nChanged 3
		SP:Iteration 27Q (120425.010000 sec): 3 clusters
  Score: Raw -306972.725029 + Penalty 2678.810275 = -304293.914754
  nChanged 2
		SP:Iteration 28Q (120425.190000 sec): 3 clusters
  Score: Raw -306972.994811 + Penalty 2678.810275 = -304294.184536
  nChanged 1
		SP:Iteration 29Q (120425.370000 sec): 3 clusters
  Score: Raw -306973.311172 + Penalty 2678.810275 = -304294.500898
  nChanged 3
		SP:Iteration 30Q (120425.540000 sec): 3 clusters
  Score: Raw -306974.137124 + Penalty 2678.810275 = -304295.326849
  nChanged 5
		SP:Iteration 31Q (120425.720000 sec): 3 clusters
  Score: Raw -306975.731893 + Penalty 2678.810275 = -304296.921618
  nChanged 5
		SP:Iteration 32Q (120425.890000 sec): 3 clusters
  Score: Raw -306977.083256 + Penalty 2678.810275 = -304298.272981
  nChanged 3
		SP:Iteration 33Q (120426.110000 sec): 3 clusters
  Score: Raw -306977.498318 + Penalty 2678.810275 = -304298.688043
  nChanged 0
		SP:Iteration 34F (120426.260000 sec): 3 clusters
  Score: Raw -306977.498318 + Penalty 2678.810275 = -304298.688043
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 92 (4395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120426.370000 sec): 2 clusters
  Score: Raw -323234.475396 + Penalty 1363.086207 = -321871.389189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120426.630000 sec): 3 clusters
  Score: Raw -321041.102499 + Penalty 2726.172413 = -318314.930086
  nChanged 1742
		SP:Iteration 1F (120426.770000 sec): 3 clusters
  Score: Raw -322143.516536 + Penalty 2726.172413 = -319417.344123
  nChanged 377
		SP:Iteration 2F (120427.010000 sec): 3 clusters
  Score: Raw -322448.538991 + Penalty 2726.172413 = -319722.366578
  nChanged 285
		SP:Iteration 3F (120427.150000 sec): 3 clusters
  Score: Raw -322678.751802 + Penalty 2726.172413 = -319952.579389
  nChanged 254
		SP:Iteration 4F (120427.380000 sec): 3 clusters
  Score: Raw -322873.493442 + Penalty 2726.172413 = -320147.321028
  nChanged 203
		SP:Iteration 5Q (120427.530000 sec): 3 clusters
  Score: Raw -323013.823913 + Penalty 2726.172413 = -320287.651500
  nChanged 169
		SP:Iteration 6Q (120427.710000 sec): 3 clusters
  Score: Raw -323123.040065 + Penalty 2726.172413 = -320396.867652
  nChanged 144
		SP:Iteration 7Q (120427.890000 sec): 3 clusters
  Score: Raw -323203.181116 + Penalty 2726.172413 = -320477.008702
  nChanged 126
		SP:Iteration 8Q (120428.060000 sec): 3 clusters
  Score: Raw -323279.504629 + Penalty 2726.172413 = -320553.332216
  nChanged 106
		SP:Iteration 9Q (120428.240000 sec): 3 clusters
  Score: Raw -323330.456577 + Penalty 2726.172413 = -320604.284163
  nChanged 81
		SP:Iteration 10Q (120428.410000 sec): 3 clusters
  Score: Raw -323361.045689 + Penalty 2726.172413 = -320634.873276
  nChanged 59
		SP:Iteration 11Q (120428.590000 sec): 3 clusters
  Score: Raw -323381.843878 + Penalty 2726.172413 = -320655.671464
  nChanged 43
		SP:Iteration 12Q (120428.770000 sec): 3 clusters
  Score: Raw -323401.867974 + Penalty 2726.172413 = -320675.695561
  nChanged 30
		SP:Iteration 13Q (120428.940000 sec): 3 clusters
  Score: Raw -323409.117700 + Penalty 2726.172413 = -320682.945286
  nChanged 26
		SP:Iteration 14Q (120429.120000 sec): 3 clusters
  Score: Raw -323416.023413 + Penalty 2726.172413 = -320689.850999
  nChanged 19
		SP:Iteration 15Q (120429.290000 sec): 3 clusters
  Score: Raw -323419.753276 + Penalty 2726.172413 = -320693.580863
  nChanged 15
		SP:Iteration 16Q (120429.470000 sec): 3 clusters
  Score: Raw -323424.172804 + Penalty 2726.172413 = -320698.000391
  nChanged 17
		SP:Iteration 17Q (120429.650000 sec): 3 clusters
  Score: Raw -323429.189571 + Penalty 2726.172413 = -320703.017158
  nChanged 15
		SP:Iteration 18Q (120429.820000 sec): 3 clusters
  Score: Raw -323434.073381 + Penalty 2726.172413 = -320707.900968
  nChanged 18
		SP:Iteration 19Q (120430.000000 sec): 3 clusters
  Score: Raw -323438.922169 + Penalty 2726.172413 = -320712.749756
  nChanged 15
		SP:Iteration 20F (120430.170000 sec): 3 clusters
  Score: Raw -323444.083307 + Penalty 2726.172413 = -320717.910893
  nChanged 17
		SP:Iteration 21Q (120430.350000 sec): 3 clusters
  Score: Raw -323448.693174 + Penalty 2726.172413 = -320722.520761
  nChanged 13
		SP:Iteration 22Q (120430.530000 sec): 3 clusters
  Score: Raw -323453.079647 + Penalty 2726.172413 = -320726.907234
  nChanged 12
		SP:Iteration 23Q (120430.700000 sec): 3 clusters
  Score: Raw -323457.890762 + Penalty 2726.172413 = -320731.718349
  nChanged 15
		SP:Iteration 24Q (120430.880000 sec): 3 clusters
  Score: Raw -323463.123722 + Penalty 2726.172413 = -320736.951309
  nChanged 16
		SP:Iteration 25Q (120431.050000 sec): 3 clusters
  Score: Raw -323466.440381 + Penalty 2726.172413 = -320740.267968
  nChanged 8
		SP:Iteration 26Q (120431.230000 sec): 3 clusters
  Score: Raw -323468.255741 + Penalty 2726.172413 = -320742.083327
  nChanged 12
		SP:Iteration 27Q (120431.400000 sec): 3 clusters
  Score: Raw -323470.549368 + Penalty 2726.172413 = -320744.376955
  nChanged 10
		SP:Iteration 28Q (120431.580000 sec): 3 clusters
  Score: Raw -323473.469411 + Penalty 2726.172413 = -320747.296998
  nChanged 13
		SP:Iteration 29Q (120431.750000 sec): 3 clusters
  Score: Raw -323477.915106 + Penalty 2726.172413 = -320751.742693
  nChanged 8
		SP:Iteration 30Q (120431.930000 sec): 3 clusters
  Score: Raw -323480.493258 + Penalty 2726.172413 = -320754.320845
  nChanged 12
		SP:Iteration 31Q (120432.110000 sec): 3 clusters
  Score: Raw -323483.764760 + Penalty 2726.172413 = -320757.592347
  nChanged 11
		SP:Iteration 32Q (120432.280000 sec): 3 clusters
  Score: Raw -323487.014222 + Penalty 2726.172413 = -320760.841809
  nChanged 11
		SP:Iteration 33Q (120432.460000 sec): 3 clusters
  Score: Raw -323490.551207 + Penalty 2726.172413 = -320764.378794
  nChanged 9
		SP:Iteration 34Q (120432.630000 sec): 3 clusters
  Score: Raw -323492.747810 + Penalty 2726.172413 = -320766.575396
  nChanged 9
		SP:Iteration 35Q (120432.790000 sec): 3 clusters
  Score: Raw -323494.622285 + Penalty 2726.172413 = -320768.449871
  nChanged 5
		SP:Iteration 36Q (120432.940000 sec): 3 clusters
  Score: Raw -323495.472805 + Penalty 2726.172413 = -320769.300392
  nChanged 4
		SP:Iteration 37Q (120433.120000 sec): 3 clusters
  Score: Raw -323496.648286 + Penalty 2726.172413 = -320770.475872
  nChanged 7
		SP:Iteration 38Q (120433.290000 sec): 3 clusters
  Score: Raw -323498.450529 + Penalty 2726.172413 = -320772.278116
  nChanged 5
		SP:Iteration 39Q (120433.470000 sec): 3 clusters
  Score: Raw -323499.239091 + Penalty 2726.172413 = -320773.066677
  nChanged 2
		SP:Iteration 40F (120433.650000 sec): 3 clusters
  Score: Raw -323499.517571 + Penalty 2726.172413 = -320773.345158
  nChanged 1
		SP:Iteration 41Q (120433.820000 sec): 3 clusters
  Score: Raw -323499.714355 + Penalty 2726.172413 = -320773.541942
  nChanged 1
		SP:Iteration 42Q (120434.000000 sec): 3 clusters
  Score: Raw -323499.796392 + Penalty 2726.172413 = -320773.623979
  nChanged 0
		SP:Iteration 43F (120434.170000 sec): 3 clusters
  Score: Raw -323499.796392 + Penalty 2726.172413 = -320773.623979
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 93 (2562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120434.250000 sec): 2 clusters
  Score: Raw -197669.153721 + Penalty 1275.388316 = -196393.765405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120434.410000 sec): 3 clusters
  Score: Raw -196518.859511 + Penalty 2550.776632 = -193968.082879
  nChanged 965
		SP:Iteration 1F (120434.570000 sec): 3 clusters
  Score: Raw -197142.030862 + Penalty 2550.776632 = -194591.254231
  nChanged 222
		SP:Iteration 2F (120434.750000 sec): 3 clusters
  Score: Raw -197322.267505 + Penalty 2550.776632 = -194771.490873
  nChanged 155
		SP:Iteration 3F (120434.930000 sec): 3 clusters
  Score: Raw -197432.668961 + Penalty 2550.776632 = -194881.892329
  nChanged 111
		SP:Iteration 4Q (120435.070000 sec): 3 clusters
  Score: Raw -197518.324816 + Penalty 2550.776632 = -194967.548184
  nChanged 96
		SP:Iteration 5Q (120435.120000 sec): 3 clusters
  Score: Raw -197594.415324 + Penalty 2550.776632 = -195043.638692
  nChanged 88
		SP:Iteration 6Q (120435.170000 sec): 3 clusters
  Score: Raw -197654.400095 + Penalty 2550.776632 = -195103.623463
  nChanged 64
		SP:Iteration 7Q (120435.230000 sec): 3 clusters
  Score: Raw -197703.919644 + Penalty 2550.776632 = -195153.143012
  nChanged 56
		SP:Iteration 8Q (120435.280000 sec): 3 clusters
  Score: Raw -197738.436620 + Penalty 2550.776632 = -195187.659988
  nChanged 52
		SP:Iteration 9Q (120435.330000 sec): 3 clusters
  Score: Raw -197768.843455 + Penalty 2550.776632 = -195218.066823
  nChanged 45
		SP:Iteration 10Q (120435.380000 sec): 3 clusters
  Score: Raw -197794.989500 + Penalty 2550.776632 = -195244.212868
  nChanged 40
		SP:Iteration 11Q (120435.430000 sec): 3 clusters
  Score: Raw -197819.244721 + Penalty 2550.776632 = -195268.468089
  nChanged 30
		SP:Iteration 12Q (120435.480000 sec): 3 clusters
  Score: Raw -197847.737039 + Penalty 2550.776632 = -195296.960408
  nChanged 45
		SP:Iteration 13Q (120435.530000 sec): 3 clusters
  Score: Raw -197886.395388 + Penalty 2550.776632 = -195335.618756
  nChanged 53
		SP:Iteration 14Q (120435.590000 sec): 3 clusters
  Score: Raw -197930.550968 + Penalty 2550.776632 = -195379.774336
  nChanged 51
		SP:Iteration 15Q (120435.640000 sec): 3 clusters
  Score: Raw -197969.333166 + Penalty 2550.776632 = -195418.556534
  nChanged 37
		SP:Iteration 16Q (120435.690000 sec): 3 clusters
  Score: Raw -197989.560617 + Penalty 2550.776632 = -195438.783985
  nChanged 31
		SP:Iteration 17Q (120435.740000 sec): 3 clusters
  Score: Raw -198010.116141 + Penalty 2550.776632 = -195459.339509
  nChanged 33
		SP:Iteration 18Q (120435.790000 sec): 3 clusters
  Score: Raw -198034.352691 + Penalty 2550.776632 = -195483.576060
  nChanged 39
		SP:Iteration 19Q (120435.840000 sec): 3 clusters
  Score: Raw -198063.321035 + Penalty 2550.776632 = -195512.544403
  nChanged 37
		SP:Iteration 20F (120435.890000 sec): 3 clusters
  Score: Raw -198085.919134 + Penalty 2550.776632 = -195535.142503
  nChanged 25
		SP:Iteration 21Q (120435.950000 sec): 3 clusters
  Score: Raw -198102.973300 + Penalty 2550.776632 = -195552.196668
  nChanged 34
		SP:Iteration 22Q (120436.000000 sec): 3 clusters
  Score: Raw -198124.159990 + Penalty 2550.776632 = -195573.383358
  nChanged 33
		SP:Iteration 23Q (120436.050000 sec): 3 clusters
  Score: Raw -198139.771089 + Penalty 2550.776632 = -195588.994458
  nChanged 25
		SP:Iteration 24Q (120436.100000 sec): 3 clusters
  Score: Raw -198157.420581 + Penalty 2550.776632 = -195606.643949
  nChanged 24
		SP:Iteration 25Q (120436.150000 sec): 3 clusters
  Score: Raw -198174.362849 + Penalty 2550.776632 = -195623.586217
  nChanged 26
		SP:Iteration 26Q (120436.200000 sec): 3 clusters
  Score: Raw -198190.854817 + Penalty 2550.776632 = -195640.078185
  nChanged 25
		SP:Iteration 27Q (120436.250000 sec): 3 clusters
  Score: Raw -198205.869604 + Penalty 2550.776632 = -195655.092972
  nChanged 29
		SP:Iteration 28Q (120436.300000 sec): 3 clusters
  Score: Raw -198228.298503 + Penalty 2550.776632 = -195677.521871
  nChanged 29
		SP:Iteration 29Q (120436.350000 sec): 3 clusters
  Score: Raw -198241.546020 + Penalty 2550.776632 = -195690.769388
  nChanged 21
		SP:Iteration 30Q (120436.410000 sec): 3 clusters
  Score: Raw -198251.605731 + Penalty 2550.776632 = -195700.829099
  nChanged 19
		SP:Iteration 31Q (120436.460000 sec): 3 clusters
  Score: Raw -198262.532070 + Penalty 2550.776632 = -195711.755438
  nChanged 15
		SP:Iteration 32Q (120436.510000 sec): 3 clusters
  Score: Raw -198272.809628 + Penalty 2550.776632 = -195722.032996
  nChanged 22
		SP:Iteration 33Q (120436.560000 sec): 3 clusters
  Score: Raw -198286.024961 + Penalty 2550.776632 = -195735.248329
  nChanged 18
		SP:Iteration 34Q (120436.610000 sec): 3 clusters
  Score: Raw -198296.635112 + Penalty 2550.776632 = -195745.858480
  nChanged 16
		SP:Iteration 35Q (120436.660000 sec): 3 clusters
  Score: Raw -198303.177994 + Penalty 2550.776632 = -195752.401362
  nChanged 18
		SP:Iteration 36Q (120436.710000 sec): 3 clusters
  Score: Raw -198312.647020 + Penalty 2550.776632 = -195761.870388
  nChanged 21
		SP:Iteration 37Q (120436.760000 sec): 3 clusters
  Score: Raw -198324.754259 + Penalty 2550.776632 = -195773.977627
  nChanged 19
		SP:Iteration 38Q (120436.810000 sec): 3 clusters
  Score: Raw -198334.620865 + Penalty 2550.776632 = -195783.844233
  nChanged 14
		SP:Iteration 39Q (120436.860000 sec): 3 clusters
  Score: Raw -198343.385117 + Penalty 2550.776632 = -195792.608485
  nChanged 14
		SP:Iteration 40F (120436.910000 sec): 3 clusters
  Score: Raw -198348.747982 + Penalty 2550.776632 = -195797.971350
  nChanged 12
		SP:Iteration 41Q (120436.970000 sec): 3 clusters
  Score: Raw -198353.743213 + Penalty 2550.776632 = -195802.966581
  nChanged 10
		SP:Iteration 42Q (120437.010000 sec): 3 clusters
  Score: Raw -198358.729874 + Penalty 2550.776632 = -195807.953242
  nChanged 9
		SP:Iteration 43Q (120437.070000 sec): 3 clusters
  Score: Raw -198366.627976 + Penalty 2550.776632 = -195815.851344
  nChanged 15
		SP:Iteration 44Q (120437.120000 sec): 3 clusters
  Score: Raw -198373.494070 + Penalty 2550.776632 = -195822.717438
  nChanged 12
		SP:Iteration 45Q (120437.170000 sec): 3 clusters
  Score: Raw -198379.081759 + Penalty 2550.776632 = -195828.305127
  nChanged 9
		SP:Iteration 46Q (120437.220000 sec): 3 clusters
  Score: Raw -198382.573712 + Penalty 2550.776632 = -195831.797080
  nChanged 7
		SP:Iteration 47Q (120437.270000 sec): 3 clusters
  Score: Raw -198385.441094 + Penalty 2550.776632 = -195834.664462
  nChanged 6
		SP:Iteration 48Q (120437.320000 sec): 3 clusters
  Score: Raw -198388.185460 + Penalty 2550.776632 = -195837.408828
  nChanged 11
		SP:Iteration 49Q (120437.370000 sec): 3 clusters
  Score: Raw -198393.980521 + Penalty 2550.776632 = -195843.203889
  nChanged 11
		SP:Iteration 50Q (120437.420000 sec): 3 clusters
  Score: Raw -198400.488438 + Penalty 2550.776632 = -195849.711806
  nChanged 17
		SP:Iteration 51Q (120437.470000 sec): 3 clusters
  Score: Raw -198411.058336 + Penalty 2550.776632 = -195860.281704
  nChanged 15
		SP:Iteration 52Q (120437.520000 sec): 3 clusters
  Score: Raw -198421.715190 + Penalty 2550.776632 = -195870.938558
  nChanged 17
		SP:Iteration 53Q (120437.570000 sec): 3 clusters
  Score: Raw -198431.783762 + Penalty 2550.776632 = -195881.007130
  nChanged 21
		SP:Iteration 54Q (120437.620000 sec): 3 clusters
  Score: Raw -198439.196502 + Penalty 2550.776632 = -195888.419870
  nChanged 14
		SP:Iteration 55Q (120437.670000 sec): 3 clusters
  Score: Raw -198445.559350 + Penalty 2550.776632 = -195894.782719
  nChanged 7
		SP:Iteration 56Q (120437.730000 sec): 3 clusters
  Score: Raw -198449.205538 + Penalty 2550.776632 = -195898.428906
  nChanged 5
		SP:Iteration 57Q (120437.770000 sec): 3 clusters
  Score: Raw -198451.774584 + Penalty 2550.776632 = -195900.997953
  nChanged 3
		SP:Iteration 58Q (120437.830000 sec): 3 clusters
  Score: Raw -198452.820765 + Penalty 2550.776632 = -195902.044134
  nChanged 3
		SP:Iteration 59Q (120437.880000 sec): 3 clusters
  Score: Raw -198454.331240 + Penalty 2550.776632 = -195903.554608
  nChanged 3
		SP:Iteration 60F (120437.930000 sec): 3 clusters
  Score: Raw -198454.735358 + Penalty 2550.776632 = -195903.958726
  nChanged 1
		SP:Iteration 61Q (120437.980000 sec): 3 clusters
  Score: Raw -198455.349874 + Penalty 2550.776632 = -195904.573242
  nChanged 4
		SP:Iteration 62Q (120438.030000 sec): 3 clusters
  Score: Raw -198456.604055 + Penalty 2550.776632 = -195905.827424
  nChanged 1
		SP:Iteration 63Q (120438.080000 sec): 3 clusters
  Score: Raw -198456.831429 + Penalty 2550.776632 = -195906.054797
  nChanged 0
		SP:Iteration 64F (120438.140000 sec): 3 clusters
  Score: Raw -198456.831429 + Penalty 2550.776632 = -195906.054797
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 94 (9906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120438.240000 sec): 2 clusters
  Score: Raw -764663.595195 + Penalty 1495.145586 = -763168.449609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120438.490000 sec): 3 clusters
  Score: Raw -758975.480296 + Penalty 2990.291172 = -755985.189125
  nChanged 4357
		SP:Iteration 1F (120438.670000 sec): 3 clusters
  Score: Raw -761593.089752 + Penalty 2990.291172 = -758602.798581
  nChanged 761
		SP:Iteration 2F (120438.860000 sec): 3 clusters
  Score: Raw -762095.725216 + Penalty 2990.291172 = -759105.434044
  nChanged 708
		SP:Iteration 3F (120439.050000 sec): 3 clusters
  Score: Raw -762563.213475 + Penalty 2990.291172 = -759572.922303
  nChanged 588
		SP:Iteration 4F (120439.230000 sec): 3 clusters
  Score: Raw -762933.747902 + Penalty 2990.291172 = -759943.456730
  nChanged 517
		SP:Iteration 5F (120439.420000 sec): 3 clusters
  Score: Raw -763229.629615 + Penalty 2990.291172 = -760239.338443
  nChanged 468
		SP:Iteration 6Q (120439.610000 sec): 3 clusters
  Score: Raw -763485.739505 + Penalty 2990.291172 = -760495.448333
  nChanged 403
		SP:Iteration 7Q (120439.830000 sec): 3 clusters
  Score: Raw -763685.349005 + Penalty 2990.291172 = -760695.057833
  nChanged 331
		SP:Iteration 8Q (120440.020000 sec): 3 clusters
  Score: Raw -763855.061971 + Penalty 2990.291172 = -760864.770800
  nChanged 299
		SP:Iteration 9Q (120440.200000 sec): 3 clusters
  Score: Raw -764002.811905 + Penalty 2990.291172 = -761012.520734
  nChanged 247
		SP:Iteration 10Q (120440.390000 sec): 3 clusters
  Score: Raw -764124.889159 + Penalty 2990.291172 = -761134.597988
  nChanged 222
		SP:Iteration 11Q (120440.570000 sec): 3 clusters
  Score: Raw -764222.390194 + Penalty 2990.291172 = -761232.099023
  nChanged 194
		SP:Iteration 12Q (120440.800000 sec): 3 clusters
  Score: Raw -764304.550786 + Penalty 2990.291172 = -761314.259614
  nChanged 170
		SP:Iteration 13Q (120440.990000 sec): 3 clusters
  Score: Raw -764373.138901 + Penalty 2990.291172 = -761382.847729
  nChanged 160
		SP:Iteration 14Q (120441.170000 sec): 3 clusters
  Score: Raw -764440.269815 + Penalty 2990.291172 = -761449.978643
  nChanged 148
		SP:Iteration 15Q (120441.350000 sec): 3 clusters
  Score: Raw -764496.982410 + Penalty 2990.291172 = -761506.691238
  nChanged 127
		SP:Iteration 16Q (120441.540000 sec): 3 clusters
  Score: Raw -764539.273008 + Penalty 2990.291172 = -761548.981836
  nChanged 107
		SP:Iteration 17Q (120441.730000 sec): 3 clusters
  Score: Raw -764569.610675 + Penalty 2990.291172 = -761579.319503
  nChanged 83
		SP:Iteration 18Q (120441.910000 sec): 3 clusters
  Score: Raw -764594.511211 + Penalty 2990.291172 = -761604.220039
  nChanged 90
		SP:Iteration 19Q (120442.110000 sec): 3 clusters
  Score: Raw -764618.904925 + Penalty 2990.291172 = -761628.613753
  nChanged 73
		SP:Iteration 20F (120442.290000 sec): 3 clusters
  Score: Raw -764640.204999 + Penalty 2990.291172 = -761649.913827
  nChanged 68
		SP:Iteration 21Q (120442.510000 sec): 3 clusters
  Score: Raw -764661.204319 + Penalty 2990.291172 = -761670.913147
  nChanged 56
		SP:Iteration 22Q (120442.650000 sec): 3 clusters
  Score: Raw -764675.250152 + Penalty 2990.291172 = -761684.958981
  nChanged 51
		SP:Iteration 23Q (120442.880000 sec): 3 clusters
  Score: Raw -764688.057647 + Penalty 2990.291172 = -761697.766475
  nChanged 40
		SP:Iteration 24Q (120443.010000 sec): 3 clusters
  Score: Raw -764699.069033 + Penalty 2990.291172 = -761708.777861
  nChanged 34
		SP:Iteration 25Q (120443.210000 sec): 3 clusters
  Score: Raw -764707.165722 + Penalty 2990.291172 = -761716.874550
  nChanged 38
		SP:Iteration 26Q (120443.440000 sec): 3 clusters
  Score: Raw -764719.005975 + Penalty 2990.291172 = -761728.714804
  nChanged 46
		SP:Iteration 27Q (120443.630000 sec): 3 clusters
  Score: Raw -764730.329089 + Penalty 2990.291172 = -761740.037918
  nChanged 45
		SP:Iteration 28Q (120443.810000 sec): 3 clusters
  Score: Raw -764744.074145 + Penalty 2990.291172 = -761753.782974
  nChanged 42
		SP:Iteration 29Q (120443.940000 sec): 3 clusters
  Score: Raw -764758.579942 + Penalty 2990.291172 = -761768.288770
  nChanged 47
		SP:Iteration 30Q (120444.150000 sec): 3 clusters
  Score: Raw -764774.491041 + Penalty 2990.291172 = -761784.199870
  nChanged 49
		SP:Iteration 31Q (120444.330000 sec): 3 clusters
  Score: Raw -764787.504010 + Penalty 2990.291172 = -761797.212838
  nChanged 37
		SP:Iteration 32Q (120444.520000 sec): 3 clusters
  Score: Raw -764797.049765 + Penalty 2990.291172 = -761806.758594
  nChanged 28
		SP:Iteration 33Q (120444.710000 sec): 3 clusters
  Score: Raw -764803.273348 + Penalty 2990.291172 = -761812.982176
  nChanged 26
		SP:Iteration 34Q (120444.890000 sec): 3 clusters
  Score: Raw -764809.452362 + Penalty 2990.291172 = -761819.161190
  nChanged 24
		SP:Iteration 35Q (120445.080000 sec): 3 clusters
  Score: Raw -764814.390310 + Penalty 2990.291172 = -761824.099138
  nChanged 21
		SP:Iteration 36Q (120445.270000 sec): 3 clusters
  Score: Raw -764818.275763 + Penalty 2990.291172 = -761827.984592
  nChanged 19
		SP:Iteration 37Q (120445.450000 sec): 3 clusters
  Score: Raw -764822.368891 + Penalty 2990.291172 = -761832.077720
  nChanged 15
		SP:Iteration 38Q (120445.640000 sec): 3 clusters
  Score: Raw -764825.434961 + Penalty 2990.291172 = -761835.143789
  nChanged 20
		SP:Iteration 39Q (120445.830000 sec): 3 clusters
  Score: Raw -764831.492893 + Penalty 2990.291172 = -761841.201721
  nChanged 21
		SP:Iteration 40F (120446.020000 sec): 3 clusters
  Score: Raw -764835.686019 + Penalty 2990.291172 = -761845.394847
  nChanged 15
		SP:Iteration 41Q (120446.210000 sec): 3 clusters
  Score: Raw -764838.953374 + Penalty 2990.291172 = -761848.662202
  nChanged 12
		SP:Iteration 42Q (120446.390000 sec): 3 clusters
  Score: Raw -764841.892781 + Penalty 2990.291172 = -761851.601609
  nChanged 14
		SP:Iteration 43Q (120446.630000 sec): 3 clusters
  Score: Raw -764845.137177 + Penalty 2990.291172 = -761854.846005
  nChanged 10
		SP:Iteration 44Q (120446.850000 sec): 3 clusters
  Score: Raw -764848.027490 + Penalty 2990.291172 = -761857.736318
  nChanged 12
		SP:Iteration 45Q (120447.040000 sec): 3 clusters
  Score: Raw -764849.961957 + Penalty 2990.291172 = -761859.670785
  nChanged 7
		SP:Iteration 46Q (120447.230000 sec): 3 clusters
  Score: Raw -764851.710197 + Penalty 2990.291172 = -761861.419025
  nChanged 10
		SP:Iteration 47Q (120447.410000 sec): 3 clusters
  Score: Raw -764853.643910 + Penalty 2990.291172 = -761863.352738
  nChanged 10
		SP:Iteration 48Q (120447.600000 sec): 3 clusters
  Score: Raw -764855.445313 + Penalty 2990.291172 = -761865.154141
  nChanged 8
		SP:Iteration 49Q (120447.790000 sec): 3 clusters
  Score: Raw -764856.692753 + Penalty 2990.291172 = -761866.401581
  nChanged 8
		SP:Iteration 50Q (120447.970000 sec): 3 clusters
  Score: Raw -764858.553134 + Penalty 2990.291172 = -761868.261962
  nChanged 6
		SP:Iteration 51Q (120448.170000 sec): 3 clusters
  Score: Raw -764859.535293 + Penalty 2990.291172 = -761869.244121
  nChanged 4
		SP:Iteration 52Q (120448.350000 sec): 3 clusters
  Score: Raw -764860.087983 + Penalty 2990.291172 = -761869.796811
  nChanged 1
		SP:Iteration 53Q (120448.590000 sec): 3 clusters
  Score: Raw -764860.225261 + Penalty 2990.291172 = -761869.934089
  nChanged 2
		SP:Iteration 54Q (120448.780000 sec): 3 clusters
  Score: Raw -764860.399373 + Penalty 2990.291172 = -761870.108201
  nChanged 0
		SP:Iteration 55F (120448.960000 sec): 3 clusters
  Score: Raw -764860.399373 + Penalty 2990.291172 = -761870.108201
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 95 (6384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120449.100000 sec): 2 clusters
  Score: Raw -536846.073618 + Penalty 1423.751898 = -535422.321720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120449.280000 sec): 3 clusters
  Score: Raw -533483.330029 + Penalty 2847.503795 = -530635.826234
  nChanged 2698
		SP:Iteration 1F (120449.450000 sec): 3 clusters
  Score: Raw -535481.568498 + Penalty 2847.503795 = -532634.064703
  nChanged 635
		SP:Iteration 2F (120449.610000 sec): 3 clusters
  Score: Raw -536213.767942 + Penalty 2847.503795 = -533366.264147
  nChanged 588
		SP:Iteration 3F (120449.780000 sec): 3 clusters
  Score: Raw -536882.753593 + Penalty 2847.503795 = -534035.249798
  nChanged 478
		SP:Iteration 4F (120449.940000 sec): 3 clusters
  Score: Raw -537301.683124 + Penalty 2847.503795 = -534454.179329
  nChanged 308
		SP:Iteration 5Q (120450.110000 sec): 3 clusters
  Score: Raw -537517.922428 + Penalty 2847.503795 = -534670.418633
  nChanged 260
		SP:Iteration 6Q (120450.280000 sec): 3 clusters
  Score: Raw -537673.668273 + Penalty 2847.503795 = -534826.164478
  nChanged 193
		SP:Iteration 7Q (120450.440000 sec): 3 clusters
  Score: Raw -537758.376114 + Penalty 2847.503795 = -534910.872319
  nChanged 137
		SP:Iteration 8Q (120450.600000 sec): 3 clusters
  Score: Raw -537815.267353 + Penalty 2847.503795 = -534967.763558
  nChanged 111
		SP:Iteration 9Q (120450.770000 sec): 3 clusters
  Score: Raw -537854.107624 + Penalty 2847.503795 = -535006.603829
  nChanged 90
		SP:Iteration 10Q (120450.940000 sec): 3 clusters
  Score: Raw -537884.177486 + Penalty 2847.503795 = -535036.673691
  nChanged 64
		SP:Iteration 11Q (120451.100000 sec): 3 clusters
  Score: Raw -537904.383925 + Penalty 2847.503795 = -535056.880130
  nChanged 51
		SP:Iteration 12Q (120451.310000 sec): 3 clusters
  Score: Raw -537917.728341 + Penalty 2847.503795 = -535070.224545
  nChanged 45
		SP:Iteration 13Q (120451.520000 sec): 3 clusters
  Score: Raw -537927.283180 + Penalty 2847.503795 = -535079.779385
  nChanged 34
		SP:Iteration 14Q (120451.680000 sec): 3 clusters
  Score: Raw -537935.967946 + Penalty 2847.503795 = -535088.464150
  nChanged 23
		SP:Iteration 15Q (120451.840000 sec): 3 clusters
  Score: Raw -537941.070118 + Penalty 2847.503795 = -535093.566323
  nChanged 21
		SP:Iteration 16Q (120452.010000 sec): 3 clusters
  Score: Raw -537946.396000 + Penalty 2847.503795 = -535098.892205
  nChanged 20
		SP:Iteration 17Q (120452.220000 sec): 3 clusters
  Score: Raw -537949.365171 + Penalty 2847.503795 = -535101.861376
  nChanged 12
		SP:Iteration 18Q (120452.430000 sec): 3 clusters
  Score: Raw -537951.496455 + Penalty 2847.503795 = -535103.992660
  nChanged 12
		SP:Iteration 19Q (120452.640000 sec): 3 clusters
  Score: Raw -537954.121422 + Penalty 2847.503795 = -535106.617627
  nChanged 13
		SP:Iteration 20F (120452.840000 sec): 3 clusters
  Score: Raw -537955.775479 + Penalty 2847.503795 = -535108.271684
  nChanged 9
		SP:Iteration 21Q (120453.050000 sec): 3 clusters
  Score: Raw -537957.410921 + Penalty 2847.503795 = -535109.907126
  nChanged 7
		SP:Iteration 22Q (120453.260000 sec): 3 clusters
  Score: Raw -537958.528231 + Penalty 2847.503795 = -535111.024436
  nChanged 6
		SP:Iteration 23Q (120453.450000 sec): 3 clusters
  Score: Raw -537959.925195 + Penalty 2847.503795 = -535112.421400
  nChanged 6
		SP:Iteration 24Q (120453.560000 sec): 3 clusters
  Score: Raw -537961.122338 + Penalty 2847.503795 = -535113.618543
  nChanged 8
		SP:Iteration 25Q (120453.760000 sec): 3 clusters
  Score: Raw -537963.051459 + Penalty 2847.503795 = -535115.547664
  nChanged 9
		SP:Iteration 26Q (120453.970000 sec): 3 clusters
  Score: Raw -537964.742073 + Penalty 2847.503795 = -535117.238278
  nChanged 6
		SP:Iteration 27Q (120454.150000 sec): 3 clusters
  Score: Raw -537965.533561 + Penalty 2847.503795 = -535118.029766
  nChanged 5
		SP:Iteration 28Q (120454.340000 sec): 3 clusters
  Score: Raw -537966.900343 + Penalty 2847.503795 = -535119.396547
  nChanged 7
		SP:Iteration 29Q (120454.450000 sec): 3 clusters
  Score: Raw -537968.403801 + Penalty 2847.503795 = -535120.900006
  nChanged 4
		SP:Iteration 30Q (120454.650000 sec): 3 clusters
  Score: Raw -537969.099447 + Penalty 2847.503795 = -535121.595652
  nChanged 6
		SP:Iteration 31Q (120454.870000 sec): 3 clusters
  Score: Raw -537970.125448 + Penalty 2847.503795 = -535122.621653
  nChanged 7
		SP:Iteration 32Q (120455.020000 sec): 3 clusters
  Score: Raw -537971.064804 + Penalty 2847.503795 = -535123.561008
  nChanged 6
		SP:Iteration 33Q (120455.230000 sec): 3 clusters
  Score: Raw -537972.173993 + Penalty 2847.503795 = -535124.670198
  nChanged 10
		SP:Iteration 34Q (120455.430000 sec): 3 clusters
  Score: Raw -537973.490040 + Penalty 2847.503795 = -535125.986245
  nChanged 4
		SP:Iteration 35Q (120455.640000 sec): 3 clusters
  Score: Raw -537973.924191 + Penalty 2847.503795 = -535126.420396
  nChanged 2
		SP:Iteration 36Q (120455.850000 sec): 3 clusters
  Score: Raw -537974.109114 + Penalty 2847.503795 = -535126.605319
  nChanged 1
		SP:Iteration 37Q (120456.060000 sec): 3 clusters
  Score: Raw -537974.468064 + Penalty 2847.503795 = -535126.964269
  nChanged 3
		SP:Iteration 38Q (120456.270000 sec): 3 clusters
  Score: Raw -537974.738565 + Penalty 2847.503795 = -535127.234770
  nChanged 1
		SP:Iteration 39Q (120456.480000 sec): 3 clusters
  Score: Raw -537975.071281 + Penalty 2847.503795 = -535127.567486
  nChanged 2
		SP:Iteration 40F (120456.680000 sec): 3 clusters
  Score: Raw -537975.675020 + Penalty 2847.503795 = -535128.171225
  nChanged 5
		SP:Iteration 41Q (120456.880000 sec): 3 clusters
  Score: Raw -537976.879414 + Penalty 2847.503795 = -535129.375619
  nChanged 5
		SP:Iteration 42Q (120457.040000 sec): 3 clusters
  Score: Raw -537977.514700 + Penalty 2847.503795 = -535130.010905
  nChanged 3
		SP:Iteration 43Q (120457.210000 sec): 3 clusters
  Score: Raw -537978.221718 + Penalty 2847.503795 = -535130.717923
  nChanged 1
		SP:Iteration 44Q (120457.370000 sec): 3 clusters
  Score: Raw -537978.359959 + Penalty 2847.503795 = -535130.856163
  nChanged 0
		SP:Iteration 45F (120457.570000 sec): 3 clusters
  Score: Raw -537978.359959 + Penalty 2847.503795 = -535130.856163
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 96 (4786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120457.670000 sec): 2 clusters
  Score: Raw -357802.764665 + Penalty 1376.935669 = -356425.828997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120457.840000 sec): 3 clusters
  Score: Raw -355365.165123 + Penalty 2753.871337 = -352611.293785
  nChanged 1935
		SP:Iteration 1F (120458.020000 sec): 3 clusters
  Score: Raw -356620.985155 + Penalty 2753.871337 = -353867.113818
  nChanged 433
		SP:Iteration 2F (120458.210000 sec): 3 clusters
  Score: Raw -356961.793750 + Penalty 2753.871337 = -354207.922413
  nChanged 334
		SP:Iteration 3F (120458.390000 sec): 3 clusters
  Score: Raw -357205.068065 + Penalty 2753.871337 = -354451.196728
  nChanged 271
		SP:Iteration 4F (120458.560000 sec): 3 clusters
  Score: Raw -357393.705732 + Penalty 2753.871337 = -354639.834395
  nChanged 222
		SP:Iteration 5Q (120458.740000 sec): 3 clusters
  Score: Raw -357530.544036 + Penalty 2753.871337 = -354776.672699
  nChanged 169
		SP:Iteration 6Q (120458.910000 sec): 3 clusters
  Score: Raw -357615.240805 + Penalty 2753.871337 = -354861.369467
  nChanged 125
		SP:Iteration 7Q (120459.090000 sec): 3 clusters
  Score: Raw -357681.075424 + Penalty 2753.871337 = -354927.204087
  nChanged 122
		SP:Iteration 8Q (120459.260000 sec): 3 clusters
  Score: Raw -357730.724822 + Penalty 2753.871337 = -354976.853485
  nChanged 100
		SP:Iteration 9Q (120459.440000 sec): 3 clusters
  Score: Raw -357778.764438 + Penalty 2753.871337 = -355024.893101
  nChanged 94
		SP:Iteration 10Q (120459.620000 sec): 3 clusters
  Score: Raw -357816.968007 + Penalty 2753.871337 = -355063.096670
  nChanged 64
		SP:Iteration 11Q (120459.790000 sec): 3 clusters
  Score: Raw -357840.424760 + Penalty 2753.871337 = -355086.553423
  nChanged 60
		SP:Iteration 12Q (120459.970000 sec): 3 clusters
  Score: Raw -357861.250321 + Penalty 2753.871337 = -355107.378983
  nChanged 50
		SP:Iteration 13Q (120460.140000 sec): 3 clusters
  Score: Raw -357877.524222 + Penalty 2753.871337 = -355123.652885
  nChanged 37
		SP:Iteration 14Q (120460.310000 sec): 3 clusters
  Score: Raw -357891.176003 + Penalty 2753.871337 = -355137.304665
  nChanged 39
		SP:Iteration 15Q (120460.490000 sec): 3 clusters
  Score: Raw -357900.017710 + Penalty 2753.871337 = -355146.146373
  nChanged 25
		SP:Iteration 16Q (120460.670000 sec): 3 clusters
  Score: Raw -357906.844233 + Penalty 2753.871337 = -355152.972896
  nChanged 33
		SP:Iteration 17Q (120460.840000 sec): 3 clusters
  Score: Raw -357918.384192 + Penalty 2753.871337 = -355164.512855
  nChanged 29
		SP:Iteration 18Q (120461.020000 sec): 3 clusters
  Score: Raw -357926.715250 + Penalty 2753.871337 = -355172.843913
  nChanged 34
		SP:Iteration 19Q (120461.200000 sec): 3 clusters
  Score: Raw -357933.892747 + Penalty 2753.871337 = -355180.021410
  nChanged 26
		SP:Iteration 20F (120461.370000 sec): 3 clusters
  Score: Raw -357941.843152 + Penalty 2753.871337 = -355187.971815
  nChanged 19
		SP:Iteration 21Q (120461.540000 sec): 3 clusters
  Score: Raw -357946.028250 + Penalty 2753.871337 = -355192.156913
  nChanged 18
		SP:Iteration 22Q (120461.720000 sec): 3 clusters
  Score: Raw -357950.084846 + Penalty 2753.871337 = -355196.213509
  nChanged 16
		SP:Iteration 23Q (120461.900000 sec): 3 clusters
  Score: Raw -357952.511015 + Penalty 2753.871337 = -355198.639677
  nChanged 13
		SP:Iteration 24Q (120462.070000 sec): 3 clusters
  Score: Raw -357954.893407 + Penalty 2753.871337 = -355201.022070
  nChanged 8
		SP:Iteration 25Q (120462.250000 sec): 3 clusters
  Score: Raw -357957.219427 + Penalty 2753.871337 = -355203.348090
  nChanged 11
		SP:Iteration 26Q (120462.420000 sec): 3 clusters
  Score: Raw -357959.744539 + Penalty 2753.871337 = -355205.873202
  nChanged 10
		SP:Iteration 27Q (120462.600000 sec): 3 clusters
  Score: Raw -357962.155777 + Penalty 2753.871337 = -355208.284440
  nChanged 9
		SP:Iteration 28Q (120462.770000 sec): 3 clusters
  Score: Raw -357964.301729 + Penalty 2753.871337 = -355210.430392
  nChanged 16
		SP:Iteration 29Q (120462.950000 sec): 3 clusters
  Score: Raw -357967.496650 + Penalty 2753.871337 = -355213.625312
  nChanged 9
		SP:Iteration 30Q (120463.120000 sec): 3 clusters
  Score: Raw -357969.735855 + Penalty 2753.871337 = -355215.864518
  nChanged 15
		SP:Iteration 31Q (120463.280000 sec): 3 clusters
  Score: Raw -357973.493277 + Penalty 2753.871337 = -355219.621940
  nChanged 14
		SP:Iteration 32Q (120463.450000 sec): 3 clusters
  Score: Raw -357977.957548 + Penalty 2753.871337 = -355224.086211
  nChanged 18
		SP:Iteration 33Q (120463.610000 sec): 3 clusters
  Score: Raw -357981.764448 + Penalty 2753.871337 = -355227.893110
  nChanged 14
		SP:Iteration 34Q (120463.770000 sec): 3 clusters
  Score: Raw -357984.128962 + Penalty 2753.871337 = -355230.257625
  nChanged 13
		SP:Iteration 35Q (120463.940000 sec): 3 clusters
  Score: Raw -357988.042355 + Penalty 2753.871337 = -355234.171017
  nChanged 17
		SP:Iteration 36Q (120464.100000 sec): 3 clusters
  Score: Raw -357992.141102 + Penalty 2753.871337 = -355238.269765
  nChanged 7
		SP:Iteration 37Q (120464.260000 sec): 3 clusters
  Score: Raw -357993.594954 + Penalty 2753.871337 = -355239.723617
  nChanged 7
		SP:Iteration 38Q (120464.470000 sec): 3 clusters
  Score: Raw -357994.837986 + Penalty 2753.871337 = -355240.966649
  nChanged 11
		SP:Iteration 39Q (120464.600000 sec): 3 clusters
  Score: Raw -357996.403973 + Penalty 2753.871337 = -355242.532636
  nChanged 2
		SP:Iteration 40F (120464.680000 sec): 3 clusters
  Score: Raw -357996.806837 + Penalty 2753.871337 = -355242.935500
  nChanged 1
		SP:Iteration 41Q (120464.770000 sec): 3 clusters
  Score: Raw -357996.988481 + Penalty 2753.871337 = -355243.117144
  nChanged 2
		SP:Iteration 42Q (120464.860000 sec): 3 clusters
  Score: Raw -357997.346567 + Penalty 2753.871337 = -355243.475230
  nChanged 4
		SP:Iteration 43Q (120464.950000 sec): 3 clusters
  Score: Raw -357997.880834 + Penalty 2753.871337 = -355244.009497
  nChanged 1
		SP:Iteration 44Q (120465.040000 sec): 3 clusters
  Score: Raw -357997.946307 + Penalty 2753.871337 = -355244.074970
  nChanged 2
		SP:Iteration 45Q (120465.130000 sec): 3 clusters
  Score: Raw -357998.681944 + Penalty 2753.871337 = -355244.810607
  nChanged 0
		SP:Iteration 46F (120465.220000 sec): 3 clusters
  Score: Raw -357998.681944 + Penalty 2753.871337 = -355244.810607
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 97 (4101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120465.290000 sec): 2 clusters
  Score: Raw -339635.706115 + Penalty 1351.835245 = -338283.870870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120465.460000 sec): 3 clusters
  Score: Raw -337671.365301 + Penalty 2703.670491 = -334967.694810
  nChanged 1632
		SP:Iteration 1F (120465.640000 sec): 3 clusters
  Score: Raw -338814.512691 + Penalty 2703.670491 = -336110.842200
  nChanged 377
		SP:Iteration 2F (120465.820000 sec): 3 clusters
  Score: Raw -339107.740428 + Penalty 2703.670491 = -336404.069937
  nChanged 252
		SP:Iteration 3F (120465.990000 sec): 3 clusters
  Score: Raw -339268.410430 + Penalty 2703.670491 = -336564.739939
  nChanged 173
		SP:Iteration 4Q (120466.170000 sec): 3 clusters
  Score: Raw -339367.332952 + Penalty 2703.670491 = -336663.662462
  nChanged 132
		SP:Iteration 5Q (120466.340000 sec): 3 clusters
  Score: Raw -339455.701728 + Penalty 2703.670491 = -336752.031237
  nChanged 136
		SP:Iteration 6Q (120466.520000 sec): 3 clusters
  Score: Raw -339541.323852 + Penalty 2703.670491 = -336837.653361
  nChanged 101
		SP:Iteration 7Q (120466.670000 sec): 3 clusters
  Score: Raw -339605.337061 + Penalty 2703.670491 = -336901.666570
  nChanged 99
		SP:Iteration 8Q (120466.750000 sec): 3 clusters
  Score: Raw -339663.067653 + Penalty 2703.670491 = -336959.397162
  nChanged 93
		SP:Iteration 9Q (120466.830000 sec): 3 clusters
  Score: Raw -339711.953002 + Penalty 2703.670491 = -337008.282512
  nChanged 76
		SP:Iteration 10Q (120466.920000 sec): 3 clusters
  Score: Raw -339749.547510 + Penalty 2703.670491 = -337045.877019
  nChanged 72
		SP:Iteration 11Q (120467.000000 sec): 3 clusters
  Score: Raw -339779.919057 + Penalty 2703.670491 = -337076.248566
  nChanged 62
		SP:Iteration 12Q (120467.080000 sec): 3 clusters
  Score: Raw -339815.765348 + Penalty 2703.670491 = -337112.094858
  nChanged 51
		SP:Iteration 13Q (120467.160000 sec): 3 clusters
  Score: Raw -339835.932615 + Penalty 2703.670491 = -337132.262124
  nChanged 41
		SP:Iteration 14Q (120467.250000 sec): 3 clusters
  Score: Raw -339849.435660 + Penalty 2703.670491 = -337145.765169
  nChanged 33
		SP:Iteration 15Q (120467.330000 sec): 3 clusters
  Score: Raw -339862.319224 + Penalty 2703.670491 = -337158.648733
  nChanged 31
		SP:Iteration 16Q (120467.500000 sec): 3 clusters
  Score: Raw -339872.584693 + Penalty 2703.670491 = -337168.914203
  nChanged 22
		SP:Iteration 17Q (120467.680000 sec): 3 clusters
  Score: Raw -339878.861317 + Penalty 2703.670491 = -337175.190826
  nChanged 18
		SP:Iteration 18Q (120467.850000 sec): 3 clusters
  Score: Raw -339883.719727 + Penalty 2703.670491 = -337180.049236
  nChanged 14
		SP:Iteration 19Q (120468.030000 sec): 3 clusters
  Score: Raw -339888.038064 + Penalty 2703.670491 = -337184.367574
  nChanged 14
		SP:Iteration 20F (120468.200000 sec): 3 clusters
  Score: Raw -339892.938315 + Penalty 2703.670491 = -337189.267824
  nChanged 11
		SP:Iteration 21Q (120468.380000 sec): 3 clusters
  Score: Raw -339896.509949 + Penalty 2703.670491 = -337192.839458
  nChanged 17
		SP:Iteration 22Q (120468.560000 sec): 3 clusters
  Score: Raw -339902.021878 + Penalty 2703.670491 = -337198.351388
  nChanged 17
		SP:Iteration 23Q (120468.730000 sec): 3 clusters
  Score: Raw -339907.453606 + Penalty 2703.670491 = -337203.783116
  nChanged 12
		SP:Iteration 24Q (120468.910000 sec): 3 clusters
  Score: Raw -339912.785383 + Penalty 2703.670491 = -337209.114892
  nChanged 15
		SP:Iteration 25Q (120469.080000 sec): 3 clusters
  Score: Raw -339917.975937 + Penalty 2703.670491 = -337214.305446
  nChanged 19
		SP:Iteration 26Q (120469.260000 sec): 3 clusters
  Score: Raw -339923.376124 + Penalty 2703.670491 = -337219.705634
  nChanged 13
		SP:Iteration 27Q (120469.440000 sec): 3 clusters
  Score: Raw -339926.642033 + Penalty 2703.670491 = -337222.971542
  nChanged 11
		SP:Iteration 28Q (120469.610000 sec): 3 clusters
  Score: Raw -339929.251354 + Penalty 2703.670491 = -337225.580863
  nChanged 7
		SP:Iteration 29Q (120469.790000 sec): 3 clusters
  Score: Raw -339930.926419 + Penalty 2703.670491 = -337227.255929
  nChanged 5
		SP:Iteration 30Q (120469.960000 sec): 3 clusters
  Score: Raw -339931.694722 + Penalty 2703.670491 = -337228.024231
  nChanged 6
		SP:Iteration 31Q (120470.140000 sec): 3 clusters
  Score: Raw -339932.479270 + Penalty 2703.670491 = -337228.808779
  nChanged 3
		SP:Iteration 32Q (120470.290000 sec): 3 clusters
  Score: Raw -339932.728825 + Penalty 2703.670491 = -337229.058334
  nChanged 1
		SP:Iteration 33Q (120470.370000 sec): 3 clusters
  Score: Raw -339932.840563 + Penalty 2703.670491 = -337229.170072
  nChanged 1
		SP:Iteration 34Q (120470.460000 sec): 3 clusters
  Score: Raw -339932.994168 + Penalty 2703.670491 = -337229.323677
  nChanged 1
		SP:Iteration 35Q (120470.540000 sec): 3 clusters
  Score: Raw -339933.195725 + Penalty 2703.670491 = -337229.525234
  nChanged 3
		SP:Iteration 36Q (120470.620000 sec): 3 clusters
  Score: Raw -339933.915741 + Penalty 2703.670491 = -337230.245250
  nChanged 2
		SP:Iteration 37Q (120470.700000 sec): 3 clusters
  Score: Raw -339934.252074 + Penalty 2703.670491 = -337230.581583
  nChanged 2
		SP:Iteration 38Q (120470.780000 sec): 3 clusters
  Score: Raw -339934.767581 + Penalty 2703.670491 = -337231.097090
  nChanged 2
		SP:Iteration 39Q (120470.870000 sec): 3 clusters
  Score: Raw -339935.255872 + Penalty 2703.670491 = -337231.585382
  nChanged 6
		SP:Iteration 40F (120470.950000 sec): 3 clusters
  Score: Raw -339936.760110 + Penalty 2703.670491 = -337233.089619
  nChanged 5
		SP:Iteration 41Q (120471.030000 sec): 3 clusters
  Score: Raw -339937.748274 + Penalty 2703.670491 = -337234.077784
  nChanged 4
		SP:Iteration 42Q (120471.120000 sec): 3 clusters
  Score: Raw -339938.908993 + Penalty 2703.670491 = -337235.238503
  nChanged 1
		SP:Iteration 43Q (120471.200000 sec): 3 clusters
  Score: Raw -339939.189132 + Penalty 2703.670491 = -337235.518641
  nChanged 3
		SP:Iteration 44Q (120471.280000 sec): 3 clusters
  Score: Raw -339939.603464 + Penalty 2703.670491 = -337235.932973
  nChanged 4
		SP:Iteration 45Q (120471.360000 sec): 3 clusters
  Score: Raw -339940.144948 + Penalty 2703.670491 = -337236.474457
  nChanged 0
		SP:Iteration 46F (120471.440000 sec): 3 clusters
  Score: Raw -339940.144948 + Penalty 2703.670491 = -337236.474457
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 98 (4717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120471.540000 sec): 2 clusters
  Score: Raw -455086.007834 + Penalty 1374.575846 = -453711.431988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120471.710000 sec): 3 clusters
  Score: Raw -452704.216063 + Penalty 2749.151692 = -449955.064371
  nChanged 1891
		SP:Iteration 1F (120471.890000 sec): 3 clusters
  Score: Raw -453844.266805 + Penalty 2749.151692 = -451095.115113
  nChanged 324
		SP:Iteration 2F (120472.060000 sec): 3 clusters
  Score: Raw -454039.180736 + Penalty 2749.151692 = -451290.029043
  nChanged 236
		SP:Iteration 3F (120472.240000 sec): 3 clusters
  Score: Raw -454160.465270 + Penalty 2749.151692 = -451411.313578
  nChanged 200
		SP:Iteration 4Q (120472.420000 sec): 3 clusters
  Score: Raw -454258.897605 + Penalty 2749.151692 = -451509.745913
  nChanged 159
		SP:Iteration 5Q (120472.590000 sec): 3 clusters
  Score: Raw -454332.998374 + Penalty 2749.151692 = -451583.846682
  nChanged 144
		SP:Iteration 6Q (120472.770000 sec): 3 clusters
  Score: Raw -454389.638082 + Penalty 2749.151692 = -451640.486390
  nChanged 108
		SP:Iteration 7Q (120472.940000 sec): 3 clusters
  Score: Raw -454433.042345 + Penalty 2749.151692 = -451683.890653
  nChanged 103
		SP:Iteration 8Q (120473.030000 sec): 3 clusters
  Score: Raw -454469.896476 + Penalty 2749.151692 = -451720.744784
  nChanged 90
		SP:Iteration 9Q (120473.120000 sec): 3 clusters
  Score: Raw -454500.710523 + Penalty 2749.151692 = -451751.558831
  nChanged 72
		SP:Iteration 10Q (120473.280000 sec): 3 clusters
  Score: Raw -454525.722257 + Penalty 2749.151692 = -451776.570565
  nChanged 70
		SP:Iteration 11Q (120473.370000 sec): 3 clusters
  Score: Raw -454552.249140 + Penalty 2749.151692 = -451803.097448
  nChanged 74
		SP:Iteration 12Q (120473.460000 sec): 3 clusters
  Score: Raw -454578.488681 + Penalty 2749.151692 = -451829.336989
  nChanged 69
		SP:Iteration 13Q (120473.540000 sec): 3 clusters
  Score: Raw -454602.543667 + Penalty 2749.151692 = -451853.391975
  nChanged 70
		SP:Iteration 14Q (120473.630000 sec): 3 clusters
  Score: Raw -454625.531705 + Penalty 2749.151692 = -451876.380013
  nChanged 67
		SP:Iteration 15Q (120473.720000 sec): 3 clusters
  Score: Raw -454655.685687 + Penalty 2749.151692 = -451906.533995
  nChanged 71
		SP:Iteration 16Q (120473.810000 sec): 3 clusters
  Score: Raw -454684.043473 + Penalty 2749.151692 = -451934.891781
  nChanged 66
		SP:Iteration 17Q (120473.890000 sec): 3 clusters
  Score: Raw -454707.845202 + Penalty 2749.151692 = -451958.693510
  nChanged 55
		SP:Iteration 18Q (120473.980000 sec): 3 clusters
  Score: Raw -454727.333261 + Penalty 2749.151692 = -451978.181569
  nChanged 58
		SP:Iteration 19Q (120474.070000 sec): 3 clusters
  Score: Raw -454746.896177 + Penalty 2749.151692 = -451997.744485
  nChanged 49
		SP:Iteration 20F (120474.160000 sec): 3 clusters
  Score: Raw -454764.767541 + Penalty 2749.151692 = -452015.615849
  nChanged 52
		SP:Iteration 21Q (120474.240000 sec): 3 clusters
  Score: Raw -454784.476901 + Penalty 2749.151692 = -452035.325209
  nChanged 44
		SP:Iteration 22Q (120474.370000 sec): 3 clusters
  Score: Raw -454798.539895 + Penalty 2749.151692 = -452049.388203
  nChanged 44
		SP:Iteration 23Q (120474.550000 sec): 3 clusters
  Score: Raw -454813.762503 + Penalty 2749.151692 = -452064.610811
  nChanged 47
		SP:Iteration 24Q (120474.720000 sec): 3 clusters
  Score: Raw -454827.790816 + Penalty 2749.151692 = -452078.639124
  nChanged 33
		SP:Iteration 25Q (120474.900000 sec): 3 clusters
  Score: Raw -454836.860468 + Penalty 2749.151692 = -452087.708776
  nChanged 30
		SP:Iteration 26Q (120475.080000 sec): 3 clusters
  Score: Raw -454846.780447 + Penalty 2749.151692 = -452097.628755
  nChanged 37
		SP:Iteration 27Q (120475.250000 sec): 3 clusters
  Score: Raw -454857.592421 + Penalty 2749.151692 = -452108.440729
  nChanged 34
		SP:Iteration 28Q (120475.420000 sec): 3 clusters
  Score: Raw -454867.979388 + Penalty 2749.151692 = -452118.827696
  nChanged 39
		SP:Iteration 29Q (120475.600000 sec): 3 clusters
  Score: Raw -454880.048156 + Penalty 2749.151692 = -452130.896464
  nChanged 43
		SP:Iteration 30Q (120475.780000 sec): 3 clusters
  Score: Raw -454891.524097 + Penalty 2749.151692 = -452142.372405
  nChanged 31
		SP:Iteration 31Q (120475.950000 sec): 3 clusters
  Score: Raw -454900.852634 + Penalty 2749.151692 = -452151.700942
  nChanged 32
		SP:Iteration 32Q (120476.130000 sec): 3 clusters
  Score: Raw -454910.539618 + Penalty 2749.151692 = -452161.387926
  nChanged 31
		SP:Iteration 33Q (120476.300000 sec): 3 clusters
  Score: Raw -454919.511516 + Penalty 2749.151692 = -452170.359823
  nChanged 36
		SP:Iteration 34Q (120476.480000 sec): 3 clusters
  Score: Raw -454930.180212 + Penalty 2749.151692 = -452181.028520
  nChanged 29
		SP:Iteration 35Q (120476.660000 sec): 3 clusters
  Score: Raw -454938.970429 + Penalty 2749.151692 = -452189.818737
  nChanged 30
		SP:Iteration 36Q (120476.830000 sec): 3 clusters
  Score: Raw -454947.256275 + Penalty 2749.151692 = -452198.104583
  nChanged 25
		SP:Iteration 37Q (120477.010000 sec): 3 clusters
  Score: Raw -454955.985802 + Penalty 2749.151692 = -452206.834110
  nChanged 35
		SP:Iteration 38Q (120477.180000 sec): 3 clusters
  Score: Raw -454967.253949 + Penalty 2749.151692 = -452218.102256
  nChanged 40
		SP:Iteration 39Q (120477.360000 sec): 3 clusters
  Score: Raw -454981.735137 + Penalty 2749.151692 = -452232.583445
  nChanged 36
		SP:Iteration 40F (120477.530000 sec): 3 clusters
  Score: Raw -454993.817995 + Penalty 2749.151692 = -452244.666303
  nChanged 38
		SP:Iteration 41Q (120477.710000 sec): 3 clusters
  Score: Raw -455007.440770 + Penalty 2749.151692 = -452258.289078
  nChanged 36
		SP:Iteration 42Q (120477.880000 sec): 3 clusters
  Score: Raw -455020.423415 + Penalty 2749.151692 = -452271.271723
  nChanged 35
		SP:Iteration 43Q (120478.060000 sec): 3 clusters
  Score: Raw -455034.179736 + Penalty 2749.151692 = -452285.028044
  nChanged 37
		SP:Iteration 44Q (120478.240000 sec): 3 clusters
  Score: Raw -455048.409735 + Penalty 2749.151692 = -452299.258043
  nChanged 35
		SP:Iteration 45Q (120478.410000 sec): 3 clusters
  Score: Raw -455064.220729 + Penalty 2749.151692 = -452315.069037
  nChanged 36
		SP:Iteration 46Q (120478.590000 sec): 3 clusters
  Score: Raw -455081.119587 + Penalty 2749.151692 = -452331.967895
  nChanged 40
		SP:Iteration 47Q (120478.760000 sec): 3 clusters
  Score: Raw -455095.507389 + Penalty 2749.151692 = -452346.355697
  nChanged 33
		SP:Iteration 48Q (120478.940000 sec): 3 clusters
  Score: Raw -455110.058368 + Penalty 2749.151692 = -452360.906676
  nChanged 36
		SP:Iteration 49Q (120479.110000 sec): 3 clusters
  Score: Raw -455125.625072 + Penalty 2749.151692 = -452376.473380
  nChanged 33
		SP:Iteration 50Q (120479.290000 sec): 3 clusters
  Score: Raw -455141.439069 + Penalty 2749.151692 = -452392.287377
  nChanged 30
		SP:Iteration 51Q (120479.460000 sec): 3 clusters
  Score: Raw -455156.168876 + Penalty 2749.151692 = -452407.017184
  nChanged 34
		SP:Iteration 52Q (120479.640000 sec): 3 clusters
  Score: Raw -455172.560171 + Penalty 2749.151692 = -452423.408479
  nChanged 29
		SP:Iteration 53Q (120479.820000 sec): 3 clusters
  Score: Raw -455187.429725 + Penalty 2749.151692 = -452438.278033
  nChanged 34
		SP:Iteration 54Q (120479.990000 sec): 3 clusters
  Score: Raw -455204.764922 + Penalty 2749.151692 = -452455.613230
  nChanged 23
		SP:Iteration 55Q (120480.170000 sec): 3 clusters
  Score: Raw -455213.248578 + Penalty 2749.151692 = -452464.096886
  nChanged 16
		SP:Iteration 56Q (120480.340000 sec): 3 clusters
  Score: Raw -455219.727274 + Penalty 2749.151692 = -452470.575582
  nChanged 14
		SP:Iteration 57Q (120480.520000 sec): 3 clusters
  Score: Raw -455226.962666 + Penalty 2749.151692 = -452477.810974
  nChanged 12
		SP:Iteration 58Q (120480.700000 sec): 3 clusters
  Score: Raw -455231.455760 + Penalty 2749.151692 = -452482.304068
  nChanged 11
		SP:Iteration 59Q (120480.870000 sec): 3 clusters
  Score: Raw -455235.497486 + Penalty 2749.151692 = -452486.345794
  nChanged 8
		SP:Iteration 60F (120481.040000 sec): 3 clusters
  Score: Raw -455238.870583 + Penalty 2749.151692 = -452489.718891
  nChanged 10
		SP:Iteration 61Q (120481.220000 sec): 3 clusters
  Score: Raw -455242.558004 + Penalty 2749.151692 = -452493.406312
  nChanged 2
		SP:Iteration 62Q (120481.400000 sec): 3 clusters
  Score: Raw -455243.639470 + Penalty 2749.151692 = -452494.487778
  nChanged 2
		SP:Iteration 63Q (120481.570000 sec): 3 clusters
  Score: Raw -455244.200948 + Penalty 2749.151692 = -452495.049256
  nChanged 4
		SP:Iteration 64Q (120481.750000 sec): 3 clusters
  Score: Raw -455245.287459 + Penalty 2749.151692 = -452496.135767
  nChanged 5
		SP:Iteration 65Q (120481.920000 sec): 3 clusters
  Score: Raw -455246.387913 + Penalty 2749.151692 = -452497.236221
  nChanged 4
		SP:Iteration 66Q (120482.100000 sec): 3 clusters
  Score: Raw -455247.659700 + Penalty 2749.151692 = -452498.508008
  nChanged 1
		SP:Iteration 67Q (120482.280000 sec): 3 clusters
  Score: Raw -455247.947269 + Penalty 2749.151692 = -452498.795577
  nChanged 0
		SP:Iteration 68F (120482.450000 sec): 3 clusters
  Score: Raw -455247.947269 + Penalty 2749.151692 = -452498.795577
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 99 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120482.540000 sec): 2 clusters
  Score: Raw -101074.961661 + Penalty 1144.938694 = -99930.022967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120482.710000 sec): 3 clusters
  Score: Raw -100684.771767 + Penalty 2289.877387 = -98394.894380
  nChanged 360
		SP:Iteration 1F (120482.890000 sec): 3 clusters
  Score: Raw -100999.444771 + Penalty 2289.877387 = -98709.567384
  nChanged 79
		SP:Iteration 2F (120483.060000 sec): 3 clusters
  Score: Raw -101073.194733 + Penalty 2289.877387 = -98783.317345
  nChanged 54
		SP:Iteration 3Q (120483.240000 sec): 3 clusters
  Score: Raw -101120.967970 + Penalty 2289.877387 = -98831.090583
  nChanged 34
		SP:Iteration 4Q (120483.420000 sec): 3 clusters
  Score: Raw -101145.954888 + Penalty 2289.877387 = -98856.077501
  nChanged 23
		SP:Iteration 5Q (120483.590000 sec): 3 clusters
  Score: Raw -101164.464563 + Penalty 2289.877387 = -98874.587176
  nChanged 15
		SP:Iteration 6Q (120483.770000 sec): 3 clusters
  Score: Raw -101178.333241 + Penalty 2289.877387 = -98888.455853
  nChanged 14
		SP:Iteration 7Q (120483.940000 sec): 3 clusters
  Score: Raw -101189.578384 + Penalty 2289.877387 = -98899.700996
  nChanged 14
		SP:Iteration 8Q (120484.120000 sec): 3 clusters
  Score: Raw -101203.669216 + Penalty 2289.877387 = -98913.791829
  nChanged 11
		SP:Iteration 9Q (120484.300000 sec): 3 clusters
  Score: Raw -101213.956415 + Penalty 2289.877387 = -98924.079027
  nChanged 9
		SP:Iteration 10Q (120484.470000 sec): 3 clusters
  Score: Raw -101222.040943 + Penalty 2289.877387 = -98932.163555
  nChanged 6
		SP:Iteration 11Q (120484.640000 sec): 3 clusters
  Score: Raw -101227.367942 + Penalty 2289.877387 = -98937.490555
  nChanged 6
		SP:Iteration 12Q (120484.820000 sec): 3 clusters
  Score: Raw -101234.388755 + Penalty 2289.877387 = -98944.511368
  nChanged 7
		SP:Iteration 13Q (120485.000000 sec): 3 clusters
  Score: Raw -101240.099440 + Penalty 2289.877387 = -98950.222052
  nChanged 8
		SP:Iteration 14Q (120485.170000 sec): 3 clusters
  Score: Raw -101246.519829 + Penalty 2289.877387 = -98956.642442
  nChanged 5
		SP:Iteration 15Q (120485.350000 sec): 3 clusters
  Score: Raw -101251.987666 + Penalty 2289.877387 = -98962.110278
  nChanged 7
		SP:Iteration 16Q (120485.520000 sec): 3 clusters
  Score: Raw -101256.132911 + Penalty 2289.877387 = -98966.255524
  nChanged 5
		SP:Iteration 17Q (120485.700000 sec): 3 clusters
  Score: Raw -101261.838348 + Penalty 2289.877387 = -98971.960960
  nChanged 7
		SP:Iteration 18Q (120485.880000 sec): 3 clusters
  Score: Raw -101267.248634 + Penalty 2289.877387 = -98977.371246
  nChanged 5
		SP:Iteration 19Q (120486.050000 sec): 3 clusters
  Score: Raw -101272.330872 + Penalty 2289.877387 = -98982.453485
  nChanged 1
		SP:Iteration 20F (120486.230000 sec): 3 clusters
  Score: Raw -101272.634522 + Penalty 2289.877387 = -98982.757135
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 100 (6275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120486.340000 sec): 2 clusters
  Score: Raw -536599.600759 + Penalty 1420.953424 = -535178.647335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120486.560000 sec): 3 clusters
  Score: Raw -533240.342247 + Penalty 2841.906848 = -530398.435399
  nChanged 2631
		SP:Iteration 1F (120486.770000 sec): 3 clusters
  Score: Raw -535017.430414 + Penalty 2841.906848 = -532175.523566
  nChanged 561
		SP:Iteration 2F (120486.980000 sec): 3 clusters
  Score: Raw -535462.931642 + Penalty 2841.906848 = -532621.024794
  nChanged 493
		SP:Iteration 3F (120487.180000 sec): 3 clusters
  Score: Raw -535820.656460 + Penalty 2841.906848 = -532978.749612
  nChanged 371
		SP:Iteration 4F (120487.390000 sec): 3 clusters
  Score: Raw -536069.321692 + Penalty 2841.906848 = -533227.414844
  nChanged 285
		SP:Iteration 5Q (120487.600000 sec): 3 clusters
  Score: Raw -536228.854025 + Penalty 2841.906848 = -533386.947176
  nChanged 233
		SP:Iteration 6Q (120487.810000 sec): 3 clusters
  Score: Raw -536338.971863 + Penalty 2841.906848 = -533497.065015
  nChanged 181
		SP:Iteration 7Q (120488.020000 sec): 3 clusters
  Score: Raw -536433.085428 + Penalty 2841.906848 = -533591.178580
  nChanged 167
		SP:Iteration 8Q (120488.230000 sec): 3 clusters
  Score: Raw -536525.547823 + Penalty 2841.906848 = -533683.640975
  nChanged 156
		SP:Iteration 9Q (120488.440000 sec): 3 clusters
  Score: Raw -536606.369144 + Penalty 2841.906848 = -533764.462296
  nChanged 142
		SP:Iteration 10Q (120488.650000 sec): 3 clusters
  Score: Raw -536691.213997 + Penalty 2841.906848 = -533849.307148
  nChanged 124
		SP:Iteration 11Q (120488.860000 sec): 3 clusters
  Score: Raw -536759.222157 + Penalty 2841.906848 = -533917.315309
  nChanged 110
		SP:Iteration 12Q (120489.070000 sec): 3 clusters
  Score: Raw -536808.500808 + Penalty 2841.906848 = -533966.593960
  nChanged 97
		SP:Iteration 13Q (120489.280000 sec): 3 clusters
  Score: Raw -536860.185868 + Penalty 2841.906848 = -534018.279019
  nChanged 94
		SP:Iteration 14Q (120489.490000 sec): 3 clusters
  Score: Raw -536906.364422 + Penalty 2841.906848 = -534064.457574
  nChanged 86
		SP:Iteration 15Q (120489.730000 sec): 3 clusters
  Score: Raw -536947.366777 + Penalty 2841.906848 = -534105.459928
  nChanged 78
		SP:Iteration 16Q (120489.910000 sec): 3 clusters
  Score: Raw -536981.676378 + Penalty 2841.906848 = -534139.769530
  nChanged 76
		SP:Iteration 17Q (120490.110000 sec): 3 clusters
  Score: Raw -537022.570176 + Penalty 2841.906848 = -534180.663328
  nChanged 64
		SP:Iteration 18Q (120490.330000 sec): 3 clusters
  Score: Raw -537055.330356 + Penalty 2841.906848 = -534213.423508
  nChanged 75
		SP:Iteration 19Q (120490.530000 sec): 3 clusters
  Score: Raw -537097.243834 + Penalty 2841.906848 = -534255.336986
  nChanged 76
		SP:Iteration 20F (120490.750000 sec): 3 clusters
  Score: Raw -537129.070130 + Penalty 2841.906848 = -534287.163282
  nChanged 61
		SP:Iteration 21Q (120490.960000 sec): 3 clusters
  Score: Raw -537152.503539 + Penalty 2841.906848 = -534310.596691
  nChanged 56
		SP:Iteration 22Q (120491.170000 sec): 3 clusters
  Score: Raw -537172.311236 + Penalty 2841.906848 = -534330.404388
  nChanged 42
		SP:Iteration 23Q (120491.380000 sec): 3 clusters
  Score: Raw -537189.025278 + Penalty 2841.906848 = -534347.118430
  nChanged 41
		SP:Iteration 24Q (120491.590000 sec): 3 clusters
  Score: Raw -537203.597582 + Penalty 2841.906848 = -534361.690733
  nChanged 45
		SP:Iteration 25Q (120491.820000 sec): 3 clusters
  Score: Raw -537217.437235 + Penalty 2841.906848 = -534375.530387
  nChanged 34
		SP:Iteration 26Q (120492.010000 sec): 3 clusters
  Score: Raw -537229.453939 + Penalty 2841.906848 = -534387.547091
  nChanged 39
		SP:Iteration 27Q (120492.210000 sec): 3 clusters
  Score: Raw -537240.275604 + Penalty 2841.906848 = -534398.368755
  nChanged 34
		SP:Iteration 28Q (120492.450000 sec): 3 clusters
  Score: Raw -537253.033433 + Penalty 2841.906848 = -534411.126584
  nChanged 32
		SP:Iteration 29Q (120492.630000 sec): 3 clusters
  Score: Raw -537266.508184 + Penalty 2841.906848 = -534424.601335
  nChanged 30
		SP:Iteration 30Q (120492.840000 sec): 3 clusters
  Score: Raw -537279.188447 + Penalty 2841.906848 = -534437.281599
  nChanged 29
		SP:Iteration 31Q (120493.050000 sec): 3 clusters
  Score: Raw -537291.232937 + Penalty 2841.906848 = -534449.326088
  nChanged 34
		SP:Iteration 32Q (120493.260000 sec): 3 clusters
  Score: Raw -537301.759986 + Penalty 2841.906848 = -534459.853138
  nChanged 28
		SP:Iteration 33Q (120493.470000 sec): 3 clusters
  Score: Raw -537310.857651 + Penalty 2841.906848 = -534468.950803
  nChanged 32
		SP:Iteration 34Q (120493.680000 sec): 3 clusters
  Score: Raw -537320.732826 + Penalty 2841.906848 = -534478.825978
  nChanged 32
		SP:Iteration 35Q (120493.870000 sec): 3 clusters
  Score: Raw -537329.772602 + Penalty 2841.906848 = -534487.865754
  nChanged 27
		SP:Iteration 36Q (120494.060000 sec): 3 clusters
  Score: Raw -537335.433284 + Penalty 2841.906848 = -534493.526436
  nChanged 18
		SP:Iteration 37Q (120494.270000 sec): 3 clusters
  Score: Raw -537339.959849 + Penalty 2841.906848 = -534498.053001
  nChanged 17
		SP:Iteration 38Q (120494.480000 sec): 3 clusters
  Score: Raw -537343.928671 + Penalty 2841.906848 = -534502.021823
  nChanged 19
		SP:Iteration 39Q (120494.690000 sec): 3 clusters
  Score: Raw -537348.821767 + Penalty 2841.906848 = -534506.914919
  nChanged 18
		SP:Iteration 40F (120494.890000 sec): 3 clusters
  Score: Raw -537352.936447 + Penalty 2841.906848 = -534511.029599
  nChanged 15
		SP:Iteration 41Q (120495.110000 sec): 3 clusters
  Score: Raw -537355.261767 + Penalty 2841.906848 = -534513.354919
  nChanged 15
		SP:Iteration 42Q (120495.310000 sec): 3 clusters
  Score: Raw -537358.100859 + Penalty 2841.906848 = -534516.194010
  nChanged 8
		SP:Iteration 43Q (120495.520000 sec): 3 clusters
  Score: Raw -537359.542442 + Penalty 2841.906848 = -534517.635594
  nChanged 6
		SP:Iteration 44Q (120495.730000 sec): 3 clusters
  Score: Raw -537360.264000 + Penalty 2841.906848 = -534518.357152
  nChanged 7
		SP:Iteration 45Q (120495.940000 sec): 3 clusters
  Score: Raw -537360.947311 + Penalty 2841.906848 = -534519.040462
  nChanged 6
		SP:Iteration 46Q (120496.150000 sec): 3 clusters
  Score: Raw -537361.799404 + Penalty 2841.906848 = -534519.892556
  nChanged 10
		SP:Iteration 47Q (120496.360000 sec): 3 clusters
  Score: Raw -537364.281435 + Penalty 2841.906848 = -534522.374587
  nChanged 15
		SP:Iteration 48Q (120496.570000 sec): 3 clusters
  Score: Raw -537369.498407 + Penalty 2841.906848 = -534527.591558
  nChanged 16
		SP:Iteration 49Q (120496.780000 sec): 3 clusters
  Score: Raw -537372.727592 + Penalty 2841.906848 = -534530.820744
  nChanged 14
		SP:Iteration 50Q (120496.990000 sec): 3 clusters
  Score: Raw -537374.871882 + Penalty 2841.906848 = -534532.965033
  nChanged 11
		SP:Iteration 51Q (120497.230000 sec): 3 clusters
  Score: Raw -537377.062878 + Penalty 2841.906848 = -534535.156029
  nChanged 4
		SP:Iteration 52Q (120497.410000 sec): 3 clusters
  Score: Raw -537377.657710 + Penalty 2841.906848 = -534535.750862
  nChanged 6
		SP:Iteration 53Q (120497.620000 sec): 3 clusters
  Score: Raw -537379.086809 + Penalty 2841.906848 = -534537.179960
  nChanged 6
		SP:Iteration 54Q (120497.830000 sec): 3 clusters
  Score: Raw -537380.450185 + Penalty 2841.906848 = -534538.543337
  nChanged 3
		SP:Iteration 55Q (120498.040000 sec): 3 clusters
  Score: Raw -537381.007127 + Penalty 2841.906848 = -534539.100279
  nChanged 2
		SP:Iteration 56Q (120498.250000 sec): 3 clusters
  Score: Raw -537381.441972 + Penalty 2841.906848 = -534539.535124
  nChanged 2
		SP:Iteration 57Q (120498.450000 sec): 3 clusters
  Score: Raw -537381.872187 + Penalty 2841.906848 = -534539.965338
  nChanged 1
		SP:Iteration 58Q (120498.670000 sec): 3 clusters
  Score: Raw -537382.007953 + Penalty 2841.906848 = -534540.101104
  nChanged 2
		SP:Iteration 59Q (120498.880000 sec): 3 clusters
  Score: Raw -537382.339297 + Penalty 2841.906848 = -534540.432449
  nChanged 2
		SP:Iteration 60F (120499.090000 sec): 3 clusters
  Score: Raw -537382.596580 + Penalty 2841.906848 = -534540.689731
  nChanged 3
		SP:Iteration 61Q (120499.310000 sec): 3 clusters
  Score: Raw -537383.095005 + Penalty 2841.906848 = -534541.188157
  nChanged 4
		SP:Iteration 62Q (120499.520000 sec): 3 clusters
  Score: Raw -537383.693084 + Penalty 2841.906848 = -534541.786236
  nChanged 3
		SP:Iteration 63Q (120499.730000 sec): 3 clusters
  Score: Raw -537383.850518 + Penalty 2841.906848 = -534541.943669
  nChanged 1
		SP:Iteration 64Q (120499.950000 sec): 3 clusters
  Score: Raw -537384.074183 + Penalty 2841.906848 = -534542.167334
  nChanged 0
		SP:Iteration 65F (120500.160000 sec): 3 clusters
  Score: Raw -537384.074183 + Penalty 2841.906848 = -534542.167334
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 101 (2470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120500.270000 sec): 2 clusters
  Score: Raw -248337.139281 + Penalty 1269.445682 = -247067.693599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120500.450000 sec): 3 clusters
  Score: Raw -247228.617673 + Penalty 2538.891365 = -244689.726309
  nChanged 877
		SP:Iteration 1F (120500.610000 sec): 3 clusters
  Score: Raw -247769.807451 + Penalty 2538.891365 = -245230.916087
  nChanged 189
		SP:Iteration 2F (120500.750000 sec): 3 clusters
  Score: Raw -247928.493234 + Penalty 2538.891365 = -245389.601869
  nChanged 144
		SP:Iteration 3F (120500.900000 sec): 3 clusters
  Score: Raw -248037.137028 + Penalty 2538.891365 = -245498.245664
  nChanged 99
		SP:Iteration 4Q (120501.050000 sec): 3 clusters
  Score: Raw -248107.699810 + Penalty 2538.891365 = -245568.808445
  nChanged 94
		SP:Iteration 5Q (120501.210000 sec): 3 clusters
  Score: Raw -248162.599498 + Penalty 2538.891365 = -245623.708133
  nChanged 60
		SP:Iteration 6Q (120501.370000 sec): 3 clusters
  Score: Raw -248204.006139 + Penalty 2538.891365 = -245665.114775
  nChanged 59
		SP:Iteration 7Q (120501.530000 sec): 3 clusters
  Score: Raw -248250.353802 + Penalty 2538.891365 = -245711.462438
  nChanged 64
		SP:Iteration 8Q (120501.690000 sec): 3 clusters
  Score: Raw -248303.170068 + Penalty 2538.891365 = -245764.278703
  nChanged 77
		SP:Iteration 9Q (120501.770000 sec): 3 clusters
  Score: Raw -248378.647971 + Penalty 2538.891365 = -245839.756607
  nChanged 79
		SP:Iteration 10Q (120501.820000 sec): 3 clusters
  Score: Raw -248469.334643 + Penalty 2538.891365 = -245930.443278
  nChanged 89
		SP:Iteration 11Q (120501.870000 sec): 3 clusters
  Score: Raw -248601.940321 + Penalty 2538.891365 = -246063.048956
  nChanged 111
		SP:Iteration 12Q (120501.920000 sec): 3 clusters
  Score: Raw -248850.297525 + Penalty 2538.891365 = -246311.406161
  nChanged 114
		SP:Iteration 13Q (120501.970000 sec): 3 clusters
  Score: Raw -249070.427916 + Penalty 2538.891365 = -246531.536552
  nChanged 101
		SP:Iteration 14Q (120502.020000 sec): 3 clusters
  Score: Raw -249177.185688 + Penalty 2538.891365 = -246638.294324
  nChanged 66
		SP:Iteration 15Q (120502.070000 sec): 3 clusters
  Score: Raw -249222.498860 + Penalty 2538.891365 = -246683.607495
  nChanged 51
		SP:Iteration 16Q (120502.120000 sec): 3 clusters
  Score: Raw -249263.260416 + Penalty 2538.891365 = -246724.369052
  nChanged 44
		SP:Iteration 17Q (120502.170000 sec): 3 clusters
  Score: Raw -249300.954379 + Penalty 2538.891365 = -246762.063014
  nChanged 38
		SP:Iteration 18Q (120502.230000 sec): 3 clusters
  Score: Raw -249336.601025 + Penalty 2538.891365 = -246797.709660
  nChanged 31
		SP:Iteration 19Q (120502.270000 sec): 3 clusters
  Score: Raw -249364.839765 + Penalty 2538.891365 = -246825.948400
  nChanged 47
		SP:Iteration 20F (120502.330000 sec): 3 clusters
  Score: Raw -249414.851943 + Penalty 2538.891365 = -246875.960578
  nChanged 41
		SP:Iteration 21Q (120502.380000 sec): 3 clusters
  Score: Raw -249466.486628 + Penalty 2538.891365 = -246927.595264
  nChanged 38
		SP:Iteration 22Q (120502.430000 sec): 3 clusters
  Score: Raw -249520.043640 + Penalty 2538.891365 = -246981.152276
  nChanged 38
		SP:Iteration 23Q (120502.480000 sec): 3 clusters
  Score: Raw -249580.409909 + Penalty 2538.891365 = -247041.518545
  nChanged 39
		SP:Iteration 24Q (120502.530000 sec): 3 clusters
  Score: Raw -249653.488389 + Penalty 2538.891365 = -247114.597025
  nChanged 34
		SP:Iteration 25Q (120502.580000 sec): 3 clusters
  Score: Raw -249717.781178 + Penalty 2538.891365 = -247178.889813
  nChanged 25
		SP:Iteration 26Q (120502.630000 sec): 3 clusters
  Score: Raw -249765.064043 + Penalty 2538.891365 = -247226.172678
  nChanged 18
		SP:Iteration 27Q (120502.670000 sec): 3 clusters
  Score: Raw -249790.283231 + Penalty 2538.891365 = -247251.391866
  nChanged 7
		SP:Iteration 28Q (120502.730000 sec): 3 clusters
  Score: Raw -249798.063045 + Penalty 2538.891365 = -247259.171681
  nChanged 2
		SP:Iteration 29Q (120502.770000 sec): 3 clusters
  Score: Raw -249800.081739 + Penalty 2538.891365 = -247261.190374
  nChanged 1
		SP:Iteration 30Q (120502.830000 sec): 3 clusters
  Score: Raw -249800.705342 + Penalty 2538.891365 = -247261.813977
  nChanged 0
		SP:Iteration 31F (120502.870000 sec): 3 clusters
  Score: Raw -249800.705342 + Penalty 2538.891365 = -247261.813977
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 114.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 102 (1730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120502.960000 sec): 2 clusters
  Score: Raw -137739.282857 + Penalty 1211.579962 = -136527.702896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120503.130000 sec): 3 clusters
  Score: Raw -137052.010424 + Penalty 2423.159923 = -134628.850501
  nChanged 624
		SP:Iteration 1F (120503.310000 sec): 3 clusters
  Score: Raw -137602.256029 + Penalty 2423.159923 = -135179.096105
  nChanged 168
		SP:Iteration 2F (120503.490000 sec): 3 clusters
  Score: Raw -137805.948837 + Penalty 2423.159923 = -135382.788914
  nChanged 95
		SP:Iteration 3F (120503.660000 sec): 3 clusters
  Score: Raw -137916.900679 + Penalty 2423.159923 = -135493.740756
  nChanged 76
		SP:Iteration 4Q (120503.840000 sec): 3 clusters
  Score: Raw -138008.883677 + Penalty 2423.159923 = -135585.723753
  nChanged 69
		SP:Iteration 5Q (120504.010000 sec): 3 clusters
  Score: Raw -138077.753450 + Penalty 2423.159923 = -135654.593527
  nChanged 48
		SP:Iteration 6Q (120504.190000 sec): 3 clusters
  Score: Raw -138138.172150 + Penalty 2423.159923 = -135715.012227
  nChanged 57
		SP:Iteration 7Q (120504.370000 sec): 3 clusters
  Score: Raw -138206.239555 + Penalty 2423.159923 = -135783.079632
  nChanged 45
		SP:Iteration 8Q (120504.540000 sec): 3 clusters
  Score: Raw -138261.025050 + Penalty 2423.159923 = -135837.865126
  nChanged 37
		SP:Iteration 9Q (120504.720000 sec): 3 clusters
  Score: Raw -138296.683044 + Penalty 2423.159923 = -135873.523120
  nChanged 32
		SP:Iteration 10Q (120504.890000 sec): 3 clusters
  Score: Raw -138322.299268 + Penalty 2423.159923 = -135899.139344
  nChanged 25
		SP:Iteration 11Q (120505.070000 sec): 3 clusters
  Score: Raw -138340.884275 + Penalty 2423.159923 = -135917.724352
  nChanged 19
		SP:Iteration 12Q (120505.250000 sec): 3 clusters
  Score: Raw -138354.608904 + Penalty 2423.159923 = -135931.448981
  nChanged 15
		SP:Iteration 13Q (120505.420000 sec): 3 clusters
  Score: Raw -138365.656327 + Penalty 2423.159923 = -135942.496404
  nChanged 17
		SP:Iteration 14Q (120505.600000 sec): 3 clusters
  Score: Raw -138377.202220 + Penalty 2423.159923 = -135954.042297
  nChanged 14
		SP:Iteration 15Q (120505.770000 sec): 3 clusters
  Score: Raw -138388.307629 + Penalty 2423.159923 = -135965.147705
  nChanged 8
		SP:Iteration 16Q (120505.950000 sec): 3 clusters
  Score: Raw -138395.443700 + Penalty 2423.159923 = -135972.283777
  nChanged 7
		SP:Iteration 17Q (120506.130000 sec): 3 clusters
  Score: Raw -138404.053824 + Penalty 2423.159923 = -135980.893901
  nChanged 11
		SP:Iteration 18Q (120506.300000 sec): 3 clusters
  Score: Raw -138409.945405 + Penalty 2423.159923 = -135986.785482
  nChanged 4
		SP:Iteration 19Q (120506.480000 sec): 3 clusters
  Score: Raw -138412.434600 + Penalty 2423.159923 = -135989.274676
  nChanged 3
		SP:Iteration 20F (120506.650000 sec): 3 clusters
  Score: Raw -138414.031752 + Penalty 2423.159923 = -135990.871828
  nChanged 4
		SP:Iteration 21Q (120506.830000 sec): 3 clusters
  Score: Raw -138414.952963 + Penalty 2423.159923 = -135991.793039
  nChanged 2
		SP:Iteration 22Q (120507.010000 sec): 3 clusters
  Score: Raw -138415.528838 + Penalty 2423.159923 = -135992.368914
  nChanged 1
		SP:Iteration 23Q (120507.180000 sec): 3 clusters
  Score: Raw -138416.123342 + Penalty 2423.159923 = -135992.963418
  nChanged 0
		SP:Iteration 24F (120507.350000 sec): 3 clusters
  Score: Raw -138416.123342 + Penalty 2423.159923 = -135992.963418
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 103 (3846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120507.460000 sec): 2 clusters
  Score: Raw -279250.791796 + Penalty 1341.403200 = -277909.388596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120507.630000 sec): 3 clusters
  Score: Raw -277413.611919 + Penalty 2682.806401 = -274730.805518
  nChanged 1501
		SP:Iteration 1F (120507.810000 sec): 3 clusters
  Score: Raw -278520.033745 + Penalty 2682.806401 = -275837.227344
  nChanged 415
		SP:Iteration 2F (120507.990000 sec): 3 clusters
  Score: Raw -278947.635871 + Penalty 2682.806401 = -276264.829470
  nChanged 296
		SP:Iteration 3F (120508.170000 sec): 3 clusters
  Score: Raw -279199.074578 + Penalty 2682.806401 = -276516.268177
  nChanged 203
		SP:Iteration 4F (120508.340000 sec): 3 clusters
  Score: Raw -279338.051055 + Penalty 2682.806401 = -276655.244654
  nChanged 131
		SP:Iteration 5Q (120508.520000 sec): 3 clusters
  Score: Raw -279428.318374 + Penalty 2682.806401 = -276745.511973
  nChanged 118
		SP:Iteration 6Q (120508.690000 sec): 3 clusters
  Score: Raw -279501.187331 + Penalty 2682.806401 = -276818.380930
  nChanged 97
		SP:Iteration 7Q (120508.870000 sec): 3 clusters
  Score: Raw -279561.148329 + Penalty 2682.806401 = -276878.341928
  nChanged 83
		SP:Iteration 8Q (120509.050000 sec): 3 clusters
  Score: Raw -279625.243909 + Penalty 2682.806401 = -276942.437508
  nChanged 104
		SP:Iteration 9Q (120509.220000 sec): 3 clusters
  Score: Raw -279700.234415 + Penalty 2682.806401 = -277017.428014
  nChanged 93
		SP:Iteration 10Q (120509.400000 sec): 3 clusters
  Score: Raw -279767.676191 + Penalty 2682.806401 = -277084.869790
  nChanged 95
		SP:Iteration 11Q (120509.570000 sec): 3 clusters
  Score: Raw -279830.973555 + Penalty 2682.806401 = -277148.167154
  nChanged 82
		SP:Iteration 12Q (120509.750000 sec): 3 clusters
  Score: Raw -279881.112118 + Penalty 2682.806401 = -277198.305717
  nChanged 74
		SP:Iteration 13Q (120509.930000 sec): 3 clusters
  Score: Raw -279921.979056 + Penalty 2682.806401 = -277239.172655
  nChanged 61
		SP:Iteration 14Q (120510.100000 sec): 3 clusters
  Score: Raw -279948.607633 + Penalty 2682.806401 = -277265.801232
  nChanged 50
		SP:Iteration 15Q (120510.280000 sec): 3 clusters
  Score: Raw -279972.826590 + Penalty 2682.806401 = -277290.020189
  nChanged 38
		SP:Iteration 16Q (120510.450000 sec): 3 clusters
  Score: Raw -279986.877344 + Penalty 2682.806401 = -277304.070943
  nChanged 37
		SP:Iteration 17Q (120510.630000 sec): 3 clusters
  Score: Raw -280003.772145 + Penalty 2682.806401 = -277320.965744
  nChanged 35
		SP:Iteration 18Q (120510.810000 sec): 3 clusters
  Score: Raw -280022.820484 + Penalty 2682.806401 = -277340.014083
  nChanged 15
		SP:Iteration 19Q (120510.980000 sec): 3 clusters
  Score: Raw -280031.359528 + Penalty 2682.806401 = -277348.553127
  nChanged 33
		SP:Iteration 20F (120511.150000 sec): 3 clusters
  Score: Raw -280051.110751 + Penalty 2682.806401 = -277368.304350
  nChanged 36
		SP:Iteration 21Q (120511.330000 sec): 3 clusters
  Score: Raw -280072.637140 + Penalty 2682.806401 = -277389.830739
  nChanged 32
		SP:Iteration 22Q (120511.510000 sec): 3 clusters
  Score: Raw -280086.611687 + Penalty 2682.806401 = -277403.805286
  nChanged 24
		SP:Iteration 23Q (120511.680000 sec): 3 clusters
  Score: Raw -280094.752471 + Penalty 2682.806401 = -277411.946070
  nChanged 20
		SP:Iteration 24Q (120511.860000 sec): 3 clusters
  Score: Raw -280101.857029 + Penalty 2682.806401 = -277419.050628
  nChanged 12
		SP:Iteration 25Q (120512.030000 sec): 3 clusters
  Score: Raw -280106.226849 + Penalty 2682.806401 = -277423.420448
  nChanged 10
		SP:Iteration 26Q (120512.210000 sec): 3 clusters
  Score: Raw -280109.427697 + Penalty 2682.806401 = -277426.621296
  nChanged 3
		SP:Iteration 27Q (120512.390000 sec): 3 clusters
  Score: Raw -280109.947603 + Penalty 2682.806401 = -277427.141202
  nChanged 1
		SP:Iteration 28Q (120512.560000 sec): 3 clusters
  Score: Raw -280110.467247 + Penalty 2682.806401 = -277427.660846
  nChanged 2
		SP:Iteration 29Q (120512.740000 sec): 3 clusters
  Score: Raw -280111.265495 + Penalty 2682.806401 = -277428.459094
  nChanged 2
		SP:Iteration 30Q (120512.910000 sec): 3 clusters
  Score: Raw -280111.763755 + Penalty 2682.806401 = -277428.957354
  nChanged 2
		SP:Iteration 31Q (120513.090000 sec): 3 clusters
  Score: Raw -280112.026678 + Penalty 2682.806401 = -277429.220277
  nChanged 1
		SP:Iteration 32Q (120513.270000 sec): 3 clusters
  Score: Raw -280112.081847 + Penalty 2682.806401 = -277429.275446
  nChanged 0
		SP:Iteration 33F (120513.440000 sec): 3 clusters
  Score: Raw -280112.081847 + Penalty 2682.806401 = -277429.275446
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 104 (8053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120513.570000 sec): 2 clusters
  Score: Raw -766710.573939 + Penalty 1461.492495 = -765249.081443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120513.790000 sec): 3 clusters
  Score: Raw -762231.015220 + Penalty 2922.984991 = -759308.030229
  nChanged 3426
		SP:Iteration 1F (120513.990000 sec): 3 clusters
  Score: Raw -764202.757362 + Penalty 2922.984991 = -761279.772371
  nChanged 616
		SP:Iteration 2F (120514.190000 sec): 3 clusters
  Score: Raw -764562.212747 + Penalty 2922.984991 = -761639.227756
  nChanged 489
		SP:Iteration 3F (120514.380000 sec): 3 clusters
  Score: Raw -764850.625563 + Penalty 2922.984991 = -761927.640572
  nChanged 453
		SP:Iteration 4F (120514.580000 sec): 3 clusters
  Score: Raw -765128.797644 + Penalty 2922.984991 = -762205.812654
  nChanged 416
		SP:Iteration 5F (120514.820000 sec): 3 clusters
  Score: Raw -765357.735344 + Penalty 2922.984991 = -762434.750353
  nChanged 358
		SP:Iteration 6Q (120515.020000 sec): 3 clusters
  Score: Raw -765548.723694 + Penalty 2922.984991 = -762625.738703
  nChanged 322
		SP:Iteration 7Q (120515.220000 sec): 3 clusters
  Score: Raw -765712.031853 + Penalty 2922.984991 = -762789.046862
  nChanged 297
		SP:Iteration 8Q (120515.450000 sec): 3 clusters
  Score: Raw -765854.040793 + Penalty 2922.984991 = -762931.055803
  nChanged 241
		SP:Iteration 9Q (120515.670000 sec): 3 clusters
  Score: Raw -765959.825714 + Penalty 2922.984991 = -763036.840723
  nChanged 185
		SP:Iteration 10Q (120515.850000 sec): 3 clusters
  Score: Raw -766034.490943 + Penalty 2922.984991 = -763111.505952
  nChanged 147
		SP:Iteration 11Q (120516.030000 sec): 3 clusters
  Score: Raw -766093.135700 + Penalty 2922.984991 = -763170.150710
  nChanged 141
		SP:Iteration 12Q (120516.210000 sec): 3 clusters
  Score: Raw -766144.403928 + Penalty 2922.984991 = -763221.418938
  nChanged 115
		SP:Iteration 13Q (120516.390000 sec): 3 clusters
  Score: Raw -766184.393964 + Penalty 2922.984991 = -763261.408974
  nChanged 93
		SP:Iteration 14Q (120516.580000 sec): 3 clusters
  Score: Raw -766217.353508 + Penalty 2922.984991 = -763294.368517
  nChanged 93
		SP:Iteration 15Q (120516.770000 sec): 3 clusters
  Score: Raw -766247.857368 + Penalty 2922.984991 = -763324.872377
  nChanged 85
		SP:Iteration 16Q (120516.970000 sec): 3 clusters
  Score: Raw -766282.745582 + Penalty 2922.984991 = -763359.760591
  nChanged 88
		SP:Iteration 17Q (120517.170000 sec): 3 clusters
  Score: Raw -766319.786168 + Penalty 2922.984991 = -763396.801177
  nChanged 91
		SP:Iteration 18Q (120517.360000 sec): 3 clusters
  Score: Raw -766358.602660 + Penalty 2922.984991 = -763435.617669
  nChanged 94
		SP:Iteration 19Q (120517.560000 sec): 3 clusters
  Score: Raw -766402.051818 + Penalty 2922.984991 = -763479.066827
  nChanged 93
		SP:Iteration 20F (120517.770000 sec): 3 clusters
  Score: Raw -766455.781949 + Penalty 2922.984991 = -763532.796958
  nChanged 87
		SP:Iteration 21Q (120517.970000 sec): 3 clusters
  Score: Raw -766508.494127 + Penalty 2922.984991 = -763585.509136
  nChanged 82
		SP:Iteration 22Q (120518.160000 sec): 3 clusters
  Score: Raw -766567.734375 + Penalty 2922.984991 = -763644.749384
  nChanged 88
		SP:Iteration 23Q (120518.360000 sec): 3 clusters
  Score: Raw -766624.280398 + Penalty 2922.984991 = -763701.295408
  nChanged 75
		SP:Iteration 24Q (120518.560000 sec): 3 clusters
  Score: Raw -766670.368280 + Penalty 2922.984991 = -763747.383289
  nChanged 58
		SP:Iteration 25Q (120518.760000 sec): 3 clusters
  Score: Raw -766705.783835 + Penalty 2922.984991 = -763782.798844
  nChanged 42
		SP:Iteration 26Q (120518.960000 sec): 3 clusters
  Score: Raw -766732.189711 + Penalty 2922.984991 = -763809.204720
  nChanged 41
		SP:Iteration 27Q (120519.160000 sec): 3 clusters
  Score: Raw -766755.278198 + Penalty 2922.984991 = -763832.293207
  nChanged 27
		SP:Iteration 28Q (120519.360000 sec): 3 clusters
  Score: Raw -766772.154581 + Penalty 2922.984991 = -763849.169590
  nChanged 26
		SP:Iteration 29Q (120519.560000 sec): 3 clusters
  Score: Raw -766790.117043 + Penalty 2922.984991 = -763867.132052
  nChanged 25
		SP:Iteration 30Q (120519.760000 sec): 3 clusters
  Score: Raw -766808.389219 + Penalty 2922.984991 = -763885.404229
  nChanged 25
		SP:Iteration 31Q (120519.960000 sec): 3 clusters
  Score: Raw -766821.830339 + Penalty 2922.984991 = -763898.845349
  nChanged 18
		SP:Iteration 32Q (120520.160000 sec): 3 clusters
  Score: Raw -766831.505879 + Penalty 2922.984991 = -763908.520888
  nChanged 18
		SP:Iteration 33Q (120520.360000 sec): 3 clusters
  Score: Raw -766841.025071 + Penalty 2922.984991 = -763918.040080
  nChanged 13
		SP:Iteration 34Q (120520.560000 sec): 3 clusters
  Score: Raw -766847.124782 + Penalty 2922.984991 = -763924.139791
  nChanged 8
		SP:Iteration 35Q (120520.760000 sec): 3 clusters
  Score: Raw -766852.496295 + Penalty 2922.984991 = -763929.511304
  nChanged 14
		SP:Iteration 36Q (120520.960000 sec): 3 clusters
  Score: Raw -766861.341613 + Penalty 2922.984991 = -763938.356622
  nChanged 14
		SP:Iteration 37Q (120521.160000 sec): 3 clusters
  Score: Raw -766869.658561 + Penalty 2922.984991 = -763946.673571
  nChanged 11
		SP:Iteration 38Q (120521.400000 sec): 3 clusters
  Score: Raw -766875.867291 + Penalty 2922.984991 = -763952.882300
  nChanged 6
		SP:Iteration 39Q (120521.600000 sec): 3 clusters
  Score: Raw -766878.938572 + Penalty 2922.984991 = -763955.953581
  nChanged 5
		SP:Iteration 40F (120521.800000 sec): 3 clusters
  Score: Raw -766881.546643 + Penalty 2922.984991 = -763958.561652
  nChanged 9
		SP:Iteration 41Q (120521.990000 sec): 3 clusters
  Score: Raw -766885.430407 + Penalty 2922.984991 = -763962.445416
  nChanged 4
		SP:Iteration 42Q (120522.190000 sec): 3 clusters
  Score: Raw -766887.478002 + Penalty 2922.984991 = -763964.493011
  nChanged 3
		SP:Iteration 43Q (120522.380000 sec): 3 clusters
  Score: Raw -766888.718452 + Penalty 2922.984991 = -763965.733461
  nChanged 1
		SP:Iteration 44Q (120522.510000 sec): 3 clusters
  Score: Raw -766889.309924 + Penalty 2922.984991 = -763966.324933
  nChanged 2
		SP:Iteration 45Q (120522.710000 sec): 3 clusters
  Score: Raw -766890.393947 + Penalty 2922.984991 = -763967.408956
  nChanged 4
		SP:Iteration 46Q (120522.910000 sec): 3 clusters
  Score: Raw -766891.976588 + Penalty 2922.984991 = -763968.991597
  nChanged 2
		SP:Iteration 47Q (120523.110000 sec): 3 clusters
  Score: Raw -766892.643500 + Penalty 2922.984991 = -763969.658509
  nChanged 5
		SP:Iteration 48Q (120523.310000 sec): 3 clusters
  Score: Raw -766894.811879 + Penalty 2922.984991 = -763971.826888
  nChanged 5
		SP:Iteration 49Q (120523.490000 sec): 3 clusters
  Score: Raw -766897.671404 + Penalty 2922.984991 = -763974.686413
  nChanged 4
		SP:Iteration 50Q (120523.710000 sec): 3 clusters
  Score: Raw -766900.168569 + Penalty 2922.984991 = -763977.183578
  nChanged 4
		SP:Iteration 51Q (120523.900000 sec): 3 clusters
  Score: Raw -766902.548005 + Penalty 2922.984991 = -763979.563014
  nChanged 6
		SP:Iteration 52Q (120524.100000 sec): 3 clusters
  Score: Raw -766905.567005 + Penalty 2922.984991 = -763982.582014
  nChanged 3
		SP:Iteration 53Q (120524.300000 sec): 3 clusters
  Score: Raw -766907.654052 + Penalty 2922.984991 = -763984.669061
  nChanged 6
		SP:Iteration 54Q (120524.420000 sec): 3 clusters
  Score: Raw -766910.464987 + Penalty 2922.984991 = -763987.479996
  nChanged 4
		SP:Iteration 55Q (120524.620000 sec): 3 clusters
  Score: Raw -766912.227735 + Penalty 2922.984991 = -763989.242744
  nChanged 4
		SP:Iteration 56Q (120524.850000 sec): 3 clusters
  Score: Raw -766914.828530 + Penalty 2922.984991 = -763991.843539
  nChanged 6
		SP:Iteration 57Q (120525.040000 sec): 3 clusters
  Score: Raw -766917.455829 + Penalty 2922.984991 = -763994.470838
  nChanged 4
		SP:Iteration 58Q (120525.240000 sec): 3 clusters
  Score: Raw -766919.360981 + Penalty 2922.984991 = -763996.375990
  nChanged 1
		SP:Iteration 59Q (120525.440000 sec): 3 clusters
  Score: Raw -766920.503301 + Penalty 2922.984991 = -763997.518310
  nChanged 4
		SP:Iteration 60F (120525.680000 sec): 3 clusters
  Score: Raw -766924.289680 + Penalty 2922.984991 = -764001.304689
  nChanged 7
		SP:Iteration 61Q (120525.880000 sec): 3 clusters
  Score: Raw -766929.814312 + Penalty 2922.984991 = -764006.829321
  nChanged 6
		SP:Iteration 62Q (120526.080000 sec): 3 clusters
  Score: Raw -766933.171828 + Penalty 2922.984991 = -764010.186837
  nChanged 7
		SP:Iteration 63Q (120526.280000 sec): 3 clusters
  Score: Raw -766936.292457 + Penalty 2922.984991 = -764013.307467
  nChanged 3
		SP:Iteration 64Q (120526.480000 sec): 3 clusters
  Score: Raw -766938.207701 + Penalty 2922.984991 = -764015.222710
  nChanged 2
		SP:Iteration 65Q (120526.680000 sec): 3 clusters
  Score: Raw -766940.531998 + Penalty 2922.984991 = -764017.547007
  nChanged 4
		SP:Iteration 66Q (120526.880000 sec): 3 clusters
  Score: Raw -766943.303269 + Penalty 2922.984991 = -764020.318278
  nChanged 1
		SP:Iteration 67Q (120527.080000 sec): 3 clusters
  Score: Raw -766944.012074 + Penalty 2922.984991 = -764021.027083
  nChanged 2
		SP:Iteration 68Q (120527.280000 sec): 3 clusters
  Score: Raw -766946.099350 + Penalty 2922.984991 = -764023.114359
  nChanged 3
		SP:Iteration 69Q (120527.480000 sec): 3 clusters
  Score: Raw -766947.434406 + Penalty 2922.984991 = -764024.449415
  nChanged 1
		SP:Iteration 70Q (120527.670000 sec): 3 clusters
  Score: Raw -766947.728732 + Penalty 2922.984991 = -764024.743741
  nChanged 0
		SP:Iteration 71F (120527.870000 sec): 3 clusters
  Score: Raw -766947.728732 + Penalty 2922.984991 = -764024.743741
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 105 (3423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120527.970000 sec): 2 clusters
  Score: Raw -268672.061940 + Penalty 1322.469304 = -267349.592636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120528.150000 sec): 3 clusters
  Score: Raw -267013.885621 + Penalty 2644.938608 = -264368.947014
  nChanged 1320
		SP:Iteration 1F (120528.320000 sec): 3 clusters
  Score: Raw -267926.975081 + Penalty 2644.938608 = -265282.036474
  nChanged 354
		SP:Iteration 2F (120528.500000 sec): 3 clusters
  Score: Raw -268344.597664 + Penalty 2644.938608 = -265699.659057
  nChanged 282
		SP:Iteration 3F (120528.680000 sec): 3 clusters
  Score: Raw -268663.744466 + Penalty 2644.938608 = -266018.805858
  nChanged 252
		SP:Iteration 4F (120528.850000 sec): 3 clusters
  Score: Raw -268961.118197 + Penalty 2644.938608 = -266316.179590
  nChanged 229
		SP:Iteration 5F (120529.020000 sec): 3 clusters
  Score: Raw -269248.187503 + Penalty 2644.938608 = -266603.248896
  nChanged 170
		SP:Iteration 6Q (120529.200000 sec): 3 clusters
  Score: Raw -269454.331207 + Penalty 2644.938608 = -266809.392600
  nChanged 132
		SP:Iteration 7Q (120529.380000 sec): 3 clusters
  Score: Raw -269607.270610 + Penalty 2644.938608 = -266962.332002
  nChanged 95
		SP:Iteration 8Q (120529.550000 sec): 3 clusters
  Score: Raw -269709.362145 + Penalty 2644.938608 = -267064.423538
  nChanged 53
		SP:Iteration 9Q (120529.730000 sec): 3 clusters
  Score: Raw -269758.035960 + Penalty 2644.938608 = -267113.097352
  nChanged 49
		SP:Iteration 10Q (120529.900000 sec): 3 clusters
  Score: Raw -269818.443252 + Penalty 2644.938608 = -267173.504644
  nChanged 43
		SP:Iteration 11Q (120530.080000 sec): 3 clusters
  Score: Raw -269867.556302 + Penalty 2644.938608 = -267222.617695
  nChanged 35
		SP:Iteration 12Q (120530.260000 sec): 3 clusters
  Score: Raw -269893.524890 + Penalty 2644.938608 = -267248.586283
  nChanged 28
		SP:Iteration 13Q (120530.430000 sec): 3 clusters
  Score: Raw -269909.083767 + Penalty 2644.938608 = -267264.145160
  nChanged 19
		SP:Iteration 14Q (120530.610000 sec): 3 clusters
  Score: Raw -269919.725677 + Penalty 2644.938608 = -267274.787070
  nChanged 18
		SP:Iteration 15Q (120530.780000 sec): 3 clusters
  Score: Raw -269928.935387 + Penalty 2644.938608 = -267283.996779
  nChanged 15
		SP:Iteration 16Q (120530.960000 sec): 3 clusters
  Score: Raw -269935.631589 + Penalty 2644.938608 = -267290.692981
  nChanged 11
		SP:Iteration 17Q (120531.140000 sec): 3 clusters
  Score: Raw -269941.236249 + Penalty 2644.938608 = -267296.297641
  nChanged 11
		SP:Iteration 18Q (120531.310000 sec): 3 clusters
  Score: Raw -269948.370191 + Penalty 2644.938608 = -267303.431584
  nChanged 13
		SP:Iteration 19Q (120531.490000 sec): 3 clusters
  Score: Raw -269955.857249 + Penalty 2644.938608 = -267310.918641
  nChanged 13
		SP:Iteration 20F (120531.660000 sec): 3 clusters
  Score: Raw -269962.177284 + Penalty 2644.938608 = -267317.238677
  nChanged 10
		SP:Iteration 21Q (120531.840000 sec): 3 clusters
  Score: Raw -269965.663436 + Penalty 2644.938608 = -267320.724828
  nChanged 8
		SP:Iteration 22Q (120532.020000 sec): 3 clusters
  Score: Raw -269968.358104 + Penalty 2644.938608 = -267323.419497
  nChanged 10
		SP:Iteration 23Q (120532.190000 sec): 3 clusters
  Score: Raw -269971.802230 + Penalty 2644.938608 = -267326.863622
  nChanged 8
		SP:Iteration 24Q (120532.370000 sec): 3 clusters
  Score: Raw -269973.719349 + Penalty 2644.938608 = -267328.780742
  nChanged 3
		SP:Iteration 25Q (120532.540000 sec): 3 clusters
  Score: Raw -269974.678311 + Penalty 2644.938608 = -267329.739704
  nChanged 3
		SP:Iteration 26Q (120532.720000 sec): 3 clusters
  Score: Raw -269975.317495 + Penalty 2644.938608 = -267330.378888
  nChanged 3
		SP:Iteration 27Q (120532.900000 sec): 3 clusters
  Score: Raw -269976.487065 + Penalty 2644.938608 = -267331.548458
  nChanged 4
		SP:Iteration 28Q (120533.070000 sec): 3 clusters
  Score: Raw -269978.432007 + Penalty 2644.938608 = -267333.493400
  nChanged 1
		SP:Iteration 29Q (120533.250000 sec): 3 clusters
  Score: Raw -269979.031789 + Penalty 2644.938608 = -267334.093182
  nChanged 2
		SP:Iteration 30Q (120533.420000 sec): 3 clusters
  Score: Raw -269979.997258 + Penalty 2644.938608 = -267335.058650
  nChanged 1
		SP:Iteration 31Q (120533.600000 sec): 3 clusters
  Score: Raw -269980.102043 + Penalty 2644.938608 = -267335.163435
  nChanged 1
		SP:Iteration 32Q (120533.770000 sec): 3 clusters
  Score: Raw -269980.311715 + Penalty 2644.938608 = -267335.373108
  nChanged 2
		SP:Iteration 33Q (120533.950000 sec): 3 clusters
  Score: Raw -269981.336688 + Penalty 2644.938608 = -267336.398080
  nChanged 2
		SP:Iteration 34Q (120534.120000 sec): 3 clusters
  Score: Raw -269982.050559 + Penalty 2644.938608 = -267337.111951
  nChanged 2
		SP:Iteration 35Q (120534.300000 sec): 3 clusters
  Score: Raw -269982.516785 + Penalty 2644.938608 = -267337.578177
  nChanged 1
		SP:Iteration 36Q (120534.480000 sec): 3 clusters
  Score: Raw -269982.654492 + Penalty 2644.938608 = -267337.715885
  nChanged 0
		SP:Iteration 37F (120534.650000 sec): 3 clusters
  Score: Raw -269982.654492 + Penalty 2644.938608 = -267337.715885
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 106 (6171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120534.770000 sec): 2 clusters
  Score: Raw -502216.091549 + Penalty 1418.237629 = -500797.853920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120534.990000 sec): 3 clusters
  Score: Raw -498928.730866 + Penalty 2836.475258 = -496092.255608
  nChanged 2556
		SP:Iteration 1F (120535.150000 sec): 3 clusters
  Score: Raw -500745.376087 + Penalty 2836.475258 = -497908.900829
  nChanged 635
		SP:Iteration 2F (120535.320000 sec): 3 clusters
  Score: Raw -501428.417225 + Penalty 2836.475258 = -498591.941967
  nChanged 550
		SP:Iteration 3F (120535.490000 sec): 3 clusters
  Score: Raw -501960.815594 + Penalty 2836.475258 = -499124.340336
  nChanged 432
		SP:Iteration 4F (120535.650000 sec): 3 clusters
  Score: Raw -502319.464802 + Penalty 2836.475258 = -499482.989544
  nChanged 299
		SP:Iteration 5Q (120535.820000 sec): 3 clusters
  Score: Raw -502477.309576 + Penalty 2836.475258 = -499640.834318
  nChanged 172
		SP:Iteration 6Q (120535.980000 sec): 3 clusters
  Score: Raw -502553.309390 + Penalty 2836.475258 = -499716.834132
  nChanged 115
		SP:Iteration 7Q (120536.200000 sec): 3 clusters
  Score: Raw -502592.701663 + Penalty 2836.475258 = -499756.226405
  nChanged 79
		SP:Iteration 8Q (120536.360000 sec): 3 clusters
  Score: Raw -502618.127325 + Penalty 2836.475258 = -499781.652067
  nChanged 49
		SP:Iteration 9Q (120536.530000 sec): 3 clusters
  Score: Raw -502632.987191 + Penalty 2836.475258 = -499796.511933
  nChanged 45
		SP:Iteration 10Q (120536.700000 sec): 3 clusters
  Score: Raw -502643.154894 + Penalty 2836.475258 = -499806.679636
  nChanged 36
		SP:Iteration 11Q (120536.860000 sec): 3 clusters
  Score: Raw -502651.929431 + Penalty 2836.475258 = -499815.454173
  nChanged 25
		SP:Iteration 12Q (120537.030000 sec): 3 clusters
  Score: Raw -502657.377484 + Penalty 2836.475258 = -499820.902226
  nChanged 18
		SP:Iteration 13Q (120537.200000 sec): 3 clusters
  Score: Raw -502661.103795 + Penalty 2836.475258 = -499824.628537
  nChanged 17
		SP:Iteration 14Q (120537.360000 sec): 3 clusters
  Score: Raw -502663.837088 + Penalty 2836.475258 = -499827.361830
  nChanged 15
		SP:Iteration 15Q (120537.530000 sec): 3 clusters
  Score: Raw -502666.106579 + Penalty 2836.475258 = -499829.631321
  nChanged 11
		SP:Iteration 16Q (120537.700000 sec): 3 clusters
  Score: Raw -502667.939660 + Penalty 2836.475258 = -499831.464402
  nChanged 8
		SP:Iteration 17Q (120537.860000 sec): 3 clusters
  Score: Raw -502669.249649 + Penalty 2836.475258 = -499832.774391
  nChanged 8
		SP:Iteration 18Q (120538.030000 sec): 3 clusters
  Score: Raw -502670.757956 + Penalty 2836.475258 = -499834.282698
  nChanged 11
		SP:Iteration 19Q (120538.200000 sec): 3 clusters
  Score: Raw -502673.244264 + Penalty 2836.475258 = -499836.769006
  nChanged 12
		SP:Iteration 20F (120538.360000 sec): 3 clusters
  Score: Raw -502675.891895 + Penalty 2836.475258 = -499839.416637
  nChanged 11
		SP:Iteration 21Q (120538.530000 sec): 3 clusters
  Score: Raw -502677.760875 + Penalty 2836.475258 = -499841.285617
  nChanged 18
		SP:Iteration 22Q (120538.700000 sec): 3 clusters
  Score: Raw -502681.322620 + Penalty 2836.475258 = -499844.847362
  nChanged 17
		SP:Iteration 23Q (120538.910000 sec): 3 clusters
  Score: Raw -502684.701157 + Penalty 2836.475258 = -499848.225899
  nChanged 10
		SP:Iteration 24Q (120539.070000 sec): 3 clusters
  Score: Raw -502686.860363 + Penalty 2836.475258 = -499850.385105
  nChanged 13
		SP:Iteration 25Q (120539.240000 sec): 3 clusters
  Score: Raw -502690.350357 + Penalty 2836.475258 = -499853.875099
  nChanged 9
		SP:Iteration 26Q (120539.410000 sec): 3 clusters
  Score: Raw -502691.649114 + Penalty 2836.475258 = -499855.173856
  nChanged 8
		SP:Iteration 27Q (120539.570000 sec): 3 clusters
  Score: Raw -502693.258445 + Penalty 2836.475258 = -499856.783187
  nChanged 11
		SP:Iteration 28Q (120539.720000 sec): 3 clusters
  Score: Raw -502695.906327 + Penalty 2836.475258 = -499859.431069
  nChanged 16
		SP:Iteration 29Q (120539.910000 sec): 3 clusters
  Score: Raw -502699.494984 + Penalty 2836.475258 = -499863.019726
  nChanged 14
		SP:Iteration 30Q (120540.080000 sec): 3 clusters
  Score: Raw -502702.016074 + Penalty 2836.475258 = -499865.540816
  nChanged 16
		SP:Iteration 31Q (120540.290000 sec): 3 clusters
  Score: Raw -502705.965313 + Penalty 2836.475258 = -499869.490055
  nChanged 14
		SP:Iteration 32Q (120540.460000 sec): 3 clusters
  Score: Raw -502708.631186 + Penalty 2836.475258 = -499872.155928
  nChanged 13
		SP:Iteration 33Q (120540.620000 sec): 3 clusters
  Score: Raw -502710.631002 + Penalty 2836.475258 = -499874.155744
  nChanged 8
		SP:Iteration 34Q (120540.790000 sec): 3 clusters
  Score: Raw -502711.974376 + Penalty 2836.475258 = -499875.499118
  nChanged 9
		SP:Iteration 35Q (120540.960000 sec): 3 clusters
  Score: Raw -502713.698224 + Penalty 2836.475258 = -499877.222966
  nChanged 8
		SP:Iteration 36Q (120541.120000 sec): 3 clusters
  Score: Raw -502715.111263 + Penalty 2836.475258 = -499878.636005
  nChanged 7
		SP:Iteration 37Q (120541.290000 sec): 3 clusters
  Score: Raw -502716.785656 + Penalty 2836.475258 = -499880.310399
  nChanged 9
		SP:Iteration 38Q (120541.500000 sec): 3 clusters
  Score: Raw -502717.995033 + Penalty 2836.475258 = -499881.519775
  nChanged 6
		SP:Iteration 39Q (120541.670000 sec): 3 clusters
  Score: Raw -502719.014587 + Penalty 2836.475258 = -499882.539329
  nChanged 6
		SP:Iteration 40F (120541.830000 sec): 3 clusters
  Score: Raw -502720.058277 + Penalty 2836.475258 = -499883.583019
  nChanged 7
		SP:Iteration 41Q (120542.000000 sec): 3 clusters
  Score: Raw -502721.074292 + Penalty 2836.475258 = -499884.599034
  nChanged 6
		SP:Iteration 42Q (120542.170000 sec): 3 clusters
  Score: Raw -502722.204403 + Penalty 2836.475258 = -499885.729145
  nChanged 5
		SP:Iteration 43Q (120542.330000 sec): 3 clusters
  Score: Raw -502723.432720 + Penalty 2836.475258 = -499886.957462
  nChanged 8
		SP:Iteration 44Q (120542.500000 sec): 3 clusters
  Score: Raw -502725.189405 + Penalty 2836.475258 = -499888.714147
  nChanged 8
		SP:Iteration 45Q (120542.660000 sec): 3 clusters
  Score: Raw -502726.525402 + Penalty 2836.475258 = -499890.050144
  nChanged 4
		SP:Iteration 46Q (120542.830000 sec): 3 clusters
  Score: Raw -502726.858275 + Penalty 2836.475258 = -499890.383017
  nChanged 2
		SP:Iteration 47Q (120543.000000 sec): 3 clusters
  Score: Raw -502727.156899 + Penalty 2836.475258 = -499890.681641
  nChanged 1
		SP:Iteration 48Q (120543.160000 sec): 3 clusters
  Score: Raw -502727.424679 + Penalty 2836.475258 = -499890.949421
  nChanged 0
		SP:Iteration 49F (120543.330000 sec): 3 clusters
  Score: Raw -502727.424679 + Penalty 2836.475258 = -499890.949421
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 107 (766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120543.420000 sec): 2 clusters
  Score: Raw -58808.696526 + Penalty 1079.192103 = -57729.504423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120543.590000 sec): 3 clusters
  Score: Raw -58623.686831 + Penalty 2158.384205 = -56465.302626
  nChanged 232
		SP:Iteration 1F (120543.760000 sec): 3 clusters
  Score: Raw -58885.524912 + Penalty 2158.384205 = -56727.140707
  nChanged 59
		SP:Iteration 2F (120543.940000 sec): 3 clusters
  Score: Raw -58989.919526 + Penalty 2158.384205 = -56831.535321
  nChanged 43
		SP:Iteration 3F (120543.950000 sec): 3 clusters
  Score: Raw -59083.130558 + Penalty 2158.384205 = -56924.746353
  nChanged 38
		SP:Iteration 4Q (120543.970000 sec): 3 clusters
  Score: Raw -59174.373525 + Penalty 2158.384205 = -57015.989320
  nChanged 40
		SP:Iteration 5F (120543.980000 sec): 3 clusters
  Score: Raw -59259.280601 + Penalty 2158.384205 = -57100.896396
  nChanged 35
		SP:Iteration 6Q (120544.010000 sec): 3 clusters
  Score: Raw -59314.708758 + Penalty 2158.384205 = -57156.324553
  nChanged 24
		SP:Iteration 7Q (120544.030000 sec): 3 clusters
  Score: Raw -59352.919156 + Penalty 2158.384205 = -57194.534951
  nChanged 9
		SP:Iteration 8Q (120544.060000 sec): 3 clusters
  Score: Raw -59361.548306 + Penalty 2158.384205 = -57203.164101
  nChanged 4
		SP:Iteration 9Q (120544.080000 sec): 3 clusters
  Score: Raw -59369.480832 + Penalty 2158.384205 = -57211.096627
  nChanged 2
		SP:Iteration 10Q (120544.100000 sec): 3 clusters
  Score: Raw -59371.664487 + Penalty 2158.384205 = -57213.280282
  nChanged 1
		SP:Iteration 11Q (120544.210000 sec): 3 clusters
  Score: Raw -59376.256966 + Penalty 2158.384205 = -57217.872761
  nChanged 3
		SP:Iteration 12Q (120544.240000 sec): 3 clusters
  Score: Raw -59377.910129 + Penalty 2158.384205 = -57219.525924
  nChanged 1
		SP:Iteration 13Q (120544.260000 sec): 3 clusters
  Score: Raw -59381.035084 + Penalty 2158.384205 = -57222.650879
  nChanged 2
		SP:Iteration 14Q (120544.280000 sec): 3 clusters
  Score: Raw -59382.797466 + Penalty 2158.384205 = -57224.413261
  nChanged 3
		SP:Iteration 15Q (120544.310000 sec): 3 clusters
  Score: Raw -59386.680402 + Penalty 2158.384205 = -57228.296196
  nChanged 1
		SP:Iteration 16Q (120544.330000 sec): 3 clusters
  Score: Raw -59387.263612 + Penalty 2158.384205 = -57228.879406
  nChanged 1
		SP:Iteration 17Q (120544.360000 sec): 3 clusters
  Score: Raw -59389.566898 + Penalty 2158.384205 = -57231.182693
  nChanged 4
		SP:Iteration 18Q (120544.380000 sec): 3 clusters
  Score: Raw -59392.938466 + Penalty 2158.384205 = -57234.554261
  nChanged 2
		SP:Iteration 19Q (120544.400000 sec): 3 clusters
  Score: Raw -59393.620120 + Penalty 2158.384205 = -57235.235915
  nChanged 2
		SP:Iteration 20F (120544.430000 sec): 3 clusters
  Score: Raw -59395.205035 + Penalty 2158.384205 = -57236.820830
  nChanged 3
		SP:Iteration 21Q (120544.450000 sec): 3 clusters
  Score: Raw -59401.151362 + Penalty 2158.384205 = -57242.767156
  nChanged 3
		SP:Iteration 22Q (120544.480000 sec): 3 clusters
  Score: Raw -59403.559780 + Penalty 2158.384205 = -57245.175574
  nChanged 2
		SP:Iteration 23Q (120544.500000 sec): 3 clusters
  Score: Raw -59409.925809 + Penalty 2158.384205 = -57251.541604
  nChanged 3
		SP:Iteration 24Q (120544.520000 sec): 3 clusters
  Score: Raw -59419.952690 + Penalty 2158.384205 = -57261.568484
  nChanged 4
		SP:Iteration 25Q (120544.550000 sec): 3 clusters
  Score: Raw -59433.542942 + Penalty 2158.384205 = -57275.158737
  nChanged 5
		SP:Iteration 26Q (120544.570000 sec): 3 clusters
  Score: Raw -59440.824889 + Penalty 2158.384205 = -57282.440684
  nChanged 4
		SP:Iteration 27Q (120544.600000 sec): 3 clusters
  Score: Raw -59444.359102 + Penalty 2158.384205 = -57285.974896
  nChanged 1
		SP:Iteration 28Q (120544.620000 sec): 3 clusters
  Score: Raw -59444.960139 + Penalty 2158.384205 = -57286.575934
  nChanged 1
		SP:Iteration 29Q (120544.640000 sec): 3 clusters
  Score: Raw -59446.009857 + Penalty 2158.384205 = -57287.625652
  nChanged 1
		SP:Iteration 30Q (120544.670000 sec): 3 clusters
  Score: Raw -59450.268415 + Penalty 2158.384205 = -57291.884209
  nChanged 2
		SP:Iteration 31Q (120544.690000 sec): 3 clusters
  Score: Raw -59452.011461 + Penalty 2158.384205 = -57293.627255
  nChanged 1
		SP:Iteration 32Q (120544.720000 sec): 3 clusters
  Score: Raw -59452.814437 + Penalty 2158.384205 = -57294.430231
  nChanged 1
		SP:Iteration 33Q (120544.740000 sec): 3 clusters
  Score: Raw -59453.217776 + Penalty 2158.384205 = -57294.833571
  nChanged 0
		SP:Iteration 34F (120544.760000 sec): 3 clusters
  Score: Raw -59453.217776 + Penalty 2158.384205 = -57294.833571
  nChanged 0
Iteration 139Q (120704.880000 sec): 115 clusters
  Score: Raw -47038107.618153 + Penalty 245835.448232 = -46792272.169921
  nChanged 5167
Iteration 140F (120925.740000 sec): 115 clusters
  Score: Raw -47041122.357889 + Penalty 245835.448232 = -46795286.909657
  nChanged 4617
Iteration 141Q (121088.420000 sec): 115 clusters
  Score: Raw -47042763.920598 + Penalty 245835.448232 = -46796928.472366
  nChanged 3136
Iteration 142Q (121255.050000 sec): 115 clusters
  Score: Raw -47043655.675182 + Penalty 245835.448232 = -46797820.226951
  nChanged 2516
Iteration 143Q (121418.800000 sec): 115 clusters
  Score: Raw -47044297.207762 + Penalty 245835.448232 = -46798461.759530
  nChanged 2238
Iteration 144Q (121584.750000 sec): 115 clusters
  Score: Raw -47044814.785524 + Penalty 245835.448232 = -46798979.337292
  nChanged 2035
Iteration 145Q (121750.110000 sec): 115 clusters
  Score: Raw -47045292.986740 + Penalty 245835.448232 = -46799457.538508
  nChanged 1905
Iteration 146Q (121916.120000 sec): 115 clusters
  Score: Raw -47045720.896471 + Penalty 245835.448232 = -46799885.448240
  nChanged 1844
Iteration 147Q (122080.440000 sec): 115 clusters
  Score: Raw -47046125.646455 + Penalty 245835.448232 = -46800290.198224
  nChanged 1757
Iteration 148Q (122244.570000 sec): 115 clusters
  Score: Raw -47046495.181692 + Penalty 245835.448232 = -46800659.733461
  nChanged 1720
Iteration 149Q (122411.990000 sec): 115 clusters
  Score: Raw -47046860.585899 + Penalty 245835.448232 = -46801025.137667
  nChanged 1582
Iteration 150Q (122581.130000 sec): 115 clusters
  Score: Raw -47047195.911221 + Penalty 245835.448232 = -46801360.462990
  nChanged 1536
Iteration 151Q (122749.460000 sec): 115 clusters
  Score: Raw -47047485.063265 + Penalty 245835.448232 = -46801649.615033
  nChanged 1431
Iteration 152Q (122917.370000 sec): 115 clusters
  Score: Raw -47047746.864655 + Penalty 245835.448232 = -46801911.416424
  nChanged 1321
Iteration 153Q (123086.490000 sec): 115 clusters
  Score: Raw -47047979.276836 + Penalty 245835.448232 = -46802143.828605
  nChanged 1246
Iteration 154Q (123254.790000 sec): 115 clusters
  Score: Raw -47048190.317338 + Penalty 245835.448232 = -46802354.869106
  nChanged 1159
Iteration 155Q (123420.020000 sec): 115 clusters
  Score: Raw -47048386.161050 + Penalty 245835.448232 = -46802550.712818
  nChanged 1146
Iteration 156Q (123586.890000 sec): 115 clusters
  Score: Raw -47048572.787283 + Penalty 245835.448232 = -46802737.339051
  nChanged 1139
Iteration 157Q (123751.590000 sec): 115 clusters
  Score: Raw -47048742.526556 + Penalty 245835.448232 = -46802907.078324
  nChanged 1013
Iteration 158Q (123917.000000 sec): 115 clusters
  Score: Raw -47048892.597645 + Penalty 245835.448232 = -46803057.149413
  nChanged 950
Iteration 159Q (124086.520000 sec): 115 clusters
  Score: Raw -47049025.628970 + Penalty 245835.448232 = -46803190.180738
  nChanged 855
Iteration 160F (124306.460000 sec): 115 clusters
  Score: Raw -47049193.945638 + Penalty 245835.448232 = -46803358.497406
  nChanged 880
Iteration 161Q (124470.760000 sec): 115 clusters
  Score: Raw -47049336.645973 + Penalty 245835.448232 = -46803501.197741
  nChanged 843
Iteration 162Q (124634.280000 sec): 115 clusters
  Score: Raw -47049475.981131 + Penalty 245835.448232 = -46803640.532899
  nChanged 833
Iteration 163Q (124801.040000 sec): 115 clusters
  Score: Raw -47049603.081253 + Penalty 245835.448232 = -46803767.633021
  nChanged 830
Iteration 164Q (124968.880000 sec): 115 clusters
  Score: Raw -47049723.202601 + Penalty 245835.448232 = -46803887.754369
  nChanged 749
Iteration 165Q (125135.350000 sec): 115 clusters
  Score: Raw -47049827.966381 + Penalty 245835.448232 = -46803992.518149
  nChanged 677
Iteration 166Q (125304.780000 sec): 115 clusters
  Score: Raw -47049929.470251 + Penalty 245835.448232 = -46804094.022019
  nChanged 639
Iteration 167Q (125472.260000 sec): 115 clusters
  Score: Raw -47050026.527696 + Penalty 245835.448232 = -46804191.079464
  nChanged 634
Iteration 168Q (125637.320000 sec): 115 clusters
  Score: Raw -47050119.461333 + Penalty 245835.448232 = -46804284.013101
  nChanged 623
Iteration 169Q (125807.140000 sec): 115 clusters
  Score: Raw -47050217.192478 + Penalty 245835.448232 = -46804381.744246
  nChanged 585
Iteration 170Q (125976.490000 sec): 115 clusters
  Score: Raw -47050316.782175 + Penalty 245835.448232 = -46804481.333943
  nChanged 584
Iteration 171Q (126145.910000 sec): 115 clusters
  Score: Raw -47050422.790972 + Penalty 245835.448232 = -46804587.342740
  nChanged 590
Iteration 172Q (126311.910000 sec): 115 clusters
  Score: Raw -47050538.101280 + Penalty 245835.448232 = -46804702.653049
  nChanged 538
Iteration 173Q (126480.660000 sec): 115 clusters
  Score: Raw -47050651.507295 + Penalty 245835.448232 = -46804816.059063
  nChanged 548
Iteration 174Q (126647.980000 sec): 115 clusters
  Score: Raw -47050763.670228 + Penalty 245835.448232 = -46804928.221996
  nChanged 524
Iteration 175Q (126817.740000 sec): 115 clusters
  Score: Raw -47050860.808682 + Penalty 245835.448232 = -46805025.360450
  nChanged 527
Iteration 176Q (126985.630000 sec): 115 clusters
  Score: Raw -47050950.440595 + Penalty 245835.448232 = -46805114.992363
  nChanged 471
Iteration 177Q (127151.140000 sec): 115 clusters
  Score: Raw -47051020.649818 + Penalty 245835.448232 = -46805185.201586
  nChanged 466
Iteration 178Q (127312.950000 sec): 115 clusters
  Score: Raw -47051092.210543 + Penalty 245835.448232 = -46805256.762311
  nChanged 423
Writing temp clu file 
Because OldScore, -46805185.201586, is greater than current (better) Score,-46805256.762311 
 Compute initial score before splitting:   Score: Raw -47051092.210543 + Penalty 245835.448232 = -46805256.762311
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127313.090000 sec): 2 clusters
  Score: Raw -271001.365116 + Penalty 1342.161957 = -269659.203160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127313.270000 sec): 3 clusters
  Score: Raw -269098.731124 + Penalty 2684.323913 = -266414.407211
  nChanged 1543
		SP:Iteration 1F (127313.350000 sec): 3 clusters
  Score: Raw -270337.732823 + Penalty 2684.323913 = -267653.408909
  nChanged 445
		SP:Iteration 2F (127313.420000 sec): 3 clusters
  Score: Raw -270789.827576 + Penalty 2684.323913 = -268105.503662
  nChanged 306
		SP:Iteration 3F (127313.500000 sec): 3 clusters
  Score: Raw -271038.300716 + Penalty 2684.323913 = -268353.976803
  nChanged 185
		SP:Iteration 4Q (127313.570000 sec): 3 clusters
  Score: Raw -271178.303300 + Penalty 2684.323913 = -268493.979387
  nChanged 137
		SP:Iteration 5Q (127313.650000 sec): 3 clusters
  Score: Raw -271276.951546 + Penalty 2684.323913 = -268592.627632
  nChanged 112
		SP:Iteration 6Q (127313.730000 sec): 3 clusters
  Score: Raw -271352.462437 + Penalty 2684.323913 = -268668.138524
  nChanged 92
		SP:Iteration 7Q (127313.800000 sec): 3 clusters
  Score: Raw -271413.844858 + Penalty 2684.323913 = -268729.520945
  nChanged 69
		SP:Iteration 8Q (127313.880000 sec): 3 clusters
  Score: Raw -271462.002528 + Penalty 2684.323913 = -268777.678614
  nChanged 60
		SP:Iteration 9Q (127313.950000 sec): 3 clusters
  Score: Raw -271502.140019 + Penalty 2684.323913 = -268817.816106
  nChanged 59
		SP:Iteration 10Q (127314.030000 sec): 3 clusters
  Score: Raw -271539.387912 + Penalty 2684.323913 = -268855.063999
  nChanged 51
		SP:Iteration 11Q (127314.110000 sec): 3 clusters
  Score: Raw -271575.966547 + Penalty 2684.323913 = -268891.642633
  nChanged 58
		SP:Iteration 12Q (127314.180000 sec): 3 clusters
  Score: Raw -271614.899813 + Penalty 2684.323913 = -268930.575900
  nChanged 54
		SP:Iteration 13Q (127314.260000 sec): 3 clusters
  Score: Raw -271643.778603 + Penalty 2684.323913 = -268959.454690
  nChanged 47
		SP:Iteration 14Q (127314.330000 sec): 3 clusters
  Score: Raw -271669.960688 + Penalty 2684.323913 = -268985.636774
  nChanged 35
		SP:Iteration 15Q (127314.410000 sec): 3 clusters
  Score: Raw -271688.179278 + Penalty 2684.323913 = -269003.855365
  nChanged 35
		SP:Iteration 16Q (127314.490000 sec): 3 clusters
  Score: Raw -271706.293248 + Penalty 2684.323913 = -269021.969335
  nChanged 41
		SP:Iteration 17Q (127314.570000 sec): 3 clusters
  Score: Raw -271724.900230 + Penalty 2684.323913 = -269040.576317
  nChanged 31
		SP:Iteration 18Q (127314.640000 sec): 3 clusters
  Score: Raw -271739.532108 + Penalty 2684.323913 = -269055.208195
  nChanged 33
		SP:Iteration 19Q (127314.720000 sec): 3 clusters
  Score: Raw -271756.552867 + Penalty 2684.323913 = -269072.228954
  nChanged 24
		SP:Iteration 20F (127314.900000 sec): 3 clusters
  Score: Raw -271764.591571 + Penalty 2684.323913 = -269080.267657
  nChanged 20
		SP:Iteration 21Q (127315.050000 sec): 3 clusters
  Score: Raw -271771.001926 + Penalty 2684.323913 = -269086.678012
  nChanged 16
		SP:Iteration 22Q (127315.130000 sec): 3 clusters
  Score: Raw -271776.231964 + Penalty 2684.323913 = -269091.908051
  nChanged 22
		SP:Iteration 23Q (127315.200000 sec): 3 clusters
  Score: Raw -271787.913626 + Penalty 2684.323913 = -269103.589713
  nChanged 26
		SP:Iteration 24Q (127315.350000 sec): 3 clusters
  Score: Raw -271805.889943 + Penalty 2684.323913 = -269121.566030
  nChanged 31
		SP:Iteration 25Q (127315.520000 sec): 3 clusters
  Score: Raw -271825.111688 + Penalty 2684.323913 = -269140.787774
  nChanged 32
		SP:Iteration 26Q (127315.700000 sec): 3 clusters
  Score: Raw -271842.022455 + Penalty 2684.323913 = -269157.698541
  nChanged 26
		SP:Iteration 27Q (127315.870000 sec): 3 clusters
  Score: Raw -271852.026514 + Penalty 2684.323913 = -269167.702601
  nChanged 24
		SP:Iteration 28Q (127315.950000 sec): 3 clusters
  Score: Raw -271861.190063 + Penalty 2684.323913 = -269176.866149
  nChanged 14
		SP:Iteration 29Q (127316.020000 sec): 3 clusters
  Score: Raw -271865.676095 + Penalty 2684.323913 = -269181.352182
  nChanged 9
		SP:Iteration 30Q (127316.090000 sec): 3 clusters
  Score: Raw -271870.521809 + Penalty 2684.323913 = -269186.197895
  nChanged 19
		SP:Iteration 31Q (127316.170000 sec): 3 clusters
  Score: Raw -271878.270268 + Penalty 2684.323913 = -269193.946354
  nChanged 18
		SP:Iteration 32Q (127316.240000 sec): 3 clusters
  Score: Raw -271887.444670 + Penalty 2684.323913 = -269203.120756
  nChanged 19
		SP:Iteration 33Q (127316.320000 sec): 3 clusters
  Score: Raw -271897.672718 + Penalty 2684.323913 = -269213.348804
  nChanged 24
		SP:Iteration 34Q (127316.390000 sec): 3 clusters
  Score: Raw -271905.649745 + Penalty 2684.323913 = -269221.325832
  nChanged 16
		SP:Iteration 35Q (127316.470000 sec): 3 clusters
  Score: Raw -271909.675274 + Penalty 2684.323913 = -269225.351360
  nChanged 5
		SP:Iteration 36Q (127316.550000 sec): 3 clusters
  Score: Raw -271911.100144 + Penalty 2684.323913 = -269226.776231
  nChanged 2
		SP:Iteration 37Q (127316.620000 sec): 3 clusters
  Score: Raw -271911.374279 + Penalty 2684.323913 = -269227.050366
  nChanged 1
		SP:Iteration 38Q (127316.700000 sec): 3 clusters
  Score: Raw -271911.816678 + Penalty 2684.323913 = -269227.492765
  nChanged 3
		SP:Iteration 39Q (127316.780000 sec): 3 clusters
  Score: Raw -271913.063984 + Penalty 2684.323913 = -269228.740071
  nChanged 4
		SP:Iteration 40F (127316.850000 sec): 3 clusters
  Score: Raw -271914.683757 + Penalty 2684.323913 = -269230.359844
  nChanged 3
		SP:Iteration 41Q (127316.930000 sec): 3 clusters
  Score: Raw -271915.957238 + Penalty 2684.323913 = -269231.633325
  nChanged 4
		SP:Iteration 42Q (127317.000000 sec): 3 clusters
  Score: Raw -271916.812922 + Penalty 2684.323913 = -269232.489009
  nChanged 1
		SP:Iteration 43Q (127317.080000 sec): 3 clusters
  Score: Raw -271917.268269 + Penalty 2684.323913 = -269232.944356
  nChanged 3
		SP:Iteration 44Q (127317.160000 sec): 3 clusters
  Score: Raw -271917.879812 + Penalty 2684.323913 = -269233.555899
  nChanged 3
		SP:Iteration 45Q (127317.240000 sec): 3 clusters
  Score: Raw -271918.868501 + Penalty 2684.323913 = -269234.544587
  nChanged 2
		SP:Iteration 46Q (127317.320000 sec): 3 clusters
  Score: Raw -271919.514722 + Penalty 2684.323913 = -269235.190809
  nChanged 1
		SP:Iteration 47Q (127317.420000 sec): 3 clusters
  Score: Raw -271919.970692 + Penalty 2684.323913 = -269235.646778
  nChanged 2
		SP:Iteration 48Q (127317.600000 sec): 3 clusters
  Score: Raw -271920.801662 + Penalty 2684.323913 = -269236.477748
  nChanged 3
		SP:Iteration 49Q (127317.770000 sec): 3 clusters
  Score: Raw -271922.206591 + Penalty 2684.323913 = -269237.882678
  nChanged 6
		SP:Iteration 50Q (127317.950000 sec): 3 clusters
  Score: Raw -271924.386614 + Penalty 2684.323913 = -269240.062700
  nChanged 2
		SP:Iteration 51Q (127318.120000 sec): 3 clusters
  Score: Raw -271925.041118 + Penalty 2684.323913 = -269240.717205
  nChanged 1
		SP:Iteration 52Q (127318.300000 sec): 3 clusters
  Score: Raw -271925.545422 + Penalty 2684.323913 = -269241.221509
  nChanged 4
		SP:Iteration 53Q (127318.480000 sec): 3 clusters
  Score: Raw -271927.215074 + Penalty 2684.323913 = -269242.891160
  nChanged 5
		SP:Iteration 54Q (127318.650000 sec): 3 clusters
  Score: Raw -271929.086028 + Penalty 2684.323913 = -269244.762114
  nChanged 7
		SP:Iteration 55Q (127318.830000 sec): 3 clusters
  Score: Raw -271930.418313 + Penalty 2684.323913 = -269246.094399
  nChanged 3
		SP:Iteration 56Q (127319.000000 sec): 3 clusters
  Score: Raw -271930.939959 + Penalty 2684.323913 = -269246.616045
  nChanged 3
		SP:Iteration 57Q (127319.180000 sec): 3 clusters
  Score: Raw -271932.118655 + Penalty 2684.323913 = -269247.794742
  nChanged 3
		SP:Iteration 58Q (127319.360000 sec): 3 clusters
  Score: Raw -271933.458187 + Penalty 2684.323913 = -269249.134273
  nChanged 5
		SP:Iteration 59Q (127319.530000 sec): 3 clusters
  Score: Raw -271935.385334 + Penalty 2684.323913 = -269251.061420
  nChanged 2
		SP:Iteration 60F (127319.710000 sec): 3 clusters
  Score: Raw -271935.810038 + Penalty 2684.323913 = -269251.486124
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (3492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127319.770000 sec): 2 clusters
  Score: Raw -255004.464221 + Penalty 1325.712362 = -253678.751859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127319.950000 sec): 3 clusters
  Score: Raw -253312.985419 + Penalty 2651.424723 = -250661.560696
  nChanged 1365
		SP:Iteration 1F (127320.120000 sec): 3 clusters
  Score: Raw -254186.726856 + Penalty 2651.424723 = -251535.302133
  nChanged 331
		SP:Iteration 2F (127320.300000 sec): 3 clusters
  Score: Raw -254448.764283 + Penalty 2651.424723 = -251797.339560
  nChanged 242
		SP:Iteration 3F (127320.480000 sec): 3 clusters
  Score: Raw -254658.791847 + Penalty 2651.424723 = -252007.367124
  nChanged 178
		SP:Iteration 4F (127320.650000 sec): 3 clusters
  Score: Raw -254803.461095 + Penalty 2651.424723 = -252152.036372
  nChanged 167
		SP:Iteration 5Q (127320.830000 sec): 3 clusters
  Score: Raw -254927.644655 + Penalty 2651.424723 = -252276.219932
  nChanged 113
		SP:Iteration 6Q (127321.000000 sec): 3 clusters
  Score: Raw -255014.003149 + Penalty 2651.424723 = -252362.578426
  nChanged 118
		SP:Iteration 7Q (127321.180000 sec): 3 clusters
  Score: Raw -255086.771024 + Penalty 2651.424723 = -252435.346301
  nChanged 89
		SP:Iteration 8Q (127321.360000 sec): 3 clusters
  Score: Raw -255130.919900 + Penalty 2651.424723 = -252479.495177
  nChanged 73
		SP:Iteration 9Q (127321.530000 sec): 3 clusters
  Score: Raw -255165.219703 + Penalty 2651.424723 = -252513.794980
  nChanged 55
		SP:Iteration 10Q (127321.710000 sec): 3 clusters
  Score: Raw -255186.903092 + Penalty 2651.424723 = -252535.478369
  nChanged 38
		SP:Iteration 11Q (127321.880000 sec): 3 clusters
  Score: Raw -255202.769486 + Penalty 2651.424723 = -252551.344763
  nChanged 40
		SP:Iteration 12Q (127322.060000 sec): 3 clusters
  Score: Raw -255218.606740 + Penalty 2651.424723 = -252567.182017
  nChanged 31
		SP:Iteration 13Q (127322.240000 sec): 3 clusters
  Score: Raw -255229.362567 + Penalty 2651.424723 = -252577.937844
  nChanged 26
		SP:Iteration 14Q (127322.410000 sec): 3 clusters
  Score: Raw -255238.357231 + Penalty 2651.424723 = -252586.932508
  nChanged 22
		SP:Iteration 15Q (127322.590000 sec): 3 clusters
  Score: Raw -255246.186967 + Penalty 2651.424723 = -252594.762244
  nChanged 17
		SP:Iteration 16Q (127322.760000 sec): 3 clusters
  Score: Raw -255251.202446 + Penalty 2651.424723 = -252599.777723
  nChanged 10
		SP:Iteration 17Q (127322.940000 sec): 3 clusters
  Score: Raw -255255.414861 + Penalty 2651.424723 = -252603.990138
  nChanged 10
		SP:Iteration 18Q (127323.120000 sec): 3 clusters
  Score: Raw -255258.400679 + Penalty 2651.424723 = -252606.975956
  nChanged 8
		SP:Iteration 19Q (127323.290000 sec): 3 clusters
  Score: Raw -255260.495735 + Penalty 2651.424723 = -252609.071012
  nChanged 5
		SP:Iteration 20F (127323.470000 sec): 3 clusters
  Score: Raw -255262.096145 + Penalty 2651.424723 = -252610.671422
  nChanged 5
		SP:Iteration 21Q (127323.640000 sec): 3 clusters
  Score: Raw -255263.558156 + Penalty 2651.424723 = -252612.133433
  nChanged 6
		SP:Iteration 22Q (127323.740000 sec): 3 clusters
  Score: Raw -255266.034931 + Penalty 2651.424723 = -252614.610208
  nChanged 7
		SP:Iteration 23Q (127323.810000 sec): 3 clusters
  Score: Raw -255267.826136 + Penalty 2651.424723 = -252616.401413
  nChanged 4
		SP:Iteration 24Q (127323.880000 sec): 3 clusters
  Score: Raw -255268.672742 + Penalty 2651.424723 = -252617.248019
  nChanged 2
		SP:Iteration 25Q (127323.950000 sec): 3 clusters
  Score: Raw -255269.760798 + Penalty 2651.424723 = -252618.336075
  nChanged 3
		SP:Iteration 26Q (127324.020000 sec): 3 clusters
  Score: Raw -255270.724286 + Penalty 2651.424723 = -252619.299563
  nChanged 4
		SP:Iteration 27Q (127324.090000 sec): 3 clusters
  Score: Raw -255272.157276 + Penalty 2651.424723 = -252620.732553
  nChanged 4
		SP:Iteration 28Q (127324.160000 sec): 3 clusters
  Score: Raw -255273.238882 + Penalty 2651.424723 = -252621.814159
  nChanged 3
		SP:Iteration 29Q (127324.230000 sec): 3 clusters
  Score: Raw -255273.867897 + Penalty 2651.424723 = -252622.443174
  nChanged 4
		SP:Iteration 30Q (127324.300000 sec): 3 clusters
  Score: Raw -255275.644321 + Penalty 2651.424723 = -252624.219598
  nChanged 4
		SP:Iteration 31Q (127324.380000 sec): 3 clusters
  Score: Raw -255277.682143 + Penalty 2651.424723 = -252626.257420
  nChanged 7
		SP:Iteration 32Q (127324.450000 sec): 3 clusters
  Score: Raw -255279.937096 + Penalty 2651.424723 = -252628.512373
  nChanged 6
		SP:Iteration 33Q (127324.520000 sec): 3 clusters
  Score: Raw -255283.151036 + Penalty 2651.424723 = -252631.726313
  nChanged 6
		SP:Iteration 34Q (127324.580000 sec): 3 clusters
  Score: Raw -255285.846851 + Penalty 2651.424723 = -252634.422128
  nChanged 8
		SP:Iteration 35Q (127324.760000 sec): 3 clusters
  Score: Raw -255288.355250 + Penalty 2651.424723 = -252636.930527
  nChanged 11
		SP:Iteration 36Q (127324.940000 sec): 3 clusters
  Score: Raw -255293.629354 + Penalty 2651.424723 = -252642.204631
  nChanged 10
		SP:Iteration 37Q (127325.110000 sec): 3 clusters
  Score: Raw -255297.164982 + Penalty 2651.424723 = -252645.740259
  nChanged 9
		SP:Iteration 38Q (127325.290000 sec): 3 clusters
  Score: Raw -255300.625241 + Penalty 2651.424723 = -252649.200518
  nChanged 11
		SP:Iteration 39Q (127325.460000 sec): 3 clusters
  Score: Raw -255303.987098 + Penalty 2651.424723 = -252652.562375
  nChanged 9
		SP:Iteration 40F (127325.640000 sec): 3 clusters
  Score: Raw -255306.730586 + Penalty 2651.424723 = -252655.305863
  nChanged 5
		SP:Iteration 41Q (127325.830000 sec): 3 clusters
  Score: Raw -255307.505765 + Penalty 2651.424723 = -252656.081042
  nChanged 3
		SP:Iteration 42Q (127325.990000 sec): 3 clusters
  Score: Raw -255308.514236 + Penalty 2651.424723 = -252657.089513
  nChanged 2
		SP:Iteration 43Q (127326.160000 sec): 3 clusters
  Score: Raw -255309.054257 + Penalty 2651.424723 = -252657.629534
  nChanged 3
		SP:Iteration 44Q (127326.340000 sec): 3 clusters
  Score: Raw -255309.404305 + Penalty 2651.424723 = -252657.979582
  nChanged 1
		SP:Iteration 45Q (127326.520000 sec): 3 clusters
  Score: Raw -255309.442500 + Penalty 2651.424723 = -252658.017777
  nChanged 0
		SP:Iteration 46F (127326.690000 sec): 3 clusters
  Score: Raw -255309.442500 + Penalty 2651.424723 = -252658.017777
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (3133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127326.760000 sec): 2 clusters
  Score: Raw -253050.803294 + Penalty 1308.083772 = -251742.719522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127326.940000 sec): 3 clusters
  Score: Raw -251558.222918 + Penalty 2616.167545 = -248942.055373
  nChanged 1239
		SP:Iteration 1F (127327.120000 sec): 3 clusters
  Score: Raw -252425.229498 + Penalty 2616.167545 = -249809.061954
  nChanged 304
		SP:Iteration 2F (127327.290000 sec): 3 clusters
  Score: Raw -252689.519321 + Penalty 2616.167545 = -250073.351776
  nChanged 207
		SP:Iteration 3F (127327.470000 sec): 3 clusters
  Score: Raw -252862.393251 + Penalty 2616.167545 = -250246.225707
  nChanged 179
		SP:Iteration 4F (127327.640000 sec): 3 clusters
  Score: Raw -252996.561284 + Penalty 2616.167545 = -250380.393740
  nChanged 136
		SP:Iteration 5Q (127327.820000 sec): 3 clusters
  Score: Raw -253097.514530 + Penalty 2616.167545 = -250481.346986
  nChanged 110
		SP:Iteration 6Q (127328.000000 sec): 3 clusters
  Score: Raw -253163.625739 + Penalty 2616.167545 = -250547.458194
  nChanged 81
		SP:Iteration 7Q (127328.170000 sec): 3 clusters
  Score: Raw -253223.764450 + Penalty 2616.167545 = -250607.596905
  nChanged 82
		SP:Iteration 8Q (127328.350000 sec): 3 clusters
  Score: Raw -253274.015237 + Penalty 2616.167545 = -250657.847692
  nChanged 72
		SP:Iteration 9Q (127328.520000 sec): 3 clusters
  Score: Raw -253314.209057 + Penalty 2616.167545 = -250698.041512
  nChanged 52
		SP:Iteration 10Q (127328.700000 sec): 3 clusters
  Score: Raw -253339.186534 + Penalty 2616.167545 = -250723.018990
  nChanged 34
		SP:Iteration 11Q (127328.880000 sec): 3 clusters
  Score: Raw -253352.755659 + Penalty 2616.167545 = -250736.588115
  nChanged 29
		SP:Iteration 12Q (127329.050000 sec): 3 clusters
  Score: Raw -253366.524243 + Penalty 2616.167545 = -250750.356699
  nChanged 25
		SP:Iteration 13Q (127329.230000 sec): 3 clusters
  Score: Raw -253375.880313 + Penalty 2616.167545 = -250759.712769
  nChanged 28
		SP:Iteration 14Q (127329.400000 sec): 3 clusters
  Score: Raw -253388.244362 + Penalty 2616.167545 = -250772.076817
  nChanged 27
		SP:Iteration 15Q (127329.580000 sec): 3 clusters
  Score: Raw -253400.276823 + Penalty 2616.167545 = -250784.109279
  nChanged 20
		SP:Iteration 16Q (127329.760000 sec): 3 clusters
  Score: Raw -253410.163847 + Penalty 2616.167545 = -250793.996303
  nChanged 21
		SP:Iteration 17Q (127329.930000 sec): 3 clusters
  Score: Raw -253420.296023 + Penalty 2616.167545 = -250804.128479
  nChanged 19
		SP:Iteration 18Q (127330.100000 sec): 3 clusters
  Score: Raw -253427.802612 + Penalty 2616.167545 = -250811.635067
  nChanged 19
		SP:Iteration 19Q (127330.280000 sec): 3 clusters
  Score: Raw -253435.266545 + Penalty 2616.167545 = -250819.099001
  nChanged 11
		SP:Iteration 20F (127330.460000 sec): 3 clusters
  Score: Raw -253440.119680 + Penalty 2616.167545 = -250823.952136
  nChanged 7
		SP:Iteration 21Q (127330.630000 sec): 3 clusters
  Score: Raw -253442.969769 + Penalty 2616.167545 = -250826.802224
  nChanged 6
		SP:Iteration 22Q (127330.810000 sec): 3 clusters
  Score: Raw -253444.521337 + Penalty 2616.167545 = -250828.353792
  nChanged 5
		SP:Iteration 23Q (127330.980000 sec): 3 clusters
  Score: Raw -253447.880469 + Penalty 2616.167545 = -250831.712925
  nChanged 5
		SP:Iteration 24Q (127331.160000 sec): 3 clusters
  Score: Raw -253449.837750 + Penalty 2616.167545 = -250833.670205
  nChanged 5
		SP:Iteration 25Q (127331.340000 sec): 3 clusters
  Score: Raw -253451.910516 + Penalty 2616.167545 = -250835.742972
  nChanged 4
		SP:Iteration 26Q (127331.510000 sec): 3 clusters
  Score: Raw -253454.075938 + Penalty 2616.167545 = -250837.908394
  nChanged 4
		SP:Iteration 27Q (127331.680000 sec): 3 clusters
  Score: Raw -253456.367140 + Penalty 2616.167545 = -250840.199595
  nChanged 7
		SP:Iteration 28Q (127331.860000 sec): 3 clusters
  Score: Raw -253458.014126 + Penalty 2616.167545 = -250841.846581
  nChanged 4
		SP:Iteration 29Q (127332.030000 sec): 3 clusters
  Score: Raw -253459.117897 + Penalty 2616.167545 = -250842.950353
  nChanged 6
		SP:Iteration 30Q (127332.210000 sec): 3 clusters
  Score: Raw -253460.548777 + Penalty 2616.167545 = -250844.381233
  nChanged 6
		SP:Iteration 31Q (127332.380000 sec): 3 clusters
  Score: Raw -253461.933506 + Penalty 2616.167545 = -250845.765961
  nChanged 4
		SP:Iteration 32Q (127332.580000 sec): 3 clusters
  Score: Raw -253462.710056 + Penalty 2616.167545 = -250846.542512
  nChanged 4
		SP:Iteration 33Q (127332.740000 sec): 3 clusters
  Score: Raw -253463.994603 + Penalty 2616.167545 = -250847.827059
  nChanged 4
		SP:Iteration 34Q (127332.910000 sec): 3 clusters
  Score: Raw -253464.884049 + Penalty 2616.167545 = -250848.716504
  nChanged 2
		SP:Iteration 35Q (127333.080000 sec): 3 clusters
  Score: Raw -253465.355477 + Penalty 2616.167545 = -250849.187933
  nChanged 2
		SP:Iteration 36Q (127333.260000 sec): 3 clusters
  Score: Raw -253465.678646 + Penalty 2616.167545 = -250849.511101
  nChanged 1
		SP:Iteration 37Q (127333.440000 sec): 3 clusters
  Score: Raw -253465.770805 + Penalty 2616.167545 = -250849.603260
  nChanged 0
		SP:Iteration 38F (127333.610000 sec): 3 clusters
  Score: Raw -253465.770805 + Penalty 2616.167545 = -250849.603260
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (3251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127333.730000 sec): 2 clusters
  Score: Raw -263655.030360 + Penalty 1314.091662 = -262340.938698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127333.900000 sec): 3 clusters
  Score: Raw -262115.281959 + Penalty 2628.183324 = -259487.098634
  nChanged 1234
		SP:Iteration 1F (127334.080000 sec): 3 clusters
  Score: Raw -262876.042659 + Penalty 2628.183324 = -260247.859335
  nChanged 286
		SP:Iteration 2F (127334.250000 sec): 3 clusters
  Score: Raw -263115.709853 + Penalty 2628.183324 = -260487.526529
  nChanged 223
		SP:Iteration 3F (127334.420000 sec): 3 clusters
  Score: Raw -263306.056599 + Penalty 2628.183324 = -260677.873275
  nChanged 178
		SP:Iteration 4F (127334.600000 sec): 3 clusters
  Score: Raw -263458.915425 + Penalty 2628.183324 = -260830.732101
  nChanged 160
		SP:Iteration 5Q (127334.780000 sec): 3 clusters
  Score: Raw -263588.320988 + Penalty 2628.183324 = -260960.137664
  nChanged 141
		SP:Iteration 6Q (127334.950000 sec): 3 clusters
  Score: Raw -263700.393556 + Penalty 2628.183324 = -261072.210232
  nChanged 112
		SP:Iteration 7Q (127335.130000 sec): 3 clusters
  Score: Raw -263789.164006 + Penalty 2628.183324 = -261160.980682
  nChanged 95
		SP:Iteration 8Q (127335.300000 sec): 3 clusters
  Score: Raw -263850.865878 + Penalty 2628.183324 = -261222.682554
  nChanged 67
		SP:Iteration 9Q (127335.480000 sec): 3 clusters
  Score: Raw -263897.198266 + Penalty 2628.183324 = -261269.014942
  nChanged 59
		SP:Iteration 10Q (127335.660000 sec): 3 clusters
  Score: Raw -263935.210654 + Penalty 2628.183324 = -261307.027330
  nChanged 52
		SP:Iteration 11Q (127335.830000 sec): 3 clusters
  Score: Raw -263969.002880 + Penalty 2628.183324 = -261340.819556
  nChanged 43
		SP:Iteration 12Q (127336.010000 sec): 3 clusters
  Score: Raw -263994.966284 + Penalty 2628.183324 = -261366.782960
  nChanged 38
		SP:Iteration 13Q (127336.180000 sec): 3 clusters
  Score: Raw -264016.804762 + Penalty 2628.183324 = -261388.621438
  nChanged 30
		SP:Iteration 14Q (127336.360000 sec): 3 clusters
  Score: Raw -264029.823739 + Penalty 2628.183324 = -261401.640415
  nChanged 26
		SP:Iteration 15Q (127336.540000 sec): 3 clusters
  Score: Raw -264041.448919 + Penalty 2628.183324 = -261413.265595
  nChanged 14
		SP:Iteration 16Q (127336.710000 sec): 3 clusters
  Score: Raw -264047.906236 + Penalty 2628.183324 = -261419.722912
  nChanged 16
		SP:Iteration 17Q (127336.890000 sec): 3 clusters
  Score: Raw -264055.075945 + Penalty 2628.183324 = -261426.892620
  nChanged 16
		SP:Iteration 18Q (127337.060000 sec): 3 clusters
  Score: Raw -264061.784131 + Penalty 2628.183324 = -261433.600807
  nChanged 13
		SP:Iteration 19Q (127337.240000 sec): 3 clusters
  Score: Raw -264068.976491 + Penalty 2628.183324 = -261440.793167
  nChanged 11
		SP:Iteration 20F (127337.410000 sec): 3 clusters
  Score: Raw -264073.778322 + Penalty 2628.183324 = -261445.594998
  nChanged 15
		SP:Iteration 21Q (127337.590000 sec): 3 clusters
  Score: Raw -264079.994507 + Penalty 2628.183324 = -261451.811183
  nChanged 18
		SP:Iteration 22Q (127337.770000 sec): 3 clusters
  Score: Raw -264091.377961 + Penalty 2628.183324 = -261463.194637
  nChanged 21
		SP:Iteration 23Q (127337.940000 sec): 3 clusters
  Score: Raw -264106.451355 + Penalty 2628.183324 = -261478.268031
  nChanged 31
		SP:Iteration 24Q (127338.120000 sec): 3 clusters
  Score: Raw -264125.947694 + Penalty 2628.183324 = -261497.764370
  nChanged 25
		SP:Iteration 25Q (127338.290000 sec): 3 clusters
  Score: Raw -264139.751086 + Penalty 2628.183324 = -261511.567762
  nChanged 13
		SP:Iteration 26Q (127338.470000 sec): 3 clusters
  Score: Raw -264148.667755 + Penalty 2628.183324 = -261520.484431
  nChanged 19
		SP:Iteration 27Q (127338.650000 sec): 3 clusters
  Score: Raw -264164.512127 + Penalty 2628.183324 = -261536.328803
  nChanged 28
		SP:Iteration 28Q (127338.820000 sec): 3 clusters
  Score: Raw -264187.906911 + Penalty 2628.183324 = -261559.723587
  nChanged 32
		SP:Iteration 29Q (127339.000000 sec): 3 clusters
  Score: Raw -264207.133889 + Penalty 2628.183324 = -261578.950565
  nChanged 20
		SP:Iteration 30Q (127339.170000 sec): 3 clusters
  Score: Raw -264220.661670 + Penalty 2628.183324 = -261592.478346
  nChanged 20
		SP:Iteration 31Q (127339.350000 sec): 3 clusters
  Score: Raw -264231.959963 + Penalty 2628.183324 = -261603.776639
  nChanged 18
		SP:Iteration 32Q (127339.570000 sec): 3 clusters
  Score: Raw -264240.803181 + Penalty 2628.183324 = -261612.619856
  nChanged 17
		SP:Iteration 33Q (127339.730000 sec): 3 clusters
  Score: Raw -264250.644647 + Penalty 2628.183324 = -261622.461323
  nChanged 17
		SP:Iteration 34Q (127339.940000 sec): 3 clusters
  Score: Raw -264260.541453 + Penalty 2628.183324 = -261632.358129
  nChanged 15
		SP:Iteration 35Q (127340.080000 sec): 3 clusters
  Score: Raw -264268.489218 + Penalty 2628.183324 = -261640.305894
  nChanged 20
		SP:Iteration 36Q (127340.240000 sec): 3 clusters
  Score: Raw -264279.809457 + Penalty 2628.183324 = -261651.626133
  nChanged 19
		SP:Iteration 37Q (127340.410000 sec): 3 clusters
  Score: Raw -264289.705858 + Penalty 2628.183324 = -261661.522534
  nChanged 10
		SP:Iteration 38Q (127340.630000 sec): 3 clusters
  Score: Raw -264293.874872 + Penalty 2628.183324 = -261665.691548
  nChanged 13
		SP:Iteration 39Q (127340.830000 sec): 3 clusters
  Score: Raw -264299.956647 + Penalty 2628.183324 = -261671.773323
  nChanged 14
		SP:Iteration 40F (127341.010000 sec): 3 clusters
  Score: Raw -264310.630739 + Penalty 2628.183324 = -261682.447415
  nChanged 18
		SP:Iteration 41Q (127341.180000 sec): 3 clusters
  Score: Raw -264321.032609 + Penalty 2628.183324 = -261692.849285
  nChanged 21
		SP:Iteration 42Q (127341.360000 sec): 3 clusters
  Score: Raw -264335.962765 + Penalty 2628.183324 = -261707.779441
  nChanged 18
		SP:Iteration 43Q (127341.530000 sec): 3 clusters
  Score: Raw -264345.940755 + Penalty 2628.183324 = -261717.757431
  nChanged 11
		SP:Iteration 44Q (127341.710000 sec): 3 clusters
  Score: Raw -264350.996757 + Penalty 2628.183324 = -261722.813433
  nChanged 9
		SP:Iteration 45Q (127341.890000 sec): 3 clusters
  Score: Raw -264355.481519 + Penalty 2628.183324 = -261727.298195
  nChanged 9
		SP:Iteration 46Q (127342.060000 sec): 3 clusters
  Score: Raw -264360.985061 + Penalty 2628.183324 = -261732.801737
  nChanged 13
		SP:Iteration 47Q (127342.160000 sec): 3 clusters
  Score: Raw -264369.971852 + Penalty 2628.183324 = -261741.788528
  nChanged 13
		SP:Iteration 48Q (127342.220000 sec): 3 clusters
  Score: Raw -264376.022594 + Penalty 2628.183324 = -261747.839270
  nChanged 9
		SP:Iteration 49Q (127342.280000 sec): 3 clusters
  Score: Raw -264382.196634 + Penalty 2628.183324 = -261754.013310
  nChanged 9
		SP:Iteration 50Q (127342.340000 sec): 3 clusters
  Score: Raw -264388.151432 + Penalty 2628.183324 = -261759.968108
  nChanged 6
		SP:Iteration 51Q (127342.400000 sec): 3 clusters
  Score: Raw -264391.109862 + Penalty 2628.183324 = -261762.926538
  nChanged 3
		SP:Iteration 52Q (127342.460000 sec): 3 clusters
  Score: Raw -264392.907937 + Penalty 2628.183324 = -261764.724613
  nChanged 1
		SP:Iteration 53Q (127342.520000 sec): 3 clusters
  Score: Raw -264393.157304 + Penalty 2628.183324 = -261764.973980
  nChanged 1
		SP:Iteration 54Q (127342.580000 sec): 3 clusters
  Score: Raw -264393.281666 + Penalty 2628.183324 = -261765.098342
  nChanged 0
		SP:Iteration 55F (127342.640000 sec): 3 clusters
  Score: Raw -264393.281666 + Penalty 2628.183324 = -261765.098342
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (3968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127342.720000 sec): 2 clusters
  Score: Raw -307937.005567 + Penalty 1346.477839 = -306590.527729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127342.810000 sec): 3 clusters
  Score: Raw -305955.797197 + Penalty 2692.955677 = -303262.841520
  nChanged 1582
		SP:Iteration 1F (127342.890000 sec): 3 clusters
  Score: Raw -307050.508137 + Penalty 2692.955677 = -304357.552460
  nChanged 410
		SP:Iteration 2F (127342.970000 sec): 3 clusters
  Score: Raw -307551.522329 + Penalty 2692.955677 = -304858.566651
  nChanged 332
		SP:Iteration 3F (127343.040000 sec): 3 clusters
  Score: Raw -307932.018580 + Penalty 2692.955677 = -305239.062902
  nChanged 287
		SP:Iteration 4F (127343.120000 sec): 3 clusters
  Score: Raw -308253.432325 + Penalty 2692.955677 = -305560.476647
  nChanged 225
		SP:Iteration 5F (127343.200000 sec): 3 clusters
  Score: Raw -308495.629300 + Penalty 2692.955677 = -305802.673623
  nChanged 161
		SP:Iteration 6Q (127343.280000 sec): 3 clusters
  Score: Raw -308639.100771 + Penalty 2692.955677 = -305946.145094
  nChanged 114
		SP:Iteration 7Q (127343.360000 sec): 3 clusters
  Score: Raw -308715.601693 + Penalty 2692.955677 = -306022.646016
  nChanged 72
		SP:Iteration 8Q (127343.430000 sec): 3 clusters
  Score: Raw -308748.271857 + Penalty 2692.955677 = -306055.316180
  nChanged 43
		SP:Iteration 9Q (127343.510000 sec): 3 clusters
  Score: Raw -308766.987801 + Penalty 2692.955677 = -306074.032124
  nChanged 32
		SP:Iteration 10Q (127343.590000 sec): 3 clusters
  Score: Raw -308781.671993 + Penalty 2692.955677 = -306088.716316
  nChanged 23
		SP:Iteration 11Q (127343.670000 sec): 3 clusters
  Score: Raw -308792.544024 + Penalty 2692.955677 = -306099.588347
  nChanged 26
		SP:Iteration 12Q (127343.750000 sec): 3 clusters
  Score: Raw -308805.548119 + Penalty 2692.955677 = -306112.592442
  nChanged 30
		SP:Iteration 13Q (127343.820000 sec): 3 clusters
  Score: Raw -308822.530909 + Penalty 2692.955677 = -306129.575232
  nChanged 24
		SP:Iteration 14Q (127343.900000 sec): 3 clusters
  Score: Raw -308835.708342 + Penalty 2692.955677 = -306142.752665
  nChanged 22
		SP:Iteration 15Q (127343.980000 sec): 3 clusters
  Score: Raw -308843.795953 + Penalty 2692.955677 = -306150.840276
  nChanged 17
		SP:Iteration 16Q (127344.050000 sec): 3 clusters
  Score: Raw -308857.415806 + Penalty 2692.955677 = -306164.460129
  nChanged 22
		SP:Iteration 17Q (127344.130000 sec): 3 clusters
  Score: Raw -308870.907969 + Penalty 2692.955677 = -306177.952292
  nChanged 20
		SP:Iteration 18Q (127344.210000 sec): 3 clusters
  Score: Raw -308883.758216 + Penalty 2692.955677 = -306190.802538
  nChanged 23
		SP:Iteration 19Q (127344.290000 sec): 3 clusters
  Score: Raw -308893.448138 + Penalty 2692.955677 = -306200.492461
  nChanged 19
		SP:Iteration 20F (127344.370000 sec): 3 clusters
  Score: Raw -308900.868377 + Penalty 2692.955677 = -306207.912699
  nChanged 17
		SP:Iteration 21Q (127344.450000 sec): 3 clusters
  Score: Raw -308906.745550 + Penalty 2692.955677 = -306213.789873
  nChanged 14
		SP:Iteration 22Q (127344.520000 sec): 3 clusters
  Score: Raw -308911.891529 + Penalty 2692.955677 = -306218.935852
  nChanged 10
		SP:Iteration 23Q (127344.600000 sec): 3 clusters
  Score: Raw -308915.247486 + Penalty 2692.955677 = -306222.291809
  nChanged 7
		SP:Iteration 24Q (127344.720000 sec): 3 clusters
  Score: Raw -308917.150797 + Penalty 2692.955677 = -306224.195120
  nChanged 8
		SP:Iteration 25Q (127344.900000 sec): 3 clusters
  Score: Raw -308920.271476 + Penalty 2692.955677 = -306227.315799
  nChanged 9
		SP:Iteration 26Q (127345.070000 sec): 3 clusters
  Score: Raw -308923.626025 + Penalty 2692.955677 = -306230.670347
  nChanged 10
		SP:Iteration 27Q (127345.250000 sec): 3 clusters
  Score: Raw -308927.208427 + Penalty 2692.955677 = -306234.252750
  nChanged 10
		SP:Iteration 28Q (127345.430000 sec): 3 clusters
  Score: Raw -308931.211052 + Penalty 2692.955677 = -306238.255374
  nChanged 7
		SP:Iteration 29Q (127345.600000 sec): 3 clusters
  Score: Raw -308933.496089 + Penalty 2692.955677 = -306240.540412
  nChanged 9
		SP:Iteration 30Q (127345.780000 sec): 3 clusters
  Score: Raw -308936.770972 + Penalty 2692.955677 = -306243.815295
  nChanged 8
		SP:Iteration 31Q (127345.950000 sec): 3 clusters
  Score: Raw -308939.440523 + Penalty 2692.955677 = -306246.484846
  nChanged 8
		SP:Iteration 32Q (127346.130000 sec): 3 clusters
  Score: Raw -308941.936235 + Penalty 2692.955677 = -306248.980557
  nChanged 8
		SP:Iteration 33Q (127346.300000 sec): 3 clusters
  Score: Raw -308945.228732 + Penalty 2692.955677 = -306252.273055
  nChanged 6
		SP:Iteration 34Q (127346.480000 sec): 3 clusters
  Score: Raw -308946.999885 + Penalty 2692.955677 = -306254.044208
  nChanged 4
		SP:Iteration 35Q (127346.650000 sec): 3 clusters
  Score: Raw -308947.819311 + Penalty 2692.955677 = -306254.863633
  nChanged 4
		SP:Iteration 36Q (127346.830000 sec): 3 clusters
  Score: Raw -308948.699366 + Penalty 2692.955677 = -306255.743689
  nChanged 3
		SP:Iteration 37Q (127347.010000 sec): 3 clusters
  Score: Raw -308949.933185 + Penalty 2692.955677 = -306256.977508
  nChanged 6
		SP:Iteration 38Q (127347.180000 sec): 3 clusters
  Score: Raw -308952.011162 + Penalty 2692.955677 = -306259.055485
  nChanged 7
		SP:Iteration 39Q (127347.360000 sec): 3 clusters
  Score: Raw -308954.179223 + Penalty 2692.955677 = -306261.223546
  nChanged 8
		SP:Iteration 40F (127347.530000 sec): 3 clusters
  Score: Raw -308956.617011 + Penalty 2692.955677 = -306263.661334
  nChanged 11
		SP:Iteration 41Q (127347.700000 sec): 3 clusters
  Score: Raw -308960.051490 + Penalty 2692.955677 = -306267.095813
  nChanged 10
		SP:Iteration 42Q (127347.870000 sec): 3 clusters
  Score: Raw -308965.048366 + Penalty 2692.955677 = -306272.092689
  nChanged 13
		SP:Iteration 43Q (127348.030000 sec): 3 clusters
  Score: Raw -308969.966644 + Penalty 2692.955677 = -306277.010966
  nChanged 6
		SP:Iteration 44Q (127348.190000 sec): 3 clusters
  Score: Raw -308971.280380 + Penalty 2692.955677 = -306278.324703
  nChanged 0
		SP:Iteration 45F (127348.360000 sec): 3 clusters
  Score: Raw -308971.280380 + Penalty 2692.955677 = -306278.324703
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (7107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127348.450000 sec): 2 clusters
  Score: Raw -609729.600030 + Penalty 1441.185768 = -608288.414262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127348.670000 sec): 3 clusters
  Score: Raw -605877.130518 + Penalty 2882.371535 = -602994.758983
  nChanged 3017
		SP:Iteration 1F (127348.870000 sec): 3 clusters
  Score: Raw -607755.890630 + Penalty 2882.371535 = -604873.519095
  nChanged 606
		SP:Iteration 2F (127349.070000 sec): 3 clusters
  Score: Raw -608194.701313 + Penalty 2882.371535 = -605312.329778
  nChanged 486
		SP:Iteration 3F (127349.280000 sec): 3 clusters
  Score: Raw -608519.930437 + Penalty 2882.371535 = -605637.558902
  nChanged 388
		SP:Iteration 4F (127349.470000 sec): 3 clusters
  Score: Raw -608777.404354 + Penalty 2882.371535 = -605895.032819
  nChanged 371
		SP:Iteration 5F (127349.590000 sec): 3 clusters
  Score: Raw -609000.959825 + Penalty 2882.371535 = -606118.588290
  nChanged 308
		SP:Iteration 6Q (127349.710000 sec): 3 clusters
  Score: Raw -609142.665273 + Penalty 2882.371535 = -606260.293738
  nChanged 232
		SP:Iteration 7Q (127349.910000 sec): 3 clusters
  Score: Raw -609233.927086 + Penalty 2882.371535 = -606351.555551
  nChanged 156
		SP:Iteration 8Q (127350.120000 sec): 3 clusters
  Score: Raw -609288.028179 + Penalty 2882.371535 = -606405.656644
  nChanged 125
		SP:Iteration 9Q (127350.350000 sec): 3 clusters
  Score: Raw -609326.349321 + Penalty 2882.371535 = -606443.977786
  nChanged 114
		SP:Iteration 10Q (127350.460000 sec): 3 clusters
  Score: Raw -609365.171216 + Penalty 2882.371535 = -606482.799681
  nChanged 107
		SP:Iteration 11Q (127350.570000 sec): 3 clusters
  Score: Raw -609394.186410 + Penalty 2882.371535 = -606511.814875
  nChanged 93
		SP:Iteration 12Q (127350.760000 sec): 3 clusters
  Score: Raw -609421.762602 + Penalty 2882.371535 = -606539.391067
  nChanged 84
		SP:Iteration 13Q (127350.970000 sec): 3 clusters
  Score: Raw -609445.196031 + Penalty 2882.371535 = -606562.824496
  nChanged 82
		SP:Iteration 14Q (127351.080000 sec): 3 clusters
  Score: Raw -609466.420192 + Penalty 2882.371535 = -606584.048657
  nChanged 64
		SP:Iteration 15Q (127351.190000 sec): 3 clusters
  Score: Raw -609488.142699 + Penalty 2882.371535 = -606605.771164
  nChanged 78
		SP:Iteration 16Q (127351.410000 sec): 3 clusters
  Score: Raw -609510.826566 + Penalty 2882.371535 = -606628.455030
  nChanged 80
		SP:Iteration 17Q (127351.570000 sec): 3 clusters
  Score: Raw -609533.587052 + Penalty 2882.371535 = -606651.215517
  nChanged 71
		SP:Iteration 18Q (127351.780000 sec): 3 clusters
  Score: Raw -609556.099914 + Penalty 2882.371535 = -606673.728379
  nChanged 76
		SP:Iteration 19Q (127351.900000 sec): 3 clusters
  Score: Raw -609583.845034 + Penalty 2882.371535 = -606701.473499
  nChanged 78
		SP:Iteration 20F (127352.100000 sec): 3 clusters
  Score: Raw -609609.627291 + Penalty 2882.371535 = -606727.255756
  nChanged 71
		SP:Iteration 21Q (127352.300000 sec): 3 clusters
  Score: Raw -609633.943789 + Penalty 2882.371535 = -606751.572254
  nChanged 75
		SP:Iteration 22Q (127352.510000 sec): 3 clusters
  Score: Raw -609661.071251 + Penalty 2882.371535 = -606778.699716
  nChanged 79
		SP:Iteration 23Q (127352.720000 sec): 3 clusters
  Score: Raw -609689.303306 + Penalty 2882.371535 = -606806.931771
  nChanged 73
		SP:Iteration 24Q (127352.920000 sec): 3 clusters
  Score: Raw -609711.092478 + Penalty 2882.371535 = -606828.720943
  nChanged 52
		SP:Iteration 25Q (127353.130000 sec): 3 clusters
  Score: Raw -609728.377096 + Penalty 2882.371535 = -606846.005561
  nChanged 57
		SP:Iteration 26Q (127353.340000 sec): 3 clusters
  Score: Raw -609748.425213 + Penalty 2882.371535 = -606866.053678
  nChanged 53
		SP:Iteration 27Q (127353.550000 sec): 3 clusters
  Score: Raw -609776.791938 + Penalty 2882.371535 = -606894.420403
  nChanged 65
		SP:Iteration 28Q (127353.750000 sec): 3 clusters
  Score: Raw -609804.020399 + Penalty 2882.371535 = -606921.648864
  nChanged 61
		SP:Iteration 29Q (127353.960000 sec): 3 clusters
  Score: Raw -609828.702665 + Penalty 2882.371535 = -606946.331130
  nChanged 70
		SP:Iteration 30Q (127354.170000 sec): 3 clusters
  Score: Raw -609858.490123 + Penalty 2882.371535 = -606976.118588
  nChanged 58
		SP:Iteration 31Q (127354.370000 sec): 3 clusters
  Score: Raw -609884.314136 + Penalty 2882.371535 = -607001.942601
  nChanged 61
		SP:Iteration 32Q (127354.580000 sec): 3 clusters
  Score: Raw -609907.513867 + Penalty 2882.371535 = -607025.142332
  nChanged 43
		SP:Iteration 33Q (127354.790000 sec): 3 clusters
  Score: Raw -609923.061203 + Penalty 2882.371535 = -607040.689668
  nChanged 48
		SP:Iteration 34Q (127354.990000 sec): 3 clusters
  Score: Raw -609940.416332 + Penalty 2882.371535 = -607058.044797
  nChanged 50
		SP:Iteration 35Q (127355.200000 sec): 3 clusters
  Score: Raw -609962.170365 + Penalty 2882.371535 = -607079.798829
  nChanged 46
		SP:Iteration 36Q (127355.450000 sec): 3 clusters
  Score: Raw -609986.021939 + Penalty 2882.371535 = -607103.650404
  nChanged 35
		SP:Iteration 37Q (127355.610000 sec): 3 clusters
  Score: Raw -610001.090217 + Penalty 2882.371535 = -607118.718682
  nChanged 34
		SP:Iteration 38Q (127355.800000 sec): 3 clusters
  Score: Raw -610017.423315 + Penalty 2882.371535 = -607135.051780
  nChanged 31
		SP:Iteration 39Q (127355.910000 sec): 3 clusters
  Score: Raw -610027.939396 + Penalty 2882.371535 = -607145.567861
  nChanged 32
		SP:Iteration 40F (127356.030000 sec): 3 clusters
  Score: Raw -610043.519240 + Penalty 2882.371535 = -607161.147705
  nChanged 28
		SP:Iteration 41Q (127356.140000 sec): 3 clusters
  Score: Raw -610054.738872 + Penalty 2882.371535 = -607172.367337
  nChanged 19
		SP:Iteration 42Q (127356.340000 sec): 3 clusters
  Score: Raw -610067.318903 + Penalty 2882.371535 = -607184.947368
  nChanged 33
		SP:Iteration 43Q (127356.550000 sec): 3 clusters
  Score: Raw -610084.006908 + Penalty 2882.371535 = -607201.635373
  nChanged 32
		SP:Iteration 44Q (127356.750000 sec): 3 clusters
  Score: Raw -610099.271609 + Penalty 2882.371535 = -607216.900074
  nChanged 23
		SP:Iteration 45Q (127356.960000 sec): 3 clusters
  Score: Raw -610107.804336 + Penalty 2882.371535 = -607225.432801
  nChanged 18
		SP:Iteration 46Q (127357.180000 sec): 3 clusters
  Score: Raw -610115.998194 + Penalty 2882.371535 = -607233.626659
  nChanged 15
		SP:Iteration 47Q (127357.390000 sec): 3 clusters
  Score: Raw -610120.637408 + Penalty 2882.371535 = -607238.265873
  nChanged 15
		SP:Iteration 48Q (127357.600000 sec): 3 clusters
  Score: Raw -610129.634894 + Penalty 2882.371535 = -607247.263358
  nChanged 19
		SP:Iteration 49Q (127357.800000 sec): 3 clusters
  Score: Raw -610138.187947 + Penalty 2882.371535 = -607255.816412
  nChanged 21
		SP:Iteration 50Q (127358.010000 sec): 3 clusters
  Score: Raw -610147.351976 + Penalty 2882.371535 = -607264.980441
  nChanged 17
		SP:Iteration 51Q (127358.210000 sec): 3 clusters
  Score: Raw -610154.633015 + Penalty 2882.371535 = -607272.261480
  nChanged 19
		SP:Iteration 52Q (127358.420000 sec): 3 clusters
  Score: Raw -610165.292335 + Penalty 2882.371535 = -607282.920800
  nChanged 22
		SP:Iteration 53Q (127358.620000 sec): 3 clusters
  Score: Raw -610174.593104 + Penalty 2882.371535 = -607292.221569
  nChanged 19
		SP:Iteration 54Q (127358.820000 sec): 3 clusters
  Score: Raw -610184.545604 + Penalty 2882.371535 = -607302.174069
  nChanged 20
		SP:Iteration 55Q (127359.030000 sec): 3 clusters
  Score: Raw -610193.664264 + Penalty 2882.371535 = -607311.292728
  nChanged 14
		SP:Iteration 56Q (127359.230000 sec): 3 clusters
  Score: Raw -610197.975528 + Penalty 2882.371535 = -607315.603993
  nChanged 8
		SP:Iteration 57Q (127359.440000 sec): 3 clusters
  Score: Raw -610201.534026 + Penalty 2882.371535 = -607319.162491
  nChanged 2
		SP:Iteration 58Q (127359.640000 sec): 3 clusters
  Score: Raw -610202.195343 + Penalty 2882.371535 = -607319.823807
  nChanged 3
		SP:Iteration 59Q (127359.860000 sec): 3 clusters
  Score: Raw -610203.391122 + Penalty 2882.371535 = -607321.019587
  nChanged 3
		SP:Iteration 60F (127359.980000 sec): 3 clusters
  Score: Raw -610204.417946 + Penalty 2882.371535 = -607322.046411
  nChanged 4
		SP:Iteration 61Q (127360.170000 sec): 3 clusters
  Score: Raw -610205.617443 + Penalty 2882.371535 = -607323.245908
  nChanged 4
		SP:Iteration 62Q (127360.380000 sec): 3 clusters
  Score: Raw -610207.042672 + Penalty 2882.371535 = -607324.671137
  nChanged 3
		SP:Iteration 63Q (127360.580000 sec): 3 clusters
  Score: Raw -610207.855591 + Penalty 2882.371535 = -607325.484056
  nChanged 3
		SP:Iteration 64Q (127360.790000 sec): 3 clusters
  Score: Raw -610208.962754 + Penalty 2882.371535 = -607326.591219
  nChanged 2
		SP:Iteration 65Q (127360.990000 sec): 3 clusters
  Score: Raw -610209.273854 + Penalty 2882.371535 = -607326.902319
  nChanged 1
		SP:Iteration 66Q (127361.200000 sec): 3 clusters
  Score: Raw -610209.495016 + Penalty 2882.371535 = -607327.123481
  nChanged 0
		SP:Iteration 67F (127361.400000 sec): 3 clusters
  Score: Raw -610209.495016 + Penalty 2882.371535 = -607327.123481
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (4123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127361.490000 sec): 2 clusters
  Score: Raw -348401.383639 + Penalty 1352.704654 = -347048.678985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127361.670000 sec): 3 clusters
  Score: Raw -346352.210198 + Penalty 2705.409308 = -343646.800889
  nChanged 1628
		SP:Iteration 1F (127361.850000 sec): 3 clusters
  Score: Raw -347390.764243 + Penalty 2705.409308 = -344685.354935
  nChanged 379
		SP:Iteration 2F (127362.020000 sec): 3 clusters
  Score: Raw -347683.782361 + Penalty 2705.409308 = -344978.373053
  nChanged 270
		SP:Iteration 3F (127362.200000 sec): 3 clusters
  Score: Raw -347879.524114 + Penalty 2705.409308 = -345174.114806
  nChanged 214
		SP:Iteration 4F (127362.370000 sec): 3 clusters
  Score: Raw -348033.514649 + Penalty 2705.409308 = -345328.105341
  nChanged 193
		SP:Iteration 5Q (127362.550000 sec): 3 clusters
  Score: Raw -348176.052015 + Penalty 2705.409308 = -345470.642707
  nChanged 171
		SP:Iteration 6Q (127362.720000 sec): 3 clusters
  Score: Raw -348293.010878 + Penalty 2705.409308 = -345587.601570
  nChanged 153
		SP:Iteration 7Q (127362.900000 sec): 3 clusters
  Score: Raw -348399.191794 + Penalty 2705.409308 = -345693.782486
  nChanged 126
		SP:Iteration 8Q (127363.080000 sec): 3 clusters
  Score: Raw -348479.089864 + Penalty 2705.409308 = -345773.680555
  nChanged 96
		SP:Iteration 9Q (127363.250000 sec): 3 clusters
  Score: Raw -348535.608703 + Penalty 2705.409308 = -345830.199395
  nChanged 86
		SP:Iteration 10Q (127363.430000 sec): 3 clusters
  Score: Raw -348585.193896 + Penalty 2705.409308 = -345879.784588
  nChanged 69
		SP:Iteration 11Q (127363.600000 sec): 3 clusters
  Score: Raw -348627.581249 + Penalty 2705.409308 = -345922.171941
  nChanged 64
		SP:Iteration 12Q (127363.780000 sec): 3 clusters
  Score: Raw -348658.502799 + Penalty 2705.409308 = -345953.093491
  nChanged 49
		SP:Iteration 13Q (127363.960000 sec): 3 clusters
  Score: Raw -348683.774146 + Penalty 2705.409308 = -345978.364838
  nChanged 47
		SP:Iteration 14Q (127364.130000 sec): 3 clusters
  Score: Raw -348706.698585 + Penalty 2705.409308 = -346001.289277
  nChanged 40
		SP:Iteration 15Q (127364.310000 sec): 3 clusters
  Score: Raw -348726.461173 + Penalty 2705.409308 = -346021.051865
  nChanged 36
		SP:Iteration 16Q (127364.480000 sec): 3 clusters
  Score: Raw -348742.063352 + Penalty 2705.409308 = -346036.654044
  nChanged 30
		SP:Iteration 17Q (127364.660000 sec): 3 clusters
  Score: Raw -348753.345857 + Penalty 2705.409308 = -346047.936549
  nChanged 22
		SP:Iteration 18Q (127364.840000 sec): 3 clusters
  Score: Raw -348760.693397 + Penalty 2705.409308 = -346055.284089
  nChanged 20
		SP:Iteration 19Q (127365.010000 sec): 3 clusters
  Score: Raw -348769.163418 + Penalty 2705.409308 = -346063.754110
  nChanged 16
		SP:Iteration 20F (127365.190000 sec): 3 clusters
  Score: Raw -348775.511871 + Penalty 2705.409308 = -346070.102563
  nChanged 22
		SP:Iteration 21Q (127365.360000 sec): 3 clusters
  Score: Raw -348785.076706 + Penalty 2705.409308 = -346079.667398
  nChanged 15
		SP:Iteration 22Q (127365.540000 sec): 3 clusters
  Score: Raw -348791.389983 + Penalty 2705.409308 = -346085.980675
  nChanged 12
		SP:Iteration 23Q (127365.720000 sec): 3 clusters
  Score: Raw -348796.659316 + Penalty 2705.409308 = -346091.250008
  nChanged 12
		SP:Iteration 24Q (127365.890000 sec): 3 clusters
  Score: Raw -348801.093610 + Penalty 2705.409308 = -346095.684302
  nChanged 13
		SP:Iteration 25Q (127366.070000 sec): 3 clusters
  Score: Raw -348805.183079 + Penalty 2705.409308 = -346099.773771
  nChanged 8
		SP:Iteration 26Q (127366.240000 sec): 3 clusters
  Score: Raw -348807.523800 + Penalty 2705.409308 = -346102.114492
  nChanged 11
		SP:Iteration 27Q (127366.420000 sec): 3 clusters
  Score: Raw -348811.198346 + Penalty 2705.409308 = -346105.789038
  nChanged 4
		SP:Iteration 28Q (127366.600000 sec): 3 clusters
  Score: Raw -348811.908901 + Penalty 2705.409308 = -346106.499593
  nChanged 1
		SP:Iteration 29Q (127366.770000 sec): 3 clusters
  Score: Raw -348812.359339 + Penalty 2705.409308 = -346106.950031
  nChanged 1
		SP:Iteration 30Q (127366.950000 sec): 3 clusters
  Score: Raw -348812.539439 + Penalty 2705.409308 = -346107.130131
  nChanged 1
		SP:Iteration 31Q (127367.120000 sec): 3 clusters
  Score: Raw -348812.714132 + Penalty 2705.409308 = -346107.304824
  nChanged 1
		SP:Iteration 32Q (127367.300000 sec): 3 clusters
  Score: Raw -348812.884331 + Penalty 2705.409308 = -346107.475023
  nChanged 1
		SP:Iteration 33Q (127367.480000 sec): 3 clusters
  Score: Raw -348813.068573 + Penalty 2705.409308 = -346107.659264
  nChanged 2
		SP:Iteration 34Q (127367.650000 sec): 3 clusters
  Score: Raw -348813.543985 + Penalty 2705.409308 = -346108.134677
  nChanged 6
		SP:Iteration 35Q (127367.820000 sec): 3 clusters
  Score: Raw -348814.916778 + Penalty 2705.409308 = -346109.507469
  nChanged 2
		SP:Iteration 36Q (127368.000000 sec): 3 clusters
  Score: Raw -348815.503395 + Penalty 2705.409308 = -346110.094087
  nChanged 4
		SP:Iteration 37Q (127368.180000 sec): 3 clusters
  Score: Raw -348816.383942 + Penalty 2705.409308 = -346110.974634
  nChanged 4
		SP:Iteration 38Q (127368.350000 sec): 3 clusters
  Score: Raw -348816.974008 + Penalty 2705.409308 = -346111.564700
  nChanged 0
		SP:Iteration 39F (127368.530000 sec): 3 clusters
  Score: Raw -348816.974008 + Penalty 2705.409308 = -346111.564700
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (4494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127368.630000 sec): 2 clusters
  Score: Raw -383660.677675 + Penalty 1366.705999 = -382293.971676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127368.800000 sec): 3 clusters
  Score: Raw -381385.851469 + Penalty 2733.411997 = -378652.439472
  nChanged 1791
		SP:Iteration 1F (127368.980000 sec): 3 clusters
  Score: Raw -382485.683654 + Penalty 2733.411997 = -379752.271657
  nChanged 422
		SP:Iteration 2F (127369.160000 sec): 3 clusters
  Score: Raw -382855.501528 + Penalty 2733.411997 = -380122.089530
  nChanged 331
		SP:Iteration 3F (127369.330000 sec): 3 clusters
  Score: Raw -383168.663298 + Penalty 2733.411997 = -380435.251301
  nChanged 281
		SP:Iteration 4F (127369.510000 sec): 3 clusters
  Score: Raw -383409.798029 + Penalty 2733.411997 = -380676.386032
  nChanged 241
		SP:Iteration 5F (127369.690000 sec): 3 clusters
  Score: Raw -383600.699210 + Penalty 2733.411997 = -380867.287213
  nChanged 197
		SP:Iteration 6Q (127369.860000 sec): 3 clusters
  Score: Raw -383734.921797 + Penalty 2733.411997 = -381001.509800
  nChanged 157
		SP:Iteration 7Q (127370.040000 sec): 3 clusters
  Score: Raw -383822.186951 + Penalty 2733.411997 = -381088.774954
  nChanged 124
		SP:Iteration 8Q (127370.210000 sec): 3 clusters
  Score: Raw -383885.535846 + Penalty 2733.411997 = -381152.123849
  nChanged 85
		SP:Iteration 9Q (127370.390000 sec): 3 clusters
  Score: Raw -383920.822476 + Penalty 2733.411997 = -381187.410479
  nChanged 61
		SP:Iteration 10Q (127370.570000 sec): 3 clusters
  Score: Raw -383945.757073 + Penalty 2733.411997 = -381212.345076
  nChanged 56
		SP:Iteration 11Q (127370.740000 sec): 3 clusters
  Score: Raw -383968.344364 + Penalty 2733.411997 = -381234.932367
  nChanged 39
		SP:Iteration 12Q (127370.910000 sec): 3 clusters
  Score: Raw -383983.265161 + Penalty 2733.411997 = -381249.853164
  nChanged 26
		SP:Iteration 13Q (127371.090000 sec): 3 clusters
  Score: Raw -383991.759667 + Penalty 2733.411997 = -381258.347670
  nChanged 25
		SP:Iteration 14Q (127371.270000 sec): 3 clusters
  Score: Raw -384000.731000 + Penalty 2733.411997 = -381267.319003
  nChanged 28
		SP:Iteration 15Q (127371.440000 sec): 3 clusters
  Score: Raw -384010.921083 + Penalty 2733.411997 = -381277.509085
  nChanged 30
		SP:Iteration 16Q (127371.620000 sec): 3 clusters
  Score: Raw -384023.834016 + Penalty 2733.411997 = -381290.422019
  nChanged 26
		SP:Iteration 17Q (127371.790000 sec): 3 clusters
  Score: Raw -384033.462944 + Penalty 2733.411997 = -381300.050947
  nChanged 33
		SP:Iteration 18Q (127371.970000 sec): 3 clusters
  Score: Raw -384045.438118 + Penalty 2733.411997 = -381312.026120
  nChanged 24
		SP:Iteration 19Q (127372.150000 sec): 3 clusters
  Score: Raw -384054.793698 + Penalty 2733.411997 = -381321.381701
  nChanged 23
		SP:Iteration 20F (127372.320000 sec): 3 clusters
  Score: Raw -384063.278719 + Penalty 2733.411997 = -381329.866721
  nChanged 30
		SP:Iteration 21Q (127372.500000 sec): 3 clusters
  Score: Raw -384073.477724 + Penalty 2733.411997 = -381340.065726
  nChanged 28
		SP:Iteration 22Q (127372.670000 sec): 3 clusters
  Score: Raw -384084.249677 + Penalty 2733.411997 = -381350.837680
  nChanged 31
		SP:Iteration 23Q (127372.850000 sec): 3 clusters
  Score: Raw -384096.980912 + Penalty 2733.411997 = -381363.568915
  nChanged 32
		SP:Iteration 24Q (127373.030000 sec): 3 clusters
  Score: Raw -384109.844734 + Penalty 2733.411997 = -381376.432737
  nChanged 35
		SP:Iteration 25Q (127373.200000 sec): 3 clusters
  Score: Raw -384126.710237 + Penalty 2733.411997 = -381393.298240
  nChanged 35
		SP:Iteration 26Q (127373.380000 sec): 3 clusters
  Score: Raw -384140.422539 + Penalty 2733.411997 = -381407.010542
  nChanged 29
		SP:Iteration 27Q (127373.550000 sec): 3 clusters
  Score: Raw -384152.831365 + Penalty 2733.411997 = -381419.419368
  nChanged 33
		SP:Iteration 28Q (127373.730000 sec): 3 clusters
  Score: Raw -384164.733025 + Penalty 2733.411997 = -381431.321028
  nChanged 25
		SP:Iteration 29Q (127373.910000 sec): 3 clusters
  Score: Raw -384177.403697 + Penalty 2733.411997 = -381443.991699
  nChanged 31
		SP:Iteration 30Q (127374.080000 sec): 3 clusters
  Score: Raw -384193.116459 + Penalty 2733.411997 = -381459.704462
  nChanged 35
		SP:Iteration 31Q (127374.260000 sec): 3 clusters
  Score: Raw -384213.523305 + Penalty 2733.411997 = -381480.111308
  nChanged 41
		SP:Iteration 32Q (127374.430000 sec): 3 clusters
  Score: Raw -384237.042165 + Penalty 2733.411997 = -381503.630168
  nChanged 45
		SP:Iteration 33Q (127374.610000 sec): 3 clusters
  Score: Raw -384258.128103 + Penalty 2733.411997 = -381524.716105
  nChanged 35
		SP:Iteration 34Q (127374.780000 sec): 3 clusters
  Score: Raw -384278.616078 + Penalty 2733.411997 = -381545.204081
  nChanged 31
		SP:Iteration 35Q (127374.960000 sec): 3 clusters
  Score: Raw -384288.964180 + Penalty 2733.411997 = -381555.552183
  nChanged 20
		SP:Iteration 36Q (127375.130000 sec): 3 clusters
  Score: Raw -384295.874587 + Penalty 2733.411997 = -381562.462590
  nChanged 16
		SP:Iteration 37Q (127375.310000 sec): 3 clusters
  Score: Raw -384300.524930 + Penalty 2733.411997 = -381567.112933
  nChanged 16
		SP:Iteration 38Q (127375.490000 sec): 3 clusters
  Score: Raw -384307.281186 + Penalty 2733.411997 = -381573.869189
  nChanged 18
		SP:Iteration 39Q (127375.660000 sec): 3 clusters
  Score: Raw -384314.169461 + Penalty 2733.411997 = -381580.757464
  nChanged 21
		SP:Iteration 40F (127375.840000 sec): 3 clusters
  Score: Raw -384321.338678 + Penalty 2733.411997 = -381587.926681
  nChanged 15
		SP:Iteration 41Q (127376.010000 sec): 3 clusters
  Score: Raw -384325.575719 + Penalty 2733.411997 = -381592.163722
  nChanged 11
		SP:Iteration 42Q (127376.190000 sec): 3 clusters
  Score: Raw -384328.433974 + Penalty 2733.411997 = -381595.021977
  nChanged 6
		SP:Iteration 43Q (127376.370000 sec): 3 clusters
  Score: Raw -384329.923924 + Penalty 2733.411997 = -381596.511927
  nChanged 4
		SP:Iteration 44Q (127376.540000 sec): 3 clusters
  Score: Raw -384330.544943 + Penalty 2733.411997 = -381597.132946
  nChanged 2
		SP:Iteration 45Q (127376.720000 sec): 3 clusters
  Score: Raw -384331.018445 + Penalty 2733.411997 = -381597.606448
  nChanged 3
		SP:Iteration 46Q (127376.890000 sec): 3 clusters
  Score: Raw -384331.676052 + Penalty 2733.411997 = -381598.264055
  nChanged 3
		SP:Iteration 47Q (127377.070000 sec): 3 clusters
  Score: Raw -384332.346302 + Penalty 2733.411997 = -381598.934305
  nChanged 3
		SP:Iteration 48Q (127377.250000 sec): 3 clusters
  Score: Raw -384333.113414 + Penalty 2733.411997 = -381599.701417
  nChanged 4
		SP:Iteration 49Q (127377.420000 sec): 3 clusters
  Score: Raw -384333.677962 + Penalty 2733.411997 = -381600.265964
  nChanged 1
		SP:Iteration 50Q (127377.600000 sec): 3 clusters
  Score: Raw -384333.972085 + Penalty 2733.411997 = -381600.560088
  nChanged 1
		SP:Iteration 51Q (127377.770000 sec): 3 clusters
  Score: Raw -384334.099405 + Penalty 2733.411997 = -381600.687407
  nChanged 0
		SP:Iteration 52F (127377.950000 sec): 3 clusters
  Score: Raw -384334.099405 + Penalty 2733.411997 = -381600.687407
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (4748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127378.040000 sec): 2 clusters
  Score: Raw -362221.443267 + Penalty 1375.640298 = -360845.802969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127378.220000 sec): 3 clusters
  Score: Raw -359744.419148 + Penalty 2751.280596 = -356993.138553
  nChanged 1949
		SP:Iteration 1F (127378.390000 sec): 3 clusters
  Score: Raw -360940.150135 + Penalty 2751.280596 = -358188.869540
  nChanged 390
		SP:Iteration 2F (127378.570000 sec): 3 clusters
  Score: Raw -361250.861804 + Penalty 2751.280596 = -358499.581208
  nChanged 381
		SP:Iteration 3F (127378.750000 sec): 3 clusters
  Score: Raw -361561.584540 + Penalty 2751.280596 = -358810.303944
  nChanged 307
		SP:Iteration 4F (127378.920000 sec): 3 clusters
  Score: Raw -361793.306882 + Penalty 2751.280596 = -359042.026287
  nChanged 261
		SP:Iteration 5F (127379.100000 sec): 3 clusters
  Score: Raw -361955.733923 + Penalty 2751.280596 = -359204.453327
  nChanged 195
		SP:Iteration 6Q (127379.270000 sec): 3 clusters
  Score: Raw -362083.831081 + Penalty 2751.280596 = -359332.550486
  nChanged 174
		SP:Iteration 7Q (127379.450000 sec): 3 clusters
  Score: Raw -362216.649616 + Penalty 2751.280596 = -359465.369020
  nChanged 162
		SP:Iteration 8Q (127379.630000 sec): 3 clusters
  Score: Raw -362310.271198 + Penalty 2751.280596 = -359558.990603
  nChanged 114
		SP:Iteration 9Q (127379.800000 sec): 3 clusters
  Score: Raw -362365.237387 + Penalty 2751.280596 = -359613.956791
  nChanged 79
		SP:Iteration 10Q (127379.980000 sec): 3 clusters
  Score: Raw -362398.915980 + Penalty 2751.280596 = -359647.635384
  nChanged 55
		SP:Iteration 11Q (127380.150000 sec): 3 clusters
  Score: Raw -362420.951722 + Penalty 2751.280596 = -359669.671126
  nChanged 43
		SP:Iteration 12Q (127380.330000 sec): 3 clusters
  Score: Raw -362435.772822 + Penalty 2751.280596 = -359684.492226
  nChanged 33
		SP:Iteration 13Q (127380.510000 sec): 3 clusters
  Score: Raw -362446.208214 + Penalty 2751.280596 = -359694.927618
  nChanged 32
		SP:Iteration 14Q (127380.680000 sec): 3 clusters
  Score: Raw -362455.261034 + Penalty 2751.280596 = -359703.980439
  nChanged 36
		SP:Iteration 15Q (127380.860000 sec): 3 clusters
  Score: Raw -362469.076920 + Penalty 2751.280596 = -359717.796324
  nChanged 40
		SP:Iteration 16Q (127381.030000 sec): 3 clusters
  Score: Raw -362482.911871 + Penalty 2751.280596 = -359731.631275
  nChanged 35
		SP:Iteration 17Q (127381.250000 sec): 3 clusters
  Score: Raw -362493.186421 + Penalty 2751.280596 = -359741.905825
  nChanged 30
		SP:Iteration 18Q (127381.390000 sec): 3 clusters
  Score: Raw -362501.782241 + Penalty 2751.280596 = -359750.501646
  nChanged 27
		SP:Iteration 19Q (127381.620000 sec): 3 clusters
  Score: Raw -362509.896928 + Penalty 2751.280596 = -359758.616333
  nChanged 24
		SP:Iteration 20F (127381.760000 sec): 3 clusters
  Score: Raw -362516.206862 + Penalty 2751.280596 = -359764.926267
  nChanged 22
		SP:Iteration 21Q (127381.990000 sec): 3 clusters
  Score: Raw -362522.813782 + Penalty 2751.280596 = -359771.533186
  nChanged 19
		SP:Iteration 22Q (127382.130000 sec): 3 clusters
  Score: Raw -362527.871826 + Penalty 2751.280596 = -359776.591230
  nChanged 26
		SP:Iteration 23Q (127382.320000 sec): 3 clusters
  Score: Raw -362534.207336 + Penalty 2751.280596 = -359782.926740
  nChanged 20
		SP:Iteration 24Q (127382.500000 sec): 3 clusters
  Score: Raw -362540.110930 + Penalty 2751.280596 = -359788.830335
  nChanged 16
		SP:Iteration 25Q (127382.670000 sec): 3 clusters
  Score: Raw -362542.898678 + Penalty 2751.280596 = -359791.618083
  nChanged 9
		SP:Iteration 26Q (127382.850000 sec): 3 clusters
  Score: Raw -362544.279889 + Penalty 2751.280596 = -359792.999294
  nChanged 4
		SP:Iteration 27Q (127383.020000 sec): 3 clusters
  Score: Raw -362544.974793 + Penalty 2751.280596 = -359793.694197
  nChanged 5
		SP:Iteration 28Q (127383.200000 sec): 3 clusters
  Score: Raw -362545.873630 + Penalty 2751.280596 = -359794.593034
  nChanged 3
		SP:Iteration 29Q (127383.370000 sec): 3 clusters
  Score: Raw -362546.552421 + Penalty 2751.280596 = -359795.271826
  nChanged 5
		SP:Iteration 30Q (127383.550000 sec): 3 clusters
  Score: Raw -362547.774140 + Penalty 2751.280596 = -359796.493545
  nChanged 7
		SP:Iteration 31Q (127383.730000 sec): 3 clusters
  Score: Raw -362549.483015 + Penalty 2751.280596 = -359798.202419
  nChanged 8
		SP:Iteration 32Q (127383.900000 sec): 3 clusters
  Score: Raw -362551.011864 + Penalty 2751.280596 = -359799.731269
  nChanged 8
		SP:Iteration 33Q (127384.070000 sec): 3 clusters
  Score: Raw -362552.641946 + Penalty 2751.280596 = -359801.361351
  nChanged 6
		SP:Iteration 34Q (127384.250000 sec): 3 clusters
  Score: Raw -362554.217425 + Penalty 2751.280596 = -359802.936830
  nChanged 9
		SP:Iteration 35Q (127384.430000 sec): 3 clusters
  Score: Raw -362557.552362 + Penalty 2751.280596 = -359806.271766
  nChanged 8
		SP:Iteration 36Q (127384.600000 sec): 3 clusters
  Score: Raw -362560.148759 + Penalty 2751.280596 = -359808.868163
  nChanged 7
		SP:Iteration 37Q (127384.780000 sec): 3 clusters
  Score: Raw -362562.063837 + Penalty 2751.280596 = -359810.783242
  nChanged 5
		SP:Iteration 38Q (127384.950000 sec): 3 clusters
  Score: Raw -362562.939834 + Penalty 2751.280596 = -359811.659238
  nChanged 3
		SP:Iteration 39Q (127385.130000 sec): 3 clusters
  Score: Raw -362563.289516 + Penalty 2751.280596 = -359812.008920
  nChanged 2
		SP:Iteration 40F (127385.310000 sec): 3 clusters
  Score: Raw -362563.524815 + Penalty 2751.280596 = -359812.244219
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (4387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127385.410000 sec): 2 clusters
  Score: Raw -381890.617110 + Penalty 1362.790146 = -380527.826963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127385.580000 sec): 3 clusters
  Score: Raw -379694.709954 + Penalty 2725.580293 = -376969.129661
  nChanged 1701
		SP:Iteration 1F (127385.760000 sec): 3 clusters
  Score: Raw -380720.549866 + Penalty 2725.580293 = -377994.969573
  nChanged 375
		SP:Iteration 2F (127385.930000 sec): 3 clusters
  Score: Raw -381003.065278 + Penalty 2725.580293 = -378277.484985
  nChanged 310
		SP:Iteration 3F (127386.110000 sec): 3 clusters
  Score: Raw -381269.904629 + Penalty 2725.580293 = -378544.324336
  nChanged 266
		SP:Iteration 4F (127386.290000 sec): 3 clusters
  Score: Raw -381492.124204 + Penalty 2725.580293 = -378766.543911
  nChanged 248
		SP:Iteration 5F (127386.460000 sec): 3 clusters
  Score: Raw -381710.343155 + Penalty 2725.580293 = -378984.762863
  nChanged 233
		SP:Iteration 6F (127386.640000 sec): 3 clusters
  Score: Raw -381935.236656 + Penalty 2725.580293 = -379209.656363
  nChanged 221
		SP:Iteration 7F (127386.810000 sec): 3 clusters
  Score: Raw -382141.467458 + Penalty 2725.580293 = -379415.887165
  nChanged 191
		SP:Iteration 8Q (127386.990000 sec): 3 clusters
  Score: Raw -382315.523497 + Penalty 2725.580293 = -379589.943204
  nChanged 164
		SP:Iteration 9Q (127387.170000 sec): 3 clusters
  Score: Raw -382451.195788 + Penalty 2725.580293 = -379725.615495
  nChanged 132
		SP:Iteration 10Q (127387.340000 sec): 3 clusters
  Score: Raw -382545.705896 + Penalty 2725.580293 = -379820.125603
  nChanged 101
		SP:Iteration 11Q (127387.510000 sec): 3 clusters
  Score: Raw -382601.245239 + Penalty 2725.580293 = -379875.664946
  nChanged 70
		SP:Iteration 12Q (127387.640000 sec): 3 clusters
  Score: Raw -382639.866751 + Penalty 2725.580293 = -379914.286458
  nChanged 59
		SP:Iteration 13Q (127387.730000 sec): 3 clusters
  Score: Raw -382666.706086 + Penalty 2725.580293 = -379941.125793
  nChanged 35
		SP:Iteration 14Q (127387.810000 sec): 3 clusters
  Score: Raw -382682.794913 + Penalty 2725.580293 = -379957.214620
  nChanged 24
		SP:Iteration 15Q (127387.900000 sec): 3 clusters
  Score: Raw -382691.988653 + Penalty 2725.580293 = -379966.408360
  nChanged 15
		SP:Iteration 16Q (127387.980000 sec): 3 clusters
  Score: Raw -382697.622534 + Penalty 2725.580293 = -379972.042241
  nChanged 11
		SP:Iteration 17Q (127388.070000 sec): 3 clusters
  Score: Raw -382701.413570 + Penalty 2725.580293 = -379975.833277
  nChanged 9
		SP:Iteration 18Q (127388.150000 sec): 3 clusters
  Score: Raw -382703.961188 + Penalty 2725.580293 = -379978.380895
  nChanged 12
		SP:Iteration 19Q (127388.240000 sec): 3 clusters
  Score: Raw -382706.452637 + Penalty 2725.580293 = -379980.872345
  nChanged 15
		SP:Iteration 20F (127388.320000 sec): 3 clusters
  Score: Raw -382710.195924 + Penalty 2725.580293 = -379984.615631
  nChanged 12
		SP:Iteration 21Q (127388.450000 sec): 3 clusters
  Score: Raw -382712.324378 + Penalty 2725.580293 = -379986.744085
  nChanged 6
		SP:Iteration 22Q (127388.530000 sec): 3 clusters
  Score: Raw -382713.837467 + Penalty 2725.580293 = -379988.257174
  nChanged 4
		SP:Iteration 23Q (127388.620000 sec): 3 clusters
  Score: Raw -382714.809990 + Penalty 2725.580293 = -379989.229697
  nChanged 4
		SP:Iteration 24Q (127388.700000 sec): 3 clusters
  Score: Raw -382715.758083 + Penalty 2725.580293 = -379990.177790
  nChanged 2
		SP:Iteration 25Q (127388.790000 sec): 3 clusters
  Score: Raw -382716.273747 + Penalty 2725.580293 = -379990.693454
  nChanged 1
		SP:Iteration 26Q (127388.870000 sec): 3 clusters
  Score: Raw -382716.382837 + Penalty 2725.580293 = -379990.802544
  nChanged 0
		SP:Iteration 27F (127388.960000 sec): 3 clusters
  Score: Raw -382716.382837 + Penalty 2725.580293 = -379990.802544
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (7051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127389.050000 sec): 2 clusters
  Score: Raw -612904.175208 + Penalty 1439.900269 = -611464.274940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127389.270000 sec): 3 clusters
  Score: Raw -609072.327221 + Penalty 2879.800537 = -606192.526683
  nChanged 2974
		SP:Iteration 1F (127389.470000 sec): 3 clusters
  Score: Raw -610634.837435 + Penalty 2879.800537 = -607755.036898
  nChanged 436
		SP:Iteration 2F (127389.680000 sec): 3 clusters
  Score: Raw -610847.889853 + Penalty 2879.800537 = -607968.089316
  nChanged 352
		SP:Iteration 3Q (127389.880000 sec): 3 clusters
  Score: Raw -611006.984392 + Penalty 2879.800537 = -608127.183855
  nChanged 307
		SP:Iteration 4Q (127390.090000 sec): 3 clusters
  Score: Raw -611141.142997 + Penalty 2879.800537 = -608261.342460
  nChanged 281
		SP:Iteration 5Q (127390.290000 sec): 3 clusters
  Score: Raw -611273.706859 + Penalty 2879.800537 = -608393.906322
  nChanged 292
		SP:Iteration 6Q (127390.490000 sec): 3 clusters
  Score: Raw -611393.239971 + Penalty 2879.800537 = -608513.439434
  nChanged 235
		SP:Iteration 7Q (127390.700000 sec): 3 clusters
  Score: Raw -611493.812330 + Penalty 2879.800537 = -608614.011792
  nChanged 220
		SP:Iteration 8Q (127390.900000 sec): 3 clusters
  Score: Raw -611597.515606 + Penalty 2879.800537 = -608717.715069
  nChanged 207
		SP:Iteration 9Q (127391.110000 sec): 3 clusters
  Score: Raw -611678.040546 + Penalty 2879.800537 = -608798.240009
  nChanged 181
		SP:Iteration 10Q (127391.310000 sec): 3 clusters
  Score: Raw -611746.946999 + Penalty 2879.800537 = -608867.146462
  nChanged 173
		SP:Iteration 11Q (127391.510000 sec): 3 clusters
  Score: Raw -611819.587963 + Penalty 2879.800537 = -608939.787426
  nChanged 173
		SP:Iteration 12Q (127391.720000 sec): 3 clusters
  Score: Raw -611903.088422 + Penalty 2879.800537 = -609023.287885
  nChanged 180
		SP:Iteration 13Q (127391.920000 sec): 3 clusters
  Score: Raw -611973.106511 + Penalty 2879.800537 = -609093.305974
  nChanged 150
		SP:Iteration 14Q (127392.130000 sec): 3 clusters
  Score: Raw -612027.541672 + Penalty 2879.800537 = -609147.741135
  nChanged 132
		SP:Iteration 15Q (127392.330000 sec): 3 clusters
  Score: Raw -612071.907002 + Penalty 2879.800537 = -609192.106465
  nChanged 125
		SP:Iteration 16Q (127392.530000 sec): 3 clusters
  Score: Raw -612109.950999 + Penalty 2879.800537 = -609230.150462
  nChanged 113
		SP:Iteration 17Q (127392.740000 sec): 3 clusters
  Score: Raw -612147.869697 + Penalty 2879.800537 = -609268.069160
  nChanged 105
		SP:Iteration 18Q (127392.940000 sec): 3 clusters
  Score: Raw -612186.710063 + Penalty 2879.800537 = -609306.909526
  nChanged 106
		SP:Iteration 19Q (127393.140000 sec): 3 clusters
  Score: Raw -612224.440159 + Penalty 2879.800537 = -609344.639622
  nChanged 114
		SP:Iteration 20F (127393.350000 sec): 3 clusters
  Score: Raw -612277.395597 + Penalty 2879.800537 = -609397.595060
  nChanged 141
		SP:Iteration 21Q (127393.550000 sec): 3 clusters
  Score: Raw -612348.237804 + Penalty 2879.800537 = -609468.437267
  nChanged 154
		SP:Iteration 22Q (127393.750000 sec): 3 clusters
  Score: Raw -612439.900984 + Penalty 2879.800537 = -609560.100447
  nChanged 165
		SP:Iteration 23Q (127393.950000 sec): 3 clusters
  Score: Raw -612525.128960 + Penalty 2879.800537 = -609645.328422
  nChanged 147
		SP:Iteration 24Q (127394.160000 sec): 3 clusters
  Score: Raw -612604.124392 + Penalty 2879.800537 = -609724.323855
  nChanged 140
		SP:Iteration 25Q (127394.350000 sec): 3 clusters
  Score: Raw -612676.545039 + Penalty 2879.800537 = -609796.744502
  nChanged 121
		SP:Iteration 26Q (127394.470000 sec): 3 clusters
  Score: Raw -612735.213079 + Penalty 2879.800537 = -609855.412541
  nChanged 115
		SP:Iteration 27Q (127394.590000 sec): 3 clusters
  Score: Raw -612795.443237 + Penalty 2879.800537 = -609915.642700
  nChanged 114
		SP:Iteration 28Q (127394.710000 sec): 3 clusters
  Score: Raw -612856.795032 + Penalty 2879.800537 = -609976.994495
  nChanged 114
		SP:Iteration 29Q (127394.830000 sec): 3 clusters
  Score: Raw -612917.315170 + Penalty 2879.800537 = -610037.514633
  nChanged 105
		SP:Iteration 30Q (127394.950000 sec): 3 clusters
  Score: Raw -612967.372495 + Penalty 2879.800537 = -610087.571958
  nChanged 103
		SP:Iteration 31Q (127395.080000 sec): 3 clusters
  Score: Raw -613025.399429 + Penalty 2879.800537 = -610145.598892
  nChanged 110
		SP:Iteration 32Q (127395.200000 sec): 3 clusters
  Score: Raw -613085.631682 + Penalty 2879.800537 = -610205.831144
  nChanged 96
		SP:Iteration 33Q (127395.320000 sec): 3 clusters
  Score: Raw -613133.579832 + Penalty 2879.800537 = -610253.779295
  nChanged 84
		SP:Iteration 34Q (127395.440000 sec): 3 clusters
  Score: Raw -613182.987834 + Penalty 2879.800537 = -610303.187296
  nChanged 88
		SP:Iteration 35Q (127395.640000 sec): 3 clusters
  Score: Raw -613228.986135 + Penalty 2879.800537 = -610349.185598
  nChanged 82
		SP:Iteration 36Q (127395.850000 sec): 3 clusters
  Score: Raw -613257.490531 + Penalty 2879.800537 = -610377.689993
  nChanged 67
		SP:Iteration 37Q (127396.050000 sec): 3 clusters
  Score: Raw -613279.336383 + Penalty 2879.800537 = -610399.535846
  nChanged 59
		SP:Iteration 38Q (127396.260000 sec): 3 clusters
  Score: Raw -613303.062754 + Penalty 2879.800537 = -610423.262217
  nChanged 57
		SP:Iteration 39Q (127396.470000 sec): 3 clusters
  Score: Raw -613319.659925 + Penalty 2879.800537 = -610439.859388
  nChanged 35
		SP:Iteration 40F (127396.680000 sec): 3 clusters
  Score: Raw -613334.331591 + Penalty 2879.800537 = -610454.531054
  nChanged 40
		SP:Iteration 41Q (127396.890000 sec): 3 clusters
  Score: Raw -613348.739788 + Penalty 2879.800537 = -610468.939251
  nChanged 40
		SP:Iteration 42Q (127397.100000 sec): 3 clusters
  Score: Raw -613364.458466 + Penalty 2879.800537 = -610484.657929
  nChanged 46
		SP:Iteration 43Q (127397.300000 sec): 3 clusters
  Score: Raw -613384.155111 + Penalty 2879.800537 = -610504.354574
  nChanged 58
		SP:Iteration 44Q (127397.510000 sec): 3 clusters
  Score: Raw -613406.046238 + Penalty 2879.800537 = -610526.245700
  nChanged 52
		SP:Iteration 45Q (127397.720000 sec): 3 clusters
  Score: Raw -613429.950339 + Penalty 2879.800537 = -610550.149802
  nChanged 59
		SP:Iteration 46Q (127397.920000 sec): 3 clusters
  Score: Raw -613455.033100 + Penalty 2879.800537 = -610575.232562
  nChanged 56
		SP:Iteration 47Q (127398.130000 sec): 3 clusters
  Score: Raw -613483.623732 + Penalty 2879.800537 = -610603.823195
  nChanged 74
		SP:Iteration 48Q (127398.340000 sec): 3 clusters
  Score: Raw -613535.881351 + Penalty 2879.800537 = -610656.080814
  nChanged 94
		SP:Iteration 49Q (127398.540000 sec): 3 clusters
  Score: Raw -613599.613253 + Penalty 2879.800537 = -610719.812716
  nChanged 108
		SP:Iteration 50Q (127398.750000 sec): 3 clusters
  Score: Raw -613675.060361 + Penalty 2879.800537 = -610795.259824
  nChanged 115
		SP:Iteration 51Q (127398.960000 sec): 3 clusters
  Score: Raw -613762.931767 + Penalty 2879.800537 = -610883.131230
  nChanged 111
		SP:Iteration 52Q (127399.160000 sec): 3 clusters
  Score: Raw -613837.843329 + Penalty 2879.800537 = -610958.042792
  nChanged 104
		SP:Iteration 53Q (127399.370000 sec): 3 clusters
  Score: Raw -613896.666662 + Penalty 2879.800537 = -611016.866125
  nChanged 91
		SP:Iteration 54Q (127399.580000 sec): 3 clusters
  Score: Raw -613943.329592 + Penalty 2879.800537 = -611063.529055
  nChanged 73
		SP:Iteration 55Q (127399.780000 sec): 3 clusters
  Score: Raw -613969.616216 + Penalty 2879.800537 = -611089.815679
  nChanged 52
		SP:Iteration 56Q (127399.990000 sec): 3 clusters
  Score: Raw -613984.158137 + Penalty 2879.800537 = -611104.357600
  nChanged 34
		SP:Iteration 57Q (127400.200000 sec): 3 clusters
  Score: Raw -613994.246175 + Penalty 2879.800537 = -611114.445638
  nChanged 37
		SP:Iteration 58Q (127400.400000 sec): 3 clusters
  Score: Raw -614005.567822 + Penalty 2879.800537 = -611125.767285
  nChanged 35
		SP:Iteration 59Q (127400.610000 sec): 3 clusters
  Score: Raw -614013.511252 + Penalty 2879.800537 = -611133.710715
  nChanged 18
		SP:Iteration 60F (127400.820000 sec): 3 clusters
  Score: Raw -614019.014309 + Penalty 2879.800537 = -611139.213772
  nChanged 14
		SP:Iteration 61Q (127401.020000 sec): 3 clusters
  Score: Raw -614022.742204 + Penalty 2879.800537 = -611142.941667
  nChanged 12
		SP:Iteration 62Q (127401.230000 sec): 3 clusters
  Score: Raw -614025.254065 + Penalty 2879.800537 = -611145.453528
  nChanged 9
		SP:Iteration 63Q (127401.440000 sec): 3 clusters
  Score: Raw -614027.360254 + Penalty 2879.800537 = -611147.559717
  nChanged 12
		SP:Iteration 64Q (127401.650000 sec): 3 clusters
  Score: Raw -614029.286875 + Penalty 2879.800537 = -611149.486337
  nChanged 7
		SP:Iteration 65Q (127401.850000 sec): 3 clusters
  Score: Raw -614030.368050 + Penalty 2879.800537 = -611150.567513
  nChanged 9
		SP:Iteration 66Q (127402.060000 sec): 3 clusters
  Score: Raw -614031.711223 + Penalty 2879.800537 = -611151.910686
  nChanged 4
		SP:Iteration 67Q (127402.270000 sec): 3 clusters
  Score: Raw -614032.334970 + Penalty 2879.800537 = -611152.534433
  nChanged 2
		SP:Iteration 68Q (127402.480000 sec): 3 clusters
  Score: Raw -614032.470724 + Penalty 2879.800537 = -611152.670187
  nChanged 1
		SP:Iteration 69Q (127402.680000 sec): 3 clusters
  Score: Raw -614032.602110 + Penalty 2879.800537 = -611152.801573
  nChanged 1
		SP:Iteration 70Q (127402.890000 sec): 3 clusters
  Score: Raw -614032.862982 + Penalty 2879.800537 = -611153.062445
  nChanged 2
		SP:Iteration 71Q (127403.100000 sec): 3 clusters
  Score: Raw -614033.203900 + Penalty 2879.800537 = -611153.403363
  nChanged 2
		SP:Iteration 72Q (127403.310000 sec): 3 clusters
  Score: Raw -614033.359168 + Penalty 2879.800537 = -611153.558631
  nChanged 0
		SP:Iteration 73F (127403.510000 sec): 3 clusters
  Score: Raw -614033.359168 + Penalty 2879.800537 = -611153.558631
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127403.610000 sec): 2 clusters
  Score: Raw -931018.146928 + Penalty 1501.215190 = -929516.931738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127403.870000 sec): 3 clusters
  Score: Raw -925259.409609 + Penalty 3002.430381 = -922256.979228
  nChanged 4415
		SP:Iteration 1F (127404.090000 sec): 3 clusters
  Score: Raw -928066.531305 + Penalty 3002.430381 = -925064.100924
  nChanged 866
		SP:Iteration 2F (127404.360000 sec): 3 clusters
  Score: Raw -928632.529095 + Penalty 3002.430381 = -925630.098714
  nChanged 730
		SP:Iteration 3F (127404.580000 sec): 3 clusters
  Score: Raw -929080.425208 + Penalty 3002.430381 = -926077.994827
  nChanged 590
		SP:Iteration 4F (127404.800000 sec): 3 clusters
  Score: Raw -929398.787024 + Penalty 3002.430381 = -926396.356644
  nChanged 483
		SP:Iteration 5Q (127405.070000 sec): 3 clusters
  Score: Raw -929594.480575 + Penalty 3002.430381 = -926592.050195
  nChanged 349
		SP:Iteration 6Q (127405.290000 sec): 3 clusters
  Score: Raw -929725.108026 + Penalty 3002.430381 = -926722.677645
  nChanged 280
		SP:Iteration 7Q (127405.520000 sec): 3 clusters
  Score: Raw -929822.325727 + Penalty 3002.430381 = -926819.895347
  nChanged 244
		SP:Iteration 8Q (127405.750000 sec): 3 clusters
  Score: Raw -929892.201217 + Penalty 3002.430381 = -926889.770837
  nChanged 183
		SP:Iteration 9Q (127406.020000 sec): 3 clusters
  Score: Raw -929938.999359 + Penalty 3002.430381 = -926936.568978
  nChanged 143
		SP:Iteration 10Q (127406.250000 sec): 3 clusters
  Score: Raw -929971.331418 + Penalty 3002.430381 = -926968.901037
  nChanged 138
		SP:Iteration 11Q (127406.470000 sec): 3 clusters
  Score: Raw -930000.625339 + Penalty 3002.430381 = -926998.194958
  nChanged 118
		SP:Iteration 12Q (127406.690000 sec): 3 clusters
  Score: Raw -930030.036047 + Penalty 3002.430381 = -927027.605666
  nChanged 124
		SP:Iteration 13Q (127406.920000 sec): 3 clusters
  Score: Raw -930061.164054 + Penalty 3002.430381 = -927058.733673
  nChanged 105
		SP:Iteration 14Q (127407.140000 sec): 3 clusters
  Score: Raw -930080.780800 + Penalty 3002.430381 = -927078.350419
  nChanged 82
		SP:Iteration 15Q (127407.360000 sec): 3 clusters
  Score: Raw -930095.824307 + Penalty 3002.430381 = -927093.393926
  nChanged 78
		SP:Iteration 16Q (127407.590000 sec): 3 clusters
  Score: Raw -930108.829735 + Penalty 3002.430381 = -927106.399354
  nChanged 76
		SP:Iteration 17Q (127407.810000 sec): 3 clusters
  Score: Raw -930120.436273 + Penalty 3002.430381 = -927118.005893
  nChanged 65
		SP:Iteration 18Q (127408.030000 sec): 3 clusters
  Score: Raw -930129.538590 + Penalty 3002.430381 = -927127.108209
  nChanged 42
		SP:Iteration 19Q (127408.260000 sec): 3 clusters
  Score: Raw -930134.998705 + Penalty 3002.430381 = -927132.568324
  nChanged 40
		SP:Iteration 20F (127408.530000 sec): 3 clusters
  Score: Raw -930139.098427 + Penalty 3002.430381 = -927136.668047
  nChanged 38
		SP:Iteration 21Q (127408.750000 sec): 3 clusters
  Score: Raw -930144.928639 + Penalty 3002.430381 = -927142.498258
  nChanged 45
		SP:Iteration 22Q (127409.020000 sec): 3 clusters
  Score: Raw -930154.178896 + Penalty 3002.430381 = -927151.748515
  nChanged 68
		SP:Iteration 23Q (127409.240000 sec): 3 clusters
  Score: Raw -930166.083056 + Penalty 3002.430381 = -927163.652675
  nChanged 62
		SP:Iteration 24Q (127409.470000 sec): 3 clusters
  Score: Raw -930176.589612 + Penalty 3002.430381 = -927174.159231
  nChanged 48
		SP:Iteration 25Q (127409.690000 sec): 3 clusters
  Score: Raw -930184.766315 + Penalty 3002.430381 = -927182.335934
  nChanged 61
		SP:Iteration 26Q (127409.920000 sec): 3 clusters
  Score: Raw -930194.700935 + Penalty 3002.430381 = -927192.270555
  nChanged 54
		SP:Iteration 27Q (127410.150000 sec): 3 clusters
  Score: Raw -930201.750631 + Penalty 3002.430381 = -927199.320250
  nChanged 37
		SP:Iteration 28Q (127410.380000 sec): 3 clusters
  Score: Raw -930209.084946 + Penalty 3002.430381 = -927206.654565
  nChanged 42
		SP:Iteration 29Q (127410.600000 sec): 3 clusters
  Score: Raw -930216.839897 + Penalty 3002.430381 = -927214.409516
  nChanged 53
		SP:Iteration 30Q (127410.830000 sec): 3 clusters
  Score: Raw -930225.885632 + Penalty 3002.430381 = -927223.455251
  nChanged 58
		SP:Iteration 31Q (127411.060000 sec): 3 clusters
  Score: Raw -930238.516501 + Penalty 3002.430381 = -927236.086120
  nChanged 63
		SP:Iteration 32Q (127411.290000 sec): 3 clusters
  Score: Raw -930248.979125 + Penalty 3002.430381 = -927246.548744
  nChanged 56
		SP:Iteration 33Q (127411.510000 sec): 3 clusters
  Score: Raw -930258.210254 + Penalty 3002.430381 = -927255.779873
  nChanged 58
		SP:Iteration 34Q (127411.740000 sec): 3 clusters
  Score: Raw -930269.498773 + Penalty 3002.430381 = -927267.068392
  nChanged 58
		SP:Iteration 35Q (127411.970000 sec): 3 clusters
  Score: Raw -930282.399358 + Penalty 3002.430381 = -927279.968977
  nChanged 73
		SP:Iteration 36Q (127412.200000 sec): 3 clusters
  Score: Raw -930299.376017 + Penalty 3002.430381 = -927296.945636
  nChanged 84
		SP:Iteration 37Q (127412.470000 sec): 3 clusters
  Score: Raw -930320.080981 + Penalty 3002.430381 = -927317.650600
  nChanged 97
		SP:Iteration 38Q (127412.700000 sec): 3 clusters
  Score: Raw -930341.934672 + Penalty 3002.430381 = -927339.504292
  nChanged 78
		SP:Iteration 39Q (127412.890000 sec): 3 clusters
  Score: Raw -930364.036955 + Penalty 3002.430381 = -927361.606574
  nChanged 88
		SP:Iteration 40F (127413.060000 sec): 3 clusters
  Score: Raw -930386.669415 + Penalty 3002.430381 = -927384.239034
  nChanged 100
		SP:Iteration 41Q (127413.230000 sec): 3 clusters
  Score: Raw -930409.211057 + Penalty 3002.430381 = -927406.780676
  nChanged 89
		SP:Iteration 42Q (127413.450000 sec): 3 clusters
  Score: Raw -930432.312595 + Penalty 3002.430381 = -927429.882215
  nChanged 108
		SP:Iteration 43Q (127413.630000 sec): 3 clusters
  Score: Raw -930467.481179 + Penalty 3002.430381 = -927465.050798
  nChanged 110
		SP:Iteration 44Q (127413.870000 sec): 3 clusters
  Score: Raw -930503.122511 + Penalty 3002.430381 = -927500.692130
  nChanged 115
		SP:Iteration 45Q (127414.090000 sec): 3 clusters
  Score: Raw -930537.632994 + Penalty 3002.430381 = -927535.202613
  nChanged 110
		SP:Iteration 46Q (127414.320000 sec): 3 clusters
  Score: Raw -930570.874607 + Penalty 3002.430381 = -927568.444227
  nChanged 134
		SP:Iteration 47Q (127414.470000 sec): 3 clusters
  Score: Raw -930620.436675 + Penalty 3002.430381 = -927618.006295
  nChanged 154
		SP:Iteration 48Q (127414.630000 sec): 3 clusters
  Score: Raw -930690.542475 + Penalty 3002.430381 = -927688.112094
  nChanged 166
		SP:Iteration 49Q (127414.880000 sec): 3 clusters
  Score: Raw -930767.183966 + Penalty 3002.430381 = -927764.753585
  nChanged 172
		SP:Iteration 50Q (127415.100000 sec): 3 clusters
  Score: Raw -930854.049288 + Penalty 3002.430381 = -927851.618907
  nChanged 151
		SP:Iteration 51Q (127415.320000 sec): 3 clusters
  Score: Raw -930917.654325 + Penalty 3002.430381 = -927915.223945
  nChanged 137
		SP:Iteration 52Q (127415.470000 sec): 3 clusters
  Score: Raw -930972.961912 + Penalty 3002.430381 = -927970.531532
  nChanged 116
		SP:Iteration 53Q (127415.610000 sec): 3 clusters
  Score: Raw -931013.215772 + Penalty 3002.430381 = -928010.785391
  nChanged 103
		SP:Iteration 54Q (127415.890000 sec): 3 clusters
  Score: Raw -931051.421684 + Penalty 3002.430381 = -928048.991303
  nChanged 92
		SP:Iteration 55Q (127416.120000 sec): 3 clusters
  Score: Raw -931088.214235 + Penalty 3002.430381 = -928085.783854
  nChanged 88
		SP:Iteration 56Q (127416.340000 sec): 3 clusters
  Score: Raw -931123.287039 + Penalty 3002.430381 = -928120.856659
  nChanged 73
		SP:Iteration 57Q (127416.560000 sec): 3 clusters
  Score: Raw -931145.371434 + Penalty 3002.430381 = -928142.941053
  nChanged 55
		SP:Iteration 58Q (127416.820000 sec): 3 clusters
  Score: Raw -931161.718354 + Penalty 3002.430381 = -928159.287973
  nChanged 57
		SP:Iteration 59Q (127416.950000 sec): 3 clusters
  Score: Raw -931178.929103 + Penalty 3002.430381 = -928176.498723
  nChanged 49
		SP:Iteration 60F (127417.190000 sec): 3 clusters
  Score: Raw -931195.243494 + Penalty 3002.430381 = -928192.813113
  nChanged 46
		SP:Iteration 61Q (127417.410000 sec): 3 clusters
  Score: Raw -931209.607654 + Penalty 3002.430381 = -928207.177273
  nChanged 45
		SP:Iteration 62Q (127417.640000 sec): 3 clusters
  Score: Raw -931225.487017 + Penalty 3002.430381 = -928223.056636
  nChanged 42
		SP:Iteration 63Q (127417.860000 sec): 3 clusters
  Score: Raw -931241.077892 + Penalty 3002.430381 = -928238.647512
  nChanged 52
		SP:Iteration 64Q (127418.080000 sec): 3 clusters
  Score: Raw -931257.509101 + Penalty 3002.430381 = -928255.078721
  nChanged 44
		SP:Iteration 65Q (127418.300000 sec): 3 clusters
  Score: Raw -931272.718061 + Penalty 3002.430381 = -928270.287681
  nChanged 54
		SP:Iteration 66Q (127418.520000 sec): 3 clusters
  Score: Raw -931293.078147 + Penalty 3002.430381 = -928290.647766
  nChanged 54
		SP:Iteration 67Q (127418.740000 sec): 3 clusters
  Score: Raw -931310.447274 + Penalty 3002.430381 = -928308.016893
  nChanged 54
		SP:Iteration 68Q (127418.960000 sec): 3 clusters
  Score: Raw -931330.139399 + Penalty 3002.430381 = -928327.709019
  nChanged 51
		SP:Iteration 69Q (127419.190000 sec): 3 clusters
  Score: Raw -931347.388780 + Penalty 3002.430381 = -928344.958400
  nChanged 30
		SP:Iteration 70Q (127419.410000 sec): 3 clusters
  Score: Raw -931357.210592 + Penalty 3002.430381 = -928354.780211
  nChanged 27
		SP:Iteration 71Q (127419.640000 sec): 3 clusters
  Score: Raw -931365.857986 + Penalty 3002.430381 = -928363.427605
  nChanged 28
		SP:Iteration 72Q (127419.860000 sec): 3 clusters
  Score: Raw -931373.297716 + Penalty 3002.430381 = -928370.867335
  nChanged 23
		SP:Iteration 73Q (127420.080000 sec): 3 clusters
  Score: Raw -931379.925820 + Penalty 3002.430381 = -928377.495440
  nChanged 21
		SP:Iteration 74Q (127420.310000 sec): 3 clusters
  Score: Raw -931384.860559 + Penalty 3002.430381 = -928382.430178
  nChanged 15
		SP:Iteration 75Q (127420.530000 sec): 3 clusters
  Score: Raw -931388.433942 + Penalty 3002.430381 = -928386.003561
  nChanged 9
		SP:Iteration 76Q (127420.760000 sec): 3 clusters
  Score: Raw -931391.659142 + Penalty 3002.430381 = -928389.228761
  nChanged 12
		SP:Iteration 77Q (127420.980000 sec): 3 clusters
  Score: Raw -931395.435130 + Penalty 3002.430381 = -928393.004749
  nChanged 13
		SP:Iteration 78Q (127421.180000 sec): 3 clusters
  Score: Raw -931398.951727 + Penalty 3002.430381 = -928396.521347
  nChanged 8
		SP:Iteration 79Q (127421.320000 sec): 3 clusters
  Score: Raw -931400.256941 + Penalty 3002.430381 = -928397.826561
  nChanged 5
		SP:Iteration 80F (127421.630000 sec): 3 clusters
  Score: Raw -931402.086888 + Penalty 3002.430381 = -928399.656507
  nChanged 4
		SP:Iteration 81Q (127421.820000 sec): 3 clusters
  Score: Raw -931403.216069 + Penalty 3002.430381 = -928400.785689
  nChanged 4
		SP:Iteration 82Q (127422.040000 sec): 3 clusters
  Score: Raw -931403.628432 + Penalty 3002.430381 = -928401.198052
  nChanged 1
		SP:Iteration 83Q (127422.260000 sec): 3 clusters
  Score: Raw -931403.762222 + Penalty 3002.430381 = -928401.331841
  nChanged 1
		SP:Iteration 84Q (127422.480000 sec): 3 clusters
  Score: Raw -931404.173401 + Penalty 3002.430381 = -928401.743020
  nChanged 2
		SP:Iteration 85Q (127422.700000 sec): 3 clusters
  Score: Raw -931404.568825 + Penalty 3002.430381 = -928402.138445
  nChanged 0
		SP:Iteration 86F (127422.920000 sec): 3 clusters
  Score: Raw -931404.568825 + Penalty 3002.430381 = -928402.138445
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (6926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127423.020000 sec): 2 clusters
  Score: Raw -692026.298409 + Penalty 1436.993630 = -690589.304779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127423.230000 sec): 3 clusters
  Score: Raw -688319.236991 + Penalty 2873.987261 = -685445.249731
  nChanged 2872
		SP:Iteration 1F (127423.440000 sec): 3 clusters
  Score: Raw -689939.224060 + Penalty 2873.987261 = -687065.236800
  nChanged 441
		SP:Iteration 2F (127423.640000 sec): 3 clusters
  Score: Raw -690142.891036 + Penalty 2873.987261 = -687268.903775
  nChanged 332
		SP:Iteration 3Q (127423.850000 sec): 3 clusters
  Score: Raw -690281.248864 + Penalty 2873.987261 = -687407.261604
  nChanged 259
		SP:Iteration 4Q (127424.050000 sec): 3 clusters
  Score: Raw -690389.337524 + Penalty 2873.987261 = -687515.350263
  nChanged 246
		SP:Iteration 5Q (127424.260000 sec): 3 clusters
  Score: Raw -690495.351624 + Penalty 2873.987261 = -687621.364363
  nChanged 246
		SP:Iteration 6Q (127424.460000 sec): 3 clusters
  Score: Raw -690604.298091 + Penalty 2873.987261 = -687730.310831
  nChanged 265
		SP:Iteration 7Q (127424.670000 sec): 3 clusters
  Score: Raw -690735.025401 + Penalty 2873.987261 = -687861.038140
  nChanged 264
		SP:Iteration 8Q (127424.870000 sec): 3 clusters
  Score: Raw -690885.269201 + Penalty 2873.987261 = -688011.281941
  nChanged 254
		SP:Iteration 9Q (127425.080000 sec): 3 clusters
  Score: Raw -691036.797054 + Penalty 2873.987261 = -688162.809793
  nChanged 245
		SP:Iteration 10Q (127425.280000 sec): 3 clusters
  Score: Raw -691198.502667 + Penalty 2873.987261 = -688324.515406
  nChanged 247
		SP:Iteration 11Q (127425.490000 sec): 3 clusters
  Score: Raw -691374.052275 + Penalty 2873.987261 = -688500.065014
  nChanged 244
		SP:Iteration 12Q (127425.690000 sec): 3 clusters
  Score: Raw -691552.154124 + Penalty 2873.987261 = -688678.166863
  nChanged 223
		SP:Iteration 13Q (127425.900000 sec): 3 clusters
  Score: Raw -691764.923141 + Penalty 2873.987261 = -688890.935880
  nChanged 196
		SP:Iteration 14Q (127426.100000 sec): 3 clusters
  Score: Raw -691944.502894 + Penalty 2873.987261 = -689070.515634
  nChanged 133
		SP:Iteration 15Q (127426.310000 sec): 3 clusters
  Score: Raw -692051.923089 + Penalty 2873.987261 = -689177.935828
  nChanged 71
		SP:Iteration 16Q (127426.520000 sec): 3 clusters
  Score: Raw -692105.043751 + Penalty 2873.987261 = -689231.056490
  nChanged 57
		SP:Iteration 17Q (127426.720000 sec): 3 clusters
  Score: Raw -692152.430245 + Penalty 2873.987261 = -689278.442984
  nChanged 37
		SP:Iteration 18Q (127426.960000 sec): 3 clusters
  Score: Raw -692182.853561 + Penalty 2873.987261 = -689308.866300
  nChanged 25
		SP:Iteration 19Q (127427.130000 sec): 3 clusters
  Score: Raw -692199.616988 + Penalty 2873.987261 = -689325.629728
  nChanged 11
		SP:Iteration 20F (127427.340000 sec): 3 clusters
  Score: Raw -692207.669679 + Penalty 2873.987261 = -689333.682419
  nChanged 11
		SP:Iteration 21Q (127427.540000 sec): 3 clusters
  Score: Raw -692217.005725 + Penalty 2873.987261 = -689343.018464
  nChanged 7
		SP:Iteration 22Q (127427.750000 sec): 3 clusters
  Score: Raw -692221.710199 + Penalty 2873.987261 = -689347.722938
  nChanged 4
		SP:Iteration 23Q (127427.960000 sec): 3 clusters
  Score: Raw -692225.099427 + Penalty 2873.987261 = -689351.112166
  nChanged 5
		SP:Iteration 24Q (127428.160000 sec): 3 clusters
  Score: Raw -692228.680555 + Penalty 2873.987261 = -689354.693294
  nChanged 4
		SP:Iteration 25Q (127428.370000 sec): 3 clusters
  Score: Raw -692231.933908 + Penalty 2873.987261 = -689357.946647
  nChanged 0
		SP:Iteration 26F (127428.570000 sec): 3 clusters
  Score: Raw -692231.933908 + Penalty 2873.987261 = -689357.946647
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (4266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127428.660000 sec): 2 clusters
  Score: Raw -366859.959715 + Penalty 1358.245184 = -365501.714531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127428.840000 sec): 3 clusters
  Score: Raw -364724.491517 + Penalty 2716.490367 = -362008.001150
  nChanged 1688
		SP:Iteration 1F (127429.020000 sec): 3 clusters
  Score: Raw -365930.898589 + Penalty 2716.490367 = -363214.408222
  nChanged 438
		SP:Iteration 2F (127429.190000 sec): 3 clusters
  Score: Raw -366398.234318 + Penalty 2716.490367 = -363681.743951
  nChanged 345
		SP:Iteration 3F (127429.370000 sec): 3 clusters
  Score: Raw -366735.565277 + Penalty 2716.490367 = -364019.074910
  nChanged 277
		SP:Iteration 4F (127429.560000 sec): 3 clusters
  Score: Raw -366963.923829 + Penalty 2716.490367 = -364247.433462
  nChanged 202
		SP:Iteration 5Q (127429.730000 sec): 3 clusters
  Score: Raw -367154.613391 + Penalty 2716.490367 = -364438.123024
  nChanged 197
		SP:Iteration 6Q (127429.910000 sec): 3 clusters
  Score: Raw -367316.730896 + Penalty 2716.490367 = -364600.240529
  nChanged 141
		SP:Iteration 7Q (127430.080000 sec): 3 clusters
  Score: Raw -367422.208206 + Penalty 2716.490367 = -364705.717839
  nChanged 114
		SP:Iteration 8Q (127430.260000 sec): 3 clusters
  Score: Raw -367491.981285 + Penalty 2716.490367 = -364775.490918
  nChanged 90
		SP:Iteration 9Q (127430.440000 sec): 3 clusters
  Score: Raw -367528.777530 + Penalty 2716.490367 = -364812.287163
  nChanged 47
		SP:Iteration 10Q (127430.610000 sec): 3 clusters
  Score: Raw -367548.409445 + Penalty 2716.490367 = -364831.919077
  nChanged 45
		SP:Iteration 11Q (127430.790000 sec): 3 clusters
  Score: Raw -367565.213252 + Penalty 2716.490367 = -364848.722885
  nChanged 32
		SP:Iteration 12Q (127430.960000 sec): 3 clusters
  Score: Raw -367575.883821 + Penalty 2716.490367 = -364859.393454
  nChanged 22
		SP:Iteration 13Q (127431.140000 sec): 3 clusters
  Score: Raw -367580.812901 + Penalty 2716.490367 = -364864.322533
  nChanged 15
		SP:Iteration 14Q (127431.310000 sec): 3 clusters
  Score: Raw -367583.728230 + Penalty 2716.490367 = -364867.237863
  nChanged 11
		SP:Iteration 15Q (127431.490000 sec): 3 clusters
  Score: Raw -367585.952570 + Penalty 2716.490367 = -364869.462203
  nChanged 8
		SP:Iteration 16Q (127431.660000 sec): 3 clusters
  Score: Raw -367587.649856 + Penalty 2716.490367 = -364871.159489
  nChanged 6
		SP:Iteration 17Q (127431.840000 sec): 3 clusters
  Score: Raw -367589.823407 + Penalty 2716.490367 = -364873.333040
  nChanged 7
		SP:Iteration 18Q (127432.020000 sec): 3 clusters
  Score: Raw -367591.134602 + Penalty 2716.490367 = -364874.644235
  nChanged 8
		SP:Iteration 19Q (127432.240000 sec): 3 clusters
  Score: Raw -367593.040996 + Penalty 2716.490367 = -364876.550629
  nChanged 1
		SP:Iteration 20F (127432.380000 sec): 3 clusters
  Score: Raw -367593.125163 + Penalty 2716.490367 = -364876.634796
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (2034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127432.480000 sec): 2 clusters
  Score: Raw -152612.998532 + Penalty 1237.885931 = -151375.112601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127432.650000 sec): 3 clusters
  Score: Raw -151842.610215 + Penalty 2475.771862 = -149366.838353
  nChanged 712
		SP:Iteration 1F (127432.830000 sec): 3 clusters
  Score: Raw -152630.555595 + Penalty 2475.771862 = -150154.783732
  nChanged 254
		SP:Iteration 2F (127433.000000 sec): 3 clusters
  Score: Raw -153086.714175 + Penalty 2475.771862 = -150610.942312
  nChanged 209
		SP:Iteration 3F (127433.180000 sec): 3 clusters
  Score: Raw -153378.315868 + Penalty 2475.771862 = -150902.544006
  nChanged 113
		SP:Iteration 4F (127433.350000 sec): 3 clusters
  Score: Raw -153514.113807 + Penalty 2475.771862 = -151038.341944
  nChanged 79
		SP:Iteration 5Q (127433.530000 sec): 3 clusters
  Score: Raw -153614.411649 + Penalty 2475.771862 = -151138.639787
  nChanged 63
		SP:Iteration 6Q (127433.710000 sec): 3 clusters
  Score: Raw -153693.311104 + Penalty 2475.771862 = -151217.539242
  nChanged 39
		SP:Iteration 7Q (127433.880000 sec): 3 clusters
  Score: Raw -153769.420065 + Penalty 2475.771862 = -151293.648203
  nChanged 36
		SP:Iteration 8Q (127434.060000 sec): 3 clusters
  Score: Raw -153795.375374 + Penalty 2475.771862 = -151319.603512
  nChanged 16
		SP:Iteration 9Q (127434.230000 sec): 3 clusters
  Score: Raw -153810.344664 + Penalty 2475.771862 = -151334.572802
  nChanged 13
		SP:Iteration 10Q (127434.410000 sec): 3 clusters
  Score: Raw -153818.606263 + Penalty 2475.771862 = -151342.834400
  nChanged 8
		SP:Iteration 11Q (127434.590000 sec): 3 clusters
  Score: Raw -153824.783593 + Penalty 2475.771862 = -151349.011731
  nChanged 3
		SP:Iteration 12Q (127434.760000 sec): 3 clusters
  Score: Raw -153827.571936 + Penalty 2475.771862 = -151351.800073
  nChanged 3
		SP:Iteration 13Q (127434.940000 sec): 3 clusters
  Score: Raw -153829.141152 + Penalty 2475.771862 = -151353.369290
  nChanged 3
		SP:Iteration 14Q (127435.110000 sec): 3 clusters
  Score: Raw -153830.382838 + Penalty 2475.771862 = -151354.610976
  nChanged 2
		SP:Iteration 15Q (127435.290000 sec): 3 clusters
  Score: Raw -153831.140013 + Penalty 2475.771862 = -151355.368151
  nChanged 2
		SP:Iteration 16Q (127435.470000 sec): 3 clusters
  Score: Raw -153832.064777 + Penalty 2475.771862 = -151356.292914
  nChanged 1
		SP:Iteration 17Q (127435.640000 sec): 3 clusters
  Score: Raw -153832.396069 + Penalty 2475.771862 = -151356.624206
  nChanged 1
		SP:Iteration 18Q (127435.820000 sec): 3 clusters
  Score: Raw -153832.704681 + Penalty 2475.771862 = -151356.932819
  nChanged 0
		SP:Iteration 19F (127435.990000 sec): 3 clusters
  Score: Raw -153832.704681 + Penalty 2475.771862 = -151356.932819
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (2536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127436.070000 sec): 2 clusters
  Score: Raw -200408.846859 + Penalty 1273.730789 = -199135.116070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127436.250000 sec): 3 clusters
  Score: Raw -199280.650687 + Penalty 2547.461578 = -196733.189109
  nChanged 950
		SP:Iteration 1F (127436.410000 sec): 3 clusters
  Score: Raw -199898.115993 + Penalty 2547.461578 = -197350.654416
  nChanged 219
		SP:Iteration 2F (127436.570000 sec): 3 clusters
  Score: Raw -200093.771187 + Penalty 2547.461578 = -197546.309609
  nChanged 176
		SP:Iteration 3F (127436.620000 sec): 3 clusters
  Score: Raw -200239.371374 + Penalty 2547.461578 = -197691.909796
  nChanged 138
		SP:Iteration 4F (127436.670000 sec): 3 clusters
  Score: Raw -200341.828353 + Penalty 2547.461578 = -197794.366776
  nChanged 108
		SP:Iteration 5Q (127436.710000 sec): 3 clusters
  Score: Raw -200421.788282 + Penalty 2547.461578 = -197874.326704
  nChanged 94
		SP:Iteration 6Q (127436.760000 sec): 3 clusters
  Score: Raw -200502.472182 + Penalty 2547.461578 = -197955.010604
  nChanged 85
		SP:Iteration 7Q (127436.810000 sec): 3 clusters
  Score: Raw -200562.150499 + Penalty 2547.461578 = -198014.688922
  nChanged 69
		SP:Iteration 8Q (127436.860000 sec): 3 clusters
  Score: Raw -200617.991728 + Penalty 2547.461578 = -198070.530151
  nChanged 61
		SP:Iteration 9Q (127436.910000 sec): 3 clusters
  Score: Raw -200665.525139 + Penalty 2547.461578 = -198118.063561
  nChanged 59
		SP:Iteration 10Q (127436.950000 sec): 3 clusters
  Score: Raw -200708.332268 + Penalty 2547.461578 = -198160.870691
  nChanged 52
		SP:Iteration 11Q (127437.000000 sec): 3 clusters
  Score: Raw -200741.808860 + Penalty 2547.461578 = -198194.347282
  nChanged 41
		SP:Iteration 12Q (127437.050000 sec): 3 clusters
  Score: Raw -200766.135308 + Penalty 2547.461578 = -198218.673731
  nChanged 27
		SP:Iteration 13Q (127437.100000 sec): 3 clusters
  Score: Raw -200779.623665 + Penalty 2547.461578 = -198232.162087
  nChanged 14
		SP:Iteration 14Q (127437.150000 sec): 3 clusters
  Score: Raw -200785.219811 + Penalty 2547.461578 = -198237.758233
  nChanged 21
		SP:Iteration 15Q (127437.200000 sec): 3 clusters
  Score: Raw -200794.525247 + Penalty 2547.461578 = -198247.063670
  nChanged 12
		SP:Iteration 16Q (127437.250000 sec): 3 clusters
  Score: Raw -200801.253877 + Penalty 2547.461578 = -198253.792299
  nChanged 14
		SP:Iteration 17Q (127437.300000 sec): 3 clusters
  Score: Raw -200806.783435 + Penalty 2547.461578 = -198259.321858
  nChanged 8
		SP:Iteration 18Q (127437.350000 sec): 3 clusters
  Score: Raw -200809.962585 + Penalty 2547.461578 = -198262.501008
  nChanged 11
		SP:Iteration 19Q (127437.390000 sec): 3 clusters
  Score: Raw -200814.658366 + Penalty 2547.461578 = -198267.196788
  nChanged 12
		SP:Iteration 20F (127437.440000 sec): 3 clusters
  Score: Raw -200817.553021 + Penalty 2547.461578 = -198270.091443
  nChanged 8
		SP:Iteration 21Q (127437.490000 sec): 3 clusters
  Score: Raw -200821.401225 + Penalty 2547.461578 = -198273.939648
  nChanged 9
		SP:Iteration 22Q (127437.540000 sec): 3 clusters
  Score: Raw -200825.273309 + Penalty 2547.461578 = -198277.811731
  nChanged 10
		SP:Iteration 23Q (127437.590000 sec): 3 clusters
  Score: Raw -200828.753458 + Penalty 2547.461578 = -198281.291881
  nChanged 7
		SP:Iteration 24Q (127437.640000 sec): 3 clusters
  Score: Raw -200832.613330 + Penalty 2547.461578 = -198285.151753
  nChanged 12
		SP:Iteration 25Q (127437.690000 sec): 3 clusters
  Score: Raw -200840.027826 + Penalty 2547.461578 = -198292.566248
  nChanged 15
		SP:Iteration 26Q (127437.730000 sec): 3 clusters
  Score: Raw -200847.804973 + Penalty 2547.461578 = -198300.343395
  nChanged 12
		SP:Iteration 27Q (127437.780000 sec): 3 clusters
  Score: Raw -200853.128392 + Penalty 2547.461578 = -198305.666814
  nChanged 12
		SP:Iteration 28Q (127437.830000 sec): 3 clusters
  Score: Raw -200857.701469 + Penalty 2547.461578 = -198310.239892
  nChanged 12
		SP:Iteration 29Q (127437.880000 sec): 3 clusters
  Score: Raw -200861.159541 + Penalty 2547.461578 = -198313.697964
  nChanged 11
		SP:Iteration 30Q (127437.930000 sec): 3 clusters
  Score: Raw -200866.684959 + Penalty 2547.461578 = -198319.223381
  nChanged 11
		SP:Iteration 31Q (127437.980000 sec): 3 clusters
  Score: Raw -200870.587954 + Penalty 2547.461578 = -198323.126376
  nChanged 9
		SP:Iteration 32Q (127438.030000 sec): 3 clusters
  Score: Raw -200874.769408 + Penalty 2547.461578 = -198327.307831
  nChanged 10
		SP:Iteration 33Q (127438.080000 sec): 3 clusters
  Score: Raw -200878.452513 + Penalty 2547.461578 = -198330.990936
  nChanged 7
		SP:Iteration 34Q (127438.130000 sec): 3 clusters
  Score: Raw -200881.381408 + Penalty 2547.461578 = -198333.919830
  nChanged 2
		SP:Iteration 35Q (127438.170000 sec): 3 clusters
  Score: Raw -200882.686965 + Penalty 2547.461578 = -198335.225387
  nChanged 4
		SP:Iteration 36Q (127438.220000 sec): 3 clusters
  Score: Raw -200884.600202 + Penalty 2547.461578 = -198337.138625
  nChanged 5
		SP:Iteration 37Q (127438.270000 sec): 3 clusters
  Score: Raw -200885.356777 + Penalty 2547.461578 = -198337.895200
  nChanged 4
		SP:Iteration 38Q (127438.320000 sec): 3 clusters
  Score: Raw -200888.412558 + Penalty 2547.461578 = -198340.950980
  nChanged 7
		SP:Iteration 39Q (127438.490000 sec): 3 clusters
  Score: Raw -200890.515295 + Penalty 2547.461578 = -198343.053718
  nChanged 3
		SP:Iteration 40F (127438.660000 sec): 3 clusters
  Score: Raw -200891.663733 + Penalty 2547.461578 = -198344.202156
  nChanged 4
		SP:Iteration 41Q (127438.820000 sec): 3 clusters
  Score: Raw -200892.677176 + Penalty 2547.461578 = -198345.215598
  nChanged 4
		SP:Iteration 42Q (127438.930000 sec): 3 clusters
  Score: Raw -200893.176408 + Penalty 2547.461578 = -198345.714831
  nChanged 1
		SP:Iteration 43Q (127438.990000 sec): 3 clusters
  Score: Raw -200893.593539 + Penalty 2547.461578 = -198346.131961
  nChanged 1
		SP:Iteration 44Q (127439.060000 sec): 3 clusters
  Score: Raw -200893.714615 + Penalty 2547.461578 = -198346.253038
  nChanged 0
		SP:Iteration 45F (127439.110000 sec): 3 clusters
  Score: Raw -200893.714615 + Penalty 2547.461578 = -198346.253038
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127439.180000 sec): 2 clusters
  Score: Raw -212652.838025 + Penalty 1331.157753 = -211321.680271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127439.250000 sec): 3 clusters
  Score: Raw -210923.962901 + Penalty 2662.315507 = -208261.647395
  nChanged 1427
		SP:Iteration 1F (127439.320000 sec): 3 clusters
  Score: Raw -212000.951065 + Penalty 2662.315507 = -209338.635558
  nChanged 428
		SP:Iteration 2F (127439.390000 sec): 3 clusters
  Score: Raw -212559.356744 + Penalty 2662.315507 = -209897.041237
  nChanged 351
		SP:Iteration 3F (127439.450000 sec): 3 clusters
  Score: Raw -213003.150258 + Penalty 2662.315507 = -210340.834751
  nChanged 254
		SP:Iteration 4F (127439.520000 sec): 3 clusters
  Score: Raw -213267.138453 + Penalty 2662.315507 = -210604.822946
  nChanged 188
		SP:Iteration 5F (127439.580000 sec): 3 clusters
  Score: Raw -213409.217287 + Penalty 2662.315507 = -210746.901780
  nChanged 146
		SP:Iteration 6Q (127439.650000 sec): 3 clusters
  Score: Raw -213504.234694 + Penalty 2662.315507 = -210841.919187
  nChanged 94
		SP:Iteration 7Q (127439.720000 sec): 3 clusters
  Score: Raw -213558.612224 + Penalty 2662.315507 = -210896.296717
  nChanged 55
		SP:Iteration 8Q (127439.790000 sec): 3 clusters
  Score: Raw -213588.772941 + Penalty 2662.315507 = -210926.457434
  nChanged 50
		SP:Iteration 9Q (127439.870000 sec): 3 clusters
  Score: Raw -213617.184674 + Penalty 2662.315507 = -210954.869167
  nChanged 47
		SP:Iteration 10Q (127439.940000 sec): 3 clusters
  Score: Raw -213642.740577 + Penalty 2662.315507 = -210980.425071
  nChanged 35
		SP:Iteration 11Q (127440.010000 sec): 3 clusters
  Score: Raw -213656.484607 + Penalty 2662.315507 = -210994.169100
  nChanged 29
		SP:Iteration 12Q (127440.070000 sec): 3 clusters
  Score: Raw -213670.509374 + Penalty 2662.315507 = -211008.193867
  nChanged 27
		SP:Iteration 13Q (127440.140000 sec): 3 clusters
  Score: Raw -213682.732540 + Penalty 2662.315507 = -211020.417033
  nChanged 18
		SP:Iteration 14Q (127440.200000 sec): 3 clusters
  Score: Raw -213689.328327 + Penalty 2662.315507 = -211027.012820
  nChanged 17
		SP:Iteration 15Q (127440.270000 sec): 3 clusters
  Score: Raw -213693.862643 + Penalty 2662.315507 = -211031.547136
  nChanged 8
		SP:Iteration 16Q (127440.330000 sec): 3 clusters
  Score: Raw -213695.534014 + Penalty 2662.315507 = -211033.218507
  nChanged 1
		SP:Iteration 17Q (127440.400000 sec): 3 clusters
  Score: Raw -213695.652326 + Penalty 2662.315507 = -211033.336819
  nChanged 1
		SP:Iteration 18Q (127440.470000 sec): 3 clusters
  Score: Raw -213695.762876 + Penalty 2662.315507 = -211033.447369
  nChanged 0
		SP:Iteration 19F (127440.540000 sec): 3 clusters
  Score: Raw -213695.762876 + Penalty 2662.315507 = -211033.447369
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127440.600000 sec): 2 clusters
  Score: Raw -235549.621538 + Penalty 1273.730789 = -234275.890749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127440.650000 sec): 3 clusters
  Score: Raw -234423.138219 + Penalty 2547.461578 = -231875.676641
  nChanged 944
		SP:Iteration 1F (127440.690000 sec): 3 clusters
  Score: Raw -235115.824965 + Penalty 2547.461578 = -232568.363388
  nChanged 241
		SP:Iteration 2F (127440.740000 sec): 3 clusters
  Score: Raw -235412.596502 + Penalty 2547.461578 = -232865.134924
  nChanged 233
		SP:Iteration 3F (127440.790000 sec): 3 clusters
  Score: Raw -235714.702833 + Penalty 2547.461578 = -233167.241256
  nChanged 191
		SP:Iteration 4F (127440.840000 sec): 3 clusters
  Score: Raw -235957.956795 + Penalty 2547.461578 = -233410.495218
  nChanged 136
		SP:Iteration 5F (127440.890000 sec): 3 clusters
  Score: Raw -236101.467826 + Penalty 2547.461578 = -233554.006248
  nChanged 95
		SP:Iteration 6Q (127440.930000 sec): 3 clusters
  Score: Raw -236187.891522 + Penalty 2547.461578 = -233640.429945
  nChanged 69
		SP:Iteration 7Q (127440.990000 sec): 3 clusters
  Score: Raw -236231.532769 + Penalty 2547.461578 = -233684.071192
  nChanged 37
		SP:Iteration 8Q (127441.030000 sec): 3 clusters
  Score: Raw -236250.714037 + Penalty 2547.461578 = -233703.252460
  nChanged 27
		SP:Iteration 9Q (127441.080000 sec): 3 clusters
  Score: Raw -236263.824787 + Penalty 2547.461578 = -233716.363210
  nChanged 20
		SP:Iteration 10Q (127441.130000 sec): 3 clusters
  Score: Raw -236272.038172 + Penalty 2547.461578 = -233724.576595
  nChanged 11
		SP:Iteration 11Q (127441.180000 sec): 3 clusters
  Score: Raw -236278.195326 + Penalty 2547.461578 = -233730.733748
  nChanged 12
		SP:Iteration 12Q (127441.230000 sec): 3 clusters
  Score: Raw -236284.162412 + Penalty 2547.461578 = -233736.700834
  nChanged 10
		SP:Iteration 13Q (127441.280000 sec): 3 clusters
  Score: Raw -236289.338261 + Penalty 2547.461578 = -233741.876684
  nChanged 10
		SP:Iteration 14Q (127441.330000 sec): 3 clusters
  Score: Raw -236293.570745 + Penalty 2547.461578 = -233746.109167
  nChanged 2
		SP:Iteration 15Q (127441.380000 sec): 3 clusters
  Score: Raw -236294.073325 + Penalty 2547.461578 = -233746.611748
  nChanged 2
		SP:Iteration 16Q (127441.430000 sec): 3 clusters
  Score: Raw -236295.103331 + Penalty 2547.461578 = -233747.641753
  nChanged 1
		SP:Iteration 17Q (127441.560000 sec): 3 clusters
  Score: Raw -236295.514597 + Penalty 2547.461578 = -233748.053020
  nChanged 0
		SP:Iteration 18F (127441.740000 sec): 3 clusters
  Score: Raw -236295.514597 + Penalty 2547.461578 = -233748.053020
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (11421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127441.850000 sec): 2 clusters
  Score: Raw -993340.431334 + Penalty 1518.271470 = -991822.159864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127442.120000 sec): 3 clusters
  Score: Raw -986836.039718 + Penalty 3036.542940 = -983799.496779
  nChanged 4958
		SP:Iteration 1F (127442.340000 sec): 3 clusters
  Score: Raw -989665.714569 + Penalty 3036.542940 = -986629.171629
  nChanged 784
		SP:Iteration 2F (127442.560000 sec): 3 clusters
  Score: Raw -990095.451816 + Penalty 3036.542940 = -987058.908876
  nChanged 706
		SP:Iteration 3F (127442.790000 sec): 3 clusters
  Score: Raw -990491.327711 + Penalty 3036.542940 = -987454.784771
  nChanged 662
		SP:Iteration 4F (127442.940000 sec): 3 clusters
  Score: Raw -990828.825476 + Penalty 3036.542940 = -987792.282537
  nChanged 590
		SP:Iteration 5F (127443.180000 sec): 3 clusters
  Score: Raw -991186.817997 + Penalty 3036.542940 = -988150.275057
  nChanged 621
		SP:Iteration 6F (127443.440000 sec): 3 clusters
  Score: Raw -991609.035397 + Penalty 3036.542940 = -988572.492457
  nChanged 622
		SP:Iteration 7F (127443.700000 sec): 3 clusters
  Score: Raw -992029.001902 + Penalty 3036.542940 = -988992.458963
  nChanged 585
		SP:Iteration 8F (127443.950000 sec): 3 clusters
  Score: Raw -992418.370444 + Penalty 3036.542940 = -989381.827505
  nChanged 488
		SP:Iteration 9Q (127444.160000 sec): 3 clusters
  Score: Raw -992671.189910 + Penalty 3036.542940 = -989634.646970
  nChanged 381
		SP:Iteration 10Q (127444.380000 sec): 3 clusters
  Score: Raw -992841.935235 + Penalty 3036.542940 = -989805.392295
  nChanged 264
		SP:Iteration 11Q (127444.640000 sec): 3 clusters
  Score: Raw -992941.665047 + Penalty 3036.542940 = -989905.122107
  nChanged 207
		SP:Iteration 12Q (127444.900000 sec): 3 clusters
  Score: Raw -993004.571397 + Penalty 3036.542940 = -989968.028457
  nChanged 173
		SP:Iteration 13Q (127445.160000 sec): 3 clusters
  Score: Raw -993056.750388 + Penalty 3036.542940 = -990020.207449
  nChanged 146
		SP:Iteration 14Q (127445.410000 sec): 3 clusters
  Score: Raw -993099.004996 + Penalty 3036.542940 = -990062.462056
  nChanged 121
		SP:Iteration 15Q (127445.670000 sec): 3 clusters
  Score: Raw -993131.591499 + Penalty 3036.542940 = -990095.048559
  nChanged 111
		SP:Iteration 16Q (127445.880000 sec): 3 clusters
  Score: Raw -993155.360407 + Penalty 3036.542940 = -990118.817467
  nChanged 102
		SP:Iteration 17Q (127446.100000 sec): 3 clusters
  Score: Raw -993177.439276 + Penalty 3036.542940 = -990140.896336
  nChanged 91
		SP:Iteration 18Q (127446.310000 sec): 3 clusters
  Score: Raw -993198.709332 + Penalty 3036.542940 = -990162.166392
  nChanged 95
		SP:Iteration 19Q (127446.520000 sec): 3 clusters
  Score: Raw -993218.637823 + Penalty 3036.542940 = -990182.094883
  nChanged 71
		SP:Iteration 20F (127446.740000 sec): 3 clusters
  Score: Raw -993236.064024 + Penalty 3036.542940 = -990199.521084
  nChanged 72
		SP:Iteration 21Q (127446.950000 sec): 3 clusters
  Score: Raw -993249.192322 + Penalty 3036.542940 = -990212.649383
  nChanged 72
		SP:Iteration 22Q (127447.160000 sec): 3 clusters
  Score: Raw -993263.881826 + Penalty 3036.542940 = -990227.338886
  nChanged 65
		SP:Iteration 23Q (127447.380000 sec): 3 clusters
  Score: Raw -993277.966282 + Penalty 3036.542940 = -990241.423343
  nChanged 75
		SP:Iteration 24Q (127447.590000 sec): 3 clusters
  Score: Raw -993300.264912 + Penalty 3036.542940 = -990263.721972
  nChanged 73
		SP:Iteration 25Q (127447.800000 sec): 3 clusters
  Score: Raw -993322.485920 + Penalty 3036.542940 = -990285.942981
  nChanged 86
		SP:Iteration 26Q (127448.020000 sec): 3 clusters
  Score: Raw -993345.522633 + Penalty 3036.542940 = -990308.979693
  nChanged 86
		SP:Iteration 27Q (127448.230000 sec): 3 clusters
  Score: Raw -993367.638939 + Penalty 3036.542940 = -990331.095999
  nChanged 83
		SP:Iteration 28Q (127448.440000 sec): 3 clusters
  Score: Raw -993383.887057 + Penalty 3036.542940 = -990347.344117
  nChanged 61
		SP:Iteration 29Q (127448.660000 sec): 3 clusters
  Score: Raw -993395.230859 + Penalty 3036.542940 = -990358.687919
  nChanged 61
		SP:Iteration 30Q (127448.870000 sec): 3 clusters
  Score: Raw -993408.004430 + Penalty 3036.542940 = -990371.461491
  nChanged 70
		SP:Iteration 31Q (127449.090000 sec): 3 clusters
  Score: Raw -993426.264568 + Penalty 3036.542940 = -990389.721628
  nChanged 63
		SP:Iteration 32Q (127449.300000 sec): 3 clusters
  Score: Raw -993440.959782 + Penalty 3036.542940 = -990404.416842
  nChanged 64
		SP:Iteration 33Q (127449.550000 sec): 3 clusters
  Score: Raw -993456.923383 + Penalty 3036.542940 = -990420.380443
  nChanged 71
		SP:Iteration 34Q (127449.760000 sec): 3 clusters
  Score: Raw -993472.884683 + Penalty 3036.542940 = -990436.341743
  nChanged 54
		SP:Iteration 35Q (127450.020000 sec): 3 clusters
  Score: Raw -993484.969691 + Penalty 3036.542940 = -990448.426751
  nChanged 49
		SP:Iteration 36Q (127450.230000 sec): 3 clusters
  Score: Raw -993494.690015 + Penalty 3036.542940 = -990458.147076
  nChanged 55
		SP:Iteration 37Q (127450.430000 sec): 3 clusters
  Score: Raw -993505.738991 + Penalty 3036.542940 = -990469.196052
  nChanged 49
		SP:Iteration 38Q (127450.640000 sec): 3 clusters
  Score: Raw -993514.435260 + Penalty 3036.542940 = -990477.892320
  nChanged 33
		SP:Iteration 39Q (127450.860000 sec): 3 clusters
  Score: Raw -993522.117851 + Penalty 3036.542940 = -990485.574911
  nChanged 31
		SP:Iteration 40F (127451.070000 sec): 3 clusters
  Score: Raw -993528.303488 + Penalty 3036.542940 = -990491.760548
  nChanged 38
		SP:Iteration 41Q (127451.280000 sec): 3 clusters
  Score: Raw -993536.004204 + Penalty 3036.542940 = -990499.461264
  nChanged 47
		SP:Iteration 42Q (127451.500000 sec): 3 clusters
  Score: Raw -993546.598541 + Penalty 3036.542940 = -990510.055601
  nChanged 48
		SP:Iteration 43Q (127451.710000 sec): 3 clusters
  Score: Raw -993556.776737 + Penalty 3036.542940 = -990520.233797
  nChanged 45
		SP:Iteration 44Q (127451.920000 sec): 3 clusters
  Score: Raw -993566.047924 + Penalty 3036.542940 = -990529.504985
  nChanged 42
		SP:Iteration 45Q (127452.140000 sec): 3 clusters
  Score: Raw -993575.133373 + Penalty 3036.542940 = -990538.590433
  nChanged 42
		SP:Iteration 46Q (127452.350000 sec): 3 clusters
  Score: Raw -993587.894004 + Penalty 3036.542940 = -990551.351064
  nChanged 54
		SP:Iteration 47Q (127452.560000 sec): 3 clusters
  Score: Raw -993602.902490 + Penalty 3036.542940 = -990566.359551
  nChanged 62
		SP:Iteration 48Q (127452.820000 sec): 3 clusters
  Score: Raw -993620.318557 + Penalty 3036.542940 = -990583.775617
  nChanged 67
		SP:Iteration 49Q (127453.030000 sec): 3 clusters
  Score: Raw -993637.706656 + Penalty 3036.542940 = -990601.163716
  nChanged 64
		SP:Iteration 50Q (127453.320000 sec): 3 clusters
  Score: Raw -993654.915022 + Penalty 3036.542940 = -990618.372082
  nChanged 55
		SP:Iteration 51Q (127453.540000 sec): 3 clusters
  Score: Raw -993669.891526 + Penalty 3036.542940 = -990633.348586
  nChanged 61
		SP:Iteration 52Q (127453.760000 sec): 3 clusters
  Score: Raw -993684.928410 + Penalty 3036.542940 = -990648.385471
  nChanged 61
		SP:Iteration 53Q (127453.970000 sec): 3 clusters
  Score: Raw -993698.980851 + Penalty 3036.542940 = -990662.437911
  nChanged 53
		SP:Iteration 54Q (127454.180000 sec): 3 clusters
  Score: Raw -993709.778809 + Penalty 3036.542940 = -990673.235870
  nChanged 40
		SP:Iteration 55Q (127454.390000 sec): 3 clusters
  Score: Raw -993721.151845 + Penalty 3036.542940 = -990684.608905
  nChanged 58
		SP:Iteration 56Q (127454.620000 sec): 3 clusters
  Score: Raw -993732.952780 + Penalty 3036.542940 = -990696.409840
  nChanged 40
		SP:Iteration 57Q (127454.820000 sec): 3 clusters
  Score: Raw -993741.288560 + Penalty 3036.542940 = -990704.745620
  nChanged 44
		SP:Iteration 58Q (127455.030000 sec): 3 clusters
  Score: Raw -993749.657680 + Penalty 3036.542940 = -990713.114741
  nChanged 31
		SP:Iteration 59Q (127455.300000 sec): 3 clusters
  Score: Raw -993755.235824 + Penalty 3036.542940 = -990718.692884
  nChanged 25
		SP:Iteration 60F (127455.550000 sec): 3 clusters
  Score: Raw -993758.776924 + Penalty 3036.542940 = -990722.233984
  nChanged 23
		SP:Iteration 61Q (127455.760000 sec): 3 clusters
  Score: Raw -993762.710134 + Penalty 3036.542940 = -990726.167195
  nChanged 20
		SP:Iteration 62Q (127455.980000 sec): 3 clusters
  Score: Raw -993766.531444 + Penalty 3036.542940 = -990729.988504
  nChanged 25
		SP:Iteration 63Q (127456.190000 sec): 3 clusters
  Score: Raw -993773.999089 + Penalty 3036.542940 = -990737.456150
  nChanged 31
		SP:Iteration 64Q (127456.400000 sec): 3 clusters
  Score: Raw -993779.212233 + Penalty 3036.542940 = -990742.669293
  nChanged 25
		SP:Iteration 65Q (127456.610000 sec): 3 clusters
  Score: Raw -993783.206083 + Penalty 3036.542940 = -990746.663143
  nChanged 25
		SP:Iteration 66Q (127456.820000 sec): 3 clusters
  Score: Raw -993786.967774 + Penalty 3036.542940 = -990750.424835
  nChanged 23
		SP:Iteration 67Q (127457.030000 sec): 3 clusters
  Score: Raw -993790.735655 + Penalty 3036.542940 = -990754.192716
  nChanged 23
		SP:Iteration 68Q (127457.250000 sec): 3 clusters
  Score: Raw -993794.424325 + Penalty 3036.542940 = -990757.881385
  nChanged 26
		SP:Iteration 69Q (127457.460000 sec): 3 clusters
  Score: Raw -993798.403443 + Penalty 3036.542940 = -990761.860503
  nChanged 19
		SP:Iteration 70Q (127457.670000 sec): 3 clusters
  Score: Raw -993800.589229 + Penalty 3036.542940 = -990764.046290
  nChanged 13
		SP:Iteration 71Q (127457.880000 sec): 3 clusters
  Score: Raw -993802.262599 + Penalty 3036.542940 = -990765.719660
  nChanged 9
		SP:Iteration 72Q (127458.090000 sec): 3 clusters
  Score: Raw -993803.217120 + Penalty 3036.542940 = -990766.674180
  nChanged 6
		SP:Iteration 73Q (127458.300000 sec): 3 clusters
  Score: Raw -993804.144440 + Penalty 3036.542940 = -990767.601500
  nChanged 7
		SP:Iteration 74Q (127458.520000 sec): 3 clusters
  Score: Raw -993804.849732 + Penalty 3036.542940 = -990768.306793
  nChanged 5
		SP:Iteration 75Q (127458.730000 sec): 3 clusters
  Score: Raw -993805.457808 + Penalty 3036.542940 = -990768.914868
  nChanged 4
		SP:Iteration 76Q (127458.940000 sec): 3 clusters
  Score: Raw -993806.046845 + Penalty 3036.542940 = -990769.503905
  nChanged 7
		SP:Iteration 77Q (127459.150000 sec): 3 clusters
  Score: Raw -993806.555071 + Penalty 3036.542940 = -990770.012131
  nChanged 5
		SP:Iteration 78Q (127459.370000 sec): 3 clusters
  Score: Raw -993807.176137 + Penalty 3036.542940 = -990770.633197
  nChanged 7
		SP:Iteration 79Q (127459.670000 sec): 3 clusters
  Score: Raw -993807.857699 + Penalty 3036.542940 = -990771.314759
  nChanged 7
		SP:Iteration 80F (127459.850000 sec): 3 clusters
  Score: Raw -993808.679494 + Penalty 3036.542940 = -990772.136554
  nChanged 5
		SP:Iteration 81Q (127460.060000 sec): 3 clusters
  Score: Raw -993809.332430 + Penalty 3036.542940 = -990772.789490
  nChanged 4
		SP:Iteration 82Q (127460.290000 sec): 3 clusters
  Score: Raw -993809.891710 + Penalty 3036.542940 = -990773.348770
  nChanged 4
		SP:Iteration 83Q (127460.450000 sec): 3 clusters
  Score: Raw -993810.072034 + Penalty 3036.542940 = -990773.529094
  nChanged 2
		SP:Iteration 84Q (127460.630000 sec): 3 clusters
  Score: Raw -993810.184785 + Penalty 3036.542940 = -990773.641845
  nChanged 1
		SP:Iteration 85Q (127460.840000 sec): 3 clusters
  Score: Raw -993810.315744 + Penalty 3036.542940 = -990773.772804
  nChanged 1
		SP:Iteration 86Q (127461.060000 sec): 3 clusters
  Score: Raw -993810.509639 + Penalty 3036.542940 = -990773.966699
  nChanged 3
		SP:Iteration 87Q (127461.370000 sec): 3 clusters
  Score: Raw -993810.802506 + Penalty 3036.542940 = -990774.259566
  nChanged 4
		SP:Iteration 88Q (127461.550000 sec): 3 clusters
  Score: Raw -993811.149151 + Penalty 3036.542940 = -990774.606211
  nChanged 4
		SP:Iteration 89Q (127461.750000 sec): 3 clusters
  Score: Raw -993811.755827 + Penalty 3036.542940 = -990775.212888
  nChanged 7
		SP:Iteration 90Q (127461.970000 sec): 3 clusters
  Score: Raw -993812.768167 + Penalty 3036.542940 = -990776.225227
  nChanged 5
		SP:Iteration 91Q (127462.190000 sec): 3 clusters
  Score: Raw -993813.355660 + Penalty 3036.542940 = -990776.812721
  nChanged 1
		SP:Iteration 92Q (127462.400000 sec): 3 clusters
  Score: Raw -993813.438164 + Penalty 3036.542940 = -990776.895225
  nChanged 1
		SP:Iteration 93Q (127462.710000 sec): 3 clusters
  Score: Raw -993813.489566 + Penalty 3036.542940 = -990776.946627
  nChanged 0
		SP:Iteration 94F (127462.890000 sec): 3 clusters
  Score: Raw -993813.489566 + Penalty 3036.542940 = -990776.946627
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (3332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127463.000000 sec): 2 clusters
  Score: Raw -270191.070270 + Penalty 1318.090801 = -268872.979470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127463.190000 sec): 3 clusters
  Score: Raw -268594.228305 + Penalty 2636.181601 = -265958.046704
  nChanged 1270
		SP:Iteration 1F (127463.360000 sec): 3 clusters
  Score: Raw -269480.598870 + Penalty 2636.181601 = -266844.417269
  nChanged 348
		SP:Iteration 2F (127463.540000 sec): 3 clusters
  Score: Raw -269810.900720 + Penalty 2636.181601 = -267174.719119
  nChanged 270
		SP:Iteration 3F (127463.680000 sec): 3 clusters
  Score: Raw -270063.850933 + Penalty 2636.181601 = -267427.669332
  nChanged 201
		SP:Iteration 4F (127463.750000 sec): 3 clusters
  Score: Raw -270226.229604 + Penalty 2636.181601 = -267590.048003
  nChanged 139
		SP:Iteration 5Q (127463.810000 sec): 3 clusters
  Score: Raw -270331.405189 + Penalty 2636.181601 = -267695.223588
  nChanged 104
		SP:Iteration 6Q (127463.880000 sec): 3 clusters
  Score: Raw -270391.008218 + Penalty 2636.181601 = -267754.826617
  nChanged 79
		SP:Iteration 7Q (127463.940000 sec): 3 clusters
  Score: Raw -270449.484997 + Penalty 2636.181601 = -267813.303396
  nChanged 69
		SP:Iteration 8Q (127464.000000 sec): 3 clusters
  Score: Raw -270505.042078 + Penalty 2636.181601 = -267868.860477
  nChanged 69
		SP:Iteration 9Q (127464.060000 sec): 3 clusters
  Score: Raw -270558.829920 + Penalty 2636.181601 = -267922.648319
  nChanged 72
		SP:Iteration 10Q (127464.120000 sec): 3 clusters
  Score: Raw -270613.264901 + Penalty 2636.181601 = -267977.083300
  nChanged 60
		SP:Iteration 11Q (127464.180000 sec): 3 clusters
  Score: Raw -270660.660568 + Penalty 2636.181601 = -268024.478967
  nChanged 48
		SP:Iteration 12Q (127464.240000 sec): 3 clusters
  Score: Raw -270694.252642 + Penalty 2636.181601 = -268058.071041
  nChanged 43
		SP:Iteration 13Q (127464.300000 sec): 3 clusters
  Score: Raw -270718.846287 + Penalty 2636.181601 = -268082.664686
  nChanged 41
		SP:Iteration 14Q (127464.360000 sec): 3 clusters
  Score: Raw -270745.734692 + Penalty 2636.181601 = -268109.553091
  nChanged 42
		SP:Iteration 15Q (127464.420000 sec): 3 clusters
  Score: Raw -270773.627510 + Penalty 2636.181601 = -268137.445909
  nChanged 33
		SP:Iteration 16Q (127464.480000 sec): 3 clusters
  Score: Raw -270800.133978 + Penalty 2636.181601 = -268163.952377
  nChanged 40
		SP:Iteration 17Q (127464.540000 sec): 3 clusters
  Score: Raw -270827.648763 + Penalty 2636.181601 = -268191.467162
  nChanged 22
		SP:Iteration 18Q (127464.600000 sec): 3 clusters
  Score: Raw -270841.785429 + Penalty 2636.181601 = -268205.603828
  nChanged 25
		SP:Iteration 19Q (127464.650000 sec): 3 clusters
  Score: Raw -270855.788244 + Penalty 2636.181601 = -268219.606643
  nChanged 16
		SP:Iteration 20F (127464.710000 sec): 3 clusters
  Score: Raw -270861.178051 + Penalty 2636.181601 = -268224.996450
  nChanged 9
		SP:Iteration 21Q (127464.770000 sec): 3 clusters
  Score: Raw -270863.776800 + Penalty 2636.181601 = -268227.595199
  nChanged 6
		SP:Iteration 22Q (127464.820000 sec): 3 clusters
  Score: Raw -270866.255914 + Penalty 2636.181601 = -268230.074313
  nChanged 3
		SP:Iteration 23Q (127464.880000 sec): 3 clusters
  Score: Raw -270867.290254 + Penalty 2636.181601 = -268231.108653
  nChanged 2
		SP:Iteration 24Q (127464.940000 sec): 3 clusters
  Score: Raw -270868.226395 + Penalty 2636.181601 = -268232.044794
  nChanged 2
		SP:Iteration 25Q (127465.000000 sec): 3 clusters
  Score: Raw -270868.709635 + Penalty 2636.181601 = -268232.528033
  nChanged 0
		SP:Iteration 26F (127465.060000 sec): 3 clusters
  Score: Raw -270868.709635 + Penalty 2636.181601 = -268232.528033
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (1893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127465.150000 sec): 2 clusters
  Score: Raw -177486.104974 + Penalty 1226.211700 = -176259.893275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127465.320000 sec): 3 clusters
  Score: Raw -176692.705019 + Penalty 2452.423399 = -174240.281619
  nChanged 640
		SP:Iteration 1F (127465.520000 sec): 3 clusters
  Score: Raw -177124.491471 + Penalty 2452.423399 = -174672.068072
  nChanged 153
		SP:Iteration 2F (127465.720000 sec): 3 clusters
  Score: Raw -177248.389643 + Penalty 2452.423399 = -174795.966244
  nChanged 88
		SP:Iteration 3Q (127465.900000 sec): 3 clusters
  Score: Raw -177301.608261 + Penalty 2452.423399 = -174849.184862
  nChanged 70
		SP:Iteration 4Q (127466.070000 sec): 3 clusters
  Score: Raw -177354.748406 + Penalty 2452.423399 = -174902.325007
  nChanged 48
		SP:Iteration 5Q (127466.250000 sec): 3 clusters
  Score: Raw -177390.662252 + Penalty 2452.423399 = -174938.238853
  nChanged 48
		SP:Iteration 6Q (127466.430000 sec): 3 clusters
  Score: Raw -177425.514301 + Penalty 2452.423399 = -174973.090902
  nChanged 33
		SP:Iteration 7Q (127466.600000 sec): 3 clusters
  Score: Raw -177446.966589 + Penalty 2452.423399 = -174994.543190
  nChanged 23
		SP:Iteration 8Q (127466.780000 sec): 3 clusters
  Score: Raw -177462.874901 + Penalty 2452.423399 = -175010.451502
  nChanged 26
		SP:Iteration 9Q (127466.950000 sec): 3 clusters
  Score: Raw -177477.757111 + Penalty 2452.423399 = -175025.333712
  nChanged 17
		SP:Iteration 10Q (127467.130000 sec): 3 clusters
  Score: Raw -177485.978289 + Penalty 2452.423399 = -175033.554890
  nChanged 17
		SP:Iteration 11Q (127467.310000 sec): 3 clusters
  Score: Raw -177499.939249 + Penalty 2452.423399 = -175047.515850
  nChanged 27
		SP:Iteration 12Q (127467.480000 sec): 3 clusters
  Score: Raw -177513.395853 + Penalty 2452.423399 = -175060.972454
  nChanged 21
		SP:Iteration 13Q (127467.650000 sec): 3 clusters
  Score: Raw -177526.473621 + Penalty 2452.423399 = -175074.050222
  nChanged 16
		SP:Iteration 14Q (127467.750000 sec): 3 clusters
  Score: Raw -177536.585625 + Penalty 2452.423399 = -175084.162226
  nChanged 17
		SP:Iteration 15Q (127467.790000 sec): 3 clusters
  Score: Raw -177546.590249 + Penalty 2452.423399 = -175094.166850
  nChanged 12
		SP:Iteration 16Q (127467.830000 sec): 3 clusters
  Score: Raw -177556.595568 + Penalty 2452.423399 = -175104.172169
  nChanged 16
		SP:Iteration 17Q (127467.870000 sec): 3 clusters
  Score: Raw -177564.331676 + Penalty 2452.423399 = -175111.908277
  nChanged 13
		SP:Iteration 18Q (127467.910000 sec): 3 clusters
  Score: Raw -177571.639306 + Penalty 2452.423399 = -175119.215907
  nChanged 10
		SP:Iteration 19Q (127467.950000 sec): 3 clusters
  Score: Raw -177578.087445 + Penalty 2452.423399 = -175125.664045
  nChanged 5
		SP:Iteration 20F (127467.990000 sec): 3 clusters
  Score: Raw -177581.725521 + Penalty 2452.423399 = -175129.302121
  nChanged 6
		SP:Iteration 21Q (127468.030000 sec): 3 clusters
  Score: Raw -177584.500353 + Penalty 2452.423399 = -175132.076953
  nChanged 5
		SP:Iteration 22Q (127468.070000 sec): 3 clusters
  Score: Raw -177588.769797 + Penalty 2452.423399 = -175136.346398
  nChanged 4
		SP:Iteration 23Q (127468.100000 sec): 3 clusters
  Score: Raw -177591.607698 + Penalty 2452.423399 = -175139.184299
  nChanged 4
		SP:Iteration 24Q (127468.140000 sec): 3 clusters
  Score: Raw -177594.009297 + Penalty 2452.423399 = -175141.585898
  nChanged 3
		SP:Iteration 25Q (127468.180000 sec): 3 clusters
  Score: Raw -177596.042889 + Penalty 2452.423399 = -175143.619490
  nChanged 6
		SP:Iteration 26Q (127468.220000 sec): 3 clusters
  Score: Raw -177599.767485 + Penalty 2452.423399 = -175147.344086
  nChanged 4
		SP:Iteration 27Q (127468.260000 sec): 3 clusters
  Score: Raw -177603.316476 + Penalty 2452.423399 = -175150.893077
  nChanged 5
		SP:Iteration 28Q (127468.300000 sec): 3 clusters
  Score: Raw -177607.348858 + Penalty 2452.423399 = -175154.925459
  nChanged 6
		SP:Iteration 29Q (127468.340000 sec): 3 clusters
  Score: Raw -177609.478893 + Penalty 2452.423399 = -175157.055494
  nChanged 2
		SP:Iteration 30Q (127468.380000 sec): 3 clusters
  Score: Raw -177610.030611 + Penalty 2452.423399 = -175157.607212
  nChanged 1
		SP:Iteration 31Q (127468.420000 sec): 3 clusters
  Score: Raw -177610.186215 + Penalty 2452.423399 = -175157.762816
  nChanged 0
		SP:Iteration 32F (127468.450000 sec): 3 clusters
  Score: Raw -177610.186215 + Penalty 2452.423399 = -175157.762816
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (4819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127468.550000 sec): 2 clusters
  Score: Raw -376252.461100 + Penalty 1378.052279 = -374874.408821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127468.720000 sec): 3 clusters
  Score: Raw -373745.353146 + Penalty 2756.104558 = -370989.248588
  nChanged 2029
		SP:Iteration 1F (127468.900000 sec): 3 clusters
  Score: Raw -375013.760943 + Penalty 2756.104558 = -372257.656385
  nChanged 408
		SP:Iteration 2F (127469.080000 sec): 3 clusters
  Score: Raw -375300.264783 + Penalty 2756.104558 = -372544.160225
  nChanged 308
		SP:Iteration 3F (127469.250000 sec): 3 clusters
  Score: Raw -375481.345559 + Penalty 2756.104558 = -372725.241001
  nChanged 245
		SP:Iteration 4F (127469.430000 sec): 3 clusters
  Score: Raw -375646.265099 + Penalty 2756.104558 = -372890.160541
  nChanged 219
		SP:Iteration 5Q (127469.600000 sec): 3 clusters
  Score: Raw -375781.948892 + Penalty 2756.104558 = -373025.844334
  nChanged 188
		SP:Iteration 6Q (127469.780000 sec): 3 clusters
  Score: Raw -375910.055974 + Penalty 2756.104558 = -373153.951416
  nChanged 173
		SP:Iteration 7Q (127469.960000 sec): 3 clusters
  Score: Raw -376035.189420 + Penalty 2756.104558 = -373279.084862
  nChanged 156
		SP:Iteration 8Q (127470.130000 sec): 3 clusters
  Score: Raw -376148.782243 + Penalty 2756.104558 = -373392.677685
  nChanged 139
		SP:Iteration 9Q (127470.310000 sec): 3 clusters
  Score: Raw -376235.710082 + Penalty 2756.104558 = -373479.605524
  nChanged 128
		SP:Iteration 10Q (127470.480000 sec): 3 clusters
  Score: Raw -376324.608185 + Penalty 2756.104558 = -373568.503627
  nChanged 123
		SP:Iteration 11Q (127470.660000 sec): 3 clusters
  Score: Raw -376404.212204 + Penalty 2756.104558 = -373648.107646
  nChanged 108
		SP:Iteration 12Q (127470.840000 sec): 3 clusters
  Score: Raw -376470.015746 + Penalty 2756.104558 = -373713.911188
  nChanged 92
		SP:Iteration 13Q (127471.010000 sec): 3 clusters
  Score: Raw -376528.600827 + Penalty 2756.104558 = -373772.496269
  nChanged 83
		SP:Iteration 14Q (127471.190000 sec): 3 clusters
  Score: Raw -376577.310997 + Penalty 2756.104558 = -373821.206439
  nChanged 81
		SP:Iteration 15Q (127471.360000 sec): 3 clusters
  Score: Raw -376622.092295 + Penalty 2756.104558 = -373865.987737
  nChanged 71
		SP:Iteration 16Q (127471.540000 sec): 3 clusters
  Score: Raw -376657.065996 + Penalty 2756.104558 = -373900.961438
  nChanged 57
		SP:Iteration 17Q (127471.710000 sec): 3 clusters
  Score: Raw -376681.721410 + Penalty 2756.104558 = -373925.616852
  nChanged 58
		SP:Iteration 18Q (127471.890000 sec): 3 clusters
  Score: Raw -376716.210974 + Penalty 2756.104558 = -373960.106416
  nChanged 46
		SP:Iteration 19Q (127472.070000 sec): 3 clusters
  Score: Raw -376741.906273 + Penalty 2756.104558 = -373985.801715
  nChanged 47
		SP:Iteration 20F (127472.240000 sec): 3 clusters
  Score: Raw -376765.177457 + Penalty 2756.104558 = -374009.072899
  nChanged 46
		SP:Iteration 21Q (127472.420000 sec): 3 clusters
  Score: Raw -376787.137934 + Penalty 2756.104558 = -374031.033376
  nChanged 47
		SP:Iteration 22Q (127472.590000 sec): 3 clusters
  Score: Raw -376805.881432 + Penalty 2756.104558 = -374049.776874
  nChanged 41
		SP:Iteration 23Q (127472.770000 sec): 3 clusters
  Score: Raw -376821.996107 + Penalty 2756.104558 = -374065.891549
  nChanged 30
		SP:Iteration 24Q (127472.940000 sec): 3 clusters
  Score: Raw -376834.281477 + Penalty 2756.104558 = -374078.176919
  nChanged 37
		SP:Iteration 25Q (127473.120000 sec): 3 clusters
  Score: Raw -376845.907042 + Penalty 2756.104558 = -374089.802484
  nChanged 22
		SP:Iteration 26Q (127473.300000 sec): 3 clusters
  Score: Raw -376854.680343 + Penalty 2756.104558 = -374098.575785
  nChanged 23
		SP:Iteration 27Q (127473.470000 sec): 3 clusters
  Score: Raw -376862.130513 + Penalty 2756.104558 = -374106.025955
  nChanged 23
		SP:Iteration 28Q (127473.650000 sec): 3 clusters
  Score: Raw -376869.004621 + Penalty 2756.104558 = -374112.900063
  nChanged 21
		SP:Iteration 29Q (127473.820000 sec): 3 clusters
  Score: Raw -376875.274944 + Penalty 2756.104558 = -374119.170386
  nChanged 20
		SP:Iteration 30Q (127473.900000 sec): 3 clusters
  Score: Raw -376881.205297 + Penalty 2756.104558 = -374125.100739
  nChanged 16
		SP:Iteration 31Q (127474.000000 sec): 3 clusters
  Score: Raw -376885.154763 + Penalty 2756.104558 = -374129.050205
  nChanged 10
		SP:Iteration 32Q (127474.080000 sec): 3 clusters
  Score: Raw -376887.995801 + Penalty 2756.104558 = -374131.891244
  nChanged 8
		SP:Iteration 33Q (127474.170000 sec): 3 clusters
  Score: Raw -376889.757177 + Penalty 2756.104558 = -374133.652619
  nChanged 5
		SP:Iteration 34Q (127474.260000 sec): 3 clusters
  Score: Raw -376890.617471 + Penalty 2756.104558 = -374134.512913
  nChanged 5
		SP:Iteration 35Q (127474.350000 sec): 3 clusters
  Score: Raw -376891.865262 + Penalty 2756.104558 = -374135.760705
  nChanged 5
		SP:Iteration 36Q (127474.440000 sec): 3 clusters
  Score: Raw -376893.249237 + Penalty 2756.104558 = -374137.144679
  nChanged 4
		SP:Iteration 37Q (127474.520000 sec): 3 clusters
  Score: Raw -376894.298098 + Penalty 2756.104558 = -374138.193540
  nChanged 4
		SP:Iteration 38Q (127474.610000 sec): 3 clusters
  Score: Raw -376895.150054 + Penalty 2756.104558 = -374139.045496
  nChanged 5
		SP:Iteration 39Q (127474.690000 sec): 3 clusters
  Score: Raw -376896.811146 + Penalty 2756.104558 = -374140.706588
  nChanged 6
		SP:Iteration 40F (127474.780000 sec): 3 clusters
  Score: Raw -376897.798246 + Penalty 2756.104558 = -374141.693688
  nChanged 2
		SP:Iteration 41Q (127474.900000 sec): 3 clusters
  Score: Raw -376898.369068 + Penalty 2756.104558 = -374142.264510
  nChanged 3
		SP:Iteration 42Q (127475.070000 sec): 3 clusters
  Score: Raw -376898.753208 + Penalty 2756.104558 = -374142.648650
  nChanged 2
		SP:Iteration 43Q (127475.250000 sec): 3 clusters
  Score: Raw -376899.152419 + Penalty 2756.104558 = -374143.047861
  nChanged 2
		SP:Iteration 44Q (127475.420000 sec): 3 clusters
  Score: Raw -376899.401622 + Penalty 2756.104558 = -374143.297064
  nChanged 1
		SP:Iteration 45Q (127475.610000 sec): 3 clusters
  Score: Raw -376899.653187 + Penalty 2756.104558 = -374143.548629
  nChanged 1
		SP:Iteration 46Q (127475.790000 sec): 3 clusters
  Score: Raw -376899.725038 + Penalty 2756.104558 = -374143.620481
  nChanged 1
		SP:Iteration 47Q (127475.960000 sec): 3 clusters
  Score: Raw -376899.969926 + Penalty 2756.104558 = -374143.865368
  nChanged 0
		SP:Iteration 48F (127476.140000 sec): 3 clusters
  Score: Raw -376899.969926 + Penalty 2756.104558 = -374143.865368
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (2782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127476.210000 sec): 2 clusters
  Score: Raw -230176.524824 + Penalty 1288.775373 = -228887.749451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127476.380000 sec): 3 clusters
  Score: Raw -228927.292146 + Penalty 2577.550746 = -226349.741400
  nChanged 1053
		SP:Iteration 1F (127476.560000 sec): 3 clusters
  Score: Raw -229634.496748 + Penalty 2577.550746 = -227056.946002
  nChanged 277
		SP:Iteration 2F (127476.740000 sec): 3 clusters
  Score: Raw -229905.166229 + Penalty 2577.550746 = -227327.615483
  nChanged 225
		SP:Iteration 3F (127476.930000 sec): 3 clusters
  Score: Raw -230160.000391 + Penalty 2577.550746 = -227582.449645
  nChanged 218
		SP:Iteration 4F (127476.980000 sec): 3 clusters
  Score: Raw -230386.397445 + Penalty 2577.550746 = -227808.846699
  nChanged 163
		SP:Iteration 5F (127477.030000 sec): 3 clusters
  Score: Raw -230560.212665 + Penalty 2577.550746 = -227982.661919
  nChanged 129
		SP:Iteration 6Q (127477.080000 sec): 3 clusters
  Score: Raw -230679.590099 + Penalty 2577.550746 = -228102.039353
  nChanged 90
		SP:Iteration 7Q (127477.130000 sec): 3 clusters
  Score: Raw -230755.987573 + Penalty 2577.550746 = -228178.436827
  nChanged 73
		SP:Iteration 8Q (127477.180000 sec): 3 clusters
  Score: Raw -230814.934438 + Penalty 2577.550746 = -228237.383692
  nChanged 65
		SP:Iteration 9Q (127477.230000 sec): 3 clusters
  Score: Raw -230865.031164 + Penalty 2577.550746 = -228287.480418
  nChanged 40
		SP:Iteration 10Q (127477.280000 sec): 3 clusters
  Score: Raw -230898.061284 + Penalty 2577.550746 = -228320.510538
  nChanged 39
		SP:Iteration 11Q (127477.340000 sec): 3 clusters
  Score: Raw -230925.255779 + Penalty 2577.550746 = -228347.705033
  nChanged 40
		SP:Iteration 12Q (127477.390000 sec): 3 clusters
  Score: Raw -230952.527359 + Penalty 2577.550746 = -228374.976613
  nChanged 33
		SP:Iteration 13Q (127477.440000 sec): 3 clusters
  Score: Raw -230974.912558 + Penalty 2577.550746 = -228397.361811
  nChanged 40
		SP:Iteration 14Q (127477.490000 sec): 3 clusters
  Score: Raw -230999.931895 + Penalty 2577.550746 = -228422.381149
  nChanged 33
		SP:Iteration 15Q (127477.540000 sec): 3 clusters
  Score: Raw -231017.782117 + Penalty 2577.550746 = -228440.231371
  nChanged 29
		SP:Iteration 16Q (127477.590000 sec): 3 clusters
  Score: Raw -231032.193301 + Penalty 2577.550746 = -228454.642555
  nChanged 23
		SP:Iteration 17Q (127477.640000 sec): 3 clusters
  Score: Raw -231044.260279 + Penalty 2577.550746 = -228466.709533
  nChanged 20
		SP:Iteration 18Q (127477.810000 sec): 3 clusters
  Score: Raw -231053.767701 + Penalty 2577.550746 = -228476.216955
  nChanged 15
		SP:Iteration 19Q (127477.980000 sec): 3 clusters
  Score: Raw -231062.650667 + Penalty 2577.550746 = -228485.099921
  nChanged 13
		SP:Iteration 20F (127478.160000 sec): 3 clusters
  Score: Raw -231068.003498 + Penalty 2577.550746 = -228490.452752
  nChanged 6
		SP:Iteration 21Q (127478.340000 sec): 3 clusters
  Score: Raw -231069.979320 + Penalty 2577.550746 = -228492.428574
  nChanged 5
		SP:Iteration 22Q (127478.510000 sec): 3 clusters
  Score: Raw -231070.906464 + Penalty 2577.550746 = -228493.355718
  nChanged 2
		SP:Iteration 23Q (127478.680000 sec): 3 clusters
  Score: Raw -231071.604034 + Penalty 2577.550746 = -228494.053288
  nChanged 0
		SP:Iteration 24F (127478.860000 sec): 3 clusters
  Score: Raw -231071.604034 + Penalty 2577.550746 = -228494.053288
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127478.950000 sec): 2 clusters
  Score: Raw -419808.178600 + Penalty 1388.657768 = -418419.520832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127479.120000 sec): 3 clusters
  Score: Raw -417207.649581 + Penalty 2777.315536 = -414430.334044
  nChanged 2083
		SP:Iteration 1F (127479.300000 sec): 3 clusters
  Score: Raw -418659.920943 + Penalty 2777.315536 = -415882.605407
  nChanged 489
		SP:Iteration 2F (127479.470000 sec): 3 clusters
  Score: Raw -419042.200950 + Penalty 2777.315536 = -416264.885413
  nChanged 337
		SP:Iteration 3F (127479.650000 sec): 3 clusters
  Score: Raw -419297.118808 + Penalty 2777.315536 = -416519.803272
  nChanged 279
		SP:Iteration 4F (127479.820000 sec): 3 clusters
  Score: Raw -419469.409345 + Penalty 2777.315536 = -416692.093808
  nChanged 193
		SP:Iteration 5Q (127480.000000 sec): 3 clusters
  Score: Raw -419569.954709 + Penalty 2777.315536 = -416792.639173
  nChanged 145
		SP:Iteration 6Q (127480.170000 sec): 3 clusters
  Score: Raw -419632.340491 + Penalty 2777.315536 = -416855.024955
  nChanged 95
		SP:Iteration 7Q (127480.350000 sec): 3 clusters
  Score: Raw -419668.499586 + Penalty 2777.315536 = -416891.184050
  nChanged 92
		SP:Iteration 8Q (127480.520000 sec): 3 clusters
  Score: Raw -419709.773279 + Penalty 2777.315536 = -416932.457742
  nChanged 82
		SP:Iteration 9Q (127480.700000 sec): 3 clusters
  Score: Raw -419741.577614 + Penalty 2777.315536 = -416964.262077
  nChanged 65
		SP:Iteration 10Q (127480.870000 sec): 3 clusters
  Score: Raw -419767.832082 + Penalty 2777.315536 = -416990.516546
  nChanged 63
		SP:Iteration 11Q (127481.050000 sec): 3 clusters
  Score: Raw -419790.078970 + Penalty 2777.315536 = -417012.763433
  nChanged 57
		SP:Iteration 12Q (127481.220000 sec): 3 clusters
  Score: Raw -419810.201326 + Penalty 2777.315536 = -417032.885790
  nChanged 48
		SP:Iteration 13Q (127481.400000 sec): 3 clusters
  Score: Raw -419831.032749 + Penalty 2777.315536 = -417053.717213
  nChanged 46
		SP:Iteration 14Q (127481.570000 sec): 3 clusters
  Score: Raw -419850.105888 + Penalty 2777.315536 = -417072.790352
  nChanged 46
		SP:Iteration 15Q (127481.750000 sec): 3 clusters
  Score: Raw -419869.489034 + Penalty 2777.315536 = -417092.173498
  nChanged 52
		SP:Iteration 16Q (127481.920000 sec): 3 clusters
  Score: Raw -419894.396622 + Penalty 2777.315536 = -417117.081085
  nChanged 63
		SP:Iteration 17Q (127482.100000 sec): 3 clusters
  Score: Raw -419923.757583 + Penalty 2777.315536 = -417146.442047
  nChanged 61
		SP:Iteration 18Q (127482.270000 sec): 3 clusters
  Score: Raw -419956.660016 + Penalty 2777.315536 = -417179.344479
  nChanged 59
		SP:Iteration 19Q (127482.450000 sec): 3 clusters
  Score: Raw -419993.562453 + Penalty 2777.315536 = -417216.246917
  nChanged 64
		SP:Iteration 20F (127482.620000 sec): 3 clusters
  Score: Raw -420034.629374 + Penalty 2777.315536 = -417257.313838
  nChanged 68
		SP:Iteration 21Q (127482.800000 sec): 3 clusters
  Score: Raw -420062.312556 + Penalty 2777.315536 = -417284.997020
  nChanged 65
		SP:Iteration 22Q (127482.970000 sec): 3 clusters
  Score: Raw -420088.096436 + Penalty 2777.315536 = -417310.780900
  nChanged 69
		SP:Iteration 23Q (127483.150000 sec): 3 clusters
  Score: Raw -420117.948903 + Penalty 2777.315536 = -417340.633367
  nChanged 70
		SP:Iteration 24Q (127483.320000 sec): 3 clusters
  Score: Raw -420159.136844 + Penalty 2777.315536 = -417381.821308
  nChanged 94
		SP:Iteration 25Q (127483.500000 sec): 3 clusters
  Score: Raw -420219.096188 + Penalty 2777.315536 = -417441.780651
  nChanged 95
		SP:Iteration 26Q (127483.670000 sec): 3 clusters
  Score: Raw -420267.584229 + Penalty 2777.315536 = -417490.268693
  nChanged 75
		SP:Iteration 27Q (127483.850000 sec): 3 clusters
  Score: Raw -420301.485274 + Penalty 2777.315536 = -417524.169738
  nChanged 62
		SP:Iteration 28Q (127484.020000 sec): 3 clusters
  Score: Raw -420331.724144 + Penalty 2777.315536 = -417554.408608
  nChanged 67
		SP:Iteration 29Q (127484.200000 sec): 3 clusters
  Score: Raw -420360.082533 + Penalty 2777.315536 = -417582.766997
  nChanged 51
		SP:Iteration 30Q (127484.380000 sec): 3 clusters
  Score: Raw -420377.036004 + Penalty 2777.315536 = -417599.720468
  nChanged 36
		SP:Iteration 31Q (127484.550000 sec): 3 clusters
  Score: Raw -420386.787459 + Penalty 2777.315536 = -417609.471922
  nChanged 26
		SP:Iteration 32Q (127484.720000 sec): 3 clusters
  Score: Raw -420392.389803 + Penalty 2777.315536 = -417615.074267
  nChanged 16
		SP:Iteration 33Q (127484.900000 sec): 3 clusters
  Score: Raw -420395.986727 + Penalty 2777.315536 = -417618.671191
  nChanged 9
		SP:Iteration 34Q (127485.070000 sec): 3 clusters
  Score: Raw -420399.340297 + Penalty 2777.315536 = -417622.024761
  nChanged 7
		SP:Iteration 35Q (127485.250000 sec): 3 clusters
  Score: Raw -420401.708792 + Penalty 2777.315536 = -417624.393255
  nChanged 6
		SP:Iteration 36Q (127485.420000 sec): 3 clusters
  Score: Raw -420403.620980 + Penalty 2777.315536 = -417626.305444
  nChanged 4
		SP:Iteration 37Q (127485.600000 sec): 3 clusters
  Score: Raw -420404.841551 + Penalty 2777.315536 = -417627.526014
  nChanged 5
		SP:Iteration 38Q (127485.770000 sec): 3 clusters
  Score: Raw -420405.958425 + Penalty 2777.315536 = -417628.642888
  nChanged 3
		SP:Iteration 39Q (127485.950000 sec): 3 clusters
  Score: Raw -420406.500944 + Penalty 2777.315536 = -417629.185408
  nChanged 0
		SP:Iteration 40F (127486.120000 sec): 3 clusters
  Score: Raw -420406.500944 + Penalty 2777.315536 = -417629.185408
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (12261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127486.280000 sec): 2 clusters
  Score: Raw -1180659.899188 + Penalty 1529.804050 = -1179130.095137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127486.460000 sec): 3 clusters
  Score: Raw -1173537.248694 + Penalty 3059.608101 = -1170477.640593
  nChanged 5432
		SP:Iteration 1F (127486.740000 sec): 3 clusters
  Score: Raw -1176655.987600 + Penalty 3059.608101 = -1173596.379499
  nChanged 914
		SP:Iteration 2F (127486.990000 sec): 3 clusters
  Score: Raw -1177227.423729 + Penalty 3059.608101 = -1174167.815628
  nChanged 885
		SP:Iteration 3F (127487.250000 sec): 3 clusters
  Score: Raw -1177825.061745 + Penalty 3059.608101 = -1174765.453644
  nChanged 889
		SP:Iteration 4F (127487.500000 sec): 3 clusters
  Score: Raw -1178508.734894 + Penalty 3059.608101 = -1175449.126793
  nChanged 872
		SP:Iteration 5F (127487.740000 sec): 3 clusters
  Score: Raw -1179165.682654 + Penalty 3059.608101 = -1176106.074553
  nChanged 713
		SP:Iteration 6F (127488.000000 sec): 3 clusters
  Score: Raw -1179590.536102 + Penalty 3059.608101 = -1176530.928001
  nChanged 515
		SP:Iteration 7Q (127488.240000 sec): 3 clusters
  Score: Raw -1179841.238807 + Penalty 3059.608101 = -1176781.630706
  nChanged 396
		SP:Iteration 8Q (127488.500000 sec): 3 clusters
  Score: Raw -1180004.190327 + Penalty 3059.608101 = -1176944.582226
  nChanged 284
		SP:Iteration 9Q (127488.720000 sec): 3 clusters
  Score: Raw -1180090.395125 + Penalty 3059.608101 = -1177030.787024
  nChanged 192
		SP:Iteration 10Q (127489.060000 sec): 3 clusters
  Score: Raw -1180136.228636 + Penalty 3059.608101 = -1177076.620535
  nChanged 133
		SP:Iteration 11Q (127489.260000 sec): 3 clusters
  Score: Raw -1180163.486533 + Penalty 3059.608101 = -1177103.878432
  nChanged 93
		SP:Iteration 12Q (127489.510000 sec): 3 clusters
  Score: Raw -1180181.271491 + Penalty 3059.608101 = -1177121.663390
  nChanged 81
		SP:Iteration 13Q (127489.800000 sec): 3 clusters
  Score: Raw -1180195.211983 + Penalty 3059.608101 = -1177135.603882
  nChanged 62
		SP:Iteration 14Q (127490.050000 sec): 3 clusters
  Score: Raw -1180205.223604 + Penalty 3059.608101 = -1177145.615503
  nChanged 59
		SP:Iteration 15Q (127490.320000 sec): 3 clusters
  Score: Raw -1180214.290451 + Penalty 3059.608101 = -1177154.682350
  nChanged 53
		SP:Iteration 16Q (127490.620000 sec): 3 clusters
  Score: Raw -1180222.138905 + Penalty 3059.608101 = -1177162.530804
  nChanged 47
		SP:Iteration 17Q (127490.870000 sec): 3 clusters
  Score: Raw -1180228.602198 + Penalty 3059.608101 = -1177168.994097
  nChanged 35
		SP:Iteration 18Q (127491.120000 sec): 3 clusters
  Score: Raw -1180232.150725 + Penalty 3059.608101 = -1177172.542624
  nChanged 29
		SP:Iteration 19Q (127491.370000 sec): 3 clusters
  Score: Raw -1180235.031293 + Penalty 3059.608101 = -1177175.423192
  nChanged 23
		SP:Iteration 20F (127491.620000 sec): 3 clusters
  Score: Raw -1180237.596898 + Penalty 3059.608101 = -1177177.988797
  nChanged 19
		SP:Iteration 21Q (127491.870000 sec): 3 clusters
  Score: Raw -1180239.706446 + Penalty 3059.608101 = -1177180.098345
  nChanged 19
		SP:Iteration 22Q (127492.120000 sec): 3 clusters
  Score: Raw -1180241.458634 + Penalty 3059.608101 = -1177181.850533
  nChanged 21
		SP:Iteration 23Q (127492.350000 sec): 3 clusters
  Score: Raw -1180243.222046 + Penalty 3059.608101 = -1177183.613945
  nChanged 9
		SP:Iteration 24Q (127492.640000 sec): 3 clusters
  Score: Raw -1180243.973457 + Penalty 3059.608101 = -1177184.365356
  nChanged 10
		SP:Iteration 25Q (127492.890000 sec): 3 clusters
  Score: Raw -1180244.722087 + Penalty 3059.608101 = -1177185.113986
  nChanged 7
		SP:Iteration 26Q (127493.100000 sec): 3 clusters
  Score: Raw -1180245.248609 + Penalty 3059.608101 = -1177185.640508
  nChanged 11
		SP:Iteration 27Q (127493.360000 sec): 3 clusters
  Score: Raw -1180246.000773 + Penalty 3059.608101 = -1177186.392672
  nChanged 12
		SP:Iteration 28Q (127493.610000 sec): 3 clusters
  Score: Raw -1180246.899975 + Penalty 3059.608101 = -1177187.291874
  nChanged 8
		SP:Iteration 29Q (127493.830000 sec): 3 clusters
  Score: Raw -1180247.603398 + Penalty 3059.608101 = -1177187.995297
  nChanged 9
		SP:Iteration 30Q (127494.070000 sec): 3 clusters
  Score: Raw -1180248.326242 + Penalty 3059.608101 = -1177188.718141
  nChanged 9
		SP:Iteration 31Q (127494.290000 sec): 3 clusters
  Score: Raw -1180248.979117 + Penalty 3059.608101 = -1177189.371016
  nChanged 10
		SP:Iteration 32Q (127494.480000 sec): 3 clusters
  Score: Raw -1180249.848213 + Penalty 3059.608101 = -1177190.240112
  nChanged 9
		SP:Iteration 33Q (127494.780000 sec): 3 clusters
  Score: Raw -1180250.928460 + Penalty 3059.608101 = -1177191.320359
  nChanged 9
		SP:Iteration 34Q (127495.030000 sec): 3 clusters
  Score: Raw -1180251.806943 + Penalty 3059.608101 = -1177192.198842
  nChanged 8
		SP:Iteration 35Q (127495.270000 sec): 3 clusters
  Score: Raw -1180252.390107 + Penalty 3059.608101 = -1177192.782006
  nChanged 6
		SP:Iteration 36Q (127495.520000 sec): 3 clusters
  Score: Raw -1180252.957469 + Penalty 3059.608101 = -1177193.349368
  nChanged 8
		SP:Iteration 37Q (127495.770000 sec): 3 clusters
  Score: Raw -1180253.640631 + Penalty 3059.608101 = -1177194.032530
  nChanged 11
		SP:Iteration 38Q (127496.070000 sec): 3 clusters
  Score: Raw -1180254.772996 + Penalty 3059.608101 = -1177195.164895
  nChanged 16
		SP:Iteration 39Q (127496.290000 sec): 3 clusters
  Score: Raw -1180256.040638 + Penalty 3059.608101 = -1177196.432537
  nChanged 11
		SP:Iteration 40F (127496.530000 sec): 3 clusters
  Score: Raw -1180257.114231 + Penalty 3059.608101 = -1177197.506130
  nChanged 12
		SP:Iteration 41Q (127496.790000 sec): 3 clusters
  Score: Raw -1180258.131098 + Penalty 3059.608101 = -1177198.522997
  nChanged 11
		SP:Iteration 42Q (127497.040000 sec): 3 clusters
  Score: Raw -1180259.273173 + Penalty 3059.608101 = -1177199.665072
  nChanged 19
		SP:Iteration 43Q (127497.290000 sec): 3 clusters
  Score: Raw -1180261.357075 + Penalty 3059.608101 = -1177201.748974
  nChanged 24
		SP:Iteration 44Q (127497.540000 sec): 3 clusters
  Score: Raw -1180264.082386 + Penalty 3059.608101 = -1177204.474285
  nChanged 23
		SP:Iteration 45Q (127497.830000 sec): 3 clusters
  Score: Raw -1180266.857999 + Penalty 3059.608101 = -1177207.249898
  nChanged 29
		SP:Iteration 46Q (127498.080000 sec): 3 clusters
  Score: Raw -1180270.052893 + Penalty 3059.608101 = -1177210.444792
  nChanged 21
		SP:Iteration 47Q (127498.410000 sec): 3 clusters
  Score: Raw -1180272.444728 + Penalty 3059.608101 = -1177212.836627
  nChanged 21
		SP:Iteration 48Q (127498.650000 sec): 3 clusters
  Score: Raw -1180275.252172 + Penalty 3059.608101 = -1177215.644071
  nChanged 21
		SP:Iteration 49Q (127498.900000 sec): 3 clusters
  Score: Raw -1180279.003289 + Penalty 3059.608101 = -1177219.395188
  nChanged 37
		SP:Iteration 50Q (127499.150000 sec): 3 clusters
  Score: Raw -1180284.235003 + Penalty 3059.608101 = -1177224.626902
  nChanged 35
		SP:Iteration 51Q (127499.400000 sec): 3 clusters
  Score: Raw -1180289.070744 + Penalty 3059.608101 = -1177229.462643
  nChanged 39
		SP:Iteration 52Q (127499.650000 sec): 3 clusters
  Score: Raw -1180295.936032 + Penalty 3059.608101 = -1177236.327931
  nChanged 42
		SP:Iteration 53Q (127499.900000 sec): 3 clusters
  Score: Raw -1180303.858592 + Penalty 3059.608101 = -1177244.250491
  nChanged 45
		SP:Iteration 54Q (127500.120000 sec): 3 clusters
  Score: Raw -1180311.478599 + Penalty 3059.608101 = -1177251.870498
  nChanged 51
		SP:Iteration 55Q (127500.370000 sec): 3 clusters
  Score: Raw -1180320.407874 + Penalty 3059.608101 = -1177260.799773
  nChanged 75
		SP:Iteration 56Q (127500.620000 sec): 3 clusters
  Score: Raw -1180332.367158 + Penalty 3059.608101 = -1177272.759057
  nChanged 73
		SP:Iteration 57Q (127500.840000 sec): 3 clusters
  Score: Raw -1180344.618429 + Penalty 3059.608101 = -1177285.010328
  nChanged 71
		SP:Iteration 58Q (127501.040000 sec): 3 clusters
  Score: Raw -1180357.854896 + Penalty 3059.608101 = -1177298.246795
  nChanged 80
		SP:Iteration 59Q (127501.280000 sec): 3 clusters
  Score: Raw -1180372.539999 + Penalty 3059.608101 = -1177312.931898
  nChanged 80
		SP:Iteration 60F (127501.530000 sec): 3 clusters
  Score: Raw -1180385.798149 + Penalty 3059.608101 = -1177326.190048
  nChanged 74
		SP:Iteration 61Q (127501.780000 sec): 3 clusters
  Score: Raw -1180401.197271 + Penalty 3059.608101 = -1177341.589170
  nChanged 82
		SP:Iteration 62Q (127502.000000 sec): 3 clusters
  Score: Raw -1180415.209140 + Penalty 3059.608101 = -1177355.601039
  nChanged 81
		SP:Iteration 63Q (127502.300000 sec): 3 clusters
  Score: Raw -1180430.418547 + Penalty 3059.608101 = -1177370.810446
  nChanged 87
		SP:Iteration 64Q (127502.590000 sec): 3 clusters
  Score: Raw -1180447.657283 + Penalty 3059.608101 = -1177388.049182
  nChanged 74
		SP:Iteration 65Q (127502.810000 sec): 3 clusters
  Score: Raw -1180460.701551 + Penalty 3059.608101 = -1177401.093450
  nChanged 74
		SP:Iteration 66Q (127503.030000 sec): 3 clusters
  Score: Raw -1180474.217456 + Penalty 3059.608101 = -1177414.609355
  nChanged 66
		SP:Iteration 67Q (127503.200000 sec): 3 clusters
  Score: Raw -1180484.862392 + Penalty 3059.608101 = -1177425.254291
  nChanged 70
		SP:Iteration 68Q (127503.400000 sec): 3 clusters
  Score: Raw -1180496.175021 + Penalty 3059.608101 = -1177436.566920
  nChanged 62
		SP:Iteration 69Q (127503.640000 sec): 3 clusters
  Score: Raw -1180509.351558 + Penalty 3059.608101 = -1177449.743457
  nChanged 72
		SP:Iteration 70Q (127503.930000 sec): 3 clusters
  Score: Raw -1180522.882951 + Penalty 3059.608101 = -1177463.274850
  nChanged 71
		SP:Iteration 71Q (127504.140000 sec): 3 clusters
  Score: Raw -1180537.118595 + Penalty 3059.608101 = -1177477.510494
  nChanged 77
		SP:Iteration 72Q (127504.400000 sec): 3 clusters
  Score: Raw -1180553.949294 + Penalty 3059.608101 = -1177494.341193
  nChanged 89
		SP:Iteration 73Q (127504.650000 sec): 3 clusters
  Score: Raw -1180578.963732 + Penalty 3059.608101 = -1177519.355631
  nChanged 117
		SP:Iteration 74Q (127504.900000 sec): 3 clusters
  Score: Raw -1180614.025419 + Penalty 3059.608101 = -1177554.417318
  nChanged 142
		SP:Iteration 75Q (127505.160000 sec): 3 clusters
  Score: Raw -1180649.288103 + Penalty 3059.608101 = -1177589.680002
  nChanged 135
		SP:Iteration 76Q (127505.450000 sec): 3 clusters
  Score: Raw -1180685.901105 + Penalty 3059.608101 = -1177626.293004
  nChanged 144
		SP:Iteration 77Q (127505.660000 sec): 3 clusters
  Score: Raw -1180726.871489 + Penalty 3059.608101 = -1177667.263388
  nChanged 135
		SP:Iteration 78Q (127505.910000 sec): 3 clusters
  Score: Raw -1180768.170227 + Penalty 3059.608101 = -1177708.562126
  nChanged 154
		SP:Iteration 79Q (127506.160000 sec): 3 clusters
  Score: Raw -1180815.501805 + Penalty 3059.608101 = -1177755.893704
  nChanged 157
		SP:Iteration 80F (127506.420000 sec): 3 clusters
  Score: Raw -1180873.742233 + Penalty 3059.608101 = -1177814.134132
  nChanged 164
		SP:Iteration 81Q (127506.670000 sec): 3 clusters
  Score: Raw -1180937.370994 + Penalty 3059.608101 = -1177877.762893
  nChanged 185
		SP:Iteration 82Q (127506.960000 sec): 3 clusters
  Score: Raw -1181006.490999 + Penalty 3059.608101 = -1177946.882898
  nChanged 185
		SP:Iteration 83Q (127507.120000 sec): 3 clusters
  Score: Raw -1181079.249685 + Penalty 3059.608101 = -1178019.641584
  nChanged 179
		SP:Iteration 84Q (127507.320000 sec): 3 clusters
  Score: Raw -1181145.142223 + Penalty 3059.608101 = -1178085.534122
  nChanged 170
		SP:Iteration 85Q (127507.560000 sec): 3 clusters
  Score: Raw -1181204.387602 + Penalty 3059.608101 = -1178144.779501
  nChanged 139
		SP:Iteration 86Q (127507.810000 sec): 3 clusters
  Score: Raw -1181258.770061 + Penalty 3059.608101 = -1178199.161960
  nChanged 127
		SP:Iteration 87Q (127508.060000 sec): 3 clusters
  Score: Raw -1181312.652949 + Penalty 3059.608101 = -1178253.044848
  nChanged 128
		SP:Iteration 88Q (127508.310000 sec): 3 clusters
  Score: Raw -1181370.101821 + Penalty 3059.608101 = -1178310.493720
  nChanged 132
		SP:Iteration 89Q (127508.570000 sec): 3 clusters
  Score: Raw -1181422.154703 + Penalty 3059.608101 = -1178362.546602
  nChanged 114
		SP:Iteration 90Q (127508.820000 sec): 3 clusters
  Score: Raw -1181471.699759 + Penalty 3059.608101 = -1178412.091658
  nChanged 118
		SP:Iteration 91Q (127509.070000 sec): 3 clusters
  Score: Raw -1181516.711904 + Penalty 3059.608101 = -1178457.103803
  nChanged 85
		SP:Iteration 92Q (127509.280000 sec): 3 clusters
  Score: Raw -1181547.346106 + Penalty 3059.608101 = -1178487.738005
  nChanged 74
		SP:Iteration 93Q (127509.440000 sec): 3 clusters
  Score: Raw -1181574.533630 + Penalty 3059.608101 = -1178514.925529
  nChanged 77
		SP:Iteration 94Q (127509.660000 sec): 3 clusters
  Score: Raw -1181602.355919 + Penalty 3059.608101 = -1178542.747818
  nChanged 70
		SP:Iteration 95Q (127509.910000 sec): 3 clusters
  Score: Raw -1181622.483002 + Penalty 3059.608101 = -1178562.874901
  nChanged 50
		SP:Iteration 96Q (127510.200000 sec): 3 clusters
  Score: Raw -1181632.364409 + Penalty 3059.608101 = -1178572.756309
  nChanged 31
		SP:Iteration 97Q (127510.420000 sec): 3 clusters
  Score: Raw -1181638.252854 + Penalty 3059.608101 = -1178578.644753
  nChanged 27
		SP:Iteration 98Q (127510.710000 sec): 3 clusters
  Score: Raw -1181643.604408 + Penalty 3059.608101 = -1178583.996307
  nChanged 23
		SP:Iteration 99Q (127510.930000 sec): 3 clusters
  Score: Raw -1181647.791897 + Penalty 3059.608101 = -1178588.183796
  nChanged 26
		SP:Iteration 100F (127511.100000 sec): 3 clusters
  Score: Raw -1181652.551899 + Penalty 3059.608101 = -1178592.943798
  nChanged 15
		SP:Iteration 101Q (127511.390000 sec): 3 clusters
  Score: Raw -1181655.160271 + Penalty 3059.608101 = -1178595.552170
  nChanged 14
		SP:Iteration 102Q (127511.560000 sec): 3 clusters
  Score: Raw -1181658.377400 + Penalty 3059.608101 = -1178598.769299
  nChanged 16
		SP:Iteration 103Q (127511.770000 sec): 3 clusters
  Score: Raw -1181662.553283 + Penalty 3059.608101 = -1178602.945182
  nChanged 14
		SP:Iteration 104Q (127511.990000 sec): 3 clusters
  Score: Raw -1181665.173526 + Penalty 3059.608101 = -1178605.565425
  nChanged 13
		SP:Iteration 105Q (127512.300000 sec): 3 clusters
  Score: Raw -1181668.412103 + Penalty 3059.608101 = -1178608.804002
  nChanged 15
		SP:Iteration 106Q (127512.470000 sec): 3 clusters
  Score: Raw -1181671.203847 + Penalty 3059.608101 = -1178611.595746
  nChanged 8
		SP:Iteration 107Q (127512.680000 sec): 3 clusters
  Score: Raw -1181672.967815 + Penalty 3059.608101 = -1178613.359714
  nChanged 8
		SP:Iteration 108Q (127512.940000 sec): 3 clusters
  Score: Raw -1181674.265824 + Penalty 3059.608101 = -1178614.657723
  nChanged 6
		SP:Iteration 109Q (127513.180000 sec): 3 clusters
  Score: Raw -1181675.298997 + Penalty 3059.608101 = -1178615.690896
  nChanged 5
		SP:Iteration 110Q (127513.430000 sec): 3 clusters
  Score: Raw -1181676.091320 + Penalty 3059.608101 = -1178616.483219
  nChanged 3
		SP:Iteration 111Q (127513.680000 sec): 3 clusters
  Score: Raw -1181676.544997 + Penalty 3059.608101 = -1178616.936896
  nChanged 1
		SP:Iteration 112Q (127513.940000 sec): 3 clusters
  Score: Raw -1181676.651822 + Penalty 3059.608101 = -1178617.043721
  nChanged 0
		SP:Iteration 113F (127514.190000 sec): 3 clusters
  Score: Raw -1181676.651822 + Penalty 3059.608101 = -1178617.043721
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (9538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127514.290000 sec): 2 clusters
  Score: Raw -798553.724456 + Penalty 1488.993854 = -797064.730602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127514.540000 sec): 3 clusters
  Score: Raw -793187.776191 + Penalty 2977.987707 = -790209.788484
  nChanged 4131
		SP:Iteration 1F (127514.730000 sec): 3 clusters
  Score: Raw -795921.638582 + Penalty 2977.987707 = -792943.650875
  nChanged 847
		SP:Iteration 2F (127514.920000 sec): 3 clusters
  Score: Raw -796692.913709 + Penalty 2977.987707 = -793714.926002
  nChanged 810
		SP:Iteration 3F (127515.110000 sec): 3 clusters
  Score: Raw -797369.326213 + Penalty 2977.987707 = -794391.338506
  nChanged 664
		SP:Iteration 4F (127515.290000 sec): 3 clusters
  Score: Raw -797974.651598 + Penalty 2977.987707 = -794996.663891
  nChanged 587
		SP:Iteration 5F (127515.460000 sec): 3 clusters
  Score: Raw -798520.951098 + Penalty 2977.987707 = -795542.963391
  nChanged 494
		SP:Iteration 6F (127515.640000 sec): 3 clusters
  Score: Raw -798965.858787 + Penalty 2977.987707 = -795987.871080
  nChanged 441
		SP:Iteration 7Q (127515.810000 sec): 3 clusters
  Score: Raw -799324.638918 + Penalty 2977.987707 = -796346.651211
  nChanged 352
		SP:Iteration 8Q (127515.990000 sec): 3 clusters
  Score: Raw -799570.851315 + Penalty 2977.987707 = -796592.863608
  nChanged 271
		SP:Iteration 9Q (127516.180000 sec): 3 clusters
  Score: Raw -799703.895275 + Penalty 2977.987707 = -796725.907568
  nChanged 160
		SP:Iteration 10Q (127516.420000 sec): 3 clusters
  Score: Raw -799768.345197 + Penalty 2977.987707 = -796790.357490
  nChanged 118
		SP:Iteration 11Q (127516.600000 sec): 3 clusters
  Score: Raw -799804.701688 + Penalty 2977.987707 = -796826.713981
  nChanged 80
		SP:Iteration 12Q (127516.830000 sec): 3 clusters
  Score: Raw -799823.204388 + Penalty 2977.987707 = -796845.216681
  nChanged 61
		SP:Iteration 13Q (127517.010000 sec): 3 clusters
  Score: Raw -799837.964367 + Penalty 2977.987707 = -796859.976660
  nChanged 58
		SP:Iteration 14Q (127517.190000 sec): 3 clusters
  Score: Raw -799849.417361 + Penalty 2977.987707 = -796871.429654
  nChanged 51
		SP:Iteration 15Q (127517.380000 sec): 3 clusters
  Score: Raw -799859.121179 + Penalty 2977.987707 = -796881.133472
  nChanged 40
		SP:Iteration 16Q (127517.560000 sec): 3 clusters
  Score: Raw -799866.028296 + Penalty 2977.987707 = -796888.040589
  nChanged 30
		SP:Iteration 17Q (127517.750000 sec): 3 clusters
  Score: Raw -799873.304464 + Penalty 2977.987707 = -796895.316757
  nChanged 47
		SP:Iteration 18Q (127517.940000 sec): 3 clusters
  Score: Raw -799883.400313 + Penalty 2977.987707 = -796905.412606
  nChanged 38
		SP:Iteration 19Q (127518.130000 sec): 3 clusters
  Score: Raw -799889.779498 + Penalty 2977.987707 = -796911.791790
  nChanged 28
		SP:Iteration 20F (127518.260000 sec): 3 clusters
  Score: Raw -799895.002787 + Penalty 2977.987707 = -796917.015080
  nChanged 27
		SP:Iteration 21Q (127518.400000 sec): 3 clusters
  Score: Raw -799899.753420 + Penalty 2977.987707 = -796921.765713
  nChanged 29
		SP:Iteration 22Q (127518.580000 sec): 3 clusters
  Score: Raw -799904.240395 + Penalty 2977.987707 = -796926.252688
  nChanged 24
		SP:Iteration 23Q (127518.770000 sec): 3 clusters
  Score: Raw -799907.602616 + Penalty 2977.987707 = -796929.614909
  nChanged 16
		SP:Iteration 24Q (127518.950000 sec): 3 clusters
  Score: Raw -799910.139972 + Penalty 2977.987707 = -796932.152265
  nChanged 15
		SP:Iteration 25Q (127519.080000 sec): 3 clusters
  Score: Raw -799912.870298 + Penalty 2977.987707 = -796934.882591
  nChanged 15
		SP:Iteration 26Q (127519.220000 sec): 3 clusters
  Score: Raw -799915.186202 + Penalty 2977.987707 = -796937.198495
  nChanged 15
		SP:Iteration 27Q (127519.450000 sec): 3 clusters
  Score: Raw -799917.171400 + Penalty 2977.987707 = -796939.183693
  nChanged 7
		SP:Iteration 28Q (127519.640000 sec): 3 clusters
  Score: Raw -799918.092491 + Penalty 2977.987707 = -796940.104783
  nChanged 5
		SP:Iteration 29Q (127519.820000 sec): 3 clusters
  Score: Raw -799918.652159 + Penalty 2977.987707 = -796940.664452
  nChanged 4
		SP:Iteration 30Q (127519.950000 sec): 3 clusters
  Score: Raw -799919.053752 + Penalty 2977.987707 = -796941.066045
  nChanged 3
		SP:Iteration 31Q (127520.160000 sec): 3 clusters
  Score: Raw -799919.351436 + Penalty 2977.987707 = -796941.363728
  nChanged 2
		SP:Iteration 32Q (127520.290000 sec): 3 clusters
  Score: Raw -799919.596907 + Penalty 2977.987707 = -796941.609199
  nChanged 2
		SP:Iteration 33Q (127520.460000 sec): 3 clusters
  Score: Raw -799919.739324 + Penalty 2977.987707 = -796941.751617
  nChanged 3
		SP:Iteration 34Q (127520.590000 sec): 3 clusters
  Score: Raw -799919.972286 + Penalty 2977.987707 = -796941.984579
  nChanged 4
		SP:Iteration 35Q (127520.810000 sec): 3 clusters
  Score: Raw -799920.171348 + Penalty 2977.987707 = -796942.183641
  nChanged 1
		SP:Iteration 36Q (127521.000000 sec): 3 clusters
  Score: Raw -799920.251071 + Penalty 2977.987707 = -796942.263364
  nChanged 1
		SP:Iteration 37Q (127521.180000 sec): 3 clusters
  Score: Raw -799920.266245 + Penalty 2977.987707 = -796942.278538
  nChanged 0
		SP:Iteration 38F (127521.320000 sec): 3 clusters
  Score: Raw -799920.266245 + Penalty 2977.987707 = -796942.278538
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (2628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127521.380000 sec): 2 clusters
  Score: Raw -212732.468676 + Penalty 1279.521487 = -211452.947190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127521.430000 sec): 3 clusters
  Score: Raw -211493.272505 + Penalty 2559.042973 = -208934.229532
  nChanged 970
		SP:Iteration 1F (127521.480000 sec): 3 clusters
  Score: Raw -212273.224669 + Penalty 2559.042973 = -209714.181695
  nChanged 262
		SP:Iteration 2F (127521.530000 sec): 3 clusters
  Score: Raw -212593.221077 + Penalty 2559.042973 = -210034.178104
  nChanged 215
		SP:Iteration 3F (127521.590000 sec): 3 clusters
  Score: Raw -212892.470753 + Penalty 2559.042973 = -210333.427780
  nChanged 183
		SP:Iteration 4F (127521.630000 sec): 3 clusters
  Score: Raw -213092.455643 + Penalty 2559.042973 = -210533.412669
  nChanged 114
		SP:Iteration 5Q (127521.680000 sec): 3 clusters
  Score: Raw -213218.857535 + Penalty 2559.042973 = -210659.814562
  nChanged 91
		SP:Iteration 6Q (127521.730000 sec): 3 clusters
  Score: Raw -213293.107677 + Penalty 2559.042973 = -210734.064704
  nChanged 54
		SP:Iteration 7Q (127521.780000 sec): 3 clusters
  Score: Raw -213332.500921 + Penalty 2559.042973 = -210773.457948
  nChanged 46
		SP:Iteration 8Q (127521.830000 sec): 3 clusters
  Score: Raw -213367.756418 + Penalty 2559.042973 = -210808.713445
  nChanged 46
		SP:Iteration 9Q (127521.880000 sec): 3 clusters
  Score: Raw -213395.951249 + Penalty 2559.042973 = -210836.908276
  nChanged 32
		SP:Iteration 10Q (127521.930000 sec): 3 clusters
  Score: Raw -213413.426765 + Penalty 2559.042973 = -210854.383791
  nChanged 24
		SP:Iteration 11Q (127521.980000 sec): 3 clusters
  Score: Raw -213427.322810 + Penalty 2559.042973 = -210868.279837
  nChanged 27
		SP:Iteration 12Q (127522.030000 sec): 3 clusters
  Score: Raw -213442.211552 + Penalty 2559.042973 = -210883.168578
  nChanged 24
		SP:Iteration 13Q (127522.070000 sec): 3 clusters
  Score: Raw -213456.254050 + Penalty 2559.042973 = -210897.211076
  nChanged 22
		SP:Iteration 14Q (127522.130000 sec): 3 clusters
  Score: Raw -213470.062639 + Penalty 2559.042973 = -210911.019665
  nChanged 25
		SP:Iteration 15Q (127522.170000 sec): 3 clusters
  Score: Raw -213490.396081 + Penalty 2559.042973 = -210931.353107
  nChanged 27
		SP:Iteration 16Q (127522.220000 sec): 3 clusters
  Score: Raw -213511.277257 + Penalty 2559.042973 = -210952.234283
  nChanged 22
		SP:Iteration 17Q (127522.270000 sec): 3 clusters
  Score: Raw -213519.931816 + Penalty 2559.042973 = -210960.888843
  nChanged 16
		SP:Iteration 18Q (127522.320000 sec): 3 clusters
  Score: Raw -213526.846901 + Penalty 2559.042973 = -210967.803927
  nChanged 9
		SP:Iteration 19Q (127522.370000 sec): 3 clusters
  Score: Raw -213530.419155 + Penalty 2559.042973 = -210971.376182
  nChanged 8
		SP:Iteration 20F (127522.420000 sec): 3 clusters
  Score: Raw -213533.674571 + Penalty 2559.042973 = -210974.631598
  nChanged 7
		SP:Iteration 21Q (127522.470000 sec): 3 clusters
  Score: Raw -213536.499025 + Penalty 2559.042973 = -210977.456052
  nChanged 7
		SP:Iteration 22Q (127522.520000 sec): 3 clusters
  Score: Raw -213541.099018 + Penalty 2559.042973 = -210982.056045
  nChanged 13
		SP:Iteration 23Q (127522.570000 sec): 3 clusters
  Score: Raw -213545.739690 + Penalty 2559.042973 = -210986.696716
  nChanged 11
		SP:Iteration 24Q (127522.610000 sec): 3 clusters
  Score: Raw -213551.367099 + Penalty 2559.042973 = -210992.324125
  nChanged 12
		SP:Iteration 25Q (127522.660000 sec): 3 clusters
  Score: Raw -213558.065109 + Penalty 2559.042973 = -210999.022135
  nChanged 9
		SP:Iteration 26Q (127522.710000 sec): 3 clusters
  Score: Raw -213561.867082 + Penalty 2559.042973 = -211002.824108
  nChanged 10
		SP:Iteration 27Q (127522.760000 sec): 3 clusters
  Score: Raw -213564.710745 + Penalty 2559.042973 = -211005.667771
  nChanged 4
		SP:Iteration 28Q (127522.810000 sec): 3 clusters
  Score: Raw -213565.738451 + Penalty 2559.042973 = -211006.695477
  nChanged 6
		SP:Iteration 29Q (127522.860000 sec): 3 clusters
  Score: Raw -213568.347460 + Penalty 2559.042973 = -211009.304486
  nChanged 4
		SP:Iteration 30Q (127522.910000 sec): 3 clusters
  Score: Raw -213570.815436 + Penalty 2559.042973 = -211011.772463
  nChanged 8
		SP:Iteration 31Q (127522.960000 sec): 3 clusters
  Score: Raw -213575.013806 + Penalty 2559.042973 = -211015.970833
  nChanged 13
		SP:Iteration 32Q (127523.010000 sec): 3 clusters
  Score: Raw -213579.804510 + Penalty 2559.042973 = -211020.761537
  nChanged 4
		SP:Iteration 33Q (127523.050000 sec): 3 clusters
  Score: Raw -213581.007052 + Penalty 2559.042973 = -211021.964079
  nChanged 3
		SP:Iteration 34Q (127523.110000 sec): 3 clusters
  Score: Raw -213582.331131 + Penalty 2559.042973 = -211023.288157
  nChanged 7
		SP:Iteration 35Q (127523.150000 sec): 3 clusters
  Score: Raw -213585.221220 + Penalty 2559.042973 = -211026.178247
  nChanged 9
		SP:Iteration 36Q (127523.200000 sec): 3 clusters
  Score: Raw -213589.349508 + Penalty 2559.042973 = -211030.306535
  nChanged 9
		SP:Iteration 37Q (127523.250000 sec): 3 clusters
  Score: Raw -213593.830243 + Penalty 2559.042973 = -211034.787269
  nChanged 10
		SP:Iteration 38Q (127523.300000 sec): 3 clusters
  Score: Raw -213598.078279 + Penalty 2559.042973 = -211039.035306
  nChanged 9
		SP:Iteration 39Q (127523.350000 sec): 3 clusters
  Score: Raw -213604.057065 + Penalty 2559.042973 = -211045.014091
  nChanged 11
		SP:Iteration 40F (127523.400000 sec): 3 clusters
  Score: Raw -213608.259962 + Penalty 2559.042973 = -211049.216989
  nChanged 12
		SP:Iteration 41Q (127523.450000 sec): 3 clusters
  Score: Raw -213613.448704 + Penalty 2559.042973 = -211054.405731
  nChanged 10
		SP:Iteration 42Q (127523.500000 sec): 3 clusters
  Score: Raw -213616.893417 + Penalty 2559.042973 = -211057.850444
  nChanged 9
		SP:Iteration 43Q (127523.550000 sec): 3 clusters
  Score: Raw -213620.078877 + Penalty 2559.042973 = -211061.035904
  nChanged 5
		SP:Iteration 44Q (127523.590000 sec): 3 clusters
  Score: Raw -213621.656878 + Penalty 2559.042973 = -211062.613904
  nChanged 4
		SP:Iteration 45Q (127523.650000 sec): 3 clusters
  Score: Raw -213623.165732 + Penalty 2559.042973 = -211064.122759
  nChanged 6
		SP:Iteration 46Q (127523.690000 sec): 3 clusters
  Score: Raw -213625.806647 + Penalty 2559.042973 = -211066.763674
  nChanged 6
		SP:Iteration 47Q (127523.860000 sec): 3 clusters
  Score: Raw -213628.342853 + Penalty 2559.042973 = -211069.299880
  nChanged 4
		SP:Iteration 48Q (127524.040000 sec): 3 clusters
  Score: Raw -213629.883944 + Penalty 2559.042973 = -211070.840971
  nChanged 3
		SP:Iteration 49Q (127524.210000 sec): 3 clusters
  Score: Raw -213630.407209 + Penalty 2559.042973 = -211071.364235
  nChanged 2
		SP:Iteration 50Q (127524.390000 sec): 3 clusters
  Score: Raw -213630.767176 + Penalty 2559.042973 = -211071.724203
  nChanged 0
		SP:Iteration 51F (127524.570000 sec): 3 clusters
  Score: Raw -213630.767176 + Penalty 2559.042973 = -211071.724203
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (2943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127524.640000 sec): 2 clusters
  Score: Raw -254213.573760 + Penalty 1297.917522 = -252915.656238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127524.830000 sec): 3 clusters
  Score: Raw -252925.092826 + Penalty 2595.835043 = -250329.257783
  nChanged 1110
		SP:Iteration 1F (127524.990000 sec): 3 clusters
  Score: Raw -253744.988594 + Penalty 2595.835043 = -251149.153551
  nChanged 273
		SP:Iteration 2F (127525.170000 sec): 3 clusters
  Score: Raw -254009.442467 + Penalty 2595.835043 = -251413.607424
  nChanged 183
		SP:Iteration 3F (127525.340000 sec): 3 clusters
  Score: Raw -254203.180198 + Penalty 2595.835043 = -251607.345155
  nChanged 148
		SP:Iteration 4F (127525.520000 sec): 3 clusters
  Score: Raw -254367.525660 + Penalty 2595.835043 = -251771.690617
  nChanged 125
		SP:Iteration 5Q (127525.690000 sec): 3 clusters
  Score: Raw -254492.494047 + Penalty 2595.835043 = -251896.659004
  nChanged 111
		SP:Iteration 6Q (127525.870000 sec): 3 clusters
  Score: Raw -254580.026207 + Penalty 2595.835043 = -251984.191164
  nChanged 104
		SP:Iteration 7Q (127526.050000 sec): 3 clusters
  Score: Raw -254675.272404 + Penalty 2595.835043 = -252079.437361
  nChanged 70
		SP:Iteration 8Q (127526.220000 sec): 3 clusters
  Score: Raw -254741.077728 + Penalty 2595.835043 = -252145.242685
  nChanged 64
		SP:Iteration 9Q (127526.400000 sec): 3 clusters
  Score: Raw -254798.544404 + Penalty 2595.835043 = -252202.709361
  nChanged 63
		SP:Iteration 10Q (127526.540000 sec): 3 clusters
  Score: Raw -254855.265305 + Penalty 2595.835043 = -252259.430262
  nChanged 55
		SP:Iteration 11Q (127526.590000 sec): 3 clusters
  Score: Raw -254915.777676 + Penalty 2595.835043 = -252319.942632
  nChanged 63
		SP:Iteration 12Q (127526.650000 sec): 3 clusters
  Score: Raw -255000.364321 + Penalty 2595.835043 = -252404.529277
  nChanged 63
		SP:Iteration 13Q (127526.700000 sec): 3 clusters
  Score: Raw -255079.494018 + Penalty 2595.835043 = -252483.658975
  nChanged 68
		SP:Iteration 14Q (127526.750000 sec): 3 clusters
  Score: Raw -255127.161516 + Penalty 2595.835043 = -252531.326473
  nChanged 57
		SP:Iteration 15Q (127526.800000 sec): 3 clusters
  Score: Raw -255174.857320 + Penalty 2595.835043 = -252579.022276
  nChanged 47
		SP:Iteration 16Q (127526.850000 sec): 3 clusters
  Score: Raw -255209.459475 + Penalty 2595.835043 = -252613.624432
  nChanged 37
		SP:Iteration 17Q (127526.900000 sec): 3 clusters
  Score: Raw -255226.871665 + Penalty 2595.835043 = -252631.036622
  nChanged 20
		SP:Iteration 18Q (127526.950000 sec): 3 clusters
  Score: Raw -255236.928464 + Penalty 2595.835043 = -252641.093420
  nChanged 12
		SP:Iteration 19Q (127527.000000 sec): 3 clusters
  Score: Raw -255242.320474 + Penalty 2595.835043 = -252646.485431
  nChanged 15
		SP:Iteration 20F (127527.050000 sec): 3 clusters
  Score: Raw -255247.960112 + Penalty 2595.835043 = -252652.125069
  nChanged 8
		SP:Iteration 21Q (127527.110000 sec): 3 clusters
  Score: Raw -255251.294989 + Penalty 2595.835043 = -252655.459946
  nChanged 6
		SP:Iteration 22Q (127527.160000 sec): 3 clusters
  Score: Raw -255252.705100 + Penalty 2595.835043 = -252656.870057
  nChanged 2
		SP:Iteration 23Q (127527.210000 sec): 3 clusters
  Score: Raw -255253.013980 + Penalty 2595.835043 = -252657.178937
  nChanged 2
		SP:Iteration 24Q (127527.260000 sec): 3 clusters
  Score: Raw -255253.257887 + Penalty 2595.835043 = -252657.422844
  nChanged 3
		SP:Iteration 25Q (127527.320000 sec): 3 clusters
  Score: Raw -255253.783305 + Penalty 2595.835043 = -252657.948262
  nChanged 2
		SP:Iteration 26Q (127527.380000 sec): 3 clusters
  Score: Raw -255254.566956 + Penalty 2595.835043 = -252658.731913
  nChanged 3
		SP:Iteration 27Q (127527.430000 sec): 3 clusters
  Score: Raw -255255.035688 + Penalty 2595.835043 = -252659.200645
  nChanged 3
		SP:Iteration 28Q (127527.480000 sec): 3 clusters
  Score: Raw -255256.005159 + Penalty 2595.835043 = -252660.170116
  nChanged 1
		SP:Iteration 29Q (127527.530000 sec): 3 clusters
  Score: Raw -255256.262213 + Penalty 2595.835043 = -252660.427170
  nChanged 0
		SP:Iteration 30F (127527.580000 sec): 3 clusters
  Score: Raw -255256.262213 + Penalty 2595.835043 = -252660.427170
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (9219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127527.710000 sec): 2 clusters
  Score: Raw -706260.097407 + Penalty 1483.466051 = -704776.631356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127527.950000 sec): 3 clusters
  Score: Raw -701160.869529 + Penalty 2966.932102 = -698193.937427
  nChanged 3926
		SP:Iteration 1F (127528.170000 sec): 3 clusters
  Score: Raw -703677.131173 + Penalty 2966.932102 = -700710.199072
  nChanged 767
		SP:Iteration 2F (127528.400000 sec): 3 clusters
  Score: Raw -704254.041323 + Penalty 2966.932102 = -701287.109221
  nChanged 693
		SP:Iteration 3F (127528.590000 sec): 3 clusters
  Score: Raw -704790.074667 + Penalty 2966.932102 = -701823.142566
  nChanged 648
		SP:Iteration 4F (127528.780000 sec): 3 clusters
  Score: Raw -705303.905564 + Penalty 2966.932102 = -702336.973463
  nChanged 562
		SP:Iteration 5F (127529.020000 sec): 3 clusters
  Score: Raw -705700.311878 + Penalty 2966.932102 = -702733.379776
  nChanged 448
		SP:Iteration 6Q (127529.210000 sec): 3 clusters
  Score: Raw -705974.237396 + Penalty 2966.932102 = -703007.305294
  nChanged 343
		SP:Iteration 7Q (127529.390000 sec): 3 clusters
  Score: Raw -706166.416167 + Penalty 2966.932102 = -703199.484065
  nChanged 327
		SP:Iteration 8Q (127529.530000 sec): 3 clusters
  Score: Raw -706351.292504 + Penalty 2966.932102 = -703384.360402
  nChanged 262
		SP:Iteration 9Q (127529.680000 sec): 3 clusters
  Score: Raw -706483.452131 + Penalty 2966.932102 = -703516.520030
  nChanged 207
		SP:Iteration 10Q (127529.830000 sec): 3 clusters
  Score: Raw -706576.541292 + Penalty 2966.932102 = -703609.609191
  nChanged 164
		SP:Iteration 11Q (127529.980000 sec): 3 clusters
  Score: Raw -706642.866446 + Penalty 2966.932102 = -703675.934344
  nChanged 132
		SP:Iteration 12Q (127530.120000 sec): 3 clusters
  Score: Raw -706687.181806 + Penalty 2966.932102 = -703720.249705
  nChanged 104
		SP:Iteration 13Q (127530.280000 sec): 3 clusters
  Score: Raw -706719.929445 + Penalty 2966.932102 = -703752.997344
  nChanged 89
		SP:Iteration 14Q (127530.420000 sec): 3 clusters
  Score: Raw -706744.578590 + Penalty 2966.932102 = -703777.646488
  nChanged 78
		SP:Iteration 15Q (127530.560000 sec): 3 clusters
  Score: Raw -706765.726576 + Penalty 2966.932102 = -703798.794474
  nChanged 77
		SP:Iteration 16Q (127530.710000 sec): 3 clusters
  Score: Raw -706785.944771 + Penalty 2966.932102 = -703819.012669
  nChanged 63
		SP:Iteration 17Q (127530.870000 sec): 3 clusters
  Score: Raw -706803.708000 + Penalty 2966.932102 = -703836.775898
  nChanged 66
		SP:Iteration 18Q (127531.020000 sec): 3 clusters
  Score: Raw -706818.732027 + Penalty 2966.932102 = -703851.799926
  nChanged 46
		SP:Iteration 19Q (127531.160000 sec): 3 clusters
  Score: Raw -706827.845807 + Penalty 2966.932102 = -703860.913706
  nChanged 33
		SP:Iteration 20F (127531.310000 sec): 3 clusters
  Score: Raw -706833.719344 + Penalty 2966.932102 = -703866.787242
  nChanged 18
		SP:Iteration 21Q (127531.460000 sec): 3 clusters
  Score: Raw -706836.755581 + Penalty 2966.932102 = -703869.823480
  nChanged 20
		SP:Iteration 22Q (127531.650000 sec): 3 clusters
  Score: Raw -706839.346563 + Penalty 2966.932102 = -703872.414462
  nChanged 20
		SP:Iteration 23Q (127531.840000 sec): 3 clusters
  Score: Raw -706843.504633 + Penalty 2966.932102 = -703876.572531
  nChanged 28
		SP:Iteration 24Q (127532.030000 sec): 3 clusters
  Score: Raw -706849.001881 + Penalty 2966.932102 = -703882.069780
  nChanged 29
		SP:Iteration 25Q (127532.220000 sec): 3 clusters
  Score: Raw -706854.873798 + Penalty 2966.932102 = -703887.941697
  nChanged 34
		SP:Iteration 26Q (127532.430000 sec): 3 clusters
  Score: Raw -706862.596138 + Penalty 2966.932102 = -703895.664037
  nChanged 32
		SP:Iteration 27Q (127532.610000 sec): 3 clusters
  Score: Raw -706869.334542 + Penalty 2966.932102 = -703902.402440
  nChanged 38
		SP:Iteration 28Q (127532.810000 sec): 3 clusters
  Score: Raw -706876.196984 + Penalty 2966.932102 = -703909.264882
  nChanged 33
		SP:Iteration 29Q (127532.990000 sec): 3 clusters
  Score: Raw -706883.405612 + Penalty 2966.932102 = -703916.473510
  nChanged 27
		SP:Iteration 30Q (127533.220000 sec): 3 clusters
  Score: Raw -706886.703615 + Penalty 2966.932102 = -703919.771513
  nChanged 16
		SP:Iteration 31Q (127533.410000 sec): 3 clusters
  Score: Raw -706888.695717 + Penalty 2966.932102 = -703921.763615
  nChanged 16
		SP:Iteration 32Q (127533.600000 sec): 3 clusters
  Score: Raw -706890.728348 + Penalty 2966.932102 = -703923.796247
  nChanged 12
		SP:Iteration 33Q (127533.830000 sec): 3 clusters
  Score: Raw -706892.722569 + Penalty 2966.932102 = -703925.790467
  nChanged 16
		SP:Iteration 34Q (127534.020000 sec): 3 clusters
  Score: Raw -706895.511621 + Penalty 2966.932102 = -703928.579520
  nChanged 13
		SP:Iteration 35Q (127534.160000 sec): 3 clusters
  Score: Raw -706897.479866 + Penalty 2966.932102 = -703930.547765
  nChanged 15
		SP:Iteration 36Q (127534.310000 sec): 3 clusters
  Score: Raw -706899.889595 + Penalty 2966.932102 = -703932.957494
  nChanged 18
		SP:Iteration 37Q (127534.440000 sec): 3 clusters
  Score: Raw -706903.116452 + Penalty 2966.932102 = -703936.184350
  nChanged 28
		SP:Iteration 38Q (127534.670000 sec): 3 clusters
  Score: Raw -706907.519624 + Penalty 2966.932102 = -703940.587523
  nChanged 24
		SP:Iteration 39Q (127534.870000 sec): 3 clusters
  Score: Raw -706911.484527 + Penalty 2966.932102 = -703944.552426
  nChanged 26
		SP:Iteration 40F (127535.020000 sec): 3 clusters
  Score: Raw -706917.695174 + Penalty 2966.932102 = -703950.763072
  nChanged 24
		SP:Iteration 41Q (127535.210000 sec): 3 clusters
  Score: Raw -706924.068478 + Penalty 2966.932102 = -703957.136376
  nChanged 33
		SP:Iteration 42Q (127535.360000 sec): 3 clusters
  Score: Raw -706930.654026 + Penalty 2966.932102 = -703963.721925
  nChanged 30
		SP:Iteration 43Q (127535.490000 sec): 3 clusters
  Score: Raw -706935.439356 + Penalty 2966.932102 = -703968.507255
  nChanged 22
		SP:Iteration 44Q (127535.760000 sec): 3 clusters
  Score: Raw -706939.661835 + Penalty 2966.932102 = -703972.729734
  nChanged 20
		SP:Iteration 45Q (127535.940000 sec): 3 clusters
  Score: Raw -706943.522984 + Penalty 2966.932102 = -703976.590883
  nChanged 22
		SP:Iteration 46Q (127536.130000 sec): 3 clusters
  Score: Raw -706949.486675 + Penalty 2966.932102 = -703982.554573
  nChanged 32
		SP:Iteration 47Q (127536.320000 sec): 3 clusters
  Score: Raw -706959.402909 + Penalty 2966.932102 = -703992.470808
  nChanged 36
		SP:Iteration 48Q (127536.520000 sec): 3 clusters
  Score: Raw -706970.322556 + Penalty 2966.932102 = -704003.390454
  nChanged 37
		SP:Iteration 49Q (127536.800000 sec): 3 clusters
  Score: Raw -706978.841001 + Penalty 2966.932102 = -704011.908899
  nChanged 21
		SP:Iteration 50Q (127536.940000 sec): 3 clusters
  Score: Raw -706984.754146 + Penalty 2966.932102 = -704017.822045
  nChanged 29
		SP:Iteration 51Q (127537.130000 sec): 3 clusters
  Score: Raw -706992.856919 + Penalty 2966.932102 = -704025.924818
  nChanged 24
		SP:Iteration 52Q (127537.320000 sec): 3 clusters
  Score: Raw -706998.887855 + Penalty 2966.932102 = -704031.955754
  nChanged 29
		SP:Iteration 53Q (127537.520000 sec): 3 clusters
  Score: Raw -707005.388531 + Penalty 2966.932102 = -704038.456429
  nChanged 20
		SP:Iteration 54Q (127537.700000 sec): 3 clusters
  Score: Raw -707010.389092 + Penalty 2966.932102 = -704043.456991
  nChanged 23
		SP:Iteration 55Q (127537.840000 sec): 3 clusters
  Score: Raw -707016.511805 + Penalty 2966.932102 = -704049.579704
  nChanged 22
		SP:Iteration 56Q (127538.100000 sec): 3 clusters
  Score: Raw -707021.468137 + Penalty 2966.932102 = -704054.536035
  nChanged 21
		SP:Iteration 57Q (127538.280000 sec): 3 clusters
  Score: Raw -707025.146560 + Penalty 2966.932102 = -704058.214459
  nChanged 12
		SP:Iteration 58Q (127538.480000 sec): 3 clusters
  Score: Raw -707027.615037 + Penalty 2966.932102 = -704060.682936
  nChanged 11
		SP:Iteration 59Q (127538.670000 sec): 3 clusters
  Score: Raw -707029.331344 + Penalty 2966.932102 = -704062.399242
  nChanged 11
		SP:Iteration 60F (127538.850000 sec): 3 clusters
  Score: Raw -707031.399294 + Penalty 2966.932102 = -704064.467192
  nChanged 17
		SP:Iteration 61Q (127539.050000 sec): 3 clusters
  Score: Raw -707034.043149 + Penalty 2966.932102 = -704067.111047
  nChanged 11
		SP:Iteration 62Q (127539.240000 sec): 3 clusters
  Score: Raw -707035.755071 + Penalty 2966.932102 = -704068.822969
  nChanged 4
		SP:Iteration 63Q (127539.430000 sec): 3 clusters
  Score: Raw -707036.135117 + Penalty 2966.932102 = -704069.203015
  nChanged 2
		SP:Iteration 64Q (127539.620000 sec): 3 clusters
  Score: Raw -707036.359965 + Penalty 2966.932102 = -704069.427864
  nChanged 2
		SP:Iteration 65Q (127539.820000 sec): 3 clusters
  Score: Raw -707036.684297 + Penalty 2966.932102 = -704069.752195
  nChanged 3
		SP:Iteration 66Q (127539.950000 sec): 3 clusters
  Score: Raw -707037.107522 + Penalty 2966.932102 = -704070.175420
  nChanged 1
		SP:Iteration 67Q (127540.170000 sec): 3 clusters
  Score: Raw -707037.311348 + Penalty 2966.932102 = -704070.379247
  nChanged 2
		SP:Iteration 68Q (127540.360000 sec): 3 clusters
  Score: Raw -707037.463250 + Penalty 2966.932102 = -704070.531149
  nChanged 1
		SP:Iteration 69Q (127540.550000 sec): 3 clusters
  Score: Raw -707037.549806 + Penalty 2966.932102 = -704070.617704
  nChanged 0
		SP:Iteration 70F (127540.740000 sec): 3 clusters
  Score: Raw -707037.549806 + Penalty 2966.932102 = -704070.617704
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (6419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127540.850000 sec): 2 clusters
  Score: Raw -542826.195882 + Penalty 1424.640363 = -541401.555519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127541.060000 sec): 3 clusters
  Score: Raw -539411.544966 + Penalty 2849.280727 = -536562.264239
  nChanged 2670
		SP:Iteration 1F (127541.230000 sec): 3 clusters
  Score: Raw -541049.025080 + Penalty 2849.280727 = -538199.744353
  nChanged 581
		SP:Iteration 2F (127541.390000 sec): 3 clusters
  Score: Raw -541527.496353 + Penalty 2849.280727 = -538678.215626
  nChanged 487
		SP:Iteration 3F (127541.560000 sec): 3 clusters
  Score: Raw -541904.767273 + Penalty 2849.280727 = -539055.486546
  nChanged 405
		SP:Iteration 4F (127541.720000 sec): 3 clusters
  Score: Raw -542151.865861 + Penalty 2849.280727 = -539302.585134
  nChanged 284
		SP:Iteration 5Q (127541.890000 sec): 3 clusters
  Score: Raw -542290.308784 + Penalty 2849.280727 = -539441.028057
  nChanged 213
		SP:Iteration 6Q (127542.050000 sec): 3 clusters
  Score: Raw -542385.383904 + Penalty 2849.280727 = -539536.103177
  nChanged 168
		SP:Iteration 7Q (127542.260000 sec): 3 clusters
  Score: Raw -542462.126618 + Penalty 2849.280727 = -539612.845891
  nChanged 144
		SP:Iteration 8Q (127542.420000 sec): 3 clusters
  Score: Raw -542523.074507 + Penalty 2849.280727 = -539673.793780
  nChanged 117
		SP:Iteration 9Q (127542.590000 sec): 3 clusters
  Score: Raw -542566.569795 + Penalty 2849.280727 = -539717.289068
  nChanged 120
		SP:Iteration 10Q (127542.760000 sec): 3 clusters
  Score: Raw -542607.943729 + Penalty 2849.280727 = -539758.663002
  nChanged 93
		SP:Iteration 11Q (127542.960000 sec): 3 clusters
  Score: Raw -542639.649457 + Penalty 2849.280727 = -539790.368730
  nChanged 77
		SP:Iteration 12Q (127543.130000 sec): 3 clusters
  Score: Raw -542666.330102 + Penalty 2849.280727 = -539817.049375
  nChanged 89
		SP:Iteration 13Q (127543.290000 sec): 3 clusters
  Score: Raw -542697.356187 + Penalty 2849.280727 = -539848.075460
  nChanged 80
		SP:Iteration 14Q (127543.490000 sec): 3 clusters
  Score: Raw -542725.434452 + Penalty 2849.280727 = -539876.153725
  nChanged 78
		SP:Iteration 15Q (127543.590000 sec): 3 clusters
  Score: Raw -542751.936348 + Penalty 2849.280727 = -539902.655621
  nChanged 84
		SP:Iteration 16Q (127543.690000 sec): 3 clusters
  Score: Raw -542790.577615 + Penalty 2849.280727 = -539941.296888
  nChanged 98
		SP:Iteration 17Q (127543.790000 sec): 3 clusters
  Score: Raw -542839.138960 + Penalty 2849.280727 = -539989.858233
  nChanged 105
		SP:Iteration 18Q (127543.890000 sec): 3 clusters
  Score: Raw -542878.081415 + Penalty 2849.280727 = -540028.800688
  nChanged 91
		SP:Iteration 19Q (127543.990000 sec): 3 clusters
  Score: Raw -542906.734430 + Penalty 2849.280727 = -540057.453703
  nChanged 63
		SP:Iteration 20F (127544.090000 sec): 3 clusters
  Score: Raw -542929.655533 + Penalty 2849.280727 = -540080.374807
  nChanged 70
		SP:Iteration 21Q (127544.190000 sec): 3 clusters
  Score: Raw -542953.368070 + Penalty 2849.280727 = -540104.087343
  nChanged 60
		SP:Iteration 22Q (127544.290000 sec): 3 clusters
  Score: Raw -542971.711273 + Penalty 2849.280727 = -540122.430546
  nChanged 51
		SP:Iteration 23Q (127544.390000 sec): 3 clusters
  Score: Raw -542984.650482 + Penalty 2849.280727 = -540135.369755
  nChanged 32
		SP:Iteration 24Q (127544.490000 sec): 3 clusters
  Score: Raw -542993.807800 + Penalty 2849.280727 = -540144.527073
  nChanged 32
		SP:Iteration 25Q (127544.590000 sec): 3 clusters
  Score: Raw -543002.210946 + Penalty 2849.280727 = -540152.930219
  nChanged 31
		SP:Iteration 26Q (127544.690000 sec): 3 clusters
  Score: Raw -543009.202127 + Penalty 2849.280727 = -540159.921401
  nChanged 20
		SP:Iteration 27Q (127544.790000 sec): 3 clusters
  Score: Raw -543013.787205 + Penalty 2849.280727 = -540164.506478
  nChanged 14
		SP:Iteration 28Q (127544.890000 sec): 3 clusters
  Score: Raw -543015.867597 + Penalty 2849.280727 = -540166.586870
  nChanged 12
		SP:Iteration 29Q (127544.990000 sec): 3 clusters
  Score: Raw -543017.820031 + Penalty 2849.280727 = -540168.539304
  nChanged 8
		SP:Iteration 30Q (127545.090000 sec): 3 clusters
  Score: Raw -543019.307053 + Penalty 2849.280727 = -540170.026326
  nChanged 10
		SP:Iteration 31Q (127545.180000 sec): 3 clusters
  Score: Raw -543022.577907 + Penalty 2849.280727 = -540173.297180
  nChanged 14
		SP:Iteration 32Q (127545.280000 sec): 3 clusters
  Score: Raw -543026.480555 + Penalty 2849.280727 = -540177.199828
  nChanged 15
		SP:Iteration 33Q (127545.470000 sec): 3 clusters
  Score: Raw -543029.237796 + Penalty 2849.280727 = -540179.957069
  nChanged 8
		SP:Iteration 34Q (127545.680000 sec): 3 clusters
  Score: Raw -543031.150379 + Penalty 2849.280727 = -540181.869653
  nChanged 11
		SP:Iteration 35Q (127545.830000 sec): 3 clusters
  Score: Raw -543033.238417 + Penalty 2849.280727 = -540183.957690
  nChanged 13
		SP:Iteration 36Q (127545.990000 sec): 3 clusters
  Score: Raw -543035.678379 + Penalty 2849.280727 = -540186.397652
  nChanged 11
		SP:Iteration 37Q (127546.160000 sec): 3 clusters
  Score: Raw -543037.450967 + Penalty 2849.280727 = -540188.170240
  nChanged 9
		SP:Iteration 38Q (127546.320000 sec): 3 clusters
  Score: Raw -543038.651367 + Penalty 2849.280727 = -540189.370640
  nChanged 4
		SP:Iteration 39Q (127546.480000 sec): 3 clusters
  Score: Raw -543039.517381 + Penalty 2849.280727 = -540190.236654
  nChanged 5
		SP:Iteration 40F (127546.650000 sec): 3 clusters
  Score: Raw -543040.255307 + Penalty 2849.280727 = -540190.974580
  nChanged 4
		SP:Iteration 41Q (127546.810000 sec): 3 clusters
  Score: Raw -543041.165259 + Penalty 2849.280727 = -540191.884532
  nChanged 6
		SP:Iteration 42Q (127546.980000 sec): 3 clusters
  Score: Raw -543042.046315 + Penalty 2849.280727 = -540192.765588
  nChanged 4
		SP:Iteration 43Q (127547.140000 sec): 3 clusters
  Score: Raw -543042.674749 + Penalty 2849.280727 = -540193.394022
  nChanged 6
		SP:Iteration 44Q (127547.300000 sec): 3 clusters
  Score: Raw -543044.030776 + Penalty 2849.280727 = -540194.750049
  nChanged 11
		SP:Iteration 45Q (127547.470000 sec): 3 clusters
  Score: Raw -543046.305756 + Penalty 2849.280727 = -540197.025029
  nChanged 13
		SP:Iteration 46Q (127547.630000 sec): 3 clusters
  Score: Raw -543049.573619 + Penalty 2849.280727 = -540200.292892
  nChanged 12
		SP:Iteration 47Q (127547.790000 sec): 3 clusters
  Score: Raw -543052.603658 + Penalty 2849.280727 = -540203.322931
  nChanged 10
		SP:Iteration 48Q (127547.960000 sec): 3 clusters
  Score: Raw -543055.216215 + Penalty 2849.280727 = -540205.935488
  nChanged 14
		SP:Iteration 49Q (127548.120000 sec): 3 clusters
  Score: Raw -543057.795374 + Penalty 2849.280727 = -540208.514647
  nChanged 8
		SP:Iteration 50Q (127548.280000 sec): 3 clusters
  Score: Raw -543058.855717 + Penalty 2849.280727 = -540209.574990
  nChanged 6
		SP:Iteration 51Q (127548.450000 sec): 3 clusters
  Score: Raw -543060.173297 + Penalty 2849.280727 = -540210.892570
  nChanged 8
		SP:Iteration 52Q (127548.610000 sec): 3 clusters
  Score: Raw -543061.453010 + Penalty 2849.280727 = -540212.172283
  nChanged 3
		SP:Iteration 53Q (127548.780000 sec): 3 clusters
  Score: Raw -543061.850023 + Penalty 2849.280727 = -540212.569296
  nChanged 1
		SP:Iteration 54Q (127548.970000 sec): 3 clusters
  Score: Raw -543062.109616 + Penalty 2849.280727 = -540212.828889
  nChanged 2
		SP:Iteration 55Q (127549.120000 sec): 3 clusters
  Score: Raw -543062.462926 + Penalty 2849.280727 = -540213.182199
  nChanged 2
		SP:Iteration 56Q (127549.270000 sec): 3 clusters
  Score: Raw -543062.751417 + Penalty 2849.280727 = -540213.470690
  nChanged 1
		SP:Iteration 57Q (127549.420000 sec): 3 clusters
  Score: Raw -543062.993225 + Penalty 2849.280727 = -540213.712498
  nChanged 2
		SP:Iteration 58Q (127549.570000 sec): 3 clusters
  Score: Raw -543063.474514 + Penalty 2849.280727 = -540214.193788
  nChanged 2
		SP:Iteration 59Q (127549.730000 sec): 3 clusters
  Score: Raw -543063.848395 + Penalty 2849.280727 = -540214.567668
  nChanged 3
		SP:Iteration 60F (127549.900000 sec): 3 clusters
  Score: Raw -543064.392196 + Penalty 2849.280727 = -540215.111469
  nChanged 2
		SP:Iteration 61Q (127550.060000 sec): 3 clusters
  Score: Raw -543064.703122 + Penalty 2849.280727 = -540215.422395
  nChanged 3
		SP:Iteration 62Q (127550.220000 sec): 3 clusters
  Score: Raw -543065.113655 + Penalty 2849.280727 = -540215.832928
  nChanged 4
		SP:Iteration 63Q (127550.390000 sec): 3 clusters
  Score: Raw -543065.610921 + Penalty 2849.280727 = -540216.330194
  nChanged 1
		SP:Iteration 64Q (127550.550000 sec): 3 clusters
  Score: Raw -543065.825797 + Penalty 2849.280727 = -540216.545070
  nChanged 0
		SP:Iteration 65F (127550.720000 sec): 3 clusters
  Score: Raw -543065.825797 + Penalty 2849.280727 = -540216.545070
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (7692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127550.820000 sec): 2 clusters
  Score: Raw -636150.361057 + Penalty 1454.039617 = -634696.321439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127551.060000 sec): 3 clusters
  Score: Raw -631990.212013 + Penalty 2908.079235 = -629082.132778
  nChanged 3317
		SP:Iteration 1F (127551.220000 sec): 3 clusters
  Score: Raw -634368.013841 + Penalty 2908.079235 = -631459.934606
  nChanged 812
		SP:Iteration 2F (127551.420000 sec): 3 clusters
  Score: Raw -635194.314823 + Penalty 2908.079235 = -632286.235588
  nChanged 681
		SP:Iteration 3F (127551.620000 sec): 3 clusters
  Score: Raw -635830.161801 + Penalty 2908.079235 = -632922.082566
  nChanged 523
		SP:Iteration 4F (127551.820000 sec): 3 clusters
  Score: Raw -636248.397330 + Penalty 2908.079235 = -633340.318095
  nChanged 388
		SP:Iteration 5F (127552.020000 sec): 3 clusters
  Score: Raw -636546.877891 + Penalty 2908.079235 = -633638.798657
  nChanged 306
		SP:Iteration 6Q (127552.220000 sec): 3 clusters
  Score: Raw -636773.432893 + Penalty 2908.079235 = -633865.353658
  nChanged 243
		SP:Iteration 7Q (127552.460000 sec): 3 clusters
  Score: Raw -636948.215522 + Penalty 2908.079235 = -634040.136287
  nChanged 209
		SP:Iteration 8Q (127552.620000 sec): 3 clusters
  Score: Raw -637058.300461 + Penalty 2908.079235 = -634150.221227
  nChanged 136
		SP:Iteration 9Q (127552.810000 sec): 3 clusters
  Score: Raw -637122.267284 + Penalty 2908.079235 = -634214.188050
  nChanged 113
		SP:Iteration 10Q (127553.010000 sec): 3 clusters
  Score: Raw -637173.707034 + Penalty 2908.079235 = -634265.627799
  nChanged 100
		SP:Iteration 11Q (127553.210000 sec): 3 clusters
  Score: Raw -637213.533108 + Penalty 2908.079235 = -634305.453874
  nChanged 84
		SP:Iteration 12Q (127553.410000 sec): 3 clusters
  Score: Raw -637240.649068 + Penalty 2908.079235 = -634332.569834
  nChanged 76
		SP:Iteration 13Q (127553.610000 sec): 3 clusters
  Score: Raw -637269.342709 + Penalty 2908.079235 = -634361.263475
  nChanged 54
		SP:Iteration 14Q (127553.810000 sec): 3 clusters
  Score: Raw -637291.423377 + Penalty 2908.079235 = -634383.344143
  nChanged 58
		SP:Iteration 15Q (127554.010000 sec): 3 clusters
  Score: Raw -637313.299857 + Penalty 2908.079235 = -634405.220622
  nChanged 48
		SP:Iteration 16Q (127554.210000 sec): 3 clusters
  Score: Raw -637329.693819 + Penalty 2908.079235 = -634421.614584
  nChanged 42
		SP:Iteration 17Q (127554.410000 sec): 3 clusters
  Score: Raw -637346.748177 + Penalty 2908.079235 = -634438.668942
  nChanged 49
		SP:Iteration 18Q (127554.610000 sec): 3 clusters
  Score: Raw -637364.701722 + Penalty 2908.079235 = -634456.622487
  nChanged 39
		SP:Iteration 19Q (127554.810000 sec): 3 clusters
  Score: Raw -637380.006613 + Penalty 2908.079235 = -634471.927378
  nChanged 38
		SP:Iteration 20F (127555.040000 sec): 3 clusters
  Score: Raw -637395.140596 + Penalty 2908.079235 = -634487.061362
  nChanged 43
		SP:Iteration 21Q (127555.200000 sec): 3 clusters
  Score: Raw -637407.987408 + Penalty 2908.079235 = -634499.908174
  nChanged 31
		SP:Iteration 22Q (127555.400000 sec): 3 clusters
  Score: Raw -637417.413342 + Penalty 2908.079235 = -634509.334108
  nChanged 29
		SP:Iteration 23Q (127555.600000 sec): 3 clusters
  Score: Raw -637426.348439 + Penalty 2908.079235 = -634518.269205
  nChanged 27
		SP:Iteration 24Q (127555.800000 sec): 3 clusters
  Score: Raw -637434.259620 + Penalty 2908.079235 = -634526.180386
  nChanged 31
		SP:Iteration 25Q (127556.000000 sec): 3 clusters
  Score: Raw -637441.745844 + Penalty 2908.079235 = -634533.666609
  nChanged 22
		SP:Iteration 26Q (127556.200000 sec): 3 clusters
  Score: Raw -637445.805669 + Penalty 2908.079235 = -634537.726435
  nChanged 20
		SP:Iteration 27Q (127556.400000 sec): 3 clusters
  Score: Raw -637451.115211 + Penalty 2908.079235 = -634543.035976
  nChanged 17
		SP:Iteration 28Q (127556.600000 sec): 3 clusters
  Score: Raw -637453.915353 + Penalty 2908.079235 = -634545.836119
  nChanged 7
		SP:Iteration 29Q (127556.780000 sec): 3 clusters
  Score: Raw -637454.758749 + Penalty 2908.079235 = -634546.679514
  nChanged 3
		SP:Iteration 30Q (127556.970000 sec): 3 clusters
  Score: Raw -637455.252096 + Penalty 2908.079235 = -634547.172862
  nChanged 2
		SP:Iteration 31Q (127557.180000 sec): 3 clusters
  Score: Raw -637455.427039 + Penalty 2908.079235 = -634547.347805
  nChanged 2
		SP:Iteration 32Q (127557.380000 sec): 3 clusters
  Score: Raw -637455.809016 + Penalty 2908.079235 = -634547.729782
  nChanged 1
		SP:Iteration 33Q (127557.570000 sec): 3 clusters
  Score: Raw -637455.922538 + Penalty 2908.079235 = -634547.843303
  nChanged 1
		SP:Iteration 34Q (127557.770000 sec): 3 clusters
  Score: Raw -637455.973709 + Penalty 2908.079235 = -634547.894474
  nChanged 0
		SP:Iteration 35F (127557.970000 sec): 3 clusters
  Score: Raw -637455.973709 + Penalty 2908.079235 = -634547.894474
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (2164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127558.040000 sec): 2 clusters
  Score: Raw -200559.053174 + Penalty 1247.953466 = -199311.099707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127558.220000 sec): 3 clusters
  Score: Raw -199635.783191 + Penalty 2495.906933 = -197139.876258
  nChanged 782
		SP:Iteration 1F (127558.390000 sec): 3 clusters
  Score: Raw -200136.096303 + Penalty 2495.906933 = -197640.189370
  nChanged 173
		SP:Iteration 2F (127558.570000 sec): 3 clusters
  Score: Raw -200296.007488 + Penalty 2495.906933 = -197800.100555
  nChanged 161
		SP:Iteration 3F (127558.740000 sec): 3 clusters
  Score: Raw -200464.179998 + Penalty 2495.906933 = -197968.273065
  nChanged 153
		SP:Iteration 4F (127558.920000 sec): 3 clusters
  Score: Raw -200637.726569 + Penalty 2495.906933 = -198141.819636
  nChanged 140
		SP:Iteration 5F (127559.100000 sec): 3 clusters
  Score: Raw -200794.380471 + Penalty 2495.906933 = -198298.473538
  nChanged 108
		SP:Iteration 6Q (127559.270000 sec): 3 clusters
  Score: Raw -200894.042991 + Penalty 2495.906933 = -198398.136058
  nChanged 62
		SP:Iteration 7Q (127559.460000 sec): 3 clusters
  Score: Raw -200943.118732 + Penalty 2495.906933 = -198447.211799
  nChanged 51
		SP:Iteration 8Q (127559.620000 sec): 3 clusters
  Score: Raw -200987.485122 + Penalty 2495.906933 = -198491.578189
  nChanged 38
		SP:Iteration 9Q (127559.800000 sec): 3 clusters
  Score: Raw -201020.252674 + Penalty 2495.906933 = -198524.345741
  nChanged 36
		SP:Iteration 10Q (127559.970000 sec): 3 clusters
  Score: Raw -201059.311504 + Penalty 2495.906933 = -198563.404572
  nChanged 28
		SP:Iteration 11Q (127560.150000 sec): 3 clusters
  Score: Raw -201082.123241 + Penalty 2495.906933 = -198586.216308
  nChanged 23
		SP:Iteration 12Q (127560.320000 sec): 3 clusters
  Score: Raw -201097.660114 + Penalty 2495.906933 = -198601.753181
  nChanged 13
		SP:Iteration 13Q (127560.500000 sec): 3 clusters
  Score: Raw -201109.161920 + Penalty 2495.906933 = -198613.254987
  nChanged 21
		SP:Iteration 14Q (127560.680000 sec): 3 clusters
  Score: Raw -201125.574255 + Penalty 2495.906933 = -198629.667322
  nChanged 15
		SP:Iteration 15Q (127560.850000 sec): 3 clusters
  Score: Raw -201142.887288 + Penalty 2495.906933 = -198646.980355
  nChanged 15
		SP:Iteration 16Q (127561.030000 sec): 3 clusters
  Score: Raw -201154.032480 + Penalty 2495.906933 = -198658.125547
  nChanged 17
		SP:Iteration 17Q (127561.200000 sec): 3 clusters
  Score: Raw -201163.109949 + Penalty 2495.906933 = -198667.203016
  nChanged 6
		SP:Iteration 18Q (127561.380000 sec): 3 clusters
  Score: Raw -201165.256951 + Penalty 2495.906933 = -198669.350018
  nChanged 6
		SP:Iteration 19Q (127561.560000 sec): 3 clusters
  Score: Raw -201168.754002 + Penalty 2495.906933 = -198672.847069
  nChanged 5
		SP:Iteration 20F (127561.730000 sec): 3 clusters
  Score: Raw -201171.642784 + Penalty 2495.906933 = -198675.735851
  nChanged 5
		SP:Iteration 21Q (127561.910000 sec): 3 clusters
  Score: Raw -201174.126365 + Penalty 2495.906933 = -198678.219432
  nChanged 6
		SP:Iteration 22Q (127562.090000 sec): 3 clusters
  Score: Raw -201176.823172 + Penalty 2495.906933 = -198680.916239
  nChanged 3
		SP:Iteration 23Q (127562.260000 sec): 3 clusters
  Score: Raw -201178.494890 + Penalty 2495.906933 = -198682.587957
  nChanged 6
		SP:Iteration 24Q (127562.440000 sec): 3 clusters
  Score: Raw -201181.685077 + Penalty 2495.906933 = -198685.778144
  nChanged 4
		SP:Iteration 25Q (127562.610000 sec): 3 clusters
  Score: Raw -201183.699632 + Penalty 2495.906933 = -198687.792699
  nChanged 2
		SP:Iteration 26Q (127562.790000 sec): 3 clusters
  Score: Raw -201185.434005 + Penalty 2495.906933 = -198689.527072
  nChanged 4
		SP:Iteration 27Q (127562.970000 sec): 3 clusters
  Score: Raw -201188.900341 + Penalty 2495.906933 = -198692.993408
  nChanged 8
		SP:Iteration 28Q (127563.140000 sec): 3 clusters
  Score: Raw -201192.172393 + Penalty 2495.906933 = -198696.265460
  nChanged 2
		SP:Iteration 29Q (127563.320000 sec): 3 clusters
  Score: Raw -201194.187961 + Penalty 2495.906933 = -198698.281028
  nChanged 6
		SP:Iteration 30Q (127563.490000 sec): 3 clusters
  Score: Raw -201196.320527 + Penalty 2495.906933 = -198700.413594
  nChanged 3
		SP:Iteration 31Q (127563.670000 sec): 3 clusters
  Score: Raw -201197.493781 + Penalty 2495.906933 = -198701.586848
  nChanged 2
		SP:Iteration 32Q (127563.810000 sec): 3 clusters
  Score: Raw -201198.035849 + Penalty 2495.906933 = -198702.128916
  nChanged 1
		SP:Iteration 33Q (127563.860000 sec): 3 clusters
  Score: Raw -201198.648843 + Penalty 2495.906933 = -198702.741910
  nChanged 1
		SP:Iteration 34Q (127563.900000 sec): 3 clusters
  Score: Raw -201198.921476 + Penalty 2495.906933 = -198703.014543
  nChanged 1
		SP:Iteration 35Q (127563.950000 sec): 3 clusters
  Score: Raw -201199.337165 + Penalty 2495.906933 = -198703.430232
  nChanged 1
		SP:Iteration 36Q (127563.990000 sec): 3 clusters
  Score: Raw -201199.767704 + Penalty 2495.906933 = -198703.860771
  nChanged 0
		SP:Iteration 37F (127564.030000 sec): 3 clusters
  Score: Raw -201199.767704 + Penalty 2495.906933 = -198703.860771
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (4550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127564.130000 sec): 2 clusters
  Score: Raw -446574.244640 + Penalty 1368.718408 = -445205.526232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127564.300000 sec): 3 clusters
  Score: Raw -444212.447806 + Penalty 2737.436816 = -441475.010990
  nChanged 1845
		SP:Iteration 1F (127564.480000 sec): 3 clusters
  Score: Raw -445318.514803 + Penalty 2737.436816 = -442581.077987
  nChanged 415
		SP:Iteration 2F (127564.650000 sec): 3 clusters
  Score: Raw -445605.308513 + Penalty 2737.436816 = -442867.871697
  nChanged 316
		SP:Iteration 3F (127564.830000 sec): 3 clusters
  Score: Raw -445854.659562 + Penalty 2737.436816 = -443117.222746
  nChanged 310
		SP:Iteration 4F (127565.010000 sec): 3 clusters
  Score: Raw -446109.164646 + Penalty 2737.436816 = -443371.727830
  nChanged 280
		SP:Iteration 5F (127565.180000 sec): 3 clusters
  Score: Raw -446321.286736 + Penalty 2737.436816 = -443583.849920
  nChanged 240
		SP:Iteration 6F (127565.360000 sec): 3 clusters
  Score: Raw -446492.457102 + Penalty 2737.436816 = -443755.020286
  nChanged 179
		SP:Iteration 7Q (127565.530000 sec): 3 clusters
  Score: Raw -446615.673466 + Penalty 2737.436816 = -443878.236649
  nChanged 157
		SP:Iteration 8Q (127565.710000 sec): 3 clusters
  Score: Raw -446701.784282 + Penalty 2737.436816 = -443964.347465
  nChanged 122
		SP:Iteration 9Q (127565.890000 sec): 3 clusters
  Score: Raw -446770.626988 + Penalty 2737.436816 = -444033.190172
  nChanged 122
		SP:Iteration 10Q (127566.060000 sec): 3 clusters
  Score: Raw -446833.414324 + Penalty 2737.436816 = -444095.977507
  nChanged 91
		SP:Iteration 11Q (127566.240000 sec): 3 clusters
  Score: Raw -446884.205928 + Penalty 2737.436816 = -444146.769112
  nChanged 60
		SP:Iteration 12Q (127566.410000 sec): 3 clusters
  Score: Raw -446919.008338 + Penalty 2737.436816 = -444181.571522
  nChanged 60
		SP:Iteration 13Q (127566.590000 sec): 3 clusters
  Score: Raw -446948.440616 + Penalty 2737.436816 = -444211.003800
  nChanged 53
		SP:Iteration 14Q (127566.760000 sec): 3 clusters
  Score: Raw -446973.557239 + Penalty 2737.436816 = -444236.120422
  nChanged 44
		SP:Iteration 15Q (127566.940000 sec): 3 clusters
  Score: Raw -446994.970480 + Penalty 2737.436816 = -444257.533664
  nChanged 40
		SP:Iteration 16Q (127567.110000 sec): 3 clusters
  Score: Raw -447011.696039 + Penalty 2737.436816 = -444274.259223
  nChanged 34
		SP:Iteration 17Q (127567.290000 sec): 3 clusters
  Score: Raw -447025.644382 + Penalty 2737.436816 = -444288.207566
  nChanged 39
		SP:Iteration 18Q (127567.470000 sec): 3 clusters
  Score: Raw -447039.671565 + Penalty 2737.436816 = -444302.234749
  nChanged 35
		SP:Iteration 19Q (127567.640000 sec): 3 clusters
  Score: Raw -447052.990889 + Penalty 2737.436816 = -444315.554073
  nChanged 24
		SP:Iteration 20F (127567.820000 sec): 3 clusters
  Score: Raw -447061.081475 + Penalty 2737.436816 = -444323.644659
  nChanged 18
		SP:Iteration 21Q (127567.990000 sec): 3 clusters
  Score: Raw -447066.793226 + Penalty 2737.436816 = -444329.356409
  nChanged 14
		SP:Iteration 22Q (127568.170000 sec): 3 clusters
  Score: Raw -447071.013569 + Penalty 2737.436816 = -444333.576753
  nChanged 13
		SP:Iteration 23Q (127568.350000 sec): 3 clusters
  Score: Raw -447074.553437 + Penalty 2737.436816 = -444337.116620
  nChanged 12
		SP:Iteration 24Q (127568.520000 sec): 3 clusters
  Score: Raw -447077.787591 + Penalty 2737.436816 = -444340.350774
  nChanged 10
		SP:Iteration 25Q (127568.700000 sec): 3 clusters
  Score: Raw -447079.807503 + Penalty 2737.436816 = -444342.370687
  nChanged 6
		SP:Iteration 26Q (127568.870000 sec): 3 clusters
  Score: Raw -447081.229521 + Penalty 2737.436816 = -444343.792704
  nChanged 4
		SP:Iteration 27Q (127569.050000 sec): 3 clusters
  Score: Raw -447082.056284 + Penalty 2737.436816 = -444344.619467
  nChanged 5
		SP:Iteration 28Q (127569.220000 sec): 3 clusters
  Score: Raw -447083.590328 + Penalty 2737.436816 = -444346.153511
  nChanged 8
		SP:Iteration 29Q (127569.400000 sec): 3 clusters
  Score: Raw -447086.288847 + Penalty 2737.436816 = -444348.852031
  nChanged 9
		SP:Iteration 30Q (127569.570000 sec): 3 clusters
  Score: Raw -447089.306671 + Penalty 2737.436816 = -444351.869855
  nChanged 10
		SP:Iteration 31Q (127569.750000 sec): 3 clusters
  Score: Raw -447093.027354 + Penalty 2737.436816 = -444355.590537
  nChanged 14
		SP:Iteration 32Q (127569.930000 sec): 3 clusters
  Score: Raw -447098.375757 + Penalty 2737.436816 = -444360.938941
  nChanged 19
		SP:Iteration 33Q (127570.100000 sec): 3 clusters
  Score: Raw -447105.326338 + Penalty 2737.436816 = -444367.889522
  nChanged 21
		SP:Iteration 34Q (127570.280000 sec): 3 clusters
  Score: Raw -447113.553895 + Penalty 2737.436816 = -444376.117078
  nChanged 20
		SP:Iteration 35Q (127570.450000 sec): 3 clusters
  Score: Raw -447118.263803 + Penalty 2737.436816 = -444380.826986
  nChanged 15
		SP:Iteration 36Q (127570.630000 sec): 3 clusters
  Score: Raw -447122.438949 + Penalty 2737.436816 = -444385.002132
  nChanged 23
		SP:Iteration 37Q (127570.790000 sec): 3 clusters
  Score: Raw -447129.541217 + Penalty 2737.436816 = -444392.104400
  nChanged 26
		SP:Iteration 38Q (127570.950000 sec): 3 clusters
  Score: Raw -447138.923310 + Penalty 2737.436816 = -444401.486494
  nChanged 27
		SP:Iteration 39Q (127571.120000 sec): 3 clusters
  Score: Raw -447147.575827 + Penalty 2737.436816 = -444410.139011
  nChanged 26
		SP:Iteration 40F (127571.290000 sec): 3 clusters
  Score: Raw -447155.757543 + Penalty 2737.436816 = -444418.320727
  nChanged 16
		SP:Iteration 41Q (127571.440000 sec): 3 clusters
  Score: Raw -447159.620880 + Penalty 2737.436816 = -444422.184064
  nChanged 15
		SP:Iteration 42Q (127571.520000 sec): 3 clusters
  Score: Raw -447163.068258 + Penalty 2737.436816 = -444425.631441
  nChanged 10
		SP:Iteration 43Q (127571.610000 sec): 3 clusters
  Score: Raw -447166.361292 + Penalty 2737.436816 = -444428.924475
  nChanged 12
		SP:Iteration 44Q (127571.690000 sec): 3 clusters
  Score: Raw -447170.711936 + Penalty 2737.436816 = -444433.275120
  nChanged 17
		SP:Iteration 45Q (127571.780000 sec): 3 clusters
  Score: Raw -447174.866283 + Penalty 2737.436816 = -444437.429466
  nChanged 19
		SP:Iteration 46Q (127571.870000 sec): 3 clusters
  Score: Raw -447182.149344 + Penalty 2737.436816 = -444444.712528
  nChanged 16
		SP:Iteration 47Q (127571.960000 sec): 3 clusters
  Score: Raw -447187.611296 + Penalty 2737.436816 = -444450.174480
  nChanged 24
		SP:Iteration 48Q (127572.040000 sec): 3 clusters
  Score: Raw -447195.255231 + Penalty 2737.436816 = -444457.818414
  nChanged 18
		SP:Iteration 49Q (127572.130000 sec): 3 clusters
  Score: Raw -447201.203886 + Penalty 2737.436816 = -444463.767069
  nChanged 20
		SP:Iteration 50Q (127572.210000 sec): 3 clusters
  Score: Raw -447207.889084 + Penalty 2737.436816 = -444470.452267
  nChanged 18
		SP:Iteration 51Q (127572.300000 sec): 3 clusters
  Score: Raw -447213.777332 + Penalty 2737.436816 = -444476.340515
  nChanged 15
		SP:Iteration 52Q (127572.380000 sec): 3 clusters
  Score: Raw -447217.554908 + Penalty 2737.436816 = -444480.118092
  nChanged 11
		SP:Iteration 53Q (127572.470000 sec): 3 clusters
  Score: Raw -447221.113338 + Penalty 2737.436816 = -444483.676522
  nChanged 11
		SP:Iteration 54Q (127572.620000 sec): 3 clusters
  Score: Raw -447223.579810 + Penalty 2737.436816 = -444486.142994
  nChanged 11
		SP:Iteration 55Q (127572.700000 sec): 3 clusters
  Score: Raw -447226.760461 + Penalty 2737.436816 = -444489.323644
  nChanged 6
		SP:Iteration 56Q (127572.790000 sec): 3 clusters
  Score: Raw -447228.708146 + Penalty 2737.436816 = -444491.271329
  nChanged 10
		SP:Iteration 57Q (127572.870000 sec): 3 clusters
  Score: Raw -447232.287108 + Penalty 2737.436816 = -444494.850292
  nChanged 10
		SP:Iteration 58Q (127572.960000 sec): 3 clusters
  Score: Raw -447235.818065 + Penalty 2737.436816 = -444498.381248
  nChanged 13
		SP:Iteration 59Q (127573.040000 sec): 3 clusters
  Score: Raw -447239.218599 + Penalty 2737.436816 = -444501.781783
  nChanged 10
		SP:Iteration 60F (127573.130000 sec): 3 clusters
  Score: Raw -447242.330147 + Penalty 2737.436816 = -444504.893330
  nChanged 9
		SP:Iteration 61Q (127573.210000 sec): 3 clusters
  Score: Raw -447245.331081 + Penalty 2737.436816 = -444507.894264
  nChanged 17
		SP:Iteration 62Q (127573.300000 sec): 3 clusters
  Score: Raw -447252.413518 + Penalty 2737.436816 = -444514.976702
  nChanged 15
		SP:Iteration 63Q (127573.380000 sec): 3 clusters
  Score: Raw -447256.614794 + Penalty 2737.436816 = -444519.177978
  nChanged 10
		SP:Iteration 64Q (127573.470000 sec): 3 clusters
  Score: Raw -447259.555175 + Penalty 2737.436816 = -444522.118358
  nChanged 13
		SP:Iteration 65Q (127573.550000 sec): 3 clusters
  Score: Raw -447264.223395 + Penalty 2737.436816 = -444526.786579
  nChanged 17
		SP:Iteration 66Q (127573.640000 sec): 3 clusters
  Score: Raw -447271.506849 + Penalty 2737.436816 = -444534.070033
  nChanged 17
		SP:Iteration 67Q (127573.720000 sec): 3 clusters
  Score: Raw -447278.475040 + Penalty 2737.436816 = -444541.038223
  nChanged 24
		SP:Iteration 68Q (127573.810000 sec): 3 clusters
  Score: Raw -447286.944485 + Penalty 2737.436816 = -444549.507669
  nChanged 33
		SP:Iteration 69Q (127573.890000 sec): 3 clusters
  Score: Raw -447299.452034 + Penalty 2737.436816 = -444562.015218
  nChanged 26
		SP:Iteration 70Q (127574.060000 sec): 3 clusters
  Score: Raw -447308.581266 + Penalty 2737.436816 = -444571.144449
  nChanged 24
		SP:Iteration 71Q (127574.240000 sec): 3 clusters
  Score: Raw -447316.358297 + Penalty 2737.436816 = -444578.921481
  nChanged 18
		SP:Iteration 72Q (127574.420000 sec): 3 clusters
  Score: Raw -447321.750548 + Penalty 2737.436816 = -444584.313732
  nChanged 14
		SP:Iteration 73Q (127574.590000 sec): 3 clusters
  Score: Raw -447325.630030 + Penalty 2737.436816 = -444588.193213
  nChanged 16
		SP:Iteration 74Q (127574.770000 sec): 3 clusters
  Score: Raw -447330.647205 + Penalty 2737.436816 = -444593.210389
  nChanged 13
		SP:Iteration 75Q (127574.940000 sec): 3 clusters
  Score: Raw -447334.114939 + Penalty 2737.436816 = -444596.678123
  nChanged 10
		SP:Iteration 76Q (127575.120000 sec): 3 clusters
  Score: Raw -447336.862397 + Penalty 2737.436816 = -444599.425581
  nChanged 12
		SP:Iteration 77Q (127575.300000 sec): 3 clusters
  Score: Raw -447340.726159 + Penalty 2737.436816 = -444603.289342
  nChanged 10
		SP:Iteration 78Q (127575.470000 sec): 3 clusters
  Score: Raw -447343.805777 + Penalty 2737.436816 = -444606.368960
  nChanged 9
		SP:Iteration 79Q (127575.650000 sec): 3 clusters
  Score: Raw -447347.386547 + Penalty 2737.436816 = -444609.949731
  nChanged 8
		SP:Iteration 80F (127575.820000 sec): 3 clusters
  Score: Raw -447350.123669 + Penalty 2737.436816 = -444612.686853
  nChanged 10
		SP:Iteration 81Q (127576.000000 sec): 3 clusters
  Score: Raw -447353.847001 + Penalty 2737.436816 = -444616.410185
  nChanged 11
		SP:Iteration 82Q (127576.170000 sec): 3 clusters
  Score: Raw -447358.367104 + Penalty 2737.436816 = -444620.930288
  nChanged 13
		SP:Iteration 83Q (127576.350000 sec): 3 clusters
  Score: Raw -447364.235249 + Penalty 2737.436816 = -444626.798432
  nChanged 18
		SP:Iteration 84Q (127576.510000 sec): 3 clusters
  Score: Raw -447369.876755 + Penalty 2737.436816 = -444632.439939
  nChanged 16
		SP:Iteration 85Q (127576.680000 sec): 3 clusters
  Score: Raw -447375.332192 + Penalty 2737.436816 = -444637.895375
  nChanged 11
		SP:Iteration 86Q (127576.840000 sec): 3 clusters
  Score: Raw -447378.060434 + Penalty 2737.436816 = -444640.623618
  nChanged 8
		SP:Iteration 87Q (127577.000000 sec): 3 clusters
  Score: Raw -447380.126181 + Penalty 2737.436816 = -444642.689365
  nChanged 3
		SP:Iteration 88Q (127577.160000 sec): 3 clusters
  Score: Raw -447380.781743 + Penalty 2737.436816 = -444643.344927
  nChanged 2
		SP:Iteration 89Q (127577.330000 sec): 3 clusters
  Score: Raw -447381.127206 + Penalty 2737.436816 = -444643.690390
  nChanged 0
		SP:Iteration 90F (127577.490000 sec): 3 clusters
  Score: Raw -447381.127206 + Penalty 2737.436816 = -444643.690390
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127577.570000 sec): 2 clusters
  Score: Raw -74113.958387 + Penalty 1114.687422 = -72999.270965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127577.740000 sec): 3 clusters
  Score: Raw -73865.414098 + Penalty 2229.374844 = -71636.039255
  nChanged 315
		SP:Iteration 1F (127577.760000 sec): 3 clusters
  Score: Raw -74427.671301 + Penalty 2229.374844 = -72198.296458
  nChanged 126
		SP:Iteration 2F (127577.780000 sec): 3 clusters
  Score: Raw -74789.024779 + Penalty 2229.374844 = -72559.649936
  nChanged 87
		SP:Iteration 3F (127577.810000 sec): 3 clusters
  Score: Raw -74946.231835 + Penalty 2229.374844 = -72716.856991
  nChanged 27
		SP:Iteration 4Q (127577.840000 sec): 3 clusters
  Score: Raw -74984.839861 + Penalty 2229.374844 = -72755.465017
  nChanged 17
		SP:Iteration 5Q (127577.860000 sec): 3 clusters
  Score: Raw -75002.743978 + Penalty 2229.374844 = -72773.369135
  nChanged 5
		SP:Iteration 6Q (127577.880000 sec): 3 clusters
  Score: Raw -75007.612801 + Penalty 2229.374844 = -72778.237958
  nChanged 2
		SP:Iteration 7Q (127577.910000 sec): 3 clusters
  Score: Raw -75009.876657 + Penalty 2229.374844 = -72780.501813
  nChanged 3
		SP:Iteration 8Q (127577.930000 sec): 3 clusters
  Score: Raw -75013.991359 + Penalty 2229.374844 = -72784.616515
  nChanged 3
		SP:Iteration 9Q (127577.960000 sec): 3 clusters
  Score: Raw -75016.446134 + Penalty 2229.374844 = -72787.071291
  nChanged 0
		SP:Iteration 10F (127577.980000 sec): 3 clusters
  Score: Raw -75016.446134 + Penalty 2229.374844 = -72787.071291
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127578.060000 sec): 2 clusters
  Score: Raw -254001.302227 + Penalty 1323.746045 = -252677.556181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127578.140000 sec): 3 clusters
  Score: Raw -252378.230418 + Penalty 2647.492091 = -249730.738327
  nChanged 1364
		SP:Iteration 1F (127578.210000 sec): 3 clusters
  Score: Raw -253337.552492 + Penalty 2647.492091 = -250690.060401
  nChanged 335
		SP:Iteration 2F (127578.280000 sec): 3 clusters
  Score: Raw -253648.753134 + Penalty 2647.492091 = -251001.261043
  nChanged 262
		SP:Iteration 3F (127578.350000 sec): 3 clusters
  Score: Raw -253911.855582 + Penalty 2647.492091 = -251264.363491
  nChanged 213
		SP:Iteration 4F (127578.420000 sec): 3 clusters
  Score: Raw -254106.978669 + Penalty 2647.492091 = -251459.486578
  nChanged 145
		SP:Iteration 5Q (127578.480000 sec): 3 clusters
  Score: Raw -254220.948962 + Penalty 2647.492091 = -251573.456871
  nChanged 116
		SP:Iteration 6Q (127578.550000 sec): 3 clusters
  Score: Raw -254291.580263 + Penalty 2647.492091 = -251644.088173
  nChanged 72
		SP:Iteration 7Q (127578.620000 sec): 3 clusters
  Score: Raw -254332.957918 + Penalty 2647.492091 = -251685.465827
  nChanged 62
		SP:Iteration 8Q (127578.690000 sec): 3 clusters
  Score: Raw -254364.851092 + Penalty 2647.492091 = -251717.359002
  nChanged 46
		SP:Iteration 9Q (127578.760000 sec): 3 clusters
  Score: Raw -254383.648998 + Penalty 2647.492091 = -251736.156907
  nChanged 42
		SP:Iteration 10Q (127578.830000 sec): 3 clusters
  Score: Raw -254398.590262 + Penalty 2647.492091 = -251751.098171
  nChanged 34
		SP:Iteration 11Q (127578.900000 sec): 3 clusters
  Score: Raw -254411.483307 + Penalty 2647.492091 = -251763.991216
  nChanged 32
		SP:Iteration 12Q (127578.960000 sec): 3 clusters
  Score: Raw -254421.233652 + Penalty 2647.492091 = -251773.741561
  nChanged 19
		SP:Iteration 13Q (127579.140000 sec): 3 clusters
  Score: Raw -254426.564309 + Penalty 2647.492091 = -251779.072218
  nChanged 22
		SP:Iteration 14Q (127579.320000 sec): 3 clusters
  Score: Raw -254433.193417 + Penalty 2647.492091 = -251785.701326
  nChanged 16
		SP:Iteration 15Q (127579.500000 sec): 3 clusters
  Score: Raw -254437.788585 + Penalty 2647.492091 = -251790.296494
  nChanged 11
		SP:Iteration 16Q (127579.570000 sec): 3 clusters
  Score: Raw -254441.440675 + Penalty 2647.492091 = -251793.948585
  nChanged 10
		SP:Iteration 17Q (127579.640000 sec): 3 clusters
  Score: Raw -254445.516165 + Penalty 2647.492091 = -251798.024075
  nChanged 15
		SP:Iteration 18Q (127579.710000 sec): 3 clusters
  Score: Raw -254452.690374 + Penalty 2647.492091 = -251805.198283
  nChanged 27
		SP:Iteration 19Q (127579.780000 sec): 3 clusters
  Score: Raw -254464.133093 + Penalty 2647.492091 = -251816.641002
  nChanged 30
		SP:Iteration 20F (127579.850000 sec): 3 clusters
  Score: Raw -254475.314287 + Penalty 2647.492091 = -251827.822196
  nChanged 26
		SP:Iteration 21Q (127579.920000 sec): 3 clusters
  Score: Raw -254486.262362 + Penalty 2647.492091 = -251838.770271
  nChanged 26
		SP:Iteration 22Q (127579.980000 sec): 3 clusters
  Score: Raw -254498.358791 + Penalty 2647.492091 = -251850.866701
  nChanged 26
		SP:Iteration 23Q (127580.050000 sec): 3 clusters
  Score: Raw -254506.772769 + Penalty 2647.492091 = -251859.280679
  nChanged 26
		SP:Iteration 24Q (127580.120000 sec): 3 clusters
  Score: Raw -254516.817689 + Penalty 2647.492091 = -251869.325599
  nChanged 25
		SP:Iteration 25Q (127580.190000 sec): 3 clusters
  Score: Raw -254529.116913 + Penalty 2647.492091 = -251881.624823
  nChanged 24
		SP:Iteration 26Q (127580.260000 sec): 3 clusters
  Score: Raw -254538.795183 + Penalty 2647.492091 = -251891.303093
  nChanged 26
		SP:Iteration 27Q (127580.330000 sec): 3 clusters
  Score: Raw -254548.255382 + Penalty 2647.492091 = -251900.763291
  nChanged 24
		SP:Iteration 28Q (127580.400000 sec): 3 clusters
  Score: Raw -254560.141613 + Penalty 2647.492091 = -251912.649522
  nChanged 27
		SP:Iteration 29Q (127580.460000 sec): 3 clusters
  Score: Raw -254569.481391 + Penalty 2647.492091 = -251921.989301
  nChanged 15
		SP:Iteration 30Q (127580.530000 sec): 3 clusters
  Score: Raw -254574.698928 + Penalty 2647.492091 = -251927.206837
  nChanged 15
		SP:Iteration 31Q (127580.600000 sec): 3 clusters
  Score: Raw -254579.205186 + Penalty 2647.492091 = -251931.713095
  nChanged 9
		SP:Iteration 32Q (127580.670000 sec): 3 clusters
  Score: Raw -254583.002649 + Penalty 2647.492091 = -251935.510558
  nChanged 12
		SP:Iteration 33Q (127580.740000 sec): 3 clusters
  Score: Raw -254589.058070 + Penalty 2647.492091 = -251941.565979
  nChanged 16
		SP:Iteration 34Q (127580.800000 sec): 3 clusters
  Score: Raw -254595.554320 + Penalty 2647.492091 = -251948.062230
  nChanged 17
		SP:Iteration 35Q (127580.870000 sec): 3 clusters
  Score: Raw -254602.685507 + Penalty 2647.492091 = -251955.193417
  nChanged 17
		SP:Iteration 36Q (127580.940000 sec): 3 clusters
  Score: Raw -254609.445923 + Penalty 2647.492091 = -251961.953832
  nChanged 15
		SP:Iteration 37Q (127581.010000 sec): 3 clusters
  Score: Raw -254614.074767 + Penalty 2647.492091 = -251966.582677
  nChanged 13
		SP:Iteration 38Q (127581.080000 sec): 3 clusters
  Score: Raw -254617.932261 + Penalty 2647.492091 = -251970.440170
  nChanged 8
		SP:Iteration 39Q (127581.150000 sec): 3 clusters
  Score: Raw -254620.720599 + Penalty 2647.492091 = -251973.228508
  nChanged 7
		SP:Iteration 40F (127581.220000 sec): 3 clusters
  Score: Raw -254622.884803 + Penalty 2647.492091 = -251975.392712
  nChanged 7
		SP:Iteration 41Q (127581.280000 sec): 3 clusters
  Score: Raw -254624.720661 + Penalty 2647.492091 = -251977.228570
  nChanged 9
		SP:Iteration 42Q (127581.350000 sec): 3 clusters
  Score: Raw -254626.235606 + Penalty 2647.492091 = -251978.743515
  nChanged 2
		SP:Iteration 43Q (127581.420000 sec): 3 clusters
  Score: Raw -254626.513965 + Penalty 2647.492091 = -251979.021874
  nChanged 0
		SP:Iteration 44F (127581.490000 sec): 3 clusters
  Score: Raw -254626.513965 + Penalty 2647.492091 = -251979.021874
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (1826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127581.560000 sec): 2 clusters
  Score: Raw -155757.283916 + Penalty 1220.355997 = -154536.927918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127581.730000 sec): 3 clusters
  Score: Raw -155014.727976 + Penalty 2440.711995 = -152574.015981
  nChanged 624
		SP:Iteration 1F (127581.910000 sec): 3 clusters
  Score: Raw -155429.794732 + Penalty 2440.711995 = -152989.082737
  nChanged 154
		SP:Iteration 2F (127582.080000 sec): 3 clusters
  Score: Raw -155569.643394 + Penalty 2440.711995 = -153128.931399
  nChanged 114
		SP:Iteration 3F (127582.260000 sec): 3 clusters
  Score: Raw -155668.139224 + Penalty 2440.711995 = -153227.427230
  nChanged 78
		SP:Iteration 4Q (127582.440000 sec): 3 clusters
  Score: Raw -155727.385339 + Penalty 2440.711995 = -153286.673344
  nChanged 58
		SP:Iteration 5Q (127582.610000 sec): 3 clusters
  Score: Raw -155771.721833 + Penalty 2440.711995 = -153331.009838
  nChanged 50
		SP:Iteration 6Q (127582.780000 sec): 3 clusters
  Score: Raw -155804.784026 + Penalty 2440.711995 = -153364.072031
  nChanged 33
		SP:Iteration 7Q (127582.960000 sec): 3 clusters
  Score: Raw -155822.292349 + Penalty 2440.711995 = -153381.580354
  nChanged 28
		SP:Iteration 8Q (127583.140000 sec): 3 clusters
  Score: Raw -155842.354017 + Penalty 2440.711995 = -153401.642022
  nChanged 23
		SP:Iteration 9Q (127583.310000 sec): 3 clusters
  Score: Raw -155854.616939 + Penalty 2440.711995 = -153413.904945
  nChanged 22
		SP:Iteration 10Q (127583.490000 sec): 3 clusters
  Score: Raw -155866.134977 + Penalty 2440.711995 = -153425.422982
  nChanged 13
		SP:Iteration 11Q (127583.660000 sec): 3 clusters
  Score: Raw -155873.471277 + Penalty 2440.711995 = -153432.759282
  nChanged 9
		SP:Iteration 12Q (127583.840000 sec): 3 clusters
  Score: Raw -155878.487301 + Penalty 2440.711995 = -153437.775306
  nChanged 7
		SP:Iteration 13Q (127584.020000 sec): 3 clusters
  Score: Raw -155881.271127 + Penalty 2440.711995 = -153440.559132
  nChanged 3
		SP:Iteration 14Q (127584.190000 sec): 3 clusters
  Score: Raw -155883.448449 + Penalty 2440.711995 = -153442.736455
  nChanged 5
		SP:Iteration 15Q (127584.370000 sec): 3 clusters
  Score: Raw -155885.996263 + Penalty 2440.711995 = -153445.284268
  nChanged 5
		SP:Iteration 16Q (127584.540000 sec): 3 clusters
  Score: Raw -155888.630096 + Penalty 2440.711995 = -153447.918102
  nChanged 5
		SP:Iteration 17Q (127584.720000 sec): 3 clusters
  Score: Raw -155892.067604 + Penalty 2440.711995 = -153451.355609
  nChanged 7
		SP:Iteration 18Q (127584.900000 sec): 3 clusters
  Score: Raw -155895.972295 + Penalty 2440.711995 = -153455.260300
  nChanged 4
		SP:Iteration 19Q (127585.070000 sec): 3 clusters
  Score: Raw -155898.594993 + Penalty 2440.711995 = -153457.882998
  nChanged 5
		SP:Iteration 20F (127585.250000 sec): 3 clusters
  Score: Raw -155903.162774 + Penalty 2440.711995 = -153462.450780
  nChanged 6
		SP:Iteration 21Q (127585.420000 sec): 3 clusters
  Score: Raw -155905.813618 + Penalty 2440.711995 = -153465.101623
  nChanged 4
		SP:Iteration 22Q (127585.600000 sec): 3 clusters
  Score: Raw -155908.210428 + Penalty 2440.711995 = -153467.498433
  nChanged 3
		SP:Iteration 23Q (127585.780000 sec): 3 clusters
  Score: Raw -155910.059860 + Penalty 2440.711995 = -153469.347865
  nChanged 3
		SP:Iteration 24Q (127585.950000 sec): 3 clusters
  Score: Raw -155911.420578 + Penalty 2440.711995 = -153470.708583
  nChanged 2
		SP:Iteration 25Q (127586.120000 sec): 3 clusters
  Score: Raw -155911.758491 + Penalty 2440.711995 = -153471.046496
  nChanged 4
		SP:Iteration 26Q (127586.300000 sec): 3 clusters
  Score: Raw -155913.455972 + Penalty 2440.711995 = -153472.743977
  nChanged 5
		SP:Iteration 27Q (127586.480000 sec): 3 clusters
  Score: Raw -155914.863172 + Penalty 2440.711995 = -153474.151177
  nChanged 3
		SP:Iteration 28Q (127586.650000 sec): 3 clusters
  Score: Raw -155916.970690 + Penalty 2440.711995 = -153476.258695
  nChanged 1
		SP:Iteration 29Q (127586.830000 sec): 3 clusters
  Score: Raw -155917.263915 + Penalty 2440.711995 = -153476.551920
  nChanged 1
		SP:Iteration 30Q (127587.000000 sec): 3 clusters
  Score: Raw -155917.459725 + Penalty 2440.711995 = -153476.747730
  nChanged 1
		SP:Iteration 31Q (127587.180000 sec): 3 clusters
  Score: Raw -155918.449171 + Penalty 2440.711995 = -153477.737176
  nChanged 2
		SP:Iteration 32Q (127587.360000 sec): 3 clusters
  Score: Raw -155919.606771 + Penalty 2440.711995 = -153478.894776
  nChanged 1
		SP:Iteration 33Q (127587.530000 sec): 3 clusters
  Score: Raw -155920.052374 + Penalty 2440.711995 = -153479.340379
  nChanged 0
		SP:Iteration 34F (127587.710000 sec): 3 clusters
  Score: Raw -155920.052374 + Penalty 2440.711995 = -153479.340379
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127587.780000 sec): 2 clusters
  Score: Raw -475296.006072 + Penalty 1372.216206 = -473923.789866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127587.920000 sec): 3 clusters
  Score: Raw -472858.388598 + Penalty 2744.432412 = -470113.956186
  nChanged 1901
		SP:Iteration 1F (127588.020000 sec): 3 clusters
  Score: Raw -473879.779464 + Penalty 2744.432412 = -471135.347052
  nChanged 299
		SP:Iteration 2F (127588.100000 sec): 3 clusters
  Score: Raw -474023.815448 + Penalty 2744.432412 = -471279.383035
  nChanged 206
		SP:Iteration 3Q (127588.190000 sec): 3 clusters
  Score: Raw -474105.100284 + Penalty 2744.432412 = -471360.667872
  nChanged 139
		SP:Iteration 4Q (127588.280000 sec): 3 clusters
  Score: Raw -474156.492966 + Penalty 2744.432412 = -471412.060554
  nChanged 119
		SP:Iteration 5Q (127588.360000 sec): 3 clusters
  Score: Raw -474200.343811 + Penalty 2744.432412 = -471455.911399
  nChanged 105
		SP:Iteration 6Q (127588.450000 sec): 3 clusters
  Score: Raw -474245.214987 + Penalty 2744.432412 = -471500.782575
  nChanged 108
		SP:Iteration 7Q (127588.540000 sec): 3 clusters
  Score: Raw -474289.783502 + Penalty 2744.432412 = -471545.351090
  nChanged 96
		SP:Iteration 8Q (127588.630000 sec): 3 clusters
  Score: Raw -474328.728572 + Penalty 2744.432412 = -471584.296160
  nChanged 93
		SP:Iteration 9Q (127588.720000 sec): 3 clusters
  Score: Raw -474364.186405 + Penalty 2744.432412 = -471619.753993
  nChanged 94
		SP:Iteration 10Q (127588.810000 sec): 3 clusters
  Score: Raw -474399.855531 + Penalty 2744.432412 = -471655.423119
  nChanged 100
		SP:Iteration 11Q (127588.900000 sec): 3 clusters
  Score: Raw -474443.908890 + Penalty 2744.432412 = -471699.476478
  nChanged 101
		SP:Iteration 12Q (127588.980000 sec): 3 clusters
  Score: Raw -474488.875113 + Penalty 2744.432412 = -471744.442701
  nChanged 108
		SP:Iteration 13Q (127589.080000 sec): 3 clusters
  Score: Raw -474546.015228 + Penalty 2744.432412 = -471801.582816
  nChanged 130
		SP:Iteration 14Q (127589.160000 sec): 3 clusters
  Score: Raw -474612.310377 + Penalty 2744.432412 = -471867.877965
  nChanged 117
		SP:Iteration 15Q (127589.250000 sec): 3 clusters
  Score: Raw -474679.655256 + Penalty 2744.432412 = -471935.222844
  nChanged 105
		SP:Iteration 16Q (127589.340000 sec): 3 clusters
  Score: Raw -474743.132641 + Penalty 2744.432412 = -471998.700229
  nChanged 115
		SP:Iteration 17Q (127589.430000 sec): 3 clusters
  Score: Raw -474815.849881 + Penalty 2744.432412 = -472071.417469
  nChanged 118
		SP:Iteration 18Q (127589.520000 sec): 3 clusters
  Score: Raw -474892.446405 + Penalty 2744.432412 = -472148.013993
  nChanged 105
		SP:Iteration 19Q (127589.600000 sec): 3 clusters
  Score: Raw -474964.410411 + Penalty 2744.432412 = -472219.977999
  nChanged 97
		SP:Iteration 20F (127589.700000 sec): 3 clusters
  Score: Raw -475028.146027 + Penalty 2744.432412 = -472283.713615
  nChanged 89
		SP:Iteration 21Q (127589.780000 sec): 3 clusters
  Score: Raw -475091.573607 + Penalty 2744.432412 = -472347.141195
  nChanged 84
		SP:Iteration 22Q (127589.870000 sec): 3 clusters
  Score: Raw -475155.117661 + Penalty 2744.432412 = -472410.685249
  nChanged 66
		SP:Iteration 23Q (127590.060000 sec): 3 clusters
  Score: Raw -475214.315104 + Penalty 2744.432412 = -472469.882692
  nChanged 71
		SP:Iteration 24Q (127590.240000 sec): 3 clusters
  Score: Raw -475274.623350 + Penalty 2744.432412 = -472530.190938
  nChanged 54
		SP:Iteration 25Q (127590.420000 sec): 3 clusters
  Score: Raw -475327.815201 + Penalty 2744.432412 = -472583.382789
  nChanged 38
		SP:Iteration 26Q (127590.590000 sec): 3 clusters
  Score: Raw -475356.085139 + Penalty 2744.432412 = -472611.652727
  nChanged 28
		SP:Iteration 27Q (127590.760000 sec): 3 clusters
  Score: Raw -475380.352416 + Penalty 2744.432412 = -472635.920004
  nChanged 21
		SP:Iteration 28Q (127590.940000 sec): 3 clusters
  Score: Raw -475400.930579 + Penalty 2744.432412 = -472656.498167
  nChanged 22
		SP:Iteration 29Q (127591.120000 sec): 3 clusters
  Score: Raw -475421.570429 + Penalty 2744.432412 = -472677.138017
  nChanged 16
		SP:Iteration 30Q (127591.290000 sec): 3 clusters
  Score: Raw -475441.242454 + Penalty 2744.432412 = -472696.810042
  nChanged 15
		SP:Iteration 31Q (127591.470000 sec): 3 clusters
  Score: Raw -475458.058912 + Penalty 2744.432412 = -472713.626500
  nChanged 8
		SP:Iteration 32Q (127591.640000 sec): 3 clusters
  Score: Raw -475466.173660 + Penalty 2744.432412 = -472721.741248
  nChanged 7
		SP:Iteration 33Q (127591.820000 sec): 3 clusters
  Score: Raw -475471.023512 + Penalty 2744.432412 = -472726.591100
  nChanged 2
		SP:Iteration 34Q (127592.000000 sec): 3 clusters
  Score: Raw -475472.632926 + Penalty 2744.432412 = -472728.200514
  nChanged 4
		SP:Iteration 35Q (127592.170000 sec): 3 clusters
  Score: Raw -475474.701073 + Penalty 2744.432412 = -472730.268661
  nChanged 3
		SP:Iteration 36Q (127592.350000 sec): 3 clusters
  Score: Raw -475476.270622 + Penalty 2744.432412 = -472731.838210
  nChanged 1
		SP:Iteration 37Q (127592.520000 sec): 3 clusters
  Score: Raw -475476.543617 + Penalty 2744.432412 = -472732.111205
  nChanged 0
		SP:Iteration 38F (127592.700000 sec): 3 clusters
  Score: Raw -475476.543617 + Penalty 2744.432412 = -472732.111205
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (4585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127592.830000 sec): 2 clusters
  Score: Raw -328598.032960 + Penalty 1369.963625 = -327228.069335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127593.000000 sec): 3 clusters
  Score: Raw -326242.548023 + Penalty 2739.927250 = -323502.620773
  nChanged 1865
		SP:Iteration 1F (127593.180000 sec): 3 clusters
  Score: Raw -327415.359318 + Penalty 2739.927250 = -324675.432068
  nChanged 417
		SP:Iteration 2F (127593.380000 sec): 3 clusters
  Score: Raw -327734.433101 + Penalty 2739.927250 = -324994.505851
  nChanged 329
		SP:Iteration 3F (127593.580000 sec): 3 clusters
  Score: Raw -328033.064184 + Penalty 2739.927250 = -325293.136934
  nChanged 283
		SP:Iteration 4F (127593.750000 sec): 3 clusters
  Score: Raw -328250.933114 + Penalty 2739.927250 = -325511.005864
  nChanged 228
		SP:Iteration 5Q (127593.930000 sec): 3 clusters
  Score: Raw -328421.346907 + Penalty 2739.927250 = -325681.419657
  nChanged 202
		SP:Iteration 6Q (127594.110000 sec): 3 clusters
  Score: Raw -328555.499671 + Penalty 2739.927250 = -325815.572421
  nChanged 161
		SP:Iteration 7Q (127594.280000 sec): 3 clusters
  Score: Raw -328664.293314 + Penalty 2739.927250 = -325924.366064
  nChanged 141
		SP:Iteration 8Q (127594.460000 sec): 3 clusters
  Score: Raw -328736.469150 + Penalty 2739.927250 = -325996.541900
  nChanged 119
		SP:Iteration 9Q (127594.630000 sec): 3 clusters
  Score: Raw -328796.456037 + Penalty 2739.927250 = -326056.528787
  nChanged 100
		SP:Iteration 10Q (127594.810000 sec): 3 clusters
  Score: Raw -328847.899238 + Penalty 2739.927250 = -326107.971988
  nChanged 88
		SP:Iteration 11Q (127594.990000 sec): 3 clusters
  Score: Raw -328888.699006 + Penalty 2739.927250 = -326148.771756
  nChanged 73
		SP:Iteration 12Q (127595.160000 sec): 3 clusters
  Score: Raw -328923.390699 + Penalty 2739.927250 = -326183.463449
  nChanged 61
		SP:Iteration 13Q (127595.330000 sec): 3 clusters
  Score: Raw -328952.909229 + Penalty 2739.927250 = -326212.981979
  nChanged 62
		SP:Iteration 14Q (127595.510000 sec): 3 clusters
  Score: Raw -328978.587203 + Penalty 2739.927250 = -326238.659953
  nChanged 44
		SP:Iteration 15Q (127595.680000 sec): 3 clusters
  Score: Raw -328991.381198 + Penalty 2739.927250 = -326251.453948
  nChanged 38
		SP:Iteration 16Q (127595.840000 sec): 3 clusters
  Score: Raw -329001.451981 + Penalty 2739.927250 = -326261.524731
  nChanged 25
		SP:Iteration 17Q (127596.010000 sec): 3 clusters
  Score: Raw -329008.340977 + Penalty 2739.927250 = -326268.413727
  nChanged 14
		SP:Iteration 18Q (127596.090000 sec): 3 clusters
  Score: Raw -329011.217790 + Penalty 2739.927250 = -326271.290540
  nChanged 8
		SP:Iteration 19Q (127596.190000 sec): 3 clusters
  Score: Raw -329012.475912 + Penalty 2739.927250 = -326272.548662
  nChanged 11
		SP:Iteration 20F (127596.270000 sec): 3 clusters
  Score: Raw -329014.497971 + Penalty 2739.927250 = -326274.570721
  nChanged 7
		SP:Iteration 21Q (127596.360000 sec): 3 clusters
  Score: Raw -329016.264433 + Penalty 2739.927250 = -326276.337183
  nChanged 10
		SP:Iteration 22Q (127596.450000 sec): 3 clusters
  Score: Raw -329020.048379 + Penalty 2739.927250 = -326280.121129
  nChanged 13
		SP:Iteration 23Q (127596.530000 sec): 3 clusters
  Score: Raw -329023.602403 + Penalty 2739.927250 = -326283.675152
  nChanged 12
		SP:Iteration 24Q (127596.620000 sec): 3 clusters
  Score: Raw -329027.404114 + Penalty 2739.927250 = -326287.476864
  nChanged 16
		SP:Iteration 25Q (127596.710000 sec): 3 clusters
  Score: Raw -329031.735016 + Penalty 2739.927250 = -326291.807766
  nChanged 12
		SP:Iteration 26Q (127596.790000 sec): 3 clusters
  Score: Raw -329034.845117 + Penalty 2739.927250 = -326294.917867
  nChanged 5
		SP:Iteration 27Q (127596.880000 sec): 3 clusters
  Score: Raw -329035.582129 + Penalty 2739.927250 = -326295.654879
  nChanged 3
		SP:Iteration 28Q (127596.970000 sec): 3 clusters
  Score: Raw -329035.869083 + Penalty 2739.927250 = -326295.941833
  nChanged 0
		SP:Iteration 29F (127597.050000 sec): 3 clusters
  Score: Raw -329035.869083 + Penalty 2739.927250 = -326295.941833
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (4556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127597.170000 sec): 2 clusters
  Score: Raw -314071.451034 + Penalty 1368.932553 = -312702.518481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127597.250000 sec): 3 clusters
  Score: Raw -311755.447688 + Penalty 2737.865105 = -309017.582583
  nChanged 1856
		SP:Iteration 1F (127597.340000 sec): 3 clusters
  Score: Raw -313058.446690 + Penalty 2737.865105 = -310320.581585
  nChanged 491
		SP:Iteration 2F (127597.420000 sec): 3 clusters
  Score: Raw -313531.615901 + Penalty 2737.865105 = -310793.750796
  nChanged 362
		SP:Iteration 3F (127597.510000 sec): 3 clusters
  Score: Raw -313845.709008 + Penalty 2737.865105 = -311107.843902
  nChanged 255
		SP:Iteration 4F (127597.600000 sec): 3 clusters
  Score: Raw -314050.805908 + Penalty 2737.865105 = -311312.940802
  nChanged 184
		SP:Iteration 5Q (127597.680000 sec): 3 clusters
  Score: Raw -314203.680248 + Penalty 2737.865105 = -311465.815142
  nChanged 161
		SP:Iteration 6Q (127597.770000 sec): 3 clusters
  Score: Raw -314348.285827 + Penalty 2737.865105 = -311610.420721
  nChanged 145
		SP:Iteration 7Q (127597.850000 sec): 3 clusters
  Score: Raw -314457.254143 + Penalty 2737.865105 = -311719.389038
  nChanged 120
		SP:Iteration 8Q (127597.940000 sec): 3 clusters
  Score: Raw -314545.930649 + Penalty 2737.865105 = -311808.065544
  nChanged 102
		SP:Iteration 9Q (127598.030000 sec): 3 clusters
  Score: Raw -314610.747345 + Penalty 2737.865105 = -311872.882240
  nChanged 79
		SP:Iteration 10Q (127598.110000 sec): 3 clusters
  Score: Raw -314651.457602 + Penalty 2737.865105 = -311913.592496
  nChanged 66
		SP:Iteration 11Q (127598.190000 sec): 3 clusters
  Score: Raw -314683.952663 + Penalty 2737.865105 = -311946.087558
  nChanged 54
		SP:Iteration 12Q (127598.280000 sec): 3 clusters
  Score: Raw -314714.360674 + Penalty 2737.865105 = -311976.495568
  nChanged 56
		SP:Iteration 13Q (127598.370000 sec): 3 clusters
  Score: Raw -314740.137609 + Penalty 2737.865105 = -312002.272504
  nChanged 46
		SP:Iteration 14Q (127598.450000 sec): 3 clusters
  Score: Raw -314762.819358 + Penalty 2737.865105 = -312024.954253
  nChanged 42
		SP:Iteration 15Q (127598.620000 sec): 3 clusters
  Score: Raw -314775.641649 + Penalty 2737.865105 = -312037.776543
  nChanged 17
		SP:Iteration 16Q (127598.700000 sec): 3 clusters
  Score: Raw -314781.912425 + Penalty 2737.865105 = -312044.047320
  nChanged 23
		SP:Iteration 17Q (127598.790000 sec): 3 clusters
  Score: Raw -314788.568620 + Penalty 2737.865105 = -312050.703514
  nChanged 13
		SP:Iteration 18Q (127598.870000 sec): 3 clusters
  Score: Raw -314791.752117 + Penalty 2737.865105 = -312053.887012
  nChanged 9
		SP:Iteration 19Q (127599.020000 sec): 3 clusters
  Score: Raw -314794.441635 + Penalty 2737.865105 = -312056.576530
  nChanged 10
		SP:Iteration 20F (127599.110000 sec): 3 clusters
  Score: Raw -314796.714897 + Penalty 2737.865105 = -312058.849792
  nChanged 12
		SP:Iteration 21Q (127599.200000 sec): 3 clusters
  Score: Raw -314799.940459 + Penalty 2737.865105 = -312062.075354
  nChanged 12
		SP:Iteration 22Q (127599.290000 sec): 3 clusters
  Score: Raw -314802.316885 + Penalty 2737.865105 = -312064.451779
  nChanged 7
		SP:Iteration 23Q (127599.380000 sec): 3 clusters
  Score: Raw -314803.593465 + Penalty 2737.865105 = -312065.728360
  nChanged 7
		SP:Iteration 24Q (127599.470000 sec): 3 clusters
  Score: Raw -314804.783460 + Penalty 2737.865105 = -312066.918354
  nChanged 4
		SP:Iteration 25Q (127599.550000 sec): 3 clusters
  Score: Raw -314805.299562 + Penalty 2737.865105 = -312067.434456
  nChanged 4
		SP:Iteration 26Q (127599.650000 sec): 3 clusters
  Score: Raw -314806.526159 + Penalty 2737.865105 = -312068.661054
  nChanged 3
		SP:Iteration 27Q (127599.730000 sec): 3 clusters
  Score: Raw -314806.890124 + Penalty 2737.865105 = -312069.025018
  nChanged 2
		SP:Iteration 28Q (127599.820000 sec): 3 clusters
  Score: Raw -314807.194875 + Penalty 2737.865105 = -312069.329770
  nChanged 1
		SP:Iteration 29Q (127599.910000 sec): 3 clusters
  Score: Raw -314807.372933 + Penalty 2737.865105 = -312069.507828
  nChanged 2
		SP:Iteration 30Q (127600.000000 sec): 3 clusters
  Score: Raw -314807.995924 + Penalty 2737.865105 = -312070.130818
  nChanged 1
		SP:Iteration 31Q (127600.090000 sec): 3 clusters
  Score: Raw -314808.150072 + Penalty 2737.865105 = -312070.284967
  nChanged 2
		SP:Iteration 32Q (127600.180000 sec): 3 clusters
  Score: Raw -314808.501735 + Penalty 2737.865105 = -312070.636629
  nChanged 0
		SP:Iteration 33F (127600.270000 sec): 3 clusters
  Score: Raw -314808.501735 + Penalty 2737.865105 = -312070.636629
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (2384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127600.330000 sec): 2 clusters
  Score: Raw -199995.025985 + Penalty 1263.686942 = -198731.339043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127600.380000 sec): 3 clusters
  Score: Raw -198933.754600 + Penalty 2527.373884 = -196406.380716
  nChanged 892
		SP:Iteration 1F (127600.420000 sec): 3 clusters
  Score: Raw -199589.162777 + Penalty 2527.373884 = -197061.788893
  nChanged 225
		SP:Iteration 2F (127600.460000 sec): 3 clusters
  Score: Raw -199784.989872 + Penalty 2527.373884 = -197257.615988
  nChanged 152
		SP:Iteration 3F (127600.510000 sec): 3 clusters
  Score: Raw -199904.322571 + Penalty 2527.373884 = -197376.948687
  nChanged 93
		SP:Iteration 4Q (127600.550000 sec): 3 clusters
  Score: Raw -199979.554729 + Penalty 2527.373884 = -197452.180845
  nChanged 81
		SP:Iteration 5Q (127600.600000 sec): 3 clusters
  Score: Raw -200041.018043 + Penalty 2527.373884 = -197513.644159
  nChanged 71
		SP:Iteration 6Q (127600.640000 sec): 3 clusters
  Score: Raw -200084.523067 + Penalty 2527.373884 = -197557.149182
  nChanged 51
		SP:Iteration 7Q (127600.690000 sec): 3 clusters
  Score: Raw -200115.051103 + Penalty 2527.373884 = -197587.677219
  nChanged 38
		SP:Iteration 8Q (127600.730000 sec): 3 clusters
  Score: Raw -200138.057277 + Penalty 2527.373884 = -197610.683393
  nChanged 41
		SP:Iteration 9Q (127600.780000 sec): 3 clusters
  Score: Raw -200164.850023 + Penalty 2527.373884 = -197637.476139
  nChanged 29
		SP:Iteration 10Q (127600.830000 sec): 3 clusters
  Score: Raw -200182.512090 + Penalty 2527.373884 = -197655.138206
  nChanged 27
		SP:Iteration 11Q (127600.870000 sec): 3 clusters
  Score: Raw -200200.624479 + Penalty 2527.373884 = -197673.250595
  nChanged 27
		SP:Iteration 12Q (127600.910000 sec): 3 clusters
  Score: Raw -200218.405222 + Penalty 2527.373884 = -197691.031338
  nChanged 23
		SP:Iteration 13Q (127600.960000 sec): 3 clusters
  Score: Raw -200233.566669 + Penalty 2527.373884 = -197706.192785
  nChanged 21
		SP:Iteration 14Q (127601.000000 sec): 3 clusters
  Score: Raw -200247.179618 + Penalty 2527.373884 = -197719.805734
  nChanged 22
		SP:Iteration 15Q (127601.050000 sec): 3 clusters
  Score: Raw -200264.832053 + Penalty 2527.373884 = -197737.458168
  nChanged 18
		SP:Iteration 16Q (127601.090000 sec): 3 clusters
  Score: Raw -200276.956413 + Penalty 2527.373884 = -197749.582529
  nChanged 22
		SP:Iteration 17Q (127601.140000 sec): 3 clusters
  Score: Raw -200289.136088 + Penalty 2527.373884 = -197761.762203
  nChanged 16
		SP:Iteration 18Q (127601.180000 sec): 3 clusters
  Score: Raw -200295.886088 + Penalty 2527.373884 = -197768.512204
  nChanged 5
		SP:Iteration 19Q (127601.230000 sec): 3 clusters
  Score: Raw -200299.016750 + Penalty 2527.373884 = -197771.642866
  nChanged 6
		SP:Iteration 20F (127601.270000 sec): 3 clusters
  Score: Raw -200301.860235 + Penalty 2527.373884 = -197774.486351
  nChanged 2
		SP:Iteration 21Q (127601.310000 sec): 3 clusters
  Score: Raw -200302.777275 + Penalty 2527.373884 = -197775.403391
  nChanged 2
		SP:Iteration 22Q (127601.360000 sec): 3 clusters
  Score: Raw -200304.082637 + Penalty 2527.373884 = -197776.708753
  nChanged 2
		SP:Iteration 23Q (127601.400000 sec): 3 clusters
  Score: Raw -200304.659459 + Penalty 2527.373884 = -197777.285574
  nChanged 2
		SP:Iteration 24Q (127601.450000 sec): 3 clusters
  Score: Raw -200305.282659 + Penalty 2527.373884 = -197777.908775
  nChanged 2
		SP:Iteration 25Q (127601.490000 sec): 3 clusters
  Score: Raw -200306.764927 + Penalty 2527.373884 = -197779.391043
  nChanged 6
		SP:Iteration 26Q (127601.530000 sec): 3 clusters
  Score: Raw -200310.335645 + Penalty 2527.373884 = -197782.961761
  nChanged 6
		SP:Iteration 27Q (127601.570000 sec): 3 clusters
  Score: Raw -200313.719796 + Penalty 2527.373884 = -197786.345912
  nChanged 4
		SP:Iteration 28Q (127601.620000 sec): 3 clusters
  Score: Raw -200315.440851 + Penalty 2527.373884 = -197788.066967
  nChanged 3
		SP:Iteration 29Q (127601.660000 sec): 3 clusters
  Score: Raw -200316.192521 + Penalty 2527.373884 = -197788.818637
  nChanged 3
		SP:Iteration 30Q (127601.710000 sec): 3 clusters
  Score: Raw -200316.975290 + Penalty 2527.373884 = -197789.601406
  nChanged 3
		SP:Iteration 31Q (127601.750000 sec): 3 clusters
  Score: Raw -200317.610033 + Penalty 2527.373884 = -197790.236149
  nChanged 0
		SP:Iteration 32F (127601.790000 sec): 3 clusters
  Score: Raw -200317.610033 + Penalty 2527.373884 = -197790.236149
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (3010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127601.860000 sec): 2 clusters
  Score: Raw -231011.952305 + Penalty 1301.575496 = -229710.376809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127601.920000 sec): 3 clusters
  Score: Raw -229619.982079 + Penalty 2603.150991 = -227016.831088
  nChanged 1175
		SP:Iteration 1F (127601.980000 sec): 3 clusters
  Score: Raw -230358.252894 + Penalty 2603.150991 = -227755.101903
  nChanged 254
		SP:Iteration 2F (127602.040000 sec): 3 clusters
  Score: Raw -230546.416743 + Penalty 2603.150991 = -227943.265751
  nChanged 181
		SP:Iteration 3F (127602.100000 sec): 3 clusters
  Score: Raw -230691.769399 + Penalty 2603.150991 = -228088.618408
  nChanged 152
		SP:Iteration 4F (127602.160000 sec): 3 clusters
  Score: Raw -230820.029649 + Penalty 2603.150991 = -228216.878658
  nChanged 120
		SP:Iteration 5Q (127602.220000 sec): 3 clusters
  Score: Raw -230916.127308 + Penalty 2603.150991 = -228312.976317
  nChanged 107
		SP:Iteration 6Q (127602.280000 sec): 3 clusters
  Score: Raw -231005.283141 + Penalty 2603.150991 = -228402.132150
  nChanged 102
		SP:Iteration 7Q (127602.340000 sec): 3 clusters
  Score: Raw -231079.332870 + Penalty 2603.150991 = -228476.181879
  nChanged 76
		SP:Iteration 8Q (127602.400000 sec): 3 clusters
  Score: Raw -231134.433141 + Penalty 2603.150991 = -228531.282150
  nChanged 81
		SP:Iteration 9Q (127602.460000 sec): 3 clusters
  Score: Raw -231191.514288 + Penalty 2603.150991 = -228588.363297
  nChanged 65
		SP:Iteration 10Q (127602.520000 sec): 3 clusters
  Score: Raw -231227.724385 + Penalty 2603.150991 = -228624.573394
  nChanged 48
		SP:Iteration 11Q (127602.580000 sec): 3 clusters
  Score: Raw -231260.928025 + Penalty 2603.150991 = -228657.777034
  nChanged 51
		SP:Iteration 12Q (127602.640000 sec): 3 clusters
  Score: Raw -231291.753557 + Penalty 2603.150991 = -228688.602566
  nChanged 42
		SP:Iteration 13Q (127602.700000 sec): 3 clusters
  Score: Raw -231312.391936 + Penalty 2603.150991 = -228709.240944
  nChanged 42
		SP:Iteration 14Q (127602.760000 sec): 3 clusters
  Score: Raw -231338.881938 + Penalty 2603.150991 = -228735.730946
  nChanged 46
		SP:Iteration 15Q (127602.820000 sec): 3 clusters
  Score: Raw -231367.620693 + Penalty 2603.150991 = -228764.469701
  nChanged 42
		SP:Iteration 16Q (127602.880000 sec): 3 clusters
  Score: Raw -231392.865976 + Penalty 2603.150991 = -228789.714985
  nChanged 43
		SP:Iteration 17Q (127602.940000 sec): 3 clusters
  Score: Raw -231423.337172 + Penalty 2603.150991 = -228820.186181
  nChanged 31
		SP:Iteration 18Q (127603.000000 sec): 3 clusters
  Score: Raw -231444.639763 + Penalty 2603.150991 = -228841.488772
  nChanged 26
		SP:Iteration 19Q (127603.060000 sec): 3 clusters
  Score: Raw -231457.483006 + Penalty 2603.150991 = -228854.332015
  nChanged 24
		SP:Iteration 20F (127603.120000 sec): 3 clusters
  Score: Raw -231469.701715 + Penalty 2603.150991 = -228866.550723
  nChanged 20
		SP:Iteration 21Q (127603.180000 sec): 3 clusters
  Score: Raw -231478.676690 + Penalty 2603.150991 = -228875.525699
  nChanged 10
		SP:Iteration 22Q (127603.240000 sec): 3 clusters
  Score: Raw -231483.142007 + Penalty 2603.150991 = -228879.991015
  nChanged 9
		SP:Iteration 23Q (127603.410000 sec): 3 clusters
  Score: Raw -231485.433853 + Penalty 2603.150991 = -228882.282862
  nChanged 7
		SP:Iteration 24Q (127603.580000 sec): 3 clusters
  Score: Raw -231487.276519 + Penalty 2603.150991 = -228884.125528
  nChanged 6
		SP:Iteration 25Q (127603.760000 sec): 3 clusters
  Score: Raw -231489.250425 + Penalty 2603.150991 = -228886.099433
  nChanged 4
		SP:Iteration 26Q (127603.930000 sec): 3 clusters
  Score: Raw -231491.610354 + Penalty 2603.150991 = -228888.459362
  nChanged 1
		SP:Iteration 27Q (127604.110000 sec): 3 clusters
  Score: Raw -231492.779487 + Penalty 2603.150991 = -228889.628495
  nChanged 2
		SP:Iteration 28Q (127604.290000 sec): 3 clusters
  Score: Raw -231493.381386 + Penalty 2603.150991 = -228890.230394
  nChanged 3
		SP:Iteration 29Q (127604.460000 sec): 3 clusters
  Score: Raw -231493.959596 + Penalty 2603.150991 = -228890.808604
  nChanged 2
		SP:Iteration 30Q (127604.640000 sec): 3 clusters
  Score: Raw -231494.381138 + Penalty 2603.150991 = -228891.230147
  nChanged 0
		SP:Iteration 31F (127604.810000 sec): 3 clusters
  Score: Raw -231494.381138 + Penalty 2603.150991 = -228891.230147
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (5137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127604.940000 sec): 2 clusters
  Score: Raw -421177.139372 + Penalty 1388.436486 = -419788.702886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127605.120000 sec): 3 clusters
  Score: Raw -418554.217271 + Penalty 2776.872972 = -415777.344299
  nChanged 2096
		SP:Iteration 1F (127605.290000 sec): 3 clusters
  Score: Raw -419883.826178 + Penalty 2776.872972 = -417106.953205
  nChanged 426
		SP:Iteration 2F (127605.470000 sec): 3 clusters
  Score: Raw -420167.961621 + Penalty 2776.872972 = -417391.088648
  nChanged 320
		SP:Iteration 3F (127605.650000 sec): 3 clusters
  Score: Raw -420394.702521 + Penalty 2776.872972 = -417617.829549
  nChanged 262
		SP:Iteration 4F (127605.820000 sec): 3 clusters
  Score: Raw -420579.778643 + Penalty 2776.872972 = -417802.905671
  nChanged 221
		SP:Iteration 5Q (127605.990000 sec): 3 clusters
  Score: Raw -420721.873604 + Penalty 2776.872972 = -417945.000632
  nChanged 203
		SP:Iteration 6Q (127606.170000 sec): 3 clusters
  Score: Raw -420845.250821 + Penalty 2776.872972 = -418068.377849
  nChanged 164
		SP:Iteration 7Q (127606.350000 sec): 3 clusters
  Score: Raw -420935.902247 + Penalty 2776.872972 = -418159.029274
  nChanged 152
		SP:Iteration 8Q (127606.520000 sec): 3 clusters
  Score: Raw -421023.498864 + Penalty 2776.872972 = -418246.625892
  nChanged 129
		SP:Iteration 9Q (127606.700000 sec): 3 clusters
  Score: Raw -421078.383935 + Penalty 2776.872972 = -418301.510963
  nChanged 86
		SP:Iteration 10Q (127606.870000 sec): 3 clusters
  Score: Raw -421126.959945 + Penalty 2776.872972 = -418350.086972
  nChanged 99
		SP:Iteration 11Q (127607.050000 sec): 3 clusters
  Score: Raw -421175.877684 + Penalty 2776.872972 = -418399.004711
  nChanged 82
		SP:Iteration 12Q (127607.220000 sec): 3 clusters
  Score: Raw -421224.471281 + Penalty 2776.872972 = -418447.598308
  nChanged 78
		SP:Iteration 13Q (127607.400000 sec): 3 clusters
  Score: Raw -421274.894545 + Penalty 2776.872972 = -418498.021573
  nChanged 71
		SP:Iteration 14Q (127607.570000 sec): 3 clusters
  Score: Raw -421314.759564 + Penalty 2776.872972 = -418537.886591
  nChanged 56
		SP:Iteration 15Q (127607.750000 sec): 3 clusters
  Score: Raw -421348.523160 + Penalty 2776.872972 = -418571.650188
  nChanged 67
		SP:Iteration 16Q (127607.930000 sec): 3 clusters
  Score: Raw -421383.472672 + Penalty 2776.872972 = -418606.599699
  nChanged 54
		SP:Iteration 17Q (127608.100000 sec): 3 clusters
  Score: Raw -421403.835570 + Penalty 2776.872972 = -418626.962598
  nChanged 33
		SP:Iteration 18Q (127608.280000 sec): 3 clusters
  Score: Raw -421416.276755 + Penalty 2776.872972 = -418639.403783
  nChanged 35
		SP:Iteration 19Q (127608.450000 sec): 3 clusters
  Score: Raw -421427.316539 + Penalty 2776.872972 = -418650.443567
  nChanged 32
		SP:Iteration 20F (127608.630000 sec): 3 clusters
  Score: Raw -421441.714344 + Penalty 2776.872972 = -418664.841372
  nChanged 28
		SP:Iteration 21Q (127608.800000 sec): 3 clusters
  Score: Raw -421451.988051 + Penalty 2776.872972 = -418675.115079
  nChanged 22
		SP:Iteration 22Q (127608.980000 sec): 3 clusters
  Score: Raw -421460.120849 + Penalty 2776.872972 = -418683.247876
  nChanged 15
		SP:Iteration 23Q (127609.200000 sec): 3 clusters
  Score: Raw -421466.592364 + Penalty 2776.872972 = -418689.719391
  nChanged 14
		SP:Iteration 24Q (127609.380000 sec): 3 clusters
  Score: Raw -421474.485320 + Penalty 2776.872972 = -418697.612347
  nChanged 25
		SP:Iteration 25Q (127609.530000 sec): 3 clusters
  Score: Raw -421486.122036 + Penalty 2776.872972 = -418709.249064
  nChanged 30
		SP:Iteration 26Q (127609.700000 sec): 3 clusters
  Score: Raw -421500.916555 + Penalty 2776.872972 = -418724.043582
  nChanged 29
		SP:Iteration 27Q (127609.880000 sec): 3 clusters
  Score: Raw -421514.601912 + Penalty 2776.872972 = -418737.728940
  nChanged 41
		SP:Iteration 28Q (127610.050000 sec): 3 clusters
  Score: Raw -421533.434609 + Penalty 2776.872972 = -418756.561637
  nChanged 25
		SP:Iteration 29Q (127610.230000 sec): 3 clusters
  Score: Raw -421541.051897 + Penalty 2776.872972 = -418764.178925
  nChanged 21
		SP:Iteration 30Q (127610.410000 sec): 3 clusters
  Score: Raw -421553.064039 + Penalty 2776.872972 = -418776.191067
  nChanged 20
		SP:Iteration 31Q (127610.580000 sec): 3 clusters
  Score: Raw -421559.985292 + Penalty 2776.872972 = -418783.112320
  nChanged 17
		SP:Iteration 32Q (127610.750000 sec): 3 clusters
  Score: Raw -421566.406500 + Penalty 2776.872972 = -418789.533528
  nChanged 15
		SP:Iteration 33Q (127610.930000 sec): 3 clusters
  Score: Raw -421570.002134 + Penalty 2776.872972 = -418793.129162
  nChanged 5
		SP:Iteration 34Q (127611.110000 sec): 3 clusters
  Score: Raw -421570.954038 + Penalty 2776.872972 = -418794.081065
  nChanged 7
		SP:Iteration 35Q (127611.280000 sec): 3 clusters
  Score: Raw -421572.386700 + Penalty 2776.872972 = -418795.513728
  nChanged 8
		SP:Iteration 36Q (127611.460000 sec): 3 clusters
  Score: Raw -421573.636599 + Penalty 2776.872972 = -418796.763626
  nChanged 3
		SP:Iteration 37Q (127611.630000 sec): 3 clusters
  Score: Raw -421574.439116 + Penalty 2776.872972 = -418797.566144
  nChanged 3
		SP:Iteration 38Q (127611.810000 sec): 3 clusters
  Score: Raw -421574.984538 + Penalty 2776.872972 = -418798.111565
  nChanged 3
		SP:Iteration 39Q (127611.990000 sec): 3 clusters
  Score: Raw -421575.491374 + Penalty 2776.872972 = -418798.618402
  nChanged 1
		SP:Iteration 40F (127612.160000 sec): 3 clusters
  Score: Raw -421575.648446 + Penalty 2776.872972 = -418798.775474
  nChanged 2
		SP:Iteration 41Q (127612.330000 sec): 3 clusters
  Score: Raw -421576.151524 + Penalty 2776.872972 = -418799.278551
  nChanged 2
		SP:Iteration 42Q (127612.510000 sec): 3 clusters
  Score: Raw -421576.472694 + Penalty 2776.872972 = -418799.599722
  nChanged 1
		SP:Iteration 43Q (127612.690000 sec): 3 clusters
  Score: Raw -421576.565317 + Penalty 2776.872972 = -418799.692344
  nChanged 1
		SP:Iteration 44Q (127612.860000 sec): 3 clusters
  Score: Raw -421576.722444 + Penalty 2776.872972 = -418799.849472
  nChanged 1
		SP:Iteration 45Q (127613.040000 sec): 3 clusters
  Score: Raw -421577.040842 + Penalty 2776.872972 = -418800.167869
  nChanged 2
		SP:Iteration 46Q (127613.210000 sec): 3 clusters
  Score: Raw -421577.485934 + Penalty 2776.872972 = -418800.612962
  nChanged 3
		SP:Iteration 47Q (127613.390000 sec): 3 clusters
  Score: Raw -421578.337530 + Penalty 2776.872972 = -418801.464558
  nChanged 4
		SP:Iteration 48Q (127613.560000 sec): 3 clusters
  Score: Raw -421578.788853 + Penalty 2776.872972 = -418801.915880
  nChanged 0
		SP:Iteration 49F (127613.740000 sec): 3 clusters
  Score: Raw -421578.788853 + Penalty 2776.872972 = -418801.915880
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (7038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127613.840000 sec): 2 clusters
  Score: Raw -612855.255699 + Penalty 1439.600389 = -611415.655310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127614.060000 sec): 3 clusters
  Score: Raw -609042.468388 + Penalty 2879.200778 = -606163.267609
  nChanged 2970
		SP:Iteration 1F (127614.260000 sec): 3 clusters
  Score: Raw -610784.769407 + Penalty 2879.200778 = -607905.568629
  nChanged 520
		SP:Iteration 2F (127614.470000 sec): 3 clusters
  Score: Raw -611113.668756 + Penalty 2879.200778 = -608234.467978
  nChanged 452
		SP:Iteration 3F (127614.670000 sec): 3 clusters
  Score: Raw -611445.185395 + Penalty 2879.200778 = -608565.984617
  nChanged 435
		SP:Iteration 4F (127614.880000 sec): 3 clusters
  Score: Raw -611776.022031 + Penalty 2879.200778 = -608896.821252
  nChanged 393
		SP:Iteration 5F (127615.080000 sec): 3 clusters
  Score: Raw -612087.937851 + Penalty 2879.200778 = -609208.737072
  nChanged 357
		SP:Iteration 6F (127615.290000 sec): 3 clusters
  Score: Raw -612361.238766 + Penalty 2879.200778 = -609482.037988
  nChanged 327
		SP:Iteration 7Q (127615.490000 sec): 3 clusters
  Score: Raw -612594.682143 + Penalty 2879.200778 = -609715.481365
  nChanged 289
		SP:Iteration 8Q (127615.690000 sec): 3 clusters
  Score: Raw -612780.415198 + Penalty 2879.200778 = -609901.214420
  nChanged 242
		SP:Iteration 9Q (127615.900000 sec): 3 clusters
  Score: Raw -612913.595192 + Penalty 2879.200778 = -610034.394413
  nChanged 184
		SP:Iteration 10Q (127616.100000 sec): 3 clusters
  Score: Raw -612996.705524 + Penalty 2879.200778 = -610117.504746
  nChanged 148
		SP:Iteration 11Q (127616.310000 sec): 3 clusters
  Score: Raw -613072.391987 + Penalty 2879.200778 = -610193.191209
  nChanged 141
		SP:Iteration 12Q (127616.510000 sec): 3 clusters
  Score: Raw -613133.775643 + Penalty 2879.200778 = -610254.574864
  nChanged 102
		SP:Iteration 13Q (127616.710000 sec): 3 clusters
  Score: Raw -613168.948441 + Penalty 2879.200778 = -610289.747663
  nChanged 76
		SP:Iteration 14Q (127616.920000 sec): 3 clusters
  Score: Raw -613196.094525 + Penalty 2879.200778 = -610316.893747
  nChanged 74
		SP:Iteration 15Q (127617.120000 sec): 3 clusters
  Score: Raw -613218.040557 + Penalty 2879.200778 = -610338.839778
  nChanged 71
		SP:Iteration 16Q (127617.330000 sec): 3 clusters
  Score: Raw -613240.412777 + Penalty 2879.200778 = -610361.211999
  nChanged 39
		SP:Iteration 17Q (127617.530000 sec): 3 clusters
  Score: Raw -613251.031272 + Penalty 2879.200778 = -610371.830493
  nChanged 37
		SP:Iteration 18Q (127617.730000 sec): 3 clusters
  Score: Raw -613260.799274 + Penalty 2879.200778 = -610381.598496
  nChanged 34
		SP:Iteration 19Q (127617.940000 sec): 3 clusters
  Score: Raw -613269.811625 + Penalty 2879.200778 = -610390.610847
  nChanged 34
		SP:Iteration 20F (127618.140000 sec): 3 clusters
  Score: Raw -613277.939219 + Penalty 2879.200778 = -610398.738441
  nChanged 36
		SP:Iteration 21Q (127618.350000 sec): 3 clusters
  Score: Raw -613286.267085 + Penalty 2879.200778 = -610407.066307
  nChanged 33
		SP:Iteration 22Q (127618.550000 sec): 3 clusters
  Score: Raw -613295.764596 + Penalty 2879.200778 = -610416.563818
  nChanged 36
		SP:Iteration 23Q (127618.750000 sec): 3 clusters
  Score: Raw -613304.670976 + Penalty 2879.200778 = -610425.470197
  nChanged 38
		SP:Iteration 24Q (127618.960000 sec): 3 clusters
  Score: Raw -613313.632767 + Penalty 2879.200778 = -610434.431989
  nChanged 26
		SP:Iteration 25Q (127619.160000 sec): 3 clusters
  Score: Raw -613320.751866 + Penalty 2879.200778 = -610441.551088
  nChanged 36
		SP:Iteration 26Q (127619.370000 sec): 3 clusters
  Score: Raw -613331.979919 + Penalty 2879.200778 = -610452.779141
  nChanged 29
		SP:Iteration 27Q (127619.570000 sec): 3 clusters
  Score: Raw -613340.501642 + Penalty 2879.200778 = -610461.300863
  nChanged 28
		SP:Iteration 28Q (127619.770000 sec): 3 clusters
  Score: Raw -613347.190328 + Penalty 2879.200778 = -610467.989550
  nChanged 21
		SP:Iteration 29Q (127619.980000 sec): 3 clusters
  Score: Raw -613353.564527 + Penalty 2879.200778 = -610474.363749
  nChanged 27
		SP:Iteration 30Q (127620.180000 sec): 3 clusters
  Score: Raw -613361.962002 + Penalty 2879.200778 = -610482.761223
  nChanged 36
		SP:Iteration 31Q (127620.390000 sec): 3 clusters
  Score: Raw -613373.316003 + Penalty 2879.200778 = -610494.115225
  nChanged 38
		SP:Iteration 32Q (127620.590000 sec): 3 clusters
  Score: Raw -613386.210319 + Penalty 2879.200778 = -610507.009540
  nChanged 30
		SP:Iteration 33Q (127620.790000 sec): 3 clusters
  Score: Raw -613394.260659 + Penalty 2879.200778 = -610515.059881
  nChanged 22
		SP:Iteration 34Q (127621.000000 sec): 3 clusters
  Score: Raw -613398.593152 + Penalty 2879.200778 = -610519.392374
  nChanged 28
		SP:Iteration 35Q (127621.200000 sec): 3 clusters
  Score: Raw -613405.166587 + Penalty 2879.200778 = -610525.965809
  nChanged 23
		SP:Iteration 36Q (127621.410000 sec): 3 clusters
  Score: Raw -613410.708355 + Penalty 2879.200778 = -610531.507577
  nChanged 27
		SP:Iteration 37Q (127621.610000 sec): 3 clusters
  Score: Raw -613416.940058 + Penalty 2879.200778 = -610537.739280
  nChanged 16
		SP:Iteration 38Q (127621.810000 sec): 3 clusters
  Score: Raw -613420.842204 + Penalty 2879.200778 = -610541.641426
  nChanged 12
		SP:Iteration 39Q (127622.020000 sec): 3 clusters
  Score: Raw -613423.203731 + Penalty 2879.200778 = -610544.002953
  nChanged 12
		SP:Iteration 40F (127622.220000 sec): 3 clusters
  Score: Raw -613425.096008 + Penalty 2879.200778 = -610545.895230
  nChanged 7
		SP:Iteration 41Q (127622.430000 sec): 3 clusters
  Score: Raw -613426.462029 + Penalty 2879.200778 = -610547.261250
  nChanged 11
		SP:Iteration 42Q (127622.630000 sec): 3 clusters
  Score: Raw -613428.284772 + Penalty 2879.200778 = -610549.083994
  nChanged 9
		SP:Iteration 43Q (127622.830000 sec): 3 clusters
  Score: Raw -613429.953478 + Penalty 2879.200778 = -610550.752700
  nChanged 12
		SP:Iteration 44Q (127623.040000 sec): 3 clusters
  Score: Raw -613433.054198 + Penalty 2879.200778 = -610553.853419
  nChanged 10
		SP:Iteration 45Q (127623.240000 sec): 3 clusters
  Score: Raw -613435.213215 + Penalty 2879.200778 = -610556.012436
  nChanged 8
		SP:Iteration 46Q (127623.450000 sec): 3 clusters
  Score: Raw -613436.848944 + Penalty 2879.200778 = -610557.648166
  nChanged 7
		SP:Iteration 47Q (127623.650000 sec): 3 clusters
  Score: Raw -613438.175223 + Penalty 2879.200778 = -610558.974445
  nChanged 10
		SP:Iteration 48Q (127623.850000 sec): 3 clusters
  Score: Raw -613439.538562 + Penalty 2879.200778 = -610560.337784
  nChanged 9
		SP:Iteration 49Q (127624.060000 sec): 3 clusters
  Score: Raw -613440.789301 + Penalty 2879.200778 = -610561.588523
  nChanged 6
		SP:Iteration 50Q (127624.290000 sec): 3 clusters
  Score: Raw -613441.450326 + Penalty 2879.200778 = -610562.249548
  nChanged 5
		SP:Iteration 51Q (127624.510000 sec): 3 clusters
  Score: Raw -613442.113470 + Penalty 2879.200778 = -610562.912692
  nChanged 1
		SP:Iteration 52Q (127624.710000 sec): 3 clusters
  Score: Raw -613442.447051 + Penalty 2879.200778 = -610563.246272
  nChanged 3
		SP:Iteration 53Q (127624.910000 sec): 3 clusters
  Score: Raw -613442.910284 + Penalty 2879.200778 = -610563.709505
  nChanged 4
		SP:Iteration 54Q (127625.120000 sec): 3 clusters
  Score: Raw -613443.489010 + Penalty 2879.200778 = -610564.288232
  nChanged 2
		SP:Iteration 55Q (127625.320000 sec): 3 clusters
  Score: Raw -613443.963247 + Penalty 2879.200778 = -610564.762469
  nChanged 1
		SP:Iteration 56Q (127625.530000 sec): 3 clusters
  Score: Raw -613444.043149 + Penalty 2879.200778 = -610564.842371
  nChanged 0
		SP:Iteration 57F (127625.760000 sec): 3 clusters
  Score: Raw -613444.043149 + Penalty 2879.200778 = -610564.842371
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (3693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127625.870000 sec): 2 clusters
  Score: Raw -318394.123257 + Penalty 1334.806592 = -317059.316664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127626.040000 sec): 3 clusters
  Score: Raw -316628.677016 + Penalty 2669.613185 = -313959.063831
  nChanged 1434
		SP:Iteration 1F (127626.220000 sec): 3 clusters
  Score: Raw -317613.618362 + Penalty 2669.613185 = -314944.005177
  nChanged 365
		SP:Iteration 2F (127626.400000 sec): 3 clusters
  Score: Raw -317985.238750 + Penalty 2669.613185 = -315315.625565
  nChanged 298
		SP:Iteration 3F (127626.570000 sec): 3 clusters
  Score: Raw -318279.446386 + Penalty 2669.613185 = -315609.833201
  nChanged 227
		SP:Iteration 4F (127626.750000 sec): 3 clusters
  Score: Raw -318480.710744 + Penalty 2669.613185 = -315811.097559
  nChanged 163
		SP:Iteration 5Q (127626.920000 sec): 3 clusters
  Score: Raw -318626.634548 + Penalty 2669.613185 = -315957.021363
  nChanged 141
		SP:Iteration 6Q (127627.100000 sec): 3 clusters
  Score: Raw -318758.422843 + Penalty 2669.613185 = -316088.809658
  nChanged 126
		SP:Iteration 7Q (127627.270000 sec): 3 clusters
  Score: Raw -318845.777008 + Penalty 2669.613185 = -316176.163823
  nChanged 102
		SP:Iteration 8Q (127627.450000 sec): 3 clusters
  Score: Raw -318903.140140 + Penalty 2669.613185 = -316233.526955
  nChanged 67
		SP:Iteration 9Q (127627.620000 sec): 3 clusters
  Score: Raw -318947.233689 + Penalty 2669.613185 = -316277.620504
  nChanged 62
		SP:Iteration 10Q (127627.800000 sec): 3 clusters
  Score: Raw -318982.629881 + Penalty 2669.613185 = -316313.016696
  nChanged 46
		SP:Iteration 11Q (127627.980000 sec): 3 clusters
  Score: Raw -319003.652824 + Penalty 2669.613185 = -316334.039639
  nChanged 36
		SP:Iteration 12Q (127628.150000 sec): 3 clusters
  Score: Raw -319021.974024 + Penalty 2669.613185 = -316352.360839
  nChanged 35
		SP:Iteration 13Q (127628.330000 sec): 3 clusters
  Score: Raw -319035.824364 + Penalty 2669.613185 = -316366.211179
  nChanged 25
		SP:Iteration 14Q (127628.500000 sec): 3 clusters
  Score: Raw -319045.755024 + Penalty 2669.613185 = -316376.141839
  nChanged 26
		SP:Iteration 15Q (127628.580000 sec): 3 clusters
  Score: Raw -319054.972148 + Penalty 2669.613185 = -316385.358963
  nChanged 16
		SP:Iteration 16Q (127628.660000 sec): 3 clusters
  Score: Raw -319060.806917 + Penalty 2669.613185 = -316391.193732
  nChanged 10
		SP:Iteration 17Q (127628.730000 sec): 3 clusters
  Score: Raw -319063.734236 + Penalty 2669.613185 = -316394.121051
  nChanged 6
		SP:Iteration 18Q (127628.810000 sec): 3 clusters
  Score: Raw -319066.212012 + Penalty 2669.613185 = -316396.598827
  nChanged 6
		SP:Iteration 19Q (127628.900000 sec): 3 clusters
  Score: Raw -319067.134864 + Penalty 2669.613185 = -316397.521680
  nChanged 3
		SP:Iteration 20F (127628.980000 sec): 3 clusters
  Score: Raw -319067.620989 + Penalty 2669.613185 = -316398.007804
  nChanged 1
		SP:Iteration 21Q (127629.060000 sec): 3 clusters
  Score: Raw -319068.296066 + Penalty 2669.613185 = -316398.682881
  nChanged 3
		SP:Iteration 22Q (127629.140000 sec): 3 clusters
  Score: Raw -319068.886316 + Penalty 2669.613185 = -316399.273132
  nChanged 0
		SP:Iteration 23F (127629.210000 sec): 3 clusters
  Score: Raw -319068.886316 + Penalty 2669.613185 = -316399.273132
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (4208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127629.320000 sec): 2 clusters
  Score: Raw -340841.331276 + Penalty 1356.020698 = -339485.310579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127629.500000 sec): 3 clusters
  Score: Raw -338740.727754 + Penalty 2712.041395 = -336028.686359
  nChanged 1690
		SP:Iteration 1F (127629.670000 sec): 3 clusters
  Score: Raw -339877.558243 + Penalty 2712.041395 = -337165.516848
  nChanged 370
		SP:Iteration 2F (127629.850000 sec): 3 clusters
  Score: Raw -340158.076376 + Penalty 2712.041395 = -337446.034981
  nChanged 268
		SP:Iteration 3F (127630.020000 sec): 3 clusters
  Score: Raw -340340.453246 + Penalty 2712.041395 = -337628.411850
  nChanged 204
		SP:Iteration 4Q (127630.200000 sec): 3 clusters
  Score: Raw -340489.468985 + Penalty 2712.041395 = -337777.427589
  nChanged 169
		SP:Iteration 5Q (127630.380000 sec): 3 clusters
  Score: Raw -340605.095362 + Penalty 2712.041395 = -337893.053967
  nChanged 140
		SP:Iteration 6Q (127630.550000 sec): 3 clusters
  Score: Raw -340690.064337 + Penalty 2712.041395 = -337978.022942
  nChanged 120
		SP:Iteration 7Q (127630.730000 sec): 3 clusters
  Score: Raw -340774.156005 + Penalty 2712.041395 = -338062.114610
  nChanged 119
		SP:Iteration 8Q (127630.900000 sec): 3 clusters
  Score: Raw -340861.533879 + Penalty 2712.041395 = -338149.492483
  nChanged 116
		SP:Iteration 9Q (127631.080000 sec): 3 clusters
  Score: Raw -340943.150085 + Penalty 2712.041395 = -338231.108690
  nChanged 94
		SP:Iteration 10Q (127631.260000 sec): 3 clusters
  Score: Raw -341005.415668 + Penalty 2712.041395 = -338293.374273
  nChanged 84
		SP:Iteration 11Q (127631.430000 sec): 3 clusters
  Score: Raw -341064.179715 + Penalty 2712.041395 = -338352.138320
  nChanged 86
		SP:Iteration 12Q (127631.610000 sec): 3 clusters
  Score: Raw -341114.561616 + Penalty 2712.041395 = -338402.520220
  nChanged 69
		SP:Iteration 13Q (127631.780000 sec): 3 clusters
  Score: Raw -341157.714406 + Penalty 2712.041395 = -338445.673011
  nChanged 68
		SP:Iteration 14Q (127631.960000 sec): 3 clusters
  Score: Raw -341198.323204 + Penalty 2712.041395 = -338486.281809
  nChanged 63
		SP:Iteration 15Q (127632.140000 sec): 3 clusters
  Score: Raw -341235.392142 + Penalty 2712.041395 = -338523.350747
  nChanged 49
		SP:Iteration 16Q (127632.310000 sec): 3 clusters
  Score: Raw -341264.545679 + Penalty 2712.041395 = -338552.504283
  nChanged 50
		SP:Iteration 17Q (127632.490000 sec): 3 clusters
  Score: Raw -341298.658907 + Penalty 2712.041395 = -338586.617512
  nChanged 44
		SP:Iteration 18Q (127632.660000 sec): 3 clusters
  Score: Raw -341332.463468 + Penalty 2712.041395 = -338620.422073
  nChanged 43
		SP:Iteration 19Q (127632.840000 sec): 3 clusters
  Score: Raw -341358.551781 + Penalty 2712.041395 = -338646.510386
  nChanged 33
		SP:Iteration 20F (127633.010000 sec): 3 clusters
  Score: Raw -341375.321059 + Penalty 2712.041395 = -338663.279663
  nChanged 28
		SP:Iteration 21Q (127633.170000 sec): 3 clusters
  Score: Raw -341389.997964 + Penalty 2712.041395 = -338677.956568
  nChanged 24
		SP:Iteration 22Q (127633.330000 sec): 3 clusters
  Score: Raw -341405.952162 + Penalty 2712.041395 = -338693.910767
  nChanged 24
		SP:Iteration 23Q (127633.490000 sec): 3 clusters
  Score: Raw -341420.087037 + Penalty 2712.041395 = -338708.045641
  nChanged 30
		SP:Iteration 24Q (127633.650000 sec): 3 clusters
  Score: Raw -341434.009035 + Penalty 2712.041395 = -338721.967639
  nChanged 21
		SP:Iteration 25Q (127633.810000 sec): 3 clusters
  Score: Raw -341442.369214 + Penalty 2712.041395 = -338730.327819
  nChanged 18
		SP:Iteration 26Q (127633.980000 sec): 3 clusters
  Score: Raw -341449.978986 + Penalty 2712.041395 = -338737.937590
  nChanged 16
		SP:Iteration 27Q (127634.160000 sec): 3 clusters
  Score: Raw -341455.147675 + Penalty 2712.041395 = -338743.106280
  nChanged 11
		SP:Iteration 28Q (127634.250000 sec): 3 clusters
  Score: Raw -341457.885396 + Penalty 2712.041395 = -338745.844001
  nChanged 9
		SP:Iteration 29Q (127634.330000 sec): 3 clusters
  Score: Raw -341460.683435 + Penalty 2712.041395 = -338748.642040
  nChanged 7
		SP:Iteration 30Q (127634.400000 sec): 3 clusters
  Score: Raw -341463.120306 + Penalty 2712.041395 = -338751.078911
  nChanged 6
		SP:Iteration 31Q (127634.480000 sec): 3 clusters
  Score: Raw -341464.679101 + Penalty 2712.041395 = -338752.637705
  nChanged 1
		SP:Iteration 32Q (127634.550000 sec): 3 clusters
  Score: Raw -341464.830281 + Penalty 2712.041395 = -338752.788886
  nChanged 0
		SP:Iteration 33F (127634.630000 sec): 3 clusters
  Score: Raw -341464.830281 + Penalty 2712.041395 = -338752.788886
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (13757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127634.770000 sec): 2 clusters
  Score: Raw -1147050.404327 + Penalty 1548.511748 = -1145501.892579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127635.100000 sec): 3 clusters
  Score: Raw -1138935.598572 + Penalty 3097.023496 = -1135838.575076
  nChanged 6120
		SP:Iteration 1F (127635.380000 sec): 3 clusters
  Score: Raw -1142308.748307 + Penalty 3097.023496 = -1139211.724811
  nChanged 893
		SP:Iteration 2F (127635.650000 sec): 3 clusters
  Score: Raw -1142743.421736 + Penalty 3097.023496 = -1139646.398240
  nChanged 847
		SP:Iteration 3F (127635.940000 sec): 3 clusters
  Score: Raw -1143207.352711 + Penalty 3097.023496 = -1140110.329215
  nChanged 856
		SP:Iteration 4F (127636.220000 sec): 3 clusters
  Score: Raw -1143722.929986 + Penalty 3097.023496 = -1140625.906490
  nChanged 854
		SP:Iteration 5F (127636.500000 sec): 3 clusters
  Score: Raw -1144322.286009 + Penalty 3097.023496 = -1141225.262513
  nChanged 881
		SP:Iteration 6F (127636.780000 sec): 3 clusters
  Score: Raw -1144963.391127 + Penalty 3097.023496 = -1141866.367631
  nChanged 787
		SP:Iteration 7F (127637.060000 sec): 3 clusters
  Score: Raw -1145449.085287 + Penalty 3097.023496 = -1142352.061792
  nChanged 636
		SP:Iteration 8Q (127637.290000 sec): 3 clusters
  Score: Raw -1145807.433383 + Penalty 3097.023496 = -1142710.409887
  nChanged 511
		SP:Iteration 9Q (127637.560000 sec): 3 clusters
  Score: Raw -1146059.095464 + Penalty 3097.023496 = -1142962.071968
  nChanged 376
		SP:Iteration 10Q (127637.830000 sec): 3 clusters
  Score: Raw -1146210.540465 + Penalty 3097.023496 = -1143113.516969
  nChanged 309
		SP:Iteration 11Q (127638.110000 sec): 3 clusters
  Score: Raw -1146327.170792 + Penalty 3097.023496 = -1143230.147297
  nChanged 249
		SP:Iteration 12Q (127638.400000 sec): 3 clusters
  Score: Raw -1146408.581408 + Penalty 3097.023496 = -1143311.557912
  nChanged 199
		SP:Iteration 13Q (127638.670000 sec): 3 clusters
  Score: Raw -1146465.295656 + Penalty 3097.023496 = -1143368.272160
  nChanged 197
		SP:Iteration 14Q (127638.950000 sec): 3 clusters
  Score: Raw -1146523.587125 + Penalty 3097.023496 = -1143426.563629
  nChanged 171
		SP:Iteration 15Q (127639.130000 sec): 3 clusters
  Score: Raw -1146565.643540 + Penalty 3097.023496 = -1143468.620044
  nChanged 154
		SP:Iteration 16Q (127639.340000 sec): 3 clusters
  Score: Raw -1146602.590249 + Penalty 3097.023496 = -1143505.566753
  nChanged 146
		SP:Iteration 17Q (127639.640000 sec): 3 clusters
  Score: Raw -1146636.961364 + Penalty 3097.023496 = -1143539.937868
  nChanged 152
		SP:Iteration 18Q (127639.880000 sec): 3 clusters
  Score: Raw -1146672.213826 + Penalty 3097.023496 = -1143575.190330
  nChanged 128
		SP:Iteration 19Q (127640.160000 sec): 3 clusters
  Score: Raw -1146702.510806 + Penalty 3097.023496 = -1143605.487310
  nChanged 130
		SP:Iteration 20F (127640.440000 sec): 3 clusters
  Score: Raw -1146732.416416 + Penalty 3097.023496 = -1143635.392920
  nChanged 115
		SP:Iteration 21Q (127640.760000 sec): 3 clusters
  Score: Raw -1146757.895693 + Penalty 3097.023496 = -1143660.872197
  nChanged 131
		SP:Iteration 22Q (127640.990000 sec): 3 clusters
  Score: Raw -1146785.959072 + Penalty 3097.023496 = -1143688.935576
  nChanged 144
		SP:Iteration 23Q (127641.320000 sec): 3 clusters
  Score: Raw -1146823.787440 + Penalty 3097.023496 = -1143726.763944
  nChanged 152
		SP:Iteration 24Q (127641.600000 sec): 3 clusters
  Score: Raw -1146867.705400 + Penalty 3097.023496 = -1143770.681904
  nChanged 138
		SP:Iteration 25Q (127641.890000 sec): 3 clusters
  Score: Raw -1146908.517209 + Penalty 3097.023496 = -1143811.493713
  nChanged 150
		SP:Iteration 26Q (127642.210000 sec): 3 clusters
  Score: Raw -1146951.288521 + Penalty 3097.023496 = -1143854.265025
  nChanged 138
		SP:Iteration 27Q (127642.460000 sec): 3 clusters
  Score: Raw -1146988.504846 + Penalty 3097.023496 = -1143891.481350
  nChanged 137
		SP:Iteration 28Q (127642.740000 sec): 3 clusters
  Score: Raw -1147032.046869 + Penalty 3097.023496 = -1143935.023373
  nChanged 162
		SP:Iteration 29Q (127642.980000 sec): 3 clusters
  Score: Raw -1147088.161199 + Penalty 3097.023496 = -1143991.137703
  nChanged 162
		SP:Iteration 30Q (127643.220000 sec): 3 clusters
  Score: Raw -1147140.359458 + Penalty 3097.023496 = -1144043.335962
  nChanged 151
		SP:Iteration 31Q (127643.500000 sec): 3 clusters
  Score: Raw -1147190.703035 + Penalty 3097.023496 = -1144093.679539
  nChanged 148
		SP:Iteration 32Q (127643.740000 sec): 3 clusters
  Score: Raw -1147239.396228 + Penalty 3097.023496 = -1144142.372732
  nChanged 144
		SP:Iteration 33Q (127643.980000 sec): 3 clusters
  Score: Raw -1147291.824068 + Penalty 3097.023496 = -1144194.800572
  nChanged 167
		SP:Iteration 34Q (127644.220000 sec): 3 clusters
  Score: Raw -1147357.322394 + Penalty 3097.023496 = -1144260.298898
  nChanged 161
		SP:Iteration 35Q (127644.500000 sec): 3 clusters
  Score: Raw -1147417.805414 + Penalty 3097.023496 = -1144320.781918
  nChanged 152
		SP:Iteration 36Q (127644.730000 sec): 3 clusters
  Score: Raw -1147468.532517 + Penalty 3097.023496 = -1144371.509021
  nChanged 148
		SP:Iteration 37Q (127644.970000 sec): 3 clusters
  Score: Raw -1147515.615521 + Penalty 3097.023496 = -1144418.592026
  nChanged 117
		SP:Iteration 38Q (127645.250000 sec): 3 clusters
  Score: Raw -1147559.501958 + Penalty 3097.023496 = -1144462.478462
  nChanged 137
		SP:Iteration 39Q (127645.530000 sec): 3 clusters
  Score: Raw -1147613.685543 + Penalty 3097.023496 = -1144516.662047
  nChanged 127
		SP:Iteration 40F (127645.770000 sec): 3 clusters
  Score: Raw -1147659.349955 + Penalty 3097.023496 = -1144562.326459
  nChanged 111
		SP:Iteration 41Q (127646.060000 sec): 3 clusters
  Score: Raw -1147697.275133 + Penalty 3097.023496 = -1144600.251637
  nChanged 93
		SP:Iteration 42Q (127646.290000 sec): 3 clusters
  Score: Raw -1147727.850257 + Penalty 3097.023496 = -1144630.826761
  nChanged 74
		SP:Iteration 43Q (127646.580000 sec): 3 clusters
  Score: Raw -1147750.654918 + Penalty 3097.023496 = -1144653.631422
  nChanged 69
		SP:Iteration 44Q (127646.860000 sec): 3 clusters
  Score: Raw -1147773.480230 + Penalty 3097.023496 = -1144676.456734
  nChanged 70
		SP:Iteration 45Q (127647.100000 sec): 3 clusters
  Score: Raw -1147797.076527 + Penalty 3097.023496 = -1144700.053031
  nChanged 72
		SP:Iteration 46Q (127647.340000 sec): 3 clusters
  Score: Raw -1147822.338751 + Penalty 3097.023496 = -1144725.315255
  nChanged 74
		SP:Iteration 47Q (127647.570000 sec): 3 clusters
  Score: Raw -1147845.061402 + Penalty 3097.023496 = -1144748.037906
  nChanged 64
		SP:Iteration 48Q (127647.810000 sec): 3 clusters
  Score: Raw -1147867.855710 + Penalty 3097.023496 = -1144770.832214
  nChanged 66
		SP:Iteration 49Q (127648.110000 sec): 3 clusters
  Score: Raw -1147891.807294 + Penalty 3097.023496 = -1144794.783798
  nChanged 57
		SP:Iteration 50Q (127648.330000 sec): 3 clusters
  Score: Raw -1147912.000699 + Penalty 3097.023496 = -1144814.977203
  nChanged 57
		SP:Iteration 51Q (127648.580000 sec): 3 clusters
  Score: Raw -1147933.042555 + Penalty 3097.023496 = -1144836.019059
  nChanged 51
		SP:Iteration 52Q (127648.820000 sec): 3 clusters
  Score: Raw -1147949.586101 + Penalty 3097.023496 = -1144852.562605
  nChanged 42
		SP:Iteration 53Q (127649.110000 sec): 3 clusters
  Score: Raw -1147962.589211 + Penalty 3097.023496 = -1144865.565715
  nChanged 37
		SP:Iteration 54Q (127649.350000 sec): 3 clusters
  Score: Raw -1147972.438359 + Penalty 3097.023496 = -1144875.414863
  nChanged 33
		SP:Iteration 55Q (127649.590000 sec): 3 clusters
  Score: Raw -1147981.024016 + Penalty 3097.023496 = -1144884.000520
  nChanged 25
		SP:Iteration 56Q (127649.860000 sec): 3 clusters
  Score: Raw -1147989.016422 + Penalty 3097.023496 = -1144891.992926
  nChanged 20
		SP:Iteration 57Q (127650.110000 sec): 3 clusters
  Score: Raw -1147994.030960 + Penalty 3097.023496 = -1144897.007464
  nChanged 20
		SP:Iteration 58Q (127650.400000 sec): 3 clusters
  Score: Raw -1147999.172145 + Penalty 3097.023496 = -1144902.148649
  nChanged 20
		SP:Iteration 59Q (127650.640000 sec): 3 clusters
  Score: Raw -1148003.944994 + Penalty 3097.023496 = -1144906.921498
  nChanged 13
		SP:Iteration 60F (127650.920000 sec): 3 clusters
  Score: Raw -1148007.751344 + Penalty 3097.023496 = -1144910.727848
  nChanged 13
		SP:Iteration 61Q (127651.200000 sec): 3 clusters
  Score: Raw -1148011.181873 + Penalty 3097.023496 = -1144914.158377
  nChanged 16
		SP:Iteration 62Q (127651.410000 sec): 3 clusters
  Score: Raw -1148014.386626 + Penalty 3097.023496 = -1144917.363130
  nChanged 12
		SP:Iteration 63Q (127651.650000 sec): 3 clusters
  Score: Raw -1148017.203168 + Penalty 3097.023496 = -1144920.179672
  nChanged 6
		SP:Iteration 64Q (127651.930000 sec): 3 clusters
  Score: Raw -1148018.642981 + Penalty 3097.023496 = -1144921.619485
  nChanged 4
		SP:Iteration 65Q (127652.170000 sec): 3 clusters
  Score: Raw -1148019.510310 + Penalty 3097.023496 = -1144922.486815
  nChanged 2
		SP:Iteration 66Q (127652.450000 sec): 3 clusters
  Score: Raw -1148019.992890 + Penalty 3097.023496 = -1144922.969394
  nChanged 4
		SP:Iteration 67Q (127652.690000 sec): 3 clusters
  Score: Raw -1148020.705862 + Penalty 3097.023496 = -1144923.682366
  nChanged 1
		SP:Iteration 68Q (127652.970000 sec): 3 clusters
  Score: Raw -1148020.920385 + Penalty 3097.023496 = -1144923.896889
  nChanged 1
		SP:Iteration 69Q (127653.210000 sec): 3 clusters
  Score: Raw -1148021.223801 + Penalty 3097.023496 = -1144924.200305
  nChanged 1
		SP:Iteration 70Q (127653.500000 sec): 3 clusters
  Score: Raw -1148021.508099 + Penalty 3097.023496 = -1144924.484603
  nChanged 0
		SP:Iteration 71F (127653.740000 sec): 3 clusters
  Score: Raw -1148021.508099 + Penalty 3097.023496 = -1144924.484603
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (4399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127653.840000 sec): 2 clusters
  Score: Raw -372434.558107 + Penalty 1363.234035 = -371071.324073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127654.020000 sec): 3 clusters
  Score: Raw -370285.768451 + Penalty 2726.468069 = -367559.300382
  nChanged 1782
		SP:Iteration 1F (127654.190000 sec): 3 clusters
  Score: Raw -371421.663638 + Penalty 2726.468069 = -368695.195569
  nChanged 405
		SP:Iteration 2F (127654.370000 sec): 3 clusters
  Score: Raw -371752.408257 + Penalty 2726.468069 = -369025.940188
  nChanged 320
		SP:Iteration 3F (127654.550000 sec): 3 clusters
  Score: Raw -372025.031764 + Penalty 2726.468069 = -369298.563695
  nChanged 290
		SP:Iteration 4F (127654.720000 sec): 3 clusters
  Score: Raw -372259.938107 + Penalty 2726.468069 = -369533.470037
  nChanged 226
		SP:Iteration 5F (127654.900000 sec): 3 clusters
  Score: Raw -372418.848685 + Penalty 2726.468069 = -369692.380616
  nChanged 172
		SP:Iteration 6Q (127655.070000 sec): 3 clusters
  Score: Raw -372525.288785 + Penalty 2726.468069 = -369798.820715
  nChanged 131
		SP:Iteration 7Q (127655.250000 sec): 3 clusters
  Score: Raw -372597.398095 + Penalty 2726.468069 = -369870.930026
  nChanged 84
		SP:Iteration 8Q (127655.430000 sec): 3 clusters
  Score: Raw -372634.478618 + Penalty 2726.468069 = -369908.010549
  nChanged 58
		SP:Iteration 9Q (127655.600000 sec): 3 clusters
  Score: Raw -372654.146796 + Penalty 2726.468069 = -369927.678726
  nChanged 34
		SP:Iteration 10Q (127655.780000 sec): 3 clusters
  Score: Raw -372665.139623 + Penalty 2726.468069 = -369938.671554
  nChanged 22
		SP:Iteration 11Q (127655.950000 sec): 3 clusters
  Score: Raw -372673.019478 + Penalty 2726.468069 = -369946.551409
  nChanged 20
		SP:Iteration 12Q (127656.120000 sec): 3 clusters
  Score: Raw -372678.924953 + Penalty 2726.468069 = -369952.456884
  nChanged 14
		SP:Iteration 13Q (127656.290000 sec): 3 clusters
  Score: Raw -372683.168584 + Penalty 2726.468069 = -369956.700514
  nChanged 7
		SP:Iteration 14Q (127656.470000 sec): 3 clusters
  Score: Raw -372685.258778 + Penalty 2726.468069 = -369958.790709
  nChanged 11
		SP:Iteration 15Q (127656.650000 sec): 3 clusters
  Score: Raw -372688.508554 + Penalty 2726.468069 = -369962.040485
  nChanged 5
		SP:Iteration 16Q (127656.820000 sec): 3 clusters
  Score: Raw -372689.859046 + Penalty 2726.468069 = -369963.390976
  nChanged 4
		SP:Iteration 17Q (127657.000000 sec): 3 clusters
  Score: Raw -372690.585312 + Penalty 2726.468069 = -369964.117243
  nChanged 1
		SP:Iteration 18Q (127657.170000 sec): 3 clusters
  Score: Raw -372690.728318 + Penalty 2726.468069 = -369964.260249
  nChanged 0
		SP:Iteration 19F (127657.350000 sec): 3 clusters
  Score: Raw -372690.728318 + Penalty 2726.468069 = -369964.260249
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127657.450000 sec): 2 clusters
  Score: Raw -414729.358045 + Penalty 1355.207712 = -413374.150333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127657.630000 sec): 3 clusters
  Score: Raw -412579.341115 + Penalty 2710.415424 = -409868.925691
  nChanged 1663
		SP:Iteration 1F (127657.810000 sec): 3 clusters
  Score: Raw -413452.595541 + Penalty 2710.415424 = -410742.180117
  nChanged 317
		SP:Iteration 2F (127657.980000 sec): 3 clusters
  Score: Raw -413640.902701 + Penalty 2710.415424 = -410930.487277
  nChanged 226
		SP:Iteration 3F (127658.160000 sec): 3 clusters
  Score: Raw -413769.193062 + Penalty 2710.415424 = -411058.777638
  nChanged 176
		SP:Iteration 4Q (127658.330000 sec): 3 clusters
  Score: Raw -413882.715500 + Penalty 2710.415424 = -411172.300076
  nChanged 179
		SP:Iteration 5Q (127658.510000 sec): 3 clusters
  Score: Raw -413998.804776 + Penalty 2710.415424 = -411288.389352
  nChanged 197
		SP:Iteration 6Q (127658.680000 sec): 3 clusters
  Score: Raw -414125.461414 + Penalty 2710.415424 = -411415.045990
  nChanged 207
		SP:Iteration 7Q (127658.860000 sec): 3 clusters
  Score: Raw -414293.150601 + Penalty 2710.415424 = -411582.735177
  nChanged 219
		SP:Iteration 8F (127659.040000 sec): 3 clusters
  Score: Raw -414469.301563 + Penalty 2710.415424 = -411758.886139
  nChanged 199
		SP:Iteration 9Q (127659.210000 sec): 3 clusters
  Score: Raw -414618.251539 + Penalty 2710.415424 = -411907.836115
  nChanged 179
		SP:Iteration 10Q (127659.390000 sec): 3 clusters
  Score: Raw -414756.665058 + Penalty 2710.415424 = -412046.249634
  nChanged 167
		SP:Iteration 11Q (127659.560000 sec): 3 clusters
  Score: Raw -414885.376792 + Penalty 2710.415424 = -412174.961368
  nChanged 139
		SP:Iteration 12Q (127659.740000 sec): 3 clusters
  Score: Raw -414989.366440 + Penalty 2710.415424 = -412278.951016
  nChanged 102
		SP:Iteration 13Q (127659.920000 sec): 3 clusters
  Score: Raw -415043.871268 + Penalty 2710.415424 = -412333.455844
  nChanged 62
		SP:Iteration 14Q (127660.090000 sec): 3 clusters
  Score: Raw -415073.875505 + Penalty 2710.415424 = -412363.460081
  nChanged 38
		SP:Iteration 15Q (127660.270000 sec): 3 clusters
  Score: Raw -415090.005761 + Penalty 2710.415424 = -412379.590338
  nChanged 25
		SP:Iteration 16Q (127660.440000 sec): 3 clusters
  Score: Raw -415102.267921 + Penalty 2710.415424 = -412391.852497
  nChanged 26
		SP:Iteration 17Q (127660.620000 sec): 3 clusters
  Score: Raw -415113.296123 + Penalty 2710.415424 = -412402.880699
  nChanged 16
		SP:Iteration 18Q (127660.800000 sec): 3 clusters
  Score: Raw -415120.597504 + Penalty 2710.415424 = -412410.182080
  nChanged 20
		SP:Iteration 19Q (127660.970000 sec): 3 clusters
  Score: Raw -415130.894487 + Penalty 2710.415424 = -412420.479063
  nChanged 14
		SP:Iteration 20F (127661.150000 sec): 3 clusters
  Score: Raw -415137.744748 + Penalty 2710.415424 = -412427.329324
  nChanged 7
		SP:Iteration 21Q (127661.320000 sec): 3 clusters
  Score: Raw -415140.914421 + Penalty 2710.415424 = -412430.498997
  nChanged 9
		SP:Iteration 22Q (127661.500000 sec): 3 clusters
  Score: Raw -415145.849765 + Penalty 2710.415424 = -412435.434341
  nChanged 8
		SP:Iteration 23Q (127661.680000 sec): 3 clusters
  Score: Raw -415149.053122 + Penalty 2710.415424 = -412438.637698
  nChanged 7
		SP:Iteration 24Q (127661.850000 sec): 3 clusters
  Score: Raw -415151.550642 + Penalty 2710.415424 = -412441.135218
  nChanged 3
		SP:Iteration 25Q (127662.030000 sec): 3 clusters
  Score: Raw -415154.098274 + Penalty 2710.415424 = -412443.682850
  nChanged 6
		SP:Iteration 26Q (127662.200000 sec): 3 clusters
  Score: Raw -415156.563943 + Penalty 2710.415424 = -412446.148519
  nChanged 8
		SP:Iteration 27Q (127662.380000 sec): 3 clusters
  Score: Raw -415161.134056 + Penalty 2710.415424 = -412450.718632
  nChanged 12
		SP:Iteration 28Q (127662.560000 sec): 3 clusters
  Score: Raw -415165.599430 + Penalty 2710.415424 = -412455.184006
  nChanged 3
		SP:Iteration 29Q (127662.730000 sec): 3 clusters
  Score: Raw -415167.491031 + Penalty 2710.415424 = -412457.075607
  nChanged 2
		SP:Iteration 30Q (127662.910000 sec): 3 clusters
  Score: Raw -415168.315979 + Penalty 2710.415424 = -412457.900555
  nChanged 2
		SP:Iteration 31Q (127663.080000 sec): 3 clusters
  Score: Raw -415169.084313 + Penalty 2710.415424 = -412458.668889
  nChanged 2
		SP:Iteration 32Q (127663.240000 sec): 3 clusters
  Score: Raw -415170.140311 + Penalty 2710.415424 = -412459.724887
  nChanged 0
		SP:Iteration 33F (127663.320000 sec): 3 clusters
  Score: Raw -415170.140311 + Penalty 2710.415424 = -412459.724887
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (7757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127663.440000 sec): 2 clusters
  Score: Raw -714187.172623 + Penalty 1455.407028 = -712731.765595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127663.640000 sec): 3 clusters
  Score: Raw -709965.585480 + Penalty 2910.814056 = -707054.771425
  nChanged 3246
		SP:Iteration 1F (127663.840000 sec): 3 clusters
  Score: Raw -711863.211690 + Penalty 2910.814056 = -708952.397634
  nChanged 621
		SP:Iteration 2F (127664.040000 sec): 3 clusters
  Score: Raw -712210.519487 + Penalty 2910.814056 = -709299.705432
  nChanged 476
		SP:Iteration 3F (127664.240000 sec): 3 clusters
  Score: Raw -712488.107028 + Penalty 2910.814056 = -709577.292972
  nChanged 403
		SP:Iteration 4F (127664.440000 sec): 3 clusters
  Score: Raw -712695.690911 + Penalty 2910.814056 = -709784.876855
  nChanged 337
		SP:Iteration 5Q (127664.640000 sec): 3 clusters
  Score: Raw -712850.270771 + Penalty 2910.814056 = -709939.456715
  nChanged 285
		SP:Iteration 6Q (127664.840000 sec): 3 clusters
  Score: Raw -712974.553681 + Penalty 2910.814056 = -710063.739626
  nChanged 234
		SP:Iteration 7Q (127665.040000 sec): 3 clusters
  Score: Raw -713060.228096 + Penalty 2910.814056 = -710149.414040
  nChanged 189
		SP:Iteration 8Q (127665.240000 sec): 3 clusters
  Score: Raw -713125.722512 + Penalty 2910.814056 = -710214.908457
  nChanged 167
		SP:Iteration 9Q (127665.440000 sec): 3 clusters
  Score: Raw -713187.597542 + Penalty 2910.814056 = -710276.783486
  nChanged 164
		SP:Iteration 10Q (127665.630000 sec): 3 clusters
  Score: Raw -713245.148187 + Penalty 2910.814056 = -710334.334132
  nChanged 154
		SP:Iteration 11Q (127665.830000 sec): 3 clusters
  Score: Raw -713293.266553 + Penalty 2910.814056 = -710382.452497
  nChanged 143
		SP:Iteration 12Q (127666.030000 sec): 3 clusters
  Score: Raw -713340.462311 + Penalty 2910.814056 = -710429.648256
  nChanged 119
		SP:Iteration 13Q (127666.230000 sec): 3 clusters
  Score: Raw -713374.482539 + Penalty 2910.814056 = -710463.668483
  nChanged 112
		SP:Iteration 14Q (127666.430000 sec): 3 clusters
  Score: Raw -713411.224472 + Penalty 2910.814056 = -710500.410417
  nChanged 116
		SP:Iteration 15Q (127666.630000 sec): 3 clusters
  Score: Raw -713449.927622 + Penalty 2910.814056 = -710539.113566
  nChanged 105
		SP:Iteration 16Q (127666.830000 sec): 3 clusters
  Score: Raw -713476.175129 + Penalty 2910.814056 = -710565.361073
  nChanged 94
		SP:Iteration 17Q (127667.030000 sec): 3 clusters
  Score: Raw -713498.378720 + Penalty 2910.814056 = -710587.564665
  nChanged 90
		SP:Iteration 18Q (127667.230000 sec): 3 clusters
  Score: Raw -713524.559331 + Penalty 2910.814056 = -710613.745275
  nChanged 95
		SP:Iteration 19Q (127667.430000 sec): 3 clusters
  Score: Raw -713552.805143 + Penalty 2910.814056 = -710641.991087
  nChanged 92
		SP:Iteration 20F (127667.630000 sec): 3 clusters
  Score: Raw -713583.382541 + Penalty 2910.814056 = -710672.568485
  nChanged 87
		SP:Iteration 21Q (127667.830000 sec): 3 clusters
  Score: Raw -713610.187842 + Penalty 2910.814056 = -710699.373787
  nChanged 89
		SP:Iteration 22Q (127668.020000 sec): 3 clusters
  Score: Raw -713634.319737 + Penalty 2910.814056 = -710723.505682
  nChanged 90
		SP:Iteration 23Q (127668.140000 sec): 3 clusters
  Score: Raw -713662.675367 + Penalty 2910.814056 = -710751.861311
  nChanged 105
		SP:Iteration 24Q (127668.260000 sec): 3 clusters
  Score: Raw -713694.977811 + Penalty 2910.814056 = -710784.163755
  nChanged 110
		SP:Iteration 25Q (127668.390000 sec): 3 clusters
  Score: Raw -713732.784798 + Penalty 2910.814056 = -710821.970742
  nChanged 123
		SP:Iteration 26Q (127668.520000 sec): 3 clusters
  Score: Raw -713778.552428 + Penalty 2910.814056 = -710867.738373
  nChanged 120
		SP:Iteration 27Q (127668.650000 sec): 3 clusters
  Score: Raw -713827.933694 + Penalty 2910.814056 = -710917.119638
  nChanged 121
		SP:Iteration 28Q (127668.870000 sec): 3 clusters
  Score: Raw -713881.675035 + Penalty 2910.814056 = -710970.860980
  nChanged 128
		SP:Iteration 29Q (127669.070000 sec): 3 clusters
  Score: Raw -713938.839862 + Penalty 2910.814056 = -711028.025806
  nChanged 98
		SP:Iteration 30Q (127669.270000 sec): 3 clusters
  Score: Raw -713980.151069 + Penalty 2910.814056 = -711069.337013
  nChanged 102
		SP:Iteration 31Q (127669.470000 sec): 3 clusters
  Score: Raw -714027.656658 + Penalty 2910.814056 = -711116.842603
  nChanged 100
		SP:Iteration 32Q (127669.670000 sec): 3 clusters
  Score: Raw -714069.664118 + Penalty 2910.814056 = -711158.850062
  nChanged 81
		SP:Iteration 33Q (127669.870000 sec): 3 clusters
  Score: Raw -714109.414994 + Penalty 2910.814056 = -711198.600939
  nChanged 88
		SP:Iteration 34Q (127670.030000 sec): 3 clusters
  Score: Raw -714160.245327 + Penalty 2910.814056 = -711249.431271
  nChanged 94
		SP:Iteration 35Q (127670.150000 sec): 3 clusters
  Score: Raw -714208.750122 + Penalty 2910.814056 = -711297.936067
  nChanged 76
		SP:Iteration 36Q (127670.340000 sec): 3 clusters
  Score: Raw -714248.628063 + Penalty 2910.814056 = -711337.814007
  nChanged 61
		SP:Iteration 37Q (127670.550000 sec): 3 clusters
  Score: Raw -714281.389000 + Penalty 2910.814056 = -711370.574945
  nChanged 63
		SP:Iteration 38Q (127670.760000 sec): 3 clusters
  Score: Raw -714312.312128 + Penalty 2910.814056 = -711401.498072
  nChanged 46
		SP:Iteration 39Q (127670.980000 sec): 3 clusters
  Score: Raw -714338.005021 + Penalty 2910.814056 = -711427.190965
  nChanged 38
		SP:Iteration 40F (127671.180000 sec): 3 clusters
  Score: Raw -714357.710056 + Penalty 2910.814056 = -711446.896000
  nChanged 36
		SP:Iteration 41Q (127671.380000 sec): 3 clusters
  Score: Raw -714376.937226 + Penalty 2910.814056 = -711466.123171
  nChanged 34
		SP:Iteration 42Q (127671.580000 sec): 3 clusters
  Score: Raw -714397.543002 + Penalty 2910.814056 = -711486.728946
  nChanged 29
		SP:Iteration 43Q (127671.770000 sec): 3 clusters
  Score: Raw -714417.315030 + Penalty 2910.814056 = -711506.500974
  nChanged 28
		SP:Iteration 44Q (127671.970000 sec): 3 clusters
  Score: Raw -714433.904340 + Penalty 2910.814056 = -711523.090284
  nChanged 21
		SP:Iteration 45Q (127672.170000 sec): 3 clusters
  Score: Raw -714446.699444 + Penalty 2910.814056 = -711535.885389
  nChanged 13
		SP:Iteration 46Q (127672.370000 sec): 3 clusters
  Score: Raw -714452.735733 + Penalty 2910.814056 = -711541.921677
  nChanged 8
		SP:Iteration 47Q (127672.570000 sec): 3 clusters
  Score: Raw -714456.871626 + Penalty 2910.814056 = -711546.057571
  nChanged 6
		SP:Iteration 48Q (127672.770000 sec): 3 clusters
  Score: Raw -714461.041364 + Penalty 2910.814056 = -711550.227309
  nChanged 5
		SP:Iteration 49Q (127672.970000 sec): 3 clusters
  Score: Raw -714464.168496 + Penalty 2910.814056 = -711553.354440
  nChanged 5
		SP:Iteration 50Q (127673.170000 sec): 3 clusters
  Score: Raw -714467.153402 + Penalty 2910.814056 = -711556.339346
  nChanged 5
		SP:Iteration 51Q (127673.370000 sec): 3 clusters
  Score: Raw -714469.276050 + Penalty 2910.814056 = -711558.461994
  nChanged 4
		SP:Iteration 52Q (127673.570000 sec): 3 clusters
  Score: Raw -714472.621890 + Penalty 2910.814056 = -711561.807834
  nChanged 6
		SP:Iteration 53Q (127673.780000 sec): 3 clusters
  Score: Raw -714476.510006 + Penalty 2910.814056 = -711565.695950
  nChanged 2
		SP:Iteration 54Q (127673.980000 sec): 3 clusters
  Score: Raw -714477.118105 + Penalty 2910.814056 = -711566.304050
  nChanged 0
		SP:Iteration 55F (127674.180000 sec): 3 clusters
  Score: Raw -714477.118105 + Penalty 2910.814056 = -711566.304050
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (7175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127674.290000 sec): 2 clusters
  Score: Raw -625289.699112 + Penalty 1442.733182 = -623846.965931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127674.510000 sec): 3 clusters
  Score: Raw -621405.597054 + Penalty 2885.466363 = -618520.130691
  nChanged 3033
		SP:Iteration 1F (127674.720000 sec): 3 clusters
  Score: Raw -623221.594707 + Penalty 2885.466363 = -620336.128344
  nChanged 579
		SP:Iteration 2F (127674.920000 sec): 3 clusters
  Score: Raw -623596.849525 + Penalty 2885.466363 = -620711.383162
  nChanged 493
		SP:Iteration 3F (127675.120000 sec): 3 clusters
  Score: Raw -623952.176412 + Penalty 2885.466363 = -621066.710049
  nChanged 454
		SP:Iteration 4F (127675.330000 sec): 3 clusters
  Score: Raw -624289.990069 + Penalty 2885.466363 = -621404.523705
  nChanged 394
		SP:Iteration 5F (127675.530000 sec): 3 clusters
  Score: Raw -624542.243253 + Penalty 2885.466363 = -621656.776890
  nChanged 327
		SP:Iteration 6Q (127675.730000 sec): 3 clusters
  Score: Raw -624734.608599 + Penalty 2885.466363 = -621849.142236
  nChanged 280
		SP:Iteration 7Q (127675.930000 sec): 3 clusters
  Score: Raw -624890.513294 + Penalty 2885.466363 = -622005.046931
  nChanged 246
		SP:Iteration 8Q (127676.140000 sec): 3 clusters
  Score: Raw -625019.649411 + Penalty 2885.466363 = -622134.183048
  nChanged 204
		SP:Iteration 9Q (127676.340000 sec): 3 clusters
  Score: Raw -625103.739677 + Penalty 2885.466363 = -622218.273314
  nChanged 154
		SP:Iteration 10Q (127676.550000 sec): 3 clusters
  Score: Raw -625159.560544 + Penalty 2885.466363 = -622274.094180
  nChanged 131
		SP:Iteration 11Q (127676.790000 sec): 3 clusters
  Score: Raw -625205.190130 + Penalty 2885.466363 = -622319.723766
  nChanged 116
		SP:Iteration 12Q (127676.990000 sec): 3 clusters
  Score: Raw -625245.381432 + Penalty 2885.466363 = -622359.915069
  nChanged 99
		SP:Iteration 13Q (127677.190000 sec): 3 clusters
  Score: Raw -625274.449083 + Penalty 2885.466363 = -622388.982720
  nChanged 79
		SP:Iteration 14Q (127677.400000 sec): 3 clusters
  Score: Raw -625297.753724 + Penalty 2885.466363 = -622412.287361
  nChanged 80
		SP:Iteration 15Q (127677.600000 sec): 3 clusters
  Score: Raw -625320.018872 + Penalty 2885.466363 = -622434.552508
  nChanged 68
		SP:Iteration 16Q (127677.810000 sec): 3 clusters
  Score: Raw -625339.743437 + Penalty 2885.466363 = -622454.277073
  nChanged 71
		SP:Iteration 17Q (127678.010000 sec): 3 clusters
  Score: Raw -625357.656730 + Penalty 2885.466363 = -622472.190366
  nChanged 65
		SP:Iteration 18Q (127678.210000 sec): 3 clusters
  Score: Raw -625375.903614 + Penalty 2885.466363 = -622490.437251
  nChanged 66
		SP:Iteration 19Q (127678.410000 sec): 3 clusters
  Score: Raw -625392.428188 + Penalty 2885.466363 = -622506.961825
  nChanged 74
		SP:Iteration 20F (127678.620000 sec): 3 clusters
  Score: Raw -625411.552866 + Penalty 2885.466363 = -622526.086503
  nChanged 66
		SP:Iteration 21Q (127678.820000 sec): 3 clusters
  Score: Raw -625427.341508 + Penalty 2885.466363 = -622541.875144
  nChanged 51
		SP:Iteration 22Q (127679.020000 sec): 3 clusters
  Score: Raw -625438.165837 + Penalty 2885.466363 = -622552.699474
  nChanged 45
		SP:Iteration 23Q (127679.230000 sec): 3 clusters
  Score: Raw -625449.184963 + Penalty 2885.466363 = -622563.718600
  nChanged 38
		SP:Iteration 24Q (127679.430000 sec): 3 clusters
  Score: Raw -625459.151295 + Penalty 2885.466363 = -622573.684932
  nChanged 34
		SP:Iteration 25Q (127679.630000 sec): 3 clusters
  Score: Raw -625466.284974 + Penalty 2885.466363 = -622580.818611
  nChanged 33
		SP:Iteration 26Q (127679.830000 sec): 3 clusters
  Score: Raw -625475.038311 + Penalty 2885.466363 = -622589.571948
  nChanged 39
		SP:Iteration 27Q (127680.040000 sec): 3 clusters
  Score: Raw -625486.571110 + Penalty 2885.466363 = -622601.104747
  nChanged 39
		SP:Iteration 28Q (127680.240000 sec): 3 clusters
  Score: Raw -625498.628080 + Penalty 2885.466363 = -622613.161717
  nChanged 36
		SP:Iteration 29Q (127680.450000 sec): 3 clusters
  Score: Raw -625506.665380 + Penalty 2885.466363 = -622621.199017
  nChanged 38
		SP:Iteration 30Q (127680.650000 sec): 3 clusters
  Score: Raw -625515.899236 + Penalty 2885.466363 = -622630.432873
  nChanged 33
		SP:Iteration 31Q (127680.850000 sec): 3 clusters
  Score: Raw -625523.303345 + Penalty 2885.466363 = -622637.836981
  nChanged 35
		SP:Iteration 32Q (127681.040000 sec): 3 clusters
  Score: Raw -625532.386376 + Penalty 2885.466363 = -622646.920013
  nChanged 41
		SP:Iteration 33Q (127681.230000 sec): 3 clusters
  Score: Raw -625543.767108 + Penalty 2885.466363 = -622658.300745
  nChanged 49
		SP:Iteration 34Q (127681.410000 sec): 3 clusters
  Score: Raw -625556.992216 + Penalty 2885.466363 = -622671.525853
  nChanged 56
		SP:Iteration 35Q (127681.600000 sec): 3 clusters
  Score: Raw -625571.499237 + Penalty 2885.466363 = -622686.032873
  nChanged 45
		SP:Iteration 36Q (127681.790000 sec): 3 clusters
  Score: Raw -625584.507298 + Penalty 2885.466363 = -622699.040934
  nChanged 41
		SP:Iteration 37Q (127681.970000 sec): 3 clusters
  Score: Raw -625594.289132 + Penalty 2885.466363 = -622708.822769
  nChanged 28
		SP:Iteration 38Q (127682.160000 sec): 3 clusters
  Score: Raw -625599.794579 + Penalty 2885.466363 = -622714.328215
  nChanged 34
		SP:Iteration 39Q (127682.350000 sec): 3 clusters
  Score: Raw -625607.450384 + Penalty 2885.466363 = -622721.984021
  nChanged 33
		SP:Iteration 40F (127682.530000 sec): 3 clusters
  Score: Raw -625617.356377 + Penalty 2885.466363 = -622731.890014
  nChanged 39
		SP:Iteration 41Q (127682.720000 sec): 3 clusters
  Score: Raw -625628.834934 + Penalty 2885.466363 = -622743.368571
  nChanged 34
		SP:Iteration 42Q (127682.910000 sec): 3 clusters
  Score: Raw -625641.484469 + Penalty 2885.466363 = -622756.018106
  nChanged 42
		SP:Iteration 43Q (127683.090000 sec): 3 clusters
  Score: Raw -625655.049073 + Penalty 2885.466363 = -622769.582710
  nChanged 45
		SP:Iteration 44Q (127683.310000 sec): 3 clusters
  Score: Raw -625665.280212 + Penalty 2885.466363 = -622779.813848
  nChanged 37
		SP:Iteration 45Q (127683.510000 sec): 3 clusters
  Score: Raw -625675.047668 + Penalty 2885.466363 = -622789.581305
  nChanged 33
		SP:Iteration 46Q (127683.690000 sec): 3 clusters
  Score: Raw -625683.312601 + Penalty 2885.466363 = -622797.846238
  nChanged 28
		SP:Iteration 47Q (127683.880000 sec): 3 clusters
  Score: Raw -625693.879783 + Penalty 2885.466363 = -622808.413419
  nChanged 37
		SP:Iteration 48Q (127684.070000 sec): 3 clusters
  Score: Raw -625708.965647 + Penalty 2885.466363 = -622823.499284
  nChanged 45
		SP:Iteration 49Q (127684.250000 sec): 3 clusters
  Score: Raw -625728.024475 + Penalty 2885.466363 = -622842.558112
  nChanged 45
		SP:Iteration 50Q (127684.440000 sec): 3 clusters
  Score: Raw -625745.258379 + Penalty 2885.466363 = -622859.792016
  nChanged 46
		SP:Iteration 51Q (127684.630000 sec): 3 clusters
  Score: Raw -625760.420613 + Penalty 2885.466363 = -622874.954250
  nChanged 48
		SP:Iteration 52Q (127684.830000 sec): 3 clusters
  Score: Raw -625776.372253 + Penalty 2885.466363 = -622890.905890
  nChanged 37
		SP:Iteration 53Q (127685.030000 sec): 3 clusters
  Score: Raw -625787.262339 + Penalty 2885.466363 = -622901.795975
  nChanged 31
		SP:Iteration 54Q (127685.240000 sec): 3 clusters
  Score: Raw -625798.023000 + Penalty 2885.466363 = -622912.556637
  nChanged 26
		SP:Iteration 55Q (127685.440000 sec): 3 clusters
  Score: Raw -625804.904634 + Penalty 2885.466363 = -622919.438271
  nChanged 19
		SP:Iteration 56Q (127685.640000 sec): 3 clusters
  Score: Raw -625810.816034 + Penalty 2885.466363 = -622925.349671
  nChanged 24
		SP:Iteration 57Q (127685.850000 sec): 3 clusters
  Score: Raw -625816.590455 + Penalty 2885.466363 = -622931.124092
  nChanged 20
		SP:Iteration 58Q (127686.040000 sec): 3 clusters
  Score: Raw -625822.063070 + Penalty 2885.466363 = -622936.596707
  nChanged 13
		SP:Iteration 59Q (127686.150000 sec): 3 clusters
  Score: Raw -625824.523167 + Penalty 2885.466363 = -622939.056804
  nChanged 6
		SP:Iteration 60F (127686.270000 sec): 3 clusters
  Score: Raw -625825.703071 + Penalty 2885.466363 = -622940.236708
  nChanged 6
		SP:Iteration 61Q (127686.450000 sec): 3 clusters
  Score: Raw -625827.017790 + Penalty 2885.466363 = -622941.551427
  nChanged 5
		SP:Iteration 62Q (127686.660000 sec): 3 clusters
  Score: Raw -625828.546048 + Penalty 2885.466363 = -622943.079685
  nChanged 7
		SP:Iteration 63Q (127686.870000 sec): 3 clusters
  Score: Raw -625829.765705 + Penalty 2885.466363 = -622944.299342
  nChanged 5
		SP:Iteration 64Q (127687.090000 sec): 3 clusters
  Score: Raw -625830.603976 + Penalty 2885.466363 = -622945.137613
  nChanged 5
		SP:Iteration 65Q (127687.290000 sec): 3 clusters
  Score: Raw -625831.651205 + Penalty 2885.466363 = -622946.184841
  nChanged 8
		SP:Iteration 66Q (127687.490000 sec): 3 clusters
  Score: Raw -625834.034091 + Penalty 2885.466363 = -622948.567728
  nChanged 12
		SP:Iteration 67Q (127687.690000 sec): 3 clusters
  Score: Raw -625836.414880 + Penalty 2885.466363 = -622950.948516
  nChanged 8
		SP:Iteration 68Q (127687.900000 sec): 3 clusters
  Score: Raw -625838.021763 + Penalty 2885.466363 = -622952.555400
  nChanged 3
		SP:Iteration 69Q (127688.090000 sec): 3 clusters
  Score: Raw -625838.531172 + Penalty 2885.466363 = -622953.064809
  nChanged 3
		SP:Iteration 70Q (127688.200000 sec): 3 clusters
  Score: Raw -625839.088366 + Penalty 2885.466363 = -622953.622003
  nChanged 1
		SP:Iteration 71Q (127688.390000 sec): 3 clusters
  Score: Raw -625839.245837 + Penalty 2885.466363 = -622953.779474
  nChanged 0
		SP:Iteration 72F (127688.590000 sec): 3 clusters
  Score: Raw -625839.245837 + Penalty 2885.466363 = -622953.779474
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127688.690000 sec): 2 clusters
  Score: Raw -293214.814710 + Penalty 1320.415036 = -291894.399675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127688.870000 sec): 3 clusters
  Score: Raw -291581.895470 + Penalty 2640.830071 = -288941.065398
  nChanged 1314
		SP:Iteration 1F (127689.040000 sec): 3 clusters
  Score: Raw -292369.848302 + Penalty 2640.830071 = -289729.018231
  nChanged 281
		SP:Iteration 2F (127689.220000 sec): 3 clusters
  Score: Raw -292601.166359 + Penalty 2640.830071 = -289960.336288
  nChanged 230
		SP:Iteration 3F (127689.390000 sec): 3 clusters
  Score: Raw -292811.062862 + Penalty 2640.830071 = -290170.232791
  nChanged 211
		SP:Iteration 4F (127689.570000 sec): 3 clusters
  Score: Raw -292989.857493 + Penalty 2640.830071 = -290349.027421
  nChanged 179
		SP:Iteration 5F (127689.750000 sec): 3 clusters
  Score: Raw -293133.497973 + Penalty 2640.830071 = -290492.667902
  nChanged 141
		SP:Iteration 6Q (127689.920000 sec): 3 clusters
  Score: Raw -293229.134918 + Penalty 2640.830071 = -290588.304847
  nChanged 95
		SP:Iteration 7Q (127690.100000 sec): 3 clusters
  Score: Raw -293275.701105 + Penalty 2640.830071 = -290634.871034
  nChanged 64
		SP:Iteration 8Q (127690.280000 sec): 3 clusters
  Score: Raw -293306.651932 + Penalty 2640.830071 = -290665.821861
  nChanged 58
		SP:Iteration 9Q (127690.450000 sec): 3 clusters
  Score: Raw -293339.492760 + Penalty 2640.830071 = -290698.662688
  nChanged 55
		SP:Iteration 10Q (127690.630000 sec): 3 clusters
  Score: Raw -293370.834707 + Penalty 2640.830071 = -290730.004636
  nChanged 56
		SP:Iteration 11Q (127690.800000 sec): 3 clusters
  Score: Raw -293408.121262 + Penalty 2640.830071 = -290767.291190
  nChanged 56
		SP:Iteration 12Q (127690.980000 sec): 3 clusters
  Score: Raw -293438.789694 + Penalty 2640.830071 = -290797.959623
  nChanged 52
		SP:Iteration 13Q (127691.160000 sec): 3 clusters
  Score: Raw -293472.381837 + Penalty 2640.830071 = -290831.551765
  nChanged 58
		SP:Iteration 14Q (127691.330000 sec): 3 clusters
  Score: Raw -293508.364735 + Penalty 2640.830071 = -290867.534664
  nChanged 59
		SP:Iteration 15Q (127691.510000 sec): 3 clusters
  Score: Raw -293546.678811 + Penalty 2640.830071 = -290905.848739
  nChanged 45
		SP:Iteration 16Q (127691.680000 sec): 3 clusters
  Score: Raw -293573.707054 + Penalty 2640.830071 = -290932.876983
  nChanged 38
		SP:Iteration 17Q (127691.860000 sec): 3 clusters
  Score: Raw -293597.007620 + Penalty 2640.830071 = -290956.177549
  nChanged 49
		SP:Iteration 18Q (127692.030000 sec): 3 clusters
  Score: Raw -293621.876945 + Penalty 2640.830071 = -290981.046874
  nChanged 33
		SP:Iteration 19Q (127692.210000 sec): 3 clusters
  Score: Raw -293640.947088 + Penalty 2640.830071 = -291000.117017
  nChanged 33
		SP:Iteration 20F (127692.380000 sec): 3 clusters
  Score: Raw -293659.301193 + Penalty 2640.830071 = -291018.471122
  nChanged 31
		SP:Iteration 21Q (127692.560000 sec): 3 clusters
  Score: Raw -293672.420930 + Penalty 2640.830071 = -291031.590859
  nChanged 27
		SP:Iteration 22Q (127692.740000 sec): 3 clusters
  Score: Raw -293682.170924 + Penalty 2640.830071 = -291041.340853
  nChanged 15
		SP:Iteration 23Q (127692.910000 sec): 3 clusters
  Score: Raw -293686.588832 + Penalty 2640.830071 = -291045.758761
  nChanged 12
		SP:Iteration 24Q (127693.090000 sec): 3 clusters
  Score: Raw -293690.551541 + Penalty 2640.830071 = -291049.721470
  nChanged 12
		SP:Iteration 25Q (127693.260000 sec): 3 clusters
  Score: Raw -293694.098468 + Penalty 2640.830071 = -291053.268396
  nChanged 8
		SP:Iteration 26Q (127693.440000 sec): 3 clusters
  Score: Raw -293696.570465 + Penalty 2640.830071 = -291055.740394
  nChanged 5
		SP:Iteration 27Q (127693.620000 sec): 3 clusters
  Score: Raw -293697.946168 + Penalty 2640.830071 = -291057.116097
  nChanged 5
		SP:Iteration 28Q (127693.790000 sec): 3 clusters
  Score: Raw -293699.195474 + Penalty 2640.830071 = -291058.365403
  nChanged 1
		SP:Iteration 29Q (127693.970000 sec): 3 clusters
  Score: Raw -293699.599435 + Penalty 2640.830071 = -291058.769364
  nChanged 3
		SP:Iteration 30Q (127694.140000 sec): 3 clusters
  Score: Raw -293700.654959 + Penalty 2640.830071 = -291059.824887
  nChanged 5
		SP:Iteration 31Q (127694.320000 sec): 3 clusters
  Score: Raw -293702.089440 + Penalty 2640.830071 = -291061.259369
  nChanged 5
		SP:Iteration 32Q (127694.500000 sec): 3 clusters
  Score: Raw -293703.931564 + Penalty 2640.830071 = -291063.101493
  nChanged 6
		SP:Iteration 33Q (127694.670000 sec): 3 clusters
  Score: Raw -293705.583612 + Penalty 2640.830071 = -291064.753541
  nChanged 6
		SP:Iteration 34Q (127694.850000 sec): 3 clusters
  Score: Raw -293707.361812 + Penalty 2640.830071 = -291066.531741
  nChanged 3
		SP:Iteration 35Q (127695.020000 sec): 3 clusters
  Score: Raw -293708.656637 + Penalty 2640.830071 = -291067.826566
  nChanged 4
		SP:Iteration 36Q (127695.200000 sec): 3 clusters
  Score: Raw -293709.820564 + Penalty 2640.830071 = -291068.990492
  nChanged 7
		SP:Iteration 37Q (127695.380000 sec): 3 clusters
  Score: Raw -293711.667766 + Penalty 2640.830071 = -291070.837695
  nChanged 2
		SP:Iteration 38Q (127695.550000 sec): 3 clusters
  Score: Raw -293711.958234 + Penalty 2640.830071 = -291071.128163
  nChanged 0
		SP:Iteration 39F (127695.730000 sec): 3 clusters
  Score: Raw -293711.958234 + Penalty 2640.830071 = -291071.128163
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (3031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127695.840000 sec): 2 clusters
  Score: Raw -218160.251144 + Penalty 1302.705280 = -216857.545864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127696.020000 sec): 3 clusters
  Score: Raw -216711.193374 + Penalty 2605.410560 = -214105.782814
  nChanged 1137
		SP:Iteration 1F (127696.200000 sec): 3 clusters
  Score: Raw -217458.012952 + Penalty 2605.410560 = -214852.602392
  nChanged 290
		SP:Iteration 2F (127696.370000 sec): 3 clusters
  Score: Raw -217708.903438 + Penalty 2605.410560 = -215103.492878
  nChanged 222
		SP:Iteration 3F (127696.550000 sec): 3 clusters
  Score: Raw -217888.168266 + Penalty 2605.410560 = -215282.757706
  nChanged 151
		SP:Iteration 4Q (127696.720000 sec): 3 clusters
  Score: Raw -218000.978459 + Penalty 2605.410560 = -215395.567899
  nChanged 127
		SP:Iteration 5Q (127696.900000 sec): 3 clusters
  Score: Raw -218104.352472 + Penalty 2605.410560 = -215498.941912
  nChanged 108
		SP:Iteration 6Q (127697.080000 sec): 3 clusters
  Score: Raw -218189.171945 + Penalty 2605.410560 = -215583.761385
  nChanged 98
		SP:Iteration 7Q (127697.250000 sec): 3 clusters
  Score: Raw -218270.808313 + Penalty 2605.410560 = -215665.397753
  nChanged 95
		SP:Iteration 8Q (127697.430000 sec): 3 clusters
  Score: Raw -218338.596212 + Penalty 2605.410560 = -215733.185651
  nChanged 82
		SP:Iteration 9Q (127697.600000 sec): 3 clusters
  Score: Raw -218391.033519 + Penalty 2605.410560 = -215785.622959
  nChanged 63
		SP:Iteration 10Q (127697.780000 sec): 3 clusters
  Score: Raw -218427.906593 + Penalty 2605.410560 = -215822.496033
  nChanged 53
		SP:Iteration 11Q (127697.960000 sec): 3 clusters
  Score: Raw -218458.590401 + Penalty 2605.410560 = -215853.179841
  nChanged 42
		SP:Iteration 12Q (127698.130000 sec): 3 clusters
  Score: Raw -218481.121350 + Penalty 2605.410560 = -215875.710789
  nChanged 30
		SP:Iteration 13Q (127698.300000 sec): 3 clusters
  Score: Raw -218499.647299 + Penalty 2605.410560 = -215894.236739
  nChanged 37
		SP:Iteration 14Q (127698.480000 sec): 3 clusters
  Score: Raw -218521.919917 + Penalty 2605.410560 = -215916.509357
  nChanged 37
		SP:Iteration 15Q (127698.660000 sec): 3 clusters
  Score: Raw -218539.688078 + Penalty 2605.410560 = -215934.277518
  nChanged 28
		SP:Iteration 16Q (127698.830000 sec): 3 clusters
  Score: Raw -218557.806764 + Penalty 2605.410560 = -215952.396204
  nChanged 31
		SP:Iteration 17Q (127699.010000 sec): 3 clusters
  Score: Raw -218577.330560 + Penalty 2605.410560 = -215971.920000
  nChanged 35
		SP:Iteration 18Q (127699.180000 sec): 3 clusters
  Score: Raw -218595.264424 + Penalty 2605.410560 = -215989.853864
  nChanged 27
		SP:Iteration 19Q (127699.360000 sec): 3 clusters
  Score: Raw -218612.497505 + Penalty 2605.410560 = -216007.086945
  nChanged 35
		SP:Iteration 20F (127699.540000 sec): 3 clusters
  Score: Raw -218632.399905 + Penalty 2605.410560 = -216026.989345
  nChanged 35
		SP:Iteration 21Q (127699.710000 sec): 3 clusters
  Score: Raw -218660.294492 + Penalty 2605.410560 = -216054.883932
  nChanged 31
		SP:Iteration 22Q (127699.890000 sec): 3 clusters
  Score: Raw -218684.389541 + Penalty 2605.410560 = -216078.978981
  nChanged 33
		SP:Iteration 23Q (127700.060000 sec): 3 clusters
  Score: Raw -218704.127543 + Penalty 2605.410560 = -216098.716982
  nChanged 32
		SP:Iteration 24Q (127700.240000 sec): 3 clusters
  Score: Raw -218720.719995 + Penalty 2605.410560 = -216115.309435
  nChanged 24
		SP:Iteration 25Q (127700.420000 sec): 3 clusters
  Score: Raw -218734.054646 + Penalty 2605.410560 = -216128.644086
  nChanged 24
		SP:Iteration 26Q (127700.590000 sec): 3 clusters
  Score: Raw -218745.162513 + Penalty 2605.410560 = -216139.751953
  nChanged 19
		SP:Iteration 27Q (127700.770000 sec): 3 clusters
  Score: Raw -218756.846258 + Penalty 2605.410560 = -216151.435698
  nChanged 24
		SP:Iteration 28Q (127700.930000 sec): 3 clusters
  Score: Raw -218767.148411 + Penalty 2605.410560 = -216161.737851
  nChanged 11
		SP:Iteration 29Q (127701.090000 sec): 3 clusters
  Score: Raw -218771.763687 + Penalty 2605.410560 = -216166.353127
  nChanged 20
		SP:Iteration 30Q (127701.250000 sec): 3 clusters
  Score: Raw -218783.471984 + Penalty 2605.410560 = -216178.061424
  nChanged 22
		SP:Iteration 31Q (127701.410000 sec): 3 clusters
  Score: Raw -218800.961055 + Penalty 2605.410560 = -216195.550495
  nChanged 34
		SP:Iteration 32Q (127701.570000 sec): 3 clusters
  Score: Raw -218832.559076 + Penalty 2605.410560 = -216227.148516
  nChanged 38
		SP:Iteration 33Q (127701.730000 sec): 3 clusters
  Score: Raw -218862.156308 + Penalty 2605.410560 = -216256.745748
  nChanged 36
		SP:Iteration 34Q (127701.890000 sec): 3 clusters
  Score: Raw -218888.606400 + Penalty 2605.410560 = -216283.195840
  nChanged 42
		SP:Iteration 35Q (127702.060000 sec): 3 clusters
  Score: Raw -218934.587307 + Penalty 2605.410560 = -216329.176747
  nChanged 48
		SP:Iteration 36Q (127702.230000 sec): 3 clusters
  Score: Raw -218973.148924 + Penalty 2605.410560 = -216367.738364
  nChanged 41
		SP:Iteration 37Q (127702.410000 sec): 3 clusters
  Score: Raw -219001.932040 + Penalty 2605.410560 = -216396.521480
  nChanged 41
		SP:Iteration 38Q (127702.580000 sec): 3 clusters
  Score: Raw -219029.965064 + Penalty 2605.410560 = -216424.554504
  nChanged 35
		SP:Iteration 39Q (127702.760000 sec): 3 clusters
  Score: Raw -219051.556347 + Penalty 2605.410560 = -216446.145786
  nChanged 29
		SP:Iteration 40F (127702.940000 sec): 3 clusters
  Score: Raw -219067.241796 + Penalty 2605.410560 = -216461.831236
  nChanged 20
		SP:Iteration 41Q (127703.110000 sec): 3 clusters
  Score: Raw -219078.606544 + Penalty 2605.410560 = -216473.195984
  nChanged 15
		SP:Iteration 42Q (127703.290000 sec): 3 clusters
  Score: Raw -219085.455297 + Penalty 2605.410560 = -216480.044737
  nChanged 11
		SP:Iteration 43Q (127703.460000 sec): 3 clusters
  Score: Raw -219091.491089 + Penalty 2605.410560 = -216486.080529
  nChanged 13
		SP:Iteration 44Q (127703.640000 sec): 3 clusters
  Score: Raw -219098.502436 + Penalty 2605.410560 = -216493.091876
  nChanged 11
		SP:Iteration 45Q (127703.820000 sec): 3 clusters
  Score: Raw -219107.224810 + Penalty 2605.410560 = -216501.814250
  nChanged 15
		SP:Iteration 46Q (127703.990000 sec): 3 clusters
  Score: Raw -219116.350760 + Penalty 2605.410560 = -216510.940200
  nChanged 15
		SP:Iteration 47Q (127704.170000 sec): 3 clusters
  Score: Raw -219124.682854 + Penalty 2605.410560 = -216519.272294
  nChanged 6
		SP:Iteration 48Q (127704.340000 sec): 3 clusters
  Score: Raw -219126.593671 + Penalty 2605.410560 = -216521.183111
  nChanged 3
		SP:Iteration 49Q (127704.520000 sec): 3 clusters
  Score: Raw -219127.187466 + Penalty 2605.410560 = -216521.776906
  nChanged 4
		SP:Iteration 50Q (127704.690000 sec): 3 clusters
  Score: Raw -219128.346612 + Penalty 2605.410560 = -216522.936052
  nChanged 4
		SP:Iteration 51Q (127704.870000 sec): 3 clusters
  Score: Raw -219130.217833 + Penalty 2605.410560 = -216524.807273
  nChanged 5
		SP:Iteration 52Q (127705.040000 sec): 3 clusters
  Score: Raw -219131.417764 + Penalty 2605.410560 = -216526.007204
  nChanged 2
		SP:Iteration 53Q (127705.220000 sec): 3 clusters
  Score: Raw -219131.892476 + Penalty 2605.410560 = -216526.481916
  nChanged 1
		SP:Iteration 54Q (127705.400000 sec): 3 clusters
  Score: Raw -219132.215128 + Penalty 2605.410560 = -216526.804568
  nChanged 4
		SP:Iteration 55Q (127705.570000 sec): 3 clusters
  Score: Raw -219133.596547 + Penalty 2605.410560 = -216528.185987
  nChanged 6
		SP:Iteration 56Q (127705.750000 sec): 3 clusters
  Score: Raw -219135.810495 + Penalty 2605.410560 = -216530.399935
  nChanged 7
		SP:Iteration 57Q (127705.920000 sec): 3 clusters
  Score: Raw -219138.230805 + Penalty 2605.410560 = -216532.820245
  nChanged 6
		SP:Iteration 58Q (127706.100000 sec): 3 clusters
  Score: Raw -219140.602532 + Penalty 2605.410560 = -216535.191972
  nChanged 4
		SP:Iteration 59Q (127706.280000 sec): 3 clusters
  Score: Raw -219142.384493 + Penalty 2605.410560 = -216536.973933
  nChanged 3
		SP:Iteration 60F (127706.450000 sec): 3 clusters
  Score: Raw -219142.734377 + Penalty 2605.410560 = -216537.323817
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (4624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127706.550000 sec): 2 clusters
  Score: Raw -317674.853572 + Penalty 1371.340004 = -316303.513568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127706.720000 sec): 3 clusters
  Score: Raw -315335.512010 + Penalty 2742.680008 = -312592.832002
  nChanged 1823
		SP:Iteration 1F (127706.900000 sec): 3 clusters
  Score: Raw -316587.801197 + Penalty 2742.680008 = -313845.121189
  nChanged 431
		SP:Iteration 2F (127707.080000 sec): 3 clusters
  Score: Raw -316948.872689 + Penalty 2742.680008 = -314206.192681
  nChanged 358
		SP:Iteration 3F (127707.250000 sec): 3 clusters
  Score: Raw -317249.398921 + Penalty 2742.680008 = -314506.718913
  nChanged 280
		SP:Iteration 4F (127707.430000 sec): 3 clusters
  Score: Raw -317470.094447 + Penalty 2742.680008 = -314727.414439
  nChanged 230
		SP:Iteration 5Q (127707.600000 sec): 3 clusters
  Score: Raw -317662.727390 + Penalty 2742.680008 = -314920.047381
  nChanged 209
		SP:Iteration 6Q (127707.780000 sec): 3 clusters
  Score: Raw -317790.176332 + Penalty 2742.680008 = -315047.496323
  nChanged 154
		SP:Iteration 7Q (127707.960000 sec): 3 clusters
  Score: Raw -317878.491944 + Penalty 2742.680008 = -315135.811935
  nChanged 130
		SP:Iteration 8Q (127708.130000 sec): 3 clusters
  Score: Raw -317943.813599 + Penalty 2742.680008 = -315201.133591
  nChanged 94
		SP:Iteration 9Q (127708.300000 sec): 3 clusters
  Score: Raw -317980.101886 + Penalty 2742.680008 = -315237.421877
  nChanged 69
		SP:Iteration 10Q (127708.480000 sec): 3 clusters
  Score: Raw -318008.828162 + Penalty 2742.680008 = -315266.148153
  nChanged 57
		SP:Iteration 11Q (127708.660000 sec): 3 clusters
  Score: Raw -318033.349425 + Penalty 2742.680008 = -315290.669417
  nChanged 46
		SP:Iteration 12Q (127708.830000 sec): 3 clusters
  Score: Raw -318052.076642 + Penalty 2742.680008 = -315309.396634
  nChanged 41
		SP:Iteration 13Q (127709.010000 sec): 3 clusters
  Score: Raw -318070.844597 + Penalty 2742.680008 = -315328.164589
  nChanged 38
		SP:Iteration 14Q (127709.180000 sec): 3 clusters
  Score: Raw -318085.076617 + Penalty 2742.680008 = -315342.396609
  nChanged 43
		SP:Iteration 15Q (127709.360000 sec): 3 clusters
  Score: Raw -318103.347842 + Penalty 2742.680008 = -315360.667834
  nChanged 40
		SP:Iteration 16Q (127709.540000 sec): 3 clusters
  Score: Raw -318119.850458 + Penalty 2742.680008 = -315377.170450
  nChanged 34
		SP:Iteration 17Q (127709.710000 sec): 3 clusters
  Score: Raw -318131.189028 + Penalty 2742.680008 = -315388.509019
  nChanged 31
		SP:Iteration 18Q (127709.890000 sec): 3 clusters
  Score: Raw -318141.880459 + Penalty 2742.680008 = -315399.200451
  nChanged 31
		SP:Iteration 19Q (127710.060000 sec): 3 clusters
  Score: Raw -318151.201110 + Penalty 2742.680008 = -315408.521101
  nChanged 23
		SP:Iteration 20F (127710.240000 sec): 3 clusters
  Score: Raw -318158.108145 + Penalty 2742.680008 = -315415.428136
  nChanged 15
		SP:Iteration 21Q (127710.410000 sec): 3 clusters
  Score: Raw -318163.020440 + Penalty 2742.680008 = -315420.340431
  nChanged 9
		SP:Iteration 22Q (127710.590000 sec): 3 clusters
  Score: Raw -318164.768662 + Penalty 2742.680008 = -315422.088654
  nChanged 4
		SP:Iteration 23Q (127710.760000 sec): 3 clusters
  Score: Raw -318165.294348 + Penalty 2742.680008 = -315422.614339
  nChanged 3
		SP:Iteration 24Q (127710.940000 sec): 3 clusters
  Score: Raw -318165.917266 + Penalty 2742.680008 = -315423.237258
  nChanged 3
		SP:Iteration 25Q (127711.120000 sec): 3 clusters
  Score: Raw -318166.374850 + Penalty 2742.680008 = -315423.694842
  nChanged 4
		SP:Iteration 26Q (127711.290000 sec): 3 clusters
  Score: Raw -318167.202756 + Penalty 2742.680008 = -315424.522748
  nChanged 2
		SP:Iteration 27Q (127711.470000 sec): 3 clusters
  Score: Raw -318168.039605 + Penalty 2742.680008 = -315425.359596
  nChanged 3
		SP:Iteration 28Q (127711.640000 sec): 3 clusters
  Score: Raw -318168.611344 + Penalty 2742.680008 = -315425.931336
  nChanged 1
		SP:Iteration 29Q (127711.820000 sec): 3 clusters
  Score: Raw -318168.870951 + Penalty 2742.680008 = -315426.190942
  nChanged 0
		SP:Iteration 30F (127712.000000 sec): 3 clusters
  Score: Raw -318168.870951 + Penalty 2742.680008 = -315426.190942
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (1955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127712.070000 sec): 2 clusters
  Score: Raw -182245.917268 + Penalty 1231.448639 = -181014.468629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127712.140000 sec): 3 clusters
  Score: Raw -181393.870978 + Penalty 2462.897279 = -178930.973699
  nChanged 679
		SP:Iteration 1F (127712.170000 sec): 3 clusters
  Score: Raw -181871.242325 + Penalty 2462.897279 = -179408.345046
  nChanged 159
		SP:Iteration 2F (127712.210000 sec): 3 clusters
  Score: Raw -182000.477152 + Penalty 2462.897279 = -179537.579873
  nChanged 99
		SP:Iteration 3F (127712.250000 sec): 3 clusters
  Score: Raw -182075.482245 + Penalty 2462.897279 = -179612.584966
  nChanged 70
		SP:Iteration 4Q (127712.290000 sec): 3 clusters
  Score: Raw -182126.093887 + Penalty 2462.897279 = -179663.196608
  nChanged 51
		SP:Iteration 5Q (127712.330000 sec): 3 clusters
  Score: Raw -182166.472143 + Penalty 2462.897279 = -179703.574865
  nChanged 52
		SP:Iteration 6Q (127712.370000 sec): 3 clusters
  Score: Raw -182206.252100 + Penalty 2462.897279 = -179743.354821
  nChanged 50
		SP:Iteration 7Q (127712.410000 sec): 3 clusters
  Score: Raw -182240.163213 + Penalty 2462.897279 = -179777.265935
  nChanged 42
		SP:Iteration 8Q (127712.450000 sec): 3 clusters
  Score: Raw -182274.177210 + Penalty 2462.897279 = -179811.279931
  nChanged 40
		SP:Iteration 9Q (127712.490000 sec): 3 clusters
  Score: Raw -182304.824657 + Penalty 2462.897279 = -179841.927379
  nChanged 44
		SP:Iteration 10Q (127712.530000 sec): 3 clusters
  Score: Raw -182342.105146 + Penalty 2462.897279 = -179879.207868
  nChanged 58
		SP:Iteration 11Q (127712.570000 sec): 3 clusters
  Score: Raw -182412.472383 + Penalty 2462.897279 = -179949.575105
  nChanged 68
		SP:Iteration 12Q (127712.610000 sec): 3 clusters
  Score: Raw -182505.669292 + Penalty 2462.897279 = -180042.772013
  nChanged 75
		SP:Iteration 13Q (127712.640000 sec): 3 clusters
  Score: Raw -182599.355155 + Penalty 2462.897279 = -180136.457877
  nChanged 69
		SP:Iteration 14Q (127712.680000 sec): 3 clusters
  Score: Raw -182686.869039 + Penalty 2462.897279 = -180223.971761
  nChanged 53
		SP:Iteration 15Q (127712.720000 sec): 3 clusters
  Score: Raw -182753.443079 + Penalty 2462.897279 = -180290.545801
  nChanged 46
		SP:Iteration 16Q (127712.760000 sec): 3 clusters
  Score: Raw -182810.340142 + Penalty 2462.897279 = -180347.442863
  nChanged 45
		SP:Iteration 17Q (127712.800000 sec): 3 clusters
  Score: Raw -182864.160781 + Penalty 2462.897279 = -180401.263503
  nChanged 39
		SP:Iteration 18Q (127712.840000 sec): 3 clusters
  Score: Raw -182906.104433 + Penalty 2462.897279 = -180443.207154
  nChanged 44
		SP:Iteration 19Q (127712.880000 sec): 3 clusters
  Score: Raw -182961.746176 + Penalty 2462.897279 = -180498.848898
  nChanged 40
		SP:Iteration 20F (127712.920000 sec): 3 clusters
  Score: Raw -183026.110371 + Penalty 2462.897279 = -180563.213093
  nChanged 54
		SP:Iteration 21Q (127712.960000 sec): 3 clusters
  Score: Raw -183143.603926 + Penalty 2462.897279 = -180680.706648
  nChanged 56
		SP:Iteration 22Q (127713.000000 sec): 3 clusters
  Score: Raw -183301.561502 + Penalty 2462.897279 = -180838.664224
  nChanged 51
		SP:Iteration 23Q (127713.040000 sec): 3 clusters
  Score: Raw -183405.909921 + Penalty 2462.897279 = -180943.012642
  nChanged 20
		SP:Iteration 24Q (127713.080000 sec): 3 clusters
  Score: Raw -183426.964111 + Penalty 2462.897279 = -180964.066833
  nChanged 11
		SP:Iteration 25Q (127713.120000 sec): 3 clusters
  Score: Raw -183439.343313 + Penalty 2462.897279 = -180976.446034
  nChanged 10
		SP:Iteration 26Q (127713.160000 sec): 3 clusters
  Score: Raw -183446.595156 + Penalty 2462.897279 = -180983.697878
  nChanged 5
		SP:Iteration 27Q (127713.200000 sec): 3 clusters
  Score: Raw -183451.715211 + Penalty 2462.897279 = -180988.817933
  nChanged 4
		SP:Iteration 28Q (127713.240000 sec): 3 clusters
  Score: Raw -183453.926579 + Penalty 2462.897279 = -180991.029300
  nChanged 0
		SP:Iteration 29F (127713.280000 sec): 3 clusters
  Score: Raw -183453.926579 + Penalty 2462.897279 = -180991.029300
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (6235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127713.400000 sec): 2 clusters
  Score: Raw -567845.805357 + Penalty 1419.914252 = -566425.891105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127713.620000 sec): 3 clusters
  Score: Raw -564617.449534 + Penalty 2839.828504 = -561777.621030
  nChanged 2538
		SP:Iteration 1F (127713.830000 sec): 3 clusters
  Score: Raw -566084.881976 + Penalty 2839.828504 = -563245.053472
  nChanged 483
		SP:Iteration 2F (127714.040000 sec): 3 clusters
  Score: Raw -566362.095240 + Penalty 2839.828504 = -563522.266736
  nChanged 382
		SP:Iteration 3F (127714.190000 sec): 3 clusters
  Score: Raw -566600.971160 + Penalty 2839.828504 = -563761.142656
  nChanged 330
		SP:Iteration 4F (127714.380000 sec): 3 clusters
  Score: Raw -566783.954254 + Penalty 2839.828504 = -563944.125751
  nChanged 289
		SP:Iteration 5Q (127714.590000 sec): 3 clusters
  Score: Raw -566932.649390 + Penalty 2839.828504 = -564092.820886
  nChanged 243
		SP:Iteration 6Q (127714.790000 sec): 3 clusters
  Score: Raw -567073.158280 + Penalty 2839.828504 = -564233.329776
  nChanged 221
		SP:Iteration 7Q (127715.000000 sec): 3 clusters
  Score: Raw -567174.542239 + Penalty 2839.828504 = -564334.713735
  nChanged 177
		SP:Iteration 8Q (127715.220000 sec): 3 clusters
  Score: Raw -567253.166858 + Penalty 2839.828504 = -564413.338354
  nChanged 148
		SP:Iteration 9Q (127715.420000 sec): 3 clusters
  Score: Raw -567321.104575 + Penalty 2839.828504 = -564481.276071
  nChanged 141
		SP:Iteration 10Q (127715.640000 sec): 3 clusters
  Score: Raw -567386.999771 + Penalty 2839.828504 = -564547.171267
  nChanged 139
		SP:Iteration 11Q (127715.840000 sec): 3 clusters
  Score: Raw -567452.297440 + Penalty 2839.828504 = -564612.468936
  nChanged 123
		SP:Iteration 12Q (127716.060000 sec): 3 clusters
  Score: Raw -567514.008306 + Penalty 2839.828504 = -564674.179802
  nChanged 121
		SP:Iteration 13Q (127716.260000 sec): 3 clusters
  Score: Raw -567573.553851 + Penalty 2839.828504 = -564733.725348
  nChanged 101
		SP:Iteration 14Q (127716.480000 sec): 3 clusters
  Score: Raw -567627.491572 + Penalty 2839.828504 = -564787.663069
  nChanged 111
		SP:Iteration 15Q (127716.690000 sec): 3 clusters
  Score: Raw -567690.680077 + Penalty 2839.828504 = -564850.851573
  nChanged 99
		SP:Iteration 16Q (127716.900000 sec): 3 clusters
  Score: Raw -567752.338855 + Penalty 2839.828504 = -564912.510351
  nChanged 96
		SP:Iteration 17Q (127717.110000 sec): 3 clusters
  Score: Raw -567810.494928 + Penalty 2839.828504 = -564970.666425
  nChanged 82
		SP:Iteration 18Q (127717.320000 sec): 3 clusters
  Score: Raw -567859.358658 + Penalty 2839.828504 = -565019.530154
  nChanged 71
		SP:Iteration 19Q (127717.530000 sec): 3 clusters
  Score: Raw -567897.470237 + Penalty 2839.828504 = -565057.641733
  nChanged 59
		SP:Iteration 20F (127717.740000 sec): 3 clusters
  Score: Raw -567925.516637 + Penalty 2839.828504 = -565085.688133
  nChanged 54
		SP:Iteration 21Q (127717.950000 sec): 3 clusters
  Score: Raw -567950.592692 + Penalty 2839.828504 = -565110.764188
  nChanged 49
		SP:Iteration 22Q (127718.120000 sec): 3 clusters
  Score: Raw -567978.643429 + Penalty 2839.828504 = -565138.814925
  nChanged 53
		SP:Iteration 23Q (127718.280000 sec): 3 clusters
  Score: Raw -568007.098235 + Penalty 2839.828504 = -565167.269731
  nChanged 50
		SP:Iteration 24Q (127718.460000 sec): 3 clusters
  Score: Raw -568039.401048 + Penalty 2839.828504 = -565199.572544
  nChanged 53
		SP:Iteration 25Q (127718.630000 sec): 3 clusters
  Score: Raw -568073.041173 + Penalty 2839.828504 = -565233.212669
  nChanged 52
		SP:Iteration 26Q (127718.800000 sec): 3 clusters
  Score: Raw -568104.147142 + Penalty 2839.828504 = -565264.318638
  nChanged 51
		SP:Iteration 27Q (127718.990000 sec): 3 clusters
  Score: Raw -568144.049753 + Penalty 2839.828504 = -565304.221249
  nChanged 54
		SP:Iteration 28Q (127719.100000 sec): 3 clusters
  Score: Raw -568187.015336 + Penalty 2839.828504 = -565347.186833
  nChanged 47
		SP:Iteration 29Q (127719.300000 sec): 3 clusters
  Score: Raw -568215.990811 + Penalty 2839.828504 = -565376.162307
  nChanged 39
		SP:Iteration 30Q (127719.470000 sec): 3 clusters
  Score: Raw -568239.479415 + Penalty 2839.828504 = -565399.650911
  nChanged 28
		SP:Iteration 31Q (127719.640000 sec): 3 clusters
  Score: Raw -568259.065657 + Penalty 2839.828504 = -565419.237153
  nChanged 25
		SP:Iteration 32Q (127719.800000 sec): 3 clusters
  Score: Raw -568275.566724 + Penalty 2839.828504 = -565435.738220
  nChanged 26
		SP:Iteration 33Q (127720.060000 sec): 3 clusters
  Score: Raw -568289.773226 + Penalty 2839.828504 = -565449.944722
  nChanged 20
		SP:Iteration 34Q (127720.230000 sec): 3 clusters
  Score: Raw -568298.851653 + Penalty 2839.828504 = -565459.023149
  nChanged 14
		SP:Iteration 35Q (127720.400000 sec): 3 clusters
  Score: Raw -568306.097903 + Penalty 2839.828504 = -565466.269400
  nChanged 14
		SP:Iteration 36Q (127720.560000 sec): 3 clusters
  Score: Raw -568315.242190 + Penalty 2839.828504 = -565475.413686
  nChanged 12
		SP:Iteration 37Q (127720.770000 sec): 3 clusters
  Score: Raw -568320.942707 + Penalty 2839.828504 = -565481.114203
  nChanged 17
		SP:Iteration 38Q (127720.940000 sec): 3 clusters
  Score: Raw -568332.508751 + Penalty 2839.828504 = -565492.680247
  nChanged 15
		SP:Iteration 39Q (127721.100000 sec): 3 clusters
  Score: Raw -568340.379091 + Penalty 2839.828504 = -565500.550587
  nChanged 9
		SP:Iteration 40F (127721.310000 sec): 3 clusters
  Score: Raw -568344.935710 + Penalty 2839.828504 = -565505.107206
  nChanged 7
		SP:Iteration 41Q (127721.480000 sec): 3 clusters
  Score: Raw -568347.472888 + Penalty 2839.828504 = -565507.644384
  nChanged 4
		SP:Iteration 42Q (127721.640000 sec): 3 clusters
  Score: Raw -568348.926721 + Penalty 2839.828504 = -565509.098217
  nChanged 7
		SP:Iteration 43Q (127721.850000 sec): 3 clusters
  Score: Raw -568352.177490 + Penalty 2839.828504 = -565512.348986
  nChanged 8
		SP:Iteration 44Q (127722.020000 sec): 3 clusters
  Score: Raw -568356.089778 + Penalty 2839.828504 = -565516.261274
  nChanged 9
		SP:Iteration 45Q (127722.190000 sec): 3 clusters
  Score: Raw -568359.669318 + Penalty 2839.828504 = -565519.840814
  nChanged 8
		SP:Iteration 46Q (127722.360000 sec): 3 clusters
  Score: Raw -568364.254335 + Penalty 2839.828504 = -565524.425831
  nChanged 7
		SP:Iteration 47Q (127722.520000 sec): 3 clusters
  Score: Raw -568367.976558 + Penalty 2839.828504 = -565528.148054
  nChanged 7
		SP:Iteration 48Q (127722.690000 sec): 3 clusters
  Score: Raw -568372.412539 + Penalty 2839.828504 = -565532.584035
  nChanged 2
		SP:Iteration 49Q (127722.860000 sec): 3 clusters
  Score: Raw -568373.374765 + Penalty 2839.828504 = -565533.546261
  nChanged 2
		SP:Iteration 50Q (127723.020000 sec): 3 clusters
  Score: Raw -568374.254298 + Penalty 2839.828504 = -565534.425794
  nChanged 1
		SP:Iteration 51Q (127723.190000 sec): 3 clusters
  Score: Raw -568374.750132 + Penalty 2839.828504 = -565534.921629
  nChanged 1
		SP:Iteration 52Q (127723.390000 sec): 3 clusters
  Score: Raw -568375.243544 + Penalty 2839.828504 = -565535.415040
  nChanged 1
		SP:Iteration 53Q (127723.570000 sec): 3 clusters
  Score: Raw -568375.522447 + Penalty 2839.828504 = -565535.693943
  nChanged 0
		SP:Iteration 54F (127723.790000 sec): 3 clusters
  Score: Raw -568375.522447 + Penalty 2839.828504 = -565535.693943
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (1890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127723.910000 sec): 2 clusters
  Score: Raw -158218.071690 + Penalty 1225.953968 = -156992.117722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127723.940000 sec): 3 clusters
  Score: Raw -157441.582201 + Penalty 2451.907935 = -154989.674266
  nChanged 654
		SP:Iteration 1F (127723.980000 sec): 3 clusters
  Score: Raw -157913.954244 + Penalty 2451.907935 = -155462.046309
  nChanged 188
		SP:Iteration 2F (127724.020000 sec): 3 clusters
  Score: Raw -158147.865029 + Penalty 2451.907935 = -155695.957093
  nChanged 149
		SP:Iteration 3F (127724.070000 sec): 3 clusters
  Score: Raw -158333.633111 + Penalty 2451.907935 = -155881.725176
  nChanged 104
		SP:Iteration 4F (127724.110000 sec): 3 clusters
  Score: Raw -158435.862545 + Penalty 2451.907935 = -155983.954610
  nChanged 73
		SP:Iteration 5Q (127724.150000 sec): 3 clusters
  Score: Raw -158502.080181 + Penalty 2451.907935 = -156050.172246
  nChanged 47
		SP:Iteration 6Q (127724.190000 sec): 3 clusters
  Score: Raw -158536.717240 + Penalty 2451.907935 = -156084.809305
  nChanged 31
		SP:Iteration 7Q (127724.230000 sec): 3 clusters
  Score: Raw -158564.616113 + Penalty 2451.907935 = -156112.708178
  nChanged 28
		SP:Iteration 8Q (127724.270000 sec): 3 clusters
  Score: Raw -158588.661281 + Penalty 2451.907935 = -156136.753345
  nChanged 29
		SP:Iteration 9Q (127724.310000 sec): 3 clusters
  Score: Raw -158610.692137 + Penalty 2451.907935 = -156158.784202
  nChanged 11
		SP:Iteration 10Q (127724.350000 sec): 3 clusters
  Score: Raw -158619.873063 + Penalty 2451.907935 = -156167.965128
  nChanged 9
		SP:Iteration 11Q (127724.390000 sec): 3 clusters
  Score: Raw -158626.382306 + Penalty 2451.907935 = -156174.474371
  nChanged 6
		SP:Iteration 12Q (127724.430000 sec): 3 clusters
  Score: Raw -158632.291273 + Penalty 2451.907935 = -156180.383337
  nChanged 15
		SP:Iteration 13Q (127724.470000 sec): 3 clusters
  Score: Raw -158644.359724 + Penalty 2451.907935 = -156192.451789
  nChanged 16
		SP:Iteration 14Q (127724.510000 sec): 3 clusters
  Score: Raw -158656.795894 + Penalty 2451.907935 = -156204.887959
  nChanged 9
		SP:Iteration 15Q (127724.550000 sec): 3 clusters
  Score: Raw -158664.294225 + Penalty 2451.907935 = -156212.386290
  nChanged 7
		SP:Iteration 16Q (127724.590000 sec): 3 clusters
  Score: Raw -158670.291319 + Penalty 2451.907935 = -156218.383384
  nChanged 8
		SP:Iteration 17Q (127724.630000 sec): 3 clusters
  Score: Raw -158677.200585 + Penalty 2451.907935 = -156225.292650
  nChanged 9
		SP:Iteration 18Q (127724.670000 sec): 3 clusters
  Score: Raw -158681.239549 + Penalty 2451.907935 = -156229.331614
  nChanged 4
		SP:Iteration 19Q (127724.710000 sec): 3 clusters
  Score: Raw -158686.325844 + Penalty 2451.907935 = -156234.417909
  nChanged 5
		SP:Iteration 20F (127724.750000 sec): 3 clusters
  Score: Raw -158692.095938 + Penalty 2451.907935 = -156240.188002
  nChanged 7
		SP:Iteration 21Q (127724.790000 sec): 3 clusters
  Score: Raw -158696.920911 + Penalty 2451.907935 = -156245.012976
  nChanged 5
		SP:Iteration 22Q (127724.830000 sec): 3 clusters
  Score: Raw -158701.613505 + Penalty 2451.907935 = -156249.705570
  nChanged 8
		SP:Iteration 23Q (127724.870000 sec): 3 clusters
  Score: Raw -158705.776476 + Penalty 2451.907935 = -156253.868541
  nChanged 4
		SP:Iteration 24Q (127724.910000 sec): 3 clusters
  Score: Raw -158708.866184 + Penalty 2451.907935 = -156256.958248
  nChanged 4
		SP:Iteration 25Q (127724.950000 sec): 3 clusters
  Score: Raw -158710.461749 + Penalty 2451.907935 = -156258.553814
  nChanged 2
		SP:Iteration 26Q (127725.000000 sec): 3 clusters
  Score: Raw -158712.462455 + Penalty 2451.907935 = -156260.554520
  nChanged 3
		SP:Iteration 27Q (127725.040000 sec): 3 clusters
  Score: Raw -158715.166620 + Penalty 2451.907935 = -156263.258684
  nChanged 6
		SP:Iteration 28Q (127725.080000 sec): 3 clusters
  Score: Raw -158720.353841 + Penalty 2451.907935 = -156268.445906
  nChanged 8
		SP:Iteration 29Q (127725.120000 sec): 3 clusters
  Score: Raw -158724.516149 + Penalty 2451.907935 = -156272.608214
  nChanged 3
		SP:Iteration 30Q (127725.160000 sec): 3 clusters
  Score: Raw -158726.641582 + Penalty 2451.907935 = -156274.733647
  nChanged 5
		SP:Iteration 31Q (127725.200000 sec): 3 clusters
  Score: Raw -158731.122963 + Penalty 2451.907935 = -156279.215028
  nChanged 7
		SP:Iteration 32Q (127725.240000 sec): 3 clusters
  Score: Raw -158734.692954 + Penalty 2451.907935 = -156282.785019
  nChanged 8
		SP:Iteration 33Q (127725.280000 sec): 3 clusters
  Score: Raw -158739.293967 + Penalty 2451.907935 = -156287.386032
  nChanged 7
		SP:Iteration 34Q (127725.320000 sec): 3 clusters
  Score: Raw -158745.492609 + Penalty 2451.907935 = -156293.584674
  nChanged 7
		SP:Iteration 35Q (127725.360000 sec): 3 clusters
  Score: Raw -158751.962244 + Penalty 2451.907935 = -156300.054309
  nChanged 11
		SP:Iteration 36Q (127725.400000 sec): 3 clusters
  Score: Raw -158759.585826 + Penalty 2451.907935 = -156307.677891
  nChanged 9
		SP:Iteration 37Q (127725.440000 sec): 3 clusters
  Score: Raw -158765.985937 + Penalty 2451.907935 = -156314.078001
  nChanged 10
		SP:Iteration 38Q (127725.480000 sec): 3 clusters
  Score: Raw -158773.042611 + Penalty 2451.907935 = -156321.134676
  nChanged 8
		SP:Iteration 39Q (127725.520000 sec): 3 clusters
  Score: Raw -158778.216466 + Penalty 2451.907935 = -156326.308531
  nChanged 6
		SP:Iteration 40F (127725.570000 sec): 3 clusters
  Score: Raw -158780.758350 + Penalty 2451.907935 = -156328.850415
  nChanged 6
		SP:Iteration 41Q (127725.610000 sec): 3 clusters
  Score: Raw -158784.286157 + Penalty 2451.907935 = -156332.378221
  nChanged 6
		SP:Iteration 42Q (127725.650000 sec): 3 clusters
  Score: Raw -158790.506653 + Penalty 2451.907935 = -156338.598718
  nChanged 7
		SP:Iteration 43Q (127725.690000 sec): 3 clusters
  Score: Raw -158793.551205 + Penalty 2451.907935 = -156341.643270
  nChanged 4
		SP:Iteration 44Q (127725.730000 sec): 3 clusters
  Score: Raw -158796.760083 + Penalty 2451.907935 = -156344.852148
  nChanged 5
		SP:Iteration 45Q (127725.770000 sec): 3 clusters
  Score: Raw -158800.045833 + Penalty 2451.907935 = -156348.137897
  nChanged 9
		SP:Iteration 46Q (127725.810000 sec): 3 clusters
  Score: Raw -158804.248994 + Penalty 2451.907935 = -156352.341059
  nChanged 6
		SP:Iteration 47Q (127725.850000 sec): 3 clusters
  Score: Raw -158806.556619 + Penalty 2451.907935 = -156354.648684
  nChanged 6
		SP:Iteration 48Q (127725.890000 sec): 3 clusters
  Score: Raw -158810.351621 + Penalty 2451.907935 = -156358.443686
  nChanged 3
		SP:Iteration 49Q (127725.930000 sec): 3 clusters
  Score: Raw -158811.776187 + Penalty 2451.907935 = -156359.868252
  nChanged 4
		SP:Iteration 50Q (127725.970000 sec): 3 clusters
  Score: Raw -158813.766728 + Penalty 2451.907935 = -156361.858793
  nChanged 5
		SP:Iteration 51Q (127726.010000 sec): 3 clusters
  Score: Raw -158817.704253 + Penalty 2451.907935 = -156365.796318
  nChanged 5
		SP:Iteration 52Q (127726.050000 sec): 3 clusters
  Score: Raw -158822.010548 + Penalty 2451.907935 = -156370.102613
  nChanged 6
		SP:Iteration 53Q (127726.090000 sec): 3 clusters
  Score: Raw -158826.062198 + Penalty 2451.907935 = -156374.154262
  nChanged 7
		SP:Iteration 54Q (127726.130000 sec): 3 clusters
  Score: Raw -158831.308545 + Penalty 2451.907935 = -156379.400610
  nChanged 5
		SP:Iteration 55Q (127726.170000 sec): 3 clusters
  Score: Raw -158835.461783 + Penalty 2451.907935 = -156383.553847
  nChanged 4
		SP:Iteration 56Q (127726.210000 sec): 3 clusters
  Score: Raw -158837.991672 + Penalty 2451.907935 = -156386.083737
  nChanged 2
		SP:Iteration 57Q (127726.250000 sec): 3 clusters
  Score: Raw -158838.912007 + Penalty 2451.907935 = -156387.004072
  nChanged 3
		SP:Iteration 58Q (127726.290000 sec): 3 clusters
  Score: Raw -158841.054082 + Penalty 2451.907935 = -156389.146147
  nChanged 3
		SP:Iteration 59Q (127726.330000 sec): 3 clusters
  Score: Raw -158841.876943 + Penalty 2451.907935 = -156389.969007
  nChanged 2
		SP:Iteration 60F (127726.370000 sec): 3 clusters
  Score: Raw -158842.660144 + Penalty 2451.907935 = -156390.752209
  nChanged 3
		SP:Iteration 61Q (127726.410000 sec): 3 clusters
  Score: Raw -158843.478357 + Penalty 2451.907935 = -156391.570422
  nChanged 0
		SP:Iteration 62F (127726.450000 sec): 3 clusters
  Score: Raw -158843.478357 + Penalty 2451.907935 = -156391.570422
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (8223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127726.590000 sec): 2 clusters
  Score: Raw -748784.275999 + Penalty 1464.887188 = -747319.388812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127726.780000 sec): 3 clusters
  Score: Raw -744339.713364 + Penalty 2929.774375 = -741409.938989
  nChanged 3479
		SP:Iteration 1F (127727.030000 sec): 3 clusters
  Score: Raw -746902.605544 + Penalty 2929.774375 = -743972.831169
  nChanged 860
		SP:Iteration 2F (127727.220000 sec): 3 clusters
  Score: Raw -747740.117759 + Penalty 2929.774375 = -744810.343384
  nChanged 686
		SP:Iteration 3F (127727.420000 sec): 3 clusters
  Score: Raw -748273.226972 + Penalty 2929.774375 = -745343.452596
  nChanged 515
		SP:Iteration 4F (127727.610000 sec): 3 clusters
  Score: Raw -748623.606971 + Penalty 2929.774375 = -745693.832595
  nChanged 381
		SP:Iteration 5Q (127727.810000 sec): 3 clusters
  Score: Raw -748846.730068 + Penalty 2929.774375 = -745916.955693
  nChanged 284
		SP:Iteration 6Q (127728.000000 sec): 3 clusters
  Score: Raw -748997.083271 + Penalty 2929.774375 = -746067.308896
  nChanged 255
		SP:Iteration 7Q (127728.200000 sec): 3 clusters
  Score: Raw -749123.486950 + Penalty 2929.774375 = -746193.712575
  nChanged 195
		SP:Iteration 8Q (127728.390000 sec): 3 clusters
  Score: Raw -749207.437781 + Penalty 2929.774375 = -746277.663406
  nChanged 179
		SP:Iteration 9Q (127728.590000 sec): 3 clusters
  Score: Raw -749274.119859 + Penalty 2929.774375 = -746344.345484
  nChanged 141
		SP:Iteration 10Q (127728.780000 sec): 3 clusters
  Score: Raw -749321.462338 + Penalty 2929.774375 = -746391.687963
  nChanged 112
		SP:Iteration 11Q (127729.020000 sec): 3 clusters
  Score: Raw -749352.203737 + Penalty 2929.774375 = -746422.429362
  nChanged 93
		SP:Iteration 12Q (127729.260000 sec): 3 clusters
  Score: Raw -749377.558767 + Penalty 2929.774375 = -746447.784392
  nChanged 71
		SP:Iteration 13Q (127729.450000 sec): 3 clusters
  Score: Raw -749395.910420 + Penalty 2929.774375 = -746466.136045
  nChanged 64
		SP:Iteration 14Q (127729.650000 sec): 3 clusters
  Score: Raw -749410.914236 + Penalty 2929.774375 = -746481.139861
  nChanged 69
		SP:Iteration 15Q (127729.840000 sec): 3 clusters
  Score: Raw -749425.853880 + Penalty 2929.774375 = -746496.079505
  nChanged 59
		SP:Iteration 16Q (127730.030000 sec): 3 clusters
  Score: Raw -749439.489994 + Penalty 2929.774375 = -746509.715619
  nChanged 57
		SP:Iteration 17Q (127730.230000 sec): 3 clusters
  Score: Raw -749456.523560 + Penalty 2929.774375 = -746526.749185
  nChanged 57
		SP:Iteration 18Q (127730.430000 sec): 3 clusters
  Score: Raw -749476.307655 + Penalty 2929.774375 = -746546.533280
  nChanged 60
		SP:Iteration 19Q (127730.620000 sec): 3 clusters
  Score: Raw -749490.496357 + Penalty 2929.774375 = -746560.721982
  nChanged 55
		SP:Iteration 20F (127730.820000 sec): 3 clusters
  Score: Raw -749504.650342 + Penalty 2929.774375 = -746574.875967
  nChanged 37
		SP:Iteration 21Q (127731.020000 sec): 3 clusters
  Score: Raw -749513.980295 + Penalty 2929.774375 = -746584.205920
  nChanged 38
		SP:Iteration 22Q (127731.210000 sec): 3 clusters
  Score: Raw -749524.974106 + Penalty 2929.774375 = -746595.199731
  nChanged 47
		SP:Iteration 23Q (127731.410000 sec): 3 clusters
  Score: Raw -749539.505517 + Penalty 2929.774375 = -746609.731142
  nChanged 51
		SP:Iteration 24Q (127731.610000 sec): 3 clusters
  Score: Raw -749551.556408 + Penalty 2929.774375 = -746621.782033
  nChanged 39
		SP:Iteration 25Q (127731.810000 sec): 3 clusters
  Score: Raw -749562.074939 + Penalty 2929.774375 = -746632.300564
  nChanged 40
		SP:Iteration 26Q (127732.000000 sec): 3 clusters
  Score: Raw -749572.775854 + Penalty 2929.774375 = -746643.001479
  nChanged 32
		SP:Iteration 27Q (127732.200000 sec): 3 clusters
  Score: Raw -749580.470198 + Penalty 2929.774375 = -746650.695823
  nChanged 37
		SP:Iteration 28Q (127732.390000 sec): 3 clusters
  Score: Raw -749589.650597 + Penalty 2929.774375 = -746659.876222
  nChanged 37
		SP:Iteration 29Q (127732.590000 sec): 3 clusters
  Score: Raw -749597.330241 + Penalty 2929.774375 = -746667.555866
  nChanged 28
		SP:Iteration 30Q (127732.840000 sec): 3 clusters
  Score: Raw -749603.370946 + Penalty 2929.774375 = -746673.596571
  nChanged 30
		SP:Iteration 31Q (127733.040000 sec): 3 clusters
  Score: Raw -749611.224330 + Penalty 2929.774375 = -746681.449954
  nChanged 30
		SP:Iteration 32Q (127733.230000 sec): 3 clusters
  Score: Raw -749618.345297 + Penalty 2929.774375 = -746688.570922
  nChanged 26
		SP:Iteration 33Q (127733.430000 sec): 3 clusters
  Score: Raw -749623.475739 + Penalty 2929.774375 = -746693.701364
  nChanged 18
		SP:Iteration 34Q (127733.630000 sec): 3 clusters
  Score: Raw -749625.955130 + Penalty 2929.774375 = -746696.180755
  nChanged 18
		SP:Iteration 35Q (127733.820000 sec): 3 clusters
  Score: Raw -749628.828893 + Penalty 2929.774375 = -746699.054518
  nChanged 15
		SP:Iteration 36Q (127734.070000 sec): 3 clusters
  Score: Raw -749630.781705 + Penalty 2929.774375 = -746701.007330
  nChanged 14
		SP:Iteration 37Q (127734.310000 sec): 3 clusters
  Score: Raw -749632.141937 + Penalty 2929.774375 = -746702.367561
  nChanged 12
		SP:Iteration 38Q (127734.510000 sec): 3 clusters
  Score: Raw -749633.817516 + Penalty 2929.774375 = -746704.043141
  nChanged 17
		SP:Iteration 39Q (127734.700000 sec): 3 clusters
  Score: Raw -749636.633442 + Penalty 2929.774375 = -746706.859067
  nChanged 18
		SP:Iteration 40F (127734.940000 sec): 3 clusters
  Score: Raw -749639.240230 + Penalty 2929.774375 = -746709.465854
  nChanged 17
		SP:Iteration 41Q (127735.180000 sec): 3 clusters
  Score: Raw -749641.941013 + Penalty 2929.774375 = -746712.166638
  nChanged 18
		SP:Iteration 42Q (127735.380000 sec): 3 clusters
  Score: Raw -749645.959436 + Penalty 2929.774375 = -746716.185061
  nChanged 26
		SP:Iteration 43Q (127735.580000 sec): 3 clusters
  Score: Raw -749653.090249 + Penalty 2929.774375 = -746723.315873
  nChanged 33
		SP:Iteration 44Q (127735.770000 sec): 3 clusters
  Score: Raw -749662.424783 + Penalty 2929.774375 = -746732.650408
  nChanged 34
		SP:Iteration 45Q (127735.970000 sec): 3 clusters
  Score: Raw -749671.319600 + Penalty 2929.774375 = -746741.545225
  nChanged 35
		SP:Iteration 46Q (127736.170000 sec): 3 clusters
  Score: Raw -749678.727659 + Penalty 2929.774375 = -746748.953284
  nChanged 24
		SP:Iteration 47Q (127736.370000 sec): 3 clusters
  Score: Raw -749681.545630 + Penalty 2929.774375 = -746751.771255
  nChanged 16
		SP:Iteration 48Q (127736.610000 sec): 3 clusters
  Score: Raw -749683.822703 + Penalty 2929.774375 = -746754.048328
  nChanged 12
		SP:Iteration 49Q (127736.850000 sec): 3 clusters
  Score: Raw -749687.126289 + Penalty 2929.774375 = -746757.351914
  nChanged 22
		SP:Iteration 50Q (127737.040000 sec): 3 clusters
  Score: Raw -749689.892931 + Penalty 2929.774375 = -746760.118556
  nChanged 14
		SP:Iteration 51Q (127737.240000 sec): 3 clusters
  Score: Raw -749691.075021 + Penalty 2929.774375 = -746761.300646
  nChanged 6
		SP:Iteration 52Q (127737.430000 sec): 3 clusters
  Score: Raw -749692.273998 + Penalty 2929.774375 = -746762.499623
  nChanged 9
		SP:Iteration 53Q (127737.630000 sec): 3 clusters
  Score: Raw -749693.139858 + Penalty 2929.774375 = -746763.365483
  nChanged 5
		SP:Iteration 54Q (127737.860000 sec): 3 clusters
  Score: Raw -749693.513593 + Penalty 2929.774375 = -746763.739218
  nChanged 3
		SP:Iteration 55Q (127738.110000 sec): 3 clusters
  Score: Raw -749693.700210 + Penalty 2929.774375 = -746763.925835
  nChanged 4
		SP:Iteration 56Q (127738.300000 sec): 3 clusters
  Score: Raw -749693.960975 + Penalty 2929.774375 = -746764.186600
  nChanged 4
		SP:Iteration 57Q (127738.500000 sec): 3 clusters
  Score: Raw -749694.437284 + Penalty 2929.774375 = -746764.662909
  nChanged 3
		SP:Iteration 58Q (127738.730000 sec): 3 clusters
  Score: Raw -749694.817264 + Penalty 2929.774375 = -746765.042888
  nChanged 3
		SP:Iteration 59Q (127738.930000 sec): 3 clusters
  Score: Raw -749695.128014 + Penalty 2929.774375 = -746765.353638
  nChanged 1
		SP:Iteration 60F (127739.130000 sec): 3 clusters
  Score: Raw -749695.245191 + Penalty 2929.774375 = -746765.470815
  nChanged 1
		SP:Iteration 61Q (127739.320000 sec): 3 clusters
  Score: Raw -749695.416710 + Penalty 2929.774375 = -746765.642335
  nChanged 2
		SP:Iteration 62Q (127739.510000 sec): 3 clusters
  Score: Raw -749695.594463 + Penalty 2929.774375 = -746765.820088
  nChanged 1
		SP:Iteration 63Q (127739.710000 sec): 3 clusters
  Score: Raw -749695.629737 + Penalty 2929.774375 = -746765.855362
  nChanged 0
		SP:Iteration 64F (127739.910000 sec): 3 clusters
  Score: Raw -749695.629737 + Penalty 2929.774375 = -746765.855362
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (2872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127740.000000 sec): 2 clusters
  Score: Raw -229902.384755 + Penalty 1293.949139 = -228608.435616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127740.190000 sec): 3 clusters
  Score: Raw -228568.939136 + Penalty 2587.898277 = -225981.040859
  nChanged 1065
		SP:Iteration 1F (127740.250000 sec): 3 clusters
  Score: Raw -229278.355365 + Penalty 2587.898277 = -226690.457087
  nChanged 260
		SP:Iteration 2F (127740.310000 sec): 3 clusters
  Score: Raw -229510.814516 + Penalty 2587.898277 = -226922.916239
  nChanged 217
		SP:Iteration 3F (127740.400000 sec): 3 clusters
  Score: Raw -229687.917929 + Penalty 2587.898277 = -227100.019651
  nChanged 167
		SP:Iteration 4F (127740.580000 sec): 3 clusters
  Score: Raw -229843.205900 + Penalty 2587.898277 = -227255.307623
  nChanged 165
		SP:Iteration 5F (127740.750000 sec): 3 clusters
  Score: Raw -230029.512323 + Penalty 2587.898277 = -227441.614046
  nChanged 164
		SP:Iteration 6F (127740.930000 sec): 3 clusters
  Score: Raw -230182.998003 + Penalty 2587.898277 = -227595.099726
  nChanged 128
		SP:Iteration 7Q (127741.110000 sec): 3 clusters
  Score: Raw -230300.694185 + Penalty 2587.898277 = -227712.795907
  nChanged 121
		SP:Iteration 8Q (127741.280000 sec): 3 clusters
  Score: Raw -230426.811037 + Penalty 2587.898277 = -227838.912759
  nChanged 118
		SP:Iteration 9Q (127741.460000 sec): 3 clusters
  Score: Raw -230534.264024 + Penalty 2587.898277 = -227946.365747
  nChanged 101
		SP:Iteration 10Q (127741.630000 sec): 3 clusters
  Score: Raw -230626.986075 + Penalty 2587.898277 = -228039.087798
  nChanged 84
		SP:Iteration 11Q (127741.810000 sec): 3 clusters
  Score: Raw -230718.745739 + Penalty 2587.898277 = -228130.847462
  nChanged 74
		SP:Iteration 12Q (127741.990000 sec): 3 clusters
  Score: Raw -230785.131989 + Penalty 2587.898277 = -228197.233712
  nChanged 57
		SP:Iteration 13Q (127742.160000 sec): 3 clusters
  Score: Raw -230835.585691 + Penalty 2587.898277 = -228247.687413
  nChanged 49
		SP:Iteration 14Q (127742.340000 sec): 3 clusters
  Score: Raw -230866.674127 + Penalty 2587.898277 = -228278.775850
  nChanged 27
		SP:Iteration 15Q (127742.510000 sec): 3 clusters
  Score: Raw -230881.980955 + Penalty 2587.898277 = -228294.082678
  nChanged 16
		SP:Iteration 16Q (127742.690000 sec): 3 clusters
  Score: Raw -230891.125990 + Penalty 2587.898277 = -228303.227712
  nChanged 21
		SP:Iteration 17Q (127742.870000 sec): 3 clusters
  Score: Raw -230901.522407 + Penalty 2587.898277 = -228313.624130
  nChanged 20
		SP:Iteration 18Q (127743.040000 sec): 3 clusters
  Score: Raw -230912.394781 + Penalty 2587.898277 = -228324.496503
  nChanged 14
		SP:Iteration 19Q (127743.210000 sec): 3 clusters
  Score: Raw -230923.927602 + Penalty 2587.898277 = -228336.029324
  nChanged 21
		SP:Iteration 20F (127743.390000 sec): 3 clusters
  Score: Raw -230937.403294 + Penalty 2587.898277 = -228349.505016
  nChanged 22
		SP:Iteration 21Q (127743.570000 sec): 3 clusters
  Score: Raw -230950.301416 + Penalty 2587.898277 = -228362.403139
  nChanged 17
		SP:Iteration 22Q (127743.740000 sec): 3 clusters
  Score: Raw -230960.427996 + Penalty 2587.898277 = -228372.529719
  nChanged 16
		SP:Iteration 23Q (127743.920000 sec): 3 clusters
  Score: Raw -230969.370979 + Penalty 2587.898277 = -228381.472702
  nChanged 17
		SP:Iteration 24Q (127744.090000 sec): 3 clusters
  Score: Raw -230979.636688 + Penalty 2587.898277 = -228391.738410
  nChanged 13
		SP:Iteration 25Q (127744.270000 sec): 3 clusters
  Score: Raw -230986.110000 + Penalty 2587.898277 = -228398.211722
  nChanged 8
		SP:Iteration 26Q (127744.450000 sec): 3 clusters
  Score: Raw -230987.659155 + Penalty 2587.898277 = -228399.760877
  nChanged 1
		SP:Iteration 27Q (127744.620000 sec): 3 clusters
  Score: Raw -230988.129171 + Penalty 2587.898277 = -228400.230893
  nChanged 0
		SP:Iteration 28F (127744.800000 sec): 3 clusters
  Score: Raw -230988.129171 + Penalty 2587.898277 = -228400.230893
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (4160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127744.900000 sec): 2 clusters
  Score: Raw -345282.029135 + Penalty 1354.156432 = -343927.872702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127745.080000 sec): 3 clusters
  Score: Raw -343182.564901 + Penalty 2708.312865 = -340474.252036
  nChanged 1615
		SP:Iteration 1F (127745.250000 sec): 3 clusters
  Score: Raw -344169.813075 + Penalty 2708.312865 = -341461.500210
  nChanged 370
		SP:Iteration 2F (127745.430000 sec): 3 clusters
  Score: Raw -344502.854679 + Penalty 2708.312865 = -341794.541814
  nChanged 312
		SP:Iteration 3F (127745.610000 sec): 3 clusters
  Score: Raw -344768.988470 + Penalty 2708.312865 = -342060.675605
  nChanged 249
		SP:Iteration 4F (127745.780000 sec): 3 clusters
  Score: Raw -345004.054067 + Penalty 2708.312865 = -342295.741202
  nChanged 230
		SP:Iteration 5F (127745.960000 sec): 3 clusters
  Score: Raw -345167.105988 + Penalty 2708.312865 = -342458.793123
  nChanged 146
		SP:Iteration 6Q (127746.130000 sec): 3 clusters
  Score: Raw -345270.507257 + Penalty 2708.312865 = -342562.194392
  nChanged 123
		SP:Iteration 7Q (127746.310000 sec): 3 clusters
  Score: Raw -345351.942842 + Penalty 2708.312865 = -342643.629977
  nChanged 118
		SP:Iteration 8Q (127746.490000 sec): 3 clusters
  Score: Raw -345412.596838 + Penalty 2708.312865 = -342704.283973
  nChanged 88
		SP:Iteration 9Q (127746.680000 sec): 3 clusters
  Score: Raw -345467.267550 + Penalty 2708.312865 = -342758.954685
  nChanged 92
		SP:Iteration 10Q (127746.880000 sec): 3 clusters
  Score: Raw -345523.044738 + Penalty 2708.312865 = -342814.731873
  nChanged 86
		SP:Iteration 11Q (127747.020000 sec): 3 clusters
  Score: Raw -345574.240802 + Penalty 2708.312865 = -342865.927937
  nChanged 78
		SP:Iteration 12Q (127747.180000 sec): 3 clusters
  Score: Raw -345621.432332 + Penalty 2708.312865 = -342913.119467
  nChanged 67
		SP:Iteration 13Q (127747.340000 sec): 3 clusters
  Score: Raw -345659.754516 + Penalty 2708.312865 = -342951.441651
  nChanged 72
		SP:Iteration 14Q (127747.500000 sec): 3 clusters
  Score: Raw -345697.915955 + Penalty 2708.312865 = -342989.603091
  nChanged 54
		SP:Iteration 15Q (127747.680000 sec): 3 clusters
  Score: Raw -345723.808649 + Penalty 2708.312865 = -343015.495784
  nChanged 57
		SP:Iteration 16Q (127747.850000 sec): 3 clusters
  Score: Raw -345756.623453 + Penalty 2708.312865 = -343048.310589
  nChanged 54
		SP:Iteration 17Q (127748.030000 sec): 3 clusters
  Score: Raw -345791.761781 + Penalty 2708.312865 = -343083.448916
  nChanged 60
		SP:Iteration 18Q (127748.210000 sec): 3 clusters
  Score: Raw -345838.328760 + Penalty 2708.312865 = -343130.015895
  nChanged 68
		SP:Iteration 19Q (127748.380000 sec): 3 clusters
  Score: Raw -345896.878746 + Penalty 2708.312865 = -343188.565882
  nChanged 72
		SP:Iteration 20F (127748.560000 sec): 3 clusters
  Score: Raw -345972.479452 + Penalty 2708.312865 = -343264.166587
  nChanged 65
		SP:Iteration 21Q (127748.730000 sec): 3 clusters
  Score: Raw -346053.715546 + Penalty 2708.312865 = -343345.402681
  nChanged 59
		SP:Iteration 22Q (127748.910000 sec): 3 clusters
  Score: Raw -346143.005979 + Penalty 2708.312865 = -343434.693114
  nChanged 55
		SP:Iteration 23Q (127749.090000 sec): 3 clusters
  Score: Raw -346303.995642 + Penalty 2708.312865 = -343595.682777
  nChanged 54
		SP:Iteration 24Q (127749.260000 sec): 3 clusters
  Score: Raw -346452.023230 + Penalty 2708.312865 = -343743.710365
  nChanged 59
		SP:Iteration 25Q (127749.440000 sec): 3 clusters
  Score: Raw -346564.782970 + Penalty 2708.312865 = -343856.470105
  nChanged 53
		SP:Iteration 26Q (127749.590000 sec): 3 clusters
  Score: Raw -346619.153665 + Penalty 2708.312865 = -343910.840800
  nChanged 31
		SP:Iteration 27Q (127749.670000 sec): 3 clusters
  Score: Raw -346637.943883 + Penalty 2708.312865 = -343929.631018
  nChanged 21
		SP:Iteration 28Q (127749.740000 sec): 3 clusters
  Score: Raw -346649.217392 + Penalty 2708.312865 = -343940.904527
  nChanged 15
		SP:Iteration 29Q (127749.810000 sec): 3 clusters
  Score: Raw -346656.402527 + Penalty 2708.312865 = -343948.089662
  nChanged 7
		SP:Iteration 30Q (127749.890000 sec): 3 clusters
  Score: Raw -346660.504774 + Penalty 2708.312865 = -343952.191910
  nChanged 7
		SP:Iteration 31Q (127749.960000 sec): 3 clusters
  Score: Raw -346666.748109 + Penalty 2708.312865 = -343958.435244
  nChanged 10
		SP:Iteration 32Q (127750.040000 sec): 3 clusters
  Score: Raw -346673.660892 + Penalty 2708.312865 = -343965.348027
  nChanged 14
		SP:Iteration 33Q (127750.110000 sec): 3 clusters
  Score: Raw -346681.596900 + Penalty 2708.312865 = -343973.284035
  nChanged 8
		SP:Iteration 34Q (127750.190000 sec): 3 clusters
  Score: Raw -346685.729617 + Penalty 2708.312865 = -343977.416752
  nChanged 4
		SP:Iteration 35Q (127750.260000 sec): 3 clusters
  Score: Raw -346687.855510 + Penalty 2708.312865 = -343979.542645
  nChanged 3
		SP:Iteration 36Q (127750.330000 sec): 3 clusters
  Score: Raw -346688.920071 + Penalty 2708.312865 = -343980.607206
  nChanged 2
		SP:Iteration 37Q (127750.410000 sec): 3 clusters
  Score: Raw -346689.902769 + Penalty 2708.312865 = -343981.589905
  nChanged 0
		SP:Iteration 38F (127750.490000 sec): 3 clusters
  Score: Raw -346690.275272 + Penalty 2708.312865 = -343981.962407
  nChanged 1
		SP:Iteration 39Q (127750.560000 sec): 3 clusters
  Score: Raw -346690.656841 + Penalty 2708.312865 = -343982.343976
  nChanged 2
		SP:Iteration 40F (127750.640000 sec): 3 clusters
  Score: Raw -346691.519701 + Penalty 2708.312865 = -343983.206836
  nChanged 1
		SP:Iteration 41Q (127750.710000 sec): 3 clusters
  Score: Raw -346692.051986 + Penalty 2708.312865 = -343983.739121
  nChanged 1
		SP:Iteration 42Q (127750.790000 sec): 3 clusters
  Score: Raw -346692.247075 + Penalty 2708.312865 = -343983.934210
  nChanged 1
		SP:Iteration 43Q (127750.860000 sec): 3 clusters
  Score: Raw -346692.868022 + Penalty 2708.312865 = -343984.555158
  nChanged 2
		SP:Iteration 44Q (127750.940000 sec): 3 clusters
  Score: Raw -346693.343120 + Penalty 2708.312865 = -343985.030255
  nChanged 1
		SP:Iteration 45Q (127751.010000 sec): 3 clusters
  Score: Raw -346693.655570 + Penalty 2708.312865 = -343985.342705
  nChanged 0
		SP:Iteration 46F (127751.090000 sec): 3 clusters
  Score: Raw -346693.655570 + Penalty 2708.312865 = -343985.342705
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 115.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (6241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127751.190000 sec): 2 clusters
  Score: Raw -496771.742168 + Penalty 1420.070552 = -495351.671616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127751.410000 sec): 3 clusters
  Score: Raw -493397.366981 + Penalty 2840.141104 = -490557.225877
  nChanged 2627
		SP:Iteration 1F (127751.620000 sec): 3 clusters
  Score: Raw -494871.002718 + Penalty 2840.141104 = -492030.861614
  nChanged 474
		SP:Iteration 2F (127751.830000 sec): 3 clusters
  Score: Raw -495232.583904 + Penalty 2840.141104 = -492392.442799
  nChanged 437
		SP:Iteration 3F (127752.040000 sec): 3 clusters
  Score: Raw -495583.521766 + Penalty 2840.141104 = -492743.380662
  nChanged 429
		SP:Iteration 4F (127752.250000 sec): 3 clusters
  Score: Raw -495951.292144 + Penalty 2840.141104 = -493111.151040
  nChanged 420
		SP:Iteration 5F (127752.460000 sec): 3 clusters
  Score: Raw -496305.417275 + Penalty 2840.141104 = -493465.276171
  nChanged 370
		SP:Iteration 6F (127752.670000 sec): 3 clusters
  Score: Raw -496612.759782 + Penalty 2840.141104 = -493772.618678
  nChanged 331
		SP:Iteration 7F (127752.880000 sec): 3 clusters
  Score: Raw -496886.153375 + Penalty 2840.141104 = -494046.012271
  nChanged 316
		SP:Iteration 8F (127753.070000 sec): 3 clusters
  Score: Raw -497153.027271 + Penalty 2840.141104 = -494312.886167
  nChanged 255
		SP:Iteration 9Q (127753.250000 sec): 3 clusters
  Score: Raw -497351.703683 + Penalty 2840.141104 = -494511.562579
  nChanged 182
		SP:Iteration 10Q (127753.470000 sec): 3 clusters
  Score: Raw -497472.219224 + Penalty 2840.141104 = -494632.078120
  nChanged 140
		SP:Iteration 11Q (127753.670000 sec): 3 clusters
  Score: Raw -497539.711020 + Penalty 2840.141104 = -494699.569916
  nChanged 79
		SP:Iteration 12Q (127753.880000 sec): 3 clusters
  Score: Raw -497570.947220 + Penalty 2840.141104 = -494730.806116
  nChanged 57
		SP:Iteration 13Q (127754.100000 sec): 3 clusters
  Score: Raw -497590.183059 + Penalty 2840.141104 = -494750.041954
  nChanged 47
		SP:Iteration 14Q (127754.290000 sec): 3 clusters
  Score: Raw -497606.579881 + Penalty 2840.141104 = -494766.438777
  nChanged 46
		SP:Iteration 15Q (127754.400000 sec): 3 clusters
  Score: Raw -497620.024634 + Penalty 2840.141104 = -494779.883530
  nChanged 34
		SP:Iteration 16Q (127754.500000 sec): 3 clusters
  Score: Raw -497629.029370 + Penalty 2840.141104 = -494788.888266
  nChanged 24
		SP:Iteration 17Q (127754.600000 sec): 3 clusters
  Score: Raw -497635.723541 + Penalty 2840.141104 = -494795.582437
  nChanged 17
		SP:Iteration 18Q (127754.710000 sec): 3 clusters
  Score: Raw -497639.500393 + Penalty 2840.141104 = -494799.359289
  nChanged 15
		SP:Iteration 19Q (127754.820000 sec): 3 clusters
  Score: Raw -497642.790911 + Penalty 2840.141104 = -494802.649807
  nChanged 8
		SP:Iteration 20F (127755.010000 sec): 3 clusters
  Score: Raw -497644.173843 + Penalty 2840.141104 = -494804.032739
  nChanged 6
		SP:Iteration 21Q (127755.220000 sec): 3 clusters
  Score: Raw -497645.147593 + Penalty 2840.141104 = -494805.006489
  nChanged 3
		SP:Iteration 22Q (127755.400000 sec): 3 clusters
  Score: Raw -497646.011262 + Penalty 2840.141104 = -494805.870158
  nChanged 5
		SP:Iteration 23Q (127755.610000 sec): 3 clusters
  Score: Raw -497646.833033 + Penalty 2840.141104 = -494806.691929
  nChanged 4
		SP:Iteration 24Q (127755.790000 sec): 3 clusters
  Score: Raw -497647.335535 + Penalty 2840.141104 = -494807.194431
  nChanged 4
		SP:Iteration 25Q (127756.030000 sec): 3 clusters
  Score: Raw -497647.947073 + Penalty 2840.141104 = -494807.805968
  nChanged 3
		SP:Iteration 26Q (127756.200000 sec): 3 clusters
  Score: Raw -497648.367457 + Penalty 2840.141104 = -494808.226353
  nChanged 1
		SP:Iteration 27Q (127756.410000 sec): 3 clusters
  Score: Raw -497648.593324 + Penalty 2840.141104 = -494808.452220
  nChanged 1
		SP:Iteration 28Q (127756.620000 sec): 3 clusters
  Score: Raw -497648.648191 + Penalty 2840.141104 = -494808.507087
  nChanged 0
		SP:Iteration 29F (127756.830000 sec): 3 clusters
  Score: Raw -497648.648191 + Penalty 2840.141104 = -494808.507087
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (25851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127757.070000 sec): 2 clusters
  Score: Raw -2445017.868689 + Penalty 1651.016992 = -2443366.851697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127757.390000 sec): 3 clusters
  Score: Raw -2429279.643763 + Penalty 3302.033983 = -2425977.609780
  nChanged 11702
		SP:Iteration 1F (127757.700000 sec): 3 clusters
  Score: Raw -2436100.521854 + Penalty 3302.033983 = -2432798.487871
  nChanged 1396
		SP:Iteration 2F (127758.060000 sec): 3 clusters
  Score: Raw -2436679.158647 + Penalty 3302.033983 = -2433377.124664
  nChanged 1431
		SP:Iteration 3F (127758.420000 sec): 3 clusters
  Score: Raw -2437314.368520 + Penalty 3302.033983 = -2434012.334537
  nChanged 1429
		SP:Iteration 4F (127758.780000 sec): 3 clusters
  Score: Raw -2437973.603078 + Penalty 3302.033983 = -2434671.569095
  nChanged 1388
		SP:Iteration 5F (127759.140000 sec): 3 clusters
  Score: Raw -2438695.654532 + Penalty 3302.033983 = -2435393.620549
  nChanged 1402
		SP:Iteration 6F (127759.490000 sec): 3 clusters
  Score: Raw -2439484.213408 + Penalty 3302.033983 = -2436182.179424
  nChanged 1419
		SP:Iteration 7F (127759.850000 sec): 3 clusters
  Score: Raw -2440355.928335 + Penalty 3302.033983 = -2437053.894352
  nChanged 1291
		SP:Iteration 8Q (127760.260000 sec): 3 clusters
  Score: Raw -2441225.768870 + Penalty 3302.033983 = -2437923.734887
  nChanged 1135
		SP:Iteration 9Q (127760.620000 sec): 3 clusters
  Score: Raw -2442103.735722 + Penalty 3302.033983 = -2438801.701739
  nChanged 947
		SP:Iteration 10Q (127760.970000 sec): 3 clusters
  Score: Raw -2442875.332593 + Penalty 3302.033983 = -2439573.298610
  nChanged 782
		SP:Iteration 11Q (127761.340000 sec): 3 clusters
  Score: Raw -2443566.897648 + Penalty 3302.033983 = -2440264.863665
  nChanged 594
		SP:Iteration 12Q (127761.700000 sec): 3 clusters
  Score: Raw -2444104.764851 + Penalty 3302.033983 = -2440802.730868
  nChanged 479
		SP:Iteration 13Q (127762.060000 sec): 3 clusters
  Score: Raw -2444534.833190 + Penalty 3302.033983 = -2441232.799207
  nChanged 388
		SP:Iteration 14Q (127762.420000 sec): 3 clusters
  Score: Raw -2444864.746719 + Penalty 3302.033983 = -2441562.712735
  nChanged 292
		SP:Iteration 15Q (127762.780000 sec): 3 clusters
  Score: Raw -2445083.597516 + Penalty 3302.033983 = -2441781.563533
  nChanged 242
		SP:Iteration 16Q (127763.150000 sec): 3 clusters
  Score: Raw -2445262.619168 + Penalty 3302.033983 = -2441960.585185
  nChanged 219
		SP:Iteration 17Q (127763.510000 sec): 3 clusters
  Score: Raw -2445423.408565 + Penalty 3302.033983 = -2442121.374582
  nChanged 180
		SP:Iteration 18Q (127763.870000 sec): 3 clusters
  Score: Raw -2445531.343214 + Penalty 3302.033983 = -2442229.309231
  nChanged 174
		SP:Iteration 19Q (127764.240000 sec): 3 clusters
  Score: Raw -2445624.076954 + Penalty 3302.033983 = -2442322.042971
  nChanged 140
		SP:Iteration 20F (127764.590000 sec): 3 clusters
  Score: Raw -2445688.648245 + Penalty 3302.033983 = -2442386.614262
  nChanged 107
		SP:Iteration 21Q (127764.920000 sec): 3 clusters
  Score: Raw -2445723.687470 + Penalty 3302.033983 = -2442421.653487
  nChanged 67
		SP:Iteration 22Q (127765.280000 sec): 3 clusters
  Score: Raw -2445745.155722 + Penalty 3302.033983 = -2442443.121738
  nChanged 61
		SP:Iteration 23Q (127765.640000 sec): 3 clusters
  Score: Raw -2445759.312235 + Penalty 3302.033983 = -2442457.278251
  nChanged 46
		SP:Iteration 24Q (127766.010000 sec): 3 clusters
  Score: Raw -2445769.741834 + Penalty 3302.033983 = -2442467.707851
  nChanged 37
		SP:Iteration 25Q (127766.350000 sec): 3 clusters
  Score: Raw -2445777.371390 + Penalty 3302.033983 = -2442475.337407
  nChanged 36
		SP:Iteration 26Q (127766.700000 sec): 3 clusters
  Score: Raw -2445786.163591 + Penalty 3302.033983 = -2442484.129607
  nChanged 31
		SP:Iteration 27Q (127766.970000 sec): 3 clusters
  Score: Raw -2445792.777797 + Penalty 3302.033983 = -2442490.743814
  nChanged 21
		SP:Iteration 28Q (127767.330000 sec): 3 clusters
  Score: Raw -2445795.996114 + Penalty 3302.033983 = -2442493.962130
  nChanged 15
		SP:Iteration 29Q (127767.690000 sec): 3 clusters
  Score: Raw -2445797.878291 + Penalty 3302.033983 = -2442495.844308
  nChanged 7
		SP:Iteration 30Q (127768.060000 sec): 3 clusters
  Score: Raw -2445798.756811 + Penalty 3302.033983 = -2442496.722828
  nChanged 2
		SP:Iteration 31Q (127768.420000 sec): 3 clusters
  Score: Raw -2445798.900431 + Penalty 3302.033983 = -2442496.866448
  nChanged 2
		SP:Iteration 32Q (127768.790000 sec): 3 clusters
  Score: Raw -2445799.155161 + Penalty 3302.033983 = -2442497.121178
  nChanged 5
		SP:Iteration 33Q (127769.150000 sec): 3 clusters
  Score: Raw -2445799.908126 + Penalty 3302.033983 = -2442497.874142
  nChanged 4
		SP:Iteration 34Q (127769.520000 sec): 3 clusters
  Score: Raw -2445800.350937 + Penalty 3302.033983 = -2442498.316953
  nChanged 2
		SP:Iteration 35Q (127769.890000 sec): 3 clusters
  Score: Raw -2445800.830033 + Penalty 3302.033983 = -2442498.796050
  nChanged 4
		SP:Iteration 36Q (127770.250000 sec): 3 clusters
  Score: Raw -2445801.351294 + Penalty 3302.033983 = -2442499.317311
  nChanged 2
		SP:Iteration 37Q (127770.620000 sec): 3 clusters
  Score: Raw -2445801.508877 + Penalty 3302.033983 = -2442499.474894
  nChanged 0
		SP:Iteration 38F (127770.940000 sec): 3 clusters
  Score: Raw -2445801.508877 + Penalty 3302.033983 = -2442499.474894
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (3446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127771.050000 sec): 2 clusters
  Score: Raw -300616.618726 + Penalty 1323.557530 = -299293.061195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127771.220000 sec): 3 clusters
  Score: Raw -298941.118040 + Penalty 2647.115061 = -296294.002980
  nChanged 1306
		SP:Iteration 1F (127771.400000 sec): 3 clusters
  Score: Raw -299748.878917 + Penalty 2647.115061 = -297101.763857
  nChanged 233
		SP:Iteration 2F (127771.570000 sec): 3 clusters
  Score: Raw -299897.704653 + Penalty 2647.115061 = -297250.589593
  nChanged 190
		SP:Iteration 3F (127771.750000 sec): 3 clusters
  Score: Raw -300013.111733 + Penalty 2647.115061 = -297365.996672
  nChanged 162
		SP:Iteration 4Q (127771.930000 sec): 3 clusters
  Score: Raw -300128.423297 + Penalty 2647.115061 = -297481.308237
  nChanged 158
		SP:Iteration 5Q (127772.100000 sec): 3 clusters
  Score: Raw -300237.448199 + Penalty 2647.115061 = -297590.333139
  nChanged 119
		SP:Iteration 6Q (127772.280000 sec): 3 clusters
  Score: Raw -300308.814054 + Penalty 2647.115061 = -297661.698994
  nChanged 107
		SP:Iteration 7Q (127772.450000 sec): 3 clusters
  Score: Raw -300381.067719 + Penalty 2647.115061 = -297733.952658
  nChanged 99
		SP:Iteration 8Q (127772.630000 sec): 3 clusters
  Score: Raw -300449.420760 + Penalty 2647.115061 = -297802.305699
  nChanged 98
		SP:Iteration 9Q (127772.810000 sec): 3 clusters
  Score: Raw -300514.421359 + Penalty 2647.115061 = -297867.306298
  nChanged 93
		SP:Iteration 10Q (127772.980000 sec): 3 clusters
  Score: Raw -300565.690950 + Penalty 2647.115061 = -297918.575890
  nChanged 78
		SP:Iteration 11Q (127773.160000 sec): 3 clusters
  Score: Raw -300608.551919 + Penalty 2647.115061 = -297961.436858
  nChanged 62
		SP:Iteration 12Q (127773.330000 sec): 3 clusters
  Score: Raw -300637.492849 + Penalty 2647.115061 = -297990.377788
  nChanged 56
		SP:Iteration 13Q (127773.510000 sec): 3 clusters
  Score: Raw -300664.158429 + Penalty 2647.115061 = -298017.043368
  nChanged 55
		SP:Iteration 14Q (127773.690000 sec): 3 clusters
  Score: Raw -300695.458739 + Penalty 2647.115061 = -298048.343678
  nChanged 57
		SP:Iteration 15Q (127773.860000 sec): 3 clusters
  Score: Raw -300718.974341 + Penalty 2647.115061 = -298071.859281
  nChanged 29
		SP:Iteration 16Q (127774.040000 sec): 3 clusters
  Score: Raw -300730.320666 + Penalty 2647.115061 = -298083.205605
  nChanged 23
		SP:Iteration 17Q (127774.210000 sec): 3 clusters
  Score: Raw -300739.550436 + Penalty 2647.115061 = -298092.435375
  nChanged 20
		SP:Iteration 18Q (127774.390000 sec): 3 clusters
  Score: Raw -300746.223282 + Penalty 2647.115061 = -298099.108222
  nChanged 14
		SP:Iteration 19Q (127774.570000 sec): 3 clusters
  Score: Raw -300752.074204 + Penalty 2647.115061 = -298104.959143
  nChanged 20
		SP:Iteration 20F (127774.740000 sec): 3 clusters
  Score: Raw -300758.620618 + Penalty 2647.115061 = -298111.505557
  nChanged 9
		SP:Iteration 21Q (127774.920000 sec): 3 clusters
  Score: Raw -300760.996435 + Penalty 2647.115061 = -298113.881374
  nChanged 12
		SP:Iteration 22Q (127775.090000 sec): 3 clusters
  Score: Raw -300765.876697 + Penalty 2647.115061 = -298118.761636
  nChanged 13
		SP:Iteration 23Q (127775.270000 sec): 3 clusters
  Score: Raw -300769.990160 + Penalty 2647.115061 = -298122.875099
  nChanged 7
		SP:Iteration 24Q (127775.440000 sec): 3 clusters
  Score: Raw -300772.324690 + Penalty 2647.115061 = -298125.209629
  nChanged 5
		SP:Iteration 25Q (127775.620000 sec): 3 clusters
  Score: Raw -300774.929072 + Penalty 2647.115061 = -298127.814012
  nChanged 8
		SP:Iteration 26Q (127775.790000 sec): 3 clusters
  Score: Raw -300776.737563 + Penalty 2647.115061 = -298129.622503
  nChanged 9
		SP:Iteration 27Q (127775.970000 sec): 3 clusters
  Score: Raw -300780.392917 + Penalty 2647.115061 = -298133.277857
  nChanged 8
		SP:Iteration 28Q (127776.150000 sec): 3 clusters
  Score: Raw -300783.577882 + Penalty 2647.115061 = -298136.462822
  nChanged 12
		SP:Iteration 29Q (127776.320000 sec): 3 clusters
  Score: Raw -300787.808805 + Penalty 2647.115061 = -298140.693744
  nChanged 7
		SP:Iteration 30Q (127776.500000 sec): 3 clusters
  Score: Raw -300791.619537 + Penalty 2647.115061 = -298144.504476
  nChanged 14
		SP:Iteration 31Q (127776.670000 sec): 3 clusters
  Score: Raw -300800.952995 + Penalty 2647.115061 = -298153.837934
  nChanged 18
		SP:Iteration 32Q (127776.850000 sec): 3 clusters
  Score: Raw -300809.471826 + Penalty 2647.115061 = -298162.356766
  nChanged 19
		SP:Iteration 33Q (127777.030000 sec): 3 clusters
  Score: Raw -300820.009391 + Penalty 2647.115061 = -298172.894331
  nChanged 24
		SP:Iteration 34Q (127777.200000 sec): 3 clusters
  Score: Raw -300839.198285 + Penalty 2647.115061 = -298192.083225
  nChanged 30
		SP:Iteration 35Q (127777.380000 sec): 3 clusters
  Score: Raw -300860.423793 + Penalty 2647.115061 = -298213.308732
  nChanged 32
		SP:Iteration 36Q (127777.550000 sec): 3 clusters
  Score: Raw -300879.005780 + Penalty 2647.115061 = -298231.890719
  nChanged 29
		SP:Iteration 37Q (127777.730000 sec): 3 clusters
  Score: Raw -300902.860781 + Penalty 2647.115061 = -298255.745720
  nChanged 33
		SP:Iteration 38Q (127777.910000 sec): 3 clusters
  Score: Raw -300931.379034 + Penalty 2647.115061 = -298284.263973
  nChanged 32
		SP:Iteration 39Q (127778.080000 sec): 3 clusters
  Score: Raw -300951.237955 + Penalty 2647.115061 = -298304.122895
  nChanged 35
		SP:Iteration 40F (127778.260000 sec): 3 clusters
  Score: Raw -300972.616886 + Penalty 2647.115061 = -298325.501825
  nChanged 31
		SP:Iteration 41Q (127778.430000 sec): 3 clusters
  Score: Raw -300992.419864 + Penalty 2647.115061 = -298345.304804
  nChanged 32
		SP:Iteration 42Q (127778.610000 sec): 3 clusters
  Score: Raw -301011.487403 + Penalty 2647.115061 = -298364.372343
  nChanged 35
		SP:Iteration 43Q (127778.790000 sec): 3 clusters
  Score: Raw -301030.358881 + Penalty 2647.115061 = -298383.243820
  nChanged 34
		SP:Iteration 44Q (127778.960000 sec): 3 clusters
  Score: Raw -301056.641127 + Penalty 2647.115061 = -298409.526066
  nChanged 38
		SP:Iteration 45Q (127779.140000 sec): 3 clusters
  Score: Raw -301090.821136 + Penalty 2647.115061 = -298443.706075
  nChanged 48
		SP:Iteration 46Q (127779.310000 sec): 3 clusters
  Score: Raw -301144.748842 + Penalty 2647.115061 = -298497.633782
  nChanged 60
		SP:Iteration 47Q (127779.490000 sec): 3 clusters
  Score: Raw -301206.324788 + Penalty 2647.115061 = -298559.209727
  nChanged 55
		SP:Iteration 48Q (127779.670000 sec): 3 clusters
  Score: Raw -301283.678446 + Penalty 2647.115061 = -298636.563386
  nChanged 63
		SP:Iteration 49Q (127779.840000 sec): 3 clusters
  Score: Raw -301362.002329 + Penalty 2647.115061 = -298714.887269
  nChanged 53
		SP:Iteration 50Q (127780.020000 sec): 3 clusters
  Score: Raw -301397.439704 + Penalty 2647.115061 = -298750.324643
  nChanged 29
		SP:Iteration 51Q (127780.190000 sec): 3 clusters
  Score: Raw -301416.925929 + Penalty 2647.115061 = -298769.810869
  nChanged 25
		SP:Iteration 52Q (127780.370000 sec): 3 clusters
  Score: Raw -301428.264749 + Penalty 2647.115061 = -298781.149689
  nChanged 10
		SP:Iteration 53Q (127780.540000 sec): 3 clusters
  Score: Raw -301432.760233 + Penalty 2647.115061 = -298785.645172
  nChanged 12
		SP:Iteration 54Q (127780.720000 sec): 3 clusters
  Score: Raw -301438.648686 + Penalty 2647.115061 = -298791.533626
  nChanged 9
		SP:Iteration 55Q (127780.890000 sec): 3 clusters
  Score: Raw -301441.411640 + Penalty 2647.115061 = -298794.296580
  nChanged 5
		SP:Iteration 56Q (127781.070000 sec): 3 clusters
  Score: Raw -301443.661176 + Penalty 2647.115061 = -298796.546115
  nChanged 4
		SP:Iteration 57Q (127781.250000 sec): 3 clusters
  Score: Raw -301445.159895 + Penalty 2647.115061 = -298798.044834
  nChanged 3
		SP:Iteration 58Q (127781.420000 sec): 3 clusters
  Score: Raw -301446.153392 + Penalty 2647.115061 = -298799.038332
  nChanged 2
		SP:Iteration 59Q (127781.600000 sec): 3 clusters
  Score: Raw -301446.730184 + Penalty 2647.115061 = -298799.615124
  nChanged 2
		SP:Iteration 60F (127781.770000 sec): 3 clusters
  Score: Raw -301447.154569 + Penalty 2647.115061 = -298800.039508
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (4277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127781.880000 sec): 2 clusters
  Score: Raw -367457.856567 + Penalty 1358.663655 = -366099.192912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127782.050000 sec): 3 clusters
  Score: Raw -365321.956055 + Penalty 2717.327310 = -362604.628744
  nChanged 1652
		SP:Iteration 1F (127782.230000 sec): 3 clusters
  Score: Raw -366310.368149 + Penalty 2717.327310 = -363593.040839
  nChanged 375
		SP:Iteration 2F (127782.410000 sec): 3 clusters
  Score: Raw -366613.951987 + Penalty 2717.327310 = -363896.624677
  nChanged 326
		SP:Iteration 3F (127782.580000 sec): 3 clusters
  Score: Raw -366874.771590 + Penalty 2717.327310 = -364157.444280
  nChanged 282
		SP:Iteration 4F (127782.750000 sec): 3 clusters
  Score: Raw -367103.259923 + Penalty 2717.327310 = -364385.932613
  nChanged 209
		SP:Iteration 5Q (127782.930000 sec): 3 clusters
  Score: Raw -367271.556855 + Penalty 2717.327310 = -364554.229545
  nChanged 183
		SP:Iteration 6Q (127783.110000 sec): 3 clusters
  Score: Raw -367422.916966 + Penalty 2717.327310 = -364705.589656
  nChanged 165
		SP:Iteration 7Q (127783.280000 sec): 3 clusters
  Score: Raw -367542.396986 + Penalty 2717.327310 = -364825.069675
  nChanged 137
		SP:Iteration 8Q (127783.450000 sec): 3 clusters
  Score: Raw -367625.649002 + Penalty 2717.327310 = -364908.321692
  nChanged 114
		SP:Iteration 9Q (127783.620000 sec): 3 clusters
  Score: Raw -367705.084507 + Penalty 2717.327310 = -364987.757197
  nChanged 119
		SP:Iteration 10Q (127783.780000 sec): 3 clusters
  Score: Raw -367781.208700 + Penalty 2717.327310 = -365063.881390
  nChanged 99
		SP:Iteration 11Q (127783.940000 sec): 3 clusters
  Score: Raw -367842.586701 + Penalty 2717.327310 = -365125.259391
  nChanged 75
		SP:Iteration 12Q (127784.110000 sec): 3 clusters
  Score: Raw -367895.165267 + Penalty 2717.327310 = -365177.837957
  nChanged 79
		SP:Iteration 13Q (127784.270000 sec): 3 clusters
  Score: Raw -367950.449469 + Penalty 2717.327310 = -365233.122158
  nChanged 74
		SP:Iteration 14Q (127784.430000 sec): 3 clusters
  Score: Raw -368002.543641 + Penalty 2717.327310 = -365285.216331
  nChanged 71
		SP:Iteration 15Q (127784.610000 sec): 3 clusters
  Score: Raw -368041.563611 + Penalty 2717.327310 = -365324.236301
  nChanged 64
		SP:Iteration 16Q (127784.810000 sec): 3 clusters
  Score: Raw -368080.410663 + Penalty 2717.327310 = -365363.083353
  nChanged 60
		SP:Iteration 17Q (127784.990000 sec): 3 clusters
  Score: Raw -368110.952118 + Penalty 2717.327310 = -365393.624808
  nChanged 49
		SP:Iteration 18Q (127785.170000 sec): 3 clusters
  Score: Raw -368138.393366 + Penalty 2717.327310 = -365421.066056
  nChanged 48
		SP:Iteration 19Q (127785.340000 sec): 3 clusters
  Score: Raw -368167.797634 + Penalty 2717.327310 = -365450.470324
  nChanged 47
		SP:Iteration 20F (127785.510000 sec): 3 clusters
  Score: Raw -368194.617818 + Penalty 2717.327310 = -365477.290508
  nChanged 49
		SP:Iteration 21Q (127785.690000 sec): 3 clusters
  Score: Raw -368220.838751 + Penalty 2717.327310 = -365503.511441
  nChanged 57
		SP:Iteration 22Q (127785.870000 sec): 3 clusters
  Score: Raw -368254.840937 + Penalty 2717.327310 = -365537.513627
  nChanged 51
		SP:Iteration 23Q (127786.020000 sec): 3 clusters
  Score: Raw -368289.835725 + Penalty 2717.327310 = -365572.508415
  nChanged 62
		SP:Iteration 24Q (127786.100000 sec): 3 clusters
  Score: Raw -368340.501478 + Penalty 2717.327310 = -365623.174168
  nChanged 65
		SP:Iteration 25Q (127786.180000 sec): 3 clusters
  Score: Raw -368393.402768 + Penalty 2717.327310 = -365676.075457
  nChanged 65
		SP:Iteration 26Q (127786.260000 sec): 3 clusters
  Score: Raw -368449.678380 + Penalty 2717.327310 = -365732.351070
  nChanged 60
		SP:Iteration 27Q (127786.340000 sec): 3 clusters
  Score: Raw -368513.282396 + Penalty 2717.327310 = -365795.955086
  nChanged 57
		SP:Iteration 28Q (127786.430000 sec): 3 clusters
  Score: Raw -368572.148905 + Penalty 2717.327310 = -365854.821595
  nChanged 55
		SP:Iteration 29Q (127786.510000 sec): 3 clusters
  Score: Raw -368612.983967 + Penalty 2717.327310 = -365895.656657
  nChanged 36
		SP:Iteration 30Q (127786.590000 sec): 3 clusters
  Score: Raw -368630.714993 + Penalty 2717.327310 = -365913.387683
  nChanged 24
		SP:Iteration 31Q (127786.670000 sec): 3 clusters
  Score: Raw -368641.768781 + Penalty 2717.327310 = -365924.441471
  nChanged 24
		SP:Iteration 32Q (127786.760000 sec): 3 clusters
  Score: Raw -368651.381078 + Penalty 2717.327310 = -365934.053767
  nChanged 20
		SP:Iteration 33Q (127786.880000 sec): 3 clusters
  Score: Raw -368662.092873 + Penalty 2717.327310 = -365944.765563
  nChanged 14
		SP:Iteration 34Q (127786.960000 sec): 3 clusters
  Score: Raw -368667.373100 + Penalty 2717.327310 = -365950.045789
  nChanged 10
		SP:Iteration 35Q (127787.040000 sec): 3 clusters
  Score: Raw -368669.907208 + Penalty 2717.327310 = -365952.579898
  nChanged 3
		SP:Iteration 36Q (127787.120000 sec): 3 clusters
  Score: Raw -368670.404686 + Penalty 2717.327310 = -365953.077375
  nChanged 1
		SP:Iteration 37Q (127787.210000 sec): 3 clusters
  Score: Raw -368670.839345 + Penalty 2717.327310 = -365953.512035
  nChanged 1
		SP:Iteration 38Q (127787.290000 sec): 3 clusters
  Score: Raw -368671.120278 + Penalty 2717.327310 = -365953.792968
  nChanged 0
		SP:Iteration 39F (127787.370000 sec): 3 clusters
  Score: Raw -368671.120278 + Penalty 2717.327310 = -365953.792968
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (2240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127787.460000 sec): 2 clusters
  Score: Raw -183790.640016 + Penalty 1253.562561 = -182537.077455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127787.640000 sec): 3 clusters
  Score: Raw -182778.873124 + Penalty 2507.125122 = -180271.748002
  nChanged 826
		SP:Iteration 1F (127787.810000 sec): 3 clusters
  Score: Raw -183352.521367 + Penalty 2507.125122 = -180845.396245
  nChanged 187
		SP:Iteration 2F (127787.990000 sec): 3 clusters
  Score: Raw -183503.059595 + Penalty 2507.125122 = -180995.934473
  nChanged 123
		SP:Iteration 3F (127788.160000 sec): 3 clusters
  Score: Raw -183603.736810 + Penalty 2507.125122 = -181096.611688
  nChanged 106
		SP:Iteration 4Q (127788.340000 sec): 3 clusters
  Score: Raw -183692.734626 + Penalty 2507.125122 = -181185.609504
  nChanged 96
		SP:Iteration 5Q (127788.520000 sec): 3 clusters
  Score: Raw -183758.788352 + Penalty 2507.125122 = -181251.663230
  nChanged 75
		SP:Iteration 6Q (127788.690000 sec): 3 clusters
  Score: Raw -183806.638005 + Penalty 2507.125122 = -181299.512883
  nChanged 66
		SP:Iteration 7Q (127788.870000 sec): 3 clusters
  Score: Raw -183858.494359 + Penalty 2507.125122 = -181351.369237
  nChanged 58
		SP:Iteration 8Q (127789.040000 sec): 3 clusters
  Score: Raw -183899.212585 + Penalty 2507.125122 = -181392.087463
  nChanged 34
		SP:Iteration 9Q (127789.220000 sec): 3 clusters
  Score: Raw -183921.500917 + Penalty 2507.125122 = -181414.375795
  nChanged 30
		SP:Iteration 10Q (127789.400000 sec): 3 clusters
  Score: Raw -183938.101380 + Penalty 2507.125122 = -181430.976258
  nChanged 22
		SP:Iteration 11Q (127789.570000 sec): 3 clusters
  Score: Raw -183952.959848 + Penalty 2507.125122 = -181445.834726
  nChanged 22
		SP:Iteration 12Q (127789.750000 sec): 3 clusters
  Score: Raw -183962.208594 + Penalty 2507.125122 = -181455.083472
  nChanged 12
		SP:Iteration 13Q (127789.920000 sec): 3 clusters
  Score: Raw -183966.833230 + Penalty 2507.125122 = -181459.708107
  nChanged 10
		SP:Iteration 14Q (127790.100000 sec): 3 clusters
  Score: Raw -183971.278114 + Penalty 2507.125122 = -181464.152992
  nChanged 8
		SP:Iteration 15Q (127790.280000 sec): 3 clusters
  Score: Raw -183974.551505 + Penalty 2507.125122 = -181467.426383
  nChanged 3
		SP:Iteration 16Q (127790.450000 sec): 3 clusters
  Score: Raw -183976.504254 + Penalty 2507.125122 = -181469.379132
  nChanged 3
		SP:Iteration 17Q (127790.630000 sec): 3 clusters
  Score: Raw -183977.332735 + Penalty 2507.125122 = -181470.207613
  nChanged 1
		SP:Iteration 18Q (127790.800000 sec): 3 clusters
  Score: Raw -183977.660285 + Penalty 2507.125122 = -181470.535163
  nChanged 0
		SP:Iteration 19F (127790.980000 sec): 3 clusters
  Score: Raw -183977.660285 + Penalty 2507.125122 = -181470.535163
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (2971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127791.100000 sec): 2 clusters
  Score: Raw -235467.043572 + Penalty 1299.456255 = -234167.587317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127791.230000 sec): 3 clusters
  Score: Raw -234048.135029 + Penalty 2598.912510 = -231449.222520
  nChanged 1160
		SP:Iteration 1F (127791.400000 sec): 3 clusters
  Score: Raw -234872.557922 + Penalty 2598.912510 = -232273.645413
  nChanged 296
		SP:Iteration 2F (127791.580000 sec): 3 clusters
  Score: Raw -235164.759773 + Penalty 2598.912510 = -232565.847263
  nChanged 213
		SP:Iteration 3F (127791.760000 sec): 3 clusters
  Score: Raw -235371.264633 + Penalty 2598.912510 = -232772.352124
  nChanged 182
		SP:Iteration 4F (127791.930000 sec): 3 clusters
  Score: Raw -235558.053307 + Penalty 2598.912510 = -232959.140798
  nChanged 147
		SP:Iteration 5Q (127792.110000 sec): 3 clusters
  Score: Raw -235679.457269 + Penalty 2598.912510 = -233080.544759
  nChanged 116
		SP:Iteration 6Q (127792.280000 sec): 3 clusters
  Score: Raw -235768.623565 + Penalty 2598.912510 = -233169.711056
  nChanged 80
		SP:Iteration 7Q (127792.460000 sec): 3 clusters
  Score: Raw -235826.162008 + Penalty 2598.912510 = -233227.249499
  nChanged 76
		SP:Iteration 8Q (127792.640000 sec): 3 clusters
  Score: Raw -235872.100147 + Penalty 2598.912510 = -233273.187638
  nChanged 50
		SP:Iteration 9Q (127792.820000 sec): 3 clusters
  Score: Raw -235909.095150 + Penalty 2598.912510 = -233310.182640
  nChanged 46
		SP:Iteration 10Q (127792.990000 sec): 3 clusters
  Score: Raw -235938.375473 + Penalty 2598.912510 = -233339.462963
  nChanged 41
		SP:Iteration 11Q (127793.170000 sec): 3 clusters
  Score: Raw -235967.568871 + Penalty 2598.912510 = -233368.656361
  nChanged 38
		SP:Iteration 12Q (127793.350000 sec): 3 clusters
  Score: Raw -235984.301023 + Penalty 2598.912510 = -233385.388514
  nChanged 21
		SP:Iteration 13Q (127793.520000 sec): 3 clusters
  Score: Raw -235991.547449 + Penalty 2598.912510 = -233392.634939
  nChanged 12
		SP:Iteration 14Q (127793.700000 sec): 3 clusters
  Score: Raw -235996.208368 + Penalty 2598.912510 = -233397.295858
  nChanged 6
		SP:Iteration 15Q (127793.870000 sec): 3 clusters
  Score: Raw -235998.205039 + Penalty 2598.912510 = -233399.292529
  nChanged 0
		SP:Iteration 16F (127794.050000 sec): 3 clusters
  Score: Raw -235998.205039 + Penalty 2598.912510 = -233399.292529
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (7856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127794.160000 sec): 2 clusters
  Score: Raw -680411.737440 + Penalty 1457.467838 = -678954.269602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127794.370000 sec): 3 clusters
  Score: Raw -676178.947526 + Penalty 2914.935676 = -673264.011850
  nChanged 3278
		SP:Iteration 1F (127794.570000 sec): 3 clusters
  Score: Raw -678142.227510 + Penalty 2914.935676 = -675227.291834
  nChanged 579
		SP:Iteration 2F (127794.770000 sec): 3 clusters
  Score: Raw -678555.357926 + Penalty 2914.935676 = -675640.422250
  nChanged 537
		SP:Iteration 3F (127794.970000 sec): 3 clusters
  Score: Raw -678932.415452 + Penalty 2914.935676 = -676017.479776
  nChanged 488
		SP:Iteration 4F (127795.170000 sec): 3 clusters
  Score: Raw -679275.142936 + Penalty 2914.935676 = -676360.207260
  nChanged 407
		SP:Iteration 5F (127795.360000 sec): 3 clusters
  Score: Raw -679586.621519 + Penalty 2914.935676 = -676671.685842
  nChanged 382
		SP:Iteration 6Q (127795.560000 sec): 3 clusters
  Score: Raw -679879.832374 + Penalty 2914.935676 = -676964.896698
  nChanged 335
		SP:Iteration 7Q (127795.760000 sec): 3 clusters
  Score: Raw -680110.473532 + Penalty 2914.935676 = -677195.537856
  nChanged 281
		SP:Iteration 8Q (127795.960000 sec): 3 clusters
  Score: Raw -680275.802892 + Penalty 2914.935676 = -677360.867215
  nChanged 252
		SP:Iteration 9Q (127796.150000 sec): 3 clusters
  Score: Raw -680384.719981 + Penalty 2914.935676 = -677469.784305
  nChanged 194
		SP:Iteration 10Q (127796.350000 sec): 3 clusters
  Score: Raw -680465.240994 + Penalty 2914.935676 = -677550.305317
  nChanged 157
		SP:Iteration 11Q (127796.540000 sec): 3 clusters
  Score: Raw -680523.587355 + Penalty 2914.935676 = -677608.651679
  nChanged 128
		SP:Iteration 12Q (127796.730000 sec): 3 clusters
  Score: Raw -680570.681189 + Penalty 2914.935676 = -677655.745512
  nChanged 97
		SP:Iteration 13Q (127796.930000 sec): 3 clusters
  Score: Raw -680598.314870 + Penalty 2914.935676 = -677683.379194
  nChanged 87
		SP:Iteration 14Q (127797.130000 sec): 3 clusters
  Score: Raw -680619.373275 + Penalty 2914.935676 = -677704.437599
  nChanged 60
		SP:Iteration 15Q (127797.320000 sec): 3 clusters
  Score: Raw -680632.401143 + Penalty 2914.935676 = -677717.465466
  nChanged 43
		SP:Iteration 16Q (127797.520000 sec): 3 clusters
  Score: Raw -680643.021322 + Penalty 2914.935676 = -677728.085646
  nChanged 44
		SP:Iteration 17Q (127797.720000 sec): 3 clusters
  Score: Raw -680651.255681 + Penalty 2914.935676 = -677736.320004
  nChanged 32
		SP:Iteration 18Q (127797.910000 sec): 3 clusters
  Score: Raw -680657.120397 + Penalty 2914.935676 = -677742.184721
  nChanged 26
		SP:Iteration 19Q (127798.110000 sec): 3 clusters
  Score: Raw -680662.090011 + Penalty 2914.935676 = -677747.154335
  nChanged 29
		SP:Iteration 20F (127798.310000 sec): 3 clusters
  Score: Raw -680666.695556 + Penalty 2914.935676 = -677751.759879
  nChanged 26
		SP:Iteration 21Q (127798.510000 sec): 3 clusters
  Score: Raw -680672.292094 + Penalty 2914.935676 = -677757.356418
  nChanged 31
		SP:Iteration 22Q (127798.710000 sec): 3 clusters
  Score: Raw -680678.166453 + Penalty 2914.935676 = -677763.230777
  nChanged 28
		SP:Iteration 23Q (127798.910000 sec): 3 clusters
  Score: Raw -680682.674150 + Penalty 2914.935676 = -677767.738474
  nChanged 14
		SP:Iteration 24Q (127799.110000 sec): 3 clusters
  Score: Raw -680685.358765 + Penalty 2914.935676 = -677770.423089
  nChanged 21
		SP:Iteration 25Q (127799.300000 sec): 3 clusters
  Score: Raw -680688.116508 + Penalty 2914.935676 = -677773.180831
  nChanged 11
		SP:Iteration 26Q (127799.500000 sec): 3 clusters
  Score: Raw -680689.595527 + Penalty 2914.935676 = -677774.659851
  nChanged 13
		SP:Iteration 27Q (127799.700000 sec): 3 clusters
  Score: Raw -680691.673524 + Penalty 2914.935676 = -677776.737848
  nChanged 14
		SP:Iteration 28Q (127799.890000 sec): 3 clusters
  Score: Raw -680693.782185 + Penalty 2914.935676 = -677778.846509
  nChanged 18
		SP:Iteration 29Q (127800.090000 sec): 3 clusters
  Score: Raw -680696.850874 + Penalty 2914.935676 = -677781.915198
  nChanged 17
		SP:Iteration 30Q (127800.290000 sec): 3 clusters
  Score: Raw -680699.283578 + Penalty 2914.935676 = -677784.347901
  nChanged 15
		SP:Iteration 31Q (127800.490000 sec): 3 clusters
  Score: Raw -680701.842255 + Penalty 2914.935676 = -677786.906578
  nChanged 24
		SP:Iteration 32Q (127800.690000 sec): 3 clusters
  Score: Raw -680705.308003 + Penalty 2914.935676 = -677790.372327
  nChanged 23
		SP:Iteration 33Q (127800.890000 sec): 3 clusters
  Score: Raw -680709.380720 + Penalty 2914.935676 = -677794.445043
  nChanged 20
		SP:Iteration 34Q (127801.130000 sec): 3 clusters
  Score: Raw -680712.974438 + Penalty 2914.935676 = -677798.038762
  nChanged 24
		SP:Iteration 35Q (127801.330000 sec): 3 clusters
  Score: Raw -680716.961202 + Penalty 2914.935676 = -677802.025526
  nChanged 15
		SP:Iteration 36Q (127801.520000 sec): 3 clusters
  Score: Raw -680719.316238 + Penalty 2914.935676 = -677804.380561
  nChanged 13
		SP:Iteration 37Q (127801.720000 sec): 3 clusters
  Score: Raw -680721.530633 + Penalty 2914.935676 = -677806.594957
  nChanged 11
		SP:Iteration 38Q (127801.920000 sec): 3 clusters
  Score: Raw -680723.800864 + Penalty 2914.935676 = -677808.865188
  nChanged 17
		SP:Iteration 39Q (127802.120000 sec): 3 clusters
  Score: Raw -680726.794973 + Penalty 2914.935676 = -677811.859297
  nChanged 18
		SP:Iteration 40F (127802.320000 sec): 3 clusters
  Score: Raw -680729.464516 + Penalty 2914.935676 = -677814.528839
  nChanged 17
		SP:Iteration 41Q (127802.510000 sec): 3 clusters
  Score: Raw -680732.974643 + Penalty 2914.935676 = -677818.038967
  nChanged 21
		SP:Iteration 42Q (127802.710000 sec): 3 clusters
  Score: Raw -680738.455365 + Penalty 2914.935676 = -677823.519689
  nChanged 23
		SP:Iteration 43Q (127802.910000 sec): 3 clusters
  Score: Raw -680742.860752 + Penalty 2914.935676 = -677827.925076
  nChanged 27
		SP:Iteration 44Q (127803.110000 sec): 3 clusters
  Score: Raw -680747.320477 + Penalty 2914.935676 = -677832.384800
  nChanged 17
		SP:Iteration 45Q (127803.310000 sec): 3 clusters
  Score: Raw -680752.166708 + Penalty 2914.935676 = -677837.231032
  nChanged 30
		SP:Iteration 46Q (127803.510000 sec): 3 clusters
  Score: Raw -680758.970336 + Penalty 2914.935676 = -677844.034660
  nChanged 29
		SP:Iteration 47Q (127803.710000 sec): 3 clusters
  Score: Raw -680764.603468 + Penalty 2914.935676 = -677849.667792
  nChanged 23
		SP:Iteration 48Q (127803.900000 sec): 3 clusters
  Score: Raw -680768.200699 + Penalty 2914.935676 = -677853.265023
  nChanged 22
		SP:Iteration 49Q (127804.100000 sec): 3 clusters
  Score: Raw -680773.371559 + Penalty 2914.935676 = -677858.435883
  nChanged 22
		SP:Iteration 50Q (127804.300000 sec): 3 clusters
  Score: Raw -680779.367159 + Penalty 2914.935676 = -677864.431483
  nChanged 23
		SP:Iteration 51Q (127804.500000 sec): 3 clusters
  Score: Raw -680783.953416 + Penalty 2914.935676 = -677869.017740
  nChanged 29
		SP:Iteration 52Q (127804.700000 sec): 3 clusters
  Score: Raw -680789.697726 + Penalty 2914.935676 = -677874.762050
  nChanged 29
		SP:Iteration 53Q (127804.940000 sec): 3 clusters
  Score: Raw -680796.023447 + Penalty 2914.935676 = -677881.087771
  nChanged 30
		SP:Iteration 54Q (127805.130000 sec): 3 clusters
  Score: Raw -680802.308257 + Penalty 2914.935676 = -677887.372581
  nChanged 25
		SP:Iteration 55Q (127805.330000 sec): 3 clusters
  Score: Raw -680807.967855 + Penalty 2914.935676 = -677893.032179
  nChanged 21
		SP:Iteration 56Q (127805.530000 sec): 3 clusters
  Score: Raw -680812.668684 + Penalty 2914.935676 = -677897.733008
  nChanged 24
		SP:Iteration 57Q (127805.730000 sec): 3 clusters
  Score: Raw -680817.049980 + Penalty 2914.935676 = -677902.114303
  nChanged 20
		SP:Iteration 58Q (127805.930000 sec): 3 clusters
  Score: Raw -680821.073786 + Penalty 2914.935676 = -677906.138110
  nChanged 21
		SP:Iteration 59Q (127806.130000 sec): 3 clusters
  Score: Raw -680824.344026 + Penalty 2914.935676 = -677909.408350
  nChanged 16
		SP:Iteration 60F (127806.330000 sec): 3 clusters
  Score: Raw -680826.297112 + Penalty 2914.935676 = -677911.361436
  nChanged 12
		SP:Iteration 61Q (127806.520000 sec): 3 clusters
  Score: Raw -680827.746458 + Penalty 2914.935676 = -677912.810782
  nChanged 6
		SP:Iteration 62Q (127806.720000 sec): 3 clusters
  Score: Raw -680828.398090 + Penalty 2914.935676 = -677913.462414
  nChanged 0
		SP:Iteration 63F (127806.920000 sec): 3 clusters
  Score: Raw -680828.398090 + Penalty 2914.935676 = -677913.462414
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127807.030000 sec): 2 clusters
  Score: Raw -372892.947561 + Penalty 1365.216662 = -371527.730899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127807.210000 sec): 3 clusters
  Score: Raw -370705.397369 + Penalty 2730.433324 = -367974.964045
  nChanged 1780
		SP:Iteration 1F (127807.390000 sec): 3 clusters
  Score: Raw -371980.739857 + Penalty 2730.433324 = -369250.306533
  nChanged 473
		SP:Iteration 2F (127807.560000 sec): 3 clusters
  Score: Raw -372502.723771 + Penalty 2730.433324 = -369772.290447
  nChanged 386
		SP:Iteration 3F (127807.740000 sec): 3 clusters
  Score: Raw -372935.463760 + Penalty 2730.433324 = -370205.030435
  nChanged 305
		SP:Iteration 4F (127807.910000 sec): 3 clusters
  Score: Raw -373263.760504 + Penalty 2730.433324 = -370533.327180
  nChanged 241
		SP:Iteration 5F (127808.090000 sec): 3 clusters
  Score: Raw -373441.186812 + Penalty 2730.433324 = -370710.753487
  nChanged 179
		SP:Iteration 6Q (127808.270000 sec): 3 clusters
  Score: Raw -373583.535158 + Penalty 2730.433324 = -370853.101834
  nChanged 135
		SP:Iteration 7Q (127808.440000 sec): 3 clusters
  Score: Raw -373682.735672 + Penalty 2730.433324 = -370952.302347
  nChanged 121
		SP:Iteration 8Q (127808.620000 sec): 3 clusters
  Score: Raw -373747.915762 + Penalty 2730.433324 = -371017.482438
  nChanged 95
		SP:Iteration 9Q (127808.790000 sec): 3 clusters
  Score: Raw -373795.929715 + Penalty 2730.433324 = -371065.496390
  nChanged 85
		SP:Iteration 10Q (127808.970000 sec): 3 clusters
  Score: Raw -373841.300109 + Penalty 2730.433324 = -371110.866785
  nChanged 71
		SP:Iteration 11Q (127809.150000 sec): 3 clusters
  Score: Raw -373878.272389 + Penalty 2730.433324 = -371147.839064
  nChanged 56
		SP:Iteration 12Q (127809.320000 sec): 3 clusters
  Score: Raw -373916.065807 + Penalty 2730.433324 = -371185.632483
  nChanged 43
		SP:Iteration 13Q (127809.500000 sec): 3 clusters
  Score: Raw -373954.543833 + Penalty 2730.433324 = -371224.110509
  nChanged 43
		SP:Iteration 14Q (127809.670000 sec): 3 clusters
  Score: Raw -373981.276535 + Penalty 2730.433324 = -371250.843211
  nChanged 29
		SP:Iteration 15Q (127809.850000 sec): 3 clusters
  Score: Raw -373991.251931 + Penalty 2730.433324 = -371260.818606
  nChanged 20
		SP:Iteration 16Q (127810.030000 sec): 3 clusters
  Score: Raw -373996.837472 + Penalty 2730.433324 = -371266.404148
  nChanged 15
		SP:Iteration 17Q (127810.200000 sec): 3 clusters
  Score: Raw -373999.298395 + Penalty 2730.433324 = -371268.865071
  nChanged 9
		SP:Iteration 18Q (127810.380000 sec): 3 clusters
  Score: Raw -374000.826544 + Penalty 2730.433324 = -371270.393219
  nChanged 9
		SP:Iteration 19Q (127810.550000 sec): 3 clusters
  Score: Raw -374003.306298 + Penalty 2730.433324 = -371272.872974
  nChanged 10
		SP:Iteration 20F (127810.730000 sec): 3 clusters
  Score: Raw -374005.185047 + Penalty 2730.433324 = -371274.751723
  nChanged 12
		SP:Iteration 21Q (127810.910000 sec): 3 clusters
  Score: Raw -374007.281442 + Penalty 2730.433324 = -371276.848118
  nChanged 9
		SP:Iteration 22Q (127811.080000 sec): 3 clusters
  Score: Raw -374010.289320 + Penalty 2730.433324 = -371279.855996
  nChanged 10
		SP:Iteration 23Q (127811.260000 sec): 3 clusters
  Score: Raw -374014.256125 + Penalty 2730.433324 = -371283.822800
  nChanged 7
		SP:Iteration 24Q (127811.430000 sec): 3 clusters
  Score: Raw -374017.143273 + Penalty 2730.433324 = -371286.709948
  nChanged 11
		SP:Iteration 25Q (127811.610000 sec): 3 clusters
  Score: Raw -374020.111794 + Penalty 2730.433324 = -371289.678470
  nChanged 10
		SP:Iteration 26Q (127811.780000 sec): 3 clusters
  Score: Raw -374022.913338 + Penalty 2730.433324 = -371292.480013
  nChanged 10
		SP:Iteration 27Q (127811.960000 sec): 3 clusters
  Score: Raw -374028.410120 + Penalty 2730.433324 = -371297.976795
  nChanged 9
		SP:Iteration 28Q (127812.130000 sec): 3 clusters
  Score: Raw -374030.497679 + Penalty 2730.433324 = -371300.064355
  nChanged 10
		SP:Iteration 29Q (127812.310000 sec): 3 clusters
  Score: Raw -374032.716496 + Penalty 2730.433324 = -371302.283172
  nChanged 6
		SP:Iteration 30Q (127812.490000 sec): 3 clusters
  Score: Raw -374033.864822 + Penalty 2730.433324 = -371303.431498
  nChanged 5
		SP:Iteration 31Q (127812.610000 sec): 3 clusters
  Score: Raw -374034.593361 + Penalty 2730.433324 = -371304.160037
  nChanged 1
		SP:Iteration 32Q (127812.700000 sec): 3 clusters
  Score: Raw -374034.979748 + Penalty 2730.433324 = -371304.546423
  nChanged 0
		SP:Iteration 33F (127812.780000 sec): 3 clusters
  Score: Raw -374034.979748 + Penalty 2730.433324 = -371304.546423
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127812.850000 sec): 2 clusters
  Score: Raw -233552.692585 + Penalty 1272.637807 = -232280.054778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127812.900000 sec): 3 clusters
  Score: Raw -232387.371001 + Penalty 2545.275615 = -229842.095387
  nChanged 928
		SP:Iteration 1F (127812.950000 sec): 3 clusters
  Score: Raw -233012.712583 + Penalty 2545.275615 = -230467.436968
  nChanged 232
		SP:Iteration 2F (127813.000000 sec): 3 clusters
  Score: Raw -233211.182895 + Penalty 2545.275615 = -230665.907281
  nChanged 177
		SP:Iteration 3F (127813.050000 sec): 3 clusters
  Score: Raw -233359.182015 + Penalty 2545.275615 = -230813.906400
  nChanged 141
		SP:Iteration 4F (127813.100000 sec): 3 clusters
  Score: Raw -233478.535074 + Penalty 2545.275615 = -230933.259459
  nChanged 129
		SP:Iteration 5F (127813.150000 sec): 3 clusters
  Score: Raw -233585.147602 + Penalty 2545.275615 = -231039.871987
  nChanged 106
		SP:Iteration 6Q (127813.200000 sec): 3 clusters
  Score: Raw -233676.486387 + Penalty 2545.275615 = -231131.210772
  nChanged 95
		SP:Iteration 7Q (127813.250000 sec): 3 clusters
  Score: Raw -233741.660979 + Penalty 2545.275615 = -231196.385364
  nChanged 65
		SP:Iteration 8Q (127813.300000 sec): 3 clusters
  Score: Raw -233776.285843 + Penalty 2545.275615 = -231231.010229
  nChanged 36
		SP:Iteration 9Q (127813.350000 sec): 3 clusters
  Score: Raw -233798.042141 + Penalty 2545.275615 = -231252.766526
  nChanged 29
		SP:Iteration 10Q (127813.400000 sec): 3 clusters
  Score: Raw -233814.840167 + Penalty 2545.275615 = -231269.564552
  nChanged 27
		SP:Iteration 11Q (127813.450000 sec): 3 clusters
  Score: Raw -233828.225297 + Penalty 2545.275615 = -231282.949683
  nChanged 20
		SP:Iteration 12Q (127813.510000 sec): 3 clusters
  Score: Raw -233836.106275 + Penalty 2545.275615 = -231290.830660
  nChanged 10
		SP:Iteration 13Q (127813.550000 sec): 3 clusters
  Score: Raw -233839.697899 + Penalty 2545.275615 = -231294.422284
  nChanged 4
		SP:Iteration 14Q (127813.610000 sec): 3 clusters
  Score: Raw -233841.248985 + Penalty 2545.275615 = -231295.973370
  nChanged 4
		SP:Iteration 15Q (127813.650000 sec): 3 clusters
  Score: Raw -233842.768187 + Penalty 2545.275615 = -231297.492572
  nChanged 4
		SP:Iteration 16Q (127813.710000 sec): 3 clusters
  Score: Raw -233843.721866 + Penalty 2545.275615 = -231298.446251
  nChanged 2
		SP:Iteration 17Q (127813.760000 sec): 3 clusters
  Score: Raw -233844.394615 + Penalty 2545.275615 = -231299.119000
  nChanged 2
		SP:Iteration 18Q (127813.810000 sec): 3 clusters
  Score: Raw -233845.575630 + Penalty 2545.275615 = -231300.300015
  nChanged 0
		SP:Iteration 19F (127813.860000 sec): 3 clusters
  Score: Raw -233845.575630 + Penalty 2545.275615 = -231300.300015
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (8233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127813.960000 sec): 2 clusters
  Score: Raw -800320.231960 + Penalty 1465.084684 = -798855.147276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127814.170000 sec): 3 clusters
  Score: Raw -795747.500096 + Penalty 2930.169368 = -792817.330728
  nChanged 3495
		SP:Iteration 1F (127814.360000 sec): 3 clusters
  Score: Raw -797855.907996 + Penalty 2930.169368 = -794925.738628
  nChanged 617
		SP:Iteration 2F (127814.560000 sec): 3 clusters
  Score: Raw -798276.513164 + Penalty 2930.169368 = -795346.343796
  nChanged 565
		SP:Iteration 3F (127814.760000 sec): 3 clusters
  Score: Raw -798645.682723 + Penalty 2930.169368 = -795715.513355
  nChanged 502
		SP:Iteration 4F (127814.950000 sec): 3 clusters
  Score: Raw -799033.929373 + Penalty 2930.169368 = -796103.760005
  nChanged 502
		SP:Iteration 5F (127815.150000 sec): 3 clusters
  Score: Raw -799424.315088 + Penalty 2930.169368 = -796494.145720
  nChanged 438
		SP:Iteration 6F (127815.350000 sec): 3 clusters
  Score: Raw -799780.346984 + Penalty 2930.169368 = -796850.177616
  nChanged 384
		SP:Iteration 7Q (127815.550000 sec): 3 clusters
  Score: Raw -800108.689401 + Penalty 2930.169368 = -797178.520033
  nChanged 372
		SP:Iteration 8Q (127815.780000 sec): 3 clusters
  Score: Raw -800452.658925 + Penalty 2930.169368 = -797522.489557
  nChanged 301
		SP:Iteration 9Q (127815.980000 sec): 3 clusters
  Score: Raw -800736.141925 + Penalty 2930.169368 = -797805.972557
  nChanged 277
		SP:Iteration 10Q (127816.170000 sec): 3 clusters
  Score: Raw -801038.295501 + Penalty 2930.169368 = -798108.126133
  nChanged 239
		SP:Iteration 11Q (127816.370000 sec): 3 clusters
  Score: Raw -801305.018801 + Penalty 2930.169368 = -798374.849434
  nChanged 195
		SP:Iteration 12Q (127816.560000 sec): 3 clusters
  Score: Raw -801543.319277 + Penalty 2930.169368 = -798613.149909
  nChanged 154
		SP:Iteration 13Q (127816.760000 sec): 3 clusters
  Score: Raw -801719.376475 + Penalty 2930.169368 = -798789.207107
  nChanged 96
		SP:Iteration 14Q (127816.950000 sec): 3 clusters
  Score: Raw -801812.387191 + Penalty 2930.169368 = -798882.217824
  nChanged 51
		SP:Iteration 15Q (127817.150000 sec): 3 clusters
  Score: Raw -801838.463459 + Penalty 2930.169368 = -798908.294091
  nChanged 22
		SP:Iteration 16Q (127817.350000 sec): 3 clusters
  Score: Raw -801846.990503 + Penalty 2930.169368 = -798916.821135
  nChanged 14
		SP:Iteration 17Q (127817.540000 sec): 3 clusters
  Score: Raw -801850.473162 + Penalty 2930.169368 = -798920.303794
  nChanged 6
		SP:Iteration 18Q (127817.730000 sec): 3 clusters
  Score: Raw -801851.587022 + Penalty 2930.169368 = -798921.417654
  nChanged 3
		SP:Iteration 19Q (127817.930000 sec): 3 clusters
  Score: Raw -801852.027778 + Penalty 2930.169368 = -798921.858410
  nChanged 0
		SP:Iteration 20F (127818.130000 sec): 3 clusters
  Score: Raw -801852.027778 + Penalty 2930.169368 = -798921.858410
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 116.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127818.220000 sec): 2 clusters
  Score: Raw -59390.492537 + Penalty 1114.346035 = -58276.146502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127818.400000 sec): 3 clusters
  Score: Raw -59134.722440 + Penalty 2228.692070 = -56906.030370
  nChanged 302
		SP:Iteration 1F (127818.570000 sec): 3 clusters
  Score: Raw -59523.549471 + Penalty 2228.692070 = -57294.857401
  nChanged 98
		SP:Iteration 2F (127818.750000 sec): 3 clusters
  Score: Raw -59701.892408 + Penalty 2228.692070 = -57473.200338
  nChanged 65
		SP:Iteration 3F (127818.910000 sec): 3 clusters
  Score: Raw -59839.267038 + Penalty 2228.692070 = -57610.574967
  nChanged 52
		SP:Iteration 4F (127819.100000 sec): 3 clusters
  Score: Raw -59930.967753 + Penalty 2228.692070 = -57702.275682
  nChanged 17
		SP:Iteration 5Q (127819.280000 sec): 3 clusters
  Score: Raw -59950.810234 + Penalty 2228.692070 = -57722.118164
  nChanged 14
		SP:Iteration 6Q (127819.450000 sec): 3 clusters
  Score: Raw -59976.887939 + Penalty 2228.692070 = -57748.195868
  nChanged 14
		SP:Iteration 7Q (127819.640000 sec): 3 clusters
  Score: Raw -60000.736586 + Penalty 2228.692070 = -57772.044516
  nChanged 15
		SP:Iteration 8Q (127819.800000 sec): 3 clusters
  Score: Raw -60019.348041 + Penalty 2228.692070 = -57790.655970
  nChanged 8
		SP:Iteration 9Q (127819.980000 sec): 3 clusters
  Score: Raw -60027.337144 + Penalty 2228.692070 = -57798.645073
  nChanged 4
		SP:Iteration 10Q (127820.160000 sec): 3 clusters
  Score: Raw -60036.611194 + Penalty 2228.692070 = -57807.919123
  nChanged 7
		SP:Iteration 11Q (127820.330000 sec): 3 clusters
  Score: Raw -60043.752503 + Penalty 2228.692070 = -57815.060433
  nChanged 2
		SP:Iteration 12Q (127820.510000 sec): 3 clusters
  Score: Raw -60045.121425 + Penalty 2228.692070 = -57816.429354
  nChanged 0
		SP:Iteration 13F (127820.680000 sec): 3 clusters
  Score: Raw -60045.121425 + Penalty 2228.692070 = -57816.429354
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (4900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127820.800000 sec): 2 clusters
  Score: Raw -350571.298267 + Penalty 1380.760954 = -349190.537314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127820.980000 sec): 3 clusters
  Score: Raw -348028.554360 + Penalty 2761.521907 = -345267.032453
  nChanged 1956
		SP:Iteration 1F (127821.150000 sec): 3 clusters
  Score: Raw -349205.178175 + Penalty 2761.521907 = -346443.656267
  nChanged 459
		SP:Iteration 2F (127821.330000 sec): 3 clusters
  Score: Raw -349591.483886 + Penalty 2761.521907 = -346829.961979
  nChanged 402
		SP:Iteration 3F (127821.500000 sec): 3 clusters
  Score: Raw -349957.088788 + Penalty 2761.521907 = -347195.566880
  nChanged 363
		SP:Iteration 4F (127821.680000 sec): 3 clusters
  Score: Raw -350325.430197 + Penalty 2761.521907 = -347563.908290
  nChanged 295
		SP:Iteration 5F (127821.860000 sec): 3 clusters
  Score: Raw -350588.523129 + Penalty 2761.521907 = -347827.001222
  nChanged 261
		SP:Iteration 6F (127822.030000 sec): 3 clusters
  Score: Raw -350782.953830 + Penalty 2761.521907 = -348021.431923
  nChanged 201
		SP:Iteration 7Q (127822.210000 sec): 3 clusters
  Score: Raw -350907.541326 + Penalty 2761.521907 = -348146.019419
  nChanged 144
		SP:Iteration 8Q (127822.380000 sec): 3 clusters
  Score: Raw -350993.507068 + Penalty 2761.521907 = -348231.985161
  nChanged 119
		SP:Iteration 9Q (127822.560000 sec): 3 clusters
  Score: Raw -351064.817930 + Penalty 2761.521907 = -348303.296023
  nChanged 101
		SP:Iteration 10Q (127822.740000 sec): 3 clusters
  Score: Raw -351113.709265 + Penalty 2761.521907 = -348352.187358
  nChanged 84
		SP:Iteration 11Q (127822.910000 sec): 3 clusters
  Score: Raw -351151.587245 + Penalty 2761.521907 = -348390.065338
  nChanged 68
		SP:Iteration 12Q (127823.140000 sec): 3 clusters
  Score: Raw -351176.771102 + Penalty 2761.521907 = -348415.249194
  nChanged 46
		SP:Iteration 13Q (127823.280000 sec): 3 clusters
  Score: Raw -351198.265165 + Penalty 2761.521907 = -348436.743257
  nChanged 62
		SP:Iteration 14Q (127823.500000 sec): 3 clusters
  Score: Raw -351230.031676 + Penalty 2761.521907 = -348468.509769
  nChanged 63
		SP:Iteration 15Q (127823.680000 sec): 3 clusters
  Score: Raw -351261.338045 + Penalty 2761.521907 = -348499.816138
  nChanged 60
		SP:Iteration 16Q (127823.820000 sec): 3 clusters
  Score: Raw -351292.145159 + Penalty 2761.521907 = -348530.623251
  nChanged 46
		SP:Iteration 17Q (127823.990000 sec): 3 clusters
  Score: Raw -351310.235531 + Penalty 2761.521907 = -348548.713623
  nChanged 33
		SP:Iteration 18Q (127824.170000 sec): 3 clusters
  Score: Raw -351323.352505 + Penalty 2761.521907 = -348561.830598
  nChanged 36
		SP:Iteration 19Q (127824.340000 sec): 3 clusters
  Score: Raw -351336.750387 + Penalty 2761.521907 = -348575.228480
  nChanged 26
		SP:Iteration 20F (127824.520000 sec): 3 clusters
  Score: Raw -351348.784413 + Penalty 2761.521907 = -348587.262505
  nChanged 28
		SP:Iteration 21Q (127824.700000 sec): 3 clusters
  Score: Raw -351358.243208 + Penalty 2761.521907 = -348596.721301
  nChanged 25
		SP:Iteration 22Q (127824.870000 sec): 3 clusters
  Score: Raw -351366.975613 + Penalty 2761.521907 = -348605.453706
  nChanged 21
		SP:Iteration 23Q (127825.050000 sec): 3 clusters
  Score: Raw -351375.533500 + Penalty 2761.521907 = -348614.011593
  nChanged 28
		SP:Iteration 24Q (127825.220000 sec): 3 clusters
  Score: Raw -351388.349570 + Penalty 2761.521907 = -348626.827663
  nChanged 25
		SP:Iteration 25Q (127825.400000 sec): 3 clusters
  Score: Raw -351402.571817 + Penalty 2761.521907 = -348641.049909
  nChanged 24
		SP:Iteration 26Q (127825.580000 sec): 3 clusters
  Score: Raw -351413.077417 + Penalty 2761.521907 = -348651.555509
  nChanged 21
		SP:Iteration 27Q (127825.750000 sec): 3 clusters
  Score: Raw -351419.013651 + Penalty 2761.521907 = -348657.491744
  nChanged 19
		SP:Iteration 28Q (127825.930000 sec): 3 clusters
  Score: Raw -351424.886708 + Penalty 2761.521907 = -348663.364801
  nChanged 13
		SP:Iteration 29Q (127826.100000 sec): 3 clusters
  Score: Raw -351429.230434 + Penalty 2761.521907 = -348667.708527
  nChanged 9
		SP:Iteration 30Q (127826.280000 sec): 3 clusters
  Score: Raw -351431.649992 + Penalty 2761.521907 = -348670.128085
  nChanged 5
		SP:Iteration 31Q (127826.460000 sec): 3 clusters
  Score: Raw -351432.315525 + Penalty 2761.521907 = -348670.793617
  nChanged 3
		SP:Iteration 32Q (127826.630000 sec): 3 clusters
  Score: Raw -351432.960908 + Penalty 2761.521907 = -348671.439001
  nChanged 3
		SP:Iteration 33Q (127826.810000 sec): 3 clusters
  Score: Raw -351433.615699 + Penalty 2761.521907 = -348672.093791
  nChanged 2
		SP:Iteration 34Q (127826.980000 sec): 3 clusters
  Score: Raw -351434.496986 + Penalty 2761.521907 = -348672.975079
  nChanged 5
		SP:Iteration 35Q (127827.160000 sec): 3 clusters
  Score: Raw -351435.922271 + Penalty 2761.521907 = -348674.400364
  nChanged 5
		SP:Iteration 36Q (127827.340000 sec): 3 clusters
  Score: Raw -351436.771974 + Penalty 2761.521907 = -348675.250067
  nChanged 0
		SP:Iteration 37F (127827.510000 sec): 3 clusters
  Score: Raw -351436.771974 + Penalty 2761.521907 = -348675.250067
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (2985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127827.580000 sec): 2 clusters
  Score: Raw -253034.855988 + Penalty 1300.220192 = -251734.635797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127827.750000 sec): 3 clusters
  Score: Raw -251647.981155 + Penalty 2600.440383 = -249047.540772
  nChanged 1118
		SP:Iteration 1F (127827.930000 sec): 3 clusters
  Score: Raw -252399.084597 + Penalty 2600.440383 = -249798.644214
  nChanged 250
		SP:Iteration 2F (127828.100000 sec): 3 clusters
  Score: Raw -252611.583152 + Penalty 2600.440383 = -250011.142768
  nChanged 188
		SP:Iteration 3F (127828.280000 sec): 3 clusters
  Score: Raw -252781.884461 + Penalty 2600.440383 = -250181.444077
  nChanged 168
		SP:Iteration 4F (127828.450000 sec): 3 clusters
  Score: Raw -252952.132975 + Penalty 2600.440383 = -250351.692592
  nChanged 155
		SP:Iteration 5F (127828.630000 sec): 3 clusters
  Score: Raw -253129.187437 + Penalty 2600.440383 = -250528.747053
  nChanged 158
		SP:Iteration 6F (127828.800000 sec): 3 clusters
  Score: Raw -253280.049897 + Penalty 2600.440383 = -250679.609514
  nChanged 141
		SP:Iteration 7Q (127828.980000 sec): 3 clusters
  Score: Raw -253405.204715 + Penalty 2600.440383 = -250804.764332
  nChanged 124
		SP:Iteration 8Q (127829.160000 sec): 3 clusters
  Score: Raw -253508.482222 + Penalty 2600.440383 = -250908.041839
  nChanged 85
		SP:Iteration 9Q (127829.330000 sec): 3 clusters
  Score: Raw -253583.517716 + Penalty 2600.440383 = -250983.077332
  nChanged 68
		SP:Iteration 10Q (127829.510000 sec): 3 clusters
  Score: Raw -253632.919555 + Penalty 2600.440383 = -251032.479171
  nChanged 70
		SP:Iteration 11Q (127829.680000 sec): 3 clusters
  Score: Raw -253679.494946 + Penalty 2600.440383 = -251079.054563
  nChanged 56
		SP:Iteration 12Q (127829.860000 sec): 3 clusters
  Score: Raw -253720.874629 + Penalty 2600.440383 = -251120.434245
  nChanged 55
		SP:Iteration 13Q (127830.010000 sec): 3 clusters
  Score: Raw -253753.890610 + Penalty 2600.440383 = -251153.450226
  nChanged 33
		SP:Iteration 14Q (127830.080000 sec): 3 clusters
  Score: Raw -253770.920566 + Penalty 2600.440383 = -251170.480182
  nChanged 33
		SP:Iteration 15Q (127830.150000 sec): 3 clusters
  Score: Raw -253786.391369 + Penalty 2600.440383 = -251185.950986
  nChanged 21
		SP:Iteration 16Q (127830.210000 sec): 3 clusters
  Score: Raw -253796.337352 + Penalty 2600.440383 = -251195.896969
  nChanged 18
		SP:Iteration 17Q (127830.260000 sec): 3 clusters
  Score: Raw -253804.567827 + Penalty 2600.440383 = -251204.127444
  nChanged 12
		SP:Iteration 18Q (127830.320000 sec): 3 clusters
  Score: Raw -253808.766932 + Penalty 2600.440383 = -251208.326548
  nChanged 10
		SP:Iteration 19Q (127830.370000 sec): 3 clusters
  Score: Raw -253814.533309 + Penalty 2600.440383 = -251214.092926
  nChanged 12
		SP:Iteration 20F (127830.430000 sec): 3 clusters
  Score: Raw -253818.658439 + Penalty 2600.440383 = -251218.218056
  nChanged 6
		SP:Iteration 21Q (127830.480000 sec): 3 clusters
  Score: Raw -253821.651251 + Penalty 2600.440383 = -251221.210868
  nChanged 8
		SP:Iteration 22Q (127830.530000 sec): 3 clusters
  Score: Raw -253823.908124 + Penalty 2600.440383 = -251223.467741
  nChanged 3
		SP:Iteration 23Q (127830.590000 sec): 3 clusters
  Score: Raw -253824.285527 + Penalty 2600.440383 = -251223.845144
  nChanged 1
		SP:Iteration 24Q (127830.640000 sec): 3 clusters
  Score: Raw -253824.642911 + Penalty 2600.440383 = -251224.202528
  nChanged 1
		SP:Iteration 25Q (127830.700000 sec): 3 clusters
  Score: Raw -253824.737727 + Penalty 2600.440383 = -251224.297343
  nChanged 1
		SP:Iteration 26Q (127830.750000 sec): 3 clusters
  Score: Raw -253824.982797 + Penalty 2600.440383 = -251224.542414
  nChanged 2
		SP:Iteration 27Q (127830.800000 sec): 3 clusters
  Score: Raw -253825.152024 + Penalty 2600.440383 = -251224.711640
  nChanged 0
		SP:Iteration 28F (127830.860000 sec): 3 clusters
  Score: Raw -253825.152024 + Penalty 2600.440383 = -251224.711640
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127831.130000 sec): 2 clusters
  Score: Raw -2596204.628340 + Penalty 1664.306557 = -2594540.321783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127831.540000 sec): 3 clusters
  Score: Raw -2578920.625304 + Penalty 3328.613114 = -2575592.012190
  nChanged 12848
		SP:Iteration 1F (127832.010000 sec): 3 clusters
  Score: Raw -2586418.439608 + Penalty 3328.613114 = -2583089.826495
  nChanged 1616
		SP:Iteration 2F (127832.440000 sec): 3 clusters
  Score: Raw -2587217.205310 + Penalty 3328.613114 = -2583888.592197
  nChanged 1689
		SP:Iteration 3F (127832.780000 sec): 3 clusters
  Score: Raw -2588113.614704 + Penalty 3328.613114 = -2584785.001591
  nChanged 1656
		SP:Iteration 4F (127833.250000 sec): 3 clusters
  Score: Raw -2588964.332360 + Penalty 3328.613114 = -2585635.719247
  nChanged 1541
		SP:Iteration 5F (127833.600000 sec): 3 clusters
  Score: Raw -2589790.504806 + Penalty 3328.613114 = -2586461.891693
  nChanged 1493
		SP:Iteration 6F (127833.980000 sec): 3 clusters
  Score: Raw -2590612.656124 + Penalty 3328.613114 = -2587284.043010
  nChanged 1475
		SP:Iteration 7F (127834.450000 sec): 3 clusters
  Score: Raw -2591436.778802 + Penalty 3328.613114 = -2588108.165688
  nChanged 1368
		SP:Iteration 8Q (127834.850000 sec): 3 clusters
  Score: Raw -2592193.717533 + Penalty 3328.613114 = -2588865.104420
  nChanged 1330
		SP:Iteration 9Q (127835.240000 sec): 3 clusters
  Score: Raw -2592948.842470 + Penalty 3328.613114 = -2589620.229357
  nChanged 1266
		SP:Iteration 10Q (127835.660000 sec): 3 clusters
  Score: Raw -2593724.737709 + Penalty 3328.613114 = -2590396.124596
  nChanged 1159
		SP:Iteration 11Q (127836.050000 sec): 3 clusters
  Score: Raw -2594487.693237 + Penalty 3328.613114 = -2591159.080124
  nChanged 990
		SP:Iteration 12Q (127836.480000 sec): 3 clusters
  Score: Raw -2595113.221211 + Penalty 3328.613114 = -2591784.608097
  nChanged 770
		SP:Iteration 13Q (127836.880000 sec): 3 clusters
  Score: Raw -2595611.138736 + Penalty 3328.613114 = -2592282.525622
  nChanged 619
		SP:Iteration 14Q (127837.260000 sec): 3 clusters
  Score: Raw -2596011.268468 + Penalty 3328.613114 = -2592682.655354
  nChanged 477
		SP:Iteration 15Q (127837.610000 sec): 3 clusters
  Score: Raw -2596313.989005 + Penalty 3328.613114 = -2592985.375892
  nChanged 374
		SP:Iteration 16Q (127837.960000 sec): 3 clusters
  Score: Raw -2596508.155346 + Penalty 3328.613114 = -2593179.542233
  nChanged 287
		SP:Iteration 17Q (127838.340000 sec): 3 clusters
  Score: Raw -2596636.347334 + Penalty 3328.613114 = -2593307.734220
  nChanged 192
		SP:Iteration 18Q (127838.700000 sec): 3 clusters
  Score: Raw -2596705.017354 + Penalty 3328.613114 = -2593376.404241
  nChanged 127
		SP:Iteration 19Q (127839.110000 sec): 3 clusters
  Score: Raw -2596737.872377 + Penalty 3328.613114 = -2593409.259264
  nChanged 97
		SP:Iteration 20F (127839.580000 sec): 3 clusters
  Score: Raw -2596759.654245 + Penalty 3328.613114 = -2593431.041131
  nChanged 64
		SP:Iteration 21Q (127839.960000 sec): 3 clusters
  Score: Raw -2596773.391650 + Penalty 3328.613114 = -2593444.778537
  nChanged 57
		SP:Iteration 22Q (127840.300000 sec): 3 clusters
  Score: Raw -2596786.226968 + Penalty 3328.613114 = -2593457.613854
  nChanged 50
		SP:Iteration 23Q (127840.670000 sec): 3 clusters
  Score: Raw -2596797.297003 + Penalty 3328.613114 = -2593468.683890
  nChanged 50
		SP:Iteration 24Q (127841.010000 sec): 3 clusters
  Score: Raw -2596808.150857 + Penalty 3328.613114 = -2593479.537744
  nChanged 43
		SP:Iteration 25Q (127841.390000 sec): 3 clusters
  Score: Raw -2596817.602190 + Penalty 3328.613114 = -2593488.989077
  nChanged 40
		SP:Iteration 26Q (127841.640000 sec): 3 clusters
  Score: Raw -2596826.897603 + Penalty 3328.613114 = -2593498.284489
  nChanged 43
		SP:Iteration 27Q (127842.040000 sec): 3 clusters
  Score: Raw -2596836.558181 + Penalty 3328.613114 = -2593507.945067
  nChanged 39
		SP:Iteration 28Q (127842.360000 sec): 3 clusters
  Score: Raw -2596844.792106 + Penalty 3328.613114 = -2593516.178992
  nChanged 45
		SP:Iteration 29Q (127842.700000 sec): 3 clusters
  Score: Raw -2596852.943537 + Penalty 3328.613114 = -2593524.330423
  nChanged 35
		SP:Iteration 30Q (127842.980000 sec): 3 clusters
  Score: Raw -2596859.503392 + Penalty 3328.613114 = -2593530.890278
  nChanged 27
		SP:Iteration 31Q (127843.360000 sec): 3 clusters
  Score: Raw -2596863.898056 + Penalty 3328.613114 = -2593535.284942
  nChanged 22
		SP:Iteration 32Q (127843.740000 sec): 3 clusters
  Score: Raw -2596867.585940 + Penalty 3328.613114 = -2593538.972826
  nChanged 20
		SP:Iteration 33Q (127844.090000 sec): 3 clusters
  Score: Raw -2596870.980218 + Penalty 3328.613114 = -2593542.367104
  nChanged 18
		SP:Iteration 34Q (127844.440000 sec): 3 clusters
  Score: Raw -2596873.966453 + Penalty 3328.613114 = -2593545.353340
  nChanged 14
		SP:Iteration 35Q (127844.790000 sec): 3 clusters
  Score: Raw -2596875.957713 + Penalty 3328.613114 = -2593547.344600
  nChanged 17
		SP:Iteration 36Q (127845.140000 sec): 3 clusters
  Score: Raw -2596880.402833 + Penalty 3328.613114 = -2593551.789719
  nChanged 24
		SP:Iteration 37Q (127845.490000 sec): 3 clusters
  Score: Raw -2596886.204954 + Penalty 3328.613114 = -2593557.591841
  nChanged 32
		SP:Iteration 38Q (127845.830000 sec): 3 clusters
  Score: Raw -2596893.774514 + Penalty 3328.613114 = -2593565.161401
  nChanged 30
		SP:Iteration 39Q (127846.180000 sec): 3 clusters
  Score: Raw -2596901.907501 + Penalty 3328.613114 = -2593573.294387
  nChanged 23
		SP:Iteration 40F (127846.600000 sec): 3 clusters
  Score: Raw -2596909.233181 + Penalty 3328.613114 = -2593580.620067
  nChanged 22
		SP:Iteration 41Q (127846.980000 sec): 3 clusters
  Score: Raw -2596914.448781 + Penalty 3328.613114 = -2593585.835667
  nChanged 15
		SP:Iteration 42Q (127847.370000 sec): 3 clusters
  Score: Raw -2596918.385588 + Penalty 3328.613114 = -2593589.772474
  nChanged 22
		SP:Iteration 43Q (127847.760000 sec): 3 clusters
  Score: Raw -2596922.850517 + Penalty 3328.613114 = -2593594.237403
  nChanged 18
		SP:Iteration 44Q (127848.110000 sec): 3 clusters
  Score: Raw -2596926.524975 + Penalty 3328.613114 = -2593597.911862
  nChanged 14
		SP:Iteration 45Q (127848.460000 sec): 3 clusters
  Score: Raw -2596930.675406 + Penalty 3328.613114 = -2593602.062293
  nChanged 20
		SP:Iteration 46Q (127848.810000 sec): 3 clusters
  Score: Raw -2596935.814805 + Penalty 3328.613114 = -2593607.201691
  nChanged 13
		SP:Iteration 47Q (127849.150000 sec): 3 clusters
  Score: Raw -2596938.372671 + Penalty 3328.613114 = -2593609.759558
  nChanged 12
		SP:Iteration 48Q (127849.490000 sec): 3 clusters
  Score: Raw -2596941.525556 + Penalty 3328.613114 = -2593612.912443
  nChanged 15
		SP:Iteration 49Q (127849.840000 sec): 3 clusters
  Score: Raw -2596945.493285 + Penalty 3328.613114 = -2593616.880171
  nChanged 12
		SP:Iteration 50Q (127850.190000 sec): 3 clusters
  Score: Raw -2596947.948634 + Penalty 3328.613114 = -2593619.335520
  nChanged 10
		SP:Iteration 51Q (127850.540000 sec): 3 clusters
  Score: Raw -2596949.837493 + Penalty 3328.613114 = -2593621.224380
  nChanged 10
		SP:Iteration 52Q (127850.900000 sec): 3 clusters
  Score: Raw -2596951.145117 + Penalty 3328.613114 = -2593622.532003
  nChanged 4
		SP:Iteration 53Q (127851.250000 sec): 3 clusters
  Score: Raw -2596951.512155 + Penalty 3328.613114 = -2593622.899042
  nChanged 2
		SP:Iteration 54Q (127851.600000 sec): 3 clusters
  Score: Raw -2596951.724771 + Penalty 3328.613114 = -2593623.111657
  nChanged 1
		SP:Iteration 55Q (127851.940000 sec): 3 clusters
  Score: Raw -2596951.972524 + Penalty 3328.613114 = -2593623.359411
  nChanged 1
		SP:Iteration 56Q (127852.290000 sec): 3 clusters
  Score: Raw -2596952.031213 + Penalty 3328.613114 = -2593623.418099
  nChanged 1
		SP:Iteration 57Q (127852.630000 sec): 3 clusters
  Score: Raw -2596952.053606 + Penalty 3328.613114 = -2593623.440492
  nChanged 0
		SP:Iteration 58F (127853.020000 sec): 3 clusters
  Score: Raw -2596952.053606 + Penalty 3328.613114 = -2593623.440492
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (3848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127853.110000 sec): 2 clusters
  Score: Raw -281947.235139 + Penalty 1341.487682 = -280605.747457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127853.290000 sec): 3 clusters
  Score: Raw -280055.372785 + Penalty 2682.975364 = -277372.397421
  nChanged 1534
		SP:Iteration 1F (127853.400000 sec): 3 clusters
  Score: Raw -281230.547875 + Penalty 2682.975364 = -278547.572511
  nChanged 352
		SP:Iteration 2F (127853.480000 sec): 3 clusters
  Score: Raw -281548.966563 + Penalty 2682.975364 = -278865.991199
  nChanged 253
		SP:Iteration 3F (127853.570000 sec): 3 clusters
  Score: Raw -281771.388241 + Penalty 2682.975364 = -279088.412877
  nChanged 201
		SP:Iteration 4F (127853.650000 sec): 3 clusters
  Score: Raw -281942.491767 + Penalty 2682.975364 = -279259.516403
  nChanged 174
		SP:Iteration 5Q (127853.730000 sec): 3 clusters
  Score: Raw -282066.923784 + Penalty 2682.975364 = -279383.948420
  nChanged 131
		SP:Iteration 6Q (127853.810000 sec): 3 clusters
  Score: Raw -282144.684954 + Penalty 2682.975364 = -279461.709590
  nChanged 101
		SP:Iteration 7Q (127853.890000 sec): 3 clusters
  Score: Raw -282208.126442 + Penalty 2682.975364 = -279525.151078
  nChanged 76
		SP:Iteration 8Q (127853.960000 sec): 3 clusters
  Score: Raw -282242.790031 + Penalty 2682.975364 = -279559.814667
  nChanged 60
		SP:Iteration 9Q (127854.050000 sec): 3 clusters
  Score: Raw -282272.116138 + Penalty 2682.975364 = -279589.140774
  nChanged 48
		SP:Iteration 10Q (127854.130000 sec): 3 clusters
  Score: Raw -282295.925697 + Penalty 2682.975364 = -279612.950334
  nChanged 47
		SP:Iteration 11Q (127854.210000 sec): 3 clusters
  Score: Raw -282319.403247 + Penalty 2682.975364 = -279636.427883
  nChanged 50
		SP:Iteration 12Q (127854.290000 sec): 3 clusters
  Score: Raw -282341.860695 + Penalty 2682.975364 = -279658.885331
  nChanged 38
		SP:Iteration 13Q (127854.370000 sec): 3 clusters
  Score: Raw -282364.982804 + Penalty 2682.975364 = -279682.007440
  nChanged 43
		SP:Iteration 14Q (127854.450000 sec): 3 clusters
  Score: Raw -282388.020698 + Penalty 2682.975364 = -279705.045334
  nChanged 35
		SP:Iteration 15Q (127854.530000 sec): 3 clusters
  Score: Raw -282401.394019 + Penalty 2682.975364 = -279718.418655
  nChanged 28
		SP:Iteration 16Q (127854.610000 sec): 3 clusters
  Score: Raw -282413.738305 + Penalty 2682.975364 = -279730.762941
  nChanged 39
		SP:Iteration 17Q (127854.720000 sec): 3 clusters
  Score: Raw -282433.419391 + Penalty 2682.975364 = -279750.444027
  nChanged 33
		SP:Iteration 18Q (127854.900000 sec): 3 clusters
  Score: Raw -282449.144984 + Penalty 2682.975364 = -279766.169620
  nChanged 36
		SP:Iteration 19Q (127855.070000 sec): 3 clusters
  Score: Raw -282463.883337 + Penalty 2682.975364 = -279780.907973
  nChanged 28
		SP:Iteration 20F (127855.250000 sec): 3 clusters
  Score: Raw -282475.354096 + Penalty 2682.975364 = -279792.378733
  nChanged 27
		SP:Iteration 21Q (127855.420000 sec): 3 clusters
  Score: Raw -282486.112655 + Penalty 2682.975364 = -279803.137291
  nChanged 22
		SP:Iteration 22Q (127855.570000 sec): 3 clusters
  Score: Raw -282497.320439 + Penalty 2682.975364 = -279814.345075
  nChanged 22
		SP:Iteration 23Q (127855.650000 sec): 3 clusters
  Score: Raw -282507.750738 + Penalty 2682.975364 = -279824.775374
  nChanged 23
		SP:Iteration 24Q (127855.730000 sec): 3 clusters
  Score: Raw -282516.292941 + Penalty 2682.975364 = -279833.317577
  nChanged 15
		SP:Iteration 25Q (127855.810000 sec): 3 clusters
  Score: Raw -282521.933124 + Penalty 2682.975364 = -279838.957761
  nChanged 18
		SP:Iteration 26Q (127855.890000 sec): 3 clusters
  Score: Raw -282529.211333 + Penalty 2682.975364 = -279846.235969
  nChanged 23
		SP:Iteration 27Q (127855.970000 sec): 3 clusters
  Score: Raw -282536.937482 + Penalty 2682.975364 = -279853.962118
  nChanged 15
		SP:Iteration 28Q (127856.050000 sec): 3 clusters
  Score: Raw -282543.857061 + Penalty 2682.975364 = -279860.881697
  nChanged 17
		SP:Iteration 29Q (127856.210000 sec): 3 clusters
  Score: Raw -282549.905236 + Penalty 2682.975364 = -279866.929873
  nChanged 12
		SP:Iteration 30Q (127856.290000 sec): 3 clusters
  Score: Raw -282554.882619 + Penalty 2682.975364 = -279871.907256
  nChanged 18
		SP:Iteration 31Q (127856.370000 sec): 3 clusters
  Score: Raw -282563.145515 + Penalty 2682.975364 = -279880.170151
  nChanged 20
		SP:Iteration 32Q (127856.450000 sec): 3 clusters
  Score: Raw -282571.421378 + Penalty 2682.975364 = -279888.446014
  nChanged 19
		SP:Iteration 33Q (127856.530000 sec): 3 clusters
  Score: Raw -282579.666289 + Penalty 2682.975364 = -279896.690925
  nChanged 19
		SP:Iteration 34Q (127856.610000 sec): 3 clusters
  Score: Raw -282585.490456 + Penalty 2682.975364 = -279902.515093
  nChanged 14
		SP:Iteration 35Q (127856.690000 sec): 3 clusters
  Score: Raw -282591.049206 + Penalty 2682.975364 = -279908.073842
  nChanged 13
		SP:Iteration 36Q (127856.760000 sec): 3 clusters
  Score: Raw -282594.689325 + Penalty 2682.975364 = -279911.713961
  nChanged 10
		SP:Iteration 37Q (127856.840000 sec): 3 clusters
  Score: Raw -282597.890116 + Penalty 2682.975364 = -279914.914752
  nChanged 8
		SP:Iteration 38Q (127856.920000 sec): 3 clusters
  Score: Raw -282600.057423 + Penalty 2682.975364 = -279917.082060
  nChanged 10
		SP:Iteration 39Q (127857.000000 sec): 3 clusters
  Score: Raw -282603.138671 + Penalty 2682.975364 = -279920.163307
  nChanged 8
		SP:Iteration 40F (127857.080000 sec): 3 clusters
  Score: Raw -282606.439160 + Penalty 2682.975364 = -279923.463796
  nChanged 10
		SP:Iteration 41Q (127857.160000 sec): 3 clusters
  Score: Raw -282609.219015 + Penalty 2682.975364 = -279926.243651
  nChanged 9
		SP:Iteration 42Q (127857.240000 sec): 3 clusters
  Score: Raw -282611.755217 + Penalty 2682.975364 = -279928.779853
  nChanged 8
		SP:Iteration 43Q (127857.320000 sec): 3 clusters
  Score: Raw -282613.696694 + Penalty 2682.975364 = -279930.721330
  nChanged 7
		SP:Iteration 44Q (127857.400000 sec): 3 clusters
  Score: Raw -282616.046286 + Penalty 2682.975364 = -279933.070922
  nChanged 8
		SP:Iteration 45Q (127857.480000 sec): 3 clusters
  Score: Raw -282618.931367 + Penalty 2682.975364 = -279935.956003
  nChanged 4
		SP:Iteration 46Q (127857.660000 sec): 3 clusters
  Score: Raw -282619.728448 + Penalty 2682.975364 = -279936.753084
  nChanged 3
		SP:Iteration 47Q (127857.830000 sec): 3 clusters
  Score: Raw -282620.347941 + Penalty 2682.975364 = -279937.372577
  nChanged 1
		SP:Iteration 48Q (127858.010000 sec): 3 clusters
  Score: Raw -282621.205181 + Penalty 2682.975364 = -279938.229817
  nChanged 2
		SP:Iteration 49Q (127858.110000 sec): 3 clusters
  Score: Raw -282621.686571 + Penalty 2682.975364 = -279938.711207
  nChanged 0
		SP:Iteration 50F (127858.200000 sec): 3 clusters
  Score: Raw -282621.686571 + Penalty 2682.975364 = -279938.711207
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 75 (4832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127858.270000 sec): 2 clusters
  Score: Raw -337353.226583 + Penalty 1378.490058 = -335974.736525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127858.360000 sec): 3 clusters
  Score: Raw -334906.811659 + Penalty 2756.980115 = -332149.831543
  nChanged 1980
		SP:Iteration 1F (127858.460000 sec): 3 clusters
  Score: Raw -336311.455597 + Penalty 2756.980115 = -333554.475482
  nChanged 461
		SP:Iteration 2F (127858.550000 sec): 3 clusters
  Score: Raw -336749.044201 + Penalty 2756.980115 = -333992.064086
  nChanged 380
		SP:Iteration 3F (127858.640000 sec): 3 clusters
  Score: Raw -337130.207486 + Penalty 2756.980115 = -334373.227371
  nChanged 307
		SP:Iteration 4F (127858.730000 sec): 3 clusters
  Score: Raw -337369.350029 + Penalty 2756.980115 = -334612.369914
  nChanged 211
		SP:Iteration 5Q (127858.830000 sec): 3 clusters
  Score: Raw -337552.385267 + Penalty 2756.980115 = -334795.405152
  nChanged 187
		SP:Iteration 6Q (127858.910000 sec): 3 clusters
  Score: Raw -337681.041495 + Penalty 2756.980115 = -334924.061379
  nChanged 152
		SP:Iteration 7Q (127859.010000 sec): 3 clusters
  Score: Raw -337779.519438 + Penalty 2756.980115 = -335022.539323
  nChanged 115
		SP:Iteration 8Q (127859.250000 sec): 3 clusters
  Score: Raw -337856.787714 + Penalty 2756.980115 = -335099.807599
  nChanged 101
		SP:Iteration 9Q (127859.440000 sec): 3 clusters
  Score: Raw -337914.293259 + Penalty 2756.980115 = -335157.313143
  nChanged 88
		SP:Iteration 10Q (127859.620000 sec): 3 clusters
  Score: Raw -337968.118981 + Penalty 2756.980115 = -335211.138865
  nChanged 72
		SP:Iteration 11Q (127859.790000 sec): 3 clusters
  Score: Raw -338004.373728 + Penalty 2756.980115 = -335247.393612
  nChanged 61
		SP:Iteration 12Q (127859.970000 sec): 3 clusters
  Score: Raw -338027.897043 + Penalty 2756.980115 = -335270.916928
  nChanged 45
		SP:Iteration 13Q (127860.140000 sec): 3 clusters
  Score: Raw -338041.360670 + Penalty 2756.980115 = -335284.380555
  nChanged 40
		SP:Iteration 14Q (127860.320000 sec): 3 clusters
  Score: Raw -338053.925106 + Penalty 2756.980115 = -335296.944990
  nChanged 33
		SP:Iteration 15Q (127860.490000 sec): 3 clusters
  Score: Raw -338065.103299 + Penalty 2756.980115 = -335308.123184
  nChanged 32
		SP:Iteration 16Q (127860.670000 sec): 3 clusters
  Score: Raw -338076.436252 + Penalty 2756.980115 = -335319.456137
  nChanged 35
		SP:Iteration 17Q (127860.850000 sec): 3 clusters
  Score: Raw -338090.198410 + Penalty 2756.980115 = -335333.218294
  nChanged 42
		SP:Iteration 18Q (127861.020000 sec): 3 clusters
  Score: Raw -338104.610239 + Penalty 2756.980115 = -335347.630123
  nChanged 38
		SP:Iteration 19Q (127861.200000 sec): 3 clusters
  Score: Raw -338119.275719 + Penalty 2756.980115 = -335362.295603
  nChanged 40
		SP:Iteration 20F (127861.370000 sec): 3 clusters
  Score: Raw -338133.876299 + Penalty 2756.980115 = -335376.896184
  nChanged 43
		SP:Iteration 21Q (127861.550000 sec): 3 clusters
  Score: Raw -338152.642365 + Penalty 2756.980115 = -335395.662250
  nChanged 39
		SP:Iteration 22Q (127861.730000 sec): 3 clusters
  Score: Raw -338167.658108 + Penalty 2756.980115 = -335410.677992
  nChanged 33
		SP:Iteration 23Q (127861.900000 sec): 3 clusters
  Score: Raw -338177.422272 + Penalty 2756.980115 = -335420.442156
  nChanged 21
		SP:Iteration 24Q (127862.080000 sec): 3 clusters
  Score: Raw -338183.882687 + Penalty 2756.980115 = -335426.902572
  nChanged 20
		SP:Iteration 25Q (127862.250000 sec): 3 clusters
  Score: Raw -338192.198240 + Penalty 2756.980115 = -335435.218125
  nChanged 13
		SP:Iteration 26Q (127862.430000 sec): 3 clusters
  Score: Raw -338196.760269 + Penalty 2756.980115 = -335439.780154
  nChanged 14
		SP:Iteration 27Q (127862.610000 sec): 3 clusters
  Score: Raw -338200.000137 + Penalty 2756.980115 = -335443.020022
  nChanged 12
		SP:Iteration 28Q (127862.780000 sec): 3 clusters
  Score: Raw -338203.550079 + Penalty 2756.980115 = -335446.569963
  nChanged 10
		SP:Iteration 29Q (127862.960000 sec): 3 clusters
  Score: Raw -338206.629008 + Penalty 2756.980115 = -335449.648893
  nChanged 13
		SP:Iteration 30Q (127863.130000 sec): 3 clusters
  Score: Raw -338210.530926 + Penalty 2756.980115 = -335453.550811
  nChanged 12
		SP:Iteration 31Q (127863.360000 sec): 3 clusters
  Score: Raw -338213.331315 + Penalty 2756.980115 = -335456.351199
  nChanged 9
		SP:Iteration 32Q (127863.540000 sec): 3 clusters
  Score: Raw -338216.356760 + Penalty 2756.980115 = -335459.376645
  nChanged 10
		SP:Iteration 33Q (127863.690000 sec): 3 clusters
  Score: Raw -338218.529915 + Penalty 2756.980115 = -335461.549800
  nChanged 10
		SP:Iteration 34Q (127863.870000 sec): 3 clusters
  Score: Raw -338221.162171 + Penalty 2756.980115 = -335464.182055
  nChanged 10
		SP:Iteration 35Q (127864.040000 sec): 3 clusters
  Score: Raw -338223.948199 + Penalty 2756.980115 = -335466.968083
  nChanged 5
		SP:Iteration 36Q (127864.220000 sec): 3 clusters
  Score: Raw -338224.862869 + Penalty 2756.980115 = -335467.882754
  nChanged 3
		SP:Iteration 37Q (127864.390000 sec): 3 clusters
  Score: Raw -338225.992611 + Penalty 2756.980115 = -335469.012495
  nChanged 3
		SP:Iteration 38Q (127864.570000 sec): 3 clusters
  Score: Raw -338226.533970 + Penalty 2756.980115 = -335469.553854
  nChanged 6
		SP:Iteration 39Q (127864.750000 sec): 3 clusters
  Score: Raw -338227.453899 + Penalty 2756.980115 = -335470.473784
  nChanged 6
		SP:Iteration 40F (127864.920000 sec): 3 clusters
  Score: Raw -338229.640427 + Penalty 2756.980115 = -335472.660312
  nChanged 10
		SP:Iteration 41Q (127865.100000 sec): 3 clusters
  Score: Raw -338233.141138 + Penalty 2756.980115 = -335476.161022
  nChanged 16
		SP:Iteration 42Q (127865.270000 sec): 3 clusters
  Score: Raw -338237.630579 + Penalty 2756.980115 = -335480.650464
  nChanged 17
		SP:Iteration 43Q (127865.450000 sec): 3 clusters
  Score: Raw -338244.197485 + Penalty 2756.980115 = -335487.217369
  nChanged 20
		SP:Iteration 44Q (127865.630000 sec): 3 clusters
  Score: Raw -338250.919124 + Penalty 2756.980115 = -335493.939008
  nChanged 18
		SP:Iteration 45Q (127865.840000 sec): 3 clusters
  Score: Raw -338254.532747 + Penalty 2756.980115 = -335497.552632
  nChanged 14
		SP:Iteration 46Q (127865.990000 sec): 3 clusters
  Score: Raw -338259.322734 + Penalty 2756.980115 = -335502.342619
  nChanged 14
		SP:Iteration 47Q (127866.210000 sec): 3 clusters
  Score: Raw -338262.953399 + Penalty 2756.980115 = -335505.973283
  nChanged 16
		SP:Iteration 48Q (127866.360000 sec): 3 clusters
  Score: Raw -338268.734686 + Penalty 2756.980115 = -335511.754571
  nChanged 19
		SP:Iteration 49Q (127866.540000 sec): 3 clusters
  Score: Raw -338274.038964 + Penalty 2756.980115 = -335517.058848
  nChanged 18
		SP:Iteration 50Q (127866.710000 sec): 3 clusters
  Score: Raw -338277.398600 + Penalty 2756.980115 = -335520.418484
  nChanged 10
		SP:Iteration 51Q (127866.890000 sec): 3 clusters
  Score: Raw -338279.710836 + Penalty 2756.980115 = -335522.730721
  nChanged 15
		SP:Iteration 52Q (127867.070000 sec): 3 clusters
  Score: Raw -338285.380258 + Penalty 2756.980115 = -335528.400142
  nChanged 20
		SP:Iteration 53Q (127867.240000 sec): 3 clusters
  Score: Raw -338294.651253 + Penalty 2756.980115 = -335537.671137
  nChanged 28
		SP:Iteration 54Q (127867.410000 sec): 3 clusters
  Score: Raw -338306.271433 + Penalty 2756.980115 = -335549.291317
  nChanged 28
		SP:Iteration 55Q (127867.590000 sec): 3 clusters
  Score: Raw -338316.610039 + Penalty 2756.980115 = -335559.629923
  nChanged 27
		SP:Iteration 56Q (127867.770000 sec): 3 clusters
  Score: Raw -338325.974574 + Penalty 2756.980115 = -335568.994459
  nChanged 20
		SP:Iteration 57Q (127867.940000 sec): 3 clusters
  Score: Raw -338331.308267 + Penalty 2756.980115 = -335574.328152
  nChanged 11
		SP:Iteration 58Q (127868.120000 sec): 3 clusters
  Score: Raw -338334.453272 + Penalty 2756.980115 = -335577.473156
  nChanged 12
		SP:Iteration 59Q (127868.290000 sec): 3 clusters
  Score: Raw -338338.722214 + Penalty 2756.980115 = -335581.742099
  nChanged 20
		SP:Iteration 60F (127868.470000 sec): 3 clusters
  Score: Raw -338344.160378 + Penalty 2756.980115 = -335587.180263
  nChanged 16
		SP:Iteration 61Q (127868.650000 sec): 3 clusters
  Score: Raw -338349.103250 + Penalty 2756.980115 = -335592.123134
  nChanged 18
		SP:Iteration 62Q (127868.820000 sec): 3 clusters
  Score: Raw -338355.510493 + Penalty 2756.980115 = -335598.530378
  nChanged 15
		SP:Iteration 63Q (127869.000000 sec): 3 clusters
  Score: Raw -338359.315272 + Penalty 2756.980115 = -335602.335156
  nChanged 10
		SP:Iteration 64Q (127869.170000 sec): 3 clusters
  Score: Raw -338362.583303 + Penalty 2756.980115 = -335605.603188
  nChanged 11
		SP:Iteration 65Q (127869.350000 sec): 3 clusters
  Score: Raw -338367.096068 + Penalty 2756.980115 = -335610.115953
  nChanged 14
		SP:Iteration 66Q (127869.520000 sec): 3 clusters
  Score: Raw -338371.383535 + Penalty 2756.980115 = -335614.403419
  nChanged 14
		SP:Iteration 67Q (127869.700000 sec): 3 clusters
  Score: Raw -338374.188544 + Penalty 2756.980115 = -335617.208429
  nChanged 15
		SP:Iteration 68Q (127869.870000 sec): 3 clusters
  Score: Raw -338377.929408 + Penalty 2756.980115 = -335620.949292
  nChanged 8
		SP:Iteration 69Q (127870.100000 sec): 3 clusters
  Score: Raw -338380.987978 + Penalty 2756.980115 = -335624.007862
  nChanged 12
		SP:Iteration 70Q (127870.240000 sec): 3 clusters
  Score: Raw -338386.103296 + Penalty 2756.980115 = -335629.123181
  nChanged 22
		SP:Iteration 71Q (127870.470000 sec): 3 clusters
  Score: Raw -338392.528653 + Penalty 2756.980115 = -335635.548538
  nChanged 17
		SP:Iteration 72Q (127870.650000 sec): 3 clusters
  Score: Raw -338397.543550 + Penalty 2756.980115 = -335640.563435
  nChanged 9
		SP:Iteration 73Q (127870.800000 sec): 3 clusters
  Score: Raw -338399.627672 + Penalty 2756.980115 = -335642.647556
  nChanged 11
		SP:Iteration 74Q (127870.980000 sec): 3 clusters
  Score: Raw -338402.546188 + Penalty 2756.980115 = -335645.566072
  nChanged 8
		SP:Iteration 75Q (127871.150000 sec): 3 clusters
  Score: Raw -338403.999148 + Penalty 2756.980115 = -335647.019032
  nChanged 9
		SP:Iteration 76Q (127871.330000 sec): 3 clusters
  Score: Raw -338405.767530 + Penalty 2756.980115 = -335648.787414
  nChanged 6
		SP:Iteration 77Q (127871.510000 sec): 3 clusters
  Score: Raw -338407.531428 + Penalty 2756.980115 = -335650.551313
  nChanged 8
		SP:Iteration 78Q (127871.680000 sec): 3 clusters
  Score: Raw -338410.571588 + Penalty 2756.980115 = -335653.591473
  nChanged 8
		SP:Iteration 79Q (127871.850000 sec): 3 clusters
  Score: Raw -338412.247025 + Penalty 2756.980115 = -335655.266909
  nChanged 5
		SP:Iteration 80F (127872.030000 sec): 3 clusters
  Score: Raw -338413.143868 + Penalty 2756.980115 = -335656.163753
  nChanged 2
		SP:Iteration 81Q (127872.210000 sec): 3 clusters
  Score: Raw -338413.579501 + Penalty 2756.980115 = -335656.599385
  nChanged 1
		SP:Iteration 82Q (127872.380000 sec): 3 clusters
  Score: Raw -338413.938015 + Penalty 2756.980115 = -335656.957900
  nChanged 3
		SP:Iteration 83Q (127872.560000 sec): 3 clusters
  Score: Raw -338414.218708 + Penalty 2756.980115 = -335657.238593
  nChanged 1
		SP:Iteration 84Q (127872.730000 sec): 3 clusters
  Score: Raw -338414.563908 + Penalty 2756.980115 = -335657.583793
  nChanged 2
		SP:Iteration 85Q (127872.910000 sec): 3 clusters
  Score: Raw -338414.969237 + Penalty 2756.980115 = -335657.989121
  nChanged 2
		SP:Iteration 86Q (127873.090000 sec): 3 clusters
  Score: Raw -338415.301845 + Penalty 2756.980115 = -335658.321729
  nChanged 0
		SP:Iteration 87F (127873.260000 sec): 3 clusters
  Score: Raw -338415.301845 + Penalty 2756.980115 = -335658.321729
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 76 (4038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127873.370000 sec): 2 clusters
  Score: Raw -413467.640266 + Penalty 1349.319530 = -412118.320737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127873.540000 sec): 3 clusters
  Score: Raw -411434.880018 + Penalty 2698.639060 = -408736.240959
  nChanged 1594
		SP:Iteration 1F (127873.720000 sec): 3 clusters
  Score: Raw -412267.064079 + Penalty 2698.639060 = -409568.425020
  nChanged 274
		SP:Iteration 2F (127873.890000 sec): 3 clusters
  Score: Raw -412409.829568 + Penalty 2698.639060 = -409711.190508
  nChanged 211
		SP:Iteration 3F (127874.070000 sec): 3 clusters
  Score: Raw -412505.824257 + Penalty 2698.639060 = -409807.185197
  nChanged 155
		SP:Iteration 4Q (127874.250000 sec): 3 clusters
  Score: Raw -412586.803305 + Penalty 2698.639060 = -409888.164246
  nChanged 138
		SP:Iteration 5Q (127874.420000 sec): 3 clusters
  Score: Raw -412649.609085 + Penalty 2698.639060 = -409950.970025
  nChanged 111
		SP:Iteration 6Q (127874.510000 sec): 3 clusters
  Score: Raw -412698.169515 + Penalty 2698.639060 = -409999.530455
  nChanged 97
		SP:Iteration 7Q (127874.590000 sec): 3 clusters
  Score: Raw -412739.269049 + Penalty 2698.639060 = -410040.629989
  nChanged 83
		SP:Iteration 8Q (127874.670000 sec): 3 clusters
  Score: Raw -412782.386448 + Penalty 2698.639060 = -410083.747388
  nChanged 84
		SP:Iteration 9Q (127874.740000 sec): 3 clusters
  Score: Raw -412820.316147 + Penalty 2698.639060 = -410121.677087
  nChanged 103
		SP:Iteration 10Q (127874.820000 sec): 3 clusters
  Score: Raw -412871.388528 + Penalty 2698.639060 = -410172.749468
  nChanged 102
		SP:Iteration 11Q (127874.900000 sec): 3 clusters
  Score: Raw -412922.250693 + Penalty 2698.639060 = -410223.611634
  nChanged 101
		SP:Iteration 12Q (127874.980000 sec): 3 clusters
  Score: Raw -412969.920337 + Penalty 2698.639060 = -410271.281277
  nChanged 91
		SP:Iteration 13Q (127875.060000 sec): 3 clusters
  Score: Raw -413016.467009 + Penalty 2698.639060 = -410317.827949
  nChanged 104
		SP:Iteration 14Q (127875.130000 sec): 3 clusters
  Score: Raw -413066.717620 + Penalty 2698.639060 = -410368.078561
  nChanged 85
		SP:Iteration 15Q (127875.210000 sec): 3 clusters
  Score: Raw -413112.967846 + Penalty 2698.639060 = -410414.328787
  nChanged 97
		SP:Iteration 16Q (127875.290000 sec): 3 clusters
  Score: Raw -413169.445783 + Penalty 2698.639060 = -410470.806724
  nChanged 92
		SP:Iteration 17Q (127875.370000 sec): 3 clusters
  Score: Raw -413224.465983 + Penalty 2698.639060 = -410525.826924
  nChanged 86
		SP:Iteration 18Q (127875.450000 sec): 3 clusters
  Score: Raw -413279.496745 + Penalty 2698.639060 = -410580.857685
  nChanged 78
		SP:Iteration 19Q (127875.530000 sec): 3 clusters
  Score: Raw -413344.421324 + Penalty 2698.639060 = -410645.782265
  nChanged 78
		SP:Iteration 20F (127875.610000 sec): 3 clusters
  Score: Raw -413410.621538 + Penalty 2698.639060 = -410711.982479
  nChanged 70
		SP:Iteration 21Q (127875.680000 sec): 3 clusters
  Score: Raw -413466.901328 + Penalty 2698.639060 = -410768.262268
  nChanged 64
		SP:Iteration 22Q (127875.750000 sec): 3 clusters
  Score: Raw -413528.688713 + Penalty 2698.639060 = -410830.049653
  nChanged 46
		SP:Iteration 23Q (127875.830000 sec): 3 clusters
  Score: Raw -413570.579089 + Penalty 2698.639060 = -410871.940029
  nChanged 39
		SP:Iteration 24Q (127875.910000 sec): 3 clusters
  Score: Raw -413602.144482 + Penalty 2698.639060 = -410903.505423
  nChanged 27
		SP:Iteration 25Q (127875.980000 sec): 3 clusters
  Score: Raw -413626.068421 + Penalty 2698.639060 = -410927.429361
  nChanged 19
		SP:Iteration 26Q (127876.050000 sec): 3 clusters
  Score: Raw -413642.905493 + Penalty 2698.639060 = -410944.266434
  nChanged 18
		SP:Iteration 27Q (127876.180000 sec): 3 clusters
  Score: Raw -413653.814329 + Penalty 2698.639060 = -410955.175270
  nChanged 13
		SP:Iteration 28Q (127876.260000 sec): 3 clusters
  Score: Raw -413663.547031 + Penalty 2698.639060 = -410964.907972
  nChanged 14
		SP:Iteration 29Q (127876.330000 sec): 3 clusters
  Score: Raw -413672.873720 + Penalty 2698.639060 = -410974.234661
  nChanged 7
		SP:Iteration 30Q (127876.410000 sec): 3 clusters
  Score: Raw -413680.239172 + Penalty 2698.639060 = -410981.600113
  nChanged 8
		SP:Iteration 31Q (127876.470000 sec): 3 clusters
  Score: Raw -413687.371983 + Penalty 2698.639060 = -410988.732923
  nChanged 10
		SP:Iteration 32Q (127876.550000 sec): 3 clusters
  Score: Raw -413694.796873 + Penalty 2698.639060 = -410996.157813
  nChanged 7
		SP:Iteration 33Q (127876.620000 sec): 3 clusters
  Score: Raw -413698.670410 + Penalty 2698.639060 = -411000.031350
  nChanged 4
		SP:Iteration 34Q (127876.690000 sec): 3 clusters
  Score: Raw -413702.459672 + Penalty 2698.639060 = -411003.820613
  nChanged 2
		SP:Iteration 35Q (127876.770000 sec): 3 clusters
  Score: Raw -413705.141149 + Penalty 2698.639060 = -411006.502089
  nChanged 5
		SP:Iteration 36Q (127876.840000 sec): 3 clusters
  Score: Raw -413709.024522 + Penalty 2698.639060 = -411010.385463
  nChanged 4
		SP:Iteration 37Q (127876.910000 sec): 3 clusters
  Score: Raw -413712.415070 + Penalty 2698.639060 = -411013.776010
  nChanged 1
		SP:Iteration 38Q (127876.980000 sec): 3 clusters
  Score: Raw -413713.768084 + Penalty 2698.639060 = -411015.129024
  nChanged 1
		SP:Iteration 39Q (127877.050000 sec): 3 clusters
  Score: Raw -413714.024103 + Penalty 2698.639060 = -411015.385043
  nChanged 0
		SP:Iteration 40F (127877.130000 sec): 3 clusters
  Score: Raw -413714.024103 + Penalty 2698.639060 = -411015.385043
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 77 (3534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127877.210000 sec): 2 clusters
  Score: Raw -288127.249797 + Penalty 1327.655169 = -286799.594629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127877.280000 sec): 3 clusters
  Score: Raw -286471.648675 + Penalty 2655.310337 = -283816.338337
  nChanged 1336
		SP:Iteration 1F (127877.350000 sec): 3 clusters
  Score: Raw -287401.253550 + Penalty 2655.310337 = -284745.943213
  nChanged 305
		SP:Iteration 2F (127877.420000 sec): 3 clusters
  Score: Raw -287659.733825 + Penalty 2655.310337 = -285004.423488
  nChanged 260
		SP:Iteration 3F (127877.490000 sec): 3 clusters
  Score: Raw -287871.595482 + Penalty 2655.310337 = -285216.285144
  nChanged 227
		SP:Iteration 4F (127877.560000 sec): 3 clusters
  Score: Raw -288055.687481 + Penalty 2655.310337 = -285400.377143
  nChanged 189
		SP:Iteration 5F (127877.630000 sec): 3 clusters
  Score: Raw -288228.300917 + Penalty 2655.310337 = -285572.990580
  nChanged 169
		SP:Iteration 6Q (127877.700000 sec): 3 clusters
  Score: Raw -288369.511211 + Penalty 2655.310337 = -285714.200874
  nChanged 153
		SP:Iteration 7Q (127877.770000 sec): 3 clusters
  Score: Raw -288491.955460 + Penalty 2655.310337 = -285836.645123
  nChanged 110
		SP:Iteration 8Q (127877.850000 sec): 3 clusters
  Score: Raw -288562.414131 + Penalty 2655.310337 = -285907.103794
  nChanged 74
		SP:Iteration 9Q (127877.930000 sec): 3 clusters
  Score: Raw -288605.459852 + Penalty 2655.310337 = -285950.149515
  nChanged 57
		SP:Iteration 10Q (127878.000000 sec): 3 clusters
  Score: Raw -288632.469882 + Penalty 2655.310337 = -285977.159545
  nChanged 49
		SP:Iteration 11Q (127878.070000 sec): 3 clusters
  Score: Raw -288658.508302 + Penalty 2655.310337 = -286003.197965
  nChanged 34
		SP:Iteration 12Q (127878.150000 sec): 3 clusters
  Score: Raw -288676.120854 + Penalty 2655.310337 = -286020.810517
  nChanged 34
		SP:Iteration 13Q (127878.220000 sec): 3 clusters
  Score: Raw -288691.366308 + Penalty 2655.310337 = -286036.055971
  nChanged 30
		SP:Iteration 14Q (127878.300000 sec): 3 clusters
  Score: Raw -288706.663903 + Penalty 2655.310337 = -286051.353566
  nChanged 24
		SP:Iteration 15Q (127878.370000 sec): 3 clusters
  Score: Raw -288717.777041 + Penalty 2655.310337 = -286062.466704
  nChanged 25
		SP:Iteration 16Q (127878.450000 sec): 3 clusters
  Score: Raw -288728.825543 + Penalty 2655.310337 = -286073.515206
  nChanged 25
		SP:Iteration 17Q (127878.520000 sec): 3 clusters
  Score: Raw -288740.257207 + Penalty 2655.310337 = -286084.946869
  nChanged 21
		SP:Iteration 18Q (127878.600000 sec): 3 clusters
  Score: Raw -288747.436286 + Penalty 2655.310337 = -286092.125949
  nChanged 16
		SP:Iteration 19Q (127878.670000 sec): 3 clusters
  Score: Raw -288752.136676 + Penalty 2655.310337 = -286096.826339
  nChanged 7
		SP:Iteration 20F (127878.750000 sec): 3 clusters
  Score: Raw -288753.935100 + Penalty 2655.310337 = -286098.624763
  nChanged 6
		SP:Iteration 21Q (127878.820000 sec): 3 clusters
  Score: Raw -288756.028581 + Penalty 2655.310337 = -286100.718244
  nChanged 10
		SP:Iteration 22Q (127878.890000 sec): 3 clusters
  Score: Raw -288758.726657 + Penalty 2655.310337 = -286103.416319
  nChanged 9
		SP:Iteration 23Q (127878.970000 sec): 3 clusters
  Score: Raw -288763.646388 + Penalty 2655.310337 = -286108.336051
  nChanged 9
		SP:Iteration 24Q (127879.040000 sec): 3 clusters
  Score: Raw -288766.769444 + Penalty 2655.310337 = -286111.459107
  nChanged 10
		SP:Iteration 25Q (127879.110000 sec): 3 clusters
  Score: Raw -288770.666067 + Penalty 2655.310337 = -286115.355730
  nChanged 10
		SP:Iteration 26Q (127879.190000 sec): 3 clusters
  Score: Raw -288774.458989 + Penalty 2655.310337 = -286119.148651
  nChanged 10
		SP:Iteration 27Q (127879.260000 sec): 3 clusters
  Score: Raw -288778.668736 + Penalty 2655.310337 = -286123.358399
  nChanged 12
		SP:Iteration 28Q (127879.340000 sec): 3 clusters
  Score: Raw -288782.590649 + Penalty 2655.310337 = -286127.280311
  nChanged 8
		SP:Iteration 29Q (127879.410000 sec): 3 clusters
  Score: Raw -288784.670432 + Penalty 2655.310337 = -286129.360095
  nChanged 5
		SP:Iteration 30Q (127879.490000 sec): 3 clusters
  Score: Raw -288786.172426 + Penalty 2655.310337 = -286130.862088
  nChanged 9
		SP:Iteration 31Q (127879.560000 sec): 3 clusters
  Score: Raw -288788.424629 + Penalty 2655.310337 = -286133.114291
  nChanged 3
		SP:Iteration 32Q (127879.630000 sec): 3 clusters
  Score: Raw -288789.341955 + Penalty 2655.310337 = -286134.031618
  nChanged 2
		SP:Iteration 33Q (127879.710000 sec): 3 clusters
  Score: Raw -288789.670440 + Penalty 2655.310337 = -286134.360103
  nChanged 1
		SP:Iteration 34Q (127879.780000 sec): 3 clusters
  Score: Raw -288789.967751 + Penalty 2655.310337 = -286134.657414
  nChanged 2
		SP:Iteration 35Q (127879.860000 sec): 3 clusters
  Score: Raw -288790.410605 + Penalty 2655.310337 = -286135.100268
  nChanged 2
		SP:Iteration 36Q (127879.930000 sec): 3 clusters
  Score: Raw -288790.617904 + Penalty 2655.310337 = -286135.307567
  nChanged 2
		SP:Iteration 37Q (127880.010000 sec): 3 clusters
  Score: Raw -288790.810575 + Penalty 2655.310337 = -286135.500238
  nChanged 0
		SP:Iteration 38F (127880.150000 sec): 3 clusters
  Score: Raw -288790.810575 + Penalty 2655.310337 = -286135.500238
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 78 (18401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127880.390000 sec): 2 clusters
  Score: Raw -1592751.621987 + Penalty 1595.776047 = -1591155.845940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127880.690000 sec): 3 clusters
  Score: Raw -1581824.161782 + Penalty 3191.552094 = -1578632.609688
  nChanged 8381
		SP:Iteration 1F (127881.020000 sec): 3 clusters
  Score: Raw -1587225.446892 + Penalty 3191.552094 = -1584033.894798
  nChanged 1462
		SP:Iteration 2F (127881.350000 sec): 3 clusters
  Score: Raw -1588326.278037 + Penalty 3191.552094 = -1585134.725943
  nChanged 1428
		SP:Iteration 3F (127881.680000 sec): 3 clusters
  Score: Raw -1589412.260399 + Penalty 3191.552094 = -1586220.708305
  nChanged 1293
		SP:Iteration 4F (127882.010000 sec): 3 clusters
  Score: Raw -1590268.527122 + Penalty 3191.552094 = -1587076.975028
  nChanged 1067
		SP:Iteration 5F (127882.340000 sec): 3 clusters
  Score: Raw -1590926.398296 + Penalty 3191.552094 = -1587734.846202
  nChanged 854
		SP:Iteration 6Q (127882.700000 sec): 3 clusters
  Score: Raw -1591460.842199 + Penalty 3191.552094 = -1588269.290105
  nChanged 672
		SP:Iteration 7Q (127883.090000 sec): 3 clusters
  Score: Raw -1591867.982377 + Penalty 3191.552094 = -1588676.430283
  nChanged 571
		SP:Iteration 8Q (127883.430000 sec): 3 clusters
  Score: Raw -1592168.240568 + Penalty 3191.552094 = -1588976.688474
  nChanged 465
		SP:Iteration 9Q (127883.760000 sec): 3 clusters
  Score: Raw -1592395.600739 + Penalty 3191.552094 = -1589204.048645
  nChanged 391
		SP:Iteration 10Q (127884.060000 sec): 3 clusters
  Score: Raw -1592577.151129 + Penalty 3191.552094 = -1589385.599035
  nChanged 339
		SP:Iteration 11Q (127884.400000 sec): 3 clusters
  Score: Raw -1592732.882460 + Penalty 3191.552094 = -1589541.330366
  nChanged 305
		SP:Iteration 12Q (127884.730000 sec): 3 clusters
  Score: Raw -1592861.330969 + Penalty 3191.552094 = -1589669.778875
  nChanged 276
		SP:Iteration 13Q (127885.060000 sec): 3 clusters
  Score: Raw -1592967.135394 + Penalty 3191.552094 = -1589775.583300
  nChanged 249
		SP:Iteration 14Q (127885.280000 sec): 3 clusters
  Score: Raw -1593060.001070 + Penalty 3191.552094 = -1589868.448976
  nChanged 203
		SP:Iteration 15Q (127885.600000 sec): 3 clusters
  Score: Raw -1593130.673318 + Penalty 3191.552094 = -1589939.121224
  nChanged 206
		SP:Iteration 16Q (127885.940000 sec): 3 clusters
  Score: Raw -1593212.592214 + Penalty 3191.552094 = -1590021.040120
  nChanged 198
		SP:Iteration 17Q (127886.280000 sec): 3 clusters
  Score: Raw -1593288.895107 + Penalty 3191.552094 = -1590097.343013
  nChanged 187
		SP:Iteration 18Q (127886.610000 sec): 3 clusters
  Score: Raw -1593355.968562 + Penalty 3191.552094 = -1590164.416467
  nChanged 169
		SP:Iteration 19Q (127886.940000 sec): 3 clusters
  Score: Raw -1593421.105644 + Penalty 3191.552094 = -1590229.553550
  nChanged 157
		SP:Iteration 20F (127887.280000 sec): 3 clusters
  Score: Raw -1593479.011403 + Penalty 3191.552094 = -1590287.459309
  nChanged 143
		SP:Iteration 21Q (127887.610000 sec): 3 clusters
  Score: Raw -1593532.630256 + Penalty 3191.552094 = -1590341.078162
  nChanged 127
		SP:Iteration 22Q (127887.950000 sec): 3 clusters
  Score: Raw -1593582.825308 + Penalty 3191.552094 = -1590391.273214
  nChanged 111
		SP:Iteration 23Q (127888.280000 sec): 3 clusters
  Score: Raw -1593619.858824 + Penalty 3191.552094 = -1590428.306730
  nChanged 100
		SP:Iteration 24Q (127888.610000 sec): 3 clusters
  Score: Raw -1593651.533021 + Penalty 3191.552094 = -1590459.980927
  nChanged 89
		SP:Iteration 25Q (127888.950000 sec): 3 clusters
  Score: Raw -1593678.295242 + Penalty 3191.552094 = -1590486.743148
  nChanged 63
		SP:Iteration 26Q (127889.280000 sec): 3 clusters
  Score: Raw -1593695.559553 + Penalty 3191.552094 = -1590504.007458
  nChanged 56
		SP:Iteration 27Q (127889.610000 sec): 3 clusters
  Score: Raw -1593710.687049 + Penalty 3191.552094 = -1590519.134955
  nChanged 49
		SP:Iteration 28Q (127889.940000 sec): 3 clusters
  Score: Raw -1593724.910297 + Penalty 3191.552094 = -1590533.358203
  nChanged 55
		SP:Iteration 29Q (127890.270000 sec): 3 clusters
  Score: Raw -1593743.456665 + Penalty 3191.552094 = -1590551.904571
  nChanged 58
		SP:Iteration 30Q (127890.610000 sec): 3 clusters
  Score: Raw -1593763.458359 + Penalty 3191.552094 = -1590571.906265
  nChanged 54
		SP:Iteration 31Q (127890.940000 sec): 3 clusters
  Score: Raw -1593780.208472 + Penalty 3191.552094 = -1590588.656378
  nChanged 52
		SP:Iteration 32Q (127891.270000 sec): 3 clusters
  Score: Raw -1593793.712909 + Penalty 3191.552094 = -1590602.160815
  nChanged 39
		SP:Iteration 33Q (127891.610000 sec): 3 clusters
  Score: Raw -1593804.050674 + Penalty 3191.552094 = -1590612.498580
  nChanged 40
		SP:Iteration 34Q (127891.940000 sec): 3 clusters
  Score: Raw -1593814.175297 + Penalty 3191.552094 = -1590622.623203
  nChanged 34
		SP:Iteration 35Q (127892.280000 sec): 3 clusters
  Score: Raw -1593822.332895 + Penalty 3191.552094 = -1590630.780800
  nChanged 30
		SP:Iteration 36Q (127892.620000 sec): 3 clusters
  Score: Raw -1593832.447918 + Penalty 3191.552094 = -1590640.895823
  nChanged 36
		SP:Iteration 37Q (127892.860000 sec): 3 clusters
  Score: Raw -1593845.892379 + Penalty 3191.552094 = -1590654.340285
  nChanged 35
		SP:Iteration 38Q (127893.100000 sec): 3 clusters
  Score: Raw -1593855.524676 + Penalty 3191.552094 = -1590663.972582
  nChanged 29
		SP:Iteration 39Q (127893.400000 sec): 3 clusters
  Score: Raw -1593863.237143 + Penalty 3191.552094 = -1590671.685048
  nChanged 35
		SP:Iteration 40F (127893.740000 sec): 3 clusters
  Score: Raw -1593871.540016 + Penalty 3191.552094 = -1590679.987921
  nChanged 19
		SP:Iteration 41Q (127894.030000 sec): 3 clusters
  Score: Raw -1593875.750620 + Penalty 3191.552094 = -1590684.198526
  nChanged 16
		SP:Iteration 42Q (127894.370000 sec): 3 clusters
  Score: Raw -1593878.905948 + Penalty 3191.552094 = -1590687.353854
  nChanged 9
		SP:Iteration 43Q (127894.660000 sec): 3 clusters
  Score: Raw -1593880.260494 + Penalty 3191.552094 = -1590688.708399
  nChanged 10
		SP:Iteration 44Q (127894.990000 sec): 3 clusters
  Score: Raw -1593882.160858 + Penalty 3191.552094 = -1590690.608764
  nChanged 6
		SP:Iteration 45Q (127895.280000 sec): 3 clusters
  Score: Raw -1593883.360948 + Penalty 3191.552094 = -1590691.808854
  nChanged 6
		SP:Iteration 46Q (127895.570000 sec): 3 clusters
  Score: Raw -1593884.362894 + Penalty 3191.552094 = -1590692.810800
  nChanged 4
		SP:Iteration 47Q (127895.860000 sec): 3 clusters
  Score: Raw -1593885.231764 + Penalty 3191.552094 = -1590693.679669
  nChanged 3
		SP:Iteration 48Q (127896.190000 sec): 3 clusters
  Score: Raw -1593885.901744 + Penalty 3191.552094 = -1590694.349650
  nChanged 4
		SP:Iteration 49Q (127896.520000 sec): 3 clusters
  Score: Raw -1593886.528453 + Penalty 3191.552094 = -1590694.976358
  nChanged 1
		SP:Iteration 50Q (127896.860000 sec): 3 clusters
  Score: Raw -1593886.677772 + Penalty 3191.552094 = -1590695.125678
  nChanged 2
		SP:Iteration 51Q (127897.150000 sec): 3 clusters
  Score: Raw -1593887.162859 + Penalty 3191.552094 = -1590695.610764
  nChanged 1
		SP:Iteration 52Q (127897.440000 sec): 3 clusters
  Score: Raw -1593887.447166 + Penalty 3191.552094 = -1590695.895071
  nChanged 2
		SP:Iteration 53Q (127897.740000 sec): 3 clusters
  Score: Raw -1593888.096864 + Penalty 3191.552094 = -1590696.544769
  nChanged 2
		SP:Iteration 54Q (127897.970000 sec): 3 clusters
  Score: Raw -1593888.360733 + Penalty 3191.552094 = -1590696.808638
  nChanged 1
		SP:Iteration 55Q (127898.280000 sec): 3 clusters
  Score: Raw -1593888.438724 + Penalty 3191.552094 = -1590696.886630
  nChanged 0
		SP:Iteration 56F (127898.580000 sec): 3 clusters
  Score: Raw -1593888.438724 + Penalty 3191.552094 = -1590696.886630
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 79 (2886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127898.660000 sec): 2 clusters
  Score: Raw -241564.391636 + Penalty 1294.739345 = -240269.652291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127898.840000 sec): 3 clusters
  Score: Raw -240220.730548 + Penalty 2589.478690 = -237631.251858
  nChanged 1091
		SP:Iteration 1F (127899.000000 sec): 3 clusters
  Score: Raw -241021.307652 + Penalty 2589.478690 = -238431.828962
  nChanged 297
		SP:Iteration 2F (127899.150000 sec): 3 clusters
  Score: Raw -241353.712532 + Penalty 2589.478690 = -238764.233841
  nChanged 228
		SP:Iteration 3F (127899.310000 sec): 3 clusters
  Score: Raw -241625.149964 + Penalty 2589.478690 = -239035.671273
  nChanged 181
		SP:Iteration 4F (127899.460000 sec): 3 clusters
  Score: Raw -241792.233636 + Penalty 2589.478690 = -239202.754946
  nChanged 120
		SP:Iteration 5Q (127899.620000 sec): 3 clusters
  Score: Raw -241912.128311 + Penalty 2589.478690 = -239322.649621
  nChanged 102
		SP:Iteration 6Q (127899.660000 sec): 3 clusters
  Score: Raw -242010.244817 + Penalty 2589.478690 = -239420.766126
  nChanged 77
		SP:Iteration 7Q (127899.720000 sec): 3 clusters
  Score: Raw -242063.025225 + Penalty 2589.478690 = -239473.546535
  nChanged 51
		SP:Iteration 8Q (127899.800000 sec): 3 clusters
  Score: Raw -242098.600899 + Penalty 2589.478690 = -239509.122209
  nChanged 49
		SP:Iteration 9Q (127899.850000 sec): 3 clusters
  Score: Raw -242133.021299 + Penalty 2589.478690 = -239543.542608
  nChanged 35
		SP:Iteration 10Q (127899.900000 sec): 3 clusters
  Score: Raw -242153.076304 + Penalty 2589.478690 = -239563.597614
  nChanged 35
		SP:Iteration 11Q (127899.960000 sec): 3 clusters
  Score: Raw -242172.556163 + Penalty 2589.478690 = -239583.077473
  nChanged 31
		SP:Iteration 12Q (127900.010000 sec): 3 clusters
  Score: Raw -242191.662028 + Penalty 2589.478690 = -239602.183337
  nChanged 33
		SP:Iteration 13Q (127900.060000 sec): 3 clusters
  Score: Raw -242207.899799 + Penalty 2589.478690 = -239618.421109
  nChanged 25
		SP:Iteration 14Q (127900.110000 sec): 3 clusters
  Score: Raw -242221.441326 + Penalty 2589.478690 = -239631.962635
  nChanged 20
		SP:Iteration 15Q (127900.160000 sec): 3 clusters
  Score: Raw -242231.230792 + Penalty 2589.478690 = -239641.752102
  nChanged 18
		SP:Iteration 16Q (127900.220000 sec): 3 clusters
  Score: Raw -242243.133372 + Penalty 2589.478690 = -239653.654682
  nChanged 23
		SP:Iteration 17Q (127900.270000 sec): 3 clusters
  Score: Raw -242257.538379 + Penalty 2589.478690 = -239668.059689
  nChanged 22
		SP:Iteration 18Q (127900.320000 sec): 3 clusters
  Score: Raw -242271.425257 + Penalty 2589.478690 = -239681.946566
  nChanged 27
		SP:Iteration 19Q (127900.380000 sec): 3 clusters
  Score: Raw -242288.955233 + Penalty 2589.478690 = -239699.476543
  nChanged 21
		SP:Iteration 20F (127900.430000 sec): 3 clusters
  Score: Raw -242298.184128 + Penalty 2589.478690 = -239708.705438
  nChanged 13
		SP:Iteration 21Q (127900.480000 sec): 3 clusters
  Score: Raw -242305.422667 + Penalty 2589.478690 = -239715.943976
  nChanged 8
		SP:Iteration 22Q (127900.530000 sec): 3 clusters
  Score: Raw -242308.320758 + Penalty 2589.478690 = -239718.842068
  nChanged 8
		SP:Iteration 23Q (127900.580000 sec): 3 clusters
  Score: Raw -242311.178737 + Penalty 2589.478690 = -239721.700047
  nChanged 1
		SP:Iteration 24Q (127900.640000 sec): 3 clusters
  Score: Raw -242311.673386 + Penalty 2589.478690 = -239722.194695
  nChanged 1
		SP:Iteration 25Q (127900.690000 sec): 3 clusters
  Score: Raw -242312.129583 + Penalty 2589.478690 = -239722.650893
  nChanged 1
		SP:Iteration 26Q (127900.740000 sec): 3 clusters
  Score: Raw -242312.325930 + Penalty 2589.478690 = -239722.847240
  nChanged 0
		SP:Iteration 27F (127900.790000 sec): 3 clusters
  Score: Raw -242312.325930 + Penalty 2589.478690 = -239722.847240
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 80 (6182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127900.880000 sec): 2 clusters
  Score: Raw -533832.544704 + Penalty 1418.527032 = -532414.017671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127901.000000 sec): 3 clusters
  Score: Raw -530505.582463 + Penalty 2837.054065 = -527668.528398
  nChanged 2561
		SP:Iteration 1F (127901.100000 sec): 3 clusters
  Score: Raw -531936.788697 + Penalty 2837.054065 = -529099.734632
  nChanged 475
		SP:Iteration 2F (127901.210000 sec): 3 clusters
  Score: Raw -532238.822218 + Penalty 2837.054065 = -529401.768153
  nChanged 385
		SP:Iteration 3F (127901.310000 sec): 3 clusters
  Score: Raw -532509.421089 + Penalty 2837.054065 = -529672.367024
  nChanged 345
		SP:Iteration 4F (127901.420000 sec): 3 clusters
  Score: Raw -532751.388668 + Penalty 2837.054065 = -529914.334603
  nChanged 336
		SP:Iteration 5F (127901.520000 sec): 3 clusters
  Score: Raw -532978.099616 + Penalty 2837.054065 = -530141.045551
  nChanged 285
		SP:Iteration 6Q (127901.630000 sec): 3 clusters
  Score: Raw -533150.904138 + Penalty 2837.054065 = -530313.850073
  nChanged 258
		SP:Iteration 7Q (127901.840000 sec): 3 clusters
  Score: Raw -533298.678290 + Penalty 2837.054065 = -530461.624225
  nChanged 200
		SP:Iteration 8Q (127902.010000 sec): 3 clusters
  Score: Raw -533415.901478 + Penalty 2837.054065 = -530578.847413
  nChanged 190
		SP:Iteration 9Q (127902.240000 sec): 3 clusters
  Score: Raw -533526.680449 + Penalty 2837.054065 = -530689.626384
  nChanged 166
		SP:Iteration 10Q (127902.460000 sec): 3 clusters
  Score: Raw -533614.406363 + Penalty 2837.054065 = -530777.352298
  nChanged 152
		SP:Iteration 11Q (127902.670000 sec): 3 clusters
  Score: Raw -533687.974192 + Penalty 2837.054065 = -530850.920127
  nChanged 139
		SP:Iteration 12Q (127902.880000 sec): 3 clusters
  Score: Raw -533754.198653 + Penalty 2837.054065 = -530917.144588
  nChanged 115
		SP:Iteration 13Q (127903.090000 sec): 3 clusters
  Score: Raw -533795.166848 + Penalty 2837.054065 = -530958.112783
  nChanged 101
		SP:Iteration 14Q (127903.300000 sec): 3 clusters
  Score: Raw -533834.449988 + Penalty 2837.054065 = -530997.395923
  nChanged 100
		SP:Iteration 15Q (127903.510000 sec): 3 clusters
  Score: Raw -533874.364211 + Penalty 2837.054065 = -531037.310146
  nChanged 107
		SP:Iteration 16Q (127903.720000 sec): 3 clusters
  Score: Raw -533913.960547 + Penalty 2837.054065 = -531076.906483
  nChanged 93
		SP:Iteration 17Q (127903.930000 sec): 3 clusters
  Score: Raw -533951.652513 + Penalty 2837.054065 = -531114.598449
  nChanged 82
		SP:Iteration 18Q (127904.140000 sec): 3 clusters
  Score: Raw -533986.381104 + Penalty 2837.054065 = -531149.327040
  nChanged 83
		SP:Iteration 19Q (127904.330000 sec): 3 clusters
  Score: Raw -534026.929143 + Penalty 2837.054065 = -531189.875078
  nChanged 89
		SP:Iteration 20F (127904.520000 sec): 3 clusters
  Score: Raw -534068.400073 + Penalty 2837.054065 = -531231.346008
  nChanged 76
		SP:Iteration 21Q (127904.730000 sec): 3 clusters
  Score: Raw -534100.996207 + Penalty 2837.054065 = -531263.942142
  nChanged 61
		SP:Iteration 22Q (127904.940000 sec): 3 clusters
  Score: Raw -534132.455706 + Penalty 2837.054065 = -531295.401641
  nChanged 68
		SP:Iteration 23Q (127905.150000 sec): 3 clusters
  Score: Raw -534164.861252 + Penalty 2837.054065 = -531327.807187
  nChanged 72
		SP:Iteration 24Q (127905.360000 sec): 3 clusters
  Score: Raw -534198.405382 + Penalty 2837.054065 = -531361.351317
  nChanged 43
		SP:Iteration 25Q (127905.570000 sec): 3 clusters
  Score: Raw -534216.223995 + Penalty 2837.054065 = -531379.169930
  nChanged 46
		SP:Iteration 26Q (127905.780000 sec): 3 clusters
  Score: Raw -534230.726315 + Penalty 2837.054065 = -531393.672250
  nChanged 25
		SP:Iteration 27Q (127905.980000 sec): 3 clusters
  Score: Raw -534236.477366 + Penalty 2837.054065 = -531399.423301
  nChanged 14
		SP:Iteration 28Q (127906.200000 sec): 3 clusters
  Score: Raw -534239.734580 + Penalty 2837.054065 = -531402.680515
  nChanged 7
		SP:Iteration 29Q (127906.400000 sec): 3 clusters
  Score: Raw -534241.027234 + Penalty 2837.054065 = -531403.973169
  nChanged 4
		SP:Iteration 30Q (127906.610000 sec): 3 clusters
  Score: Raw -534242.024904 + Penalty 2837.054065 = -531404.970840
  nChanged 4
		SP:Iteration 31Q (127906.820000 sec): 3 clusters
  Score: Raw -534242.593306 + Penalty 2837.054065 = -531405.539241
  nChanged 1
		SP:Iteration 32Q (127907.030000 sec): 3 clusters
  Score: Raw -534242.808673 + Penalty 2837.054065 = -531405.754608
  nChanged 2
		SP:Iteration 33Q (127907.240000 sec): 3 clusters
  Score: Raw -534243.381113 + Penalty 2837.054065 = -531406.327049
  nChanged 2
		SP:Iteration 34Q (127907.450000 sec): 3 clusters
  Score: Raw -534243.503156 + Penalty 2837.054065 = -531406.449091
  nChanged 1
		SP:Iteration 35Q (127907.660000 sec): 3 clusters
  Score: Raw -534243.611815 + Penalty 2837.054065 = -531406.557750
  nChanged 0
		SP:Iteration 36F (127907.870000 sec): 3 clusters
  Score: Raw -534243.611815 + Penalty 2837.054065 = -531406.557750
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 81 (4349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127907.960000 sec): 2 clusters
  Score: Raw -367403.259014 + Penalty 1361.376447 = -366041.882567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127908.140000 sec): 3 clusters
  Score: Raw -365132.376426 + Penalty 2722.752894 = -362409.623532
  nChanged 1748
		SP:Iteration 1F (127908.320000 sec): 3 clusters
  Score: Raw -366153.338410 + Penalty 2722.752894 = -363430.585516
  nChanged 369
		SP:Iteration 2F (127908.490000 sec): 3 clusters
  Score: Raw -366410.809873 + Penalty 2722.752894 = -363688.056979
  nChanged 274
		SP:Iteration 3F (127908.670000 sec): 3 clusters
  Score: Raw -366592.121262 + Penalty 2722.752894 = -363869.368368
  nChanged 223
		SP:Iteration 4F (127908.840000 sec): 3 clusters
  Score: Raw -366754.841752 + Penalty 2722.752894 = -364032.088858
  nChanged 203
		SP:Iteration 5Q (127909.020000 sec): 3 clusters
  Score: Raw -366921.418454 + Penalty 2722.752894 = -364198.665560
  nChanged 206
		SP:Iteration 6Q (127909.200000 sec): 3 clusters
  Score: Raw -367074.203432 + Penalty 2722.752894 = -364351.450538
  nChanged 188
		SP:Iteration 7Q (127909.370000 sec): 3 clusters
  Score: Raw -367224.819070 + Penalty 2722.752894 = -364502.066176
  nChanged 218
		SP:Iteration 8F (127909.550000 sec): 3 clusters
  Score: Raw -367382.966992 + Penalty 2722.752894 = -364660.214098
  nChanged 196
		SP:Iteration 9Q (127909.720000 sec): 3 clusters
  Score: Raw -367512.881326 + Penalty 2722.752894 = -364790.128431
  nChanged 160
		SP:Iteration 10Q (127909.900000 sec): 3 clusters
  Score: Raw -367616.956092 + Penalty 2722.752894 = -364894.203198
  nChanged 125
		SP:Iteration 11Q (127910.070000 sec): 3 clusters
  Score: Raw -367681.222975 + Penalty 2722.752894 = -364958.470080
  nChanged 86
		SP:Iteration 12Q (127910.250000 sec): 3 clusters
  Score: Raw -367725.954583 + Penalty 2722.752894 = -365003.201689
  nChanged 84
		SP:Iteration 13Q (127910.420000 sec): 3 clusters
  Score: Raw -367768.211867 + Penalty 2722.752894 = -365045.458973
  nChanged 70
		SP:Iteration 14Q (127910.600000 sec): 3 clusters
  Score: Raw -367796.259073 + Penalty 2722.752894 = -365073.506178
  nChanged 44
		SP:Iteration 15Q (127910.780000 sec): 3 clusters
  Score: Raw -367814.515319 + Penalty 2722.752894 = -365091.762425
  nChanged 33
		SP:Iteration 16Q (127910.950000 sec): 3 clusters
  Score: Raw -367828.949951 + Penalty 2722.752894 = -365106.197057
  nChanged 30
		SP:Iteration 17Q (127911.130000 sec): 3 clusters
  Score: Raw -367839.221305 + Penalty 2722.752894 = -365116.468411
  nChanged 25
		SP:Iteration 18Q (127911.300000 sec): 3 clusters
  Score: Raw -367845.798031 + Penalty 2722.752894 = -365123.045137
  nChanged 17
		SP:Iteration 19Q (127911.480000 sec): 3 clusters
  Score: Raw -367850.751886 + Penalty 2722.752894 = -365127.998992
  nChanged 14
		SP:Iteration 20F (127911.660000 sec): 3 clusters
  Score: Raw -367854.602542 + Penalty 2722.752894 = -365131.849648
  nChanged 10
		SP:Iteration 21Q (127911.830000 sec): 3 clusters
  Score: Raw -367856.869482 + Penalty 2722.752894 = -365134.116588
  nChanged 16
		SP:Iteration 22Q (127912.010000 sec): 3 clusters
  Score: Raw -367863.443331 + Penalty 2722.752894 = -365140.690437
  nChanged 17
		SP:Iteration 23Q (127912.180000 sec): 3 clusters
  Score: Raw -367868.563165 + Penalty 2722.752894 = -365145.810271
  nChanged 10
		SP:Iteration 24Q (127912.360000 sec): 3 clusters
  Score: Raw -367871.237676 + Penalty 2722.752894 = -365148.484782
  nChanged 7
		SP:Iteration 25Q (127912.540000 sec): 3 clusters
  Score: Raw -367872.468968 + Penalty 2722.752894 = -365149.716074
  nChanged 1
		SP:Iteration 26Q (127912.710000 sec): 3 clusters
  Score: Raw -367872.730321 + Penalty 2722.752894 = -365149.977427
  nChanged 2
		SP:Iteration 27Q (127912.890000 sec): 3 clusters
  Score: Raw -367872.971259 + Penalty 2722.752894 = -365150.218365
  nChanged 2
		SP:Iteration 28Q (127913.060000 sec): 3 clusters
  Score: Raw -367873.235003 + Penalty 2722.752894 = -365150.482109
  nChanged 1
		SP:Iteration 29Q (127913.240000 sec): 3 clusters
  Score: Raw -367873.476400 + Penalty 2722.752894 = -365150.723506
  nChanged 1
		SP:Iteration 30Q (127913.420000 sec): 3 clusters
  Score: Raw -367873.535361 + Penalty 2722.752894 = -365150.782467
  nChanged 0
		SP:Iteration 31F (127913.590000 sec): 3 clusters
  Score: Raw -367873.535361 + Penalty 2722.752894 = -365150.782467
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 82 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127913.680000 sec): 2 clusters
  Score: Raw -64830.558968 + Penalty 1092.427342 = -63738.131626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127913.850000 sec): 3 clusters
  Score: Raw -64613.645317 + Penalty 2184.854683 = -62428.790634
  nChanged 233
		SP:Iteration 1F (127914.030000 sec): 3 clusters
  Score: Raw -64885.700432 + Penalty 2184.854683 = -62700.845749
  nChanged 68
		SP:Iteration 2F (127914.210000 sec): 3 clusters
  Score: Raw -64991.689078 + Penalty 2184.854683 = -62806.834395
  nChanged 50
		SP:Iteration 3F (127914.380000 sec): 3 clusters
  Score: Raw -65074.857727 + Penalty 2184.854683 = -62890.003044
  nChanged 36
		SP:Iteration 4Q (127914.560000 sec): 3 clusters
  Score: Raw -65117.068674 + Penalty 2184.854683 = -62932.213991
  nChanged 22
		SP:Iteration 5Q (127914.730000 sec): 3 clusters
  Score: Raw -65142.278400 + Penalty 2184.854683 = -62957.423717
  nChanged 17
		SP:Iteration 6Q (127914.910000 sec): 3 clusters
  Score: Raw -65159.450965 + Penalty 2184.854683 = -62974.596282
  nChanged 9
		SP:Iteration 7Q (127915.090000 sec): 3 clusters
  Score: Raw -65173.372477 + Penalty 2184.854683 = -62988.517794
  nChanged 9
		SP:Iteration 8Q (127915.260000 sec): 3 clusters
  Score: Raw -65188.654695 + Penalty 2184.854683 = -63003.800012
  nChanged 11
		SP:Iteration 9Q (127915.350000 sec): 3 clusters
  Score: Raw -65202.065859 + Penalty 2184.854683 = -63017.211176
  nChanged 8
		SP:Iteration 10Q (127915.370000 sec): 3 clusters
  Score: Raw -65211.661766 + Penalty 2184.854683 = -63026.807082
  nChanged 8
		SP:Iteration 11Q (127915.390000 sec): 3 clusters
  Score: Raw -65222.880100 + Penalty 2184.854683 = -63038.025417
  nChanged 5
		SP:Iteration 12Q (127915.410000 sec): 3 clusters
  Score: Raw -65229.821181 + Penalty 2184.854683 = -63044.966497
  nChanged 7
		SP:Iteration 13Q (127915.440000 sec): 3 clusters
  Score: Raw -65237.583451 + Penalty 2184.854683 = -63052.728768
  nChanged 2
		SP:Iteration 14Q (127915.460000 sec): 3 clusters
  Score: Raw -65242.841427 + Penalty 2184.854683 = -63057.986744
  nChanged 3
		SP:Iteration 15Q (127915.490000 sec): 3 clusters
  Score: Raw -65246.397972 + Penalty 2184.854683 = -63061.543288
  nChanged 2
		SP:Iteration 16Q (127915.510000 sec): 3 clusters
  Score: Raw -65247.760926 + Penalty 2184.854683 = -63062.906242
  nChanged 1
		SP:Iteration 17Q (127915.530000 sec): 3 clusters
  Score: Raw -65248.084516 + Penalty 2184.854683 = -63063.229833
  nChanged 1
		SP:Iteration 18Q (127915.560000 sec): 3 clusters
  Score: Raw -65248.706730 + Penalty 2184.854683 = -63063.852046
  nChanged 0
		SP:Iteration 19F (127915.580000 sec): 3 clusters
  Score: Raw -65248.706730 + Penalty 2184.854683 = -63063.852046
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 83 (2807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127915.650000 sec): 2 clusters
  Score: Raw -225548.101173 + Penalty 1290.229131 = -224257.872042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127915.700000 sec): 3 clusters
  Score: Raw -224262.035269 + Penalty 2580.458262 = -221681.577006
  nChanged 1079
		SP:Iteration 1F (127915.750000 sec): 3 clusters
  Score: Raw -225011.765257 + Penalty 2580.458262 = -222431.306995
  nChanged 279
		SP:Iteration 2F (127915.800000 sec): 3 clusters
  Score: Raw -225290.375844 + Penalty 2580.458262 = -222709.917582
  nChanged 224
		SP:Iteration 3F (127915.850000 sec): 3 clusters
  Score: Raw -225502.062106 + Penalty 2580.458262 = -222921.603844
  nChanged 161
		SP:Iteration 4F (127915.900000 sec): 3 clusters
  Score: Raw -225649.955847 + Penalty 2580.458262 = -223069.497585
  nChanged 117
		SP:Iteration 5Q (127915.950000 sec): 3 clusters
  Score: Raw -225749.333159 + Penalty 2580.458262 = -223168.874897
  nChanged 93
		SP:Iteration 6Q (127916.000000 sec): 3 clusters
  Score: Raw -225809.261623 + Penalty 2580.458262 = -223228.803361
  nChanged 82
		SP:Iteration 7Q (127916.050000 sec): 3 clusters
  Score: Raw -225864.243076 + Penalty 2580.458262 = -223283.784814
  nChanged 70
		SP:Iteration 8Q (127916.100000 sec): 3 clusters
  Score: Raw -225913.281481 + Penalty 2580.458262 = -223332.823219
  nChanged 59
		SP:Iteration 9Q (127916.150000 sec): 3 clusters
  Score: Raw -225954.367302 + Penalty 2580.458262 = -223373.909040
  nChanged 48
		SP:Iteration 10Q (127916.200000 sec): 3 clusters
  Score: Raw -225980.236661 + Penalty 2580.458262 = -223399.778399
  nChanged 45
		SP:Iteration 11Q (127916.250000 sec): 3 clusters
  Score: Raw -226002.677077 + Penalty 2580.458262 = -223422.218815
  nChanged 34
		SP:Iteration 12Q (127916.290000 sec): 3 clusters
  Score: Raw -226018.136968 + Penalty 2580.458262 = -223437.678705
  nChanged 34
		SP:Iteration 13Q (127916.350000 sec): 3 clusters
  Score: Raw -226037.648510 + Penalty 2580.458262 = -223457.190248
  nChanged 33
		SP:Iteration 14Q (127916.390000 sec): 3 clusters
  Score: Raw -226053.814947 + Penalty 2580.458262 = -223473.356685
  nChanged 29
		SP:Iteration 15Q (127916.450000 sec): 3 clusters
  Score: Raw -226067.465737 + Penalty 2580.458262 = -223487.007474
  nChanged 23
		SP:Iteration 16Q (127916.490000 sec): 3 clusters
  Score: Raw -226076.265103 + Penalty 2580.458262 = -223495.806840
  nChanged 18
		SP:Iteration 17Q (127916.550000 sec): 3 clusters
  Score: Raw -226083.582594 + Penalty 2580.458262 = -223503.124332
  nChanged 16
		SP:Iteration 18Q (127916.590000 sec): 3 clusters
  Score: Raw -226091.005369 + Penalty 2580.458262 = -223510.547106
  nChanged 16
		SP:Iteration 19Q (127916.650000 sec): 3 clusters
  Score: Raw -226097.583340 + Penalty 2580.458262 = -223517.125078
  nChanged 9
		SP:Iteration 20F (127916.690000 sec): 3 clusters
  Score: Raw -226100.574031 + Penalty 2580.458262 = -223520.115769
  nChanged 5
		SP:Iteration 21Q (127916.740000 sec): 3 clusters
  Score: Raw -226102.123234 + Penalty 2580.458262 = -223521.664971
  nChanged 5
		SP:Iteration 22Q (127916.870000 sec): 3 clusters
  Score: Raw -226103.992107 + Penalty 2580.458262 = -223523.533845
  nChanged 2
		SP:Iteration 23Q (127916.920000 sec): 3 clusters
  Score: Raw -226104.894029 + Penalty 2580.458262 = -223524.435767
  nChanged 4
		SP:Iteration 24Q (127916.970000 sec): 3 clusters
  Score: Raw -226107.170921 + Penalty 2580.458262 = -223526.712659
  nChanged 5
		SP:Iteration 25Q (127917.020000 sec): 3 clusters
  Score: Raw -226109.367230 + Penalty 2580.458262 = -223528.908968
  nChanged 9
		SP:Iteration 26Q (127917.070000 sec): 3 clusters
  Score: Raw -226112.148031 + Penalty 2580.458262 = -223531.689768
  nChanged 8
		SP:Iteration 27Q (127917.120000 sec): 3 clusters
  Score: Raw -226115.727545 + Penalty 2580.458262 = -223535.269282
  nChanged 7
		SP:Iteration 28Q (127917.170000 sec): 3 clusters
  Score: Raw -226118.377177 + Penalty 2580.458262 = -223537.918915
  nChanged 7
		SP:Iteration 29Q (127917.220000 sec): 3 clusters
  Score: Raw -226121.224466 + Penalty 2580.458262 = -223540.766204
  nChanged 5
		SP:Iteration 30Q (127917.270000 sec): 3 clusters
  Score: Raw -226124.399103 + Penalty 2580.458262 = -223543.940840
  nChanged 9
		SP:Iteration 31Q (127917.320000 sec): 3 clusters
  Score: Raw -226128.126920 + Penalty 2580.458262 = -223547.668658
  nChanged 8
		SP:Iteration 32Q (127917.370000 sec): 3 clusters
  Score: Raw -226131.490572 + Penalty 2580.458262 = -223551.032310
  nChanged 8
		SP:Iteration 33Q (127917.420000 sec): 3 clusters
  Score: Raw -226135.057322 + Penalty 2580.458262 = -223554.599060
  nChanged 6
		SP:Iteration 34Q (127917.480000 sec): 3 clusters
  Score: Raw -226139.738542 + Penalty 2580.458262 = -223559.280280
  nChanged 10
		SP:Iteration 35Q (127917.530000 sec): 3 clusters
  Score: Raw -226145.128447 + Penalty 2580.458262 = -223564.670184
  nChanged 8
		SP:Iteration 36Q (127917.580000 sec): 3 clusters
  Score: Raw -226148.228339 + Penalty 2580.458262 = -223567.770076
  nChanged 3
		SP:Iteration 37Q (127917.630000 sec): 3 clusters
  Score: Raw -226148.902487 + Penalty 2580.458262 = -223568.444225
  nChanged 1
		SP:Iteration 38Q (127917.680000 sec): 3 clusters
  Score: Raw -226149.539332 + Penalty 2580.458262 = -223569.081069
  nChanged 2
		SP:Iteration 39Q (127917.730000 sec): 3 clusters
  Score: Raw -226151.100755 + Penalty 2580.458262 = -223570.642493
  nChanged 3
		SP:Iteration 40F (127917.770000 sec): 3 clusters
  Score: Raw -226152.649599 + Penalty 2580.458262 = -223572.191337
  nChanged 3
		SP:Iteration 41Q (127917.820000 sec): 3 clusters
  Score: Raw -226154.030531 + Penalty 2580.458262 = -223573.572268
  nChanged 0
		SP:Iteration 42F (127917.870000 sec): 3 clusters
  Score: Raw -226154.030531 + Penalty 2580.458262 = -223573.572268
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 84 (2527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127917.970000 sec): 2 clusters
  Score: Raw -208297.150187 + Penalty 1273.153067 = -207023.997119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127918.150000 sec): 3 clusters
  Score: Raw -207138.435678 + Penalty 2546.306135 = -204592.129543
  nChanged 957
		SP:Iteration 1F (127918.320000 sec): 3 clusters
  Score: Raw -207764.260571 + Penalty 2546.306135 = -205217.954436
  nChanged 255
		SP:Iteration 2F (127918.500000 sec): 3 clusters
  Score: Raw -208000.973446 + Penalty 2546.306135 = -205454.667311
  nChanged 169
		SP:Iteration 3F (127918.670000 sec): 3 clusters
  Score: Raw -208163.409825 + Penalty 2546.306135 = -205617.103691
  nChanged 144
		SP:Iteration 4F (127918.850000 sec): 3 clusters
  Score: Raw -208336.192672 + Penalty 2546.306135 = -205789.886537
  nChanged 135
		SP:Iteration 5F (127919.030000 sec): 3 clusters
  Score: Raw -208483.442190 + Penalty 2546.306135 = -205937.136055
  nChanged 130
		SP:Iteration 6F (127919.200000 sec): 3 clusters
  Score: Raw -208620.186531 + Penalty 2546.306135 = -206073.880396
  nChanged 109
		SP:Iteration 7Q (127919.380000 sec): 3 clusters
  Score: Raw -208725.254761 + Penalty 2546.306135 = -206178.948626
  nChanged 101
		SP:Iteration 8Q (127919.550000 sec): 3 clusters
  Score: Raw -208830.318996 + Penalty 2546.306135 = -206284.012861
  nChanged 73
		SP:Iteration 9Q (127919.730000 sec): 3 clusters
  Score: Raw -208916.289626 + Penalty 2546.306135 = -206369.983491
  nChanged 78
		SP:Iteration 10Q (127919.910000 sec): 3 clusters
  Score: Raw -209000.536757 + Penalty 2546.306135 = -206454.230622
  nChanged 71
		SP:Iteration 11Q (127920.080000 sec): 3 clusters
  Score: Raw -209081.697605 + Penalty 2546.306135 = -206535.391470
  nChanged 65
		SP:Iteration 12Q (127920.260000 sec): 3 clusters
  Score: Raw -209144.899684 + Penalty 2546.306135 = -206598.593549
  nChanged 43
		SP:Iteration 13Q (127920.430000 sec): 3 clusters
  Score: Raw -209179.481102 + Penalty 2546.306135 = -206633.174967
  nChanged 31
		SP:Iteration 14Q (127920.610000 sec): 3 clusters
  Score: Raw -209200.110055 + Penalty 2546.306135 = -206653.803920
  nChanged 21
		SP:Iteration 15Q (127920.790000 sec): 3 clusters
  Score: Raw -209213.174381 + Penalty 2546.306135 = -206666.868246
  nChanged 16
		SP:Iteration 16Q (127920.960000 sec): 3 clusters
  Score: Raw -209219.315346 + Penalty 2546.306135 = -206673.009211
  nChanged 8
		SP:Iteration 17Q (127921.140000 sec): 3 clusters
  Score: Raw -209223.660198 + Penalty 2546.306135 = -206677.354063
  nChanged 4
		SP:Iteration 18Q (127921.310000 sec): 3 clusters
  Score: Raw -209225.780789 + Penalty 2546.306135 = -206679.474655
  nChanged 4
		SP:Iteration 19Q (127921.490000 sec): 3 clusters
  Score: Raw -209228.987400 + Penalty 2546.306135 = -206682.681265
  nChanged 7
		SP:Iteration 20F (127921.670000 sec): 3 clusters
  Score: Raw -209234.709541 + Penalty 2546.306135 = -206688.403406
  nChanged 4
		SP:Iteration 21Q (127921.840000 sec): 3 clusters
  Score: Raw -209237.090118 + Penalty 2546.306135 = -206690.783983
  nChanged 3
		SP:Iteration 22Q (127922.020000 sec): 3 clusters
  Score: Raw -209237.905738 + Penalty 2546.306135 = -206691.599604
  nChanged 2
		SP:Iteration 23Q (127922.190000 sec): 3 clusters
  Score: Raw -209238.794608 + Penalty 2546.306135 = -206692.488473
  nChanged 2
		SP:Iteration 24Q (127922.370000 sec): 3 clusters
  Score: Raw -209239.996380 + Penalty 2546.306135 = -206693.690245
  nChanged 1
		SP:Iteration 25Q (127922.550000 sec): 3 clusters
  Score: Raw -209240.183283 + Penalty 2546.306135 = -206693.877148
  nChanged 0
		SP:Iteration 26F (127922.720000 sec): 3 clusters
  Score: Raw -209240.183283 + Penalty 2546.306135 = -206693.877148
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 85 (7237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127922.860000 sec): 2 clusters
  Score: Raw -698595.904453 + Penalty 1444.131331 = -697151.773122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127923.050000 sec): 3 clusters
  Score: Raw -694734.754442 + Penalty 2888.262661 = -691846.491781
  nChanged 3013
		SP:Iteration 1F (127923.160000 sec): 3 clusters
  Score: Raw -696416.757449 + Penalty 2888.262661 = -693528.494787
  nChanged 532
		SP:Iteration 2F (127923.340000 sec): 3 clusters
  Score: Raw -696698.691337 + Penalty 2888.262661 = -693810.428675
  nChanged 414
		SP:Iteration 3F (127923.530000 sec): 3 clusters
  Score: Raw -696906.519342 + Penalty 2888.262661 = -694018.256681
  nChanged 357
		SP:Iteration 4Q (127923.650000 sec): 3 clusters
  Score: Raw -697081.770934 + Penalty 2888.262661 = -694193.508272
  nChanged 303
		SP:Iteration 5Q (127923.870000 sec): 3 clusters
  Score: Raw -697238.773604 + Penalty 2888.262661 = -694350.510942
  nChanged 309
		SP:Iteration 6Q (127924.040000 sec): 3 clusters
  Score: Raw -697399.207762 + Penalty 2888.262661 = -694510.945101
  nChanged 296
		SP:Iteration 7Q (127924.240000 sec): 3 clusters
  Score: Raw -697566.248009 + Penalty 2888.262661 = -694677.985348
  nChanged 303
		SP:Iteration 8Q (127924.440000 sec): 3 clusters
  Score: Raw -697736.560593 + Penalty 2888.262661 = -694848.297932
  nChanged 307
		SP:Iteration 9Q (127924.640000 sec): 3 clusters
  Score: Raw -697905.989971 + Penalty 2888.262661 = -695017.727310
  nChanged 275
		SP:Iteration 10Q (127924.840000 sec): 3 clusters
  Score: Raw -698042.938867 + Penalty 2888.262661 = -695154.676206
  nChanged 233
		SP:Iteration 11Q (127925.050000 sec): 3 clusters
  Score: Raw -698149.036153 + Penalty 2888.262661 = -695260.773491
  nChanged 181
		SP:Iteration 12Q (127925.250000 sec): 3 clusters
  Score: Raw -698233.855777 + Penalty 2888.262661 = -695345.593115
  nChanged 161
		SP:Iteration 13Q (127925.450000 sec): 3 clusters
  Score: Raw -698295.406022 + Penalty 2888.262661 = -695407.143360
  nChanged 109
		SP:Iteration 14Q (127925.650000 sec): 3 clusters
  Score: Raw -698332.466179 + Penalty 2888.262661 = -695444.203518
  nChanged 91
		SP:Iteration 15Q (127925.850000 sec): 3 clusters
  Score: Raw -698361.296386 + Penalty 2888.262661 = -695473.033724
  nChanged 84
		SP:Iteration 16Q (127926.050000 sec): 3 clusters
  Score: Raw -698388.509209 + Penalty 2888.262661 = -695500.246548
  nChanged 83
		SP:Iteration 17Q (127926.250000 sec): 3 clusters
  Score: Raw -698411.736523 + Penalty 2888.262661 = -695523.473861
  nChanged 56
		SP:Iteration 18Q (127926.450000 sec): 3 clusters
  Score: Raw -698429.091699 + Penalty 2888.262661 = -695540.829038
  nChanged 55
		SP:Iteration 19Q (127926.650000 sec): 3 clusters
  Score: Raw -698444.378372 + Penalty 2888.262661 = -695556.115711
  nChanged 54
		SP:Iteration 20F (127926.770000 sec): 3 clusters
  Score: Raw -698457.921711 + Penalty 2888.262661 = -695569.659050
  nChanged 40
		SP:Iteration 21Q (127926.980000 sec): 3 clusters
  Score: Raw -698468.999212 + Penalty 2888.262661 = -695580.736551
  nChanged 47
		SP:Iteration 22Q (127927.180000 sec): 3 clusters
  Score: Raw -698481.003826 + Penalty 2888.262661 = -695592.741165
  nChanged 40
		SP:Iteration 23Q (127927.380000 sec): 3 clusters
  Score: Raw -698491.362019 + Penalty 2888.262661 = -695603.099358
  nChanged 39
		SP:Iteration 24Q (127927.590000 sec): 3 clusters
  Score: Raw -698502.049756 + Penalty 2888.262661 = -695613.787094
  nChanged 49
		SP:Iteration 25Q (127927.790000 sec): 3 clusters
  Score: Raw -698517.011449 + Penalty 2888.262661 = -695628.748788
  nChanged 39
		SP:Iteration 26Q (127927.990000 sec): 3 clusters
  Score: Raw -698525.368312 + Penalty 2888.262661 = -695637.105651
  nChanged 35
		SP:Iteration 27Q (127928.190000 sec): 3 clusters
  Score: Raw -698535.639795 + Penalty 2888.262661 = -695647.377133
  nChanged 33
		SP:Iteration 28Q (127928.400000 sec): 3 clusters
  Score: Raw -698546.265051 + Penalty 2888.262661 = -695658.002390
  nChanged 37
		SP:Iteration 29Q (127928.600000 sec): 3 clusters
  Score: Raw -698558.572871 + Penalty 2888.262661 = -695670.310209
  nChanged 39
		SP:Iteration 30Q (127928.800000 sec): 3 clusters
  Score: Raw -698567.591537 + Penalty 2888.262661 = -695679.328875
  nChanged 34
		SP:Iteration 31Q (127929.000000 sec): 3 clusters
  Score: Raw -698576.726237 + Penalty 2888.262661 = -695688.463575
  nChanged 37
		SP:Iteration 32Q (127929.200000 sec): 3 clusters
  Score: Raw -698586.916168 + Penalty 2888.262661 = -695698.653506
  nChanged 35
		SP:Iteration 33Q (127929.400000 sec): 3 clusters
  Score: Raw -698598.319453 + Penalty 2888.262661 = -695710.056792
  nChanged 55
		SP:Iteration 34Q (127929.600000 sec): 3 clusters
  Score: Raw -698620.869948 + Penalty 2888.262661 = -695732.607287
  nChanged 66
		SP:Iteration 35Q (127929.810000 sec): 3 clusters
  Score: Raw -698655.269776 + Penalty 2888.262661 = -695767.007115
  nChanged 78
		SP:Iteration 36Q (127930.010000 sec): 3 clusters
  Score: Raw -698700.936069 + Penalty 2888.262661 = -695812.673407
  nChanged 91
		SP:Iteration 37Q (127930.210000 sec): 3 clusters
  Score: Raw -698745.309685 + Penalty 2888.262661 = -695857.047024
  nChanged 93
		SP:Iteration 38Q (127930.410000 sec): 3 clusters
  Score: Raw -698784.741715 + Penalty 2888.262661 = -695896.479053
  nChanged 100
		SP:Iteration 39Q (127930.610000 sec): 3 clusters
  Score: Raw -698826.505020 + Penalty 2888.262661 = -695938.242359
  nChanged 116
		SP:Iteration 40F (127930.810000 sec): 3 clusters
  Score: Raw -698869.830452 + Penalty 2888.262661 = -695981.567790
  nChanged 114
		SP:Iteration 41Q (127931.020000 sec): 3 clusters
  Score: Raw -698913.400654 + Penalty 2888.262661 = -696025.137992
  nChanged 112
		SP:Iteration 42Q (127931.220000 sec): 3 clusters
  Score: Raw -698954.898248 + Penalty 2888.262661 = -696066.635587
  nChanged 102
		SP:Iteration 43Q (127931.420000 sec): 3 clusters
  Score: Raw -698990.246808 + Penalty 2888.262661 = -696101.984147
  nChanged 96
		SP:Iteration 44Q (127931.630000 sec): 3 clusters
  Score: Raw -699021.181579 + Penalty 2888.262661 = -696132.918918
  nChanged 81
		SP:Iteration 45Q (127931.830000 sec): 3 clusters
  Score: Raw -699052.021138 + Penalty 2888.262661 = -696163.758476
  nChanged 83
		SP:Iteration 46Q (127932.030000 sec): 3 clusters
  Score: Raw -699080.481968 + Penalty 2888.262661 = -696192.219306
  nChanged 82
		SP:Iteration 47Q (127932.230000 sec): 3 clusters
  Score: Raw -699108.829993 + Penalty 2888.262661 = -696220.567332
  nChanged 89
		SP:Iteration 48Q (127932.440000 sec): 3 clusters
  Score: Raw -699142.400452 + Penalty 2888.262661 = -696254.137791
  nChanged 88
		SP:Iteration 49Q (127932.640000 sec): 3 clusters
  Score: Raw -699175.453034 + Penalty 2888.262661 = -696287.190373
  nChanged 87
		SP:Iteration 50Q (127932.840000 sec): 3 clusters
  Score: Raw -699207.636094 + Penalty 2888.262661 = -696319.373433
  nChanged 74
		SP:Iteration 51Q (127933.050000 sec): 3 clusters
  Score: Raw -699236.044208 + Penalty 2888.262661 = -696347.781547
  nChanged 80
		SP:Iteration 52Q (127933.250000 sec): 3 clusters
  Score: Raw -699266.436197 + Penalty 2888.262661 = -696378.173536
  nChanged 79
		SP:Iteration 53Q (127933.450000 sec): 3 clusters
  Score: Raw -699295.751900 + Penalty 2888.262661 = -696407.489239
  nChanged 79
		SP:Iteration 54Q (127933.650000 sec): 3 clusters
  Score: Raw -699329.331434 + Penalty 2888.262661 = -696441.068772
  nChanged 71
		SP:Iteration 55Q (127933.850000 sec): 3 clusters
  Score: Raw -699357.273125 + Penalty 2888.262661 = -696469.010463
  nChanged 66
		SP:Iteration 56Q (127934.060000 sec): 3 clusters
  Score: Raw -699381.828317 + Penalty 2888.262661 = -696493.565656
  nChanged 57
		SP:Iteration 57Q (127934.290000 sec): 3 clusters
  Score: Raw -699401.208735 + Penalty 2888.262661 = -696512.946074
  nChanged 54
		SP:Iteration 58Q (127934.510000 sec): 3 clusters
  Score: Raw -699418.836723 + Penalty 2888.262661 = -696530.574061
  nChanged 50
		SP:Iteration 59Q (127934.710000 sec): 3 clusters
  Score: Raw -699434.564962 + Penalty 2888.262661 = -696546.302301
  nChanged 56
		SP:Iteration 60F (127934.910000 sec): 3 clusters
  Score: Raw -699450.974883 + Penalty 2888.262661 = -696562.712221
  nChanged 48
		SP:Iteration 61Q (127935.110000 sec): 3 clusters
  Score: Raw -699463.722482 + Penalty 2888.262661 = -696575.459821
  nChanged 36
		SP:Iteration 62Q (127935.320000 sec): 3 clusters
  Score: Raw -699472.715221 + Penalty 2888.262661 = -696584.452560
  nChanged 32
		SP:Iteration 63Q (127935.520000 sec): 3 clusters
  Score: Raw -699480.006358 + Penalty 2888.262661 = -696591.743696
  nChanged 23
		SP:Iteration 64Q (127935.730000 sec): 3 clusters
  Score: Raw -699486.086041 + Penalty 2888.262661 = -696597.823379
  nChanged 24
		SP:Iteration 65Q (127935.930000 sec): 3 clusters
  Score: Raw -699491.871573 + Penalty 2888.262661 = -696603.608911
  nChanged 11
		SP:Iteration 66Q (127936.130000 sec): 3 clusters
  Score: Raw -699494.538614 + Penalty 2888.262661 = -696606.275953
  nChanged 16
		SP:Iteration 67Q (127936.330000 sec): 3 clusters
  Score: Raw -699497.939508 + Penalty 2888.262661 = -696609.676846
  nChanged 8
		SP:Iteration 68Q (127936.540000 sec): 3 clusters
  Score: Raw -699499.839418 + Penalty 2888.262661 = -696611.576756
  nChanged 7
		SP:Iteration 69Q (127936.740000 sec): 3 clusters
  Score: Raw -699501.290700 + Penalty 2888.262661 = -696613.028039
  nChanged 6
		SP:Iteration 70Q (127936.940000 sec): 3 clusters
  Score: Raw -699502.416195 + Penalty 2888.262661 = -696614.153533
  nChanged 7
		SP:Iteration 71Q (127937.150000 sec): 3 clusters
  Score: Raw -699503.998939 + Penalty 2888.262661 = -696615.736277
  nChanged 10
		SP:Iteration 72Q (127937.350000 sec): 3 clusters
  Score: Raw -699506.051788 + Penalty 2888.262661 = -696617.789127
  nChanged 3
		SP:Iteration 73Q (127937.550000 sec): 3 clusters
  Score: Raw -699506.739350 + Penalty 2888.262661 = -696618.476688
  nChanged 2
		SP:Iteration 74Q (127937.750000 sec): 3 clusters
  Score: Raw -699507.136086 + Penalty 2888.262661 = -696618.873424
  nChanged 1
		SP:Iteration 75Q (127937.960000 sec): 3 clusters
  Score: Raw -699507.310254 + Penalty 2888.262661 = -696619.047593
  nChanged 0
		SP:Iteration 76F (127938.160000 sec): 3 clusters
  Score: Raw -699507.310254 + Penalty 2888.262661 = -696619.047593
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 86 (4412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127938.250000 sec): 2 clusters
  Score: Raw -367840.384698 + Penalty 1363.713549 = -366476.671149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127938.430000 sec): 3 clusters
  Score: Raw -365669.806564 + Penalty 2727.427099 = -362942.379466
  nChanged 1732
		SP:Iteration 1F (127938.610000 sec): 3 clusters
  Score: Raw -366916.699390 + Penalty 2727.427099 = -364189.272292
  nChanged 422
		SP:Iteration 2F (127938.780000 sec): 3 clusters
  Score: Raw -367296.584818 + Penalty 2727.427099 = -364569.157720
  nChanged 352
		SP:Iteration 3F (127938.950000 sec): 3 clusters
  Score: Raw -367609.229685 + Penalty 2727.427099 = -364881.802587
  nChanged 261
		SP:Iteration 4F (127939.130000 sec): 3 clusters
  Score: Raw -367796.357560 + Penalty 2727.427099 = -365068.930462
  nChanged 191
		SP:Iteration 5Q (127939.310000 sec): 3 clusters
  Score: Raw -367944.118022 + Penalty 2727.427099 = -365216.690923
  nChanged 164
		SP:Iteration 6Q (127939.480000 sec): 3 clusters
  Score: Raw -368068.391212 + Penalty 2727.427099 = -365340.964113
  nChanged 153
		SP:Iteration 7Q (127939.660000 sec): 3 clusters
  Score: Raw -368169.275791 + Penalty 2727.427099 = -365441.848692
  nChanged 137
		SP:Iteration 8Q (127939.830000 sec): 3 clusters
  Score: Raw -368270.627377 + Penalty 2727.427099 = -365543.200279
  nChanged 139
		SP:Iteration 9Q (127940.010000 sec): 3 clusters
  Score: Raw -368366.876632 + Penalty 2727.427099 = -365639.449533
  nChanged 131
		SP:Iteration 10Q (127940.190000 sec): 3 clusters
  Score: Raw -368454.735709 + Penalty 2727.427099 = -365727.308611
  nChanged 115
		SP:Iteration 11Q (127940.360000 sec): 3 clusters
  Score: Raw -368541.372223 + Penalty 2727.427099 = -365813.945124
  nChanged 118
		SP:Iteration 12Q (127940.540000 sec): 3 clusters
  Score: Raw -368621.428548 + Penalty 2727.427099 = -365894.001450
  nChanged 90
		SP:Iteration 13Q (127940.710000 sec): 3 clusters
  Score: Raw -368692.602005 + Penalty 2727.427099 = -365965.174907
  nChanged 98
		SP:Iteration 14Q (127940.890000 sec): 3 clusters
  Score: Raw -368772.224735 + Penalty 2727.427099 = -366044.797636
  nChanged 91
		SP:Iteration 15Q (127941.040000 sec): 3 clusters
  Score: Raw -368845.914976 + Penalty 2727.427099 = -366118.487878
  nChanged 92
		SP:Iteration 16Q (127941.130000 sec): 3 clusters
  Score: Raw -368898.522732 + Penalty 2727.427099 = -366171.095633
  nChanged 64
		SP:Iteration 17Q (127941.210000 sec): 3 clusters
  Score: Raw -368935.910920 + Penalty 2727.427099 = -366208.483821
  nChanged 67
		SP:Iteration 18Q (127941.290000 sec): 3 clusters
  Score: Raw -368973.776231 + Penalty 2727.427099 = -366246.349132
  nChanged 53
		SP:Iteration 19Q (127941.370000 sec): 3 clusters
  Score: Raw -369003.084084 + Penalty 2727.427099 = -366275.656986
  nChanged 40
		SP:Iteration 20F (127941.450000 sec): 3 clusters
  Score: Raw -369017.597925 + Penalty 2727.427099 = -366290.170826
  nChanged 18
		SP:Iteration 21Q (127941.530000 sec): 3 clusters
  Score: Raw -369023.828658 + Penalty 2727.427099 = -366296.401559
  nChanged 16
		SP:Iteration 22Q (127941.610000 sec): 3 clusters
  Score: Raw -369029.493743 + Penalty 2727.427099 = -366302.066645
  nChanged 14
		SP:Iteration 23Q (127941.700000 sec): 3 clusters
  Score: Raw -369034.380366 + Penalty 2727.427099 = -366306.953267
  nChanged 7
		SP:Iteration 24Q (127941.780000 sec): 3 clusters
  Score: Raw -369036.744335 + Penalty 2727.427099 = -366309.317236
  nChanged 10
		SP:Iteration 25Q (127941.860000 sec): 3 clusters
  Score: Raw -369039.426716 + Penalty 2727.427099 = -366311.999617
  nChanged 6
		SP:Iteration 26Q (127941.940000 sec): 3 clusters
  Score: Raw -369040.816019 + Penalty 2727.427099 = -366313.388920
  nChanged 6
		SP:Iteration 27Q (127942.030000 sec): 3 clusters
  Score: Raw -369042.128023 + Penalty 2727.427099 = -366314.700924
  nChanged 6
		SP:Iteration 28Q (127942.110000 sec): 3 clusters
  Score: Raw -369044.962009 + Penalty 2727.427099 = -366317.534911
  nChanged 9
		SP:Iteration 29Q (127942.190000 sec): 3 clusters
  Score: Raw -369047.599217 + Penalty 2727.427099 = -366320.172118
  nChanged 9
		SP:Iteration 30Q (127942.270000 sec): 3 clusters
  Score: Raw -369050.246836 + Penalty 2727.427099 = -366322.819738
  nChanged 10
		SP:Iteration 31Q (127942.450000 sec): 3 clusters
  Score: Raw -369052.644802 + Penalty 2727.427099 = -366325.217703
  nChanged 4
		SP:Iteration 32Q (127942.630000 sec): 3 clusters
  Score: Raw -369053.635673 + Penalty 2727.427099 = -366326.208575
  nChanged 4
		SP:Iteration 33Q (127942.810000 sec): 3 clusters
  Score: Raw -369054.606743 + Penalty 2727.427099 = -366327.179645
  nChanged 1
		SP:Iteration 34Q (127942.980000 sec): 3 clusters
  Score: Raw -369054.666033 + Penalty 2727.427099 = -366327.238934
  nChanged 1
		SP:Iteration 35Q (127943.160000 sec): 3 clusters
  Score: Raw -369054.757833 + Penalty 2727.427099 = -366327.330734
  nChanged 0
		SP:Iteration 36F (127943.330000 sec): 3 clusters
  Score: Raw -369054.757833 + Penalty 2727.427099 = -366327.330734
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 87 (2573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127943.410000 sec): 2 clusters
  Score: Raw -210381.494425 + Penalty 1276.084519 = -209105.409905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127943.590000 sec): 3 clusters
  Score: Raw -209245.121363 + Penalty 2552.169039 = -206692.952324
  nChanged 964
		SP:Iteration 1F (127943.760000 sec): 3 clusters
  Score: Raw -209981.250747 + Penalty 2552.169039 = -207429.081708
  nChanged 251
		SP:Iteration 2F (127943.940000 sec): 3 clusters
  Score: Raw -210235.766505 + Penalty 2552.169039 = -207683.597466
  nChanged 170
		SP:Iteration 3F (127944.110000 sec): 3 clusters
  Score: Raw -210376.122530 + Penalty 2552.169039 = -207823.953491
  nChanged 110
		SP:Iteration 4Q (127944.290000 sec): 3 clusters
  Score: Raw -210461.583131 + Penalty 2552.169039 = -207909.414092
  nChanged 79
		SP:Iteration 5Q (127944.470000 sec): 3 clusters
  Score: Raw -210523.464779 + Penalty 2552.169039 = -207971.295740
  nChanged 53
		SP:Iteration 6Q (127944.640000 sec): 3 clusters
  Score: Raw -210557.260819 + Penalty 2552.169039 = -208005.091780
  nChanged 48
		SP:Iteration 7Q (127944.820000 sec): 3 clusters
  Score: Raw -210597.131801 + Penalty 2552.169039 = -208044.962762
  nChanged 51
		SP:Iteration 8Q (127944.990000 sec): 3 clusters
  Score: Raw -210637.430153 + Penalty 2552.169039 = -208085.261114
  nChanged 46
		SP:Iteration 9Q (127945.170000 sec): 3 clusters
  Score: Raw -210669.793579 + Penalty 2552.169039 = -208117.624540
  nChanged 38
		SP:Iteration 10Q (127945.340000 sec): 3 clusters
  Score: Raw -210691.549325 + Penalty 2552.169039 = -208139.380286
  nChanged 32
		SP:Iteration 11Q (127945.520000 sec): 3 clusters
  Score: Raw -210716.351821 + Penalty 2552.169039 = -208164.182782
  nChanged 37
		SP:Iteration 12Q (127945.690000 sec): 3 clusters
  Score: Raw -210735.077116 + Penalty 2552.169039 = -208182.908077
  nChanged 25
		SP:Iteration 13Q (127945.870000 sec): 3 clusters
  Score: Raw -210742.946648 + Penalty 2552.169039 = -208190.777609
  nChanged 11
		SP:Iteration 14Q (127946.050000 sec): 3 clusters
  Score: Raw -210746.159590 + Penalty 2552.169039 = -208193.990551
  nChanged 8
		SP:Iteration 15Q (127946.220000 sec): 3 clusters
  Score: Raw -210748.545097 + Penalty 2552.169039 = -208196.376058
  nChanged 3
		SP:Iteration 16Q (127946.400000 sec): 3 clusters
  Score: Raw -210750.103603 + Penalty 2552.169039 = -208197.934564
  nChanged 7
		SP:Iteration 17Q (127946.580000 sec): 3 clusters
  Score: Raw -210753.045542 + Penalty 2552.169039 = -208200.876503
  nChanged 8
		SP:Iteration 18Q (127946.750000 sec): 3 clusters
  Score: Raw -210758.070381 + Penalty 2552.169039 = -208205.901342
  nChanged 12
		SP:Iteration 19Q (127946.930000 sec): 3 clusters
  Score: Raw -210763.026083 + Penalty 2552.169039 = -208210.857044
  nChanged 10
		SP:Iteration 20F (127947.100000 sec): 3 clusters
  Score: Raw -210768.704197 + Penalty 2552.169039 = -208216.535158
  nChanged 8
		SP:Iteration 21Q (127947.280000 sec): 3 clusters
  Score: Raw -210772.055152 + Penalty 2552.169039 = -208219.886113
  nChanged 7
		SP:Iteration 22Q (127947.460000 sec): 3 clusters
  Score: Raw -210774.906687 + Penalty 2552.169039 = -208222.737648
  nChanged 5
		SP:Iteration 23Q (127947.630000 sec): 3 clusters
  Score: Raw -210776.228547 + Penalty 2552.169039 = -208224.059508
  nChanged 1
		SP:Iteration 24Q (127947.810000 sec): 3 clusters
  Score: Raw -210776.513558 + Penalty 2552.169039 = -208224.344519
  nChanged 1
		SP:Iteration 25Q (127947.980000 sec): 3 clusters
  Score: Raw -210776.859986 + Penalty 2552.169039 = -208224.690947
  nChanged 2
		SP:Iteration 26Q (127948.160000 sec): 3 clusters
  Score: Raw -210777.362945 + Penalty 2552.169039 = -208225.193906
  nChanged 3
		SP:Iteration 27Q (127948.340000 sec): 3 clusters
  Score: Raw -210778.747837 + Penalty 2552.169039 = -208226.578798
  nChanged 3
		SP:Iteration 28Q (127948.510000 sec): 3 clusters
  Score: Raw -210779.581199 + Penalty 2552.169039 = -208227.412160
  nChanged 3
		SP:Iteration 29Q (127948.680000 sec): 3 clusters
  Score: Raw -210780.046257 + Penalty 2552.169039 = -208227.877218
  nChanged 2
		SP:Iteration 30Q (127948.860000 sec): 3 clusters
  Score: Raw -210780.931391 + Penalty 2552.169039 = -208228.762352
  nChanged 2
		SP:Iteration 31Q (127949.040000 sec): 3 clusters
  Score: Raw -210781.399897 + Penalty 2552.169039 = -208229.230858
  nChanged 2
		SP:Iteration 32Q (127949.210000 sec): 3 clusters
  Score: Raw -210781.877428 + Penalty 2552.169039 = -208229.708389
  nChanged 0
		SP:Iteration 33F (127949.390000 sec): 3 clusters
  Score: Raw -210781.877428 + Penalty 2552.169039 = -208229.708389
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 88 (6510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127949.470000 sec): 2 clusters
  Score: Raw -559626.228002 + Penalty 1426.927894 = -558199.300108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127949.610000 sec): 3 clusters
  Score: Raw -556188.538459 + Penalty 2853.855789 = -553334.682670
  nChanged 2729
		SP:Iteration 1F (127949.810000 sec): 3 clusters
  Score: Raw -557999.313774 + Penalty 2853.855789 = -555145.457985
  nChanged 586
		SP:Iteration 2F (127950.010000 sec): 3 clusters
  Score: Raw -558457.458749 + Penalty 2853.855789 = -555603.602960
  nChanged 483
		SP:Iteration 3F (127950.220000 sec): 3 clusters
  Score: Raw -558793.179870 + Penalty 2853.855789 = -555939.324081
  nChanged 400
		SP:Iteration 4F (127950.430000 sec): 3 clusters
  Score: Raw -559066.044426 + Penalty 2853.855789 = -556212.188637
  nChanged 330
		SP:Iteration 5F (127950.630000 sec): 3 clusters
  Score: Raw -559276.188323 + Penalty 2853.855789 = -556422.332534
  nChanged 291
		SP:Iteration 6Q (127950.840000 sec): 3 clusters
  Score: Raw -559456.473183 + Penalty 2853.855789 = -556602.617394
  nChanged 241
		SP:Iteration 7Q (127951.050000 sec): 3 clusters
  Score: Raw -559596.863591 + Penalty 2853.855789 = -556743.007802
  nChanged 161
		SP:Iteration 8Q (127951.260000 sec): 3 clusters
  Score: Raw -559677.067818 + Penalty 2853.855789 = -556823.212029
  nChanged 136
		SP:Iteration 9Q (127951.460000 sec): 3 clusters
  Score: Raw -559745.277544 + Penalty 2853.855789 = -556891.421755
  nChanged 109
		SP:Iteration 10Q (127951.670000 sec): 3 clusters
  Score: Raw -559794.255194 + Penalty 2853.855789 = -556940.399405
  nChanged 94
		SP:Iteration 11Q (127951.880000 sec): 3 clusters
  Score: Raw -559842.341823 + Penalty 2853.855789 = -556988.486034
  nChanged 85
		SP:Iteration 12Q (127952.080000 sec): 3 clusters
  Score: Raw -559884.072011 + Penalty 2853.855789 = -557030.216222
  nChanged 67
		SP:Iteration 13Q (127952.290000 sec): 3 clusters
  Score: Raw -559918.541731 + Penalty 2853.855789 = -557064.685942
  nChanged 60
		SP:Iteration 14Q (127952.500000 sec): 3 clusters
  Score: Raw -559952.759895 + Penalty 2853.855789 = -557098.904106
  nChanged 71
		SP:Iteration 15Q (127952.700000 sec): 3 clusters
  Score: Raw -559982.238441 + Penalty 2853.855789 = -557128.382652
  nChanged 52
		SP:Iteration 16Q (127952.910000 sec): 3 clusters
  Score: Raw -560001.056149 + Penalty 2853.855789 = -557147.200360
  nChanged 47
		SP:Iteration 17Q (127953.120000 sec): 3 clusters
  Score: Raw -560015.714742 + Penalty 2853.855789 = -557161.858953
  nChanged 27
		SP:Iteration 18Q (127953.320000 sec): 3 clusters
  Score: Raw -560025.413084 + Penalty 2853.855789 = -557171.557295
  nChanged 33
		SP:Iteration 19Q (127953.530000 sec): 3 clusters
  Score: Raw -560041.133074 + Penalty 2853.855789 = -557187.277285
  nChanged 41
		SP:Iteration 20F (127953.720000 sec): 3 clusters
  Score: Raw -560058.649077 + Penalty 2853.855789 = -557204.793288
  nChanged 33
		SP:Iteration 21Q (127953.880000 sec): 3 clusters
  Score: Raw -560069.337820 + Penalty 2853.855789 = -557215.482031
  nChanged 29
		SP:Iteration 22Q (127954.050000 sec): 3 clusters
  Score: Raw -560080.875257 + Penalty 2853.855789 = -557227.019468
  nChanged 30
		SP:Iteration 23Q (127954.250000 sec): 3 clusters
  Score: Raw -560090.728611 + Penalty 2853.855789 = -557236.872822
  nChanged 27
		SP:Iteration 24Q (127954.420000 sec): 3 clusters
  Score: Raw -560100.560226 + Penalty 2853.855789 = -557246.704437
  nChanged 24
		SP:Iteration 25Q (127954.580000 sec): 3 clusters
  Score: Raw -560109.079973 + Penalty 2853.855789 = -557255.224184
  nChanged 22
		SP:Iteration 26Q (127954.750000 sec): 3 clusters
  Score: Raw -560115.532194 + Penalty 2853.855789 = -557261.676405
  nChanged 18
		SP:Iteration 27Q (127954.910000 sec): 3 clusters
  Score: Raw -560120.975755 + Penalty 2853.855789 = -557267.119966
  nChanged 26
		SP:Iteration 28Q (127955.080000 sec): 3 clusters
  Score: Raw -560126.918043 + Penalty 2853.855789 = -557273.062254
  nChanged 20
		SP:Iteration 29Q (127955.240000 sec): 3 clusters
  Score: Raw -560133.175633 + Penalty 2853.855789 = -557279.319844
  nChanged 22
		SP:Iteration 30Q (127955.400000 sec): 3 clusters
  Score: Raw -560139.060308 + Penalty 2853.855789 = -557285.204519
  nChanged 22
		SP:Iteration 31Q (127955.570000 sec): 3 clusters
  Score: Raw -560144.866531 + Penalty 2853.855789 = -557291.010742
  nChanged 18
		SP:Iteration 32Q (127955.730000 sec): 3 clusters
  Score: Raw -560149.597945 + Penalty 2853.855789 = -557295.742156
  nChanged 9
		SP:Iteration 33Q (127955.900000 sec): 3 clusters
  Score: Raw -560153.243559 + Penalty 2853.855789 = -557299.387770
  nChanged 18
		SP:Iteration 34Q (127956.060000 sec): 3 clusters
  Score: Raw -560158.290858 + Penalty 2853.855789 = -557304.435069
  nChanged 13
		SP:Iteration 35Q (127956.270000 sec): 3 clusters
  Score: Raw -560162.187204 + Penalty 2853.855789 = -557308.331415
  nChanged 14
		SP:Iteration 36Q (127956.430000 sec): 3 clusters
  Score: Raw -560167.837163 + Penalty 2853.855789 = -557313.981374
  nChanged 22
		SP:Iteration 37Q (127956.600000 sec): 3 clusters
  Score: Raw -560176.229704 + Penalty 2853.855789 = -557322.373915
  nChanged 22
		SP:Iteration 38Q (127956.760000 sec): 3 clusters
  Score: Raw -560183.128210 + Penalty 2853.855789 = -557329.272421
  nChanged 23
		SP:Iteration 39Q (127956.930000 sec): 3 clusters
  Score: Raw -560189.070368 + Penalty 2853.855789 = -557335.214580
  nChanged 11
		SP:Iteration 40F (127957.090000 sec): 3 clusters
  Score: Raw -560191.505269 + Penalty 2853.855789 = -557337.649480
  nChanged 9
		SP:Iteration 41Q (127957.260000 sec): 3 clusters
  Score: Raw -560193.516199 + Penalty 2853.855789 = -557339.660410
  nChanged 2
		SP:Iteration 42Q (127957.460000 sec): 3 clusters
  Score: Raw -560193.715786 + Penalty 2853.855789 = -557339.859997
  nChanged 2
		SP:Iteration 43Q (127957.630000 sec): 3 clusters
  Score: Raw -560193.947293 + Penalty 2853.855789 = -557340.091505
  nChanged 1
		SP:Iteration 44Q (127957.790000 sec): 3 clusters
  Score: Raw -560194.225528 + Penalty 2853.855789 = -557340.369739
  nChanged 3
		SP:Iteration 45Q (127957.960000 sec): 3 clusters
  Score: Raw -560195.201132 + Penalty 2853.855789 = -557341.345343
  nChanged 1
		SP:Iteration 46Q (127958.120000 sec): 3 clusters
  Score: Raw -560195.908870 + Penalty 2853.855789 = -557342.053081
  nChanged 4
		SP:Iteration 47Q (127958.280000 sec): 3 clusters
  Score: Raw -560198.034828 + Penalty 2853.855789 = -557344.179039
  nChanged 8
		SP:Iteration 48Q (127958.490000 sec): 3 clusters
  Score: Raw -560200.755094 + Penalty 2853.855789 = -557346.899305
  nChanged 12
		SP:Iteration 49Q (127958.660000 sec): 3 clusters
  Score: Raw -560203.458685 + Penalty 2853.855789 = -557349.602896
  nChanged 8
		SP:Iteration 50Q (127958.820000 sec): 3 clusters
  Score: Raw -560205.072323 + Penalty 2853.855789 = -557351.216534
  nChanged 8
		SP:Iteration 51Q (127958.990000 sec): 3 clusters
  Score: Raw -560206.697900 + Penalty 2853.855789 = -557352.842111
  nChanged 6
		SP:Iteration 52Q (127959.150000 sec): 3 clusters
  Score: Raw -560207.797882 + Penalty 2853.855789 = -557353.942093
  nChanged 7
		SP:Iteration 53Q (127959.320000 sec): 3 clusters
  Score: Raw -560209.312536 + Penalty 2853.855789 = -557355.456747
  nChanged 4
		SP:Iteration 54Q (127959.480000 sec): 3 clusters
  Score: Raw -560210.597785 + Penalty 2853.855789 = -557356.741996
  nChanged 5
		SP:Iteration 55Q (127959.640000 sec): 3 clusters
  Score: Raw -560212.230033 + Penalty 2853.855789 = -557358.374244
  nChanged 8
		SP:Iteration 56Q (127959.810000 sec): 3 clusters
  Score: Raw -560214.333568 + Penalty 2853.855789 = -557360.477779
  nChanged 6
		SP:Iteration 57Q (127960.000000 sec): 3 clusters
  Score: Raw -560215.481852 + Penalty 2853.855789 = -557361.626063
  nChanged 2
		SP:Iteration 58Q (127960.100000 sec): 3 clusters
  Score: Raw -560215.666545 + Penalty 2853.855789 = -557361.810756
  nChanged 0
		SP:Iteration 59F (127960.200000 sec): 3 clusters
  Score: Raw -560215.666545 + Penalty 2853.855789 = -557361.810756
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 89 (10019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127960.330000 sec): 2 clusters
  Score: Raw -916693.200427 + Penalty 1496.988768 = -915196.211660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127960.580000 sec): 3 clusters
  Score: Raw -910990.354580 + Penalty 2993.977535 = -907996.377045
  nChanged 4363
		SP:Iteration 1F (127960.850000 sec): 3 clusters
  Score: Raw -913708.561230 + Penalty 2993.977535 = -910714.583695
  nChanged 822
		SP:Iteration 2F (127961.070000 sec): 3 clusters
  Score: Raw -914252.228112 + Penalty 2993.977535 = -911258.250577
  nChanged 728
		SP:Iteration 3F (127961.300000 sec): 3 clusters
  Score: Raw -914715.937065 + Penalty 2993.977535 = -911721.959530
  nChanged 626
		SP:Iteration 4F (127961.520000 sec): 3 clusters
  Score: Raw -915109.165920 + Penalty 2993.977535 = -912115.188385
  nChanged 546
		SP:Iteration 5F (127961.740000 sec): 3 clusters
  Score: Raw -915433.700206 + Penalty 2993.977535 = -912439.722671
  nChanged 432
		SP:Iteration 6Q (127961.970000 sec): 3 clusters
  Score: Raw -915666.572839 + Penalty 2993.977535 = -912672.595304
  nChanged 335
		SP:Iteration 7Q (127962.200000 sec): 3 clusters
  Score: Raw -915828.811376 + Penalty 2993.977535 = -912834.833841
  nChanged 258
		SP:Iteration 8Q (127962.420000 sec): 3 clusters
  Score: Raw -915945.773834 + Penalty 2993.977535 = -912951.796299
  nChanged 222
		SP:Iteration 9Q (127962.650000 sec): 3 clusters
  Score: Raw -916038.663333 + Penalty 2993.977535 = -913044.685798
  nChanged 156
		SP:Iteration 10Q (127962.880000 sec): 3 clusters
  Score: Raw -916098.372799 + Penalty 2993.977535 = -913104.395264
  nChanged 143
		SP:Iteration 11Q (127963.100000 sec): 3 clusters
  Score: Raw -916145.168962 + Penalty 2993.977535 = -913151.191427
  nChanged 126
		SP:Iteration 12Q (127963.320000 sec): 3 clusters
  Score: Raw -916188.991618 + Penalty 2993.977535 = -913195.014083
  nChanged 115
		SP:Iteration 13Q (127963.550000 sec): 3 clusters
  Score: Raw -916228.310948 + Penalty 2993.977535 = -913234.333413
  nChanged 106
		SP:Iteration 14Q (127963.780000 sec): 3 clusters
  Score: Raw -916264.194902 + Penalty 2993.977535 = -913270.217367
  nChanged 100
		SP:Iteration 15Q (127964.000000 sec): 3 clusters
  Score: Raw -916294.241553 + Penalty 2993.977535 = -913300.264018
  nChanged 78
		SP:Iteration 16Q (127964.230000 sec): 3 clusters
  Score: Raw -916318.631663 + Penalty 2993.977535 = -913324.654128
  nChanged 80
		SP:Iteration 17Q (127964.460000 sec): 3 clusters
  Score: Raw -916345.226278 + Penalty 2993.977535 = -913351.248743
  nChanged 71
		SP:Iteration 18Q (127964.680000 sec): 3 clusters
  Score: Raw -916369.704107 + Penalty 2993.977535 = -913375.726572
  nChanged 71
		SP:Iteration 19Q (127964.910000 sec): 3 clusters
  Score: Raw -916395.314328 + Penalty 2993.977535 = -913401.336793
  nChanged 81
		SP:Iteration 20F (127965.100000 sec): 3 clusters
  Score: Raw -916425.749987 + Penalty 2993.977535 = -913431.772452
  nChanged 73
		SP:Iteration 21Q (127965.330000 sec): 3 clusters
  Score: Raw -916453.397259 + Penalty 2993.977535 = -913459.419724
  nChanged 77
		SP:Iteration 22Q (127965.470000 sec): 3 clusters
  Score: Raw -916486.349515 + Penalty 2993.977535 = -913492.371980
  nChanged 74
		SP:Iteration 23Q (127965.630000 sec): 3 clusters
  Score: Raw -916519.674492 + Penalty 2993.977535 = -913525.696957
  nChanged 72
		SP:Iteration 24Q (127965.870000 sec): 3 clusters
  Score: Raw -916546.703747 + Penalty 2993.977535 = -913552.726212
  nChanged 49
		SP:Iteration 25Q (127966.100000 sec): 3 clusters
  Score: Raw -916566.782272 + Penalty 2993.977535 = -913572.804737
  nChanged 52
		SP:Iteration 26Q (127966.320000 sec): 3 clusters
  Score: Raw -916589.791100 + Penalty 2993.977535 = -913595.813565
  nChanged 64
		SP:Iteration 27Q (127966.550000 sec): 3 clusters
  Score: Raw -916621.260585 + Penalty 2993.977535 = -913627.283050
  nChanged 64
		SP:Iteration 28Q (127966.780000 sec): 3 clusters
  Score: Raw -916646.630229 + Penalty 2993.977535 = -913652.652694
  nChanged 54
		SP:Iteration 29Q (127967.000000 sec): 3 clusters
  Score: Raw -916672.286993 + Penalty 2993.977535 = -913678.309458
  nChanged 60
		SP:Iteration 30Q (127967.220000 sec): 3 clusters
  Score: Raw -916701.091172 + Penalty 2993.977535 = -913707.113637
  nChanged 43
		SP:Iteration 31Q (127967.460000 sec): 3 clusters
  Score: Raw -916721.969880 + Penalty 2993.977535 = -913727.992345
  nChanged 42
		SP:Iteration 32Q (127967.680000 sec): 3 clusters
  Score: Raw -916739.735675 + Penalty 2993.977535 = -913745.758140
  nChanged 32
		SP:Iteration 33Q (127967.910000 sec): 3 clusters
  Score: Raw -916754.580222 + Penalty 2993.977535 = -913760.602687
  nChanged 32
		SP:Iteration 34Q (127968.140000 sec): 3 clusters
  Score: Raw -916765.293407 + Penalty 2993.977535 = -913771.315872
  nChanged 20
		SP:Iteration 35Q (127968.360000 sec): 3 clusters
  Score: Raw -916776.010340 + Penalty 2993.977535 = -913782.032805
  nChanged 26
		SP:Iteration 36Q (127968.590000 sec): 3 clusters
  Score: Raw -916791.859601 + Penalty 2993.977535 = -913797.882066
  nChanged 25
		SP:Iteration 37Q (127968.810000 sec): 3 clusters
  Score: Raw -916804.828743 + Penalty 2993.977535 = -913810.851208
  nChanged 26
		SP:Iteration 38Q (127969.040000 sec): 3 clusters
  Score: Raw -916816.745370 + Penalty 2993.977535 = -913822.767835
  nChanged 21
		SP:Iteration 39Q (127969.260000 sec): 3 clusters
  Score: Raw -916826.456226 + Penalty 2993.977535 = -913832.478691
  nChanged 22
		SP:Iteration 40F (127969.480000 sec): 3 clusters
  Score: Raw -916838.461790 + Penalty 2993.977535 = -913844.484255
  nChanged 25
		SP:Iteration 41Q (127969.700000 sec): 3 clusters
  Score: Raw -916852.847054 + Penalty 2993.977535 = -913858.869519
  nChanged 29
		SP:Iteration 42Q (127969.930000 sec): 3 clusters
  Score: Raw -916865.225372 + Penalty 2993.977535 = -913871.247837
  nChanged 20
		SP:Iteration 43Q (127970.160000 sec): 3 clusters
  Score: Raw -916874.991230 + Penalty 2993.977535 = -913881.013695
  nChanged 16
		SP:Iteration 44Q (127970.380000 sec): 3 clusters
  Score: Raw -916882.668102 + Penalty 2993.977535 = -913888.690567
  nChanged 19
		SP:Iteration 45Q (127970.600000 sec): 3 clusters
  Score: Raw -916893.107980 + Penalty 2993.977535 = -913899.130445
  nChanged 18
		SP:Iteration 46Q (127970.830000 sec): 3 clusters
  Score: Raw -916902.629830 + Penalty 2993.977535 = -913908.652295
  nChanged 12
		SP:Iteration 47Q (127971.060000 sec): 3 clusters
  Score: Raw -916908.036618 + Penalty 2993.977535 = -913914.059083
  nChanged 10
		SP:Iteration 48Q (127971.280000 sec): 3 clusters
  Score: Raw -916913.304886 + Penalty 2993.977535 = -913919.327351
  nChanged 12
		SP:Iteration 49Q (127971.510000 sec): 3 clusters
  Score: Raw -916918.639639 + Penalty 2993.977535 = -913924.662104
  nChanged 11
		SP:Iteration 50Q (127971.740000 sec): 3 clusters
  Score: Raw -916924.469798 + Penalty 2993.977535 = -913930.492263
  nChanged 9
		SP:Iteration 51Q (127971.960000 sec): 3 clusters
  Score: Raw -916928.187274 + Penalty 2993.977535 = -913934.209739
  nChanged 4
		SP:Iteration 52Q (127972.190000 sec): 3 clusters
  Score: Raw -916929.793631 + Penalty 2993.977535 = -913935.816096
  nChanged 2
		SP:Iteration 53Q (127972.410000 sec): 3 clusters
  Score: Raw -916930.162935 + Penalty 2993.977535 = -913936.185400
  nChanged 0
		SP:Iteration 54F (127972.640000 sec): 3 clusters
  Score: Raw -916930.162935 + Penalty 2993.977535 = -913936.185400
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 90 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127972.710000 sec): 2 clusters
  Score: Raw -31562.788243 + Penalty 997.380646 = -30565.407596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127972.890000 sec): 3 clusters
  Score: Raw -31536.802321 + Penalty 1994.761293 = -29542.041029
  nChanged 113
		SP:Iteration 1F (127973.060000 sec): 3 clusters
  Score: Raw -31736.038564 + Penalty 1994.761293 = -29741.277272
  nChanged 35
		SP:Iteration 2F (127973.240000 sec): 3 clusters
  Score: Raw -31811.503908 + Penalty 1994.761293 = -29816.742616
  nChanged 23
		SP:Iteration 3Q (127973.420000 sec): 3 clusters
  Score: Raw -31862.983247 + Penalty 1994.761293 = -29868.221954
  nChanged 9
		SP:Iteration 4Q (127973.590000 sec): 3 clusters
  Score: Raw -31879.493918 + Penalty 1994.761293 = -29884.732626
  nChanged 2
		SP:Iteration 5Q (127973.770000 sec): 3 clusters
  Score: Raw -31880.727538 + Penalty 1994.761293 = -29885.966245
  nChanged 1
		SP:Iteration 6Q (127973.940000 sec): 3 clusters
  Score: Raw -31882.333827 + Penalty 1994.761293 = -29887.572534
  nChanged 1
		SP:Iteration 7Q (127973.960000 sec): 3 clusters
  Score: Raw -31883.263881 + Penalty 1994.761293 = -29888.502589
  nChanged 0
		SP:Iteration 8F (127973.970000 sec): 3 clusters
  Score: Raw -31883.263881 + Penalty 1994.761293 = -29888.502589
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 91 (3895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127974.040000 sec): 2 clusters
  Score: Raw -312484.827967 + Penalty 1343.460456 = -311141.367512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127974.120000 sec): 3 clusters
  Score: Raw -310523.413285 + Penalty 2686.920911 = -307836.492373
  nChanged 1562
		SP:Iteration 1F (127974.200000 sec): 3 clusters
  Score: Raw -311555.422512 + Penalty 2686.920911 = -308868.501601
  nChanged 375
		SP:Iteration 2F (127974.280000 sec): 3 clusters
  Score: Raw -311865.306666 + Penalty 2686.920911 = -309178.385754
  nChanged 287
		SP:Iteration 3F (127974.350000 sec): 3 clusters
  Score: Raw -312071.998278 + Penalty 2686.920911 = -309385.077367
  nChanged 202
		SP:Iteration 4F (127974.430000 sec): 3 clusters
  Score: Raw -312204.721424 + Penalty 2686.920911 = -309517.800512
  nChanged 161
		SP:Iteration 5Q (127974.510000 sec): 3 clusters
  Score: Raw -312300.629669 + Penalty 2686.920911 = -309613.708757
  nChanged 114
		SP:Iteration 6Q (127974.580000 sec): 3 clusters
  Score: Raw -312368.086660 + Penalty 2686.920911 = -309681.165748
  nChanged 95
		SP:Iteration 7Q (127974.660000 sec): 3 clusters
  Score: Raw -312412.515795 + Penalty 2686.920911 = -309725.594883
  nChanged 70
		SP:Iteration 8Q (127974.740000 sec): 3 clusters
  Score: Raw -312445.027877 + Penalty 2686.920911 = -309758.106965
  nChanged 57
		SP:Iteration 9Q (127974.810000 sec): 3 clusters
  Score: Raw -312471.947861 + Penalty 2686.920911 = -309785.026950
  nChanged 53
		SP:Iteration 10Q (127974.890000 sec): 3 clusters
  Score: Raw -312498.294528 + Penalty 2686.920911 = -309811.373617
  nChanged 47
		SP:Iteration 11Q (127974.960000 sec): 3 clusters
  Score: Raw -312521.362291 + Penalty 2686.920911 = -309834.441380
  nChanged 47
		SP:Iteration 12Q (127975.040000 sec): 3 clusters
  Score: Raw -312536.711652 + Penalty 2686.920911 = -309849.790741
  nChanged 40
		SP:Iteration 13Q (127975.120000 sec): 3 clusters
  Score: Raw -312553.038961 + Penalty 2686.920911 = -309866.118050
  nChanged 44
		SP:Iteration 14Q (127975.200000 sec): 3 clusters
  Score: Raw -312570.953236 + Penalty 2686.920911 = -309884.032325
  nChanged 36
		SP:Iteration 15Q (127975.270000 sec): 3 clusters
  Score: Raw -312585.390646 + Penalty 2686.920911 = -309898.469735
  nChanged 33
		SP:Iteration 16Q (127975.350000 sec): 3 clusters
  Score: Raw -312597.222824 + Penalty 2686.920911 = -309910.301912
  nChanged 32
		SP:Iteration 17Q (127975.420000 sec): 3 clusters
  Score: Raw -312610.578306 + Penalty 2686.920911 = -309923.657395
  nChanged 35
		SP:Iteration 18Q (127975.610000 sec): 3 clusters
  Score: Raw -312624.068071 + Penalty 2686.920911 = -309937.147159
  nChanged 27
		SP:Iteration 19Q (127975.780000 sec): 3 clusters
  Score: Raw -312633.170047 + Penalty 2686.920911 = -309946.249136
  nChanged 23
		SP:Iteration 20F (127975.960000 sec): 3 clusters
  Score: Raw -312642.372808 + Penalty 2686.920911 = -309955.451896
  nChanged 16
		SP:Iteration 21Q (127976.140000 sec): 3 clusters
  Score: Raw -312649.221692 + Penalty 2686.920911 = -309962.300781
  nChanged 16
		SP:Iteration 22Q (127976.310000 sec): 3 clusters
  Score: Raw -312654.082449 + Penalty 2686.920911 = -309967.161538
  nChanged 17
		SP:Iteration 23Q (127976.490000 sec): 3 clusters
  Score: Raw -312660.771919 + Penalty 2686.920911 = -309973.851008
  nChanged 20
		SP:Iteration 24Q (127976.660000 sec): 3 clusters
  Score: Raw -312668.320778 + Penalty 2686.920911 = -309981.399867
  nChanged 19
		SP:Iteration 25Q (127976.750000 sec): 3 clusters
  Score: Raw -312673.229320 + Penalty 2686.920911 = -309986.308408
  nChanged 14
		SP:Iteration 26Q (127976.820000 sec): 3 clusters
  Score: Raw -312677.442271 + Penalty 2686.920911 = -309990.521359
  nChanged 17
		SP:Iteration 27Q (127976.950000 sec): 3 clusters
  Score: Raw -312683.639477 + Penalty 2686.920911 = -309996.718565
  nChanged 21
		SP:Iteration 28Q (127977.030000 sec): 3 clusters
  Score: Raw -312695.998995 + Penalty 2686.920911 = -310009.078083
  nChanged 28
		SP:Iteration 29Q (127977.100000 sec): 3 clusters
  Score: Raw -312709.527835 + Penalty 2686.920911 = -310022.606924
  nChanged 32
		SP:Iteration 30Q (127977.180000 sec): 3 clusters
  Score: Raw -312721.530010 + Penalty 2686.920911 = -310034.609098
  nChanged 22
		SP:Iteration 31Q (127977.260000 sec): 3 clusters
  Score: Raw -312727.683564 + Penalty 2686.920911 = -310040.762653
  nChanged 19
		SP:Iteration 32Q (127977.340000 sec): 3 clusters
  Score: Raw -312732.992077 + Penalty 2686.920911 = -310046.071166
  nChanged 10
		SP:Iteration 33Q (127977.410000 sec): 3 clusters
  Score: Raw -312735.187378 + Penalty 2686.920911 = -310048.266467
  nChanged 9
		SP:Iteration 34Q (127977.490000 sec): 3 clusters
  Score: Raw -312739.200975 + Penalty 2686.920911 = -310052.280064
  nChanged 11
		SP:Iteration 35Q (127977.560000 sec): 3 clusters
  Score: Raw -312741.699486 + Penalty 2686.920911 = -310054.778575
  nChanged 6
		SP:Iteration 36Q (127977.640000 sec): 3 clusters
  Score: Raw -312743.511379 + Penalty 2686.920911 = -310056.590467
  nChanged 12
		SP:Iteration 37Q (127977.720000 sec): 3 clusters
  Score: Raw -312746.328553 + Penalty 2686.920911 = -310059.407641
  nChanged 5
		SP:Iteration 38Q (127977.790000 sec): 3 clusters
  Score: Raw -312747.656110 + Penalty 2686.920911 = -310060.735198
  nChanged 5
		SP:Iteration 39Q (127977.870000 sec): 3 clusters
  Score: Raw -312748.722518 + Penalty 2686.920911 = -310061.801607
  nChanged 1
		SP:Iteration 40F (127977.950000 sec): 3 clusters
  Score: Raw -312748.992983 + Penalty 2686.920911 = -310062.072072
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 92 (4808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127978.020000 sec): 2 clusters
  Score: Raw -355193.663779 + Penalty 1377.680927 = -353815.982852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127978.130000 sec): 3 clusters
  Score: Raw -352758.501220 + Penalty 2755.361855 = -350003.139365
  nChanged 1903
		SP:Iteration 1F (127978.230000 sec): 3 clusters
  Score: Raw -353940.563702 + Penalty 2755.361855 = -351185.201847
  nChanged 428
		SP:Iteration 2F (127978.320000 sec): 3 clusters
  Score: Raw -354261.272593 + Penalty 2755.361855 = -351505.910738
  nChanged 343
		SP:Iteration 3F (127978.400000 sec): 3 clusters
  Score: Raw -354520.021446 + Penalty 2755.361855 = -351764.659591
  nChanged 278
		SP:Iteration 4F (127978.480000 sec): 3 clusters
  Score: Raw -354709.400946 + Penalty 2755.361855 = -351954.039091
  nChanged 203
		SP:Iteration 5Q (127978.570000 sec): 3 clusters
  Score: Raw -354812.470551 + Penalty 2755.361855 = -352057.108696
  nChanged 138
		SP:Iteration 6Q (127978.670000 sec): 3 clusters
  Score: Raw -354868.466292 + Penalty 2755.361855 = -352113.104438
  nChanged 97
		SP:Iteration 7Q (127978.830000 sec): 3 clusters
  Score: Raw -354909.071204 + Penalty 2755.361855 = -352153.709349
  nChanged 86
		SP:Iteration 8Q (127978.910000 sec): 3 clusters
  Score: Raw -354945.592393 + Penalty 2755.361855 = -352190.230538
  nChanged 85
		SP:Iteration 9Q (127979.000000 sec): 3 clusters
  Score: Raw -354978.538326 + Penalty 2755.361855 = -352223.176471
  nChanged 66
		SP:Iteration 10Q (127979.100000 sec): 3 clusters
  Score: Raw -355005.092076 + Penalty 2755.361855 = -352249.730221
  nChanged 75
		SP:Iteration 11Q (127979.190000 sec): 3 clusters
  Score: Raw -355035.125114 + Penalty 2755.361855 = -352279.763259
  nChanged 61
		SP:Iteration 12Q (127979.280000 sec): 3 clusters
  Score: Raw -355066.596346 + Penalty 2755.361855 = -352311.234491
  nChanged 64
		SP:Iteration 13Q (127979.370000 sec): 3 clusters
  Score: Raw -355099.903457 + Penalty 2755.361855 = -352344.541602
  nChanged 57
		SP:Iteration 14Q (127979.460000 sec): 3 clusters
  Score: Raw -355131.105007 + Penalty 2755.361855 = -352375.743153
  nChanged 65
		SP:Iteration 15Q (127979.560000 sec): 3 clusters
  Score: Raw -355159.940328 + Penalty 2755.361855 = -352404.578474
  nChanged 65
		SP:Iteration 16Q (127979.640000 sec): 3 clusters
  Score: Raw -355186.678855 + Penalty 2755.361855 = -352431.317000
  nChanged 61
		SP:Iteration 17Q (127979.740000 sec): 3 clusters
  Score: Raw -355207.209788 + Penalty 2755.361855 = -352451.847933
  nChanged 50
		SP:Iteration 18Q (127979.830000 sec): 3 clusters
  Score: Raw -355221.694990 + Penalty 2755.361855 = -352466.333135
  nChanged 41
		SP:Iteration 19Q (127979.920000 sec): 3 clusters
  Score: Raw -355232.753402 + Penalty 2755.361855 = -352477.391547
  nChanged 30
		SP:Iteration 20F (127980.000000 sec): 3 clusters
  Score: Raw -355241.474387 + Penalty 2755.361855 = -352486.112532
  nChanged 28
		SP:Iteration 21Q (127980.090000 sec): 3 clusters
  Score: Raw -355249.083355 + Penalty 2755.361855 = -352493.721501
  nChanged 27
		SP:Iteration 22Q (127980.180000 sec): 3 clusters
  Score: Raw -355254.847425 + Penalty 2755.361855 = -352499.485571
  nChanged 29
		SP:Iteration 23Q (127980.280000 sec): 3 clusters
  Score: Raw -355265.134854 + Penalty 2755.361855 = -352509.772999
  nChanged 26
		SP:Iteration 24Q (127980.370000 sec): 3 clusters
  Score: Raw -355273.187082 + Penalty 2755.361855 = -352517.825228
  nChanged 25
		SP:Iteration 25Q (127980.460000 sec): 3 clusters
  Score: Raw -355281.384223 + Penalty 2755.361855 = -352526.022368
  nChanged 34
		SP:Iteration 26Q (127980.550000 sec): 3 clusters
  Score: Raw -355293.529037 + Penalty 2755.361855 = -352538.167182
  nChanged 46
		SP:Iteration 27Q (127980.640000 sec): 3 clusters
  Score: Raw -355310.309871 + Penalty 2755.361855 = -352554.948016
  nChanged 38
		SP:Iteration 28Q (127980.730000 sec): 3 clusters
  Score: Raw -355322.665398 + Penalty 2755.361855 = -352567.303543
  nChanged 33
		SP:Iteration 29Q (127980.820000 sec): 3 clusters
  Score: Raw -355333.033234 + Penalty 2755.361855 = -352577.671380
  nChanged 40
		SP:Iteration 30Q (127980.910000 sec): 3 clusters
  Score: Raw -355348.253473 + Penalty 2755.361855 = -352592.891618
  nChanged 41
		SP:Iteration 31Q (127981.000000 sec): 3 clusters
  Score: Raw -355369.317339 + Penalty 2755.361855 = -352613.955484
  nChanged 45
		SP:Iteration 32Q (127981.090000 sec): 3 clusters
  Score: Raw -355379.914919 + Penalty 2755.361855 = -352624.553065
  nChanged 21
		SP:Iteration 33Q (127981.180000 sec): 3 clusters
  Score: Raw -355385.625682 + Penalty 2755.361855 = -352630.263827
  nChanged 19
		SP:Iteration 34Q (127981.280000 sec): 3 clusters
  Score: Raw -355393.569558 + Penalty 2755.361855 = -352638.207704
  nChanged 23
		SP:Iteration 35Q (127981.370000 sec): 3 clusters
  Score: Raw -355403.041822 + Penalty 2755.361855 = -352647.679967
  nChanged 23
		SP:Iteration 36Q (127981.460000 sec): 3 clusters
  Score: Raw -355413.114959 + Penalty 2755.361855 = -352657.753104
  nChanged 34
		SP:Iteration 37Q (127981.550000 sec): 3 clusters
  Score: Raw -355430.617192 + Penalty 2755.361855 = -352675.255337
  nChanged 45
		SP:Iteration 38Q (127981.730000 sec): 3 clusters
  Score: Raw -355450.609808 + Penalty 2755.361855 = -352695.247953
  nChanged 40
		SP:Iteration 39Q (127981.860000 sec): 3 clusters
  Score: Raw -355464.831948 + Penalty 2755.361855 = -352709.470093
  nChanged 34
		SP:Iteration 40F (127982.040000 sec): 3 clusters
  Score: Raw -355477.677083 + Penalty 2755.361855 = -352722.315229
  nChanged 26
		SP:Iteration 41Q (127982.220000 sec): 3 clusters
  Score: Raw -355486.937889 + Penalty 2755.361855 = -352731.576034
  nChanged 31
		SP:Iteration 42Q (127982.390000 sec): 3 clusters
  Score: Raw -355495.741127 + Penalty 2755.361855 = -352740.379272
  nChanged 31
		SP:Iteration 43Q (127982.560000 sec): 3 clusters
  Score: Raw -355506.545663 + Penalty 2755.361855 = -352751.183808
  nChanged 22
		SP:Iteration 44Q (127982.740000 sec): 3 clusters
  Score: Raw -355512.935196 + Penalty 2755.361855 = -352757.573341
  nChanged 18
		SP:Iteration 45Q (127982.920000 sec): 3 clusters
  Score: Raw -355517.676556 + Penalty 2755.361855 = -352762.314701
  nChanged 20
		SP:Iteration 46Q (127983.090000 sec): 3 clusters
  Score: Raw -355523.312035 + Penalty 2755.361855 = -352767.950180
  nChanged 19
		SP:Iteration 47Q (127983.270000 sec): 3 clusters
  Score: Raw -355528.294027 + Penalty 2755.361855 = -352772.932172
  nChanged 13
		SP:Iteration 48Q (127983.440000 sec): 3 clusters
  Score: Raw -355531.398883 + Penalty 2755.361855 = -352776.037028
  nChanged 13
		SP:Iteration 49Q (127983.620000 sec): 3 clusters
  Score: Raw -355534.406397 + Penalty 2755.361855 = -352779.044543
  nChanged 8
		SP:Iteration 50Q (127983.800000 sec): 3 clusters
  Score: Raw -355535.809251 + Penalty 2755.361855 = -352780.447396
  nChanged 6
		SP:Iteration 51Q (127983.970000 sec): 3 clusters
  Score: Raw -355537.055881 + Penalty 2755.361855 = -352781.694027
  nChanged 5
		SP:Iteration 52Q (127984.140000 sec): 3 clusters
  Score: Raw -355538.160726 + Penalty 2755.361855 = -352782.798871
  nChanged 7
		SP:Iteration 53Q (127984.320000 sec): 3 clusters
  Score: Raw -355539.401824 + Penalty 2755.361855 = -352784.039969
  nChanged 4
		SP:Iteration 54Q (127984.500000 sec): 3 clusters
  Score: Raw -355539.945480 + Penalty 2755.361855 = -352784.583626
  nChanged 6
		SP:Iteration 55Q (127984.670000 sec): 3 clusters
  Score: Raw -355541.777965 + Penalty 2755.361855 = -352786.416110
  nChanged 8
		SP:Iteration 56Q (127984.850000 sec): 3 clusters
  Score: Raw -355544.320598 + Penalty 2755.361855 = -352788.958743
  nChanged 11
		SP:Iteration 57Q (127985.020000 sec): 3 clusters
  Score: Raw -355546.729601 + Penalty 2755.361855 = -352791.367747
  nChanged 7
		SP:Iteration 58Q (127985.200000 sec): 3 clusters
  Score: Raw -355548.357567 + Penalty 2755.361855 = -352792.995712
  nChanged 4
		SP:Iteration 59Q (127985.380000 sec): 3 clusters
  Score: Raw -355550.790105 + Penalty 2755.361855 = -352795.428250
  nChanged 9
		SP:Iteration 60F (127985.550000 sec): 3 clusters
  Score: Raw -355553.489756 + Penalty 2755.361855 = -352798.127901
  nChanged 5
		SP:Iteration 61Q (127985.720000 sec): 3 clusters
  Score: Raw -355554.711907 + Penalty 2755.361855 = -352799.350053
  nChanged 6
		SP:Iteration 62Q (127985.910000 sec): 3 clusters
  Score: Raw -355556.079479 + Penalty 2755.361855 = -352800.717624
  nChanged 6
		SP:Iteration 63Q (127986.080000 sec): 3 clusters
  Score: Raw -355557.906955 + Penalty 2755.361855 = -352802.545101
  nChanged 7
		SP:Iteration 64Q (127986.260000 sec): 3 clusters
  Score: Raw -355559.787541 + Penalty 2755.361855 = -352804.425686
  nChanged 4
		SP:Iteration 65Q (127986.440000 sec): 3 clusters
  Score: Raw -355561.595360 + Penalty 2755.361855 = -352806.233505
  nChanged 6
		SP:Iteration 66Q (127986.610000 sec): 3 clusters
  Score: Raw -355562.962780 + Penalty 2755.361855 = -352807.600925
  nChanged 2
		SP:Iteration 67Q (127986.790000 sec): 3 clusters
  Score: Raw -355563.352841 + Penalty 2755.361855 = -352807.990986
  nChanged 7
		SP:Iteration 68Q (127986.960000 sec): 3 clusters
  Score: Raw -355564.757149 + Penalty 2755.361855 = -352809.395294
  nChanged 5
		SP:Iteration 69Q (127987.140000 sec): 3 clusters
  Score: Raw -355566.153369 + Penalty 2755.361855 = -352810.791514
  nChanged 6
		SP:Iteration 70Q (127987.320000 sec): 3 clusters
  Score: Raw -355567.329824 + Penalty 2755.361855 = -352811.967969
  nChanged 8
		SP:Iteration 71Q (127987.490000 sec): 3 clusters
  Score: Raw -355569.323965 + Penalty 2755.361855 = -352813.962110
  nChanged 12
		SP:Iteration 72Q (127987.660000 sec): 3 clusters
  Score: Raw -355571.907872 + Penalty 2755.361855 = -352816.546017
  nChanged 6
		SP:Iteration 73Q (127987.840000 sec): 3 clusters
  Score: Raw -355573.123061 + Penalty 2755.361855 = -352817.761206
  nChanged 4
		SP:Iteration 74Q (127988.020000 sec): 3 clusters
  Score: Raw -355574.009761 + Penalty 2755.361855 = -352818.647906
  nChanged 3
		SP:Iteration 75Q (127988.190000 sec): 3 clusters
  Score: Raw -355574.612354 + Penalty 2755.361855 = -352819.250499
  nChanged 3
		SP:Iteration 76Q (127988.370000 sec): 3 clusters
  Score: Raw -355575.240622 + Penalty 2755.361855 = -352819.878767
  nChanged 3
		SP:Iteration 77Q (127988.540000 sec): 3 clusters
  Score: Raw -355576.042300 + Penalty 2755.361855 = -352820.680445
  nChanged 4
		SP:Iteration 78Q (127988.720000 sec): 3 clusters
  Score: Raw -355576.948311 + Penalty 2755.361855 = -352821.586456
  nChanged 3
		SP:Iteration 79Q (127988.890000 sec): 3 clusters
  Score: Raw -355577.730555 + Penalty 2755.361855 = -352822.368701
  nChanged 3
		SP:Iteration 80F (127988.980000 sec): 3 clusters
  Score: Raw -355578.371655 + Penalty 2755.361855 = -352823.009800
  nChanged 3
		SP:Iteration 81Q (127989.060000 sec): 3 clusters
  Score: Raw -355578.772631 + Penalty 2755.361855 = -352823.410777
  nChanged 1
		SP:Iteration 82Q (127989.150000 sec): 3 clusters
  Score: Raw -355578.957104 + Penalty 2755.361855 = -352823.595249
  nChanged 1
		SP:Iteration 83Q (127989.240000 sec): 3 clusters
  Score: Raw -355579.006918 + Penalty 2755.361855 = -352823.645063
  nChanged 0
		SP:Iteration 84F (127989.330000 sec): 3 clusters
  Score: Raw -355579.006918 + Penalty 2755.361855 = -352823.645063
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 93 (2532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127989.390000 sec): 2 clusters
  Score: Raw -194669.500063 + Penalty 1273.474277 = -193396.025786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127989.440000 sec): 3 clusters
  Score: Raw -193507.211717 + Penalty 2546.948555 = -190960.263163
  nChanged 932
		SP:Iteration 1F (127989.500000 sec): 3 clusters
  Score: Raw -194089.838218 + Penalty 2546.948555 = -191542.889664
  nChanged 235
		SP:Iteration 2F (127989.540000 sec): 3 clusters
  Score: Raw -194239.105700 + Penalty 2546.948555 = -191692.157146
  nChanged 116
		SP:Iteration 3Q (127989.590000 sec): 3 clusters
  Score: Raw -194328.652062 + Penalty 2546.948555 = -191781.703508
  nChanged 116
		SP:Iteration 4Q (127989.640000 sec): 3 clusters
  Score: Raw -194428.337275 + Penalty 2546.948555 = -191881.388720
  nChanged 110
		SP:Iteration 5Q (127989.690000 sec): 3 clusters
  Score: Raw -194530.188612 + Penalty 2546.948555 = -191983.240057
  nChanged 123
		SP:Iteration 6Q (127989.740000 sec): 3 clusters
  Score: Raw -194646.504124 + Penalty 2546.948555 = -192099.555569
  nChanged 104
		SP:Iteration 7Q (127989.790000 sec): 3 clusters
  Score: Raw -194752.589406 + Penalty 2546.948555 = -192205.640851
  nChanged 89
		SP:Iteration 8Q (127989.840000 sec): 3 clusters
  Score: Raw -194835.019806 + Penalty 2546.948555 = -192288.071251
  nChanged 90
		SP:Iteration 9Q (127989.890000 sec): 3 clusters
  Score: Raw -194914.457356 + Penalty 2546.948555 = -192367.508801
  nChanged 67
		SP:Iteration 10Q (127989.940000 sec): 3 clusters
  Score: Raw -194965.741533 + Penalty 2546.948555 = -192418.792978
  nChanged 63
		SP:Iteration 11Q (127989.990000 sec): 3 clusters
  Score: Raw -195018.951683 + Penalty 2546.948555 = -192472.003128
  nChanged 55
		SP:Iteration 12Q (127990.040000 sec): 3 clusters
  Score: Raw -195059.138614 + Penalty 2546.948555 = -192512.190060
  nChanged 39
		SP:Iteration 13Q (127990.090000 sec): 3 clusters
  Score: Raw -195090.630083 + Penalty 2546.948555 = -192543.681529
  nChanged 36
		SP:Iteration 14Q (127990.140000 sec): 3 clusters
  Score: Raw -195113.443435 + Penalty 2546.948555 = -192566.494881
  nChanged 36
		SP:Iteration 15Q (127990.190000 sec): 3 clusters
  Score: Raw -195132.147511 + Penalty 2546.948555 = -192585.198957
  nChanged 26
		SP:Iteration 16Q (127990.240000 sec): 3 clusters
  Score: Raw -195149.200395 + Penalty 2546.948555 = -192602.251840
  nChanged 25
		SP:Iteration 17Q (127990.290000 sec): 3 clusters
  Score: Raw -195160.624136 + Penalty 2546.948555 = -192613.675581
  nChanged 28
		SP:Iteration 18Q (127990.340000 sec): 3 clusters
  Score: Raw -195174.968868 + Penalty 2546.948555 = -192628.020313
  nChanged 21
		SP:Iteration 19Q (127990.390000 sec): 3 clusters
  Score: Raw -195184.723957 + Penalty 2546.948555 = -192637.775402
  nChanged 13
		SP:Iteration 20F (127990.440000 sec): 3 clusters
  Score: Raw -195191.388282 + Penalty 2546.948555 = -192644.439727
  nChanged 16
		SP:Iteration 21Q (127990.480000 sec): 3 clusters
  Score: Raw -195199.047188 + Penalty 2546.948555 = -192652.098634
  nChanged 19
		SP:Iteration 22Q (127990.540000 sec): 3 clusters
  Score: Raw -195207.739363 + Penalty 2546.948555 = -192660.790809
  nChanged 15
		SP:Iteration 23Q (127990.580000 sec): 3 clusters
  Score: Raw -195220.049007 + Penalty 2546.948555 = -192673.100452
  nChanged 21
		SP:Iteration 24Q (127990.640000 sec): 3 clusters
  Score: Raw -195237.824007 + Penalty 2546.948555 = -192690.875453
  nChanged 25
		SP:Iteration 25Q (127990.680000 sec): 3 clusters
  Score: Raw -195262.642907 + Penalty 2546.948555 = -192715.694352
  nChanged 28
		SP:Iteration 26Q (127990.730000 sec): 3 clusters
  Score: Raw -195277.648715 + Penalty 2546.948555 = -192730.700161
  nChanged 23
		SP:Iteration 27Q (127990.780000 sec): 3 clusters
  Score: Raw -195291.380108 + Penalty 2546.948555 = -192744.431553
  nChanged 24
		SP:Iteration 28Q (127990.830000 sec): 3 clusters
  Score: Raw -195308.166803 + Penalty 2546.948555 = -192761.218248
  nChanged 26
		SP:Iteration 29Q (127990.880000 sec): 3 clusters
  Score: Raw -195324.190084 + Penalty 2546.948555 = -192777.241529
  nChanged 28
		SP:Iteration 30Q (127990.930000 sec): 3 clusters
  Score: Raw -195350.043719 + Penalty 2546.948555 = -192803.095164
  nChanged 21
		SP:Iteration 31Q (127990.980000 sec): 3 clusters
  Score: Raw -195364.547660 + Penalty 2546.948555 = -192817.599105
  nChanged 22
		SP:Iteration 32Q (127991.030000 sec): 3 clusters
  Score: Raw -195382.574881 + Penalty 2546.948555 = -192835.626326
  nChanged 22
		SP:Iteration 33Q (127991.080000 sec): 3 clusters
  Score: Raw -195396.602594 + Penalty 2546.948555 = -192849.654040
  nChanged 19
		SP:Iteration 34Q (127991.130000 sec): 3 clusters
  Score: Raw -195406.125012 + Penalty 2546.948555 = -192859.176457
  nChanged 12
		SP:Iteration 35Q (127991.180000 sec): 3 clusters
  Score: Raw -195410.484972 + Penalty 2546.948555 = -192863.536417
  nChanged 5
		SP:Iteration 36Q (127991.230000 sec): 3 clusters
  Score: Raw -195412.191147 + Penalty 2546.948555 = -192865.242593
  nChanged 3
		SP:Iteration 37Q (127991.280000 sec): 3 clusters
  Score: Raw -195412.711609 + Penalty 2546.948555 = -192865.763054
  nChanged 2
		SP:Iteration 38Q (127991.330000 sec): 3 clusters
  Score: Raw -195413.305043 + Penalty 2546.948555 = -192866.356488
  nChanged 3
		SP:Iteration 39Q (127991.440000 sec): 3 clusters
  Score: Raw -195414.147409 + Penalty 2546.948555 = -192867.198854
  nChanged 0
		SP:Iteration 40F (127991.490000 sec): 3 clusters
  Score: Raw -195414.147409 + Penalty 2546.948555 = -192867.198854
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 94 (9481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127991.620000 sec): 2 clusters
  Score: Raw -729777.710250 + Penalty 1488.019825 = -728289.690425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127991.860000 sec): 3 clusters
  Score: Raw -724433.252536 + Penalty 2976.039649 = -721457.212886
  nChanged 4068
		SP:Iteration 1F (127992.080000 sec): 3 clusters
  Score: Raw -726889.736377 + Penalty 2976.039649 = -723913.696728
  nChanged 758
		SP:Iteration 2F (127992.320000 sec): 3 clusters
  Score: Raw -727400.722723 + Penalty 2976.039649 = -724424.683074
  nChanged 670
		SP:Iteration 3F (127992.550000 sec): 3 clusters
  Score: Raw -727816.739871 + Penalty 2976.039649 = -724840.700221
  nChanged 567
		SP:Iteration 4F (127992.790000 sec): 3 clusters
  Score: Raw -728130.994061 + Penalty 2976.039649 = -725154.954411
  nChanged 417
		SP:Iteration 5Q (127993.020000 sec): 3 clusters
  Score: Raw -728336.873798 + Penalty 2976.039649 = -725360.834149
  nChanged 351
		SP:Iteration 6Q (127993.260000 sec): 3 clusters
  Score: Raw -728469.430868 + Penalty 2976.039649 = -725493.391218
  nChanged 250
		SP:Iteration 7Q (127993.490000 sec): 3 clusters
  Score: Raw -728551.039946 + Penalty 2976.039649 = -725575.000296
  nChanged 218
		SP:Iteration 8Q (127993.730000 sec): 3 clusters
  Score: Raw -728619.774137 + Penalty 2976.039649 = -725643.734487
  nChanged 198
		SP:Iteration 9Q (127993.960000 sec): 3 clusters
  Score: Raw -728679.232818 + Penalty 2976.039649 = -725703.193169
  nChanged 180
		SP:Iteration 10Q (127994.100000 sec): 3 clusters
  Score: Raw -728739.735618 + Penalty 2976.039649 = -725763.695969
  nChanged 162
		SP:Iteration 11Q (127994.260000 sec): 3 clusters
  Score: Raw -728790.612412 + Penalty 2976.039649 = -725814.572763
  nChanged 155
		SP:Iteration 12Q (127994.420000 sec): 3 clusters
  Score: Raw -728839.379905 + Penalty 2976.039649 = -725863.340255
  nChanged 150
		SP:Iteration 13Q (127994.570000 sec): 3 clusters
  Score: Raw -728884.290957 + Penalty 2976.039649 = -725908.251308
  nChanged 147
		SP:Iteration 14Q (127994.800000 sec): 3 clusters
  Score: Raw -728933.729362 + Penalty 2976.039649 = -725957.689713
  nChanged 136
		SP:Iteration 15Q (127995.070000 sec): 3 clusters
  Score: Raw -728972.898084 + Penalty 2976.039649 = -725996.858435
  nChanged 137
		SP:Iteration 16Q (127995.280000 sec): 3 clusters
  Score: Raw -729010.223515 + Penalty 2976.039649 = -726034.183866
  nChanged 124
		SP:Iteration 17Q (127995.470000 sec): 3 clusters
  Score: Raw -729042.478025 + Penalty 2976.039649 = -726066.438376
  nChanged 125
		SP:Iteration 18Q (127995.620000 sec): 3 clusters
  Score: Raw -729070.276619 + Penalty 2976.039649 = -726094.236970
  nChanged 97
		SP:Iteration 19Q (127995.850000 sec): 3 clusters
  Score: Raw -729092.325708 + Penalty 2976.039649 = -726116.286059
  nChanged 86
		SP:Iteration 20F (127996.080000 sec): 3 clusters
  Score: Raw -729109.180187 + Penalty 2976.039649 = -726133.140538
  nChanged 72
		SP:Iteration 21Q (127996.310000 sec): 3 clusters
  Score: Raw -729123.220298 + Penalty 2976.039649 = -726147.180648
  nChanged 66
		SP:Iteration 22Q (127996.540000 sec): 3 clusters
  Score: Raw -729134.416261 + Penalty 2976.039649 = -726158.376612
  nChanged 62
		SP:Iteration 23Q (127996.770000 sec): 3 clusters
  Score: Raw -729144.482947 + Penalty 2976.039649 = -726168.443297
  nChanged 64
		SP:Iteration 24Q (127997.000000 sec): 3 clusters
  Score: Raw -729159.074946 + Penalty 2976.039649 = -726183.035297
  nChanged 67
		SP:Iteration 25Q (127997.230000 sec): 3 clusters
  Score: Raw -729174.906465 + Penalty 2976.039649 = -726198.866815
  nChanged 83
		SP:Iteration 26Q (127997.440000 sec): 3 clusters
  Score: Raw -729197.139773 + Penalty 2976.039649 = -726221.100124
  nChanged 88
		SP:Iteration 27Q (127997.660000 sec): 3 clusters
  Score: Raw -729221.316382 + Penalty 2976.039649 = -726245.276733
  nChanged 93
		SP:Iteration 28Q (127997.870000 sec): 3 clusters
  Score: Raw -729242.936374 + Penalty 2976.039649 = -726266.896725
  nChanged 90
		SP:Iteration 29Q (127998.080000 sec): 3 clusters
  Score: Raw -729262.699715 + Penalty 2976.039649 = -726286.660065
  nChanged 78
		SP:Iteration 30Q (127998.300000 sec): 3 clusters
  Score: Raw -729281.605780 + Penalty 2976.039649 = -726305.566130
  nChanged 83
		SP:Iteration 31Q (127998.510000 sec): 3 clusters
  Score: Raw -729301.280045 + Penalty 2976.039649 = -726325.240396
  nChanged 82
		SP:Iteration 32Q (127998.740000 sec): 3 clusters
  Score: Raw -729321.426793 + Penalty 2976.039649 = -726345.387144
  nChanged 88
		SP:Iteration 33Q (127998.970000 sec): 3 clusters
  Score: Raw -729340.468866 + Penalty 2976.039649 = -726364.429216
  nChanged 77
		SP:Iteration 34Q (127999.200000 sec): 3 clusters
  Score: Raw -729358.152987 + Penalty 2976.039649 = -726382.113338
  nChanged 89
		SP:Iteration 35Q (127999.430000 sec): 3 clusters
  Score: Raw -729379.802600 + Penalty 2976.039649 = -726403.762951
  nChanged 92
		SP:Iteration 36Q (127999.660000 sec): 3 clusters
  Score: Raw -729401.304735 + Penalty 2976.039649 = -726425.265086
  nChanged 87
		SP:Iteration 37Q (127999.890000 sec): 3 clusters
  Score: Raw -729421.326250 + Penalty 2976.039649 = -726445.286601
  nChanged 84
		SP:Iteration 38Q (128000.120000 sec): 3 clusters
  Score: Raw -729442.102009 + Penalty 2976.039649 = -726466.062360
  nChanged 76
		SP:Iteration 39Q (128000.350000 sec): 3 clusters
  Score: Raw -729462.483727 + Penalty 2976.039649 = -726486.444077
  nChanged 81
		SP:Iteration 40F (128000.580000 sec): 3 clusters
  Score: Raw -729482.312667 + Penalty 2976.039649 = -726506.273017
  nChanged 84
		SP:Iteration 41Q (128000.800000 sec): 3 clusters
  Score: Raw -729506.228871 + Penalty 2976.039649 = -726530.189221
  nChanged 91
		SP:Iteration 42Q (128001.040000 sec): 3 clusters
  Score: Raw -729529.631337 + Penalty 2976.039649 = -726553.591688
  nChanged 82
		SP:Iteration 43Q (128001.260000 sec): 3 clusters
  Score: Raw -729553.747428 + Penalty 2976.039649 = -726577.707779
  nChanged 94
		SP:Iteration 44Q (128001.500000 sec): 3 clusters
  Score: Raw -729581.450476 + Penalty 2976.039649 = -726605.410826
  nChanged 96
		SP:Iteration 45Q (128001.730000 sec): 3 clusters
  Score: Raw -729612.336192 + Penalty 2976.039649 = -726636.296542
  nChanged 98
		SP:Iteration 46Q (128001.960000 sec): 3 clusters
  Score: Raw -729643.836373 + Penalty 2976.039649 = -726667.796723
  nChanged 93
		SP:Iteration 47Q (128002.190000 sec): 3 clusters
  Score: Raw -729679.888151 + Penalty 2976.039649 = -726703.848501
  nChanged 98
		SP:Iteration 48Q (128002.420000 sec): 3 clusters
  Score: Raw -729713.523888 + Penalty 2976.039649 = -726737.484239
  nChanged 89
		SP:Iteration 49Q (128002.650000 sec): 3 clusters
  Score: Raw -729740.328268 + Penalty 2976.039649 = -726764.288619
  nChanged 82
		SP:Iteration 50Q (128002.880000 sec): 3 clusters
  Score: Raw -729763.922554 + Penalty 2976.039649 = -726787.882905
  nChanged 68
		SP:Iteration 51Q (128003.070000 sec): 3 clusters
  Score: Raw -729778.443090 + Penalty 2976.039649 = -726802.403441
  nChanged 58
		SP:Iteration 52Q (128003.300000 sec): 3 clusters
  Score: Raw -729791.294599 + Penalty 2976.039649 = -726815.254950
  nChanged 56
		SP:Iteration 53Q (128003.530000 sec): 3 clusters
  Score: Raw -729805.773164 + Penalty 2976.039649 = -726829.733514
  nChanged 58
		SP:Iteration 54Q (128003.770000 sec): 3 clusters
  Score: Raw -729818.038421 + Penalty 2976.039649 = -726841.998771
  nChanged 45
		SP:Iteration 55Q (128004.010000 sec): 3 clusters
  Score: Raw -729826.461011 + Penalty 2976.039649 = -726850.421361
  nChanged 44
		SP:Iteration 56Q (128004.240000 sec): 3 clusters
  Score: Raw -729835.300413 + Penalty 2976.039649 = -726859.260764
  nChanged 44
		SP:Iteration 57Q (128004.470000 sec): 3 clusters
  Score: Raw -729843.323712 + Penalty 2976.039649 = -726867.284062
  nChanged 40
		SP:Iteration 58Q (128004.710000 sec): 3 clusters
  Score: Raw -729851.689399 + Penalty 2976.039649 = -726875.649750
  nChanged 33
		SP:Iteration 59Q (128004.940000 sec): 3 clusters
  Score: Raw -729857.605962 + Penalty 2976.039649 = -726881.566312
  nChanged 36
		SP:Iteration 60F (128005.170000 sec): 3 clusters
  Score: Raw -729866.192210 + Penalty 2976.039649 = -726890.152561
  nChanged 36
		SP:Iteration 61Q (128005.410000 sec): 3 clusters
  Score: Raw -729874.477175 + Penalty 2976.039649 = -726898.437525
  nChanged 37
		SP:Iteration 62Q (128005.640000 sec): 3 clusters
  Score: Raw -729883.041412 + Penalty 2976.039649 = -726907.001763
  nChanged 37
		SP:Iteration 63Q (128005.880000 sec): 3 clusters
  Score: Raw -729890.266586 + Penalty 2976.039649 = -726914.226937
  nChanged 28
		SP:Iteration 64Q (128006.110000 sec): 3 clusters
  Score: Raw -729896.933058 + Penalty 2976.039649 = -726920.893409
  nChanged 27
		SP:Iteration 65Q (128006.350000 sec): 3 clusters
  Score: Raw -729902.920969 + Penalty 2976.039649 = -726926.881320
  nChanged 29
		SP:Iteration 66Q (128006.580000 sec): 3 clusters
  Score: Raw -729909.036275 + Penalty 2976.039649 = -726932.996625
  nChanged 30
		SP:Iteration 67Q (128006.820000 sec): 3 clusters
  Score: Raw -729914.504541 + Penalty 2976.039649 = -726938.464891
  nChanged 31
		SP:Iteration 68Q (128007.010000 sec): 3 clusters
  Score: Raw -729921.235855 + Penalty 2976.039649 = -726945.196206
  nChanged 40
		SP:Iteration 69Q (128007.240000 sec): 3 clusters
  Score: Raw -729931.300532 + Penalty 2976.039649 = -726955.260883
  nChanged 33
		SP:Iteration 70Q (128007.430000 sec): 3 clusters
  Score: Raw -729938.152903 + Penalty 2976.039649 = -726962.113254
  nChanged 32
		SP:Iteration 71Q (128007.620000 sec): 3 clusters
  Score: Raw -729945.649345 + Penalty 2976.039649 = -726969.609695
  nChanged 38
		SP:Iteration 72Q (128007.850000 sec): 3 clusters
  Score: Raw -729954.607783 + Penalty 2976.039649 = -726978.568134
  nChanged 37
		SP:Iteration 73Q (128008.090000 sec): 3 clusters
  Score: Raw -729961.963070 + Penalty 2976.039649 = -726985.923421
  nChanged 22
		SP:Iteration 74Q (128008.320000 sec): 3 clusters
  Score: Raw -729967.040035 + Penalty 2976.039649 = -726991.000385
  nChanged 30
		SP:Iteration 75Q (128008.560000 sec): 3 clusters
  Score: Raw -729977.049643 + Penalty 2976.039649 = -727001.009994
  nChanged 34
		SP:Iteration 76Q (128008.750000 sec): 3 clusters
  Score: Raw -729985.760023 + Penalty 2976.039649 = -727009.720374
  nChanged 35
		SP:Iteration 77Q (128008.990000 sec): 3 clusters
  Score: Raw -729993.308525 + Penalty 2976.039649 = -727017.268876
  nChanged 37
		SP:Iteration 78Q (128009.170000 sec): 3 clusters
  Score: Raw -730003.917702 + Penalty 2976.039649 = -727027.878053
  nChanged 40
		SP:Iteration 79Q (128009.410000 sec): 3 clusters
  Score: Raw -730014.300327 + Penalty 2976.039649 = -727038.260678
  nChanged 41
		SP:Iteration 80F (128009.640000 sec): 3 clusters
  Score: Raw -730026.539284 + Penalty 2976.039649 = -727050.499635
  nChanged 44
		SP:Iteration 81Q (128009.870000 sec): 3 clusters
  Score: Raw -730039.020506 + Penalty 2976.039649 = -727062.980856
  nChanged 37
		SP:Iteration 82Q (128010.060000 sec): 3 clusters
  Score: Raw -730046.852220 + Penalty 2976.039649 = -727070.812571
  nChanged 39
		SP:Iteration 83Q (128010.290000 sec): 3 clusters
  Score: Raw -730056.414588 + Penalty 2976.039649 = -727080.374939
  nChanged 39
		SP:Iteration 84Q (128010.530000 sec): 3 clusters
  Score: Raw -730064.305211 + Penalty 2976.039649 = -727088.265562
  nChanged 26
		SP:Iteration 85Q (128010.760000 sec): 3 clusters
  Score: Raw -730068.867560 + Penalty 2976.039649 = -727092.827911
  nChanged 23
		SP:Iteration 86Q (128011.000000 sec): 3 clusters
  Score: Raw -730074.620909 + Penalty 2976.039649 = -727098.581260
  nChanged 25
		SP:Iteration 87Q (128011.230000 sec): 3 clusters
  Score: Raw -730080.738440 + Penalty 2976.039649 = -727104.698790
  nChanged 21
		SP:Iteration 88Q (128011.460000 sec): 3 clusters
  Score: Raw -730087.290552 + Penalty 2976.039649 = -727111.250903
  nChanged 23
		SP:Iteration 89Q (128011.700000 sec): 3 clusters
  Score: Raw -730092.553187 + Penalty 2976.039649 = -727116.513538
  nChanged 17
		SP:Iteration 90Q (128011.940000 sec): 3 clusters
  Score: Raw -730096.024072 + Penalty 2976.039649 = -727119.984422
  nChanged 16
		SP:Iteration 91Q (128012.170000 sec): 3 clusters
  Score: Raw -730098.594537 + Penalty 2976.039649 = -727122.554888
  nChanged 15
		SP:Iteration 92Q (128012.440000 sec): 3 clusters
  Score: Raw -730100.998142 + Penalty 2976.039649 = -727124.958493
  nChanged 15
		SP:Iteration 93Q (128012.580000 sec): 3 clusters
  Score: Raw -730103.094452 + Penalty 2976.039649 = -727127.054803
  nChanged 16
		SP:Iteration 94Q (128012.730000 sec): 3 clusters
  Score: Raw -730105.334099 + Penalty 2976.039649 = -727129.294450
  nChanged 8
		SP:Iteration 95Q (128012.940000 sec): 3 clusters
  Score: Raw -730106.815806 + Penalty 2976.039649 = -727130.776157
  nChanged 13
		SP:Iteration 96Q (128013.130000 sec): 3 clusters
  Score: Raw -730109.546373 + Penalty 2976.039649 = -727133.506723
  nChanged 15
		SP:Iteration 97Q (128013.320000 sec): 3 clusters
  Score: Raw -730115.083695 + Penalty 2976.039649 = -727139.044046
  nChanged 24
		SP:Iteration 98Q (128013.510000 sec): 3 clusters
  Score: Raw -730121.141247 + Penalty 2976.039649 = -727145.101597
  nChanged 25
		SP:Iteration 99Q (128013.750000 sec): 3 clusters
  Score: Raw -730128.091487 + Penalty 2976.039649 = -727152.051838
  nChanged 23
		SP:Iteration 100F (128013.930000 sec): 3 clusters
  Score: Raw -730132.347133 + Penalty 2976.039649 = -727156.307484
  nChanged 23
		SP:Iteration 101Q (128014.120000 sec): 3 clusters
  Score: Raw -730137.517733 + Penalty 2976.039649 = -727161.478084
  nChanged 17
		SP:Iteration 102Q (128014.260000 sec): 3 clusters
  Score: Raw -730141.556521 + Penalty 2976.039649 = -727165.516871
  nChanged 18
		SP:Iteration 103Q (128014.470000 sec): 3 clusters
  Score: Raw -730145.799504 + Penalty 2976.039649 = -727169.759854
  nChanged 14
		SP:Iteration 104Q (128014.700000 sec): 3 clusters
  Score: Raw -730148.493937 + Penalty 2976.039649 = -727172.454288
  nChanged 14
		SP:Iteration 105Q (128014.980000 sec): 3 clusters
  Score: Raw -730152.423308 + Penalty 2976.039649 = -727176.383658
  nChanged 16
		SP:Iteration 106Q (128015.130000 sec): 3 clusters
  Score: Raw -730157.812219 + Penalty 2976.039649 = -727181.772570
  nChanged 23
		SP:Iteration 107Q (128015.280000 sec): 3 clusters
  Score: Raw -730166.474848 + Penalty 2976.039649 = -727190.435198
  nChanged 32
		SP:Iteration 108Q (128015.490000 sec): 3 clusters
  Score: Raw -730172.899472 + Penalty 2976.039649 = -727196.859823
  nChanged 15
		SP:Iteration 109Q (128015.720000 sec): 3 clusters
  Score: Raw -730176.308874 + Penalty 2976.039649 = -727200.269225
  nChanged 17
		SP:Iteration 110Q (128015.950000 sec): 3 clusters
  Score: Raw -730179.162392 + Penalty 2976.039649 = -727203.122743
  nChanged 9
		SP:Iteration 111Q (128016.180000 sec): 3 clusters
  Score: Raw -730180.715859 + Penalty 2976.039649 = -727204.676209
  nChanged 7
		SP:Iteration 112Q (128016.420000 sec): 3 clusters
  Score: Raw -730181.586538 + Penalty 2976.039649 = -727205.546888
  nChanged 6
		SP:Iteration 113Q (128016.650000 sec): 3 clusters
  Score: Raw -730182.594712 + Penalty 2976.039649 = -727206.555063
  nChanged 7
		SP:Iteration 114Q (128016.880000 sec): 3 clusters
  Score: Raw -730184.021317 + Penalty 2976.039649 = -727207.981667
  nChanged 9
		SP:Iteration 115Q (128017.110000 sec): 3 clusters
  Score: Raw -730186.301901 + Penalty 2976.039649 = -727210.262252
  nChanged 6
		SP:Iteration 116Q (128017.350000 sec): 3 clusters
  Score: Raw -730187.502419 + Penalty 2976.039649 = -727211.462770
  nChanged 6
		SP:Iteration 117Q (128017.620000 sec): 3 clusters
  Score: Raw -730188.914019 + Penalty 2976.039649 = -727212.874370
  nChanged 2
		SP:Iteration 118Q (128017.810000 sec): 3 clusters
  Score: Raw -730189.068982 + Penalty 2976.039649 = -727213.029332
  nChanged 1
		SP:Iteration 119Q (128018.040000 sec): 3 clusters
  Score: Raw -730189.378723 + Penalty 2976.039649 = -727213.339073
  nChanged 2
		SP:Iteration 120F (128018.270000 sec): 3 clusters
  Score: Raw -730189.666144 + Penalty 2976.039649 = -727213.626495
  nChanged 1
		SP:Iteration 121Q (128018.500000 sec): 3 clusters
  Score: Raw -730189.962886 + Penalty 2976.039649 = -727213.923236
  nChanged 5
		SP:Iteration 122Q (128018.710000 sec): 3 clusters
  Score: Raw -730190.984644 + Penalty 2976.039649 = -727214.944995
  nChanged 5
		SP:Iteration 123Q (128018.950000 sec): 3 clusters
  Score: Raw -730191.509638 + Penalty 2976.039649 = -727215.469989
  nChanged 4
		SP:Iteration 124Q (128019.130000 sec): 3 clusters
  Score: Raw -730192.016612 + Penalty 2976.039649 = -727215.976962
  nChanged 3
		SP:Iteration 125Q (128019.370000 sec): 3 clusters
  Score: Raw -730192.539167 + Penalty 2976.039649 = -727216.499517
  nChanged 5
		SP:Iteration 126Q (128019.550000 sec): 3 clusters
  Score: Raw -730193.254829 + Penalty 2976.039649 = -727217.215180
  nChanged 5
		SP:Iteration 127Q (128019.740000 sec): 3 clusters
  Score: Raw -730196.081408 + Penalty 2976.039649 = -727220.041759
  nChanged 13
		SP:Iteration 128Q (128019.970000 sec): 3 clusters
  Score: Raw -730199.771462 + Penalty 2976.039649 = -727223.731812
  nChanged 20
		SP:Iteration 129Q (128020.170000 sec): 3 clusters
  Score: Raw -730207.837127 + Penalty 2976.039649 = -727231.797478
  nChanged 17
		SP:Iteration 130Q (128020.400000 sec): 3 clusters
  Score: Raw -730212.481801 + Penalty 2976.039649 = -727236.442152
  nChanged 16
		SP:Iteration 131Q (128020.590000 sec): 3 clusters
  Score: Raw -730216.469836 + Penalty 2976.039649 = -727240.430186
  nChanged 18
		SP:Iteration 132Q (128020.780000 sec): 3 clusters
  Score: Raw -730222.953710 + Penalty 2976.039649 = -727246.914061
  nChanged 23
		SP:Iteration 133Q (128020.970000 sec): 3 clusters
  Score: Raw -730230.258554 + Penalty 2976.039649 = -727254.218905
  nChanged 18
		SP:Iteration 134Q (128021.210000 sec): 3 clusters
  Score: Raw -730235.195203 + Penalty 2976.039649 = -727259.155554
  nChanged 15
		SP:Iteration 135Q (128021.390000 sec): 3 clusters
  Score: Raw -730240.665535 + Penalty 2976.039649 = -727264.625886
  nChanged 18
		SP:Iteration 136Q (128021.580000 sec): 3 clusters
  Score: Raw -730247.596069 + Penalty 2976.039649 = -727271.556420
  nChanged 20
		SP:Iteration 137Q (128021.770000 sec): 3 clusters
  Score: Raw -730259.047111 + Penalty 2976.039649 = -727283.007461
  nChanged 33
		SP:Iteration 138Q (128022.010000 sec): 3 clusters
  Score: Raw -730277.927837 + Penalty 2976.039649 = -727301.888188
  nChanged 32
		SP:Iteration 139Q (128022.190000 sec): 3 clusters
  Score: Raw -730294.973618 + Penalty 2976.039649 = -727318.933968
  nChanged 30
		SP:Iteration 140F (128022.380000 sec): 3 clusters
  Score: Raw -730303.873477 + Penalty 2976.039649 = -727327.833828
  nChanged 25
		SP:Iteration 141Q (128022.570000 sec): 3 clusters
  Score: Raw -730308.712389 + Penalty 2976.039649 = -727332.672739
  nChanged 7
		SP:Iteration 142Q (128022.810000 sec): 3 clusters
  Score: Raw -730310.122684 + Penalty 2976.039649 = -727334.083035
  nChanged 5
		SP:Iteration 143Q (128023.000000 sec): 3 clusters
  Score: Raw -730310.678417 + Penalty 2976.039649 = -727334.638767
  nChanged 1
		SP:Iteration 144Q (128023.180000 sec): 3 clusters
  Score: Raw -730310.764256 + Penalty 2976.039649 = -727334.724607
  nChanged 2
		SP:Iteration 145Q (128023.370000 sec): 3 clusters
  Score: Raw -730311.056577 + Penalty 2976.039649 = -727335.016928
  nChanged 0
		SP:Iteration 146F (128023.610000 sec): 3 clusters
  Score: Raw -730311.056577 + Penalty 2976.039649 = -727335.016928
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 95 (5610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128023.720000 sec): 2 clusters
  Score: Raw -473629.560189 + Penalty 1402.749725 = -472226.810465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128023.960000 sec): 3 clusters
  Score: Raw -470703.201827 + Penalty 2805.499450 = -467897.702377
  nChanged 2301
		SP:Iteration 1F (128024.150000 sec): 3 clusters
  Score: Raw -472260.332514 + Penalty 2805.499450 = -469454.833065
  nChanged 497
		SP:Iteration 2F (128024.330000 sec): 3 clusters
  Score: Raw -472658.831737 + Penalty 2805.499450 = -469853.332287
  nChanged 367
		SP:Iteration 3F (128024.500000 sec): 3 clusters
  Score: Raw -472900.364086 + Penalty 2805.499450 = -470094.864637
  nChanged 308
		SP:Iteration 4F (128024.670000 sec): 3 clusters
  Score: Raw -473092.571124 + Penalty 2805.499450 = -470287.071675
  nChanged 238
		SP:Iteration 5Q (128024.840000 sec): 3 clusters
  Score: Raw -473225.334368 + Penalty 2805.499450 = -470419.834918
  nChanged 208
		SP:Iteration 6Q (128025.010000 sec): 3 clusters
  Score: Raw -473339.671112 + Penalty 2805.499450 = -470534.171662
  nChanged 177
		SP:Iteration 7Q (128025.190000 sec): 3 clusters
  Score: Raw -473431.717891 + Penalty 2805.499450 = -470626.218441
  nChanged 157
		SP:Iteration 8Q (128025.360000 sec): 3 clusters
  Score: Raw -473503.743750 + Penalty 2805.499450 = -470698.244301
  nChanged 99
		SP:Iteration 9Q (128025.530000 sec): 3 clusters
  Score: Raw -473540.487051 + Penalty 2805.499450 = -470734.987602
  nChanged 80
		SP:Iteration 10Q (128025.700000 sec): 3 clusters
  Score: Raw -473569.252743 + Penalty 2805.499450 = -470763.753293
  nChanged 76
		SP:Iteration 11Q (128025.870000 sec): 3 clusters
  Score: Raw -473603.633199 + Penalty 2805.499450 = -470798.133749
  nChanged 91
		SP:Iteration 12Q (128026.050000 sec): 3 clusters
  Score: Raw -473640.481208 + Penalty 2805.499450 = -470834.981758
  nChanged 84
		SP:Iteration 13Q (128026.220000 sec): 3 clusters
  Score: Raw -473677.043586 + Penalty 2805.499450 = -470871.544137
  nChanged 88
		SP:Iteration 14Q (128026.390000 sec): 3 clusters
  Score: Raw -473710.575411 + Penalty 2805.499450 = -470905.075961
  nChanged 82
		SP:Iteration 15Q (128026.560000 sec): 3 clusters
  Score: Raw -473752.861003 + Penalty 2805.499450 = -470947.361554
  nChanged 91
		SP:Iteration 16Q (128026.730000 sec): 3 clusters
  Score: Raw -473797.724366 + Penalty 2805.499450 = -470992.224917
  nChanged 86
		SP:Iteration 17Q (128026.900000 sec): 3 clusters
  Score: Raw -473838.615025 + Penalty 2805.499450 = -471033.115576
  nChanged 83
		SP:Iteration 18Q (128027.070000 sec): 3 clusters
  Score: Raw -473877.815174 + Penalty 2805.499450 = -471072.315725
  nChanged 82
		SP:Iteration 19Q (128027.250000 sec): 3 clusters
  Score: Raw -473911.162352 + Penalty 2805.499450 = -471105.662903
  nChanged 68
		SP:Iteration 20F (128027.420000 sec): 3 clusters
  Score: Raw -473945.536349 + Penalty 2805.499450 = -471140.036900
  nChanged 71
		SP:Iteration 21Q (128027.590000 sec): 3 clusters
  Score: Raw -473974.523288 + Penalty 2805.499450 = -471169.023838
  nChanged 55
		SP:Iteration 22Q (128027.760000 sec): 3 clusters
  Score: Raw -473994.189318 + Penalty 2805.499450 = -471188.689868
  nChanged 50
		SP:Iteration 23Q (128027.930000 sec): 3 clusters
  Score: Raw -474011.811916 + Penalty 2805.499450 = -471206.312467
  nChanged 49
		SP:Iteration 24Q (128028.110000 sec): 3 clusters
  Score: Raw -474033.871372 + Penalty 2805.499450 = -471228.371923
  nChanged 51
		SP:Iteration 25Q (128028.280000 sec): 3 clusters
  Score: Raw -474053.412841 + Penalty 2805.499450 = -471247.913392
  nChanged 42
		SP:Iteration 26Q (128028.450000 sec): 3 clusters
  Score: Raw -474072.032410 + Penalty 2805.499450 = -471266.532960
  nChanged 41
		SP:Iteration 27Q (128028.620000 sec): 3 clusters
  Score: Raw -474094.427252 + Penalty 2805.499450 = -471288.927803
  nChanged 46
		SP:Iteration 28Q (128028.790000 sec): 3 clusters
  Score: Raw -474114.316951 + Penalty 2805.499450 = -471308.817502
  nChanged 49
		SP:Iteration 29Q (128028.960000 sec): 3 clusters
  Score: Raw -474133.692135 + Penalty 2805.499450 = -471328.192685
  nChanged 47
		SP:Iteration 30Q (128029.130000 sec): 3 clusters
  Score: Raw -474151.729694 + Penalty 2805.499450 = -471346.230245
  nChanged 39
		SP:Iteration 31Q (128029.310000 sec): 3 clusters
  Score: Raw -474163.313933 + Penalty 2805.499450 = -471357.814484
  nChanged 27
		SP:Iteration 32Q (128029.480000 sec): 3 clusters
  Score: Raw -474171.284246 + Penalty 2805.499450 = -471365.784796
  nChanged 24
		SP:Iteration 33Q (128029.650000 sec): 3 clusters
  Score: Raw -474180.495918 + Penalty 2805.499450 = -471374.996469
  nChanged 21
		SP:Iteration 34Q (128029.820000 sec): 3 clusters
  Score: Raw -474189.885188 + Penalty 2805.499450 = -471384.385738
  nChanged 29
		SP:Iteration 35Q (128029.990000 sec): 3 clusters
  Score: Raw -474201.961821 + Penalty 2805.499450 = -471396.462371
  nChanged 29
		SP:Iteration 36Q (128030.170000 sec): 3 clusters
  Score: Raw -474212.286845 + Penalty 2805.499450 = -471406.787396
  nChanged 31
		SP:Iteration 37Q (128030.340000 sec): 3 clusters
  Score: Raw -474221.835995 + Penalty 2805.499450 = -471416.336545
  nChanged 32
		SP:Iteration 38Q (128030.510000 sec): 3 clusters
  Score: Raw -474232.724051 + Penalty 2805.499450 = -471427.224601
  nChanged 33
		SP:Iteration 39Q (128030.680000 sec): 3 clusters
  Score: Raw -474243.638922 + Penalty 2805.499450 = -471438.139472
  nChanged 28
		SP:Iteration 40F (128030.850000 sec): 3 clusters
  Score: Raw -474252.176782 + Penalty 2805.499450 = -471446.677332
  nChanged 23
		SP:Iteration 41Q (128031.030000 sec): 3 clusters
  Score: Raw -474257.830860 + Penalty 2805.499450 = -471452.331410
  nChanged 18
		SP:Iteration 42Q (128031.190000 sec): 3 clusters
  Score: Raw -474261.987419 + Penalty 2805.499450 = -471456.487969
  nChanged 20
		SP:Iteration 43Q (128031.410000 sec): 3 clusters
  Score: Raw -474266.466970 + Penalty 2805.499450 = -471460.967520
  nChanged 19
		SP:Iteration 44Q (128031.600000 sec): 3 clusters
  Score: Raw -474272.461934 + Penalty 2805.499450 = -471466.962485
  nChanged 19
		SP:Iteration 45Q (128031.770000 sec): 3 clusters
  Score: Raw -474278.430579 + Penalty 2805.499450 = -471472.931130
  nChanged 12
		SP:Iteration 46Q (128031.950000 sec): 3 clusters
  Score: Raw -474282.527833 + Penalty 2805.499450 = -471477.028384
  nChanged 10
		SP:Iteration 47Q (128032.120000 sec): 3 clusters
  Score: Raw -474285.854323 + Penalty 2805.499450 = -471480.354874
  nChanged 16
		SP:Iteration 48Q (128032.290000 sec): 3 clusters
  Score: Raw -474290.014670 + Penalty 2805.499450 = -471484.515220
  nChanged 15
		SP:Iteration 49Q (128032.460000 sec): 3 clusters
  Score: Raw -474294.349783 + Penalty 2805.499450 = -471488.850333
  nChanged 12
		SP:Iteration 50Q (128032.630000 sec): 3 clusters
  Score: Raw -474296.860998 + Penalty 2805.499450 = -471491.361549
  nChanged 9
		SP:Iteration 51Q (128032.800000 sec): 3 clusters
  Score: Raw -474299.786095 + Penalty 2805.499450 = -471494.286646
  nChanged 5
		SP:Iteration 52Q (128032.970000 sec): 3 clusters
  Score: Raw -474301.257843 + Penalty 2805.499450 = -471495.758393
  nChanged 3
		SP:Iteration 53Q (128033.150000 sec): 3 clusters
  Score: Raw -474301.860085 + Penalty 2805.499450 = -471496.360635
  nChanged 3
		SP:Iteration 54Q (128033.350000 sec): 3 clusters
  Score: Raw -474302.235027 + Penalty 2805.499450 = -471496.735578
  nChanged 3
		SP:Iteration 55Q (128033.570000 sec): 3 clusters
  Score: Raw -474303.060557 + Penalty 2805.499450 = -471497.561107
  nChanged 4
		SP:Iteration 56Q (128033.750000 sec): 3 clusters
  Score: Raw -474304.049050 + Penalty 2805.499450 = -471498.549600
  nChanged 3
		SP:Iteration 57Q (128033.930000 sec): 3 clusters
  Score: Raw -474304.656864 + Penalty 2805.499450 = -471499.157415
  nChanged 3
		SP:Iteration 58Q (128034.110000 sec): 3 clusters
  Score: Raw -474305.177399 + Penalty 2805.499450 = -471499.677950
  nChanged 1
		SP:Iteration 59Q (128034.250000 sec): 3 clusters
  Score: Raw -474305.430804 + Penalty 2805.499450 = -471499.931355
  nChanged 2
		SP:Iteration 60F (128034.420000 sec): 3 clusters
  Score: Raw -474306.039493 + Penalty 2805.499450 = -471500.540044
  nChanged 2
		SP:Iteration 61Q (128034.590000 sec): 3 clusters
  Score: Raw -474306.570887 + Penalty 2805.499450 = -471501.071438
  nChanged 1
		SP:Iteration 62Q (128034.770000 sec): 3 clusters
  Score: Raw -474306.749796 + Penalty 2805.499450 = -471501.250347
  nChanged 1
		SP:Iteration 63Q (128034.940000 sec): 3 clusters
  Score: Raw -474306.849843 + Penalty 2805.499450 = -471501.350393
  nChanged 2
		SP:Iteration 64Q (128035.110000 sec): 3 clusters
  Score: Raw -474307.102872 + Penalty 2805.499450 = -471501.603422
  nChanged 1
		SP:Iteration 65Q (128035.280000 sec): 3 clusters
  Score: Raw -474307.219527 + Penalty 2805.499450 = -471501.720077
  nChanged 1
		SP:Iteration 66Q (128035.450000 sec): 3 clusters
  Score: Raw -474307.550263 + Penalty 2805.499450 = -471502.050814
  nChanged 3
		SP:Iteration 67Q (128035.630000 sec): 3 clusters
  Score: Raw -474307.946266 + Penalty 2805.499450 = -471502.446817
  nChanged 2
		SP:Iteration 68Q (128035.790000 sec): 3 clusters
  Score: Raw -474308.387805 + Penalty 2805.499450 = -471502.888356
  nChanged 2
		SP:Iteration 69Q (128035.970000 sec): 3 clusters
  Score: Raw -474308.651320 + Penalty 2805.499450 = -471503.151871
  nChanged 1
		SP:Iteration 70Q (128036.140000 sec): 3 clusters
  Score: Raw -474308.708150 + Penalty 2805.499450 = -471503.208700
  nChanged 0
		SP:Iteration 71F (128036.310000 sec): 3 clusters
  Score: Raw -474308.708150 + Penalty 2805.499450 = -471503.208700
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 96 (4571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128036.410000 sec): 2 clusters
  Score: Raw -339419.100192 + Penalty 1369.466683 = -338049.633509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128036.580000 sec): 3 clusters
  Score: Raw -337083.700488 + Penalty 2738.933365 = -334344.767123
  nChanged 1890
		SP:Iteration 1F (128036.760000 sec): 3 clusters
  Score: Raw -338289.978865 + Penalty 2738.933365 = -335551.045500
  nChanged 440
		SP:Iteration 2F (128036.930000 sec): 3 clusters
  Score: Raw -338641.403133 + Penalty 2738.933365 = -335902.469768
  nChanged 338
		SP:Iteration 3F (128037.110000 sec): 3 clusters
  Score: Raw -338900.285078 + Penalty 2738.933365 = -336161.351712
  nChanged 249
		SP:Iteration 4F (128037.290000 sec): 3 clusters
  Score: Raw -339078.794122 + Penalty 2738.933365 = -336339.860756
  nChanged 209
		SP:Iteration 5Q (128037.460000 sec): 3 clusters
  Score: Raw -339210.517056 + Penalty 2738.933365 = -336471.583690
  nChanged 192
		SP:Iteration 6Q (128037.640000 sec): 3 clusters
  Score: Raw -339324.595834 + Penalty 2738.933365 = -336585.662468
  nChanged 150
		SP:Iteration 7Q (128037.810000 sec): 3 clusters
  Score: Raw -339408.000483 + Penalty 2738.933365 = -336669.067117
  nChanged 120
		SP:Iteration 8Q (128037.990000 sec): 3 clusters
  Score: Raw -339477.672140 + Penalty 2738.933365 = -336738.738774
  nChanged 105
		SP:Iteration 9Q (128038.170000 sec): 3 clusters
  Score: Raw -339532.791180 + Penalty 2738.933365 = -336793.857815
  nChanged 92
		SP:Iteration 10Q (128038.340000 sec): 3 clusters
  Score: Raw -339578.339645 + Penalty 2738.933365 = -336839.406280
  nChanged 65
		SP:Iteration 11Q (128038.510000 sec): 3 clusters
  Score: Raw -339607.336236 + Penalty 2738.933365 = -336868.402871
  nChanged 52
		SP:Iteration 12Q (128038.690000 sec): 3 clusters
  Score: Raw -339631.593114 + Penalty 2738.933365 = -336892.659748
  nChanged 56
		SP:Iteration 13Q (128038.870000 sec): 3 clusters
  Score: Raw -339654.261377 + Penalty 2738.933365 = -336915.328011
  nChanged 41
		SP:Iteration 14Q (128039.040000 sec): 3 clusters
  Score: Raw -339666.499834 + Penalty 2738.933365 = -336927.566469
  nChanged 26
		SP:Iteration 15Q (128039.220000 sec): 3 clusters
  Score: Raw -339673.950843 + Penalty 2738.933365 = -336935.017478
  nChanged 20
		SP:Iteration 16Q (128039.390000 sec): 3 clusters
  Score: Raw -339679.421562 + Penalty 2738.933365 = -336940.488196
  nChanged 26
		SP:Iteration 17Q (128039.570000 sec): 3 clusters
  Score: Raw -339687.155987 + Penalty 2738.933365 = -336948.222621
  nChanged 17
		SP:Iteration 18Q (128039.750000 sec): 3 clusters
  Score: Raw -339690.452728 + Penalty 2738.933365 = -336951.519362
  nChanged 10
		SP:Iteration 19Q (128039.920000 sec): 3 clusters
  Score: Raw -339692.208993 + Penalty 2738.933365 = -336953.275627
  nChanged 6
		SP:Iteration 20F (128040.100000 sec): 3 clusters
  Score: Raw -339692.917590 + Penalty 2738.933365 = -336953.984225
  nChanged 3
		SP:Iteration 21Q (128040.270000 sec): 3 clusters
  Score: Raw -339693.147884 + Penalty 2738.933365 = -336954.214519
  nChanged 0
		SP:Iteration 22F (128040.450000 sec): 3 clusters
  Score: Raw -339693.147884 + Penalty 2738.933365 = -336954.214519
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 97 (4096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128040.550000 sec): 2 clusters
  Score: Raw -338846.356928 + Penalty 1351.637002 = -337494.719926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128040.730000 sec): 3 clusters
  Score: Raw -336788.865757 + Penalty 2703.274004 = -334085.591753
  nChanged 1599
		SP:Iteration 1F (128040.900000 sec): 3 clusters
  Score: Raw -337727.913061 + Penalty 2703.274004 = -335024.639057
  nChanged 325
		SP:Iteration 2F (128041.080000 sec): 3 clusters
  Score: Raw -337931.174657 + Penalty 2703.274004 = -335227.900653
  nChanged 228
		SP:Iteration 3F (128041.250000 sec): 3 clusters
  Score: Raw -338089.775335 + Penalty 2703.274004 = -335386.501331
  nChanged 218
		SP:Iteration 4F (128041.420000 sec): 3 clusters
  Score: Raw -338233.518082 + Penalty 2703.274004 = -335530.244078
  nChanged 188
		SP:Iteration 5Q (128041.580000 sec): 3 clusters
  Score: Raw -338354.677607 + Penalty 2703.274004 = -335651.403603
  nChanged 164
		SP:Iteration 6Q (128041.740000 sec): 3 clusters
  Score: Raw -338461.094353 + Penalty 2703.274004 = -335757.820349
  nChanged 144
		SP:Iteration 7Q (128041.910000 sec): 3 clusters
  Score: Raw -338551.485447 + Penalty 2703.274004 = -335848.211442
  nChanged 121
		SP:Iteration 8Q (128042.070000 sec): 3 clusters
  Score: Raw -338627.864047 + Penalty 2703.274004 = -335924.590043
  nChanged 111
		SP:Iteration 9Q (128042.240000 sec): 3 clusters
  Score: Raw -338685.222788 + Penalty 2703.274004 = -335981.948784
  nChanged 84
		SP:Iteration 10Q (128042.400000 sec): 3 clusters
  Score: Raw -338726.999371 + Penalty 2703.274004 = -336023.725367
  nChanged 84
		SP:Iteration 11Q (128042.560000 sec): 3 clusters
  Score: Raw -338766.522750 + Penalty 2703.274004 = -336063.248746
  nChanged 72
		SP:Iteration 12Q (128042.720000 sec): 3 clusters
  Score: Raw -338793.628669 + Penalty 2703.274004 = -336090.354665
  nChanged 51
		SP:Iteration 13Q (128042.890000 sec): 3 clusters
  Score: Raw -338812.576414 + Penalty 2703.274004 = -336109.302410
  nChanged 39
		SP:Iteration 14Q (128043.050000 sec): 3 clusters
  Score: Raw -338828.316690 + Penalty 2703.274004 = -336125.042686
  nChanged 30
		SP:Iteration 15Q (128043.220000 sec): 3 clusters
  Score: Raw -338843.984859 + Penalty 2703.274004 = -336140.710855
  nChanged 34
		SP:Iteration 16Q (128043.380000 sec): 3 clusters
  Score: Raw -338856.279306 + Penalty 2703.274004 = -336153.005302
  nChanged 29
		SP:Iteration 17Q (128043.540000 sec): 3 clusters
  Score: Raw -338865.256500 + Penalty 2703.274004 = -336161.982496
  nChanged 29
		SP:Iteration 18Q (128043.700000 sec): 3 clusters
  Score: Raw -338873.337414 + Penalty 2703.274004 = -336170.063410
  nChanged 22
		SP:Iteration 19Q (128043.870000 sec): 3 clusters
  Score: Raw -338879.345614 + Penalty 2703.274004 = -336176.071610
  nChanged 21
		SP:Iteration 20F (128044.030000 sec): 3 clusters
  Score: Raw -338885.893165 + Penalty 2703.274004 = -336182.619161
  nChanged 21
		SP:Iteration 21Q (128044.200000 sec): 3 clusters
  Score: Raw -338892.793855 + Penalty 2703.274004 = -336189.519851
  nChanged 18
		SP:Iteration 22Q (128044.360000 sec): 3 clusters
  Score: Raw -338897.684049 + Penalty 2703.274004 = -336194.410045
  nChanged 14
		SP:Iteration 23Q (128044.520000 sec): 3 clusters
  Score: Raw -338900.413953 + Penalty 2703.274004 = -336197.139948
  nChanged 10
		SP:Iteration 24Q (128044.680000 sec): 3 clusters
  Score: Raw -338902.385721 + Penalty 2703.274004 = -336199.111717
  nChanged 5
		SP:Iteration 25Q (128044.860000 sec): 3 clusters
  Score: Raw -338904.096543 + Penalty 2703.274004 = -336200.822539
  nChanged 10
		SP:Iteration 26Q (128045.040000 sec): 3 clusters
  Score: Raw -338906.880086 + Penalty 2703.274004 = -336203.606082
  nChanged 10
		SP:Iteration 27Q (128045.210000 sec): 3 clusters
  Score: Raw -338909.542853 + Penalty 2703.274004 = -336206.268848
  nChanged 7
		SP:Iteration 28Q (128045.390000 sec): 3 clusters
  Score: Raw -338911.312518 + Penalty 2703.274004 = -336208.038514
  nChanged 6
		SP:Iteration 29Q (128045.560000 sec): 3 clusters
  Score: Raw -338912.321353 + Penalty 2703.274004 = -336209.047349
  nChanged 3
		SP:Iteration 30Q (128045.740000 sec): 3 clusters
  Score: Raw -338912.627179 + Penalty 2703.274004 = -336209.353175
  nChanged 2
		SP:Iteration 31Q (128045.920000 sec): 3 clusters
  Score: Raw -338913.014341 + Penalty 2703.274004 = -336209.740337
  nChanged 2
		SP:Iteration 32Q (128046.090000 sec): 3 clusters
  Score: Raw -338913.165626 + Penalty 2703.274004 = -336209.891621
  nChanged 2
		SP:Iteration 33Q (128046.270000 sec): 3 clusters
  Score: Raw -338913.411716 + Penalty 2703.274004 = -336210.137712
  nChanged 2
		SP:Iteration 34Q (128046.440000 sec): 3 clusters
  Score: Raw -338913.637844 + Penalty 2703.274004 = -336210.363840
  nChanged 1
		SP:Iteration 35Q (128046.620000 sec): 3 clusters
  Score: Raw -338914.064078 + Penalty 2703.274004 = -336210.790074
  nChanged 5
		SP:Iteration 36Q (128046.790000 sec): 3 clusters
  Score: Raw -338915.031704 + Penalty 2703.274004 = -336211.757700
  nChanged 1
		SP:Iteration 37Q (128046.970000 sec): 3 clusters
  Score: Raw -338915.143161 + Penalty 2703.274004 = -336211.869156
  nChanged 1
		SP:Iteration 38Q (128047.140000 sec): 3 clusters
  Score: Raw -338915.289977 + Penalty 2703.274004 = -336212.015973
  nChanged 0
		SP:Iteration 39F (128047.320000 sec): 3 clusters
  Score: Raw -338915.289977 + Penalty 2703.274004 = -336212.015973
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 98 (4767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128047.410000 sec): 2 clusters
  Score: Raw -459432.204987 + Penalty 1376.289274 = -458055.915713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128047.590000 sec): 3 clusters
  Score: Raw -456966.360717 + Penalty 2752.578548 = -454213.782169
  nChanged 1911
		SP:Iteration 1F (128047.760000 sec): 3 clusters
  Score: Raw -458030.234878 + Penalty 2752.578548 = -455277.656330
  nChanged 356
		SP:Iteration 2F (128047.940000 sec): 3 clusters
  Score: Raw -458237.255494 + Penalty 2752.578548 = -455484.676946
  nChanged 278
		SP:Iteration 3F (128048.120000 sec): 3 clusters
  Score: Raw -458393.027842 + Penalty 2752.578548 = -455640.449294
  nChanged 220
		SP:Iteration 4Q (128048.290000 sec): 3 clusters
  Score: Raw -458510.884965 + Penalty 2752.578548 = -455758.306417
  nChanged 170
		SP:Iteration 5Q (128048.470000 sec): 3 clusters
  Score: Raw -458600.989809 + Penalty 2752.578548 = -455848.411261
  nChanged 156
		SP:Iteration 6Q (128048.640000 sec): 3 clusters
  Score: Raw -458675.746912 + Penalty 2752.578548 = -455923.168364
  nChanged 145
		SP:Iteration 7Q (128048.820000 sec): 3 clusters
  Score: Raw -458743.307344 + Penalty 2752.578548 = -455990.728796
  nChanged 145
		SP:Iteration 8Q (128049.000000 sec): 3 clusters
  Score: Raw -458815.236153 + Penalty 2752.578548 = -456062.657606
  nChanged 157
		SP:Iteration 9Q (128049.170000 sec): 3 clusters
  Score: Raw -458910.689286 + Penalty 2752.578548 = -456158.110738
  nChanged 166
		SP:Iteration 10Q (128049.340000 sec): 3 clusters
  Score: Raw -459023.980251 + Penalty 2752.578548 = -456271.401703
  nChanged 158
		SP:Iteration 11Q (128049.520000 sec): 3 clusters
  Score: Raw -459120.256200 + Penalty 2752.578548 = -456367.677653
  nChanged 117
		SP:Iteration 12Q (128049.700000 sec): 3 clusters
  Score: Raw -459185.539947 + Penalty 2752.578548 = -456432.961399
  nChanged 110
		SP:Iteration 13Q (128049.870000 sec): 3 clusters
  Score: Raw -459259.637867 + Penalty 2752.578548 = -456507.059319
  nChanged 112
		SP:Iteration 14Q (128050.050000 sec): 3 clusters
  Score: Raw -459338.233529 + Penalty 2752.578548 = -456585.654981
  nChanged 96
		SP:Iteration 15Q (128050.220000 sec): 3 clusters
  Score: Raw -459410.276728 + Penalty 2752.578548 = -456657.698180
  nChanged 66
		SP:Iteration 16Q (128050.400000 sec): 3 clusters
  Score: Raw -459446.759209 + Penalty 2752.578548 = -456694.180661
  nChanged 49
		SP:Iteration 17Q (128050.580000 sec): 3 clusters
  Score: Raw -459474.890305 + Penalty 2752.578548 = -456722.311757
  nChanged 46
		SP:Iteration 18Q (128050.750000 sec): 3 clusters
  Score: Raw -459498.469821 + Penalty 2752.578548 = -456745.891273
  nChanged 35
		SP:Iteration 19Q (128050.920000 sec): 3 clusters
  Score: Raw -459517.596661 + Penalty 2752.578548 = -456765.018113
  nChanged 30
		SP:Iteration 20F (128051.100000 sec): 3 clusters
  Score: Raw -459540.071627 + Penalty 2752.578548 = -456787.493079
  nChanged 25
		SP:Iteration 21Q (128051.280000 sec): 3 clusters
  Score: Raw -459559.531864 + Penalty 2752.578548 = -456806.953316
  nChanged 26
		SP:Iteration 22Q (128051.450000 sec): 3 clusters
  Score: Raw -459577.829135 + Penalty 2752.578548 = -456825.250587
  nChanged 21
		SP:Iteration 23Q (128051.630000 sec): 3 clusters
  Score: Raw -459591.860216 + Penalty 2752.578548 = -456839.281668
  nChanged 23
		SP:Iteration 24Q (128051.800000 sec): 3 clusters
  Score: Raw -459608.599239 + Penalty 2752.578548 = -456856.020691
  nChanged 15
		SP:Iteration 25Q (128051.980000 sec): 3 clusters
  Score: Raw -459616.279105 + Penalty 2752.578548 = -456863.700557
  nChanged 13
		SP:Iteration 26Q (128052.160000 sec): 3 clusters
  Score: Raw -459622.132704 + Penalty 2752.578548 = -456869.554156
  nChanged 7
		SP:Iteration 27Q (128052.330000 sec): 3 clusters
  Score: Raw -459625.606386 + Penalty 2752.578548 = -456873.027838
  nChanged 5
		SP:Iteration 28Q (128052.510000 sec): 3 clusters
  Score: Raw -459627.228950 + Penalty 2752.578548 = -456874.650402
  nChanged 5
		SP:Iteration 29Q (128052.680000 sec): 3 clusters
  Score: Raw -459629.762978 + Penalty 2752.578548 = -456877.184430
  nChanged 2
		SP:Iteration 30Q (128052.860000 sec): 3 clusters
  Score: Raw -459630.448783 + Penalty 2752.578548 = -456877.870235
  nChanged 3
		SP:Iteration 31Q (128053.030000 sec): 3 clusters
  Score: Raw -459631.991252 + Penalty 2752.578548 = -456879.412704
  nChanged 1
		SP:Iteration 32Q (128053.210000 sec): 3 clusters
  Score: Raw -459632.697139 + Penalty 2752.578548 = -456880.118591
  nChanged 3
		SP:Iteration 33Q (128053.380000 sec): 3 clusters
  Score: Raw -459634.307501 + Penalty 2752.578548 = -456881.728953
  nChanged 3
		SP:Iteration 34Q (128053.560000 sec): 3 clusters
  Score: Raw -459636.120997 + Penalty 2752.578548 = -456883.542449
  nChanged 3
		SP:Iteration 35Q (128053.740000 sec): 3 clusters
  Score: Raw -459638.308456 + Penalty 2752.578548 = -456885.729908
  nChanged 2
		SP:Iteration 36Q (128053.910000 sec): 3 clusters
  Score: Raw -459639.634533 + Penalty 2752.578548 = -456887.055985
  nChanged 2
		SP:Iteration 37Q (128054.090000 sec): 3 clusters
  Score: Raw -459641.547895 + Penalty 2752.578548 = -456888.969347
  nChanged 0
		SP:Iteration 38F (128054.260000 sec): 3 clusters
  Score: Raw -459641.547895 + Penalty 2752.578548 = -456888.969347
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 99 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128054.350000 sec): 2 clusters
  Score: Raw -100665.683358 + Penalty 1144.371503 = -99521.311855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128054.520000 sec): 3 clusters
  Score: Raw -100232.851564 + Penalty 2288.743006 = -97944.108558
  nChanged 372
		SP:Iteration 1F (128054.700000 sec): 3 clusters
  Score: Raw -100531.399241 + Penalty 2288.743006 = -98242.656235
  nChanged 87
		SP:Iteration 2F (128054.880000 sec): 3 clusters
  Score: Raw -100612.002620 + Penalty 2288.743006 = -98323.259614
  nChanged 48
		SP:Iteration 3Q (128055.050000 sec): 3 clusters
  Score: Raw -100651.753214 + Penalty 2288.743006 = -98363.010208
  nChanged 29
		SP:Iteration 4Q (128055.230000 sec): 3 clusters
  Score: Raw -100677.584299 + Penalty 2288.743006 = -98388.841294
  nChanged 27
		SP:Iteration 5Q (128055.400000 sec): 3 clusters
  Score: Raw -100703.036400 + Penalty 2288.743006 = -98414.293394
  nChanged 25
		SP:Iteration 6Q (128055.580000 sec): 3 clusters
  Score: Raw -100730.099407 + Penalty 2288.743006 = -98441.356401
  nChanged 22
		SP:Iteration 7Q (128055.760000 sec): 3 clusters
  Score: Raw -100751.470482 + Penalty 2288.743006 = -98462.727476
  nChanged 12
		SP:Iteration 8Q (128055.930000 sec): 3 clusters
  Score: Raw -100760.856943 + Penalty 2288.743006 = -98472.113937
  nChanged 8
		SP:Iteration 9Q (128056.110000 sec): 3 clusters
  Score: Raw -100766.471170 + Penalty 2288.743006 = -98477.728164
  nChanged 3
		SP:Iteration 10Q (128056.280000 sec): 3 clusters
  Score: Raw -100768.282985 + Penalty 2288.743006 = -98479.539979
  nChanged 0
		SP:Iteration 11F (128056.460000 sec): 3 clusters
  Score: Raw -100768.282985 + Penalty 2288.743006 = -98479.539979
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 100 (6275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128056.570000 sec): 2 clusters
  Score: Raw -536590.788525 + Penalty 1420.953424 = -535169.835101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128056.790000 sec): 3 clusters
  Score: Raw -533296.362948 + Penalty 2841.906848 = -530454.456100
  nChanged 2544
		SP:Iteration 1F (128057.000000 sec): 3 clusters
  Score: Raw -534768.218237 + Penalty 2841.906848 = -531926.311389
  nChanged 452
		SP:Iteration 2F (128057.210000 sec): 3 clusters
  Score: Raw -535052.529328 + Penalty 2841.906848 = -532210.622480
  nChanged 392
		SP:Iteration 3F (128057.420000 sec): 3 clusters
  Score: Raw -535298.624597 + Penalty 2841.906848 = -532456.717749
  nChanged 323
		SP:Iteration 4F (128057.630000 sec): 3 clusters
  Score: Raw -535472.779031 + Penalty 2841.906848 = -532630.872183
  nChanged 258
		SP:Iteration 5Q (128057.840000 sec): 3 clusters
  Score: Raw -535611.328137 + Penalty 2841.906848 = -532769.421289
  nChanged 221
		SP:Iteration 6Q (128058.040000 sec): 3 clusters
  Score: Raw -535728.234020 + Penalty 2841.906848 = -532886.327172
  nChanged 209
		SP:Iteration 7Q (128058.260000 sec): 3 clusters
  Score: Raw -535830.172424 + Penalty 2841.906848 = -532988.265575
  nChanged 180
		SP:Iteration 8Q (128058.460000 sec): 3 clusters
  Score: Raw -535911.807876 + Penalty 2841.906848 = -533069.901028
  nChanged 154
		SP:Iteration 9Q (128058.680000 sec): 3 clusters
  Score: Raw -535982.870278 + Penalty 2841.906848 = -533140.963429
  nChanged 157
		SP:Iteration 10Q (128058.880000 sec): 3 clusters
  Score: Raw -536052.636287 + Penalty 2841.906848 = -533210.729439
  nChanged 134
		SP:Iteration 11Q (128059.100000 sec): 3 clusters
  Score: Raw -536121.339562 + Penalty 2841.906848 = -533279.432714
  nChanged 127
		SP:Iteration 12Q (128059.300000 sec): 3 clusters
  Score: Raw -536189.927965 + Penalty 2841.906848 = -533348.021116
  nChanged 130
		SP:Iteration 13Q (128059.510000 sec): 3 clusters
  Score: Raw -536256.705172 + Penalty 2841.906848 = -533414.798324
  nChanged 116
		SP:Iteration 14Q (128059.720000 sec): 3 clusters
  Score: Raw -536316.136881 + Penalty 2841.906848 = -533474.230033
  nChanged 98
		SP:Iteration 15Q (128059.930000 sec): 3 clusters
  Score: Raw -536363.711640 + Penalty 2841.906848 = -533521.804792
  nChanged 89
		SP:Iteration 16Q (128060.140000 sec): 3 clusters
  Score: Raw -536401.944088 + Penalty 2841.906848 = -533560.037240
  nChanged 69
		SP:Iteration 17Q (128060.310000 sec): 3 clusters
  Score: Raw -536429.058334 + Penalty 2841.906848 = -533587.151486
  nChanged 69
		SP:Iteration 18Q (128060.480000 sec): 3 clusters
  Score: Raw -536456.137536 + Penalty 2841.906848 = -533614.230688
  nChanged 62
		SP:Iteration 19Q (128060.640000 sec): 3 clusters
  Score: Raw -536480.103631 + Penalty 2841.906848 = -533638.196782
  nChanged 60
		SP:Iteration 20F (128060.830000 sec): 3 clusters
  Score: Raw -536501.279800 + Penalty 2841.906848 = -533659.372952
  nChanged 48
		SP:Iteration 21Q (128061.000000 sec): 3 clusters
  Score: Raw -536521.106874 + Penalty 2841.906848 = -533679.200026
  nChanged 57
		SP:Iteration 22Q (128061.160000 sec): 3 clusters
  Score: Raw -536542.279762 + Penalty 2841.906848 = -533700.372914
  nChanged 52
		SP:Iteration 23Q (128061.380000 sec): 3 clusters
  Score: Raw -536563.092659 + Penalty 2841.906848 = -533721.185811
  nChanged 53
		SP:Iteration 24Q (128061.540000 sec): 3 clusters
  Score: Raw -536586.676813 + Penalty 2841.906848 = -533744.769964
  nChanged 66
		SP:Iteration 25Q (128061.750000 sec): 3 clusters
  Score: Raw -536614.346750 + Penalty 2841.906848 = -533772.439902
  nChanged 62
		SP:Iteration 26Q (128061.960000 sec): 3 clusters
  Score: Raw -536640.715550 + Penalty 2841.906848 = -533798.808702
  nChanged 64
		SP:Iteration 27Q (128062.170000 sec): 3 clusters
  Score: Raw -536666.825506 + Penalty 2841.906848 = -533824.918658
  nChanged 62
		SP:Iteration 28Q (128062.410000 sec): 3 clusters
  Score: Raw -536697.589540 + Penalty 2841.906848 = -533855.682692
  nChanged 57
		SP:Iteration 29Q (128062.580000 sec): 3 clusters
  Score: Raw -536726.919991 + Penalty 2841.906848 = -533885.013143
  nChanged 63
		SP:Iteration 30Q (128062.750000 sec): 3 clusters
  Score: Raw -536754.203125 + Penalty 2841.906848 = -533912.296277
  nChanged 51
		SP:Iteration 31Q (128062.920000 sec): 3 clusters
  Score: Raw -536774.035852 + Penalty 2841.906848 = -533932.129003
  nChanged 45
		SP:Iteration 32Q (128063.080000 sec): 3 clusters
  Score: Raw -536793.978002 + Penalty 2841.906848 = -533952.071153
  nChanged 44
		SP:Iteration 33Q (128063.250000 sec): 3 clusters
  Score: Raw -536817.765482 + Penalty 2841.906848 = -533975.858634
  nChanged 37
		SP:Iteration 34Q (128063.410000 sec): 3 clusters
  Score: Raw -536835.051330 + Penalty 2841.906848 = -533993.144482
  nChanged 37
		SP:Iteration 35Q (128063.580000 sec): 3 clusters
  Score: Raw -536849.338921 + Penalty 2841.906848 = -534007.432073
  nChanged 31
		SP:Iteration 36Q (128063.740000 sec): 3 clusters
  Score: Raw -536859.798247 + Penalty 2841.906848 = -534017.891399
  nChanged 32
		SP:Iteration 37Q (128063.910000 sec): 3 clusters
  Score: Raw -536870.941783 + Penalty 2841.906848 = -534029.034935
  nChanged 29
		SP:Iteration 38Q (128064.080000 sec): 3 clusters
  Score: Raw -536879.263140 + Penalty 2841.906848 = -534037.356291
  nChanged 21
		SP:Iteration 39Q (128064.240000 sec): 3 clusters
  Score: Raw -536887.111136 + Penalty 2841.906848 = -534045.204288
  nChanged 27
		SP:Iteration 40F (128064.450000 sec): 3 clusters
  Score: Raw -536897.659482 + Penalty 2841.906848 = -534055.752633
  nChanged 32
		SP:Iteration 41Q (128064.650000 sec): 3 clusters
  Score: Raw -536908.262371 + Penalty 2841.906848 = -534066.355522
  nChanged 25
		SP:Iteration 42Q (128064.840000 sec): 3 clusters
  Score: Raw -536917.873118 + Penalty 2841.906848 = -534075.966270
  nChanged 24
		SP:Iteration 43Q (128065.050000 sec): 3 clusters
  Score: Raw -536926.150341 + Penalty 2841.906848 = -534084.243492
  nChanged 19
		SP:Iteration 44Q (128065.190000 sec): 3 clusters
  Score: Raw -536933.768137 + Penalty 2841.906848 = -534091.861289
  nChanged 19
		SP:Iteration 45Q (128065.360000 sec): 3 clusters
  Score: Raw -536940.268824 + Penalty 2841.906848 = -534098.361976
  nChanged 17
		SP:Iteration 46Q (128065.530000 sec): 3 clusters
  Score: Raw -536947.357163 + Penalty 2841.906848 = -534105.450315
  nChanged 19
		SP:Iteration 47Q (128065.690000 sec): 3 clusters
  Score: Raw -536953.756328 + Penalty 2841.906848 = -534111.849480
  nChanged 18
		SP:Iteration 48Q (128065.860000 sec): 3 clusters
  Score: Raw -536960.878728 + Penalty 2841.906848 = -534118.971879
  nChanged 13
		SP:Iteration 49Q (128066.020000 sec): 3 clusters
  Score: Raw -536964.969569 + Penalty 2841.906848 = -534123.062721
  nChanged 13
		SP:Iteration 50Q (128066.190000 sec): 3 clusters
  Score: Raw -536968.733987 + Penalty 2841.906848 = -534126.827139
  nChanged 15
		SP:Iteration 51Q (128066.360000 sec): 3 clusters
  Score: Raw -536973.823885 + Penalty 2841.906848 = -534131.917036
  nChanged 15
		SP:Iteration 52Q (128066.550000 sec): 3 clusters
  Score: Raw -536979.675365 + Penalty 2841.906848 = -534137.768517
  nChanged 12
		SP:Iteration 53Q (128066.650000 sec): 3 clusters
  Score: Raw -536983.378997 + Penalty 2841.906848 = -534141.472149
  nChanged 9
		SP:Iteration 54Q (128066.750000 sec): 3 clusters
  Score: Raw -536986.788026 + Penalty 2841.906848 = -534144.881177
  nChanged 9
		SP:Iteration 55Q (128066.950000 sec): 3 clusters
  Score: Raw -536991.038949 + Penalty 2841.906848 = -534149.132100
  nChanged 12
		SP:Iteration 56Q (128067.160000 sec): 3 clusters
  Score: Raw -536997.999816 + Penalty 2841.906848 = -534156.092968
  nChanged 14
		SP:Iteration 57Q (128067.300000 sec): 3 clusters
  Score: Raw -537003.756469 + Penalty 2841.906848 = -534161.849620
  nChanged 14
		SP:Iteration 58Q (128067.470000 sec): 3 clusters
  Score: Raw -537008.571624 + Penalty 2841.906848 = -534166.664776
  nChanged 9
		SP:Iteration 59Q (128067.630000 sec): 3 clusters
  Score: Raw -537011.554354 + Penalty 2841.906848 = -534169.647506
  nChanged 10
		SP:Iteration 60F (128067.840000 sec): 3 clusters
  Score: Raw -537015.094163 + Penalty 2841.906848 = -534173.187314
  nChanged 3
		SP:Iteration 61Q (128068.010000 sec): 3 clusters
  Score: Raw -537016.191375 + Penalty 2841.906848 = -534174.284527
  nChanged 6
		SP:Iteration 62Q (128068.170000 sec): 3 clusters
  Score: Raw -537017.891571 + Penalty 2841.906848 = -534175.984723
  nChanged 3
		SP:Iteration 63Q (128068.340000 sec): 3 clusters
  Score: Raw -537019.136128 + Penalty 2841.906848 = -534177.229280
  nChanged 3
		SP:Iteration 64Q (128068.500000 sec): 3 clusters
  Score: Raw -537019.590534 + Penalty 2841.906848 = -534177.683686
  nChanged 3
		SP:Iteration 65Q (128068.670000 sec): 3 clusters
  Score: Raw -537020.118202 + Penalty 2841.906848 = -534178.211353
  nChanged 3
		SP:Iteration 66Q (128068.840000 sec): 3 clusters
  Score: Raw -537020.651410 + Penalty 2841.906848 = -534178.744562
  nChanged 1
		SP:Iteration 67Q (128069.000000 sec): 3 clusters
  Score: Raw -537021.070191 + Penalty 2841.906848 = -534179.163343
  nChanged 3
		SP:Iteration 68Q (128069.160000 sec): 3 clusters
  Score: Raw -537022.240556 + Penalty 2841.906848 = -534180.333708
  nChanged 3
		SP:Iteration 69Q (128069.380000 sec): 3 clusters
  Score: Raw -537023.357416 + Penalty 2841.906848 = -534181.450568
  nChanged 4
		SP:Iteration 70Q (128069.570000 sec): 3 clusters
  Score: Raw -537024.833155 + Penalty 2841.906848 = -534182.926307
  nChanged 3
		SP:Iteration 71Q (128069.780000 sec): 3 clusters
  Score: Raw -537025.515661 + Penalty 2841.906848 = -534183.608813
  nChanged 3
		SP:Iteration 72Q (128069.950000 sec): 3 clusters
  Score: Raw -537026.388794 + Penalty 2841.906848 = -534184.481946
  nChanged 1
		SP:Iteration 73Q (128070.130000 sec): 3 clusters
  Score: Raw -537026.778644 + Penalty 2841.906848 = -534184.871796
  nChanged 0
		SP:Iteration 74F (128070.310000 sec): 3 clusters
  Score: Raw -537026.778644 + Penalty 2841.906848 = -534184.871796
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 101 (1363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128070.390000 sec): 2 clusters
  Score: Raw -132902.252093 + Penalty 1172.834558 = -131729.417535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128070.560000 sec): 3 clusters
  Score: Raw -132407.652541 + Penalty 2345.669115 = -130061.983426
  nChanged 464
		SP:Iteration 1F (128070.740000 sec): 3 clusters
  Score: Raw -132727.141322 + Penalty 2345.669115 = -130381.472207
  nChanged 105
		SP:Iteration 2F (128070.920000 sec): 3 clusters
  Score: Raw -132818.250173 + Penalty 2345.669115 = -130472.581058
  nChanged 52
		SP:Iteration 3Q (128071.090000 sec): 3 clusters
  Score: Raw -132853.522151 + Penalty 2345.669115 = -130507.853035
  nChanged 29
		SP:Iteration 4Q (128071.270000 sec): 3 clusters
  Score: Raw -132876.694948 + Penalty 2345.669115 = -130531.025833
  nChanged 30
		SP:Iteration 5Q (128071.440000 sec): 3 clusters
  Score: Raw -132900.881074 + Penalty 2345.669115 = -130555.211958
  nChanged 25
		SP:Iteration 6Q (128071.620000 sec): 3 clusters
  Score: Raw -132918.654209 + Penalty 2345.669115 = -130572.985093
  nChanged 17
		SP:Iteration 7Q (128071.800000 sec): 3 clusters
  Score: Raw -132930.895006 + Penalty 2345.669115 = -130585.225890
  nChanged 19
		SP:Iteration 8Q (128071.970000 sec): 3 clusters
  Score: Raw -132944.916730 + Penalty 2345.669115 = -130599.247614
  nChanged 8
		SP:Iteration 9Q (128072.150000 sec): 3 clusters
  Score: Raw -132948.507672 + Penalty 2345.669115 = -130602.838556
  nChanged 4
		SP:Iteration 10Q (128072.320000 sec): 3 clusters
  Score: Raw -132949.965041 + Penalty 2345.669115 = -130604.295926
  nChanged 8
		SP:Iteration 11Q (128072.500000 sec): 3 clusters
  Score: Raw -132954.449068 + Penalty 2345.669115 = -130608.779953
  nChanged 5
		SP:Iteration 12Q (128072.670000 sec): 3 clusters
  Score: Raw -132956.201572 + Penalty 2345.669115 = -130610.532457
  nChanged 4
		SP:Iteration 13Q (128072.850000 sec): 3 clusters
  Score: Raw -132959.145359 + Penalty 2345.669115 = -130613.476244
  nChanged 4
		SP:Iteration 14Q (128073.020000 sec): 3 clusters
  Score: Raw -132961.029438 + Penalty 2345.669115 = -130615.360323
  nChanged 4
		SP:Iteration 15Q (128073.200000 sec): 3 clusters
  Score: Raw -132964.501106 + Penalty 2345.669115 = -130618.831990
  nChanged 7
		SP:Iteration 16Q (128073.380000 sec): 3 clusters
  Score: Raw -132970.475467 + Penalty 2345.669115 = -130624.806352
  nChanged 9
		SP:Iteration 17Q (128073.550000 sec): 3 clusters
  Score: Raw -132978.473761 + Penalty 2345.669115 = -130632.804646
  nChanged 5
		SP:Iteration 18Q (128073.730000 sec): 3 clusters
  Score: Raw -132981.259656 + Penalty 2345.669115 = -130635.590541
  nChanged 5
		SP:Iteration 19Q (128073.760000 sec): 3 clusters
  Score: Raw -132983.403916 + Penalty 2345.669115 = -130637.734801
  nChanged 1
		SP:Iteration 20F (128073.790000 sec): 3 clusters
  Score: Raw -132984.174600 + Penalty 2345.669115 = -130638.505485
  nChanged 2
		SP:Iteration 21Q (128073.820000 sec): 3 clusters
  Score: Raw -132985.433933 + Penalty 2345.669115 = -130639.764818
  nChanged 4
		SP:Iteration 22Q (128073.860000 sec): 3 clusters
  Score: Raw -132987.061413 + Penalty 2345.669115 = -130641.392298
  nChanged 1
		SP:Iteration 23Q (128073.890000 sec): 3 clusters
  Score: Raw -132987.482407 + Penalty 2345.669115 = -130641.813292
  nChanged 1
		SP:Iteration 24Q (128073.920000 sec): 3 clusters
  Score: Raw -132988.324165 + Penalty 2345.669115 = -130642.655049
  nChanged 0
		SP:Iteration 25F (128073.950000 sec): 3 clusters
  Score: Raw -132988.324165 + Penalty 2345.669115 = -130642.655049
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 102 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128074.010000 sec): 2 clusters
  Score: Raw -143827.641698 + Penalty 1218.746188 = -142608.895510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128074.050000 sec): 3 clusters
  Score: Raw -143083.747364 + Penalty 2437.492376 = -140646.254989
  nChanged 628
		SP:Iteration 1F (128074.090000 sec): 3 clusters
  Score: Raw -143545.012211 + Penalty 2437.492376 = -141107.519836
  nChanged 159
		SP:Iteration 2F (128074.120000 sec): 3 clusters
  Score: Raw -143689.797608 + Penalty 2437.492376 = -141252.305232
  nChanged 102
		SP:Iteration 3F (128074.160000 sec): 3 clusters
  Score: Raw -143780.131805 + Penalty 2437.492376 = -141342.639429
  nChanged 76
		SP:Iteration 4Q (128074.190000 sec): 3 clusters
  Score: Raw -143856.250137 + Penalty 2437.492376 = -141418.757761
  nChanged 69
		SP:Iteration 5Q (128074.230000 sec): 3 clusters
  Score: Raw -143942.455380 + Penalty 2437.492376 = -141504.963004
  nChanged 63
		SP:Iteration 6Q (128074.270000 sec): 3 clusters
  Score: Raw -144023.707180 + Penalty 2437.492376 = -141586.214804
  nChanged 70
		SP:Iteration 7Q (128074.310000 sec): 3 clusters
  Score: Raw -144125.865059 + Penalty 2437.492376 = -141688.372683
  nChanged 76
		SP:Iteration 8Q (128074.350000 sec): 3 clusters
  Score: Raw -144205.206737 + Penalty 2437.492376 = -141767.714361
  nChanged 55
		SP:Iteration 9Q (128074.380000 sec): 3 clusters
  Score: Raw -144262.729197 + Penalty 2437.492376 = -141825.236821
  nChanged 38
		SP:Iteration 10Q (128074.410000 sec): 3 clusters
  Score: Raw -144302.310234 + Penalty 2437.492376 = -141864.817858
  nChanged 34
		SP:Iteration 11Q (128074.460000 sec): 3 clusters
  Score: Raw -144328.924685 + Penalty 2437.492376 = -141891.432309
  nChanged 26
		SP:Iteration 12Q (128074.490000 sec): 3 clusters
  Score: Raw -144345.658455 + Penalty 2437.492376 = -141908.166079
  nChanged 20
		SP:Iteration 13Q (128074.530000 sec): 3 clusters
  Score: Raw -144361.170034 + Penalty 2437.492376 = -141923.677658
  nChanged 18
		SP:Iteration 14Q (128074.570000 sec): 3 clusters
  Score: Raw -144374.464785 + Penalty 2437.492376 = -141936.972409
  nChanged 19
		SP:Iteration 15Q (128074.610000 sec): 3 clusters
  Score: Raw -144387.878462 + Penalty 2437.492376 = -141950.386087
  nChanged 17
		SP:Iteration 16Q (128074.650000 sec): 3 clusters
  Score: Raw -144399.327384 + Penalty 2437.492376 = -141961.835008
  nChanged 8
		SP:Iteration 17Q (128074.690000 sec): 3 clusters
  Score: Raw -144404.828846 + Penalty 2437.492376 = -141967.336470
  nChanged 4
		SP:Iteration 18Q (128074.730000 sec): 3 clusters
  Score: Raw -144405.944920 + Penalty 2437.492376 = -141968.452544
  nChanged 3
		SP:Iteration 19Q (128074.760000 sec): 3 clusters
  Score: Raw -144406.765526 + Penalty 2437.492376 = -141969.273151
  nChanged 2
		SP:Iteration 20F (128074.790000 sec): 3 clusters
  Score: Raw -144408.326668 + Penalty 2437.492376 = -141970.834292
  nChanged 4
		SP:Iteration 21Q (128074.830000 sec): 3 clusters
  Score: Raw -144410.048710 + Penalty 2437.492376 = -141972.556334
  nChanged 1
		SP:Iteration 22Q (128074.970000 sec): 3 clusters
  Score: Raw -144410.599844 + Penalty 2437.492376 = -141973.107469
  nChanged 1
		SP:Iteration 23Q (128075.150000 sec): 3 clusters
  Score: Raw -144411.228036 + Penalty 2437.492376 = -141973.735660
  nChanged 3
		SP:Iteration 24Q (128075.300000 sec): 3 clusters
  Score: Raw -144413.099311 + Penalty 2437.492376 = -141975.606935
  nChanged 2
		SP:Iteration 25Q (128075.460000 sec): 3 clusters
  Score: Raw -144414.149073 + Penalty 2437.492376 = -141976.656697
  nChanged 1
		SP:Iteration 26Q (128075.630000 sec): 3 clusters
  Score: Raw -144414.266451 + Penalty 2437.492376 = -141976.774075
  nChanged 1
		SP:Iteration 27Q (128075.810000 sec): 3 clusters
  Score: Raw -144414.991443 + Penalty 2437.492376 = -141977.499067
  nChanged 2
		SP:Iteration 28Q (128075.990000 sec): 3 clusters
  Score: Raw -144415.825882 + Penalty 2437.492376 = -141978.333507
  nChanged 1
		SP:Iteration 29Q (128076.160000 sec): 3 clusters
  Score: Raw -144416.421925 + Penalty 2437.492376 = -141978.929549
  nChanged 0
		SP:Iteration 30F (128076.340000 sec): 3 clusters
  Score: Raw -144416.421925 + Penalty 2437.492376 = -141978.929549
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 103 (3885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128076.440000 sec): 2 clusters
  Score: Raw -281558.423134 + Penalty 1343.042718 = -280215.380416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128076.620000 sec): 3 clusters
  Score: Raw -279669.080642 + Penalty 2686.085435 = -276982.995206
  nChanged 1497
		SP:Iteration 1F (128076.790000 sec): 3 clusters
  Score: Raw -280589.650802 + Penalty 2686.085435 = -277903.565366
  nChanged 342
		SP:Iteration 2F (128076.970000 sec): 3 clusters
  Score: Raw -280828.645754 + Penalty 2686.085435 = -278142.560319
  nChanged 261
		SP:Iteration 3F (128077.150000 sec): 3 clusters
  Score: Raw -280996.514375 + Penalty 2686.085435 = -278310.428940
  nChanged 193
		SP:Iteration 4Q (128077.320000 sec): 3 clusters
  Score: Raw -281136.418022 + Penalty 2686.085435 = -278450.332586
  nChanged 173
		SP:Iteration 5Q (128077.500000 sec): 3 clusters
  Score: Raw -281252.565289 + Penalty 2686.085435 = -278566.479854
  nChanged 147
		SP:Iteration 6Q (128077.670000 sec): 3 clusters
  Score: Raw -281345.037074 + Penalty 2686.085435 = -278658.951638
  nChanged 131
		SP:Iteration 7Q (128077.850000 sec): 3 clusters
  Score: Raw -281423.039467 + Penalty 2686.085435 = -278736.954032
  nChanged 110
		SP:Iteration 8Q (128078.010000 sec): 3 clusters
  Score: Raw -281488.960314 + Penalty 2686.085435 = -278802.874878
  nChanged 102
		SP:Iteration 9Q (128078.170000 sec): 3 clusters
  Score: Raw -281542.108211 + Penalty 2686.085435 = -278856.022776
  nChanged 83
		SP:Iteration 10Q (128078.330000 sec): 3 clusters
  Score: Raw -281588.089139 + Penalty 2686.085435 = -278902.003703
  nChanged 79
		SP:Iteration 11Q (128078.490000 sec): 3 clusters
  Score: Raw -281627.552470 + Penalty 2686.085435 = -278941.467035
  nChanged 66
		SP:Iteration 12Q (128078.650000 sec): 3 clusters
  Score: Raw -281658.822760 + Penalty 2686.085435 = -278972.737324
  nChanged 60
		SP:Iteration 13Q (128078.810000 sec): 3 clusters
  Score: Raw -281689.358098 + Penalty 2686.085435 = -279003.272663
  nChanged 58
		SP:Iteration 14Q (128078.970000 sec): 3 clusters
  Score: Raw -281713.657170 + Penalty 2686.085435 = -279027.571735
  nChanged 43
		SP:Iteration 15Q (128079.150000 sec): 3 clusters
  Score: Raw -281728.232909 + Penalty 2686.085435 = -279042.147474
  nChanged 31
		SP:Iteration 16Q (128079.320000 sec): 3 clusters
  Score: Raw -281738.881603 + Penalty 2686.085435 = -279052.796167
  nChanged 30
		SP:Iteration 17Q (128079.500000 sec): 3 clusters
  Score: Raw -281747.429526 + Penalty 2686.085435 = -279061.344090
  nChanged 20
		SP:Iteration 18Q (128079.670000 sec): 3 clusters
  Score: Raw -281754.798328 + Penalty 2686.085435 = -279068.712893
  nChanged 14
		SP:Iteration 19Q (128079.850000 sec): 3 clusters
  Score: Raw -281760.834937 + Penalty 2686.085435 = -279074.749502
  nChanged 19
		SP:Iteration 20F (128080.030000 sec): 3 clusters
  Score: Raw -281766.389548 + Penalty 2686.085435 = -279080.304113
  nChanged 16
		SP:Iteration 21Q (128080.200000 sec): 3 clusters
  Score: Raw -281770.987076 + Penalty 2686.085435 = -279084.901641
  nChanged 16
		SP:Iteration 22Q (128080.380000 sec): 3 clusters
  Score: Raw -281776.784772 + Penalty 2686.085435 = -279090.699337
  nChanged 14
		SP:Iteration 23Q (128080.550000 sec): 3 clusters
  Score: Raw -281782.405369 + Penalty 2686.085435 = -279096.319934
  nChanged 18
		SP:Iteration 24Q (128080.730000 sec): 3 clusters
  Score: Raw -281788.986545 + Penalty 2686.085435 = -279102.901110
  nChanged 14
		SP:Iteration 25Q (128080.910000 sec): 3 clusters
  Score: Raw -281794.127141 + Penalty 2686.085435 = -279108.041706
  nChanged 14
		SP:Iteration 26Q (128081.080000 sec): 3 clusters
  Score: Raw -281798.570796 + Penalty 2686.085435 = -279112.485361
  nChanged 10
		SP:Iteration 27Q (128081.250000 sec): 3 clusters
  Score: Raw -281801.218356 + Penalty 2686.085435 = -279115.132920
  nChanged 9
		SP:Iteration 28Q (128081.430000 sec): 3 clusters
  Score: Raw -281803.657288 + Penalty 2686.085435 = -279117.571852
  nChanged 6
		SP:Iteration 29Q (128081.610000 sec): 3 clusters
  Score: Raw -281805.047342 + Penalty 2686.085435 = -279118.961906
  nChanged 9
		SP:Iteration 30Q (128081.780000 sec): 3 clusters
  Score: Raw -281808.798934 + Penalty 2686.085435 = -279122.713498
  nChanged 14
		SP:Iteration 31Q (128081.960000 sec): 3 clusters
  Score: Raw -281813.820204 + Penalty 2686.085435 = -279127.734768
  nChanged 10
		SP:Iteration 32Q (128082.130000 sec): 3 clusters
  Score: Raw -281818.146880 + Penalty 2686.085435 = -279132.061445
  nChanged 14
		SP:Iteration 33Q (128082.310000 sec): 3 clusters
  Score: Raw -281822.266063 + Penalty 2686.085435 = -279136.180628
  nChanged 12
		SP:Iteration 34Q (128082.490000 sec): 3 clusters
  Score: Raw -281827.250685 + Penalty 2686.085435 = -279141.165250
  nChanged 14
		SP:Iteration 35Q (128082.660000 sec): 3 clusters
  Score: Raw -281831.470882 + Penalty 2686.085435 = -279145.385447
  nChanged 11
		SP:Iteration 36Q (128082.840000 sec): 3 clusters
  Score: Raw -281833.526913 + Penalty 2686.085435 = -279147.441478
  nChanged 7
		SP:Iteration 37Q (128083.010000 sec): 3 clusters
  Score: Raw -281835.069580 + Penalty 2686.085435 = -279148.984145
  nChanged 4
		SP:Iteration 38Q (128083.190000 sec): 3 clusters
  Score: Raw -281836.352697 + Penalty 2686.085435 = -279150.267261
  nChanged 4
		SP:Iteration 39Q (128083.370000 sec): 3 clusters
  Score: Raw -281838.019264 + Penalty 2686.085435 = -279151.933829
  nChanged 4
		SP:Iteration 40F (128083.540000 sec): 3 clusters
  Score: Raw -281838.925845 + Penalty 2686.085435 = -279152.840410
  nChanged 2
		SP:Iteration 41Q (128083.710000 sec): 3 clusters
  Score: Raw -281839.304915 + Penalty 2686.085435 = -279153.219480
  nChanged 1
		SP:Iteration 42Q (128083.890000 sec): 3 clusters
  Score: Raw -281839.551486 + Penalty 2686.085435 = -279153.466051
  nChanged 0
		SP:Iteration 43F (128084.070000 sec): 3 clusters
  Score: Raw -281839.551486 + Penalty 2686.085435 = -279153.466051
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 104 (8509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128084.190000 sec): 2 clusters
  Score: Raw -807368.329818 + Penalty 1470.442952 = -805897.886865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128084.410000 sec): 3 clusters
  Score: Raw -802565.669396 + Penalty 2940.885904 = -799624.783492
  nChanged 3604
		SP:Iteration 1F (128084.600000 sec): 3 clusters
  Score: Raw -804625.674938 + Penalty 2940.885904 = -801684.789033
  nChanged 589
		SP:Iteration 2F (128084.800000 sec): 3 clusters
  Score: Raw -804940.663450 + Penalty 2940.885904 = -801999.777546
  nChanged 507
		SP:Iteration 3F (128084.990000 sec): 3 clusters
  Score: Raw -805204.487185 + Penalty 2940.885904 = -802263.601280
  nChanged 456
		SP:Iteration 4F (128085.190000 sec): 3 clusters
  Score: Raw -805467.971827 + Penalty 2940.885904 = -802527.085923
  nChanged 468
		SP:Iteration 5F (128085.470000 sec): 3 clusters
  Score: Raw -805769.839825 + Penalty 2940.885904 = -802828.953921
  nChanged 498
		SP:Iteration 6F (128085.620000 sec): 3 clusters
  Score: Raw -806119.700269 + Penalty 2940.885904 = -803178.814364
  nChanged 430
		SP:Iteration 7F (128085.810000 sec): 3 clusters
  Score: Raw -806406.591969 + Penalty 2940.885904 = -803465.706065
  nChanged 395
		SP:Iteration 8Q (128086.020000 sec): 3 clusters
  Score: Raw -806682.836066 + Penalty 2940.885904 = -803741.950161
  nChanged 318
		SP:Iteration 9Q (128086.210000 sec): 3 clusters
  Score: Raw -806911.084338 + Penalty 2940.885904 = -803970.198434
  nChanged 239
		SP:Iteration 10Q (128086.410000 sec): 3 clusters
  Score: Raw -807089.576545 + Penalty 2940.885904 = -804148.690640
  nChanged 174
		SP:Iteration 11Q (128086.610000 sec): 3 clusters
  Score: Raw -807224.548736 + Penalty 2940.885904 = -804283.662832
  nChanged 138
		SP:Iteration 12Q (128086.800000 sec): 3 clusters
  Score: Raw -807325.011416 + Penalty 2940.885904 = -804384.125511
  nChanged 94
		SP:Iteration 13Q (128087.000000 sec): 3 clusters
  Score: Raw -807397.738773 + Penalty 2940.885904 = -804456.852869
  nChanged 74
		SP:Iteration 14Q (128087.190000 sec): 3 clusters
  Score: Raw -807459.100822 + Penalty 2940.885904 = -804518.214918
  nChanged 50
		SP:Iteration 15Q (128087.390000 sec): 3 clusters
  Score: Raw -807506.608483 + Penalty 2940.885904 = -804565.722579
  nChanged 31
		SP:Iteration 16Q (128087.590000 sec): 3 clusters
  Score: Raw -807531.294755 + Penalty 2940.885904 = -804590.408851
  nChanged 20
		SP:Iteration 17Q (128087.780000 sec): 3 clusters
  Score: Raw -807548.510992 + Penalty 2940.885904 = -804607.625087
  nChanged 13
		SP:Iteration 18Q (128087.980000 sec): 3 clusters
  Score: Raw -807559.612555 + Penalty 2940.885904 = -804618.726650
  nChanged 10
		SP:Iteration 19Q (128088.170000 sec): 3 clusters
  Score: Raw -807566.509100 + Penalty 2940.885904 = -804625.623196
  nChanged 6
		SP:Iteration 20F (128088.370000 sec): 3 clusters
  Score: Raw -807571.596721 + Penalty 2940.885904 = -804630.710817
  nChanged 9
		SP:Iteration 21Q (128088.570000 sec): 3 clusters
  Score: Raw -807579.847835 + Penalty 2940.885904 = -804638.961930
  nChanged 6
		SP:Iteration 22Q (128088.770000 sec): 3 clusters
  Score: Raw -807584.065879 + Penalty 2940.885904 = -804643.179975
  nChanged 3
		SP:Iteration 23Q (128088.960000 sec): 3 clusters
  Score: Raw -807585.974535 + Penalty 2940.885904 = -804645.088631
  nChanged 3
		SP:Iteration 24Q (128089.150000 sec): 3 clusters
  Score: Raw -807587.295202 + Penalty 2940.885904 = -804646.409298
  nChanged 2
		SP:Iteration 25Q (128089.350000 sec): 3 clusters
  Score: Raw -807588.561764 + Penalty 2940.885904 = -804647.675860
  nChanged 0
		SP:Iteration 26F (128089.550000 sec): 3 clusters
  Score: Raw -807588.561764 + Penalty 2940.885904 = -804647.675860
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 105 (3453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128089.640000 sec): 2 clusters
  Score: Raw -270211.337676 + Penalty 1323.887288 = -268887.450388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128089.810000 sec): 3 clusters
  Score: Raw -268488.497954 + Penalty 2647.774577 = -265840.723377
  nChanged 1358
		SP:Iteration 1F (128089.990000 sec): 3 clusters
  Score: Raw -269394.879074 + Penalty 2647.774577 = -266747.104497
  nChanged 325
		SP:Iteration 2F (128090.170000 sec): 3 clusters
  Score: Raw -269732.258006 + Penalty 2647.774577 = -267084.483430
  nChanged 292
		SP:Iteration 3F (128090.340000 sec): 3 clusters
  Score: Raw -270006.295450 + Penalty 2647.774577 = -267358.520873
  nChanged 210
		SP:Iteration 4F (128090.520000 sec): 3 clusters
  Score: Raw -270162.863715 + Penalty 2647.774577 = -267515.089138
  nChanged 153
		SP:Iteration 5Q (128090.690000 sec): 3 clusters
  Score: Raw -270262.847767 + Penalty 2647.774577 = -267615.073190
  nChanged 106
		SP:Iteration 6Q (128090.870000 sec): 3 clusters
  Score: Raw -270326.393551 + Penalty 2647.774577 = -267678.618974
  nChanged 93
		SP:Iteration 7Q (128090.930000 sec): 3 clusters
  Score: Raw -270370.979371 + Penalty 2647.774577 = -267723.204794
  nChanged 56
		SP:Iteration 8Q (128090.990000 sec): 3 clusters
  Score: Raw -270394.796315 + Penalty 2647.774577 = -267747.021738
  nChanged 51
		SP:Iteration 9Q (128091.050000 sec): 3 clusters
  Score: Raw -270412.585432 + Penalty 2647.774577 = -267764.810855
  nChanged 38
		SP:Iteration 10Q (128091.110000 sec): 3 clusters
  Score: Raw -270426.279081 + Penalty 2647.774577 = -267778.504504
  nChanged 26
		SP:Iteration 11Q (128091.170000 sec): 3 clusters
  Score: Raw -270434.827058 + Penalty 2647.774577 = -267787.052482
  nChanged 25
		SP:Iteration 12Q (128091.230000 sec): 3 clusters
  Score: Raw -270441.149040 + Penalty 2647.774577 = -267793.374464
  nChanged 21
		SP:Iteration 13Q (128091.290000 sec): 3 clusters
  Score: Raw -270447.469004 + Penalty 2647.774577 = -267799.694427
  nChanged 15
		SP:Iteration 14Q (128091.350000 sec): 3 clusters
  Score: Raw -270454.849385 + Penalty 2647.774577 = -267807.074809
  nChanged 20
		SP:Iteration 15Q (128091.410000 sec): 3 clusters
  Score: Raw -270460.594128 + Penalty 2647.774577 = -267812.819551
  nChanged 16
		SP:Iteration 16Q (128091.470000 sec): 3 clusters
  Score: Raw -270464.595443 + Penalty 2647.774577 = -267816.820866
  nChanged 9
		SP:Iteration 17Q (128091.530000 sec): 3 clusters
  Score: Raw -270466.461698 + Penalty 2647.774577 = -267818.687121
  nChanged 7
		SP:Iteration 18Q (128091.590000 sec): 3 clusters
  Score: Raw -270467.946600 + Penalty 2647.774577 = -267820.172023
  nChanged 8
		SP:Iteration 19Q (128091.650000 sec): 3 clusters
  Score: Raw -270469.924008 + Penalty 2647.774577 = -267822.149431
  nChanged 8
		SP:Iteration 20F (128091.710000 sec): 3 clusters
  Score: Raw -270471.080905 + Penalty 2647.774577 = -267823.306329
  nChanged 8
		SP:Iteration 21Q (128091.770000 sec): 3 clusters
  Score: Raw -270473.059116 + Penalty 2647.774577 = -267825.284539
  nChanged 7
		SP:Iteration 22Q (128091.830000 sec): 3 clusters
  Score: Raw -270475.666626 + Penalty 2647.774577 = -267827.892049
  nChanged 8
		SP:Iteration 23Q (128091.890000 sec): 3 clusters
  Score: Raw -270477.805600 + Penalty 2647.774577 = -267830.031023
  nChanged 5
		SP:Iteration 24Q (128091.950000 sec): 3 clusters
  Score: Raw -270479.338013 + Penalty 2647.774577 = -267831.563436
  nChanged 5
		SP:Iteration 25Q (128092.010000 sec): 3 clusters
  Score: Raw -270480.501255 + Penalty 2647.774577 = -267832.726678
  nChanged 3
		SP:Iteration 26Q (128092.070000 sec): 3 clusters
  Score: Raw -270481.162183 + Penalty 2647.774577 = -267833.387606
  nChanged 5
		SP:Iteration 27Q (128092.130000 sec): 3 clusters
  Score: Raw -270482.879467 + Penalty 2647.774577 = -267835.104890
  nChanged 3
		SP:Iteration 28Q (128092.190000 sec): 3 clusters
  Score: Raw -270483.530107 + Penalty 2647.774577 = -267835.755530
  nChanged 4
		SP:Iteration 29Q (128092.250000 sec): 3 clusters
  Score: Raw -270484.798403 + Penalty 2647.774577 = -267837.023826
  nChanged 1
		SP:Iteration 30Q (128092.310000 sec): 3 clusters
  Score: Raw -270485.295681 + Penalty 2647.774577 = -267837.521105
  nChanged 2
		SP:Iteration 31Q (128092.370000 sec): 3 clusters
  Score: Raw -270485.514326 + Penalty 2647.774577 = -267837.739749
  nChanged 1
		SP:Iteration 32Q (128092.430000 sec): 3 clusters
  Score: Raw -270485.756210 + Penalty 2647.774577 = -267837.981633
  nChanged 1
		SP:Iteration 33Q (128092.570000 sec): 3 clusters
  Score: Raw -270485.920015 + Penalty 2647.774577 = -267838.145439
  nChanged 1
		SP:Iteration 34Q (128092.750000 sec): 3 clusters
  Score: Raw -270486.214544 + Penalty 2647.774577 = -267838.439968
  nChanged 1
		SP:Iteration 35Q (128092.920000 sec): 3 clusters
  Score: Raw -270486.558795 + Penalty 2647.774577 = -267838.784219
  nChanged 2
		SP:Iteration 36Q (128093.100000 sec): 3 clusters
  Score: Raw -270487.195778 + Penalty 2647.774577 = -267839.421201
  nChanged 3
		SP:Iteration 37Q (128093.170000 sec): 3 clusters
  Score: Raw -270487.824258 + Penalty 2647.774577 = -267840.049681
  nChanged 2
		SP:Iteration 38Q (128093.230000 sec): 3 clusters
  Score: Raw -270488.755406 + Penalty 2647.774577 = -267840.980829
  nChanged 0
		SP:Iteration 39F (128093.290000 sec): 3 clusters
  Score: Raw -270488.755406 + Penalty 2647.774577 = -267840.980829
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 106 (6055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128093.370000 sec): 2 clusters
  Score: Raw -493143.733050 + Penalty 1415.153944 = -491728.579106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128093.470000 sec): 3 clusters
  Score: Raw -489930.730582 + Penalty 2830.307888 = -487100.422694
  nChanged 2608
		SP:Iteration 1F (128093.660000 sec): 3 clusters
  Score: Raw -491718.118018 + Penalty 2830.307888 = -488887.810130
  nChanged 571
		SP:Iteration 2F (128093.870000 sec): 3 clusters
  Score: Raw -492147.557957 + Penalty 2830.307888 = -489317.250069
  nChanged 451
		SP:Iteration 3F (128094.060000 sec): 3 clusters
  Score: Raw -492485.189282 + Penalty 2830.307888 = -489654.881394
  nChanged 377
		SP:Iteration 4F (128094.190000 sec): 3 clusters
  Score: Raw -492745.196661 + Penalty 2830.307888 = -489914.888772
  nChanged 301
		SP:Iteration 5Q (128094.370000 sec): 3 clusters
  Score: Raw -492934.931589 + Penalty 2830.307888 = -490104.623700
  nChanged 241
		SP:Iteration 6Q (128094.530000 sec): 3 clusters
  Score: Raw -493076.416784 + Penalty 2830.307888 = -490246.108896
  nChanged 205
		SP:Iteration 7Q (128094.700000 sec): 3 clusters
  Score: Raw -493187.659147 + Penalty 2830.307888 = -490357.351258
  nChanged 173
		SP:Iteration 8Q (128094.870000 sec): 3 clusters
  Score: Raw -493272.114724 + Penalty 2830.307888 = -490441.806836
  nChanged 120
		SP:Iteration 9Q (128095.030000 sec): 3 clusters
  Score: Raw -493326.791018 + Penalty 2830.307888 = -490496.483130
  nChanged 96
		SP:Iteration 10Q (128095.200000 sec): 3 clusters
  Score: Raw -493370.676012 + Penalty 2830.307888 = -490540.368123
  nChanged 88
		SP:Iteration 11Q (128095.370000 sec): 3 clusters
  Score: Raw -493404.520866 + Penalty 2830.307888 = -490574.212978
  nChanged 74
		SP:Iteration 12Q (128095.560000 sec): 3 clusters
  Score: Raw -493427.692309 + Penalty 2830.307888 = -490597.384420
  nChanged 59
		SP:Iteration 13Q (128095.750000 sec): 3 clusters
  Score: Raw -493450.439529 + Penalty 2830.307888 = -490620.131641
  nChanged 60
		SP:Iteration 14Q (128095.960000 sec): 3 clusters
  Score: Raw -493471.675432 + Penalty 2830.307888 = -490641.367544
  nChanged 56
		SP:Iteration 15Q (128096.140000 sec): 3 clusters
  Score: Raw -493491.198708 + Penalty 2830.307888 = -490660.890820
  nChanged 47
		SP:Iteration 16Q (128096.280000 sec): 3 clusters
  Score: Raw -493512.490136 + Penalty 2830.307888 = -490682.182248
  nChanged 46
		SP:Iteration 17Q (128096.450000 sec): 3 clusters
  Score: Raw -493528.839555 + Penalty 2830.307888 = -490698.531667
  nChanged 43
		SP:Iteration 18Q (128096.610000 sec): 3 clusters
  Score: Raw -493542.704567 + Penalty 2830.307888 = -490712.396679
  nChanged 39
		SP:Iteration 19Q (128096.780000 sec): 3 clusters
  Score: Raw -493554.006281 + Penalty 2830.307888 = -490723.698393
  nChanged 32
		SP:Iteration 20F (128096.950000 sec): 3 clusters
  Score: Raw -493564.068352 + Penalty 2830.307888 = -490733.760464
  nChanged 26
		SP:Iteration 21Q (128097.120000 sec): 3 clusters
  Score: Raw -493574.612510 + Penalty 2830.307888 = -490744.304622
  nChanged 32
		SP:Iteration 22Q (128097.290000 sec): 3 clusters
  Score: Raw -493588.164855 + Penalty 2830.307888 = -490757.856967
  nChanged 35
		SP:Iteration 23Q (128097.450000 sec): 3 clusters
  Score: Raw -493604.195838 + Penalty 2830.307888 = -490773.887950
  nChanged 49
		SP:Iteration 24Q (128097.620000 sec): 3 clusters
  Score: Raw -493630.660491 + Penalty 2830.307888 = -490800.352603
  nChanged 51
		SP:Iteration 25Q (128097.790000 sec): 3 clusters
  Score: Raw -493654.701050 + Penalty 2830.307888 = -490824.393162
  nChanged 50
		SP:Iteration 26Q (128097.960000 sec): 3 clusters
  Score: Raw -493672.202062 + Penalty 2830.307888 = -490841.894173
  nChanged 42
		SP:Iteration 27Q (128098.130000 sec): 3 clusters
  Score: Raw -493688.423180 + Penalty 2830.307888 = -490858.115292
  nChanged 38
		SP:Iteration 28Q (128098.290000 sec): 3 clusters
  Score: Raw -493700.251006 + Penalty 2830.307888 = -490869.943118
  nChanged 37
		SP:Iteration 29Q (128098.450000 sec): 3 clusters
  Score: Raw -493712.160434 + Penalty 2830.307888 = -490881.852545
  nChanged 34
		SP:Iteration 30Q (128098.630000 sec): 3 clusters
  Score: Raw -493725.529525 + Penalty 2830.307888 = -490895.221637
  nChanged 39
		SP:Iteration 31Q (128098.840000 sec): 3 clusters
  Score: Raw -493738.265470 + Penalty 2830.307888 = -490907.957582
  nChanged 26
		SP:Iteration 32Q (128099.010000 sec): 3 clusters
  Score: Raw -493748.693730 + Penalty 2830.307888 = -490918.385842
  nChanged 32
		SP:Iteration 33Q (128099.170000 sec): 3 clusters
  Score: Raw -493759.832048 + Penalty 2830.307888 = -490929.524160
  nChanged 26
		SP:Iteration 34Q (128099.340000 sec): 3 clusters
  Score: Raw -493767.260026 + Penalty 2830.307888 = -490936.952138
  nChanged 27
		SP:Iteration 35Q (128099.500000 sec): 3 clusters
  Score: Raw -493774.886825 + Penalty 2830.307888 = -490944.578937
  nChanged 20
		SP:Iteration 36Q (128099.670000 sec): 3 clusters
  Score: Raw -493778.322674 + Penalty 2830.307888 = -490948.014786
  nChanged 20
		SP:Iteration 37Q (128099.830000 sec): 3 clusters
  Score: Raw -493783.658703 + Penalty 2830.307888 = -490953.350814
  nChanged 16
		SP:Iteration 38Q (128100.000000 sec): 3 clusters
  Score: Raw -493788.071935 + Penalty 2830.307888 = -490957.764047
  nChanged 12
		SP:Iteration 39Q (128100.170000 sec): 3 clusters
  Score: Raw -493790.683623 + Penalty 2830.307888 = -490960.375735
  nChanged 7
		SP:Iteration 40F (128100.330000 sec): 3 clusters
  Score: Raw -493792.329763 + Penalty 2830.307888 = -490962.021874
  nChanged 5
		SP:Iteration 41Q (128100.500000 sec): 3 clusters
  Score: Raw -493793.529444 + Penalty 2830.307888 = -490963.221556
  nChanged 4
		SP:Iteration 42Q (128100.670000 sec): 3 clusters
  Score: Raw -493794.760097 + Penalty 2830.307888 = -490964.452208
  nChanged 5
		SP:Iteration 43Q (128100.830000 sec): 3 clusters
  Score: Raw -493796.131306 + Penalty 2830.307888 = -490965.823418
  nChanged 8
		SP:Iteration 44Q (128101.000000 sec): 3 clusters
  Score: Raw -493797.993369 + Penalty 2830.307888 = -490967.685481
  nChanged 11
		SP:Iteration 45Q (128101.160000 sec): 3 clusters
  Score: Raw -493801.462198 + Penalty 2830.307888 = -490971.154310
  nChanged 18
		SP:Iteration 46Q (128101.380000 sec): 3 clusters
  Score: Raw -493805.780781 + Penalty 2830.307888 = -490975.472893
  nChanged 16
		SP:Iteration 47Q (128101.560000 sec): 3 clusters
  Score: Raw -493808.597245 + Penalty 2830.307888 = -490978.289357
  nChanged 9
		SP:Iteration 48Q (128101.700000 sec): 3 clusters
  Score: Raw -493811.071335 + Penalty 2830.307888 = -490980.763446
  nChanged 8
		SP:Iteration 49Q (128101.860000 sec): 3 clusters
  Score: Raw -493813.308733 + Penalty 2830.307888 = -490983.000844
  nChanged 7
		SP:Iteration 50Q (128102.030000 sec): 3 clusters
  Score: Raw -493816.179434 + Penalty 2830.307888 = -490985.871546
  nChanged 13
		SP:Iteration 51Q (128102.200000 sec): 3 clusters
  Score: Raw -493819.524921 + Penalty 2830.307888 = -490989.217032
  nChanged 8
		SP:Iteration 52Q (128102.360000 sec): 3 clusters
  Score: Raw -493821.397439 + Penalty 2830.307888 = -490991.089551
  nChanged 13
		SP:Iteration 53Q (128102.530000 sec): 3 clusters
  Score: Raw -493824.719274 + Penalty 2830.307888 = -490994.411386
  nChanged 13
		SP:Iteration 54Q (128102.690000 sec): 3 clusters
  Score: Raw -493827.798853 + Penalty 2830.307888 = -490997.490965
  nChanged 10
		SP:Iteration 55Q (128102.860000 sec): 3 clusters
  Score: Raw -493830.232527 + Penalty 2830.307888 = -490999.924639
  nChanged 11
		SP:Iteration 56Q (128103.030000 sec): 3 clusters
  Score: Raw -493833.829630 + Penalty 2830.307888 = -491003.521742
  nChanged 13
		SP:Iteration 57Q (128103.200000 sec): 3 clusters
  Score: Raw -493836.977641 + Penalty 2830.307888 = -491006.669753
  nChanged 8
		SP:Iteration 58Q (128103.410000 sec): 3 clusters
  Score: Raw -493838.278354 + Penalty 2830.307888 = -491007.970466
  nChanged 3
		SP:Iteration 59Q (128103.620000 sec): 3 clusters
  Score: Raw -493838.757428 + Penalty 2830.307888 = -491008.449540
  nChanged 1
		SP:Iteration 60F (128103.810000 sec): 3 clusters
  Score: Raw -493838.865026 + Penalty 2830.307888 = -491008.557138
  nChanged 1
		SP:Iteration 61Q (128103.980000 sec): 3 clusters
  Score: Raw -493839.079316 + Penalty 2830.307888 = -491008.771428
  nChanged 1
		SP:Iteration 62Q (128104.120000 sec): 3 clusters
  Score: Raw -493839.256107 + Penalty 2830.307888 = -491008.948218
  nChanged 3
		SP:Iteration 63Q (128104.300000 sec): 3 clusters
  Score: Raw -493840.137567 + Penalty 2830.307888 = -491009.829679
  nChanged 2
		SP:Iteration 64Q (128104.460000 sec): 3 clusters
  Score: Raw -493840.439734 + Penalty 2830.307888 = -491010.131846
  nChanged 2
		SP:Iteration 65Q (128104.630000 sec): 3 clusters
  Score: Raw -493840.806216 + Penalty 2830.307888 = -491010.498328
  nChanged 2
		SP:Iteration 66Q (128104.800000 sec): 3 clusters
  Score: Raw -493841.218011 + Penalty 2830.307888 = -491010.910122
  nChanged 3
		SP:Iteration 67Q (128104.970000 sec): 3 clusters
  Score: Raw -493841.719362 + Penalty 2830.307888 = -491011.411474
  nChanged 0
		SP:Iteration 68F (128105.160000 sec): 3 clusters
  Score: Raw -493841.719362 + Penalty 2830.307888 = -491011.411474
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 107 (771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128105.210000 sec): 2 clusters
  Score: Raw -59174.853650 + Penalty 1080.249361 = -58094.604289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128105.390000 sec): 3 clusters
  Score: Raw -58995.186915 + Penalty 2160.498721 = -56834.688193
  nChanged 223
		SP:Iteration 1F (128105.570000 sec): 3 clusters
  Score: Raw -59305.919545 + Penalty 2160.498721 = -57145.420824
  nChanged 73
		SP:Iteration 2F (128105.740000 sec): 3 clusters
  Score: Raw -59462.381022 + Penalty 2160.498721 = -57301.882301
  nChanged 46
		SP:Iteration 3F (128105.920000 sec): 3 clusters
  Score: Raw -59539.949347 + Penalty 2160.498721 = -57379.450626
  nChanged 24
		SP:Iteration 4Q (128106.100000 sec): 3 clusters
  Score: Raw -59593.399258 + Penalty 2160.498721 = -57432.900537
  nChanged 18
		SP:Iteration 5Q (128106.270000 sec): 3 clusters
  Score: Raw -59625.681135 + Penalty 2160.498721 = -57465.182414
  nChanged 9
		SP:Iteration 6Q (128106.450000 sec): 3 clusters
  Score: Raw -59645.010854 + Penalty 2160.498721 = -57484.512132
  nChanged 6
		SP:Iteration 7Q (128106.620000 sec): 3 clusters
  Score: Raw -59661.017075 + Penalty 2160.498721 = -57500.518354
  nChanged 4
		SP:Iteration 8Q (128106.800000 sec): 3 clusters
  Score: Raw -59679.187784 + Penalty 2160.498721 = -57518.689062
  nChanged 6
		SP:Iteration 9Q (128106.980000 sec): 3 clusters
  Score: Raw -59696.540981 + Penalty 2160.498721 = -57536.042259
  nChanged 3
		SP:Iteration 10Q (128107.150000 sec): 3 clusters
  Score: Raw -59702.589158 + Penalty 2160.498721 = -57542.090437
  nChanged 3
		SP:Iteration 11Q (128107.330000 sec): 3 clusters
  Score: Raw -59706.886330 + Penalty 2160.498721 = -57546.387608
  nChanged 3
		SP:Iteration 12Q (128107.500000 sec): 3 clusters
  Score: Raw -59710.304523 + Penalty 2160.498721 = -57549.805802
  nChanged 1
		SP:Iteration 13Q (128107.680000 sec): 3 clusters
  Score: Raw -59711.355597 + Penalty 2160.498721 = -57550.856876
  nChanged 1
		SP:Iteration 14Q (128107.860000 sec): 3 clusters
  Score: Raw -59711.763821 + Penalty 2160.498721 = -57551.265099
  nChanged 1
		SP:Iteration 15Q (128108.030000 sec): 3 clusters
  Score: Raw -59714.523069 + Penalty 2160.498721 = -57554.024348
  nChanged 3
		SP:Iteration 16Q (128108.210000 sec): 3 clusters
  Score: Raw -59724.066125 + Penalty 2160.498721 = -57563.567403
  nChanged 4
		SP:Iteration 17Q (128108.380000 sec): 3 clusters
  Score: Raw -59732.341988 + Penalty 2160.498721 = -57571.843267
  nChanged 5
		SP:Iteration 18Q (128108.560000 sec): 3 clusters
  Score: Raw -59745.079364 + Penalty 2160.498721 = -57584.580643
  nChanged 2
		SP:Iteration 19Q (128108.740000 sec): 3 clusters
  Score: Raw -59752.980256 + Penalty 2160.498721 = -57592.481535
  nChanged 5
		SP:Iteration 20F (128108.910000 sec): 3 clusters
  Score: Raw -59761.581068 + Penalty 2160.498721 = -57601.082347
  nChanged 5
		SP:Iteration 21Q (128109.090000 sec): 3 clusters
  Score: Raw -59772.419630 + Penalty 2160.498721 = -57611.920908
  nChanged 6
		SP:Iteration 22Q (128109.260000 sec): 3 clusters
  Score: Raw -59781.274790 + Penalty 2160.498721 = -57620.776069
  nChanged 1
		SP:Iteration 23Q (128109.440000 sec): 3 clusters
  Score: Raw -59783.196099 + Penalty 2160.498721 = -57622.697378
  nChanged 3
		SP:Iteration 24Q (128109.620000 sec): 3 clusters
  Score: Raw -59788.615076 + Penalty 2160.498721 = -57628.116355
  nChanged 2
		SP:Iteration 25Q (128109.790000 sec): 3 clusters
  Score: Raw -59792.092547 + Penalty 2160.498721 = -57631.593825
  nChanged 2
		SP:Iteration 26Q (128109.970000 sec): 3 clusters
  Score: Raw -59799.930247 + Penalty 2160.498721 = -57639.431525
  nChanged 6
		SP:Iteration 27Q (128110.140000 sec): 3 clusters
  Score: Raw -59810.645427 + Penalty 2160.498721 = -57650.146706
  nChanged 2
		SP:Iteration 28Q (128110.320000 sec): 3 clusters
  Score: Raw -59811.469145 + Penalty 2160.498721 = -57650.970423
  nChanged 1
		SP:Iteration 29Q (128110.500000 sec): 3 clusters
  Score: Raw -59813.049369 + Penalty 2160.498721 = -57652.550648
  nChanged 0
		SP:Iteration 30F (128110.670000 sec): 3 clusters
  Score: Raw -59813.049369 + Penalty 2160.498721 = -57652.550648
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 108 (6051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128110.780000 sec): 2 clusters
  Score: Raw -512174.361932 + Penalty 1415.046559 = -510759.315373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128110.960000 sec): 3 clusters
  Score: Raw -508993.006183 + Penalty 2830.093119 = -506162.913065
  nChanged 2493
		SP:Iteration 1F (128111.130000 sec): 3 clusters
  Score: Raw -510611.732769 + Penalty 2830.093119 = -507781.639651
  nChanged 561
		SP:Iteration 2F (128111.290000 sec): 3 clusters
  Score: Raw -511090.396670 + Penalty 2830.093119 = -508260.303551
  nChanged 493
		SP:Iteration 3F (128111.460000 sec): 3 clusters
  Score: Raw -511579.340125 + Penalty 2830.093119 = -508749.247006
  nChanged 441
		SP:Iteration 4F (128111.630000 sec): 3 clusters
  Score: Raw -512024.757135 + Penalty 2830.093119 = -509194.664017
  nChanged 394
		SP:Iteration 5F (128111.800000 sec): 3 clusters
  Score: Raw -512443.380931 + Penalty 2830.093119 = -509613.287812
  nChanged 336
		SP:Iteration 6F (128111.960000 sec): 3 clusters
  Score: Raw -512763.404883 + Penalty 2830.093119 = -509933.311765
  nChanged 233
		SP:Iteration 7Q (128112.130000 sec): 3 clusters
  Score: Raw -512936.849366 + Penalty 2830.093119 = -510106.756247
  nChanged 165
		SP:Iteration 8Q (128112.300000 sec): 3 clusters
  Score: Raw -513048.244015 + Penalty 2830.093119 = -510218.150896
  nChanged 132
		SP:Iteration 9Q (128112.460000 sec): 3 clusters
  Score: Raw -513114.926831 + Penalty 2830.093119 = -510284.833713
  nChanged 92
		SP:Iteration 10Q (128112.630000 sec): 3 clusters
  Score: Raw -513155.574060 + Penalty 2830.093119 = -510325.480942
  nChanged 85
		SP:Iteration 11Q (128112.790000 sec): 3 clusters
  Score: Raw -513201.956315 + Penalty 2830.093119 = -510371.863196
  nChanged 78
		SP:Iteration 12Q (128112.960000 sec): 3 clusters
  Score: Raw -513245.646402 + Penalty 2830.093119 = -510415.553284
  nChanged 70
		SP:Iteration 13Q (128113.100000 sec): 3 clusters
  Score: Raw -513285.579688 + Penalty 2830.093119 = -510455.486570
  nChanged 72
		SP:Iteration 14Q (128113.200000 sec): 3 clusters
  Score: Raw -513314.387673 + Penalty 2830.093119 = -510484.294554
  nChanged 48
		SP:Iteration 15Q (128113.380000 sec): 3 clusters
  Score: Raw -513329.455821 + Penalty 2830.093119 = -510499.362702
  nChanged 28
		SP:Iteration 16Q (128113.600000 sec): 3 clusters
  Score: Raw -513336.055778 + Penalty 2830.093119 = -510505.962659
  nChanged 20
		SP:Iteration 17Q (128113.770000 sec): 3 clusters
  Score: Raw -513340.558802 + Penalty 2830.093119 = -510510.465683
  nChanged 16
		SP:Iteration 18Q (128113.950000 sec): 3 clusters
  Score: Raw -513344.204306 + Penalty 2830.093119 = -510514.111187
  nChanged 10
		SP:Iteration 19Q (128114.090000 sec): 3 clusters
  Score: Raw -513346.113577 + Penalty 2830.093119 = -510516.020459
  nChanged 10
		SP:Iteration 20F (128114.260000 sec): 3 clusters
  Score: Raw -513347.839712 + Penalty 2830.093119 = -510517.746593
  nChanged 7
		SP:Iteration 21Q (128114.420000 sec): 3 clusters
  Score: Raw -513350.065002 + Penalty 2830.093119 = -510519.971884
  nChanged 10
		SP:Iteration 22Q (128114.590000 sec): 3 clusters
  Score: Raw -513351.734742 + Penalty 2830.093119 = -510521.641623
  nChanged 5
		SP:Iteration 23Q (128114.760000 sec): 3 clusters
  Score: Raw -513352.765403 + Penalty 2830.093119 = -510522.672284
  nChanged 5
		SP:Iteration 24Q (128114.930000 sec): 3 clusters
  Score: Raw -513354.032573 + Penalty 2830.093119 = -510523.939455
  nChanged 3
		SP:Iteration 25Q (128115.100000 sec): 3 clusters
  Score: Raw -513354.632978 + Penalty 2830.093119 = -510524.539860
  nChanged 1
		SP:Iteration 26Q (128115.240000 sec): 3 clusters
  Score: Raw -513354.720130 + Penalty 2830.093119 = -510524.627012
  nChanged 0
		SP:Iteration 27F (128115.340000 sec): 3 clusters
  Score: Raw -513354.720130 + Penalty 2830.093119 = -510524.627012
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 109 (8232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128115.430000 sec): 2 clusters
  Score: Raw -781380.840785 + Penalty 1465.064945 = -779915.775840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128115.580000 sec): 3 clusters
  Score: Raw -776795.538858 + Penalty 2930.129890 = -773865.408967
  nChanged 3535
		SP:Iteration 1F (128115.770000 sec): 3 clusters
  Score: Raw -778847.866323 + Penalty 2930.129890 = -775917.736432
  nChanged 634
		SP:Iteration 2F (128115.970000 sec): 3 clusters
  Score: Raw -779238.029723 + Penalty 2930.129890 = -776307.899833
  nChanged 581
		SP:Iteration 3F (128116.160000 sec): 3 clusters
  Score: Raw -779623.365471 + Penalty 2930.129890 = -776693.235581
  nChanged 532
		SP:Iteration 4F (128116.360000 sec): 3 clusters
  Score: Raw -779943.691684 + Penalty 2930.129890 = -777013.561794
  nChanged 437
		SP:Iteration 5F (128116.560000 sec): 3 clusters
  Score: Raw -780189.581228 + Penalty 2930.129890 = -777259.451338
  nChanged 346
		SP:Iteration 6Q (128116.760000 sec): 3 clusters
  Score: Raw -780369.352835 + Penalty 2930.129890 = -777439.222944
  nChanged 260
		SP:Iteration 7Q (128116.960000 sec): 3 clusters
  Score: Raw -780496.318038 + Penalty 2930.129890 = -777566.188147
  nChanged 226
		SP:Iteration 8Q (128117.160000 sec): 3 clusters
  Score: Raw -780606.750665 + Penalty 2930.129890 = -777676.620775
  nChanged 167
		SP:Iteration 9Q (128117.360000 sec): 3 clusters
  Score: Raw -780685.605435 + Penalty 2930.129890 = -777755.475545
  nChanged 175
		SP:Iteration 10Q (128117.550000 sec): 3 clusters
  Score: Raw -780764.458514 + Penalty 2930.129890 = -777834.328624
  nChanged 140
		SP:Iteration 11Q (128117.750000 sec): 3 clusters
  Score: Raw -780827.842097 + Penalty 2930.129890 = -777897.712206
  nChanged 136
		SP:Iteration 12Q (128117.940000 sec): 3 clusters
  Score: Raw -780890.647459 + Penalty 2930.129890 = -777960.517569
  nChanged 127
		SP:Iteration 13Q (128118.140000 sec): 3 clusters
  Score: Raw -780955.371878 + Penalty 2930.129890 = -778025.241988
  nChanged 118
		SP:Iteration 14Q (128118.340000 sec): 3 clusters
  Score: Raw -781017.218340 + Penalty 2930.129890 = -778087.088450
  nChanged 109
		SP:Iteration 15Q (128118.530000 sec): 3 clusters
  Score: Raw -781080.167723 + Penalty 2930.129890 = -778150.037833
  nChanged 114
		SP:Iteration 16Q (128118.730000 sec): 3 clusters
  Score: Raw -781155.306238 + Penalty 2930.129890 = -778225.176348
  nChanged 109
		SP:Iteration 17Q (128118.920000 sec): 3 clusters
  Score: Raw -781217.465724 + Penalty 2930.129890 = -778287.335833
  nChanged 98
		SP:Iteration 18Q (128119.120000 sec): 3 clusters
  Score: Raw -781272.630176 + Penalty 2930.129890 = -778342.500286
  nChanged 76
		SP:Iteration 19Q (128119.320000 sec): 3 clusters
  Score: Raw -781319.706850 + Penalty 2930.129890 = -778389.576960
  nChanged 75
		SP:Iteration 20F (128119.520000 sec): 3 clusters
  Score: Raw -781374.185266 + Penalty 2930.129890 = -778444.055375
  nChanged 71
		SP:Iteration 21Q (128119.710000 sec): 3 clusters
  Score: Raw -781426.149796 + Penalty 2930.129890 = -778496.019906
  nChanged 55
		SP:Iteration 22Q (128119.910000 sec): 3 clusters
  Score: Raw -781463.512168 + Penalty 2930.129890 = -778533.382278
  nChanged 49
		SP:Iteration 23Q (128120.100000 sec): 3 clusters
  Score: Raw -781493.442271 + Penalty 2930.129890 = -778563.312381
  nChanged 36
		SP:Iteration 24Q (128120.300000 sec): 3 clusters
  Score: Raw -781517.610950 + Penalty 2930.129890 = -778587.481060
  nChanged 35
		SP:Iteration 25Q (128120.500000 sec): 3 clusters
  Score: Raw -781540.069287 + Penalty 2930.129890 = -778609.939396
  nChanged 23
		SP:Iteration 26Q (128120.690000 sec): 3 clusters
  Score: Raw -781553.577263 + Penalty 2930.129890 = -778623.447373
  nChanged 21
		SP:Iteration 27Q (128120.890000 sec): 3 clusters
  Score: Raw -781568.206387 + Penalty 2930.129890 = -778638.076496
  nChanged 15
		SP:Iteration 28Q (128121.080000 sec): 3 clusters
  Score: Raw -781577.768984 + Penalty 2930.129890 = -778647.639094
  nChanged 13
		SP:Iteration 29Q (128121.280000 sec): 3 clusters
  Score: Raw -781586.807762 + Penalty 2930.129890 = -778656.677872
  nChanged 12
		SP:Iteration 30Q (128121.480000 sec): 3 clusters
  Score: Raw -781595.013662 + Penalty 2930.129890 = -778664.883772
  nChanged 9
		SP:Iteration 31Q (128121.720000 sec): 3 clusters
  Score: Raw -781600.209087 + Penalty 2930.129890 = -778670.079196
  nChanged 7
		SP:Iteration 32Q (128121.880000 sec): 3 clusters
  Score: Raw -781605.468743 + Penalty 2930.129890 = -778675.338853
  nChanged 6
		SP:Iteration 33Q (128122.080000 sec): 3 clusters
  Score: Raw -781609.068626 + Penalty 2930.129890 = -778678.938735
  nChanged 7
		SP:Iteration 34Q (128122.270000 sec): 3 clusters
  Score: Raw -781613.967234 + Penalty 2930.129890 = -778683.837344
  nChanged 8
		SP:Iteration 35Q (128122.470000 sec): 3 clusters
  Score: Raw -781619.324010 + Penalty 2930.129890 = -778689.194120
  nChanged 9
		SP:Iteration 36Q (128122.660000 sec): 3 clusters
  Score: Raw -781625.937018 + Penalty 2930.129890 = -778695.807128
  nChanged 7
		SP:Iteration 37Q (128122.860000 sec): 3 clusters
  Score: Raw -781630.450162 + Penalty 2930.129890 = -778700.320272
  nChanged 5
		SP:Iteration 38Q (128123.060000 sec): 3 clusters
  Score: Raw -781634.222415 + Penalty 2930.129890 = -778704.092525
  nChanged 4
		SP:Iteration 39Q (128123.260000 sec): 3 clusters
  Score: Raw -781636.644873 + Penalty 2930.129890 = -778706.514983
  nChanged 3
		SP:Iteration 40F (128123.450000 sec): 3 clusters
  Score: Raw -781638.273762 + Penalty 2930.129890 = -778708.143872
  nChanged 3
		SP:Iteration 41Q (128123.650000 sec): 3 clusters
  Score: Raw -781639.698173 + Penalty 2930.129890 = -778709.568283
  nChanged 2
		SP:Iteration 42Q (128123.850000 sec): 3 clusters
  Score: Raw -781640.744150 + Penalty 2930.129890 = -778710.614260
  nChanged 0
		SP:Iteration 43F (128124.040000 sec): 3 clusters
  Score: Raw -781640.744150 + Penalty 2930.129890 = -778710.614260
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 110 (5208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128124.170000 sec): 2 clusters
  Score: Raw -475152.388086 + Penalty 1390.667067 = -473761.721018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128124.270000 sec): 3 clusters
  Score: Raw -472396.062292 + Penalty 2781.334135 = -469614.728157
  nChanged 2149
		SP:Iteration 1F (128124.480000 sec): 3 clusters
  Score: Raw -473655.765965 + Penalty 2781.334135 = -470874.431830
  nChanged 420
		SP:Iteration 2F (128124.660000 sec): 3 clusters
  Score: Raw -473926.997288 + Penalty 2781.334135 = -471145.663153
  nChanged 311
		SP:Iteration 3F (128124.820000 sec): 3 clusters
  Score: Raw -474151.276652 + Penalty 2781.334135 = -471369.942517
  nChanged 289
		SP:Iteration 4F (128124.980000 sec): 3 clusters
  Score: Raw -474349.726696 + Penalty 2781.334135 = -471568.392561
  nChanged 264
		SP:Iteration 5F (128125.140000 sec): 3 clusters
  Score: Raw -474514.156279 + Penalty 2781.334135 = -471732.822144
  nChanged 228
		SP:Iteration 6Q (128125.300000 sec): 3 clusters
  Score: Raw -474644.672991 + Penalty 2781.334135 = -471863.338857
  nChanged 205
		SP:Iteration 7Q (128125.460000 sec): 3 clusters
  Score: Raw -474772.898825 + Penalty 2781.334135 = -471991.564690
  nChanged 180
		SP:Iteration 8Q (128125.620000 sec): 3 clusters
  Score: Raw -474865.289039 + Penalty 2781.334135 = -472083.954905
  nChanged 138
		SP:Iteration 9Q (128125.780000 sec): 3 clusters
  Score: Raw -474916.992827 + Penalty 2781.334135 = -472135.658692
  nChanged 112
		SP:Iteration 10Q (128125.940000 sec): 3 clusters
  Score: Raw -474957.599867 + Penalty 2781.334135 = -472176.265733
  nChanged 75
		SP:Iteration 11Q (128126.120000 sec): 3 clusters
  Score: Raw -474987.912571 + Penalty 2781.334135 = -472206.578437
  nChanged 77
		SP:Iteration 12Q (128126.290000 sec): 3 clusters
  Score: Raw -475016.402530 + Penalty 2781.334135 = -472235.068396
  nChanged 60
		SP:Iteration 13Q (128126.460000 sec): 3 clusters
  Score: Raw -475039.682238 + Penalty 2781.334135 = -472258.348103
  nChanged 58
		SP:Iteration 14Q (128126.640000 sec): 3 clusters
  Score: Raw -475053.638158 + Penalty 2781.334135 = -472272.304023
  nChanged 33
		SP:Iteration 15Q (128126.820000 sec): 3 clusters
  Score: Raw -475063.369865 + Penalty 2781.334135 = -472282.035730
  nChanged 34
		SP:Iteration 16Q (128126.920000 sec): 3 clusters
  Score: Raw -475075.003074 + Penalty 2781.334135 = -472293.668939
  nChanged 36
		SP:Iteration 17Q (128127.020000 sec): 3 clusters
  Score: Raw -475083.420222 + Penalty 2781.334135 = -472302.086087
  nChanged 17
		SP:Iteration 18Q (128127.210000 sec): 3 clusters
  Score: Raw -475087.230040 + Penalty 2781.334135 = -472305.895905
  nChanged 15
		SP:Iteration 19Q (128127.390000 sec): 3 clusters
  Score: Raw -475090.040183 + Penalty 2781.334135 = -472308.706049
  nChanged 9
		SP:Iteration 20F (128127.560000 sec): 3 clusters
  Score: Raw -475091.574993 + Penalty 2781.334135 = -472310.240859
  nChanged 9
		SP:Iteration 21Q (128127.740000 sec): 3 clusters
  Score: Raw -475093.316451 + Penalty 2781.334135 = -472311.982317
  nChanged 9
		SP:Iteration 22Q (128127.910000 sec): 3 clusters
  Score: Raw -475096.507972 + Penalty 2781.334135 = -472315.173837
  nChanged 13
		SP:Iteration 23Q (128128.090000 sec): 3 clusters
  Score: Raw -475099.134060 + Penalty 2781.334135 = -472317.799926
  nChanged 7
		SP:Iteration 24Q (128128.260000 sec): 3 clusters
  Score: Raw -475100.425686 + Penalty 2781.334135 = -472319.091551
  nChanged 8
		SP:Iteration 25Q (128128.440000 sec): 3 clusters
  Score: Raw -475101.834781 + Penalty 2781.334135 = -472320.500647
  nChanged 8
		SP:Iteration 26Q (128128.610000 sec): 3 clusters
  Score: Raw -475103.307559 + Penalty 2781.334135 = -472321.973424
  nChanged 7
		SP:Iteration 27Q (128128.790000 sec): 3 clusters
  Score: Raw -475104.635903 + Penalty 2781.334135 = -472323.301768
  nChanged 6
		SP:Iteration 28Q (128128.960000 sec): 3 clusters
  Score: Raw -475105.729822 + Penalty 2781.334135 = -472324.395687
  nChanged 5
		SP:Iteration 29Q (128129.140000 sec): 3 clusters
  Score: Raw -475106.373955 + Penalty 2781.334135 = -472325.039820
  nChanged 2
		SP:Iteration 30Q (128129.310000 sec): 3 clusters
  Score: Raw -475106.928827 + Penalty 2781.334135 = -472325.594692
  nChanged 4
		SP:Iteration 31Q (128129.480000 sec): 3 clusters
  Score: Raw -475107.640386 + Penalty 2781.334135 = -472326.306251
  nChanged 5
		SP:Iteration 32Q (128129.660000 sec): 3 clusters
  Score: Raw -475108.370423 + Penalty 2781.334135 = -472327.036288
  nChanged 7
		SP:Iteration 33Q (128129.840000 sec): 3 clusters
  Score: Raw -475109.500937 + Penalty 2781.334135 = -472328.166802
  nChanged 7
		SP:Iteration 34Q (128130.010000 sec): 3 clusters
  Score: Raw -475111.013644 + Penalty 2781.334135 = -472329.679509
  nChanged 4
		SP:Iteration 35Q (128130.180000 sec): 3 clusters
  Score: Raw -475111.887614 + Penalty 2781.334135 = -472330.553480
  nChanged 5
		SP:Iteration 36Q (128130.360000 sec): 3 clusters
  Score: Raw -475112.511568 + Penalty 2781.334135 = -472331.177433
  nChanged 3
		SP:Iteration 37Q (128130.530000 sec): 3 clusters
  Score: Raw -475112.818020 + Penalty 2781.334135 = -472331.483885
  nChanged 1
		SP:Iteration 38Q (128130.710000 sec): 3 clusters
  Score: Raw -475113.056864 + Penalty 2781.334135 = -472331.722730
  nChanged 3
		SP:Iteration 39Q (128130.880000 sec): 3 clusters
  Score: Raw -475113.694250 + Penalty 2781.334135 = -472332.360115
  nChanged 2
		SP:Iteration 40F (128131.060000 sec): 3 clusters
  Score: Raw -475114.267437 + Penalty 2781.334135 = -472332.933302
  nChanged 3
		SP:Iteration 41Q (128131.230000 sec): 3 clusters
  Score: Raw -475114.752145 + Penalty 2781.334135 = -472333.418011
  nChanged 2
		SP:Iteration 42Q (128131.410000 sec): 3 clusters
  Score: Raw -475114.919686 + Penalty 2781.334135 = -472333.585551
  nChanged 1
		SP:Iteration 43Q (128131.580000 sec): 3 clusters
  Score: Raw -475114.998618 + Penalty 2781.334135 = -472333.664483
  nChanged 0
		SP:Iteration 44F (128131.760000 sec): 3 clusters
  Score: Raw -475114.998618 + Penalty 2781.334135 = -472333.664483
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 111 (3968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128131.860000 sec): 2 clusters
  Score: Raw -339568.316642 + Penalty 1346.477839 = -338221.838804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128132.030000 sec): 3 clusters
  Score: Raw -337610.863825 + Penalty 2692.955677 = -334917.908148
  nChanged 1580
		SP:Iteration 1F (128132.210000 sec): 3 clusters
  Score: Raw -338542.088836 + Penalty 2692.955677 = -335849.133159
  nChanged 337
		SP:Iteration 2F (128132.380000 sec): 3 clusters
  Score: Raw -338787.428142 + Penalty 2692.955677 = -336094.472465
  nChanged 265
		SP:Iteration 3F (128132.560000 sec): 3 clusters
  Score: Raw -339041.653995 + Penalty 2692.955677 = -336348.698318
  nChanged 271
		SP:Iteration 4F (128132.740000 sec): 3 clusters
  Score: Raw -339303.026795 + Penalty 2692.955677 = -336610.071118
  nChanged 244
		SP:Iteration 5F (128132.910000 sec): 3 clusters
  Score: Raw -339517.120354 + Penalty 2692.955677 = -336824.164677
  nChanged 211
		SP:Iteration 6F (128133.090000 sec): 3 clusters
  Score: Raw -339691.914241 + Penalty 2692.955677 = -336998.958563
  nChanged 168
		SP:Iteration 7Q (128133.260000 sec): 3 clusters
  Score: Raw -339814.249361 + Penalty 2692.955677 = -337121.293683
  nChanged 112
		SP:Iteration 8Q (128133.440000 sec): 3 clusters
  Score: Raw -339881.521442 + Penalty 2692.955677 = -337188.565765
  nChanged 82
		SP:Iteration 9Q (128133.620000 sec): 3 clusters
  Score: Raw -339926.443696 + Penalty 2692.955677 = -337233.488019
  nChanged 75
		SP:Iteration 10Q (128133.790000 sec): 3 clusters
  Score: Raw -339964.630172 + Penalty 2692.955677 = -337271.674494
  nChanged 56
		SP:Iteration 11Q (128133.970000 sec): 3 clusters
  Score: Raw -339993.405001 + Penalty 2692.955677 = -337300.449324
  nChanged 47
		SP:Iteration 12Q (128134.140000 sec): 3 clusters
  Score: Raw -340013.714708 + Penalty 2692.955677 = -337320.759031
  nChanged 38
		SP:Iteration 13Q (128134.320000 sec): 3 clusters
  Score: Raw -340034.478244 + Penalty 2692.955677 = -337341.522567
  nChanged 45
		SP:Iteration 14Q (128134.500000 sec): 3 clusters
  Score: Raw -340054.896497 + Penalty 2692.955677 = -337361.940820
  nChanged 28
		SP:Iteration 15Q (128134.670000 sec): 3 clusters
  Score: Raw -340067.708825 + Penalty 2692.955677 = -337374.753148
  nChanged 27
		SP:Iteration 16Q (128134.850000 sec): 3 clusters
  Score: Raw -340080.409839 + Penalty 2692.955677 = -337387.454161
  nChanged 28
		SP:Iteration 17Q (128134.930000 sec): 3 clusters
  Score: Raw -340091.721685 + Penalty 2692.955677 = -337398.766008
  nChanged 26
		SP:Iteration 18Q (128135.010000 sec): 3 clusters
  Score: Raw -340102.681902 + Penalty 2692.955677 = -337409.726225
  nChanged 27
		SP:Iteration 19Q (128135.090000 sec): 3 clusters
  Score: Raw -340113.475376 + Penalty 2692.955677 = -337420.519698
  nChanged 24
		SP:Iteration 20F (128135.170000 sec): 3 clusters
  Score: Raw -340123.182736 + Penalty 2692.955677 = -337430.227059
  nChanged 17
		SP:Iteration 21Q (128135.260000 sec): 3 clusters
  Score: Raw -340130.341572 + Penalty 2692.955677 = -337437.385895
  nChanged 21
		SP:Iteration 22Q (128135.430000 sec): 3 clusters
  Score: Raw -340141.454976 + Penalty 2692.955677 = -337448.499299
  nChanged 20
		SP:Iteration 23Q (128135.600000 sec): 3 clusters
  Score: Raw -340154.894056 + Penalty 2692.955677 = -337461.938379
  nChanged 32
		SP:Iteration 24Q (128135.780000 sec): 3 clusters
  Score: Raw -340173.843725 + Penalty 2692.955677 = -337480.888047
  nChanged 33
		SP:Iteration 25Q (128135.960000 sec): 3 clusters
  Score: Raw -340194.941190 + Penalty 2692.955677 = -337501.985513
  nChanged 35
		SP:Iteration 26Q (128136.130000 sec): 3 clusters
  Score: Raw -340213.880515 + Penalty 2692.955677 = -337520.924838
  nChanged 28
		SP:Iteration 27Q (128136.310000 sec): 3 clusters
  Score: Raw -340231.651444 + Penalty 2692.955677 = -337538.695767
  nChanged 24
		SP:Iteration 28Q (128136.480000 sec): 3 clusters
  Score: Raw -340244.210035 + Penalty 2692.955677 = -337551.254358
  nChanged 23
		SP:Iteration 29Q (128136.660000 sec): 3 clusters
  Score: Raw -340254.948847 + Penalty 2692.955677 = -337561.993170
  nChanged 12
		SP:Iteration 30Q (128136.840000 sec): 3 clusters
  Score: Raw -340258.727560 + Penalty 2692.955677 = -337565.771882
  nChanged 6
		SP:Iteration 31Q (128137.010000 sec): 3 clusters
  Score: Raw -340260.573624 + Penalty 2692.955677 = -337567.617946
  nChanged 6
		SP:Iteration 32Q (128137.190000 sec): 3 clusters
  Score: Raw -340262.437355 + Penalty 2692.955677 = -337569.481678
  nChanged 5
		SP:Iteration 33Q (128137.360000 sec): 3 clusters
  Score: Raw -340264.064060 + Penalty 2692.955677 = -337571.108382
  nChanged 5
		SP:Iteration 34Q (128137.540000 sec): 3 clusters
  Score: Raw -340265.700056 + Penalty 2692.955677 = -337572.744379
  nChanged 3
		SP:Iteration 35Q (128137.720000 sec): 3 clusters
  Score: Raw -340266.295236 + Penalty 2692.955677 = -337573.339558
  nChanged 5
		SP:Iteration 36Q (128137.890000 sec): 3 clusters
  Score: Raw -340267.282059 + Penalty 2692.955677 = -337574.326382
  nChanged 4
		SP:Iteration 37Q (128138.070000 sec): 3 clusters
  Score: Raw -340268.385968 + Penalty 2692.955677 = -337575.430290
  nChanged 2
		SP:Iteration 38Q (128138.250000 sec): 3 clusters
  Score: Raw -340268.953011 + Penalty 2692.955677 = -337575.997334
  nChanged 1
		SP:Iteration 39Q (128138.420000 sec): 3 clusters
  Score: Raw -340269.469425 + Penalty 2692.955677 = -337576.513748
  nChanged 0
		SP:Iteration 40F (128138.600000 sec): 3 clusters
  Score: Raw -340269.469425 + Penalty 2692.955677 = -337576.513748
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 112 (2531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128138.670000 sec): 2 clusters
  Score: Raw -218242.543667 + Penalty 1273.410086 = -216969.133581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128138.850000 sec): 3 clusters
  Score: Raw -217162.529920 + Penalty 2546.820172 = -214615.709748
  nChanged 925
		SP:Iteration 1F (128139.020000 sec): 3 clusters
  Score: Raw -217907.199045 + Penalty 2546.820172 = -215360.378872
  nChanged 267
		SP:Iteration 2F (128139.200000 sec): 3 clusters
  Score: Raw -218219.998678 + Penalty 2546.820172 = -215673.178506
  nChanged 189
		SP:Iteration 3F (128139.260000 sec): 3 clusters
  Score: Raw -218436.779657 + Penalty 2546.820172 = -215889.959484
  nChanged 146
		SP:Iteration 4F (128139.310000 sec): 3 clusters
  Score: Raw -218605.695347 + Penalty 2546.820172 = -216058.875175
  nChanged 139
		SP:Iteration 5F (128139.360000 sec): 3 clusters
  Score: Raw -218756.115334 + Penalty 2546.820172 = -216209.295162
  nChanged 95
		SP:Iteration 6Q (128139.410000 sec): 3 clusters
  Score: Raw -218837.530846 + Penalty 2546.820172 = -216290.710674
  nChanged 66
		SP:Iteration 7Q (128139.460000 sec): 3 clusters
  Score: Raw -218897.507076 + Penalty 2546.820172 = -216350.686904
  nChanged 53
		SP:Iteration 8Q (128139.510000 sec): 3 clusters
  Score: Raw -218941.418652 + Penalty 2546.820172 = -216394.598480
  nChanged 49
		SP:Iteration 9Q (128139.560000 sec): 3 clusters
  Score: Raw -218985.855807 + Penalty 2546.820172 = -216439.035635
  nChanged 36
		SP:Iteration 10Q (128139.610000 sec): 3 clusters
  Score: Raw -219016.732413 + Penalty 2546.820172 = -216469.912241
  nChanged 26
		SP:Iteration 11Q (128139.670000 sec): 3 clusters
  Score: Raw -219035.633117 + Penalty 2546.820172 = -216488.812945
  nChanged 15
		SP:Iteration 12Q (128139.710000 sec): 3 clusters
  Score: Raw -219047.253864 + Penalty 2546.820172 = -216500.433692
  nChanged 14
		SP:Iteration 13Q (128139.770000 sec): 3 clusters
  Score: Raw -219053.378029 + Penalty 2546.820172 = -216506.557857
  nChanged 11
		SP:Iteration 14Q (128139.810000 sec): 3 clusters
  Score: Raw -219058.323109 + Penalty 2546.820172 = -216511.502937
  nChanged 8
		SP:Iteration 15Q (128139.870000 sec): 3 clusters
  Score: Raw -219063.555912 + Penalty 2546.820172 = -216516.735740
  nChanged 10
		SP:Iteration 16Q (128139.910000 sec): 3 clusters
  Score: Raw -219067.433882 + Penalty 2546.820172 = -216520.613710
  nChanged 7
		SP:Iteration 17Q (128139.970000 sec): 3 clusters
  Score: Raw -219068.849131 + Penalty 2546.820172 = -216522.028959
  nChanged 4
		SP:Iteration 18Q (128140.020000 sec): 3 clusters
  Score: Raw -219069.889548 + Penalty 2546.820172 = -216523.069375
  nChanged 3
		SP:Iteration 19Q (128140.070000 sec): 3 clusters
  Score: Raw -219071.023513 + Penalty 2546.820172 = -216524.203341
  nChanged 3
		SP:Iteration 20F (128140.120000 sec): 3 clusters
  Score: Raw -219072.485439 + Penalty 2546.820172 = -216525.665267
  nChanged 3
		SP:Iteration 21Q (128140.170000 sec): 3 clusters
  Score: Raw -219073.443576 + Penalty 2546.820172 = -216526.623404
  nChanged 4
		SP:Iteration 22Q (128140.220000 sec): 3 clusters
  Score: Raw -219074.501011 + Penalty 2546.820172 = -216527.680839
  nChanged 3
		SP:Iteration 23Q (128140.330000 sec): 3 clusters
  Score: Raw -219077.503998 + Penalty 2546.820172 = -216530.683826
  nChanged 7
		SP:Iteration 24Q (128140.390000 sec): 3 clusters
  Score: Raw -219081.245468 + Penalty 2546.820172 = -216534.425296
  nChanged 9
		SP:Iteration 25Q (128140.430000 sec): 3 clusters
  Score: Raw -219086.234482 + Penalty 2546.820172 = -216539.414310
  nChanged 9
		SP:Iteration 26Q (128140.490000 sec): 3 clusters
  Score: Raw -219090.534371 + Penalty 2546.820172 = -216543.714198
  nChanged 7
		SP:Iteration 27Q (128140.530000 sec): 3 clusters
  Score: Raw -219094.407346 + Penalty 2546.820172 = -216547.587174
  nChanged 9
		SP:Iteration 28Q (128140.590000 sec): 3 clusters
  Score: Raw -219100.470341 + Penalty 2546.820172 = -216553.650169
  nChanged 6
		SP:Iteration 29Q (128140.630000 sec): 3 clusters
  Score: Raw -219103.558422 + Penalty 2546.820172 = -216556.738250
  nChanged 3
		SP:Iteration 30Q (128140.690000 sec): 3 clusters
  Score: Raw -219104.341819 + Penalty 2546.820172 = -216557.521647
  nChanged 3
		SP:Iteration 31Q (128140.730000 sec): 3 clusters
  Score: Raw -219105.163299 + Penalty 2546.820172 = -216558.343127
  nChanged 2
		SP:Iteration 32Q (128140.790000 sec): 3 clusters
  Score: Raw -219106.104826 + Penalty 2546.820172 = -216559.284654
  nChanged 1
		SP:Iteration 33Q (128140.840000 sec): 3 clusters
  Score: Raw -219106.256630 + Penalty 2546.820172 = -216559.436458
  nChanged 1
		SP:Iteration 34Q (128140.890000 sec): 3 clusters
  Score: Raw -219106.391757 + Penalty 2546.820172 = -216559.571585
  nChanged 1
		SP:Iteration 35Q (128140.940000 sec): 3 clusters
  Score: Raw -219106.807619 + Penalty 2546.820172 = -216559.987447
  nChanged 5
		SP:Iteration 36Q (128141.080000 sec): 3 clusters
  Score: Raw -219108.623675 + Penalty 2546.820172 = -216561.803502
  nChanged 3
		SP:Iteration 37Q (128141.260000 sec): 3 clusters
  Score: Raw -219110.002313 + Penalty 2546.820172 = -216563.182141
  nChanged 3
		SP:Iteration 38Q (128141.430000 sec): 3 clusters
  Score: Raw -219110.734640 + Penalty 2546.820172 = -216563.914468
  nChanged 1
		SP:Iteration 39Q (128141.610000 sec): 3 clusters
  Score: Raw -219111.303041 + Penalty 2546.820172 = -216564.482869
  nChanged 2
		SP:Iteration 40F (128141.790000 sec): 3 clusters
  Score: Raw -219111.900834 + Penalty 2546.820172 = -216565.080661
  nChanged 2
		SP:Iteration 41Q (128141.960000 sec): 3 clusters
  Score: Raw -219112.519475 + Penalty 2546.820172 = -216565.699303
  nChanged 0
		SP:Iteration 42F (128142.140000 sec): 3 clusters
  Score: Raw -219112.519475 + Penalty 2546.820172 = -216565.699303
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 113 (785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128142.220000 sec): 2 clusters
  Score: Raw -59531.351928 + Penalty 1083.173604 = -58448.178324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128142.400000 sec): 3 clusters
  Score: Raw -59377.475245 + Penalty 2166.347208 = -57211.128037
  nChanged 223
		SP:Iteration 1F (128142.570000 sec): 3 clusters
  Score: Raw -59611.306486 + Penalty 2166.347208 = -57444.959278
  nChanged 43
		SP:Iteration 2F (128142.750000 sec): 3 clusters
  Score: Raw -59668.533263 + Penalty 2166.347208 = -57502.186055
  nChanged 26
		SP:Iteration 3Q (128142.930000 sec): 3 clusters
  Score: Raw -59698.009844 + Penalty 2166.347208 = -57531.662636
  nChanged 11
		SP:Iteration 4Q (128143.100000 sec): 3 clusters
  Score: Raw -59709.981714 + Penalty 2166.347208 = -57543.634506
  nChanged 5
		SP:Iteration 5Q (128143.280000 sec): 3 clusters
  Score: Raw -59715.464464 + Penalty 2166.347208 = -57549.117255
  nChanged 2
		SP:Iteration 6Q (128143.450000 sec): 3 clusters
  Score: Raw -59718.805397 + Penalty 2166.347208 = -57552.458189
  nChanged 2
		SP:Iteration 7Q (128143.510000 sec): 3 clusters
  Score: Raw -59722.649883 + Penalty 2166.347208 = -57556.302674
  nChanged 4
		SP:Iteration 8Q (128143.520000 sec): 3 clusters
  Score: Raw -59728.036100 + Penalty 2166.347208 = -57561.688891
  nChanged 5
		SP:Iteration 9Q (128143.540000 sec): 3 clusters
  Score: Raw -59734.883480 + Penalty 2166.347208 = -57568.536272
  nChanged 3
		SP:Iteration 10Q (128143.560000 sec): 3 clusters
  Score: Raw -59738.089962 + Penalty 2166.347208 = -57571.742754
  nChanged 1
		SP:Iteration 11Q (128143.590000 sec): 3 clusters
  Score: Raw -59739.191269 + Penalty 2166.347208 = -57572.844061
  nChanged 1
		SP:Iteration 12Q (128143.610000 sec): 3 clusters
  Score: Raw -59743.740489 + Penalty 2166.347208 = -57577.393281
  nChanged 2
		SP:Iteration 13Q (128143.630000 sec): 3 clusters
  Score: Raw -59745.686029 + Penalty 2166.347208 = -57579.338821
  nChanged 4
		SP:Iteration 14Q (128143.660000 sec): 3 clusters
  Score: Raw -59749.752217 + Penalty 2166.347208 = -57583.405009
  nChanged 0
		SP:Iteration 15F (128143.680000 sec): 3 clusters
  Score: Raw -59749.752217 + Penalty 2166.347208 = -57583.405009
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 114 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128143.740000 sec): 2 clusters
  Score: Raw -184772.971311 + Penalty 1218.746188 = -183554.225123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128143.780000 sec): 3 clusters
  Score: Raw -184015.096539 + Penalty 2437.492376 = -181577.604164
  nChanged 612
		SP:Iteration 1F (128143.810000 sec): 3 clusters
  Score: Raw -184392.691008 + Penalty 2437.492376 = -181955.198633
  nChanged 135
		SP:Iteration 2F (128143.850000 sec): 3 clusters
  Score: Raw -184486.077038 + Penalty 2437.492376 = -182048.584662
  nChanged 75
		SP:Iteration 3Q (128143.880000 sec): 3 clusters
  Score: Raw -184533.746581 + Penalty 2437.492376 = -182096.254205
  nChanged 46
		SP:Iteration 4Q (128143.920000 sec): 3 clusters
  Score: Raw -184557.799859 + Penalty 2437.492376 = -182120.307484
  nChanged 38
		SP:Iteration 5Q (128143.950000 sec): 3 clusters
  Score: Raw -184582.154465 + Penalty 2437.492376 = -182144.662089
  nChanged 33
		SP:Iteration 6Q (128143.990000 sec): 3 clusters
  Score: Raw -184600.532999 + Penalty 2437.492376 = -182163.040623
  nChanged 21
		SP:Iteration 7Q (128144.030000 sec): 3 clusters
  Score: Raw -184612.842904 + Penalty 2437.492376 = -182175.350528
  nChanged 25
		SP:Iteration 8Q (128144.060000 sec): 3 clusters
  Score: Raw -184624.437145 + Penalty 2437.492376 = -182186.944770
  nChanged 17
		SP:Iteration 9Q (128144.100000 sec): 3 clusters
  Score: Raw -184632.273648 + Penalty 2437.492376 = -182194.781272
  nChanged 10
		SP:Iteration 10Q (128144.130000 sec): 3 clusters
  Score: Raw -184636.138315 + Penalty 2437.492376 = -182198.645940
  nChanged 7
		SP:Iteration 11Q (128144.170000 sec): 3 clusters
  Score: Raw -184639.909694 + Penalty 2437.492376 = -182202.417318
  nChanged 7
		SP:Iteration 12Q (128144.200000 sec): 3 clusters
  Score: Raw -184643.073402 + Penalty 2437.492376 = -182205.581027
  nChanged 9
		SP:Iteration 13Q (128144.230000 sec): 3 clusters
  Score: Raw -184647.398309 + Penalty 2437.492376 = -182209.905934
  nChanged 4
		SP:Iteration 14Q (128144.270000 sec): 3 clusters
  Score: Raw -184649.010602 + Penalty 2437.492376 = -182211.518226
  nChanged 4
		SP:Iteration 15Q (128144.310000 sec): 3 clusters
  Score: Raw -184650.650490 + Penalty 2437.492376 = -182213.158114
  nChanged 3
		SP:Iteration 16Q (128144.340000 sec): 3 clusters
  Score: Raw -184652.580999 + Penalty 2437.492376 = -182215.088623
  nChanged 4
		SP:Iteration 17Q (128144.370000 sec): 3 clusters
  Score: Raw -184654.109829 + Penalty 2437.492376 = -182216.617453
  nChanged 0
		SP:Iteration 18F (128144.410000 sec): 3 clusters
  Score: Raw -184654.109829 + Penalty 2437.492376 = -182216.617453
  nChanged 0
Iteration 179Q (128307.040000 sec): 117 clusters
  Score: Raw -47054471.667123 + Penalty 250148.350832 = -46804323.316291
  nChanged 1049
Iteration 180F (128529.530000 sec): 117 clusters
  Score: Raw -47054920.673037 + Penalty 250148.350832 = -46804772.322205
  nChanged 964
Iteration 181Q (128700.190000 sec): 117 clusters
  Score: Raw -47055204.902296 + Penalty 250148.350832 = -46805056.551464
  nChanged 760
Iteration 182Q (128872.530000 sec): 117 clusters
  Score: Raw -47055383.323995 + Penalty 250148.350832 = -46805234.973163
  nChanged 669
Iteration 183Q (129037.740000 sec): 117 clusters
  Score: Raw -47055538.740587 + Penalty 250148.350832 = -46805390.389755
  nChanged 694
Iteration 184Q (129205.610000 sec): 117 clusters
  Score: Raw -47055692.331253 + Penalty 250148.350832 = -46805543.980420
  nChanged 643
Iteration 185Q (129375.050000 sec): 117 clusters
  Score: Raw -47055818.291468 + Penalty 250148.350832 = -46805669.940635
  nChanged 560
Iteration 186Q (129545.080000 sec): 117 clusters
  Score: Raw -47055928.637032 + Penalty 250148.350832 = -46805780.286200
  nChanged 556
Iteration 187Q (129714.690000 sec): 117 clusters
  Score: Raw -47056036.616982 + Penalty 250148.350832 = -46805888.266150
  nChanged 535
Iteration 188Q (129882.590000 sec): 117 clusters
  Score: Raw -47056141.477839 + Penalty 250148.350832 = -46805993.127007
  nChanged 518
Iteration 189Q (130055.380000 sec): 117 clusters
  Score: Raw -47056257.075858 + Penalty 250148.350832 = -46806108.725026
  nChanged 517
Iteration 190Q (130225.280000 sec): 117 clusters
  Score: Raw -47056378.661202 + Penalty 250148.350832 = -46806230.310370
  nChanged 519
Iteration 191Q (130394.140000 sec): 117 clusters
  Score: Raw -47056489.053845 + Penalty 250148.350832 = -46806340.703013
  nChanged 516
Iteration 192Q (130562.470000 sec): 117 clusters
  Score: Raw -47056597.735550 + Penalty 250148.350832 = -46806449.384717
  nChanged 491
Iteration 193Q (130732.570000 sec): 117 clusters
  Score: Raw -47056700.240657 + Penalty 250148.350832 = -46806551.889825
  nChanged 448
Iteration 194Q (130903.810000 sec): 117 clusters
  Score: Raw -47056801.382972 + Penalty 250148.350832 = -46806653.032140
  nChanged 460
Iteration 195Q (131075.300000 sec): 117 clusters
  Score: Raw -47056899.844575 + Penalty 250148.350832 = -46806751.493742
  nChanged 459
Iteration 196Q (131247.140000 sec): 117 clusters
  Score: Raw -47056989.957829 + Penalty 250148.350832 = -46806841.606996
  nChanged 441
Iteration 197Q (131417.470000 sec): 117 clusters
  Score: Raw -47057086.421714 + Penalty 250148.350832 = -46806938.070882
  nChanged 477
Iteration 198Q (131581.390000 sec): 117 clusters
  Score: Raw -47057193.918378 + Penalty 250148.350832 = -46807045.567546
  nChanged 500
Iteration 199Q (131753.040000 sec): 117 clusters
  Score: Raw -47057340.884815 + Penalty 250148.350832 = -46807192.533983
  nChanged 530
Iteration 200F (131981.630000 sec): 117 clusters
  Score: Raw -47057504.740762 + Penalty 250148.350832 = -46807356.389930
  nChanged 589
Iteration 201Q (132153.780000 sec): 117 clusters
  Score: Raw -47057696.171333 + Penalty 250148.350832 = -46807547.820501
  nChanged 627
Iteration 202Q (132321.660000 sec): 117 clusters
  Score: Raw -47057912.029978 + Penalty 250148.350832 = -46807763.679146
  nChanged 663
Iteration 203Q (132488.440000 sec): 117 clusters
  Score: Raw -47058099.498318 + Penalty 250148.350832 = -46807951.147486
  nChanged 656
Iteration 204Q (132658.550000 sec): 117 clusters
  Score: Raw -47058253.986551 + Penalty 250148.350832 = -46808105.635719
  nChanged 661
Iteration 205Q (132828.470000 sec): 117 clusters
  Score: Raw -47058396.533045 + Penalty 250148.350832 = -46808248.182212
  nChanged 628
Iteration 206Q (132995.540000 sec): 117 clusters
  Score: Raw -47058527.966096 + Penalty 250148.350832 = -46808379.615264
  nChanged 611
Iteration 207Q (133163.220000 sec): 117 clusters
  Score: Raw -47058649.010172 + Penalty 250148.350832 = -46808500.659340
  nChanged 613
Iteration 208Q (133330.420000 sec): 117 clusters
  Score: Raw -47058764.164358 + Penalty 250148.350832 = -46808615.813525
  nChanged 609
Iteration 209Q (133502.200000 sec): 117 clusters
  Score: Raw -47058864.131128 + Penalty 250148.350832 = -46808715.780296
  nChanged 552
Iteration 210Q (133672.070000 sec): 117 clusters
  Score: Raw -47058954.235957 + Penalty 250148.350832 = -46808805.885125
  nChanged 517
Iteration 211Q (133840.590000 sec): 117 clusters
  Score: Raw -47059039.607594 + Penalty 250148.350832 = -46808891.256761
  nChanged 491
Iteration 212Q (134010.230000 sec): 117 clusters
  Score: Raw -47059124.505103 + Penalty 250148.350832 = -46808976.154271
  nChanged 513
Iteration 213Q (134180.390000 sec): 117 clusters
  Score: Raw -47059205.348794 + Penalty 250148.350832 = -46809056.997961
  nChanged 470
Iteration 214Q (134348.010000 sec): 117 clusters
  Score: Raw -47059272.768411 + Penalty 250148.350832 = -46809124.417579
  nChanged 403
Iteration 215Q (134517.590000 sec): 117 clusters
  Score: Raw -47059327.166020 + Penalty 250148.350832 = -46809178.815188
  nChanged 383
Iteration 216Q (134685.680000 sec): 117 clusters
  Score: Raw -47059372.783940 + Penalty 250148.350832 = -46809224.433108
  nChanged 310
Iteration 217Q (134857.580000 sec): 117 clusters
  Score: Raw -47059413.817771 + Penalty 250148.350832 = -46809265.466939
  nChanged 296
Iteration 218Q (135029.880000 sec): 117 clusters
  Score: Raw -47059453.036137 + Penalty 250148.350832 = -46809304.685304
  nChanged 300
Writing temp clu file 
Because OldScore, -46809265.466939, is greater than current (better) Score,-46809304.685304 
 Compute initial score before splitting:   Score: Raw -47059453.036137 + Penalty 250148.350832 = -46809304.685304
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (3844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135030.050000 sec): 2 clusters
  Score: Raw -269711.839360 + Penalty 1341.318675 = -268370.520685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135030.200000 sec): 3 clusters
  Score: Raw -267819.358128 + Penalty 2682.637350 = -265136.720778
  nChanged 1561
		SP:Iteration 1F (135030.360000 sec): 3 clusters
  Score: Raw -268946.518018 + Penalty 2682.637350 = -266263.880667
  nChanged 374
		SP:Iteration 2F (135030.520000 sec): 3 clusters
  Score: Raw -269271.063619 + Penalty 2682.637350 = -266588.426269
  nChanged 274
		SP:Iteration 3F (135030.680000 sec): 3 clusters
  Score: Raw -269538.755251 + Penalty 2682.637350 = -266856.117900
  nChanged 213
		SP:Iteration 4F (135030.860000 sec): 3 clusters
  Score: Raw -269731.044851 + Penalty 2682.637350 = -267048.407501
  nChanged 180
		SP:Iteration 5Q (135031.030000 sec): 3 clusters
  Score: Raw -269888.372087 + Penalty 2682.637350 = -267205.734737
  nChanged 147
		SP:Iteration 6Q (135031.210000 sec): 3 clusters
  Score: Raw -269989.613205 + Penalty 2682.637350 = -267306.975855
  nChanged 96
		SP:Iteration 7Q (135031.390000 sec): 3 clusters
  Score: Raw -270042.160628 + Penalty 2682.637350 = -267359.523278
  nChanged 91
		SP:Iteration 8Q (135031.560000 sec): 3 clusters
  Score: Raw -270098.787793 + Penalty 2682.637350 = -267416.150443
  nChanged 81
		SP:Iteration 9Q (135031.740000 sec): 3 clusters
  Score: Raw -270151.824416 + Penalty 2682.637350 = -267469.187066
  nChanged 64
		SP:Iteration 10Q (135031.910000 sec): 3 clusters
  Score: Raw -270187.268047 + Penalty 2682.637350 = -267504.630697
  nChanged 53
		SP:Iteration 11Q (135032.090000 sec): 3 clusters
  Score: Raw -270215.539923 + Penalty 2682.637350 = -267532.902573
  nChanged 44
		SP:Iteration 12Q (135032.270000 sec): 3 clusters
  Score: Raw -270232.640578 + Penalty 2682.637350 = -267550.003227
  nChanged 30
		SP:Iteration 13Q (135032.440000 sec): 3 clusters
  Score: Raw -270245.454346 + Penalty 2682.637350 = -267562.816996
  nChanged 26
		SP:Iteration 14Q (135032.620000 sec): 3 clusters
  Score: Raw -270258.983894 + Penalty 2682.637350 = -267576.346544
  nChanged 24
		SP:Iteration 15Q (135032.790000 sec): 3 clusters
  Score: Raw -270272.457004 + Penalty 2682.637350 = -267589.819654
  nChanged 34
		SP:Iteration 16Q (135032.970000 sec): 3 clusters
  Score: Raw -270285.631896 + Penalty 2682.637350 = -267602.994545
  nChanged 26
		SP:Iteration 17Q (135033.150000 sec): 3 clusters
  Score: Raw -270296.198654 + Penalty 2682.637350 = -267613.561304
  nChanged 19
		SP:Iteration 18Q (135033.320000 sec): 3 clusters
  Score: Raw -270303.333256 + Penalty 2682.637350 = -267620.695905
  nChanged 20
		SP:Iteration 19Q (135033.500000 sec): 3 clusters
  Score: Raw -270310.166968 + Penalty 2682.637350 = -267627.529618
  nChanged 15
		SP:Iteration 20F (135033.670000 sec): 3 clusters
  Score: Raw -270314.866034 + Penalty 2682.637350 = -267632.228684
  nChanged 18
		SP:Iteration 21Q (135033.850000 sec): 3 clusters
  Score: Raw -270323.275663 + Penalty 2682.637350 = -267640.638313
  nChanged 13
		SP:Iteration 22Q (135034.030000 sec): 3 clusters
  Score: Raw -270326.839699 + Penalty 2682.637350 = -267644.202349
  nChanged 12
		SP:Iteration 23Q (135034.200000 sec): 3 clusters
  Score: Raw -270330.784178 + Penalty 2682.637350 = -267648.146827
  nChanged 10
		SP:Iteration 24Q (135034.280000 sec): 3 clusters
  Score: Raw -270334.335218 + Penalty 2682.637350 = -267651.697868
  nChanged 12
		SP:Iteration 25Q (135034.350000 sec): 3 clusters
  Score: Raw -270338.339191 + Penalty 2682.637350 = -267655.701840
  nChanged 7
		SP:Iteration 26Q (135034.430000 sec): 3 clusters
  Score: Raw -270341.223788 + Penalty 2682.637350 = -267658.586438
  nChanged 11
		SP:Iteration 27Q (135034.510000 sec): 3 clusters
  Score: Raw -270345.889842 + Penalty 2682.637350 = -267663.252491
  nChanged 11
		SP:Iteration 28Q (135034.580000 sec): 3 clusters
  Score: Raw -270350.571111 + Penalty 2682.637350 = -267667.933761
  nChanged 14
		SP:Iteration 29Q (135034.660000 sec): 3 clusters
  Score: Raw -270355.512027 + Penalty 2682.637350 = -267672.874676
  nChanged 9
		SP:Iteration 30Q (135034.740000 sec): 3 clusters
  Score: Raw -270359.477233 + Penalty 2682.637350 = -267676.839883
  nChanged 12
		SP:Iteration 31Q (135034.810000 sec): 3 clusters
  Score: Raw -270362.355468 + Penalty 2682.637350 = -267679.718118
  nChanged 6
		SP:Iteration 32Q (135034.890000 sec): 3 clusters
  Score: Raw -270363.883876 + Penalty 2682.637350 = -267681.246525
  nChanged 3
		SP:Iteration 33Q (135034.970000 sec): 3 clusters
  Score: Raw -270364.719555 + Penalty 2682.637350 = -267682.082205
  nChanged 2
		SP:Iteration 34Q (135035.040000 sec): 3 clusters
  Score: Raw -270365.025683 + Penalty 2682.637350 = -267682.388333
  nChanged 1
		SP:Iteration 35Q (135035.120000 sec): 3 clusters
  Score: Raw -270365.258870 + Penalty 2682.637350 = -267682.621520
  nChanged 1
		SP:Iteration 36Q (135035.190000 sec): 3 clusters
  Score: Raw -270365.422987 + Penalty 2682.637350 = -267682.785636
  nChanged 0
		SP:Iteration 37F (135035.270000 sec): 3 clusters
  Score: Raw -270365.422987 + Penalty 2682.637350 = -267682.785636
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (3555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135035.380000 sec): 2 clusters
  Score: Raw -258928.508379 + Penalty 1328.617931 = -257599.890448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135035.550000 sec): 3 clusters
  Score: Raw -257228.160046 + Penalty 2657.235861 = -254570.924185
  nChanged 1377
		SP:Iteration 1F (135035.730000 sec): 3 clusters
  Score: Raw -258121.126172 + Penalty 2657.235861 = -255463.890311
  nChanged 305
		SP:Iteration 2F (135035.910000 sec): 3 clusters
  Score: Raw -258371.642268 + Penalty 2657.235861 = -255714.406407
  nChanged 227
		SP:Iteration 3F (135036.080000 sec): 3 clusters
  Score: Raw -258569.302756 + Penalty 2657.235861 = -255912.066895
  nChanged 207
		SP:Iteration 4F (135036.250000 sec): 3 clusters
  Score: Raw -258734.631903 + Penalty 2657.235861 = -256077.396042
  nChanged 182
		SP:Iteration 5F (135036.430000 sec): 3 clusters
  Score: Raw -258873.531589 + Penalty 2657.235861 = -256216.295727
  nChanged 141
		SP:Iteration 6Q (135036.610000 sec): 3 clusters
  Score: Raw -258979.684965 + Penalty 2657.235861 = -256322.449103
  nChanged 111
		SP:Iteration 7Q (135036.780000 sec): 3 clusters
  Score: Raw -259053.513402 + Penalty 2657.235861 = -256396.277540
  nChanged 85
		SP:Iteration 8Q (135036.960000 sec): 3 clusters
  Score: Raw -259099.366854 + Penalty 2657.235861 = -256442.130992
  nChanged 57
		SP:Iteration 9Q (135037.130000 sec): 3 clusters
  Score: Raw -259130.471568 + Penalty 2657.235861 = -256473.235707
  nChanged 53
		SP:Iteration 10Q (135037.310000 sec): 3 clusters
  Score: Raw -259161.546676 + Penalty 2657.235861 = -256504.310815
  nChanged 53
		SP:Iteration 11Q (135037.490000 sec): 3 clusters
  Score: Raw -259183.379781 + Penalty 2657.235861 = -256526.143920
  nChanged 37
		SP:Iteration 12Q (135037.660000 sec): 3 clusters
  Score: Raw -259198.034229 + Penalty 2657.235861 = -256540.798368
  nChanged 31
		SP:Iteration 13Q (135037.840000 sec): 3 clusters
  Score: Raw -259208.361003 + Penalty 2657.235861 = -256551.125142
  nChanged 26
		SP:Iteration 14Q (135038.010000 sec): 3 clusters
  Score: Raw -259218.010321 + Penalty 2657.235861 = -256560.774460
  nChanged 26
		SP:Iteration 15Q (135038.190000 sec): 3 clusters
  Score: Raw -259229.292749 + Penalty 2657.235861 = -256572.056888
  nChanged 19
		SP:Iteration 16Q (135038.370000 sec): 3 clusters
  Score: Raw -259234.700820 + Penalty 2657.235861 = -256577.464958
  nChanged 16
		SP:Iteration 17Q (135038.540000 sec): 3 clusters
  Score: Raw -259239.235379 + Penalty 2657.235861 = -256581.999518
  nChanged 13
		SP:Iteration 18Q (135038.720000 sec): 3 clusters
  Score: Raw -259243.730343 + Penalty 2657.235861 = -256586.494482
  nChanged 14
		SP:Iteration 19Q (135038.890000 sec): 3 clusters
  Score: Raw -259249.255798 + Penalty 2657.235861 = -256592.019937
  nChanged 14
		SP:Iteration 20F (135039.070000 sec): 3 clusters
  Score: Raw -259254.650851 + Penalty 2657.235861 = -256597.414990
  nChanged 11
		SP:Iteration 21Q (135039.240000 sec): 3 clusters
  Score: Raw -259257.080360 + Penalty 2657.235861 = -256599.844499
  nChanged 5
		SP:Iteration 22Q (135039.420000 sec): 3 clusters
  Score: Raw -259258.928253 + Penalty 2657.235861 = -256601.692392
  nChanged 4
		SP:Iteration 23Q (135039.590000 sec): 3 clusters
  Score: Raw -259260.016133 + Penalty 2657.235861 = -256602.780272
  nChanged 6
		SP:Iteration 24Q (135039.770000 sec): 3 clusters
  Score: Raw -259261.521655 + Penalty 2657.235861 = -256604.285794
  nChanged 1
		SP:Iteration 25Q (135039.950000 sec): 3 clusters
  Score: Raw -259261.660119 + Penalty 2657.235861 = -256604.424258
  nChanged 0
		SP:Iteration 26F (135040.120000 sec): 3 clusters
  Score: Raw -259261.660119 + Penalty 2657.235861 = -256604.424258
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (3125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135040.230000 sec): 2 clusters
  Score: Raw -252454.202326 + Penalty 1307.668304 = -251146.534022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135040.400000 sec): 3 clusters
  Score: Raw -250969.845515 + Penalty 2615.336608 = -248354.508907
  nChanged 1175
		SP:Iteration 1F (135040.580000 sec): 3 clusters
  Score: Raw -251712.083231 + Penalty 2615.336608 = -249096.746623
  nChanged 254
		SP:Iteration 2F (135040.750000 sec): 3 clusters
  Score: Raw -251897.298276 + Penalty 2615.336608 = -249281.961668
  nChanged 166
		SP:Iteration 3F (135040.930000 sec): 3 clusters
  Score: Raw -252033.352020 + Penalty 2615.336608 = -249418.015412
  nChanged 160
		SP:Iteration 4F (135041.110000 sec): 3 clusters
  Score: Raw -252151.082422 + Penalty 2615.336608 = -249535.745814
  nChanged 131
		SP:Iteration 5Q (135041.280000 sec): 3 clusters
  Score: Raw -252251.349345 + Penalty 2615.336608 = -249636.012738
  nChanged 108
		SP:Iteration 6Q (135041.460000 sec): 3 clusters
  Score: Raw -252321.639277 + Penalty 2615.336608 = -249706.302669
  nChanged 92
		SP:Iteration 7Q (135041.630000 sec): 3 clusters
  Score: Raw -252381.071411 + Penalty 2615.336608 = -249765.734804
  nChanged 83
		SP:Iteration 8Q (135041.810000 sec): 3 clusters
  Score: Raw -252429.047537 + Penalty 2615.336608 = -249813.710930
  nChanged 72
		SP:Iteration 9Q (135041.990000 sec): 3 clusters
  Score: Raw -252469.484505 + Penalty 2615.336608 = -249854.147897
  nChanged 73
		SP:Iteration 10Q (135042.160000 sec): 3 clusters
  Score: Raw -252514.089490 + Penalty 2615.336608 = -249898.752882
  nChanged 68
		SP:Iteration 11Q (135042.340000 sec): 3 clusters
  Score: Raw -252550.399506 + Penalty 2615.336608 = -249935.062898
  nChanged 56
		SP:Iteration 12Q (135042.510000 sec): 3 clusters
  Score: Raw -252582.730225 + Penalty 2615.336608 = -249967.393617
  nChanged 53
		SP:Iteration 13Q (135042.730000 sec): 3 clusters
  Score: Raw -252616.569993 + Penalty 2615.336608 = -250001.233385
  nChanged 55
		SP:Iteration 14Q (135042.890000 sec): 3 clusters
  Score: Raw -252653.740199 + Penalty 2615.336608 = -250038.403592
  nChanged 63
		SP:Iteration 15Q (135043.040000 sec): 3 clusters
  Score: Raw -252693.149072 + Penalty 2615.336608 = -250077.812464
  nChanged 53
		SP:Iteration 16Q (135043.200000 sec): 3 clusters
  Score: Raw -252722.322680 + Penalty 2615.336608 = -250106.986073
  nChanged 54
		SP:Iteration 17Q (135043.350000 sec): 3 clusters
  Score: Raw -252757.598689 + Penalty 2615.336608 = -250142.262081
  nChanged 52
		SP:Iteration 18Q (135043.510000 sec): 3 clusters
  Score: Raw -252792.649821 + Penalty 2615.336608 = -250177.313213
  nChanged 50
		SP:Iteration 19Q (135043.610000 sec): 3 clusters
  Score: Raw -252825.978614 + Penalty 2615.336608 = -250210.642007
  nChanged 49
		SP:Iteration 20F (135043.790000 sec): 3 clusters
  Score: Raw -252861.242495 + Penalty 2615.336608 = -250245.905888
  nChanged 49
		SP:Iteration 21Q (135043.970000 sec): 3 clusters
  Score: Raw -252898.976602 + Penalty 2615.336608 = -250283.639995
  nChanged 51
		SP:Iteration 22Q (135044.140000 sec): 3 clusters
  Score: Raw -252946.370680 + Penalty 2615.336608 = -250331.034072
  nChanged 61
		SP:Iteration 23Q (135044.320000 sec): 3 clusters
  Score: Raw -253002.403871 + Penalty 2615.336608 = -250387.067263
  nChanged 65
		SP:Iteration 24Q (135044.480000 sec): 3 clusters
  Score: Raw -253057.522188 + Penalty 2615.336608 = -250442.185580
  nChanged 55
		SP:Iteration 25Q (135044.650000 sec): 3 clusters
  Score: Raw -253118.843483 + Penalty 2615.336608 = -250503.506876
  nChanged 63
		SP:Iteration 26Q (135044.810000 sec): 3 clusters
  Score: Raw -253169.867970 + Penalty 2615.336608 = -250554.531362
  nChanged 57
		SP:Iteration 27Q (135044.970000 sec): 3 clusters
  Score: Raw -253220.812385 + Penalty 2615.336608 = -250605.475777
  nChanged 52
		SP:Iteration 28Q (135045.130000 sec): 3 clusters
  Score: Raw -253282.630548 + Penalty 2615.336608 = -250667.293940
  nChanged 52
		SP:Iteration 29Q (135045.300000 sec): 3 clusters
  Score: Raw -253326.298117 + Penalty 2615.336608 = -250710.961510
  nChanged 36
		SP:Iteration 30Q (135045.460000 sec): 3 clusters
  Score: Raw -253356.486176 + Penalty 2615.336608 = -250741.149568
  nChanged 35
		SP:Iteration 31Q (135045.630000 sec): 3 clusters
  Score: Raw -253376.176933 + Penalty 2615.336608 = -250760.840326
  nChanged 24
		SP:Iteration 32Q (135045.790000 sec): 3 clusters
  Score: Raw -253392.504805 + Penalty 2615.336608 = -250777.168197
  nChanged 18
		SP:Iteration 33Q (135045.950000 sec): 3 clusters
  Score: Raw -253406.562402 + Penalty 2615.336608 = -250791.225794
  nChanged 15
		SP:Iteration 34Q (135046.120000 sec): 3 clusters
  Score: Raw -253417.001652 + Penalty 2615.336608 = -250801.665045
  nChanged 6
		SP:Iteration 35Q (135046.300000 sec): 3 clusters
  Score: Raw -253420.902012 + Penalty 2615.336608 = -250805.565404
  nChanged 11
		SP:Iteration 36Q (135046.470000 sec): 3 clusters
  Score: Raw -253427.329888 + Penalty 2615.336608 = -250811.993280
  nChanged 5
		SP:Iteration 37Q (135046.650000 sec): 3 clusters
  Score: Raw -253429.063107 + Penalty 2615.336608 = -250813.726499
  nChanged 2
		SP:Iteration 38Q (135046.810000 sec): 3 clusters
  Score: Raw -253429.562950 + Penalty 2615.336608 = -250814.226342
  nChanged 1
		SP:Iteration 39Q (135046.990000 sec): 3 clusters
  Score: Raw -253429.968098 + Penalty 2615.336608 = -250814.631490
  nChanged 2
		SP:Iteration 40F (135047.170000 sec): 3 clusters
  Score: Raw -253430.744897 + Penalty 2615.336608 = -250815.408289
  nChanged 5
		SP:Iteration 41Q (135047.340000 sec): 3 clusters
  Score: Raw -253432.223759 + Penalty 2615.336608 = -250816.887151
  nChanged 1
		SP:Iteration 42Q (135047.520000 sec): 3 clusters
  Score: Raw -253432.792011 + Penalty 2615.336608 = -250817.455403
  nChanged 2
		SP:Iteration 43Q (135047.690000 sec): 3 clusters
  Score: Raw -253433.639545 + Penalty 2615.336608 = -250818.302937
  nChanged 1
		SP:Iteration 44Q (135047.760000 sec): 3 clusters
  Score: Raw -253433.959551 + Penalty 2615.336608 = -250818.622944
  nChanged 0
		SP:Iteration 45F (135047.820000 sec): 3 clusters
  Score: Raw -253433.959551 + Penalty 2615.336608 = -250818.622944
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (3325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135047.890000 sec): 2 clusters
  Score: Raw -269730.595687 + Penalty 1317.749055 = -268412.846632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135047.950000 sec): 3 clusters
  Score: Raw -268146.453890 + Penalty 2635.498110 = -265510.955780
  nChanged 1283
		SP:Iteration 1F (135048.020000 sec): 3 clusters
  Score: Raw -268968.418816 + Penalty 2635.498110 = -266332.920706
  nChanged 323
		SP:Iteration 2F (135048.080000 sec): 3 clusters
  Score: Raw -269292.624082 + Penalty 2635.498110 = -266657.125972
  nChanged 268
		SP:Iteration 3F (135048.140000 sec): 3 clusters
  Score: Raw -269627.406410 + Penalty 2635.498110 = -266991.908300
  nChanged 210
		SP:Iteration 4F (135048.200000 sec): 3 clusters
  Score: Raw -269893.901018 + Penalty 2635.498110 = -267258.402908
  nChanged 186
		SP:Iteration 5F (135048.270000 sec): 3 clusters
  Score: Raw -270075.231509 + Penalty 2635.498110 = -267439.733400
  nChanged 116
		SP:Iteration 6Q (135048.330000 sec): 3 clusters
  Score: Raw -270181.452862 + Penalty 2635.498110 = -267545.954752
  nChanged 91
		SP:Iteration 7Q (135048.390000 sec): 3 clusters
  Score: Raw -270238.387915 + Penalty 2635.498110 = -267602.889805
  nChanged 68
		SP:Iteration 8Q (135048.450000 sec): 3 clusters
  Score: Raw -270287.442276 + Penalty 2635.498110 = -267651.944166
  nChanged 66
		SP:Iteration 9Q (135048.510000 sec): 3 clusters
  Score: Raw -270343.246450 + Penalty 2635.498110 = -267707.748340
  nChanged 50
		SP:Iteration 10Q (135048.570000 sec): 3 clusters
  Score: Raw -270385.780522 + Penalty 2635.498110 = -267750.282412
  nChanged 38
		SP:Iteration 11Q (135048.630000 sec): 3 clusters
  Score: Raw -270406.015758 + Penalty 2635.498110 = -267770.517648
  nChanged 31
		SP:Iteration 12Q (135048.700000 sec): 3 clusters
  Score: Raw -270424.725411 + Penalty 2635.498110 = -267789.227301
  nChanged 26
		SP:Iteration 13Q (135048.760000 sec): 3 clusters
  Score: Raw -270441.153089 + Penalty 2635.498110 = -267805.654980
  nChanged 17
		SP:Iteration 14Q (135048.820000 sec): 3 clusters
  Score: Raw -270450.928573 + Penalty 2635.498110 = -267815.430463
  nChanged 13
		SP:Iteration 15Q (135048.880000 sec): 3 clusters
  Score: Raw -270457.583432 + Penalty 2635.498110 = -267822.085323
  nChanged 11
		SP:Iteration 16Q (135048.940000 sec): 3 clusters
  Score: Raw -270465.067616 + Penalty 2635.498110 = -267829.569506
  nChanged 11
		SP:Iteration 17Q (135049.000000 sec): 3 clusters
  Score: Raw -270471.505440 + Penalty 2635.498110 = -267836.007330
  nChanged 10
		SP:Iteration 18Q (135049.060000 sec): 3 clusters
  Score: Raw -270475.263685 + Penalty 2635.498110 = -267839.765575
  nChanged 9
		SP:Iteration 19Q (135049.130000 sec): 3 clusters
  Score: Raw -270480.483515 + Penalty 2635.498110 = -267844.985405
  nChanged 11
		SP:Iteration 20F (135049.260000 sec): 3 clusters
  Score: Raw -270486.019527 + Penalty 2635.498110 = -267850.521417
  nChanged 11
		SP:Iteration 21Q (135049.320000 sec): 3 clusters
  Score: Raw -270492.231821 + Penalty 2635.498110 = -267856.733712
  nChanged 8
		SP:Iteration 22Q (135049.390000 sec): 3 clusters
  Score: Raw -270497.682260 + Penalty 2635.498110 = -267862.184150
  nChanged 9
		SP:Iteration 23Q (135049.450000 sec): 3 clusters
  Score: Raw -270503.116996 + Penalty 2635.498110 = -267867.618887
  nChanged 7
		SP:Iteration 24Q (135049.510000 sec): 3 clusters
  Score: Raw -270506.190622 + Penalty 2635.498110 = -267870.692512
  nChanged 3
		SP:Iteration 25Q (135049.570000 sec): 3 clusters
  Score: Raw -270507.619439 + Penalty 2635.498110 = -267872.121329
  nChanged 6
		SP:Iteration 26Q (135049.630000 sec): 3 clusters
  Score: Raw -270514.042603 + Penalty 2635.498110 = -267878.544493
  nChanged 13
		SP:Iteration 27Q (135049.690000 sec): 3 clusters
  Score: Raw -270520.997588 + Penalty 2635.498110 = -267885.499478
  nChanged 6
		SP:Iteration 28Q (135049.750000 sec): 3 clusters
  Score: Raw -270524.023200 + Penalty 2635.498110 = -267888.525090
  nChanged 5
		SP:Iteration 29Q (135049.820000 sec): 3 clusters
  Score: Raw -270526.795637 + Penalty 2635.498110 = -267891.297527
  nChanged 4
		SP:Iteration 30Q (135049.880000 sec): 3 clusters
  Score: Raw -270528.765508 + Penalty 2635.498110 = -267893.267398
  nChanged 4
		SP:Iteration 31Q (135049.940000 sec): 3 clusters
  Score: Raw -270530.884968 + Penalty 2635.498110 = -267895.386858
  nChanged 4
		SP:Iteration 32Q (135050.000000 sec): 3 clusters
  Score: Raw -270533.487724 + Penalty 2635.498110 = -267897.989614
  nChanged 7
		SP:Iteration 33Q (135050.060000 sec): 3 clusters
  Score: Raw -270536.187154 + Penalty 2635.498110 = -267900.689044
  nChanged 4
		SP:Iteration 34Q (135050.120000 sec): 3 clusters
  Score: Raw -270537.032634 + Penalty 2635.498110 = -267901.534524
  nChanged 4
		SP:Iteration 35Q (135050.180000 sec): 3 clusters
  Score: Raw -270539.279395 + Penalty 2635.498110 = -267903.781285
  nChanged 3
		SP:Iteration 36Q (135050.240000 sec): 3 clusters
  Score: Raw -270540.928646 + Penalty 2635.498110 = -267905.430536
  nChanged 3
		SP:Iteration 37Q (135050.300000 sec): 3 clusters
  Score: Raw -270541.891333 + Penalty 2635.498110 = -267906.393223
  nChanged 0
		SP:Iteration 38F (135050.360000 sec): 3 clusters
  Score: Raw -270541.891333 + Penalty 2635.498110 = -267906.393223
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (3918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135050.440000 sec): 2 clusters
  Score: Raw -303903.549591 + Penalty 1344.417197 = -302559.132394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135050.520000 sec): 3 clusters
  Score: Raw -301983.950146 + Penalty 2688.834395 = -299295.115751
  nChanged 1534
		SP:Iteration 1F (135050.600000 sec): 3 clusters
  Score: Raw -303063.367640 + Penalty 2688.834395 = -300374.533245
  nChanged 389
		SP:Iteration 2F (135050.670000 sec): 3 clusters
  Score: Raw -303406.943379 + Penalty 2688.834395 = -300718.108984
  nChanged 287
		SP:Iteration 3F (135050.740000 sec): 3 clusters
  Score: Raw -303649.989414 + Penalty 2688.834395 = -300961.155019
  nChanged 205
		SP:Iteration 4F (135050.810000 sec): 3 clusters
  Score: Raw -303788.001128 + Penalty 2688.834395 = -301099.166734
  nChanged 149
		SP:Iteration 5Q (135050.880000 sec): 3 clusters
  Score: Raw -303883.213239 + Penalty 2688.834395 = -301194.378844
  nChanged 118
		SP:Iteration 6Q (135050.960000 sec): 3 clusters
  Score: Raw -303951.672620 + Penalty 2688.834395 = -301262.838225
  nChanged 88
		SP:Iteration 7Q (135051.030000 sec): 3 clusters
  Score: Raw -304008.847035 + Penalty 2688.834395 = -301320.012640
  nChanged 81
		SP:Iteration 8Q (135051.100000 sec): 3 clusters
  Score: Raw -304052.609492 + Penalty 2688.834395 = -301363.775098
  nChanged 73
		SP:Iteration 9Q (135051.260000 sec): 3 clusters
  Score: Raw -304092.749395 + Penalty 2688.834395 = -301403.915001
  nChanged 68
		SP:Iteration 10Q (135051.440000 sec): 3 clusters
  Score: Raw -304126.708151 + Penalty 2688.834395 = -301437.873757
  nChanged 54
		SP:Iteration 11Q (135051.620000 sec): 3 clusters
  Score: Raw -304148.599437 + Penalty 2688.834395 = -301459.765042
  nChanged 42
		SP:Iteration 12Q (135051.790000 sec): 3 clusters
  Score: Raw -304164.176233 + Penalty 2688.834395 = -301475.341839
  nChanged 38
		SP:Iteration 13Q (135051.970000 sec): 3 clusters
  Score: Raw -304179.456841 + Penalty 2688.834395 = -301490.622446
  nChanged 37
		SP:Iteration 14Q (135052.150000 sec): 3 clusters
  Score: Raw -304194.253001 + Penalty 2688.834395 = -301505.418606
  nChanged 37
		SP:Iteration 15Q (135052.320000 sec): 3 clusters
  Score: Raw -304213.224082 + Penalty 2688.834395 = -301524.389687
  nChanged 33
		SP:Iteration 16Q (135052.500000 sec): 3 clusters
  Score: Raw -304229.606838 + Penalty 2688.834395 = -301540.772444
  nChanged 32
		SP:Iteration 17Q (135052.670000 sec): 3 clusters
  Score: Raw -304242.335245 + Penalty 2688.834395 = -301553.500850
  nChanged 28
		SP:Iteration 18Q (135052.850000 sec): 3 clusters
  Score: Raw -304253.068030 + Penalty 2688.834395 = -301564.233635
  nChanged 28
		SP:Iteration 19Q (135053.030000 sec): 3 clusters
  Score: Raw -304260.709925 + Penalty 2688.834395 = -301571.875531
  nChanged 19
		SP:Iteration 20F (135053.200000 sec): 3 clusters
  Score: Raw -304267.818807 + Penalty 2688.834395 = -301578.984412
  nChanged 15
		SP:Iteration 21Q (135053.370000 sec): 3 clusters
  Score: Raw -304274.870027 + Penalty 2688.834395 = -301586.035633
  nChanged 17
		SP:Iteration 22Q (135053.550000 sec): 3 clusters
  Score: Raw -304281.982372 + Penalty 2688.834395 = -301593.147978
  nChanged 17
		SP:Iteration 23Q (135053.730000 sec): 3 clusters
  Score: Raw -304290.759258 + Penalty 2688.834395 = -301601.924863
  nChanged 19
		SP:Iteration 24Q (135053.900000 sec): 3 clusters
  Score: Raw -304298.147143 + Penalty 2688.834395 = -301609.312749
  nChanged 12
		SP:Iteration 25Q (135054.080000 sec): 3 clusters
  Score: Raw -304303.080160 + Penalty 2688.834395 = -301614.245766
  nChanged 12
		SP:Iteration 26Q (135054.250000 sec): 3 clusters
  Score: Raw -304307.140231 + Penalty 2688.834395 = -301618.305836
  nChanged 11
		SP:Iteration 27Q (135054.430000 sec): 3 clusters
  Score: Raw -304310.990529 + Penalty 2688.834395 = -301622.156134
  nChanged 11
		SP:Iteration 28Q (135054.610000 sec): 3 clusters
  Score: Raw -304314.583741 + Penalty 2688.834395 = -301625.749346
  nChanged 9
		SP:Iteration 29Q (135054.780000 sec): 3 clusters
  Score: Raw -304316.677345 + Penalty 2688.834395 = -301627.842950
  nChanged 9
		SP:Iteration 30Q (135054.960000 sec): 3 clusters
  Score: Raw -304319.996418 + Penalty 2688.834395 = -301631.162023
  nChanged 14
		SP:Iteration 31Q (135055.040000 sec): 3 clusters
  Score: Raw -304324.522684 + Penalty 2688.834395 = -301635.688289
  nChanged 12
		SP:Iteration 32Q (135055.110000 sec): 3 clusters
  Score: Raw -304328.947144 + Penalty 2688.834395 = -301640.112749
  nChanged 11
		SP:Iteration 33Q (135055.180000 sec): 3 clusters
  Score: Raw -304332.623420 + Penalty 2688.834395 = -301643.789025
  nChanged 13
		SP:Iteration 34Q (135055.250000 sec): 3 clusters
  Score: Raw -304337.128520 + Penalty 2688.834395 = -301648.294125
  nChanged 15
		SP:Iteration 35Q (135055.320000 sec): 3 clusters
  Score: Raw -304344.003673 + Penalty 2688.834395 = -301655.169279
  nChanged 16
		SP:Iteration 36Q (135055.400000 sec): 3 clusters
  Score: Raw -304351.264503 + Penalty 2688.834395 = -301662.430108
  nChanged 17
		SP:Iteration 37Q (135055.470000 sec): 3 clusters
  Score: Raw -304359.192834 + Penalty 2688.834395 = -301670.358439
  nChanged 17
		SP:Iteration 38Q (135055.550000 sec): 3 clusters
  Score: Raw -304367.737285 + Penalty 2688.834395 = -301678.902890
  nChanged 23
		SP:Iteration 39Q (135055.610000 sec): 3 clusters
  Score: Raw -304374.537393 + Penalty 2688.834395 = -301685.702998
  nChanged 19
		SP:Iteration 40F (135055.690000 sec): 3 clusters
  Score: Raw -304380.825249 + Penalty 2688.834395 = -301691.990855
  nChanged 13
		SP:Iteration 41Q (135055.760000 sec): 3 clusters
  Score: Raw -304385.171181 + Penalty 2688.834395 = -301696.336786
  nChanged 11
		SP:Iteration 42Q (135055.830000 sec): 3 clusters
  Score: Raw -304388.412317 + Penalty 2688.834395 = -301699.577922
  nChanged 7
		SP:Iteration 43Q (135055.910000 sec): 3 clusters
  Score: Raw -304391.235837 + Penalty 2688.834395 = -301702.401443
  nChanged 5
		SP:Iteration 44Q (135055.980000 sec): 3 clusters
  Score: Raw -304392.243652 + Penalty 2688.834395 = -301703.409257
  nChanged 7
		SP:Iteration 45Q (135056.050000 sec): 3 clusters
  Score: Raw -304393.600873 + Penalty 2688.834395 = -301704.766478
  nChanged 5
		SP:Iteration 46Q (135056.110000 sec): 3 clusters
  Score: Raw -304394.789359 + Penalty 2688.834395 = -301705.954965
  nChanged 5
		SP:Iteration 47Q (135056.230000 sec): 3 clusters
  Score: Raw -304395.779372 + Penalty 2688.834395 = -301706.944977
  nChanged 4
		SP:Iteration 48Q (135056.310000 sec): 3 clusters
  Score: Raw -304397.307665 + Penalty 2688.834395 = -301708.473270
  nChanged 7
		SP:Iteration 49Q (135056.380000 sec): 3 clusters
  Score: Raw -304399.694869 + Penalty 2688.834395 = -301710.860475
  nChanged 8
		SP:Iteration 50Q (135056.450000 sec): 3 clusters
  Score: Raw -304401.715930 + Penalty 2688.834395 = -301712.881535
  nChanged 7
		SP:Iteration 51Q (135056.520000 sec): 3 clusters
  Score: Raw -304404.039245 + Penalty 2688.834395 = -301715.204851
  nChanged 6
		SP:Iteration 52Q (135056.590000 sec): 3 clusters
  Score: Raw -304405.337734 + Penalty 2688.834395 = -301716.503340
  nChanged 2
		SP:Iteration 53Q (135056.660000 sec): 3 clusters
  Score: Raw -304406.178289 + Penalty 2688.834395 = -301717.343895
  nChanged 3
		SP:Iteration 54Q (135056.740000 sec): 3 clusters
  Score: Raw -304407.176644 + Penalty 2688.834395 = -301718.342249
  nChanged 4
		SP:Iteration 55Q (135056.840000 sec): 3 clusters
  Score: Raw -304408.156231 + Penalty 2688.834395 = -301719.321837
  nChanged 3
		SP:Iteration 56Q (135057.010000 sec): 3 clusters
  Score: Raw -304408.640480 + Penalty 2688.834395 = -301719.806085
  nChanged 1
		SP:Iteration 57Q (135057.190000 sec): 3 clusters
  Score: Raw -304409.149424 + Penalty 2688.834395 = -301720.315030
  nChanged 1
		SP:Iteration 58Q (135057.370000 sec): 3 clusters
  Score: Raw -304409.316317 + Penalty 2688.834395 = -301720.481923
  nChanged 0
		SP:Iteration 59F (135057.540000 sec): 3 clusters
  Score: Raw -304409.316317 + Penalty 2688.834395 = -301720.481923
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (6701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135057.630000 sec): 2 clusters
  Score: Raw -572141.877251 + Penalty 1431.626958 = -570710.250293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135057.840000 sec): 3 clusters
  Score: Raw -568470.117367 + Penalty 2863.253916 = -565606.863451
  nChanged 2825
		SP:Iteration 1F (135058.030000 sec): 3 clusters
  Score: Raw -570231.510176 + Penalty 2863.253916 = -567368.256260
  nChanged 591
		SP:Iteration 2F (135058.230000 sec): 3 clusters
  Score: Raw -570680.097084 + Penalty 2863.253916 = -567816.843168
  nChanged 460
		SP:Iteration 3F (135058.340000 sec): 3 clusters
  Score: Raw -570988.093734 + Penalty 2863.253916 = -568124.839819
  nChanged 393
		SP:Iteration 4F (135058.450000 sec): 3 clusters
  Score: Raw -571225.012687 + Penalty 2863.253916 = -568361.758771
  nChanged 304
		SP:Iteration 5Q (135058.550000 sec): 3 clusters
  Score: Raw -571395.344850 + Penalty 2863.253916 = -568532.090935
  nChanged 236
		SP:Iteration 6Q (135058.650000 sec): 3 clusters
  Score: Raw -571492.624455 + Penalty 2863.253916 = -568629.370539
  nChanged 156
		SP:Iteration 7Q (135058.840000 sec): 3 clusters
  Score: Raw -571560.710571 + Penalty 2863.253916 = -568697.456655
  nChanged 155
		SP:Iteration 8Q (135059.050000 sec): 3 clusters
  Score: Raw -571622.102138 + Penalty 2863.253916 = -568758.848223
  nChanged 131
		SP:Iteration 9Q (135059.250000 sec): 3 clusters
  Score: Raw -571670.644685 + Penalty 2863.253916 = -568807.390769
  nChanged 108
		SP:Iteration 10Q (135059.460000 sec): 3 clusters
  Score: Raw -571705.296132 + Penalty 2863.253916 = -568842.042217
  nChanged 85
		SP:Iteration 11Q (135059.670000 sec): 3 clusters
  Score: Raw -571735.382092 + Penalty 2863.253916 = -568872.128177
  nChanged 84
		SP:Iteration 12Q (135059.870000 sec): 3 clusters
  Score: Raw -571758.924360 + Penalty 2863.253916 = -568895.670445
  nChanged 68
		SP:Iteration 13Q (135060.080000 sec): 3 clusters
  Score: Raw -571777.686939 + Penalty 2863.253916 = -568914.433023
  nChanged 49
		SP:Iteration 14Q (135060.230000 sec): 3 clusters
  Score: Raw -571788.074367 + Penalty 2863.253916 = -568924.820451
  nChanged 38
		SP:Iteration 15Q (135060.330000 sec): 3 clusters
  Score: Raw -571796.418654 + Penalty 2863.253916 = -568933.164739
  nChanged 36
		SP:Iteration 16Q (135060.530000 sec): 3 clusters
  Score: Raw -571803.092250 + Penalty 2863.253916 = -568939.838335
  nChanged 27
		SP:Iteration 17Q (135060.730000 sec): 3 clusters
  Score: Raw -571808.779261 + Penalty 2863.253916 = -568945.525346
  nChanged 26
		SP:Iteration 18Q (135060.940000 sec): 3 clusters
  Score: Raw -571812.501846 + Penalty 2863.253916 = -568949.247931
  nChanged 26
		SP:Iteration 19Q (135061.150000 sec): 3 clusters
  Score: Raw -571817.426604 + Penalty 2863.253916 = -568954.172689
  nChanged 22
		SP:Iteration 20F (135061.340000 sec): 3 clusters
  Score: Raw -571821.744044 + Penalty 2863.253916 = -568958.490128
  nChanged 20
		SP:Iteration 21Q (135061.440000 sec): 3 clusters
  Score: Raw -571825.567478 + Penalty 2863.253916 = -568962.313563
  nChanged 21
		SP:Iteration 22Q (135061.640000 sec): 3 clusters
  Score: Raw -571829.085676 + Penalty 2863.253916 = -568965.831760
  nChanged 20
		SP:Iteration 23Q (135061.840000 sec): 3 clusters
  Score: Raw -571832.689840 + Penalty 2863.253916 = -568969.435924
  nChanged 17
		SP:Iteration 24Q (135062.050000 sec): 3 clusters
  Score: Raw -571835.206727 + Penalty 2863.253916 = -568971.952811
  nChanged 12
		SP:Iteration 25Q (135062.250000 sec): 3 clusters
  Score: Raw -571837.453875 + Penalty 2863.253916 = -568974.199959
  nChanged 12
		SP:Iteration 26Q (135062.460000 sec): 3 clusters
  Score: Raw -571839.694428 + Penalty 2863.253916 = -568976.440513
  nChanged 19
		SP:Iteration 27Q (135062.660000 sec): 3 clusters
  Score: Raw -571842.405666 + Penalty 2863.253916 = -568979.151750
  nChanged 8
		SP:Iteration 28Q (135062.870000 sec): 3 clusters
  Score: Raw -571843.738718 + Penalty 2863.253916 = -568980.484802
  nChanged 7
		SP:Iteration 29Q (135063.070000 sec): 3 clusters
  Score: Raw -571844.389360 + Penalty 2863.253916 = -568981.135444
  nChanged 5
		SP:Iteration 30Q (135063.260000 sec): 3 clusters
  Score: Raw -571845.009526 + Penalty 2863.253916 = -568981.755610
  nChanged 3
		SP:Iteration 31Q (135063.370000 sec): 3 clusters
  Score: Raw -571845.254038 + Penalty 2863.253916 = -568982.000122
  nChanged 4
		SP:Iteration 32Q (135063.570000 sec): 3 clusters
  Score: Raw -571846.206235 + Penalty 2863.253916 = -568982.952320
  nChanged 6
		SP:Iteration 33Q (135063.770000 sec): 3 clusters
  Score: Raw -571847.058675 + Penalty 2863.253916 = -568983.804759
  nChanged 5
		SP:Iteration 34Q (135063.990000 sec): 3 clusters
  Score: Raw -571847.888296 + Penalty 2863.253916 = -568984.634381
  nChanged 7
		SP:Iteration 35Q (135064.190000 sec): 3 clusters
  Score: Raw -571848.619162 + Penalty 2863.253916 = -568985.365246
  nChanged 5
		SP:Iteration 36Q (135064.400000 sec): 3 clusters
  Score: Raw -571849.344671 + Penalty 2863.253916 = -568986.090755
  nChanged 11
		SP:Iteration 37Q (135064.610000 sec): 3 clusters
  Score: Raw -571851.098947 + Penalty 2863.253916 = -568987.845032
  nChanged 11
		SP:Iteration 38Q (135064.810000 sec): 3 clusters
  Score: Raw -571852.421018 + Penalty 2863.253916 = -568989.167102
  nChanged 7
		SP:Iteration 39Q (135065.020000 sec): 3 clusters
  Score: Raw -571853.086760 + Penalty 2863.253916 = -568989.832844
  nChanged 5
		SP:Iteration 40F (135065.230000 sec): 3 clusters
  Score: Raw -571853.704770 + Penalty 2863.253916 = -568990.450854
  nChanged 10
		SP:Iteration 41Q (135065.430000 sec): 3 clusters
  Score: Raw -571855.136474 + Penalty 2863.253916 = -568991.882558
  nChanged 7
		SP:Iteration 42Q (135065.640000 sec): 3 clusters
  Score: Raw -571856.134566 + Penalty 2863.253916 = -568992.880650
  nChanged 7
		SP:Iteration 43Q (135065.840000 sec): 3 clusters
  Score: Raw -571857.055214 + Penalty 2863.253916 = -568993.801298
  nChanged 7
		SP:Iteration 44Q (135066.040000 sec): 3 clusters
  Score: Raw -571858.538524 + Penalty 2863.253916 = -568995.284609
  nChanged 7
		SP:Iteration 45Q (135066.280000 sec): 3 clusters
  Score: Raw -571859.506892 + Penalty 2863.253916 = -568996.252976
  nChanged 6
		SP:Iteration 46Q (135066.450000 sec): 3 clusters
  Score: Raw -571860.222424 + Penalty 2863.253916 = -568996.968509
  nChanged 5
		SP:Iteration 47Q (135066.660000 sec): 3 clusters
  Score: Raw -571860.921616 + Penalty 2863.253916 = -568997.667700
  nChanged 4
		SP:Iteration 48Q (135066.870000 sec): 3 clusters
  Score: Raw -571861.595357 + Penalty 2863.253916 = -568998.341441
  nChanged 6
		SP:Iteration 49Q (135067.070000 sec): 3 clusters
  Score: Raw -571862.196387 + Penalty 2863.253916 = -568998.942472
  nChanged 4
		SP:Iteration 50Q (135067.280000 sec): 3 clusters
  Score: Raw -571862.678013 + Penalty 2863.253916 = -568999.424097
  nChanged 4
		SP:Iteration 51Q (135067.490000 sec): 3 clusters
  Score: Raw -571863.297222 + Penalty 2863.253916 = -569000.043306
  nChanged 6
		SP:Iteration 52Q (135067.690000 sec): 3 clusters
  Score: Raw -571864.150521 + Penalty 2863.253916 = -569000.896605
  nChanged 7
		SP:Iteration 53Q (135067.840000 sec): 3 clusters
  Score: Raw -571865.078449 + Penalty 2863.253916 = -569001.824533
  nChanged 4
		SP:Iteration 54Q (135067.950000 sec): 3 clusters
  Score: Raw -571865.521248 + Penalty 2863.253916 = -569002.267332
  nChanged 5
		SP:Iteration 55Q (135068.140000 sec): 3 clusters
  Score: Raw -571866.056382 + Penalty 2863.253916 = -569002.802466
  nChanged 3
		SP:Iteration 56Q (135068.360000 sec): 3 clusters
  Score: Raw -571866.872209 + Penalty 2863.253916 = -569003.618294
  nChanged 9
		SP:Iteration 57Q (135068.560000 sec): 3 clusters
  Score: Raw -571869.197729 + Penalty 2863.253916 = -569005.943814
  nChanged 12
		SP:Iteration 58Q (135068.780000 sec): 3 clusters
  Score: Raw -571870.539908 + Penalty 2863.253916 = -569007.285992
  nChanged 4
		SP:Iteration 59Q (135068.980000 sec): 3 clusters
  Score: Raw -571870.797325 + Penalty 2863.253916 = -569007.543409
  nChanged 1
		SP:Iteration 60F (135069.190000 sec): 3 clusters
  Score: Raw -571870.937170 + Penalty 2863.253916 = -569007.683255
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (4443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135069.310000 sec): 2 clusters
  Score: Raw -375740.160971 + Penalty 1364.851329 = -374375.309641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135069.560000 sec): 3 clusters
  Score: Raw -373497.651549 + Penalty 2729.702658 = -370767.948890
  nChanged 1760
		SP:Iteration 1F (135069.700000 sec): 3 clusters
  Score: Raw -374597.307722 + Penalty 2729.702658 = -371867.605064
  nChanged 383
		SP:Iteration 2F (135069.880000 sec): 3 clusters
  Score: Raw -374879.110884 + Penalty 2729.702658 = -372149.408226
  nChanged 279
		SP:Iteration 3F (135070.060000 sec): 3 clusters
  Score: Raw -375068.015015 + Penalty 2729.702658 = -372338.312357
  nChanged 217
		SP:Iteration 4Q (135070.230000 sec): 3 clusters
  Score: Raw -375216.844422 + Penalty 2729.702658 = -372487.141763
  nChanged 200
		SP:Iteration 5Q (135070.410000 sec): 3 clusters
  Score: Raw -375348.758372 + Penalty 2729.702658 = -372619.055714
  nChanged 180
		SP:Iteration 6Q (135070.580000 sec): 3 clusters
  Score: Raw -375467.852490 + Penalty 2729.702658 = -372738.149831
  nChanged 161
		SP:Iteration 7Q (135070.760000 sec): 3 clusters
  Score: Raw -375581.493422 + Penalty 2729.702658 = -372851.790764
  nChanged 147
		SP:Iteration 8Q (135070.930000 sec): 3 clusters
  Score: Raw -375677.397132 + Penalty 2729.702658 = -372947.694473
  nChanged 129
		SP:Iteration 9Q (135071.110000 sec): 3 clusters
  Score: Raw -375746.936899 + Penalty 2729.702658 = -373017.234240
  nChanged 108
		SP:Iteration 10Q (135071.280000 sec): 3 clusters
  Score: Raw -375806.821033 + Penalty 2729.702658 = -373077.118375
  nChanged 97
		SP:Iteration 11Q (135071.460000 sec): 3 clusters
  Score: Raw -375863.459716 + Penalty 2729.702658 = -373133.757057
  nChanged 84
		SP:Iteration 12Q (135071.640000 sec): 3 clusters
  Score: Raw -375910.599967 + Penalty 2729.702658 = -373180.897308
  nChanged 71
		SP:Iteration 13Q (135071.810000 sec): 3 clusters
  Score: Raw -375959.218981 + Penalty 2729.702658 = -373229.516323
  nChanged 66
		SP:Iteration 14Q (135071.990000 sec): 3 clusters
  Score: Raw -375997.011464 + Penalty 2729.702658 = -373267.308806
  nChanged 60
		SP:Iteration 15Q (135072.160000 sec): 3 clusters
  Score: Raw -376029.478820 + Penalty 2729.702658 = -373299.776162
  nChanged 52
		SP:Iteration 16Q (135072.340000 sec): 3 clusters
  Score: Raw -376063.832831 + Penalty 2729.702658 = -373334.130172
  nChanged 60
		SP:Iteration 17Q (135072.520000 sec): 3 clusters
  Score: Raw -376098.899147 + Penalty 2729.702658 = -373369.196489
  nChanged 68
		SP:Iteration 18Q (135072.690000 sec): 3 clusters
  Score: Raw -376139.424964 + Penalty 2729.702658 = -373409.722306
  nChanged 57
		SP:Iteration 19Q (135072.870000 sec): 3 clusters
  Score: Raw -376167.305246 + Penalty 2729.702658 = -373437.602587
  nChanged 59
		SP:Iteration 20F (135073.040000 sec): 3 clusters
  Score: Raw -376195.871030 + Penalty 2729.702658 = -373466.168372
  nChanged 39
		SP:Iteration 21Q (135073.220000 sec): 3 clusters
  Score: Raw -376213.974420 + Penalty 2729.702658 = -373484.271761
  nChanged 33
		SP:Iteration 22Q (135073.400000 sec): 3 clusters
  Score: Raw -376228.207814 + Penalty 2729.702658 = -373498.505156
  nChanged 36
		SP:Iteration 23Q (135073.620000 sec): 3 clusters
  Score: Raw -376245.721515 + Penalty 2729.702658 = -373516.018857
  nChanged 34
		SP:Iteration 24Q (135073.760000 sec): 3 clusters
  Score: Raw -376268.509865 + Penalty 2729.702658 = -373538.807206
  nChanged 47
		SP:Iteration 25Q (135073.980000 sec): 3 clusters
  Score: Raw -376297.896619 + Penalty 2729.702658 = -373568.193961
  nChanged 55
		SP:Iteration 26Q (135074.130000 sec): 3 clusters
  Score: Raw -376337.333517 + Penalty 2729.702658 = -373607.630858
  nChanged 43
		SP:Iteration 27Q (135074.370000 sec): 3 clusters
  Score: Raw -376362.806231 + Penalty 2729.702658 = -373633.103572
  nChanged 37
		SP:Iteration 28Q (135074.510000 sec): 3 clusters
  Score: Raw -376378.192480 + Penalty 2729.702658 = -373648.489822
  nChanged 27
		SP:Iteration 29Q (135074.690000 sec): 3 clusters
  Score: Raw -376387.715090 + Penalty 2729.702658 = -373658.012432
  nChanged 19
		SP:Iteration 30Q (135074.860000 sec): 3 clusters
  Score: Raw -376396.579779 + Penalty 2729.702658 = -373666.877120
  nChanged 18
		SP:Iteration 31Q (135075.040000 sec): 3 clusters
  Score: Raw -376403.408520 + Penalty 2729.702658 = -373673.705861
  nChanged 16
		SP:Iteration 32Q (135075.220000 sec): 3 clusters
  Score: Raw -376409.634495 + Penalty 2729.702658 = -373679.931836
  nChanged 14
		SP:Iteration 33Q (135075.390000 sec): 3 clusters
  Score: Raw -376414.742700 + Penalty 2729.702658 = -373685.040042
  nChanged 9
		SP:Iteration 34Q (135075.570000 sec): 3 clusters
  Score: Raw -376416.923238 + Penalty 2729.702658 = -373687.220579
  nChanged 10
		SP:Iteration 35Q (135075.740000 sec): 3 clusters
  Score: Raw -376419.301647 + Penalty 2729.702658 = -373689.598988
  nChanged 5
		SP:Iteration 36Q (135075.920000 sec): 3 clusters
  Score: Raw -376420.653388 + Penalty 2729.702658 = -373690.950730
  nChanged 3
		SP:Iteration 37Q (135076.100000 sec): 3 clusters
  Score: Raw -376420.959305 + Penalty 2729.702658 = -373691.256646
  nChanged 2
		SP:Iteration 38Q (135076.270000 sec): 3 clusters
  Score: Raw -376421.442029 + Penalty 2729.702658 = -373691.739371
  nChanged 3
		SP:Iteration 39Q (135076.450000 sec): 3 clusters
  Score: Raw -376422.062892 + Penalty 2729.702658 = -373692.360234
  nChanged 4
		SP:Iteration 40F (135076.620000 sec): 3 clusters
  Score: Raw -376423.896909 + Penalty 2729.702658 = -373694.194250
  nChanged 5
		SP:Iteration 41Q (135076.800000 sec): 3 clusters
  Score: Raw -376425.270891 + Penalty 2729.702658 = -373695.568232
  nChanged 1
		SP:Iteration 42Q (135076.980000 sec): 3 clusters
  Score: Raw -376425.339550 + Penalty 2729.702658 = -373695.636892
  nChanged 0
		SP:Iteration 43F (135077.150000 sec): 3 clusters
  Score: Raw -376425.339550 + Penalty 2729.702658 = -373695.636892
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (4484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135077.270000 sec): 2 clusters
  Score: Raw -382917.394634 + Penalty 1366.344002 = -381551.050631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135077.440000 sec): 3 clusters
  Score: Raw -380683.623553 + Penalty 2732.688005 = -377950.935548
  nChanged 1775
		SP:Iteration 1F (135077.520000 sec): 3 clusters
  Score: Raw -381779.193895 + Penalty 2732.688005 = -379046.505890
  nChanged 364
		SP:Iteration 2F (135077.610000 sec): 3 clusters
  Score: Raw -382014.838194 + Penalty 2732.688005 = -379282.150189
  nChanged 250
		SP:Iteration 3F (135077.700000 sec): 3 clusters
  Score: Raw -382199.743055 + Penalty 2732.688005 = -379467.055051
  nChanged 203
		SP:Iteration 4Q (135077.790000 sec): 3 clusters
  Score: Raw -382330.064256 + Penalty 2732.688005 = -379597.376251
  nChanged 158
		SP:Iteration 5Q (135077.880000 sec): 3 clusters
  Score: Raw -382425.940966 + Penalty 2732.688005 = -379693.252961
  nChanged 156
		SP:Iteration 6Q (135078.040000 sec): 3 clusters
  Score: Raw -382527.427907 + Penalty 2732.688005 = -379794.739902
  nChanged 166
		SP:Iteration 7Q (135078.210000 sec): 3 clusters
  Score: Raw -382618.787911 + Penalty 2732.688005 = -379886.099907
  nChanged 148
		SP:Iteration 8Q (135078.390000 sec): 3 clusters
  Score: Raw -382690.429548 + Penalty 2732.688005 = -379957.741543
  nChanged 114
		SP:Iteration 9Q (135078.560000 sec): 3 clusters
  Score: Raw -382740.465929 + Penalty 2732.688005 = -380007.777924
  nChanged 86
		SP:Iteration 10Q (135078.740000 sec): 3 clusters
  Score: Raw -382777.899608 + Penalty 2732.688005 = -380045.211603
  nChanged 70
		SP:Iteration 11Q (135078.910000 sec): 3 clusters
  Score: Raw -382812.408308 + Penalty 2732.688005 = -380079.720303
  nChanged 61
		SP:Iteration 12Q (135079.090000 sec): 3 clusters
  Score: Raw -382830.373259 + Penalty 2732.688005 = -380097.685254
  nChanged 43
		SP:Iteration 13Q (135079.260000 sec): 3 clusters
  Score: Raw -382846.340643 + Penalty 2732.688005 = -380113.652638
  nChanged 51
		SP:Iteration 14Q (135079.440000 sec): 3 clusters
  Score: Raw -382867.815813 + Penalty 2732.688005 = -380135.127808
  nChanged 55
		SP:Iteration 15Q (135079.620000 sec): 3 clusters
  Score: Raw -382890.330184 + Penalty 2732.688005 = -380157.642179
  nChanged 56
		SP:Iteration 16Q (135079.790000 sec): 3 clusters
  Score: Raw -382919.607586 + Penalty 2732.688005 = -380186.919581
  nChanged 52
		SP:Iteration 17Q (135079.970000 sec): 3 clusters
  Score: Raw -382941.220116 + Penalty 2732.688005 = -380208.532111
  nChanged 58
		SP:Iteration 18Q (135080.140000 sec): 3 clusters
  Score: Raw -382968.129507 + Penalty 2732.688005 = -380235.441502
  nChanged 61
		SP:Iteration 19Q (135080.320000 sec): 3 clusters
  Score: Raw -382999.733349 + Penalty 2732.688005 = -380267.045344
  nChanged 59
		SP:Iteration 20F (135080.500000 sec): 3 clusters
  Score: Raw -383033.591896 + Penalty 2732.688005 = -380300.903891
  nChanged 65
		SP:Iteration 21Q (135080.670000 sec): 3 clusters
  Score: Raw -383065.778783 + Penalty 2732.688005 = -380333.090779
  nChanged 59
		SP:Iteration 22Q (135080.850000 sec): 3 clusters
  Score: Raw -383095.638476 + Penalty 2732.688005 = -380362.950471
  nChanged 68
		SP:Iteration 23Q (135081.020000 sec): 3 clusters
  Score: Raw -383124.648589 + Penalty 2732.688005 = -380391.960584
  nChanged 56
		SP:Iteration 24Q (135081.200000 sec): 3 clusters
  Score: Raw -383146.220119 + Penalty 2732.688005 = -380413.532114
  nChanged 48
		SP:Iteration 25Q (135081.370000 sec): 3 clusters
  Score: Raw -383171.006874 + Penalty 2732.688005 = -380438.318869
  nChanged 54
		SP:Iteration 26Q (135081.550000 sec): 3 clusters
  Score: Raw -383198.791905 + Penalty 2732.688005 = -380466.103900
  nChanged 46
		SP:Iteration 27Q (135081.720000 sec): 3 clusters
  Score: Raw -383223.378834 + Penalty 2732.688005 = -380490.690829
  nChanged 49
		SP:Iteration 28Q (135081.900000 sec): 3 clusters
  Score: Raw -383248.891953 + Penalty 2732.688005 = -380516.203948
  nChanged 56
		SP:Iteration 29Q (135082.080000 sec): 3 clusters
  Score: Raw -383280.988632 + Penalty 2732.688005 = -380548.300627
  nChanged 65
		SP:Iteration 30Q (135082.250000 sec): 3 clusters
  Score: Raw -383313.250347 + Penalty 2732.688005 = -380580.562342
  nChanged 47
		SP:Iteration 31Q (135082.430000 sec): 3 clusters
  Score: Raw -383345.047357 + Penalty 2732.688005 = -380612.359352
  nChanged 69
		SP:Iteration 32Q (135082.600000 sec): 3 clusters
  Score: Raw -383382.674592 + Penalty 2732.688005 = -380649.986588
  nChanged 58
		SP:Iteration 33Q (135082.780000 sec): 3 clusters
  Score: Raw -383413.182812 + Penalty 2732.688005 = -380680.494807
  nChanged 64
		SP:Iteration 34Q (135082.960000 sec): 3 clusters
  Score: Raw -383447.079161 + Penalty 2732.688005 = -380714.391156
  nChanged 55
		SP:Iteration 35Q (135083.130000 sec): 3 clusters
  Score: Raw -383477.002364 + Penalty 2732.688005 = -380744.314359
  nChanged 49
		SP:Iteration 36Q (135083.300000 sec): 3 clusters
  Score: Raw -383506.443669 + Penalty 2732.688005 = -380773.755664
  nChanged 43
		SP:Iteration 37Q (135083.480000 sec): 3 clusters
  Score: Raw -383531.502863 + Penalty 2732.688005 = -380798.814858
  nChanged 42
		SP:Iteration 38Q (135083.660000 sec): 3 clusters
  Score: Raw -383559.463264 + Penalty 2732.688005 = -380826.775259
  nChanged 46
		SP:Iteration 39Q (135083.830000 sec): 3 clusters
  Score: Raw -383588.471836 + Penalty 2732.688005 = -380855.783831
  nChanged 46
		SP:Iteration 40F (135084.010000 sec): 3 clusters
  Score: Raw -383618.216327 + Penalty 2732.688005 = -380885.528322
  nChanged 54
		SP:Iteration 41Q (135084.190000 sec): 3 clusters
  Score: Raw -383648.713686 + Penalty 2732.688005 = -380916.025682
  nChanged 45
		SP:Iteration 42Q (135084.270000 sec): 3 clusters
  Score: Raw -383663.349760 + Penalty 2732.688005 = -380930.661755
  nChanged 24
		SP:Iteration 43Q (135084.350000 sec): 3 clusters
  Score: Raw -383673.096438 + Penalty 2732.688005 = -380940.408433
  nChanged 19
		SP:Iteration 44Q (135084.430000 sec): 3 clusters
  Score: Raw -383682.704595 + Penalty 2732.688005 = -380950.016590
  nChanged 15
		SP:Iteration 45Q (135084.510000 sec): 3 clusters
  Score: Raw -383690.444849 + Penalty 2732.688005 = -380957.756844
  nChanged 13
		SP:Iteration 46Q (135084.590000 sec): 3 clusters
  Score: Raw -383694.827020 + Penalty 2732.688005 = -380962.139015
  nChanged 6
		SP:Iteration 47Q (135084.670000 sec): 3 clusters
  Score: Raw -383697.175854 + Penalty 2732.688005 = -380964.487849
  nChanged 4
		SP:Iteration 48Q (135084.750000 sec): 3 clusters
  Score: Raw -383698.075127 + Penalty 2732.688005 = -380965.387122
  nChanged 3
		SP:Iteration 49Q (135084.830000 sec): 3 clusters
  Score: Raw -383699.247832 + Penalty 2732.688005 = -380966.559827
  nChanged 3
		SP:Iteration 50Q (135084.910000 sec): 3 clusters
  Score: Raw -383699.824366 + Penalty 2732.688005 = -380967.136361
  nChanged 1
		SP:Iteration 51Q (135084.990000 sec): 3 clusters
  Score: Raw -383699.931839 + Penalty 2732.688005 = -380967.243834
  nChanged 2
		SP:Iteration 52Q (135085.070000 sec): 3 clusters
  Score: Raw -383700.417390 + Penalty 2732.688005 = -380967.729385
  nChanged 1
		SP:Iteration 53Q (135085.150000 sec): 3 clusters
  Score: Raw -383700.622732 + Penalty 2732.688005 = -380967.934727
  nChanged 0
		SP:Iteration 54F (135085.240000 sec): 3 clusters
  Score: Raw -383700.622732 + Penalty 2732.688005 = -380967.934727
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (4339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135085.350000 sec): 2 clusters
  Score: Raw -331487.900119 + Penalty 1361.002368 = -330126.897751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135085.590000 sec): 3 clusters
  Score: Raw -329298.241998 + Penalty 2722.004735 = -326576.237263
  nChanged 1731
		SP:Iteration 1F (135085.730000 sec): 3 clusters
  Score: Raw -330332.444020 + Penalty 2722.004735 = -327610.439285
  nChanged 347
		SP:Iteration 2F (135085.970000 sec): 3 clusters
  Score: Raw -330608.050187 + Penalty 2722.004735 = -327886.045452
  nChanged 307
		SP:Iteration 3F (135086.120000 sec): 3 clusters
  Score: Raw -330919.304431 + Penalty 2722.004735 = -328197.299696
  nChanged 285
		SP:Iteration 4F (135086.350000 sec): 3 clusters
  Score: Raw -331190.409592 + Penalty 2722.004735 = -328468.404856
  nChanged 258
		SP:Iteration 5F (135086.500000 sec): 3 clusters
  Score: Raw -331407.781634 + Penalty 2722.004735 = -328685.776898
  nChanged 188
		SP:Iteration 6Q (135086.650000 sec): 3 clusters
  Score: Raw -331535.752639 + Penalty 2722.004735 = -328813.747904
  nChanged 149
		SP:Iteration 7Q (135086.740000 sec): 3 clusters
  Score: Raw -331641.621996 + Penalty 2722.004735 = -328919.617261
  nChanged 132
		SP:Iteration 8Q (135086.830000 sec): 3 clusters
  Score: Raw -331733.898345 + Penalty 2722.004735 = -329011.893609
  nChanged 110
		SP:Iteration 9Q (135086.910000 sec): 3 clusters
  Score: Raw -331796.793400 + Penalty 2722.004735 = -329074.788665
  nChanged 89
		SP:Iteration 10Q (135087.000000 sec): 3 clusters
  Score: Raw -331848.031341 + Penalty 2722.004735 = -329126.026606
  nChanged 78
		SP:Iteration 11Q (135087.090000 sec): 3 clusters
  Score: Raw -331894.477196 + Penalty 2722.004735 = -329172.472461
  nChanged 70
		SP:Iteration 12Q (135087.170000 sec): 3 clusters
  Score: Raw -331930.740676 + Penalty 2722.004735 = -329208.735940
  nChanged 59
		SP:Iteration 13Q (135087.250000 sec): 3 clusters
  Score: Raw -331958.866056 + Penalty 2722.004735 = -329236.861321
  nChanged 54
		SP:Iteration 14Q (135087.340000 sec): 3 clusters
  Score: Raw -331984.932237 + Penalty 2722.004735 = -329262.927502
  nChanged 51
		SP:Iteration 15Q (135087.420000 sec): 3 clusters
  Score: Raw -332009.937200 + Penalty 2722.004735 = -329287.932464
  nChanged 43
		SP:Iteration 16Q (135087.510000 sec): 3 clusters
  Score: Raw -332028.085668 + Penalty 2722.004735 = -329306.080932
  nChanged 40
		SP:Iteration 17Q (135087.590000 sec): 3 clusters
  Score: Raw -332042.417384 + Penalty 2722.004735 = -329320.412648
  nChanged 36
		SP:Iteration 18Q (135087.680000 sec): 3 clusters
  Score: Raw -332055.262292 + Penalty 2722.004735 = -329333.257557
  nChanged 25
		SP:Iteration 19Q (135087.760000 sec): 3 clusters
  Score: Raw -332065.456316 + Penalty 2722.004735 = -329343.451581
  nChanged 32
		SP:Iteration 20F (135087.880000 sec): 3 clusters
  Score: Raw -332075.703192 + Penalty 2722.004735 = -329353.698457
  nChanged 27
		SP:Iteration 21Q (135088.060000 sec): 3 clusters
  Score: Raw -332085.085376 + Penalty 2722.004735 = -329363.080641
  nChanged 21
		SP:Iteration 22Q (135088.230000 sec): 3 clusters
  Score: Raw -332093.030868 + Penalty 2722.004735 = -329371.026133
  nChanged 21
		SP:Iteration 23Q (135088.410000 sec): 3 clusters
  Score: Raw -332098.873445 + Penalty 2722.004735 = -329376.868709
  nChanged 16
		SP:Iteration 24Q (135088.590000 sec): 3 clusters
  Score: Raw -332102.891063 + Penalty 2722.004735 = -329380.886328
  nChanged 10
		SP:Iteration 25Q (135088.770000 sec): 3 clusters
  Score: Raw -332106.413249 + Penalty 2722.004735 = -329384.408514
  nChanged 10
		SP:Iteration 26Q (135088.850000 sec): 3 clusters
  Score: Raw -332109.410276 + Penalty 2722.004735 = -329387.405540
  nChanged 9
		SP:Iteration 27Q (135088.940000 sec): 3 clusters
  Score: Raw -332111.599157 + Penalty 2722.004735 = -329389.594421
  nChanged 5
		SP:Iteration 28Q (135089.020000 sec): 3 clusters
  Score: Raw -332112.718824 + Penalty 2722.004735 = -329390.714089
  nChanged 9
		SP:Iteration 29Q (135089.110000 sec): 3 clusters
  Score: Raw -332115.093303 + Penalty 2722.004735 = -329393.088568
  nChanged 10
		SP:Iteration 30Q (135089.190000 sec): 3 clusters
  Score: Raw -332117.110345 + Penalty 2722.004735 = -329395.105610
  nChanged 7
		SP:Iteration 31Q (135089.280000 sec): 3 clusters
  Score: Raw -332119.422472 + Penalty 2722.004735 = -329397.417736
  nChanged 9
		SP:Iteration 32Q (135089.370000 sec): 3 clusters
  Score: Raw -332121.772872 + Penalty 2722.004735 = -329399.768137
  nChanged 5
		SP:Iteration 33Q (135089.450000 sec): 3 clusters
  Score: Raw -332123.224358 + Penalty 2722.004735 = -329401.219623
  nChanged 7
		SP:Iteration 34Q (135089.530000 sec): 3 clusters
  Score: Raw -332124.915975 + Penalty 2722.004735 = -329402.911240
  nChanged 4
		SP:Iteration 35Q (135089.620000 sec): 3 clusters
  Score: Raw -332125.645899 + Penalty 2722.004735 = -329403.641163
  nChanged 4
		SP:Iteration 36Q (135089.790000 sec): 3 clusters
  Score: Raw -332126.329271 + Penalty 2722.004735 = -329404.324535
  nChanged 4
		SP:Iteration 37Q (135089.960000 sec): 3 clusters
  Score: Raw -332127.269542 + Penalty 2722.004735 = -329405.264807
  nChanged 2
		SP:Iteration 38Q (135090.180000 sec): 3 clusters
  Score: Raw -332127.802261 + Penalty 2722.004735 = -329405.797526
  nChanged 4
		SP:Iteration 39Q (135090.330000 sec): 3 clusters
  Score: Raw -332128.768820 + Penalty 2722.004735 = -329406.764084
  nChanged 4
		SP:Iteration 40F (135090.510000 sec): 3 clusters
  Score: Raw -332129.822529 + Penalty 2722.004735 = -329407.817794
  nChanged 3
		SP:Iteration 41Q (135090.690000 sec): 3 clusters
  Score: Raw -332130.581631 + Penalty 2722.004735 = -329408.576895
  nChanged 2
		SP:Iteration 42Q (135090.870000 sec): 3 clusters
  Score: Raw -332131.027022 + Penalty 2722.004735 = -329409.022286
  nChanged 4
		SP:Iteration 43Q (135091.040000 sec): 3 clusters
  Score: Raw -332131.572887 + Penalty 2722.004735 = -329409.568151
  nChanged 3
		SP:Iteration 44Q (135091.220000 sec): 3 clusters
  Score: Raw -332132.551361 + Penalty 2722.004735 = -329410.546626
  nChanged 1
		SP:Iteration 45Q (135091.390000 sec): 3 clusters
  Score: Raw -332132.893602 + Penalty 2722.004735 = -329410.888867
  nChanged 2
		SP:Iteration 46Q (135091.610000 sec): 3 clusters
  Score: Raw -332133.673263 + Penalty 2722.004735 = -329411.668528
  nChanged 4
		SP:Iteration 47Q (135091.790000 sec): 3 clusters
  Score: Raw -332134.282596 + Penalty 2722.004735 = -329412.277861
  nChanged 0
		SP:Iteration 48F (135091.930000 sec): 3 clusters
  Score: Raw -332134.282596 + Penalty 2722.004735 = -329412.277861
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (4342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135092.050000 sec): 2 clusters
  Score: Raw -377980.160991 + Penalty 1361.114682 = -376619.046309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135092.200000 sec): 3 clusters
  Score: Raw -375795.816053 + Penalty 2722.229364 = -373073.586689
  nChanged 1752
		SP:Iteration 1F (135092.450000 sec): 3 clusters
  Score: Raw -376919.093136 + Penalty 2722.229364 = -374196.863772
  nChanged 376
		SP:Iteration 2F (135092.590000 sec): 3 clusters
  Score: Raw -377205.083020 + Penalty 2722.229364 = -374482.853656
  nChanged 297
		SP:Iteration 3F (135092.680000 sec): 3 clusters
  Score: Raw -377438.857237 + Penalty 2722.229364 = -374716.627873
  nChanged 239
		SP:Iteration 4F (135092.770000 sec): 3 clusters
  Score: Raw -377636.800405 + Penalty 2722.229364 = -374914.571041
  nChanged 218
		SP:Iteration 5F (135092.850000 sec): 3 clusters
  Score: Raw -377847.206096 + Penalty 2722.229364 = -375124.976732
  nChanged 225
		SP:Iteration 6F (135092.940000 sec): 3 clusters
  Score: Raw -378058.009646 + Penalty 2722.229364 = -375335.780282
  nChanged 187
		SP:Iteration 7Q (135093.030000 sec): 3 clusters
  Score: Raw -378226.516326 + Penalty 2722.229364 = -375504.286962
  nChanged 168
		SP:Iteration 8Q (135093.120000 sec): 3 clusters
  Score: Raw -378377.509965 + Penalty 2722.229364 = -375655.280601
  nChanged 138
		SP:Iteration 9Q (135093.200000 sec): 3 clusters
  Score: Raw -378506.488080 + Penalty 2722.229364 = -375784.258716
  nChanged 104
		SP:Iteration 10Q (135093.280000 sec): 3 clusters
  Score: Raw -378587.064891 + Penalty 2722.229364 = -375864.835527
  nChanged 80
		SP:Iteration 11Q (135093.360000 sec): 3 clusters
  Score: Raw -378645.027561 + Penalty 2722.229364 = -375922.798197
  nChanged 73
		SP:Iteration 12Q (135093.530000 sec): 3 clusters
  Score: Raw -378679.853910 + Penalty 2722.229364 = -375957.624546
  nChanged 44
		SP:Iteration 13Q (135093.710000 sec): 3 clusters
  Score: Raw -378699.730342 + Penalty 2722.229364 = -375977.500978
  nChanged 37
		SP:Iteration 14Q (135093.880000 sec): 3 clusters
  Score: Raw -378713.795668 + Penalty 2722.229364 = -375991.566304
  nChanged 28
		SP:Iteration 15Q (135093.990000 sec): 3 clusters
  Score: Raw -378722.765187 + Penalty 2722.229364 = -376000.535823
  nChanged 25
		SP:Iteration 16Q (135094.070000 sec): 3 clusters
  Score: Raw -378731.617787 + Penalty 2722.229364 = -376009.388423
  nChanged 18
		SP:Iteration 17Q (135094.150000 sec): 3 clusters
  Score: Raw -378737.467405 + Penalty 2722.229364 = -376015.238041
  nChanged 18
		SP:Iteration 18Q (135094.370000 sec): 3 clusters
  Score: Raw -378745.415391 + Penalty 2722.229364 = -376023.186027
  nChanged 20
		SP:Iteration 19Q (135094.450000 sec): 3 clusters
  Score: Raw -378751.573285 + Penalty 2722.229364 = -376029.343921
  nChanged 17
		SP:Iteration 20F (135094.540000 sec): 3 clusters
  Score: Raw -378756.212908 + Penalty 2722.229364 = -376033.983544
  nChanged 13
		SP:Iteration 21Q (135094.620000 sec): 3 clusters
  Score: Raw -378761.070803 + Penalty 2722.229364 = -376038.841439
  nChanged 12
		SP:Iteration 22Q (135094.700000 sec): 3 clusters
  Score: Raw -378764.359961 + Penalty 2722.229364 = -376042.130597
  nChanged 6
		SP:Iteration 23Q (135094.780000 sec): 3 clusters
  Score: Raw -378766.905836 + Penalty 2722.229364 = -376044.676472
  nChanged 10
		SP:Iteration 24Q (135094.860000 sec): 3 clusters
  Score: Raw -378770.956890 + Penalty 2722.229364 = -376048.727526
  nChanged 15
		SP:Iteration 25Q (135094.970000 sec): 3 clusters
  Score: Raw -378775.951580 + Penalty 2722.229364 = -376053.722216
  nChanged 12
		SP:Iteration 26Q (135095.050000 sec): 3 clusters
  Score: Raw -378779.036642 + Penalty 2722.229364 = -376056.807278
  nChanged 10
		SP:Iteration 27Q (135095.130000 sec): 3 clusters
  Score: Raw -378781.522693 + Penalty 2722.229364 = -376059.293329
  nChanged 9
		SP:Iteration 28Q (135095.210000 sec): 3 clusters
  Score: Raw -378783.520598 + Penalty 2722.229364 = -376061.291234
  nChanged 8
		SP:Iteration 29Q (135095.290000 sec): 3 clusters
  Score: Raw -378785.043955 + Penalty 2722.229364 = -376062.814591
  nChanged 5
		SP:Iteration 30Q (135095.460000 sec): 3 clusters
  Score: Raw -378785.936460 + Penalty 2722.229364 = -376063.707096
  nChanged 7
		SP:Iteration 31Q (135095.540000 sec): 3 clusters
  Score: Raw -378787.752641 + Penalty 2722.229364 = -376065.523277
  nChanged 8
		SP:Iteration 32Q (135095.620000 sec): 3 clusters
  Score: Raw -378789.445657 + Penalty 2722.229364 = -376067.216293
  nChanged 5
		SP:Iteration 33Q (135095.700000 sec): 3 clusters
  Score: Raw -378791.070715 + Penalty 2722.229364 = -376068.841351
  nChanged 10
		SP:Iteration 34Q (135095.780000 sec): 3 clusters
  Score: Raw -378793.009327 + Penalty 2722.229364 = -376070.779963
  nChanged 5
		SP:Iteration 35Q (135095.860000 sec): 3 clusters
  Score: Raw -378794.304209 + Penalty 2722.229364 = -376072.074845
  nChanged 3
		SP:Iteration 36Q (135095.940000 sec): 3 clusters
  Score: Raw -378794.890874 + Penalty 2722.229364 = -376072.661510
  nChanged 3
		SP:Iteration 37Q (135096.020000 sec): 3 clusters
  Score: Raw -378795.377557 + Penalty 2722.229364 = -376073.148193
  nChanged 4
		SP:Iteration 38Q (135096.100000 sec): 3 clusters
  Score: Raw -378795.872585 + Penalty 2722.229364 = -376073.643221
  nChanged 1
		SP:Iteration 39Q (135096.180000 sec): 3 clusters
  Score: Raw -378795.955563 + Penalty 2722.229364 = -376073.726200
  nChanged 0
		SP:Iteration 40F (135096.290000 sec): 3 clusters
  Score: Raw -378795.955563 + Penalty 2722.229364 = -376073.726200
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (7073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135096.420000 sec): 2 clusters
  Score: Raw -615202.164933 + Penalty 1440.406500 = -613761.758433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135096.630000 sec): 3 clusters
  Score: Raw -611408.846192 + Penalty 2880.812999 = -608528.033193
  nChanged 2928
		SP:Iteration 1F (135096.810000 sec): 3 clusters
  Score: Raw -613062.143110 + Penalty 2880.812999 = -610181.330111
  nChanged 503
		SP:Iteration 2F (135096.910000 sec): 3 clusters
  Score: Raw -613386.867875 + Penalty 2880.812999 = -610506.054876
  nChanged 469
		SP:Iteration 3F (135097.110000 sec): 3 clusters
  Score: Raw -613697.808419 + Penalty 2880.812999 = -610816.995420
  nChanged 412
		SP:Iteration 4F (135097.310000 sec): 3 clusters
  Score: Raw -613974.093174 + Penalty 2880.812999 = -611093.280175
  nChanged 405
		SP:Iteration 5F (135097.510000 sec): 3 clusters
  Score: Raw -614227.797925 + Penalty 2880.812999 = -611346.984926
  nChanged 340
		SP:Iteration 6Q (135097.720000 sec): 3 clusters
  Score: Raw -614440.651865 + Penalty 2880.812999 = -611559.838866
  nChanged 312
		SP:Iteration 7Q (135097.920000 sec): 3 clusters
  Score: Raw -614647.001778 + Penalty 2880.812999 = -611766.188779
  nChanged 290
		SP:Iteration 8Q (135098.120000 sec): 3 clusters
  Score: Raw -614836.698793 + Penalty 2880.812999 = -611955.885794
  nChanged 244
		SP:Iteration 9Q (135098.320000 sec): 3 clusters
  Score: Raw -614999.420361 + Penalty 2880.812999 = -612118.607361
  nChanged 213
		SP:Iteration 10Q (135098.530000 sec): 3 clusters
  Score: Raw -615135.599657 + Penalty 2880.812999 = -612254.786658
  nChanged 201
		SP:Iteration 11Q (135098.730000 sec): 3 clusters
  Score: Raw -615273.180518 + Penalty 2880.812999 = -612392.367518
  nChanged 179
		SP:Iteration 12Q (135098.930000 sec): 3 clusters
  Score: Raw -615394.537753 + Penalty 2880.812999 = -612513.724754
  nChanged 156
		SP:Iteration 13Q (135099.130000 sec): 3 clusters
  Score: Raw -615492.456231 + Penalty 2880.812999 = -612611.643232
  nChanged 139
		SP:Iteration 14Q (135099.330000 sec): 3 clusters
  Score: Raw -615568.855992 + Penalty 2880.812999 = -612688.042993
  nChanged 113
		SP:Iteration 15Q (135099.540000 sec): 3 clusters
  Score: Raw -615645.966822 + Penalty 2880.812999 = -612765.153823
  nChanged 122
		SP:Iteration 16Q (135099.750000 sec): 3 clusters
  Score: Raw -615744.614132 + Penalty 2880.812999 = -612863.801133
  nChanged 139
		SP:Iteration 17Q (135099.950000 sec): 3 clusters
  Score: Raw -615855.160580 + Penalty 2880.812999 = -612974.347581
  nChanged 139
		SP:Iteration 18Q (135100.160000 sec): 3 clusters
  Score: Raw -615965.091658 + Penalty 2880.812999 = -613084.278659
  nChanged 132
		SP:Iteration 19Q (135100.370000 sec): 3 clusters
  Score: Raw -616062.982840 + Penalty 2880.812999 = -613182.169841
  nChanged 118
		SP:Iteration 20F (135100.570000 sec): 3 clusters
  Score: Raw -616142.031766 + Penalty 2880.812999 = -613261.218767
  nChanged 87
		SP:Iteration 21Q (135100.680000 sec): 3 clusters
  Score: Raw -616211.450913 + Penalty 2880.812999 = -613330.637914
  nChanged 79
		SP:Iteration 22Q (135100.780000 sec): 3 clusters
  Score: Raw -616284.181068 + Penalty 2880.812999 = -613403.368069
  nChanged 85
		SP:Iteration 23Q (135100.970000 sec): 3 clusters
  Score: Raw -616359.084155 + Penalty 2880.812999 = -613478.271156
  nChanged 84
		SP:Iteration 24Q (135101.180000 sec): 3 clusters
  Score: Raw -616444.455367 + Penalty 2880.812999 = -613563.642368
  nChanged 56
		SP:Iteration 25Q (135101.360000 sec): 3 clusters
  Score: Raw -616496.140991 + Penalty 2880.812999 = -613615.327992
  nChanged 47
		SP:Iteration 26Q (135101.470000 sec): 3 clusters
  Score: Raw -616535.601081 + Penalty 2880.812999 = -613654.788082
  nChanged 46
		SP:Iteration 27Q (135101.660000 sec): 3 clusters
  Score: Raw -616569.067957 + Penalty 2880.812999 = -613688.254958
  nChanged 32
		SP:Iteration 28Q (135101.870000 sec): 3 clusters
  Score: Raw -616588.170476 + Penalty 2880.812999 = -613707.357477
  nChanged 30
		SP:Iteration 29Q (135101.980000 sec): 3 clusters
  Score: Raw -616598.214497 + Penalty 2880.812999 = -613717.401498
  nChanged 15
		SP:Iteration 30Q (135102.090000 sec): 3 clusters
  Score: Raw -616603.459705 + Penalty 2880.812999 = -613722.646706
  nChanged 14
		SP:Iteration 31Q (135102.280000 sec): 3 clusters
  Score: Raw -616607.614335 + Penalty 2880.812999 = -613726.801336
  nChanged 12
		SP:Iteration 32Q (135102.480000 sec): 3 clusters
  Score: Raw -616610.697867 + Penalty 2880.812999 = -613729.884867
  nChanged 8
		SP:Iteration 33Q (135102.690000 sec): 3 clusters
  Score: Raw -616613.252596 + Penalty 2880.812999 = -613732.439597
  nChanged 5
		SP:Iteration 34Q (135102.890000 sec): 3 clusters
  Score: Raw -616614.033270 + Penalty 2880.812999 = -613733.220271
  nChanged 8
		SP:Iteration 35Q (135103.100000 sec): 3 clusters
  Score: Raw -616616.230939 + Penalty 2880.812999 = -613735.417940
  nChanged 7
		SP:Iteration 36Q (135103.300000 sec): 3 clusters
  Score: Raw -616618.652287 + Penalty 2880.812999 = -613737.839288
  nChanged 5
		SP:Iteration 37Q (135103.510000 sec): 3 clusters
  Score: Raw -616620.009867 + Penalty 2880.812999 = -613739.196868
  nChanged 5
		SP:Iteration 38Q (135103.680000 sec): 3 clusters
  Score: Raw -616621.082778 + Penalty 2880.812999 = -613740.269779
  nChanged 4
		SP:Iteration 39Q (135103.870000 sec): 3 clusters
  Score: Raw -616622.010901 + Penalty 2880.812999 = -613741.197902
  nChanged 7
		SP:Iteration 40F (135104.070000 sec): 3 clusters
  Score: Raw -616623.503400 + Penalty 2880.812999 = -613742.690401
  nChanged 5
		SP:Iteration 41Q (135104.270000 sec): 3 clusters
  Score: Raw -616624.288455 + Penalty 2880.812999 = -613743.475455
  nChanged 3
		SP:Iteration 42Q (135104.480000 sec): 3 clusters
  Score: Raw -616624.991359 + Penalty 2880.812999 = -613744.178360
  nChanged 2
		SP:Iteration 43Q (135104.680000 sec): 3 clusters
  Score: Raw -616625.376542 + Penalty 2880.812999 = -613744.563543
  nChanged 2
		SP:Iteration 44Q (135104.880000 sec): 3 clusters
  Score: Raw -616625.622849 + Penalty 2880.812999 = -613744.809850
  nChanged 0
		SP:Iteration 45F (135105.090000 sec): 3 clusters
  Score: Raw -616625.622849 + Penalty 2880.812999 = -613744.809850
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135105.250000 sec): 2 clusters
  Score: Raw -930845.614535 + Penalty 1501.183582 = -929344.430953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135105.390000 sec): 3 clusters
  Score: Raw -925057.498644 + Penalty 3002.367163 = -922055.131480
  nChanged 4438
		SP:Iteration 1F (135105.570000 sec): 3 clusters
  Score: Raw -927626.856736 + Penalty 3002.367163 = -924624.489572
  nChanged 797
		SP:Iteration 2F (135105.800000 sec): 3 clusters
  Score: Raw -928106.259938 + Penalty 3002.367163 = -925103.892775
  nChanged 677
		SP:Iteration 3F (135106.030000 sec): 3 clusters
  Score: Raw -928458.079980 + Penalty 3002.367163 = -925455.712816
  nChanged 545
		SP:Iteration 4F (135106.250000 sec): 3 clusters
  Score: Raw -928731.803052 + Penalty 3002.367163 = -925729.435889
  nChanged 464
		SP:Iteration 5Q (135106.410000 sec): 3 clusters
  Score: Raw -928957.414970 + Penalty 3002.367163 = -925955.047806
  nChanged 410
		SP:Iteration 6Q (135106.560000 sec): 3 clusters
  Score: Raw -929148.016714 + Penalty 3002.367163 = -926145.649551
  nChanged 345
		SP:Iteration 7Q (135106.790000 sec): 3 clusters
  Score: Raw -929281.584129 + Penalty 3002.367163 = -926279.216966
  nChanged 276
		SP:Iteration 8Q (135107.020000 sec): 3 clusters
  Score: Raw -929369.453970 + Penalty 3002.367163 = -926367.086807
  nChanged 229
		SP:Iteration 9Q (135107.240000 sec): 3 clusters
  Score: Raw -929445.989060 + Penalty 3002.367163 = -926443.621897
  nChanged 220
		SP:Iteration 10Q (135107.470000 sec): 3 clusters
  Score: Raw -929515.133734 + Penalty 3002.367163 = -926512.766570
  nChanged 194
		SP:Iteration 11Q (135107.690000 sec): 3 clusters
  Score: Raw -929572.356106 + Penalty 3002.367163 = -926569.988943
  nChanged 178
		SP:Iteration 12Q (135107.840000 sec): 3 clusters
  Score: Raw -929626.633613 + Penalty 3002.367163 = -926624.266450
  nChanged 178
		SP:Iteration 13Q (135108.060000 sec): 3 clusters
  Score: Raw -929687.964715 + Penalty 3002.367163 = -926685.597551
  nChanged 185
		SP:Iteration 14Q (135108.330000 sec): 3 clusters
  Score: Raw -929755.632563 + Penalty 3002.367163 = -926753.265400
  nChanged 195
		SP:Iteration 15Q (135108.600000 sec): 3 clusters
  Score: Raw -929832.544766 + Penalty 3002.367163 = -926830.177603
  nChanged 206
		SP:Iteration 16Q (135108.820000 sec): 3 clusters
  Score: Raw -929926.652713 + Penalty 3002.367163 = -926924.285550
  nChanged 211
		SP:Iteration 17Q (135109.040000 sec): 3 clusters
  Score: Raw -930019.802791 + Penalty 3002.367163 = -927017.435628
  nChanged 216
		SP:Iteration 18Q (135109.260000 sec): 3 clusters
  Score: Raw -930112.938242 + Penalty 3002.367163 = -927110.571079
  nChanged 210
		SP:Iteration 19Q (135109.480000 sec): 3 clusters
  Score: Raw -930198.545450 + Penalty 3002.367163 = -927196.178287
  nChanged 209
		SP:Iteration 20F (135109.640000 sec): 3 clusters
  Score: Raw -930278.846190 + Penalty 3002.367163 = -927276.479027
  nChanged 180
		SP:Iteration 21Q (135109.860000 sec): 3 clusters
  Score: Raw -930345.739241 + Penalty 3002.367163 = -927343.372078
  nChanged 160
		SP:Iteration 22Q (135110.080000 sec): 3 clusters
  Score: Raw -930399.467009 + Penalty 3002.367163 = -927397.099845
  nChanged 151
		SP:Iteration 23Q (135110.400000 sec): 3 clusters
  Score: Raw -930454.155886 + Penalty 3002.367163 = -927451.788722
  nChanged 138
		SP:Iteration 24Q (135110.580000 sec): 3 clusters
  Score: Raw -930506.456510 + Penalty 3002.367163 = -927504.089347
  nChanged 128
		SP:Iteration 25Q (135110.810000 sec): 3 clusters
  Score: Raw -930561.312355 + Penalty 3002.367163 = -927558.945192
  nChanged 114
		SP:Iteration 26Q (135111.040000 sec): 3 clusters
  Score: Raw -930608.729901 + Penalty 3002.367163 = -927606.362737
  nChanged 113
		SP:Iteration 27Q (135111.260000 sec): 3 clusters
  Score: Raw -930651.500191 + Penalty 3002.367163 = -927649.133028
  nChanged 105
		SP:Iteration 28Q (135111.410000 sec): 3 clusters
  Score: Raw -930688.734541 + Penalty 3002.367163 = -927686.367377
  nChanged 96
		SP:Iteration 29Q (135111.650000 sec): 3 clusters
  Score: Raw -930721.347595 + Penalty 3002.367163 = -927718.980431
  nChanged 82
		SP:Iteration 30Q (135111.800000 sec): 3 clusters
  Score: Raw -930744.283291 + Penalty 3002.367163 = -927741.916127
  nChanged 70
		SP:Iteration 31Q (135112.010000 sec): 3 clusters
  Score: Raw -930765.540598 + Penalty 3002.367163 = -927763.173434
  nChanged 60
		SP:Iteration 32Q (135112.160000 sec): 3 clusters
  Score: Raw -930783.609876 + Penalty 3002.367163 = -927781.242713
  nChanged 56
		SP:Iteration 33Q (135112.400000 sec): 3 clusters
  Score: Raw -930801.867932 + Penalty 3002.367163 = -927799.500769
  nChanged 49
		SP:Iteration 34Q (135112.630000 sec): 3 clusters
  Score: Raw -930816.434557 + Penalty 3002.367163 = -927814.067393
  nChanged 54
		SP:Iteration 35Q (135112.860000 sec): 3 clusters
  Score: Raw -930835.615160 + Penalty 3002.367163 = -927833.247997
  nChanged 53
		SP:Iteration 36Q (135113.080000 sec): 3 clusters
  Score: Raw -930852.064768 + Penalty 3002.367163 = -927849.697604
  nChanged 52
		SP:Iteration 37Q (135113.300000 sec): 3 clusters
  Score: Raw -930867.369186 + Penalty 3002.367163 = -927865.002023
  nChanged 56
		SP:Iteration 38Q (135113.450000 sec): 3 clusters
  Score: Raw -930886.252602 + Penalty 3002.367163 = -927883.885439
  nChanged 51
		SP:Iteration 39Q (135113.680000 sec): 3 clusters
  Score: Raw -930903.547744 + Penalty 3002.367163 = -927901.180580
  nChanged 54
		SP:Iteration 40F (135113.900000 sec): 3 clusters
  Score: Raw -930920.200408 + Penalty 3002.367163 = -927917.833245
  nChanged 47
		SP:Iteration 41Q (135114.120000 sec): 3 clusters
  Score: Raw -930932.803074 + Penalty 3002.367163 = -927930.435910
  nChanged 37
		SP:Iteration 42Q (135114.270000 sec): 3 clusters
  Score: Raw -930943.681408 + Penalty 3002.367163 = -927941.314245
  nChanged 34
		SP:Iteration 43Q (135114.500000 sec): 3 clusters
  Score: Raw -930954.524114 + Penalty 3002.367163 = -927952.156950
  nChanged 36
		SP:Iteration 44Q (135114.720000 sec): 3 clusters
  Score: Raw -930966.938124 + Penalty 3002.367163 = -927964.570960
  nChanged 28
		SP:Iteration 45Q (135114.940000 sec): 3 clusters
  Score: Raw -930978.748629 + Penalty 3002.367163 = -927976.381465
  nChanged 33
		SP:Iteration 46Q (135115.160000 sec): 3 clusters
  Score: Raw -930994.372727 + Penalty 3002.367163 = -927992.005563
  nChanged 35
		SP:Iteration 47Q (135115.390000 sec): 3 clusters
  Score: Raw -931009.208562 + Penalty 3002.367163 = -928006.841398
  nChanged 43
		SP:Iteration 48Q (135115.610000 sec): 3 clusters
  Score: Raw -931024.888067 + Penalty 3002.367163 = -928022.520903
  nChanged 30
		SP:Iteration 49Q (135115.830000 sec): 3 clusters
  Score: Raw -931037.448275 + Penalty 3002.367163 = -928035.081112
  nChanged 34
		SP:Iteration 50Q (135116.060000 sec): 3 clusters
  Score: Raw -931052.534811 + Penalty 3002.367163 = -928050.167647
  nChanged 36
		SP:Iteration 51Q (135116.280000 sec): 3 clusters
  Score: Raw -931067.191974 + Penalty 3002.367163 = -928064.824810
  nChanged 29
		SP:Iteration 52Q (135116.510000 sec): 3 clusters
  Score: Raw -931078.666886 + Penalty 3002.367163 = -928076.299723
  nChanged 24
		SP:Iteration 53Q (135116.730000 sec): 3 clusters
  Score: Raw -931089.601779 + Penalty 3002.367163 = -928087.234616
  nChanged 30
		SP:Iteration 54Q (135116.950000 sec): 3 clusters
  Score: Raw -931102.908159 + Penalty 3002.367163 = -928100.540995
  nChanged 23
		SP:Iteration 55Q (135117.170000 sec): 3 clusters
  Score: Raw -931111.501570 + Penalty 3002.367163 = -928109.134406
  nChanged 12
		SP:Iteration 56Q (135117.400000 sec): 3 clusters
  Score: Raw -931115.783299 + Penalty 3002.367163 = -928113.416135
  nChanged 9
		SP:Iteration 57Q (135117.640000 sec): 3 clusters
  Score: Raw -931118.531660 + Penalty 3002.367163 = -928116.164497
  nChanged 7
		SP:Iteration 58Q (135117.780000 sec): 3 clusters
  Score: Raw -931120.955842 + Penalty 3002.367163 = -928118.588679
  nChanged 8
		SP:Iteration 59Q (135117.950000 sec): 3 clusters
  Score: Raw -931124.517634 + Penalty 3002.367163 = -928122.150470
  nChanged 9
		SP:Iteration 60F (135118.120000 sec): 3 clusters
  Score: Raw -931129.033290 + Penalty 3002.367163 = -928126.666126
  nChanged 6
		SP:Iteration 61Q (135118.250000 sec): 3 clusters
  Score: Raw -931132.178124 + Penalty 3002.367163 = -928129.810961
  nChanged 3
		SP:Iteration 62Q (135118.400000 sec): 3 clusters
  Score: Raw -931133.450991 + Penalty 3002.367163 = -928131.083827
  nChanged 1
		SP:Iteration 63Q (135118.610000 sec): 3 clusters
  Score: Raw -931133.637043 + Penalty 3002.367163 = -928131.269880
  nChanged 1
		SP:Iteration 64Q (135118.760000 sec): 3 clusters
  Score: Raw -931134.090858 + Penalty 3002.367163 = -928131.723695
  nChanged 3
		SP:Iteration 65Q (135118.900000 sec): 3 clusters
  Score: Raw -931134.791519 + Penalty 3002.367163 = -928132.424355
  nChanged 2
		SP:Iteration 66Q (135119.110000 sec): 3 clusters
  Score: Raw -931135.084350 + Penalty 3002.367163 = -928132.717186
  nChanged 0
		SP:Iteration 67F (135119.390000 sec): 3 clusters
  Score: Raw -931135.084350 + Penalty 3002.367163 = -928132.717186
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (7222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135119.480000 sec): 2 clusters
  Score: Raw -720094.227064 + Penalty 1443.794170 = -718650.432893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135119.700000 sec): 3 clusters
  Score: Raw -716195.026283 + Penalty 2887.588341 = -713307.437942
  nChanged 2971
		SP:Iteration 1F (135119.900000 sec): 3 clusters
  Score: Raw -717728.861164 + Penalty 2887.588341 = -714841.272824
  nChanged 462
		SP:Iteration 2F (135120.100000 sec): 3 clusters
  Score: Raw -717925.291305 + Penalty 2887.588341 = -715037.702964
  nChanged 339
		SP:Iteration 3Q (135120.300000 sec): 3 clusters
  Score: Raw -718060.577302 + Penalty 2887.588341 = -715172.988961
  nChanged 264
		SP:Iteration 4Q (135120.500000 sec): 3 clusters
  Score: Raw -718156.712608 + Penalty 2887.588341 = -715269.124267
  nChanged 236
		SP:Iteration 5Q (135120.700000 sec): 3 clusters
  Score: Raw -718247.462434 + Penalty 2887.588341 = -715359.874093
  nChanged 200
		SP:Iteration 6Q (135120.900000 sec): 3 clusters
  Score: Raw -718310.884316 + Penalty 2887.588341 = -715423.295975
  nChanged 161
		SP:Iteration 7Q (135121.110000 sec): 3 clusters
  Score: Raw -718357.768800 + Penalty 2887.588341 = -715470.180460
  nChanged 138
		SP:Iteration 8Q (135121.310000 sec): 3 clusters
  Score: Raw -718397.339949 + Penalty 2887.588341 = -715509.751608
  nChanged 132
		SP:Iteration 9Q (135121.510000 sec): 3 clusters
  Score: Raw -718429.969050 + Penalty 2887.588341 = -715542.380710
  nChanged 119
		SP:Iteration 10Q (135121.710000 sec): 3 clusters
  Score: Raw -718466.242833 + Penalty 2887.588341 = -715578.654493
  nChanged 115
		SP:Iteration 11Q (135121.910000 sec): 3 clusters
  Score: Raw -718503.531790 + Penalty 2887.588341 = -715615.943449
  nChanged 128
		SP:Iteration 12Q (135122.110000 sec): 3 clusters
  Score: Raw -718541.349223 + Penalty 2887.588341 = -715653.760883
  nChanged 107
		SP:Iteration 13Q (135122.310000 sec): 3 clusters
  Score: Raw -718569.947048 + Penalty 2887.588341 = -715682.358707
  nChanged 92
		SP:Iteration 14Q (135122.510000 sec): 3 clusters
  Score: Raw -718593.566384 + Penalty 2887.588341 = -715705.978043
  nChanged 73
		SP:Iteration 15Q (135122.710000 sec): 3 clusters
  Score: Raw -718611.755410 + Penalty 2887.588341 = -715724.167069
  nChanged 89
		SP:Iteration 16Q (135122.910000 sec): 3 clusters
  Score: Raw -718633.941090 + Penalty 2887.588341 = -715746.352749
  nChanged 80
		SP:Iteration 17Q (135123.030000 sec): 3 clusters
  Score: Raw -718654.170946 + Penalty 2887.588341 = -715766.582606
  nChanged 94
		SP:Iteration 18Q (135123.150000 sec): 3 clusters
  Score: Raw -718681.942231 + Penalty 2887.588341 = -715794.353891
  nChanged 114
		SP:Iteration 19Q (135123.260000 sec): 3 clusters
  Score: Raw -718719.769275 + Penalty 2887.588341 = -715832.180934
  nChanged 138
		SP:Iteration 20F (135123.380000 sec): 3 clusters
  Score: Raw -718767.355776 + Penalty 2887.588341 = -715879.767436
  nChanged 142
		SP:Iteration 21Q (135123.500000 sec): 3 clusters
  Score: Raw -718821.959316 + Penalty 2887.588341 = -715934.370976
  nChanged 146
		SP:Iteration 22Q (135123.610000 sec): 3 clusters
  Score: Raw -718881.822166 + Penalty 2887.588341 = -715994.233825
  nChanged 163
		SP:Iteration 23Q (135123.730000 sec): 3 clusters
  Score: Raw -718941.032767 + Penalty 2887.588341 = -716053.444427
  nChanged 150
		SP:Iteration 24Q (135123.910000 sec): 3 clusters
  Score: Raw -718999.161576 + Penalty 2887.588341 = -716111.573236
  nChanged 171
		SP:Iteration 25Q (135124.110000 sec): 3 clusters
  Score: Raw -719079.316759 + Penalty 2887.588341 = -716191.728419
  nChanged 190
		SP:Iteration 26Q (135124.320000 sec): 3 clusters
  Score: Raw -719176.488915 + Penalty 2887.588341 = -716288.900574
  nChanged 232
		SP:Iteration 27Q (135124.520000 sec): 3 clusters
  Score: Raw -719323.378875 + Penalty 2887.588341 = -716435.790535
  nChanged 254
		SP:Iteration 28Q (135124.730000 sec): 3 clusters
  Score: Raw -719487.702502 + Penalty 2887.588341 = -716600.114161
  nChanged 227
		SP:Iteration 29Q (135124.930000 sec): 3 clusters
  Score: Raw -719646.646795 + Penalty 2887.588341 = -716759.058454
  nChanged 207
		SP:Iteration 30Q (135125.090000 sec): 3 clusters
  Score: Raw -719790.819513 + Penalty 2887.588341 = -716903.231172
  nChanged 168
		SP:Iteration 31Q (135125.230000 sec): 3 clusters
  Score: Raw -719920.471670 + Penalty 2887.588341 = -717032.883329
  nChanged 129
		SP:Iteration 32Q (135125.440000 sec): 3 clusters
  Score: Raw -720011.688679 + Penalty 2887.588341 = -717124.100339
  nChanged 89
		SP:Iteration 33Q (135125.610000 sec): 3 clusters
  Score: Raw -720085.558178 + Penalty 2887.588341 = -717197.969837
  nChanged 64
		SP:Iteration 34Q (135125.810000 sec): 3 clusters
  Score: Raw -720135.404252 + Penalty 2887.588341 = -717247.815911
  nChanged 37
		SP:Iteration 35Q (135126.010000 sec): 3 clusters
  Score: Raw -720167.578360 + Penalty 2887.588341 = -717279.990019
  nChanged 33
		SP:Iteration 36Q (135126.120000 sec): 3 clusters
  Score: Raw -720195.793982 + Penalty 2887.588341 = -717308.205642
  nChanged 23
		SP:Iteration 37Q (135126.220000 sec): 3 clusters
  Score: Raw -720212.344536 + Penalty 2887.588341 = -717324.756195
  nChanged 18
		SP:Iteration 38Q (135126.340000 sec): 3 clusters
  Score: Raw -720226.490158 + Penalty 2887.588341 = -717338.901817
  nChanged 7
		SP:Iteration 39Q (135126.450000 sec): 3 clusters
  Score: Raw -720234.538117 + Penalty 2887.588341 = -717346.949777
  nChanged 10
		SP:Iteration 40F (135126.580000 sec): 3 clusters
  Score: Raw -720243.732339 + Penalty 2887.588341 = -717356.143998
  nChanged 8
		SP:Iteration 41Q (135126.780000 sec): 3 clusters
  Score: Raw -720250.645459 + Penalty 2887.588341 = -717363.057118
  nChanged 6
		SP:Iteration 42Q (135126.900000 sec): 3 clusters
  Score: Raw -720255.042489 + Penalty 2887.588341 = -717367.454148
  nChanged 4
		SP:Iteration 43Q (135127.020000 sec): 3 clusters
  Score: Raw -720258.810369 + Penalty 2887.588341 = -717371.222028
  nChanged 2
		SP:Iteration 44Q (135127.140000 sec): 3 clusters
  Score: Raw -720262.300063 + Penalty 2887.588341 = -717374.711723
  nChanged 4
		SP:Iteration 45Q (135127.260000 sec): 3 clusters
  Score: Raw -720267.799203 + Penalty 2887.588341 = -717380.210862
  nChanged 4
		SP:Iteration 46Q (135127.390000 sec): 3 clusters
  Score: Raw -720270.537308 + Penalty 2887.588341 = -717382.948968
  nChanged 2
		SP:Iteration 47Q (135127.510000 sec): 3 clusters
  Score: Raw -720271.840860 + Penalty 2887.588341 = -717384.252520
  nChanged 1
		SP:Iteration 48Q (135127.630000 sec): 3 clusters
  Score: Raw -720272.596965 + Penalty 2887.588341 = -717385.008625
  nChanged 2
		SP:Iteration 49Q (135127.750000 sec): 3 clusters
  Score: Raw -720274.059880 + Penalty 2887.588341 = -717386.471539
  nChanged 0
		SP:Iteration 50F (135127.960000 sec): 3 clusters
  Score: Raw -720274.059880 + Penalty 2887.588341 = -717386.471539
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (4094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135128.070000 sec): 2 clusters
  Score: Raw -351439.636296 + Penalty 1351.557637 = -350088.078659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135128.250000 sec): 3 clusters
  Score: Raw -349396.274846 + Penalty 2703.115274 = -346693.159572
  nChanged 1644
		SP:Iteration 1F (135128.420000 sec): 3 clusters
  Score: Raw -350620.921073 + Penalty 2703.115274 = -347917.805799
  nChanged 441
		SP:Iteration 2F (135128.600000 sec): 3 clusters
  Score: Raw -351049.564468 + Penalty 2703.115274 = -348346.449194
  nChanged 300
		SP:Iteration 3F (135128.780000 sec): 3 clusters
  Score: Raw -351313.459504 + Penalty 2703.115274 = -348610.344230
  nChanged 247
		SP:Iteration 4F (135128.950000 sec): 3 clusters
  Score: Raw -351517.679777 + Penalty 2703.115274 = -348814.564503
  nChanged 188
		SP:Iteration 5Q (135129.120000 sec): 3 clusters
  Score: Raw -351644.958874 + Penalty 2703.115274 = -348941.843600
  nChanged 148
		SP:Iteration 6Q (135129.300000 sec): 3 clusters
  Score: Raw -351748.493236 + Penalty 2703.115274 = -349045.377962
  nChanged 144
		SP:Iteration 7Q (135129.480000 sec): 3 clusters
  Score: Raw -351828.207310 + Penalty 2703.115274 = -349125.092036
  nChanged 113
		SP:Iteration 8Q (135129.650000 sec): 3 clusters
  Score: Raw -351876.878797 + Penalty 2703.115274 = -349173.763523
  nChanged 75
		SP:Iteration 9Q (135129.830000 sec): 3 clusters
  Score: Raw -351909.257418 + Penalty 2703.115274 = -349206.142144
  nChanged 43
		SP:Iteration 10Q (135130.000000 sec): 3 clusters
  Score: Raw -351926.566776 + Penalty 2703.115274 = -349223.451502
  nChanged 40
		SP:Iteration 11Q (135130.180000 sec): 3 clusters
  Score: Raw -351938.063052 + Penalty 2703.115274 = -349234.947778
  nChanged 33
		SP:Iteration 12Q (135130.360000 sec): 3 clusters
  Score: Raw -351943.929600 + Penalty 2703.115274 = -349240.814326
  nChanged 10
		SP:Iteration 13Q (135130.530000 sec): 3 clusters
  Score: Raw -351946.240380 + Penalty 2703.115274 = -349243.125106
  nChanged 7
		SP:Iteration 14Q (135130.710000 sec): 3 clusters
  Score: Raw -351948.086513 + Penalty 2703.115274 = -349244.971239
  nChanged 10
		SP:Iteration 15Q (135130.880000 sec): 3 clusters
  Score: Raw -351950.556485 + Penalty 2703.115274 = -349247.441211
  nChanged 4
		SP:Iteration 16Q (135131.060000 sec): 3 clusters
  Score: Raw -351951.361956 + Penalty 2703.115274 = -349248.246682
  nChanged 3
		SP:Iteration 17Q (135131.240000 sec): 3 clusters
  Score: Raw -351952.148323 + Penalty 2703.115274 = -349249.033049
  nChanged 3
		SP:Iteration 18Q (135131.410000 sec): 3 clusters
  Score: Raw -351954.583637 + Penalty 2703.115274 = -349251.468363
  nChanged 8
		SP:Iteration 19Q (135131.590000 sec): 3 clusters
  Score: Raw -351956.604626 + Penalty 2703.115274 = -349253.489352
  nChanged 9
		SP:Iteration 20F (135131.760000 sec): 3 clusters
  Score: Raw -351959.627187 + Penalty 2703.115274 = -349256.511913
  nChanged 6
		SP:Iteration 21Q (135131.940000 sec): 3 clusters
  Score: Raw -351960.868180 + Penalty 2703.115274 = -349257.752906
  nChanged 8
		SP:Iteration 22Q (135132.120000 sec): 3 clusters
  Score: Raw -351962.575048 + Penalty 2703.115274 = -349259.459774
  nChanged 3
		SP:Iteration 23Q (135132.290000 sec): 3 clusters
  Score: Raw -351963.918873 + Penalty 2703.115274 = -349260.803599
  nChanged 4
		SP:Iteration 24Q (135132.470000 sec): 3 clusters
  Score: Raw -351964.583382 + Penalty 2703.115274 = -349261.468108
  nChanged 3
		SP:Iteration 25Q (135132.640000 sec): 3 clusters
  Score: Raw -351965.129569 + Penalty 2703.115274 = -349262.014295
  nChanged 4
		SP:Iteration 26Q (135132.820000 sec): 3 clusters
  Score: Raw -351966.172717 + Penalty 2703.115274 = -349263.057443
  nChanged 3
		SP:Iteration 27Q (135133.000000 sec): 3 clusters
  Score: Raw -351966.890544 + Penalty 2703.115274 = -349263.775270
  nChanged 1
		SP:Iteration 28Q (135133.170000 sec): 3 clusters
  Score: Raw -351967.126609 + Penalty 2703.115274 = -349264.011335
  nChanged 0
		SP:Iteration 29F (135133.350000 sec): 3 clusters
  Score: Raw -351967.126609 + Penalty 2703.115274 = -349264.011335
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (2035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135133.430000 sec): 2 clusters
  Score: Raw -152679.573631 + Penalty 1237.965803 = -151441.607828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135133.600000 sec): 3 clusters
  Score: Raw -151849.641085 + Penalty 2475.931607 = -149373.709479
  nChanged 726
		SP:Iteration 1F (135133.780000 sec): 3 clusters
  Score: Raw -152505.325022 + Penalty 2475.931607 = -150029.393415
  nChanged 223
		SP:Iteration 2F (135133.950000 sec): 3 clusters
  Score: Raw -152766.906824 + Penalty 2475.931607 = -150290.975217
  nChanged 153
		SP:Iteration 3F (135134.100000 sec): 3 clusters
  Score: Raw -152973.947417 + Penalty 2475.931607 = -150498.015810
  nChanged 132
		SP:Iteration 4F (135134.260000 sec): 3 clusters
  Score: Raw -153188.302757 + Penalty 2475.931607 = -150712.371150
  nChanged 111
		SP:Iteration 5F (135134.420000 sec): 3 clusters
  Score: Raw -153368.958781 + Penalty 2475.931607 = -150893.027175
  nChanged 104
		SP:Iteration 6F (135134.610000 sec): 3 clusters
  Score: Raw -153497.213843 + Penalty 2475.931607 = -151021.282236
  nChanged 79
		SP:Iteration 7Q (135134.740000 sec): 3 clusters
  Score: Raw -153589.793624 + Penalty 2475.931607 = -151113.862018
  nChanged 56
		SP:Iteration 8Q (135134.900000 sec): 3 clusters
  Score: Raw -153669.852666 + Penalty 2475.931607 = -151193.921059
  nChanged 52
		SP:Iteration 9Q (135135.060000 sec): 3 clusters
  Score: Raw -153730.015737 + Penalty 2475.931607 = -151254.084130
  nChanged 38
		SP:Iteration 10Q (135135.220000 sec): 3 clusters
  Score: Raw -153769.703700 + Penalty 2475.931607 = -151293.772094
  nChanged 30
		SP:Iteration 11Q (135135.380000 sec): 3 clusters
  Score: Raw -153790.881846 + Penalty 2475.931607 = -151314.950239
  nChanged 17
		SP:Iteration 12Q (135135.540000 sec): 3 clusters
  Score: Raw -153799.935596 + Penalty 2475.931607 = -151324.003989
  nChanged 12
		SP:Iteration 13Q (135135.700000 sec): 3 clusters
  Score: Raw -153809.272768 + Penalty 2475.931607 = -151333.341162
  nChanged 9
		SP:Iteration 14Q (135135.860000 sec): 3 clusters
  Score: Raw -153815.630236 + Penalty 2475.931607 = -151339.698629
  nChanged 6
		SP:Iteration 15Q (135136.020000 sec): 3 clusters
  Score: Raw -153820.950069 + Penalty 2475.931607 = -151345.018462
  nChanged 8
		SP:Iteration 16Q (135136.180000 sec): 3 clusters
  Score: Raw -153826.890160 + Penalty 2475.931607 = -151350.958554
  nChanged 3
		SP:Iteration 17Q (135136.340000 sec): 3 clusters
  Score: Raw -153827.789902 + Penalty 2475.931607 = -151351.858296
  nChanged 2
		SP:Iteration 18Q (135136.500000 sec): 3 clusters
  Score: Raw -153828.229735 + Penalty 2475.931607 = -151352.298129
  nChanged 1
		SP:Iteration 19Q (135136.660000 sec): 3 clusters
  Score: Raw -153828.886448 + Penalty 2475.931607 = -151352.954841
  nChanged 1
		SP:Iteration 20F (135136.820000 sec): 3 clusters
  Score: Raw -153829.178576 + Penalty 2475.931607 = -151353.246969
  nChanged 1
		SP:Iteration 21Q (135136.980000 sec): 3 clusters
  Score: Raw -153829.245641 + Penalty 2475.931607 = -151353.314035
  nChanged 0
		SP:Iteration 22F (135137.140000 sec): 3 clusters
  Score: Raw -153829.245641 + Penalty 2475.931607 = -151353.314035
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (2536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135137.240000 sec): 2 clusters
  Score: Raw -200688.436981 + Penalty 1273.730789 = -199414.706192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135137.370000 sec): 3 clusters
  Score: Raw -199589.624647 + Penalty 2547.461578 = -197042.163070
  nChanged 931
		SP:Iteration 1F (135137.530000 sec): 3 clusters
  Score: Raw -200316.146445 + Penalty 2547.461578 = -197768.684868
  nChanged 244
		SP:Iteration 2F (135137.690000 sec): 3 clusters
  Score: Raw -200548.690906 + Penalty 2547.461578 = -198001.229328
  nChanged 156
		SP:Iteration 3F (135137.850000 sec): 3 clusters
  Score: Raw -200692.837293 + Penalty 2547.461578 = -198145.375716
  nChanged 133
		SP:Iteration 4F (135138.010000 sec): 3 clusters
  Score: Raw -200813.979510 + Penalty 2547.461578 = -198266.517933
  nChanged 90
		SP:Iteration 5Q (135138.170000 sec): 3 clusters
  Score: Raw -200896.795125 + Penalty 2547.461578 = -198349.333548
  nChanged 70
		SP:Iteration 6Q (135138.330000 sec): 3 clusters
  Score: Raw -200945.619159 + Penalty 2547.461578 = -198398.157581
  nChanged 57
		SP:Iteration 7Q (135138.490000 sec): 3 clusters
  Score: Raw -200986.392549 + Penalty 2547.461578 = -198438.930972
  nChanged 51
		SP:Iteration 8Q (135138.650000 sec): 3 clusters
  Score: Raw -201026.986758 + Penalty 2547.461578 = -198479.525180
  nChanged 47
		SP:Iteration 9Q (135138.800000 sec): 3 clusters
  Score: Raw -201058.765020 + Penalty 2547.461578 = -198511.303443
  nChanged 35
		SP:Iteration 10Q (135138.960000 sec): 3 clusters
  Score: Raw -201078.117387 + Penalty 2547.461578 = -198530.655810
  nChanged 25
		SP:Iteration 11Q (135139.120000 sec): 3 clusters
  Score: Raw -201091.778419 + Penalty 2547.461578 = -198544.316841
  nChanged 21
		SP:Iteration 12Q (135139.280000 sec): 3 clusters
  Score: Raw -201102.234694 + Penalty 2547.461578 = -198554.773117
  nChanged 16
		SP:Iteration 13Q (135139.440000 sec): 3 clusters
  Score: Raw -201110.638612 + Penalty 2547.461578 = -198563.177034
  nChanged 16
		SP:Iteration 14Q (135139.600000 sec): 3 clusters
  Score: Raw -201117.408604 + Penalty 2547.461578 = -198569.947026
  nChanged 16
		SP:Iteration 15Q (135139.760000 sec): 3 clusters
  Score: Raw -201123.238422 + Penalty 2547.461578 = -198575.776844
  nChanged 14
		SP:Iteration 16Q (135139.920000 sec): 3 clusters
  Score: Raw -201129.955524 + Penalty 2547.461578 = -198582.493947
  nChanged 11
		SP:Iteration 17Q (135140.080000 sec): 3 clusters
  Score: Raw -201134.849156 + Penalty 2547.461578 = -198587.387579
  nChanged 12
		SP:Iteration 18Q (135140.240000 sec): 3 clusters
  Score: Raw -201140.013484 + Penalty 2547.461578 = -198592.551907
  nChanged 8
		SP:Iteration 19Q (135140.400000 sec): 3 clusters
  Score: Raw -201142.898196 + Penalty 2547.461578 = -198595.436619
  nChanged 6
		SP:Iteration 20F (135140.560000 sec): 3 clusters
  Score: Raw -201145.085237 + Penalty 2547.461578 = -198597.623659
  nChanged 2
		SP:Iteration 21Q (135140.720000 sec): 3 clusters
  Score: Raw -201145.489775 + Penalty 2547.461578 = -198598.028198
  nChanged 1
		SP:Iteration 22Q (135140.920000 sec): 3 clusters
  Score: Raw -201145.571251 + Penalty 2547.461578 = -198598.109673
  nChanged 0
		SP:Iteration 23F (135141.080000 sec): 3 clusters
  Score: Raw -201145.571251 + Penalty 2547.461578 = -198598.109673
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135141.150000 sec): 2 clusters
  Score: Raw -211375.174194 + Penalty 1330.255224 = -210044.918970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135141.310000 sec): 3 clusters
  Score: Raw -209650.489939 + Penalty 2660.510448 = -206989.979491
  nChanged 1458
		SP:Iteration 1F (135141.470000 sec): 3 clusters
  Score: Raw -210970.630835 + Penalty 2660.510448 = -208310.120387
  nChanged 437
		SP:Iteration 2F (135141.630000 sec): 3 clusters
  Score: Raw -211547.882315 + Penalty 2660.510448 = -208887.371867
  nChanged 296
		SP:Iteration 3F (135141.790000 sec): 3 clusters
  Score: Raw -211883.612129 + Penalty 2660.510448 = -209223.101681
  nChanged 199
		SP:Iteration 4F (135141.950000 sec): 3 clusters
  Score: Raw -212028.436065 + Penalty 2660.510448 = -209367.925617
  nChanged 117
		SP:Iteration 5Q (135142.110000 sec): 3 clusters
  Score: Raw -212095.889414 + Penalty 2660.510448 = -209435.378966
  nChanged 64
		SP:Iteration 6Q (135142.260000 sec): 3 clusters
  Score: Raw -212138.206108 + Penalty 2660.510448 = -209477.695660
  nChanged 43
		SP:Iteration 7Q (135142.420000 sec): 3 clusters
  Score: Raw -212160.782622 + Penalty 2660.510448 = -209500.272173
  nChanged 30
		SP:Iteration 8Q (135142.580000 sec): 3 clusters
  Score: Raw -212171.562522 + Penalty 2660.510448 = -209511.052074
  nChanged 23
		SP:Iteration 9Q (135142.740000 sec): 3 clusters
  Score: Raw -212181.196421 + Penalty 2660.510448 = -209520.685973
  nChanged 23
		SP:Iteration 10Q (135142.900000 sec): 3 clusters
  Score: Raw -212190.272587 + Penalty 2660.510448 = -209529.762139
  nChanged 18
		SP:Iteration 11Q (135143.060000 sec): 3 clusters
  Score: Raw -212198.217904 + Penalty 2660.510448 = -209537.707456
  nChanged 13
		SP:Iteration 12Q (135143.220000 sec): 3 clusters
  Score: Raw -212203.481887 + Penalty 2660.510448 = -209542.971439
  nChanged 14
		SP:Iteration 13Q (135143.380000 sec): 3 clusters
  Score: Raw -212210.926114 + Penalty 2660.510448 = -209550.415666
  nChanged 14
		SP:Iteration 14Q (135143.540000 sec): 3 clusters
  Score: Raw -212217.300788 + Penalty 2660.510448 = -209556.790339
  nChanged 11
		SP:Iteration 15Q (135143.700000 sec): 3 clusters
  Score: Raw -212219.423536 + Penalty 2660.510448 = -209558.913088
  nChanged 6
		SP:Iteration 16Q (135143.860000 sec): 3 clusters
  Score: Raw -212221.304753 + Penalty 2660.510448 = -209560.794304
  nChanged 7
		SP:Iteration 17Q (135144.020000 sec): 3 clusters
  Score: Raw -212223.367128 + Penalty 2660.510448 = -209562.856680
  nChanged 5
		SP:Iteration 18Q (135144.180000 sec): 3 clusters
  Score: Raw -212225.530989 + Penalty 2660.510448 = -209565.020541
  nChanged 3
		SP:Iteration 19Q (135144.340000 sec): 3 clusters
  Score: Raw -212226.135337 + Penalty 2660.510448 = -209565.624888
  nChanged 2
		SP:Iteration 20F (135144.500000 sec): 3 clusters
  Score: Raw -212226.542238 + Penalty 2660.510448 = -209566.031790
  nChanged 1
		SP:Iteration 21Q (135144.660000 sec): 3 clusters
  Score: Raw -212227.217512 + Penalty 2660.510448 = -209566.707063
  nChanged 5
		SP:Iteration 22Q (135144.820000 sec): 3 clusters
  Score: Raw -212229.290709 + Penalty 2660.510448 = -209568.780261
  nChanged 12
		SP:Iteration 23Q (135144.980000 sec): 3 clusters
  Score: Raw -212234.575046 + Penalty 2660.510448 = -209574.064598
  nChanged 14
		SP:Iteration 24Q (135145.140000 sec): 3 clusters
  Score: Raw -212239.831516 + Penalty 2660.510448 = -209579.321068
  nChanged 14
		SP:Iteration 25Q (135145.300000 sec): 3 clusters
  Score: Raw -212244.126021 + Penalty 2660.510448 = -209583.615573
  nChanged 19
		SP:Iteration 26Q (135145.460000 sec): 3 clusters
  Score: Raw -212251.688401 + Penalty 2660.510448 = -209591.177953
  nChanged 17
		SP:Iteration 27Q (135145.620000 sec): 3 clusters
  Score: Raw -212256.621087 + Penalty 2660.510448 = -209596.110639
  nChanged 8
		SP:Iteration 28Q (135145.780000 sec): 3 clusters
  Score: Raw -212258.271721 + Penalty 2660.510448 = -209597.761273
  nChanged 10
		SP:Iteration 29Q (135145.940000 sec): 3 clusters
  Score: Raw -212260.748856 + Penalty 2660.510448 = -209600.238408
  nChanged 8
		SP:Iteration 30Q (135146.100000 sec): 3 clusters
  Score: Raw -212262.934416 + Penalty 2660.510448 = -209602.423968
  nChanged 9
		SP:Iteration 31Q (135146.260000 sec): 3 clusters
  Score: Raw -212265.438962 + Penalty 2660.510448 = -209604.928514
  nChanged 5
		SP:Iteration 32Q (135146.420000 sec): 3 clusters
  Score: Raw -212267.423079 + Penalty 2660.510448 = -209606.912630
  nChanged 7
		SP:Iteration 33Q (135146.580000 sec): 3 clusters
  Score: Raw -212269.156227 + Penalty 2660.510448 = -209608.645779
  nChanged 4
		SP:Iteration 34Q (135146.750000 sec): 3 clusters
  Score: Raw -212270.212189 + Penalty 2660.510448 = -209609.701741
  nChanged 2
		SP:Iteration 35Q (135146.930000 sec): 3 clusters
  Score: Raw -212270.751721 + Penalty 2660.510448 = -209610.241273
  nChanged 3
		SP:Iteration 36Q (135147.100000 sec): 3 clusters
  Score: Raw -212271.625288 + Penalty 2660.510448 = -209611.114840
  nChanged 5
		SP:Iteration 37Q (135147.280000 sec): 3 clusters
  Score: Raw -212273.290100 + Penalty 2660.510448 = -209612.779652
  nChanged 1
		SP:Iteration 38Q (135147.460000 sec): 3 clusters
  Score: Raw -212273.542447 + Penalty 2660.510448 = -209613.031999
  nChanged 1
		SP:Iteration 39Q (135147.630000 sec): 3 clusters
  Score: Raw -212273.686105 + Penalty 2660.510448 = -209613.175657
  nChanged 0
		SP:Iteration 40F (135147.810000 sec): 3 clusters
  Score: Raw -212273.686105 + Penalty 2660.510448 = -209613.175657
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135147.890000 sec): 2 clusters
  Score: Raw -235559.470950 + Penalty 1273.730789 = -234285.740161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135148.070000 sec): 3 clusters
  Score: Raw -234402.859781 + Penalty 2547.461578 = -231855.398203
  nChanged 987
		SP:Iteration 1F (135148.240000 sec): 3 clusters
  Score: Raw -235045.559349 + Penalty 2547.461578 = -232498.097771
  nChanged 231
		SP:Iteration 2F (135148.420000 sec): 3 clusters
  Score: Raw -235226.394012 + Penalty 2547.461578 = -232678.932435
  nChanged 168
		SP:Iteration 3F (135148.610000 sec): 3 clusters
  Score: Raw -235397.767428 + Penalty 2547.461578 = -232850.305851
  nChanged 185
		SP:Iteration 4F (135148.650000 sec): 3 clusters
  Score: Raw -235582.282500 + Penalty 2547.461578 = -233034.820922
  nChanged 173
		SP:Iteration 5F (135148.700000 sec): 3 clusters
  Score: Raw -235760.000163 + Penalty 2547.461578 = -233212.538585
  nChanged 149
		SP:Iteration 6F (135148.750000 sec): 3 clusters
  Score: Raw -235889.218449 + Penalty 2547.461578 = -233341.756872
  nChanged 105
		SP:Iteration 7Q (135148.800000 sec): 3 clusters
  Score: Raw -235977.516569 + Penalty 2547.461578 = -233430.054992
  nChanged 86
		SP:Iteration 8Q (135148.850000 sec): 3 clusters
  Score: Raw -236045.945241 + Penalty 2547.461578 = -233498.483664
  nChanged 72
		SP:Iteration 9Q (135148.890000 sec): 3 clusters
  Score: Raw -236109.467066 + Penalty 2547.461578 = -233562.005489
  nChanged 46
		SP:Iteration 10Q (135148.940000 sec): 3 clusters
  Score: Raw -236144.951746 + Penalty 2547.461578 = -233597.490169
  nChanged 34
		SP:Iteration 11Q (135148.990000 sec): 3 clusters
  Score: Raw -236165.348226 + Penalty 2547.461578 = -233617.886649
  nChanged 35
		SP:Iteration 12Q (135149.040000 sec): 3 clusters
  Score: Raw -236185.921153 + Penalty 2547.461578 = -233638.459575
  nChanged 23
		SP:Iteration 13Q (135149.090000 sec): 3 clusters
  Score: Raw -236199.807340 + Penalty 2547.461578 = -233652.345762
  nChanged 25
		SP:Iteration 14Q (135149.130000 sec): 3 clusters
  Score: Raw -236211.818427 + Penalty 2547.461578 = -233664.356850
  nChanged 17
		SP:Iteration 15Q (135149.180000 sec): 3 clusters
  Score: Raw -236220.109694 + Penalty 2547.461578 = -233672.648116
  nChanged 14
		SP:Iteration 16Q (135149.230000 sec): 3 clusters
  Score: Raw -236231.130517 + Penalty 2547.461578 = -233683.668940
  nChanged 11
		SP:Iteration 17Q (135149.280000 sec): 3 clusters
  Score: Raw -236238.744961 + Penalty 2547.461578 = -233691.283383
  nChanged 10
		SP:Iteration 18Q (135149.440000 sec): 3 clusters
  Score: Raw -236244.033786 + Penalty 2547.461578 = -233696.572209
  nChanged 11
		SP:Iteration 19Q (135149.620000 sec): 3 clusters
  Score: Raw -236250.636164 + Penalty 2547.461578 = -233703.174586
  nChanged 5
		SP:Iteration 20F (135149.790000 sec): 3 clusters
  Score: Raw -236254.883133 + Penalty 2547.461578 = -233707.421556
  nChanged 7
		SP:Iteration 21Q (135149.970000 sec): 3 clusters
  Score: Raw -236259.752638 + Penalty 2547.461578 = -233712.291060
  nChanged 2
		SP:Iteration 22Q (135150.140000 sec): 3 clusters
  Score: Raw -236260.393251 + Penalty 2547.461578 = -233712.931674
  nChanged 1
		SP:Iteration 23Q (135150.300000 sec): 3 clusters
  Score: Raw -236260.940475 + Penalty 2547.461578 = -233713.478898
  nChanged 1
		SP:Iteration 24Q (135150.460000 sec): 3 clusters
  Score: Raw -236261.175632 + Penalty 2547.461578 = -233713.714054
  nChanged 0
		SP:Iteration 25F (135150.620000 sec): 3 clusters
  Score: Raw -236261.175632 + Penalty 2547.461578 = -233713.714054
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (11393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135150.730000 sec): 2 clusters
  Score: Raw -990926.266310 + Penalty 1517.872592 = -989408.393718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135150.970000 sec): 3 clusters
  Score: Raw -984387.101208 + Penalty 3035.745183 = -981351.356024
  nChanged 5042
		SP:Iteration 1F (135151.150000 sec): 3 clusters
  Score: Raw -987307.750835 + Penalty 3035.745183 = -984272.005651
  nChanged 814
		SP:Iteration 2F (135151.390000 sec): 3 clusters
  Score: Raw -987808.031604 + Penalty 3035.745183 = -984772.286420
  nChanged 795
		SP:Iteration 3F (135151.600000 sec): 3 clusters
  Score: Raw -988314.488351 + Penalty 3035.745183 = -985278.743167
  nChanged 713
		SP:Iteration 4F (135151.830000 sec): 3 clusters
  Score: Raw -988738.607720 + Penalty 3035.745183 = -985702.862536
  nChanged 598
		SP:Iteration 5F (135152.100000 sec): 3 clusters
  Score: Raw -989060.274247 + Penalty 3035.745183 = -986024.529064
  nChanged 505
		SP:Iteration 6Q (135152.320000 sec): 3 clusters
  Score: Raw -989309.238284 + Penalty 3035.745183 = -986273.493101
  nChanged 445
		SP:Iteration 7Q (135152.530000 sec): 3 clusters
  Score: Raw -989520.856542 + Penalty 3035.745183 = -986485.111358
  nChanged 361
		SP:Iteration 8Q (135152.840000 sec): 3 clusters
  Score: Raw -989670.357781 + Penalty 3035.745183 = -986634.612597
  nChanged 292
		SP:Iteration 9Q (135153.020000 sec): 3 clusters
  Score: Raw -989769.984228 + Penalty 3035.745183 = -986734.239045
  nChanged 236
		SP:Iteration 10Q (135153.200000 sec): 3 clusters
  Score: Raw -989856.176939 + Penalty 3035.745183 = -986820.431755
  nChanged 220
		SP:Iteration 11Q (135153.420000 sec): 3 clusters
  Score: Raw -989940.818090 + Penalty 3035.745183 = -986905.072907
  nChanged 224
		SP:Iteration 12Q (135153.630000 sec): 3 clusters
  Score: Raw -990014.641306 + Penalty 3035.745183 = -986978.896122
  nChanged 199
		SP:Iteration 13Q (135153.840000 sec): 3 clusters
  Score: Raw -990083.279797 + Penalty 3035.745183 = -987047.534614
  nChanged 204
		SP:Iteration 14Q (135154.010000 sec): 3 clusters
  Score: Raw -990156.542149 + Penalty 3035.745183 = -987120.796965
  nChanged 220
		SP:Iteration 15Q (135154.320000 sec): 3 clusters
  Score: Raw -990237.122846 + Penalty 3035.745183 = -987201.377662
  nChanged 239
		SP:Iteration 16Q (135154.500000 sec): 3 clusters
  Score: Raw -990324.093133 + Penalty 3035.745183 = -987288.347950
  nChanged 234
		SP:Iteration 17Q (135154.760000 sec): 3 clusters
  Score: Raw -990412.833906 + Penalty 3035.745183 = -987377.088723
  nChanged 237
		SP:Iteration 18Q (135155.020000 sec): 3 clusters
  Score: Raw -990514.817770 + Penalty 3035.745183 = -987479.072586
  nChanged 234
		SP:Iteration 19Q (135155.280000 sec): 3 clusters
  Score: Raw -990616.237720 + Penalty 3035.745183 = -987580.492537
  nChanged 201
		SP:Iteration 20F (135155.510000 sec): 3 clusters
  Score: Raw -990694.681719 + Penalty 3035.745183 = -987658.936536
  nChanged 196
		SP:Iteration 21Q (135155.760000 sec): 3 clusters
  Score: Raw -990771.515091 + Penalty 3035.745183 = -987735.769908
  nChanged 179
		SP:Iteration 22Q (135156.020000 sec): 3 clusters
  Score: Raw -990852.197412 + Penalty 3035.745183 = -987816.452228
  nChanged 178
		SP:Iteration 23Q (135156.270000 sec): 3 clusters
  Score: Raw -990931.483445 + Penalty 3035.745183 = -987895.738262
  nChanged 154
		SP:Iteration 24Q (135156.530000 sec): 3 clusters
  Score: Raw -991004.943810 + Penalty 3035.745183 = -987969.198626
  nChanged 169
		SP:Iteration 25Q (135156.790000 sec): 3 clusters
  Score: Raw -991100.117676 + Penalty 3035.745183 = -988064.372492
  nChanged 155
		SP:Iteration 26Q (135157.040000 sec): 3 clusters
  Score: Raw -991192.873469 + Penalty 3035.745183 = -988157.128286
  nChanged 158
		SP:Iteration 27Q (135157.300000 sec): 3 clusters
  Score: Raw -991288.469598 + Penalty 3035.745183 = -988252.724415
  nChanged 146
		SP:Iteration 28Q (135157.480000 sec): 3 clusters
  Score: Raw -991373.760510 + Penalty 3035.745183 = -988338.015326
  nChanged 122
		SP:Iteration 29Q (135157.710000 sec): 3 clusters
  Score: Raw -991451.552490 + Penalty 3035.745183 = -988415.807306
  nChanged 110
		SP:Iteration 30Q (135157.880000 sec): 3 clusters
  Score: Raw -991522.788711 + Penalty 3035.745183 = -988487.043528
  nChanged 99
		SP:Iteration 31Q (135158.150000 sec): 3 clusters
  Score: Raw -991580.652308 + Penalty 3035.745183 = -988544.907125
  nChanged 86
		SP:Iteration 32Q (135158.460000 sec): 3 clusters
  Score: Raw -991636.550090 + Penalty 3035.745183 = -988600.804907
  nChanged 92
		SP:Iteration 33Q (135158.640000 sec): 3 clusters
  Score: Raw -991708.007646 + Penalty 3035.745183 = -988672.262463
  nChanged 86
		SP:Iteration 34Q (135158.900000 sec): 3 clusters
  Score: Raw -991765.872077 + Penalty 3035.745183 = -988730.126894
  nChanged 63
		SP:Iteration 35Q (135159.120000 sec): 3 clusters
  Score: Raw -991800.272408 + Penalty 3035.745183 = -988764.527224
  nChanged 50
		SP:Iteration 36Q (135159.420000 sec): 3 clusters
  Score: Raw -991823.464178 + Penalty 3035.745183 = -988787.718994
  nChanged 42
		SP:Iteration 37Q (135159.590000 sec): 3 clusters
  Score: Raw -991841.215229 + Penalty 3035.745183 = -988805.470046
  nChanged 41
		SP:Iteration 38Q (135159.890000 sec): 3 clusters
  Score: Raw -991856.152480 + Penalty 3035.745183 = -988820.407297
  nChanged 32
		SP:Iteration 39Q (135160.060000 sec): 3 clusters
  Score: Raw -991866.293863 + Penalty 3035.745183 = -988830.548680
  nChanged 29
		SP:Iteration 40F (135160.280000 sec): 3 clusters
  Score: Raw -991875.494402 + Penalty 3035.745183 = -988839.749219
  nChanged 28
		SP:Iteration 41Q (135160.420000 sec): 3 clusters
  Score: Raw -991887.111360 + Penalty 3035.745183 = -988851.366176
  nChanged 28
		SP:Iteration 42Q (135160.680000 sec): 3 clusters
  Score: Raw -991900.099270 + Penalty 3035.745183 = -988864.354086
  nChanged 23
		SP:Iteration 43Q (135160.940000 sec): 3 clusters
  Score: Raw -991909.517549 + Penalty 3035.745183 = -988873.772366
  nChanged 23
		SP:Iteration 44Q (135161.200000 sec): 3 clusters
  Score: Raw -991917.850023 + Penalty 3035.745183 = -988882.104839
  nChanged 18
		SP:Iteration 45Q (135161.460000 sec): 3 clusters
  Score: Raw -991924.139047 + Penalty 3035.745183 = -988888.393864
  nChanged 16
		SP:Iteration 46Q (135161.600000 sec): 3 clusters
  Score: Raw -991930.409440 + Penalty 3035.745183 = -988894.664257
  nChanged 27
		SP:Iteration 47Q (135161.860000 sec): 3 clusters
  Score: Raw -991941.401563 + Penalty 3035.745183 = -988905.656379
  nChanged 26
		SP:Iteration 48Q (135162.070000 sec): 3 clusters
  Score: Raw -991951.485815 + Penalty 3035.745183 = -988915.740632
  nChanged 22
		SP:Iteration 49Q (135162.330000 sec): 3 clusters
  Score: Raw -991961.866736 + Penalty 3035.745183 = -988926.121552
  nChanged 22
		SP:Iteration 50Q (135162.590000 sec): 3 clusters
  Score: Raw -991970.022277 + Penalty 3035.745183 = -988934.277093
  nChanged 15
		SP:Iteration 51Q (135162.840000 sec): 3 clusters
  Score: Raw -991975.411830 + Penalty 3035.745183 = -988939.666646
  nChanged 21
		SP:Iteration 52Q (135163.100000 sec): 3 clusters
  Score: Raw -991984.043323 + Penalty 3035.745183 = -988948.298140
  nChanged 15
		SP:Iteration 53Q (135163.360000 sec): 3 clusters
  Score: Raw -991990.166082 + Penalty 3035.745183 = -988954.420899
  nChanged 11
		SP:Iteration 54Q (135163.620000 sec): 3 clusters
  Score: Raw -991993.516740 + Penalty 3035.745183 = -988957.771556
  nChanged 10
		SP:Iteration 55Q (135163.880000 sec): 3 clusters
  Score: Raw -991996.208265 + Penalty 3035.745183 = -988960.463082
  nChanged 12
		SP:Iteration 56Q (135164.090000 sec): 3 clusters
  Score: Raw -991999.492600 + Penalty 3035.745183 = -988963.747416
  nChanged 12
		SP:Iteration 57Q (135164.240000 sec): 3 clusters
  Score: Raw -992002.762514 + Penalty 3035.745183 = -988967.017330
  nChanged 10
		SP:Iteration 58Q (135164.500000 sec): 3 clusters
  Score: Raw -992005.764678 + Penalty 3035.745183 = -988970.019494
  nChanged 7
		SP:Iteration 59Q (135164.750000 sec): 3 clusters
  Score: Raw -992007.659869 + Penalty 3035.745183 = -988971.914686
  nChanged 6
		SP:Iteration 60F (135165.010000 sec): 3 clusters
  Score: Raw -992008.592427 + Penalty 3035.745183 = -988972.847244
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (3331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135165.100000 sec): 2 clusters
  Score: Raw -270080.893806 + Penalty 1318.042024 = -268762.851783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135165.270000 sec): 3 clusters
  Score: Raw -268501.265024 + Penalty 2636.084047 = -265865.180977
  nChanged 1266
		SP:Iteration 1F (135165.450000 sec): 3 clusters
  Score: Raw -269335.080537 + Penalty 2636.084047 = -266698.996490
  nChanged 318
		SP:Iteration 2F (135165.620000 sec): 3 clusters
  Score: Raw -269595.993845 + Penalty 2636.084047 = -266959.909798
  nChanged 231
		SP:Iteration 3F (135165.800000 sec): 3 clusters
  Score: Raw -269789.667068 + Penalty 2636.084047 = -267153.583020
  nChanged 182
		SP:Iteration 4F (135165.970000 sec): 3 clusters
  Score: Raw -269934.369095 + Penalty 2636.084047 = -267298.285048
  nChanged 155
		SP:Iteration 5Q (135166.150000 sec): 3 clusters
  Score: Raw -270035.750329 + Penalty 2636.084047 = -267399.666282
  nChanged 107
		SP:Iteration 6Q (135166.320000 sec): 3 clusters
  Score: Raw -270100.228969 + Penalty 2636.084047 = -267464.144922
  nChanged 86
		SP:Iteration 7Q (135166.500000 sec): 3 clusters
  Score: Raw -270145.872112 + Penalty 2636.084047 = -267509.788065
  nChanged 74
		SP:Iteration 8Q (135166.680000 sec): 3 clusters
  Score: Raw -270181.399014 + Penalty 2636.084047 = -267545.314967
  nChanged 72
		SP:Iteration 9Q (135166.850000 sec): 3 clusters
  Score: Raw -270224.382124 + Penalty 2636.084047 = -267588.298076
  nChanged 72
		SP:Iteration 10Q (135167.020000 sec): 3 clusters
  Score: Raw -270267.586618 + Penalty 2636.084047 = -267631.502570
  nChanged 72
		SP:Iteration 11Q (135167.160000 sec): 3 clusters
  Score: Raw -270303.277291 + Penalty 2636.084047 = -267667.193243
  nChanged 62
		SP:Iteration 12Q (135167.320000 sec): 3 clusters
  Score: Raw -270331.395791 + Penalty 2636.084047 = -267695.311743
  nChanged 55
		SP:Iteration 13Q (135167.500000 sec): 3 clusters
  Score: Raw -270366.783043 + Penalty 2636.084047 = -267730.698995
  nChanged 51
		SP:Iteration 14Q (135167.640000 sec): 3 clusters
  Score: Raw -270397.900306 + Penalty 2636.084047 = -267761.816259
  nChanged 35
		SP:Iteration 15Q (135167.800000 sec): 3 clusters
  Score: Raw -270421.369757 + Penalty 2636.084047 = -267785.285710
  nChanged 43
		SP:Iteration 16Q (135168.000000 sec): 3 clusters
  Score: Raw -270446.172663 + Penalty 2636.084047 = -267810.088616
  nChanged 43
		SP:Iteration 17Q (135168.160000 sec): 3 clusters
  Score: Raw -270470.094684 + Penalty 2636.084047 = -267834.010637
  nChanged 34
		SP:Iteration 18Q (135168.320000 sec): 3 clusters
  Score: Raw -270483.258677 + Penalty 2636.084047 = -267847.174629
  nChanged 24
		SP:Iteration 19Q (135168.480000 sec): 3 clusters
  Score: Raw -270490.793719 + Penalty 2636.084047 = -267854.709671
  nChanged 16
		SP:Iteration 20F (135168.640000 sec): 3 clusters
  Score: Raw -270496.756671 + Penalty 2636.084047 = -267860.672623
  nChanged 12
		SP:Iteration 21Q (135168.800000 sec): 3 clusters
  Score: Raw -270502.528319 + Penalty 2636.084047 = -267866.444272
  nChanged 9
		SP:Iteration 22Q (135168.960000 sec): 3 clusters
  Score: Raw -270504.634516 + Penalty 2636.084047 = -267868.550469
  nChanged 10
		SP:Iteration 23Q (135169.120000 sec): 3 clusters
  Score: Raw -270509.453040 + Penalty 2636.084047 = -267873.368992
  nChanged 10
		SP:Iteration 24Q (135169.280000 sec): 3 clusters
  Score: Raw -270512.264174 + Penalty 2636.084047 = -267876.180127
  nChanged 4
		SP:Iteration 25Q (135169.430000 sec): 3 clusters
  Score: Raw -270513.366645 + Penalty 2636.084047 = -267877.282597
  nChanged 4
		SP:Iteration 26Q (135169.590000 sec): 3 clusters
  Score: Raw -270514.099393 + Penalty 2636.084047 = -267878.015345
  nChanged 1
		SP:Iteration 27Q (135169.750000 sec): 3 clusters
  Score: Raw -270514.504394 + Penalty 2636.084047 = -267878.420347
  nChanged 1
		SP:Iteration 28Q (135169.910000 sec): 3 clusters
  Score: Raw -270514.651342 + Penalty 2636.084047 = -267878.567295
  nChanged 1
		SP:Iteration 29Q (135170.070000 sec): 3 clusters
  Score: Raw -270514.809630 + Penalty 2636.084047 = -267878.725583
  nChanged 2
		SP:Iteration 30Q (135170.230000 sec): 3 clusters
  Score: Raw -270515.345154 + Penalty 2636.084047 = -267879.261106
  nChanged 3
		SP:Iteration 31Q (135170.390000 sec): 3 clusters
  Score: Raw -270516.084003 + Penalty 2636.084047 = -267879.999955
  nChanged 3
		SP:Iteration 32Q (135170.550000 sec): 3 clusters
  Score: Raw -270517.309436 + Penalty 2636.084047 = -267881.225389
  nChanged 4
		SP:Iteration 33Q (135170.710000 sec): 3 clusters
  Score: Raw -270519.003846 + Penalty 2636.084047 = -267882.919799
  nChanged 8
		SP:Iteration 34Q (135170.870000 sec): 3 clusters
  Score: Raw -270523.437894 + Penalty 2636.084047 = -267887.353847
  nChanged 12
		SP:Iteration 35Q (135171.030000 sec): 3 clusters
  Score: Raw -270530.097460 + Penalty 2636.084047 = -267894.013412
  nChanged 14
		SP:Iteration 36Q (135171.190000 sec): 3 clusters
  Score: Raw -270538.575044 + Penalty 2636.084047 = -267902.490996
  nChanged 17
		SP:Iteration 37Q (135171.350000 sec): 3 clusters
  Score: Raw -270547.693861 + Penalty 2636.084047 = -267911.609813
  nChanged 16
		SP:Iteration 38Q (135171.510000 sec): 3 clusters
  Score: Raw -270556.203264 + Penalty 2636.084047 = -267920.119216
  nChanged 17
		SP:Iteration 39Q (135171.670000 sec): 3 clusters
  Score: Raw -270561.469382 + Penalty 2636.084047 = -267925.385335
  nChanged 11
		SP:Iteration 40F (135171.830000 sec): 3 clusters
  Score: Raw -270565.617213 + Penalty 2636.084047 = -267929.533166
  nChanged 12
		SP:Iteration 41Q (135171.990000 sec): 3 clusters
  Score: Raw -270569.914220 + Penalty 2636.084047 = -267933.830172
  nChanged 8
		SP:Iteration 42Q (135172.150000 sec): 3 clusters
  Score: Raw -270574.143979 + Penalty 2636.084047 = -267938.059932
  nChanged 9
		SP:Iteration 43Q (135172.310000 sec): 3 clusters
  Score: Raw -270576.010139 + Penalty 2636.084047 = -267939.926092
  nChanged 4
		SP:Iteration 44Q (135172.470000 sec): 3 clusters
  Score: Raw -270577.170685 + Penalty 2636.084047 = -267941.086637
  nChanged 8
		SP:Iteration 45Q (135172.630000 sec): 3 clusters
  Score: Raw -270581.524912 + Penalty 2636.084047 = -267945.440865
  nChanged 9
		SP:Iteration 46Q (135172.790000 sec): 3 clusters
  Score: Raw -270588.389956 + Penalty 2636.084047 = -267952.305908
  nChanged 17
		SP:Iteration 47Q (135172.950000 sec): 3 clusters
  Score: Raw -270600.632862 + Penalty 2636.084047 = -267964.548814
  nChanged 17
		SP:Iteration 48Q (135173.110000 sec): 3 clusters
  Score: Raw -270609.265295 + Penalty 2636.084047 = -267973.181248
  nChanged 12
		SP:Iteration 49Q (135173.270000 sec): 3 clusters
  Score: Raw -270614.520153 + Penalty 2636.084047 = -267978.436105
  nChanged 12
		SP:Iteration 50Q (135173.430000 sec): 3 clusters
  Score: Raw -270621.331164 + Penalty 2636.084047 = -267985.247117
  nChanged 17
		SP:Iteration 51Q (135173.590000 sec): 3 clusters
  Score: Raw -270629.883509 + Penalty 2636.084047 = -267993.799462
  nChanged 23
		SP:Iteration 52Q (135173.750000 sec): 3 clusters
  Score: Raw -270644.376256 + Penalty 2636.084047 = -268008.292208
  nChanged 28
		SP:Iteration 53Q (135173.910000 sec): 3 clusters
  Score: Raw -270662.441843 + Penalty 2636.084047 = -268026.357796
  nChanged 29
		SP:Iteration 54Q (135174.070000 sec): 3 clusters
  Score: Raw -270678.096399 + Penalty 2636.084047 = -268042.012352
  nChanged 21
		SP:Iteration 55Q (135174.230000 sec): 3 clusters
  Score: Raw -270687.141432 + Penalty 2636.084047 = -268051.057384
  nChanged 19
		SP:Iteration 56Q (135174.390000 sec): 3 clusters
  Score: Raw -270697.108399 + Penalty 2636.084047 = -268061.024351
  nChanged 13
		SP:Iteration 57Q (135174.550000 sec): 3 clusters
  Score: Raw -270705.384611 + Penalty 2636.084047 = -268069.300564
  nChanged 14
		SP:Iteration 58Q (135174.710000 sec): 3 clusters
  Score: Raw -270712.507039 + Penalty 2636.084047 = -268076.422992
  nChanged 20
		SP:Iteration 59Q (135174.870000 sec): 3 clusters
  Score: Raw -270724.032331 + Penalty 2636.084047 = -268087.948284
  nChanged 24
		SP:Iteration 60F (135175.030000 sec): 3 clusters
  Score: Raw -270739.176693 + Penalty 2636.084047 = -268103.092645
  nChanged 20
		SP:Iteration 61Q (135175.230000 sec): 3 clusters
  Score: Raw -270745.052039 + Penalty 2636.084047 = -268108.967991
  nChanged 13
		SP:Iteration 62Q (135175.370000 sec): 3 clusters
  Score: Raw -270750.424009 + Penalty 2636.084047 = -268114.339962
  nChanged 7
		SP:Iteration 63Q (135175.530000 sec): 3 clusters
  Score: Raw -270752.301064 + Penalty 2636.084047 = -268116.217017
  nChanged 2
		SP:Iteration 64Q (135175.690000 sec): 3 clusters
  Score: Raw -270753.777739 + Penalty 2636.084047 = -268117.693691
  nChanged 3
		SP:Iteration 65Q (135175.850000 sec): 3 clusters
  Score: Raw -270754.356168 + Penalty 2636.084047 = -268118.272120
  nChanged 0
		SP:Iteration 66F (135176.050000 sec): 3 clusters
  Score: Raw -270754.356168 + Penalty 2636.084047 = -268118.272120
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (1938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135176.120000 sec): 2 clusters
  Score: Raw -181530.658181 + Penalty 1230.029416 = -180300.628765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135176.280000 sec): 3 clusters
  Score: Raw -180716.707894 + Penalty 2460.058833 = -178256.649062
  nChanged 665
		SP:Iteration 1F (135176.440000 sec): 3 clusters
  Score: Raw -181139.913281 + Penalty 2460.058833 = -178679.854448
  nChanged 144
		SP:Iteration 2F (135176.600000 sec): 3 clusters
  Score: Raw -181233.947223 + Penalty 2460.058833 = -178773.888390
  nChanged 81
		SP:Iteration 3Q (135176.760000 sec): 3 clusters
  Score: Raw -181290.336014 + Penalty 2460.058833 = -178830.277181
  nChanged 65
		SP:Iteration 4Q (135176.920000 sec): 3 clusters
  Score: Raw -181339.453044 + Penalty 2460.058833 = -178879.394212
  nChanged 51
		SP:Iteration 5Q (135177.090000 sec): 3 clusters
  Score: Raw -181384.617364 + Penalty 2460.058833 = -178924.558531
  nChanged 54
		SP:Iteration 6Q (135177.270000 sec): 3 clusters
  Score: Raw -181427.840587 + Penalty 2460.058833 = -178967.781755
  nChanged 45
		SP:Iteration 7Q (135177.440000 sec): 3 clusters
  Score: Raw -181463.424662 + Penalty 2460.058833 = -179003.365830
  nChanged 53
		SP:Iteration 8Q (135177.620000 sec): 3 clusters
  Score: Raw -181502.798441 + Penalty 2460.058833 = -179042.739608
  nChanged 46
		SP:Iteration 9Q (135177.720000 sec): 3 clusters
  Score: Raw -181541.486723 + Penalty 2460.058833 = -179081.427890
  nChanged 48
		SP:Iteration 10Q (135177.750000 sec): 3 clusters
  Score: Raw -181585.481611 + Penalty 2460.058833 = -179125.422778
  nChanged 53
		SP:Iteration 11Q (135177.800000 sec): 3 clusters
  Score: Raw -181634.175103 + Penalty 2460.058833 = -179174.116270
  nChanged 42
		SP:Iteration 12Q (135177.840000 sec): 3 clusters
  Score: Raw -181667.427604 + Penalty 2460.058833 = -179207.368772
  nChanged 38
		SP:Iteration 13Q (135177.880000 sec): 3 clusters
  Score: Raw -181696.066028 + Penalty 2460.058833 = -179236.007196
  nChanged 43
		SP:Iteration 14Q (135177.920000 sec): 3 clusters
  Score: Raw -181726.133712 + Penalty 2460.058833 = -179266.074880
  nChanged 38
		SP:Iteration 15Q (135177.960000 sec): 3 clusters
  Score: Raw -181757.681680 + Penalty 2460.058833 = -179297.622847
  nChanged 36
		SP:Iteration 16Q (135178.000000 sec): 3 clusters
  Score: Raw -181787.887068 + Penalty 2460.058833 = -179327.828236
  nChanged 22
		SP:Iteration 17Q (135178.040000 sec): 3 clusters
  Score: Raw -181800.908764 + Penalty 2460.058833 = -179340.849931
  nChanged 17
		SP:Iteration 18Q (135178.080000 sec): 3 clusters
  Score: Raw -181809.530156 + Penalty 2460.058833 = -179349.471323
  nChanged 8
		SP:Iteration 19Q (135178.120000 sec): 3 clusters
  Score: Raw -181814.608016 + Penalty 2460.058833 = -179354.549183
  nChanged 6
		SP:Iteration 20F (135178.160000 sec): 3 clusters
  Score: Raw -181818.401660 + Penalty 2460.058833 = -179358.342827
  nChanged 11
		SP:Iteration 21Q (135178.200000 sec): 3 clusters
  Score: Raw -181826.328320 + Penalty 2460.058833 = -179366.269487
  nChanged 9
		SP:Iteration 22Q (135178.240000 sec): 3 clusters
  Score: Raw -181830.606585 + Penalty 2460.058833 = -179370.547752
  nChanged 4
		SP:Iteration 23Q (135178.290000 sec): 3 clusters
  Score: Raw -181832.679815 + Penalty 2460.058833 = -179372.620982
  nChanged 0
		SP:Iteration 24F (135178.330000 sec): 3 clusters
  Score: Raw -181832.679815 + Penalty 2460.058833 = -179372.620982
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (4778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135178.420000 sec): 2 clusters
  Score: Raw -372956.673758 + Penalty 1376.663816 = -371580.009943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135178.510000 sec): 3 clusters
  Score: Raw -370552.074131 + Penalty 2753.327632 = -367798.746500
  nChanged 1920
		SP:Iteration 1F (135178.600000 sec): 3 clusters
  Score: Raw -371730.970929 + Penalty 2753.327632 = -368977.643298
  nChanged 392
		SP:Iteration 2F (135178.680000 sec): 3 clusters
  Score: Raw -372025.595776 + Penalty 2753.327632 = -369272.268144
  nChanged 327
		SP:Iteration 3F (135178.770000 sec): 3 clusters
  Score: Raw -372240.295519 + Penalty 2753.327632 = -369486.967888
  nChanged 253
		SP:Iteration 4F (135178.860000 sec): 3 clusters
  Score: Raw -372395.974072 + Penalty 2753.327632 = -369642.646440
  nChanged 230
		SP:Iteration 5Q (135178.950000 sec): 3 clusters
  Score: Raw -372538.265776 + Penalty 2753.327632 = -369784.938145
  nChanged 169
		SP:Iteration 6Q (135179.040000 sec): 3 clusters
  Score: Raw -372643.142566 + Penalty 2753.327632 = -369889.814934
  nChanged 181
		SP:Iteration 7Q (135179.150000 sec): 3 clusters
  Score: Raw -372750.390531 + Penalty 2753.327632 = -369997.062900
  nChanged 140
		SP:Iteration 8Q (135179.240000 sec): 3 clusters
  Score: Raw -372837.867733 + Penalty 2753.327632 = -370084.540101
  nChanged 120
		SP:Iteration 9Q (135179.330000 sec): 3 clusters
  Score: Raw -372908.947639 + Penalty 2753.327632 = -370155.620008
  nChanged 121
		SP:Iteration 10Q (135179.420000 sec): 3 clusters
  Score: Raw -372973.727123 + Penalty 2753.327632 = -370220.399492
  nChanged 116
		SP:Iteration 11Q (135179.510000 sec): 3 clusters
  Score: Raw -373049.474118 + Penalty 2753.327632 = -370296.146487
  nChanged 113
		SP:Iteration 12Q (135179.600000 sec): 3 clusters
  Score: Raw -373132.985770 + Penalty 2753.327632 = -370379.658138
  nChanged 115
		SP:Iteration 13Q (135179.690000 sec): 3 clusters
  Score: Raw -373224.383093 + Penalty 2753.327632 = -370471.055461
  nChanged 126
		SP:Iteration 14Q (135179.810000 sec): 3 clusters
  Score: Raw -373305.065122 + Penalty 2753.327632 = -370551.737491
  nChanged 102
		SP:Iteration 15Q (135179.980000 sec): 3 clusters
  Score: Raw -373393.300146 + Penalty 2753.327632 = -370639.972514
  nChanged 104
		SP:Iteration 16Q (135180.160000 sec): 3 clusters
  Score: Raw -373476.336664 + Penalty 2753.327632 = -370723.009033
  nChanged 91
		SP:Iteration 17Q (135180.330000 sec): 3 clusters
  Score: Raw -373535.922067 + Penalty 2753.327632 = -370782.594436
  nChanged 69
		SP:Iteration 18Q (135180.510000 sec): 3 clusters
  Score: Raw -373576.800719 + Penalty 2753.327632 = -370823.473088
  nChanged 70
		SP:Iteration 19Q (135180.600000 sec): 3 clusters
  Score: Raw -373620.667906 + Penalty 2753.327632 = -370867.340275
  nChanged 72
		SP:Iteration 20F (135180.690000 sec): 3 clusters
  Score: Raw -373663.863544 + Penalty 2753.327632 = -370910.535912
  nChanged 54
		SP:Iteration 21Q (135180.770000 sec): 3 clusters
  Score: Raw -373696.453137 + Penalty 2753.327632 = -370943.125506
  nChanged 47
		SP:Iteration 22Q (135180.850000 sec): 3 clusters
  Score: Raw -373720.890847 + Penalty 2753.327632 = -370967.563215
  nChanged 45
		SP:Iteration 23Q (135180.930000 sec): 3 clusters
  Score: Raw -373746.098351 + Penalty 2753.327632 = -370992.770720
  nChanged 31
		SP:Iteration 24Q (135181.020000 sec): 3 clusters
  Score: Raw -373762.964937 + Penalty 2753.327632 = -371009.637306
  nChanged 22
		SP:Iteration 25Q (135181.100000 sec): 3 clusters
  Score: Raw -373778.444403 + Penalty 2753.327632 = -371025.116772
  nChanged 18
		SP:Iteration 26Q (135181.180000 sec): 3 clusters
  Score: Raw -373790.401682 + Penalty 2753.327632 = -371037.074051
  nChanged 14
		SP:Iteration 27Q (135181.260000 sec): 3 clusters
  Score: Raw -373797.256097 + Penalty 2753.327632 = -371043.928466
  nChanged 15
		SP:Iteration 28Q (135181.350000 sec): 3 clusters
  Score: Raw -373803.244624 + Penalty 2753.327632 = -371049.916992
  nChanged 12
		SP:Iteration 29Q (135181.530000 sec): 3 clusters
  Score: Raw -373807.503733 + Penalty 2753.327632 = -371054.176102
  nChanged 8
		SP:Iteration 30Q (135181.760000 sec): 3 clusters
  Score: Raw -373810.068248 + Penalty 2753.327632 = -371056.740617
  nChanged 8
		SP:Iteration 31Q (135181.940000 sec): 3 clusters
  Score: Raw -373813.867973 + Penalty 2753.327632 = -371060.540341
  nChanged 10
		SP:Iteration 32Q (135182.120000 sec): 3 clusters
  Score: Raw -373816.934292 + Penalty 2753.327632 = -371063.606660
  nChanged 8
		SP:Iteration 33Q (135182.270000 sec): 3 clusters
  Score: Raw -373819.454386 + Penalty 2753.327632 = -371066.126755
  nChanged 3
		SP:Iteration 34Q (135182.370000 sec): 3 clusters
  Score: Raw -373820.348921 + Penalty 2753.327632 = -371067.021290
  nChanged 3
		SP:Iteration 35Q (135182.450000 sec): 3 clusters
  Score: Raw -373821.258201 + Penalty 2753.327632 = -371067.930569
  nChanged 4
		SP:Iteration 36Q (135182.530000 sec): 3 clusters
  Score: Raw -373822.845485 + Penalty 2753.327632 = -371069.517854
  nChanged 1
		SP:Iteration 37Q (135182.610000 sec): 3 clusters
  Score: Raw -373823.198416 + Penalty 2753.327632 = -371069.870785
  nChanged 1
		SP:Iteration 38Q (135182.790000 sec): 3 clusters
  Score: Raw -373823.689502 + Penalty 2753.327632 = -371070.361871
  nChanged 2
		SP:Iteration 39Q (135182.870000 sec): 3 clusters
  Score: Raw -373824.327099 + Penalty 2753.327632 = -371070.999468
  nChanged 2
		SP:Iteration 40F (135182.950000 sec): 3 clusters
  Score: Raw -373825.225731 + Penalty 2753.327632 = -371071.898099
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (2852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135183.050000 sec): 2 clusters
  Score: Raw -235595.172669 + Penalty 1292.813564 = -234302.359105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135183.230000 sec): 3 clusters
  Score: Raw -234284.109305 + Penalty 2585.627129 = -231698.482176
  nChanged 1082
		SP:Iteration 1F (135183.400000 sec): 3 clusters
  Score: Raw -235073.774682 + Penalty 2585.627129 = -232488.147553
  nChanged 317
		SP:Iteration 2F (135183.460000 sec): 3 clusters
  Score: Raw -235441.142180 + Penalty 2585.627129 = -232855.515051
  nChanged 253
		SP:Iteration 3F (135183.510000 sec): 3 clusters
  Score: Raw -235680.469111 + Penalty 2585.627129 = -233094.841982
  nChanged 141
		SP:Iteration 4Q (135183.570000 sec): 3 clusters
  Score: Raw -235835.136050 + Penalty 2585.627129 = -233249.508921
  nChanged 135
		SP:Iteration 5Q (135183.620000 sec): 3 clusters
  Score: Raw -235986.281488 + Penalty 2585.627129 = -233400.654359
  nChanged 107
		SP:Iteration 6Q (135183.670000 sec): 3 clusters
  Score: Raw -236100.091083 + Penalty 2585.627129 = -233514.463954
  nChanged 97
		SP:Iteration 7Q (135183.720000 sec): 3 clusters
  Score: Raw -236189.483388 + Penalty 2585.627129 = -233603.856259
  nChanged 83
		SP:Iteration 8Q (135183.770000 sec): 3 clusters
  Score: Raw -236262.139715 + Penalty 2585.627129 = -233676.512586
  nChanged 80
		SP:Iteration 9Q (135183.830000 sec): 3 clusters
  Score: Raw -236328.372980 + Penalty 2585.627129 = -233742.745851
  nChanged 60
		SP:Iteration 10Q (135183.880000 sec): 3 clusters
  Score: Raw -236373.632089 + Penalty 2585.627129 = -233788.004960
  nChanged 48
		SP:Iteration 11Q (135183.930000 sec): 3 clusters
  Score: Raw -236403.560149 + Penalty 2585.627129 = -233817.933020
  nChanged 42
		SP:Iteration 12Q (135183.990000 sec): 3 clusters
  Score: Raw -236430.705967 + Penalty 2585.627129 = -233845.078838
  nChanged 38
		SP:Iteration 13Q (135184.040000 sec): 3 clusters
  Score: Raw -236458.290780 + Penalty 2585.627129 = -233872.663651
  nChanged 29
		SP:Iteration 14Q (135184.090000 sec): 3 clusters
  Score: Raw -236476.125961 + Penalty 2585.627129 = -233890.498832
  nChanged 22
		SP:Iteration 15Q (135184.140000 sec): 3 clusters
  Score: Raw -236488.074601 + Penalty 2585.627129 = -233902.447472
  nChanged 23
		SP:Iteration 16Q (135184.190000 sec): 3 clusters
  Score: Raw -236501.062482 + Penalty 2585.627129 = -233915.435353
  nChanged 9
		SP:Iteration 17Q (135184.410000 sec): 3 clusters
  Score: Raw -236503.881642 + Penalty 2585.627129 = -233918.254513
  nChanged 8
		SP:Iteration 18Q (135184.570000 sec): 3 clusters
  Score: Raw -236506.210117 + Penalty 2585.627129 = -233920.582988
  nChanged 7
		SP:Iteration 19Q (135184.730000 sec): 3 clusters
  Score: Raw -236508.796187 + Penalty 2585.627129 = -233923.169058
  nChanged 10
		SP:Iteration 20F (135184.880000 sec): 3 clusters
  Score: Raw -236512.949936 + Penalty 2585.627129 = -233927.322807
  nChanged 9
		SP:Iteration 21Q (135185.040000 sec): 3 clusters
  Score: Raw -236516.170647 + Penalty 2585.627129 = -233930.543518
  nChanged 12
		SP:Iteration 22Q (135185.190000 sec): 3 clusters
  Score: Raw -236520.558603 + Penalty 2585.627129 = -233934.931474
  nChanged 10
		SP:Iteration 23Q (135185.350000 sec): 3 clusters
  Score: Raw -236526.591289 + Penalty 2585.627129 = -233940.964160
  nChanged 12
		SP:Iteration 24Q (135185.510000 sec): 3 clusters
  Score: Raw -236531.317033 + Penalty 2585.627129 = -233945.689904
  nChanged 12
		SP:Iteration 25Q (135185.590000 sec): 3 clusters
  Score: Raw -236536.928487 + Penalty 2585.627129 = -233951.301358
  nChanged 13
		SP:Iteration 26Q (135185.640000 sec): 3 clusters
  Score: Raw -236544.698949 + Penalty 2585.627129 = -233959.071820
  nChanged 12
		SP:Iteration 27Q (135185.690000 sec): 3 clusters
  Score: Raw -236550.073518 + Penalty 2585.627129 = -233964.446389
  nChanged 7
		SP:Iteration 28Q (135185.750000 sec): 3 clusters
  Score: Raw -236552.630041 + Penalty 2585.627129 = -233967.002912
  nChanged 2
		SP:Iteration 29Q (135185.800000 sec): 3 clusters
  Score: Raw -236554.673696 + Penalty 2585.627129 = -233969.046567
  nChanged 1
		SP:Iteration 30Q (135185.850000 sec): 3 clusters
  Score: Raw -236555.041659 + Penalty 2585.627129 = -233969.414530
  nChanged 2
		SP:Iteration 31Q (135185.910000 sec): 3 clusters
  Score: Raw -236555.648363 + Penalty 2585.627129 = -233970.021234
  nChanged 2
		SP:Iteration 32Q (135185.960000 sec): 3 clusters
  Score: Raw -236556.344084 + Penalty 2585.627129 = -233970.716955
  nChanged 1
		SP:Iteration 33Q (135186.010000 sec): 3 clusters
  Score: Raw -236557.794022 + Penalty 2585.627129 = -233972.166893
  nChanged 7
		SP:Iteration 34Q (135186.060000 sec): 3 clusters
  Score: Raw -236561.930745 + Penalty 2585.627129 = -233976.303616
  nChanged 7
		SP:Iteration 35Q (135186.110000 sec): 3 clusters
  Score: Raw -236564.273709 + Penalty 2585.627129 = -233978.646580
  nChanged 1
		SP:Iteration 36Q (135186.170000 sec): 3 clusters
  Score: Raw -236564.513430 + Penalty 2585.627129 = -233978.886301
  nChanged 0
		SP:Iteration 37F (135186.220000 sec): 3 clusters
  Score: Raw -236564.513430 + Penalty 2585.627129 = -233978.886301
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135186.330000 sec): 2 clusters
  Score: Raw -415654.988595 + Penalty 1386.910952 = -414268.077643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135186.510000 sec): 3 clusters
  Score: Raw -413044.431337 + Penalty 2773.821904 = -410270.609434
  nChanged 2075
		SP:Iteration 1F (135186.690000 sec): 3 clusters
  Score: Raw -414291.507540 + Penalty 2773.821904 = -411517.685636
  nChanged 439
		SP:Iteration 2F (135186.860000 sec): 3 clusters
  Score: Raw -414669.712746 + Penalty 2773.821904 = -411895.890842
  nChanged 387
		SP:Iteration 3F (135187.040000 sec): 3 clusters
  Score: Raw -414996.965289 + Penalty 2773.821904 = -412223.143386
  nChanged 328
		SP:Iteration 4F (135187.210000 sec): 3 clusters
  Score: Raw -415280.446755 + Penalty 2773.821904 = -412506.624851
  nChanged 278
		SP:Iteration 5F (135187.390000 sec): 3 clusters
  Score: Raw -415505.883736 + Penalty 2773.821904 = -412732.061833
  nChanged 239
		SP:Iteration 6Q (135187.560000 sec): 3 clusters
  Score: Raw -415679.999048 + Penalty 2773.821904 = -412906.177144
  nChanged 200
		SP:Iteration 7Q (135187.740000 sec): 3 clusters
  Score: Raw -415849.757537 + Penalty 2773.821904 = -413075.935633
  nChanged 185
		SP:Iteration 8Q (135187.910000 sec): 3 clusters
  Score: Raw -416018.847049 + Penalty 2773.821904 = -413245.025146
  nChanged 161
		SP:Iteration 9Q (135188.090000 sec): 3 clusters
  Score: Raw -416155.083711 + Penalty 2773.821904 = -413381.261807
  nChanged 129
		SP:Iteration 10Q (135188.270000 sec): 3 clusters
  Score: Raw -416240.806033 + Penalty 2773.821904 = -413466.984129
  nChanged 79
		SP:Iteration 11Q (135188.370000 sec): 3 clusters
  Score: Raw -416285.057217 + Penalty 2773.821904 = -413511.235314
  nChanged 63
		SP:Iteration 12Q (135188.490000 sec): 3 clusters
  Score: Raw -416319.920739 + Penalty 2773.821904 = -413546.098836
  nChanged 49
		SP:Iteration 13Q (135188.670000 sec): 3 clusters
  Score: Raw -416343.829416 + Penalty 2773.821904 = -413570.007513
  nChanged 36
		SP:Iteration 14Q (135188.840000 sec): 3 clusters
  Score: Raw -416358.140253 + Penalty 2773.821904 = -413584.318349
  nChanged 35
		SP:Iteration 15Q (135189.020000 sec): 3 clusters
  Score: Raw -416375.343872 + Penalty 2773.821904 = -413601.521968
  nChanged 30
		SP:Iteration 16Q (135189.190000 sec): 3 clusters
  Score: Raw -416386.867061 + Penalty 2773.821904 = -413613.045158
  nChanged 24
		SP:Iteration 17Q (135189.370000 sec): 3 clusters
  Score: Raw -416398.418103 + Penalty 2773.821904 = -413624.596199
  nChanged 27
		SP:Iteration 18Q (135189.550000 sec): 3 clusters
  Score: Raw -416407.361052 + Penalty 2773.821904 = -413633.539148
  nChanged 14
		SP:Iteration 19Q (135189.720000 sec): 3 clusters
  Score: Raw -416411.000262 + Penalty 2773.821904 = -413637.178358
  nChanged 8
		SP:Iteration 20F (135189.900000 sec): 3 clusters
  Score: Raw -416413.234408 + Penalty 2773.821904 = -413639.412504
  nChanged 8
		SP:Iteration 21Q (135190.110000 sec): 3 clusters
  Score: Raw -416415.117865 + Penalty 2773.821904 = -413641.295961
  nChanged 12
		SP:Iteration 22Q (135190.270000 sec): 3 clusters
  Score: Raw -416417.865972 + Penalty 2773.821904 = -413644.044069
  nChanged 3
		SP:Iteration 23Q (135190.400000 sec): 3 clusters
  Score: Raw -416418.382778 + Penalty 2773.821904 = -413644.560874
  nChanged 1
		SP:Iteration 24Q (135190.560000 sec): 3 clusters
  Score: Raw -416418.609056 + Penalty 2773.821904 = -413644.787152
  nChanged 2
		SP:Iteration 25Q (135190.720000 sec): 3 clusters
  Score: Raw -416418.787652 + Penalty 2773.821904 = -413644.965748
  nChanged 0
		SP:Iteration 26F (135190.890000 sec): 3 clusters
  Score: Raw -416418.787652 + Penalty 2773.821904 = -413644.965748
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (12235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135191.010000 sec): 2 clusters
  Score: Raw -1178776.663074 + Penalty 1529.459096 = -1177247.203978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135191.260000 sec): 3 clusters
  Score: Raw -1171664.822228 + Penalty 3058.918192 = -1168605.904036
  nChanged 5412
		SP:Iteration 1F (135191.510000 sec): 3 clusters
  Score: Raw -1174599.524506 + Penalty 3058.918192 = -1171540.606314
  nChanged 714
		SP:Iteration 2F (135191.760000 sec): 3 clusters
  Score: Raw -1174919.633058 + Penalty 3058.918192 = -1171860.714866
  nChanged 647
		SP:Iteration 3F (135191.980000 sec): 3 clusters
  Score: Raw -1175252.430038 + Penalty 3058.918192 = -1172193.511846
  nChanged 678
		SP:Iteration 4F (135192.210000 sec): 3 clusters
  Score: Raw -1175622.069826 + Penalty 3058.918192 = -1172563.151634
  nChanged 691
		SP:Iteration 5F (135192.450000 sec): 3 clusters
  Score: Raw -1176010.738966 + Penalty 3058.918192 = -1172951.820773
  nChanged 637
		SP:Iteration 6F (135192.700000 sec): 3 clusters
  Score: Raw -1176385.586599 + Penalty 3058.918192 = -1173326.668407
  nChanged 590
		SP:Iteration 7Q (135193.000000 sec): 3 clusters
  Score: Raw -1176738.419981 + Penalty 3058.918192 = -1173679.501788
  nChanged 565
		SP:Iteration 8Q (135193.210000 sec): 3 clusters
  Score: Raw -1177079.009715 + Penalty 3058.918192 = -1174020.091523
  nChanged 512
		SP:Iteration 9Q (135193.470000 sec): 3 clusters
  Score: Raw -1177407.519341 + Penalty 3058.918192 = -1174348.601149
  nChanged 496
		SP:Iteration 10Q (135193.760000 sec): 3 clusters
  Score: Raw -1177720.528966 + Penalty 3058.918192 = -1174661.610773
  nChanged 457
		SP:Iteration 11Q (135193.930000 sec): 3 clusters
  Score: Raw -1178021.361772 + Penalty 3058.918192 = -1174962.443580
  nChanged 450
		SP:Iteration 12Q (135194.150000 sec): 3 clusters
  Score: Raw -1178304.497677 + Penalty 3058.918192 = -1175245.579485
  nChanged 408
		SP:Iteration 13Q (135194.360000 sec): 3 clusters
  Score: Raw -1178537.997953 + Penalty 3058.918192 = -1175479.079760
  nChanged 390
		SP:Iteration 14Q (135194.510000 sec): 3 clusters
  Score: Raw -1178747.155853 + Penalty 3058.918192 = -1175688.237661
  nChanged 352
		SP:Iteration 15Q (135194.780000 sec): 3 clusters
  Score: Raw -1178930.363778 + Penalty 3058.918192 = -1175871.445586
  nChanged 326
		SP:Iteration 16Q (135194.990000 sec): 3 clusters
  Score: Raw -1179095.402444 + Penalty 3058.918192 = -1176036.484252
  nChanged 288
		SP:Iteration 17Q (135195.140000 sec): 3 clusters
  Score: Raw -1179225.582115 + Penalty 3058.918192 = -1176166.663923
  nChanged 232
		SP:Iteration 18Q (135195.370000 sec): 3 clusters
  Score: Raw -1179322.357197 + Penalty 3058.918192 = -1176263.439005
  nChanged 172
		SP:Iteration 19Q (135195.590000 sec): 3 clusters
  Score: Raw -1179393.909991 + Penalty 3058.918192 = -1176334.991799
  nChanged 168
		SP:Iteration 20F (135195.840000 sec): 3 clusters
  Score: Raw -1179462.025699 + Penalty 3058.918192 = -1176403.107507
  nChanged 128
		SP:Iteration 21Q (135196.050000 sec): 3 clusters
  Score: Raw -1179505.805215 + Penalty 3058.918192 = -1176446.887023
  nChanged 102
		SP:Iteration 22Q (135196.200000 sec): 3 clusters
  Score: Raw -1179534.605205 + Penalty 3058.918192 = -1176475.687013
  nChanged 79
		SP:Iteration 23Q (135196.430000 sec): 3 clusters
  Score: Raw -1179556.264693 + Penalty 3058.918192 = -1176497.346501
  nChanged 63
		SP:Iteration 24Q (135196.640000 sec): 3 clusters
  Score: Raw -1179573.929909 + Penalty 3058.918192 = -1176515.011717
  nChanged 46
		SP:Iteration 25Q (135196.850000 sec): 3 clusters
  Score: Raw -1179586.068885 + Penalty 3058.918192 = -1176527.150693
  nChanged 40
		SP:Iteration 26Q (135197.060000 sec): 3 clusters
  Score: Raw -1179597.980757 + Penalty 3058.918192 = -1176539.062565
  nChanged 41
		SP:Iteration 27Q (135197.270000 sec): 3 clusters
  Score: Raw -1179609.150093 + Penalty 3058.918192 = -1176550.231901
  nChanged 36
		SP:Iteration 28Q (135197.470000 sec): 3 clusters
  Score: Raw -1179619.197705 + Penalty 3058.918192 = -1176560.279513
  nChanged 40
		SP:Iteration 29Q (135197.690000 sec): 3 clusters
  Score: Raw -1179628.609595 + Penalty 3058.918192 = -1176569.691403
  nChanged 35
		SP:Iteration 30Q (135197.890000 sec): 3 clusters
  Score: Raw -1179637.429657 + Penalty 3058.918192 = -1176578.511465
  nChanged 27
		SP:Iteration 31Q (135198.110000 sec): 3 clusters
  Score: Raw -1179644.164159 + Penalty 3058.918192 = -1176585.245966
  nChanged 28
		SP:Iteration 32Q (135198.310000 sec): 3 clusters
  Score: Raw -1179649.735118 + Penalty 3058.918192 = -1176590.816926
  nChanged 15
		SP:Iteration 33Q (135198.520000 sec): 3 clusters
  Score: Raw -1179652.763613 + Penalty 3058.918192 = -1176593.845420
  nChanged 8
		SP:Iteration 34Q (135198.730000 sec): 3 clusters
  Score: Raw -1179654.361059 + Penalty 3058.918192 = -1176595.442867
  nChanged 10
		SP:Iteration 35Q (135198.940000 sec): 3 clusters
  Score: Raw -1179656.566328 + Penalty 3058.918192 = -1176597.648136
  nChanged 12
		SP:Iteration 36Q (135199.150000 sec): 3 clusters
  Score: Raw -1179659.547162 + Penalty 3058.918192 = -1176600.628970
  nChanged 9
		SP:Iteration 37Q (135199.360000 sec): 3 clusters
  Score: Raw -1179661.349242 + Penalty 3058.918192 = -1176602.431050
  nChanged 14
		SP:Iteration 38Q (135199.570000 sec): 3 clusters
  Score: Raw -1179664.798608 + Penalty 3058.918192 = -1176605.880415
  nChanged 14
		SP:Iteration 39Q (135199.780000 sec): 3 clusters
  Score: Raw -1179667.712932 + Penalty 3058.918192 = -1176608.794739
  nChanged 17
		SP:Iteration 40F (135200.030000 sec): 3 clusters
  Score: Raw -1179671.159905 + Penalty 3058.918192 = -1176612.241713
  nChanged 11
		SP:Iteration 41Q (135200.240000 sec): 3 clusters
  Score: Raw -1179673.754131 + Penalty 3058.918192 = -1176614.835939
  nChanged 15
		SP:Iteration 42Q (135200.390000 sec): 3 clusters
  Score: Raw -1179677.412010 + Penalty 3058.918192 = -1176618.493817
  nChanged 13
		SP:Iteration 43Q (135200.630000 sec): 3 clusters
  Score: Raw -1179680.217252 + Penalty 3058.918192 = -1176621.299059
  nChanged 7
		SP:Iteration 44Q (135200.910000 sec): 3 clusters
  Score: Raw -1179681.443922 + Penalty 3058.918192 = -1176622.525730
  nChanged 2
		SP:Iteration 45Q (135201.130000 sec): 3 clusters
  Score: Raw -1179681.809668 + Penalty 3058.918192 = -1176622.891476
  nChanged 3
		SP:Iteration 46Q (135201.330000 sec): 3 clusters
  Score: Raw -1179682.455931 + Penalty 3058.918192 = -1176623.537739
  nChanged 5
		SP:Iteration 47Q (135201.630000 sec): 3 clusters
  Score: Raw -1179683.373023 + Penalty 3058.918192 = -1176624.454830
  nChanged 8
		SP:Iteration 48Q (135201.810000 sec): 3 clusters
  Score: Raw -1179684.761911 + Penalty 3058.918192 = -1176625.843718
  nChanged 5
		SP:Iteration 49Q (135202.010000 sec): 3 clusters
  Score: Raw -1179685.669597 + Penalty 3058.918192 = -1176626.751405
  nChanged 7
		SP:Iteration 50Q (135202.250000 sec): 3 clusters
  Score: Raw -1179687.212772 + Penalty 3058.918192 = -1176628.294580
  nChanged 5
		SP:Iteration 51Q (135202.390000 sec): 3 clusters
  Score: Raw -1179688.202605 + Penalty 3058.918192 = -1176629.284412
  nChanged 4
		SP:Iteration 52Q (135202.630000 sec): 3 clusters
  Score: Raw -1179688.742676 + Penalty 3058.918192 = -1176629.824483
  nChanged 0
		SP:Iteration 53F (135202.850000 sec): 3 clusters
  Score: Raw -1179688.742676 + Penalty 3058.918192 = -1176629.824483
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (8703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135202.950000 sec): 2 clusters
  Score: Raw -728808.766976 + Penalty 1474.106249 = -727334.660727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135203.180000 sec): 3 clusters
  Score: Raw -724022.382271 + Penalty 2948.212499 = -721074.169773
  nChanged 3681
		SP:Iteration 1F (135203.370000 sec): 3 clusters
  Score: Raw -726207.863132 + Penalty 2948.212499 = -723259.650633
  nChanged 686
		SP:Iteration 2F (135203.570000 sec): 3 clusters
  Score: Raw -726729.205989 + Penalty 2948.212499 = -723780.993490
  nChanged 636
		SP:Iteration 3F (135203.760000 sec): 3 clusters
  Score: Raw -727246.921412 + Penalty 2948.212499 = -724298.708914
  nChanged 617
		SP:Iteration 4F (135203.900000 sec): 3 clusters
  Score: Raw -727687.935217 + Penalty 2948.212499 = -724739.722718
  nChanged 529
		SP:Iteration 5F (135204.030000 sec): 3 clusters
  Score: Raw -728066.919587 + Penalty 2948.212499 = -725118.707089
  nChanged 434
		SP:Iteration 6Q (135204.260000 sec): 3 clusters
  Score: Raw -728396.072529 + Penalty 2948.212499 = -725447.860031
  nChanged 394
		SP:Iteration 7Q (135204.460000 sec): 3 clusters
  Score: Raw -728728.702105 + Penalty 2948.212499 = -725780.489606
  nChanged 384
		SP:Iteration 8Q (135204.650000 sec): 3 clusters
  Score: Raw -729039.038744 + Penalty 2948.212499 = -726090.826245
  nChanged 317
		SP:Iteration 9Q (135204.850000 sec): 3 clusters
  Score: Raw -729265.825651 + Penalty 2948.212499 = -726317.613152
  nChanged 252
		SP:Iteration 10Q (135204.980000 sec): 3 clusters
  Score: Raw -729436.787346 + Penalty 2948.212499 = -726488.574847
  nChanged 210
		SP:Iteration 11Q (135205.110000 sec): 3 clusters
  Score: Raw -729562.703790 + Penalty 2948.212499 = -726614.491291
  nChanged 167
		SP:Iteration 12Q (135205.320000 sec): 3 clusters
  Score: Raw -729648.391760 + Penalty 2948.212499 = -726700.179261
  nChanged 136
		SP:Iteration 13Q (135205.560000 sec): 3 clusters
  Score: Raw -729711.421612 + Penalty 2948.212499 = -726763.209113
  nChanged 120
		SP:Iteration 14Q (135205.740000 sec): 3 clusters
  Score: Raw -729758.510446 + Penalty 2948.212499 = -726810.297947
  nChanged 108
		SP:Iteration 15Q (135205.940000 sec): 3 clusters
  Score: Raw -729798.208071 + Penalty 2948.212499 = -726849.995573
  nChanged 80
		SP:Iteration 16Q (135206.140000 sec): 3 clusters
  Score: Raw -729827.043782 + Penalty 2948.212499 = -726878.831284
  nChanged 92
		SP:Iteration 17Q (135206.320000 sec): 3 clusters
  Score: Raw -729857.899996 + Penalty 2948.212499 = -726909.687498
  nChanged 74
		SP:Iteration 18Q (135206.520000 sec): 3 clusters
  Score: Raw -729878.509841 + Penalty 2948.212499 = -726930.297342
  nChanged 72
		SP:Iteration 19Q (135206.720000 sec): 3 clusters
  Score: Raw -729901.068996 + Penalty 2948.212499 = -726952.856497
  nChanged 64
		SP:Iteration 20F (135206.920000 sec): 3 clusters
  Score: Raw -729921.969512 + Penalty 2948.212499 = -726973.757013
  nChanged 59
		SP:Iteration 21Q (135207.110000 sec): 3 clusters
  Score: Raw -729942.455849 + Penalty 2948.212499 = -726994.243351
  nChanged 62
		SP:Iteration 22Q (135207.300000 sec): 3 clusters
  Score: Raw -729963.713052 + Penalty 2948.212499 = -727015.500553
  nChanged 61
		SP:Iteration 23Q (135207.490000 sec): 3 clusters
  Score: Raw -729985.166306 + Penalty 2948.212499 = -727036.953807
  nChanged 57
		SP:Iteration 24Q (135207.680000 sec): 3 clusters
  Score: Raw -730002.230410 + Penalty 2948.212499 = -727054.017912
  nChanged 51
		SP:Iteration 25Q (135207.870000 sec): 3 clusters
  Score: Raw -730016.988553 + Penalty 2948.212499 = -727068.776054
  nChanged 42
		SP:Iteration 26Q (135208.000000 sec): 3 clusters
  Score: Raw -730030.682568 + Penalty 2948.212499 = -727082.470070
  nChanged 39
		SP:Iteration 27Q (135208.230000 sec): 3 clusters
  Score: Raw -730041.570139 + Penalty 2948.212499 = -727093.357640
  nChanged 28
		SP:Iteration 28Q (135208.420000 sec): 3 clusters
  Score: Raw -730049.270475 + Penalty 2948.212499 = -727101.057977
  nChanged 36
		SP:Iteration 29Q (135208.620000 sec): 3 clusters
  Score: Raw -730058.394901 + Penalty 2948.212499 = -727110.182402
  nChanged 37
		SP:Iteration 30Q (135208.810000 sec): 3 clusters
  Score: Raw -730072.154256 + Penalty 2948.212499 = -727123.941757
  nChanged 33
		SP:Iteration 31Q (135209.100000 sec): 3 clusters
  Score: Raw -730082.559690 + Penalty 2948.212499 = -727134.347191
  nChanged 28
		SP:Iteration 32Q (135209.330000 sec): 3 clusters
  Score: Raw -730088.831753 + Penalty 2948.212499 = -727140.619255
  nChanged 18
		SP:Iteration 33Q (135209.520000 sec): 3 clusters
  Score: Raw -730092.540572 + Penalty 2948.212499 = -727144.328074
  nChanged 29
		SP:Iteration 34Q (135209.720000 sec): 3 clusters
  Score: Raw -730098.126309 + Penalty 2948.212499 = -727149.913810
  nChanged 23
		SP:Iteration 35Q (135209.910000 sec): 3 clusters
  Score: Raw -730102.459892 + Penalty 2948.212499 = -727154.247394
  nChanged 19
		SP:Iteration 36Q (135210.100000 sec): 3 clusters
  Score: Raw -730106.325567 + Penalty 2948.212499 = -727158.113068
  nChanged 17
		SP:Iteration 37Q (135210.300000 sec): 3 clusters
  Score: Raw -730111.782783 + Penalty 2948.212499 = -727163.570284
  nChanged 33
		SP:Iteration 38Q (135210.490000 sec): 3 clusters
  Score: Raw -730121.301186 + Penalty 2948.212499 = -727173.088688
  nChanged 30
		SP:Iteration 39Q (135210.690000 sec): 3 clusters
  Score: Raw -730131.176249 + Penalty 2948.212499 = -727182.963750
  nChanged 46
		SP:Iteration 40F (135210.890000 sec): 3 clusters
  Score: Raw -730146.811551 + Penalty 2948.212499 = -727198.599052
  nChanged 43
		SP:Iteration 41Q (135211.080000 sec): 3 clusters
  Score: Raw -730161.400676 + Penalty 2948.212499 = -727213.188178
  nChanged 43
		SP:Iteration 42Q (135211.360000 sec): 3 clusters
  Score: Raw -730173.088524 + Penalty 2948.212499 = -727224.876026
  nChanged 27
		SP:Iteration 43Q (135211.510000 sec): 3 clusters
  Score: Raw -730178.984912 + Penalty 2948.212499 = -727230.772413
  nChanged 18
		SP:Iteration 44Q (135211.700000 sec): 3 clusters
  Score: Raw -730183.120744 + Penalty 2948.212499 = -727234.908245
  nChanged 17
		SP:Iteration 45Q (135211.890000 sec): 3 clusters
  Score: Raw -730186.375765 + Penalty 2948.212499 = -727238.163266
  nChanged 12
		SP:Iteration 46Q (135212.090000 sec): 3 clusters
  Score: Raw -730188.951557 + Penalty 2948.212499 = -727240.739059
  nChanged 13
		SP:Iteration 47Q (135212.280000 sec): 3 clusters
  Score: Raw -730191.389495 + Penalty 2948.212499 = -727243.176996
  nChanged 12
		SP:Iteration 48Q (135212.480000 sec): 3 clusters
  Score: Raw -730193.851474 + Penalty 2948.212499 = -727245.638976
  nChanged 15
		SP:Iteration 49Q (135212.720000 sec): 3 clusters
  Score: Raw -730196.149350 + Penalty 2948.212499 = -727247.936851
  nChanged 9
		SP:Iteration 50Q (135212.910000 sec): 3 clusters
  Score: Raw -730198.126043 + Penalty 2948.212499 = -727249.913544
  nChanged 10
		SP:Iteration 51Q (135213.100000 sec): 3 clusters
  Score: Raw -730200.020543 + Penalty 2948.212499 = -727251.808045
  nChanged 10
		SP:Iteration 52Q (135213.340000 sec): 3 clusters
  Score: Raw -730201.650808 + Penalty 2948.212499 = -727253.438310
  nChanged 7
		SP:Iteration 53Q (135213.530000 sec): 3 clusters
  Score: Raw -730202.950505 + Penalty 2948.212499 = -727254.738007
  nChanged 5
		SP:Iteration 54Q (135213.730000 sec): 3 clusters
  Score: Raw -730203.909623 + Penalty 2948.212499 = -727255.697125
  nChanged 4
		SP:Iteration 55Q (135213.930000 sec): 3 clusters
  Score: Raw -730204.597472 + Penalty 2948.212499 = -727256.384974
  nChanged 3
		SP:Iteration 56Q (135214.120000 sec): 3 clusters
  Score: Raw -730204.985807 + Penalty 2948.212499 = -727256.773309
  nChanged 2
		SP:Iteration 57Q (135214.310000 sec): 3 clusters
  Score: Raw -730205.253212 + Penalty 2948.212499 = -727257.040713
  nChanged 7
		SP:Iteration 58Q (135214.510000 sec): 3 clusters
  Score: Raw -730206.519808 + Penalty 2948.212499 = -727258.307310
  nChanged 6
		SP:Iteration 59Q (135214.700000 sec): 3 clusters
  Score: Raw -730207.264278 + Penalty 2948.212499 = -727259.051779
  nChanged 4
		SP:Iteration 60F (135214.900000 sec): 3 clusters
  Score: Raw -730207.924027 + Penalty 2948.212499 = -727259.711529
  nChanged 4
		SP:Iteration 61Q (135215.130000 sec): 3 clusters
  Score: Raw -730208.279708 + Penalty 2948.212499 = -727260.067209
  nChanged 2
		SP:Iteration 62Q (135215.330000 sec): 3 clusters
  Score: Raw -730208.500463 + Penalty 2948.212499 = -727260.287965
  nChanged 0
		SP:Iteration 63F (135215.520000 sec): 3 clusters
  Score: Raw -730208.500463 + Penalty 2948.212499 = -727260.287965
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (2551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135215.630000 sec): 2 clusters
  Score: Raw -206451.932623 + Penalty 1274.689117 = -205177.243506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135215.800000 sec): 3 clusters
  Score: Raw -205261.930271 + Penalty 2549.378233 = -202712.552038
  nChanged 951
		SP:Iteration 1F (135215.980000 sec): 3 clusters
  Score: Raw -205947.788988 + Penalty 2549.378233 = -203398.410755
  nChanged 247
		SP:Iteration 2F (135216.150000 sec): 3 clusters
  Score: Raw -206158.860182 + Penalty 2549.378233 = -203609.481949
  nChanged 173
		SP:Iteration 3F (135216.330000 sec): 3 clusters
  Score: Raw -206298.425488 + Penalty 2549.378233 = -203749.047255
  nChanged 135
		SP:Iteration 4F (135216.510000 sec): 3 clusters
  Score: Raw -206402.028018 + Penalty 2549.378233 = -203852.649785
  nChanged 113
		SP:Iteration 5Q (135216.680000 sec): 3 clusters
  Score: Raw -206495.929796 + Penalty 2549.378233 = -203946.551563
  nChanged 92
		SP:Iteration 6Q (135216.860000 sec): 3 clusters
  Score: Raw -206569.230841 + Penalty 2549.378233 = -204019.852608
  nChanged 99
		SP:Iteration 7Q (135217.030000 sec): 3 clusters
  Score: Raw -206661.107521 + Penalty 2549.378233 = -204111.729288
  nChanged 93
		SP:Iteration 8Q (135217.210000 sec): 3 clusters
  Score: Raw -206752.689641 + Penalty 2549.378233 = -204203.311407
  nChanged 83
		SP:Iteration 9Q (135217.390000 sec): 3 clusters
  Score: Raw -206855.853558 + Penalty 2549.378233 = -204306.475325
  nChanged 94
		SP:Iteration 10Q (135217.560000 sec): 3 clusters
  Score: Raw -206964.853861 + Penalty 2549.378233 = -204415.475628
  nChanged 83
		SP:Iteration 11Q (135217.740000 sec): 3 clusters
  Score: Raw -207046.270001 + Penalty 2549.378233 = -204496.891768
  nChanged 75
		SP:Iteration 12Q (135217.910000 sec): 3 clusters
  Score: Raw -207115.538459 + Penalty 2549.378233 = -204566.160226
  nChanged 56
		SP:Iteration 13Q (135218.090000 sec): 3 clusters
  Score: Raw -207183.124886 + Penalty 2549.378233 = -204633.746652
  nChanged 49
		SP:Iteration 14Q (135218.270000 sec): 3 clusters
  Score: Raw -207244.656213 + Penalty 2549.378233 = -204695.277980
  nChanged 52
		SP:Iteration 15Q (135218.440000 sec): 3 clusters
  Score: Raw -207309.766998 + Penalty 2549.378233 = -204760.388765
  nChanged 40
		SP:Iteration 16Q (135218.610000 sec): 3 clusters
  Score: Raw -207350.131832 + Penalty 2549.378233 = -204800.753598
  nChanged 36
		SP:Iteration 17Q (135218.790000 sec): 3 clusters
  Score: Raw -207384.881124 + Penalty 2549.378233 = -204835.502890
  nChanged 32
		SP:Iteration 18Q (135218.970000 sec): 3 clusters
  Score: Raw -207413.056609 + Penalty 2549.378233 = -204863.678376
  nChanged 20
		SP:Iteration 19Q (135219.140000 sec): 3 clusters
  Score: Raw -207426.169270 + Penalty 2549.378233 = -204876.791037
  nChanged 13
		SP:Iteration 20F (135219.320000 sec): 3 clusters
  Score: Raw -207434.609841 + Penalty 2549.378233 = -204885.231607
  nChanged 6
		SP:Iteration 21Q (135219.490000 sec): 3 clusters
  Score: Raw -207438.085676 + Penalty 2549.378233 = -204888.707442
  nChanged 5
		SP:Iteration 22Q (135219.670000 sec): 3 clusters
  Score: Raw -207441.986707 + Penalty 2549.378233 = -204892.608473
  nChanged 7
		SP:Iteration 23Q (135219.850000 sec): 3 clusters
  Score: Raw -207446.449483 + Penalty 2549.378233 = -204897.071249
  nChanged 3
		SP:Iteration 24Q (135220.020000 sec): 3 clusters
  Score: Raw -207448.311451 + Penalty 2549.378233 = -204898.933217
  nChanged 3
		SP:Iteration 25Q (135220.200000 sec): 3 clusters
  Score: Raw -207450.360294 + Penalty 2549.378233 = -204900.982060
  nChanged 5
		SP:Iteration 26Q (135220.370000 sec): 3 clusters
  Score: Raw -207452.419712 + Penalty 2549.378233 = -204903.041479
  nChanged 5
		SP:Iteration 27Q (135220.550000 sec): 3 clusters
  Score: Raw -207454.751076 + Penalty 2549.378233 = -204905.372842
  nChanged 3
		SP:Iteration 28Q (135220.730000 sec): 3 clusters
  Score: Raw -207456.010507 + Penalty 2549.378233 = -204906.632274
  nChanged 2
		SP:Iteration 29Q (135220.900000 sec): 3 clusters
  Score: Raw -207457.026286 + Penalty 2549.378233 = -204907.648053
  nChanged 0
		SP:Iteration 30F (135221.080000 sec): 3 clusters
  Score: Raw -207457.026286 + Penalty 2549.378233 = -204907.648053
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (3110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135221.150000 sec): 2 clusters
  Score: Raw -268839.237752 + Penalty 1306.886426 = -267532.351326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135221.330000 sec): 3 clusters
  Score: Raw -267409.015176 + Penalty 2613.772852 = -264795.242324
  nChanged 1196
		SP:Iteration 1F (135221.500000 sec): 3 clusters
  Score: Raw -268232.664384 + Penalty 2613.772852 = -265618.891532
  nChanged 270
		SP:Iteration 2F (135221.680000 sec): 3 clusters
  Score: Raw -268468.782835 + Penalty 2613.772852 = -265855.009983
  nChanged 213
		SP:Iteration 3F (135221.850000 sec): 3 clusters
  Score: Raw -268676.774702 + Penalty 2613.772852 = -266063.001851
  nChanged 178
		SP:Iteration 4F (135222.030000 sec): 3 clusters
  Score: Raw -268837.355360 + Penalty 2613.772852 = -266223.582508
  nChanged 137
		SP:Iteration 5Q (135222.210000 sec): 3 clusters
  Score: Raw -268952.748725 + Penalty 2613.772852 = -266338.975874
  nChanged 114
		SP:Iteration 6Q (135222.380000 sec): 3 clusters
  Score: Raw -269034.464680 + Penalty 2613.772852 = -266420.691828
  nChanged 70
		SP:Iteration 7Q (135222.560000 sec): 3 clusters
  Score: Raw -269083.934035 + Penalty 2613.772852 = -266470.161184
  nChanged 65
		SP:Iteration 8Q (135222.730000 sec): 3 clusters
  Score: Raw -269115.689925 + Penalty 2613.772852 = -266501.917074
  nChanged 45
		SP:Iteration 9Q (135222.900000 sec): 3 clusters
  Score: Raw -269139.409900 + Penalty 2613.772852 = -266525.637049
  nChanged 38
		SP:Iteration 10Q (135223.060000 sec): 3 clusters
  Score: Raw -269156.058864 + Penalty 2613.772852 = -266542.286012
  nChanged 22
		SP:Iteration 11Q (135223.220000 sec): 3 clusters
  Score: Raw -269168.025235 + Penalty 2613.772852 = -266554.252383
  nChanged 30
		SP:Iteration 12Q (135223.390000 sec): 3 clusters
  Score: Raw -269191.312658 + Penalty 2613.772852 = -266577.539806
  nChanged 39
		SP:Iteration 13Q (135223.550000 sec): 3 clusters
  Score: Raw -269217.966294 + Penalty 2613.772852 = -266604.193442
  nChanged 42
		SP:Iteration 14Q (135223.710000 sec): 3 clusters
  Score: Raw -269243.673803 + Penalty 2613.772852 = -266629.900952
  nChanged 46
		SP:Iteration 15Q (135223.880000 sec): 3 clusters
  Score: Raw -269275.305191 + Penalty 2613.772852 = -266661.532340
  nChanged 57
		SP:Iteration 16Q (135224.040000 sec): 3 clusters
  Score: Raw -269314.913627 + Penalty 2613.772852 = -266701.140775
  nChanged 64
		SP:Iteration 17Q (135224.200000 sec): 3 clusters
  Score: Raw -269360.046214 + Penalty 2613.772852 = -266746.273362
  nChanged 60
		SP:Iteration 18Q (135224.370000 sec): 3 clusters
  Score: Raw -269406.631387 + Penalty 2613.772852 = -266792.858536
  nChanged 67
		SP:Iteration 19Q (135224.530000 sec): 3 clusters
  Score: Raw -269455.386068 + Penalty 2613.772852 = -266841.613217
  nChanged 60
		SP:Iteration 20F (135224.690000 sec): 3 clusters
  Score: Raw -269500.071312 + Penalty 2613.772852 = -266886.298460
  nChanged 62
		SP:Iteration 21Q (135224.860000 sec): 3 clusters
  Score: Raw -269553.432956 + Penalty 2613.772852 = -266939.660105
  nChanged 64
		SP:Iteration 22Q (135224.980000 sec): 3 clusters
  Score: Raw -269616.591163 + Penalty 2613.772852 = -267002.818311
  nChanged 70
		SP:Iteration 23Q (135225.140000 sec): 3 clusters
  Score: Raw -269681.552327 + Penalty 2613.772852 = -267067.779476
  nChanged 70
		SP:Iteration 24Q (135225.310000 sec): 3 clusters
  Score: Raw -269732.138720 + Penalty 2613.772852 = -267118.365869
  nChanged 49
		SP:Iteration 25Q (135225.510000 sec): 3 clusters
  Score: Raw -269758.633394 + Penalty 2613.772852 = -267144.860542
  nChanged 39
		SP:Iteration 26Q (135225.650000 sec): 3 clusters
  Score: Raw -269777.812667 + Penalty 2613.772852 = -267164.039816
  nChanged 29
		SP:Iteration 27Q (135225.810000 sec): 3 clusters
  Score: Raw -269793.761506 + Penalty 2613.772852 = -267179.988654
  nChanged 30
		SP:Iteration 28Q (135225.970000 sec): 3 clusters
  Score: Raw -269810.686955 + Penalty 2613.772852 = -267196.914104
  nChanged 28
		SP:Iteration 29Q (135226.130000 sec): 3 clusters
  Score: Raw -269825.438746 + Penalty 2613.772852 = -267211.665894
  nChanged 23
		SP:Iteration 30Q (135226.330000 sec): 3 clusters
  Score: Raw -269835.396963 + Penalty 2613.772852 = -267221.624111
  nChanged 14
		SP:Iteration 31Q (135226.500000 sec): 3 clusters
  Score: Raw -269840.810520 + Penalty 2613.772852 = -267227.037669
  nChanged 10
		SP:Iteration 32Q (135226.660000 sec): 3 clusters
  Score: Raw -269845.686694 + Penalty 2613.772852 = -267231.913842
  nChanged 10
		SP:Iteration 33Q (135226.830000 sec): 3 clusters
  Score: Raw -269849.766644 + Penalty 2613.772852 = -267235.993793
  nChanged 8
		SP:Iteration 34Q (135226.990000 sec): 3 clusters
  Score: Raw -269853.823280 + Penalty 2613.772852 = -267240.050428
  nChanged 8
		SP:Iteration 35Q (135227.150000 sec): 3 clusters
  Score: Raw -269856.218333 + Penalty 2613.772852 = -267242.445481
  nChanged 6
		SP:Iteration 36Q (135227.320000 sec): 3 clusters
  Score: Raw -269859.242542 + Penalty 2613.772852 = -267245.469690
  nChanged 5
		SP:Iteration 37Q (135227.480000 sec): 3 clusters
  Score: Raw -269862.337672 + Penalty 2613.772852 = -267248.564821
  nChanged 8
		SP:Iteration 38Q (135227.640000 sec): 3 clusters
  Score: Raw -269865.978594 + Penalty 2613.772852 = -267252.205742
  nChanged 9
		SP:Iteration 39Q (135227.810000 sec): 3 clusters
  Score: Raw -269870.740397 + Penalty 2613.772852 = -267256.967545
  nChanged 15
		SP:Iteration 40F (135227.970000 sec): 3 clusters
  Score: Raw -269876.203877 + Penalty 2613.772852 = -267262.431025
  nChanged 10
		SP:Iteration 41Q (135228.130000 sec): 3 clusters
  Score: Raw -269881.157457 + Penalty 2613.772852 = -267267.384606
  nChanged 16
		SP:Iteration 42Q (135228.290000 sec): 3 clusters
  Score: Raw -269889.230025 + Penalty 2613.772852 = -267275.457173
  nChanged 11
		SP:Iteration 43Q (135228.450000 sec): 3 clusters
  Score: Raw -269894.497345 + Penalty 2613.772852 = -267280.724493
  nChanged 13
		SP:Iteration 44Q (135228.610000 sec): 3 clusters
  Score: Raw -269903.160622 + Penalty 2613.772852 = -267289.387770
  nChanged 18
		SP:Iteration 45Q (135228.770000 sec): 3 clusters
  Score: Raw -269913.365542 + Penalty 2613.772852 = -267299.592690
  nChanged 12
		SP:Iteration 46Q (135228.930000 sec): 3 clusters
  Score: Raw -269919.160866 + Penalty 2613.772852 = -267305.388014
  nChanged 7
		SP:Iteration 47Q (135229.090000 sec): 3 clusters
  Score: Raw -269921.604483 + Penalty 2613.772852 = -267307.831631
  nChanged 6
		SP:Iteration 48Q (135229.250000 sec): 3 clusters
  Score: Raw -269923.095294 + Penalty 2613.772852 = -267309.322442
  nChanged 8
		SP:Iteration 49Q (135229.410000 sec): 3 clusters
  Score: Raw -269926.754483 + Penalty 2613.772852 = -267312.981631
  nChanged 10
		SP:Iteration 50Q (135229.570000 sec): 3 clusters
  Score: Raw -269935.703614 + Penalty 2613.772852 = -267321.930762
  nChanged 15
		SP:Iteration 51Q (135229.730000 sec): 3 clusters
  Score: Raw -269943.591703 + Penalty 2613.772852 = -267329.818852
  nChanged 12
		SP:Iteration 52Q (135229.890000 sec): 3 clusters
  Score: Raw -269948.134273 + Penalty 2613.772852 = -267334.361421
  nChanged 9
		SP:Iteration 53Q (135230.050000 sec): 3 clusters
  Score: Raw -269952.282902 + Penalty 2613.772852 = -267338.510051
  nChanged 11
		SP:Iteration 54Q (135230.210000 sec): 3 clusters
  Score: Raw -269956.786950 + Penalty 2613.772852 = -267343.014099
  nChanged 5
		SP:Iteration 55Q (135230.370000 sec): 3 clusters
  Score: Raw -269958.574199 + Penalty 2613.772852 = -267344.801347
  nChanged 6
		SP:Iteration 56Q (135230.530000 sec): 3 clusters
  Score: Raw -269960.159492 + Penalty 2613.772852 = -267346.386641
  nChanged 2
		SP:Iteration 57Q (135230.690000 sec): 3 clusters
  Score: Raw -269960.673556 + Penalty 2613.772852 = -267346.900704
  nChanged 2
		SP:Iteration 58Q (135230.850000 sec): 3 clusters
  Score: Raw -269961.544231 + Penalty 2613.772852 = -267347.771379
  nChanged 3
		SP:Iteration 59Q (135231.010000 sec): 3 clusters
  Score: Raw -269963.102269 + Penalty 2613.772852 = -267349.329417
  nChanged 1
		SP:Iteration 60F (135231.170000 sec): 3 clusters
  Score: Raw -269963.389565 + Penalty 2613.772852 = -267349.616713
  nChanged 1
		SP:Iteration 61Q (135231.310000 sec): 3 clusters
  Score: Raw -269963.538108 + Penalty 2613.772852 = -267349.765257
  nChanged 0
		SP:Iteration 62F (135231.470000 sec): 3 clusters
  Score: Raw -269963.538108 + Penalty 2613.772852 = -267349.765257
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (9172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135231.570000 sec): 2 clusters
  Score: Raw -702602.827263 + Penalty 1482.635480 = -701120.191783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135231.810000 sec): 3 clusters
  Score: Raw -697540.607672 + Penalty 2965.270959 = -694575.336713
  nChanged 3973
		SP:Iteration 1F (135231.980000 sec): 3 clusters
  Score: Raw -700203.421189 + Penalty 2965.270959 = -697238.150230
  nChanged 830
		SP:Iteration 2F (135232.150000 sec): 3 clusters
  Score: Raw -700854.944517 + Penalty 2965.270959 = -697889.673558
  nChanged 712
		SP:Iteration 3F (135232.330000 sec): 3 clusters
  Score: Raw -701416.986263 + Penalty 2965.270959 = -698451.715304
  nChanged 578
		SP:Iteration 4F (135232.550000 sec): 3 clusters
  Score: Raw -701877.221389 + Penalty 2965.270959 = -698911.950429
  nChanged 518
		SP:Iteration 5F (135232.770000 sec): 3 clusters
  Score: Raw -702235.015329 + Penalty 2965.270959 = -699269.744369
  nChanged 395
		SP:Iteration 6Q (135232.960000 sec): 3 clusters
  Score: Raw -702452.021861 + Penalty 2965.270959 = -699486.750901
  nChanged 281
		SP:Iteration 7Q (135233.150000 sec): 3 clusters
  Score: Raw -702596.470790 + Penalty 2965.270959 = -699631.199831
  nChanged 246
		SP:Iteration 8Q (135233.340000 sec): 3 clusters
  Score: Raw -702711.316297 + Penalty 2965.270959 = -699746.045338
  nChanged 209
		SP:Iteration 9Q (135233.580000 sec): 3 clusters
  Score: Raw -702798.712312 + Penalty 2965.270959 = -699833.441353
  nChanged 137
		SP:Iteration 10Q (135233.770000 sec): 3 clusters
  Score: Raw -702838.960257 + Penalty 2965.270959 = -699873.689298
  nChanged 111
		SP:Iteration 11Q (135233.960000 sec): 3 clusters
  Score: Raw -702872.230517 + Penalty 2965.270959 = -699906.959558
  nChanged 89
		SP:Iteration 12Q (135234.150000 sec): 3 clusters
  Score: Raw -702897.591045 + Penalty 2965.270959 = -699932.320086
  nChanged 82
		SP:Iteration 13Q (135234.390000 sec): 3 clusters
  Score: Raw -702919.290000 + Penalty 2965.270959 = -699954.019040
  nChanged 79
		SP:Iteration 14Q (135234.570000 sec): 3 clusters
  Score: Raw -702935.502677 + Penalty 2965.270959 = -699970.231718
  nChanged 61
		SP:Iteration 15Q (135234.760000 sec): 3 clusters
  Score: Raw -702950.421060 + Penalty 2965.270959 = -699985.150101
  nChanged 68
		SP:Iteration 16Q (135234.960000 sec): 3 clusters
  Score: Raw -702966.758149 + Penalty 2965.270959 = -700001.487190
  nChanged 60
		SP:Iteration 17Q (135235.190000 sec): 3 clusters
  Score: Raw -702978.816704 + Penalty 2965.270959 = -700013.545744
  nChanged 41
		SP:Iteration 18Q (135235.380000 sec): 3 clusters
  Score: Raw -702987.825213 + Penalty 2965.270959 = -700022.554254
  nChanged 35
		SP:Iteration 19Q (135235.570000 sec): 3 clusters
  Score: Raw -702995.785043 + Penalty 2965.270959 = -700030.514084
  nChanged 43
		SP:Iteration 20F (135235.760000 sec): 3 clusters
  Score: Raw -703004.840492 + Penalty 2965.270959 = -700039.569533
  nChanged 49
		SP:Iteration 21Q (135235.950000 sec): 3 clusters
  Score: Raw -703014.929040 + Penalty 2965.270959 = -700049.658081
  nChanged 44
		SP:Iteration 22Q (135236.140000 sec): 3 clusters
  Score: Raw -703022.828744 + Penalty 2965.270959 = -700057.557784
  nChanged 39
		SP:Iteration 23Q (135236.330000 sec): 3 clusters
  Score: Raw -703032.359232 + Penalty 2965.270959 = -700067.088272
  nChanged 47
		SP:Iteration 24Q (135236.570000 sec): 3 clusters
  Score: Raw -703044.128160 + Penalty 2965.270959 = -700078.857201
  nChanged 55
		SP:Iteration 25Q (135236.760000 sec): 3 clusters
  Score: Raw -703055.155842 + Penalty 2965.270959 = -700089.884882
  nChanged 45
		SP:Iteration 26Q (135236.950000 sec): 3 clusters
  Score: Raw -703064.018238 + Penalty 2965.270959 = -700098.747279
  nChanged 35
		SP:Iteration 27Q (135237.160000 sec): 3 clusters
  Score: Raw -703071.162421 + Penalty 2965.270959 = -700105.891462
  nChanged 32
		SP:Iteration 28Q (135237.340000 sec): 3 clusters
  Score: Raw -703079.647832 + Penalty 2965.270959 = -700114.376873
  nChanged 36
		SP:Iteration 29Q (135237.530000 sec): 3 clusters
  Score: Raw -703087.990675 + Penalty 2965.270959 = -700122.719716
  nChanged 30
		SP:Iteration 30Q (135237.710000 sec): 3 clusters
  Score: Raw -703093.575575 + Penalty 2965.270959 = -700128.304616
  nChanged 27
		SP:Iteration 31Q (135237.910000 sec): 3 clusters
  Score: Raw -703098.399015 + Penalty 2965.270959 = -700133.128055
  nChanged 27
		SP:Iteration 32Q (135238.140000 sec): 3 clusters
  Score: Raw -703102.062515 + Penalty 2965.270959 = -700136.791556
  nChanged 20
		SP:Iteration 33Q (135238.350000 sec): 3 clusters
  Score: Raw -703105.045343 + Penalty 2965.270959 = -700139.774383
  nChanged 12
		SP:Iteration 34Q (135238.570000 sec): 3 clusters
  Score: Raw -703107.214304 + Penalty 2965.270959 = -700141.943345
  nChanged 14
		SP:Iteration 35Q (135238.760000 sec): 3 clusters
  Score: Raw -703109.848060 + Penalty 2965.270959 = -700144.577101
  nChanged 16
		SP:Iteration 36Q (135238.950000 sec): 3 clusters
  Score: Raw -703112.630363 + Penalty 2965.270959 = -700147.359404
  nChanged 20
		SP:Iteration 37Q (135239.140000 sec): 3 clusters
  Score: Raw -703116.247153 + Penalty 2965.270959 = -700150.976194
  nChanged 21
		SP:Iteration 38Q (135239.330000 sec): 3 clusters
  Score: Raw -703121.151920 + Penalty 2965.270959 = -700155.880961
  nChanged 23
		SP:Iteration 39Q (135239.510000 sec): 3 clusters
  Score: Raw -703125.742502 + Penalty 2965.270959 = -700160.471543
  nChanged 24
		SP:Iteration 40F (135239.710000 sec): 3 clusters
  Score: Raw -703131.125504 + Penalty 2965.270959 = -700165.854545
  nChanged 32
		SP:Iteration 41Q (135239.910000 sec): 3 clusters
  Score: Raw -703137.654556 + Penalty 2965.270959 = -700172.383596
  nChanged 35
		SP:Iteration 42Q (135240.090000 sec): 3 clusters
  Score: Raw -703144.094429 + Penalty 2965.270959 = -700178.823469
  nChanged 28
		SP:Iteration 43Q (135240.280000 sec): 3 clusters
  Score: Raw -703148.958482 + Penalty 2965.270959 = -700183.687522
  nChanged 27
		SP:Iteration 44Q (135240.520000 sec): 3 clusters
  Score: Raw -703155.877496 + Penalty 2965.270959 = -700190.606537
  nChanged 38
		SP:Iteration 45Q (135240.710000 sec): 3 clusters
  Score: Raw -703164.831741 + Penalty 2965.270959 = -700199.560782
  nChanged 38
		SP:Iteration 46Q (135240.900000 sec): 3 clusters
  Score: Raw -703171.228844 + Penalty 2965.270959 = -700205.957884
  nChanged 26
		SP:Iteration 47Q (135241.090000 sec): 3 clusters
  Score: Raw -703175.948332 + Penalty 2965.270959 = -700210.677372
  nChanged 25
		SP:Iteration 48Q (135241.280000 sec): 3 clusters
  Score: Raw -703180.375866 + Penalty 2965.270959 = -700215.104906
  nChanged 31
		SP:Iteration 49Q (135241.470000 sec): 3 clusters
  Score: Raw -703185.292973 + Penalty 2965.270959 = -700220.022014
  nChanged 20
		SP:Iteration 50Q (135241.670000 sec): 3 clusters
  Score: Raw -703187.890856 + Penalty 2965.270959 = -700222.619897
  nChanged 21
		SP:Iteration 51Q (135241.860000 sec): 3 clusters
  Score: Raw -703191.938243 + Penalty 2965.270959 = -700226.667284
  nChanged 14
		SP:Iteration 52Q (135242.050000 sec): 3 clusters
  Score: Raw -703193.947735 + Penalty 2965.270959 = -700228.676775
  nChanged 10
		SP:Iteration 53Q (135242.240000 sec): 3 clusters
  Score: Raw -703195.239358 + Penalty 2965.270959 = -700229.968398
  nChanged 10
		SP:Iteration 54Q (135242.440000 sec): 3 clusters
  Score: Raw -703196.730119 + Penalty 2965.270959 = -700231.459160
  nChanged 14
		SP:Iteration 55Q (135242.630000 sec): 3 clusters
  Score: Raw -703198.528441 + Penalty 2965.270959 = -700233.257482
  nChanged 9
		SP:Iteration 56Q (135242.820000 sec): 3 clusters
  Score: Raw -703199.503427 + Penalty 2965.270959 = -700234.232468
  nChanged 6
		SP:Iteration 57Q (135243.050000 sec): 3 clusters
  Score: Raw -703200.518366 + Penalty 2965.270959 = -700235.247407
  nChanged 10
		SP:Iteration 58Q (135243.230000 sec): 3 clusters
  Score: Raw -703202.146937 + Penalty 2965.270959 = -700236.875977
  nChanged 6
		SP:Iteration 59Q (135243.420000 sec): 3 clusters
  Score: Raw -703203.225090 + Penalty 2965.270959 = -700237.954130
  nChanged 11
		SP:Iteration 60F (135243.620000 sec): 3 clusters
  Score: Raw -703205.048456 + Penalty 2965.270959 = -700239.777497
  nChanged 9
		SP:Iteration 61Q (135243.810000 sec): 3 clusters
  Score: Raw -703206.342557 + Penalty 2965.270959 = -700241.071598
  nChanged 10
		SP:Iteration 62Q (135244.000000 sec): 3 clusters
  Score: Raw -703208.568156 + Penalty 2965.270959 = -700243.297197
  nChanged 12
		SP:Iteration 63Q (135244.200000 sec): 3 clusters
  Score: Raw -703210.973911 + Penalty 2965.270959 = -700245.702952
  nChanged 11
		SP:Iteration 64Q (135244.430000 sec): 3 clusters
  Score: Raw -703212.544975 + Penalty 2965.270959 = -700247.274015
  nChanged 9
		SP:Iteration 65Q (135244.620000 sec): 3 clusters
  Score: Raw -703213.649550 + Penalty 2965.270959 = -700248.378591
  nChanged 5
		SP:Iteration 66Q (135244.880000 sec): 3 clusters
  Score: Raw -703214.341249 + Penalty 2965.270959 = -700249.070290
  nChanged 4
		SP:Iteration 67Q (135245.060000 sec): 3 clusters
  Score: Raw -703214.835606 + Penalty 2965.270959 = -700249.564647
  nChanged 2
		SP:Iteration 68Q (135245.280000 sec): 3 clusters
  Score: Raw -703215.006175 + Penalty 2965.270959 = -700249.735216
  nChanged 5
		SP:Iteration 69Q (135245.430000 sec): 3 clusters
  Score: Raw -703216.009696 + Penalty 2965.270959 = -700250.738736
  nChanged 8
		SP:Iteration 70Q (135245.610000 sec): 3 clusters
  Score: Raw -703216.951137 + Penalty 2965.270959 = -700251.680177
  nChanged 5
		SP:Iteration 71Q (135245.810000 sec): 3 clusters
  Score: Raw -703217.527015 + Penalty 2965.270959 = -700252.256055
  nChanged 9
		SP:Iteration 72Q (135246.050000 sec): 3 clusters
  Score: Raw -703218.358416 + Penalty 2965.270959 = -700253.087456
  nChanged 5
		SP:Iteration 73Q (135246.230000 sec): 3 clusters
  Score: Raw -703218.965636 + Penalty 2965.270959 = -700253.694677
  nChanged 11
		SP:Iteration 74Q (135246.420000 sec): 3 clusters
  Score: Raw -703220.941527 + Penalty 2965.270959 = -700255.670568
  nChanged 17
		SP:Iteration 75Q (135246.610000 sec): 3 clusters
  Score: Raw -703223.053999 + Penalty 2965.270959 = -700257.783040
  nChanged 11
		SP:Iteration 76Q (135246.850000 sec): 3 clusters
  Score: Raw -703224.542416 + Penalty 2965.270959 = -700259.271456
  nChanged 9
		SP:Iteration 77Q (135247.040000 sec): 3 clusters
  Score: Raw -703226.419479 + Penalty 2965.270959 = -700261.148520
  nChanged 12
		SP:Iteration 78Q (135247.230000 sec): 3 clusters
  Score: Raw -703228.168090 + Penalty 2965.270959 = -700262.897131
  nChanged 3
		SP:Iteration 79Q (135247.420000 sec): 3 clusters
  Score: Raw -703228.553466 + Penalty 2965.270959 = -700263.282506
  nChanged 4
		SP:Iteration 80F (135247.660000 sec): 3 clusters
  Score: Raw -703229.300347 + Penalty 2965.270959 = -700264.029387
  nChanged 7
		SP:Iteration 81Q (135247.850000 sec): 3 clusters
  Score: Raw -703230.374444 + Penalty 2965.270959 = -700265.103485
  nChanged 9
		SP:Iteration 82Q (135248.030000 sec): 3 clusters
  Score: Raw -703231.784194 + Penalty 2965.270959 = -700266.513235
  nChanged 8
		SP:Iteration 83Q (135248.230000 sec): 3 clusters
  Score: Raw -703232.987613 + Penalty 2965.270959 = -700267.716654
  nChanged 6
		SP:Iteration 84Q (135248.470000 sec): 3 clusters
  Score: Raw -703234.062335 + Penalty 2965.270959 = -700268.791376
  nChanged 7
		SP:Iteration 85Q (135248.650000 sec): 3 clusters
  Score: Raw -703234.644717 + Penalty 2965.270959 = -700269.373757
  nChanged 4
		SP:Iteration 86Q (135248.840000 sec): 3 clusters
  Score: Raw -703235.651186 + Penalty 2965.270959 = -700270.380227
  nChanged 6
		SP:Iteration 87Q (135249.030000 sec): 3 clusters
  Score: Raw -703237.044231 + Penalty 2965.270959 = -700271.773271
  nChanged 11
		SP:Iteration 88Q (135249.270000 sec): 3 clusters
  Score: Raw -703239.717269 + Penalty 2965.270959 = -700274.446310
  nChanged 13
		SP:Iteration 89Q (135249.460000 sec): 3 clusters
  Score: Raw -703243.135899 + Penalty 2965.270959 = -700277.864940
  nChanged 14
		SP:Iteration 90Q (135249.650000 sec): 3 clusters
  Score: Raw -703246.168325 + Penalty 2965.270959 = -700280.897366
  nChanged 18
		SP:Iteration 91Q (135249.840000 sec): 3 clusters
  Score: Raw -703249.596711 + Penalty 2965.270959 = -700284.325752
  nChanged 13
		SP:Iteration 92Q (135250.080000 sec): 3 clusters
  Score: Raw -703251.608989 + Penalty 2965.270959 = -700286.338029
  nChanged 12
		SP:Iteration 93Q (135250.270000 sec): 3 clusters
  Score: Raw -703253.308288 + Penalty 2965.270959 = -700288.037329
  nChanged 14
		SP:Iteration 94Q (135250.460000 sec): 3 clusters
  Score: Raw -703255.550255 + Penalty 2965.270959 = -700290.279295
  nChanged 11
		SP:Iteration 95Q (135250.650000 sec): 3 clusters
  Score: Raw -703257.129362 + Penalty 2965.270959 = -700291.858403
  nChanged 12
		SP:Iteration 96Q (135250.890000 sec): 3 clusters
  Score: Raw -703259.079560 + Penalty 2965.270959 = -700293.808601
  nChanged 11
		SP:Iteration 97Q (135251.110000 sec): 3 clusters
  Score: Raw -703260.662582 + Penalty 2965.270959 = -700295.391623
  nChanged 9
		SP:Iteration 98Q (135251.310000 sec): 3 clusters
  Score: Raw -703261.711317 + Penalty 2965.270959 = -700296.440357
  nChanged 3
		SP:Iteration 99Q (135251.500000 sec): 3 clusters
  Score: Raw -703262.047934 + Penalty 2965.270959 = -700296.776975
  nChanged 1
		SP:Iteration 100F (135251.720000 sec): 3 clusters
  Score: Raw -703262.171629 + Penalty 2965.270959 = -700296.900670
  nChanged 2
		SP:Iteration 101Q (135251.900000 sec): 3 clusters
  Score: Raw -703262.484680 + Penalty 2965.270959 = -700297.213721
  nChanged 5
		SP:Iteration 102Q (135252.170000 sec): 3 clusters
  Score: Raw -703262.975978 + Penalty 2965.270959 = -700297.705019
  nChanged 3
		SP:Iteration 103Q (135252.350000 sec): 3 clusters
  Score: Raw -703263.413351 + Penalty 2965.270959 = -700298.142392
  nChanged 1
		SP:Iteration 104Q (135252.580000 sec): 3 clusters
  Score: Raw -703263.466856 + Penalty 2965.270959 = -700298.195896
  nChanged 0
		SP:Iteration 105F (135252.790000 sec): 3 clusters
  Score: Raw -703263.466856 + Penalty 2965.270959 = -700298.195896
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (6401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135252.880000 sec): 2 clusters
  Score: Raw -538887.201808 + Penalty 1424.184045 = -537463.017763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135253.080000 sec): 3 clusters
  Score: Raw -535479.015167 + Penalty 2848.368090 = -532630.647077
  nChanged 2660
		SP:Iteration 1F (135253.240000 sec): 3 clusters
  Score: Raw -537134.527040 + Penalty 2848.368090 = -534286.158951
  nChanged 473
		SP:Iteration 2F (135253.400000 sec): 3 clusters
  Score: Raw -537466.960884 + Penalty 2848.368090 = -534618.592794
  nChanged 421
		SP:Iteration 3F (135253.570000 sec): 3 clusters
  Score: Raw -537849.124639 + Penalty 2848.368090 = -535000.756549
  nChanged 417
		SP:Iteration 4F (135253.730000 sec): 3 clusters
  Score: Raw -538177.817432 + Penalty 2848.368090 = -535329.449342
  nChanged 351
		SP:Iteration 5F (135253.900000 sec): 3 clusters
  Score: Raw -538404.052168 + Penalty 2848.368090 = -535555.684078
  nChanged 274
		SP:Iteration 6Q (135254.060000 sec): 3 clusters
  Score: Raw -538561.303040 + Penalty 2848.368090 = -535712.934950
  nChanged 210
		SP:Iteration 7Q (135254.230000 sec): 3 clusters
  Score: Raw -538692.105406 + Penalty 2848.368090 = -535843.737316
  nChanged 189
		SP:Iteration 8Q (135254.470000 sec): 3 clusters
  Score: Raw -538792.093531 + Penalty 2848.368090 = -535943.725441
  nChanged 163
		SP:Iteration 9Q (135254.560000 sec): 3 clusters
  Score: Raw -538895.705281 + Penalty 2848.368090 = -536047.337191
  nChanged 160
		SP:Iteration 10Q (135254.660000 sec): 3 clusters
  Score: Raw -538983.191480 + Penalty 2848.368090 = -536134.823391
  nChanged 120
		SP:Iteration 11Q (135254.780000 sec): 3 clusters
  Score: Raw -539046.667768 + Penalty 2848.368090 = -536198.299678
  nChanged 117
		SP:Iteration 12Q (135254.880000 sec): 3 clusters
  Score: Raw -539089.970527 + Penalty 2848.368090 = -536241.602437
  nChanged 84
		SP:Iteration 13Q (135254.980000 sec): 3 clusters
  Score: Raw -539123.925570 + Penalty 2848.368090 = -536275.557480
  nChanged 81
		SP:Iteration 14Q (135255.080000 sec): 3 clusters
  Score: Raw -539160.770013 + Penalty 2848.368090 = -536312.401924
  nChanged 73
		SP:Iteration 15Q (135255.270000 sec): 3 clusters
  Score: Raw -539188.534813 + Penalty 2848.368090 = -536340.166723
  nChanged 57
		SP:Iteration 16Q (135255.480000 sec): 3 clusters
  Score: Raw -539206.951778 + Penalty 2848.368090 = -536358.583688
  nChanged 45
		SP:Iteration 17Q (135255.650000 sec): 3 clusters
  Score: Raw -539223.998605 + Penalty 2848.368090 = -536375.630515
  nChanged 52
		SP:Iteration 18Q (135255.830000 sec): 3 clusters
  Score: Raw -539245.065048 + Penalty 2848.368090 = -536396.696958
  nChanged 49
		SP:Iteration 19Q (135256.050000 sec): 3 clusters
  Score: Raw -539262.041155 + Penalty 2848.368090 = -536413.673066
  nChanged 48
		SP:Iteration 20F (135256.210000 sec): 3 clusters
  Score: Raw -539282.636519 + Penalty 2848.368090 = -536434.268429
  nChanged 55
		SP:Iteration 21Q (135256.380000 sec): 3 clusters
  Score: Raw -539302.959284 + Penalty 2848.368090 = -536454.591194
  nChanged 48
		SP:Iteration 22Q (135256.550000 sec): 3 clusters
  Score: Raw -539318.131412 + Penalty 2848.368090 = -536469.763322
  nChanged 53
		SP:Iteration 23Q (135256.710000 sec): 3 clusters
  Score: Raw -539332.263780 + Penalty 2848.368090 = -536483.895690
  nChanged 42
		SP:Iteration 24Q (135256.880000 sec): 3 clusters
  Score: Raw -539342.414812 + Penalty 2848.368090 = -536494.046722
  nChanged 35
		SP:Iteration 25Q (135257.040000 sec): 3 clusters
  Score: Raw -539351.297797 + Penalty 2848.368090 = -536502.929707
  nChanged 30
		SP:Iteration 26Q (135257.210000 sec): 3 clusters
  Score: Raw -539362.163010 + Penalty 2848.368090 = -536513.794920
  nChanged 28
		SP:Iteration 27Q (135257.370000 sec): 3 clusters
  Score: Raw -539370.107824 + Penalty 2848.368090 = -536521.739734
  nChanged 24
		SP:Iteration 28Q (135257.540000 sec): 3 clusters
  Score: Raw -539375.734493 + Penalty 2848.368090 = -536527.366403
  nChanged 20
		SP:Iteration 29Q (135257.740000 sec): 3 clusters
  Score: Raw -539381.694948 + Penalty 2848.368090 = -536533.326859
  nChanged 21
		SP:Iteration 30Q (135257.950000 sec): 3 clusters
  Score: Raw -539386.690658 + Penalty 2848.368090 = -536538.322569
  nChanged 18
		SP:Iteration 31Q (135258.160000 sec): 3 clusters
  Score: Raw -539390.707795 + Penalty 2848.368090 = -536542.339705
  nChanged 19
		SP:Iteration 32Q (135258.370000 sec): 3 clusters
  Score: Raw -539394.334228 + Penalty 2848.368090 = -536545.966138
  nChanged 16
		SP:Iteration 33Q (135258.580000 sec): 3 clusters
  Score: Raw -539398.233098 + Penalty 2848.368090 = -536549.865008
  nChanged 14
		SP:Iteration 34Q (135258.780000 sec): 3 clusters
  Score: Raw -539401.781600 + Penalty 2848.368090 = -536553.413510
  nChanged 12
		SP:Iteration 35Q (135258.990000 sec): 3 clusters
  Score: Raw -539404.353579 + Penalty 2848.368090 = -536555.985490
  nChanged 8
		SP:Iteration 36Q (135259.200000 sec): 3 clusters
  Score: Raw -539406.588581 + Penalty 2848.368090 = -536558.220491
  nChanged 10
		SP:Iteration 37Q (135259.410000 sec): 3 clusters
  Score: Raw -539408.465914 + Penalty 2848.368090 = -536560.097824
  nChanged 10
		SP:Iteration 38Q (135259.570000 sec): 3 clusters
  Score: Raw -539410.310298 + Penalty 2848.368090 = -536561.942208
  nChanged 7
		SP:Iteration 39Q (135259.740000 sec): 3 clusters
  Score: Raw -539411.481421 + Penalty 2848.368090 = -536563.113331
  nChanged 5
		SP:Iteration 40F (135259.900000 sec): 3 clusters
  Score: Raw -539412.658103 + Penalty 2848.368090 = -536564.290013
  nChanged 7
		SP:Iteration 41Q (135260.070000 sec): 3 clusters
  Score: Raw -539413.900776 + Penalty 2848.368090 = -536565.532687
  nChanged 2
		SP:Iteration 42Q (135260.230000 sec): 3 clusters
  Score: Raw -539414.264576 + Penalty 2848.368090 = -536565.896486
  nChanged 1
		SP:Iteration 43Q (135260.400000 sec): 3 clusters
  Score: Raw -539414.407241 + Penalty 2848.368090 = -536566.039151
  nChanged 3
		SP:Iteration 44Q (135260.560000 sec): 3 clusters
  Score: Raw -539414.699650 + Penalty 2848.368090 = -536566.331560
  nChanged 3
		SP:Iteration 45Q (135260.730000 sec): 3 clusters
  Score: Raw -539415.247268 + Penalty 2848.368090 = -536566.879178
  nChanged 3
		SP:Iteration 46Q (135260.890000 sec): 3 clusters
  Score: Raw -539415.898267 + Penalty 2848.368090 = -536567.530177
  nChanged 6
		SP:Iteration 47Q (135261.060000 sec): 3 clusters
  Score: Raw -539417.068520 + Penalty 2848.368090 = -536568.700430
  nChanged 2
		SP:Iteration 48Q (135261.220000 sec): 3 clusters
  Score: Raw -539417.483560 + Penalty 2848.368090 = -536569.115470
  nChanged 4
		SP:Iteration 49Q (135261.390000 sec): 3 clusters
  Score: Raw -539418.265219 + Penalty 2848.368090 = -536569.897129
  nChanged 2
		SP:Iteration 50Q (135261.550000 sec): 3 clusters
  Score: Raw -539418.479038 + Penalty 2848.368090 = -536570.110949
  nChanged 2
		SP:Iteration 51Q (135261.720000 sec): 3 clusters
  Score: Raw -539418.818571 + Penalty 2848.368090 = -536570.450481
  nChanged 6
		SP:Iteration 52Q (135261.880000 sec): 3 clusters
  Score: Raw -539419.951076 + Penalty 2848.368090 = -536571.582986
  nChanged 3
		SP:Iteration 53Q (135262.050000 sec): 3 clusters
  Score: Raw -539420.266740 + Penalty 2848.368090 = -536571.898651
  nChanged 0
		SP:Iteration 54F (135262.210000 sec): 3 clusters
  Score: Raw -539420.266740 + Penalty 2848.368090 = -536571.898651
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (7670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135262.310000 sec): 2 clusters
  Score: Raw -634474.308816 + Penalty 1453.574183 = -633020.734633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135262.520000 sec): 3 clusters
  Score: Raw -630322.740754 + Penalty 2907.148366 = -627415.592389
  nChanged 3214
		SP:Iteration 1F (135262.720000 sec): 3 clusters
  Score: Raw -632204.728116 + Penalty 2907.148366 = -629297.579750
  nChanged 679
		SP:Iteration 2F (135262.920000 sec): 3 clusters
  Score: Raw -632797.141783 + Penalty 2907.148366 = -629889.993418
  nChanged 630
		SP:Iteration 3F (135263.120000 sec): 3 clusters
  Score: Raw -633406.589449 + Penalty 2907.148366 = -630499.441083
  nChanged 632
		SP:Iteration 4F (135263.320000 sec): 3 clusters
  Score: Raw -633986.025729 + Penalty 2907.148366 = -631078.877363
  nChanged 508
		SP:Iteration 5F (135263.510000 sec): 3 clusters
  Score: Raw -634412.586900 + Penalty 2907.148366 = -631505.438534
  nChanged 437
		SP:Iteration 6F (135263.710000 sec): 3 clusters
  Score: Raw -634778.022865 + Penalty 2907.148366 = -631870.874500
  nChanged 395
		SP:Iteration 7F (135263.910000 sec): 3 clusters
  Score: Raw -635096.984203 + Penalty 2907.148366 = -632189.835837
  nChanged 300
		SP:Iteration 8Q (135264.110000 sec): 3 clusters
  Score: Raw -635316.689193 + Penalty 2907.148366 = -632409.540827
  nChanged 243
		SP:Iteration 9Q (135264.310000 sec): 3 clusters
  Score: Raw -635441.764015 + Penalty 2907.148366 = -632534.615650
  nChanged 164
		SP:Iteration 10Q (135264.510000 sec): 3 clusters
  Score: Raw -635509.861098 + Penalty 2907.148366 = -632602.712733
  nChanged 96
		SP:Iteration 11Q (135264.710000 sec): 3 clusters
  Score: Raw -635543.933583 + Penalty 2907.148366 = -632636.785217
  nChanged 67
		SP:Iteration 12Q (135264.910000 sec): 3 clusters
  Score: Raw -635563.528327 + Penalty 2907.148366 = -632656.379962
  nChanged 50
		SP:Iteration 13Q (135265.110000 sec): 3 clusters
  Score: Raw -635578.242298 + Penalty 2907.148366 = -632671.093932
  nChanged 42
		SP:Iteration 14Q (135265.350000 sec): 3 clusters
  Score: Raw -635587.228062 + Penalty 2907.148366 = -632680.079696
  nChanged 31
		SP:Iteration 15Q (135265.550000 sec): 3 clusters
  Score: Raw -635594.047099 + Penalty 2907.148366 = -632686.898734
  nChanged 27
		SP:Iteration 16Q (135265.750000 sec): 3 clusters
  Score: Raw -635600.995074 + Penalty 2907.148366 = -632693.846708
  nChanged 30
		SP:Iteration 17Q (135265.950000 sec): 3 clusters
  Score: Raw -635606.989120 + Penalty 2907.148366 = -632699.840754
  nChanged 34
		SP:Iteration 18Q (135266.150000 sec): 3 clusters
  Score: Raw -635614.985489 + Penalty 2907.148366 = -632707.837123
  nChanged 35
		SP:Iteration 19Q (135266.330000 sec): 3 clusters
  Score: Raw -635625.183055 + Penalty 2907.148366 = -632718.034690
  nChanged 30
		SP:Iteration 20F (135266.540000 sec): 3 clusters
  Score: Raw -635633.495456 + Penalty 2907.148366 = -632726.347090
  nChanged 31
		SP:Iteration 21Q (135266.740000 sec): 3 clusters
  Score: Raw -635643.172270 + Penalty 2907.148366 = -632736.023904
  nChanged 39
		SP:Iteration 22Q (135266.980000 sec): 3 clusters
  Score: Raw -635653.759795 + Penalty 2907.148366 = -632746.611430
  nChanged 40
		SP:Iteration 23Q (135267.190000 sec): 3 clusters
  Score: Raw -635665.765196 + Penalty 2907.148366 = -632758.616830
  nChanged 46
		SP:Iteration 24Q (135267.390000 sec): 3 clusters
  Score: Raw -635679.824504 + Penalty 2907.148366 = -632772.676138
  nChanged 33
		SP:Iteration 25Q (135267.620000 sec): 3 clusters
  Score: Raw -635686.319330 + Penalty 2907.148366 = -632779.170964
  nChanged 28
		SP:Iteration 26Q (135267.830000 sec): 3 clusters
  Score: Raw -635692.320261 + Penalty 2907.148366 = -632785.171895
  nChanged 27
		SP:Iteration 27Q (135268.030000 sec): 3 clusters
  Score: Raw -635700.643008 + Penalty 2907.148366 = -632793.494642
  nChanged 30
		SP:Iteration 28Q (135268.220000 sec): 3 clusters
  Score: Raw -635712.771955 + Penalty 2907.148366 = -632805.623589
  nChanged 39
		SP:Iteration 29Q (135268.420000 sec): 3 clusters
  Score: Raw -635725.359464 + Penalty 2907.148366 = -632818.211098
  nChanged 34
		SP:Iteration 30Q (135268.620000 sec): 3 clusters
  Score: Raw -635733.303523 + Penalty 2907.148366 = -632826.155157
  nChanged 29
		SP:Iteration 31Q (135268.820000 sec): 3 clusters
  Score: Raw -635739.238736 + Penalty 2907.148366 = -632832.090371
  nChanged 27
		SP:Iteration 32Q (135269.020000 sec): 3 clusters
  Score: Raw -635743.687255 + Penalty 2907.148366 = -632836.538889
  nChanged 24
		SP:Iteration 33Q (135269.220000 sec): 3 clusters
  Score: Raw -635747.504261 + Penalty 2907.148366 = -632840.355896
  nChanged 16
		SP:Iteration 34Q (135269.420000 sec): 3 clusters
  Score: Raw -635750.544221 + Penalty 2907.148366 = -632843.395855
  nChanged 15
		SP:Iteration 35Q (135269.620000 sec): 3 clusters
  Score: Raw -635752.898122 + Penalty 2907.148366 = -632845.749756
  nChanged 15
		SP:Iteration 36Q (135269.820000 sec): 3 clusters
  Score: Raw -635755.479044 + Penalty 2907.148366 = -632848.330679
  nChanged 7
		SP:Iteration 37Q (135270.020000 sec): 3 clusters
  Score: Raw -635757.002958 + Penalty 2907.148366 = -632849.854592
  nChanged 6
		SP:Iteration 38Q (135270.220000 sec): 3 clusters
  Score: Raw -635758.095246 + Penalty 2907.148366 = -632850.946881
  nChanged 7
		SP:Iteration 39Q (135270.330000 sec): 3 clusters
  Score: Raw -635759.217827 + Penalty 2907.148366 = -632852.069461
  nChanged 5
		SP:Iteration 40F (135270.540000 sec): 3 clusters
  Score: Raw -635760.419798 + Penalty 2907.148366 = -632853.271433
  nChanged 5
		SP:Iteration 41Q (135270.740000 sec): 3 clusters
  Score: Raw -635761.207526 + Penalty 2907.148366 = -632854.059161
  nChanged 8
		SP:Iteration 42Q (135270.940000 sec): 3 clusters
  Score: Raw -635762.566367 + Penalty 2907.148366 = -632855.418002
  nChanged 6
		SP:Iteration 43Q (135271.140000 sec): 3 clusters
  Score: Raw -635763.593023 + Penalty 2907.148366 = -632856.444657
  nChanged 4
		SP:Iteration 44Q (135271.340000 sec): 3 clusters
  Score: Raw -635764.237334 + Penalty 2907.148366 = -632857.088969
  nChanged 3
		SP:Iteration 45Q (135271.540000 sec): 3 clusters
  Score: Raw -635764.700705 + Penalty 2907.148366 = -632857.552340
  nChanged 1
		SP:Iteration 46Q (135271.740000 sec): 3 clusters
  Score: Raw -635764.782731 + Penalty 2907.148366 = -632857.634365
  nChanged 0
		SP:Iteration 47F (135271.940000 sec): 3 clusters
  Score: Raw -635764.782731 + Penalty 2907.148366 = -632857.634365
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (2163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135272.000000 sec): 2 clusters
  Score: Raw -200489.450667 + Penalty 1247.878357 = -199241.572311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135272.180000 sec): 3 clusters
  Score: Raw -199565.351443 + Penalty 2495.756713 = -197069.594730
  nChanged 781
		SP:Iteration 1F (135272.350000 sec): 3 clusters
  Score: Raw -200187.977267 + Penalty 2495.756713 = -197692.220554
  nChanged 208
		SP:Iteration 2F (135272.530000 sec): 3 clusters
  Score: Raw -200393.390656 + Penalty 2495.756713 = -197897.633942
  nChanged 155
		SP:Iteration 3F (135272.700000 sec): 3 clusters
  Score: Raw -200547.494701 + Penalty 2495.756713 = -198051.737988
  nChanged 126
		SP:Iteration 4F (135272.880000 sec): 3 clusters
  Score: Raw -200682.937521 + Penalty 2495.756713 = -198187.180807
  nChanged 127
		SP:Iteration 5F (135273.060000 sec): 3 clusters
  Score: Raw -200801.647260 + Penalty 2495.756713 = -198305.890547
  nChanged 84
		SP:Iteration 6Q (135273.230000 sec): 3 clusters
  Score: Raw -200878.195713 + Penalty 2495.756713 = -198382.438999
  nChanged 48
		SP:Iteration 7Q (135273.410000 sec): 3 clusters
  Score: Raw -200917.682060 + Penalty 2495.756713 = -198421.925347
  nChanged 37
		SP:Iteration 8Q (135273.580000 sec): 3 clusters
  Score: Raw -200950.094258 + Penalty 2495.756713 = -198454.337545
  nChanged 34
		SP:Iteration 9Q (135273.760000 sec): 3 clusters
  Score: Raw -200976.089336 + Penalty 2495.756713 = -198480.332622
  nChanged 21
		SP:Iteration 10Q (135273.940000 sec): 3 clusters
  Score: Raw -200990.326187 + Penalty 2495.756713 = -198494.569474
  nChanged 17
		SP:Iteration 11Q (135274.110000 sec): 3 clusters
  Score: Raw -201002.855311 + Penalty 2495.756713 = -198507.098598
  nChanged 14
		SP:Iteration 12Q (135274.290000 sec): 3 clusters
  Score: Raw -201012.406950 + Penalty 2495.756713 = -198516.650237
  nChanged 17
		SP:Iteration 13Q (135274.460000 sec): 3 clusters
  Score: Raw -201024.512048 + Penalty 2495.756713 = -198528.755335
  nChanged 15
		SP:Iteration 14Q (135274.640000 sec): 3 clusters
  Score: Raw -201032.713152 + Penalty 2495.756713 = -198536.956439
  nChanged 7
		SP:Iteration 15Q (135274.820000 sec): 3 clusters
  Score: Raw -201036.362981 + Penalty 2495.756713 = -198540.606267
  nChanged 2
		SP:Iteration 16Q (135274.990000 sec): 3 clusters
  Score: Raw -201038.277836 + Penalty 2495.756713 = -198542.521122
  nChanged 3
		SP:Iteration 17Q (135275.170000 sec): 3 clusters
  Score: Raw -201040.033303 + Penalty 2495.756713 = -198544.276590
  nChanged 2
		SP:Iteration 18Q (135275.230000 sec): 3 clusters
  Score: Raw -201041.080991 + Penalty 2495.756713 = -198545.324278
  nChanged 0
		SP:Iteration 19F (135275.280000 sec): 3 clusters
  Score: Raw -201041.080991 + Penalty 2495.756713 = -198545.324278
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (4580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135275.350000 sec): 2 clusters
  Score: Raw -449304.000743 + Penalty 1369.786320 = -447934.214422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135275.530000 sec): 3 clusters
  Score: Raw -446962.274347 + Penalty 2739.572640 = -444222.701707
  nChanged 1848
		SP:Iteration 1F (135275.710000 sec): 3 clusters
  Score: Raw -448137.830187 + Penalty 2739.572640 = -445398.257547
  nChanged 428
		SP:Iteration 2F (135275.890000 sec): 3 clusters
  Score: Raw -448439.346947 + Penalty 2739.572640 = -445699.774307
  nChanged 309
		SP:Iteration 3F (135276.040000 sec): 3 clusters
  Score: Raw -448684.038089 + Penalty 2739.572640 = -445944.465449
  nChanged 289
		SP:Iteration 4F (135276.120000 sec): 3 clusters
  Score: Raw -448924.025637 + Penalty 2739.572640 = -446184.452997
  nChanged 252
		SP:Iteration 5F (135276.200000 sec): 3 clusters
  Score: Raw -449101.109703 + Penalty 2739.572640 = -446361.537063
  nChanged 206
		SP:Iteration 6Q (135276.290000 sec): 3 clusters
  Score: Raw -449235.335489 + Penalty 2739.572640 = -446495.762849
  nChanged 169
		SP:Iteration 7Q (135276.370000 sec): 3 clusters
  Score: Raw -449355.501146 + Penalty 2739.572640 = -446615.928506
  nChanged 154
		SP:Iteration 8Q (135276.450000 sec): 3 clusters
  Score: Raw -449457.003917 + Penalty 2739.572640 = -446717.431277
  nChanged 111
		SP:Iteration 9Q (135276.530000 sec): 3 clusters
  Score: Raw -449516.701600 + Penalty 2739.572640 = -446777.128960
  nChanged 82
		SP:Iteration 10Q (135276.610000 sec): 3 clusters
  Score: Raw -449548.949313 + Penalty 2739.572640 = -446809.376673
  nChanged 58
		SP:Iteration 11Q (135276.690000 sec): 3 clusters
  Score: Raw -449570.951094 + Penalty 2739.572640 = -446831.378454
  nChanged 55
		SP:Iteration 12Q (135276.780000 sec): 3 clusters
  Score: Raw -449592.500758 + Penalty 2739.572640 = -446852.928118
  nChanged 41
		SP:Iteration 13Q (135276.860000 sec): 3 clusters
  Score: Raw -449605.067366 + Penalty 2739.572640 = -446865.494726
  nChanged 32
		SP:Iteration 14Q (135277.050000 sec): 3 clusters
  Score: Raw -449617.931024 + Penalty 2739.572640 = -446878.358384
  nChanged 35
		SP:Iteration 15Q (135277.220000 sec): 3 clusters
  Score: Raw -449632.793304 + Penalty 2739.572640 = -446893.220664
  nChanged 26
		SP:Iteration 16Q (135277.400000 sec): 3 clusters
  Score: Raw -449642.669358 + Penalty 2739.572640 = -446903.096718
  nChanged 26
		SP:Iteration 17Q (135277.570000 sec): 3 clusters
  Score: Raw -449651.019942 + Penalty 2739.572640 = -446911.447302
  nChanged 22
		SP:Iteration 18Q (135277.750000 sec): 3 clusters
  Score: Raw -449657.895132 + Penalty 2739.572640 = -446918.322492
  nChanged 23
		SP:Iteration 19Q (135277.920000 sec): 3 clusters
  Score: Raw -449666.089916 + Penalty 2739.572640 = -446926.517276
  nChanged 28
		SP:Iteration 20F (135278.100000 sec): 3 clusters
  Score: Raw -449676.771202 + Penalty 2739.572640 = -446937.198562
  nChanged 22
		SP:Iteration 21Q (135278.270000 sec): 3 clusters
  Score: Raw -449686.076900 + Penalty 2739.572640 = -446946.504260
  nChanged 25
		SP:Iteration 22Q (135278.450000 sec): 3 clusters
  Score: Raw -449693.881618 + Penalty 2739.572640 = -446954.308978
  nChanged 22
		SP:Iteration 23Q (135278.630000 sec): 3 clusters
  Score: Raw -449702.013630 + Penalty 2739.572640 = -446962.440990
  nChanged 27
		SP:Iteration 24Q (135278.800000 sec): 3 clusters
  Score: Raw -449713.230078 + Penalty 2739.572640 = -446973.657438
  nChanged 23
		SP:Iteration 25Q (135278.980000 sec): 3 clusters
  Score: Raw -449722.941162 + Penalty 2739.572640 = -446983.368522
  nChanged 24
		SP:Iteration 26Q (135279.150000 sec): 3 clusters
  Score: Raw -449732.685804 + Penalty 2739.572640 = -446993.113164
  nChanged 29
		SP:Iteration 27Q (135279.330000 sec): 3 clusters
  Score: Raw -449741.943751 + Penalty 2739.572640 = -447002.371111
  nChanged 22
		SP:Iteration 28Q (135279.510000 sec): 3 clusters
  Score: Raw -449749.735443 + Penalty 2739.572640 = -447010.162803
  nChanged 20
		SP:Iteration 29Q (135279.680000 sec): 3 clusters
  Score: Raw -449756.630282 + Penalty 2739.572640 = -447017.057642
  nChanged 15
		SP:Iteration 30Q (135279.860000 sec): 3 clusters
  Score: Raw -449762.056816 + Penalty 2739.572640 = -447022.484176
  nChanged 20
		SP:Iteration 31Q (135280.030000 sec): 3 clusters
  Score: Raw -449768.788979 + Penalty 2739.572640 = -447029.216339
  nChanged 19
		SP:Iteration 32Q (135280.210000 sec): 3 clusters
  Score: Raw -449775.031255 + Penalty 2739.572640 = -447035.458615
  nChanged 24
		SP:Iteration 33Q (135280.390000 sec): 3 clusters
  Score: Raw -449783.077381 + Penalty 2739.572640 = -447043.504741
  nChanged 30
		SP:Iteration 34Q (135280.560000 sec): 3 clusters
  Score: Raw -449794.488864 + Penalty 2739.572640 = -447054.916224
  nChanged 25
		SP:Iteration 35Q (135280.740000 sec): 3 clusters
  Score: Raw -449804.677250 + Penalty 2739.572640 = -447065.104610
  nChanged 29
		SP:Iteration 36Q (135280.910000 sec): 3 clusters
  Score: Raw -449815.063413 + Penalty 2739.572640 = -447075.490773
  nChanged 21
		SP:Iteration 37Q (135281.090000 sec): 3 clusters
  Score: Raw -449821.961081 + Penalty 2739.572640 = -447082.388441
  nChanged 19
		SP:Iteration 38Q (135281.260000 sec): 3 clusters
  Score: Raw -449827.269808 + Penalty 2739.572640 = -447087.697168
  nChanged 20
		SP:Iteration 39Q (135281.440000 sec): 3 clusters
  Score: Raw -449833.879304 + Penalty 2739.572640 = -447094.306664
  nChanged 13
		SP:Iteration 40F (135281.610000 sec): 3 clusters
  Score: Raw -449837.710173 + Penalty 2739.572640 = -447098.137533
  nChanged 16
		SP:Iteration 41Q (135281.790000 sec): 3 clusters
  Score: Raw -449843.989372 + Penalty 2739.572640 = -447104.416732
  nChanged 20
		SP:Iteration 42Q (135281.970000 sec): 3 clusters
  Score: Raw -449849.304600 + Penalty 2739.572640 = -447109.731960
  nChanged 21
		SP:Iteration 43Q (135282.140000 sec): 3 clusters
  Score: Raw -449855.595528 + Penalty 2739.572640 = -447116.022888
  nChanged 27
		SP:Iteration 44Q (135282.320000 sec): 3 clusters
  Score: Raw -449864.143937 + Penalty 2739.572640 = -447124.571297
  nChanged 29
		SP:Iteration 45Q (135282.490000 sec): 3 clusters
  Score: Raw -449873.749379 + Penalty 2739.572640 = -447134.176739
  nChanged 24
		SP:Iteration 46Q (135282.670000 sec): 3 clusters
  Score: Raw -449880.230904 + Penalty 2739.572640 = -447140.658264
  nChanged 23
		SP:Iteration 47Q (135282.850000 sec): 3 clusters
  Score: Raw -449887.034688 + Penalty 2739.572640 = -447147.462048
  nChanged 22
		SP:Iteration 48Q (135283.020000 sec): 3 clusters
  Score: Raw -449893.874914 + Penalty 2739.572640 = -447154.302273
  nChanged 21
		SP:Iteration 49Q (135283.200000 sec): 3 clusters
  Score: Raw -449900.612981 + Penalty 2739.572640 = -447161.040341
  nChanged 18
		SP:Iteration 50Q (135283.370000 sec): 3 clusters
  Score: Raw -449908.166487 + Penalty 2739.572640 = -447168.593847
  nChanged 20
		SP:Iteration 51Q (135283.550000 sec): 3 clusters
  Score: Raw -449913.625660 + Penalty 2739.572640 = -447174.053020
  nChanged 19
		SP:Iteration 52Q (135283.730000 sec): 3 clusters
  Score: Raw -449919.210296 + Penalty 2739.572640 = -447179.637656
  nChanged 16
		SP:Iteration 53Q (135283.900000 sec): 3 clusters
  Score: Raw -449923.953081 + Penalty 2739.572640 = -447184.380441
  nChanged 19
		SP:Iteration 54Q (135284.080000 sec): 3 clusters
  Score: Raw -449929.750525 + Penalty 2739.572640 = -447190.177885
  nChanged 17
		SP:Iteration 55Q (135284.250000 sec): 3 clusters
  Score: Raw -449933.937426 + Penalty 2739.572640 = -447194.364786
  nChanged 19
		SP:Iteration 56Q (135284.430000 sec): 3 clusters
  Score: Raw -449938.574807 + Penalty 2739.572640 = -447199.002167
  nChanged 12
		SP:Iteration 57Q (135284.610000 sec): 3 clusters
  Score: Raw -449941.467938 + Penalty 2739.572640 = -447201.895298
  nChanged 12
		SP:Iteration 58Q (135284.780000 sec): 3 clusters
  Score: Raw -449944.966879 + Penalty 2739.572640 = -447205.394239
  nChanged 13
		SP:Iteration 59Q (135284.950000 sec): 3 clusters
  Score: Raw -449948.847132 + Penalty 2739.572640 = -447209.274492
  nChanged 10
		SP:Iteration 60F (135285.130000 sec): 3 clusters
  Score: Raw -449952.215292 + Penalty 2739.572640 = -447212.642652
  nChanged 14
		SP:Iteration 61Q (135285.310000 sec): 3 clusters
  Score: Raw -449956.238913 + Penalty 2739.572640 = -447216.666273
  nChanged 14
		SP:Iteration 62Q (135285.480000 sec): 3 clusters
  Score: Raw -449961.763315 + Penalty 2739.572640 = -447222.190675
  nChanged 22
		SP:Iteration 63Q (135285.660000 sec): 3 clusters
  Score: Raw -449967.935358 + Penalty 2739.572640 = -447228.362718
  nChanged 16
		SP:Iteration 64Q (135285.830000 sec): 3 clusters
  Score: Raw -449972.425191 + Penalty 2739.572640 = -447232.852551
  nChanged 21
		SP:Iteration 65Q (135286.010000 sec): 3 clusters
  Score: Raw -449978.478819 + Penalty 2739.572640 = -447238.906178
  nChanged 19
		SP:Iteration 66Q (135286.190000 sec): 3 clusters
  Score: Raw -449984.577520 + Penalty 2739.572640 = -447245.004880
  nChanged 15
		SP:Iteration 67Q (135286.360000 sec): 3 clusters
  Score: Raw -449990.098273 + Penalty 2739.572640 = -447250.525633
  nChanged 16
		SP:Iteration 68Q (135286.540000 sec): 3 clusters
  Score: Raw -449995.221628 + Penalty 2739.572640 = -447255.648988
  nChanged 16
		SP:Iteration 69Q (135286.710000 sec): 3 clusters
  Score: Raw -450001.399375 + Penalty 2739.572640 = -447261.826735
  nChanged 17
		SP:Iteration 70Q (135286.890000 sec): 3 clusters
  Score: Raw -450007.751684 + Penalty 2739.572640 = -447268.179044
  nChanged 24
		SP:Iteration 71Q (135287.070000 sec): 3 clusters
  Score: Raw -450015.758995 + Penalty 2739.572640 = -447276.186355
  nChanged 21
		SP:Iteration 72Q (135287.240000 sec): 3 clusters
  Score: Raw -450021.028211 + Penalty 2739.572640 = -447281.455571
  nChanged 13
		SP:Iteration 73Q (135287.410000 sec): 3 clusters
  Score: Raw -450024.810750 + Penalty 2739.572640 = -447285.238110
  nChanged 15
		SP:Iteration 74Q (135287.590000 sec): 3 clusters
  Score: Raw -450029.331410 + Penalty 2739.572640 = -447289.758770
  nChanged 8
		SP:Iteration 75Q (135287.770000 sec): 3 clusters
  Score: Raw -450031.725501 + Penalty 2739.572640 = -447292.152861
  nChanged 8
		SP:Iteration 76Q (135287.940000 sec): 3 clusters
  Score: Raw -450033.482730 + Penalty 2739.572640 = -447293.910090
  nChanged 9
		SP:Iteration 77Q (135288.120000 sec): 3 clusters
  Score: Raw -450036.355703 + Penalty 2739.572640 = -447296.783063
  nChanged 10
		SP:Iteration 78Q (135288.290000 sec): 3 clusters
  Score: Raw -450039.058239 + Penalty 2739.572640 = -447299.485599
  nChanged 9
		SP:Iteration 79Q (135288.470000 sec): 3 clusters
  Score: Raw -450041.249621 + Penalty 2739.572640 = -447301.676981
  nChanged 9
		SP:Iteration 80F (135288.650000 sec): 3 clusters
  Score: Raw -450043.552819 + Penalty 2739.572640 = -447303.980179
  nChanged 7
		SP:Iteration 81Q (135288.820000 sec): 3 clusters
  Score: Raw -450045.461141 + Penalty 2739.572640 = -447305.888501
  nChanged 8
		SP:Iteration 82Q (135289.000000 sec): 3 clusters
  Score: Raw -450047.639982 + Penalty 2739.572640 = -447308.067342
  nChanged 7
		SP:Iteration 83Q (135289.170000 sec): 3 clusters
  Score: Raw -450049.257196 + Penalty 2739.572640 = -447309.684556
  nChanged 7
		SP:Iteration 84Q (135289.350000 sec): 3 clusters
  Score: Raw -450050.997139 + Penalty 2739.572640 = -447311.424499
  nChanged 2
		SP:Iteration 85Q (135289.530000 sec): 3 clusters
  Score: Raw -450051.666047 + Penalty 2739.572640 = -447312.093407
  nChanged 4
		SP:Iteration 86Q (135289.700000 sec): 3 clusters
  Score: Raw -450052.607070 + Penalty 2739.572640 = -447313.034430
  nChanged 4
		SP:Iteration 87Q (135289.870000 sec): 3 clusters
  Score: Raw -450053.660076 + Penalty 2739.572640 = -447314.087436
  nChanged 3
		SP:Iteration 88Q (135290.050000 sec): 3 clusters
  Score: Raw -450054.156895 + Penalty 2739.572640 = -447314.584255
  nChanged 1
		SP:Iteration 89Q (135290.230000 sec): 3 clusters
  Score: Raw -450054.351180 + Penalty 2739.572640 = -447314.778540
  nChanged 1
		SP:Iteration 90Q (135290.400000 sec): 3 clusters
  Score: Raw -450054.694456 + Penalty 2739.572640 = -447315.121816
  nChanged 3
		SP:Iteration 91Q (135290.560000 sec): 3 clusters
  Score: Raw -450055.981520 + Penalty 2739.572640 = -447316.408880
  nChanged 6
		SP:Iteration 92Q (135290.710000 sec): 3 clusters
  Score: Raw -450058.106946 + Penalty 2739.572640 = -447318.534306
  nChanged 8
		SP:Iteration 93Q (135290.890000 sec): 3 clusters
  Score: Raw -450060.817568 + Penalty 2739.572640 = -447321.244928
  nChanged 8
		SP:Iteration 94Q (135291.060000 sec): 3 clusters
  Score: Raw -450062.737828 + Penalty 2739.572640 = -447323.165188
  nChanged 7
		SP:Iteration 95Q (135291.240000 sec): 3 clusters
  Score: Raw -450064.056273 + Penalty 2739.572640 = -447324.483633
  nChanged 3
		SP:Iteration 96Q (135291.410000 sec): 3 clusters
  Score: Raw -450064.679004 + Penalty 2739.572640 = -447325.106364
  nChanged 3
		SP:Iteration 97Q (135291.590000 sec): 3 clusters
  Score: Raw -450065.472976 + Penalty 2739.572640 = -447325.900336
  nChanged 4
		SP:Iteration 98Q (135291.770000 sec): 3 clusters
  Score: Raw -450066.492170 + Penalty 2739.572640 = -447326.919530
  nChanged 4
		SP:Iteration 99Q (135291.940000 sec): 3 clusters
  Score: Raw -450067.386447 + Penalty 2739.572640 = -447327.813807
  nChanged 3
		SP:Iteration 100F (135292.120000 sec): 3 clusters
  Score: Raw -450068.193189 + Penalty 2739.572640 = -447328.620549
  nChanged 4
		SP:Iteration 101Q (135292.290000 sec): 3 clusters
  Score: Raw -450069.459267 + Penalty 2739.572640 = -447329.886627
  nChanged 5
		SP:Iteration 102Q (135292.470000 sec): 3 clusters
  Score: Raw -450071.026763 + Penalty 2739.572640 = -447331.454123
  nChanged 12
		SP:Iteration 103Q (135292.650000 sec): 3 clusters
  Score: Raw -450073.592105 + Penalty 2739.572640 = -447334.019465
  nChanged 6
		SP:Iteration 104Q (135292.820000 sec): 3 clusters
  Score: Raw -450075.122345 + Penalty 2739.572640 = -447335.549705
  nChanged 5
		SP:Iteration 105Q (135293.000000 sec): 3 clusters
  Score: Raw -450076.533038 + Penalty 2739.572640 = -447336.960397
  nChanged 7
		SP:Iteration 106Q (135293.170000 sec): 3 clusters
  Score: Raw -450079.145972 + Penalty 2739.572640 = -447339.573332
  nChanged 7
		SP:Iteration 107Q (135293.350000 sec): 3 clusters
  Score: Raw -450081.692191 + Penalty 2739.572640 = -447342.119551
  nChanged 11
		SP:Iteration 108Q (135293.530000 sec): 3 clusters
  Score: Raw -450085.311914 + Penalty 2739.572640 = -447345.739274
  nChanged 10
		SP:Iteration 109Q (135293.700000 sec): 3 clusters
  Score: Raw -450088.789900 + Penalty 2739.572640 = -447349.217260
  nChanged 6
		SP:Iteration 110Q (135293.880000 sec): 3 clusters
  Score: Raw -450091.219713 + Penalty 2739.572640 = -447351.647073
  nChanged 10
		SP:Iteration 111Q (135294.050000 sec): 3 clusters
  Score: Raw -450094.877614 + Penalty 2739.572640 = -447355.304973
  nChanged 6
		SP:Iteration 112Q (135294.230000 sec): 3 clusters
  Score: Raw -450096.982745 + Penalty 2739.572640 = -447357.410105
  nChanged 8
		SP:Iteration 113Q (135294.400000 sec): 3 clusters
  Score: Raw -450099.915614 + Penalty 2739.572640 = -447360.342974
  nChanged 11
		SP:Iteration 114Q (135294.580000 sec): 3 clusters
  Score: Raw -450104.413383 + Penalty 2739.572640 = -447364.840743
  nChanged 10
		SP:Iteration 115Q (135294.670000 sec): 3 clusters
  Score: Raw -450107.748521 + Penalty 2739.572640 = -447368.175881
  nChanged 11
		SP:Iteration 116Q (135294.750000 sec): 3 clusters
  Score: Raw -450111.943219 + Penalty 2739.572640 = -447372.370578
  nChanged 11
		SP:Iteration 117Q (135294.830000 sec): 3 clusters
  Score: Raw -450116.370670 + Penalty 2739.572640 = -447376.798030
  nChanged 13
		SP:Iteration 118Q (135294.920000 sec): 3 clusters
  Score: Raw -450121.189960 + Penalty 2739.572640 = -447381.617319
  nChanged 12
		SP:Iteration 119Q (135295.000000 sec): 3 clusters
  Score: Raw -450125.067784 + Penalty 2739.572640 = -447385.495143
  nChanged 8
		SP:Iteration 120F (135295.080000 sec): 3 clusters
  Score: Raw -450127.671296 + Penalty 2739.572640 = -447388.098656
  nChanged 9
		SP:Iteration 121Q (135295.160000 sec): 3 clusters
  Score: Raw -450130.753574 + Penalty 2739.572640 = -447391.180934
  nChanged 14
		SP:Iteration 122Q (135295.340000 sec): 3 clusters
  Score: Raw -450136.748737 + Penalty 2739.572640 = -447397.176097
  nChanged 12
		SP:Iteration 123Q (135295.520000 sec): 3 clusters
  Score: Raw -450142.651866 + Penalty 2739.572640 = -447403.079226
  nChanged 11
		SP:Iteration 124Q (135295.690000 sec): 3 clusters
  Score: Raw -450147.108207 + Penalty 2739.572640 = -447407.535567
  nChanged 13
		SP:Iteration 125Q (135295.870000 sec): 3 clusters
  Score: Raw -450151.805859 + Penalty 2739.572640 = -447412.233219
  nChanged 16
		SP:Iteration 126Q (135295.950000 sec): 3 clusters
  Score: Raw -450158.877270 + Penalty 2739.572640 = -447419.304630
  nChanged 13
		SP:Iteration 127Q (135296.030000 sec): 3 clusters
  Score: Raw -450165.142968 + Penalty 2739.572640 = -447425.570328
  nChanged 16
		SP:Iteration 128Q (135296.110000 sec): 3 clusters
  Score: Raw -450170.659205 + Penalty 2739.572640 = -447431.086565
  nChanged 17
		SP:Iteration 129Q (135296.190000 sec): 3 clusters
  Score: Raw -450176.452364 + Penalty 2739.572640 = -447436.879724
  nChanged 11
		SP:Iteration 130Q (135296.270000 sec): 3 clusters
  Score: Raw -450179.828690 + Penalty 2739.572640 = -447440.256050
  nChanged 10
		SP:Iteration 131Q (135296.350000 sec): 3 clusters
  Score: Raw -450183.319141 + Penalty 2739.572640 = -447443.746501
  nChanged 6
		SP:Iteration 132Q (135296.430000 sec): 3 clusters
  Score: Raw -450185.436166 + Penalty 2739.572640 = -447445.863526
  nChanged 7
		SP:Iteration 133Q (135296.520000 sec): 3 clusters
  Score: Raw -450188.041448 + Penalty 2739.572640 = -447448.468808
  nChanged 9
		SP:Iteration 134Q (135296.600000 sec): 3 clusters
  Score: Raw -450191.192457 + Penalty 2739.572640 = -447451.619817
  nChanged 8
		SP:Iteration 135Q (135296.740000 sec): 3 clusters
  Score: Raw -450193.590552 + Penalty 2739.572640 = -447454.017912
  nChanged 2
		SP:Iteration 136Q (135296.820000 sec): 3 clusters
  Score: Raw -450194.205757 + Penalty 2739.572640 = -447454.633117
  nChanged 0
		SP:Iteration 137F (135296.900000 sec): 3 clusters
  Score: Raw -450194.205757 + Penalty 2739.572640 = -447454.633117
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135296.950000 sec): 2 clusters
  Score: Raw -74047.324167 + Penalty 1114.516818 = -72932.807349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135296.980000 sec): 3 clusters
  Score: Raw -73791.513583 + Penalty 2229.033636 = -71562.479946
  nChanged 305
		SP:Iteration 1F (135297.010000 sec): 3 clusters
  Score: Raw -74169.910611 + Penalty 2229.033636 = -71940.876975
  nChanged 90
		SP:Iteration 2F (135297.030000 sec): 3 clusters
  Score: Raw -74318.533711 + Penalty 2229.033636 = -72089.500075
  nChanged 56
		SP:Iteration 3F (135297.050000 sec): 3 clusters
  Score: Raw -74385.092335 + Penalty 2229.033636 = -72156.058699
  nChanged 23
		SP:Iteration 4Q (135297.080000 sec): 3 clusters
  Score: Raw -74406.942982 + Penalty 2229.033636 = -72177.909346
  nChanged 18
		SP:Iteration 5Q (135297.100000 sec): 3 clusters
  Score: Raw -74425.094906 + Penalty 2229.033636 = -72196.061270
  nChanged 14
		SP:Iteration 6Q (135297.130000 sec): 3 clusters
  Score: Raw -74436.473668 + Penalty 2229.033636 = -72207.440032
  nChanged 7
		SP:Iteration 7Q (135297.150000 sec): 3 clusters
  Score: Raw -74443.748488 + Penalty 2229.033636 = -72214.714852
  nChanged 9
		SP:Iteration 8Q (135297.180000 sec): 3 clusters
  Score: Raw -74451.769487 + Penalty 2229.033636 = -72222.735851
  nChanged 12
		SP:Iteration 9Q (135297.200000 sec): 3 clusters
  Score: Raw -74460.868967 + Penalty 2229.033636 = -72231.835331
  nChanged 14
		SP:Iteration 10Q (135297.230000 sec): 3 clusters
  Score: Raw -74468.966112 + Penalty 2229.033636 = -72239.932475
  nChanged 8
		SP:Iteration 11Q (135297.250000 sec): 3 clusters
  Score: Raw -74472.643495 + Penalty 2229.033636 = -72243.609859
  nChanged 7
		SP:Iteration 12Q (135297.280000 sec): 3 clusters
  Score: Raw -74482.653618 + Penalty 2229.033636 = -72253.619981
  nChanged 9
		SP:Iteration 13Q (135297.310000 sec): 3 clusters
  Score: Raw -74487.906656 + Penalty 2229.033636 = -72258.873019
  nChanged 5
		SP:Iteration 14Q (135297.330000 sec): 3 clusters
  Score: Raw -74491.508353 + Penalty 2229.033636 = -72262.474716
  nChanged 12
		SP:Iteration 15Q (135297.360000 sec): 3 clusters
  Score: Raw -74500.869180 + Penalty 2229.033636 = -72271.835544
  nChanged 10
		SP:Iteration 16Q (135297.380000 sec): 3 clusters
  Score: Raw -74507.824737 + Penalty 2229.033636 = -72278.791101
  nChanged 8
		SP:Iteration 17Q (135297.400000 sec): 3 clusters
  Score: Raw -74515.387924 + Penalty 2229.033636 = -72286.354288
  nChanged 9
		SP:Iteration 18Q (135297.430000 sec): 3 clusters
  Score: Raw -74523.051416 + Penalty 2229.033636 = -72294.017779
  nChanged 10
		SP:Iteration 19Q (135297.450000 sec): 3 clusters
  Score: Raw -74531.263017 + Penalty 2229.033636 = -72302.229381
  nChanged 14
		SP:Iteration 20F (135297.480000 sec): 3 clusters
  Score: Raw -74553.551967 + Penalty 2229.033636 = -72324.518330
  nChanged 19
		SP:Iteration 21Q (135297.500000 sec): 3 clusters
  Score: Raw -74588.206653 + Penalty 2229.033636 = -72359.173017
  nChanged 26
		SP:Iteration 22Q (135297.530000 sec): 3 clusters
  Score: Raw -74622.999428 + Penalty 2229.033636 = -72393.965792
  nChanged 19
		SP:Iteration 23Q (135297.550000 sec): 3 clusters
  Score: Raw -74650.162542 + Penalty 2229.033636 = -72421.128905
  nChanged 18
		SP:Iteration 24Q (135297.580000 sec): 3 clusters
  Score: Raw -74674.731667 + Penalty 2229.033636 = -72445.698031
  nChanged 10
		SP:Iteration 25Q (135297.600000 sec): 3 clusters
  Score: Raw -74691.023880 + Penalty 2229.033636 = -72461.990244
  nChanged 12
		SP:Iteration 26Q (135297.620000 sec): 3 clusters
  Score: Raw -74708.146302 + Penalty 2229.033636 = -72479.112666
  nChanged 12
		SP:Iteration 27Q (135297.650000 sec): 3 clusters
  Score: Raw -74723.131200 + Penalty 2229.033636 = -72494.097563
  nChanged 8
		SP:Iteration 28Q (135297.680000 sec): 3 clusters
  Score: Raw -74734.627871 + Penalty 2229.033636 = -72505.594235
  nChanged 4
		SP:Iteration 29Q (135297.700000 sec): 3 clusters
  Score: Raw -74739.020969 + Penalty 2229.033636 = -72509.987332
  nChanged 0
		SP:Iteration 30F (135297.720000 sec): 3 clusters
  Score: Raw -74739.020969 + Penalty 2229.033636 = -72509.987332
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135297.800000 sec): 2 clusters
  Score: Raw -248111.933039 + Penalty 1320.029964 = -246791.903075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135297.860000 sec): 3 clusters
  Score: Raw -246438.807171 + Penalty 2640.059929 = -243798.747242
  nChanged 1323
		SP:Iteration 1F (135297.940000 sec): 3 clusters
  Score: Raw -247327.417443 + Penalty 2640.059929 = -244687.357514
  nChanged 316
		SP:Iteration 2F (135298.010000 sec): 3 clusters
  Score: Raw -247644.023946 + Penalty 2640.059929 = -245003.964017
  nChanged 270
		SP:Iteration 3F (135298.080000 sec): 3 clusters
  Score: Raw -247951.153991 + Penalty 2640.059929 = -245311.094062
  nChanged 237
		SP:Iteration 4F (135298.140000 sec): 3 clusters
  Score: Raw -248192.347674 + Penalty 2640.059929 = -245552.287745
  nChanged 187
		SP:Iteration 5F (135298.210000 sec): 3 clusters
  Score: Raw -248370.373383 + Penalty 2640.059929 = -245730.313455
  nChanged 152
		SP:Iteration 6Q (135298.280000 sec): 3 clusters
  Score: Raw -248498.353215 + Penalty 2640.059929 = -245858.293286
  nChanged 119
		SP:Iteration 7Q (135298.350000 sec): 3 clusters
  Score: Raw -248602.821951 + Penalty 2640.059929 = -245962.762022
  nChanged 105
		SP:Iteration 8Q (135298.420000 sec): 3 clusters
  Score: Raw -248679.342140 + Penalty 2640.059929 = -246039.282211
  nChanged 79
		SP:Iteration 9Q (135298.480000 sec): 3 clusters
  Score: Raw -248726.417593 + Penalty 2640.059929 = -246086.357664
  nChanged 53
		SP:Iteration 10Q (135298.550000 sec): 3 clusters
  Score: Raw -248755.714661 + Penalty 2640.059929 = -246115.654732
  nChanged 45
		SP:Iteration 11Q (135298.620000 sec): 3 clusters
  Score: Raw -248777.225433 + Penalty 2640.059929 = -246137.165504
  nChanged 39
		SP:Iteration 12Q (135298.680000 sec): 3 clusters
  Score: Raw -248790.844444 + Penalty 2640.059929 = -246150.784515
  nChanged 32
		SP:Iteration 13Q (135298.750000 sec): 3 clusters
  Score: Raw -248804.439910 + Penalty 2640.059929 = -246164.379982
  nChanged 22
		SP:Iteration 14Q (135298.820000 sec): 3 clusters
  Score: Raw -248813.147479 + Penalty 2640.059929 = -246173.087550
  nChanged 21
		SP:Iteration 15Q (135298.880000 sec): 3 clusters
  Score: Raw -248820.712648 + Penalty 2640.059929 = -246180.652719
  nChanged 15
		SP:Iteration 16Q (135298.950000 sec): 3 clusters
  Score: Raw -248827.053440 + Penalty 2640.059929 = -246186.993512
  nChanged 18
		SP:Iteration 17Q (135299.020000 sec): 3 clusters
  Score: Raw -248832.903377 + Penalty 2640.059929 = -246192.843448
  nChanged 15
		SP:Iteration 18Q (135299.090000 sec): 3 clusters
  Score: Raw -248838.592360 + Penalty 2640.059929 = -246198.532431
  nChanged 15
		SP:Iteration 19Q (135299.150000 sec): 3 clusters
  Score: Raw -248846.379265 + Penalty 2640.059929 = -246206.319336
  nChanged 13
		SP:Iteration 20F (135299.220000 sec): 3 clusters
  Score: Raw -248852.764066 + Penalty 2640.059929 = -246212.704138
  nChanged 14
		SP:Iteration 21Q (135299.290000 sec): 3 clusters
  Score: Raw -248859.504641 + Penalty 2640.059929 = -246219.444713
  nChanged 20
		SP:Iteration 22Q (135299.360000 sec): 3 clusters
  Score: Raw -248869.228459 + Penalty 2640.059929 = -246229.168530
  nChanged 21
		SP:Iteration 23Q (135299.420000 sec): 3 clusters
  Score: Raw -248878.456634 + Penalty 2640.059929 = -246238.396705
  nChanged 19
		SP:Iteration 24Q (135299.490000 sec): 3 clusters
  Score: Raw -248887.287222 + Penalty 2640.059929 = -246247.227293
  nChanged 15
		SP:Iteration 25Q (135299.560000 sec): 3 clusters
  Score: Raw -248892.387572 + Penalty 2640.059929 = -246252.327643
  nChanged 11
		SP:Iteration 26Q (135299.620000 sec): 3 clusters
  Score: Raw -248895.415514 + Penalty 2640.059929 = -246255.355586
  nChanged 14
		SP:Iteration 27Q (135299.690000 sec): 3 clusters
  Score: Raw -248901.435622 + Penalty 2640.059929 = -246261.375693
  nChanged 12
		SP:Iteration 28Q (135299.760000 sec): 3 clusters
  Score: Raw -248906.264211 + Penalty 2640.059929 = -246266.204282
  nChanged 11
		SP:Iteration 29Q (135299.820000 sec): 3 clusters
  Score: Raw -248909.875432 + Penalty 2640.059929 = -246269.815503
  nChanged 6
		SP:Iteration 30Q (135299.890000 sec): 3 clusters
  Score: Raw -248911.672644 + Penalty 2640.059929 = -246271.612716
  nChanged 5
		SP:Iteration 31Q (135299.960000 sec): 3 clusters
  Score: Raw -248912.515684 + Penalty 2640.059929 = -246272.455756
  nChanged 3
		SP:Iteration 32Q (135300.030000 sec): 3 clusters
  Score: Raw -248913.500568 + Penalty 2640.059929 = -246273.440639
  nChanged 6
		SP:Iteration 33Q (135300.100000 sec): 3 clusters
  Score: Raw -248915.523035 + Penalty 2640.059929 = -246275.463106
  nChanged 1
		SP:Iteration 34Q (135300.160000 sec): 3 clusters
  Score: Raw -248915.805417 + Penalty 2640.059929 = -246275.745489
  nChanged 1
		SP:Iteration 35Q (135300.320000 sec): 3 clusters
  Score: Raw -248915.943368 + Penalty 2640.059929 = -246275.883439
  nChanged 0
		SP:Iteration 36F (135300.500000 sec): 3 clusters
  Score: Raw -248915.943368 + Penalty 2640.059929 = -246275.883439
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (1835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135300.580000 sec): 2 clusters
  Score: Raw -156441.296791 + Penalty 1221.154961 = -155220.141830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135300.760000 sec): 3 clusters
  Score: Raw -155664.245062 + Penalty 2442.309922 = -153221.935139
  nChanged 632
		SP:Iteration 1F (135300.940000 sec): 3 clusters
  Score: Raw -156105.585683 + Penalty 2442.309922 = -153663.275761
  nChanged 146
		SP:Iteration 2F (135301.110000 sec): 3 clusters
  Score: Raw -156227.556894 + Penalty 2442.309922 = -153785.246972
  nChanged 109
		SP:Iteration 3F (135301.290000 sec): 3 clusters
  Score: Raw -156322.265224 + Penalty 2442.309922 = -153879.955302
  nChanged 91
		SP:Iteration 4Q (135301.460000 sec): 3 clusters
  Score: Raw -156424.890777 + Penalty 2442.309922 = -153982.580854
  nChanged 73
		SP:Iteration 5Q (135301.640000 sec): 3 clusters
  Score: Raw -156484.517272 + Penalty 2442.309922 = -154042.207350
  nChanged 45
		SP:Iteration 6Q (135301.820000 sec): 3 clusters
  Score: Raw -156525.228636 + Penalty 2442.309922 = -154082.918713
  nChanged 35
		SP:Iteration 7Q (135301.990000 sec): 3 clusters
  Score: Raw -156557.934468 + Penalty 2442.309922 = -154115.624546
  nChanged 33
		SP:Iteration 8Q (135302.170000 sec): 3 clusters
  Score: Raw -156583.962702 + Penalty 2442.309922 = -154141.652780
  nChanged 32
		SP:Iteration 9Q (135302.340000 sec): 3 clusters
  Score: Raw -156609.393515 + Penalty 2442.309922 = -154167.083593
  nChanged 35
		SP:Iteration 10Q (135302.520000 sec): 3 clusters
  Score: Raw -156641.490753 + Penalty 2442.309922 = -154199.180830
  nChanged 35
		SP:Iteration 11Q (135302.700000 sec): 3 clusters
  Score: Raw -156673.700612 + Penalty 2442.309922 = -154231.390690
  nChanged 24
		SP:Iteration 12Q (135302.870000 sec): 3 clusters
  Score: Raw -156693.308863 + Penalty 2442.309922 = -154250.998941
  nChanged 27
		SP:Iteration 13Q (135303.050000 sec): 3 clusters
  Score: Raw -156715.422784 + Penalty 2442.309922 = -154273.112862
  nChanged 21
		SP:Iteration 14Q (135303.220000 sec): 3 clusters
  Score: Raw -156735.025492 + Penalty 2442.309922 = -154292.715570
  nChanged 16
		SP:Iteration 15Q (135303.400000 sec): 3 clusters
  Score: Raw -156747.166796 + Penalty 2442.309922 = -154304.856874
  nChanged 9
		SP:Iteration 16Q (135303.580000 sec): 3 clusters
  Score: Raw -156752.929375 + Penalty 2442.309922 = -154310.619453
  nChanged 7
		SP:Iteration 17Q (135303.750000 sec): 3 clusters
  Score: Raw -156758.025667 + Penalty 2442.309922 = -154315.715744
  nChanged 2
		SP:Iteration 18Q (135303.930000 sec): 3 clusters
  Score: Raw -156758.815691 + Penalty 2442.309922 = -154316.505769
  nChanged 1
		SP:Iteration 19Q (135304.100000 sec): 3 clusters
  Score: Raw -156759.271971 + Penalty 2442.309922 = -154316.962048
  nChanged 2
		SP:Iteration 20F (135304.280000 sec): 3 clusters
  Score: Raw -156759.702247 + Penalty 2442.309922 = -154317.392325
  nChanged 1
		SP:Iteration 21Q (135304.460000 sec): 3 clusters
  Score: Raw -156759.855426 + Penalty 2442.309922 = -154317.545504
  nChanged 2
		SP:Iteration 22Q (135304.630000 sec): 3 clusters
  Score: Raw -156760.655122 + Penalty 2442.309922 = -154318.345200
  nChanged 2
		SP:Iteration 23Q (135304.800000 sec): 3 clusters
  Score: Raw -156762.204740 + Penalty 2442.309922 = -154319.894818
  nChanged 3
		SP:Iteration 24Q (135305.000000 sec): 3 clusters
  Score: Raw -156763.602448 + Penalty 2442.309922 = -154321.292526
  nChanged 2
		SP:Iteration 25Q (135305.150000 sec): 3 clusters
  Score: Raw -156765.000422 + Penalty 2442.309922 = -154322.690500
  nChanged 0
		SP:Iteration 26F (135305.300000 sec): 3 clusters
  Score: Raw -156765.000422 + Penalty 2442.309922 = -154322.690500
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135305.390000 sec): 2 clusters
  Score: Raw -477584.947769 + Penalty 1373.018160 = -476211.929609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135305.540000 sec): 3 clusters
  Score: Raw -475102.984748 + Penalty 2746.036320 = -472356.948428
  nChanged 1858
		SP:Iteration 1F (135305.760000 sec): 3 clusters
  Score: Raw -476099.186176 + Penalty 2746.036320 = -473353.149855
  nChanged 346
		SP:Iteration 2F (135305.910000 sec): 3 clusters
  Score: Raw -476310.698881 + Penalty 2746.036320 = -473564.662560
  nChanged 285
		SP:Iteration 3F (135306.140000 sec): 3 clusters
  Score: Raw -476474.916317 + Penalty 2746.036320 = -473728.879997
  nChanged 241
		SP:Iteration 4F (135306.290000 sec): 3 clusters
  Score: Raw -476625.284314 + Penalty 2746.036320 = -473879.247993
  nChanged 190
		SP:Iteration 5Q (135306.460000 sec): 3 clusters
  Score: Raw -476727.370265 + Penalty 2746.036320 = -473981.333944
  nChanged 167
		SP:Iteration 6Q (135306.640000 sec): 3 clusters
  Score: Raw -476829.391749 + Penalty 2746.036320 = -474083.355429
  nChanged 175
		SP:Iteration 7Q (135306.820000 sec): 3 clusters
  Score: Raw -476942.993318 + Penalty 2746.036320 = -474196.956998
  nChanged 179
		SP:Iteration 8Q (135306.990000 sec): 3 clusters
  Score: Raw -477064.016582 + Penalty 2746.036320 = -474317.980262
  nChanged 168
		SP:Iteration 9Q (135307.160000 sec): 3 clusters
  Score: Raw -477181.176737 + Penalty 2746.036320 = -474435.140417
  nChanged 150
		SP:Iteration 10Q (135307.340000 sec): 3 clusters
  Score: Raw -477296.879069 + Penalty 2746.036320 = -474550.842749
  nChanged 133
		SP:Iteration 11Q (135307.520000 sec): 3 clusters
  Score: Raw -477403.682647 + Penalty 2746.036320 = -474657.646327
  nChanged 128
		SP:Iteration 12Q (135307.690000 sec): 3 clusters
  Score: Raw -477525.556302 + Penalty 2746.036320 = -474779.519982
  nChanged 108
		SP:Iteration 13Q (135307.870000 sec): 3 clusters
  Score: Raw -477634.566043 + Penalty 2746.036320 = -474888.529723
  nChanged 87
		SP:Iteration 14Q (135308.050000 sec): 3 clusters
  Score: Raw -477696.126063 + Penalty 2746.036320 = -474950.089743
  nChanged 54
		SP:Iteration 15Q (135308.220000 sec): 3 clusters
  Score: Raw -477740.523889 + Penalty 2746.036320 = -474994.487569
  nChanged 37
		SP:Iteration 16Q (135308.400000 sec): 3 clusters
  Score: Raw -477775.219917 + Penalty 2746.036320 = -475029.183596
  nChanged 40
		SP:Iteration 17Q (135308.570000 sec): 3 clusters
  Score: Raw -477815.280688 + Penalty 2746.036320 = -475069.244368
  nChanged 41
		SP:Iteration 18Q (135308.750000 sec): 3 clusters
  Score: Raw -477846.820928 + Penalty 2746.036320 = -475100.784607
  nChanged 28
		SP:Iteration 19Q (135308.930000 sec): 3 clusters
  Score: Raw -477863.331322 + Penalty 2746.036320 = -475117.295001
  nChanged 14
		SP:Iteration 20F (135309.100000 sec): 3 clusters
  Score: Raw -477870.525535 + Penalty 2746.036320 = -475124.489214
  nChanged 10
		SP:Iteration 21Q (135309.280000 sec): 3 clusters
  Score: Raw -477875.683262 + Penalty 2746.036320 = -475129.646941
  nChanged 6
		SP:Iteration 22Q (135309.450000 sec): 3 clusters
  Score: Raw -477878.220667 + Penalty 2746.036320 = -475132.184347
  nChanged 5
		SP:Iteration 23Q (135309.680000 sec): 3 clusters
  Score: Raw -477881.157824 + Penalty 2746.036320 = -475135.121503
  nChanged 7
		SP:Iteration 24Q (135309.830000 sec): 3 clusters
  Score: Raw -477884.449118 + Penalty 2746.036320 = -475138.412798
  nChanged 5
		SP:Iteration 25Q (135310.050000 sec): 3 clusters
  Score: Raw -477886.714210 + Penalty 2746.036320 = -475140.677889
  nChanged 3
		SP:Iteration 26Q (135310.190000 sec): 3 clusters
  Score: Raw -477888.553710 + Penalty 2746.036320 = -475142.517390
  nChanged 3
		SP:Iteration 27Q (135310.420000 sec): 3 clusters
  Score: Raw -477889.927292 + Penalty 2746.036320 = -475143.890972
  nChanged 0
		SP:Iteration 28F (135310.560000 sec): 3 clusters
  Score: Raw -477889.927292 + Penalty 2746.036320 = -475143.890972
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (4701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135310.660000 sec): 2 clusters
  Score: Raw -337415.150120 + Penalty 1374.023711 = -336041.126408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135310.840000 sec): 3 clusters
  Score: Raw -334973.670152 + Penalty 2748.047423 = -332225.622729
  nChanged 1946
		SP:Iteration 1F (135311.010000 sec): 3 clusters
  Score: Raw -336430.892284 + Penalty 2748.047423 = -333682.844862
  nChanged 461
		SP:Iteration 2F (135311.190000 sec): 3 clusters
  Score: Raw -336859.441931 + Penalty 2748.047423 = -334111.394508
  nChanged 368
		SP:Iteration 3F (135311.370000 sec): 3 clusters
  Score: Raw -337171.035033 + Penalty 2748.047423 = -334422.987610
  nChanged 259
		SP:Iteration 4F (135311.540000 sec): 3 clusters
  Score: Raw -337339.201408 + Penalty 2748.047423 = -334591.153986
  nChanged 182
		SP:Iteration 5Q (135311.720000 sec): 3 clusters
  Score: Raw -337456.105259 + Penalty 2748.047423 = -334708.057836
  nChanged 139
		SP:Iteration 6Q (135311.890000 sec): 3 clusters
  Score: Raw -337540.822805 + Penalty 2748.047423 = -334792.775382
  nChanged 116
		SP:Iteration 7Q (135312.070000 sec): 3 clusters
  Score: Raw -337606.509834 + Penalty 2748.047423 = -334858.462412
  nChanged 103
		SP:Iteration 8Q (135312.250000 sec): 3 clusters
  Score: Raw -337662.403343 + Penalty 2748.047423 = -334914.355920
  nChanged 74
		SP:Iteration 9Q (135312.330000 sec): 3 clusters
  Score: Raw -337688.330518 + Penalty 2748.047423 = -334940.283095
  nChanged 58
		SP:Iteration 10Q (135312.420000 sec): 3 clusters
  Score: Raw -337705.399955 + Penalty 2748.047423 = -334957.352532
  nChanged 41
		SP:Iteration 11Q (135312.510000 sec): 3 clusters
  Score: Raw -337718.886670 + Penalty 2748.047423 = -334970.839247
  nChanged 39
		SP:Iteration 12Q (135312.590000 sec): 3 clusters
  Score: Raw -337728.937852 + Penalty 2748.047423 = -334980.890429
  nChanged 28
		SP:Iteration 13Q (135312.680000 sec): 3 clusters
  Score: Raw -337737.402716 + Penalty 2748.047423 = -334989.355294
  nChanged 34
		SP:Iteration 14Q (135312.770000 sec): 3 clusters
  Score: Raw -337747.941347 + Penalty 2748.047423 = -334999.893925
  nChanged 35
		SP:Iteration 15Q (135312.850000 sec): 3 clusters
  Score: Raw -337759.627774 + Penalty 2748.047423 = -335011.580351
  nChanged 31
		SP:Iteration 16Q (135312.940000 sec): 3 clusters
  Score: Raw -337771.921775 + Penalty 2748.047423 = -335023.874352
  nChanged 32
		SP:Iteration 17Q (135313.030000 sec): 3 clusters
  Score: Raw -337782.706731 + Penalty 2748.047423 = -335034.659308
  nChanged 29
		SP:Iteration 18Q (135313.110000 sec): 3 clusters
  Score: Raw -337789.230110 + Penalty 2748.047423 = -335041.182688
  nChanged 12
		SP:Iteration 19Q (135313.200000 sec): 3 clusters
  Score: Raw -337792.521584 + Penalty 2748.047423 = -335044.474161
  nChanged 13
		SP:Iteration 20F (135313.290000 sec): 3 clusters
  Score: Raw -337795.351312 + Penalty 2748.047423 = -335047.303890
  nChanged 12
		SP:Iteration 21Q (135313.370000 sec): 3 clusters
  Score: Raw -337798.198388 + Penalty 2748.047423 = -335050.150965
  nChanged 12
		SP:Iteration 22Q (135313.460000 sec): 3 clusters
  Score: Raw -337800.735494 + Penalty 2748.047423 = -335052.688072
  nChanged 9
		SP:Iteration 23Q (135313.550000 sec): 3 clusters
  Score: Raw -337803.005554 + Penalty 2748.047423 = -335054.958132
  nChanged 8
		SP:Iteration 24Q (135313.630000 sec): 3 clusters
  Score: Raw -337804.063199 + Penalty 2748.047423 = -335056.015776
  nChanged 4
		SP:Iteration 25Q (135313.720000 sec): 3 clusters
  Score: Raw -337804.753346 + Penalty 2748.047423 = -335056.705923
  nChanged 5
		SP:Iteration 26Q (135313.810000 sec): 3 clusters
  Score: Raw -337805.711448 + Penalty 2748.047423 = -335057.664026
  nChanged 2
		SP:Iteration 27Q (135313.890000 sec): 3 clusters
  Score: Raw -337806.240786 + Penalty 2748.047423 = -335058.193363
  nChanged 3
		SP:Iteration 28Q (135313.980000 sec): 3 clusters
  Score: Raw -337807.852101 + Penalty 2748.047423 = -335059.804678
  nChanged 6
		SP:Iteration 29Q (135314.070000 sec): 3 clusters
  Score: Raw -337809.041779 + Penalty 2748.047423 = -335060.994356
  nChanged 5
		SP:Iteration 30Q (135314.230000 sec): 3 clusters
  Score: Raw -337809.630474 + Penalty 2748.047423 = -335061.583051
  nChanged 2
		SP:Iteration 31Q (135314.320000 sec): 3 clusters
  Score: Raw -337810.068196 + Penalty 2748.047423 = -335062.020774
  nChanged 4
		SP:Iteration 32Q (135314.410000 sec): 3 clusters
  Score: Raw -337810.951900 + Penalty 2748.047423 = -335062.904477
  nChanged 2
		SP:Iteration 33Q (135314.490000 sec): 3 clusters
  Score: Raw -337811.162491 + Penalty 2748.047423 = -335063.115068
  nChanged 0
		SP:Iteration 34F (135314.580000 sec): 3 clusters
  Score: Raw -337811.162491 + Penalty 2748.047423 = -335063.115068
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (4461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135314.670000 sec): 2 clusters
  Score: Raw -307494.152791 + Penalty 1365.508338 = -306128.644453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135314.850000 sec): 3 clusters
  Score: Raw -305191.399199 + Penalty 2731.016676 = -302460.382523
  nChanged 1816
		SP:Iteration 1F (135315.020000 sec): 3 clusters
  Score: Raw -306498.805520 + Penalty 2731.016676 = -303767.788844
  nChanged 444
		SP:Iteration 2F (135315.200000 sec): 3 clusters
  Score: Raw -306893.700462 + Penalty 2731.016676 = -304162.683785
  nChanged 360
		SP:Iteration 3F (135315.370000 sec): 3 clusters
  Score: Raw -307225.001342 + Penalty 2731.016676 = -304493.984665
  nChanged 296
		SP:Iteration 4F (135315.550000 sec): 3 clusters
  Score: Raw -307455.822638 + Penalty 2731.016676 = -304724.805962
  nChanged 206
		SP:Iteration 5Q (135315.730000 sec): 3 clusters
  Score: Raw -307588.777817 + Penalty 2731.016676 = -304857.761141
  nChanged 147
		SP:Iteration 6Q (135315.900000 sec): 3 clusters
  Score: Raw -307670.305059 + Penalty 2731.016676 = -304939.288382
  nChanged 110
		SP:Iteration 7Q (135316.080000 sec): 3 clusters
  Score: Raw -307733.497048 + Penalty 2731.016676 = -305002.480372
  nChanged 96
		SP:Iteration 8Q (135316.250000 sec): 3 clusters
  Score: Raw -307776.663924 + Penalty 2731.016676 = -305045.647247
  nChanged 72
		SP:Iteration 9Q (135316.360000 sec): 3 clusters
  Score: Raw -307807.089155 + Penalty 2731.016676 = -305076.072478
  nChanged 56
		SP:Iteration 10Q (135316.440000 sec): 3 clusters
  Score: Raw -307834.681319 + Penalty 2731.016676 = -305103.664643
  nChanged 61
		SP:Iteration 11Q (135316.520000 sec): 3 clusters
  Score: Raw -307859.442911 + Penalty 2731.016676 = -305128.426234
  nChanged 40
		SP:Iteration 12Q (135316.600000 sec): 3 clusters
  Score: Raw -307881.401195 + Penalty 2731.016676 = -305150.384518
  nChanged 50
		SP:Iteration 13Q (135316.690000 sec): 3 clusters
  Score: Raw -307907.186885 + Penalty 2731.016676 = -305176.170208
  nChanged 45
		SP:Iteration 14Q (135316.770000 sec): 3 clusters
  Score: Raw -307923.618002 + Penalty 2731.016676 = -305192.601326
  nChanged 29
		SP:Iteration 15Q (135316.850000 sec): 3 clusters
  Score: Raw -307934.421404 + Penalty 2731.016676 = -305203.404728
  nChanged 26
		SP:Iteration 16Q (135316.970000 sec): 3 clusters
  Score: Raw -307943.907588 + Penalty 2731.016676 = -305212.890912
  nChanged 30
		SP:Iteration 17Q (135317.150000 sec): 3 clusters
  Score: Raw -307955.866721 + Penalty 2731.016676 = -305224.850045
  nChanged 25
		SP:Iteration 18Q (135317.320000 sec): 3 clusters
  Score: Raw -307967.655981 + Penalty 2731.016676 = -305236.639305
  nChanged 22
		SP:Iteration 19Q (135317.500000 sec): 3 clusters
  Score: Raw -307974.473048 + Penalty 2731.016676 = -305243.456371
  nChanged 20
		SP:Iteration 20F (135317.670000 sec): 3 clusters
  Score: Raw -307981.937323 + Penalty 2731.016676 = -305250.920646
  nChanged 16
		SP:Iteration 21Q (135317.850000 sec): 3 clusters
  Score: Raw -307989.069612 + Penalty 2731.016676 = -305258.052936
  nChanged 13
		SP:Iteration 22Q (135318.030000 sec): 3 clusters
  Score: Raw -307994.798846 + Penalty 2731.016676 = -305263.782170
  nChanged 17
		SP:Iteration 23Q (135318.200000 sec): 3 clusters
  Score: Raw -308002.252398 + Penalty 2731.016676 = -305271.235721
  nChanged 20
		SP:Iteration 24Q (135318.370000 sec): 3 clusters
  Score: Raw -308011.642711 + Penalty 2731.016676 = -305280.626034
  nChanged 28
		SP:Iteration 25Q (135318.550000 sec): 3 clusters
  Score: Raw -308023.117957 + Penalty 2731.016676 = -305292.101281
  nChanged 21
		SP:Iteration 26Q (135318.730000 sec): 3 clusters
  Score: Raw -308030.274494 + Penalty 2731.016676 = -305299.257817
  nChanged 12
		SP:Iteration 27Q (135318.900000 sec): 3 clusters
  Score: Raw -308035.976520 + Penalty 2731.016676 = -305304.959844
  nChanged 21
		SP:Iteration 28Q (135319.080000 sec): 3 clusters
  Score: Raw -308046.927402 + Penalty 2731.016676 = -305315.910725
  nChanged 23
		SP:Iteration 29Q (135319.250000 sec): 3 clusters
  Score: Raw -308054.927685 + Penalty 2731.016676 = -305323.911008
  nChanged 17
		SP:Iteration 30Q (135319.430000 sec): 3 clusters
  Score: Raw -308060.593164 + Penalty 2731.016676 = -305329.576488
  nChanged 13
		SP:Iteration 31Q (135319.610000 sec): 3 clusters
  Score: Raw -308065.833586 + Penalty 2731.016676 = -305334.816909
  nChanged 12
		SP:Iteration 32Q (135319.780000 sec): 3 clusters
  Score: Raw -308069.673500 + Penalty 2731.016676 = -305338.656824
  nChanged 16
		SP:Iteration 33Q (135319.960000 sec): 3 clusters
  Score: Raw -308075.286402 + Penalty 2731.016676 = -305344.269726
  nChanged 16
		SP:Iteration 34Q (135320.130000 sec): 3 clusters
  Score: Raw -308080.486689 + Penalty 2731.016676 = -305349.470013
  nChanged 11
		SP:Iteration 35Q (135320.280000 sec): 3 clusters
  Score: Raw -308084.848902 + Penalty 2731.016676 = -305353.832226
  nChanged 12
		SP:Iteration 36Q (135320.360000 sec): 3 clusters
  Score: Raw -308089.254372 + Penalty 2731.016676 = -305358.237696
  nChanged 9
		SP:Iteration 37Q (135320.440000 sec): 3 clusters
  Score: Raw -308091.651916 + Penalty 2731.016676 = -305360.635239
  nChanged 6
		SP:Iteration 38Q (135320.520000 sec): 3 clusters
  Score: Raw -308093.162976 + Penalty 2731.016676 = -305362.146300
  nChanged 7
		SP:Iteration 39Q (135320.600000 sec): 3 clusters
  Score: Raw -308095.790321 + Penalty 2731.016676 = -305364.773644
  nChanged 7
		SP:Iteration 40F (135320.690000 sec): 3 clusters
  Score: Raw -308098.619652 + Penalty 2731.016676 = -305367.602976
  nChanged 6
		SP:Iteration 41Q (135320.770000 sec): 3 clusters
  Score: Raw -308100.560847 + Penalty 2731.016676 = -305369.544171
  nChanged 5
		SP:Iteration 42Q (135320.850000 sec): 3 clusters
  Score: Raw -308102.468680 + Penalty 2731.016676 = -305371.452004
  nChanged 5
		SP:Iteration 43Q (135320.930000 sec): 3 clusters
  Score: Raw -308104.202092 + Penalty 2731.016676 = -305373.185416
  nChanged 4
		SP:Iteration 44Q (135321.120000 sec): 3 clusters
  Score: Raw -308105.299892 + Penalty 2731.016676 = -305374.283216
  nChanged 4
		SP:Iteration 45Q (135321.290000 sec): 3 clusters
  Score: Raw -308106.349953 + Penalty 2731.016676 = -305375.333276
  nChanged 6
		SP:Iteration 46Q (135321.470000 sec): 3 clusters
  Score: Raw -308109.570837 + Penalty 2731.016676 = -305378.554161
  nChanged 8
		SP:Iteration 47Q (135321.650000 sec): 3 clusters
  Score: Raw -308111.598313 + Penalty 2731.016676 = -305380.581637
  nChanged 6
		SP:Iteration 48Q (135321.820000 sec): 3 clusters
  Score: Raw -308113.948909 + Penalty 2731.016676 = -305382.932233
  nChanged 4
		SP:Iteration 49Q (135322.000000 sec): 3 clusters
  Score: Raw -308115.528493 + Penalty 2731.016676 = -305384.511817
  nChanged 4
		SP:Iteration 50Q (135322.170000 sec): 3 clusters
  Score: Raw -308117.361170 + Penalty 2731.016676 = -305386.344494
  nChanged 5
		SP:Iteration 51Q (135322.350000 sec): 3 clusters
  Score: Raw -308119.452232 + Penalty 2731.016676 = -305388.435556
  nChanged 1
		SP:Iteration 52Q (135322.530000 sec): 3 clusters
  Score: Raw -308119.882130 + Penalty 2731.016676 = -305388.865454
  nChanged 0
		SP:Iteration 53F (135322.700000 sec): 3 clusters
  Score: Raw -308119.882130 + Penalty 2731.016676 = -305388.865454
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (2442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135322.770000 sec): 2 clusters
  Score: Raw -204994.717943 + Penalty 1267.593056 = -203727.124886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135322.950000 sec): 3 clusters
  Score: Raw -203878.468713 + Penalty 2535.186113 = -201343.282600
  nChanged 896
		SP:Iteration 1F (135323.130000 sec): 3 clusters
  Score: Raw -204506.399483 + Penalty 2535.186113 = -201971.213370
  nChanged 213
		SP:Iteration 2F (135323.300000 sec): 3 clusters
  Score: Raw -204655.263953 + Penalty 2535.186113 = -202120.077840
  nChanged 132
		SP:Iteration 3F (135323.480000 sec): 3 clusters
  Score: Raw -204766.432979 + Penalty 2535.186113 = -202231.246866
  nChanged 132
		SP:Iteration 4F (135323.650000 sec): 3 clusters
  Score: Raw -204867.466521 + Penalty 2535.186113 = -202332.280408
  nChanged 116
		SP:Iteration 5Q (135323.830000 sec): 3 clusters
  Score: Raw -204952.836551 + Penalty 2535.186113 = -202417.650438
  nChanged 87
		SP:Iteration 6Q (135324.010000 sec): 3 clusters
  Score: Raw -205003.529057 + Penalty 2535.186113 = -202468.342944
  nChanged 63
		SP:Iteration 7Q (135324.180000 sec): 3 clusters
  Score: Raw -205040.601696 + Penalty 2535.186113 = -202505.415583
  nChanged 50
		SP:Iteration 8Q (135324.360000 sec): 3 clusters
  Score: Raw -205066.384769 + Penalty 2535.186113 = -202531.198656
  nChanged 43
		SP:Iteration 9Q (135324.530000 sec): 3 clusters
  Score: Raw -205092.214489 + Penalty 2535.186113 = -202557.028376
  nChanged 36
		SP:Iteration 10Q (135324.710000 sec): 3 clusters
  Score: Raw -205113.574763 + Penalty 2535.186113 = -202578.388650
  nChanged 37
		SP:Iteration 11Q (135324.890000 sec): 3 clusters
  Score: Raw -205138.094206 + Penalty 2535.186113 = -202602.908093
  nChanged 31
		SP:Iteration 12Q (135325.060000 sec): 3 clusters
  Score: Raw -205155.463162 + Penalty 2535.186113 = -202620.277049
  nChanged 17
		SP:Iteration 13Q (135325.240000 sec): 3 clusters
  Score: Raw -205165.266339 + Penalty 2535.186113 = -202630.080227
  nChanged 19
		SP:Iteration 14Q (135325.410000 sec): 3 clusters
  Score: Raw -205173.809613 + Penalty 2535.186113 = -202638.623500
  nChanged 15
		SP:Iteration 15Q (135325.590000 sec): 3 clusters
  Score: Raw -205179.857066 + Penalty 2535.186113 = -202644.670954
  nChanged 7
		SP:Iteration 16Q (135325.770000 sec): 3 clusters
  Score: Raw -205182.352473 + Penalty 2535.186113 = -202647.166360
  nChanged 4
		SP:Iteration 17Q (135325.940000 sec): 3 clusters
  Score: Raw -205183.660352 + Penalty 2535.186113 = -202648.474239
  nChanged 5
		SP:Iteration 18Q (135326.120000 sec): 3 clusters
  Score: Raw -205185.335706 + Penalty 2535.186113 = -202650.149593
  nChanged 5
		SP:Iteration 19Q (135326.290000 sec): 3 clusters
  Score: Raw -205186.940214 + Penalty 2535.186113 = -202651.754101
  nChanged 5
		SP:Iteration 20F (135326.470000 sec): 3 clusters
  Score: Raw -205189.182814 + Penalty 2535.186113 = -202653.996702
  nChanged 4
		SP:Iteration 21Q (135326.640000 sec): 3 clusters
  Score: Raw -205191.651022 + Penalty 2535.186113 = -202656.464909
  nChanged 2
		SP:Iteration 22Q (135326.820000 sec): 3 clusters
  Score: Raw -205192.878575 + Penalty 2535.186113 = -202657.692462
  nChanged 3
		SP:Iteration 23Q (135326.990000 sec): 3 clusters
  Score: Raw -205194.562375 + Penalty 2535.186113 = -202659.376263
  nChanged 3
		SP:Iteration 24Q (135327.170000 sec): 3 clusters
  Score: Raw -205195.485828 + Penalty 2535.186113 = -202660.299716
  nChanged 5
		SP:Iteration 25Q (135327.350000 sec): 3 clusters
  Score: Raw -205198.120212 + Penalty 2535.186113 = -202662.934100
  nChanged 1
		SP:Iteration 26Q (135327.520000 sec): 3 clusters
  Score: Raw -205198.369669 + Penalty 2535.186113 = -202663.183556
  nChanged 1
		SP:Iteration 27Q (135327.700000 sec): 3 clusters
  Score: Raw -205198.648812 + Penalty 2535.186113 = -202663.462699
  nChanged 0
		SP:Iteration 28F (135327.870000 sec): 3 clusters
  Score: Raw -205198.648812 + Penalty 2535.186113 = -202663.462699
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (2862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135327.950000 sec): 2 clusters
  Score: Raw -219382.403702 + Penalty 1293.382344 = -218089.021358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135328.130000 sec): 3 clusters
  Score: Raw -218116.036511 + Penalty 2586.764687 = -215529.271824
  nChanged 1025
		SP:Iteration 1F (135328.300000 sec): 3 clusters
  Score: Raw -218798.367552 + Penalty 2586.764687 = -216211.602865
  nChanged 228
		SP:Iteration 2F (135328.480000 sec): 3 clusters
  Score: Raw -218952.656282 + Penalty 2586.764687 = -216365.891595
  nChanged 156
		SP:Iteration 3F (135328.650000 sec): 3 clusters
  Score: Raw -219081.925291 + Penalty 2586.764687 = -216495.160604
  nChanged 132
		SP:Iteration 4Q (135328.830000 sec): 3 clusters
  Score: Raw -219181.204769 + Penalty 2586.764687 = -216594.440082
  nChanged 103
		SP:Iteration 5Q (135329.010000 sec): 3 clusters
  Score: Raw -219266.391648 + Penalty 2586.764687 = -216679.626961
  nChanged 111
		SP:Iteration 6Q (135329.180000 sec): 3 clusters
  Score: Raw -219356.646392 + Penalty 2586.764687 = -216769.881705
  nChanged 102
		SP:Iteration 7Q (135329.360000 sec): 3 clusters
  Score: Raw -219440.552196 + Penalty 2586.764687 = -216853.787509
  nChanged 86
		SP:Iteration 8Q (135329.530000 sec): 3 clusters
  Score: Raw -219496.300739 + Penalty 2586.764687 = -216909.536052
  nChanged 68
		SP:Iteration 9Q (135329.710000 sec): 3 clusters
  Score: Raw -219544.254121 + Penalty 2586.764687 = -216957.489434
  nChanged 68
		SP:Iteration 10Q (135329.890000 sec): 3 clusters
  Score: Raw -219588.882136 + Penalty 2586.764687 = -217002.117449
  nChanged 63
		SP:Iteration 11Q (135330.060000 sec): 3 clusters
  Score: Raw -219623.969540 + Penalty 2586.764687 = -217037.204852
  nChanged 43
		SP:Iteration 12Q (135330.240000 sec): 3 clusters
  Score: Raw -219650.519279 + Penalty 2586.764687 = -217063.754592
  nChanged 35
		SP:Iteration 13Q (135330.410000 sec): 3 clusters
  Score: Raw -219669.339865 + Penalty 2586.764687 = -217082.575178
  nChanged 29
		SP:Iteration 14Q (135330.590000 sec): 3 clusters
  Score: Raw -219683.681283 + Penalty 2586.764687 = -217096.916596
  nChanged 24
		SP:Iteration 15Q (135330.770000 sec): 3 clusters
  Score: Raw -219694.419486 + Penalty 2586.764687 = -217107.654799
  nChanged 19
		SP:Iteration 16Q (135330.940000 sec): 3 clusters
  Score: Raw -219702.209808 + Penalty 2586.764687 = -217115.445121
  nChanged 13
		SP:Iteration 17Q (135331.120000 sec): 3 clusters
  Score: Raw -219707.105927 + Penalty 2586.764687 = -217120.341240
  nChanged 15
		SP:Iteration 18Q (135331.290000 sec): 3 clusters
  Score: Raw -219712.926242 + Penalty 2586.764687 = -217126.161555
  nChanged 10
		SP:Iteration 19Q (135331.470000 sec): 3 clusters
  Score: Raw -219719.325092 + Penalty 2586.764687 = -217132.560405
  nChanged 13
		SP:Iteration 20F (135331.640000 sec): 3 clusters
  Score: Raw -219724.851569 + Penalty 2586.764687 = -217138.086882
  nChanged 13
		SP:Iteration 21Q (135331.810000 sec): 3 clusters
  Score: Raw -219729.435553 + Penalty 2586.764687 = -217142.670866
  nChanged 9
		SP:Iteration 22Q (135331.970000 sec): 3 clusters
  Score: Raw -219732.765295 + Penalty 2586.764687 = -217146.000608
  nChanged 11
		SP:Iteration 23Q (135332.140000 sec): 3 clusters
  Score: Raw -219736.289847 + Penalty 2586.764687 = -217149.525160
  nChanged 7
		SP:Iteration 24Q (135332.300000 sec): 3 clusters
  Score: Raw -219738.282681 + Penalty 2586.764687 = -217151.517994
  nChanged 3
		SP:Iteration 25Q (135332.460000 sec): 3 clusters
  Score: Raw -219738.876022 + Penalty 2586.764687 = -217152.111335
  nChanged 2
		SP:Iteration 26Q (135332.640000 sec): 3 clusters
  Score: Raw -219739.543739 + Penalty 2586.764687 = -217152.779052
  nChanged 2
		SP:Iteration 27Q (135332.810000 sec): 3 clusters
  Score: Raw -219740.527108 + Penalty 2586.764687 = -217153.762421
  nChanged 4
		SP:Iteration 28Q (135332.990000 sec): 3 clusters
  Score: Raw -219742.302698 + Penalty 2586.764687 = -217155.538011
  nChanged 8
		SP:Iteration 29Q (135333.170000 sec): 3 clusters
  Score: Raw -219744.779450 + Penalty 2586.764687 = -217158.014763
  nChanged 7
		SP:Iteration 30Q (135333.340000 sec): 3 clusters
  Score: Raw -219747.124045 + Penalty 2586.764687 = -217160.359358
  nChanged 5
		SP:Iteration 31Q (135333.520000 sec): 3 clusters
  Score: Raw -219748.477524 + Penalty 2586.764687 = -217161.712837
  nChanged 6
		SP:Iteration 32Q (135333.690000 sec): 3 clusters
  Score: Raw -219751.141506 + Penalty 2586.764687 = -217164.376819
  nChanged 8
		SP:Iteration 33Q (135333.870000 sec): 3 clusters
  Score: Raw -219753.975243 + Penalty 2586.764687 = -217167.210555
  nChanged 10
		SP:Iteration 34Q (135334.040000 sec): 3 clusters
  Score: Raw -219757.230696 + Penalty 2586.764687 = -217170.466009
  nChanged 8
		SP:Iteration 35Q (135334.220000 sec): 3 clusters
  Score: Raw -219759.307705 + Penalty 2586.764687 = -217172.543018
  nChanged 6
		SP:Iteration 36Q (135334.390000 sec): 3 clusters
  Score: Raw -219761.143146 + Penalty 2586.764687 = -217174.378459
  nChanged 4
		SP:Iteration 37Q (135334.570000 sec): 3 clusters
  Score: Raw -219762.669632 + Penalty 2586.764687 = -217175.904945
  nChanged 3
		SP:Iteration 38Q (135334.750000 sec): 3 clusters
  Score: Raw -219763.743240 + Penalty 2586.764687 = -217176.978553
  nChanged 3
		SP:Iteration 39Q (135334.920000 sec): 3 clusters
  Score: Raw -219765.123823 + Penalty 2586.764687 = -217178.359136
  nChanged 5
		SP:Iteration 40F (135335.100000 sec): 3 clusters
  Score: Raw -219769.333864 + Penalty 2586.764687 = -217182.569177
  nChanged 6
		SP:Iteration 41Q (135335.270000 sec): 3 clusters
  Score: Raw -219772.622464 + Penalty 2586.764687 = -217185.857777
  nChanged 3
		SP:Iteration 42Q (135335.450000 sec): 3 clusters
  Score: Raw -219774.223513 + Penalty 2586.764687 = -217187.458826
  nChanged 5
		SP:Iteration 43Q (135335.630000 sec): 3 clusters
  Score: Raw -219776.319992 + Penalty 2586.764687 = -217189.555305
  nChanged 7
		SP:Iteration 44Q (135335.800000 sec): 3 clusters
  Score: Raw -219778.689168 + Penalty 2586.764687 = -217191.924481
  nChanged 3
		SP:Iteration 45Q (135335.980000 sec): 3 clusters
  Score: Raw -219779.230778 + Penalty 2586.764687 = -217192.466091
  nChanged 2
		SP:Iteration 46Q (135336.150000 sec): 3 clusters
  Score: Raw -219780.522292 + Penalty 2586.764687 = -217193.757605
  nChanged 3
		SP:Iteration 47Q (135336.330000 sec): 3 clusters
  Score: Raw -219781.621480 + Penalty 2586.764687 = -217194.856793
  nChanged 3
		SP:Iteration 48Q (135336.510000 sec): 3 clusters
  Score: Raw -219782.906602 + Penalty 2586.764687 = -217196.141915
  nChanged 3
		SP:Iteration 49Q (135336.680000 sec): 3 clusters
  Score: Raw -219784.058269 + Penalty 2586.764687 = -217197.293582
  nChanged 2
		SP:Iteration 50Q (135336.860000 sec): 3 clusters
  Score: Raw -219784.963226 + Penalty 2586.764687 = -217198.198539
  nChanged 3
		SP:Iteration 51Q (135337.030000 sec): 3 clusters
  Score: Raw -219785.806426 + Penalty 2586.764687 = -217199.041739
  nChanged 2
		SP:Iteration 52Q (135337.210000 sec): 3 clusters
  Score: Raw -219786.489473 + Penalty 2586.764687 = -217199.724786
  nChanged 2
		SP:Iteration 53Q (135337.390000 sec): 3 clusters
  Score: Raw -219787.023541 + Penalty 2586.764687 = -217200.258853
  nChanged 3
		SP:Iteration 54Q (135337.560000 sec): 3 clusters
  Score: Raw -219787.707138 + Penalty 2586.764687 = -217200.942451
  nChanged 1
		SP:Iteration 55Q (135337.740000 sec): 3 clusters
  Score: Raw -219787.908088 + Penalty 2586.764687 = -217201.143401
  nChanged 0
		SP:Iteration 56F (135337.910000 sec): 3 clusters
  Score: Raw -219787.908088 + Penalty 2586.764687 = -217201.143401
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (5133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135338.040000 sec): 2 clusters
  Score: Raw -421012.837201 + Penalty 1388.309904 = -419624.527297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135338.250000 sec): 3 clusters
  Score: Raw -418346.374147 + Penalty 2776.619808 = -415569.754339
  nChanged 2060
		SP:Iteration 1F (135338.430000 sec): 3 clusters
  Score: Raw -419648.175195 + Penalty 2776.619808 = -416871.555387
  nChanged 433
		SP:Iteration 2F (135338.610000 sec): 3 clusters
  Score: Raw -419971.774174 + Penalty 2776.619808 = -417195.154367
  nChanged 345
		SP:Iteration 3F (135338.780000 sec): 3 clusters
  Score: Raw -420176.834219 + Penalty 2776.619808 = -417400.214411
  nChanged 270
		SP:Iteration 4F (135338.950000 sec): 3 clusters
  Score: Raw -420323.955592 + Penalty 2776.619808 = -417547.335784
  nChanged 221
		SP:Iteration 5Q (135339.130000 sec): 3 clusters
  Score: Raw -420459.125294 + Penalty 2776.619808 = -417682.505486
  nChanged 198
		SP:Iteration 6Q (135339.300000 sec): 3 clusters
  Score: Raw -420585.118112 + Penalty 2776.619808 = -417808.498305
  nChanged 189
		SP:Iteration 7Q (135339.470000 sec): 3 clusters
  Score: Raw -420702.660741 + Penalty 2776.619808 = -417926.040933
  nChanged 176
		SP:Iteration 8Q (135339.650000 sec): 3 clusters
  Score: Raw -420811.415252 + Penalty 2776.619808 = -418034.795444
  nChanged 145
		SP:Iteration 9Q (135339.820000 sec): 3 clusters
  Score: Raw -420891.425231 + Penalty 2776.619808 = -418114.805423
  nChanged 144
		SP:Iteration 10Q (135340.000000 sec): 3 clusters
  Score: Raw -420969.918981 + Penalty 2776.619808 = -418193.299173
  nChanged 133
		SP:Iteration 11Q (135340.180000 sec): 3 clusters
  Score: Raw -421039.174172 + Penalty 2776.619808 = -418262.554364
  nChanged 117
		SP:Iteration 12Q (135340.350000 sec): 3 clusters
  Score: Raw -421098.966832 + Penalty 2776.619808 = -418322.347024
  nChanged 111
		SP:Iteration 13Q (135340.520000 sec): 3 clusters
  Score: Raw -421146.517275 + Penalty 2776.619808 = -418369.897467
  nChanged 83
		SP:Iteration 14Q (135340.700000 sec): 3 clusters
  Score: Raw -421171.764949 + Penalty 2776.619808 = -418395.145141
  nChanged 52
		SP:Iteration 15Q (135340.880000 sec): 3 clusters
  Score: Raw -421191.387749 + Penalty 2776.619808 = -418414.767941
  nChanged 47
		SP:Iteration 16Q (135341.050000 sec): 3 clusters
  Score: Raw -421207.051283 + Penalty 2776.619808 = -418430.431476
  nChanged 45
		SP:Iteration 17Q (135341.220000 sec): 3 clusters
  Score: Raw -421222.336741 + Penalty 2776.619808 = -418445.716933
  nChanged 44
		SP:Iteration 18Q (135341.420000 sec): 3 clusters
  Score: Raw -421234.365280 + Penalty 2776.619808 = -418457.745472
  nChanged 38
		SP:Iteration 19Q (135341.620000 sec): 3 clusters
  Score: Raw -421242.109755 + Penalty 2776.619808 = -418465.489948
  nChanged 16
		SP:Iteration 20F (135341.790000 sec): 3 clusters
  Score: Raw -421245.422291 + Penalty 2776.619808 = -418468.802483
  nChanged 21
		SP:Iteration 21Q (135341.970000 sec): 3 clusters
  Score: Raw -421251.364580 + Penalty 2776.619808 = -418474.744772
  nChanged 20
		SP:Iteration 22Q (135342.140000 sec): 3 clusters
  Score: Raw -421257.442762 + Penalty 2776.619808 = -418480.822954
  nChanged 17
		SP:Iteration 23Q (135342.320000 sec): 3 clusters
  Score: Raw -421261.535799 + Penalty 2776.619808 = -418484.915991
  nChanged 13
		SP:Iteration 24Q (135342.490000 sec): 3 clusters
  Score: Raw -421265.197012 + Penalty 2776.619808 = -418488.577204
  nChanged 12
		SP:Iteration 25Q (135342.670000 sec): 3 clusters
  Score: Raw -421268.004552 + Penalty 2776.619808 = -418491.384744
  nChanged 16
		SP:Iteration 26Q (135342.840000 sec): 3 clusters
  Score: Raw -421273.574203 + Penalty 2776.619808 = -418496.954395
  nChanged 18
		SP:Iteration 27Q (135343.020000 sec): 3 clusters
  Score: Raw -421277.501935 + Penalty 2776.619808 = -418500.882127
  nChanged 12
		SP:Iteration 28Q (135343.190000 sec): 3 clusters
  Score: Raw -421280.081679 + Penalty 2776.619808 = -418503.461871
  nChanged 6
		SP:Iteration 29Q (135343.370000 sec): 3 clusters
  Score: Raw -421281.431750 + Penalty 2776.619808 = -418504.811942
  nChanged 7
		SP:Iteration 30Q (135343.540000 sec): 3 clusters
  Score: Raw -421283.100628 + Penalty 2776.619808 = -418506.480820
  nChanged 11
		SP:Iteration 31Q (135343.720000 sec): 3 clusters
  Score: Raw -421285.994025 + Penalty 2776.619808 = -418509.374217
  nChanged 6
		SP:Iteration 32Q (135343.890000 sec): 3 clusters
  Score: Raw -421287.576844 + Penalty 2776.619808 = -418510.957036
  nChanged 7
		SP:Iteration 33Q (135344.070000 sec): 3 clusters
  Score: Raw -421289.356314 + Penalty 2776.619808 = -418512.736506
  nChanged 5
		SP:Iteration 34Q (135344.240000 sec): 3 clusters
  Score: Raw -421290.328480 + Penalty 2776.619808 = -418513.708672
  nChanged 6
		SP:Iteration 35Q (135344.420000 sec): 3 clusters
  Score: Raw -421291.929927 + Penalty 2776.619808 = -418515.310119
  nChanged 9
		SP:Iteration 36Q (135344.590000 sec): 3 clusters
  Score: Raw -421295.442740 + Penalty 2776.619808 = -418518.822932
  nChanged 13
		SP:Iteration 37Q (135344.760000 sec): 3 clusters
  Score: Raw -421297.760829 + Penalty 2776.619808 = -418521.141021
  nChanged 8
		SP:Iteration 38Q (135344.940000 sec): 3 clusters
  Score: Raw -421299.611108 + Penalty 2776.619808 = -418522.991300
  nChanged 10
		SP:Iteration 39Q (135345.120000 sec): 3 clusters
  Score: Raw -421302.482532 + Penalty 2776.619808 = -418525.862725
  nChanged 10
		SP:Iteration 40F (135345.290000 sec): 3 clusters
  Score: Raw -421305.440610 + Penalty 2776.619808 = -418528.820802
  nChanged 19
		SP:Iteration 41Q (135345.460000 sec): 3 clusters
  Score: Raw -421311.360762 + Penalty 2776.619808 = -418534.740954
  nChanged 25
		SP:Iteration 42Q (135345.640000 sec): 3 clusters
  Score: Raw -421317.939120 + Penalty 2776.619808 = -418541.319313
  nChanged 18
		SP:Iteration 43Q (135345.820000 sec): 3 clusters
  Score: Raw -421322.989858 + Penalty 2776.619808 = -418546.370050
  nChanged 11
		SP:Iteration 44Q (135345.990000 sec): 3 clusters
  Score: Raw -421327.818149 + Penalty 2776.619808 = -418551.198341
  nChanged 15
		SP:Iteration 45Q (135346.160000 sec): 3 clusters
  Score: Raw -421331.261282 + Penalty 2776.619808 = -418554.641475
  nChanged 12
		SP:Iteration 46Q (135346.340000 sec): 3 clusters
  Score: Raw -421333.944119 + Penalty 2776.619808 = -418557.324311
  nChanged 11
		SP:Iteration 47Q (135346.520000 sec): 3 clusters
  Score: Raw -421336.245995 + Penalty 2776.619808 = -418559.626187
  nChanged 9
		SP:Iteration 48Q (135346.690000 sec): 3 clusters
  Score: Raw -421338.408696 + Penalty 2776.619808 = -418561.788888
  nChanged 9
		SP:Iteration 49Q (135346.860000 sec): 3 clusters
  Score: Raw -421340.611513 + Penalty 2776.619808 = -418563.991705
  nChanged 12
		SP:Iteration 50Q (135347.040000 sec): 3 clusters
  Score: Raw -421344.365191 + Penalty 2776.619808 = -418567.745383
  nChanged 14
		SP:Iteration 51Q (135347.220000 sec): 3 clusters
  Score: Raw -421347.536238 + Penalty 2776.619808 = -418570.916430
  nChanged 17
		SP:Iteration 52Q (135347.390000 sec): 3 clusters
  Score: Raw -421353.091219 + Penalty 2776.619808 = -418576.471411
  nChanged 18
		SP:Iteration 53Q (135347.560000 sec): 3 clusters
  Score: Raw -421359.184360 + Penalty 2776.619808 = -418582.564553
  nChanged 17
		SP:Iteration 54Q (135347.740000 sec): 3 clusters
  Score: Raw -421363.907693 + Penalty 2776.619808 = -418587.287885
  nChanged 15
		SP:Iteration 55Q (135347.920000 sec): 3 clusters
  Score: Raw -421367.576447 + Penalty 2776.619808 = -418590.956640
  nChanged 17
		SP:Iteration 56Q (135348.090000 sec): 3 clusters
  Score: Raw -421372.095329 + Penalty 2776.619808 = -418595.475521
  nChanged 13
		SP:Iteration 57Q (135348.260000 sec): 3 clusters
  Score: Raw -421375.846480 + Penalty 2776.619808 = -418599.226672
  nChanged 21
		SP:Iteration 58Q (135348.440000 sec): 3 clusters
  Score: Raw -421382.721828 + Penalty 2776.619808 = -418606.102021
  nChanged 18
		SP:Iteration 59Q (135348.620000 sec): 3 clusters
  Score: Raw -421388.749622 + Penalty 2776.619808 = -418612.129814
  nChanged 20
		SP:Iteration 60F (135348.790000 sec): 3 clusters
  Score: Raw -421393.911964 + Penalty 2776.619808 = -418617.292157
  nChanged 16
		SP:Iteration 61Q (135348.960000 sec): 3 clusters
  Score: Raw -421398.241815 + Penalty 2776.619808 = -418621.622007
  nChanged 9
		SP:Iteration 62Q (135349.140000 sec): 3 clusters
  Score: Raw -421399.892543 + Penalty 2776.619808 = -418623.272735
  nChanged 8
		SP:Iteration 63Q (135349.320000 sec): 3 clusters
  Score: Raw -421401.611217 + Penalty 2776.619808 = -418624.991410
  nChanged 10
		SP:Iteration 64Q (135349.490000 sec): 3 clusters
  Score: Raw -421403.477335 + Penalty 2776.619808 = -418626.857527
  nChanged 9
		SP:Iteration 65Q (135349.660000 sec): 3 clusters
  Score: Raw -421406.019224 + Penalty 2776.619808 = -418629.399416
  nChanged 5
		SP:Iteration 66Q (135349.840000 sec): 3 clusters
  Score: Raw -421407.148459 + Penalty 2776.619808 = -418630.528651
  nChanged 6
		SP:Iteration 67Q (135350.020000 sec): 3 clusters
  Score: Raw -421408.479826 + Penalty 2776.619808 = -418631.860018
  nChanged 5
		SP:Iteration 68Q (135350.190000 sec): 3 clusters
  Score: Raw -421409.752732 + Penalty 2776.619808 = -418633.132924
  nChanged 0
		SP:Iteration 69F (135350.360000 sec): 3 clusters
  Score: Raw -421409.752732 + Penalty 2776.619808 = -418633.132924
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (6855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135350.470000 sec): 2 clusters
  Score: Raw -597620.995669 + Penalty 1435.319209 = -596185.676460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135350.730000 sec): 3 clusters
  Score: Raw -593912.856557 + Penalty 2870.638417 = -591042.218139
  nChanged 2843
		SP:Iteration 1F (135350.940000 sec): 3 clusters
  Score: Raw -595522.137648 + Penalty 2870.638417 = -592651.499231
  nChanged 476
		SP:Iteration 2F (135351.140000 sec): 3 clusters
  Score: Raw -595767.033169 + Penalty 2870.638417 = -592896.394752
  nChanged 358
		SP:Iteration 3F (135351.350000 sec): 3 clusters
  Score: Raw -595956.613142 + Penalty 2870.638417 = -593085.974724
  nChanged 301
		SP:Iteration 4Q (135351.550000 sec): 3 clusters
  Score: Raw -596125.229378 + Penalty 2870.638417 = -593254.590960
  nChanged 320
		SP:Iteration 5Q (135351.750000 sec): 3 clusters
  Score: Raw -596301.928821 + Penalty 2870.638417 = -593431.290403
  nChanged 310
		SP:Iteration 6Q (135351.960000 sec): 3 clusters
  Score: Raw -596496.358900 + Penalty 2870.638417 = -593625.720482
  nChanged 305
		SP:Iteration 7Q (135352.160000 sec): 3 clusters
  Score: Raw -596683.078901 + Penalty 2870.638417 = -593812.440483
  nChanged 295
		SP:Iteration 8Q (135352.370000 sec): 3 clusters
  Score: Raw -596864.940126 + Penalty 2870.638417 = -593994.301709
  nChanged 295
		SP:Iteration 9Q (135352.570000 sec): 3 clusters
  Score: Raw -597060.915950 + Penalty 2870.638417 = -594190.277533
  nChanged 283
		SP:Iteration 10Q (135352.680000 sec): 3 clusters
  Score: Raw -597250.648798 + Penalty 2870.638417 = -594380.010381
  nChanged 245
		SP:Iteration 11Q (135352.790000 sec): 3 clusters
  Score: Raw -597403.895384 + Penalty 2870.638417 = -594533.256967
  nChanged 205
		SP:Iteration 12Q (135352.980000 sec): 3 clusters
  Score: Raw -597513.352647 + Penalty 2870.638417 = -594642.714229
  nChanged 168
		SP:Iteration 13Q (135353.190000 sec): 3 clusters
  Score: Raw -597598.651316 + Penalty 2870.638417 = -594728.012899
  nChanged 130
		SP:Iteration 14Q (135353.390000 sec): 3 clusters
  Score: Raw -597655.137652 + Penalty 2870.638417 = -594784.499234
  nChanged 113
		SP:Iteration 15Q (135353.600000 sec): 3 clusters
  Score: Raw -597697.845204 + Penalty 2870.638417 = -594827.206787
  nChanged 88
		SP:Iteration 16Q (135353.800000 sec): 3 clusters
  Score: Raw -597730.809658 + Penalty 2870.638417 = -594860.171241
  nChanged 80
		SP:Iteration 17Q (135354.010000 sec): 3 clusters
  Score: Raw -597756.092466 + Penalty 2870.638417 = -594885.454049
  nChanged 68
		SP:Iteration 18Q (135354.210000 sec): 3 clusters
  Score: Raw -597779.548810 + Penalty 2870.638417 = -594908.910393
  nChanged 69
		SP:Iteration 19Q (135354.420000 sec): 3 clusters
  Score: Raw -597801.597524 + Penalty 2870.638417 = -594930.959107
  nChanged 61
		SP:Iteration 20F (135354.620000 sec): 3 clusters
  Score: Raw -597825.191333 + Penalty 2870.638417 = -594954.552916
  nChanged 53
		SP:Iteration 21Q (135354.830000 sec): 3 clusters
  Score: Raw -597843.224508 + Penalty 2870.638417 = -594972.586091
  nChanged 34
		SP:Iteration 22Q (135355.030000 sec): 3 clusters
  Score: Raw -597851.814760 + Penalty 2870.638417 = -594981.176343
  nChanged 38
		SP:Iteration 23Q (135355.240000 sec): 3 clusters
  Score: Raw -597861.959362 + Penalty 2870.638417 = -594991.320945
  nChanged 40
		SP:Iteration 24Q (135355.440000 sec): 3 clusters
  Score: Raw -597873.753881 + Penalty 2870.638417 = -595003.115464
  nChanged 44
		SP:Iteration 25Q (135355.650000 sec): 3 clusters
  Score: Raw -597885.887568 + Penalty 2870.638417 = -595015.249151
  nChanged 39
		SP:Iteration 26Q (135355.850000 sec): 3 clusters
  Score: Raw -597900.784612 + Penalty 2870.638417 = -595030.146195
  nChanged 47
		SP:Iteration 27Q (135356.050000 sec): 3 clusters
  Score: Raw -597915.491844 + Penalty 2870.638417 = -595044.853427
  nChanged 41
		SP:Iteration 28Q (135356.260000 sec): 3 clusters
  Score: Raw -597930.608638 + Penalty 2870.638417 = -595059.970221
  nChanged 39
		SP:Iteration 29Q (135356.460000 sec): 3 clusters
  Score: Raw -597945.250351 + Penalty 2870.638417 = -595074.611933
  nChanged 42
		SP:Iteration 30Q (135356.650000 sec): 3 clusters
  Score: Raw -597964.868654 + Penalty 2870.638417 = -595094.230237
  nChanged 48
		SP:Iteration 31Q (135356.760000 sec): 3 clusters
  Score: Raw -597985.995978 + Penalty 2870.638417 = -595115.357561
  nChanged 48
		SP:Iteration 32Q (135356.870000 sec): 3 clusters
  Score: Raw -598010.653647 + Penalty 2870.638417 = -595140.015230
  nChanged 48
		SP:Iteration 33Q (135356.970000 sec): 3 clusters
  Score: Raw -598042.445386 + Penalty 2870.638417 = -595171.806968
  nChanged 70
		SP:Iteration 34Q (135357.080000 sec): 3 clusters
  Score: Raw -598086.229724 + Penalty 2870.638417 = -595215.591307
  nChanged 63
		SP:Iteration 35Q (135357.190000 sec): 3 clusters
  Score: Raw -598116.167265 + Penalty 2870.638417 = -595245.528847
  nChanged 52
		SP:Iteration 36Q (135357.290000 sec): 3 clusters
  Score: Raw -598139.285951 + Penalty 2870.638417 = -595268.647534
  nChanged 57
		SP:Iteration 37Q (135357.400000 sec): 3 clusters
  Score: Raw -598163.037769 + Penalty 2870.638417 = -595292.399352
  nChanged 61
		SP:Iteration 38Q (135357.510000 sec): 3 clusters
  Score: Raw -598188.059525 + Penalty 2870.638417 = -595317.421108
  nChanged 51
		SP:Iteration 39Q (135357.630000 sec): 3 clusters
  Score: Raw -598206.446741 + Penalty 2870.638417 = -595335.808323
  nChanged 50
		SP:Iteration 40F (135357.750000 sec): 3 clusters
  Score: Raw -598229.783990 + Penalty 2870.638417 = -595359.145573
  nChanged 60
		SP:Iteration 41Q (135357.970000 sec): 3 clusters
  Score: Raw -598257.398189 + Penalty 2870.638417 = -595386.759771
  nChanged 58
		SP:Iteration 42Q (135358.180000 sec): 3 clusters
  Score: Raw -598280.754045 + Penalty 2870.638417 = -595410.115628
  nChanged 48
		SP:Iteration 43Q (135358.390000 sec): 3 clusters
  Score: Raw -598300.373818 + Penalty 2870.638417 = -595429.735401
  nChanged 63
		SP:Iteration 44Q (135358.590000 sec): 3 clusters
  Score: Raw -598327.383567 + Penalty 2870.638417 = -595456.745150
  nChanged 58
		SP:Iteration 45Q (135358.790000 sec): 3 clusters
  Score: Raw -598351.058255 + Penalty 2870.638417 = -595480.419838
  nChanged 59
		SP:Iteration 46Q (135359.000000 sec): 3 clusters
  Score: Raw -598377.314360 + Penalty 2870.638417 = -595506.675943
  nChanged 50
		SP:Iteration 47Q (135359.200000 sec): 3 clusters
  Score: Raw -598395.091695 + Penalty 2870.638417 = -595524.453277
  nChanged 49
		SP:Iteration 48Q (135359.410000 sec): 3 clusters
  Score: Raw -598410.331236 + Penalty 2870.638417 = -595539.692819
  nChanged 41
		SP:Iteration 49Q (135359.610000 sec): 3 clusters
  Score: Raw -598424.352188 + Penalty 2870.638417 = -595553.713771
  nChanged 41
		SP:Iteration 50Q (135359.810000 sec): 3 clusters
  Score: Raw -598439.617938 + Penalty 2870.638417 = -595568.979520
  nChanged 41
		SP:Iteration 51Q (135360.020000 sec): 3 clusters
  Score: Raw -598456.326050 + Penalty 2870.638417 = -595585.687632
  nChanged 43
		SP:Iteration 52Q (135360.230000 sec): 3 clusters
  Score: Raw -598471.439189 + Penalty 2870.638417 = -595600.800771
  nChanged 46
		SP:Iteration 53Q (135360.430000 sec): 3 clusters
  Score: Raw -598487.141175 + Penalty 2870.638417 = -595616.502758
  nChanged 43
		SP:Iteration 54Q (135360.630000 sec): 3 clusters
  Score: Raw -598500.563705 + Penalty 2870.638417 = -595629.925288
  nChanged 30
		SP:Iteration 55Q (135360.840000 sec): 3 clusters
  Score: Raw -598511.083346 + Penalty 2870.638417 = -595640.444929
  nChanged 41
		SP:Iteration 56Q (135361.050000 sec): 3 clusters
  Score: Raw -598525.617943 + Penalty 2870.638417 = -595654.979525
  nChanged 34
		SP:Iteration 57Q (135361.250000 sec): 3 clusters
  Score: Raw -598537.816792 + Penalty 2870.638417 = -595667.178375
  nChanged 27
		SP:Iteration 58Q (135361.450000 sec): 3 clusters
  Score: Raw -598545.611088 + Penalty 2870.638417 = -595674.972670
  nChanged 33
		SP:Iteration 59Q (135361.660000 sec): 3 clusters
  Score: Raw -598557.409310 + Penalty 2870.638417 = -595686.770893
  nChanged 38
		SP:Iteration 60F (135361.870000 sec): 3 clusters
  Score: Raw -598572.470028 + Penalty 2870.638417 = -595701.831611
  nChanged 41
		SP:Iteration 61Q (135362.070000 sec): 3 clusters
  Score: Raw -598586.124299 + Penalty 2870.638417 = -595715.485882
  nChanged 30
		SP:Iteration 62Q (135362.270000 sec): 3 clusters
  Score: Raw -598594.563250 + Penalty 2870.638417 = -595723.924833
  nChanged 27
		SP:Iteration 63Q (135362.480000 sec): 3 clusters
  Score: Raw -598601.946587 + Penalty 2870.638417 = -595731.308170
  nChanged 15
		SP:Iteration 64Q (135362.690000 sec): 3 clusters
  Score: Raw -598605.729937 + Penalty 2870.638417 = -595735.091520
  nChanged 13
		SP:Iteration 65Q (135362.870000 sec): 3 clusters
  Score: Raw -598608.682941 + Penalty 2870.638417 = -595738.044524
  nChanged 16
		SP:Iteration 66Q (135362.980000 sec): 3 clusters
  Score: Raw -598612.079262 + Penalty 2870.638417 = -595741.440845
  nChanged 14
		SP:Iteration 67Q (135363.180000 sec): 3 clusters
  Score: Raw -598614.938311 + Penalty 2870.638417 = -595744.299894
  nChanged 7
		SP:Iteration 68Q (135363.390000 sec): 3 clusters
  Score: Raw -598615.731630 + Penalty 2870.638417 = -595745.093213
  nChanged 6
		SP:Iteration 69Q (135363.590000 sec): 3 clusters
  Score: Raw -598616.716705 + Penalty 2870.638417 = -595746.078287
  nChanged 2
		SP:Iteration 70Q (135363.800000 sec): 3 clusters
  Score: Raw -598617.298143 + Penalty 2870.638417 = -595746.659726
  nChanged 3
		SP:Iteration 71Q (135364.010000 sec): 3 clusters
  Score: Raw -598617.896137 + Penalty 2870.638417 = -595747.257720
  nChanged 6
		SP:Iteration 72Q (135364.220000 sec): 3 clusters
  Score: Raw -598618.904808 + Penalty 2870.638417 = -595748.266390
  nChanged 4
		SP:Iteration 73Q (135364.430000 sec): 3 clusters
  Score: Raw -598619.630947 + Penalty 2870.638417 = -595748.992530
  nChanged 0
		SP:Iteration 74F (135364.640000 sec): 3 clusters
  Score: Raw -598619.630947 + Penalty 2870.638417 = -595748.992530
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (3767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135364.730000 sec): 2 clusters
  Score: Raw -324564.497893 + Penalty 1338.030559 = -323226.467335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135364.900000 sec): 3 clusters
  Score: Raw -322694.668654 + Penalty 2676.061117 = -320018.607537
  nChanged 1481
		SP:Iteration 1F (135365.080000 sec): 3 clusters
  Score: Raw -323547.430811 + Penalty 2676.061117 = -320871.369694
  nChanged 292
		SP:Iteration 2F (135365.250000 sec): 3 clusters
  Score: Raw -323776.893417 + Penalty 2676.061117 = -321100.832299
  nChanged 260
		SP:Iteration 3F (135365.430000 sec): 3 clusters
  Score: Raw -324002.268908 + Penalty 2676.061117 = -321326.207790
  nChanged 222
		SP:Iteration 4F (135365.610000 sec): 3 clusters
  Score: Raw -324199.941980 + Penalty 2676.061117 = -321523.880862
  nChanged 197
		SP:Iteration 5F (135365.780000 sec): 3 clusters
  Score: Raw -324361.610650 + Penalty 2676.061117 = -321685.549533
  nChanged 167
		SP:Iteration 6Q (135365.960000 sec): 3 clusters
  Score: Raw -324480.142246 + Penalty 2676.061117 = -321804.081128
  nChanged 138
		SP:Iteration 7Q (135366.130000 sec): 3 clusters
  Score: Raw -324581.922897 + Penalty 2676.061117 = -321905.861779
  nChanged 113
		SP:Iteration 8Q (135366.310000 sec): 3 clusters
  Score: Raw -324656.701483 + Penalty 2676.061117 = -321980.640365
  nChanged 97
		SP:Iteration 9Q (135366.490000 sec): 3 clusters
  Score: Raw -324715.815992 + Penalty 2676.061117 = -322039.754875
  nChanged 71
		SP:Iteration 10Q (135366.660000 sec): 3 clusters
  Score: Raw -324756.623011 + Penalty 2676.061117 = -322080.561893
  nChanged 75
		SP:Iteration 11Q (135366.840000 sec): 3 clusters
  Score: Raw -324801.466277 + Penalty 2676.061117 = -322125.405160
  nChanged 70
		SP:Iteration 12Q (135367.010000 sec): 3 clusters
  Score: Raw -324833.968938 + Penalty 2676.061117 = -322157.907821
  nChanged 48
		SP:Iteration 13Q (135367.190000 sec): 3 clusters
  Score: Raw -324856.718550 + Penalty 2676.061117 = -322180.657433
  nChanged 47
		SP:Iteration 14Q (135367.360000 sec): 3 clusters
  Score: Raw -324873.367415 + Penalty 2676.061117 = -322197.306298
  nChanged 35
		SP:Iteration 15Q (135367.540000 sec): 3 clusters
  Score: Raw -324885.757361 + Penalty 2676.061117 = -322209.696243
  nChanged 44
		SP:Iteration 16Q (135367.710000 sec): 3 clusters
  Score: Raw -324899.070920 + Penalty 2676.061117 = -322223.009802
  nChanged 25
		SP:Iteration 17Q (135367.890000 sec): 3 clusters
  Score: Raw -324908.190557 + Penalty 2676.061117 = -322232.129439
  nChanged 33
		SP:Iteration 18Q (135368.070000 sec): 3 clusters
  Score: Raw -324918.690633 + Penalty 2676.061117 = -322242.629515
  nChanged 36
		SP:Iteration 19Q (135368.240000 sec): 3 clusters
  Score: Raw -324932.773874 + Penalty 2676.061117 = -322256.712756
  nChanged 31
		SP:Iteration 20F (135368.420000 sec): 3 clusters
  Score: Raw -324944.346743 + Penalty 2676.061117 = -322268.285626
  nChanged 24
		SP:Iteration 21Q (135368.590000 sec): 3 clusters
  Score: Raw -324952.271461 + Penalty 2676.061117 = -322276.210344
  nChanged 22
		SP:Iteration 22Q (135368.770000 sec): 3 clusters
  Score: Raw -324958.413958 + Penalty 2676.061117 = -322282.352840
  nChanged 17
		SP:Iteration 23Q (135368.950000 sec): 3 clusters
  Score: Raw -324962.214003 + Penalty 2676.061117 = -322286.152886
  nChanged 10
		SP:Iteration 24Q (135369.120000 sec): 3 clusters
  Score: Raw -324964.759606 + Penalty 2676.061117 = -322288.698488
  nChanged 7
		SP:Iteration 25Q (135369.300000 sec): 3 clusters
  Score: Raw -324968.110647 + Penalty 2676.061117 = -322292.049529
  nChanged 18
		SP:Iteration 26Q (135369.470000 sec): 3 clusters
  Score: Raw -324972.854956 + Penalty 2676.061117 = -322296.793839
  nChanged 18
		SP:Iteration 27Q (135369.650000 sec): 3 clusters
  Score: Raw -324977.042941 + Penalty 2676.061117 = -322300.981823
  nChanged 9
		SP:Iteration 28Q (135369.830000 sec): 3 clusters
  Score: Raw -324978.504430 + Penalty 2676.061117 = -322302.443312
  nChanged 8
		SP:Iteration 29Q (135370.000000 sec): 3 clusters
  Score: Raw -324980.402486 + Penalty 2676.061117 = -322304.341369
  nChanged 11
		SP:Iteration 30Q (135370.180000 sec): 3 clusters
  Score: Raw -324982.096995 + Penalty 2676.061117 = -322306.035877
  nChanged 10
		SP:Iteration 31Q (135370.350000 sec): 3 clusters
  Score: Raw -324984.571483 + Penalty 2676.061117 = -322308.510366
  nChanged 14
		SP:Iteration 32Q (135370.530000 sec): 3 clusters
  Score: Raw -324987.386408 + Penalty 2676.061117 = -322311.325290
  nChanged 11
		SP:Iteration 33Q (135370.710000 sec): 3 clusters
  Score: Raw -324989.594618 + Penalty 2676.061117 = -322313.533501
  nChanged 6
		SP:Iteration 34Q (135370.880000 sec): 3 clusters
  Score: Raw -324990.610332 + Penalty 2676.061117 = -322314.549215
  nChanged 3
		SP:Iteration 35Q (135371.060000 sec): 3 clusters
  Score: Raw -324991.194548 + Penalty 2676.061117 = -322315.133431
  nChanged 2
		SP:Iteration 36Q (135371.230000 sec): 3 clusters
  Score: Raw -324991.604026 + Penalty 2676.061117 = -322315.542909
  nChanged 3
		SP:Iteration 37Q (135371.410000 sec): 3 clusters
  Score: Raw -324992.349450 + Penalty 2676.061117 = -322316.288332
  nChanged 7
		SP:Iteration 38Q (135371.590000 sec): 3 clusters
  Score: Raw -324993.817606 + Penalty 2676.061117 = -322317.756488
  nChanged 5
		SP:Iteration 39Q (135371.760000 sec): 3 clusters
  Score: Raw -324994.884902 + Penalty 2676.061117 = -322318.823785
  nChanged 7
		SP:Iteration 40F (135371.940000 sec): 3 clusters
  Score: Raw -324996.458971 + Penalty 2676.061117 = -322320.397854
  nChanged 6
		SP:Iteration 41Q (135372.110000 sec): 3 clusters
  Score: Raw -324998.071112 + Penalty 2676.061117 = -322322.009994
  nChanged 10
		SP:Iteration 42Q (135372.290000 sec): 3 clusters
  Score: Raw -325000.323742 + Penalty 2676.061117 = -322324.262625
  nChanged 13
		SP:Iteration 43Q (135372.460000 sec): 3 clusters
  Score: Raw -325003.983977 + Penalty 2676.061117 = -322327.922860
  nChanged 11
		SP:Iteration 44Q (135372.640000 sec): 3 clusters
  Score: Raw -325006.934906 + Penalty 2676.061117 = -322330.873788
  nChanged 12
		SP:Iteration 45Q (135372.820000 sec): 3 clusters
  Score: Raw -325009.711154 + Penalty 2676.061117 = -322333.650037
  nChanged 14
		SP:Iteration 46Q (135372.990000 sec): 3 clusters
  Score: Raw -325012.861177 + Penalty 2676.061117 = -322336.800059
  nChanged 6
		SP:Iteration 47Q (135373.170000 sec): 3 clusters
  Score: Raw -325013.702762 + Penalty 2676.061117 = -322337.641644
  nChanged 8
		SP:Iteration 48Q (135373.340000 sec): 3 clusters
  Score: Raw -325015.269735 + Penalty 2676.061117 = -322339.208617
  nChanged 10
		SP:Iteration 49Q (135373.520000 sec): 3 clusters
  Score: Raw -325018.226857 + Penalty 2676.061117 = -322342.165739
  nChanged 15
		SP:Iteration 50Q (135373.710000 sec): 3 clusters
  Score: Raw -325022.493254 + Penalty 2676.061117 = -322346.432136
  nChanged 14
		SP:Iteration 51Q (135373.880000 sec): 3 clusters
  Score: Raw -325026.812312 + Penalty 2676.061117 = -322350.751195
  nChanged 16
		SP:Iteration 52Q (135374.040000 sec): 3 clusters
  Score: Raw -325030.308426 + Penalty 2676.061117 = -322354.247309
  nChanged 19
		SP:Iteration 53Q (135374.210000 sec): 3 clusters
  Score: Raw -325035.480604 + Penalty 2676.061117 = -322359.419487
  nChanged 15
		SP:Iteration 54Q (135374.370000 sec): 3 clusters
  Score: Raw -325039.741272 + Penalty 2676.061117 = -322363.680154
  nChanged 14
		SP:Iteration 55Q (135374.540000 sec): 3 clusters
  Score: Raw -325042.772457 + Penalty 2676.061117 = -322366.711340
  nChanged 4
		SP:Iteration 56Q (135374.700000 sec): 3 clusters
  Score: Raw -325043.562942 + Penalty 2676.061117 = -322367.501824
  nChanged 2
		SP:Iteration 57Q (135374.860000 sec): 3 clusters
  Score: Raw -325044.423608 + Penalty 2676.061117 = -322368.362491
  nChanged 5
		SP:Iteration 58Q (135375.020000 sec): 3 clusters
  Score: Raw -325045.590650 + Penalty 2676.061117 = -322369.529533
  nChanged 4
		SP:Iteration 59Q (135375.190000 sec): 3 clusters
  Score: Raw -325046.574429 + Penalty 2676.061117 = -322370.513312
  nChanged 7
		SP:Iteration 60F (135375.350000 sec): 3 clusters
  Score: Raw -325048.094655 + Penalty 2676.061117 = -322372.033537
  nChanged 6
		SP:Iteration 61Q (135375.520000 sec): 3 clusters
  Score: Raw -325050.291885 + Penalty 2676.061117 = -322374.230767
  nChanged 8
		SP:Iteration 62Q (135375.680000 sec): 3 clusters
  Score: Raw -325051.700760 + Penalty 2676.061117 = -322375.639642
  nChanged 6
		SP:Iteration 63Q (135375.840000 sec): 3 clusters
  Score: Raw -325052.916540 + Penalty 2676.061117 = -322376.855422
  nChanged 3
		SP:Iteration 64Q (135376.000000 sec): 3 clusters
  Score: Raw -325053.610020 + Penalty 2676.061117 = -322377.548902
  nChanged 5
		SP:Iteration 65Q (135376.170000 sec): 3 clusters
  Score: Raw -325054.040108 + Penalty 2676.061117 = -322377.978990
  nChanged 4
		SP:Iteration 66Q (135376.330000 sec): 3 clusters
  Score: Raw -325054.468084 + Penalty 2676.061117 = -322378.406967
  nChanged 2
		SP:Iteration 67Q (135376.500000 sec): 3 clusters
  Score: Raw -325054.816605 + Penalty 2676.061117 = -322378.755488
  nChanged 3
		SP:Iteration 68Q (135376.660000 sec): 3 clusters
  Score: Raw -325056.337708 + Penalty 2676.061117 = -322380.276591
  nChanged 3
		SP:Iteration 69Q (135376.820000 sec): 3 clusters
  Score: Raw -325056.779207 + Penalty 2676.061117 = -322380.718089
  nChanged 0
		SP:Iteration 70F (135376.980000 sec): 3 clusters
  Score: Raw -325056.779207 + Penalty 2676.061117 = -322380.718089
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (4593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135377.080000 sec): 2 clusters
  Score: Raw -371324.102306 + Penalty 1370.246911 = -369953.855395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135377.260000 sec): 3 clusters
  Score: Raw -369045.088372 + Penalty 2740.493822 = -366304.594549
  nChanged 1861
		SP:Iteration 1F (135377.440000 sec): 3 clusters
  Score: Raw -370200.635544 + Penalty 2740.493822 = -367460.141722
  nChanged 382
		SP:Iteration 2F (135377.610000 sec): 3 clusters
  Score: Raw -370465.092713 + Penalty 2740.493822 = -367724.598890
  nChanged 299
		SP:Iteration 3F (135377.780000 sec): 3 clusters
  Score: Raw -370650.454987 + Penalty 2740.493822 = -367909.961165
  nChanged 219
		SP:Iteration 4Q (135377.960000 sec): 3 clusters
  Score: Raw -370796.752756 + Penalty 2740.493822 = -368056.258933
  nChanged 178
		SP:Iteration 5Q (135378.140000 sec): 3 clusters
  Score: Raw -370909.903306 + Penalty 2740.493822 = -368169.409483
  nChanged 156
		SP:Iteration 6Q (135378.310000 sec): 3 clusters
  Score: Raw -370997.358460 + Penalty 2740.493822 = -368256.864638
  nChanged 135
		SP:Iteration 7Q (135378.490000 sec): 3 clusters
  Score: Raw -371079.305081 + Penalty 2740.493822 = -368338.811259
  nChanged 126
		SP:Iteration 8Q (135378.660000 sec): 3 clusters
  Score: Raw -371163.153466 + Penalty 2740.493822 = -368422.659643
  nChanged 128
		SP:Iteration 9Q (135378.840000 sec): 3 clusters
  Score: Raw -371250.054055 + Penalty 2740.493822 = -368509.560232
  nChanged 129
		SP:Iteration 10Q (135379.020000 sec): 3 clusters
  Score: Raw -371357.781487 + Penalty 2740.493822 = -368617.287665
  nChanged 122
		SP:Iteration 11Q (135379.190000 sec): 3 clusters
  Score: Raw -371442.499589 + Penalty 2740.493822 = -368702.005767
  nChanged 109
		SP:Iteration 12Q (135379.370000 sec): 3 clusters
  Score: Raw -371493.900225 + Penalty 2740.493822 = -368753.406403
  nChanged 65
		SP:Iteration 13Q (135379.540000 sec): 3 clusters
  Score: Raw -371526.191042 + Penalty 2740.493822 = -368785.697220
  nChanged 51
		SP:Iteration 14Q (135379.720000 sec): 3 clusters
  Score: Raw -371545.009562 + Penalty 2740.493822 = -368804.515740
  nChanged 34
		SP:Iteration 15Q (135379.900000 sec): 3 clusters
  Score: Raw -371562.117552 + Penalty 2740.493822 = -368821.623730
  nChanged 37
		SP:Iteration 16Q (135380.070000 sec): 3 clusters
  Score: Raw -371576.074431 + Penalty 2740.493822 = -368835.580609
  nChanged 23
		SP:Iteration 17Q (135380.240000 sec): 3 clusters
  Score: Raw -371589.177391 + Penalty 2740.493822 = -368848.683569
  nChanged 32
		SP:Iteration 18Q (135380.420000 sec): 3 clusters
  Score: Raw -371601.749062 + Penalty 2740.493822 = -368861.255239
  nChanged 22
		SP:Iteration 19Q (135380.580000 sec): 3 clusters
  Score: Raw -371608.630284 + Penalty 2740.493822 = -368868.136461
  nChanged 18
		SP:Iteration 20F (135380.660000 sec): 3 clusters
  Score: Raw -371615.173407 + Penalty 2740.493822 = -368874.679584
  nChanged 20
		SP:Iteration 21Q (135380.740000 sec): 3 clusters
  Score: Raw -371622.796542 + Penalty 2740.493822 = -368882.302720
  nChanged 20
		SP:Iteration 22Q (135380.830000 sec): 3 clusters
  Score: Raw -371628.924363 + Penalty 2740.493822 = -368888.430541
  nChanged 16
		SP:Iteration 23Q (135380.920000 sec): 3 clusters
  Score: Raw -371633.158990 + Penalty 2740.493822 = -368892.665168
  nChanged 13
		SP:Iteration 24Q (135381.000000 sec): 3 clusters
  Score: Raw -371638.139279 + Penalty 2740.493822 = -368897.645456
  nChanged 12
		SP:Iteration 25Q (135381.080000 sec): 3 clusters
  Score: Raw -371642.011342 + Penalty 2740.493822 = -368901.517520
  nChanged 11
		SP:Iteration 26Q (135381.270000 sec): 3 clusters
  Score: Raw -371646.215632 + Penalty 2740.493822 = -368905.721809
  nChanged 14
		SP:Iteration 27Q (135381.440000 sec): 3 clusters
  Score: Raw -371651.183024 + Penalty 2740.493822 = -368910.689202
  nChanged 17
		SP:Iteration 28Q (135381.620000 sec): 3 clusters
  Score: Raw -371658.254109 + Penalty 2740.493822 = -368917.760286
  nChanged 21
		SP:Iteration 29Q (135381.800000 sec): 3 clusters
  Score: Raw -371666.095733 + Penalty 2740.493822 = -368925.601911
  nChanged 23
		SP:Iteration 30Q (135381.970000 sec): 3 clusters
  Score: Raw -371674.995142 + Penalty 2740.493822 = -368934.501319
  nChanged 24
		SP:Iteration 31Q (135382.140000 sec): 3 clusters
  Score: Raw -371687.305777 + Penalty 2740.493822 = -368946.811955
  nChanged 28
		SP:Iteration 32Q (135382.320000 sec): 3 clusters
  Score: Raw -371699.601080 + Penalty 2740.493822 = -368959.107258
  nChanged 30
		SP:Iteration 33Q (135382.500000 sec): 3 clusters
  Score: Raw -371712.636102 + Penalty 2740.493822 = -368972.142280
  nChanged 25
		SP:Iteration 34Q (135382.670000 sec): 3 clusters
  Score: Raw -371725.716708 + Penalty 2740.493822 = -368985.222886
  nChanged 28
		SP:Iteration 35Q (135382.850000 sec): 3 clusters
  Score: Raw -371740.796767 + Penalty 2740.493822 = -369000.302945
  nChanged 32
		SP:Iteration 36Q (135383.020000 sec): 3 clusters
  Score: Raw -371758.604717 + Penalty 2740.493822 = -369018.110894
  nChanged 31
		SP:Iteration 37Q (135383.200000 sec): 3 clusters
  Score: Raw -371772.508570 + Penalty 2740.493822 = -369032.014747
  nChanged 22
		SP:Iteration 38Q (135383.380000 sec): 3 clusters
  Score: Raw -371785.695575 + Penalty 2740.493822 = -369045.201753
  nChanged 21
		SP:Iteration 39Q (135383.550000 sec): 3 clusters
  Score: Raw -371796.266391 + Penalty 2740.493822 = -369055.772569
  nChanged 23
		SP:Iteration 40F (135383.730000 sec): 3 clusters
  Score: Raw -371805.539258 + Penalty 2740.493822 = -369065.045436
  nChanged 22
		SP:Iteration 41Q (135383.900000 sec): 3 clusters
  Score: Raw -371815.302100 + Penalty 2740.493822 = -369074.808277
  nChanged 18
		SP:Iteration 42Q (135384.080000 sec): 3 clusters
  Score: Raw -371823.176445 + Penalty 2740.493822 = -369082.682623
  nChanged 21
		SP:Iteration 43Q (135384.260000 sec): 3 clusters
  Score: Raw -371832.355287 + Penalty 2740.493822 = -369091.861465
  nChanged 22
		SP:Iteration 44Q (135384.430000 sec): 3 clusters
  Score: Raw -371844.054678 + Penalty 2740.493822 = -369103.560856
  nChanged 22
		SP:Iteration 45Q (135384.610000 sec): 3 clusters
  Score: Raw -371853.818925 + Penalty 2740.493822 = -369113.325103
  nChanged 19
		SP:Iteration 46Q (135384.780000 sec): 3 clusters
  Score: Raw -371864.061406 + Penalty 2740.493822 = -369123.567584
  nChanged 19
		SP:Iteration 47Q (135384.960000 sec): 3 clusters
  Score: Raw -371875.229125 + Penalty 2740.493822 = -369134.735303
  nChanged 21
		SP:Iteration 48Q (135385.130000 sec): 3 clusters
  Score: Raw -371884.901391 + Penalty 2740.493822 = -369144.407568
  nChanged 13
		SP:Iteration 49Q (135385.310000 sec): 3 clusters
  Score: Raw -371891.032207 + Penalty 2740.493822 = -369150.538384
  nChanged 9
		SP:Iteration 50Q (135385.480000 sec): 3 clusters
  Score: Raw -371894.530985 + Penalty 2740.493822 = -369154.037163
  nChanged 3
		SP:Iteration 51Q (135385.660000 sec): 3 clusters
  Score: Raw -371895.155898 + Penalty 2740.493822 = -369154.662075
  nChanged 2
		SP:Iteration 52Q (135385.840000 sec): 3 clusters
  Score: Raw -371895.829237 + Penalty 2740.493822 = -369155.335414
  nChanged 1
		SP:Iteration 53Q (135386.010000 sec): 3 clusters
  Score: Raw -371896.070077 + Penalty 2740.493822 = -369155.576255
  nChanged 2
		SP:Iteration 54Q (135386.190000 sec): 3 clusters
  Score: Raw -371896.271753 + Penalty 2740.493822 = -369155.777931
  nChanged 1
		SP:Iteration 55Q (135386.360000 sec): 3 clusters
  Score: Raw -371896.375557 + Penalty 2740.493822 = -369155.881735
  nChanged 2
		SP:Iteration 56Q (135386.540000 sec): 3 clusters
  Score: Raw -371896.719951 + Penalty 2740.493822 = -369156.226129
  nChanged 0
		SP:Iteration 57F (135386.720000 sec): 3 clusters
  Score: Raw -371896.719951 + Penalty 2740.493822 = -369156.226129
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (13664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135386.890000 sec): 2 clusters
  Score: Raw -1139631.279184 + Penalty 1547.409486 = -1138083.869698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135387.190000 sec): 3 clusters
  Score: Raw -1131650.237984 + Penalty 3094.818973 = -1128555.419012
  nChanged 6056
		SP:Iteration 1F (135387.460000 sec): 3 clusters
  Score: Raw -1135221.769753 + Penalty 3094.818973 = -1132126.950781
  nChanged 1046
		SP:Iteration 2F (135387.760000 sec): 3 clusters
  Score: Raw -1135850.850244 + Penalty 3094.818973 = -1132756.031271
  nChanged 939
		SP:Iteration 3F (135388.000000 sec): 3 clusters
  Score: Raw -1136444.506071 + Penalty 3094.818973 = -1133349.687098
  nChanged 914
		SP:Iteration 4F (135388.290000 sec): 3 clusters
  Score: Raw -1137039.887903 + Penalty 3094.818973 = -1133945.068931
  nChanged 838
		SP:Iteration 5F (135388.580000 sec): 3 clusters
  Score: Raw -1137612.252523 + Penalty 3094.818973 = -1134517.433550
  nChanged 763
		SP:Iteration 6F (135388.850000 sec): 3 clusters
  Score: Raw -1138130.972751 + Penalty 3094.818973 = -1135036.153779
  nChanged 692
		SP:Iteration 7F (135389.130000 sec): 3 clusters
  Score: Raw -1138585.977727 + Penalty 3094.818973 = -1135491.158754
  nChanged 560
		SP:Iteration 8Q (135389.410000 sec): 3 clusters
  Score: Raw -1138935.077230 + Penalty 3094.818973 = -1135840.258258
  nChanged 466
		SP:Iteration 9Q (135389.690000 sec): 3 clusters
  Score: Raw -1139235.299965 + Penalty 3094.818973 = -1136140.480992
  nChanged 369
		SP:Iteration 10Q (135389.970000 sec): 3 clusters
  Score: Raw -1139447.527415 + Penalty 3094.818973 = -1136352.708442
  nChanged 303
		SP:Iteration 11Q (135390.240000 sec): 3 clusters
  Score: Raw -1139603.683278 + Penalty 3094.818973 = -1136508.864305
  nChanged 247
		SP:Iteration 12Q (135390.450000 sec): 3 clusters
  Score: Raw -1139717.549594 + Penalty 3094.818973 = -1136622.730621
  nChanged 216
		SP:Iteration 13Q (135390.690000 sec): 3 clusters
  Score: Raw -1139804.081634 + Penalty 3094.818973 = -1136709.262661
  nChanged 179
		SP:Iteration 14Q (135390.970000 sec): 3 clusters
  Score: Raw -1139874.762646 + Penalty 3094.818973 = -1136779.943673
  nChanged 158
		SP:Iteration 15Q (135391.260000 sec): 3 clusters
  Score: Raw -1139936.653205 + Penalty 3094.818973 = -1136841.834233
  nChanged 145
		SP:Iteration 16Q (135391.470000 sec): 3 clusters
  Score: Raw -1139989.042227 + Penalty 3094.818973 = -1136894.223254
  nChanged 143
		SP:Iteration 17Q (135391.710000 sec): 3 clusters
  Score: Raw -1140045.970298 + Penalty 3094.818973 = -1136951.151326
  nChanged 127
		SP:Iteration 18Q (135391.970000 sec): 3 clusters
  Score: Raw -1140096.221696 + Penalty 3094.818973 = -1137001.402723
  nChanged 122
		SP:Iteration 19Q (135392.280000 sec): 3 clusters
  Score: Raw -1140149.812169 + Penalty 3094.818973 = -1137054.993196
  nChanged 118
		SP:Iteration 20F (135392.530000 sec): 3 clusters
  Score: Raw -1140212.157863 + Penalty 3094.818973 = -1137117.338891
  nChanged 119
		SP:Iteration 21Q (135392.770000 sec): 3 clusters
  Score: Raw -1140275.115765 + Penalty 3094.818973 = -1137180.296792
  nChanged 112
		SP:Iteration 22Q (135393.050000 sec): 3 clusters
  Score: Raw -1140325.600725 + Penalty 3094.818973 = -1137230.781752
  nChanged 96
		SP:Iteration 23Q (135393.290000 sec): 3 clusters
  Score: Raw -1140365.755640 + Penalty 3094.818973 = -1137270.936667
  nChanged 93
		SP:Iteration 24Q (135393.570000 sec): 3 clusters
  Score: Raw -1140400.692532 + Penalty 3094.818973 = -1137305.873559
  nChanged 69
		SP:Iteration 25Q (135393.810000 sec): 3 clusters
  Score: Raw -1140427.608105 + Penalty 3094.818973 = -1137332.789132
  nChanged 59
		SP:Iteration 26Q (135394.100000 sec): 3 clusters
  Score: Raw -1140453.602772 + Penalty 3094.818973 = -1137358.783799
  nChanged 55
		SP:Iteration 27Q (135394.330000 sec): 3 clusters
  Score: Raw -1140478.029242 + Penalty 3094.818973 = -1137383.210269
  nChanged 50
		SP:Iteration 28Q (135394.620000 sec): 3 clusters
  Score: Raw -1140494.875112 + Penalty 3094.818973 = -1137400.056139
  nChanged 35
		SP:Iteration 29Q (135394.860000 sec): 3 clusters
  Score: Raw -1140506.877090 + Penalty 3094.818973 = -1137412.058117
  nChanged 30
		SP:Iteration 30Q (135395.130000 sec): 3 clusters
  Score: Raw -1140517.846288 + Penalty 3094.818973 = -1137423.027315
  nChanged 20
		SP:Iteration 31Q (135395.400000 sec): 3 clusters
  Score: Raw -1140525.152169 + Penalty 3094.818973 = -1137430.333197
  nChanged 17
		SP:Iteration 32Q (135395.610000 sec): 3 clusters
  Score: Raw -1140530.293099 + Penalty 3094.818973 = -1137435.474127
  nChanged 14
		SP:Iteration 33Q (135395.910000 sec): 3 clusters
  Score: Raw -1140534.019386 + Penalty 3094.818973 = -1137439.200413
  nChanged 12
		SP:Iteration 34Q (135396.110000 sec): 3 clusters
  Score: Raw -1140537.001684 + Penalty 3094.818973 = -1137442.182711
  nChanged 7
		SP:Iteration 35Q (135396.390000 sec): 3 clusters
  Score: Raw -1140538.388090 + Penalty 3094.818973 = -1137443.569117
  nChanged 7
		SP:Iteration 36Q (135396.640000 sec): 3 clusters
  Score: Raw -1140539.599269 + Penalty 3094.818973 = -1137444.780296
  nChanged 5
		SP:Iteration 37Q (135396.850000 sec): 3 clusters
  Score: Raw -1140540.414053 + Penalty 3094.818973 = -1137445.595081
  nChanged 4
		SP:Iteration 38Q (135397.120000 sec): 3 clusters
  Score: Raw -1140541.777899 + Penalty 3094.818973 = -1137446.958926
  nChanged 5
		SP:Iteration 39Q (135397.400000 sec): 3 clusters
  Score: Raw -1140543.049204 + Penalty 3094.818973 = -1137448.230231
  nChanged 4
		SP:Iteration 40F (135397.680000 sec): 3 clusters
  Score: Raw -1140543.879779 + Penalty 3094.818973 = -1137449.060807
  nChanged 3
		SP:Iteration 41Q (135397.890000 sec): 3 clusters
  Score: Raw -1140544.236574 + Penalty 3094.818973 = -1137449.417601
  nChanged 1
		SP:Iteration 42Q (135398.170000 sec): 3 clusters
  Score: Raw -1140544.405200 + Penalty 3094.818973 = -1137449.586227
  nChanged 0
		SP:Iteration 43F (135398.450000 sec): 3 clusters
  Score: Raw -1140544.405200 + Penalty 3094.818973 = -1137449.586227
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (4505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135398.530000 sec): 2 clusters
  Score: Raw -381203.000298 + Penalty 1367.103265 = -379835.897033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135398.710000 sec): 3 clusters
  Score: Raw -378906.938248 + Penalty 2734.206530 = -376172.731718
  nChanged 1766
		SP:Iteration 1F (135398.880000 sec): 3 clusters
  Score: Raw -379974.399733 + Penalty 2734.206530 = -377240.193203
  nChanged 384
		SP:Iteration 2F (135399.060000 sec): 3 clusters
  Score: Raw -380199.551683 + Penalty 2734.206530 = -377465.345153
  nChanged 280
		SP:Iteration 3F (135399.230000 sec): 3 clusters
  Score: Raw -380362.597024 + Penalty 2734.206530 = -377628.390494
  nChanged 236
		SP:Iteration 4F (135399.410000 sec): 3 clusters
  Score: Raw -380507.084996 + Penalty 2734.206530 = -377772.878466
  nChanged 207
		SP:Iteration 5Q (135399.590000 sec): 3 clusters
  Score: Raw -380623.651787 + Penalty 2734.206530 = -377889.445257
  nChanged 177
		SP:Iteration 6Q (135399.760000 sec): 3 clusters
  Score: Raw -380735.325062 + Penalty 2734.206530 = -378001.118531
  nChanged 173
		SP:Iteration 7Q (135399.980000 sec): 3 clusters
  Score: Raw -380836.652327 + Penalty 2734.206530 = -378102.445797
  nChanged 144
		SP:Iteration 8Q (135400.150000 sec): 3 clusters
  Score: Raw -380908.604296 + Penalty 2734.206530 = -378174.397766
  nChanged 120
		SP:Iteration 9Q (135400.330000 sec): 3 clusters
  Score: Raw -380970.335582 + Penalty 2734.206530 = -378236.129052
  nChanged 98
		SP:Iteration 10Q (135400.510000 sec): 3 clusters
  Score: Raw -381030.383966 + Penalty 2734.206530 = -378296.177436
  nChanged 98
		SP:Iteration 11Q (135400.680000 sec): 3 clusters
  Score: Raw -381086.445931 + Penalty 2734.206530 = -378352.239401
  nChanged 85
		SP:Iteration 12Q (135400.850000 sec): 3 clusters
  Score: Raw -381131.374984 + Penalty 2734.206530 = -378397.168454
  nChanged 68
		SP:Iteration 13Q (135401.010000 sec): 3 clusters
  Score: Raw -381159.896569 + Penalty 2734.206530 = -378425.690039
  nChanged 56
		SP:Iteration 14Q (135401.170000 sec): 3 clusters
  Score: Raw -381181.287245 + Penalty 2734.206530 = -378447.080715
  nChanged 30
		SP:Iteration 15Q (135401.330000 sec): 3 clusters
  Score: Raw -381193.252752 + Penalty 2734.206530 = -378459.046221
  nChanged 32
		SP:Iteration 16Q (135401.500000 sec): 3 clusters
  Score: Raw -381205.152667 + Penalty 2734.206530 = -378470.946136
  nChanged 36
		SP:Iteration 17Q (135401.670000 sec): 3 clusters
  Score: Raw -381217.939716 + Penalty 2734.206530 = -378483.733186
  nChanged 27
		SP:Iteration 18Q (135401.840000 sec): 3 clusters
  Score: Raw -381228.383485 + Penalty 2734.206530 = -378494.176955
  nChanged 20
		SP:Iteration 19Q (135402.010000 sec): 3 clusters
  Score: Raw -381235.759264 + Penalty 2734.206530 = -378501.552734
  nChanged 17
		SP:Iteration 20F (135402.190000 sec): 3 clusters
  Score: Raw -381240.637401 + Penalty 2734.206530 = -378506.430871
  nChanged 12
		SP:Iteration 21Q (135402.370000 sec): 3 clusters
  Score: Raw -381244.383289 + Penalty 2734.206530 = -378510.176759
  nChanged 11
		SP:Iteration 22Q (135402.540000 sec): 3 clusters
  Score: Raw -381248.873325 + Penalty 2734.206530 = -378514.666795
  nChanged 11
		SP:Iteration 23Q (135402.720000 sec): 3 clusters
  Score: Raw -381251.893012 + Penalty 2734.206530 = -378517.686482
  nChanged 9
		SP:Iteration 24Q (135402.890000 sec): 3 clusters
  Score: Raw -381254.308084 + Penalty 2734.206530 = -378520.101554
  nChanged 8
		SP:Iteration 25Q (135403.070000 sec): 3 clusters
  Score: Raw -381256.612313 + Penalty 2734.206530 = -378522.405783
  nChanged 5
		SP:Iteration 26Q (135403.250000 sec): 3 clusters
  Score: Raw -381258.020000 + Penalty 2734.206530 = -378523.813470
  nChanged 6
		SP:Iteration 27Q (135403.420000 sec): 3 clusters
  Score: Raw -381260.012553 + Penalty 2734.206530 = -378525.806022
  nChanged 5
		SP:Iteration 28Q (135403.600000 sec): 3 clusters
  Score: Raw -381261.839653 + Penalty 2734.206530 = -378527.633123
  nChanged 8
		SP:Iteration 29Q (135403.780000 sec): 3 clusters
  Score: Raw -381264.672365 + Penalty 2734.206530 = -378530.465834
  nChanged 6
		SP:Iteration 30Q (135403.950000 sec): 3 clusters
  Score: Raw -381266.233047 + Penalty 2734.206530 = -378532.026517
  nChanged 3
		SP:Iteration 31Q (135404.130000 sec): 3 clusters
  Score: Raw -381266.868676 + Penalty 2734.206530 = -378532.662145
  nChanged 5
		SP:Iteration 32Q (135404.300000 sec): 3 clusters
  Score: Raw -381268.588172 + Penalty 2734.206530 = -378534.381642
  nChanged 5
		SP:Iteration 33Q (135404.480000 sec): 3 clusters
  Score: Raw -381269.658623 + Penalty 2734.206530 = -378535.452092
  nChanged 2
		SP:Iteration 34Q (135404.650000 sec): 3 clusters
  Score: Raw -381270.122966 + Penalty 2734.206530 = -378535.916436
  nChanged 1
		SP:Iteration 35Q (135404.830000 sec): 3 clusters
  Score: Raw -381270.223890 + Penalty 2734.206530 = -378536.017360
  nChanged 0
		SP:Iteration 36F (135405.000000 sec): 3 clusters
  Score: Raw -381270.223890 + Penalty 2734.206530 = -378536.017360
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135405.100000 sec): 2 clusters
  Score: Raw -414729.358045 + Penalty 1355.207712 = -413374.150333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135405.270000 sec): 3 clusters
  Score: Raw -412587.777286 + Penalty 2710.415424 = -409877.361862
  nChanged 1649
		SP:Iteration 1F (135405.450000 sec): 3 clusters
  Score: Raw -413511.854830 + Penalty 2710.415424 = -410801.439406
  nChanged 292
		SP:Iteration 2F (135405.620000 sec): 3 clusters
  Score: Raw -413655.883518 + Penalty 2710.415424 = -410945.468094
  nChanged 194
		SP:Iteration 3Q (135405.800000 sec): 3 clusters
  Score: Raw -413762.349133 + Penalty 2710.415424 = -411051.933709
  nChanged 158
		SP:Iteration 4Q (135405.960000 sec): 3 clusters
  Score: Raw -413840.552563 + Penalty 2710.415424 = -411130.137139
  nChanged 139
		SP:Iteration 5Q (135406.140000 sec): 3 clusters
  Score: Raw -413912.259570 + Penalty 2710.415424 = -411201.844146
  nChanged 126
		SP:Iteration 6Q (135406.310000 sec): 3 clusters
  Score: Raw -413972.685041 + Penalty 2710.415424 = -411262.269617
  nChanged 111
		SP:Iteration 7Q (135406.490000 sec): 3 clusters
  Score: Raw -414024.941199 + Penalty 2710.415424 = -411314.525776
  nChanged 113
		SP:Iteration 8Q (135406.660000 sec): 3 clusters
  Score: Raw -414088.581580 + Penalty 2710.415424 = -411378.166156
  nChanged 143
		SP:Iteration 9Q (135406.840000 sec): 3 clusters
  Score: Raw -414170.260252 + Penalty 2710.415424 = -411459.844828
  nChanged 135
		SP:Iteration 10Q (135407.020000 sec): 3 clusters
  Score: Raw -414258.123802 + Penalty 2710.415424 = -411547.708378
  nChanged 155
		SP:Iteration 11Q (135407.190000 sec): 3 clusters
  Score: Raw -414374.007039 + Penalty 2710.415424 = -411663.591615
  nChanged 163
		SP:Iteration 12Q (135407.370000 sec): 3 clusters
  Score: Raw -414515.328821 + Penalty 2710.415424 = -411804.913397
  nChanged 174
		SP:Iteration 13Q (135407.540000 sec): 3 clusters
  Score: Raw -414671.061151 + Penalty 2710.415424 = -411960.645727
  nChanged 155
		SP:Iteration 14Q (135407.720000 sec): 3 clusters
  Score: Raw -414817.476655 + Penalty 2710.415424 = -412107.061231
  nChanged 129
		SP:Iteration 15Q (135407.900000 sec): 3 clusters
  Score: Raw -414928.838043 + Penalty 2710.415424 = -412218.422619
  nChanged 86
		SP:Iteration 16Q (135408.070000 sec): 3 clusters
  Score: Raw -415004.140877 + Penalty 2710.415424 = -412293.725453
  nChanged 68
		SP:Iteration 17Q (135408.250000 sec): 3 clusters
  Score: Raw -415071.582467 + Penalty 2710.415424 = -412361.167043
  nChanged 50
		SP:Iteration 18Q (135408.420000 sec): 3 clusters
  Score: Raw -415116.363217 + Penalty 2710.415424 = -412405.947793
  nChanged 37
		SP:Iteration 19Q (135408.600000 sec): 3 clusters
  Score: Raw -415146.790129 + Penalty 2710.415424 = -412436.374705
  nChanged 27
		SP:Iteration 20F (135408.780000 sec): 3 clusters
  Score: Raw -415169.280355 + Penalty 2710.415424 = -412458.864931
  nChanged 18
		SP:Iteration 21Q (135408.950000 sec): 3 clusters
  Score: Raw -415180.600426 + Penalty 2710.415424 = -412470.185002
  nChanged 17
		SP:Iteration 22Q (135409.130000 sec): 3 clusters
  Score: Raw -415189.857481 + Penalty 2710.415424 = -412479.442057
  nChanged 9
		SP:Iteration 23Q (135409.300000 sec): 3 clusters
  Score: Raw -415193.852822 + Penalty 2710.415424 = -412483.437398
  nChanged 3
		SP:Iteration 24Q (135409.480000 sec): 3 clusters
  Score: Raw -415195.426375 + Penalty 2710.415424 = -412485.010951
  nChanged 5
		SP:Iteration 25Q (135409.660000 sec): 3 clusters
  Score: Raw -415197.885133 + Penalty 2710.415424 = -412487.469709
  nChanged 4
		SP:Iteration 26Q (135409.830000 sec): 3 clusters
  Score: Raw -415200.324802 + Penalty 2710.415424 = -412489.909378
  nChanged 2
		SP:Iteration 27Q (135410.010000 sec): 3 clusters
  Score: Raw -415202.239946 + Penalty 2710.415424 = -412491.824522
  nChanged 3
		SP:Iteration 28Q (135410.180000 sec): 3 clusters
  Score: Raw -415203.380079 + Penalty 2710.415424 = -412492.964655
  nChanged 0
		SP:Iteration 29F (135410.360000 sec): 3 clusters
  Score: Raw -415203.380079 + Penalty 2710.415424 = -412492.964655
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (7728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135410.480000 sec): 2 clusters
  Score: Raw -710401.018165 + Penalty 1454.798374 = -708946.219791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135410.690000 sec): 3 clusters
  Score: Raw -706121.007665 + Penalty 2909.596747 = -703211.410918
  nChanged 3320
		SP:Iteration 1F (135410.890000 sec): 3 clusters
  Score: Raw -708085.907313 + Penalty 2909.596747 = -705176.310566
  nChanged 587
		SP:Iteration 2F (135411.090000 sec): 3 clusters
  Score: Raw -708457.695669 + Penalty 2909.596747 = -705548.098922
  nChanged 531
		SP:Iteration 3F (135411.280000 sec): 3 clusters
  Score: Raw -708785.318615 + Penalty 2909.596747 = -705875.721867
  nChanged 443
		SP:Iteration 4F (135411.480000 sec): 3 clusters
  Score: Raw -709032.573272 + Penalty 2909.596747 = -706122.976524
  nChanged 393
		SP:Iteration 5F (135411.680000 sec): 3 clusters
  Score: Raw -709233.911340 + Penalty 2909.596747 = -706324.314593
  nChanged 303
		SP:Iteration 6Q (135411.880000 sec): 3 clusters
  Score: Raw -709375.219332 + Penalty 2909.596747 = -706465.622585
  nChanged 270
		SP:Iteration 7Q (135412.080000 sec): 3 clusters
  Score: Raw -709495.436715 + Penalty 2909.596747 = -706585.839968
  nChanged 242
		SP:Iteration 8Q (135412.280000 sec): 3 clusters
  Score: Raw -709591.664458 + Penalty 2909.596747 = -706682.067711
  nChanged 188
		SP:Iteration 9Q (135412.480000 sec): 3 clusters
  Score: Raw -709647.502429 + Penalty 2909.596747 = -706737.905682
  nChanged 136
		SP:Iteration 10Q (135412.600000 sec): 3 clusters
  Score: Raw -709682.482094 + Penalty 2909.596747 = -706772.885347
  nChanged 112
		SP:Iteration 11Q (135412.730000 sec): 3 clusters
  Score: Raw -709712.160244 + Penalty 2909.596747 = -706802.563497
  nChanged 91
		SP:Iteration 12Q (135412.950000 sec): 3 clusters
  Score: Raw -709736.267049 + Penalty 2909.596747 = -706826.670302
  nChanged 81
		SP:Iteration 13Q (135413.120000 sec): 3 clusters
  Score: Raw -709756.699881 + Penalty 2909.596747 = -706847.103134
  nChanged 81
		SP:Iteration 14Q (135413.320000 sec): 3 clusters
  Score: Raw -709775.526140 + Penalty 2909.596747 = -706865.929393
  nChanged 60
		SP:Iteration 15Q (135413.520000 sec): 3 clusters
  Score: Raw -709788.408375 + Penalty 2909.596747 = -706878.811628
  nChanged 60
		SP:Iteration 16Q (135413.720000 sec): 3 clusters
  Score: Raw -709801.305727 + Penalty 2909.596747 = -706891.708980
  nChanged 64
		SP:Iteration 17Q (135413.920000 sec): 3 clusters
  Score: Raw -709814.585439 + Penalty 2909.596747 = -706904.988692
  nChanged 53
		SP:Iteration 18Q (135414.120000 sec): 3 clusters
  Score: Raw -709823.709370 + Penalty 2909.596747 = -706914.112623
  nChanged 42
		SP:Iteration 19Q (135414.320000 sec): 3 clusters
  Score: Raw -709831.986747 + Penalty 2909.596747 = -706922.390000
  nChanged 38
		SP:Iteration 20F (135414.530000 sec): 3 clusters
  Score: Raw -709838.250421 + Penalty 2909.596747 = -706928.653674
  nChanged 35
		SP:Iteration 21Q (135414.730000 sec): 3 clusters
  Score: Raw -709845.944047 + Penalty 2909.596747 = -706936.347300
  nChanged 32
		SP:Iteration 22Q (135414.930000 sec): 3 clusters
  Score: Raw -709850.013391 + Penalty 2909.596747 = -706940.416644
  nChanged 31
		SP:Iteration 23Q (135415.130000 sec): 3 clusters
  Score: Raw -709854.667295 + Penalty 2909.596747 = -706945.070548
  nChanged 44
		SP:Iteration 24Q (135415.330000 sec): 3 clusters
  Score: Raw -709861.828502 + Penalty 2909.596747 = -706952.231755
  nChanged 43
		SP:Iteration 25Q (135415.570000 sec): 3 clusters
  Score: Raw -709871.163416 + Penalty 2909.596747 = -706961.566668
  nChanged 54
		SP:Iteration 26Q (135415.780000 sec): 3 clusters
  Score: Raw -709879.112274 + Penalty 2909.596747 = -706969.515527
  nChanged 42
		SP:Iteration 27Q (135415.980000 sec): 3 clusters
  Score: Raw -709884.885468 + Penalty 2909.596747 = -706975.288720
  nChanged 27
		SP:Iteration 28Q (135416.180000 sec): 3 clusters
  Score: Raw -709889.137401 + Penalty 2909.596747 = -706979.540654
  nChanged 32
		SP:Iteration 29Q (135416.380000 sec): 3 clusters
  Score: Raw -709893.362252 + Penalty 2909.596747 = -706983.765505
  nChanged 31
		SP:Iteration 30Q (135416.580000 sec): 3 clusters
  Score: Raw -709896.710965 + Penalty 2909.596747 = -706987.114218
  nChanged 19
		SP:Iteration 31Q (135416.780000 sec): 3 clusters
  Score: Raw -709899.461024 + Penalty 2909.596747 = -706989.864277
  nChanged 28
		SP:Iteration 32Q (135416.970000 sec): 3 clusters
  Score: Raw -709902.637187 + Penalty 2909.596747 = -706993.040440
  nChanged 17
		SP:Iteration 33Q (135417.170000 sec): 3 clusters
  Score: Raw -709904.207984 + Penalty 2909.596747 = -706994.611237
  nChanged 12
		SP:Iteration 34Q (135417.370000 sec): 3 clusters
  Score: Raw -709905.360331 + Penalty 2909.596747 = -706995.763584
  nChanged 13
		SP:Iteration 35Q (135417.570000 sec): 3 clusters
  Score: Raw -709906.874365 + Penalty 2909.596747 = -706997.277618
  nChanged 13
		SP:Iteration 36Q (135417.770000 sec): 3 clusters
  Score: Raw -709908.579931 + Penalty 2909.596747 = -706998.983184
  nChanged 18
		SP:Iteration 37Q (135418.000000 sec): 3 clusters
  Score: Raw -709911.607974 + Penalty 2909.596747 = -707002.011227
  nChanged 22
		SP:Iteration 38Q (135418.120000 sec): 3 clusters
  Score: Raw -709914.240337 + Penalty 2909.596747 = -707004.643590
  nChanged 21
		SP:Iteration 39Q (135418.240000 sec): 3 clusters
  Score: Raw -709916.752380 + Penalty 2909.596747 = -707007.155633
  nChanged 15
		SP:Iteration 40F (135418.370000 sec): 3 clusters
  Score: Raw -709918.178662 + Penalty 2909.596747 = -707008.581915
  nChanged 15
		SP:Iteration 41Q (135418.490000 sec): 3 clusters
  Score: Raw -709919.560491 + Penalty 2909.596747 = -707009.963743
  nChanged 21
		SP:Iteration 42Q (135418.610000 sec): 3 clusters
  Score: Raw -709922.556776 + Penalty 2909.596747 = -707012.960029
  nChanged 28
		SP:Iteration 43Q (135418.730000 sec): 3 clusters
  Score: Raw -709925.299577 + Penalty 2909.596747 = -707015.702829
  nChanged 20
		SP:Iteration 44Q (135418.860000 sec): 3 clusters
  Score: Raw -709927.567208 + Penalty 2909.596747 = -707017.970461
  nChanged 18
		SP:Iteration 45Q (135418.990000 sec): 3 clusters
  Score: Raw -709930.263574 + Penalty 2909.596747 = -707020.666827
  nChanged 22
		SP:Iteration 46Q (135419.180000 sec): 3 clusters
  Score: Raw -709933.497501 + Penalty 2909.596747 = -707023.900754
  nChanged 25
		SP:Iteration 47Q (135419.380000 sec): 3 clusters
  Score: Raw -709938.170256 + Penalty 2909.596747 = -707028.573509
  nChanged 26
		SP:Iteration 48Q (135419.580000 sec): 3 clusters
  Score: Raw -709941.768218 + Penalty 2909.596747 = -707032.171470
  nChanged 27
		SP:Iteration 49Q (135419.770000 sec): 3 clusters
  Score: Raw -709945.165660 + Penalty 2909.596747 = -707035.568913
  nChanged 22
		SP:Iteration 50Q (135419.970000 sec): 3 clusters
  Score: Raw -709947.757760 + Penalty 2909.596747 = -707038.161012
  nChanged 28
		SP:Iteration 51Q (135420.170000 sec): 3 clusters
  Score: Raw -709951.523510 + Penalty 2909.596747 = -707041.926763
  nChanged 36
		SP:Iteration 52Q (135420.360000 sec): 3 clusters
  Score: Raw -709956.482634 + Penalty 2909.596747 = -707046.885887
  nChanged 29
		SP:Iteration 53Q (135420.560000 sec): 3 clusters
  Score: Raw -709960.863392 + Penalty 2909.596747 = -707051.266644
  nChanged 32
		SP:Iteration 54Q (135420.760000 sec): 3 clusters
  Score: Raw -709965.021242 + Penalty 2909.596747 = -707055.424495
  nChanged 32
		SP:Iteration 55Q (135420.950000 sec): 3 clusters
  Score: Raw -709969.377970 + Penalty 2909.596747 = -707059.781223
  nChanged 33
		SP:Iteration 56Q (135421.070000 sec): 3 clusters
  Score: Raw -709974.597353 + Penalty 2909.596747 = -707065.000605
  nChanged 36
		SP:Iteration 57Q (135421.190000 sec): 3 clusters
  Score: Raw -709980.900958 + Penalty 2909.596747 = -707071.304211
  nChanged 47
		SP:Iteration 58Q (135421.310000 sec): 3 clusters
  Score: Raw -709990.693281 + Penalty 2909.596747 = -707081.096534
  nChanged 56
		SP:Iteration 59Q (135421.440000 sec): 3 clusters
  Score: Raw -710003.191253 + Penalty 2909.596747 = -707093.594506
  nChanged 75
		SP:Iteration 60F (135421.630000 sec): 3 clusters
  Score: Raw -710019.625869 + Penalty 2909.596747 = -707110.029122
  nChanged 77
		SP:Iteration 61Q (135421.830000 sec): 3 clusters
  Score: Raw -710034.267175 + Penalty 2909.596747 = -707124.670428
  nChanged 68
		SP:Iteration 62Q (135422.030000 sec): 3 clusters
  Score: Raw -710047.689734 + Penalty 2909.596747 = -707138.092987
  nChanged 57
		SP:Iteration 63Q (135422.230000 sec): 3 clusters
  Score: Raw -710059.917836 + Penalty 2909.596747 = -707150.321088
  nChanged 66
		SP:Iteration 64Q (135422.430000 sec): 3 clusters
  Score: Raw -710076.201059 + Penalty 2909.596747 = -707166.604312
  nChanged 74
		SP:Iteration 65Q (135422.620000 sec): 3 clusters
  Score: Raw -710096.951164 + Penalty 2909.596747 = -707187.354417
  nChanged 75
		SP:Iteration 66Q (135422.820000 sec): 3 clusters
  Score: Raw -710118.052455 + Penalty 2909.596747 = -707208.455708
  nChanged 71
		SP:Iteration 67Q (135423.020000 sec): 3 clusters
  Score: Raw -710139.083765 + Penalty 2909.596747 = -707229.487018
  nChanged 75
		SP:Iteration 68Q (135423.220000 sec): 3 clusters
  Score: Raw -710161.639345 + Penalty 2909.596747 = -707252.042598
  nChanged 87
		SP:Iteration 69Q (135423.420000 sec): 3 clusters
  Score: Raw -710190.143940 + Penalty 2909.596747 = -707280.547193
  nChanged 82
		SP:Iteration 70Q (135423.650000 sec): 3 clusters
  Score: Raw -710218.659509 + Penalty 2909.596747 = -707309.062762
  nChanged 85
		SP:Iteration 71Q (135423.860000 sec): 3 clusters
  Score: Raw -710247.388015 + Penalty 2909.596747 = -707337.791268
  nChanged 78
		SP:Iteration 72Q (135424.060000 sec): 3 clusters
  Score: Raw -710276.271572 + Penalty 2909.596747 = -707366.674825
  nChanged 71
		SP:Iteration 73Q (135424.260000 sec): 3 clusters
  Score: Raw -710304.983921 + Penalty 2909.596747 = -707395.387174
  nChanged 61
		SP:Iteration 74Q (135424.460000 sec): 3 clusters
  Score: Raw -710325.599160 + Penalty 2909.596747 = -707416.002413
  nChanged 66
		SP:Iteration 75Q (135424.660000 sec): 3 clusters
  Score: Raw -710350.960401 + Penalty 2909.596747 = -707441.363654
  nChanged 65
		SP:Iteration 76Q (135424.900000 sec): 3 clusters
  Score: Raw -710375.190038 + Penalty 2909.596747 = -707465.593290
  nChanged 53
		SP:Iteration 77Q (135425.060000 sec): 3 clusters
  Score: Raw -710397.335184 + Penalty 2909.596747 = -707487.738437
  nChanged 47
		SP:Iteration 78Q (135425.270000 sec): 3 clusters
  Score: Raw -710414.070575 + Penalty 2909.596747 = -707504.473828
  nChanged 42
		SP:Iteration 79Q (135425.470000 sec): 3 clusters
  Score: Raw -710428.452789 + Penalty 2909.596747 = -707518.856042
  nChanged 34
		SP:Iteration 80F (135425.670000 sec): 3 clusters
  Score: Raw -710442.697766 + Penalty 2909.596747 = -707533.101019
  nChanged 42
		SP:Iteration 81Q (135425.870000 sec): 3 clusters
  Score: Raw -710458.396519 + Penalty 2909.596747 = -707548.799772
  nChanged 35
		SP:Iteration 82Q (135426.070000 sec): 3 clusters
  Score: Raw -710469.882737 + Penalty 2909.596747 = -707560.285990
  nChanged 34
		SP:Iteration 83Q (135426.270000 sec): 3 clusters
  Score: Raw -710480.165908 + Penalty 2909.596747 = -707570.569161
  nChanged 32
		SP:Iteration 84Q (135426.470000 sec): 3 clusters
  Score: Raw -710490.520614 + Penalty 2909.596747 = -707580.923867
  nChanged 33
		SP:Iteration 85Q (135426.670000 sec): 3 clusters
  Score: Raw -710503.680426 + Penalty 2909.596747 = -707594.083679
  nChanged 31
		SP:Iteration 86Q (135426.870000 sec): 3 clusters
  Score: Raw -710513.864205 + Penalty 2909.596747 = -707604.267458
  nChanged 25
		SP:Iteration 87Q (135427.060000 sec): 3 clusters
  Score: Raw -710521.255933 + Penalty 2909.596747 = -707611.659186
  nChanged 27
		SP:Iteration 88Q (135427.180000 sec): 3 clusters
  Score: Raw -710528.965879 + Penalty 2909.596747 = -707619.369132
  nChanged 21
		SP:Iteration 89Q (135427.300000 sec): 3 clusters
  Score: Raw -710536.314836 + Penalty 2909.596747 = -707626.718089
  nChanged 12
		SP:Iteration 90Q (135427.420000 sec): 3 clusters
  Score: Raw -710540.810672 + Penalty 2909.596747 = -707631.213925
  nChanged 17
		SP:Iteration 91Q (135427.540000 sec): 3 clusters
  Score: Raw -710548.882352 + Penalty 2909.596747 = -707639.285605
  nChanged 25
		SP:Iteration 92Q (135427.660000 sec): 3 clusters
  Score: Raw -710560.115045 + Penalty 2909.596747 = -707650.518298
  nChanged 29
		SP:Iteration 93Q (135427.780000 sec): 3 clusters
  Score: Raw -710569.609001 + Penalty 2909.596747 = -707660.012254
  nChanged 13
		SP:Iteration 94Q (135427.900000 sec): 3 clusters
  Score: Raw -710574.516098 + Penalty 2909.596747 = -707664.919351
  nChanged 22
		SP:Iteration 95Q (135428.020000 sec): 3 clusters
  Score: Raw -710582.258627 + Penalty 2909.596747 = -707672.661880
  nChanged 14
		SP:Iteration 96Q (135428.140000 sec): 3 clusters
  Score: Raw -710586.671615 + Penalty 2909.596747 = -707677.074868
  nChanged 14
		SP:Iteration 97Q (135428.260000 sec): 3 clusters
  Score: Raw -710590.724682 + Penalty 2909.596747 = -707681.127935
  nChanged 8
		SP:Iteration 98Q (135428.380000 sec): 3 clusters
  Score: Raw -710593.454402 + Penalty 2909.596747 = -707683.857654
  nChanged 7
		SP:Iteration 99Q (135428.500000 sec): 3 clusters
  Score: Raw -710596.383155 + Penalty 2909.596747 = -707686.786408
  nChanged 6
		SP:Iteration 100F (135428.620000 sec): 3 clusters
  Score: Raw -710599.159678 + Penalty 2909.596747 = -707689.562931
  nChanged 8
		SP:Iteration 101Q (135428.740000 sec): 3 clusters
  Score: Raw -710602.692861 + Penalty 2909.596747 = -707693.096113
  nChanged 10
		SP:Iteration 102Q (135428.850000 sec): 3 clusters
  Score: Raw -710605.389936 + Penalty 2909.596747 = -707695.793189
  nChanged 11
		SP:Iteration 103Q (135428.970000 sec): 3 clusters
  Score: Raw -710608.418515 + Penalty 2909.596747 = -707698.821768
  nChanged 10
		SP:Iteration 104Q (135429.090000 sec): 3 clusters
  Score: Raw -710611.138595 + Penalty 2909.596747 = -707701.541848
  nChanged 8
		SP:Iteration 105Q (135429.210000 sec): 3 clusters
  Score: Raw -710613.035639 + Penalty 2909.596747 = -707703.438892
  nChanged 7
		SP:Iteration 106Q (135429.320000 sec): 3 clusters
  Score: Raw -710614.658161 + Penalty 2909.596747 = -707705.061414
  nChanged 7
		SP:Iteration 107Q (135429.440000 sec): 3 clusters
  Score: Raw -710616.180454 + Penalty 2909.596747 = -707706.583707
  nChanged 3
		SP:Iteration 108Q (135429.560000 sec): 3 clusters
  Score: Raw -710616.924990 + Penalty 2909.596747 = -707707.328243
  nChanged 4
		SP:Iteration 109Q (135429.690000 sec): 3 clusters
  Score: Raw -710618.536030 + Penalty 2909.596747 = -707708.939283
  nChanged 3
		SP:Iteration 110Q (135429.800000 sec): 3 clusters
  Score: Raw -710619.249514 + Penalty 2909.596747 = -707709.652767
  nChanged 2
		SP:Iteration 111Q (135429.920000 sec): 3 clusters
  Score: Raw -710619.698006 + Penalty 2909.596747 = -707710.101259
  nChanged 3
		SP:Iteration 112Q (135430.110000 sec): 3 clusters
  Score: Raw -710620.350666 + Penalty 2909.596747 = -707710.753919
  nChanged 1
		SP:Iteration 113Q (135430.320000 sec): 3 clusters
  Score: Raw -710620.365679 + Penalty 2909.596747 = -707710.768931
  nChanged 0
		SP:Iteration 114F (135430.520000 sec): 3 clusters
  Score: Raw -710620.365679 + Penalty 2909.596747 = -707710.768931
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (7135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135430.650000 sec): 2 clusters
  Score: Raw -621470.716192 + Penalty 1441.824724 = -620028.891468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135430.850000 sec): 3 clusters
  Score: Raw -617621.036874 + Penalty 2883.649447 = -614737.387427
  nChanged 2989
		SP:Iteration 1F (135431.060000 sec): 3 clusters
  Score: Raw -619541.392512 + Penalty 2883.649447 = -616657.743065
  nChanged 640
		SP:Iteration 2F (135431.260000 sec): 3 clusters
  Score: Raw -620017.942408 + Penalty 2883.649447 = -617134.292961
  nChanged 527
		SP:Iteration 3F (135431.460000 sec): 3 clusters
  Score: Raw -620370.170792 + Penalty 2883.649447 = -617486.521345
  nChanged 409
		SP:Iteration 4F (135431.660000 sec): 3 clusters
  Score: Raw -620606.780514 + Penalty 2883.649447 = -617723.131066
  nChanged 307
		SP:Iteration 5Q (135431.860000 sec): 3 clusters
  Score: Raw -620791.669730 + Penalty 2883.649447 = -617908.020283
  nChanged 257
		SP:Iteration 6Q (135432.060000 sec): 3 clusters
  Score: Raw -620919.733872 + Penalty 2883.649447 = -618036.084425
  nChanged 212
		SP:Iteration 7Q (135432.260000 sec): 3 clusters
  Score: Raw -621013.398422 + Penalty 2883.649447 = -618129.748975
  nChanged 153
		SP:Iteration 8Q (135432.470000 sec): 3 clusters
  Score: Raw -621069.979816 + Penalty 2883.649447 = -618186.330368
  nChanged 132
		SP:Iteration 9Q (135432.670000 sec): 3 clusters
  Score: Raw -621125.465813 + Penalty 2883.649447 = -618241.816366
  nChanged 111
		SP:Iteration 10Q (135432.870000 sec): 3 clusters
  Score: Raw -621167.028597 + Penalty 2883.649447 = -618283.379150
  nChanged 101
		SP:Iteration 11Q (135433.070000 sec): 3 clusters
  Score: Raw -621204.552159 + Penalty 2883.649447 = -618320.902712
  nChanged 89
		SP:Iteration 12Q (135433.270000 sec): 3 clusters
  Score: Raw -621237.350228 + Penalty 2883.649447 = -618353.700781
  nChanged 84
		SP:Iteration 13Q (135433.460000 sec): 3 clusters
  Score: Raw -621264.609842 + Penalty 2883.649447 = -618380.960395
  nChanged 72
		SP:Iteration 14Q (135433.680000 sec): 3 clusters
  Score: Raw -621286.553486 + Penalty 2883.649447 = -618402.904039
  nChanged 63
		SP:Iteration 15Q (135433.880000 sec): 3 clusters
  Score: Raw -621305.245468 + Penalty 2883.649447 = -618421.596021
  nChanged 50
		SP:Iteration 16Q (135434.080000 sec): 3 clusters
  Score: Raw -621317.821542 + Penalty 2883.649447 = -618434.172094
  nChanged 41
		SP:Iteration 17Q (135434.280000 sec): 3 clusters
  Score: Raw -621325.032352 + Penalty 2883.649447 = -618441.382905
  nChanged 30
		SP:Iteration 18Q (135434.490000 sec): 3 clusters
  Score: Raw -621331.855656 + Penalty 2883.649447 = -618448.206209
  nChanged 30
		SP:Iteration 19Q (135434.690000 sec): 3 clusters
  Score: Raw -621338.367701 + Penalty 2883.649447 = -618454.718254
  nChanged 23
		SP:Iteration 20F (135434.890000 sec): 3 clusters
  Score: Raw -621342.317793 + Penalty 2883.649447 = -618458.668346
  nChanged 22
		SP:Iteration 21Q (135435.100000 sec): 3 clusters
  Score: Raw -621347.122789 + Penalty 2883.649447 = -618463.473342
  nChanged 29
		SP:Iteration 22Q (135435.300000 sec): 3 clusters
  Score: Raw -621355.666360 + Penalty 2883.649447 = -618472.016913
  nChanged 43
		SP:Iteration 23Q (135435.500000 sec): 3 clusters
  Score: Raw -621368.107983 + Penalty 2883.649447 = -618484.458535
  nChanged 44
		SP:Iteration 24Q (135435.700000 sec): 3 clusters
  Score: Raw -621379.790521 + Penalty 2883.649447 = -618496.141074
  nChanged 42
		SP:Iteration 25Q (135435.910000 sec): 3 clusters
  Score: Raw -621390.051830 + Penalty 2883.649447 = -618506.402383
  nChanged 37
		SP:Iteration 26Q (135436.110000 sec): 3 clusters
  Score: Raw -621401.176724 + Penalty 2883.649447 = -618517.527277
  nChanged 39
		SP:Iteration 27Q (135436.310000 sec): 3 clusters
  Score: Raw -621413.554885 + Penalty 2883.649447 = -618529.905438
  nChanged 51
		SP:Iteration 28Q (135436.520000 sec): 3 clusters
  Score: Raw -621431.621066 + Penalty 2883.649447 = -618547.971619
  nChanged 56
		SP:Iteration 29Q (135436.710000 sec): 3 clusters
  Score: Raw -621449.547776 + Penalty 2883.649447 = -618565.898329
  nChanged 50
		SP:Iteration 30Q (135436.820000 sec): 3 clusters
  Score: Raw -621462.319304 + Penalty 2883.649447 = -618578.669857
  nChanged 46
		SP:Iteration 31Q (135436.990000 sec): 3 clusters
  Score: Raw -621472.879657 + Penalty 2883.649447 = -618589.230209
  nChanged 36
		SP:Iteration 32Q (135437.100000 sec): 3 clusters
  Score: Raw -621486.198567 + Penalty 2883.649447 = -618602.549119
  nChanged 39
		SP:Iteration 33Q (135437.290000 sec): 3 clusters
  Score: Raw -621502.842554 + Penalty 2883.649447 = -618619.193107
  nChanged 44
		SP:Iteration 34Q (135437.500000 sec): 3 clusters
  Score: Raw -621517.418659 + Penalty 2883.649447 = -618633.769212
  nChanged 46
		SP:Iteration 35Q (135437.700000 sec): 3 clusters
  Score: Raw -621534.972241 + Penalty 2883.649447 = -618651.322794
  nChanged 46
		SP:Iteration 36Q (135437.910000 sec): 3 clusters
  Score: Raw -621548.462463 + Penalty 2883.649447 = -618664.813016
  nChanged 46
		SP:Iteration 37Q (135438.110000 sec): 3 clusters
  Score: Raw -621560.482151 + Penalty 2883.649447 = -618676.832704
  nChanged 36
		SP:Iteration 38Q (135438.320000 sec): 3 clusters
  Score: Raw -621569.288077 + Penalty 2883.649447 = -618685.638630
  nChanged 25
		SP:Iteration 39Q (135438.520000 sec): 3 clusters
  Score: Raw -621573.872145 + Penalty 2883.649447 = -618690.222698
  nChanged 23
		SP:Iteration 40F (135438.730000 sec): 3 clusters
  Score: Raw -621578.628448 + Penalty 2883.649447 = -618694.979000
  nChanged 23
		SP:Iteration 41Q (135438.940000 sec): 3 clusters
  Score: Raw -621584.012810 + Penalty 2883.649447 = -618700.363363
  nChanged 24
		SP:Iteration 42Q (135439.140000 sec): 3 clusters
  Score: Raw -621590.069964 + Penalty 2883.649447 = -618706.420517
  nChanged 24
		SP:Iteration 43Q (135439.350000 sec): 3 clusters
  Score: Raw -621595.185930 + Penalty 2883.649447 = -618711.536483
  nChanged 12
		SP:Iteration 44Q (135439.550000 sec): 3 clusters
  Score: Raw -621596.673845 + Penalty 2883.649447 = -618713.024398
  nChanged 8
		SP:Iteration 45Q (135439.760000 sec): 3 clusters
  Score: Raw -621597.872894 + Penalty 2883.649447 = -618714.223447
  nChanged 4
		SP:Iteration 46Q (135439.960000 sec): 3 clusters
  Score: Raw -621598.408062 + Penalty 2883.649447 = -618714.758615
  nChanged 3
		SP:Iteration 47Q (135440.160000 sec): 3 clusters
  Score: Raw -621598.972276 + Penalty 2883.649447 = -618715.322829
  nChanged 5
		SP:Iteration 48Q (135440.370000 sec): 3 clusters
  Score: Raw -621600.744012 + Penalty 2883.649447 = -618717.094564
  nChanged 8
		SP:Iteration 49Q (135440.570000 sec): 3 clusters
  Score: Raw -621602.127932 + Penalty 2883.649447 = -618718.478485
  nChanged 5
		SP:Iteration 50Q (135440.780000 sec): 3 clusters
  Score: Raw -621602.834380 + Penalty 2883.649447 = -618719.184932
  nChanged 2
		SP:Iteration 51Q (135440.980000 sec): 3 clusters
  Score: Raw -621603.298063 + Penalty 2883.649447 = -618719.648616
  nChanged 3
		SP:Iteration 52Q (135441.180000 sec): 3 clusters
  Score: Raw -621603.846599 + Penalty 2883.649447 = -618720.197151
  nChanged 1
		SP:Iteration 53Q (135441.370000 sec): 3 clusters
  Score: Raw -621603.980131 + Penalty 2883.649447 = -618720.330684
  nChanged 2
		SP:Iteration 54Q (135441.480000 sec): 3 clusters
  Score: Raw -621604.238109 + Penalty 2883.649447 = -618720.588661
  nChanged 2
		SP:Iteration 55Q (135441.590000 sec): 3 clusters
  Score: Raw -621605.213811 + Penalty 2883.649447 = -618721.564364
  nChanged 4
		SP:Iteration 56Q (135441.780000 sec): 3 clusters
  Score: Raw -621606.493253 + Penalty 2883.649447 = -618722.843806
  nChanged 7
		SP:Iteration 57Q (135441.980000 sec): 3 clusters
  Score: Raw -621607.999924 + Penalty 2883.649447 = -618724.350477
  nChanged 5
		SP:Iteration 58Q (135442.190000 sec): 3 clusters
  Score: Raw -621609.156616 + Penalty 2883.649447 = -618725.507169
  nChanged 8
		SP:Iteration 59Q (135442.390000 sec): 3 clusters
  Score: Raw -621610.419317 + Penalty 2883.649447 = -618726.769870
  nChanged 7
		SP:Iteration 60F (135442.590000 sec): 3 clusters
  Score: Raw -621612.584154 + Penalty 2883.649447 = -618728.934707
  nChanged 10
		SP:Iteration 61Q (135442.800000 sec): 3 clusters
  Score: Raw -621615.146937 + Penalty 2883.649447 = -618731.497490
  nChanged 17
		SP:Iteration 62Q (135443.000000 sec): 3 clusters
  Score: Raw -621619.722277 + Penalty 2883.649447 = -618736.072830
  nChanged 21
		SP:Iteration 63Q (135443.200000 sec): 3 clusters
  Score: Raw -621624.653597 + Penalty 2883.649447 = -618741.004150
  nChanged 21
		SP:Iteration 64Q (135443.400000 sec): 3 clusters
  Score: Raw -621630.207799 + Penalty 2883.649447 = -618746.558351
  nChanged 17
		SP:Iteration 65Q (135443.600000 sec): 3 clusters
  Score: Raw -621634.642103 + Penalty 2883.649447 = -618750.992655
  nChanged 20
		SP:Iteration 66Q (135443.810000 sec): 3 clusters
  Score: Raw -621639.737480 + Penalty 2883.649447 = -618756.088032
  nChanged 14
		SP:Iteration 67Q (135444.010000 sec): 3 clusters
  Score: Raw -621643.896343 + Penalty 2883.649447 = -618760.246896
  nChanged 17
		SP:Iteration 68Q (135444.210000 sec): 3 clusters
  Score: Raw -621647.597606 + Penalty 2883.649447 = -618763.948159
  nChanged 18
		SP:Iteration 69Q (135444.420000 sec): 3 clusters
  Score: Raw -621651.575692 + Penalty 2883.649447 = -618767.926245
  nChanged 17
		SP:Iteration 70Q (135444.620000 sec): 3 clusters
  Score: Raw -621655.972543 + Penalty 2883.649447 = -618772.323096
  nChanged 19
		SP:Iteration 71Q (135444.820000 sec): 3 clusters
  Score: Raw -621661.522450 + Penalty 2883.649447 = -618777.873003
  nChanged 21
		SP:Iteration 72Q (135445.020000 sec): 3 clusters
  Score: Raw -621666.912531 + Penalty 2883.649447 = -618783.263083
  nChanged 20
		SP:Iteration 73Q (135445.230000 sec): 3 clusters
  Score: Raw -621671.065580 + Penalty 2883.649447 = -618787.416132
  nChanged 15
		SP:Iteration 74Q (135445.430000 sec): 3 clusters
  Score: Raw -621673.800089 + Penalty 2883.649447 = -618790.150642
  nChanged 13
		SP:Iteration 75Q (135445.630000 sec): 3 clusters
  Score: Raw -621676.461883 + Penalty 2883.649447 = -618792.812436
  nChanged 10
		SP:Iteration 76Q (135445.840000 sec): 3 clusters
  Score: Raw -621678.176609 + Penalty 2883.649447 = -618794.527161
  nChanged 9
		SP:Iteration 77Q (135446.040000 sec): 3 clusters
  Score: Raw -621680.510335 + Penalty 2883.649447 = -618796.860888
  nChanged 14
		SP:Iteration 78Q (135446.240000 sec): 3 clusters
  Score: Raw -621683.025912 + Penalty 2883.649447 = -618799.376465
  nChanged 9
		SP:Iteration 79Q (135446.440000 sec): 3 clusters
  Score: Raw -621685.113331 + Penalty 2883.649447 = -618801.463884
  nChanged 12
		SP:Iteration 80F (135446.640000 sec): 3 clusters
  Score: Raw -621689.213911 + Penalty 2883.649447 = -618805.564463
  nChanged 16
		SP:Iteration 81Q (135446.850000 sec): 3 clusters
  Score: Raw -621694.242590 + Penalty 2883.649447 = -618810.593143
  nChanged 19
		SP:Iteration 82Q (135447.100000 sec): 3 clusters
  Score: Raw -621697.469761 + Penalty 2883.649447 = -618813.820314
  nChanged 14
		SP:Iteration 83Q (135447.260000 sec): 3 clusters
  Score: Raw -621700.760334 + Penalty 2883.649447 = -618817.110886
  nChanged 13
		SP:Iteration 84Q (135447.460000 sec): 3 clusters
  Score: Raw -621703.044164 + Penalty 2883.649447 = -618819.394716
  nChanged 11
		SP:Iteration 85Q (135447.660000 sec): 3 clusters
  Score: Raw -621705.510986 + Penalty 2883.649447 = -618821.861539
  nChanged 12
		SP:Iteration 86Q (135447.860000 sec): 3 clusters
  Score: Raw -621708.280174 + Penalty 2883.649447 = -618824.630727
  nChanged 16
		SP:Iteration 87Q (135448.060000 sec): 3 clusters
  Score: Raw -621712.081155 + Penalty 2883.649447 = -618828.431707
  nChanged 8
		SP:Iteration 88Q (135448.310000 sec): 3 clusters
  Score: Raw -621713.558066 + Penalty 2883.649447 = -618829.908619
  nChanged 9
		SP:Iteration 89Q (135448.510000 sec): 3 clusters
  Score: Raw -621714.996884 + Penalty 2883.649447 = -618831.347437
  nChanged 7
		SP:Iteration 90Q (135448.720000 sec): 3 clusters
  Score: Raw -621716.173412 + Penalty 2883.649447 = -618832.523965
  nChanged 3
		SP:Iteration 91Q (135448.920000 sec): 3 clusters
  Score: Raw -621716.835206 + Penalty 2883.649447 = -618833.185759
  nChanged 5
		SP:Iteration 92Q (135449.120000 sec): 3 clusters
  Score: Raw -621718.043828 + Penalty 2883.649447 = -618834.394381
  nChanged 7
		SP:Iteration 93Q (135449.300000 sec): 3 clusters
  Score: Raw -621719.748032 + Penalty 2883.649447 = -618836.098585
  nChanged 8
		SP:Iteration 94Q (135449.420000 sec): 3 clusters
  Score: Raw -621721.802322 + Penalty 2883.649447 = -618838.152875
  nChanged 9
		SP:Iteration 95Q (135449.610000 sec): 3 clusters
  Score: Raw -621724.225245 + Penalty 2883.649447 = -618840.575798
  nChanged 12
		SP:Iteration 96Q (135449.810000 sec): 3 clusters
  Score: Raw -621726.545650 + Penalty 2883.649447 = -618842.896203
  nChanged 9
		SP:Iteration 97Q (135450.010000 sec): 3 clusters
  Score: Raw -621728.558479 + Penalty 2883.649447 = -618844.909032
  nChanged 11
		SP:Iteration 98Q (135450.210000 sec): 3 clusters
  Score: Raw -621729.719795 + Penalty 2883.649447 = -618846.070348
  nChanged 5
		SP:Iteration 99Q (135450.420000 sec): 3 clusters
  Score: Raw -621730.691028 + Penalty 2883.649447 = -618847.041581
  nChanged 12
		SP:Iteration 100F (135450.620000 sec): 3 clusters
  Score: Raw -621732.496531 + Penalty 2883.649447 = -618848.847084
  nChanged 6
		SP:Iteration 101Q (135450.820000 sec): 3 clusters
  Score: Raw -621733.474118 + Penalty 2883.649447 = -618849.824671
  nChanged 3
		SP:Iteration 102Q (135451.030000 sec): 3 clusters
  Score: Raw -621734.271470 + Penalty 2883.649447 = -618850.622023
  nChanged 2
		SP:Iteration 103Q (135451.230000 sec): 3 clusters
  Score: Raw -621734.654303 + Penalty 2883.649447 = -618851.004856
  nChanged 0
		SP:Iteration 104F (135451.430000 sec): 3 clusters
  Score: Raw -621734.654303 + Penalty 2883.649447 = -618851.004856
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135451.520000 sec): 2 clusters
  Score: Raw -293214.814710 + Penalty 1320.415036 = -291894.399675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135451.700000 sec): 3 clusters
  Score: Raw -291586.038176 + Penalty 2640.830071 = -288945.208105
  nChanged 1282
		SP:Iteration 1F (135451.870000 sec): 3 clusters
  Score: Raw -292430.522386 + Penalty 2640.830071 = -289789.692315
  nChanged 317
		SP:Iteration 2F (135452.050000 sec): 3 clusters
  Score: Raw -292698.747528 + Penalty 2640.830071 = -290057.917457
  nChanged 247
		SP:Iteration 3F (135452.220000 sec): 3 clusters
  Score: Raw -292925.066416 + Penalty 2640.830071 = -290284.236345
  nChanged 196
		SP:Iteration 4F (135452.400000 sec): 3 clusters
  Score: Raw -293102.733019 + Penalty 2640.830071 = -290461.902947
  nChanged 170
		SP:Iteration 5F (135452.580000 sec): 3 clusters
  Score: Raw -293234.519450 + Penalty 2640.830071 = -290593.689378
  nChanged 128
		SP:Iteration 6Q (135452.750000 sec): 3 clusters
  Score: Raw -293333.454594 + Penalty 2640.830071 = -290692.624523
  nChanged 104
		SP:Iteration 7Q (135452.930000 sec): 3 clusters
  Score: Raw -293407.634668 + Penalty 2640.830071 = -290766.804597
  nChanged 76
		SP:Iteration 8Q (135453.100000 sec): 3 clusters
  Score: Raw -293461.388233 + Penalty 2640.830071 = -290820.558162
  nChanged 61
		SP:Iteration 9Q (135453.280000 sec): 3 clusters
  Score: Raw -293503.914671 + Penalty 2640.830071 = -290863.084599
  nChanged 41
		SP:Iteration 10Q (135453.450000 sec): 3 clusters
  Score: Raw -293531.592478 + Penalty 2640.830071 = -290890.762407
  nChanged 38
		SP:Iteration 11Q (135453.630000 sec): 3 clusters
  Score: Raw -293551.790742 + Penalty 2640.830071 = -290910.960670
  nChanged 30
		SP:Iteration 12Q (135453.800000 sec): 3 clusters
  Score: Raw -293570.682110 + Penalty 2640.830071 = -290929.852038
  nChanged 31
		SP:Iteration 13Q (135453.980000 sec): 3 clusters
  Score: Raw -293589.650819 + Penalty 2640.830071 = -290948.820748
  nChanged 32
		SP:Iteration 14Q (135454.140000 sec): 3 clusters
  Score: Raw -293606.906620 + Penalty 2640.830071 = -290966.076549
  nChanged 21
		SP:Iteration 15Q (135454.300000 sec): 3 clusters
  Score: Raw -293619.043499 + Penalty 2640.830071 = -290978.213428
  nChanged 17
		SP:Iteration 16Q (135454.460000 sec): 3 clusters
  Score: Raw -293627.808933 + Penalty 2640.830071 = -290986.978862
  nChanged 17
		SP:Iteration 17Q (135454.620000 sec): 3 clusters
  Score: Raw -293639.778528 + Penalty 2640.830071 = -290998.948457
  nChanged 15
		SP:Iteration 18Q (135454.780000 sec): 3 clusters
  Score: Raw -293647.906413 + Penalty 2640.830071 = -291007.076342
  nChanged 12
		SP:Iteration 19Q (135454.940000 sec): 3 clusters
  Score: Raw -293653.933475 + Penalty 2640.830071 = -291013.103404
  nChanged 6
		SP:Iteration 20F (135455.100000 sec): 3 clusters
  Score: Raw -293657.032390 + Penalty 2640.830071 = -291016.202319
  nChanged 6
		SP:Iteration 21Q (135455.260000 sec): 3 clusters
  Score: Raw -293659.245799 + Penalty 2640.830071 = -291018.415727
  nChanged 1
		SP:Iteration 22Q (135455.420000 sec): 3 clusters
  Score: Raw -293659.595195 + Penalty 2640.830071 = -291018.765124
  nChanged 0
		SP:Iteration 23F (135455.580000 sec): 3 clusters
  Score: Raw -293659.595195 + Penalty 2640.830071 = -291018.765124
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (3103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135455.680000 sec): 2 clusters
  Score: Raw -222725.726067 + Penalty 1306.520258 = -221419.205809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135455.840000 sec): 3 clusters
  Score: Raw -221275.011682 + Penalty 2613.040516 = -218661.971166
  nChanged 1170
		SP:Iteration 1F (135456.000000 sec): 3 clusters
  Score: Raw -222126.088568 + Penalty 2613.040516 = -219513.048052
  nChanged 315
		SP:Iteration 2F (135456.160000 sec): 3 clusters
  Score: Raw -222419.760703 + Penalty 2613.040516 = -219806.720187
  nChanged 226
		SP:Iteration 3F (135456.320000 sec): 3 clusters
  Score: Raw -222633.321278 + Penalty 2613.040516 = -220020.280762
  nChanged 171
		SP:Iteration 4F (135456.480000 sec): 3 clusters
  Score: Raw -222793.237791 + Penalty 2613.040516 = -220180.197275
  nChanged 132
		SP:Iteration 5Q (135456.640000 sec): 3 clusters
  Score: Raw -222901.325350 + Penalty 2613.040516 = -220288.284834
  nChanged 118
		SP:Iteration 6Q (135456.820000 sec): 3 clusters
  Score: Raw -223011.994613 + Penalty 2613.040516 = -220398.954097
  nChanged 116
		SP:Iteration 7Q (135456.990000 sec): 3 clusters
  Score: Raw -223120.838816 + Penalty 2613.040516 = -220507.798300
  nChanged 96
		SP:Iteration 8Q (135457.170000 sec): 3 clusters
  Score: Raw -223225.360276 + Penalty 2613.040516 = -220612.319760
  nChanged 107
		SP:Iteration 9Q (135457.340000 sec): 3 clusters
  Score: Raw -223323.518419 + Penalty 2613.040516 = -220710.477903
  nChanged 79
		SP:Iteration 10Q (135457.520000 sec): 3 clusters
  Score: Raw -223401.458271 + Penalty 2613.040516 = -220788.417756
  nChanged 85
		SP:Iteration 11Q (135457.700000 sec): 3 clusters
  Score: Raw -223471.400519 + Penalty 2613.040516 = -220858.360003
  nChanged 69
		SP:Iteration 12Q (135457.870000 sec): 3 clusters
  Score: Raw -223529.473770 + Penalty 2613.040516 = -220916.433255
  nChanged 57
		SP:Iteration 13Q (135458.050000 sec): 3 clusters
  Score: Raw -223568.315666 + Penalty 2613.040516 = -220955.275150
  nChanged 47
		SP:Iteration 14Q (135458.220000 sec): 3 clusters
  Score: Raw -223596.931819 + Penalty 2613.040516 = -220983.891303
  nChanged 32
		SP:Iteration 15Q (135458.400000 sec): 3 clusters
  Score: Raw -223616.038568 + Penalty 2613.040516 = -221002.998052
  nChanged 24
		SP:Iteration 16Q (135458.580000 sec): 3 clusters
  Score: Raw -223630.222220 + Penalty 2613.040516 = -221017.181704
  nChanged 25
		SP:Iteration 17Q (135458.750000 sec): 3 clusters
  Score: Raw -223642.489293 + Penalty 2613.040516 = -221029.448777
  nChanged 14
		SP:Iteration 18Q (135458.930000 sec): 3 clusters
  Score: Raw -223649.149101 + Penalty 2613.040516 = -221036.108585
  nChanged 7
		SP:Iteration 19Q (135459.100000 sec): 3 clusters
  Score: Raw -223653.803957 + Penalty 2613.040516 = -221040.763441
  nChanged 7
		SP:Iteration 20F (135459.280000 sec): 3 clusters
  Score: Raw -223656.309827 + Penalty 2613.040516 = -221043.269311
  nChanged 6
		SP:Iteration 21Q (135459.450000 sec): 3 clusters
  Score: Raw -223659.087625 + Penalty 2613.040516 = -221046.047109
  nChanged 3
		SP:Iteration 22Q (135459.630000 sec): 3 clusters
  Score: Raw -223660.166762 + Penalty 2613.040516 = -221047.126246
  nChanged 2
		SP:Iteration 23Q (135459.800000 sec): 3 clusters
  Score: Raw -223660.767830 + Penalty 2613.040516 = -221047.727314
  nChanged 4
		SP:Iteration 24Q (135459.980000 sec): 3 clusters
  Score: Raw -223662.836884 + Penalty 2613.040516 = -221049.796368
  nChanged 6
		SP:Iteration 25Q (135460.160000 sec): 3 clusters
  Score: Raw -223665.859050 + Penalty 2613.040516 = -221052.818534
  nChanged 10
		SP:Iteration 26Q (135460.300000 sec): 3 clusters
  Score: Raw -223671.711964 + Penalty 2613.040516 = -221058.671448
  nChanged 13
		SP:Iteration 27Q (135460.360000 sec): 3 clusters
  Score: Raw -223677.636653 + Penalty 2613.040516 = -221064.596137
  nChanged 10
		SP:Iteration 28Q (135460.420000 sec): 3 clusters
  Score: Raw -223683.541541 + Penalty 2613.040516 = -221070.501025
  nChanged 13
		SP:Iteration 29Q (135460.480000 sec): 3 clusters
  Score: Raw -223691.035715 + Penalty 2613.040516 = -221077.995199
  nChanged 20
		SP:Iteration 30Q (135460.540000 sec): 3 clusters
  Score: Raw -223705.154659 + Penalty 2613.040516 = -221092.114143
  nChanged 19
		SP:Iteration 31Q (135460.600000 sec): 3 clusters
  Score: Raw -223714.727176 + Penalty 2613.040516 = -221101.686660
  nChanged 16
		SP:Iteration 32Q (135460.660000 sec): 3 clusters
  Score: Raw -223721.018770 + Penalty 2613.040516 = -221107.978254
  nChanged 10
		SP:Iteration 33Q (135460.720000 sec): 3 clusters
  Score: Raw -223725.179987 + Penalty 2613.040516 = -221112.139471
  nChanged 5
		SP:Iteration 34Q (135460.780000 sec): 3 clusters
  Score: Raw -223726.474604 + Penalty 2613.040516 = -221113.434088
  nChanged 0
		SP:Iteration 35F (135460.840000 sec): 3 clusters
  Score: Raw -223726.474604 + Penalty 2613.040516 = -221113.434088
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (4483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135460.960000 sec): 2 clusters
  Score: Raw -308511.395791 + Penalty 1366.307758 = -307145.088032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135461.130000 sec): 3 clusters
  Score: Raw -306288.064404 + Penalty 2732.615517 = -303555.448887
  nChanged 1791
		SP:Iteration 1F (135461.310000 sec): 3 clusters
  Score: Raw -307599.767250 + Penalty 2732.615517 = -304867.151733
  nChanged 435
		SP:Iteration 2F (135461.480000 sec): 3 clusters
  Score: Raw -307977.339841 + Penalty 2732.615517 = -305244.724324
  nChanged 312
		SP:Iteration 3F (135461.660000 sec): 3 clusters
  Score: Raw -308236.232169 + Penalty 2732.615517 = -305503.616652
  nChanged 243
		SP:Iteration 4F (135461.840000 sec): 3 clusters
  Score: Raw -308424.924955 + Penalty 2732.615517 = -305692.309438
  nChanged 203
		SP:Iteration 5Q (135462.010000 sec): 3 clusters
  Score: Raw -308591.175878 + Penalty 2732.615517 = -305858.560361
  nChanged 171
		SP:Iteration 6Q (135462.230000 sec): 3 clusters
  Score: Raw -308710.289202 + Penalty 2732.615517 = -305977.673685
  nChanged 152
		SP:Iteration 7Q (135462.380000 sec): 3 clusters
  Score: Raw -308811.339475 + Penalty 2732.615517 = -306078.723958
  nChanged 125
		SP:Iteration 8Q (135462.610000 sec): 3 clusters
  Score: Raw -308884.274906 + Penalty 2732.615517 = -306151.659389
  nChanged 87
		SP:Iteration 9Q (135462.750000 sec): 3 clusters
  Score: Raw -308917.004769 + Penalty 2732.615517 = -306184.389252
  nChanged 63
		SP:Iteration 10Q (135462.940000 sec): 3 clusters
  Score: Raw -308942.537063 + Penalty 2732.615517 = -306209.921546
  nChanged 44
		SP:Iteration 11Q (135463.120000 sec): 3 clusters
  Score: Raw -308961.253623 + Penalty 2732.615517 = -306228.638106
  nChanged 39
		SP:Iteration 12Q (135463.300000 sec): 3 clusters
  Score: Raw -308974.820449 + Penalty 2732.615517 = -306242.204932
  nChanged 36
		SP:Iteration 13Q (135463.470000 sec): 3 clusters
  Score: Raw -308987.740604 + Penalty 2732.615517 = -306255.125087
  nChanged 26
		SP:Iteration 14Q (135463.650000 sec): 3 clusters
  Score: Raw -308999.466860 + Penalty 2732.615517 = -306266.851343
  nChanged 30
		SP:Iteration 15Q (135463.820000 sec): 3 clusters
  Score: Raw -309013.710858 + Penalty 2732.615517 = -306281.095342
  nChanged 30
		SP:Iteration 16Q (135464.000000 sec): 3 clusters
  Score: Raw -309025.732752 + Penalty 2732.615517 = -306293.117235
  nChanged 29
		SP:Iteration 17Q (135464.180000 sec): 3 clusters
  Score: Raw -309035.526174 + Penalty 2732.615517 = -306302.910657
  nChanged 22
		SP:Iteration 18Q (135464.350000 sec): 3 clusters
  Score: Raw -309043.058824 + Penalty 2732.615517 = -306310.443308
  nChanged 20
		SP:Iteration 19Q (135464.530000 sec): 3 clusters
  Score: Raw -309048.095783 + Penalty 2732.615517 = -306315.480267
  nChanged 18
		SP:Iteration 20F (135464.700000 sec): 3 clusters
  Score: Raw -309053.565125 + Penalty 2732.615517 = -306320.949608
  nChanged 18
		SP:Iteration 21Q (135464.880000 sec): 3 clusters
  Score: Raw -309059.507999 + Penalty 2732.615517 = -306326.892482
  nChanged 18
		SP:Iteration 22Q (135465.060000 sec): 3 clusters
  Score: Raw -309066.493366 + Penalty 2732.615517 = -306333.877849
  nChanged 20
		SP:Iteration 23Q (135465.230000 sec): 3 clusters
  Score: Raw -309072.267671 + Penalty 2732.615517 = -306339.652154
  nChanged 19
		SP:Iteration 24Q (135465.400000 sec): 3 clusters
  Score: Raw -309077.138449 + Penalty 2732.615517 = -306344.522932
  nChanged 12
		SP:Iteration 25Q (135465.580000 sec): 3 clusters
  Score: Raw -309080.075312 + Penalty 2732.615517 = -306347.459796
  nChanged 7
		SP:Iteration 26Q (135465.740000 sec): 3 clusters
  Score: Raw -309082.138679 + Penalty 2732.615517 = -306349.523162
  nChanged 9
		SP:Iteration 27Q (135465.900000 sec): 3 clusters
  Score: Raw -309084.608634 + Penalty 2732.615517 = -306351.993117
  nChanged 4
		SP:Iteration 28Q (135466.070000 sec): 3 clusters
  Score: Raw -309085.288027 + Penalty 2732.615517 = -306352.672511
  nChanged 2
		SP:Iteration 29Q (135466.230000 sec): 3 clusters
  Score: Raw -309085.849669 + Penalty 2732.615517 = -306353.234152
  nChanged 2
		SP:Iteration 30Q (135466.400000 sec): 3 clusters
  Score: Raw -309086.254223 + Penalty 2732.615517 = -306353.638707
  nChanged 2
		SP:Iteration 31Q (135466.560000 sec): 3 clusters
  Score: Raw -309086.817261 + Penalty 2732.615517 = -306354.201744
  nChanged 1
		SP:Iteration 32Q (135466.720000 sec): 3 clusters
  Score: Raw -309087.288695 + Penalty 2732.615517 = -306354.673178
  nChanged 2
		SP:Iteration 33Q (135466.880000 sec): 3 clusters
  Score: Raw -309087.638854 + Penalty 2732.615517 = -306355.023337
  nChanged 0
		SP:Iteration 34F (135467.050000 sec): 3 clusters
  Score: Raw -309087.638854 + Penalty 2732.615517 = -306355.023337
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (1982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135467.120000 sec): 2 clusters
  Score: Raw -184671.068357 + Penalty 1233.677529 = -183437.390828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135467.280000 sec): 3 clusters
  Score: Raw -183847.159688 + Penalty 2467.355057 = -181379.804631
  nChanged 665
		SP:Iteration 1F (135467.440000 sec): 3 clusters
  Score: Raw -184260.078124 + Penalty 2467.355057 = -181792.723067
  nChanged 142
		SP:Iteration 2F (135467.610000 sec): 3 clusters
  Score: Raw -184360.898157 + Penalty 2467.355057 = -181893.543100
  nChanged 84
		SP:Iteration 3Q (135467.770000 sec): 3 clusters
  Score: Raw -184418.456469 + Penalty 2467.355057 = -181951.101411
  nChanged 77
		SP:Iteration 4Q (135467.940000 sec): 3 clusters
  Score: Raw -184476.932548 + Penalty 2467.355057 = -182009.577491
  nChanged 58
		SP:Iteration 5Q (135468.100000 sec): 3 clusters
  Score: Raw -184526.642339 + Penalty 2467.355057 = -182059.287281
  nChanged 58
		SP:Iteration 6Q (135468.260000 sec): 3 clusters
  Score: Raw -184575.569559 + Penalty 2467.355057 = -182108.214501
  nChanged 51
		SP:Iteration 7Q (135468.420000 sec): 3 clusters
  Score: Raw -184611.071351 + Penalty 2467.355057 = -182143.716293
  nChanged 37
		SP:Iteration 8Q (135468.570000 sec): 3 clusters
  Score: Raw -184646.746278 + Penalty 2467.355057 = -182179.391221
  nChanged 47
		SP:Iteration 9Q (135468.730000 sec): 3 clusters
  Score: Raw -184689.033296 + Penalty 2467.355057 = -182221.678239
  nChanged 39
		SP:Iteration 10Q (135468.900000 sec): 3 clusters
  Score: Raw -184720.264095 + Penalty 2467.355057 = -182252.909038
  nChanged 40
		SP:Iteration 11Q (135469.080000 sec): 3 clusters
  Score: Raw -184757.606308 + Penalty 2467.355057 = -182290.251250
  nChanged 43
		SP:Iteration 12Q (135469.250000 sec): 3 clusters
  Score: Raw -184803.815902 + Penalty 2467.355057 = -182336.460845
  nChanged 46
		SP:Iteration 13Q (135469.430000 sec): 3 clusters
  Score: Raw -184853.356565 + Penalty 2467.355057 = -182386.001508
  nChanged 52
		SP:Iteration 14Q (135469.610000 sec): 3 clusters
  Score: Raw -184895.835069 + Penalty 2467.355057 = -182428.480011
  nChanged 48
		SP:Iteration 15Q (135469.780000 sec): 3 clusters
  Score: Raw -184937.085209 + Penalty 2467.355057 = -182469.730152
  nChanged 49
		SP:Iteration 16Q (135469.960000 sec): 3 clusters
  Score: Raw -184975.770200 + Penalty 2467.355057 = -182508.415143
  nChanged 37
		SP:Iteration 17Q (135470.130000 sec): 3 clusters
  Score: Raw -185001.175208 + Penalty 2467.355057 = -182533.820151
  nChanged 37
		SP:Iteration 18Q (135470.310000 sec): 3 clusters
  Score: Raw -185030.479859 + Penalty 2467.355057 = -182563.124802
  nChanged 37
		SP:Iteration 19Q (135470.490000 sec): 3 clusters
  Score: Raw -185059.090748 + Penalty 2467.355057 = -182591.735691
  nChanged 34
		SP:Iteration 20F (135470.660000 sec): 3 clusters
  Score: Raw -185086.804191 + Penalty 2467.355057 = -182619.449133
  nChanged 35
		SP:Iteration 21Q (135470.840000 sec): 3 clusters
  Score: Raw -185119.552495 + Penalty 2467.355057 = -182652.197437
  nChanged 37
		SP:Iteration 22Q (135471.010000 sec): 3 clusters
  Score: Raw -185147.872152 + Penalty 2467.355057 = -182680.517095
  nChanged 29
		SP:Iteration 23Q (135471.190000 sec): 3 clusters
  Score: Raw -185170.846603 + Penalty 2467.355057 = -182703.491545
  nChanged 22
		SP:Iteration 24Q (135471.370000 sec): 3 clusters
  Score: Raw -185187.159899 + Penalty 2467.355057 = -182719.804842
  nChanged 20
		SP:Iteration 25Q (135471.540000 sec): 3 clusters
  Score: Raw -185198.111707 + Penalty 2467.355057 = -182730.756649
  nChanged 13
		SP:Iteration 26Q (135471.720000 sec): 3 clusters
  Score: Raw -185205.465080 + Penalty 2467.355057 = -182738.110023
  nChanged 12
		SP:Iteration 27Q (135471.890000 sec): 3 clusters
  Score: Raw -185213.636959 + Penalty 2467.355057 = -182746.281902
  nChanged 10
		SP:Iteration 28Q (135472.070000 sec): 3 clusters
  Score: Raw -185218.329563 + Penalty 2467.355057 = -182750.974506
  nChanged 8
		SP:Iteration 29Q (135472.250000 sec): 3 clusters
  Score: Raw -185222.935067 + Penalty 2467.355057 = -182755.580010
  nChanged 9
		SP:Iteration 30Q (135472.420000 sec): 3 clusters
  Score: Raw -185226.462759 + Penalty 2467.355057 = -182759.107702
  nChanged 3
		SP:Iteration 31Q (135472.600000 sec): 3 clusters
  Score: Raw -185227.381416 + Penalty 2467.355057 = -182760.026359
  nChanged 3
		SP:Iteration 32Q (135472.770000 sec): 3 clusters
  Score: Raw -185228.527915 + Penalty 2467.355057 = -182761.172857
  nChanged 0
		SP:Iteration 33F (135472.950000 sec): 3 clusters
  Score: Raw -185228.527915 + Penalty 2467.355057 = -182761.172857
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (6238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135473.040000 sec): 2 clusters
  Score: Raw -568086.908115 + Penalty 1419.992421 = -566666.915694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135473.260000 sec): 3 clusters
  Score: Raw -564791.749066 + Penalty 2839.984842 = -561951.764224
  nChanged 2528
		SP:Iteration 1F (135473.430000 sec): 3 clusters
  Score: Raw -566280.461583 + Penalty 2839.984842 = -563440.476741
  nChanged 485
		SP:Iteration 2F (135473.590000 sec): 3 clusters
  Score: Raw -566605.159508 + Penalty 2839.984842 = -563765.174666
  nChanged 444
		SP:Iteration 3F (135473.800000 sec): 3 clusters
  Score: Raw -566879.909994 + Penalty 2839.984842 = -564039.925153
  nChanged 372
		SP:Iteration 4F (135474.010000 sec): 3 clusters
  Score: Raw -567094.243236 + Penalty 2839.984842 = -564254.258395
  nChanged 319
		SP:Iteration 5F (135474.220000 sec): 3 clusters
  Score: Raw -567286.227643 + Penalty 2839.984842 = -564446.242802
  nChanged 290
		SP:Iteration 6Q (135474.430000 sec): 3 clusters
  Score: Raw -567455.921813 + Penalty 2839.984842 = -564615.936971
  nChanged 273
		SP:Iteration 7Q (135474.640000 sec): 3 clusters
  Score: Raw -567612.381344 + Penalty 2839.984842 = -564772.396502
  nChanged 228
		SP:Iteration 8Q (135474.850000 sec): 3 clusters
  Score: Raw -567742.330662 + Penalty 2839.984842 = -564902.345821
  nChanged 193
		SP:Iteration 9Q (135475.050000 sec): 3 clusters
  Score: Raw -567861.142574 + Penalty 2839.984842 = -565021.157732
  nChanged 169
		SP:Iteration 10Q (135475.270000 sec): 3 clusters
  Score: Raw -567955.517698 + Penalty 2839.984842 = -565115.532856
  nChanged 133
		SP:Iteration 11Q (135475.470000 sec): 3 clusters
  Score: Raw -568026.132389 + Penalty 2839.984842 = -565186.147547
  nChanged 114
		SP:Iteration 12Q (135475.680000 sec): 3 clusters
  Score: Raw -568083.436683 + Penalty 2839.984842 = -565243.451841
  nChanged 114
		SP:Iteration 13Q (135475.890000 sec): 3 clusters
  Score: Raw -568145.662843 + Penalty 2839.984842 = -565305.678002
  nChanged 104
		SP:Iteration 14Q (135476.100000 sec): 3 clusters
  Score: Raw -568196.897310 + Penalty 2839.984842 = -565356.912468
  nChanged 96
		SP:Iteration 15Q (135476.310000 sec): 3 clusters
  Score: Raw -568243.475866 + Penalty 2839.984842 = -565403.491025
  nChanged 77
		SP:Iteration 16Q (135476.530000 sec): 3 clusters
  Score: Raw -568276.930404 + Penalty 2839.984842 = -565436.945563
  nChanged 51
		SP:Iteration 17Q (135476.740000 sec): 3 clusters
  Score: Raw -568297.960397 + Penalty 2839.984842 = -565457.975555
  nChanged 57
		SP:Iteration 18Q (135476.950000 sec): 3 clusters
  Score: Raw -568316.831997 + Penalty 2839.984842 = -565476.847156
  nChanged 39
		SP:Iteration 19Q (135477.160000 sec): 3 clusters
  Score: Raw -568329.909683 + Penalty 2839.984842 = -565489.924842
  nChanged 37
		SP:Iteration 20F (135477.370000 sec): 3 clusters
  Score: Raw -568343.127794 + Penalty 2839.984842 = -565503.142953
  nChanged 38
		SP:Iteration 21Q (135477.570000 sec): 3 clusters
  Score: Raw -568358.055506 + Penalty 2839.984842 = -565518.070665
  nChanged 39
		SP:Iteration 22Q (135477.790000 sec): 3 clusters
  Score: Raw -568372.774626 + Penalty 2839.984842 = -565532.789784
  nChanged 39
		SP:Iteration 23Q (135477.990000 sec): 3 clusters
  Score: Raw -568386.140982 + Penalty 2839.984842 = -565546.156141
  nChanged 40
		SP:Iteration 24Q (135478.200000 sec): 3 clusters
  Score: Raw -568401.489321 + Penalty 2839.984842 = -565561.504480
  nChanged 43
		SP:Iteration 25Q (135478.410000 sec): 3 clusters
  Score: Raw -568419.424845 + Penalty 2839.984842 = -565579.440003
  nChanged 31
		SP:Iteration 26Q (135478.620000 sec): 3 clusters
  Score: Raw -568435.427042 + Penalty 2839.984842 = -565595.442201
  nChanged 38
		SP:Iteration 27Q (135478.830000 sec): 3 clusters
  Score: Raw -568450.903971 + Penalty 2839.984842 = -565610.919129
  nChanged 38
		SP:Iteration 28Q (135479.040000 sec): 3 clusters
  Score: Raw -568465.425808 + Penalty 2839.984842 = -565625.440967
  nChanged 39
		SP:Iteration 29Q (135479.250000 sec): 3 clusters
  Score: Raw -568483.630592 + Penalty 2839.984842 = -565643.645750
  nChanged 36
		SP:Iteration 30Q (135479.450000 sec): 3 clusters
  Score: Raw -568500.277672 + Penalty 2839.984842 = -565660.292830
  nChanged 34
		SP:Iteration 31Q (135479.670000 sec): 3 clusters
  Score: Raw -568514.706668 + Penalty 2839.984842 = -565674.721826
  nChanged 32
		SP:Iteration 32Q (135479.870000 sec): 3 clusters
  Score: Raw -568528.451559 + Penalty 2839.984842 = -565688.466718
  nChanged 27
		SP:Iteration 33Q (135480.080000 sec): 3 clusters
  Score: Raw -568540.753324 + Penalty 2839.984842 = -565700.768482
  nChanged 30
		SP:Iteration 34Q (135480.290000 sec): 3 clusters
  Score: Raw -568554.575342 + Penalty 2839.984842 = -565714.590500
  nChanged 27
		SP:Iteration 35Q (135480.500000 sec): 3 clusters
  Score: Raw -568566.215436 + Penalty 2839.984842 = -565726.230594
  nChanged 28
		SP:Iteration 36Q (135480.710000 sec): 3 clusters
  Score: Raw -568578.316367 + Penalty 2839.984842 = -565738.331525
  nChanged 21
		SP:Iteration 37Q (135480.960000 sec): 3 clusters
  Score: Raw -568590.158897 + Penalty 2839.984842 = -565750.174056
  nChanged 29
		SP:Iteration 38Q (135481.130000 sec): 3 clusters
  Score: Raw -568606.738311 + Penalty 2839.984842 = -565766.753469
  nChanged 35
		SP:Iteration 39Q (135481.380000 sec): 3 clusters
  Score: Raw -568628.787194 + Penalty 2839.984842 = -565788.802353
  nChanged 38
		SP:Iteration 40F (135481.550000 sec): 3 clusters
  Score: Raw -568656.126129 + Penalty 2839.984842 = -565816.141287
  nChanged 38
		SP:Iteration 41Q (135481.770000 sec): 3 clusters
  Score: Raw -568687.894626 + Penalty 2839.984842 = -565847.909785
  nChanged 37
		SP:Iteration 42Q (135481.990000 sec): 3 clusters
  Score: Raw -568720.454013 + Penalty 2839.984842 = -565880.469171
  nChanged 29
		SP:Iteration 43Q (135482.190000 sec): 3 clusters
  Score: Raw -568741.291168 + Penalty 2839.984842 = -565901.306327
  nChanged 27
		SP:Iteration 44Q (135482.400000 sec): 3 clusters
  Score: Raw -568764.075010 + Penalty 2839.984842 = -565924.090169
  nChanged 31
		SP:Iteration 45Q (135482.610000 sec): 3 clusters
  Score: Raw -568782.101822 + Penalty 2839.984842 = -565942.116980
  nChanged 25
		SP:Iteration 46Q (135482.820000 sec): 3 clusters
  Score: Raw -568797.060301 + Penalty 2839.984842 = -565957.075459
  nChanged 18
		SP:Iteration 47Q (135483.030000 sec): 3 clusters
  Score: Raw -568804.848809 + Penalty 2839.984842 = -565964.863967
  nChanged 11
		SP:Iteration 48Q (135483.240000 sec): 3 clusters
  Score: Raw -568807.667655 + Penalty 2839.984842 = -565967.682814
  nChanged 9
		SP:Iteration 49Q (135483.450000 sec): 3 clusters
  Score: Raw -568812.602348 + Penalty 2839.984842 = -565972.617507
  nChanged 11
		SP:Iteration 50Q (135483.650000 sec): 3 clusters
  Score: Raw -568817.217454 + Penalty 2839.984842 = -565977.232612
  nChanged 11
		SP:Iteration 51Q (135483.860000 sec): 3 clusters
  Score: Raw -568823.218370 + Penalty 2839.984842 = -565983.233528
  nChanged 14
		SP:Iteration 52Q (135484.070000 sec): 3 clusters
  Score: Raw -568827.407088 + Penalty 2839.984842 = -565987.422247
  nChanged 13
		SP:Iteration 53Q (135484.280000 sec): 3 clusters
  Score: Raw -568830.937216 + Penalty 2839.984842 = -565990.952375
  nChanged 5
		SP:Iteration 54Q (135484.490000 sec): 3 clusters
  Score: Raw -568832.228123 + Penalty 2839.984842 = -565992.243281
  nChanged 1
		SP:Iteration 55Q (135484.630000 sec): 3 clusters
  Score: Raw -568832.761945 + Penalty 2839.984842 = -565992.777103
  nChanged 4
		SP:Iteration 56Q (135484.760000 sec): 3 clusters
  Score: Raw -568833.712559 + Penalty 2839.984842 = -565993.727717
  nChanged 2
		SP:Iteration 57Q (135484.860000 sec): 3 clusters
  Score: Raw -568833.914490 + Penalty 2839.984842 = -565993.929649
  nChanged 2
		SP:Iteration 58Q (135484.970000 sec): 3 clusters
  Score: Raw -568834.484988 + Penalty 2839.984842 = -565994.500147
  nChanged 1
		SP:Iteration 59Q (135485.080000 sec): 3 clusters
  Score: Raw -568834.643733 + Penalty 2839.984842 = -565994.658891
  nChanged 0
		SP:Iteration 60F (135485.180000 sec): 3 clusters
  Score: Raw -568834.643733 + Penalty 2839.984842 = -565994.658891
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (1927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135485.240000 sec): 2 clusters
  Score: Raw -161424.429265 + Penalty 1229.104446 = -160195.324819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135485.270000 sec): 3 clusters
  Score: Raw -160641.657151 + Penalty 2458.208892 = -158183.448259
  nChanged 678
		SP:Iteration 1F (135485.310000 sec): 3 clusters
  Score: Raw -161102.295386 + Penalty 2458.208892 = -158644.086493
  nChanged 158
		SP:Iteration 2F (135485.350000 sec): 3 clusters
  Score: Raw -161245.011277 + Penalty 2458.208892 = -158786.802385
  nChanged 126
		SP:Iteration 3F (135485.390000 sec): 3 clusters
  Score: Raw -161393.004001 + Penalty 2458.208892 = -158934.795109
  nChanged 124
		SP:Iteration 4F (135485.430000 sec): 3 clusters
  Score: Raw -161515.771645 + Penalty 2458.208892 = -159057.562753
  nChanged 100
		SP:Iteration 5F (135485.470000 sec): 3 clusters
  Score: Raw -161628.175812 + Penalty 2458.208892 = -159169.966920
  nChanged 84
		SP:Iteration 6Q (135485.510000 sec): 3 clusters
  Score: Raw -161712.012039 + Penalty 2458.208892 = -159253.803147
  nChanged 77
		SP:Iteration 7Q (135485.550000 sec): 3 clusters
  Score: Raw -161792.481164 + Penalty 2458.208892 = -159334.272271
  nChanged 62
		SP:Iteration 8Q (135485.590000 sec): 3 clusters
  Score: Raw -161853.278816 + Penalty 2458.208892 = -159395.069924
  nChanged 48
		SP:Iteration 9Q (135485.630000 sec): 3 clusters
  Score: Raw -161907.005804 + Penalty 2458.208892 = -159448.796912
  nChanged 52
		SP:Iteration 10Q (135485.680000 sec): 3 clusters
  Score: Raw -161969.568225 + Penalty 2458.208892 = -159511.359332
  nChanged 50
		SP:Iteration 11Q (135485.720000 sec): 3 clusters
  Score: Raw -162039.522114 + Penalty 2458.208892 = -159581.313221
  nChanged 51
		SP:Iteration 12Q (135485.760000 sec): 3 clusters
  Score: Raw -162123.428562 + Penalty 2458.208892 = -159665.219670
  nChanged 57
		SP:Iteration 13Q (135485.800000 sec): 3 clusters
  Score: Raw -162218.628379 + Penalty 2458.208892 = -159760.419487
  nChanged 37
		SP:Iteration 14Q (135485.840000 sec): 3 clusters
  Score: Raw -162258.087092 + Penalty 2458.208892 = -159799.878200
  nChanged 21
		SP:Iteration 15Q (135485.880000 sec): 3 clusters
  Score: Raw -162275.915322 + Penalty 2458.208892 = -159817.706429
  nChanged 10
		SP:Iteration 16Q (135485.920000 sec): 3 clusters
  Score: Raw -162283.051955 + Penalty 2458.208892 = -159824.843063
  nChanged 7
		SP:Iteration 17Q (135485.960000 sec): 3 clusters
  Score: Raw -162288.655979 + Penalty 2458.208892 = -159830.447087
  nChanged 6
		SP:Iteration 18Q (135486.000000 sec): 3 clusters
  Score: Raw -162292.369743 + Penalty 2458.208892 = -159834.160851
  nChanged 6
		SP:Iteration 19Q (135486.040000 sec): 3 clusters
  Score: Raw -162298.212312 + Penalty 2458.208892 = -159840.003420
  nChanged 7
		SP:Iteration 20F (135486.080000 sec): 3 clusters
  Score: Raw -162307.218452 + Penalty 2458.208892 = -159849.009560
  nChanged 11
		SP:Iteration 21Q (135486.120000 sec): 3 clusters
  Score: Raw -162317.390390 + Penalty 2458.208892 = -159859.181498
  nChanged 10
		SP:Iteration 22Q (135486.160000 sec): 3 clusters
  Score: Raw -162327.870322 + Penalty 2458.208892 = -159869.661430
  nChanged 7
		SP:Iteration 23Q (135486.200000 sec): 3 clusters
  Score: Raw -162333.365292 + Penalty 2458.208892 = -159875.156400
  nChanged 5
		SP:Iteration 24Q (135486.240000 sec): 3 clusters
  Score: Raw -162336.285122 + Penalty 2458.208892 = -159878.076230
  nChanged 7
		SP:Iteration 25Q (135486.280000 sec): 3 clusters
  Score: Raw -162342.718277 + Penalty 2458.208892 = -159884.509384
  nChanged 7
		SP:Iteration 26Q (135486.320000 sec): 3 clusters
  Score: Raw -162348.360924 + Penalty 2458.208892 = -159890.152032
  nChanged 4
		SP:Iteration 27Q (135486.360000 sec): 3 clusters
  Score: Raw -162351.121414 + Penalty 2458.208892 = -159892.912522
  nChanged 3
		SP:Iteration 28Q (135486.400000 sec): 3 clusters
  Score: Raw -162352.432891 + Penalty 2458.208892 = -159894.223999
  nChanged 0
		SP:Iteration 29F (135486.440000 sec): 3 clusters
  Score: Raw -162352.432891 + Penalty 2458.208892 = -159894.223999
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (7736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135486.550000 sec): 2 clusters
  Score: Raw -706707.024557 + Penalty 1454.966506 = -705252.058051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135486.760000 sec): 3 clusters
  Score: Raw -702436.874087 + Penalty 2909.933012 = -699526.941075
  nChanged 3309
		SP:Iteration 1F (135486.960000 sec): 3 clusters
  Score: Raw -704559.920470 + Penalty 2909.933012 = -701649.987458
  nChanged 694
		SP:Iteration 2F (135487.150000 sec): 3 clusters
  Score: Raw -705063.669271 + Penalty 2909.933012 = -702153.736259
  nChanged 584
		SP:Iteration 3F (135487.350000 sec): 3 clusters
  Score: Raw -705547.473291 + Penalty 2909.933012 = -702637.540279
  nChanged 559
		SP:Iteration 4F (135487.550000 sec): 3 clusters
  Score: Raw -705956.615886 + Penalty 2909.933012 = -703046.682874
  nChanged 421
		SP:Iteration 5F (135487.750000 sec): 3 clusters
  Score: Raw -706200.479202 + Penalty 2909.933012 = -703290.546190
  nChanged 300
		SP:Iteration 6Q (135487.950000 sec): 3 clusters
  Score: Raw -706354.511491 + Penalty 2909.933012 = -703444.578479
  nChanged 225
		SP:Iteration 7Q (135488.150000 sec): 3 clusters
  Score: Raw -706451.842730 + Penalty 2909.933012 = -703541.909718
  nChanged 176
		SP:Iteration 8Q (135488.350000 sec): 3 clusters
  Score: Raw -706522.236054 + Penalty 2909.933012 = -703612.303042
  nChanged 127
		SP:Iteration 9Q (135488.550000 sec): 3 clusters
  Score: Raw -706563.133561 + Penalty 2909.933012 = -703653.200549
  nChanged 95
		SP:Iteration 10Q (135488.750000 sec): 3 clusters
  Score: Raw -706595.965315 + Penalty 2909.933012 = -703686.032303
  nChanged 82
		SP:Iteration 11Q (135488.950000 sec): 3 clusters
  Score: Raw -706617.984318 + Penalty 2909.933012 = -703708.051306
  nChanged 61
		SP:Iteration 12Q (135489.150000 sec): 3 clusters
  Score: Raw -706633.992697 + Penalty 2909.933012 = -703724.059685
  nChanged 54
		SP:Iteration 13Q (135489.340000 sec): 3 clusters
  Score: Raw -706648.727520 + Penalty 2909.933012 = -703738.794508
  nChanged 54
		SP:Iteration 14Q (135489.540000 sec): 3 clusters
  Score: Raw -706661.457506 + Penalty 2909.933012 = -703751.524494
  nChanged 56
		SP:Iteration 15Q (135489.740000 sec): 3 clusters
  Score: Raw -706676.588582 + Penalty 2909.933012 = -703766.655570
  nChanged 46
		SP:Iteration 16Q (135489.930000 sec): 3 clusters
  Score: Raw -706686.647775 + Penalty 2909.933012 = -703776.714763
  nChanged 40
		SP:Iteration 17Q (135490.130000 sec): 3 clusters
  Score: Raw -706694.161963 + Penalty 2909.933012 = -703784.228951
  nChanged 37
		SP:Iteration 18Q (135490.330000 sec): 3 clusters
  Score: Raw -706702.043691 + Penalty 2909.933012 = -703792.110679
  nChanged 42
		SP:Iteration 19Q (135490.530000 sec): 3 clusters
  Score: Raw -706711.338881 + Penalty 2909.933012 = -703801.405869
  nChanged 34
		SP:Iteration 20F (135490.730000 sec): 3 clusters
  Score: Raw -706719.139684 + Penalty 2909.933012 = -703809.206672
  nChanged 38
		SP:Iteration 21Q (135490.930000 sec): 3 clusters
  Score: Raw -706730.146174 + Penalty 2909.933012 = -703820.213162
  nChanged 47
		SP:Iteration 22Q (135491.160000 sec): 3 clusters
  Score: Raw -706740.551781 + Penalty 2909.933012 = -703830.618769
  nChanged 43
		SP:Iteration 23Q (135491.370000 sec): 3 clusters
  Score: Raw -706749.953227 + Penalty 2909.933012 = -703840.020215
  nChanged 37
		SP:Iteration 24Q (135491.570000 sec): 3 clusters
  Score: Raw -706757.648729 + Penalty 2909.933012 = -703847.715717
  nChanged 40
		SP:Iteration 25Q (135491.770000 sec): 3 clusters
  Score: Raw -706766.120973 + Penalty 2909.933012 = -703856.187961
  nChanged 35
		SP:Iteration 26Q (135491.970000 sec): 3 clusters
  Score: Raw -706774.333496 + Penalty 2909.933012 = -703864.400483
  nChanged 32
		SP:Iteration 27Q (135492.170000 sec): 3 clusters
  Score: Raw -706784.088005 + Penalty 2909.933012 = -703874.154993
  nChanged 41
		SP:Iteration 28Q (135492.360000 sec): 3 clusters
  Score: Raw -706795.046126 + Penalty 2909.933012 = -703885.113114
  nChanged 48
		SP:Iteration 29Q (135492.560000 sec): 3 clusters
  Score: Raw -706809.182568 + Penalty 2909.933012 = -703899.249556
  nChanged 53
		SP:Iteration 30Q (135492.760000 sec): 3 clusters
  Score: Raw -706828.351320 + Penalty 2909.933012 = -703918.418308
  nChanged 52
		SP:Iteration 31Q (135492.950000 sec): 3 clusters
  Score: Raw -706846.512275 + Penalty 2909.933012 = -703936.579262
  nChanged 52
		SP:Iteration 32Q (135493.150000 sec): 3 clusters
  Score: Raw -706864.843356 + Penalty 2909.933012 = -703954.910344
  nChanged 49
		SP:Iteration 33Q (135493.350000 sec): 3 clusters
  Score: Raw -706878.950245 + Penalty 2909.933012 = -703969.017233
  nChanged 48
		SP:Iteration 34Q (135493.550000 sec): 3 clusters
  Score: Raw -706892.825074 + Penalty 2909.933012 = -703982.892062
  nChanged 50
		SP:Iteration 35Q (135493.780000 sec): 3 clusters
  Score: Raw -706907.588748 + Penalty 2909.933012 = -703997.655735
  nChanged 57
		SP:Iteration 36Q (135493.990000 sec): 3 clusters
  Score: Raw -706926.581453 + Penalty 2909.933012 = -704016.648441
  nChanged 60
		SP:Iteration 37Q (135494.180000 sec): 3 clusters
  Score: Raw -706945.470765 + Penalty 2909.933012 = -704035.537753
  nChanged 56
		SP:Iteration 38Q (135494.380000 sec): 3 clusters
  Score: Raw -706961.142366 + Penalty 2909.933012 = -704051.209354
  nChanged 54
		SP:Iteration 39Q (135494.580000 sec): 3 clusters
  Score: Raw -706974.845124 + Penalty 2909.933012 = -704064.912112
  nChanged 42
		SP:Iteration 40F (135494.780000 sec): 3 clusters
  Score: Raw -706987.301463 + Penalty 2909.933012 = -704077.368451
  nChanged 50
		SP:Iteration 41Q (135494.970000 sec): 3 clusters
  Score: Raw -707000.021183 + Penalty 2909.933012 = -704090.088171
  nChanged 47
		SP:Iteration 42Q (135495.170000 sec): 3 clusters
  Score: Raw -707017.677885 + Penalty 2909.933012 = -704107.744873
  nChanged 48
		SP:Iteration 43Q (135495.370000 sec): 3 clusters
  Score: Raw -707037.506726 + Penalty 2909.933012 = -704127.573714
  nChanged 56
		SP:Iteration 44Q (135495.570000 sec): 3 clusters
  Score: Raw -707061.548831 + Penalty 2909.933012 = -704151.615819
  nChanged 56
		SP:Iteration 45Q (135495.760000 sec): 3 clusters
  Score: Raw -707093.101597 + Penalty 2909.933012 = -704183.168585
  nChanged 58
		SP:Iteration 46Q (135495.960000 sec): 3 clusters
  Score: Raw -707124.484570 + Penalty 2909.933012 = -704214.551558
  nChanged 61
		SP:Iteration 47Q (135496.160000 sec): 3 clusters
  Score: Raw -707162.927839 + Penalty 2909.933012 = -704252.994827
  nChanged 59
		SP:Iteration 48Q (135496.350000 sec): 3 clusters
  Score: Raw -707191.671453 + Penalty 2909.933012 = -704281.738441
  nChanged 67
		SP:Iteration 49Q (135496.550000 sec): 3 clusters
  Score: Raw -707240.417310 + Penalty 2909.933012 = -704330.484298
  nChanged 84
		SP:Iteration 50Q (135496.670000 sec): 3 clusters
  Score: Raw -707296.208043 + Penalty 2909.933012 = -704386.275031
  nChanged 87
		SP:Iteration 51Q (135496.790000 sec): 3 clusters
  Score: Raw -707355.932748 + Penalty 2909.933012 = -704445.999736
  nChanged 90
		SP:Iteration 52Q (135496.910000 sec): 3 clusters
  Score: Raw -707406.515923 + Penalty 2909.933012 = -704496.582910
  nChanged 71
		SP:Iteration 53Q (135497.040000 sec): 3 clusters
  Score: Raw -707440.798646 + Penalty 2909.933012 = -704530.865634
  nChanged 64
		SP:Iteration 54Q (135497.180000 sec): 3 clusters
  Score: Raw -707466.140499 + Penalty 2909.933012 = -704556.207487
  nChanged 57
		SP:Iteration 55Q (135497.300000 sec): 3 clusters
  Score: Raw -707497.846201 + Penalty 2909.933012 = -704587.913189
  nChanged 60
		SP:Iteration 56Q (135497.430000 sec): 3 clusters
  Score: Raw -707522.926781 + Penalty 2909.933012 = -704612.993769
  nChanged 49
		SP:Iteration 57Q (135497.540000 sec): 3 clusters
  Score: Raw -707543.663836 + Penalty 2909.933012 = -704633.730824
  nChanged 41
		SP:Iteration 58Q (135497.670000 sec): 3 clusters
  Score: Raw -707557.010696 + Penalty 2909.933012 = -704647.077684
  nChanged 33
		SP:Iteration 59Q (135497.790000 sec): 3 clusters
  Score: Raw -707569.817726 + Penalty 2909.933012 = -704659.884714
  nChanged 34
		SP:Iteration 60F (135497.910000 sec): 3 clusters
  Score: Raw -707586.875545 + Penalty 2909.933012 = -704676.942533
  nChanged 39
		SP:Iteration 61Q (135498.030000 sec): 3 clusters
  Score: Raw -707602.309794 + Penalty 2909.933012 = -704692.376782
  nChanged 34
		SP:Iteration 62Q (135498.220000 sec): 3 clusters
  Score: Raw -707614.228023 + Penalty 2909.933012 = -704704.295011
  nChanged 24
		SP:Iteration 63Q (135498.420000 sec): 3 clusters
  Score: Raw -707621.495445 + Penalty 2909.933012 = -704711.562433
  nChanged 18
		SP:Iteration 64Q (135498.620000 sec): 3 clusters
  Score: Raw -707625.909835 + Penalty 2909.933012 = -704715.976823
  nChanged 17
		SP:Iteration 65Q (135498.820000 sec): 3 clusters
  Score: Raw -707631.153511 + Penalty 2909.933012 = -704721.220499
  nChanged 16
		SP:Iteration 66Q (135499.020000 sec): 3 clusters
  Score: Raw -707635.217137 + Penalty 2909.933012 = -704725.284125
  nChanged 9
		SP:Iteration 67Q (135499.220000 sec): 3 clusters
  Score: Raw -707636.671771 + Penalty 2909.933012 = -704726.738759
  nChanged 9
		SP:Iteration 68Q (135499.420000 sec): 3 clusters
  Score: Raw -707638.673044 + Penalty 2909.933012 = -704728.740032
  nChanged 10
		SP:Iteration 69Q (135499.620000 sec): 3 clusters
  Score: Raw -707640.419156 + Penalty 2909.933012 = -704730.486143
  nChanged 5
		SP:Iteration 70Q (135499.820000 sec): 3 clusters
  Score: Raw -707641.818136 + Penalty 2909.933012 = -704731.885124
  nChanged 6
		SP:Iteration 71Q (135500.020000 sec): 3 clusters
  Score: Raw -707642.629121 + Penalty 2909.933012 = -704732.696109
  nChanged 2
		SP:Iteration 72Q (135500.220000 sec): 3 clusters
  Score: Raw -707642.972957 + Penalty 2909.933012 = -704733.039945
  nChanged 0
		SP:Iteration 73F (135500.420000 sec): 3 clusters
  Score: Raw -707642.972957 + Penalty 2909.933012 = -704733.039945
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (2909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135500.500000 sec): 2 clusters
  Score: Raw -232811.846854 + Penalty 1296.029257 = -231515.817597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135500.670000 sec): 3 clusters
  Score: Raw -231469.350944 + Penalty 2592.058514 = -228877.292430
  nChanged 1118
		SP:Iteration 1F (135500.830000 sec): 3 clusters
  Score: Raw -232396.380855 + Penalty 2592.058514 = -229804.322341
  nChanged 295
		SP:Iteration 2F (135500.990000 sec): 3 clusters
  Score: Raw -232695.928455 + Penalty 2592.058514 = -230103.869941
  nChanged 217
		SP:Iteration 3F (135501.160000 sec): 3 clusters
  Score: Raw -232911.264570 + Penalty 2592.058514 = -230319.206056
  nChanged 185
		SP:Iteration 4F (135501.320000 sec): 3 clusters
  Score: Raw -233108.738357 + Penalty 2592.058514 = -230516.679843
  nChanged 175
		SP:Iteration 5F (135501.480000 sec): 3 clusters
  Score: Raw -233301.107653 + Penalty 2592.058514 = -230709.049139
  nChanged 150
		SP:Iteration 6F (135501.640000 sec): 3 clusters
  Score: Raw -233472.731487 + Penalty 2592.058514 = -230880.672973
  nChanged 118
		SP:Iteration 7Q (135501.810000 sec): 3 clusters
  Score: Raw -233569.811923 + Penalty 2592.058514 = -230977.753409
  nChanged 64
		SP:Iteration 8Q (135501.980000 sec): 3 clusters
  Score: Raw -233615.181724 + Penalty 2592.058514 = -231023.123210
  nChanged 66
		SP:Iteration 9Q (135502.140000 sec): 3 clusters
  Score: Raw -233660.565595 + Penalty 2592.058514 = -231068.507081
  nChanged 40
		SP:Iteration 10Q (135502.300000 sec): 3 clusters
  Score: Raw -233689.326762 + Penalty 2592.058514 = -231097.268248
  nChanged 38
		SP:Iteration 11Q (135502.460000 sec): 3 clusters
  Score: Raw -233717.457510 + Penalty 2592.058514 = -231125.398996
  nChanged 38
		SP:Iteration 12Q (135502.630000 sec): 3 clusters
  Score: Raw -233738.021646 + Penalty 2592.058514 = -231145.963132
  nChanged 30
		SP:Iteration 13Q (135502.790000 sec): 3 clusters
  Score: Raw -233755.600789 + Penalty 2592.058514 = -231163.542275
  nChanged 25
		SP:Iteration 14Q (135502.950000 sec): 3 clusters
  Score: Raw -233767.891005 + Penalty 2592.058514 = -231175.832491
  nChanged 22
		SP:Iteration 15Q (135503.120000 sec): 3 clusters
  Score: Raw -233783.553794 + Penalty 2592.058514 = -231191.495280
  nChanged 25
		SP:Iteration 16Q (135503.280000 sec): 3 clusters
  Score: Raw -233798.180555 + Penalty 2592.058514 = -231206.122041
  nChanged 18
		SP:Iteration 17Q (135503.440000 sec): 3 clusters
  Score: Raw -233806.874053 + Penalty 2592.058514 = -231214.815539
  nChanged 16
		SP:Iteration 18Q (135503.610000 sec): 3 clusters
  Score: Raw -233813.777511 + Penalty 2592.058514 = -231221.718997
  nChanged 15
		SP:Iteration 19Q (135503.770000 sec): 3 clusters
  Score: Raw -233821.246100 + Penalty 2592.058514 = -231229.187586
  nChanged 11
		SP:Iteration 20F (135503.930000 sec): 3 clusters
  Score: Raw -233825.511689 + Penalty 2592.058514 = -231233.453175
  nChanged 7
		SP:Iteration 21Q (135504.100000 sec): 3 clusters
  Score: Raw -233828.451626 + Penalty 2592.058514 = -231236.393112
  nChanged 9
		SP:Iteration 22Q (135504.260000 sec): 3 clusters
  Score: Raw -233832.472758 + Penalty 2592.058514 = -231240.414244
  nChanged 8
		SP:Iteration 23Q (135504.420000 sec): 3 clusters
  Score: Raw -233836.847964 + Penalty 2592.058514 = -231244.789450
  nChanged 11
		SP:Iteration 24Q (135504.600000 sec): 3 clusters
  Score: Raw -233845.748616 + Penalty 2592.058514 = -231253.690102
  nChanged 15
		SP:Iteration 25Q (135504.770000 sec): 3 clusters
  Score: Raw -233856.095532 + Penalty 2592.058514 = -231264.037018
  nChanged 13
		SP:Iteration 26Q (135504.950000 sec): 3 clusters
  Score: Raw -233862.706454 + Penalty 2592.058514 = -231270.647940
  nChanged 7
		SP:Iteration 27Q (135505.120000 sec): 3 clusters
  Score: Raw -233866.171347 + Penalty 2592.058514 = -231274.112833
  nChanged 9
		SP:Iteration 28Q (135505.300000 sec): 3 clusters
  Score: Raw -233870.509616 + Penalty 2592.058514 = -231278.451102
  nChanged 11
		SP:Iteration 29Q (135505.480000 sec): 3 clusters
  Score: Raw -233875.789947 + Penalty 2592.058514 = -231283.731433
  nChanged 12
		SP:Iteration 30Q (135505.650000 sec): 3 clusters
  Score: Raw -233882.710197 + Penalty 2592.058514 = -231290.651683
  nChanged 10
		SP:Iteration 31Q (135505.830000 sec): 3 clusters
  Score: Raw -233886.829614 + Penalty 2592.058514 = -231294.771100
  nChanged 10
		SP:Iteration 32Q (135506.000000 sec): 3 clusters
  Score: Raw -233891.672902 + Penalty 2592.058514 = -231299.614388
  nChanged 11
		SP:Iteration 33Q (135506.180000 sec): 3 clusters
  Score: Raw -233896.469610 + Penalty 2592.058514 = -231304.411096
  nChanged 11
		SP:Iteration 34Q (135506.350000 sec): 3 clusters
  Score: Raw -233901.935871 + Penalty 2592.058514 = -231309.877357
  nChanged 11
		SP:Iteration 35Q (135506.530000 sec): 3 clusters
  Score: Raw -233907.678313 + Penalty 2592.058514 = -231315.619799
  nChanged 7
		SP:Iteration 36Q (135506.700000 sec): 3 clusters
  Score: Raw -233910.695292 + Penalty 2592.058514 = -231318.636778
  nChanged 2
		SP:Iteration 37Q (135506.880000 sec): 3 clusters
  Score: Raw -233911.587907 + Penalty 2592.058514 = -231319.529393
  nChanged 4
		SP:Iteration 38Q (135507.060000 sec): 3 clusters
  Score: Raw -233913.961990 + Penalty 2592.058514 = -231321.903476
  nChanged 3
		SP:Iteration 39Q (135507.230000 sec): 3 clusters
  Score: Raw -233914.849377 + Penalty 2592.058514 = -231322.790863
  nChanged 2
		SP:Iteration 40F (135507.410000 sec): 3 clusters
  Score: Raw -233915.525344 + Penalty 2592.058514 = -231323.466830
  nChanged 3
		SP:Iteration 41Q (135507.580000 sec): 3 clusters
  Score: Raw -233916.469620 + Penalty 2592.058514 = -231324.411106
  nChanged 3
		SP:Iteration 42Q (135507.760000 sec): 3 clusters
  Score: Raw -233917.217403 + Penalty 2592.058514 = -231325.158889
  nChanged 2
		SP:Iteration 43Q (135507.940000 sec): 3 clusters
  Score: Raw -233917.819080 + Penalty 2592.058514 = -231325.760566
  nChanged 3
		SP:Iteration 44Q (135508.110000 sec): 3 clusters
  Score: Raw -233918.606418 + Penalty 2592.058514 = -231326.547904
  nChanged 3
		SP:Iteration 45Q (135508.290000 sec): 3 clusters
  Score: Raw -233919.141482 + Penalty 2592.058514 = -231327.082968
  nChanged 0
		SP:Iteration 46F (135508.460000 sec): 3 clusters
  Score: Raw -233919.141482 + Penalty 2592.058514 = -231327.082968
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (2386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135508.580000 sec): 2 clusters
  Score: Raw -201740.862804 + Penalty 1263.823210 = -200477.039593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135508.760000 sec): 3 clusters
  Score: Raw -200700.372163 + Penalty 2527.646421 = -198172.725743
  nChanged 863
		SP:Iteration 1F (135508.930000 sec): 3 clusters
  Score: Raw -201339.330090 + Penalty 2527.646421 = -198811.683669
  nChanged 238
		SP:Iteration 2F (135509.110000 sec): 3 clusters
  Score: Raw -201552.955781 + Penalty 2527.646421 = -199025.309360
  nChanged 151
		SP:Iteration 3F (135509.280000 sec): 3 clusters
  Score: Raw -201683.149791 + Penalty 2527.646421 = -199155.503370
  nChanged 124
		SP:Iteration 4F (135509.460000 sec): 3 clusters
  Score: Raw -201786.856728 + Penalty 2527.646421 = -199259.210307
  nChanged 79
		SP:Iteration 5Q (135509.640000 sec): 3 clusters
  Score: Raw -201862.759865 + Penalty 2527.646421 = -199335.113444
  nChanged 71
		SP:Iteration 6Q (135509.810000 sec): 3 clusters
  Score: Raw -201931.070918 + Penalty 2527.646421 = -199403.424497
  nChanged 67
		SP:Iteration 7Q (135509.940000 sec): 3 clusters
  Score: Raw -201980.647414 + Penalty 2527.646421 = -199453.000993
  nChanged 54
		SP:Iteration 8Q (135510.120000 sec): 3 clusters
  Score: Raw -202020.511597 + Penalty 2527.646421 = -199492.865176
  nChanged 47
		SP:Iteration 9Q (135510.300000 sec): 3 clusters
  Score: Raw -202065.404231 + Penalty 2527.646421 = -199537.757810
  nChanged 41
		SP:Iteration 10Q (135510.470000 sec): 3 clusters
  Score: Raw -202100.748486 + Penalty 2527.646421 = -199573.102065
  nChanged 35
		SP:Iteration 11Q (135510.610000 sec): 3 clusters
  Score: Raw -202121.367831 + Penalty 2527.646421 = -199593.721410
  nChanged 27
		SP:Iteration 12Q (135510.660000 sec): 3 clusters
  Score: Raw -202143.875625 + Penalty 2527.646421 = -199616.229204
  nChanged 25
		SP:Iteration 13Q (135510.700000 sec): 3 clusters
  Score: Raw -202159.718861 + Penalty 2527.646421 = -199632.072440
  nChanged 16
		SP:Iteration 14Q (135510.750000 sec): 3 clusters
  Score: Raw -202167.140194 + Penalty 2527.646421 = -199639.493773
  nChanged 13
		SP:Iteration 15Q (135510.790000 sec): 3 clusters
  Score: Raw -202170.899925 + Penalty 2527.646421 = -199643.253504
  nChanged 11
		SP:Iteration 16Q (135510.840000 sec): 3 clusters
  Score: Raw -202174.786132 + Penalty 2527.646421 = -199647.139711
  nChanged 8
		SP:Iteration 17Q (135510.880000 sec): 3 clusters
  Score: Raw -202177.999484 + Penalty 2527.646421 = -199650.353063
  nChanged 12
		SP:Iteration 18Q (135510.930000 sec): 3 clusters
  Score: Raw -202185.765396 + Penalty 2527.646421 = -199658.118976
  nChanged 9
		SP:Iteration 19Q (135510.970000 sec): 3 clusters
  Score: Raw -202192.274469 + Penalty 2527.646421 = -199664.628048
  nChanged 12
		SP:Iteration 20F (135511.020000 sec): 3 clusters
  Score: Raw -202199.021927 + Penalty 2527.646421 = -199671.375506
  nChanged 8
		SP:Iteration 21Q (135511.060000 sec): 3 clusters
  Score: Raw -202201.602028 + Penalty 2527.646421 = -199673.955607
  nChanged 3
		SP:Iteration 22Q (135511.110000 sec): 3 clusters
  Score: Raw -202202.336903 + Penalty 2527.646421 = -199674.690482
  nChanged 2
		SP:Iteration 23Q (135511.150000 sec): 3 clusters
  Score: Raw -202202.975662 + Penalty 2527.646421 = -199675.329241
  nChanged 1
		SP:Iteration 24Q (135511.200000 sec): 3 clusters
  Score: Raw -202203.264720 + Penalty 2527.646421 = -199675.618299
  nChanged 2
		SP:Iteration 25Q (135511.240000 sec): 3 clusters
  Score: Raw -202203.674148 + Penalty 2527.646421 = -199676.027727
  nChanged 3
		SP:Iteration 26Q (135511.280000 sec): 3 clusters
  Score: Raw -202204.591277 + Penalty 2527.646421 = -199676.944856
  nChanged 3
		SP:Iteration 27Q (135511.330000 sec): 3 clusters
  Score: Raw -202204.894309 + Penalty 2527.646421 = -199677.247889
  nChanged 1
		SP:Iteration 28Q (135511.380000 sec): 3 clusters
  Score: Raw -202205.376250 + Penalty 2527.646421 = -199677.729829
  nChanged 2
		SP:Iteration 29Q (135511.460000 sec): 3 clusters
  Score: Raw -202205.807730 + Penalty 2527.646421 = -199678.161310
  nChanged 3
		SP:Iteration 30Q (135511.630000 sec): 3 clusters
  Score: Raw -202206.394583 + Penalty 2527.646421 = -199678.748162
  nChanged 2
		SP:Iteration 31Q (135511.690000 sec): 3 clusters
  Score: Raw -202206.744296 + Penalty 2527.646421 = -199679.097875
  nChanged 3
		SP:Iteration 32Q (135511.760000 sec): 3 clusters
  Score: Raw -202208.998918 + Penalty 2527.646421 = -199681.352497
  nChanged 6
		SP:Iteration 33Q (135511.800000 sec): 3 clusters
  Score: Raw -202212.464119 + Penalty 2527.646421 = -199684.817698
  nChanged 9
		SP:Iteration 34Q (135511.840000 sec): 3 clusters
  Score: Raw -202218.619530 + Penalty 2527.646421 = -199690.973109
  nChanged 7
		SP:Iteration 35Q (135511.890000 sec): 3 clusters
  Score: Raw -202220.989805 + Penalty 2527.646421 = -199693.343384
  nChanged 4
		SP:Iteration 36Q (135511.930000 sec): 3 clusters
  Score: Raw -202222.194894 + Penalty 2527.646421 = -199694.548473
  nChanged 4
		SP:Iteration 37Q (135511.980000 sec): 3 clusters
  Score: Raw -202223.690265 + Penalty 2527.646421 = -199696.043844
  nChanged 3
		SP:Iteration 38Q (135512.020000 sec): 3 clusters
  Score: Raw -202224.171492 + Penalty 2527.646421 = -199696.525071
  nChanged 0
		SP:Iteration 39F (135512.070000 sec): 3 clusters
  Score: Raw -202224.171492 + Penalty 2527.646421 = -199696.525071
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (6275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135512.160000 sec): 2 clusters
  Score: Raw -499480.039725 + Penalty 1420.953424 = -498059.086301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135512.290000 sec): 3 clusters
  Score: Raw -496091.856749 + Penalty 2841.906848 = -493249.949901
  nChanged 2654
		SP:Iteration 1F (135512.480000 sec): 3 clusters
  Score: Raw -497739.409922 + Penalty 2841.906848 = -494897.503074
  nChanged 566
		SP:Iteration 2F (135512.640000 sec): 3 clusters
  Score: Raw -498191.266079 + Penalty 2841.906848 = -495349.359230
  nChanged 461
		SP:Iteration 3F (135512.810000 sec): 3 clusters
  Score: Raw -498549.754096 + Penalty 2841.906848 = -495707.847248
  nChanged 380
		SP:Iteration 4F (135512.970000 sec): 3 clusters
  Score: Raw -498863.994591 + Penalty 2841.906848 = -496022.087743
  nChanged 337
		SP:Iteration 5F (135513.120000 sec): 3 clusters
  Score: Raw -499120.195188 + Penalty 2841.906848 = -496278.288340
  nChanged 272
		SP:Iteration 6Q (135513.300000 sec): 3 clusters
  Score: Raw -499334.180002 + Penalty 2841.906848 = -496492.273154
  nChanged 225
		SP:Iteration 7Q (135513.470000 sec): 3 clusters
  Score: Raw -499505.253517 + Penalty 2841.906848 = -496663.346668
  nChanged 194
		SP:Iteration 8Q (135513.640000 sec): 3 clusters
  Score: Raw -499642.664772 + Penalty 2841.906848 = -496800.757924
  nChanged 156
		SP:Iteration 9Q (135513.800000 sec): 3 clusters
  Score: Raw -499752.710057 + Penalty 2841.906848 = -496910.803209
  nChanged 147
		SP:Iteration 10Q (135513.960000 sec): 3 clusters
  Score: Raw -499842.222688 + Penalty 2841.906848 = -497000.315839
  nChanged 117
		SP:Iteration 11Q (135514.120000 sec): 3 clusters
  Score: Raw -499908.600517 + Penalty 2841.906848 = -497066.693669
  nChanged 108
		SP:Iteration 12Q (135514.220000 sec): 3 clusters
  Score: Raw -499965.647001 + Penalty 2841.906848 = -497123.740153
  nChanged 98
		SP:Iteration 13Q (135514.420000 sec): 3 clusters
  Score: Raw -500016.085321 + Penalty 2841.906848 = -497174.178473
  nChanged 88
		SP:Iteration 14Q (135514.630000 sec): 3 clusters
  Score: Raw -500057.261616 + Penalty 2841.906848 = -497215.354768
  nChanged 67
		SP:Iteration 15Q (135514.760000 sec): 3 clusters
  Score: Raw -500091.196422 + Penalty 2841.906848 = -497249.289574
  nChanged 64
		SP:Iteration 16Q (135514.940000 sec): 3 clusters
  Score: Raw -500117.997273 + Penalty 2841.906848 = -497276.090425
  nChanged 42
		SP:Iteration 17Q (135515.100000 sec): 3 clusters
  Score: Raw -500130.939256 + Penalty 2841.906848 = -497289.032408
  nChanged 36
		SP:Iteration 18Q (135515.290000 sec): 3 clusters
  Score: Raw -500143.983913 + Penalty 2841.906848 = -497302.077065
  nChanged 32
		SP:Iteration 19Q (135515.470000 sec): 3 clusters
  Score: Raw -500155.934101 + Penalty 2841.906848 = -497314.027253
  nChanged 26
		SP:Iteration 20F (135515.640000 sec): 3 clusters
  Score: Raw -500165.346193 + Penalty 2841.906848 = -497323.439345
  nChanged 26
		SP:Iteration 21Q (135515.800000 sec): 3 clusters
  Score: Raw -500174.476976 + Penalty 2841.906848 = -497332.570127
  nChanged 19
		SP:Iteration 22Q (135515.970000 sec): 3 clusters
  Score: Raw -500180.298443 + Penalty 2841.906848 = -497338.391595
  nChanged 19
		SP:Iteration 23Q (135516.130000 sec): 3 clusters
  Score: Raw -500186.617045 + Penalty 2841.906848 = -497344.710197
  nChanged 29
		SP:Iteration 24Q (135516.300000 sec): 3 clusters
  Score: Raw -500195.652518 + Penalty 2841.906848 = -497353.745670
  nChanged 20
		SP:Iteration 25Q (135516.500000 sec): 3 clusters
  Score: Raw -500202.162137 + Penalty 2841.906848 = -497360.255289
  nChanged 25
		SP:Iteration 26Q (135516.670000 sec): 3 clusters
  Score: Raw -500210.423005 + Penalty 2841.906848 = -497368.516157
  nChanged 25
		SP:Iteration 27Q (135516.840000 sec): 3 clusters
  Score: Raw -500221.108943 + Penalty 2841.906848 = -497379.202095
  nChanged 33
		SP:Iteration 28Q (135517.010000 sec): 3 clusters
  Score: Raw -500237.017808 + Penalty 2841.906848 = -497395.110960
  nChanged 39
		SP:Iteration 29Q (135517.250000 sec): 3 clusters
  Score: Raw -500256.021262 + Penalty 2841.906848 = -497414.114414
  nChanged 38
		SP:Iteration 30Q (135517.430000 sec): 3 clusters
  Score: Raw -500272.383807 + Penalty 2841.906848 = -497430.476959
  nChanged 31
		SP:Iteration 31Q (135517.590000 sec): 3 clusters
  Score: Raw -500285.349959 + Penalty 2841.906848 = -497443.443111
  nChanged 32
		SP:Iteration 32Q (135517.750000 sec): 3 clusters
  Score: Raw -500298.550150 + Penalty 2841.906848 = -497456.643302
  nChanged 36
		SP:Iteration 33Q (135517.970000 sec): 3 clusters
  Score: Raw -500312.292944 + Penalty 2841.906848 = -497470.386096
  nChanged 21
		SP:Iteration 34Q (135518.130000 sec): 3 clusters
  Score: Raw -500321.776156 + Penalty 2841.906848 = -497479.869308
  nChanged 23
		SP:Iteration 35Q (135518.290000 sec): 3 clusters
  Score: Raw -500334.076525 + Penalty 2841.906848 = -497492.169677
  nChanged 28
		SP:Iteration 36Q (135518.460000 sec): 3 clusters
  Score: Raw -500350.928050 + Penalty 2841.906848 = -497509.021202
  nChanged 33
		SP:Iteration 37Q (135518.670000 sec): 3 clusters
  Score: Raw -500372.758673 + Penalty 2841.906848 = -497530.851825
  nChanged 32
		SP:Iteration 38Q (135518.830000 sec): 3 clusters
  Score: Raw -500391.127334 + Penalty 2841.906848 = -497549.220486
  nChanged 31
		SP:Iteration 39Q (135519.000000 sec): 3 clusters
  Score: Raw -500403.286558 + Penalty 2841.906848 = -497561.379710
  nChanged 21
		SP:Iteration 40F (135519.160000 sec): 3 clusters
  Score: Raw -500413.013111 + Penalty 2841.906848 = -497571.106263
  nChanged 26
		SP:Iteration 41Q (135519.330000 sec): 3 clusters
  Score: Raw -500423.793315 + Penalty 2841.906848 = -497581.886466
  nChanged 17
		SP:Iteration 42Q (135519.490000 sec): 3 clusters
  Score: Raw -500429.428487 + Penalty 2841.906848 = -497587.521639
  nChanged 11
		SP:Iteration 43Q (135519.660000 sec): 3 clusters
  Score: Raw -500432.655288 + Penalty 2841.906848 = -497590.748439
  nChanged 17
		SP:Iteration 44Q (135519.820000 sec): 3 clusters
  Score: Raw -500438.944383 + Penalty 2841.906848 = -497597.037535
  nChanged 21
		SP:Iteration 45Q (135519.990000 sec): 3 clusters
  Score: Raw -500446.126657 + Penalty 2841.906848 = -497604.219809
  nChanged 15
		SP:Iteration 46Q (135520.150000 sec): 3 clusters
  Score: Raw -500450.914775 + Penalty 2841.906848 = -497609.007927
  nChanged 11
		SP:Iteration 47Q (135520.310000 sec): 3 clusters
  Score: Raw -500454.447271 + Penalty 2841.906848 = -497612.540422
  nChanged 8
		SP:Iteration 48Q (135520.480000 sec): 3 clusters
  Score: Raw -500456.938999 + Penalty 2841.906848 = -497615.032151
  nChanged 8
		SP:Iteration 49Q (135520.650000 sec): 3 clusters
  Score: Raw -500459.737621 + Penalty 2841.906848 = -497617.830772
  nChanged 10
		SP:Iteration 50Q (135520.810000 sec): 3 clusters
  Score: Raw -500462.486572 + Penalty 2841.906848 = -497620.579724
  nChanged 9
		SP:Iteration 51Q (135520.970000 sec): 3 clusters
  Score: Raw -500464.766459 + Penalty 2841.906848 = -497622.859610
  nChanged 11
		SP:Iteration 52Q (135521.170000 sec): 3 clusters
  Score: Raw -500468.457457 + Penalty 2841.906848 = -497626.550609
  nChanged 9
		SP:Iteration 53Q (135521.270000 sec): 3 clusters
  Score: Raw -500471.491206 + Penalty 2841.906848 = -497629.584358
  nChanged 6
		SP:Iteration 54Q (135521.470000 sec): 3 clusters
  Score: Raw -500474.113828 + Penalty 2841.906848 = -497632.206980
  nChanged 6
		SP:Iteration 55Q (135521.690000 sec): 3 clusters
  Score: Raw -500475.875076 + Penalty 2841.906848 = -497633.968228
  nChanged 8
		SP:Iteration 56Q (135521.860000 sec): 3 clusters
  Score: Raw -500478.365306 + Penalty 2841.906848 = -497636.458458
  nChanged 5
		SP:Iteration 57Q (135522.040000 sec): 3 clusters
  Score: Raw -500479.809207 + Penalty 2841.906848 = -497637.902358
  nChanged 2
		SP:Iteration 58Q (135522.250000 sec): 3 clusters
  Score: Raw -500480.817592 + Penalty 2841.906848 = -497638.910744
  nChanged 3
		SP:Iteration 59Q (135522.460000 sec): 3 clusters
  Score: Raw -500481.979569 + Penalty 2841.906848 = -497640.072721
  nChanged 5
		SP:Iteration 60F (135522.620000 sec): 3 clusters
  Score: Raw -500483.380786 + Penalty 2841.906848 = -497641.473937
  nChanged 3
		SP:Iteration 61Q (135522.790000 sec): 3 clusters
  Score: Raw -500484.174950 + Penalty 2841.906848 = -497642.268102
  nChanged 3
		SP:Iteration 62Q (135522.990000 sec): 3 clusters
  Score: Raw -500484.937342 + Penalty 2841.906848 = -497643.030493
  nChanged 3
		SP:Iteration 63Q (135523.160000 sec): 3 clusters
  Score: Raw -500485.594693 + Penalty 2841.906848 = -497643.687845
  nChanged 3
		SP:Iteration 64Q (135523.320000 sec): 3 clusters
  Score: Raw -500486.503205 + Penalty 2841.906848 = -497644.596357
  nChanged 2
		SP:Iteration 65Q (135523.530000 sec): 3 clusters
  Score: Raw -500486.879145 + Penalty 2841.906848 = -497644.972297
  nChanged 3
		SP:Iteration 66Q (135523.690000 sec): 3 clusters
  Score: Raw -500487.708023 + Penalty 2841.906848 = -497645.801174
  nChanged 6
		SP:Iteration 67Q (135523.860000 sec): 3 clusters
  Score: Raw -500489.703459 + Penalty 2841.906848 = -497647.796611
  nChanged 5
		SP:Iteration 68Q (135524.020000 sec): 3 clusters
  Score: Raw -500490.695117 + Penalty 2841.906848 = -497648.788268
  nChanged 0
		SP:Iteration 69F (135524.190000 sec): 3 clusters
  Score: Raw -500490.695117 + Penalty 2841.906848 = -497648.788268
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (26148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135524.420000 sec): 2 clusters
  Score: Raw -2471042.461080 + Penalty 1652.873298 = -2469389.587782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135524.810000 sec): 3 clusters
  Score: Raw -2454942.683283 + Penalty 3305.746595 = -2451636.936688
  nChanged 12070
		SP:Iteration 1F (135525.150000 sec): 3 clusters
  Score: Raw -2461640.278962 + Penalty 3305.746595 = -2458334.532367
  nChanged 1402
		SP:Iteration 2F (135525.510000 sec): 3 clusters
  Score: Raw -2462231.114963 + Penalty 3305.746595 = -2458925.368368
  nChanged 1442
		SP:Iteration 3F (135525.850000 sec): 3 clusters
  Score: Raw -2462976.868505 + Penalty 3305.746595 = -2459671.121910
  nChanged 1702
		SP:Iteration 4F (135526.150000 sec): 3 clusters
  Score: Raw -2464110.297933 + Penalty 3305.746595 = -2460804.551338
  nChanged 2051
		SP:Iteration 5F (135526.460000 sec): 3 clusters
  Score: Raw -2465746.514667 + Penalty 3305.746595 = -2462440.768072
  nChanged 2022
		SP:Iteration 6F (135526.870000 sec): 3 clusters
  Score: Raw -2467568.552561 + Penalty 3305.746595 = -2464262.805966
  nChanged 1575
		SP:Iteration 7F (135527.230000 sec): 3 clusters
  Score: Raw -2469193.942765 + Penalty 3305.746595 = -2465888.196170
  nChanged 1048
		SP:Iteration 8Q (135527.620000 sec): 3 clusters
  Score: Raw -2470333.822092 + Penalty 3305.746595 = -2467028.075497
  nChanged 653
		SP:Iteration 9Q (135528.020000 sec): 3 clusters
  Score: Raw -2470981.800282 + Penalty 3305.746595 = -2467676.053687
  nChanged 448
		SP:Iteration 10Q (135528.410000 sec): 3 clusters
  Score: Raw -2471335.734360 + Penalty 3305.746595 = -2468029.987765
  nChanged 302
		SP:Iteration 11Q (135528.770000 sec): 3 clusters
  Score: Raw -2471517.516078 + Penalty 3305.746595 = -2468211.769483
  nChanged 207
		SP:Iteration 12Q (135529.140000 sec): 3 clusters
  Score: Raw -2471602.334647 + Penalty 3305.746595 = -2468296.588052
  nChanged 131
		SP:Iteration 13Q (135529.520000 sec): 3 clusters
  Score: Raw -2471645.080954 + Penalty 3305.746595 = -2468339.334359
  nChanged 102
		SP:Iteration 14Q (135529.870000 sec): 3 clusters
  Score: Raw -2471679.069646 + Penalty 3305.746595 = -2468373.323050
  nChanged 86
		SP:Iteration 15Q (135530.270000 sec): 3 clusters
  Score: Raw -2471703.339806 + Penalty 3305.746595 = -2468397.593210
  nChanged 67
		SP:Iteration 16Q (135530.670000 sec): 3 clusters
  Score: Raw -2471719.475082 + Penalty 3305.746595 = -2468413.728487
  nChanged 64
		SP:Iteration 17Q (135531.060000 sec): 3 clusters
  Score: Raw -2471734.152994 + Penalty 3305.746595 = -2468428.406399
  nChanged 48
		SP:Iteration 18Q (135531.460000 sec): 3 clusters
  Score: Raw -2471743.350568 + Penalty 3305.746595 = -2468437.603973
  nChanged 46
		SP:Iteration 19Q (135531.860000 sec): 3 clusters
  Score: Raw -2471754.234816 + Penalty 3305.746595 = -2468448.488221
  nChanged 45
		SP:Iteration 20F (135532.220000 sec): 3 clusters
  Score: Raw -2471763.420297 + Penalty 3305.746595 = -2468457.673702
  nChanged 40
		SP:Iteration 21Q (135532.620000 sec): 3 clusters
  Score: Raw -2471770.560088 + Penalty 3305.746595 = -2468464.813493
  nChanged 37
		SP:Iteration 22Q (135532.970000 sec): 3 clusters
  Score: Raw -2471778.082554 + Penalty 3305.746595 = -2468472.335959
  nChanged 32
		SP:Iteration 23Q (135533.330000 sec): 3 clusters
  Score: Raw -2471785.242124 + Penalty 3305.746595 = -2468479.495529
  nChanged 28
		SP:Iteration 24Q (135533.680000 sec): 3 clusters
  Score: Raw -2471790.315637 + Penalty 3305.746595 = -2468484.569042
  nChanged 24
		SP:Iteration 25Q (135534.040000 sec): 3 clusters
  Score: Raw -2471794.182758 + Penalty 3305.746595 = -2468488.436163
  nChanged 21
		SP:Iteration 26Q (135534.400000 sec): 3 clusters
  Score: Raw -2471797.221246 + Penalty 3305.746595 = -2468491.474651
  nChanged 14
		SP:Iteration 27Q (135534.750000 sec): 3 clusters
  Score: Raw -2471799.041578 + Penalty 3305.746595 = -2468493.294983
  nChanged 13
		SP:Iteration 28Q (135535.110000 sec): 3 clusters
  Score: Raw -2471800.564920 + Penalty 3305.746595 = -2468494.818325
  nChanged 5
		SP:Iteration 29Q (135535.470000 sec): 3 clusters
  Score: Raw -2471800.900572 + Penalty 3305.746595 = -2468495.153977
  nChanged 4
		SP:Iteration 30Q (135535.820000 sec): 3 clusters
  Score: Raw -2471801.380717 + Penalty 3305.746595 = -2468495.634122
  nChanged 4
		SP:Iteration 31Q (135536.180000 sec): 3 clusters
  Score: Raw -2471801.758395 + Penalty 3305.746595 = -2468496.011800
  nChanged 5
		SP:Iteration 32Q (135536.540000 sec): 3 clusters
  Score: Raw -2471802.367907 + Penalty 3305.746595 = -2468496.621312
  nChanged 5
		SP:Iteration 33Q (135536.890000 sec): 3 clusters
  Score: Raw -2471802.787333 + Penalty 3305.746595 = -2468497.040738
  nChanged 2
		SP:Iteration 34Q (135537.250000 sec): 3 clusters
  Score: Raw -2471802.882486 + Penalty 3305.746595 = -2468497.135891
  nChanged 2
		SP:Iteration 35Q (135537.600000 sec): 3 clusters
  Score: Raw -2471803.042531 + Penalty 3305.746595 = -2468497.295936
  nChanged 0
		SP:Iteration 36F (135537.960000 sec): 3 clusters
  Score: Raw -2471803.042531 + Penalty 3305.746595 = -2468497.295936
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (3438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135538.030000 sec): 2 clusters
  Score: Raw -299820.804056 + Penalty 1323.179843 = -298497.624214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135538.210000 sec): 3 clusters
  Score: Raw -298159.137139 + Penalty 2646.359685 = -295512.777454
  nChanged 1322
		SP:Iteration 1F (135538.380000 sec): 3 clusters
  Score: Raw -299013.438411 + Penalty 2646.359685 = -296367.078726
  nChanged 299
		SP:Iteration 2F (135538.560000 sec): 3 clusters
  Score: Raw -299227.634627 + Penalty 2646.359685 = -296581.274942
  nChanged 190
		SP:Iteration 3F (135538.740000 sec): 3 clusters
  Score: Raw -299357.607815 + Penalty 2646.359685 = -296711.248129
  nChanged 150
		SP:Iteration 4Q (135538.890000 sec): 3 clusters
  Score: Raw -299440.175655 + Penalty 2646.359685 = -296793.815969
  nChanged 106
		SP:Iteration 5Q (135538.960000 sec): 3 clusters
  Score: Raw -299497.807854 + Penalty 2646.359685 = -296851.448169
  nChanged 87
		SP:Iteration 6Q (135539.030000 sec): 3 clusters
  Score: Raw -299542.669848 + Penalty 2646.359685 = -296896.310163
  nChanged 79
		SP:Iteration 7Q (135539.100000 sec): 3 clusters
  Score: Raw -299579.405476 + Penalty 2646.359685 = -296933.045791
  nChanged 68
		SP:Iteration 8Q (135539.170000 sec): 3 clusters
  Score: Raw -299616.925882 + Penalty 2646.359685 = -296970.566196
  nChanged 72
		SP:Iteration 9Q (135539.240000 sec): 3 clusters
  Score: Raw -299663.249156 + Penalty 2646.359685 = -297016.889470
  nChanged 84
		SP:Iteration 10Q (135539.310000 sec): 3 clusters
  Score: Raw -299716.850936 + Penalty 2646.359685 = -297070.491250
  nChanged 89
		SP:Iteration 11Q (135539.380000 sec): 3 clusters
  Score: Raw -299766.845729 + Penalty 2646.359685 = -297120.486043
  nChanged 63
		SP:Iteration 12Q (135539.450000 sec): 3 clusters
  Score: Raw -299795.592404 + Penalty 2646.359685 = -297149.232719
  nChanged 48
		SP:Iteration 13Q (135539.520000 sec): 3 clusters
  Score: Raw -299819.549299 + Penalty 2646.359685 = -297173.189614
  nChanged 56
		SP:Iteration 14Q (135539.590000 sec): 3 clusters
  Score: Raw -299854.017906 + Penalty 2646.359685 = -297207.658221
  nChanged 55
		SP:Iteration 15Q (135539.660000 sec): 3 clusters
  Score: Raw -299882.044308 + Penalty 2646.359685 = -297235.684622
  nChanged 49
		SP:Iteration 16Q (135539.730000 sec): 3 clusters
  Score: Raw -299904.571143 + Penalty 2646.359685 = -297258.211458
  nChanged 37
		SP:Iteration 17Q (135539.800000 sec): 3 clusters
  Score: Raw -299916.576239 + Penalty 2646.359685 = -297270.216554
  nChanged 23
		SP:Iteration 18Q (135539.870000 sec): 3 clusters
  Score: Raw -299924.833761 + Penalty 2646.359685 = -297278.474076
  nChanged 25
		SP:Iteration 19Q (135539.940000 sec): 3 clusters
  Score: Raw -299936.312772 + Penalty 2646.359685 = -297289.953087
  nChanged 27
		SP:Iteration 20F (135540.010000 sec): 3 clusters
  Score: Raw -299951.344526 + Penalty 2646.359685 = -297304.984840
  nChanged 34
		SP:Iteration 21Q (135540.080000 sec): 3 clusters
  Score: Raw -299968.308552 + Penalty 2646.359685 = -297321.948866
  nChanged 32
		SP:Iteration 22Q (135540.140000 sec): 3 clusters
  Score: Raw -299982.777361 + Penalty 2646.359685 = -297336.417675
  nChanged 28
		SP:Iteration 23Q (135540.200000 sec): 3 clusters
  Score: Raw -299993.427857 + Penalty 2646.359685 = -297347.068172
  nChanged 20
		SP:Iteration 24Q (135540.270000 sec): 3 clusters
  Score: Raw -300001.452072 + Penalty 2646.359685 = -297355.092386
  nChanged 18
		SP:Iteration 25Q (135540.340000 sec): 3 clusters
  Score: Raw -300008.567713 + Penalty 2646.359685 = -297362.208027
  nChanged 20
		SP:Iteration 26Q (135540.400000 sec): 3 clusters
  Score: Raw -300018.436050 + Penalty 2646.359685 = -297372.076365
  nChanged 23
		SP:Iteration 27Q (135540.470000 sec): 3 clusters
  Score: Raw -300026.919635 + Penalty 2646.359685 = -297380.559950
  nChanged 27
		SP:Iteration 28Q (135540.530000 sec): 3 clusters
  Score: Raw -300037.291742 + Penalty 2646.359685 = -297390.932057
  nChanged 23
		SP:Iteration 29Q (135540.600000 sec): 3 clusters
  Score: Raw -300046.592924 + Penalty 2646.359685 = -297400.233239
  nChanged 20
		SP:Iteration 30Q (135540.660000 sec): 3 clusters
  Score: Raw -300052.477579 + Penalty 2646.359685 = -297406.117893
  nChanged 15
		SP:Iteration 31Q (135540.730000 sec): 3 clusters
  Score: Raw -300056.746437 + Penalty 2646.359685 = -297410.386752
  nChanged 9
		SP:Iteration 32Q (135540.790000 sec): 3 clusters
  Score: Raw -300059.813272 + Penalty 2646.359685 = -297413.453587
  nChanged 11
		SP:Iteration 33Q (135540.850000 sec): 3 clusters
  Score: Raw -300062.635520 + Penalty 2646.359685 = -297416.275834
  nChanged 7
		SP:Iteration 34Q (135540.920000 sec): 3 clusters
  Score: Raw -300064.602255 + Penalty 2646.359685 = -297418.242570
  nChanged 6
		SP:Iteration 35Q (135540.980000 sec): 3 clusters
  Score: Raw -300066.212267 + Penalty 2646.359685 = -297419.852582
  nChanged 5
		SP:Iteration 36Q (135541.150000 sec): 3 clusters
  Score: Raw -300067.519305 + Penalty 2646.359685 = -297421.159620
  nChanged 5
		SP:Iteration 37Q (135541.320000 sec): 3 clusters
  Score: Raw -300068.846539 + Penalty 2646.359685 = -297422.486853
  nChanged 5
		SP:Iteration 38Q (135541.500000 sec): 3 clusters
  Score: Raw -300070.824384 + Penalty 2646.359685 = -297424.464699
  nChanged 5
		SP:Iteration 39Q (135541.680000 sec): 3 clusters
  Score: Raw -300072.381927 + Penalty 2646.359685 = -297426.022242
  nChanged 4
		SP:Iteration 40F (135541.850000 sec): 3 clusters
  Score: Raw -300073.060301 + Penalty 2646.359685 = -297426.700615
  nChanged 3
		SP:Iteration 41Q (135542.030000 sec): 3 clusters
  Score: Raw -300073.957107 + Penalty 2646.359685 = -297427.597421
  nChanged 0
		SP:Iteration 42F (135542.200000 sec): 3 clusters
  Score: Raw -300073.957107 + Penalty 2646.359685 = -297427.597421
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (4281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135542.280000 sec): 2 clusters
  Score: Raw -367747.849898 + Penalty 1358.815560 = -366389.034338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135542.370000 sec): 3 clusters
  Score: Raw -365620.169365 + Penalty 2717.631119 = -362902.538245
  nChanged 1692
		SP:Iteration 1F (135542.460000 sec): 3 clusters
  Score: Raw -366602.116785 + Penalty 2717.631119 = -363884.485666
  nChanged 351
		SP:Iteration 2F (135542.550000 sec): 3 clusters
  Score: Raw -366861.397717 + Penalty 2717.631119 = -364143.766597
  nChanged 297
		SP:Iteration 3F (135542.740000 sec): 3 clusters
  Score: Raw -367072.780061 + Penalty 2717.631119 = -364355.148942
  nChanged 242
		SP:Iteration 4F (135542.960000 sec): 3 clusters
  Score: Raw -367261.103649 + Penalty 2717.631119 = -364543.472530
  nChanged 209
		SP:Iteration 5Q (135543.120000 sec): 3 clusters
  Score: Raw -367430.451478 + Penalty 2717.631119 = -364712.820358
  nChanged 195
		SP:Iteration 6Q (135543.290000 sec): 3 clusters
  Score: Raw -367596.759575 + Penalty 2717.631119 = -364879.128455
  nChanged 183
		SP:Iteration 7Q (135543.470000 sec): 3 clusters
  Score: Raw -367750.793147 + Penalty 2717.631119 = -365033.162027
  nChanged 172
		SP:Iteration 8Q (135543.640000 sec): 3 clusters
  Score: Raw -367895.802887 + Penalty 2717.631119 = -365178.171768
  nChanged 161
		SP:Iteration 9Q (135543.820000 sec): 3 clusters
  Score: Raw -368017.359658 + Penalty 2717.631119 = -365299.728538
  nChanged 141
		SP:Iteration 10Q (135544.000000 sec): 3 clusters
  Score: Raw -368120.137503 + Penalty 2717.631119 = -365402.506383
  nChanged 125
		SP:Iteration 11Q (135544.170000 sec): 3 clusters
  Score: Raw -368200.459756 + Penalty 2717.631119 = -365482.828636
  nChanged 97
		SP:Iteration 12Q (135544.350000 sec): 3 clusters
  Score: Raw -368252.421004 + Penalty 2717.631119 = -365534.789884
  nChanged 74
		SP:Iteration 13Q (135544.520000 sec): 3 clusters
  Score: Raw -368296.645370 + Penalty 2717.631119 = -365579.014250
  nChanged 68
		SP:Iteration 14Q (135544.700000 sec): 3 clusters
  Score: Raw -368334.754510 + Penalty 2717.631119 = -365617.123391
  nChanged 54
		SP:Iteration 15Q (135544.880000 sec): 3 clusters
  Score: Raw -368360.926870 + Penalty 2717.631119 = -365643.295751
  nChanged 50
		SP:Iteration 16Q (135545.050000 sec): 3 clusters
  Score: Raw -368383.407729 + Penalty 2717.631119 = -365665.776610
  nChanged 42
		SP:Iteration 17Q (135545.230000 sec): 3 clusters
  Score: Raw -368407.877346 + Penalty 2717.631119 = -365690.246227
  nChanged 39
		SP:Iteration 18Q (135545.400000 sec): 3 clusters
  Score: Raw -368429.286633 + Penalty 2717.631119 = -365711.655514
  nChanged 36
		SP:Iteration 19Q (135545.580000 sec): 3 clusters
  Score: Raw -368449.398957 + Penalty 2717.631119 = -365731.767838
  nChanged 31
		SP:Iteration 20F (135545.750000 sec): 3 clusters
  Score: Raw -368465.633281 + Penalty 2717.631119 = -365748.002162
  nChanged 40
		SP:Iteration 21Q (135545.930000 sec): 3 clusters
  Score: Raw -368488.682158 + Penalty 2717.631119 = -365771.051039
  nChanged 35
		SP:Iteration 22Q (135546.100000 sec): 3 clusters
  Score: Raw -368515.545533 + Penalty 2717.631119 = -365797.914414
  nChanged 43
		SP:Iteration 23Q (135546.280000 sec): 3 clusters
  Score: Raw -368538.156101 + Penalty 2717.631119 = -365820.524981
  nChanged 28
		SP:Iteration 24Q (135546.430000 sec): 3 clusters
  Score: Raw -368551.889384 + Penalty 2717.631119 = -365834.258265
  nChanged 27
		SP:Iteration 25Q (135546.520000 sec): 3 clusters
  Score: Raw -368562.989187 + Penalty 2717.631119 = -365845.358067
  nChanged 26
		SP:Iteration 26Q (135546.600000 sec): 3 clusters
  Score: Raw -368574.461641 + Penalty 2717.631119 = -365856.830522
  nChanged 22
		SP:Iteration 27Q (135546.680000 sec): 3 clusters
  Score: Raw -368585.374895 + Penalty 2717.631119 = -365867.743775
  nChanged 19
		SP:Iteration 28Q (135546.770000 sec): 3 clusters
  Score: Raw -368592.704929 + Penalty 2717.631119 = -365875.073810
  nChanged 14
		SP:Iteration 29Q (135546.850000 sec): 3 clusters
  Score: Raw -368597.653906 + Penalty 2717.631119 = -365880.022786
  nChanged 13
		SP:Iteration 30Q (135546.940000 sec): 3 clusters
  Score: Raw -368600.718255 + Penalty 2717.631119 = -365883.087136
  nChanged 8
		SP:Iteration 31Q (135547.020000 sec): 3 clusters
  Score: Raw -368602.580547 + Penalty 2717.631119 = -365884.949427
  nChanged 6
		SP:Iteration 32Q (135547.100000 sec): 3 clusters
  Score: Raw -368603.890676 + Penalty 2717.631119 = -365886.259557
  nChanged 3
		SP:Iteration 33Q (135547.190000 sec): 3 clusters
  Score: Raw -368605.077104 + Penalty 2717.631119 = -365887.445984
  nChanged 3
		SP:Iteration 34Q (135547.270000 sec): 3 clusters
  Score: Raw -368606.001183 + Penalty 2717.631119 = -365888.370063
  nChanged 1
		SP:Iteration 35Q (135547.360000 sec): 3 clusters
  Score: Raw -368606.215496 + Penalty 2717.631119 = -365888.584377
  nChanged 2
		SP:Iteration 36Q (135547.440000 sec): 3 clusters
  Score: Raw -368606.997826 + Penalty 2717.631119 = -365889.366706
  nChanged 2
		SP:Iteration 37Q (135547.520000 sec): 3 clusters
  Score: Raw -368607.366812 + Penalty 2717.631119 = -365889.735692
  nChanged 1
		SP:Iteration 38Q (135547.610000 sec): 3 clusters
  Score: Raw -368607.463925 + Penalty 2717.631119 = -365889.832806
  nChanged 1
		SP:Iteration 39Q (135547.690000 sec): 3 clusters
  Score: Raw -368607.532498 + Penalty 2717.631119 = -365889.901379
  nChanged 0
		SP:Iteration 40F (135547.780000 sec): 3 clusters
  Score: Raw -368607.532498 + Penalty 2717.631119 = -365889.901379
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (2451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135547.840000 sec): 2 clusters
  Score: Raw -200502.936105 + Penalty 1268.190850 = -199234.745255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135547.900000 sec): 3 clusters
  Score: Raw -199407.442616 + Penalty 2536.381700 = -196871.060917
  nChanged 878
		SP:Iteration 1F (135547.940000 sec): 3 clusters
  Score: Raw -199941.475661 + Penalty 2536.381700 = -197405.093961
  nChanged 212
		SP:Iteration 2F (135547.980000 sec): 3 clusters
  Score: Raw -200110.126653 + Penalty 2536.381700 = -197573.744954
  nChanged 147
		SP:Iteration 3F (135548.030000 sec): 3 clusters
  Score: Raw -200202.155792 + Penalty 2536.381700 = -197665.774093
  nChanged 90
		SP:Iteration 4Q (135548.070000 sec): 3 clusters
  Score: Raw -200259.100136 + Penalty 2536.381700 = -197722.718436
  nChanged 73
		SP:Iteration 5Q (135548.120000 sec): 3 clusters
  Score: Raw -200304.821719 + Penalty 2536.381700 = -197768.440020
  nChanged 73
		SP:Iteration 6Q (135548.160000 sec): 3 clusters
  Score: Raw -200351.260028 + Penalty 2536.381700 = -197814.878329
  nChanged 63
		SP:Iteration 7Q (135548.210000 sec): 3 clusters
  Score: Raw -200386.828296 + Penalty 2536.381700 = -197850.446596
  nChanged 53
		SP:Iteration 8Q (135548.260000 sec): 3 clusters
  Score: Raw -200426.922785 + Penalty 2536.381700 = -197890.541085
  nChanged 51
		SP:Iteration 9Q (135548.310000 sec): 3 clusters
  Score: Raw -200459.940018 + Penalty 2536.381700 = -197923.558318
  nChanged 46
		SP:Iteration 10Q (135548.350000 sec): 3 clusters
  Score: Raw -200495.406233 + Penalty 2536.381700 = -197959.024533
  nChanged 59
		SP:Iteration 11Q (135548.400000 sec): 3 clusters
  Score: Raw -200536.374516 + Penalty 2536.381700 = -197999.992817
  nChanged 51
		SP:Iteration 12Q (135548.440000 sec): 3 clusters
  Score: Raw -200568.763722 + Penalty 2536.381700 = -198032.382022
  nChanged 44
		SP:Iteration 13Q (135548.490000 sec): 3 clusters
  Score: Raw -200594.509926 + Penalty 2536.381700 = -198058.128227
  nChanged 36
		SP:Iteration 14Q (135548.540000 sec): 3 clusters
  Score: Raw -200615.922332 + Penalty 2536.381700 = -198079.540632
  nChanged 33
		SP:Iteration 15Q (135548.580000 sec): 3 clusters
  Score: Raw -200637.490675 + Penalty 2536.381700 = -198101.108975
  nChanged 20
		SP:Iteration 16Q (135548.620000 sec): 3 clusters
  Score: Raw -200649.431314 + Penalty 2536.381700 = -198113.049614
  nChanged 27
		SP:Iteration 17Q (135548.670000 sec): 3 clusters
  Score: Raw -200665.485558 + Penalty 2536.381700 = -198129.103859
  nChanged 14
		SP:Iteration 18Q (135548.710000 sec): 3 clusters
  Score: Raw -200671.249397 + Penalty 2536.381700 = -198134.867697
  nChanged 9
		SP:Iteration 19Q (135548.760000 sec): 3 clusters
  Score: Raw -200674.286618 + Penalty 2536.381700 = -198137.904918
  nChanged 9
		SP:Iteration 20F (135548.800000 sec): 3 clusters
  Score: Raw -200679.722061 + Penalty 2536.381700 = -198143.340361
  nChanged 16
		SP:Iteration 21Q (135548.850000 sec): 3 clusters
  Score: Raw -200687.126849 + Penalty 2536.381700 = -198150.745150
  nChanged 14
		SP:Iteration 22Q (135548.890000 sec): 3 clusters
  Score: Raw -200695.427409 + Penalty 2536.381700 = -198159.045709
  nChanged 22
		SP:Iteration 23Q (135548.940000 sec): 3 clusters
  Score: Raw -200706.110503 + Penalty 2536.381700 = -198169.728804
  nChanged 19
		SP:Iteration 24Q (135548.980000 sec): 3 clusters
  Score: Raw -200717.435669 + Penalty 2536.381700 = -198181.053969
  nChanged 11
		SP:Iteration 25Q (135549.020000 sec): 3 clusters
  Score: Raw -200725.032755 + Penalty 2536.381700 = -198188.651055
  nChanged 8
		SP:Iteration 26Q (135549.070000 sec): 3 clusters
  Score: Raw -200729.189219 + Penalty 2536.381700 = -198192.807519
  nChanged 13
		SP:Iteration 27Q (135549.110000 sec): 3 clusters
  Score: Raw -200740.082413 + Penalty 2536.381700 = -198203.700713
  nChanged 19
		SP:Iteration 28Q (135549.160000 sec): 3 clusters
  Score: Raw -200754.509879 + Penalty 2536.381700 = -198218.128180
  nChanged 18
		SP:Iteration 29Q (135549.200000 sec): 3 clusters
  Score: Raw -200763.174241 + Penalty 2536.381700 = -198226.792542
  nChanged 12
		SP:Iteration 30Q (135549.240000 sec): 3 clusters
  Score: Raw -200768.806197 + Penalty 2536.381700 = -198232.424497
  nChanged 14
		SP:Iteration 31Q (135549.290000 sec): 3 clusters
  Score: Raw -200778.255981 + Penalty 2536.381700 = -198241.874281
  nChanged 15
		SP:Iteration 32Q (135549.330000 sec): 3 clusters
  Score: Raw -200784.281778 + Penalty 2536.381700 = -198247.900078
  nChanged 9
		SP:Iteration 33Q (135549.380000 sec): 3 clusters
  Score: Raw -200788.283364 + Penalty 2536.381700 = -198251.901665
  nChanged 12
		SP:Iteration 34Q (135549.420000 sec): 3 clusters
  Score: Raw -200793.960133 + Penalty 2536.381700 = -198257.578433
  nChanged 10
		SP:Iteration 35Q (135549.460000 sec): 3 clusters
  Score: Raw -200800.210938 + Penalty 2536.381700 = -198263.829239
  nChanged 14
		SP:Iteration 36Q (135549.510000 sec): 3 clusters
  Score: Raw -200808.381883 + Penalty 2536.381700 = -198272.000184
  nChanged 15
		SP:Iteration 37Q (135549.550000 sec): 3 clusters
  Score: Raw -200818.670571 + Penalty 2536.381700 = -198282.288871
  nChanged 15
		SP:Iteration 38Q (135549.600000 sec): 3 clusters
  Score: Raw -200828.077271 + Penalty 2536.381700 = -198291.695571
  nChanged 18
		SP:Iteration 39Q (135549.640000 sec): 3 clusters
  Score: Raw -200837.827301 + Penalty 2536.381700 = -198301.445601
  nChanged 10
		SP:Iteration 40F (135549.680000 sec): 3 clusters
  Score: Raw -200841.455435 + Penalty 2536.381700 = -198305.073735
  nChanged 6
		SP:Iteration 41Q (135549.730000 sec): 3 clusters
  Score: Raw -200844.838607 + Penalty 2536.381700 = -198308.456907
  nChanged 6
		SP:Iteration 42Q (135549.770000 sec): 3 clusters
  Score: Raw -200847.867634 + Penalty 2536.381700 = -198311.485934
  nChanged 3
		SP:Iteration 43Q (135549.820000 sec): 3 clusters
  Score: Raw -200848.573917 + Penalty 2536.381700 = -198312.192218
  nChanged 0
		SP:Iteration 44F (135549.860000 sec): 3 clusters
  Score: Raw -200848.573917 + Penalty 2536.381700 = -198312.192218
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (3022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135549.920000 sec): 2 clusters
  Score: Raw -239646.059587 + Penalty 1302.222048 = -238343.837539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135549.980000 sec): 3 clusters
  Score: Raw -238228.490721 + Penalty 2604.444096 = -235624.046625
  nChanged 1155
		SP:Iteration 1F (135550.050000 sec): 3 clusters
  Score: Raw -239058.301252 + Penalty 2604.444096 = -236453.857156
  nChanged 287
		SP:Iteration 2F (135550.110000 sec): 3 clusters
  Score: Raw -239376.311559 + Penalty 2604.444096 = -236771.867463
  nChanged 216
		SP:Iteration 3F (135550.170000 sec): 3 clusters
  Score: Raw -239623.368223 + Penalty 2604.444096 = -237018.924126
  nChanged 192
		SP:Iteration 4F (135550.230000 sec): 3 clusters
  Score: Raw -239799.487448 + Penalty 2604.444096 = -237195.043352
  nChanged 158
		SP:Iteration 5F (135550.300000 sec): 3 clusters
  Score: Raw -239918.727229 + Penalty 2604.444096 = -237314.283132
  nChanged 100
		SP:Iteration 6Q (135550.360000 sec): 3 clusters
  Score: Raw -239981.391927 + Penalty 2604.444096 = -237376.947830
  nChanged 78
		SP:Iteration 7Q (135550.410000 sec): 3 clusters
  Score: Raw -240033.061057 + Penalty 2604.444096 = -237428.616961
  nChanged 67
		SP:Iteration 8Q (135550.470000 sec): 3 clusters
  Score: Raw -240066.614146 + Penalty 2604.444096 = -237462.170049
  nChanged 44
		SP:Iteration 9Q (135550.530000 sec): 3 clusters
  Score: Raw -240090.630881 + Penalty 2604.444096 = -237486.186785
  nChanged 40
		SP:Iteration 10Q (135550.600000 sec): 3 clusters
  Score: Raw -240113.016484 + Penalty 2604.444096 = -237508.572387
  nChanged 44
		SP:Iteration 11Q (135550.650000 sec): 3 clusters
  Score: Raw -240140.395730 + Penalty 2604.444096 = -237535.951634
  nChanged 33
		SP:Iteration 12Q (135550.710000 sec): 3 clusters
  Score: Raw -240156.721462 + Penalty 2604.444096 = -237552.277366
  nChanged 31
		SP:Iteration 13Q (135550.770000 sec): 3 clusters
  Score: Raw -240170.795969 + Penalty 2604.444096 = -237566.351873
  nChanged 31
		SP:Iteration 14Q (135550.830000 sec): 3 clusters
  Score: Raw -240186.533811 + Penalty 2604.444096 = -237582.089715
  nChanged 28
		SP:Iteration 15Q (135550.890000 sec): 3 clusters
  Score: Raw -240198.619083 + Penalty 2604.444096 = -237594.174986
  nChanged 23
		SP:Iteration 16Q (135550.950000 sec): 3 clusters
  Score: Raw -240211.684458 + Penalty 2604.444096 = -237607.240362
  nChanged 23
		SP:Iteration 17Q (135551.020000 sec): 3 clusters
  Score: Raw -240222.172531 + Penalty 2604.444096 = -237617.728435
  nChanged 20
		SP:Iteration 18Q (135551.080000 sec): 3 clusters
  Score: Raw -240229.240810 + Penalty 2604.444096 = -237624.796714
  nChanged 17
		SP:Iteration 19Q (135551.140000 sec): 3 clusters
  Score: Raw -240234.920864 + Penalty 2604.444096 = -237630.476767
  nChanged 12
		SP:Iteration 20F (135551.200000 sec): 3 clusters
  Score: Raw -240239.673469 + Penalty 2604.444096 = -237635.229373
  nChanged 6
		SP:Iteration 21Q (135551.260000 sec): 3 clusters
  Score: Raw -240241.645805 + Penalty 2604.444096 = -237637.201709
  nChanged 4
		SP:Iteration 22Q (135551.320000 sec): 3 clusters
  Score: Raw -240244.580076 + Penalty 2604.444096 = -237640.135980
  nChanged 6
		SP:Iteration 23Q (135551.380000 sec): 3 clusters
  Score: Raw -240246.721431 + Penalty 2604.444096 = -237642.277335
  nChanged 2
		SP:Iteration 24Q (135551.440000 sec): 3 clusters
  Score: Raw -240247.382047 + Penalty 2604.444096 = -237642.937950
  nChanged 2
		SP:Iteration 25Q (135551.500000 sec): 3 clusters
  Score: Raw -240247.886487 + Penalty 2604.444096 = -237643.442391
  nChanged 2
		SP:Iteration 26Q (135551.560000 sec): 3 clusters
  Score: Raw -240248.235077 + Penalty 2604.444096 = -237643.790980
  nChanged 2
		SP:Iteration 27Q (135551.620000 sec): 3 clusters
  Score: Raw -240248.766553 + Penalty 2604.444096 = -237644.322456
  nChanged 0
		SP:Iteration 28F (135551.720000 sec): 3 clusters
  Score: Raw -240248.766553 + Penalty 2604.444096 = -237644.322456
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (7795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135551.810000 sec): 2 clusters
  Score: Raw -676282.675283 + Penalty 1456.201139 = -674826.474143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135552.020000 sec): 3 clusters
  Score: Raw -672058.696160 + Penalty 2912.402279 = -669146.293881
  nChanged 3307
		SP:Iteration 1F (135552.220000 sec): 3 clusters
  Score: Raw -674161.910108 + Penalty 2912.402279 = -671249.507829
  nChanged 702
		SP:Iteration 2F (135552.420000 sec): 3 clusters
  Score: Raw -674819.173153 + Penalty 2912.402279 = -671906.770874
  nChanged 652
		SP:Iteration 3F (135552.620000 sec): 3 clusters
  Score: Raw -675424.544109 + Penalty 2912.402279 = -672512.141830
  nChanged 554
		SP:Iteration 4F (135552.820000 sec): 3 clusters
  Score: Raw -675861.474938 + Penalty 2912.402279 = -672949.072659
  nChanged 416
		SP:Iteration 5F (135553.020000 sec): 3 clusters
  Score: Raw -676117.061752 + Penalty 2912.402279 = -673204.659473
  nChanged 288
		SP:Iteration 6Q (135553.220000 sec): 3 clusters
  Score: Raw -676260.909234 + Penalty 2912.402279 = -673348.506955
  nChanged 218
		SP:Iteration 7Q (135553.420000 sec): 3 clusters
  Score: Raw -676357.034555 + Penalty 2912.402279 = -673444.632276
  nChanged 172
		SP:Iteration 8Q (135553.620000 sec): 3 clusters
  Score: Raw -676426.148045 + Penalty 2912.402279 = -673513.745766
  nChanged 133
		SP:Iteration 9Q (135553.810000 sec): 3 clusters
  Score: Raw -676483.824955 + Penalty 2912.402279 = -673571.422676
  nChanged 125
		SP:Iteration 10Q (135554.010000 sec): 3 clusters
  Score: Raw -676544.651436 + Penalty 2912.402279 = -673632.249157
  nChanged 121
		SP:Iteration 11Q (135554.210000 sec): 3 clusters
  Score: Raw -676617.466927 + Penalty 2912.402279 = -673705.064648
  nChanged 115
		SP:Iteration 12Q (135554.460000 sec): 3 clusters
  Score: Raw -676689.830679 + Penalty 2912.402279 = -673777.428400
  nChanged 109
		SP:Iteration 13Q (135554.650000 sec): 3 clusters
  Score: Raw -676745.524877 + Penalty 2912.402279 = -673833.122598
  nChanged 94
		SP:Iteration 14Q (135554.850000 sec): 3 clusters
  Score: Raw -676795.295375 + Penalty 2912.402279 = -673882.893096
  nChanged 86
		SP:Iteration 15Q (135555.050000 sec): 3 clusters
  Score: Raw -676839.049444 + Penalty 2912.402279 = -673926.647165
  nChanged 78
		SP:Iteration 16Q (135555.240000 sec): 3 clusters
  Score: Raw -676884.259713 + Penalty 2912.402279 = -673971.857434
  nChanged 86
		SP:Iteration 17Q (135555.440000 sec): 3 clusters
  Score: Raw -676928.646579 + Penalty 2912.402279 = -674016.244300
  nChanged 80
		SP:Iteration 18Q (135555.640000 sec): 3 clusters
  Score: Raw -676971.267192 + Penalty 2912.402279 = -674058.864913
  nChanged 73
		SP:Iteration 19Q (135555.840000 sec): 3 clusters
  Score: Raw -677006.118684 + Penalty 2912.402279 = -674093.716405
  nChanged 67
		SP:Iteration 20F (135556.040000 sec): 3 clusters
  Score: Raw -677044.031677 + Penalty 2912.402279 = -674131.629398
  nChanged 66
		SP:Iteration 21Q (135556.240000 sec): 3 clusters
  Score: Raw -677080.135900 + Penalty 2912.402279 = -674167.733621
  nChanged 58
		SP:Iteration 22Q (135556.440000 sec): 3 clusters
  Score: Raw -677110.527333 + Penalty 2912.402279 = -674198.125054
  nChanged 57
		SP:Iteration 23Q (135556.640000 sec): 3 clusters
  Score: Raw -677138.477801 + Penalty 2912.402279 = -674226.075522
  nChanged 52
		SP:Iteration 24Q (135556.840000 sec): 3 clusters
  Score: Raw -677165.016794 + Penalty 2912.402279 = -674252.614515
  nChanged 51
		SP:Iteration 25Q (135557.040000 sec): 3 clusters
  Score: Raw -677187.179580 + Penalty 2912.402279 = -674274.777301
  nChanged 40
		SP:Iteration 26Q (135557.240000 sec): 3 clusters
  Score: Raw -677210.920031 + Penalty 2912.402279 = -674298.517752
  nChanged 45
		SP:Iteration 27Q (135557.440000 sec): 3 clusters
  Score: Raw -677232.141458 + Penalty 2912.402279 = -674319.739179
  nChanged 49
		SP:Iteration 28Q (135557.640000 sec): 3 clusters
  Score: Raw -677251.830141 + Penalty 2912.402279 = -674339.427862
  nChanged 29
		SP:Iteration 29Q (135557.840000 sec): 3 clusters
  Score: Raw -677263.596732 + Penalty 2912.402279 = -674351.194453
  nChanged 26
		SP:Iteration 30Q (135558.040000 sec): 3 clusters
  Score: Raw -677272.693302 + Penalty 2912.402279 = -674360.291023
  nChanged 22
		SP:Iteration 31Q (135558.260000 sec): 3 clusters
  Score: Raw -677283.685810 + Penalty 2912.402279 = -674371.283531
  nChanged 18
		SP:Iteration 32Q (135558.450000 sec): 3 clusters
  Score: Raw -677289.977185 + Penalty 2912.402279 = -674377.574906
  nChanged 11
		SP:Iteration 33Q (135558.630000 sec): 3 clusters
  Score: Raw -677293.908466 + Penalty 2912.402279 = -674381.506187
  nChanged 8
		SP:Iteration 34Q (135558.820000 sec): 3 clusters
  Score: Raw -677295.690750 + Penalty 2912.402279 = -674383.288471
  nChanged 6
		SP:Iteration 35Q (135559.000000 sec): 3 clusters
  Score: Raw -677296.949438 + Penalty 2912.402279 = -674384.547159
  nChanged 5
		SP:Iteration 36Q (135559.180000 sec): 3 clusters
  Score: Raw -677298.082321 + Penalty 2912.402279 = -674385.680042
  nChanged 2
		SP:Iteration 37Q (135559.370000 sec): 3 clusters
  Score: Raw -677298.542856 + Penalty 2912.402279 = -674386.140577
  nChanged 3
		SP:Iteration 38Q (135559.560000 sec): 3 clusters
  Score: Raw -677299.142729 + Penalty 2912.402279 = -674386.740450
  nChanged 1
		SP:Iteration 39Q (135559.760000 sec): 3 clusters
  Score: Raw -677299.534031 + Penalty 2912.402279 = -674387.131752
  nChanged 0
		SP:Iteration 40F (135559.960000 sec): 3 clusters
  Score: Raw -677299.534031 + Penalty 2912.402279 = -674387.131752
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135560.060000 sec): 2 clusters
  Score: Raw -372489.025936 + Penalty 1365.034098 = -371123.991838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135560.150000 sec): 3 clusters
  Score: Raw -370261.966583 + Penalty 2730.068197 = -367531.898387
  nChanged 1782
		SP:Iteration 1F (135560.230000 sec): 3 clusters
  Score: Raw -371506.036554 + Penalty 2730.068197 = -368775.968357
  nChanged 420
		SP:Iteration 2F (135560.320000 sec): 3 clusters
  Score: Raw -371853.657818 + Penalty 2730.068197 = -369123.589621
  nChanged 323
		SP:Iteration 3F (135560.400000 sec): 3 clusters
  Score: Raw -372100.431319 + Penalty 2730.068197 = -369370.363122
  nChanged 260
		SP:Iteration 4F (135560.480000 sec): 3 clusters
  Score: Raw -372292.499836 + Penalty 2730.068197 = -369562.431639
  nChanged 208
		SP:Iteration 5Q (135560.560000 sec): 3 clusters
  Score: Raw -372444.842497 + Penalty 2730.068197 = -369714.774301
  nChanged 188
		SP:Iteration 6Q (135560.650000 sec): 3 clusters
  Score: Raw -372607.742958 + Penalty 2730.068197 = -369877.674761
  nChanged 191
		SP:Iteration 7Q (135560.730000 sec): 3 clusters
  Score: Raw -372771.604198 + Penalty 2730.068197 = -370041.536001
  nChanged 164
		SP:Iteration 8Q (135560.820000 sec): 3 clusters
  Score: Raw -372920.242374 + Penalty 2730.068197 = -370190.174178
  nChanged 159
		SP:Iteration 9Q (135560.900000 sec): 3 clusters
  Score: Raw -373041.504229 + Penalty 2730.068197 = -370311.436032
  nChanged 113
		SP:Iteration 10Q (135560.990000 sec): 3 clusters
  Score: Raw -373115.476680 + Penalty 2730.068197 = -370385.408484
  nChanged 108
		SP:Iteration 11Q (135561.080000 sec): 3 clusters
  Score: Raw -373178.940872 + Penalty 2730.068197 = -370448.872675
  nChanged 75
		SP:Iteration 12Q (135561.160000 sec): 3 clusters
  Score: Raw -373218.790304 + Penalty 2730.068197 = -370488.722108
  nChanged 64
		SP:Iteration 13Q (135561.240000 sec): 3 clusters
  Score: Raw -373248.204446 + Penalty 2730.068197 = -370518.136249
  nChanged 62
		SP:Iteration 14Q (135561.330000 sec): 3 clusters
  Score: Raw -373276.151700 + Penalty 2730.068197 = -370546.083504
  nChanged 51
		SP:Iteration 15Q (135561.420000 sec): 3 clusters
  Score: Raw -373297.062262 + Penalty 2730.068197 = -370566.994065
  nChanged 30
		SP:Iteration 16Q (135561.530000 sec): 3 clusters
  Score: Raw -373310.463117 + Penalty 2730.068197 = -370580.394920
  nChanged 34
		SP:Iteration 17Q (135561.610000 sec): 3 clusters
  Score: Raw -373321.285211 + Penalty 2730.068197 = -370591.217014
  nChanged 26
		SP:Iteration 18Q (135561.690000 sec): 3 clusters
  Score: Raw -373331.006517 + Penalty 2730.068197 = -370600.938320
  nChanged 25
		SP:Iteration 19Q (135561.780000 sec): 3 clusters
  Score: Raw -373342.616295 + Penalty 2730.068197 = -370612.548099
  nChanged 35
		SP:Iteration 20F (135561.860000 sec): 3 clusters
  Score: Raw -373361.179372 + Penalty 2730.068197 = -370631.111176
  nChanged 40
		SP:Iteration 21Q (135561.940000 sec): 3 clusters
  Score: Raw -373381.632500 + Penalty 2730.068197 = -370651.564303
  nChanged 36
		SP:Iteration 22Q (135562.030000 sec): 3 clusters
  Score: Raw -373400.452627 + Penalty 2730.068197 = -370670.384430
  nChanged 41
		SP:Iteration 23Q (135562.200000 sec): 3 clusters
  Score: Raw -373427.470909 + Penalty 2730.068197 = -370697.402712
  nChanged 43
		SP:Iteration 24Q (135562.380000 sec): 3 clusters
  Score: Raw -373458.372951 + Penalty 2730.068197 = -370728.304754
  nChanged 42
		SP:Iteration 25Q (135562.560000 sec): 3 clusters
  Score: Raw -373510.148339 + Penalty 2730.068197 = -370780.080143
  nChanged 57
		SP:Iteration 26Q (135562.730000 sec): 3 clusters
  Score: Raw -373583.614588 + Penalty 2730.068197 = -370853.546391
  nChanged 54
		SP:Iteration 27Q (135562.900000 sec): 3 clusters
  Score: Raw -373640.547620 + Penalty 2730.068197 = -370910.479424
  nChanged 42
		SP:Iteration 28Q (135563.080000 sec): 3 clusters
  Score: Raw -373664.970293 + Penalty 2730.068197 = -370934.902097
  nChanged 27
		SP:Iteration 29Q (135563.260000 sec): 3 clusters
  Score: Raw -373680.176725 + Penalty 2730.068197 = -370950.108528
  nChanged 19
		SP:Iteration 30Q (135563.430000 sec): 3 clusters
  Score: Raw -373686.634230 + Penalty 2730.068197 = -370956.566033
  nChanged 13
		SP:Iteration 31Q (135563.610000 sec): 3 clusters
  Score: Raw -373690.961882 + Penalty 2730.068197 = -370960.893685
  nChanged 11
		SP:Iteration 32Q (135563.790000 sec): 3 clusters
  Score: Raw -373696.137307 + Penalty 2730.068197 = -370966.069111
  nChanged 11
		SP:Iteration 33Q (135563.960000 sec): 3 clusters
  Score: Raw -373701.613912 + Penalty 2730.068197 = -370971.545715
  nChanged 8
		SP:Iteration 34Q (135564.140000 sec): 3 clusters
  Score: Raw -373704.585196 + Penalty 2730.068197 = -370974.517000
  nChanged 9
		SP:Iteration 35Q (135564.310000 sec): 3 clusters
  Score: Raw -373706.982345 + Penalty 2730.068197 = -370976.914149
  nChanged 9
		SP:Iteration 36Q (135564.490000 sec): 3 clusters
  Score: Raw -373709.956397 + Penalty 2730.068197 = -370979.888200
  nChanged 5
		SP:Iteration 37Q (135564.670000 sec): 3 clusters
  Score: Raw -373710.793709 + Penalty 2730.068197 = -370980.725512
  nChanged 1
		SP:Iteration 38Q (135564.840000 sec): 3 clusters
  Score: Raw -373711.179166 + Penalty 2730.068197 = -370981.110969
  nChanged 1
		SP:Iteration 39Q (135565.020000 sec): 3 clusters
  Score: Raw -373711.405048 + Penalty 2730.068197 = -370981.336852
  nChanged 0
		SP:Iteration 40F (135565.190000 sec): 3 clusters
  Score: Raw -373711.405048 + Penalty 2730.068197 = -370981.336852
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135565.250000 sec): 2 clusters
  Score: Raw -232256.917258 + Penalty 1271.667269 = -230985.249989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135565.400000 sec): 3 clusters
  Score: Raw -231110.290139 + Penalty 2543.334538 = -228566.955601
  nChanged 911
		SP:Iteration 1F (135565.580000 sec): 3 clusters
  Score: Raw -231692.793936 + Penalty 2543.334538 = -229149.459398
  nChanged 193
		SP:Iteration 2F (135565.750000 sec): 3 clusters
  Score: Raw -231826.407091 + Penalty 2543.334538 = -229283.072553
  nChanged 140
		SP:Iteration 3F (135565.930000 sec): 3 clusters
  Score: Raw -231933.839100 + Penalty 2543.334538 = -229390.504562
  nChanged 123
		SP:Iteration 4Q (135566.110000 sec): 3 clusters
  Score: Raw -232042.600329 + Penalty 2543.334538 = -229499.265791
  nChanged 128
		SP:Iteration 5F (135566.280000 sec): 3 clusters
  Score: Raw -232158.814438 + Penalty 2543.334538 = -229615.479900
  nChanged 119
		SP:Iteration 6Q (135566.460000 sec): 3 clusters
  Score: Raw -232246.511555 + Penalty 2543.334538 = -229703.177017
  nChanged 85
		SP:Iteration 7Q (135566.630000 sec): 3 clusters
  Score: Raw -232318.007918 + Penalty 2543.334538 = -229774.673380
  nChanged 76
		SP:Iteration 8Q (135566.810000 sec): 3 clusters
  Score: Raw -232372.658239 + Penalty 2543.334538 = -229829.323701
  nChanged 51
		SP:Iteration 9Q (135567.000000 sec): 3 clusters
  Score: Raw -232406.193746 + Penalty 2543.334538 = -229862.859208
  nChanged 38
		SP:Iteration 10Q (135567.050000 sec): 3 clusters
  Score: Raw -232436.294671 + Penalty 2543.334538 = -229892.960133
  nChanged 36
		SP:Iteration 11Q (135567.100000 sec): 3 clusters
  Score: Raw -232465.221350 + Penalty 2543.334538 = -229921.886812
  nChanged 41
		SP:Iteration 12Q (135567.220000 sec): 3 clusters
  Score: Raw -232501.432520 + Penalty 2543.334538 = -229958.097983
  nChanged 38
		SP:Iteration 13Q (135567.270000 sec): 3 clusters
  Score: Raw -232530.439035 + Penalty 2543.334538 = -229987.104497
  nChanged 37
		SP:Iteration 14Q (135567.310000 sec): 3 clusters
  Score: Raw -232558.481500 + Penalty 2543.334538 = -230015.146962
  nChanged 21
		SP:Iteration 15Q (135567.370000 sec): 3 clusters
  Score: Raw -232571.262102 + Penalty 2543.334538 = -230027.927564
  nChanged 24
		SP:Iteration 16Q (135567.420000 sec): 3 clusters
  Score: Raw -232582.866800 + Penalty 2543.334538 = -230039.532262
  nChanged 12
		SP:Iteration 17Q (135567.470000 sec): 3 clusters
  Score: Raw -232590.574339 + Penalty 2543.334538 = -230047.239801
  nChanged 15
		SP:Iteration 18Q (135567.520000 sec): 3 clusters
  Score: Raw -232598.754803 + Penalty 2543.334538 = -230055.420265
  nChanged 15
		SP:Iteration 19Q (135567.570000 sec): 3 clusters
  Score: Raw -232605.977839 + Penalty 2543.334538 = -230062.643301
  nChanged 13
		SP:Iteration 20F (135567.620000 sec): 3 clusters
  Score: Raw -232611.533390 + Penalty 2543.334538 = -230068.198852
  nChanged 9
		SP:Iteration 21Q (135567.670000 sec): 3 clusters
  Score: Raw -232616.836909 + Penalty 2543.334538 = -230073.502371
  nChanged 8
		SP:Iteration 22Q (135567.830000 sec): 3 clusters
  Score: Raw -232621.549867 + Penalty 2543.334538 = -230078.215329
  nChanged 9
		SP:Iteration 23Q (135568.010000 sec): 3 clusters
  Score: Raw -232625.260786 + Penalty 2543.334538 = -230081.926248
  nChanged 8
		SP:Iteration 24Q (135568.190000 sec): 3 clusters
  Score: Raw -232627.734335 + Penalty 2543.334538 = -230084.399797
  nChanged 0
		SP:Iteration 25F (135568.360000 sec): 3 clusters
  Score: Raw -232627.734335 + Penalty 2543.334538 = -230084.399797
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (6353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135568.480000 sec): 2 clusters
  Score: Raw -620399.255209 + Penalty 1422.960893 = -618976.294315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135568.700000 sec): 3 clusters
  Score: Raw -617001.031263 + Penalty 2845.921787 = -614155.109476
  nChanged 2625
		SP:Iteration 1F (135568.860000 sec): 3 clusters
  Score: Raw -618418.920837 + Penalty 2845.921787 = -615572.999050
  nChanged 459
		SP:Iteration 2F (135569.030000 sec): 3 clusters
  Score: Raw -618658.642036 + Penalty 2845.921787 = -615812.720249
  nChanged 376
		SP:Iteration 3F (135569.190000 sec): 3 clusters
  Score: Raw -618845.891329 + Penalty 2845.921787 = -615999.969543
  nChanged 299
		SP:Iteration 4Q (135569.400000 sec): 3 clusters
  Score: Raw -618998.064431 + Penalty 2845.921787 = -616152.142644
  nChanged 289
		SP:Iteration 5Q (135569.610000 sec): 3 clusters
  Score: Raw -619152.968583 + Penalty 2845.921787 = -616307.046796
  nChanged 287
		SP:Iteration 6Q (135569.770000 sec): 3 clusters
  Score: Raw -619312.397118 + Penalty 2845.921787 = -616466.475331
  nChanged 293
		SP:Iteration 7Q (135569.960000 sec): 3 clusters
  Score: Raw -619481.500793 + Penalty 2845.921787 = -616635.579006
  nChanged 286
		SP:Iteration 8Q (135570.150000 sec): 3 clusters
  Score: Raw -619662.095147 + Penalty 2845.921787 = -616816.173360
  nChanged 260
		SP:Iteration 9Q (135570.360000 sec): 3 clusters
  Score: Raw -619816.812324 + Penalty 2845.921787 = -616970.890537
  nChanged 214
		SP:Iteration 10Q (135570.510000 sec): 3 clusters
  Score: Raw -619953.248469 + Penalty 2845.921787 = -617107.326682
  nChanged 178
		SP:Iteration 11Q (135570.670000 sec): 3 clusters
  Score: Raw -620073.782412 + Penalty 2845.921787 = -617227.860625
  nChanged 151
		SP:Iteration 12Q (135570.840000 sec): 3 clusters
  Score: Raw -620173.350058 + Penalty 2845.921787 = -617327.428271
  nChanged 119
		SP:Iteration 13Q (135571.000000 sec): 3 clusters
  Score: Raw -620249.975667 + Penalty 2845.921787 = -617404.053880
  nChanged 106
		SP:Iteration 14Q (135571.170000 sec): 3 clusters
  Score: Raw -620326.284210 + Penalty 2845.921787 = -617480.362423
  nChanged 82
		SP:Iteration 15Q (135571.330000 sec): 3 clusters
  Score: Raw -620394.337722 + Penalty 2845.921787 = -617548.415935
  nChanged 69
		SP:Iteration 16Q (135571.500000 sec): 3 clusters
  Score: Raw -620449.699374 + Penalty 2845.921787 = -617603.777587
  nChanged 47
		SP:Iteration 17Q (135571.660000 sec): 3 clusters
  Score: Raw -620481.880601 + Penalty 2845.921787 = -617635.958814
  nChanged 32
		SP:Iteration 18Q (135571.830000 sec): 3 clusters
  Score: Raw -620503.686019 + Penalty 2845.921787 = -617657.764232
  nChanged 16
		SP:Iteration 19Q (135571.990000 sec): 3 clusters
  Score: Raw -620518.333860 + Penalty 2845.921787 = -617672.412073
  nChanged 18
		SP:Iteration 20F (135572.160000 sec): 3 clusters
  Score: Raw -620530.641251 + Penalty 2845.921787 = -617684.719464
  nChanged 7
		SP:Iteration 21Q (135572.320000 sec): 3 clusters
  Score: Raw -620533.916511 + Penalty 2845.921787 = -617687.994724
  nChanged 5
		SP:Iteration 22Q (135572.490000 sec): 3 clusters
  Score: Raw -620540.116051 + Penalty 2845.921787 = -617694.194264
  nChanged 6
		SP:Iteration 23Q (135572.650000 sec): 3 clusters
  Score: Raw -620543.803574 + Penalty 2845.921787 = -617697.881787
  nChanged 2
		SP:Iteration 24Q (135572.820000 sec): 3 clusters
  Score: Raw -620544.888871 + Penalty 2845.921787 = -617698.967084
  nChanged 4
		SP:Iteration 25Q (135572.970000 sec): 3 clusters
  Score: Raw -620547.105193 + Penalty 2845.921787 = -617701.183407
  nChanged 4
		SP:Iteration 26Q (135573.060000 sec): 3 clusters
  Score: Raw -620549.817640 + Penalty 2845.921787 = -617703.895853
  nChanged 5
		SP:Iteration 27Q (135573.160000 sec): 3 clusters
  Score: Raw -620553.474067 + Penalty 2845.921787 = -617707.552280
  nChanged 5
		SP:Iteration 28Q (135573.260000 sec): 3 clusters
  Score: Raw -620556.996145 + Penalty 2845.921787 = -617711.074358
  nChanged 4
		SP:Iteration 29Q (135573.370000 sec): 3 clusters
  Score: Raw -620559.851031 + Penalty 2845.921787 = -617713.929244
  nChanged 5
		SP:Iteration 30Q (135573.460000 sec): 3 clusters
  Score: Raw -620563.092394 + Penalty 2845.921787 = -617717.170607
  nChanged 6
		SP:Iteration 31Q (135573.650000 sec): 3 clusters
  Score: Raw -620568.413642 + Penalty 2845.921787 = -617722.491855
  nChanged 4
		SP:Iteration 32Q (135573.870000 sec): 3 clusters
  Score: Raw -620573.690155 + Penalty 2845.921787 = -617727.768368
  nChanged 6
		SP:Iteration 33Q (135574.030000 sec): 3 clusters
  Score: Raw -620578.673731 + Penalty 2845.921787 = -617732.751944
  nChanged 4
		SP:Iteration 34Q (135574.100000 sec): 3 clusters
  Score: Raw -620582.105057 + Penalty 2845.921787 = -617736.183270
  nChanged 6
		SP:Iteration 35Q (135574.210000 sec): 3 clusters
  Score: Raw -620585.284182 + Penalty 2845.921787 = -617739.362396
  nChanged 4
		SP:Iteration 36Q (135574.320000 sec): 3 clusters
  Score: Raw -620587.968203 + Penalty 2845.921787 = -617742.046416
  nChanged 3
		SP:Iteration 37Q (135574.470000 sec): 3 clusters
  Score: Raw -620590.221453 + Penalty 2845.921787 = -617744.299666
  nChanged 4
		SP:Iteration 38Q (135574.570000 sec): 3 clusters
  Score: Raw -620592.832215 + Penalty 2845.921787 = -617746.910428
  nChanged 4
		SP:Iteration 39Q (135574.760000 sec): 3 clusters
  Score: Raw -620594.999877 + Penalty 2845.921787 = -617749.078090
  nChanged 3
		SP:Iteration 40F (135574.920000 sec): 3 clusters
  Score: Raw -620597.108032 + Penalty 2845.921787 = -617751.186245
  nChanged 1
		SP:Iteration 41Q (135575.090000 sec): 3 clusters
  Score: Raw -620597.899177 + Penalty 2845.921787 = -617751.977390
  nChanged 0
		SP:Iteration 42F (135575.190000 sec): 3 clusters
  Score: Raw -620597.899177 + Penalty 2845.921787 = -617751.977390
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135575.240000 sec): 2 clusters
  Score: Raw -59085.440066 + Penalty 1113.489417 = -57971.950649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135575.270000 sec): 3 clusters
  Score: Raw -58886.388083 + Penalty 2226.978835 = -56659.409248
  nChanged 297
		SP:Iteration 1F (135575.290000 sec): 3 clusters
  Score: Raw -59292.000024 + Penalty 2226.978835 = -57065.021189
  nChanged 100
		SP:Iteration 2F (135575.310000 sec): 3 clusters
  Score: Raw -59451.169237 + Penalty 2226.978835 = -57224.190402
  nChanged 55
		SP:Iteration 3F (135575.340000 sec): 3 clusters
  Score: Raw -59525.243736 + Penalty 2226.978835 = -57298.264902
  nChanged 27
		SP:Iteration 4Q (135575.360000 sec): 3 clusters
  Score: Raw -59555.121077 + Penalty 2226.978835 = -57328.142242
  nChanged 16
		SP:Iteration 5Q (135575.390000 sec): 3 clusters
  Score: Raw -59583.919937 + Penalty 2226.978835 = -57356.941102
  nChanged 8
		SP:Iteration 6Q (135575.410000 sec): 3 clusters
  Score: Raw -59602.907777 + Penalty 2226.978835 = -57375.928942
  nChanged 11
		SP:Iteration 7Q (135575.430000 sec): 3 clusters
  Score: Raw -59615.405894 + Penalty 2226.978835 = -57388.427059
  nChanged 4
		SP:Iteration 8Q (135575.460000 sec): 3 clusters
  Score: Raw -59620.991458 + Penalty 2226.978835 = -57394.012623
  nChanged 2
		SP:Iteration 9Q (135575.480000 sec): 3 clusters
  Score: Raw -59623.349015 + Penalty 2226.978835 = -57396.370180
  nChanged 3
		SP:Iteration 10Q (135575.510000 sec): 3 clusters
  Score: Raw -59625.440583 + Penalty 2226.978835 = -57398.461748
  nChanged 1
		SP:Iteration 11Q (135575.530000 sec): 3 clusters
  Score: Raw -59626.267747 + Penalty 2226.978835 = -57399.288912
  nChanged 0
		SP:Iteration 12F (135575.560000 sec): 3 clusters
  Score: Raw -59626.267747 + Penalty 2226.978835 = -57399.288912
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (4898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135575.640000 sec): 2 clusters
  Score: Raw -350571.068181 + Penalty 1380.694614 = -349190.373567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135575.730000 sec): 3 clusters
  Score: Raw -348047.112942 + Penalty 2761.389227 = -345285.723715
  nChanged 1995
		SP:Iteration 1F (135575.830000 sec): 3 clusters
  Score: Raw -349276.640302 + Penalty 2761.389227 = -346515.251075
  nChanged 463
		SP:Iteration 2F (135575.920000 sec): 3 clusters
  Score: Raw -349654.432003 + Penalty 2761.389227 = -346893.042776
  nChanged 396
		SP:Iteration 3F (135576.010000 sec): 3 clusters
  Score: Raw -350040.662009 + Penalty 2761.389227 = -347279.272782
  nChanged 359
		SP:Iteration 4F (135576.110000 sec): 3 clusters
  Score: Raw -350404.887340 + Penalty 2761.389227 = -347643.498113
  nChanged 324
		SP:Iteration 5F (135576.200000 sec): 3 clusters
  Score: Raw -350735.661605 + Penalty 2761.389227 = -347974.272378
  nChanged 284
		SP:Iteration 6F (135576.290000 sec): 3 clusters
  Score: Raw -350982.487829 + Penalty 2761.389227 = -348221.098602
  nChanged 210
		SP:Iteration 7Q (135576.380000 sec): 3 clusters
  Score: Raw -351123.230314 + Penalty 2761.389227 = -348361.841087
  nChanged 166
		SP:Iteration 8Q (135576.470000 sec): 3 clusters
  Score: Raw -351210.180262 + Penalty 2761.389227 = -348448.791035
  nChanged 111
		SP:Iteration 9Q (135576.570000 sec): 3 clusters
  Score: Raw -351271.158471 + Penalty 2761.389227 = -348509.769244
  nChanged 91
		SP:Iteration 10Q (135576.660000 sec): 3 clusters
  Score: Raw -351313.333842 + Penalty 2761.389227 = -348551.944615
  nChanged 67
		SP:Iteration 11Q (135576.750000 sec): 3 clusters
  Score: Raw -351339.971696 + Penalty 2761.389227 = -348578.582469
  nChanged 43
		SP:Iteration 12Q (135576.840000 sec): 3 clusters
  Score: Raw -351355.074838 + Penalty 2761.389227 = -348593.685611
  nChanged 26
		SP:Iteration 13Q (135576.930000 sec): 3 clusters
  Score: Raw -351362.744559 + Penalty 2761.389227 = -348601.355332
  nChanged 18
		SP:Iteration 14Q (135577.020000 sec): 3 clusters
  Score: Raw -351367.221763 + Penalty 2761.389227 = -348605.832536
  nChanged 14
		SP:Iteration 15Q (135577.110000 sec): 3 clusters
  Score: Raw -351369.996932 + Penalty 2761.389227 = -348608.607705
  nChanged 10
		SP:Iteration 16Q (135577.210000 sec): 3 clusters
  Score: Raw -351373.255290 + Penalty 2761.389227 = -348611.866063
  nChanged 8
		SP:Iteration 17Q (135577.300000 sec): 3 clusters
  Score: Raw -351375.706356 + Penalty 2761.389227 = -348614.317129
  nChanged 10
		SP:Iteration 18Q (135577.390000 sec): 3 clusters
  Score: Raw -351377.612911 + Penalty 2761.389227 = -348616.223684
  nChanged 8
		SP:Iteration 19Q (135577.480000 sec): 3 clusters
  Score: Raw -351379.418816 + Penalty 2761.389227 = -348618.029589
  nChanged 11
		SP:Iteration 20F (135577.570000 sec): 3 clusters
  Score: Raw -351381.817865 + Penalty 2761.389227 = -348620.428638
  nChanged 5
		SP:Iteration 21Q (135577.670000 sec): 3 clusters
  Score: Raw -351382.641899 + Penalty 2761.389227 = -348621.252671
  nChanged 4
		SP:Iteration 22Q (135577.760000 sec): 3 clusters
  Score: Raw -351383.404134 + Penalty 2761.389227 = -348622.014907
  nChanged 6
		SP:Iteration 23Q (135577.880000 sec): 3 clusters
  Score: Raw -351384.525435 + Penalty 2761.389227 = -348623.136208
  nChanged 7
		SP:Iteration 24Q (135578.030000 sec): 3 clusters
  Score: Raw -351385.968078 + Penalty 2761.389227 = -348624.578851
  nChanged 2
		SP:Iteration 25Q (135578.210000 sec): 3 clusters
  Score: Raw -351386.834069 + Penalty 2761.389227 = -348625.444842
  nChanged 4
		SP:Iteration 26Q (135578.380000 sec): 3 clusters
  Score: Raw -351387.570283 + Penalty 2761.389227 = -348626.181056
  nChanged 1
		SP:Iteration 27Q (135578.560000 sec): 3 clusters
  Score: Raw -351387.919589 + Penalty 2761.389227 = -348626.530362
  nChanged 2
		SP:Iteration 28Q (135578.730000 sec): 3 clusters
  Score: Raw -351388.314210 + Penalty 2761.389227 = -348626.924983
  nChanged 1
		SP:Iteration 29Q (135578.890000 sec): 3 clusters
  Score: Raw -351388.575774 + Penalty 2761.389227 = -348627.186547
  nChanged 0
		SP:Iteration 30F (135578.980000 sec): 3 clusters
  Score: Raw -351388.575774 + Penalty 2761.389227 = -348627.186547
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (2949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135579.050000 sec): 2 clusters
  Score: Raw -249878.946329 + Penalty 1298.248479 = -248580.697850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135579.100000 sec): 3 clusters
  Score: Raw -248451.375863 + Penalty 2596.496958 = -245854.878905
  nChanged 1117
		SP:Iteration 1F (135579.160000 sec): 3 clusters
  Score: Raw -249155.591884 + Penalty 2596.496958 = -246559.094926
  nChanged 227
		SP:Iteration 2F (135579.210000 sec): 3 clusters
  Score: Raw -249337.016250 + Penalty 2596.496958 = -246740.519292
  nChanged 187
		SP:Iteration 3F (135579.260000 sec): 3 clusters
  Score: Raw -249512.147011 + Penalty 2596.496958 = -246915.650053
  nChanged 160
		SP:Iteration 4F (135579.320000 sec): 3 clusters
  Score: Raw -249653.142020 + Penalty 2596.496958 = -247056.645063
  nChanged 131
		SP:Iteration 5Q (135579.380000 sec): 3 clusters
  Score: Raw -249784.901403 + Penalty 2596.496958 = -247188.404445
  nChanged 142
		SP:Iteration 6Q (135579.430000 sec): 3 clusters
  Score: Raw -249933.617273 + Penalty 2596.496958 = -247337.120315
  nChanged 121
		SP:Iteration 7Q (135579.480000 sec): 3 clusters
  Score: Raw -250068.805416 + Penalty 2596.496958 = -247472.308459
  nChanged 101
		SP:Iteration 8Q (135579.540000 sec): 3 clusters
  Score: Raw -250165.287326 + Penalty 2596.496958 = -247568.790368
  nChanged 89
		SP:Iteration 9Q (135579.590000 sec): 3 clusters
  Score: Raw -250234.990017 + Penalty 2596.496958 = -247638.493060
  nChanged 61
		SP:Iteration 10Q (135579.640000 sec): 3 clusters
  Score: Raw -250267.975183 + Penalty 2596.496958 = -247671.478226
  nChanged 45
		SP:Iteration 11Q (135579.690000 sec): 3 clusters
  Score: Raw -250300.069743 + Penalty 2596.496958 = -247703.572785
  nChanged 43
		SP:Iteration 12Q (135579.750000 sec): 3 clusters
  Score: Raw -250327.885290 + Penalty 2596.496958 = -247731.388332
  nChanged 44
		SP:Iteration 13Q (135579.800000 sec): 3 clusters
  Score: Raw -250354.912812 + Penalty 2596.496958 = -247758.415854
  nChanged 38
		SP:Iteration 14Q (135579.850000 sec): 3 clusters
  Score: Raw -250377.972350 + Penalty 2596.496958 = -247781.475392
  nChanged 35
		SP:Iteration 15Q (135579.900000 sec): 3 clusters
  Score: Raw -250397.904514 + Penalty 2596.496958 = -247801.407557
  nChanged 27
		SP:Iteration 16Q (135579.950000 sec): 3 clusters
  Score: Raw -250414.415763 + Penalty 2596.496958 = -247817.918805
  nChanged 28
		SP:Iteration 17Q (135580.010000 sec): 3 clusters
  Score: Raw -250432.884453 + Penalty 2596.496958 = -247836.387495
  nChanged 27
		SP:Iteration 18Q (135580.060000 sec): 3 clusters
  Score: Raw -250451.056855 + Penalty 2596.496958 = -247854.559897
  nChanged 27
		SP:Iteration 19Q (135580.110000 sec): 3 clusters
  Score: Raw -250475.161658 + Penalty 2596.496958 = -247878.664700
  nChanged 36
		SP:Iteration 20F (135580.160000 sec): 3 clusters
  Score: Raw -250500.440216 + Penalty 2596.496958 = -247903.943258
  nChanged 28
		SP:Iteration 21Q (135580.210000 sec): 3 clusters
  Score: Raw -250518.697677 + Penalty 2596.496958 = -247922.200719
  nChanged 29
		SP:Iteration 22Q (135580.260000 sec): 3 clusters
  Score: Raw -250533.586981 + Penalty 2596.496958 = -247937.090023
  nChanged 20
		SP:Iteration 23Q (135580.310000 sec): 3 clusters
  Score: Raw -250546.926178 + Penalty 2596.496958 = -247950.429220
  nChanged 19
		SP:Iteration 24Q (135580.360000 sec): 3 clusters
  Score: Raw -250558.032547 + Penalty 2596.496958 = -247961.535589
  nChanged 17
		SP:Iteration 25Q (135580.410000 sec): 3 clusters
  Score: Raw -250567.370309 + Penalty 2596.496958 = -247970.873351
  nChanged 19
		SP:Iteration 26Q (135580.470000 sec): 3 clusters
  Score: Raw -250578.137591 + Penalty 2596.496958 = -247981.640633
  nChanged 18
		SP:Iteration 27Q (135580.520000 sec): 3 clusters
  Score: Raw -250586.617960 + Penalty 2596.496958 = -247990.121002
  nChanged 13
		SP:Iteration 28Q (135580.570000 sec): 3 clusters
  Score: Raw -250592.760723 + Penalty 2596.496958 = -247996.263765
  nChanged 9
		SP:Iteration 29Q (135580.620000 sec): 3 clusters
  Score: Raw -250597.012038 + Penalty 2596.496958 = -248000.515080
  nChanged 11
		SP:Iteration 30Q (135580.670000 sec): 3 clusters
  Score: Raw -250602.567128 + Penalty 2596.496958 = -248006.070170
  nChanged 6
		SP:Iteration 31Q (135580.720000 sec): 3 clusters
  Score: Raw -250604.848644 + Penalty 2596.496958 = -248008.351686
  nChanged 1
		SP:Iteration 32Q (135580.770000 sec): 3 clusters
  Score: Raw -250605.392907 + Penalty 2596.496958 = -248008.895950
  nChanged 2
		SP:Iteration 33Q (135580.820000 sec): 3 clusters
  Score: Raw -250605.787883 + Penalty 2596.496958 = -248009.290925
  nChanged 0
		SP:Iteration 34F (135580.870000 sec): 3 clusters
  Score: Raw -250605.787883 + Penalty 2596.496958 = -248009.290925
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135581.130000 sec): 2 clusters
  Score: Raw -2596788.260741 + Penalty 1664.364470 = -2595123.896271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135581.480000 sec): 3 clusters
  Score: Raw -2579654.031536 + Penalty 3328.728941 = -2576325.302596
  nChanged 12896
		SP:Iteration 1F (135581.860000 sec): 3 clusters
  Score: Raw -2587380.198784 + Penalty 3328.728941 = -2584051.469843
  nChanged 1630
		SP:Iteration 2F (135582.250000 sec): 3 clusters
  Score: Raw -2588166.816475 + Penalty 3328.728941 = -2584838.087534
  nChanged 1597
		SP:Iteration 3F (135582.720000 sec): 3 clusters
  Score: Raw -2588947.766363 + Penalty 3328.728941 = -2585619.037422
  nChanged 1537
		SP:Iteration 4F (135583.080000 sec): 3 clusters
  Score: Raw -2589684.675370 + Penalty 3328.728941 = -2586355.946429
  nChanged 1406
		SP:Iteration 5F (135583.480000 sec): 3 clusters
  Score: Raw -2590396.500007 + Penalty 3328.728941 = -2587067.771066
  nChanged 1322
		SP:Iteration 6Q (135583.910000 sec): 3 clusters
  Score: Raw -2591093.273492 + Penalty 3328.728941 = -2587764.544551
  nChanged 1262
		SP:Iteration 7Q (135584.300000 sec): 3 clusters
  Score: Raw -2591785.362029 + Penalty 3328.728941 = -2588456.633088
  nChanged 1194
		SP:Iteration 8Q (135584.680000 sec): 3 clusters
  Score: Raw -2592453.445791 + Penalty 3328.728941 = -2589124.716850
  nChanged 1114
		SP:Iteration 9Q (135585.100000 sec): 3 clusters
  Score: Raw -2593027.509761 + Penalty 3328.728941 = -2589698.780820
  nChanged 1002
		SP:Iteration 10Q (135585.490000 sec): 3 clusters
  Score: Raw -2593528.668851 + Penalty 3328.728941 = -2590199.939910
  nChanged 993
		SP:Iteration 11Q (135585.920000 sec): 3 clusters
  Score: Raw -2594097.648892 + Penalty 3328.728941 = -2590768.919951
  nChanged 972
		SP:Iteration 12Q (135586.340000 sec): 3 clusters
  Score: Raw -2594647.090907 + Penalty 3328.728941 = -2591318.361966
  nChanged 884
		SP:Iteration 13Q (135586.770000 sec): 3 clusters
  Score: Raw -2595138.843904 + Penalty 3328.728941 = -2591810.114963
  nChanged 798
		SP:Iteration 14Q (135587.200000 sec): 3 clusters
  Score: Raw -2595552.762442 + Penalty 3328.728941 = -2592224.033501
  nChanged 708
		SP:Iteration 15Q (135587.620000 sec): 3 clusters
  Score: Raw -2595910.120611 + Penalty 3328.728941 = -2592581.391670
  nChanged 610
		SP:Iteration 16Q (135587.960000 sec): 3 clusters
  Score: Raw -2596213.608828 + Penalty 3328.728941 = -2592884.879887
  nChanged 526
		SP:Iteration 17Q (135588.340000 sec): 3 clusters
  Score: Raw -2596474.989673 + Penalty 3328.728941 = -2593146.260732
  nChanged 448
		SP:Iteration 18Q (135588.700000 sec): 3 clusters
  Score: Raw -2596682.709385 + Penalty 3328.728941 = -2593353.980444
  nChanged 342
		SP:Iteration 19Q (135589.040000 sec): 3 clusters
  Score: Raw -2596825.178473 + Penalty 3328.728941 = -2593496.449532
  nChanged 270
		SP:Iteration 20F (135589.430000 sec): 3 clusters
  Score: Raw -2596937.868548 + Penalty 3328.728941 = -2593609.139607
  nChanged 244
		SP:Iteration 21Q (135589.780000 sec): 3 clusters
  Score: Raw -2597035.585532 + Penalty 3328.728941 = -2593706.856591
  nChanged 187
		SP:Iteration 22Q (135590.130000 sec): 3 clusters
  Score: Raw -2597106.967546 + Penalty 3328.728941 = -2593778.238605
  nChanged 168
		SP:Iteration 23Q (135590.480000 sec): 3 clusters
  Score: Raw -2597172.181102 + Penalty 3328.728941 = -2593843.452161
  nChanged 136
		SP:Iteration 24Q (135590.820000 sec): 3 clusters
  Score: Raw -2597216.506827 + Penalty 3328.728941 = -2593887.777886
  nChanged 101
		SP:Iteration 25Q (135591.170000 sec): 3 clusters
  Score: Raw -2597253.208775 + Penalty 3328.728941 = -2593924.479834
  nChanged 100
		SP:Iteration 26Q (135591.520000 sec): 3 clusters
  Score: Raw -2597285.019326 + Penalty 3328.728941 = -2593956.290385
  nChanged 76
		SP:Iteration 27Q (135591.900000 sec): 3 clusters
  Score: Raw -2597309.348066 + Penalty 3328.728941 = -2593980.619125
  nChanged 71
		SP:Iteration 28Q (135592.260000 sec): 3 clusters
  Score: Raw -2597332.060813 + Penalty 3328.728941 = -2594003.331872
  nChanged 60
		SP:Iteration 29Q (135592.640000 sec): 3 clusters
  Score: Raw -2597354.686542 + Penalty 3328.728941 = -2594025.957601
  nChanged 51
		SP:Iteration 30Q (135593.000000 sec): 3 clusters
  Score: Raw -2597371.592623 + Penalty 3328.728941 = -2594042.863683
  nChanged 37
		SP:Iteration 31Q (135593.370000 sec): 3 clusters
  Score: Raw -2597383.261058 + Penalty 3328.728941 = -2594054.532117
  nChanged 26
		SP:Iteration 32Q (135593.730000 sec): 3 clusters
  Score: Raw -2597389.954110 + Penalty 3328.728941 = -2594061.225169
  nChanged 26
		SP:Iteration 33Q (135594.080000 sec): 3 clusters
  Score: Raw -2597398.401414 + Penalty 3328.728941 = -2594069.672473
  nChanged 28
		SP:Iteration 34Q (135594.420000 sec): 3 clusters
  Score: Raw -2597408.775487 + Penalty 3328.728941 = -2594080.046546
  nChanged 36
		SP:Iteration 35Q (135594.770000 sec): 3 clusters
  Score: Raw -2597420.075532 + Penalty 3328.728941 = -2594091.346591
  nChanged 26
		SP:Iteration 36Q (135595.120000 sec): 3 clusters
  Score: Raw -2597433.240495 + Penalty 3328.728941 = -2594104.511554
  nChanged 32
		SP:Iteration 37Q (135595.460000 sec): 3 clusters
  Score: Raw -2597455.566003 + Penalty 3328.728941 = -2594126.837062
  nChanged 48
		SP:Iteration 38Q (135595.810000 sec): 3 clusters
  Score: Raw -2597487.820379 + Penalty 3328.728941 = -2594159.091438
  nChanged 54
		SP:Iteration 39Q (135596.150000 sec): 3 clusters
  Score: Raw -2597516.923451 + Penalty 3328.728941 = -2594188.194510
  nChanged 50
		SP:Iteration 40F (135596.550000 sec): 3 clusters
  Score: Raw -2597543.412826 + Penalty 3328.728941 = -2594214.683885
  nChanged 60
		SP:Iteration 41Q (135596.940000 sec): 3 clusters
  Score: Raw -2597576.238085 + Penalty 3328.728941 = -2594247.509145
  nChanged 49
		SP:Iteration 42Q (135597.290000 sec): 3 clusters
  Score: Raw -2597597.501942 + Penalty 3328.728941 = -2594268.773001
  nChanged 37
		SP:Iteration 43Q (135597.630000 sec): 3 clusters
  Score: Raw -2597612.116176 + Penalty 3328.728941 = -2594283.387235
  nChanged 24
		SP:Iteration 44Q (135597.970000 sec): 3 clusters
  Score: Raw -2597619.457990 + Penalty 3328.728941 = -2594290.729049
  nChanged 20
		SP:Iteration 45Q (135598.320000 sec): 3 clusters
  Score: Raw -2597626.264889 + Penalty 3328.728941 = -2594297.535948
  nChanged 17
		SP:Iteration 46Q (135598.670000 sec): 3 clusters
  Score: Raw -2597629.980708 + Penalty 3328.728941 = -2594301.251767
  nChanged 16
		SP:Iteration 47Q (135599.010000 sec): 3 clusters
  Score: Raw -2597633.954222 + Penalty 3328.728941 = -2594305.225281
  nChanged 9
		SP:Iteration 48Q (135599.360000 sec): 3 clusters
  Score: Raw -2597636.241409 + Penalty 3328.728941 = -2594307.512468
  nChanged 7
		SP:Iteration 49Q (135599.710000 sec): 3 clusters
  Score: Raw -2597637.778283 + Penalty 3328.728941 = -2594309.049342
  nChanged 5
		SP:Iteration 50Q (135600.050000 sec): 3 clusters
  Score: Raw -2597638.965231 + Penalty 3328.728941 = -2594310.236290
  nChanged 2
		SP:Iteration 51Q (135600.400000 sec): 3 clusters
  Score: Raw -2597639.439009 + Penalty 3328.728941 = -2594310.710068
  nChanged 1
		SP:Iteration 52Q (135600.740000 sec): 3 clusters
  Score: Raw -2597639.769024 + Penalty 3328.728941 = -2594311.040083
  nChanged 2
		SP:Iteration 53Q (135601.090000 sec): 3 clusters
  Score: Raw -2597640.105756 + Penalty 3328.728941 = -2594311.376815
  nChanged 0
		SP:Iteration 54F (135601.480000 sec): 3 clusters
  Score: Raw -2597640.105756 + Penalty 3328.728941 = -2594311.376815
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (3772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135601.570000 sec): 2 clusters
  Score: Raw -275896.260026 + Penalty 1338.246105 = -274558.013921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135601.730000 sec): 3 clusters
  Score: Raw -274118.434045 + Penalty 2676.492209 = -271441.941836
  nChanged 1493
		SP:Iteration 1F (135601.890000 sec): 3 clusters
  Score: Raw -275234.477009 + Penalty 2676.492209 = -272557.984800
  nChanged 381
		SP:Iteration 2F (135602.070000 sec): 3 clusters
  Score: Raw -275588.442585 + Penalty 2676.492209 = -272911.950375
  nChanged 268
		SP:Iteration 3F (135602.250000 sec): 3 clusters
  Score: Raw -275814.852903 + Penalty 2676.492209 = -273138.360694
  nChanged 224
		SP:Iteration 4F (135602.420000 sec): 3 clusters
  Score: Raw -275988.777568 + Penalty 2676.492209 = -273312.285359
  nChanged 156
		SP:Iteration 5Q (135602.600000 sec): 3 clusters
  Score: Raw -276084.920895 + Penalty 2676.492209 = -273408.428686
  nChanged 108
		SP:Iteration 6Q (135602.770000 sec): 3 clusters
  Score: Raw -276152.219689 + Penalty 2676.492209 = -273475.727480
  nChanged 69
		SP:Iteration 7Q (135602.950000 sec): 3 clusters
  Score: Raw -276195.429257 + Penalty 2676.492209 = -273518.937048
  nChanged 58
		SP:Iteration 8Q (135603.130000 sec): 3 clusters
  Score: Raw -276222.262697 + Penalty 2676.492209 = -273545.770488
  nChanged 41
		SP:Iteration 9Q (135603.300000 sec): 3 clusters
  Score: Raw -276240.667557 + Penalty 2676.492209 = -273564.175348
  nChanged 34
		SP:Iteration 10Q (135603.470000 sec): 3 clusters
  Score: Raw -276256.811031 + Penalty 2676.492209 = -273580.318822
  nChanged 31
		SP:Iteration 11Q (135603.650000 sec): 3 clusters
  Score: Raw -276270.023743 + Penalty 2676.492209 = -273593.531534
  nChanged 33
		SP:Iteration 12Q (135603.830000 sec): 3 clusters
  Score: Raw -276285.032890 + Penalty 2676.492209 = -273608.540681
  nChanged 23
		SP:Iteration 13Q (135604.000000 sec): 3 clusters
  Score: Raw -276294.783335 + Penalty 2676.492209 = -273618.291126
  nChanged 20
		SP:Iteration 14Q (135604.180000 sec): 3 clusters
  Score: Raw -276301.181599 + Penalty 2676.492209 = -273624.689390
  nChanged 14
		SP:Iteration 15Q (135604.350000 sec): 3 clusters
  Score: Raw -276305.351662 + Penalty 2676.492209 = -273628.859452
  nChanged 9
		SP:Iteration 16Q (135604.530000 sec): 3 clusters
  Score: Raw -276309.629764 + Penalty 2676.492209 = -273633.137554
  nChanged 9
		SP:Iteration 17Q (135604.710000 sec): 3 clusters
  Score: Raw -276313.018029 + Penalty 2676.492209 = -273636.525820
  nChanged 10
		SP:Iteration 18Q (135604.880000 sec): 3 clusters
  Score: Raw -276316.117508 + Penalty 2676.492209 = -273639.625299
  nChanged 7
		SP:Iteration 19Q (135605.060000 sec): 3 clusters
  Score: Raw -276318.174011 + Penalty 2676.492209 = -273641.681802
  nChanged 6
		SP:Iteration 20F (135605.230000 sec): 3 clusters
  Score: Raw -276320.956731 + Penalty 2676.492209 = -273644.464522
  nChanged 8
		SP:Iteration 21Q (135605.390000 sec): 3 clusters
  Score: Raw -276323.444966 + Penalty 2676.492209 = -273646.952757
  nChanged 7
		SP:Iteration 22Q (135605.560000 sec): 3 clusters
  Score: Raw -276325.566417 + Penalty 2676.492209 = -273649.074208
  nChanged 7
		SP:Iteration 23Q (135605.720000 sec): 3 clusters
  Score: Raw -276327.741150 + Penalty 2676.492209 = -273651.248941
  nChanged 6
		SP:Iteration 24Q (135605.890000 sec): 3 clusters
  Score: Raw -276329.122634 + Penalty 2676.492209 = -273652.630425
  nChanged 4
		SP:Iteration 25Q (135606.050000 sec): 3 clusters
  Score: Raw -276330.020417 + Penalty 2676.492209 = -273653.528208
  nChanged 3
		SP:Iteration 26Q (135606.210000 sec): 3 clusters
  Score: Raw -276330.695947 + Penalty 2676.492209 = -273654.203738
  nChanged 2
		SP:Iteration 27Q (135606.370000 sec): 3 clusters
  Score: Raw -276332.082005 + Penalty 2676.492209 = -273655.589796
  nChanged 5
		SP:Iteration 28Q (135606.540000 sec): 3 clusters
  Score: Raw -276333.523481 + Penalty 2676.492209 = -273657.031272
  nChanged 3
		SP:Iteration 29Q (135606.700000 sec): 3 clusters
  Score: Raw -276333.920140 + Penalty 2676.492209 = -273657.427931
  nChanged 4
		SP:Iteration 30Q (135606.860000 sec): 3 clusters
  Score: Raw -276334.986224 + Penalty 2676.492209 = -273658.494015
  nChanged 6
		SP:Iteration 31Q (135607.030000 sec): 3 clusters
  Score: Raw -276336.761809 + Penalty 2676.492209 = -273660.269600
  nChanged 7
		SP:Iteration 32Q (135607.190000 sec): 3 clusters
  Score: Raw -276338.527320 + Penalty 2676.492209 = -273662.035111
  nChanged 6
		SP:Iteration 33Q (135607.350000 sec): 3 clusters
  Score: Raw -276339.796107 + Penalty 2676.492209 = -273663.303898
  nChanged 3
		SP:Iteration 34Q (135607.520000 sec): 3 clusters
  Score: Raw -276340.724345 + Penalty 2676.492209 = -273664.232135
  nChanged 4
		SP:Iteration 35Q (135607.680000 sec): 3 clusters
  Score: Raw -276341.813508 + Penalty 2676.492209 = -273665.321299
  nChanged 5
		SP:Iteration 36Q (135607.840000 sec): 3 clusters
  Score: Raw -276343.565556 + Penalty 2676.492209 = -273667.073347
  nChanged 6
		SP:Iteration 37Q (135608.000000 sec): 3 clusters
  Score: Raw -276344.972454 + Penalty 2676.492209 = -273668.480245
  nChanged 3
		SP:Iteration 38Q (135608.160000 sec): 3 clusters
  Score: Raw -276345.622693 + Penalty 2676.492209 = -273669.130484
  nChanged 5
		SP:Iteration 39Q (135608.320000 sec): 3 clusters
  Score: Raw -276347.568672 + Penalty 2676.492209 = -273671.076463
  nChanged 5
		SP:Iteration 40F (135608.480000 sec): 3 clusters
  Score: Raw -276349.060491 + Penalty 2676.492209 = -273672.568282
  nChanged 8
		SP:Iteration 41Q (135608.640000 sec): 3 clusters
  Score: Raw -276351.495547 + Penalty 2676.492209 = -273675.003338
  nChanged 4
		SP:Iteration 42Q (135608.800000 sec): 3 clusters
  Score: Raw -276352.363075 + Penalty 2676.492209 = -273675.870866
  nChanged 4
		SP:Iteration 43Q (135608.960000 sec): 3 clusters
  Score: Raw -276353.732532 + Penalty 2676.492209 = -273677.240323
  nChanged 8
		SP:Iteration 44Q (135609.120000 sec): 3 clusters
  Score: Raw -276357.305298 + Penalty 2676.492209 = -273680.813089
  nChanged 12
		SP:Iteration 45Q (135609.280000 sec): 3 clusters
  Score: Raw -276360.925234 + Penalty 2676.492209 = -273684.433025
  nChanged 5
		SP:Iteration 46Q (135609.440000 sec): 3 clusters
  Score: Raw -276363.058953 + Penalty 2676.492209 = -273686.566744
  nChanged 6
		SP:Iteration 47Q (135609.600000 sec): 3 clusters
  Score: Raw -276366.039623 + Penalty 2676.492209 = -273689.547413
  nChanged 8
		SP:Iteration 48Q (135609.760000 sec): 3 clusters
  Score: Raw -276368.537757 + Penalty 2676.492209 = -273692.045548
  nChanged 14
		SP:Iteration 49Q (135609.920000 sec): 3 clusters
  Score: Raw -276373.188763 + Penalty 2676.492209 = -273696.696554
  nChanged 12
		SP:Iteration 50Q (135610.080000 sec): 3 clusters
  Score: Raw -276376.431110 + Penalty 2676.492209 = -273699.938901
  nChanged 7
		SP:Iteration 51Q (135610.240000 sec): 3 clusters
  Score: Raw -276377.925020 + Penalty 2676.492209 = -273701.432811
  nChanged 7
		SP:Iteration 52Q (135610.400000 sec): 3 clusters
  Score: Raw -276379.294055 + Penalty 2676.492209 = -273702.801846
  nChanged 5
		SP:Iteration 53Q (135610.560000 sec): 3 clusters
  Score: Raw -276379.930198 + Penalty 2676.492209 = -273703.437989
  nChanged 0
		SP:Iteration 54F (135610.720000 sec): 3 clusters
  Score: Raw -276379.930198 + Penalty 2676.492209 = -273703.437989
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 75 (4855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135610.850000 sec): 2 clusters
  Score: Raw -339031.321692 + Penalty 1379.261712 = -337652.059980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135611.020000 sec): 3 clusters
  Score: Raw -336509.515231 + Penalty 2758.523424 = -333750.991807
  nChanged 1942
		SP:Iteration 1F (135611.190000 sec): 3 clusters
  Score: Raw -337853.557563 + Penalty 2758.523424 = -335095.034139
  nChanged 502
		SP:Iteration 2F (135611.340000 sec): 3 clusters
  Score: Raw -338298.597860 + Penalty 2758.523424 = -335540.074436
  nChanged 368
		SP:Iteration 3F (135611.540000 sec): 3 clusters
  Score: Raw -338572.710466 + Penalty 2758.523424 = -335814.187042
  nChanged 314
		SP:Iteration 4F (135611.660000 sec): 3 clusters
  Score: Raw -338810.877707 + Penalty 2758.523424 = -336052.354283
  nChanged 250
		SP:Iteration 5F (135611.850000 sec): 3 clusters
  Score: Raw -339007.932515 + Penalty 2758.523424 = -336249.409091
  nChanged 232
		SP:Iteration 6Q (135612.000000 sec): 3 clusters
  Score: Raw -339188.069937 + Penalty 2758.523424 = -336429.546513
  nChanged 222
		SP:Iteration 7Q (135612.200000 sec): 3 clusters
  Score: Raw -339358.618346 + Penalty 2758.523424 = -336600.094922
  nChanged 177
		SP:Iteration 8Q (135612.360000 sec): 3 clusters
  Score: Raw -339522.896237 + Penalty 2758.523424 = -336764.372813
  nChanged 181
		SP:Iteration 9Q (135612.570000 sec): 3 clusters
  Score: Raw -339669.269214 + Penalty 2758.523424 = -336910.745790
  nChanged 160
		SP:Iteration 10Q (135612.730000 sec): 3 clusters
  Score: Raw -339783.159098 + Penalty 2758.523424 = -337024.635674
  nChanged 121
		SP:Iteration 11Q (135612.880000 sec): 3 clusters
  Score: Raw -339870.214021 + Penalty 2758.523424 = -337111.690598
  nChanged 93
		SP:Iteration 12Q (135613.040000 sec): 3 clusters
  Score: Raw -339919.609481 + Penalty 2758.523424 = -337161.086057
  nChanged 59
		SP:Iteration 13Q (135613.200000 sec): 3 clusters
  Score: Raw -339949.894388 + Penalty 2758.523424 = -337191.370965
  nChanged 57
		SP:Iteration 14Q (135613.370000 sec): 3 clusters
  Score: Raw -339973.931892 + Penalty 2758.523424 = -337215.408468
  nChanged 36
		SP:Iteration 15Q (135613.530000 sec): 3 clusters
  Score: Raw -339986.772562 + Penalty 2758.523424 = -337228.249138
  nChanged 21
		SP:Iteration 16Q (135613.690000 sec): 3 clusters
  Score: Raw -339993.940771 + Penalty 2758.523424 = -337235.417347
  nChanged 21
		SP:Iteration 17Q (135613.860000 sec): 3 clusters
  Score: Raw -339999.842384 + Penalty 2758.523424 = -337241.318960
  nChanged 8
		SP:Iteration 18Q (135614.020000 sec): 3 clusters
  Score: Raw -340001.838957 + Penalty 2758.523424 = -337243.315533
  nChanged 4
		SP:Iteration 19Q (135614.200000 sec): 3 clusters
  Score: Raw -340002.995631 + Penalty 2758.523424 = -337244.472207
  nChanged 4
		SP:Iteration 20F (135614.300000 sec): 3 clusters
  Score: Raw -340003.581894 + Penalty 2758.523424 = -337245.058471
  nChanged 5
		SP:Iteration 21Q (135614.400000 sec): 3 clusters
  Score: Raw -340004.725323 + Penalty 2758.523424 = -337246.201899
  nChanged 4
		SP:Iteration 22Q (135614.480000 sec): 3 clusters
  Score: Raw -340005.651954 + Penalty 2758.523424 = -337247.128530
  nChanged 3
		SP:Iteration 23Q (135614.570000 sec): 3 clusters
  Score: Raw -340007.811421 + Penalty 2758.523424 = -337249.287997
  nChanged 10
		SP:Iteration 24Q (135614.690000 sec): 3 clusters
  Score: Raw -340011.626105 + Penalty 2758.523424 = -337253.102682
  nChanged 9
		SP:Iteration 25Q (135614.870000 sec): 3 clusters
  Score: Raw -340013.947118 + Penalty 2758.523424 = -337255.423694
  nChanged 4
		SP:Iteration 26Q (135615.040000 sec): 3 clusters
  Score: Raw -340015.349090 + Penalty 2758.523424 = -337256.825667
  nChanged 4
		SP:Iteration 27Q (135615.220000 sec): 3 clusters
  Score: Raw -340015.999537 + Penalty 2758.523424 = -337257.476113
  nChanged 0
		SP:Iteration 28F (135615.400000 sec): 3 clusters
  Score: Raw -340015.999537 + Penalty 2758.523424 = -337257.476113
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 76 (4160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135615.500000 sec): 2 clusters
  Score: Raw -425177.768532 + Penalty 1354.156432 = -423823.612099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135615.600000 sec): 3 clusters
  Score: Raw -423078.216893 + Penalty 2708.312865 = -420369.904029
  nChanged 1675
		SP:Iteration 1F (135615.680000 sec): 3 clusters
  Score: Raw -424101.204786 + Penalty 2708.312865 = -421392.891921
  nChanged 324
		SP:Iteration 2F (135615.770000 sec): 3 clusters
  Score: Raw -424312.171282 + Penalty 2708.312865 = -421603.858417
  nChanged 255
		SP:Iteration 3F (135615.850000 sec): 3 clusters
  Score: Raw -424458.790500 + Penalty 2708.312865 = -421750.477635
  nChanged 207
		SP:Iteration 4Q (135615.930000 sec): 3 clusters
  Score: Raw -424571.425620 + Penalty 2708.312865 = -421863.112755
  nChanged 167
		SP:Iteration 5Q (135616.020000 sec): 3 clusters
  Score: Raw -424674.298246 + Penalty 2708.312865 = -421965.985381
  nChanged 146
		SP:Iteration 6Q (135616.100000 sec): 3 clusters
  Score: Raw -424762.383172 + Penalty 2708.312865 = -422054.070307
  nChanged 143
		SP:Iteration 7Q (135616.180000 sec): 3 clusters
  Score: Raw -424834.303130 + Penalty 2708.312865 = -422125.990265
  nChanged 117
		SP:Iteration 8Q (135616.260000 sec): 3 clusters
  Score: Raw -424891.398168 + Penalty 2708.312865 = -422183.085303
  nChanged 85
		SP:Iteration 9Q (135616.330000 sec): 3 clusters
  Score: Raw -424937.245501 + Penalty 2708.312865 = -422228.932636
  nChanged 83
		SP:Iteration 10Q (135616.410000 sec): 3 clusters
  Score: Raw -424978.159997 + Penalty 2708.312865 = -422269.847132
  nChanged 74
		SP:Iteration 11Q (135616.490000 sec): 3 clusters
  Score: Raw -425015.535273 + Penalty 2708.312865 = -422307.222408
  nChanged 61
		SP:Iteration 12Q (135616.570000 sec): 3 clusters
  Score: Raw -425050.509945 + Penalty 2708.312865 = -422342.197080
  nChanged 55
		SP:Iteration 13Q (135616.640000 sec): 3 clusters
  Score: Raw -425080.917740 + Penalty 2708.312865 = -422372.604875
  nChanged 47
		SP:Iteration 14Q (135616.720000 sec): 3 clusters
  Score: Raw -425100.824597 + Penalty 2708.312865 = -422392.511732
  nChanged 51
		SP:Iteration 15Q (135616.800000 sec): 3 clusters
  Score: Raw -425128.358498 + Penalty 2708.312865 = -422420.045633
  nChanged 44
		SP:Iteration 16Q (135616.870000 sec): 3 clusters
  Score: Raw -425148.477907 + Penalty 2708.312865 = -422440.165042
  nChanged 40
		SP:Iteration 17Q (135616.950000 sec): 3 clusters
  Score: Raw -425169.949918 + Penalty 2708.312865 = -422461.637053
  nChanged 38
		SP:Iteration 18Q (135617.020000 sec): 3 clusters
  Score: Raw -425190.556825 + Penalty 2708.312865 = -422482.243960
  nChanged 45
		SP:Iteration 19Q (135617.100000 sec): 3 clusters
  Score: Raw -425217.078794 + Penalty 2708.312865 = -422508.765929
  nChanged 34
		SP:Iteration 20F (135617.180000 sec): 3 clusters
  Score: Raw -425236.831510 + Penalty 2708.312865 = -422528.518645
  nChanged 30
		SP:Iteration 21Q (135617.250000 sec): 3 clusters
  Score: Raw -425255.020560 + Penalty 2708.312865 = -422546.707695
  nChanged 28
		SP:Iteration 22Q (135617.330000 sec): 3 clusters
  Score: Raw -425271.031464 + Penalty 2708.312865 = -422562.718599
  nChanged 33
		SP:Iteration 23Q (135617.400000 sec): 3 clusters
  Score: Raw -425290.822217 + Penalty 2708.312865 = -422582.509352
  nChanged 29
		SP:Iteration 24Q (135617.480000 sec): 3 clusters
  Score: Raw -425306.009685 + Penalty 2708.312865 = -422597.696820
  nChanged 15
		SP:Iteration 25Q (135617.560000 sec): 3 clusters
  Score: Raw -425312.108624 + Penalty 2708.312865 = -422603.795759
  nChanged 11
		SP:Iteration 26Q (135617.640000 sec): 3 clusters
  Score: Raw -425316.067599 + Penalty 2708.312865 = -422607.754734
  nChanged 6
		SP:Iteration 27Q (135617.710000 sec): 3 clusters
  Score: Raw -425318.876784 + Penalty 2708.312865 = -422610.563919
  nChanged 2
		SP:Iteration 28Q (135617.790000 sec): 3 clusters
  Score: Raw -425319.626830 + Penalty 2708.312865 = -422611.313965
  nChanged 3
		SP:Iteration 29Q (135617.860000 sec): 3 clusters
  Score: Raw -425321.604596 + Penalty 2708.312865 = -422613.291731
  nChanged 4
		SP:Iteration 30Q (135617.980000 sec): 3 clusters
  Score: Raw -425323.178622 + Penalty 2708.312865 = -422614.865757
  nChanged 5
		SP:Iteration 31Q (135618.150000 sec): 3 clusters
  Score: Raw -425325.946679 + Penalty 2708.312865 = -422617.633814
  nChanged 6
		SP:Iteration 32Q (135618.320000 sec): 3 clusters
  Score: Raw -425329.436165 + Penalty 2708.312865 = -422621.123300
  nChanged 9
		SP:Iteration 33Q (135618.500000 sec): 3 clusters
  Score: Raw -425336.280927 + Penalty 2708.312865 = -422627.968062
  nChanged 13
		SP:Iteration 34Q (135618.670000 sec): 3 clusters
  Score: Raw -425345.717363 + Penalty 2708.312865 = -422637.404498
  nChanged 9
		SP:Iteration 35Q (135618.850000 sec): 3 clusters
  Score: Raw -425351.801380 + Penalty 2708.312865 = -422643.488515
  nChanged 6
		SP:Iteration 36Q (135619.020000 sec): 3 clusters
  Score: Raw -425354.388556 + Penalty 2708.312865 = -422646.075691
  nChanged 8
		SP:Iteration 37Q (135619.200000 sec): 3 clusters
  Score: Raw -425359.697033 + Penalty 2708.312865 = -422651.384168
  nChanged 5
		SP:Iteration 38Q (135619.300000 sec): 3 clusters
  Score: Raw -425362.684152 + Penalty 2708.312865 = -422654.371287
  nChanged 5
		SP:Iteration 39Q (135619.480000 sec): 3 clusters
  Score: Raw -425365.870883 + Penalty 2708.312865 = -422657.558018
  nChanged 7
		SP:Iteration 40F (135619.610000 sec): 3 clusters
  Score: Raw -425370.855804 + Penalty 2708.312865 = -422662.542939
  nChanged 6
		SP:Iteration 41Q (135619.780000 sec): 3 clusters
  Score: Raw -425376.904807 + Penalty 2708.312865 = -422668.591943
  nChanged 8
		SP:Iteration 42Q (135619.960000 sec): 3 clusters
  Score: Raw -425383.360909 + Penalty 2708.312865 = -422675.048044
  nChanged 6
		SP:Iteration 43Q (135620.140000 sec): 3 clusters
  Score: Raw -425385.823054 + Penalty 2708.312865 = -422677.510189
  nChanged 4
		SP:Iteration 44Q (135620.310000 sec): 3 clusters
  Score: Raw -425388.881411 + Penalty 2708.312865 = -422680.568546
  nChanged 6
		SP:Iteration 45Q (135620.490000 sec): 3 clusters
  Score: Raw -425395.865173 + Penalty 2708.312865 = -422687.552308
  nChanged 7
		SP:Iteration 46Q (135620.660000 sec): 3 clusters
  Score: Raw -425401.401131 + Penalty 2708.312865 = -422693.088266
  nChanged 7
		SP:Iteration 47Q (135620.840000 sec): 3 clusters
  Score: Raw -425405.399745 + Penalty 2708.312865 = -422697.086880
  nChanged 4
		SP:Iteration 48Q (135621.020000 sec): 3 clusters
  Score: Raw -425408.014816 + Penalty 2708.312865 = -422699.701951
  nChanged 1
		SP:Iteration 49Q (135621.190000 sec): 3 clusters
  Score: Raw -425408.207046 + Penalty 2708.312865 = -422699.894181
  nChanged 0
		SP:Iteration 50F (135621.370000 sec): 3 clusters
  Score: Raw -425408.207046 + Penalty 2708.312865 = -422699.894181
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 77 (3544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135621.480000 sec): 2 clusters
  Score: Raw -288910.425519 + Penalty 1328.114338 = -287582.311181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135621.650000 sec): 3 clusters
  Score: Raw -287201.251991 + Penalty 2656.228676 = -284545.023314
  nChanged 1385
		SP:Iteration 1F (135621.830000 sec): 3 clusters
  Score: Raw -288291.239920 + Penalty 2656.228676 = -285635.011244
  nChanged 398
		SP:Iteration 2F (135622.000000 sec): 3 clusters
  Score: Raw -288674.341146 + Penalty 2656.228676 = -286018.112469
  nChanged 258
		SP:Iteration 3F (135622.180000 sec): 3 clusters
  Score: Raw -288887.625800 + Penalty 2656.228676 = -286231.397124
  nChanged 189
		SP:Iteration 4F (135622.360000 sec): 3 clusters
  Score: Raw -289035.886403 + Penalty 2656.228676 = -286379.657727
  nChanged 139
		SP:Iteration 5Q (135622.530000 sec): 3 clusters
  Score: Raw -289137.423966 + Penalty 2656.228676 = -286481.195289
  nChanged 93
		SP:Iteration 6Q (135622.710000 sec): 3 clusters
  Score: Raw -289192.097000 + Penalty 2656.228676 = -286535.868324
  nChanged 51
		SP:Iteration 7Q (135622.880000 sec): 3 clusters
  Score: Raw -289221.162397 + Penalty 2656.228676 = -286564.933721
  nChanged 41
		SP:Iteration 8Q (135623.040000 sec): 3 clusters
  Score: Raw -289238.903226 + Penalty 2656.228676 = -286582.674550
  nChanged 25
		SP:Iteration 9Q (135623.200000 sec): 3 clusters
  Score: Raw -289251.325638 + Penalty 2656.228676 = -286595.096962
  nChanged 25
		SP:Iteration 10Q (135623.370000 sec): 3 clusters
  Score: Raw -289263.468650 + Penalty 2656.228676 = -286607.239974
  nChanged 23
		SP:Iteration 11Q (135623.530000 sec): 3 clusters
  Score: Raw -289273.906172 + Penalty 2656.228676 = -286617.677496
  nChanged 15
		SP:Iteration 12Q (135623.700000 sec): 3 clusters
  Score: Raw -289279.189003 + Penalty 2656.228676 = -286622.960327
  nChanged 10
		SP:Iteration 13Q (135623.860000 sec): 3 clusters
  Score: Raw -289284.524276 + Penalty 2656.228676 = -286628.295600
  nChanged 10
		SP:Iteration 14Q (135624.020000 sec): 3 clusters
  Score: Raw -289288.413663 + Penalty 2656.228676 = -286632.184986
  nChanged 6
		SP:Iteration 15Q (135624.180000 sec): 3 clusters
  Score: Raw -289290.333985 + Penalty 2656.228676 = -286634.105309
  nChanged 7
		SP:Iteration 16Q (135624.350000 sec): 3 clusters
  Score: Raw -289292.615827 + Penalty 2656.228676 = -286636.387151
  nChanged 5
		SP:Iteration 17Q (135624.510000 sec): 3 clusters
  Score: Raw -289294.998690 + Penalty 2656.228676 = -286638.770013
  nChanged 6
		SP:Iteration 18Q (135624.680000 sec): 3 clusters
  Score: Raw -289297.691609 + Penalty 2656.228676 = -286641.462933
  nChanged 12
		SP:Iteration 19Q (135624.840000 sec): 3 clusters
  Score: Raw -289303.430823 + Penalty 2656.228676 = -286647.202146
  nChanged 13
		SP:Iteration 20F (135625.000000 sec): 3 clusters
  Score: Raw -289310.385096 + Penalty 2656.228676 = -286654.156420
  nChanged 15
		SP:Iteration 21Q (135625.160000 sec): 3 clusters
  Score: Raw -289316.906011 + Penalty 2656.228676 = -286660.677335
  nChanged 15
		SP:Iteration 22Q (135625.330000 sec): 3 clusters
  Score: Raw -289322.856498 + Penalty 2656.228676 = -286666.627821
  nChanged 15
		SP:Iteration 23Q (135625.490000 sec): 3 clusters
  Score: Raw -289327.364466 + Penalty 2656.228676 = -286671.135790
  nChanged 16
		SP:Iteration 24Q (135625.660000 sec): 3 clusters
  Score: Raw -289333.216189 + Penalty 2656.228676 = -286676.987512
  nChanged 15
		SP:Iteration 25Q (135625.820000 sec): 3 clusters
  Score: Raw -289341.220422 + Penalty 2656.228676 = -286684.991745
  nChanged 18
		SP:Iteration 26Q (135625.980000 sec): 3 clusters
  Score: Raw -289353.255372 + Penalty 2656.228676 = -286697.026696
  nChanged 24
		SP:Iteration 27Q (135626.140000 sec): 3 clusters
  Score: Raw -289367.457281 + Penalty 2656.228676 = -286711.228604
  nChanged 33
		SP:Iteration 28Q (135626.310000 sec): 3 clusters
  Score: Raw -289389.006840 + Penalty 2656.228676 = -286732.778164
  nChanged 38
		SP:Iteration 29Q (135626.470000 sec): 3 clusters
  Score: Raw -289418.798613 + Penalty 2656.228676 = -286762.569936
  nChanged 39
		SP:Iteration 30Q (135626.640000 sec): 3 clusters
  Score: Raw -289447.824437 + Penalty 2656.228676 = -286791.595761
  nChanged 40
		SP:Iteration 31Q (135626.810000 sec): 3 clusters
  Score: Raw -289479.008670 + Penalty 2656.228676 = -286822.779994
  nChanged 45
		SP:Iteration 32Q (135627.020000 sec): 3 clusters
  Score: Raw -289524.858175 + Penalty 2656.228676 = -286868.629499
  nChanged 46
		SP:Iteration 33Q (135627.160000 sec): 3 clusters
  Score: Raw -289565.326841 + Penalty 2656.228676 = -286909.098164
  nChanged 41
		SP:Iteration 34Q (135627.320000 sec): 3 clusters
  Score: Raw -289605.764732 + Penalty 2656.228676 = -286949.536056
  nChanged 49
		SP:Iteration 35Q (135627.480000 sec): 3 clusters
  Score: Raw -289639.561361 + Penalty 2656.228676 = -286983.332684
  nChanged 26
		SP:Iteration 36Q (135627.640000 sec): 3 clusters
  Score: Raw -289659.521197 + Penalty 2656.228676 = -287003.292521
  nChanged 24
		SP:Iteration 37Q (135627.800000 sec): 3 clusters
  Score: Raw -289671.866435 + Penalty 2656.228676 = -287015.637759
  nChanged 15
		SP:Iteration 38Q (135627.960000 sec): 3 clusters
  Score: Raw -289680.291271 + Penalty 2656.228676 = -287024.062595
  nChanged 12
		SP:Iteration 39Q (135628.120000 sec): 3 clusters
  Score: Raw -289687.594426 + Penalty 2656.228676 = -287031.365750
  nChanged 10
		SP:Iteration 40F (135628.280000 sec): 3 clusters
  Score: Raw -289691.844149 + Penalty 2656.228676 = -287035.615472
  nChanged 9
		SP:Iteration 41Q (135628.440000 sec): 3 clusters
  Score: Raw -289694.820270 + Penalty 2656.228676 = -287038.591594
  nChanged 6
		SP:Iteration 42Q (135628.600000 sec): 3 clusters
  Score: Raw -289697.461013 + Penalty 2656.228676 = -287041.232336
  nChanged 5
		SP:Iteration 43Q (135628.750000 sec): 3 clusters
  Score: Raw -289699.876423 + Penalty 2656.228676 = -287043.647746
  nChanged 4
		SP:Iteration 44Q (135628.900000 sec): 3 clusters
  Score: Raw -289701.464857 + Penalty 2656.228676 = -287045.236181
  nChanged 2
		SP:Iteration 45Q (135629.050000 sec): 3 clusters
  Score: Raw -289702.893558 + Penalty 2656.228676 = -287046.664882
  nChanged 4
		SP:Iteration 46Q (135629.190000 sec): 3 clusters
  Score: Raw -289704.506078 + Penalty 2656.228676 = -287048.277401
  nChanged 5
		SP:Iteration 47Q (135629.340000 sec): 3 clusters
  Score: Raw -289706.401112 + Penalty 2656.228676 = -287050.172436
  nChanged 4
		SP:Iteration 48Q (135629.490000 sec): 3 clusters
  Score: Raw -289708.749718 + Penalty 2656.228676 = -287052.521042
  nChanged 5
		SP:Iteration 49Q (135629.630000 sec): 3 clusters
  Score: Raw -289709.843900 + Penalty 2656.228676 = -287053.615224
  nChanged 2
		SP:Iteration 50Q (135629.780000 sec): 3 clusters
  Score: Raw -289710.084105 + Penalty 2656.228676 = -287053.855429
  nChanged 2
		SP:Iteration 51Q (135629.930000 sec): 3 clusters
  Score: Raw -289710.903478 + Penalty 2656.228676 = -287054.674802
  nChanged 1
		SP:Iteration 52Q (135630.080000 sec): 3 clusters
  Score: Raw -289711.163289 + Penalty 2656.228676 = -287054.934613
  nChanged 2
		SP:Iteration 53Q (135630.230000 sec): 3 clusters
  Score: Raw -289711.965307 + Penalty 2656.228676 = -287055.736631
  nChanged 0
		SP:Iteration 54F (135630.370000 sec): 3 clusters
  Score: Raw -289711.965307 + Penalty 2656.228676 = -287055.736631
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 78 (17005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135630.520000 sec): 2 clusters
  Score: Raw -1472843.074536 + Penalty 1582.955188 = -1471260.119348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135630.840000 sec): 3 clusters
  Score: Raw -1462860.817363 + Penalty 3165.910377 = -1459694.906986
  nChanged 7560
		SP:Iteration 1F (135631.080000 sec): 3 clusters
  Score: Raw -1467419.734149 + Penalty 3165.910377 = -1464253.823773
  nChanged 1316
		SP:Iteration 2F (135631.290000 sec): 3 clusters
  Score: Raw -1468286.742569 + Penalty 3165.910377 = -1465120.832192
  nChanged 1245
		SP:Iteration 3F (135631.480000 sec): 3 clusters
  Score: Raw -1469098.030174 + Penalty 3165.910377 = -1465932.119797
  nChanged 1144
		SP:Iteration 4F (135631.750000 sec): 3 clusters
  Score: Raw -1469827.042248 + Penalty 3165.910377 = -1466661.131872
  nChanged 1036
		SP:Iteration 5F (135632.050000 sec): 3 clusters
  Score: Raw -1470423.473442 + Penalty 3165.910377 = -1467257.563065
  nChanged 873
		SP:Iteration 6F (135632.350000 sec): 3 clusters
  Score: Raw -1470864.326922 + Penalty 3165.910377 = -1467698.416545
  nChanged 673
		SP:Iteration 7Q (135632.640000 sec): 3 clusters
  Score: Raw -1471188.496097 + Penalty 3165.910377 = -1468022.585720
  nChanged 578
		SP:Iteration 8Q (135632.940000 sec): 3 clusters
  Score: Raw -1471417.326375 + Penalty 3165.910377 = -1468251.415998
  nChanged 447
		SP:Iteration 9Q (135633.240000 sec): 3 clusters
  Score: Raw -1471573.048872 + Penalty 3165.910377 = -1468407.138495
  nChanged 351
		SP:Iteration 10Q (135633.540000 sec): 3 clusters
  Score: Raw -1471682.629225 + Penalty 3165.910377 = -1468516.718848
  nChanged 295
		SP:Iteration 11Q (135633.850000 sec): 3 clusters
  Score: Raw -1471770.798724 + Penalty 3165.910377 = -1468604.888348
  nChanged 277
		SP:Iteration 12Q (135634.150000 sec): 3 clusters
  Score: Raw -1471850.861354 + Penalty 3165.910377 = -1468684.950977
  nChanged 248
		SP:Iteration 13Q (135634.450000 sec): 3 clusters
  Score: Raw -1471926.614882 + Penalty 3165.910377 = -1468760.704505
  nChanged 274
		SP:Iteration 14Q (135634.750000 sec): 3 clusters
  Score: Raw -1472014.617541 + Penalty 3165.910377 = -1468848.707164
  nChanged 269
		SP:Iteration 15Q (135635.050000 sec): 3 clusters
  Score: Raw -1472112.270300 + Penalty 3165.910377 = -1468946.359923
  nChanged 264
		SP:Iteration 16Q (135635.350000 sec): 3 clusters
  Score: Raw -1472207.471366 + Penalty 3165.910377 = -1469041.560989
  nChanged 261
		SP:Iteration 17Q (135635.650000 sec): 3 clusters
  Score: Raw -1472300.928745 + Penalty 3165.910377 = -1469135.018368
  nChanged 257
		SP:Iteration 18Q (135635.950000 sec): 3 clusters
  Score: Raw -1472389.071576 + Penalty 3165.910377 = -1469223.161199
  nChanged 253
		SP:Iteration 19Q (135636.250000 sec): 3 clusters
  Score: Raw -1472477.844670 + Penalty 3165.910377 = -1469311.934293
  nChanged 243
		SP:Iteration 20F (135636.550000 sec): 3 clusters
  Score: Raw -1472564.754479 + Penalty 3165.910377 = -1469398.844102
  nChanged 213
		SP:Iteration 21Q (135636.850000 sec): 3 clusters
  Score: Raw -1472641.801162 + Penalty 3165.910377 = -1469475.890785
  nChanged 218
		SP:Iteration 22Q (135637.150000 sec): 3 clusters
  Score: Raw -1472716.104786 + Penalty 3165.910377 = -1469550.194410
  nChanged 209
		SP:Iteration 23Q (135637.450000 sec): 3 clusters
  Score: Raw -1472795.532139 + Penalty 3165.910377 = -1469629.621763
  nChanged 205
		SP:Iteration 24Q (135637.750000 sec): 3 clusters
  Score: Raw -1472866.865657 + Penalty 3165.910377 = -1469700.955281
  nChanged 176
		SP:Iteration 25Q (135638.050000 sec): 3 clusters
  Score: Raw -1472919.365825 + Penalty 3165.910377 = -1469753.455448
  nChanged 177
		SP:Iteration 26Q (135638.350000 sec): 3 clusters
  Score: Raw -1472969.085296 + Penalty 3165.910377 = -1469803.174919
  nChanged 150
		SP:Iteration 27Q (135638.650000 sec): 3 clusters
  Score: Raw -1473012.865144 + Penalty 3165.910377 = -1469846.954768
  nChanged 147
		SP:Iteration 28Q (135638.980000 sec): 3 clusters
  Score: Raw -1473057.528424 + Penalty 3165.910377 = -1469891.618047
  nChanged 133
		SP:Iteration 29Q (135639.270000 sec): 3 clusters
  Score: Raw -1473104.598518 + Penalty 3165.910377 = -1469938.688142
  nChanged 146
		SP:Iteration 30Q (135639.570000 sec): 3 clusters
  Score: Raw -1473161.084303 + Penalty 3165.910377 = -1469995.173927
  nChanged 143
		SP:Iteration 31Q (135639.870000 sec): 3 clusters
  Score: Raw -1473213.249271 + Penalty 3165.910377 = -1470047.338894
  nChanged 129
		SP:Iteration 32Q (135640.170000 sec): 3 clusters
  Score: Raw -1473258.505114 + Penalty 3165.910377 = -1470092.594737
  nChanged 121
		SP:Iteration 33Q (135640.480000 sec): 3 clusters
  Score: Raw -1473298.872618 + Penalty 3165.910377 = -1470132.962241
  nChanged 121
		SP:Iteration 34Q (135640.710000 sec): 3 clusters
  Score: Raw -1473345.513685 + Penalty 3165.910377 = -1470179.603309
  nChanged 119
		SP:Iteration 35Q (135640.930000 sec): 3 clusters
  Score: Raw -1473392.774833 + Penalty 3165.910377 = -1470226.864456
  nChanged 101
		SP:Iteration 36Q (135641.180000 sec): 3 clusters
  Score: Raw -1473432.225052 + Penalty 3165.910377 = -1470266.314675
  nChanged 104
		SP:Iteration 37Q (135641.470000 sec): 3 clusters
  Score: Raw -1473480.584601 + Penalty 3165.910377 = -1470314.674224
  nChanged 105
		SP:Iteration 38Q (135641.770000 sec): 3 clusters
  Score: Raw -1473532.512285 + Penalty 3165.910377 = -1470366.601908
  nChanged 87
		SP:Iteration 39Q (135642.030000 sec): 3 clusters
  Score: Raw -1473588.967926 + Penalty 3165.910377 = -1470423.057550
  nChanged 93
		SP:Iteration 40F (135642.280000 sec): 3 clusters
  Score: Raw -1473642.122310 + Penalty 3165.910377 = -1470476.211933
  nChanged 91
		SP:Iteration 41Q (135642.470000 sec): 3 clusters
  Score: Raw -1473694.751142 + Penalty 3165.910377 = -1470528.840765
  nChanged 75
		SP:Iteration 42Q (135642.650000 sec): 3 clusters
  Score: Raw -1473737.661240 + Penalty 3165.910377 = -1470571.750863
  nChanged 72
		SP:Iteration 43Q (135642.940000 sec): 3 clusters
  Score: Raw -1473767.808922 + Penalty 3165.910377 = -1470601.898545
  nChanged 56
		SP:Iteration 44Q (135643.230000 sec): 3 clusters
  Score: Raw -1473790.648702 + Penalty 3165.910377 = -1470624.738325
  nChanged 46
		SP:Iteration 45Q (135643.530000 sec): 3 clusters
  Score: Raw -1473805.309967 + Penalty 3165.910377 = -1470639.399590
  nChanged 37
		SP:Iteration 46Q (135643.730000 sec): 3 clusters
  Score: Raw -1473816.186253 + Penalty 3165.910377 = -1470650.275876
  nChanged 33
		SP:Iteration 47Q (135643.960000 sec): 3 clusters
  Score: Raw -1473828.179165 + Penalty 3165.910377 = -1470662.268788
  nChanged 32
		SP:Iteration 48Q (135644.170000 sec): 3 clusters
  Score: Raw -1473836.546310 + Penalty 3165.910377 = -1470670.635933
  nChanged 23
		SP:Iteration 49Q (135644.400000 sec): 3 clusters
  Score: Raw -1473842.545849 + Penalty 3165.910377 = -1470676.635473
  nChanged 14
		SP:Iteration 50Q (135644.700000 sec): 3 clusters
  Score: Raw -1473846.164358 + Penalty 3165.910377 = -1470680.253982
  nChanged 10
		SP:Iteration 51Q (135644.920000 sec): 3 clusters
  Score: Raw -1473848.358578 + Penalty 3165.910377 = -1470682.448201
  nChanged 9
		SP:Iteration 52Q (135645.180000 sec): 3 clusters
  Score: Raw -1473850.001130 + Penalty 3165.910377 = -1470684.090754
  nChanged 6
		SP:Iteration 53Q (135645.480000 sec): 3 clusters
  Score: Raw -1473851.107254 + Penalty 3165.910377 = -1470685.196878
  nChanged 2
		SP:Iteration 54Q (135645.740000 sec): 3 clusters
  Score: Raw -1473851.476054 + Penalty 3165.910377 = -1470685.565677
  nChanged 2
		SP:Iteration 55Q (135645.990000 sec): 3 clusters
  Score: Raw -1473851.930844 + Penalty 3165.910377 = -1470686.020467
  nChanged 0
		SP:Iteration 56F (135646.220000 sec): 3 clusters
  Score: Raw -1473851.930844 + Penalty 3165.910377 = -1470686.020467
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 79 (2780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135646.320000 sec): 2 clusters
  Score: Raw -233063.688152 + Penalty 1288.658509 = -231775.029643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135646.490000 sec): 3 clusters
  Score: Raw -231812.331108 + Penalty 2577.317017 = -229235.014090
  nChanged 1067
		SP:Iteration 1F (135646.670000 sec): 3 clusters
  Score: Raw -232603.998677 + Penalty 2577.317017 = -230026.681660
  nChanged 249
		SP:Iteration 2F (135646.850000 sec): 3 clusters
  Score: Raw -232814.266909 + Penalty 2577.317017 = -230236.949892
  nChanged 155
		SP:Iteration 3F (135647.020000 sec): 3 clusters
  Score: Raw -232931.698527 + Penalty 2577.317017 = -230354.381510
  nChanged 109
		SP:Iteration 4Q (135647.200000 sec): 3 clusters
  Score: Raw -233001.731406 + Penalty 2577.317017 = -230424.414389
  nChanged 94
		SP:Iteration 5Q (135647.370000 sec): 3 clusters
  Score: Raw -233075.314666 + Penalty 2577.317017 = -230497.997649
  nChanged 88
		SP:Iteration 6Q (135647.550000 sec): 3 clusters
  Score: Raw -233143.706204 + Penalty 2577.317017 = -230566.389187
  nChanged 65
		SP:Iteration 7Q (135647.730000 sec): 3 clusters
  Score: Raw -233192.662033 + Penalty 2577.317017 = -230615.345015
  nChanged 61
		SP:Iteration 8Q (135647.830000 sec): 3 clusters
  Score: Raw -233232.919885 + Penalty 2577.317017 = -230655.602868
  nChanged 48
		SP:Iteration 9Q (135647.880000 sec): 3 clusters
  Score: Raw -233256.595456 + Penalty 2577.317017 = -230679.278439
  nChanged 36
		SP:Iteration 10Q (135647.930000 sec): 3 clusters
  Score: Raw -233283.152586 + Penalty 2577.317017 = -230705.835569
  nChanged 36
		SP:Iteration 11Q (135647.980000 sec): 3 clusters
  Score: Raw -233307.044777 + Penalty 2577.317017 = -230729.727760
  nChanged 32
		SP:Iteration 12Q (135648.030000 sec): 3 clusters
  Score: Raw -233321.131241 + Penalty 2577.317017 = -230743.814224
  nChanged 16
		SP:Iteration 13Q (135648.080000 sec): 3 clusters
  Score: Raw -233331.188562 + Penalty 2577.317017 = -230753.871545
  nChanged 22
		SP:Iteration 14Q (135648.170000 sec): 3 clusters
  Score: Raw -233343.495995 + Penalty 2577.317017 = -230766.178977
  nChanged 19
		SP:Iteration 15Q (135648.350000 sec): 3 clusters
  Score: Raw -233354.130104 + Penalty 2577.317017 = -230776.813087
  nChanged 17
		SP:Iteration 16Q (135648.530000 sec): 3 clusters
  Score: Raw -233362.283533 + Penalty 2577.317017 = -230784.966516
  nChanged 15
		SP:Iteration 17Q (135648.700000 sec): 3 clusters
  Score: Raw -233369.318343 + Penalty 2577.317017 = -230792.001325
  nChanged 16
		SP:Iteration 18Q (135648.880000 sec): 3 clusters
  Score: Raw -233377.020403 + Penalty 2577.317017 = -230799.703386
  nChanged 21
		SP:Iteration 19Q (135649.050000 sec): 3 clusters
  Score: Raw -233386.982875 + Penalty 2577.317017 = -230809.665857
  nChanged 16
		SP:Iteration 20F (135649.230000 sec): 3 clusters
  Score: Raw -233396.318022 + Penalty 2577.317017 = -230819.001005
  nChanged 13
		SP:Iteration 21Q (135649.380000 sec): 3 clusters
  Score: Raw -233405.253595 + Penalty 2577.317017 = -230827.936577
  nChanged 14
		SP:Iteration 22Q (135649.530000 sec): 3 clusters
  Score: Raw -233412.732432 + Penalty 2577.317017 = -230835.415415
  nChanged 26
		SP:Iteration 23Q (135649.710000 sec): 3 clusters
  Score: Raw -233429.623869 + Penalty 2577.317017 = -230852.306852
  nChanged 28
		SP:Iteration 24Q (135649.890000 sec): 3 clusters
  Score: Raw -233451.841989 + Penalty 2577.317017 = -230874.524972
  nChanged 28
		SP:Iteration 25Q (135650.060000 sec): 3 clusters
  Score: Raw -233474.244668 + Penalty 2577.317017 = -230896.927650
  nChanged 21
		SP:Iteration 26Q (135650.240000 sec): 3 clusters
  Score: Raw -233484.711130 + Penalty 2577.317017 = -230907.394113
  nChanged 19
		SP:Iteration 27Q (135650.410000 sec): 3 clusters
  Score: Raw -233492.534175 + Penalty 2577.317017 = -230915.217158
  nChanged 17
		SP:Iteration 28Q (135650.590000 sec): 3 clusters
  Score: Raw -233499.491546 + Penalty 2577.317017 = -230922.174529
  nChanged 15
		SP:Iteration 29Q (135650.770000 sec): 3 clusters
  Score: Raw -233504.778258 + Penalty 2577.317017 = -230927.461241
  nChanged 8
		SP:Iteration 30Q (135650.940000 sec): 3 clusters
  Score: Raw -233508.182901 + Penalty 2577.317017 = -230930.865883
  nChanged 7
		SP:Iteration 31Q (135651.120000 sec): 3 clusters
  Score: Raw -233512.238123 + Penalty 2577.317017 = -230934.921106
  nChanged 5
		SP:Iteration 32Q (135651.290000 sec): 3 clusters
  Score: Raw -233513.590360 + Penalty 2577.317017 = -230936.273342
  nChanged 6
		SP:Iteration 33Q (135651.470000 sec): 3 clusters
  Score: Raw -233515.169524 + Penalty 2577.317017 = -230937.852507
  nChanged 4
		SP:Iteration 34Q (135651.650000 sec): 3 clusters
  Score: Raw -233516.143912 + Penalty 2577.317017 = -230938.826895
  nChanged 1
		SP:Iteration 35Q (135651.820000 sec): 3 clusters
  Score: Raw -233516.724044 + Penalty 2577.317017 = -230939.407026
  nChanged 1
		SP:Iteration 36Q (135652.000000 sec): 3 clusters
  Score: Raw -233517.873536 + Penalty 2577.317017 = -230940.556519
  nChanged 0
		SP:Iteration 37F (135652.170000 sec): 3 clusters
  Score: Raw -233517.873536 + Penalty 2577.317017 = -230940.556519
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 80 (6204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135652.290000 sec): 2 clusters
  Score: Raw -535521.306868 + Penalty 1419.104298 = -534102.202570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135652.510000 sec): 3 clusters
  Score: Raw -532214.565219 + Penalty 2838.208595 = -529376.356624
  nChanged 2599
		SP:Iteration 1F (135652.670000 sec): 3 clusters
  Score: Raw -533930.839190 + Penalty 2838.208595 = -531092.630595
  nChanged 568
		SP:Iteration 2F (135652.830000 sec): 3 clusters
  Score: Raw -534519.764500 + Penalty 2838.208595 = -531681.555904
  nChanged 528
		SP:Iteration 3F (135653.000000 sec): 3 clusters
  Score: Raw -535084.372668 + Penalty 2838.208595 = -532246.164073
  nChanged 469
		SP:Iteration 4F (135653.170000 sec): 3 clusters
  Score: Raw -535499.543957 + Penalty 2838.208595 = -532661.335362
  nChanged 350
		SP:Iteration 5F (135653.330000 sec): 3 clusters
  Score: Raw -535780.652769 + Penalty 2838.208595 = -532942.444173
  nChanged 278
		SP:Iteration 6Q (135653.500000 sec): 3 clusters
  Score: Raw -535955.925704 + Penalty 2838.208595 = -533117.717109
  nChanged 195
		SP:Iteration 7Q (135653.660000 sec): 3 clusters
  Score: Raw -536060.814681 + Penalty 2838.208595 = -533222.606085
  nChanged 147
		SP:Iteration 8Q (135653.850000 sec): 3 clusters
  Score: Raw -536136.450376 + Penalty 2838.208595 = -533298.241781
  nChanged 111
		SP:Iteration 9Q (135654.040000 sec): 3 clusters
  Score: Raw -536178.486305 + Penalty 2838.208595 = -533340.277709
  nChanged 78
		SP:Iteration 10Q (135654.190000 sec): 3 clusters
  Score: Raw -536209.745492 + Penalty 2838.208595 = -533371.536896
  nChanged 70
		SP:Iteration 11Q (135654.390000 sec): 3 clusters
  Score: Raw -536230.120332 + Penalty 2838.208595 = -533391.911736
  nChanged 44
		SP:Iteration 12Q (135654.550000 sec): 3 clusters
  Score: Raw -536240.280400 + Penalty 2838.208595 = -533402.071805
  nChanged 32
		SP:Iteration 13Q (135654.720000 sec): 3 clusters
  Score: Raw -536248.416768 + Penalty 2838.208595 = -533410.208173
  nChanged 31
		SP:Iteration 14Q (135654.890000 sec): 3 clusters
  Score: Raw -536257.303823 + Penalty 2838.208595 = -533419.095227
  nChanged 26
		SP:Iteration 15Q (135655.050000 sec): 3 clusters
  Score: Raw -536265.489262 + Penalty 2838.208595 = -533427.280667
  nChanged 30
		SP:Iteration 16Q (135655.210000 sec): 3 clusters
  Score: Raw -536272.667796 + Penalty 2838.208595 = -533434.459200
  nChanged 24
		SP:Iteration 17Q (135655.380000 sec): 3 clusters
  Score: Raw -536278.606693 + Penalty 2838.208595 = -533440.398098
  nChanged 17
		SP:Iteration 18Q (135655.550000 sec): 3 clusters
  Score: Raw -536282.739959 + Penalty 2838.208595 = -533444.531363
  nChanged 14
		SP:Iteration 19Q (135655.710000 sec): 3 clusters
  Score: Raw -536285.055248 + Penalty 2838.208595 = -533446.846653
  nChanged 14
		SP:Iteration 20F (135655.880000 sec): 3 clusters
  Score: Raw -536287.828049 + Penalty 2838.208595 = -533449.619454
  nChanged 11
		SP:Iteration 21Q (135656.020000 sec): 3 clusters
  Score: Raw -536290.623356 + Penalty 2838.208595 = -533452.414761
  nChanged 12
		SP:Iteration 22Q (135656.120000 sec): 3 clusters
  Score: Raw -536292.815623 + Penalty 2838.208595 = -533454.607027
  nChanged 10
		SP:Iteration 23Q (135656.220000 sec): 3 clusters
  Score: Raw -536295.238518 + Penalty 2838.208595 = -533457.029922
  nChanged 11
		SP:Iteration 24Q (135656.320000 sec): 3 clusters
  Score: Raw -536296.973718 + Penalty 2838.208595 = -533458.765122
  nChanged 4
		SP:Iteration 25Q (135656.450000 sec): 3 clusters
  Score: Raw -536297.923955 + Penalty 2838.208595 = -533459.715360
  nChanged 2
		SP:Iteration 26Q (135656.630000 sec): 3 clusters
  Score: Raw -536298.275604 + Penalty 2838.208595 = -533460.067009
  nChanged 3
		SP:Iteration 27Q (135656.730000 sec): 3 clusters
  Score: Raw -536299.310226 + Penalty 2838.208595 = -533461.101631
  nChanged 6
		SP:Iteration 28Q (135656.830000 sec): 3 clusters
  Score: Raw -536300.400591 + Penalty 2838.208595 = -533462.191996
  nChanged 7
		SP:Iteration 29Q (135656.930000 sec): 3 clusters
  Score: Raw -536301.532505 + Penalty 2838.208595 = -533463.323909
  nChanged 4
		SP:Iteration 30Q (135657.030000 sec): 3 clusters
  Score: Raw -536302.186111 + Penalty 2838.208595 = -533463.977516
  nChanged 4
		SP:Iteration 31Q (135657.130000 sec): 3 clusters
  Score: Raw -536303.038973 + Penalty 2838.208595 = -533464.830377
  nChanged 6
		SP:Iteration 32Q (135657.220000 sec): 3 clusters
  Score: Raw -536304.343024 + Penalty 2838.208595 = -533466.134428
  nChanged 6
		SP:Iteration 33Q (135657.320000 sec): 3 clusters
  Score: Raw -536304.946886 + Penalty 2838.208595 = -533466.738291
  nChanged 4
		SP:Iteration 34Q (135657.440000 sec): 3 clusters
  Score: Raw -536305.650469 + Penalty 2838.208595 = -533467.441873
  nChanged 6
		SP:Iteration 35Q (135657.540000 sec): 3 clusters
  Score: Raw -536306.332940 + Penalty 2838.208595 = -533468.124344
  nChanged 3
		SP:Iteration 36Q (135657.640000 sec): 3 clusters
  Score: Raw -536306.862438 + Penalty 2838.208595 = -533468.653842
  nChanged 3
		SP:Iteration 37Q (135657.740000 sec): 3 clusters
  Score: Raw -536307.451758 + Penalty 2838.208595 = -533469.243163
  nChanged 3
		SP:Iteration 38Q (135657.840000 sec): 3 clusters
  Score: Raw -536307.822860 + Penalty 2838.208595 = -533469.614265
  nChanged 2
		SP:Iteration 39Q (135657.940000 sec): 3 clusters
  Score: Raw -536308.093771 + Penalty 2838.208595 = -533469.885176
  nChanged 2
		SP:Iteration 40F (135658.040000 sec): 3 clusters
  Score: Raw -536308.292686 + Penalty 2838.208595 = -533470.084091
  nChanged 2
		SP:Iteration 41Q (135658.140000 sec): 3 clusters
  Score: Raw -536308.392636 + Penalty 2838.208595 = -533470.184041
  nChanged 1
		SP:Iteration 42Q (135658.320000 sec): 3 clusters
  Score: Raw -536308.431771 + Penalty 2838.208595 = -533470.223176
  nChanged 1
		SP:Iteration 43Q (135658.420000 sec): 3 clusters
  Score: Raw -536308.512165 + Penalty 2838.208595 = -533470.303569
  nChanged 0
		SP:Iteration 44F (135658.520000 sec): 3 clusters
  Score: Raw -536308.512165 + Penalty 2838.208595 = -533470.303569
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 81 (4460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135658.590000 sec): 2 clusters
  Score: Raw -376538.326463 + Penalty 1365.471907 = -375172.854556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135658.780000 sec): 3 clusters
  Score: Raw -374328.931673 + Penalty 2730.943815 = -371597.987859
  nChanged 1728
		SP:Iteration 1F (135658.960000 sec): 3 clusters
  Score: Raw -375389.021170 + Penalty 2730.943815 = -372658.077355
  nChanged 363
		SP:Iteration 2F (135659.130000 sec): 3 clusters
  Score: Raw -375646.078514 + Penalty 2730.943815 = -372915.134700
  nChanged 276
		SP:Iteration 3F (135659.310000 sec): 3 clusters
  Score: Raw -375864.917393 + Penalty 2730.943815 = -373133.973579
  nChanged 241
		SP:Iteration 4F (135659.480000 sec): 3 clusters
  Score: Raw -376069.137724 + Penalty 2730.943815 = -373338.193910
  nChanged 233
		SP:Iteration 5F (135659.660000 sec): 3 clusters
  Score: Raw -376240.861438 + Penalty 2730.943815 = -373509.917623
  nChanged 209
		SP:Iteration 6Q (135659.840000 sec): 3 clusters
  Score: Raw -376375.705648 + Penalty 2730.943815 = -373644.761833
  nChanged 166
		SP:Iteration 7Q (135660.010000 sec): 3 clusters
  Score: Raw -376480.907574 + Penalty 2730.943815 = -373749.963760
  nChanged 148
		SP:Iteration 8Q (135660.190000 sec): 3 clusters
  Score: Raw -376562.602039 + Penalty 2730.943815 = -373831.658225
  nChanged 111
		SP:Iteration 9Q (135660.370000 sec): 3 clusters
  Score: Raw -376630.872400 + Penalty 2730.943815 = -373899.928585
  nChanged 119
		SP:Iteration 10Q (135660.540000 sec): 3 clusters
  Score: Raw -376702.738248 + Penalty 2730.943815 = -373971.794433
  nChanged 106
		SP:Iteration 11Q (135660.720000 sec): 3 clusters
  Score: Raw -376757.132781 + Penalty 2730.943815 = -374026.188966
  nChanged 74
		SP:Iteration 12Q (135660.890000 sec): 3 clusters
  Score: Raw -376791.025832 + Penalty 2730.943815 = -374060.082018
  nChanged 68
		SP:Iteration 13Q (135661.070000 sec): 3 clusters
  Score: Raw -376823.013374 + Penalty 2730.943815 = -374092.069559
  nChanged 58
		SP:Iteration 14Q (135661.250000 sec): 3 clusters
  Score: Raw -376846.054435 + Penalty 2730.943815 = -374115.110620
  nChanged 53
		SP:Iteration 15Q (135661.420000 sec): 3 clusters
  Score: Raw -376867.275635 + Penalty 2730.943815 = -374136.331821
  nChanged 40
		SP:Iteration 16Q (135661.600000 sec): 3 clusters
  Score: Raw -376881.682707 + Penalty 2730.943815 = -374150.738892
  nChanged 34
		SP:Iteration 17Q (135661.770000 sec): 3 clusters
  Score: Raw -376891.430754 + Penalty 2730.943815 = -374160.486940
  nChanged 24
		SP:Iteration 18Q (135661.950000 sec): 3 clusters
  Score: Raw -376896.267083 + Penalty 2730.943815 = -374165.323269
  nChanged 16
		SP:Iteration 19Q (135662.130000 sec): 3 clusters
  Score: Raw -376900.316753 + Penalty 2730.943815 = -374169.372938
  nChanged 16
		SP:Iteration 20F (135662.300000 sec): 3 clusters
  Score: Raw -376904.482364 + Penalty 2730.943815 = -374173.538549
  nChanged 12
		SP:Iteration 21Q (135662.480000 sec): 3 clusters
  Score: Raw -376907.877151 + Penalty 2730.943815 = -374176.933336
  nChanged 13
		SP:Iteration 22Q (135662.650000 sec): 3 clusters
  Score: Raw -376910.671003 + Penalty 2730.943815 = -374179.727189
  nChanged 11
		SP:Iteration 23Q (135662.830000 sec): 3 clusters
  Score: Raw -376912.900992 + Penalty 2730.943815 = -374181.957177
  nChanged 8
		SP:Iteration 24Q (135662.910000 sec): 3 clusters
  Score: Raw -376915.431891 + Penalty 2730.943815 = -374184.488077
  nChanged 6
		SP:Iteration 25Q (135663.000000 sec): 3 clusters
  Score: Raw -376916.913831 + Penalty 2730.943815 = -374185.970016
  nChanged 1
		SP:Iteration 26Q (135663.090000 sec): 3 clusters
  Score: Raw -376917.186432 + Penalty 2730.943815 = -374186.242618
  nChanged 1
		SP:Iteration 27Q (135663.170000 sec): 3 clusters
  Score: Raw -376917.287804 + Penalty 2730.943815 = -374186.343990
  nChanged 0
		SP:Iteration 28F (135663.260000 sec): 3 clusters
  Score: Raw -376917.287804 + Penalty 2730.943815 = -374186.343990
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 82 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135663.300000 sec): 2 clusters
  Score: Raw -64830.558968 + Penalty 1092.427342 = -63738.131626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135663.330000 sec): 3 clusters
  Score: Raw -64636.234116 + Penalty 2184.854683 = -62451.379432
  nChanged 255
		SP:Iteration 1F (135663.350000 sec): 3 clusters
  Score: Raw -64959.693482 + Penalty 2184.854683 = -62774.838799
  nChanged 73
		SP:Iteration 2F (135663.380000 sec): 3 clusters
  Score: Raw -65054.832239 + Penalty 2184.854683 = -62869.977556
  nChanged 30
		SP:Iteration 3Q (135663.400000 sec): 3 clusters
  Score: Raw -65093.743601 + Penalty 2184.854683 = -62908.888918
  nChanged 15
		SP:Iteration 4Q (135663.430000 sec): 3 clusters
  Score: Raw -65114.276052 + Penalty 2184.854683 = -62929.421369
  nChanged 10
		SP:Iteration 5Q (135663.450000 sec): 3 clusters
  Score: Raw -65126.817748 + Penalty 2184.854683 = -62941.963064
  nChanged 9
		SP:Iteration 6Q (135663.480000 sec): 3 clusters
  Score: Raw -65137.034823 + Penalty 2184.854683 = -62952.180140
  nChanged 8
		SP:Iteration 7Q (135663.510000 sec): 3 clusters
  Score: Raw -65147.940458 + Penalty 2184.854683 = -62963.085774
  nChanged 12
		SP:Iteration 8Q (135663.530000 sec): 3 clusters
  Score: Raw -65162.338586 + Penalty 2184.854683 = -62977.483902
  nChanged 7
		SP:Iteration 9Q (135663.560000 sec): 3 clusters
  Score: Raw -65170.827252 + Penalty 2184.854683 = -62985.972569
  nChanged 4
		SP:Iteration 10Q (135663.580000 sec): 3 clusters
  Score: Raw -65177.991451 + Penalty 2184.854683 = -62993.136768
  nChanged 5
		SP:Iteration 11Q (135663.610000 sec): 3 clusters
  Score: Raw -65183.108435 + Penalty 2184.854683 = -62998.253751
  nChanged 3
		SP:Iteration 12Q (135663.630000 sec): 3 clusters
  Score: Raw -65189.297773 + Penalty 2184.854683 = -63004.443090
  nChanged 8
		SP:Iteration 13Q (135663.660000 sec): 3 clusters
  Score: Raw -65195.880378 + Penalty 2184.854683 = -63011.025694
  nChanged 6
		SP:Iteration 14Q (135663.680000 sec): 3 clusters
  Score: Raw -65203.181259 + Penalty 2184.854683 = -63018.326576
  nChanged 6
		SP:Iteration 15Q (135663.710000 sec): 3 clusters
  Score: Raw -65211.999624 + Penalty 2184.854683 = -63027.144941
  nChanged 5
		SP:Iteration 16Q (135663.730000 sec): 3 clusters
  Score: Raw -65218.243112 + Penalty 2184.854683 = -63033.388429
  nChanged 2
		SP:Iteration 17Q (135663.760000 sec): 3 clusters
  Score: Raw -65222.878026 + Penalty 2184.854683 = -63038.023342
  nChanged 1
		SP:Iteration 18Q (135663.780000 sec): 3 clusters
  Score: Raw -65224.357131 + Penalty 2184.854683 = -63039.502448
  nChanged 0
		SP:Iteration 19F (135663.810000 sec): 3 clusters
  Score: Raw -65224.357131 + Penalty 2184.854683 = -63039.502448
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 83 (2829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135663.870000 sec): 2 clusters
  Score: Raw -227291.065735 + Penalty 1291.497768 = -225999.567967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135663.930000 sec): 3 clusters
  Score: Raw -226013.948810 + Penalty 2582.995536 = -223430.953274
  nChanged 1085
		SP:Iteration 1F (135663.980000 sec): 3 clusters
  Score: Raw -226841.137598 + Penalty 2582.995536 = -224258.142062
  nChanged 276
		SP:Iteration 2F (135664.030000 sec): 3 clusters
  Score: Raw -227133.339923 + Penalty 2582.995536 = -224550.344387
  nChanged 190
		SP:Iteration 3F (135664.080000 sec): 3 clusters
  Score: Raw -227339.868668 + Penalty 2582.995536 = -224756.873132
  nChanged 159
		SP:Iteration 4F (135664.130000 sec): 3 clusters
  Score: Raw -227492.283848 + Penalty 2582.995536 = -224909.288313
  nChanged 140
		SP:Iteration 5Q (135664.180000 sec): 3 clusters
  Score: Raw -227620.241458 + Penalty 2582.995536 = -225037.245922
  nChanged 97
		SP:Iteration 6Q (135664.240000 sec): 3 clusters
  Score: Raw -227688.264465 + Penalty 2582.995536 = -225105.268930
  nChanged 66
		SP:Iteration 7Q (135664.290000 sec): 3 clusters
  Score: Raw -227733.123605 + Penalty 2582.995536 = -225150.128069
  nChanged 50
		SP:Iteration 8Q (135664.340000 sec): 3 clusters
  Score: Raw -227760.400825 + Penalty 2582.995536 = -225177.405289
  nChanged 40
		SP:Iteration 9Q (135664.400000 sec): 3 clusters
  Score: Raw -227781.113757 + Penalty 2582.995536 = -225198.118222
  nChanged 26
		SP:Iteration 10Q (135664.450000 sec): 3 clusters
  Score: Raw -227795.318256 + Penalty 2582.995536 = -225212.322720
  nChanged 26
		SP:Iteration 11Q (135664.500000 sec): 3 clusters
  Score: Raw -227812.053100 + Penalty 2582.995536 = -225229.057564
  nChanged 30
		SP:Iteration 12Q (135664.550000 sec): 3 clusters
  Score: Raw -227833.733529 + Penalty 2582.995536 = -225250.737994
  nChanged 29
		SP:Iteration 13Q (135664.610000 sec): 3 clusters
  Score: Raw -227853.762703 + Penalty 2582.995536 = -225270.767167
  nChanged 30
		SP:Iteration 14Q (135664.660000 sec): 3 clusters
  Score: Raw -227869.072883 + Penalty 2582.995536 = -225286.077347
  nChanged 24
		SP:Iteration 15Q (135664.710000 sec): 3 clusters
  Score: Raw -227887.449598 + Penalty 2582.995536 = -225304.454062
  nChanged 33
		SP:Iteration 16Q (135664.770000 sec): 3 clusters
  Score: Raw -227905.810644 + Penalty 2582.995536 = -225322.815108
  nChanged 24
		SP:Iteration 17Q (135664.820000 sec): 3 clusters
  Score: Raw -227921.294201 + Penalty 2582.995536 = -225338.298666
  nChanged 27
		SP:Iteration 18Q (135664.870000 sec): 3 clusters
  Score: Raw -227933.674470 + Penalty 2582.995536 = -225350.678935
  nChanged 22
		SP:Iteration 19Q (135664.920000 sec): 3 clusters
  Score: Raw -227942.085629 + Penalty 2582.995536 = -225359.090093
  nChanged 12
		SP:Iteration 20F (135664.980000 sec): 3 clusters
  Score: Raw -227946.717065 + Penalty 2582.995536 = -225363.721529
  nChanged 17
		SP:Iteration 21Q (135665.030000 sec): 3 clusters
  Score: Raw -227954.509553 + Penalty 2582.995536 = -225371.514017
  nChanged 20
		SP:Iteration 22Q (135665.080000 sec): 3 clusters
  Score: Raw -227963.680026 + Penalty 2582.995536 = -225380.684491
  nChanged 22
		SP:Iteration 23Q (135665.130000 sec): 3 clusters
  Score: Raw -227977.086092 + Penalty 2582.995536 = -225394.090557
  nChanged 24
		SP:Iteration 24Q (135665.190000 sec): 3 clusters
  Score: Raw -227987.227423 + Penalty 2582.995536 = -225404.231888
  nChanged 13
		SP:Iteration 25Q (135665.240000 sec): 3 clusters
  Score: Raw -227993.563175 + Penalty 2582.995536 = -225410.567639
  nChanged 11
		SP:Iteration 26Q (135665.450000 sec): 3 clusters
  Score: Raw -227997.057333 + Penalty 2582.995536 = -225414.061798
  nChanged 7
		SP:Iteration 27Q (135665.610000 sec): 3 clusters
  Score: Raw -227999.918036 + Penalty 2582.995536 = -225416.922500
  nChanged 2
		SP:Iteration 28Q (135665.760000 sec): 3 clusters
  Score: Raw -228000.879502 + Penalty 2582.995536 = -225417.883966
  nChanged 2
		SP:Iteration 29Q (135665.920000 sec): 3 clusters
  Score: Raw -228002.601892 + Penalty 2582.995536 = -225419.606356
  nChanged 4
		SP:Iteration 30Q (135666.070000 sec): 3 clusters
  Score: Raw -228003.837665 + Penalty 2582.995536 = -225420.842129
  nChanged 3
		SP:Iteration 31Q (135666.230000 sec): 3 clusters
  Score: Raw -228005.303129 + Penalty 2582.995536 = -225422.307594
  nChanged 4
		SP:Iteration 32Q (135666.380000 sec): 3 clusters
  Score: Raw -228006.680455 + Penalty 2582.995536 = -225423.684919
  nChanged 2
		SP:Iteration 33Q (135666.540000 sec): 3 clusters
  Score: Raw -228007.651824 + Penalty 2582.995536 = -225424.656289
  nChanged 1
		SP:Iteration 34Q (135666.690000 sec): 3 clusters
  Score: Raw -228008.408313 + Penalty 2582.995536 = -225425.412778
  nChanged 1
		SP:Iteration 35Q (135666.850000 sec): 3 clusters
  Score: Raw -228009.085958 + Penalty 2582.995536 = -225426.090422
  nChanged 1
		SP:Iteration 36Q (135666.960000 sec): 3 clusters
  Score: Raw -228009.517131 + Penalty 2582.995536 = -225426.521595
  nChanged 1
		SP:Iteration 37Q (135667.140000 sec): 3 clusters
  Score: Raw -228009.687794 + Penalty 2582.995536 = -225426.692259
  nChanged 0
		SP:Iteration 38F (135667.310000 sec): 3 clusters
  Score: Raw -228009.687794 + Penalty 2582.995536 = -225426.692259
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 84 (2525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135667.390000 sec): 2 clusters
  Score: Raw -208183.520052 + Penalty 1273.024406 = -206910.495646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135667.570000 sec): 3 clusters
  Score: Raw -207080.046427 + Penalty 2546.048811 = -204533.997616
  nChanged 938
		SP:Iteration 1F (135667.750000 sec): 3 clusters
  Score: Raw -207798.753629 + Penalty 2546.048811 = -205252.704817
  nChanged 268
		SP:Iteration 2F (135667.920000 sec): 3 clusters
  Score: Raw -208069.408959 + Penalty 2546.048811 = -205523.360148
  nChanged 175
		SP:Iteration 3F (135668.100000 sec): 3 clusters
  Score: Raw -208272.699464 + Penalty 2546.048811 = -205726.650653
  nChanged 144
		SP:Iteration 4F (135668.270000 sec): 3 clusters
  Score: Raw -208429.195792 + Penalty 2546.048811 = -205883.146981
  nChanged 107
		SP:Iteration 5Q (135668.450000 sec): 3 clusters
  Score: Raw -208555.842181 + Penalty 2546.048811 = -206009.793370
  nChanged 86
		SP:Iteration 6Q (135668.630000 sec): 3 clusters
  Score: Raw -208649.438303 + Penalty 2546.048811 = -206103.389492
  nChanged 70
		SP:Iteration 7Q (135668.800000 sec): 3 clusters
  Score: Raw -208728.242119 + Penalty 2546.048811 = -206182.193308
  nChanged 62
		SP:Iteration 8Q (135668.980000 sec): 3 clusters
  Score: Raw -208800.646767 + Penalty 2546.048811 = -206254.597955
  nChanged 52
		SP:Iteration 9Q (135669.150000 sec): 3 clusters
  Score: Raw -208859.286500 + Penalty 2546.048811 = -206313.237689
  nChanged 36
		SP:Iteration 10Q (135669.330000 sec): 3 clusters
  Score: Raw -208891.317677 + Penalty 2546.048811 = -206345.268865
  nChanged 28
		SP:Iteration 11Q (135669.510000 sec): 3 clusters
  Score: Raw -208916.306806 + Penalty 2546.048811 = -206370.257995
  nChanged 24
		SP:Iteration 12Q (135669.680000 sec): 3 clusters
  Score: Raw -208936.086997 + Penalty 2546.048811 = -206390.038186
  nChanged 22
		SP:Iteration 13Q (135669.860000 sec): 3 clusters
  Score: Raw -208949.008383 + Penalty 2546.048811 = -206402.959572
  nChanged 17
		SP:Iteration 14Q (135670.030000 sec): 3 clusters
  Score: Raw -208958.704600 + Penalty 2546.048811 = -206412.655789
  nChanged 9
		SP:Iteration 15Q (135670.210000 sec): 3 clusters
  Score: Raw -208964.923168 + Penalty 2546.048811 = -206418.874357
  nChanged 14
		SP:Iteration 16Q (135670.380000 sec): 3 clusters
  Score: Raw -208971.041203 + Penalty 2546.048811 = -206424.992392
  nChanged 4
		SP:Iteration 17Q (135670.560000 sec): 3 clusters
  Score: Raw -208972.678637 + Penalty 2546.048811 = -206426.629826
  nChanged 2
		SP:Iteration 18Q (135670.750000 sec): 3 clusters
  Score: Raw -208973.222782 + Penalty 2546.048811 = -206427.173971
  nChanged 1
		SP:Iteration 19Q (135670.810000 sec): 3 clusters
  Score: Raw -208973.959375 + Penalty 2546.048811 = -206427.910564
  nChanged 0
		SP:Iteration 20F (135670.880000 sec): 3 clusters
  Score: Raw -208973.959375 + Penalty 2546.048811 = -206427.910564
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 85 (7224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135671.000000 sec): 2 clusters
  Score: Raw -697463.727373 + Penalty 1443.839165 = -696019.888207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135671.210000 sec): 3 clusters
  Score: Raw -693537.048962 + Penalty 2887.678331 = -690649.370631
  nChanged 3084
		SP:Iteration 1F (135671.410000 sec): 3 clusters
  Score: Raw -695441.030033 + Penalty 2887.678331 = -692553.351702
  nChanged 685
		SP:Iteration 2F (135671.620000 sec): 3 clusters
  Score: Raw -695978.408706 + Penalty 2887.678331 = -693090.730375
  nChanged 608
		SP:Iteration 3F (135671.830000 sec): 3 clusters
  Score: Raw -696425.938915 + Penalty 2887.678331 = -693538.260584
  nChanged 471
		SP:Iteration 4F (135672.030000 sec): 3 clusters
  Score: Raw -696722.237756 + Penalty 2887.678331 = -693834.559425
  nChanged 333
		SP:Iteration 5Q (135672.230000 sec): 3 clusters
  Score: Raw -696889.675648 + Penalty 2887.678331 = -694001.997317
  nChanged 233
		SP:Iteration 6Q (135672.430000 sec): 3 clusters
  Score: Raw -696989.765178 + Penalty 2887.678331 = -694102.086847
  nChanged 169
		SP:Iteration 7Q (135672.630000 sec): 3 clusters
  Score: Raw -697052.559924 + Penalty 2887.678331 = -694164.881594
  nChanged 128
		SP:Iteration 8Q (135672.840000 sec): 3 clusters
  Score: Raw -697093.009384 + Penalty 2887.678331 = -694205.331053
  nChanged 90
		SP:Iteration 9Q (135673.040000 sec): 3 clusters
  Score: Raw -697115.492039 + Penalty 2887.678331 = -694227.813708
  nChanged 65
		SP:Iteration 10Q (135673.240000 sec): 3 clusters
  Score: Raw -697134.788791 + Penalty 2887.678331 = -694247.110460
  nChanged 55
		SP:Iteration 11Q (135673.450000 sec): 3 clusters
  Score: Raw -697150.268801 + Penalty 2887.678331 = -694262.590470
  nChanged 54
		SP:Iteration 12Q (135673.650000 sec): 3 clusters
  Score: Raw -697162.365336 + Penalty 2887.678331 = -694274.687005
  nChanged 35
		SP:Iteration 13Q (135673.850000 sec): 3 clusters
  Score: Raw -697168.312262 + Penalty 2887.678331 = -694280.633931
  nChanged 28
		SP:Iteration 14Q (135674.050000 sec): 3 clusters
  Score: Raw -697172.726299 + Penalty 2887.678331 = -694285.047968
  nChanged 26
		SP:Iteration 15Q (135674.260000 sec): 3 clusters
  Score: Raw -697177.955518 + Penalty 2887.678331 = -694290.277187
  nChanged 20
		SP:Iteration 16Q (135674.450000 sec): 3 clusters
  Score: Raw -697182.018642 + Penalty 2887.678331 = -694294.340311
  nChanged 19
		SP:Iteration 17Q (135674.640000 sec): 3 clusters
  Score: Raw -697186.858303 + Penalty 2887.678331 = -694299.179972
  nChanged 22
		SP:Iteration 18Q (135674.820000 sec): 3 clusters
  Score: Raw -697192.010072 + Penalty 2887.678331 = -694304.331741
  nChanged 20
		SP:Iteration 19Q (135675.010000 sec): 3 clusters
  Score: Raw -697195.933945 + Penalty 2887.678331 = -694308.255614
  nChanged 20
		SP:Iteration 20F (135675.190000 sec): 3 clusters
  Score: Raw -697200.032994 + Penalty 2887.678331 = -694312.354663
  nChanged 21
		SP:Iteration 21Q (135675.380000 sec): 3 clusters
  Score: Raw -697204.036597 + Penalty 2887.678331 = -694316.358266
  nChanged 13
		SP:Iteration 22Q (135675.570000 sec): 3 clusters
  Score: Raw -697206.377722 + Penalty 2887.678331 = -694318.699391
  nChanged 12
		SP:Iteration 23Q (135675.760000 sec): 3 clusters
  Score: Raw -697209.111778 + Penalty 2887.678331 = -694321.433447
  nChanged 18
		SP:Iteration 24Q (135675.970000 sec): 3 clusters
  Score: Raw -697213.030439 + Penalty 2887.678331 = -694325.352108
  nChanged 15
		SP:Iteration 25Q (135676.170000 sec): 3 clusters
  Score: Raw -697216.056982 + Penalty 2887.678331 = -694328.378651
  nChanged 10
		SP:Iteration 26Q (135676.370000 sec): 3 clusters
  Score: Raw -697217.784050 + Penalty 2887.678331 = -694330.105719
  nChanged 8
		SP:Iteration 27Q (135676.570000 sec): 3 clusters
  Score: Raw -697219.301099 + Penalty 2887.678331 = -694331.622769
  nChanged 8
		SP:Iteration 28Q (135676.780000 sec): 3 clusters
  Score: Raw -697220.740055 + Penalty 2887.678331 = -694333.061724
  nChanged 8
		SP:Iteration 29Q (135676.980000 sec): 3 clusters
  Score: Raw -697222.407525 + Penalty 2887.678331 = -694334.729195
  nChanged 14
		SP:Iteration 30Q (135677.180000 sec): 3 clusters
  Score: Raw -697226.171829 + Penalty 2887.678331 = -694338.493498
  nChanged 23
		SP:Iteration 31Q (135677.390000 sec): 3 clusters
  Score: Raw -697230.402626 + Penalty 2887.678331 = -694342.724295
  nChanged 19
		SP:Iteration 32Q (135677.590000 sec): 3 clusters
  Score: Raw -697234.548206 + Penalty 2887.678331 = -694346.869875
  nChanged 20
		SP:Iteration 33Q (135677.790000 sec): 3 clusters
  Score: Raw -697237.850821 + Penalty 2887.678331 = -694350.172490
  nChanged 14
		SP:Iteration 34Q (135677.990000 sec): 3 clusters
  Score: Raw -697241.443480 + Penalty 2887.678331 = -694353.765149
  nChanged 20
		SP:Iteration 35Q (135678.200000 sec): 3 clusters
  Score: Raw -697247.076810 + Penalty 2887.678331 = -694359.398480
  nChanged 28
		SP:Iteration 36Q (135678.400000 sec): 3 clusters
  Score: Raw -697255.390696 + Penalty 2887.678331 = -694367.712365
  nChanged 35
		SP:Iteration 37Q (135678.600000 sec): 3 clusters
  Score: Raw -697263.702618 + Penalty 2887.678331 = -694376.024287
  nChanged 37
		SP:Iteration 38Q (135678.800000 sec): 3 clusters
  Score: Raw -697274.467901 + Penalty 2887.678331 = -694386.789570
  nChanged 43
		SP:Iteration 39Q (135679.010000 sec): 3 clusters
  Score: Raw -697285.662482 + Penalty 2887.678331 = -694397.984151
  nChanged 44
		SP:Iteration 40F (135679.210000 sec): 3 clusters
  Score: Raw -697300.006390 + Penalty 2887.678331 = -694412.328059
  nChanged 48
		SP:Iteration 41Q (135679.410000 sec): 3 clusters
  Score: Raw -697315.726810 + Penalty 2887.678331 = -694428.048479
  nChanged 39
		SP:Iteration 42Q (135679.610000 sec): 3 clusters
  Score: Raw -697330.304295 + Penalty 2887.678331 = -694442.625964
  nChanged 55
		SP:Iteration 43Q (135679.820000 sec): 3 clusters
  Score: Raw -697351.456122 + Penalty 2887.678331 = -694463.777791
  nChanged 63
		SP:Iteration 44Q (135680.020000 sec): 3 clusters
  Score: Raw -697377.380618 + Penalty 2887.678331 = -694489.702287
  nChanged 72
		SP:Iteration 45Q (135680.220000 sec): 3 clusters
  Score: Raw -697406.593217 + Penalty 2887.678331 = -694518.914886
  nChanged 73
		SP:Iteration 46Q (135680.430000 sec): 3 clusters
  Score: Raw -697435.282583 + Penalty 2887.678331 = -694547.604252
  nChanged 63
		SP:Iteration 47Q (135680.630000 sec): 3 clusters
  Score: Raw -697456.113957 + Penalty 2887.678331 = -694568.435626
  nChanged 58
		SP:Iteration 48Q (135680.830000 sec): 3 clusters
  Score: Raw -697472.710027 + Penalty 2887.678331 = -694585.031696
  nChanged 48
		SP:Iteration 49Q (135681.030000 sec): 3 clusters
  Score: Raw -697489.139614 + Penalty 2887.678331 = -694601.461283
  nChanged 65
		SP:Iteration 50Q (135681.230000 sec): 3 clusters
  Score: Raw -697512.608080 + Penalty 2887.678331 = -694624.929749
  nChanged 66
		SP:Iteration 51Q (135681.420000 sec): 3 clusters
  Score: Raw -697540.274478 + Penalty 2887.678331 = -694652.596147
  nChanged 77
		SP:Iteration 52Q (135681.630000 sec): 3 clusters
  Score: Raw -697575.097765 + Penalty 2887.678331 = -694687.419434
  nChanged 83
		SP:Iteration 53Q (135681.830000 sec): 3 clusters
  Score: Raw -697609.795197 + Penalty 2887.678331 = -694722.116866
  nChanged 93
		SP:Iteration 54Q (135682.030000 sec): 3 clusters
  Score: Raw -697645.305502 + Penalty 2887.678331 = -694757.627172
  nChanged 101
		SP:Iteration 55Q (135682.240000 sec): 3 clusters
  Score: Raw -697689.230203 + Penalty 2887.678331 = -694801.551872
  nChanged 119
		SP:Iteration 56Q (135682.360000 sec): 3 clusters
  Score: Raw -697749.340127 + Penalty 2887.678331 = -694861.661796
  nChanged 140
		SP:Iteration 57Q (135682.530000 sec): 3 clusters
  Score: Raw -697826.094656 + Penalty 2887.678331 = -694938.416325
  nChanged 146
		SP:Iteration 58Q (135682.640000 sec): 3 clusters
  Score: Raw -697903.804591 + Penalty 2887.678331 = -695016.126260
  nChanged 132
		SP:Iteration 59Q (135682.830000 sec): 3 clusters
  Score: Raw -697967.938163 + Penalty 2887.678331 = -695080.259832
  nChanged 138
		SP:Iteration 60F (135683.030000 sec): 3 clusters
  Score: Raw -698029.658889 + Penalty 2887.678331 = -695141.980558
  nChanged 110
		SP:Iteration 61Q (135683.240000 sec): 3 clusters
  Score: Raw -698076.222932 + Penalty 2887.678331 = -695188.544601
  nChanged 114
		SP:Iteration 62Q (135683.450000 sec): 3 clusters
  Score: Raw -698126.743483 + Penalty 2887.678331 = -695239.065152
  nChanged 92
		SP:Iteration 63Q (135683.650000 sec): 3 clusters
  Score: Raw -698162.637246 + Penalty 2887.678331 = -695274.958915
  nChanged 85
		SP:Iteration 64Q (135683.860000 sec): 3 clusters
  Score: Raw -698195.489814 + Penalty 2887.678331 = -695307.811483
  nChanged 84
		SP:Iteration 65Q (135684.060000 sec): 3 clusters
  Score: Raw -698228.874933 + Penalty 2887.678331 = -695341.196602
  nChanged 78
		SP:Iteration 66Q (135684.270000 sec): 3 clusters
  Score: Raw -698259.597944 + Penalty 2887.678331 = -695371.919613
  nChanged 75
		SP:Iteration 67Q (135684.380000 sec): 3 clusters
  Score: Raw -698284.643424 + Penalty 2887.678331 = -695396.965093
  nChanged 55
		SP:Iteration 68Q (135684.490000 sec): 3 clusters
  Score: Raw -698298.817529 + Penalty 2887.678331 = -695411.139198
  nChanged 32
		SP:Iteration 69Q (135684.700000 sec): 3 clusters
  Score: Raw -698308.038186 + Penalty 2887.678331 = -695420.359855
  nChanged 31
		SP:Iteration 70Q (135684.910000 sec): 3 clusters
  Score: Raw -698316.989865 + Penalty 2887.678331 = -695429.311534
  nChanged 31
		SP:Iteration 71Q (135685.110000 sec): 3 clusters
  Score: Raw -698324.829638 + Penalty 2887.678331 = -695437.151307
  nChanged 31
		SP:Iteration 72Q (135685.310000 sec): 3 clusters
  Score: Raw -698332.717763 + Penalty 2887.678331 = -695445.039432
  nChanged 21
		SP:Iteration 73Q (135685.510000 sec): 3 clusters
  Score: Raw -698337.026781 + Penalty 2887.678331 = -695449.348450
  nChanged 12
		SP:Iteration 74Q (135685.720000 sec): 3 clusters
  Score: Raw -698339.425959 + Penalty 2887.678331 = -695451.747628
  nChanged 13
		SP:Iteration 75Q (135685.920000 sec): 3 clusters
  Score: Raw -698342.337420 + Penalty 2887.678331 = -695454.659090
  nChanged 11
		SP:Iteration 76Q (135686.120000 sec): 3 clusters
  Score: Raw -698344.659305 + Penalty 2887.678331 = -695456.980974
  nChanged 8
		SP:Iteration 77Q (135686.320000 sec): 3 clusters
  Score: Raw -698346.402310 + Penalty 2887.678331 = -695458.723979
  nChanged 8
		SP:Iteration 78Q (135686.520000 sec): 3 clusters
  Score: Raw -698347.935647 + Penalty 2887.678331 = -695460.257316
  nChanged 8
		SP:Iteration 79Q (135686.720000 sec): 3 clusters
  Score: Raw -698349.408089 + Penalty 2887.678331 = -695461.729758
  nChanged 11
		SP:Iteration 80F (135686.920000 sec): 3 clusters
  Score: Raw -698351.644744 + Penalty 2887.678331 = -695463.966413
  nChanged 7
		SP:Iteration 81Q (135687.130000 sec): 3 clusters
  Score: Raw -698353.243429 + Penalty 2887.678331 = -695465.565098
  nChanged 7
		SP:Iteration 82Q (135687.310000 sec): 3 clusters
  Score: Raw -698354.542833 + Penalty 2887.678331 = -695466.864502
  nChanged 5
		SP:Iteration 83Q (135687.430000 sec): 3 clusters
  Score: Raw -698355.938901 + Penalty 2887.678331 = -695468.260570
  nChanged 5
		SP:Iteration 84Q (135687.650000 sec): 3 clusters
  Score: Raw -698356.917871 + Penalty 2887.678331 = -695469.239540
  nChanged 3
		SP:Iteration 85Q (135687.810000 sec): 3 clusters
  Score: Raw -698357.504659 + Penalty 2887.678331 = -695469.826328
  nChanged 2
		SP:Iteration 86Q (135688.020000 sec): 3 clusters
  Score: Raw -698357.882905 + Penalty 2887.678331 = -695470.204574
  nChanged 1
		SP:Iteration 87Q (135688.230000 sec): 3 clusters
  Score: Raw -698358.037684 + Penalty 2887.678331 = -695470.359353
  nChanged 2
		SP:Iteration 88Q (135688.430000 sec): 3 clusters
  Score: Raw -698358.396064 + Penalty 2887.678331 = -695470.717733
  nChanged 0
		SP:Iteration 89F (135688.630000 sec): 3 clusters
  Score: Raw -698358.396064 + Penalty 2887.678331 = -695470.717733
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 86 (4391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135688.720000 sec): 2 clusters
  Score: Raw -366059.189736 + Penalty 1362.938244 = -364696.251492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135688.890000 sec): 3 clusters
  Score: Raw -363857.923015 + Penalty 2725.876488 = -361132.046527
  nChanged 1829
		SP:Iteration 1F (135689.070000 sec): 3 clusters
  Score: Raw -365240.247076 + Penalty 2725.876488 = -362514.370588
  nChanged 444
		SP:Iteration 2F (135689.250000 sec): 3 clusters
  Score: Raw -365713.240370 + Penalty 2725.876488 = -362987.363882
  nChanged 348
		SP:Iteration 3F (135689.420000 sec): 3 clusters
  Score: Raw -366034.985026 + Penalty 2725.876488 = -363309.108538
  nChanged 275
		SP:Iteration 4F (135689.600000 sec): 3 clusters
  Score: Raw -366244.844124 + Penalty 2725.876488 = -363518.967636
  nChanged 185
		SP:Iteration 5Q (135689.770000 sec): 3 clusters
  Score: Raw -366354.514981 + Penalty 2725.876488 = -363628.638493
  nChanged 128
		SP:Iteration 6Q (135689.950000 sec): 3 clusters
  Score: Raw -366428.038665 + Penalty 2725.876488 = -363702.162177
  nChanged 107
		SP:Iteration 7Q (135690.130000 sec): 3 clusters
  Score: Raw -366487.537866 + Penalty 2725.876488 = -363761.661378
  nChanged 86
		SP:Iteration 8Q (135690.300000 sec): 3 clusters
  Score: Raw -366531.058013 + Penalty 2725.876488 = -363805.181525
  nChanged 76
		SP:Iteration 9Q (135690.480000 sec): 3 clusters
  Score: Raw -366562.793975 + Penalty 2725.876488 = -363836.917487
  nChanged 58
		SP:Iteration 10Q (135690.650000 sec): 3 clusters
  Score: Raw -366583.710817 + Penalty 2725.876488 = -363857.834329
  nChanged 56
		SP:Iteration 11Q (135690.830000 sec): 3 clusters
  Score: Raw -366603.635254 + Penalty 2725.876488 = -363877.758766
  nChanged 66
		SP:Iteration 12Q (135691.010000 sec): 3 clusters
  Score: Raw -366625.404529 + Penalty 2725.876488 = -363899.528041
  nChanged 49
		SP:Iteration 13Q (135691.180000 sec): 3 clusters
  Score: Raw -366641.734525 + Penalty 2725.876488 = -363915.858037
  nChanged 42
		SP:Iteration 14Q (135691.360000 sec): 3 clusters
  Score: Raw -366655.169542 + Penalty 2725.876488 = -363929.293054
  nChanged 37
		SP:Iteration 15Q (135691.530000 sec): 3 clusters
  Score: Raw -366666.923149 + Penalty 2725.876488 = -363941.046661
  nChanged 39
		SP:Iteration 16Q (135691.710000 sec): 3 clusters
  Score: Raw -366680.849204 + Penalty 2725.876488 = -363954.972716
  nChanged 36
		SP:Iteration 17Q (135691.890000 sec): 3 clusters
  Score: Raw -366693.678656 + Penalty 2725.876488 = -363967.802168
  nChanged 26
		SP:Iteration 18Q (135692.060000 sec): 3 clusters
  Score: Raw -366701.949584 + Penalty 2725.876488 = -363976.073096
  nChanged 27
		SP:Iteration 19Q (135692.240000 sec): 3 clusters
  Score: Raw -366708.630887 + Penalty 2725.876488 = -363982.754399
  nChanged 23
		SP:Iteration 20F (135692.420000 sec): 3 clusters
  Score: Raw -366714.198355 + Penalty 2725.876488 = -363988.321867
  nChanged 22
		SP:Iteration 21Q (135692.590000 sec): 3 clusters
  Score: Raw -366718.481180 + Penalty 2725.876488 = -363992.604692
  nChanged 11
		SP:Iteration 22Q (135692.770000 sec): 3 clusters
  Score: Raw -366719.937569 + Penalty 2725.876488 = -363994.061081
  nChanged 6
		SP:Iteration 23Q (135692.940000 sec): 3 clusters
  Score: Raw -366721.414089 + Penalty 2725.876488 = -363995.537601
  nChanged 9
		SP:Iteration 24Q (135693.120000 sec): 3 clusters
  Score: Raw -366722.833747 + Penalty 2725.876488 = -363996.957259
  nChanged 5
		SP:Iteration 25Q (135693.300000 sec): 3 clusters
  Score: Raw -366723.446860 + Penalty 2725.876488 = -363997.570373
  nChanged 6
		SP:Iteration 26Q (135693.470000 sec): 3 clusters
  Score: Raw -366724.170358 + Penalty 2725.876488 = -363998.293870
  nChanged 4
		SP:Iteration 27Q (135693.640000 sec): 3 clusters
  Score: Raw -366725.444690 + Penalty 2725.876488 = -363999.568202
  nChanged 6
		SP:Iteration 28Q (135693.820000 sec): 3 clusters
  Score: Raw -366726.707875 + Penalty 2725.876488 = -364000.831387
  nChanged 8
		SP:Iteration 29Q (135694.000000 sec): 3 clusters
  Score: Raw -366728.544028 + Penalty 2725.876488 = -364002.667540
  nChanged 6
		SP:Iteration 30Q (135694.170000 sec): 3 clusters
  Score: Raw -366730.538532 + Penalty 2725.876488 = -364004.662044
  nChanged 8
		SP:Iteration 31Q (135694.350000 sec): 3 clusters
  Score: Raw -366733.161217 + Penalty 2725.876488 = -364007.284729
  nChanged 7
		SP:Iteration 32Q (135694.520000 sec): 3 clusters
  Score: Raw -366734.568487 + Penalty 2725.876488 = -364008.691999
  nChanged 7
		SP:Iteration 33Q (135694.680000 sec): 3 clusters
  Score: Raw -366735.873125 + Penalty 2725.876488 = -364009.996637
  nChanged 5
		SP:Iteration 34Q (135694.760000 sec): 3 clusters
  Score: Raw -366736.484929 + Penalty 2725.876488 = -364010.608441
  nChanged 2
		SP:Iteration 35Q (135694.840000 sec): 3 clusters
  Score: Raw -366736.690337 + Penalty 2725.876488 = -364010.813849
  nChanged 2
		SP:Iteration 36Q (135694.930000 sec): 3 clusters
  Score: Raw -366737.618715 + Penalty 2725.876488 = -364011.742227
  nChanged 6
		SP:Iteration 37Q (135695.010000 sec): 3 clusters
  Score: Raw -366739.030751 + Penalty 2725.876488 = -364013.154263
  nChanged 3
		SP:Iteration 38Q (135695.090000 sec): 3 clusters
  Score: Raw -366739.882009 + Penalty 2725.876488 = -364014.005521
  nChanged 2
		SP:Iteration 39Q (135695.170000 sec): 3 clusters
  Score: Raw -366740.192082 + Penalty 2725.876488 = -364014.315594
  nChanged 2
		SP:Iteration 40F (135695.250000 sec): 3 clusters
  Score: Raw -366740.442476 + Penalty 2725.876488 = -364014.565988
  nChanged 3
		SP:Iteration 41Q (135695.340000 sec): 3 clusters
  Score: Raw -366741.131005 + Penalty 2725.876488 = -364015.254517
  nChanged 6
		SP:Iteration 42Q (135695.420000 sec): 3 clusters
  Score: Raw -366742.050729 + Penalty 2725.876488 = -364016.174241
  nChanged 5
		SP:Iteration 43Q (135695.500000 sec): 3 clusters
  Score: Raw -366743.544143 + Penalty 2725.876488 = -364017.667655
  nChanged 4
		SP:Iteration 44Q (135695.580000 sec): 3 clusters
  Score: Raw -366744.629040 + Penalty 2725.876488 = -364018.752552
  nChanged 4
		SP:Iteration 45Q (135695.660000 sec): 3 clusters
  Score: Raw -366745.871749 + Penalty 2725.876488 = -364019.995261
  nChanged 4
		SP:Iteration 46Q (135695.740000 sec): 3 clusters
  Score: Raw -366746.779963 + Penalty 2725.876488 = -364020.903475
  nChanged 1
		SP:Iteration 47Q (135695.820000 sec): 3 clusters
  Score: Raw -366746.991336 + Penalty 2725.876488 = -364021.114848
  nChanged 3
		SP:Iteration 48Q (135695.910000 sec): 3 clusters
  Score: Raw -366747.464236 + Penalty 2725.876488 = -364021.587748
  nChanged 2
		SP:Iteration 49Q (135695.990000 sec): 3 clusters
  Score: Raw -366747.815775 + Penalty 2725.876488 = -364021.939287
  nChanged 1
		SP:Iteration 50Q (135696.070000 sec): 3 clusters
  Score: Raw -366747.885307 + Penalty 2725.876488 = -364022.008819
  nChanged 2
		SP:Iteration 51Q (135696.150000 sec): 3 clusters
  Score: Raw -366748.137987 + Penalty 2725.876488 = -364022.261499
  nChanged 2
		SP:Iteration 52Q (135696.240000 sec): 3 clusters
  Score: Raw -366748.697602 + Penalty 2725.876488 = -364022.821114
  nChanged 2
		SP:Iteration 53Q (135696.320000 sec): 3 clusters
  Score: Raw -366749.057468 + Penalty 2725.876488 = -364023.180980
  nChanged 2
		SP:Iteration 54Q (135696.400000 sec): 3 clusters
  Score: Raw -366749.572123 + Penalty 2725.876488 = -364023.695636
  nChanged 2
		SP:Iteration 55Q (135696.480000 sec): 3 clusters
  Score: Raw -366750.307577 + Penalty 2725.876488 = -364024.431089
  nChanged 1
		SP:Iteration 56Q (135696.560000 sec): 3 clusters
  Score: Raw -366750.568974 + Penalty 2725.876488 = -364024.692486
  nChanged 0
		SP:Iteration 57F (135696.640000 sec): 3 clusters
  Score: Raw -366750.568974 + Penalty 2725.876488 = -364024.692486
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 87 (2130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135696.700000 sec): 2 clusters
  Score: Raw -174237.517849 + Penalty 1245.380055 = -172992.137794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135696.740000 sec): 3 clusters
  Score: Raw -173321.810851 + Penalty 2490.760109 = -170831.050742
  nChanged 777
		SP:Iteration 1F (135696.790000 sec): 3 clusters
  Score: Raw -173940.701799 + Penalty 2490.760109 = -171449.941690
  nChanged 227
		SP:Iteration 2F (135696.830000 sec): 3 clusters
  Score: Raw -174188.282849 + Penalty 2490.760109 = -171697.522739
  nChanged 158
		SP:Iteration 3F (135696.870000 sec): 3 clusters
  Score: Raw -174368.547691 + Penalty 2490.760109 = -171877.787581
  nChanged 132
		SP:Iteration 4F (135696.920000 sec): 3 clusters
  Score: Raw -174518.131281 + Penalty 2490.760109 = -172027.371172
  nChanged 101
		SP:Iteration 5Q (135696.960000 sec): 3 clusters
  Score: Raw -174602.794955 + Penalty 2490.760109 = -172112.034846
  nChanged 55
		SP:Iteration 6Q (135697.000000 sec): 3 clusters
  Score: Raw -174643.206761 + Penalty 2490.760109 = -172152.446651
  nChanged 39
		SP:Iteration 7Q (135697.040000 sec): 3 clusters
  Score: Raw -174669.201682 + Penalty 2490.760109 = -172178.441573
  nChanged 30
		SP:Iteration 8Q (135697.080000 sec): 3 clusters
  Score: Raw -174687.606624 + Penalty 2490.760109 = -172196.846515
  nChanged 26
		SP:Iteration 9Q (135697.130000 sec): 3 clusters
  Score: Raw -174708.235639 + Penalty 2490.760109 = -172217.475530
  nChanged 19
		SP:Iteration 10Q (135697.170000 sec): 3 clusters
  Score: Raw -174716.665263 + Penalty 2490.760109 = -172225.905154
  nChanged 18
		SP:Iteration 11Q (135697.210000 sec): 3 clusters
  Score: Raw -174726.607580 + Penalty 2490.760109 = -172235.847471
  nChanged 13
		SP:Iteration 12Q (135697.260000 sec): 3 clusters
  Score: Raw -174735.036804 + Penalty 2490.760109 = -172244.276695
  nChanged 13
		SP:Iteration 13Q (135697.300000 sec): 3 clusters
  Score: Raw -174741.062962 + Penalty 2490.760109 = -172250.302853
  nChanged 10
		SP:Iteration 14Q (135697.340000 sec): 3 clusters
  Score: Raw -174745.670878 + Penalty 2490.760109 = -172254.910769
  nChanged 2
		SP:Iteration 15Q (135697.380000 sec): 3 clusters
  Score: Raw -174746.513557 + Penalty 2490.760109 = -172255.753448
  nChanged 3
		SP:Iteration 16Q (135697.420000 sec): 3 clusters
  Score: Raw -174747.652773 + Penalty 2490.760109 = -172256.892664
  nChanged 1
		SP:Iteration 17Q (135697.530000 sec): 3 clusters
  Score: Raw -174748.150174 + Penalty 2490.760109 = -172257.390065
  nChanged 0
		SP:Iteration 18F (135697.580000 sec): 3 clusters
  Score: Raw -174748.150174 + Penalty 2490.760109 = -172257.390065
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 88 (6500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135697.720000 sec): 2 clusters
  Score: Raw -560093.574654 + Penalty 1426.678087 = -558666.896567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135697.900000 sec): 3 clusters
  Score: Raw -556601.604351 + Penalty 2853.356173 = -553748.248178
  nChanged 2719
		SP:Iteration 1F (135698.110000 sec): 3 clusters
  Score: Raw -558176.713195 + Penalty 2853.356173 = -555323.357022
  nChanged 514
		SP:Iteration 2F (135698.280000 sec): 3 clusters
  Score: Raw -558483.198272 + Penalty 2853.356173 = -555629.842099
  nChanged 413
		SP:Iteration 3F (135698.460000 sec): 3 clusters
  Score: Raw -558710.879926 + Penalty 2853.356173 = -555857.523753
  nChanged 324
		SP:Iteration 4Q (135698.670000 sec): 3 clusters
  Score: Raw -558894.131420 + Penalty 2853.356173 = -556040.775247
  nChanged 296
		SP:Iteration 5Q (135698.860000 sec): 3 clusters
  Score: Raw -559057.051013 + Penalty 2853.356173 = -556203.694840
  nChanged 241
		SP:Iteration 6Q (135699.060000 sec): 3 clusters
  Score: Raw -559186.716539 + Penalty 2853.356173 = -556333.360366
  nChanged 216
		SP:Iteration 7Q (135699.230000 sec): 3 clusters
  Score: Raw -559304.859942 + Penalty 2853.356173 = -556451.503769
  nChanged 193
		SP:Iteration 8Q (135699.430000 sec): 3 clusters
  Score: Raw -559413.484144 + Penalty 2853.356173 = -556560.127971
  nChanged 194
		SP:Iteration 9Q (135699.640000 sec): 3 clusters
  Score: Raw -559521.811183 + Penalty 2853.356173 = -556668.455010
  nChanged 187
		SP:Iteration 10Q (135699.840000 sec): 3 clusters
  Score: Raw -559619.936916 + Penalty 2853.356173 = -556766.580743
  nChanged 178
		SP:Iteration 11Q (135700.050000 sec): 3 clusters
  Score: Raw -559715.002370 + Penalty 2853.356173 = -556861.646197
  nChanged 166
		SP:Iteration 12Q (135700.260000 sec): 3 clusters
  Score: Raw -559800.565386 + Penalty 2853.356173 = -556947.209213
  nChanged 148
		SP:Iteration 13Q (135700.470000 sec): 3 clusters
  Score: Raw -559869.318876 + Penalty 2853.356173 = -557015.962703
  nChanged 144
		SP:Iteration 14Q (135700.670000 sec): 3 clusters
  Score: Raw -559926.826728 + Penalty 2853.356173 = -557073.470555
  nChanged 110
		SP:Iteration 15Q (135700.880000 sec): 3 clusters
  Score: Raw -559966.736012 + Penalty 2853.356173 = -557113.379839
  nChanged 87
		SP:Iteration 16Q (135701.070000 sec): 3 clusters
  Score: Raw -559995.491711 + Penalty 2853.356173 = -557142.135538
  nChanged 75
		SP:Iteration 17Q (135701.280000 sec): 3 clusters
  Score: Raw -560026.202296 + Penalty 2853.356173 = -557172.846123
  nChanged 69
		SP:Iteration 18Q (135701.440000 sec): 3 clusters
  Score: Raw -560052.738021 + Penalty 2853.356173 = -557199.381847
  nChanged 67
		SP:Iteration 19Q (135701.600000 sec): 3 clusters
  Score: Raw -560075.309260 + Penalty 2853.356173 = -557221.953087
  nChanged 67
		SP:Iteration 20F (135701.770000 sec): 3 clusters
  Score: Raw -560096.738338 + Penalty 2853.356173 = -557243.382165
  nChanged 67
		SP:Iteration 21Q (135701.980000 sec): 3 clusters
  Score: Raw -560114.127429 + Penalty 2853.356173 = -557260.771256
  nChanged 49
		SP:Iteration 22Q (135702.140000 sec): 3 clusters
  Score: Raw -560127.308520 + Penalty 2853.356173 = -557273.952347
  nChanged 41
		SP:Iteration 23Q (135702.300000 sec): 3 clusters
  Score: Raw -560135.891818 + Penalty 2853.356173 = -557282.535645
  nChanged 27
		SP:Iteration 24Q (135702.470000 sec): 3 clusters
  Score: Raw -560142.863163 + Penalty 2853.356173 = -557289.506990
  nChanged 25
		SP:Iteration 25Q (135702.630000 sec): 3 clusters
  Score: Raw -560148.991279 + Penalty 2853.356173 = -557295.635105
  nChanged 25
		SP:Iteration 26Q (135702.800000 sec): 3 clusters
  Score: Raw -560154.380418 + Penalty 2853.356173 = -557301.024245
  nChanged 16
		SP:Iteration 27Q (135702.960000 sec): 3 clusters
  Score: Raw -560157.290441 + Penalty 2853.356173 = -557303.934268
  nChanged 7
		SP:Iteration 28Q (135703.120000 sec): 3 clusters
  Score: Raw -560158.696590 + Penalty 2853.356173 = -557305.340417
  nChanged 9
		SP:Iteration 29Q (135703.340000 sec): 3 clusters
  Score: Raw -560160.282958 + Penalty 2853.356173 = -557306.926785
  nChanged 10
		SP:Iteration 30Q (135703.500000 sec): 3 clusters
  Score: Raw -560161.272102 + Penalty 2853.356173 = -557307.915928
  nChanged 2
		SP:Iteration 31Q (135703.660000 sec): 3 clusters
  Score: Raw -560161.808566 + Penalty 2853.356173 = -557308.452393
  nChanged 4
		SP:Iteration 32Q (135703.830000 sec): 3 clusters
  Score: Raw -560162.256142 + Penalty 2853.356173 = -557308.899969
  nChanged 2
		SP:Iteration 33Q (135703.990000 sec): 3 clusters
  Score: Raw -560162.374820 + Penalty 2853.356173 = -557309.018647
  nChanged 2
		SP:Iteration 34Q (135704.160000 sec): 3 clusters
  Score: Raw -560162.540423 + Penalty 2853.356173 = -557309.184249
  nChanged 1
		SP:Iteration 35Q (135704.320000 sec): 3 clusters
  Score: Raw -560162.712340 + Penalty 2853.356173 = -557309.356167
  nChanged 1
		SP:Iteration 36Q (135704.480000 sec): 3 clusters
  Score: Raw -560162.828159 + Penalty 2853.356173 = -557309.471986
  nChanged 4
		SP:Iteration 37Q (135704.650000 sec): 3 clusters
  Score: Raw -560163.405259 + Penalty 2853.356173 = -557310.049086
  nChanged 10
		SP:Iteration 38Q (135704.810000 sec): 3 clusters
  Score: Raw -560165.029163 + Penalty 2853.356173 = -557311.672990
  nChanged 8
		SP:Iteration 39Q (135704.980000 sec): 3 clusters
  Score: Raw -560166.135731 + Penalty 2853.356173 = -557312.779557
  nChanged 9
		SP:Iteration 40F (135705.180000 sec): 3 clusters
  Score: Raw -560167.704001 + Penalty 2853.356173 = -557314.347828
  nChanged 4
		SP:Iteration 41Q (135705.350000 sec): 3 clusters
  Score: Raw -560168.241129 + Penalty 2853.356173 = -557314.884956
  nChanged 4
		SP:Iteration 42Q (135705.510000 sec): 3 clusters
  Score: Raw -560168.923228 + Penalty 2853.356173 = -557315.567055
  nChanged 4
		SP:Iteration 43Q (135705.680000 sec): 3 clusters
  Score: Raw -560169.905767 + Penalty 2853.356173 = -557316.549594
  nChanged 0
		SP:Iteration 44F (135705.890000 sec): 3 clusters
  Score: Raw -560169.905767 + Penalty 2853.356173 = -557316.549594
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 89 (10015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135706.040000 sec): 2 clusters
  Score: Raw -916369.078513 + Penalty 1496.923878 = -914872.154635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135706.290000 sec): 3 clusters
  Score: Raw -910667.560540 + Penalty 2993.847756 = -907673.712784
  nChanged 4345
		SP:Iteration 1F (135706.520000 sec): 3 clusters
  Score: Raw -913170.550081 + Penalty 2993.847756 = -910176.702326
  nChanged 809
		SP:Iteration 2F (135706.780000 sec): 3 clusters
  Score: Raw -913701.394810 + Penalty 2993.847756 = -910707.547055
  nChanged 770
		SP:Iteration 3F (135706.970000 sec): 3 clusters
  Score: Raw -914212.489476 + Penalty 2993.847756 = -911218.641721
  nChanged 650
		SP:Iteration 4F (135707.200000 sec): 3 clusters
  Score: Raw -914612.711053 + Penalty 2993.847756 = -911618.863297
  nChanged 569
		SP:Iteration 5F (135707.420000 sec): 3 clusters
  Score: Raw -914967.068498 + Penalty 2993.847756 = -911973.220742
  nChanged 487
		SP:Iteration 6Q (135707.640000 sec): 3 clusters
  Score: Raw -915249.720314 + Penalty 2993.847756 = -912255.872559
  nChanged 412
		SP:Iteration 7Q (135707.860000 sec): 3 clusters
  Score: Raw -915478.238125 + Penalty 2993.847756 = -912484.390369
  nChanged 364
		SP:Iteration 8Q (135708.090000 sec): 3 clusters
  Score: Raw -915667.201675 + Penalty 2993.847756 = -912673.353919
  nChanged 274
		SP:Iteration 9Q (135708.310000 sec): 3 clusters
  Score: Raw -915785.921861 + Penalty 2993.847756 = -912792.074105
  nChanged 235
		SP:Iteration 10Q (135708.570000 sec): 3 clusters
  Score: Raw -915886.193108 + Penalty 2993.847756 = -912892.345353
  nChanged 190
		SP:Iteration 11Q (135708.720000 sec): 3 clusters
  Score: Raw -915960.939361 + Penalty 2993.847756 = -912967.091606
  nChanged 174
		SP:Iteration 12Q (135708.870000 sec): 3 clusters
  Score: Raw -916021.970759 + Penalty 2993.847756 = -913028.123004
  nChanged 152
		SP:Iteration 13Q (135709.090000 sec): 3 clusters
  Score: Raw -916072.591774 + Penalty 2993.847756 = -913078.744018
  nChanged 155
		SP:Iteration 14Q (135709.350000 sec): 3 clusters
  Score: Raw -916122.062879 + Penalty 2993.847756 = -913128.215123
  nChanged 149
		SP:Iteration 15Q (135709.490000 sec): 3 clusters
  Score: Raw -916167.103376 + Penalty 2993.847756 = -913173.255620
  nChanged 130
		SP:Iteration 16Q (135709.640000 sec): 3 clusters
  Score: Raw -916203.415316 + Penalty 2993.847756 = -913209.567560
  nChanged 121
		SP:Iteration 17Q (135709.790000 sec): 3 clusters
  Score: Raw -916236.573441 + Penalty 2993.847756 = -913242.725685
  nChanged 120
		SP:Iteration 18Q (135710.020000 sec): 3 clusters
  Score: Raw -916266.998177 + Penalty 2993.847756 = -913273.150421
  nChanged 112
		SP:Iteration 19Q (135710.250000 sec): 3 clusters
  Score: Raw -916296.909339 + Penalty 2993.847756 = -913303.061584
  nChanged 107
		SP:Iteration 20F (135710.520000 sec): 3 clusters
  Score: Raw -916324.991241 + Penalty 2993.847756 = -913331.143486
  nChanged 110
		SP:Iteration 21Q (135710.740000 sec): 3 clusters
  Score: Raw -916351.610721 + Penalty 2993.847756 = -913357.762966
  nChanged 93
		SP:Iteration 22Q (135710.980000 sec): 3 clusters
  Score: Raw -916371.956297 + Penalty 2993.847756 = -913378.108541
  nChanged 85
		SP:Iteration 23Q (135711.200000 sec): 3 clusters
  Score: Raw -916391.391172 + Penalty 2993.847756 = -913397.543417
  nChanged 97
		SP:Iteration 24Q (135711.440000 sec): 3 clusters
  Score: Raw -916414.246011 + Penalty 2993.847756 = -913420.398255
  nChanged 92
		SP:Iteration 25Q (135711.670000 sec): 3 clusters
  Score: Raw -916435.384548 + Penalty 2993.847756 = -913441.536792
  nChanged 106
		SP:Iteration 26Q (135711.900000 sec): 3 clusters
  Score: Raw -916464.911855 + Penalty 2993.847756 = -913471.064099
  nChanged 102
		SP:Iteration 27Q (135712.120000 sec): 3 clusters
  Score: Raw -916491.160270 + Penalty 2993.847756 = -913497.312514
  nChanged 92
		SP:Iteration 28Q (135712.350000 sec): 3 clusters
  Score: Raw -916513.940260 + Penalty 2993.847756 = -913520.092504
  nChanged 88
		SP:Iteration 29Q (135712.580000 sec): 3 clusters
  Score: Raw -916538.176323 + Penalty 2993.847756 = -913544.328567
  nChanged 100
		SP:Iteration 30Q (135712.810000 sec): 3 clusters
  Score: Raw -916565.025283 + Penalty 2993.847756 = -913571.177527
  nChanged 100
		SP:Iteration 31Q (135713.030000 sec): 3 clusters
  Score: Raw -916589.794179 + Penalty 2993.847756 = -913595.946423
  nChanged 83
		SP:Iteration 32Q (135713.240000 sec): 3 clusters
  Score: Raw -916613.697061 + Penalty 2993.847756 = -913619.849305
  nChanged 99
		SP:Iteration 33Q (135713.420000 sec): 3 clusters
  Score: Raw -916643.661975 + Penalty 2993.847756 = -913649.814219
  nChanged 91
		SP:Iteration 34Q (135713.560000 sec): 3 clusters
  Score: Raw -916672.112773 + Penalty 2993.847756 = -913678.265018
  nChanged 86
		SP:Iteration 35Q (135713.700000 sec): 3 clusters
  Score: Raw -916696.836832 + Penalty 2993.847756 = -913702.989076
  nChanged 75
		SP:Iteration 36Q (135713.850000 sec): 3 clusters
  Score: Raw -916716.839362 + Penalty 2993.847756 = -913722.991606
  nChanged 75
		SP:Iteration 37Q (135714.060000 sec): 3 clusters
  Score: Raw -916735.906404 + Penalty 2993.847756 = -913742.058648
  nChanged 79
		SP:Iteration 38Q (135714.200000 sec): 3 clusters
  Score: Raw -916756.956018 + Penalty 2993.847756 = -913763.108262
  nChanged 68
		SP:Iteration 39Q (135714.350000 sec): 3 clusters
  Score: Raw -916773.850625 + Penalty 2993.847756 = -913780.002869
  nChanged 59
		SP:Iteration 40F (135714.500000 sec): 3 clusters
  Score: Raw -916788.442194 + Penalty 2993.847756 = -913794.594439
  nChanged 53
		SP:Iteration 41Q (135714.660000 sec): 3 clusters
  Score: Raw -916801.351422 + Penalty 2993.847756 = -913807.503666
  nChanged 48
		SP:Iteration 42Q (135714.820000 sec): 3 clusters
  Score: Raw -916811.948802 + Penalty 2993.847756 = -913818.101047
  nChanged 43
		SP:Iteration 43Q (135714.960000 sec): 3 clusters
  Score: Raw -916821.770945 + Penalty 2993.847756 = -913827.923189
  nChanged 37
		SP:Iteration 44Q (135715.110000 sec): 3 clusters
  Score: Raw -916830.197782 + Penalty 2993.847756 = -913836.350026
  nChanged 29
		SP:Iteration 45Q (135715.260000 sec): 3 clusters
  Score: Raw -916837.763594 + Penalty 2993.847756 = -913843.915838
  nChanged 29
		SP:Iteration 46Q (135715.400000 sec): 3 clusters
  Score: Raw -916845.175187 + Penalty 2993.847756 = -913851.327431
  nChanged 27
		SP:Iteration 47Q (135715.540000 sec): 3 clusters
  Score: Raw -916851.589226 + Penalty 2993.847756 = -913857.741470
  nChanged 31
		SP:Iteration 48Q (135715.700000 sec): 3 clusters
  Score: Raw -916859.325655 + Penalty 2993.847756 = -913865.477900
  nChanged 34
		SP:Iteration 49Q (135715.830000 sec): 3 clusters
  Score: Raw -916869.366682 + Penalty 2993.847756 = -913875.518926
  nChanged 30
		SP:Iteration 50Q (135715.980000 sec): 3 clusters
  Score: Raw -916877.707420 + Penalty 2993.847756 = -913883.859664
  nChanged 38
		SP:Iteration 51Q (135716.140000 sec): 3 clusters
  Score: Raw -916889.101213 + Penalty 2993.847756 = -913895.253457
  nChanged 37
		SP:Iteration 52Q (135716.370000 sec): 3 clusters
  Score: Raw -916899.313827 + Penalty 2993.847756 = -913905.466071
  nChanged 34
		SP:Iteration 53Q (135716.680000 sec): 3 clusters
  Score: Raw -916910.153811 + Penalty 2993.847756 = -913916.306055
  nChanged 33
		SP:Iteration 54Q (135716.910000 sec): 3 clusters
  Score: Raw -916921.976971 + Penalty 2993.847756 = -913928.129215
  nChanged 28
		SP:Iteration 55Q (135717.100000 sec): 3 clusters
  Score: Raw -916929.950138 + Penalty 2993.847756 = -913936.102382
  nChanged 29
		SP:Iteration 56Q (135717.330000 sec): 3 clusters
  Score: Raw -916937.729163 + Penalty 2993.847756 = -913943.881407
  nChanged 22
		SP:Iteration 57Q (135717.550000 sec): 3 clusters
  Score: Raw -916945.575008 + Penalty 2993.847756 = -913951.727252
  nChanged 21
		SP:Iteration 58Q (135717.790000 sec): 3 clusters
  Score: Raw -916951.648298 + Penalty 2993.847756 = -913957.800542
  nChanged 27
		SP:Iteration 59Q (135718.010000 sec): 3 clusters
  Score: Raw -916960.429389 + Penalty 2993.847756 = -913966.581633
  nChanged 24
		SP:Iteration 60F (135718.250000 sec): 3 clusters
  Score: Raw -916966.518310 + Penalty 2993.847756 = -913972.670554
  nChanged 14
		SP:Iteration 61Q (135718.470000 sec): 3 clusters
  Score: Raw -916970.195762 + Penalty 2993.847756 = -913976.348007
  nChanged 10
		SP:Iteration 62Q (135718.710000 sec): 3 clusters
  Score: Raw -916972.474954 + Penalty 2993.847756 = -913978.627199
  nChanged 11
		SP:Iteration 63Q (135718.930000 sec): 3 clusters
  Score: Raw -916975.381040 + Penalty 2993.847756 = -913981.533285
  nChanged 13
		SP:Iteration 64Q (135719.160000 sec): 3 clusters
  Score: Raw -916979.167040 + Penalty 2993.847756 = -913985.319284
  nChanged 15
		SP:Iteration 65Q (135719.380000 sec): 3 clusters
  Score: Raw -916982.679983 + Penalty 2993.847756 = -913988.832227
  nChanged 12
		SP:Iteration 66Q (135719.580000 sec): 3 clusters
  Score: Raw -916985.565113 + Penalty 2993.847756 = -913991.717358
  nChanged 9
		SP:Iteration 67Q (135719.810000 sec): 3 clusters
  Score: Raw -916987.256256 + Penalty 2993.847756 = -913993.408501
  nChanged 5
		SP:Iteration 68Q (135720.130000 sec): 3 clusters
  Score: Raw -916988.138763 + Penalty 2993.847756 = -913994.291008
  nChanged 4
		SP:Iteration 69Q (135720.310000 sec): 3 clusters
  Score: Raw -916988.756135 + Penalty 2993.847756 = -913994.908380
  nChanged 5
		SP:Iteration 70Q (135720.530000 sec): 3 clusters
  Score: Raw -916989.866972 + Penalty 2993.847756 = -913996.019216
  nChanged 6
		SP:Iteration 71Q (135720.770000 sec): 3 clusters
  Score: Raw -916991.468814 + Penalty 2993.847756 = -913997.621058
  nChanged 7
		SP:Iteration 72Q (135721.000000 sec): 3 clusters
  Score: Raw -916993.336379 + Penalty 2993.847756 = -913999.488623
  nChanged 8
		SP:Iteration 73Q (135721.230000 sec): 3 clusters
  Score: Raw -916995.084764 + Penalty 2993.847756 = -914001.237009
  nChanged 11
		SP:Iteration 74Q (135721.460000 sec): 3 clusters
  Score: Raw -916997.116453 + Penalty 2993.847756 = -914003.268698
  nChanged 13
		SP:Iteration 75Q (135721.690000 sec): 3 clusters
  Score: Raw -917000.018410 + Penalty 2993.847756 = -914006.170654
  nChanged 16
		SP:Iteration 76Q (135721.920000 sec): 3 clusters
  Score: Raw -917003.280812 + Penalty 2993.847756 = -914009.433057
  nChanged 12
		SP:Iteration 77Q (135722.150000 sec): 3 clusters
  Score: Raw -917005.835242 + Penalty 2993.847756 = -914011.987486
  nChanged 12
		SP:Iteration 78Q (135722.380000 sec): 3 clusters
  Score: Raw -917008.087180 + Penalty 2993.847756 = -914014.239424
  nChanged 6
		SP:Iteration 79Q (135722.610000 sec): 3 clusters
  Score: Raw -917009.463288 + Penalty 2993.847756 = -914015.615533
  nChanged 9
		SP:Iteration 80F (135722.840000 sec): 3 clusters
  Score: Raw -917011.026233 + Penalty 2993.847756 = -914017.178477
  nChanged 7
		SP:Iteration 81Q (135723.070000 sec): 3 clusters
  Score: Raw -917012.210247 + Penalty 2993.847756 = -914018.362491
  nChanged 7
		SP:Iteration 82Q (135723.300000 sec): 3 clusters
  Score: Raw -917013.380130 + Penalty 2993.847756 = -914019.532375
  nChanged 6
		SP:Iteration 83Q (135723.530000 sec): 3 clusters
  Score: Raw -917014.558837 + Penalty 2993.847756 = -914020.711082
  nChanged 3
		SP:Iteration 84Q (135723.760000 sec): 3 clusters
  Score: Raw -917015.171498 + Penalty 2993.847756 = -914021.323742
  nChanged 4
		SP:Iteration 85Q (135724.000000 sec): 3 clusters
  Score: Raw -917015.841957 + Penalty 2993.847756 = -914021.994201
  nChanged 4
		SP:Iteration 86Q (135724.220000 sec): 3 clusters
  Score: Raw -917016.614566 + Penalty 2993.847756 = -914022.766811
  nChanged 2
		SP:Iteration 87Q (135724.450000 sec): 3 clusters
  Score: Raw -917016.941364 + Penalty 2993.847756 = -914023.093608
  nChanged 4
		SP:Iteration 88Q (135724.680000 sec): 3 clusters
  Score: Raw -917017.667423 + Penalty 2993.847756 = -914023.819667
  nChanged 3
		SP:Iteration 89Q (135724.910000 sec): 3 clusters
  Score: Raw -917018.221218 + Penalty 2993.847756 = -914024.373462
  nChanged 5
		SP:Iteration 90Q (135725.140000 sec): 3 clusters
  Score: Raw -917019.102628 + Penalty 2993.847756 = -914025.254872
  nChanged 1
		SP:Iteration 91Q (135725.370000 sec): 3 clusters
  Score: Raw -917019.378887 + Penalty 2993.847756 = -914025.531131
  nChanged 1
		SP:Iteration 92Q (135725.600000 sec): 3 clusters
  Score: Raw -917019.754587 + Penalty 2993.847756 = -914025.906832
  nChanged 0
		SP:Iteration 93F (135725.830000 sec): 3 clusters
  Score: Raw -917019.754587 + Penalty 2993.847756 = -914025.906832
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 90 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135725.910000 sec): 2 clusters
  Score: Raw -31780.478170 + Penalty 999.126098 = -30781.352072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135726.090000 sec): 3 clusters
  Score: Raw -31771.791854 + Penalty 1998.252196 = -29773.539658
  nChanged 126
		SP:Iteration 1F (135726.260000 sec): 3 clusters
  Score: Raw -32012.823256 + Penalty 1998.252196 = -30014.571060
  nChanged 33
		SP:Iteration 2F (135726.440000 sec): 3 clusters
  Score: Raw -32085.441616 + Penalty 1998.252196 = -30087.189420
  nChanged 21
		SP:Iteration 3Q (135726.610000 sec): 3 clusters
  Score: Raw -32124.706800 + Penalty 1998.252196 = -30126.454603
  nChanged 8
		SP:Iteration 4Q (135726.790000 sec): 3 clusters
  Score: Raw -32140.210695 + Penalty 1998.252196 = -30141.958499
  nChanged 6
		SP:Iteration 5Q (135726.960000 sec): 3 clusters
  Score: Raw -32149.601305 + Penalty 1998.252196 = -30151.349109
  nChanged 2
		SP:Iteration 6Q (135727.140000 sec): 3 clusters
  Score: Raw -32151.657697 + Penalty 1998.252196 = -30153.405501
  nChanged 0
		SP:Iteration 7F (135727.320000 sec): 3 clusters
  Score: Raw -32151.657697 + Penalty 1998.252196 = -30153.405501
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 91 (4052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135727.420000 sec): 2 clusters
  Score: Raw -324131.799008 + Penalty 1349.881953 = -322781.917055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135727.590000 sec): 3 clusters
  Score: Raw -322130.404957 + Penalty 2699.763906 = -319430.641050
  nChanged 1589
		SP:Iteration 1F (135727.770000 sec): 3 clusters
  Score: Raw -323160.203414 + Penalty 2699.763906 = -320460.439508
  nChanged 362
		SP:Iteration 2F (135727.940000 sec): 3 clusters
  Score: Raw -323463.578433 + Penalty 2699.763906 = -320763.814527
  nChanged 266
		SP:Iteration 3F (135728.120000 sec): 3 clusters
  Score: Raw -323659.242685 + Penalty 2699.763906 = -320959.478779
  nChanged 200
		SP:Iteration 4Q (135728.300000 sec): 3 clusters
  Score: Raw -323788.285858 + Penalty 2699.763906 = -321088.521952
  nChanged 163
		SP:Iteration 5Q (135728.470000 sec): 3 clusters
  Score: Raw -323879.967238 + Penalty 2699.763906 = -321180.203332
  nChanged 124
		SP:Iteration 6Q (135728.650000 sec): 3 clusters
  Score: Raw -323950.633716 + Penalty 2699.763906 = -321250.869810
  nChanged 112
		SP:Iteration 7Q (135728.820000 sec): 3 clusters
  Score: Raw -324016.878485 + Penalty 2699.763906 = -321317.114579
  nChanged 103
		SP:Iteration 8Q (135729.000000 sec): 3 clusters
  Score: Raw -324072.608879 + Penalty 2699.763906 = -321372.844973
  nChanged 96
		SP:Iteration 9Q (135729.180000 sec): 3 clusters
  Score: Raw -324121.357886 + Penalty 2699.763906 = -321421.593980
  nChanged 90
		SP:Iteration 10Q (135729.350000 sec): 3 clusters
  Score: Raw -324180.952425 + Penalty 2699.763906 = -321481.188519
  nChanged 84
		SP:Iteration 11Q (135729.530000 sec): 3 clusters
  Score: Raw -324228.525962 + Penalty 2699.763906 = -321528.762055
  nChanged 84
		SP:Iteration 12Q (135729.700000 sec): 3 clusters
  Score: Raw -324279.885551 + Penalty 2699.763906 = -321580.121645
  nChanged 77
		SP:Iteration 13Q (135729.880000 sec): 3 clusters
  Score: Raw -324319.348332 + Penalty 2699.763906 = -321619.584426
  nChanged 66
		SP:Iteration 14Q (135730.060000 sec): 3 clusters
  Score: Raw -324348.587283 + Penalty 2699.763906 = -321648.823377
  nChanged 47
		SP:Iteration 15Q (135730.230000 sec): 3 clusters
  Score: Raw -324362.920571 + Penalty 2699.763906 = -321663.156665
  nChanged 25
		SP:Iteration 16Q (135730.410000 sec): 3 clusters
  Score: Raw -324372.452387 + Penalty 2699.763906 = -321672.688481
  nChanged 23
		SP:Iteration 17Q (135730.580000 sec): 3 clusters
  Score: Raw -324379.730363 + Penalty 2699.763906 = -321679.966457
  nChanged 14
		SP:Iteration 18Q (135730.760000 sec): 3 clusters
  Score: Raw -324384.522173 + Penalty 2699.763906 = -321684.758267
  nChanged 15
		SP:Iteration 19Q (135730.930000 sec): 3 clusters
  Score: Raw -324390.157231 + Penalty 2699.763906 = -321690.393325
  nChanged 14
		SP:Iteration 20F (135731.110000 sec): 3 clusters
  Score: Raw -324396.411769 + Penalty 2699.763906 = -321696.647863
  nChanged 20
		SP:Iteration 21Q (135731.280000 sec): 3 clusters
  Score: Raw -324406.649236 + Penalty 2699.763906 = -321706.885330
  nChanged 29
		SP:Iteration 22Q (135731.460000 sec): 3 clusters
  Score: Raw -324421.070577 + Penalty 2699.763906 = -321721.306671
  nChanged 27
		SP:Iteration 23Q (135731.640000 sec): 3 clusters
  Score: Raw -324429.641752 + Penalty 2699.763906 = -321729.877846
  nChanged 24
		SP:Iteration 24Q (135731.810000 sec): 3 clusters
  Score: Raw -324439.561509 + Penalty 2699.763906 = -321739.797603
  nChanged 26
		SP:Iteration 25Q (135731.990000 sec): 3 clusters
  Score: Raw -324449.055212 + Penalty 2699.763906 = -321749.291306
  nChanged 22
		SP:Iteration 26Q (135732.160000 sec): 3 clusters
  Score: Raw -324457.160310 + Penalty 2699.763906 = -321757.396403
  nChanged 16
		SP:Iteration 27Q (135732.340000 sec): 3 clusters
  Score: Raw -324463.336785 + Penalty 2699.763906 = -321763.572878
  nChanged 14
		SP:Iteration 28Q (135732.520000 sec): 3 clusters
  Score: Raw -324468.799494 + Penalty 2699.763906 = -321769.035588
  nChanged 21
		SP:Iteration 29Q (135732.690000 sec): 3 clusters
  Score: Raw -324475.608905 + Penalty 2699.763906 = -321775.844999
  nChanged 19
		SP:Iteration 30Q (135732.870000 sec): 3 clusters
  Score: Raw -324481.418228 + Penalty 2699.763906 = -321781.654322
  nChanged 16
		SP:Iteration 31Q (135733.040000 sec): 3 clusters
  Score: Raw -324488.362855 + Penalty 2699.763906 = -321788.598949
  nChanged 20
		SP:Iteration 32Q (135733.220000 sec): 3 clusters
  Score: Raw -324496.703911 + Penalty 2699.763906 = -321796.940005
  nChanged 18
		SP:Iteration 33Q (135733.400000 sec): 3 clusters
  Score: Raw -324503.559650 + Penalty 2699.763906 = -321803.795744
  nChanged 13
		SP:Iteration 34Q (135733.570000 sec): 3 clusters
  Score: Raw -324507.887195 + Penalty 2699.763906 = -321808.123289
  nChanged 12
		SP:Iteration 35Q (135733.750000 sec): 3 clusters
  Score: Raw -324511.757488 + Penalty 2699.763906 = -321811.993582
  nChanged 13
		SP:Iteration 36Q (135733.920000 sec): 3 clusters
  Score: Raw -324517.118362 + Penalty 2699.763906 = -321817.354456
  nChanged 10
		SP:Iteration 37Q (135734.100000 sec): 3 clusters
  Score: Raw -324519.898218 + Penalty 2699.763906 = -321820.134312
  nChanged 8
		SP:Iteration 38Q (135734.280000 sec): 3 clusters
  Score: Raw -324521.497233 + Penalty 2699.763906 = -321821.733327
  nChanged 6
		SP:Iteration 39Q (135734.450000 sec): 3 clusters
  Score: Raw -324524.065595 + Penalty 2699.763906 = -321824.301689
  nChanged 8
		SP:Iteration 40F (135734.630000 sec): 3 clusters
  Score: Raw -324526.121177 + Penalty 2699.763906 = -321826.357270
  nChanged 10
		SP:Iteration 41Q (135734.800000 sec): 3 clusters
  Score: Raw -324528.974980 + Penalty 2699.763906 = -321829.211074
  nChanged 10
		SP:Iteration 42Q (135734.980000 sec): 3 clusters
  Score: Raw -324532.257258 + Penalty 2699.763906 = -321832.493352
  nChanged 7
		SP:Iteration 43Q (135735.160000 sec): 3 clusters
  Score: Raw -324534.287488 + Penalty 2699.763906 = -321834.523582
  nChanged 5
		SP:Iteration 44Q (135735.330000 sec): 3 clusters
  Score: Raw -324535.391416 + Penalty 2699.763906 = -321835.627510
  nChanged 7
		SP:Iteration 45Q (135735.510000 sec): 3 clusters
  Score: Raw -324537.995894 + Penalty 2699.763906 = -321838.231988
  nChanged 11
		SP:Iteration 46Q (135735.680000 sec): 3 clusters
  Score: Raw -324541.355694 + Penalty 2699.763906 = -321841.591788
  nChanged 9
		SP:Iteration 47Q (135735.860000 sec): 3 clusters
  Score: Raw -324545.123121 + Penalty 2699.763906 = -321845.359215
  nChanged 13
		SP:Iteration 48Q (135736.040000 sec): 3 clusters
  Score: Raw -324550.787649 + Penalty 2699.763906 = -321851.023742
  nChanged 11
		SP:Iteration 49Q (135736.210000 sec): 3 clusters
  Score: Raw -324554.509001 + Penalty 2699.763906 = -321854.745094
  nChanged 7
		SP:Iteration 50Q (135736.390000 sec): 3 clusters
  Score: Raw -324558.279030 + Penalty 2699.763906 = -321858.515124
  nChanged 10
		SP:Iteration 51Q (135736.560000 sec): 3 clusters
  Score: Raw -324562.702640 + Penalty 2699.763906 = -321862.938734
  nChanged 11
		SP:Iteration 52Q (135736.740000 sec): 3 clusters
  Score: Raw -324566.284555 + Penalty 2699.763906 = -321866.520648
  nChanged 7
		SP:Iteration 53Q (135736.920000 sec): 3 clusters
  Score: Raw -324569.900386 + Penalty 2699.763906 = -321870.136480
  nChanged 10
		SP:Iteration 54Q (135737.090000 sec): 3 clusters
  Score: Raw -324573.163364 + Penalty 2699.763906 = -321873.399457
  nChanged 9
		SP:Iteration 55Q (135737.260000 sec): 3 clusters
  Score: Raw -324576.026960 + Penalty 2699.763906 = -321876.263054
  nChanged 2
		SP:Iteration 56Q (135737.440000 sec): 3 clusters
  Score: Raw -324576.439807 + Penalty 2699.763906 = -321876.675901
  nChanged 0
		SP:Iteration 57F (135737.620000 sec): 3 clusters
  Score: Raw -324576.439807 + Penalty 2699.763906 = -321876.675901
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 92 (4957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135737.710000 sec): 2 clusters
  Score: Raw -366565.468644 + Penalty 1382.640350 = -365182.828295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135737.880000 sec): 3 clusters
  Score: Raw -364004.527726 + Penalty 2765.280699 = -361239.247027
  nChanged 2025
		SP:Iteration 1F (135738.060000 sec): 3 clusters
  Score: Raw -365326.633124 + Penalty 2765.280699 = -362561.352425
  nChanged 411
		SP:Iteration 2F (135738.240000 sec): 3 clusters
  Score: Raw -365639.376399 + Penalty 2765.280699 = -362874.095700
  nChanged 344
		SP:Iteration 3F (135738.410000 sec): 3 clusters
  Score: Raw -365907.246115 + Penalty 2765.280699 = -363141.965416
  nChanged 290
		SP:Iteration 4F (135738.580000 sec): 3 clusters
  Score: Raw -366162.226493 + Penalty 2765.280699 = -363396.945793
  nChanged 258
		SP:Iteration 5F (135738.760000 sec): 3 clusters
  Score: Raw -366356.479178 + Penalty 2765.280699 = -363591.198479
  nChanged 196
		SP:Iteration 6Q (135738.940000 sec): 3 clusters
  Score: Raw -366481.426506 + Penalty 2765.280699 = -363716.145807
  nChanged 155
		SP:Iteration 7Q (135739.110000 sec): 3 clusters
  Score: Raw -366564.903045 + Penalty 2765.280699 = -363799.622345
  nChanged 127
		SP:Iteration 8Q (135739.290000 sec): 3 clusters
  Score: Raw -366630.145116 + Penalty 2765.280699 = -363864.864416
  nChanged 113
		SP:Iteration 9Q (135739.460000 sec): 3 clusters
  Score: Raw -366676.506748 + Penalty 2765.280699 = -363911.226048
  nChanged 74
		SP:Iteration 10Q (135739.640000 sec): 3 clusters
  Score: Raw -366712.820714 + Penalty 2765.280699 = -363947.540015
  nChanged 78
		SP:Iteration 11Q (135739.810000 sec): 3 clusters
  Score: Raw -366749.507367 + Penalty 2765.280699 = -363984.226667
  nChanged 69
		SP:Iteration 12Q (135739.990000 sec): 3 clusters
  Score: Raw -366777.575868 + Penalty 2765.280699 = -364012.295169
  nChanged 81
		SP:Iteration 13Q (135740.160000 sec): 3 clusters
  Score: Raw -366809.046498 + Penalty 2765.280699 = -364043.765799
  nChanged 69
		SP:Iteration 14Q (135740.340000 sec): 3 clusters
  Score: Raw -366836.253104 + Penalty 2765.280699 = -364070.972404
  nChanged 45
		SP:Iteration 15Q (135740.510000 sec): 3 clusters
  Score: Raw -366850.819182 + Penalty 2765.280699 = -364085.538483
  nChanged 44
		SP:Iteration 16Q (135740.690000 sec): 3 clusters
  Score: Raw -366865.892747 + Penalty 2765.280699 = -364100.612047
  nChanged 34
		SP:Iteration 17Q (135740.860000 sec): 3 clusters
  Score: Raw -366876.263001 + Penalty 2765.280699 = -364110.982302
  nChanged 28
		SP:Iteration 18Q (135741.040000 sec): 3 clusters
  Score: Raw -366883.281921 + Penalty 2765.280699 = -364118.001222
  nChanged 22
		SP:Iteration 19Q (135741.220000 sec): 3 clusters
  Score: Raw -366887.911494 + Penalty 2765.280699 = -364122.630795
  nChanged 10
		SP:Iteration 20F (135741.390000 sec): 3 clusters
  Score: Raw -366890.534423 + Penalty 2765.280699 = -364125.253723
  nChanged 12
		SP:Iteration 21Q (135741.560000 sec): 3 clusters
  Score: Raw -366894.785868 + Penalty 2765.280699 = -364129.505169
  nChanged 10
		SP:Iteration 22Q (135741.740000 sec): 3 clusters
  Score: Raw -366898.727887 + Penalty 2765.280699 = -364133.447188
  nChanged 7
		SP:Iteration 23Q (135741.910000 sec): 3 clusters
  Score: Raw -366901.861400 + Penalty 2765.280699 = -364136.580701
  nChanged 12
		SP:Iteration 24Q (135742.090000 sec): 3 clusters
  Score: Raw -366907.208107 + Penalty 2765.280699 = -364141.927408
  nChanged 19
		SP:Iteration 25Q (135742.260000 sec): 3 clusters
  Score: Raw -366911.948830 + Penalty 2765.280699 = -364146.668131
  nChanged 15
		SP:Iteration 26Q (135742.440000 sec): 3 clusters
  Score: Raw -366917.168206 + Penalty 2765.280699 = -364151.887507
  nChanged 16
		SP:Iteration 27Q (135742.620000 sec): 3 clusters
  Score: Raw -366921.392684 + Penalty 2765.280699 = -364156.111984
  nChanged 15
		SP:Iteration 28Q (135742.790000 sec): 3 clusters
  Score: Raw -366925.534254 + Penalty 2765.280699 = -364160.253555
  nChanged 16
		SP:Iteration 29Q (135742.960000 sec): 3 clusters
  Score: Raw -366929.978554 + Penalty 2765.280699 = -364164.697854
  nChanged 13
		SP:Iteration 30Q (135743.140000 sec): 3 clusters
  Score: Raw -366934.093272 + Penalty 2765.280699 = -364168.812572
  nChanged 12
		SP:Iteration 31Q (135743.320000 sec): 3 clusters
  Score: Raw -366936.122288 + Penalty 2765.280699 = -364170.841588
  nChanged 8
		SP:Iteration 32Q (135743.490000 sec): 3 clusters
  Score: Raw -366937.745405 + Penalty 2765.280699 = -364172.464705
  nChanged 11
		SP:Iteration 33Q (135743.670000 sec): 3 clusters
  Score: Raw -366942.065955 + Penalty 2765.280699 = -364176.785256
  nChanged 17
		SP:Iteration 34Q (135743.840000 sec): 3 clusters
  Score: Raw -366947.284239 + Penalty 2765.280699 = -364182.003539
  nChanged 15
		SP:Iteration 35Q (135744.040000 sec): 3 clusters
  Score: Raw -366951.556512 + Penalty 2765.280699 = -364186.275812
  nChanged 5
		SP:Iteration 36Q (135744.200000 sec): 3 clusters
  Score: Raw -366952.341544 + Penalty 2765.280699 = -364187.060845
  nChanged 4
		SP:Iteration 37Q (135744.360000 sec): 3 clusters
  Score: Raw -366953.601930 + Penalty 2765.280699 = -364188.321231
  nChanged 6
		SP:Iteration 38Q (135744.520000 sec): 3 clusters
  Score: Raw -366955.236925 + Penalty 2765.280699 = -364189.956226
  nChanged 5
		SP:Iteration 39Q (135744.690000 sec): 3 clusters
  Score: Raw -366956.714888 + Penalty 2765.280699 = -364191.434189
  nChanged 3
		SP:Iteration 40F (135744.860000 sec): 3 clusters
  Score: Raw -366957.596951 + Penalty 2765.280699 = -364192.316252
  nChanged 4
		SP:Iteration 41Q (135745.040000 sec): 3 clusters
  Score: Raw -366958.672616 + Penalty 2765.280699 = -364193.391917
  nChanged 4
		SP:Iteration 42Q (135745.220000 sec): 3 clusters
  Score: Raw -366959.772821 + Penalty 2765.280699 = -364194.492122
  nChanged 3
		SP:Iteration 43Q (135745.390000 sec): 3 clusters
  Score: Raw -366960.853779 + Penalty 2765.280699 = -364195.573080
  nChanged 6
		SP:Iteration 44Q (135745.560000 sec): 3 clusters
  Score: Raw -366962.745701 + Penalty 2765.280699 = -364197.465002
  nChanged 10
		SP:Iteration 45Q (135745.740000 sec): 3 clusters
  Score: Raw -366964.879944 + Penalty 2765.280699 = -364199.599245
  nChanged 8
		SP:Iteration 46Q (135745.920000 sec): 3 clusters
  Score: Raw -366967.809942 + Penalty 2765.280699 = -364202.529243
  nChanged 9
		SP:Iteration 47Q (135746.090000 sec): 3 clusters
  Score: Raw -366971.174372 + Penalty 2765.280699 = -364205.893673
  nChanged 9
		SP:Iteration 48Q (135746.270000 sec): 3 clusters
  Score: Raw -366973.399153 + Penalty 2765.280699 = -364208.118454
  nChanged 12
		SP:Iteration 49Q (135746.440000 sec): 3 clusters
  Score: Raw -366978.460788 + Penalty 2765.280699 = -364213.180089
  nChanged 14
		SP:Iteration 50Q (135746.620000 sec): 3 clusters
  Score: Raw -366983.090505 + Penalty 2765.280699 = -364217.809806
  nChanged 16
		SP:Iteration 51Q (135746.790000 sec): 3 clusters
  Score: Raw -366988.182151 + Penalty 2765.280699 = -364222.901452
  nChanged 10
		SP:Iteration 52Q (135746.970000 sec): 3 clusters
  Score: Raw -366990.399018 + Penalty 2765.280699 = -364225.118319
  nChanged 7
		SP:Iteration 53Q (135747.140000 sec): 3 clusters
  Score: Raw -366992.274973 + Penalty 2765.280699 = -364226.994274
  nChanged 5
		SP:Iteration 54Q (135747.320000 sec): 3 clusters
  Score: Raw -366993.651119 + Penalty 2765.280699 = -364228.370420
  nChanged 6
		SP:Iteration 55Q (135747.500000 sec): 3 clusters
  Score: Raw -366995.337413 + Penalty 2765.280699 = -364230.056714
  nChanged 4
		SP:Iteration 56Q (135747.670000 sec): 3 clusters
  Score: Raw -366996.628126 + Penalty 2765.280699 = -364231.347427
  nChanged 6
		SP:Iteration 57Q (135747.840000 sec): 3 clusters
  Score: Raw -366997.605892 + Penalty 2765.280699 = -364232.325192
  nChanged 2
		SP:Iteration 58Q (135748.020000 sec): 3 clusters
  Score: Raw -366998.303213 + Penalty 2765.280699 = -364233.022513
  nChanged 1
		SP:Iteration 59Q (135748.200000 sec): 3 clusters
  Score: Raw -366998.411662 + Penalty 2765.280699 = -364233.130962
  nChanged 0
		SP:Iteration 60F (135748.370000 sec): 3 clusters
  Score: Raw -366998.411662 + Penalty 2765.280699 = -364233.130962
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 93 (2521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135748.440000 sec): 2 clusters
  Score: Raw -193599.533384 + Penalty 1272.766776 = -192326.766608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135748.620000 sec): 3 clusters
  Score: Raw -192444.542177 + Penalty 2545.533551 = -189899.008626
  nChanged 964
		SP:Iteration 1F (135748.800000 sec): 3 clusters
  Score: Raw -193073.785331 + Penalty 2545.533551 = -190528.251780
  nChanged 225
		SP:Iteration 2F (135748.970000 sec): 3 clusters
  Score: Raw -193231.488116 + Penalty 2545.533551 = -190685.954564
  nChanged 128
		SP:Iteration 3F (135749.110000 sec): 3 clusters
  Score: Raw -193326.993810 + Penalty 2545.533551 = -190781.460259
  nChanged 96
		SP:Iteration 4Q (135749.180000 sec): 3 clusters
  Score: Raw -193391.901351 + Penalty 2545.533551 = -190846.367800
  nChanged 76
		SP:Iteration 5Q (135749.230000 sec): 3 clusters
  Score: Raw -193435.147384 + Penalty 2545.533551 = -190889.613833
  nChanged 71
		SP:Iteration 6Q (135749.280000 sec): 3 clusters
  Score: Raw -193488.800748 + Penalty 2545.533551 = -190943.267196
  nChanged 65
		SP:Iteration 7Q (135749.340000 sec): 3 clusters
  Score: Raw -193528.829004 + Penalty 2545.533551 = -190983.295453
  nChanged 65
		SP:Iteration 8Q (135749.380000 sec): 3 clusters
  Score: Raw -193578.000336 + Penalty 2545.533551 = -191032.466785
  nChanged 63
		SP:Iteration 9Q (135749.440000 sec): 3 clusters
  Score: Raw -193614.083094 + Penalty 2545.533551 = -191068.549542
  nChanged 47
		SP:Iteration 10Q (135749.490000 sec): 3 clusters
  Score: Raw -193635.757426 + Penalty 2545.533551 = -191090.223875
  nChanged 33
		SP:Iteration 11Q (135749.540000 sec): 3 clusters
  Score: Raw -193649.829988 + Penalty 2545.533551 = -191104.296437
  nChanged 21
		SP:Iteration 12Q (135749.590000 sec): 3 clusters
  Score: Raw -193655.949682 + Penalty 2545.533551 = -191110.416130
  nChanged 20
		SP:Iteration 13Q (135749.640000 sec): 3 clusters
  Score: Raw -193661.823433 + Penalty 2545.533551 = -191116.289882
  nChanged 12
		SP:Iteration 14Q (135749.680000 sec): 3 clusters
  Score: Raw -193668.064917 + Penalty 2545.533551 = -191122.531366
  nChanged 15
		SP:Iteration 15Q (135749.730000 sec): 3 clusters
  Score: Raw -193675.615085 + Penalty 2545.533551 = -191130.081534
  nChanged 16
		SP:Iteration 16Q (135749.780000 sec): 3 clusters
  Score: Raw -193685.999892 + Penalty 2545.533551 = -191140.466341
  nChanged 20
		SP:Iteration 17Q (135749.830000 sec): 3 clusters
  Score: Raw -193695.490795 + Penalty 2545.533551 = -191149.957244
  nChanged 23
		SP:Iteration 18Q (135749.880000 sec): 3 clusters
  Score: Raw -193705.299192 + Penalty 2545.533551 = -191159.765641
  nChanged 19
		SP:Iteration 19Q (135749.930000 sec): 3 clusters
  Score: Raw -193717.369302 + Penalty 2545.533551 = -191171.835751
  nChanged 23
		SP:Iteration 20F (135749.980000 sec): 3 clusters
  Score: Raw -193729.149020 + Penalty 2545.533551 = -191183.615469
  nChanged 21
		SP:Iteration 21Q (135750.030000 sec): 3 clusters
  Score: Raw -193738.979347 + Penalty 2545.533551 = -191193.445796
  nChanged 18
		SP:Iteration 22Q (135750.080000 sec): 3 clusters
  Score: Raw -193748.666681 + Penalty 2545.533551 = -191203.133129
  nChanged 25
		SP:Iteration 23Q (135750.130000 sec): 3 clusters
  Score: Raw -193762.020489 + Penalty 2545.533551 = -191216.486938
  nChanged 19
		SP:Iteration 24Q (135750.180000 sec): 3 clusters
  Score: Raw -193770.523268 + Penalty 2545.533551 = -191224.989717
  nChanged 13
		SP:Iteration 25Q (135750.230000 sec): 3 clusters
  Score: Raw -193775.777874 + Penalty 2545.533551 = -191230.244322
  nChanged 11
		SP:Iteration 26Q (135750.280000 sec): 3 clusters
  Score: Raw -193782.559884 + Penalty 2545.533551 = -191237.026332
  nChanged 15
		SP:Iteration 27Q (135750.340000 sec): 3 clusters
  Score: Raw -193789.300358 + Penalty 2545.533551 = -191243.766806
  nChanged 15
		SP:Iteration 28Q (135750.380000 sec): 3 clusters
  Score: Raw -193797.113736 + Penalty 2545.533551 = -191251.580185
  nChanged 12
		SP:Iteration 29Q (135750.440000 sec): 3 clusters
  Score: Raw -193805.711202 + Penalty 2545.533551 = -191260.177651
  nChanged 21
		SP:Iteration 30Q (135750.490000 sec): 3 clusters
  Score: Raw -193816.672887 + Penalty 2545.533551 = -191271.139336
  nChanged 13
		SP:Iteration 31Q (135750.540000 sec): 3 clusters
  Score: Raw -193826.289637 + Penalty 2545.533551 = -191280.756086
  nChanged 18
		SP:Iteration 32Q (135750.590000 sec): 3 clusters
  Score: Raw -193839.446874 + Penalty 2545.533551 = -191293.913322
  nChanged 10
		SP:Iteration 33Q (135750.640000 sec): 3 clusters
  Score: Raw -193844.819090 + Penalty 2545.533551 = -191299.285539
  nChanged 14
		SP:Iteration 34Q (135750.690000 sec): 3 clusters
  Score: Raw -193850.145901 + Penalty 2545.533551 = -191304.612349
  nChanged 13
		SP:Iteration 35Q (135750.740000 sec): 3 clusters
  Score: Raw -193854.278455 + Penalty 2545.533551 = -191308.744904
  nChanged 10
		SP:Iteration 36Q (135750.800000 sec): 3 clusters
  Score: Raw -193858.304506 + Penalty 2545.533551 = -191312.770955
  nChanged 11
		SP:Iteration 37Q (135750.840000 sec): 3 clusters
  Score: Raw -193862.938616 + Penalty 2545.533551 = -191317.405065
  nChanged 5
		SP:Iteration 38Q (135750.900000 sec): 3 clusters
  Score: Raw -193864.940569 + Penalty 2545.533551 = -191319.407018
  nChanged 2
		SP:Iteration 39Q (135750.950000 sec): 3 clusters
  Score: Raw -193866.154944 + Penalty 2545.533551 = -191320.621393
  nChanged 2
		SP:Iteration 40F (135751.000000 sec): 3 clusters
  Score: Raw -193866.901824 + Penalty 2545.533551 = -191321.368272
  nChanged 4
		SP:Iteration 41Q (135751.090000 sec): 3 clusters
  Score: Raw -193868.072595 + Penalty 2545.533551 = -191322.539044
  nChanged 6
		SP:Iteration 42Q (135751.160000 sec): 3 clusters
  Score: Raw -193871.354451 + Penalty 2545.533551 = -191325.820900
  nChanged 5
		SP:Iteration 43Q (135751.210000 sec): 3 clusters
  Score: Raw -193872.989639 + Penalty 2545.533551 = -191327.456087
  nChanged 6
		SP:Iteration 44Q (135751.270000 sec): 3 clusters
  Score: Raw -193875.021181 + Penalty 2545.533551 = -191329.487630
  nChanged 5
		SP:Iteration 45Q (135751.400000 sec): 3 clusters
  Score: Raw -193876.666028 + Penalty 2545.533551 = -191331.132476
  nChanged 5
		SP:Iteration 46Q (135751.580000 sec): 3 clusters
  Score: Raw -193878.402757 + Penalty 2545.533551 = -191332.869206
  nChanged 5
		SP:Iteration 47Q (135751.750000 sec): 3 clusters
  Score: Raw -193879.222626 + Penalty 2545.533551 = -191333.689075
  nChanged 4
		SP:Iteration 48Q (135751.930000 sec): 3 clusters
  Score: Raw -193880.769282 + Penalty 2545.533551 = -191335.235730
  nChanged 3
		SP:Iteration 49Q (135752.090000 sec): 3 clusters
  Score: Raw -193882.041073 + Penalty 2545.533551 = -191336.507522
  nChanged 2
		SP:Iteration 50Q (135752.250000 sec): 3 clusters
  Score: Raw -193882.531639 + Penalty 2545.533551 = -191336.998087
  nChanged 1
		SP:Iteration 51Q (135752.410000 sec): 3 clusters
  Score: Raw -193882.802999 + Penalty 2545.533551 = -191337.269448
  nChanged 2
		SP:Iteration 52Q (135752.570000 sec): 3 clusters
  Score: Raw -193884.357346 + Penalty 2545.533551 = -191338.823795
  nChanged 3
		SP:Iteration 53Q (135752.730000 sec): 3 clusters
  Score: Raw -193884.892052 + Penalty 2545.533551 = -191339.358500
  nChanged 3
		SP:Iteration 54Q (135752.890000 sec): 3 clusters
  Score: Raw -193885.927119 + Penalty 2545.533551 = -191340.393568
  nChanged 1
		SP:Iteration 55Q (135753.050000 sec): 3 clusters
  Score: Raw -193886.267435 + Penalty 2545.533551 = -191340.733883
  nChanged 1
		SP:Iteration 56Q (135753.220000 sec): 3 clusters
  Score: Raw -193886.432458 + Penalty 2545.533551 = -191340.898906
  nChanged 3
		SP:Iteration 57Q (135753.390000 sec): 3 clusters
  Score: Raw -193887.758448 + Penalty 2545.533551 = -191342.224896
  nChanged 3
		SP:Iteration 58Q (135753.550000 sec): 3 clusters
  Score: Raw -193888.464425 + Penalty 2545.533551 = -191342.930874
  nChanged 0
		SP:Iteration 59F (135753.710000 sec): 3 clusters
  Score: Raw -193888.464425 + Penalty 2545.533551 = -191342.930874
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 94 (9055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135753.850000 sec): 2 clusters
  Score: Raw -695106.632115 + Penalty 1480.549260 = -693626.082855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135754.050000 sec): 3 clusters
  Score: Raw -689959.750971 + Penalty 2961.098520 = -686998.652451
  nChanged 3921
		SP:Iteration 1F (135754.250000 sec): 3 clusters
  Score: Raw -692451.269348 + Penalty 2961.098520 = -689490.170827
  nChanged 761
		SP:Iteration 2F (135754.500000 sec): 3 clusters
  Score: Raw -692973.839167 + Penalty 2961.098520 = -690012.740647
  nChanged 638
		SP:Iteration 3F (135754.680000 sec): 3 clusters
  Score: Raw -693385.786429 + Penalty 2961.098520 = -690424.687909
  nChanged 563
		SP:Iteration 4F (135754.870000 sec): 3 clusters
  Score: Raw -693726.840022 + Penalty 2961.098520 = -690765.741502
  nChanged 482
		SP:Iteration 5F (135755.070000 sec): 3 clusters
  Score: Raw -694004.655049 + Penalty 2961.098520 = -691043.556529
  nChanged 410
		SP:Iteration 6Q (135755.250000 sec): 3 clusters
  Score: Raw -694207.334271 + Penalty 2961.098520 = -691246.235750
  nChanged 320
		SP:Iteration 7Q (135755.450000 sec): 3 clusters
  Score: Raw -694348.868288 + Penalty 2961.098520 = -691387.769768
  nChanged 255
		SP:Iteration 8Q (135755.640000 sec): 3 clusters
  Score: Raw -694460.184578 + Penalty 2961.098520 = -691499.086058
  nChanged 217
		SP:Iteration 9Q (135755.830000 sec): 3 clusters
  Score: Raw -694542.006387 + Penalty 2961.098520 = -691580.907867
  nChanged 170
		SP:Iteration 10Q (135756.020000 sec): 3 clusters
  Score: Raw -694608.178867 + Penalty 2961.098520 = -691647.080346
  nChanged 151
		SP:Iteration 11Q (135756.210000 sec): 3 clusters
  Score: Raw -694657.902485 + Penalty 2961.098520 = -691696.803965
  nChanged 134
		SP:Iteration 12Q (135756.400000 sec): 3 clusters
  Score: Raw -694702.386064 + Penalty 2961.098520 = -691741.287544
  nChanged 117
		SP:Iteration 13Q (135756.640000 sec): 3 clusters
  Score: Raw -694740.840749 + Penalty 2961.098520 = -691779.742229
  nChanged 112
		SP:Iteration 14Q (135756.870000 sec): 3 clusters
  Score: Raw -694776.419731 + Penalty 2961.098520 = -691815.321210
  nChanged 99
		SP:Iteration 15Q (135757.030000 sec): 3 clusters
  Score: Raw -694810.498712 + Penalty 2961.098520 = -691849.400191
  nChanged 104
		SP:Iteration 16Q (135757.220000 sec): 3 clusters
  Score: Raw -694845.285238 + Penalty 2961.098520 = -691884.186718
  nChanged 111
		SP:Iteration 17Q (135757.410000 sec): 3 clusters
  Score: Raw -694884.442931 + Penalty 2961.098520 = -691923.344411
  nChanged 123
		SP:Iteration 18Q (135757.600000 sec): 3 clusters
  Score: Raw -694931.770942 + Penalty 2961.098520 = -691970.672421
  nChanged 134
		SP:Iteration 19Q (135757.800000 sec): 3 clusters
  Score: Raw -694984.215469 + Penalty 2961.098520 = -692023.116949
  nChanged 124
		SP:Iteration 20F (135757.990000 sec): 3 clusters
  Score: Raw -695036.911582 + Penalty 2961.098520 = -692075.813061
  nChanged 122
		SP:Iteration 21Q (135758.180000 sec): 3 clusters
  Score: Raw -695096.864014 + Penalty 2961.098520 = -692135.765494
  nChanged 135
		SP:Iteration 22Q (135758.380000 sec): 3 clusters
  Score: Raw -695165.293711 + Penalty 2961.098520 = -692204.195191
  nChanged 124
		SP:Iteration 23Q (135758.560000 sec): 3 clusters
  Score: Raw -695223.235512 + Penalty 2961.098520 = -692262.136992
  nChanged 123
		SP:Iteration 24Q (135758.760000 sec): 3 clusters
  Score: Raw -695286.926422 + Penalty 2961.098520 = -692325.827902
  nChanged 116
		SP:Iteration 25Q (135758.950000 sec): 3 clusters
  Score: Raw -695342.774286 + Penalty 2961.098520 = -692381.675765
  nChanged 90
		SP:Iteration 26Q (135759.140000 sec): 3 clusters
  Score: Raw -695378.971157 + Penalty 2961.098520 = -692417.872637
  nChanged 81
		SP:Iteration 27Q (135759.340000 sec): 3 clusters
  Score: Raw -695412.027403 + Penalty 2961.098520 = -692450.928883
  nChanged 66
		SP:Iteration 28Q (135759.530000 sec): 3 clusters
  Score: Raw -695441.382387 + Penalty 2961.098520 = -692480.283867
  nChanged 52
		SP:Iteration 29Q (135759.820000 sec): 3 clusters
  Score: Raw -695461.035367 + Penalty 2961.098520 = -692499.936847
  nChanged 49
		SP:Iteration 30Q (135759.900000 sec): 3 clusters
  Score: Raw -695479.022944 + Penalty 2961.098520 = -692517.924424
  nChanged 43
		SP:Iteration 31Q (135760.020000 sec): 3 clusters
  Score: Raw -695494.137164 + Penalty 2961.098520 = -692533.038643
  nChanged 33
		SP:Iteration 32Q (135760.150000 sec): 3 clusters
  Score: Raw -695506.392243 + Penalty 2961.098520 = -692545.293722
  nChanged 27
		SP:Iteration 33Q (135760.340000 sec): 3 clusters
  Score: Raw -695515.633992 + Penalty 2961.098520 = -692554.535471
  nChanged 34
		SP:Iteration 34Q (135760.530000 sec): 3 clusters
  Score: Raw -695528.054007 + Penalty 2961.098520 = -692566.955487
  nChanged 27
		SP:Iteration 35Q (135760.730000 sec): 3 clusters
  Score: Raw -695538.063902 + Penalty 2961.098520 = -692576.965381
  nChanged 29
		SP:Iteration 36Q (135760.910000 sec): 3 clusters
  Score: Raw -695547.695549 + Penalty 2961.098520 = -692586.597029
  nChanged 23
		SP:Iteration 37Q (135761.110000 sec): 3 clusters
  Score: Raw -695556.433470 + Penalty 2961.098520 = -692595.334949
  nChanged 22
		SP:Iteration 38Q (135761.300000 sec): 3 clusters
  Score: Raw -695565.774407 + Penalty 2961.098520 = -692604.675887
  nChanged 23
		SP:Iteration 39Q (135761.490000 sec): 3 clusters
  Score: Raw -695573.095164 + Penalty 2961.098520 = -692611.996644
  nChanged 21
		SP:Iteration 40F (135761.690000 sec): 3 clusters
  Score: Raw -695581.098237 + Penalty 2961.098520 = -692619.999717
  nChanged 31
		SP:Iteration 41Q (135761.880000 sec): 3 clusters
  Score: Raw -695592.646961 + Penalty 2961.098520 = -692631.548441
  nChanged 21
		SP:Iteration 42Q (135762.070000 sec): 3 clusters
  Score: Raw -695601.684201 + Penalty 2961.098520 = -692640.585680
  nChanged 21
		SP:Iteration 43Q (135762.270000 sec): 3 clusters
  Score: Raw -695608.446292 + Penalty 2961.098520 = -692647.347772
  nChanged 11
		SP:Iteration 44Q (135762.470000 sec): 3 clusters
  Score: Raw -695611.345901 + Penalty 2961.098520 = -692650.247381
  nChanged 11
		SP:Iteration 45Q (135762.650000 sec): 3 clusters
  Score: Raw -695615.384897 + Penalty 2961.098520 = -692654.286376
  nChanged 12
		SP:Iteration 46Q (135762.890000 sec): 3 clusters
  Score: Raw -695618.667043 + Penalty 2961.098520 = -692657.568523
  nChanged 10
		SP:Iteration 47Q (135763.010000 sec): 3 clusters
  Score: Raw -695622.088424 + Penalty 2961.098520 = -692660.989904
  nChanged 10
		SP:Iteration 48Q (135763.130000 sec): 3 clusters
  Score: Raw -695625.438559 + Penalty 2961.098520 = -692664.340039
  nChanged 5
		SP:Iteration 49Q (135763.400000 sec): 3 clusters
  Score: Raw -695626.700573 + Penalty 2961.098520 = -692665.602053
  nChanged 5
		SP:Iteration 50Q (135763.590000 sec): 3 clusters
  Score: Raw -695628.073618 + Penalty 2961.098520 = -692666.975098
  nChanged 3
		SP:Iteration 51Q (135763.770000 sec): 3 clusters
  Score: Raw -695628.760127 + Penalty 2961.098520 = -692667.661607
  nChanged 4
		SP:Iteration 52Q (135763.980000 sec): 3 clusters
  Score: Raw -695629.825832 + Penalty 2961.098520 = -692668.727312
  nChanged 5
		SP:Iteration 53Q (135764.160000 sec): 3 clusters
  Score: Raw -695630.912051 + Penalty 2961.098520 = -692669.813531
  nChanged 6
		SP:Iteration 54Q (135764.350000 sec): 3 clusters
  Score: Raw -695632.909043 + Penalty 2961.098520 = -692671.810522
  nChanged 6
		SP:Iteration 55Q (135764.550000 sec): 3 clusters
  Score: Raw -695634.235997 + Penalty 2961.098520 = -692673.137477
  nChanged 2
		SP:Iteration 56Q (135764.740000 sec): 3 clusters
  Score: Raw -695635.211665 + Penalty 2961.098520 = -692674.113145
  nChanged 3
		SP:Iteration 57Q (135764.930000 sec): 3 clusters
  Score: Raw -695635.928459 + Penalty 2961.098520 = -692674.829939
  nChanged 2
		SP:Iteration 58Q (135765.130000 sec): 3 clusters
  Score: Raw -695636.620209 + Penalty 2961.098520 = -692675.521688
  nChanged 2
		SP:Iteration 59Q (135765.320000 sec): 3 clusters
  Score: Raw -695636.973497 + Penalty 2961.098520 = -692675.874976
  nChanged 0
		SP:Iteration 60F (135765.520000 sec): 3 clusters
  Score: Raw -695636.973497 + Penalty 2961.098520 = -692675.874976
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 95 (5359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135765.640000 sec): 2 clusters
  Score: Raw -454103.758593 + Penalty 1395.311559 = -452708.447034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135765.840000 sec): 3 clusters
  Score: Raw -451290.495306 + Penalty 2790.623118 = -448499.872188
  nChanged 2219
		SP:Iteration 1F (135766.000000 sec): 3 clusters
  Score: Raw -452664.780765 + Penalty 2790.623118 = -449874.157647
  nChanged 448
		SP:Iteration 2F (135766.150000 sec): 3 clusters
  Score: Raw -452991.148665 + Penalty 2790.623118 = -450200.525547
  nChanged 341
		SP:Iteration 3F (135766.310000 sec): 3 clusters
  Score: Raw -453233.217845 + Penalty 2790.623118 = -450442.594728
  nChanged 275
		SP:Iteration 4F (135766.480000 sec): 3 clusters
  Score: Raw -453439.376253 + Penalty 2790.623118 = -450648.753135
  nChanged 246
		SP:Iteration 5Q (135766.680000 sec): 3 clusters
  Score: Raw -453609.955128 + Penalty 2790.623118 = -450819.332011
  nChanged 239
		SP:Iteration 6Q (135766.860000 sec): 3 clusters
  Score: Raw -453772.537165 + Penalty 2790.623118 = -450981.914048
  nChanged 212
		SP:Iteration 7Q (135767.030000 sec): 3 clusters
  Score: Raw -453907.505073 + Penalty 2790.623118 = -451116.881955
  nChanged 189
		SP:Iteration 8Q (135767.200000 sec): 3 clusters
  Score: Raw -454030.762752 + Penalty 2790.623118 = -451240.139634
  nChanged 174
		SP:Iteration 9Q (135767.380000 sec): 3 clusters
  Score: Raw -454142.302990 + Penalty 2790.623118 = -451351.679872
  nChanged 152
		SP:Iteration 10Q (135767.550000 sec): 3 clusters
  Score: Raw -454237.184136 + Penalty 2790.623118 = -451446.561019
  nChanged 137
		SP:Iteration 11Q (135767.720000 sec): 3 clusters
  Score: Raw -454330.189598 + Penalty 2790.623118 = -451539.566481
  nChanged 146
		SP:Iteration 12Q (135767.900000 sec): 3 clusters
  Score: Raw -454447.573202 + Penalty 2790.623118 = -451656.950084
  nChanged 142
		SP:Iteration 13Q (135768.070000 sec): 3 clusters
  Score: Raw -454550.526888 + Penalty 2790.623118 = -451759.903770
  nChanged 162
		SP:Iteration 14Q (135768.240000 sec): 3 clusters
  Score: Raw -454667.944321 + Penalty 2790.623118 = -451877.321203
  nChanged 120
		SP:Iteration 15Q (135768.420000 sec): 3 clusters
  Score: Raw -454743.676651 + Penalty 2790.623118 = -451953.053534
  nChanged 94
		SP:Iteration 16Q (135768.590000 sec): 3 clusters
  Score: Raw -454791.613220 + Penalty 2790.623118 = -452000.990102
  nChanged 83
		SP:Iteration 17Q (135768.760000 sec): 3 clusters
  Score: Raw -454838.589101 + Penalty 2790.623118 = -452047.965983
  nChanged 68
		SP:Iteration 18Q (135768.940000 sec): 3 clusters
  Score: Raw -454873.611982 + Penalty 2790.623118 = -452082.988864
  nChanged 65
		SP:Iteration 19Q (135769.110000 sec): 3 clusters
  Score: Raw -454905.392490 + Penalty 2790.623118 = -452114.769372
  nChanged 58
		SP:Iteration 20F (135769.280000 sec): 3 clusters
  Score: Raw -454932.214989 + Penalty 2790.623118 = -452141.591871
  nChanged 53
		SP:Iteration 21Q (135769.440000 sec): 3 clusters
  Score: Raw -454954.351120 + Penalty 2790.623118 = -452163.728002
  nChanged 42
		SP:Iteration 22Q (135769.600000 sec): 3 clusters
  Score: Raw -454970.223912 + Penalty 2790.623118 = -452179.600794
  nChanged 25
		SP:Iteration 23Q (135769.760000 sec): 3 clusters
  Score: Raw -454977.173243 + Penalty 2790.623118 = -452186.550126
  nChanged 17
		SP:Iteration 24Q (135769.920000 sec): 3 clusters
  Score: Raw -454980.659866 + Penalty 2790.623118 = -452190.036749
  nChanged 11
		SP:Iteration 25Q (135770.080000 sec): 3 clusters
  Score: Raw -454984.270702 + Penalty 2790.623118 = -452193.647585
  nChanged 14
		SP:Iteration 26Q (135770.240000 sec): 3 clusters
  Score: Raw -454988.046155 + Penalty 2790.623118 = -452197.423038
  nChanged 13
		SP:Iteration 27Q (135770.400000 sec): 3 clusters
  Score: Raw -454992.164834 + Penalty 2790.623118 = -452201.541716
  nChanged 15
		SP:Iteration 28Q (135770.560000 sec): 3 clusters
  Score: Raw -454996.826309 + Penalty 2790.623118 = -452206.203191
  nChanged 13
		SP:Iteration 29Q (135770.720000 sec): 3 clusters
  Score: Raw -455001.039344 + Penalty 2790.623118 = -452210.416227
  nChanged 11
		SP:Iteration 30Q (135770.870000 sec): 3 clusters
  Score: Raw -455004.342177 + Penalty 2790.623118 = -452213.719060
  nChanged 9
		SP:Iteration 31Q (135771.030000 sec): 3 clusters
  Score: Raw -455006.866143 + Penalty 2790.623118 = -452216.243026
  nChanged 12
		SP:Iteration 32Q (135771.190000 sec): 3 clusters
  Score: Raw -455009.478720 + Penalty 2790.623118 = -452218.855602
  nChanged 6
		SP:Iteration 33Q (135771.340000 sec): 3 clusters
  Score: Raw -455010.586458 + Penalty 2790.623118 = -452219.963340
  nChanged 4
		SP:Iteration 34Q (135771.500000 sec): 3 clusters
  Score: Raw -455011.199468 + Penalty 2790.623118 = -452220.576350
  nChanged 4
		SP:Iteration 35Q (135771.660000 sec): 3 clusters
  Score: Raw -455011.782769 + Penalty 2790.623118 = -452221.159651
  nChanged 1
		SP:Iteration 36Q (135771.860000 sec): 3 clusters
  Score: Raw -455012.033070 + Penalty 2790.623118 = -452221.409953
  nChanged 0
		SP:Iteration 37F (135772.040000 sec): 3 clusters
  Score: Raw -455012.033070 + Penalty 2790.623118 = -452221.409953
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 96 (4499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135772.140000 sec): 2 clusters
  Score: Raw -333374.213390 + Penalty 1366.886695 = -332007.326695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135772.300000 sec): 3 clusters
  Score: Raw -331094.707609 + Penalty 2733.773389 = -328360.934219
  nChanged 1776
		SP:Iteration 1F (135772.440000 sec): 3 clusters
  Score: Raw -332154.227041 + Penalty 2733.773389 = -329420.453651
  nChanged 417
		SP:Iteration 2F (135772.640000 sec): 3 clusters
  Score: Raw -332484.333388 + Penalty 2733.773389 = -329750.559999
  nChanged 339
		SP:Iteration 3F (135772.820000 sec): 3 clusters
  Score: Raw -332745.310798 + Penalty 2733.773389 = -330011.537409
  nChanged 260
		SP:Iteration 4F (135772.990000 sec): 3 clusters
  Score: Raw -332953.316888 + Penalty 2733.773389 = -330219.543499
  nChanged 226
		SP:Iteration 5F (135773.170000 sec): 3 clusters
  Score: Raw -333130.910495 + Penalty 2733.773389 = -330397.137106
  nChanged 194
		SP:Iteration 6Q (135773.250000 sec): 3 clusters
  Score: Raw -333278.445484 + Penalty 2733.773389 = -330544.672095
  nChanged 178
		SP:Iteration 7Q (135773.330000 sec): 3 clusters
  Score: Raw -333406.528478 + Penalty 2733.773389 = -330672.755089
  nChanged 139
		SP:Iteration 8Q (135773.420000 sec): 3 clusters
  Score: Raw -333503.064945 + Penalty 2733.773389 = -330769.291556
  nChanged 112
		SP:Iteration 9Q (135773.500000 sec): 3 clusters
  Score: Raw -333572.981692 + Penalty 2733.773389 = -330839.208303
  nChanged 105
		SP:Iteration 10Q (135773.590000 sec): 3 clusters
  Score: Raw -333628.040607 + Penalty 2733.773389 = -330894.267217
  nChanged 90
		SP:Iteration 11Q (135773.670000 sec): 3 clusters
  Score: Raw -333672.192710 + Penalty 2733.773389 = -330938.419321
  nChanged 66
		SP:Iteration 12Q (135773.760000 sec): 3 clusters
  Score: Raw -333700.881959 + Penalty 2733.773389 = -330967.108570
  nChanged 54
		SP:Iteration 13Q (135773.840000 sec): 3 clusters
  Score: Raw -333718.158390 + Penalty 2733.773389 = -330984.385001
  nChanged 31
		SP:Iteration 14Q (135773.930000 sec): 3 clusters
  Score: Raw -333727.658666 + Penalty 2733.773389 = -330993.885276
  nChanged 18
		SP:Iteration 15Q (135774.010000 sec): 3 clusters
  Score: Raw -333731.899366 + Penalty 2733.773389 = -330998.125977
  nChanged 14
		SP:Iteration 16Q (135774.100000 sec): 3 clusters
  Score: Raw -333735.248084 + Penalty 2733.773389 = -331001.474695
  nChanged 12
		SP:Iteration 17Q (135774.180000 sec): 3 clusters
  Score: Raw -333739.741391 + Penalty 2733.773389 = -331005.968002
  nChanged 18
		SP:Iteration 18Q (135774.270000 sec): 3 clusters
  Score: Raw -333743.645335 + Penalty 2733.773389 = -331009.871946
  nChanged 8
		SP:Iteration 19Q (135774.360000 sec): 3 clusters
  Score: Raw -333745.655807 + Penalty 2733.773389 = -331011.882417
  nChanged 6
		SP:Iteration 20F (135774.440000 sec): 3 clusters
  Score: Raw -333747.055916 + Penalty 2733.773389 = -331013.282527
  nChanged 5
		SP:Iteration 21Q (135774.520000 sec): 3 clusters
  Score: Raw -333747.712120 + Penalty 2733.773389 = -331013.938730
  nChanged 4
		SP:Iteration 22Q (135774.610000 sec): 3 clusters
  Score: Raw -333748.364195 + Penalty 2733.773389 = -331014.590806
  nChanged 3
		SP:Iteration 23Q (135774.700000 sec): 3 clusters
  Score: Raw -333748.819385 + Penalty 2733.773389 = -331015.045996
  nChanged 1
		SP:Iteration 24Q (135774.780000 sec): 3 clusters
  Score: Raw -333748.963851 + Penalty 2733.773389 = -331015.190462
  nChanged 2
		SP:Iteration 25Q (135774.870000 sec): 3 clusters
  Score: Raw -333749.417348 + Penalty 2733.773389 = -331015.643959
  nChanged 3
		SP:Iteration 26Q (135774.950000 sec): 3 clusters
  Score: Raw -333749.910480 + Penalty 2733.773389 = -331016.137090
  nChanged 3
		SP:Iteration 27Q (135775.040000 sec): 3 clusters
  Score: Raw -333750.997165 + Penalty 2733.773389 = -331017.223776
  nChanged 2
		SP:Iteration 28Q (135775.120000 sec): 3 clusters
  Score: Raw -333751.265677 + Penalty 2733.773389 = -331017.492288
  nChanged 0
		SP:Iteration 29F (135775.210000 sec): 3 clusters
  Score: Raw -333751.265677 + Penalty 2733.773389 = -331017.492288
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 97 (4068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135775.290000 sec): 2 clusters
  Score: Raw -336531.512846 + Penalty 1350.522348 = -335180.990498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135775.460000 sec): 3 clusters
  Score: Raw -334496.952688 + Penalty 2701.044696 = -331795.907991
  nChanged 1602
		SP:Iteration 1F (135775.640000 sec): 3 clusters
  Score: Raw -335486.026015 + Penalty 2701.044696 = -332784.981319
  nChanged 362
		SP:Iteration 2F (135775.820000 sec): 3 clusters
  Score: Raw -335803.647800 + Penalty 2701.044696 = -333102.603104
  nChanged 299
		SP:Iteration 3F (135775.990000 sec): 3 clusters
  Score: Raw -336046.834437 + Penalty 2701.044696 = -333345.789740
  nChanged 237
		SP:Iteration 4F (135776.170000 sec): 3 clusters
  Score: Raw -336207.069467 + Penalty 2701.044696 = -333506.024771
  nChanged 171
		SP:Iteration 5Q (135776.320000 sec): 3 clusters
  Score: Raw -336283.217582 + Penalty 2701.044696 = -333582.172886
  nChanged 118
		SP:Iteration 6Q (135776.390000 sec): 3 clusters
  Score: Raw -336338.987693 + Penalty 2701.044696 = -333637.942997
  nChanged 92
		SP:Iteration 7Q (135776.470000 sec): 3 clusters
  Score: Raw -336388.324612 + Penalty 2701.044696 = -333687.279916
  nChanged 76
		SP:Iteration 8Q (135776.560000 sec): 3 clusters
  Score: Raw -336422.628754 + Penalty 2701.044696 = -333721.584058
  nChanged 63
		SP:Iteration 9Q (135776.640000 sec): 3 clusters
  Score: Raw -336445.359014 + Penalty 2701.044696 = -333744.314318
  nChanged 36
		SP:Iteration 10Q (135776.720000 sec): 3 clusters
  Score: Raw -336456.940688 + Penalty 2701.044696 = -333755.895992
  nChanged 22
		SP:Iteration 11Q (135776.790000 sec): 3 clusters
  Score: Raw -336464.965204 + Penalty 2701.044696 = -333763.920508
  nChanged 24
		SP:Iteration 12Q (135776.870000 sec): 3 clusters
  Score: Raw -336472.312686 + Penalty 2701.044696 = -333771.267990
  nChanged 11
		SP:Iteration 13Q (135776.940000 sec): 3 clusters
  Score: Raw -336476.342418 + Penalty 2701.044696 = -333775.297722
  nChanged 15
		SP:Iteration 14Q (135777.020000 sec): 3 clusters
  Score: Raw -336483.884573 + Penalty 2701.044696 = -333782.839877
  nChanged 23
		SP:Iteration 15Q (135777.100000 sec): 3 clusters
  Score: Raw -336493.674224 + Penalty 2701.044696 = -333792.629528
  nChanged 18
		SP:Iteration 16Q (135777.260000 sec): 3 clusters
  Score: Raw -336500.999330 + Penalty 2701.044696 = -333799.954634
  nChanged 20
		SP:Iteration 17Q (135777.400000 sec): 3 clusters
  Score: Raw -336508.192565 + Penalty 2701.044696 = -333807.147869
  nChanged 17
		SP:Iteration 18Q (135777.570000 sec): 3 clusters
  Score: Raw -336513.852480 + Penalty 2701.044696 = -333812.807784
  nChanged 14
		SP:Iteration 19Q (135777.740000 sec): 3 clusters
  Score: Raw -336517.388434 + Penalty 2701.044696 = -333816.343738
  nChanged 6
		SP:Iteration 20F (135777.920000 sec): 3 clusters
  Score: Raw -336518.985650 + Penalty 2701.044696 = -333817.940954
  nChanged 4
		SP:Iteration 21Q (135778.100000 sec): 3 clusters
  Score: Raw -336520.122799 + Penalty 2701.044696 = -333819.078102
  nChanged 4
		SP:Iteration 22Q (135778.270000 sec): 3 clusters
  Score: Raw -336521.098755 + Penalty 2701.044696 = -333820.054059
  nChanged 7
		SP:Iteration 23Q (135778.450000 sec): 3 clusters
  Score: Raw -336523.060046 + Penalty 2701.044696 = -333822.015350
  nChanged 6
		SP:Iteration 24Q (135778.650000 sec): 3 clusters
  Score: Raw -336524.186666 + Penalty 2701.044696 = -333823.141970
  nChanged 4
		SP:Iteration 25Q (135778.800000 sec): 3 clusters
  Score: Raw -336525.266502 + Penalty 2701.044696 = -333824.221806
  nChanged 1
		SP:Iteration 26Q (135778.980000 sec): 3 clusters
  Score: Raw -336525.514354 + Penalty 2701.044696 = -333824.469658
  nChanged 2
		SP:Iteration 27Q (135779.150000 sec): 3 clusters
  Score: Raw -336525.785344 + Penalty 2701.044696 = -333824.740648
  nChanged 4
		SP:Iteration 28Q (135779.330000 sec): 3 clusters
  Score: Raw -336526.711119 + Penalty 2701.044696 = -333825.666423
  nChanged 2
		SP:Iteration 29Q (135779.500000 sec): 3 clusters
  Score: Raw -336526.983404 + Penalty 2701.044696 = -333825.938708
  nChanged 1
		SP:Iteration 30Q (135779.680000 sec): 3 clusters
  Score: Raw -336527.170638 + Penalty 2701.044696 = -333826.125942
  nChanged 1
		SP:Iteration 31Q (135779.860000 sec): 3 clusters
  Score: Raw -336527.642169 + Penalty 2701.044696 = -333826.597473
  nChanged 2
		SP:Iteration 32Q (135780.030000 sec): 3 clusters
  Score: Raw -336528.162145 + Penalty 2701.044696 = -333827.117449
  nChanged 2
		SP:Iteration 33Q (135780.200000 sec): 3 clusters
  Score: Raw -336528.689138 + Penalty 2701.044696 = -333827.644442
  nChanged 3
		SP:Iteration 34Q (135780.380000 sec): 3 clusters
  Score: Raw -336529.433545 + Penalty 2701.044696 = -333828.388849
  nChanged 2
		SP:Iteration 35Q (135780.560000 sec): 3 clusters
  Score: Raw -336530.008011 + Penalty 2701.044696 = -333828.963315
  nChanged 5
		SP:Iteration 36Q (135780.730000 sec): 3 clusters
  Score: Raw -336531.280173 + Penalty 2701.044696 = -333830.235477
  nChanged 3
		SP:Iteration 37Q (135780.910000 sec): 3 clusters
  Score: Raw -336532.430992 + Penalty 2701.044696 = -333831.386296
  nChanged 7
		SP:Iteration 38Q (135781.160000 sec): 3 clusters
  Score: Raw -336534.303319 + Penalty 2701.044696 = -333833.258623
  nChanged 7
		SP:Iteration 39Q (135781.270000 sec): 3 clusters
  Score: Raw -336536.906511 + Penalty 2701.044696 = -333835.861814
  nChanged 11
		SP:Iteration 40F (135781.440000 sec): 3 clusters
  Score: Raw -336539.795849 + Penalty 2701.044696 = -333838.751153
  nChanged 5
		SP:Iteration 41Q (135781.620000 sec): 3 clusters
  Score: Raw -336541.464545 + Penalty 2701.044696 = -333840.419849
  nChanged 3
		SP:Iteration 42Q (135781.800000 sec): 3 clusters
  Score: Raw -336543.042975 + Penalty 2701.044696 = -333841.998279
  nChanged 4
		SP:Iteration 43Q (135781.970000 sec): 3 clusters
  Score: Raw -336545.064072 + Penalty 2701.044696 = -333844.019376
  nChanged 3
		SP:Iteration 44Q (135782.120000 sec): 3 clusters
  Score: Raw -336546.469708 + Penalty 2701.044696 = -333845.425012
  nChanged 5
		SP:Iteration 45Q (135782.200000 sec): 3 clusters
  Score: Raw -336548.004570 + Penalty 2701.044696 = -333846.959874
  nChanged 4
		SP:Iteration 46Q (135782.280000 sec): 3 clusters
  Score: Raw -336548.914830 + Penalty 2701.044696 = -333847.870134
  nChanged 5
		SP:Iteration 47Q (135782.360000 sec): 3 clusters
  Score: Raw -336550.476619 + Penalty 2701.044696 = -333849.431923
  nChanged 6
		SP:Iteration 48Q (135782.430000 sec): 3 clusters
  Score: Raw -336551.297536 + Penalty 2701.044696 = -333850.252840
  nChanged 5
		SP:Iteration 49Q (135782.510000 sec): 3 clusters
  Score: Raw -336552.750753 + Penalty 2701.044696 = -333851.706057
  nChanged 3
		SP:Iteration 50Q (135782.590000 sec): 3 clusters
  Score: Raw -336554.306113 + Penalty 2701.044696 = -333853.261417
  nChanged 6
		SP:Iteration 51Q (135782.750000 sec): 3 clusters
  Score: Raw -336556.207135 + Penalty 2701.044696 = -333855.162439
  nChanged 4
		SP:Iteration 52Q (135782.830000 sec): 3 clusters
  Score: Raw -336557.538643 + Penalty 2701.044696 = -333856.493947
  nChanged 5
		SP:Iteration 53Q (135782.910000 sec): 3 clusters
  Score: Raw -336559.367125 + Penalty 2701.044696 = -333858.322428
  nChanged 8
		SP:Iteration 54Q (135782.990000 sec): 3 clusters
  Score: Raw -336560.639450 + Penalty 2701.044696 = -333859.594754
  nChanged 1
		SP:Iteration 55Q (135783.070000 sec): 3 clusters
  Score: Raw -336561.038961 + Penalty 2701.044696 = -333859.994265
  nChanged 2
		SP:Iteration 56Q (135783.150000 sec): 3 clusters
  Score: Raw -336561.597415 + Penalty 2701.044696 = -333860.552719
  nChanged 2
		SP:Iteration 57Q (135783.220000 sec): 3 clusters
  Score: Raw -336562.179195 + Penalty 2701.044696 = -333861.134499
  nChanged 4
		SP:Iteration 58Q (135783.300000 sec): 3 clusters
  Score: Raw -336563.073237 + Penalty 2701.044696 = -333862.028541
  nChanged 1
		SP:Iteration 59Q (135783.380000 sec): 3 clusters
  Score: Raw -336563.242924 + Penalty 2701.044696 = -333862.198228
  nChanged 2
		SP:Iteration 60F (135783.460000 sec): 3 clusters
  Score: Raw -336563.902080 + Penalty 2701.044696 = -333862.857384
  nChanged 1
		SP:Iteration 61Q (135783.540000 sec): 3 clusters
  Score: Raw -336564.156307 + Penalty 2701.044696 = -333863.111611
  nChanged 3
		SP:Iteration 62Q (135783.620000 sec): 3 clusters
  Score: Raw -336564.796469 + Penalty 2701.044696 = -333863.751773
  nChanged 2
		SP:Iteration 63Q (135783.700000 sec): 3 clusters
  Score: Raw -336565.264891 + Penalty 2701.044696 = -333864.220195
  nChanged 1
		SP:Iteration 64Q (135783.780000 sec): 3 clusters
  Score: Raw -336565.580201 + Penalty 2701.044696 = -333864.535505
  nChanged 0
		SP:Iteration 65F (135783.850000 sec): 3 clusters
  Score: Raw -336565.580201 + Penalty 2701.044696 = -333864.535505
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 98 (4794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135783.950000 sec): 2 clusters
  Score: Raw -461858.467302 + Penalty 1377.207067 = -460481.260234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135784.200000 sec): 3 clusters
  Score: Raw -459397.245373 + Penalty 2754.414135 = -456642.831238
  nChanged 1917
		SP:Iteration 1F (135784.280000 sec): 3 clusters
  Score: Raw -460553.914661 + Penalty 2754.414135 = -457799.500526
  nChanged 372
		SP:Iteration 2F (135784.370000 sec): 3 clusters
  Score: Raw -460804.856059 + Penalty 2754.414135 = -458050.441925
  nChanged 293
		SP:Iteration 3F (135784.450000 sec): 3 clusters
  Score: Raw -460983.043235 + Penalty 2754.414135 = -458228.629100
  nChanged 237
		SP:Iteration 4Q (135784.540000 sec): 3 clusters
  Score: Raw -461111.714828 + Penalty 2754.414135 = -458357.300693
  nChanged 174
		SP:Iteration 5Q (135784.630000 sec): 3 clusters
  Score: Raw -461195.462509 + Penalty 2754.414135 = -458441.048374
  nChanged 148
		SP:Iteration 6Q (135784.720000 sec): 3 clusters
  Score: Raw -461270.869770 + Penalty 2754.414135 = -458516.455635
  nChanged 132
		SP:Iteration 7Q (135784.810000 sec): 3 clusters
  Score: Raw -461331.838875 + Penalty 2754.414135 = -458577.424741
  nChanged 128
		SP:Iteration 8Q (135784.900000 sec): 3 clusters
  Score: Raw -461395.285768 + Penalty 2754.414135 = -458640.871634
  nChanged 111
		SP:Iteration 9Q (135784.990000 sec): 3 clusters
  Score: Raw -461448.255604 + Penalty 2754.414135 = -458693.841470
  nChanged 104
		SP:Iteration 10Q (135785.080000 sec): 3 clusters
  Score: Raw -461499.615410 + Penalty 2754.414135 = -458745.201275
  nChanged 101
		SP:Iteration 11Q (135785.170000 sec): 3 clusters
  Score: Raw -461549.886833 + Penalty 2754.414135 = -458795.472698
  nChanged 92
		SP:Iteration 12Q (135785.260000 sec): 3 clusters
  Score: Raw -461591.101634 + Penalty 2754.414135 = -458836.687499
  nChanged 91
		SP:Iteration 13Q (135785.350000 sec): 3 clusters
  Score: Raw -461638.028748 + Penalty 2754.414135 = -458883.614613
  nChanged 83
		SP:Iteration 14Q (135785.440000 sec): 3 clusters
  Score: Raw -461683.324126 + Penalty 2754.414135 = -458928.909992
  nChanged 68
		SP:Iteration 15Q (135785.530000 sec): 3 clusters
  Score: Raw -461720.751096 + Penalty 2754.414135 = -458966.336961
  nChanged 72
		SP:Iteration 16Q (135785.610000 sec): 3 clusters
  Score: Raw -461765.207511 + Penalty 2754.414135 = -459010.793376
  nChanged 67
		SP:Iteration 17Q (135785.700000 sec): 3 clusters
  Score: Raw -461807.579280 + Penalty 2754.414135 = -459053.165145
  nChanged 63
		SP:Iteration 18Q (135785.840000 sec): 3 clusters
  Score: Raw -461846.131289 + Penalty 2754.414135 = -459091.717154
  nChanged 67
		SP:Iteration 19Q (135785.930000 sec): 3 clusters
  Score: Raw -461894.733734 + Penalty 2754.414135 = -459140.319600
  nChanged 50
		SP:Iteration 20F (135786.020000 sec): 3 clusters
  Score: Raw -461921.467678 + Penalty 2754.414135 = -459167.053543
  nChanged 39
		SP:Iteration 21Q (135786.110000 sec): 3 clusters
  Score: Raw -461943.884882 + Penalty 2754.414135 = -459189.470747
  nChanged 38
		SP:Iteration 22Q (135786.200000 sec): 3 clusters
  Score: Raw -461965.385555 + Penalty 2754.414135 = -459210.971420
  nChanged 26
		SP:Iteration 23Q (135786.290000 sec): 3 clusters
  Score: Raw -461979.127498 + Penalty 2754.414135 = -459224.713363
  nChanged 22
		SP:Iteration 24Q (135786.380000 sec): 3 clusters
  Score: Raw -461989.853460 + Penalty 2754.414135 = -459235.439325
  nChanged 18
		SP:Iteration 25Q (135786.470000 sec): 3 clusters
  Score: Raw -462001.908226 + Penalty 2754.414135 = -459247.494091
  nChanged 19
		SP:Iteration 26Q (135786.560000 sec): 3 clusters
  Score: Raw -462012.267953 + Penalty 2754.414135 = -459257.853818
  nChanged 14
		SP:Iteration 27Q (135786.650000 sec): 3 clusters
  Score: Raw -462020.576087 + Penalty 2754.414135 = -459266.161952
  nChanged 14
		SP:Iteration 28Q (135786.740000 sec): 3 clusters
  Score: Raw -462027.403393 + Penalty 2754.414135 = -459272.989258
  nChanged 8
		SP:Iteration 29Q (135786.820000 sec): 3 clusters
  Score: Raw -462030.160999 + Penalty 2754.414135 = -459275.746864
  nChanged 2
		SP:Iteration 30Q (135786.920000 sec): 3 clusters
  Score: Raw -462030.808820 + Penalty 2754.414135 = -459276.394685
  nChanged 2
		SP:Iteration 31Q (135787.000000 sec): 3 clusters
  Score: Raw -462031.272817 + Penalty 2754.414135 = -459276.858682
  nChanged 3
		SP:Iteration 32Q (135787.090000 sec): 3 clusters
  Score: Raw -462032.495011 + Penalty 2754.414135 = -459278.080876
  nChanged 3
		SP:Iteration 33Q (135787.170000 sec): 3 clusters
  Score: Raw -462034.333671 + Penalty 2754.414135 = -459279.919536
  nChanged 1
		SP:Iteration 34Q (135787.260000 sec): 3 clusters
  Score: Raw -462034.683132 + Penalty 2754.414135 = -459280.268997
  nChanged 2
		SP:Iteration 35Q (135787.350000 sec): 3 clusters
  Score: Raw -462035.530091 + Penalty 2754.414135 = -459281.115956
  nChanged 3
		SP:Iteration 36Q (135787.440000 sec): 3 clusters
  Score: Raw -462036.747241 + Penalty 2754.414135 = -459282.333106
  nChanged 1
		SP:Iteration 37Q (135787.520000 sec): 3 clusters
  Score: Raw -462037.275899 + Penalty 2754.414135 = -459282.861765
  nChanged 2
		SP:Iteration 38Q (135787.610000 sec): 3 clusters
  Score: Raw -462038.415102 + Penalty 2754.414135 = -459284.000967
  nChanged 3
		SP:Iteration 39Q (135787.700000 sec): 3 clusters
  Score: Raw -462039.816574 + Penalty 2754.414135 = -459285.402439
  nChanged 4
		SP:Iteration 40F (135787.790000 sec): 3 clusters
  Score: Raw -462041.701517 + Penalty 2754.414135 = -459287.287382
  nChanged 2
		SP:Iteration 41Q (135787.880000 sec): 3 clusters
  Score: Raw -462042.387174 + Penalty 2754.414135 = -459287.973039
  nChanged 3
		SP:Iteration 42Q (135787.960000 sec): 3 clusters
  Score: Raw -462044.218924 + Penalty 2754.414135 = -459289.804789
  nChanged 3
		SP:Iteration 43Q (135788.050000 sec): 3 clusters
  Score: Raw -462046.899222 + Penalty 2754.414135 = -459292.485087
  nChanged 5
		SP:Iteration 44Q (135788.140000 sec): 3 clusters
  Score: Raw -462049.458890 + Penalty 2754.414135 = -459295.044756
  nChanged 4
		SP:Iteration 45Q (135788.230000 sec): 3 clusters
  Score: Raw -462052.228997 + Penalty 2754.414135 = -459297.814862
  nChanged 3
		SP:Iteration 46Q (135788.320000 sec): 3 clusters
  Score: Raw -462054.124487 + Penalty 2754.414135 = -459299.710352
  nChanged 4
		SP:Iteration 47Q (135788.400000 sec): 3 clusters
  Score: Raw -462056.328089 + Penalty 2754.414135 = -459301.913954
  nChanged 8
		SP:Iteration 48Q (135788.490000 sec): 3 clusters
  Score: Raw -462062.297214 + Penalty 2754.414135 = -459307.883079
  nChanged 13
		SP:Iteration 49Q (135788.580000 sec): 3 clusters
  Score: Raw -462071.799698 + Penalty 2754.414135 = -459317.385563
  nChanged 7
		SP:Iteration 50Q (135788.660000 sec): 3 clusters
  Score: Raw -462076.394215 + Penalty 2754.414135 = -459321.980080
  nChanged 4
		SP:Iteration 51Q (135788.750000 sec): 3 clusters
  Score: Raw -462079.246109 + Penalty 2754.414135 = -459324.831974
  nChanged 4
		SP:Iteration 52Q (135788.840000 sec): 3 clusters
  Score: Raw -462081.070402 + Penalty 2754.414135 = -459326.656267
  nChanged 4
		SP:Iteration 53Q (135788.930000 sec): 3 clusters
  Score: Raw -462082.841455 + Penalty 2754.414135 = -459328.427320
  nChanged 0
		SP:Iteration 54F (135789.020000 sec): 3 clusters
  Score: Raw -462082.841455 + Penalty 2754.414135 = -459328.427320
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 99 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135789.060000 sec): 2 clusters
  Score: Raw -100665.683358 + Penalty 1144.371503 = -99521.311855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135789.100000 sec): 3 clusters
  Score: Raw -100269.553748 + Penalty 2288.743006 = -97980.810743
  nChanged 339
		SP:Iteration 1F (135789.120000 sec): 3 clusters
  Score: Raw -100566.325112 + Penalty 2288.743006 = -98277.582107
  nChanged 90
		SP:Iteration 2F (135789.150000 sec): 3 clusters
  Score: Raw -100660.742045 + Penalty 2288.743006 = -98371.999039
  nChanged 49
		SP:Iteration 3Q (135789.170000 sec): 3 clusters
  Score: Raw -100709.496281 + Penalty 2288.743006 = -98420.753275
  nChanged 34
		SP:Iteration 4Q (135789.210000 sec): 3 clusters
  Score: Raw -100745.017255 + Penalty 2288.743006 = -98456.274249
  nChanged 20
		SP:Iteration 5Q (135789.230000 sec): 3 clusters
  Score: Raw -100755.902646 + Penalty 2288.743006 = -98467.159640
  nChanged 9
		SP:Iteration 6Q (135789.260000 sec): 3 clusters
  Score: Raw -100762.114297 + Penalty 2288.743006 = -98473.371291
  nChanged 5
		SP:Iteration 7Q (135789.290000 sec): 3 clusters
  Score: Raw -100765.858383 + Penalty 2288.743006 = -98477.115377
  nChanged 5
		SP:Iteration 8Q (135789.310000 sec): 3 clusters
  Score: Raw -100769.495798 + Penalty 2288.743006 = -98480.752792
  nChanged 4
		SP:Iteration 9Q (135789.340000 sec): 3 clusters
  Score: Raw -100773.122597 + Penalty 2288.743006 = -98484.379591
  nChanged 1
		SP:Iteration 10Q (135789.370000 sec): 3 clusters
  Score: Raw -100774.937515 + Penalty 2288.743006 = -98486.194509
  nChanged 4
		SP:Iteration 11Q (135789.390000 sec): 3 clusters
  Score: Raw -100778.352740 + Penalty 2288.743006 = -98489.609734
  nChanged 3
		SP:Iteration 12Q (135789.420000 sec): 3 clusters
  Score: Raw -100780.418245 + Penalty 2288.743006 = -98491.675239
  nChanged 5
		SP:Iteration 13Q (135789.450000 sec): 3 clusters
  Score: Raw -100785.357453 + Penalty 2288.743006 = -98496.614447
  nChanged 5
		SP:Iteration 14Q (135789.480000 sec): 3 clusters
  Score: Raw -100788.991815 + Penalty 2288.743006 = -98500.248809
  nChanged 1
		SP:Iteration 15Q (135789.510000 sec): 3 clusters
  Score: Raw -100789.485815 + Penalty 2288.743006 = -98500.742809
  nChanged 1
		SP:Iteration 16Q (135789.530000 sec): 3 clusters
  Score: Raw -100791.178495 + Penalty 2288.743006 = -98502.435489
  nChanged 4
		SP:Iteration 17Q (135789.550000 sec): 3 clusters
  Score: Raw -100794.043606 + Penalty 2288.743006 = -98505.300600
  nChanged 3
		SP:Iteration 18Q (135789.580000 sec): 3 clusters
  Score: Raw -100796.275871 + Penalty 2288.743006 = -98507.532865
  nChanged 3
		SP:Iteration 19Q (135789.610000 sec): 3 clusters
  Score: Raw -100797.863181 + Penalty 2288.743006 = -98509.120175
  nChanged 1
		SP:Iteration 20F (135789.630000 sec): 3 clusters
  Score: Raw -100799.933753 + Penalty 2288.743006 = -98511.190747
  nChanged 2
		SP:Iteration 21Q (135789.660000 sec): 3 clusters
  Score: Raw -100800.197218 + Penalty 2288.743006 = -98511.454212
  nChanged 0
		SP:Iteration 22F (135789.680000 sec): 3 clusters
  Score: Raw -100800.197218 + Penalty 2288.743006 = -98511.454212
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 100 (6235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135789.780000 sec): 2 clusters
  Score: Raw -533303.616652 + Penalty 1419.914252 = -531883.702400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135789.990000 sec): 3 clusters
  Score: Raw -529913.674806 + Penalty 2839.828504 = -527073.846302
  nChanged 2625
		SP:Iteration 1F (135790.200000 sec): 3 clusters
  Score: Raw -531602.252131 + Penalty 2839.828504 = -528762.423627
  nChanged 536
		SP:Iteration 2F (135790.410000 sec): 3 clusters
  Score: Raw -531978.088561 + Penalty 2839.828504 = -529138.260057
  nChanged 431
		SP:Iteration 3F (135790.620000 sec): 3 clusters
  Score: Raw -532278.868777 + Penalty 2839.828504 = -529439.040273
  nChanged 367
		SP:Iteration 4F (135790.830000 sec): 3 clusters
  Score: Raw -532497.214280 + Penalty 2839.828504 = -529657.385776
  nChanged 253
		SP:Iteration 5Q (135791.030000 sec): 3 clusters
  Score: Raw -532632.106262 + Penalty 2839.828504 = -529792.277758
  nChanged 232
		SP:Iteration 6Q (135791.250000 sec): 3 clusters
  Score: Raw -532744.850035 + Penalty 2839.828504 = -529905.021531
  nChanged 189
		SP:Iteration 7Q (135791.450000 sec): 3 clusters
  Score: Raw -532834.852545 + Penalty 2839.828504 = -529995.024041
  nChanged 175
		SP:Iteration 8Q (135791.670000 sec): 3 clusters
  Score: Raw -532922.961853 + Penalty 2839.828504 = -530083.133349
  nChanged 143
		SP:Iteration 9Q (135791.870000 sec): 3 clusters
  Score: Raw -532997.564508 + Penalty 2839.828504 = -530157.736004
  nChanged 143
		SP:Iteration 10Q (135792.090000 sec): 3 clusters
  Score: Raw -533075.849990 + Penalty 2839.828504 = -530236.021486
  nChanged 151
		SP:Iteration 11Q (135792.290000 sec): 3 clusters
  Score: Raw -533135.742355 + Penalty 2839.828504 = -530295.913852
  nChanged 111
		SP:Iteration 12Q (135792.510000 sec): 3 clusters
  Score: Raw -533183.074615 + Penalty 2839.828504 = -530343.246111
  nChanged 118
		SP:Iteration 13Q (135792.720000 sec): 3 clusters
  Score: Raw -533239.435141 + Penalty 2839.828504 = -530399.606637
  nChanged 110
		SP:Iteration 14Q (135792.930000 sec): 3 clusters
  Score: Raw -533283.482038 + Penalty 2839.828504 = -530443.653534
  nChanged 95
		SP:Iteration 15Q (135793.130000 sec): 3 clusters
  Score: Raw -533319.811632 + Penalty 2839.828504 = -530479.983128
  nChanged 91
		SP:Iteration 16Q (135793.340000 sec): 3 clusters
  Score: Raw -533358.085908 + Penalty 2839.828504 = -530518.257404
  nChanged 100
		SP:Iteration 17Q (135793.550000 sec): 3 clusters
  Score: Raw -533393.489971 + Penalty 2839.828504 = -530553.661468
  nChanged 79
		SP:Iteration 18Q (135793.760000 sec): 3 clusters
  Score: Raw -533422.065297 + Penalty 2839.828504 = -530582.236793
  nChanged 72
		SP:Iteration 19Q (135793.970000 sec): 3 clusters
  Score: Raw -533445.394275 + Penalty 2839.828504 = -530605.565771
  nChanged 73
		SP:Iteration 20F (135794.180000 sec): 3 clusters
  Score: Raw -533471.433165 + Penalty 2839.828504 = -530631.604662
  nChanged 69
		SP:Iteration 21Q (135794.390000 sec): 3 clusters
  Score: Raw -533491.842893 + Penalty 2839.828504 = -530652.014389
  nChanged 62
		SP:Iteration 22Q (135794.590000 sec): 3 clusters
  Score: Raw -533514.270932 + Penalty 2839.828504 = -530674.442428
  nChanged 67
		SP:Iteration 23Q (135794.800000 sec): 3 clusters
  Score: Raw -533541.184161 + Penalty 2839.828504 = -530701.355657
  nChanged 68
		SP:Iteration 24Q (135795.010000 sec): 3 clusters
  Score: Raw -533573.678071 + Penalty 2839.828504 = -530733.849568
  nChanged 74
		SP:Iteration 25Q (135795.220000 sec): 3 clusters
  Score: Raw -533601.412113 + Penalty 2839.828504 = -530761.583609
  nChanged 68
		SP:Iteration 26Q (135795.430000 sec): 3 clusters
  Score: Raw -533622.021384 + Penalty 2839.828504 = -530782.192880
  nChanged 40
		SP:Iteration 27Q (135795.640000 sec): 3 clusters
  Score: Raw -533631.391972 + Penalty 2839.828504 = -530791.563468
  nChanged 27
		SP:Iteration 28Q (135795.850000 sec): 3 clusters
  Score: Raw -533636.991993 + Penalty 2839.828504 = -530797.163489
  nChanged 19
		SP:Iteration 29Q (135796.060000 sec): 3 clusters
  Score: Raw -533641.542884 + Penalty 2839.828504 = -530801.714380
  nChanged 24
		SP:Iteration 30Q (135796.270000 sec): 3 clusters
  Score: Raw -533647.787216 + Penalty 2839.828504 = -530807.958713
  nChanged 29
		SP:Iteration 31Q (135796.480000 sec): 3 clusters
  Score: Raw -533656.187004 + Penalty 2839.828504 = -530816.358500
  nChanged 39
		SP:Iteration 32Q (135796.690000 sec): 3 clusters
  Score: Raw -533666.588249 + Penalty 2839.828504 = -530826.759745
  nChanged 42
		SP:Iteration 33Q (135796.900000 sec): 3 clusters
  Score: Raw -533679.828952 + Penalty 2839.828504 = -530840.000448
  nChanged 43
		SP:Iteration 34Q (135797.110000 sec): 3 clusters
  Score: Raw -533696.105216 + Penalty 2839.828504 = -530856.276712
  nChanged 49
		SP:Iteration 35Q (135797.320000 sec): 3 clusters
  Score: Raw -533711.845475 + Penalty 2839.828504 = -530872.016972
  nChanged 43
		SP:Iteration 36Q (135797.530000 sec): 3 clusters
  Score: Raw -533726.919434 + Penalty 2839.828504 = -530887.090930
  nChanged 54
		SP:Iteration 37Q (135797.740000 sec): 3 clusters
  Score: Raw -533744.063156 + Penalty 2839.828504 = -530904.234652
  nChanged 56
		SP:Iteration 38Q (135797.950000 sec): 3 clusters
  Score: Raw -533765.346812 + Penalty 2839.828504 = -530925.518308
  nChanged 62
		SP:Iteration 39Q (135798.160000 sec): 3 clusters
  Score: Raw -533785.062729 + Penalty 2839.828504 = -530945.234225
  nChanged 48
		SP:Iteration 40F (135798.370000 sec): 3 clusters
  Score: Raw -533796.905472 + Penalty 2839.828504 = -530957.076969
  nChanged 32
		SP:Iteration 41Q (135798.580000 sec): 3 clusters
  Score: Raw -533805.973343 + Penalty 2839.828504 = -530966.144839
  nChanged 39
		SP:Iteration 42Q (135798.790000 sec): 3 clusters
  Score: Raw -533815.528532 + Penalty 2839.828504 = -530975.700028
  nChanged 27
		SP:Iteration 43Q (135799.000000 sec): 3 clusters
  Score: Raw -533826.788619 + Penalty 2839.828504 = -530986.960115
  nChanged 34
		SP:Iteration 44Q (135799.210000 sec): 3 clusters
  Score: Raw -533839.757111 + Penalty 2839.828504 = -530999.928607
  nChanged 35
		SP:Iteration 45Q (135799.420000 sec): 3 clusters
  Score: Raw -533851.349532 + Penalty 2839.828504 = -531011.521028
  nChanged 36
		SP:Iteration 46Q (135799.630000 sec): 3 clusters
  Score: Raw -533864.569876 + Penalty 2839.828504 = -531024.741372
  nChanged 37
		SP:Iteration 47Q (135799.840000 sec): 3 clusters
  Score: Raw -533876.354718 + Penalty 2839.828504 = -531036.526214
  nChanged 38
		SP:Iteration 48Q (135800.050000 sec): 3 clusters
  Score: Raw -533890.090801 + Penalty 2839.828504 = -531050.262297
  nChanged 35
		SP:Iteration 49Q (135800.250000 sec): 3 clusters
  Score: Raw -533901.372804 + Penalty 2839.828504 = -531061.544300
  nChanged 23
		SP:Iteration 50Q (135800.460000 sec): 3 clusters
  Score: Raw -533907.351646 + Penalty 2839.828504 = -531067.523142
  nChanged 26
		SP:Iteration 51Q (135800.670000 sec): 3 clusters
  Score: Raw -533913.774299 + Penalty 2839.828504 = -531073.945795
  nChanged 27
		SP:Iteration 52Q (135800.880000 sec): 3 clusters
  Score: Raw -533921.185429 + Penalty 2839.828504 = -531081.356925
  nChanged 25
		SP:Iteration 53Q (135801.090000 sec): 3 clusters
  Score: Raw -533928.795517 + Penalty 2839.828504 = -531088.967014
  nChanged 36
		SP:Iteration 54Q (135801.300000 sec): 3 clusters
  Score: Raw -533937.250059 + Penalty 2839.828504 = -531097.421555
  nChanged 29
		SP:Iteration 55Q (135801.500000 sec): 3 clusters
  Score: Raw -533944.315839 + Penalty 2839.828504 = -531104.487335
  nChanged 32
		SP:Iteration 56Q (135801.690000 sec): 3 clusters
  Score: Raw -533951.778780 + Penalty 2839.828504 = -531111.950276
  nChanged 23
		SP:Iteration 57Q (135801.890000 sec): 3 clusters
  Score: Raw -533957.151636 + Penalty 2839.828504 = -531117.323132
  nChanged 14
		SP:Iteration 58Q (135802.090000 sec): 3 clusters
  Score: Raw -533960.734283 + Penalty 2839.828504 = -531120.905779
  nChanged 15
		SP:Iteration 59Q (135802.280000 sec): 3 clusters
  Score: Raw -533964.337518 + Penalty 2839.828504 = -531124.509014
  nChanged 16
		SP:Iteration 60F (135802.470000 sec): 3 clusters
  Score: Raw -533967.572366 + Penalty 2839.828504 = -531127.743862
  nChanged 11
		SP:Iteration 61Q (135802.660000 sec): 3 clusters
  Score: Raw -533969.861251 + Penalty 2839.828504 = -531130.032747
  nChanged 11
		SP:Iteration 62Q (135802.850000 sec): 3 clusters
  Score: Raw -533972.146339 + Penalty 2839.828504 = -531132.317835
  nChanged 13
		SP:Iteration 63Q (135803.040000 sec): 3 clusters
  Score: Raw -533974.026933 + Penalty 2839.828504 = -531134.198429
  nChanged 12
		SP:Iteration 64Q (135803.230000 sec): 3 clusters
  Score: Raw -533976.068963 + Penalty 2839.828504 = -531136.240459
  nChanged 14
		SP:Iteration 65Q (135803.430000 sec): 3 clusters
  Score: Raw -533978.378450 + Penalty 2839.828504 = -531138.549946
  nChanged 8
		SP:Iteration 66Q (135803.620000 sec): 3 clusters
  Score: Raw -533979.959893 + Penalty 2839.828504 = -531140.131390
  nChanged 8
		SP:Iteration 67Q (135803.810000 sec): 3 clusters
  Score: Raw -533981.674494 + Penalty 2839.828504 = -531141.845990
  nChanged 7
		SP:Iteration 68Q (135804.000000 sec): 3 clusters
  Score: Raw -533983.070461 + Penalty 2839.828504 = -531143.241957
  nChanged 10
		SP:Iteration 69Q (135804.190000 sec): 3 clusters
  Score: Raw -533985.527749 + Penalty 2839.828504 = -531145.699245
  nChanged 9
		SP:Iteration 70Q (135804.390000 sec): 3 clusters
  Score: Raw -533987.111292 + Penalty 2839.828504 = -531147.282788
  nChanged 3
		SP:Iteration 71Q (135804.580000 sec): 3 clusters
  Score: Raw -533987.638206 + Penalty 2839.828504 = -531147.809702
  nChanged 5
		SP:Iteration 72Q (135804.770000 sec): 3 clusters
  Score: Raw -533988.851002 + Penalty 2839.828504 = -531149.022498
  nChanged 5
		SP:Iteration 73Q (135804.960000 sec): 3 clusters
  Score: Raw -533989.607714 + Penalty 2839.828504 = -531149.779210
  nChanged 4
		SP:Iteration 74Q (135805.150000 sec): 3 clusters
  Score: Raw -533990.348417 + Penalty 2839.828504 = -531150.519913
  nChanged 3
		SP:Iteration 75Q (135805.350000 sec): 3 clusters
  Score: Raw -533990.892556 + Penalty 2839.828504 = -531151.064052
  nChanged 4
		SP:Iteration 76Q (135805.540000 sec): 3 clusters
  Score: Raw -533991.946695 + Penalty 2839.828504 = -531152.118191
  nChanged 5
		SP:Iteration 77Q (135805.730000 sec): 3 clusters
  Score: Raw -533993.159540 + Penalty 2839.828504 = -531153.331036
  nChanged 4
		SP:Iteration 78Q (135805.920000 sec): 3 clusters
  Score: Raw -533993.617667 + Penalty 2839.828504 = -531153.789163
  nChanged 0
		SP:Iteration 79F (135806.110000 sec): 3 clusters
  Score: Raw -533993.617667 + Penalty 2839.828504 = -531153.789163
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 101 (1374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135806.190000 sec): 2 clusters
  Score: Raw -133910.678111 + Penalty 1174.140739 = -132736.537372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135806.350000 sec): 3 clusters
  Score: Raw -133390.743502 + Penalty 2348.281479 = -131042.462023
  nChanged 436
		SP:Iteration 1F (135806.510000 sec): 3 clusters
  Score: Raw -133683.435820 + Penalty 2348.281479 = -131335.154341
  nChanged 97
		SP:Iteration 2F (135806.670000 sec): 3 clusters
  Score: Raw -133770.851263 + Penalty 2348.281479 = -131422.569784
  nChanged 60
		SP:Iteration 3Q (135806.830000 sec): 3 clusters
  Score: Raw -133828.179144 + Penalty 2348.281479 = -131479.897665
  nChanged 55
		SP:Iteration 4Q (135806.990000 sec): 3 clusters
  Score: Raw -133872.087146 + Penalty 2348.281479 = -131523.805667
  nChanged 44
		SP:Iteration 5Q (135807.150000 sec): 3 clusters
  Score: Raw -133904.523252 + Penalty 2348.281479 = -131556.241773
  nChanged 33
		SP:Iteration 6Q (135807.310000 sec): 3 clusters
  Score: Raw -133929.306461 + Penalty 2348.281479 = -131581.024982
  nChanged 31
		SP:Iteration 7Q (135807.470000 sec): 3 clusters
  Score: Raw -133950.423897 + Penalty 2348.281479 = -131602.142419
  nChanged 20
		SP:Iteration 8Q (135807.630000 sec): 3 clusters
  Score: Raw -133966.629347 + Penalty 2348.281479 = -131618.347869
  nChanged 11
		SP:Iteration 9Q (135807.790000 sec): 3 clusters
  Score: Raw -133974.432997 + Penalty 2348.281479 = -131626.151519
  nChanged 13
		SP:Iteration 10Q (135807.950000 sec): 3 clusters
  Score: Raw -133986.195464 + Penalty 2348.281479 = -131637.913985
  nChanged 15
		SP:Iteration 11Q (135808.110000 sec): 3 clusters
  Score: Raw -133996.571983 + Penalty 2348.281479 = -131648.290505
  nChanged 12
		SP:Iteration 12Q (135808.270000 sec): 3 clusters
  Score: Raw -134002.551997 + Penalty 2348.281479 = -131654.270518
  nChanged 8
		SP:Iteration 13Q (135808.430000 sec): 3 clusters
  Score: Raw -134007.820985 + Penalty 2348.281479 = -131659.539506
  nChanged 5
		SP:Iteration 14Q (135808.590000 sec): 3 clusters
  Score: Raw -134010.811513 + Penalty 2348.281479 = -131662.530034
  nChanged 5
		SP:Iteration 15Q (135808.750000 sec): 3 clusters
  Score: Raw -134012.854049 + Penalty 2348.281479 = -131664.572570
  nChanged 5
		SP:Iteration 16Q (135808.900000 sec): 3 clusters
  Score: Raw -134016.396999 + Penalty 2348.281479 = -131668.115521
  nChanged 1
		SP:Iteration 17Q (135809.060000 sec): 3 clusters
  Score: Raw -134016.749030 + Penalty 2348.281479 = -131668.467552
  nChanged 4
		SP:Iteration 18Q (135809.220000 sec): 3 clusters
  Score: Raw -134018.533328 + Penalty 2348.281479 = -131670.251849
  nChanged 1
		SP:Iteration 19Q (135809.380000 sec): 3 clusters
  Score: Raw -134018.883281 + Penalty 2348.281479 = -131670.601803
  nChanged 2
		SP:Iteration 20F (135809.540000 sec): 3 clusters
  Score: Raw -134020.715242 + Penalty 2348.281479 = -131672.433763
  nChanged 5
		SP:Iteration 21Q (135809.700000 sec): 3 clusters
  Score: Raw -134026.100836 + Penalty 2348.281479 = -131677.819357
  nChanged 6
		SP:Iteration 22Q (135809.860000 sec): 3 clusters
  Score: Raw -134030.844612 + Penalty 2348.281479 = -131682.563134
  nChanged 6
		SP:Iteration 23Q (135810.020000 sec): 3 clusters
  Score: Raw -134037.082948 + Penalty 2348.281479 = -131688.801470
  nChanged 15
		SP:Iteration 24Q (135810.180000 sec): 3 clusters
  Score: Raw -134048.186982 + Penalty 2348.281479 = -131699.905503
  nChanged 14
		SP:Iteration 25Q (135810.340000 sec): 3 clusters
  Score: Raw -134058.934374 + Penalty 2348.281479 = -131710.652896
  nChanged 15
		SP:Iteration 26Q (135810.500000 sec): 3 clusters
  Score: Raw -134066.996966 + Penalty 2348.281479 = -131718.715487
  nChanged 8
		SP:Iteration 27Q (135810.670000 sec): 3 clusters
  Score: Raw -134072.812689 + Penalty 2348.281479 = -131724.531210
  nChanged 10
		SP:Iteration 28Q (135810.840000 sec): 3 clusters
  Score: Raw -134080.665548 + Penalty 2348.281479 = -131732.384070
  nChanged 10
		SP:Iteration 29Q (135811.020000 sec): 3 clusters
  Score: Raw -134086.759423 + Penalty 2348.281479 = -131738.477944
  nChanged 4
		SP:Iteration 30Q (135811.190000 sec): 3 clusters
  Score: Raw -134089.901469 + Penalty 2348.281479 = -131741.619991
  nChanged 2
		SP:Iteration 31Q (135811.360000 sec): 3 clusters
  Score: Raw -134091.232115 + Penalty 2348.281479 = -131742.950637
  nChanged 1
		SP:Iteration 32Q (135811.530000 sec): 3 clusters
  Score: Raw -134091.471054 + Penalty 2348.281479 = -131743.189575
  nChanged 0
		SP:Iteration 33F (135811.690000 sec): 3 clusters
  Score: Raw -134091.471054 + Penalty 2348.281479 = -131743.189575
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 102 (1810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135811.770000 sec): 2 clusters
  Score: Raw -144097.942404 + Penalty 1218.925845 = -142879.016558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135811.930000 sec): 3 clusters
  Score: Raw -143348.238712 + Penalty 2437.851690 = -140910.387021
  nChanged 627
		SP:Iteration 1F (135812.090000 sec): 3 clusters
  Score: Raw -143858.951868 + Penalty 2437.851690 = -141421.100177
  nChanged 162
		SP:Iteration 2F (135812.260000 sec): 3 clusters
  Score: Raw -144005.768403 + Penalty 2437.851690 = -141567.916712
  nChanged 106
		SP:Iteration 3F (135812.350000 sec): 3 clusters
  Score: Raw -144120.030917 + Penalty 2437.851690 = -141682.179226
  nChanged 79
		SP:Iteration 4Q (135812.390000 sec): 3 clusters
  Score: Raw -144186.734512 + Penalty 2437.851690 = -141748.882822
  nChanged 55
		SP:Iteration 5Q (135812.420000 sec): 3 clusters
  Score: Raw -144228.451651 + Penalty 2437.851690 = -141790.599961
  nChanged 43
		SP:Iteration 6Q (135812.460000 sec): 3 clusters
  Score: Raw -144258.760461 + Penalty 2437.851690 = -141820.908771
  nChanged 33
		SP:Iteration 7Q (135812.490000 sec): 3 clusters
  Score: Raw -144283.332467 + Penalty 2437.851690 = -141845.480777
  nChanged 39
		SP:Iteration 8Q (135812.530000 sec): 3 clusters
  Score: Raw -144317.100587 + Penalty 2437.851690 = -141879.248896
  nChanged 32
		SP:Iteration 9Q (135812.570000 sec): 3 clusters
  Score: Raw -144351.913245 + Penalty 2437.851690 = -141914.061554
  nChanged 25
		SP:Iteration 10Q (135812.600000 sec): 3 clusters
  Score: Raw -144372.615949 + Penalty 2437.851690 = -141934.764259
  nChanged 23
		SP:Iteration 11Q (135812.640000 sec): 3 clusters
  Score: Raw -144391.948341 + Penalty 2437.851690 = -141954.096650
  nChanged 25
		SP:Iteration 12Q (135812.670000 sec): 3 clusters
  Score: Raw -144411.865327 + Penalty 2437.851690 = -141974.013637
  nChanged 26
		SP:Iteration 13Q (135812.710000 sec): 3 clusters
  Score: Raw -144426.643618 + Penalty 2437.851690 = -141988.791928
  nChanged 15
		SP:Iteration 14Q (135812.750000 sec): 3 clusters
  Score: Raw -144436.696119 + Penalty 2437.851690 = -141998.844429
  nChanged 15
		SP:Iteration 15Q (135812.780000 sec): 3 clusters
  Score: Raw -144447.744614 + Penalty 2437.851690 = -142009.892923
  nChanged 9
		SP:Iteration 16Q (135812.820000 sec): 3 clusters
  Score: Raw -144453.246722 + Penalty 2437.851690 = -142015.395032
  nChanged 12
		SP:Iteration 17Q (135812.850000 sec): 3 clusters
  Score: Raw -144458.938899 + Penalty 2437.851690 = -142021.087209
  nChanged 6
		SP:Iteration 18Q (135812.890000 sec): 3 clusters
  Score: Raw -144461.459006 + Penalty 2437.851690 = -142023.607315
  nChanged 4
		SP:Iteration 19Q (135812.930000 sec): 3 clusters
  Score: Raw -144463.356772 + Penalty 2437.851690 = -142025.505081
  nChanged 4
		SP:Iteration 20F (135812.960000 sec): 3 clusters
  Score: Raw -144467.378699 + Penalty 2437.851690 = -142029.527009
  nChanged 5
		SP:Iteration 21Q (135813.000000 sec): 3 clusters
  Score: Raw -144471.382179 + Penalty 2437.851690 = -142033.530489
  nChanged 8
		SP:Iteration 22Q (135813.030000 sec): 3 clusters
  Score: Raw -144474.834483 + Penalty 2437.851690 = -142036.982792
  nChanged 1
		SP:Iteration 23Q (135813.070000 sec): 3 clusters
  Score: Raw -144475.535608 + Penalty 2437.851690 = -142037.683918
  nChanged 1
		SP:Iteration 24Q (135813.110000 sec): 3 clusters
  Score: Raw -144476.037880 + Penalty 2437.851690 = -142038.186189
  nChanged 1
		SP:Iteration 25Q (135813.140000 sec): 3 clusters
  Score: Raw -144476.188804 + Penalty 2437.851690 = -142038.337114
  nChanged 0
		SP:Iteration 26F (135813.180000 sec): 3 clusters
  Score: Raw -144476.188804 + Penalty 2437.851690 = -142038.337114
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 103 (3885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135813.250000 sec): 2 clusters
  Score: Raw -281469.511496 + Penalty 1343.042718 = -280126.468778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135813.320000 sec): 3 clusters
  Score: Raw -279588.774598 + Penalty 2686.085435 = -276902.689162
  nChanged 1496
		SP:Iteration 1F (135813.390000 sec): 3 clusters
  Score: Raw -280584.719027 + Penalty 2686.085435 = -277898.633592
  nChanged 380
		SP:Iteration 2F (135813.470000 sec): 3 clusters
  Score: Raw -280951.235606 + Penalty 2686.085435 = -278265.150170
  nChanged 318
		SP:Iteration 3F (135813.540000 sec): 3 clusters
  Score: Raw -281237.570645 + Penalty 2686.085435 = -278551.485210
  nChanged 250
		SP:Iteration 4F (135813.620000 sec): 3 clusters
  Score: Raw -281422.157135 + Penalty 2686.085435 = -278736.071700
  nChanged 182
		SP:Iteration 5Q (135813.690000 sec): 3 clusters
  Score: Raw -281564.053017 + Penalty 2686.085435 = -278877.967582
  nChanged 135
		SP:Iteration 6Q (135813.770000 sec): 3 clusters
  Score: Raw -281659.990898 + Penalty 2686.085435 = -278973.905463
  nChanged 112
		SP:Iteration 7Q (135813.840000 sec): 3 clusters
  Score: Raw -281742.717573 + Penalty 2686.085435 = -279056.632137
  nChanged 119
		SP:Iteration 8Q (135813.920000 sec): 3 clusters
  Score: Raw -281821.620200 + Penalty 2686.085435 = -279135.534765
  nChanged 96
		SP:Iteration 9Q (135813.990000 sec): 3 clusters
  Score: Raw -281887.483530 + Penalty 2686.085435 = -279201.398095
  nChanged 75
		SP:Iteration 10Q (135814.070000 sec): 3 clusters
  Score: Raw -281931.162775 + Penalty 2686.085435 = -279245.077340
  nChanged 55
		SP:Iteration 11Q (135814.140000 sec): 3 clusters
  Score: Raw -281958.848496 + Penalty 2686.085435 = -279272.763061
  nChanged 39
		SP:Iteration 12Q (135814.210000 sec): 3 clusters
  Score: Raw -281980.373057 + Penalty 2686.085435 = -279294.287622
  nChanged 48
		SP:Iteration 13Q (135814.290000 sec): 3 clusters
  Score: Raw -282006.941279 + Penalty 2686.085435 = -279320.855843
  nChanged 56
		SP:Iteration 14Q (135814.360000 sec): 3 clusters
  Score: Raw -282042.115978 + Penalty 2686.085435 = -279356.030543
  nChanged 57
		SP:Iteration 15Q (135814.440000 sec): 3 clusters
  Score: Raw -282084.281008 + Penalty 2686.085435 = -279398.195572
  nChanged 67
		SP:Iteration 16Q (135814.510000 sec): 3 clusters
  Score: Raw -282128.495552 + Penalty 2686.085435 = -279442.410116
  nChanged 63
		SP:Iteration 17Q (135814.580000 sec): 3 clusters
  Score: Raw -282159.124388 + Penalty 2686.085435 = -279473.038952
  nChanged 44
		SP:Iteration 18Q (135814.660000 sec): 3 clusters
  Score: Raw -282177.482758 + Penalty 2686.085435 = -279491.397322
  nChanged 28
		SP:Iteration 19Q (135814.730000 sec): 3 clusters
  Score: Raw -282187.537946 + Penalty 2686.085435 = -279501.452510
  nChanged 23
		SP:Iteration 20F (135814.810000 sec): 3 clusters
  Score: Raw -282196.429242 + Penalty 2686.085435 = -279510.343806
  nChanged 25
		SP:Iteration 21Q (135814.880000 sec): 3 clusters
  Score: Raw -282204.224518 + Penalty 2686.085435 = -279518.139082
  nChanged 22
		SP:Iteration 22Q (135814.950000 sec): 3 clusters
  Score: Raw -282210.264211 + Penalty 2686.085435 = -279524.178775
  nChanged 11
		SP:Iteration 23Q (135815.030000 sec): 3 clusters
  Score: Raw -282214.462969 + Penalty 2686.085435 = -279528.377534
  nChanged 17
		SP:Iteration 24Q (135815.100000 sec): 3 clusters
  Score: Raw -282219.654754 + Penalty 2686.085435 = -279533.569319
  nChanged 19
		SP:Iteration 25Q (135815.170000 sec): 3 clusters
  Score: Raw -282224.585336 + Penalty 2686.085435 = -279538.499901
  nChanged 15
		SP:Iteration 26Q (135815.250000 sec): 3 clusters
  Score: Raw -282229.264701 + Penalty 2686.085435 = -279543.179266
  nChanged 11
		SP:Iteration 27Q (135815.320000 sec): 3 clusters
  Score: Raw -282232.087595 + Penalty 2686.085435 = -279546.002159
  nChanged 8
		SP:Iteration 28Q (135815.390000 sec): 3 clusters
  Score: Raw -282235.365268 + Penalty 2686.085435 = -279549.279833
  nChanged 10
		SP:Iteration 29Q (135815.550000 sec): 3 clusters
  Score: Raw -282238.260303 + Penalty 2686.085435 = -279552.174868
  nChanged 6
		SP:Iteration 30Q (135815.620000 sec): 3 clusters
  Score: Raw -282239.563238 + Penalty 2686.085435 = -279553.477803
  nChanged 3
		SP:Iteration 31Q (135815.700000 sec): 3 clusters
  Score: Raw -282240.143905 + Penalty 2686.085435 = -279554.058469
  nChanged 3
		SP:Iteration 32Q (135815.770000 sec): 3 clusters
  Score: Raw -282241.444130 + Penalty 2686.085435 = -279555.358695
  nChanged 5
		SP:Iteration 33Q (135815.850000 sec): 3 clusters
  Score: Raw -282242.784647 + Penalty 2686.085435 = -279556.699212
  nChanged 5
		SP:Iteration 34Q (135815.920000 sec): 3 clusters
  Score: Raw -282244.088137 + Penalty 2686.085435 = -279558.002701
  nChanged 3
		SP:Iteration 35Q (135815.990000 sec): 3 clusters
  Score: Raw -282245.148918 + Penalty 2686.085435 = -279559.063483
  nChanged 6
		SP:Iteration 36Q (135816.060000 sec): 3 clusters
  Score: Raw -282247.484290 + Penalty 2686.085435 = -279561.398855
  nChanged 6
		SP:Iteration 37Q (135816.250000 sec): 3 clusters
  Score: Raw -282248.974045 + Penalty 2686.085435 = -279562.888609
  nChanged 1
		SP:Iteration 38Q (135816.430000 sec): 3 clusters
  Score: Raw -282249.346831 + Penalty 2686.085435 = -279563.261396
  nChanged 3
		SP:Iteration 39Q (135816.600000 sec): 3 clusters
  Score: Raw -282250.229838 + Penalty 2686.085435 = -279564.144403
  nChanged 2
		SP:Iteration 40F (135816.680000 sec): 3 clusters
  Score: Raw -282250.614544 + Penalty 2686.085435 = -279564.529109
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 104 (8573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135816.770000 sec): 2 clusters
  Score: Raw -812939.221669 + Penalty 1471.660614 = -811467.561055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135816.980000 sec): 3 clusters
  Score: Raw -808063.439570 + Penalty 2943.321228 = -805120.118343
  nChanged 3673
		SP:Iteration 1F (135817.180000 sec): 3 clusters
  Score: Raw -810058.148868 + Penalty 2943.321228 = -807114.827640
  nChanged 518
		SP:Iteration 2F (135817.370000 sec): 3 clusters
  Score: Raw -810296.532025 + Penalty 2943.321228 = -807353.210797
  nChanged 441
		SP:Iteration 3F (135817.560000 sec): 3 clusters
  Score: Raw -810522.643213 + Penalty 2943.321228 = -807579.321985
  nChanged 388
		SP:Iteration 4Q (135817.700000 sec): 3 clusters
  Score: Raw -810708.771496 + Penalty 2943.321228 = -807765.450268
  nChanged 353
		SP:Iteration 5Q (135817.890000 sec): 3 clusters
  Score: Raw -810903.540469 + Penalty 2943.321228 = -807960.219241
  nChanged 348
		SP:Iteration 6Q (135818.030000 sec): 3 clusters
  Score: Raw -811105.911010 + Penalty 2943.321228 = -808162.589782
  nChanged 347
		SP:Iteration 7Q (135818.240000 sec): 3 clusters
  Score: Raw -811323.348584 + Penalty 2943.321228 = -808380.027356
  nChanged 367
		SP:Iteration 8Q (135818.430000 sec): 3 clusters
  Score: Raw -811552.925458 + Penalty 2943.321228 = -808609.604230
  nChanged 388
		SP:Iteration 9Q (135818.630000 sec): 3 clusters
  Score: Raw -811818.505286 + Penalty 2943.321228 = -808875.184058
  nChanged 374
		SP:Iteration 10Q (135818.830000 sec): 3 clusters
  Score: Raw -812089.672142 + Penalty 2943.321228 = -809146.350914
  nChanged 343
		SP:Iteration 11Q (135819.020000 sec): 3 clusters
  Score: Raw -812354.500888 + Penalty 2943.321228 = -809411.179660
  nChanged 289
		SP:Iteration 12Q (135819.210000 sec): 3 clusters
  Score: Raw -812552.178486 + Penalty 2943.321228 = -809608.857259
  nChanged 207
		SP:Iteration 13Q (135819.330000 sec): 3 clusters
  Score: Raw -812692.705088 + Penalty 2943.321228 = -809749.383861
  nChanged 174
		SP:Iteration 14Q (135819.470000 sec): 3 clusters
  Score: Raw -812818.193811 + Penalty 2943.321228 = -809874.872583
  nChanged 115
		SP:Iteration 15Q (135819.610000 sec): 3 clusters
  Score: Raw -812906.254833 + Penalty 2943.321228 = -809962.933605
  nChanged 90
		SP:Iteration 16Q (135819.740000 sec): 3 clusters
  Score: Raw -812970.760736 + Penalty 2943.321228 = -810027.439508
  nChanged 64
		SP:Iteration 17Q (135819.860000 sec): 3 clusters
  Score: Raw -813014.588713 + Penalty 2943.321228 = -810071.267485
  nChanged 49
		SP:Iteration 18Q (135820.060000 sec): 3 clusters
  Score: Raw -813047.986209 + Penalty 2943.321228 = -810104.664982
  nChanged 36
		SP:Iteration 19Q (135820.260000 sec): 3 clusters
  Score: Raw -813080.880671 + Penalty 2943.321228 = -810137.559443
  nChanged 32
		SP:Iteration 20F (135820.460000 sec): 3 clusters
  Score: Raw -813102.952821 + Penalty 2943.321228 = -810159.631593
  nChanged 26
		SP:Iteration 21Q (135820.650000 sec): 3 clusters
  Score: Raw -813118.214296 + Penalty 2943.321228 = -810174.893068
  nChanged 14
		SP:Iteration 22Q (135820.850000 sec): 3 clusters
  Score: Raw -813127.904813 + Penalty 2943.321228 = -810184.583585
  nChanged 6
		SP:Iteration 23Q (135821.040000 sec): 3 clusters
  Score: Raw -813134.263906 + Penalty 2943.321228 = -810190.942678
  nChanged 10
		SP:Iteration 24Q (135821.150000 sec): 3 clusters
  Score: Raw -813142.358922 + Penalty 2943.321228 = -810199.037694
  nChanged 9
		SP:Iteration 25Q (135821.360000 sec): 3 clusters
  Score: Raw -813148.271702 + Penalty 2943.321228 = -810204.950475
  nChanged 8
		SP:Iteration 26Q (135821.560000 sec): 3 clusters
  Score: Raw -813156.452224 + Penalty 2943.321228 = -810213.130996
  nChanged 10
		SP:Iteration 27Q (135821.750000 sec): 3 clusters
  Score: Raw -813166.790068 + Penalty 2943.321228 = -810223.468840
  nChanged 13
		SP:Iteration 28Q (135821.950000 sec): 3 clusters
  Score: Raw -813180.220889 + Penalty 2943.321228 = -810236.899661
  nChanged 11
		SP:Iteration 29Q (135822.150000 sec): 3 clusters
  Score: Raw -813186.883579 + Penalty 2943.321228 = -810243.562351
  nChanged 6
		SP:Iteration 30Q (135822.340000 sec): 3 clusters
  Score: Raw -813192.298057 + Penalty 2943.321228 = -810248.976829
  nChanged 6
		SP:Iteration 31Q (135822.540000 sec): 3 clusters
  Score: Raw -813194.891579 + Penalty 2943.321228 = -810251.570352
  nChanged 3
		SP:Iteration 32Q (135822.730000 sec): 3 clusters
  Score: Raw -813197.893405 + Penalty 2943.321228 = -810254.572177
  nChanged 1
		SP:Iteration 33Q (135822.930000 sec): 3 clusters
  Score: Raw -813198.359620 + Penalty 2943.321228 = -810255.038392
  nChanged 0
		SP:Iteration 34F (135823.130000 sec): 3 clusters
  Score: Raw -813198.359620 + Penalty 2943.321228 = -810255.038392
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 105 (3492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135823.220000 sec): 2 clusters
  Score: Raw -273299.623087 + Penalty 1325.712362 = -271973.910725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135823.390000 sec): 3 clusters
  Score: Raw -271649.477344 + Penalty 2651.424723 = -268998.052621
  nChanged 1382
		SP:Iteration 1F (135823.570000 sec): 3 clusters
  Score: Raw -272692.272864 + Penalty 2651.424723 = -270040.848141
  nChanged 318
		SP:Iteration 2F (135823.750000 sec): 3 clusters
  Score: Raw -272994.032985 + Penalty 2651.424723 = -270342.608262
  nChanged 229
		SP:Iteration 3F (135823.920000 sec): 3 clusters
  Score: Raw -273179.202376 + Penalty 2651.424723 = -270527.777653
  nChanged 176
		SP:Iteration 4F (135824.100000 sec): 3 clusters
  Score: Raw -273312.225165 + Penalty 2651.424723 = -270660.800442
  nChanged 137
		SP:Iteration 5Q (135824.270000 sec): 3 clusters
  Score: Raw -273411.049649 + Penalty 2651.424723 = -270759.624926
  nChanged 105
		SP:Iteration 6Q (135824.450000 sec): 3 clusters
  Score: Raw -273494.524327 + Penalty 2651.424723 = -270843.099604
  nChanged 74
		SP:Iteration 7Q (135824.630000 sec): 3 clusters
  Score: Raw -273540.122959 + Penalty 2651.424723 = -270888.698236
  nChanged 63
		SP:Iteration 8Q (135824.800000 sec): 3 clusters
  Score: Raw -273573.271377 + Penalty 2651.424723 = -270921.846654
  nChanged 49
		SP:Iteration 9Q (135824.980000 sec): 3 clusters
  Score: Raw -273609.489532 + Penalty 2651.424723 = -270958.064809
  nChanged 55
		SP:Iteration 10Q (135825.150000 sec): 3 clusters
  Score: Raw -273650.948376 + Penalty 2651.424723 = -270999.523653
  nChanged 46
		SP:Iteration 11Q (135825.330000 sec): 3 clusters
  Score: Raw -273691.782054 + Penalty 2651.424723 = -271040.357331
  nChanged 46
		SP:Iteration 12Q (135825.510000 sec): 3 clusters
  Score: Raw -273718.375396 + Penalty 2651.424723 = -271066.950673
  nChanged 42
		SP:Iteration 13Q (135825.680000 sec): 3 clusters
  Score: Raw -273740.477145 + Penalty 2651.424723 = -271089.052422
  nChanged 28
		SP:Iteration 14Q (135825.860000 sec): 3 clusters
  Score: Raw -273758.859397 + Penalty 2651.424723 = -271107.434674
  nChanged 31
		SP:Iteration 15Q (135826.030000 sec): 3 clusters
  Score: Raw -273778.693680 + Penalty 2651.424723 = -271127.268957
  nChanged 36
		SP:Iteration 16Q (135826.210000 sec): 3 clusters
  Score: Raw -273797.862457 + Penalty 2651.424723 = -271146.437734
  nChanged 27
		SP:Iteration 17Q (135826.390000 sec): 3 clusters
  Score: Raw -273810.471314 + Penalty 2651.424723 = -271159.046591
  nChanged 19
		SP:Iteration 18Q (135826.560000 sec): 3 clusters
  Score: Raw -273818.584305 + Penalty 2651.424723 = -271167.159582
  nChanged 11
		SP:Iteration 19Q (135826.730000 sec): 3 clusters
  Score: Raw -273825.001215 + Penalty 2651.424723 = -271173.576491
  nChanged 21
		SP:Iteration 20F (135826.910000 sec): 3 clusters
  Score: Raw -273834.519962 + Penalty 2651.424723 = -271183.095239
  nChanged 15
		SP:Iteration 21Q (135827.090000 sec): 3 clusters
  Score: Raw -273840.004865 + Penalty 2651.424723 = -271188.580142
  nChanged 9
		SP:Iteration 22Q (135827.260000 sec): 3 clusters
  Score: Raw -273843.270935 + Penalty 2651.424723 = -271191.846212
  nChanged 6
		SP:Iteration 23Q (135827.440000 sec): 3 clusters
  Score: Raw -273846.179964 + Penalty 2651.424723 = -271194.755241
  nChanged 5
		SP:Iteration 24Q (135827.610000 sec): 3 clusters
  Score: Raw -273847.607039 + Penalty 2651.424723 = -271196.182316
  nChanged 6
		SP:Iteration 25Q (135827.790000 sec): 3 clusters
  Score: Raw -273848.865333 + Penalty 2651.424723 = -271197.440610
  nChanged 2
		SP:Iteration 26Q (135827.970000 sec): 3 clusters
  Score: Raw -273849.544648 + Penalty 2651.424723 = -271198.119925
  nChanged 2
		SP:Iteration 27Q (135828.140000 sec): 3 clusters
  Score: Raw -273849.868414 + Penalty 2651.424723 = -271198.443691
  nChanged 1
		SP:Iteration 28Q (135828.320000 sec): 3 clusters
  Score: Raw -273850.075783 + Penalty 2651.424723 = -271198.651060
  nChanged 1
		SP:Iteration 29Q (135828.490000 sec): 3 clusters
  Score: Raw -273850.178560 + Penalty 2651.424723 = -271198.753837
  nChanged 0
		SP:Iteration 30F (135828.670000 sec): 3 clusters
  Score: Raw -273850.178560 + Penalty 2651.424723 = -271198.753837
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 106 (6063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135828.790000 sec): 2 clusters
  Score: Raw -493826.840457 + Penalty 1415.368501 = -492411.471956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135828.960000 sec): 3 clusters
  Score: Raw -490606.069460 + Penalty 2830.737002 = -487775.332458
  nChanged 2556
		SP:Iteration 1F (135829.130000 sec): 3 clusters
  Score: Raw -492403.776407 + Penalty 2830.737002 = -489573.039405
  nChanged 620
		SP:Iteration 2F (135829.290000 sec): 3 clusters
  Score: Raw -492958.859133 + Penalty 2830.737002 = -490128.122131
  nChanged 475
		SP:Iteration 3F (135829.460000 sec): 3 clusters
  Score: Raw -493342.312164 + Penalty 2830.737002 = -490511.575162
  nChanged 368
		SP:Iteration 4F (135829.670000 sec): 3 clusters
  Score: Raw -493616.250839 + Penalty 2830.737002 = -490785.513838
  nChanged 308
		SP:Iteration 5F (135829.840000 sec): 3 clusters
  Score: Raw -493834.941064 + Penalty 2830.737002 = -491004.204062
  nChanged 243
		SP:Iteration 6Q (135830.010000 sec): 3 clusters
  Score: Raw -493952.684519 + Penalty 2830.737002 = -491121.947517
  nChanged 166
		SP:Iteration 7Q (135830.170000 sec): 3 clusters
  Score: Raw -494032.134663 + Penalty 2830.737002 = -491201.397661
  nChanged 140
		SP:Iteration 8Q (135830.340000 sec): 3 clusters
  Score: Raw -494090.632478 + Penalty 2830.737002 = -491259.895476
  nChanged 106
		SP:Iteration 9Q (135830.500000 sec): 3 clusters
  Score: Raw -494124.319258 + Penalty 2830.737002 = -491293.582256
  nChanged 61
		SP:Iteration 10Q (135830.670000 sec): 3 clusters
  Score: Raw -494139.834943 + Penalty 2830.737002 = -491309.097941
  nChanged 42
		SP:Iteration 11Q (135830.830000 sec): 3 clusters
  Score: Raw -494147.859462 + Penalty 2830.737002 = -491317.122460
  nChanged 26
		SP:Iteration 12Q (135831.000000 sec): 3 clusters
  Score: Raw -494153.162065 + Penalty 2830.737002 = -491322.425063
  nChanged 22
		SP:Iteration 13Q (135831.170000 sec): 3 clusters
  Score: Raw -494157.346139 + Penalty 2830.737002 = -491326.609137
  nChanged 15
		SP:Iteration 14Q (135831.340000 sec): 3 clusters
  Score: Raw -494161.004728 + Penalty 2830.737002 = -491330.267726
  nChanged 15
		SP:Iteration 15Q (135831.500000 sec): 3 clusters
  Score: Raw -494164.236086 + Penalty 2830.737002 = -491333.499084
  nChanged 14
		SP:Iteration 16Q (135831.720000 sec): 3 clusters
  Score: Raw -494166.884386 + Penalty 2830.737002 = -491336.147384
  nChanged 8
		SP:Iteration 17Q (135831.890000 sec): 3 clusters
  Score: Raw -494168.274981 + Penalty 2830.737002 = -491337.537979
  nChanged 7
		SP:Iteration 18Q (135832.070000 sec): 3 clusters
  Score: Raw -494169.697206 + Penalty 2830.737002 = -491338.960204
  nChanged 7
		SP:Iteration 19Q (135832.210000 sec): 3 clusters
  Score: Raw -494171.060705 + Penalty 2830.737002 = -491340.323703
  nChanged 9
		SP:Iteration 20F (135832.370000 sec): 3 clusters
  Score: Raw -494172.589321 + Penalty 2830.737002 = -491341.852319
  nChanged 7
		SP:Iteration 21Q (135832.540000 sec): 3 clusters
  Score: Raw -494174.244376 + Penalty 2830.737002 = -491343.507374
  nChanged 6
		SP:Iteration 22Q (135832.710000 sec): 3 clusters
  Score: Raw -494174.941093 + Penalty 2830.737002 = -491344.204091
  nChanged 3
		SP:Iteration 23Q (135832.880000 sec): 3 clusters
  Score: Raw -494175.461002 + Penalty 2830.737002 = -491344.724001
  nChanged 6
		SP:Iteration 24Q (135833.050000 sec): 3 clusters
  Score: Raw -494176.457522 + Penalty 2830.737002 = -491345.720520
  nChanged 8
		SP:Iteration 25Q (135833.210000 sec): 3 clusters
  Score: Raw -494177.375716 + Penalty 2830.737002 = -491346.638714
  nChanged 4
		SP:Iteration 26Q (135833.380000 sec): 3 clusters
  Score: Raw -494178.033468 + Penalty 2830.737002 = -491347.296466
  nChanged 4
		SP:Iteration 27Q (135833.550000 sec): 3 clusters
  Score: Raw -494178.713390 + Penalty 2830.737002 = -491347.976388
  nChanged 4
		SP:Iteration 28Q (135833.720000 sec): 3 clusters
  Score: Raw -494179.371350 + Penalty 2830.737002 = -491348.634348
  nChanged 2
		SP:Iteration 29Q (135833.890000 sec): 3 clusters
  Score: Raw -494179.566970 + Penalty 2830.737002 = -491348.829968
  nChanged 1
		SP:Iteration 30Q (135834.060000 sec): 3 clusters
  Score: Raw -494179.647779 + Penalty 2830.737002 = -491348.910777
  nChanged 0
		SP:Iteration 31F (135834.250000 sec): 3 clusters
  Score: Raw -494179.647779 + Penalty 2830.737002 = -491348.910777
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 107 (772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135834.310000 sec): 2 clusters
  Score: Raw -59286.679901 + Penalty 1080.459989 = -58206.219911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135834.330000 sec): 3 clusters
  Score: Raw -59135.995133 + Penalty 2160.919979 = -56975.075154
  nChanged 226
		SP:Iteration 1F (135834.350000 sec): 3 clusters
  Score: Raw -59420.790369 + Penalty 2160.919979 = -57259.870390
  nChanged 68
		SP:Iteration 2F (135834.370000 sec): 3 clusters
  Score: Raw -59601.883649 + Penalty 2160.919979 = -57440.963670
  nChanged 53
		SP:Iteration 3F (135834.400000 sec): 3 clusters
  Score: Raw -59741.015299 + Penalty 2160.919979 = -57580.095320
  nChanged 42
		SP:Iteration 4F (135834.420000 sec): 3 clusters
  Score: Raw -59842.770643 + Penalty 2160.919979 = -57681.850664
  nChanged 36
		SP:Iteration 5Q (135834.450000 sec): 3 clusters
  Score: Raw -59903.496447 + Penalty 2160.919979 = -57742.576468
  nChanged 19
		SP:Iteration 6Q (135834.470000 sec): 3 clusters
  Score: Raw -59937.877285 + Penalty 2160.919979 = -57776.957306
  nChanged 15
		SP:Iteration 7Q (135834.490000 sec): 3 clusters
  Score: Raw -59956.769713 + Penalty 2160.919979 = -57795.849734
  nChanged 6
		SP:Iteration 8Q (135834.510000 sec): 3 clusters
  Score: Raw -59966.111182 + Penalty 2160.919979 = -57805.191203
  nChanged 7
		SP:Iteration 9Q (135834.540000 sec): 3 clusters
  Score: Raw -59972.055092 + Penalty 2160.919979 = -57811.135113
  nChanged 3
		SP:Iteration 10Q (135834.560000 sec): 3 clusters
  Score: Raw -59975.091585 + Penalty 2160.919979 = -57814.171607
  nChanged 1
		SP:Iteration 11Q (135834.590000 sec): 3 clusters
  Score: Raw -59976.009222 + Penalty 2160.919979 = -57815.089243
  nChanged 0
		SP:Iteration 12F (135834.610000 sec): 3 clusters
  Score: Raw -59976.009222 + Penalty 2160.919979 = -57815.089243
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 108 (5421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135834.750000 sec): 2 clusters
  Score: Raw -457692.627313 + Penalty 1397.180782 = -456295.446531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135834.940000 sec): 3 clusters
  Score: Raw -454830.866826 + Penalty 2794.361563 = -452036.505262
  nChanged 2259
		SP:Iteration 1F (135835.090000 sec): 3 clusters
  Score: Raw -456281.949696 + Penalty 2794.361563 = -453487.588132
  nChanged 496
		SP:Iteration 2F (135835.260000 sec): 3 clusters
  Score: Raw -456658.070942 + Penalty 2794.361563 = -453863.709378
  nChanged 381
		SP:Iteration 3F (135835.410000 sec): 3 clusters
  Score: Raw -456968.033147 + Penalty 2794.361563 = -454173.671583
  nChanged 323
		SP:Iteration 4F (135835.500000 sec): 3 clusters
  Score: Raw -457202.383914 + Penalty 2794.361563 = -454408.022351
  nChanged 252
		SP:Iteration 5Q (135835.700000 sec): 3 clusters
  Score: Raw -457348.968154 + Penalty 2794.361563 = -454554.606590
  nChanged 200
		SP:Iteration 6Q (135835.920000 sec): 3 clusters
  Score: Raw -457464.010618 + Penalty 2794.361563 = -454669.649055
  nChanged 168
		SP:Iteration 7Q (135836.100000 sec): 3 clusters
  Score: Raw -457555.396234 + Penalty 2794.361563 = -454761.034670
  nChanged 149
		SP:Iteration 8Q (135836.240000 sec): 3 clusters
  Score: Raw -457635.697325 + Penalty 2794.361563 = -454841.335762
  nChanged 142
		SP:Iteration 9Q (135836.410000 sec): 3 clusters
  Score: Raw -457723.733039 + Penalty 2794.361563 = -454929.371475
  nChanged 118
		SP:Iteration 10Q (135836.590000 sec): 3 clusters
  Score: Raw -457785.715344 + Penalty 2794.361563 = -454991.353780
  nChanged 110
		SP:Iteration 11Q (135836.760000 sec): 3 clusters
  Score: Raw -457841.300522 + Penalty 2794.361563 = -455046.938958
  nChanged 114
		SP:Iteration 12Q (135836.930000 sec): 3 clusters
  Score: Raw -457909.161078 + Penalty 2794.361563 = -455114.799514
  nChanged 129
		SP:Iteration 13Q (135837.100000 sec): 3 clusters
  Score: Raw -457986.116472 + Penalty 2794.361563 = -455191.754908
  nChanged 131
		SP:Iteration 14Q (135837.280000 sec): 3 clusters
  Score: Raw -458070.998286 + Penalty 2794.361563 = -455276.636723
  nChanged 128
		SP:Iteration 15Q (135837.450000 sec): 3 clusters
  Score: Raw -458148.963652 + Penalty 2794.361563 = -455354.602089
  nChanged 132
		SP:Iteration 16Q (135837.620000 sec): 3 clusters
  Score: Raw -458227.662686 + Penalty 2794.361563 = -455433.301123
  nChanged 145
		SP:Iteration 17Q (135837.860000 sec): 3 clusters
  Score: Raw -458327.305308 + Penalty 2794.361563 = -455532.943745
  nChanged 148
		SP:Iteration 18Q (135838.050000 sec): 3 clusters
  Score: Raw -458415.861820 + Penalty 2794.361563 = -455621.500256
  nChanged 105
		SP:Iteration 19Q (135838.230000 sec): 3 clusters
  Score: Raw -458470.710297 + Penalty 2794.361563 = -455676.348734
  nChanged 88
		SP:Iteration 20F (135838.400000 sec): 3 clusters
  Score: Raw -458510.237478 + Penalty 2794.361563 = -455715.875915
  nChanged 69
		SP:Iteration 21Q (135838.570000 sec): 3 clusters
  Score: Raw -458540.687423 + Penalty 2794.361563 = -455746.325860
  nChanged 59
		SP:Iteration 22Q (135838.750000 sec): 3 clusters
  Score: Raw -458563.616038 + Penalty 2794.361563 = -455769.254475
  nChanged 55
		SP:Iteration 23Q (135838.920000 sec): 3 clusters
  Score: Raw -458584.132992 + Penalty 2794.361563 = -455789.771428
  nChanged 49
		SP:Iteration 24Q (135839.090000 sec): 3 clusters
  Score: Raw -458599.814616 + Penalty 2794.361563 = -455805.453053
  nChanged 31
		SP:Iteration 25Q (135839.270000 sec): 3 clusters
  Score: Raw -458609.771658 + Penalty 2794.361563 = -455815.410094
  nChanged 27
		SP:Iteration 26Q (135839.440000 sec): 3 clusters
  Score: Raw -458617.520010 + Penalty 2794.361563 = -455823.158447
  nChanged 20
		SP:Iteration 27Q (135839.610000 sec): 3 clusters
  Score: Raw -458623.558318 + Penalty 2794.361563 = -455829.196755
  nChanged 17
		SP:Iteration 28Q (135839.790000 sec): 3 clusters
  Score: Raw -458628.489995 + Penalty 2794.361563 = -455834.128432
  nChanged 15
		SP:Iteration 29Q (135839.960000 sec): 3 clusters
  Score: Raw -458632.299191 + Penalty 2794.361563 = -455837.937627
  nChanged 17
		SP:Iteration 30Q (135840.130000 sec): 3 clusters
  Score: Raw -458636.831036 + Penalty 2794.361563 = -455842.469473
  nChanged 13
		SP:Iteration 31Q (135840.300000 sec): 3 clusters
  Score: Raw -458639.396816 + Penalty 2794.361563 = -455845.035253
  nChanged 8
		SP:Iteration 32Q (135840.470000 sec): 3 clusters
  Score: Raw -458641.804719 + Penalty 2794.361563 = -455847.443156
  nChanged 12
		SP:Iteration 33Q (135840.650000 sec): 3 clusters
  Score: Raw -458644.115254 + Penalty 2794.361563 = -455849.753691
  nChanged 7
		SP:Iteration 34Q (135840.840000 sec): 3 clusters
  Score: Raw -458644.938737 + Penalty 2794.361563 = -455850.577174
  nChanged 1
		SP:Iteration 35Q (135841.000000 sec): 3 clusters
  Score: Raw -458645.145762 + Penalty 2794.361563 = -455850.784199
  nChanged 2
		SP:Iteration 36Q (135841.170000 sec): 3 clusters
  Score: Raw -458645.607951 + Penalty 2794.361563 = -455851.246388
  nChanged 2
		SP:Iteration 37Q (135841.350000 sec): 3 clusters
  Score: Raw -458645.828492 + Penalty 2794.361563 = -455851.466929
  nChanged 3
		SP:Iteration 38Q (135841.520000 sec): 3 clusters
  Score: Raw -458646.163366 + Penalty 2794.361563 = -455851.801803
  nChanged 4
		SP:Iteration 39Q (135841.690000 sec): 3 clusters
  Score: Raw -458647.030553 + Penalty 2794.361563 = -455852.668990
  nChanged 3
		SP:Iteration 40F (135841.870000 sec): 3 clusters
  Score: Raw -458647.517343 + Penalty 2794.361563 = -455853.155779
  nChanged 4
		SP:Iteration 41Q (135842.040000 sec): 3 clusters
  Score: Raw -458647.931081 + Penalty 2794.361563 = -455853.569518
  nChanged 4
		SP:Iteration 42Q (135842.210000 sec): 3 clusters
  Score: Raw -458648.642178 + Penalty 2794.361563 = -455854.280615
  nChanged 3
		SP:Iteration 43Q (135842.390000 sec): 3 clusters
  Score: Raw -458648.978730 + Penalty 2794.361563 = -455854.617167
  nChanged 0
		SP:Iteration 44F (135842.560000 sec): 3 clusters
  Score: Raw -458648.978730 + Penalty 2794.361563 = -455854.617167
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 109 (8151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135842.690000 sec): 2 clusters
  Score: Raw -774147.089730 + Penalty 1463.458083 = -772683.631647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135842.900000 sec): 3 clusters
  Score: Raw -769616.182433 + Penalty 2926.916167 = -766689.266266
  nChanged 3435
		SP:Iteration 1F (135843.090000 sec): 3 clusters
  Score: Raw -771526.091945 + Penalty 2926.916167 = -768599.175778
  nChanged 586
		SP:Iteration 2F (135843.290000 sec): 3 clusters
  Score: Raw -771823.227990 + Penalty 2926.916167 = -768896.311823
  nChanged 468
		SP:Iteration 3F (135843.490000 sec): 3 clusters
  Score: Raw -772054.341948 + Penalty 2926.916167 = -769127.425781
  nChanged 424
		SP:Iteration 4F (135843.690000 sec): 3 clusters
  Score: Raw -772263.400755 + Penalty 2926.916167 = -769336.484588
  nChanged 379
		SP:Iteration 5Q (135843.920000 sec): 3 clusters
  Score: Raw -772451.602620 + Penalty 2926.916167 = -769524.686453
  nChanged 328
		SP:Iteration 6Q (135844.170000 sec): 3 clusters
  Score: Raw -772589.050843 + Penalty 2926.916167 = -769662.134676
  nChanged 278
		SP:Iteration 7Q (135844.320000 sec): 3 clusters
  Score: Raw -772691.606644 + Penalty 2926.916167 = -769764.690477
  nChanged 224
		SP:Iteration 8Q (135844.530000 sec): 3 clusters
  Score: Raw -772773.869588 + Penalty 2926.916167 = -769846.953421
  nChanged 208
		SP:Iteration 9Q (135844.730000 sec): 3 clusters
  Score: Raw -772846.554399 + Penalty 2926.916167 = -769919.638232
  nChanged 203
		SP:Iteration 10Q (135844.930000 sec): 3 clusters
  Score: Raw -772910.549140 + Penalty 2926.916167 = -769983.632973
  nChanged 164
		SP:Iteration 11Q (135845.130000 sec): 3 clusters
  Score: Raw -772963.353222 + Penalty 2926.916167 = -770036.437055
  nChanged 148
		SP:Iteration 12Q (135845.320000 sec): 3 clusters
  Score: Raw -773014.674796 + Penalty 2926.916167 = -770087.758629
  nChanged 134
		SP:Iteration 13Q (135845.520000 sec): 3 clusters
  Score: Raw -773059.229905 + Penalty 2926.916167 = -770132.313738
  nChanged 138
		SP:Iteration 14Q (135845.720000 sec): 3 clusters
  Score: Raw -773099.610395 + Penalty 2926.916167 = -770172.694228
  nChanged 122
		SP:Iteration 15Q (135845.910000 sec): 3 clusters
  Score: Raw -773133.272185 + Penalty 2926.916167 = -770206.356018
  nChanged 119
		SP:Iteration 16Q (135846.110000 sec): 3 clusters
  Score: Raw -773173.459343 + Penalty 2926.916167 = -770246.543176
  nChanged 115
		SP:Iteration 17Q (135846.310000 sec): 3 clusters
  Score: Raw -773208.057530 + Penalty 2926.916167 = -770281.141363
  nChanged 91
		SP:Iteration 18Q (135846.510000 sec): 3 clusters
  Score: Raw -773229.113586 + Penalty 2926.916167 = -770302.197419
  nChanged 90
		SP:Iteration 19Q (135846.710000 sec): 3 clusters
  Score: Raw -773247.814601 + Penalty 2926.916167 = -770320.898434
  nChanged 75
		SP:Iteration 20F (135846.910000 sec): 3 clusters
  Score: Raw -773263.648646 + Penalty 2926.916167 = -770336.732479
  nChanged 58
		SP:Iteration 21Q (135847.100000 sec): 3 clusters
  Score: Raw -773276.730396 + Penalty 2926.916167 = -770349.814229
  nChanged 52
		SP:Iteration 22Q (135847.300000 sec): 3 clusters
  Score: Raw -773292.003619 + Penalty 2926.916167 = -770365.087452
  nChanged 60
		SP:Iteration 23Q (135847.500000 sec): 3 clusters
  Score: Raw -773307.738809 + Penalty 2926.916167 = -770380.822642
  nChanged 57
		SP:Iteration 24Q (135847.690000 sec): 3 clusters
  Score: Raw -773319.236947 + Penalty 2926.916167 = -770392.320781
  nChanged 44
		SP:Iteration 25Q (135847.890000 sec): 3 clusters
  Score: Raw -773326.632030 + Penalty 2926.916167 = -770399.715863
  nChanged 36
		SP:Iteration 26Q (135848.090000 sec): 3 clusters
  Score: Raw -773334.415167 + Penalty 2926.916167 = -770407.499000
  nChanged 40
		SP:Iteration 27Q (135848.290000 sec): 3 clusters
  Score: Raw -773344.176787 + Penalty 2926.916167 = -770417.260620
  nChanged 37
		SP:Iteration 28Q (135848.490000 sec): 3 clusters
  Score: Raw -773352.280401 + Penalty 2926.916167 = -770425.364235
  nChanged 39
		SP:Iteration 29Q (135848.680000 sec): 3 clusters
  Score: Raw -773361.714729 + Penalty 2926.916167 = -770434.798562
  nChanged 40
		SP:Iteration 30Q (135848.880000 sec): 3 clusters
  Score: Raw -773368.760542 + Penalty 2926.916167 = -770441.844375
  nChanged 29
		SP:Iteration 31Q (135849.070000 sec): 3 clusters
  Score: Raw -773374.871860 + Penalty 2926.916167 = -770447.955693
  nChanged 45
		SP:Iteration 32Q (135849.270000 sec): 3 clusters
  Score: Raw -773384.776222 + Penalty 2926.916167 = -770457.860055
  nChanged 45
		SP:Iteration 33Q (135849.470000 sec): 3 clusters
  Score: Raw -773395.062673 + Penalty 2926.916167 = -770468.146506
  nChanged 56
		SP:Iteration 34Q (135849.670000 sec): 3 clusters
  Score: Raw -773410.002180 + Penalty 2926.916167 = -770483.086013
  nChanged 65
		SP:Iteration 35Q (135849.870000 sec): 3 clusters
  Score: Raw -773427.514734 + Penalty 2926.916167 = -770500.598567
  nChanged 56
		SP:Iteration 36Q (135850.060000 sec): 3 clusters
  Score: Raw -773443.037073 + Penalty 2926.916167 = -770516.120907
  nChanged 56
		SP:Iteration 37Q (135850.260000 sec): 3 clusters
  Score: Raw -773457.353113 + Penalty 2926.916167 = -770530.436946
  nChanged 64
		SP:Iteration 38Q (135850.450000 sec): 3 clusters
  Score: Raw -773472.782992 + Penalty 2926.916167 = -770545.866825
  nChanged 51
		SP:Iteration 39Q (135850.650000 sec): 3 clusters
  Score: Raw -773485.449321 + Penalty 2926.916167 = -770558.533155
  nChanged 52
		SP:Iteration 40F (135850.850000 sec): 3 clusters
  Score: Raw -773495.981898 + Penalty 2926.916167 = -770569.065731
  nChanged 44
		SP:Iteration 41Q (135851.040000 sec): 3 clusters
  Score: Raw -773505.454578 + Penalty 2926.916167 = -770578.538411
  nChanged 41
		SP:Iteration 42Q (135851.230000 sec): 3 clusters
  Score: Raw -773515.165763 + Penalty 2926.916167 = -770588.249596
  nChanged 41
		SP:Iteration 43Q (135851.430000 sec): 3 clusters
  Score: Raw -773523.438551 + Penalty 2926.916167 = -770596.522384
  nChanged 44
		SP:Iteration 44Q (135851.630000 sec): 3 clusters
  Score: Raw -773533.458567 + Penalty 2926.916167 = -770606.542400
  nChanged 46
		SP:Iteration 45Q (135851.820000 sec): 3 clusters
  Score: Raw -773543.719746 + Penalty 2926.916167 = -770616.803579
  nChanged 56
		SP:Iteration 46Q (135852.020000 sec): 3 clusters
  Score: Raw -773557.591879 + Penalty 2926.916167 = -770630.675713
  nChanged 62
		SP:Iteration 47Q (135852.220000 sec): 3 clusters
  Score: Raw -773571.925748 + Penalty 2926.916167 = -770645.009581
  nChanged 64
		SP:Iteration 48Q (135852.410000 sec): 3 clusters
  Score: Raw -773587.600072 + Penalty 2926.916167 = -770660.683906
  nChanged 52
		SP:Iteration 49Q (135852.610000 sec): 3 clusters
  Score: Raw -773603.152273 + Penalty 2926.916167 = -770676.236106
  nChanged 61
		SP:Iteration 50Q (135852.810000 sec): 3 clusters
  Score: Raw -773621.009641 + Penalty 2926.916167 = -770694.093474
  nChanged 61
		SP:Iteration 51Q (135853.000000 sec): 3 clusters
  Score: Raw -773636.208641 + Penalty 2926.916167 = -770709.292474
  nChanged 65
		SP:Iteration 52Q (135853.200000 sec): 3 clusters
  Score: Raw -773651.058065 + Penalty 2926.916167 = -770724.141898
  nChanged 60
		SP:Iteration 53Q (135853.400000 sec): 3 clusters
  Score: Raw -773668.131786 + Penalty 2926.916167 = -770741.215619
  nChanged 62
		SP:Iteration 54Q (135853.640000 sec): 3 clusters
  Score: Raw -773684.592508 + Penalty 2926.916167 = -770757.676341
  nChanged 55
		SP:Iteration 55Q (135853.840000 sec): 3 clusters
  Score: Raw -773700.223715 + Penalty 2926.916167 = -770773.307548
  nChanged 60
		SP:Iteration 56Q (135854.040000 sec): 3 clusters
  Score: Raw -773717.996726 + Penalty 2926.916167 = -770791.080559
  nChanged 68
		SP:Iteration 57Q (135854.230000 sec): 3 clusters
  Score: Raw -773737.219048 + Penalty 2926.916167 = -770810.302881
  nChanged 66
		SP:Iteration 58Q (135854.430000 sec): 3 clusters
  Score: Raw -773752.787422 + Penalty 2926.916167 = -770825.871255
  nChanged 52
		SP:Iteration 59Q (135854.630000 sec): 3 clusters
  Score: Raw -773766.245944 + Penalty 2926.916167 = -770839.329777
  nChanged 49
		SP:Iteration 60F (135854.820000 sec): 3 clusters
  Score: Raw -773779.336946 + Penalty 2926.916167 = -770852.420779
  nChanged 52
		SP:Iteration 61Q (135855.020000 sec): 3 clusters
  Score: Raw -773793.486373 + Penalty 2926.916167 = -770866.570206
  nChanged 54
		SP:Iteration 62Q (135855.220000 sec): 3 clusters
  Score: Raw -773809.259576 + Penalty 2926.916167 = -770882.343410
  nChanged 66
		SP:Iteration 63Q (135855.420000 sec): 3 clusters
  Score: Raw -773830.711188 + Penalty 2926.916167 = -770903.795021
  nChanged 74
		SP:Iteration 64Q (135855.610000 sec): 3 clusters
  Score: Raw -773857.202584 + Penalty 2926.916167 = -770930.286417
  nChanged 75
		SP:Iteration 65Q (135855.810000 sec): 3 clusters
  Score: Raw -773883.878632 + Penalty 2926.916167 = -770956.962465
  nChanged 81
		SP:Iteration 66Q (135856.010000 sec): 3 clusters
  Score: Raw -773912.743857 + Penalty 2926.916167 = -770985.827691
  nChanged 86
		SP:Iteration 67Q (135856.200000 sec): 3 clusters
  Score: Raw -773945.880154 + Penalty 2926.916167 = -771018.963987
  nChanged 84
		SP:Iteration 68Q (135856.410000 sec): 3 clusters
  Score: Raw -773982.909245 + Penalty 2926.916167 = -771055.993078
  nChanged 91
		SP:Iteration 69Q (135856.600000 sec): 3 clusters
  Score: Raw -774020.375104 + Penalty 2926.916167 = -771093.458937
  nChanged 70
		SP:Iteration 70Q (135856.800000 sec): 3 clusters
  Score: Raw -774050.427667 + Penalty 2926.916167 = -771123.511500
  nChanged 67
		SP:Iteration 71Q (135857.000000 sec): 3 clusters
  Score: Raw -774080.680420 + Penalty 2926.916167 = -771153.764253
  nChanged 63
		SP:Iteration 72Q (135857.200000 sec): 3 clusters
  Score: Raw -774108.365784 + Penalty 2926.916167 = -771181.449617
  nChanged 62
		SP:Iteration 73Q (135857.390000 sec): 3 clusters
  Score: Raw -774142.135169 + Penalty 2926.916167 = -771215.219002
  nChanged 58
		SP:Iteration 74Q (135857.600000 sec): 3 clusters
  Score: Raw -774174.215852 + Penalty 2926.916167 = -771247.299686
  nChanged 60
		SP:Iteration 75Q (135857.790000 sec): 3 clusters
  Score: Raw -774208.395143 + Penalty 2926.916167 = -771281.478976
  nChanged 69
		SP:Iteration 76Q (135857.990000 sec): 3 clusters
  Score: Raw -774244.873734 + Penalty 2926.916167 = -771317.957568
  nChanged 48
		SP:Iteration 77Q (135858.190000 sec): 3 clusters
  Score: Raw -774266.415187 + Penalty 2926.916167 = -771339.499021
  nChanged 46
		SP:Iteration 78Q (135858.380000 sec): 3 clusters
  Score: Raw -774284.463541 + Penalty 2926.916167 = -771357.547374
  nChanged 35
		SP:Iteration 79Q (135858.580000 sec): 3 clusters
  Score: Raw -774300.115415 + Penalty 2926.916167 = -771373.199249
  nChanged 42
		SP:Iteration 80F (135858.770000 sec): 3 clusters
  Score: Raw -774316.792376 + Penalty 2926.916167 = -771389.876210
  nChanged 31
		SP:Iteration 81Q (135858.890000 sec): 3 clusters
  Score: Raw -774329.664469 + Penalty 2926.916167 = -771402.748302
  nChanged 31
		SP:Iteration 82Q (135859.100000 sec): 3 clusters
  Score: Raw -774342.709873 + Penalty 2926.916167 = -771415.793706
  nChanged 25
		SP:Iteration 83Q (135859.300000 sec): 3 clusters
  Score: Raw -774353.752633 + Penalty 2926.916167 = -771426.836467
  nChanged 28
		SP:Iteration 84Q (135859.540000 sec): 3 clusters
  Score: Raw -774364.344437 + Penalty 2926.916167 = -771437.428270
  nChanged 31
		SP:Iteration 85Q (135859.700000 sec): 3 clusters
  Score: Raw -774375.934792 + Penalty 2926.916167 = -771449.018625
  nChanged 32
		SP:Iteration 86Q (135859.900000 sec): 3 clusters
  Score: Raw -774388.736658 + Penalty 2926.916167 = -771461.820491
  nChanged 21
		SP:Iteration 87Q (135860.090000 sec): 3 clusters
  Score: Raw -774398.873097 + Penalty 2926.916167 = -771471.956930
  nChanged 19
		SP:Iteration 88Q (135860.290000 sec): 3 clusters
  Score: Raw -774405.151048 + Penalty 2926.916167 = -771478.234881
  nChanged 12
		SP:Iteration 89Q (135860.490000 sec): 3 clusters
  Score: Raw -774410.451349 + Penalty 2926.916167 = -771483.535182
  nChanged 16
		SP:Iteration 90Q (135860.680000 sec): 3 clusters
  Score: Raw -774418.629857 + Penalty 2926.916167 = -771491.713690
  nChanged 20
		SP:Iteration 91Q (135860.880000 sec): 3 clusters
  Score: Raw -774428.330144 + Penalty 2926.916167 = -771501.413978
  nChanged 17
		SP:Iteration 92Q (135861.080000 sec): 3 clusters
  Score: Raw -774434.091461 + Penalty 2926.916167 = -771507.175295
  nChanged 15
		SP:Iteration 93Q (135861.280000 sec): 3 clusters
  Score: Raw -774439.988426 + Penalty 2926.916167 = -771513.072260
  nChanged 13
		SP:Iteration 94Q (135861.480000 sec): 3 clusters
  Score: Raw -774445.858300 + Penalty 2926.916167 = -771518.942133
  nChanged 17
		SP:Iteration 95Q (135861.670000 sec): 3 clusters
  Score: Raw -774451.708299 + Penalty 2926.916167 = -771524.792132
  nChanged 12
		SP:Iteration 96Q (135861.790000 sec): 3 clusters
  Score: Raw -774455.684577 + Penalty 2926.916167 = -771528.768410
  nChanged 5
		SP:Iteration 97Q (135861.910000 sec): 3 clusters
  Score: Raw -774457.243502 + Penalty 2926.916167 = -771530.327335
  nChanged 3
		SP:Iteration 98Q (135862.030000 sec): 3 clusters
  Score: Raw -774458.256060 + Penalty 2926.916167 = -771531.339893
  nChanged 3
		SP:Iteration 99Q (135862.230000 sec): 3 clusters
  Score: Raw -774459.121399 + Penalty 2926.916167 = -771532.205232
  nChanged 3
		SP:Iteration 100F (135862.420000 sec): 3 clusters
  Score: Raw -774459.909189 + Penalty 2926.916167 = -771532.993022
  nChanged 1
		SP:Iteration 101Q (135862.620000 sec): 3 clusters
  Score: Raw -774460.334641 + Penalty 2926.916167 = -771533.418474
  nChanged 2
		SP:Iteration 102Q (135862.800000 sec): 3 clusters
  Score: Raw -774461.181517 + Penalty 2926.916167 = -771534.265350
  nChanged 2
		SP:Iteration 103Q (135862.920000 sec): 3 clusters
  Score: Raw -774461.809405 + Penalty 2926.916167 = -771534.893238
  nChanged 2
		SP:Iteration 104Q (135863.140000 sec): 3 clusters
  Score: Raw -774462.390342 + Penalty 2926.916167 = -771535.474175
  nChanged 1
		SP:Iteration 105Q (135863.290000 sec): 3 clusters
  Score: Raw -774462.814262 + Penalty 2926.916167 = -771535.898095
  nChanged 1
		SP:Iteration 106Q (135863.410000 sec): 3 clusters
  Score: Raw -774463.068874 + Penalty 2926.916167 = -771536.152707
  nChanged 0
		SP:Iteration 107F (135863.620000 sec): 3 clusters
  Score: Raw -774463.068874 + Penalty 2926.916167 = -771536.152707
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 110 (5019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135863.740000 sec): 2 clusters
  Score: Raw -457072.775814 + Penalty 1384.660223 = -455688.115591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135863.960000 sec): 3 clusters
  Score: Raw -454438.275731 + Penalty 2769.320447 = -451668.955285
  nChanged 2029
		SP:Iteration 1F (135864.130000 sec): 3 clusters
  Score: Raw -455763.579240 + Penalty 2769.320447 = -452994.258793
  nChanged 471
		SP:Iteration 2F (135864.300000 sec): 3 clusters
  Score: Raw -456180.974812 + Penalty 2769.320447 = -453411.654366
  nChanged 379
		SP:Iteration 3F (135864.480000 sec): 3 clusters
  Score: Raw -456501.910185 + Penalty 2769.320447 = -453732.589738
  nChanged 306
		SP:Iteration 4F (135864.660000 sec): 3 clusters
  Score: Raw -456760.871174 + Penalty 2769.320447 = -453991.550727
  nChanged 266
		SP:Iteration 5F (135864.830000 sec): 3 clusters
  Score: Raw -456957.629092 + Penalty 2769.320447 = -454188.308645
  nChanged 202
		SP:Iteration 6Q (135865.010000 sec): 3 clusters
  Score: Raw -457062.779242 + Penalty 2769.320447 = -454293.458795
  nChanged 128
		SP:Iteration 7Q (135865.180000 sec): 3 clusters
  Score: Raw -457112.760166 + Penalty 2769.320447 = -454343.439719
  nChanged 96
		SP:Iteration 8Q (135865.360000 sec): 3 clusters
  Score: Raw -457144.320906 + Penalty 2769.320447 = -454375.000460
  nChanged 65
		SP:Iteration 9Q (135865.530000 sec): 3 clusters
  Score: Raw -457165.773220 + Penalty 2769.320447 = -454396.452774
  nChanged 50
		SP:Iteration 10Q (135865.710000 sec): 3 clusters
  Score: Raw -457182.207227 + Penalty 2769.320447 = -454412.886781
  nChanged 49
		SP:Iteration 11Q (135865.880000 sec): 3 clusters
  Score: Raw -457198.018983 + Penalty 2769.320447 = -454428.698536
  nChanged 38
		SP:Iteration 12Q (135866.040000 sec): 3 clusters
  Score: Raw -457210.159188 + Penalty 2769.320447 = -454440.838741
  nChanged 37
		SP:Iteration 13Q (135866.210000 sec): 3 clusters
  Score: Raw -457221.581266 + Penalty 2769.320447 = -454452.260819
  nChanged 30
		SP:Iteration 14Q (135866.310000 sec): 3 clusters
  Score: Raw -457229.747582 + Penalty 2769.320447 = -454460.427135
  nChanged 28
		SP:Iteration 15Q (135866.400000 sec): 3 clusters
  Score: Raw -457237.157034 + Penalty 2769.320447 = -454467.836587
  nChanged 21
		SP:Iteration 16Q (135866.500000 sec): 3 clusters
  Score: Raw -457242.077219 + Penalty 2769.320447 = -454472.756773
  nChanged 18
		SP:Iteration 17Q (135866.590000 sec): 3 clusters
  Score: Raw -457246.773948 + Penalty 2769.320447 = -454477.453501
  nChanged 14
		SP:Iteration 18Q (135866.690000 sec): 3 clusters
  Score: Raw -457250.395353 + Penalty 2769.320447 = -454481.074907
  nChanged 16
		SP:Iteration 19Q (135866.780000 sec): 3 clusters
  Score: Raw -457253.516755 + Penalty 2769.320447 = -454484.196309
  nChanged 10
		SP:Iteration 20F (135866.880000 sec): 3 clusters
  Score: Raw -457255.643180 + Penalty 2769.320447 = -454486.322734
  nChanged 12
		SP:Iteration 21Q (135866.970000 sec): 3 clusters
  Score: Raw -457257.997483 + Penalty 2769.320447 = -454488.677037
  nChanged 7
		SP:Iteration 22Q (135867.070000 sec): 3 clusters
  Score: Raw -457259.837673 + Penalty 2769.320447 = -454490.517226
  nChanged 9
		SP:Iteration 23Q (135867.160000 sec): 3 clusters
  Score: Raw -457261.883793 + Penalty 2769.320447 = -454492.563347
  nChanged 6
		SP:Iteration 24Q (135867.250000 sec): 3 clusters
  Score: Raw -457263.499263 + Penalty 2769.320447 = -454494.178816
  nChanged 5
		SP:Iteration 25Q (135867.350000 sec): 3 clusters
  Score: Raw -457264.262121 + Penalty 2769.320447 = -454494.941674
  nChanged 2
		SP:Iteration 26Q (135867.440000 sec): 3 clusters
  Score: Raw -457264.443089 + Penalty 2769.320447 = -454495.122643
  nChanged 1
		SP:Iteration 27Q (135867.530000 sec): 3 clusters
  Score: Raw -457264.534254 + Penalty 2769.320447 = -454495.213807
  nChanged 1
		SP:Iteration 28Q (135867.710000 sec): 3 clusters
  Score: Raw -457265.017647 + Penalty 2769.320447 = -454495.697200
  nChanged 3
		SP:Iteration 29Q (135867.870000 sec): 3 clusters
  Score: Raw -457266.002384 + Penalty 2769.320447 = -454496.681938
  nChanged 3
		SP:Iteration 30Q (135867.960000 sec): 3 clusters
  Score: Raw -457266.633082 + Penalty 2769.320447 = -454497.312636
  nChanged 2
		SP:Iteration 31Q (135868.050000 sec): 3 clusters
  Score: Raw -457266.968084 + Penalty 2769.320447 = -454497.647637
  nChanged 0
		SP:Iteration 32F (135868.290000 sec): 3 clusters
  Score: Raw -457266.968084 + Penalty 2769.320447 = -454497.647637
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 111 (3965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135868.390000 sec): 2 clusters
  Score: Raw -339162.208303 + Penalty 1346.354934 = -337815.853369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135868.480000 sec): 3 clusters
  Score: Raw -337179.888805 + Penalty 2692.709869 = -334487.178937
  nChanged 1579
		SP:Iteration 1F (135868.550000 sec): 3 clusters
  Score: Raw -338129.772552 + Penalty 2692.709869 = -335437.062684
  nChanged 354
		SP:Iteration 2F (135868.630000 sec): 3 clusters
  Score: Raw -338396.953470 + Penalty 2692.709869 = -335704.243601
  nChanged 279
		SP:Iteration 3F (135868.710000 sec): 3 clusters
  Score: Raw -338612.026392 + Penalty 2692.709869 = -335919.316523
  nChanged 255
		SP:Iteration 4F (135868.790000 sec): 3 clusters
  Score: Raw -338831.267675 + Penalty 2692.709869 = -336138.557807
  nChanged 231
		SP:Iteration 5F (135868.870000 sec): 3 clusters
  Score: Raw -339028.532285 + Penalty 2692.709869 = -336335.822416
  nChanged 214
		SP:Iteration 6F (135868.940000 sec): 3 clusters
  Score: Raw -339222.535707 + Penalty 2692.709869 = -336529.825838
  nChanged 163
		SP:Iteration 7Q (135869.020000 sec): 3 clusters
  Score: Raw -339373.970548 + Penalty 2692.709869 = -336681.260680
  nChanged 137
		SP:Iteration 8Q (135869.100000 sec): 3 clusters
  Score: Raw -339492.956085 + Penalty 2692.709869 = -336800.246216
  nChanged 104
		SP:Iteration 9Q (135869.170000 sec): 3 clusters
  Score: Raw -339607.708109 + Penalty 2692.709869 = -336914.998240
  nChanged 110
		SP:Iteration 10Q (135869.250000 sec): 3 clusters
  Score: Raw -339692.139971 + Penalty 2692.709869 = -336999.430103
  nChanged 71
		SP:Iteration 11Q (135869.330000 sec): 3 clusters
  Score: Raw -339735.113357 + Penalty 2692.709869 = -337042.403488
  nChanged 53
		SP:Iteration 12Q (135869.400000 sec): 3 clusters
  Score: Raw -339766.244284 + Penalty 2692.709869 = -337073.534416
  nChanged 40
		SP:Iteration 13Q (135869.480000 sec): 3 clusters
  Score: Raw -339788.360079 + Penalty 2692.709869 = -337095.650210
  nChanged 29
		SP:Iteration 14Q (135869.560000 sec): 3 clusters
  Score: Raw -339808.690443 + Penalty 2692.709869 = -337115.980574
  nChanged 32
		SP:Iteration 15Q (135869.630000 sec): 3 clusters
  Score: Raw -339828.536027 + Penalty 2692.709869 = -337135.826159
  nChanged 31
		SP:Iteration 16Q (135869.710000 sec): 3 clusters
  Score: Raw -339844.045902 + Penalty 2692.709869 = -337151.336034
  nChanged 19
		SP:Iteration 17Q (135869.790000 sec): 3 clusters
  Score: Raw -339858.578407 + Penalty 2692.709869 = -337165.868539
  nChanged 21
		SP:Iteration 18Q (135869.860000 sec): 3 clusters
  Score: Raw -339871.977975 + Penalty 2692.709869 = -337179.268106
  nChanged 19
		SP:Iteration 19Q (135869.940000 sec): 3 clusters
  Score: Raw -339881.975965 + Penalty 2692.709869 = -337189.266096
  nChanged 15
		SP:Iteration 20F (135870.020000 sec): 3 clusters
  Score: Raw -339889.300069 + Penalty 2692.709869 = -337196.590200
  nChanged 12
		SP:Iteration 21Q (135870.090000 sec): 3 clusters
  Score: Raw -339896.095642 + Penalty 2692.709869 = -337203.385774
  nChanged 12
		SP:Iteration 22Q (135870.170000 sec): 3 clusters
  Score: Raw -339901.603297 + Penalty 2692.709869 = -337208.893428
  nChanged 8
		SP:Iteration 23Q (135870.250000 sec): 3 clusters
  Score: Raw -339905.483412 + Penalty 2692.709869 = -337212.773544
  nChanged 3
		SP:Iteration 24Q (135870.320000 sec): 3 clusters
  Score: Raw -339906.642385 + Penalty 2692.709869 = -337213.932517
  nChanged 3
		SP:Iteration 25Q (135870.400000 sec): 3 clusters
  Score: Raw -339907.655660 + Penalty 2692.709869 = -337214.945792
  nChanged 2
		SP:Iteration 26Q (135870.470000 sec): 3 clusters
  Score: Raw -339908.798207 + Penalty 2692.709869 = -337216.088338
  nChanged 2
		SP:Iteration 27Q (135870.550000 sec): 3 clusters
  Score: Raw -339909.413093 + Penalty 2692.709869 = -337216.703224
  nChanged 3
		SP:Iteration 28Q (135870.630000 sec): 3 clusters
  Score: Raw -339910.858163 + Penalty 2692.709869 = -337218.148295
  nChanged 6
		SP:Iteration 29Q (135870.700000 sec): 3 clusters
  Score: Raw -339912.254445 + Penalty 2692.709869 = -337219.544577
  nChanged 2
		SP:Iteration 30Q (135870.770000 sec): 3 clusters
  Score: Raw -339912.812362 + Penalty 2692.709869 = -337220.102494
  nChanged 3
		SP:Iteration 31Q (135870.850000 sec): 3 clusters
  Score: Raw -339914.251367 + Penalty 2692.709869 = -337221.541498
  nChanged 3
		SP:Iteration 32Q (135870.920000 sec): 3 clusters
  Score: Raw -339915.236030 + Penalty 2692.709869 = -337222.526161
  nChanged 2
		SP:Iteration 33Q (135871.000000 sec): 3 clusters
  Score: Raw -339915.691653 + Penalty 2692.709869 = -337222.981784
  nChanged 1
		SP:Iteration 34Q (135871.070000 sec): 3 clusters
  Score: Raw -339915.992453 + Penalty 2692.709869 = -337223.282584
  nChanged 0
		SP:Iteration 35F (135871.150000 sec): 3 clusters
  Score: Raw -339915.992453 + Penalty 2692.709869 = -337223.282584
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 112 (2931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135871.210000 sec): 2 clusters
  Score: Raw -251694.616172 + Penalty 1297.253578 = -250397.362594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135871.270000 sec): 3 clusters
  Score: Raw -250366.592076 + Penalty 2594.507156 = -247772.084920
  nChanged 1144
		SP:Iteration 1F (135871.320000 sec): 3 clusters
  Score: Raw -251169.243664 + Penalty 2594.507156 = -248574.736508
  nChanged 274
		SP:Iteration 2F (135871.370000 sec): 3 clusters
  Score: Raw -251458.215407 + Penalty 2594.507156 = -248863.708251
  nChanged 225
		SP:Iteration 3F (135871.430000 sec): 3 clusters
  Score: Raw -251707.181613 + Penalty 2594.507156 = -249112.674457
  nChanged 190
		SP:Iteration 4F (135871.490000 sec): 3 clusters
  Score: Raw -251896.776284 + Penalty 2594.507156 = -249302.269128
  nChanged 171
		SP:Iteration 5F (135871.540000 sec): 3 clusters
  Score: Raw -252068.214684 + Penalty 2594.507156 = -249473.707529
  nChanged 141
		SP:Iteration 6Q (135871.590000 sec): 3 clusters
  Score: Raw -252200.722596 + Penalty 2594.507156 = -249606.215440
  nChanged 119
		SP:Iteration 7Q (135871.640000 sec): 3 clusters
  Score: Raw -252304.731912 + Penalty 2594.507156 = -249710.224757
  nChanged 91
		SP:Iteration 8Q (135871.700000 sec): 3 clusters
  Score: Raw -252381.343910 + Penalty 2594.507156 = -249786.836754
  nChanged 53
		SP:Iteration 9Q (135871.750000 sec): 3 clusters
  Score: Raw -252433.305034 + Penalty 2594.507156 = -249838.797878
  nChanged 49
		SP:Iteration 10Q (135871.800000 sec): 3 clusters
  Score: Raw -252476.484990 + Penalty 2594.507156 = -249881.977834
  nChanged 55
		SP:Iteration 11Q (135871.850000 sec): 3 clusters
  Score: Raw -252510.143641 + Penalty 2594.507156 = -249915.636486
  nChanged 24
		SP:Iteration 12Q (135871.900000 sec): 3 clusters
  Score: Raw -252520.479677 + Penalty 2594.507156 = -249925.972522
  nChanged 14
		SP:Iteration 13Q (135871.950000 sec): 3 clusters
  Score: Raw -252527.107007 + Penalty 2594.507156 = -249932.599852
  nChanged 10
		SP:Iteration 14Q (135872.000000 sec): 3 clusters
  Score: Raw -252529.865765 + Penalty 2594.507156 = -249935.358609
  nChanged 6
		SP:Iteration 15Q (135872.050000 sec): 3 clusters
  Score: Raw -252532.524225 + Penalty 2594.507156 = -249938.017069
  nChanged 6
		SP:Iteration 16Q (135872.110000 sec): 3 clusters
  Score: Raw -252534.144703 + Penalty 2594.507156 = -249939.637547
  nChanged 2
		SP:Iteration 17Q (135872.150000 sec): 3 clusters
  Score: Raw -252534.823528 + Penalty 2594.507156 = -249940.316372
  nChanged 0
		SP:Iteration 18F (135872.210000 sec): 3 clusters
  Score: Raw -252534.823528 + Penalty 2594.507156 = -249940.316372
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 113 (787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135872.250000 sec): 2 clusters
  Score: Raw -59679.766588 + Penalty 1083.587090 = -58596.179497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135872.270000 sec): 3 clusters
  Score: Raw -59462.282804 + Penalty 2167.174181 = -57295.108624
  nChanged 227
		SP:Iteration 1F (135872.290000 sec): 3 clusters
  Score: Raw -59729.916826 + Penalty 2167.174181 = -57562.742646
  nChanged 63
		SP:Iteration 2F (135872.320000 sec): 3 clusters
  Score: Raw -59823.815715 + Penalty 2167.174181 = -57656.641534
  nChanged 39
		SP:Iteration 3Q (135872.340000 sec): 3 clusters
  Score: Raw -59874.621085 + Penalty 2167.174181 = -57707.446904
  nChanged 28
		SP:Iteration 4Q (135872.370000 sec): 3 clusters
  Score: Raw -59919.677470 + Penalty 2167.174181 = -57752.503289
  nChanged 18
		SP:Iteration 5Q (135872.390000 sec): 3 clusters
  Score: Raw -59946.510155 + Penalty 2167.174181 = -57779.335974
  nChanged 13
		SP:Iteration 6Q (135872.410000 sec): 3 clusters
  Score: Raw -59960.392358 + Penalty 2167.174181 = -57793.218177
  nChanged 6
		SP:Iteration 7Q (135872.440000 sec): 3 clusters
  Score: Raw -59969.929421 + Penalty 2167.174181 = -57802.755240
  nChanged 10
		SP:Iteration 8Q (135872.460000 sec): 3 clusters
  Score: Raw -59980.030798 + Penalty 2167.174181 = -57812.856618
  nChanged 2
		SP:Iteration 9Q (135872.480000 sec): 3 clusters
  Score: Raw -59984.396213 + Penalty 2167.174181 = -57817.222033
  nChanged 3
		SP:Iteration 10Q (135872.510000 sec): 3 clusters
  Score: Raw -59986.951396 + Penalty 2167.174181 = -57819.777215
  nChanged 0
		SP:Iteration 11F (135872.530000 sec): 3 clusters
  Score: Raw -59986.951396 + Penalty 2167.174181 = -57819.777215
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 114 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135872.590000 sec): 2 clusters
  Score: Raw -184772.971311 + Penalty 1218.746188 = -183554.225123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135872.630000 sec): 3 clusters
  Score: Raw -184000.244545 + Penalty 2437.492376 = -181562.752169
  nChanged 580
		SP:Iteration 1F (135872.670000 sec): 3 clusters
  Score: Raw -184381.828976 + Penalty 2437.492376 = -181944.336600
  nChanged 131
		SP:Iteration 2F (135872.710000 sec): 3 clusters
  Score: Raw -184471.299862 + Penalty 2437.492376 = -182033.807486
  nChanged 87
		SP:Iteration 3Q (135872.750000 sec): 3 clusters
  Score: Raw -184540.758965 + Penalty 2437.492376 = -182103.266589
  nChanged 72
		SP:Iteration 4Q (135872.790000 sec): 3 clusters
  Score: Raw -184594.668407 + Penalty 2437.492376 = -182157.176031
  nChanged 45
		SP:Iteration 5Q (135872.830000 sec): 3 clusters
  Score: Raw -184633.802752 + Penalty 2437.492376 = -182196.310377
  nChanged 52
		SP:Iteration 6Q (135872.910000 sec): 3 clusters
  Score: Raw -184671.463262 + Penalty 2437.492376 = -182233.970886
  nChanged 38
		SP:Iteration 7Q (135873.090000 sec): 3 clusters
  Score: Raw -184699.654390 + Penalty 2437.492376 = -182262.162014
  nChanged 30
		SP:Iteration 8Q (135873.260000 sec): 3 clusters
  Score: Raw -184720.870255 + Penalty 2437.492376 = -182283.377880
  nChanged 23
		SP:Iteration 9Q (135873.440000 sec): 3 clusters
  Score: Raw -184736.226552 + Penalty 2437.492376 = -182298.734177
  nChanged 21
		SP:Iteration 10Q (135873.610000 sec): 3 clusters
  Score: Raw -184746.664049 + Penalty 2437.492376 = -182309.171673
  nChanged 14
		SP:Iteration 11Q (135873.650000 sec): 3 clusters
  Score: Raw -184755.377961 + Penalty 2437.492376 = -182317.885586
  nChanged 12
		SP:Iteration 12Q (135873.690000 sec): 3 clusters
  Score: Raw -184765.435918 + Penalty 2437.492376 = -182327.943542
  nChanged 16
		SP:Iteration 13Q (135873.730000 sec): 3 clusters
  Score: Raw -184776.986425 + Penalty 2437.492376 = -182339.494049
  nChanged 12
		SP:Iteration 14Q (135873.770000 sec): 3 clusters
  Score: Raw -184785.436194 + Penalty 2437.492376 = -182347.943818
  nChanged 7
		SP:Iteration 15Q (135873.810000 sec): 3 clusters
  Score: Raw -184789.001599 + Penalty 2437.492376 = -182351.509223
  nChanged 6
		SP:Iteration 16Q (135873.850000 sec): 3 clusters
  Score: Raw -184792.282319 + Penalty 2437.492376 = -182354.789944
  nChanged 4
		SP:Iteration 17Q (135873.890000 sec): 3 clusters
  Score: Raw -184794.690288 + Penalty 2437.492376 = -182357.197912
  nChanged 2
		SP:Iteration 18Q (135873.930000 sec): 3 clusters
  Score: Raw -184795.147007 + Penalty 2437.492376 = -182357.654631
  nChanged 1
		SP:Iteration 19Q (135873.970000 sec): 3 clusters
  Score: Raw -184795.245487 + Penalty 2437.492376 = -182357.753112
  nChanged 0
		SP:Iteration 20F (135874.010000 sec): 3 clusters
  Score: Raw -184795.245487 + Penalty 2437.492376 = -182357.753112
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 115 (5183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135874.150000 sec): 2 clusters
  Score: Raw -441814.666563 + Penalty 1389.885139 = -440424.781423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135874.330000 sec): 3 clusters
  Score: Raw -439084.129711 + Penalty 2779.770278 = -436304.359433
  nChanged 2163
		SP:Iteration 1F (135874.510000 sec): 3 clusters
  Score: Raw -440468.029082 + Penalty 2779.770278 = -437688.258803
  nChanged 439
		SP:Iteration 2F (135874.690000 sec): 3 clusters
  Score: Raw -440782.923610 + Penalty 2779.770278 = -438003.153332
  nChanged 330
		SP:Iteration 3F (135874.870000 sec): 3 clusters
  Score: Raw -441018.996151 + Penalty 2779.770278 = -438239.225873
  nChanged 276
		SP:Iteration 4F (135875.010000 sec): 3 clusters
  Score: Raw -441214.123982 + Penalty 2779.770278 = -438434.353704
  nChanged 257
		SP:Iteration 5Q (135875.190000 sec): 3 clusters
  Score: Raw -441377.030083 + Penalty 2779.770278 = -438597.259804
  nChanged 181
		SP:Iteration 6Q (135875.360000 sec): 3 clusters
  Score: Raw -441499.665481 + Penalty 2779.770278 = -438719.895203
  nChanged 183
		SP:Iteration 7Q (135875.540000 sec): 3 clusters
  Score: Raw -441611.260916 + Penalty 2779.770278 = -438831.490638
  nChanged 155
		SP:Iteration 8Q (135875.630000 sec): 3 clusters
  Score: Raw -441693.096829 + Penalty 2779.770278 = -438913.326551
  nChanged 132
		SP:Iteration 9Q (135875.720000 sec): 3 clusters
  Score: Raw -441759.874666 + Penalty 2779.770278 = -438980.104388
  nChanged 108
		SP:Iteration 10Q (135875.810000 sec): 3 clusters
  Score: Raw -441810.151561 + Penalty 2779.770278 = -439030.381283
  nChanged 105
		SP:Iteration 11Q (135875.900000 sec): 3 clusters
  Score: Raw -441852.460973 + Penalty 2779.770278 = -439072.690695
  nChanged 76
		SP:Iteration 12Q (135875.990000 sec): 3 clusters
  Score: Raw -441883.238389 + Penalty 2779.770278 = -439103.468111
  nChanged 59
		SP:Iteration 13Q (135876.090000 sec): 3 clusters
  Score: Raw -441909.606866 + Penalty 2779.770278 = -439129.836588
  nChanged 56
		SP:Iteration 14Q (135876.290000 sec): 3 clusters
  Score: Raw -441927.713508 + Penalty 2779.770278 = -439147.943229
  nChanged 49
		SP:Iteration 15Q (135876.370000 sec): 3 clusters
  Score: Raw -441944.373492 + Penalty 2779.770278 = -439164.603213
  nChanged 49
		SP:Iteration 16Q (135876.470000 sec): 3 clusters
  Score: Raw -441963.590614 + Penalty 2779.770278 = -439183.820336
  nChanged 37
		SP:Iteration 17Q (135876.560000 sec): 3 clusters
  Score: Raw -441978.001401 + Penalty 2779.770278 = -439198.231122
  nChanged 36
		SP:Iteration 18Q (135876.650000 sec): 3 clusters
  Score: Raw -441990.953157 + Penalty 2779.770278 = -439211.182878
  nChanged 34
		SP:Iteration 19Q (135876.750000 sec): 3 clusters
  Score: Raw -442004.333836 + Penalty 2779.770278 = -439224.563558
  nChanged 37
		SP:Iteration 20F (135876.830000 sec): 3 clusters
  Score: Raw -442017.599518 + Penalty 2779.770278 = -439237.829240
  nChanged 35
		SP:Iteration 21Q (135876.930000 sec): 3 clusters
  Score: Raw -442029.296018 + Penalty 2779.770278 = -439249.525740
  nChanged 32
		SP:Iteration 22Q (135877.020000 sec): 3 clusters
  Score: Raw -442038.720825 + Penalty 2779.770278 = -439258.950547
  nChanged 33
		SP:Iteration 23Q (135877.220000 sec): 3 clusters
  Score: Raw -442047.910411 + Penalty 2779.770278 = -439268.140132
  nChanged 19
		SP:Iteration 24Q (135877.390000 sec): 3 clusters
  Score: Raw -442052.637308 + Penalty 2779.770278 = -439272.867030
  nChanged 15
		SP:Iteration 25Q (135877.570000 sec): 3 clusters
  Score: Raw -442056.139608 + Penalty 2779.770278 = -439276.369329
  nChanged 10
		SP:Iteration 26Q (135877.750000 sec): 3 clusters
  Score: Raw -442058.829370 + Penalty 2779.770278 = -439279.059091
  nChanged 11
		SP:Iteration 27Q (135877.920000 sec): 3 clusters
  Score: Raw -442062.302945 + Penalty 2779.770278 = -439282.532666
  nChanged 7
		SP:Iteration 28Q (135878.090000 sec): 3 clusters
  Score: Raw -442064.496291 + Penalty 2779.770278 = -439284.726013
  nChanged 7
		SP:Iteration 29Q (135878.270000 sec): 3 clusters
  Score: Raw -442066.144265 + Penalty 2779.770278 = -439286.373987
  nChanged 8
		SP:Iteration 30Q (135878.450000 sec): 3 clusters
  Score: Raw -442068.940818 + Penalty 2779.770278 = -439289.170539
  nChanged 15
		SP:Iteration 31Q (135878.620000 sec): 3 clusters
  Score: Raw -442072.678029 + Penalty 2779.770278 = -439292.907750
  nChanged 12
		SP:Iteration 32Q (135878.790000 sec): 3 clusters
  Score: Raw -442075.365413 + Penalty 2779.770278 = -439295.595135
  nChanged 8
		SP:Iteration 33Q (135878.970000 sec): 3 clusters
  Score: Raw -442076.626080 + Penalty 2779.770278 = -439296.855801
  nChanged 6
		SP:Iteration 34Q (135879.140000 sec): 3 clusters
  Score: Raw -442077.716390 + Penalty 2779.770278 = -439297.946111
  nChanged 2
		SP:Iteration 35Q (135879.320000 sec): 3 clusters
  Score: Raw -442077.928778 + Penalty 2779.770278 = -439298.158500
  nChanged 3
		SP:Iteration 36Q (135879.490000 sec): 3 clusters
  Score: Raw -442078.387971 + Penalty 2779.770278 = -439298.617693
  nChanged 2
		SP:Iteration 37Q (135879.670000 sec): 3 clusters
  Score: Raw -442078.895341 + Penalty 2779.770278 = -439299.125063
  nChanged 1
		SP:Iteration 38Q (135879.750000 sec): 3 clusters
  Score: Raw -442079.142871 + Penalty 2779.770278 = -439299.372593
  nChanged 0
		SP:Iteration 39F (135879.850000 sec): 3 clusters
  Score: Raw -442079.142871 + Penalty 2779.770278 = -439299.372593
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 116 (2180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135879.910000 sec): 2 clusters
  Score: Raw -213858.552031 + Penalty 1249.150525 = -212609.401506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135879.950000 sec): 3 clusters
  Score: Raw -212880.458572 + Penalty 2498.301051 = -210382.157521
  nChanged 802
		SP:Iteration 1F (135880.000000 sec): 3 clusters
  Score: Raw -213416.425487 + Penalty 2498.301051 = -210918.124436
  nChanged 164
		SP:Iteration 2F (135880.120000 sec): 3 clusters
  Score: Raw -213528.450562 + Penalty 2498.301051 = -211030.149512
  nChanged 105
		SP:Iteration 3Q (135880.170000 sec): 3 clusters
  Score: Raw -213593.316580 + Penalty 2498.301051 = -211095.015529
  nChanged 64
		SP:Iteration 4Q (135880.210000 sec): 3 clusters
  Score: Raw -213633.784324 + Penalty 2498.301051 = -211135.483274
  nChanged 58
		SP:Iteration 5Q (135880.260000 sec): 3 clusters
  Score: Raw -213671.038000 + Penalty 2498.301051 = -211172.736949
  nChanged 45
		SP:Iteration 6Q (135880.300000 sec): 3 clusters
  Score: Raw -213693.162267 + Penalty 2498.301051 = -211194.861217
  nChanged 45
		SP:Iteration 7Q (135880.350000 sec): 3 clusters
  Score: Raw -213715.623567 + Penalty 2498.301051 = -211217.322517
  nChanged 24
		SP:Iteration 8Q (135880.390000 sec): 3 clusters
  Score: Raw -213727.587128 + Penalty 2498.301051 = -211229.286077
  nChanged 24
		SP:Iteration 9Q (135880.430000 sec): 3 clusters
  Score: Raw -213737.504169 + Penalty 2498.301051 = -211239.203119
  nChanged 20
		SP:Iteration 10Q (135880.470000 sec): 3 clusters
  Score: Raw -213744.995785 + Penalty 2498.301051 = -211246.694735
  nChanged 14
		SP:Iteration 11Q (135880.520000 sec): 3 clusters
  Score: Raw -213750.787071 + Penalty 2498.301051 = -211252.486021
  nChanged 12
		SP:Iteration 12Q (135880.560000 sec): 3 clusters
  Score: Raw -213755.782284 + Penalty 2498.301051 = -211257.481234
  nChanged 13
		SP:Iteration 13Q (135880.610000 sec): 3 clusters
  Score: Raw -213760.963500 + Penalty 2498.301051 = -211262.662450
  nChanged 11
		SP:Iteration 14Q (135880.650000 sec): 3 clusters
  Score: Raw -213765.081590 + Penalty 2498.301051 = -211266.780540
  nChanged 10
		SP:Iteration 15Q (135880.690000 sec): 3 clusters
  Score: Raw -213770.115427 + Penalty 2498.301051 = -211271.814377
  nChanged 7
		SP:Iteration 16Q (135880.730000 sec): 3 clusters
  Score: Raw -213772.382387 + Penalty 2498.301051 = -211274.081336
  nChanged 9
		SP:Iteration 17Q (135880.910000 sec): 3 clusters
  Score: Raw -213777.275770 + Penalty 2498.301051 = -211278.974719
  nChanged 9
		SP:Iteration 18Q (135881.090000 sec): 3 clusters
  Score: Raw -213781.273758 + Penalty 2498.301051 = -211282.972707
  nChanged 16
		SP:Iteration 19Q (135881.260000 sec): 3 clusters
  Score: Raw -213786.842922 + Penalty 2498.301051 = -211288.541872
  nChanged 10
		SP:Iteration 20F (135881.440000 sec): 3 clusters
  Score: Raw -213791.518311 + Penalty 2498.301051 = -211293.217260
  nChanged 10
		SP:Iteration 21Q (135881.610000 sec): 3 clusters
  Score: Raw -213795.711724 + Penalty 2498.301051 = -211297.410673
  nChanged 10
		SP:Iteration 22Q (135881.790000 sec): 3 clusters
  Score: Raw -213798.596744 + Penalty 2498.301051 = -211300.295693
  nChanged 6
		SP:Iteration 23Q (135881.970000 sec): 3 clusters
  Score: Raw -213799.738569 + Penalty 2498.301051 = -211301.437519
  nChanged 6
		SP:Iteration 24Q (135882.140000 sec): 3 clusters
  Score: Raw -213801.721327 + Penalty 2498.301051 = -211303.420277
  nChanged 12
		SP:Iteration 25Q (135882.320000 sec): 3 clusters
  Score: Raw -213806.672617 + Penalty 2498.301051 = -211308.371566
  nChanged 19
		SP:Iteration 26Q (135882.490000 sec): 3 clusters
  Score: Raw -213814.702538 + Penalty 2498.301051 = -211316.401487
  nChanged 13
		SP:Iteration 27Q (135882.670000 sec): 3 clusters
  Score: Raw -213820.567599 + Penalty 2498.301051 = -211322.266549
  nChanged 12
		SP:Iteration 28Q (135882.850000 sec): 3 clusters
  Score: Raw -213825.275272 + Penalty 2498.301051 = -211326.974221
  nChanged 14
		SP:Iteration 29Q (135883.020000 sec): 3 clusters
  Score: Raw -213829.998254 + Penalty 2498.301051 = -211331.697203
  nChanged 9
		SP:Iteration 30Q (135883.200000 sec): 3 clusters
  Score: Raw -213833.297127 + Penalty 2498.301051 = -211334.996077
  nChanged 11
		SP:Iteration 31Q (135883.370000 sec): 3 clusters
  Score: Raw -213837.133381 + Penalty 2498.301051 = -211338.832330
  nChanged 9
		SP:Iteration 32Q (135883.550000 sec): 3 clusters
  Score: Raw -213842.045879 + Penalty 2498.301051 = -211343.744828
  nChanged 10
		SP:Iteration 33Q (135883.730000 sec): 3 clusters
  Score: Raw -213846.588376 + Penalty 2498.301051 = -211348.287326
  nChanged 10
		SP:Iteration 34Q (135883.900000 sec): 3 clusters
  Score: Raw -213852.048534 + Penalty 2498.301051 = -211353.747484
  nChanged 8
		SP:Iteration 35Q (135884.080000 sec): 3 clusters
  Score: Raw -213855.591451 + Penalty 2498.301051 = -211357.290400
  nChanged 5
		SP:Iteration 36Q (135884.260000 sec): 3 clusters
  Score: Raw -213857.397143 + Penalty 2498.301051 = -211359.096092
  nChanged 3
		SP:Iteration 37Q (135884.430000 sec): 3 clusters
  Score: Raw -213858.847795 + Penalty 2498.301051 = -211360.546744
  nChanged 5
		SP:Iteration 38Q (135884.600000 sec): 3 clusters
  Score: Raw -213861.917089 + Penalty 2498.301051 = -211363.616039
  nChanged 7
		SP:Iteration 39Q (135884.780000 sec): 3 clusters
  Score: Raw -213865.313191 + Penalty 2498.301051 = -211367.012140
  nChanged 2
		SP:Iteration 40F (135884.960000 sec): 3 clusters
  Score: Raw -213865.971497 + Penalty 2498.301051 = -211367.670446
  nChanged 1
		SP:Iteration 41Q (135885.130000 sec): 3 clusters
  Score: Raw -213866.164398 + Penalty 2498.301051 = -211367.863347
  nChanged 3
		SP:Iteration 42Q (135885.310000 sec): 3 clusters
  Score: Raw -213867.522481 + Penalty 2498.301051 = -211369.221430
  nChanged 2
		SP:Iteration 43Q (135885.480000 sec): 3 clusters
  Score: Raw -213868.211110 + Penalty 2498.301051 = -211369.910059
  nChanged 3
		SP:Iteration 44Q (135885.660000 sec): 3 clusters
  Score: Raw -213869.858928 + Penalty 2498.301051 = -211371.557877
  nChanged 3
		SP:Iteration 45Q (135885.840000 sec): 3 clusters
  Score: Raw -213870.957156 + Penalty 2498.301051 = -211372.656106
  nChanged 1
		SP:Iteration 46Q (135886.010000 sec): 3 clusters
  Score: Raw -213871.397196 + Penalty 2498.301051 = -211373.096146
  nChanged 2
		SP:Iteration 47Q (135886.190000 sec): 3 clusters
  Score: Raw -213872.230401 + Penalty 2498.301051 = -211373.929350
  nChanged 1
		SP:Iteration 48Q (135886.360000 sec): 3 clusters
  Score: Raw -213872.315921 + Penalty 2498.301051 = -211374.014870
  nChanged 0
		SP:Iteration 49F (135886.540000 sec): 3 clusters
  Score: Raw -213872.315921 + Penalty 2498.301051 = -211374.014870
  nChanged 0
Iteration 219Q (136051.690000 sec): 117 clusters
  Score: Raw -47059493.179984 + Penalty 250148.350832 = -46809344.829152
  nChanged 276
Iteration 220F (136274.910000 sec): 117 clusters
  Score: Raw -47059533.852355 + Penalty 250148.350832 = -46809385.501523
  nChanged 268
Iteration 221Q (136439.660000 sec): 117 clusters
  Score: Raw -47059568.565449 + Penalty 250148.350832 = -46809420.214617
  nChanged 267
Iteration 222Q (136611.610000 sec): 117 clusters
  Score: Raw -47059601.903754 + Penalty 250148.350832 = -46809453.552922
  nChanged 267
Iteration 223Q (136777.990000 sec): 117 clusters
  Score: Raw -47059635.140382 + Penalty 250148.350832 = -46809486.789549
  nChanged 258
Iteration 224Q (136951.190000 sec): 117 clusters
  Score: Raw -47059668.173868 + Penalty 250148.350832 = -46809519.823035
  nChanged 258
Iteration 225Q (137120.980000 sec): 117 clusters
  Score: Raw -47059699.547783 + Penalty 250148.350832 = -46809551.196951
  nChanged 249
Iteration 226Q (137292.730000 sec): 117 clusters
  Score: Raw -47059730.954146 + Penalty 250148.350832 = -46809582.603313
  nChanged 255
Iteration 227Q (137460.890000 sec): 117 clusters
  Score: Raw -47059765.592051 + Penalty 250148.350832 = -46809617.241218
  nChanged 249
Iteration 228Q (137629.670000 sec): 117 clusters
  Score: Raw -47059799.323259 + Penalty 250148.350832 = -46809650.972426
  nChanged 225
Iteration 229Q (137798.930000 sec): 117 clusters
  Score: Raw -47059826.166986 + Penalty 250148.350832 = -46809677.816153
  nChanged 216
Iteration 230Q (137970.030000 sec): 117 clusters
  Score: Raw -47059852.644320 + Penalty 250148.350832 = -46809704.293488
  nChanged 217
Iteration 231Q (138141.730000 sec): 117 clusters
  Score: Raw -47059879.681723 + Penalty 250148.350832 = -46809731.330890
  nChanged 196
Iteration 232Q (138311.440000 sec): 117 clusters
  Score: Raw -47059904.716307 + Penalty 250148.350832 = -46809756.365475
  nChanged 178
Iteration 233Q (138480.400000 sec): 117 clusters
  Score: Raw -47059929.479927 + Penalty 250148.350832 = -46809781.129095
  nChanged 195
Iteration 234Q (138647.520000 sec): 117 clusters
  Score: Raw -47059955.273058 + Penalty 250148.350832 = -46809806.922226
  nChanged 197
Iteration 235Q (138820.230000 sec): 117 clusters
  Score: Raw -47059979.844734 + Penalty 250148.350832 = -46809831.493902
  nChanged 199
Iteration 236Q (138992.240000 sec): 117 clusters
  Score: Raw -47060005.913709 + Penalty 250148.350832 = -46809857.562876
  nChanged 206
Iteration 237Q (139162.350000 sec): 117 clusters
  Score: Raw -47060035.214954 + Penalty 250148.350832 = -46809886.864122
  nChanged 219
Iteration 238Q (139334.060000 sec): 117 clusters
  Score: Raw -47060064.116843 + Penalty 250148.350832 = -46809915.766010
  nChanged 199
Iteration 239Q (139506.230000 sec): 117 clusters
  Score: Raw -47060089.708623 + Penalty 250148.350832 = -46809941.357791
  nChanged 186
Iteration 240F (139732.550000 sec): 117 clusters
  Score: Raw -47060113.679281 + Penalty 250148.350832 = -46809965.328449
  nChanged 182
Iteration 241Q (139899.450000 sec): 117 clusters
  Score: Raw -47060135.454282 + Penalty 250148.350832 = -46809987.103450
  nChanged 161
Iteration 242Q (140069.270000 sec): 117 clusters
  Score: Raw -47060158.091641 + Penalty 250148.350832 = -46810009.740809
  nChanged 164
Iteration 243Q (140237.650000 sec): 117 clusters
  Score: Raw -47060179.303764 + Penalty 250148.350832 = -46810030.952931
  nChanged 162
Iteration 244Q (140405.940000 sec): 117 clusters
  Score: Raw -47060199.965536 + Penalty 250148.350832 = -46810051.614704
  nChanged 175
Iteration 245Q (140573.880000 sec): 117 clusters
  Score: Raw -47060224.271552 + Penalty 250148.350832 = -46810075.920720
  nChanged 190
Iteration 246Q (140742.900000 sec): 117 clusters
  Score: Raw -47060251.277733 + Penalty 250148.350832 = -46810102.926900
  nChanged 206
Iteration 247Q (140911.950000 sec): 117 clusters
  Score: Raw -47060282.973970 + Penalty 250148.350832 = -46810134.623138
  nChanged 210
Iteration 248Q (141085.200000 sec): 117 clusters
  Score: Raw -47060317.763752 + Penalty 250148.350832 = -46810169.412920
  nChanged 219
Iteration 249Q (141257.070000 sec): 117 clusters
  Score: Raw -47060348.667759 + Penalty 250148.350832 = -46810200.316926
  nChanged 190
Iteration 250Q (141426.840000 sec): 117 clusters
  Score: Raw -47060373.387891 + Penalty 250148.350832 = -46810225.037059
  nChanged 155
Iteration 251Q (141597.970000 sec): 117 clusters
  Score: Raw -47060393.277361 + Penalty 250148.350832 = -46810244.926529
  nChanged 144
Iteration 252Q (141768.440000 sec): 117 clusters
  Score: Raw -47060410.968523 + Penalty 250148.350832 = -46810262.617691
  nChanged 139
Iteration 253Q (141941.210000 sec): 117 clusters
  Score: Raw -47060428.351423 + Penalty 250148.350832 = -46810280.000590
  nChanged 122
Iteration 254Q (142111.710000 sec): 117 clusters
  Score: Raw -47060443.876632 + Penalty 250148.350832 = -46810295.525799
  nChanged 118
Iteration 255Q (142281.930000 sec): 117 clusters
  Score: Raw -47060458.884294 + Penalty 250148.350832 = -46810310.533462
  nChanged 106
Iteration 256Q (142453.840000 sec): 117 clusters
  Score: Raw -47060473.857000 + Penalty 250148.350832 = -46810325.506168
  nChanged 120
Iteration 257Q (142625.400000 sec): 117 clusters
  Score: Raw -47060490.077673 + Penalty 250148.350832 = -46810341.726840
  nChanged 128
Iteration 258Q (142795.750000 sec): 117 clusters
  Score: Raw -47060508.730419 + Penalty 250148.350832 = -46810360.379587
  nChanged 122
Writing temp clu file 
Because OldScore, -46810341.726840, is greater than current (better) Score,-46810360.379587 
 Compute initial score before splitting:   Score: Raw -47060508.730419 + Penalty 250148.350832 = -46810360.379587
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (3840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142795.950000 sec): 2 clusters
  Score: Raw -269517.232739 + Penalty 1341.149492 = -268176.083246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142796.140000 sec): 3 clusters
  Score: Raw -267641.094949 + Penalty 2682.298985 = -264958.795964
  nChanged 1534
		SP:Iteration 1F (142796.280000 sec): 3 clusters
  Score: Raw -268776.339722 + Penalty 2682.298985 = -266094.040738
  nChanged 396
		SP:Iteration 2F (142796.440000 sec): 3 clusters
  Score: Raw -269162.682866 + Penalty 2682.298985 = -266480.383881
  nChanged 292
		SP:Iteration 3F (142796.600000 sec): 3 clusters
  Score: Raw -269424.111011 + Penalty 2682.298985 = -266741.812027
  nChanged 217
		SP:Iteration 4F (142796.780000 sec): 3 clusters
  Score: Raw -269581.911370 + Penalty 2682.298985 = -266899.612385
  nChanged 165
		SP:Iteration 5Q (142796.950000 sec): 3 clusters
  Score: Raw -269712.080202 + Penalty 2682.298985 = -267029.781217
  nChanged 115
		SP:Iteration 6Q (142797.130000 sec): 3 clusters
  Score: Raw -269798.453387 + Penalty 2682.298985 = -267116.154402
  nChanged 115
		SP:Iteration 7Q (142797.310000 sec): 3 clusters
  Score: Raw -269873.510800 + Penalty 2682.298985 = -267191.211815
  nChanged 80
		SP:Iteration 8Q (142797.480000 sec): 3 clusters
  Score: Raw -269912.752389 + Penalty 2682.298985 = -267230.453404
  nChanged 57
		SP:Iteration 9Q (142797.660000 sec): 3 clusters
  Score: Raw -269937.749710 + Penalty 2682.298985 = -267255.450725
  nChanged 46
		SP:Iteration 10Q (142797.840000 sec): 3 clusters
  Score: Raw -269954.954634 + Penalty 2682.298985 = -267272.655649
  nChanged 32
		SP:Iteration 11Q (142798.010000 sec): 3 clusters
  Score: Raw -269969.655471 + Penalty 2682.298985 = -267287.356486
  nChanged 29
		SP:Iteration 12Q (142798.190000 sec): 3 clusters
  Score: Raw -269983.158820 + Penalty 2682.298985 = -267300.859835
  nChanged 23
		SP:Iteration 13Q (142798.360000 sec): 3 clusters
  Score: Raw -269995.343199 + Penalty 2682.298985 = -267313.044214
  nChanged 23
		SP:Iteration 14Q (142798.540000 sec): 3 clusters
  Score: Raw -270007.415540 + Penalty 2682.298985 = -267325.116556
  nChanged 30
		SP:Iteration 15Q (142798.720000 sec): 3 clusters
  Score: Raw -270023.352650 + Penalty 2682.298985 = -267341.053665
  nChanged 25
		SP:Iteration 16Q (142798.890000 sec): 3 clusters
  Score: Raw -270031.214882 + Penalty 2682.298985 = -267348.915897
  nChanged 22
		SP:Iteration 17Q (142799.060000 sec): 3 clusters
  Score: Raw -270039.173829 + Penalty 2682.298985 = -267356.874844
  nChanged 18
		SP:Iteration 18Q (142799.240000 sec): 3 clusters
  Score: Raw -270046.329304 + Penalty 2682.298985 = -267364.030319
  nChanged 15
		SP:Iteration 19Q (142799.420000 sec): 3 clusters
  Score: Raw -270051.010497 + Penalty 2682.298985 = -267368.711512
  nChanged 12
		SP:Iteration 20F (142799.590000 sec): 3 clusters
  Score: Raw -270054.474283 + Penalty 2682.298985 = -267372.175298
  nChanged 8
		SP:Iteration 21Q (142799.770000 sec): 3 clusters
  Score: Raw -270059.237134 + Penalty 2682.298985 = -267376.938149
  nChanged 18
		SP:Iteration 22Q (142799.940000 sec): 3 clusters
  Score: Raw -270066.261698 + Penalty 2682.298985 = -267383.962713
  nChanged 12
		SP:Iteration 23Q (142800.110000 sec): 3 clusters
  Score: Raw -270072.048770 + Penalty 2682.298985 = -267389.749785
  nChanged 11
		SP:Iteration 24Q (142800.270000 sec): 3 clusters
  Score: Raw -270077.272108 + Penalty 2682.298985 = -267394.973123
  nChanged 19
		SP:Iteration 25Q (142800.440000 sec): 3 clusters
  Score: Raw -270085.859755 + Penalty 2682.298985 = -267403.560770
  nChanged 22
		SP:Iteration 26Q (142800.600000 sec): 3 clusters
  Score: Raw -270098.422461 + Penalty 2682.298985 = -267416.123476
  nChanged 30
		SP:Iteration 27Q (142800.800000 sec): 3 clusters
  Score: Raw -270110.259593 + Penalty 2682.298985 = -267427.960608
  nChanged 23
		SP:Iteration 28Q (142800.960000 sec): 3 clusters
  Score: Raw -270119.164093 + Penalty 2682.298985 = -267436.865108
  nChanged 19
		SP:Iteration 29Q (142801.120000 sec): 3 clusters
  Score: Raw -270126.783543 + Penalty 2682.298985 = -267444.484558
  nChanged 12
		SP:Iteration 30Q (142801.280000 sec): 3 clusters
  Score: Raw -270131.767307 + Penalty 2682.298985 = -267449.468322
  nChanged 11
		SP:Iteration 31Q (142801.440000 sec): 3 clusters
  Score: Raw -270135.725955 + Penalty 2682.298985 = -267453.426970
  nChanged 15
		SP:Iteration 32Q (142801.610000 sec): 3 clusters
  Score: Raw -270141.393485 + Penalty 2682.298985 = -267459.094501
  nChanged 17
		SP:Iteration 33Q (142801.780000 sec): 3 clusters
  Score: Raw -270148.113223 + Penalty 2682.298985 = -267465.814238
  nChanged 10
		SP:Iteration 34Q (142801.960000 sec): 3 clusters
  Score: Raw -270151.504231 + Penalty 2682.298985 = -267469.205246
  nChanged 11
		SP:Iteration 35Q (142802.140000 sec): 3 clusters
  Score: Raw -270154.330085 + Penalty 2682.298985 = -267472.031100
  nChanged 4
		SP:Iteration 36Q (142802.310000 sec): 3 clusters
  Score: Raw -270155.088331 + Penalty 2682.298985 = -267472.789347
  nChanged 3
		SP:Iteration 37Q (142802.490000 sec): 3 clusters
  Score: Raw -270155.918233 + Penalty 2682.298985 = -267473.619248
  nChanged 3
		SP:Iteration 38Q (142802.660000 sec): 3 clusters
  Score: Raw -270156.616416 + Penalty 2682.298985 = -267474.317431
  nChanged 7
		SP:Iteration 39Q (142802.840000 sec): 3 clusters
  Score: Raw -270159.950400 + Penalty 2682.298985 = -267477.651415
  nChanged 11
		SP:Iteration 40F (142803.020000 sec): 3 clusters
  Score: Raw -270164.301697 + Penalty 2682.298985 = -267482.002712
  nChanged 8
		SP:Iteration 41Q (142803.190000 sec): 3 clusters
  Score: Raw -270167.596979 + Penalty 2682.298985 = -267485.297994
  nChanged 5
		SP:Iteration 42Q (142803.370000 sec): 3 clusters
  Score: Raw -270170.248385 + Penalty 2682.298985 = -267487.949401
  nChanged 7
		SP:Iteration 43Q (142803.540000 sec): 3 clusters
  Score: Raw -270171.290295 + Penalty 2682.298985 = -267488.991311
  nChanged 3
		SP:Iteration 44Q (142803.720000 sec): 3 clusters
  Score: Raw -270172.512032 + Penalty 2682.298985 = -267490.213047
  nChanged 4
		SP:Iteration 45Q (142803.900000 sec): 3 clusters
  Score: Raw -270174.527700 + Penalty 2682.298985 = -267492.228715
  nChanged 5
		SP:Iteration 46Q (142804.070000 sec): 3 clusters
  Score: Raw -270176.159290 + Penalty 2682.298985 = -267493.860305
  nChanged 3
		SP:Iteration 47Q (142804.250000 sec): 3 clusters
  Score: Raw -270177.354198 + Penalty 2682.298985 = -267495.055213
  nChanged 2
		SP:Iteration 48Q (142804.420000 sec): 3 clusters
  Score: Raw -270178.216236 + Penalty 2682.298985 = -267495.917251
  nChanged 3
		SP:Iteration 49Q (142804.600000 sec): 3 clusters
  Score: Raw -270178.762690 + Penalty 2682.298985 = -267496.463705
  nChanged 3
		SP:Iteration 50Q (142804.780000 sec): 3 clusters
  Score: Raw -270179.392240 + Penalty 2682.298985 = -267497.093255
  nChanged 0
		SP:Iteration 51F (142804.950000 sec): 3 clusters
  Score: Raw -270179.392240 + Penalty 2682.298985 = -267497.093255
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (3629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142805.020000 sec): 2 clusters
  Score: Raw -263942.318650 + Penalty 1331.965766 = -262610.352884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142805.190000 sec): 3 clusters
  Score: Raw -262178.878668 + Penalty 2663.931532 = -259514.947136
  nChanged 1458
		SP:Iteration 1F (142805.370000 sec): 3 clusters
  Score: Raw -263193.632781 + Penalty 2663.931532 = -260529.701248
  nChanged 329
		SP:Iteration 2F (142805.540000 sec): 3 clusters
  Score: Raw -263480.828436 + Penalty 2663.931532 = -260816.896904
  nChanged 249
		SP:Iteration 3F (142805.720000 sec): 3 clusters
  Score: Raw -263698.965103 + Penalty 2663.931532 = -261035.033571
  nChanged 191
		SP:Iteration 4F (142805.900000 sec): 3 clusters
  Score: Raw -263834.194033 + Penalty 2663.931532 = -261170.262501
  nChanged 138
		SP:Iteration 5Q (142806.070000 sec): 3 clusters
  Score: Raw -263924.147782 + Penalty 2663.931532 = -261260.216249
  nChanged 112
		SP:Iteration 6Q (142806.250000 sec): 3 clusters
  Score: Raw -263988.645441 + Penalty 2663.931532 = -261324.713909
  nChanged 82
		SP:Iteration 7Q (142806.420000 sec): 3 clusters
  Score: Raw -264029.621358 + Penalty 2663.931532 = -261365.689825
  nChanged 81
		SP:Iteration 8Q (142806.600000 sec): 3 clusters
  Score: Raw -264069.454380 + Penalty 2663.931532 = -261405.522847
  nChanged 80
		SP:Iteration 9Q (142806.780000 sec): 3 clusters
  Score: Raw -264113.773354 + Penalty 2663.931532 = -261449.841822
  nChanged 86
		SP:Iteration 10Q (142806.950000 sec): 3 clusters
  Score: Raw -264161.096259 + Penalty 2663.931532 = -261497.164727
  nChanged 75
		SP:Iteration 11Q (142807.130000 sec): 3 clusters
  Score: Raw -264203.166035 + Penalty 2663.931532 = -261539.234502
  nChanged 61
		SP:Iteration 12Q (142807.300000 sec): 3 clusters
  Score: Raw -264236.896824 + Penalty 2663.931532 = -261572.965292
  nChanged 50
		SP:Iteration 13Q (142807.480000 sec): 3 clusters
  Score: Raw -264256.303186 + Penalty 2663.931532 = -261592.371654
  nChanged 29
		SP:Iteration 14Q (142807.660000 sec): 3 clusters
  Score: Raw -264266.983056 + Penalty 2663.931532 = -261603.051524
  nChanged 23
		SP:Iteration 15Q (142807.830000 sec): 3 clusters
  Score: Raw -264274.461802 + Penalty 2663.931532 = -261610.530270
  nChanged 18
		SP:Iteration 16Q (142808.010000 sec): 3 clusters
  Score: Raw -264281.557498 + Penalty 2663.931532 = -261617.625965
  nChanged 21
		SP:Iteration 17Q (142808.180000 sec): 3 clusters
  Score: Raw -264288.579773 + Penalty 2663.931532 = -261624.648241
  nChanged 14
		SP:Iteration 18Q (142808.400000 sec): 3 clusters
  Score: Raw -264295.654911 + Penalty 2663.931532 = -261631.723378
  nChanged 17
		SP:Iteration 19Q (142808.550000 sec): 3 clusters
  Score: Raw -264300.672970 + Penalty 2663.931532 = -261636.741438
  nChanged 11
		SP:Iteration 20F (142808.730000 sec): 3 clusters
  Score: Raw -264303.153119 + Penalty 2663.931532 = -261639.221586
  nChanged 14
		SP:Iteration 21Q (142808.900000 sec): 3 clusters
  Score: Raw -264307.829386 + Penalty 2663.931532 = -261643.897854
  nChanged 7
		SP:Iteration 22Q (142809.080000 sec): 3 clusters
  Score: Raw -264309.764647 + Penalty 2663.931532 = -261645.833115
  nChanged 8
		SP:Iteration 23Q (142809.260000 sec): 3 clusters
  Score: Raw -264312.467036 + Penalty 2663.931532 = -261648.535504
  nChanged 11
		SP:Iteration 24Q (142809.430000 sec): 3 clusters
  Score: Raw -264317.168718 + Penalty 2663.931532 = -261653.237186
  nChanged 11
		SP:Iteration 25Q (142809.610000 sec): 3 clusters
  Score: Raw -264321.585937 + Penalty 2663.931532 = -261657.654405
  nChanged 9
		SP:Iteration 26Q (142809.780000 sec): 3 clusters
  Score: Raw -264325.022609 + Penalty 2663.931532 = -261661.091076
  nChanged 5
		SP:Iteration 27Q (142809.960000 sec): 3 clusters
  Score: Raw -264326.733820 + Penalty 2663.931532 = -261662.802288
  nChanged 3
		SP:Iteration 28Q (142810.140000 sec): 3 clusters
  Score: Raw -264327.146470 + Penalty 2663.931532 = -261663.214937
  nChanged 1
		SP:Iteration 29Q (142810.310000 sec): 3 clusters
  Score: Raw -264327.541586 + Penalty 2663.931532 = -261663.610054
  nChanged 2
		SP:Iteration 30Q (142810.490000 sec): 3 clusters
  Score: Raw -264328.660644 + Penalty 2663.931532 = -261664.729111
  nChanged 6
		SP:Iteration 31Q (142810.660000 sec): 3 clusters
  Score: Raw -264330.718255 + Penalty 2663.931532 = -261666.786723
  nChanged 6
		SP:Iteration 32Q (142810.840000 sec): 3 clusters
  Score: Raw -264332.245886 + Penalty 2663.931532 = -261668.314354
  nChanged 4
		SP:Iteration 33Q (142811.020000 sec): 3 clusters
  Score: Raw -264334.247245 + Penalty 2663.931532 = -261670.315713
  nChanged 4
		SP:Iteration 34Q (142811.190000 sec): 3 clusters
  Score: Raw -264335.739338 + Penalty 2663.931532 = -261671.807806
  nChanged 4
		SP:Iteration 35Q (142811.370000 sec): 3 clusters
  Score: Raw -264337.467575 + Penalty 2663.931532 = -261673.536043
  nChanged 5
		SP:Iteration 36Q (142811.540000 sec): 3 clusters
  Score: Raw -264339.172369 + Penalty 2663.931532 = -261675.240837
  nChanged 10
		SP:Iteration 37Q (142811.720000 sec): 3 clusters
  Score: Raw -264342.665141 + Penalty 2663.931532 = -261678.733608
  nChanged 13
		SP:Iteration 38Q (142811.900000 sec): 3 clusters
  Score: Raw -264344.931344 + Penalty 2663.931532 = -261680.999812
  nChanged 8
		SP:Iteration 39Q (142812.070000 sec): 3 clusters
  Score: Raw -264347.520636 + Penalty 2663.931532 = -261683.589104
  nChanged 4
		SP:Iteration 40F (142812.250000 sec): 3 clusters
  Score: Raw -264349.062358 + Penalty 2663.931532 = -261685.130825
  nChanged 5
		SP:Iteration 41Q (142812.420000 sec): 3 clusters
  Score: Raw -264350.583636 + Penalty 2663.931532 = -261686.652103
  nChanged 2
		SP:Iteration 42Q (142812.600000 sec): 3 clusters
  Score: Raw -264350.878273 + Penalty 2663.931532 = -261686.946741
  nChanged 1
		SP:Iteration 43Q (142812.770000 sec): 3 clusters
  Score: Raw -264350.963605 + Penalty 2663.931532 = -261687.032072
  nChanged 0
		SP:Iteration 44F (142812.950000 sec): 3 clusters
  Score: Raw -264350.963605 + Penalty 2663.931532 = -261687.032072
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (3121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142813.070000 sec): 2 clusters
  Score: Raw -252138.955326 + Penalty 1307.460171 = -250831.495155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142813.210000 sec): 3 clusters
  Score: Raw -250661.464460 + Penalty 2614.920341 = -248046.544119
  nChanged 1199
		SP:Iteration 1F (142813.270000 sec): 3 clusters
  Score: Raw -251550.568947 + Penalty 2614.920341 = -248935.648606
  nChanged 343
		SP:Iteration 2F (142813.330000 sec): 3 clusters
  Score: Raw -251906.535614 + Penalty 2614.920341 = -249291.615272
  nChanged 230
		SP:Iteration 3F (142813.380000 sec): 3 clusters
  Score: Raw -252146.935724 + Penalty 2614.920341 = -249532.015383
  nChanged 173
		SP:Iteration 4F (142813.450000 sec): 3 clusters
  Score: Raw -252293.412088 + Penalty 2614.920341 = -249678.491746
  nChanged 128
		SP:Iteration 5Q (142813.510000 sec): 3 clusters
  Score: Raw -252416.258717 + Penalty 2614.920341 = -249801.338375
  nChanged 103
		SP:Iteration 6Q (142813.570000 sec): 3 clusters
  Score: Raw -252510.682187 + Penalty 2614.920341 = -249895.761845
  nChanged 91
		SP:Iteration 7Q (142813.630000 sec): 3 clusters
  Score: Raw -252591.585315 + Penalty 2614.920341 = -249976.664974
  nChanged 74
		SP:Iteration 8Q (142813.690000 sec): 3 clusters
  Score: Raw -252648.638979 + Penalty 2614.920341 = -250033.718638
  nChanged 61
		SP:Iteration 9Q (142813.750000 sec): 3 clusters
  Score: Raw -252699.943463 + Penalty 2614.920341 = -250085.023122
  nChanged 69
		SP:Iteration 10Q (142813.810000 sec): 3 clusters
  Score: Raw -252746.062527 + Penalty 2614.920341 = -250131.142186
  nChanged 57
		SP:Iteration 11Q (142813.860000 sec): 3 clusters
  Score: Raw -252786.874540 + Penalty 2614.920341 = -250171.954199
  nChanged 46
		SP:Iteration 12Q (142813.920000 sec): 3 clusters
  Score: Raw -252818.668746 + Penalty 2614.920341 = -250203.748405
  nChanged 32
		SP:Iteration 13Q (142813.980000 sec): 3 clusters
  Score: Raw -252838.274707 + Penalty 2614.920341 = -250223.354365
  nChanged 25
		SP:Iteration 14Q (142814.040000 sec): 3 clusters
  Score: Raw -252853.876937 + Penalty 2614.920341 = -250238.956596
  nChanged 27
		SP:Iteration 15Q (142814.100000 sec): 3 clusters
  Score: Raw -252868.058785 + Penalty 2614.920341 = -250253.138444
  nChanged 25
		SP:Iteration 16Q (142814.160000 sec): 3 clusters
  Score: Raw -252883.568555 + Penalty 2614.920341 = -250268.648214
  nChanged 26
		SP:Iteration 17Q (142814.220000 sec): 3 clusters
  Score: Raw -252896.871170 + Penalty 2614.920341 = -250281.950828
  nChanged 16
		SP:Iteration 18Q (142814.280000 sec): 3 clusters
  Score: Raw -252903.095304 + Penalty 2614.920341 = -250288.174962
  nChanged 15
		SP:Iteration 19Q (142814.340000 sec): 3 clusters
  Score: Raw -252908.433008 + Penalty 2614.920341 = -250293.512667
  nChanged 13
		SP:Iteration 20F (142814.400000 sec): 3 clusters
  Score: Raw -252912.641076 + Penalty 2614.920341 = -250297.720734
  nChanged 17
		SP:Iteration 21Q (142814.460000 sec): 3 clusters
  Score: Raw -252918.146665 + Penalty 2614.920341 = -250303.226323
  nChanged 13
		SP:Iteration 22Q (142814.520000 sec): 3 clusters
  Score: Raw -252923.538066 + Penalty 2614.920341 = -250308.617725
  nChanged 10
		SP:Iteration 23Q (142814.580000 sec): 3 clusters
  Score: Raw -252926.190846 + Penalty 2614.920341 = -250311.270505
  nChanged 7
		SP:Iteration 24Q (142814.640000 sec): 3 clusters
  Score: Raw -252928.171327 + Penalty 2614.920341 = -250313.250986
  nChanged 7
		SP:Iteration 25Q (142814.700000 sec): 3 clusters
  Score: Raw -252930.589164 + Penalty 2614.920341 = -250315.668823
  nChanged 5
		SP:Iteration 26Q (142814.760000 sec): 3 clusters
  Score: Raw -252932.046529 + Penalty 2614.920341 = -250317.126188
  nChanged 8
		SP:Iteration 27Q (142814.820000 sec): 3 clusters
  Score: Raw -252935.326232 + Penalty 2614.920341 = -250320.405891
  nChanged 7
		SP:Iteration 28Q (142814.880000 sec): 3 clusters
  Score: Raw -252938.392628 + Penalty 2614.920341 = -250323.472287
  nChanged 9
		SP:Iteration 29Q (142814.940000 sec): 3 clusters
  Score: Raw -252942.483147 + Penalty 2614.920341 = -250327.562806
  nChanged 10
		SP:Iteration 30Q (142815.000000 sec): 3 clusters
  Score: Raw -252946.398857 + Penalty 2614.920341 = -250331.478516
  nChanged 9
		SP:Iteration 31Q (142815.060000 sec): 3 clusters
  Score: Raw -252949.195242 + Penalty 2614.920341 = -250334.274901
  nChanged 7
		SP:Iteration 32Q (142815.120000 sec): 3 clusters
  Score: Raw -252952.299240 + Penalty 2614.920341 = -250337.378899
  nChanged 14
		SP:Iteration 33Q (142815.180000 sec): 3 clusters
  Score: Raw -252958.806403 + Penalty 2614.920341 = -250343.886062
  nChanged 9
		SP:Iteration 34Q (142815.240000 sec): 3 clusters
  Score: Raw -252962.523419 + Penalty 2614.920341 = -250347.603077
  nChanged 9
		SP:Iteration 35Q (142815.300000 sec): 3 clusters
  Score: Raw -252965.854203 + Penalty 2614.920341 = -250350.933862
  nChanged 11
		SP:Iteration 36Q (142815.360000 sec): 3 clusters
  Score: Raw -252970.530960 + Penalty 2614.920341 = -250355.610619
  nChanged 8
		SP:Iteration 37Q (142815.420000 sec): 3 clusters
  Score: Raw -252974.462409 + Penalty 2614.920341 = -250359.542068
  nChanged 9
		SP:Iteration 38Q (142815.480000 sec): 3 clusters
  Score: Raw -252978.394557 + Penalty 2614.920341 = -250363.474215
  nChanged 13
		SP:Iteration 39Q (142815.540000 sec): 3 clusters
  Score: Raw -252984.126607 + Penalty 2614.920341 = -250369.206265
  nChanged 8
		SP:Iteration 40F (142815.600000 sec): 3 clusters
  Score: Raw -252988.937241 + Penalty 2614.920341 = -250374.016900
  nChanged 9
		SP:Iteration 41Q (142815.660000 sec): 3 clusters
  Score: Raw -252994.682770 + Penalty 2614.920341 = -250379.762429
  nChanged 12
		SP:Iteration 42Q (142815.720000 sec): 3 clusters
  Score: Raw -253001.034958 + Penalty 2614.920341 = -250386.114617
  nChanged 14
		SP:Iteration 43Q (142815.780000 sec): 3 clusters
  Score: Raw -253005.366897 + Penalty 2614.920341 = -250390.446556
  nChanged 8
		SP:Iteration 44Q (142815.840000 sec): 3 clusters
  Score: Raw -253007.998485 + Penalty 2614.920341 = -250393.078143
  nChanged 12
		SP:Iteration 45Q (142816.020000 sec): 3 clusters
  Score: Raw -253012.097321 + Penalty 2614.920341 = -250397.176980
  nChanged 5
		SP:Iteration 46Q (142816.190000 sec): 3 clusters
  Score: Raw -253013.628020 + Penalty 2614.920341 = -250398.707679
  nChanged 4
		SP:Iteration 47Q (142816.370000 sec): 3 clusters
  Score: Raw -253014.334611 + Penalty 2614.920341 = -250399.414270
  nChanged 1
		SP:Iteration 48Q (142816.540000 sec): 3 clusters
  Score: Raw -253014.490253 + Penalty 2614.920341 = -250399.569912
  nChanged 0
		SP:Iteration 49F (142816.720000 sec): 3 clusters
  Score: Raw -253014.490253 + Penalty 2614.920341 = -250399.569912
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (3393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142816.830000 sec): 2 clusters
  Score: Raw -275393.946417 + Penalty 1321.038837 = -274072.907580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142817.010000 sec): 3 clusters
  Score: Raw -273712.467941 + Penalty 2642.077674 = -271070.390268
  nChanged 1302
		SP:Iteration 1F (142817.180000 sec): 3 clusters
  Score: Raw -274564.191238 + Penalty 2642.077674 = -271922.113564
  nChanged 311
		SP:Iteration 2F (142817.360000 sec): 3 clusters
  Score: Raw -274793.620831 + Penalty 2642.077674 = -272151.543157
  nChanged 223
		SP:Iteration 3F (142817.540000 sec): 3 clusters
  Score: Raw -274971.773219 + Penalty 2642.077674 = -272329.695545
  nChanged 192
		SP:Iteration 4F (142817.710000 sec): 3 clusters
  Score: Raw -275114.002741 + Penalty 2642.077674 = -272471.925067
  nChanged 155
		SP:Iteration 5Q (142817.890000 sec): 3 clusters
  Score: Raw -275233.271926 + Penalty 2642.077674 = -272591.194252
  nChanged 132
		SP:Iteration 6Q (142818.060000 sec): 3 clusters
  Score: Raw -275356.886494 + Penalty 2642.077674 = -272714.808820
  nChanged 109
		SP:Iteration 7Q (142818.240000 sec): 3 clusters
  Score: Raw -275439.449537 + Penalty 2642.077674 = -272797.371864
  nChanged 100
		SP:Iteration 8Q (142818.410000 sec): 3 clusters
  Score: Raw -275511.657950 + Penalty 2642.077674 = -272869.580276
  nChanged 89
		SP:Iteration 9Q (142818.590000 sec): 3 clusters
  Score: Raw -275568.633275 + Penalty 2642.077674 = -272926.555601
  nChanged 75
		SP:Iteration 10Q (142818.760000 sec): 3 clusters
  Score: Raw -275611.993576 + Penalty 2642.077674 = -272969.915902
  nChanged 58
		SP:Iteration 11Q (142818.940000 sec): 3 clusters
  Score: Raw -275647.687807 + Penalty 2642.077674 = -273005.610133
  nChanged 50
		SP:Iteration 12Q (142819.120000 sec): 3 clusters
  Score: Raw -275674.336509 + Penalty 2642.077674 = -273032.258835
  nChanged 44
		SP:Iteration 13Q (142819.290000 sec): 3 clusters
  Score: Raw -275696.641911 + Penalty 2642.077674 = -273054.564238
  nChanged 41
		SP:Iteration 14Q (142819.470000 sec): 3 clusters
  Score: Raw -275720.627007 + Penalty 2642.077674 = -273078.549333
  nChanged 41
		SP:Iteration 15Q (142819.640000 sec): 3 clusters
  Score: Raw -275741.171329 + Penalty 2642.077674 = -273099.093656
  nChanged 26
		SP:Iteration 16Q (142819.820000 sec): 3 clusters
  Score: Raw -275753.335931 + Penalty 2642.077674 = -273111.258258
  nChanged 26
		SP:Iteration 17Q (142820.000000 sec): 3 clusters
  Score: Raw -275761.966154 + Penalty 2642.077674 = -273119.888480
  nChanged 18
		SP:Iteration 18Q (142820.170000 sec): 3 clusters
  Score: Raw -275768.899437 + Penalty 2642.077674 = -273126.821763
  nChanged 23
		SP:Iteration 19Q (142820.350000 sec): 3 clusters
  Score: Raw -275778.968393 + Penalty 2642.077674 = -273136.890719
  nChanged 22
		SP:Iteration 20F (142820.520000 sec): 3 clusters
  Score: Raw -275792.360518 + Penalty 2642.077674 = -273150.282844
  nChanged 32
		SP:Iteration 21Q (142820.700000 sec): 3 clusters
  Score: Raw -275810.646341 + Penalty 2642.077674 = -273168.568667
  nChanged 42
		SP:Iteration 22Q (142820.880000 sec): 3 clusters
  Score: Raw -275833.687482 + Penalty 2642.077674 = -273191.609809
  nChanged 34
		SP:Iteration 23Q (142821.050000 sec): 3 clusters
  Score: Raw -275848.511839 + Penalty 2642.077674 = -273206.434166
  nChanged 29
		SP:Iteration 24Q (142821.230000 sec): 3 clusters
  Score: Raw -275863.741686 + Penalty 2642.077674 = -273221.664013
  nChanged 30
		SP:Iteration 25Q (142821.400000 sec): 3 clusters
  Score: Raw -275880.766291 + Penalty 2642.077674 = -273238.688618
  nChanged 30
		SP:Iteration 26Q (142821.580000 sec): 3 clusters
  Score: Raw -275899.646601 + Penalty 2642.077674 = -273257.568928
  nChanged 37
		SP:Iteration 27Q (142821.760000 sec): 3 clusters
  Score: Raw -275925.502593 + Penalty 2642.077674 = -273283.424919
  nChanged 34
		SP:Iteration 28Q (142821.930000 sec): 3 clusters
  Score: Raw -275949.599633 + Penalty 2642.077674 = -273307.521960
  nChanged 34
		SP:Iteration 29Q (142822.110000 sec): 3 clusters
  Score: Raw -275972.978499 + Penalty 2642.077674 = -273330.900825
  nChanged 31
		SP:Iteration 30Q (142822.280000 sec): 3 clusters
  Score: Raw -275993.472131 + Penalty 2642.077674 = -273351.394457
  nChanged 33
		SP:Iteration 31Q (142822.460000 sec): 3 clusters
  Score: Raw -276010.810902 + Penalty 2642.077674 = -273368.733228
  nChanged 32
		SP:Iteration 32Q (142822.640000 sec): 3 clusters
  Score: Raw -276029.091529 + Penalty 2642.077674 = -273387.013855
  nChanged 32
		SP:Iteration 33Q (142822.810000 sec): 3 clusters
  Score: Raw -276043.940364 + Penalty 2642.077674 = -273401.862691
  nChanged 28
		SP:Iteration 34Q (142822.990000 sec): 3 clusters
  Score: Raw -276056.572108 + Penalty 2642.077674 = -273414.494434
  nChanged 21
		SP:Iteration 35Q (142823.160000 sec): 3 clusters
  Score: Raw -276066.060914 + Penalty 2642.077674 = -273423.983240
  nChanged 24
		SP:Iteration 36Q (142823.340000 sec): 3 clusters
  Score: Raw -276075.906805 + Penalty 2642.077674 = -273433.829132
  nChanged 19
		SP:Iteration 37Q (142823.520000 sec): 3 clusters
  Score: Raw -276083.580509 + Penalty 2642.077674 = -273441.502836
  nChanged 16
		SP:Iteration 38Q (142823.690000 sec): 3 clusters
  Score: Raw -276091.228321 + Penalty 2642.077674 = -273449.150647
  nChanged 18
		SP:Iteration 39Q (142823.870000 sec): 3 clusters
  Score: Raw -276099.715663 + Penalty 2642.077674 = -273457.637989
  nChanged 19
		SP:Iteration 40F (142824.040000 sec): 3 clusters
  Score: Raw -276107.979289 + Penalty 2642.077674 = -273465.901615
  nChanged 18
		SP:Iteration 41Q (142824.220000 sec): 3 clusters
  Score: Raw -276115.985315 + Penalty 2642.077674 = -273473.907642
  nChanged 13
		SP:Iteration 42Q (142824.390000 sec): 3 clusters
  Score: Raw -276123.640269 + Penalty 2642.077674 = -273481.562596
  nChanged 14
		SP:Iteration 43Q (142824.560000 sec): 3 clusters
  Score: Raw -276130.931424 + Penalty 2642.077674 = -273488.853750
  nChanged 15
		SP:Iteration 44Q (142824.740000 sec): 3 clusters
  Score: Raw -276137.390379 + Penalty 2642.077674 = -273495.312706
  nChanged 8
		SP:Iteration 45Q (142824.920000 sec): 3 clusters
  Score: Raw -276140.130823 + Penalty 2642.077674 = -273498.053150
  nChanged 5
		SP:Iteration 46Q (142825.090000 sec): 3 clusters
  Score: Raw -276141.482465 + Penalty 2642.077674 = -273499.404791
  nChanged 2
		SP:Iteration 47Q (142825.270000 sec): 3 clusters
  Score: Raw -276141.981767 + Penalty 2642.077674 = -273499.904093
  nChanged 2
		SP:Iteration 48Q (142825.440000 sec): 3 clusters
  Score: Raw -276143.648497 + Penalty 2642.077674 = -273501.570823
  nChanged 7
		SP:Iteration 49Q (142825.620000 sec): 3 clusters
  Score: Raw -276147.766424 + Penalty 2642.077674 = -273505.688750
  nChanged 6
		SP:Iteration 50Q (142825.780000 sec): 3 clusters
  Score: Raw -276150.884660 + Penalty 2642.077674 = -273508.806986
  nChanged 10
		SP:Iteration 51Q (142825.940000 sec): 3 clusters
  Score: Raw -276153.959365 + Penalty 2642.077674 = -273511.881692
  nChanged 4
		SP:Iteration 52Q (142826.110000 sec): 3 clusters
  Score: Raw -276155.451491 + Penalty 2642.077674 = -273513.373818
  nChanged 2
		SP:Iteration 53Q (142826.290000 sec): 3 clusters
  Score: Raw -276156.097881 + Penalty 2642.077674 = -273514.020208
  nChanged 1
		SP:Iteration 54Q (142826.460000 sec): 3 clusters
  Score: Raw -276156.311238 + Penalty 2642.077674 = -273514.233564
  nChanged 1
		SP:Iteration 55Q (142826.620000 sec): 3 clusters
  Score: Raw -276156.779698 + Penalty 2642.077674 = -273514.702024
  nChanged 2
		SP:Iteration 56Q (142826.780000 sec): 3 clusters
  Score: Raw -276157.433299 + Penalty 2642.077674 = -273515.355626
  nChanged 1
		SP:Iteration 57Q (142826.940000 sec): 3 clusters
  Score: Raw -276157.546783 + Penalty 2642.077674 = -273515.469110
  nChanged 2
		SP:Iteration 58Q (142827.100000 sec): 3 clusters
  Score: Raw -276158.188149 + Penalty 2642.077674 = -273516.110475
  nChanged 0
		SP:Iteration 59F (142827.260000 sec): 3 clusters
  Score: Raw -276158.188149 + Penalty 2642.077674 = -273516.110475
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (3909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142827.360000 sec): 2 clusters
  Score: Raw -303155.475607 + Penalty 1344.043491 = -301811.432116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142827.520000 sec): 3 clusters
  Score: Raw -301241.490396 + Penalty 2688.086981 = -298553.403414
  nChanged 1573
		SP:Iteration 1F (142827.680000 sec): 3 clusters
  Score: Raw -302475.437436 + Penalty 2688.086981 = -299787.350455
  nChanged 368
		SP:Iteration 2F (142827.840000 sec): 3 clusters
  Score: Raw -302803.683214 + Penalty 2688.086981 = -300115.596233
  nChanged 250
		SP:Iteration 3F (142828.000000 sec): 3 clusters
  Score: Raw -303014.406847 + Penalty 2688.086981 = -300326.319866
  nChanged 188
		SP:Iteration 4Q (142828.160000 sec): 3 clusters
  Score: Raw -303163.531500 + Penalty 2688.086981 = -300475.444518
  nChanged 167
		SP:Iteration 5Q (142828.320000 sec): 3 clusters
  Score: Raw -303302.119842 + Penalty 2688.086981 = -300614.032861
  nChanged 141
		SP:Iteration 6Q (142828.480000 sec): 3 clusters
  Score: Raw -303390.532643 + Penalty 2688.086981 = -300702.445662
  nChanged 99
		SP:Iteration 7Q (142828.650000 sec): 3 clusters
  Score: Raw -303455.178905 + Penalty 2688.086981 = -300767.091923
  nChanged 87
		SP:Iteration 8Q (142828.820000 sec): 3 clusters
  Score: Raw -303513.611226 + Penalty 2688.086981 = -300825.524244
  nChanged 79
		SP:Iteration 9Q (142829.000000 sec): 3 clusters
  Score: Raw -303561.480090 + Penalty 2688.086981 = -300873.393109
  nChanged 73
		SP:Iteration 10Q (142829.070000 sec): 3 clusters
  Score: Raw -303606.170539 + Penalty 2688.086981 = -300918.083558
  nChanged 77
		SP:Iteration 11Q (142829.140000 sec): 3 clusters
  Score: Raw -303653.334864 + Penalty 2688.086981 = -300965.247883
  nChanged 77
		SP:Iteration 12Q (142829.220000 sec): 3 clusters
  Score: Raw -303698.266547 + Penalty 2688.086981 = -301010.179566
  nChanged 70
		SP:Iteration 13Q (142829.290000 sec): 3 clusters
  Score: Raw -303741.754738 + Penalty 2688.086981 = -301053.667757
  nChanged 59
		SP:Iteration 14Q (142829.360000 sec): 3 clusters
  Score: Raw -303773.007203 + Penalty 2688.086981 = -301084.920221
  nChanged 50
		SP:Iteration 15Q (142829.430000 sec): 3 clusters
  Score: Raw -303797.815383 + Penalty 2688.086981 = -301109.728402
  nChanged 54
		SP:Iteration 16Q (142829.500000 sec): 3 clusters
  Score: Raw -303826.355186 + Penalty 2688.086981 = -301138.268205
  nChanged 68
		SP:Iteration 17Q (142829.570000 sec): 3 clusters
  Score: Raw -303861.846213 + Penalty 2688.086981 = -301173.759231
  nChanged 50
		SP:Iteration 18Q (142829.650000 sec): 3 clusters
  Score: Raw -303888.995049 + Penalty 2688.086981 = -301200.908068
  nChanged 48
		SP:Iteration 19Q (142829.720000 sec): 3 clusters
  Score: Raw -303916.147474 + Penalty 2688.086981 = -301228.060492
  nChanged 44
		SP:Iteration 20F (142829.790000 sec): 3 clusters
  Score: Raw -303935.193768 + Penalty 2688.086981 = -301247.106786
  nChanged 31
		SP:Iteration 21Q (142829.860000 sec): 3 clusters
  Score: Raw -303946.475483 + Penalty 2688.086981 = -301258.388501
  nChanged 26
		SP:Iteration 22Q (142829.930000 sec): 3 clusters
  Score: Raw -303955.310588 + Penalty 2688.086981 = -301267.223607
  nChanged 13
		SP:Iteration 23Q (142830.000000 sec): 3 clusters
  Score: Raw -303959.868106 + Penalty 2688.086981 = -301271.781124
  nChanged 17
		SP:Iteration 24Q (142830.070000 sec): 3 clusters
  Score: Raw -303965.832700 + Penalty 2688.086981 = -301277.745718
  nChanged 20
		SP:Iteration 25Q (142830.150000 sec): 3 clusters
  Score: Raw -303972.065098 + Penalty 2688.086981 = -301283.978117
  nChanged 7
		SP:Iteration 26Q (142830.220000 sec): 3 clusters
  Score: Raw -303975.503334 + Penalty 2688.086981 = -301287.416352
  nChanged 10
		SP:Iteration 27Q (142830.290000 sec): 3 clusters
  Score: Raw -303978.112506 + Penalty 2688.086981 = -301290.025525
  nChanged 4
		SP:Iteration 28Q (142830.360000 sec): 3 clusters
  Score: Raw -303979.040196 + Penalty 2688.086981 = -301290.953214
  nChanged 3
		SP:Iteration 29Q (142830.430000 sec): 3 clusters
  Score: Raw -303979.689228 + Penalty 2688.086981 = -301291.602247
  nChanged 3
		SP:Iteration 30Q (142830.500000 sec): 3 clusters
  Score: Raw -303980.860897 + Penalty 2688.086981 = -301292.773915
  nChanged 6
		SP:Iteration 31Q (142830.570000 sec): 3 clusters
  Score: Raw -303983.658961 + Penalty 2688.086981 = -301295.571980
  nChanged 6
		SP:Iteration 32Q (142830.650000 sec): 3 clusters
  Score: Raw -303985.198118 + Penalty 2688.086981 = -301297.111137
  nChanged 3
		SP:Iteration 33Q (142830.720000 sec): 3 clusters
  Score: Raw -303985.969147 + Penalty 2688.086981 = -301297.882166
  nChanged 3
		SP:Iteration 34Q (142830.790000 sec): 3 clusters
  Score: Raw -303986.590161 + Penalty 2688.086981 = -301298.503179
  nChanged 3
		SP:Iteration 35Q (142830.860000 sec): 3 clusters
  Score: Raw -303987.268362 + Penalty 2688.086981 = -301299.181381
  nChanged 2
		SP:Iteration 36Q (142830.930000 sec): 3 clusters
  Score: Raw -303987.569911 + Penalty 2688.086981 = -301299.482930
  nChanged 0
		SP:Iteration 37F (142831.000000 sec): 3 clusters
  Score: Raw -303987.569911 + Penalty 2688.086981 = -301299.482930
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (6681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142831.090000 sec): 2 clusters
  Score: Raw -570275.642309 + Penalty 1431.141230 = -568844.501079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142831.230000 sec): 3 clusters
  Score: Raw -566640.002760 + Penalty 2862.282461 = -563777.720299
  nChanged 2818
		SP:Iteration 1F (142831.430000 sec): 3 clusters
  Score: Raw -568271.754356 + Penalty 2862.282461 = -565409.471895
  nChanged 526
		SP:Iteration 2F (142831.630000 sec): 3 clusters
  Score: Raw -568610.573050 + Penalty 2862.282461 = -565748.290589
  nChanged 445
		SP:Iteration 3F (142831.840000 sec): 3 clusters
  Score: Raw -568863.565234 + Penalty 2862.282461 = -566001.282773
  nChanged 369
		SP:Iteration 4F (142832.050000 sec): 3 clusters
  Score: Raw -569051.365379 + Penalty 2862.282461 = -566189.082919
  nChanged 299
		SP:Iteration 5Q (142832.250000 sec): 3 clusters
  Score: Raw -569216.438227 + Penalty 2862.282461 = -566354.155766
  nChanged 270
		SP:Iteration 6Q (142832.460000 sec): 3 clusters
  Score: Raw -569363.904940 + Penalty 2862.282461 = -566501.622480
  nChanged 241
		SP:Iteration 7Q (142832.670000 sec): 3 clusters
  Score: Raw -569493.626640 + Penalty 2862.282461 = -566631.344180
  nChanged 232
		SP:Iteration 8Q (142832.870000 sec): 3 clusters
  Score: Raw -569616.739285 + Penalty 2862.282461 = -566754.456825
  nChanged 212
		SP:Iteration 9Q (142833.080000 sec): 3 clusters
  Score: Raw -569719.895643 + Penalty 2862.282461 = -566857.613182
  nChanged 182
		SP:Iteration 10Q (142833.290000 sec): 3 clusters
  Score: Raw -569800.475540 + Penalty 2862.282461 = -566938.193079
  nChanged 151
		SP:Iteration 11Q (142833.500000 sec): 3 clusters
  Score: Raw -569861.415296 + Penalty 2862.282461 = -566999.132836
  nChanged 142
		SP:Iteration 12Q (142833.700000 sec): 3 clusters
  Score: Raw -569908.680768 + Penalty 2862.282461 = -567046.398308
  nChanged 98
		SP:Iteration 13Q (142833.910000 sec): 3 clusters
  Score: Raw -569945.068081 + Penalty 2862.282461 = -567082.785621
  nChanged 92
		SP:Iteration 14Q (142834.120000 sec): 3 clusters
  Score: Raw -569973.937758 + Penalty 2862.282461 = -567111.655298
  nChanged 79
		SP:Iteration 15Q (142834.320000 sec): 3 clusters
  Score: Raw -569994.078850 + Penalty 2862.282461 = -567131.796390
  nChanged 59
		SP:Iteration 16Q (142834.530000 sec): 3 clusters
  Score: Raw -570010.374859 + Penalty 2862.282461 = -567148.092399
  nChanged 58
		SP:Iteration 17Q (142834.740000 sec): 3 clusters
  Score: Raw -570028.760838 + Penalty 2862.282461 = -567166.478377
  nChanged 53
		SP:Iteration 18Q (142834.950000 sec): 3 clusters
  Score: Raw -570042.090225 + Penalty 2862.282461 = -567179.807765
  nChanged 55
		SP:Iteration 19Q (142835.130000 sec): 3 clusters
  Score: Raw -570058.867062 + Penalty 2862.282461 = -567196.584602
  nChanged 46
		SP:Iteration 20F (142835.240000 sec): 3 clusters
  Score: Raw -570072.294410 + Penalty 2862.282461 = -567210.011949
  nChanged 57
		SP:Iteration 21Q (142835.340000 sec): 3 clusters
  Score: Raw -570089.068582 + Penalty 2862.282461 = -567226.786121
  nChanged 67
		SP:Iteration 22Q (142835.450000 sec): 3 clusters
  Score: Raw -570110.982993 + Penalty 2862.282461 = -567248.700532
  nChanged 57
		SP:Iteration 23Q (142835.550000 sec): 3 clusters
  Score: Raw -570124.595582 + Penalty 2862.282461 = -567262.313121
  nChanged 45
		SP:Iteration 24Q (142835.650000 sec): 3 clusters
  Score: Raw -570135.636948 + Penalty 2862.282461 = -567273.354487
  nChanged 41
		SP:Iteration 25Q (142835.850000 sec): 3 clusters
  Score: Raw -570148.436896 + Penalty 2862.282461 = -567286.154436
  nChanged 53
		SP:Iteration 26Q (142836.050000 sec): 3 clusters
  Score: Raw -570164.018141 + Penalty 2862.282461 = -567301.735681
  nChanged 49
		SP:Iteration 27Q (142836.270000 sec): 3 clusters
  Score: Raw -570177.129712 + Penalty 2862.282461 = -567314.847251
  nChanged 44
		SP:Iteration 28Q (142836.480000 sec): 3 clusters
  Score: Raw -570189.454379 + Penalty 2862.282461 = -567327.171919
  nChanged 45
		SP:Iteration 29Q (142836.630000 sec): 3 clusters
  Score: Raw -570199.818717 + Penalty 2862.282461 = -567337.536256
  nChanged 35
		SP:Iteration 30Q (142836.730000 sec): 3 clusters
  Score: Raw -570206.998542 + Penalty 2862.282461 = -567344.716081
  nChanged 29
		SP:Iteration 31Q (142836.840000 sec): 3 clusters
  Score: Raw -570214.054562 + Penalty 2862.282461 = -567351.772101
  nChanged 27
		SP:Iteration 32Q (142837.060000 sec): 3 clusters
  Score: Raw -570219.671416 + Penalty 2862.282461 = -567357.388955
  nChanged 24
		SP:Iteration 33Q (142837.220000 sec): 3 clusters
  Score: Raw -570225.923110 + Penalty 2862.282461 = -567363.640650
  nChanged 26
		SP:Iteration 34Q (142837.420000 sec): 3 clusters
  Score: Raw -570230.775878 + Penalty 2862.282461 = -567368.493417
  nChanged 20
		SP:Iteration 35Q (142837.530000 sec): 3 clusters
  Score: Raw -570234.615819 + Penalty 2862.282461 = -567372.333359
  nChanged 21
		SP:Iteration 36Q (142837.630000 sec): 3 clusters
  Score: Raw -570239.151931 + Penalty 2862.282461 = -567376.869470
  nChanged 20
		SP:Iteration 37Q (142837.740000 sec): 3 clusters
  Score: Raw -570243.072689 + Penalty 2862.282461 = -567380.790228
  nChanged 21
		SP:Iteration 38Q (142837.840000 sec): 3 clusters
  Score: Raw -570247.261013 + Penalty 2862.282461 = -567384.978553
  nChanged 31
		SP:Iteration 39Q (142837.940000 sec): 3 clusters
  Score: Raw -570254.097439 + Penalty 2862.282461 = -567391.814978
  nChanged 24
		SP:Iteration 40F (142838.040000 sec): 3 clusters
  Score: Raw -570259.286944 + Penalty 2862.282461 = -567397.004483
  nChanged 25
		SP:Iteration 41Q (142838.150000 sec): 3 clusters
  Score: Raw -570264.200184 + Penalty 2862.282461 = -567401.917724
  nChanged 26
		SP:Iteration 42Q (142838.250000 sec): 3 clusters
  Score: Raw -570271.264334 + Penalty 2862.282461 = -567408.981874
  nChanged 33
		SP:Iteration 43Q (142838.350000 sec): 3 clusters
  Score: Raw -570279.859054 + Penalty 2862.282461 = -567417.576593
  nChanged 33
		SP:Iteration 44Q (142838.540000 sec): 3 clusters
  Score: Raw -570287.682546 + Penalty 2862.282461 = -567425.400085
  nChanged 28
		SP:Iteration 45Q (142838.750000 sec): 3 clusters
  Score: Raw -570295.432452 + Penalty 2862.282461 = -567433.149991
  nChanged 27
		SP:Iteration 46Q (142838.920000 sec): 3 clusters
  Score: Raw -570301.322791 + Penalty 2862.282461 = -567439.040331
  nChanged 27
		SP:Iteration 47Q (142839.120000 sec): 3 clusters
  Score: Raw -570307.876243 + Penalty 2862.282461 = -567445.593782
  nChanged 32
		SP:Iteration 48Q (142839.330000 sec): 3 clusters
  Score: Raw -570313.887305 + Penalty 2862.282461 = -567451.604845
  nChanged 27
		SP:Iteration 49Q (142839.540000 sec): 3 clusters
  Score: Raw -570318.829775 + Penalty 2862.282461 = -567456.547314
  nChanged 24
		SP:Iteration 50Q (142839.740000 sec): 3 clusters
  Score: Raw -570324.916794 + Penalty 2862.282461 = -567462.634334
  nChanged 23
		SP:Iteration 51Q (142839.950000 sec): 3 clusters
  Score: Raw -570329.405864 + Penalty 2862.282461 = -567467.123403
  nChanged 19
		SP:Iteration 52Q (142840.160000 sec): 3 clusters
  Score: Raw -570333.058515 + Penalty 2862.282461 = -567470.776055
  nChanged 24
		SP:Iteration 53Q (142840.340000 sec): 3 clusters
  Score: Raw -570338.350888 + Penalty 2862.282461 = -567476.068428
  nChanged 25
		SP:Iteration 54Q (142840.530000 sec): 3 clusters
  Score: Raw -570344.202215 + Penalty 2862.282461 = -567481.919755
  nChanged 24
		SP:Iteration 55Q (142840.640000 sec): 3 clusters
  Score: Raw -570348.793892 + Penalty 2862.282461 = -567486.511431
  nChanged 23
		SP:Iteration 56Q (142840.740000 sec): 3 clusters
  Score: Raw -570352.440701 + Penalty 2862.282461 = -567490.158240
  nChanged 13
		SP:Iteration 57Q (142840.840000 sec): 3 clusters
  Score: Raw -570354.592225 + Penalty 2862.282461 = -567492.309764
  nChanged 7
		SP:Iteration 58Q (142840.950000 sec): 3 clusters
  Score: Raw -570355.706884 + Penalty 2862.282461 = -567493.424424
  nChanged 8
		SP:Iteration 59Q (142841.050000 sec): 3 clusters
  Score: Raw -570357.662693 + Penalty 2862.282461 = -567495.380232
  nChanged 15
		SP:Iteration 60F (142841.240000 sec): 3 clusters
  Score: Raw -570361.436459 + Penalty 2862.282461 = -567499.153998
  nChanged 8
		SP:Iteration 61Q (142841.450000 sec): 3 clusters
  Score: Raw -570362.720179 + Penalty 2862.282461 = -567500.437718
  nChanged 9
		SP:Iteration 62Q (142841.660000 sec): 3 clusters
  Score: Raw -570364.498363 + Penalty 2862.282461 = -567502.215903
  nChanged 10
		SP:Iteration 63Q (142841.860000 sec): 3 clusters
  Score: Raw -570366.575996 + Penalty 2862.282461 = -567504.293535
  nChanged 13
		SP:Iteration 64Q (142842.070000 sec): 3 clusters
  Score: Raw -570369.376205 + Penalty 2862.282461 = -567507.093744
  nChanged 12
		SP:Iteration 65Q (142842.280000 sec): 3 clusters
  Score: Raw -570371.253902 + Penalty 2862.282461 = -567508.971442
  nChanged 13
		SP:Iteration 66Q (142842.480000 sec): 3 clusters
  Score: Raw -570373.042873 + Penalty 2862.282461 = -567510.760412
  nChanged 11
		SP:Iteration 67Q (142842.690000 sec): 3 clusters
  Score: Raw -570374.583628 + Penalty 2862.282461 = -567512.301167
  nChanged 12
		SP:Iteration 68Q (142842.800000 sec): 3 clusters
  Score: Raw -570376.470602 + Penalty 2862.282461 = -567514.188141
  nChanged 14
		SP:Iteration 69Q (142842.980000 sec): 3 clusters
  Score: Raw -570379.253456 + Penalty 2862.282461 = -567516.970995
  nChanged 17
		SP:Iteration 70Q (142843.190000 sec): 3 clusters
  Score: Raw -570383.070489 + Penalty 2862.282461 = -567520.788028
  nChanged 14
		SP:Iteration 71Q (142843.370000 sec): 3 clusters
  Score: Raw -570386.100934 + Penalty 2862.282461 = -567523.818473
  nChanged 13
		SP:Iteration 72Q (142843.560000 sec): 3 clusters
  Score: Raw -570388.004474 + Penalty 2862.282461 = -567525.722013
  nChanged 12
		SP:Iteration 73Q (142843.670000 sec): 3 clusters
  Score: Raw -570389.962218 + Penalty 2862.282461 = -567527.679757
  nChanged 8
		SP:Iteration 74Q (142843.770000 sec): 3 clusters
  Score: Raw -570391.805630 + Penalty 2862.282461 = -567529.523170
  nChanged 9
		SP:Iteration 75Q (142843.870000 sec): 3 clusters
  Score: Raw -570393.751652 + Penalty 2862.282461 = -567531.469192
  nChanged 13
		SP:Iteration 76Q (142843.970000 sec): 3 clusters
  Score: Raw -570395.839261 + Penalty 2862.282461 = -567533.556801
  nChanged 8
		SP:Iteration 77Q (142844.080000 sec): 3 clusters
  Score: Raw -570396.850811 + Penalty 2862.282461 = -567534.568350
  nChanged 8
		SP:Iteration 78Q (142844.180000 sec): 3 clusters
  Score: Raw -570398.006400 + Penalty 2862.282461 = -567535.723940
  nChanged 9
		SP:Iteration 79Q (142844.280000 sec): 3 clusters
  Score: Raw -570399.097989 + Penalty 2862.282461 = -567536.815528
  nChanged 4
		SP:Iteration 80F (142844.380000 sec): 3 clusters
  Score: Raw -570399.653584 + Penalty 2862.282461 = -567537.371124
  nChanged 3
		SP:Iteration 81Q (142844.480000 sec): 3 clusters
  Score: Raw -570399.880338 + Penalty 2862.282461 = -567537.597877
  nChanged 6
		SP:Iteration 82Q (142844.580000 sec): 3 clusters
  Score: Raw -570400.844614 + Penalty 2862.282461 = -567538.562154
  nChanged 9
		SP:Iteration 83Q (142844.690000 sec): 3 clusters
  Score: Raw -570402.473690 + Penalty 2862.282461 = -567540.191230
  nChanged 9
		SP:Iteration 84Q (142844.880000 sec): 3 clusters
  Score: Raw -570404.611330 + Penalty 2862.282461 = -567542.328869
  nChanged 10
		SP:Iteration 85Q (142845.080000 sec): 3 clusters
  Score: Raw -570406.550513 + Penalty 2862.282461 = -567544.268053
  nChanged 10
		SP:Iteration 86Q (142845.250000 sec): 3 clusters
  Score: Raw -570408.965669 + Penalty 2862.282461 = -567546.683208
  nChanged 17
		SP:Iteration 87Q (142845.410000 sec): 3 clusters
  Score: Raw -570413.389835 + Penalty 2862.282461 = -567551.107374
  nChanged 18
		SP:Iteration 88Q (142845.580000 sec): 3 clusters
  Score: Raw -570416.935456 + Penalty 2862.282461 = -567554.652996
  nChanged 18
		SP:Iteration 89Q (142845.780000 sec): 3 clusters
  Score: Raw -570420.804189 + Penalty 2862.282461 = -567558.521729
  nChanged 21
		SP:Iteration 90Q (142845.940000 sec): 3 clusters
  Score: Raw -570425.369060 + Penalty 2862.282461 = -567563.086599
  nChanged 19
		SP:Iteration 91Q (142846.150000 sec): 3 clusters
  Score: Raw -570430.768390 + Penalty 2862.282461 = -567568.485930
  nChanged 25
		SP:Iteration 92Q (142846.310000 sec): 3 clusters
  Score: Raw -570437.502905 + Penalty 2862.282461 = -567575.220444
  nChanged 25
		SP:Iteration 93Q (142846.500000 sec): 3 clusters
  Score: Raw -570442.802438 + Penalty 2862.282461 = -567580.519977
  nChanged 14
		SP:Iteration 94Q (142846.610000 sec): 3 clusters
  Score: Raw -570446.120663 + Penalty 2862.282461 = -567583.838202
  nChanged 13
		SP:Iteration 95Q (142846.710000 sec): 3 clusters
  Score: Raw -570448.889485 + Penalty 2862.282461 = -567586.607024
  nChanged 16
		SP:Iteration 96Q (142846.820000 sec): 3 clusters
  Score: Raw -570453.286115 + Penalty 2862.282461 = -567591.003655
  nChanged 19
		SP:Iteration 97Q (142846.920000 sec): 3 clusters
  Score: Raw -570458.272324 + Penalty 2862.282461 = -567595.989864
  nChanged 19
		SP:Iteration 98Q (142847.020000 sec): 3 clusters
  Score: Raw -570463.240374 + Penalty 2862.282461 = -567600.957913
  nChanged 23
		SP:Iteration 99Q (142847.120000 sec): 3 clusters
  Score: Raw -570468.708386 + Penalty 2862.282461 = -567606.425925
  nChanged 19
		SP:Iteration 100F (142847.220000 sec): 3 clusters
  Score: Raw -570472.822716 + Penalty 2862.282461 = -567610.540255
  nChanged 25
		SP:Iteration 101Q (142847.320000 sec): 3 clusters
  Score: Raw -570480.701382 + Penalty 2862.282461 = -567618.418921
  nChanged 32
		SP:Iteration 102Q (142847.420000 sec): 3 clusters
  Score: Raw -570489.100638 + Penalty 2862.282461 = -567626.818177
  nChanged 30
		SP:Iteration 103Q (142847.530000 sec): 3 clusters
  Score: Raw -570497.063404 + Penalty 2862.282461 = -567634.780944
  nChanged 27
		SP:Iteration 104Q (142847.630000 sec): 3 clusters
  Score: Raw -570503.447107 + Penalty 2862.282461 = -567641.164647
  nChanged 22
		SP:Iteration 105Q (142847.820000 sec): 3 clusters
  Score: Raw -570507.672367 + Penalty 2862.282461 = -567645.389907
  nChanged 17
		SP:Iteration 106Q (142847.990000 sec): 3 clusters
  Score: Raw -570511.013930 + Penalty 2862.282461 = -567648.731469
  nChanged 14
		SP:Iteration 107Q (142848.150000 sec): 3 clusters
  Score: Raw -570513.719160 + Penalty 2862.282461 = -567651.436699
  nChanged 14
		SP:Iteration 108Q (142848.310000 sec): 3 clusters
  Score: Raw -570515.994744 + Penalty 2862.282461 = -567653.712283
  nChanged 10
		SP:Iteration 109Q (142848.480000 sec): 3 clusters
  Score: Raw -570518.005211 + Penalty 2862.282461 = -567655.722751
  nChanged 11
		SP:Iteration 110Q (142848.640000 sec): 3 clusters
  Score: Raw -570520.570648 + Penalty 2862.282461 = -567658.288187
  nChanged 12
		SP:Iteration 111Q (142848.800000 sec): 3 clusters
  Score: Raw -570524.182682 + Penalty 2862.282461 = -567661.900221
  nChanged 14
		SP:Iteration 112Q (142848.960000 sec): 3 clusters
  Score: Raw -570527.469522 + Penalty 2862.282461 = -567665.187061
  nChanged 12
		SP:Iteration 113Q (142849.130000 sec): 3 clusters
  Score: Raw -570530.356831 + Penalty 2862.282461 = -567668.074370
  nChanged 16
		SP:Iteration 114Q (142849.290000 sec): 3 clusters
  Score: Raw -570533.279704 + Penalty 2862.282461 = -567670.997243
  nChanged 14
		SP:Iteration 115Q (142849.460000 sec): 3 clusters
  Score: Raw -570535.874804 + Penalty 2862.282461 = -567673.592343
  nChanged 13
		SP:Iteration 116Q (142849.620000 sec): 3 clusters
  Score: Raw -570538.100120 + Penalty 2862.282461 = -567675.817659
  nChanged 11
		SP:Iteration 117Q (142849.780000 sec): 3 clusters
  Score: Raw -570539.910343 + Penalty 2862.282461 = -567677.627882
  nChanged 7
		SP:Iteration 118Q (142849.880000 sec): 3 clusters
  Score: Raw -570540.777503 + Penalty 2862.282461 = -567678.495042
  nChanged 7
		SP:Iteration 119Q (142849.980000 sec): 3 clusters
  Score: Raw -570542.429499 + Penalty 2862.282461 = -567680.147038
  nChanged 8
		SP:Iteration 120F (142850.080000 sec): 3 clusters
  Score: Raw -570544.472525 + Penalty 2862.282461 = -567682.190064
  nChanged 6
		SP:Iteration 121Q (142850.270000 sec): 3 clusters
  Score: Raw -570545.952251 + Penalty 2862.282461 = -567683.669791
  nChanged 6
		SP:Iteration 122Q (142850.480000 sec): 3 clusters
  Score: Raw -570547.388400 + Penalty 2862.282461 = -567685.105939
  nChanged 8
		SP:Iteration 123Q (142850.660000 sec): 3 clusters
  Score: Raw -570549.197066 + Penalty 2862.282461 = -567686.914605
  nChanged 6
		SP:Iteration 124Q (142850.860000 sec): 3 clusters
  Score: Raw -570550.264491 + Penalty 2862.282461 = -567687.982030
  nChanged 7
		SP:Iteration 125Q (142851.030000 sec): 3 clusters
  Score: Raw -570551.906528 + Penalty 2862.282461 = -567689.624068
  nChanged 10
		SP:Iteration 126Q (142851.190000 sec): 3 clusters
  Score: Raw -570553.921644 + Penalty 2862.282461 = -567691.639184
  nChanged 9
		SP:Iteration 127Q (142851.400000 sec): 3 clusters
  Score: Raw -570555.652609 + Penalty 2862.282461 = -567693.370148
  nChanged 13
		SP:Iteration 128Q (142851.560000 sec): 3 clusters
  Score: Raw -570557.889689 + Penalty 2862.282461 = -567695.607228
  nChanged 11
		SP:Iteration 129Q (142851.730000 sec): 3 clusters
  Score: Raw -570560.332718 + Penalty 2862.282461 = -567698.050257
  nChanged 12
		SP:Iteration 130Q (142851.890000 sec): 3 clusters
  Score: Raw -570562.458763 + Penalty 2862.282461 = -567700.176302
  nChanged 9
		SP:Iteration 131Q (142852.050000 sec): 3 clusters
  Score: Raw -570564.286558 + Penalty 2862.282461 = -567702.004097
  nChanged 8
		SP:Iteration 132Q (142852.220000 sec): 3 clusters
  Score: Raw -570565.498535 + Penalty 2862.282461 = -567703.216074
  nChanged 11
		SP:Iteration 133Q (142852.380000 sec): 3 clusters
  Score: Raw -570567.431905 + Penalty 2862.282461 = -567705.149444
  nChanged 10
		SP:Iteration 134Q (142852.580000 sec): 3 clusters
  Score: Raw -570569.646473 + Penalty 2862.282461 = -567707.364012
  nChanged 6
		SP:Iteration 135Q (142852.750000 sec): 3 clusters
  Score: Raw -570570.518647 + Penalty 2862.282461 = -567708.236187
  nChanged 7
		SP:Iteration 136Q (142852.910000 sec): 3 clusters
  Score: Raw -570571.552736 + Penalty 2862.282461 = -567709.270275
  nChanged 9
		SP:Iteration 137Q (142853.080000 sec): 3 clusters
  Score: Raw -570573.420564 + Penalty 2862.282461 = -567711.138104
  nChanged 12
		SP:Iteration 138Q (142853.280000 sec): 3 clusters
  Score: Raw -570576.105675 + Penalty 2862.282461 = -567713.823214
  nChanged 9
		SP:Iteration 139Q (142853.440000 sec): 3 clusters
  Score: Raw -570578.703322 + Penalty 2862.282461 = -567716.420861
  nChanged 15
		SP:Iteration 140F (142853.650000 sec): 3 clusters
  Score: Raw -570582.387952 + Penalty 2862.282461 = -567720.105491
  nChanged 14
		SP:Iteration 141Q (142853.820000 sec): 3 clusters
  Score: Raw -570586.207800 + Penalty 2862.282461 = -567723.925339
  nChanged 12
		SP:Iteration 142Q (142853.980000 sec): 3 clusters
  Score: Raw -570589.327429 + Penalty 2862.282461 = -567727.044968
  nChanged 8
		SP:Iteration 143Q (142854.140000 sec): 3 clusters
  Score: Raw -570591.777108 + Penalty 2862.282461 = -567729.494647
  nChanged 9
		SP:Iteration 144Q (142854.300000 sec): 3 clusters
  Score: Raw -570594.470308 + Penalty 2862.282461 = -567732.187848
  nChanged 8
		SP:Iteration 145Q (142854.470000 sec): 3 clusters
  Score: Raw -570596.128050 + Penalty 2862.282461 = -567733.845589
  nChanged 9
		SP:Iteration 146Q (142854.680000 sec): 3 clusters
  Score: Raw -570598.060053 + Penalty 2862.282461 = -567735.777592
  nChanged 10
		SP:Iteration 147Q (142854.870000 sec): 3 clusters
  Score: Raw -570600.632836 + Penalty 2862.282461 = -567738.350375
  nChanged 11
		SP:Iteration 148Q (142855.070000 sec): 3 clusters
  Score: Raw -570603.905522 + Penalty 2862.282461 = -567741.623061
  nChanged 16
		SP:Iteration 149Q (142855.280000 sec): 3 clusters
  Score: Raw -570608.175551 + Penalty 2862.282461 = -567745.893090
  nChanged 15
		SP:Iteration 150Q (142855.440000 sec): 3 clusters
  Score: Raw -570611.560412 + Penalty 2862.282461 = -567749.277952
  nChanged 21
		SP:Iteration 151Q (142855.600000 sec): 3 clusters
  Score: Raw -570617.399191 + Penalty 2862.282461 = -567755.116731
  nChanged 17
		SP:Iteration 152Q (142855.770000 sec): 3 clusters
  Score: Raw -570621.789677 + Penalty 2862.282461 = -567759.507216
  nChanged 20
		SP:Iteration 153Q (142855.930000 sec): 3 clusters
  Score: Raw -570628.739129 + Penalty 2862.282461 = -567766.456669
  nChanged 17
		SP:Iteration 154Q (142856.090000 sec): 3 clusters
  Score: Raw -570632.456739 + Penalty 2862.282461 = -567770.174279
  nChanged 14
		SP:Iteration 155Q (142856.260000 sec): 3 clusters
  Score: Raw -570635.927533 + Penalty 2862.282461 = -567773.645072
  nChanged 12
		SP:Iteration 156Q (142856.420000 sec): 3 clusters
  Score: Raw -570639.447304 + Penalty 2862.282461 = -567777.164844
  nChanged 15
		SP:Iteration 157Q (142856.610000 sec): 3 clusters
  Score: Raw -570644.439587 + Penalty 2862.282461 = -567782.157127
  nChanged 16
		SP:Iteration 158Q (142856.720000 sec): 3 clusters
  Score: Raw -570649.740327 + Penalty 2862.282461 = -567787.457867
  nChanged 20
		SP:Iteration 159Q (142856.820000 sec): 3 clusters
  Score: Raw -570656.041717 + Penalty 2862.282461 = -567793.759256
  nChanged 18
		SP:Iteration 160F (142856.930000 sec): 3 clusters
  Score: Raw -570660.691337 + Penalty 2862.282461 = -567798.408877
  nChanged 15
		SP:Iteration 161Q (142857.120000 sec): 3 clusters
  Score: Raw -570665.010704 + Penalty 2862.282461 = -567802.728243
  nChanged 14
		SP:Iteration 162Q (142857.330000 sec): 3 clusters
  Score: Raw -570669.311770 + Penalty 2862.282461 = -567807.029309
  nChanged 14
		SP:Iteration 163Q (142857.520000 sec): 3 clusters
  Score: Raw -570673.004063 + Penalty 2862.282461 = -567810.721603
  nChanged 15
		SP:Iteration 164Q (142857.720000 sec): 3 clusters
  Score: Raw -570676.754012 + Penalty 2862.282461 = -567814.471551
  nChanged 15
		SP:Iteration 165Q (142857.830000 sec): 3 clusters
  Score: Raw -570681.593490 + Penalty 2862.282461 = -567819.311030
  nChanged 20
		SP:Iteration 166Q (142857.930000 sec): 3 clusters
  Score: Raw -570688.621716 + Penalty 2862.282461 = -567826.339255
  nChanged 23
		SP:Iteration 167Q (142858.140000 sec): 3 clusters
  Score: Raw -570697.310546 + Penalty 2862.282461 = -567835.028086
  nChanged 22
		SP:Iteration 168Q (142858.340000 sec): 3 clusters
  Score: Raw -570704.738272 + Penalty 2862.282461 = -567842.455811
  nChanged 26
		SP:Iteration 169Q (142858.510000 sec): 3 clusters
  Score: Raw -570713.250935 + Penalty 2862.282461 = -567850.968474
  nChanged 23
		SP:Iteration 170Q (142858.690000 sec): 3 clusters
  Score: Raw -570720.442814 + Penalty 2862.282461 = -567858.160354
  nChanged 25
		SP:Iteration 171Q (142858.870000 sec): 3 clusters
  Score: Raw -570728.709120 + Penalty 2862.282461 = -567866.426659
  nChanged 19
		SP:Iteration 172Q (142858.980000 sec): 3 clusters
  Score: Raw -570736.148417 + Penalty 2862.282461 = -567873.865956
  nChanged 29
		SP:Iteration 173Q (142859.080000 sec): 3 clusters
  Score: Raw -570746.168430 + Penalty 2862.282461 = -567883.885969
  nChanged 22
		SP:Iteration 174Q (142859.180000 sec): 3 clusters
  Score: Raw -570757.640919 + Penalty 2862.282461 = -567895.358458
  nChanged 28
		SP:Iteration 175Q (142859.280000 sec): 3 clusters
  Score: Raw -570771.499511 + Penalty 2862.282461 = -567909.217050
  nChanged 33
		SP:Iteration 176Q (142859.380000 sec): 3 clusters
  Score: Raw -570786.160259 + Penalty 2862.282461 = -567923.877799
  nChanged 22
		SP:Iteration 177Q (142859.580000 sec): 3 clusters
  Score: Raw -570794.191934 + Penalty 2862.282461 = -567931.909473
  nChanged 23
		SP:Iteration 178Q (142859.790000 sec): 3 clusters
  Score: Raw -570800.793304 + Penalty 2862.282461 = -567938.510844
  nChanged 11
		SP:Iteration 179Q (142859.960000 sec): 3 clusters
  Score: Raw -570803.019888 + Penalty 2862.282461 = -567940.737428
  nChanged 5
		SP:Iteration 180F (142860.170000 sec): 3 clusters
  Score: Raw -570804.615274 + Penalty 2862.282461 = -567942.332814
  nChanged 6
		SP:Iteration 181Q (142860.380000 sec): 3 clusters
  Score: Raw -570805.806927 + Penalty 2862.282461 = -567943.524467
  nChanged 4
		SP:Iteration 182Q (142860.480000 sec): 3 clusters
  Score: Raw -570806.995361 + Penalty 2862.282461 = -567944.712900
  nChanged 2
		SP:Iteration 183Q (142860.670000 sec): 3 clusters
  Score: Raw -570807.914918 + Penalty 2862.282461 = -567945.632457
  nChanged 4
		SP:Iteration 184Q (142860.830000 sec): 3 clusters
  Score: Raw -570808.677637 + Penalty 2862.282461 = -567946.395176
  nChanged 2
		SP:Iteration 185Q (142861.000000 sec): 3 clusters
  Score: Raw -570808.938169 + Penalty 2862.282461 = -567946.655708
  nChanged 1
		SP:Iteration 186Q (142861.160000 sec): 3 clusters
  Score: Raw -570809.142149 + Penalty 2862.282461 = -567946.859688
  nChanged 0
		SP:Iteration 187F (142861.370000 sec): 3 clusters
  Score: Raw -570809.142149 + Penalty 2862.282461 = -567946.859688
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (4507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142861.460000 sec): 2 clusters
  Score: Raw -381321.564854 + Penalty 1367.175391 = -379954.389463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142861.640000 sec): 3 clusters
  Score: Raw -379035.496138 + Penalty 2734.350782 = -376301.145356
  nChanged 1812
		SP:Iteration 1F (142861.810000 sec): 3 clusters
  Score: Raw -379976.984519 + Penalty 2734.350782 = -377242.633736
  nChanged 299
		SP:Iteration 2F (142861.990000 sec): 3 clusters
  Score: Raw -380130.384514 + Penalty 2734.350782 = -377396.033732
  nChanged 221
		SP:Iteration 3Q (142862.160000 sec): 3 clusters
  Score: Raw -380237.628714 + Penalty 2734.350782 = -377503.277932
  nChanged 187
		SP:Iteration 4Q (142862.340000 sec): 3 clusters
  Score: Raw -380340.694808 + Penalty 2734.350782 = -377606.344026
  nChanged 176
		SP:Iteration 5Q (142862.510000 sec): 3 clusters
  Score: Raw -380426.094172 + Penalty 2734.350782 = -377691.743389
  nChanged 148
		SP:Iteration 6Q (142862.690000 sec): 3 clusters
  Score: Raw -380496.315796 + Penalty 2734.350782 = -377761.965013
  nChanged 140
		SP:Iteration 7Q (142862.870000 sec): 3 clusters
  Score: Raw -380564.585681 + Penalty 2734.350782 = -377830.234898
  nChanged 116
		SP:Iteration 8Q (142863.040000 sec): 3 clusters
  Score: Raw -380624.848301 + Penalty 2734.350782 = -377890.497518
  nChanged 134
		SP:Iteration 9Q (142863.220000 sec): 3 clusters
  Score: Raw -380707.078897 + Penalty 2734.350782 = -377972.728114
  nChanged 149
		SP:Iteration 10Q (142863.390000 sec): 3 clusters
  Score: Raw -380792.322539 + Penalty 2734.350782 = -378057.971756
  nChanged 143
		SP:Iteration 11Q (142863.570000 sec): 3 clusters
  Score: Raw -380872.187987 + Penalty 2734.350782 = -378137.837205
  nChanged 148
		SP:Iteration 12Q (142863.750000 sec): 3 clusters
  Score: Raw -380966.268199 + Penalty 2734.350782 = -378231.917416
  nChanged 144
		SP:Iteration 13Q (142863.920000 sec): 3 clusters
  Score: Raw -381054.678639 + Penalty 2734.350782 = -378320.327857
  nChanged 130
		SP:Iteration 14Q (142864.100000 sec): 3 clusters
  Score: Raw -381149.792946 + Penalty 2734.350782 = -378415.442163
  nChanged 127
		SP:Iteration 15Q (142864.270000 sec): 3 clusters
  Score: Raw -381246.088939 + Penalty 2734.350782 = -378511.738157
  nChanged 134
		SP:Iteration 16Q (142864.450000 sec): 3 clusters
  Score: Raw -381337.624481 + Penalty 2734.350782 = -378603.273698
  nChanged 132
		SP:Iteration 17Q (142864.630000 sec): 3 clusters
  Score: Raw -381416.096927 + Penalty 2734.350782 = -378681.746144
  nChanged 105
		SP:Iteration 18Q (142864.800000 sec): 3 clusters
  Score: Raw -381468.964509 + Penalty 2734.350782 = -378734.613727
  nChanged 95
		SP:Iteration 19Q (142864.980000 sec): 3 clusters
  Score: Raw -381516.461200 + Penalty 2734.350782 = -378782.110417
  nChanged 76
		SP:Iteration 20F (142865.150000 sec): 3 clusters
  Score: Raw -381555.757848 + Penalty 2734.350782 = -378821.407066
  nChanged 72
		SP:Iteration 21Q (142865.330000 sec): 3 clusters
  Score: Raw -381594.828429 + Penalty 2734.350782 = -378860.477646
  nChanged 62
		SP:Iteration 22Q (142865.510000 sec): 3 clusters
  Score: Raw -381627.670261 + Penalty 2734.350782 = -378893.319479
  nChanged 50
		SP:Iteration 23Q (142865.590000 sec): 3 clusters
  Score: Raw -381646.839080 + Penalty 2734.350782 = -378912.488298
  nChanged 41
		SP:Iteration 24Q (142865.770000 sec): 3 clusters
  Score: Raw -381664.550680 + Penalty 2734.350782 = -378930.199897
  nChanged 34
		SP:Iteration 25Q (142865.950000 sec): 3 clusters
  Score: Raw -381680.150600 + Penalty 2734.350782 = -378945.799818
  nChanged 33
		SP:Iteration 26Q (142866.120000 sec): 3 clusters
  Score: Raw -381697.815788 + Penalty 2734.350782 = -378963.465006
  nChanged 47
		SP:Iteration 27Q (142866.300000 sec): 3 clusters
  Score: Raw -381724.450276 + Penalty 2734.350782 = -378990.099494
  nChanged 46
		SP:Iteration 28Q (142866.470000 sec): 3 clusters
  Score: Raw -381747.660170 + Penalty 2734.350782 = -379013.309388
  nChanged 42
		SP:Iteration 29Q (142866.650000 sec): 3 clusters
  Score: Raw -381772.990617 + Penalty 2734.350782 = -379038.639835
  nChanged 44
		SP:Iteration 30Q (142866.830000 sec): 3 clusters
  Score: Raw -381799.758170 + Penalty 2734.350782 = -379065.407388
  nChanged 43
		SP:Iteration 31Q (142867.000000 sec): 3 clusters
  Score: Raw -381820.715629 + Penalty 2734.350782 = -379086.364846
  nChanged 44
		SP:Iteration 32Q (142867.180000 sec): 3 clusters
  Score: Raw -381842.265426 + Penalty 2734.350782 = -379107.914644
  nChanged 39
		SP:Iteration 33Q (142867.350000 sec): 3 clusters
  Score: Raw -381863.664931 + Penalty 2734.350782 = -379129.314148
  nChanged 39
		SP:Iteration 34Q (142867.530000 sec): 3 clusters
  Score: Raw -381886.432758 + Penalty 2734.350782 = -379152.081975
  nChanged 39
		SP:Iteration 35Q (142867.710000 sec): 3 clusters
  Score: Raw -381917.599078 + Penalty 2734.350782 = -379183.248295
  nChanged 42
		SP:Iteration 36Q (142867.880000 sec): 3 clusters
  Score: Raw -381948.490064 + Penalty 2734.350782 = -379214.139282
  nChanged 42
		SP:Iteration 37Q (142868.060000 sec): 3 clusters
  Score: Raw -381970.680704 + Penalty 2734.350782 = -379236.329922
  nChanged 31
		SP:Iteration 38Q (142868.230000 sec): 3 clusters
  Score: Raw -381984.625161 + Penalty 2734.350782 = -379250.274379
  nChanged 30
		SP:Iteration 39Q (142868.410000 sec): 3 clusters
  Score: Raw -381998.548920 + Penalty 2734.350782 = -379264.198138
  nChanged 25
		SP:Iteration 40F (142868.590000 sec): 3 clusters
  Score: Raw -382010.509538 + Penalty 2734.350782 = -379276.158756
  nChanged 21
		SP:Iteration 41Q (142868.760000 sec): 3 clusters
  Score: Raw -382018.692558 + Penalty 2734.350782 = -379284.341775
  nChanged 20
		SP:Iteration 42Q (142868.940000 sec): 3 clusters
  Score: Raw -382026.417567 + Penalty 2734.350782 = -379292.066785
  nChanged 15
		SP:Iteration 43Q (142869.110000 sec): 3 clusters
  Score: Raw -382032.134584 + Penalty 2734.350782 = -379297.783801
  nChanged 16
		SP:Iteration 44Q (142869.290000 sec): 3 clusters
  Score: Raw -382038.099889 + Penalty 2734.350782 = -379303.749106
  nChanged 10
		SP:Iteration 45Q (142869.460000 sec): 3 clusters
  Score: Raw -382041.794416 + Penalty 2734.350782 = -379307.443634
  nChanged 8
		SP:Iteration 46Q (142869.640000 sec): 3 clusters
  Score: Raw -382045.675022 + Penalty 2734.350782 = -379311.324240
  nChanged 10
		SP:Iteration 47Q (142869.810000 sec): 3 clusters
  Score: Raw -382050.012891 + Penalty 2734.350782 = -379315.662109
  nChanged 9
		SP:Iteration 48Q (142869.990000 sec): 3 clusters
  Score: Raw -382055.181104 + Penalty 2734.350782 = -379320.830321
  nChanged 10
		SP:Iteration 49Q (142870.170000 sec): 3 clusters
  Score: Raw -382059.421903 + Penalty 2734.350782 = -379325.071121
  nChanged 9
		SP:Iteration 50Q (142870.340000 sec): 3 clusters
  Score: Raw -382061.686601 + Penalty 2734.350782 = -379327.335819
  nChanged 6
		SP:Iteration 51Q (142870.520000 sec): 3 clusters
  Score: Raw -382063.422319 + Penalty 2734.350782 = -379329.071537
  nChanged 0
		SP:Iteration 52F (142870.690000 sec): 3 clusters
  Score: Raw -382063.422319 + Penalty 2734.350782 = -379329.071537
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (4435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142870.790000 sec): 2 clusters
  Score: Raw -378665.818800 + Penalty 1364.558470 = -377301.260330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142870.970000 sec): 3 clusters
  Score: Raw -376383.824760 + Penalty 2729.116941 = -373654.707819
  nChanged 1754
		SP:Iteration 1F (142871.150000 sec): 3 clusters
  Score: Raw -377414.080848 + Penalty 2729.116941 = -374684.963907
  nChanged 422
		SP:Iteration 2F (142871.320000 sec): 3 clusters
  Score: Raw -377733.866941 + Penalty 2729.116941 = -375004.750001
  nChanged 334
		SP:Iteration 3F (142871.500000 sec): 3 clusters
  Score: Raw -377971.709635 + Penalty 2729.116941 = -375242.592694
  nChanged 279
		SP:Iteration 4F (142871.670000 sec): 3 clusters
  Score: Raw -378186.304732 + Penalty 2729.116941 = -375457.187792
  nChanged 222
		SP:Iteration 5F (142871.850000 sec): 3 clusters
  Score: Raw -378357.695882 + Penalty 2729.116941 = -375628.578941
  nChanged 190
		SP:Iteration 6Q (142872.030000 sec): 3 clusters
  Score: Raw -378499.252696 + Penalty 2729.116941 = -375770.135755
  nChanged 146
		SP:Iteration 7Q (142872.200000 sec): 3 clusters
  Score: Raw -378604.714618 + Penalty 2729.116941 = -375875.597677
  nChanged 144
		SP:Iteration 8Q (142872.380000 sec): 3 clusters
  Score: Raw -378720.248056 + Penalty 2729.116941 = -375991.131115
  nChanged 131
		SP:Iteration 9Q (142872.550000 sec): 3 clusters
  Score: Raw -378826.372045 + Penalty 2729.116941 = -376097.255104
  nChanged 113
		SP:Iteration 10Q (142872.730000 sec): 3 clusters
  Score: Raw -378909.771156 + Penalty 2729.116941 = -376180.654215
  nChanged 87
		SP:Iteration 11Q (142872.910000 sec): 3 clusters
  Score: Raw -378974.012797 + Penalty 2729.116941 = -376244.895856
  nChanged 75
		SP:Iteration 12Q (142873.100000 sec): 3 clusters
  Score: Raw -379036.455295 + Penalty 2729.116941 = -376307.338355
  nChanged 66
		SP:Iteration 13Q (142873.190000 sec): 3 clusters
  Score: Raw -379077.133670 + Penalty 2729.116941 = -376348.016729
  nChanged 65
		SP:Iteration 14Q (142873.270000 sec): 3 clusters
  Score: Raw -379114.560891 + Penalty 2729.116941 = -376385.443950
  nChanged 48
		SP:Iteration 15Q (142873.350000 sec): 3 clusters
  Score: Raw -379145.361329 + Penalty 2729.116941 = -376416.244388
  nChanged 46
		SP:Iteration 16Q (142873.440000 sec): 3 clusters
  Score: Raw -379172.619574 + Penalty 2729.116941 = -376443.502633
  nChanged 48
		SP:Iteration 17Q (142873.520000 sec): 3 clusters
  Score: Raw -379202.328303 + Penalty 2729.116941 = -376473.211363
  nChanged 51
		SP:Iteration 18Q (142873.610000 sec): 3 clusters
  Score: Raw -379235.180622 + Penalty 2729.116941 = -376506.063681
  nChanged 51
		SP:Iteration 19Q (142873.690000 sec): 3 clusters
  Score: Raw -379265.545127 + Penalty 2729.116941 = -376536.428186
  nChanged 38
		SP:Iteration 20F (142873.780000 sec): 3 clusters
  Score: Raw -379287.249731 + Penalty 2729.116941 = -376558.132790
  nChanged 29
		SP:Iteration 21Q (142873.860000 sec): 3 clusters
  Score: Raw -379300.862057 + Penalty 2729.116941 = -376571.745117
  nChanged 17
		SP:Iteration 22Q (142873.950000 sec): 3 clusters
  Score: Raw -379307.701671 + Penalty 2729.116941 = -376578.584730
  nChanged 9
		SP:Iteration 23Q (142874.030000 sec): 3 clusters
  Score: Raw -379310.286499 + Penalty 2729.116941 = -376581.169558
  nChanged 6
		SP:Iteration 24Q (142874.110000 sec): 3 clusters
  Score: Raw -379312.431838 + Penalty 2729.116941 = -376583.314897
  nChanged 3
		SP:Iteration 25Q (142874.200000 sec): 3 clusters
  Score: Raw -379313.526247 + Penalty 2729.116941 = -376584.409306
  nChanged 2
		SP:Iteration 26Q (142874.280000 sec): 3 clusters
  Score: Raw -379314.043655 + Penalty 2729.116941 = -376584.926714
  nChanged 2
		SP:Iteration 27Q (142874.370000 sec): 3 clusters
  Score: Raw -379314.732577 + Penalty 2729.116941 = -376585.615636
  nChanged 4
		SP:Iteration 28Q (142874.610000 sec): 3 clusters
  Score: Raw -379316.358330 + Penalty 2729.116941 = -376587.241389
  nChanged 4
		SP:Iteration 29Q (142874.790000 sec): 3 clusters
  Score: Raw -379317.099746 + Penalty 2729.116941 = -376587.982805
  nChanged 2
		SP:Iteration 30Q (142874.930000 sec): 3 clusters
  Score: Raw -379317.994022 + Penalty 2729.116941 = -376588.877081
  nChanged 3
		SP:Iteration 31Q (142875.160000 sec): 3 clusters
  Score: Raw -379319.099637 + Penalty 2729.116941 = -376589.982697
  nChanged 3
		SP:Iteration 32Q (142875.320000 sec): 3 clusters
  Score: Raw -379320.133120 + Penalty 2729.116941 = -376591.016179
  nChanged 4
		SP:Iteration 33Q (142875.490000 sec): 3 clusters
  Score: Raw -379321.871838 + Penalty 2729.116941 = -376592.754897
  nChanged 8
		SP:Iteration 34Q (142875.620000 sec): 3 clusters
  Score: Raw -379327.044829 + Penalty 2729.116941 = -376597.927888
  nChanged 9
		SP:Iteration 35Q (142875.800000 sec): 3 clusters
  Score: Raw -379330.126622 + Penalty 2729.116941 = -376601.009681
  nChanged 3
		SP:Iteration 36Q (142875.970000 sec): 3 clusters
  Score: Raw -379330.726657 + Penalty 2729.116941 = -376601.609716
  nChanged 2
		SP:Iteration 37Q (142876.150000 sec): 3 clusters
  Score: Raw -379331.074931 + Penalty 2729.116941 = -376601.957991
  nChanged 2
		SP:Iteration 38Q (142876.330000 sec): 3 clusters
  Score: Raw -379331.428846 + Penalty 2729.116941 = -376602.311905
  nChanged 1
		SP:Iteration 39Q (142876.500000 sec): 3 clusters
  Score: Raw -379331.620075 + Penalty 2729.116941 = -376602.503134
  nChanged 1
		SP:Iteration 40F (142876.670000 sec): 3 clusters
  Score: Raw -379331.873586 + Penalty 2729.116941 = -376602.756646
  nChanged 2
		SP:Iteration 41Q (142876.850000 sec): 3 clusters
  Score: Raw -379332.683517 + Penalty 2729.116941 = -376603.566576
  nChanged 3
		SP:Iteration 42Q (142877.030000 sec): 3 clusters
  Score: Raw -379333.354324 + Penalty 2729.116941 = -376604.237383
  nChanged 2
		SP:Iteration 43Q (142877.230000 sec): 3 clusters
  Score: Raw -379334.014353 + Penalty 2729.116941 = -376604.897412
  nChanged 1
		SP:Iteration 44Q (142877.380000 sec): 3 clusters
  Score: Raw -379334.344119 + Penalty 2729.116941 = -376605.227178
  nChanged 2
		SP:Iteration 45Q (142877.560000 sec): 3 clusters
  Score: Raw -379334.630119 + Penalty 2729.116941 = -376605.513178
  nChanged 1
		SP:Iteration 46Q (142877.730000 sec): 3 clusters
  Score: Raw -379334.895370 + Penalty 2729.116941 = -376605.778429
  nChanged 1
		SP:Iteration 47Q (142877.910000 sec): 3 clusters
  Score: Raw -379335.109281 + Penalty 2729.116941 = -376605.992340
  nChanged 1
		SP:Iteration 48Q (142878.090000 sec): 3 clusters
  Score: Raw -379335.544851 + Penalty 2729.116941 = -376606.427911
  nChanged 1
		SP:Iteration 49Q (142878.260000 sec): 3 clusters
  Score: Raw -379335.989813 + Penalty 2729.116941 = -376606.872872
  nChanged 1
		SP:Iteration 50Q (142878.440000 sec): 3 clusters
  Score: Raw -379336.759662 + Penalty 2729.116941 = -376607.642721
  nChanged 2
		SP:Iteration 51Q (142878.610000 sec): 3 clusters
  Score: Raw -379337.068658 + Penalty 2729.116941 = -376607.951717
  nChanged 2
		SP:Iteration 52Q (142878.790000 sec): 3 clusters
  Score: Raw -379337.919659 + Penalty 2729.116941 = -376608.802719
  nChanged 1
		SP:Iteration 53Q (142878.960000 sec): 3 clusters
  Score: Raw -379338.455552 + Penalty 2729.116941 = -376609.338611
  nChanged 1
		SP:Iteration 54Q (142879.140000 sec): 3 clusters
  Score: Raw -379338.691524 + Penalty 2729.116941 = -376609.574583
  nChanged 1
		SP:Iteration 55Q (142879.310000 sec): 3 clusters
  Score: Raw -379338.957121 + Penalty 2729.116941 = -376609.840180
  nChanged 1
		SP:Iteration 56Q (142879.490000 sec): 3 clusters
  Score: Raw -379339.114955 + Penalty 2729.116941 = -376609.998014
  nChanged 1
		SP:Iteration 57Q (142879.670000 sec): 3 clusters
  Score: Raw -379339.466887 + Penalty 2729.116941 = -376610.349947
  nChanged 3
		SP:Iteration 58Q (142879.840000 sec): 3 clusters
  Score: Raw -379340.460886 + Penalty 2729.116941 = -376611.343945
  nChanged 2
		SP:Iteration 59Q (142880.020000 sec): 3 clusters
  Score: Raw -379340.818143 + Penalty 2729.116941 = -376611.701203
  nChanged 3
		SP:Iteration 60F (142880.190000 sec): 3 clusters
  Score: Raw -379341.648082 + Penalty 2729.116941 = -376612.531141
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (4202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142880.300000 sec): 2 clusters
  Score: Raw -321497.801324 + Penalty 1355.788831 = -320142.012494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142880.470000 sec): 3 clusters
  Score: Raw -319350.071853 + Penalty 2711.577661 = -316638.494192
  nChanged 1679
		SP:Iteration 1F (142880.650000 sec): 3 clusters
  Score: Raw -320368.351133 + Penalty 2711.577661 = -317656.773472
  nChanged 398
		SP:Iteration 2F (142880.830000 sec): 3 clusters
  Score: Raw -320686.605665 + Penalty 2711.577661 = -317975.028004
  nChanged 311
		SP:Iteration 3F (142881.000000 sec): 3 clusters
  Score: Raw -320940.114672 + Penalty 2711.577661 = -318228.537011
  nChanged 238
		SP:Iteration 4F (142881.180000 sec): 3 clusters
  Score: Raw -321125.267057 + Penalty 2711.577661 = -318413.689396
  nChanged 185
		SP:Iteration 5Q (142881.350000 sec): 3 clusters
  Score: Raw -321259.447984 + Penalty 2711.577661 = -318547.870322
  nChanged 157
		SP:Iteration 6Q (142881.530000 sec): 3 clusters
  Score: Raw -321358.205913 + Penalty 2711.577661 = -318646.628251
  nChanged 118
		SP:Iteration 7Q (142881.710000 sec): 3 clusters
  Score: Raw -321445.433851 + Penalty 2711.577661 = -318733.856189
  nChanged 95
		SP:Iteration 8Q (142881.880000 sec): 3 clusters
  Score: Raw -321508.899049 + Penalty 2711.577661 = -318797.321388
  nChanged 84
		SP:Iteration 9Q (142882.060000 sec): 3 clusters
  Score: Raw -321568.216071 + Penalty 2711.577661 = -318856.638409
  nChanged 73
		SP:Iteration 10Q (142882.230000 sec): 3 clusters
  Score: Raw -321629.279509 + Penalty 2711.577661 = -318917.701848
  nChanged 81
		SP:Iteration 11Q (142882.410000 sec): 3 clusters
  Score: Raw -321703.393716 + Penalty 2711.577661 = -318991.816055
  nChanged 75
		SP:Iteration 12Q (142882.590000 sec): 3 clusters
  Score: Raw -321765.237013 + Penalty 2711.577661 = -319053.659352
  nChanged 78
		SP:Iteration 13Q (142882.760000 sec): 3 clusters
  Score: Raw -321830.914519 + Penalty 2711.577661 = -319119.336857
  nChanged 73
		SP:Iteration 14Q (142882.940000 sec): 3 clusters
  Score: Raw -321894.914290 + Penalty 2711.577661 = -319183.336629
  nChanged 78
		SP:Iteration 15Q (142883.110000 sec): 3 clusters
  Score: Raw -321952.672826 + Penalty 2711.577661 = -319241.095165
  nChanged 77
		SP:Iteration 16Q (142883.290000 sec): 3 clusters
  Score: Raw -322010.005673 + Penalty 2711.577661 = -319298.428012
  nChanged 78
		SP:Iteration 17Q (142883.470000 sec): 3 clusters
  Score: Raw -322063.845415 + Penalty 2711.577661 = -319352.267754
  nChanged 72
		SP:Iteration 18Q (142883.640000 sec): 3 clusters
  Score: Raw -322103.699261 + Penalty 2711.577661 = -319392.121599
  nChanged 61
		SP:Iteration 19Q (142883.810000 sec): 3 clusters
  Score: Raw -322142.434865 + Penalty 2711.577661 = -319430.857203
  nChanged 61
		SP:Iteration 20F (142883.990000 sec): 3 clusters
  Score: Raw -322195.315151 + Penalty 2711.577661 = -319483.737489
  nChanged 74
		SP:Iteration 21Q (142884.170000 sec): 3 clusters
  Score: Raw -322257.413950 + Penalty 2711.577661 = -319545.836289
  nChanged 71
		SP:Iteration 22Q (142884.340000 sec): 3 clusters
  Score: Raw -322305.592936 + Penalty 2711.577661 = -319594.015274
  nChanged 62
		SP:Iteration 23Q (142884.520000 sec): 3 clusters
  Score: Raw -322343.438586 + Penalty 2711.577661 = -319631.860925
  nChanged 46
		SP:Iteration 24Q (142884.690000 sec): 3 clusters
  Score: Raw -322365.562869 + Penalty 2711.577661 = -319653.985207
  nChanged 31
		SP:Iteration 25Q (142884.870000 sec): 3 clusters
  Score: Raw -322381.545439 + Penalty 2711.577661 = -319669.967778
  nChanged 25
		SP:Iteration 26Q (142885.050000 sec): 3 clusters
  Score: Raw -322396.568449 + Penalty 2711.577661 = -319684.990788
  nChanged 30
		SP:Iteration 27Q (142885.220000 sec): 3 clusters
  Score: Raw -322412.887719 + Penalty 2711.577661 = -319701.310058
  nChanged 23
		SP:Iteration 28Q (142885.400000 sec): 3 clusters
  Score: Raw -322422.153051 + Penalty 2711.577661 = -319710.575390
  nChanged 15
		SP:Iteration 29Q (142885.570000 sec): 3 clusters
  Score: Raw -322427.485635 + Penalty 2711.577661 = -319715.907974
  nChanged 12
		SP:Iteration 30Q (142885.750000 sec): 3 clusters
  Score: Raw -322431.916028 + Penalty 2711.577661 = -319720.338366
  nChanged 8
		SP:Iteration 31Q (142885.910000 sec): 3 clusters
  Score: Raw -322435.881683 + Penalty 2711.577661 = -319724.304021
  nChanged 10
		SP:Iteration 32Q (142886.070000 sec): 3 clusters
  Score: Raw -322440.318034 + Penalty 2711.577661 = -319728.740373
  nChanged 8
		SP:Iteration 33Q (142886.240000 sec): 3 clusters
  Score: Raw -322444.122458 + Penalty 2711.577661 = -319732.544797
  nChanged 12
		SP:Iteration 34Q (142886.410000 sec): 3 clusters
  Score: Raw -322447.935576 + Penalty 2711.577661 = -319736.357915
  nChanged 7
		SP:Iteration 35Q (142886.570000 sec): 3 clusters
  Score: Raw -322450.939529 + Penalty 2711.577661 = -319739.361868
  nChanged 6
		SP:Iteration 36Q (142886.730000 sec): 3 clusters
  Score: Raw -322452.675992 + Penalty 2711.577661 = -319741.098330
  nChanged 6
		SP:Iteration 37Q (142886.890000 sec): 3 clusters
  Score: Raw -322454.409522 + Penalty 2711.577661 = -319742.831861
  nChanged 2
		SP:Iteration 38Q (142887.060000 sec): 3 clusters
  Score: Raw -322455.068051 + Penalty 2711.577661 = -319743.490389
  nChanged 2
		SP:Iteration 39Q (142887.220000 sec): 3 clusters
  Score: Raw -322455.453226 + Penalty 2711.577661 = -319743.875564
  nChanged 0
		SP:Iteration 40F (142887.390000 sec): 3 clusters
  Score: Raw -322455.453226 + Penalty 2711.577661 = -319743.875564
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (4340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142887.450000 sec): 2 clusters
  Score: Raw -377773.440980 + Penalty 1361.039814 = -376412.401166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142887.540000 sec): 3 clusters
  Score: Raw -375637.411705 + Penalty 2722.079629 = -372915.332076
  nChanged 1728
		SP:Iteration 1F (142887.620000 sec): 3 clusters
  Score: Raw -376703.381057 + Penalty 2722.079629 = -373981.301428
  nChanged 385
		SP:Iteration 2F (142887.710000 sec): 3 clusters
  Score: Raw -376980.424752 + Penalty 2722.079629 = -374258.345123
  nChanged 299
		SP:Iteration 3F (142887.790000 sec): 3 clusters
  Score: Raw -377232.617156 + Penalty 2722.079629 = -374510.537527
  nChanged 262
		SP:Iteration 4F (142887.870000 sec): 3 clusters
  Score: Raw -377450.709010 + Penalty 2722.079629 = -374728.629381
  nChanged 209
		SP:Iteration 5Q (142887.950000 sec): 3 clusters
  Score: Raw -377596.039763 + Penalty 2722.079629 = -374873.960134
  nChanged 183
		SP:Iteration 6Q (142888.030000 sec): 3 clusters
  Score: Raw -377724.402406 + Penalty 2722.079629 = -375002.322777
  nChanged 146
		SP:Iteration 7Q (142888.130000 sec): 3 clusters
  Score: Raw -377845.416030 + Penalty 2722.079629 = -375123.336401
  nChanged 145
		SP:Iteration 8Q (142888.210000 sec): 3 clusters
  Score: Raw -377952.335259 + Penalty 2722.079629 = -375230.255630
  nChanged 120
		SP:Iteration 9Q (142888.290000 sec): 3 clusters
  Score: Raw -378037.589809 + Penalty 2722.079629 = -375315.510180
  nChanged 115
		SP:Iteration 10Q (142888.370000 sec): 3 clusters
  Score: Raw -378109.589307 + Penalty 2722.079629 = -375387.509678
  nChanged 99
		SP:Iteration 11Q (142888.460000 sec): 3 clusters
  Score: Raw -378169.647551 + Penalty 2722.079629 = -375447.567923
  nChanged 72
		SP:Iteration 12Q (142888.540000 sec): 3 clusters
  Score: Raw -378208.772930 + Penalty 2722.079629 = -375486.693301
  nChanged 57
		SP:Iteration 13Q (142888.620000 sec): 3 clusters
  Score: Raw -378232.261723 + Penalty 2722.079629 = -375510.182094
  nChanged 44
		SP:Iteration 14Q (142888.710000 sec): 3 clusters
  Score: Raw -378252.939980 + Penalty 2722.079629 = -375530.860351
  nChanged 44
		SP:Iteration 15Q (142888.790000 sec): 3 clusters
  Score: Raw -378272.884831 + Penalty 2722.079629 = -375550.805202
  nChanged 31
		SP:Iteration 16Q (142888.870000 sec): 3 clusters
  Score: Raw -378285.191423 + Penalty 2722.079629 = -375563.111794
  nChanged 26
		SP:Iteration 17Q (142888.990000 sec): 3 clusters
  Score: Raw -378295.660230 + Penalty 2722.079629 = -375573.580601
  nChanged 23
		SP:Iteration 18Q (142889.080000 sec): 3 clusters
  Score: Raw -378306.654497 + Penalty 2722.079629 = -375584.574868
  nChanged 23
		SP:Iteration 19Q (142889.160000 sec): 3 clusters
  Score: Raw -378315.545248 + Penalty 2722.079629 = -375593.465619
  nChanged 30
		SP:Iteration 20F (142889.240000 sec): 3 clusters
  Score: Raw -378326.640156 + Penalty 2722.079629 = -375604.560527
  nChanged 27
		SP:Iteration 21Q (142889.320000 sec): 3 clusters
  Score: Raw -378338.934924 + Penalty 2722.079629 = -375616.855296
  nChanged 33
		SP:Iteration 22Q (142889.410000 sec): 3 clusters
  Score: Raw -378352.872770 + Penalty 2722.079629 = -375630.793142
  nChanged 29
		SP:Iteration 23Q (142889.490000 sec): 3 clusters
  Score: Raw -378366.819001 + Penalty 2722.079629 = -375644.739373
  nChanged 31
		SP:Iteration 24Q (142889.570000 sec): 3 clusters
  Score: Raw -378380.858195 + Penalty 2722.079629 = -375658.778566
  nChanged 29
		SP:Iteration 25Q (142889.650000 sec): 3 clusters
  Score: Raw -378397.091579 + Penalty 2722.079629 = -375675.011950
  nChanged 33
		SP:Iteration 26Q (142889.740000 sec): 3 clusters
  Score: Raw -378413.558831 + Penalty 2722.079629 = -375691.479203
  nChanged 30
		SP:Iteration 27Q (142889.820000 sec): 3 clusters
  Score: Raw -378425.663727 + Penalty 2722.079629 = -375703.584098
  nChanged 21
		SP:Iteration 28Q (142889.900000 sec): 3 clusters
  Score: Raw -378432.762528 + Penalty 2722.079629 = -375710.682899
  nChanged 16
		SP:Iteration 29Q (142889.990000 sec): 3 clusters
  Score: Raw -378438.547213 + Penalty 2722.079629 = -375716.467585
  nChanged 12
		SP:Iteration 30Q (142890.070000 sec): 3 clusters
  Score: Raw -378442.567805 + Penalty 2722.079629 = -375720.488176
  nChanged 12
		SP:Iteration 31Q (142890.150000 sec): 3 clusters
  Score: Raw -378445.214423 + Penalty 2722.079629 = -375723.134794
  nChanged 4
		SP:Iteration 32Q (142890.230000 sec): 3 clusters
  Score: Raw -378445.817840 + Penalty 2722.079629 = -375723.738211
  nChanged 5
		SP:Iteration 33Q (142890.320000 sec): 3 clusters
  Score: Raw -378446.949404 + Penalty 2722.079629 = -375724.869775
  nChanged 2
		SP:Iteration 34Q (142890.400000 sec): 3 clusters
  Score: Raw -378447.687690 + Penalty 2722.079629 = -375725.608061
  nChanged 4
		SP:Iteration 35Q (142890.480000 sec): 3 clusters
  Score: Raw -378448.582115 + Penalty 2722.079629 = -375726.502487
  nChanged 1
		SP:Iteration 36Q (142890.570000 sec): 3 clusters
  Score: Raw -378448.686613 + Penalty 2722.079629 = -375726.606984
  nChanged 0
		SP:Iteration 37F (142890.650000 sec): 3 clusters
  Score: Raw -378448.686613 + Penalty 2722.079629 = -375726.606984
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (7087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142890.770000 sec): 2 clusters
  Score: Raw -616347.146023 + Penalty 1440.727827 = -614906.418196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142890.900000 sec): 3 clusters
  Score: Raw -612464.190628 + Penalty 2881.455655 = -609582.734973
  nChanged 3028
		SP:Iteration 1F (142891.100000 sec): 3 clusters
  Score: Raw -614345.686372 + Penalty 2881.455655 = -611464.230717
  nChanged 645
		SP:Iteration 2F (142891.310000 sec): 3 clusters
  Score: Raw -614957.708396 + Penalty 2881.455655 = -612076.252741
  nChanged 617
		SP:Iteration 3F (142891.510000 sec): 3 clusters
  Score: Raw -615625.167740 + Penalty 2881.455655 = -612743.712085
  nChanged 590
		SP:Iteration 4F (142891.710000 sec): 3 clusters
  Score: Raw -616245.061779 + Penalty 2881.455655 = -613363.606125
  nChanged 482
		SP:Iteration 5F (142891.920000 sec): 3 clusters
  Score: Raw -616705.380382 + Penalty 2881.455655 = -613823.924727
  nChanged 376
		SP:Iteration 6F (142892.120000 sec): 3 clusters
  Score: Raw -617071.977716 + Penalty 2881.455655 = -614190.522062
  nChanged 268
		SP:Iteration 7Q (142892.280000 sec): 3 clusters
  Score: Raw -617353.648354 + Penalty 2881.455655 = -614472.192699
  nChanged 170
		SP:Iteration 8Q (142892.390000 sec): 3 clusters
  Score: Raw -617516.066751 + Penalty 2881.455655 = -614634.611097
  nChanged 135
		SP:Iteration 9Q (142892.510000 sec): 3 clusters
  Score: Raw -617610.478749 + Penalty 2881.455655 = -614729.023094
  nChanged 88
		SP:Iteration 10Q (142892.720000 sec): 3 clusters
  Score: Raw -617673.231910 + Penalty 2881.455655 = -614791.776255
  nChanged 80
		SP:Iteration 11Q (142892.890000 sec): 3 clusters
  Score: Raw -617733.449841 + Penalty 2881.455655 = -614851.994187
  nChanged 63
		SP:Iteration 12Q (142893.090000 sec): 3 clusters
  Score: Raw -617757.675696 + Penalty 2881.455655 = -614876.220041
  nChanged 34
		SP:Iteration 13Q (142893.290000 sec): 3 clusters
  Score: Raw -617765.043922 + Penalty 2881.455655 = -614883.588267
  nChanged 17
		SP:Iteration 14Q (142893.500000 sec): 3 clusters
  Score: Raw -617768.804835 + Penalty 2881.455655 = -614887.349181
  nChanged 10
		SP:Iteration 15Q (142893.700000 sec): 3 clusters
  Score: Raw -617770.893373 + Penalty 2881.455655 = -614889.437718
  nChanged 6
		SP:Iteration 16Q (142893.900000 sec): 3 clusters
  Score: Raw -617771.741545 + Penalty 2881.455655 = -614890.285890
  nChanged 6
		SP:Iteration 17Q (142894.100000 sec): 3 clusters
  Score: Raw -617772.500555 + Penalty 2881.455655 = -614891.044901
  nChanged 5
		SP:Iteration 18Q (142894.310000 sec): 3 clusters
  Score: Raw -617773.641763 + Penalty 2881.455655 = -614892.186108
  nChanged 8
		SP:Iteration 19Q (142894.510000 sec): 3 clusters
  Score: Raw -617775.830868 + Penalty 2881.455655 = -614894.375213
  nChanged 9
		SP:Iteration 20F (142894.720000 sec): 3 clusters
  Score: Raw -617777.749137 + Penalty 2881.455655 = -614896.293482
  nChanged 6
		SP:Iteration 21Q (142894.920000 sec): 3 clusters
  Score: Raw -617778.672952 + Penalty 2881.455655 = -614897.217297
  nChanged 2
		SP:Iteration 22Q (142895.120000 sec): 3 clusters
  Score: Raw -617779.335703 + Penalty 2881.455655 = -614897.880048
  nChanged 2
		SP:Iteration 23Q (142895.350000 sec): 3 clusters
  Score: Raw -617779.578283 + Penalty 2881.455655 = -614898.122628
  nChanged 1
		SP:Iteration 24Q (142895.530000 sec): 3 clusters
  Score: Raw -617779.634667 + Penalty 2881.455655 = -614898.179013
  nChanged 1
		SP:Iteration 25Q (142895.730000 sec): 3 clusters
  Score: Raw -617779.789611 + Penalty 2881.455655 = -614898.333957
  nChanged 1
		SP:Iteration 26Q (142895.940000 sec): 3 clusters
  Score: Raw -617779.896345 + Penalty 2881.455655 = -614898.440690
  nChanged 2
		SP:Iteration 27Q (142896.140000 sec): 3 clusters
  Score: Raw -617779.992044 + Penalty 2881.455655 = -614898.536389
  nChanged 2
		SP:Iteration 28Q (142896.340000 sec): 3 clusters
  Score: Raw -617780.114119 + Penalty 2881.455655 = -614898.658464
  nChanged 1
		SP:Iteration 29Q (142896.550000 sec): 3 clusters
  Score: Raw -617780.146931 + Penalty 2881.455655 = -614898.691276
  nChanged 0
		SP:Iteration 30F (142896.750000 sec): 3 clusters
  Score: Raw -617780.146931 + Penalty 2881.455655 = -614898.691276
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142896.850000 sec): 2 clusters
  Score: Raw -930844.244927 + Penalty 1501.183582 = -929343.061345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142897.090000 sec): 3 clusters
  Score: Raw -925055.243803 + Penalty 3002.367163 = -922052.876639
  nChanged 4345
		SP:Iteration 1F (142897.360000 sec): 3 clusters
  Score: Raw -927548.045730 + Penalty 3002.367163 = -924545.678566
  nChanged 803
		SP:Iteration 2F (142897.580000 sec): 3 clusters
  Score: Raw -928026.981865 + Penalty 3002.367163 = -925024.614702
  nChanged 657
		SP:Iteration 3F (142897.810000 sec): 3 clusters
  Score: Raw -928395.258829 + Penalty 3002.367163 = -925392.891666
  nChanged 578
		SP:Iteration 4F (142898.030000 sec): 3 clusters
  Score: Raw -928701.901388 + Penalty 3002.367163 = -925699.534224
  nChanged 544
		SP:Iteration 5F (142898.260000 sec): 3 clusters
  Score: Raw -928997.192847 + Penalty 3002.367163 = -925994.825684
  nChanged 493
		SP:Iteration 6Q (142898.480000 sec): 3 clusters
  Score: Raw -929243.587900 + Penalty 3002.367163 = -926241.220736
  nChanged 424
		SP:Iteration 7Q (142898.700000 sec): 3 clusters
  Score: Raw -929454.732666 + Penalty 3002.367163 = -926452.365502
  nChanged 397
		SP:Iteration 8Q (142898.930000 sec): 3 clusters
  Score: Raw -929642.617273 + Penalty 3002.367163 = -926640.250109
  nChanged 329
		SP:Iteration 9Q (142899.150000 sec): 3 clusters
  Score: Raw -929790.396691 + Penalty 3002.367163 = -926788.029527
  nChanged 296
		SP:Iteration 10Q (142899.380000 sec): 3 clusters
  Score: Raw -929906.002149 + Penalty 3002.367163 = -926903.634986
  nChanged 255
		SP:Iteration 11Q (142899.600000 sec): 3 clusters
  Score: Raw -929999.729476 + Penalty 3002.367163 = -926997.362313
  nChanged 213
		SP:Iteration 12Q (142899.820000 sec): 3 clusters
  Score: Raw -930068.668415 + Penalty 3002.367163 = -927066.301252
  nChanged 181
		SP:Iteration 13Q (142900.050000 sec): 3 clusters
  Score: Raw -930124.977100 + Penalty 3002.367163 = -927122.609937
  nChanged 161
		SP:Iteration 14Q (142900.270000 sec): 3 clusters
  Score: Raw -930175.613345 + Penalty 3002.367163 = -927173.246181
  nChanged 152
		SP:Iteration 15Q (142900.500000 sec): 3 clusters
  Score: Raw -930229.222277 + Penalty 3002.367163 = -927226.855113
  nChanged 180
		SP:Iteration 16Q (142900.720000 sec): 3 clusters
  Score: Raw -930281.105123 + Penalty 3002.367163 = -927278.737960
  nChanged 148
		SP:Iteration 17Q (142900.940000 sec): 3 clusters
  Score: Raw -930328.891498 + Penalty 3002.367163 = -927326.524334
  nChanged 149
		SP:Iteration 18Q (142901.160000 sec): 3 clusters
  Score: Raw -930379.542371 + Penalty 3002.367163 = -927377.175208
  nChanged 143
		SP:Iteration 19Q (142901.380000 sec): 3 clusters
  Score: Raw -930429.837260 + Penalty 3002.367163 = -927427.470097
  nChanged 141
		SP:Iteration 20F (142901.600000 sec): 3 clusters
  Score: Raw -930473.443671 + Penalty 3002.367163 = -927471.076508
  nChanged 131
		SP:Iteration 21Q (142901.830000 sec): 3 clusters
  Score: Raw -930511.654062 + Penalty 3002.367163 = -927509.286899
  nChanged 128
		SP:Iteration 22Q (142902.050000 sec): 3 clusters
  Score: Raw -930547.547290 + Penalty 3002.367163 = -927545.180126
  nChanged 125
		SP:Iteration 23Q (142902.280000 sec): 3 clusters
  Score: Raw -930585.377596 + Penalty 3002.367163 = -927583.010433
  nChanged 126
		SP:Iteration 24Q (142902.500000 sec): 3 clusters
  Score: Raw -930629.761282 + Penalty 3002.367163 = -927627.394119
  nChanged 135
		SP:Iteration 25Q (142902.730000 sec): 3 clusters
  Score: Raw -930677.217552 + Penalty 3002.367163 = -927674.850388
  nChanged 117
		SP:Iteration 26Q (142902.950000 sec): 3 clusters
  Score: Raw -930718.385731 + Penalty 3002.367163 = -927716.018567
  nChanged 122
		SP:Iteration 27Q (142903.180000 sec): 3 clusters
  Score: Raw -930760.873402 + Penalty 3002.367163 = -927758.506238
  nChanged 121
		SP:Iteration 28Q (142903.400000 sec): 3 clusters
  Score: Raw -930801.470100 + Penalty 3002.367163 = -927799.102936
  nChanged 102
		SP:Iteration 29Q (142903.630000 sec): 3 clusters
  Score: Raw -930839.090998 + Penalty 3002.367163 = -927836.723834
  nChanged 109
		SP:Iteration 30Q (142903.860000 sec): 3 clusters
  Score: Raw -930883.355025 + Penalty 3002.367163 = -927880.987861
  nChanged 113
		SP:Iteration 31Q (142904.080000 sec): 3 clusters
  Score: Raw -930928.287743 + Penalty 3002.367163 = -927925.920580
  nChanged 103
		SP:Iteration 32Q (142904.310000 sec): 3 clusters
  Score: Raw -930967.442574 + Penalty 3002.367163 = -927965.075410
  nChanged 90
		SP:Iteration 33Q (142904.530000 sec): 3 clusters
  Score: Raw -931002.910493 + Penalty 3002.367163 = -928000.543330
  nChanged 89
		SP:Iteration 34Q (142904.760000 sec): 3 clusters
  Score: Raw -931045.772600 + Penalty 3002.367163 = -928043.405437
  nChanged 78
		SP:Iteration 35Q (142904.980000 sec): 3 clusters
  Score: Raw -931075.028179 + Penalty 3002.367163 = -928072.661015
  nChanged 59
		SP:Iteration 36Q (142905.210000 sec): 3 clusters
  Score: Raw -931095.223602 + Penalty 3002.367163 = -928092.856439
  nChanged 40
		SP:Iteration 37Q (142905.440000 sec): 3 clusters
  Score: Raw -931106.807547 + Penalty 3002.367163 = -928104.440383
  nChanged 39
		SP:Iteration 38Q (142905.660000 sec): 3 clusters
  Score: Raw -931118.725572 + Penalty 3002.367163 = -928116.358409
  nChanged 32
		SP:Iteration 39Q (142905.880000 sec): 3 clusters
  Score: Raw -931127.915841 + Penalty 3002.367163 = -928125.548678
  nChanged 27
		SP:Iteration 40F (142906.110000 sec): 3 clusters
  Score: Raw -931133.071409 + Penalty 3002.367163 = -928130.704246
  nChanged 18
		SP:Iteration 41Q (142906.330000 sec): 3 clusters
  Score: Raw -931136.770620 + Penalty 3002.367163 = -928134.403456
  nChanged 14
		SP:Iteration 42Q (142906.650000 sec): 3 clusters
  Score: Raw -931140.360085 + Penalty 3002.367163 = -928137.992921
  nChanged 13
		SP:Iteration 43Q (142906.840000 sec): 3 clusters
  Score: Raw -931142.931606 + Penalty 3002.367163 = -928140.564442
  nChanged 13
		SP:Iteration 44Q (142907.100000 sec): 3 clusters
  Score: Raw -931145.987216 + Penalty 3002.367163 = -928143.620052
  nChanged 12
		SP:Iteration 45Q (142907.320000 sec): 3 clusters
  Score: Raw -931148.663599 + Penalty 3002.367163 = -928146.296435
  nChanged 13
		SP:Iteration 46Q (142907.540000 sec): 3 clusters
  Score: Raw -931151.852722 + Penalty 3002.367163 = -928149.485559
  nChanged 15
		SP:Iteration 47Q (142907.760000 sec): 3 clusters
  Score: Raw -931154.811229 + Penalty 3002.367163 = -928152.444066
  nChanged 10
		SP:Iteration 48Q (142908.030000 sec): 3 clusters
  Score: Raw -931158.365880 + Penalty 3002.367163 = -928155.998716
  nChanged 11
		SP:Iteration 49Q (142908.260000 sec): 3 clusters
  Score: Raw -931161.295459 + Penalty 3002.367163 = -928158.928296
  nChanged 7
		SP:Iteration 50Q (142908.400000 sec): 3 clusters
  Score: Raw -931163.089166 + Penalty 3002.367163 = -928160.722002
  nChanged 9
		SP:Iteration 51Q (142908.630000 sec): 3 clusters
  Score: Raw -931165.418731 + Penalty 3002.367163 = -928163.051568
  nChanged 6
		SP:Iteration 52Q (142908.860000 sec): 3 clusters
  Score: Raw -931166.886828 + Penalty 3002.367163 = -928164.519664
  nChanged 5
		SP:Iteration 53Q (142909.090000 sec): 3 clusters
  Score: Raw -931168.024572 + Penalty 3002.367163 = -928165.657408
  nChanged 5
		SP:Iteration 54Q (142909.260000 sec): 3 clusters
  Score: Raw -931169.252580 + Penalty 3002.367163 = -928166.885416
  nChanged 7
		SP:Iteration 55Q (142909.410000 sec): 3 clusters
  Score: Raw -931170.837404 + Penalty 3002.367163 = -928168.470240
  nChanged 7
		SP:Iteration 56Q (142909.560000 sec): 3 clusters
  Score: Raw -931172.215756 + Penalty 3002.367163 = -928169.848592
  nChanged 5
		SP:Iteration 57Q (142909.800000 sec): 3 clusters
  Score: Raw -931173.463938 + Penalty 3002.367163 = -928171.096774
  nChanged 4
		SP:Iteration 58Q (142910.010000 sec): 3 clusters
  Score: Raw -931174.084866 + Penalty 3002.367163 = -928171.717702
  nChanged 5
		SP:Iteration 59Q (142910.240000 sec): 3 clusters
  Score: Raw -931175.368273 + Penalty 3002.367163 = -928173.001110
  nChanged 6
		SP:Iteration 60F (142910.460000 sec): 3 clusters
  Score: Raw -931176.472560 + Penalty 3002.367163 = -928174.105397
  nChanged 5
		SP:Iteration 61Q (142910.690000 sec): 3 clusters
  Score: Raw -931177.792381 + Penalty 3002.367163 = -928175.425218
  nChanged 7
		SP:Iteration 62Q (142910.910000 sec): 3 clusters
  Score: Raw -931179.620313 + Penalty 3002.367163 = -928177.253150
  nChanged 6
		SP:Iteration 63Q (142911.130000 sec): 3 clusters
  Score: Raw -931180.222179 + Penalty 3002.367163 = -928177.855016
  nChanged 2
		SP:Iteration 64Q (142911.360000 sec): 3 clusters
  Score: Raw -931180.824262 + Penalty 3002.367163 = -928178.457099
  nChanged 1
		SP:Iteration 65Q (142911.580000 sec): 3 clusters
  Score: Raw -931181.184220 + Penalty 3002.367163 = -928178.817057
  nChanged 4
		SP:Iteration 66Q (142911.810000 sec): 3 clusters
  Score: Raw -931182.363476 + Penalty 3002.367163 = -928179.996313
  nChanged 5
		SP:Iteration 67Q (142912.030000 sec): 3 clusters
  Score: Raw -931183.785706 + Penalty 3002.367163 = -928181.418543
  nChanged 6
		SP:Iteration 68Q (142912.260000 sec): 3 clusters
  Score: Raw -931185.846720 + Penalty 3002.367163 = -928183.479556
  nChanged 7
		SP:Iteration 69Q (142912.420000 sec): 3 clusters
  Score: Raw -931188.698778 + Penalty 3002.367163 = -928186.331615
  nChanged 10
		SP:Iteration 70Q (142912.630000 sec): 3 clusters
  Score: Raw -931191.827834 + Penalty 3002.367163 = -928189.460670
  nChanged 9
		SP:Iteration 71Q (142912.850000 sec): 3 clusters
  Score: Raw -931195.468666 + Penalty 3002.367163 = -928193.101503
  nChanged 13
		SP:Iteration 72Q (142913.070000 sec): 3 clusters
  Score: Raw -931198.939822 + Penalty 3002.367163 = -928196.572659
  nChanged 6
		SP:Iteration 73Q (142913.300000 sec): 3 clusters
  Score: Raw -931200.079799 + Penalty 3002.367163 = -928197.712635
  nChanged 3
		SP:Iteration 74Q (142913.520000 sec): 3 clusters
  Score: Raw -931200.716723 + Penalty 3002.367163 = -928198.349560
  nChanged 1
		SP:Iteration 75Q (142913.740000 sec): 3 clusters
  Score: Raw -931200.908156 + Penalty 3002.367163 = -928198.540992
  nChanged 0
		SP:Iteration 76F (142913.970000 sec): 3 clusters
  Score: Raw -931200.908156 + Penalty 3002.367163 = -928198.540992
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (7331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142914.060000 sec): 2 clusters
  Score: Raw -730452.389840 + Penalty 1446.228422 = -729006.161418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142914.270000 sec): 3 clusters
  Score: Raw -726499.903013 + Penalty 2892.456844 = -723607.446169
  nChanged 3077
		SP:Iteration 1F (142914.480000 sec): 3 clusters
  Score: Raw -728102.546993 + Penalty 2892.456844 = -725210.090149
  nChanged 453
		SP:Iteration 2F (142914.680000 sec): 3 clusters
  Score: Raw -728319.108644 + Penalty 2892.456844 = -725426.651800
  nChanged 399
		SP:Iteration 3F (142914.880000 sec): 3 clusters
  Score: Raw -728488.611846 + Penalty 2892.456844 = -725596.155002
  nChanged 311
		SP:Iteration 4Q (142915.080000 sec): 3 clusters
  Score: Raw -728613.827859 + Penalty 2892.456844 = -725721.371015
  nChanged 256
		SP:Iteration 5Q (142915.280000 sec): 3 clusters
  Score: Raw -728719.240704 + Penalty 2892.456844 = -725826.783860
  nChanged 253
		SP:Iteration 6Q (142915.480000 sec): 3 clusters
  Score: Raw -728817.208254 + Penalty 2892.456844 = -725924.751410
  nChanged 233
		SP:Iteration 7Q (142915.690000 sec): 3 clusters
  Score: Raw -728908.711699 + Penalty 2892.456844 = -726016.254855
  nChanged 220
		SP:Iteration 8Q (142915.890000 sec): 3 clusters
  Score: Raw -728996.416889 + Penalty 2892.456844 = -726103.960046
  nChanged 227
		SP:Iteration 9Q (142916.120000 sec): 3 clusters
  Score: Raw -729087.163153 + Penalty 2892.456844 = -726194.706309
  nChanged 215
		SP:Iteration 10Q (142916.250000 sec): 3 clusters
  Score: Raw -729183.841293 + Penalty 2892.456844 = -726291.384450
  nChanged 217
		SP:Iteration 11Q (142916.360000 sec): 3 clusters
  Score: Raw -729274.811142 + Penalty 2892.456844 = -726382.354299
  nChanged 192
		SP:Iteration 12Q (142916.490000 sec): 3 clusters
  Score: Raw -729364.716593 + Penalty 2892.456844 = -726472.259750
  nChanged 204
		SP:Iteration 13Q (142916.610000 sec): 3 clusters
  Score: Raw -729462.824027 + Penalty 2892.456844 = -726570.367183
  nChanged 195
		SP:Iteration 14Q (142916.820000 sec): 3 clusters
  Score: Raw -729564.761331 + Penalty 2892.456844 = -726672.304487
  nChanged 205
		SP:Iteration 15Q (142917.020000 sec): 3 clusters
  Score: Raw -729681.806908 + Penalty 2892.456844 = -726789.350065
  nChanged 235
		SP:Iteration 16Q (142917.220000 sec): 3 clusters
  Score: Raw -729817.528501 + Penalty 2892.456844 = -726925.071657
  nChanged 222
		SP:Iteration 17Q (142917.420000 sec): 3 clusters
  Score: Raw -729949.012219 + Penalty 2892.456844 = -727056.555376
  nChanged 202
		SP:Iteration 18Q (142917.630000 sec): 3 clusters
  Score: Raw -730097.203740 + Penalty 2892.456844 = -727204.746896
  nChanged 176
		SP:Iteration 19Q (142917.830000 sec): 3 clusters
  Score: Raw -730219.135146 + Penalty 2892.456844 = -727326.678303
  nChanged 127
		SP:Iteration 20F (142918.030000 sec): 3 clusters
  Score: Raw -730305.237089 + Penalty 2892.456844 = -727412.780245
  nChanged 122
		SP:Iteration 21Q (142918.230000 sec): 3 clusters
  Score: Raw -730385.136337 + Penalty 2892.456844 = -727492.679493
  nChanged 85
		SP:Iteration 22Q (142918.430000 sec): 3 clusters
  Score: Raw -730444.237956 + Penalty 2892.456844 = -727551.781112
  nChanged 64
		SP:Iteration 23Q (142918.640000 sec): 3 clusters
  Score: Raw -730492.758304 + Penalty 2892.456844 = -727600.301460
  nChanged 46
		SP:Iteration 24Q (142918.840000 sec): 3 clusters
  Score: Raw -730532.590891 + Penalty 2892.456844 = -727640.134047
  nChanged 39
		SP:Iteration 25Q (142919.040000 sec): 3 clusters
  Score: Raw -730565.712942 + Penalty 2892.456844 = -727673.256098
  nChanged 28
		SP:Iteration 26Q (142919.240000 sec): 3 clusters
  Score: Raw -730586.738347 + Penalty 2892.456844 = -727694.281503
  nChanged 23
		SP:Iteration 27Q (142919.440000 sec): 3 clusters
  Score: Raw -730607.463227 + Penalty 2892.456844 = -727715.006383
  nChanged 21
		SP:Iteration 28Q (142919.640000 sec): 3 clusters
  Score: Raw -730623.961667 + Penalty 2892.456844 = -727731.504823
  nChanged 8
		SP:Iteration 29Q (142919.840000 sec): 3 clusters
  Score: Raw -730629.969774 + Penalty 2892.456844 = -727737.512930
  nChanged 5
		SP:Iteration 30Q (142920.040000 sec): 3 clusters
  Score: Raw -730632.986452 + Penalty 2892.456844 = -727740.529609
  nChanged 3
		SP:Iteration 31Q (142920.250000 sec): 3 clusters
  Score: Raw -730635.947617 + Penalty 2892.456844 = -727743.490774
  nChanged 8
		SP:Iteration 32Q (142920.480000 sec): 3 clusters
  Score: Raw -730641.432501 + Penalty 2892.456844 = -727748.975657
  nChanged 6
		SP:Iteration 33Q (142920.700000 sec): 3 clusters
  Score: Raw -730643.823635 + Penalty 2892.456844 = -727751.366792
  nChanged 2
		SP:Iteration 34Q (142920.900000 sec): 3 clusters
  Score: Raw -730645.360646 + Penalty 2892.456844 = -727752.903803
  nChanged 2
		SP:Iteration 35Q (142921.100000 sec): 3 clusters
  Score: Raw -730647.114820 + Penalty 2892.456844 = -727754.657977
  nChanged 3
		SP:Iteration 36Q (142921.300000 sec): 3 clusters
  Score: Raw -730650.983264 + Penalty 2892.456844 = -727758.526420
  nChanged 6
		SP:Iteration 37Q (142921.500000 sec): 3 clusters
  Score: Raw -730657.261823 + Penalty 2892.456844 = -727764.804980
  nChanged 7
		SP:Iteration 38Q (142921.700000 sec): 3 clusters
  Score: Raw -730662.355805 + Penalty 2892.456844 = -727769.898962
  nChanged 4
		SP:Iteration 39Q (142921.900000 sec): 3 clusters
  Score: Raw -730666.182368 + Penalty 2892.456844 = -727773.725524
  nChanged 2
		SP:Iteration 40F (142922.100000 sec): 3 clusters
  Score: Raw -730668.170829 + Penalty 2892.456844 = -727775.713986
  nChanged 1
		SP:Iteration 41Q (142922.310000 sec): 3 clusters
  Score: Raw -730669.126501 + Penalty 2892.456844 = -727776.669658
  nChanged 1
		SP:Iteration 42Q (142922.510000 sec): 3 clusters
  Score: Raw -730669.553555 + Penalty 2892.456844 = -727777.096712
  nChanged 0
		SP:Iteration 43F (142922.710000 sec): 3 clusters
  Score: Raw -730669.553555 + Penalty 2892.456844 = -727777.096712
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (4043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142922.810000 sec): 2 clusters
  Score: Raw -346902.833572 + Penalty 1349.520619 = -345553.312953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142922.980000 sec): 3 clusters
  Score: Raw -344931.224376 + Penalty 2699.041238 = -342232.183138
  nChanged 1625
		SP:Iteration 1F (142923.160000 sec): 3 clusters
  Score: Raw -346350.279289 + Penalty 2699.041238 = -343651.238052
  nChanged 464
		SP:Iteration 2F (142923.340000 sec): 3 clusters
  Score: Raw -346887.493519 + Penalty 2699.041238 = -344188.452281
  nChanged 345
		SP:Iteration 3F (142923.510000 sec): 3 clusters
  Score: Raw -347161.563981 + Penalty 2699.041238 = -344462.522743
  nChanged 212
		SP:Iteration 4F (142923.690000 sec): 3 clusters
  Score: Raw -347324.194193 + Penalty 2699.041238 = -344625.152956
  nChanged 165
		SP:Iteration 5Q (142923.860000 sec): 3 clusters
  Score: Raw -347428.987095 + Penalty 2699.041238 = -344729.945857
  nChanged 122
		SP:Iteration 6Q (142924.040000 sec): 3 clusters
  Score: Raw -347509.927056 + Penalty 2699.041238 = -344810.885818
  nChanged 102
		SP:Iteration 7Q (142924.220000 sec): 3 clusters
  Score: Raw -347581.555086 + Penalty 2699.041238 = -344882.513849
  nChanged 90
		SP:Iteration 8Q (142924.390000 sec): 3 clusters
  Score: Raw -347661.551414 + Penalty 2699.041238 = -344962.510177
  nChanged 95
		SP:Iteration 9Q (142924.550000 sec): 3 clusters
  Score: Raw -347744.619697 + Penalty 2699.041238 = -345045.578459
  nChanged 83
		SP:Iteration 10Q (142924.650000 sec): 3 clusters
  Score: Raw -347803.236575 + Penalty 2699.041238 = -345104.195337
  nChanged 62
		SP:Iteration 11Q (142924.800000 sec): 3 clusters
  Score: Raw -347835.068337 + Penalty 2699.041238 = -345136.027099
  nChanged 39
		SP:Iteration 12Q (142924.880000 sec): 3 clusters
  Score: Raw -347852.317378 + Penalty 2699.041238 = -345153.276140
  nChanged 32
		SP:Iteration 13Q (142924.960000 sec): 3 clusters
  Score: Raw -347866.838264 + Penalty 2699.041238 = -345167.797026
  nChanged 28
		SP:Iteration 14Q (142925.040000 sec): 3 clusters
  Score: Raw -347877.710269 + Penalty 2699.041238 = -345178.669032
  nChanged 16
		SP:Iteration 15Q (142925.120000 sec): 3 clusters
  Score: Raw -347883.441056 + Penalty 2699.041238 = -345184.399819
  nChanged 17
		SP:Iteration 16Q (142925.200000 sec): 3 clusters
  Score: Raw -347888.631321 + Penalty 2699.041238 = -345189.590083
  nChanged 11
		SP:Iteration 17Q (142925.280000 sec): 3 clusters
  Score: Raw -347891.939719 + Penalty 2699.041238 = -345192.898482
  nChanged 7
		SP:Iteration 18Q (142925.360000 sec): 3 clusters
  Score: Raw -347894.168886 + Penalty 2699.041238 = -345195.127648
  nChanged 5
		SP:Iteration 19Q (142925.440000 sec): 3 clusters
  Score: Raw -347895.676176 + Penalty 2699.041238 = -345196.634939
  nChanged 5
		SP:Iteration 20F (142925.530000 sec): 3 clusters
  Score: Raw -347897.392792 + Penalty 2699.041238 = -345198.351554
  nChanged 8
		SP:Iteration 21Q (142925.610000 sec): 3 clusters
  Score: Raw -347901.467320 + Penalty 2699.041238 = -345202.426082
  nChanged 5
		SP:Iteration 22Q (142925.690000 sec): 3 clusters
  Score: Raw -347902.975357 + Penalty 2699.041238 = -345203.934120
  nChanged 3
		SP:Iteration 23Q (142925.770000 sec): 3 clusters
  Score: Raw -347904.155972 + Penalty 2699.041238 = -345205.114734
  nChanged 4
		SP:Iteration 24Q (142925.840000 sec): 3 clusters
  Score: Raw -347905.904216 + Penalty 2699.041238 = -345206.862978
  nChanged 5
		SP:Iteration 25Q (142925.920000 sec): 3 clusters
  Score: Raw -347907.755884 + Penalty 2699.041238 = -345208.714646
  nChanged 3
		SP:Iteration 26Q (142926.000000 sec): 3 clusters
  Score: Raw -347908.884591 + Penalty 2699.041238 = -345209.843353
  nChanged 1
		SP:Iteration 27Q (142926.080000 sec): 3 clusters
  Score: Raw -347909.199596 + Penalty 2699.041238 = -345210.158358
  nChanged 0
		SP:Iteration 28F (142926.170000 sec): 3 clusters
  Score: Raw -347909.199596 + Penalty 2699.041238 = -345210.158358
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (2032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142926.250000 sec): 2 clusters
  Score: Raw -152464.047520 + Penalty 1237.726069 = -151226.321451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142926.430000 sec): 3 clusters
  Score: Raw -151647.871728 + Penalty 2475.452138 = -149172.419590
  nChanged 755
		SP:Iteration 1F (142926.600000 sec): 3 clusters
  Score: Raw -152561.971765 + Penalty 2475.452138 = -150086.519627
  nChanged 249
		SP:Iteration 2F (142926.780000 sec): 3 clusters
  Score: Raw -152986.533803 + Penalty 2475.452138 = -150511.081665
  nChanged 168
		SP:Iteration 3F (142926.950000 sec): 3 clusters
  Score: Raw -153210.863410 + Penalty 2475.452138 = -150735.411273
  nChanged 91
		SP:Iteration 4Q (142927.130000 sec): 3 clusters
  Score: Raw -153309.782010 + Penalty 2475.452138 = -150834.329872
  nChanged 71
		SP:Iteration 5Q (142927.310000 sec): 3 clusters
  Score: Raw -153379.639382 + Penalty 2475.452138 = -150904.187244
  nChanged 55
		SP:Iteration 6Q (142927.480000 sec): 3 clusters
  Score: Raw -153421.408723 + Penalty 2475.452138 = -150945.956585
  nChanged 31
		SP:Iteration 7Q (142927.660000 sec): 3 clusters
  Score: Raw -153444.767525 + Penalty 2475.452138 = -150969.315387
  nChanged 18
		SP:Iteration 8Q (142927.710000 sec): 3 clusters
  Score: Raw -153457.436500 + Penalty 2475.452138 = -150981.984362
  nChanged 12
		SP:Iteration 9Q (142927.750000 sec): 3 clusters
  Score: Raw -153474.587632 + Penalty 2475.452138 = -150999.135494
  nChanged 21
		SP:Iteration 10Q (142927.790000 sec): 3 clusters
  Score: Raw -153491.913663 + Penalty 2475.452138 = -151016.461526
  nChanged 29
		SP:Iteration 11Q (142927.840000 sec): 3 clusters
  Score: Raw -153511.265631 + Penalty 2475.452138 = -151035.813493
  nChanged 16
		SP:Iteration 12Q (142927.880000 sec): 3 clusters
  Score: Raw -153521.870073 + Penalty 2475.452138 = -151046.417935
  nChanged 13
		SP:Iteration 13Q (142927.920000 sec): 3 clusters
  Score: Raw -153536.457533 + Penalty 2475.452138 = -151061.005395
  nChanged 17
		SP:Iteration 14Q (142927.960000 sec): 3 clusters
  Score: Raw -153558.996508 + Penalty 2475.452138 = -151083.544371
  nChanged 18
		SP:Iteration 15Q (142928.000000 sec): 3 clusters
  Score: Raw -153575.836984 + Penalty 2475.452138 = -151100.384846
  nChanged 13
		SP:Iteration 16Q (142928.050000 sec): 3 clusters
  Score: Raw -153582.823648 + Penalty 2475.452138 = -151107.371510
  nChanged 8
		SP:Iteration 17Q (142928.090000 sec): 3 clusters
  Score: Raw -153585.374263 + Penalty 2475.452138 = -151109.922125
  nChanged 3
		SP:Iteration 18Q (142928.240000 sec): 3 clusters
  Score: Raw -153586.645473 + Penalty 2475.452138 = -151111.193335
  nChanged 9
		SP:Iteration 19Q (142928.410000 sec): 3 clusters
  Score: Raw -153590.141270 + Penalty 2475.452138 = -151114.689133
  nChanged 3
		SP:Iteration 20F (142928.590000 sec): 3 clusters
  Score: Raw -153591.476537 + Penalty 2475.452138 = -151116.024399
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142928.670000 sec): 2 clusters
  Score: Raw -201785.598327 + Penalty 1274.434115 = -200511.164212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142928.850000 sec): 3 clusters
  Score: Raw -200663.333153 + Penalty 2548.868229 = -198114.464923
  nChanged 944
		SP:Iteration 1F (142929.020000 sec): 3 clusters
  Score: Raw -201331.071064 + Penalty 2548.868229 = -198782.202835
  nChanged 261
		SP:Iteration 2F (142929.200000 sec): 3 clusters
  Score: Raw -201573.374822 + Penalty 2548.868229 = -199024.506592
  nChanged 173
		SP:Iteration 3F (142929.370000 sec): 3 clusters
  Score: Raw -201727.007787 + Penalty 2548.868229 = -199178.139557
  nChanged 120
		SP:Iteration 4Q (142929.550000 sec): 3 clusters
  Score: Raw -201804.613148 + Penalty 2548.868229 = -199255.744918
  nChanged 79
		SP:Iteration 5Q (142929.730000 sec): 3 clusters
  Score: Raw -201857.952794 + Penalty 2548.868229 = -199309.084565
  nChanged 71
		SP:Iteration 6Q (142929.900000 sec): 3 clusters
  Score: Raw -201909.284990 + Penalty 2548.868229 = -199360.416761
  nChanged 60
		SP:Iteration 7Q (142930.080000 sec): 3 clusters
  Score: Raw -201961.530171 + Penalty 2548.868229 = -199412.661942
  nChanged 66
		SP:Iteration 8Q (142930.250000 sec): 3 clusters
  Score: Raw -202008.855757 + Penalty 2548.868229 = -199459.987527
  nChanged 63
		SP:Iteration 9Q (142930.430000 sec): 3 clusters
  Score: Raw -202061.302849 + Penalty 2548.868229 = -199512.434619
  nChanged 47
		SP:Iteration 10Q (142930.610000 sec): 3 clusters
  Score: Raw -202087.017924 + Penalty 2548.868229 = -199538.149695
  nChanged 33
		SP:Iteration 11Q (142930.780000 sec): 3 clusters
  Score: Raw -202104.808250 + Penalty 2548.868229 = -199555.940021
  nChanged 25
		SP:Iteration 12Q (142930.960000 sec): 3 clusters
  Score: Raw -202120.828190 + Penalty 2548.868229 = -199571.959961
  nChanged 27
		SP:Iteration 13Q (142931.130000 sec): 3 clusters
  Score: Raw -202136.616559 + Penalty 2548.868229 = -199587.748330
  nChanged 24
		SP:Iteration 14Q (142931.310000 sec): 3 clusters
  Score: Raw -202149.612369 + Penalty 2548.868229 = -199600.744140
  nChanged 22
		SP:Iteration 15Q (142931.490000 sec): 3 clusters
  Score: Raw -202161.201004 + Penalty 2548.868229 = -199612.332775
  nChanged 23
		SP:Iteration 16Q (142931.660000 sec): 3 clusters
  Score: Raw -202173.208380 + Penalty 2548.868229 = -199624.340151
  nChanged 19
		SP:Iteration 17Q (142931.840000 sec): 3 clusters
  Score: Raw -202183.743621 + Penalty 2548.868229 = -199634.875391
  nChanged 22
		SP:Iteration 18Q (142932.010000 sec): 3 clusters
  Score: Raw -202195.047572 + Penalty 2548.868229 = -199646.179343
  nChanged 14
		SP:Iteration 19Q (142932.190000 sec): 3 clusters
  Score: Raw -202200.109359 + Penalty 2548.868229 = -199651.241130
  nChanged 11
		SP:Iteration 20F (142932.370000 sec): 3 clusters
  Score: Raw -202204.841891 + Penalty 2548.868229 = -199655.973662
  nChanged 12
		SP:Iteration 21Q (142932.500000 sec): 3 clusters
  Score: Raw -202209.664657 + Penalty 2548.868229 = -199660.796428
  nChanged 9
		SP:Iteration 22Q (142932.670000 sec): 3 clusters
  Score: Raw -202211.833670 + Penalty 2548.868229 = -199662.965440
  nChanged 2
		SP:Iteration 23Q (142932.850000 sec): 3 clusters
  Score: Raw -202212.854364 + Penalty 2548.868229 = -199663.986134
  nChanged 0
		SP:Iteration 24F (142933.020000 sec): 3 clusters
  Score: Raw -202212.854364 + Penalty 2548.868229 = -199663.986134
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142933.130000 sec): 2 clusters
  Score: Raw -211615.353730 + Penalty 1330.436131 = -210284.917599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142933.310000 sec): 3 clusters
  Score: Raw -209884.815351 + Penalty 2660.872263 = -207223.943088
  nChanged 1429
		SP:Iteration 1F (142933.490000 sec): 3 clusters
  Score: Raw -211011.153622 + Penalty 2660.872263 = -208350.281359
  nChanged 407
		SP:Iteration 2F (142933.660000 sec): 3 clusters
  Score: Raw -211477.898215 + Penalty 2660.872263 = -208817.025952
  nChanged 331
		SP:Iteration 3F (142933.840000 sec): 3 clusters
  Score: Raw -211880.272946 + Penalty 2660.872263 = -209219.400684
  nChanged 233
		SP:Iteration 4F (142934.010000 sec): 3 clusters
  Score: Raw -212074.829963 + Penalty 2660.872263 = -209413.957700
  nChanged 144
		SP:Iteration 5Q (142934.190000 sec): 3 clusters
  Score: Raw -212180.170792 + Penalty 2660.872263 = -209519.298529
  nChanged 116
		SP:Iteration 6Q (142934.360000 sec): 3 clusters
  Score: Raw -212266.134777 + Penalty 2660.872263 = -209605.262514
  nChanged 94
		SP:Iteration 7Q (142934.540000 sec): 3 clusters
  Score: Raw -212339.710048 + Penalty 2660.872263 = -209678.837785
  nChanged 72
		SP:Iteration 8Q (142934.740000 sec): 3 clusters
  Score: Raw -212391.037905 + Penalty 2660.872263 = -209730.165643
  nChanged 62
		SP:Iteration 9Q (142934.910000 sec): 3 clusters
  Score: Raw -212432.688459 + Penalty 2660.872263 = -209771.816196
  nChanged 59
		SP:Iteration 10Q (142935.090000 sec): 3 clusters
  Score: Raw -212473.472881 + Penalty 2660.872263 = -209812.600618
  nChanged 53
		SP:Iteration 11Q (142935.270000 sec): 3 clusters
  Score: Raw -212504.672080 + Penalty 2660.872263 = -209843.799817
  nChanged 37
		SP:Iteration 12Q (142935.440000 sec): 3 clusters
  Score: Raw -212520.129168 + Penalty 2660.872263 = -209859.256905
  nChanged 28
		SP:Iteration 13Q (142935.620000 sec): 3 clusters
  Score: Raw -212531.034699 + Penalty 2660.872263 = -209870.162436
  nChanged 19
		SP:Iteration 14Q (142935.790000 sec): 3 clusters
  Score: Raw -212537.391274 + Penalty 2660.872263 = -209876.519011
  nChanged 14
		SP:Iteration 15Q (142935.970000 sec): 3 clusters
  Score: Raw -212541.523019 + Penalty 2660.872263 = -209880.650756
  nChanged 10
		SP:Iteration 16Q (142936.150000 sec): 3 clusters
  Score: Raw -212547.408007 + Penalty 2660.872263 = -209886.535744
  nChanged 13
		SP:Iteration 17Q (142936.320000 sec): 3 clusters
  Score: Raw -212553.000703 + Penalty 2660.872263 = -209892.128441
  nChanged 13
		SP:Iteration 18Q (142936.500000 sec): 3 clusters
  Score: Raw -212556.783255 + Penalty 2660.872263 = -209895.910992
  nChanged 11
		SP:Iteration 19Q (142936.670000 sec): 3 clusters
  Score: Raw -212559.155754 + Penalty 2660.872263 = -209898.283491
  nChanged 7
		SP:Iteration 20F (142936.850000 sec): 3 clusters
  Score: Raw -212566.581772 + Penalty 2660.872263 = -209905.709509
  nChanged 7
		SP:Iteration 21Q (142937.000000 sec): 3 clusters
  Score: Raw -212572.839078 + Penalty 2660.872263 = -209911.966816
  nChanged 10
		SP:Iteration 22Q (142937.160000 sec): 3 clusters
  Score: Raw -212575.025554 + Penalty 2660.872263 = -209914.153292
  nChanged 4
		SP:Iteration 23Q (142937.330000 sec): 3 clusters
  Score: Raw -212575.852766 + Penalty 2660.872263 = -209914.980503
  nChanged 4
		SP:Iteration 24Q (142937.510000 sec): 3 clusters
  Score: Raw -212578.490114 + Penalty 2660.872263 = -209917.617852
  nChanged 6
		SP:Iteration 25Q (142937.690000 sec): 3 clusters
  Score: Raw -212579.660715 + Penalty 2660.872263 = -209918.788452
  nChanged 2
		SP:Iteration 26Q (142937.860000 sec): 3 clusters
  Score: Raw -212580.204779 + Penalty 2660.872263 = -209919.332516
  nChanged 3
		SP:Iteration 27Q (142938.030000 sec): 3 clusters
  Score: Raw -212581.005271 + Penalty 2660.872263 = -209920.133008
  nChanged 5
		SP:Iteration 28Q (142938.210000 sec): 3 clusters
  Score: Raw -212581.869209 + Penalty 2660.872263 = -209920.996946
  nChanged 0
		SP:Iteration 29F (142938.390000 sec): 3 clusters
  Score: Raw -212581.869209 + Penalty 2660.872263 = -209920.996946
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142938.470000 sec): 2 clusters
  Score: Raw -235514.935141 + Penalty 1273.666699 = -234241.268442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142938.640000 sec): 3 clusters
  Score: Raw -234375.149987 + Penalty 2547.333398 = -231827.816589
  nChanged 977
		SP:Iteration 1F (142938.820000 sec): 3 clusters
  Score: Raw -235149.599250 + Penalty 2547.333398 = -232602.265853
  nChanged 280
		SP:Iteration 2F (142938.990000 sec): 3 clusters
  Score: Raw -235485.343452 + Penalty 2547.333398 = -232938.010054
  nChanged 212
		SP:Iteration 3F (142939.170000 sec): 3 clusters
  Score: Raw -235736.917861 + Penalty 2547.333398 = -233189.584463
  nChanged 168
		SP:Iteration 4F (142939.340000 sec): 3 clusters
  Score: Raw -235929.898670 + Penalty 2547.333398 = -233382.565272
  nChanged 123
		SP:Iteration 5Q (142939.520000 sec): 3 clusters
  Score: Raw -236066.670395 + Penalty 2547.333398 = -233519.336997
  nChanged 75
		SP:Iteration 6Q (142939.690000 sec): 3 clusters
  Score: Raw -236135.533141 + Penalty 2547.333398 = -233588.199743
  nChanged 55
		SP:Iteration 7Q (142939.870000 sec): 3 clusters
  Score: Raw -236179.791779 + Penalty 2547.333398 = -233632.458381
  nChanged 39
		SP:Iteration 8Q (142940.050000 sec): 3 clusters
  Score: Raw -236207.157015 + Penalty 2547.333398 = -233659.823618
  nChanged 31
		SP:Iteration 9Q (142940.220000 sec): 3 clusters
  Score: Raw -236227.503962 + Penalty 2547.333398 = -233680.170564
  nChanged 20
		SP:Iteration 10Q (142940.400000 sec): 3 clusters
  Score: Raw -236239.790410 + Penalty 2547.333398 = -233692.457012
  nChanged 13
		SP:Iteration 11Q (142940.570000 sec): 3 clusters
  Score: Raw -236249.186066 + Penalty 2547.333398 = -233701.852669
  nChanged 14
		SP:Iteration 12Q (142940.750000 sec): 3 clusters
  Score: Raw -236257.982846 + Penalty 2547.333398 = -233710.649448
  nChanged 4
		SP:Iteration 13Q (142940.930000 sec): 3 clusters
  Score: Raw -236260.572714 + Penalty 2547.333398 = -233713.239317
  nChanged 1
		SP:Iteration 14Q (142941.100000 sec): 3 clusters
  Score: Raw -236260.881552 + Penalty 2547.333398 = -233713.548154
  nChanged 2
		SP:Iteration 15Q (142941.280000 sec): 3 clusters
  Score: Raw -236261.474394 + Penalty 2547.333398 = -233714.140996
  nChanged 2
		SP:Iteration 16Q (142941.450000 sec): 3 clusters
  Score: Raw -236261.978153 + Penalty 2547.333398 = -233714.644756
  nChanged 1
		SP:Iteration 17Q (142941.610000 sec): 3 clusters
  Score: Raw -236262.103441 + Penalty 2547.333398 = -233714.770043
  nChanged 0
		SP:Iteration 18F (142941.770000 sec): 3 clusters
  Score: Raw -236262.103441 + Penalty 2547.333398 = -233714.770043
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (11397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142941.940000 sec): 2 clusters
  Score: Raw -991249.722727 + Penalty 1517.929634 = -989731.793093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142942.150000 sec): 3 clusters
  Score: Raw -984702.986018 + Penalty 3035.859269 = -981667.126750
  nChanged 4968
		SP:Iteration 1F (142942.370000 sec): 3 clusters
  Score: Raw -987702.559114 + Penalty 3035.859269 = -984666.699846
  nChanged 918
		SP:Iteration 2F (142942.580000 sec): 3 clusters
  Score: Raw -988323.870852 + Penalty 3035.859269 = -985288.011584
  nChanged 856
		SP:Iteration 3F (142942.790000 sec): 3 clusters
  Score: Raw -988899.750392 + Penalty 3035.859269 = -985863.891123
  nChanged 744
		SP:Iteration 4F (142943.010000 sec): 3 clusters
  Score: Raw -989371.783515 + Penalty 3035.859269 = -986335.924247
  nChanged 617
		SP:Iteration 5F (142943.220000 sec): 3 clusters
  Score: Raw -989752.335650 + Penalty 3035.859269 = -986716.476381
  nChanged 503
		SP:Iteration 6Q (142943.480000 sec): 3 clusters
  Score: Raw -990040.724246 + Penalty 3035.859269 = -987004.864977
  nChanged 420
		SP:Iteration 7Q (142943.730000 sec): 3 clusters
  Score: Raw -990268.824366 + Penalty 3035.859269 = -987232.965097
  nChanged 368
		SP:Iteration 8Q (142943.990000 sec): 3 clusters
  Score: Raw -990470.899604 + Penalty 3035.859269 = -987435.040335
  nChanged 305
		SP:Iteration 9Q (142944.210000 sec): 3 clusters
  Score: Raw -990633.742332 + Penalty 3035.859269 = -987597.883063
  nChanged 267
		SP:Iteration 10Q (142944.420000 sec): 3 clusters
  Score: Raw -990766.284786 + Penalty 3035.859269 = -987730.425518
  nChanged 228
		SP:Iteration 11Q (142944.630000 sec): 3 clusters
  Score: Raw -990875.716112 + Penalty 3035.859269 = -987839.856844
  nChanged 193
		SP:Iteration 12Q (142944.790000 sec): 3 clusters
  Score: Raw -990973.180664 + Penalty 3035.859269 = -987937.321396
  nChanged 190
		SP:Iteration 13Q (142945.030000 sec): 3 clusters
  Score: Raw -991063.242366 + Penalty 3035.859269 = -988027.383098
  nChanged 141
		SP:Iteration 14Q (142945.290000 sec): 3 clusters
  Score: Raw -991126.662449 + Penalty 3035.859269 = -988090.803181
  nChanged 113
		SP:Iteration 15Q (142945.450000 sec): 3 clusters
  Score: Raw -991171.302250 + Penalty 3035.859269 = -988135.442982
  nChanged 103
		SP:Iteration 16Q (142945.640000 sec): 3 clusters
  Score: Raw -991219.778744 + Penalty 3035.859269 = -988183.919475
  nChanged 100
		SP:Iteration 17Q (142945.870000 sec): 3 clusters
  Score: Raw -991271.655628 + Penalty 3035.859269 = -988235.796360
  nChanged 109
		SP:Iteration 18Q (142946.090000 sec): 3 clusters
  Score: Raw -991323.358658 + Penalty 3035.859269 = -988287.499389
  nChanged 103
		SP:Iteration 19Q (142946.300000 sec): 3 clusters
  Score: Raw -991375.657587 + Penalty 3035.859269 = -988339.798318
  nChanged 108
		SP:Iteration 20F (142946.560000 sec): 3 clusters
  Score: Raw -991433.839887 + Penalty 3035.859269 = -988397.980618
  nChanged 120
		SP:Iteration 21Q (142946.700000 sec): 3 clusters
  Score: Raw -991500.305005 + Penalty 3035.859269 = -988464.445736
  nChanged 117
		SP:Iteration 22Q (142946.960000 sec): 3 clusters
  Score: Raw -991558.497725 + Penalty 3035.859269 = -988522.638457
  nChanged 90
		SP:Iteration 23Q (142947.170000 sec): 3 clusters
  Score: Raw -991602.300004 + Penalty 3035.859269 = -988566.440736
  nChanged 101
		SP:Iteration 24Q (142947.380000 sec): 3 clusters
  Score: Raw -991650.782330 + Penalty 3035.859269 = -988614.923062
  nChanged 79
		SP:Iteration 25Q (142947.540000 sec): 3 clusters
  Score: Raw -991685.637936 + Penalty 3035.859269 = -988649.778667
  nChanged 59
		SP:Iteration 26Q (142947.770000 sec): 3 clusters
  Score: Raw -991707.694692 + Penalty 3035.859269 = -988671.835423
  nChanged 49
		SP:Iteration 27Q (142947.980000 sec): 3 clusters
  Score: Raw -991726.202411 + Penalty 3035.859269 = -988690.343143
  nChanged 45
		SP:Iteration 28Q (142948.190000 sec): 3 clusters
  Score: Raw -991744.016725 + Penalty 3035.859269 = -988708.157456
  nChanged 45
		SP:Iteration 29Q (142948.410000 sec): 3 clusters
  Score: Raw -991757.873607 + Penalty 3035.859269 = -988722.014338
  nChanged 45
		SP:Iteration 30Q (142948.610000 sec): 3 clusters
  Score: Raw -991774.155906 + Penalty 3035.859269 = -988738.296637
  nChanged 50
		SP:Iteration 31Q (142948.770000 sec): 3 clusters
  Score: Raw -991791.315367 + Penalty 3035.859269 = -988755.456098
  nChanged 47
		SP:Iteration 32Q (142948.930000 sec): 3 clusters
  Score: Raw -991808.010869 + Penalty 3035.859269 = -988772.151600
  nChanged 36
		SP:Iteration 33Q (142949.210000 sec): 3 clusters
  Score: Raw -991819.263758 + Penalty 3035.859269 = -988783.404490
  nChanged 30
		SP:Iteration 34Q (142949.430000 sec): 3 clusters
  Score: Raw -991831.444995 + Penalty 3035.859269 = -988795.585726
  nChanged 47
		SP:Iteration 35Q (142949.630000 sec): 3 clusters
  Score: Raw -991850.619133 + Penalty 3035.859269 = -988814.759864
  nChanged 42
		SP:Iteration 36Q (142949.880000 sec): 3 clusters
  Score: Raw -991866.081828 + Penalty 3035.859269 = -988830.222559
  nChanged 29
		SP:Iteration 37Q (142950.140000 sec): 3 clusters
  Score: Raw -991875.658873 + Penalty 3035.859269 = -988839.799605
  nChanged 34
		SP:Iteration 38Q (142950.360000 sec): 3 clusters
  Score: Raw -991883.810520 + Penalty 3035.859269 = -988847.951251
  nChanged 24
		SP:Iteration 39Q (142950.570000 sec): 3 clusters
  Score: Raw -991895.232830 + Penalty 3035.859269 = -988859.373561
  nChanged 21
		SP:Iteration 40F (142950.790000 sec): 3 clusters
  Score: Raw -991904.410451 + Penalty 3035.859269 = -988868.551183
  nChanged 28
		SP:Iteration 41Q (142951.010000 sec): 3 clusters
  Score: Raw -991913.379108 + Penalty 3035.859269 = -988877.519840
  nChanged 26
		SP:Iteration 42Q (142951.220000 sec): 3 clusters
  Score: Raw -991920.068236 + Penalty 3035.859269 = -988884.208968
  nChanged 20
		SP:Iteration 43Q (142951.430000 sec): 3 clusters
  Score: Raw -991925.101679 + Penalty 3035.859269 = -988889.242410
  nChanged 14
		SP:Iteration 44Q (142951.650000 sec): 3 clusters
  Score: Raw -991927.507356 + Penalty 3035.859269 = -988891.648087
  nChanged 9
		SP:Iteration 45Q (142951.860000 sec): 3 clusters
  Score: Raw -991929.143426 + Penalty 3035.859269 = -988893.284157
  nChanged 4
		SP:Iteration 46Q (142952.080000 sec): 3 clusters
  Score: Raw -991930.252519 + Penalty 3035.859269 = -988894.393250
  nChanged 7
		SP:Iteration 47Q (142952.290000 sec): 3 clusters
  Score: Raw -991931.435053 + Penalty 3035.859269 = -988895.575784
  nChanged 5
		SP:Iteration 48Q (142952.510000 sec): 3 clusters
  Score: Raw -991932.535152 + Penalty 3035.859269 = -988896.675883
  nChanged 7
		SP:Iteration 49Q (142952.720000 sec): 3 clusters
  Score: Raw -991933.977509 + Penalty 3035.859269 = -988898.118240
  nChanged 8
		SP:Iteration 50Q (142952.930000 sec): 3 clusters
  Score: Raw -991934.845413 + Penalty 3035.859269 = -988898.986144
  nChanged 2
		SP:Iteration 51Q (142953.150000 sec): 3 clusters
  Score: Raw -991934.964499 + Penalty 3035.859269 = -988899.105230
  nChanged 0
		SP:Iteration 52F (142953.390000 sec): 3 clusters
  Score: Raw -991934.964499 + Penalty 3035.859269 = -988899.105230
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (3338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142953.460000 sec): 2 clusters
  Score: Raw -270621.415766 + Penalty 1318.383154 = -269303.032611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142953.540000 sec): 3 clusters
  Score: Raw -269096.853665 + Penalty 2636.766309 = -266460.087356
  nChanged 1246
		SP:Iteration 1F (142953.610000 sec): 3 clusters
  Score: Raw -270035.322834 + Penalty 2636.766309 = -267398.556525
  nChanged 358
		SP:Iteration 2F (142953.680000 sec): 3 clusters
  Score: Raw -270376.907441 + Penalty 2636.766309 = -267740.141132
  nChanged 271
		SP:Iteration 3F (142953.750000 sec): 3 clusters
  Score: Raw -270602.575637 + Penalty 2636.766309 = -267965.809329
  nChanged 171
		SP:Iteration 4F (142953.810000 sec): 3 clusters
  Score: Raw -270753.520179 + Penalty 2636.766309 = -268116.753870
  nChanged 125
		SP:Iteration 5Q (142953.890000 sec): 3 clusters
  Score: Raw -270825.238786 + Penalty 2636.766309 = -268188.472477
  nChanged 94
		SP:Iteration 6Q (142953.950000 sec): 3 clusters
  Score: Raw -270876.994626 + Penalty 2636.766309 = -268240.228317
  nChanged 64
		SP:Iteration 7Q (142954.020000 sec): 3 clusters
  Score: Raw -270919.818139 + Penalty 2636.766309 = -268283.051830
  nChanged 67
		SP:Iteration 8Q (142954.100000 sec): 3 clusters
  Score: Raw -270963.415733 + Penalty 2636.766309 = -268326.649425
  nChanged 64
		SP:Iteration 9Q (142954.170000 sec): 3 clusters
  Score: Raw -271005.895589 + Penalty 2636.766309 = -268369.129280
  nChanged 55
		SP:Iteration 10Q (142954.240000 sec): 3 clusters
  Score: Raw -271049.065447 + Penalty 2636.766309 = -268412.299138
  nChanged 56
		SP:Iteration 11Q (142954.300000 sec): 3 clusters
  Score: Raw -271088.021175 + Penalty 2636.766309 = -268451.254866
  nChanged 53
		SP:Iteration 12Q (142954.380000 sec): 3 clusters
  Score: Raw -271124.995522 + Penalty 2636.766309 = -268488.229214
  nChanged 49
		SP:Iteration 13Q (142954.440000 sec): 3 clusters
  Score: Raw -271157.835650 + Penalty 2636.766309 = -268521.069341
  nChanged 51
		SP:Iteration 14Q (142954.510000 sec): 3 clusters
  Score: Raw -271194.540414 + Penalty 2636.766309 = -268557.774105
  nChanged 49
		SP:Iteration 15Q (142954.580000 sec): 3 clusters
  Score: Raw -271228.600868 + Penalty 2636.766309 = -268591.834559
  nChanged 45
		SP:Iteration 16Q (142954.650000 sec): 3 clusters
  Score: Raw -271252.800273 + Penalty 2636.766309 = -268616.033964
  nChanged 38
		SP:Iteration 17Q (142954.800000 sec): 3 clusters
  Score: Raw -271270.968577 + Penalty 2636.766309 = -268634.202268
  nChanged 28
		SP:Iteration 18Q (142954.970000 sec): 3 clusters
  Score: Raw -271283.603321 + Penalty 2636.766309 = -268646.837012
  nChanged 20
		SP:Iteration 19Q (142955.150000 sec): 3 clusters
  Score: Raw -271292.996699 + Penalty 2636.766309 = -268656.230390
  nChanged 12
		SP:Iteration 20F (142955.290000 sec): 3 clusters
  Score: Raw -271298.343109 + Penalty 2636.766309 = -268661.576800
  nChanged 15
		SP:Iteration 21Q (142955.360000 sec): 3 clusters
  Score: Raw -271305.023128 + Penalty 2636.766309 = -268668.256819
  nChanged 16
		SP:Iteration 22Q (142955.430000 sec): 3 clusters
  Score: Raw -271311.303925 + Penalty 2636.766309 = -268674.537616
  nChanged 13
		SP:Iteration 23Q (142955.500000 sec): 3 clusters
  Score: Raw -271315.067430 + Penalty 2636.766309 = -268678.301121
  nChanged 9
		SP:Iteration 24Q (142955.560000 sec): 3 clusters
  Score: Raw -271318.583296 + Penalty 2636.766309 = -268681.816987
  nChanged 6
		SP:Iteration 25Q (142955.630000 sec): 3 clusters
  Score: Raw -271320.608031 + Penalty 2636.766309 = -268683.841722
  nChanged 8
		SP:Iteration 26Q (142955.700000 sec): 3 clusters
  Score: Raw -271322.757349 + Penalty 2636.766309 = -268685.991040
  nChanged 7
		SP:Iteration 27Q (142955.770000 sec): 3 clusters
  Score: Raw -271325.221290 + Penalty 2636.766309 = -268688.454981
  nChanged 3
		SP:Iteration 28Q (142955.840000 sec): 3 clusters
  Score: Raw -271326.122573 + Penalty 2636.766309 = -268689.356264
  nChanged 4
		SP:Iteration 29Q (142955.910000 sec): 3 clusters
  Score: Raw -271328.337452 + Penalty 2636.766309 = -268691.571143
  nChanged 7
		SP:Iteration 30Q (142955.980000 sec): 3 clusters
  Score: Raw -271331.415791 + Penalty 2636.766309 = -268694.649482
  nChanged 5
		SP:Iteration 31Q (142956.040000 sec): 3 clusters
  Score: Raw -271333.359144 + Penalty 2636.766309 = -268696.592835
  nChanged 6
		SP:Iteration 32Q (142956.110000 sec): 3 clusters
  Score: Raw -271334.840817 + Penalty 2636.766309 = -268698.074508
  nChanged 4
		SP:Iteration 33Q (142956.180000 sec): 3 clusters
  Score: Raw -271336.641965 + Penalty 2636.766309 = -268699.875656
  nChanged 5
		SP:Iteration 34Q (142956.250000 sec): 3 clusters
  Score: Raw -271338.237310 + Penalty 2636.766309 = -268701.471001
  nChanged 3
		SP:Iteration 35Q (142956.320000 sec): 3 clusters
  Score: Raw -271339.009930 + Penalty 2636.766309 = -268702.243621
  nChanged 1
		SP:Iteration 36Q (142956.380000 sec): 3 clusters
  Score: Raw -271339.497266 + Penalty 2636.766309 = -268702.730957
  nChanged 2
		SP:Iteration 37Q (142956.450000 sec): 3 clusters
  Score: Raw -271340.739998 + Penalty 2636.766309 = -268703.973689
  nChanged 5
		SP:Iteration 38Q (142956.520000 sec): 3 clusters
  Score: Raw -271343.097499 + Penalty 2636.766309 = -268706.331190
  nChanged 6
		SP:Iteration 39Q (142956.590000 sec): 3 clusters
  Score: Raw -271345.273238 + Penalty 2636.766309 = -268708.506929
  nChanged 6
		SP:Iteration 40F (142956.660000 sec): 3 clusters
  Score: Raw -271347.517672 + Penalty 2636.766309 = -268710.751363
  nChanged 6
		SP:Iteration 41Q (142956.730000 sec): 3 clusters
  Score: Raw -271350.912291 + Penalty 2636.766309 = -268714.145982
  nChanged 6
		SP:Iteration 42Q (142956.800000 sec): 3 clusters
  Score: Raw -271352.573221 + Penalty 2636.766309 = -268715.806912
  nChanged 2
		SP:Iteration 43Q (142956.860000 sec): 3 clusters
  Score: Raw -271353.024367 + Penalty 2636.766309 = -268716.258058
  nChanged 0
		SP:Iteration 44F (142956.930000 sec): 3 clusters
  Score: Raw -271353.024367 + Penalty 2636.766309 = -268716.258058
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (2022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142957.020000 sec): 2 clusters
  Score: Raw -189045.759690 + Penalty 1236.924390 = -187808.835300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142957.200000 sec): 3 clusters
  Score: Raw -188199.320100 + Penalty 2473.848780 = -185725.471320
  nChanged 671
		SP:Iteration 1F (142957.290000 sec): 3 clusters
  Score: Raw -188623.807807 + Penalty 2473.848780 = -186149.959027
  nChanged 154
		SP:Iteration 2F (142957.330000 sec): 3 clusters
  Score: Raw -188737.159673 + Penalty 2473.848780 = -186263.310893
  nChanged 101
		SP:Iteration 3Q (142957.380000 sec): 3 clusters
  Score: Raw -188815.063139 + Penalty 2473.848780 = -186341.214359
  nChanged 85
		SP:Iteration 4Q (142957.420000 sec): 3 clusters
  Score: Raw -188879.957211 + Penalty 2473.848780 = -186406.108432
  nChanged 74
		SP:Iteration 5Q (142957.460000 sec): 3 clusters
  Score: Raw -188936.298190 + Penalty 2473.848780 = -186462.449410
  nChanged 69
		SP:Iteration 6Q (142957.500000 sec): 3 clusters
  Score: Raw -188986.629817 + Penalty 2473.848780 = -186512.781037
  nChanged 64
		SP:Iteration 7Q (142957.550000 sec): 3 clusters
  Score: Raw -189029.840635 + Penalty 2473.848780 = -186555.991855
  nChanged 53
		SP:Iteration 8Q (142957.590000 sec): 3 clusters
  Score: Raw -189063.718029 + Penalty 2473.848780 = -186589.869249
  nChanged 39
		SP:Iteration 9Q (142957.630000 sec): 3 clusters
  Score: Raw -189091.012321 + Penalty 2473.848780 = -186617.163541
  nChanged 40
		SP:Iteration 10Q (142957.670000 sec): 3 clusters
  Score: Raw -189118.943477 + Penalty 2473.848780 = -186645.094697
  nChanged 34
		SP:Iteration 11Q (142957.710000 sec): 3 clusters
  Score: Raw -189141.855835 + Penalty 2473.848780 = -186668.007055
  nChanged 27
		SP:Iteration 12Q (142957.750000 sec): 3 clusters
  Score: Raw -189161.197716 + Penalty 2473.848780 = -186687.348936
  nChanged 21
		SP:Iteration 13Q (142957.790000 sec): 3 clusters
  Score: Raw -189172.267422 + Penalty 2473.848780 = -186698.418643
  nChanged 13
		SP:Iteration 14Q (142957.840000 sec): 3 clusters
  Score: Raw -189178.935447 + Penalty 2473.848780 = -186705.086667
  nChanged 8
		SP:Iteration 15Q (142957.880000 sec): 3 clusters
  Score: Raw -189182.553922 + Penalty 2473.848780 = -186708.705142
  nChanged 9
		SP:Iteration 16Q (142957.920000 sec): 3 clusters
  Score: Raw -189187.508914 + Penalty 2473.848780 = -186713.660135
  nChanged 9
		SP:Iteration 17Q (142957.960000 sec): 3 clusters
  Score: Raw -189194.484553 + Penalty 2473.848780 = -186720.635773
  nChanged 14
		SP:Iteration 18Q (142958.010000 sec): 3 clusters
  Score: Raw -189205.290506 + Penalty 2473.848780 = -186731.441726
  nChanged 9
		SP:Iteration 19Q (142958.050000 sec): 3 clusters
  Score: Raw -189210.180569 + Penalty 2473.848780 = -186736.331789
  nChanged 8
		SP:Iteration 20F (142958.090000 sec): 3 clusters
  Score: Raw -189214.600763 + Penalty 2473.848780 = -186740.751983
  nChanged 6
		SP:Iteration 21Q (142958.130000 sec): 3 clusters
  Score: Raw -189217.546519 + Penalty 2473.848780 = -186743.697739
  nChanged 2
		SP:Iteration 22Q (142958.170000 sec): 3 clusters
  Score: Raw -189218.120141 + Penalty 2473.848780 = -186744.271361
  nChanged 2
		SP:Iteration 23Q (142958.210000 sec): 3 clusters
  Score: Raw -189219.252276 + Penalty 2473.848780 = -186745.403496
  nChanged 4
		SP:Iteration 24Q (142958.260000 sec): 3 clusters
  Score: Raw -189222.050645 + Penalty 2473.848780 = -186748.201865
  nChanged 4
		SP:Iteration 25Q (142958.300000 sec): 3 clusters
  Score: Raw -189224.542936 + Penalty 2473.848780 = -186750.694156
  nChanged 3
		SP:Iteration 26Q (142958.340000 sec): 3 clusters
  Score: Raw -189226.794862 + Penalty 2473.848780 = -186752.946083
  nChanged 1
		SP:Iteration 27Q (142958.380000 sec): 3 clusters
  Score: Raw -189227.391096 + Penalty 2473.848780 = -186753.542316
  nChanged 1
		SP:Iteration 28Q (142958.430000 sec): 3 clusters
  Score: Raw -189227.782951 + Penalty 2473.848780 = -186753.934172
  nChanged 2
		SP:Iteration 29Q (142958.590000 sec): 3 clusters
  Score: Raw -189229.188505 + Penalty 2473.848780 = -186755.339725
  nChanged 1
		SP:Iteration 30Q (142958.760000 sec): 3 clusters
  Score: Raw -189230.022312 + Penalty 2473.848780 = -186756.173532
  nChanged 0
		SP:Iteration 31F (142958.820000 sec): 3 clusters
  Score: Raw -189230.022312 + Penalty 2473.848780 = -186756.173532
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (4809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142958.950000 sec): 2 clusters
  Score: Raw -375474.995614 + Penalty 1377.714722 = -374097.280892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142959.120000 sec): 3 clusters
  Score: Raw -373016.671945 + Penalty 2755.429443 = -370261.242502
  nChanged 1919
		SP:Iteration 1F (142959.280000 sec): 3 clusters
  Score: Raw -374178.770698 + Penalty 2755.429443 = -371423.341255
  nChanged 403
		SP:Iteration 2F (142959.370000 sec): 3 clusters
  Score: Raw -374491.014735 + Penalty 2755.429443 = -371735.585291
  nChanged 345
		SP:Iteration 3F (142959.470000 sec): 3 clusters
  Score: Raw -374768.166551 + Penalty 2755.429443 = -372012.737107
  nChanged 288
		SP:Iteration 4F (142959.570000 sec): 3 clusters
  Score: Raw -374997.439537 + Penalty 2755.429443 = -372242.010094
  nChanged 251
		SP:Iteration 5F (142959.650000 sec): 3 clusters
  Score: Raw -375214.159802 + Penalty 2755.429443 = -372458.730358
  nChanged 222
		SP:Iteration 6Q (142959.750000 sec): 3 clusters
  Score: Raw -375406.527342 + Penalty 2755.429443 = -372651.097899
  nChanged 172
		SP:Iteration 7Q (142959.840000 sec): 3 clusters
  Score: Raw -375545.226077 + Penalty 2755.429443 = -372789.796633
  nChanged 159
		SP:Iteration 8Q (142959.930000 sec): 3 clusters
  Score: Raw -375659.861392 + Penalty 2755.429443 = -372904.431949
  nChanged 119
		SP:Iteration 9Q (142960.010000 sec): 3 clusters
  Score: Raw -375738.271376 + Penalty 2755.429443 = -372982.841933
  nChanged 90
		SP:Iteration 10Q (142960.100000 sec): 3 clusters
  Score: Raw -375793.241187 + Penalty 2755.429443 = -373037.811743
  nChanged 66
		SP:Iteration 11Q (142960.190000 sec): 3 clusters
  Score: Raw -375827.550620 + Penalty 2755.429443 = -373072.121177
  nChanged 39
		SP:Iteration 12Q (142960.280000 sec): 3 clusters
  Score: Raw -375847.348507 + Penalty 2755.429443 = -373091.919063
  nChanged 28
		SP:Iteration 13Q (142960.370000 sec): 3 clusters
  Score: Raw -375859.558977 + Penalty 2755.429443 = -373104.129534
  nChanged 23
		SP:Iteration 14Q (142960.450000 sec): 3 clusters
  Score: Raw -375868.045705 + Penalty 2755.429443 = -373112.616262
  nChanged 14
		SP:Iteration 15Q (142960.540000 sec): 3 clusters
  Score: Raw -375875.509623 + Penalty 2755.429443 = -373120.080180
  nChanged 13
		SP:Iteration 16Q (142960.630000 sec): 3 clusters
  Score: Raw -375881.985678 + Penalty 2755.429443 = -373126.556235
  nChanged 15
		SP:Iteration 17Q (142960.720000 sec): 3 clusters
  Score: Raw -375889.009740 + Penalty 2755.429443 = -373133.580296
  nChanged 15
		SP:Iteration 18Q (142960.810000 sec): 3 clusters
  Score: Raw -375895.836774 + Penalty 2755.429443 = -373140.407330
  nChanged 13
		SP:Iteration 19Q (142960.990000 sec): 3 clusters
  Score: Raw -375899.572027 + Penalty 2755.429443 = -373144.142584
  nChanged 8
		SP:Iteration 20F (142961.150000 sec): 3 clusters
  Score: Raw -375902.853935 + Penalty 2755.429443 = -373147.424492
  nChanged 11
		SP:Iteration 21Q (142961.320000 sec): 3 clusters
  Score: Raw -375906.339933 + Penalty 2755.429443 = -373150.910490
  nChanged 8
		SP:Iteration 22Q (142961.500000 sec): 3 clusters
  Score: Raw -375910.854588 + Penalty 2755.429443 = -373155.425145
  nChanged 11
		SP:Iteration 23Q (142961.670000 sec): 3 clusters
  Score: Raw -375917.298404 + Penalty 2755.429443 = -373161.868961
  nChanged 15
		SP:Iteration 24Q (142961.830000 sec): 3 clusters
  Score: Raw -375923.871039 + Penalty 2755.429443 = -373168.441595
  nChanged 15
		SP:Iteration 25Q (142962.020000 sec): 3 clusters
  Score: Raw -375929.895419 + Penalty 2755.429443 = -373174.465976
  nChanged 6
		SP:Iteration 26Q (142962.200000 sec): 3 clusters
  Score: Raw -375932.157387 + Penalty 2755.429443 = -373176.727944
  nChanged 5
		SP:Iteration 27Q (142962.370000 sec): 3 clusters
  Score: Raw -375936.409349 + Penalty 2755.429443 = -373180.979906
  nChanged 8
		SP:Iteration 28Q (142962.590000 sec): 3 clusters
  Score: Raw -375942.003034 + Penalty 2755.429443 = -373186.573590
  nChanged 13
		SP:Iteration 29Q (142962.730000 sec): 3 clusters
  Score: Raw -375947.533453 + Penalty 2755.429443 = -373192.104009
  nChanged 10
		SP:Iteration 30Q (142962.910000 sec): 3 clusters
  Score: Raw -375952.083668 + Penalty 2755.429443 = -373196.654224
  nChanged 9
		SP:Iteration 31Q (142963.080000 sec): 3 clusters
  Score: Raw -375956.459511 + Penalty 2755.429443 = -373201.030068
  nChanged 8
		SP:Iteration 32Q (142963.260000 sec): 3 clusters
  Score: Raw -375959.214991 + Penalty 2755.429443 = -373203.785547
  nChanged 8
		SP:Iteration 33Q (142963.430000 sec): 3 clusters
  Score: Raw -375963.149947 + Penalty 2755.429443 = -373207.720504
  nChanged 4
		SP:Iteration 34Q (142963.610000 sec): 3 clusters
  Score: Raw -375967.156879 + Penalty 2755.429443 = -373211.727436
  nChanged 7
		SP:Iteration 35Q (142963.790000 sec): 3 clusters
  Score: Raw -375969.458471 + Penalty 2755.429443 = -373214.029028
  nChanged 7
		SP:Iteration 36Q (142963.960000 sec): 3 clusters
  Score: Raw -375971.773431 + Penalty 2755.429443 = -373216.343988
  nChanged 1
		SP:Iteration 37Q (142964.140000 sec): 3 clusters
  Score: Raw -375972.254193 + Penalty 2755.429443 = -373216.824749
  nChanged 2
		SP:Iteration 38Q (142964.310000 sec): 3 clusters
  Score: Raw -375973.781240 + Penalty 2755.429443 = -373218.351797
  nChanged 2
		SP:Iteration 39Q (142964.490000 sec): 3 clusters
  Score: Raw -375974.022823 + Penalty 2755.429443 = -373218.593380
  nChanged 2
		SP:Iteration 40F (142964.670000 sec): 3 clusters
  Score: Raw -375974.375033 + Penalty 2755.429443 = -373218.945590
  nChanged 1
		SP:Iteration 41Q (142964.840000 sec): 3 clusters
  Score: Raw -375974.693159 + Penalty 2755.429443 = -373219.263716
  nChanged 1
		SP:Iteration 42Q (142965.010000 sec): 3 clusters
  Score: Raw -375975.433573 + Penalty 2755.429443 = -373220.004130
  nChanged 2
		SP:Iteration 43Q (142965.190000 sec): 3 clusters
  Score: Raw -375976.693653 + Penalty 2755.429443 = -373221.264209
  nChanged 4
		SP:Iteration 44Q (142965.370000 sec): 3 clusters
  Score: Raw -375978.370986 + Penalty 2755.429443 = -373222.941543
  nChanged 4
		SP:Iteration 45Q (142965.540000 sec): 3 clusters
  Score: Raw -375979.357742 + Penalty 2755.429443 = -373223.928299
  nChanged 1
		SP:Iteration 46Q (142965.720000 sec): 3 clusters
  Score: Raw -375979.580105 + Penalty 2755.429443 = -373224.150661
  nChanged 2
		SP:Iteration 47Q (142965.890000 sec): 3 clusters
  Score: Raw -375980.068291 + Penalty 2755.429443 = -373224.638848
  nChanged 2
		SP:Iteration 48Q (142966.070000 sec): 3 clusters
  Score: Raw -375980.591044 + Penalty 2755.429443 = -373225.161601
  nChanged 0
		SP:Iteration 49F (142966.250000 sec): 3 clusters
  Score: Raw -375980.591044 + Penalty 2755.429443 = -373225.161601
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (2848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142966.360000 sec): 2 clusters
  Score: Raw -235220.124776 + Penalty 1292.585494 = -233927.539282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142966.410000 sec): 3 clusters
  Score: Raw -233885.492207 + Penalty 2585.170989 = -231300.321219
  nChanged 1067
		SP:Iteration 1F (142966.470000 sec): 3 clusters
  Score: Raw -234580.066360 + Penalty 2585.170989 = -231994.895372
  nChanged 250
		SP:Iteration 2F (142966.520000 sec): 3 clusters
  Score: Raw -234794.738644 + Penalty 2585.170989 = -232209.567656
  nChanged 181
		SP:Iteration 3F (142966.580000 sec): 3 clusters
  Score: Raw -234952.496745 + Penalty 2585.170989 = -232367.325756
  nChanged 139
		SP:Iteration 4Q (142966.720000 sec): 3 clusters
  Score: Raw -235061.063857 + Penalty 2585.170989 = -232475.892868
  nChanged 116
		SP:Iteration 5Q (142966.880000 sec): 3 clusters
  Score: Raw -235147.839177 + Penalty 2585.170989 = -232562.668188
  nChanged 91
		SP:Iteration 6Q (142967.100000 sec): 3 clusters
  Score: Raw -235203.304268 + Penalty 2585.170989 = -232618.133279
  nChanged 74
		SP:Iteration 7Q (142967.210000 sec): 3 clusters
  Score: Raw -235240.687586 + Penalty 2585.170989 = -232655.516597
  nChanged 50
		SP:Iteration 8Q (142967.390000 sec): 3 clusters
  Score: Raw -235267.562032 + Penalty 2585.170989 = -232682.391044
  nChanged 52
		SP:Iteration 9Q (142967.570000 sec): 3 clusters
  Score: Raw -235299.795193 + Penalty 2585.170989 = -232714.624205
  nChanged 68
		SP:Iteration 10Q (142967.740000 sec): 3 clusters
  Score: Raw -235353.316709 + Penalty 2585.170989 = -232768.145720
  nChanged 77
		SP:Iteration 11Q (142967.920000 sec): 3 clusters
  Score: Raw -235415.709920 + Penalty 2585.170989 = -232830.538932
  nChanged 85
		SP:Iteration 12Q (142968.090000 sec): 3 clusters
  Score: Raw -235501.695690 + Penalty 2585.170989 = -232916.524702
  nChanged 92
		SP:Iteration 13Q (142968.270000 sec): 3 clusters
  Score: Raw -235582.768298 + Penalty 2585.170989 = -232997.597310
  nChanged 83
		SP:Iteration 14Q (142968.430000 sec): 3 clusters
  Score: Raw -235660.549785 + Penalty 2585.170989 = -233075.378796
  nChanged 74
		SP:Iteration 15Q (142968.600000 sec): 3 clusters
  Score: Raw -235720.850623 + Penalty 2585.170989 = -233135.679635
  nChanged 61
		SP:Iteration 16Q (142968.760000 sec): 3 clusters
  Score: Raw -235772.025436 + Penalty 2585.170989 = -233186.854447
  nChanged 65
		SP:Iteration 17Q (142968.920000 sec): 3 clusters
  Score: Raw -235827.788228 + Penalty 2585.170989 = -233242.617240
  nChanged 62
		SP:Iteration 18Q (142969.080000 sec): 3 clusters
  Score: Raw -235878.212586 + Penalty 2585.170989 = -233293.041597
  nChanged 51
		SP:Iteration 19Q (142969.250000 sec): 3 clusters
  Score: Raw -235928.927474 + Penalty 2585.170989 = -233343.756485
  nChanged 45
		SP:Iteration 20F (142969.450000 sec): 3 clusters
  Score: Raw -235970.407887 + Penalty 2585.170989 = -233385.236899
  nChanged 53
		SP:Iteration 21Q (142969.590000 sec): 3 clusters
  Score: Raw -236028.646901 + Penalty 2585.170989 = -233443.475912
  nChanged 37
		SP:Iteration 22Q (142969.750000 sec): 3 clusters
  Score: Raw -236068.666702 + Penalty 2585.170989 = -233483.495713
  nChanged 43
		SP:Iteration 23Q (142969.910000 sec): 3 clusters
  Score: Raw -236105.210648 + Penalty 2585.170989 = -233520.039659
  nChanged 37
		SP:Iteration 24Q (142970.080000 sec): 3 clusters
  Score: Raw -236138.564610 + Penalty 2585.170989 = -233553.393621
  nChanged 36
		SP:Iteration 25Q (142970.250000 sec): 3 clusters
  Score: Raw -236168.384195 + Penalty 2585.170989 = -233583.213206
  nChanged 36
		SP:Iteration 26Q (142970.430000 sec): 3 clusters
  Score: Raw -236192.165971 + Penalty 2585.170989 = -233606.994982
  nChanged 26
		SP:Iteration 27Q (142970.600000 sec): 3 clusters
  Score: Raw -236209.677900 + Penalty 2585.170989 = -233624.506912
  nChanged 23
		SP:Iteration 28Q (142970.780000 sec): 3 clusters
  Score: Raw -236224.815888 + Penalty 2585.170989 = -233639.644900
  nChanged 13
		SP:Iteration 29Q (142970.960000 sec): 3 clusters
  Score: Raw -236231.443357 + Penalty 2585.170989 = -233646.272368
  nChanged 12
		SP:Iteration 30Q (142971.130000 sec): 3 clusters
  Score: Raw -236238.502289 + Penalty 2585.170989 = -233653.331301
  nChanged 9
		SP:Iteration 31Q (142971.310000 sec): 3 clusters
  Score: Raw -236243.976705 + Penalty 2585.170989 = -233658.805716
  nChanged 9
		SP:Iteration 32Q (142971.480000 sec): 3 clusters
  Score: Raw -236249.537872 + Penalty 2585.170989 = -233664.366883
  nChanged 8
		SP:Iteration 33Q (142971.660000 sec): 3 clusters
  Score: Raw -236254.476377 + Penalty 2585.170989 = -233669.305389
  nChanged 4
		SP:Iteration 34Q (142971.840000 sec): 3 clusters
  Score: Raw -236256.955713 + Penalty 2585.170989 = -233671.784724
  nChanged 2
		SP:Iteration 35Q (142972.010000 sec): 3 clusters
  Score: Raw -236257.547815 + Penalty 2585.170989 = -233672.376826
  nChanged 2
		SP:Iteration 36Q (142972.190000 sec): 3 clusters
  Score: Raw -236258.512291 + Penalty 2585.170989 = -233673.341302
  nChanged 1
		SP:Iteration 37Q (142972.360000 sec): 3 clusters
  Score: Raw -236258.885906 + Penalty 2585.170989 = -233673.714917
  nChanged 1
		SP:Iteration 38Q (142972.540000 sec): 3 clusters
  Score: Raw -236259.457727 + Penalty 2585.170989 = -233674.286738
  nChanged 2
		SP:Iteration 39Q (142972.720000 sec): 3 clusters
  Score: Raw -236260.701829 + Penalty 2585.170989 = -233675.530840
  nChanged 1
		SP:Iteration 40F (142972.890000 sec): 3 clusters
  Score: Raw -236261.105792 + Penalty 2585.170989 = -233675.934803
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142972.980000 sec): 2 clusters
  Score: Raw -410823.792058 + Penalty 1384.854369 = -409438.937689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142973.150000 sec): 3 clusters
  Score: Raw -408163.436399 + Penalty 2769.708738 = -405393.727660
  nChanged 2085
		SP:Iteration 1F (142973.330000 sec): 3 clusters
  Score: Raw -409373.904245 + Penalty 2769.708738 = -406604.195507
  nChanged 423
		SP:Iteration 2F (142973.500000 sec): 3 clusters
  Score: Raw -409742.182035 + Penalty 2769.708738 = -406972.473297
  nChanged 384
		SP:Iteration 3F (142973.680000 sec): 3 clusters
  Score: Raw -410069.842067 + Penalty 2769.708738 = -407300.133328
  nChanged 334
		SP:Iteration 4F (142973.850000 sec): 3 clusters
  Score: Raw -410334.440580 + Penalty 2769.708738 = -407564.731842
  nChanged 283
		SP:Iteration 5F (142974.030000 sec): 3 clusters
  Score: Raw -410539.028237 + Penalty 2769.708738 = -407769.319498
  nChanged 225
		SP:Iteration 6Q (142974.200000 sec): 3 clusters
  Score: Raw -410685.597560 + Penalty 2769.708738 = -407915.888822
  nChanged 178
		SP:Iteration 7Q (142974.380000 sec): 3 clusters
  Score: Raw -410797.991837 + Penalty 2769.708738 = -408028.283098
  nChanged 159
		SP:Iteration 8Q (142974.550000 sec): 3 clusters
  Score: Raw -410898.868734 + Penalty 2769.708738 = -408129.159995
  nChanged 145
		SP:Iteration 9Q (142974.730000 sec): 3 clusters
  Score: Raw -410993.183550 + Penalty 2769.708738 = -408223.474812
  nChanged 141
		SP:Iteration 10Q (142974.900000 sec): 3 clusters
  Score: Raw -411082.640114 + Penalty 2769.708738 = -408312.931376
  nChanged 120
		SP:Iteration 11Q (142975.080000 sec): 3 clusters
  Score: Raw -411147.154742 + Penalty 2769.708738 = -408377.446003
  nChanged 90
		SP:Iteration 12Q (142975.250000 sec): 3 clusters
  Score: Raw -411208.914187 + Penalty 2769.708738 = -408439.205449
  nChanged 93
		SP:Iteration 13Q (142975.430000 sec): 3 clusters
  Score: Raw -411265.508479 + Penalty 2769.708738 = -408495.799740
  nChanged 82
		SP:Iteration 14Q (142975.600000 sec): 3 clusters
  Score: Raw -411309.964934 + Penalty 2769.708738 = -408540.256196
  nChanged 61
		SP:Iteration 15Q (142975.780000 sec): 3 clusters
  Score: Raw -411336.220518 + Penalty 2769.708738 = -408566.511780
  nChanged 53
		SP:Iteration 16Q (142975.960000 sec): 3 clusters
  Score: Raw -411354.519599 + Penalty 2769.708738 = -408584.810860
  nChanged 40
		SP:Iteration 17Q (142976.130000 sec): 3 clusters
  Score: Raw -411366.454766 + Penalty 2769.708738 = -408596.746028
  nChanged 48
		SP:Iteration 18Q (142976.300000 sec): 3 clusters
  Score: Raw -411384.079275 + Penalty 2769.708738 = -408614.370537
  nChanged 47
		SP:Iteration 19Q (142976.480000 sec): 3 clusters
  Score: Raw -411402.524846 + Penalty 2769.708738 = -408632.816108
  nChanged 31
		SP:Iteration 20F (142976.660000 sec): 3 clusters
  Score: Raw -411411.716165 + Penalty 2769.708738 = -408642.007427
  nChanged 21
		SP:Iteration 21Q (142976.830000 sec): 3 clusters
  Score: Raw -411417.048567 + Penalty 2769.708738 = -408647.339829
  nChanged 17
		SP:Iteration 22Q (142977.000000 sec): 3 clusters
  Score: Raw -411420.145498 + Penalty 2769.708738 = -408650.436760
  nChanged 10
		SP:Iteration 23Q (142977.180000 sec): 3 clusters
  Score: Raw -411422.125610 + Penalty 2769.708738 = -408652.416872
  nChanged 7
		SP:Iteration 24Q (142977.360000 sec): 3 clusters
  Score: Raw -411424.391377 + Penalty 2769.708738 = -408654.682639
  nChanged 7
		SP:Iteration 25Q (142977.530000 sec): 3 clusters
  Score: Raw -411427.302252 + Penalty 2769.708738 = -408657.593514
  nChanged 12
		SP:Iteration 26Q (142977.710000 sec): 3 clusters
  Score: Raw -411430.219834 + Penalty 2769.708738 = -408660.511096
  nChanged 11
		SP:Iteration 27Q (142977.880000 sec): 3 clusters
  Score: Raw -411433.705716 + Penalty 2769.708738 = -408663.996978
  nChanged 11
		SP:Iteration 28Q (142978.060000 sec): 3 clusters
  Score: Raw -411436.443303 + Penalty 2769.708738 = -408666.734565
  nChanged 8
		SP:Iteration 29Q (142978.230000 sec): 3 clusters
  Score: Raw -411438.579689 + Penalty 2769.708738 = -408668.870951
  nChanged 8
		SP:Iteration 30Q (142978.410000 sec): 3 clusters
  Score: Raw -411440.978305 + Penalty 2769.708738 = -408671.269567
  nChanged 14
		SP:Iteration 31Q (142978.580000 sec): 3 clusters
  Score: Raw -411444.420700 + Penalty 2769.708738 = -408674.711962
  nChanged 9
		SP:Iteration 32Q (142978.760000 sec): 3 clusters
  Score: Raw -411446.064288 + Penalty 2769.708738 = -408676.355550
  nChanged 3
		SP:Iteration 33Q (142978.940000 sec): 3 clusters
  Score: Raw -411446.278132 + Penalty 2769.708738 = -408676.569393
  nChanged 2
		SP:Iteration 34Q (142979.100000 sec): 3 clusters
  Score: Raw -411446.480511 + Penalty 2769.708738 = -408676.771773
  nChanged 2
		SP:Iteration 35Q (142979.270000 sec): 3 clusters
  Score: Raw -411446.965840 + Penalty 2769.708738 = -408677.257102
  nChanged 1
		SP:Iteration 36Q (142979.440000 sec): 3 clusters
  Score: Raw -411447.215355 + Penalty 2769.708738 = -408677.506617
  nChanged 1
		SP:Iteration 37Q (142979.620000 sec): 3 clusters
  Score: Raw -411447.249913 + Penalty 2769.708738 = -408677.541175
  nChanged 0
		SP:Iteration 38F (142979.800000 sec): 3 clusters
  Score: Raw -411447.249913 + Penalty 2769.708738 = -408677.541175
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (12200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142979.920000 sec): 2 clusters
  Score: Raw -1175724.095093 + Penalty 1528.993575 = -1174195.101518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142980.210000 sec): 3 clusters
  Score: Raw -1168611.680297 + Penalty 3057.987150 = -1165553.693147
  nChanged 5336
		SP:Iteration 1F (142980.430000 sec): 3 clusters
  Score: Raw -1171571.536262 + Penalty 3057.987150 = -1168513.549112
  nChanged 884
		SP:Iteration 2F (142980.690000 sec): 3 clusters
  Score: Raw -1172152.129067 + Penalty 3057.987150 = -1169094.141917
  nChanged 908
		SP:Iteration 3F (142980.900000 sec): 3 clusters
  Score: Raw -1172727.180011 + Penalty 3057.987150 = -1169669.192861
  nChanged 790
		SP:Iteration 4F (142981.080000 sec): 3 clusters
  Score: Raw -1173194.934811 + Penalty 3057.987150 = -1170136.947661
  nChanged 686
		SP:Iteration 5F (142981.340000 sec): 3 clusters
  Score: Raw -1173580.772053 + Penalty 3057.987150 = -1170522.784903
  nChanged 564
		SP:Iteration 6Q (142981.560000 sec): 3 clusters
  Score: Raw -1173924.916393 + Penalty 3057.987150 = -1170866.929243
  nChanged 534
		SP:Iteration 7Q (142981.850000 sec): 3 clusters
  Score: Raw -1174242.503270 + Penalty 3057.987150 = -1171184.516120
  nChanged 456
		SP:Iteration 8Q (142982.150000 sec): 3 clusters
  Score: Raw -1174490.446892 + Penalty 3057.987150 = -1171432.459742
  nChanged 365
		SP:Iteration 9Q (142982.410000 sec): 3 clusters
  Score: Raw -1174678.083585 + Penalty 3057.987150 = -1171620.096435
  nChanged 313
		SP:Iteration 10Q (142982.660000 sec): 3 clusters
  Score: Raw -1174834.839299 + Penalty 3057.987150 = -1171776.852150
  nChanged 267
		SP:Iteration 11Q (142982.920000 sec): 3 clusters
  Score: Raw -1174964.192600 + Penalty 3057.987150 = -1171906.205450
  nChanged 229
		SP:Iteration 12Q (142983.170000 sec): 3 clusters
  Score: Raw -1175075.237090 + Penalty 3057.987150 = -1172017.249940
  nChanged 195
		SP:Iteration 13Q (142983.420000 sec): 3 clusters
  Score: Raw -1175160.338507 + Penalty 3057.987150 = -1172102.351357
  nChanged 175
		SP:Iteration 14Q (142983.680000 sec): 3 clusters
  Score: Raw -1175248.894457 + Penalty 3057.987150 = -1172190.907307
  nChanged 173
		SP:Iteration 15Q (142983.940000 sec): 3 clusters
  Score: Raw -1175338.148502 + Penalty 3057.987150 = -1172280.161352
  nChanged 159
		SP:Iteration 16Q (142984.190000 sec): 3 clusters
  Score: Raw -1175401.784907 + Penalty 3057.987150 = -1172343.797757
  nChanged 139
		SP:Iteration 17Q (142984.440000 sec): 3 clusters
  Score: Raw -1175454.219443 + Penalty 3057.987150 = -1172396.232293
  nChanged 119
		SP:Iteration 18Q (142984.670000 sec): 3 clusters
  Score: Raw -1175488.278189 + Penalty 3057.987150 = -1172430.291039
  nChanged 97
		SP:Iteration 19Q (142984.940000 sec): 3 clusters
  Score: Raw -1175515.375792 + Penalty 3057.987150 = -1172457.388642
  nChanged 90
		SP:Iteration 20F (142985.160000 sec): 3 clusters
  Score: Raw -1175537.858706 + Penalty 3057.987150 = -1172479.871556
  nChanged 71
		SP:Iteration 21Q (142985.420000 sec): 3 clusters
  Score: Raw -1175553.819338 + Penalty 3057.987150 = -1172495.832188
  nChanged 66
		SP:Iteration 22Q (142985.670000 sec): 3 clusters
  Score: Raw -1175567.710840 + Penalty 3057.987150 = -1172509.723690
  nChanged 57
		SP:Iteration 23Q (142985.840000 sec): 3 clusters
  Score: Raw -1175578.120636 + Penalty 3057.987150 = -1172520.133486
  nChanged 42
		SP:Iteration 24Q (142986.030000 sec): 3 clusters
  Score: Raw -1175588.083399 + Penalty 3057.987150 = -1172530.096249
  nChanged 45
		SP:Iteration 25Q (142986.330000 sec): 3 clusters
  Score: Raw -1175596.841990 + Penalty 3057.987150 = -1172538.854840
  nChanged 41
		SP:Iteration 26Q (142986.580000 sec): 3 clusters
  Score: Raw -1175605.663796 + Penalty 3057.987150 = -1172547.676646
  nChanged 33
		SP:Iteration 27Q (142986.840000 sec): 3 clusters
  Score: Raw -1175613.324862 + Penalty 3057.987150 = -1172555.337712
  nChanged 44
		SP:Iteration 28Q (142987.090000 sec): 3 clusters
  Score: Raw -1175624.742215 + Penalty 3057.987150 = -1172566.755065
  nChanged 46
		SP:Iteration 29Q (142987.340000 sec): 3 clusters
  Score: Raw -1175634.427051 + Penalty 3057.987150 = -1172576.439901
  nChanged 40
		SP:Iteration 30Q (142987.600000 sec): 3 clusters
  Score: Raw -1175644.037824 + Penalty 3057.987150 = -1172586.050674
  nChanged 45
		SP:Iteration 31Q (142987.850000 sec): 3 clusters
  Score: Raw -1175653.194991 + Penalty 3057.987150 = -1172595.207841
  nChanged 44
		SP:Iteration 32Q (142988.100000 sec): 3 clusters
  Score: Raw -1175661.433867 + Penalty 3057.987150 = -1172603.446717
  nChanged 43
		SP:Iteration 33Q (142988.350000 sec): 3 clusters
  Score: Raw -1175670.048871 + Penalty 3057.987150 = -1172612.061721
  nChanged 42
		SP:Iteration 34Q (142988.570000 sec): 3 clusters
  Score: Raw -1175679.632976 + Penalty 3057.987150 = -1172621.645826
  nChanged 37
		SP:Iteration 35Q (142988.860000 sec): 3 clusters
  Score: Raw -1175685.895915 + Penalty 3057.987150 = -1172627.908765
  nChanged 32
		SP:Iteration 36Q (142989.080000 sec): 3 clusters
  Score: Raw -1175691.480280 + Penalty 3057.987150 = -1172633.493130
  nChanged 27
		SP:Iteration 37Q (142989.310000 sec): 3 clusters
  Score: Raw -1175695.756453 + Penalty 3057.987150 = -1172637.769303
  nChanged 21
		SP:Iteration 38Q (142989.600000 sec): 3 clusters
  Score: Raw -1175699.568653 + Penalty 3057.987150 = -1172641.581503
  nChanged 19
		SP:Iteration 39Q (142989.900000 sec): 3 clusters
  Score: Raw -1175702.645180 + Penalty 3057.987150 = -1172644.658030
  nChanged 22
		SP:Iteration 40F (142990.120000 sec): 3 clusters
  Score: Raw -1175706.116459 + Penalty 3057.987150 = -1172648.129309
  nChanged 17
		SP:Iteration 41Q (142990.370000 sec): 3 clusters
  Score: Raw -1175709.351048 + Penalty 3057.987150 = -1172651.363898
  nChanged 19
		SP:Iteration 42Q (142990.630000 sec): 3 clusters
  Score: Raw -1175713.274445 + Penalty 3057.987150 = -1172655.287295
  nChanged 26
		SP:Iteration 43Q (142990.880000 sec): 3 clusters
  Score: Raw -1175719.021263 + Penalty 3057.987150 = -1172661.034113
  nChanged 21
		SP:Iteration 44Q (142991.040000 sec): 3 clusters
  Score: Raw -1175722.816190 + Penalty 3057.987150 = -1172664.829040
  nChanged 18
		SP:Iteration 45Q (142991.280000 sec): 3 clusters
  Score: Raw -1175726.343709 + Penalty 3057.987150 = -1172668.356559
  nChanged 17
		SP:Iteration 46Q (142991.540000 sec): 3 clusters
  Score: Raw -1175729.908205 + Penalty 3057.987150 = -1172671.921055
  nChanged 17
		SP:Iteration 47Q (142991.790000 sec): 3 clusters
  Score: Raw -1175732.589052 + Penalty 3057.987150 = -1172674.601902
  nChanged 12
		SP:Iteration 48Q (142992.040000 sec): 3 clusters
  Score: Raw -1175734.606740 + Penalty 3057.987150 = -1172676.619590
  nChanged 11
		SP:Iteration 49Q (142992.300000 sec): 3 clusters
  Score: Raw -1175735.595940 + Penalty 3057.987150 = -1172677.608790
  nChanged 6
		SP:Iteration 50Q (142992.550000 sec): 3 clusters
  Score: Raw -1175736.130789 + Penalty 3057.987150 = -1172678.143639
  nChanged 5
		SP:Iteration 51Q (142992.800000 sec): 3 clusters
  Score: Raw -1175736.660576 + Penalty 3057.987150 = -1172678.673426
  nChanged 5
		SP:Iteration 52Q (142993.050000 sec): 3 clusters
  Score: Raw -1175737.033002 + Penalty 3057.987150 = -1172679.045852
  nChanged 3
		SP:Iteration 53Q (142993.300000 sec): 3 clusters
  Score: Raw -1175737.271446 + Penalty 3057.987150 = -1172679.284296
  nChanged 3
		SP:Iteration 54Q (142993.560000 sec): 3 clusters
  Score: Raw -1175737.590109 + Penalty 3057.987150 = -1172679.602959
  nChanged 3
		SP:Iteration 55Q (142993.810000 sec): 3 clusters
  Score: Raw -1175737.860299 + Penalty 3057.987150 = -1172679.873149
  nChanged 3
		SP:Iteration 56Q (142994.060000 sec): 3 clusters
  Score: Raw -1175738.188420 + Penalty 3057.987150 = -1172680.201270
  nChanged 5
		SP:Iteration 57Q (142994.310000 sec): 3 clusters
  Score: Raw -1175739.176436 + Penalty 3057.987150 = -1172681.189286
  nChanged 6
		SP:Iteration 58Q (142994.560000 sec): 3 clusters
  Score: Raw -1175740.175932 + Penalty 3057.987150 = -1172682.188782
  nChanged 5
		SP:Iteration 59Q (142994.820000 sec): 3 clusters
  Score: Raw -1175740.593606 + Penalty 3057.987150 = -1172682.606456
  nChanged 4
		SP:Iteration 60F (142995.070000 sec): 3 clusters
  Score: Raw -1175741.049950 + Penalty 3057.987150 = -1172683.062800
  nChanged 1
		SP:Iteration 61Q (142995.320000 sec): 3 clusters
  Score: Raw -1175741.137383 + Penalty 3057.987150 = -1172683.150233
  nChanged 1
		SP:Iteration 62Q (142995.570000 sec): 3 clusters
  Score: Raw -1175741.226890 + Penalty 3057.987150 = -1172683.239740
  nChanged 0
		SP:Iteration 63F (142995.820000 sec): 3 clusters
  Score: Raw -1175741.226890 + Penalty 3057.987150 = -1172683.239740
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (8599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142995.940000 sec): 2 clusters
  Score: Raw -719728.671179 + Penalty 1472.152694 = -718256.518485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142996.140000 sec): 3 clusters
  Score: Raw -714949.785596 + Penalty 2944.305389 = -712005.480207
  nChanged 3687
		SP:Iteration 1F (142996.270000 sec): 3 clusters
  Score: Raw -716940.798668 + Penalty 2944.305389 = -713996.493280
  nChanged 635
		SP:Iteration 2F (142996.480000 sec): 3 clusters
  Score: Raw -717292.194836 + Penalty 2944.305389 = -714347.889448
  nChanged 555
		SP:Iteration 3F (142996.770000 sec): 3 clusters
  Score: Raw -717675.974729 + Penalty 2944.305389 = -714731.669340
  nChanged 566
		SP:Iteration 4F (142996.970000 sec): 3 clusters
  Score: Raw -718098.764855 + Penalty 2944.305389 = -715154.459466
  nChanged 555
		SP:Iteration 5F (142997.160000 sec): 3 clusters
  Score: Raw -718524.955727 + Penalty 2944.305389 = -715580.650338
  nChanged 496
		SP:Iteration 6F (142997.400000 sec): 3 clusters
  Score: Raw -718925.915819 + Penalty 2944.305389 = -715981.610430
  nChanged 462
		SP:Iteration 7F (142997.680000 sec): 3 clusters
  Score: Raw -719279.314360 + Penalty 2944.305389 = -716335.008971
  nChanged 388
		SP:Iteration 8Q (142997.910000 sec): 3 clusters
  Score: Raw -719552.811081 + Penalty 2944.305389 = -716608.505693
  nChanged 350
		SP:Iteration 9Q (142998.070000 sec): 3 clusters
  Score: Raw -719775.545420 + Penalty 2944.305389 = -716831.240032
  nChanged 321
		SP:Iteration 10Q (142998.260000 sec): 3 clusters
  Score: Raw -719975.510086 + Penalty 2944.305389 = -717031.204697
  nChanged 283
		SP:Iteration 11Q (142998.540000 sec): 3 clusters
  Score: Raw -720129.435068 + Penalty 2944.305389 = -717185.129679
  nChanged 223
		SP:Iteration 12Q (142998.780000 sec): 3 clusters
  Score: Raw -720239.250642 + Penalty 2944.305389 = -717294.945253
  nChanged 168
		SP:Iteration 13Q (142998.980000 sec): 3 clusters
  Score: Raw -720318.672406 + Penalty 2944.305389 = -717374.367017
  nChanged 136
		SP:Iteration 14Q (142999.170000 sec): 3 clusters
  Score: Raw -720384.182109 + Penalty 2944.305389 = -717439.876720
  nChanged 132
		SP:Iteration 15Q (142999.360000 sec): 3 clusters
  Score: Raw -720460.328917 + Penalty 2944.305389 = -717516.023528
  nChanged 130
		SP:Iteration 16Q (142999.590000 sec): 3 clusters
  Score: Raw -720531.091907 + Penalty 2944.305389 = -717586.786518
  nChanged 111
		SP:Iteration 17Q (142999.780000 sec): 3 clusters
  Score: Raw -720588.963876 + Penalty 2944.305389 = -717644.658487
  nChanged 103
		SP:Iteration 18Q (142999.970000 sec): 3 clusters
  Score: Raw -720628.371984 + Penalty 2944.305389 = -717684.066596
  nChanged 93
		SP:Iteration 19Q (143000.120000 sec): 3 clusters
  Score: Raw -720662.795869 + Penalty 2944.305389 = -717718.490481
  nChanged 84
		SP:Iteration 20F (143000.330000 sec): 3 clusters
  Score: Raw -720687.848683 + Penalty 2944.305389 = -717743.543294
  nChanged 67
		SP:Iteration 21Q (143000.520000 sec): 3 clusters
  Score: Raw -720705.369633 + Penalty 2944.305389 = -717761.064244
  nChanged 51
		SP:Iteration 22Q (143000.670000 sec): 3 clusters
  Score: Raw -720718.603787 + Penalty 2944.305389 = -717774.298398
  nChanged 49
		SP:Iteration 23Q (143000.810000 sec): 3 clusters
  Score: Raw -720730.324683 + Penalty 2944.305389 = -717786.019294
  nChanged 39
		SP:Iteration 24Q (143000.940000 sec): 3 clusters
  Score: Raw -720739.999145 + Penalty 2944.305389 = -717795.693756
  nChanged 45
		SP:Iteration 25Q (143001.070000 sec): 3 clusters
  Score: Raw -720750.992766 + Penalty 2944.305389 = -717806.687377
  nChanged 38
		SP:Iteration 26Q (143001.260000 sec): 3 clusters
  Score: Raw -720761.294457 + Penalty 2944.305389 = -717816.989068
  nChanged 43
		SP:Iteration 27Q (143001.460000 sec): 3 clusters
  Score: Raw -720775.273324 + Penalty 2944.305389 = -717830.967935
  nChanged 45
		SP:Iteration 28Q (143001.640000 sec): 3 clusters
  Score: Raw -720786.643279 + Penalty 2944.305389 = -717842.337890
  nChanged 38
		SP:Iteration 29Q (143001.840000 sec): 3 clusters
  Score: Raw -720794.752539 + Penalty 2944.305389 = -717850.447150
  nChanged 32
		SP:Iteration 30Q (143002.040000 sec): 3 clusters
  Score: Raw -720801.639242 + Penalty 2944.305389 = -717857.333853
  nChanged 31
		SP:Iteration 31Q (143002.320000 sec): 3 clusters
  Score: Raw -720808.473325 + Penalty 2944.305389 = -717864.167936
  nChanged 28
		SP:Iteration 32Q (143002.480000 sec): 3 clusters
  Score: Raw -720813.677266 + Penalty 2944.305389 = -717869.371877
  nChanged 32
		SP:Iteration 33Q (143002.660000 sec): 3 clusters
  Score: Raw -720820.533808 + Penalty 2944.305389 = -717876.228419
  nChanged 43
		SP:Iteration 34Q (143002.860000 sec): 3 clusters
  Score: Raw -720831.352524 + Penalty 2944.305389 = -717887.047135
  nChanged 37
		SP:Iteration 35Q (143003.050000 sec): 3 clusters
  Score: Raw -720839.694324 + Penalty 2944.305389 = -717895.388935
  nChanged 28
		SP:Iteration 36Q (143003.250000 sec): 3 clusters
  Score: Raw -720845.795213 + Penalty 2944.305389 = -717901.489824
  nChanged 29
		SP:Iteration 37Q (143003.440000 sec): 3 clusters
  Score: Raw -720852.051395 + Penalty 2944.305389 = -717907.746006
  nChanged 25
		SP:Iteration 38Q (143003.640000 sec): 3 clusters
  Score: Raw -720856.915318 + Penalty 2944.305389 = -717912.609929
  nChanged 23
		SP:Iteration 39Q (143003.830000 sec): 3 clusters
  Score: Raw -720860.735718 + Penalty 2944.305389 = -717916.430329
  nChanged 22
		SP:Iteration 40F (143004.020000 sec): 3 clusters
  Score: Raw -720867.206867 + Penalty 2944.305389 = -717922.901478
  nChanged 26
		SP:Iteration 41Q (143004.220000 sec): 3 clusters
  Score: Raw -720872.918540 + Penalty 2944.305389 = -717928.613152
  nChanged 23
		SP:Iteration 42Q (143004.460000 sec): 3 clusters
  Score: Raw -720876.824179 + Penalty 2944.305389 = -717932.518790
  nChanged 12
		SP:Iteration 43Q (143004.700000 sec): 3 clusters
  Score: Raw -720879.010209 + Penalty 2944.305389 = -717934.704821
  nChanged 15
		SP:Iteration 44Q (143004.850000 sec): 3 clusters
  Score: Raw -720881.329480 + Penalty 2944.305389 = -717937.024091
  nChanged 12
		SP:Iteration 45Q (143005.130000 sec): 3 clusters
  Score: Raw -720882.823158 + Penalty 2944.305389 = -717938.517769
  nChanged 12
		SP:Iteration 46Q (143005.280000 sec): 3 clusters
  Score: Raw -720884.246790 + Penalty 2944.305389 = -717939.941401
  nChanged 9
		SP:Iteration 47Q (143005.410000 sec): 3 clusters
  Score: Raw -720885.420887 + Penalty 2944.305389 = -717941.115498
  nChanged 9
		SP:Iteration 48Q (143005.540000 sec): 3 clusters
  Score: Raw -720886.245911 + Penalty 2944.305389 = -717941.940522
  nChanged 3
		SP:Iteration 49Q (143005.670000 sec): 3 clusters
  Score: Raw -720886.774054 + Penalty 2944.305389 = -717942.468666
  nChanged 3
		SP:Iteration 50Q (143005.810000 sec): 3 clusters
  Score: Raw -720887.117578 + Penalty 2944.305389 = -717942.812190
  nChanged 4
		SP:Iteration 51Q (143005.950000 sec): 3 clusters
  Score: Raw -720887.891751 + Penalty 2944.305389 = -717943.586363
  nChanged 4
		SP:Iteration 52Q (143006.080000 sec): 3 clusters
  Score: Raw -720888.481226 + Penalty 2944.305389 = -717944.175837
  nChanged 5
		SP:Iteration 53Q (143006.210000 sec): 3 clusters
  Score: Raw -720889.668512 + Penalty 2944.305389 = -717945.363123
  nChanged 8
		SP:Iteration 54Q (143006.350000 sec): 3 clusters
  Score: Raw -720891.473754 + Penalty 2944.305389 = -717947.168365
  nChanged 12
		SP:Iteration 55Q (143006.470000 sec): 3 clusters
  Score: Raw -720893.657391 + Penalty 2944.305389 = -717949.352002
  nChanged 12
		SP:Iteration 56Q (143006.600000 sec): 3 clusters
  Score: Raw -720895.582307 + Penalty 2944.305389 = -717951.276918
  nChanged 13
		SP:Iteration 57Q (143006.730000 sec): 3 clusters
  Score: Raw -720898.523085 + Penalty 2944.305389 = -717954.217696
  nChanged 12
		SP:Iteration 58Q (143006.870000 sec): 3 clusters
  Score: Raw -720901.109123 + Penalty 2944.305389 = -717956.803734
  nChanged 7
		SP:Iteration 59Q (143007.010000 sec): 3 clusters
  Score: Raw -720902.443495 + Penalty 2944.305389 = -717958.138106
  nChanged 5
		SP:Iteration 60F (143007.150000 sec): 3 clusters
  Score: Raw -720903.435710 + Penalty 2944.305389 = -717959.130322
  nChanged 6
		SP:Iteration 61Q (143007.280000 sec): 3 clusters
  Score: Raw -720904.707511 + Penalty 2944.305389 = -717960.402122
  nChanged 8
		SP:Iteration 62Q (143007.400000 sec): 3 clusters
  Score: Raw -720906.067429 + Penalty 2944.305389 = -717961.762041
  nChanged 4
		SP:Iteration 63Q (143007.660000 sec): 3 clusters
  Score: Raw -720906.441807 + Penalty 2944.305389 = -717962.136418
  nChanged 3
		SP:Iteration 64Q (143007.850000 sec): 3 clusters
  Score: Raw -720906.565472 + Penalty 2944.305389 = -717962.260083
  nChanged 4
		SP:Iteration 65Q (143008.050000 sec): 3 clusters
  Score: Raw -720906.924122 + Penalty 2944.305389 = -717962.618733
  nChanged 2
		SP:Iteration 66Q (143008.280000 sec): 3 clusters
  Score: Raw -720907.189445 + Penalty 2944.305389 = -717962.884057
  nChanged 4
		SP:Iteration 67Q (143008.470000 sec): 3 clusters
  Score: Raw -720907.893413 + Penalty 2944.305389 = -717963.588024
  nChanged 2
		SP:Iteration 68Q (143008.660000 sec): 3 clusters
  Score: Raw -720908.149785 + Penalty 2944.305389 = -717963.844396
  nChanged 2
		SP:Iteration 69Q (143008.850000 sec): 3 clusters
  Score: Raw -720908.412136 + Penalty 2944.305389 = -717964.106747
  nChanged 2
		SP:Iteration 70Q (143009.040000 sec): 3 clusters
  Score: Raw -720908.690859 + Penalty 2944.305389 = -717964.385470
  nChanged 1
		SP:Iteration 71Q (143009.240000 sec): 3 clusters
  Score: Raw -720908.792478 + Penalty 2944.305389 = -717964.487089
  nChanged 0
		SP:Iteration 72F (143009.430000 sec): 3 clusters
  Score: Raw -720908.792478 + Penalty 2944.305389 = -717964.487089
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (2519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143009.540000 sec): 2 clusters
  Score: Raw -203841.887889 + Penalty 1272.637807 = -202569.250081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143009.720000 sec): 3 clusters
  Score: Raw -202703.756793 + Penalty 2545.275615 = -200158.481178
  nChanged 951
		SP:Iteration 1F (143009.890000 sec): 3 clusters
  Score: Raw -203498.487143 + Penalty 2545.275615 = -200953.211528
  nChanged 259
		SP:Iteration 2F (143010.070000 sec): 3 clusters
  Score: Raw -203837.170760 + Penalty 2545.275615 = -201291.895145
  nChanged 200
		SP:Iteration 3F (143010.250000 sec): 3 clusters
  Score: Raw -204110.592371 + Penalty 2545.275615 = -201565.316756
  nChanged 158
		SP:Iteration 4F (143010.420000 sec): 3 clusters
  Score: Raw -204305.836133 + Penalty 2545.275615 = -201760.560518
  nChanged 103
		SP:Iteration 5Q (143010.600000 sec): 3 clusters
  Score: Raw -204431.614411 + Penalty 2545.275615 = -201886.338796
  nChanged 84
		SP:Iteration 6Q (143010.770000 sec): 3 clusters
  Score: Raw -204525.484441 + Penalty 2545.275615 = -201980.208826
  nChanged 79
		SP:Iteration 7Q (143010.950000 sec): 3 clusters
  Score: Raw -204604.217308 + Penalty 2545.275615 = -202058.941693
  nChanged 54
		SP:Iteration 8Q (143011.130000 sec): 3 clusters
  Score: Raw -204650.884682 + Penalty 2545.275615 = -202105.609067
  nChanged 41
		SP:Iteration 9Q (143011.300000 sec): 3 clusters
  Score: Raw -204677.843944 + Penalty 2545.275615 = -202132.568329
  nChanged 25
		SP:Iteration 10Q (143011.480000 sec): 3 clusters
  Score: Raw -204691.995248 + Penalty 2545.275615 = -202146.719633
  nChanged 27
		SP:Iteration 11Q (143011.650000 sec): 3 clusters
  Score: Raw -204706.791555 + Penalty 2545.275615 = -202161.515940
  nChanged 28
		SP:Iteration 12Q (143011.830000 sec): 3 clusters
  Score: Raw -204724.074377 + Penalty 2545.275615 = -202178.798762
  nChanged 22
		SP:Iteration 13Q (143012.010000 sec): 3 clusters
  Score: Raw -204735.733927 + Penalty 2545.275615 = -202190.458312
  nChanged 18
		SP:Iteration 14Q (143012.180000 sec): 3 clusters
  Score: Raw -204745.278125 + Penalty 2545.275615 = -202200.002510
  nChanged 11
		SP:Iteration 15Q (143012.350000 sec): 3 clusters
  Score: Raw -204751.579077 + Penalty 2545.275615 = -202206.303462
  nChanged 13
		SP:Iteration 16Q (143012.420000 sec): 3 clusters
  Score: Raw -204760.402788 + Penalty 2545.275615 = -202215.127173
  nChanged 16
		SP:Iteration 17Q (143012.470000 sec): 3 clusters
  Score: Raw -204769.972836 + Penalty 2545.275615 = -202224.697221
  nChanged 16
		SP:Iteration 18Q (143012.520000 sec): 3 clusters
  Score: Raw -204776.227334 + Penalty 2545.275615 = -202230.951719
  nChanged 10
		SP:Iteration 19Q (143012.580000 sec): 3 clusters
  Score: Raw -204779.613579 + Penalty 2545.275615 = -202234.337964
  nChanged 6
		SP:Iteration 20F (143012.620000 sec): 3 clusters
  Score: Raw -204782.285226 + Penalty 2545.275615 = -202237.009611
  nChanged 6
		SP:Iteration 21Q (143012.680000 sec): 3 clusters
  Score: Raw -204786.463845 + Penalty 2545.275615 = -202241.188230
  nChanged 5
		SP:Iteration 22Q (143012.730000 sec): 3 clusters
  Score: Raw -204789.219063 + Penalty 2545.275615 = -202243.943448
  nChanged 6
		SP:Iteration 23Q (143012.780000 sec): 3 clusters
  Score: Raw -204791.791109 + Penalty 2545.275615 = -202246.515494
  nChanged 5
		SP:Iteration 24Q (143012.830000 sec): 3 clusters
  Score: Raw -204794.090273 + Penalty 2545.275615 = -202248.814658
  nChanged 1
		SP:Iteration 25Q (143012.880000 sec): 3 clusters
  Score: Raw -204794.847374 + Penalty 2545.275615 = -202249.571759
  nChanged 2
		SP:Iteration 26Q (143012.930000 sec): 3 clusters
  Score: Raw -204795.284086 + Penalty 2545.275615 = -202250.008471
  nChanged 3
		SP:Iteration 27Q (143012.980000 sec): 3 clusters
  Score: Raw -204795.887029 + Penalty 2545.275615 = -202250.611414
  nChanged 1
		SP:Iteration 28Q (143013.030000 sec): 3 clusters
  Score: Raw -204796.223080 + Penalty 2545.275615 = -202250.947466
  nChanged 2
		SP:Iteration 29Q (143013.080000 sec): 3 clusters
  Score: Raw -204796.941720 + Penalty 2545.275615 = -202251.666106
  nChanged 2
		SP:Iteration 30Q (143013.130000 sec): 3 clusters
  Score: Raw -204797.360442 + Penalty 2545.275615 = -202252.084827
  nChanged 2
		SP:Iteration 31Q (143013.180000 sec): 3 clusters
  Score: Raw -204798.344153 + Penalty 2545.275615 = -202253.068538
  nChanged 2
		SP:Iteration 32Q (143013.230000 sec): 3 clusters
  Score: Raw -204799.166026 + Penalty 2545.275615 = -202253.890411
  nChanged 0
		SP:Iteration 33F (143013.280000 sec): 3 clusters
  Score: Raw -204799.166026 + Penalty 2545.275615 = -202253.890411
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (3173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143013.350000 sec): 2 clusters
  Score: Raw -274217.462442 + Penalty 1310.145329 = -272907.317114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143013.410000 sec): 3 clusters
  Score: Raw -272664.718251 + Penalty 2620.290657 = -270044.427594
  nChanged 1216
		SP:Iteration 1F (143013.470000 sec): 3 clusters
  Score: Raw -273414.736988 + Penalty 2620.290657 = -270794.446331
  nChanged 263
		SP:Iteration 2F (143013.530000 sec): 3 clusters
  Score: Raw -273645.849014 + Penalty 2620.290657 = -271025.558357
  nChanged 229
		SP:Iteration 3F (143013.590000 sec): 3 clusters
  Score: Raw -273866.086131 + Penalty 2620.290657 = -271245.795474
  nChanged 183
		SP:Iteration 4F (143013.660000 sec): 3 clusters
  Score: Raw -274031.811240 + Penalty 2620.290657 = -271411.520582
  nChanged 163
		SP:Iteration 5F (143013.720000 sec): 3 clusters
  Score: Raw -274197.909532 + Penalty 2620.290657 = -271577.618875
  nChanged 143
		SP:Iteration 6Q (143013.780000 sec): 3 clusters
  Score: Raw -274333.759681 + Penalty 2620.290657 = -271713.469024
  nChanged 123
		SP:Iteration 7Q (143013.850000 sec): 3 clusters
  Score: Raw -274435.803170 + Penalty 2620.290657 = -271815.512513
  nChanged 110
		SP:Iteration 8Q (143013.920000 sec): 3 clusters
  Score: Raw -274531.474292 + Penalty 2620.290657 = -271911.183635
  nChanged 99
		SP:Iteration 9Q (143013.980000 sec): 3 clusters
  Score: Raw -274609.718723 + Penalty 2620.290657 = -271989.428066
  nChanged 85
		SP:Iteration 10Q (143014.050000 sec): 3 clusters
  Score: Raw -274678.161700 + Penalty 2620.290657 = -272057.871043
  nChanged 89
		SP:Iteration 11Q (143014.120000 sec): 3 clusters
  Score: Raw -274773.426482 + Penalty 2620.290657 = -272153.135824
  nChanged 107
		SP:Iteration 12Q (143014.180000 sec): 3 clusters
  Score: Raw -274885.994853 + Penalty 2620.290657 = -272265.704195
  nChanged 97
		SP:Iteration 13Q (143014.240000 sec): 3 clusters
  Score: Raw -274982.372421 + Penalty 2620.290657 = -272362.081764
  nChanged 83
		SP:Iteration 14Q (143014.290000 sec): 3 clusters
  Score: Raw -275052.249186 + Penalty 2620.290657 = -272431.958528
  nChanged 75
		SP:Iteration 15Q (143014.350000 sec): 3 clusters
  Score: Raw -275115.594197 + Penalty 2620.290657 = -272495.303540
  nChanged 65
		SP:Iteration 16Q (143014.410000 sec): 3 clusters
  Score: Raw -275166.791706 + Penalty 2620.290657 = -272546.501049
  nChanged 55
		SP:Iteration 17Q (143014.470000 sec): 3 clusters
  Score: Raw -275200.801085 + Penalty 2620.290657 = -272580.510428
  nChanged 42
		SP:Iteration 18Q (143014.530000 sec): 3 clusters
  Score: Raw -275222.939957 + Penalty 2620.290657 = -272602.649300
  nChanged 32
		SP:Iteration 19Q (143014.590000 sec): 3 clusters
  Score: Raw -275237.920107 + Penalty 2620.290657 = -272617.629449
  nChanged 24
		SP:Iteration 20F (143014.650000 sec): 3 clusters
  Score: Raw -275246.412599 + Penalty 2620.290657 = -272626.121941
  nChanged 18
		SP:Iteration 21Q (143014.710000 sec): 3 clusters
  Score: Raw -275252.062756 + Penalty 2620.290657 = -272631.772099
  nChanged 11
		SP:Iteration 22Q (143014.770000 sec): 3 clusters
  Score: Raw -275255.466346 + Penalty 2620.290657 = -272635.175689
  nChanged 8
		SP:Iteration 23Q (143014.830000 sec): 3 clusters
  Score: Raw -275260.948499 + Penalty 2620.290657 = -272640.657842
  nChanged 8
		SP:Iteration 24Q (143014.890000 sec): 3 clusters
  Score: Raw -275267.389611 + Penalty 2620.290657 = -272647.098954
  nChanged 12
		SP:Iteration 25Q (143014.950000 sec): 3 clusters
  Score: Raw -275273.445316 + Penalty 2620.290657 = -272653.154659
  nChanged 12
		SP:Iteration 26Q (143015.000000 sec): 3 clusters
  Score: Raw -275278.628474 + Penalty 2620.290657 = -272658.337817
  nChanged 8
		SP:Iteration 27Q (143015.060000 sec): 3 clusters
  Score: Raw -275281.800972 + Penalty 2620.290657 = -272661.510315
  nChanged 6
		SP:Iteration 28Q (143015.120000 sec): 3 clusters
  Score: Raw -275283.949743 + Penalty 2620.290657 = -272663.659086
  nChanged 3
		SP:Iteration 29Q (143015.180000 sec): 3 clusters
  Score: Raw -275284.967380 + Penalty 2620.290657 = -272664.676723
  nChanged 6
		SP:Iteration 30Q (143015.240000 sec): 3 clusters
  Score: Raw -275285.851291 + Penalty 2620.290657 = -272665.560634
  nChanged 1
		SP:Iteration 31Q (143015.300000 sec): 3 clusters
  Score: Raw -275286.471610 + Penalty 2620.290657 = -272666.180953
  nChanged 1
		SP:Iteration 32Q (143015.360000 sec): 3 clusters
  Score: Raw -275286.786958 + Penalty 2620.290657 = -272666.496301
  nChanged 2
		SP:Iteration 33Q (143015.420000 sec): 3 clusters
  Score: Raw -275287.593464 + Penalty 2620.290657 = -272667.302806
  nChanged 4
		SP:Iteration 34Q (143015.480000 sec): 3 clusters
  Score: Raw -275289.389787 + Penalty 2620.290657 = -272669.099130
  nChanged 4
		SP:Iteration 35Q (143015.540000 sec): 3 clusters
  Score: Raw -275290.981924 + Penalty 2620.290657 = -272670.691266
  nChanged 7
		SP:Iteration 36Q (143015.600000 sec): 3 clusters
  Score: Raw -275293.832568 + Penalty 2620.290657 = -272673.541911
  nChanged 5
		SP:Iteration 37Q (143015.660000 sec): 3 clusters
  Score: Raw -275295.283486 + Penalty 2620.290657 = -272674.992829
  nChanged 3
		SP:Iteration 38Q (143015.720000 sec): 3 clusters
  Score: Raw -275296.192927 + Penalty 2620.290657 = -272675.902269
  nChanged 2
		SP:Iteration 39Q (143015.780000 sec): 3 clusters
  Score: Raw -275297.149271 + Penalty 2620.290657 = -272676.858614
  nChanged 1
		SP:Iteration 40F (143015.930000 sec): 3 clusters
  Score: Raw -275297.371797 + Penalty 2620.290657 = -272677.081140
  nChanged 1
		SP:Iteration 41Q (143016.100000 sec): 3 clusters
  Score: Raw -275297.880595 + Penalty 2620.290657 = -272677.589938
  nChanged 2
		SP:Iteration 42Q (143016.280000 sec): 3 clusters
  Score: Raw -275298.644108 + Penalty 2620.290657 = -272678.353451
  nChanged 1
		SP:Iteration 43Q (143016.350000 sec): 3 clusters
  Score: Raw -275298.783488 + Penalty 2620.290657 = -272678.492830
  nChanged 0
		SP:Iteration 44F (143016.410000 sec): 3 clusters
  Score: Raw -275298.783488 + Penalty 2620.290657 = -272678.492830
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (9151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143016.530000 sec): 2 clusters
  Score: Raw -701047.581854 + Penalty 1482.262997 = -699565.318858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143016.740000 sec): 3 clusters
  Score: Raw -695954.098671 + Penalty 2964.525994 = -692989.572677
  nChanged 3946
		SP:Iteration 1F (143016.930000 sec): 3 clusters
  Score: Raw -698420.557837 + Penalty 2964.525994 = -695456.031843
  nChanged 819
		SP:Iteration 2F (143017.080000 sec): 3 clusters
  Score: Raw -699084.761516 + Penalty 2964.525994 = -696120.235523
  nChanged 765
		SP:Iteration 3F (143017.210000 sec): 3 clusters
  Score: Raw -699712.013060 + Penalty 2964.525994 = -696747.487066
  nChanged 658
		SP:Iteration 4F (143017.350000 sec): 3 clusters
  Score: Raw -700179.466950 + Penalty 2964.525994 = -697214.940956
  nChanged 476
		SP:Iteration 5F (143017.500000 sec): 3 clusters
  Score: Raw -700477.503952 + Penalty 2964.525994 = -697512.977958
  nChanged 384
		SP:Iteration 6Q (143017.740000 sec): 3 clusters
  Score: Raw -700710.693638 + Penalty 2964.525994 = -697746.167644
  nChanged 312
		SP:Iteration 7Q (143018.020000 sec): 3 clusters
  Score: Raw -700885.273395 + Penalty 2964.525994 = -697920.747401
  nChanged 252
		SP:Iteration 8Q (143018.210000 sec): 3 clusters
  Score: Raw -701017.372819 + Penalty 2964.525994 = -698052.846825
  nChanged 200
		SP:Iteration 9Q (143018.400000 sec): 3 clusters
  Score: Raw -701124.083302 + Penalty 2964.525994 = -698159.557308
  nChanged 175
		SP:Iteration 10Q (143018.590000 sec): 3 clusters
  Score: Raw -701214.705978 + Penalty 2964.525994 = -698250.179984
  nChanged 142
		SP:Iteration 11Q (143018.790000 sec): 3 clusters
  Score: Raw -701281.430465 + Penalty 2964.525994 = -698316.904472
  nChanged 119
		SP:Iteration 12Q (143018.980000 sec): 3 clusters
  Score: Raw -701329.910024 + Penalty 2964.525994 = -698365.384031
  nChanged 99
		SP:Iteration 13Q (143019.170000 sec): 3 clusters
  Score: Raw -701366.662205 + Penalty 2964.525994 = -698402.136212
  nChanged 76
		SP:Iteration 14Q (143019.360000 sec): 3 clusters
  Score: Raw -701391.179274 + Penalty 2964.525994 = -698426.653280
  nChanged 69
		SP:Iteration 15Q (143019.550000 sec): 3 clusters
  Score: Raw -701415.011314 + Penalty 2964.525994 = -698450.485320
  nChanged 56
		SP:Iteration 16Q (143019.750000 sec): 3 clusters
  Score: Raw -701434.862773 + Penalty 2964.525994 = -698470.336779
  nChanged 54
		SP:Iteration 17Q (143019.940000 sec): 3 clusters
  Score: Raw -701454.842523 + Penalty 2964.525994 = -698490.316529
  nChanged 56
		SP:Iteration 18Q (143020.130000 sec): 3 clusters
  Score: Raw -701472.698456 + Penalty 2964.525994 = -698508.172462
  nChanged 39
		SP:Iteration 19Q (143020.410000 sec): 3 clusters
  Score: Raw -701483.207021 + Penalty 2964.525994 = -698518.681028
  nChanged 41
		SP:Iteration 20F (143020.610000 sec): 3 clusters
  Score: Raw -701495.579009 + Penalty 2964.525994 = -698531.053016
  nChanged 34
		SP:Iteration 21Q (143020.790000 sec): 3 clusters
  Score: Raw -701504.151996 + Penalty 2964.525994 = -698539.626002
  nChanged 36
		SP:Iteration 22Q (143020.980000 sec): 3 clusters
  Score: Raw -701513.924409 + Penalty 2964.525994 = -698549.398415
  nChanged 36
		SP:Iteration 23Q (143021.120000 sec): 3 clusters
  Score: Raw -701522.237517 + Penalty 2964.525994 = -698557.711523
  nChanged 32
		SP:Iteration 24Q (143021.370000 sec): 3 clusters
  Score: Raw -701532.423353 + Penalty 2964.525994 = -698567.897360
  nChanged 29
		SP:Iteration 25Q (143021.560000 sec): 3 clusters
  Score: Raw -701538.647942 + Penalty 2964.525994 = -698574.121949
  nChanged 21
		SP:Iteration 26Q (143021.750000 sec): 3 clusters
  Score: Raw -701543.022445 + Penalty 2964.525994 = -698578.496452
  nChanged 16
		SP:Iteration 27Q (143021.950000 sec): 3 clusters
  Score: Raw -701546.807962 + Penalty 2964.525994 = -698582.281969
  nChanged 11
		SP:Iteration 28Q (143022.130000 sec): 3 clusters
  Score: Raw -701549.084163 + Penalty 2964.525994 = -698584.558169
  nChanged 12
		SP:Iteration 29Q (143022.320000 sec): 3 clusters
  Score: Raw -701550.524743 + Penalty 2964.525994 = -698585.998749
  nChanged 8
		SP:Iteration 30Q (143022.470000 sec): 3 clusters
  Score: Raw -701552.223040 + Penalty 2964.525994 = -698587.697046
  nChanged 10
		SP:Iteration 31Q (143022.670000 sec): 3 clusters
  Score: Raw -701554.079670 + Penalty 2964.525994 = -698589.553676
  nChanged 7
		SP:Iteration 32Q (143022.870000 sec): 3 clusters
  Score: Raw -701555.685144 + Penalty 2964.525994 = -698591.159150
  nChanged 9
		SP:Iteration 33Q (143023.060000 sec): 3 clusters
  Score: Raw -701557.507868 + Penalty 2964.525994 = -698592.981874
  nChanged 8
		SP:Iteration 34Q (143023.250000 sec): 3 clusters
  Score: Raw -701558.680714 + Penalty 2964.525994 = -698594.154720
  nChanged 6
		SP:Iteration 35Q (143023.440000 sec): 3 clusters
  Score: Raw -701559.838650 + Penalty 2964.525994 = -698595.312656
  nChanged 9
		SP:Iteration 36Q (143023.680000 sec): 3 clusters
  Score: Raw -701562.602263 + Penalty 2964.525994 = -698598.076269
  nChanged 9
		SP:Iteration 37Q (143023.860000 sec): 3 clusters
  Score: Raw -701564.182650 + Penalty 2964.525994 = -698599.656656
  nChanged 10
		SP:Iteration 38Q (143024.060000 sec): 3 clusters
  Score: Raw -701565.192581 + Penalty 2964.525994 = -698600.666587
  nChanged 4
		SP:Iteration 39Q (143024.250000 sec): 3 clusters
  Score: Raw -701565.855402 + Penalty 2964.525994 = -698601.329408
  nChanged 4
		SP:Iteration 40F (143024.440000 sec): 3 clusters
  Score: Raw -701566.698654 + Penalty 2964.525994 = -698602.172660
  nChanged 4
		SP:Iteration 41Q (143024.630000 sec): 3 clusters
  Score: Raw -701567.424550 + Penalty 2964.525994 = -698602.898556
  nChanged 4
		SP:Iteration 42Q (143024.820000 sec): 3 clusters
  Score: Raw -701567.918873 + Penalty 2964.525994 = -698603.392880
  nChanged 2
		SP:Iteration 43Q (143025.010000 sec): 3 clusters
  Score: Raw -701568.213993 + Penalty 2964.525994 = -698603.687999
  nChanged 2
		SP:Iteration 44Q (143025.150000 sec): 3 clusters
  Score: Raw -701568.419417 + Penalty 2964.525994 = -698603.893423
  nChanged 4
		SP:Iteration 45Q (143025.280000 sec): 3 clusters
  Score: Raw -701568.913725 + Penalty 2964.525994 = -698604.387731
  nChanged 1
		SP:Iteration 46Q (143025.520000 sec): 3 clusters
  Score: Raw -701569.100937 + Penalty 2964.525994 = -698604.574944
  nChanged 0
		SP:Iteration 47F (143025.720000 sec): 3 clusters
  Score: Raw -701569.100937 + Penalty 2964.525994 = -698604.574944
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (6259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143025.820000 sec): 2 clusters
  Score: Raw -525764.391842 + Penalty 1420.538552 = -524343.853290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143026.040000 sec): 3 clusters
  Score: Raw -522375.231651 + Penalty 2841.077105 = -519534.154546
  nChanged 2580
		SP:Iteration 1F (143026.200000 sec): 3 clusters
  Score: Raw -523866.153401 + Penalty 2841.077105 = -521025.076297
  nChanged 444
		SP:Iteration 2F (143026.370000 sec): 3 clusters
  Score: Raw -524115.942709 + Penalty 2841.077105 = -521274.865604
  nChanged 367
		SP:Iteration 3F (143026.470000 sec): 3 clusters
  Score: Raw -524312.893114 + Penalty 2841.077105 = -521471.816009
  nChanged 303
		SP:Iteration 4Q (143026.670000 sec): 3 clusters
  Score: Raw -524482.173658 + Penalty 2841.077105 = -521641.096553
  nChanged 269
		SP:Iteration 5Q (143026.780000 sec): 3 clusters
  Score: Raw -524634.064335 + Penalty 2841.077105 = -521792.987231
  nChanged 257
		SP:Iteration 6Q (143026.900000 sec): 3 clusters
  Score: Raw -524785.516059 + Penalty 2841.077105 = -521944.438954
  nChanged 251
		SP:Iteration 7Q (143027.100000 sec): 3 clusters
  Score: Raw -524941.721679 + Penalty 2841.077105 = -522100.644574
  nChanged 255
		SP:Iteration 8Q (143027.260000 sec): 3 clusters
  Score: Raw -525115.745059 + Penalty 2841.077105 = -522274.667954
  nChanged 262
		SP:Iteration 9Q (143027.480000 sec): 3 clusters
  Score: Raw -525278.933711 + Penalty 2841.077105 = -522437.856606
  nChanged 241
		SP:Iteration 10Q (143027.640000 sec): 3 clusters
  Score: Raw -525442.608081 + Penalty 2841.077105 = -522601.530976
  nChanged 214
		SP:Iteration 11Q (143027.800000 sec): 3 clusters
  Score: Raw -525602.465916 + Penalty 2841.077105 = -522761.388811
  nChanged 204
		SP:Iteration 12Q (143027.970000 sec): 3 clusters
  Score: Raw -525736.767488 + Penalty 2841.077105 = -522895.690383
  nChanged 160
		SP:Iteration 13Q (143028.160000 sec): 3 clusters
  Score: Raw -525824.421707 + Penalty 2841.077105 = -522983.344602
  nChanged 129
		SP:Iteration 14Q (143028.270000 sec): 3 clusters
  Score: Raw -525888.334012 + Penalty 2841.077105 = -523047.256908
  nChanged 109
		SP:Iteration 15Q (143028.470000 sec): 3 clusters
  Score: Raw -525943.558033 + Penalty 2841.077105 = -523102.480928
  nChanged 92
		SP:Iteration 16Q (143028.680000 sec): 3 clusters
  Score: Raw -525991.175777 + Penalty 2841.077105 = -523150.098672
  nChanged 78
		SP:Iteration 17Q (143028.870000 sec): 3 clusters
  Score: Raw -526021.741581 + Penalty 2841.077105 = -523180.664476
  nChanged 59
		SP:Iteration 18Q (143029.080000 sec): 3 clusters
  Score: Raw -526047.204083 + Penalty 2841.077105 = -523206.126978
  nChanged 49
		SP:Iteration 19Q (143029.240000 sec): 3 clusters
  Score: Raw -526069.104122 + Penalty 2841.077105 = -523228.027017
  nChanged 41
		SP:Iteration 20F (143029.410000 sec): 3 clusters
  Score: Raw -526088.041191 + Penalty 2841.077105 = -523246.964086
  nChanged 42
		SP:Iteration 21Q (143029.580000 sec): 3 clusters
  Score: Raw -526105.673502 + Penalty 2841.077105 = -523264.596397
  nChanged 28
		SP:Iteration 22Q (143029.740000 sec): 3 clusters
  Score: Raw -526116.637907 + Penalty 2841.077105 = -523275.560802
  nChanged 35
		SP:Iteration 23Q (143029.910000 sec): 3 clusters
  Score: Raw -526128.461199 + Penalty 2841.077105 = -523287.384094
  nChanged 33
		SP:Iteration 24Q (143030.080000 sec): 3 clusters
  Score: Raw -526142.215211 + Penalty 2841.077105 = -523301.138106
  nChanged 33
		SP:Iteration 25Q (143030.280000 sec): 3 clusters
  Score: Raw -526155.554010 + Penalty 2841.077105 = -523314.476905
  nChanged 39
		SP:Iteration 26Q (143030.480000 sec): 3 clusters
  Score: Raw -526171.183367 + Penalty 2841.077105 = -523330.106262
  nChanged 35
		SP:Iteration 27Q (143030.660000 sec): 3 clusters
  Score: Raw -526184.914319 + Penalty 2841.077105 = -523343.837215
  nChanged 27
		SP:Iteration 28Q (143030.880000 sec): 3 clusters
  Score: Raw -526194.050154 + Penalty 2841.077105 = -523352.973049
  nChanged 29
		SP:Iteration 29Q (143031.060000 sec): 3 clusters
  Score: Raw -526207.161498 + Penalty 2841.077105 = -523366.084393
  nChanged 30
		SP:Iteration 30Q (143031.220000 sec): 3 clusters
  Score: Raw -526217.578854 + Penalty 2841.077105 = -523376.501750
  nChanged 30
		SP:Iteration 31Q (143031.390000 sec): 3 clusters
  Score: Raw -526228.490675 + Penalty 2841.077105 = -523387.413570
  nChanged 23
		SP:Iteration 32Q (143031.560000 sec): 3 clusters
  Score: Raw -526235.460224 + Penalty 2841.077105 = -523394.383119
  nChanged 21
		SP:Iteration 33Q (143031.720000 sec): 3 clusters
  Score: Raw -526241.898927 + Penalty 2841.077105 = -523400.821822
  nChanged 17
		SP:Iteration 34Q (143031.890000 sec): 3 clusters
  Score: Raw -526249.223524 + Penalty 2841.077105 = -523408.146419
  nChanged 27
		SP:Iteration 35Q (143032.050000 sec): 3 clusters
  Score: Raw -526261.001522 + Penalty 2841.077105 = -523419.924418
  nChanged 34
		SP:Iteration 36Q (143032.250000 sec): 3 clusters
  Score: Raw -526272.238840 + Penalty 2841.077105 = -523431.161735
  nChanged 26
		SP:Iteration 37Q (143032.430000 sec): 3 clusters
  Score: Raw -526283.970806 + Penalty 2841.077105 = -523442.893702
  nChanged 29
		SP:Iteration 38Q (143032.590000 sec): 3 clusters
  Score: Raw -526298.119133 + Penalty 2841.077105 = -523457.042029
  nChanged 36
		SP:Iteration 39Q (143032.760000 sec): 3 clusters
  Score: Raw -526313.759047 + Penalty 2841.077105 = -523472.681943
  nChanged 32
		SP:Iteration 40F (143032.920000 sec): 3 clusters
  Score: Raw -526329.963796 + Penalty 2841.077105 = -523488.886692
  nChanged 35
		SP:Iteration 41Q (143033.090000 sec): 3 clusters
  Score: Raw -526350.509095 + Penalty 2841.077105 = -523509.431991
  nChanged 39
		SP:Iteration 42Q (143033.260000 sec): 3 clusters
  Score: Raw -526367.877768 + Penalty 2841.077105 = -523526.800663
  nChanged 31
		SP:Iteration 43Q (143033.420000 sec): 3 clusters
  Score: Raw -526382.095755 + Penalty 2841.077105 = -523541.018650
  nChanged 17
		SP:Iteration 44Q (143033.590000 sec): 3 clusters
  Score: Raw -526389.632199 + Penalty 2841.077105 = -523548.555094
  nChanged 19
		SP:Iteration 45Q (143033.750000 sec): 3 clusters
  Score: Raw -526397.739766 + Penalty 2841.077105 = -523556.662661
  nChanged 27
		SP:Iteration 46Q (143033.920000 sec): 3 clusters
  Score: Raw -526405.289525 + Penalty 2841.077105 = -523564.212420
  nChanged 16
		SP:Iteration 47Q (143034.080000 sec): 3 clusters
  Score: Raw -526410.363274 + Penalty 2841.077105 = -523569.286169
  nChanged 9
		SP:Iteration 48Q (143034.250000 sec): 3 clusters
  Score: Raw -526412.882796 + Penalty 2841.077105 = -523571.805691
  nChanged 7
		SP:Iteration 49Q (143034.440000 sec): 3 clusters
  Score: Raw -526414.810286 + Penalty 2841.077105 = -523573.733182
  nChanged 8
		SP:Iteration 50Q (143034.620000 sec): 3 clusters
  Score: Raw -526418.761852 + Penalty 2841.077105 = -523577.684747
  nChanged 11
		SP:Iteration 51Q (143034.840000 sec): 3 clusters
  Score: Raw -526424.621793 + Penalty 2841.077105 = -523583.544688
  nChanged 13
		SP:Iteration 52Q (143034.900000 sec): 3 clusters
  Score: Raw -526431.529738 + Penalty 2841.077105 = -523590.452634
  nChanged 14
		SP:Iteration 53Q (143035.010000 sec): 3 clusters
  Score: Raw -526436.218889 + Penalty 2841.077105 = -523595.141784
  nChanged 11
		SP:Iteration 54Q (143035.200000 sec): 3 clusters
  Score: Raw -526439.848209 + Penalty 2841.077105 = -523598.771104
  nChanged 10
		SP:Iteration 55Q (143035.360000 sec): 3 clusters
  Score: Raw -526444.229981 + Penalty 2841.077105 = -523603.152876
  nChanged 11
		SP:Iteration 56Q (143035.520000 sec): 3 clusters
  Score: Raw -526451.710151 + Penalty 2841.077105 = -523610.633046
  nChanged 8
		SP:Iteration 57Q (143035.690000 sec): 3 clusters
  Score: Raw -526454.870502 + Penalty 2841.077105 = -523613.793397
  nChanged 5
		SP:Iteration 58Q (143035.860000 sec): 3 clusters
  Score: Raw -526456.082290 + Penalty 2841.077105 = -523615.005185
  nChanged 1
		SP:Iteration 59Q (143036.020000 sec): 3 clusters
  Score: Raw -526456.284269 + Penalty 2841.077105 = -523615.207164
  nChanged 0
		SP:Iteration 60F (143036.190000 sec): 3 clusters
  Score: Raw -526456.284269 + Penalty 2841.077105 = -523615.207164
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (7661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143036.290000 sec): 2 clusters
  Score: Raw -633769.979936 + Penalty 1453.383393 = -632316.596544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143036.500000 sec): 3 clusters
  Score: Raw -629560.306963 + Penalty 2906.766786 = -626653.540177
  nChanged 3266
		SP:Iteration 1F (143036.700000 sec): 3 clusters
  Score: Raw -631616.192500 + Penalty 2906.766786 = -628709.425714
  nChanged 678
		SP:Iteration 2F (143036.900000 sec): 3 clusters
  Score: Raw -632156.636264 + Penalty 2906.766786 = -629249.869478
  nChanged 603
		SP:Iteration 3F (143037.100000 sec): 3 clusters
  Score: Raw -632730.619506 + Penalty 2906.766786 = -629823.852720
  nChanged 563
		SP:Iteration 4F (143037.300000 sec): 3 clusters
  Score: Raw -633201.596825 + Penalty 2906.766786 = -630294.830039
  nChanged 445
		SP:Iteration 5F (143037.500000 sec): 3 clusters
  Score: Raw -633552.822777 + Penalty 2906.766786 = -630646.055991
  nChanged 376
		SP:Iteration 6Q (143037.700000 sec): 3 clusters
  Score: Raw -633829.467121 + Penalty 2906.766786 = -630922.700335
  nChanged 279
		SP:Iteration 7Q (143037.900000 sec): 3 clusters
  Score: Raw -634004.168986 + Penalty 2906.766786 = -631097.402200
  nChanged 214
		SP:Iteration 8Q (143038.090000 sec): 3 clusters
  Score: Raw -634132.460118 + Penalty 2906.766786 = -631225.693332
  nChanged 207
		SP:Iteration 9Q (143038.290000 sec): 3 clusters
  Score: Raw -634273.310742 + Penalty 2906.766786 = -631366.543956
  nChanged 183
		SP:Iteration 10Q (143038.490000 sec): 3 clusters
  Score: Raw -634415.632858 + Penalty 2906.766786 = -631508.866072
  nChanged 162
		SP:Iteration 11Q (143038.690000 sec): 3 clusters
  Score: Raw -634541.391036 + Penalty 2906.766786 = -631634.624250
  nChanged 147
		SP:Iteration 12Q (143038.880000 sec): 3 clusters
  Score: Raw -634626.385290 + Penalty 2906.766786 = -631719.618504
  nChanged 100
		SP:Iteration 13Q (143039.080000 sec): 3 clusters
  Score: Raw -634674.343956 + Penalty 2906.766786 = -631767.577171
  nChanged 77
		SP:Iteration 14Q (143039.320000 sec): 3 clusters
  Score: Raw -634716.008285 + Penalty 2906.766786 = -631809.241499
  nChanged 62
		SP:Iteration 15Q (143039.480000 sec): 3 clusters
  Score: Raw -634745.261075 + Penalty 2906.766786 = -631838.494289
  nChanged 45
		SP:Iteration 16Q (143039.680000 sec): 3 clusters
  Score: Raw -634769.519759 + Penalty 2906.766786 = -631862.752973
  nChanged 51
		SP:Iteration 17Q (143039.870000 sec): 3 clusters
  Score: Raw -634791.744542 + Penalty 2906.766786 = -631884.977756
  nChanged 33
		SP:Iteration 18Q (143040.070000 sec): 3 clusters
  Score: Raw -634804.202463 + Penalty 2906.766786 = -631897.435677
  nChanged 27
		SP:Iteration 19Q (143040.270000 sec): 3 clusters
  Score: Raw -634812.799058 + Penalty 2906.766786 = -631906.032272
  nChanged 23
		SP:Iteration 20F (143040.470000 sec): 3 clusters
  Score: Raw -634821.186160 + Penalty 2906.766786 = -631914.419374
  nChanged 23
		SP:Iteration 21Q (143040.670000 sec): 3 clusters
  Score: Raw -634829.146861 + Penalty 2906.766786 = -631922.380075
  nChanged 18
		SP:Iteration 22Q (143040.870000 sec): 3 clusters
  Score: Raw -634836.953212 + Penalty 2906.766786 = -631930.186426
  nChanged 20
		SP:Iteration 23Q (143041.060000 sec): 3 clusters
  Score: Raw -634846.848256 + Penalty 2906.766786 = -631940.081470
  nChanged 26
		SP:Iteration 24Q (143041.180000 sec): 3 clusters
  Score: Raw -634860.716540 + Penalty 2906.766786 = -631953.949754
  nChanged 31
		SP:Iteration 25Q (143041.290000 sec): 3 clusters
  Score: Raw -634880.714385 + Penalty 2906.766786 = -631973.947599
  nChanged 34
		SP:Iteration 26Q (143041.480000 sec): 3 clusters
  Score: Raw -634896.170634 + Penalty 2906.766786 = -631989.403848
  nChanged 23
		SP:Iteration 27Q (143041.680000 sec): 3 clusters
  Score: Raw -634909.121008 + Penalty 2906.766786 = -632002.354222
  nChanged 23
		SP:Iteration 28Q (143041.880000 sec): 3 clusters
  Score: Raw -634918.725289 + Penalty 2906.766786 = -632011.958503
  nChanged 24
		SP:Iteration 29Q (143042.080000 sec): 3 clusters
  Score: Raw -634927.432968 + Penalty 2906.766786 = -632020.666182
  nChanged 15
		SP:Iteration 30Q (143042.280000 sec): 3 clusters
  Score: Raw -634931.909560 + Penalty 2906.766786 = -632025.142774
  nChanged 11
		SP:Iteration 31Q (143042.480000 sec): 3 clusters
  Score: Raw -634934.036936 + Penalty 2906.766786 = -632027.270150
  nChanged 6
		SP:Iteration 32Q (143042.720000 sec): 3 clusters
  Score: Raw -634935.211695 + Penalty 2906.766786 = -632028.444909
  nChanged 6
		SP:Iteration 33Q (143042.880000 sec): 3 clusters
  Score: Raw -634937.103678 + Penalty 2906.766786 = -632030.336892
  nChanged 7
		SP:Iteration 34Q (143043.080000 sec): 3 clusters
  Score: Raw -634938.917881 + Penalty 2906.766786 = -632032.151096
  nChanged 4
		SP:Iteration 35Q (143043.280000 sec): 3 clusters
  Score: Raw -634940.411917 + Penalty 2906.766786 = -632033.645131
  nChanged 7
		SP:Iteration 36Q (143043.480000 sec): 3 clusters
  Score: Raw -634942.354281 + Penalty 2906.766786 = -632035.587495
  nChanged 8
		SP:Iteration 37Q (143043.680000 sec): 3 clusters
  Score: Raw -634944.732474 + Penalty 2906.766786 = -632037.965688
  nChanged 6
		SP:Iteration 38Q (143043.880000 sec): 3 clusters
  Score: Raw -634945.594917 + Penalty 2906.766786 = -632038.828132
  nChanged 5
		SP:Iteration 39Q (143044.080000 sec): 3 clusters
  Score: Raw -634947.042075 + Penalty 2906.766786 = -632040.275289
  nChanged 6
		SP:Iteration 40F (143044.280000 sec): 3 clusters
  Score: Raw -634948.829224 + Penalty 2906.766786 = -632042.062438
  nChanged 4
		SP:Iteration 41Q (143044.480000 sec): 3 clusters
  Score: Raw -634949.935688 + Penalty 2906.766786 = -632043.168902
  nChanged 4
		SP:Iteration 42Q (143044.600000 sec): 3 clusters
  Score: Raw -634951.325697 + Penalty 2906.766786 = -632044.558912
  nChanged 6
		SP:Iteration 43Q (143044.750000 sec): 3 clusters
  Score: Raw -634953.026806 + Penalty 2906.766786 = -632046.260020
  nChanged 9
		SP:Iteration 44Q (143044.870000 sec): 3 clusters
  Score: Raw -634956.017936 + Penalty 2906.766786 = -632049.251151
  nChanged 5
		SP:Iteration 45Q (143044.990000 sec): 3 clusters
  Score: Raw -634958.358373 + Penalty 2906.766786 = -632051.591587
  nChanged 2
		SP:Iteration 46Q (143045.180000 sec): 3 clusters
  Score: Raw -634958.689839 + Penalty 2906.766786 = -632051.923053
  nChanged 1
		SP:Iteration 47Q (143045.380000 sec): 3 clusters
  Score: Raw -634958.744509 + Penalty 2906.766786 = -632051.977723
  nChanged 0
		SP:Iteration 48F (143045.590000 sec): 3 clusters
  Score: Raw -634958.744509 + Penalty 2906.766786 = -632051.977723
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (2162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143045.700000 sec): 2 clusters
  Score: Raw -200402.573808 + Penalty 1247.803212 = -199154.770596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143045.870000 sec): 3 clusters
  Score: Raw -199444.538753 + Penalty 2495.606424 = -196948.932328
  nChanged 783
		SP:Iteration 1F (143046.030000 sec): 3 clusters
  Score: Raw -199969.973439 + Penalty 2495.606424 = -197474.367014
  nChanged 197
		SP:Iteration 2F (143046.190000 sec): 3 clusters
  Score: Raw -200162.981845 + Penalty 2495.606424 = -197667.375420
  nChanged 165
		SP:Iteration 3F (143046.360000 sec): 3 clusters
  Score: Raw -200334.435075 + Penalty 2495.606424 = -197838.828651
  nChanged 144
		SP:Iteration 4F (143046.520000 sec): 3 clusters
  Score: Raw -200474.750928 + Penalty 2495.606424 = -197979.144504
  nChanged 109
		SP:Iteration 5F (143046.560000 sec): 3 clusters
  Score: Raw -200578.064589 + Penalty 2495.606424 = -198082.458165
  nChanged 103
		SP:Iteration 6Q (143046.600000 sec): 3 clusters
  Score: Raw -200679.624945 + Penalty 2495.606424 = -198184.018521
  nChanged 74
		SP:Iteration 7Q (143046.680000 sec): 3 clusters
  Score: Raw -200749.311977 + Penalty 2495.606424 = -198253.705553
  nChanged 48
		SP:Iteration 8Q (143046.720000 sec): 3 clusters
  Score: Raw -200790.107341 + Penalty 2495.606424 = -198294.500917
  nChanged 40
		SP:Iteration 9Q (143046.760000 sec): 3 clusters
  Score: Raw -200829.990293 + Penalty 2495.606424 = -198334.383868
  nChanged 41
		SP:Iteration 10Q (143046.800000 sec): 3 clusters
  Score: Raw -200866.261211 + Penalty 2495.606424 = -198370.654787
  nChanged 32
		SP:Iteration 11Q (143046.850000 sec): 3 clusters
  Score: Raw -200892.336205 + Penalty 2495.606424 = -198396.729780
  nChanged 26
		SP:Iteration 12Q (143046.890000 sec): 3 clusters
  Score: Raw -200910.976281 + Penalty 2495.606424 = -198415.369857
  nChanged 22
		SP:Iteration 13Q (143046.940000 sec): 3 clusters
  Score: Raw -200926.584665 + Penalty 2495.606424 = -198430.978241
  nChanged 13
		SP:Iteration 14Q (143046.980000 sec): 3 clusters
  Score: Raw -200933.429692 + Penalty 2495.606424 = -198437.823268
  nChanged 5
		SP:Iteration 15Q (143047.020000 sec): 3 clusters
  Score: Raw -200935.036774 + Penalty 2495.606424 = -198439.430349
  nChanged 2
		SP:Iteration 16Q (143047.060000 sec): 3 clusters
  Score: Raw -200935.871600 + Penalty 2495.606424 = -198440.265176
  nChanged 3
		SP:Iteration 17Q (143047.110000 sec): 3 clusters
  Score: Raw -200937.094625 + Penalty 2495.606424 = -198441.488201
  nChanged 2
		SP:Iteration 18Q (143047.150000 sec): 3 clusters
  Score: Raw -200938.993055 + Penalty 2495.606424 = -198443.386631
  nChanged 3
		SP:Iteration 19Q (143047.200000 sec): 3 clusters
  Score: Raw -200940.933267 + Penalty 2495.606424 = -198445.326843
  nChanged 1
		SP:Iteration 20F (143047.240000 sec): 3 clusters
  Score: Raw -200941.769440 + Penalty 2495.606424 = -198446.163016
  nChanged 2
		SP:Iteration 21Q (143047.280000 sec): 3 clusters
  Score: Raw -200942.547884 + Penalty 2495.606424 = -198446.941460
  nChanged 0
		SP:Iteration 22F (143047.320000 sec): 3 clusters
  Score: Raw -200942.547884 + Penalty 2495.606424 = -198446.941460
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (4588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143047.440000 sec): 2 clusters
  Score: Raw -450037.716661 + Penalty 1370.069915 = -448667.646746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143047.620000 sec): 3 clusters
  Score: Raw -447700.404070 + Penalty 2740.139830 = -444960.264239
  nChanged 1926
		SP:Iteration 1F (143047.800000 sec): 3 clusters
  Score: Raw -448941.225641 + Penalty 2740.139830 = -446201.085811
  nChanged 454
		SP:Iteration 2F (143047.970000 sec): 3 clusters
  Score: Raw -449355.071839 + Penalty 2740.139830 = -446614.932008
  nChanged 390
		SP:Iteration 3F (143048.150000 sec): 3 clusters
  Score: Raw -449684.496550 + Penalty 2740.139830 = -446944.356719
  nChanged 307
		SP:Iteration 4F (143048.320000 sec): 3 clusters
  Score: Raw -449906.347960 + Penalty 2740.139830 = -447166.208129
  nChanged 216
		SP:Iteration 5Q (143048.500000 sec): 3 clusters
  Score: Raw -450045.438765 + Penalty 2740.139830 = -447305.298934
  nChanged 159
		SP:Iteration 6Q (143048.670000 sec): 3 clusters
  Score: Raw -450129.390543 + Penalty 2740.139830 = -447389.250713
  nChanged 124
		SP:Iteration 7Q (143048.850000 sec): 3 clusters
  Score: Raw -450184.656945 + Penalty 2740.139830 = -447444.517115
  nChanged 79
		SP:Iteration 8Q (143049.020000 sec): 3 clusters
  Score: Raw -450218.468404 + Penalty 2740.139830 = -447478.328574
  nChanged 64
		SP:Iteration 9Q (143049.200000 sec): 3 clusters
  Score: Raw -450242.934640 + Penalty 2740.139830 = -447502.794810
  nChanged 54
		SP:Iteration 10Q (143049.380000 sec): 3 clusters
  Score: Raw -450260.880257 + Penalty 2740.139830 = -447520.740426
  nChanged 38
		SP:Iteration 11Q (143049.550000 sec): 3 clusters
  Score: Raw -450275.241036 + Penalty 2740.139830 = -447535.101206
  nChanged 26
		SP:Iteration 12Q (143049.730000 sec): 3 clusters
  Score: Raw -450282.365575 + Penalty 2740.139830 = -447542.225744
  nChanged 23
		SP:Iteration 13Q (143049.900000 sec): 3 clusters
  Score: Raw -450287.963228 + Penalty 2740.139830 = -447547.823397
  nChanged 19
		SP:Iteration 14Q (143050.080000 sec): 3 clusters
  Score: Raw -450293.840205 + Penalty 2740.139830 = -447553.700374
  nChanged 22
		SP:Iteration 15Q (143050.260000 sec): 3 clusters
  Score: Raw -450301.295857 + Penalty 2740.139830 = -447561.156027
  nChanged 22
		SP:Iteration 16Q (143050.430000 sec): 3 clusters
  Score: Raw -450310.065878 + Penalty 2740.139830 = -447569.926047
  nChanged 29
		SP:Iteration 17Q (143050.600000 sec): 3 clusters
  Score: Raw -450321.250788 + Penalty 2740.139830 = -447581.110957
  nChanged 19
		SP:Iteration 18Q (143050.780000 sec): 3 clusters
  Score: Raw -450326.998839 + Penalty 2740.139830 = -447586.859009
  nChanged 24
		SP:Iteration 19Q (143050.960000 sec): 3 clusters
  Score: Raw -450334.029998 + Penalty 2740.139830 = -447593.890168
  nChanged 15
		SP:Iteration 20F (143051.130000 sec): 3 clusters
  Score: Raw -450338.681264 + Penalty 2740.139830 = -447598.541434
  nChanged 13
		SP:Iteration 21Q (143051.310000 sec): 3 clusters
  Score: Raw -450341.293124 + Penalty 2740.139830 = -447601.153293
  nChanged 9
		SP:Iteration 22Q (143051.480000 sec): 3 clusters
  Score: Raw -450343.957111 + Penalty 2740.139830 = -447603.817281
  nChanged 8
		SP:Iteration 23Q (143051.660000 sec): 3 clusters
  Score: Raw -450346.250906 + Penalty 2740.139830 = -447606.111075
  nChanged 5
		SP:Iteration 24Q (143051.840000 sec): 3 clusters
  Score: Raw -450348.034692 + Penalty 2740.139830 = -447607.894861
  nChanged 9
		SP:Iteration 25Q (143052.010000 sec): 3 clusters
  Score: Raw -450350.857631 + Penalty 2740.139830 = -447610.717800
  nChanged 9
		SP:Iteration 26Q (143052.190000 sec): 3 clusters
  Score: Raw -450352.793750 + Penalty 2740.139830 = -447612.653920
  nChanged 7
		SP:Iteration 27Q (143052.360000 sec): 3 clusters
  Score: Raw -450354.123372 + Penalty 2740.139830 = -447613.983542
  nChanged 6
		SP:Iteration 28Q (143052.540000 sec): 3 clusters
  Score: Raw -450355.654794 + Penalty 2740.139830 = -447615.514964
  nChanged 9
		SP:Iteration 29Q (143052.720000 sec): 3 clusters
  Score: Raw -450357.950824 + Penalty 2740.139830 = -447617.810993
  nChanged 5
		SP:Iteration 30Q (143052.940000 sec): 3 clusters
  Score: Raw -450359.345455 + Penalty 2740.139830 = -447619.205625
  nChanged 2
		SP:Iteration 31Q (143053.080000 sec): 3 clusters
  Score: Raw -450359.848977 + Penalty 2740.139830 = -447619.709147
  nChanged 3
		SP:Iteration 32Q (143053.310000 sec): 3 clusters
  Score: Raw -450360.445840 + Penalty 2740.139830 = -447620.306009
  nChanged 4
		SP:Iteration 33Q (143053.460000 sec): 3 clusters
  Score: Raw -450361.331296 + Penalty 2740.139830 = -447621.191466
  nChanged 3
		SP:Iteration 34Q (143053.640000 sec): 3 clusters
  Score: Raw -450362.267479 + Penalty 2740.139830 = -447622.127648
  nChanged 4
		SP:Iteration 35Q (143053.820000 sec): 3 clusters
  Score: Raw -450363.086080 + Penalty 2740.139830 = -447622.946249
  nChanged 0
		SP:Iteration 36F (143053.990000 sec): 3 clusters
  Score: Raw -450363.086080 + Penalty 2740.139830 = -447622.946249
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143054.080000 sec): 2 clusters
  Score: Raw -74047.324167 + Penalty 1114.516818 = -72932.807349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143054.250000 sec): 3 clusters
  Score: Raw -73764.645471 + Penalty 2229.033636 = -71535.611835
  nChanged 290
		SP:Iteration 1F (143054.430000 sec): 3 clusters
  Score: Raw -74098.933117 + Penalty 2229.033636 = -71869.899481
  nChanged 86
		SP:Iteration 2F (143054.600000 sec): 3 clusters
  Score: Raw -74295.528280 + Penalty 2229.033636 = -72066.494644
  nChanged 110
		SP:Iteration 3F (143054.780000 sec): 3 clusters
  Score: Raw -74546.187984 + Penalty 2229.033636 = -72317.154347
  nChanged 84
		SP:Iteration 4F (143054.960000 sec): 3 clusters
  Score: Raw -74735.457617 + Penalty 2229.033636 = -72506.423981
  nChanged 46
		SP:Iteration 5Q (143055.130000 sec): 3 clusters
  Score: Raw -74816.865699 + Penalty 2229.033636 = -72587.832063
  nChanged 21
		SP:Iteration 6Q (143055.310000 sec): 3 clusters
  Score: Raw -74873.111984 + Penalty 2229.033636 = -72644.078347
  nChanged 17
		SP:Iteration 7Q (143055.480000 sec): 3 clusters
  Score: Raw -74900.102209 + Penalty 2229.033636 = -72671.068572
  nChanged 12
		SP:Iteration 8Q (143055.660000 sec): 3 clusters
  Score: Raw -74919.340646 + Penalty 2229.033636 = -72690.307010
  nChanged 9
		SP:Iteration 9Q (143055.840000 sec): 3 clusters
  Score: Raw -74930.258141 + Penalty 2229.033636 = -72701.224504
  nChanged 1
		SP:Iteration 10Q (143056.010000 sec): 3 clusters
  Score: Raw -74931.418159 + Penalty 2229.033636 = -72702.384523
  nChanged 1
		SP:Iteration 11Q (143056.170000 sec): 3 clusters
  Score: Raw -74933.634177 + Penalty 2229.033636 = -72704.600540
  nChanged 1
		SP:Iteration 12Q (143056.330000 sec): 3 clusters
  Score: Raw -74934.464080 + Penalty 2229.033636 = -72705.430444
  nChanged 0
		SP:Iteration 13F (143056.500000 sec): 3 clusters
  Score: Raw -74934.464080 + Penalty 2229.033636 = -72705.430444
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143056.650000 sec): 2 clusters
  Score: Raw -239036.028451 + Penalty 1314.091662 = -237721.936789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143056.800000 sec): 3 clusters
  Score: Raw -237519.694958 + Penalty 2628.183324 = -234891.511634
  nChanged 1243
		SP:Iteration 1F (143056.970000 sec): 3 clusters
  Score: Raw -238404.065641 + Penalty 2628.183324 = -235775.882317
  nChanged 313
		SP:Iteration 2F (143057.150000 sec): 3 clusters
  Score: Raw -238710.793174 + Penalty 2628.183324 = -236082.609850
  nChanged 226
		SP:Iteration 3F (143057.330000 sec): 3 clusters
  Score: Raw -238919.213261 + Penalty 2628.183324 = -236291.029936
  nChanged 197
		SP:Iteration 4F (143057.500000 sec): 3 clusters
  Score: Raw -239114.600266 + Penalty 2628.183324 = -236486.416942
  nChanged 148
		SP:Iteration 5Q (143057.680000 sec): 3 clusters
  Score: Raw -239237.794759 + Penalty 2628.183324 = -236609.611435
  nChanged 110
		SP:Iteration 6Q (143057.850000 sec): 3 clusters
  Score: Raw -239307.720314 + Penalty 2628.183324 = -236679.536990
  nChanged 90
		SP:Iteration 7Q (143058.030000 sec): 3 clusters
  Score: Raw -239356.137474 + Penalty 2628.183324 = -236727.954150
  nChanged 72
		SP:Iteration 8Q (143058.210000 sec): 3 clusters
  Score: Raw -239391.535798 + Penalty 2628.183324 = -236763.352474
  nChanged 57
		SP:Iteration 9Q (143058.380000 sec): 3 clusters
  Score: Raw -239425.220139 + Penalty 2628.183324 = -236797.036814
  nChanged 58
		SP:Iteration 10Q (143058.560000 sec): 3 clusters
  Score: Raw -239460.353403 + Penalty 2628.183324 = -236832.170079
  nChanged 49
		SP:Iteration 11Q (143058.730000 sec): 3 clusters
  Score: Raw -239481.516374 + Penalty 2628.183324 = -236853.333050
  nChanged 36
		SP:Iteration 12Q (143058.910000 sec): 3 clusters
  Score: Raw -239501.715497 + Penalty 2628.183324 = -236873.532173
  nChanged 33
		SP:Iteration 13Q (143059.090000 sec): 3 clusters
  Score: Raw -239519.813831 + Penalty 2628.183324 = -236891.630507
  nChanged 30
		SP:Iteration 14Q (143059.260000 sec): 3 clusters
  Score: Raw -239529.301970 + Penalty 2628.183324 = -236901.118646
  nChanged 25
		SP:Iteration 15Q (143059.430000 sec): 3 clusters
  Score: Raw -239538.003031 + Penalty 2628.183324 = -236909.819707
  nChanged 17
		SP:Iteration 16Q (143059.590000 sec): 3 clusters
  Score: Raw -239547.083603 + Penalty 2628.183324 = -236918.900279
  nChanged 18
		SP:Iteration 17Q (143059.750000 sec): 3 clusters
  Score: Raw -239554.972347 + Penalty 2628.183324 = -236926.789023
  nChanged 20
		SP:Iteration 18Q (143059.900000 sec): 3 clusters
  Score: Raw -239563.272207 + Penalty 2628.183324 = -236935.088883
  nChanged 16
		SP:Iteration 19Q (143060.070000 sec): 3 clusters
  Score: Raw -239570.475109 + Penalty 2628.183324 = -236942.291785
  nChanged 12
		SP:Iteration 20F (143060.250000 sec): 3 clusters
  Score: Raw -239576.121329 + Penalty 2628.183324 = -236947.938005
  nChanged 13
		SP:Iteration 21Q (143060.430000 sec): 3 clusters
  Score: Raw -239582.581506 + Penalty 2628.183324 = -236954.398182
  nChanged 15
		SP:Iteration 22Q (143060.600000 sec): 3 clusters
  Score: Raw -239589.988314 + Penalty 2628.183324 = -236961.804990
  nChanged 14
		SP:Iteration 23Q (143060.780000 sec): 3 clusters
  Score: Raw -239593.039844 + Penalty 2628.183324 = -236964.856520
  nChanged 8
		SP:Iteration 24Q (143060.950000 sec): 3 clusters
  Score: Raw -239595.697915 + Penalty 2628.183324 = -236967.514591
  nChanged 6
		SP:Iteration 25Q (143061.130000 sec): 3 clusters
  Score: Raw -239598.690848 + Penalty 2628.183324 = -236970.507524
  nChanged 12
		SP:Iteration 26Q (143061.310000 sec): 3 clusters
  Score: Raw -239604.818464 + Penalty 2628.183324 = -236976.635140
  nChanged 18
		SP:Iteration 27Q (143061.480000 sec): 3 clusters
  Score: Raw -239614.157116 + Penalty 2628.183324 = -236985.973792
  nChanged 16
		SP:Iteration 28Q (143061.660000 sec): 3 clusters
  Score: Raw -239620.130660 + Penalty 2628.183324 = -236991.947336
  nChanged 8
		SP:Iteration 29Q (143061.830000 sec): 3 clusters
  Score: Raw -239623.837569 + Penalty 2628.183324 = -236995.654245
  nChanged 7
		SP:Iteration 30Q (143062.010000 sec): 3 clusters
  Score: Raw -239627.316848 + Penalty 2628.183324 = -236999.133524
  nChanged 12
		SP:Iteration 31Q (143062.190000 sec): 3 clusters
  Score: Raw -239632.458804 + Penalty 2628.183324 = -237004.275480
  nChanged 12
		SP:Iteration 32Q (143062.360000 sec): 3 clusters
  Score: Raw -239636.351387 + Penalty 2628.183324 = -237008.168063
  nChanged 8
		SP:Iteration 33Q (143062.530000 sec): 3 clusters
  Score: Raw -239640.913754 + Penalty 2628.183324 = -237012.730430
  nChanged 14
		SP:Iteration 34Q (143062.710000 sec): 3 clusters
  Score: Raw -239647.664475 + Penalty 2628.183324 = -237019.481151
  nChanged 14
		SP:Iteration 35Q (143062.890000 sec): 3 clusters
  Score: Raw -239652.376408 + Penalty 2628.183324 = -237024.193084
  nChanged 8
		SP:Iteration 36Q (143063.060000 sec): 3 clusters
  Score: Raw -239655.174105 + Penalty 2628.183324 = -237026.990781
  nChanged 10
		SP:Iteration 37Q (143063.240000 sec): 3 clusters
  Score: Raw -239659.831098 + Penalty 2628.183324 = -237031.647774
  nChanged 8
		SP:Iteration 38Q (143063.410000 sec): 3 clusters
  Score: Raw -239662.962147 + Penalty 2628.183324 = -237034.778823
  nChanged 9
		SP:Iteration 39Q (143063.590000 sec): 3 clusters
  Score: Raw -239667.360427 + Penalty 2628.183324 = -237039.177103
  nChanged 12
		SP:Iteration 40F (143063.770000 sec): 3 clusters
  Score: Raw -239674.958501 + Penalty 2628.183324 = -237046.775177
  nChanged 14
		SP:Iteration 41Q (143063.940000 sec): 3 clusters
  Score: Raw -239682.846752 + Penalty 2628.183324 = -237054.663428
  nChanged 18
		SP:Iteration 42Q (143064.120000 sec): 3 clusters
  Score: Raw -239691.499617 + Penalty 2628.183324 = -237063.316293
  nChanged 15
		SP:Iteration 43Q (143064.290000 sec): 3 clusters
  Score: Raw -239697.434128 + Penalty 2628.183324 = -237069.250804
  nChanged 10
		SP:Iteration 44Q (143064.470000 sec): 3 clusters
  Score: Raw -239700.625694 + Penalty 2628.183324 = -237072.442370
  nChanged 5
		SP:Iteration 45Q (143064.650000 sec): 3 clusters
  Score: Raw -239702.584098 + Penalty 2628.183324 = -237074.400774
  nChanged 7
		SP:Iteration 46Q (143064.820000 sec): 3 clusters
  Score: Raw -239704.589313 + Penalty 2628.183324 = -237076.405989
  nChanged 6
		SP:Iteration 47Q (143065.000000 sec): 3 clusters
  Score: Raw -239708.053862 + Penalty 2628.183324 = -237079.870538
  nChanged 7
		SP:Iteration 48Q (143065.170000 sec): 3 clusters
  Score: Raw -239712.220222 + Penalty 2628.183324 = -237084.036898
  nChanged 6
		SP:Iteration 49Q (143065.350000 sec): 3 clusters
  Score: Raw -239714.252738 + Penalty 2628.183324 = -237086.069413
  nChanged 5
		SP:Iteration 50Q (143065.530000 sec): 3 clusters
  Score: Raw -239716.168709 + Penalty 2628.183324 = -237087.985385
  nChanged 7
		SP:Iteration 51Q (143065.700000 sec): 3 clusters
  Score: Raw -239719.448224 + Penalty 2628.183324 = -237091.264900
  nChanged 6
		SP:Iteration 52Q (143065.880000 sec): 3 clusters
  Score: Raw -239721.081373 + Penalty 2628.183324 = -237092.898049
  nChanged 5
		SP:Iteration 53Q (143066.050000 sec): 3 clusters
  Score: Raw -239722.798265 + Penalty 2628.183324 = -237094.614941
  nChanged 3
		SP:Iteration 54Q (143066.230000 sec): 3 clusters
  Score: Raw -239724.033970 + Penalty 2628.183324 = -237095.850646
  nChanged 2
		SP:Iteration 55Q (143066.410000 sec): 3 clusters
  Score: Raw -239724.788803 + Penalty 2628.183324 = -237096.605479
  nChanged 3
		SP:Iteration 56Q (143066.580000 sec): 3 clusters
  Score: Raw -239725.675639 + Penalty 2628.183324 = -237097.492314
  nChanged 4
		SP:Iteration 57Q (143066.760000 sec): 3 clusters
  Score: Raw -239726.597400 + Penalty 2628.183324 = -237098.414076
  nChanged 1
		SP:Iteration 58Q (143066.930000 sec): 3 clusters
  Score: Raw -239726.742783 + Penalty 2628.183324 = -237098.559459
  nChanged 0
		SP:Iteration 59F (143067.110000 sec): 3 clusters
  Score: Raw -239726.742783 + Penalty 2628.183324 = -237098.559459
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (1850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143067.190000 sec): 2 clusters
  Score: Raw -157694.470884 + Penalty 1222.477899 = -156471.992985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143067.370000 sec): 3 clusters
  Score: Raw -156973.924230 + Penalty 2444.955798 = -154528.968432
  nChanged 649
		SP:Iteration 1F (143067.550000 sec): 3 clusters
  Score: Raw -157413.284682 + Penalty 2444.955798 = -154968.328884
  nChanged 170
		SP:Iteration 2F (143067.720000 sec): 3 clusters
  Score: Raw -157594.689249 + Penalty 2444.955798 = -155149.733450
  nChanged 114
		SP:Iteration 3F (143067.900000 sec): 3 clusters
  Score: Raw -157702.294663 + Penalty 2444.955798 = -155257.338864
  nChanged 94
		SP:Iteration 4F (143068.070000 sec): 3 clusters
  Score: Raw -157790.859686 + Penalty 2444.955798 = -155345.903887
  nChanged 66
		SP:Iteration 5Q (143068.250000 sec): 3 clusters
  Score: Raw -157844.158018 + Penalty 2444.955798 = -155399.202219
  nChanged 47
		SP:Iteration 6Q (143068.430000 sec): 3 clusters
  Score: Raw -157879.921159 + Penalty 2444.955798 = -155434.965361
  nChanged 44
		SP:Iteration 7Q (143068.600000 sec): 3 clusters
  Score: Raw -157913.627505 + Penalty 2444.955798 = -155468.671707
  nChanged 40
		SP:Iteration 8Q (143068.780000 sec): 3 clusters
  Score: Raw -157942.531772 + Penalty 2444.955798 = -155497.575974
  nChanged 35
		SP:Iteration 9Q (143068.950000 sec): 3 clusters
  Score: Raw -157967.214216 + Penalty 2444.955798 = -155522.258418
  nChanged 31
		SP:Iteration 10Q (143069.130000 sec): 3 clusters
  Score: Raw -157991.577559 + Penalty 2444.955798 = -155546.621761
  nChanged 20
		SP:Iteration 11Q (143069.300000 sec): 3 clusters
  Score: Raw -158002.088085 + Penalty 2444.955798 = -155557.132287
  nChanged 13
		SP:Iteration 12Q (143069.480000 sec): 3 clusters
  Score: Raw -158009.471560 + Penalty 2444.955798 = -155564.515762
  nChanged 5
		SP:Iteration 13Q (143069.650000 sec): 3 clusters
  Score: Raw -158011.833857 + Penalty 2444.955798 = -155566.878059
  nChanged 6
		SP:Iteration 14Q (143069.830000 sec): 3 clusters
  Score: Raw -158014.012806 + Penalty 2444.955798 = -155569.057007
  nChanged 2
		SP:Iteration 15Q (143070.010000 sec): 3 clusters
  Score: Raw -158014.445985 + Penalty 2444.955798 = -155569.490186
  nChanged 0
		SP:Iteration 16F (143070.180000 sec): 3 clusters
  Score: Raw -158014.445985 + Penalty 2444.955798 = -155569.490186
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143070.280000 sec): 2 clusters
  Score: Raw -477584.947769 + Penalty 1373.018160 = -476211.929609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143070.450000 sec): 3 clusters
  Score: Raw -475169.420714 + Penalty 2746.036320 = -472423.384394
  nChanged 1848
		SP:Iteration 1F (143070.630000 sec): 3 clusters
  Score: Raw -476172.107145 + Penalty 2746.036320 = -473426.070825
  nChanged 338
		SP:Iteration 2F (143070.810000 sec): 3 clusters
  Score: Raw -476330.942980 + Penalty 2746.036320 = -473584.906660
  nChanged 224
		SP:Iteration 3Q (143070.980000 sec): 3 clusters
  Score: Raw -476428.836463 + Penalty 2746.036320 = -473682.800142
  nChanged 172
		SP:Iteration 4Q (143071.160000 sec): 3 clusters
  Score: Raw -476504.058087 + Penalty 2746.036320 = -473758.021767
  nChanged 126
		SP:Iteration 5Q (143071.330000 sec): 3 clusters
  Score: Raw -476551.372137 + Penalty 2746.036320 = -473805.335816
  nChanged 100
		SP:Iteration 6Q (143071.510000 sec): 3 clusters
  Score: Raw -476597.122662 + Penalty 2746.036320 = -473851.086342
  nChanged 112
		SP:Iteration 7Q (143071.690000 sec): 3 clusters
  Score: Raw -476648.984004 + Penalty 2746.036320 = -473902.947683
  nChanged 114
		SP:Iteration 8Q (143071.860000 sec): 3 clusters
  Score: Raw -476695.094161 + Penalty 2746.036320 = -473949.057840
  nChanged 102
		SP:Iteration 9Q (143072.030000 sec): 3 clusters
  Score: Raw -476732.718055 + Penalty 2746.036320 = -473986.681735
  nChanged 86
		SP:Iteration 10Q (143072.210000 sec): 3 clusters
  Score: Raw -476764.921125 + Penalty 2746.036320 = -474018.884804
  nChanged 80
		SP:Iteration 11Q (143072.390000 sec): 3 clusters
  Score: Raw -476796.881884 + Penalty 2746.036320 = -474050.845564
  nChanged 65
		SP:Iteration 12Q (143072.560000 sec): 3 clusters
  Score: Raw -476823.127659 + Penalty 2746.036320 = -474077.091338
  nChanged 73
		SP:Iteration 13Q (143072.730000 sec): 3 clusters
  Score: Raw -476848.432527 + Penalty 2746.036320 = -474102.396207
  nChanged 57
		SP:Iteration 14Q (143072.820000 sec): 3 clusters
  Score: Raw -476871.792520 + Penalty 2746.036320 = -474125.756200
  nChanged 65
		SP:Iteration 15Q (143072.910000 sec): 3 clusters
  Score: Raw -476896.821130 + Penalty 2746.036320 = -474150.784809
  nChanged 56
		SP:Iteration 16Q (143073.010000 sec): 3 clusters
  Score: Raw -476918.181365 + Penalty 2746.036320 = -474172.145044
  nChanged 54
		SP:Iteration 17Q (143073.100000 sec): 3 clusters
  Score: Raw -476941.663721 + Penalty 2746.036320 = -474195.627401
  nChanged 56
		SP:Iteration 18Q (143073.200000 sec): 3 clusters
  Score: Raw -476964.129828 + Penalty 2746.036320 = -474218.093508
  nChanged 58
		SP:Iteration 19Q (143073.290000 sec): 3 clusters
  Score: Raw -476984.135534 + Penalty 2746.036320 = -474238.099213
  nChanged 53
		SP:Iteration 20F (143073.390000 sec): 3 clusters
  Score: Raw -477002.001445 + Penalty 2746.036320 = -474255.965124
  nChanged 59
		SP:Iteration 21Q (143073.480000 sec): 3 clusters
  Score: Raw -477020.101134 + Penalty 2746.036320 = -474274.064814
  nChanged 54
		SP:Iteration 22Q (143073.570000 sec): 3 clusters
  Score: Raw -477034.992806 + Penalty 2746.036320 = -474288.956485
  nChanged 51
		SP:Iteration 23Q (143073.670000 sec): 3 clusters
  Score: Raw -477053.949731 + Penalty 2746.036320 = -474307.913411
  nChanged 57
		SP:Iteration 24Q (143073.760000 sec): 3 clusters
  Score: Raw -477076.690679 + Penalty 2746.036320 = -474330.654358
  nChanged 60
		SP:Iteration 25Q (143073.850000 sec): 3 clusters
  Score: Raw -477100.740899 + Penalty 2746.036320 = -474354.704579
  nChanged 57
		SP:Iteration 26Q (143073.950000 sec): 3 clusters
  Score: Raw -477123.466229 + Penalty 2746.036320 = -474377.429909
  nChanged 57
		SP:Iteration 27Q (143074.120000 sec): 3 clusters
  Score: Raw -477144.300835 + Penalty 2746.036320 = -474398.264515
  nChanged 58
		SP:Iteration 28Q (143074.300000 sec): 3 clusters
  Score: Raw -477167.515671 + Penalty 2746.036320 = -474421.479351
  nChanged 62
		SP:Iteration 29Q (143074.470000 sec): 3 clusters
  Score: Raw -477187.649173 + Penalty 2746.036320 = -474441.612852
  nChanged 50
		SP:Iteration 30Q (143074.650000 sec): 3 clusters
  Score: Raw -477205.202835 + Penalty 2746.036320 = -474459.166514
  nChanged 39
		SP:Iteration 31Q (143074.820000 sec): 3 clusters
  Score: Raw -477218.324218 + Penalty 2746.036320 = -474472.287898
  nChanged 43
		SP:Iteration 32Q (143075.000000 sec): 3 clusters
  Score: Raw -477234.436626 + Penalty 2746.036320 = -474488.400306
  nChanged 40
		SP:Iteration 33Q (143075.170000 sec): 3 clusters
  Score: Raw -477248.613469 + Penalty 2746.036320 = -474502.577148
  nChanged 39
		SP:Iteration 34Q (143075.350000 sec): 3 clusters
  Score: Raw -477263.277480 + Penalty 2746.036320 = -474517.241159
  nChanged 41
		SP:Iteration 35Q (143075.530000 sec): 3 clusters
  Score: Raw -477276.596717 + Penalty 2746.036320 = -474530.560396
  nChanged 34
		SP:Iteration 36Q (143075.700000 sec): 3 clusters
  Score: Raw -477284.700612 + Penalty 2746.036320 = -474538.664292
  nChanged 27
		SP:Iteration 37Q (143075.880000 sec): 3 clusters
  Score: Raw -477290.045637 + Penalty 2746.036320 = -474544.009317
  nChanged 15
		SP:Iteration 38Q (143076.050000 sec): 3 clusters
  Score: Raw -477292.900225 + Penalty 2746.036320 = -474546.863904
  nChanged 15
		SP:Iteration 39Q (143076.230000 sec): 3 clusters
  Score: Raw -477296.101769 + Penalty 2746.036320 = -474550.065448
  nChanged 16
		SP:Iteration 40F (143076.400000 sec): 3 clusters
  Score: Raw -477299.593688 + Penalty 2746.036320 = -474553.557368
  nChanged 18
		SP:Iteration 41Q (143076.580000 sec): 3 clusters
  Score: Raw -477303.175619 + Penalty 2746.036320 = -474557.139299
  nChanged 14
		SP:Iteration 42Q (143076.750000 sec): 3 clusters
  Score: Raw -477305.715739 + Penalty 2746.036320 = -474559.679418
  nChanged 13
		SP:Iteration 43Q (143076.930000 sec): 3 clusters
  Score: Raw -477309.399414 + Penalty 2746.036320 = -474563.363094
  nChanged 15
		SP:Iteration 44Q (143077.110000 sec): 3 clusters
  Score: Raw -477312.715745 + Penalty 2746.036320 = -474566.679424
  nChanged 13
		SP:Iteration 45Q (143077.280000 sec): 3 clusters
  Score: Raw -477316.509550 + Penalty 2746.036320 = -474570.473229
  nChanged 15
		SP:Iteration 46Q (143077.460000 sec): 3 clusters
  Score: Raw -477319.578193 + Penalty 2746.036320 = -474573.541872
  nChanged 12
		SP:Iteration 47Q (143077.630000 sec): 3 clusters
  Score: Raw -477321.919083 + Penalty 2746.036320 = -474575.882763
  nChanged 14
		SP:Iteration 48Q (143077.810000 sec): 3 clusters
  Score: Raw -477324.798058 + Penalty 2746.036320 = -474578.761737
  nChanged 8
		SP:Iteration 49Q (143077.990000 sec): 3 clusters
  Score: Raw -477326.559530 + Penalty 2746.036320 = -474580.523210
  nChanged 8
		SP:Iteration 50Q (143078.160000 sec): 3 clusters
  Score: Raw -477328.440173 + Penalty 2746.036320 = -474582.403853
  nChanged 9
		SP:Iteration 51Q (143078.340000 sec): 3 clusters
  Score: Raw -477329.878372 + Penalty 2746.036320 = -474583.842051
  nChanged 2
		SP:Iteration 52Q (143078.510000 sec): 3 clusters
  Score: Raw -477330.272052 + Penalty 2746.036320 = -474584.235732
  nChanged 5
		SP:Iteration 53Q (143078.690000 sec): 3 clusters
  Score: Raw -477331.045945 + Penalty 2746.036320 = -474585.009625
  nChanged 4
		SP:Iteration 54Q (143078.860000 sec): 3 clusters
  Score: Raw -477331.964829 + Penalty 2746.036320 = -474585.928509
  nChanged 3
		SP:Iteration 55Q (143079.040000 sec): 3 clusters
  Score: Raw -477332.432967 + Penalty 2746.036320 = -474586.396647
  nChanged 2
		SP:Iteration 56Q (143079.210000 sec): 3 clusters
  Score: Raw -477332.916765 + Penalty 2746.036320 = -474586.880445
  nChanged 0
		SP:Iteration 57F (143079.390000 sec): 3 clusters
  Score: Raw -477332.916765 + Penalty 2746.036320 = -474586.880445
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (4785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143079.490000 sec): 2 clusters
  Score: Raw -343828.136875 + Penalty 1376.901712 = -342451.235163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143079.690000 sec): 3 clusters
  Score: Raw -341445.469878 + Penalty 2753.803424 = -338691.666454
  nChanged 1877
		SP:Iteration 1F (143079.880000 sec): 3 clusters
  Score: Raw -342791.814796 + Penalty 2753.803424 = -340038.011373
  nChanged 483
		SP:Iteration 2F (143080.050000 sec): 3 clusters
  Score: Raw -343192.966733 + Penalty 2753.803424 = -340439.163309
  nChanged 372
		SP:Iteration 3F (143080.230000 sec): 3 clusters
  Score: Raw -343520.290650 + Penalty 2753.803424 = -340766.487226
  nChanged 266
		SP:Iteration 4F (143080.410000 sec): 3 clusters
  Score: Raw -343729.287026 + Penalty 2753.803424 = -340975.483602
  nChanged 203
		SP:Iteration 5Q (143080.580000 sec): 3 clusters
  Score: Raw -343872.463500 + Penalty 2753.803424 = -341118.660076
  nChanged 170
		SP:Iteration 6Q (143080.760000 sec): 3 clusters
  Score: Raw -343970.851200 + Penalty 2753.803424 = -341217.047776
  nChanged 145
		SP:Iteration 7Q (143080.930000 sec): 3 clusters
  Score: Raw -344036.059314 + Penalty 2753.803424 = -341282.255890
  nChanged 96
		SP:Iteration 8Q (143081.110000 sec): 3 clusters
  Score: Raw -344077.652504 + Penalty 2753.803424 = -341323.849080
  nChanged 71
		SP:Iteration 9Q (143081.290000 sec): 3 clusters
  Score: Raw -344106.662363 + Penalty 2753.803424 = -341352.858939
  nChanged 51
		SP:Iteration 10Q (143081.460000 sec): 3 clusters
  Score: Raw -344132.299373 + Penalty 2753.803424 = -341378.495949
  nChanged 51
		SP:Iteration 11Q (143081.630000 sec): 3 clusters
  Score: Raw -344149.956711 + Penalty 2753.803424 = -341396.153287
  nChanged 29
		SP:Iteration 12Q (143081.810000 sec): 3 clusters
  Score: Raw -344162.057809 + Penalty 2753.803424 = -341408.254385
  nChanged 31
		SP:Iteration 13Q (143081.990000 sec): 3 clusters
  Score: Raw -344171.855145 + Penalty 2753.803424 = -341418.051721
  nChanged 32
		SP:Iteration 14Q (143082.160000 sec): 3 clusters
  Score: Raw -344182.120576 + Penalty 2753.803424 = -341428.317152
  nChanged 23
		SP:Iteration 15Q (143082.340000 sec): 3 clusters
  Score: Raw -344187.795457 + Penalty 2753.803424 = -341433.992033
  nChanged 21
		SP:Iteration 16Q (143082.510000 sec): 3 clusters
  Score: Raw -344194.433299 + Penalty 2753.803424 = -341440.629875
  nChanged 23
		SP:Iteration 17Q (143082.690000 sec): 3 clusters
  Score: Raw -344201.469944 + Penalty 2753.803424 = -341447.666520
  nChanged 24
		SP:Iteration 18Q (143082.860000 sec): 3 clusters
  Score: Raw -344208.133320 + Penalty 2753.803424 = -341454.329896
  nChanged 22
		SP:Iteration 19Q (143083.040000 sec): 3 clusters
  Score: Raw -344216.672922 + Penalty 2753.803424 = -341462.869498
  nChanged 29
		SP:Iteration 20F (143083.210000 sec): 3 clusters
  Score: Raw -344225.511694 + Penalty 2753.803424 = -341471.708270
  nChanged 23
		SP:Iteration 21Q (143083.390000 sec): 3 clusters
  Score: Raw -344233.321944 + Penalty 2753.803424 = -341479.518521
  nChanged 20
		SP:Iteration 22Q (143083.570000 sec): 3 clusters
  Score: Raw -344241.444655 + Penalty 2753.803424 = -341487.641231
  nChanged 24
		SP:Iteration 23Q (143083.740000 sec): 3 clusters
  Score: Raw -344251.164904 + Penalty 2753.803424 = -341497.361480
  nChanged 29
		SP:Iteration 24Q (143083.920000 sec): 3 clusters
  Score: Raw -344258.790026 + Penalty 2753.803424 = -341504.986602
  nChanged 24
		SP:Iteration 25Q (143084.090000 sec): 3 clusters
  Score: Raw -344266.439482 + Penalty 2753.803424 = -341512.636058
  nChanged 20
		SP:Iteration 26Q (143084.270000 sec): 3 clusters
  Score: Raw -344271.072412 + Penalty 2753.803424 = -341517.268988
  nChanged 12
		SP:Iteration 27Q (143084.440000 sec): 3 clusters
  Score: Raw -344273.749913 + Penalty 2753.803424 = -341519.946489
  nChanged 16
		SP:Iteration 28Q (143084.620000 sec): 3 clusters
  Score: Raw -344278.628357 + Penalty 2753.803424 = -341524.824933
  nChanged 20
		SP:Iteration 29Q (143084.790000 sec): 3 clusters
  Score: Raw -344282.692308 + Penalty 2753.803424 = -341528.888884
  nChanged 16
		SP:Iteration 30Q (143084.970000 sec): 3 clusters
  Score: Raw -344286.340106 + Penalty 2753.803424 = -341532.536682
  nChanged 12
		SP:Iteration 31Q (143085.150000 sec): 3 clusters
  Score: Raw -344288.923374 + Penalty 2753.803424 = -341535.119950
  nChanged 13
		SP:Iteration 32Q (143085.320000 sec): 3 clusters
  Score: Raw -344291.487430 + Penalty 2753.803424 = -341537.684006
  nChanged 11
		SP:Iteration 33Q (143085.500000 sec): 3 clusters
  Score: Raw -344293.526792 + Penalty 2753.803424 = -341539.723368
  nChanged 4
		SP:Iteration 34Q (143085.680000 sec): 3 clusters
  Score: Raw -344294.296703 + Penalty 2753.803424 = -341540.493280
  nChanged 4
		SP:Iteration 35Q (143085.850000 sec): 3 clusters
  Score: Raw -344294.759932 + Penalty 2753.803424 = -341540.956508
  nChanged 3
		SP:Iteration 36Q (143086.020000 sec): 3 clusters
  Score: Raw -344294.988478 + Penalty 2753.803424 = -341541.185054
  nChanged 4
		SP:Iteration 37Q (143086.200000 sec): 3 clusters
  Score: Raw -344295.468079 + Penalty 2753.803424 = -341541.664655
  nChanged 8
		SP:Iteration 38Q (143086.380000 sec): 3 clusters
  Score: Raw -344296.561251 + Penalty 2753.803424 = -341542.757827
  nChanged 5
		SP:Iteration 39Q (143086.550000 sec): 3 clusters
  Score: Raw -344297.260704 + Penalty 2753.803424 = -341543.457280
  nChanged 5
		SP:Iteration 40F (143086.730000 sec): 3 clusters
  Score: Raw -344297.892371 + Penalty 2753.803424 = -341544.088947
  nChanged 3
		SP:Iteration 41Q (143086.900000 sec): 3 clusters
  Score: Raw -344298.815341 + Penalty 2753.803424 = -341545.011917
  nChanged 1
		SP:Iteration 42Q (143087.080000 sec): 3 clusters
  Score: Raw -344298.987873 + Penalty 2753.803424 = -341545.184449
  nChanged 2
		SP:Iteration 43Q (143087.250000 sec): 3 clusters
  Score: Raw -344299.434022 + Penalty 2753.803424 = -341545.630599
  nChanged 4
		SP:Iteration 44Q (143087.430000 sec): 3 clusters
  Score: Raw -344299.952945 + Penalty 2753.803424 = -341546.149521
  nChanged 2
		SP:Iteration 45Q (143087.600000 sec): 3 clusters
  Score: Raw -344300.433223 + Penalty 2753.803424 = -341546.629799
  nChanged 0
		SP:Iteration 46F (143087.780000 sec): 3 clusters
  Score: Raw -344300.433223 + Penalty 2753.803424 = -341546.629799
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (4454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143087.880000 sec): 2 clusters
  Score: Raw -307159.745421 + Penalty 1365.253150 = -305794.492271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143088.050000 sec): 3 clusters
  Score: Raw -304922.449010 + Penalty 2730.506301 = -302191.942709
  nChanged 1829
		SP:Iteration 1F (143088.230000 sec): 3 clusters
  Score: Raw -306237.585357 + Penalty 2730.506301 = -303507.079057
  nChanged 440
		SP:Iteration 2F (143088.400000 sec): 3 clusters
  Score: Raw -306655.979493 + Penalty 2730.506301 = -303925.473192
  nChanged 352
		SP:Iteration 3F (143088.580000 sec): 3 clusters
  Score: Raw -307007.894046 + Penalty 2730.506301 = -304277.387745
  nChanged 299
		SP:Iteration 4F (143088.760000 sec): 3 clusters
  Score: Raw -307242.824105 + Penalty 2730.506301 = -304512.317805
  nChanged 245
		SP:Iteration 5F (143088.930000 sec): 3 clusters
  Score: Raw -307399.184816 + Penalty 2730.506301 = -304668.678516
  nChanged 168
		SP:Iteration 6Q (143089.110000 sec): 3 clusters
  Score: Raw -307505.746571 + Penalty 2730.506301 = -304775.240271
  nChanged 131
		SP:Iteration 7Q (143089.280000 sec): 3 clusters
  Score: Raw -307584.049712 + Penalty 2730.506301 = -304853.543411
  nChanged 107
		SP:Iteration 8Q (143089.440000 sec): 3 clusters
  Score: Raw -307652.870482 + Penalty 2730.506301 = -304922.364182
  nChanged 93
		SP:Iteration 9Q (143089.640000 sec): 3 clusters
  Score: Raw -307710.891913 + Penalty 2730.506301 = -304980.385612
  nChanged 101
		SP:Iteration 10Q (143089.810000 sec): 3 clusters
  Score: Raw -307776.104791 + Penalty 2730.506301 = -305045.598490
  nChanged 94
		SP:Iteration 11Q (143089.980000 sec): 3 clusters
  Score: Raw -307836.161111 + Penalty 2730.506301 = -305105.654811
  nChanged 89
		SP:Iteration 12Q (143090.160000 sec): 3 clusters
  Score: Raw -307876.460569 + Penalty 2730.506301 = -305145.954269
  nChanged 71
		SP:Iteration 13Q (143090.340000 sec): 3 clusters
  Score: Raw -307905.258768 + Penalty 2730.506301 = -305174.752467
  nChanged 51
		SP:Iteration 14Q (143090.510000 sec): 3 clusters
  Score: Raw -307927.093720 + Penalty 2730.506301 = -305196.587419
  nChanged 49
		SP:Iteration 15Q (143090.690000 sec): 3 clusters
  Score: Raw -307948.539952 + Penalty 2730.506301 = -305218.033652
  nChanged 40
		SP:Iteration 16Q (143090.860000 sec): 3 clusters
  Score: Raw -307958.713407 + Penalty 2730.506301 = -305228.207106
  nChanged 24
		SP:Iteration 17Q (143091.040000 sec): 3 clusters
  Score: Raw -307966.575106 + Penalty 2730.506301 = -305236.068805
  nChanged 18
		SP:Iteration 18Q (143091.220000 sec): 3 clusters
  Score: Raw -307973.155210 + Penalty 2730.506301 = -305242.648909
  nChanged 21
		SP:Iteration 19Q (143091.390000 sec): 3 clusters
  Score: Raw -307978.443367 + Penalty 2730.506301 = -305247.937066
  nChanged 15
		SP:Iteration 20F (143091.570000 sec): 3 clusters
  Score: Raw -307981.995560 + Penalty 2730.506301 = -305251.489259
  nChanged 13
		SP:Iteration 21Q (143091.740000 sec): 3 clusters
  Score: Raw -307986.301204 + Penalty 2730.506301 = -305255.794903
  nChanged 19
		SP:Iteration 22Q (143091.920000 sec): 3 clusters
  Score: Raw -307993.761056 + Penalty 2730.506301 = -305263.254756
  nChanged 17
		SP:Iteration 23Q (143092.100000 sec): 3 clusters
  Score: Raw -307999.381296 + Penalty 2730.506301 = -305268.874996
  nChanged 21
		SP:Iteration 24Q (143092.270000 sec): 3 clusters
  Score: Raw -308004.423580 + Penalty 2730.506301 = -305273.917280
  nChanged 9
		SP:Iteration 25Q (143092.450000 sec): 3 clusters
  Score: Raw -308006.445288 + Penalty 2730.506301 = -305275.938988
  nChanged 7
		SP:Iteration 26Q (143092.620000 sec): 3 clusters
  Score: Raw -308007.462144 + Penalty 2730.506301 = -305276.955844
  nChanged 5
		SP:Iteration 27Q (143092.800000 sec): 3 clusters
  Score: Raw -308008.201884 + Penalty 2730.506301 = -305277.695583
  nChanged 3
		SP:Iteration 28Q (143092.980000 sec): 3 clusters
  Score: Raw -308008.802331 + Penalty 2730.506301 = -305278.296030
  nChanged 3
		SP:Iteration 29Q (143093.150000 sec): 3 clusters
  Score: Raw -308009.433797 + Penalty 2730.506301 = -305278.927497
  nChanged 0
		SP:Iteration 30F (143093.330000 sec): 3 clusters
  Score: Raw -308009.433797 + Penalty 2730.506301 = -305278.927497
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (2447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143093.440000 sec): 2 clusters
  Score: Raw -205516.403785 + Penalty 1267.925435 = -204248.478349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143093.620000 sec): 3 clusters
  Score: Raw -204453.540036 + Penalty 2535.850871 = -201917.689165
  nChanged 901
		SP:Iteration 1F (143093.800000 sec): 3 clusters
  Score: Raw -205109.553222 + Penalty 2535.850871 = -202573.702351
  nChanged 248
		SP:Iteration 2F (143093.970000 sec): 3 clusters
  Score: Raw -205326.882104 + Penalty 2535.850871 = -202791.031233
  nChanged 162
		SP:Iteration 3F (143094.150000 sec): 3 clusters
  Score: Raw -205482.110463 + Penalty 2535.850871 = -202946.259592
  nChanged 127
		SP:Iteration 4F (143094.320000 sec): 3 clusters
  Score: Raw -205579.526180 + Penalty 2535.850871 = -203043.675310
  nChanged 96
		SP:Iteration 5Q (143094.500000 sec): 3 clusters
  Score: Raw -205641.232183 + Penalty 2535.850871 = -203105.381313
  nChanged 63
		SP:Iteration 6Q (143094.680000 sec): 3 clusters
  Score: Raw -205684.287842 + Penalty 2535.850871 = -203148.436971
  nChanged 58
		SP:Iteration 7Q (143094.850000 sec): 3 clusters
  Score: Raw -205718.547353 + Penalty 2535.850871 = -203182.696482
  nChanged 33
		SP:Iteration 8Q (143095.030000 sec): 3 clusters
  Score: Raw -205733.895327 + Penalty 2535.850871 = -203198.044457
  nChanged 17
		SP:Iteration 9Q (143095.200000 sec): 3 clusters
  Score: Raw -205741.757487 + Penalty 2535.850871 = -203205.906616
  nChanged 13
		SP:Iteration 10Q (143095.380000 sec): 3 clusters
  Score: Raw -205747.294481 + Penalty 2535.850871 = -203211.443611
  nChanged 13
		SP:Iteration 11Q (143095.560000 sec): 3 clusters
  Score: Raw -205752.145655 + Penalty 2535.850871 = -203216.294784
  nChanged 8
		SP:Iteration 12Q (143095.730000 sec): 3 clusters
  Score: Raw -205756.467776 + Penalty 2535.850871 = -203220.616905
  nChanged 13
		SP:Iteration 13Q (143095.910000 sec): 3 clusters
  Score: Raw -205763.942214 + Penalty 2535.850871 = -203228.091343
  nChanged 6
		SP:Iteration 14Q (143096.080000 sec): 3 clusters
  Score: Raw -205766.733489 + Penalty 2535.850871 = -203230.882619
  nChanged 9
		SP:Iteration 15Q (143096.260000 sec): 3 clusters
  Score: Raw -205770.659197 + Penalty 2535.850871 = -203234.808327
  nChanged 9
		SP:Iteration 16Q (143096.440000 sec): 3 clusters
  Score: Raw -205773.961151 + Penalty 2535.850871 = -203238.110281
  nChanged 3
		SP:Iteration 17Q (143096.610000 sec): 3 clusters
  Score: Raw -205775.152813 + Penalty 2535.850871 = -203239.301942
  nChanged 3
		SP:Iteration 18Q (143096.790000 sec): 3 clusters
  Score: Raw -205776.312384 + Penalty 2535.850871 = -203240.461514
  nChanged 5
		SP:Iteration 19Q (143096.960000 sec): 3 clusters
  Score: Raw -205778.239664 + Penalty 2535.850871 = -203242.388793
  nChanged 2
		SP:Iteration 20F (143097.180000 sec): 3 clusters
  Score: Raw -205779.183248 + Penalty 2535.850871 = -203243.332378
  nChanged 4
		SP:Iteration 21Q (143097.340000 sec): 3 clusters
  Score: Raw -205780.718383 + Penalty 2535.850871 = -203244.867512
  nChanged 5
		SP:Iteration 22Q (143097.500000 sec): 3 clusters
  Score: Raw -205783.674124 + Penalty 2535.850871 = -203247.823253
  nChanged 5
		SP:Iteration 23Q (143097.660000 sec): 3 clusters
  Score: Raw -205785.203746 + Penalty 2535.850871 = -203249.352876
  nChanged 2
		SP:Iteration 24Q (143097.820000 sec): 3 clusters
  Score: Raw -205785.803352 + Penalty 2535.850871 = -203249.952481
  nChanged 1
		SP:Iteration 25Q (143097.980000 sec): 3 clusters
  Score: Raw -205786.145327 + Penalty 2535.850871 = -203250.294456
  nChanged 0
		SP:Iteration 26F (143098.100000 sec): 3 clusters
  Score: Raw -205786.145327 + Penalty 2535.850871 = -203250.294456
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (2857 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143098.170000 sec): 2 clusters
  Score: Raw -218949.625351 + Penalty 1293.098203 = -217656.527148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143098.350000 sec): 3 clusters
  Score: Raw -217623.125773 + Penalty 2586.196406 = -215036.929367
  nChanged 1078
		SP:Iteration 1F (143098.520000 sec): 3 clusters
  Score: Raw -218390.632365 + Penalty 2586.196406 = -215804.435960
  nChanged 293
		SP:Iteration 2F (143098.700000 sec): 3 clusters
  Score: Raw -218615.907076 + Penalty 2586.196406 = -216029.710670
  nChanged 180
		SP:Iteration 3F (143098.880000 sec): 3 clusters
  Score: Raw -218744.602023 + Penalty 2586.196406 = -216158.405618
  nChanged 123
		SP:Iteration 4Q (143099.050000 sec): 3 clusters
  Score: Raw -218818.032843 + Penalty 2586.196406 = -216231.836437
  nChanged 84
		SP:Iteration 5Q (143099.230000 sec): 3 clusters
  Score: Raw -218868.188590 + Penalty 2586.196406 = -216281.992185
  nChanged 64
		SP:Iteration 6Q (143099.400000 sec): 3 clusters
  Score: Raw -218907.818643 + Penalty 2586.196406 = -216321.622237
  nChanged 48
		SP:Iteration 7Q (143099.580000 sec): 3 clusters
  Score: Raw -218935.930006 + Penalty 2586.196406 = -216349.733601
  nChanged 46
		SP:Iteration 8Q (143099.760000 sec): 3 clusters
  Score: Raw -218955.550487 + Penalty 2586.196406 = -216369.354081
  nChanged 35
		SP:Iteration 9Q (143099.930000 sec): 3 clusters
  Score: Raw -218972.843933 + Penalty 2586.196406 = -216386.647527
  nChanged 40
		SP:Iteration 10Q (143100.110000 sec): 3 clusters
  Score: Raw -218990.667333 + Penalty 2586.196406 = -216404.470927
  nChanged 31
		SP:Iteration 11Q (143100.280000 sec): 3 clusters
  Score: Raw -219002.712315 + Penalty 2586.196406 = -216416.515909
  nChanged 24
		SP:Iteration 12Q (143100.460000 sec): 3 clusters
  Score: Raw -219011.687126 + Penalty 2586.196406 = -216425.490721
  nChanged 18
		SP:Iteration 13Q (143100.640000 sec): 3 clusters
  Score: Raw -219018.750880 + Penalty 2586.196406 = -216432.554474
  nChanged 18
		SP:Iteration 14Q (143100.810000 sec): 3 clusters
  Score: Raw -219027.455976 + Penalty 2586.196406 = -216441.259571
  nChanged 23
		SP:Iteration 15Q (143100.990000 sec): 3 clusters
  Score: Raw -219037.267854 + Penalty 2586.196406 = -216451.071449
  nChanged 25
		SP:Iteration 16Q (143101.160000 sec): 3 clusters
  Score: Raw -219048.750967 + Penalty 2586.196406 = -216462.554561
  nChanged 21
		SP:Iteration 17Q (143101.340000 sec): 3 clusters
  Score: Raw -219057.120152 + Penalty 2586.196406 = -216470.923746
  nChanged 15
		SP:Iteration 18Q (143101.520000 sec): 3 clusters
  Score: Raw -219062.727579 + Penalty 2586.196406 = -216476.531173
  nChanged 7
		SP:Iteration 19Q (143101.690000 sec): 3 clusters
  Score: Raw -219065.916526 + Penalty 2586.196406 = -216479.720120
  nChanged 7
		SP:Iteration 20F (143101.860000 sec): 3 clusters
  Score: Raw -219067.459461 + Penalty 2586.196406 = -216481.263055
  nChanged 6
		SP:Iteration 21Q (143102.040000 sec): 3 clusters
  Score: Raw -219069.455412 + Penalty 2586.196406 = -216483.259006
  nChanged 6
		SP:Iteration 22Q (143102.220000 sec): 3 clusters
  Score: Raw -219071.551388 + Penalty 2586.196406 = -216485.354983
  nChanged 6
		SP:Iteration 23Q (143102.390000 sec): 3 clusters
  Score: Raw -219073.444212 + Penalty 2586.196406 = -216487.247806
  nChanged 6
		SP:Iteration 24Q (143102.570000 sec): 3 clusters
  Score: Raw -219074.679724 + Penalty 2586.196406 = -216488.483318
  nChanged 6
		SP:Iteration 25Q (143102.740000 sec): 3 clusters
  Score: Raw -219076.283291 + Penalty 2586.196406 = -216490.086885
  nChanged 10
		SP:Iteration 26Q (143102.920000 sec): 3 clusters
  Score: Raw -219079.940037 + Penalty 2586.196406 = -216493.743631
  nChanged 11
		SP:Iteration 27Q (143103.080000 sec): 3 clusters
  Score: Raw -219085.188526 + Penalty 2586.196406 = -216498.992120
  nChanged 14
		SP:Iteration 28Q (143103.270000 sec): 3 clusters
  Score: Raw -219090.556496 + Penalty 2586.196406 = -216504.360091
  nChanged 13
		SP:Iteration 29Q (143103.450000 sec): 3 clusters
  Score: Raw -219095.260016 + Penalty 2586.196406 = -216509.063610
  nChanged 15
		SP:Iteration 30Q (143103.620000 sec): 3 clusters
  Score: Raw -219101.311020 + Penalty 2586.196406 = -216515.114614
  nChanged 20
		SP:Iteration 31Q (143103.800000 sec): 3 clusters
  Score: Raw -219110.726486 + Penalty 2586.196406 = -216524.530080
  nChanged 10
		SP:Iteration 32Q (143103.980000 sec): 3 clusters
  Score: Raw -219114.805632 + Penalty 2586.196406 = -216528.609226
  nChanged 12
		SP:Iteration 33Q (143104.150000 sec): 3 clusters
  Score: Raw -219121.628788 + Penalty 2586.196406 = -216535.432383
  nChanged 20
		SP:Iteration 34Q (143104.330000 sec): 3 clusters
  Score: Raw -219128.731480 + Penalty 2586.196406 = -216542.535075
  nChanged 16
		SP:Iteration 35Q (143104.500000 sec): 3 clusters
  Score: Raw -219135.033960 + Penalty 2586.196406 = -216548.837554
  nChanged 12
		SP:Iteration 36Q (143104.680000 sec): 3 clusters
  Score: Raw -219140.757865 + Penalty 2586.196406 = -216554.561460
  nChanged 19
		SP:Iteration 37Q (143104.860000 sec): 3 clusters
  Score: Raw -219148.452595 + Penalty 2586.196406 = -216562.256190
  nChanged 20
		SP:Iteration 38Q (143105.030000 sec): 3 clusters
  Score: Raw -219158.697633 + Penalty 2586.196406 = -216572.501228
  nChanged 16
		SP:Iteration 39Q (143105.210000 sec): 3 clusters
  Score: Raw -219164.583654 + Penalty 2586.196406 = -216578.387249
  nChanged 19
		SP:Iteration 40F (143105.380000 sec): 3 clusters
  Score: Raw -219173.836603 + Penalty 2586.196406 = -216587.640198
  nChanged 19
		SP:Iteration 41Q (143105.560000 sec): 3 clusters
  Score: Raw -219186.302305 + Penalty 2586.196406 = -216600.105899
  nChanged 20
		SP:Iteration 42Q (143105.740000 sec): 3 clusters
  Score: Raw -219197.204361 + Penalty 2586.196406 = -216611.007956
  nChanged 22
		SP:Iteration 43Q (143105.910000 sec): 3 clusters
  Score: Raw -219205.576156 + Penalty 2586.196406 = -216619.379750
  nChanged 17
		SP:Iteration 44Q (143106.090000 sec): 3 clusters
  Score: Raw -219211.945999 + Penalty 2586.196406 = -216625.749593
  nChanged 13
		SP:Iteration 45Q (143106.260000 sec): 3 clusters
  Score: Raw -219217.291781 + Penalty 2586.196406 = -216631.095375
  nChanged 9
		SP:Iteration 46Q (143106.440000 sec): 3 clusters
  Score: Raw -219219.961582 + Penalty 2586.196406 = -216633.765176
  nChanged 8
		SP:Iteration 47Q (143106.610000 sec): 3 clusters
  Score: Raw -219223.887172 + Penalty 2586.196406 = -216637.690767
  nChanged 17
		SP:Iteration 48Q (143106.790000 sec): 3 clusters
  Score: Raw -219232.109824 + Penalty 2586.196406 = -216645.913418
  nChanged 16
		SP:Iteration 49Q (143106.940000 sec): 3 clusters
  Score: Raw -219239.453029 + Penalty 2586.196406 = -216653.256624
  nChanged 20
		SP:Iteration 50Q (143106.990000 sec): 3 clusters
  Score: Raw -219249.475738 + Penalty 2586.196406 = -216663.279333
  nChanged 14
		SP:Iteration 51Q (143107.040000 sec): 3 clusters
  Score: Raw -219254.813970 + Penalty 2586.196406 = -216668.617565
  nChanged 20
		SP:Iteration 52Q (143107.100000 sec): 3 clusters
  Score: Raw -219263.789509 + Penalty 2586.196406 = -216677.593103
  nChanged 24
		SP:Iteration 53Q (143107.150000 sec): 3 clusters
  Score: Raw -219276.573609 + Penalty 2586.196406 = -216690.377203
  nChanged 24
		SP:Iteration 54Q (143107.200000 sec): 3 clusters
  Score: Raw -219290.976363 + Penalty 2586.196406 = -216704.779957
  nChanged 28
		SP:Iteration 55Q (143107.260000 sec): 3 clusters
  Score: Raw -219309.550431 + Penalty 2586.196406 = -216723.354025
  nChanged 29
		SP:Iteration 56Q (143107.310000 sec): 3 clusters
  Score: Raw -219329.687354 + Penalty 2586.196406 = -216743.490948
  nChanged 25
		SP:Iteration 57Q (143107.360000 sec): 3 clusters
  Score: Raw -219343.180634 + Penalty 2586.196406 = -216756.984228
  nChanged 18
		SP:Iteration 58Q (143107.420000 sec): 3 clusters
  Score: Raw -219348.933289 + Penalty 2586.196406 = -216762.736883
  nChanged 15
		SP:Iteration 59Q (143107.470000 sec): 3 clusters
  Score: Raw -219353.873286 + Penalty 2586.196406 = -216767.676880
  nChanged 12
		SP:Iteration 60F (143107.520000 sec): 3 clusters
  Score: Raw -219358.610597 + Penalty 2586.196406 = -216772.414191
  nChanged 7
		SP:Iteration 61Q (143107.580000 sec): 3 clusters
  Score: Raw -219361.873213 + Penalty 2586.196406 = -216775.676808
  nChanged 7
		SP:Iteration 62Q (143107.630000 sec): 3 clusters
  Score: Raw -219364.887471 + Penalty 2586.196406 = -216778.691066
  nChanged 7
		SP:Iteration 63Q (143107.680000 sec): 3 clusters
  Score: Raw -219368.148646 + Penalty 2586.196406 = -216781.952240
  nChanged 7
		SP:Iteration 64Q (143107.740000 sec): 3 clusters
  Score: Raw -219371.977446 + Penalty 2586.196406 = -216785.781040
  nChanged 6
		SP:Iteration 65Q (143107.790000 sec): 3 clusters
  Score: Raw -219374.572083 + Penalty 2586.196406 = -216788.375677
  nChanged 7
		SP:Iteration 66Q (143107.840000 sec): 3 clusters
  Score: Raw -219377.211371 + Penalty 2586.196406 = -216791.014965
  nChanged 6
		SP:Iteration 67Q (143107.890000 sec): 3 clusters
  Score: Raw -219379.152997 + Penalty 2586.196406 = -216792.956592
  nChanged 6
		SP:Iteration 68Q (143107.940000 sec): 3 clusters
  Score: Raw -219381.364469 + Penalty 2586.196406 = -216795.168064
  nChanged 7
		SP:Iteration 69Q (143108.000000 sec): 3 clusters
  Score: Raw -219385.437197 + Penalty 2586.196406 = -216799.240791
  nChanged 7
		SP:Iteration 70Q (143108.050000 sec): 3 clusters
  Score: Raw -219388.487736 + Penalty 2586.196406 = -216802.291330
  nChanged 7
		SP:Iteration 71Q (143108.100000 sec): 3 clusters
  Score: Raw -219391.637652 + Penalty 2586.196406 = -216805.441246
  nChanged 8
		SP:Iteration 72Q (143108.160000 sec): 3 clusters
  Score: Raw -219395.620278 + Penalty 2586.196406 = -216809.423872
  nChanged 6
		SP:Iteration 73Q (143108.210000 sec): 3 clusters
  Score: Raw -219401.476389 + Penalty 2586.196406 = -216815.279983
  nChanged 11
		SP:Iteration 74Q (143108.260000 sec): 3 clusters
  Score: Raw -219406.082514 + Penalty 2586.196406 = -216819.886108
  nChanged 9
		SP:Iteration 75Q (143108.400000 sec): 3 clusters
  Score: Raw -219411.878643 + Penalty 2586.196406 = -216825.682238
  nChanged 12
		SP:Iteration 76Q (143108.570000 sec): 3 clusters
  Score: Raw -219419.034083 + Penalty 2586.196406 = -216832.837677
  nChanged 11
		SP:Iteration 77Q (143108.720000 sec): 3 clusters
  Score: Raw -219424.545680 + Penalty 2586.196406 = -216838.349274
  nChanged 7
		SP:Iteration 78Q (143108.920000 sec): 3 clusters
  Score: Raw -219427.721639 + Penalty 2586.196406 = -216841.525234
  nChanged 3
		SP:Iteration 79Q (143109.100000 sec): 3 clusters
  Score: Raw -219428.683452 + Penalty 2586.196406 = -216842.487046
  nChanged 2
		SP:Iteration 80F (143109.280000 sec): 3 clusters
  Score: Raw -219428.954728 + Penalty 2586.196406 = -216842.758323
  nChanged 2
		SP:Iteration 81Q (143109.450000 sec): 3 clusters
  Score: Raw -219429.777700 + Penalty 2586.196406 = -216843.581294
  nChanged 2
		SP:Iteration 82Q (143109.630000 sec): 3 clusters
  Score: Raw -219430.496502 + Penalty 2586.196406 = -216844.300096
  nChanged 2
		SP:Iteration 83Q (143109.800000 sec): 3 clusters
  Score: Raw -219431.244032 + Penalty 2586.196406 = -216845.047627
  nChanged 3
		SP:Iteration 84Q (143109.980000 sec): 3 clusters
  Score: Raw -219432.323409 + Penalty 2586.196406 = -216846.127003
  nChanged 2
		SP:Iteration 85Q (143110.160000 sec): 3 clusters
  Score: Raw -219433.640784 + Penalty 2586.196406 = -216847.444378
  nChanged 3
		SP:Iteration 86Q (143110.330000 sec): 3 clusters
  Score: Raw -219435.324590 + Penalty 2586.196406 = -216849.128184
  nChanged 3
		SP:Iteration 87Q (143110.510000 sec): 3 clusters
  Score: Raw -219436.362785 + Penalty 2586.196406 = -216850.166380
  nChanged 1
		SP:Iteration 88Q (143110.680000 sec): 3 clusters
  Score: Raw -219436.636207 + Penalty 2586.196406 = -216850.439802
  nChanged 1
		SP:Iteration 89Q (143110.860000 sec): 3 clusters
  Score: Raw -219436.864194 + Penalty 2586.196406 = -216850.667788
  nChanged 1
		SP:Iteration 90Q (143111.040000 sec): 3 clusters
  Score: Raw -219437.785051 + Penalty 2586.196406 = -216851.588645
  nChanged 2
		SP:Iteration 91Q (143111.210000 sec): 3 clusters
  Score: Raw -219439.777226 + Penalty 2586.196406 = -216853.580820
  nChanged 4
		SP:Iteration 92Q (143111.390000 sec): 3 clusters
  Score: Raw -219441.974978 + Penalty 2586.196406 = -216855.778572
  nChanged 5
		SP:Iteration 93Q (143111.560000 sec): 3 clusters
  Score: Raw -219445.708668 + Penalty 2586.196406 = -216859.512262
  nChanged 6
		SP:Iteration 94Q (143111.720000 sec): 3 clusters
  Score: Raw -219448.602410 + Penalty 2586.196406 = -216862.406004
  nChanged 4
		SP:Iteration 95Q (143111.880000 sec): 3 clusters
  Score: Raw -219451.064059 + Penalty 2586.196406 = -216864.867653
  nChanged 5
		SP:Iteration 96Q (143112.040000 sec): 3 clusters
  Score: Raw -219453.587597 + Penalty 2586.196406 = -216867.391192
  nChanged 5
		SP:Iteration 97Q (143112.210000 sec): 3 clusters
  Score: Raw -219458.626980 + Penalty 2586.196406 = -216872.430574
  nChanged 9
		SP:Iteration 98Q (143112.370000 sec): 3 clusters
  Score: Raw -219463.847282 + Penalty 2586.196406 = -216877.650876
  nChanged 8
		SP:Iteration 99Q (143112.550000 sec): 3 clusters
  Score: Raw -219467.904947 + Penalty 2586.196406 = -216881.708541
  nChanged 14
		SP:Iteration 100F (143112.700000 sec): 3 clusters
  Score: Raw -219475.853570 + Penalty 2586.196406 = -216889.657164
  nChanged 8
		SP:Iteration 101Q (143112.860000 sec): 3 clusters
  Score: Raw -219479.299406 + Penalty 2586.196406 = -216893.103001
  nChanged 5
		SP:Iteration 102Q (143113.020000 sec): 3 clusters
  Score: Raw -219481.835779 + Penalty 2586.196406 = -216895.639373
  nChanged 6
		SP:Iteration 103Q (143113.180000 sec): 3 clusters
  Score: Raw -219484.932126 + Penalty 2586.196406 = -216898.735720
  nChanged 4
		SP:Iteration 104Q (143113.340000 sec): 3 clusters
  Score: Raw -219487.317176 + Penalty 2586.196406 = -216901.120771
  nChanged 5
		SP:Iteration 105Q (143113.520000 sec): 3 clusters
  Score: Raw -219489.632794 + Penalty 2586.196406 = -216903.436388
  nChanged 4
		SP:Iteration 106Q (143113.690000 sec): 3 clusters
  Score: Raw -219491.867912 + Penalty 2586.196406 = -216905.671507
  nChanged 7
		SP:Iteration 107Q (143113.870000 sec): 3 clusters
  Score: Raw -219494.504838 + Penalty 2586.196406 = -216908.308433
  nChanged 5
		SP:Iteration 108Q (143114.040000 sec): 3 clusters
  Score: Raw -219498.449686 + Penalty 2586.196406 = -216912.253280
  nChanged 7
		SP:Iteration 109Q (143114.240000 sec): 3 clusters
  Score: Raw -219501.257916 + Penalty 2586.196406 = -216915.061510
  nChanged 8
		SP:Iteration 110Q (143114.400000 sec): 3 clusters
  Score: Raw -219504.969500 + Penalty 2586.196406 = -216918.773095
  nChanged 7
		SP:Iteration 111Q (143114.560000 sec): 3 clusters
  Score: Raw -219508.933313 + Penalty 2586.196406 = -216922.736907
  nChanged 9
		SP:Iteration 112Q (143114.740000 sec): 3 clusters
  Score: Raw -219514.840970 + Penalty 2586.196406 = -216928.644564
  nChanged 9
		SP:Iteration 113Q (143114.910000 sec): 3 clusters
  Score: Raw -219520.002537 + Penalty 2586.196406 = -216933.806131
  nChanged 8
		SP:Iteration 114Q (143115.050000 sec): 3 clusters
  Score: Raw -219523.971078 + Penalty 2586.196406 = -216937.774672
  nChanged 7
		SP:Iteration 115Q (143115.110000 sec): 3 clusters
  Score: Raw -219530.572553 + Penalty 2586.196406 = -216944.376147
  nChanged 5
		SP:Iteration 116Q (143115.170000 sec): 3 clusters
  Score: Raw -219534.303933 + Penalty 2586.196406 = -216948.107527
  nChanged 5
		SP:Iteration 117Q (143115.220000 sec): 3 clusters
  Score: Raw -219536.807291 + Penalty 2586.196406 = -216950.610885
  nChanged 3
		SP:Iteration 118Q (143115.280000 sec): 3 clusters
  Score: Raw -219538.621603 + Penalty 2586.196406 = -216952.425197
  nChanged 4
		SP:Iteration 119Q (143115.340000 sec): 3 clusters
  Score: Raw -219541.354362 + Penalty 2586.196406 = -216955.157956
  nChanged 1
		SP:Iteration 120F (143115.390000 sec): 3 clusters
  Score: Raw -219541.770306 + Penalty 2586.196406 = -216955.573900
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (5121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143115.490000 sec): 2 clusters
  Score: Raw -420427.620285 + Penalty 1387.929564 = -419039.690721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143115.660000 sec): 3 clusters
  Score: Raw -417752.796733 + Penalty 2775.859129 = -414976.937604
  nChanged 2076
		SP:Iteration 1F (143115.840000 sec): 3 clusters
  Score: Raw -419095.514776 + Penalty 2775.859129 = -416319.655647
  nChanged 476
		SP:Iteration 2F (143116.020000 sec): 3 clusters
  Score: Raw -419520.847223 + Penalty 2775.859129 = -416744.988094
  nChanged 401
		SP:Iteration 3F (143116.190000 sec): 3 clusters
  Score: Raw -419880.252999 + Penalty 2775.859129 = -417104.393870
  nChanged 327
		SP:Iteration 4F (143116.370000 sec): 3 clusters
  Score: Raw -420114.614305 + Penalty 2775.859129 = -417338.755176
  nChanged 247
		SP:Iteration 5Q (143116.540000 sec): 3 clusters
  Score: Raw -420261.996719 + Penalty 2775.859129 = -417486.137590
  nChanged 160
		SP:Iteration 6Q (143116.720000 sec): 3 clusters
  Score: Raw -420341.282095 + Penalty 2775.859129 = -417565.422966
  nChanged 146
		SP:Iteration 7Q (143116.900000 sec): 3 clusters
  Score: Raw -420404.902416 + Penalty 2775.859129 = -417629.043288
  nChanged 89
		SP:Iteration 8Q (143117.070000 sec): 3 clusters
  Score: Raw -420437.210330 + Penalty 2775.859129 = -417661.351201
  nChanged 68
		SP:Iteration 9Q (143117.250000 sec): 3 clusters
  Score: Raw -420460.084147 + Penalty 2775.859129 = -417684.225018
  nChanged 44
		SP:Iteration 10Q (143117.420000 sec): 3 clusters
  Score: Raw -420478.023559 + Penalty 2775.859129 = -417702.164431
  nChanged 46
		SP:Iteration 11Q (143117.600000 sec): 3 clusters
  Score: Raw -420494.036517 + Penalty 2775.859129 = -417718.177388
  nChanged 51
		SP:Iteration 12Q (143117.780000 sec): 3 clusters
  Score: Raw -420510.704376 + Penalty 2775.859129 = -417734.845248
  nChanged 41
		SP:Iteration 13Q (143117.950000 sec): 3 clusters
  Score: Raw -420525.147708 + Penalty 2775.859129 = -417749.288579
  nChanged 42
		SP:Iteration 14Q (143118.130000 sec): 3 clusters
  Score: Raw -420536.987638 + Penalty 2775.859129 = -417761.128510
  nChanged 35
		SP:Iteration 15Q (143118.310000 sec): 3 clusters
  Score: Raw -420546.519017 + Penalty 2775.859129 = -417770.659888
  nChanged 30
		SP:Iteration 16Q (143118.480000 sec): 3 clusters
  Score: Raw -420554.053736 + Penalty 2775.859129 = -417778.194607
  nChanged 24
		SP:Iteration 17Q (143118.660000 sec): 3 clusters
  Score: Raw -420561.091436 + Penalty 2775.859129 = -417785.232307
  nChanged 23
		SP:Iteration 18Q (143118.830000 sec): 3 clusters
  Score: Raw -420569.743118 + Penalty 2775.859129 = -417793.883989
  nChanged 29
		SP:Iteration 19Q (143119.010000 sec): 3 clusters
  Score: Raw -420577.740493 + Penalty 2775.859129 = -417801.881364
  nChanged 22
		SP:Iteration 20F (143119.190000 sec): 3 clusters
  Score: Raw -420584.240919 + Penalty 2775.859129 = -417808.381790
  nChanged 20
		SP:Iteration 21Q (143119.360000 sec): 3 clusters
  Score: Raw -420590.524327 + Penalty 2775.859129 = -417814.665199
  nChanged 30
		SP:Iteration 22Q (143119.540000 sec): 3 clusters
  Score: Raw -420603.238992 + Penalty 2775.859129 = -417827.379863
  nChanged 39
		SP:Iteration 23Q (143119.710000 sec): 3 clusters
  Score: Raw -420621.189671 + Penalty 2775.859129 = -417845.330543
  nChanged 45
		SP:Iteration 24Q (143119.890000 sec): 3 clusters
  Score: Raw -420644.220252 + Penalty 2775.859129 = -417868.361124
  nChanged 43
		SP:Iteration 25Q (143120.060000 sec): 3 clusters
  Score: Raw -420659.478591 + Penalty 2775.859129 = -417883.619462
  nChanged 48
		SP:Iteration 26Q (143120.240000 sec): 3 clusters
  Score: Raw -420673.227693 + Penalty 2775.859129 = -417897.368564
  nChanged 38
		SP:Iteration 27Q (143120.410000 sec): 3 clusters
  Score: Raw -420686.511922 + Penalty 2775.859129 = -417910.652793
  nChanged 37
		SP:Iteration 28Q (143120.590000 sec): 3 clusters
  Score: Raw -420698.539759 + Penalty 2775.859129 = -417922.680630
  nChanged 43
		SP:Iteration 29Q (143120.770000 sec): 3 clusters
  Score: Raw -420713.511806 + Penalty 2775.859129 = -417937.652677
  nChanged 38
		SP:Iteration 30Q (143120.940000 sec): 3 clusters
  Score: Raw -420728.016651 + Penalty 2775.859129 = -417952.157522
  nChanged 36
		SP:Iteration 31Q (143121.120000 sec): 3 clusters
  Score: Raw -420736.830159 + Penalty 2775.859129 = -417960.971031
  nChanged 29
		SP:Iteration 32Q (143121.290000 sec): 3 clusters
  Score: Raw -420744.487428 + Penalty 2775.859129 = -417968.628299
  nChanged 27
		SP:Iteration 33Q (143121.470000 sec): 3 clusters
  Score: Raw -420750.466128 + Penalty 2775.859129 = -417974.606999
  nChanged 21
		SP:Iteration 34Q (143121.650000 sec): 3 clusters
  Score: Raw -420756.395096 + Penalty 2775.859129 = -417980.535967
  nChanged 25
		SP:Iteration 35Q (143121.820000 sec): 3 clusters
  Score: Raw -420762.327936 + Penalty 2775.859129 = -417986.468808
  nChanged 15
		SP:Iteration 36Q (143122.000000 sec): 3 clusters
  Score: Raw -420765.452917 + Penalty 2775.859129 = -417989.593789
  nChanged 13
		SP:Iteration 37Q (143122.090000 sec): 3 clusters
  Score: Raw -420769.141440 + Penalty 2775.859129 = -417993.282312
  nChanged 17
		SP:Iteration 38Q (143122.260000 sec): 3 clusters
  Score: Raw -420773.235615 + Penalty 2775.859129 = -417997.376486
  nChanged 13
		SP:Iteration 39Q (143122.430000 sec): 3 clusters
  Score: Raw -420776.771261 + Penalty 2775.859129 = -418000.912132
  nChanged 11
		SP:Iteration 40F (143122.590000 sec): 3 clusters
  Score: Raw -420779.836572 + Penalty 2775.859129 = -418003.977443
  nChanged 10
		SP:Iteration 41Q (143122.770000 sec): 3 clusters
  Score: Raw -420782.690433 + Penalty 2775.859129 = -418006.831305
  nChanged 7
		SP:Iteration 42Q (143122.970000 sec): 3 clusters
  Score: Raw -420784.317214 + Penalty 2775.859129 = -418008.458085
  nChanged 7
		SP:Iteration 43Q (143123.190000 sec): 3 clusters
  Score: Raw -420785.478055 + Penalty 2775.859129 = -418009.618927
  nChanged 6
		SP:Iteration 44Q (143123.370000 sec): 3 clusters
  Score: Raw -420786.396466 + Penalty 2775.859129 = -418010.537338
  nChanged 3
		SP:Iteration 45Q (143123.550000 sec): 3 clusters
  Score: Raw -420786.794106 + Penalty 2775.859129 = -418010.934977
  nChanged 4
		SP:Iteration 46Q (143123.700000 sec): 3 clusters
  Score: Raw -420787.698992 + Penalty 2775.859129 = -418011.839863
  nChanged 6
		SP:Iteration 47Q (143123.870000 sec): 3 clusters
  Score: Raw -420789.312646 + Penalty 2775.859129 = -418013.453517
  nChanged 6
		SP:Iteration 48Q (143124.050000 sec): 3 clusters
  Score: Raw -420790.852925 + Penalty 2775.859129 = -418014.993796
  nChanged 9
		SP:Iteration 49Q (143124.220000 sec): 3 clusters
  Score: Raw -420794.060533 + Penalty 2775.859129 = -418018.201405
  nChanged 15
		SP:Iteration 50Q (143124.400000 sec): 3 clusters
  Score: Raw -420798.375144 + Penalty 2775.859129 = -418022.516015
  nChanged 12
		SP:Iteration 51Q (143124.570000 sec): 3 clusters
  Score: Raw -420801.355246 + Penalty 2775.859129 = -418025.496118
  nChanged 9
		SP:Iteration 52Q (143124.750000 sec): 3 clusters
  Score: Raw -420803.921696 + Penalty 2775.859129 = -418028.062567
  nChanged 10
		SP:Iteration 53Q (143124.920000 sec): 3 clusters
  Score: Raw -420806.087850 + Penalty 2775.859129 = -418030.228721
  nChanged 13
		SP:Iteration 54Q (143125.100000 sec): 3 clusters
  Score: Raw -420809.521240 + Penalty 2775.859129 = -418033.662111
  nChanged 8
		SP:Iteration 55Q (143125.270000 sec): 3 clusters
  Score: Raw -420810.967610 + Penalty 2775.859129 = -418035.108481
  nChanged 5
		SP:Iteration 56Q (143125.450000 sec): 3 clusters
  Score: Raw -420811.784744 + Penalty 2775.859129 = -418035.925616
  nChanged 5
		SP:Iteration 57Q (143125.630000 sec): 3 clusters
  Score: Raw -420812.720981 + Penalty 2775.859129 = -418036.861853
  nChanged 4
		SP:Iteration 58Q (143125.800000 sec): 3 clusters
  Score: Raw -420814.210974 + Penalty 2775.859129 = -418038.351845
  nChanged 5
		SP:Iteration 59Q (143125.970000 sec): 3 clusters
  Score: Raw -420815.779238 + Penalty 2775.859129 = -418039.920109
  nChanged 7
		SP:Iteration 60F (143126.150000 sec): 3 clusters
  Score: Raw -420818.650703 + Penalty 2775.859129 = -418042.791574
  nChanged 7
		SP:Iteration 61Q (143126.330000 sec): 3 clusters
  Score: Raw -420820.762916 + Penalty 2775.859129 = -418044.903787
  nChanged 8
		SP:Iteration 62Q (143126.500000 sec): 3 clusters
  Score: Raw -420822.460296 + Penalty 2775.859129 = -418046.601168
  nChanged 8
		SP:Iteration 63Q (143126.680000 sec): 3 clusters
  Score: Raw -420824.214648 + Penalty 2775.859129 = -418048.355520
  nChanged 7
		SP:Iteration 64Q (143126.850000 sec): 3 clusters
  Score: Raw -420825.813182 + Penalty 2775.859129 = -418049.954054
  nChanged 5
		SP:Iteration 65Q (143127.030000 sec): 3 clusters
  Score: Raw -420826.640340 + Penalty 2775.859129 = -418050.781212
  nChanged 5
		SP:Iteration 66Q (143127.200000 sec): 3 clusters
  Score: Raw -420827.901793 + Penalty 2775.859129 = -418052.042665
  nChanged 4
		SP:Iteration 67Q (143127.380000 sec): 3 clusters
  Score: Raw -420828.640894 + Penalty 2775.859129 = -418052.781766
  nChanged 3
		SP:Iteration 68Q (143127.550000 sec): 3 clusters
  Score: Raw -420829.255703 + Penalty 2775.859129 = -418053.396574
  nChanged 1
		SP:Iteration 69Q (143127.730000 sec): 3 clusters
  Score: Raw -420829.376392 + Penalty 2775.859129 = -418053.517263
  nChanged 0
		SP:Iteration 70F (143127.900000 sec): 3 clusters
  Score: Raw -420829.376392 + Penalty 2775.859129 = -418053.517263
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (6822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143128.010000 sec): 2 clusters
  Score: Raw -594947.644825 + Penalty 1434.535044 = -593513.109781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143128.230000 sec): 3 clusters
  Score: Raw -591277.443674 + Penalty 2869.070088 = -588408.373586
  nChanged 2858
		SP:Iteration 1F (143128.430000 sec): 3 clusters
  Score: Raw -592899.763513 + Penalty 2869.070088 = -590030.693425
  nChanged 532
		SP:Iteration 2F (143128.640000 sec): 3 clusters
  Score: Raw -593242.486549 + Penalty 2869.070088 = -590373.416461
  nChanged 438
		SP:Iteration 3F (143128.850000 sec): 3 clusters
  Score: Raw -593514.572659 + Penalty 2869.070088 = -590645.502571
  nChanged 365
		SP:Iteration 4F (143129.050000 sec): 3 clusters
  Score: Raw -593722.072392 + Penalty 2869.070088 = -590853.002304
  nChanged 295
		SP:Iteration 5Q (143129.250000 sec): 3 clusters
  Score: Raw -593868.893992 + Penalty 2869.070088 = -590999.823904
  nChanged 241
		SP:Iteration 6Q (143129.460000 sec): 3 clusters
  Score: Raw -593971.975179 + Penalty 2869.070088 = -591102.905091
  nChanged 181
		SP:Iteration 7Q (143129.670000 sec): 3 clusters
  Score: Raw -594046.700561 + Penalty 2869.070088 = -591177.630473
  nChanged 163
		SP:Iteration 8Q (143129.870000 sec): 3 clusters
  Score: Raw -594124.342674 + Penalty 2869.070088 = -591255.272586
  nChanged 170
		SP:Iteration 9Q (143130.080000 sec): 3 clusters
  Score: Raw -594199.518507 + Penalty 2869.070088 = -591330.448419
  nChanged 159
		SP:Iteration 10Q (143130.280000 sec): 3 clusters
  Score: Raw -594267.593259 + Penalty 2869.070088 = -591398.523171
  nChanged 142
		SP:Iteration 11Q (143130.490000 sec): 3 clusters
  Score: Raw -594331.369499 + Penalty 2869.070088 = -591462.299411
  nChanged 133
		SP:Iteration 12Q (143130.690000 sec): 3 clusters
  Score: Raw -594393.344156 + Penalty 2869.070088 = -591524.274068
  nChanged 126
		SP:Iteration 13Q (143130.900000 sec): 3 clusters
  Score: Raw -594440.465768 + Penalty 2869.070088 = -591571.395680
  nChanged 102
		SP:Iteration 14Q (143131.110000 sec): 3 clusters
  Score: Raw -594479.605883 + Penalty 2869.070088 = -591610.535795
  nChanged 88
		SP:Iteration 15Q (143131.340000 sec): 3 clusters
  Score: Raw -594513.760173 + Penalty 2869.070088 = -591644.690085
  nChanged 91
		SP:Iteration 16Q (143131.510000 sec): 3 clusters
  Score: Raw -594549.970124 + Penalty 2869.070088 = -591680.900036
  nChanged 95
		SP:Iteration 17Q (143131.710000 sec): 3 clusters
  Score: Raw -594588.942486 + Penalty 2869.070088 = -591719.872398
  nChanged 89
		SP:Iteration 18Q (143131.920000 sec): 3 clusters
  Score: Raw -594619.865939 + Penalty 2869.070088 = -591750.795851
  nChanged 79
		SP:Iteration 19Q (143132.120000 sec): 3 clusters
  Score: Raw -594649.247654 + Penalty 2869.070088 = -591780.177566
  nChanged 79
		SP:Iteration 20F (143132.330000 sec): 3 clusters
  Score: Raw -594673.695383 + Penalty 2869.070088 = -591804.625295
  nChanged 58
		SP:Iteration 21Q (143132.530000 sec): 3 clusters
  Score: Raw -594691.239869 + Penalty 2869.070088 = -591822.169781
  nChanged 58
		SP:Iteration 22Q (143132.730000 sec): 3 clusters
  Score: Raw -594709.192496 + Penalty 2869.070088 = -591840.122408
  nChanged 54
		SP:Iteration 23Q (143132.940000 sec): 3 clusters
  Score: Raw -594725.869438 + Penalty 2869.070088 = -591856.799350
  nChanged 47
		SP:Iteration 24Q (143133.150000 sec): 3 clusters
  Score: Raw -594738.378034 + Penalty 2869.070088 = -591869.307946
  nChanged 42
		SP:Iteration 25Q (143133.350000 sec): 3 clusters
  Score: Raw -594749.068840 + Penalty 2869.070088 = -591879.998752
  nChanged 36
		SP:Iteration 26Q (143133.550000 sec): 3 clusters
  Score: Raw -594757.539613 + Penalty 2869.070088 = -591888.469525
  nChanged 32
		SP:Iteration 27Q (143133.760000 sec): 3 clusters
  Score: Raw -594765.342380 + Penalty 2869.070088 = -591896.272292
  nChanged 28
		SP:Iteration 28Q (143133.960000 sec): 3 clusters
  Score: Raw -594771.482960 + Penalty 2869.070088 = -591902.412872
  nChanged 24
		SP:Iteration 29Q (143134.170000 sec): 3 clusters
  Score: Raw -594776.967318 + Penalty 2869.070088 = -591907.897230
  nChanged 31
		SP:Iteration 30Q (143134.370000 sec): 3 clusters
  Score: Raw -594783.589698 + Penalty 2869.070088 = -591914.519610
  nChanged 25
		SP:Iteration 31Q (143134.580000 sec): 3 clusters
  Score: Raw -594789.760166 + Penalty 2869.070088 = -591920.690078
  nChanged 25
		SP:Iteration 32Q (143134.790000 sec): 3 clusters
  Score: Raw -594795.493531 + Penalty 2869.070088 = -591926.423443
  nChanged 23
		SP:Iteration 33Q (143134.990000 sec): 3 clusters
  Score: Raw -594799.858707 + Penalty 2869.070088 = -591930.788619
  nChanged 28
		SP:Iteration 34Q (143135.200000 sec): 3 clusters
  Score: Raw -594806.502411 + Penalty 2869.070088 = -591937.432323
  nChanged 24
		SP:Iteration 35Q (143135.400000 sec): 3 clusters
  Score: Raw -594812.936773 + Penalty 2869.070088 = -591943.866685
  nChanged 29
		SP:Iteration 36Q (143135.610000 sec): 3 clusters
  Score: Raw -594819.751517 + Penalty 2869.070088 = -591950.681429
  nChanged 32
		SP:Iteration 37Q (143135.810000 sec): 3 clusters
  Score: Raw -594828.930252 + Penalty 2869.070088 = -591959.860164
  nChanged 31
		SP:Iteration 38Q (143136.020000 sec): 3 clusters
  Score: Raw -594836.209808 + Penalty 2869.070088 = -591967.139720
  nChanged 22
		SP:Iteration 39Q (143136.230000 sec): 3 clusters
  Score: Raw -594840.272565 + Penalty 2869.070088 = -591971.202477
  nChanged 16
		SP:Iteration 40F (143136.430000 sec): 3 clusters
  Score: Raw -594844.718702 + Penalty 2869.070088 = -591975.648614
  nChanged 19
		SP:Iteration 41Q (143136.640000 sec): 3 clusters
  Score: Raw -594850.591595 + Penalty 2869.070088 = -591981.521507
  nChanged 21
		SP:Iteration 42Q (143136.850000 sec): 3 clusters
  Score: Raw -594854.076039 + Penalty 2869.070088 = -591985.005951
  nChanged 21
		SP:Iteration 43Q (143137.050000 sec): 3 clusters
  Score: Raw -594858.258667 + Penalty 2869.070088 = -591989.188579
  nChanged 22
		SP:Iteration 44Q (143137.260000 sec): 3 clusters
  Score: Raw -594862.130741 + Penalty 2869.070088 = -591993.060653
  nChanged 17
		SP:Iteration 45Q (143137.460000 sec): 3 clusters
  Score: Raw -594865.898913 + Penalty 2869.070088 = -591996.828825
  nChanged 20
		SP:Iteration 46Q (143137.670000 sec): 3 clusters
  Score: Raw -594870.831082 + Penalty 2869.070088 = -592001.760994
  nChanged 20
		SP:Iteration 47Q (143137.870000 sec): 3 clusters
  Score: Raw -594874.863700 + Penalty 2869.070088 = -592005.793612
  nChanged 18
		SP:Iteration 48Q (143138.080000 sec): 3 clusters
  Score: Raw -594879.328573 + Penalty 2869.070088 = -592010.258485
  nChanged 18
		SP:Iteration 49Q (143138.290000 sec): 3 clusters
  Score: Raw -594883.324881 + Penalty 2869.070088 = -592014.254793
  nChanged 17
		SP:Iteration 50Q (143138.490000 sec): 3 clusters
  Score: Raw -594886.617273 + Penalty 2869.070088 = -592017.547185
  nChanged 15
		SP:Iteration 51Q (143138.700000 sec): 3 clusters
  Score: Raw -594889.650591 + Penalty 2869.070088 = -592020.580503
  nChanged 11
		SP:Iteration 52Q (143138.900000 sec): 3 clusters
  Score: Raw -594891.600829 + Penalty 2869.070088 = -592022.530741
  nChanged 14
		SP:Iteration 53Q (143139.110000 sec): 3 clusters
  Score: Raw -594894.049950 + Penalty 2869.070088 = -592024.979862
  nChanged 18
		SP:Iteration 54Q (143139.360000 sec): 3 clusters
  Score: Raw -594897.562850 + Penalty 2869.070088 = -592028.492762
  nChanged 20
		SP:Iteration 55Q (143139.520000 sec): 3 clusters
  Score: Raw -594901.966847 + Penalty 2869.070088 = -592032.896759
  nChanged 20
		SP:Iteration 56Q (143139.720000 sec): 3 clusters
  Score: Raw -594906.140843 + Penalty 2869.070088 = -592037.070755
  nChanged 20
		SP:Iteration 57Q (143139.830000 sec): 3 clusters
  Score: Raw -594910.846965 + Penalty 2869.070088 = -592041.776877
  nChanged 19
		SP:Iteration 58Q (143140.030000 sec): 3 clusters
  Score: Raw -594914.659437 + Penalty 2869.070088 = -592045.589349
  nChanged 19
		SP:Iteration 59Q (143140.230000 sec): 3 clusters
  Score: Raw -594918.094578 + Penalty 2869.070088 = -592049.024490
  nChanged 23
		SP:Iteration 60F (143140.450000 sec): 3 clusters
  Score: Raw -594923.603210 + Penalty 2869.070088 = -592054.533122
  nChanged 20
		SP:Iteration 61Q (143140.660000 sec): 3 clusters
  Score: Raw -594928.531533 + Penalty 2869.070088 = -592059.461445
  nChanged 29
		SP:Iteration 62Q (143140.870000 sec): 3 clusters
  Score: Raw -594934.502789 + Penalty 2869.070088 = -592065.432701
  nChanged 21
		SP:Iteration 63Q (143141.060000 sec): 3 clusters
  Score: Raw -594938.774380 + Penalty 2869.070088 = -592069.704292
  nChanged 22
		SP:Iteration 64Q (143141.170000 sec): 3 clusters
  Score: Raw -594943.841080 + Penalty 2869.070088 = -592074.770992
  nChanged 20
		SP:Iteration 65Q (143141.290000 sec): 3 clusters
  Score: Raw -594948.597723 + Penalty 2869.070088 = -592079.527635
  nChanged 30
		SP:Iteration 66Q (143141.410000 sec): 3 clusters
  Score: Raw -594957.501365 + Penalty 2869.070088 = -592088.431277
  nChanged 29
		SP:Iteration 67Q (143141.620000 sec): 3 clusters
  Score: Raw -594967.272311 + Penalty 2869.070088 = -592098.202223
  nChanged 29
		SP:Iteration 68Q (143141.830000 sec): 3 clusters
  Score: Raw -594976.736078 + Penalty 2869.070088 = -592107.665991
  nChanged 30
		SP:Iteration 69Q (143142.030000 sec): 3 clusters
  Score: Raw -594987.044155 + Penalty 2869.070088 = -592117.974067
  nChanged 36
		SP:Iteration 70Q (143142.250000 sec): 3 clusters
  Score: Raw -594996.520884 + Penalty 2869.070088 = -592127.450796
  nChanged 38
		SP:Iteration 71Q (143142.450000 sec): 3 clusters
  Score: Raw -595007.986179 + Penalty 2869.070088 = -592138.916091
  nChanged 34
		SP:Iteration 72Q (143142.660000 sec): 3 clusters
  Score: Raw -595016.884604 + Penalty 2869.070088 = -592147.814516
  nChanged 31
		SP:Iteration 73Q (143142.870000 sec): 3 clusters
  Score: Raw -595026.780778 + Penalty 2869.070088 = -592157.710690
  nChanged 37
		SP:Iteration 74Q (143143.080000 sec): 3 clusters
  Score: Raw -595042.885756 + Penalty 2869.070088 = -592173.815668
  nChanged 43
		SP:Iteration 75Q (143143.290000 sec): 3 clusters
  Score: Raw -595056.653007 + Penalty 2869.070088 = -592187.582919
  nChanged 42
		SP:Iteration 76Q (143143.530000 sec): 3 clusters
  Score: Raw -595071.081180 + Penalty 2869.070088 = -592202.011092
  nChanged 49
		SP:Iteration 77Q (143143.700000 sec): 3 clusters
  Score: Raw -595094.670486 + Penalty 2869.070088 = -592225.600398
  nChanged 63
		SP:Iteration 78Q (143143.810000 sec): 3 clusters
  Score: Raw -595119.570970 + Penalty 2869.070088 = -592250.500882
  nChanged 55
		SP:Iteration 79Q (143143.990000 sec): 3 clusters
  Score: Raw -595142.164601 + Penalty 2869.070088 = -592273.094513
  nChanged 66
		SP:Iteration 80F (143144.200000 sec): 3 clusters
  Score: Raw -595174.361401 + Penalty 2869.070088 = -592305.291313
  nChanged 64
		SP:Iteration 81Q (143144.400000 sec): 3 clusters
  Score: Raw -595198.132869 + Penalty 2869.070088 = -592329.062781
  nChanged 57
		SP:Iteration 82Q (143144.510000 sec): 3 clusters
  Score: Raw -595221.832357 + Penalty 2869.070088 = -592352.762269
  nChanged 55
		SP:Iteration 83Q (143144.620000 sec): 3 clusters
  Score: Raw -595238.118652 + Penalty 2869.070088 = -592369.048564
  nChanged 34
		SP:Iteration 84Q (143144.730000 sec): 3 clusters
  Score: Raw -595248.497485 + Penalty 2869.070088 = -592379.427397
  nChanged 36
		SP:Iteration 85Q (143144.840000 sec): 3 clusters
  Score: Raw -595259.149861 + Penalty 2869.070088 = -592390.079773
  nChanged 31
		SP:Iteration 86Q (143144.950000 sec): 3 clusters
  Score: Raw -595267.077170 + Penalty 2869.070088 = -592398.007082
  nChanged 27
		SP:Iteration 87Q (143145.140000 sec): 3 clusters
  Score: Raw -595275.329099 + Penalty 2869.070088 = -592406.259011
  nChanged 25
		SP:Iteration 88Q (143145.350000 sec): 3 clusters
  Score: Raw -595284.777593 + Penalty 2869.070088 = -592415.707505
  nChanged 29
		SP:Iteration 89Q (143145.550000 sec): 3 clusters
  Score: Raw -595292.970824 + Penalty 2869.070088 = -592423.900736
  nChanged 31
		SP:Iteration 90Q (143145.760000 sec): 3 clusters
  Score: Raw -595300.744697 + Penalty 2869.070088 = -592431.674609
  nChanged 33
		SP:Iteration 91Q (143145.970000 sec): 3 clusters
  Score: Raw -595309.205391 + Penalty 2869.070088 = -592440.135303
  nChanged 30
		SP:Iteration 92Q (143146.170000 sec): 3 clusters
  Score: Raw -595322.471595 + Penalty 2869.070088 = -592453.401507
  nChanged 27
		SP:Iteration 93Q (143146.380000 sec): 3 clusters
  Score: Raw -595336.834525 + Penalty 2869.070088 = -592467.764437
  nChanged 32
		SP:Iteration 94Q (143146.580000 sec): 3 clusters
  Score: Raw -595348.659887 + Penalty 2869.070088 = -592479.589799
  nChanged 25
		SP:Iteration 95Q (143146.790000 sec): 3 clusters
  Score: Raw -595355.399397 + Penalty 2869.070088 = -592486.329309
  nChanged 24
		SP:Iteration 96Q (143146.990000 sec): 3 clusters
  Score: Raw -595360.542464 + Penalty 2869.070088 = -592491.472376
  nChanged 11
		SP:Iteration 97Q (143147.200000 sec): 3 clusters
  Score: Raw -595362.376033 + Penalty 2869.070088 = -592493.305945
  nChanged 8
		SP:Iteration 98Q (143147.410000 sec): 3 clusters
  Score: Raw -595364.090796 + Penalty 2869.070088 = -592495.020708
  nChanged 10
		SP:Iteration 99Q (143147.610000 sec): 3 clusters
  Score: Raw -595366.860109 + Penalty 2869.070088 = -592497.790021
  nChanged 14
		SP:Iteration 100F (143147.820000 sec): 3 clusters
  Score: Raw -595370.478096 + Penalty 2869.070088 = -592501.408009
  nChanged 12
		SP:Iteration 101Q (143148.030000 sec): 3 clusters
  Score: Raw -595373.475402 + Penalty 2869.070088 = -592504.405314
  nChanged 14
		SP:Iteration 102Q (143148.230000 sec): 3 clusters
  Score: Raw -595377.684860 + Penalty 2869.070088 = -592508.614772
  nChanged 18
		SP:Iteration 103Q (143148.440000 sec): 3 clusters
  Score: Raw -595383.327309 + Penalty 2869.070088 = -592514.257221
  nChanged 19
		SP:Iteration 104Q (143148.650000 sec): 3 clusters
  Score: Raw -595389.329816 + Penalty 2869.070088 = -592520.259728
  nChanged 18
		SP:Iteration 105Q (143148.850000 sec): 3 clusters
  Score: Raw -595393.441278 + Penalty 2869.070088 = -592524.371190
  nChanged 17
		SP:Iteration 106Q (143149.060000 sec): 3 clusters
  Score: Raw -595397.980181 + Penalty 2869.070088 = -592528.910093
  nChanged 15
		SP:Iteration 107Q (143149.270000 sec): 3 clusters
  Score: Raw -595403.105481 + Penalty 2869.070088 = -592534.035393
  nChanged 15
		SP:Iteration 108Q (143149.450000 sec): 3 clusters
  Score: Raw -595407.546270 + Penalty 2869.070088 = -592538.476182
  nChanged 11
		SP:Iteration 109Q (143149.560000 sec): 3 clusters
  Score: Raw -595409.758699 + Penalty 2869.070088 = -592540.688611
  nChanged 9
		SP:Iteration 110Q (143149.670000 sec): 3 clusters
  Score: Raw -595411.605237 + Penalty 2869.070088 = -592542.535149
  nChanged 8
		SP:Iteration 111Q (143149.780000 sec): 3 clusters
  Score: Raw -595413.886409 + Penalty 2869.070088 = -592544.816321
  nChanged 9
		SP:Iteration 112Q (143149.880000 sec): 3 clusters
  Score: Raw -595415.325839 + Penalty 2869.070088 = -592546.255751
  nChanged 7
		SP:Iteration 113Q (143150.000000 sec): 3 clusters
  Score: Raw -595416.745637 + Penalty 2869.070088 = -592547.675549
  nChanged 6
		SP:Iteration 114Q (143150.120000 sec): 3 clusters
  Score: Raw -595417.943488 + Penalty 2869.070088 = -592548.873400
  nChanged 9
		SP:Iteration 115Q (143150.250000 sec): 3 clusters
  Score: Raw -595421.052654 + Penalty 2869.070088 = -592551.982566
  nChanged 12
		SP:Iteration 116Q (143150.360000 sec): 3 clusters
  Score: Raw -595424.966301 + Penalty 2869.070088 = -592555.896213
  nChanged 9
		SP:Iteration 117Q (143150.470000 sec): 3 clusters
  Score: Raw -595427.416890 + Penalty 2869.070088 = -592558.346802
  nChanged 9
		SP:Iteration 118Q (143150.580000 sec): 3 clusters
  Score: Raw -595429.806970 + Penalty 2869.070088 = -592560.736882
  nChanged 6
		SP:Iteration 119Q (143150.790000 sec): 3 clusters
  Score: Raw -595431.817693 + Penalty 2869.070088 = -592562.747605
  nChanged 12
		SP:Iteration 120F (143151.000000 sec): 3 clusters
  Score: Raw -595435.102755 + Penalty 2869.070088 = -592566.032667
  nChanged 16
		SP:Iteration 121Q (143151.210000 sec): 3 clusters
  Score: Raw -595439.762818 + Penalty 2869.070088 = -592570.692730
  nChanged 14
		SP:Iteration 122Q (143151.420000 sec): 3 clusters
  Score: Raw -595443.158130 + Penalty 2869.070088 = -592574.088042
  nChanged 13
		SP:Iteration 123Q (143151.630000 sec): 3 clusters
  Score: Raw -595447.362883 + Penalty 2869.070088 = -592578.292795
  nChanged 16
		SP:Iteration 124Q (143151.830000 sec): 3 clusters
  Score: Raw -595452.762249 + Penalty 2869.070088 = -592583.692161
  nChanged 17
		SP:Iteration 125Q (143152.040000 sec): 3 clusters
  Score: Raw -595458.182255 + Penalty 2869.070088 = -592589.112167
  nChanged 7
		SP:Iteration 126Q (143152.250000 sec): 3 clusters
  Score: Raw -595461.480792 + Penalty 2869.070088 = -592592.410704
  nChanged 13
		SP:Iteration 127Q (143152.460000 sec): 3 clusters
  Score: Raw -595467.676435 + Penalty 2869.070088 = -592598.606347
  nChanged 14
		SP:Iteration 128Q (143152.670000 sec): 3 clusters
  Score: Raw -595472.589107 + Penalty 2869.070088 = -592603.519019
  nChanged 14
		SP:Iteration 129Q (143152.910000 sec): 3 clusters
  Score: Raw -595479.481155 + Penalty 2869.070088 = -592610.411067
  nChanged 17
		SP:Iteration 130Q (143153.080000 sec): 3 clusters
  Score: Raw -595486.076727 + Penalty 2869.070088 = -592617.006639
  nChanged 14
		SP:Iteration 131Q (143153.290000 sec): 3 clusters
  Score: Raw -595491.029863 + Penalty 2869.070088 = -592621.959775
  nChanged 10
		SP:Iteration 132Q (143153.500000 sec): 3 clusters
  Score: Raw -595493.899293 + Penalty 2869.070088 = -592624.829205
  nChanged 11
		SP:Iteration 133Q (143153.710000 sec): 3 clusters
  Score: Raw -595498.463289 + Penalty 2869.070088 = -592629.393201
  nChanged 16
		SP:Iteration 134Q (143153.910000 sec): 3 clusters
  Score: Raw -595503.487483 + Penalty 2869.070088 = -592634.417395
  nChanged 9
		SP:Iteration 135Q (143154.120000 sec): 3 clusters
  Score: Raw -595506.020137 + Penalty 2869.070088 = -592636.950049
  nChanged 6
		SP:Iteration 136Q (143154.320000 sec): 3 clusters
  Score: Raw -595507.747466 + Penalty 2869.070088 = -592638.677378
  nChanged 5
		SP:Iteration 137Q (143154.530000 sec): 3 clusters
  Score: Raw -595509.974495 + Penalty 2869.070088 = -592640.904407
  nChanged 3
		SP:Iteration 138Q (143154.730000 sec): 3 clusters
  Score: Raw -595510.496906 + Penalty 2869.070088 = -592641.426818
  nChanged 1
		SP:Iteration 139Q (143154.940000 sec): 3 clusters
  Score: Raw -595510.802327 + Penalty 2869.070088 = -592641.732240
  nChanged 4
		SP:Iteration 140F (143155.150000 sec): 3 clusters
  Score: Raw -595512.456578 + Penalty 2869.070088 = -592643.386491
  nChanged 2
		SP:Iteration 141Q (143155.350000 sec): 3 clusters
  Score: Raw -595512.951711 + Penalty 2869.070088 = -592643.881623
  nChanged 1
		SP:Iteration 142Q (143155.560000 sec): 3 clusters
  Score: Raw -595513.068689 + Penalty 2869.070088 = -592643.998601
  nChanged 0
		SP:Iteration 143F (143155.750000 sec): 3 clusters
  Score: Raw -595513.068689 + Penalty 2869.070088 = -592643.998601
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (3764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143155.820000 sec): 2 clusters
  Score: Raw -324096.226215 + Penalty 1337.901094 = -322758.325121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143155.900000 sec): 3 clusters
  Score: Raw -322229.362762 + Penalty 2675.802188 = -319553.560574
  nChanged 1508
		SP:Iteration 1F (143155.970000 sec): 3 clusters
  Score: Raw -323109.836019 + Penalty 2675.802188 = -320434.033831
  nChanged 320
		SP:Iteration 2F (143156.050000 sec): 3 clusters
  Score: Raw -323352.179757 + Penalty 2675.802188 = -320676.377569
  nChanged 268
		SP:Iteration 3F (143156.120000 sec): 3 clusters
  Score: Raw -323557.695203 + Penalty 2675.802188 = -320881.893015
  nChanged 230
		SP:Iteration 4F (143156.190000 sec): 3 clusters
  Score: Raw -323743.165983 + Penalty 2675.802188 = -321067.363795
  nChanged 196
		SP:Iteration 5F (143156.270000 sec): 3 clusters
  Score: Raw -323885.950376 + Penalty 2675.802188 = -321210.148188
  nChanged 165
		SP:Iteration 6Q (143156.340000 sec): 3 clusters
  Score: Raw -324011.874456 + Penalty 2675.802188 = -321336.072268
  nChanged 137
		SP:Iteration 7Q (143156.420000 sec): 3 clusters
  Score: Raw -324111.651216 + Penalty 2675.802188 = -321435.849028
  nChanged 90
		SP:Iteration 8Q (143156.490000 sec): 3 clusters
  Score: Raw -324187.684060 + Penalty 2675.802188 = -321511.881872
  nChanged 101
		SP:Iteration 9Q (143156.570000 sec): 3 clusters
  Score: Raw -324286.111023 + Penalty 2675.802188 = -321610.308835
  nChanged 76
		SP:Iteration 10Q (143156.640000 sec): 3 clusters
  Score: Raw -324371.864516 + Penalty 2675.802188 = -321696.062328
  nChanged 89
		SP:Iteration 11Q (143156.710000 sec): 3 clusters
  Score: Raw -324481.534333 + Penalty 2675.802188 = -321805.732145
  nChanged 82
		SP:Iteration 12Q (143156.790000 sec): 3 clusters
  Score: Raw -324588.416220 + Penalty 2675.802188 = -321912.614033
  nChanged 78
		SP:Iteration 13Q (143156.860000 sec): 3 clusters
  Score: Raw -324694.362107 + Penalty 2675.802188 = -322018.559919
  nChanged 69
		SP:Iteration 14Q (143156.930000 sec): 3 clusters
  Score: Raw -324810.170374 + Penalty 2675.802188 = -322134.368186
  nChanged 65
		SP:Iteration 15Q (143156.990000 sec): 3 clusters
  Score: Raw -324888.962141 + Penalty 2675.802188 = -322213.159954
  nChanged 49
		SP:Iteration 16Q (143157.060000 sec): 3 clusters
  Score: Raw -324919.554867 + Penalty 2675.802188 = -322243.752679
  nChanged 33
		SP:Iteration 17Q (143157.130000 sec): 3 clusters
  Score: Raw -324935.470766 + Penalty 2675.802188 = -322259.668578
  nChanged 16
		SP:Iteration 18Q (143157.200000 sec): 3 clusters
  Score: Raw -324942.549057 + Penalty 2675.802188 = -322266.746870
  nChanged 8
		SP:Iteration 19Q (143157.270000 sec): 3 clusters
  Score: Raw -324944.552227 + Penalty 2675.802188 = -322268.750040
  nChanged 3
		SP:Iteration 20F (143157.340000 sec): 3 clusters
  Score: Raw -324945.340698 + Penalty 2675.802188 = -322269.538510
  nChanged 2
		SP:Iteration 21Q (143157.410000 sec): 3 clusters
  Score: Raw -324946.182925 + Penalty 2675.802188 = -322270.380738
  nChanged 3
		SP:Iteration 22Q (143157.470000 sec): 3 clusters
  Score: Raw -324949.810386 + Penalty 2675.802188 = -322274.008198
  nChanged 5
		SP:Iteration 23Q (143157.540000 sec): 3 clusters
  Score: Raw -324951.582599 + Penalty 2675.802188 = -322275.780412
  nChanged 5
		SP:Iteration 24Q (143157.610000 sec): 3 clusters
  Score: Raw -324952.590892 + Penalty 2675.802188 = -322276.788704
  nChanged 4
		SP:Iteration 25Q (143157.680000 sec): 3 clusters
  Score: Raw -324953.646405 + Penalty 2675.802188 = -322277.844217
  nChanged 2
		SP:Iteration 26Q (143157.750000 sec): 3 clusters
  Score: Raw -324953.870959 + Penalty 2675.802188 = -322278.068771
  nChanged 0
		SP:Iteration 27F (143157.820000 sec): 3 clusters
  Score: Raw -324953.870959 + Penalty 2675.802188 = -322278.068771
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (4553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143157.890000 sec): 2 clusters
  Score: Raw -367895.459122 + Penalty 1368.825516 = -366526.633606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143157.980000 sec): 3 clusters
  Score: Raw -365660.445967 + Penalty 2737.651031 = -362922.794935
  nChanged 1823
		SP:Iteration 1F (143158.070000 sec): 3 clusters
  Score: Raw -366919.009317 + Penalty 2737.651031 = -364181.358285
  nChanged 411
		SP:Iteration 2F (143158.150000 sec): 3 clusters
  Score: Raw -367252.085050 + Penalty 2737.651031 = -364514.434018
  nChanged 300
		SP:Iteration 3F (143158.230000 sec): 3 clusters
  Score: Raw -367488.515476 + Penalty 2737.651031 = -364750.864444
  nChanged 243
		SP:Iteration 4F (143158.320000 sec): 3 clusters
  Score: Raw -367664.576515 + Penalty 2737.651031 = -364926.925483
  nChanged 201
		SP:Iteration 5Q (143158.400000 sec): 3 clusters
  Score: Raw -367807.538976 + Penalty 2737.651031 = -365069.887944
  nChanged 162
		SP:Iteration 6Q (143158.490000 sec): 3 clusters
  Score: Raw -367905.232513 + Penalty 2737.651031 = -365167.581482
  nChanged 135
		SP:Iteration 7Q (143158.570000 sec): 3 clusters
  Score: Raw -367985.607827 + Penalty 2737.651031 = -365247.956796
  nChanged 107
		SP:Iteration 8Q (143158.650000 sec): 3 clusters
  Score: Raw -368041.241952 + Penalty 2737.651031 = -365303.590920
  nChanged 91
		SP:Iteration 9Q (143158.730000 sec): 3 clusters
  Score: Raw -368081.953443 + Penalty 2737.651031 = -365344.302412
  nChanged 74
		SP:Iteration 10Q (143158.820000 sec): 3 clusters
  Score: Raw -368111.842764 + Penalty 2737.651031 = -365374.191733
  nChanged 67
		SP:Iteration 11Q (143158.900000 sec): 3 clusters
  Score: Raw -368138.095165 + Penalty 2737.651031 = -365400.444133
  nChanged 56
		SP:Iteration 12Q (143158.990000 sec): 3 clusters
  Score: Raw -368162.543904 + Penalty 2737.651031 = -365424.892872
  nChanged 49
		SP:Iteration 13Q (143159.070000 sec): 3 clusters
  Score: Raw -368185.350601 + Penalty 2737.651031 = -365447.699570
  nChanged 47
		SP:Iteration 14Q (143159.150000 sec): 3 clusters
  Score: Raw -368201.494936 + Penalty 2737.651031 = -365463.843905
  nChanged 36
		SP:Iteration 15Q (143159.240000 sec): 3 clusters
  Score: Raw -368212.382002 + Penalty 2737.651031 = -365474.730970
  nChanged 31
		SP:Iteration 16Q (143159.320000 sec): 3 clusters
  Score: Raw -368222.537060 + Penalty 2737.651031 = -365484.886029
  nChanged 30
		SP:Iteration 17Q (143159.400000 sec): 3 clusters
  Score: Raw -368232.688167 + Penalty 2737.651031 = -365495.037136
  nChanged 17
		SP:Iteration 18Q (143159.490000 sec): 3 clusters
  Score: Raw -368236.739358 + Penalty 2737.651031 = -365499.088327
  nChanged 12
		SP:Iteration 19Q (143159.570000 sec): 3 clusters
  Score: Raw -368240.246262 + Penalty 2737.651031 = -365502.595231
  nChanged 10
		SP:Iteration 20F (143159.650000 sec): 3 clusters
  Score: Raw -368243.504396 + Penalty 2737.651031 = -365505.853364
  nChanged 15
		SP:Iteration 21Q (143159.740000 sec): 3 clusters
  Score: Raw -368246.208034 + Penalty 2737.651031 = -365508.557003
  nChanged 8
		SP:Iteration 22Q (143159.910000 sec): 3 clusters
  Score: Raw -368248.376769 + Penalty 2737.651031 = -365510.725738
  nChanged 9
		SP:Iteration 23Q (143160.140000 sec): 3 clusters
  Score: Raw -368249.791244 + Penalty 2737.651031 = -365512.140213
  nChanged 5
		SP:Iteration 24Q (143160.290000 sec): 3 clusters
  Score: Raw -368250.724249 + Penalty 2737.651031 = -365513.073217
  nChanged 4
		SP:Iteration 25Q (143160.510000 sec): 3 clusters
  Score: Raw -368251.711161 + Penalty 2737.651031 = -365514.060129
  nChanged 4
		SP:Iteration 26Q (143160.660000 sec): 3 clusters
  Score: Raw -368252.546529 + Penalty 2737.651031 = -365514.895498
  nChanged 3
		SP:Iteration 27Q (143160.890000 sec): 3 clusters
  Score: Raw -368253.127312 + Penalty 2737.651031 = -365515.476281
  nChanged 6
		SP:Iteration 28Q (143161.040000 sec): 3 clusters
  Score: Raw -368254.390936 + Penalty 2737.651031 = -365516.739904
  nChanged 6
		SP:Iteration 29Q (143161.210000 sec): 3 clusters
  Score: Raw -368257.256731 + Penalty 2737.651031 = -365519.605699
  nChanged 8
		SP:Iteration 30Q (143161.390000 sec): 3 clusters
  Score: Raw -368260.869197 + Penalty 2737.651031 = -365523.218165
  nChanged 11
		SP:Iteration 31Q (143161.560000 sec): 3 clusters
  Score: Raw -368264.362271 + Penalty 2737.651031 = -365526.711240
  nChanged 8
		SP:Iteration 32Q (143161.740000 sec): 3 clusters
  Score: Raw -368266.405232 + Penalty 2737.651031 = -365528.754201
  nChanged 10
		SP:Iteration 33Q (143161.910000 sec): 3 clusters
  Score: Raw -368269.823834 + Penalty 2737.651031 = -365532.172802
  nChanged 14
		SP:Iteration 34Q (143162.050000 sec): 3 clusters
  Score: Raw -368276.757393 + Penalty 2737.651031 = -365539.106361
  nChanged 20
		SP:Iteration 35Q (143162.220000 sec): 3 clusters
  Score: Raw -368286.370393 + Penalty 2737.651031 = -365548.719361
  nChanged 29
		SP:Iteration 36Q (143162.400000 sec): 3 clusters
  Score: Raw -368294.592898 + Penalty 2737.651031 = -365556.941866
  nChanged 21
		SP:Iteration 37Q (143162.570000 sec): 3 clusters
  Score: Raw -368304.440855 + Penalty 2737.651031 = -365566.789824
  nChanged 22
		SP:Iteration 38Q (143162.750000 sec): 3 clusters
  Score: Raw -368316.444990 + Penalty 2737.651031 = -365578.793958
  nChanged 27
		SP:Iteration 39Q (143162.930000 sec): 3 clusters
  Score: Raw -368327.292502 + Penalty 2737.651031 = -365589.641470
  nChanged 26
		SP:Iteration 40F (143163.100000 sec): 3 clusters
  Score: Raw -368335.439338 + Penalty 2737.651031 = -365597.788306
  nChanged 27
		SP:Iteration 41Q (143163.280000 sec): 3 clusters
  Score: Raw -368346.509896 + Penalty 2737.651031 = -365608.858864
  nChanged 23
		SP:Iteration 42Q (143163.450000 sec): 3 clusters
  Score: Raw -368355.442778 + Penalty 2737.651031 = -365617.791746
  nChanged 26
		SP:Iteration 43Q (143163.630000 sec): 3 clusters
  Score: Raw -368364.972002 + Penalty 2737.651031 = -365627.320970
  nChanged 18
		SP:Iteration 44Q (143163.810000 sec): 3 clusters
  Score: Raw -368371.045565 + Penalty 2737.651031 = -365633.394534
  nChanged 17
		SP:Iteration 45Q (143163.980000 sec): 3 clusters
  Score: Raw -368377.399330 + Penalty 2737.651031 = -365639.748299
  nChanged 18
		SP:Iteration 46Q (143164.150000 sec): 3 clusters
  Score: Raw -368384.311263 + Penalty 2737.651031 = -365646.660231
  nChanged 20
		SP:Iteration 47Q (143164.330000 sec): 3 clusters
  Score: Raw -368394.133050 + Penalty 2737.651031 = -365656.482019
  nChanged 26
		SP:Iteration 48Q (143164.510000 sec): 3 clusters
  Score: Raw -368402.687668 + Penalty 2737.651031 = -365665.036636
  nChanged 16
		SP:Iteration 49Q (143164.590000 sec): 3 clusters
  Score: Raw -368408.180325 + Penalty 2737.651031 = -365670.529294
  nChanged 17
		SP:Iteration 50Q (143164.670000 sec): 3 clusters
  Score: Raw -368414.179884 + Penalty 2737.651031 = -365676.528852
  nChanged 20
		SP:Iteration 51Q (143164.750000 sec): 3 clusters
  Score: Raw -368421.988185 + Penalty 2737.651031 = -365684.337154
  nChanged 12
		SP:Iteration 52Q (143164.840000 sec): 3 clusters
  Score: Raw -368425.749607 + Penalty 2737.651031 = -365688.098576
  nChanged 12
		SP:Iteration 53Q (143164.920000 sec): 3 clusters
  Score: Raw -368428.989586 + Penalty 2737.651031 = -365691.338555
  nChanged 13
		SP:Iteration 54Q (143165.010000 sec): 3 clusters
  Score: Raw -368433.504157 + Penalty 2737.651031 = -365695.853125
  nChanged 16
		SP:Iteration 55Q (143165.130000 sec): 3 clusters
  Score: Raw -368440.077792 + Penalty 2737.651031 = -365702.426760
  nChanged 15
		SP:Iteration 56Q (143165.310000 sec): 3 clusters
  Score: Raw -368446.768954 + Penalty 2737.651031 = -365709.117923
  nChanged 14
		SP:Iteration 57Q (143165.480000 sec): 3 clusters
  Score: Raw -368452.003824 + Penalty 2737.651031 = -365714.352792
  nChanged 13
		SP:Iteration 58Q (143165.660000 sec): 3 clusters
  Score: Raw -368455.656116 + Penalty 2737.651031 = -365718.005084
  nChanged 10
		SP:Iteration 59Q (143165.760000 sec): 3 clusters
  Score: Raw -368458.065215 + Penalty 2737.651031 = -365720.414183
  nChanged 8
		SP:Iteration 60F (143165.850000 sec): 3 clusters
  Score: Raw -368460.482164 + Penalty 2737.651031 = -365722.831133
  nChanged 3
		SP:Iteration 61Q (143165.930000 sec): 3 clusters
  Score: Raw -368461.176955 + Penalty 2737.651031 = -365723.525923
  nChanged 2
		SP:Iteration 62Q (143166.010000 sec): 3 clusters
  Score: Raw -368461.476627 + Penalty 2737.651031 = -365723.825595
  nChanged 2
		SP:Iteration 63Q (143166.090000 sec): 3 clusters
  Score: Raw -368461.938544 + Penalty 2737.651031 = -365724.287513
  nChanged 3
		SP:Iteration 64Q (143166.180000 sec): 3 clusters
  Score: Raw -368462.579657 + Penalty 2737.651031 = -365724.928625
  nChanged 3
		SP:Iteration 65Q (143166.260000 sec): 3 clusters
  Score: Raw -368463.641182 + Penalty 2737.651031 = -365725.990150
  nChanged 1
		SP:Iteration 66Q (143166.350000 sec): 3 clusters
  Score: Raw -368463.848340 + Penalty 2737.651031 = -365726.197309
  nChanged 0
		SP:Iteration 67F (143166.430000 sec): 3 clusters
  Score: Raw -368463.848340 + Penalty 2737.651031 = -365726.197309
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (13645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143166.600000 sec): 2 clusters
  Score: Raw -1138072.789649 + Penalty 1547.183370 = -1136525.606279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143166.780000 sec): 3 clusters
  Score: Raw -1130161.061916 + Penalty 3094.366741 = -1127066.695176
  nChanged 5983
		SP:Iteration 1F (143166.950000 sec): 3 clusters
  Score: Raw -1133703.367070 + Penalty 3094.366741 = -1130609.000329
  nChanged 1083
		SP:Iteration 2F (143167.240000 sec): 3 clusters
  Score: Raw -1134439.232280 + Penalty 3094.366741 = -1131344.865540
  nChanged 1036
		SP:Iteration 3F (143167.480000 sec): 3 clusters
  Score: Raw -1135067.275490 + Penalty 3094.366741 = -1131972.908749
  nChanged 849
		SP:Iteration 4F (143167.760000 sec): 3 clusters
  Score: Raw -1135512.276644 + Penalty 3094.366741 = -1132417.909903
  nChanged 665
		SP:Iteration 5Q (143168.040000 sec): 3 clusters
  Score: Raw -1135847.223693 + Penalty 3094.366741 = -1132752.856953
  nChanged 563
		SP:Iteration 6Q (143168.330000 sec): 3 clusters
  Score: Raw -1136096.458214 + Penalty 3094.366741 = -1133002.091474
  nChanged 484
		SP:Iteration 7Q (143168.610000 sec): 3 clusters
  Score: Raw -1136306.017264 + Penalty 3094.366741 = -1133211.650523
  nChanged 419
		SP:Iteration 8Q (143168.890000 sec): 3 clusters
  Score: Raw -1136478.864305 + Penalty 3094.366741 = -1133384.497564
  nChanged 365
		SP:Iteration 9Q (143169.170000 sec): 3 clusters
  Score: Raw -1136614.523710 + Penalty 3094.366741 = -1133520.156969
  nChanged 310
		SP:Iteration 10Q (143169.500000 sec): 3 clusters
  Score: Raw -1136716.018178 + Penalty 3094.366741 = -1133621.651437
  nChanged 287
		SP:Iteration 11Q (143169.780000 sec): 3 clusters
  Score: Raw -1136807.926867 + Penalty 3094.366741 = -1133713.560126
  nChanged 257
		SP:Iteration 12Q (143169.970000 sec): 3 clusters
  Score: Raw -1136882.433756 + Penalty 3094.366741 = -1133788.067016
  nChanged 214
		SP:Iteration 13Q (143170.250000 sec): 3 clusters
  Score: Raw -1136951.003588 + Penalty 3094.366741 = -1133856.636847
  nChanged 216
		SP:Iteration 14Q (143170.490000 sec): 3 clusters
  Score: Raw -1137017.100831 + Penalty 3094.366741 = -1133922.734090
  nChanged 231
		SP:Iteration 15Q (143170.770000 sec): 3 clusters
  Score: Raw -1137078.645796 + Penalty 3094.366741 = -1133984.279055
  nChanged 189
		SP:Iteration 16Q (143171.050000 sec): 3 clusters
  Score: Raw -1137129.731593 + Penalty 3094.366741 = -1134035.364853
  nChanged 197
		SP:Iteration 17Q (143171.370000 sec): 3 clusters
  Score: Raw -1137184.422021 + Penalty 3094.366741 = -1134090.055280
  nChanged 184
		SP:Iteration 18Q (143171.620000 sec): 3 clusters
  Score: Raw -1137232.284120 + Penalty 3094.366741 = -1134137.917380
  nChanged 173
		SP:Iteration 19Q (143171.900000 sec): 3 clusters
  Score: Raw -1137279.926587 + Penalty 3094.366741 = -1134185.559846
  nChanged 182
		SP:Iteration 20F (143172.180000 sec): 3 clusters
  Score: Raw -1137337.393795 + Penalty 3094.366741 = -1134243.027055
  nChanged 160
		SP:Iteration 21Q (143172.460000 sec): 3 clusters
  Score: Raw -1137384.194970 + Penalty 3094.366741 = -1134289.828229
  nChanged 153
		SP:Iteration 22Q (143172.710000 sec): 3 clusters
  Score: Raw -1137427.995516 + Penalty 3094.366741 = -1134333.628775
  nChanged 161
		SP:Iteration 23Q (143172.990000 sec): 3 clusters
  Score: Raw -1137472.114209 + Penalty 3094.366741 = -1134377.747468
  nChanged 156
		SP:Iteration 24Q (143173.230000 sec): 3 clusters
  Score: Raw -1137517.566108 + Penalty 3094.366741 = -1134423.199367
  nChanged 161
		SP:Iteration 25Q (143173.470000 sec): 3 clusters
  Score: Raw -1137568.933524 + Penalty 3094.366741 = -1134474.566783
  nChanged 164
		SP:Iteration 26Q (143173.760000 sec): 3 clusters
  Score: Raw -1137624.994878 + Penalty 3094.366741 = -1134530.628138
  nChanged 161
		SP:Iteration 27Q (143174.040000 sec): 3 clusters
  Score: Raw -1137679.201722 + Penalty 3094.366741 = -1134584.834981
  nChanged 157
		SP:Iteration 28Q (143174.320000 sec): 3 clusters
  Score: Raw -1137734.956579 + Penalty 3094.366741 = -1134640.589839
  nChanged 173
		SP:Iteration 29Q (143174.560000 sec): 3 clusters
  Score: Raw -1137798.629246 + Penalty 3094.366741 = -1134704.262505
  nChanged 162
		SP:Iteration 30Q (143174.850000 sec): 3 clusters
  Score: Raw -1137864.466058 + Penalty 3094.366741 = -1134770.099318
  nChanged 164
		SP:Iteration 31Q (143175.080000 sec): 3 clusters
  Score: Raw -1137941.353133 + Penalty 3094.366741 = -1134846.986392
  nChanged 161
		SP:Iteration 32Q (143175.360000 sec): 3 clusters
  Score: Raw -1138012.592009 + Penalty 3094.366741 = -1134918.225268
  nChanged 139
		SP:Iteration 33Q (143175.600000 sec): 3 clusters
  Score: Raw -1138061.859037 + Penalty 3094.366741 = -1134967.492296
  nChanged 135
		SP:Iteration 34Q (143175.890000 sec): 3 clusters
  Score: Raw -1138101.001270 + Penalty 3094.366741 = -1135006.634530
  nChanged 111
		SP:Iteration 35Q (143176.120000 sec): 3 clusters
  Score: Raw -1138132.477349 + Penalty 3094.366741 = -1135038.110609
  nChanged 115
		SP:Iteration 36Q (143176.410000 sec): 3 clusters
  Score: Raw -1138169.101523 + Penalty 3094.366741 = -1135074.734782
  nChanged 103
		SP:Iteration 37Q (143176.650000 sec): 3 clusters
  Score: Raw -1138197.032688 + Penalty 3094.366741 = -1135102.665947
  nChanged 80
		SP:Iteration 38Q (143176.930000 sec): 3 clusters
  Score: Raw -1138219.844119 + Penalty 3094.366741 = -1135125.477378
  nChanged 78
		SP:Iteration 39Q (143177.170000 sec): 3 clusters
  Score: Raw -1138249.127575 + Penalty 3094.366741 = -1135154.760834
  nChanged 85
		SP:Iteration 40F (143177.410000 sec): 3 clusters
  Score: Raw -1138275.460581 + Penalty 3094.366741 = -1135181.093840
  nChanged 88
		SP:Iteration 41Q (143177.650000 sec): 3 clusters
  Score: Raw -1138298.806597 + Penalty 3094.366741 = -1135204.439856
  nChanged 65
		SP:Iteration 42Q (143177.890000 sec): 3 clusters
  Score: Raw -1138318.370622 + Penalty 3094.366741 = -1135224.003881
  nChanged 70
		SP:Iteration 43Q (143178.170000 sec): 3 clusters
  Score: Raw -1138339.034750 + Penalty 3094.366741 = -1135244.668009
  nChanged 67
		SP:Iteration 44Q (143178.410000 sec): 3 clusters
  Score: Raw -1138357.716637 + Penalty 3094.366741 = -1135263.349896
  nChanged 61
		SP:Iteration 45Q (143178.690000 sec): 3 clusters
  Score: Raw -1138373.675509 + Penalty 3094.366741 = -1135279.308769
  nChanged 59
		SP:Iteration 46Q (143178.930000 sec): 3 clusters
  Score: Raw -1138391.153843 + Penalty 3094.366741 = -1135296.787102
  nChanged 55
		SP:Iteration 47Q (143179.210000 sec): 3 clusters
  Score: Raw -1138406.138892 + Penalty 3094.366741 = -1135311.772151
  nChanged 43
		SP:Iteration 48Q (143179.440000 sec): 3 clusters
  Score: Raw -1138415.505219 + Penalty 3094.366741 = -1135321.138478
  nChanged 40
		SP:Iteration 49Q (143179.730000 sec): 3 clusters
  Score: Raw -1138424.369788 + Penalty 3094.366741 = -1135330.003047
  nChanged 31
		SP:Iteration 50Q (143179.930000 sec): 3 clusters
  Score: Raw -1138430.688837 + Penalty 3094.366741 = -1135336.322096
  nChanged 40
		SP:Iteration 51Q (143180.220000 sec): 3 clusters
  Score: Raw -1138439.806642 + Penalty 3094.366741 = -1135345.439901
  nChanged 41
		SP:Iteration 52Q (143180.420000 sec): 3 clusters
  Score: Raw -1138450.028387 + Penalty 3094.366741 = -1135355.661646
  nChanged 37
		SP:Iteration 53Q (143180.660000 sec): 3 clusters
  Score: Raw -1138459.304706 + Penalty 3094.366741 = -1135364.937965
  nChanged 39
		SP:Iteration 54Q (143180.870000 sec): 3 clusters
  Score: Raw -1138471.653623 + Penalty 3094.366741 = -1135377.286883
  nChanged 46
		SP:Iteration 55Q (143181.150000 sec): 3 clusters
  Score: Raw -1138486.935397 + Penalty 3094.366741 = -1135392.568656
  nChanged 48
		SP:Iteration 56Q (143181.360000 sec): 3 clusters
  Score: Raw -1138503.772963 + Penalty 3094.366741 = -1135409.406222
  nChanged 43
		SP:Iteration 57Q (143181.590000 sec): 3 clusters
  Score: Raw -1138520.925381 + Penalty 3094.366741 = -1135426.558640
  nChanged 45
		SP:Iteration 58Q (143181.810000 sec): 3 clusters
  Score: Raw -1138533.277570 + Penalty 3094.366741 = -1135438.910829
  nChanged 33
		SP:Iteration 59Q (143182.050000 sec): 3 clusters
  Score: Raw -1138542.263505 + Penalty 3094.366741 = -1135447.896764
  nChanged 35
		SP:Iteration 60F (143182.330000 sec): 3 clusters
  Score: Raw -1138554.291328 + Penalty 3094.366741 = -1135459.924587
  nChanged 32
		SP:Iteration 61Q (143182.540000 sec): 3 clusters
  Score: Raw -1138566.200989 + Penalty 3094.366741 = -1135471.834248
  nChanged 33
		SP:Iteration 62Q (143182.780000 sec): 3 clusters
  Score: Raw -1138579.195005 + Penalty 3094.366741 = -1135484.828264
  nChanged 37
		SP:Iteration 63Q (143183.070000 sec): 3 clusters
  Score: Raw -1138594.956676 + Penalty 3094.366741 = -1135500.589935
  nChanged 47
		SP:Iteration 64Q (143183.350000 sec): 3 clusters
  Score: Raw -1138613.747944 + Penalty 3094.366741 = -1135519.381203
  nChanged 41
		SP:Iteration 65Q (143183.550000 sec): 3 clusters
  Score: Raw -1138628.762017 + Penalty 3094.366741 = -1135534.395276
  nChanged 32
		SP:Iteration 66Q (143183.800000 sec): 3 clusters
  Score: Raw -1138639.515908 + Penalty 3094.366741 = -1135545.149168
  nChanged 31
		SP:Iteration 67Q (143184.030000 sec): 3 clusters
  Score: Raw -1138648.750152 + Penalty 3094.366741 = -1135554.383411
  nChanged 27
		SP:Iteration 68Q (143184.300000 sec): 3 clusters
  Score: Raw -1138657.385301 + Penalty 3094.366741 = -1135563.018560
  nChanged 33
		SP:Iteration 69Q (143184.530000 sec): 3 clusters
  Score: Raw -1138667.744714 + Penalty 3094.366741 = -1135573.377974
  nChanged 33
		SP:Iteration 70Q (143184.860000 sec): 3 clusters
  Score: Raw -1138678.612079 + Penalty 3094.366741 = -1135584.245338
  nChanged 29
		SP:Iteration 71Q (143185.090000 sec): 3 clusters
  Score: Raw -1138689.242837 + Penalty 3094.366741 = -1135594.876096
  nChanged 32
		SP:Iteration 72Q (143185.350000 sec): 3 clusters
  Score: Raw -1138701.743213 + Penalty 3094.366741 = -1135607.376472
  nChanged 33
		SP:Iteration 73Q (143185.510000 sec): 3 clusters
  Score: Raw -1138716.288141 + Penalty 3094.366741 = -1135621.921400
  nChanged 25
		SP:Iteration 74Q (143185.710000 sec): 3 clusters
  Score: Raw -1138727.843344 + Penalty 3094.366741 = -1135633.476604
  nChanged 23
		SP:Iteration 75Q (143185.950000 sec): 3 clusters
  Score: Raw -1138735.817318 + Penalty 3094.366741 = -1135641.450577
  nChanged 23
		SP:Iteration 76Q (143186.230000 sec): 3 clusters
  Score: Raw -1138743.512846 + Penalty 3094.366741 = -1135649.146105
  nChanged 21
		SP:Iteration 77Q (143186.430000 sec): 3 clusters
  Score: Raw -1138748.712949 + Penalty 3094.366741 = -1135654.346208
  nChanged 13
		SP:Iteration 78Q (143186.720000 sec): 3 clusters
  Score: Raw -1138752.058759 + Penalty 3094.366741 = -1135657.692018
  nChanged 13
		SP:Iteration 79Q (143187.000000 sec): 3 clusters
  Score: Raw -1138755.141868 + Penalty 3094.366741 = -1135660.775128
  nChanged 12
		SP:Iteration 80F (143187.290000 sec): 3 clusters
  Score: Raw -1138758.666358 + Penalty 3094.366741 = -1135664.299617
  nChanged 14
		SP:Iteration 81Q (143187.580000 sec): 3 clusters
  Score: Raw -1138761.618656 + Penalty 3094.366741 = -1135667.251915
  nChanged 7
		SP:Iteration 82Q (143187.780000 sec): 3 clusters
  Score: Raw -1138763.483374 + Penalty 3094.366741 = -1135669.116634
  nChanged 8
		SP:Iteration 83Q (143188.020000 sec): 3 clusters
  Score: Raw -1138765.997924 + Penalty 3094.366741 = -1135671.631183
  nChanged 8
		SP:Iteration 84Q (143188.260000 sec): 3 clusters
  Score: Raw -1138767.780844 + Penalty 3094.366741 = -1135673.414103
  nChanged 8
		SP:Iteration 85Q (143188.530000 sec): 3 clusters
  Score: Raw -1138769.374398 + Penalty 3094.366741 = -1135675.007657
  nChanged 5
		SP:Iteration 86Q (143188.780000 sec): 3 clusters
  Score: Raw -1138770.376145 + Penalty 3094.366741 = -1135676.009405
  nChanged 4
		SP:Iteration 87Q (143189.060000 sec): 3 clusters
  Score: Raw -1138771.156553 + Penalty 3094.366741 = -1135676.789812
  nChanged 2
		SP:Iteration 88Q (143189.340000 sec): 3 clusters
  Score: Raw -1138771.474445 + Penalty 3094.366741 = -1135677.107704
  nChanged 0
		SP:Iteration 89F (143189.590000 sec): 3 clusters
  Score: Raw -1138771.474445 + Penalty 3094.366741 = -1135677.107704
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (4509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143189.690000 sec): 2 clusters
  Score: Raw -381548.986968 + Penalty 1367.247485 = -380181.739483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143189.870000 sec): 3 clusters
  Score: Raw -379253.954071 + Penalty 2734.494970 = -376519.459101
  nChanged 1797
		SP:Iteration 1F (143190.050000 sec): 3 clusters
  Score: Raw -380358.831037 + Penalty 2734.494970 = -377624.336066
  nChanged 423
		SP:Iteration 2F (143190.220000 sec): 3 clusters
  Score: Raw -380710.077545 + Penalty 2734.494970 = -377975.582575
  nChanged 352
		SP:Iteration 3F (143190.400000 sec): 3 clusters
  Score: Raw -381015.088327 + Penalty 2734.494970 = -378280.593356
  nChanged 283
		SP:Iteration 4F (143190.570000 sec): 3 clusters
  Score: Raw -381245.928778 + Penalty 2734.494970 = -378511.433808
  nChanged 240
		SP:Iteration 5F (143190.750000 sec): 3 clusters
  Score: Raw -381418.577672 + Penalty 2734.494970 = -378684.082701
  nChanged 190
		SP:Iteration 6Q (143190.970000 sec): 3 clusters
  Score: Raw -381537.501634 + Penalty 2734.494970 = -378803.006664
  nChanged 138
		SP:Iteration 7Q (143191.120000 sec): 3 clusters
  Score: Raw -381612.879956 + Penalty 2734.494970 = -378878.384986
  nChanged 113
		SP:Iteration 8Q (143191.300000 sec): 3 clusters
  Score: Raw -381669.216168 + Penalty 2734.494970 = -378934.721198
  nChanged 91
		SP:Iteration 9Q (143191.470000 sec): 3 clusters
  Score: Raw -381702.765623 + Penalty 2734.494970 = -378968.270653
  nChanged 52
		SP:Iteration 10Q (143191.650000 sec): 3 clusters
  Score: Raw -381722.670145 + Penalty 2734.494970 = -378988.175174
  nChanged 54
		SP:Iteration 11Q (143191.820000 sec): 3 clusters
  Score: Raw -381740.396969 + Penalty 2734.494970 = -379005.901998
  nChanged 36
		SP:Iteration 12Q (143192.000000 sec): 3 clusters
  Score: Raw -381752.667147 + Penalty 2734.494970 = -379018.172176
  nChanged 27
		SP:Iteration 13Q (143192.180000 sec): 3 clusters
  Score: Raw -381762.410478 + Penalty 2734.494970 = -379027.915507
  nChanged 23
		SP:Iteration 14Q (143192.350000 sec): 3 clusters
  Score: Raw -381767.809992 + Penalty 2734.494970 = -379033.315021
  nChanged 23
		SP:Iteration 15Q (143192.530000 sec): 3 clusters
  Score: Raw -381773.375592 + Penalty 2734.494970 = -379038.880622
  nChanged 14
		SP:Iteration 16Q (143192.700000 sec): 3 clusters
  Score: Raw -381778.439482 + Penalty 2734.494970 = -379043.944512
  nChanged 14
		SP:Iteration 17Q (143192.880000 sec): 3 clusters
  Score: Raw -381782.587057 + Penalty 2734.494970 = -379048.092087
  nChanged 14
		SP:Iteration 18Q (143193.060000 sec): 3 clusters
  Score: Raw -381788.660713 + Penalty 2734.494970 = -379054.165743
  nChanged 14
		SP:Iteration 19Q (143193.230000 sec): 3 clusters
  Score: Raw -381794.264536 + Penalty 2734.494970 = -379059.769565
  nChanged 22
		SP:Iteration 20F (143193.410000 sec): 3 clusters
  Score: Raw -381801.367470 + Penalty 2734.494970 = -379066.872500
  nChanged 15
		SP:Iteration 21Q (143193.580000 sec): 3 clusters
  Score: Raw -381805.434004 + Penalty 2734.494970 = -379070.939033
  nChanged 14
		SP:Iteration 22Q (143193.760000 sec): 3 clusters
  Score: Raw -381808.931682 + Penalty 2734.494970 = -379074.436711
  nChanged 13
		SP:Iteration 23Q (143193.940000 sec): 3 clusters
  Score: Raw -381812.710356 + Penalty 2734.494970 = -379078.215386
  nChanged 17
		SP:Iteration 24Q (143194.110000 sec): 3 clusters
  Score: Raw -381817.018455 + Penalty 2734.494970 = -379082.523485
  nChanged 13
		SP:Iteration 25Q (143194.290000 sec): 3 clusters
  Score: Raw -381821.614833 + Penalty 2734.494970 = -379087.119862
  nChanged 15
		SP:Iteration 26Q (143194.460000 sec): 3 clusters
  Score: Raw -381826.418278 + Penalty 2734.494970 = -379091.923307
  nChanged 13
		SP:Iteration 27Q (143194.640000 sec): 3 clusters
  Score: Raw -381831.273677 + Penalty 2734.494970 = -379096.778706
  nChanged 10
		SP:Iteration 28Q (143194.820000 sec): 3 clusters
  Score: Raw -381833.775774 + Penalty 2734.494970 = -379099.280804
  nChanged 5
		SP:Iteration 29Q (143194.990000 sec): 3 clusters
  Score: Raw -381834.898704 + Penalty 2734.494970 = -379100.403734
  nChanged 9
		SP:Iteration 30Q (143195.170000 sec): 3 clusters
  Score: Raw -381836.135191 + Penalty 2734.494970 = -379101.640221
  nChanged 7
		SP:Iteration 31Q (143195.340000 sec): 3 clusters
  Score: Raw -381837.360571 + Penalty 2734.494970 = -379102.865600
  nChanged 1
		SP:Iteration 32Q (143195.520000 sec): 3 clusters
  Score: Raw -381837.558370 + Penalty 2734.494970 = -379103.063399
  nChanged 0
		SP:Iteration 33F (143195.700000 sec): 3 clusters
  Score: Raw -381837.558370 + Penalty 2734.494970 = -379103.063399
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143195.800000 sec): 2 clusters
  Score: Raw -414729.358045 + Penalty 1355.207712 = -413374.150333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143195.970000 sec): 3 clusters
  Score: Raw -412603.567170 + Penalty 2710.415424 = -409893.151746
  nChanged 1615
		SP:Iteration 1F (143196.150000 sec): 3 clusters
  Score: Raw -413514.219473 + Penalty 2710.415424 = -410803.804049
  nChanged 306
		SP:Iteration 2F (143196.320000 sec): 3 clusters
  Score: Raw -413675.029262 + Penalty 2710.415424 = -410964.613838
  nChanged 202
		SP:Iteration 3Q (143196.500000 sec): 3 clusters
  Score: Raw -413784.343509 + Penalty 2710.415424 = -411073.928085
  nChanged 168
		SP:Iteration 4Q (143196.680000 sec): 3 clusters
  Score: Raw -413867.906344 + Penalty 2710.415424 = -411157.490920
  nChanged 125
		SP:Iteration 5Q (143196.850000 sec): 3 clusters
  Score: Raw -413927.727953 + Penalty 2710.415424 = -411217.312529
  nChanged 137
		SP:Iteration 6Q (143197.030000 sec): 3 clusters
  Score: Raw -414003.972432 + Penalty 2710.415424 = -411293.557008
  nChanged 154
		SP:Iteration 7Q (143197.200000 sec): 3 clusters
  Score: Raw -414089.415815 + Penalty 2710.415424 = -411379.000391
  nChanged 127
		SP:Iteration 8Q (143197.380000 sec): 3 clusters
  Score: Raw -414164.191656 + Penalty 2710.415424 = -411453.776232
  nChanged 143
		SP:Iteration 9Q (143197.560000 sec): 3 clusters
  Score: Raw -414264.527287 + Penalty 2710.415424 = -411554.111863
  nChanged 155
		SP:Iteration 10Q (143197.730000 sec): 3 clusters
  Score: Raw -414363.816934 + Penalty 2710.415424 = -411653.401510
  nChanged 150
		SP:Iteration 11Q (143197.900000 sec): 3 clusters
  Score: Raw -414471.093477 + Penalty 2710.415424 = -411760.678053
  nChanged 159
		SP:Iteration 12Q (143198.080000 sec): 3 clusters
  Score: Raw -414612.631762 + Penalty 2710.415424 = -411902.216338
  nChanged 159
		SP:Iteration 13Q (143198.220000 sec): 3 clusters
  Score: Raw -414753.555398 + Penalty 2710.415424 = -412043.139974
  nChanged 131
		SP:Iteration 14Q (143198.300000 sec): 3 clusters
  Score: Raw -414861.685399 + Penalty 2710.415424 = -412151.269975
  nChanged 106
		SP:Iteration 15Q (143198.380000 sec): 3 clusters
  Score: Raw -414946.071266 + Penalty 2710.415424 = -412235.655842
  nChanged 83
		SP:Iteration 16Q (143198.470000 sec): 3 clusters
  Score: Raw -415015.104976 + Penalty 2710.415424 = -412304.689552
  nChanged 67
		SP:Iteration 17Q (143198.550000 sec): 3 clusters
  Score: Raw -415063.226075 + Penalty 2710.415424 = -412352.810651
  nChanged 42
		SP:Iteration 18Q (143198.630000 sec): 3 clusters
  Score: Raw -415097.054408 + Penalty 2710.415424 = -412386.638984
  nChanged 36
		SP:Iteration 19Q (143198.700000 sec): 3 clusters
  Score: Raw -415121.554394 + Penalty 2710.415424 = -412411.138970
  nChanged 26
		SP:Iteration 20F (143198.790000 sec): 3 clusters
  Score: Raw -415135.674891 + Penalty 2710.415424 = -412425.259467
  nChanged 24
		SP:Iteration 21Q (143198.860000 sec): 3 clusters
  Score: Raw -415147.340350 + Penalty 2710.415424 = -412436.924926
  nChanged 18
		SP:Iteration 22Q (143198.940000 sec): 3 clusters
  Score: Raw -415154.213140 + Penalty 2710.415424 = -412443.797716
  nChanged 9
		SP:Iteration 23Q (143199.020000 sec): 3 clusters
  Score: Raw -415158.381184 + Penalty 2710.415424 = -412447.965760
  nChanged 7
		SP:Iteration 24Q (143199.090000 sec): 3 clusters
  Score: Raw -415160.521128 + Penalty 2710.415424 = -412450.105704
  nChanged 7
		SP:Iteration 25Q (143199.170000 sec): 3 clusters
  Score: Raw -415163.079794 + Penalty 2710.415424 = -412452.664370
  nChanged 4
		SP:Iteration 26Q (143199.250000 sec): 3 clusters
  Score: Raw -415166.143855 + Penalty 2710.415424 = -412455.728431
  nChanged 9
		SP:Iteration 27Q (143199.320000 sec): 3 clusters
  Score: Raw -415170.537703 + Penalty 2710.415424 = -412460.122279
  nChanged 3
		SP:Iteration 28Q (143199.400000 sec): 3 clusters
  Score: Raw -415171.850555 + Penalty 2710.415424 = -412461.435131
  nChanged 4
		SP:Iteration 29Q (143199.480000 sec): 3 clusters
  Score: Raw -415173.426343 + Penalty 2710.415424 = -412463.010919
  nChanged 3
		SP:Iteration 30Q (143199.550000 sec): 3 clusters
  Score: Raw -415175.076012 + Penalty 2710.415424 = -412464.660588
  nChanged 3
		SP:Iteration 31Q (143199.630000 sec): 3 clusters
  Score: Raw -415175.967646 + Penalty 2710.415424 = -412465.552222
  nChanged 2
		SP:Iteration 32Q (143199.700000 sec): 3 clusters
  Score: Raw -415176.466734 + Penalty 2710.415424 = -412466.051310
  nChanged 0
		SP:Iteration 33F (143199.790000 sec): 3 clusters
  Score: Raw -415176.466734 + Penalty 2710.415424 = -412466.051310
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (7726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143199.920000 sec): 2 clusters
  Score: Raw -709808.357194 + Penalty 1454.756313 = -708353.600881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143200.120000 sec): 3 clusters
  Score: Raw -705680.745960 + Penalty 2909.512627 = -702771.233334
  nChanged 3197
		SP:Iteration 1F (143200.320000 sec): 3 clusters
  Score: Raw -707636.095719 + Penalty 2909.512627 = -704726.583092
  nChanged 609
		SP:Iteration 2F (143200.530000 sec): 3 clusters
  Score: Raw -708014.543557 + Penalty 2909.512627 = -705105.030931
  nChanged 511
		SP:Iteration 3F (143200.730000 sec): 3 clusters
  Score: Raw -708304.922479 + Penalty 2909.512627 = -705395.409852
  nChanged 394
		SP:Iteration 4F (143200.940000 sec): 3 clusters
  Score: Raw -708501.285483 + Penalty 2909.512627 = -705591.772857
  nChanged 329
		SP:Iteration 5Q (143201.130000 sec): 3 clusters
  Score: Raw -708642.875272 + Penalty 2909.512627 = -705733.362645
  nChanged 256
		SP:Iteration 6Q (143201.330000 sec): 3 clusters
  Score: Raw -708766.782733 + Penalty 2909.512627 = -705857.270106
  nChanged 233
		SP:Iteration 7Q (143201.530000 sec): 3 clusters
  Score: Raw -708874.902469 + Penalty 2909.512627 = -705965.389843
  nChanged 194
		SP:Iteration 8Q (143201.770000 sec): 3 clusters
  Score: Raw -708968.295283 + Penalty 2909.512627 = -706058.782657
  nChanged 182
		SP:Iteration 9Q (143201.970000 sec): 3 clusters
  Score: Raw -709046.451060 + Penalty 2909.512627 = -706136.938434
  nChanged 166
		SP:Iteration 10Q (143202.170000 sec): 3 clusters
  Score: Raw -709102.532663 + Penalty 2909.512627 = -706193.020037
  nChanged 121
		SP:Iteration 11Q (143202.370000 sec): 3 clusters
  Score: Raw -709141.192210 + Penalty 2909.512627 = -706231.679584
  nChanged 107
		SP:Iteration 12Q (143202.570000 sec): 3 clusters
  Score: Raw -709176.559750 + Penalty 2909.512627 = -706267.047124
  nChanged 123
		SP:Iteration 13Q (143202.760000 sec): 3 clusters
  Score: Raw -709220.918544 + Penalty 2909.512627 = -706311.405918
  nChanged 136
		SP:Iteration 14Q (143202.960000 sec): 3 clusters
  Score: Raw -709272.161036 + Penalty 2909.512627 = -706362.648409
  nChanged 120
		SP:Iteration 15Q (143203.160000 sec): 3 clusters
  Score: Raw -709318.729614 + Penalty 2909.512627 = -706409.216987
  nChanged 144
		SP:Iteration 16Q (143203.360000 sec): 3 clusters
  Score: Raw -709370.960138 + Penalty 2909.512627 = -706461.447511
  nChanged 133
		SP:Iteration 17Q (143203.560000 sec): 3 clusters
  Score: Raw -709415.786572 + Penalty 2909.512627 = -706506.273945
  nChanged 104
		SP:Iteration 18Q (143203.760000 sec): 3 clusters
  Score: Raw -709452.451195 + Penalty 2909.512627 = -706542.938568
  nChanged 106
		SP:Iteration 19Q (143203.960000 sec): 3 clusters
  Score: Raw -709495.773726 + Penalty 2909.512627 = -706586.261099
  nChanged 92
		SP:Iteration 20F (143204.150000 sec): 3 clusters
  Score: Raw -709539.046309 + Penalty 2909.512627 = -706629.533683
  nChanged 100
		SP:Iteration 21Q (143204.260000 sec): 3 clusters
  Score: Raw -709582.879629 + Penalty 2909.512627 = -706673.367003
  nChanged 99
		SP:Iteration 22Q (143204.380000 sec): 3 clusters
  Score: Raw -709625.259651 + Penalty 2909.512627 = -706715.747025
  nChanged 85
		SP:Iteration 23Q (143204.600000 sec): 3 clusters
  Score: Raw -709660.561898 + Penalty 2909.512627 = -706751.049272
  nChanged 71
		SP:Iteration 24Q (143204.760000 sec): 3 clusters
  Score: Raw -709690.958216 + Penalty 2909.512627 = -706781.445589
  nChanged 76
		SP:Iteration 25Q (143204.880000 sec): 3 clusters
  Score: Raw -709719.965741 + Penalty 2909.512627 = -706810.453114
  nChanged 76
		SP:Iteration 26Q (143204.990000 sec): 3 clusters
  Score: Raw -709752.036381 + Penalty 2909.512627 = -706842.523755
  nChanged 78
		SP:Iteration 27Q (143205.200000 sec): 3 clusters
  Score: Raw -709786.972078 + Penalty 2909.512627 = -706877.459452
  nChanged 72
		SP:Iteration 28Q (143205.360000 sec): 3 clusters
  Score: Raw -709821.847465 + Penalty 2909.512627 = -706912.334839
  nChanged 60
		SP:Iteration 29Q (143205.560000 sec): 3 clusters
  Score: Raw -709851.401467 + Penalty 2909.512627 = -706941.888840
  nChanged 54
		SP:Iteration 30Q (143205.760000 sec): 3 clusters
  Score: Raw -709884.321101 + Penalty 2909.512627 = -706974.808474
  nChanged 51
		SP:Iteration 31Q (143205.960000 sec): 3 clusters
  Score: Raw -709916.012678 + Penalty 2909.512627 = -707006.500052
  nChanged 37
		SP:Iteration 32Q (143206.170000 sec): 3 clusters
  Score: Raw -709934.494136 + Penalty 2909.512627 = -707024.981509
  nChanged 29
		SP:Iteration 33Q (143206.370000 sec): 3 clusters
  Score: Raw -709955.101701 + Penalty 2909.512627 = -707045.589075
  nChanged 32
		SP:Iteration 34Q (143206.570000 sec): 3 clusters
  Score: Raw -709977.249689 + Penalty 2909.512627 = -707067.737062
  nChanged 24
		SP:Iteration 35Q (143206.770000 sec): 3 clusters
  Score: Raw -709992.031190 + Penalty 2909.512627 = -707082.518564
  nChanged 19
		SP:Iteration 36Q (143206.970000 sec): 3 clusters
  Score: Raw -710005.106123 + Penalty 2909.512627 = -707095.593496
  nChanged 21
		SP:Iteration 37Q (143207.170000 sec): 3 clusters
  Score: Raw -710016.537282 + Penalty 2909.512627 = -707107.024655
  nChanged 15
		SP:Iteration 38Q (143207.370000 sec): 3 clusters
  Score: Raw -710024.542802 + Penalty 2909.512627 = -707115.030175
  nChanged 13
		SP:Iteration 39Q (143207.580000 sec): 3 clusters
  Score: Raw -710031.732397 + Penalty 2909.512627 = -707122.219771
  nChanged 10
		SP:Iteration 40F (143207.780000 sec): 3 clusters
  Score: Raw -710036.438537 + Penalty 2909.512627 = -707126.925911
  nChanged 7
		SP:Iteration 41Q (143207.980000 sec): 3 clusters
  Score: Raw -710040.646314 + Penalty 2909.512627 = -707131.133688
  nChanged 2
		SP:Iteration 42Q (143208.180000 sec): 3 clusters
  Score: Raw -710041.101219 + Penalty 2909.512627 = -707131.588592
  nChanged 1
		SP:Iteration 43Q (143208.390000 sec): 3 clusters
  Score: Raw -710041.698400 + Penalty 2909.512627 = -707132.185773
  nChanged 4
		SP:Iteration 44Q (143208.590000 sec): 3 clusters
  Score: Raw -710043.337017 + Penalty 2909.512627 = -707133.824390
  nChanged 3
		SP:Iteration 45Q (143208.790000 sec): 3 clusters
  Score: Raw -710046.078275 + Penalty 2909.512627 = -707136.565648
  nChanged 6
		SP:Iteration 46Q (143209.000000 sec): 3 clusters
  Score: Raw -710050.192633 + Penalty 2909.512627 = -707140.680006
  nChanged 9
		SP:Iteration 47Q (143209.200000 sec): 3 clusters
  Score: Raw -710056.375885 + Penalty 2909.512627 = -707146.863258
  nChanged 7
		SP:Iteration 48Q (143209.300000 sec): 3 clusters
  Score: Raw -710061.168076 + Penalty 2909.512627 = -707151.655450
  nChanged 5
		SP:Iteration 49Q (143209.420000 sec): 3 clusters
  Score: Raw -710064.918148 + Penalty 2909.512627 = -707155.405522
  nChanged 4
		SP:Iteration 50Q (143209.530000 sec): 3 clusters
  Score: Raw -710067.575636 + Penalty 2909.512627 = -707158.063009
  nChanged 3
		SP:Iteration 51Q (143209.640000 sec): 3 clusters
  Score: Raw -710069.736021 + Penalty 2909.512627 = -707160.223394
  nChanged 2
		SP:Iteration 52Q (143209.760000 sec): 3 clusters
  Score: Raw -710071.498525 + Penalty 2909.512627 = -707161.985898
  nChanged 3
		SP:Iteration 53Q (143209.880000 sec): 3 clusters
  Score: Raw -710073.422371 + Penalty 2909.512627 = -707163.909744
  nChanged 5
		SP:Iteration 54Q (143210.080000 sec): 3 clusters
  Score: Raw -710075.398930 + Penalty 2909.512627 = -707165.886303
  nChanged 3
		SP:Iteration 55Q (143210.280000 sec): 3 clusters
  Score: Raw -710076.545954 + Penalty 2909.512627 = -707167.033327
  nChanged 2
		SP:Iteration 56Q (143210.480000 sec): 3 clusters
  Score: Raw -710077.689576 + Penalty 2909.512627 = -707168.176950
  nChanged 0
		SP:Iteration 57F (143210.690000 sec): 3 clusters
  Score: Raw -710077.689576 + Penalty 2909.512627 = -707168.176950
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (7106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143210.790000 sec): 2 clusters
  Score: Raw -618877.260549 + Penalty 1441.162901 = -617436.097647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143211.000000 sec): 3 clusters
  Score: Raw -615012.154662 + Penalty 2882.325802 = -612129.828860
  nChanged 2970
		SP:Iteration 1F (143211.200000 sec): 3 clusters
  Score: Raw -616804.655740 + Penalty 2882.325802 = -613922.329938
  nChanged 619
		SP:Iteration 2F (143211.410000 sec): 3 clusters
  Score: Raw -617307.104819 + Penalty 2882.325802 = -614424.779016
  nChanged 589
		SP:Iteration 3F (143211.550000 sec): 3 clusters
  Score: Raw -617778.250667 + Penalty 2882.325802 = -614895.924865
  nChanged 466
		SP:Iteration 4F (143211.660000 sec): 3 clusters
  Score: Raw -618120.768153 + Penalty 2882.325802 = -615238.442351
  nChanged 358
		SP:Iteration 5F (143211.850000 sec): 3 clusters
  Score: Raw -618373.249079 + Penalty 2882.325802 = -615490.923277
  nChanged 290
		SP:Iteration 6Q (143212.050000 sec): 3 clusters
  Score: Raw -618548.446028 + Penalty 2882.325802 = -615666.120225
  nChanged 227
		SP:Iteration 7Q (143212.260000 sec): 3 clusters
  Score: Raw -618701.097876 + Penalty 2882.325802 = -615818.772073
  nChanged 219
		SP:Iteration 8Q (143212.460000 sec): 3 clusters
  Score: Raw -618837.403582 + Penalty 2882.325802 = -615955.077779
  nChanged 174
		SP:Iteration 9Q (143212.600000 sec): 3 clusters
  Score: Raw -618931.847846 + Penalty 2882.325802 = -616049.522044
  nChanged 153
		SP:Iteration 10Q (143212.710000 sec): 3 clusters
  Score: Raw -619027.350212 + Penalty 2882.325802 = -616145.024410
  nChanged 132
		SP:Iteration 11Q (143212.830000 sec): 3 clusters
  Score: Raw -619093.645557 + Penalty 2882.325802 = -616211.319754
  nChanged 91
		SP:Iteration 12Q (143212.950000 sec): 3 clusters
  Score: Raw -619135.267092 + Penalty 2882.325802 = -616252.941290
  nChanged 81
		SP:Iteration 13Q (143213.140000 sec): 3 clusters
  Score: Raw -619177.352660 + Penalty 2882.325802 = -616295.026858
  nChanged 84
		SP:Iteration 14Q (143213.260000 sec): 3 clusters
  Score: Raw -619212.474819 + Penalty 2882.325802 = -616330.149017
  nChanged 68
		SP:Iteration 15Q (143213.370000 sec): 3 clusters
  Score: Raw -619234.885954 + Penalty 2882.325802 = -616352.560151
  nChanged 41
		SP:Iteration 16Q (143213.480000 sec): 3 clusters
  Score: Raw -619250.295083 + Penalty 2882.325802 = -616367.969280
  nChanged 43
		SP:Iteration 17Q (143213.600000 sec): 3 clusters
  Score: Raw -619267.333410 + Penalty 2882.325802 = -616385.007607
  nChanged 37
		SP:Iteration 18Q (143213.720000 sec): 3 clusters
  Score: Raw -619280.396101 + Penalty 2882.325802 = -616398.070299
  nChanged 31
		SP:Iteration 19Q (143213.910000 sec): 3 clusters
  Score: Raw -619289.204408 + Penalty 2882.325802 = -616406.878606
  nChanged 27
		SP:Iteration 20F (143214.120000 sec): 3 clusters
  Score: Raw -619294.948011 + Penalty 2882.325802 = -616412.622209
  nChanged 13
		SP:Iteration 21Q (143214.240000 sec): 3 clusters
  Score: Raw -619300.521313 + Penalty 2882.325802 = -616418.195511
  nChanged 22
		SP:Iteration 22Q (143214.350000 sec): 3 clusters
  Score: Raw -619306.795796 + Penalty 2882.325802 = -616424.469994
  nChanged 13
		SP:Iteration 23Q (143214.570000 sec): 3 clusters
  Score: Raw -619309.694503 + Penalty 2882.325802 = -616427.368701
  nChanged 7
		SP:Iteration 24Q (143214.730000 sec): 3 clusters
  Score: Raw -619311.802492 + Penalty 2882.325802 = -616429.476690
  nChanged 13
		SP:Iteration 25Q (143214.940000 sec): 3 clusters
  Score: Raw -619316.695468 + Penalty 2882.325802 = -616434.369665
  nChanged 14
		SP:Iteration 26Q (143215.150000 sec): 3 clusters
  Score: Raw -619319.505699 + Penalty 2882.325802 = -616437.179896
  nChanged 11
		SP:Iteration 27Q (143215.330000 sec): 3 clusters
  Score: Raw -619321.660112 + Penalty 2882.325802 = -616439.334310
  nChanged 8
		SP:Iteration 28Q (143215.440000 sec): 3 clusters
  Score: Raw -619323.446260 + Penalty 2882.325802 = -616441.120457
  nChanged 6
		SP:Iteration 29Q (143215.630000 sec): 3 clusters
  Score: Raw -619324.609285 + Penalty 2882.325802 = -616442.283482
  nChanged 1
		SP:Iteration 30Q (143215.840000 sec): 3 clusters
  Score: Raw -619324.707729 + Penalty 2882.325802 = -616442.381926
  nChanged 0
		SP:Iteration 31F (143216.040000 sec): 3 clusters
  Score: Raw -619324.707729 + Penalty 2882.325802 = -616442.381926
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143216.150000 sec): 2 clusters
  Score: Raw -293214.814710 + Penalty 1320.415036 = -291894.399675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143216.320000 sec): 3 clusters
  Score: Raw -291560.520727 + Penalty 2640.830071 = -288919.690656
  nChanged 1321
		SP:Iteration 1F (143216.500000 sec): 3 clusters
  Score: Raw -292351.464123 + Penalty 2640.830071 = -289710.634052
  nChanged 295
		SP:Iteration 2F (143216.720000 sec): 3 clusters
  Score: Raw -292590.184684 + Penalty 2640.830071 = -289949.354613
  nChanged 240
		SP:Iteration 3F (143216.870000 sec): 3 clusters
  Score: Raw -292759.165838 + Penalty 2640.830071 = -290118.335766
  nChanged 205
		SP:Iteration 4F (143217.050000 sec): 3 clusters
  Score: Raw -292913.876251 + Penalty 2640.830071 = -290273.046180
  nChanged 175
		SP:Iteration 5F (143217.220000 sec): 3 clusters
  Score: Raw -293038.142574 + Penalty 2640.830071 = -290397.312503
  nChanged 152
		SP:Iteration 6Q (143217.400000 sec): 3 clusters
  Score: Raw -293136.057203 + Penalty 2640.830071 = -290495.227132
  nChanged 120
		SP:Iteration 7Q (143217.580000 sec): 3 clusters
  Score: Raw -293210.273034 + Penalty 2640.830071 = -290569.442963
  nChanged 103
		SP:Iteration 8Q (143217.760000 sec): 3 clusters
  Score: Raw -293272.774070 + Penalty 2640.830071 = -290631.943999
  nChanged 84
		SP:Iteration 9Q (143217.920000 sec): 3 clusters
  Score: Raw -293332.179113 + Penalty 2640.830071 = -290691.349042
  nChanged 81
		SP:Iteration 10Q (143218.000000 sec): 3 clusters
  Score: Raw -293387.114363 + Penalty 2640.830071 = -290746.284291
  nChanged 80
		SP:Iteration 11Q (143218.070000 sec): 3 clusters
  Score: Raw -293449.510353 + Penalty 2640.830071 = -290808.680282
  nChanged 68
		SP:Iteration 12Q (143218.140000 sec): 3 clusters
  Score: Raw -293503.697854 + Penalty 2640.830071 = -290862.867783
  nChanged 73
		SP:Iteration 13Q (143218.210000 sec): 3 clusters
  Score: Raw -293566.404944 + Penalty 2640.830071 = -290925.574872
  nChanged 75
		SP:Iteration 14Q (143218.280000 sec): 3 clusters
  Score: Raw -293637.460161 + Penalty 2640.830071 = -290996.630090
  nChanged 77
		SP:Iteration 15Q (143218.340000 sec): 3 clusters
  Score: Raw -293705.547638 + Penalty 2640.830071 = -291064.717567
  nChanged 75
		SP:Iteration 16Q (143218.400000 sec): 3 clusters
  Score: Raw -293763.588246 + Penalty 2640.830071 = -291122.758175
  nChanged 72
		SP:Iteration 17Q (143218.470000 sec): 3 clusters
  Score: Raw -293811.672805 + Penalty 2640.830071 = -291170.842734
  nChanged 55
		SP:Iteration 18Q (143218.530000 sec): 3 clusters
  Score: Raw -293844.055268 + Penalty 2640.830071 = -291203.225197
  nChanged 41
		SP:Iteration 19Q (143218.590000 sec): 3 clusters
  Score: Raw -293873.796627 + Penalty 2640.830071 = -291232.966556
  nChanged 42
		SP:Iteration 20F (143218.660000 sec): 3 clusters
  Score: Raw -293895.046654 + Penalty 2640.830071 = -291254.216583
  nChanged 31
		SP:Iteration 21Q (143218.730000 sec): 3 clusters
  Score: Raw -293908.966520 + Penalty 2640.830071 = -291268.136449
  nChanged 18
		SP:Iteration 22Q (143218.790000 sec): 3 clusters
  Score: Raw -293919.855703 + Penalty 2640.830071 = -291279.025632
  nChanged 15
		SP:Iteration 23Q (143218.860000 sec): 3 clusters
  Score: Raw -293926.239304 + Penalty 2640.830071 = -291285.409233
  nChanged 10
		SP:Iteration 24Q (143218.920000 sec): 3 clusters
  Score: Raw -293929.382905 + Penalty 2640.830071 = -291288.552833
  nChanged 4
		SP:Iteration 25Q (143218.980000 sec): 3 clusters
  Score: Raw -293930.941595 + Penalty 2640.830071 = -291290.111523
  nChanged 5
		SP:Iteration 26Q (143219.050000 sec): 3 clusters
  Score: Raw -293932.488193 + Penalty 2640.830071 = -291291.658122
  nChanged 2
		SP:Iteration 27Q (143219.110000 sec): 3 clusters
  Score: Raw -293932.796352 + Penalty 2640.830071 = -291291.966281
  nChanged 0
		SP:Iteration 28F (143219.180000 sec): 3 clusters
  Score: Raw -293932.796352 + Penalty 2640.830071 = -291291.966281
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (3111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143219.240000 sec): 2 clusters
  Score: Raw -222942.815524 + Penalty 1306.938668 = -221635.876856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143219.310000 sec): 3 clusters
  Score: Raw -221487.458350 + Penalty 2613.877336 = -218873.581013
  nChanged 1214
		SP:Iteration 1F (143219.370000 sec): 3 clusters
  Score: Raw -222422.830593 + Penalty 2613.877336 = -219808.953256
  nChanged 306
		SP:Iteration 2F (143219.430000 sec): 3 clusters
  Score: Raw -222728.784924 + Penalty 2613.877336 = -220114.907588
  nChanged 242
		SP:Iteration 3F (143219.490000 sec): 3 clusters
  Score: Raw -222954.611203 + Penalty 2613.877336 = -220340.733866
  nChanged 175
		SP:Iteration 4F (143219.560000 sec): 3 clusters
  Score: Raw -223131.284469 + Penalty 2613.877336 = -220517.407133
  nChanged 143
		SP:Iteration 5Q (143219.620000 sec): 3 clusters
  Score: Raw -223261.843357 + Penalty 2613.877336 = -220647.966020
  nChanged 132
		SP:Iteration 6Q (143219.680000 sec): 3 clusters
  Score: Raw -223368.798937 + Penalty 2613.877336 = -220754.921600
  nChanged 94
		SP:Iteration 7Q (143219.740000 sec): 3 clusters
  Score: Raw -223451.550338 + Penalty 2613.877336 = -220837.673001
  nChanged 75
		SP:Iteration 8Q (143219.800000 sec): 3 clusters
  Score: Raw -223508.316515 + Penalty 2613.877336 = -220894.439178
  nChanged 58
		SP:Iteration 9Q (143219.860000 sec): 3 clusters
  Score: Raw -223547.153765 + Penalty 2613.877336 = -220933.276429
  nChanged 56
		SP:Iteration 10Q (143219.930000 sec): 3 clusters
  Score: Raw -223582.483426 + Penalty 2613.877336 = -220968.606089
  nChanged 40
		SP:Iteration 11Q (143220.080000 sec): 3 clusters
  Score: Raw -223606.362577 + Penalty 2613.877336 = -220992.485241
  nChanged 37
		SP:Iteration 12Q (143220.260000 sec): 3 clusters
  Score: Raw -223632.076827 + Penalty 2613.877336 = -221018.199490
  nChanged 33
		SP:Iteration 13Q (143220.430000 sec): 3 clusters
  Score: Raw -223656.874999 + Penalty 2613.877336 = -221042.997662
  nChanged 31
		SP:Iteration 14Q (143220.610000 sec): 3 clusters
  Score: Raw -223673.718553 + Penalty 2613.877336 = -221059.841217
  nChanged 27
		SP:Iteration 15Q (143220.780000 sec): 3 clusters
  Score: Raw -223686.242024 + Penalty 2613.877336 = -221072.364687
  nChanged 16
		SP:Iteration 16Q (143220.960000 sec): 3 clusters
  Score: Raw -223693.404164 + Penalty 2613.877336 = -221079.526828
  nChanged 11
		SP:Iteration 17Q (143221.130000 sec): 3 clusters
  Score: Raw -223699.502859 + Penalty 2613.877336 = -221085.625522
  nChanged 10
		SP:Iteration 18Q (143221.310000 sec): 3 clusters
  Score: Raw -223703.059432 + Penalty 2613.877336 = -221089.182095
  nChanged 10
		SP:Iteration 19Q (143221.480000 sec): 3 clusters
  Score: Raw -223707.074793 + Penalty 2613.877336 = -221093.197456
  nChanged 12
		SP:Iteration 20F (143221.660000 sec): 3 clusters
  Score: Raw -223710.616973 + Penalty 2613.877336 = -221096.739637
  nChanged 9
		SP:Iteration 21Q (143221.840000 sec): 3 clusters
  Score: Raw -223712.904893 + Penalty 2613.877336 = -221099.027557
  nChanged 5
		SP:Iteration 22Q (143222.010000 sec): 3 clusters
  Score: Raw -223714.202403 + Penalty 2613.877336 = -221100.325067
  nChanged 0
		SP:Iteration 23F (143222.190000 sec): 3 clusters
  Score: Raw -223714.202403 + Penalty 2613.877336 = -221100.325067
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (4450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143222.290000 sec): 2 clusters
  Score: Raw -306792.367875 + Penalty 1365.107148 = -305427.260726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143222.460000 sec): 3 clusters
  Score: Raw -304643.286792 + Penalty 2730.214297 = -301913.072495
  nChanged 1768
		SP:Iteration 1F (143222.640000 sec): 3 clusters
  Score: Raw -305958.437993 + Penalty 2730.214297 = -303228.223696
  nChanged 414
		SP:Iteration 2F (143222.820000 sec): 3 clusters
  Score: Raw -306355.960955 + Penalty 2730.214297 = -303625.746658
  nChanged 305
		SP:Iteration 3F (143222.990000 sec): 3 clusters
  Score: Raw -306602.658949 + Penalty 2730.214297 = -303872.444652
  nChanged 258
		SP:Iteration 4F (143223.170000 sec): 3 clusters
  Score: Raw -306790.432887 + Penalty 2730.214297 = -304060.218590
  nChanged 199
		SP:Iteration 5Q (143223.340000 sec): 3 clusters
  Score: Raw -306925.973817 + Penalty 2730.214297 = -304195.759520
  nChanged 147
		SP:Iteration 6Q (143223.430000 sec): 3 clusters
  Score: Raw -307035.647113 + Penalty 2730.214297 = -304305.432816
  nChanged 124
		SP:Iteration 7Q (143223.510000 sec): 3 clusters
  Score: Raw -307124.844169 + Penalty 2730.214297 = -304394.629872
  nChanged 110
		SP:Iteration 8Q (143223.600000 sec): 3 clusters
  Score: Raw -307191.867964 + Penalty 2730.214297 = -304461.653667
  nChanged 104
		SP:Iteration 9Q (143223.680000 sec): 3 clusters
  Score: Raw -307247.003753 + Penalty 2730.214297 = -304516.789456
  nChanged 77
		SP:Iteration 10Q (143223.760000 sec): 3 clusters
  Score: Raw -307284.183284 + Penalty 2730.214297 = -304553.968987
  nChanged 60
		SP:Iteration 11Q (143223.850000 sec): 3 clusters
  Score: Raw -307307.176717 + Penalty 2730.214297 = -304576.962420
  nChanged 51
		SP:Iteration 12Q (143223.930000 sec): 3 clusters
  Score: Raw -307328.289783 + Penalty 2730.214297 = -304598.075486
  nChanged 52
		SP:Iteration 13Q (143224.020000 sec): 3 clusters
  Score: Raw -307345.988299 + Penalty 2730.214297 = -304615.774002
  nChanged 38
		SP:Iteration 14Q (143224.100000 sec): 3 clusters
  Score: Raw -307361.121129 + Penalty 2730.214297 = -304630.906832
  nChanged 34
		SP:Iteration 15Q (143224.180000 sec): 3 clusters
  Score: Raw -307374.290815 + Penalty 2730.214297 = -304644.076518
  nChanged 38
		SP:Iteration 16Q (143224.270000 sec): 3 clusters
  Score: Raw -307389.802801 + Penalty 2730.214297 = -304659.588504
  nChanged 38
		SP:Iteration 17Q (143224.350000 sec): 3 clusters
  Score: Raw -307403.775585 + Penalty 2730.214297 = -304673.561288
  nChanged 30
		SP:Iteration 18Q (143224.440000 sec): 3 clusters
  Score: Raw -307415.429376 + Penalty 2730.214297 = -304685.215079
  nChanged 24
		SP:Iteration 19Q (143224.520000 sec): 3 clusters
  Score: Raw -307424.348158 + Penalty 2730.214297 = -304694.133861
  nChanged 30
		SP:Iteration 20F (143224.600000 sec): 3 clusters
  Score: Raw -307434.984929 + Penalty 2730.214297 = -304704.770632
  nChanged 18
		SP:Iteration 21Q (143224.690000 sec): 3 clusters
  Score: Raw -307440.345709 + Penalty 2730.214297 = -304710.131412
  nChanged 15
		SP:Iteration 22Q (143224.770000 sec): 3 clusters
  Score: Raw -307445.183117 + Penalty 2730.214297 = -304714.968820
  nChanged 18
		SP:Iteration 23Q (143224.860000 sec): 3 clusters
  Score: Raw -307450.172381 + Penalty 2730.214297 = -304719.958084
  nChanged 7
		SP:Iteration 24Q (143224.940000 sec): 3 clusters
  Score: Raw -307452.267298 + Penalty 2730.214297 = -304722.053001
  nChanged 6
		SP:Iteration 25Q (143225.020000 sec): 3 clusters
  Score: Raw -307453.556277 + Penalty 2730.214297 = -304723.341980
  nChanged 5
		SP:Iteration 26Q (143225.110000 sec): 3 clusters
  Score: Raw -307454.417058 + Penalty 2730.214297 = -304724.202761
  nChanged 5
		SP:Iteration 27Q (143225.190000 sec): 3 clusters
  Score: Raw -307455.151867 + Penalty 2730.214297 = -304724.937570
  nChanged 6
		SP:Iteration 28Q (143225.280000 sec): 3 clusters
  Score: Raw -307456.132341 + Penalty 2730.214297 = -304725.918044
  nChanged 6
		SP:Iteration 29Q (143225.440000 sec): 3 clusters
  Score: Raw -307456.921535 + Penalty 2730.214297 = -304726.707238
  nChanged 4
		SP:Iteration 30Q (143225.550000 sec): 3 clusters
  Score: Raw -307458.000049 + Penalty 2730.214297 = -304727.785752
  nChanged 10
		SP:Iteration 31Q (143225.640000 sec): 3 clusters
  Score: Raw -307461.024287 + Penalty 2730.214297 = -304730.809990
  nChanged 12
		SP:Iteration 32Q (143225.720000 sec): 3 clusters
  Score: Raw -307464.190883 + Penalty 2730.214297 = -304733.976586
  nChanged 10
		SP:Iteration 33Q (143225.810000 sec): 3 clusters
  Score: Raw -307466.027762 + Penalty 2730.214297 = -304735.813465
  nChanged 10
		SP:Iteration 34Q (143225.890000 sec): 3 clusters
  Score: Raw -307468.513186 + Penalty 2730.214297 = -304738.298889
  nChanged 11
		SP:Iteration 35Q (143225.980000 sec): 3 clusters
  Score: Raw -307470.697234 + Penalty 2730.214297 = -304740.482937
  nChanged 9
		SP:Iteration 36Q (143226.060000 sec): 3 clusters
  Score: Raw -307473.172170 + Penalty 2730.214297 = -304742.957873
  nChanged 7
		SP:Iteration 37Q (143226.150000 sec): 3 clusters
  Score: Raw -307474.389979 + Penalty 2730.214297 = -304744.175683
  nChanged 5
		SP:Iteration 38Q (143226.240000 sec): 3 clusters
  Score: Raw -307475.562701 + Penalty 2730.214297 = -304745.348404
  nChanged 2
		SP:Iteration 39Q (143226.430000 sec): 3 clusters
  Score: Raw -307475.953492 + Penalty 2730.214297 = -304745.739195
  nChanged 3
		SP:Iteration 40F (143226.610000 sec): 3 clusters
  Score: Raw -307476.883905 + Penalty 2730.214297 = -304746.669608
  nChanged 3
		SP:Iteration 41Q (143226.790000 sec): 3 clusters
  Score: Raw -307477.279321 + Penalty 2730.214297 = -304747.065024
  nChanged 3
		SP:Iteration 42Q (143226.960000 sec): 3 clusters
  Score: Raw -307477.595410 + Penalty 2730.214297 = -304747.381113
  nChanged 0
		SP:Iteration 43F (143227.140000 sec): 3 clusters
  Score: Raw -307477.595410 + Penalty 2730.214297 = -304747.381113
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (1995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143227.220000 sec): 2 clusters
  Score: Raw -185780.586420 + Penalty 1234.739891 = -184545.846529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143227.390000 sec): 3 clusters
  Score: Raw -184932.671205 + Penalty 2469.479782 = -182463.191423
  nChanged 690
		SP:Iteration 1F (143227.560000 sec): 3 clusters
  Score: Raw -185424.552257 + Penalty 2469.479782 = -182955.072475
  nChanged 155
		SP:Iteration 2F (143227.720000 sec): 3 clusters
  Score: Raw -185555.984835 + Penalty 2469.479782 = -183086.505053
  nChanged 93
		SP:Iteration 3Q (143227.890000 sec): 3 clusters
  Score: Raw -185638.583303 + Penalty 2469.479782 = -183169.103521
  nChanged 83
		SP:Iteration 4Q (143228.050000 sec): 3 clusters
  Score: Raw -185706.965442 + Penalty 2469.479782 = -183237.485660
  nChanged 69
		SP:Iteration 5Q (143228.210000 sec): 3 clusters
  Score: Raw -185774.678501 + Penalty 2469.479782 = -183305.198719
  nChanged 67
		SP:Iteration 6Q (143228.380000 sec): 3 clusters
  Score: Raw -185861.850963 + Penalty 2469.479782 = -183392.371181
  nChanged 74
		SP:Iteration 7Q (143228.560000 sec): 3 clusters
  Score: Raw -185952.231421 + Penalty 2469.479782 = -183482.751639
  nChanged 62
		SP:Iteration 8Q (143228.740000 sec): 3 clusters
  Score: Raw -186018.010650 + Penalty 2469.479782 = -183548.530868
  nChanged 56
		SP:Iteration 9Q (143228.900000 sec): 3 clusters
  Score: Raw -186073.593274 + Penalty 2469.479782 = -183604.113492
  nChanged 60
		SP:Iteration 10Q (143228.990000 sec): 3 clusters
  Score: Raw -186129.208803 + Penalty 2469.479782 = -183659.729021
  nChanged 53
		SP:Iteration 11Q (143229.030000 sec): 3 clusters
  Score: Raw -186177.145457 + Penalty 2469.479782 = -183707.665675
  nChanged 40
		SP:Iteration 12Q (143229.070000 sec): 3 clusters
  Score: Raw -186220.467689 + Penalty 2469.479782 = -183750.987907
  nChanged 47
		SP:Iteration 13Q (143229.110000 sec): 3 clusters
  Score: Raw -186257.566857 + Penalty 2469.479782 = -183788.087075
  nChanged 38
		SP:Iteration 14Q (143229.150000 sec): 3 clusters
  Score: Raw -186292.215283 + Penalty 2469.479782 = -183822.735501
  nChanged 51
		SP:Iteration 15Q (143229.190000 sec): 3 clusters
  Score: Raw -186343.535797 + Penalty 2469.479782 = -183874.056015
  nChanged 48
		SP:Iteration 16Q (143229.230000 sec): 3 clusters
  Score: Raw -186401.584277 + Penalty 2469.479782 = -183932.104495
  nChanged 51
		SP:Iteration 17Q (143229.270000 sec): 3 clusters
  Score: Raw -186482.940340 + Penalty 2469.479782 = -184013.460558
  nChanged 49
		SP:Iteration 18Q (143229.310000 sec): 3 clusters
  Score: Raw -186568.731154 + Penalty 2469.479782 = -184099.251372
  nChanged 44
		SP:Iteration 19Q (143229.350000 sec): 3 clusters
  Score: Raw -186650.137518 + Penalty 2469.479782 = -184180.657736
  nChanged 43
		SP:Iteration 20F (143229.390000 sec): 3 clusters
  Score: Raw -186717.378152 + Penalty 2469.479782 = -184247.898370
  nChanged 28
		SP:Iteration 21Q (143229.430000 sec): 3 clusters
  Score: Raw -186763.874911 + Penalty 2469.479782 = -184294.395129
  nChanged 30
		SP:Iteration 22Q (143229.470000 sec): 3 clusters
  Score: Raw -186826.642417 + Penalty 2469.479782 = -184357.162635
  nChanged 29
		SP:Iteration 23Q (143229.510000 sec): 3 clusters
  Score: Raw -186879.332355 + Penalty 2469.479782 = -184409.852573
  nChanged 24
		SP:Iteration 24Q (143229.550000 sec): 3 clusters
  Score: Raw -186915.986790 + Penalty 2469.479782 = -184446.507008
  nChanged 18
		SP:Iteration 25Q (143229.600000 sec): 3 clusters
  Score: Raw -186946.460923 + Penalty 2469.479782 = -184476.981141
  nChanged 20
		SP:Iteration 26Q (143229.640000 sec): 3 clusters
  Score: Raw -186970.365147 + Penalty 2469.479782 = -184500.885365
  nChanged 12
		SP:Iteration 27Q (143229.680000 sec): 3 clusters
  Score: Raw -186984.955116 + Penalty 2469.479782 = -184515.475334
  nChanged 9
		SP:Iteration 28Q (143229.720000 sec): 3 clusters
  Score: Raw -186991.271695 + Penalty 2469.479782 = -184521.791913
  nChanged 4
		SP:Iteration 29Q (143229.760000 sec): 3 clusters
  Score: Raw -186995.191122 + Penalty 2469.479782 = -184525.711340
  nChanged 4
		SP:Iteration 30Q (143229.800000 sec): 3 clusters
  Score: Raw -186996.855130 + Penalty 2469.479782 = -184527.375348
  nChanged 1
		SP:Iteration 31Q (143229.840000 sec): 3 clusters
  Score: Raw -186997.219838 + Penalty 2469.479782 = -184527.740056
  nChanged 0
		SP:Iteration 32F (143229.880000 sec): 3 clusters
  Score: Raw -186997.219838 + Penalty 2469.479782 = -184527.740056
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (6238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143229.970000 sec): 2 clusters
  Score: Raw -568093.869624 + Penalty 1419.992421 = -566673.877203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143230.080000 sec): 3 clusters
  Score: Raw -564745.286239 + Penalty 2839.984842 = -561905.301398
  nChanged 2606
		SP:Iteration 1F (143230.260000 sec): 3 clusters
  Score: Raw -566363.799483 + Penalty 2839.984842 = -563523.814641
  nChanged 513
		SP:Iteration 2F (143230.430000 sec): 3 clusters
  Score: Raw -566701.891218 + Penalty 2839.984842 = -563861.906377
  nChanged 381
		SP:Iteration 3F (143230.640000 sec): 3 clusters
  Score: Raw -566932.203713 + Penalty 2839.984842 = -564092.218871
  nChanged 308
		SP:Iteration 4Q (143230.850000 sec): 3 clusters
  Score: Raw -567111.775066 + Penalty 2839.984842 = -564271.790224
  nChanged 272
		SP:Iteration 5Q (143231.060000 sec): 3 clusters
  Score: Raw -567277.194530 + Penalty 2839.984842 = -564437.209689
  nChanged 233
		SP:Iteration 6Q (143231.270000 sec): 3 clusters
  Score: Raw -567425.352857 + Penalty 2839.984842 = -564585.368015
  nChanged 225
		SP:Iteration 7Q (143231.480000 sec): 3 clusters
  Score: Raw -567570.501245 + Penalty 2839.984842 = -564730.516404
  nChanged 209
		SP:Iteration 8Q (143231.690000 sec): 3 clusters
  Score: Raw -567697.486551 + Penalty 2839.984842 = -564857.501709
  nChanged 177
		SP:Iteration 9Q (143231.900000 sec): 3 clusters
  Score: Raw -567814.044093 + Penalty 2839.984842 = -564974.059252
  nChanged 182
		SP:Iteration 10Q (143232.110000 sec): 3 clusters
  Score: Raw -567928.413957 + Penalty 2839.984842 = -565088.429115
  nChanged 161
		SP:Iteration 11Q (143232.310000 sec): 3 clusters
  Score: Raw -568015.689079 + Penalty 2839.984842 = -565175.704237
  nChanged 136
		SP:Iteration 12Q (143232.530000 sec): 3 clusters
  Score: Raw -568096.746671 + Penalty 2839.984842 = -565256.761829
  nChanged 123
		SP:Iteration 13Q (143232.730000 sec): 3 clusters
  Score: Raw -568177.034011 + Penalty 2839.984842 = -565337.049170
  nChanged 90
		SP:Iteration 14Q (143232.940000 sec): 3 clusters
  Score: Raw -568224.013846 + Penalty 2839.984842 = -565384.029004
  nChanged 84
		SP:Iteration 15Q (143233.150000 sec): 3 clusters
  Score: Raw -568263.369151 + Penalty 2839.984842 = -565423.384310
  nChanged 62
		SP:Iteration 16Q (143233.360000 sec): 3 clusters
  Score: Raw -568292.617506 + Penalty 2839.984842 = -565452.632664
  nChanged 55
		SP:Iteration 17Q (143233.570000 sec): 3 clusters
  Score: Raw -568316.423087 + Penalty 2839.984842 = -565476.438246
  nChanged 52
		SP:Iteration 18Q (143233.780000 sec): 3 clusters
  Score: Raw -568340.047308 + Penalty 2839.984842 = -565500.062466
  nChanged 43
		SP:Iteration 19Q (143233.970000 sec): 3 clusters
  Score: Raw -568359.743913 + Penalty 2839.984842 = -565519.759072
  nChanged 39
		SP:Iteration 20F (143234.150000 sec): 3 clusters
  Score: Raw -568377.389437 + Penalty 2839.984842 = -565537.404595
  nChanged 35
		SP:Iteration 21Q (143234.370000 sec): 3 clusters
  Score: Raw -568395.265854 + Penalty 2839.984842 = -565555.281012
  nChanged 37
		SP:Iteration 22Q (143234.570000 sec): 3 clusters
  Score: Raw -568414.350865 + Penalty 2839.984842 = -565574.366023
  nChanged 38
		SP:Iteration 23Q (143234.780000 sec): 3 clusters
  Score: Raw -568433.484765 + Penalty 2839.984842 = -565593.499923
  nChanged 34
		SP:Iteration 24Q (143234.990000 sec): 3 clusters
  Score: Raw -568452.084066 + Penalty 2839.984842 = -565612.099224
  nChanged 34
		SP:Iteration 25Q (143235.200000 sec): 3 clusters
  Score: Raw -568466.150335 + Penalty 2839.984842 = -565626.165493
  nChanged 21
		SP:Iteration 26Q (143235.410000 sec): 3 clusters
  Score: Raw -568472.401387 + Penalty 2839.984842 = -565632.416546
  nChanged 18
		SP:Iteration 27Q (143235.620000 sec): 3 clusters
  Score: Raw -568480.429612 + Penalty 2839.984842 = -565640.444771
  nChanged 16
		SP:Iteration 28Q (143235.830000 sec): 3 clusters
  Score: Raw -568489.401367 + Penalty 2839.984842 = -565649.416525
  nChanged 18
		SP:Iteration 29Q (143236.040000 sec): 3 clusters
  Score: Raw -568497.023098 + Penalty 2839.984842 = -565657.038257
  nChanged 19
		SP:Iteration 30Q (143236.250000 sec): 3 clusters
  Score: Raw -568506.310673 + Penalty 2839.984842 = -565666.325831
  nChanged 15
		SP:Iteration 31Q (143236.460000 sec): 3 clusters
  Score: Raw -568513.742849 + Penalty 2839.984842 = -565673.758008
  nChanged 15
		SP:Iteration 32Q (143236.670000 sec): 3 clusters
  Score: Raw -568520.061661 + Penalty 2839.984842 = -565680.076819
  nChanged 15
		SP:Iteration 33Q (143236.830000 sec): 3 clusters
  Score: Raw -568525.927946 + Penalty 2839.984842 = -565685.943104
  nChanged 20
		SP:Iteration 34Q (143237.070000 sec): 3 clusters
  Score: Raw -568533.765123 + Penalty 2839.984842 = -565693.780282
  nChanged 22
		SP:Iteration 35Q (143237.250000 sec): 3 clusters
  Score: Raw -568549.270824 + Penalty 2839.984842 = -565709.285983
  nChanged 14
		SP:Iteration 36Q (143237.450000 sec): 3 clusters
  Score: Raw -568555.960452 + Penalty 2839.984842 = -565715.975610
  nChanged 15
		SP:Iteration 37Q (143237.650000 sec): 3 clusters
  Score: Raw -568562.306084 + Penalty 2839.984842 = -565722.321242
  nChanged 6
		SP:Iteration 38Q (143237.850000 sec): 3 clusters
  Score: Raw -568563.662654 + Penalty 2839.984842 = -565723.677813
  nChanged 7
		SP:Iteration 39Q (143238.050000 sec): 3 clusters
  Score: Raw -568565.796240 + Penalty 2839.984842 = -565725.811399
  nChanged 6
		SP:Iteration 40F (143238.240000 sec): 3 clusters
  Score: Raw -568568.367041 + Penalty 2839.984842 = -565728.382200
  nChanged 8
		SP:Iteration 41Q (143238.440000 sec): 3 clusters
  Score: Raw -568571.952849 + Penalty 2839.984842 = -565731.968007
  nChanged 5
		SP:Iteration 42Q (143238.640000 sec): 3 clusters
  Score: Raw -568573.555889 + Penalty 2839.984842 = -565733.571047
  nChanged 5
		SP:Iteration 43Q (143238.850000 sec): 3 clusters
  Score: Raw -568575.274272 + Penalty 2839.984842 = -565735.289430
  nChanged 4
		SP:Iteration 44Q (143239.060000 sec): 3 clusters
  Score: Raw -568576.228960 + Penalty 2839.984842 = -565736.244118
  nChanged 1
		SP:Iteration 45Q (143239.270000 sec): 3 clusters
  Score: Raw -568576.381419 + Penalty 2839.984842 = -565736.396578
  nChanged 0
		SP:Iteration 46F (143239.490000 sec): 3 clusters
  Score: Raw -568576.381419 + Penalty 2839.984842 = -565736.396578
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (1938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143239.550000 sec): 2 clusters
  Score: Raw -162432.063450 + Penalty 1230.029416 = -161202.034034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143239.590000 sec): 3 clusters
  Score: Raw -161657.088405 + Penalty 2460.058833 = -159197.029573
  nChanged 673
		SP:Iteration 1F (143239.630000 sec): 3 clusters
  Score: Raw -162235.048357 + Penalty 2460.058833 = -159774.989524
  nChanged 171
		SP:Iteration 2F (143239.670000 sec): 3 clusters
  Score: Raw -162402.238481 + Penalty 2460.058833 = -159942.179648
  nChanged 111
		SP:Iteration 3F (143239.710000 sec): 3 clusters
  Score: Raw -162515.601564 + Penalty 2460.058833 = -160055.542731
  nChanged 83
		SP:Iteration 4Q (143239.750000 sec): 3 clusters
  Score: Raw -162584.039498 + Penalty 2460.058833 = -160123.980665
  nChanged 57
		SP:Iteration 5Q (143239.790000 sec): 3 clusters
  Score: Raw -162625.170951 + Penalty 2460.058833 = -160165.112119
  nChanged 39
		SP:Iteration 6Q (143239.830000 sec): 3 clusters
  Score: Raw -162654.256516 + Penalty 2460.058833 = -160194.197684
  nChanged 30
		SP:Iteration 7Q (143239.870000 sec): 3 clusters
  Score: Raw -162675.981440 + Penalty 2460.058833 = -160215.922608
  nChanged 28
		SP:Iteration 8Q (143239.910000 sec): 3 clusters
  Score: Raw -162697.693664 + Penalty 2460.058833 = -160237.634832
  nChanged 30
		SP:Iteration 9Q (143239.950000 sec): 3 clusters
  Score: Raw -162716.732877 + Penalty 2460.058833 = -160256.674044
  nChanged 25
		SP:Iteration 10Q (143239.990000 sec): 3 clusters
  Score: Raw -162729.732519 + Penalty 2460.058833 = -160269.673687
  nChanged 12
		SP:Iteration 11Q (143240.030000 sec): 3 clusters
  Score: Raw -162741.415835 + Penalty 2460.058833 = -160281.357002
  nChanged 22
		SP:Iteration 12Q (143240.060000 sec): 3 clusters
  Score: Raw -162757.561653 + Penalty 2460.058833 = -160297.502820
  nChanged 13
		SP:Iteration 13Q (143240.100000 sec): 3 clusters
  Score: Raw -162764.922752 + Penalty 2460.058833 = -160304.863919
  nChanged 16
		SP:Iteration 14Q (143240.140000 sec): 3 clusters
  Score: Raw -162775.153942 + Penalty 2460.058833 = -160315.095110
  nChanged 20
		SP:Iteration 15Q (143240.180000 sec): 3 clusters
  Score: Raw -162789.607091 + Penalty 2460.058833 = -160329.548259
  nChanged 25
		SP:Iteration 16Q (143240.220000 sec): 3 clusters
  Score: Raw -162807.741959 + Penalty 2460.058833 = -160347.683127
  nChanged 24
		SP:Iteration 17Q (143240.260000 sec): 3 clusters
  Score: Raw -162829.817893 + Penalty 2460.058833 = -160369.759061
  nChanged 32
		SP:Iteration 18Q (143240.300000 sec): 3 clusters
  Score: Raw -162855.152850 + Penalty 2460.058833 = -160395.094018
  nChanged 30
		SP:Iteration 19Q (143240.340000 sec): 3 clusters
  Score: Raw -162872.656908 + Penalty 2460.058833 = -160412.598075
  nChanged 21
		SP:Iteration 20F (143240.380000 sec): 3 clusters
  Score: Raw -162887.222521 + Penalty 2460.058833 = -160427.163688
  nChanged 20
		SP:Iteration 21Q (143240.420000 sec): 3 clusters
  Score: Raw -162907.503050 + Penalty 2460.058833 = -160447.444218
  nChanged 23
		SP:Iteration 22Q (143240.460000 sec): 3 clusters
  Score: Raw -162928.361526 + Penalty 2460.058833 = -160468.302693
  nChanged 30
		SP:Iteration 23Q (143240.500000 sec): 3 clusters
  Score: Raw -162948.178427 + Penalty 2460.058833 = -160488.119594
  nChanged 21
		SP:Iteration 24Q (143240.540000 sec): 3 clusters
  Score: Raw -162964.256269 + Penalty 2460.058833 = -160504.197436
  nChanged 23
		SP:Iteration 25Q (143240.580000 sec): 3 clusters
  Score: Raw -162984.342910 + Penalty 2460.058833 = -160524.284077
  nChanged 27
		SP:Iteration 26Q (143240.620000 sec): 3 clusters
  Score: Raw -163001.039786 + Penalty 2460.058833 = -160540.980953
  nChanged 23
		SP:Iteration 27Q (143240.660000 sec): 3 clusters
  Score: Raw -163015.482073 + Penalty 2460.058833 = -160555.423240
  nChanged 11
		SP:Iteration 28Q (143240.700000 sec): 3 clusters
  Score: Raw -163022.638834 + Penalty 2460.058833 = -160562.580001
  nChanged 6
		SP:Iteration 29Q (143240.740000 sec): 3 clusters
  Score: Raw -163026.350990 + Penalty 2460.058833 = -160566.292157
  nChanged 3
		SP:Iteration 30Q (143240.780000 sec): 3 clusters
  Score: Raw -163027.972539 + Penalty 2460.058833 = -160567.913707
  nChanged 3
		SP:Iteration 31Q (143240.820000 sec): 3 clusters
  Score: Raw -163029.166536 + Penalty 2460.058833 = -160569.107704
  nChanged 0
		SP:Iteration 32F (143240.860000 sec): 3 clusters
  Score: Raw -163029.166536 + Penalty 2460.058833 = -160569.107704
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (7448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143241.010000 sec): 2 clusters
  Score: Raw -682669.606569 + Penalty 1448.801383 = -681220.805186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143241.210000 sec): 3 clusters
  Score: Raw -678590.409310 + Penalty 2897.602766 = -675692.806544
  nChanged 3197
		SP:Iteration 1F (143241.360000 sec): 3 clusters
  Score: Raw -680843.325101 + Penalty 2897.602766 = -677945.722334
  nChanged 730
		SP:Iteration 2F (143241.490000 sec): 3 clusters
  Score: Raw -681417.825025 + Penalty 2897.602766 = -678520.222259
  nChanged 562
		SP:Iteration 3F (143241.710000 sec): 3 clusters
  Score: Raw -681865.813519 + Penalty 2897.602766 = -678968.210753
  nChanged 455
		SP:Iteration 4F (143241.910000 sec): 3 clusters
  Score: Raw -682179.365588 + Penalty 2897.602766 = -679281.762822
  nChanged 372
		SP:Iteration 5Q (143242.110000 sec): 3 clusters
  Score: Raw -682415.519479 + Penalty 2897.602766 = -679517.916713
  nChanged 299
		SP:Iteration 6Q (143242.310000 sec): 3 clusters
  Score: Raw -682609.257202 + Penalty 2897.602766 = -679711.654436
  nChanged 261
		SP:Iteration 7Q (143242.510000 sec): 3 clusters
  Score: Raw -682823.599411 + Penalty 2897.602766 = -679925.996645
  nChanged 239
		SP:Iteration 8Q (143242.710000 sec): 3 clusters
  Score: Raw -682983.983724 + Penalty 2897.602766 = -680086.380958
  nChanged 195
		SP:Iteration 9Q (143242.910000 sec): 3 clusters
  Score: Raw -683062.532488 + Penalty 2897.602766 = -680164.929722
  nChanged 140
		SP:Iteration 10Q (143243.110000 sec): 3 clusters
  Score: Raw -683110.331605 + Penalty 2897.602766 = -680212.728839
  nChanged 104
		SP:Iteration 11Q (143243.310000 sec): 3 clusters
  Score: Raw -683143.973550 + Penalty 2897.602766 = -680246.370784
  nChanged 96
		SP:Iteration 12Q (143243.510000 sec): 3 clusters
  Score: Raw -683167.646839 + Penalty 2897.602766 = -680270.044073
  nChanged 60
		SP:Iteration 13Q (143243.720000 sec): 3 clusters
  Score: Raw -683185.649634 + Penalty 2897.602766 = -680288.046868
  nChanged 65
		SP:Iteration 14Q (143243.920000 sec): 3 clusters
  Score: Raw -683201.986187 + Penalty 2897.602766 = -680304.383420
  nChanged 54
		SP:Iteration 15Q (143244.110000 sec): 3 clusters
  Score: Raw -683216.329256 + Penalty 2897.602766 = -680318.726490
  nChanged 58
		SP:Iteration 16Q (143244.320000 sec): 3 clusters
  Score: Raw -683229.261394 + Penalty 2897.602766 = -680331.658628
  nChanged 48
		SP:Iteration 17Q (143244.520000 sec): 3 clusters
  Score: Raw -683239.978341 + Penalty 2897.602766 = -680342.375575
  nChanged 39
		SP:Iteration 18Q (143244.720000 sec): 3 clusters
  Score: Raw -683252.787510 + Penalty 2897.602766 = -680355.184744
  nChanged 34
		SP:Iteration 19Q (143244.920000 sec): 3 clusters
  Score: Raw -683263.395096 + Penalty 2897.602766 = -680365.792330
  nChanged 25
		SP:Iteration 20F (143245.150000 sec): 3 clusters
  Score: Raw -683270.191758 + Penalty 2897.602766 = -680372.588992
  nChanged 31
		SP:Iteration 21Q (143245.280000 sec): 3 clusters
  Score: Raw -683276.768372 + Penalty 2897.602766 = -680379.165605
  nChanged 23
		SP:Iteration 22Q (143245.480000 sec): 3 clusters
  Score: Raw -683280.657994 + Penalty 2897.602766 = -680383.055227
  nChanged 28
		SP:Iteration 23Q (143245.690000 sec): 3 clusters
  Score: Raw -683284.731036 + Penalty 2897.602766 = -680387.128270
  nChanged 20
		SP:Iteration 24Q (143245.890000 sec): 3 clusters
  Score: Raw -683289.035405 + Penalty 2897.602766 = -680391.432639
  nChanged 20
		SP:Iteration 25Q (143246.090000 sec): 3 clusters
  Score: Raw -683291.980724 + Penalty 2897.602766 = -680394.377958
  nChanged 14
		SP:Iteration 26Q (143246.280000 sec): 3 clusters
  Score: Raw -683293.588977 + Penalty 2897.602766 = -680395.986210
  nChanged 6
		SP:Iteration 27Q (143246.400000 sec): 3 clusters
  Score: Raw -683294.129121 + Penalty 2897.602766 = -680396.526354
  nChanged 3
		SP:Iteration 28Q (143246.600000 sec): 3 clusters
  Score: Raw -683294.240701 + Penalty 2897.602766 = -680396.637935
  nChanged 1
		SP:Iteration 29Q (143246.800000 sec): 3 clusters
  Score: Raw -683294.358160 + Penalty 2897.602766 = -680396.755394
  nChanged 0
		SP:Iteration 30F (143247.010000 sec): 3 clusters
  Score: Raw -683294.358160 + Penalty 2897.602766 = -680396.755394
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143247.110000 sec): 2 clusters
  Score: Raw -232519.546744 + Penalty 1295.805659 = -231223.741085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143247.290000 sec): 3 clusters
  Score: Raw -231251.214857 + Penalty 2591.611318 = -228659.603540
  nChanged 1081
		SP:Iteration 1F (143247.460000 sec): 3 clusters
  Score: Raw -231997.706085 + Penalty 2591.611318 = -229406.094768
  nChanged 264
		SP:Iteration 2F (143247.640000 sec): 3 clusters
  Score: Raw -232237.211760 + Penalty 2591.611318 = -229645.600442
  nChanged 194
		SP:Iteration 3F (143247.820000 sec): 3 clusters
  Score: Raw -232443.603501 + Penalty 2591.611318 = -229851.992184
  nChanged 169
		SP:Iteration 4F (143247.990000 sec): 3 clusters
  Score: Raw -232636.625485 + Penalty 2591.611318 = -230045.014168
  nChanged 159
		SP:Iteration 5F (143248.170000 sec): 3 clusters
  Score: Raw -232876.668935 + Penalty 2591.611318 = -230285.057617
  nChanged 173
		SP:Iteration 6F (143248.340000 sec): 3 clusters
  Score: Raw -233096.281209 + Penalty 2591.611318 = -230504.669892
  nChanged 148
		SP:Iteration 7F (143248.520000 sec): 3 clusters
  Score: Raw -233259.474299 + Penalty 2591.611318 = -230667.862982
  nChanged 103
		SP:Iteration 8Q (143248.700000 sec): 3 clusters
  Score: Raw -233354.623204 + Penalty 2591.611318 = -230763.011887
  nChanged 79
		SP:Iteration 9Q (143248.870000 sec): 3 clusters
  Score: Raw -233419.028676 + Penalty 2591.611318 = -230827.417358
  nChanged 52
		SP:Iteration 10Q (143249.050000 sec): 3 clusters
  Score: Raw -233461.131461 + Penalty 2591.611318 = -230869.520143
  nChanged 47
		SP:Iteration 11Q (143249.220000 sec): 3 clusters
  Score: Raw -233494.959352 + Penalty 2591.611318 = -230903.348034
  nChanged 36
		SP:Iteration 12Q (143249.400000 sec): 3 clusters
  Score: Raw -233515.967252 + Penalty 2591.611318 = -230924.355934
  nChanged 32
		SP:Iteration 13Q (143249.580000 sec): 3 clusters
  Score: Raw -233537.713271 + Penalty 2591.611318 = -230946.101953
  nChanged 25
		SP:Iteration 14Q (143249.740000 sec): 3 clusters
  Score: Raw -233556.426413 + Penalty 2591.611318 = -230964.815095
  nChanged 20
		SP:Iteration 15Q (143249.900000 sec): 3 clusters
  Score: Raw -233568.520139 + Penalty 2591.611318 = -230976.908822
  nChanged 15
		SP:Iteration 16Q (143250.060000 sec): 3 clusters
  Score: Raw -233577.674209 + Penalty 2591.611318 = -230986.062892
  nChanged 13
		SP:Iteration 17Q (143250.230000 sec): 3 clusters
  Score: Raw -233581.457098 + Penalty 2591.611318 = -230989.845780
  nChanged 7
		SP:Iteration 18Q (143250.390000 sec): 3 clusters
  Score: Raw -233584.590200 + Penalty 2591.611318 = -230992.978883
  nChanged 7
		SP:Iteration 19Q (143250.560000 sec): 3 clusters
  Score: Raw -233586.663235 + Penalty 2591.611318 = -230995.051917
  nChanged 4
		SP:Iteration 20F (143250.720000 sec): 3 clusters
  Score: Raw -233588.204714 + Penalty 2591.611318 = -230996.593397
  nChanged 5
		SP:Iteration 21Q (143250.880000 sec): 3 clusters
  Score: Raw -233590.548453 + Penalty 2591.611318 = -230998.937136
  nChanged 6
		SP:Iteration 22Q (143251.040000 sec): 3 clusters
  Score: Raw -233592.559793 + Penalty 2591.611318 = -231000.948476
  nChanged 1
		SP:Iteration 23Q (143251.210000 sec): 3 clusters
  Score: Raw -233593.062449 + Penalty 2591.611318 = -231001.451131
  nChanged 0
		SP:Iteration 24F (143251.370000 sec): 3 clusters
  Score: Raw -233593.062449 + Penalty 2591.611318 = -231001.451131
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (2776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143251.450000 sec): 2 clusters
  Score: Raw -235012.974660 + Penalty 1288.424527 = -233724.550132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143251.620000 sec): 3 clusters
  Score: Raw -233758.533386 + Penalty 2576.849055 = -231181.684331
  nChanged 1015
		SP:Iteration 1F (143251.800000 sec): 3 clusters
  Score: Raw -234535.721384 + Penalty 2576.849055 = -231958.872329
  nChanged 297
		SP:Iteration 2F (143251.980000 sec): 3 clusters
  Score: Raw -234884.065848 + Penalty 2576.849055 = -232307.216793
  nChanged 234
		SP:Iteration 3F (143252.150000 sec): 3 clusters
  Score: Raw -235192.457231 + Penalty 2576.849055 = -232615.608176
  nChanged 190
		SP:Iteration 4F (143252.330000 sec): 3 clusters
  Score: Raw -235390.477548 + Penalty 2576.849055 = -232813.628493
  nChanged 140
		SP:Iteration 5F (143252.500000 sec): 3 clusters
  Score: Raw -235508.942878 + Penalty 2576.849055 = -232932.093823
  nChanged 92
		SP:Iteration 6Q (143252.680000 sec): 3 clusters
  Score: Raw -235571.069662 + Penalty 2576.849055 = -232994.220608
  nChanged 47
		SP:Iteration 7Q (143252.860000 sec): 3 clusters
  Score: Raw -235601.908784 + Penalty 2576.849055 = -233025.059729
  nChanged 33
		SP:Iteration 8Q (143253.030000 sec): 3 clusters
  Score: Raw -235625.459728 + Penalty 2576.849055 = -233048.610673
  nChanged 29
		SP:Iteration 9Q (143253.200000 sec): 3 clusters
  Score: Raw -235642.448363 + Penalty 2576.849055 = -233065.599308
  nChanged 19
		SP:Iteration 10Q (143253.380000 sec): 3 clusters
  Score: Raw -235652.170972 + Penalty 2576.849055 = -233075.321918
  nChanged 12
		SP:Iteration 11Q (143253.560000 sec): 3 clusters
  Score: Raw -235658.869994 + Penalty 2576.849055 = -233082.020940
  nChanged 14
		SP:Iteration 12Q (143253.730000 sec): 3 clusters
  Score: Raw -235667.754938 + Penalty 2576.849055 = -233090.905883
  nChanged 16
		SP:Iteration 13Q (143253.910000 sec): 3 clusters
  Score: Raw -235677.163230 + Penalty 2576.849055 = -233100.314176
  nChanged 18
		SP:Iteration 14Q (143254.080000 sec): 3 clusters
  Score: Raw -235684.501515 + Penalty 2576.849055 = -233107.652461
  nChanged 8
		SP:Iteration 15Q (143254.260000 sec): 3 clusters
  Score: Raw -235687.755715 + Penalty 2576.849055 = -233110.906661
  nChanged 7
		SP:Iteration 16Q (143254.440000 sec): 3 clusters
  Score: Raw -235690.759454 + Penalty 2576.849055 = -233113.910399
  nChanged 6
		SP:Iteration 17Q (143254.610000 sec): 3 clusters
  Score: Raw -235693.756780 + Penalty 2576.849055 = -233116.907725
  nChanged 7
		SP:Iteration 18Q (143254.790000 sec): 3 clusters
  Score: Raw -235697.366793 + Penalty 2576.849055 = -233120.517739
  nChanged 8
		SP:Iteration 19Q (143254.960000 sec): 3 clusters
  Score: Raw -235699.561895 + Penalty 2576.849055 = -233122.712841
  nChanged 6
		SP:Iteration 20F (143255.140000 sec): 3 clusters
  Score: Raw -235701.976232 + Penalty 2576.849055 = -233125.127178
  nChanged 5
		SP:Iteration 21Q (143255.320000 sec): 3 clusters
  Score: Raw -235703.268990 + Penalty 2576.849055 = -233126.419935
  nChanged 3
		SP:Iteration 22Q (143255.490000 sec): 3 clusters
  Score: Raw -235704.586700 + Penalty 2576.849055 = -233127.737646
  nChanged 2
		SP:Iteration 23Q (143255.670000 sec): 3 clusters
  Score: Raw -235705.882344 + Penalty 2576.849055 = -233129.033290
  nChanged 3
		SP:Iteration 24Q (143255.840000 sec): 3 clusters
  Score: Raw -235707.015715 + Penalty 2576.849055 = -233130.166660
  nChanged 2
		SP:Iteration 25Q (143256.020000 sec): 3 clusters
  Score: Raw -235707.651274 + Penalty 2576.849055 = -233130.802220
  nChanged 4
		SP:Iteration 26Q (143256.200000 sec): 3 clusters
  Score: Raw -235708.540019 + Penalty 2576.849055 = -233131.690964
  nChanged 3
		SP:Iteration 27Q (143256.360000 sec): 3 clusters
  Score: Raw -235709.402902 + Penalty 2576.849055 = -233132.553848
  nChanged 3
		SP:Iteration 28Q (143256.550000 sec): 3 clusters
  Score: Raw -235710.132978 + Penalty 2576.849055 = -233133.283923
  nChanged 2
		SP:Iteration 29Q (143256.720000 sec): 3 clusters
  Score: Raw -235710.960579 + Penalty 2576.849055 = -233134.111525
  nChanged 2
		SP:Iteration 30Q (143256.900000 sec): 3 clusters
  Score: Raw -235711.481129 + Penalty 2576.849055 = -233134.632075
  nChanged 3
		SP:Iteration 31Q (143257.080000 sec): 3 clusters
  Score: Raw -235712.077208 + Penalty 2576.849055 = -233135.228154
  nChanged 3
		SP:Iteration 32Q (143257.250000 sec): 3 clusters
  Score: Raw -235712.408253 + Penalty 2576.849055 = -233135.559198
  nChanged 0
		SP:Iteration 33F (143257.430000 sec): 3 clusters
  Score: Raw -235712.408253 + Penalty 2576.849055 = -233135.559198
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (6258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143257.540000 sec): 2 clusters
  Score: Raw -498314.373888 + Penalty 1420.512588 = -496893.861300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143257.750000 sec): 3 clusters
  Score: Raw -495017.541109 + Penalty 2841.025175 = -492176.515934
  nChanged 2579
		SP:Iteration 1F (143257.910000 sec): 3 clusters
  Score: Raw -496768.184530 + Penalty 2841.025175 = -493927.159355
  nChanged 618
		SP:Iteration 2F (143258.080000 sec): 3 clusters
  Score: Raw -497273.690130 + Penalty 2841.025175 = -494432.664955
  nChanged 490
		SP:Iteration 3F (143258.240000 sec): 3 clusters
  Score: Raw -497649.779490 + Penalty 2841.025175 = -494808.754315
  nChanged 383
		SP:Iteration 4F (143258.410000 sec): 3 clusters
  Score: Raw -497920.593302 + Penalty 2841.025175 = -495079.568126
  nChanged 286
		SP:Iteration 5Q (143258.620000 sec): 3 clusters
  Score: Raw -498069.736877 + Penalty 2841.025175 = -495228.711702
  nChanged 198
		SP:Iteration 6Q (143258.780000 sec): 3 clusters
  Score: Raw -498153.357255 + Penalty 2841.025175 = -495312.332080
  nChanged 156
		SP:Iteration 7Q (143258.950000 sec): 3 clusters
  Score: Raw -498222.031035 + Penalty 2841.025175 = -495381.005860
  nChanged 139
		SP:Iteration 8Q (143259.120000 sec): 3 clusters
  Score: Raw -498282.735589 + Penalty 2841.025175 = -495441.710414
  nChanged 112
		SP:Iteration 9Q (143259.280000 sec): 3 clusters
  Score: Raw -498329.172900 + Penalty 2841.025175 = -495488.147725
  nChanged 102
		SP:Iteration 10Q (143259.450000 sec): 3 clusters
  Score: Raw -498366.809068 + Penalty 2841.025175 = -495525.783893
  nChanged 81
		SP:Iteration 11Q (143259.620000 sec): 3 clusters
  Score: Raw -498391.988431 + Penalty 2841.025175 = -495550.963255
  nChanged 72
		SP:Iteration 12Q (143259.780000 sec): 3 clusters
  Score: Raw -498413.208821 + Penalty 2841.025175 = -495572.183646
  nChanged 48
		SP:Iteration 13Q (143259.940000 sec): 3 clusters
  Score: Raw -498424.694688 + Penalty 2841.025175 = -495583.669512
  nChanged 38
		SP:Iteration 14Q (143260.110000 sec): 3 clusters
  Score: Raw -498435.066408 + Penalty 2841.025175 = -495594.041232
  nChanged 42
		SP:Iteration 15Q (143260.280000 sec): 3 clusters
  Score: Raw -498445.753505 + Penalty 2841.025175 = -495604.728330
  nChanged 45
		SP:Iteration 16Q (143260.440000 sec): 3 clusters
  Score: Raw -498458.032777 + Penalty 2841.025175 = -495617.007602
  nChanged 42
		SP:Iteration 17Q (143260.610000 sec): 3 clusters
  Score: Raw -498468.872427 + Penalty 2841.025175 = -495627.847252
  nChanged 49
		SP:Iteration 18Q (143260.780000 sec): 3 clusters
  Score: Raw -498481.092172 + Penalty 2841.025175 = -495640.066997
  nChanged 51
		SP:Iteration 19Q (143260.940000 sec): 3 clusters
  Score: Raw -498494.650062 + Penalty 2841.025175 = -495653.624886
  nChanged 50
		SP:Iteration 20F (143261.140000 sec): 3 clusters
  Score: Raw -498508.779811 + Penalty 2841.025175 = -495667.754636
  nChanged 44
		SP:Iteration 21Q (143261.240000 sec): 3 clusters
  Score: Raw -498521.659934 + Penalty 2841.025175 = -495680.634758
  nChanged 43
		SP:Iteration 22Q (143261.350000 sec): 3 clusters
  Score: Raw -498535.907288 + Penalty 2841.025175 = -495694.882113
  nChanged 54
		SP:Iteration 23Q (143261.460000 sec): 3 clusters
  Score: Raw -498561.192370 + Penalty 2841.025175 = -495720.167195
  nChanged 66
		SP:Iteration 24Q (143261.570000 sec): 3 clusters
  Score: Raw -498588.440118 + Penalty 2841.025175 = -495747.414943
  nChanged 74
		SP:Iteration 25Q (143261.680000 sec): 3 clusters
  Score: Raw -498620.705729 + Penalty 2841.025175 = -495779.680554
  nChanged 64
		SP:Iteration 26Q (143261.900000 sec): 3 clusters
  Score: Raw -498647.797736 + Penalty 2841.025175 = -495806.772561
  nChanged 69
		SP:Iteration 27Q (143262.070000 sec): 3 clusters
  Score: Raw -498675.647354 + Penalty 2841.025175 = -495834.622179
  nChanged 72
		SP:Iteration 28Q (143262.220000 sec): 3 clusters
  Score: Raw -498704.407035 + Penalty 2841.025175 = -495863.381859
  nChanged 65
		SP:Iteration 29Q (143262.380000 sec): 3 clusters
  Score: Raw -498726.972421 + Penalty 2841.025175 = -495885.947245
  nChanged 61
		SP:Iteration 30Q (143262.550000 sec): 3 clusters
  Score: Raw -498744.850135 + Penalty 2841.025175 = -495903.824960
  nChanged 52
		SP:Iteration 31Q (143262.710000 sec): 3 clusters
  Score: Raw -498762.225307 + Penalty 2841.025175 = -495921.200132
  nChanged 46
		SP:Iteration 32Q (143262.880000 sec): 3 clusters
  Score: Raw -498776.554470 + Penalty 2841.025175 = -495935.529295
  nChanged 52
		SP:Iteration 33Q (143263.040000 sec): 3 clusters
  Score: Raw -498790.397956 + Penalty 2841.025175 = -495949.372781
  nChanged 56
		SP:Iteration 34Q (143263.210000 sec): 3 clusters
  Score: Raw -498806.559647 + Penalty 2841.025175 = -495965.534472
  nChanged 50
		SP:Iteration 35Q (143263.370000 sec): 3 clusters
  Score: Raw -498818.469912 + Penalty 2841.025175 = -495977.444737
  nChanged 36
		SP:Iteration 36Q (143263.540000 sec): 3 clusters
  Score: Raw -498827.779415 + Penalty 2841.025175 = -495986.754239
  nChanged 41
		SP:Iteration 37Q (143263.700000 sec): 3 clusters
  Score: Raw -498839.722125 + Penalty 2841.025175 = -495998.696950
  nChanged 49
		SP:Iteration 38Q (143263.910000 sec): 3 clusters
  Score: Raw -498855.904345 + Penalty 2841.025175 = -496014.879170
  nChanged 52
		SP:Iteration 39Q (143264.080000 sec): 3 clusters
  Score: Raw -498875.877279 + Penalty 2841.025175 = -496034.852104
  nChanged 52
		SP:Iteration 40F (143264.240000 sec): 3 clusters
  Score: Raw -498899.430647 + Penalty 2841.025175 = -496058.405471
  nChanged 67
		SP:Iteration 41Q (143264.410000 sec): 3 clusters
  Score: Raw -498926.862972 + Penalty 2841.025175 = -496085.837797
  nChanged 62
		SP:Iteration 42Q (143264.580000 sec): 3 clusters
  Score: Raw -498952.195119 + Penalty 2841.025175 = -496111.169943
  nChanged 63
		SP:Iteration 43Q (143264.680000 sec): 3 clusters
  Score: Raw -498976.439619 + Penalty 2841.025175 = -496135.414444
  nChanged 70
		SP:Iteration 44Q (143264.870000 sec): 3 clusters
  Score: Raw -499006.366920 + Penalty 2841.025175 = -496165.341744
  nChanged 63
		SP:Iteration 45Q (143265.080000 sec): 3 clusters
  Score: Raw -499029.707155 + Penalty 2841.025175 = -496188.681979
  nChanged 59
		SP:Iteration 46Q (143265.250000 sec): 3 clusters
  Score: Raw -499047.917181 + Penalty 2841.025175 = -496206.892005
  nChanged 43
		SP:Iteration 47Q (143265.420000 sec): 3 clusters
  Score: Raw -499059.543052 + Penalty 2841.025175 = -496218.517877
  nChanged 35
		SP:Iteration 48Q (143265.650000 sec): 3 clusters
  Score: Raw -499070.152794 + Penalty 2841.025175 = -496229.127619
  nChanged 45
		SP:Iteration 49Q (143265.810000 sec): 3 clusters
  Score: Raw -499086.501367 + Penalty 2841.025175 = -496245.476192
  nChanged 51
		SP:Iteration 50Q (143265.980000 sec): 3 clusters
  Score: Raw -499108.285707 + Penalty 2841.025175 = -496267.260531
  nChanged 40
		SP:Iteration 51Q (143266.150000 sec): 3 clusters
  Score: Raw -499120.501357 + Penalty 2841.025175 = -496279.476181
  nChanged 26
		SP:Iteration 52Q (143266.310000 sec): 3 clusters
  Score: Raw -499127.287038 + Penalty 2841.025175 = -496286.261862
  nChanged 22
		SP:Iteration 53Q (143266.480000 sec): 3 clusters
  Score: Raw -499132.324209 + Penalty 2841.025175 = -496291.299034
  nChanged 11
		SP:Iteration 54Q (143266.650000 sec): 3 clusters
  Score: Raw -499135.333827 + Penalty 2841.025175 = -496294.308651
  nChanged 15
		SP:Iteration 55Q (143266.810000 sec): 3 clusters
  Score: Raw -499141.040285 + Penalty 2841.025175 = -496300.015109
  nChanged 20
		SP:Iteration 56Q (143266.980000 sec): 3 clusters
  Score: Raw -499147.191290 + Penalty 2841.025175 = -496306.166115
  nChanged 23
		SP:Iteration 57Q (143267.150000 sec): 3 clusters
  Score: Raw -499155.212308 + Penalty 2841.025175 = -496314.187132
  nChanged 27
		SP:Iteration 58Q (143267.310000 sec): 3 clusters
  Score: Raw -499162.477712 + Penalty 2841.025175 = -496321.452537
  nChanged 22
		SP:Iteration 59Q (143267.480000 sec): 3 clusters
  Score: Raw -499169.629130 + Penalty 2841.025175 = -496328.603954
  nChanged 23
		SP:Iteration 60F (143267.650000 sec): 3 clusters
  Score: Raw -499176.567386 + Penalty 2841.025175 = -496335.542211
  nChanged 22
		SP:Iteration 61Q (143267.810000 sec): 3 clusters
  Score: Raw -499182.894288 + Penalty 2841.025175 = -496341.869113
  nChanged 18
		SP:Iteration 62Q (143267.980000 sec): 3 clusters
  Score: Raw -499187.721867 + Penalty 2841.025175 = -496346.696692
  nChanged 11
		SP:Iteration 63Q (143268.150000 sec): 3 clusters
  Score: Raw -499189.945852 + Penalty 2841.025175 = -496348.920677
  nChanged 4
		SP:Iteration 64Q (143268.310000 sec): 3 clusters
  Score: Raw -499190.537859 + Penalty 2841.025175 = -496349.512684
  nChanged 3
		SP:Iteration 65Q (143268.480000 sec): 3 clusters
  Score: Raw -499191.772838 + Penalty 2841.025175 = -496350.747662
  nChanged 6
		SP:Iteration 66Q (143268.650000 sec): 3 clusters
  Score: Raw -499193.958339 + Penalty 2841.025175 = -496352.933163
  nChanged 6
		SP:Iteration 67Q (143268.820000 sec): 3 clusters
  Score: Raw -499195.412876 + Penalty 2841.025175 = -496354.387700
  nChanged 3
		SP:Iteration 68Q (143268.980000 sec): 3 clusters
  Score: Raw -499195.981278 + Penalty 2841.025175 = -496354.956103
  nChanged 3
		SP:Iteration 69Q (143269.190000 sec): 3 clusters
  Score: Raw -499198.062105 + Penalty 2841.025175 = -496357.036929
  nChanged 5
		SP:Iteration 70Q (143269.360000 sec): 3 clusters
  Score: Raw -499199.254003 + Penalty 2841.025175 = -496358.228828
  nChanged 7
		SP:Iteration 71Q (143269.570000 sec): 3 clusters
  Score: Raw -499201.157800 + Penalty 2841.025175 = -496360.132625
  nChanged 10
		SP:Iteration 72Q (143269.740000 sec): 3 clusters
  Score: Raw -499203.403186 + Penalty 2841.025175 = -496362.378011
  nChanged 6
		SP:Iteration 73Q (143269.910000 sec): 3 clusters
  Score: Raw -499205.306354 + Penalty 2841.025175 = -496364.281179
  nChanged 9
		SP:Iteration 74Q (143270.070000 sec): 3 clusters
  Score: Raw -499208.249982 + Penalty 2841.025175 = -496367.224807
  nChanged 8
		SP:Iteration 75Q (143270.240000 sec): 3 clusters
  Score: Raw -499210.283972 + Penalty 2841.025175 = -496369.258796
  nChanged 7
		SP:Iteration 76Q (143270.410000 sec): 3 clusters
  Score: Raw -499211.776371 + Penalty 2841.025175 = -496370.751195
  nChanged 4
		SP:Iteration 77Q (143270.570000 sec): 3 clusters
  Score: Raw -499212.862519 + Penalty 2841.025175 = -496371.837344
  nChanged 3
		SP:Iteration 78Q (143270.740000 sec): 3 clusters
  Score: Raw -499213.371743 + Penalty 2841.025175 = -496372.346568
  nChanged 2
		SP:Iteration 79Q (143270.990000 sec): 3 clusters
  Score: Raw -499213.917774 + Penalty 2841.025175 = -496372.892599
  nChanged 1
		SP:Iteration 80F (143271.170000 sec): 3 clusters
  Score: Raw -499214.280806 + Penalty 2841.025175 = -496373.255631
  nChanged 1
		SP:Iteration 81Q (143271.340000 sec): 3 clusters
  Score: Raw -499214.653508 + Penalty 2841.025175 = -496373.628333
  nChanged 3
		SP:Iteration 82Q (143271.500000 sec): 3 clusters
  Score: Raw -499215.356309 + Penalty 2841.025175 = -496374.331133
  nChanged 4
		SP:Iteration 83Q (143271.710000 sec): 3 clusters
  Score: Raw -499216.629926 + Penalty 2841.025175 = -496375.604751
  nChanged 4
		SP:Iteration 84Q (143271.880000 sec): 3 clusters
  Score: Raw -499218.041773 + Penalty 2841.025175 = -496377.016598
  nChanged 2
		SP:Iteration 85Q (143272.050000 sec): 3 clusters
  Score: Raw -499218.675049 + Penalty 2841.025175 = -496377.649873
  nChanged 6
		SP:Iteration 86Q (143272.220000 sec): 3 clusters
  Score: Raw -499220.339014 + Penalty 2841.025175 = -496379.313838
  nChanged 7
		SP:Iteration 87Q (143272.420000 sec): 3 clusters
  Score: Raw -499221.766065 + Penalty 2841.025175 = -496380.740890
  nChanged 7
		SP:Iteration 88Q (143272.590000 sec): 3 clusters
  Score: Raw -499224.550561 + Penalty 2841.025175 = -496383.525386
  nChanged 6
		SP:Iteration 89Q (143272.760000 sec): 3 clusters
  Score: Raw -499226.629987 + Penalty 2841.025175 = -496385.604812
  nChanged 9
		SP:Iteration 90Q (143272.920000 sec): 3 clusters
  Score: Raw -499229.604332 + Penalty 2841.025175 = -496388.579157
  nChanged 7
		SP:Iteration 91Q (143273.090000 sec): 3 clusters
  Score: Raw -499232.075863 + Penalty 2841.025175 = -496391.050688
  nChanged 6
		SP:Iteration 92Q (143273.260000 sec): 3 clusters
  Score: Raw -499233.737276 + Penalty 2841.025175 = -496392.712101
  nChanged 5
		SP:Iteration 93Q (143273.420000 sec): 3 clusters
  Score: Raw -499235.218782 + Penalty 2841.025175 = -496394.193606
  nChanged 3
		SP:Iteration 94Q (143273.590000 sec): 3 clusters
  Score: Raw -499235.734321 + Penalty 2841.025175 = -496394.709146
  nChanged 1
		SP:Iteration 95Q (143273.760000 sec): 3 clusters
  Score: Raw -499235.902309 + Penalty 2841.025175 = -496394.877133
  nChanged 1
		SP:Iteration 96Q (143273.930000 sec): 3 clusters
  Score: Raw -499236.006039 + Penalty 2841.025175 = -496394.980864
  nChanged 0
		SP:Iteration 97F (143274.090000 sec): 3 clusters
  Score: Raw -499236.006039 + Penalty 2841.025175 = -496394.980864
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (26170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143274.340000 sec): 2 clusters
  Score: Raw -2472925.697254 + Penalty 1653.009962 = -2471272.687292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143274.720000 sec): 3 clusters
  Score: Raw -2456908.561587 + Penalty 3306.019924 = -2453602.541663
  nChanged 11994
		SP:Iteration 1F (143275.060000 sec): 3 clusters
  Score: Raw -2463373.617542 + Penalty 3306.019924 = -2460067.597619
  nChanged 1230
		SP:Iteration 2Q (143275.450000 sec): 3 clusters
  Score: Raw -2463798.998896 + Penalty 3306.019924 = -2460492.978972
  nChanged 1261
		SP:Iteration 3Q (143275.890000 sec): 3 clusters
  Score: Raw -2464295.694974 + Penalty 3306.019924 = -2460989.675051
  nChanged 1402
		SP:Iteration 4F (143276.240000 sec): 3 clusters
  Score: Raw -2464917.349870 + Penalty 3306.019924 = -2461611.329946
  nChanged 1545
		SP:Iteration 5F (143276.580000 sec): 3 clusters
  Score: Raw -2465702.220966 + Penalty 3306.019924 = -2462396.201043
  nChanged 1591
		SP:Iteration 6F (143276.930000 sec): 3 clusters
  Score: Raw -2466613.378252 + Penalty 3306.019924 = -2463307.358328
  nChanged 1672
		SP:Iteration 7F (143277.320000 sec): 3 clusters
  Score: Raw -2467717.934490 + Penalty 3306.019924 = -2464411.914567
  nChanged 1676
		SP:Iteration 8F (143277.710000 sec): 3 clusters
  Score: Raw -2468973.098580 + Penalty 3306.019924 = -2465667.078656
  nChanged 1552
		SP:Iteration 9F (143278.110000 sec): 3 clusters
  Score: Raw -2470254.255641 + Penalty 3306.019924 = -2466948.235718
  nChanged 1238
		SP:Iteration 10Q (143278.510000 sec): 3 clusters
  Score: Raw -2471328.541165 + Penalty 3306.019924 = -2468022.521241
  nChanged 894
		SP:Iteration 11Q (143278.950000 sec): 3 clusters
  Score: Raw -2472168.130257 + Penalty 3306.019924 = -2468862.110334
  nChanged 494
		SP:Iteration 12Q (143279.310000 sec): 3 clusters
  Score: Raw -2472614.344701 + Penalty 3306.019924 = -2469308.324778
  nChanged 235
		SP:Iteration 13Q (143279.670000 sec): 3 clusters
  Score: Raw -2472836.618594 + Penalty 3306.019924 = -2469530.598671
  nChanged 109
		SP:Iteration 14Q (143279.940000 sec): 3 clusters
  Score: Raw -2472948.444104 + Penalty 3306.019924 = -2469642.424180
  nChanged 64
		SP:Iteration 15Q (143280.220000 sec): 3 clusters
  Score: Raw -2473013.217661 + Penalty 3306.019924 = -2469707.197738
  nChanged 37
		SP:Iteration 16Q (143280.570000 sec): 3 clusters
  Score: Raw -2473047.329636 + Penalty 3306.019924 = -2469741.309712
  nChanged 19
		SP:Iteration 17Q (143280.940000 sec): 3 clusters
  Score: Raw -2473068.099840 + Penalty 3306.019924 = -2469762.079917
  nChanged 16
		SP:Iteration 18Q (143281.290000 sec): 3 clusters
  Score: Raw -2473086.070081 + Penalty 3306.019924 = -2469780.050158
  nChanged 11
		SP:Iteration 19Q (143281.650000 sec): 3 clusters
  Score: Raw -2473100.131986 + Penalty 3306.019924 = -2469794.112063
  nChanged 4
		SP:Iteration 20F (143282.020000 sec): 3 clusters
  Score: Raw -2473103.612133 + Penalty 3306.019924 = -2469797.592209
  nChanged 7
		SP:Iteration 21Q (143282.380000 sec): 3 clusters
  Score: Raw -2473108.377473 + Penalty 3306.019924 = -2469802.357549
  nChanged 4
		SP:Iteration 22Q (143282.750000 sec): 3 clusters
  Score: Raw -2473112.290409 + Penalty 3306.019924 = -2469806.270486
  nChanged 2
		SP:Iteration 23Q (143283.110000 sec): 3 clusters
  Score: Raw -2473114.657839 + Penalty 3306.019924 = -2469808.637916
  nChanged 3
		SP:Iteration 24Q (143283.470000 sec): 3 clusters
  Score: Raw -2473117.173781 + Penalty 3306.019924 = -2469811.153857
  nChanged 2
		SP:Iteration 25Q (143283.830000 sec): 3 clusters
  Score: Raw -2473119.393945 + Penalty 3306.019924 = -2469813.374021
  nChanged 3
		SP:Iteration 26Q (143284.190000 sec): 3 clusters
  Score: Raw -2473122.707606 + Penalty 3306.019924 = -2469816.687682
  nChanged 3
		SP:Iteration 27Q (143284.570000 sec): 3 clusters
  Score: Raw -2473126.439370 + Penalty 3306.019924 = -2469820.419447
  nChanged 3
		SP:Iteration 28Q (143284.910000 sec): 3 clusters
  Score: Raw -2473130.801451 + Penalty 3306.019924 = -2469824.781527
  nChanged 3
		SP:Iteration 29Q (143285.270000 sec): 3 clusters
  Score: Raw -2473133.639889 + Penalty 3306.019924 = -2469827.619966
  nChanged 3
		SP:Iteration 30Q (143285.630000 sec): 3 clusters
  Score: Raw -2473138.927548 + Penalty 3306.019924 = -2469832.907625
  nChanged 4
		SP:Iteration 31Q (143286.000000 sec): 3 clusters
  Score: Raw -2473144.112449 + Penalty 3306.019924 = -2469838.092525
  nChanged 4
		SP:Iteration 32Q (143286.360000 sec): 3 clusters
  Score: Raw -2473150.814004 + Penalty 3306.019924 = -2469844.794080
  nChanged 2
		SP:Iteration 33Q (143286.720000 sec): 3 clusters
  Score: Raw -2473152.215077 + Penalty 3306.019924 = -2469846.195153
  nChanged 1
		SP:Iteration 34Q (143287.080000 sec): 3 clusters
  Score: Raw -2473154.802713 + Penalty 3306.019924 = -2469848.782790
  nChanged 4
		SP:Iteration 35Q (143287.450000 sec): 3 clusters
  Score: Raw -2473159.249108 + Penalty 3306.019924 = -2469853.229184
  nChanged 0
		SP:Iteration 36F (143287.810000 sec): 3 clusters
  Score: Raw -2473159.249108 + Penalty 3306.019924 = -2469853.229184
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (3411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143287.920000 sec): 2 clusters
  Score: Raw -297484.752811 + Penalty 1321.898627 = -296162.854183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143288.090000 sec): 3 clusters
  Score: Raw -295818.297889 + Penalty 2643.797254 = -293174.500634
  nChanged 1318
		SP:Iteration 1F (143288.270000 sec): 3 clusters
  Score: Raw -296581.023122 + Penalty 2643.797254 = -293937.225868
  nChanged 270
		SP:Iteration 2F (143288.450000 sec): 3 clusters
  Score: Raw -296766.174644 + Penalty 2643.797254 = -294122.377389
  nChanged 214
		SP:Iteration 3F (143288.620000 sec): 3 clusters
  Score: Raw -296899.632059 + Penalty 2643.797254 = -294255.834805
  nChanged 155
		SP:Iteration 4Q (143288.800000 sec): 3 clusters
  Score: Raw -296984.724167 + Penalty 2643.797254 = -294340.926912
  nChanged 99
		SP:Iteration 5Q (143288.970000 sec): 3 clusters
  Score: Raw -297032.435744 + Penalty 2643.797254 = -294388.638490
  nChanged 78
		SP:Iteration 6Q (143289.150000 sec): 3 clusters
  Score: Raw -297074.974300 + Penalty 2643.797254 = -294431.177046
  nChanged 71
		SP:Iteration 7Q (143289.330000 sec): 3 clusters
  Score: Raw -297114.802026 + Penalty 2643.797254 = -294471.004772
  nChanged 67
		SP:Iteration 8Q (143289.500000 sec): 3 clusters
  Score: Raw -297153.005371 + Penalty 2643.797254 = -294509.208117
  nChanged 72
		SP:Iteration 9Q (143289.630000 sec): 3 clusters
  Score: Raw -297194.140386 + Penalty 2643.797254 = -294550.343132
  nChanged 67
		SP:Iteration 10Q (143289.800000 sec): 3 clusters
  Score: Raw -297237.727521 + Penalty 2643.797254 = -294593.930267
  nChanged 77
		SP:Iteration 11Q (143289.980000 sec): 3 clusters
  Score: Raw -297278.486930 + Penalty 2643.797254 = -294634.689676
  nChanged 64
		SP:Iteration 12Q (143290.150000 sec): 3 clusters
  Score: Raw -297319.793319 + Penalty 2643.797254 = -294675.996065
  nChanged 80
		SP:Iteration 13Q (143290.330000 sec): 3 clusters
  Score: Raw -297374.689248 + Penalty 2643.797254 = -294730.891994
  nChanged 74
		SP:Iteration 14Q (143290.510000 sec): 3 clusters
  Score: Raw -297425.559049 + Penalty 2643.797254 = -294781.761795
  nChanged 70
		SP:Iteration 15Q (143290.680000 sec): 3 clusters
  Score: Raw -297465.247489 + Penalty 2643.797254 = -294821.450235
  nChanged 60
		SP:Iteration 16Q (143290.860000 sec): 3 clusters
  Score: Raw -297507.875126 + Penalty 2643.797254 = -294864.077872
  nChanged 59
		SP:Iteration 17Q (143291.030000 sec): 3 clusters
  Score: Raw -297547.330971 + Penalty 2643.797254 = -294903.533716
  nChanged 55
		SP:Iteration 18Q (143291.210000 sec): 3 clusters
  Score: Raw -297574.837456 + Penalty 2643.797254 = -294931.040202
  nChanged 40
		SP:Iteration 19Q (143291.390000 sec): 3 clusters
  Score: Raw -297599.268010 + Penalty 2643.797254 = -294955.470755
  nChanged 39
		SP:Iteration 20F (143291.610000 sec): 3 clusters
  Score: Raw -297623.216154 + Penalty 2643.797254 = -294979.418900
  nChanged 36
		SP:Iteration 21Q (143291.760000 sec): 3 clusters
  Score: Raw -297644.120615 + Penalty 2643.797254 = -295000.323360
  nChanged 32
		SP:Iteration 22Q (143291.930000 sec): 3 clusters
  Score: Raw -297660.511816 + Penalty 2643.797254 = -295016.714562
  nChanged 30
		SP:Iteration 23Q (143292.110000 sec): 3 clusters
  Score: Raw -297674.759037 + Penalty 2643.797254 = -295030.961783
  nChanged 26
		SP:Iteration 24Q (143292.290000 sec): 3 clusters
  Score: Raw -297686.013992 + Penalty 2643.797254 = -295042.216737
  nChanged 11
		SP:Iteration 25Q (143292.460000 sec): 3 clusters
  Score: Raw -297689.749451 + Penalty 2643.797254 = -295045.952197
  nChanged 11
		SP:Iteration 26Q (143292.640000 sec): 3 clusters
  Score: Raw -297693.568641 + Penalty 2643.797254 = -295049.771386
  nChanged 7
		SP:Iteration 27Q (143292.810000 sec): 3 clusters
  Score: Raw -297695.556273 + Penalty 2643.797254 = -295051.759019
  nChanged 6
		SP:Iteration 28Q (143292.990000 sec): 3 clusters
  Score: Raw -297697.125118 + Penalty 2643.797254 = -295053.327863
  nChanged 6
		SP:Iteration 29Q (143293.160000 sec): 3 clusters
  Score: Raw -297698.689830 + Penalty 2643.797254 = -295054.892576
  nChanged 5
		SP:Iteration 30Q (143293.340000 sec): 3 clusters
  Score: Raw -297700.666346 + Penalty 2643.797254 = -295056.869092
  nChanged 2
		SP:Iteration 31Q (143293.510000 sec): 3 clusters
  Score: Raw -297701.207855 + Penalty 2643.797254 = -295057.410601
  nChanged 0
		SP:Iteration 32F (143293.690000 sec): 3 clusters
  Score: Raw -297701.207855 + Penalty 2643.797254 = -295057.410601
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (4295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143293.790000 sec): 2 clusters
  Score: Raw -368837.845986 + Penalty 1359.346111 = -367478.499876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143293.970000 sec): 3 clusters
  Score: Raw -366657.891555 + Penalty 2718.692221 = -363939.199334
  nChanged 1712
		SP:Iteration 1F (143294.140000 sec): 3 clusters
  Score: Raw -367643.014315 + Penalty 2718.692221 = -364924.322094
  nChanged 372
		SP:Iteration 2F (143294.320000 sec): 3 clusters
  Score: Raw -367905.301838 + Penalty 2718.692221 = -365186.609617
  nChanged 284
		SP:Iteration 3F (143294.490000 sec): 3 clusters
  Score: Raw -368145.154694 + Penalty 2718.692221 = -365426.462473
  nChanged 269
		SP:Iteration 4F (143294.670000 sec): 3 clusters
  Score: Raw -368378.585810 + Penalty 2718.692221 = -365659.893588
  nChanged 249
		SP:Iteration 5F (143294.840000 sec): 3 clusters
  Score: Raw -368632.477599 + Penalty 2718.692221 = -365913.785378
  nChanged 259
		SP:Iteration 6F (143295.020000 sec): 3 clusters
  Score: Raw -368936.042998 + Penalty 2718.692221 = -366217.350777
  nChanged 245
		SP:Iteration 7F (143295.150000 sec): 3 clusters
  Score: Raw -369205.414167 + Penalty 2718.692221 = -366486.721946
  nChanged 213
		SP:Iteration 8Q (143295.230000 sec): 3 clusters
  Score: Raw -369452.061158 + Penalty 2718.692221 = -366733.368937
  nChanged 172
		SP:Iteration 9Q (143295.310000 sec): 3 clusters
  Score: Raw -369660.968659 + Penalty 2718.692221 = -366942.276437
  nChanged 144
		SP:Iteration 10Q (143295.400000 sec): 3 clusters
  Score: Raw -369797.111959 + Penalty 2718.692221 = -367078.419737
  nChanged 100
		SP:Iteration 11Q (143295.480000 sec): 3 clusters
  Score: Raw -369874.066201 + Penalty 2718.692221 = -367155.373980
  nChanged 78
		SP:Iteration 12Q (143295.560000 sec): 3 clusters
  Score: Raw -369924.256486 + Penalty 2718.692221 = -367205.564265
  nChanged 58
		SP:Iteration 13Q (143295.650000 sec): 3 clusters
  Score: Raw -369953.668024 + Penalty 2718.692221 = -367234.975803
  nChanged 40
		SP:Iteration 14Q (143295.730000 sec): 3 clusters
  Score: Raw -369969.221496 + Penalty 2718.692221 = -367250.529275
  nChanged 35
		SP:Iteration 15Q (143295.820000 sec): 3 clusters
  Score: Raw -369984.731865 + Penalty 2718.692221 = -367266.039643
  nChanged 27
		SP:Iteration 16Q (143296.020000 sec): 3 clusters
  Score: Raw -369994.648052 + Penalty 2718.692221 = -367275.955831
  nChanged 24
		SP:Iteration 17Q (143296.200000 sec): 3 clusters
  Score: Raw -370003.284131 + Penalty 2718.692221 = -367284.591909
  nChanged 15
		SP:Iteration 18Q (143296.370000 sec): 3 clusters
  Score: Raw -370007.824860 + Penalty 2718.692221 = -367289.132639
  nChanged 12
		SP:Iteration 19Q (143296.550000 sec): 3 clusters
  Score: Raw -370011.306231 + Penalty 2718.692221 = -367292.614009
  nChanged 6
		SP:Iteration 20F (143296.720000 sec): 3 clusters
  Score: Raw -370015.036597 + Penalty 2718.692221 = -367296.344376
  nChanged 10
		SP:Iteration 21Q (143296.900000 sec): 3 clusters
  Score: Raw -370018.140952 + Penalty 2718.692221 = -367299.448731
  nChanged 11
		SP:Iteration 22Q (143297.070000 sec): 3 clusters
  Score: Raw -370023.027391 + Penalty 2718.692221 = -367304.335170
  nChanged 10
		SP:Iteration 23Q (143297.250000 sec): 3 clusters
  Score: Raw -370026.766294 + Penalty 2718.692221 = -367308.074073
  nChanged 9
		SP:Iteration 24Q (143297.420000 sec): 3 clusters
  Score: Raw -370029.188199 + Penalty 2718.692221 = -367310.495978
  nChanged 8
		SP:Iteration 25Q (143297.600000 sec): 3 clusters
  Score: Raw -370030.510043 + Penalty 2718.692221 = -367311.817821
  nChanged 2
		SP:Iteration 26Q (143297.780000 sec): 3 clusters
  Score: Raw -370030.870531 + Penalty 2718.692221 = -367312.178310
  nChanged 3
		SP:Iteration 27Q (143297.950000 sec): 3 clusters
  Score: Raw -370031.435549 + Penalty 2718.692221 = -367312.743328
  nChanged 2
		SP:Iteration 28Q (143298.130000 sec): 3 clusters
  Score: Raw -370031.909539 + Penalty 2718.692221 = -367313.217318
  nChanged 3
		SP:Iteration 29Q (143298.300000 sec): 3 clusters
  Score: Raw -370032.841206 + Penalty 2718.692221 = -367314.148984
  nChanged 4
		SP:Iteration 30Q (143298.480000 sec): 3 clusters
  Score: Raw -370033.894285 + Penalty 2718.692221 = -367315.202064
  nChanged 3
		SP:Iteration 31Q (143298.660000 sec): 3 clusters
  Score: Raw -370034.819971 + Penalty 2718.692221 = -367316.127750
  nChanged 1
		SP:Iteration 32Q (143298.830000 sec): 3 clusters
  Score: Raw -370035.158169 + Penalty 2718.692221 = -367316.465948
  nChanged 2
		SP:Iteration 33Q (143299.010000 sec): 3 clusters
  Score: Raw -370035.491238 + Penalty 2718.692221 = -367316.799016
  nChanged 1
		SP:Iteration 34Q (143299.180000 sec): 3 clusters
  Score: Raw -370035.807218 + Penalty 2718.692221 = -367317.114997
  nChanged 1
		SP:Iteration 35Q (143299.360000 sec): 3 clusters
  Score: Raw -370036.217732 + Penalty 2718.692221 = -367317.525511
  nChanged 2
		SP:Iteration 36Q (143299.540000 sec): 3 clusters
  Score: Raw -370036.596663 + Penalty 2718.692221 = -367317.904442
  nChanged 2
		SP:Iteration 37Q (143299.710000 sec): 3 clusters
  Score: Raw -370037.334455 + Penalty 2718.692221 = -367318.642234
  nChanged 0
		SP:Iteration 38F (143299.890000 sec): 3 clusters
  Score: Raw -370037.334455 + Penalty 2718.692221 = -367318.642234
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (2507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143299.960000 sec): 2 clusters
  Score: Raw -204891.462923 + Penalty 1271.861841 = -203619.601082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143300.140000 sec): 3 clusters
  Score: Raw -203763.094752 + Penalty 2543.723682 = -201219.371071
  nChanged 929
		SP:Iteration 1F (143300.320000 sec): 3 clusters
  Score: Raw -204325.851945 + Penalty 2543.723682 = -201782.128263
  nChanged 184
		SP:Iteration 2F (143300.490000 sec): 3 clusters
  Score: Raw -204457.992906 + Penalty 2543.723682 = -201914.269224
  nChanged 134
		SP:Iteration 3F (143300.670000 sec): 3 clusters
  Score: Raw -204566.671247 + Penalty 2543.723682 = -202022.947565
  nChanged 101
		SP:Iteration 4Q (143300.840000 sec): 3 clusters
  Score: Raw -204639.316217 + Penalty 2543.723682 = -202095.592536
  nChanged 88
		SP:Iteration 5Q (143301.020000 sec): 3 clusters
  Score: Raw -204694.242155 + Penalty 2543.723682 = -202150.518473
  nChanged 73
		SP:Iteration 6Q (143301.190000 sec): 3 clusters
  Score: Raw -204739.154264 + Penalty 2543.723682 = -202195.430582
  nChanged 60
		SP:Iteration 7Q (143301.370000 sec): 3 clusters
  Score: Raw -204768.484062 + Penalty 2543.723682 = -202224.760380
  nChanged 40
		SP:Iteration 8Q (143301.540000 sec): 3 clusters
  Score: Raw -204788.617887 + Penalty 2543.723682 = -202244.894205
  nChanged 31
		SP:Iteration 9Q (143301.720000 sec): 3 clusters
  Score: Raw -204801.960879 + Penalty 2543.723682 = -202258.237197
  nChanged 28
		SP:Iteration 10Q (143301.900000 sec): 3 clusters
  Score: Raw -204815.735860 + Penalty 2543.723682 = -202272.012178
  nChanged 31
		SP:Iteration 11Q (143302.070000 sec): 3 clusters
  Score: Raw -204830.198492 + Penalty 2543.723682 = -202286.474810
  nChanged 30
		SP:Iteration 12Q (143302.250000 sec): 3 clusters
  Score: Raw -204848.072203 + Penalty 2543.723682 = -202304.348521
  nChanged 47
		SP:Iteration 13Q (143302.420000 sec): 3 clusters
  Score: Raw -204874.856193 + Penalty 2543.723682 = -202331.132511
  nChanged 40
		SP:Iteration 14Q (143302.600000 sec): 3 clusters
  Score: Raw -204900.886174 + Penalty 2543.723682 = -202357.162492
  nChanged 31
		SP:Iteration 15Q (143302.780000 sec): 3 clusters
  Score: Raw -204919.399898 + Penalty 2543.723682 = -202375.676216
  nChanged 26
		SP:Iteration 16Q (143302.950000 sec): 3 clusters
  Score: Raw -204938.651920 + Penalty 2543.723682 = -202394.928239
  nChanged 31
		SP:Iteration 17Q (143303.130000 sec): 3 clusters
  Score: Raw -204963.813089 + Penalty 2543.723682 = -202420.089407
  nChanged 28
		SP:Iteration 18Q (143303.300000 sec): 3 clusters
  Score: Raw -204982.923770 + Penalty 2543.723682 = -202439.200088
  nChanged 26
		SP:Iteration 19Q (143303.480000 sec): 3 clusters
  Score: Raw -205004.316618 + Penalty 2543.723682 = -202460.592936
  nChanged 29
		SP:Iteration 20F (143303.660000 sec): 3 clusters
  Score: Raw -205022.865613 + Penalty 2543.723682 = -202479.141931
  nChanged 23
		SP:Iteration 21Q (143303.830000 sec): 3 clusters
  Score: Raw -205037.285692 + Penalty 2543.723682 = -202493.562010
  nChanged 21
		SP:Iteration 22Q (143304.010000 sec): 3 clusters
  Score: Raw -205049.029776 + Penalty 2543.723682 = -202505.306094
  nChanged 14
		SP:Iteration 23Q (143304.180000 sec): 3 clusters
  Score: Raw -205057.807597 + Penalty 2543.723682 = -202514.083915
  nChanged 14
		SP:Iteration 24Q (143304.360000 sec): 3 clusters
  Score: Raw -205070.833749 + Penalty 2543.723682 = -202527.110067
  nChanged 6
		SP:Iteration 25Q (143304.540000 sec): 3 clusters
  Score: Raw -205074.173788 + Penalty 2543.723682 = -202530.450106
  nChanged 10
		SP:Iteration 26Q (143304.710000 sec): 3 clusters
  Score: Raw -205080.763872 + Penalty 2543.723682 = -202537.040190
  nChanged 5
		SP:Iteration 27Q (143304.890000 sec): 3 clusters
  Score: Raw -205083.066275 + Penalty 2543.723682 = -202539.342593
  nChanged 5
		SP:Iteration 28Q (143305.060000 sec): 3 clusters
  Score: Raw -205086.449711 + Penalty 2543.723682 = -202542.726029
  nChanged 5
		SP:Iteration 29Q (143305.240000 sec): 3 clusters
  Score: Raw -205090.325639 + Penalty 2543.723682 = -202546.601957
  nChanged 9
		SP:Iteration 30Q (143305.410000 sec): 3 clusters
  Score: Raw -205095.564647 + Penalty 2543.723682 = -202551.840965
  nChanged 4
		SP:Iteration 31Q (143305.590000 sec): 3 clusters
  Score: Raw -205098.135752 + Penalty 2543.723682 = -202554.412070
  nChanged 6
		SP:Iteration 32Q (143305.760000 sec): 3 clusters
  Score: Raw -205103.275983 + Penalty 2543.723682 = -202559.552301
  nChanged 7
		SP:Iteration 33Q (143305.940000 sec): 3 clusters
  Score: Raw -205109.564745 + Penalty 2543.723682 = -202565.841063
  nChanged 8
		SP:Iteration 34Q (143306.120000 sec): 3 clusters
  Score: Raw -205114.203129 + Penalty 2543.723682 = -202570.479447
  nChanged 3
		SP:Iteration 35Q (143306.290000 sec): 3 clusters
  Score: Raw -205115.950913 + Penalty 2543.723682 = -202572.227231
  nChanged 5
		SP:Iteration 36Q (143306.470000 sec): 3 clusters
  Score: Raw -205118.234808 + Penalty 2543.723682 = -202574.511126
  nChanged 3
		SP:Iteration 37Q (143306.640000 sec): 3 clusters
  Score: Raw -205120.026468 + Penalty 2543.723682 = -202576.302786
  nChanged 3
		SP:Iteration 38Q (143306.820000 sec): 3 clusters
  Score: Raw -205121.450079 + Penalty 2543.723682 = -202577.726397
  nChanged 1
		SP:Iteration 39Q (143307.000000 sec): 3 clusters
  Score: Raw -205121.624356 + Penalty 2543.723682 = -202577.900675
  nChanged 1
		SP:Iteration 40F (143307.100000 sec): 3 clusters
  Score: Raw -205121.704797 + Penalty 2543.723682 = -202577.981115
  nChanged 1
		SP:Iteration 41Q (143307.140000 sec): 3 clusters
  Score: Raw -205121.773369 + Penalty 2543.723682 = -202578.049687
  nChanged 0
		SP:Iteration 42F (143307.200000 sec): 3 clusters
  Score: Raw -205121.773369 + Penalty 2543.723682 = -202578.049687
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (3018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143307.260000 sec): 2 clusters
  Score: Raw -239375.205761 + Penalty 1302.006816 = -238073.198945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143307.320000 sec): 3 clusters
  Score: Raw -237934.557269 + Penalty 2604.013633 = -235330.543636
  nChanged 1166
		SP:Iteration 1F (143307.380000 sec): 3 clusters
  Score: Raw -238683.450951 + Penalty 2604.013633 = -236079.437318
  nChanged 287
		SP:Iteration 2F (143307.440000 sec): 3 clusters
  Score: Raw -238903.883199 + Penalty 2604.013633 = -236299.869566
  nChanged 205
		SP:Iteration 3F (143307.500000 sec): 3 clusters
  Score: Raw -239067.175946 + Penalty 2604.013633 = -236463.162313
  nChanged 153
		SP:Iteration 4F (143307.560000 sec): 3 clusters
  Score: Raw -239182.430399 + Penalty 2604.013633 = -236578.416766
  nChanged 128
		SP:Iteration 5Q (143307.620000 sec): 3 clusters
  Score: Raw -239280.406370 + Penalty 2604.013633 = -236676.392737
  nChanged 123
		SP:Iteration 6Q (143307.680000 sec): 3 clusters
  Score: Raw -239401.448578 + Penalty 2604.013633 = -236797.434945
  nChanged 129
		SP:Iteration 7Q (143307.740000 sec): 3 clusters
  Score: Raw -239501.443904 + Penalty 2604.013633 = -236897.430272
  nChanged 99
		SP:Iteration 8Q (143307.800000 sec): 3 clusters
  Score: Raw -239574.575945 + Penalty 2604.013633 = -236970.562312
  nChanged 75
		SP:Iteration 9Q (143307.860000 sec): 3 clusters
  Score: Raw -239633.765990 + Penalty 2604.013633 = -237029.752357
  nChanged 81
		SP:Iteration 10Q (143307.920000 sec): 3 clusters
  Score: Raw -239689.012330 + Penalty 2604.013633 = -237084.998697
  nChanged 68
		SP:Iteration 11Q (143308.070000 sec): 3 clusters
  Score: Raw -239739.720228 + Penalty 2604.013633 = -237135.706595
  nChanged 62
		SP:Iteration 12Q (143308.130000 sec): 3 clusters
  Score: Raw -239784.258300 + Penalty 2604.013633 = -237180.244667
  nChanged 78
		SP:Iteration 13Q (143308.190000 sec): 3 clusters
  Score: Raw -239847.783981 + Penalty 2604.013633 = -237243.770349
  nChanged 64
		SP:Iteration 14Q (143308.240000 sec): 3 clusters
  Score: Raw -239892.259451 + Penalty 2604.013633 = -237288.245818
  nChanged 53
		SP:Iteration 15Q (143308.300000 sec): 3 clusters
  Score: Raw -239923.686384 + Penalty 2604.013633 = -237319.672751
  nChanged 37
		SP:Iteration 16Q (143308.360000 sec): 3 clusters
  Score: Raw -239943.596927 + Penalty 2604.013633 = -237339.583294
  nChanged 31
		SP:Iteration 17Q (143308.420000 sec): 3 clusters
  Score: Raw -239957.807064 + Penalty 2604.013633 = -237353.793431
  nChanged 31
		SP:Iteration 18Q (143308.480000 sec): 3 clusters
  Score: Raw -239968.649443 + Penalty 2604.013633 = -237364.635810
  nChanged 22
		SP:Iteration 19Q (143308.540000 sec): 3 clusters
  Score: Raw -239979.318676 + Penalty 2604.013633 = -237375.305043
  nChanged 20
		SP:Iteration 20F (143308.600000 sec): 3 clusters
  Score: Raw -239986.285458 + Penalty 2604.013633 = -237382.271825
  nChanged 11
		SP:Iteration 21Q (143308.660000 sec): 3 clusters
  Score: Raw -239991.815867 + Penalty 2604.013633 = -237387.802235
  nChanged 17
		SP:Iteration 22Q (143308.720000 sec): 3 clusters
  Score: Raw -239999.568760 + Penalty 2604.013633 = -237395.555128
  nChanged 10
		SP:Iteration 23Q (143308.780000 sec): 3 clusters
  Score: Raw -240004.064457 + Penalty 2604.013633 = -237400.050824
  nChanged 7
		SP:Iteration 24Q (143308.840000 sec): 3 clusters
  Score: Raw -240007.685161 + Penalty 2604.013633 = -237403.671528
  nChanged 7
		SP:Iteration 25Q (143308.900000 sec): 3 clusters
  Score: Raw -240011.508985 + Penalty 2604.013633 = -237407.495352
  nChanged 6
		SP:Iteration 26Q (143308.960000 sec): 3 clusters
  Score: Raw -240014.080574 + Penalty 2604.013633 = -237410.066942
  nChanged 10
		SP:Iteration 27Q (143309.010000 sec): 3 clusters
  Score: Raw -240017.515582 + Penalty 2604.013633 = -237413.501949
  nChanged 9
		SP:Iteration 28Q (143309.070000 sec): 3 clusters
  Score: Raw -240020.496826 + Penalty 2604.013633 = -237416.483193
  nChanged 10
		SP:Iteration 29Q (143309.130000 sec): 3 clusters
  Score: Raw -240023.152588 + Penalty 2604.013633 = -237419.138956
  nChanged 8
		SP:Iteration 30Q (143309.190000 sec): 3 clusters
  Score: Raw -240025.950760 + Penalty 2604.013633 = -237421.937127
  nChanged 8
		SP:Iteration 31Q (143309.250000 sec): 3 clusters
  Score: Raw -240030.203783 + Penalty 2604.013633 = -237426.190150
  nChanged 9
		SP:Iteration 32Q (143309.310000 sec): 3 clusters
  Score: Raw -240032.857292 + Penalty 2604.013633 = -237428.843659
  nChanged 7
		SP:Iteration 33Q (143309.370000 sec): 3 clusters
  Score: Raw -240035.019299 + Penalty 2604.013633 = -237431.005667
  nChanged 4
		SP:Iteration 34Q (143309.500000 sec): 3 clusters
  Score: Raw -240035.870595 + Penalty 2604.013633 = -237431.856962
  nChanged 2
		SP:Iteration 35Q (143309.560000 sec): 3 clusters
  Score: Raw -240036.437651 + Penalty 2604.013633 = -237432.424018
  nChanged 1
		SP:Iteration 36Q (143309.620000 sec): 3 clusters
  Score: Raw -240036.492045 + Penalty 2604.013633 = -237432.478412
  nChanged 0
		SP:Iteration 37F (143309.680000 sec): 3 clusters
  Score: Raw -240036.492045 + Penalty 2604.013633 = -237432.478412
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (7835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143309.800000 sec): 2 clusters
  Score: Raw -680079.042428 + Penalty 1457.032875 = -678622.009552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143309.940000 sec): 3 clusters
  Score: Raw -675833.908394 + Penalty 2914.065750 = -672919.842644
  nChanged 3298
		SP:Iteration 1F (143310.060000 sec): 3 clusters
  Score: Raw -678142.119568 + Penalty 2914.065750 = -675228.053818
  nChanged 744
		SP:Iteration 2F (143310.180000 sec): 3 clusters
  Score: Raw -678786.028362 + Penalty 2914.065750 = -675871.962612
  nChanged 609
		SP:Iteration 3F (143310.310000 sec): 3 clusters
  Score: Raw -679246.235762 + Penalty 2914.065750 = -676332.170012
  nChanged 485
		SP:Iteration 4F (143310.430000 sec): 3 clusters
  Score: Raw -679567.206095 + Penalty 2914.065750 = -676653.140345
  nChanged 368
		SP:Iteration 5Q (143310.560000 sec): 3 clusters
  Score: Raw -679768.739809 + Penalty 2914.065750 = -676854.674059
  nChanged 290
		SP:Iteration 6Q (143310.690000 sec): 3 clusters
  Score: Raw -679921.567958 + Penalty 2914.065750 = -677007.502208
  nChanged 240
		SP:Iteration 7Q (143310.810000 sec): 3 clusters
  Score: Raw -680034.361965 + Penalty 2914.065750 = -677120.296215
  nChanged 201
		SP:Iteration 8Q (143310.940000 sec): 3 clusters
  Score: Raw -680122.921645 + Penalty 2914.065750 = -677208.855895
  nChanged 151
		SP:Iteration 9Q (143311.070000 sec): 3 clusters
  Score: Raw -680182.330808 + Penalty 2914.065750 = -677268.265057
  nChanged 136
		SP:Iteration 10Q (143311.190000 sec): 3 clusters
  Score: Raw -680240.763400 + Penalty 2914.065750 = -677326.697650
  nChanged 113
		SP:Iteration 11Q (143311.320000 sec): 3 clusters
  Score: Raw -680292.433537 + Penalty 2914.065750 = -677378.367786
  nChanged 121
		SP:Iteration 12Q (143311.450000 sec): 3 clusters
  Score: Raw -680348.686856 + Penalty 2914.065750 = -677434.621105
  nChanged 102
		SP:Iteration 13Q (143311.670000 sec): 3 clusters
  Score: Raw -680392.635602 + Penalty 2914.065750 = -677478.569851
  nChanged 89
		SP:Iteration 14Q (143311.880000 sec): 3 clusters
  Score: Raw -680422.995408 + Penalty 2914.065750 = -677508.929658
  nChanged 80
		SP:Iteration 15Q (143312.080000 sec): 3 clusters
  Score: Raw -680447.135472 + Penalty 2914.065750 = -677533.069722
  nChanged 63
		SP:Iteration 16Q (143312.280000 sec): 3 clusters
  Score: Raw -680465.795722 + Penalty 2914.065750 = -677551.729972
  nChanged 53
		SP:Iteration 17Q (143312.470000 sec): 3 clusters
  Score: Raw -680482.827115 + Penalty 2914.065750 = -677568.761365
  nChanged 52
		SP:Iteration 18Q (143312.670000 sec): 3 clusters
  Score: Raw -680497.343075 + Penalty 2914.065750 = -677583.277325
  nChanged 44
		SP:Iteration 19Q (143312.870000 sec): 3 clusters
  Score: Raw -680510.064376 + Penalty 2914.065750 = -677595.998626
  nChanged 36
		SP:Iteration 20F (143313.060000 sec): 3 clusters
  Score: Raw -680517.794351 + Penalty 2914.065750 = -677603.728601
  nChanged 28
		SP:Iteration 21Q (143313.260000 sec): 3 clusters
  Score: Raw -680524.885186 + Penalty 2914.065750 = -677610.819436
  nChanged 27
		SP:Iteration 22Q (143313.460000 sec): 3 clusters
  Score: Raw -680532.338317 + Penalty 2914.065750 = -677618.272566
  nChanged 34
		SP:Iteration 23Q (143313.660000 sec): 3 clusters
  Score: Raw -680543.278239 + Penalty 2914.065750 = -677629.212488
  nChanged 33
		SP:Iteration 24Q (143313.860000 sec): 3 clusters
  Score: Raw -680552.715394 + Penalty 2914.065750 = -677638.649644
  nChanged 28
		SP:Iteration 25Q (143314.060000 sec): 3 clusters
  Score: Raw -680560.127821 + Penalty 2914.065750 = -677646.062071
  nChanged 31
		SP:Iteration 26Q (143314.260000 sec): 3 clusters
  Score: Raw -680568.059376 + Penalty 2914.065750 = -677653.993625
  nChanged 29
		SP:Iteration 27Q (143314.460000 sec): 3 clusters
  Score: Raw -680575.836833 + Penalty 2914.065750 = -677661.771082
  nChanged 36
		SP:Iteration 28Q (143314.690000 sec): 3 clusters
  Score: Raw -680583.772628 + Penalty 2914.065750 = -677669.706877
  nChanged 40
		SP:Iteration 29Q (143314.900000 sec): 3 clusters
  Score: Raw -680593.443216 + Penalty 2914.065750 = -677679.377465
  nChanged 36
		SP:Iteration 30Q (143315.090000 sec): 3 clusters
  Score: Raw -680600.648898 + Penalty 2914.065750 = -677686.583147
  nChanged 32
		SP:Iteration 31Q (143315.290000 sec): 3 clusters
  Score: Raw -680608.805528 + Penalty 2914.065750 = -677694.739777
  nChanged 31
		SP:Iteration 32Q (143315.490000 sec): 3 clusters
  Score: Raw -680616.617130 + Penalty 2914.065750 = -677702.551380
  nChanged 31
		SP:Iteration 33Q (143315.690000 sec): 3 clusters
  Score: Raw -680623.766471 + Penalty 2914.065750 = -677709.700721
  nChanged 24
		SP:Iteration 34Q (143315.890000 sec): 3 clusters
  Score: Raw -680628.106968 + Penalty 2914.065750 = -677714.041217
  nChanged 18
		SP:Iteration 35Q (143316.090000 sec): 3 clusters
  Score: Raw -680632.364219 + Penalty 2914.065750 = -677718.298469
  nChanged 14
		SP:Iteration 36Q (143316.280000 sec): 3 clusters
  Score: Raw -680635.055157 + Penalty 2914.065750 = -677720.989406
  nChanged 12
		SP:Iteration 37Q (143316.480000 sec): 3 clusters
  Score: Raw -680637.400347 + Penalty 2914.065750 = -677723.334597
  nChanged 13
		SP:Iteration 38Q (143316.680000 sec): 3 clusters
  Score: Raw -680639.708863 + Penalty 2914.065750 = -677725.643112
  nChanged 12
		SP:Iteration 39Q (143316.880000 sec): 3 clusters
  Score: Raw -680641.457736 + Penalty 2914.065750 = -677727.391986
  nChanged 11
		SP:Iteration 40F (143317.080000 sec): 3 clusters
  Score: Raw -680643.844019 + Penalty 2914.065750 = -677729.778269
  nChanged 11
		SP:Iteration 41Q (143317.280000 sec): 3 clusters
  Score: Raw -680647.209986 + Penalty 2914.065750 = -677733.144236
  nChanged 17
		SP:Iteration 42Q (143317.480000 sec): 3 clusters
  Score: Raw -680652.387626 + Penalty 2914.065750 = -677738.321875
  nChanged 20
		SP:Iteration 43Q (143317.680000 sec): 3 clusters
  Score: Raw -680655.174137 + Penalty 2914.065750 = -677741.108386
  nChanged 9
		SP:Iteration 44Q (143317.870000 sec): 3 clusters
  Score: Raw -680656.273645 + Penalty 2914.065750 = -677742.207895
  nChanged 5
		SP:Iteration 45Q (143318.070000 sec): 3 clusters
  Score: Raw -680656.984156 + Penalty 2914.065750 = -677742.918405
  nChanged 5
		SP:Iteration 46Q (143318.270000 sec): 3 clusters
  Score: Raw -680657.981110 + Penalty 2914.065750 = -677743.915360
  nChanged 8
		SP:Iteration 47Q (143318.510000 sec): 3 clusters
  Score: Raw -680659.531635 + Penalty 2914.065750 = -677745.465885
  nChanged 8
		SP:Iteration 48Q (143318.710000 sec): 3 clusters
  Score: Raw -680661.185006 + Penalty 2914.065750 = -677747.119256
  nChanged 8
		SP:Iteration 49Q (143318.910000 sec): 3 clusters
  Score: Raw -680662.070526 + Penalty 2914.065750 = -677748.004776
  nChanged 8
		SP:Iteration 50Q (143319.140000 sec): 3 clusters
  Score: Raw -680663.347910 + Penalty 2914.065750 = -677749.282160
  nChanged 10
		SP:Iteration 51Q (143319.340000 sec): 3 clusters
  Score: Raw -680665.309365 + Penalty 2914.065750 = -677751.243614
  nChanged 13
		SP:Iteration 52Q (143319.460000 sec): 3 clusters
  Score: Raw -680667.771975 + Penalty 2914.065750 = -677753.706225
  nChanged 8
		SP:Iteration 53Q (143319.580000 sec): 3 clusters
  Score: Raw -680668.944936 + Penalty 2914.065750 = -677754.879186
  nChanged 7
		SP:Iteration 54Q (143319.700000 sec): 3 clusters
  Score: Raw -680670.636652 + Penalty 2914.065750 = -677756.570902
  nChanged 8
		SP:Iteration 55Q (143319.820000 sec): 3 clusters
  Score: Raw -680671.808508 + Penalty 2914.065750 = -677757.742758
  nChanged 4
		SP:Iteration 56Q (143319.940000 sec): 3 clusters
  Score: Raw -680673.062953 + Penalty 2914.065750 = -677758.997203
  nChanged 9
		SP:Iteration 57Q (143320.160000 sec): 3 clusters
  Score: Raw -680675.795965 + Penalty 2914.065750 = -677761.730215
  nChanged 13
		SP:Iteration 58Q (143320.310000 sec): 3 clusters
  Score: Raw -680679.247494 + Penalty 2914.065750 = -677765.181744
  nChanged 11
		SP:Iteration 59Q (143320.510000 sec): 3 clusters
  Score: Raw -680681.380693 + Penalty 2914.065750 = -677767.314942
  nChanged 13
		SP:Iteration 60F (143320.700000 sec): 3 clusters
  Score: Raw -680683.823399 + Penalty 2914.065750 = -677769.757648
  nChanged 11
		SP:Iteration 61Q (143320.900000 sec): 3 clusters
  Score: Raw -680685.575836 + Penalty 2914.065750 = -677771.510086
  nChanged 10
		SP:Iteration 62Q (143321.100000 sec): 3 clusters
  Score: Raw -680687.306694 + Penalty 2914.065750 = -677773.240943
  nChanged 11
		SP:Iteration 63Q (143321.300000 sec): 3 clusters
  Score: Raw -680689.286319 + Penalty 2914.065750 = -677775.220568
  nChanged 15
		SP:Iteration 64Q (143321.470000 sec): 3 clusters
  Score: Raw -680692.325916 + Penalty 2914.065750 = -677778.260166
  nChanged 12
		SP:Iteration 65Q (143321.580000 sec): 3 clusters
  Score: Raw -680693.447383 + Penalty 2914.065750 = -677779.381633
  nChanged 10
		SP:Iteration 66Q (143321.700000 sec): 3 clusters
  Score: Raw -680694.430362 + Penalty 2914.065750 = -677780.364611
  nChanged 5
		SP:Iteration 67Q (143321.820000 sec): 3 clusters
  Score: Raw -680695.040379 + Penalty 2914.065750 = -677780.974629
  nChanged 7
		SP:Iteration 68Q (143321.940000 sec): 3 clusters
  Score: Raw -680695.931119 + Penalty 2914.065750 = -677781.865369
  nChanged 6
		SP:Iteration 69Q (143322.060000 sec): 3 clusters
  Score: Raw -680696.920514 + Penalty 2914.065750 = -677782.854763
  nChanged 8
		SP:Iteration 70Q (143322.180000 sec): 3 clusters
  Score: Raw -680698.742791 + Penalty 2914.065750 = -677784.677040
  nChanged 8
		SP:Iteration 71Q (143322.300000 sec): 3 clusters
  Score: Raw -680701.085288 + Penalty 2914.065750 = -677787.019538
  nChanged 11
		SP:Iteration 72Q (143322.420000 sec): 3 clusters
  Score: Raw -680703.729631 + Penalty 2914.065750 = -677789.663881
  nChanged 15
		SP:Iteration 73Q (143322.540000 sec): 3 clusters
  Score: Raw -680706.991801 + Penalty 2914.065750 = -677792.926051
  nChanged 13
		SP:Iteration 74Q (143322.730000 sec): 3 clusters
  Score: Raw -680709.389431 + Penalty 2914.065750 = -677795.323681
  nChanged 14
		SP:Iteration 75Q (143322.930000 sec): 3 clusters
  Score: Raw -680712.947692 + Penalty 2914.065750 = -677798.881942
  nChanged 16
		SP:Iteration 76Q (143323.120000 sec): 3 clusters
  Score: Raw -680717.564183 + Penalty 2914.065750 = -677803.498433
  nChanged 26
		SP:Iteration 77Q (143323.320000 sec): 3 clusters
  Score: Raw -680726.241521 + Penalty 2914.065750 = -677812.175770
  nChanged 29
		SP:Iteration 78Q (143323.520000 sec): 3 clusters
  Score: Raw -680733.387861 + Penalty 2914.065750 = -677819.322110
  nChanged 25
		SP:Iteration 79Q (143323.720000 sec): 3 clusters
  Score: Raw -680739.238089 + Penalty 2914.065750 = -677825.172339
  nChanged 21
		SP:Iteration 80F (143323.920000 sec): 3 clusters
  Score: Raw -680746.460677 + Penalty 2914.065750 = -677832.394927
  nChanged 21
		SP:Iteration 81Q (143324.120000 sec): 3 clusters
  Score: Raw -680750.448812 + Penalty 2914.065750 = -677836.383062
  nChanged 13
		SP:Iteration 82Q (143324.320000 sec): 3 clusters
  Score: Raw -680751.949270 + Penalty 2914.065750 = -677837.883520
  nChanged 11
		SP:Iteration 83Q (143324.510000 sec): 3 clusters
  Score: Raw -680754.972468 + Penalty 2914.065750 = -677840.906717
  nChanged 18
		SP:Iteration 84Q (143324.710000 sec): 3 clusters
  Score: Raw -680758.507508 + Penalty 2914.065750 = -677844.441758
  nChanged 17
		SP:Iteration 85Q (143324.910000 sec): 3 clusters
  Score: Raw -680761.658316 + Penalty 2914.065750 = -677847.592566
  nChanged 14
		SP:Iteration 86Q (143325.110000 sec): 3 clusters
  Score: Raw -680764.544734 + Penalty 2914.065750 = -677850.478983
  nChanged 12
		SP:Iteration 87Q (143325.310000 sec): 3 clusters
  Score: Raw -680766.393346 + Penalty 2914.065750 = -677852.327596
  nChanged 12
		SP:Iteration 88Q (143325.500000 sec): 3 clusters
  Score: Raw -680768.153378 + Penalty 2914.065750 = -677854.087628
  nChanged 11
		SP:Iteration 89Q (143325.700000 sec): 3 clusters
  Score: Raw -680771.414882 + Penalty 2914.065750 = -677857.349131
  nChanged 12
		SP:Iteration 90Q (143325.900000 sec): 3 clusters
  Score: Raw -680774.963359 + Penalty 2914.065750 = -677860.897609
  nChanged 15
		SP:Iteration 91Q (143326.020000 sec): 3 clusters
  Score: Raw -680778.220618 + Penalty 2914.065750 = -677864.154868
  nChanged 13
		SP:Iteration 92Q (143326.130000 sec): 3 clusters
  Score: Raw -680781.254699 + Penalty 2914.065750 = -677867.188949
  nChanged 13
		SP:Iteration 93Q (143326.330000 sec): 3 clusters
  Score: Raw -680784.592863 + Penalty 2914.065750 = -677870.527113
  nChanged 15
		SP:Iteration 94Q (143326.530000 sec): 3 clusters
  Score: Raw -680788.284145 + Penalty 2914.065750 = -677874.218394
  nChanged 14
		SP:Iteration 95Q (143326.720000 sec): 3 clusters
  Score: Raw -680791.250213 + Penalty 2914.065750 = -677877.184463
  nChanged 11
		SP:Iteration 96Q (143326.920000 sec): 3 clusters
  Score: Raw -680793.775995 + Penalty 2914.065750 = -677879.710245
  nChanged 13
		SP:Iteration 97Q (143327.110000 sec): 3 clusters
  Score: Raw -680797.302956 + Penalty 2914.065750 = -677883.237206
  nChanged 13
		SP:Iteration 98Q (143327.240000 sec): 3 clusters
  Score: Raw -680800.028398 + Penalty 2914.065750 = -677885.962648
  nChanged 11
		SP:Iteration 99Q (143327.350000 sec): 3 clusters
  Score: Raw -680802.480184 + Penalty 2914.065750 = -677888.414433
  nChanged 13
		SP:Iteration 100F (143327.470000 sec): 3 clusters
  Score: Raw -680806.724960 + Penalty 2914.065750 = -677892.659209
  nChanged 14
		SP:Iteration 101Q (143327.590000 sec): 3 clusters
  Score: Raw -680810.441113 + Penalty 2914.065750 = -677896.375363
  nChanged 9
		SP:Iteration 102Q (143327.710000 sec): 3 clusters
  Score: Raw -680813.206259 + Penalty 2914.065750 = -677899.140509
  nChanged 9
		SP:Iteration 103Q (143327.830000 sec): 3 clusters
  Score: Raw -680815.538659 + Penalty 2914.065750 = -677901.472909
  nChanged 7
		SP:Iteration 104Q (143328.040000 sec): 3 clusters
  Score: Raw -680816.561790 + Penalty 2914.065750 = -677902.496040
  nChanged 5
		SP:Iteration 105Q (143328.240000 sec): 3 clusters
  Score: Raw -680817.496243 + Penalty 2914.065750 = -677903.430493
  nChanged 8
		SP:Iteration 106Q (143328.430000 sec): 3 clusters
  Score: Raw -680819.501511 + Penalty 2914.065750 = -677905.435761
  nChanged 11
		SP:Iteration 107Q (143328.640000 sec): 3 clusters
  Score: Raw -680822.524713 + Penalty 2914.065750 = -677908.458962
  nChanged 16
		SP:Iteration 108Q (143328.840000 sec): 3 clusters
  Score: Raw -680825.617857 + Penalty 2914.065750 = -677911.552107
  nChanged 13
		SP:Iteration 109Q (143329.040000 sec): 3 clusters
  Score: Raw -680828.109013 + Penalty 2914.065750 = -677914.043263
  nChanged 13
		SP:Iteration 110Q (143329.230000 sec): 3 clusters
  Score: Raw -680831.785467 + Penalty 2914.065750 = -677917.719717
  nChanged 8
		SP:Iteration 111Q (143329.430000 sec): 3 clusters
  Score: Raw -680834.344224 + Penalty 2914.065750 = -677920.278473
  nChanged 10
		SP:Iteration 112Q (143329.630000 sec): 3 clusters
  Score: Raw -680837.343571 + Penalty 2914.065750 = -677923.277821
  nChanged 10
		SP:Iteration 113Q (143329.830000 sec): 3 clusters
  Score: Raw -680840.608391 + Penalty 2914.065750 = -677926.542640
  nChanged 17
		SP:Iteration 114Q (143330.030000 sec): 3 clusters
  Score: Raw -680845.778302 + Penalty 2914.065750 = -677931.712551
  nChanged 13
		SP:Iteration 115Q (143330.230000 sec): 3 clusters
  Score: Raw -680849.188019 + Penalty 2914.065750 = -677935.122269
  nChanged 16
		SP:Iteration 116Q (143330.430000 sec): 3 clusters
  Score: Raw -680853.424521 + Penalty 2914.065750 = -677939.358771
  nChanged 18
		SP:Iteration 117Q (143330.630000 sec): 3 clusters
  Score: Raw -680857.801747 + Penalty 2914.065750 = -677943.735997
  nChanged 14
		SP:Iteration 118Q (143330.830000 sec): 3 clusters
  Score: Raw -680861.538919 + Penalty 2914.065750 = -677947.473169
  nChanged 16
		SP:Iteration 119Q (143331.030000 sec): 3 clusters
  Score: Raw -680864.911382 + Penalty 2914.065750 = -677950.845632
  nChanged 13
		SP:Iteration 120F (143331.230000 sec): 3 clusters
  Score: Raw -680869.356357 + Penalty 2914.065750 = -677955.290607
  nChanged 22
		SP:Iteration 121Q (143331.430000 sec): 3 clusters
  Score: Raw -680875.573585 + Penalty 2914.065750 = -677961.507835
  nChanged 13
		SP:Iteration 122Q (143331.630000 sec): 3 clusters
  Score: Raw -680880.647083 + Penalty 2914.065750 = -677966.581332
  nChanged 21
		SP:Iteration 123Q (143331.830000 sec): 3 clusters
  Score: Raw -680888.078035 + Penalty 2914.065750 = -677974.012285
  nChanged 20
		SP:Iteration 124Q (143332.030000 sec): 3 clusters
  Score: Raw -680896.295615 + Penalty 2914.065750 = -677982.229865
  nChanged 29
		SP:Iteration 125Q (143332.230000 sec): 3 clusters
  Score: Raw -680908.518361 + Penalty 2914.065750 = -677994.452611
  nChanged 23
		SP:Iteration 126Q (143332.420000 sec): 3 clusters
  Score: Raw -680920.090929 + Penalty 2914.065750 = -678006.025179
  nChanged 32
		SP:Iteration 127Q (143332.620000 sec): 3 clusters
  Score: Raw -680933.637027 + Penalty 2914.065750 = -678019.571276
  nChanged 35
		SP:Iteration 128Q (143332.820000 sec): 3 clusters
  Score: Raw -680951.416660 + Penalty 2914.065750 = -678037.350910
  nChanged 37
		SP:Iteration 129Q (143333.020000 sec): 3 clusters
  Score: Raw -680967.407468 + Penalty 2914.065750 = -678053.341718
  nChanged 36
		SP:Iteration 130Q (143333.220000 sec): 3 clusters
  Score: Raw -680982.890740 + Penalty 2914.065750 = -678068.824989
  nChanged 34
		SP:Iteration 131Q (143333.420000 sec): 3 clusters
  Score: Raw -680997.049628 + Penalty 2914.065750 = -678082.983878
  nChanged 33
		SP:Iteration 132Q (143333.620000 sec): 3 clusters
  Score: Raw -681010.439895 + Penalty 2914.065750 = -678096.374144
  nChanged 32
		SP:Iteration 133Q (143333.860000 sec): 3 clusters
  Score: Raw -681025.415153 + Penalty 2914.065750 = -678111.349403
  nChanged 29
		SP:Iteration 134Q (143334.000000 sec): 3 clusters
  Score: Raw -681040.537302 + Penalty 2914.065750 = -678126.471552
  nChanged 30
		SP:Iteration 135Q (143334.120000 sec): 3 clusters
  Score: Raw -681050.689851 + Penalty 2914.065750 = -678136.624101
  nChanged 26
		SP:Iteration 136Q (143334.240000 sec): 3 clusters
  Score: Raw -681057.206840 + Penalty 2914.065750 = -678143.141090
  nChanged 19
		SP:Iteration 137Q (143334.370000 sec): 3 clusters
  Score: Raw -681062.321767 + Penalty 2914.065750 = -678148.256017
  nChanged 15
		SP:Iteration 138Q (143334.500000 sec): 3 clusters
  Score: Raw -681066.167749 + Penalty 2914.065750 = -678152.101999
  nChanged 7
		SP:Iteration 139Q (143334.620000 sec): 3 clusters
  Score: Raw -681070.338455 + Penalty 2914.065750 = -678156.272704
  nChanged 9
		SP:Iteration 140F (143334.810000 sec): 3 clusters
  Score: Raw -681074.583204 + Penalty 2914.065750 = -678160.517454
  nChanged 10
		SP:Iteration 141Q (143334.920000 sec): 3 clusters
  Score: Raw -681077.315578 + Penalty 2914.065750 = -678163.249828
  nChanged 6
		SP:Iteration 142Q (143335.040000 sec): 3 clusters
  Score: Raw -681079.581762 + Penalty 2914.065750 = -678165.516011
  nChanged 6
		SP:Iteration 143Q (143335.150000 sec): 3 clusters
  Score: Raw -681081.626525 + Penalty 2914.065750 = -678167.560775
  nChanged 1
		SP:Iteration 144Q (143335.260000 sec): 3 clusters
  Score: Raw -681081.932383 + Penalty 2914.065750 = -678167.866633
  nChanged 2
		SP:Iteration 145Q (143335.380000 sec): 3 clusters
  Score: Raw -681082.357953 + Penalty 2914.065750 = -678168.292203
  nChanged 3
		SP:Iteration 146Q (143335.500000 sec): 3 clusters
  Score: Raw -681083.232230 + Penalty 2914.065750 = -678169.166479
  nChanged 2
		SP:Iteration 147Q (143335.700000 sec): 3 clusters
  Score: Raw -681083.775107 + Penalty 2914.065750 = -678169.709357
  nChanged 3
		SP:Iteration 148Q (143335.890000 sec): 3 clusters
  Score: Raw -681084.399616 + Penalty 2914.065750 = -678170.333866
  nChanged 1
		SP:Iteration 149Q (143336.080000 sec): 3 clusters
  Score: Raw -681084.656676 + Penalty 2914.065750 = -678170.590926
  nChanged 2
		SP:Iteration 150Q (143336.270000 sec): 3 clusters
  Score: Raw -681084.922149 + Penalty 2914.065750 = -678170.856398
  nChanged 1
		SP:Iteration 151Q (143336.500000 sec): 3 clusters
  Score: Raw -681085.142096 + Penalty 2914.065750 = -678171.076346
  nChanged 1
		SP:Iteration 152Q (143336.620000 sec): 3 clusters
  Score: Raw -681085.694545 + Penalty 2914.065750 = -678171.628795
  nChanged 1
		SP:Iteration 153Q (143336.720000 sec): 3 clusters
  Score: Raw -681086.159245 + Penalty 2914.065750 = -678172.093494
  nChanged 1
		SP:Iteration 154Q (143336.840000 sec): 3 clusters
  Score: Raw -681086.266153 + Penalty 2914.065750 = -678172.200403
  nChanged 1
		SP:Iteration 155Q (143336.950000 sec): 3 clusters
  Score: Raw -681086.446039 + Penalty 2914.065750 = -678172.380289
  nChanged 0
		SP:Iteration 156F (143337.070000 sec): 3 clusters
  Score: Raw -681086.446039 + Penalty 2914.065750 = -678172.380289
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143337.220000 sec): 2 clusters
  Score: Raw -372489.025936 + Penalty 1365.034098 = -371123.991838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143337.360000 sec): 3 clusters
  Score: Raw -370236.338830 + Penalty 2730.068197 = -367506.270634
  nChanged 1773
		SP:Iteration 1F (143337.540000 sec): 3 clusters
  Score: Raw -371640.844956 + Penalty 2730.068197 = -368910.776760
  nChanged 527
		SP:Iteration 2F (143337.710000 sec): 3 clusters
  Score: Raw -372335.246461 + Penalty 2730.068197 = -369605.178265
  nChanged 455
		SP:Iteration 3F (143337.890000 sec): 3 clusters
  Score: Raw -372812.113772 + Penalty 2730.068197 = -370082.045575
  nChanged 277
		SP:Iteration 4F (143338.060000 sec): 3 clusters
  Score: Raw -373059.010681 + Penalty 2730.068197 = -370328.942484
  nChanged 166
		SP:Iteration 5Q (143338.240000 sec): 3 clusters
  Score: Raw -373181.348595 + Penalty 2730.068197 = -370451.280398
  nChanged 108
		SP:Iteration 6Q (143338.420000 sec): 3 clusters
  Score: Raw -373250.875958 + Penalty 2730.068197 = -370520.807762
  nChanged 79
		SP:Iteration 7Q (143338.590000 sec): 3 clusters
  Score: Raw -373286.088532 + Penalty 2730.068197 = -370556.020335
  nChanged 48
		SP:Iteration 8Q (143338.770000 sec): 3 clusters
  Score: Raw -373308.452146 + Penalty 2730.068197 = -370578.383949
  nChanged 37
		SP:Iteration 9Q (143338.940000 sec): 3 clusters
  Score: Raw -373320.816139 + Penalty 2730.068197 = -370590.747942
  nChanged 21
		SP:Iteration 10Q (143339.120000 sec): 3 clusters
  Score: Raw -373327.549372 + Penalty 2730.068197 = -370597.481176
  nChanged 19
		SP:Iteration 11Q (143339.300000 sec): 3 clusters
  Score: Raw -373333.486578 + Penalty 2730.068197 = -370603.418381
  nChanged 15
		SP:Iteration 12Q (143339.470000 sec): 3 clusters
  Score: Raw -373338.017148 + Penalty 2730.068197 = -370607.948952
  nChanged 19
		SP:Iteration 13Q (143339.650000 sec): 3 clusters
  Score: Raw -373343.348832 + Penalty 2730.068197 = -370613.280636
  nChanged 10
		SP:Iteration 14Q (143339.820000 sec): 3 clusters
  Score: Raw -373346.509385 + Penalty 2730.068197 = -370616.441189
  nChanged 10
		SP:Iteration 15Q (143340.000000 sec): 3 clusters
  Score: Raw -373349.428487 + Penalty 2730.068197 = -370619.360290
  nChanged 9
		SP:Iteration 16Q (143340.170000 sec): 3 clusters
  Score: Raw -373351.598612 + Penalty 2730.068197 = -370621.530415
  nChanged 8
		SP:Iteration 17Q (143340.350000 sec): 3 clusters
  Score: Raw -373354.048208 + Penalty 2730.068197 = -370623.980011
  nChanged 10
		SP:Iteration 18Q (143340.520000 sec): 3 clusters
  Score: Raw -373356.908957 + Penalty 2730.068197 = -370626.840760
  nChanged 4
		SP:Iteration 19Q (143340.700000 sec): 3 clusters
  Score: Raw -373358.174199 + Penalty 2730.068197 = -370628.106003
  nChanged 2
		SP:Iteration 20F (143340.880000 sec): 3 clusters
  Score: Raw -373358.738331 + Penalty 2730.068197 = -370628.670134
  nChanged 3
		SP:Iteration 21Q (143341.050000 sec): 3 clusters
  Score: Raw -373359.596419 + Penalty 2730.068197 = -370629.528222
  nChanged 1
		SP:Iteration 22Q (143341.230000 sec): 3 clusters
  Score: Raw -373360.130965 + Penalty 2730.068197 = -370630.062769
  nChanged 1
		SP:Iteration 23Q (143341.400000 sec): 3 clusters
  Score: Raw -373360.273607 + Penalty 2730.068197 = -370630.205411
  nChanged 0
		SP:Iteration 24F (143341.580000 sec): 3 clusters
  Score: Raw -373360.273607 + Penalty 2730.068197 = -370630.205411
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143341.660000 sec): 2 clusters
  Score: Raw -231836.321331 + Penalty 1271.342464 = -230564.978867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143341.830000 sec): 3 clusters
  Score: Raw -230679.803532 + Penalty 2542.684928 = -228137.118605
  nChanged 931
		SP:Iteration 1F (143342.010000 sec): 3 clusters
  Score: Raw -231347.221517 + Penalty 2542.684928 = -228804.536589
  nChanged 238
		SP:Iteration 2F (143342.130000 sec): 3 clusters
  Score: Raw -231571.375817 + Penalty 2542.684928 = -229028.690889
  nChanged 178
		SP:Iteration 3F (143342.170000 sec): 3 clusters
  Score: Raw -231711.928025 + Penalty 2542.684928 = -229169.243098
  nChanged 118
		SP:Iteration 4Q (143342.220000 sec): 3 clusters
  Score: Raw -231820.574053 + Penalty 2542.684928 = -229277.889125
  nChanged 108
		SP:Iteration 5Q (143342.270000 sec): 3 clusters
  Score: Raw -231914.284376 + Penalty 2542.684928 = -229371.599449
  nChanged 90
		SP:Iteration 6Q (143342.320000 sec): 3 clusters
  Score: Raw -232007.972002 + Penalty 2542.684928 = -229465.287075
  nChanged 68
		SP:Iteration 7Q (143342.370000 sec): 3 clusters
  Score: Raw -232062.750295 + Penalty 2542.684928 = -229520.065367
  nChanged 58
		SP:Iteration 8Q (143342.420000 sec): 3 clusters
  Score: Raw -232113.866968 + Penalty 2542.684928 = -229571.182041
  nChanged 51
		SP:Iteration 9Q (143342.470000 sec): 3 clusters
  Score: Raw -232152.272293 + Penalty 2542.684928 = -229609.587366
  nChanged 41
		SP:Iteration 10Q (143342.520000 sec): 3 clusters
  Score: Raw -232191.412842 + Penalty 2542.684928 = -229648.727914
  nChanged 42
		SP:Iteration 11Q (143342.570000 sec): 3 clusters
  Score: Raw -232229.081339 + Penalty 2542.684928 = -229686.396412
  nChanged 39
		SP:Iteration 12Q (143342.620000 sec): 3 clusters
  Score: Raw -232269.284405 + Penalty 2542.684928 = -229726.599477
  nChanged 49
		SP:Iteration 13Q (143342.710000 sec): 3 clusters
  Score: Raw -232314.753135 + Penalty 2542.684928 = -229772.068207
  nChanged 40
		SP:Iteration 14Q (143342.890000 sec): 3 clusters
  Score: Raw -232346.109583 + Penalty 2542.684928 = -229803.424656
  nChanged 31
		SP:Iteration 15Q (143343.060000 sec): 3 clusters
  Score: Raw -232368.817274 + Penalty 2542.684928 = -229826.132346
  nChanged 32
		SP:Iteration 16Q (143343.240000 sec): 3 clusters
  Score: Raw -232387.286735 + Penalty 2542.684928 = -229844.601807
  nChanged 26
		SP:Iteration 17Q (143343.410000 sec): 3 clusters
  Score: Raw -232402.432101 + Penalty 2542.684928 = -229859.747173
  nChanged 21
		SP:Iteration 18Q (143343.590000 sec): 3 clusters
  Score: Raw -232414.250321 + Penalty 2542.684928 = -229871.565393
  nChanged 14
		SP:Iteration 19Q (143343.770000 sec): 3 clusters
  Score: Raw -232421.499142 + Penalty 2542.684928 = -229878.814215
  nChanged 9
		SP:Iteration 20F (143343.940000 sec): 3 clusters
  Score: Raw -232425.879104 + Penalty 2542.684928 = -229883.194176
  nChanged 10
		SP:Iteration 21Q (143344.110000 sec): 3 clusters
  Score: Raw -232430.914009 + Penalty 2542.684928 = -229888.229081
  nChanged 9
		SP:Iteration 22Q (143344.290000 sec): 3 clusters
  Score: Raw -232436.155072 + Penalty 2542.684928 = -229893.470144
  nChanged 8
		SP:Iteration 23Q (143344.470000 sec): 3 clusters
  Score: Raw -232440.249506 + Penalty 2542.684928 = -229897.564578
  nChanged 6
		SP:Iteration 24Q (143344.640000 sec): 3 clusters
  Score: Raw -232442.981002 + Penalty 2542.684928 = -229900.296075
  nChanged 3
		SP:Iteration 25Q (143344.820000 sec): 3 clusters
  Score: Raw -232444.271260 + Penalty 2542.684928 = -229901.586333
  nChanged 2
		SP:Iteration 26Q (143344.990000 sec): 3 clusters
  Score: Raw -232445.853345 + Penalty 2542.684928 = -229903.168418
  nChanged 4
		SP:Iteration 27Q (143345.170000 sec): 3 clusters
  Score: Raw -232447.595269 + Penalty 2542.684928 = -229904.910342
  nChanged 5
		SP:Iteration 28Q (143345.350000 sec): 3 clusters
  Score: Raw -232449.623804 + Penalty 2542.684928 = -229906.938876
  nChanged 1
		SP:Iteration 29Q (143345.520000 sec): 3 clusters
  Score: Raw -232450.267500 + Penalty 2542.684928 = -229907.582573
  nChanged 2
		SP:Iteration 30Q (143345.700000 sec): 3 clusters
  Score: Raw -232451.227796 + Penalty 2542.684928 = -229908.542869
  nChanged 1
		SP:Iteration 31Q (143345.870000 sec): 3 clusters
  Score: Raw -232451.490452 + Penalty 2542.684928 = -229908.805524
  nChanged 1
		SP:Iteration 32Q (143346.050000 sec): 3 clusters
  Score: Raw -232451.915960 + Penalty 2542.684928 = -229909.231032
  nChanged 1
		SP:Iteration 33Q (143346.230000 sec): 3 clusters
  Score: Raw -232452.474166 + Penalty 2542.684928 = -229909.789239
  nChanged 0
		SP:Iteration 34F (143346.400000 sec): 3 clusters
  Score: Raw -232452.474166 + Penalty 2542.684928 = -229909.789239
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (6358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143346.520000 sec): 2 clusters
  Score: Raw -620851.200741 + Penalty 1423.088735 = -619428.112005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143346.690000 sec): 3 clusters
  Score: Raw -617471.185717 + Penalty 2846.177471 = -614625.008246
  nChanged 2649
		SP:Iteration 1F (143346.900000 sec): 3 clusters
  Score: Raw -619016.793473 + Penalty 2846.177471 = -616170.616002
  nChanged 442
		SP:Iteration 2F (143347.070000 sec): 3 clusters
  Score: Raw -619259.977526 + Penalty 2846.177471 = -616413.800055
  nChanged 330
		SP:Iteration 3F (143347.260000 sec): 3 clusters
  Score: Raw -619437.344128 + Penalty 2846.177471 = -616591.166657
  nChanged 302
		SP:Iteration 4Q (143347.420000 sec): 3 clusters
  Score: Raw -619605.794944 + Penalty 2846.177471 = -616759.617473
  nChanged 277
		SP:Iteration 5Q (143347.600000 sec): 3 clusters
  Score: Raw -619741.258205 + Penalty 2846.177471 = -616895.080734
  nChanged 251
		SP:Iteration 6Q (143347.790000 sec): 3 clusters
  Score: Raw -619882.007001 + Penalty 2846.177471 = -617035.829530
  nChanged 265
		SP:Iteration 7Q (143347.990000 sec): 3 clusters
  Score: Raw -620017.309156 + Penalty 2846.177471 = -617171.131685
  nChanged 230
		SP:Iteration 8Q (143348.180000 sec): 3 clusters
  Score: Raw -620141.781506 + Penalty 2846.177471 = -617295.604035
  nChanged 252
		SP:Iteration 9Q (143348.320000 sec): 3 clusters
  Score: Raw -620280.681455 + Penalty 2846.177471 = -617434.503984
  nChanged 225
		SP:Iteration 10Q (143348.490000 sec): 3 clusters
  Score: Raw -620395.506774 + Penalty 2846.177471 = -617549.329303
  nChanged 182
		SP:Iteration 11Q (143348.650000 sec): 3 clusters
  Score: Raw -620500.361536 + Penalty 2846.177471 = -617654.184065
  nChanged 163
		SP:Iteration 12Q (143348.820000 sec): 3 clusters
  Score: Raw -620592.603903 + Penalty 2846.177471 = -617746.426432
  nChanged 136
		SP:Iteration 13Q (143348.990000 sec): 3 clusters
  Score: Raw -620672.115607 + Penalty 2846.177471 = -617825.938136
  nChanged 107
		SP:Iteration 14Q (143349.150000 sec): 3 clusters
  Score: Raw -620734.401079 + Penalty 2846.177471 = -617888.223608
  nChanged 82
		SP:Iteration 15Q (143349.320000 sec): 3 clusters
  Score: Raw -620778.721679 + Penalty 2846.177471 = -617932.544208
  nChanged 72
		SP:Iteration 16Q (143349.480000 sec): 3 clusters
  Score: Raw -620818.649042 + Penalty 2846.177471 = -617972.471571
  nChanged 58
		SP:Iteration 17Q (143349.650000 sec): 3 clusters
  Score: Raw -620857.928243 + Penalty 2846.177471 = -618011.750772
  nChanged 55
		SP:Iteration 18Q (143349.820000 sec): 3 clusters
  Score: Raw -620888.732993 + Penalty 2846.177471 = -618042.555522
  nChanged 44
		SP:Iteration 19Q (143349.980000 sec): 3 clusters
  Score: Raw -620919.928137 + Penalty 2846.177471 = -618073.750666
  nChanged 38
		SP:Iteration 20F (143350.150000 sec): 3 clusters
  Score: Raw -620945.216353 + Penalty 2846.177471 = -618099.038882
  nChanged 27
		SP:Iteration 21Q (143350.360000 sec): 3 clusters
  Score: Raw -620963.915415 + Penalty 2846.177471 = -618117.737944
  nChanged 31
		SP:Iteration 22Q (143350.520000 sec): 3 clusters
  Score: Raw -620984.949476 + Penalty 2846.177471 = -618138.772005
  nChanged 26
		SP:Iteration 23Q (143350.690000 sec): 3 clusters
  Score: Raw -621004.885860 + Penalty 2846.177471 = -618158.708389
  nChanged 23
		SP:Iteration 24Q (143350.860000 sec): 3 clusters
  Score: Raw -621019.206453 + Penalty 2846.177471 = -618173.028982
  nChanged 22
		SP:Iteration 25Q (143351.020000 sec): 3 clusters
  Score: Raw -621033.009849 + Penalty 2846.177471 = -618186.832378
  nChanged 12
		SP:Iteration 26Q (143351.190000 sec): 3 clusters
  Score: Raw -621042.387349 + Penalty 2846.177471 = -618196.209878
  nChanged 13
		SP:Iteration 27Q (143351.340000 sec): 3 clusters
  Score: Raw -621051.578439 + Penalty 2846.177471 = -618205.400968
  nChanged 11
		SP:Iteration 28Q (143351.430000 sec): 3 clusters
  Score: Raw -621060.089541 + Penalty 2846.177471 = -618213.912070
  nChanged 8
		SP:Iteration 29Q (143351.530000 sec): 3 clusters
  Score: Raw -621064.358890 + Penalty 2846.177471 = -618218.181419
  nChanged 7
		SP:Iteration 30Q (143351.620000 sec): 3 clusters
  Score: Raw -621068.550443 + Penalty 2846.177471 = -618222.372972
  nChanged 5
		SP:Iteration 31Q (143351.810000 sec): 3 clusters
  Score: Raw -621071.476193 + Penalty 2846.177471 = -618225.298722
  nChanged 3
		SP:Iteration 32Q (143352.020000 sec): 3 clusters
  Score: Raw -621073.935276 + Penalty 2846.177471 = -618227.757805
  nChanged 5
		SP:Iteration 33Q (143352.190000 sec): 3 clusters
  Score: Raw -621078.277307 + Penalty 2846.177471 = -618232.099836
  nChanged 4
		SP:Iteration 34Q (143352.370000 sec): 3 clusters
  Score: Raw -621081.281668 + Penalty 2846.177471 = -618235.104197
  nChanged 2
		SP:Iteration 35Q (143352.540000 sec): 3 clusters
  Score: Raw -621082.524677 + Penalty 2846.177471 = -618236.347206
  nChanged 1
		SP:Iteration 36Q (143352.600000 sec): 3 clusters
  Score: Raw -621083.121530 + Penalty 2846.177471 = -618236.944059
  nChanged 1
		SP:Iteration 37Q (143352.710000 sec): 3 clusters
  Score: Raw -621083.690520 + Penalty 2846.177471 = -618237.513049
  nChanged 2
		SP:Iteration 38Q (143352.900000 sec): 3 clusters
  Score: Raw -621084.662996 + Penalty 2846.177471 = -618238.485525
  nChanged 1
		SP:Iteration 39Q (143353.060000 sec): 3 clusters
  Score: Raw -621085.202694 + Penalty 2846.177471 = -618239.025223
  nChanged 0
		SP:Iteration 40F (143353.230000 sec): 3 clusters
  Score: Raw -621085.202694 + Penalty 2846.177471 = -618239.025223
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143353.310000 sec): 2 clusters
  Score: Raw -59373.073392 + Penalty 1114.346035 = -58258.727356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143353.490000 sec): 3 clusters
  Score: Raw -59095.506197 + Penalty 2228.692070 = -56866.814126
  nChanged 303
		SP:Iteration 1F (143353.660000 sec): 3 clusters
  Score: Raw -59465.788802 + Penalty 2228.692070 = -57237.096731
  nChanged 89
		SP:Iteration 2F (143353.840000 sec): 3 clusters
  Score: Raw -59625.000231 + Penalty 2228.692070 = -57396.308160
  nChanged 69
		SP:Iteration 3F (143354.020000 sec): 3 clusters
  Score: Raw -59739.267913 + Penalty 2228.692070 = -57510.575842
  nChanged 49
		SP:Iteration 4F (143354.190000 sec): 3 clusters
  Score: Raw -59814.273240 + Penalty 2228.692070 = -57585.581170
  nChanged 31
		SP:Iteration 5Q (143354.370000 sec): 3 clusters
  Score: Raw -59872.120057 + Penalty 2228.692070 = -57643.427987
  nChanged 29
		SP:Iteration 6Q (143354.380000 sec): 3 clusters
  Score: Raw -59915.794880 + Penalty 2228.692070 = -57687.102810
  nChanged 18
		SP:Iteration 7Q (143354.400000 sec): 3 clusters
  Score: Raw -59934.883043 + Penalty 2228.692070 = -57706.190973
  nChanged 9
		SP:Iteration 8Q (143354.430000 sec): 3 clusters
  Score: Raw -59944.023641 + Penalty 2228.692070 = -57715.331571
  nChanged 8
		SP:Iteration 9Q (143354.460000 sec): 3 clusters
  Score: Raw -59952.173128 + Penalty 2228.692070 = -57723.481057
  nChanged 4
		SP:Iteration 10Q (143354.480000 sec): 3 clusters
  Score: Raw -59965.366972 + Penalty 2228.692070 = -57736.674902
  nChanged 5
		SP:Iteration 11Q (143354.500000 sec): 3 clusters
  Score: Raw -59974.104379 + Penalty 2228.692070 = -57745.412308
  nChanged 7
		SP:Iteration 12Q (143354.530000 sec): 3 clusters
  Score: Raw -59984.729216 + Penalty 2228.692070 = -57756.037146
  nChanged 10
		SP:Iteration 13Q (143354.550000 sec): 3 clusters
  Score: Raw -59994.180100 + Penalty 2228.692070 = -57765.488030
  nChanged 7
		SP:Iteration 14Q (143354.580000 sec): 3 clusters
  Score: Raw -59998.943375 + Penalty 2228.692070 = -57770.251304
  nChanged 5
		SP:Iteration 15Q (143354.600000 sec): 3 clusters
  Score: Raw -60004.337249 + Penalty 2228.692070 = -57775.645179
  nChanged 5
		SP:Iteration 16Q (143354.620000 sec): 3 clusters
  Score: Raw -60007.106841 + Penalty 2228.692070 = -57778.414771
  nChanged 2
		SP:Iteration 17Q (143354.650000 sec): 3 clusters
  Score: Raw -60008.038339 + Penalty 2228.692070 = -57779.346269
  nChanged 1
		SP:Iteration 18Q (143354.680000 sec): 3 clusters
  Score: Raw -60008.292535 + Penalty 2228.692070 = -57779.600464
  nChanged 1
		SP:Iteration 19Q (143354.700000 sec): 3 clusters
  Score: Raw -60011.584936 + Penalty 2228.692070 = -57782.892865
  nChanged 2
		SP:Iteration 20F (143354.720000 sec): 3 clusters
  Score: Raw -60014.376047 + Penalty 2228.692070 = -57785.683977
  nChanged 2
		SP:Iteration 21Q (143354.750000 sec): 3 clusters
  Score: Raw -60016.781203 + Penalty 2228.692070 = -57788.089132
  nChanged 0
		SP:Iteration 22F (143354.770000 sec): 3 clusters
  Score: Raw -60016.781203 + Penalty 2228.692070 = -57788.089132
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (4891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143354.900000 sec): 2 clusters
  Score: Raw -350191.341157 + Penalty 1380.462210 = -348810.878947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143355.090000 sec): 3 clusters
  Score: Raw -347653.888601 + Penalty 2760.924420 = -344892.964182
  nChanged 1945
		SP:Iteration 1F (143355.240000 sec): 3 clusters
  Score: Raw -348885.257750 + Penalty 2760.924420 = -346124.333330
  nChanged 478
		SP:Iteration 2F (143355.450000 sec): 3 clusters
  Score: Raw -349318.219835 + Penalty 2760.924420 = -346557.295416
  nChanged 400
		SP:Iteration 3F (143355.540000 sec): 3 clusters
  Score: Raw -349691.230317 + Penalty 2760.924420 = -346930.305897
  nChanged 348
		SP:Iteration 4F (143355.640000 sec): 3 clusters
  Score: Raw -349976.205835 + Penalty 2760.924420 = -347215.281415
  nChanged 265
		SP:Iteration 5F (143355.730000 sec): 3 clusters
  Score: Raw -350152.516268 + Penalty 2760.924420 = -347391.591848
  nChanged 178
		SP:Iteration 6Q (143355.830000 sec): 3 clusters
  Score: Raw -350254.590770 + Penalty 2760.924420 = -347493.666351
  nChanged 152
		SP:Iteration 7Q (143355.920000 sec): 3 clusters
  Score: Raw -350342.645375 + Penalty 2760.924420 = -347581.720956
  nChanged 104
		SP:Iteration 8Q (143356.020000 sec): 3 clusters
  Score: Raw -350408.822280 + Penalty 2760.924420 = -347647.897860
  nChanged 88
		SP:Iteration 9Q (143356.110000 sec): 3 clusters
  Score: Raw -350478.489228 + Penalty 2760.924420 = -347717.564808
  nChanged 85
		SP:Iteration 10Q (143356.310000 sec): 3 clusters
  Score: Raw -350537.860297 + Penalty 2760.924420 = -347776.935878
  nChanged 80
		SP:Iteration 11Q (143356.470000 sec): 3 clusters
  Score: Raw -350580.320237 + Penalty 2760.924420 = -347819.395817
  nChanged 59
		SP:Iteration 12Q (143356.630000 sec): 3 clusters
  Score: Raw -350610.943148 + Penalty 2760.924420 = -347850.018728
  nChanged 57
		SP:Iteration 13Q (143356.800000 sec): 3 clusters
  Score: Raw -350633.671023 + Penalty 2760.924420 = -347872.746603
  nChanged 35
		SP:Iteration 14Q (143356.960000 sec): 3 clusters
  Score: Raw -350650.719545 + Penalty 2760.924420 = -347889.795126
  nChanged 32
		SP:Iteration 15Q (143357.120000 sec): 3 clusters
  Score: Raw -350668.442448 + Penalty 2760.924420 = -347907.518028
  nChanged 35
		SP:Iteration 16Q (143357.290000 sec): 3 clusters
  Score: Raw -350682.430050 + Penalty 2760.924420 = -347921.505630
  nChanged 24
		SP:Iteration 17Q (143357.450000 sec): 3 clusters
  Score: Raw -350689.309865 + Penalty 2760.924420 = -347928.385445
  nChanged 17
		SP:Iteration 18Q (143357.620000 sec): 3 clusters
  Score: Raw -350694.351174 + Penalty 2760.924420 = -347933.426754
  nChanged 11
		SP:Iteration 19Q (143357.800000 sec): 3 clusters
  Score: Raw -350698.599322 + Penalty 2760.924420 = -347937.674902
  nChanged 12
		SP:Iteration 20F (143357.970000 sec): 3 clusters
  Score: Raw -350701.319052 + Penalty 2760.924420 = -347940.394632
  nChanged 10
		SP:Iteration 21Q (143358.150000 sec): 3 clusters
  Score: Raw -350703.792374 + Penalty 2760.924420 = -347942.867955
  nChanged 4
		SP:Iteration 22Q (143358.330000 sec): 3 clusters
  Score: Raw -350704.400018 + Penalty 2760.924420 = -347943.475598
  nChanged 2
		SP:Iteration 23Q (143358.500000 sec): 3 clusters
  Score: Raw -350704.634196 + Penalty 2760.924420 = -347943.709777
  nChanged 1
		SP:Iteration 24Q (143358.680000 sec): 3 clusters
  Score: Raw -350704.821338 + Penalty 2760.924420 = -347943.896919
  nChanged 0
		SP:Iteration 25F (143358.850000 sec): 3 clusters
  Score: Raw -350704.821338 + Penalty 2760.924420 = -347943.896919
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (2951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143358.920000 sec): 2 clusters
  Score: Raw -249960.947784 + Penalty 1298.358648 = -248662.589135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143359.100000 sec): 3 clusters
  Score: Raw -248559.106836 + Penalty 2596.717297 = -245962.389540
  nChanged 1129
		SP:Iteration 1F (143359.270000 sec): 3 clusters
  Score: Raw -249272.129927 + Penalty 2596.717297 = -246675.412630
  nChanged 256
		SP:Iteration 2F (143359.450000 sec): 3 clusters
  Score: Raw -249502.726779 + Penalty 2596.717297 = -246906.009483
  nChanged 207
		SP:Iteration 3F (143359.630000 sec): 3 clusters
  Score: Raw -249726.205786 + Penalty 2596.717297 = -247129.488489
  nChanged 204
		SP:Iteration 4F (143359.800000 sec): 3 clusters
  Score: Raw -249960.253601 + Penalty 2596.717297 = -247363.536304
  nChanged 190
		SP:Iteration 5F (143359.970000 sec): 3 clusters
  Score: Raw -250189.387649 + Penalty 2596.717297 = -247592.670352
  nChanged 149
		SP:Iteration 6F (143360.150000 sec): 3 clusters
  Score: Raw -250370.522056 + Penalty 2596.717297 = -247773.804759
  nChanged 129
		SP:Iteration 7Q (143360.330000 sec): 3 clusters
  Score: Raw -250508.306637 + Penalty 2596.717297 = -247911.589340
  nChanged 99
		SP:Iteration 8Q (143360.500000 sec): 3 clusters
  Score: Raw -250586.527233 + Penalty 2596.717297 = -247989.809936
  nChanged 74
		SP:Iteration 9Q (143360.680000 sec): 3 clusters
  Score: Raw -250644.353843 + Penalty 2596.717297 = -248047.636546
  nChanged 62
		SP:Iteration 10Q (143360.850000 sec): 3 clusters
  Score: Raw -250697.493735 + Penalty 2596.717297 = -248100.776438
  nChanged 51
		SP:Iteration 11Q (143361.030000 sec): 3 clusters
  Score: Raw -250734.562714 + Penalty 2596.717297 = -248137.845417
  nChanged 39
		SP:Iteration 12Q (143361.210000 sec): 3 clusters
  Score: Raw -250756.636460 + Penalty 2596.717297 = -248159.919163
  nChanged 25
		SP:Iteration 13Q (143361.380000 sec): 3 clusters
  Score: Raw -250769.158411 + Penalty 2596.717297 = -248172.441114
  nChanged 15
		SP:Iteration 14Q (143361.560000 sec): 3 clusters
  Score: Raw -250778.678479 + Penalty 2596.717297 = -248181.961182
  nChanged 15
		SP:Iteration 15Q (143361.730000 sec): 3 clusters
  Score: Raw -250782.687875 + Penalty 2596.717297 = -248185.970578
  nChanged 4
		SP:Iteration 16Q (143361.910000 sec): 3 clusters
  Score: Raw -250784.377417 + Penalty 2596.717297 = -248187.660120
  nChanged 3
		SP:Iteration 17Q (143362.090000 sec): 3 clusters
  Score: Raw -250785.717361 + Penalty 2596.717297 = -248189.000064
  nChanged 3
		SP:Iteration 18Q (143362.260000 sec): 3 clusters
  Score: Raw -250786.468177 + Penalty 2596.717297 = -248189.750880
  nChanged 2
		SP:Iteration 19Q (143362.440000 sec): 3 clusters
  Score: Raw -250786.795243 + Penalty 2596.717297 = -248190.077946
  nChanged 1
		SP:Iteration 20F (143362.610000 sec): 3 clusters
  Score: Raw -250786.979552 + Penalty 2596.717297 = -248190.262255
  nChanged 1
		SP:Iteration 21Q (143362.790000 sec): 3 clusters
  Score: Raw -250787.081433 + Penalty 2596.717297 = -248190.364136
  nChanged 1
		SP:Iteration 22Q (143362.970000 sec): 3 clusters
  Score: Raw -250787.190371 + Penalty 2596.717297 = -248190.473074
  nChanged 0
		SP:Iteration 23F (143363.140000 sec): 3 clusters
  Score: Raw -250787.190371 + Penalty 2596.717297 = -248190.473074
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143363.370000 sec): 2 clusters
  Score: Raw -2596702.628501 + Penalty 1664.358680 = -2595038.269821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143363.810000 sec): 3 clusters
  Score: Raw -2579538.691094 + Penalty 3328.717360 = -2576209.973734
  nChanged 12862
		SP:Iteration 1F (143364.190000 sec): 3 clusters
  Score: Raw -2587194.476182 + Penalty 3328.717360 = -2583865.758822
  nChanged 1895
		SP:Iteration 2F (143364.470000 sec): 3 clusters
  Score: Raw -2588353.205354 + Penalty 3328.717360 = -2585024.487994
  nChanged 1989
		SP:Iteration 3F (143364.880000 sec): 3 clusters
  Score: Raw -2589620.119338 + Penalty 3328.717360 = -2586291.401978
  nChanged 1908
		SP:Iteration 4F (143365.310000 sec): 3 clusters
  Score: Raw -2590752.406077 + Penalty 3328.717360 = -2587423.688717
  nChanged 1718
		SP:Iteration 5F (143365.720000 sec): 3 clusters
  Score: Raw -2591637.897894 + Penalty 3328.717360 = -2588309.180534
  nChanged 1412
		SP:Iteration 6F (143366.090000 sec): 3 clusters
  Score: Raw -2592351.101263 + Penalty 3328.717360 = -2589022.383903
  nChanged 1200
		SP:Iteration 7Q (143366.490000 sec): 3 clusters
  Score: Raw -2592872.009102 + Penalty 3328.717360 = -2589543.291742
  nChanged 939
		SP:Iteration 8Q (143366.880000 sec): 3 clusters
  Score: Raw -2593224.497901 + Penalty 3328.717360 = -2589895.780541
  nChanged 802
		SP:Iteration 9Q (143367.340000 sec): 3 clusters
  Score: Raw -2593503.974440 + Penalty 3328.717360 = -2590175.257080
  nChanged 698
		SP:Iteration 10Q (143367.770000 sec): 3 clusters
  Score: Raw -2593758.566166 + Penalty 3328.717360 = -2590429.848806
  nChanged 638
		SP:Iteration 11Q (143368.200000 sec): 3 clusters
  Score: Raw -2594004.177623 + Penalty 3328.717360 = -2590675.460263
  nChanged 635
		SP:Iteration 12Q (143368.630000 sec): 3 clusters
  Score: Raw -2594248.189526 + Penalty 3328.717360 = -2590919.472166
  nChanged 624
		SP:Iteration 13Q (143369.060000 sec): 3 clusters
  Score: Raw -2594505.314169 + Penalty 3328.717360 = -2591176.596809
  nChanged 642
		SP:Iteration 14Q (143369.490000 sec): 3 clusters
  Score: Raw -2594768.272137 + Penalty 3328.717360 = -2591439.554777
  nChanged 587
		SP:Iteration 15Q (143369.910000 sec): 3 clusters
  Score: Raw -2595017.054860 + Penalty 3328.717360 = -2591688.337500
  nChanged 580
		SP:Iteration 16Q (143370.350000 sec): 3 clusters
  Score: Raw -2595275.961640 + Penalty 3328.717360 = -2591947.244280
  nChanged 586
		SP:Iteration 17Q (143370.770000 sec): 3 clusters
  Score: Raw -2595564.641007 + Penalty 3328.717360 = -2592235.923647
  nChanged 539
		SP:Iteration 18Q (143371.210000 sec): 3 clusters
  Score: Raw -2595849.001892 + Penalty 3328.717360 = -2592520.284532
  nChanged 486
		SP:Iteration 19Q (143371.630000 sec): 3 clusters
  Score: Raw -2596131.049831 + Penalty 3328.717360 = -2592802.332471
  nChanged 468
		SP:Iteration 20F (143372.070000 sec): 3 clusters
  Score: Raw -2596413.996657 + Penalty 3328.717360 = -2593085.279297
  nChanged 388
		SP:Iteration 21Q (143372.420000 sec): 3 clusters
  Score: Raw -2596624.886956 + Penalty 3328.717360 = -2593296.169596
  nChanged 341
		SP:Iteration 22Q (143372.770000 sec): 3 clusters
  Score: Raw -2596784.734924 + Penalty 3328.717360 = -2593456.017563
  nChanged 244
		SP:Iteration 23Q (143373.110000 sec): 3 clusters
  Score: Raw -2596892.019958 + Penalty 3328.717360 = -2593563.302598
  nChanged 212
		SP:Iteration 24Q (143373.460000 sec): 3 clusters
  Score: Raw -2596973.560793 + Penalty 3328.717360 = -2593644.843433
  nChanged 157
		SP:Iteration 25Q (143373.800000 sec): 3 clusters
  Score: Raw -2597028.083078 + Penalty 3328.717360 = -2593699.365718
  nChanged 137
		SP:Iteration 26Q (143374.150000 sec): 3 clusters
  Score: Raw -2597070.876202 + Penalty 3328.717360 = -2593742.158842
  nChanged 107
		SP:Iteration 27Q (143374.490000 sec): 3 clusters
  Score: Raw -2597104.834005 + Penalty 3328.717360 = -2593776.116645
  nChanged 97
		SP:Iteration 28Q (143374.840000 sec): 3 clusters
  Score: Raw -2597134.227637 + Penalty 3328.717360 = -2593805.510277
  nChanged 90
		SP:Iteration 29Q (143375.180000 sec): 3 clusters
  Score: Raw -2597162.963861 + Penalty 3328.717360 = -2593834.246501
  nChanged 97
		SP:Iteration 30Q (143375.530000 sec): 3 clusters
  Score: Raw -2597187.546708 + Penalty 3328.717360 = -2593858.829348
  nChanged 74
		SP:Iteration 31Q (143375.870000 sec): 3 clusters
  Score: Raw -2597204.797684 + Penalty 3328.717360 = -2593876.080324
  nChanged 58
		SP:Iteration 32Q (143376.220000 sec): 3 clusters
  Score: Raw -2597218.262920 + Penalty 3328.717360 = -2593889.545560
  nChanged 60
		SP:Iteration 33Q (143376.560000 sec): 3 clusters
  Score: Raw -2597233.893122 + Penalty 3328.717360 = -2593905.175762
  nChanged 52
		SP:Iteration 34Q (143376.900000 sec): 3 clusters
  Score: Raw -2597245.829390 + Penalty 3328.717360 = -2593917.112030
  nChanged 46
		SP:Iteration 35Q (143377.250000 sec): 3 clusters
  Score: Raw -2597255.186684 + Penalty 3328.717360 = -2593926.469324
  nChanged 41
		SP:Iteration 36Q (143377.620000 sec): 3 clusters
  Score: Raw -2597264.467261 + Penalty 3328.717360 = -2593935.749901
  nChanged 38
		SP:Iteration 37Q (143377.940000 sec): 3 clusters
  Score: Raw -2597273.007075 + Penalty 3328.717360 = -2593944.289715
  nChanged 41
		SP:Iteration 38Q (143378.290000 sec): 3 clusters
  Score: Raw -2597282.242826 + Penalty 3328.717360 = -2593953.525466
  nChanged 34
		SP:Iteration 39Q (143378.640000 sec): 3 clusters
  Score: Raw -2597290.969746 + Penalty 3328.717360 = -2593962.252386
  nChanged 38
		SP:Iteration 40F (143379.030000 sec): 3 clusters
  Score: Raw -2597299.402364 + Penalty 3328.717360 = -2593970.685004
  nChanged 33
		SP:Iteration 41Q (143379.420000 sec): 3 clusters
  Score: Raw -2597305.929298 + Penalty 3328.717360 = -2593977.211938
  nChanged 30
		SP:Iteration 42Q (143379.760000 sec): 3 clusters
  Score: Raw -2597311.829971 + Penalty 3328.717360 = -2593983.112611
  nChanged 22
		SP:Iteration 43Q (143380.100000 sec): 3 clusters
  Score: Raw -2597317.048451 + Penalty 3328.717360 = -2593988.331091
  nChanged 28
		SP:Iteration 44Q (143380.450000 sec): 3 clusters
  Score: Raw -2597321.699023 + Penalty 3328.717360 = -2593992.981663
  nChanged 15
		SP:Iteration 45Q (143380.790000 sec): 3 clusters
  Score: Raw -2597324.020608 + Penalty 3328.717360 = -2593995.303248
  nChanged 11
		SP:Iteration 46Q (143381.140000 sec): 3 clusters
  Score: Raw -2597326.132123 + Penalty 3328.717360 = -2593997.414763
  nChanged 16
		SP:Iteration 47Q (143381.480000 sec): 3 clusters
  Score: Raw -2597328.802768 + Penalty 3328.717360 = -2594000.085408
  nChanged 8
		SP:Iteration 48Q (143381.830000 sec): 3 clusters
  Score: Raw -2597330.476367 + Penalty 3328.717360 = -2594001.759007
  nChanged 12
		SP:Iteration 49Q (143382.170000 sec): 3 clusters
  Score: Raw -2597333.892327 + Penalty 3328.717360 = -2594005.174967
  nChanged 19
		SP:Iteration 50Q (143382.510000 sec): 3 clusters
  Score: Raw -2597338.275275 + Penalty 3328.717360 = -2594009.557915
  nChanged 11
		SP:Iteration 51Q (143382.860000 sec): 3 clusters
  Score: Raw -2597340.100744 + Penalty 3328.717360 = -2594011.383384
  nChanged 10
		SP:Iteration 52Q (143383.240000 sec): 3 clusters
  Score: Raw -2597342.438871 + Penalty 3328.717360 = -2594013.721511
  nChanged 12
		SP:Iteration 53Q (143383.560000 sec): 3 clusters
  Score: Raw -2597345.247268 + Penalty 3328.717360 = -2594016.529908
  nChanged 17
		SP:Iteration 54Q (143383.940000 sec): 3 clusters
  Score: Raw -2597349.187015 + Penalty 3328.717360 = -2594020.469655
  nChanged 12
		SP:Iteration 55Q (143384.310000 sec): 3 clusters
  Score: Raw -2597351.583527 + Penalty 3328.717360 = -2594022.866167
  nChanged 11
		SP:Iteration 56Q (143384.660000 sec): 3 clusters
  Score: Raw -2597353.929393 + Penalty 3328.717360 = -2594025.212033
  nChanged 17
		SP:Iteration 57Q (143384.920000 sec): 3 clusters
  Score: Raw -2597358.050359 + Penalty 3328.717360 = -2594029.332999
  nChanged 16
		SP:Iteration 58Q (143385.300000 sec): 3 clusters
  Score: Raw -2597362.165837 + Penalty 3328.717360 = -2594033.448476
  nChanged 19
		SP:Iteration 59Q (143385.640000 sec): 3 clusters
  Score: Raw -2597365.557820 + Penalty 3328.717360 = -2594036.840460
  nChanged 15
		SP:Iteration 60F (143386.030000 sec): 3 clusters
  Score: Raw -2597368.216502 + Penalty 3328.717360 = -2594039.499142
  nChanged 7
		SP:Iteration 61Q (143386.380000 sec): 3 clusters
  Score: Raw -2597369.199311 + Penalty 3328.717360 = -2594040.481951
  nChanged 10
		SP:Iteration 62Q (143386.730000 sec): 3 clusters
  Score: Raw -2597371.721415 + Penalty 3328.717360 = -2594043.004055
  nChanged 10
		SP:Iteration 63Q (143387.100000 sec): 3 clusters
  Score: Raw -2597373.976667 + Penalty 3328.717360 = -2594045.259307
  nChanged 17
		SP:Iteration 64Q (143387.440000 sec): 3 clusters
  Score: Raw -2597376.812642 + Penalty 3328.717360 = -2594048.095282
  nChanged 12
		SP:Iteration 65Q (143387.860000 sec): 3 clusters
  Score: Raw -2597378.208453 + Penalty 3328.717360 = -2594049.491093
  nChanged 11
		SP:Iteration 66Q (143388.200000 sec): 3 clusters
  Score: Raw -2597380.277262 + Penalty 3328.717360 = -2594051.559902
  nChanged 10
		SP:Iteration 67Q (143388.540000 sec): 3 clusters
  Score: Raw -2597382.115959 + Penalty 3328.717360 = -2594053.398599
  nChanged 8
		SP:Iteration 68Q (143388.880000 sec): 3 clusters
  Score: Raw -2597383.722748 + Penalty 3328.717360 = -2594055.005388
  nChanged 7
		SP:Iteration 69Q (143389.220000 sec): 3 clusters
  Score: Raw -2597385.212720 + Penalty 3328.717360 = -2594056.495360
  nChanged 6
		SP:Iteration 70Q (143389.560000 sec): 3 clusters
  Score: Raw -2597386.092303 + Penalty 3328.717360 = -2594057.374943
  nChanged 6
		SP:Iteration 71Q (143389.950000 sec): 3 clusters
  Score: Raw -2597387.505486 + Penalty 3328.717360 = -2594058.788126
  nChanged 10
		SP:Iteration 72Q (143390.320000 sec): 3 clusters
  Score: Raw -2597389.166764 + Penalty 3328.717360 = -2594060.449404
  nChanged 9
		SP:Iteration 73Q (143390.660000 sec): 3 clusters
  Score: Raw -2597391.122771 + Penalty 3328.717360 = -2594062.405411
  nChanged 8
		SP:Iteration 74Q (143390.970000 sec): 3 clusters
  Score: Raw -2597392.739943 + Penalty 3328.717360 = -2594064.022583
  nChanged 11
		SP:Iteration 75Q (143391.410000 sec): 3 clusters
  Score: Raw -2597395.259634 + Penalty 3328.717360 = -2594066.542273
  nChanged 9
		SP:Iteration 76Q (143391.770000 sec): 3 clusters
  Score: Raw -2597396.890179 + Penalty 3328.717360 = -2594068.172819
  nChanged 8
		SP:Iteration 77Q (143392.100000 sec): 3 clusters
  Score: Raw -2597398.897796 + Penalty 3328.717360 = -2594070.180436
  nChanged 11
		SP:Iteration 78Q (143392.420000 sec): 3 clusters
  Score: Raw -2597401.485232 + Penalty 3328.717360 = -2594072.767872
  nChanged 6
		SP:Iteration 79Q (143392.770000 sec): 3 clusters
  Score: Raw -2597402.912237 + Penalty 3328.717360 = -2594074.194877
  nChanged 8
		SP:Iteration 80F (143393.160000 sec): 3 clusters
  Score: Raw -2597404.769060 + Penalty 3328.717360 = -2594076.051700
  nChanged 5
		SP:Iteration 81Q (143393.510000 sec): 3 clusters
  Score: Raw -2597405.797333 + Penalty 3328.717360 = -2594077.079973
  nChanged 8
		SP:Iteration 82Q (143393.860000 sec): 3 clusters
  Score: Raw -2597407.264625 + Penalty 3328.717360 = -2594078.547265
  nChanged 9
		SP:Iteration 83Q (143394.200000 sec): 3 clusters
  Score: Raw -2597408.922130 + Penalty 3328.717360 = -2594080.204770
  nChanged 7
		SP:Iteration 84Q (143394.550000 sec): 3 clusters
  Score: Raw -2597410.579099 + Penalty 3328.717360 = -2594081.861739
  nChanged 5
		SP:Iteration 85Q (143394.900000 sec): 3 clusters
  Score: Raw -2597411.772582 + Penalty 3328.717360 = -2594083.055222
  nChanged 9
		SP:Iteration 86Q (143395.250000 sec): 3 clusters
  Score: Raw -2597413.518175 + Penalty 3328.717360 = -2594084.800815
  nChanged 7
		SP:Iteration 87Q (143395.590000 sec): 3 clusters
  Score: Raw -2597415.198011 + Penalty 3328.717360 = -2594086.480651
  nChanged 10
		SP:Iteration 88Q (143395.940000 sec): 3 clusters
  Score: Raw -2597418.026424 + Penalty 3328.717360 = -2594089.309064
  nChanged 10
		SP:Iteration 89Q (143396.290000 sec): 3 clusters
  Score: Raw -2597420.992015 + Penalty 3328.717360 = -2594092.274655
  nChanged 8
		SP:Iteration 90Q (143396.640000 sec): 3 clusters
  Score: Raw -2597422.823307 + Penalty 3328.717360 = -2594094.105946
  nChanged 4
		SP:Iteration 91Q (143396.980000 sec): 3 clusters
  Score: Raw -2597423.745620 + Penalty 3328.717360 = -2594095.028260
  nChanged 4
		SP:Iteration 92Q (143397.330000 sec): 3 clusters
  Score: Raw -2597424.243717 + Penalty 3328.717360 = -2594095.526357
  nChanged 3
		SP:Iteration 93Q (143397.670000 sec): 3 clusters
  Score: Raw -2597425.102070 + Penalty 3328.717360 = -2594096.384710
  nChanged 4
		SP:Iteration 94Q (143398.020000 sec): 3 clusters
  Score: Raw -2597425.668953 + Penalty 3328.717360 = -2594096.951593
  nChanged 2
		SP:Iteration 95Q (143398.280000 sec): 3 clusters
  Score: Raw -2597426.079892 + Penalty 3328.717360 = -2594097.362532
  nChanged 3
		SP:Iteration 96Q (143398.680000 sec): 3 clusters
  Score: Raw -2597426.766590 + Penalty 3328.717360 = -2594098.049230
  nChanged 5
		SP:Iteration 97Q (143398.960000 sec): 3 clusters
  Score: Raw -2597427.864544 + Penalty 3328.717360 = -2594099.147184
  nChanged 10
		SP:Iteration 98Q (143399.270000 sec): 3 clusters
  Score: Raw -2597429.700869 + Penalty 3328.717360 = -2594100.983509
  nChanged 11
		SP:Iteration 99Q (143399.600000 sec): 3 clusters
  Score: Raw -2597431.868909 + Penalty 3328.717360 = -2594103.151549
  nChanged 3
		SP:Iteration 100F (143399.990000 sec): 3 clusters
  Score: Raw -2597432.258266 + Penalty 3328.717360 = -2594103.540906
  nChanged 3
		SP:Iteration 101Q (143400.340000 sec): 3 clusters
  Score: Raw -2597432.648385 + Penalty 3328.717360 = -2594103.931025
  nChanged 2
		SP:Iteration 102Q (143400.690000 sec): 3 clusters
  Score: Raw -2597433.370582 + Penalty 3328.717360 = -2594104.653222
  nChanged 2
		SP:Iteration 103Q (143401.040000 sec): 3 clusters
  Score: Raw -2597433.812008 + Penalty 3328.717360 = -2594105.094648
  nChanged 1
		SP:Iteration 104Q (143401.370000 sec): 3 clusters
  Score: Raw -2597433.972589 + Penalty 3328.717360 = -2594105.255229
  nChanged 0
		SP:Iteration 105F (143401.760000 sec): 3 clusters
  Score: Raw -2597433.972589 + Penalty 3328.717360 = -2594105.255229
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (3746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143401.860000 sec): 2 clusters
  Score: Raw -273890.677009 + Penalty 1337.122131 = -272553.554878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143402.040000 sec): 3 clusters
  Score: Raw -272045.749484 + Penalty 2674.244262 = -269371.505222
  nChanged 1479
		SP:Iteration 1F (143402.210000 sec): 3 clusters
  Score: Raw -273093.304400 + Penalty 2674.244262 = -270419.060138
  nChanged 364
		SP:Iteration 2F (143402.370000 sec): 3 clusters
  Score: Raw -273432.570302 + Penalty 2674.244262 = -270758.326040
  nChanged 293
		SP:Iteration 3F (143402.450000 sec): 3 clusters
  Score: Raw -273692.041816 + Penalty 2674.244262 = -271017.797554
  nChanged 227
		SP:Iteration 4F (143402.520000 sec): 3 clusters
  Score: Raw -273866.063007 + Penalty 2674.244262 = -271191.818745
  nChanged 181
		SP:Iteration 5Q (143402.590000 sec): 3 clusters
  Score: Raw -274002.153290 + Penalty 2674.244262 = -271327.909028
  nChanged 136
		SP:Iteration 6Q (143402.660000 sec): 3 clusters
  Score: Raw -274090.974640 + Penalty 2674.244262 = -271416.730378
  nChanged 96
		SP:Iteration 7Q (143402.740000 sec): 3 clusters
  Score: Raw -274151.280428 + Penalty 2674.244262 = -271477.036166
  nChanged 80
		SP:Iteration 8Q (143402.810000 sec): 3 clusters
  Score: Raw -274201.809020 + Penalty 2674.244262 = -271527.564758
  nChanged 71
		SP:Iteration 9Q (143402.880000 sec): 3 clusters
  Score: Raw -274241.770884 + Penalty 2674.244262 = -271567.526622
  nChanged 47
		SP:Iteration 10Q (143402.960000 sec): 3 clusters
  Score: Raw -274267.816155 + Penalty 2674.244262 = -271593.571893
  nChanged 41
		SP:Iteration 11Q (143403.040000 sec): 3 clusters
  Score: Raw -274291.213986 + Penalty 2674.244262 = -271616.969724
  nChanged 38
		SP:Iteration 12Q (143403.110000 sec): 3 clusters
  Score: Raw -274310.096516 + Penalty 2674.244262 = -271635.852254
  nChanged 35
		SP:Iteration 13Q (143403.180000 sec): 3 clusters
  Score: Raw -274326.301015 + Penalty 2674.244262 = -271652.056753
  nChanged 30
		SP:Iteration 14Q (143403.260000 sec): 3 clusters
  Score: Raw -274343.717665 + Penalty 2674.244262 = -271669.473403
  nChanged 24
		SP:Iteration 15Q (143403.330000 sec): 3 clusters
  Score: Raw -274355.468072 + Penalty 2674.244262 = -271681.223810
  nChanged 23
		SP:Iteration 16Q (143403.410000 sec): 3 clusters
  Score: Raw -274366.936015 + Penalty 2674.244262 = -271692.691753
  nChanged 29
		SP:Iteration 17Q (143403.480000 sec): 3 clusters
  Score: Raw -274381.085285 + Penalty 2674.244262 = -271706.841023
  nChanged 28
		SP:Iteration 18Q (143403.560000 sec): 3 clusters
  Score: Raw -274394.467089 + Penalty 2674.244262 = -271720.222827
  nChanged 28
		SP:Iteration 19Q (143403.630000 sec): 3 clusters
  Score: Raw -274409.027374 + Penalty 2674.244262 = -271734.783112
  nChanged 26
		SP:Iteration 20F (143403.700000 sec): 3 clusters
  Score: Raw -274422.096375 + Penalty 2674.244262 = -271747.852113
  nChanged 23
		SP:Iteration 21Q (143403.780000 sec): 3 clusters
  Score: Raw -274432.311655 + Penalty 2674.244262 = -271758.067393
  nChanged 24
		SP:Iteration 22Q (143403.940000 sec): 3 clusters
  Score: Raw -274447.927463 + Penalty 2674.244262 = -271773.683201
  nChanged 25
		SP:Iteration 23Q (143404.010000 sec): 3 clusters
  Score: Raw -274460.968478 + Penalty 2674.244262 = -271786.724216
  nChanged 25
		SP:Iteration 24Q (143404.080000 sec): 3 clusters
  Score: Raw -274472.087446 + Penalty 2674.244262 = -271797.843184
  nChanged 20
		SP:Iteration 25Q (143404.160000 sec): 3 clusters
  Score: Raw -274480.283897 + Penalty 2674.244262 = -271806.039635
  nChanged 9
		SP:Iteration 26Q (143404.230000 sec): 3 clusters
  Score: Raw -274483.846947 + Penalty 2674.244262 = -271809.602685
  nChanged 9
		SP:Iteration 27Q (143404.300000 sec): 3 clusters
  Score: Raw -274487.041207 + Penalty 2674.244262 = -271812.796945
  nChanged 11
		SP:Iteration 28Q (143404.380000 sec): 3 clusters
  Score: Raw -274491.083312 + Penalty 2674.244262 = -271816.839050
  nChanged 9
		SP:Iteration 29Q (143404.450000 sec): 3 clusters
  Score: Raw -274494.123153 + Penalty 2674.244262 = -271819.878891
  nChanged 11
		SP:Iteration 30Q (143404.530000 sec): 3 clusters
  Score: Raw -274498.233396 + Penalty 2674.244262 = -271823.989134
  nChanged 8
		SP:Iteration 31Q (143404.600000 sec): 3 clusters
  Score: Raw -274500.353054 + Penalty 2674.244262 = -271826.108792
  nChanged 7
		SP:Iteration 32Q (143404.680000 sec): 3 clusters
  Score: Raw -274503.195053 + Penalty 2674.244262 = -271828.950791
  nChanged 14
		SP:Iteration 33Q (143404.760000 sec): 3 clusters
  Score: Raw -274508.798667 + Penalty 2674.244262 = -271834.554405
  nChanged 18
		SP:Iteration 34Q (143404.840000 sec): 3 clusters
  Score: Raw -274515.370680 + Penalty 2674.244262 = -271841.126418
  nChanged 17
		SP:Iteration 35Q (143404.900000 sec): 3 clusters
  Score: Raw -274521.911896 + Penalty 2674.244262 = -271847.667634
  nChanged 19
		SP:Iteration 36Q (143404.980000 sec): 3 clusters
  Score: Raw -274528.824102 + Penalty 2674.244262 = -271854.579840
  nChanged 16
		SP:Iteration 37Q (143405.050000 sec): 3 clusters
  Score: Raw -274535.670432 + Penalty 2674.244262 = -271861.426170
  nChanged 8
		SP:Iteration 38Q (143405.120000 sec): 3 clusters
  Score: Raw -274537.991487 + Penalty 2674.244262 = -271863.747225
  nChanged 9
		SP:Iteration 39Q (143405.200000 sec): 3 clusters
  Score: Raw -274541.947245 + Penalty 2674.244262 = -271867.702983
  nChanged 9
		SP:Iteration 40F (143405.300000 sec): 3 clusters
  Score: Raw -274546.711368 + Penalty 2674.244262 = -271872.467106
  nChanged 11
		SP:Iteration 41Q (143405.480000 sec): 3 clusters
  Score: Raw -274555.944368 + Penalty 2674.244262 = -271881.700106
  nChanged 16
		SP:Iteration 42Q (143405.650000 sec): 3 clusters
  Score: Raw -274565.666793 + Penalty 2674.244262 = -271891.422531
  nChanged 16
		SP:Iteration 43Q (143405.830000 sec): 3 clusters
  Score: Raw -274577.392613 + Penalty 2674.244262 = -271903.148351
  nChanged 15
		SP:Iteration 44Q (143406.010000 sec): 3 clusters
  Score: Raw -274586.887775 + Penalty 2674.244262 = -271912.643513
  nChanged 12
		SP:Iteration 45Q (143406.180000 sec): 3 clusters
  Score: Raw -274592.657191 + Penalty 2674.244262 = -271918.412929
  nChanged 10
		SP:Iteration 46Q (143406.350000 sec): 3 clusters
  Score: Raw -274596.734900 + Penalty 2674.244262 = -271922.490638
  nChanged 7
		SP:Iteration 47Q (143406.510000 sec): 3 clusters
  Score: Raw -274598.912373 + Penalty 2674.244262 = -271924.668111
  nChanged 3
		SP:Iteration 48Q (143406.580000 sec): 3 clusters
  Score: Raw -274600.074616 + Penalty 2674.244262 = -271925.830354
  nChanged 3
		SP:Iteration 49Q (143406.650000 sec): 3 clusters
  Score: Raw -274601.303563 + Penalty 2674.244262 = -271927.059301
  nChanged 3
		SP:Iteration 50Q (143406.730000 sec): 3 clusters
  Score: Raw -274602.160630 + Penalty 2674.244262 = -271927.916368
  nChanged 1
		SP:Iteration 51Q (143406.810000 sec): 3 clusters
  Score: Raw -274603.115710 + Penalty 2674.244262 = -271928.871448
  nChanged 4
		SP:Iteration 52Q (143406.890000 sec): 3 clusters
  Score: Raw -274604.226432 + Penalty 2674.244262 = -271929.982170
  nChanged 2
		SP:Iteration 53Q (143406.960000 sec): 3 clusters
  Score: Raw -274604.756965 + Penalty 2674.244262 = -271930.512703
  nChanged 1
		SP:Iteration 54Q (143407.030000 sec): 3 clusters
  Score: Raw -274605.100983 + Penalty 2674.244262 = -271930.856721
  nChanged 0
		SP:Iteration 55F (143407.100000 sec): 3 clusters
  Score: Raw -274605.100983 + Penalty 2674.244262 = -271930.856721
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 75 (4851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143407.180000 sec): 2 clusters
  Score: Raw -338743.002694 + Penalty 1379.127774 = -337363.874920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143407.280000 sec): 3 clusters
  Score: Raw -336257.104066 + Penalty 2758.255548 = -333498.848518
  nChanged 1968
		SP:Iteration 1F (143407.370000 sec): 3 clusters
  Score: Raw -337569.221954 + Penalty 2758.255548 = -334810.966406
  nChanged 494
		SP:Iteration 2F (143407.450000 sec): 3 clusters
  Score: Raw -337954.333061 + Penalty 2758.255548 = -335196.077513
  nChanged 336
		SP:Iteration 3F (143407.530000 sec): 3 clusters
  Score: Raw -338207.434605 + Penalty 2758.255548 = -335449.179057
  nChanged 286
		SP:Iteration 4F (143407.620000 sec): 3 clusters
  Score: Raw -338413.997895 + Penalty 2758.255548 = -335655.742347
  nChanged 222
		SP:Iteration 5Q (143407.710000 sec): 3 clusters
  Score: Raw -338569.067235 + Penalty 2758.255548 = -335810.811687
  nChanged 189
		SP:Iteration 6Q (143407.790000 sec): 3 clusters
  Score: Raw -338704.042067 + Penalty 2758.255548 = -335945.786518
  nChanged 168
		SP:Iteration 7Q (143407.980000 sec): 3 clusters
  Score: Raw -338809.615157 + Penalty 2758.255548 = -336051.359608
  nChanged 138
		SP:Iteration 8Q (143408.160000 sec): 3 clusters
  Score: Raw -338884.839700 + Penalty 2758.255548 = -336126.584152
  nChanged 105
		SP:Iteration 9Q (143408.330000 sec): 3 clusters
  Score: Raw -338929.074112 + Penalty 2758.255548 = -336170.818564
  nChanged 83
		SP:Iteration 10Q (143408.510000 sec): 3 clusters
  Score: Raw -338957.422856 + Penalty 2758.255548 = -336199.167308
  nChanged 61
		SP:Iteration 11Q (143408.660000 sec): 3 clusters
  Score: Raw -338981.195381 + Penalty 2758.255548 = -336222.939833
  nChanged 59
		SP:Iteration 12Q (143408.750000 sec): 3 clusters
  Score: Raw -338999.326493 + Penalty 2758.255548 = -336241.070945
  nChanged 36
		SP:Iteration 13Q (143408.840000 sec): 3 clusters
  Score: Raw -339005.667724 + Penalty 2758.255548 = -336247.412176
  nChanged 13
		SP:Iteration 14Q (143408.930000 sec): 3 clusters
  Score: Raw -339008.503626 + Penalty 2758.255548 = -336250.248078
  nChanged 16
		SP:Iteration 15Q (143409.020000 sec): 3 clusters
  Score: Raw -339012.728699 + Penalty 2758.255548 = -336254.473151
  nChanged 18
		SP:Iteration 16Q (143409.110000 sec): 3 clusters
  Score: Raw -339018.351648 + Penalty 2758.255548 = -336260.096100
  nChanged 22
		SP:Iteration 17Q (143409.210000 sec): 3 clusters
  Score: Raw -339024.974462 + Penalty 2758.255548 = -336266.718914
  nChanged 20
		SP:Iteration 18Q (143409.400000 sec): 3 clusters
  Score: Raw -339031.153148 + Penalty 2758.255548 = -336272.897600
  nChanged 21
		SP:Iteration 19Q (143409.570000 sec): 3 clusters
  Score: Raw -339036.115186 + Penalty 2758.255548 = -336277.859638
  nChanged 27
		SP:Iteration 20F (143409.720000 sec): 3 clusters
  Score: Raw -339042.188008 + Penalty 2758.255548 = -336283.932460
  nChanged 13
		SP:Iteration 21Q (143409.810000 sec): 3 clusters
  Score: Raw -339044.966948 + Penalty 2758.255548 = -336286.711400
  nChanged 10
		SP:Iteration 22Q (143409.910000 sec): 3 clusters
  Score: Raw -339048.219865 + Penalty 2758.255548 = -336289.964317
  nChanged 10
		SP:Iteration 23Q (143410.000000 sec): 3 clusters
  Score: Raw -339050.117498 + Penalty 2758.255548 = -336291.861950
  nChanged 11
		SP:Iteration 24Q (143410.090000 sec): 3 clusters
  Score: Raw -339052.214130 + Penalty 2758.255548 = -336293.958582
  nChanged 8
		SP:Iteration 25Q (143410.180000 sec): 3 clusters
  Score: Raw -339054.055026 + Penalty 2758.255548 = -336295.799478
  nChanged 11
		SP:Iteration 26Q (143410.270000 sec): 3 clusters
  Score: Raw -339057.275792 + Penalty 2758.255548 = -336299.020244
  nChanged 11
		SP:Iteration 27Q (143410.360000 sec): 3 clusters
  Score: Raw -339059.812191 + Penalty 2758.255548 = -336301.556642
  nChanged 12
		SP:Iteration 28Q (143410.450000 sec): 3 clusters
  Score: Raw -339062.428493 + Penalty 2758.255548 = -336304.172944
  nChanged 7
		SP:Iteration 29Q (143410.550000 sec): 3 clusters
  Score: Raw -339064.491161 + Penalty 2758.255548 = -336306.235612
  nChanged 5
		SP:Iteration 30Q (143410.640000 sec): 3 clusters
  Score: Raw -339065.072274 + Penalty 2758.255548 = -336306.816726
  nChanged 3
		SP:Iteration 31Q (143410.770000 sec): 3 clusters
  Score: Raw -339065.597810 + Penalty 2758.255548 = -336307.342262
  nChanged 7
		SP:Iteration 32Q (143410.860000 sec): 3 clusters
  Score: Raw -339067.615151 + Penalty 2758.255548 = -336309.359603
  nChanged 10
		SP:Iteration 33Q (143410.950000 sec): 3 clusters
  Score: Raw -339069.560176 + Penalty 2758.255548 = -336311.304628
  nChanged 4
		SP:Iteration 34Q (143411.040000 sec): 3 clusters
  Score: Raw -339071.145795 + Penalty 2758.255548 = -336312.890247
  nChanged 7
		SP:Iteration 35Q (143411.130000 sec): 3 clusters
  Score: Raw -339072.850710 + Penalty 2758.255548 = -336314.595162
  nChanged 7
		SP:Iteration 36Q (143411.230000 sec): 3 clusters
  Score: Raw -339074.281134 + Penalty 2758.255548 = -336316.025586
  nChanged 2
		SP:Iteration 37Q (143411.320000 sec): 3 clusters
  Score: Raw -339074.996780 + Penalty 2758.255548 = -336316.741232
  nChanged 2
		SP:Iteration 38Q (143411.450000 sec): 3 clusters
  Score: Raw -339075.934589 + Penalty 2758.255548 = -336317.679041
  nChanged 4
		SP:Iteration 39Q (143411.590000 sec): 3 clusters
  Score: Raw -339076.737809 + Penalty 2758.255548 = -336318.482260
  nChanged 4
		SP:Iteration 40F (143411.690000 sec): 3 clusters
  Score: Raw -339077.329074 + Penalty 2758.255548 = -336319.073526
  nChanged 4
		SP:Iteration 41Q (143411.780000 sec): 3 clusters
  Score: Raw -339077.873184 + Penalty 2758.255548 = -336319.617636
  nChanged 0
		SP:Iteration 42F (143411.860000 sec): 3 clusters
  Score: Raw -339077.873184 + Penalty 2758.255548 = -336319.617636
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 76 (4153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143411.930000 sec): 2 clusters
  Score: Raw -424336.509388 + Penalty 1353.882765 = -422982.626623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143412.020000 sec): 3 clusters
  Score: Raw -422287.771356 + Penalty 2707.765529 = -419580.005827
  nChanged 1603
		SP:Iteration 1F (143412.090000 sec): 3 clusters
  Score: Raw -423276.190916 + Penalty 2707.765529 = -420568.425386
  nChanged 343
		SP:Iteration 2F (143412.170000 sec): 3 clusters
  Score: Raw -423513.528332 + Penalty 2707.765529 = -420805.762803
  nChanged 271
		SP:Iteration 3F (143412.240000 sec): 3 clusters
  Score: Raw -423690.330288 + Penalty 2707.765529 = -420982.564759
  nChanged 207
		SP:Iteration 4Q (143412.310000 sec): 3 clusters
  Score: Raw -423800.551086 + Penalty 2707.765529 = -421092.785557
  nChanged 159
		SP:Iteration 5Q (143412.390000 sec): 3 clusters
  Score: Raw -423878.235288 + Penalty 2707.765529 = -421170.469759
  nChanged 123
		SP:Iteration 6Q (143412.470000 sec): 3 clusters
  Score: Raw -423933.260739 + Penalty 2707.765529 = -421225.495210
  nChanged 97
		SP:Iteration 7Q (143412.550000 sec): 3 clusters
  Score: Raw -423978.336761 + Penalty 2707.765529 = -421270.571232
  nChanged 80
		SP:Iteration 8Q (143412.630000 sec): 3 clusters
  Score: Raw -424016.367891 + Penalty 2707.765529 = -421308.602361
  nChanged 73
		SP:Iteration 9Q (143412.710000 sec): 3 clusters
  Score: Raw -424043.864777 + Penalty 2707.765529 = -421336.099247
  nChanged 55
		SP:Iteration 10Q (143412.780000 sec): 3 clusters
  Score: Raw -424062.330065 + Penalty 2707.765529 = -421354.564536
  nChanged 40
		SP:Iteration 11Q (143412.860000 sec): 3 clusters
  Score: Raw -424078.757669 + Penalty 2707.765529 = -421370.992140
  nChanged 46
		SP:Iteration 12Q (143412.940000 sec): 3 clusters
  Score: Raw -424097.723828 + Penalty 2707.765529 = -421389.958299
  nChanged 50
		SP:Iteration 13Q (143413.050000 sec): 3 clusters
  Score: Raw -424123.560206 + Penalty 2707.765529 = -421415.794676
  nChanged 49
		SP:Iteration 14Q (143413.130000 sec): 3 clusters
  Score: Raw -424146.497869 + Penalty 2707.765529 = -421438.732340
  nChanged 43
		SP:Iteration 15Q (143413.200000 sec): 3 clusters
  Score: Raw -424162.049378 + Penalty 2707.765529 = -421454.283849
  nChanged 29
		SP:Iteration 16Q (143413.280000 sec): 3 clusters
  Score: Raw -424171.727983 + Penalty 2707.765529 = -421463.962453
  nChanged 22
		SP:Iteration 17Q (143413.440000 sec): 3 clusters
  Score: Raw -424179.269334 + Penalty 2707.765529 = -421471.503805
  nChanged 20
		SP:Iteration 18Q (143413.520000 sec): 3 clusters
  Score: Raw -424188.426032 + Penalty 2707.765529 = -421480.660503
  nChanged 21
		SP:Iteration 19Q (143413.600000 sec): 3 clusters
  Score: Raw -424196.423431 + Penalty 2707.765529 = -421488.657901
  nChanged 22
		SP:Iteration 20F (143413.670000 sec): 3 clusters
  Score: Raw -424204.157850 + Penalty 2707.765529 = -421496.392321
  nChanged 15
		SP:Iteration 21Q (143413.750000 sec): 3 clusters
  Score: Raw -424208.229110 + Penalty 2707.765529 = -421500.463581
  nChanged 14
		SP:Iteration 22Q (143413.830000 sec): 3 clusters
  Score: Raw -424212.272759 + Penalty 2707.765529 = -421504.507230
  nChanged 7
		SP:Iteration 23Q (143413.910000 sec): 3 clusters
  Score: Raw -424214.011383 + Penalty 2707.765529 = -421506.245854
  nChanged 4
		SP:Iteration 24Q (143413.990000 sec): 3 clusters
  Score: Raw -424215.235123 + Penalty 2707.765529 = -421507.469594
  nChanged 2
		SP:Iteration 25Q (143414.060000 sec): 3 clusters
  Score: Raw -424215.697388 + Penalty 2707.765529 = -421507.931859
  nChanged 1
		SP:Iteration 26Q (143414.140000 sec): 3 clusters
  Score: Raw -424215.996194 + Penalty 2707.765529 = -421508.230665
  nChanged 1
		SP:Iteration 27Q (143414.220000 sec): 3 clusters
  Score: Raw -424216.204492 + Penalty 2707.765529 = -421508.438963
  nChanged 0
		SP:Iteration 28F (143414.290000 sec): 3 clusters
  Score: Raw -424216.204492 + Penalty 2707.765529 = -421508.438963
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 77 (3545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143414.390000 sec): 2 clusters
  Score: Raw -288977.995984 + Penalty 1328.160184 = -287649.835800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143414.570000 sec): 3 clusters
  Score: Raw -287249.934047 + Penalty 2656.320368 = -284593.613680
  nChanged 1362
		SP:Iteration 1F (143414.750000 sec): 3 clusters
  Score: Raw -288116.473885 + Penalty 2656.320368 = -285460.153517
  nChanged 300
		SP:Iteration 2F (143414.920000 sec): 3 clusters
  Score: Raw -288303.329614 + Penalty 2656.320368 = -285647.009246
  nChanged 205
		SP:Iteration 3F (143415.090000 sec): 3 clusters
  Score: Raw -288438.388468 + Penalty 2656.320368 = -285782.068100
  nChanged 162
		SP:Iteration 4Q (143415.270000 sec): 3 clusters
  Score: Raw -288546.644268 + Penalty 2656.320368 = -285890.323900
  nChanged 149
		SP:Iteration 5Q (143415.450000 sec): 3 clusters
  Score: Raw -288676.983207 + Penalty 2656.320368 = -286020.662839
  nChanged 167
		SP:Iteration 6Q (143415.620000 sec): 3 clusters
  Score: Raw -288852.471329 + Penalty 2656.320368 = -286196.150962
  nChanged 172
		SP:Iteration 7Q (143415.800000 sec): 3 clusters
  Score: Raw -288999.604185 + Penalty 2656.320368 = -286343.283817
  nChanged 125
		SP:Iteration 8Q (143415.970000 sec): 3 clusters
  Score: Raw -289093.901303 + Penalty 2656.320368 = -286437.580936
  nChanged 104
		SP:Iteration 9Q (143416.150000 sec): 3 clusters
  Score: Raw -289158.656874 + Penalty 2656.320368 = -286502.336506
  nChanged 89
		SP:Iteration 10Q (143416.330000 sec): 3 clusters
  Score: Raw -289205.930191 + Penalty 2656.320368 = -286549.609823
  nChanged 74
		SP:Iteration 11Q (143416.500000 sec): 3 clusters
  Score: Raw -289251.287352 + Penalty 2656.320368 = -286594.966984
  nChanged 78
		SP:Iteration 12Q (143416.680000 sec): 3 clusters
  Score: Raw -289300.214249 + Penalty 2656.320368 = -286643.893881
  nChanged 71
		SP:Iteration 13Q (143416.850000 sec): 3 clusters
  Score: Raw -289344.927415 + Penalty 2656.320368 = -286688.607048
  nChanged 62
		SP:Iteration 14Q (143417.030000 sec): 3 clusters
  Score: Raw -289379.327496 + Penalty 2656.320368 = -286723.007129
  nChanged 49
		SP:Iteration 15Q (143417.210000 sec): 3 clusters
  Score: Raw -289402.606521 + Penalty 2656.320368 = -286746.286153
  nChanged 43
		SP:Iteration 16Q (143417.380000 sec): 3 clusters
  Score: Raw -289424.116778 + Penalty 2656.320368 = -286767.796410
  nChanged 34
		SP:Iteration 17Q (143417.580000 sec): 3 clusters
  Score: Raw -289438.757491 + Penalty 2656.320368 = -286782.437123
  nChanged 24
		SP:Iteration 18Q (143417.730000 sec): 3 clusters
  Score: Raw -289449.955042 + Penalty 2656.320368 = -286793.634674
  nChanged 20
		SP:Iteration 19Q (143417.910000 sec): 3 clusters
  Score: Raw -289458.421506 + Penalty 2656.320368 = -286802.101138
  nChanged 18
		SP:Iteration 20F (143418.090000 sec): 3 clusters
  Score: Raw -289464.654584 + Penalty 2656.320368 = -286808.334216
  nChanged 11
		SP:Iteration 21Q (143418.260000 sec): 3 clusters
  Score: Raw -289468.141474 + Penalty 2656.320368 = -286811.821106
  nChanged 12
		SP:Iteration 22Q (143418.440000 sec): 3 clusters
  Score: Raw -289471.876433 + Penalty 2656.320368 = -286815.556065
  nChanged 12
		SP:Iteration 23Q (143418.610000 sec): 3 clusters
  Score: Raw -289476.791593 + Penalty 2656.320368 = -286820.471225
  nChanged 13
		SP:Iteration 24Q (143418.790000 sec): 3 clusters
  Score: Raw -289481.766656 + Penalty 2656.320368 = -286825.446289
  nChanged 17
		SP:Iteration 25Q (143418.970000 sec): 3 clusters
  Score: Raw -289487.657350 + Penalty 2656.320368 = -286831.336982
  nChanged 19
		SP:Iteration 26Q (143419.140000 sec): 3 clusters
  Score: Raw -289496.651759 + Penalty 2656.320368 = -286840.331391
  nChanged 20
		SP:Iteration 27Q (143419.320000 sec): 3 clusters
  Score: Raw -289509.845817 + Penalty 2656.320368 = -286853.525450
  nChanged 25
		SP:Iteration 28Q (143419.490000 sec): 3 clusters
  Score: Raw -289527.458391 + Penalty 2656.320368 = -286871.138023
  nChanged 35
		SP:Iteration 29Q (143419.670000 sec): 3 clusters
  Score: Raw -289548.234548 + Penalty 2656.320368 = -286891.914180
  nChanged 33
		SP:Iteration 30Q (143419.850000 sec): 3 clusters
  Score: Raw -289572.701723 + Penalty 2656.320368 = -286916.381356
  nChanged 37
		SP:Iteration 31Q (143420.020000 sec): 3 clusters
  Score: Raw -289605.153161 + Penalty 2656.320368 = -286948.832794
  nChanged 38
		SP:Iteration 32Q (143420.200000 sec): 3 clusters
  Score: Raw -289628.209472 + Penalty 2656.320368 = -286971.889104
  nChanged 43
		SP:Iteration 33Q (143420.370000 sec): 3 clusters
  Score: Raw -289648.940340 + Penalty 2656.320368 = -286992.619972
  nChanged 37
		SP:Iteration 34Q (143420.550000 sec): 3 clusters
  Score: Raw -289666.346039 + Penalty 2656.320368 = -287010.025671
  nChanged 25
		SP:Iteration 35Q (143420.730000 sec): 3 clusters
  Score: Raw -289677.443425 + Penalty 2656.320368 = -287021.123057
  nChanged 17
		SP:Iteration 36Q (143420.900000 sec): 3 clusters
  Score: Raw -289683.891510 + Penalty 2656.320368 = -287027.571142
  nChanged 17
		SP:Iteration 37Q (143421.080000 sec): 3 clusters
  Score: Raw -289690.000198 + Penalty 2656.320368 = -287033.679830
  nChanged 18
		SP:Iteration 38Q (143421.250000 sec): 3 clusters
  Score: Raw -289696.016885 + Penalty 2656.320368 = -287039.696518
  nChanged 14
		SP:Iteration 39Q (143421.430000 sec): 3 clusters
  Score: Raw -289700.049473 + Penalty 2656.320368 = -287043.729105
  nChanged 8
		SP:Iteration 40F (143421.610000 sec): 3 clusters
  Score: Raw -289701.891765 + Penalty 2656.320368 = -287045.571397
  nChanged 4
		SP:Iteration 41Q (143421.780000 sec): 3 clusters
  Score: Raw -289703.706893 + Penalty 2656.320368 = -287047.386525
  nChanged 5
		SP:Iteration 42Q (143421.950000 sec): 3 clusters
  Score: Raw -289705.188066 + Penalty 2656.320368 = -287048.867698
  nChanged 4
		SP:Iteration 43Q (143422.130000 sec): 3 clusters
  Score: Raw -289706.213661 + Penalty 2656.320368 = -287049.893294
  nChanged 1
		SP:Iteration 44Q (143422.360000 sec): 3 clusters
  Score: Raw -289706.314312 + Penalty 2656.320368 = -287049.993945
  nChanged 0
		SP:Iteration 45F (143422.490000 sec): 3 clusters
  Score: Raw -289706.314312 + Penalty 2656.320368 = -287049.993945
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 78 (16689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143422.690000 sec): 2 clusters
  Score: Raw -1445797.219603 + Penalty 1579.907079 = -1444217.312525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143423.000000 sec): 3 clusters
  Score: Raw -1435911.860066 + Penalty 3159.814157 = -1432752.045909
  nChanged 7488
		SP:Iteration 1F (143423.280000 sec): 3 clusters
  Score: Raw -1440531.593127 + Penalty 3159.814157 = -1437371.778970
  nChanged 1293
		SP:Iteration 2F (143423.570000 sec): 3 clusters
  Score: Raw -1441365.361419 + Penalty 3159.814157 = -1438205.547262
  nChanged 1204
		SP:Iteration 3F (143423.890000 sec): 3 clusters
  Score: Raw -1442090.890116 + Penalty 3159.814157 = -1438931.075959
  nChanged 1056
		SP:Iteration 4F (143424.100000 sec): 3 clusters
  Score: Raw -1442667.245308 + Penalty 3159.814157 = -1439507.431151
  nChanged 858
		SP:Iteration 5F (143424.290000 sec): 3 clusters
  Score: Raw -1443082.395395 + Penalty 3159.814157 = -1439922.581238
  nChanged 723
		SP:Iteration 6Q (143424.600000 sec): 3 clusters
  Score: Raw -1443418.687201 + Penalty 3159.814157 = -1440258.873043
  nChanged 666
		SP:Iteration 7Q (143424.900000 sec): 3 clusters
  Score: Raw -1443749.109721 + Penalty 3159.814157 = -1440589.295564
  nChanged 625
		SP:Iteration 8Q (143425.190000 sec): 3 clusters
  Score: Raw -1444059.025330 + Penalty 3159.814157 = -1440899.211173
  nChanged 548
		SP:Iteration 9Q (143425.490000 sec): 3 clusters
  Score: Raw -1444323.359154 + Penalty 3159.814157 = -1441163.544997
  nChanged 483
		SP:Iteration 10Q (143425.830000 sec): 3 clusters
  Score: Raw -1444546.610671 + Penalty 3159.814157 = -1441386.796514
  nChanged 404
		SP:Iteration 11Q (143426.090000 sec): 3 clusters
  Score: Raw -1444733.565544 + Penalty 3159.814157 = -1441573.751387
  nChanged 383
		SP:Iteration 12Q (143426.470000 sec): 3 clusters
  Score: Raw -1444901.798597 + Penalty 3159.814157 = -1441741.984440
  nChanged 320
		SP:Iteration 13Q (143426.730000 sec): 3 clusters
  Score: Raw -1445035.899231 + Penalty 3159.814157 = -1441876.085074
  nChanged 256
		SP:Iteration 14Q (143427.030000 sec): 3 clusters
  Score: Raw -1445152.450612 + Penalty 3159.814157 = -1441992.636455
  nChanged 261
		SP:Iteration 15Q (143427.340000 sec): 3 clusters
  Score: Raw -1445258.566736 + Penalty 3159.814157 = -1442098.752579
  nChanged 220
		SP:Iteration 16Q (143427.650000 sec): 3 clusters
  Score: Raw -1445338.301692 + Penalty 3159.814157 = -1442178.487535
  nChanged 209
		SP:Iteration 17Q (143427.950000 sec): 3 clusters
  Score: Raw -1445402.157365 + Penalty 3159.814157 = -1442242.343208
  nChanged 174
		SP:Iteration 18Q (143428.260000 sec): 3 clusters
  Score: Raw -1445457.753909 + Penalty 3159.814157 = -1442297.939752
  nChanged 179
		SP:Iteration 19Q (143428.560000 sec): 3 clusters
  Score: Raw -1445520.526499 + Penalty 3159.814157 = -1442360.712342
  nChanged 170
		SP:Iteration 20F (143428.860000 sec): 3 clusters
  Score: Raw -1445569.048943 + Penalty 3159.814157 = -1442409.234786
  nChanged 154
		SP:Iteration 21Q (143429.130000 sec): 3 clusters
  Score: Raw -1445610.353361 + Penalty 3159.814157 = -1442450.539204
  nChanged 127
		SP:Iteration 22Q (143429.430000 sec): 3 clusters
  Score: Raw -1445641.533153 + Penalty 3159.814157 = -1442481.718996
  nChanged 114
		SP:Iteration 23Q (143429.730000 sec): 3 clusters
  Score: Raw -1445669.513890 + Penalty 3159.814157 = -1442509.699732
  nChanged 118
		SP:Iteration 24Q (143430.030000 sec): 3 clusters
  Score: Raw -1445698.915906 + Penalty 3159.814157 = -1442539.101748
  nChanged 109
		SP:Iteration 25Q (143430.330000 sec): 3 clusters
  Score: Raw -1445726.298273 + Penalty 3159.814157 = -1442566.484116
  nChanged 103
		SP:Iteration 26Q (143430.680000 sec): 3 clusters
  Score: Raw -1445750.404376 + Penalty 3159.814157 = -1442590.590219
  nChanged 101
		SP:Iteration 27Q (143430.830000 sec): 3 clusters
  Score: Raw -1445774.927014 + Penalty 3159.814157 = -1442615.112857
  nChanged 107
		SP:Iteration 28Q (143431.120000 sec): 3 clusters
  Score: Raw -1445797.912249 + Penalty 3159.814157 = -1442638.098092
  nChanged 94
		SP:Iteration 29Q (143431.470000 sec): 3 clusters
  Score: Raw -1445823.121591 + Penalty 3159.814157 = -1442663.307434
  nChanged 119
		SP:Iteration 30Q (143431.730000 sec): 3 clusters
  Score: Raw -1445862.761012 + Penalty 3159.814157 = -1442702.946855
  nChanged 138
		SP:Iteration 31Q (143432.030000 sec): 3 clusters
  Score: Raw -1445908.860289 + Penalty 3159.814157 = -1442749.046132
  nChanged 138
		SP:Iteration 32Q (143432.340000 sec): 3 clusters
  Score: Raw -1445955.091434 + Penalty 3159.814157 = -1442795.277277
  nChanged 116
		SP:Iteration 33Q (143432.640000 sec): 3 clusters
  Score: Raw -1445994.720344 + Penalty 3159.814157 = -1442834.906187
  nChanged 120
		SP:Iteration 34Q (143432.870000 sec): 3 clusters
  Score: Raw -1446038.000437 + Penalty 3159.814157 = -1442878.186280
  nChanged 127
		SP:Iteration 35Q (143433.130000 sec): 3 clusters
  Score: Raw -1446091.283646 + Penalty 3159.814157 = -1442931.469489
  nChanged 138
		SP:Iteration 36Q (143433.350000 sec): 3 clusters
  Score: Raw -1446147.936906 + Penalty 3159.814157 = -1442988.122749
  nChanged 141
		SP:Iteration 37Q (143433.650000 sec): 3 clusters
  Score: Raw -1446204.315624 + Penalty 3159.814157 = -1443044.501467
  nChanged 120
		SP:Iteration 38Q (143433.810000 sec): 3 clusters
  Score: Raw -1446251.254809 + Penalty 3159.814157 = -1443091.440652
  nChanged 115
		SP:Iteration 39Q (143434.180000 sec): 3 clusters
  Score: Raw -1446317.113243 + Penalty 3159.814157 = -1443157.299086
  nChanged 111
		SP:Iteration 40F (143434.450000 sec): 3 clusters
  Score: Raw -1446397.832411 + Penalty 3159.814157 = -1443238.018253
  nChanged 103
		SP:Iteration 41Q (143434.750000 sec): 3 clusters
  Score: Raw -1446498.759987 + Penalty 3159.814157 = -1443338.945830
  nChanged 78
		SP:Iteration 42Q (143435.010000 sec): 3 clusters
  Score: Raw -1446559.051967 + Penalty 3159.814157 = -1443399.237810
  nChanged 61
		SP:Iteration 43Q (143435.280000 sec): 3 clusters
  Score: Raw -1446585.513364 + Penalty 3159.814157 = -1443425.699207
  nChanged 53
		SP:Iteration 44Q (143435.540000 sec): 3 clusters
  Score: Raw -1446601.248836 + Penalty 3159.814157 = -1443441.434679
  nChanged 35
		SP:Iteration 45Q (143435.800000 sec): 3 clusters
  Score: Raw -1446610.215655 + Penalty 3159.814157 = -1443450.401498
  nChanged 28
		SP:Iteration 46Q (143436.060000 sec): 3 clusters
  Score: Raw -1446617.245953 + Penalty 3159.814157 = -1443457.431796
  nChanged 20
		SP:Iteration 47Q (143436.320000 sec): 3 clusters
  Score: Raw -1446621.722224 + Penalty 3159.814157 = -1443461.908067
  nChanged 14
		SP:Iteration 48Q (143436.550000 sec): 3 clusters
  Score: Raw -1446625.578208 + Penalty 3159.814157 = -1443465.764051
  nChanged 14
		SP:Iteration 49Q (143436.810000 sec): 3 clusters
  Score: Raw -1446629.203800 + Penalty 3159.814157 = -1443469.389642
  nChanged 10
		SP:Iteration 50Q (143437.070000 sec): 3 clusters
  Score: Raw -1446632.340486 + Penalty 3159.814157 = -1443472.526329
  nChanged 13
		SP:Iteration 51Q (143437.320000 sec): 3 clusters
  Score: Raw -1446635.271216 + Penalty 3159.814157 = -1443475.457059
  nChanged 13
		SP:Iteration 52Q (143437.620000 sec): 3 clusters
  Score: Raw -1446638.291615 + Penalty 3159.814157 = -1443478.477458
  nChanged 15
		SP:Iteration 53Q (143437.840000 sec): 3 clusters
  Score: Raw -1446641.838962 + Penalty 3159.814157 = -1443482.024805
  nChanged 11
		SP:Iteration 54Q (143438.150000 sec): 3 clusters
  Score: Raw -1446645.494386 + Penalty 3159.814157 = -1443485.680229
  nChanged 14
		SP:Iteration 55Q (143438.410000 sec): 3 clusters
  Score: Raw -1446649.123750 + Penalty 3159.814157 = -1443489.309593
  nChanged 14
		SP:Iteration 56Q (143438.630000 sec): 3 clusters
  Score: Raw -1446651.839487 + Penalty 3159.814157 = -1443492.025330
  nChanged 13
		SP:Iteration 57Q (143438.890000 sec): 3 clusters
  Score: Raw -1446654.446152 + Penalty 3159.814157 = -1443494.631995
  nChanged 12
		SP:Iteration 58Q (143439.150000 sec): 3 clusters
  Score: Raw -1446656.560763 + Penalty 3159.814157 = -1443496.746606
  nChanged 8
		SP:Iteration 59Q (143439.410000 sec): 3 clusters
  Score: Raw -1446657.818960 + Penalty 3159.814157 = -1443498.004803
  nChanged 8
		SP:Iteration 60F (143439.670000 sec): 3 clusters
  Score: Raw -1446660.012672 + Penalty 3159.814157 = -1443500.198515
  nChanged 15
		SP:Iteration 61Q (143439.870000 sec): 3 clusters
  Score: Raw -1446664.269359 + Penalty 3159.814157 = -1443504.455202
  nChanged 15
		SP:Iteration 62Q (143440.110000 sec): 3 clusters
  Score: Raw -1446667.110617 + Penalty 3159.814157 = -1443507.296460
  nChanged 9
		SP:Iteration 63Q (143440.370000 sec): 3 clusters
  Score: Raw -1446668.776836 + Penalty 3159.814157 = -1443508.962679
  nChanged 4
		SP:Iteration 64Q (143440.590000 sec): 3 clusters
  Score: Raw -1446669.361658 + Penalty 3159.814157 = -1443509.547501
  nChanged 7
		SP:Iteration 65Q (143440.850000 sec): 3 clusters
  Score: Raw -1446670.272007 + Penalty 3159.814157 = -1443510.457850
  nChanged 3
		SP:Iteration 66Q (143441.020000 sec): 3 clusters
  Score: Raw -1446670.992546 + Penalty 3159.814157 = -1443511.178389
  nChanged 3
		SP:Iteration 67Q (143441.250000 sec): 3 clusters
  Score: Raw -1446671.422074 + Penalty 3159.814157 = -1443511.607917
  nChanged 2
		SP:Iteration 68Q (143441.510000 sec): 3 clusters
  Score: Raw -1446671.726692 + Penalty 3159.814157 = -1443511.912535
  nChanged 3
		SP:Iteration 69Q (143441.770000 sec): 3 clusters
  Score: Raw -1446672.186242 + Penalty 3159.814157 = -1443512.372085
  nChanged 4
		SP:Iteration 70Q (143442.030000 sec): 3 clusters
  Score: Raw -1446672.931785 + Penalty 3159.814157 = -1443513.117628
  nChanged 5
		SP:Iteration 71Q (143442.290000 sec): 3 clusters
  Score: Raw -1446673.872912 + Penalty 3159.814157 = -1443514.058755
  nChanged 8
		SP:Iteration 72Q (143442.510000 sec): 3 clusters
  Score: Raw -1446675.686736 + Penalty 3159.814157 = -1443515.872579
  nChanged 9
		SP:Iteration 73Q (143442.770000 sec): 3 clusters
  Score: Raw -1446677.336639 + Penalty 3159.814157 = -1443517.522482
  nChanged 9
		SP:Iteration 74Q (143443.030000 sec): 3 clusters
  Score: Raw -1446678.914411 + Penalty 3159.814157 = -1443519.100254
  nChanged 5
		SP:Iteration 75Q (143443.290000 sec): 3 clusters
  Score: Raw -1446679.534707 + Penalty 3159.814157 = -1443519.720550
  nChanged 3
		SP:Iteration 76Q (143443.550000 sec): 3 clusters
  Score: Raw -1446679.896612 + Penalty 3159.814157 = -1443520.082455
  nChanged 4
		SP:Iteration 77Q (143443.820000 sec): 3 clusters
  Score: Raw -1446680.248404 + Penalty 3159.814157 = -1443520.434247
  nChanged 3
		SP:Iteration 78Q (143444.040000 sec): 3 clusters
  Score: Raw -1446680.987805 + Penalty 3159.814157 = -1443521.173647
  nChanged 4
		SP:Iteration 79Q (143444.300000 sec): 3 clusters
  Score: Raw -1446681.654325 + Penalty 3159.814157 = -1443521.840167
  nChanged 4
		SP:Iteration 80F (143444.560000 sec): 3 clusters
  Score: Raw -1446682.429697 + Penalty 3159.814157 = -1443522.615540
  nChanged 7
		SP:Iteration 81Q (143444.830000 sec): 3 clusters
  Score: Raw -1446683.832339 + Penalty 3159.814157 = -1443524.018182
  nChanged 5
		SP:Iteration 82Q (143445.090000 sec): 3 clusters
  Score: Raw -1446684.480489 + Penalty 3159.814157 = -1443524.666331
  nChanged 6
		SP:Iteration 83Q (143445.310000 sec): 3 clusters
  Score: Raw -1446685.785434 + Penalty 3159.814157 = -1443525.971277
  nChanged 4
		SP:Iteration 84Q (143445.530000 sec): 3 clusters
  Score: Raw -1446686.383391 + Penalty 3159.814157 = -1443526.569234
  nChanged 4
		SP:Iteration 85Q (143445.750000 sec): 3 clusters
  Score: Raw -1446687.034574 + Penalty 3159.814157 = -1443527.220417
  nChanged 4
		SP:Iteration 86Q (143445.980000 sec): 3 clusters
  Score: Raw -1446687.700704 + Penalty 3159.814157 = -1443527.886547
  nChanged 4
		SP:Iteration 87Q (143446.240000 sec): 3 clusters
  Score: Raw -1446689.106163 + Penalty 3159.814157 = -1443529.292006
  nChanged 6
		SP:Iteration 88Q (143446.500000 sec): 3 clusters
  Score: Raw -1446691.029321 + Penalty 3159.814157 = -1443531.215164
  nChanged 8
		SP:Iteration 89Q (143446.810000 sec): 3 clusters
  Score: Raw -1446693.209097 + Penalty 3159.814157 = -1443533.394940
  nChanged 7
		SP:Iteration 90Q (143447.060000 sec): 3 clusters
  Score: Raw -1446694.557504 + Penalty 3159.814157 = -1443534.743347
  nChanged 6
		SP:Iteration 91Q (143447.320000 sec): 3 clusters
  Score: Raw -1446695.687512 + Penalty 3159.814157 = -1443535.873355
  nChanged 5
		SP:Iteration 92Q (143447.490000 sec): 3 clusters
  Score: Raw -1446696.337379 + Penalty 3159.814157 = -1443536.523222
  nChanged 2
		SP:Iteration 93Q (143447.720000 sec): 3 clusters
  Score: Raw -1446696.602632 + Penalty 3159.814157 = -1443536.788475
  nChanged 3
		SP:Iteration 94Q (143448.020000 sec): 3 clusters
  Score: Raw -1446697.003271 + Penalty 3159.814157 = -1443537.189114
  nChanged 1
		SP:Iteration 95Q (143448.290000 sec): 3 clusters
  Score: Raw -1446697.129794 + Penalty 3159.814157 = -1443537.315637
  nChanged 2
		SP:Iteration 96Q (143448.510000 sec): 3 clusters
  Score: Raw -1446697.580520 + Penalty 3159.814157 = -1443537.766363
  nChanged 2
		SP:Iteration 97Q (143448.770000 sec): 3 clusters
  Score: Raw -1446698.036817 + Penalty 3159.814157 = -1443538.222660
  nChanged 3
		SP:Iteration 98Q (143449.040000 sec): 3 clusters
  Score: Raw -1446698.671916 + Penalty 3159.814157 = -1443538.857759
  nChanged 2
		SP:Iteration 99Q (143449.290000 sec): 3 clusters
  Score: Raw -1446699.069230 + Penalty 3159.814157 = -1443539.255073
  nChanged 3
		SP:Iteration 100F (143449.600000 sec): 3 clusters
  Score: Raw -1446699.429054 + Penalty 3159.814157 = -1443539.614897
  nChanged 1
		SP:Iteration 101Q (143449.860000 sec): 3 clusters
  Score: Raw -1446699.520916 + Penalty 3159.814157 = -1443539.706759
  nChanged 0
		SP:Iteration 102F (143450.110000 sec): 3 clusters
  Score: Raw -1446699.520916 + Penalty 3159.814157 = -1443539.706759
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 79 (2646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143450.190000 sec): 2 clusters
  Score: Raw -222525.680936 + Penalty 1280.630706 = -221245.050230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143450.400000 sec): 3 clusters
  Score: Raw -221325.521903 + Penalty 2561.261412 = -218764.260491
  nChanged 985
		SP:Iteration 1F (143450.560000 sec): 3 clusters
  Score: Raw -221954.603367 + Penalty 2561.261412 = -219393.341955
  nChanged 220
		SP:Iteration 2F (143450.720000 sec): 3 clusters
  Score: Raw -222097.875351 + Penalty 2561.261412 = -219536.613939
  nChanged 150
		SP:Iteration 3F (143450.880000 sec): 3 clusters
  Score: Raw -222204.087688 + Penalty 2561.261412 = -219642.826276
  nChanged 105
		SP:Iteration 4Q (143451.030000 sec): 3 clusters
  Score: Raw -222275.744677 + Penalty 2561.261412 = -219714.483264
  nChanged 91
		SP:Iteration 5Q (143451.190000 sec): 3 clusters
  Score: Raw -222343.087755 + Penalty 2561.261412 = -219781.826343
  nChanged 88
		SP:Iteration 6Q (143451.350000 sec): 3 clusters
  Score: Raw -222420.117716 + Penalty 2561.261412 = -219858.856304
  nChanged 102
		SP:Iteration 7Q (143451.510000 sec): 3 clusters
  Score: Raw -222518.540959 + Penalty 2561.261412 = -219957.279547
  nChanged 92
		SP:Iteration 8Q (143451.590000 sec): 3 clusters
  Score: Raw -222633.881886 + Penalty 2561.261412 = -220072.620474
  nChanged 110
		SP:Iteration 9Q (143451.650000 sec): 3 clusters
  Score: Raw -222764.745557 + Penalty 2561.261412 = -220203.484145
  nChanged 102
		SP:Iteration 10Q (143451.700000 sec): 3 clusters
  Score: Raw -222885.315051 + Penalty 2561.261412 = -220324.053639
  nChanged 97
		SP:Iteration 11Q (143451.750000 sec): 3 clusters
  Score: Raw -222981.145799 + Penalty 2561.261412 = -220419.884387
  nChanged 62
		SP:Iteration 12Q (143451.800000 sec): 3 clusters
  Score: Raw -223028.745849 + Penalty 2561.261412 = -220467.484437
  nChanged 42
		SP:Iteration 13Q (143451.850000 sec): 3 clusters
  Score: Raw -223054.951344 + Penalty 2561.261412 = -220493.689932
  nChanged 36
		SP:Iteration 14Q (143451.910000 sec): 3 clusters
  Score: Raw -223082.428090 + Penalty 2561.261412 = -220521.166678
  nChanged 29
		SP:Iteration 15Q (143451.960000 sec): 3 clusters
  Score: Raw -223107.435407 + Penalty 2561.261412 = -220546.173995
  nChanged 36
		SP:Iteration 16Q (143452.010000 sec): 3 clusters
  Score: Raw -223133.476060 + Penalty 2561.261412 = -220572.214648
  nChanged 22
		SP:Iteration 17Q (143452.060000 sec): 3 clusters
  Score: Raw -223146.646415 + Penalty 2561.261412 = -220585.385003
  nChanged 16
		SP:Iteration 18Q (143452.110000 sec): 3 clusters
  Score: Raw -223154.320466 + Penalty 2561.261412 = -220593.059054
  nChanged 14
		SP:Iteration 19Q (143452.170000 sec): 3 clusters
  Score: Raw -223160.009509 + Penalty 2561.261412 = -220598.748097
  nChanged 7
		SP:Iteration 20F (143452.220000 sec): 3 clusters
  Score: Raw -223162.878812 + Penalty 2561.261412 = -220601.617400
  nChanged 5
		SP:Iteration 21Q (143452.270000 sec): 3 clusters
  Score: Raw -223164.659470 + Penalty 2561.261412 = -220603.398058
  nChanged 4
		SP:Iteration 22Q (143452.320000 sec): 3 clusters
  Score: Raw -223167.660931 + Penalty 2561.261412 = -220606.399519
  nChanged 8
		SP:Iteration 23Q (143452.370000 sec): 3 clusters
  Score: Raw -223173.616822 + Penalty 2561.261412 = -220612.355410
  nChanged 10
		SP:Iteration 24Q (143452.430000 sec): 3 clusters
  Score: Raw -223178.605868 + Penalty 2561.261412 = -220617.344456
  nChanged 7
		SP:Iteration 25Q (143452.480000 sec): 3 clusters
  Score: Raw -223182.802872 + Penalty 2561.261412 = -220621.541460
  nChanged 7
		SP:Iteration 26Q (143452.530000 sec): 3 clusters
  Score: Raw -223186.807134 + Penalty 2561.261412 = -220625.545722
  nChanged 4
		SP:Iteration 27Q (143452.580000 sec): 3 clusters
  Score: Raw -223187.885960 + Penalty 2561.261412 = -220626.624548
  nChanged 3
		SP:Iteration 28Q (143452.630000 sec): 3 clusters
  Score: Raw -223189.089568 + Penalty 2561.261412 = -220627.828156
  nChanged 3
		SP:Iteration 29Q (143452.690000 sec): 3 clusters
  Score: Raw -223190.732504 + Penalty 2561.261412 = -220629.471092
  nChanged 1
		SP:Iteration 30Q (143452.740000 sec): 3 clusters
  Score: Raw -223190.823838 + Penalty 2561.261412 = -220629.562426
  nChanged 0
		SP:Iteration 31F (143452.790000 sec): 3 clusters
  Score: Raw -223190.823838 + Penalty 2561.261412 = -220629.562426
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 80 (6222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143452.900000 sec): 2 clusters
  Score: Raw -537013.583935 + Penalty 1419.575085 = -535594.008850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143453.120000 sec): 3 clusters
  Score: Raw -533720.004132 + Penalty 2839.150170 = -530880.853962
  nChanged 2647
		SP:Iteration 1F (143453.280000 sec): 3 clusters
  Score: Raw -535345.549698 + Penalty 2839.150170 = -532506.399527
  nChanged 531
		SP:Iteration 2F (143453.450000 sec): 3 clusters
  Score: Raw -535777.498718 + Penalty 2839.150170 = -532938.348548
  nChanged 487
		SP:Iteration 3F (143453.610000 sec): 3 clusters
  Score: Raw -536120.590360 + Penalty 2839.150170 = -533281.440190
  nChanged 364
		SP:Iteration 4F (143453.760000 sec): 3 clusters
  Score: Raw -536364.453213 + Penalty 2839.150170 = -533525.303043
  nChanged 292
		SP:Iteration 5Q (143453.860000 sec): 3 clusters
  Score: Raw -536552.318691 + Penalty 2839.150170 = -533713.168521
  nChanged 246
		SP:Iteration 6Q (143453.960000 sec): 3 clusters
  Score: Raw -536699.567718 + Penalty 2839.150170 = -533860.417548
  nChanged 197
		SP:Iteration 7Q (143454.060000 sec): 3 clusters
  Score: Raw -536806.379983 + Penalty 2839.150170 = -533967.229812
  nChanged 156
		SP:Iteration 8Q (143454.160000 sec): 3 clusters
  Score: Raw -536887.362583 + Penalty 2839.150170 = -534048.212413
  nChanged 120
		SP:Iteration 9Q (143454.260000 sec): 3 clusters
  Score: Raw -536952.062916 + Penalty 2839.150170 = -534112.912746
  nChanged 95
		SP:Iteration 10Q (143454.360000 sec): 3 clusters
  Score: Raw -537005.493501 + Penalty 2839.150170 = -534166.343331
  nChanged 82
		SP:Iteration 11Q (143454.460000 sec): 3 clusters
  Score: Raw -537046.912686 + Penalty 2839.150170 = -534207.762516
  nChanged 73
		SP:Iteration 12Q (143454.560000 sec): 3 clusters
  Score: Raw -537079.967684 + Penalty 2839.150170 = -534240.817514
  nChanged 51
		SP:Iteration 13Q (143454.670000 sec): 3 clusters
  Score: Raw -537100.833838 + Penalty 2839.150170 = -534261.683668
  nChanged 51
		SP:Iteration 14Q (143454.770000 sec): 3 clusters
  Score: Raw -537122.779153 + Penalty 2839.150170 = -534283.628982
  nChanged 32
		SP:Iteration 15Q (143454.870000 sec): 3 clusters
  Score: Raw -537135.346825 + Penalty 2839.150170 = -534296.196655
  nChanged 34
		SP:Iteration 16Q (143454.970000 sec): 3 clusters
  Score: Raw -537146.785318 + Penalty 2839.150170 = -534307.635147
  nChanged 26
		SP:Iteration 17Q (143455.160000 sec): 3 clusters
  Score: Raw -537156.767840 + Penalty 2839.150170 = -534317.617670
  nChanged 26
		SP:Iteration 18Q (143455.320000 sec): 3 clusters
  Score: Raw -537166.557091 + Penalty 2839.150170 = -534327.406921
  nChanged 25
		SP:Iteration 19Q (143455.490000 sec): 3 clusters
  Score: Raw -537175.765248 + Penalty 2839.150170 = -534336.615077
  nChanged 19
		SP:Iteration 20F (143455.660000 sec): 3 clusters
  Score: Raw -537182.046400 + Penalty 2839.150170 = -534342.896230
  nChanged 17
		SP:Iteration 21Q (143455.820000 sec): 3 clusters
  Score: Raw -537189.040639 + Penalty 2839.150170 = -534349.890469
  nChanged 19
		SP:Iteration 22Q (143455.990000 sec): 3 clusters
  Score: Raw -537196.972384 + Penalty 2839.150170 = -534357.822214
  nChanged 26
		SP:Iteration 23Q (143456.160000 sec): 3 clusters
  Score: Raw -537206.761497 + Penalty 2839.150170 = -534367.611327
  nChanged 27
		SP:Iteration 24Q (143456.320000 sec): 3 clusters
  Score: Raw -537216.868230 + Penalty 2839.150170 = -534377.718060
  nChanged 25
		SP:Iteration 25Q (143456.490000 sec): 3 clusters
  Score: Raw -537225.502851 + Penalty 2839.150170 = -534386.352681
  nChanged 17
		SP:Iteration 26Q (143456.660000 sec): 3 clusters
  Score: Raw -537231.294266 + Penalty 2839.150170 = -534392.144096
  nChanged 17
		SP:Iteration 27Q (143456.820000 sec): 3 clusters
  Score: Raw -537236.457759 + Penalty 2839.150170 = -534397.307589
  nChanged 16
		SP:Iteration 28Q (143456.990000 sec): 3 clusters
  Score: Raw -537242.105928 + Penalty 2839.150170 = -534402.955758
  nChanged 23
		SP:Iteration 29Q (143457.160000 sec): 3 clusters
  Score: Raw -537249.308676 + Penalty 2839.150170 = -534410.158505
  nChanged 13
		SP:Iteration 30Q (143457.320000 sec): 3 clusters
  Score: Raw -537253.826903 + Penalty 2839.150170 = -534414.676733
  nChanged 15
		SP:Iteration 31Q (143457.490000 sec): 3 clusters
  Score: Raw -537258.833172 + Penalty 2839.150170 = -534419.683002
  nChanged 20
		SP:Iteration 32Q (143457.660000 sec): 3 clusters
  Score: Raw -537267.617789 + Penalty 2839.150170 = -534428.467619
  nChanged 16
		SP:Iteration 33Q (143457.820000 sec): 3 clusters
  Score: Raw -537273.136211 + Penalty 2839.150170 = -534433.986041
  nChanged 13
		SP:Iteration 34Q (143457.990000 sec): 3 clusters
  Score: Raw -537278.082400 + Penalty 2839.150170 = -534438.932230
  nChanged 13
		SP:Iteration 35Q (143458.200000 sec): 3 clusters
  Score: Raw -537283.241328 + Penalty 2839.150170 = -534444.091158
  nChanged 9
		SP:Iteration 36Q (143458.370000 sec): 3 clusters
  Score: Raw -537285.350537 + Penalty 2839.150170 = -534446.200366
  nChanged 5
		SP:Iteration 37Q (143458.530000 sec): 3 clusters
  Score: Raw -537286.560645 + Penalty 2839.150170 = -534447.410475
  nChanged 2
		SP:Iteration 38Q (143458.700000 sec): 3 clusters
  Score: Raw -537287.313276 + Penalty 2839.150170 = -534448.163106
  nChanged 3
		SP:Iteration 39Q (143458.860000 sec): 3 clusters
  Score: Raw -537288.294738 + Penalty 2839.150170 = -534449.144567
  nChanged 3
		SP:Iteration 40F (143459.030000 sec): 3 clusters
  Score: Raw -537288.792821 + Penalty 2839.150170 = -534449.642651
  nChanged 3
		SP:Iteration 41Q (143459.200000 sec): 3 clusters
  Score: Raw -537289.655001 + Penalty 2839.150170 = -534450.504831
  nChanged 3
		SP:Iteration 42Q (143459.360000 sec): 3 clusters
  Score: Raw -537290.419085 + Penalty 2839.150170 = -534451.268915
  nChanged 2
		SP:Iteration 43Q (143459.530000 sec): 3 clusters
  Score: Raw -537290.947211 + Penalty 2839.150170 = -534451.797041
  nChanged 3
		SP:Iteration 44Q (143459.700000 sec): 3 clusters
  Score: Raw -537291.881383 + Penalty 2839.150170 = -534452.731213
  nChanged 3
		SP:Iteration 45Q (143459.860000 sec): 3 clusters
  Score: Raw -537293.207392 + Penalty 2839.150170 = -534454.057222
  nChanged 5
		SP:Iteration 46Q (143460.030000 sec): 3 clusters
  Score: Raw -537294.526503 + Penalty 2839.150170 = -534455.376333
  nChanged 3
		SP:Iteration 47Q (143460.190000 sec): 3 clusters
  Score: Raw -537295.405071 + Penalty 2839.150170 = -534456.254901
  nChanged 5
		SP:Iteration 48Q (143460.360000 sec): 3 clusters
  Score: Raw -537296.601390 + Penalty 2839.150170 = -534457.451220
  nChanged 5
		SP:Iteration 49Q (143460.530000 sec): 3 clusters
  Score: Raw -537297.959025 + Penalty 2839.150170 = -534458.808855
  nChanged 3
		SP:Iteration 50Q (143460.690000 sec): 3 clusters
  Score: Raw -537299.184250 + Penalty 2839.150170 = -534460.034080
  nChanged 3
		SP:Iteration 51Q (143460.860000 sec): 3 clusters
  Score: Raw -537300.072206 + Penalty 2839.150170 = -534460.922036
  nChanged 2
		SP:Iteration 52Q (143461.030000 sec): 3 clusters
  Score: Raw -537300.477148 + Penalty 2839.150170 = -534461.326978
  nChanged 2
		SP:Iteration 53Q (143461.190000 sec): 3 clusters
  Score: Raw -537300.841250 + Penalty 2839.150170 = -534461.691079
  nChanged 0
		SP:Iteration 54F (143461.360000 sec): 3 clusters
  Score: Raw -537300.841250 + Penalty 2839.150170 = -534461.691079
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 81 (4521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143461.460000 sec): 2 clusters
  Score: Raw -381439.507701 + Penalty 1367.679379 = -380071.828322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143461.630000 sec): 3 clusters
  Score: Raw -379102.257956 + Penalty 2735.358758 = -376366.899198
  nChanged 1805
		SP:Iteration 1F (143461.810000 sec): 3 clusters
  Score: Raw -380214.802282 + Penalty 2735.358758 = -377479.443523
  nChanged 421
		SP:Iteration 2F (143461.980000 sec): 3 clusters
  Score: Raw -380512.986116 + Penalty 2735.358758 = -377777.627357
  nChanged 327
		SP:Iteration 3F (143462.160000 sec): 3 clusters
  Score: Raw -380757.092658 + Penalty 2735.358758 = -378021.733900
  nChanged 277
		SP:Iteration 4F (143462.330000 sec): 3 clusters
  Score: Raw -380971.364617 + Penalty 2735.358758 = -378236.005858
  nChanged 224
		SP:Iteration 5Q (143462.510000 sec): 3 clusters
  Score: Raw -381145.090951 + Penalty 2735.358758 = -378409.732193
  nChanged 204
		SP:Iteration 6Q (143462.680000 sec): 3 clusters
  Score: Raw -381316.889711 + Penalty 2735.358758 = -378581.530952
  nChanged 198
		SP:Iteration 7Q (143462.860000 sec): 3 clusters
  Score: Raw -381473.305529 + Penalty 2735.358758 = -378737.946771
  nChanged 183
		SP:Iteration 8Q (143463.040000 sec): 3 clusters
  Score: Raw -381605.422377 + Penalty 2735.358758 = -378870.063618
  nChanged 127
		SP:Iteration 9Q (143463.210000 sec): 3 clusters
  Score: Raw -381676.015992 + Penalty 2735.358758 = -378940.657234
  nChanged 95
		SP:Iteration 10Q (143463.390000 sec): 3 clusters
  Score: Raw -381721.250134 + Penalty 2735.358758 = -378985.891376
  nChanged 80
		SP:Iteration 11Q (143463.560000 sec): 3 clusters
  Score: Raw -381751.306331 + Penalty 2735.358758 = -379015.947573
  nChanged 49
		SP:Iteration 12Q (143463.740000 sec): 3 clusters
  Score: Raw -381765.769136 + Penalty 2735.358758 = -379030.410377
  nChanged 31
		SP:Iteration 13Q (143463.920000 sec): 3 clusters
  Score: Raw -381774.378028 + Penalty 2735.358758 = -379039.019269
  nChanged 19
		SP:Iteration 14Q (143464.090000 sec): 3 clusters
  Score: Raw -381780.750199 + Penalty 2735.358758 = -379045.391441
  nChanged 24
		SP:Iteration 15Q (143464.270000 sec): 3 clusters
  Score: Raw -381787.669337 + Penalty 2735.358758 = -379052.310578
  nChanged 25
		SP:Iteration 16Q (143464.440000 sec): 3 clusters
  Score: Raw -381796.795891 + Penalty 2735.358758 = -379061.437133
  nChanged 19
		SP:Iteration 17Q (143464.620000 sec): 3 clusters
  Score: Raw -381803.201805 + Penalty 2735.358758 = -379067.843047
  nChanged 22
		SP:Iteration 18Q (143464.800000 sec): 3 clusters
  Score: Raw -381810.947631 + Penalty 2735.358758 = -379075.588872
  nChanged 25
		SP:Iteration 19Q (143464.970000 sec): 3 clusters
  Score: Raw -381818.970577 + Penalty 2735.358758 = -379083.611818
  nChanged 17
		SP:Iteration 20F (143465.150000 sec): 3 clusters
  Score: Raw -381823.946828 + Penalty 2735.358758 = -379088.588069
  nChanged 12
		SP:Iteration 21Q (143465.320000 sec): 3 clusters
  Score: Raw -381827.957311 + Penalty 2735.358758 = -379092.598553
  nChanged 12
		SP:Iteration 22Q (143465.510000 sec): 3 clusters
  Score: Raw -381831.228736 + Penalty 2735.358758 = -379095.869978
  nChanged 10
		SP:Iteration 23Q (143465.690000 sec): 3 clusters
  Score: Raw -381833.750513 + Penalty 2735.358758 = -379098.391754
  nChanged 6
		SP:Iteration 24Q (143465.850000 sec): 3 clusters
  Score: Raw -381835.243944 + Penalty 2735.358758 = -379099.885186
  nChanged 6
		SP:Iteration 25Q (143466.010000 sec): 3 clusters
  Score: Raw -381836.622066 + Penalty 2735.358758 = -379101.263308
  nChanged 7
		SP:Iteration 26Q (143466.170000 sec): 3 clusters
  Score: Raw -381840.429777 + Penalty 2735.358758 = -379105.071019
  nChanged 10
		SP:Iteration 27Q (143466.330000 sec): 3 clusters
  Score: Raw -381844.557835 + Penalty 2735.358758 = -379109.199077
  nChanged 14
		SP:Iteration 28Q (143466.490000 sec): 3 clusters
  Score: Raw -381847.137163 + Penalty 2735.358758 = -379111.778404
  nChanged 9
		SP:Iteration 29Q (143466.650000 sec): 3 clusters
  Score: Raw -381849.506517 + Penalty 2735.358758 = -379114.147759
  nChanged 12
		SP:Iteration 30Q (143466.810000 sec): 3 clusters
  Score: Raw -381851.914908 + Penalty 2735.358758 = -379116.556150
  nChanged 9
		SP:Iteration 31Q (143466.970000 sec): 3 clusters
  Score: Raw -381854.880407 + Penalty 2735.358758 = -379119.521649
  nChanged 16
		SP:Iteration 32Q (143467.130000 sec): 3 clusters
  Score: Raw -381862.171856 + Penalty 2735.358758 = -379126.813098
  nChanged 22
		SP:Iteration 33Q (143467.300000 sec): 3 clusters
  Score: Raw -381872.325837 + Penalty 2735.358758 = -379136.967079
  nChanged 27
		SP:Iteration 34Q (143467.480000 sec): 3 clusters
  Score: Raw -381882.071025 + Penalty 2735.358758 = -379146.712267
  nChanged 21
		SP:Iteration 35Q (143467.640000 sec): 3 clusters
  Score: Raw -381888.365449 + Penalty 2735.358758 = -379153.006691
  nChanged 17
		SP:Iteration 36Q (143467.810000 sec): 3 clusters
  Score: Raw -381895.745055 + Penalty 2735.358758 = -379160.386297
  nChanged 26
		SP:Iteration 37Q (143467.960000 sec): 3 clusters
  Score: Raw -381912.007427 + Penalty 2735.358758 = -379176.648668
  nChanged 32
		SP:Iteration 38Q (143468.120000 sec): 3 clusters
  Score: Raw -381936.311567 + Penalty 2735.358758 = -379200.952809
  nChanged 37
		SP:Iteration 39Q (143468.280000 sec): 3 clusters
  Score: Raw -381957.280131 + Penalty 2735.358758 = -379221.921372
  nChanged 34
		SP:Iteration 40F (143468.440000 sec): 3 clusters
  Score: Raw -381978.315054 + Penalty 2735.358758 = -379242.956296
  nChanged 29
		SP:Iteration 41Q (143468.600000 sec): 3 clusters
  Score: Raw -381996.921244 + Penalty 2735.358758 = -379261.562486
  nChanged 20
		SP:Iteration 42Q (143468.760000 sec): 3 clusters
  Score: Raw -382005.646532 + Penalty 2735.358758 = -379270.287774
  nChanged 18
		SP:Iteration 43Q (143468.920000 sec): 3 clusters
  Score: Raw -382011.920683 + Penalty 2735.358758 = -379276.561924
  nChanged 14
		SP:Iteration 44Q (143469.080000 sec): 3 clusters
  Score: Raw -382016.135631 + Penalty 2735.358758 = -379280.776873
  nChanged 9
		SP:Iteration 45Q (143469.240000 sec): 3 clusters
  Score: Raw -382019.257648 + Penalty 2735.358758 = -379283.898889
  nChanged 8
		SP:Iteration 46Q (143469.400000 sec): 3 clusters
  Score: Raw -382022.125349 + Penalty 2735.358758 = -379286.766590
  nChanged 8
		SP:Iteration 47Q (143469.560000 sec): 3 clusters
  Score: Raw -382024.744131 + Penalty 2735.358758 = -379289.385373
  nChanged 3
		SP:Iteration 48Q (143469.720000 sec): 3 clusters
  Score: Raw -382025.959560 + Penalty 2735.358758 = -379290.600802
  nChanged 5
		SP:Iteration 49Q (143469.880000 sec): 3 clusters
  Score: Raw -382026.811529 + Penalty 2735.358758 = -379291.452771
  nChanged 2
		SP:Iteration 50Q (143470.050000 sec): 3 clusters
  Score: Raw -382027.505552 + Penalty 2735.358758 = -379292.146794
  nChanged 3
		SP:Iteration 51Q (143470.220000 sec): 3 clusters
  Score: Raw -382028.592707 + Penalty 2735.358758 = -379293.233949
  nChanged 2
		SP:Iteration 52Q (143470.400000 sec): 3 clusters
  Score: Raw -382028.768963 + Penalty 2735.358758 = -379293.410204
  nChanged 0
		SP:Iteration 53F (143470.570000 sec): 3 clusters
  Score: Raw -382028.768963 + Penalty 2735.358758 = -379293.410204
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 82 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143470.660000 sec): 2 clusters
  Score: Raw -64830.558968 + Penalty 1092.427342 = -63738.131626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143470.840000 sec): 3 clusters
  Score: Raw -64638.370622 + Penalty 2184.854683 = -62453.515938
  nChanged 226
		SP:Iteration 1F (143471.010000 sec): 3 clusters
  Score: Raw -64924.886315 + Penalty 2184.854683 = -62740.031632
  nChanged 76
		SP:Iteration 2F (143471.190000 sec): 3 clusters
  Score: Raw -65049.197217 + Penalty 2184.854683 = -62864.342534
  nChanged 42
		SP:Iteration 3F (143471.370000 sec): 3 clusters
  Score: Raw -65120.025805 + Penalty 2184.854683 = -62935.171121
  nChanged 26
		SP:Iteration 4Q (143471.540000 sec): 3 clusters
  Score: Raw -65161.061525 + Penalty 2184.854683 = -62976.206842
  nChanged 18
		SP:Iteration 5Q (143471.720000 sec): 3 clusters
  Score: Raw -65179.987521 + Penalty 2184.854683 = -62995.132838
  nChanged 11
		SP:Iteration 6Q (143471.890000 sec): 3 clusters
  Score: Raw -65200.419998 + Penalty 2184.854683 = -63015.565315
  nChanged 9
		SP:Iteration 7Q (143472.070000 sec): 3 clusters
  Score: Raw -65212.490475 + Penalty 2184.854683 = -63027.635792
  nChanged 9
		SP:Iteration 8Q (143472.250000 sec): 3 clusters
  Score: Raw -65221.769234 + Penalty 2184.854683 = -63036.914550
  nChanged 4
		SP:Iteration 9Q (143472.420000 sec): 3 clusters
  Score: Raw -65224.879584 + Penalty 2184.854683 = -63040.024901
  nChanged 2
		SP:Iteration 10Q (143472.600000 sec): 3 clusters
  Score: Raw -65226.401781 + Penalty 2184.854683 = -63041.547098
  nChanged 0
		SP:Iteration 11F (143472.770000 sec): 3 clusters
  Score: Raw -65226.401781 + Penalty 2184.854683 = -63041.547098
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 83 (2821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143472.850000 sec): 2 clusters
  Score: Raw -226643.073347 + Penalty 1291.037591 = -225352.035756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143473.020000 sec): 3 clusters
  Score: Raw -225357.295828 + Penalty 2582.075181 = -222775.220647
  nChanged 1071
		SP:Iteration 1F (143473.200000 sec): 3 clusters
  Score: Raw -226088.720899 + Penalty 2582.075181 = -223506.645718
  nChanged 277
		SP:Iteration 2F (143473.370000 sec): 3 clusters
  Score: Raw -226346.215461 + Penalty 2582.075181 = -223764.140280
  nChanged 192
		SP:Iteration 3F (143473.550000 sec): 3 clusters
  Score: Raw -226524.080470 + Penalty 2582.075181 = -223942.005289
  nChanged 168
		SP:Iteration 4F (143473.730000 sec): 3 clusters
  Score: Raw -226677.893913 + Penalty 2582.075181 = -224095.818731
  nChanged 136
		SP:Iteration 5Q (143473.900000 sec): 3 clusters
  Score: Raw -226798.149613 + Penalty 2582.075181 = -224216.074432
  nChanged 123
		SP:Iteration 6Q (143474.080000 sec): 3 clusters
  Score: Raw -226902.565041 + Penalty 2582.075181 = -224320.489859
  nChanged 77
		SP:Iteration 7Q (143474.250000 sec): 3 clusters
  Score: Raw -226968.665121 + Penalty 2582.075181 = -224386.589940
  nChanged 63
		SP:Iteration 8Q (143474.430000 sec): 3 clusters
  Score: Raw -227012.669866 + Penalty 2582.075181 = -224430.594685
  nChanged 54
		SP:Iteration 9Q (143474.610000 sec): 3 clusters
  Score: Raw -227050.059845 + Penalty 2582.075181 = -224467.984664
  nChanged 41
		SP:Iteration 10Q (143474.780000 sec): 3 clusters
  Score: Raw -227074.973857 + Penalty 2582.075181 = -224492.898676
  nChanged 34
		SP:Iteration 11Q (143474.960000 sec): 3 clusters
  Score: Raw -227092.111802 + Penalty 2582.075181 = -224510.036620
  nChanged 32
		SP:Iteration 12Q (143475.010000 sec): 3 clusters
  Score: Raw -227107.771874 + Penalty 2582.075181 = -224525.696693
  nChanged 20
		SP:Iteration 13Q (143475.070000 sec): 3 clusters
  Score: Raw -227115.876798 + Penalty 2582.075181 = -224533.801617
  nChanged 16
		SP:Iteration 14Q (143475.120000 sec): 3 clusters
  Score: Raw -227123.268173 + Penalty 2582.075181 = -224541.192992
  nChanged 14
		SP:Iteration 15Q (143475.170000 sec): 3 clusters
  Score: Raw -227130.813918 + Penalty 2582.075181 = -224548.738737
  nChanged 18
		SP:Iteration 16Q (143475.220000 sec): 3 clusters
  Score: Raw -227139.757449 + Penalty 2582.075181 = -224557.682268
  nChanged 15
		SP:Iteration 17Q (143475.270000 sec): 3 clusters
  Score: Raw -227145.157875 + Penalty 2582.075181 = -224563.082694
  nChanged 8
		SP:Iteration 18Q (143475.330000 sec): 3 clusters
  Score: Raw -227149.602261 + Penalty 2582.075181 = -224567.527080
  nChanged 7
		SP:Iteration 19Q (143475.380000 sec): 3 clusters
  Score: Raw -227152.076716 + Penalty 2582.075181 = -224570.001535
  nChanged 5
		SP:Iteration 20F (143475.430000 sec): 3 clusters
  Score: Raw -227153.354563 + Penalty 2582.075181 = -224571.279382
  nChanged 3
		SP:Iteration 21Q (143475.490000 sec): 3 clusters
  Score: Raw -227154.669205 + Penalty 2582.075181 = -224572.594024
  nChanged 4
		SP:Iteration 22Q (143475.540000 sec): 3 clusters
  Score: Raw -227156.008694 + Penalty 2582.075181 = -224573.933513
  nChanged 4
		SP:Iteration 23Q (143475.590000 sec): 3 clusters
  Score: Raw -227159.136220 + Penalty 2582.075181 = -224577.061039
  nChanged 4
		SP:Iteration 24Q (143475.770000 sec): 3 clusters
  Score: Raw -227160.776909 + Penalty 2582.075181 = -224578.701728
  nChanged 3
		SP:Iteration 25Q (143475.940000 sec): 3 clusters
  Score: Raw -227161.589503 + Penalty 2582.075181 = -224579.514321
  nChanged 3
		SP:Iteration 26Q (143476.110000 sec): 3 clusters
  Score: Raw -227162.148461 + Penalty 2582.075181 = -224580.073280
  nChanged 2
		SP:Iteration 27Q (143476.290000 sec): 3 clusters
  Score: Raw -227163.057464 + Penalty 2582.075181 = -224580.982283
  nChanged 1
		SP:Iteration 28Q (143476.470000 sec): 3 clusters
  Score: Raw -227163.118325 + Penalty 2582.075181 = -224581.043144
  nChanged 0
		SP:Iteration 29F (143476.640000 sec): 3 clusters
  Score: Raw -227163.118325 + Penalty 2582.075181 = -224581.043144
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 84 (2521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143476.730000 sec): 2 clusters
  Score: Raw -207876.245544 + Penalty 1272.766776 = -206603.478769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143476.900000 sec): 3 clusters
  Score: Raw -206800.461734 + Penalty 2545.533551 = -204254.928182
  nChanged 954
		SP:Iteration 1F (143477.070000 sec): 3 clusters
  Score: Raw -207580.732207 + Penalty 2545.533551 = -205035.198656
  nChanged 236
		SP:Iteration 2F (143477.250000 sec): 3 clusters
  Score: Raw -207839.840905 + Penalty 2545.533551 = -205294.307353
  nChanged 162
		SP:Iteration 3F (143477.430000 sec): 3 clusters
  Score: Raw -208005.310195 + Penalty 2545.533551 = -205459.776643
  nChanged 131
		SP:Iteration 4F (143477.600000 sec): 3 clusters
  Score: Raw -208128.576005 + Penalty 2545.533551 = -205583.042453
  nChanged 99
		SP:Iteration 5Q (143477.780000 sec): 3 clusters
  Score: Raw -208223.296307 + Penalty 2545.533551 = -205677.762756
  nChanged 86
		SP:Iteration 6Q (143477.950000 sec): 3 clusters
  Score: Raw -208294.503956 + Penalty 2545.533551 = -205748.970405
  nChanged 60
		SP:Iteration 7Q (143478.130000 sec): 3 clusters
  Score: Raw -208333.833534 + Penalty 2545.533551 = -205788.299982
  nChanged 45
		SP:Iteration 8Q (143478.310000 sec): 3 clusters
  Score: Raw -208361.678513 + Penalty 2545.533551 = -205816.144962
  nChanged 42
		SP:Iteration 9Q (143478.480000 sec): 3 clusters
  Score: Raw -208389.699661 + Penalty 2545.533551 = -205844.166110
  nChanged 41
		SP:Iteration 10Q (143478.660000 sec): 3 clusters
  Score: Raw -208428.445051 + Penalty 2545.533551 = -205882.911499
  nChanged 42
		SP:Iteration 11Q (143478.830000 sec): 3 clusters
  Score: Raw -208457.254842 + Penalty 2545.533551 = -205911.721291
  nChanged 38
		SP:Iteration 12Q (143479.010000 sec): 3 clusters
  Score: Raw -208486.833480 + Penalty 2545.533551 = -205941.299929
  nChanged 45
		SP:Iteration 13Q (143479.190000 sec): 3 clusters
  Score: Raw -208524.803361 + Penalty 2545.533551 = -205979.269810
  nChanged 38
		SP:Iteration 14Q (143479.360000 sec): 3 clusters
  Score: Raw -208549.107374 + Penalty 2545.533551 = -206003.573822
  nChanged 27
		SP:Iteration 15Q (143479.540000 sec): 3 clusters
  Score: Raw -208563.629187 + Penalty 2545.533551 = -206018.095635
  nChanged 17
		SP:Iteration 16Q (143479.710000 sec): 3 clusters
  Score: Raw -208575.197696 + Penalty 2545.533551 = -206029.664145
  nChanged 20
		SP:Iteration 17Q (143479.890000 sec): 3 clusters
  Score: Raw -208589.297013 + Penalty 2545.533551 = -206043.763462
  nChanged 22
		SP:Iteration 18Q (143480.070000 sec): 3 clusters
  Score: Raw -208599.618749 + Penalty 2545.533551 = -206054.085197
  nChanged 17
		SP:Iteration 19Q (143480.240000 sec): 3 clusters
  Score: Raw -208608.593215 + Penalty 2545.533551 = -206063.059664
  nChanged 17
		SP:Iteration 20F (143480.420000 sec): 3 clusters
  Score: Raw -208617.914083 + Penalty 2545.533551 = -206072.380532
  nChanged 13
		SP:Iteration 21Q (143480.590000 sec): 3 clusters
  Score: Raw -208623.181051 + Penalty 2545.533551 = -206077.647499
  nChanged 14
		SP:Iteration 22Q (143480.770000 sec): 3 clusters
  Score: Raw -208631.427072 + Penalty 2545.533551 = -206085.893521
  nChanged 11
		SP:Iteration 23Q (143480.950000 sec): 3 clusters
  Score: Raw -208635.335098 + Penalty 2545.533551 = -206089.801546
  nChanged 10
		SP:Iteration 24Q (143481.120000 sec): 3 clusters
  Score: Raw -208640.656439 + Penalty 2545.533551 = -206095.122887
  nChanged 13
		SP:Iteration 25Q (143481.290000 sec): 3 clusters
  Score: Raw -208646.309424 + Penalty 2545.533551 = -206100.775873
  nChanged 9
		SP:Iteration 26Q (143481.470000 sec): 3 clusters
  Score: Raw -208650.152830 + Penalty 2545.533551 = -206104.619279
  nChanged 4
		SP:Iteration 27Q (143481.650000 sec): 3 clusters
  Score: Raw -208653.318445 + Penalty 2545.533551 = -206107.784893
  nChanged 6
		SP:Iteration 28Q (143481.820000 sec): 3 clusters
  Score: Raw -208656.611478 + Penalty 2545.533551 = -206111.077926
  nChanged 2
		SP:Iteration 29Q (143482.000000 sec): 3 clusters
  Score: Raw -208657.080562 + Penalty 2545.533551 = -206111.547011
  nChanged 0
		SP:Iteration 30F (143482.170000 sec): 3 clusters
  Score: Raw -208657.080562 + Penalty 2545.533551 = -206111.547011
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 85 (7217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143482.310000 sec): 2 clusters
  Score: Raw -696822.907342 + Penalty 1443.681628 = -695379.225714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143482.520000 sec): 3 clusters
  Score: Raw -693043.953180 + Penalty 2887.363256 = -690156.589924
  nChanged 2955
		SP:Iteration 1F (143482.720000 sec): 3 clusters
  Score: Raw -694593.735662 + Penalty 2887.363256 = -691706.372406
  nChanged 428
		SP:Iteration 2F (143482.970000 sec): 3 clusters
  Score: Raw -694832.365905 + Penalty 2887.363256 = -691945.002649
  nChanged 386
		SP:Iteration 3F (143483.170000 sec): 3 clusters
  Score: Raw -695042.487446 + Penalty 2887.363256 = -692155.124190
  nChanged 357
		SP:Iteration 4Q (143483.370000 sec): 3 clusters
  Score: Raw -695242.260362 + Penalty 2887.363256 = -692354.897106
  nChanged 323
		SP:Iteration 5Q (143483.580000 sec): 3 clusters
  Score: Raw -695379.999221 + Penalty 2887.363256 = -692492.635965
  nChanged 254
		SP:Iteration 6Q (143483.780000 sec): 3 clusters
  Score: Raw -695487.725925 + Penalty 2887.363256 = -692600.362669
  nChanged 230
		SP:Iteration 7Q (143483.990000 sec): 3 clusters
  Score: Raw -695584.190449 + Penalty 2887.363256 = -692696.827193
  nChanged 232
		SP:Iteration 8Q (143484.190000 sec): 3 clusters
  Score: Raw -695670.772944 + Penalty 2887.363256 = -692783.409688
  nChanged 219
		SP:Iteration 9Q (143484.390000 sec): 3 clusters
  Score: Raw -695757.600320 + Penalty 2887.363256 = -692870.237064
  nChanged 232
		SP:Iteration 10Q (143484.590000 sec): 3 clusters
  Score: Raw -695853.219236 + Penalty 2887.363256 = -692965.855980
  nChanged 243
		SP:Iteration 11Q (143484.800000 sec): 3 clusters
  Score: Raw -695964.312766 + Penalty 2887.363256 = -693076.949510
  nChanged 279
		SP:Iteration 12Q (143485.010000 sec): 3 clusters
  Score: Raw -696095.708591 + Penalty 2887.363256 = -693208.345335
  nChanged 245
		SP:Iteration 13Q (143485.210000 sec): 3 clusters
  Score: Raw -696212.741292 + Penalty 2887.363256 = -693325.378036
  nChanged 257
		SP:Iteration 14Q (143485.330000 sec): 3 clusters
  Score: Raw -696335.579561 + Penalty 2887.363256 = -693448.216306
  nChanged 236
		SP:Iteration 15Q (143485.450000 sec): 3 clusters
  Score: Raw -696443.109533 + Penalty 2887.363256 = -693555.746278
  nChanged 190
		SP:Iteration 16Q (143485.570000 sec): 3 clusters
  Score: Raw -696511.325867 + Penalty 2887.363256 = -693623.962611
  nChanged 147
		SP:Iteration 17Q (143485.690000 sec): 3 clusters
  Score: Raw -696552.405836 + Penalty 2887.363256 = -693665.042580
  nChanged 104
		SP:Iteration 18Q (143485.810000 sec): 3 clusters
  Score: Raw -696579.295240 + Penalty 2887.363256 = -693691.931985
  nChanged 91
		SP:Iteration 19Q (143485.930000 sec): 3 clusters
  Score: Raw -696602.870469 + Penalty 2887.363256 = -693715.507213
  nChanged 65
		SP:Iteration 20F (143486.050000 sec): 3 clusters
  Score: Raw -696620.624390 + Penalty 2887.363256 = -693733.261134
  nChanged 57
		SP:Iteration 21Q (143486.170000 sec): 3 clusters
  Score: Raw -696634.129434 + Penalty 2887.363256 = -693746.766178
  nChanged 53
		SP:Iteration 22Q (143486.370000 sec): 3 clusters
  Score: Raw -696645.472052 + Penalty 2887.363256 = -693758.108796
  nChanged 37
		SP:Iteration 23Q (143486.570000 sec): 3 clusters
  Score: Raw -696654.123146 + Penalty 2887.363256 = -693766.759890
  nChanged 34
		SP:Iteration 24Q (143486.770000 sec): 3 clusters
  Score: Raw -696661.534869 + Penalty 2887.363256 = -693774.171614
  nChanged 34
		SP:Iteration 25Q (143486.980000 sec): 3 clusters
  Score: Raw -696668.208417 + Penalty 2887.363256 = -693780.845161
  nChanged 32
		SP:Iteration 26Q (143487.190000 sec): 3 clusters
  Score: Raw -696674.548736 + Penalty 2887.363256 = -693787.185480
  nChanged 20
		SP:Iteration 27Q (143487.390000 sec): 3 clusters
  Score: Raw -696678.795365 + Penalty 2887.363256 = -693791.432109
  nChanged 26
		SP:Iteration 28Q (143487.510000 sec): 3 clusters
  Score: Raw -696683.816720 + Penalty 2887.363256 = -693796.453464
  nChanged 24
		SP:Iteration 29Q (143487.630000 sec): 3 clusters
  Score: Raw -696688.924265 + Penalty 2887.363256 = -693801.561009
  nChanged 23
		SP:Iteration 30Q (143487.830000 sec): 3 clusters
  Score: Raw -696693.726555 + Penalty 2887.363256 = -693806.363299
  nChanged 17
		SP:Iteration 31Q (143487.950000 sec): 3 clusters
  Score: Raw -696696.477747 + Penalty 2887.363256 = -693809.114491
  nChanged 14
		SP:Iteration 32Q (143488.070000 sec): 3 clusters
  Score: Raw -696699.063850 + Penalty 2887.363256 = -693811.700594
  nChanged 8
		SP:Iteration 33Q (143488.270000 sec): 3 clusters
  Score: Raw -696700.585794 + Penalty 2887.363256 = -693813.222538
  nChanged 10
		SP:Iteration 34Q (143488.480000 sec): 3 clusters
  Score: Raw -696702.485367 + Penalty 2887.363256 = -693815.122111
  nChanged 12
		SP:Iteration 35Q (143488.680000 sec): 3 clusters
  Score: Raw -696704.326398 + Penalty 2887.363256 = -693816.963142
  nChanged 13
		SP:Iteration 36Q (143488.880000 sec): 3 clusters
  Score: Raw -696706.936284 + Penalty 2887.363256 = -693819.573029
  nChanged 11
		SP:Iteration 37Q (143489.090000 sec): 3 clusters
  Score: Raw -696708.583213 + Penalty 2887.363256 = -693821.219958
  nChanged 10
		SP:Iteration 38Q (143489.300000 sec): 3 clusters
  Score: Raw -696710.965457 + Penalty 2887.363256 = -693823.602201
  nChanged 11
		SP:Iteration 39Q (143489.500000 sec): 3 clusters
  Score: Raw -696713.037030 + Penalty 2887.363256 = -693825.673774
  nChanged 14
		SP:Iteration 40F (143489.690000 sec): 3 clusters
  Score: Raw -696715.810771 + Penalty 2887.363256 = -693828.447516
  nChanged 19
		SP:Iteration 41Q (143489.810000 sec): 3 clusters
  Score: Raw -696718.944355 + Penalty 2887.363256 = -693831.581099
  nChanged 24
		SP:Iteration 42Q (143490.030000 sec): 3 clusters
  Score: Raw -696723.390415 + Penalty 2887.363256 = -693836.027159
  nChanged 13
		SP:Iteration 43Q (143490.230000 sec): 3 clusters
  Score: Raw -696725.793399 + Penalty 2887.363256 = -693838.430144
  nChanged 15
		SP:Iteration 44Q (143490.430000 sec): 3 clusters
  Score: Raw -696728.064979 + Penalty 2887.363256 = -693840.701723
  nChanged 13
		SP:Iteration 45Q (143490.640000 sec): 3 clusters
  Score: Raw -696730.170052 + Penalty 2887.363256 = -693842.806796
  nChanged 10
		SP:Iteration 46Q (143490.840000 sec): 3 clusters
  Score: Raw -696731.321726 + Penalty 2887.363256 = -693843.958470
  nChanged 10
		SP:Iteration 47Q (143491.040000 sec): 3 clusters
  Score: Raw -696733.469212 + Penalty 2887.363256 = -693846.105957
  nChanged 13
		SP:Iteration 48Q (143491.210000 sec): 3 clusters
  Score: Raw -696737.325428 + Penalty 2887.363256 = -693849.962173
  nChanged 20
		SP:Iteration 49Q (143491.330000 sec): 3 clusters
  Score: Raw -696743.451988 + Penalty 2887.363256 = -693856.088732
  nChanged 18
		SP:Iteration 50Q (143491.530000 sec): 3 clusters
  Score: Raw -696747.606292 + Penalty 2887.363256 = -693860.243036
  nChanged 17
		SP:Iteration 51Q (143491.730000 sec): 3 clusters
  Score: Raw -696751.239579 + Penalty 2887.363256 = -693863.876323
  nChanged 16
		SP:Iteration 52Q (143491.930000 sec): 3 clusters
  Score: Raw -696754.671404 + Penalty 2887.363256 = -693867.308148
  nChanged 19
		SP:Iteration 53Q (143492.060000 sec): 3 clusters
  Score: Raw -696759.062818 + Penalty 2887.363256 = -693871.699563
  nChanged 21
		SP:Iteration 54Q (143492.270000 sec): 3 clusters
  Score: Raw -696764.085719 + Penalty 2887.363256 = -693876.722463
  nChanged 26
		SP:Iteration 55Q (143492.480000 sec): 3 clusters
  Score: Raw -696771.569859 + Penalty 2887.363256 = -693884.206603
  nChanged 30
		SP:Iteration 56Q (143492.680000 sec): 3 clusters
  Score: Raw -696780.752246 + Penalty 2887.363256 = -693893.388991
  nChanged 25
		SP:Iteration 57Q (143492.890000 sec): 3 clusters
  Score: Raw -696790.000841 + Penalty 2887.363256 = -693902.637585
  nChanged 32
		SP:Iteration 58Q (143493.090000 sec): 3 clusters
  Score: Raw -696800.702960 + Penalty 2887.363256 = -693913.339705
  nChanged 32
		SP:Iteration 59Q (143493.300000 sec): 3 clusters
  Score: Raw -696811.719912 + Penalty 2887.363256 = -693924.356656
  nChanged 36
		SP:Iteration 60F (143493.510000 sec): 3 clusters
  Score: Raw -696823.078192 + Penalty 2887.363256 = -693935.714936
  nChanged 38
		SP:Iteration 61Q (143493.710000 sec): 3 clusters
  Score: Raw -696834.064551 + Penalty 2887.363256 = -693946.701296
  nChanged 37
		SP:Iteration 62Q (143493.910000 sec): 3 clusters
  Score: Raw -696843.031574 + Penalty 2887.363256 = -693955.668318
  nChanged 34
		SP:Iteration 63Q (143494.120000 sec): 3 clusters
  Score: Raw -696851.715011 + Penalty 2887.363256 = -693964.351755
  nChanged 39
		SP:Iteration 64Q (143494.330000 sec): 3 clusters
  Score: Raw -696860.320472 + Penalty 2887.363256 = -693972.957216
  nChanged 38
		SP:Iteration 65Q (143494.530000 sec): 3 clusters
  Score: Raw -696868.165894 + Penalty 2887.363256 = -693980.802638
  nChanged 33
		SP:Iteration 66Q (143494.740000 sec): 3 clusters
  Score: Raw -696876.752238 + Penalty 2887.363256 = -693989.388983
  nChanged 37
		SP:Iteration 67Q (143494.950000 sec): 3 clusters
  Score: Raw -696888.604777 + Penalty 2887.363256 = -694001.241521
  nChanged 33
		SP:Iteration 68Q (143495.150000 sec): 3 clusters
  Score: Raw -696896.998052 + Penalty 2887.363256 = -694009.634796
  nChanged 33
		SP:Iteration 69Q (143495.350000 sec): 3 clusters
  Score: Raw -696904.783595 + Penalty 2887.363256 = -694017.420340
  nChanged 41
		SP:Iteration 70Q (143495.560000 sec): 3 clusters
  Score: Raw -696914.563969 + Penalty 2887.363256 = -694027.200713
  nChanged 37
		SP:Iteration 71Q (143495.760000 sec): 3 clusters
  Score: Raw -696921.495996 + Penalty 2887.363256 = -694034.132740
  nChanged 26
		SP:Iteration 72Q (143495.960000 sec): 3 clusters
  Score: Raw -696927.275918 + Penalty 2887.363256 = -694039.912662
  nChanged 33
		SP:Iteration 73Q (143496.170000 sec): 3 clusters
  Score: Raw -696934.034982 + Penalty 2887.363256 = -694046.671727
  nChanged 29
		SP:Iteration 74Q (143496.370000 sec): 3 clusters
  Score: Raw -696940.555849 + Penalty 2887.363256 = -694053.192593
  nChanged 31
		SP:Iteration 75Q (143496.570000 sec): 3 clusters
  Score: Raw -696946.846853 + Penalty 2887.363256 = -694059.483597
  nChanged 23
		SP:Iteration 76Q (143496.770000 sec): 3 clusters
  Score: Raw -696950.844975 + Penalty 2887.363256 = -694063.481719
  nChanged 22
		SP:Iteration 77Q (143496.980000 sec): 3 clusters
  Score: Raw -696955.358071 + Penalty 2887.363256 = -694067.994815
  nChanged 19
		SP:Iteration 78Q (143497.180000 sec): 3 clusters
  Score: Raw -696960.008340 + Penalty 2887.363256 = -694072.645085
  nChanged 20
		SP:Iteration 79Q (143497.400000 sec): 3 clusters
  Score: Raw -696966.435775 + Penalty 2887.363256 = -694079.072519
  nChanged 29
		SP:Iteration 80F (143497.610000 sec): 3 clusters
  Score: Raw -696974.994583 + Penalty 2887.363256 = -694087.631327
  nChanged 31
		SP:Iteration 81Q (143497.810000 sec): 3 clusters
  Score: Raw -696985.345512 + Penalty 2887.363256 = -694097.982256
  nChanged 44
		SP:Iteration 82Q (143498.010000 sec): 3 clusters
  Score: Raw -696999.799961 + Penalty 2887.363256 = -694112.436705
  nChanged 53
		SP:Iteration 83Q (143498.210000 sec): 3 clusters
  Score: Raw -697027.156312 + Penalty 2887.363256 = -694139.793057
  nChanged 56
		SP:Iteration 84Q (143498.410000 sec): 3 clusters
  Score: Raw -697063.033036 + Penalty 2887.363256 = -694175.669780
  nChanged 81
		SP:Iteration 85Q (143498.620000 sec): 3 clusters
  Score: Raw -697112.299921 + Penalty 2887.363256 = -694224.936665
  nChanged 89
		SP:Iteration 86Q (143498.820000 sec): 3 clusters
  Score: Raw -697155.613008 + Penalty 2887.363256 = -694268.249752
  nChanged 95
		SP:Iteration 87Q (143499.020000 sec): 3 clusters
  Score: Raw -697205.328127 + Penalty 2887.363256 = -694317.964871
  nChanged 93
		SP:Iteration 88Q (143499.230000 sec): 3 clusters
  Score: Raw -697248.189277 + Penalty 2887.363256 = -694360.826022
  nChanged 85
		SP:Iteration 89Q (143499.430000 sec): 3 clusters
  Score: Raw -697284.432853 + Penalty 2887.363256 = -694397.069597
  nChanged 87
		SP:Iteration 90Q (143499.630000 sec): 3 clusters
  Score: Raw -697316.257735 + Penalty 2887.363256 = -694428.894479
  nChanged 86
		SP:Iteration 91Q (143499.830000 sec): 3 clusters
  Score: Raw -697346.621451 + Penalty 2887.363256 = -694459.258195
  nChanged 89
		SP:Iteration 92Q (143500.030000 sec): 3 clusters
  Score: Raw -697382.065772 + Penalty 2887.363256 = -694494.702516
  nChanged 98
		SP:Iteration 93Q (143500.240000 sec): 3 clusters
  Score: Raw -697425.312274 + Penalty 2887.363256 = -694537.949018
  nChanged 94
		SP:Iteration 94Q (143500.440000 sec): 3 clusters
  Score: Raw -697460.712522 + Penalty 2887.363256 = -694573.349266
  nChanged 73
		SP:Iteration 95Q (143500.640000 sec): 3 clusters
  Score: Raw -697486.580262 + Penalty 2887.363256 = -694599.217007
  nChanged 62
		SP:Iteration 96Q (143500.850000 sec): 3 clusters
  Score: Raw -697509.454044 + Penalty 2887.363256 = -694622.090789
  nChanged 67
		SP:Iteration 97Q (143501.050000 sec): 3 clusters
  Score: Raw -697539.757913 + Penalty 2887.363256 = -694652.394657
  nChanged 67
		SP:Iteration 98Q (143501.250000 sec): 3 clusters
  Score: Raw -697569.584252 + Penalty 2887.363256 = -694682.220996
  nChanged 72
		SP:Iteration 99Q (143501.450000 sec): 3 clusters
  Score: Raw -697594.615370 + Penalty 2887.363256 = -694707.252114
  nChanged 60
		SP:Iteration 100F (143501.660000 sec): 3 clusters
  Score: Raw -697615.478954 + Penalty 2887.363256 = -694728.115698
  nChanged 58
		SP:Iteration 101Q (143501.860000 sec): 3 clusters
  Score: Raw -697634.485441 + Penalty 2887.363256 = -694747.122186
  nChanged 50
		SP:Iteration 102Q (143502.060000 sec): 3 clusters
  Score: Raw -697650.757232 + Penalty 2887.363256 = -694763.393977
  nChanged 46
		SP:Iteration 103Q (143502.270000 sec): 3 clusters
  Score: Raw -697663.852315 + Penalty 2887.363256 = -694776.489059
  nChanged 39
		SP:Iteration 104Q (143502.470000 sec): 3 clusters
  Score: Raw -697674.015239 + Penalty 2887.363256 = -694786.651983
  nChanged 39
		SP:Iteration 105Q (143502.680000 sec): 3 clusters
  Score: Raw -697683.979132 + Penalty 2887.363256 = -694796.615876
  nChanged 26
		SP:Iteration 106Q (143502.880000 sec): 3 clusters
  Score: Raw -697690.760782 + Penalty 2887.363256 = -694803.397527
  nChanged 21
		SP:Iteration 107Q (143503.080000 sec): 3 clusters
  Score: Raw -697696.808769 + Penalty 2887.363256 = -694809.445513
  nChanged 23
		SP:Iteration 108Q (143503.280000 sec): 3 clusters
  Score: Raw -697702.363540 + Penalty 2887.363256 = -694815.000284
  nChanged 13
		SP:Iteration 109Q (143503.490000 sec): 3 clusters
  Score: Raw -697705.173914 + Penalty 2887.363256 = -694817.810658
  nChanged 11
		SP:Iteration 110Q (143503.690000 sec): 3 clusters
  Score: Raw -697707.842277 + Penalty 2887.363256 = -694820.479021
  nChanged 13
		SP:Iteration 111Q (143503.890000 sec): 3 clusters
  Score: Raw -697710.266985 + Penalty 2887.363256 = -694822.903729
  nChanged 8
		SP:Iteration 112Q (143504.100000 sec): 3 clusters
  Score: Raw -697712.043600 + Penalty 2887.363256 = -694824.680344
  nChanged 8
		SP:Iteration 113Q (143504.300000 sec): 3 clusters
  Score: Raw -697713.607229 + Penalty 2887.363256 = -694826.243973
  nChanged 8
		SP:Iteration 114Q (143504.500000 sec): 3 clusters
  Score: Raw -697714.915139 + Penalty 2887.363256 = -694827.551883
  nChanged 2
		SP:Iteration 115Q (143504.700000 sec): 3 clusters
  Score: Raw -697715.323278 + Penalty 2887.363256 = -694827.960022
  nChanged 2
		SP:Iteration 116Q (143504.910000 sec): 3 clusters
  Score: Raw -697715.783832 + Penalty 2887.363256 = -694828.420576
  nChanged 2
		SP:Iteration 117Q (143505.110000 sec): 3 clusters
  Score: Raw -697716.389808 + Penalty 2887.363256 = -694829.026552
  nChanged 1
		SP:Iteration 118Q (143505.320000 sec): 3 clusters
  Score: Raw -697716.540976 + Penalty 2887.363256 = -694829.177721
  nChanged 0
		SP:Iteration 119F (143505.500000 sec): 3 clusters
  Score: Raw -697716.540976 + Penalty 2887.363256 = -694829.177721
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 86 (4397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143505.580000 sec): 2 clusters
  Score: Raw -366587.805232 + Penalty 1363.160137 = -365224.645094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143505.780000 sec): 3 clusters
  Score: Raw -364396.612568 + Penalty 2726.320275 = -361670.292293
  nChanged 1786
		SP:Iteration 1F (143505.960000 sec): 3 clusters
  Score: Raw -365850.115137 + Penalty 2726.320275 = -363123.794862
  nChanged 445
		SP:Iteration 2F (143506.140000 sec): 3 clusters
  Score: Raw -366302.506851 + Penalty 2726.320275 = -363576.186576
  nChanged 343
		SP:Iteration 3F (143506.340000 sec): 3 clusters
  Score: Raw -366616.865866 + Penalty 2726.320275 = -363890.545591
  nChanged 245
		SP:Iteration 4F (143506.490000 sec): 3 clusters
  Score: Raw -366819.287190 + Penalty 2726.320275 = -364092.966915
  nChanged 198
		SP:Iteration 5Q (143506.660000 sec): 3 clusters
  Score: Raw -366951.108623 + Penalty 2726.320275 = -364224.788348
  nChanged 136
		SP:Iteration 6Q (143506.840000 sec): 3 clusters
  Score: Raw -367029.704080 + Penalty 2726.320275 = -364303.383805
  nChanged 120
		SP:Iteration 7Q (143507.020000 sec): 3 clusters
  Score: Raw -367098.205752 + Penalty 2726.320275 = -364371.885477
  nChanged 98
		SP:Iteration 8Q (143507.190000 sec): 3 clusters
  Score: Raw -367148.886784 + Penalty 2726.320275 = -364422.566509
  nChanged 80
		SP:Iteration 9Q (143507.370000 sec): 3 clusters
  Score: Raw -367191.640533 + Penalty 2726.320275 = -364465.320258
  nChanged 78
		SP:Iteration 10Q (143507.540000 sec): 3 clusters
  Score: Raw -367228.983062 + Penalty 2726.320275 = -364502.662787
  nChanged 73
		SP:Iteration 11Q (143507.720000 sec): 3 clusters
  Score: Raw -367269.927015 + Penalty 2726.320275 = -364543.606740
  nChanged 81
		SP:Iteration 12Q (143507.890000 sec): 3 clusters
  Score: Raw -367320.624835 + Penalty 2726.320275 = -364594.304560
  nChanged 72
		SP:Iteration 13Q (143508.070000 sec): 3 clusters
  Score: Raw -367367.960619 + Penalty 2726.320275 = -364641.640344
  nChanged 67
		SP:Iteration 14Q (143508.240000 sec): 3 clusters
  Score: Raw -367400.716860 + Penalty 2726.320275 = -364674.396585
  nChanged 47
		SP:Iteration 15Q (143508.420000 sec): 3 clusters
  Score: Raw -367424.486913 + Penalty 2726.320275 = -364698.166638
  nChanged 34
		SP:Iteration 16Q (143508.600000 sec): 3 clusters
  Score: Raw -367439.040204 + Penalty 2726.320275 = -364712.719929
  nChanged 26
		SP:Iteration 17Q (143508.770000 sec): 3 clusters
  Score: Raw -367448.451292 + Penalty 2726.320275 = -364722.131017
  nChanged 23
		SP:Iteration 18Q (143508.950000 sec): 3 clusters
  Score: Raw -367458.653183 + Penalty 2726.320275 = -364732.332908
  nChanged 25
		SP:Iteration 19Q (143509.120000 sec): 3 clusters
  Score: Raw -367468.047070 + Penalty 2726.320275 = -364741.726795
  nChanged 24
		SP:Iteration 20F (143509.300000 sec): 3 clusters
  Score: Raw -367475.155467 + Penalty 2726.320275 = -364748.835192
  nChanged 15
		SP:Iteration 21Q (143509.480000 sec): 3 clusters
  Score: Raw -367479.593659 + Penalty 2726.320275 = -364753.273384
  nChanged 17
		SP:Iteration 22Q (143509.650000 sec): 3 clusters
  Score: Raw -367484.016708 + Penalty 2726.320275 = -364757.696433
  nChanged 11
		SP:Iteration 23Q (143509.830000 sec): 3 clusters
  Score: Raw -367486.926931 + Penalty 2726.320275 = -364760.606656
  nChanged 10
		SP:Iteration 24Q (143510.000000 sec): 3 clusters
  Score: Raw -367488.804630 + Penalty 2726.320275 = -364762.484355
  nChanged 5
		SP:Iteration 25Q (143510.180000 sec): 3 clusters
  Score: Raw -367489.857741 + Penalty 2726.320275 = -364763.537466
  nChanged 4
		SP:Iteration 26Q (143510.360000 sec): 3 clusters
  Score: Raw -367490.744874 + Penalty 2726.320275 = -364764.424599
  nChanged 6
		SP:Iteration 27Q (143510.530000 sec): 3 clusters
  Score: Raw -367491.855898 + Penalty 2726.320275 = -364765.535623
  nChanged 4
		SP:Iteration 28Q (143510.710000 sec): 3 clusters
  Score: Raw -367493.168541 + Penalty 2726.320275 = -364766.848266
  nChanged 4
		SP:Iteration 29Q (143510.880000 sec): 3 clusters
  Score: Raw -367493.575948 + Penalty 2726.320275 = -364767.255673
  nChanged 3
		SP:Iteration 30Q (143511.060000 sec): 3 clusters
  Score: Raw -367493.830202 + Penalty 2726.320275 = -364767.509927
  nChanged 1
		SP:Iteration 31Q (143511.240000 sec): 3 clusters
  Score: Raw -367494.295496 + Penalty 2726.320275 = -364767.975221
  nChanged 2
		SP:Iteration 32Q (143511.410000 sec): 3 clusters
  Score: Raw -367495.120537 + Penalty 2726.320275 = -364768.800262
  nChanged 2
		SP:Iteration 33Q (143511.590000 sec): 3 clusters
  Score: Raw -367495.723158 + Penalty 2726.320275 = -364769.402883
  nChanged 1
		SP:Iteration 34Q (143511.760000 sec): 3 clusters
  Score: Raw -367495.790203 + Penalty 2726.320275 = -364769.469928
  nChanged 0
		SP:Iteration 35F (143511.940000 sec): 3 clusters
  Score: Raw -367495.790203 + Penalty 2726.320275 = -364769.469928
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 87 (2208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143512.020000 sec): 2 clusters
  Score: Raw -180809.746748 + Penalty 1251.224391 = -179558.522357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143512.190000 sec): 3 clusters
  Score: Raw -179869.112842 + Penalty 2502.448782 = -177366.664059
  nChanged 812
		SP:Iteration 1F (143512.370000 sec): 3 clusters
  Score: Raw -180502.597966 + Penalty 2502.448782 = -178000.149183
  nChanged 218
		SP:Iteration 2F (143512.540000 sec): 3 clusters
  Score: Raw -180694.637008 + Penalty 2502.448782 = -178192.188225
  nChanged 138
		SP:Iteration 3F (143512.720000 sec): 3 clusters
  Score: Raw -180841.424700 + Penalty 2502.448782 = -178338.975917
  nChanged 122
		SP:Iteration 4F (143512.900000 sec): 3 clusters
  Score: Raw -180983.339906 + Penalty 2502.448782 = -178480.891124
  nChanged 109
		SP:Iteration 5Q (143513.070000 sec): 3 clusters
  Score: Raw -181095.086539 + Penalty 2502.448782 = -178592.637757
  nChanged 94
		SP:Iteration 6Q (143513.250000 sec): 3 clusters
  Score: Raw -181196.452258 + Penalty 2502.448782 = -178694.003475
  nChanged 68
		SP:Iteration 7Q (143513.420000 sec): 3 clusters
  Score: Raw -181267.340846 + Penalty 2502.448782 = -178764.892064
  nChanged 64
		SP:Iteration 8Q (143513.600000 sec): 3 clusters
  Score: Raw -181343.033041 + Penalty 2502.448782 = -178840.584259
  nChanged 68
		SP:Iteration 9Q (143513.780000 sec): 3 clusters
  Score: Raw -181434.074900 + Penalty 2502.448782 = -178931.626117
  nChanged 61
		SP:Iteration 10Q (143513.950000 sec): 3 clusters
  Score: Raw -181483.015578 + Penalty 2502.448782 = -178980.566796
  nChanged 43
		SP:Iteration 11Q (143514.130000 sec): 3 clusters
  Score: Raw -181507.177850 + Penalty 2502.448782 = -179004.729068
  nChanged 26
		SP:Iteration 12Q (143514.300000 sec): 3 clusters
  Score: Raw -181523.033651 + Penalty 2502.448782 = -179020.584868
  nChanged 20
		SP:Iteration 13Q (143514.480000 sec): 3 clusters
  Score: Raw -181532.972697 + Penalty 2502.448782 = -179030.523915
  nChanged 15
		SP:Iteration 14Q (143514.650000 sec): 3 clusters
  Score: Raw -181543.185847 + Penalty 2502.448782 = -179040.737065
  nChanged 14
		SP:Iteration 15Q (143514.710000 sec): 3 clusters
  Score: Raw -181551.969845 + Penalty 2502.448782 = -179049.521063
  nChanged 8
		SP:Iteration 16Q (143514.750000 sec): 3 clusters
  Score: Raw -181554.871979 + Penalty 2502.448782 = -179052.423196
  nChanged 7
		SP:Iteration 17Q (143514.800000 sec): 3 clusters
  Score: Raw -181560.841077 + Penalty 2502.448782 = -179058.392295
  nChanged 6
		SP:Iteration 18Q (143514.840000 sec): 3 clusters
  Score: Raw -181564.129155 + Penalty 2502.448782 = -179061.680373
  nChanged 6
		SP:Iteration 19Q (143514.880000 sec): 3 clusters
  Score: Raw -181568.476663 + Penalty 2502.448782 = -179066.027880
  nChanged 5
		SP:Iteration 20F (143514.920000 sec): 3 clusters
  Score: Raw -181570.070151 + Penalty 2502.448782 = -179067.621369
  nChanged 4
		SP:Iteration 21Q (143514.960000 sec): 3 clusters
  Score: Raw -181572.059204 + Penalty 2502.448782 = -179069.610422
  nChanged 1
		SP:Iteration 22Q (143515.000000 sec): 3 clusters
  Score: Raw -181572.386013 + Penalty 2502.448782 = -179069.937230
  nChanged 0
		SP:Iteration 23F (143515.040000 sec): 3 clusters
  Score: Raw -181572.386013 + Penalty 2502.448782 = -179069.937230
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 88 (6561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143515.130000 sec): 2 clusters
  Score: Raw -565507.900694 + Penalty 1428.195975 = -564079.704719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143515.270000 sec): 3 clusters
  Score: Raw -561996.593561 + Penalty 2856.391951 = -559140.201611
  nChanged 2775
		SP:Iteration 1F (143515.370000 sec): 3 clusters
  Score: Raw -563842.712833 + Penalty 2856.391951 = -560986.320883
  nChanged 587
		SP:Iteration 2F (143515.480000 sec): 3 clusters
  Score: Raw -564326.717851 + Penalty 2856.391951 = -561470.325900
  nChanged 497
		SP:Iteration 3F (143515.580000 sec): 3 clusters
  Score: Raw -564690.623954 + Penalty 2856.391951 = -561834.232003
  nChanged 390
		SP:Iteration 4F (143515.680000 sec): 3 clusters
  Score: Raw -564937.281879 + Penalty 2856.391951 = -562080.889929
  nChanged 322
		SP:Iteration 5Q (143515.880000 sec): 3 clusters
  Score: Raw -565111.327531 + Penalty 2856.391951 = -562254.935581
  nChanged 251
		SP:Iteration 6Q (143516.090000 sec): 3 clusters
  Score: Raw -565232.927852 + Penalty 2856.391951 = -562376.535901
  nChanged 208
		SP:Iteration 7Q (143516.300000 sec): 3 clusters
  Score: Raw -565319.835147 + Penalty 2856.391951 = -562463.443197
  nChanged 172
		SP:Iteration 8Q (143516.510000 sec): 3 clusters
  Score: Raw -565392.553014 + Penalty 2856.391951 = -562536.161063
  nChanged 130
		SP:Iteration 9Q (143516.720000 sec): 3 clusters
  Score: Raw -565441.931799 + Penalty 2856.391951 = -562585.539848
  nChanged 96
		SP:Iteration 10Q (143516.940000 sec): 3 clusters
  Score: Raw -565467.375829 + Penalty 2856.391951 = -562610.983878
  nChanged 63
		SP:Iteration 11Q (143517.140000 sec): 3 clusters
  Score: Raw -565481.594695 + Penalty 2856.391951 = -562625.202744
  nChanged 43
		SP:Iteration 12Q (143517.360000 sec): 3 clusters
  Score: Raw -565490.206128 + Penalty 2856.391951 = -562633.814177
  nChanged 28
		SP:Iteration 13Q (143517.560000 sec): 3 clusters
  Score: Raw -565494.908619 + Penalty 2856.391951 = -562638.516668
  nChanged 17
		SP:Iteration 14Q (143517.770000 sec): 3 clusters
  Score: Raw -565498.020478 + Penalty 2856.391951 = -562641.628528
  nChanged 22
		SP:Iteration 15Q (143517.980000 sec): 3 clusters
  Score: Raw -565501.402770 + Penalty 2856.391951 = -562645.010820
  nChanged 21
		SP:Iteration 16Q (143518.180000 sec): 3 clusters
  Score: Raw -565505.825602 + Penalty 2856.391951 = -562649.433652
  nChanged 17
		SP:Iteration 17Q (143518.390000 sec): 3 clusters
  Score: Raw -565508.831748 + Penalty 2856.391951 = -562652.439797
  nChanged 15
		SP:Iteration 18Q (143518.600000 sec): 3 clusters
  Score: Raw -565511.495200 + Penalty 2856.391951 = -562655.103249
  nChanged 9
		SP:Iteration 19Q (143518.810000 sec): 3 clusters
  Score: Raw -565512.536562 + Penalty 2856.391951 = -562656.144611
  nChanged 9
		SP:Iteration 20F (143518.990000 sec): 3 clusters
  Score: Raw -565514.378384 + Penalty 2856.391951 = -562657.986434
  nChanged 12
		SP:Iteration 21Q (143519.180000 sec): 3 clusters
  Score: Raw -565516.032153 + Penalty 2856.391951 = -562659.640202
  nChanged 5
		SP:Iteration 22Q (143519.390000 sec): 3 clusters
  Score: Raw -565516.705586 + Penalty 2856.391951 = -562660.313636
  nChanged 7
		SP:Iteration 23Q (143519.600000 sec): 3 clusters
  Score: Raw -565517.394560 + Penalty 2856.391951 = -562661.002609
  nChanged 8
		SP:Iteration 24Q (143519.800000 sec): 3 clusters
  Score: Raw -565518.723594 + Penalty 2856.391951 = -562662.331643
  nChanged 7
		SP:Iteration 25Q (143520.010000 sec): 3 clusters
  Score: Raw -565519.990244 + Penalty 2856.391951 = -562663.598293
  nChanged 10
		SP:Iteration 26Q (143520.210000 sec): 3 clusters
  Score: Raw -565521.891175 + Penalty 2856.391951 = -562665.499225
  nChanged 12
		SP:Iteration 27Q (143520.420000 sec): 3 clusters
  Score: Raw -565524.092076 + Penalty 2856.391951 = -562667.700126
  nChanged 16
		SP:Iteration 28Q (143520.620000 sec): 3 clusters
  Score: Raw -565527.522475 + Penalty 2856.391951 = -562671.130525
  nChanged 18
		SP:Iteration 29Q (143520.830000 sec): 3 clusters
  Score: Raw -565531.083023 + Penalty 2856.391951 = -562674.691072
  nChanged 15
		SP:Iteration 30Q (143521.040000 sec): 3 clusters
  Score: Raw -565534.007681 + Penalty 2856.391951 = -562677.615731
  nChanged 13
		SP:Iteration 31Q (143521.250000 sec): 3 clusters
  Score: Raw -565535.855207 + Penalty 2856.391951 = -562679.463257
  nChanged 6
		SP:Iteration 32Q (143521.460000 sec): 3 clusters
  Score: Raw -565536.250287 + Penalty 2856.391951 = -562679.858336
  nChanged 5
		SP:Iteration 33Q (143521.660000 sec): 3 clusters
  Score: Raw -565537.025315 + Penalty 2856.391951 = -562680.633364
  nChanged 6
		SP:Iteration 34Q (143521.870000 sec): 3 clusters
  Score: Raw -565537.772302 + Penalty 2856.391951 = -562681.380352
  nChanged 9
		SP:Iteration 35Q (143522.080000 sec): 3 clusters
  Score: Raw -565539.399850 + Penalty 2856.391951 = -562683.007899
  nChanged 12
		SP:Iteration 36Q (143522.270000 sec): 3 clusters
  Score: Raw -565542.185938 + Penalty 2856.391951 = -562685.793988
  nChanged 23
		SP:Iteration 37Q (143522.440000 sec): 3 clusters
  Score: Raw -565547.489076 + Penalty 2856.391951 = -562691.097126
  nChanged 35
		SP:Iteration 38Q (143522.650000 sec): 3 clusters
  Score: Raw -565558.416898 + Penalty 2856.391951 = -562702.024947
  nChanged 37
		SP:Iteration 39Q (143522.860000 sec): 3 clusters
  Score: Raw -565569.173815 + Penalty 2856.391951 = -562712.781865
  nChanged 44
		SP:Iteration 40F (143523.070000 sec): 3 clusters
  Score: Raw -565581.814684 + Penalty 2856.391951 = -562725.422733
  nChanged 38
		SP:Iteration 41Q (143523.280000 sec): 3 clusters
  Score: Raw -565594.233409 + Penalty 2856.391951 = -562737.841458
  nChanged 41
		SP:Iteration 42Q (143523.480000 sec): 3 clusters
  Score: Raw -565606.579489 + Penalty 2856.391951 = -562750.187538
  nChanged 41
		SP:Iteration 43Q (143523.690000 sec): 3 clusters
  Score: Raw -565618.182704 + Penalty 2856.391951 = -562761.790754
  nChanged 44
		SP:Iteration 44Q (143523.900000 sec): 3 clusters
  Score: Raw -565631.920911 + Penalty 2856.391951 = -562775.528961
  nChanged 43
		SP:Iteration 45Q (143524.110000 sec): 3 clusters
  Score: Raw -565647.651768 + Penalty 2856.391951 = -562791.259818
  nChanged 39
		SP:Iteration 46Q (143524.310000 sec): 3 clusters
  Score: Raw -565662.070391 + Penalty 2856.391951 = -562805.678441
  nChanged 37
		SP:Iteration 47Q (143524.520000 sec): 3 clusters
  Score: Raw -565676.381682 + Penalty 2856.391951 = -562819.989731
  nChanged 34
		SP:Iteration 48Q (143524.730000 sec): 3 clusters
  Score: Raw -565686.773577 + Penalty 2856.391951 = -562830.381626
  nChanged 34
		SP:Iteration 49Q (143524.940000 sec): 3 clusters
  Score: Raw -565699.637761 + Penalty 2856.391951 = -562843.245811
  nChanged 45
		SP:Iteration 50Q (143525.180000 sec): 3 clusters
  Score: Raw -565713.107566 + Penalty 2856.391951 = -562856.715616
  nChanged 44
		SP:Iteration 51Q (143525.370000 sec): 3 clusters
  Score: Raw -565723.867867 + Penalty 2856.391951 = -562867.475917
  nChanged 36
		SP:Iteration 52Q (143525.540000 sec): 3 clusters
  Score: Raw -565732.802311 + Penalty 2856.391951 = -562876.410361
  nChanged 32
		SP:Iteration 53Q (143525.750000 sec): 3 clusters
  Score: Raw -565739.971152 + Penalty 2856.391951 = -562883.579202
  nChanged 25
		SP:Iteration 54Q (143525.960000 sec): 3 clusters
  Score: Raw -565745.649843 + Penalty 2856.391951 = -562889.257893
  nChanged 24
		SP:Iteration 55Q (143526.170000 sec): 3 clusters
  Score: Raw -565752.801127 + Penalty 2856.391951 = -562896.409176
  nChanged 31
		SP:Iteration 56Q (143526.380000 sec): 3 clusters
  Score: Raw -565762.171932 + Penalty 2856.391951 = -562905.779982
  nChanged 36
		SP:Iteration 57Q (143526.580000 sec): 3 clusters
  Score: Raw -565771.816637 + Penalty 2856.391951 = -562915.424687
  nChanged 33
		SP:Iteration 58Q (143526.780000 sec): 3 clusters
  Score: Raw -565781.338411 + Penalty 2856.391951 = -562924.946460
  nChanged 30
		SP:Iteration 59Q (143526.990000 sec): 3 clusters
  Score: Raw -565789.652424 + Penalty 2856.391951 = -562933.260473
  nChanged 26
		SP:Iteration 60F (143527.140000 sec): 3 clusters
  Score: Raw -565800.117723 + Penalty 2856.391951 = -562943.725772
  nChanged 35
		SP:Iteration 61Q (143527.240000 sec): 3 clusters
  Score: Raw -565813.975081 + Penalty 2856.391951 = -562957.583131
  nChanged 31
		SP:Iteration 62Q (143527.350000 sec): 3 clusters
  Score: Raw -565828.088602 + Penalty 2856.391951 = -562971.696651
  nChanged 27
		SP:Iteration 63Q (143527.450000 sec): 3 clusters
  Score: Raw -565836.524988 + Penalty 2856.391951 = -562980.133038
  nChanged 27
		SP:Iteration 64Q (143527.560000 sec): 3 clusters
  Score: Raw -565843.128771 + Penalty 2856.391951 = -562986.736820
  nChanged 19
		SP:Iteration 65Q (143527.660000 sec): 3 clusters
  Score: Raw -565847.961512 + Penalty 2856.391951 = -562991.569562
  nChanged 18
		SP:Iteration 66Q (143527.760000 sec): 3 clusters
  Score: Raw -565851.833582 + Penalty 2856.391951 = -562995.441631
  nChanged 15
		SP:Iteration 67Q (143527.860000 sec): 3 clusters
  Score: Raw -565855.999254 + Penalty 2856.391951 = -562999.607303
  nChanged 13
		SP:Iteration 68Q (143528.060000 sec): 3 clusters
  Score: Raw -565860.443212 + Penalty 2856.391951 = -563004.051261
  nChanged 18
		SP:Iteration 69Q (143528.270000 sec): 3 clusters
  Score: Raw -565865.588112 + Penalty 2856.391951 = -563009.196162
  nChanged 13
		SP:Iteration 70Q (143528.480000 sec): 3 clusters
  Score: Raw -565868.546895 + Penalty 2856.391951 = -563012.154945
  nChanged 12
		SP:Iteration 71Q (143528.690000 sec): 3 clusters
  Score: Raw -565870.271217 + Penalty 2856.391951 = -563013.879267
  nChanged 7
		SP:Iteration 72Q (143528.900000 sec): 3 clusters
  Score: Raw -565871.335300 + Penalty 2856.391951 = -563014.943350
  nChanged 4
		SP:Iteration 73Q (143529.100000 sec): 3 clusters
  Score: Raw -565871.970982 + Penalty 2856.391951 = -563015.579031
  nChanged 2
		SP:Iteration 74Q (143529.310000 sec): 3 clusters
  Score: Raw -565872.321806 + Penalty 2856.391951 = -563015.929855
  nChanged 6
		SP:Iteration 75Q (143529.520000 sec): 3 clusters
  Score: Raw -565873.791257 + Penalty 2856.391951 = -563017.399307
  nChanged 8
		SP:Iteration 76Q (143529.730000 sec): 3 clusters
  Score: Raw -565875.791800 + Penalty 2856.391951 = -563019.399849
  nChanged 5
		SP:Iteration 77Q (143529.940000 sec): 3 clusters
  Score: Raw -565876.858290 + Penalty 2856.391951 = -563020.466339
  nChanged 7
		SP:Iteration 78Q (143530.140000 sec): 3 clusters
  Score: Raw -565878.417959 + Penalty 2856.391951 = -563022.026009
  nChanged 7
		SP:Iteration 79Q (143530.350000 sec): 3 clusters
  Score: Raw -565879.499607 + Penalty 2856.391951 = -563023.107656
  nChanged 1
		SP:Iteration 80F (143530.560000 sec): 3 clusters
  Score: Raw -565879.594213 + Penalty 2856.391951 = -563023.202262
  nChanged 1
		SP:Iteration 81Q (143530.760000 sec): 3 clusters
  Score: Raw -565879.743667 + Penalty 2856.391951 = -563023.351717
  nChanged 2
		SP:Iteration 82Q (143530.970000 sec): 3 clusters
  Score: Raw -565879.938555 + Penalty 2856.391951 = -563023.546605
  nChanged 3
		SP:Iteration 83Q (143531.210000 sec): 3 clusters
  Score: Raw -565880.523368 + Penalty 2856.391951 = -563024.131418
  nChanged 3
		SP:Iteration 84Q (143531.390000 sec): 3 clusters
  Score: Raw -565881.067805 + Penalty 2856.391951 = -563024.675855
  nChanged 4
		SP:Iteration 85Q (143531.590000 sec): 3 clusters
  Score: Raw -565881.688906 + Penalty 2856.391951 = -563025.296956
  nChanged 1
		SP:Iteration 86Q (143531.800000 sec): 3 clusters
  Score: Raw -565881.859455 + Penalty 2856.391951 = -563025.467504
  nChanged 1
		SP:Iteration 87Q (143532.010000 sec): 3 clusters
  Score: Raw -565882.020953 + Penalty 2856.391951 = -563025.629002
  nChanged 2
		SP:Iteration 88Q (143532.210000 sec): 3 clusters
  Score: Raw -565882.233883 + Penalty 2856.391951 = -563025.841932
  nChanged 1
		SP:Iteration 89Q (143532.420000 sec): 3 clusters
  Score: Raw -565882.480130 + Penalty 2856.391951 = -563026.088179
  nChanged 2
		SP:Iteration 90Q (143532.630000 sec): 3 clusters
  Score: Raw -565882.950728 + Penalty 2856.391951 = -563026.558777
  nChanged 4
		SP:Iteration 91Q (143532.830000 sec): 3 clusters
  Score: Raw -565883.482835 + Penalty 2856.391951 = -563027.090884
  nChanged 0
		SP:Iteration 92F (143533.040000 sec): 3 clusters
  Score: Raw -565883.482835 + Penalty 2856.391951 = -563027.090884
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 89 (10002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143533.150000 sec): 2 clusters
  Score: Raw -915236.836484 + Penalty 1496.712807 = -913740.123677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143533.390000 sec): 3 clusters
  Score: Raw -909629.550046 + Penalty 2993.425614 = -906636.124432
  nChanged 4302
		SP:Iteration 1F (143533.610000 sec): 3 clusters
  Score: Raw -912062.849565 + Penalty 2993.425614 = -909069.423951
  nChanged 672
		SP:Iteration 2F (143533.830000 sec): 3 clusters
  Score: Raw -912407.412209 + Penalty 2993.425614 = -909413.986595
  nChanged 592
		SP:Iteration 3F (143534.060000 sec): 3 clusters
  Score: Raw -912771.321948 + Penalty 2993.425614 = -909777.896333
  nChanged 581
		SP:Iteration 4F (143534.210000 sec): 3 clusters
  Score: Raw -913118.211345 + Penalty 2993.425614 = -910124.785731
  nChanged 547
		SP:Iteration 5F (143534.360000 sec): 3 clusters
  Score: Raw -913453.595108 + Penalty 2993.425614 = -910460.169494
  nChanged 490
		SP:Iteration 6Q (143534.510000 sec): 3 clusters
  Score: Raw -913756.105213 + Penalty 2993.425614 = -910762.679599
  nChanged 453
		SP:Iteration 7Q (143534.670000 sec): 3 clusters
  Score: Raw -914027.918338 + Penalty 2993.425614 = -911034.492724
  nChanged 398
		SP:Iteration 8Q (143534.830000 sec): 3 clusters
  Score: Raw -914265.830692 + Penalty 2993.425614 = -911272.405078
  nChanged 363
		SP:Iteration 9Q (143534.970000 sec): 3 clusters
  Score: Raw -914498.794728 + Penalty 2993.425614 = -911505.369114
  nChanged 301
		SP:Iteration 10Q (143535.180000 sec): 3 clusters
  Score: Raw -914689.661972 + Penalty 2993.425614 = -911696.236357
  nChanged 304
		SP:Iteration 11Q (143535.450000 sec): 3 clusters
  Score: Raw -914875.269134 + Penalty 2993.425614 = -911881.843519
  nChanged 271
		SP:Iteration 12Q (143535.590000 sec): 3 clusters
  Score: Raw -915020.808985 + Penalty 2993.425614 = -912027.383371
  nChanged 243
		SP:Iteration 13Q (143535.810000 sec): 3 clusters
  Score: Raw -915150.590142 + Penalty 2993.425614 = -912157.164528
  nChanged 238
		SP:Iteration 14Q (143536.040000 sec): 3 clusters
  Score: Raw -915280.104149 + Penalty 2993.425614 = -912286.678534
  nChanged 221
		SP:Iteration 15Q (143536.260000 sec): 3 clusters
  Score: Raw -915386.738757 + Penalty 2993.425614 = -912393.313142
  nChanged 190
		SP:Iteration 16Q (143536.490000 sec): 3 clusters
  Score: Raw -915468.717155 + Penalty 2993.425614 = -912475.291541
  nChanged 170
		SP:Iteration 17Q (143536.710000 sec): 3 clusters
  Score: Raw -915534.639681 + Penalty 2993.425614 = -912541.214067
  nChanged 135
		SP:Iteration 18Q (143536.930000 sec): 3 clusters
  Score: Raw -915582.321471 + Penalty 2993.425614 = -912588.895857
  nChanged 118
		SP:Iteration 19Q (143537.150000 sec): 3 clusters
  Score: Raw -915621.633042 + Penalty 2993.425614 = -912628.207427
  nChanged 88
		SP:Iteration 20F (143537.370000 sec): 3 clusters
  Score: Raw -915646.743210 + Penalty 2993.425614 = -912653.317595
  nChanged 77
		SP:Iteration 21Q (143537.600000 sec): 3 clusters
  Score: Raw -915669.858502 + Penalty 2993.425614 = -912676.432887
  nChanged 77
		SP:Iteration 22Q (143537.820000 sec): 3 clusters
  Score: Raw -915698.831374 + Penalty 2993.425614 = -912705.405759
  nChanged 86
		SP:Iteration 23Q (143538.050000 sec): 3 clusters
  Score: Raw -915731.519232 + Penalty 2993.425614 = -912738.093618
  nChanged 81
		SP:Iteration 24Q (143538.270000 sec): 3 clusters
  Score: Raw -915755.082135 + Penalty 2993.425614 = -912761.656521
  nChanged 56
		SP:Iteration 25Q (143538.490000 sec): 3 clusters
  Score: Raw -915771.989497 + Penalty 2993.425614 = -912778.563883
  nChanged 51
		SP:Iteration 26Q (143538.710000 sec): 3 clusters
  Score: Raw -915788.061508 + Penalty 2993.425614 = -912794.635894
  nChanged 45
		SP:Iteration 27Q (143538.940000 sec): 3 clusters
  Score: Raw -915801.387189 + Penalty 2993.425614 = -912807.961574
  nChanged 36
		SP:Iteration 28Q (143539.160000 sec): 3 clusters
  Score: Raw -915810.456328 + Penalty 2993.425614 = -912817.030713
  nChanged 24
		SP:Iteration 29Q (143539.390000 sec): 3 clusters
  Score: Raw -915815.034245 + Penalty 2993.425614 = -912821.608631
  nChanged 25
		SP:Iteration 30Q (143539.610000 sec): 3 clusters
  Score: Raw -915821.085985 + Penalty 2993.425614 = -912827.660371
  nChanged 35
		SP:Iteration 31Q (143539.740000 sec): 3 clusters
  Score: Raw -915830.467225 + Penalty 2993.425614 = -912837.041611
  nChanged 40
		SP:Iteration 32Q (143539.940000 sec): 3 clusters
  Score: Raw -915841.015287 + Penalty 2993.425614 = -912847.589672
  nChanged 29
		SP:Iteration 33Q (143540.130000 sec): 3 clusters
  Score: Raw -915848.472388 + Penalty 2993.425614 = -912855.046773
  nChanged 20
		SP:Iteration 34Q (143540.350000 sec): 3 clusters
  Score: Raw -915853.259994 + Penalty 2993.425614 = -912859.834380
  nChanged 18
		SP:Iteration 35Q (143540.490000 sec): 3 clusters
  Score: Raw -915857.598062 + Penalty 2993.425614 = -912864.172448
  nChanged 21
		SP:Iteration 36Q (143540.730000 sec): 3 clusters
  Score: Raw -915862.160058 + Penalty 2993.425614 = -912868.734443
  nChanged 15
		SP:Iteration 37Q (143540.910000 sec): 3 clusters
  Score: Raw -915865.546803 + Penalty 2993.425614 = -912872.121189
  nChanged 12
		SP:Iteration 38Q (143541.180000 sec): 3 clusters
  Score: Raw -915868.190736 + Penalty 2993.425614 = -912874.765122
  nChanged 13
		SP:Iteration 39Q (143541.360000 sec): 3 clusters
  Score: Raw -915871.736003 + Penalty 2993.425614 = -912878.310389
  nChanged 14
		SP:Iteration 40F (143541.590000 sec): 3 clusters
  Score: Raw -915875.416791 + Penalty 2993.425614 = -912881.991177
  nChanged 16
		SP:Iteration 41Q (143541.810000 sec): 3 clusters
  Score: Raw -915879.202609 + Penalty 2993.425614 = -912885.776995
  nChanged 8
		SP:Iteration 42Q (143542.030000 sec): 3 clusters
  Score: Raw -915880.935731 + Penalty 2993.425614 = -912887.510116
  nChanged 8
		SP:Iteration 43Q (143542.260000 sec): 3 clusters
  Score: Raw -915882.237117 + Penalty 2993.425614 = -912888.811503
  nChanged 4
		SP:Iteration 44Q (143542.480000 sec): 3 clusters
  Score: Raw -915882.919576 + Penalty 2993.425614 = -912889.493962
  nChanged 3
		SP:Iteration 45Q (143542.700000 sec): 3 clusters
  Score: Raw -915883.253679 + Penalty 2993.425614 = -912889.828065
  nChanged 1
		SP:Iteration 46Q (143542.930000 sec): 3 clusters
  Score: Raw -915883.456190 + Penalty 2993.425614 = -912890.030576
  nChanged 0
		SP:Iteration 47F (143543.190000 sec): 3 clusters
  Score: Raw -915883.456190 + Penalty 2993.425614 = -912890.030576
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 90 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143543.270000 sec): 2 clusters
  Score: Raw -31771.387374 + Penalty 999.126098 = -30772.261275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143543.440000 sec): 3 clusters
  Score: Raw -31777.546236 + Penalty 1998.252196 = -29779.294040
  nChanged 105
		SP:Iteration 1F (143543.620000 sec): 3 clusters
  Score: Raw -31914.067393 + Penalty 1998.252196 = -29915.815197
  nChanged 26
		SP:Iteration 2F (143543.790000 sec): 3 clusters
  Score: Raw -31946.911706 + Penalty 1998.252196 = -29948.659510
  nChanged 11
		SP:Iteration 3Q (143543.970000 sec): 3 clusters
  Score: Raw -31964.451849 + Penalty 1998.252196 = -29966.199653
  nChanged 8
		SP:Iteration 4Q (143544.150000 sec): 3 clusters
  Score: Raw -31980.771619 + Penalty 1998.252196 = -29982.519423
  nChanged 10
		SP:Iteration 5Q (143544.320000 sec): 3 clusters
  Score: Raw -32008.349695 + Penalty 1998.252196 = -30010.097499
  nChanged 12
		SP:Iteration 6Q (143544.500000 sec): 3 clusters
  Score: Raw -32026.400398 + Penalty 1998.252196 = -30028.148201
  nChanged 12
		SP:Iteration 7Q (143544.670000 sec): 3 clusters
  Score: Raw -32048.447801 + Penalty 1998.252196 = -30050.195605
  nChanged 2
		SP:Iteration 8Q (143544.850000 sec): 3 clusters
  Score: Raw -32051.412071 + Penalty 1998.252196 = -30053.159875
  nChanged 1
		SP:Iteration 9Q (143545.030000 sec): 3 clusters
  Score: Raw -32052.181776 + Penalty 1998.252196 = -30053.929580
  nChanged 0
		SP:Iteration 10F (143545.200000 sec): 3 clusters
  Score: Raw -32052.181776 + Penalty 1998.252196 = -30053.929580
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 91 (4300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143545.300000 sec): 2 clusters
  Score: Raw -342875.132022 + Penalty 1359.535174 = -341515.596848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143545.470000 sec): 3 clusters
  Score: Raw -340761.984068 + Penalty 2719.070348 = -338042.913720
  nChanged 1701
		SP:Iteration 1F (143545.650000 sec): 3 clusters
  Score: Raw -341887.976503 + Penalty 2719.070348 = -339168.906155
  nChanged 380
		SP:Iteration 2F (143545.830000 sec): 3 clusters
  Score: Raw -342224.137363 + Penalty 2719.070348 = -339505.067015
  nChanged 298
		SP:Iteration 3F (143546.000000 sec): 3 clusters
  Score: Raw -342470.126952 + Penalty 2719.070348 = -339751.056604
  nChanged 238
		SP:Iteration 4F (143546.150000 sec): 3 clusters
  Score: Raw -342667.672473 + Penalty 2719.070348 = -339948.602125
  nChanged 182
		SP:Iteration 5Q (143546.330000 sec): 3 clusters
  Score: Raw -342796.985774 + Penalty 2719.070348 = -340077.915426
  nChanged 163
		SP:Iteration 6Q (143546.420000 sec): 3 clusters
  Score: Raw -342912.740779 + Penalty 2719.070348 = -340193.670431
  nChanged 138
		SP:Iteration 7Q (143546.500000 sec): 3 clusters
  Score: Raw -343013.879483 + Penalty 2719.070348 = -340294.809135
  nChanged 124
		SP:Iteration 8Q (143546.590000 sec): 3 clusters
  Score: Raw -343092.596248 + Penalty 2719.070348 = -340373.525900
  nChanged 103
		SP:Iteration 9Q (143546.670000 sec): 3 clusters
  Score: Raw -343149.481537 + Penalty 2719.070348 = -340430.411189
  nChanged 93
		SP:Iteration 10Q (143546.750000 sec): 3 clusters
  Score: Raw -343201.591629 + Penalty 2719.070348 = -340482.521281
  nChanged 74
		SP:Iteration 11Q (143546.830000 sec): 3 clusters
  Score: Raw -343247.100590 + Penalty 2719.070348 = -340528.030242
  nChanged 62
		SP:Iteration 12Q (143546.920000 sec): 3 clusters
  Score: Raw -343278.054922 + Penalty 2719.070348 = -340558.984574
  nChanged 41
		SP:Iteration 13Q (143547.000000 sec): 3 clusters
  Score: Raw -343297.922364 + Penalty 2719.070348 = -340578.852016
  nChanged 37
		SP:Iteration 14Q (143547.090000 sec): 3 clusters
  Score: Raw -343312.697762 + Penalty 2719.070348 = -340593.627414
  nChanged 27
		SP:Iteration 15Q (143547.170000 sec): 3 clusters
  Score: Raw -343321.371361 + Penalty 2719.070348 = -340602.301013
  nChanged 21
		SP:Iteration 16Q (143547.250000 sec): 3 clusters
  Score: Raw -343327.438950 + Penalty 2719.070348 = -340608.368602
  nChanged 16
		SP:Iteration 17Q (143547.330000 sec): 3 clusters
  Score: Raw -343334.755124 + Penalty 2719.070348 = -340615.684776
  nChanged 21
		SP:Iteration 18Q (143547.420000 sec): 3 clusters
  Score: Raw -343341.279534 + Penalty 2719.070348 = -340622.209186
  nChanged 20
		SP:Iteration 19Q (143547.500000 sec): 3 clusters
  Score: Raw -343346.783192 + Penalty 2719.070348 = -340627.712844
  nChanged 12
		SP:Iteration 20F (143547.590000 sec): 3 clusters
  Score: Raw -343351.031664 + Penalty 2719.070348 = -340631.961316
  nChanged 16
		SP:Iteration 21Q (143547.670000 sec): 3 clusters
  Score: Raw -343354.897543 + Penalty 2719.070348 = -340635.827195
  nChanged 8
		SP:Iteration 22Q (143547.750000 sec): 3 clusters
  Score: Raw -343356.865305 + Penalty 2719.070348 = -340637.794957
  nChanged 6
		SP:Iteration 23Q (143547.830000 sec): 3 clusters
  Score: Raw -343358.103007 + Penalty 2719.070348 = -340639.032659
  nChanged 6
		SP:Iteration 24Q (143548.010000 sec): 3 clusters
  Score: Raw -343359.697675 + Penalty 2719.070348 = -340640.627327
  nChanged 3
		SP:Iteration 25Q (143548.190000 sec): 3 clusters
  Score: Raw -343360.454013 + Penalty 2719.070348 = -340641.383665
  nChanged 4
		SP:Iteration 26Q (143548.360000 sec): 3 clusters
  Score: Raw -343361.708784 + Penalty 2719.070348 = -340642.638436
  nChanged 5
		SP:Iteration 27Q (143548.540000 sec): 3 clusters
  Score: Raw -343362.785707 + Penalty 2719.070348 = -340643.715359
  nChanged 2
		SP:Iteration 28Q (143548.710000 sec): 3 clusters
  Score: Raw -343363.880388 + Penalty 2719.070348 = -340644.810040
  nChanged 4
		SP:Iteration 29Q (143548.930000 sec): 3 clusters
  Score: Raw -343365.019858 + Penalty 2719.070348 = -340645.949510
  nChanged 4
		SP:Iteration 30Q (143549.080000 sec): 3 clusters
  Score: Raw -343365.793780 + Penalty 2719.070348 = -340646.723432
  nChanged 2
		SP:Iteration 31Q (143549.250000 sec): 3 clusters
  Score: Raw -343366.144013 + Penalty 2719.070348 = -340647.073665
  nChanged 2
		SP:Iteration 32Q (143549.430000 sec): 3 clusters
  Score: Raw -343366.368928 + Penalty 2719.070348 = -340647.298579
  nChanged 2
		SP:Iteration 33Q (143549.610000 sec): 3 clusters
  Score: Raw -343366.784778 + Penalty 2719.070348 = -340647.714430
  nChanged 2
		SP:Iteration 34Q (143549.780000 sec): 3 clusters
  Score: Raw -343367.043600 + Penalty 2719.070348 = -340647.973252
  nChanged 1
		SP:Iteration 35Q (143549.960000 sec): 3 clusters
  Score: Raw -343367.108933 + Penalty 2719.070348 = -340648.038585
  nChanged 2
		SP:Iteration 36Q (143550.130000 sec): 3 clusters
  Score: Raw -343367.481978 + Penalty 2719.070348 = -340648.411630
  nChanged 2
		SP:Iteration 37Q (143550.310000 sec): 3 clusters
  Score: Raw -343368.102075 + Penalty 2719.070348 = -340649.031727
  nChanged 3
		SP:Iteration 38Q (143550.490000 sec): 3 clusters
  Score: Raw -343368.638439 + Penalty 2719.070348 = -340649.568091
  nChanged 1
		SP:Iteration 39Q (143550.660000 sec): 3 clusters
  Score: Raw -343368.736077 + Penalty 2719.070348 = -340649.665729
  nChanged 0
		SP:Iteration 40F (143550.840000 sec): 3 clusters
  Score: Raw -343368.736077 + Penalty 2719.070348 = -340649.665729
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 92 (4842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143550.970000 sec): 2 clusters
  Score: Raw -357875.446182 + Penalty 1378.826010 = -356496.620172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143551.150000 sec): 3 clusters
  Score: Raw -355357.799934 + Penalty 2757.652020 = -352600.147915
  nChanged 1956
		SP:Iteration 1F (143551.320000 sec): 3 clusters
  Score: Raw -356552.750149 + Penalty 2757.652020 = -353795.098129
  nChanged 411
		SP:Iteration 2F (143551.500000 sec): 3 clusters
  Score: Raw -356884.190408 + Penalty 2757.652020 = -354126.538388
  nChanged 325
		SP:Iteration 3F (143551.670000 sec): 3 clusters
  Score: Raw -357141.356638 + Penalty 2757.652020 = -354383.704618
  nChanged 306
		SP:Iteration 4F (143551.850000 sec): 3 clusters
  Score: Raw -357382.618151 + Penalty 2757.652020 = -354624.966131
  nChanged 254
		SP:Iteration 5F (143552.020000 sec): 3 clusters
  Score: Raw -357560.177762 + Penalty 2757.652020 = -354802.525743
  nChanged 211
		SP:Iteration 6Q (143552.200000 sec): 3 clusters
  Score: Raw -357692.749744 + Penalty 2757.652020 = -354935.097725
  nChanged 153
		SP:Iteration 7Q (143552.370000 sec): 3 clusters
  Score: Raw -357772.517309 + Penalty 2757.652020 = -355014.865289
  nChanged 125
		SP:Iteration 8Q (143552.550000 sec): 3 clusters
  Score: Raw -357830.496748 + Penalty 2757.652020 = -355072.844729
  nChanged 84
		SP:Iteration 9Q (143552.730000 sec): 3 clusters
  Score: Raw -357861.379187 + Penalty 2757.652020 = -355103.727168
  nChanged 72
		SP:Iteration 10Q (143552.900000 sec): 3 clusters
  Score: Raw -357885.337051 + Penalty 2757.652020 = -355127.685032
  nChanged 57
		SP:Iteration 11Q (143553.080000 sec): 3 clusters
  Score: Raw -357903.826381 + Penalty 2757.652020 = -355146.174361
  nChanged 46
		SP:Iteration 12Q (143553.250000 sec): 3 clusters
  Score: Raw -357919.929260 + Penalty 2757.652020 = -355162.277241
  nChanged 38
		SP:Iteration 13Q (143553.430000 sec): 3 clusters
  Score: Raw -357933.247112 + Penalty 2757.652020 = -355175.595093
  nChanged 40
		SP:Iteration 14Q (143553.610000 sec): 3 clusters
  Score: Raw -357944.927936 + Penalty 2757.652020 = -355187.275917
  nChanged 32
		SP:Iteration 15Q (143553.780000 sec): 3 clusters
  Score: Raw -357954.552616 + Penalty 2757.652020 = -355196.900596
  nChanged 38
		SP:Iteration 16Q (143553.960000 sec): 3 clusters
  Score: Raw -357968.389043 + Penalty 2757.652020 = -355210.737024
  nChanged 33
		SP:Iteration 17Q (143554.130000 sec): 3 clusters
  Score: Raw -357980.878524 + Penalty 2757.652020 = -355223.226504
  nChanged 32
		SP:Iteration 18Q (143554.310000 sec): 3 clusters
  Score: Raw -357992.225501 + Penalty 2757.652020 = -355234.573482
  nChanged 36
		SP:Iteration 19Q (143554.480000 sec): 3 clusters
  Score: Raw -358005.616094 + Penalty 2757.652020 = -355247.964074
  nChanged 32
		SP:Iteration 20F (143554.660000 sec): 3 clusters
  Score: Raw -358019.028916 + Penalty 2757.652020 = -355261.376897
  nChanged 25
		SP:Iteration 21Q (143554.830000 sec): 3 clusters
  Score: Raw -358025.686582 + Penalty 2757.652020 = -355268.034562
  nChanged 17
		SP:Iteration 22Q (143555.010000 sec): 3 clusters
  Score: Raw -358030.096507 + Penalty 2757.652020 = -355272.444488
  nChanged 22
		SP:Iteration 23Q (143555.200000 sec): 3 clusters
  Score: Raw -358036.724079 + Penalty 2757.652020 = -355279.072060
  nChanged 19
		SP:Iteration 24Q (143555.290000 sec): 3 clusters
  Score: Raw -358044.001737 + Penalty 2757.652020 = -355286.349717
  nChanged 26
		SP:Iteration 25Q (143555.380000 sec): 3 clusters
  Score: Raw -358052.593580 + Penalty 2757.652020 = -355294.941561
  nChanged 32
		SP:Iteration 26Q (143555.470000 sec): 3 clusters
  Score: Raw -358063.607525 + Penalty 2757.652020 = -355305.955506
  nChanged 23
		SP:Iteration 27Q (143555.560000 sec): 3 clusters
  Score: Raw -358072.510167 + Penalty 2757.652020 = -355314.858148
  nChanged 20
		SP:Iteration 28Q (143555.650000 sec): 3 clusters
  Score: Raw -358080.628979 + Penalty 2757.652020 = -355322.976959
  nChanged 16
		SP:Iteration 29Q (143555.750000 sec): 3 clusters
  Score: Raw -358086.669198 + Penalty 2757.652020 = -355329.017178
  nChanged 14
		SP:Iteration 30Q (143555.840000 sec): 3 clusters
  Score: Raw -358090.696302 + Penalty 2757.652020 = -355333.044282
  nChanged 13
		SP:Iteration 31Q (143555.930000 sec): 3 clusters
  Score: Raw -358094.441480 + Penalty 2757.652020 = -355336.789460
  nChanged 11
		SP:Iteration 32Q (143556.020000 sec): 3 clusters
  Score: Raw -358097.307408 + Penalty 2757.652020 = -355339.655388
  nChanged 9
		SP:Iteration 33Q (143556.110000 sec): 3 clusters
  Score: Raw -358100.139674 + Penalty 2757.652020 = -355342.487654
  nChanged 11
		SP:Iteration 34Q (143556.210000 sec): 3 clusters
  Score: Raw -358103.877599 + Penalty 2757.652020 = -355346.225579
  nChanged 11
		SP:Iteration 35Q (143556.300000 sec): 3 clusters
  Score: Raw -358109.339829 + Penalty 2757.652020 = -355351.687810
  nChanged 21
		SP:Iteration 36Q (143556.390000 sec): 3 clusters
  Score: Raw -358116.806665 + Penalty 2757.652020 = -355359.154646
  nChanged 14
		SP:Iteration 37Q (143556.480000 sec): 3 clusters
  Score: Raw -358120.295035 + Penalty 2757.652020 = -355362.643015
  nChanged 14
		SP:Iteration 38Q (143556.570000 sec): 3 clusters
  Score: Raw -358124.954441 + Penalty 2757.652020 = -355367.302421
  nChanged 15
		SP:Iteration 39Q (143556.660000 sec): 3 clusters
  Score: Raw -358129.747982 + Penalty 2757.652020 = -355372.095962
  nChanged 18
		SP:Iteration 40F (143556.750000 sec): 3 clusters
  Score: Raw -358135.009584 + Penalty 2757.652020 = -355377.357565
  nChanged 14
		SP:Iteration 41Q (143556.850000 sec): 3 clusters
  Score: Raw -358137.552988 + Penalty 2757.652020 = -355379.900968
  nChanged 11
		SP:Iteration 42Q (143556.940000 sec): 3 clusters
  Score: Raw -358139.720681 + Penalty 2757.652020 = -355382.068661
  nChanged 5
		SP:Iteration 43Q (143557.020000 sec): 3 clusters
  Score: Raw -358141.165785 + Penalty 2757.652020 = -355383.513765
  nChanged 4
		SP:Iteration 44Q (143557.190000 sec): 3 clusters
  Score: Raw -358142.193532 + Penalty 2757.652020 = -355384.541513
  nChanged 5
		SP:Iteration 45Q (143557.330000 sec): 3 clusters
  Score: Raw -358144.243510 + Penalty 2757.652020 = -355386.591490
  nChanged 8
		SP:Iteration 46Q (143557.500000 sec): 3 clusters
  Score: Raw -358148.004465 + Penalty 2757.652020 = -355390.352446
  nChanged 10
		SP:Iteration 47Q (143557.670000 sec): 3 clusters
  Score: Raw -358150.471055 + Penalty 2757.652020 = -355392.819035
  nChanged 3
		SP:Iteration 48Q (143557.850000 sec): 3 clusters
  Score: Raw -358151.170136 + Penalty 2757.652020 = -355393.518116
  nChanged 3
		SP:Iteration 49Q (143558.030000 sec): 3 clusters
  Score: Raw -358151.922909 + Penalty 2757.652020 = -355394.270889
  nChanged 2
		SP:Iteration 50Q (143558.110000 sec): 3 clusters
  Score: Raw -358152.496794 + Penalty 2757.652020 = -355394.844775
  nChanged 1
		SP:Iteration 51Q (143558.210000 sec): 3 clusters
  Score: Raw -358152.655805 + Penalty 2757.652020 = -355395.003785
  nChanged 1
		SP:Iteration 52Q (143558.300000 sec): 3 clusters
  Score: Raw -358152.954494 + Penalty 2757.652020 = -355395.302474
  nChanged 1
		SP:Iteration 53Q (143558.390000 sec): 3 clusters
  Score: Raw -358153.330550 + Penalty 2757.652020 = -355395.678531
  nChanged 1
		SP:Iteration 54Q (143558.480000 sec): 3 clusters
  Score: Raw -358153.416467 + Penalty 2757.652020 = -355395.764447
  nChanged 0
		SP:Iteration 55F (143558.570000 sec): 3 clusters
  Score: Raw -358153.416467 + Penalty 2757.652020 = -355395.764447
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 93 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143558.680000 sec): 2 clusters
  Score: Raw -194489.193249 + Penalty 1273.666699 = -193215.526550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143558.750000 sec): 3 clusters
  Score: Raw -193354.979582 + Penalty 2547.333398 = -190807.646185
  nChanged 959
		SP:Iteration 1F (143558.800000 sec): 3 clusters
  Score: Raw -193984.026186 + Penalty 2547.333398 = -191436.692789
  nChanged 228
		SP:Iteration 2F (143558.850000 sec): 3 clusters
  Score: Raw -194174.182048 + Penalty 2547.333398 = -191626.848650
  nChanged 145
		SP:Iteration 3F (143558.900000 sec): 3 clusters
  Score: Raw -194271.992932 + Penalty 2547.333398 = -191724.659534
  nChanged 94
		SP:Iteration 4Q (143558.940000 sec): 3 clusters
  Score: Raw -194327.537076 + Penalty 2547.333398 = -191780.203678
  nChanged 73
		SP:Iteration 5Q (143558.990000 sec): 3 clusters
  Score: Raw -194373.897446 + Penalty 2547.333398 = -191826.564048
  nChanged 55
		SP:Iteration 6Q (143559.040000 sec): 3 clusters
  Score: Raw -194403.762239 + Penalty 2547.333398 = -191856.428841
  nChanged 47
		SP:Iteration 7Q (143559.090000 sec): 3 clusters
  Score: Raw -194433.703224 + Penalty 2547.333398 = -191886.369826
  nChanged 40
		SP:Iteration 8Q (143559.140000 sec): 3 clusters
  Score: Raw -194461.579224 + Penalty 2547.333398 = -191914.245826
  nChanged 49
		SP:Iteration 9Q (143559.190000 sec): 3 clusters
  Score: Raw -194485.959156 + Penalty 2547.333398 = -191938.625758
  nChanged 32
		SP:Iteration 10Q (143559.240000 sec): 3 clusters
  Score: Raw -194501.962836 + Penalty 2547.333398 = -191954.629439
  nChanged 29
		SP:Iteration 11Q (143559.280000 sec): 3 clusters
  Score: Raw -194518.498421 + Penalty 2547.333398 = -191971.165023
  nChanged 27
		SP:Iteration 12Q (143559.340000 sec): 3 clusters
  Score: Raw -194532.007854 + Penalty 2547.333398 = -191984.674456
  nChanged 23
		SP:Iteration 13Q (143559.380000 sec): 3 clusters
  Score: Raw -194544.101506 + Penalty 2547.333398 = -191996.768108
  nChanged 26
		SP:Iteration 14Q (143559.430000 sec): 3 clusters
  Score: Raw -194561.032433 + Penalty 2547.333398 = -192013.699035
  nChanged 26
		SP:Iteration 15Q (143559.480000 sec): 3 clusters
  Score: Raw -194578.425295 + Penalty 2547.333398 = -192031.091898
  nChanged 21
		SP:Iteration 16Q (143559.530000 sec): 3 clusters
  Score: Raw -194590.911405 + Penalty 2547.333398 = -192043.578007
  nChanged 22
		SP:Iteration 17Q (143559.580000 sec): 3 clusters
  Score: Raw -194601.781278 + Penalty 2547.333398 = -192054.447880
  nChanged 24
		SP:Iteration 18Q (143559.630000 sec): 3 clusters
  Score: Raw -194612.629858 + Penalty 2547.333398 = -192065.296460
  nChanged 18
		SP:Iteration 19Q (143559.680000 sec): 3 clusters
  Score: Raw -194625.280296 + Penalty 2547.333398 = -192077.946898
  nChanged 31
		SP:Iteration 20F (143559.720000 sec): 3 clusters
  Score: Raw -194645.653311 + Penalty 2547.333398 = -192098.319914
  nChanged 25
		SP:Iteration 21Q (143559.770000 sec): 3 clusters
  Score: Raw -194665.271440 + Penalty 2547.333398 = -192117.938042
  nChanged 35
		SP:Iteration 22Q (143559.820000 sec): 3 clusters
  Score: Raw -194700.740221 + Penalty 2547.333398 = -192153.406824
  nChanged 31
		SP:Iteration 23Q (143559.870000 sec): 3 clusters
  Score: Raw -194731.852532 + Penalty 2547.333398 = -192184.519135
  nChanged 33
		SP:Iteration 24Q (143559.920000 sec): 3 clusters
  Score: Raw -194752.998132 + Penalty 2547.333398 = -192205.664735
  nChanged 29
		SP:Iteration 25Q (143559.970000 sec): 3 clusters
  Score: Raw -194764.962987 + Penalty 2547.333398 = -192217.629589
  nChanged 17
		SP:Iteration 26Q (143560.020000 sec): 3 clusters
  Score: Raw -194775.924433 + Penalty 2547.333398 = -192228.591035
  nChanged 16
		SP:Iteration 27Q (143560.070000 sec): 3 clusters
  Score: Raw -194783.785364 + Penalty 2547.333398 = -192236.451967
  nChanged 18
		SP:Iteration 28Q (143560.120000 sec): 3 clusters
  Score: Raw -194794.305938 + Penalty 2547.333398 = -192246.972541
  nChanged 20
		SP:Iteration 29Q (143560.160000 sec): 3 clusters
  Score: Raw -194804.465509 + Penalty 2547.333398 = -192257.132112
  nChanged 24
		SP:Iteration 30Q (143560.210000 sec): 3 clusters
  Score: Raw -194822.825959 + Penalty 2547.333398 = -192275.492561
  nChanged 28
		SP:Iteration 31Q (143560.260000 sec): 3 clusters
  Score: Raw -194838.769050 + Penalty 2547.333398 = -192291.435652
  nChanged 20
		SP:Iteration 32Q (143560.310000 sec): 3 clusters
  Score: Raw -194845.567759 + Penalty 2547.333398 = -192298.234361
  nChanged 13
		SP:Iteration 33Q (143560.360000 sec): 3 clusters
  Score: Raw -194852.182434 + Penalty 2547.333398 = -192304.849036
  nChanged 12
		SP:Iteration 34Q (143560.410000 sec): 3 clusters
  Score: Raw -194857.301206 + Penalty 2547.333398 = -192309.967808
  nChanged 14
		SP:Iteration 35Q (143560.460000 sec): 3 clusters
  Score: Raw -194864.064560 + Penalty 2547.333398 = -192316.731162
  nChanged 13
		SP:Iteration 36Q (143560.500000 sec): 3 clusters
  Score: Raw -194872.446573 + Penalty 2547.333398 = -192325.113175
  nChanged 13
		SP:Iteration 37Q (143560.550000 sec): 3 clusters
  Score: Raw -194882.110652 + Penalty 2547.333398 = -192334.777254
  nChanged 19
		SP:Iteration 38Q (143560.600000 sec): 3 clusters
  Score: Raw -194892.576742 + Penalty 2547.333398 = -192345.243344
  nChanged 14
		SP:Iteration 39Q (143560.650000 sec): 3 clusters
  Score: Raw -194904.593352 + Penalty 2547.333398 = -192357.259955
  nChanged 16
		SP:Iteration 40F (143560.700000 sec): 3 clusters
  Score: Raw -194916.216827 + Penalty 2547.333398 = -192368.883429
  nChanged 20
		SP:Iteration 41Q (143560.790000 sec): 3 clusters
  Score: Raw -194928.712556 + Penalty 2547.333398 = -192381.379158
  nChanged 19
		SP:Iteration 42Q (143560.960000 sec): 3 clusters
  Score: Raw -194940.778207 + Penalty 2547.333398 = -192393.444810
  nChanged 25
		SP:Iteration 43Q (143561.140000 sec): 3 clusters
  Score: Raw -194958.039495 + Penalty 2547.333398 = -192410.706097
  nChanged 22
		SP:Iteration 44Q (143561.320000 sec): 3 clusters
  Score: Raw -194973.623041 + Penalty 2547.333398 = -192426.289643
  nChanged 22
		SP:Iteration 45Q (143561.490000 sec): 3 clusters
  Score: Raw -194986.530004 + Penalty 2547.333398 = -192439.196607
  nChanged 24
		SP:Iteration 46Q (143561.670000 sec): 3 clusters
  Score: Raw -195000.687209 + Penalty 2547.333398 = -192453.353811
  nChanged 23
		SP:Iteration 47Q (143561.840000 sec): 3 clusters
  Score: Raw -195013.626749 + Penalty 2547.333398 = -192466.293352
  nChanged 26
		SP:Iteration 48Q (143562.020000 sec): 3 clusters
  Score: Raw -195031.830596 + Penalty 2547.333398 = -192484.497199
  nChanged 21
		SP:Iteration 49Q (143562.200000 sec): 3 clusters
  Score: Raw -195043.152800 + Penalty 2547.333398 = -192495.819402
  nChanged 14
		SP:Iteration 50Q (143562.370000 sec): 3 clusters
  Score: Raw -195049.752956 + Penalty 2547.333398 = -192502.419558
  nChanged 16
		SP:Iteration 51Q (143562.550000 sec): 3 clusters
  Score: Raw -195056.740961 + Penalty 2547.333398 = -192509.407564
  nChanged 8
		SP:Iteration 52Q (143562.720000 sec): 3 clusters
  Score: Raw -195060.474748 + Penalty 2547.333398 = -192513.141350
  nChanged 10
		SP:Iteration 53Q (143562.900000 sec): 3 clusters
  Score: Raw -195066.478254 + Penalty 2547.333398 = -192519.144856
  nChanged 9
		SP:Iteration 54Q (143563.080000 sec): 3 clusters
  Score: Raw -195072.540058 + Penalty 2547.333398 = -192525.206660
  nChanged 11
		SP:Iteration 55Q (143563.250000 sec): 3 clusters
  Score: Raw -195080.386387 + Penalty 2547.333398 = -192533.052989
  nChanged 15
		SP:Iteration 56Q (143563.430000 sec): 3 clusters
  Score: Raw -195089.582006 + Penalty 2547.333398 = -192542.248609
  nChanged 15
		SP:Iteration 57Q (143563.600000 sec): 3 clusters
  Score: Raw -195097.927111 + Penalty 2547.333398 = -192550.593714
  nChanged 15
		SP:Iteration 58Q (143563.780000 sec): 3 clusters
  Score: Raw -195112.134948 + Penalty 2547.333398 = -192564.801551
  nChanged 23
		SP:Iteration 59Q (143563.960000 sec): 3 clusters
  Score: Raw -195123.858690 + Penalty 2547.333398 = -192576.525293
  nChanged 17
		SP:Iteration 60F (143564.130000 sec): 3 clusters
  Score: Raw -195130.573311 + Penalty 2547.333398 = -192583.239913
  nChanged 6
		SP:Iteration 61Q (143564.300000 sec): 3 clusters
  Score: Raw -195133.458044 + Penalty 2547.333398 = -192586.124646
  nChanged 2
		SP:Iteration 62Q (143564.480000 sec): 3 clusters
  Score: Raw -195134.001942 + Penalty 2547.333398 = -192586.668545
  nChanged 1
		SP:Iteration 63Q (143564.660000 sec): 3 clusters
  Score: Raw -195134.146435 + Penalty 2547.333398 = -192586.813037
  nChanged 0
		SP:Iteration 64F (143564.830000 sec): 3 clusters
  Score: Raw -195134.146435 + Penalty 2547.333398 = -192586.813037
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 94 (9048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143564.970000 sec): 2 clusters
  Score: Raw -694048.393965 + Penalty 1480.423590 = -692567.970375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143565.180000 sec): 3 clusters
  Score: Raw -689014.344096 + Penalty 2960.847181 = -686053.496915
  nChanged 3876
		SP:Iteration 1F (143565.370000 sec): 3 clusters
  Score: Raw -691350.819471 + Penalty 2960.847181 = -688389.972290
  nChanged 739
		SP:Iteration 2F (143565.560000 sec): 3 clusters
  Score: Raw -691842.833531 + Penalty 2960.847181 = -688881.986350
  nChanged 636
		SP:Iteration 3F (143565.750000 sec): 3 clusters
  Score: Raw -692276.555630 + Penalty 2960.847181 = -689315.708449
  nChanged 586
		SP:Iteration 4F (143565.990000 sec): 3 clusters
  Score: Raw -692662.486037 + Penalty 2960.847181 = -689701.638856
  nChanged 488
		SP:Iteration 5F (143566.210000 sec): 3 clusters
  Score: Raw -692975.324970 + Penalty 2960.847181 = -690014.477789
  nChanged 423
		SP:Iteration 6Q (143566.400000 sec): 3 clusters
  Score: Raw -693195.146487 + Penalty 2960.847181 = -690234.299307
  nChanged 318
		SP:Iteration 7Q (143566.600000 sec): 3 clusters
  Score: Raw -693331.226411 + Penalty 2960.847181 = -690370.379230
  nChanged 239
		SP:Iteration 8Q (143566.790000 sec): 3 clusters
  Score: Raw -693423.503467 + Penalty 2960.847181 = -690462.656286
  nChanged 213
		SP:Iteration 9Q (143566.980000 sec): 3 clusters
  Score: Raw -693498.060215 + Penalty 2960.847181 = -690537.213034
  nChanged 177
		SP:Iteration 10Q (143567.170000 sec): 3 clusters
  Score: Raw -693552.359824 + Penalty 2960.847181 = -690591.512643
  nChanged 148
		SP:Iteration 11Q (143567.500000 sec): 3 clusters
  Score: Raw -693594.423319 + Penalty 2960.847181 = -690633.576138
  nChanged 128
		SP:Iteration 12Q (143567.680000 sec): 3 clusters
  Score: Raw -693625.319895 + Penalty 2960.847181 = -690664.472714
  nChanged 98
		SP:Iteration 13Q (143567.830000 sec): 3 clusters
  Score: Raw -693647.845354 + Penalty 2960.847181 = -690686.998173
  nChanged 70
		SP:Iteration 14Q (143567.970000 sec): 3 clusters
  Score: Raw -693664.137178 + Penalty 2960.847181 = -690703.289997
  nChanged 71
		SP:Iteration 15Q (143568.200000 sec): 3 clusters
  Score: Raw -693679.953930 + Penalty 2960.847181 = -690719.106749
  nChanged 70
		SP:Iteration 16Q (143568.390000 sec): 3 clusters
  Score: Raw -693694.424438 + Penalty 2960.847181 = -690733.577257
  nChanged 67
		SP:Iteration 17Q (143568.580000 sec): 3 clusters
  Score: Raw -693710.424010 + Penalty 2960.847181 = -690749.576830
  nChanged 70
		SP:Iteration 18Q (143568.730000 sec): 3 clusters
  Score: Raw -693728.747294 + Penalty 2960.847181 = -690767.900113
  nChanged 83
		SP:Iteration 19Q (143568.870000 sec): 3 clusters
  Score: Raw -693749.447108 + Penalty 2960.847181 = -690788.599927
  nChanged 90
		SP:Iteration 20F (143569.030000 sec): 3 clusters
  Score: Raw -693774.257649 + Penalty 2960.847181 = -690813.410468
  nChanged 92
		SP:Iteration 21Q (143569.250000 sec): 3 clusters
  Score: Raw -693798.512907 + Penalty 2960.847181 = -690837.665726
  nChanged 86
		SP:Iteration 22Q (143569.440000 sec): 3 clusters
  Score: Raw -693820.379710 + Penalty 2960.847181 = -690859.532529
  nChanged 73
		SP:Iteration 23Q (143569.630000 sec): 3 clusters
  Score: Raw -693838.788517 + Penalty 2960.847181 = -690877.941336
  nChanged 70
		SP:Iteration 24Q (143569.820000 sec): 3 clusters
  Score: Raw -693856.425316 + Penalty 2960.847181 = -690895.578135
  nChanged 69
		SP:Iteration 25Q (143570.010000 sec): 3 clusters
  Score: Raw -693875.908738 + Penalty 2960.847181 = -690915.061557
  nChanged 73
		SP:Iteration 26Q (143570.200000 sec): 3 clusters
  Score: Raw -693895.647925 + Penalty 2960.847181 = -690934.800744
  nChanged 64
		SP:Iteration 27Q (143570.400000 sec): 3 clusters
  Score: Raw -693910.596019 + Penalty 2960.847181 = -690949.748838
  nChanged 62
		SP:Iteration 28Q (143570.590000 sec): 3 clusters
  Score: Raw -693922.461032 + Penalty 2960.847181 = -690961.613851
  nChanged 55
		SP:Iteration 29Q (143570.780000 sec): 3 clusters
  Score: Raw -693932.233202 + Penalty 2960.847181 = -690971.386021
  nChanged 50
		SP:Iteration 30Q (143570.970000 sec): 3 clusters
  Score: Raw -693942.507514 + Penalty 2960.847181 = -690981.660334
  nChanged 48
		SP:Iteration 31Q (143571.170000 sec): 3 clusters
  Score: Raw -693951.141930 + Penalty 2960.847181 = -690990.294749
  nChanged 41
		SP:Iteration 32Q (143571.400000 sec): 3 clusters
  Score: Raw -693958.788769 + Penalty 2960.847181 = -690997.941589
  nChanged 37
		SP:Iteration 33Q (143571.590000 sec): 3 clusters
  Score: Raw -693964.720625 + Penalty 2960.847181 = -691003.873444
  nChanged 22
		SP:Iteration 34Q (143571.780000 sec): 3 clusters
  Score: Raw -693968.219068 + Penalty 2960.847181 = -691007.371888
  nChanged 25
		SP:Iteration 35Q (143571.980000 sec): 3 clusters
  Score: Raw -693972.668772 + Penalty 2960.847181 = -691011.821591
  nChanged 28
		SP:Iteration 36Q (143572.170000 sec): 3 clusters
  Score: Raw -693978.432265 + Penalty 2960.847181 = -691017.585084
  nChanged 33
		SP:Iteration 37Q (143572.360000 sec): 3 clusters
  Score: Raw -693987.634628 + Penalty 2960.847181 = -691026.787447
  nChanged 38
		SP:Iteration 38Q (143572.560000 sec): 3 clusters
  Score: Raw -693996.017365 + Penalty 2960.847181 = -691035.170185
  nChanged 37
		SP:Iteration 39Q (143572.750000 sec): 3 clusters
  Score: Raw -694003.304245 + Penalty 2960.847181 = -691042.457064
  nChanged 33
		SP:Iteration 40F (143572.940000 sec): 3 clusters
  Score: Raw -694011.020886 + Penalty 2960.847181 = -691050.173705
  nChanged 38
		SP:Iteration 41Q (143573.130000 sec): 3 clusters
  Score: Raw -694020.163830 + Penalty 2960.847181 = -691059.316650
  nChanged 39
		SP:Iteration 42Q (143573.320000 sec): 3 clusters
  Score: Raw -694026.759076 + Penalty 2960.847181 = -691065.911895
  nChanged 29
		SP:Iteration 43Q (143573.520000 sec): 3 clusters
  Score: Raw -694032.348449 + Penalty 2960.847181 = -691071.501268
  nChanged 33
		SP:Iteration 44Q (143573.710000 sec): 3 clusters
  Score: Raw -694039.725695 + Penalty 2960.847181 = -691078.878514
  nChanged 34
		SP:Iteration 45Q (143573.900000 sec): 3 clusters
  Score: Raw -694047.430009 + Penalty 2960.847181 = -691086.582828
  nChanged 31
		SP:Iteration 46Q (143574.120000 sec): 3 clusters
  Score: Raw -694055.759169 + Penalty 2960.847181 = -691094.911989
  nChanged 47
		SP:Iteration 47Q (143574.310000 sec): 3 clusters
  Score: Raw -694068.966142 + Penalty 2960.847181 = -691108.118961
  nChanged 59
		SP:Iteration 48Q (143574.500000 sec): 3 clusters
  Score: Raw -694083.909432 + Penalty 2960.847181 = -691123.062251
  nChanged 43
		SP:Iteration 49Q (143574.690000 sec): 3 clusters
  Score: Raw -694093.882404 + Penalty 2960.847181 = -691133.035224
  nChanged 39
		SP:Iteration 50Q (143574.880000 sec): 3 clusters
  Score: Raw -694103.272813 + Penalty 2960.847181 = -691142.425632
  nChanged 38
		SP:Iteration 51Q (143575.080000 sec): 3 clusters
  Score: Raw -694113.357438 + Penalty 2960.847181 = -691152.510257
  nChanged 48
		SP:Iteration 52Q (143575.260000 sec): 3 clusters
  Score: Raw -694126.051386 + Penalty 2960.847181 = -691165.204205
  nChanged 58
		SP:Iteration 53Q (143575.450000 sec): 3 clusters
  Score: Raw -694144.727892 + Penalty 2960.847181 = -691183.880711
  nChanged 65
		SP:Iteration 54Q (143575.640000 sec): 3 clusters
  Score: Raw -694163.585311 + Penalty 2960.847181 = -691202.738130
  nChanged 55
		SP:Iteration 55Q (143575.830000 sec): 3 clusters
  Score: Raw -694177.274934 + Penalty 2960.847181 = -691216.427754
  nChanged 42
		SP:Iteration 56Q (143576.020000 sec): 3 clusters
  Score: Raw -694187.505801 + Penalty 2960.847181 = -691226.658621
  nChanged 38
		SP:Iteration 57Q (143576.220000 sec): 3 clusters
  Score: Raw -694198.053936 + Penalty 2960.847181 = -691237.206756
  nChanged 44
		SP:Iteration 58Q (143576.410000 sec): 3 clusters
  Score: Raw -694208.191944 + Penalty 2960.847181 = -691247.344764
  nChanged 48
		SP:Iteration 59Q (143576.610000 sec): 3 clusters
  Score: Raw -694220.464068 + Penalty 2960.847181 = -691259.616888
  nChanged 25
		SP:Iteration 60F (143576.800000 sec): 3 clusters
  Score: Raw -694225.608669 + Penalty 2960.847181 = -691264.761488
  nChanged 23
		SP:Iteration 61Q (143576.990000 sec): 3 clusters
  Score: Raw -694229.539305 + Penalty 2960.847181 = -691268.692124
  nChanged 20
		SP:Iteration 62Q (143577.170000 sec): 3 clusters
  Score: Raw -694233.850875 + Penalty 2960.847181 = -691273.003695
  nChanged 24
		SP:Iteration 63Q (143577.350000 sec): 3 clusters
  Score: Raw -694239.510386 + Penalty 2960.847181 = -691278.663205
  nChanged 25
		SP:Iteration 64Q (143577.540000 sec): 3 clusters
  Score: Raw -694244.291327 + Penalty 2960.847181 = -691283.444147
  nChanged 17
		SP:Iteration 65Q (143577.730000 sec): 3 clusters
  Score: Raw -694247.809419 + Penalty 2960.847181 = -691286.962238
  nChanged 15
		SP:Iteration 66Q (143577.920000 sec): 3 clusters
  Score: Raw -694250.163786 + Penalty 2960.847181 = -691289.316605
  nChanged 14
		SP:Iteration 67Q (143578.110000 sec): 3 clusters
  Score: Raw -694251.484427 + Penalty 2960.847181 = -691290.637246
  nChanged 8
		SP:Iteration 68Q (143578.300000 sec): 3 clusters
  Score: Raw -694252.584882 + Penalty 2960.847181 = -691291.737701
  nChanged 8
		SP:Iteration 69Q (143578.480000 sec): 3 clusters
  Score: Raw -694253.703464 + Penalty 2960.847181 = -691292.856284
  nChanged 9
		SP:Iteration 70Q (143578.620000 sec): 3 clusters
  Score: Raw -694254.967870 + Penalty 2960.847181 = -691294.120689
  nChanged 5
		SP:Iteration 71Q (143578.770000 sec): 3 clusters
  Score: Raw -694255.711721 + Penalty 2960.847181 = -691294.864540
  nChanged 7
		SP:Iteration 72Q (143578.900000 sec): 3 clusters
  Score: Raw -694256.714463 + Penalty 2960.847181 = -691295.867283
  nChanged 5
		SP:Iteration 73Q (143579.050000 sec): 3 clusters
  Score: Raw -694257.437791 + Penalty 2960.847181 = -691296.590610
  nChanged 8
		SP:Iteration 74Q (143579.190000 sec): 3 clusters
  Score: Raw -694258.309500 + Penalty 2960.847181 = -691297.462319
  nChanged 9
		SP:Iteration 75Q (143579.340000 sec): 3 clusters
  Score: Raw -694259.662936 + Penalty 2960.847181 = -691298.815755
  nChanged 11
		SP:Iteration 76Q (143579.460000 sec): 3 clusters
  Score: Raw -694261.453320 + Penalty 2960.847181 = -691300.606139
  nChanged 5
		SP:Iteration 77Q (143579.600000 sec): 3 clusters
  Score: Raw -694262.556202 + Penalty 2960.847181 = -691301.709022
  nChanged 7
		SP:Iteration 78Q (143579.840000 sec): 3 clusters
  Score: Raw -694263.265515 + Penalty 2960.847181 = -691302.418334
  nChanged 3
		SP:Iteration 79Q (143580.020000 sec): 3 clusters
  Score: Raw -694263.453934 + Penalty 2960.847181 = -691302.606753
  nChanged 2
		SP:Iteration 80F (143580.220000 sec): 3 clusters
  Score: Raw -694263.835149 + Penalty 2960.847181 = -691302.987969
  nChanged 5
		SP:Iteration 81Q (143580.410000 sec): 3 clusters
  Score: Raw -694264.394880 + Penalty 2960.847181 = -691303.547699
  nChanged 4
		SP:Iteration 82Q (143580.610000 sec): 3 clusters
  Score: Raw -694264.778588 + Penalty 2960.847181 = -691303.931408
  nChanged 3
		SP:Iteration 83Q (143580.790000 sec): 3 clusters
  Score: Raw -694265.409695 + Penalty 2960.847181 = -691304.562514
  nChanged 1
		SP:Iteration 84Q (143580.990000 sec): 3 clusters
  Score: Raw -694265.467067 + Penalty 2960.847181 = -691304.619886
  nChanged 0
		SP:Iteration 85F (143581.180000 sec): 3 clusters
  Score: Raw -694265.467067 + Penalty 2960.847181 = -691304.619886
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 95 (5340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143581.280000 sec): 2 clusters
  Score: Raw -452694.846949 + Penalty 1394.734401 = -451300.112548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143581.450000 sec): 3 clusters
  Score: Raw -449908.312513 + Penalty 2789.468803 = -447118.843710
  nChanged 2174
		SP:Iteration 1F (143581.620000 sec): 3 clusters
  Score: Raw -451350.511565 + Penalty 2789.468803 = -448561.042762
  nChanged 498
		SP:Iteration 2F (143581.800000 sec): 3 clusters
  Score: Raw -451769.768676 + Penalty 2789.468803 = -448980.299874
  nChanged 431
		SP:Iteration 3F (143581.970000 sec): 3 clusters
  Score: Raw -452110.418998 + Penalty 2789.468803 = -449320.950195
  nChanged 332
		SP:Iteration 4F (143582.140000 sec): 3 clusters
  Score: Raw -452361.475188 + Penalty 2789.468803 = -449572.006385
  nChanged 278
		SP:Iteration 5F (143582.320000 sec): 3 clusters
  Score: Raw -452607.130022 + Penalty 2789.468803 = -449817.661219
  nChanged 241
		SP:Iteration 6Q (143582.490000 sec): 3 clusters
  Score: Raw -452811.743356 + Penalty 2789.468803 = -450022.274553
  nChanged 212
		SP:Iteration 7Q (143582.660000 sec): 3 clusters
  Score: Raw -452989.318921 + Penalty 2789.468803 = -450199.850118
  nChanged 186
		SP:Iteration 8Q (143582.840000 sec): 3 clusters
  Score: Raw -453095.659120 + Penalty 2789.468803 = -450306.190317
  nChanged 119
		SP:Iteration 9Q (143583.010000 sec): 3 clusters
  Score: Raw -453161.664381 + Penalty 2789.468803 = -450372.195578
  nChanged 97
		SP:Iteration 10Q (143583.180000 sec): 3 clusters
  Score: Raw -453216.631800 + Penalty 2789.468803 = -450427.162997
  nChanged 75
		SP:Iteration 11Q (143583.360000 sec): 3 clusters
  Score: Raw -453258.375002 + Penalty 2789.468803 = -450468.906199
  nChanged 64
		SP:Iteration 12Q (143583.530000 sec): 3 clusters
  Score: Raw -453290.535025 + Penalty 2789.468803 = -450501.066222
  nChanged 45
		SP:Iteration 13Q (143583.620000 sec): 3 clusters
  Score: Raw -453312.355647 + Penalty 2789.468803 = -450522.886844
  nChanged 41
		SP:Iteration 14Q (143583.800000 sec): 3 clusters
  Score: Raw -453331.448518 + Penalty 2789.468803 = -450541.979716
  nChanged 38
		SP:Iteration 15Q (143583.970000 sec): 3 clusters
  Score: Raw -453353.742439 + Penalty 2789.468803 = -450564.273636
  nChanged 48
		SP:Iteration 16Q (143584.140000 sec): 3 clusters
  Score: Raw -453373.629931 + Penalty 2789.468803 = -450584.161128
  nChanged 31
		SP:Iteration 17Q (143584.320000 sec): 3 clusters
  Score: Raw -453384.549657 + Penalty 2789.468803 = -450595.080854
  nChanged 24
		SP:Iteration 18Q (143584.490000 sec): 3 clusters
  Score: Raw -453393.510108 + Penalty 2789.468803 = -450604.041305
  nChanged 19
		SP:Iteration 19Q (143584.660000 sec): 3 clusters
  Score: Raw -453398.953087 + Penalty 2789.468803 = -450609.484284
  nChanged 15
		SP:Iteration 20F (143584.840000 sec): 3 clusters
  Score: Raw -453403.025485 + Penalty 2789.468803 = -450613.556682
  nChanged 9
		SP:Iteration 21Q (143585.010000 sec): 3 clusters
  Score: Raw -453405.031275 + Penalty 2789.468803 = -450615.562472
  nChanged 7
		SP:Iteration 22Q (143585.180000 sec): 3 clusters
  Score: Raw -453406.938653 + Penalty 2789.468803 = -450617.469850
  nChanged 8
		SP:Iteration 23Q (143585.350000 sec): 3 clusters
  Score: Raw -453408.392569 + Penalty 2789.468803 = -450618.923766
  nChanged 4
		SP:Iteration 24Q (143585.530000 sec): 3 clusters
  Score: Raw -453409.106928 + Penalty 2789.468803 = -450619.638125
  nChanged 3
		SP:Iteration 25Q (143585.700000 sec): 3 clusters
  Score: Raw -453409.534144 + Penalty 2789.468803 = -450620.065341
  nChanged 3
		SP:Iteration 26Q (143585.870000 sec): 3 clusters
  Score: Raw -453410.407845 + Penalty 2789.468803 = -450620.939042
  nChanged 5
		SP:Iteration 27Q (143586.050000 sec): 3 clusters
  Score: Raw -453411.960585 + Penalty 2789.468803 = -450622.491782
  nChanged 5
		SP:Iteration 28Q (143586.220000 sec): 3 clusters
  Score: Raw -453412.697764 + Penalty 2789.468803 = -450623.228962
  nChanged 2
		SP:Iteration 29Q (143586.390000 sec): 3 clusters
  Score: Raw -453413.671170 + Penalty 2789.468803 = -450624.202367
  nChanged 3
		SP:Iteration 30Q (143586.560000 sec): 3 clusters
  Score: Raw -453414.515170 + Penalty 2789.468803 = -450625.046367
  nChanged 5
		SP:Iteration 31Q (143586.740000 sec): 3 clusters
  Score: Raw -453415.570364 + Penalty 2789.468803 = -450626.101561
  nChanged 5
		SP:Iteration 32Q (143586.910000 sec): 3 clusters
  Score: Raw -453416.960550 + Penalty 2789.468803 = -450627.491747
  nChanged 2
		SP:Iteration 33Q (143587.080000 sec): 3 clusters
  Score: Raw -453417.282911 + Penalty 2789.468803 = -450627.814108
  nChanged 2
		SP:Iteration 34Q (143587.260000 sec): 3 clusters
  Score: Raw -453417.595686 + Penalty 2789.468803 = -450628.126883
  nChanged 2
		SP:Iteration 35Q (143587.430000 sec): 3 clusters
  Score: Raw -453418.161790 + Penalty 2789.468803 = -450628.692988
  nChanged 2
		SP:Iteration 36Q (143587.600000 sec): 3 clusters
  Score: Raw -453418.993595 + Penalty 2789.468803 = -450629.524792
  nChanged 5
		SP:Iteration 37Q (143587.780000 sec): 3 clusters
  Score: Raw -453420.438020 + Penalty 2789.468803 = -450630.969217
  nChanged 4
		SP:Iteration 38Q (143587.950000 sec): 3 clusters
  Score: Raw -453421.588508 + Penalty 2789.468803 = -450632.119705
  nChanged 3
		SP:Iteration 39Q (143588.120000 sec): 3 clusters
  Score: Raw -453422.819188 + Penalty 2789.468803 = -450633.350385
  nChanged 5
		SP:Iteration 40F (143588.300000 sec): 3 clusters
  Score: Raw -453423.536794 + Penalty 2789.468803 = -450634.067991
  nChanged 3
		SP:Iteration 41Q (143588.470000 sec): 3 clusters
  Score: Raw -453424.668594 + Penalty 2789.468803 = -450635.199792
  nChanged 6
		SP:Iteration 42Q (143588.640000 sec): 3 clusters
  Score: Raw -453426.572686 + Penalty 2789.468803 = -450637.103883
  nChanged 5
		SP:Iteration 43Q (143588.810000 sec): 3 clusters
  Score: Raw -453427.701980 + Penalty 2789.468803 = -450638.233177
  nChanged 3
		SP:Iteration 44Q (143588.980000 sec): 3 clusters
  Score: Raw -453428.652407 + Penalty 2789.468803 = -450639.183604
  nChanged 3
		SP:Iteration 45Q (143589.160000 sec): 3 clusters
  Score: Raw -453429.076071 + Penalty 2789.468803 = -450639.607268
  nChanged 3
		SP:Iteration 46Q (143589.330000 sec): 3 clusters
  Score: Raw -453429.718887 + Penalty 2789.468803 = -450640.250084
  nChanged 2
		SP:Iteration 47Q (143589.500000 sec): 3 clusters
  Score: Raw -453429.998387 + Penalty 2789.468803 = -450640.529584
  nChanged 1
		SP:Iteration 48Q (143589.680000 sec): 3 clusters
  Score: Raw -453430.155736 + Penalty 2789.468803 = -450640.686933
  nChanged 2
		SP:Iteration 49Q (143589.850000 sec): 3 clusters
  Score: Raw -453430.687014 + Penalty 2789.468803 = -450641.218211
  nChanged 1
		SP:Iteration 50Q (143590.020000 sec): 3 clusters
  Score: Raw -453430.903363 + Penalty 2789.468803 = -450641.434560
  nChanged 3
		SP:Iteration 51Q (143590.200000 sec): 3 clusters
  Score: Raw -453431.408782 + Penalty 2789.468803 = -450641.939979
  nChanged 2
		SP:Iteration 52Q (143590.370000 sec): 3 clusters
  Score: Raw -453431.959497 + Penalty 2789.468803 = -450642.490694
  nChanged 1
		SP:Iteration 53Q (143590.540000 sec): 3 clusters
  Score: Raw -453432.060510 + Penalty 2789.468803 = -450642.591707
  nChanged 1
		SP:Iteration 54Q (143590.720000 sec): 3 clusters
  Score: Raw -453432.183145 + Penalty 2789.468803 = -450642.714343
  nChanged 0
		SP:Iteration 55F (143590.890000 sec): 3 clusters
  Score: Raw -453432.183145 + Penalty 2789.468803 = -450642.714343
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 96 (4502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143591.010000 sec): 2 clusters
  Score: Raw -333314.663899 + Penalty 1366.995016 = -331947.668883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143591.190000 sec): 3 clusters
  Score: Raw -330997.060760 + Penalty 2733.990032 = -328263.070728
  nChanged 1829
		SP:Iteration 1F (143591.380000 sec): 3 clusters
  Score: Raw -332057.563520 + Penalty 2733.990032 = -329323.573488
  nChanged 404
		SP:Iteration 2F (143591.540000 sec): 3 clusters
  Score: Raw -332339.111629 + Penalty 2733.990032 = -329605.121597
  nChanged 309
		SP:Iteration 3F (143591.680000 sec): 3 clusters
  Score: Raw -332577.994486 + Penalty 2733.990032 = -329844.004454
  nChanged 252
		SP:Iteration 4F (143591.770000 sec): 3 clusters
  Score: Raw -332752.280775 + Penalty 2733.990032 = -330018.290743
  nChanged 215
		SP:Iteration 5Q (143591.850000 sec): 3 clusters
  Score: Raw -332887.575249 + Penalty 2733.990032 = -330153.585217
  nChanged 177
		SP:Iteration 6Q (143591.940000 sec): 3 clusters
  Score: Raw -333008.407511 + Penalty 2733.990032 = -330274.417479
  nChanged 173
		SP:Iteration 7Q (143592.020000 sec): 3 clusters
  Score: Raw -333132.374898 + Penalty 2733.990032 = -330398.384866
  nChanged 142
		SP:Iteration 8Q (143592.210000 sec): 3 clusters
  Score: Raw -333213.873680 + Penalty 2733.990032 = -330479.883648
  nChanged 120
		SP:Iteration 9Q (143592.390000 sec): 3 clusters
  Score: Raw -333275.704685 + Penalty 2733.990032 = -330541.714653
  nChanged 111
		SP:Iteration 10Q (143592.560000 sec): 3 clusters
  Score: Raw -333329.610632 + Penalty 2733.990032 = -330595.620600
  nChanged 84
		SP:Iteration 11Q (143592.740000 sec): 3 clusters
  Score: Raw -333364.444209 + Penalty 2733.990032 = -330630.454177
  nChanged 79
		SP:Iteration 12Q (143592.910000 sec): 3 clusters
  Score: Raw -333398.218000 + Penalty 2733.990032 = -330664.227968
  nChanged 50
		SP:Iteration 13Q (143593.090000 sec): 3 clusters
  Score: Raw -333415.820714 + Penalty 2733.990032 = -330681.830682
  nChanged 49
		SP:Iteration 14Q (143593.260000 sec): 3 clusters
  Score: Raw -333430.885147 + Penalty 2733.990032 = -330696.895115
  nChanged 33
		SP:Iteration 15Q (143593.440000 sec): 3 clusters
  Score: Raw -333442.271360 + Penalty 2733.990032 = -330708.281328
  nChanged 38
		SP:Iteration 16Q (143593.620000 sec): 3 clusters
  Score: Raw -333455.973867 + Penalty 2733.990032 = -330721.983835
  nChanged 27
		SP:Iteration 17Q (143593.790000 sec): 3 clusters
  Score: Raw -333465.318945 + Penalty 2733.990032 = -330731.328913
  nChanged 25
		SP:Iteration 18Q (143593.970000 sec): 3 clusters
  Score: Raw -333471.939800 + Penalty 2733.990032 = -330737.949768
  nChanged 20
		SP:Iteration 19Q (143594.140000 sec): 3 clusters
  Score: Raw -333477.424761 + Penalty 2733.990032 = -330743.434729
  nChanged 22
		SP:Iteration 20F (143594.320000 sec): 3 clusters
  Score: Raw -333484.845417 + Penalty 2733.990032 = -330750.855385
  nChanged 23
		SP:Iteration 21Q (143594.500000 sec): 3 clusters
  Score: Raw -333490.383497 + Penalty 2733.990032 = -330756.393465
  nChanged 14
		SP:Iteration 22Q (143594.670000 sec): 3 clusters
  Score: Raw -333495.023294 + Penalty 2733.990032 = -330761.033262
  nChanged 18
		SP:Iteration 23Q (143594.850000 sec): 3 clusters
  Score: Raw -333500.229462 + Penalty 2733.990032 = -330766.239430
  nChanged 11
		SP:Iteration 24Q (143595.020000 sec): 3 clusters
  Score: Raw -333503.279186 + Penalty 2733.990032 = -330769.289154
  nChanged 13
		SP:Iteration 25Q (143595.220000 sec): 3 clusters
  Score: Raw -333506.722484 + Penalty 2733.990032 = -330772.732452
  nChanged 17
		SP:Iteration 26Q (143595.300000 sec): 3 clusters
  Score: Raw -333512.461218 + Penalty 2733.990032 = -330778.471187
  nChanged 27
		SP:Iteration 27Q (143595.390000 sec): 3 clusters
  Score: Raw -333521.603504 + Penalty 2733.990032 = -330787.613472
  nChanged 18
		SP:Iteration 28Q (143595.470000 sec): 3 clusters
  Score: Raw -333526.539680 + Penalty 2733.990032 = -330792.549648
  nChanged 17
		SP:Iteration 29Q (143595.560000 sec): 3 clusters
  Score: Raw -333530.595331 + Penalty 2733.990032 = -330796.605299
  nChanged 19
		SP:Iteration 30Q (143595.640000 sec): 3 clusters
  Score: Raw -333534.800298 + Penalty 2733.990032 = -330800.810266
  nChanged 17
		SP:Iteration 31Q (143595.730000 sec): 3 clusters
  Score: Raw -333538.096027 + Penalty 2733.990032 = -330804.105995
  nChanged 11
		SP:Iteration 32Q (143595.810000 sec): 3 clusters
  Score: Raw -333540.023089 + Penalty 2733.990032 = -330806.033057
  nChanged 8
		SP:Iteration 33Q (143595.900000 sec): 3 clusters
  Score: Raw -333541.800737 + Penalty 2733.990032 = -330807.810705
  nChanged 7
		SP:Iteration 34Q (143595.990000 sec): 3 clusters
  Score: Raw -333543.228443 + Penalty 2733.990032 = -330809.238411
  nChanged 8
		SP:Iteration 35Q (143596.070000 sec): 3 clusters
  Score: Raw -333545.032871 + Penalty 2733.990032 = -330811.042839
  nChanged 11
		SP:Iteration 36Q (143596.160000 sec): 3 clusters
  Score: Raw -333547.626516 + Penalty 2733.990032 = -330813.636484
  nChanged 5
		SP:Iteration 37Q (143596.240000 sec): 3 clusters
  Score: Raw -333548.741810 + Penalty 2733.990032 = -330814.751778
  nChanged 3
		SP:Iteration 38Q (143596.330000 sec): 3 clusters
  Score: Raw -333548.995306 + Penalty 2733.990032 = -330815.005274
  nChanged 3
		SP:Iteration 39Q (143596.410000 sec): 3 clusters
  Score: Raw -333549.634426 + Penalty 2733.990032 = -330815.644394
  nChanged 5
		SP:Iteration 40F (143596.500000 sec): 3 clusters
  Score: Raw -333550.504718 + Penalty 2733.990032 = -330816.514686
  nChanged 2
		SP:Iteration 41Q (143596.590000 sec): 3 clusters
  Score: Raw -333550.696381 + Penalty 2733.990032 = -330816.706349
  nChanged 0
		SP:Iteration 42F (143596.670000 sec): 3 clusters
  Score: Raw -333550.696381 + Penalty 2733.990032 = -330816.706349
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 97 (4060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143596.770000 sec): 2 clusters
  Score: Raw -335933.017467 + Penalty 1350.202466 = -334582.815001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143596.950000 sec): 3 clusters
  Score: Raw -333901.017499 + Penalty 2700.404932 = -331200.612567
  nChanged 1584
		SP:Iteration 1F (143597.130000 sec): 3 clusters
  Score: Raw -334853.117966 + Penalty 2700.404932 = -332152.713033
  nChanged 331
		SP:Iteration 2F (143597.300000 sec): 3 clusters
  Score: Raw -335058.011131 + Penalty 2700.404932 = -332357.606199
  nChanged 249
		SP:Iteration 3F (143597.480000 sec): 3 clusters
  Score: Raw -335212.031176 + Penalty 2700.404932 = -332511.626244
  nChanged 208
		SP:Iteration 4F (143597.650000 sec): 3 clusters
  Score: Raw -335325.546140 + Penalty 2700.404932 = -332625.141208
  nChanged 148
		SP:Iteration 5Q (143597.830000 sec): 3 clusters
  Score: Raw -335399.694001 + Penalty 2700.404932 = -332699.289069
  nChanged 139
		SP:Iteration 6Q (143598.010000 sec): 3 clusters
  Score: Raw -335475.725345 + Penalty 2700.404932 = -332775.320413
  nChanged 118
		SP:Iteration 7Q (143598.180000 sec): 3 clusters
  Score: Raw -335525.922668 + Penalty 2700.404932 = -332825.517736
  nChanged 81
		SP:Iteration 8Q (143598.400000 sec): 3 clusters
  Score: Raw -335556.900451 + Penalty 2700.404932 = -332856.495518
  nChanged 64
		SP:Iteration 9Q (143598.530000 sec): 3 clusters
  Score: Raw -335584.957972 + Penalty 2700.404932 = -332884.553040
  nChanged 67
		SP:Iteration 10Q (143598.610000 sec): 3 clusters
  Score: Raw -335615.536040 + Penalty 2700.404932 = -332915.131108
  nChanged 63
		SP:Iteration 11Q (143598.680000 sec): 3 clusters
  Score: Raw -335646.047104 + Penalty 2700.404932 = -332945.642171
  nChanged 63
		SP:Iteration 12Q (143598.750000 sec): 3 clusters
  Score: Raw -335675.761372 + Penalty 2700.404932 = -332975.356440
  nChanged 61
		SP:Iteration 13Q (143598.820000 sec): 3 clusters
  Score: Raw -335702.263578 + Penalty 2700.404932 = -333001.858646
  nChanged 57
		SP:Iteration 14Q (143598.900000 sec): 3 clusters
  Score: Raw -335728.802023 + Penalty 2700.404932 = -333028.397091
  nChanged 60
		SP:Iteration 15Q (143598.970000 sec): 3 clusters
  Score: Raw -335758.711561 + Penalty 2700.404932 = -333058.306629
  nChanged 49
		SP:Iteration 16Q (143599.040000 sec): 3 clusters
  Score: Raw -335780.198930 + Penalty 2700.404932 = -333079.793998
  nChanged 45
		SP:Iteration 17Q (143599.110000 sec): 3 clusters
  Score: Raw -335798.494069 + Penalty 2700.404932 = -333098.089137
  nChanged 35
		SP:Iteration 18Q (143599.180000 sec): 3 clusters
  Score: Raw -335813.971017 + Penalty 2700.404932 = -333113.566085
  nChanged 44
		SP:Iteration 19Q (143599.250000 sec): 3 clusters
  Score: Raw -335833.666438 + Penalty 2700.404932 = -333133.261506
  nChanged 40
		SP:Iteration 20F (143599.320000 sec): 3 clusters
  Score: Raw -335854.055354 + Penalty 2700.404932 = -333153.650422
  nChanged 57
		SP:Iteration 21Q (143599.390000 sec): 3 clusters
  Score: Raw -335883.185521 + Penalty 2700.404932 = -333182.780589
  nChanged 58
		SP:Iteration 22Q (143599.460000 sec): 3 clusters
  Score: Raw -335911.423606 + Penalty 2700.404932 = -333211.018674
  nChanged 52
		SP:Iteration 23Q (143599.530000 sec): 3 clusters
  Score: Raw -335929.582474 + Penalty 2700.404932 = -333229.177542
  nChanged 31
		SP:Iteration 24Q (143599.600000 sec): 3 clusters
  Score: Raw -335939.940432 + Penalty 2700.404932 = -333239.535500
  nChanged 24
		SP:Iteration 25Q (143599.670000 sec): 3 clusters
  Score: Raw -335949.933946 + Penalty 2700.404932 = -333249.529013
  nChanged 34
		SP:Iteration 26Q (143599.740000 sec): 3 clusters
  Score: Raw -335966.002195 + Penalty 2700.404932 = -333265.597263
  nChanged 38
		SP:Iteration 27Q (143599.900000 sec): 3 clusters
  Score: Raw -335980.093246 + Penalty 2700.404932 = -333279.688314
  nChanged 33
		SP:Iteration 28Q (143600.080000 sec): 3 clusters
  Score: Raw -335993.210773 + Penalty 2700.404932 = -333292.805841
  nChanged 33
		SP:Iteration 29Q (143600.250000 sec): 3 clusters
  Score: Raw -336005.806489 + Penalty 2700.404932 = -333305.401557
  nChanged 28
		SP:Iteration 30Q (143600.450000 sec): 3 clusters
  Score: Raw -336014.481471 + Penalty 2700.404932 = -333314.076539
  nChanged 24
		SP:Iteration 31Q (143600.650000 sec): 3 clusters
  Score: Raw -336023.568749 + Penalty 2700.404932 = -333323.163817
  nChanged 25
		SP:Iteration 32Q (143600.820000 sec): 3 clusters
  Score: Raw -336035.870195 + Penalty 2700.404932 = -333335.465263
  nChanged 28
		SP:Iteration 33Q (143601.000000 sec): 3 clusters
  Score: Raw -336050.749474 + Penalty 2700.404932 = -333350.344542
  nChanged 36
		SP:Iteration 34Q (143601.180000 sec): 3 clusters
  Score: Raw -336066.736058 + Penalty 2700.404932 = -333366.331126
  nChanged 32
		SP:Iteration 35Q (143601.350000 sec): 3 clusters
  Score: Raw -336081.329004 + Penalty 2700.404932 = -333380.924072
  nChanged 27
		SP:Iteration 36Q (143601.520000 sec): 3 clusters
  Score: Raw -336091.508874 + Penalty 2700.404932 = -333391.103941
  nChanged 26
		SP:Iteration 37Q (143601.700000 sec): 3 clusters
  Score: Raw -336101.306108 + Penalty 2700.404932 = -333400.901176
  nChanged 29
		SP:Iteration 38Q (143601.880000 sec): 3 clusters
  Score: Raw -336113.130764 + Penalty 2700.404932 = -333412.725832
  nChanged 40
		SP:Iteration 39Q (143602.050000 sec): 3 clusters
  Score: Raw -336131.877266 + Penalty 2700.404932 = -333431.472334
  nChanged 34
		SP:Iteration 40F (143602.230000 sec): 3 clusters
  Score: Raw -336148.902882 + Penalty 2700.404932 = -333448.497950
  nChanged 34
		SP:Iteration 41Q (143602.400000 sec): 3 clusters
  Score: Raw -336161.795021 + Penalty 2700.404932 = -333461.390089
  nChanged 33
		SP:Iteration 42Q (143602.580000 sec): 3 clusters
  Score: Raw -336172.775390 + Penalty 2700.404932 = -333472.370458
  nChanged 30
		SP:Iteration 43Q (143602.760000 sec): 3 clusters
  Score: Raw -336181.572937 + Penalty 2700.404932 = -333481.168005
  nChanged 21
		SP:Iteration 44Q (143602.930000 sec): 3 clusters
  Score: Raw -336185.843025 + Penalty 2700.404932 = -333485.438093
  nChanged 14
		SP:Iteration 45Q (143603.110000 sec): 3 clusters
  Score: Raw -336189.690870 + Penalty 2700.404932 = -333489.285938
  nChanged 15
		SP:Iteration 46Q (143603.280000 sec): 3 clusters
  Score: Raw -336194.230227 + Penalty 2700.404932 = -333493.825295
  nChanged 17
		SP:Iteration 47Q (143603.460000 sec): 3 clusters
  Score: Raw -336199.472909 + Penalty 2700.404932 = -333499.067977
  nChanged 15
		SP:Iteration 48Q (143603.640000 sec): 3 clusters
  Score: Raw -336204.424756 + Penalty 2700.404932 = -333504.019824
  nChanged 12
		SP:Iteration 49Q (143603.810000 sec): 3 clusters
  Score: Raw -336208.075500 + Penalty 2700.404932 = -333507.670568
  nChanged 12
		SP:Iteration 50Q (143603.990000 sec): 3 clusters
  Score: Raw -336211.971513 + Penalty 2700.404932 = -333511.566581
  nChanged 10
		SP:Iteration 51Q (143604.160000 sec): 3 clusters
  Score: Raw -336215.409785 + Penalty 2700.404932 = -333515.004853
  nChanged 12
		SP:Iteration 52Q (143604.340000 sec): 3 clusters
  Score: Raw -336218.620685 + Penalty 2700.404932 = -333518.215753
  nChanged 12
		SP:Iteration 53Q (143604.520000 sec): 3 clusters
  Score: Raw -336221.459149 + Penalty 2700.404932 = -333521.054217
  nChanged 8
		SP:Iteration 54Q (143604.690000 sec): 3 clusters
  Score: Raw -336223.581405 + Penalty 2700.404932 = -333523.176473
  nChanged 7
		SP:Iteration 55Q (143604.870000 sec): 3 clusters
  Score: Raw -336225.264705 + Penalty 2700.404932 = -333524.859773
  nChanged 6
		SP:Iteration 56Q (143605.040000 sec): 3 clusters
  Score: Raw -336226.373883 + Penalty 2700.404932 = -333525.968951
  nChanged 8
		SP:Iteration 57Q (143605.220000 sec): 3 clusters
  Score: Raw -336228.736346 + Penalty 2700.404932 = -333528.331413
  nChanged 11
		SP:Iteration 58Q (143605.390000 sec): 3 clusters
  Score: Raw -336231.537719 + Penalty 2700.404932 = -333531.132787
  nChanged 10
		SP:Iteration 59Q (143605.510000 sec): 3 clusters
  Score: Raw -336233.623221 + Penalty 2700.404932 = -333533.218288
  nChanged 9
		SP:Iteration 60F (143605.580000 sec): 3 clusters
  Score: Raw -336236.023721 + Penalty 2700.404932 = -333535.618789
  nChanged 6
		SP:Iteration 61Q (143605.660000 sec): 3 clusters
  Score: Raw -336237.913966 + Penalty 2700.404932 = -333537.509034
  nChanged 6
		SP:Iteration 62Q (143605.720000 sec): 3 clusters
  Score: Raw -336238.975114 + Penalty 2700.404932 = -333538.570182
  nChanged 3
		SP:Iteration 63Q (143605.800000 sec): 3 clusters
  Score: Raw -336239.593998 + Penalty 2700.404932 = -333539.189066
  nChanged 3
		SP:Iteration 64Q (143605.860000 sec): 3 clusters
  Score: Raw -336240.096252 + Penalty 2700.404932 = -333539.691319
  nChanged 5
		SP:Iteration 65Q (143605.940000 sec): 3 clusters
  Score: Raw -336241.371537 + Penalty 2700.404932 = -333540.966604
  nChanged 8
		SP:Iteration 66Q (143606.000000 sec): 3 clusters
  Score: Raw -336244.299973 + Penalty 2700.404932 = -333543.895040
  nChanged 5
		SP:Iteration 67Q (143606.080000 sec): 3 clusters
  Score: Raw -336245.223291 + Penalty 2700.404932 = -333544.818359
  nChanged 1
		SP:Iteration 68Q (143606.140000 sec): 3 clusters
  Score: Raw -336245.404650 + Penalty 2700.404932 = -333544.999718
  nChanged 3
		SP:Iteration 69Q (143606.220000 sec): 3 clusters
  Score: Raw -336245.892025 + Penalty 2700.404932 = -333545.487093
  nChanged 2
		SP:Iteration 70Q (143606.280000 sec): 3 clusters
  Score: Raw -336246.291888 + Penalty 2700.404932 = -333545.886956
  nChanged 2
		SP:Iteration 71Q (143606.360000 sec): 3 clusters
  Score: Raw -336246.787489 + Penalty 2700.404932 = -333546.382557
  nChanged 1
		SP:Iteration 72Q (143606.420000 sec): 3 clusters
  Score: Raw -336247.173970 + Penalty 2700.404932 = -333546.769038
  nChanged 0
		SP:Iteration 73F (143606.500000 sec): 3 clusters
  Score: Raw -336247.173970 + Penalty 2700.404932 = -333546.769038
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 98 (4797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143606.590000 sec): 2 clusters
  Score: Raw -462124.272162 + Penalty 1377.308725 = -460746.963437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143606.770000 sec): 3 clusters
  Score: Raw -459643.207258 + Penalty 2754.617450 = -456888.589807
  nChanged 1916
		SP:Iteration 1F (143606.940000 sec): 3 clusters
  Score: Raw -460698.502161 + Penalty 2754.617450 = -457943.884710
  nChanged 377
		SP:Iteration 2F (143607.120000 sec): 3 clusters
  Score: Raw -460945.052505 + Penalty 2754.617450 = -458190.435055
  nChanged 317
		SP:Iteration 3F (143607.300000 sec): 3 clusters
  Score: Raw -461185.083290 + Penalty 2754.617450 = -458430.465839
  nChanged 293
		SP:Iteration 4F (143607.470000 sec): 3 clusters
  Score: Raw -461396.109768 + Penalty 2754.617450 = -458641.492317
  nChanged 277
		SP:Iteration 5F (143607.650000 sec): 3 clusters
  Score: Raw -461579.995641 + Penalty 2754.617450 = -458825.378190
  nChanged 205
		SP:Iteration 6Q (143607.820000 sec): 3 clusters
  Score: Raw -461723.160506 + Penalty 2754.617450 = -458968.543056
  nChanged 178
		SP:Iteration 7Q (143608.000000 sec): 3 clusters
  Score: Raw -461831.935784 + Penalty 2754.617450 = -459077.318333
  nChanged 148
		SP:Iteration 8Q (143608.180000 sec): 3 clusters
  Score: Raw -461922.286094 + Penalty 2754.617450 = -459167.668643
  nChanged 129
		SP:Iteration 9Q (143608.350000 sec): 3 clusters
  Score: Raw -462000.572146 + Penalty 2754.617450 = -459245.954695
  nChanged 95
		SP:Iteration 10Q (143608.530000 sec): 3 clusters
  Score: Raw -462052.105300 + Penalty 2754.617450 = -459297.487850
  nChanged 74
		SP:Iteration 11Q (143608.750000 sec): 3 clusters
  Score: Raw -462089.181841 + Penalty 2754.617450 = -459334.564391
  nChanged 60
		SP:Iteration 12Q (143608.890000 sec): 3 clusters
  Score: Raw -462121.926549 + Penalty 2754.617450 = -459367.309099
  nChanged 54
		SP:Iteration 13Q (143609.110000 sec): 3 clusters
  Score: Raw -462151.652460 + Penalty 2754.617450 = -459397.035010
  nChanged 45
		SP:Iteration 14Q (143609.250000 sec): 3 clusters
  Score: Raw -462174.336289 + Penalty 2754.617450 = -459419.718838
  nChanged 32
		SP:Iteration 15Q (143609.470000 sec): 3 clusters
  Score: Raw -462191.610791 + Penalty 2754.617450 = -459436.993340
  nChanged 32
		SP:Iteration 16Q (143609.610000 sec): 3 clusters
  Score: Raw -462208.585043 + Penalty 2754.617450 = -459453.967593
  nChanged 32
		SP:Iteration 17Q (143609.840000 sec): 3 clusters
  Score: Raw -462228.687145 + Penalty 2754.617450 = -459474.069695
  nChanged 27
		SP:Iteration 18Q (143609.980000 sec): 3 clusters
  Score: Raw -462245.246445 + Penalty 2754.617450 = -459490.628995
  nChanged 24
		SP:Iteration 19Q (143610.210000 sec): 3 clusters
  Score: Raw -462260.363590 + Penalty 2754.617450 = -459505.746139
  nChanged 19
		SP:Iteration 20F (143610.350000 sec): 3 clusters
  Score: Raw -462270.875475 + Penalty 2754.617450 = -459516.258024
  nChanged 18
		SP:Iteration 21Q (143610.590000 sec): 3 clusters
  Score: Raw -462280.306872 + Penalty 2754.617450 = -459525.689422
  nChanged 13
		SP:Iteration 22Q (143610.740000 sec): 3 clusters
  Score: Raw -462287.603671 + Penalty 2754.617450 = -459532.986220
  nChanged 8
		SP:Iteration 23Q (143610.920000 sec): 3 clusters
  Score: Raw -462292.157444 + Penalty 2754.617450 = -459537.539993
  nChanged 9
		SP:Iteration 24Q (143611.090000 sec): 3 clusters
  Score: Raw -462297.666682 + Penalty 2754.617450 = -459543.049231
  nChanged 7
		SP:Iteration 25Q (143611.270000 sec): 3 clusters
  Score: Raw -462301.432313 + Penalty 2754.617450 = -459546.814863
  nChanged 4
		SP:Iteration 26Q (143611.440000 sec): 3 clusters
  Score: Raw -462303.093909 + Penalty 2754.617450 = -459548.476458
  nChanged 3
		SP:Iteration 27Q (143611.620000 sec): 3 clusters
  Score: Raw -462304.276969 + Penalty 2754.617450 = -459549.659518
  nChanged 4
		SP:Iteration 28Q (143611.800000 sec): 3 clusters
  Score: Raw -462306.255430 + Penalty 2754.617450 = -459551.637979
  nChanged 3
		SP:Iteration 29Q (143611.970000 sec): 3 clusters
  Score: Raw -462307.974461 + Penalty 2754.617450 = -459553.357010
  nChanged 3
		SP:Iteration 30Q (143612.140000 sec): 3 clusters
  Score: Raw -462309.094638 + Penalty 2754.617450 = -459554.477187
  nChanged 4
		SP:Iteration 31Q (143612.320000 sec): 3 clusters
  Score: Raw -462311.204911 + Penalty 2754.617450 = -459556.587460
  nChanged 3
		SP:Iteration 32Q (143612.500000 sec): 3 clusters
  Score: Raw -462313.631399 + Penalty 2754.617450 = -459559.013948
  nChanged 5
		SP:Iteration 33Q (143612.670000 sec): 3 clusters
  Score: Raw -462316.025436 + Penalty 2754.617450 = -459561.407986
  nChanged 5
		SP:Iteration 34Q (143612.840000 sec): 3 clusters
  Score: Raw -462319.267046 + Penalty 2754.617450 = -459564.649595
  nChanged 3
		SP:Iteration 35Q (143613.000000 sec): 3 clusters
  Score: Raw -462321.744481 + Penalty 2754.617450 = -459567.127031
  nChanged 1
		SP:Iteration 36Q (143613.170000 sec): 3 clusters
  Score: Raw -462322.875523 + Penalty 2754.617450 = -459568.258073
  nChanged 2
		SP:Iteration 37Q (143613.390000 sec): 3 clusters
  Score: Raw -462324.694682 + Penalty 2754.617450 = -459570.077232
  nChanged 4
		SP:Iteration 38Q (143613.560000 sec): 3 clusters
  Score: Raw -462327.675716 + Penalty 2754.617450 = -459573.058265
  nChanged 4
		SP:Iteration 39Q (143613.740000 sec): 3 clusters
  Score: Raw -462329.949850 + Penalty 2754.617450 = -459575.332400
  nChanged 3
		SP:Iteration 40F (143613.920000 sec): 3 clusters
  Score: Raw -462331.255595 + Penalty 2754.617450 = -459576.638144
  nChanged 1
		SP:Iteration 41Q (143614.090000 sec): 3 clusters
  Score: Raw -462331.870652 + Penalty 2754.617450 = -459577.253201
  nChanged 0
		SP:Iteration 42F (143614.270000 sec): 3 clusters
  Score: Raw -462331.870652 + Penalty 2754.617450 = -459577.253201
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 99 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143614.350000 sec): 2 clusters
  Score: Raw -100665.683358 + Penalty 1144.371503 = -99521.311855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143614.520000 sec): 3 clusters
  Score: Raw -100275.928129 + Penalty 2288.743006 = -97987.185123
  nChanged 340
		SP:Iteration 1F (143614.700000 sec): 3 clusters
  Score: Raw -100593.821348 + Penalty 2288.743006 = -98305.078342
  nChanged 95
		SP:Iteration 2F (143614.880000 sec): 3 clusters
  Score: Raw -100695.127471 + Penalty 2288.743006 = -98406.384465
  nChanged 51
		SP:Iteration 3Q (143615.050000 sec): 3 clusters
  Score: Raw -100747.763411 + Penalty 2288.743006 = -98459.020405
  nChanged 31
		SP:Iteration 4Q (143615.230000 sec): 3 clusters
  Score: Raw -100777.341044 + Penalty 2288.743006 = -98488.598039
  nChanged 26
		SP:Iteration 5Q (143615.400000 sec): 3 clusters
  Score: Raw -100798.725128 + Penalty 2288.743006 = -98509.982122
  nChanged 12
		SP:Iteration 6Q (143615.580000 sec): 3 clusters
  Score: Raw -100806.297208 + Penalty 2288.743006 = -98517.554202
  nChanged 5
		SP:Iteration 7Q (143615.760000 sec): 3 clusters
  Score: Raw -100808.793466 + Penalty 2288.743006 = -98520.050460
  nChanged 5
		SP:Iteration 8Q (143615.930000 sec): 3 clusters
  Score: Raw -100811.923942 + Penalty 2288.743006 = -98523.180936
  nChanged 2
		SP:Iteration 9Q (143616.100000 sec): 3 clusters
  Score: Raw -100812.431522 + Penalty 2288.743006 = -98523.688516
  nChanged 2
		SP:Iteration 10Q (143616.280000 sec): 3 clusters
  Score: Raw -100813.593256 + Penalty 2288.743006 = -98524.850250
  nChanged 4
		SP:Iteration 11Q (143616.460000 sec): 3 clusters
  Score: Raw -100816.311902 + Penalty 2288.743006 = -98527.568896
  nChanged 4
		SP:Iteration 12Q (143616.630000 sec): 3 clusters
  Score: Raw -100819.284793 + Penalty 2288.743006 = -98530.541787
  nChanged 0
		SP:Iteration 13F (143616.850000 sec): 3 clusters
  Score: Raw -100819.284793 + Penalty 2288.743006 = -98530.541787
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 100 (6216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143616.900000 sec): 2 clusters
  Score: Raw -531706.599172 + Penalty 1419.418307 = -530287.180865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143617.120000 sec): 3 clusters
  Score: Raw -528395.570624 + Penalty 2838.836615 = -525556.734009
  nChanged 2552
		SP:Iteration 1F (143617.330000 sec): 3 clusters
  Score: Raw -530007.218378 + Penalty 2838.836615 = -527168.381763
  nChanged 520
		SP:Iteration 2F (143617.540000 sec): 3 clusters
  Score: Raw -530356.752657 + Penalty 2838.836615 = -527517.916042
  nChanged 400
		SP:Iteration 3F (143617.750000 sec): 3 clusters
  Score: Raw -530609.074638 + Penalty 2838.836615 = -527770.238023
  nChanged 336
		SP:Iteration 4F (143617.960000 sec): 3 clusters
  Score: Raw -530839.893139 + Penalty 2838.836615 = -528001.056524
  nChanged 317
		SP:Iteration 5F (143618.150000 sec): 3 clusters
  Score: Raw -531048.193327 + Penalty 2838.836615 = -528209.356712
  nChanged 288
		SP:Iteration 6Q (143618.260000 sec): 3 clusters
  Score: Raw -531238.778030 + Penalty 2838.836615 = -528399.941415
  nChanged 261
		SP:Iteration 7Q (143618.360000 sec): 3 clusters
  Score: Raw -531394.793433 + Penalty 2838.836615 = -528555.956818
  nChanged 215
		SP:Iteration 8Q (143618.590000 sec): 3 clusters
  Score: Raw -531516.492705 + Penalty 2838.836615 = -528677.656090
  nChanged 181
		SP:Iteration 9Q (143618.720000 sec): 3 clusters
  Score: Raw -531606.592867 + Penalty 2838.836615 = -528767.756252
  nChanged 176
		SP:Iteration 10Q (143618.940000 sec): 3 clusters
  Score: Raw -531694.199491 + Penalty 2838.836615 = -528855.362876
  nChanged 139
		SP:Iteration 11Q (143619.150000 sec): 3 clusters
  Score: Raw -531756.694689 + Penalty 2838.836615 = -528917.858074
  nChanged 112
		SP:Iteration 12Q (143619.360000 sec): 3 clusters
  Score: Raw -531797.928411 + Penalty 2838.836615 = -528959.091796
  nChanged 88
		SP:Iteration 13Q (143619.560000 sec): 3 clusters
  Score: Raw -531828.301626 + Penalty 2838.836615 = -528989.465011
  nChanged 80
		SP:Iteration 14Q (143619.770000 sec): 3 clusters
  Score: Raw -531865.821704 + Penalty 2838.836615 = -529026.985089
  nChanged 86
		SP:Iteration 15Q (143619.980000 sec): 3 clusters
  Score: Raw -531904.335384 + Penalty 2838.836615 = -529065.498770
  nChanged 75
		SP:Iteration 16Q (143620.190000 sec): 3 clusters
  Score: Raw -531933.850537 + Penalty 2838.836615 = -529095.013922
  nChanged 70
		SP:Iteration 17Q (143620.400000 sec): 3 clusters
  Score: Raw -531960.794882 + Penalty 2838.836615 = -529121.958267
  nChanged 69
		SP:Iteration 18Q (143620.630000 sec): 3 clusters
  Score: Raw -531985.324454 + Penalty 2838.836615 = -529146.487839
  nChanged 59
		SP:Iteration 19Q (143620.740000 sec): 3 clusters
  Score: Raw -532005.371837 + Penalty 2838.836615 = -529166.535222
  nChanged 45
		SP:Iteration 20F (143620.850000 sec): 3 clusters
  Score: Raw -532022.648427 + Penalty 2838.836615 = -529183.811812
  nChanged 44
		SP:Iteration 21Q (143620.950000 sec): 3 clusters
  Score: Raw -532042.248574 + Penalty 2838.836615 = -529203.411959
  nChanged 51
		SP:Iteration 22Q (143621.060000 sec): 3 clusters
  Score: Raw -532066.452931 + Penalty 2838.836615 = -529227.616316
  nChanged 54
		SP:Iteration 23Q (143621.170000 sec): 3 clusters
  Score: Raw -532096.835366 + Penalty 2838.836615 = -529257.998751
  nChanged 57
		SP:Iteration 24Q (143621.280000 sec): 3 clusters
  Score: Raw -532124.194381 + Penalty 2838.836615 = -529285.357766
  nChanged 63
		SP:Iteration 25Q (143621.390000 sec): 3 clusters
  Score: Raw -532152.996921 + Penalty 2838.836615 = -529314.160306
  nChanged 61
		SP:Iteration 26Q (143621.500000 sec): 3 clusters
  Score: Raw -532178.773171 + Penalty 2838.836615 = -529339.936556
  nChanged 49
		SP:Iteration 27Q (143621.610000 sec): 3 clusters
  Score: Raw -532197.648251 + Penalty 2838.836615 = -529358.811636
  nChanged 46
		SP:Iteration 28Q (143621.710000 sec): 3 clusters
  Score: Raw -532215.821437 + Penalty 2838.836615 = -529376.984822
  nChanged 41
		SP:Iteration 29Q (143621.930000 sec): 3 clusters
  Score: Raw -532226.835959 + Penalty 2838.836615 = -529387.999344
  nChanged 47
		SP:Iteration 30Q (143622.070000 sec): 3 clusters
  Score: Raw -532240.104537 + Penalty 2838.836615 = -529401.267922
  nChanged 36
		SP:Iteration 31Q (143622.280000 sec): 3 clusters
  Score: Raw -532253.290946 + Penalty 2838.836615 = -529414.454331
  nChanged 32
		SP:Iteration 32Q (143622.490000 sec): 3 clusters
  Score: Raw -532264.049310 + Penalty 2838.836615 = -529425.212695
  nChanged 30
		SP:Iteration 33Q (143622.700000 sec): 3 clusters
  Score: Raw -532273.278432 + Penalty 2838.836615 = -529434.441817
  nChanged 25
		SP:Iteration 34Q (143622.910000 sec): 3 clusters
  Score: Raw -532280.816072 + Penalty 2838.836615 = -529441.979457
  nChanged 29
		SP:Iteration 35Q (143623.120000 sec): 3 clusters
  Score: Raw -532289.028041 + Penalty 2838.836615 = -529450.191426
  nChanged 23
		SP:Iteration 36Q (143623.330000 sec): 3 clusters
  Score: Raw -532298.300069 + Penalty 2838.836615 = -529459.463454
  nChanged 24
		SP:Iteration 37Q (143623.540000 sec): 3 clusters
  Score: Raw -532306.659264 + Penalty 2838.836615 = -529467.822649
  nChanged 25
		SP:Iteration 38Q (143623.750000 sec): 3 clusters
  Score: Raw -532314.274433 + Penalty 2838.836615 = -529475.437818
  nChanged 26
		SP:Iteration 39Q (143623.950000 sec): 3 clusters
  Score: Raw -532321.632919 + Penalty 2838.836615 = -529482.796304
  nChanged 21
		SP:Iteration 40F (143624.170000 sec): 3 clusters
  Score: Raw -532330.661597 + Penalty 2838.836615 = -529491.824982
  nChanged 21
		SP:Iteration 41Q (143624.380000 sec): 3 clusters
  Score: Raw -532337.931131 + Penalty 2838.836615 = -529499.094516
  nChanged 16
		SP:Iteration 42Q (143624.590000 sec): 3 clusters
  Score: Raw -532342.169658 + Penalty 2838.836615 = -529503.333043
  nChanged 22
		SP:Iteration 43Q (143624.790000 sec): 3 clusters
  Score: Raw -532348.370603 + Penalty 2838.836615 = -529509.533988
  nChanged 30
		SP:Iteration 44Q (143625.010000 sec): 3 clusters
  Score: Raw -532358.921058 + Penalty 2838.836615 = -529520.084443
  nChanged 27
		SP:Iteration 45Q (143625.210000 sec): 3 clusters
  Score: Raw -532366.827448 + Penalty 2838.836615 = -529527.990833
  nChanged 30
		SP:Iteration 46Q (143625.430000 sec): 3 clusters
  Score: Raw -532375.447593 + Penalty 2838.836615 = -529536.610978
  nChanged 30
		SP:Iteration 47Q (143625.630000 sec): 3 clusters
  Score: Raw -532383.476954 + Penalty 2838.836615 = -529544.640339
  nChanged 27
		SP:Iteration 48Q (143625.850000 sec): 3 clusters
  Score: Raw -532390.219982 + Penalty 2838.836615 = -529551.383367
  nChanged 21
		SP:Iteration 49Q (143626.050000 sec): 3 clusters
  Score: Raw -532395.032262 + Penalty 2838.836615 = -529556.195647
  nChanged 17
		SP:Iteration 50Q (143626.260000 sec): 3 clusters
  Score: Raw -532399.215333 + Penalty 2838.836615 = -529560.378718
  nChanged 16
		SP:Iteration 51Q (143626.470000 sec): 3 clusters
  Score: Raw -532401.756084 + Penalty 2838.836615 = -529562.919469
  nChanged 11
		SP:Iteration 52Q (143626.680000 sec): 3 clusters
  Score: Raw -532403.205515 + Penalty 2838.836615 = -529564.368900
  nChanged 10
		SP:Iteration 53Q (143626.890000 sec): 3 clusters
  Score: Raw -532405.022307 + Penalty 2838.836615 = -529566.185692
  nChanged 6
		SP:Iteration 54Q (143627.130000 sec): 3 clusters
  Score: Raw -532406.448511 + Penalty 2838.836615 = -529567.611896
  nChanged 4
		SP:Iteration 55Q (143627.310000 sec): 3 clusters
  Score: Raw -532407.157662 + Penalty 2838.836615 = -529568.321047
  nChanged 2
		SP:Iteration 56Q (143627.520000 sec): 3 clusters
  Score: Raw -532407.339353 + Penalty 2838.836615 = -529568.502738
  nChanged 2
		SP:Iteration 57Q (143627.730000 sec): 3 clusters
  Score: Raw -532407.762300 + Penalty 2838.836615 = -529568.925685
  nChanged 3
		SP:Iteration 58Q (143627.940000 sec): 3 clusters
  Score: Raw -532408.337819 + Penalty 2838.836615 = -529569.501204
  nChanged 3
		SP:Iteration 59Q (143628.150000 sec): 3 clusters
  Score: Raw -532408.578822 + Penalty 2838.836615 = -529569.742207
  nChanged 1
		SP:Iteration 60F (143628.360000 sec): 3 clusters
  Score: Raw -532408.767162 + Penalty 2838.836615 = -529569.930547
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 101 (1374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143628.470000 sec): 2 clusters
  Score: Raw -133910.678111 + Penalty 1174.140739 = -132736.537372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143628.650000 sec): 3 clusters
  Score: Raw -133409.709763 + Penalty 2348.281479 = -131061.428284
  nChanged 438
		SP:Iteration 1F (143628.820000 sec): 3 clusters
  Score: Raw -133787.586045 + Penalty 2348.281479 = -131439.304566
  nChanged 124
		SP:Iteration 2F (143629.000000 sec): 3 clusters
  Score: Raw -133902.186675 + Penalty 2348.281479 = -131553.905196
  nChanged 58
		SP:Iteration 3Q (143629.170000 sec): 3 clusters
  Score: Raw -133958.609297 + Penalty 2348.281479 = -131610.327819
  nChanged 43
		SP:Iteration 4Q (143629.350000 sec): 3 clusters
  Score: Raw -133996.356412 + Penalty 2348.281479 = -131648.074933
  nChanged 26
		SP:Iteration 5Q (143629.530000 sec): 3 clusters
  Score: Raw -134017.341308 + Penalty 2348.281479 = -131669.059829
  nChanged 23
		SP:Iteration 6Q (143629.700000 sec): 3 clusters
  Score: Raw -134036.552301 + Penalty 2348.281479 = -131688.270822
  nChanged 15
		SP:Iteration 7Q (143629.880000 sec): 3 clusters
  Score: Raw -134046.633009 + Penalty 2348.281479 = -131698.351531
  nChanged 17
		SP:Iteration 8Q (143630.060000 sec): 3 clusters
  Score: Raw -134059.929169 + Penalty 2348.281479 = -131711.647690
  nChanged 15
		SP:Iteration 9Q (143630.230000 sec): 3 clusters
  Score: Raw -134069.417997 + Penalty 2348.281479 = -131721.136518
  nChanged 12
		SP:Iteration 10Q (143630.410000 sec): 3 clusters
  Score: Raw -134077.022429 + Penalty 2348.281479 = -131728.740950
  nChanged 10
		SP:Iteration 11Q (143630.580000 sec): 3 clusters
  Score: Raw -134084.294513 + Penalty 2348.281479 = -131736.013035
  nChanged 8
		SP:Iteration 12Q (143630.760000 sec): 3 clusters
  Score: Raw -134089.768246 + Penalty 2348.281479 = -131741.486767
  nChanged 8
		SP:Iteration 13Q (143630.940000 sec): 3 clusters
  Score: Raw -134097.447564 + Penalty 2348.281479 = -131749.166085
  nChanged 15
		SP:Iteration 14Q (143631.110000 sec): 3 clusters
  Score: Raw -134111.304797 + Penalty 2348.281479 = -131763.023318
  nChanged 9
		SP:Iteration 15Q (143631.290000 sec): 3 clusters
  Score: Raw -134116.640038 + Penalty 2348.281479 = -131768.358559
  nChanged 9
		SP:Iteration 16Q (143631.460000 sec): 3 clusters
  Score: Raw -134120.782718 + Penalty 2348.281479 = -131772.501239
  nChanged 4
		SP:Iteration 17Q (143631.640000 sec): 3 clusters
  Score: Raw -134123.100586 + Penalty 2348.281479 = -131774.819107
  nChanged 4
		SP:Iteration 18Q (143631.820000 sec): 3 clusters
  Score: Raw -134126.169543 + Penalty 2348.281479 = -131777.888064
  nChanged 5
		SP:Iteration 19Q (143631.990000 sec): 3 clusters
  Score: Raw -134129.018989 + Penalty 2348.281479 = -131780.737511
  nChanged 5
		SP:Iteration 20F (143632.170000 sec): 3 clusters
  Score: Raw -134131.378827 + Penalty 2348.281479 = -131783.097348
  nChanged 2
		SP:Iteration 21Q (143632.340000 sec): 3 clusters
  Score: Raw -134132.207591 + Penalty 2348.281479 = -131783.926113
  nChanged 1
		SP:Iteration 22Q (143632.520000 sec): 3 clusters
  Score: Raw -134133.040414 + Penalty 2348.281479 = -131784.758935
  nChanged 3
		SP:Iteration 23Q (143632.700000 sec): 3 clusters
  Score: Raw -134134.376203 + Penalty 2348.281479 = -131786.094725
  nChanged 2
		SP:Iteration 24Q (143632.870000 sec): 3 clusters
  Score: Raw -134135.428975 + Penalty 2348.281479 = -131787.147496
  nChanged 0
		SP:Iteration 25F (143633.050000 sec): 3 clusters
  Score: Raw -134135.428975 + Penalty 2348.281479 = -131787.147496
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 102 (1793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143633.130000 sec): 2 clusters
  Score: Raw -142839.219866 + Penalty 1217.392389 = -141621.827477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143633.300000 sec): 3 clusters
  Score: Raw -142090.127315 + Penalty 2434.784779 = -139655.342536
  nChanged 641
		SP:Iteration 1F (143633.480000 sec): 3 clusters
  Score: Raw -142623.556442 + Penalty 2434.784779 = -140188.771663
  nChanged 168
		SP:Iteration 2F (143633.660000 sec): 3 clusters
  Score: Raw -142839.597679 + Penalty 2434.784779 = -140404.812900
  nChanged 128
		SP:Iteration 3F (143633.830000 sec): 3 clusters
  Score: Raw -142976.334610 + Penalty 2434.784779 = -140541.549831
  nChanged 91
		SP:Iteration 4F (143634.010000 sec): 3 clusters
  Score: Raw -143042.585586 + Penalty 2434.784779 = -140607.800807
  nChanged 56
		SP:Iteration 5Q (143634.180000 sec): 3 clusters
  Score: Raw -143078.682136 + Penalty 2434.784779 = -140643.897357
  nChanged 33
		SP:Iteration 6Q (143634.360000 sec): 3 clusters
  Score: Raw -143099.848190 + Penalty 2434.784779 = -140665.063411
  nChanged 25
		SP:Iteration 7Q (143634.540000 sec): 3 clusters
  Score: Raw -143119.430218 + Penalty 2434.784779 = -140684.645439
  nChanged 17
		SP:Iteration 8Q (143634.710000 sec): 3 clusters
  Score: Raw -143132.439510 + Penalty 2434.784779 = -140697.654731
  nChanged 19
		SP:Iteration 9Q (143634.890000 sec): 3 clusters
  Score: Raw -143144.235234 + Penalty 2434.784779 = -140709.450455
  nChanged 15
		SP:Iteration 10Q (143635.060000 sec): 3 clusters
  Score: Raw -143150.358763 + Penalty 2434.784779 = -140715.573984
  nChanged 1
		SP:Iteration 11Q (143635.240000 sec): 3 clusters
  Score: Raw -143150.824443 + Penalty 2434.784779 = -140716.039664
  nChanged 1
		SP:Iteration 12Q (143635.420000 sec): 3 clusters
  Score: Raw -143151.627948 + Penalty 2434.784779 = -140716.843169
  nChanged 2
		SP:Iteration 13Q (143635.590000 sec): 3 clusters
  Score: Raw -143152.599650 + Penalty 2434.784779 = -140717.814871
  nChanged 4
		SP:Iteration 14Q (143635.760000 sec): 3 clusters
  Score: Raw -143153.910038 + Penalty 2434.784779 = -140719.125259
  nChanged 7
		SP:Iteration 15Q (143635.940000 sec): 3 clusters
  Score: Raw -143158.506828 + Penalty 2434.784779 = -140723.722049
  nChanged 5
		SP:Iteration 16Q (143636.120000 sec): 3 clusters
  Score: Raw -143162.534262 + Penalty 2434.784779 = -140727.749483
  nChanged 9
		SP:Iteration 17Q (143636.290000 sec): 3 clusters
  Score: Raw -143169.522765 + Penalty 2434.784779 = -140734.737986
  nChanged 10
		SP:Iteration 18Q (143636.470000 sec): 3 clusters
  Score: Raw -143174.929118 + Penalty 2434.784779 = -140740.144339
  nChanged 10
		SP:Iteration 19Q (143636.640000 sec): 3 clusters
  Score: Raw -143181.156718 + Penalty 2434.784779 = -140746.371939
  nChanged 14
		SP:Iteration 20F (143636.820000 sec): 3 clusters
  Score: Raw -143190.040581 + Penalty 2434.784779 = -140755.255802
  nChanged 14
		SP:Iteration 21Q (143637.000000 sec): 3 clusters
  Score: Raw -143198.592364 + Penalty 2434.784779 = -140763.807585
  nChanged 13
		SP:Iteration 22Q (143637.170000 sec): 3 clusters
  Score: Raw -143211.199908 + Penalty 2434.784779 = -140776.415129
  nChanged 19
		SP:Iteration 23Q (143637.350000 sec): 3 clusters
  Score: Raw -143225.525426 + Penalty 2434.784779 = -140790.740647
  nChanged 15
		SP:Iteration 24Q (143637.520000 sec): 3 clusters
  Score: Raw -143235.838083 + Penalty 2434.784779 = -140801.053304
  nChanged 18
		SP:Iteration 25Q (143637.700000 sec): 3 clusters
  Score: Raw -143248.421708 + Penalty 2434.784779 = -140813.636929
  nChanged 18
		SP:Iteration 26Q (143637.880000 sec): 3 clusters
  Score: Raw -143261.495543 + Penalty 2434.784779 = -140826.710764
  nChanged 9
		SP:Iteration 27Q (143638.050000 sec): 3 clusters
  Score: Raw -143268.292989 + Penalty 2434.784779 = -140833.508210
  nChanged 11
		SP:Iteration 28Q (143638.230000 sec): 3 clusters
  Score: Raw -143278.318069 + Penalty 2434.784779 = -140843.533290
  nChanged 13
		SP:Iteration 29Q (143638.400000 sec): 3 clusters
  Score: Raw -143289.818946 + Penalty 2434.784779 = -140855.034167
  nChanged 12
		SP:Iteration 30Q (143638.580000 sec): 3 clusters
  Score: Raw -143298.493993 + Penalty 2434.784779 = -140863.709214
  nChanged 8
		SP:Iteration 31Q (143638.760000 sec): 3 clusters
  Score: Raw -143303.344136 + Penalty 2434.784779 = -140868.559357
  nChanged 4
		SP:Iteration 32Q (143638.930000 sec): 3 clusters
  Score: Raw -143305.726397 + Penalty 2434.784779 = -140870.941618
  nChanged 9
		SP:Iteration 33Q (143639.110000 sec): 3 clusters
  Score: Raw -143310.438477 + Penalty 2434.784779 = -140875.653698
  nChanged 10
		SP:Iteration 34Q (143639.280000 sec): 3 clusters
  Score: Raw -143317.276667 + Penalty 2434.784779 = -140882.491888
  nChanged 10
		SP:Iteration 35Q (143639.460000 sec): 3 clusters
  Score: Raw -143325.678135 + Penalty 2434.784779 = -140890.893357
  nChanged 8
		SP:Iteration 36Q (143639.550000 sec): 3 clusters
  Score: Raw -143330.922281 + Penalty 2434.784779 = -140896.137502
  nChanged 4
		SP:Iteration 37Q (143639.580000 sec): 3 clusters
  Score: Raw -143334.846511 + Penalty 2434.784779 = -140900.061732
  nChanged 3
		SP:Iteration 38Q (143639.630000 sec): 3 clusters
  Score: Raw -143337.699782 + Penalty 2434.784779 = -140902.915003
  nChanged 1
		SP:Iteration 39Q (143639.660000 sec): 3 clusters
  Score: Raw -143338.182612 + Penalty 2434.784779 = -140903.397833
  nChanged 0
		SP:Iteration 40F (143639.820000 sec): 3 clusters
  Score: Raw -143338.182612 + Penalty 2434.784779 = -140903.397833
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 103 (3842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143639.910000 sec): 2 clusters
  Score: Raw -278203.646687 + Penalty 1341.234106 = -276862.412581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143640.090000 sec): 3 clusters
  Score: Raw -276364.794465 + Penalty 2682.468212 = -273682.326253
  nChanged 1462
		SP:Iteration 1F (143640.260000 sec): 3 clusters
  Score: Raw -277390.510971 + Penalty 2682.468212 = -274708.042760
  nChanged 350
		SP:Iteration 2F (143640.440000 sec): 3 clusters
  Score: Raw -277731.227554 + Penalty 2682.468212 = -275048.759343
  nChanged 263
		SP:Iteration 3F (143640.620000 sec): 3 clusters
  Score: Raw -277924.974342 + Penalty 2682.468212 = -275242.506130
  nChanged 194
		SP:Iteration 4F (143640.790000 sec): 3 clusters
  Score: Raw -278070.801554 + Penalty 2682.468212 = -275388.333342
  nChanged 158
		SP:Iteration 5Q (143640.960000 sec): 3 clusters
  Score: Raw -278183.283571 + Penalty 2682.468212 = -275500.815359
  nChanged 128
		SP:Iteration 6Q (143641.140000 sec): 3 clusters
  Score: Raw -278273.534882 + Penalty 2682.468212 = -275591.066671
  nChanged 127
		SP:Iteration 7Q (143641.320000 sec): 3 clusters
  Score: Raw -278370.758987 + Penalty 2682.468212 = -275688.290775
  nChanged 114
		SP:Iteration 8Q (143641.490000 sec): 3 clusters
  Score: Raw -278443.999466 + Penalty 2682.468212 = -275761.531254
  nChanged 99
		SP:Iteration 9Q (143641.670000 sec): 3 clusters
  Score: Raw -278505.083727 + Penalty 2682.468212 = -275822.615516
  nChanged 75
		SP:Iteration 10Q (143641.840000 sec): 3 clusters
  Score: Raw -278542.982417 + Penalty 2682.468212 = -275860.514205
  nChanged 48
		SP:Iteration 11Q (143642.020000 sec): 3 clusters
  Score: Raw -278561.668434 + Penalty 2682.468212 = -275879.200223
  nChanged 28
		SP:Iteration 12Q (143642.200000 sec): 3 clusters
  Score: Raw -278575.594518 + Penalty 2682.468212 = -275893.126306
  nChanged 29
		SP:Iteration 13Q (143642.370000 sec): 3 clusters
  Score: Raw -278594.479629 + Penalty 2682.468212 = -275912.011418
  nChanged 33
		SP:Iteration 14Q (143642.550000 sec): 3 clusters
  Score: Raw -278608.269931 + Penalty 2682.468212 = -275925.801719
  nChanged 36
		SP:Iteration 15Q (143642.720000 sec): 3 clusters
  Score: Raw -278622.005241 + Penalty 2682.468212 = -275939.537030
  nChanged 24
		SP:Iteration 16Q (143642.900000 sec): 3 clusters
  Score: Raw -278628.532973 + Penalty 2682.468212 = -275946.064761
  nChanged 10
		SP:Iteration 17Q (143642.980000 sec): 3 clusters
  Score: Raw -278631.300898 + Penalty 2682.468212 = -275948.832686
  nChanged 3
		SP:Iteration 18Q (143643.040000 sec): 3 clusters
  Score: Raw -278631.877931 + Penalty 2682.468212 = -275949.409720
  nChanged 2
		SP:Iteration 19Q (143643.110000 sec): 3 clusters
  Score: Raw -278632.870480 + Penalty 2682.468212 = -275950.402269
  nChanged 5
		SP:Iteration 20F (143643.180000 sec): 3 clusters
  Score: Raw -278634.071877 + Penalty 2682.468212 = -275951.603666
  nChanged 2
		SP:Iteration 21Q (143643.250000 sec): 3 clusters
  Score: Raw -278634.827565 + Penalty 2682.468212 = -275952.359353
  nChanged 2
		SP:Iteration 22Q (143643.320000 sec): 3 clusters
  Score: Raw -278635.386561 + Penalty 2682.468212 = -275952.918349
  nChanged 2
		SP:Iteration 23Q (143643.390000 sec): 3 clusters
  Score: Raw -278635.688048 + Penalty 2682.468212 = -275953.219837
  nChanged 3
		SP:Iteration 24Q (143643.460000 sec): 3 clusters
  Score: Raw -278636.128715 + Penalty 2682.468212 = -275953.660503
  nChanged 1
		SP:Iteration 25Q (143643.530000 sec): 3 clusters
  Score: Raw -278636.378502 + Penalty 2682.468212 = -275953.910290
  nChanged 0
		SP:Iteration 26F (143643.600000 sec): 3 clusters
  Score: Raw -278636.378502 + Penalty 2682.468212 = -275953.910290
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 104 (8601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143643.790000 sec): 2 clusters
  Score: Raw -815446.112438 + Penalty 1472.190485 = -813973.921953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143643.890000 sec): 3 clusters
  Score: Raw -810624.749699 + Penalty 2944.380970 = -807680.368729
  nChanged 3675
		SP:Iteration 1F (143644.040000 sec): 3 clusters
  Score: Raw -812655.035823 + Penalty 2944.380970 = -809710.654852
  nChanged 583
		SP:Iteration 2F (143644.170000 sec): 3 clusters
  Score: Raw -812951.452146 + Penalty 2944.380970 = -810007.071176
  nChanged 511
		SP:Iteration 3F (143644.290000 sec): 3 clusters
  Score: Raw -813220.471160 + Penalty 2944.380970 = -810276.090190
  nChanged 520
		SP:Iteration 4F (143644.410000 sec): 3 clusters
  Score: Raw -813528.332946 + Penalty 2944.380970 = -810583.951976
  nChanged 494
		SP:Iteration 5F (143644.610000 sec): 3 clusters
  Score: Raw -813864.578102 + Penalty 2944.380970 = -810920.197132
  nChanged 462
		SP:Iteration 6F (143644.810000 sec): 3 clusters
  Score: Raw -814169.670605 + Penalty 2944.380970 = -811225.289635
  nChanged 417
		SP:Iteration 7Q (143644.940000 sec): 3 clusters
  Score: Raw -814462.672758 + Penalty 2944.380970 = -811518.291787
  nChanged 376
		SP:Iteration 8Q (143645.080000 sec): 3 clusters
  Score: Raw -814726.656555 + Penalty 2944.380970 = -811782.275585
  nChanged 283
		SP:Iteration 9Q (143645.200000 sec): 3 clusters
  Score: Raw -814927.809089 + Penalty 2944.380970 = -811983.428119
  nChanged 219
		SP:Iteration 10Q (143645.330000 sec): 3 clusters
  Score: Raw -815081.303096 + Penalty 2944.380970 = -812136.922126
  nChanged 189
		SP:Iteration 11Q (143645.460000 sec): 3 clusters
  Score: Raw -815220.785695 + Penalty 2944.380970 = -812276.404725
  nChanged 138
		SP:Iteration 12Q (143645.660000 sec): 3 clusters
  Score: Raw -815317.669403 + Penalty 2944.380970 = -812373.288433
  nChanged 93
		SP:Iteration 13Q (143645.850000 sec): 3 clusters
  Score: Raw -815391.607089 + Penalty 2944.380970 = -812447.226119
  nChanged 76
		SP:Iteration 14Q (143646.050000 sec): 3 clusters
  Score: Raw -815448.662753 + Penalty 2944.380970 = -812504.281783
  nChanged 49
		SP:Iteration 15Q (143646.240000 sec): 3 clusters
  Score: Raw -815486.646393 + Penalty 2944.380970 = -812542.265423
  nChanged 34
		SP:Iteration 16Q (143646.430000 sec): 3 clusters
  Score: Raw -815513.595853 + Penalty 2944.380970 = -812569.214882
  nChanged 33
		SP:Iteration 17Q (143646.630000 sec): 3 clusters
  Score: Raw -815539.464010 + Penalty 2944.380970 = -812595.083040
  nChanged 28
		SP:Iteration 18Q (143646.820000 sec): 3 clusters
  Score: Raw -815558.304088 + Penalty 2944.380970 = -812613.923118
  nChanged 18
		SP:Iteration 19Q (143647.010000 sec): 3 clusters
  Score: Raw -815570.641459 + Penalty 2944.380970 = -812626.260489
  nChanged 13
		SP:Iteration 20F (143647.210000 sec): 3 clusters
  Score: Raw -815581.556877 + Penalty 2944.380970 = -812637.175907
  nChanged 11
		SP:Iteration 21Q (143647.400000 sec): 3 clusters
  Score: Raw -815589.047578 + Penalty 2944.380970 = -812644.666607
  nChanged 15
		SP:Iteration 22Q (143647.600000 sec): 3 clusters
  Score: Raw -815599.545483 + Penalty 2944.380970 = -812655.164512
  nChanged 6
		SP:Iteration 23Q (143647.800000 sec): 3 clusters
  Score: Raw -815603.895583 + Penalty 2944.380970 = -812659.514613
  nChanged 7
		SP:Iteration 24Q (143647.990000 sec): 3 clusters
  Score: Raw -815607.762809 + Penalty 2944.380970 = -812663.381839
  nChanged 4
		SP:Iteration 25Q (143648.180000 sec): 3 clusters
  Score: Raw -815610.383810 + Penalty 2944.380970 = -812666.002839
  nChanged 2
		SP:Iteration 26Q (143648.380000 sec): 3 clusters
  Score: Raw -815612.088339 + Penalty 2944.380970 = -812667.707369
  nChanged 2
		SP:Iteration 27Q (143648.570000 sec): 3 clusters
  Score: Raw -815613.837496 + Penalty 2944.380970 = -812669.456526
  nChanged 2
		SP:Iteration 28Q (143648.760000 sec): 3 clusters
  Score: Raw -815615.265484 + Penalty 2944.380970 = -812670.884514
  nChanged 1
		SP:Iteration 29Q (143648.960000 sec): 3 clusters
  Score: Raw -815616.134722 + Penalty 2944.380970 = -812671.753752
  nChanged 1
		SP:Iteration 30Q (143649.140000 sec): 3 clusters
  Score: Raw -815617.203922 + Penalty 2944.380970 = -812672.822952
  nChanged 2
		SP:Iteration 31Q (143649.340000 sec): 3 clusters
  Score: Raw -815618.843307 + Penalty 2944.380970 = -812674.462337
  nChanged 3
		SP:Iteration 32Q (143649.530000 sec): 3 clusters
  Score: Raw -815621.069402 + Penalty 2944.380970 = -812676.688432
  nChanged 2
		SP:Iteration 33Q (143649.720000 sec): 3 clusters
  Score: Raw -815623.160531 + Penalty 2944.380970 = -812678.779561
  nChanged 1
		SP:Iteration 34Q (143649.920000 sec): 3 clusters
  Score: Raw -815623.887593 + Penalty 2944.380970 = -812679.506623
  nChanged 1
		SP:Iteration 35Q (143650.110000 sec): 3 clusters
  Score: Raw -815624.864857 + Penalty 2944.380970 = -812680.483886
  nChanged 1
		SP:Iteration 36Q (143650.300000 sec): 3 clusters
  Score: Raw -815625.400428 + Penalty 2944.380970 = -812681.019457
  nChanged 0
		SP:Iteration 37F (143650.540000 sec): 3 clusters
  Score: Raw -815625.400428 + Penalty 2944.380970 = -812681.019457
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 105 (3514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143650.660000 sec): 2 clusters
  Score: Raw -274861.577292 + Penalty 1326.732919 = -273534.844374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143650.840000 sec): 3 clusters
  Score: Raw -273236.989231 + Penalty 2653.465837 = -270583.523394
  nChanged 1343
		SP:Iteration 1F (143651.010000 sec): 3 clusters
  Score: Raw -274161.183898 + Penalty 2653.465837 = -271507.718061
  nChanged 296
		SP:Iteration 2F (143651.190000 sec): 3 clusters
  Score: Raw -274433.441625 + Penalty 2653.465837 = -271779.975788
  nChanged 240
		SP:Iteration 3F (143651.360000 sec): 3 clusters
  Score: Raw -274647.790030 + Penalty 2653.465837 = -271994.324193
  nChanged 190
		SP:Iteration 4F (143651.540000 sec): 3 clusters
  Score: Raw -274791.718809 + Penalty 2653.465837 = -272138.252971
  nChanged 147
		SP:Iteration 5Q (143651.720000 sec): 3 clusters
  Score: Raw -274914.527106 + Penalty 2653.465837 = -272261.061269
  nChanged 137
		SP:Iteration 6Q (143651.890000 sec): 3 clusters
  Score: Raw -275040.022664 + Penalty 2653.465837 = -272386.556827
  nChanged 126
		SP:Iteration 7Q (143652.070000 sec): 3 clusters
  Score: Raw -275141.819360 + Penalty 2653.465837 = -272488.353522
  nChanged 117
		SP:Iteration 8Q (143652.250000 sec): 3 clusters
  Score: Raw -275229.869147 + Penalty 2653.465837 = -272576.403310
  nChanged 102
		SP:Iteration 9Q (143652.420000 sec): 3 clusters
  Score: Raw -275299.940131 + Penalty 2653.465837 = -272646.474294
  nChanged 100
		SP:Iteration 10Q (143652.600000 sec): 3 clusters
  Score: Raw -275386.783748 + Penalty 2653.465837 = -272733.317911
  nChanged 82
		SP:Iteration 11Q (143652.770000 sec): 3 clusters
  Score: Raw -275451.355549 + Penalty 2653.465837 = -272797.889712
  nChanged 75
		SP:Iteration 12Q (143652.990000 sec): 3 clusters
  Score: Raw -275516.186956 + Penalty 2653.465837 = -272862.721118
  nChanged 63
		SP:Iteration 13Q (143653.150000 sec): 3 clusters
  Score: Raw -275568.591747 + Penalty 2653.465837 = -272915.125910
  nChanged 62
		SP:Iteration 14Q (143653.330000 sec): 3 clusters
  Score: Raw -275610.163196 + Penalty 2653.465837 = -272956.697359
  nChanged 44
		SP:Iteration 15Q (143653.500000 sec): 3 clusters
  Score: Raw -275637.578792 + Penalty 2653.465837 = -272984.112955
  nChanged 36
		SP:Iteration 16Q (143653.680000 sec): 3 clusters
  Score: Raw -275652.441674 + Penalty 2653.465837 = -272998.975837
  nChanged 24
		SP:Iteration 17Q (143653.850000 sec): 3 clusters
  Score: Raw -275664.885540 + Penalty 2653.465837 = -273011.419702
  nChanged 27
		SP:Iteration 18Q (143654.030000 sec): 3 clusters
  Score: Raw -275679.377870 + Penalty 2653.465837 = -273025.912032
  nChanged 25
		SP:Iteration 19Q (143654.210000 sec): 3 clusters
  Score: Raw -275691.736304 + Penalty 2653.465837 = -273038.270467
  nChanged 20
		SP:Iteration 20F (143654.380000 sec): 3 clusters
  Score: Raw -275700.898897 + Penalty 2653.465837 = -273047.433060
  nChanged 16
		SP:Iteration 21Q (143654.560000 sec): 3 clusters
  Score: Raw -275707.319578 + Penalty 2653.465837 = -273053.853741
  nChanged 11
		SP:Iteration 22Q (143654.730000 sec): 3 clusters
  Score: Raw -275711.488961 + Penalty 2653.465837 = -273058.023123
  nChanged 11
		SP:Iteration 23Q (143654.910000 sec): 3 clusters
  Score: Raw -275714.831168 + Penalty 2653.465837 = -273061.365330
  nChanged 6
		SP:Iteration 24Q (143655.090000 sec): 3 clusters
  Score: Raw -275716.601104 + Penalty 2653.465837 = -273063.135266
  nChanged 5
		SP:Iteration 25Q (143655.260000 sec): 3 clusters
  Score: Raw -275717.945275 + Penalty 2653.465837 = -273064.479437
  nChanged 5
		SP:Iteration 26Q (143655.440000 sec): 3 clusters
  Score: Raw -275719.242196 + Penalty 2653.465837 = -273065.776359
  nChanged 5
		SP:Iteration 27Q (143655.610000 sec): 3 clusters
  Score: Raw -275720.096770 + Penalty 2653.465837 = -273066.630933
  nChanged 5
		SP:Iteration 28Q (143655.790000 sec): 3 clusters
  Score: Raw -275722.095203 + Penalty 2653.465837 = -273068.629365
  nChanged 8
		SP:Iteration 29Q (143655.970000 sec): 3 clusters
  Score: Raw -275725.556120 + Penalty 2653.465837 = -273072.090282
  nChanged 9
		SP:Iteration 30Q (143656.140000 sec): 3 clusters
  Score: Raw -275728.114511 + Penalty 2653.465837 = -273074.648674
  nChanged 8
		SP:Iteration 31Q (143656.320000 sec): 3 clusters
  Score: Raw -275729.934029 + Penalty 2653.465837 = -273076.468192
  nChanged 4
		SP:Iteration 32Q (143656.490000 sec): 3 clusters
  Score: Raw -275731.842679 + Penalty 2653.465837 = -273078.376842
  nChanged 9
		SP:Iteration 33Q (143656.670000 sec): 3 clusters
  Score: Raw -275734.920491 + Penalty 2653.465837 = -273081.454653
  nChanged 8
		SP:Iteration 34Q (143656.850000 sec): 3 clusters
  Score: Raw -275737.116827 + Penalty 2653.465837 = -273083.650990
  nChanged 7
		SP:Iteration 35Q (143657.020000 sec): 3 clusters
  Score: Raw -275739.068480 + Penalty 2653.465837 = -273085.602642
  nChanged 4
		SP:Iteration 36Q (143657.240000 sec): 3 clusters
  Score: Raw -275740.589132 + Penalty 2653.465837 = -273087.123295
  nChanged 3
		SP:Iteration 37Q (143657.390000 sec): 3 clusters
  Score: Raw -275741.501211 + Penalty 2653.465837 = -273088.035373
  nChanged 4
		SP:Iteration 38Q (143657.570000 sec): 3 clusters
  Score: Raw -275742.343317 + Penalty 2653.465837 = -273088.877480
  nChanged 4
		SP:Iteration 39Q (143657.740000 sec): 3 clusters
  Score: Raw -275743.234070 + Penalty 2653.465837 = -273089.768233
  nChanged 4
		SP:Iteration 40F (143657.920000 sec): 3 clusters
  Score: Raw -275744.250962 + Penalty 2653.465837 = -273090.785125
  nChanged 5
		SP:Iteration 41Q (143658.090000 sec): 3 clusters
  Score: Raw -275746.163464 + Penalty 2653.465837 = -273092.697627
  nChanged 6
		SP:Iteration 42Q (143658.270000 sec): 3 clusters
  Score: Raw -275747.832899 + Penalty 2653.465837 = -273094.367062
  nChanged 5
		SP:Iteration 43Q (143658.450000 sec): 3 clusters
  Score: Raw -275749.202926 + Penalty 2653.465837 = -273095.737089
  nChanged 2
		SP:Iteration 44Q (143658.620000 sec): 3 clusters
  Score: Raw -275749.972588 + Penalty 2653.465837 = -273096.506751
  nChanged 5
		SP:Iteration 45Q (143658.800000 sec): 3 clusters
  Score: Raw -275751.631765 + Penalty 2653.465837 = -273098.165927
  nChanged 3
		SP:Iteration 46Q (143658.970000 sec): 3 clusters
  Score: Raw -275752.778734 + Penalty 2653.465837 = -273099.312897
  nChanged 7
		SP:Iteration 47Q (143659.150000 sec): 3 clusters
  Score: Raw -275754.733713 + Penalty 2653.465837 = -273101.267875
  nChanged 6
		SP:Iteration 48Q (143659.330000 sec): 3 clusters
  Score: Raw -275758.072576 + Penalty 2653.465837 = -273104.606739
  nChanged 6
		SP:Iteration 49Q (143659.500000 sec): 3 clusters
  Score: Raw -275759.514470 + Penalty 2653.465837 = -273106.048633
  nChanged 5
		SP:Iteration 50Q (143659.680000 sec): 3 clusters
  Score: Raw -275761.634884 + Penalty 2653.465837 = -273108.169047
  nChanged 3
		SP:Iteration 51Q (143659.850000 sec): 3 clusters
  Score: Raw -275762.726802 + Penalty 2653.465837 = -273109.260965
  nChanged 2
		SP:Iteration 52Q (143660.030000 sec): 3 clusters
  Score: Raw -275763.044166 + Penalty 2653.465837 = -273109.578329
  nChanged 1
		SP:Iteration 53Q (143660.210000 sec): 3 clusters
  Score: Raw -275763.350090 + Penalty 2653.465837 = -273109.884252
  nChanged 0
		SP:Iteration 54F (143660.380000 sec): 3 clusters
  Score: Raw -275763.350090 + Penalty 2653.465837 = -273109.884252
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 106 (6062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143660.480000 sec): 2 clusters
  Score: Raw -493780.334144 + Penalty 1415.341697 = -492364.992447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143660.660000 sec): 3 clusters
  Score: Raw -490519.296227 + Penalty 2830.683394 = -487688.612833
  nChanged 2560
		SP:Iteration 1F (143660.830000 sec): 3 clusters
  Score: Raw -492131.026032 + Penalty 2830.683394 = -489300.342638
  nChanged 557
		SP:Iteration 2F (143660.990000 sec): 3 clusters
  Score: Raw -492588.937388 + Penalty 2830.683394 = -489758.253994
  nChanged 467
		SP:Iteration 3F (143661.160000 sec): 3 clusters
  Score: Raw -492967.685891 + Penalty 2830.683394 = -490137.002497
  nChanged 382
		SP:Iteration 4F (143661.330000 sec): 3 clusters
  Score: Raw -493222.614397 + Penalty 2830.683394 = -490391.931003
  nChanged 279
		SP:Iteration 5Q (143661.490000 sec): 3 clusters
  Score: Raw -493384.216314 + Penalty 2830.683394 = -490553.532920
  nChanged 213
		SP:Iteration 6Q (143661.660000 sec): 3 clusters
  Score: Raw -493507.230950 + Penalty 2830.683394 = -490676.547557
  nChanged 185
		SP:Iteration 7Q (143661.870000 sec): 3 clusters
  Score: Raw -493625.901369 + Penalty 2830.683394 = -490795.217975
  nChanged 180
		SP:Iteration 8Q (143662.040000 sec): 3 clusters
  Score: Raw -493736.157314 + Penalty 2830.683394 = -490905.473920
  nChanged 167
		SP:Iteration 9Q (143662.210000 sec): 3 clusters
  Score: Raw -493818.962080 + Penalty 2830.683394 = -490988.278686
  nChanged 132
		SP:Iteration 10Q (143662.400000 sec): 3 clusters
  Score: Raw -493871.274572 + Penalty 2830.683394 = -491040.591178
  nChanged 121
		SP:Iteration 11Q (143662.590000 sec): 3 clusters
  Score: Raw -493910.901276 + Penalty 2830.683394 = -491080.217882
  nChanged 87
		SP:Iteration 12Q (143662.800000 sec): 3 clusters
  Score: Raw -493941.374808 + Penalty 2830.683394 = -491110.691414
  nChanged 63
		SP:Iteration 13Q (143662.980000 sec): 3 clusters
  Score: Raw -493959.417741 + Penalty 2830.683394 = -491128.734347
  nChanged 51
		SP:Iteration 14Q (143663.120000 sec): 3 clusters
  Score: Raw -493971.291267 + Penalty 2830.683394 = -491140.607873
  nChanged 47
		SP:Iteration 15Q (143663.290000 sec): 3 clusters
  Score: Raw -493980.473704 + Penalty 2830.683394 = -491149.790311
  nChanged 35
		SP:Iteration 16Q (143663.460000 sec): 3 clusters
  Score: Raw -493989.456189 + Penalty 2830.683394 = -491158.772795
  nChanged 35
		SP:Iteration 17Q (143663.620000 sec): 3 clusters
  Score: Raw -493998.547036 + Penalty 2830.683394 = -491167.863642
  nChanged 36
		SP:Iteration 18Q (143663.790000 sec): 3 clusters
  Score: Raw -494011.164395 + Penalty 2830.683394 = -491180.481001
  nChanged 36
		SP:Iteration 19Q (143663.960000 sec): 3 clusters
  Score: Raw -494019.661548 + Penalty 2830.683394 = -491188.978154
  nChanged 33
		SP:Iteration 20F (143664.130000 sec): 3 clusters
  Score: Raw -494027.205660 + Penalty 2830.683394 = -491196.522267
  nChanged 33
		SP:Iteration 21Q (143664.300000 sec): 3 clusters
  Score: Raw -494034.486425 + Penalty 2830.683394 = -491203.803032
  nChanged 32
		SP:Iteration 22Q (143664.460000 sec): 3 clusters
  Score: Raw -494041.349140 + Penalty 2830.683394 = -491210.665746
  nChanged 24
		SP:Iteration 23Q (143664.630000 sec): 3 clusters
  Score: Raw -494045.181606 + Penalty 2830.683394 = -491214.498212
  nChanged 23
		SP:Iteration 24Q (143664.800000 sec): 3 clusters
  Score: Raw -494049.264840 + Penalty 2830.683394 = -491218.581446
  nChanged 15
		SP:Iteration 25Q (143664.970000 sec): 3 clusters
  Score: Raw -494053.185293 + Penalty 2830.683394 = -491222.501899
  nChanged 20
		SP:Iteration 26Q (143665.140000 sec): 3 clusters
  Score: Raw -494057.932318 + Penalty 2830.683394 = -491227.248924
  nChanged 21
		SP:Iteration 27Q (143665.300000 sec): 3 clusters
  Score: Raw -494062.685519 + Penalty 2830.683394 = -491232.002125
  nChanged 19
		SP:Iteration 28Q (143665.500000 sec): 3 clusters
  Score: Raw -494066.862556 + Penalty 2830.683394 = -491236.179162
  nChanged 23
		SP:Iteration 29Q (143665.670000 sec): 3 clusters
  Score: Raw -494071.278995 + Penalty 2830.683394 = -491240.595602
  nChanged 9
		SP:Iteration 30Q (143665.840000 sec): 3 clusters
  Score: Raw -494072.789927 + Penalty 2830.683394 = -491242.106534
  nChanged 6
		SP:Iteration 31Q (143666.000000 sec): 3 clusters
  Score: Raw -494073.637407 + Penalty 2830.683394 = -491242.954014
  nChanged 4
		SP:Iteration 32Q (143666.170000 sec): 3 clusters
  Score: Raw -494074.213028 + Penalty 2830.683394 = -491243.529634
  nChanged 7
		SP:Iteration 33Q (143666.340000 sec): 3 clusters
  Score: Raw -494074.885237 + Penalty 2830.683394 = -491244.201843
  nChanged 3
		SP:Iteration 34Q (143666.500000 sec): 3 clusters
  Score: Raw -494075.112719 + Penalty 2830.683394 = -491244.429325
  nChanged 3
		SP:Iteration 35Q (143666.670000 sec): 3 clusters
  Score: Raw -494075.369453 + Penalty 2830.683394 = -491244.686059
  nChanged 0
		SP:Iteration 36F (143666.840000 sec): 3 clusters
  Score: Raw -494075.369453 + Penalty 2830.683394 = -491244.686059
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 107 (771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143666.910000 sec): 2 clusters
  Score: Raw -59206.078098 + Penalty 1080.249361 = -58125.828737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143667.090000 sec): 3 clusters
  Score: Raw -59031.362260 + Penalty 2160.498721 = -56870.863538
  nChanged 218
		SP:Iteration 1F (143667.270000 sec): 3 clusters
  Score: Raw -59334.011077 + Penalty 2160.498721 = -57173.512355
  nChanged 60
		SP:Iteration 2F (143667.440000 sec): 3 clusters
  Score: Raw -59487.536579 + Penalty 2160.498721 = -57327.037858
  nChanged 54
		SP:Iteration 3F (143667.620000 sec): 3 clusters
  Score: Raw -59631.366862 + Penalty 2160.498721 = -57470.868140
  nChanged 50
		SP:Iteration 4F (143667.790000 sec): 3 clusters
  Score: Raw -59724.428020 + Penalty 2160.498721 = -57563.929298
  nChanged 32
		SP:Iteration 5Q (143667.970000 sec): 3 clusters
  Score: Raw -59771.629827 + Penalty 2160.498721 = -57611.131106
  nChanged 30
		SP:Iteration 6Q (143668.140000 sec): 3 clusters
  Score: Raw -59839.801683 + Penalty 2160.498721 = -57679.302961
  nChanged 23
		SP:Iteration 7Q (143668.320000 sec): 3 clusters
  Score: Raw -59882.278880 + Penalty 2160.498721 = -57721.780159
  nChanged 16
		SP:Iteration 8Q (143668.500000 sec): 3 clusters
  Score: Raw -59910.808693 + Penalty 2160.498721 = -57750.309971
  nChanged 10
		SP:Iteration 9Q (143668.670000 sec): 3 clusters
  Score: Raw -59930.484986 + Penalty 2160.498721 = -57769.986265
  nChanged 12
		SP:Iteration 10Q (143668.850000 sec): 3 clusters
  Score: Raw -59964.598388 + Penalty 2160.498721 = -57804.099666
  nChanged 9
		SP:Iteration 11Q (143669.020000 sec): 3 clusters
  Score: Raw -59984.072982 + Penalty 2160.498721 = -57823.574261
  nChanged 7
		SP:Iteration 12Q (143669.200000 sec): 3 clusters
  Score: Raw -59997.892836 + Penalty 2160.498721 = -57837.394115
  nChanged 5
		SP:Iteration 13Q (143669.380000 sec): 3 clusters
  Score: Raw -60010.801027 + Penalty 2160.498721 = -57850.302306
  nChanged 10
		SP:Iteration 14Q (143669.550000 sec): 3 clusters
  Score: Raw -60031.655711 + Penalty 2160.498721 = -57871.156990
  nChanged 9
		SP:Iteration 15Q (143669.640000 sec): 3 clusters
  Score: Raw -60046.637524 + Penalty 2160.498721 = -57886.138802
  nChanged 3
		SP:Iteration 16Q (143669.660000 sec): 3 clusters
  Score: Raw -60054.533637 + Penalty 2160.498721 = -57894.034915
  nChanged 6
		SP:Iteration 17Q (143669.680000 sec): 3 clusters
  Score: Raw -60061.296931 + Penalty 2160.498721 = -57900.798210
  nChanged 2
		SP:Iteration 18Q (143669.700000 sec): 3 clusters
  Score: Raw -60062.675187 + Penalty 2160.498721 = -57902.176466
  nChanged 0
		SP:Iteration 19F (143669.730000 sec): 3 clusters
  Score: Raw -60063.619536 + Penalty 2160.498721 = -57903.120815
  nChanged 1
		SP:Iteration 20F (143669.750000 sec): 3 clusters
  Score: Raw -60065.713768 + Penalty 2160.498721 = -57905.215046
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 108 (5236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143669.890000 sec): 2 clusters
  Score: Raw -441629.913323 + Penalty 1391.538383 = -440238.374940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143670.090000 sec): 3 clusters
  Score: Raw -438880.416861 + Penalty 2783.076766 = -436097.340094
  nChanged 2170
		SP:Iteration 1F (143670.270000 sec): 3 clusters
  Score: Raw -440189.899058 + Penalty 2783.076766 = -437406.822292
  nChanged 517
		SP:Iteration 2F (143670.450000 sec): 3 clusters
  Score: Raw -440662.743845 + Penalty 2783.076766 = -437879.667079
  nChanged 455
		SP:Iteration 3F (143670.630000 sec): 3 clusters
  Score: Raw -441110.856242 + Penalty 2783.076766 = -438327.779476
  nChanged 387
		SP:Iteration 4F (143670.810000 sec): 3 clusters
  Score: Raw -441494.589987 + Penalty 2783.076766 = -438711.513221
  nChanged 326
		SP:Iteration 5F (143670.960000 sec): 3 clusters
  Score: Raw -441774.108736 + Penalty 2783.076766 = -438991.031970
  nChanged 255
		SP:Iteration 6Q (143671.130000 sec): 3 clusters
  Score: Raw -441968.760916 + Penalty 2783.076766 = -439185.684149
  nChanged 197
		SP:Iteration 7Q (143671.300000 sec): 3 clusters
  Score: Raw -442101.387513 + Penalty 2783.076766 = -439318.310747
  nChanged 142
		SP:Iteration 8Q (143671.480000 sec): 3 clusters
  Score: Raw -442187.739142 + Penalty 2783.076766 = -439404.662376
  nChanged 110
		SP:Iteration 9Q (143671.650000 sec): 3 clusters
  Score: Raw -442250.868205 + Penalty 2783.076766 = -439467.791438
  nChanged 90
		SP:Iteration 10Q (143671.830000 sec): 3 clusters
  Score: Raw -442311.443245 + Penalty 2783.076766 = -439528.366478
  nChanged 100
		SP:Iteration 11Q (143672.000000 sec): 3 clusters
  Score: Raw -442378.661689 + Penalty 2783.076766 = -439595.584923
  nChanged 99
		SP:Iteration 12Q (143672.180000 sec): 3 clusters
  Score: Raw -442432.800984 + Penalty 2783.076766 = -439649.724218
  nChanged 90
		SP:Iteration 13Q (143672.350000 sec): 3 clusters
  Score: Raw -442474.208511 + Penalty 2783.076766 = -439691.131745
  nChanged 78
		SP:Iteration 14Q (143672.520000 sec): 3 clusters
  Score: Raw -442513.851474 + Penalty 2783.076766 = -439730.774707
  nChanged 63
		SP:Iteration 15Q (143672.700000 sec): 3 clusters
  Score: Raw -442548.154849 + Penalty 2783.076766 = -439765.078082
  nChanged 55
		SP:Iteration 16Q (143672.870000 sec): 3 clusters
  Score: Raw -442568.371055 + Penalty 2783.076766 = -439785.294289
  nChanged 37
		SP:Iteration 17Q (143673.040000 sec): 3 clusters
  Score: Raw -442580.634492 + Penalty 2783.076766 = -439797.557726
  nChanged 21
		SP:Iteration 18Q (143673.220000 sec): 3 clusters
  Score: Raw -442585.864059 + Penalty 2783.076766 = -439802.787293
  nChanged 15
		SP:Iteration 19Q (143673.390000 sec): 3 clusters
  Score: Raw -442588.201139 + Penalty 2783.076766 = -439805.124372
  nChanged 8
		SP:Iteration 20F (143673.570000 sec): 3 clusters
  Score: Raw -442589.346735 + Penalty 2783.076766 = -439806.269969
  nChanged 6
		SP:Iteration 21Q (143673.780000 sec): 3 clusters
  Score: Raw -442590.092167 + Penalty 2783.076766 = -439807.015401
  nChanged 2
		SP:Iteration 22Q (143673.960000 sec): 3 clusters
  Score: Raw -442590.446258 + Penalty 2783.076766 = -439807.369491
  nChanged 2
		SP:Iteration 23Q (143674.130000 sec): 3 clusters
  Score: Raw -442590.929222 + Penalty 2783.076766 = -439807.852455
  nChanged 2
		SP:Iteration 24Q (143674.310000 sec): 3 clusters
  Score: Raw -442591.399873 + Penalty 2783.076766 = -439808.323107
  nChanged 4
		SP:Iteration 25Q (143674.480000 sec): 3 clusters
  Score: Raw -442591.736831 + Penalty 2783.076766 = -439808.660065
  nChanged 2
		SP:Iteration 26Q (143674.660000 sec): 3 clusters
  Score: Raw -442592.055059 + Penalty 2783.076766 = -439808.978293
  nChanged 1
		SP:Iteration 27Q (143674.830000 sec): 3 clusters
  Score: Raw -442592.192098 + Penalty 2783.076766 = -439809.115332
  nChanged 0
		SP:Iteration 28F (143675.000000 sec): 3 clusters
  Score: Raw -442592.192098 + Penalty 2783.076766 = -439809.115332
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 109 (8131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143675.190000 sec): 2 clusters
  Score: Raw -772368.417395 + Penalty 1463.058869 = -770905.358526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143675.390000 sec): 3 clusters
  Score: Raw -767790.619266 + Penalty 2926.117739 = -764864.501527
  nChanged 3442
		SP:Iteration 1F (143675.590000 sec): 3 clusters
  Score: Raw -769791.512976 + Penalty 2926.117739 = -766865.395237
  nChanged 565
		SP:Iteration 2F (143675.780000 sec): 3 clusters
  Score: Raw -770096.677956 + Penalty 2926.117739 = -767170.560217
  nChanged 446
		SP:Iteration 3F (143675.980000 sec): 3 clusters
  Score: Raw -770331.503293 + Penalty 2926.117739 = -767405.385555
  nChanged 404
		SP:Iteration 4Q (143676.180000 sec): 3 clusters
  Score: Raw -770541.956743 + Penalty 2926.117739 = -767615.839004
  nChanged 346
		SP:Iteration 5Q (143676.370000 sec): 3 clusters
  Score: Raw -770710.500961 + Penalty 2926.117739 = -767784.383222
  nChanged 295
		SP:Iteration 6Q (143676.560000 sec): 3 clusters
  Score: Raw -770859.499427 + Penalty 2926.117739 = -767933.381688
  nChanged 277
		SP:Iteration 7Q (143676.760000 sec): 3 clusters
  Score: Raw -770979.727458 + Penalty 2926.117739 = -768053.609720
  nChanged 235
		SP:Iteration 8Q (143676.960000 sec): 3 clusters
  Score: Raw -771082.353036 + Penalty 2926.117739 = -768156.235297
  nChanged 211
		SP:Iteration 9Q (143677.150000 sec): 3 clusters
  Score: Raw -771185.812762 + Penalty 2926.117739 = -768259.695024
  nChanged 189
		SP:Iteration 10Q (143677.350000 sec): 3 clusters
  Score: Raw -771289.894962 + Penalty 2926.117739 = -768363.777223
  nChanged 215
		SP:Iteration 11Q (143677.540000 sec): 3 clusters
  Score: Raw -771399.677488 + Penalty 2926.117739 = -768473.559749
  nChanged 221
		SP:Iteration 12Q (143677.740000 sec): 3 clusters
  Score: Raw -771511.352275 + Penalty 2926.117739 = -768585.234536
  nChanged 202
		SP:Iteration 13Q (143677.930000 sec): 3 clusters
  Score: Raw -771615.073589 + Penalty 2926.117739 = -768688.955850
  nChanged 191
		SP:Iteration 14Q (143678.120000 sec): 3 clusters
  Score: Raw -771713.161906 + Penalty 2926.117739 = -768787.044167
  nChanged 205
		SP:Iteration 15Q (143678.320000 sec): 3 clusters
  Score: Raw -771817.274333 + Penalty 2926.117739 = -768891.156595
  nChanged 182
		SP:Iteration 16Q (143678.510000 sec): 3 clusters
  Score: Raw -771921.049896 + Penalty 2926.117739 = -768994.932158
  nChanged 204
		SP:Iteration 17Q (143678.710000 sec): 3 clusters
  Score: Raw -772031.473996 + Penalty 2926.117739 = -769105.356257
  nChanged 185
		SP:Iteration 18Q (143678.900000 sec): 3 clusters
  Score: Raw -772128.933559 + Penalty 2926.117739 = -769202.815820
  nChanged 157
		SP:Iteration 19Q (143679.100000 sec): 3 clusters
  Score: Raw -772200.051244 + Penalty 2926.117739 = -769273.933505
  nChanged 125
		SP:Iteration 20F (143679.300000 sec): 3 clusters
  Score: Raw -772251.102332 + Penalty 2926.117739 = -769324.984593
  nChanged 110
		SP:Iteration 21Q (143679.490000 sec): 3 clusters
  Score: Raw -772301.936364 + Penalty 2926.117739 = -769375.818625
  nChanged 102
		SP:Iteration 22Q (143679.670000 sec): 3 clusters
  Score: Raw -772347.958878 + Penalty 2926.117739 = -769421.841139
  nChanged 79
		SP:Iteration 23Q (143679.800000 sec): 3 clusters
  Score: Raw -772383.980476 + Penalty 2926.117739 = -769457.862738
  nChanged 62
		SP:Iteration 24Q (143680.000000 sec): 3 clusters
  Score: Raw -772408.206592 + Penalty 2926.117739 = -769482.088853
  nChanged 53
		SP:Iteration 25Q (143680.200000 sec): 3 clusters
  Score: Raw -772431.212177 + Penalty 2926.117739 = -769505.094438
  nChanged 50
		SP:Iteration 26Q (143680.380000 sec): 3 clusters
  Score: Raw -772452.684096 + Penalty 2926.117739 = -769526.566357
  nChanged 51
		SP:Iteration 27Q (143680.510000 sec): 3 clusters
  Score: Raw -772475.559685 + Penalty 2926.117739 = -769549.441946
  nChanged 53
		SP:Iteration 28Q (143680.700000 sec): 3 clusters
  Score: Raw -772498.065442 + Penalty 2926.117739 = -769571.947703
  nChanged 40
		SP:Iteration 29Q (143680.920000 sec): 3 clusters
  Score: Raw -772514.067309 + Penalty 2926.117739 = -769587.949570
  nChanged 34
		SP:Iteration 30Q (143681.110000 sec): 3 clusters
  Score: Raw -772530.986413 + Penalty 2926.117739 = -769604.868674
  nChanged 30
		SP:Iteration 31Q (143681.340000 sec): 3 clusters
  Score: Raw -772548.218542 + Penalty 2926.117739 = -769622.100803
  nChanged 30
		SP:Iteration 32Q (143681.550000 sec): 3 clusters
  Score: Raw -772561.308559 + Penalty 2926.117739 = -769635.190820
  nChanged 30
		SP:Iteration 33Q (143681.740000 sec): 3 clusters
  Score: Raw -772573.930613 + Penalty 2926.117739 = -769647.812874
  nChanged 27
		SP:Iteration 34Q (143681.940000 sec): 3 clusters
  Score: Raw -772589.503990 + Penalty 2926.117739 = -769663.386251
  nChanged 28
		SP:Iteration 35Q (143682.140000 sec): 3 clusters
  Score: Raw -772604.733921 + Penalty 2926.117739 = -769678.616182
  nChanged 24
		SP:Iteration 36Q (143682.330000 sec): 3 clusters
  Score: Raw -772616.072449 + Penalty 2926.117739 = -769689.954710
  nChanged 19
		SP:Iteration 37Q (143682.530000 sec): 3 clusters
  Score: Raw -772625.151963 + Penalty 2926.117739 = -769699.034224
  nChanged 13
		SP:Iteration 38Q (143682.730000 sec): 3 clusters
  Score: Raw -772630.923295 + Penalty 2926.117739 = -769704.805556
  nChanged 9
		SP:Iteration 39Q (143682.920000 sec): 3 clusters
  Score: Raw -772635.138084 + Penalty 2926.117739 = -769709.020346
  nChanged 10
		SP:Iteration 40F (143683.120000 sec): 3 clusters
  Score: Raw -772639.356060 + Penalty 2926.117739 = -769713.238321
  nChanged 9
		SP:Iteration 41Q (143683.320000 sec): 3 clusters
  Score: Raw -772644.343378 + Penalty 2926.117739 = -769718.225639
  nChanged 11
		SP:Iteration 42Q (143683.520000 sec): 3 clusters
  Score: Raw -772648.540780 + Penalty 2926.117739 = -769722.423041
  nChanged 8
		SP:Iteration 43Q (143683.710000 sec): 3 clusters
  Score: Raw -772651.718435 + Penalty 2926.117739 = -769725.600696
  nChanged 11
		SP:Iteration 44Q (143683.910000 sec): 3 clusters
  Score: Raw -772655.980363 + Penalty 2926.117739 = -769729.862624
  nChanged 12
		SP:Iteration 45Q (143684.180000 sec): 3 clusters
  Score: Raw -772660.656983 + Penalty 2926.117739 = -769734.539244
  nChanged 7
		SP:Iteration 46Q (143684.390000 sec): 3 clusters
  Score: Raw -772662.783433 + Penalty 2926.117739 = -769736.665694
  nChanged 1
		SP:Iteration 47Q (143684.580000 sec): 3 clusters
  Score: Raw -772663.013434 + Penalty 2926.117739 = -769736.895695
  nChanged 1
		SP:Iteration 48Q (143684.780000 sec): 3 clusters
  Score: Raw -772663.233954 + Penalty 2926.117739 = -769737.116216
  nChanged 0
		SP:Iteration 49F (143684.980000 sec): 3 clusters
  Score: Raw -772663.233954 + Penalty 2926.117739 = -769737.116216
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 110 (4965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143685.090000 sec): 2 clusters
  Score: Raw -451745.846428 + Penalty 1382.902394 = -450362.944034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143685.260000 sec): 3 clusters
  Score: Raw -449220.495407 + Penalty 2765.804787 = -446454.690620
  nChanged 2011
		SP:Iteration 1F (143685.440000 sec): 3 clusters
  Score: Raw -450505.530047 + Penalty 2765.804787 = -447739.725260
  nChanged 366
		SP:Iteration 2F (143685.620000 sec): 3 clusters
  Score: Raw -450772.253889 + Penalty 2765.804787 = -448006.449101
  nChanged 320
		SP:Iteration 3F (143685.790000 sec): 3 clusters
  Score: Raw -451017.496695 + Penalty 2765.804787 = -448251.691908
  nChanged 274
		SP:Iteration 4F (143685.960000 sec): 3 clusters
  Score: Raw -451237.520233 + Penalty 2765.804787 = -448471.715445
  nChanged 237
		SP:Iteration 5Q (143686.140000 sec): 3 clusters
  Score: Raw -451446.587505 + Penalty 2765.804787 = -448680.782718
  nChanged 241
		SP:Iteration 6Q (143686.320000 sec): 3 clusters
  Score: Raw -451626.547905 + Penalty 2765.804787 = -448860.743117
  nChanged 198
		SP:Iteration 7Q (143686.490000 sec): 3 clusters
  Score: Raw -451732.577985 + Penalty 2765.804787 = -448966.773198
  nChanged 128
		SP:Iteration 8Q (143686.670000 sec): 3 clusters
  Score: Raw -451788.437856 + Penalty 2765.804787 = -449022.633069
  nChanged 100
		SP:Iteration 9Q (143686.840000 sec): 3 clusters
  Score: Raw -451832.808250 + Penalty 2765.804787 = -449067.003462
  nChanged 91
		SP:Iteration 10Q (143687.020000 sec): 3 clusters
  Score: Raw -451870.146860 + Penalty 2765.804787 = -449104.342073
  nChanged 63
		SP:Iteration 11Q (143687.200000 sec): 3 clusters
  Score: Raw -451896.398167 + Penalty 2765.804787 = -449130.593380
  nChanged 59
		SP:Iteration 12Q (143687.370000 sec): 3 clusters
  Score: Raw -451913.771499 + Penalty 2765.804787 = -449147.966712
  nChanged 47
		SP:Iteration 13Q (143687.540000 sec): 3 clusters
  Score: Raw -451928.251522 + Penalty 2765.804787 = -449162.446735
  nChanged 33
		SP:Iteration 14Q (143687.720000 sec): 3 clusters
  Score: Raw -451936.734977 + Penalty 2765.804787 = -449170.930189
  nChanged 31
		SP:Iteration 15Q (143687.900000 sec): 3 clusters
  Score: Raw -451947.072368 + Penalty 2765.804787 = -449181.267580
  nChanged 30
		SP:Iteration 16Q (143688.070000 sec): 3 clusters
  Score: Raw -451954.039358 + Penalty 2765.804787 = -449188.234571
  nChanged 20
		SP:Iteration 17Q (143688.240000 sec): 3 clusters
  Score: Raw -451958.419841 + Penalty 2765.804787 = -449192.615054
  nChanged 13
		SP:Iteration 18Q (143688.420000 sec): 3 clusters
  Score: Raw -451960.815077 + Penalty 2765.804787 = -449195.010290
  nChanged 6
		SP:Iteration 19Q (143688.590000 sec): 3 clusters
  Score: Raw -451962.106688 + Penalty 2765.804787 = -449196.301900
  nChanged 4
		SP:Iteration 20F (143688.760000 sec): 3 clusters
  Score: Raw -451962.549166 + Penalty 2765.804787 = -449196.744378
  nChanged 5
		SP:Iteration 21Q (143688.940000 sec): 3 clusters
  Score: Raw -451963.369107 + Penalty 2765.804787 = -449197.564320
  nChanged 5
		SP:Iteration 22Q (143689.120000 sec): 3 clusters
  Score: Raw -451964.289067 + Penalty 2765.804787 = -449198.484280
  nChanged 7
		SP:Iteration 23Q (143689.290000 sec): 3 clusters
  Score: Raw -451965.518373 + Penalty 2765.804787 = -449199.713586
  nChanged 3
		SP:Iteration 24Q (143689.460000 sec): 3 clusters
  Score: Raw -451965.978738 + Penalty 2765.804787 = -449200.173950
  nChanged 2
		SP:Iteration 25Q (143689.640000 sec): 3 clusters
  Score: Raw -451966.311911 + Penalty 2765.804787 = -449200.507124
  nChanged 2
		SP:Iteration 26Q (143689.820000 sec): 3 clusters
  Score: Raw -451966.631752 + Penalty 2765.804787 = -449200.826965
  nChanged 1
		SP:Iteration 27Q (143689.990000 sec): 3 clusters
  Score: Raw -451967.034449 + Penalty 2765.804787 = -449201.229662
  nChanged 0
		SP:Iteration 28F (143690.160000 sec): 3 clusters
  Score: Raw -451967.034449 + Penalty 2765.804787 = -449201.229662
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 111 (3959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143690.290000 sec): 2 clusters
  Score: Raw -338647.439596 + Penalty 1346.108846 = -337301.330749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143690.430000 sec): 3 clusters
  Score: Raw -336690.247353 + Penalty 2692.217693 = -333998.029660
  nChanged 1571
		SP:Iteration 1F (143690.590000 sec): 3 clusters
  Score: Raw -337549.156899 + Penalty 2692.217693 = -334856.939207
  nChanged 319
		SP:Iteration 2F (143690.750000 sec): 3 clusters
  Score: Raw -337754.408240 + Penalty 2692.217693 = -335062.190547
  nChanged 248
		SP:Iteration 3F (143690.910000 sec): 3 clusters
  Score: Raw -337924.116686 + Penalty 2692.217693 = -335231.898993
  nChanged 208
		SP:Iteration 4F (143691.070000 sec): 3 clusters
  Score: Raw -338080.987216 + Penalty 2692.217693 = -335388.769523
  nChanged 189
		SP:Iteration 5Q (143691.230000 sec): 3 clusters
  Score: Raw -338232.069099 + Penalty 2692.217693 = -335539.851407
  nChanged 177
		SP:Iteration 6Q (143691.390000 sec): 3 clusters
  Score: Raw -338363.343261 + Penalty 2692.217693 = -335671.125568
  nChanged 157
		SP:Iteration 7Q (143691.550000 sec): 3 clusters
  Score: Raw -338471.732693 + Penalty 2692.217693 = -335779.515000
  nChanged 141
		SP:Iteration 8Q (143691.710000 sec): 3 clusters
  Score: Raw -338565.842118 + Penalty 2692.217693 = -335873.624425
  nChanged 115
		SP:Iteration 9Q (143691.870000 sec): 3 clusters
  Score: Raw -338637.055013 + Penalty 2692.217693 = -335944.837321
  nChanged 112
		SP:Iteration 10Q (143692.030000 sec): 3 clusters
  Score: Raw -338705.041179 + Penalty 2692.217693 = -336012.823486
  nChanged 110
		SP:Iteration 11Q (143692.200000 sec): 3 clusters
  Score: Raw -338783.735771 + Penalty 2692.217693 = -336091.518078
  nChanged 95
		SP:Iteration 12Q (143692.380000 sec): 3 clusters
  Score: Raw -338840.121394 + Penalty 2692.217693 = -336147.903701
  nChanged 76
		SP:Iteration 13Q (143692.550000 sec): 3 clusters
  Score: Raw -338886.457325 + Penalty 2692.217693 = -336194.239632
  nChanged 56
		SP:Iteration 14Q (143692.710000 sec): 3 clusters
  Score: Raw -338916.549306 + Penalty 2692.217693 = -336224.331613
  nChanged 44
		SP:Iteration 15Q (143692.870000 sec): 3 clusters
  Score: Raw -338936.502873 + Penalty 2692.217693 = -336244.285180
  nChanged 37
		SP:Iteration 16Q (143693.040000 sec): 3 clusters
  Score: Raw -338955.183418 + Penalty 2692.217693 = -336262.965726
  nChanged 40
		SP:Iteration 17Q (143693.200000 sec): 3 clusters
  Score: Raw -338974.428902 + Penalty 2692.217693 = -336282.211209
  nChanged 33
		SP:Iteration 18Q (143693.360000 sec): 3 clusters
  Score: Raw -338992.640487 + Penalty 2692.217693 = -336300.422794
  nChanged 30
		SP:Iteration 19Q (143693.530000 sec): 3 clusters
  Score: Raw -339005.823066 + Penalty 2692.217693 = -336313.605373
  nChanged 20
		SP:Iteration 20F (143693.700000 sec): 3 clusters
  Score: Raw -339012.815740 + Penalty 2692.217693 = -336320.598047
  nChanged 8
		SP:Iteration 21Q (143693.880000 sec): 3 clusters
  Score: Raw -339016.206285 + Penalty 2692.217693 = -336323.988593
  nChanged 12
		SP:Iteration 22Q (143694.060000 sec): 3 clusters
  Score: Raw -339018.316177 + Penalty 2692.217693 = -336326.098484
  nChanged 6
		SP:Iteration 23Q (143694.230000 sec): 3 clusters
  Score: Raw -339019.739072 + Penalty 2692.217693 = -336327.521379
  nChanged 3
		SP:Iteration 24Q (143694.410000 sec): 3 clusters
  Score: Raw -339020.102939 + Penalty 2692.217693 = -336327.885246
  nChanged 2
		SP:Iteration 25Q (143694.590000 sec): 3 clusters
  Score: Raw -339020.690291 + Penalty 2692.217693 = -336328.472598
  nChanged 3
		SP:Iteration 26Q (143694.760000 sec): 3 clusters
  Score: Raw -339021.387232 + Penalty 2692.217693 = -336329.169539
  nChanged 7
		SP:Iteration 27Q (143694.940000 sec): 3 clusters
  Score: Raw -339023.262569 + Penalty 2692.217693 = -336331.044876
  nChanged 4
		SP:Iteration 28Q (143695.110000 sec): 3 clusters
  Score: Raw -339024.648160 + Penalty 2692.217693 = -336332.430467
  nChanged 4
		SP:Iteration 29Q (143695.290000 sec): 3 clusters
  Score: Raw -339026.001228 + Penalty 2692.217693 = -336333.783535
  nChanged 3
		SP:Iteration 30Q (143695.470000 sec): 3 clusters
  Score: Raw -339026.773407 + Penalty 2692.217693 = -336334.555714
  nChanged 1
		SP:Iteration 31Q (143695.640000 sec): 3 clusters
  Score: Raw -339027.032449 + Penalty 2692.217693 = -336334.814757
  nChanged 2
		SP:Iteration 32Q (143695.820000 sec): 3 clusters
  Score: Raw -339027.386323 + Penalty 2692.217693 = -336335.168630
  nChanged 1
		SP:Iteration 33Q (143695.990000 sec): 3 clusters
  Score: Raw -339027.668104 + Penalty 2692.217693 = -336335.450411
  nChanged 2
		SP:Iteration 34Q (143696.170000 sec): 3 clusters
  Score: Raw -339027.941247 + Penalty 2692.217693 = -336335.723555
  nChanged 2
		SP:Iteration 35Q (143696.350000 sec): 3 clusters
  Score: Raw -339028.299152 + Penalty 2692.217693 = -336336.081459
  nChanged 1
		SP:Iteration 36Q (143696.520000 sec): 3 clusters
  Score: Raw -339028.409369 + Penalty 2692.217693 = -336336.191676
  nChanged 1
		SP:Iteration 37Q (143696.700000 sec): 3 clusters
  Score: Raw -339028.529779 + Penalty 2692.217693 = -336336.312087
  nChanged 0
		SP:Iteration 38F (143696.870000 sec): 3 clusters
  Score: Raw -339028.529779 + Penalty 2692.217693 = -336336.312087
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 112 (3032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143696.980000 sec): 2 clusters
  Score: Raw -260076.918606 + Penalty 1302.758884 = -258774.159722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143697.150000 sec): 3 clusters
  Score: Raw -258654.403216 + Penalty 2605.517768 = -256048.885448
  nChanged 1142
		SP:Iteration 1F (143697.330000 sec): 3 clusters
  Score: Raw -259355.765468 + Penalty 2605.517768 = -256750.247701
  nChanged 274
		SP:Iteration 2F (143697.510000 sec): 3 clusters
  Score: Raw -259538.340485 + Penalty 2605.517768 = -256932.822717
  nChanged 182
		SP:Iteration 3F (143697.680000 sec): 3 clusters
  Score: Raw -259659.463356 + Penalty 2605.517768 = -257053.945588
  nChanged 130
		SP:Iteration 4Q (143697.860000 sec): 3 clusters
  Score: Raw -259760.351691 + Penalty 2605.517768 = -257154.833924
  nChanged 130
		SP:Iteration 5Q (143697.930000 sec): 3 clusters
  Score: Raw -259881.247985 + Penalty 2605.517768 = -257275.730217
  nChanged 123
		SP:Iteration 6Q (143697.990000 sec): 3 clusters
  Score: Raw -259984.613780 + Penalty 2605.517768 = -257379.096013
  nChanged 109
		SP:Iteration 7Q (143698.050000 sec): 3 clusters
  Score: Raw -260091.939891 + Penalty 2605.517768 = -257486.422124
  nChanged 116
		SP:Iteration 8Q (143698.110000 sec): 3 clusters
  Score: Raw -260193.051936 + Penalty 2605.517768 = -257587.534168
  nChanged 96
		SP:Iteration 9Q (143698.170000 sec): 3 clusters
  Score: Raw -260270.024204 + Penalty 2605.517768 = -257664.506436
  nChanged 84
		SP:Iteration 10Q (143698.230000 sec): 3 clusters
  Score: Raw -260340.570772 + Penalty 2605.517768 = -257735.053005
  nChanged 88
		SP:Iteration 11Q (143698.290000 sec): 3 clusters
  Score: Raw -260393.565620 + Penalty 2605.517768 = -257788.047852
  nChanged 72
		SP:Iteration 12Q (143698.350000 sec): 3 clusters
  Score: Raw -260437.867065 + Penalty 2605.517768 = -257832.349298
  nChanged 54
		SP:Iteration 13Q (143698.410000 sec): 3 clusters
  Score: Raw -260467.857965 + Penalty 2605.517768 = -257862.340197
  nChanged 35
		SP:Iteration 14Q (143698.470000 sec): 3 clusters
  Score: Raw -260485.696820 + Penalty 2605.517768 = -257880.179052
  nChanged 32
		SP:Iteration 15Q (143698.520000 sec): 3 clusters
  Score: Raw -260506.346001 + Penalty 2605.517768 = -257900.828233
  nChanged 30
		SP:Iteration 16Q (143698.580000 sec): 3 clusters
  Score: Raw -260525.806183 + Penalty 2605.517768 = -257920.288415
  nChanged 27
		SP:Iteration 17Q (143698.640000 sec): 3 clusters
  Score: Raw -260540.423898 + Penalty 2605.517768 = -257934.906130
  nChanged 25
		SP:Iteration 18Q (143698.700000 sec): 3 clusters
  Score: Raw -260555.946318 + Penalty 2605.517768 = -257950.428550
  nChanged 25
		SP:Iteration 19Q (143698.800000 sec): 3 clusters
  Score: Raw -260568.933806 + Penalty 2605.517768 = -257963.416039
  nChanged 17
		SP:Iteration 20F (143698.970000 sec): 3 clusters
  Score: Raw -260579.524303 + Penalty 2605.517768 = -257974.006536
  nChanged 23
		SP:Iteration 21Q (143699.150000 sec): 3 clusters
  Score: Raw -260594.871723 + Penalty 2605.517768 = -257989.353955
  nChanged 19
		SP:Iteration 22Q (143699.330000 sec): 3 clusters
  Score: Raw -260606.304679 + Penalty 2605.517768 = -258000.786911
  nChanged 19
		SP:Iteration 23Q (143699.500000 sec): 3 clusters
  Score: Raw -260614.090932 + Penalty 2605.517768 = -258008.573165
  nChanged 10
		SP:Iteration 24Q (143699.570000 sec): 3 clusters
  Score: Raw -260616.730648 + Penalty 2605.517768 = -258011.212880
  nChanged 6
		SP:Iteration 25Q (143699.620000 sec): 3 clusters
  Score: Raw -260618.582933 + Penalty 2605.517768 = -258013.065166
  nChanged 3
		SP:Iteration 26Q (143699.680000 sec): 3 clusters
  Score: Raw -260619.206961 + Penalty 2605.517768 = -258013.689193
  nChanged 3
		SP:Iteration 27Q (143699.860000 sec): 3 clusters
  Score: Raw -260620.367367 + Penalty 2605.517768 = -258014.849600
  nChanged 4
		SP:Iteration 28Q (143700.030000 sec): 3 clusters
  Score: Raw -260622.364355 + Penalty 2605.517768 = -258016.846587
  nChanged 4
		SP:Iteration 29Q (143700.210000 sec): 3 clusters
  Score: Raw -260624.438824 + Penalty 2605.517768 = -258018.921056
  nChanged 6
		SP:Iteration 30Q (143700.390000 sec): 3 clusters
  Score: Raw -260626.746479 + Penalty 2605.517768 = -258021.228711
  nChanged 9
		SP:Iteration 31Q (143700.560000 sec): 3 clusters
  Score: Raw -260630.386015 + Penalty 2605.517768 = -258024.868247
  nChanged 4
		SP:Iteration 32Q (143700.740000 sec): 3 clusters
  Score: Raw -260631.170449 + Penalty 2605.517768 = -258025.652682
  nChanged 5
		SP:Iteration 33Q (143700.910000 sec): 3 clusters
  Score: Raw -260632.774264 + Penalty 2605.517768 = -258027.256496
  nChanged 5
		SP:Iteration 34Q (143701.090000 sec): 3 clusters
  Score: Raw -260634.087331 + Penalty 2605.517768 = -258028.569563
  nChanged 3
		SP:Iteration 35Q (143701.270000 sec): 3 clusters
  Score: Raw -260635.804527 + Penalty 2605.517768 = -258030.286759
  nChanged 5
		SP:Iteration 36Q (143701.440000 sec): 3 clusters
  Score: Raw -260637.901444 + Penalty 2605.517768 = -258032.383676
  nChanged 5
		SP:Iteration 37Q (143701.620000 sec): 3 clusters
  Score: Raw -260640.196632 + Penalty 2605.517768 = -258034.678864
  nChanged 2
		SP:Iteration 38Q (143701.790000 sec): 3 clusters
  Score: Raw -260640.905123 + Penalty 2605.517768 = -258035.387355
  nChanged 0
		SP:Iteration 39F (143701.970000 sec): 3 clusters
  Score: Raw -260640.905123 + Penalty 2605.517768 = -258035.387355
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 113 (788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143702.050000 sec): 2 clusters
  Score: Raw -59749.189906 + Penalty 1083.793440 = -58665.396466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143702.210000 sec): 3 clusters
  Score: Raw -59530.331727 + Penalty 2167.586879 = -57362.744848
  nChanged 215
		SP:Iteration 1F (143702.370000 sec): 3 clusters
  Score: Raw -59754.322065 + Penalty 2167.586879 = -57586.735185
  nChanged 55
		SP:Iteration 2F (143702.540000 sec): 3 clusters
  Score: Raw -59828.338884 + Penalty 2167.586879 = -57660.752005
  nChanged 31
		SP:Iteration 3Q (143702.700000 sec): 3 clusters
  Score: Raw -59863.072628 + Penalty 2167.586879 = -57695.485749
  nChanged 12
		SP:Iteration 4Q (143702.860000 sec): 3 clusters
  Score: Raw -59875.754758 + Penalty 2167.586879 = -57708.167879
  nChanged 12
		SP:Iteration 5Q (143703.030000 sec): 3 clusters
  Score: Raw -59895.748295 + Penalty 2167.586879 = -57728.161416
  nChanged 9
		SP:Iteration 6Q (143703.190000 sec): 3 clusters
  Score: Raw -59906.232583 + Penalty 2167.586879 = -57738.645704
  nChanged 8
		SP:Iteration 7Q (143703.350000 sec): 3 clusters
  Score: Raw -59915.806175 + Penalty 2167.586879 = -57748.219295
  nChanged 6
		SP:Iteration 8Q (143703.480000 sec): 3 clusters
  Score: Raw -59920.659351 + Penalty 2167.586879 = -57753.072472
  nChanged 2
		SP:Iteration 9Q (143703.510000 sec): 3 clusters
  Score: Raw -59922.683118 + Penalty 2167.586879 = -57755.096239
  nChanged 5
		SP:Iteration 10Q (143703.530000 sec): 3 clusters
  Score: Raw -59927.473088 + Penalty 2167.586879 = -57759.886209
  nChanged 6
		SP:Iteration 11Q (143703.550000 sec): 3 clusters
  Score: Raw -59941.353010 + Penalty 2167.586879 = -57773.766131
  nChanged 11
		SP:Iteration 12Q (143703.670000 sec): 3 clusters
  Score: Raw -59954.303000 + Penalty 2167.586879 = -57786.716121
  nChanged 7
		SP:Iteration 13Q (143703.690000 sec): 3 clusters
  Score: Raw -59959.631601 + Penalty 2167.586879 = -57792.044722
  nChanged 4
		SP:Iteration 14Q (143703.710000 sec): 3 clusters
  Score: Raw -59963.378274 + Penalty 2167.586879 = -57795.791394
  nChanged 2
		SP:Iteration 15Q (143703.730000 sec): 3 clusters
  Score: Raw -59964.764813 + Penalty 2167.586879 = -57797.177934
  nChanged 1
		SP:Iteration 16Q (143703.760000 sec): 3 clusters
  Score: Raw -59965.333462 + Penalty 2167.586879 = -57797.746583
  nChanged 0
		SP:Iteration 17F (143703.780000 sec): 3 clusters
  Score: Raw -59965.333462 + Penalty 2167.586879 = -57797.746583
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 114 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143703.840000 sec): 2 clusters
  Score: Raw -184772.971311 + Penalty 1218.746188 = -183554.225123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143703.880000 sec): 3 clusters
  Score: Raw -184011.437024 + Penalty 2437.492376 = -181573.944648
  nChanged 622
		SP:Iteration 1F (143703.920000 sec): 3 clusters
  Score: Raw -184424.190368 + Penalty 2437.492376 = -181986.697992
  nChanged 147
		SP:Iteration 2F (143703.950000 sec): 3 clusters
  Score: Raw -184519.230499 + Penalty 2437.492376 = -182081.738123
  nChanged 64
		SP:Iteration 3Q (143704.000000 sec): 3 clusters
  Score: Raw -184560.970729 + Penalty 2437.492376 = -182123.478353
  nChanged 47
		SP:Iteration 4Q (143704.030000 sec): 3 clusters
  Score: Raw -184596.857650 + Penalty 2437.492376 = -182159.365274
  nChanged 37
		SP:Iteration 5Q (143704.070000 sec): 3 clusters
  Score: Raw -184626.330276 + Penalty 2437.492376 = -182188.837900
  nChanged 35
		SP:Iteration 6Q (143704.100000 sec): 3 clusters
  Score: Raw -184652.647239 + Penalty 2437.492376 = -182215.154864
  nChanged 30
		SP:Iteration 7Q (143704.140000 sec): 3 clusters
  Score: Raw -184668.022158 + Penalty 2437.492376 = -182230.529782
  nChanged 22
		SP:Iteration 8Q (143704.170000 sec): 3 clusters
  Score: Raw -184681.414199 + Penalty 2437.492376 = -182243.921823
  nChanged 17
		SP:Iteration 9Q (143704.210000 sec): 3 clusters
  Score: Raw -184693.162690 + Penalty 2437.492376 = -182255.670314
  nChanged 18
		SP:Iteration 10Q (143704.250000 sec): 3 clusters
  Score: Raw -184701.493560 + Penalty 2437.492376 = -182264.001185
  nChanged 14
		SP:Iteration 11Q (143704.330000 sec): 3 clusters
  Score: Raw -184709.647689 + Penalty 2437.492376 = -182272.155313
  nChanged 18
		SP:Iteration 12Q (143704.500000 sec): 3 clusters
  Score: Raw -184720.089063 + Penalty 2437.492376 = -182282.596687
  nChanged 11
		SP:Iteration 13Q (143704.680000 sec): 3 clusters
  Score: Raw -184727.970560 + Penalty 2437.492376 = -182290.478184
  nChanged 8
		SP:Iteration 14Q (143704.840000 sec): 3 clusters
  Score: Raw -184732.558887 + Penalty 2437.492376 = -182295.066511
  nChanged 3
		SP:Iteration 15Q (143705.000000 sec): 3 clusters
  Score: Raw -184733.716781 + Penalty 2437.492376 = -182296.224405
  nChanged 3
		SP:Iteration 16Q (143705.180000 sec): 3 clusters
  Score: Raw -184734.641429 + Penalty 2437.492376 = -182297.149054
  nChanged 3
		SP:Iteration 17Q (143705.360000 sec): 3 clusters
  Score: Raw -184735.922963 + Penalty 2437.492376 = -182298.430587
  nChanged 5
		SP:Iteration 18Q (143705.530000 sec): 3 clusters
  Score: Raw -184738.217209 + Penalty 2437.492376 = -182300.724834
  nChanged 5
		SP:Iteration 19Q (143705.710000 sec): 3 clusters
  Score: Raw -184740.246000 + Penalty 2437.492376 = -182302.753624
  nChanged 8
		SP:Iteration 20F (143705.880000 sec): 3 clusters
  Score: Raw -184743.026703 + Penalty 2437.492376 = -182305.534327
  nChanged 5
		SP:Iteration 21Q (143706.060000 sec): 3 clusters
  Score: Raw -184745.745405 + Penalty 2437.492376 = -182308.253029
  nChanged 6
		SP:Iteration 22Q (143706.230000 sec): 3 clusters
  Score: Raw -184747.904833 + Penalty 2437.492376 = -182310.412457
  nChanged 3
		SP:Iteration 23Q (143706.410000 sec): 3 clusters
  Score: Raw -184750.386042 + Penalty 2437.492376 = -182312.893666
  nChanged 3
		SP:Iteration 24Q (143706.580000 sec): 3 clusters
  Score: Raw -184752.011940 + Penalty 2437.492376 = -182314.519564
  nChanged 1
		SP:Iteration 25Q (143706.760000 sec): 3 clusters
  Score: Raw -184752.475831 + Penalty 2437.492376 = -182314.983456
  nChanged 1
		SP:Iteration 26Q (143706.940000 sec): 3 clusters
  Score: Raw -184752.915522 + Penalty 2437.492376 = -182315.423146
  nChanged 1
		SP:Iteration 27Q (143707.110000 sec): 3 clusters
  Score: Raw -184753.544888 + Penalty 2437.492376 = -182316.052512
  nChanged 0
		SP:Iteration 28F (143707.290000 sec): 3 clusters
  Score: Raw -184753.544888 + Penalty 2437.492376 = -182316.052512
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 115 (5685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143707.410000 sec): 2 clusters
  Score: Raw -485580.362122 + Penalty 1404.907791 = -484175.454331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143707.620000 sec): 3 clusters
  Score: Raw -482639.484587 + Penalty 2809.815582 = -479829.669005
  nChanged 2342
		SP:Iteration 1F (143707.840000 sec): 3 clusters
  Score: Raw -484020.844876 + Penalty 2809.815582 = -481211.029294
  nChanged 448
		SP:Iteration 2F (143708.020000 sec): 3 clusters
  Score: Raw -484291.133485 + Penalty 2809.815582 = -481481.317903
  nChanged 324
		SP:Iteration 3F (143708.160000 sec): 3 clusters
  Score: Raw -484501.839939 + Penalty 2809.815582 = -481692.024357
  nChanged 295
		SP:Iteration 4F (143708.330000 sec): 3 clusters
  Score: Raw -484675.798425 + Penalty 2809.815582 = -481865.982843
  nChanged 262
		SP:Iteration 5Q (143708.500000 sec): 3 clusters
  Score: Raw -484841.829524 + Penalty 2809.815582 = -482032.013942
  nChanged 231
		SP:Iteration 6Q (143708.670000 sec): 3 clusters
  Score: Raw -485002.932777 + Penalty 2809.815582 = -482193.117195
  nChanged 223
		SP:Iteration 7Q (143708.840000 sec): 3 clusters
  Score: Raw -485141.990412 + Penalty 2809.815582 = -482332.174830
  nChanged 196
		SP:Iteration 8Q (143709.020000 sec): 3 clusters
  Score: Raw -485266.434710 + Penalty 2809.815582 = -482456.619128
  nChanged 181
		SP:Iteration 9Q (143709.210000 sec): 3 clusters
  Score: Raw -485373.848287 + Penalty 2809.815582 = -482564.032705
  nChanged 138
		SP:Iteration 10Q (143709.400000 sec): 3 clusters
  Score: Raw -485453.583821 + Penalty 2809.815582 = -482643.768239
  nChanged 114
		SP:Iteration 11Q (143709.570000 sec): 3 clusters
  Score: Raw -485510.122049 + Penalty 2809.815582 = -482700.306467
  nChanged 116
		SP:Iteration 12Q (143709.740000 sec): 3 clusters
  Score: Raw -485564.422910 + Penalty 2809.815582 = -482754.607328
  nChanged 90
		SP:Iteration 13Q (143709.920000 sec): 3 clusters
  Score: Raw -485607.928942 + Penalty 2809.815582 = -482798.113360
  nChanged 89
		SP:Iteration 14Q (143710.090000 sec): 3 clusters
  Score: Raw -485648.310131 + Penalty 2809.815582 = -482838.494549
  nChanged 59
		SP:Iteration 15Q (143710.260000 sec): 3 clusters
  Score: Raw -485672.102307 + Penalty 2809.815582 = -482862.286725
  nChanged 47
		SP:Iteration 16Q (143710.430000 sec): 3 clusters
  Score: Raw -485691.712218 + Penalty 2809.815582 = -482881.896636
  nChanged 46
		SP:Iteration 17Q (143710.580000 sec): 3 clusters
  Score: Raw -485713.348095 + Penalty 2809.815582 = -482903.532512
  nChanged 39
		SP:Iteration 18Q (143710.780000 sec): 3 clusters
  Score: Raw -485728.470913 + Penalty 2809.815582 = -482918.655331
  nChanged 44
		SP:Iteration 19Q (143710.950000 sec): 3 clusters
  Score: Raw -485744.843807 + Penalty 2809.815582 = -482935.028225
  nChanged 45
		SP:Iteration 20F (143711.120000 sec): 3 clusters
  Score: Raw -485762.413671 + Penalty 2809.815582 = -482952.598089
  nChanged 39
		SP:Iteration 21Q (143711.290000 sec): 3 clusters
  Score: Raw -485779.239963 + Penalty 2809.815582 = -482969.424381
  nChanged 43
		SP:Iteration 22Q (143711.460000 sec): 3 clusters
  Score: Raw -485800.686609 + Penalty 2809.815582 = -482990.871027
  nChanged 35
		SP:Iteration 23Q (143711.630000 sec): 3 clusters
  Score: Raw -485814.255554 + Penalty 2809.815582 = -483004.439972
  nChanged 34
		SP:Iteration 24Q (143711.800000 sec): 3 clusters
  Score: Raw -485833.836908 + Penalty 2809.815582 = -483024.021326
  nChanged 36
		SP:Iteration 25Q (143711.970000 sec): 3 clusters
  Score: Raw -485854.021474 + Penalty 2809.815582 = -483044.205892
  nChanged 38
		SP:Iteration 26Q (143712.140000 sec): 3 clusters
  Score: Raw -485869.446889 + Penalty 2809.815582 = -483059.631307
  nChanged 35
		SP:Iteration 27Q (143712.310000 sec): 3 clusters
  Score: Raw -485887.815352 + Penalty 2809.815582 = -483077.999770
  nChanged 27
		SP:Iteration 28Q (143712.480000 sec): 3 clusters
  Score: Raw -485900.460054 + Penalty 2809.815582 = -483090.644472
  nChanged 19
		SP:Iteration 29Q (143712.650000 sec): 3 clusters
  Score: Raw -485907.704323 + Penalty 2809.815582 = -483097.888741
  nChanged 16
		SP:Iteration 30Q (143712.820000 sec): 3 clusters
  Score: Raw -485911.272448 + Penalty 2809.815582 = -483101.456866
  nChanged 7
		SP:Iteration 31Q (143712.990000 sec): 3 clusters
  Score: Raw -485913.816661 + Penalty 2809.815582 = -483104.001079
  nChanged 11
		SP:Iteration 32Q (143713.160000 sec): 3 clusters
  Score: Raw -485918.252958 + Penalty 2809.815582 = -483108.437376
  nChanged 11
		SP:Iteration 33Q (143713.330000 sec): 3 clusters
  Score: Raw -485923.188089 + Penalty 2809.815582 = -483113.372507
  nChanged 16
		SP:Iteration 34Q (143713.550000 sec): 3 clusters
  Score: Raw -485930.677894 + Penalty 2809.815582 = -483120.862312
  nChanged 9
		SP:Iteration 35Q (143713.720000 sec): 3 clusters
  Score: Raw -485933.812162 + Penalty 2809.815582 = -483123.996580
  nChanged 6
		SP:Iteration 36Q (143713.920000 sec): 3 clusters
  Score: Raw -485935.937555 + Penalty 2809.815582 = -483126.121973
  nChanged 4
		SP:Iteration 37Q (143714.100000 sec): 3 clusters
  Score: Raw -485937.238033 + Penalty 2809.815582 = -483127.422451
  nChanged 5
		SP:Iteration 38Q (143714.260000 sec): 3 clusters
  Score: Raw -485939.326836 + Penalty 2809.815582 = -483129.511254
  nChanged 6
		SP:Iteration 39Q (143714.440000 sec): 3 clusters
  Score: Raw -485941.080433 + Penalty 2809.815582 = -483131.264851
  nChanged 6
		SP:Iteration 40F (143714.600000 sec): 3 clusters
  Score: Raw -485943.360849 + Penalty 2809.815582 = -483133.545267
  nChanged 7
		SP:Iteration 41Q (143714.780000 sec): 3 clusters
  Score: Raw -485945.330050 + Penalty 2809.815582 = -483135.514468
  nChanged 5
		SP:Iteration 42Q (143714.950000 sec): 3 clusters
  Score: Raw -485947.481625 + Penalty 2809.815582 = -483137.666043
  nChanged 7
		SP:Iteration 43Q (143715.120000 sec): 3 clusters
  Score: Raw -485951.124920 + Penalty 2809.815582 = -483141.309338
  nChanged 5
		SP:Iteration 44Q (143715.290000 sec): 3 clusters
  Score: Raw -485952.703645 + Penalty 2809.815582 = -483142.888063
  nChanged 6
		SP:Iteration 45Q (143715.460000 sec): 3 clusters
  Score: Raw -485955.398992 + Penalty 2809.815582 = -483145.583410
  nChanged 9
		SP:Iteration 46Q (143715.630000 sec): 3 clusters
  Score: Raw -485958.946267 + Penalty 2809.815582 = -483149.130685
  nChanged 2
		SP:Iteration 47Q (143715.800000 sec): 3 clusters
  Score: Raw -485959.513807 + Penalty 2809.815582 = -483149.698225
  nChanged 0
		SP:Iteration 48F (143715.980000 sec): 3 clusters
  Score: Raw -485959.513807 + Penalty 2809.815582 = -483149.698225
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 116 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143716.050000 sec): 2 clusters
  Score: Raw -213943.911876 + Penalty 1249.225050 = -212694.686827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143716.220000 sec): 3 clusters
  Score: Raw -212963.848679 + Penalty 2498.450099 = -210465.398580
  nChanged 782
		SP:Iteration 1F (143716.400000 sec): 3 clusters
  Score: Raw -213456.401121 + Penalty 2498.450099 = -210957.951022
  nChanged 184
		SP:Iteration 2F (143716.580000 sec): 3 clusters
  Score: Raw -213590.340695 + Penalty 2498.450099 = -211091.890596
  nChanged 116
		SP:Iteration 3F (143716.750000 sec): 3 clusters
  Score: Raw -213671.103924 + Penalty 2498.450099 = -211172.653825
  nChanged 89
		SP:Iteration 4Q (143716.930000 sec): 3 clusters
  Score: Raw -213716.079850 + Penalty 2498.450099 = -211217.629751
  nChanged 44
		SP:Iteration 5Q (143717.100000 sec): 3 clusters
  Score: Raw -213739.643983 + Penalty 2498.450099 = -211241.193884
  nChanged 38
		SP:Iteration 6Q (143717.280000 sec): 3 clusters
  Score: Raw -213758.622205 + Penalty 2498.450099 = -211260.172106
  nChanged 27
		SP:Iteration 7Q (143717.460000 sec): 3 clusters
  Score: Raw -213770.760195 + Penalty 2498.450099 = -211272.310096
  nChanged 19
		SP:Iteration 8Q (143717.630000 sec): 3 clusters
  Score: Raw -213782.597606 + Penalty 2498.450099 = -211284.147507
  nChanged 22
		SP:Iteration 9Q (143717.810000 sec): 3 clusters
  Score: Raw -213792.867705 + Penalty 2498.450099 = -211294.417606
  nChanged 19
		SP:Iteration 10Q (143717.980000 sec): 3 clusters
  Score: Raw -213801.605190 + Penalty 2498.450099 = -211303.155091
  nChanged 24
		SP:Iteration 11Q (143718.160000 sec): 3 clusters
  Score: Raw -213815.161523 + Penalty 2498.450099 = -211316.711424
  nChanged 19
		SP:Iteration 12Q (143718.340000 sec): 3 clusters
  Score: Raw -213822.628040 + Penalty 2498.450099 = -211324.177941
  nChanged 13
		SP:Iteration 13Q (143718.510000 sec): 3 clusters
  Score: Raw -213829.626889 + Penalty 2498.450099 = -211331.176790
  nChanged 17
		SP:Iteration 14Q (143718.690000 sec): 3 clusters
  Score: Raw -213837.732512 + Penalty 2498.450099 = -211339.282413
  nChanged 15
		SP:Iteration 15Q (143718.860000 sec): 3 clusters
  Score: Raw -213843.402183 + Penalty 2498.450099 = -211344.952084
  nChanged 10
		SP:Iteration 16Q (143719.040000 sec): 3 clusters
  Score: Raw -213846.866003 + Penalty 2498.450099 = -211348.415904
  nChanged 5
		SP:Iteration 17Q (143719.220000 sec): 3 clusters
  Score: Raw -213849.063563 + Penalty 2498.450099 = -211350.613464
  nChanged 6
		SP:Iteration 18Q (143719.390000 sec): 3 clusters
  Score: Raw -213851.168043 + Penalty 2498.450099 = -211352.717943
  nChanged 4
		SP:Iteration 19Q (143719.570000 sec): 3 clusters
  Score: Raw -213853.441074 + Penalty 2498.450099 = -211354.990975
  nChanged 5
		SP:Iteration 20F (143719.740000 sec): 3 clusters
  Score: Raw -213855.807453 + Penalty 2498.450099 = -211357.357354
  nChanged 6
		SP:Iteration 21Q (143719.920000 sec): 3 clusters
  Score: Raw -213857.959400 + Penalty 2498.450099 = -211359.509301
  nChanged 4
		SP:Iteration 22Q (143720.100000 sec): 3 clusters
  Score: Raw -213860.020172 + Penalty 2498.450099 = -211361.570073
  nChanged 6
		SP:Iteration 23Q (143720.270000 sec): 3 clusters
  Score: Raw -213861.676538 + Penalty 2498.450099 = -211363.226439
  nChanged 7
		SP:Iteration 24Q (143720.490000 sec): 3 clusters
  Score: Raw -213864.026992 + Penalty 2498.450099 = -211365.576893
  nChanged 10
		SP:Iteration 25Q (143720.650000 sec): 3 clusters
  Score: Raw -213867.509797 + Penalty 2498.450099 = -211369.059698
  nChanged 8
		SP:Iteration 26Q (143720.820000 sec): 3 clusters
  Score: Raw -213870.362120 + Penalty 2498.450099 = -211371.912021
  nChanged 4
		SP:Iteration 27Q (143720.980000 sec): 3 clusters
  Score: Raw -213872.365858 + Penalty 2498.450099 = -211373.915759
  nChanged 5
		SP:Iteration 28Q (143721.140000 sec): 3 clusters
  Score: Raw -213873.547468 + Penalty 2498.450099 = -211375.097369
  nChanged 3
		SP:Iteration 29Q (143721.300000 sec): 3 clusters
  Score: Raw -213875.799248 + Penalty 2498.450099 = -211377.349149
  nChanged 3
		SP:Iteration 30Q (143721.460000 sec): 3 clusters
  Score: Raw -213877.364331 + Penalty 2498.450099 = -211378.914232
  nChanged 7
		SP:Iteration 31Q (143721.620000 sec): 3 clusters
  Score: Raw -213880.604507 + Penalty 2498.450099 = -211382.154408
  nChanged 8
		SP:Iteration 32Q (143721.800000 sec): 3 clusters
  Score: Raw -213883.774536 + Penalty 2498.450099 = -211385.324437
  nChanged 6
		SP:Iteration 33Q (143721.980000 sec): 3 clusters
  Score: Raw -213885.106819 + Penalty 2498.450099 = -211386.656720
  nChanged 3
		SP:Iteration 34Q (143722.150000 sec): 3 clusters
  Score: Raw -213885.810936 + Penalty 2498.450099 = -211387.360837
  nChanged 0
		SP:Iteration 35F (143722.330000 sec): 3 clusters
  Score: Raw -213885.810936 + Penalty 2498.450099 = -211387.360837
  nChanged 0
Iteration 259Q (143882.990000 sec): 117 clusters
  Score: Raw -47060525.665693 + Penalty 250148.350832 = -46810377.314861
  nChanged 138
Iteration 260F (144104.300000 sec): 117 clusters
  Score: Raw -47060543.509411 + Penalty 250148.350832 = -46810395.158579
  nChanged 124
Iteration 261Q (144265.920000 sec): 117 clusters
  Score: Raw -47060559.795548 + Penalty 250148.350832 = -46810411.444716
  nChanged 117
Iteration 262Q (144425.400000 sec): 117 clusters
  Score: Raw -47060576.476504 + Penalty 250148.350832 = -46810428.125671
  nChanged 119
Iteration 263Q (144584.670000 sec): 117 clusters
  Score: Raw -47060591.382273 + Penalty 250148.350832 = -46810443.031441
  nChanged 113
Iteration 264Q (144744.540000 sec): 117 clusters
  Score: Raw -47060604.388926 + Penalty 250148.350832 = -46810456.038094
  nChanged 93
Iteration 265Q (144906.280000 sec): 117 clusters
  Score: Raw -47060613.488804 + Penalty 250148.350832 = -46810465.137971
  nChanged 99
Iteration 266Q (145069.330000 sec): 117 clusters
  Score: Raw -47060623.859295 + Penalty 250148.350832 = -46810475.508463
  nChanged 92
Iteration 267Q (145231.630000 sec): 117 clusters
  Score: Raw -47060635.414707 + Penalty 250148.350832 = -46810487.063875
  nChanged 85
Iteration 268Q (145396.160000 sec): 117 clusters
  Score: Raw -47060643.696483 + Penalty 250148.350832 = -46810495.345651
  nChanged 66
Iteration 269Q (145556.720000 sec): 117 clusters
  Score: Raw -47060650.289845 + Penalty 250148.350832 = -46810501.939012
  nChanged 63
Iteration 270Q (145718.840000 sec): 117 clusters
  Score: Raw -47060656.327635 + Penalty 250148.350832 = -46810507.976802
  nChanged 59
Iteration 271Q (145879.410000 sec): 117 clusters
  Score: Raw -47060662.530135 + Penalty 250148.350832 = -46810514.179302
  nChanged 65
Iteration 272Q (146040.490000 sec): 117 clusters
  Score: Raw -47060668.397808 + Penalty 250148.350832 = -46810520.046976
  nChanged 57
Iteration 273Q (146205.680000 sec): 117 clusters
  Score: Raw -47060674.819610 + Penalty 250148.350832 = -46810526.468778
  nChanged 52
Iteration 274Q (146368.610000 sec): 117 clusters
  Score: Raw -47060680.133852 + Penalty 250148.350832 = -46810531.783019
  nChanged 59
Iteration 275Q (146530.790000 sec): 117 clusters
  Score: Raw -47060686.586380 + Penalty 250148.350832 = -46810538.235548
  nChanged 53
Iteration 276Q (146693.760000 sec): 117 clusters
  Score: Raw -47060692.856499 + Penalty 250148.350832 = -46810544.505667
  nChanged 55
Iteration 277Q (146857.360000 sec): 117 clusters
  Score: Raw -47060699.261657 + Penalty 250148.350832 = -46810550.910825
  nChanged 48
Iteration 278Q (147021.450000 sec): 117 clusters
  Score: Raw -47060704.476895 + Penalty 250148.350832 = -46810556.126063
  nChanged 45
Iteration 279Q (147183.100000 sec): 117 clusters
  Score: Raw -47060708.248120 + Penalty 250148.350832 = -46810559.897288
  nChanged 28
Iteration 280F (147407.080000 sec): 117 clusters
  Score: Raw -47060711.429271 + Penalty 250148.350832 = -46810563.078439
  nChanged 22
Iteration 281Q (147570.640000 sec): 117 clusters
  Score: Raw -47060713.642691 + Penalty 250148.350832 = -46810565.291858
  nChanged 18
Iteration 282Q (147732.830000 sec): 117 clusters
  Score: Raw -47060715.600022 + Penalty 250148.350832 = -46810567.249190
  nChanged 14
Iteration 283Q (147892.770000 sec): 117 clusters
  Score: Raw -47060717.463068 + Penalty 250148.350832 = -46810569.112235
  nChanged 21
Iteration 284Q (148055.390000 sec): 117 clusters
  Score: Raw -47060720.568239 + Penalty 250148.350832 = -46810572.217407
  nChanged 22
Iteration 285Q (148210.550000 sec): 117 clusters
  Score: Raw -47060723.296283 + Penalty 250148.350832 = -46810574.945451
  nChanged 29
Iteration 286Q (148372.810000 sec): 117 clusters
  Score: Raw -47060727.443002 + Penalty 250148.350832 = -46810579.092169
  nChanged 35
Iteration 287Q (148536.980000 sec): 117 clusters
  Score: Raw -47060731.719610 + Penalty 250148.350832 = -46810583.368777
  nChanged 27
Iteration 288Q (148698.070000 sec): 117 clusters
  Score: Raw -47060734.140438 + Penalty 250148.350832 = -46810585.789606
  nChanged 20
Iteration 289Q (148862.070000 sec): 117 clusters
  Score: Raw -47060736.050380 + Penalty 250148.350832 = -46810587.699547
  nChanged 16
Iteration 290Q (149024.360000 sec): 117 clusters
  Score: Raw -47060737.463858 + Penalty 250148.350832 = -46810589.113026
  nChanged 16
Iteration 291Q (149186.050000 sec): 117 clusters
  Score: Raw -47060738.710898 + Penalty 250148.350832 = -46810590.360066
  nChanged 13
Iteration 292Q (149347.690000 sec): 117 clusters
  Score: Raw -47060739.950074 + Penalty 250148.350832 = -46810591.599242
  nChanged 8
Iteration 293Q (149509.050000 sec): 117 clusters
  Score: Raw -47060740.939718 + Penalty 250148.350832 = -46810592.588886
  nChanged 8
Iteration 294Q (149672.020000 sec): 117 clusters
  Score: Raw -47060741.586195 + Penalty 250148.350832 = -46810593.235362
  nChanged 9
Iteration 295Q (149835.850000 sec): 117 clusters
  Score: Raw -47060742.153089 + Penalty 250148.350832 = -46810593.802256
  nChanged 5
Iteration 296Q (149995.140000 sec): 117 clusters
  Score: Raw -47060742.540513 + Penalty 250148.350832 = -46810594.189681
  nChanged 2
Iteration 297Q (150157.750000 sec): 117 clusters
  Score: Raw -47060742.690828 + Penalty 250148.350832 = -46810594.339996
  nChanged 2
Iteration 298Q (150318.260000 sec): 117 clusters
  Score: Raw -47060742.875337 + Penalty 250148.350832 = -46810594.524505
  nChanged 1
Writing temp clu file 
Because OldScore, -46810594.339996, is greater than current (better) Score,-46810594.524505 
 Compute initial score before splitting:   Score: Raw -47060742.875337 + Penalty 250148.350832 = -46810594.524505
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (3822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150318.420000 sec): 2 clusters
  Score: Raw -268310.852702 + Penalty 1340.385983 = -266970.466719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150318.600000 sec): 3 clusters
  Score: Raw -266442.650435 + Penalty 2680.771966 = -263761.878469
  nChanged 1507
		SP:Iteration 1F (150318.780000 sec): 3 clusters
  Score: Raw -267526.172051 + Penalty 2680.771966 = -264845.400085
  nChanged 371
		SP:Iteration 2F (150318.950000 sec): 3 clusters
  Score: Raw -267846.598373 + Penalty 2680.771966 = -265165.826407
  nChanged 270
		SP:Iteration 3F (150319.130000 sec): 3 clusters
  Score: Raw -268095.984962 + Penalty 2680.771966 = -265415.212996
  nChanged 232
		SP:Iteration 4F (150319.310000 sec): 3 clusters
  Score: Raw -268286.873192 + Penalty 2680.771966 = -265606.101226
  nChanged 194
		SP:Iteration 5F (150319.480000 sec): 3 clusters
  Score: Raw -268405.282125 + Penalty 2680.771966 = -265724.510160
  nChanged 137
		SP:Iteration 6Q (150319.660000 sec): 3 clusters
  Score: Raw -268503.039009 + Penalty 2680.771966 = -265822.267043
  nChanged 102
		SP:Iteration 7Q (150319.850000 sec): 3 clusters
  Score: Raw -268567.656597 + Penalty 2680.771966 = -265886.884632
  nChanged 81
		SP:Iteration 8Q (150320.050000 sec): 3 clusters
  Score: Raw -268605.919588 + Penalty 2680.771966 = -265925.147622
  nChanged 62
		SP:Iteration 9Q (150320.240000 sec): 3 clusters
  Score: Raw -268642.527806 + Penalty 2680.771966 = -265961.755840
  nChanged 63
		SP:Iteration 10Q (150320.420000 sec): 3 clusters
  Score: Raw -268680.886131 + Penalty 2680.771966 = -266000.114165
  nChanged 65
		SP:Iteration 11Q (150320.590000 sec): 3 clusters
  Score: Raw -268710.870086 + Penalty 2680.771966 = -266030.098120
  nChanged 63
		SP:Iteration 12Q (150320.770000 sec): 3 clusters
  Score: Raw -268742.679979 + Penalty 2680.771966 = -266061.908013
  nChanged 50
		SP:Iteration 13Q (150320.950000 sec): 3 clusters
  Score: Raw -268763.844405 + Penalty 2680.771966 = -266083.072440
  nChanged 37
		SP:Iteration 14Q (150321.120000 sec): 3 clusters
  Score: Raw -268781.904776 + Penalty 2680.771966 = -266101.132811
  nChanged 32
		SP:Iteration 15Q (150321.300000 sec): 3 clusters
  Score: Raw -268796.335390 + Penalty 2680.771966 = -266115.563424
  nChanged 26
		SP:Iteration 16Q (150321.470000 sec): 3 clusters
  Score: Raw -268808.532117 + Penalty 2680.771966 = -266127.760152
  nChanged 25
		SP:Iteration 17Q (150321.620000 sec): 3 clusters
  Score: Raw -268818.615324 + Penalty 2680.771966 = -266137.843358
  nChanged 25
		SP:Iteration 18Q (150321.820000 sec): 3 clusters
  Score: Raw -268827.748659 + Penalty 2680.771966 = -266146.976693
  nChanged 22
		SP:Iteration 19Q (150322.000000 sec): 3 clusters
  Score: Raw -268835.996277 + Penalty 2680.771966 = -266155.224311
  nChanged 11
		SP:Iteration 20F (150322.170000 sec): 3 clusters
  Score: Raw -268839.368059 + Penalty 2680.771966 = -266158.596094
  nChanged 10
		SP:Iteration 21Q (150322.350000 sec): 3 clusters
  Score: Raw -268843.636286 + Penalty 2680.771966 = -266162.864320
  nChanged 11
		SP:Iteration 22Q (150322.530000 sec): 3 clusters
  Score: Raw -268847.875046 + Penalty 2680.771966 = -266167.103081
  nChanged 14
		SP:Iteration 23Q (150322.700000 sec): 3 clusters
  Score: Raw -268852.286383 + Penalty 2680.771966 = -266171.514418
  nChanged 14
		SP:Iteration 24Q (150322.880000 sec): 3 clusters
  Score: Raw -268856.275690 + Penalty 2680.771966 = -266175.503725
  nChanged 13
		SP:Iteration 25Q (150323.050000 sec): 3 clusters
  Score: Raw -268860.460743 + Penalty 2680.771966 = -266179.688777
  nChanged 7
		SP:Iteration 26Q (150323.230000 sec): 3 clusters
  Score: Raw -268865.338823 + Penalty 2680.771966 = -266184.566858
  nChanged 15
		SP:Iteration 27Q (150323.410000 sec): 3 clusters
  Score: Raw -268871.299365 + Penalty 2680.771966 = -266190.527400
  nChanged 18
		SP:Iteration 28Q (150323.580000 sec): 3 clusters
  Score: Raw -268879.865443 + Penalty 2680.771966 = -266199.093477
  nChanged 22
		SP:Iteration 29Q (150323.750000 sec): 3 clusters
  Score: Raw -268889.640287 + Penalty 2680.771966 = -266208.868321
  nChanged 16
		SP:Iteration 30Q (150323.950000 sec): 3 clusters
  Score: Raw -268896.762981 + Penalty 2680.771966 = -266215.991016
  nChanged 16
		SP:Iteration 31Q (150324.110000 sec): 3 clusters
  Score: Raw -268902.693751 + Penalty 2680.771966 = -266221.921786
  nChanged 16
		SP:Iteration 32Q (150324.270000 sec): 3 clusters
  Score: Raw -268910.922846 + Penalty 2680.771966 = -266230.150880
  nChanged 17
		SP:Iteration 33Q (150324.430000 sec): 3 clusters
  Score: Raw -268918.302463 + Penalty 2680.771966 = -266237.530497
  nChanged 10
		SP:Iteration 34Q (150324.590000 sec): 3 clusters
  Score: Raw -268921.282435 + Penalty 2680.771966 = -266240.510469
  nChanged 8
		SP:Iteration 35Q (150324.750000 sec): 3 clusters
  Score: Raw -268923.487922 + Penalty 2680.771966 = -266242.715956
  nChanged 6
		SP:Iteration 36Q (150324.910000 sec): 3 clusters
  Score: Raw -268925.647979 + Penalty 2680.771966 = -266244.876013
  nChanged 5
		SP:Iteration 37Q (150325.070000 sec): 3 clusters
  Score: Raw -268928.280383 + Penalty 2680.771966 = -266247.508418
  nChanged 6
		SP:Iteration 38Q (150325.230000 sec): 3 clusters
  Score: Raw -268931.024875 + Penalty 2680.771966 = -266250.252910
  nChanged 5
		SP:Iteration 39Q (150325.390000 sec): 3 clusters
  Score: Raw -268932.667195 + Penalty 2680.771966 = -266251.895230
  nChanged 1
		SP:Iteration 40F (150325.550000 sec): 3 clusters
  Score: Raw -268932.926464 + Penalty 2680.771966 = -266252.154498
  nChanged 1
		SP:Iteration 41Q (150325.710000 sec): 3 clusters
  Score: Raw -268933.124358 + Penalty 2680.771966 = -266252.352392
  nChanged 0
		SP:Iteration 42F (150325.870000 sec): 3 clusters
  Score: Raw -268933.124358 + Penalty 2680.771966 = -266252.352392
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (3642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150325.970000 sec): 2 clusters
  Score: Raw -264854.196537 + Penalty 1332.546842 = -263521.649695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150326.130000 sec): 3 clusters
  Score: Raw -263076.889294 + Penalty 2665.093685 = -260411.795609
  nChanged 1426
		SP:Iteration 1F (150326.290000 sec): 3 clusters
  Score: Raw -263972.509892 + Penalty 2665.093685 = -261307.416207
  nChanged 342
		SP:Iteration 2F (150326.450000 sec): 3 clusters
  Score: Raw -264230.327698 + Penalty 2665.093685 = -261565.234014
  nChanged 235
		SP:Iteration 3F (150326.610000 sec): 3 clusters
  Score: Raw -264380.834035 + Penalty 2665.093685 = -261715.740350
  nChanged 174
		SP:Iteration 4Q (150326.780000 sec): 3 clusters
  Score: Raw -264495.973485 + Penalty 2665.093685 = -261830.879800
  nChanged 142
		SP:Iteration 5Q (150326.960000 sec): 3 clusters
  Score: Raw -264595.481752 + Penalty 2665.093685 = -261930.388067
  nChanged 132
		SP:Iteration 6Q (150327.140000 sec): 3 clusters
  Score: Raw -264691.452411 + Penalty 2665.093685 = -262026.358727
  nChanged 126
		SP:Iteration 7Q (150327.310000 sec): 3 clusters
  Score: Raw -264791.458809 + Penalty 2665.093685 = -262126.365124
  nChanged 105
		SP:Iteration 8Q (150327.490000 sec): 3 clusters
  Score: Raw -264864.625759 + Penalty 2665.093685 = -262199.532074
  nChanged 85
		SP:Iteration 9Q (150327.660000 sec): 3 clusters
  Score: Raw -264928.948759 + Penalty 2665.093685 = -262263.855074
  nChanged 80
		SP:Iteration 10Q (150327.840000 sec): 3 clusters
  Score: Raw -264973.309246 + Penalty 2665.093685 = -262308.215562
  nChanged 54
		SP:Iteration 11Q (150328.020000 sec): 3 clusters
  Score: Raw -265002.404247 + Penalty 2665.093685 = -262337.310563
  nChanged 39
		SP:Iteration 12Q (150328.190000 sec): 3 clusters
  Score: Raw -265023.089681 + Penalty 2665.093685 = -262357.995997
  nChanged 37
		SP:Iteration 13Q (150328.380000 sec): 3 clusters
  Score: Raw -265039.172088 + Penalty 2665.093685 = -262374.078403
  nChanged 29
		SP:Iteration 14Q (150328.460000 sec): 3 clusters
  Score: Raw -265051.917853 + Penalty 2665.093685 = -262386.824168
  nChanged 33
		SP:Iteration 15Q (150328.530000 sec): 3 clusters
  Score: Raw -265065.730298 + Penalty 2665.093685 = -262400.636613
  nChanged 26
		SP:Iteration 16Q (150328.590000 sec): 3 clusters
  Score: Raw -265077.294356 + Penalty 2665.093685 = -262412.200671
  nChanged 24
		SP:Iteration 17Q (150328.660000 sec): 3 clusters
  Score: Raw -265086.172643 + Penalty 2665.093685 = -262421.078958
  nChanged 21
		SP:Iteration 18Q (150328.730000 sec): 3 clusters
  Score: Raw -265097.991419 + Penalty 2665.093685 = -262432.897734
  nChanged 21
		SP:Iteration 19Q (150328.790000 sec): 3 clusters
  Score: Raw -265108.333914 + Penalty 2665.093685 = -262443.240230
  nChanged 30
		SP:Iteration 20F (150328.860000 sec): 3 clusters
  Score: Raw -265128.595058 + Penalty 2665.093685 = -262463.501373
  nChanged 35
		SP:Iteration 21Q (150328.920000 sec): 3 clusters
  Score: Raw -265146.317437 + Penalty 2665.093685 = -262481.223753
  nChanged 29
		SP:Iteration 22Q (150328.980000 sec): 3 clusters
  Score: Raw -265159.125384 + Penalty 2665.093685 = -262494.031699
  nChanged 31
		SP:Iteration 23Q (150329.050000 sec): 3 clusters
  Score: Raw -265178.502296 + Penalty 2665.093685 = -262513.408611
  nChanged 41
		SP:Iteration 24Q (150329.120000 sec): 3 clusters
  Score: Raw -265197.812748 + Penalty 2665.093685 = -262532.719064
  nChanged 36
		SP:Iteration 25Q (150329.180000 sec): 3 clusters
  Score: Raw -265211.343180 + Penalty 2665.093685 = -262546.249495
  nChanged 25
		SP:Iteration 26Q (150329.240000 sec): 3 clusters
  Score: Raw -265221.098129 + Penalty 2665.093685 = -262556.004445
  nChanged 20
		SP:Iteration 27Q (150329.310000 sec): 3 clusters
  Score: Raw -265226.850759 + Penalty 2665.093685 = -262561.757074
  nChanged 13
		SP:Iteration 28Q (150329.370000 sec): 3 clusters
  Score: Raw -265230.279388 + Penalty 2665.093685 = -262565.185703
  nChanged 9
		SP:Iteration 29Q (150329.440000 sec): 3 clusters
  Score: Raw -265233.608682 + Penalty 2665.093685 = -262568.514997
  nChanged 11
		SP:Iteration 30Q (150329.500000 sec): 3 clusters
  Score: Raw -265237.013854 + Penalty 2665.093685 = -262571.920170
  nChanged 9
		SP:Iteration 31Q (150329.560000 sec): 3 clusters
  Score: Raw -265239.984772 + Penalty 2665.093685 = -262574.891088
  nChanged 8
		SP:Iteration 32Q (150329.630000 sec): 3 clusters
  Score: Raw -265243.540055 + Penalty 2665.093685 = -262578.446370
  nChanged 9
		SP:Iteration 33Q (150329.690000 sec): 3 clusters
  Score: Raw -265246.261888 + Penalty 2665.093685 = -262581.168204
  nChanged 9
		SP:Iteration 34Q (150329.760000 sec): 3 clusters
  Score: Raw -265248.772846 + Penalty 2665.093685 = -262583.679161
  nChanged 11
		SP:Iteration 35Q (150329.820000 sec): 3 clusters
  Score: Raw -265251.014500 + Penalty 2665.093685 = -262585.920815
  nChanged 10
		SP:Iteration 36Q (150329.890000 sec): 3 clusters
  Score: Raw -265254.563856 + Penalty 2665.093685 = -262589.470171
  nChanged 6
		SP:Iteration 37Q (150329.950000 sec): 3 clusters
  Score: Raw -265256.636550 + Penalty 2665.093685 = -262591.542865
  nChanged 8
		SP:Iteration 38Q (150330.150000 sec): 3 clusters
  Score: Raw -265258.499442 + Penalty 2665.093685 = -262593.405757
  nChanged 5
		SP:Iteration 39Q (150330.230000 sec): 3 clusters
  Score: Raw -265259.971108 + Penalty 2665.093685 = -262594.877424
  nChanged 8
		SP:Iteration 40F (150330.300000 sec): 3 clusters
  Score: Raw -265262.775851 + Penalty 2665.093685 = -262597.682166
  nChanged 7
		SP:Iteration 41Q (150330.370000 sec): 3 clusters
  Score: Raw -265265.092994 + Penalty 2665.093685 = -262599.999310
  nChanged 8
		SP:Iteration 42Q (150330.430000 sec): 3 clusters
  Score: Raw -265267.042281 + Penalty 2665.093685 = -262601.948596
  nChanged 5
		SP:Iteration 43Q (150330.500000 sec): 3 clusters
  Score: Raw -265268.290065 + Penalty 2665.093685 = -262603.196380
  nChanged 6
		SP:Iteration 44Q (150330.560000 sec): 3 clusters
  Score: Raw -265269.947943 + Penalty 2665.093685 = -262604.854258
  nChanged 7
		SP:Iteration 45Q (150330.620000 sec): 3 clusters
  Score: Raw -265271.215964 + Penalty 2665.093685 = -262606.122280
  nChanged 3
		SP:Iteration 46Q (150330.770000 sec): 3 clusters
  Score: Raw -265271.815358 + Penalty 2665.093685 = -262606.721674
  nChanged 1
		SP:Iteration 47Q (150330.970000 sec): 3 clusters
  Score: Raw -265271.880370 + Penalty 2665.093685 = -262606.786685
  nChanged 0
		SP:Iteration 48F (150331.150000 sec): 3 clusters
  Score: Raw -265271.880370 + Penalty 2665.093685 = -262606.786685
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (3120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150331.250000 sec): 2 clusters
  Score: Raw -252051.859853 + Penalty 1307.408096 = -250744.451757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150331.430000 sec): 3 clusters
  Score: Raw -250579.890474 + Penalty 2614.816191 = -247965.074282
  nChanged 1193
		SP:Iteration 1F (150331.600000 sec): 3 clusters
  Score: Raw -251364.942988 + Penalty 2614.816191 = -248750.126797
  nChanged 257
		SP:Iteration 2F (150331.780000 sec): 3 clusters
  Score: Raw -251588.006825 + Penalty 2614.816191 = -248973.190633
  nChanged 203
		SP:Iteration 3F (150331.960000 sec): 3 clusters
  Score: Raw -251771.454700 + Penalty 2614.816191 = -249156.638509
  nChanged 169
		SP:Iteration 4F (150332.130000 sec): 3 clusters
  Score: Raw -251923.257687 + Penalty 2614.816191 = -249308.441496
  nChanged 140
		SP:Iteration 5Q (150332.310000 sec): 3 clusters
  Score: Raw -252039.193505 + Penalty 2614.816191 = -249424.377313
  nChanged 115
		SP:Iteration 6Q (150332.480000 sec): 3 clusters
  Score: Raw -252130.292590 + Penalty 2614.816191 = -249515.476399
  nChanged 108
		SP:Iteration 7Q (150332.660000 sec): 3 clusters
  Score: Raw -252211.611372 + Penalty 2614.816191 = -249596.795181
  nChanged 79
		SP:Iteration 8Q (150332.760000 sec): 3 clusters
  Score: Raw -252275.775381 + Penalty 2614.816191 = -249660.959190
  nChanged 74
		SP:Iteration 9Q (150332.820000 sec): 3 clusters
  Score: Raw -252327.006394 + Penalty 2614.816191 = -249712.190203
  nChanged 63
		SP:Iteration 10Q (150332.870000 sec): 3 clusters
  Score: Raw -252370.690611 + Penalty 2614.816191 = -249755.874419
  nChanged 50
		SP:Iteration 11Q (150332.930000 sec): 3 clusters
  Score: Raw -252395.290319 + Penalty 2614.816191 = -249780.474128
  nChanged 34
		SP:Iteration 12Q (150332.980000 sec): 3 clusters
  Score: Raw -252410.226771 + Penalty 2614.816191 = -249795.410580
  nChanged 23
		SP:Iteration 13Q (150333.040000 sec): 3 clusters
  Score: Raw -252417.928578 + Penalty 2614.816191 = -249803.112387
  nChanged 16
		SP:Iteration 14Q (150333.090000 sec): 3 clusters
  Score: Raw -252423.835804 + Penalty 2614.816191 = -249809.019612
  nChanged 12
		SP:Iteration 15Q (150333.150000 sec): 3 clusters
  Score: Raw -252429.989226 + Penalty 2614.816191 = -249815.173035
  nChanged 19
		SP:Iteration 16Q (150333.200000 sec): 3 clusters
  Score: Raw -252437.394796 + Penalty 2614.816191 = -249822.578604
  nChanged 13
		SP:Iteration 17Q (150333.260000 sec): 3 clusters
  Score: Raw -252441.954180 + Penalty 2614.816191 = -249827.137989
  nChanged 12
		SP:Iteration 18Q (150333.420000 sec): 3 clusters
  Score: Raw -252448.042124 + Penalty 2614.816191 = -249833.225933
  nChanged 12
		SP:Iteration 19Q (150333.590000 sec): 3 clusters
  Score: Raw -252452.454141 + Penalty 2614.816191 = -249837.637949
  nChanged 10
		SP:Iteration 20F (150333.770000 sec): 3 clusters
  Score: Raw -252457.013385 + Penalty 2614.816191 = -249842.197193
  nChanged 13
		SP:Iteration 21Q (150333.940000 sec): 3 clusters
  Score: Raw -252462.625330 + Penalty 2614.816191 = -249847.809139
  nChanged 10
		SP:Iteration 22Q (150334.120000 sec): 3 clusters
  Score: Raw -252466.345849 + Penalty 2614.816191 = -249851.529658
  nChanged 14
		SP:Iteration 23Q (150334.300000 sec): 3 clusters
  Score: Raw -252471.484007 + Penalty 2614.816191 = -249856.667816
  nChanged 4
		SP:Iteration 24Q (150334.440000 sec): 3 clusters
  Score: Raw -252472.752813 + Penalty 2614.816191 = -249857.936622
  nChanged 7
		SP:Iteration 25Q (150334.500000 sec): 3 clusters
  Score: Raw -252476.094935 + Penalty 2614.816191 = -249861.278743
  nChanged 5
		SP:Iteration 26Q (150334.550000 sec): 3 clusters
  Score: Raw -252477.861320 + Penalty 2614.816191 = -249863.045129
  nChanged 3
		SP:Iteration 27Q (150334.610000 sec): 3 clusters
  Score: Raw -252478.666964 + Penalty 2614.816191 = -249863.850772
  nChanged 3
		SP:Iteration 28Q (150334.660000 sec): 3 clusters
  Score: Raw -252479.165459 + Penalty 2614.816191 = -249864.349268
  nChanged 2
		SP:Iteration 29Q (150334.720000 sec): 3 clusters
  Score: Raw -252479.810484 + Penalty 2614.816191 = -249864.994293
  nChanged 1
		SP:Iteration 30Q (150334.780000 sec): 3 clusters
  Score: Raw -252480.150624 + Penalty 2614.816191 = -249865.334433
  nChanged 0
		SP:Iteration 31F (150334.840000 sec): 3 clusters
  Score: Raw -252480.150624 + Penalty 2614.816191 = -249865.334433
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (3392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150334.940000 sec): 2 clusters
  Score: Raw -275304.604128 + Penalty 1320.990937 = -273983.613191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150335.110000 sec): 3 clusters
  Score: Raw -273693.160255 + Penalty 2641.981874 = -271051.178381
  nChanged 1298
		SP:Iteration 1F (150335.290000 sec): 3 clusters
  Score: Raw -274477.986377 + Penalty 2641.981874 = -271836.004503
  nChanged 272
		SP:Iteration 2F (150335.460000 sec): 3 clusters
  Score: Raw -274689.674319 + Penalty 2641.981874 = -272047.692445
  nChanged 222
		SP:Iteration 3F (150335.640000 sec): 3 clusters
  Score: Raw -274860.278874 + Penalty 2641.981874 = -272218.297000
  nChanged 184
		SP:Iteration 4F (150335.820000 sec): 3 clusters
  Score: Raw -274988.038406 + Penalty 2641.981874 = -272346.056532
  nChanged 140
		SP:Iteration 5Q (150335.990000 sec): 3 clusters
  Score: Raw -275078.494870 + Penalty 2641.981874 = -272436.512996
  nChanged 103
		SP:Iteration 6Q (150336.060000 sec): 3 clusters
  Score: Raw -275135.454066 + Penalty 2641.981874 = -272493.472192
  nChanged 82
		SP:Iteration 7Q (150336.120000 sec): 3 clusters
  Score: Raw -275180.453692 + Penalty 2641.981874 = -272538.471818
  nChanged 89
		SP:Iteration 8Q (150336.200000 sec): 3 clusters
  Score: Raw -275230.544295 + Penalty 2641.981874 = -272588.562421
  nChanged 78
		SP:Iteration 9Q (150336.270000 sec): 3 clusters
  Score: Raw -275273.209718 + Penalty 2641.981874 = -272631.227844
  nChanged 73
		SP:Iteration 10Q (150336.420000 sec): 3 clusters
  Score: Raw -275306.727584 + Penalty 2641.981874 = -272664.745710
  nChanged 50
		SP:Iteration 11Q (150336.590000 sec): 3 clusters
  Score: Raw -275329.702590 + Penalty 2641.981874 = -272687.720716
  nChanged 49
		SP:Iteration 12Q (150336.660000 sec): 3 clusters
  Score: Raw -275350.127406 + Penalty 2641.981874 = -272708.145532
  nChanged 45
		SP:Iteration 13Q (150336.720000 sec): 3 clusters
  Score: Raw -275369.085082 + Penalty 2641.981874 = -272727.103208
  nChanged 40
		SP:Iteration 14Q (150336.790000 sec): 3 clusters
  Score: Raw -275391.706238 + Penalty 2641.981874 = -272749.724364
  nChanged 38
		SP:Iteration 15Q (150336.860000 sec): 3 clusters
  Score: Raw -275413.335086 + Penalty 2641.981874 = -272771.353212
  nChanged 42
		SP:Iteration 16Q (150336.920000 sec): 3 clusters
  Score: Raw -275432.079892 + Penalty 2641.981874 = -272790.098018
  nChanged 40
		SP:Iteration 17Q (150336.990000 sec): 3 clusters
  Score: Raw -275453.309876 + Penalty 2641.981874 = -272811.328002
  nChanged 42
		SP:Iteration 18Q (150337.050000 sec): 3 clusters
  Score: Raw -275477.260238 + Penalty 2641.981874 = -272835.278364
  nChanged 51
		SP:Iteration 19Q (150337.110000 sec): 3 clusters
  Score: Raw -275514.373587 + Penalty 2641.981874 = -272872.391713
  nChanged 62
		SP:Iteration 20F (150337.170000 sec): 3 clusters
  Score: Raw -275564.922666 + Penalty 2641.981874 = -272922.940792
  nChanged 63
		SP:Iteration 21Q (150337.240000 sec): 3 clusters
  Score: Raw -275622.621334 + Penalty 2641.981874 = -272980.639460
  nChanged 64
		SP:Iteration 22Q (150337.300000 sec): 3 clusters
  Score: Raw -275679.147769 + Penalty 2641.981874 = -273037.165895
  nChanged 73
		SP:Iteration 23Q (150337.360000 sec): 3 clusters
  Score: Raw -275741.176711 + Penalty 2641.981874 = -273099.194837
  nChanged 60
		SP:Iteration 24Q (150337.420000 sec): 3 clusters
  Score: Raw -275795.128344 + Penalty 2641.981874 = -273153.146470
  nChanged 65
		SP:Iteration 25Q (150337.480000 sec): 3 clusters
  Score: Raw -275843.857488 + Penalty 2641.981874 = -273201.875614
  nChanged 54
		SP:Iteration 26Q (150337.540000 sec): 3 clusters
  Score: Raw -275888.312125 + Penalty 2641.981874 = -273246.330251
  nChanged 46
		SP:Iteration 27Q (150337.640000 sec): 3 clusters
  Score: Raw -275925.323583 + Penalty 2641.981874 = -273283.341709
  nChanged 38
		SP:Iteration 28Q (150337.820000 sec): 3 clusters
  Score: Raw -275952.321153 + Penalty 2641.981874 = -273310.339279
  nChanged 34
		SP:Iteration 29Q (150337.990000 sec): 3 clusters
  Score: Raw -275969.908996 + Penalty 2641.981874 = -273327.927122
  nChanged 31
		SP:Iteration 30Q (150338.170000 sec): 3 clusters
  Score: Raw -275987.712991 + Penalty 2641.981874 = -273345.731117
  nChanged 30
		SP:Iteration 31Q (150338.340000 sec): 3 clusters
  Score: Raw -276007.327122 + Penalty 2641.981874 = -273365.345248
  nChanged 29
		SP:Iteration 32Q (150338.520000 sec): 3 clusters
  Score: Raw -276024.961949 + Penalty 2641.981874 = -273382.980075
  nChanged 21
		SP:Iteration 33Q (150338.700000 sec): 3 clusters
  Score: Raw -276033.501028 + Penalty 2641.981874 = -273391.519154
  nChanged 22
		SP:Iteration 34Q (150338.870000 sec): 3 clusters
  Score: Raw -276041.318963 + Penalty 2641.981874 = -273399.337089
  nChanged 11
		SP:Iteration 35Q (150339.050000 sec): 3 clusters
  Score: Raw -276044.685194 + Penalty 2641.981874 = -273402.703320
  nChanged 12
		SP:Iteration 36Q (150339.220000 sec): 3 clusters
  Score: Raw -276049.652286 + Penalty 2641.981874 = -273407.670412
  nChanged 6
		SP:Iteration 37Q (150339.400000 sec): 3 clusters
  Score: Raw -276052.101172 + Penalty 2641.981874 = -273410.119298
  nChanged 7
		SP:Iteration 38Q (150339.580000 sec): 3 clusters
  Score: Raw -276053.397914 + Penalty 2641.981874 = -273411.416040
  nChanged 2
		SP:Iteration 39Q (150339.750000 sec): 3 clusters
  Score: Raw -276054.018874 + Penalty 2641.981874 = -273412.037000
  nChanged 2
		SP:Iteration 40F (150339.930000 sec): 3 clusters
  Score: Raw -276054.426590 + Penalty 2641.981874 = -273412.444716
  nChanged 2
		SP:Iteration 41Q (150340.100000 sec): 3 clusters
  Score: Raw -276054.748596 + Penalty 2641.981874 = -273412.766722
  nChanged 1
		SP:Iteration 42Q (150340.280000 sec): 3 clusters
  Score: Raw -276055.300495 + Penalty 2641.981874 = -273413.318621
  nChanged 3
		SP:Iteration 43Q (150340.460000 sec): 3 clusters
  Score: Raw -276057.019742 + Penalty 2641.981874 = -273415.037868
  nChanged 4
		SP:Iteration 44Q (150340.630000 sec): 3 clusters
  Score: Raw -276058.579369 + Penalty 2641.981874 = -273416.597495
  nChanged 6
		SP:Iteration 45Q (150340.810000 sec): 3 clusters
  Score: Raw -276060.032317 + Penalty 2641.981874 = -273418.050443
  nChanged 2
		SP:Iteration 46Q (150340.980000 sec): 3 clusters
  Score: Raw -276060.936348 + Penalty 2641.981874 = -273418.954474
  nChanged 3
		SP:Iteration 47Q (150341.160000 sec): 3 clusters
  Score: Raw -276062.434505 + Penalty 2641.981874 = -273420.452631
  nChanged 4
		SP:Iteration 48Q (150341.340000 sec): 3 clusters
  Score: Raw -276063.163280 + Penalty 2641.981874 = -273421.181406
  nChanged 3
		SP:Iteration 49Q (150341.510000 sec): 3 clusters
  Score: Raw -276064.138922 + Penalty 2641.981874 = -273422.157048
  nChanged 2
		SP:Iteration 50Q (150341.690000 sec): 3 clusters
  Score: Raw -276065.174525 + Penalty 2641.981874 = -273423.192651
  nChanged 1
		SP:Iteration 51Q (150341.860000 sec): 3 clusters
  Score: Raw -276065.832635 + Penalty 2641.981874 = -273423.850761
  nChanged 1
		SP:Iteration 52Q (150342.040000 sec): 3 clusters
  Score: Raw -276066.199477 + Penalty 2641.981874 = -273424.217603
  nChanged 2
		SP:Iteration 53Q (150342.210000 sec): 3 clusters
  Score: Raw -276066.784406 + Penalty 2641.981874 = -273424.802532
  nChanged 1
		SP:Iteration 54Q (150342.390000 sec): 3 clusters
  Score: Raw -276066.847625 + Penalty 2641.981874 = -273424.865751
  nChanged 0
		SP:Iteration 55F (150342.560000 sec): 3 clusters
  Score: Raw -276066.847625 + Penalty 2641.981874 = -273424.865751
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (3900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150342.660000 sec): 2 clusters
  Score: Raw -302462.058702 + Penalty 1343.668923 = -301118.389779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150342.840000 sec): 3 clusters
  Score: Raw -300516.740321 + Penalty 2687.337845 = -297829.402476
  nChanged 1550
		SP:Iteration 1F (150343.020000 sec): 3 clusters
  Score: Raw -301501.074046 + Penalty 2687.337845 = -298813.736200
  nChanged 367
		SP:Iteration 2F (150343.190000 sec): 3 clusters
  Score: Raw -301841.126134 + Penalty 2687.337845 = -299153.788289
  nChanged 302
		SP:Iteration 3F (150343.370000 sec): 3 clusters
  Score: Raw -302087.516631 + Penalty 2687.337845 = -299400.178786
  nChanged 222
		SP:Iteration 4F (150343.540000 sec): 3 clusters
  Score: Raw -302279.485803 + Penalty 2687.337845 = -299592.147957
  nChanged 168
		SP:Iteration 5Q (150343.720000 sec): 3 clusters
  Score: Raw -302420.684028 + Penalty 2687.337845 = -299733.346182
  nChanged 170
		SP:Iteration 6Q (150343.890000 sec): 3 clusters
  Score: Raw -302560.840617 + Penalty 2687.337845 = -299873.502771
  nChanged 164
		SP:Iteration 7Q (150344.070000 sec): 3 clusters
  Score: Raw -302707.042443 + Penalty 2687.337845 = -300019.704597
  nChanged 145
		SP:Iteration 8Q (150344.240000 sec): 3 clusters
  Score: Raw -302846.469560 + Penalty 2687.337845 = -300159.131715
  nChanged 138
		SP:Iteration 9Q (150344.420000 sec): 3 clusters
  Score: Raw -302963.209316 + Penalty 2687.337845 = -300275.871471
  nChanged 119
		SP:Iteration 10Q (150344.600000 sec): 3 clusters
  Score: Raw -303051.951312 + Penalty 2687.337845 = -300364.613466
  nChanged 110
		SP:Iteration 11Q (150344.770000 sec): 3 clusters
  Score: Raw -303126.059669 + Penalty 2687.337845 = -300438.721823
  nChanged 86
		SP:Iteration 12Q (150344.990000 sec): 3 clusters
  Score: Raw -303187.857848 + Penalty 2687.337845 = -300500.520002
  nChanged 83
		SP:Iteration 13Q (150345.140000 sec): 3 clusters
  Score: Raw -303226.889780 + Penalty 2687.337845 = -300539.551935
  nChanged 59
		SP:Iteration 14Q (150345.320000 sec): 3 clusters
  Score: Raw -303251.920468 + Penalty 2687.337845 = -300564.582622
  nChanged 50
		SP:Iteration 15Q (150345.490000 sec): 3 clusters
  Score: Raw -303279.461984 + Penalty 2687.337845 = -300592.124138
  nChanged 44
		SP:Iteration 16Q (150345.670000 sec): 3 clusters
  Score: Raw -303302.495996 + Penalty 2687.337845 = -300615.158150
  nChanged 37
		SP:Iteration 17Q (150345.840000 sec): 3 clusters
  Score: Raw -303326.318656 + Penalty 2687.337845 = -300638.980810
  nChanged 38
		SP:Iteration 18Q (150346.020000 sec): 3 clusters
  Score: Raw -303344.488412 + Penalty 2687.337845 = -300657.150566
  nChanged 30
		SP:Iteration 19Q (150346.200000 sec): 3 clusters
  Score: Raw -303359.166813 + Penalty 2687.337845 = -300671.828968
  nChanged 32
		SP:Iteration 20F (150346.370000 sec): 3 clusters
  Score: Raw -303378.883557 + Penalty 2687.337845 = -300691.545712
  nChanged 41
		SP:Iteration 21Q (150346.550000 sec): 3 clusters
  Score: Raw -303398.971300 + Penalty 2687.337845 = -300711.633455
  nChanged 33
		SP:Iteration 22Q (150346.720000 sec): 3 clusters
  Score: Raw -303413.631167 + Penalty 2687.337845 = -300726.293322
  nChanged 20
		SP:Iteration 23Q (150346.900000 sec): 3 clusters
  Score: Raw -303422.150655 + Penalty 2687.337845 = -300734.812810
  nChanged 24
		SP:Iteration 24Q (150347.080000 sec): 3 clusters
  Score: Raw -303430.654034 + Penalty 2687.337845 = -300743.316188
  nChanged 16
		SP:Iteration 25Q (150347.250000 sec): 3 clusters
  Score: Raw -303436.123191 + Penalty 2687.337845 = -300748.785345
  nChanged 12
		SP:Iteration 26Q (150347.430000 sec): 3 clusters
  Score: Raw -303440.250603 + Penalty 2687.337845 = -300752.912758
  nChanged 10
		SP:Iteration 27Q (150347.600000 sec): 3 clusters
  Score: Raw -303443.448839 + Penalty 2687.337845 = -300756.110994
  nChanged 7
		SP:Iteration 28Q (150347.770000 sec): 3 clusters
  Score: Raw -303446.448333 + Penalty 2687.337845 = -300759.110487
  nChanged 9
		SP:Iteration 29Q (150347.950000 sec): 3 clusters
  Score: Raw -303451.016997 + Penalty 2687.337845 = -300763.679152
  nChanged 7
		SP:Iteration 30Q (150348.130000 sec): 3 clusters
  Score: Raw -303452.555675 + Penalty 2687.337845 = -300765.217829
  nChanged 6
		SP:Iteration 31Q (150348.300000 sec): 3 clusters
  Score: Raw -303453.849273 + Penalty 2687.337845 = -300766.511427
  nChanged 7
		SP:Iteration 32Q (150348.480000 sec): 3 clusters
  Score: Raw -303455.248887 + Penalty 2687.337845 = -300767.911042
  nChanged 4
		SP:Iteration 33Q (150348.650000 sec): 3 clusters
  Score: Raw -303457.209770 + Penalty 2687.337845 = -300769.871925
  nChanged 1
		SP:Iteration 34Q (150348.720000 sec): 3 clusters
  Score: Raw -303457.760883 + Penalty 2687.337845 = -300770.423038
  nChanged 1
		SP:Iteration 35Q (150348.790000 sec): 3 clusters
  Score: Raw -303457.952692 + Penalty 2687.337845 = -300770.614847
  nChanged 0
		SP:Iteration 36F (150348.970000 sec): 3 clusters
  Score: Raw -303457.952692 + Penalty 2687.337845 = -300770.614847
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (6678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150349.100000 sec): 2 clusters
  Score: Raw -569982.921936 + Penalty 1431.068246 = -568551.853690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150349.310000 sec): 3 clusters
  Score: Raw -566411.863700 + Penalty 2862.136492 = -563549.727209
  nChanged 2795
		SP:Iteration 1F (150349.520000 sec): 3 clusters
  Score: Raw -568114.401313 + Penalty 2862.136492 = -565252.264821
  nChanged 546
		SP:Iteration 2F (150349.720000 sec): 3 clusters
  Score: Raw -568510.150869 + Penalty 2862.136492 = -565648.014378
  nChanged 484
		SP:Iteration 3F (150349.920000 sec): 3 clusters
  Score: Raw -568900.687304 + Penalty 2862.136492 = -566038.550812
  nChanged 428
		SP:Iteration 4F (150350.130000 sec): 3 clusters
  Score: Raw -569208.007207 + Penalty 2862.136492 = -566345.870715
  nChanged 374
		SP:Iteration 5F (150350.340000 sec): 3 clusters
  Score: Raw -569439.622634 + Penalty 2862.136492 = -566577.486142
  nChanged 281
		SP:Iteration 6Q (150350.540000 sec): 3 clusters
  Score: Raw -569577.893065 + Penalty 2862.136492 = -566715.756573
  nChanged 221
		SP:Iteration 7Q (150350.750000 sec): 3 clusters
  Score: Raw -569685.821592 + Penalty 2862.136492 = -566823.685101
  nChanged 180
		SP:Iteration 8Q (150350.950000 sec): 3 clusters
  Score: Raw -569764.920773 + Penalty 2862.136492 = -566902.784282
  nChanged 150
		SP:Iteration 9Q (150351.150000 sec): 3 clusters
  Score: Raw -569815.685632 + Penalty 2862.136492 = -566953.549141
  nChanged 103
		SP:Iteration 10Q (150351.360000 sec): 3 clusters
  Score: Raw -569846.186966 + Penalty 2862.136492 = -566984.050475
  nChanged 80
		SP:Iteration 11Q (150351.570000 sec): 3 clusters
  Score: Raw -569865.441964 + Penalty 2862.136492 = -567003.305473
  nChanged 55
		SP:Iteration 12Q (150351.800000 sec): 3 clusters
  Score: Raw -569878.048663 + Penalty 2862.136492 = -567015.912171
  nChanged 59
		SP:Iteration 13Q (150351.870000 sec): 3 clusters
  Score: Raw -569891.746298 + Penalty 2862.136492 = -567029.609806
  nChanged 59
		SP:Iteration 14Q (150352.080000 sec): 3 clusters
  Score: Raw -569906.331329 + Penalty 2862.136492 = -567044.194837
  nChanged 53
		SP:Iteration 15Q (150352.180000 sec): 3 clusters
  Score: Raw -569920.024384 + Penalty 2862.136492 = -567057.887892
  nChanged 46
		SP:Iteration 16Q (150352.290000 sec): 3 clusters
  Score: Raw -569930.099563 + Penalty 2862.136492 = -567067.963072
  nChanged 38
		SP:Iteration 17Q (150352.390000 sec): 3 clusters
  Score: Raw -569937.896994 + Penalty 2862.136492 = -567075.760503
  nChanged 51
		SP:Iteration 18Q (150352.490000 sec): 3 clusters
  Score: Raw -569950.147346 + Penalty 2862.136492 = -567088.010854
  nChanged 29
		SP:Iteration 19Q (150352.590000 sec): 3 clusters
  Score: Raw -569957.092892 + Penalty 2862.136492 = -567094.956401
  nChanged 33
		SP:Iteration 20F (150352.780000 sec): 3 clusters
  Score: Raw -569965.611689 + Penalty 2862.136492 = -567103.475197
  nChanged 40
		SP:Iteration 21Q (150352.990000 sec): 3 clusters
  Score: Raw -569972.983544 + Penalty 2862.136492 = -567110.847052
  nChanged 28
		SP:Iteration 22Q (150353.200000 sec): 3 clusters
  Score: Raw -569977.812515 + Penalty 2862.136492 = -567115.676023
  nChanged 30
		SP:Iteration 23Q (150353.410000 sec): 3 clusters
  Score: Raw -569983.348765 + Penalty 2862.136492 = -567121.212273
  nChanged 31
		SP:Iteration 24Q (150353.620000 sec): 3 clusters
  Score: Raw -569987.935569 + Penalty 2862.136492 = -567125.799077
  nChanged 20
		SP:Iteration 25Q (150353.830000 sec): 3 clusters
  Score: Raw -569991.455180 + Penalty 2862.136492 = -567129.318688
  nChanged 16
		SP:Iteration 26Q (150354.040000 sec): 3 clusters
  Score: Raw -569994.074889 + Penalty 2862.136492 = -567131.938398
  nChanged 13
		SP:Iteration 27Q (150354.240000 sec): 3 clusters
  Score: Raw -569995.546435 + Penalty 2862.136492 = -567133.409943
  nChanged 8
		SP:Iteration 28Q (150354.440000 sec): 3 clusters
  Score: Raw -569996.565031 + Penalty 2862.136492 = -567134.428540
  nChanged 11
		SP:Iteration 29Q (150354.650000 sec): 3 clusters
  Score: Raw -569998.043825 + Penalty 2862.136492 = -567135.907333
  nChanged 5
		SP:Iteration 30Q (150354.850000 sec): 3 clusters
  Score: Raw -569998.640591 + Penalty 2862.136492 = -567136.504100
  nChanged 4
		SP:Iteration 31Q (150355.060000 sec): 3 clusters
  Score: Raw -569999.422869 + Penalty 2862.136492 = -567137.286377
  nChanged 5
		SP:Iteration 32Q (150355.270000 sec): 3 clusters
  Score: Raw -570000.140392 + Penalty 2862.136492 = -567138.003900
  nChanged 5
		SP:Iteration 33Q (150355.470000 sec): 3 clusters
  Score: Raw -570000.674429 + Penalty 2862.136492 = -567138.537937
  nChanged 4
		SP:Iteration 34Q (150355.680000 sec): 3 clusters
  Score: Raw -570001.755196 + Penalty 2862.136492 = -567139.618704
  nChanged 7
		SP:Iteration 35Q (150355.890000 sec): 3 clusters
  Score: Raw -570002.930139 + Penalty 2862.136492 = -567140.793647
  nChanged 10
		SP:Iteration 36Q (150356.090000 sec): 3 clusters
  Score: Raw -570005.219689 + Penalty 2862.136492 = -567143.083197
  nChanged 11
		SP:Iteration 37Q (150356.300000 sec): 3 clusters
  Score: Raw -570007.132438 + Penalty 2862.136492 = -567144.995946
  nChanged 9
		SP:Iteration 38Q (150356.500000 sec): 3 clusters
  Score: Raw -570009.697342 + Penalty 2862.136492 = -567147.560850
  nChanged 9
		SP:Iteration 39Q (150356.710000 sec): 3 clusters
  Score: Raw -570010.865665 + Penalty 2862.136492 = -567148.729173
  nChanged 7
		SP:Iteration 40F (150356.910000 sec): 3 clusters
  Score: Raw -570012.007459 + Penalty 2862.136492 = -567149.870967
  nChanged 13
		SP:Iteration 41Q (150357.120000 sec): 3 clusters
  Score: Raw -570014.132507 + Penalty 2862.136492 = -567151.996015
  nChanged 13
		SP:Iteration 42Q (150357.320000 sec): 3 clusters
  Score: Raw -570017.637391 + Penalty 2862.136492 = -567155.500900
  nChanged 20
		SP:Iteration 43Q (150357.530000 sec): 3 clusters
  Score: Raw -570024.615331 + Penalty 2862.136492 = -567162.478839
  nChanged 20
		SP:Iteration 44Q (150357.630000 sec): 3 clusters
  Score: Raw -570028.760279 + Penalty 2862.136492 = -567166.623787
  nChanged 20
		SP:Iteration 45Q (150357.740000 sec): 3 clusters
  Score: Raw -570032.317744 + Penalty 2862.136492 = -567170.181252
  nChanged 17
		SP:Iteration 46Q (150357.930000 sec): 3 clusters
  Score: Raw -570035.806384 + Penalty 2862.136492 = -567173.669892
  nChanged 26
		SP:Iteration 47Q (150358.140000 sec): 3 clusters
  Score: Raw -570041.947080 + Penalty 2862.136492 = -567179.810588
  nChanged 24
		SP:Iteration 48Q (150358.350000 sec): 3 clusters
  Score: Raw -570045.934070 + Penalty 2862.136492 = -567183.797578
  nChanged 22
		SP:Iteration 49Q (150358.550000 sec): 3 clusters
  Score: Raw -570049.813736 + Penalty 2862.136492 = -567187.677244
  nChanged 21
		SP:Iteration 50Q (150358.760000 sec): 3 clusters
  Score: Raw -570054.036874 + Penalty 2862.136492 = -567191.900382
  nChanged 23
		SP:Iteration 51Q (150358.960000 sec): 3 clusters
  Score: Raw -570059.383947 + Penalty 2862.136492 = -567197.247455
  nChanged 22
		SP:Iteration 52Q (150359.170000 sec): 3 clusters
  Score: Raw -570065.093751 + Penalty 2862.136492 = -567202.957260
  nChanged 23
		SP:Iteration 53Q (150359.380000 sec): 3 clusters
  Score: Raw -570070.246727 + Penalty 2862.136492 = -567208.110235
  nChanged 27
		SP:Iteration 54Q (150359.580000 sec): 3 clusters
  Score: Raw -570074.606241 + Penalty 2862.136492 = -567212.469749
  nChanged 21
		SP:Iteration 55Q (150359.790000 sec): 3 clusters
  Score: Raw -570078.755479 + Penalty 2862.136492 = -567216.618987
  nChanged 19
		SP:Iteration 56Q (150360.010000 sec): 3 clusters
  Score: Raw -570083.012388 + Penalty 2862.136492 = -567220.875896
  nChanged 16
		SP:Iteration 57Q (150360.160000 sec): 3 clusters
  Score: Raw -570086.764520 + Penalty 2862.136492 = -567224.628028
  nChanged 20
		SP:Iteration 58Q (150360.370000 sec): 3 clusters
  Score: Raw -570090.592290 + Penalty 2862.136492 = -567228.455799
  nChanged 18
		SP:Iteration 59Q (150360.570000 sec): 3 clusters
  Score: Raw -570093.967980 + Penalty 2862.136492 = -567231.831488
  nChanged 22
		SP:Iteration 60F (150360.780000 sec): 3 clusters
  Score: Raw -570097.307276 + Penalty 2862.136492 = -567235.170784
  nChanged 16
		SP:Iteration 61Q (150360.990000 sec): 3 clusters
  Score: Raw -570100.192633 + Penalty 2862.136492 = -567238.056142
  nChanged 22
		SP:Iteration 62Q (150361.190000 sec): 3 clusters
  Score: Raw -570104.955922 + Penalty 2862.136492 = -567242.819431
  nChanged 26
		SP:Iteration 63Q (150361.400000 sec): 3 clusters
  Score: Raw -570109.503877 + Penalty 2862.136492 = -567247.367385
  nChanged 17
		SP:Iteration 64Q (150361.610000 sec): 3 clusters
  Score: Raw -570112.646735 + Penalty 2862.136492 = -567250.510243
  nChanged 20
		SP:Iteration 65Q (150361.800000 sec): 3 clusters
  Score: Raw -570116.216646 + Penalty 2862.136492 = -567254.080154
  nChanged 16
		SP:Iteration 66Q (150361.980000 sec): 3 clusters
  Score: Raw -570119.221923 + Penalty 2862.136492 = -567257.085432
  nChanged 19
		SP:Iteration 67Q (150362.190000 sec): 3 clusters
  Score: Raw -570122.912432 + Penalty 2862.136492 = -567260.775941
  nChanged 12
		SP:Iteration 68Q (150362.390000 sec): 3 clusters
  Score: Raw -570125.087003 + Penalty 2862.136492 = -567262.950511
  nChanged 10
		SP:Iteration 69Q (150362.600000 sec): 3 clusters
  Score: Raw -570127.286937 + Penalty 2862.136492 = -567265.150445
  nChanged 10
		SP:Iteration 70Q (150362.790000 sec): 3 clusters
  Score: Raw -570128.942816 + Penalty 2862.136492 = -567266.806325
  nChanged 12
		SP:Iteration 71Q (150362.900000 sec): 3 clusters
  Score: Raw -570131.084349 + Penalty 2862.136492 = -567268.947858
  nChanged 9
		SP:Iteration 72Q (150363.090000 sec): 3 clusters
  Score: Raw -570132.470151 + Penalty 2862.136492 = -567270.333659
  nChanged 7
		SP:Iteration 73Q (150363.310000 sec): 3 clusters
  Score: Raw -570133.530709 + Penalty 2862.136492 = -567271.394217
  nChanged 8
		SP:Iteration 74Q (150363.520000 sec): 3 clusters
  Score: Raw -570134.546533 + Penalty 2862.136492 = -567272.410041
  nChanged 3
		SP:Iteration 75Q (150363.730000 sec): 3 clusters
  Score: Raw -570134.937904 + Penalty 2862.136492 = -567272.801412
  nChanged 6
		SP:Iteration 76Q (150363.930000 sec): 3 clusters
  Score: Raw -570135.616857 + Penalty 2862.136492 = -567273.480365
  nChanged 4
		SP:Iteration 77Q (150364.140000 sec): 3 clusters
  Score: Raw -570135.964836 + Penalty 2862.136492 = -567273.828344
  nChanged 8
		SP:Iteration 78Q (150364.350000 sec): 3 clusters
  Score: Raw -570137.055788 + Penalty 2862.136492 = -567274.919297
  nChanged 6
		SP:Iteration 79Q (150364.450000 sec): 3 clusters
  Score: Raw -570138.035942 + Penalty 2862.136492 = -567275.899450
  nChanged 5
		SP:Iteration 80F (150364.630000 sec): 3 clusters
  Score: Raw -570138.690266 + Penalty 2862.136492 = -567276.553775
  nChanged 3
		SP:Iteration 81Q (150364.830000 sec): 3 clusters
  Score: Raw -570139.323263 + Penalty 2862.136492 = -567277.186772
  nChanged 3
		SP:Iteration 82Q (150365.040000 sec): 3 clusters
  Score: Raw -570139.718908 + Penalty 2862.136492 = -567277.582416
  nChanged 4
		SP:Iteration 83Q (150365.250000 sec): 3 clusters
  Score: Raw -570140.494327 + Penalty 2862.136492 = -567278.357835
  nChanged 2
		SP:Iteration 84Q (150365.450000 sec): 3 clusters
  Score: Raw -570140.944574 + Penalty 2862.136492 = -567278.808082
  nChanged 4
		SP:Iteration 85Q (150365.660000 sec): 3 clusters
  Score: Raw -570141.358914 + Penalty 2862.136492 = -567279.222422
  nChanged 7
		SP:Iteration 86Q (150365.870000 sec): 3 clusters
  Score: Raw -570142.129609 + Penalty 2862.136492 = -567279.993118
  nChanged 4
		SP:Iteration 87Q (150366.060000 sec): 3 clusters
  Score: Raw -570142.811146 + Penalty 2862.136492 = -567280.674655
  nChanged 4
		SP:Iteration 88Q (150366.260000 sec): 3 clusters
  Score: Raw -570143.421816 + Penalty 2862.136492 = -567281.285324
  nChanged 4
		SP:Iteration 89Q (150366.450000 sec): 3 clusters
  Score: Raw -570144.051066 + Penalty 2862.136492 = -567281.914574
  nChanged 4
		SP:Iteration 90Q (150366.560000 sec): 3 clusters
  Score: Raw -570144.612584 + Penalty 2862.136492 = -567282.476093
  nChanged 4
		SP:Iteration 91Q (150366.660000 sec): 3 clusters
  Score: Raw -570145.206296 + Penalty 2862.136492 = -567283.069804
  nChanged 6
		SP:Iteration 92Q (150366.760000 sec): 3 clusters
  Score: Raw -570145.794864 + Penalty 2862.136492 = -567283.658373
  nChanged 6
		SP:Iteration 93Q (150366.960000 sec): 3 clusters
  Score: Raw -570146.520549 + Penalty 2862.136492 = -567284.384057
  nChanged 6
		SP:Iteration 94Q (150367.170000 sec): 3 clusters
  Score: Raw -570147.017865 + Penalty 2862.136492 = -567284.881373
  nChanged 4
		SP:Iteration 95Q (150367.380000 sec): 3 clusters
  Score: Raw -570147.632354 + Penalty 2862.136492 = -567285.495862
  nChanged 6
		SP:Iteration 96Q (150367.590000 sec): 3 clusters
  Score: Raw -570148.841591 + Penalty 2862.136492 = -567286.705099
  nChanged 6
		SP:Iteration 97Q (150367.800000 sec): 3 clusters
  Score: Raw -570149.600462 + Penalty 2862.136492 = -567287.463971
  nChanged 2
		SP:Iteration 98Q (150368.000000 sec): 3 clusters
  Score: Raw -570149.755155 + Penalty 2862.136492 = -567287.618664
  nChanged 3
		SP:Iteration 99Q (150368.210000 sec): 3 clusters
  Score: Raw -570150.008586 + Penalty 2862.136492 = -567287.872094
  nChanged 1
		SP:Iteration 100F (150368.410000 sec): 3 clusters
  Score: Raw -570150.036618 + Penalty 2862.136492 = -567287.900126
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (4553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150368.530000 sec): 2 clusters
  Score: Raw -385192.487616 + Penalty 1368.825516 = -383823.662100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150368.710000 sec): 3 clusters
  Score: Raw -382924.434674 + Penalty 2737.651031 = -380186.783642
  nChanged 1822
		SP:Iteration 1F (150368.880000 sec): 3 clusters
  Score: Raw -384059.324440 + Penalty 2737.651031 = -381321.673408
  nChanged 357
		SP:Iteration 2F (150369.060000 sec): 3 clusters
  Score: Raw -384293.691685 + Penalty 2737.651031 = -381556.040653
  nChanged 265
		SP:Iteration 3F (150369.240000 sec): 3 clusters
  Score: Raw -384474.577374 + Penalty 2737.651031 = -381736.926342
  nChanged 235
		SP:Iteration 4F (150369.410000 sec): 3 clusters
  Score: Raw -384648.838165 + Penalty 2737.651031 = -381911.187133
  nChanged 212
		SP:Iteration 5Q (150369.590000 sec): 3 clusters
  Score: Raw -384797.307819 + Penalty 2737.651031 = -382059.656788
  nChanged 203
		SP:Iteration 6Q (150369.760000 sec): 3 clusters
  Score: Raw -384940.586348 + Penalty 2737.651031 = -382202.935316
  nChanged 166
		SP:Iteration 7Q (150369.940000 sec): 3 clusters
  Score: Raw -385070.869406 + Penalty 2737.651031 = -382333.218374
  nChanged 161
		SP:Iteration 8Q (150370.120000 sec): 3 clusters
  Score: Raw -385207.528956 + Penalty 2737.651031 = -382469.877925
  nChanged 131
		SP:Iteration 9Q (150370.290000 sec): 3 clusters
  Score: Raw -385306.503216 + Penalty 2737.651031 = -382568.852185
  nChanged 104
		SP:Iteration 10Q (150370.440000 sec): 3 clusters
  Score: Raw -385368.539616 + Penalty 2737.651031 = -382630.888584
  nChanged 84
		SP:Iteration 11Q (150370.530000 sec): 3 clusters
  Score: Raw -385414.783963 + Penalty 2737.651031 = -382677.132932
  nChanged 63
		SP:Iteration 12Q (150370.620000 sec): 3 clusters
  Score: Raw -385441.053482 + Penalty 2737.651031 = -382703.402450
  nChanged 50
		SP:Iteration 13Q (150370.710000 sec): 3 clusters
  Score: Raw -385464.655063 + Penalty 2737.651031 = -382727.004032
  nChanged 52
		SP:Iteration 14Q (150370.800000 sec): 3 clusters
  Score: Raw -385490.103002 + Penalty 2737.651031 = -382752.451970
  nChanged 46
		SP:Iteration 15Q (150370.880000 sec): 3 clusters
  Score: Raw -385515.322717 + Penalty 2737.651031 = -382777.671686
  nChanged 58
		SP:Iteration 16Q (150370.970000 sec): 3 clusters
  Score: Raw -385546.886154 + Penalty 2737.651031 = -382809.235123
  nChanged 60
		SP:Iteration 17Q (150371.050000 sec): 3 clusters
  Score: Raw -385575.146808 + Penalty 2737.651031 = -382837.495777
  nChanged 49
		SP:Iteration 18Q (150371.140000 sec): 3 clusters
  Score: Raw -385593.628605 + Penalty 2737.651031 = -382855.977574
  nChanged 42
		SP:Iteration 19Q (150371.220000 sec): 3 clusters
  Score: Raw -385608.831858 + Penalty 2737.651031 = -382871.180826
  nChanged 25
		SP:Iteration 20F (150371.310000 sec): 3 clusters
  Score: Raw -385618.916908 + Penalty 2737.651031 = -382881.265876
  nChanged 23
		SP:Iteration 21Q (150371.400000 sec): 3 clusters
  Score: Raw -385629.931545 + Penalty 2737.651031 = -382892.280513
  nChanged 26
		SP:Iteration 22Q (150371.480000 sec): 3 clusters
  Score: Raw -385640.569589 + Penalty 2737.651031 = -382902.918558
  nChanged 18
		SP:Iteration 23Q (150371.560000 sec): 3 clusters
  Score: Raw -385646.389177 + Penalty 2737.651031 = -382908.738146
  nChanged 19
		SP:Iteration 24Q (150371.650000 sec): 3 clusters
  Score: Raw -385653.712580 + Penalty 2737.651031 = -382916.061549
  nChanged 22
		SP:Iteration 25Q (150371.740000 sec): 3 clusters
  Score: Raw -385662.759379 + Penalty 2737.651031 = -382925.108347
  nChanged 17
		SP:Iteration 26Q (150371.820000 sec): 3 clusters
  Score: Raw -385669.073135 + Penalty 2737.651031 = -382931.422104
  nChanged 19
		SP:Iteration 27Q (150371.940000 sec): 3 clusters
  Score: Raw -385674.589088 + Penalty 2737.651031 = -382936.938056
  nChanged 11
		SP:Iteration 28Q (150372.120000 sec): 3 clusters
  Score: Raw -385677.639984 + Penalty 2737.651031 = -382939.988952
  nChanged 6
		SP:Iteration 29Q (150372.290000 sec): 3 clusters
  Score: Raw -385679.034696 + Penalty 2737.651031 = -382941.383664
  nChanged 5
		SP:Iteration 30Q (150372.470000 sec): 3 clusters
  Score: Raw -385680.115575 + Penalty 2737.651031 = -382942.464544
  nChanged 1
		SP:Iteration 31Q (150372.630000 sec): 3 clusters
  Score: Raw -385680.299336 + Penalty 2737.651031 = -382942.648305
  nChanged 1
		SP:Iteration 32Q (150372.810000 sec): 3 clusters
  Score: Raw -385680.400446 + Penalty 2737.651031 = -382942.749415
  nChanged 0
		SP:Iteration 33F (150372.960000 sec): 3 clusters
  Score: Raw -385680.400446 + Penalty 2737.651031 = -382942.749415
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (4427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150373.030000 sec): 2 clusters
  Score: Raw -377988.690758 + Penalty 1364.265083 = -376624.425675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150373.120000 sec): 3 clusters
  Score: Raw -375734.612660 + Penalty 2728.530166 = -373006.082495
  nChanged 1734
		SP:Iteration 1F (150373.210000 sec): 3 clusters
  Score: Raw -376774.136415 + Penalty 2728.530166 = -374045.606249
  nChanged 353
		SP:Iteration 2F (150373.300000 sec): 3 clusters
  Score: Raw -376991.383891 + Penalty 2728.530166 = -374262.853726
  nChanged 278
		SP:Iteration 3F (150373.380000 sec): 3 clusters
  Score: Raw -377186.455379 + Penalty 2728.530166 = -374457.925214
  nChanged 251
		SP:Iteration 4F (150373.470000 sec): 3 clusters
  Score: Raw -377408.940077 + Penalty 2728.530166 = -374680.409911
  nChanged 262
		SP:Iteration 5F (150373.560000 sec): 3 clusters
  Score: Raw -377631.909021 + Penalty 2728.530166 = -374903.378855
  nChanged 227
		SP:Iteration 6F (150373.640000 sec): 3 clusters
  Score: Raw -377854.818054 + Penalty 2728.530166 = -375126.287888
  nChanged 205
		SP:Iteration 7Q (150373.730000 sec): 3 clusters
  Score: Raw -378037.587710 + Penalty 2728.530166 = -375309.057545
  nChanged 189
		SP:Iteration 8Q (150373.820000 sec): 3 clusters
  Score: Raw -378173.504458 + Penalty 2728.530166 = -375444.974292
  nChanged 137
		SP:Iteration 9Q (150373.900000 sec): 3 clusters
  Score: Raw -378260.932593 + Penalty 2728.530166 = -375532.402427
  nChanged 118
		SP:Iteration 10Q (150373.990000 sec): 3 clusters
  Score: Raw -378329.187122 + Penalty 2728.530166 = -375600.656957
  nChanged 91
		SP:Iteration 11Q (150374.070000 sec): 3 clusters
  Score: Raw -378376.265048 + Penalty 2728.530166 = -375647.734882
  nChanged 74
		SP:Iteration 12Q (150374.160000 sec): 3 clusters
  Score: Raw -378417.063690 + Penalty 2728.530166 = -375688.533524
  nChanged 59
		SP:Iteration 13Q (150374.240000 sec): 3 clusters
  Score: Raw -378443.452900 + Penalty 2728.530166 = -375714.922735
  nChanged 46
		SP:Iteration 14Q (150374.330000 sec): 3 clusters
  Score: Raw -378463.546455 + Penalty 2728.530166 = -375735.016289
  nChanged 43
		SP:Iteration 15Q (150374.420000 sec): 3 clusters
  Score: Raw -378479.309589 + Penalty 2728.530166 = -375750.779424
  nChanged 29
		SP:Iteration 16Q (150374.500000 sec): 3 clusters
  Score: Raw -378488.987829 + Penalty 2728.530166 = -375760.457663
  nChanged 19
		SP:Iteration 17Q (150374.660000 sec): 3 clusters
  Score: Raw -378497.561591 + Penalty 2728.530166 = -375769.031426
  nChanged 18
		SP:Iteration 18Q (150374.750000 sec): 3 clusters
  Score: Raw -378503.193914 + Penalty 2728.530166 = -375774.663749
  nChanged 11
		SP:Iteration 19Q (150374.830000 sec): 3 clusters
  Score: Raw -378507.323618 + Penalty 2728.530166 = -375778.793452
  nChanged 13
		SP:Iteration 20F (150374.920000 sec): 3 clusters
  Score: Raw -378509.694836 + Penalty 2728.530166 = -375781.164670
  nChanged 7
		SP:Iteration 21Q (150375.000000 sec): 3 clusters
  Score: Raw -378511.299095 + Penalty 2728.530166 = -375782.768929
  nChanged 3
		SP:Iteration 22Q (150375.090000 sec): 3 clusters
  Score: Raw -378512.229812 + Penalty 2728.530166 = -375783.699647
  nChanged 6
		SP:Iteration 23Q (150375.180000 sec): 3 clusters
  Score: Raw -378513.085289 + Penalty 2728.530166 = -375784.555123
  nChanged 3
		SP:Iteration 24Q (150375.260000 sec): 3 clusters
  Score: Raw -378513.596833 + Penalty 2728.530166 = -375785.066668
  nChanged 1
		SP:Iteration 25Q (150375.350000 sec): 3 clusters
  Score: Raw -378513.686398 + Penalty 2728.530166 = -375785.156232
  nChanged 1
		SP:Iteration 26Q (150375.430000 sec): 3 clusters
  Score: Raw -378513.771771 + Penalty 2728.530166 = -375785.241606
  nChanged 0
		SP:Iteration 27F (150375.520000 sec): 3 clusters
  Score: Raw -378513.771771 + Penalty 2728.530166 = -375785.241606
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (4160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150375.600000 sec): 2 clusters
  Score: Raw -318293.163219 + Penalty 1354.156432 = -316939.006787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150375.780000 sec): 3 clusters
  Score: Raw -316223.011331 + Penalty 2708.312865 = -313514.698466
  nChanged 1636
		SP:Iteration 1F (150375.950000 sec): 3 clusters
  Score: Raw -317223.136888 + Penalty 2708.312865 = -314514.824023
  nChanged 380
		SP:Iteration 2F (150376.130000 sec): 3 clusters
  Score: Raw -317502.931430 + Penalty 2708.312865 = -314794.618565
  nChanged 287
		SP:Iteration 3F (150376.200000 sec): 3 clusters
  Score: Raw -317724.343903 + Penalty 2708.312865 = -315016.031038
  nChanged 249
		SP:Iteration 4F (150376.280000 sec): 3 clusters
  Score: Raw -317913.161261 + Penalty 2708.312865 = -315204.848397
  nChanged 210
		SP:Iteration 5F (150376.350000 sec): 3 clusters
  Score: Raw -318074.063722 + Penalty 2708.312865 = -315365.750857
  nChanged 189
		SP:Iteration 6Q (150376.430000 sec): 3 clusters
  Score: Raw -318210.280049 + Penalty 2708.312865 = -315501.967184
  nChanged 146
		SP:Iteration 7Q (150376.510000 sec): 3 clusters
  Score: Raw -318329.242050 + Penalty 2708.312865 = -315620.929185
  nChanged 138
		SP:Iteration 8Q (150376.590000 sec): 3 clusters
  Score: Raw -318443.132888 + Penalty 2708.312865 = -315734.820023
  nChanged 143
		SP:Iteration 9Q (150376.660000 sec): 3 clusters
  Score: Raw -318558.144915 + Penalty 2708.312865 = -315849.832050
  nChanged 126
		SP:Iteration 10Q (150376.740000 sec): 3 clusters
  Score: Raw -318653.431166 + Penalty 2708.312865 = -315945.118301
  nChanged 112
		SP:Iteration 11Q (150376.820000 sec): 3 clusters
  Score: Raw -318738.437871 + Penalty 2708.312865 = -316030.125006
  nChanged 106
		SP:Iteration 12Q (150376.890000 sec): 3 clusters
  Score: Raw -318818.825059 + Penalty 2708.312865 = -316110.512194
  nChanged 91
		SP:Iteration 13Q (150376.970000 sec): 3 clusters
  Score: Raw -318884.888759 + Penalty 2708.312865 = -316176.575894
  nChanged 77
		SP:Iteration 14Q (150377.160000 sec): 3 clusters
  Score: Raw -318924.060082 + Penalty 2708.312865 = -316215.747217
  nChanged 50
		SP:Iteration 15Q (150377.330000 sec): 3 clusters
  Score: Raw -318953.300538 + Penalty 2708.312865 = -316244.987673
  nChanged 48
		SP:Iteration 16Q (150377.510000 sec): 3 clusters
  Score: Raw -318984.866549 + Penalty 2708.312865 = -316276.553685
  nChanged 49
		SP:Iteration 17Q (150377.680000 sec): 3 clusters
  Score: Raw -319011.078632 + Penalty 2708.312865 = -316302.765767
  nChanged 42
		SP:Iteration 18Q (150377.830000 sec): 3 clusters
  Score: Raw -319029.951947 + Penalty 2708.312865 = -316321.639082
  nChanged 30
		SP:Iteration 19Q (150377.900000 sec): 3 clusters
  Score: Raw -319040.751216 + Penalty 2708.312865 = -316332.438351
  nChanged 24
		SP:Iteration 20F (150377.980000 sec): 3 clusters
  Score: Raw -319048.398769 + Penalty 2708.312865 = -316340.085904
  nChanged 14
		SP:Iteration 21Q (150378.060000 sec): 3 clusters
  Score: Raw -319054.293449 + Penalty 2708.312865 = -316345.980584
  nChanged 8
		SP:Iteration 22Q (150378.130000 sec): 3 clusters
  Score: Raw -319058.319545 + Penalty 2708.312865 = -316350.006680
  nChanged 10
		SP:Iteration 23Q (150378.200000 sec): 3 clusters
  Score: Raw -319061.324540 + Penalty 2708.312865 = -316353.011676
  nChanged 4
		SP:Iteration 24Q (150378.280000 sec): 3 clusters
  Score: Raw -319061.773638 + Penalty 2708.312865 = -316353.460773
  nChanged 0
		SP:Iteration 25F (150378.350000 sec): 3 clusters
  Score: Raw -319061.773638 + Penalty 2708.312865 = -316353.460773
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (4330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150378.430000 sec): 2 clusters
  Score: Raw -376822.486471 + Penalty 1360.664958 = -375461.821513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150378.520000 sec): 3 clusters
  Score: Raw -374665.250708 + Penalty 2721.329917 = -371943.920792
  nChanged 1711
		SP:Iteration 1F (150378.610000 sec): 3 clusters
  Score: Raw -375614.917645 + Penalty 2721.329917 = -372893.587728
  nChanged 342
		SP:Iteration 2F (150378.700000 sec): 3 clusters
  Score: Raw -375841.692421 + Penalty 2721.329917 = -373120.362504
  nChanged 244
		SP:Iteration 3F (150378.780000 sec): 3 clusters
  Score: Raw -375994.617324 + Penalty 2721.329917 = -373273.287407
  nChanged 213
		SP:Iteration 4Q (150378.870000 sec): 3 clusters
  Score: Raw -376109.723448 + Penalty 2721.329917 = -373388.393531
  nChanged 164
		SP:Iteration 5Q (150378.960000 sec): 3 clusters
  Score: Raw -376212.935110 + Penalty 2721.329917 = -373491.605193
  nChanged 172
		SP:Iteration 6Q (150379.040000 sec): 3 clusters
  Score: Raw -376309.453737 + Penalty 2721.329917 = -373588.123820
  nChanged 129
		SP:Iteration 7Q (150379.130000 sec): 3 clusters
  Score: Raw -376389.049208 + Penalty 2721.329917 = -373667.719291
  nChanged 143
		SP:Iteration 8Q (150379.210000 sec): 3 clusters
  Score: Raw -376477.223838 + Penalty 2721.329917 = -373755.893921
  nChanged 142
		SP:Iteration 9Q (150379.300000 sec): 3 clusters
  Score: Raw -376556.960989 + Penalty 2721.329917 = -373835.631072
  nChanged 102
		SP:Iteration 10Q (150379.390000 sec): 3 clusters
  Score: Raw -376616.820461 + Penalty 2721.329917 = -373895.490544
  nChanged 114
		SP:Iteration 11Q (150379.480000 sec): 3 clusters
  Score: Raw -376686.101120 + Penalty 2721.329917 = -373964.771203
  nChanged 112
		SP:Iteration 12Q (150379.560000 sec): 3 clusters
  Score: Raw -376750.519965 + Penalty 2721.329917 = -374029.190048
  nChanged 116
		SP:Iteration 13Q (150379.650000 sec): 3 clusters
  Score: Raw -376823.025330 + Penalty 2721.329917 = -374101.695413
  nChanged 124
		SP:Iteration 14Q (150379.740000 sec): 3 clusters
  Score: Raw -376893.046144 + Penalty 2721.329917 = -374171.716227
  nChanged 90
		SP:Iteration 15Q (150379.820000 sec): 3 clusters
  Score: Raw -376949.103429 + Penalty 2721.329917 = -374227.773512
  nChanged 98
		SP:Iteration 16Q (150379.910000 sec): 3 clusters
  Score: Raw -377006.752238 + Penalty 2721.329917 = -374285.422321
  nChanged 78
		SP:Iteration 17Q (150379.990000 sec): 3 clusters
  Score: Raw -377063.524282 + Penalty 2721.329917 = -374342.194365
  nChanged 84
		SP:Iteration 18Q (150380.080000 sec): 3 clusters
  Score: Raw -377133.623483 + Penalty 2721.329917 = -374412.293566
  nChanged 102
		SP:Iteration 19Q (150380.160000 sec): 3 clusters
  Score: Raw -377216.197376 + Penalty 2721.329917 = -374494.867459
  nChanged 85
		SP:Iteration 20F (150380.250000 sec): 3 clusters
  Score: Raw -377311.341046 + Penalty 2721.329917 = -374590.011129
  nChanged 87
		SP:Iteration 21Q (150380.340000 sec): 3 clusters
  Score: Raw -377375.959933 + Penalty 2721.329917 = -374654.630016
  nChanged 62
		SP:Iteration 22Q (150380.420000 sec): 3 clusters
  Score: Raw -377419.987782 + Penalty 2721.329917 = -374698.657865
  nChanged 46
		SP:Iteration 23Q (150380.510000 sec): 3 clusters
  Score: Raw -377443.285976 + Penalty 2721.329917 = -374721.956059
  nChanged 28
		SP:Iteration 24Q (150380.590000 sec): 3 clusters
  Score: Raw -377461.018380 + Penalty 2721.329917 = -374739.688464
  nChanged 32
		SP:Iteration 25Q (150380.680000 sec): 3 clusters
  Score: Raw -377476.957514 + Penalty 2721.329917 = -374755.627597
  nChanged 31
		SP:Iteration 26Q (150380.760000 sec): 3 clusters
  Score: Raw -377488.690265 + Penalty 2721.329917 = -374767.360348
  nChanged 17
		SP:Iteration 27Q (150380.840000 sec): 3 clusters
  Score: Raw -377497.003722 + Penalty 2721.329917 = -374775.673805
  nChanged 10
		SP:Iteration 28Q (150380.930000 sec): 3 clusters
  Score: Raw -377500.639055 + Penalty 2721.329917 = -374779.309138
  nChanged 10
		SP:Iteration 29Q (150381.020000 sec): 3 clusters
  Score: Raw -377508.339138 + Penalty 2721.329917 = -374787.009221
  nChanged 14
		SP:Iteration 30Q (150381.100000 sec): 3 clusters
  Score: Raw -377513.959942 + Penalty 2721.329917 = -374792.630025
  nChanged 8
		SP:Iteration 31Q (150381.190000 sec): 3 clusters
  Score: Raw -377517.516714 + Penalty 2721.329917 = -374796.186797
  nChanged 12
		SP:Iteration 32Q (150381.270000 sec): 3 clusters
  Score: Raw -377520.736743 + Penalty 2721.329917 = -374799.406826
  nChanged 12
		SP:Iteration 33Q (150381.440000 sec): 3 clusters
  Score: Raw -377525.390103 + Penalty 2721.329917 = -374804.060186
  nChanged 13
		SP:Iteration 34Q (150381.620000 sec): 3 clusters
  Score: Raw -377530.082420 + Penalty 2721.329917 = -374808.752503
  nChanged 10
		SP:Iteration 35Q (150381.780000 sec): 3 clusters
  Score: Raw -377534.989330 + Penalty 2721.329917 = -374813.659413
  nChanged 6
		SP:Iteration 36Q (150381.860000 sec): 3 clusters
  Score: Raw -377536.814049 + Penalty 2721.329917 = -374815.484132
  nChanged 2
		SP:Iteration 37Q (150381.940000 sec): 3 clusters
  Score: Raw -377537.664696 + Penalty 2721.329917 = -374816.334779
  nChanged 3
		SP:Iteration 38Q (150382.010000 sec): 3 clusters
  Score: Raw -377538.607472 + Penalty 2721.329917 = -374817.277555
  nChanged 4
		SP:Iteration 39Q (150382.090000 sec): 3 clusters
  Score: Raw -377540.024088 + Penalty 2721.329917 = -374818.694171
  nChanged 4
		SP:Iteration 40F (150382.180000 sec): 3 clusters
  Score: Raw -377540.800705 + Penalty 2721.329917 = -374819.470788
  nChanged 1
		SP:Iteration 41Q (150382.260000 sec): 3 clusters
  Score: Raw -377541.300155 + Penalty 2721.329917 = -374819.970238
  nChanged 2
		SP:Iteration 42Q (150382.350000 sec): 3 clusters
  Score: Raw -377541.899524 + Penalty 2721.329917 = -374820.569607
  nChanged 3
		SP:Iteration 43Q (150382.430000 sec): 3 clusters
  Score: Raw -377543.365309 + Penalty 2721.329917 = -374822.035392
  nChanged 2
		SP:Iteration 44Q (150382.510000 sec): 3 clusters
  Score: Raw -377543.670612 + Penalty 2721.329917 = -374822.340695
  nChanged 1
		SP:Iteration 45Q (150382.600000 sec): 3 clusters
  Score: Raw -377543.938817 + Penalty 2721.329917 = -374822.608900
  nChanged 0
		SP:Iteration 46F (150382.680000 sec): 3 clusters
  Score: Raw -377543.938817 + Penalty 2721.329917 = -374822.608900
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (7077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150382.770000 sec): 2 clusters
  Score: Raw -615551.570541 + Penalty 1440.498372 = -614111.072168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150382.990000 sec): 3 clusters
  Score: Raw -611711.089360 + Penalty 2880.996745 = -608830.092616
  nChanged 2944
		SP:Iteration 1F (150383.100000 sec): 3 clusters
  Score: Raw -613453.199206 + Penalty 2880.996745 = -610572.202462
  nChanged 578
		SP:Iteration 2F (150383.220000 sec): 3 clusters
  Score: Raw -613843.193963 + Penalty 2880.996745 = -610962.197219
  nChanged 457
		SP:Iteration 3F (150383.340000 sec): 3 clusters
  Score: Raw -614115.059726 + Penalty 2880.996745 = -611234.062981
  nChanged 379
		SP:Iteration 4F (150383.450000 sec): 3 clusters
  Score: Raw -614391.432512 + Penalty 2880.996745 = -611510.435767
  nChanged 377
		SP:Iteration 5F (150383.620000 sec): 3 clusters
  Score: Raw -614720.019014 + Penalty 2880.996745 = -611839.022270
  nChanged 412
		SP:Iteration 6F (150383.740000 sec): 3 clusters
  Score: Raw -615089.721573 + Penalty 2880.996745 = -612208.724828
  nChanged 378
		SP:Iteration 7F (150383.930000 sec): 3 clusters
  Score: Raw -615385.932165 + Penalty 2880.996745 = -612504.935421
  nChanged 333
		SP:Iteration 8Q (150384.130000 sec): 3 clusters
  Score: Raw -615606.215076 + Penalty 2880.996745 = -612725.218332
  nChanged 264
		SP:Iteration 9Q (150384.330000 sec): 3 clusters
  Score: Raw -615734.259496 + Penalty 2880.996745 = -612853.262751
  nChanged 196
		SP:Iteration 10Q (150384.540000 sec): 3 clusters
  Score: Raw -615816.434497 + Penalty 2880.996745 = -612935.437752
  nChanged 137
		SP:Iteration 11Q (150384.650000 sec): 3 clusters
  Score: Raw -615864.322844 + Penalty 2880.996745 = -612983.326100
  nChanged 114
		SP:Iteration 12Q (150384.770000 sec): 3 clusters
  Score: Raw -615910.768411 + Penalty 2880.996745 = -613029.771666
  nChanged 116
		SP:Iteration 13Q (150384.990000 sec): 3 clusters
  Score: Raw -615951.006752 + Penalty 2880.996745 = -613070.010007
  nChanged 101
		SP:Iteration 14Q (150385.190000 sec): 3 clusters
  Score: Raw -615992.054754 + Penalty 2880.996745 = -613111.058009
  nChanged 109
		SP:Iteration 15Q (150385.390000 sec): 3 clusters
  Score: Raw -616042.265130 + Penalty 2880.996745 = -613161.268386
  nChanged 114
		SP:Iteration 16Q (150385.600000 sec): 3 clusters
  Score: Raw -616098.812160 + Penalty 2880.996745 = -613217.815415
  nChanged 116
		SP:Iteration 17Q (150385.800000 sec): 3 clusters
  Score: Raw -616146.079474 + Penalty 2880.996745 = -613265.082729
  nChanged 98
		SP:Iteration 18Q (150386.030000 sec): 3 clusters
  Score: Raw -616181.862533 + Penalty 2880.996745 = -613300.865789
  nChanged 73
		SP:Iteration 19Q (150386.230000 sec): 3 clusters
  Score: Raw -616206.138257 + Penalty 2880.996745 = -613325.141513
  nChanged 81
		SP:Iteration 20F (150386.350000 sec): 3 clusters
  Score: Raw -616243.411371 + Penalty 2880.996745 = -613362.414626
  nChanged 94
		SP:Iteration 21Q (150386.520000 sec): 3 clusters
  Score: Raw -616280.886820 + Penalty 2880.996745 = -613399.890075
  nChanged 100
		SP:Iteration 22Q (150386.710000 sec): 3 clusters
  Score: Raw -616318.742896 + Penalty 2880.996745 = -613437.746151
  nChanged 96
		SP:Iteration 23Q (150386.910000 sec): 3 clusters
  Score: Raw -616359.814957 + Penalty 2880.996745 = -613478.818213
  nChanged 93
		SP:Iteration 24Q (150387.110000 sec): 3 clusters
  Score: Raw -616399.389137 + Penalty 2880.996745 = -613518.392392
  nChanged 87
		SP:Iteration 25Q (150387.320000 sec): 3 clusters
  Score: Raw -616442.920917 + Penalty 2880.996745 = -613561.924173
  nChanged 97
		SP:Iteration 26Q (150387.520000 sec): 3 clusters
  Score: Raw -616481.252606 + Penalty 2880.996745 = -613600.255862
  nChanged 72
		SP:Iteration 27Q (150387.730000 sec): 3 clusters
  Score: Raw -616505.888532 + Penalty 2880.996745 = -613624.891787
  nChanged 69
		SP:Iteration 28Q (150387.930000 sec): 3 clusters
  Score: Raw -616533.189604 + Penalty 2880.996745 = -613652.192859
  nChanged 71
		SP:Iteration 29Q (150388.130000 sec): 3 clusters
  Score: Raw -616561.159812 + Penalty 2880.996745 = -613680.163068
  nChanged 60
		SP:Iteration 30Q (150388.330000 sec): 3 clusters
  Score: Raw -616582.335703 + Penalty 2880.996745 = -613701.338959
  nChanged 47
		SP:Iteration 31Q (150388.540000 sec): 3 clusters
  Score: Raw -616597.180350 + Penalty 2880.996745 = -613716.183606
  nChanged 38
		SP:Iteration 32Q (150388.740000 sec): 3 clusters
  Score: Raw -616606.482711 + Penalty 2880.996745 = -613725.485966
  nChanged 27
		SP:Iteration 33Q (150388.940000 sec): 3 clusters
  Score: Raw -616613.994831 + Penalty 2880.996745 = -613732.998087
  nChanged 25
		SP:Iteration 34Q (150389.150000 sec): 3 clusters
  Score: Raw -616619.776154 + Penalty 2880.996745 = -613738.779410
  nChanged 29
		SP:Iteration 35Q (150389.350000 sec): 3 clusters
  Score: Raw -616625.146194 + Penalty 2880.996745 = -613744.149449
  nChanged 15
		SP:Iteration 36Q (150389.550000 sec): 3 clusters
  Score: Raw -616629.057309 + Penalty 2880.996745 = -613748.060564
  nChanged 17
		SP:Iteration 37Q (150389.750000 sec): 3 clusters
  Score: Raw -616633.611974 + Penalty 2880.996745 = -613752.615229
  nChanged 21
		SP:Iteration 38Q (150389.960000 sec): 3 clusters
  Score: Raw -616636.660844 + Penalty 2880.996745 = -613755.664099
  nChanged 18
		SP:Iteration 39Q (150390.160000 sec): 3 clusters
  Score: Raw -616639.436727 + Penalty 2880.996745 = -613758.439982
  nChanged 17
		SP:Iteration 40F (150390.360000 sec): 3 clusters
  Score: Raw -616642.673327 + Penalty 2880.996745 = -613761.676582
  nChanged 13
		SP:Iteration 41Q (150390.570000 sec): 3 clusters
  Score: Raw -616644.850498 + Penalty 2880.996745 = -613763.853753
  nChanged 11
		SP:Iteration 42Q (150390.770000 sec): 3 clusters
  Score: Raw -616646.322616 + Penalty 2880.996745 = -613765.325871
  nChanged 12
		SP:Iteration 43Q (150390.970000 sec): 3 clusters
  Score: Raw -616647.434980 + Penalty 2880.996745 = -613766.438235
  nChanged 6
		SP:Iteration 44Q (150391.170000 sec): 3 clusters
  Score: Raw -616648.235169 + Penalty 2880.996745 = -613767.238424
  nChanged 7
		SP:Iteration 45Q (150391.380000 sec): 3 clusters
  Score: Raw -616649.530895 + Penalty 2880.996745 = -613768.534150
  nChanged 9
		SP:Iteration 46Q (150391.580000 sec): 3 clusters
  Score: Raw -616651.067607 + Penalty 2880.996745 = -613770.070862
  nChanged 10
		SP:Iteration 47Q (150391.780000 sec): 3 clusters
  Score: Raw -616652.649067 + Penalty 2880.996745 = -613771.652323
  nChanged 6
		SP:Iteration 48Q (150391.990000 sec): 3 clusters
  Score: Raw -616653.467514 + Penalty 2880.996745 = -613772.470769
  nChanged 4
		SP:Iteration 49Q (150392.190000 sec): 3 clusters
  Score: Raw -616653.899572 + Penalty 2880.996745 = -613772.902827
  nChanged 3
		SP:Iteration 50Q (150392.390000 sec): 3 clusters
  Score: Raw -616654.182866 + Penalty 2880.996745 = -613773.186121
  nChanged 2
		SP:Iteration 51Q (150392.590000 sec): 3 clusters
  Score: Raw -616654.335036 + Penalty 2880.996745 = -613773.338291
  nChanged 1
		SP:Iteration 52Q (150392.790000 sec): 3 clusters
  Score: Raw -616654.396053 + Penalty 2880.996745 = -613773.399309
  nChanged 0
		SP:Iteration 53F (150392.900000 sec): 3 clusters
  Score: Raw -616654.396053 + Penalty 2880.996745 = -613773.399309
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150393.040000 sec): 2 clusters
  Score: Raw -930647.435720 + Penalty 1501.151967 = -929146.283753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150393.280000 sec): 3 clusters
  Score: Raw -924836.587391 + Penalty 3002.303934 = -921834.283457
  nChanged 4438
		SP:Iteration 1F (150393.500000 sec): 3 clusters
  Score: Raw -927697.476728 + Penalty 3002.303934 = -924695.172794
  nChanged 854
		SP:Iteration 2F (150393.720000 sec): 3 clusters
  Score: Raw -928255.680037 + Penalty 3002.303934 = -925253.376103
  nChanged 712
		SP:Iteration 3F (150393.950000 sec): 3 clusters
  Score: Raw -928664.625802 + Penalty 3002.303934 = -925662.321868
  nChanged 573
		SP:Iteration 4F (150394.170000 sec): 3 clusters
  Score: Raw -928969.539415 + Penalty 3002.303934 = -925967.235481
  nChanged 473
		SP:Iteration 5Q (150394.440000 sec): 3 clusters
  Score: Raw -929218.336485 + Penalty 3002.303934 = -926216.032551
  nChanged 427
		SP:Iteration 6Q (150394.660000 sec): 3 clusters
  Score: Raw -929443.651699 + Penalty 3002.303934 = -926441.347765
  nChanged 365
		SP:Iteration 7Q (150394.890000 sec): 3 clusters
  Score: Raw -929620.812153 + Penalty 3002.303934 = -926618.508219
  nChanged 279
		SP:Iteration 8Q (150395.110000 sec): 3 clusters
  Score: Raw -929740.022666 + Penalty 3002.303934 = -926737.718732
  nChanged 232
		SP:Iteration 9Q (150395.330000 sec): 3 clusters
  Score: Raw -929846.714098 + Penalty 3002.303934 = -926844.410164
  nChanged 205
		SP:Iteration 10Q (150395.550000 sec): 3 clusters
  Score: Raw -929939.809761 + Penalty 3002.303934 = -926937.505827
  nChanged 191
		SP:Iteration 11Q (150395.780000 sec): 3 clusters
  Score: Raw -930010.702493 + Penalty 3002.303934 = -927008.398560
  nChanged 141
		SP:Iteration 12Q (150396.000000 sec): 3 clusters
  Score: Raw -930063.162760 + Penalty 3002.303934 = -927060.858826
  nChanged 122
		SP:Iteration 13Q (150396.230000 sec): 3 clusters
  Score: Raw -930107.688457 + Penalty 3002.303934 = -927105.384523
  nChanged 123
		SP:Iteration 14Q (150396.450000 sec): 3 clusters
  Score: Raw -930153.444614 + Penalty 3002.303934 = -927151.140681
  nChanged 94
		SP:Iteration 15Q (150396.670000 sec): 3 clusters
  Score: Raw -930181.732875 + Penalty 3002.303934 = -927179.428941
  nChanged 79
		SP:Iteration 16Q (150396.900000 sec): 3 clusters
  Score: Raw -930205.181438 + Penalty 3002.303934 = -927202.877504
  nChanged 76
		SP:Iteration 17Q (150397.130000 sec): 3 clusters
  Score: Raw -930222.575887 + Penalty 3002.303934 = -927220.271953
  nChanged 70
		SP:Iteration 18Q (150397.350000 sec): 3 clusters
  Score: Raw -930239.886028 + Penalty 3002.303934 = -927237.582094
  nChanged 70
		SP:Iteration 19Q (150397.570000 sec): 3 clusters
  Score: Raw -930258.243852 + Penalty 3002.303934 = -927255.939919
  nChanged 76
		SP:Iteration 20F (150397.790000 sec): 3 clusters
  Score: Raw -930277.555071 + Penalty 3002.303934 = -927275.251137
  nChanged 81
		SP:Iteration 21Q (150398.020000 sec): 3 clusters
  Score: Raw -930300.464514 + Penalty 3002.303934 = -927298.160581
  nChanged 81
		SP:Iteration 22Q (150398.250000 sec): 3 clusters
  Score: Raw -930321.408245 + Penalty 3002.303934 = -927319.104311
  nChanged 63
		SP:Iteration 23Q (150398.470000 sec): 3 clusters
  Score: Raw -930338.504316 + Penalty 3002.303934 = -927336.200382
  nChanged 62
		SP:Iteration 24Q (150398.690000 sec): 3 clusters
  Score: Raw -930357.323888 + Penalty 3002.303934 = -927355.019954
  nChanged 66
		SP:Iteration 25Q (150398.910000 sec): 3 clusters
  Score: Raw -930378.170246 + Penalty 3002.303934 = -927375.866312
  nChanged 89
		SP:Iteration 26Q (150399.140000 sec): 3 clusters
  Score: Raw -930408.464785 + Penalty 3002.303934 = -927406.160851
  nChanged 83
		SP:Iteration 27Q (150399.360000 sec): 3 clusters
  Score: Raw -930434.039414 + Penalty 3002.303934 = -927431.735480
  nChanged 80
		SP:Iteration 28Q (150399.590000 sec): 3 clusters
  Score: Raw -930456.730090 + Penalty 3002.303934 = -927454.426156
  nChanged 74
		SP:Iteration 29Q (150399.810000 sec): 3 clusters
  Score: Raw -930478.577482 + Penalty 3002.303934 = -927476.273548
  nChanged 78
		SP:Iteration 30Q (150400.030000 sec): 3 clusters
  Score: Raw -930504.642644 + Penalty 3002.303934 = -927502.338710
  nChanged 74
		SP:Iteration 31Q (150400.260000 sec): 3 clusters
  Score: Raw -930525.117566 + Penalty 3002.303934 = -927522.813632
  nChanged 63
		SP:Iteration 32Q (150400.480000 sec): 3 clusters
  Score: Raw -930546.721797 + Penalty 3002.303934 = -927544.417864
  nChanged 84
		SP:Iteration 33Q (150400.710000 sec): 3 clusters
  Score: Raw -930574.897801 + Penalty 3002.303934 = -927572.593867
  nChanged 66
		SP:Iteration 34Q (150400.930000 sec): 3 clusters
  Score: Raw -930599.728967 + Penalty 3002.303934 = -927597.425033
  nChanged 68
		SP:Iteration 35Q (150401.150000 sec): 3 clusters
  Score: Raw -930622.783731 + Penalty 3002.303934 = -927620.479797
  nChanged 65
		SP:Iteration 36Q (150401.380000 sec): 3 clusters
  Score: Raw -930646.184600 + Penalty 3002.303934 = -927643.880666
  nChanged 64
		SP:Iteration 37Q (150401.600000 sec): 3 clusters
  Score: Raw -930668.577834 + Penalty 3002.303934 = -927666.273900
  nChanged 54
		SP:Iteration 38Q (150401.820000 sec): 3 clusters
  Score: Raw -930687.121411 + Penalty 3002.303934 = -927684.817477
  nChanged 53
		SP:Iteration 39Q (150402.050000 sec): 3 clusters
  Score: Raw -930706.551292 + Penalty 3002.303934 = -927704.247359
  nChanged 42
		SP:Iteration 40F (150402.270000 sec): 3 clusters
  Score: Raw -930718.927020 + Penalty 3002.303934 = -927716.623086
  nChanged 33
		SP:Iteration 41Q (150402.590000 sec): 3 clusters
  Score: Raw -930727.105249 + Penalty 3002.303934 = -927724.801315
  nChanged 28
		SP:Iteration 42Q (150402.770000 sec): 3 clusters
  Score: Raw -930733.720505 + Penalty 3002.303934 = -927731.416571
  nChanged 23
		SP:Iteration 43Q (150402.990000 sec): 3 clusters
  Score: Raw -930738.025974 + Penalty 3002.303934 = -927735.722041
  nChanged 15
		SP:Iteration 44Q (150403.210000 sec): 3 clusters
  Score: Raw -930742.141789 + Penalty 3002.303934 = -927739.837855
  nChanged 13
		SP:Iteration 45Q (150403.400000 sec): 3 clusters
  Score: Raw -930745.876914 + Penalty 3002.303934 = -927743.572980
  nChanged 14
		SP:Iteration 46Q (150403.670000 sec): 3 clusters
  Score: Raw -930749.970609 + Penalty 3002.303934 = -927747.666675
  nChanged 10
		SP:Iteration 47Q (150403.910000 sec): 3 clusters
  Score: Raw -930754.145457 + Penalty 3002.303934 = -927751.841524
  nChanged 16
		SP:Iteration 48Q (150404.130000 sec): 3 clusters
  Score: Raw -930759.703400 + Penalty 3002.303934 = -927757.399466
  nChanged 18
		SP:Iteration 49Q (150404.350000 sec): 3 clusters
  Score: Raw -930764.561318 + Penalty 3002.303934 = -927762.257384
  nChanged 22
		SP:Iteration 50Q (150404.550000 sec): 3 clusters
  Score: Raw -930771.017087 + Penalty 3002.303934 = -927768.713153
  nChanged 20
		SP:Iteration 51Q (150404.770000 sec): 3 clusters
  Score: Raw -930777.038486 + Penalty 3002.303934 = -927774.734552
  nChanged 19
		SP:Iteration 52Q (150404.990000 sec): 3 clusters
  Score: Raw -930782.657949 + Penalty 3002.303934 = -927780.354015
  nChanged 20
		SP:Iteration 53Q (150405.210000 sec): 3 clusters
  Score: Raw -930788.544240 + Penalty 3002.303934 = -927786.240306
  nChanged 23
		SP:Iteration 54Q (150405.350000 sec): 3 clusters
  Score: Raw -930795.978216 + Penalty 3002.303934 = -927793.674282
  nChanged 24
		SP:Iteration 55Q (150405.500000 sec): 3 clusters
  Score: Raw -930802.163729 + Penalty 3002.303934 = -927799.859795
  nChanged 18
		SP:Iteration 56Q (150405.710000 sec): 3 clusters
  Score: Raw -930805.965983 + Penalty 3002.303934 = -927803.662049
  nChanged 18
		SP:Iteration 57Q (150405.940000 sec): 3 clusters
  Score: Raw -930811.548107 + Penalty 3002.303934 = -927809.244174
  nChanged 23
		SP:Iteration 58Q (150406.090000 sec): 3 clusters
  Score: Raw -930817.168246 + Penalty 3002.303934 = -927814.864312
  nChanged 16
		SP:Iteration 59Q (150406.300000 sec): 3 clusters
  Score: Raw -930821.869168 + Penalty 3002.303934 = -927819.565234
  nChanged 14
		SP:Iteration 60F (150406.510000 sec): 3 clusters
  Score: Raw -930825.889018 + Penalty 3002.303934 = -927823.585084
  nChanged 12
		SP:Iteration 61Q (150406.710000 sec): 3 clusters
  Score: Raw -930830.281418 + Penalty 3002.303934 = -927827.977484
  nChanged 18
		SP:Iteration 62Q (150406.990000 sec): 3 clusters
  Score: Raw -930836.282227 + Penalty 3002.303934 = -927833.978293
  nChanged 19
		SP:Iteration 63Q (150407.210000 sec): 3 clusters
  Score: Raw -930843.088755 + Penalty 3002.303934 = -927840.784821
  nChanged 21
		SP:Iteration 64Q (150407.430000 sec): 3 clusters
  Score: Raw -930850.729134 + Penalty 3002.303934 = -927848.425200
  nChanged 21
		SP:Iteration 65Q (150407.650000 sec): 3 clusters
  Score: Raw -930858.154758 + Penalty 3002.303934 = -927855.850824
  nChanged 21
		SP:Iteration 66Q (150407.870000 sec): 3 clusters
  Score: Raw -930865.176791 + Penalty 3002.303934 = -927862.872858
  nChanged 21
		SP:Iteration 67Q (150408.090000 sec): 3 clusters
  Score: Raw -930870.359811 + Penalty 3002.303934 = -927868.055878
  nChanged 8
		SP:Iteration 68Q (150408.310000 sec): 3 clusters
  Score: Raw -930872.809669 + Penalty 3002.303934 = -927870.505736
  nChanged 10
		SP:Iteration 69Q (150408.530000 sec): 3 clusters
  Score: Raw -930875.874070 + Penalty 3002.303934 = -927873.570137
  nChanged 8
		SP:Iteration 70Q (150408.750000 sec): 3 clusters
  Score: Raw -930877.825434 + Penalty 3002.303934 = -927875.521500
  nChanged 10
		SP:Iteration 71Q (150408.960000 sec): 3 clusters
  Score: Raw -930881.118647 + Penalty 3002.303934 = -927878.814713
  nChanged 8
		SP:Iteration 72Q (150409.110000 sec): 3 clusters
  Score: Raw -930883.273894 + Penalty 3002.303934 = -927880.969960
  nChanged 9
		SP:Iteration 73Q (150409.350000 sec): 3 clusters
  Score: Raw -930885.454902 + Penalty 3002.303934 = -927883.150968
  nChanged 10
		SP:Iteration 74Q (150409.570000 sec): 3 clusters
  Score: Raw -930887.593957 + Penalty 3002.303934 = -927885.290023
  nChanged 7
		SP:Iteration 75Q (150409.710000 sec): 3 clusters
  Score: Raw -930889.926790 + Penalty 3002.303934 = -927887.622856
  nChanged 7
		SP:Iteration 76Q (150409.850000 sec): 3 clusters
  Score: Raw -930891.701634 + Penalty 3002.303934 = -927889.397700
  nChanged 7
		SP:Iteration 77Q (150410.080000 sec): 3 clusters
  Score: Raw -930893.602679 + Penalty 3002.303934 = -927891.298745
  nChanged 5
		SP:Iteration 78Q (150410.230000 sec): 3 clusters
  Score: Raw -930895.143209 + Penalty 3002.303934 = -927892.839275
  nChanged 7
		SP:Iteration 79Q (150410.460000 sec): 3 clusters
  Score: Raw -930897.088344 + Penalty 3002.303934 = -927894.784410
  nChanged 4
		SP:Iteration 80F (150410.670000 sec): 3 clusters
  Score: Raw -930897.913036 + Penalty 3002.303934 = -927895.609102
  nChanged 4
		SP:Iteration 81Q (150410.900000 sec): 3 clusters
  Score: Raw -930899.199498 + Penalty 3002.303934 = -927896.895564
  nChanged 5
		SP:Iteration 82Q (150411.120000 sec): 3 clusters
  Score: Raw -930900.449525 + Penalty 3002.303934 = -927898.145591
  nChanged 3
		SP:Iteration 83Q (150411.340000 sec): 3 clusters
  Score: Raw -930901.363885 + Penalty 3002.303934 = -927899.059951
  nChanged 4
		SP:Iteration 84Q (150411.560000 sec): 3 clusters
  Score: Raw -930902.091043 + Penalty 3002.303934 = -927899.787109
  nChanged 2
		SP:Iteration 85Q (150411.790000 sec): 3 clusters
  Score: Raw -930902.319712 + Penalty 3002.303934 = -927900.015778
  nChanged 0
		SP:Iteration 86F (150412.010000 sec): 3 clusters
  Score: Raw -930902.319712 + Penalty 3002.303934 = -927900.015778
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (7342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150412.120000 sec): 2 clusters
  Score: Raw -731508.871504 + Penalty 1446.472067 = -730062.399437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150412.320000 sec): 3 clusters
  Score: Raw -727514.441041 + Penalty 2892.944133 = -724621.496907
  nChanged 3075
		SP:Iteration 1F (150412.530000 sec): 3 clusters
  Score: Raw -729200.174646 + Penalty 2892.944133 = -726307.230513
  nChanged 468
		SP:Iteration 2F (150412.730000 sec): 3 clusters
  Score: Raw -729403.475984 + Penalty 2892.944133 = -726510.531851
  nChanged 335
		SP:Iteration 3Q (150412.930000 sec): 3 clusters
  Score: Raw -729534.025925 + Penalty 2892.944133 = -726641.081792
  nChanged 288
		SP:Iteration 4Q (150413.130000 sec): 3 clusters
  Score: Raw -729643.812761 + Penalty 2892.944133 = -726750.868627
  nChanged 245
		SP:Iteration 5Q (150413.330000 sec): 3 clusters
  Score: Raw -729727.852314 + Penalty 2892.944133 = -726834.908180
  nChanged 225
		SP:Iteration 6Q (150413.530000 sec): 3 clusters
  Score: Raw -729804.492320 + Penalty 2892.944133 = -726911.548187
  nChanged 235
		SP:Iteration 7Q (150413.730000 sec): 3 clusters
  Score: Raw -729903.550748 + Penalty 2892.944133 = -727010.606614
  nChanged 255
		SP:Iteration 8Q (150413.930000 sec): 3 clusters
  Score: Raw -730023.439149 + Penalty 2892.944133 = -727130.495016
  nChanged 283
		SP:Iteration 9Q (150414.130000 sec): 3 clusters
  Score: Raw -730169.010052 + Penalty 2892.944133 = -727276.065919
  nChanged 297
		SP:Iteration 10Q (150414.330000 sec): 3 clusters
  Score: Raw -730334.356672 + Penalty 2892.944133 = -727441.412539
  nChanged 324
		SP:Iteration 11Q (150414.530000 sec): 3 clusters
  Score: Raw -730529.395939 + Penalty 2892.944133 = -727636.451806
  nChanged 314
		SP:Iteration 12Q (150414.730000 sec): 3 clusters
  Score: Raw -730735.716831 + Penalty 2892.944133 = -727842.772697
  nChanged 295
		SP:Iteration 13Q (150414.940000 sec): 3 clusters
  Score: Raw -730949.264339 + Penalty 2892.944133 = -728056.320206
  nChanged 268
		SP:Iteration 14Q (150415.140000 sec): 3 clusters
  Score: Raw -731157.485380 + Penalty 2892.944133 = -728264.541246
  nChanged 212
		SP:Iteration 15Q (150415.340000 sec): 3 clusters
  Score: Raw -731321.947497 + Penalty 2892.944133 = -728429.003364
  nChanged 146
		SP:Iteration 16Q (150415.540000 sec): 3 clusters
  Score: Raw -731446.626946 + Penalty 2892.944133 = -728553.682813
  nChanged 95
		SP:Iteration 17Q (150415.750000 sec): 3 clusters
  Score: Raw -731520.577940 + Penalty 2892.944133 = -728627.633807
  nChanged 70
		SP:Iteration 18Q (150415.950000 sec): 3 clusters
  Score: Raw -731576.393328 + Penalty 2892.944133 = -728683.449195
  nChanged 42
		SP:Iteration 19Q (150416.150000 sec): 3 clusters
  Score: Raw -731622.394293 + Penalty 2892.944133 = -728729.450159
  nChanged 33
		SP:Iteration 20F (150416.360000 sec): 3 clusters
  Score: Raw -731660.007228 + Penalty 2892.944133 = -728767.063095
  nChanged 23
		SP:Iteration 21Q (150416.560000 sec): 3 clusters
  Score: Raw -731683.828326 + Penalty 2892.944133 = -728790.884192
  nChanged 18
		SP:Iteration 22Q (150416.760000 sec): 3 clusters
  Score: Raw -731701.076912 + Penalty 2892.944133 = -728808.132778
  nChanged 17
		SP:Iteration 23Q (150416.960000 sec): 3 clusters
  Score: Raw -731716.518368 + Penalty 2892.944133 = -728823.574235
  nChanged 12
		SP:Iteration 24Q (150417.200000 sec): 3 clusters
  Score: Raw -731728.882565 + Penalty 2892.944133 = -728835.938432
  nChanged 13
		SP:Iteration 25Q (150417.410000 sec): 3 clusters
  Score: Raw -731742.535966 + Penalty 2892.944133 = -728849.591833
  nChanged 10
		SP:Iteration 26Q (150417.610000 sec): 3 clusters
  Score: Raw -731750.334972 + Penalty 2892.944133 = -728857.390839
  nChanged 4
		SP:Iteration 27Q (150417.820000 sec): 3 clusters
  Score: Raw -731752.685188 + Penalty 2892.944133 = -728859.741055
  nChanged 2
		SP:Iteration 28Q (150418.020000 sec): 3 clusters
  Score: Raw -731754.253197 + Penalty 2892.944133 = -728861.309064
  nChanged 2
		SP:Iteration 29Q (150418.220000 sec): 3 clusters
  Score: Raw -731756.409617 + Penalty 2892.944133 = -728863.465483
  nChanged 2
		SP:Iteration 30Q (150418.420000 sec): 3 clusters
  Score: Raw -731757.586002 + Penalty 2892.944133 = -728864.641868
  nChanged 1
		SP:Iteration 31Q (150418.610000 sec): 3 clusters
  Score: Raw -731758.999504 + Penalty 2892.944133 = -728866.055370
  nChanged 4
		SP:Iteration 32Q (150418.790000 sec): 3 clusters
  Score: Raw -731762.509956 + Penalty 2892.944133 = -728869.565823
  nChanged 0
		SP:Iteration 33F (150418.990000 sec): 3 clusters
  Score: Raw -731762.509956 + Penalty 2892.944133 = -728869.565823
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (4036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150419.110000 sec): 2 clusters
  Score: Raw -346243.446476 + Penalty 1349.239024 = -344894.207451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150419.190000 sec): 3 clusters
  Score: Raw -344250.571355 + Penalty 2698.478049 = -341552.093306
  nChanged 1630
		SP:Iteration 1F (150419.270000 sec): 3 clusters
  Score: Raw -345520.532363 + Penalty 2698.478049 = -342822.054314
  nChanged 439
		SP:Iteration 2F (150419.350000 sec): 3 clusters
  Score: Raw -346024.757153 + Penalty 2698.478049 = -343326.279104
  nChanged 335
		SP:Iteration 3F (150419.420000 sec): 3 clusters
  Score: Raw -346386.428081 + Penalty 2698.478049 = -343687.950032
  nChanged 268
		SP:Iteration 4F (150419.490000 sec): 3 clusters
  Score: Raw -346666.905747 + Penalty 2698.478049 = -343968.427698
  nChanged 230
		SP:Iteration 5F (150419.560000 sec): 3 clusters
  Score: Raw -346863.202852 + Penalty 2698.478049 = -344164.724803
  nChanged 163
		SP:Iteration 6Q (150419.640000 sec): 3 clusters
  Score: Raw -346969.393946 + Penalty 2698.478049 = -344270.915897
  nChanged 101
		SP:Iteration 7Q (150419.720000 sec): 3 clusters
  Score: Raw -347026.089224 + Penalty 2698.478049 = -344327.611175
  nChanged 78
		SP:Iteration 8Q (150419.790000 sec): 3 clusters
  Score: Raw -347062.217754 + Penalty 2698.478049 = -344363.739705
  nChanged 63
		SP:Iteration 9Q (150419.860000 sec): 3 clusters
  Score: Raw -347090.743223 + Penalty 2698.478049 = -344392.265174
  nChanged 52
		SP:Iteration 10Q (150419.940000 sec): 3 clusters
  Score: Raw -347111.920673 + Penalty 2698.478049 = -344413.442624
  nChanged 40
		SP:Iteration 11Q (150420.060000 sec): 3 clusters
  Score: Raw -347124.804265 + Penalty 2698.478049 = -344426.326216
  nChanged 31
		SP:Iteration 12Q (150420.140000 sec): 3 clusters
  Score: Raw -347136.627831 + Penalty 2698.478049 = -344438.149782
  nChanged 29
		SP:Iteration 13Q (150420.210000 sec): 3 clusters
  Score: Raw -347149.985951 + Penalty 2698.478049 = -344451.507902
  nChanged 21
		SP:Iteration 14Q (150420.290000 sec): 3 clusters
  Score: Raw -347156.258845 + Penalty 2698.478049 = -344457.780796
  nChanged 15
		SP:Iteration 15Q (150420.360000 sec): 3 clusters
  Score: Raw -347160.479516 + Penalty 2698.478049 = -344462.001467
  nChanged 14
		SP:Iteration 16Q (150420.440000 sec): 3 clusters
  Score: Raw -347163.743627 + Penalty 2698.478049 = -344465.265578
  nChanged 9
		SP:Iteration 17Q (150420.510000 sec): 3 clusters
  Score: Raw -347166.114675 + Penalty 2698.478049 = -344467.636626
  nChanged 3
		SP:Iteration 18Q (150420.580000 sec): 3 clusters
  Score: Raw -347166.445427 + Penalty 2698.478049 = -344467.967378
  nChanged 5
		SP:Iteration 19Q (150420.660000 sec): 3 clusters
  Score: Raw -347168.163875 + Penalty 2698.478049 = -344469.685826
  nChanged 8
		SP:Iteration 20F (150420.740000 sec): 3 clusters
  Score: Raw -347170.464723 + Penalty 2698.478049 = -344471.986674
  nChanged 6
		SP:Iteration 21Q (150420.810000 sec): 3 clusters
  Score: Raw -347171.870517 + Penalty 2698.478049 = -344473.392468
  nChanged 4
		SP:Iteration 22Q (150420.880000 sec): 3 clusters
  Score: Raw -347172.908490 + Penalty 2698.478049 = -344474.430441
  nChanged 7
		SP:Iteration 23Q (150420.960000 sec): 3 clusters
  Score: Raw -347174.338503 + Penalty 2698.478049 = -344475.860454
  nChanged 8
		SP:Iteration 24Q (150421.030000 sec): 3 clusters
  Score: Raw -347175.618656 + Penalty 2698.478049 = -344477.140607
  nChanged 1
		SP:Iteration 25Q (150421.110000 sec): 3 clusters
  Score: Raw -347175.797236 + Penalty 2698.478049 = -344477.319187
  nChanged 2
		SP:Iteration 26Q (150421.180000 sec): 3 clusters
  Score: Raw -347176.089154 + Penalty 2698.478049 = -344477.611105
  nChanged 5
		SP:Iteration 27Q (150421.260000 sec): 3 clusters
  Score: Raw -347177.333659 + Penalty 2698.478049 = -344478.855610
  nChanged 1
		SP:Iteration 28Q (150421.330000 sec): 3 clusters
  Score: Raw -347177.501184 + Penalty 2698.478049 = -344479.023135
  nChanged 1
		SP:Iteration 29Q (150421.400000 sec): 3 clusters
  Score: Raw -347177.616309 + Penalty 2698.478049 = -344479.138260
  nChanged 0
		SP:Iteration 30F (150421.480000 sec): 3 clusters
  Score: Raw -347177.616309 + Penalty 2698.478049 = -344479.138260
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (2032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150421.590000 sec): 2 clusters
  Score: Raw -152464.047520 + Penalty 1237.726069 = -151226.321451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150421.630000 sec): 3 clusters
  Score: Raw -151697.789341 + Penalty 2475.452138 = -149222.337203
  nChanged 724
		SP:Iteration 1F (150421.680000 sec): 3 clusters
  Score: Raw -152579.998217 + Penalty 2475.452138 = -150104.546080
  nChanged 252
		SP:Iteration 2F (150421.720000 sec): 3 clusters
  Score: Raw -153057.720695 + Penalty 2475.452138 = -150582.268558
  nChanged 175
		SP:Iteration 3F (150421.760000 sec): 3 clusters
  Score: Raw -153349.258801 + Penalty 2475.452138 = -150873.806663
  nChanged 101
		SP:Iteration 4Q (150421.800000 sec): 3 clusters
  Score: Raw -153453.901204 + Penalty 2475.452138 = -150978.449066
  nChanged 58
		SP:Iteration 5Q (150421.840000 sec): 3 clusters
  Score: Raw -153510.442160 + Penalty 2475.452138 = -151034.990022
  nChanged 38
		SP:Iteration 6Q (150421.890000 sec): 3 clusters
  Score: Raw -153541.868354 + Penalty 2475.452138 = -151066.416216
  nChanged 27
		SP:Iteration 7Q (150421.930000 sec): 3 clusters
  Score: Raw -153557.436864 + Penalty 2475.452138 = -151081.984726
  nChanged 14
		SP:Iteration 8Q (150421.970000 sec): 3 clusters
  Score: Raw -153564.770773 + Penalty 2475.452138 = -151089.318635
  nChanged 8
		SP:Iteration 9Q (150422.010000 sec): 3 clusters
  Score: Raw -153567.702046 + Penalty 2475.452138 = -151092.249908
  nChanged 3
		SP:Iteration 10Q (150422.060000 sec): 3 clusters
  Score: Raw -153569.440271 + Penalty 2475.452138 = -151093.988133
  nChanged 3
		SP:Iteration 11Q (150422.100000 sec): 3 clusters
  Score: Raw -153571.027200 + Penalty 2475.452138 = -151095.575063
  nChanged 0
		SP:Iteration 12F (150422.140000 sec): 3 clusters
  Score: Raw -153571.027200 + Penalty 2475.452138 = -151095.575063
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (2545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150422.210000 sec): 2 clusters
  Score: Raw -201715.193647 + Penalty 1274.306463 = -200440.887184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150422.260000 sec): 3 clusters
  Score: Raw -200585.370816 + Penalty 2548.612927 = -198036.757889
  nChanged 960
		SP:Iteration 1F (150422.310000 sec): 3 clusters
  Score: Raw -201230.903489 + Penalty 2548.612927 = -198682.290563
  nChanged 242
		SP:Iteration 2F (150422.370000 sec): 3 clusters
  Score: Raw -201458.503183 + Penalty 2548.612927 = -198909.890256
  nChanged 190
		SP:Iteration 3F (150422.420000 sec): 3 clusters
  Score: Raw -201615.470303 + Penalty 2548.612927 = -199066.857376
  nChanged 118
		SP:Iteration 4Q (150422.470000 sec): 3 clusters
  Score: Raw -201723.570047 + Penalty 2548.612927 = -199174.957120
  nChanged 93
		SP:Iteration 5Q (150422.520000 sec): 3 clusters
  Score: Raw -201800.665504 + Penalty 2548.612927 = -199252.052577
  nChanged 78
		SP:Iteration 6Q (150422.580000 sec): 3 clusters
  Score: Raw -201866.309356 + Penalty 2548.612927 = -199317.696429
  nChanged 69
		SP:Iteration 7Q (150422.630000 sec): 3 clusters
  Score: Raw -201927.689849 + Penalty 2548.612927 = -199379.076922
  nChanged 65
		SP:Iteration 8Q (150422.680000 sec): 3 clusters
  Score: Raw -201991.591614 + Penalty 2548.612927 = -199442.978687
  nChanged 70
		SP:Iteration 9Q (150422.740000 sec): 3 clusters
  Score: Raw -202059.504218 + Penalty 2548.612927 = -199510.891291
  nChanged 61
		SP:Iteration 10Q (150422.790000 sec): 3 clusters
  Score: Raw -202103.723808 + Penalty 2548.612927 = -199555.110881
  nChanged 55
		SP:Iteration 11Q (150422.880000 sec): 3 clusters
  Score: Raw -202137.043316 + Penalty 2548.612927 = -199588.430389
  nChanged 43
		SP:Iteration 12Q (150423.060000 sec): 3 clusters
  Score: Raw -202162.501931 + Penalty 2548.612927 = -199613.889005
  nChanged 36
		SP:Iteration 13Q (150423.160000 sec): 3 clusters
  Score: Raw -202183.606587 + Penalty 2548.612927 = -199634.993660
  nChanged 26
		SP:Iteration 14Q (150423.210000 sec): 3 clusters
  Score: Raw -202198.079233 + Penalty 2548.612927 = -199649.466306
  nChanged 25
		SP:Iteration 15Q (150423.260000 sec): 3 clusters
  Score: Raw -202212.326736 + Penalty 2548.612927 = -199663.713809
  nChanged 18
		SP:Iteration 16Q (150423.320000 sec): 3 clusters
  Score: Raw -202222.050188 + Penalty 2548.612927 = -199673.437261
  nChanged 13
		SP:Iteration 17Q (150423.370000 sec): 3 clusters
  Score: Raw -202227.476321 + Penalty 2548.612927 = -199678.863394
  nChanged 10
		SP:Iteration 18Q (150423.420000 sec): 3 clusters
  Score: Raw -202231.964063 + Penalty 2548.612927 = -199683.351136
  nChanged 6
		SP:Iteration 19Q (150423.470000 sec): 3 clusters
  Score: Raw -202235.989517 + Penalty 2548.612927 = -199687.376590
  nChanged 9
		SP:Iteration 20F (150423.520000 sec): 3 clusters
  Score: Raw -202239.805398 + Penalty 2548.612927 = -199691.192471
  nChanged 7
		SP:Iteration 21Q (150423.580000 sec): 3 clusters
  Score: Raw -202242.933174 + Penalty 2548.612927 = -199694.320247
  nChanged 5
		SP:Iteration 22Q (150423.630000 sec): 3 clusters
  Score: Raw -202245.541837 + Penalty 2548.612927 = -199696.928911
  nChanged 4
		SP:Iteration 23Q (150423.680000 sec): 3 clusters
  Score: Raw -202247.481131 + Penalty 2548.612927 = -199698.868204
  nChanged 2
		SP:Iteration 24Q (150423.740000 sec): 3 clusters
  Score: Raw -202248.021676 + Penalty 2548.612927 = -199699.408749
  nChanged 2
		SP:Iteration 25Q (150423.790000 sec): 3 clusters
  Score: Raw -202249.510846 + Penalty 2548.612927 = -199700.897919
  nChanged 2
		SP:Iteration 26Q (150423.840000 sec): 3 clusters
  Score: Raw -202249.748513 + Penalty 2548.612927 = -199701.135586
  nChanged 2
		SP:Iteration 27Q (150423.890000 sec): 3 clusters
  Score: Raw -202249.994780 + Penalty 2548.612927 = -199701.381853
  nChanged 1
		SP:Iteration 28Q (150423.940000 sec): 3 clusters
  Score: Raw -202250.625214 + Penalty 2548.612927 = -199702.012287
  nChanged 3
		SP:Iteration 29Q (150424.000000 sec): 3 clusters
  Score: Raw -202251.828934 + Penalty 2548.612927 = -199703.216008
  nChanged 2
		SP:Iteration 30Q (150424.050000 sec): 3 clusters
  Score: Raw -202252.493994 + Penalty 2548.612927 = -199703.881067
  nChanged 5
		SP:Iteration 31Q (150424.100000 sec): 3 clusters
  Score: Raw -202254.786863 + Penalty 2548.612927 = -199706.173936
  nChanged 4
		SP:Iteration 32Q (150424.150000 sec): 3 clusters
  Score: Raw -202258.634069 + Penalty 2548.612927 = -199710.021142
  nChanged 7
		SP:Iteration 33Q (150424.200000 sec): 3 clusters
  Score: Raw -202262.557715 + Penalty 2548.612927 = -199713.944788
  nChanged 6
		SP:Iteration 34Q (150424.260000 sec): 3 clusters
  Score: Raw -202265.183293 + Penalty 2548.612927 = -199716.570366
  nChanged 6
		SP:Iteration 35Q (150424.310000 sec): 3 clusters
  Score: Raw -202266.912268 + Penalty 2548.612927 = -199718.299341
  nChanged 3
		SP:Iteration 36Q (150424.360000 sec): 3 clusters
  Score: Raw -202270.103446 + Penalty 2548.612927 = -199721.490519
  nChanged 6
		SP:Iteration 37Q (150424.410000 sec): 3 clusters
  Score: Raw -202274.832800 + Penalty 2548.612927 = -199726.219873
  nChanged 8
		SP:Iteration 38Q (150424.470000 sec): 3 clusters
  Score: Raw -202279.005570 + Penalty 2548.612927 = -199730.392644
  nChanged 9
		SP:Iteration 39Q (150424.520000 sec): 3 clusters
  Score: Raw -202284.894584 + Penalty 2548.612927 = -199736.281657
  nChanged 10
		SP:Iteration 40F (150424.570000 sec): 3 clusters
  Score: Raw -202290.624627 + Penalty 2548.612927 = -199742.011700
  nChanged 9
		SP:Iteration 41Q (150424.620000 sec): 3 clusters
  Score: Raw -202294.075451 + Penalty 2548.612927 = -199745.462524
  nChanged 7
		SP:Iteration 42Q (150424.680000 sec): 3 clusters
  Score: Raw -202295.912636 + Penalty 2548.612927 = -199747.299709
  nChanged 4
		SP:Iteration 43Q (150424.730000 sec): 3 clusters
  Score: Raw -202297.155288 + Penalty 2548.612927 = -199748.542361
  nChanged 2
		SP:Iteration 44Q (150424.780000 sec): 3 clusters
  Score: Raw -202297.855748 + Penalty 2548.612927 = -199749.242821
  nChanged 0
		SP:Iteration 45F (150424.840000 sec): 3 clusters
  Score: Raw -202297.855748 + Penalty 2548.612927 = -199749.242821
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150424.950000 sec): 2 clusters
  Score: Raw -211390.629258 + Penalty 1330.255224 = -210060.374034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150425.120000 sec): 3 clusters
  Score: Raw -209657.334727 + Penalty 2660.510448 = -206996.824279
  nChanged 1423
		SP:Iteration 1F (150425.270000 sec): 3 clusters
  Score: Raw -210850.892426 + Penalty 2660.510448 = -208190.381978
  nChanged 434
		SP:Iteration 2F (150425.330000 sec): 3 clusters
  Score: Raw -211428.635693 + Penalty 2660.510448 = -208768.125245
  nChanged 346
		SP:Iteration 3F (150425.400000 sec): 3 clusters
  Score: Raw -211843.088543 + Penalty 2660.510448 = -209182.578095
  nChanged 242
		SP:Iteration 4F (150425.460000 sec): 3 clusters
  Score: Raw -212088.624090 + Penalty 2660.510448 = -209428.113642
  nChanged 159
		SP:Iteration 5Q (150425.520000 sec): 3 clusters
  Score: Raw -212198.302278 + Penalty 2660.510448 = -209537.791830
  nChanged 100
		SP:Iteration 6Q (150425.580000 sec): 3 clusters
  Score: Raw -212258.170407 + Penalty 2660.510448 = -209597.659959
  nChanged 69
		SP:Iteration 7Q (150425.640000 sec): 3 clusters
  Score: Raw -212287.957539 + Penalty 2660.510448 = -209627.447091
  nChanged 45
		SP:Iteration 8Q (150425.700000 sec): 3 clusters
  Score: Raw -212310.522995 + Penalty 2660.510448 = -209650.012547
  nChanged 39
		SP:Iteration 9Q (150425.760000 sec): 3 clusters
  Score: Raw -212327.125221 + Penalty 2660.510448 = -209666.614773
  nChanged 33
		SP:Iteration 10Q (150425.820000 sec): 3 clusters
  Score: Raw -212337.557772 + Penalty 2660.510448 = -209677.047324
  nChanged 17
		SP:Iteration 11Q (150425.890000 sec): 3 clusters
  Score: Raw -212343.642947 + Penalty 2660.510448 = -209683.132499
  nChanged 12
		SP:Iteration 12Q (150425.950000 sec): 3 clusters
  Score: Raw -212347.281931 + Penalty 2660.510448 = -209686.771483
  nChanged 16
		SP:Iteration 13Q (150426.010000 sec): 3 clusters
  Score: Raw -212351.450297 + Penalty 2660.510448 = -209690.939849
  nChanged 13
		SP:Iteration 14Q (150426.070000 sec): 3 clusters
  Score: Raw -212353.958882 + Penalty 2660.510448 = -209693.448434
  nChanged 12
		SP:Iteration 15Q (150426.130000 sec): 3 clusters
  Score: Raw -212355.935793 + Penalty 2660.510448 = -209695.425345
  nChanged 4
		SP:Iteration 16Q (150426.200000 sec): 3 clusters
  Score: Raw -212356.835384 + Penalty 2660.510448 = -209696.324936
  nChanged 6
		SP:Iteration 17Q (150426.260000 sec): 3 clusters
  Score: Raw -212357.887582 + Penalty 2660.510448 = -209697.377134
  nChanged 5
		SP:Iteration 18Q (150426.320000 sec): 3 clusters
  Score: Raw -212359.119223 + Penalty 2660.510448 = -209698.608774
  nChanged 2
		SP:Iteration 19Q (150426.400000 sec): 3 clusters
  Score: Raw -212359.620050 + Penalty 2660.510448 = -209699.109602
  nChanged 3
		SP:Iteration 20F (150426.460000 sec): 3 clusters
  Score: Raw -212360.008990 + Penalty 2660.510448 = -209699.498542
  nChanged 2
		SP:Iteration 21Q (150426.520000 sec): 3 clusters
  Score: Raw -212360.643586 + Penalty 2660.510448 = -209700.133138
  nChanged 1
		SP:Iteration 22Q (150426.580000 sec): 3 clusters
  Score: Raw -212361.219753 + Penalty 2660.510448 = -209700.709305
  nChanged 2
		SP:Iteration 23Q (150426.640000 sec): 3 clusters
  Score: Raw -212361.484918 + Penalty 2660.510448 = -209700.974470
  nChanged 3
		SP:Iteration 24Q (150426.700000 sec): 3 clusters
  Score: Raw -212361.993409 + Penalty 2660.510448 = -209701.482960
  nChanged 4
		SP:Iteration 25Q (150426.760000 sec): 3 clusters
  Score: Raw -212362.711396 + Penalty 2660.510448 = -209702.200948
  nChanged 2
		SP:Iteration 26Q (150426.830000 sec): 3 clusters
  Score: Raw -212363.147305 + Penalty 2660.510448 = -209702.636857
  nChanged 1
		SP:Iteration 27Q (150426.890000 sec): 3 clusters
  Score: Raw -212363.417158 + Penalty 2660.510448 = -209702.906710
  nChanged 1
		SP:Iteration 28Q (150426.950000 sec): 3 clusters
  Score: Raw -212363.661712 + Penalty 2660.510448 = -209703.151264
  nChanged 2
		SP:Iteration 29Q (150427.010000 sec): 3 clusters
  Score: Raw -212364.120496 + Penalty 2660.510448 = -209703.610048
  nChanged 3
		SP:Iteration 30Q (150427.070000 sec): 3 clusters
  Score: Raw -212365.130121 + Penalty 2660.510448 = -209704.619673
  nChanged 4
		SP:Iteration 31Q (150427.190000 sec): 3 clusters
  Score: Raw -212367.120042 + Penalty 2660.510448 = -209706.609594
  nChanged 5
		SP:Iteration 32Q (150427.250000 sec): 3 clusters
  Score: Raw -212370.176183 + Penalty 2660.510448 = -209709.665735
  nChanged 7
		SP:Iteration 33Q (150427.320000 sec): 3 clusters
  Score: Raw -212371.983650 + Penalty 2660.510448 = -209711.473202
  nChanged 7
		SP:Iteration 34Q (150427.380000 sec): 3 clusters
  Score: Raw -212374.594931 + Penalty 2660.510448 = -209714.084483
  nChanged 10
		SP:Iteration 35Q (150427.440000 sec): 3 clusters
  Score: Raw -212377.520317 + Penalty 2660.510448 = -209717.009869
  nChanged 9
		SP:Iteration 36Q (150427.500000 sec): 3 clusters
  Score: Raw -212379.646858 + Penalty 2660.510448 = -209719.136410
  nChanged 8
		SP:Iteration 37Q (150427.560000 sec): 3 clusters
  Score: Raw -212382.030264 + Penalty 2660.510448 = -209721.519816
  nChanged 9
		SP:Iteration 38Q (150427.620000 sec): 3 clusters
  Score: Raw -212385.271018 + Penalty 2660.510448 = -209724.760570
  nChanged 6
		SP:Iteration 39Q (150427.680000 sec): 3 clusters
  Score: Raw -212387.703366 + Penalty 2660.510448 = -209727.192918
  nChanged 10
		SP:Iteration 40F (150427.740000 sec): 3 clusters
  Score: Raw -212393.275209 + Penalty 2660.510448 = -209732.764760
  nChanged 14
		SP:Iteration 41Q (150427.850000 sec): 3 clusters
  Score: Raw -212396.758498 + Penalty 2660.510448 = -209736.248050
  nChanged 8
		SP:Iteration 42Q (150427.920000 sec): 3 clusters
  Score: Raw -212399.765384 + Penalty 2660.510448 = -209739.254935
  nChanged 5
		SP:Iteration 43Q (150427.980000 sec): 3 clusters
  Score: Raw -212401.613479 + Penalty 2660.510448 = -209741.103031
  nChanged 4
		SP:Iteration 44Q (150428.040000 sec): 3 clusters
  Score: Raw -212402.502220 + Penalty 2660.510448 = -209741.991772
  nChanged 6
		SP:Iteration 45Q (150428.100000 sec): 3 clusters
  Score: Raw -212405.284407 + Penalty 2660.510448 = -209744.773959
  nChanged 2
		SP:Iteration 46Q (150428.160000 sec): 3 clusters
  Score: Raw -212407.475326 + Penalty 2660.510448 = -209746.964878
  nChanged 5
		SP:Iteration 47Q (150428.220000 sec): 3 clusters
  Score: Raw -212409.300768 + Penalty 2660.510448 = -209748.790320
  nChanged 7
		SP:Iteration 48Q (150428.290000 sec): 3 clusters
  Score: Raw -212411.305296 + Penalty 2660.510448 = -209750.794848
  nChanged 0
		SP:Iteration 49F (150428.350000 sec): 3 clusters
  Score: Raw -212411.305296 + Penalty 2660.510448 = -209750.794848
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150428.420000 sec): 2 clusters
  Score: Raw -235514.935141 + Penalty 1273.666699 = -234241.268442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150428.470000 sec): 3 clusters
  Score: Raw -234399.810492 + Penalty 2547.333398 = -231852.477094
  nChanged 964
		SP:Iteration 1F (150428.520000 sec): 3 clusters
  Score: Raw -235118.174657 + Penalty 2547.333398 = -232570.841260
  nChanged 264
		SP:Iteration 2F (150428.570000 sec): 3 clusters
  Score: Raw -235409.764010 + Penalty 2547.333398 = -232862.430613
  nChanged 189
		SP:Iteration 3F (150428.620000 sec): 3 clusters
  Score: Raw -235603.563566 + Penalty 2547.333398 = -233056.230168
  nChanged 133
		SP:Iteration 4F (150428.670000 sec): 3 clusters
  Score: Raw -235711.031648 + Penalty 2547.333398 = -233163.698250
  nChanged 107
		SP:Iteration 5Q (150428.720000 sec): 3 clusters
  Score: Raw -235786.498351 + Penalty 2547.333398 = -233239.164954
  nChanged 81
		SP:Iteration 6Q (150428.770000 sec): 3 clusters
  Score: Raw -235843.390306 + Penalty 2547.333398 = -233296.056908
  nChanged 74
		SP:Iteration 7Q (150428.820000 sec): 3 clusters
  Score: Raw -235887.808334 + Penalty 2547.333398 = -233340.474937
  nChanged 68
		SP:Iteration 8Q (150428.880000 sec): 3 clusters
  Score: Raw -235928.599409 + Penalty 2547.333398 = -233381.266012
  nChanged 66
		SP:Iteration 9Q (150428.930000 sec): 3 clusters
  Score: Raw -235974.324078 + Penalty 2547.333398 = -233426.990680
  nChanged 60
		SP:Iteration 10Q (150428.980000 sec): 3 clusters
  Score: Raw -236011.003404 + Penalty 2547.333398 = -233463.670006
  nChanged 52
		SP:Iteration 11Q (150429.030000 sec): 3 clusters
  Score: Raw -236037.737078 + Penalty 2547.333398 = -233490.403680
  nChanged 34
		SP:Iteration 12Q (150429.080000 sec): 3 clusters
  Score: Raw -236052.312376 + Penalty 2547.333398 = -233504.978979
  nChanged 20
		SP:Iteration 13Q (150429.130000 sec): 3 clusters
  Score: Raw -236058.985382 + Penalty 2547.333398 = -233511.651985
  nChanged 15
		SP:Iteration 14Q (150429.180000 sec): 3 clusters
  Score: Raw -236066.891602 + Penalty 2547.333398 = -233519.558205
  nChanged 16
		SP:Iteration 15Q (150429.230000 sec): 3 clusters
  Score: Raw -236072.906782 + Penalty 2547.333398 = -233525.573384
  nChanged 9
		SP:Iteration 16Q (150429.280000 sec): 3 clusters
  Score: Raw -236076.680875 + Penalty 2547.333398 = -233529.347478
  nChanged 11
		SP:Iteration 17Q (150429.330000 sec): 3 clusters
  Score: Raw -236082.152261 + Penalty 2547.333398 = -233534.818864
  nChanged 9
		SP:Iteration 18Q (150429.380000 sec): 3 clusters
  Score: Raw -236085.621698 + Penalty 2547.333398 = -233538.288300
  nChanged 12
		SP:Iteration 19Q (150429.440000 sec): 3 clusters
  Score: Raw -236090.157232 + Penalty 2547.333398 = -233542.823834
  nChanged 13
		SP:Iteration 20F (150429.480000 sec): 3 clusters
  Score: Raw -236094.934835 + Penalty 2547.333398 = -233547.601438
  nChanged 10
		SP:Iteration 21Q (150429.540000 sec): 3 clusters
  Score: Raw -236099.093974 + Penalty 2547.333398 = -233551.760576
  nChanged 8
		SP:Iteration 22Q (150429.590000 sec): 3 clusters
  Score: Raw -236102.755776 + Penalty 2547.333398 = -233555.422379
  nChanged 6
		SP:Iteration 23Q (150429.640000 sec): 3 clusters
  Score: Raw -236105.231173 + Penalty 2547.333398 = -233557.897775
  nChanged 5
		SP:Iteration 24Q (150429.690000 sec): 3 clusters
  Score: Raw -236107.531536 + Penalty 2547.333398 = -233560.198138
  nChanged 6
		SP:Iteration 25Q (150429.740000 sec): 3 clusters
  Score: Raw -236109.682667 + Penalty 2547.333398 = -233562.349269
  nChanged 1
		SP:Iteration 26Q (150429.790000 sec): 3 clusters
  Score: Raw -236110.134985 + Penalty 2547.333398 = -233562.801588
  nChanged 1
		SP:Iteration 27Q (150429.840000 sec): 3 clusters
  Score: Raw -236110.558754 + Penalty 2547.333398 = -233563.225356
  nChanged 3
		SP:Iteration 28Q (150429.890000 sec): 3 clusters
  Score: Raw -236112.783489 + Penalty 2547.333398 = -233565.450091
  nChanged 5
		SP:Iteration 29Q (150429.940000 sec): 3 clusters
  Score: Raw -236114.626879 + Penalty 2547.333398 = -233567.293481
  nChanged 4
		SP:Iteration 30Q (150430.000000 sec): 3 clusters
  Score: Raw -236115.750198 + Penalty 2547.333398 = -233568.416801
  nChanged 3
		SP:Iteration 31Q (150430.040000 sec): 3 clusters
  Score: Raw -236116.859164 + Penalty 2547.333398 = -233569.525767
  nChanged 3
		SP:Iteration 32Q (150430.100000 sec): 3 clusters
  Score: Raw -236117.933101 + Penalty 2547.333398 = -233570.599703
  nChanged 4
		SP:Iteration 33Q (150430.150000 sec): 3 clusters
  Score: Raw -236118.956013 + Penalty 2547.333398 = -233571.622615
  nChanged 2
		SP:Iteration 34Q (150430.200000 sec): 3 clusters
  Score: Raw -236119.249950 + Penalty 2547.333398 = -233571.916552
  nChanged 1
		SP:Iteration 35Q (150430.250000 sec): 3 clusters
  Score: Raw -236119.331601 + Penalty 2547.333398 = -233571.998204
  nChanged 1
		SP:Iteration 36Q (150430.300000 sec): 3 clusters
  Score: Raw -236119.765952 + Penalty 2547.333398 = -233572.432554
  nChanged 0
		SP:Iteration 37F (150430.350000 sec): 3 clusters
  Score: Raw -236119.765952 + Penalty 2547.333398 = -233572.432554
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (11376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150430.510000 sec): 2 clusters
  Score: Raw -989446.331956 + Penalty 1517.629937 = -987928.702019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150430.790000 sec): 3 clusters
  Score: Raw -982884.752341 + Penalty 3035.259874 = -979849.492467
  nChanged 4894
		SP:Iteration 1F (150430.960000 sec): 3 clusters
  Score: Raw -985650.969951 + Penalty 3035.259874 = -982615.710077
  nChanged 785
		SP:Iteration 2F (150431.190000 sec): 3 clusters
  Score: Raw -986101.253924 + Penalty 3035.259874 = -983065.994049
  nChanged 702
		SP:Iteration 3F (150431.410000 sec): 3 clusters
  Score: Raw -986535.795222 + Penalty 3035.259874 = -983500.535348
  nChanged 649
		SP:Iteration 4F (150431.660000 sec): 3 clusters
  Score: Raw -986963.181846 + Penalty 3035.259874 = -983927.921972
  nChanged 614
		SP:Iteration 5F (150431.920000 sec): 3 clusters
  Score: Raw -987335.883067 + Penalty 3035.259874 = -984300.623193
  nChanged 561
		SP:Iteration 6Q (150432.080000 sec): 3 clusters
  Score: Raw -987649.798552 + Penalty 3035.259874 = -984614.538677
  nChanged 513
		SP:Iteration 7Q (150432.360000 sec): 3 clusters
  Score: Raw -987911.023607 + Penalty 3035.259874 = -984875.763733
  nChanged 423
		SP:Iteration 8Q (150432.610000 sec): 3 clusters
  Score: Raw -988117.239214 + Penalty 3035.259874 = -985081.979340
  nChanged 409
		SP:Iteration 9Q (150432.870000 sec): 3 clusters
  Score: Raw -988315.811462 + Penalty 3035.259874 = -985280.551588
  nChanged 388
		SP:Iteration 10Q (150433.120000 sec): 3 clusters
  Score: Raw -988508.382526 + Penalty 3035.259874 = -985473.122652
  nChanged 327
		SP:Iteration 11Q (150433.380000 sec): 3 clusters
  Score: Raw -988662.530299 + Penalty 3035.259874 = -985627.270424
  nChanged 286
		SP:Iteration 12Q (150433.640000 sec): 3 clusters
  Score: Raw -988783.381944 + Penalty 3035.259874 = -985748.122070
  nChanged 240
		SP:Iteration 13Q (150433.900000 sec): 3 clusters
  Score: Raw -988885.065419 + Penalty 3035.259874 = -985849.805545
  nChanged 235
		SP:Iteration 14Q (150434.110000 sec): 3 clusters
  Score: Raw -988985.911939 + Penalty 3035.259874 = -985950.652065
  nChanged 213
		SP:Iteration 15Q (150434.320000 sec): 3 clusters
  Score: Raw -989080.014430 + Penalty 3035.259874 = -986044.754555
  nChanged 216
		SP:Iteration 16Q (150434.540000 sec): 3 clusters
  Score: Raw -989175.892739 + Penalty 3035.259874 = -986140.632864
  nChanged 198
		SP:Iteration 17Q (150434.750000 sec): 3 clusters
  Score: Raw -989262.946349 + Penalty 3035.259874 = -986227.686475
  nChanged 207
		SP:Iteration 18Q (150434.970000 sec): 3 clusters
  Score: Raw -989341.329705 + Penalty 3035.259874 = -986306.069830
  nChanged 164
		SP:Iteration 19Q (150435.120000 sec): 3 clusters
  Score: Raw -989404.756378 + Penalty 3035.259874 = -986369.496504
  nChanged 143
		SP:Iteration 20F (150435.350000 sec): 3 clusters
  Score: Raw -989453.787742 + Penalty 3035.259874 = -986418.527867
  nChanged 131
		SP:Iteration 21Q (150435.610000 sec): 3 clusters
  Score: Raw -989491.738335 + Penalty 3035.259874 = -986456.478460
  nChanged 112
		SP:Iteration 22Q (150435.820000 sec): 3 clusters
  Score: Raw -989522.025269 + Penalty 3035.259874 = -986486.765394
  nChanged 101
		SP:Iteration 23Q (150435.970000 sec): 3 clusters
  Score: Raw -989547.085408 + Penalty 3035.259874 = -986511.825534
  nChanged 94
		SP:Iteration 24Q (150436.130000 sec): 3 clusters
  Score: Raw -989569.130353 + Penalty 3035.259874 = -986533.870478
  nChanged 86
		SP:Iteration 25Q (150436.310000 sec): 3 clusters
  Score: Raw -989588.852685 + Penalty 3035.259874 = -986553.592810
  nChanged 80
		SP:Iteration 26Q (150436.470000 sec): 3 clusters
  Score: Raw -989607.832272 + Penalty 3035.259874 = -986572.572397
  nChanged 84
		SP:Iteration 27Q (150436.680000 sec): 3 clusters
  Score: Raw -989627.433981 + Penalty 3035.259874 = -986592.174106
  nChanged 78
		SP:Iteration 28Q (150436.900000 sec): 3 clusters
  Score: Raw -989646.505427 + Penalty 3035.259874 = -986611.245553
  nChanged 75
		SP:Iteration 29Q (150437.120000 sec): 3 clusters
  Score: Raw -989662.941632 + Penalty 3035.259874 = -986627.681758
  nChanged 72
		SP:Iteration 30Q (150437.320000 sec): 3 clusters
  Score: Raw -989679.383115 + Penalty 3035.259874 = -986644.123241
  nChanged 68
		SP:Iteration 31Q (150437.550000 sec): 3 clusters
  Score: Raw -989696.533994 + Penalty 3035.259874 = -986661.274120
  nChanged 77
		SP:Iteration 32Q (150437.770000 sec): 3 clusters
  Score: Raw -989719.467826 + Penalty 3035.259874 = -986684.207952
  nChanged 73
		SP:Iteration 33Q (150437.920000 sec): 3 clusters
  Score: Raw -989736.585022 + Penalty 3035.259874 = -986701.325148
  nChanged 68
		SP:Iteration 34Q (150438.150000 sec): 3 clusters
  Score: Raw -989749.303042 + Penalty 3035.259874 = -986714.043167
  nChanged 59
		SP:Iteration 35Q (150438.370000 sec): 3 clusters
  Score: Raw -989763.986051 + Penalty 3035.259874 = -986728.726176
  nChanged 63
		SP:Iteration 36Q (150438.580000 sec): 3 clusters
  Score: Raw -989777.775219 + Penalty 3035.259874 = -986742.515345
  nChanged 59
		SP:Iteration 37Q (150438.890000 sec): 3 clusters
  Score: Raw -989788.874190 + Penalty 3035.259874 = -986753.614315
  nChanged 49
		SP:Iteration 38Q (150439.060000 sec): 3 clusters
  Score: Raw -989799.109128 + Penalty 3035.259874 = -986763.849254
  nChanged 47
		SP:Iteration 39Q (150439.320000 sec): 3 clusters
  Score: Raw -989809.025467 + Penalty 3035.259874 = -986773.765593
  nChanged 33
		SP:Iteration 40F (150439.580000 sec): 3 clusters
  Score: Raw -989813.630630 + Penalty 3035.259874 = -986778.370756
  nChanged 23
		SP:Iteration 41Q (150439.790000 sec): 3 clusters
  Score: Raw -989816.738680 + Penalty 3035.259874 = -986781.478806
  nChanged 23
		SP:Iteration 42Q (150440.010000 sec): 3 clusters
  Score: Raw -989819.790733 + Penalty 3035.259874 = -986784.530859
  nChanged 16
		SP:Iteration 43Q (150440.220000 sec): 3 clusters
  Score: Raw -989821.948475 + Penalty 3035.259874 = -986786.688601
  nChanged 19
		SP:Iteration 44Q (150440.430000 sec): 3 clusters
  Score: Raw -989824.805912 + Penalty 3035.259874 = -986789.546038
  nChanged 22
		SP:Iteration 45Q (150440.570000 sec): 3 clusters
  Score: Raw -989827.635837 + Penalty 3035.259874 = -986792.375962
  nChanged 20
		SP:Iteration 46Q (150440.730000 sec): 3 clusters
  Score: Raw -989830.429250 + Penalty 3035.259874 = -986795.169375
  nChanged 16
		SP:Iteration 47Q (150440.910000 sec): 3 clusters
  Score: Raw -989833.650799 + Penalty 3035.259874 = -986798.390924
  nChanged 20
		SP:Iteration 48Q (150441.070000 sec): 3 clusters
  Score: Raw -989835.987297 + Penalty 3035.259874 = -986800.727422
  nChanged 13
		SP:Iteration 49Q (150441.260000 sec): 3 clusters
  Score: Raw -989837.713297 + Penalty 3035.259874 = -986802.453423
  nChanged 17
		SP:Iteration 50Q (150441.460000 sec): 3 clusters
  Score: Raw -989839.631479 + Penalty 3035.259874 = -986804.371605
  nChanged 13
		SP:Iteration 51Q (150441.670000 sec): 3 clusters
  Score: Raw -989841.374675 + Penalty 3035.259874 = -986806.114801
  nChanged 15
		SP:Iteration 52Q (150441.880000 sec): 3 clusters
  Score: Raw -989842.960626 + Penalty 3035.259874 = -986807.700752
  nChanged 13
		SP:Iteration 53Q (150442.090000 sec): 3 clusters
  Score: Raw -989844.421171 + Penalty 3035.259874 = -986809.161296
  nChanged 10
		SP:Iteration 54Q (150442.300000 sec): 3 clusters
  Score: Raw -989845.843287 + Penalty 3035.259874 = -986810.583413
  nChanged 13
		SP:Iteration 55Q (150442.500000 sec): 3 clusters
  Score: Raw -989847.829126 + Penalty 3035.259874 = -986812.569252
  nChanged 14
		SP:Iteration 56Q (150442.710000 sec): 3 clusters
  Score: Raw -989849.224486 + Penalty 3035.259874 = -986813.964611
  nChanged 11
		SP:Iteration 57Q (150442.920000 sec): 3 clusters
  Score: Raw -989850.260904 + Penalty 3035.259874 = -986815.001029
  nChanged 8
		SP:Iteration 58Q (150443.130000 sec): 3 clusters
  Score: Raw -989850.899379 + Penalty 3035.259874 = -986815.639505
  nChanged 8
		SP:Iteration 59Q (150443.340000 sec): 3 clusters
  Score: Raw -989851.762536 + Penalty 3035.259874 = -986816.502661
  nChanged 7
		SP:Iteration 60F (150443.600000 sec): 3 clusters
  Score: Raw -989852.375291 + Penalty 3035.259874 = -986817.115416
  nChanged 4
		SP:Iteration 61Q (150443.810000 sec): 3 clusters
  Score: Raw -989852.824462 + Penalty 3035.259874 = -986817.564588
  nChanged 1
		SP:Iteration 62Q (150444.020000 sec): 3 clusters
  Score: Raw -989852.885223 + Penalty 3035.259874 = -986817.625348
  nChanged 2
		SP:Iteration 63Q (150444.230000 sec): 3 clusters
  Score: Raw -989853.028739 + Penalty 3035.259874 = -986817.768865
  nChanged 1
		SP:Iteration 64Q (150444.390000 sec): 3 clusters
  Score: Raw -989853.126682 + Penalty 3035.259874 = -986817.866807
  nChanged 1
		SP:Iteration 65Q (150444.550000 sec): 3 clusters
  Score: Raw -989853.216624 + Penalty 3035.259874 = -986817.956750
  nChanged 0
		SP:Iteration 66F (150444.760000 sec): 3 clusters
  Score: Raw -989853.216624 + Penalty 3035.259874 = -986817.956750
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (3342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150444.870000 sec): 2 clusters
  Score: Raw -270876.566226 + Penalty 1318.577765 = -269557.988461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150445.050000 sec): 3 clusters
  Score: Raw -269302.205817 + Penalty 2637.155530 = -266665.050287
  nChanged 1308
		SP:Iteration 1F (150445.220000 sec): 3 clusters
  Score: Raw -270156.722302 + Penalty 2637.155530 = -267519.566771
  nChanged 283
		SP:Iteration 2F (150445.400000 sec): 3 clusters
  Score: Raw -270361.353224 + Penalty 2637.155530 = -267724.197694
  nChanged 200
		SP:Iteration 3F (150445.570000 sec): 3 clusters
  Score: Raw -270528.146843 + Penalty 2637.155530 = -267890.991312
  nChanged 174
		SP:Iteration 4F (150445.750000 sec): 3 clusters
  Score: Raw -270669.955076 + Penalty 2637.155530 = -268032.799546
  nChanged 172
		SP:Iteration 5F (150445.930000 sec): 3 clusters
  Score: Raw -270821.264168 + Penalty 2637.155530 = -268184.108637
  nChanged 163
		SP:Iteration 6Q (150446.100000 sec): 3 clusters
  Score: Raw -270951.945407 + Penalty 2637.155530 = -268314.789877
  nChanged 164
		SP:Iteration 7Q (150446.270000 sec): 3 clusters
  Score: Raw -271067.624707 + Penalty 2637.155530 = -268430.469177
  nChanged 137
		SP:Iteration 8Q (150446.440000 sec): 3 clusters
  Score: Raw -271165.770028 + Penalty 2637.155530 = -268528.614498
  nChanged 104
		SP:Iteration 9Q (150446.620000 sec): 3 clusters
  Score: Raw -271247.639732 + Penalty 2637.155530 = -268610.484201
  nChanged 99
		SP:Iteration 10Q (150446.720000 sec): 3 clusters
  Score: Raw -271321.936434 + Penalty 2637.155530 = -268684.780904
  nChanged 79
		SP:Iteration 11Q (150446.790000 sec): 3 clusters
  Score: Raw -271376.590775 + Penalty 2637.155530 = -268739.435245
  nChanged 63
		SP:Iteration 12Q (150446.850000 sec): 3 clusters
  Score: Raw -271422.510621 + Penalty 2637.155530 = -268785.355090
  nChanged 52
		SP:Iteration 13Q (150446.910000 sec): 3 clusters
  Score: Raw -271456.630409 + Penalty 2637.155530 = -268819.474879
  nChanged 44
		SP:Iteration 14Q (150446.980000 sec): 3 clusters
  Score: Raw -271489.242173 + Penalty 2637.155530 = -268852.086642
  nChanged 47
		SP:Iteration 15Q (150447.040000 sec): 3 clusters
  Score: Raw -271524.143070 + Penalty 2637.155530 = -268886.987539
  nChanged 39
		SP:Iteration 16Q (150447.100000 sec): 3 clusters
  Score: Raw -271546.139992 + Penalty 2637.155530 = -268908.984461
  nChanged 30
		SP:Iteration 17Q (150447.170000 sec): 3 clusters
  Score: Raw -271566.173858 + Penalty 2637.155530 = -268929.018327
  nChanged 31
		SP:Iteration 18Q (150447.230000 sec): 3 clusters
  Score: Raw -271586.328678 + Penalty 2637.155530 = -268949.173148
  nChanged 32
		SP:Iteration 19Q (150447.290000 sec): 3 clusters
  Score: Raw -271603.494190 + Penalty 2637.155530 = -268966.338659
  nChanged 31
		SP:Iteration 20F (150447.360000 sec): 3 clusters
  Score: Raw -271620.530246 + Penalty 2637.155530 = -268983.374716
  nChanged 25
		SP:Iteration 21Q (150447.420000 sec): 3 clusters
  Score: Raw -271635.890233 + Penalty 2637.155530 = -268998.734703
  nChanged 27
		SP:Iteration 22Q (150447.480000 sec): 3 clusters
  Score: Raw -271648.709006 + Penalty 2637.155530 = -269011.553476
  nChanged 18
		SP:Iteration 23Q (150447.550000 sec): 3 clusters
  Score: Raw -271656.064869 + Penalty 2637.155530 = -269018.909338
  nChanged 17
		SP:Iteration 24Q (150447.700000 sec): 3 clusters
  Score: Raw -271662.975793 + Penalty 2637.155530 = -269025.820263
  nChanged 12
		SP:Iteration 25Q (150447.870000 sec): 3 clusters
  Score: Raw -271668.337688 + Penalty 2637.155530 = -269031.182157
  nChanged 14
		SP:Iteration 26Q (150448.050000 sec): 3 clusters
  Score: Raw -271674.000438 + Penalty 2637.155530 = -269036.844908
  nChanged 12
		SP:Iteration 27Q (150448.220000 sec): 3 clusters
  Score: Raw -271678.009998 + Penalty 2637.155530 = -269040.854467
  nChanged 10
		SP:Iteration 28Q (150448.320000 sec): 3 clusters
  Score: Raw -271681.510019 + Penalty 2637.155530 = -269044.354489
  nChanged 7
		SP:Iteration 29Q (150448.390000 sec): 3 clusters
  Score: Raw -271684.752077 + Penalty 2637.155530 = -269047.596546
  nChanged 3
		SP:Iteration 30Q (150448.450000 sec): 3 clusters
  Score: Raw -271686.005295 + Penalty 2637.155530 = -269048.849765
  nChanged 2
		SP:Iteration 31Q (150448.520000 sec): 3 clusters
  Score: Raw -271686.575358 + Penalty 2637.155530 = -269049.419828
  nChanged 2
		SP:Iteration 32Q (150448.580000 sec): 3 clusters
  Score: Raw -271687.171655 + Penalty 2637.155530 = -269050.016124
  nChanged 2
		SP:Iteration 33Q (150448.640000 sec): 3 clusters
  Score: Raw -271687.774843 + Penalty 2637.155530 = -269050.619313
  nChanged 2
		SP:Iteration 34Q (150448.700000 sec): 3 clusters
  Score: Raw -271688.315809 + Penalty 2637.155530 = -269051.160279
  nChanged 0
		SP:Iteration 35F (150448.770000 sec): 3 clusters
  Score: Raw -271688.315809 + Penalty 2637.155530 = -269051.160279
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (2048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150448.830000 sec): 2 clusters
  Score: Raw -191388.074172 + Penalty 1239.000585 = -190149.073587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150448.870000 sec): 3 clusters
  Score: Raw -190509.464307 + Penalty 2478.001171 = -188031.463136
  nChanged 712
		SP:Iteration 1F (150448.920000 sec): 3 clusters
  Score: Raw -190989.877154 + Penalty 2478.001171 = -188511.875983
  nChanged 168
		SP:Iteration 2F (150448.960000 sec): 3 clusters
  Score: Raw -191134.779770 + Penalty 2478.001171 = -188656.778600
  nChanged 111
		SP:Iteration 3F (150449.000000 sec): 3 clusters
  Score: Raw -191231.810054 + Penalty 2478.001171 = -188753.808884
  nChanged 92
		SP:Iteration 4Q (150449.140000 sec): 3 clusters
  Score: Raw -191302.685090 + Penalty 2478.001171 = -188824.683919
  nChanged 63
		SP:Iteration 5Q (150449.320000 sec): 3 clusters
  Score: Raw -191348.547702 + Penalty 2478.001171 = -188870.546532
  nChanged 44
		SP:Iteration 6Q (150449.500000 sec): 3 clusters
  Score: Raw -191374.961383 + Penalty 2478.001171 = -188896.960212
  nChanged 37
		SP:Iteration 7Q (150449.670000 sec): 3 clusters
  Score: Raw -191396.621065 + Penalty 2478.001171 = -188918.619895
  nChanged 22
		SP:Iteration 8Q (150449.710000 sec): 3 clusters
  Score: Raw -191411.930997 + Penalty 2478.001171 = -188933.929826
  nChanged 25
		SP:Iteration 9Q (150449.760000 sec): 3 clusters
  Score: Raw -191424.609360 + Penalty 2478.001171 = -188946.608190
  nChanged 10
		SP:Iteration 10Q (150449.800000 sec): 3 clusters
  Score: Raw -191429.680414 + Penalty 2478.001171 = -188951.679243
  nChanged 10
		SP:Iteration 11Q (150449.840000 sec): 3 clusters
  Score: Raw -191434.822012 + Penalty 2478.001171 = -188956.820841
  nChanged 6
		SP:Iteration 12Q (150449.880000 sec): 3 clusters
  Score: Raw -191438.204196 + Penalty 2478.001171 = -188960.203026
  nChanged 3
		SP:Iteration 13Q (150449.920000 sec): 3 clusters
  Score: Raw -191439.092186 + Penalty 2478.001171 = -188961.091016
  nChanged 2
		SP:Iteration 14Q (150449.970000 sec): 3 clusters
  Score: Raw -191439.681573 + Penalty 2478.001171 = -188961.680403
  nChanged 1
		SP:Iteration 15Q (150450.010000 sec): 3 clusters
  Score: Raw -191439.928056 + Penalty 2478.001171 = -188961.926885
  nChanged 2
		SP:Iteration 16Q (150450.050000 sec): 3 clusters
  Score: Raw -191441.168415 + Penalty 2478.001171 = -188963.167244
  nChanged 1
		SP:Iteration 17Q (150450.090000 sec): 3 clusters
  Score: Raw -191441.548745 + Penalty 2478.001171 = -188963.547575
  nChanged 1
		SP:Iteration 18Q (150450.220000 sec): 3 clusters
  Score: Raw -191441.757595 + Penalty 2478.001171 = -188963.756425
  nChanged 0
		SP:Iteration 19F (150450.260000 sec): 3 clusters
  Score: Raw -191441.757595 + Penalty 2478.001171 = -188963.756425
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (4815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150450.350000 sec): 2 clusters
  Score: Raw -375944.967317 + Penalty 1377.917340 = -374567.049977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150450.450000 sec): 3 clusters
  Score: Raw -373496.582065 + Penalty 2755.834680 = -370740.747384
  nChanged 1928
		SP:Iteration 1F (150450.550000 sec): 3 clusters
  Score: Raw -374773.744388 + Penalty 2755.834680 = -372017.909708
  nChanged 458
		SP:Iteration 2F (150450.640000 sec): 3 clusters
  Score: Raw -375113.910304 + Penalty 2755.834680 = -372358.075623
  nChanged 333
		SP:Iteration 3F (150450.730000 sec): 3 clusters
  Score: Raw -375334.570451 + Penalty 2755.834680 = -372578.735771
  nChanged 243
		SP:Iteration 4F (150450.820000 sec): 3 clusters
  Score: Raw -375500.870150 + Penalty 2755.834680 = -372745.035470
  nChanged 190
		SP:Iteration 5Q (150450.910000 sec): 3 clusters
  Score: Raw -375614.478591 + Penalty 2755.834680 = -372858.643910
  nChanged 158
		SP:Iteration 6Q (150451.000000 sec): 3 clusters
  Score: Raw -375699.640276 + Penalty 2755.834680 = -372943.805596
  nChanged 129
		SP:Iteration 7Q (150451.080000 sec): 3 clusters
  Score: Raw -375775.393205 + Penalty 2755.834680 = -373019.558524
  nChanged 112
		SP:Iteration 8Q (150451.180000 sec): 3 clusters
  Score: Raw -375849.842176 + Penalty 2755.834680 = -373094.007496
  nChanged 119
		SP:Iteration 9Q (150451.260000 sec): 3 clusters
  Score: Raw -375920.520052 + Penalty 2755.834680 = -373164.685372
  nChanged 110
		SP:Iteration 10Q (150451.350000 sec): 3 clusters
  Score: Raw -375985.135561 + Penalty 2755.834680 = -373229.300881
  nChanged 101
		SP:Iteration 11Q (150451.440000 sec): 3 clusters
  Score: Raw -376036.941912 + Penalty 2755.834680 = -373281.107231
  nChanged 83
		SP:Iteration 12Q (150451.530000 sec): 3 clusters
  Score: Raw -376073.108439 + Penalty 2755.834680 = -373317.273759
  nChanged 80
		SP:Iteration 13Q (150451.620000 sec): 3 clusters
  Score: Raw -376110.749317 + Penalty 2755.834680 = -373354.914637
  nChanged 70
		SP:Iteration 14Q (150451.710000 sec): 3 clusters
  Score: Raw -376146.598400 + Penalty 2755.834680 = -373390.763720
  nChanged 67
		SP:Iteration 15Q (150451.900000 sec): 3 clusters
  Score: Raw -376179.564574 + Penalty 2755.834680 = -373423.729894
  nChanged 60
		SP:Iteration 16Q (150452.070000 sec): 3 clusters
  Score: Raw -376210.431129 + Penalty 2755.834680 = -373454.596448
  nChanged 63
		SP:Iteration 17Q (150452.250000 sec): 3 clusters
  Score: Raw -376232.815283 + Penalty 2755.834680 = -373476.980603
  nChanged 37
		SP:Iteration 18Q (150452.420000 sec): 3 clusters
  Score: Raw -376244.787226 + Penalty 2755.834680 = -373488.952546
  nChanged 32
		SP:Iteration 19Q (150452.600000 sec): 3 clusters
  Score: Raw -376256.443746 + Penalty 2755.834680 = -373500.609065
  nChanged 34
		SP:Iteration 20F (150452.770000 sec): 3 clusters
  Score: Raw -376270.431932 + Penalty 2755.834680 = -373514.597252
  nChanged 35
		SP:Iteration 21Q (150452.910000 sec): 3 clusters
  Score: Raw -376283.415321 + Penalty 2755.834680 = -373527.580640
  nChanged 41
		SP:Iteration 22Q (150453.000000 sec): 3 clusters
  Score: Raw -376297.081695 + Penalty 2755.834680 = -373541.247014
  nChanged 23
		SP:Iteration 23Q (150453.090000 sec): 3 clusters
  Score: Raw -376306.589097 + Penalty 2755.834680 = -373550.754417
  nChanged 31
		SP:Iteration 24Q (150453.180000 sec): 3 clusters
  Score: Raw -376318.889887 + Penalty 2755.834680 = -373563.055207
  nChanged 29
		SP:Iteration 25Q (150453.270000 sec): 3 clusters
  Score: Raw -376329.824944 + Penalty 2755.834680 = -373573.990264
  nChanged 24
		SP:Iteration 26Q (150453.360000 sec): 3 clusters
  Score: Raw -376337.941981 + Penalty 2755.834680 = -373582.107301
  nChanged 26
		SP:Iteration 27Q (150453.440000 sec): 3 clusters
  Score: Raw -376349.023672 + Penalty 2755.834680 = -373593.188991
  nChanged 28
		SP:Iteration 28Q (150453.540000 sec): 3 clusters
  Score: Raw -376360.374789 + Penalty 2755.834680 = -373604.540108
  nChanged 21
		SP:Iteration 29Q (150453.620000 sec): 3 clusters
  Score: Raw -376368.705145 + Penalty 2755.834680 = -373612.870465
  nChanged 20
		SP:Iteration 30Q (150453.720000 sec): 3 clusters
  Score: Raw -376374.002638 + Penalty 2755.834680 = -373618.167958
  nChanged 14
		SP:Iteration 31Q (150453.800000 sec): 3 clusters
  Score: Raw -376377.710536 + Penalty 2755.834680 = -373621.875855
  nChanged 10
		SP:Iteration 32Q (150453.890000 sec): 3 clusters
  Score: Raw -376381.795204 + Penalty 2755.834680 = -373625.960524
  nChanged 15
		SP:Iteration 33Q (150453.980000 sec): 3 clusters
  Score: Raw -376387.691910 + Penalty 2755.834680 = -373631.857230
  nChanged 13
		SP:Iteration 34Q (150454.070000 sec): 3 clusters
  Score: Raw -376392.164597 + Penalty 2755.834680 = -373636.329917
  nChanged 11
		SP:Iteration 35Q (150454.160000 sec): 3 clusters
  Score: Raw -376395.876836 + Penalty 2755.834680 = -373640.042156
  nChanged 16
		SP:Iteration 36Q (150454.240000 sec): 3 clusters
  Score: Raw -376403.909460 + Penalty 2755.834680 = -373648.074779
  nChanged 17
		SP:Iteration 37Q (150454.380000 sec): 3 clusters
  Score: Raw -376413.000635 + Penalty 2755.834680 = -373657.165955
  nChanged 17
		SP:Iteration 38Q (150454.550000 sec): 3 clusters
  Score: Raw -376421.118105 + Penalty 2755.834680 = -373665.283424
  nChanged 13
		SP:Iteration 39Q (150454.720000 sec): 3 clusters
  Score: Raw -376425.493727 + Penalty 2755.834680 = -373669.659047
  nChanged 10
		SP:Iteration 40F (150454.900000 sec): 3 clusters
  Score: Raw -376429.825251 + Penalty 2755.834680 = -373673.990570
  nChanged 10
		SP:Iteration 41Q (150455.080000 sec): 3 clusters
  Score: Raw -376433.288727 + Penalty 2755.834680 = -373677.454046
  nChanged 15
		SP:Iteration 42Q (150455.250000 sec): 3 clusters
  Score: Raw -376440.876435 + Penalty 2755.834680 = -373685.041755
  nChanged 11
		SP:Iteration 43Q (150455.430000 sec): 3 clusters
  Score: Raw -376445.051276 + Penalty 2755.834680 = -373689.216596
  nChanged 11
		SP:Iteration 44Q (150455.600000 sec): 3 clusters
  Score: Raw -376447.141242 + Penalty 2755.834680 = -373691.306562
  nChanged 9
		SP:Iteration 45Q (150455.780000 sec): 3 clusters
  Score: Raw -376450.515731 + Penalty 2755.834680 = -373694.681051
  nChanged 9
		SP:Iteration 46Q (150455.950000 sec): 3 clusters
  Score: Raw -376453.508502 + Penalty 2755.834680 = -373697.673821
  nChanged 10
		SP:Iteration 47Q (150456.130000 sec): 3 clusters
  Score: Raw -376456.627889 + Penalty 2755.834680 = -373700.793209
  nChanged 15
		SP:Iteration 48Q (150456.300000 sec): 3 clusters
  Score: Raw -376461.309617 + Penalty 2755.834680 = -373705.474936
  nChanged 9
		SP:Iteration 49Q (150456.480000 sec): 3 clusters
  Score: Raw -376463.624823 + Penalty 2755.834680 = -373707.790142
  nChanged 9
		SP:Iteration 50Q (150456.660000 sec): 3 clusters
  Score: Raw -376467.821715 + Penalty 2755.834680 = -373711.987035
  nChanged 8
		SP:Iteration 51Q (150456.830000 sec): 3 clusters
  Score: Raw -376470.042233 + Penalty 2755.834680 = -373714.207553
  nChanged 5
		SP:Iteration 52Q (150457.010000 sec): 3 clusters
  Score: Raw -376471.755797 + Penalty 2755.834680 = -373715.921116
  nChanged 11
		SP:Iteration 53Q (150457.180000 sec): 3 clusters
  Score: Raw -376475.276791 + Penalty 2755.834680 = -373719.442110
  nChanged 10
		SP:Iteration 54Q (150457.360000 sec): 3 clusters
  Score: Raw -376477.577415 + Penalty 2755.834680 = -373721.742735
  nChanged 8
		SP:Iteration 55Q (150457.530000 sec): 3 clusters
  Score: Raw -376479.702060 + Penalty 2755.834680 = -373723.867380
  nChanged 6
		SP:Iteration 56Q (150457.710000 sec): 3 clusters
  Score: Raw -376482.184059 + Penalty 2755.834680 = -373726.349378
  nChanged 7
		SP:Iteration 57Q (150457.880000 sec): 3 clusters
  Score: Raw -376484.403751 + Penalty 2755.834680 = -373728.569071
  nChanged 3
		SP:Iteration 58Q (150458.060000 sec): 3 clusters
  Score: Raw -376485.604500 + Penalty 2755.834680 = -373729.769820
  nChanged 2
		SP:Iteration 59Q (150458.240000 sec): 3 clusters
  Score: Raw -376485.932493 + Penalty 2755.834680 = -373730.097812
  nChanged 1
		SP:Iteration 60F (150458.410000 sec): 3 clusters
  Score: Raw -376486.218126 + Penalty 2755.834680 = -373730.383446
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (2847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150458.510000 sec): 2 clusters
  Score: Raw -235134.473302 + Penalty 1292.528427 = -233841.944875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150458.690000 sec): 3 clusters
  Score: Raw -233812.361749 + Penalty 2585.056853 = -231227.304895
  nChanged 1058
		SP:Iteration 1F (150458.860000 sec): 3 clusters
  Score: Raw -234462.342990 + Penalty 2585.056853 = -231877.286137
  nChanged 222
		SP:Iteration 2F (150459.040000 sec): 3 clusters
  Score: Raw -234635.644887 + Penalty 2585.056853 = -232050.588034
  nChanged 206
		SP:Iteration 3F (150459.220000 sec): 3 clusters
  Score: Raw -234829.919445 + Penalty 2585.056853 = -232244.862591
  nChanged 189
		SP:Iteration 4F (150459.390000 sec): 3 clusters
  Score: Raw -235022.716510 + Penalty 2585.056853 = -232437.659657
  nChanged 160
		SP:Iteration 5F (150459.570000 sec): 3 clusters
  Score: Raw -235178.162335 + Penalty 2585.056853 = -232593.105482
  nChanged 140
		SP:Iteration 6Q (150459.740000 sec): 3 clusters
  Score: Raw -235336.950407 + Penalty 2585.056853 = -232751.893554
  nChanged 133
		SP:Iteration 7Q (150459.920000 sec): 3 clusters
  Score: Raw -235484.200068 + Penalty 2585.056853 = -232899.143215
  nChanged 102
		SP:Iteration 8Q (150460.100000 sec): 3 clusters
  Score: Raw -235593.340431 + Penalty 2585.056853 = -233008.283578
  nChanged 100
		SP:Iteration 9Q (150460.260000 sec): 3 clusters
  Score: Raw -235698.327028 + Penalty 2585.056853 = -233113.270174
  nChanged 90
		SP:Iteration 10Q (150460.430000 sec): 3 clusters
  Score: Raw -235785.985697 + Penalty 2585.056853 = -233200.928844
  nChanged 83
		SP:Iteration 11Q (150460.590000 sec): 3 clusters
  Score: Raw -235852.529864 + Penalty 2585.056853 = -233267.473011
  nChanged 62
		SP:Iteration 12Q (150460.750000 sec): 3 clusters
  Score: Raw -235896.673548 + Penalty 2585.056853 = -233311.616695
  nChanged 51
		SP:Iteration 13Q (150460.920000 sec): 3 clusters
  Score: Raw -235933.641484 + Penalty 2585.056853 = -233348.584631
  nChanged 50
		SP:Iteration 14Q (150461.080000 sec): 3 clusters
  Score: Raw -235968.464835 + Penalty 2585.056853 = -233383.407981
  nChanged 45
		SP:Iteration 15Q (150461.180000 sec): 3 clusters
  Score: Raw -235995.966550 + Penalty 2585.056853 = -233410.909696
  nChanged 37
		SP:Iteration 16Q (150461.230000 sec): 3 clusters
  Score: Raw -236018.497560 + Penalty 2585.056853 = -233433.440707
  nChanged 30
		SP:Iteration 17Q (150461.280000 sec): 3 clusters
  Score: Raw -236031.236891 + Penalty 2585.056853 = -233446.180037
  nChanged 17
		SP:Iteration 18Q (150461.330000 sec): 3 clusters
  Score: Raw -236039.272450 + Penalty 2585.056853 = -233454.215597
  nChanged 4
		SP:Iteration 19Q (150461.390000 sec): 3 clusters
  Score: Raw -236040.969820 + Penalty 2585.056853 = -233455.912967
  nChanged 7
		SP:Iteration 20F (150461.440000 sec): 3 clusters
  Score: Raw -236045.584210 + Penalty 2585.056853 = -233460.527357
  nChanged 9
		SP:Iteration 21Q (150461.490000 sec): 3 clusters
  Score: Raw -236048.846433 + Penalty 2585.056853 = -233463.789579
  nChanged 3
		SP:Iteration 22Q (150461.550000 sec): 3 clusters
  Score: Raw -236049.358977 + Penalty 2585.056853 = -233464.302123
  nChanged 3
		SP:Iteration 23Q (150461.600000 sec): 3 clusters
  Score: Raw -236049.971100 + Penalty 2585.056853 = -233464.914247
  nChanged 1
		SP:Iteration 24Q (150461.650000 sec): 3 clusters
  Score: Raw -236050.158745 + Penalty 2585.056853 = -233465.101891
  nChanged 0
		SP:Iteration 25F (150461.710000 sec): 3 clusters
  Score: Raw -236050.158745 + Penalty 2585.056853 = -233465.101891
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150461.820000 sec): 2 clusters
  Score: Raw -410213.397605 + Penalty 1384.627843 = -408828.769762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150462.000000 sec): 3 clusters
  Score: Raw -407637.121971 + Penalty 2769.255686 = -404867.866285
  nChanged 2067
		SP:Iteration 1F (150462.170000 sec): 3 clusters
  Score: Raw -408838.762098 + Penalty 2769.255686 = -406069.506412
  nChanged 419
		SP:Iteration 2F (150462.340000 sec): 3 clusters
  Score: Raw -409115.240249 + Penalty 2769.255686 = -406345.984562
  nChanged 327
		SP:Iteration 3F (150462.520000 sec): 3 clusters
  Score: Raw -409308.949893 + Penalty 2769.255686 = -406539.694207
  nChanged 242
		SP:Iteration 4Q (150462.700000 sec): 3 clusters
  Score: Raw -409468.295410 + Penalty 2769.255686 = -406699.039724
  nChanged 210
		SP:Iteration 5Q (150462.870000 sec): 3 clusters
  Score: Raw -409617.186671 + Penalty 2769.255686 = -406847.930984
  nChanged 200
		SP:Iteration 6Q (150463.050000 sec): 3 clusters
  Score: Raw -409729.374524 + Penalty 2769.255686 = -406960.118838
  nChanged 168
		SP:Iteration 7Q (150463.220000 sec): 3 clusters
  Score: Raw -409820.404612 + Penalty 2769.255686 = -407051.148926
  nChanged 137
		SP:Iteration 8Q (150463.400000 sec): 3 clusters
  Score: Raw -409910.993166 + Penalty 2769.255686 = -407141.737480
  nChanged 148
		SP:Iteration 9Q (150463.580000 sec): 3 clusters
  Score: Raw -410007.206780 + Penalty 2769.255686 = -407237.951093
  nChanged 142
		SP:Iteration 10Q (150463.750000 sec): 3 clusters
  Score: Raw -410097.645401 + Penalty 2769.255686 = -407328.389715
  nChanged 136
		SP:Iteration 11Q (150463.920000 sec): 3 clusters
  Score: Raw -410183.183346 + Penalty 2769.255686 = -407413.927660
  nChanged 122
		SP:Iteration 12Q (150464.100000 sec): 3 clusters
  Score: Raw -410249.977700 + Penalty 2769.255686 = -407480.722013
  nChanged 103
		SP:Iteration 13Q (150464.280000 sec): 3 clusters
  Score: Raw -410311.785834 + Penalty 2769.255686 = -407542.530148
  nChanged 90
		SP:Iteration 14Q (150464.450000 sec): 3 clusters
  Score: Raw -410347.935603 + Penalty 2769.255686 = -407578.679916
  nChanged 70
		SP:Iteration 15Q (150464.630000 sec): 3 clusters
  Score: Raw -410376.309851 + Penalty 2769.255686 = -407607.054165
  nChanged 47
		SP:Iteration 16Q (150464.800000 sec): 3 clusters
  Score: Raw -410400.464449 + Penalty 2769.255686 = -407631.208763
  nChanged 48
		SP:Iteration 17Q (150464.980000 sec): 3 clusters
  Score: Raw -410416.379726 + Penalty 2769.255686 = -407647.124039
  nChanged 35
		SP:Iteration 18Q (150465.160000 sec): 3 clusters
  Score: Raw -410427.164316 + Penalty 2769.255686 = -407657.908630
  nChanged 28
		SP:Iteration 19Q (150465.330000 sec): 3 clusters
  Score: Raw -410434.851413 + Penalty 2769.255686 = -407665.595727
  nChanged 22
		SP:Iteration 20F (150465.510000 sec): 3 clusters
  Score: Raw -410440.226124 + Penalty 2769.255686 = -407670.970437
  nChanged 21
		SP:Iteration 21Q (150465.680000 sec): 3 clusters
  Score: Raw -410445.507496 + Penalty 2769.255686 = -407676.251810
  nChanged 16
		SP:Iteration 22Q (150465.860000 sec): 3 clusters
  Score: Raw -410449.298547 + Penalty 2769.255686 = -407680.042861
  nChanged 12
		SP:Iteration 23Q (150466.030000 sec): 3 clusters
  Score: Raw -410453.366719 + Penalty 2769.255686 = -407684.111033
  nChanged 13
		SP:Iteration 24Q (150466.210000 sec): 3 clusters
  Score: Raw -410457.969216 + Penalty 2769.255686 = -407688.713530
  nChanged 11
		SP:Iteration 25Q (150466.380000 sec): 3 clusters
  Score: Raw -410461.806099 + Penalty 2769.255686 = -407692.550413
  nChanged 12
		SP:Iteration 26Q (150466.550000 sec): 3 clusters
  Score: Raw -410465.445987 + Penalty 2769.255686 = -407696.190301
  nChanged 15
		SP:Iteration 27Q (150466.730000 sec): 3 clusters
  Score: Raw -410469.821684 + Penalty 2769.255686 = -407700.565997
  nChanged 12
		SP:Iteration 28Q (150466.900000 sec): 3 clusters
  Score: Raw -410473.752007 + Penalty 2769.255686 = -407704.496321
  nChanged 13
		SP:Iteration 29Q (150467.080000 sec): 3 clusters
  Score: Raw -410477.656558 + Penalty 2769.255686 = -407708.400872
  nChanged 8
		SP:Iteration 30Q (150467.250000 sec): 3 clusters
  Score: Raw -410480.166025 + Penalty 2769.255686 = -407710.910339
  nChanged 14
		SP:Iteration 31Q (150467.430000 sec): 3 clusters
  Score: Raw -410483.741883 + Penalty 2769.255686 = -407714.486197
  nChanged 11
		SP:Iteration 32Q (150467.600000 sec): 3 clusters
  Score: Raw -410485.818948 + Penalty 2769.255686 = -407716.563261
  nChanged 9
		SP:Iteration 33Q (150467.780000 sec): 3 clusters
  Score: Raw -410487.741491 + Penalty 2769.255686 = -407718.485805
  nChanged 7
		SP:Iteration 34Q (150467.960000 sec): 3 clusters
  Score: Raw -410489.313624 + Penalty 2769.255686 = -407720.057938
  nChanged 7
		SP:Iteration 35Q (150468.130000 sec): 3 clusters
  Score: Raw -410490.741098 + Penalty 2769.255686 = -407721.485412
  nChanged 8
		SP:Iteration 36Q (150468.300000 sec): 3 clusters
  Score: Raw -410493.669017 + Penalty 2769.255686 = -407724.413331
  nChanged 11
		SP:Iteration 37Q (150468.480000 sec): 3 clusters
  Score: Raw -410497.898816 + Penalty 2769.255686 = -407728.643130
  nChanged 20
		SP:Iteration 38Q (150468.640000 sec): 3 clusters
  Score: Raw -410505.259265 + Penalty 2769.255686 = -407736.003579
  nChanged 22
		SP:Iteration 39Q (150468.720000 sec): 3 clusters
  Score: Raw -410510.842850 + Penalty 2769.255686 = -407741.587163
  nChanged 17
		SP:Iteration 40F (150468.810000 sec): 3 clusters
  Score: Raw -410516.749677 + Penalty 2769.255686 = -407747.493991
  nChanged 17
		SP:Iteration 41Q (150468.900000 sec): 3 clusters
  Score: Raw -410521.273119 + Penalty 2769.255686 = -407752.017433
  nChanged 12
		SP:Iteration 42Q (150468.980000 sec): 3 clusters
  Score: Raw -410524.774658 + Penalty 2769.255686 = -407755.518972
  nChanged 15
		SP:Iteration 43Q (150469.070000 sec): 3 clusters
  Score: Raw -410528.272783 + Penalty 2769.255686 = -407759.017097
  nChanged 11
		SP:Iteration 44Q (150469.260000 sec): 3 clusters
  Score: Raw -410530.981784 + Penalty 2769.255686 = -407761.726098
  nChanged 7
		SP:Iteration 45Q (150469.440000 sec): 3 clusters
  Score: Raw -410532.810028 + Penalty 2769.255686 = -407763.554342
  nChanged 5
		SP:Iteration 46Q (150469.610000 sec): 3 clusters
  Score: Raw -410534.436038 + Penalty 2769.255686 = -407765.180351
  nChanged 3
		SP:Iteration 47Q (150469.790000 sec): 3 clusters
  Score: Raw -410535.081567 + Penalty 2769.255686 = -407765.825880
  nChanged 1
		SP:Iteration 48Q (150469.960000 sec): 3 clusters
  Score: Raw -410535.185840 + Penalty 2769.255686 = -407765.930154
  nChanged 0
		SP:Iteration 49F (150470.140000 sec): 3 clusters
  Score: Raw -410535.185840 + Penalty 2769.255686 = -407765.930154
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (12208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150470.330000 sec): 2 clusters
  Score: Raw -1176451.761098 + Penalty 1529.100097 = -1174922.661000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150470.610000 sec): 3 clusters
  Score: Raw -1169342.864687 + Penalty 3058.200195 = -1166284.664492
  nChanged 5390
		SP:Iteration 1F (150470.910000 sec): 3 clusters
  Score: Raw -1172282.963966 + Penalty 3058.200195 = -1169224.763771
  nChanged 780
		SP:Iteration 2F (150471.160000 sec): 3 clusters
  Score: Raw -1172634.947114 + Penalty 3058.200195 = -1169576.746919
  nChanged 707
		SP:Iteration 3F (150471.450000 sec): 3 clusters
  Score: Raw -1172955.349756 + Penalty 3058.200195 = -1169897.149561
  nChanged 624
		SP:Iteration 4F (150471.700000 sec): 3 clusters
  Score: Raw -1173247.976503 + Penalty 3058.200195 = -1170189.776308
  nChanged 591
		SP:Iteration 5Q (150471.910000 sec): 3 clusters
  Score: Raw -1173526.467283 + Penalty 3058.200195 = -1170468.267088
  nChanged 608
		SP:Iteration 6Q (150472.200000 sec): 3 clusters
  Score: Raw -1173822.053496 + Penalty 3058.200195 = -1170763.853301
  nChanged 519
		SP:Iteration 7Q (150472.500000 sec): 3 clusters
  Score: Raw -1174058.044902 + Penalty 3058.200195 = -1170999.844707
  nChanged 449
		SP:Iteration 8Q (150472.740000 sec): 3 clusters
  Score: Raw -1174285.253645 + Penalty 3058.200195 = -1171227.053450
  nChanged 448
		SP:Iteration 9Q (150473.040000 sec): 3 clusters
  Score: Raw -1174553.991333 + Penalty 3058.200195 = -1171495.791138
  nChanged 472
		SP:Iteration 10Q (150473.220000 sec): 3 clusters
  Score: Raw -1174859.844244 + Penalty 3058.200195 = -1171801.644049
  nChanged 485
		SP:Iteration 11Q (150473.420000 sec): 3 clusters
  Score: Raw -1175177.029424 + Penalty 3058.200195 = -1172118.829229
  nChanged 491
		SP:Iteration 12Q (150473.700000 sec): 3 clusters
  Score: Raw -1175505.842413 + Penalty 3058.200195 = -1172447.642218
  nChanged 510
		SP:Iteration 13Q (150473.950000 sec): 3 clusters
  Score: Raw -1175845.628699 + Penalty 3058.200195 = -1172787.428504
  nChanged 473
		SP:Iteration 14Q (150474.200000 sec): 3 clusters
  Score: Raw -1176134.094722 + Penalty 3058.200195 = -1173075.894527
  nChanged 393
		SP:Iteration 15Q (150474.450000 sec): 3 clusters
  Score: Raw -1176332.625688 + Penalty 3058.200195 = -1173274.425493
  nChanged 348
		SP:Iteration 16Q (150474.700000 sec): 3 clusters
  Score: Raw -1176490.704598 + Penalty 3058.200195 = -1173432.504403
  nChanged 292
		SP:Iteration 17Q (150474.970000 sec): 3 clusters
  Score: Raw -1176616.986113 + Penalty 3058.200195 = -1173558.785918
  nChanged 257
		SP:Iteration 18Q (150475.290000 sec): 3 clusters
  Score: Raw -1176724.150525 + Penalty 3058.200195 = -1173665.950330
  nChanged 240
		SP:Iteration 19Q (150475.500000 sec): 3 clusters
  Score: Raw -1176821.906281 + Penalty 3058.200195 = -1173763.706087
  nChanged 219
		SP:Iteration 20F (150475.730000 sec): 3 clusters
  Score: Raw -1176912.866787 + Penalty 3058.200195 = -1173854.666592
  nChanged 206
		SP:Iteration 21Q (150475.900000 sec): 3 clusters
  Score: Raw -1177001.245085 + Penalty 3058.200195 = -1173943.044890
  nChanged 165
		SP:Iteration 22Q (150476.160000 sec): 3 clusters
  Score: Raw -1177061.085047 + Penalty 3058.200195 = -1174002.884852
  nChanged 140
		SP:Iteration 23Q (150476.420000 sec): 3 clusters
  Score: Raw -1177110.161122 + Penalty 3058.200195 = -1174051.960927
  nChanged 122
		SP:Iteration 24Q (150476.660000 sec): 3 clusters
  Score: Raw -1177148.167244 + Penalty 3058.200195 = -1174089.967049
  nChanged 114
		SP:Iteration 25Q (150476.910000 sec): 3 clusters
  Score: Raw -1177181.689848 + Penalty 3058.200195 = -1174123.489653
  nChanged 75
		SP:Iteration 26Q (150477.140000 sec): 3 clusters
  Score: Raw -1177199.682803 + Penalty 3058.200195 = -1174141.482608
  nChanged 54
		SP:Iteration 27Q (150477.430000 sec): 3 clusters
  Score: Raw -1177213.329144 + Penalty 3058.200195 = -1174155.128949
  nChanged 44
		SP:Iteration 28Q (150477.640000 sec): 3 clusters
  Score: Raw -1177225.100434 + Penalty 3058.200195 = -1174166.900239
  nChanged 48
		SP:Iteration 29Q (150477.900000 sec): 3 clusters
  Score: Raw -1177237.111190 + Penalty 3058.200195 = -1174178.910995
  nChanged 43
		SP:Iteration 30Q (150478.140000 sec): 3 clusters
  Score: Raw -1177251.492309 + Penalty 3058.200195 = -1174193.292114
  nChanged 39
		SP:Iteration 31Q (150478.390000 sec): 3 clusters
  Score: Raw -1177263.279630 + Penalty 3058.200195 = -1174205.079435
  nChanged 39
		SP:Iteration 32Q (150478.640000 sec): 3 clusters
  Score: Raw -1177274.206350 + Penalty 3058.200195 = -1174216.006155
  nChanged 29
		SP:Iteration 33Q (150478.890000 sec): 3 clusters
  Score: Raw -1177281.966494 + Penalty 3058.200195 = -1174223.766299
  nChanged 31
		SP:Iteration 34Q (150479.140000 sec): 3 clusters
  Score: Raw -1177290.607751 + Penalty 3058.200195 = -1174232.407556
  nChanged 19
		SP:Iteration 35Q (150479.390000 sec): 3 clusters
  Score: Raw -1177294.371901 + Penalty 3058.200195 = -1174236.171706
  nChanged 11
		SP:Iteration 36Q (150479.640000 sec): 3 clusters
  Score: Raw -1177295.973359 + Penalty 3058.200195 = -1174237.773164
  nChanged 9
		SP:Iteration 37Q (150479.890000 sec): 3 clusters
  Score: Raw -1177298.063982 + Penalty 3058.200195 = -1174239.863787
  nChanged 13
		SP:Iteration 38Q (150480.150000 sec): 3 clusters
  Score: Raw -1177300.709052 + Penalty 3058.200195 = -1174242.508857
  nChanged 8
		SP:Iteration 39Q (150480.400000 sec): 3 clusters
  Score: Raw -1177302.091803 + Penalty 3058.200195 = -1174243.891609
  nChanged 13
		SP:Iteration 40F (150480.650000 sec): 3 clusters
  Score: Raw -1177304.773508 + Penalty 3058.200195 = -1174246.573313
  nChanged 14
		SP:Iteration 41Q (150480.900000 sec): 3 clusters
  Score: Raw -1177307.757776 + Penalty 3058.200195 = -1174249.557581
  nChanged 12
		SP:Iteration 42Q (150481.060000 sec): 3 clusters
  Score: Raw -1177310.628965 + Penalty 3058.200195 = -1174252.428770
  nChanged 13
		SP:Iteration 43Q (150481.340000 sec): 3 clusters
  Score: Raw -1177313.096873 + Penalty 3058.200195 = -1174254.896678
  nChanged 13
		SP:Iteration 44Q (150481.640000 sec): 3 clusters
  Score: Raw -1177316.700436 + Penalty 3058.200195 = -1174258.500241
  nChanged 14
		SP:Iteration 45Q (150481.820000 sec): 3 clusters
  Score: Raw -1177319.511827 + Penalty 3058.200195 = -1174261.311632
  nChanged 10
		SP:Iteration 46Q (150482.070000 sec): 3 clusters
  Score: Raw -1177321.747182 + Penalty 3058.200195 = -1174263.546988
  nChanged 11
		SP:Iteration 47Q (150482.330000 sec): 3 clusters
  Score: Raw -1177324.572922 + Penalty 3058.200195 = -1174266.372727
  nChanged 13
		SP:Iteration 48Q (150482.590000 sec): 3 clusters
  Score: Raw -1177327.520193 + Penalty 3058.200195 = -1174269.319998
  nChanged 7
		SP:Iteration 49Q (150482.880000 sec): 3 clusters
  Score: Raw -1177329.320269 + Penalty 3058.200195 = -1174271.120074
  nChanged 9
		SP:Iteration 50Q (150483.090000 sec): 3 clusters
  Score: Raw -1177331.162353 + Penalty 3058.200195 = -1174272.962158
  nChanged 9
		SP:Iteration 51Q (150483.350000 sec): 3 clusters
  Score: Raw -1177333.423140 + Penalty 3058.200195 = -1174275.222945
  nChanged 12
		SP:Iteration 52Q (150483.600000 sec): 3 clusters
  Score: Raw -1177336.086693 + Penalty 3058.200195 = -1174277.886498
  nChanged 11
		SP:Iteration 53Q (150483.890000 sec): 3 clusters
  Score: Raw -1177338.303053 + Penalty 3058.200195 = -1174280.102858
  nChanged 8
		SP:Iteration 54Q (150484.110000 sec): 3 clusters
  Score: Raw -1177339.741088 + Penalty 3058.200195 = -1174281.540893
  nChanged 9
		SP:Iteration 55Q (150484.360000 sec): 3 clusters
  Score: Raw -1177341.395293 + Penalty 3058.200195 = -1174283.195098
  nChanged 7
		SP:Iteration 56Q (150484.610000 sec): 3 clusters
  Score: Raw -1177342.653306 + Penalty 3058.200195 = -1174284.453111
  nChanged 4
		SP:Iteration 57Q (150484.870000 sec): 3 clusters
  Score: Raw -1177343.445369 + Penalty 3058.200195 = -1174285.245174
  nChanged 3
		SP:Iteration 58Q (150485.100000 sec): 3 clusters
  Score: Raw -1177344.282033 + Penalty 3058.200195 = -1174286.081838
  nChanged 4
		SP:Iteration 59Q (150485.420000 sec): 3 clusters
  Score: Raw -1177345.057616 + Penalty 3058.200195 = -1174286.857422
  nChanged 3
		SP:Iteration 60F (150485.590000 sec): 3 clusters
  Score: Raw -1177345.596356 + Penalty 3058.200195 = -1174287.396161
  nChanged 4
		SP:Iteration 61Q (150485.820000 sec): 3 clusters
  Score: Raw -1177346.220133 + Penalty 3058.200195 = -1174288.019938
  nChanged 0
		SP:Iteration 62F (150486.140000 sec): 3 clusters
  Score: Raw -1177346.220133 + Penalty 3058.200195 = -1174288.019938
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (8567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150486.190000 sec): 2 clusters
  Score: Raw -716944.663882 + Penalty 1471.546845 = -715473.117037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150486.410000 sec): 3 clusters
  Score: Raw -712251.379892 + Penalty 2943.093690 = -709308.286202
  nChanged 3626
		SP:Iteration 1F (150486.600000 sec): 3 clusters
  Score: Raw -714719.667306 + Penalty 2943.093690 = -711776.573616
  nChanged 842
		SP:Iteration 2F (150486.780000 sec): 3 clusters
  Score: Raw -715346.951411 + Penalty 2943.093690 = -712403.857721
  nChanged 623
		SP:Iteration 3F (150487.000000 sec): 3 clusters
  Score: Raw -715789.826882 + Penalty 2943.093690 = -712846.733192
  nChanged 499
		SP:Iteration 4F (150487.160000 sec): 3 clusters
  Score: Raw -716144.024291 + Penalty 2943.093690 = -713200.930601
  nChanged 421
		SP:Iteration 5Q (150487.350000 sec): 3 clusters
  Score: Raw -716450.935070 + Penalty 2943.093690 = -713507.841380
  nChanged 355
		SP:Iteration 6Q (150487.540000 sec): 3 clusters
  Score: Raw -716677.600594 + Penalty 2943.093690 = -713734.506904
  nChanged 314
		SP:Iteration 7Q (150487.740000 sec): 3 clusters
  Score: Raw -716844.714112 + Penalty 2943.093690 = -713901.620422
  nChanged 265
		SP:Iteration 8Q (150487.930000 sec): 3 clusters
  Score: Raw -716997.851165 + Penalty 2943.093690 = -714054.757475
  nChanged 259
		SP:Iteration 9Q (150488.120000 sec): 3 clusters
  Score: Raw -717162.982920 + Penalty 2943.093690 = -714219.889230
  nChanged 254
		SP:Iteration 10Q (150488.320000 sec): 3 clusters
  Score: Raw -717346.296309 + Penalty 2943.093690 = -714403.202620
  nChanged 272
		SP:Iteration 11Q (150488.510000 sec): 3 clusters
  Score: Raw -717537.619569 + Penalty 2943.093690 = -714594.525879
  nChanged 257
		SP:Iteration 12Q (150488.710000 sec): 3 clusters
  Score: Raw -717698.761332 + Penalty 2943.093690 = -714755.667642
  nChanged 208
		SP:Iteration 13Q (150488.900000 sec): 3 clusters
  Score: Raw -717829.989774 + Penalty 2943.093690 = -714886.896084
  nChanged 192
		SP:Iteration 14Q (150489.100000 sec): 3 clusters
  Score: Raw -717931.275137 + Penalty 2943.093690 = -714988.181447
  nChanged 195
		SP:Iteration 15Q (150489.290000 sec): 3 clusters
  Score: Raw -718011.571011 + Penalty 2943.093690 = -715068.477321
  nChanged 146
		SP:Iteration 16Q (150489.490000 sec): 3 clusters
  Score: Raw -718079.610970 + Penalty 2943.093690 = -715136.517280
  nChanged 123
		SP:Iteration 17Q (150489.680000 sec): 3 clusters
  Score: Raw -718121.744824 + Penalty 2943.093690 = -715178.651134
  nChanged 107
		SP:Iteration 18Q (150489.870000 sec): 3 clusters
  Score: Raw -718155.565658 + Penalty 2943.093690 = -715212.471968
  nChanged 79
		SP:Iteration 19Q (150490.070000 sec): 3 clusters
  Score: Raw -718180.164742 + Penalty 2943.093690 = -715237.071052
  nChanged 71
		SP:Iteration 20F (150490.260000 sec): 3 clusters
  Score: Raw -718196.292617 + Penalty 2943.093690 = -715253.198927
  nChanged 38
		SP:Iteration 21Q (150490.460000 sec): 3 clusters
  Score: Raw -718203.941902 + Penalty 2943.093690 = -715260.848212
  nChanged 30
		SP:Iteration 22Q (150490.660000 sec): 3 clusters
  Score: Raw -718210.851860 + Penalty 2943.093690 = -715267.758170
  nChanged 26
		SP:Iteration 23Q (150490.850000 sec): 3 clusters
  Score: Raw -718215.663785 + Penalty 2943.093690 = -715272.570095
  nChanged 24
		SP:Iteration 24Q (150491.040000 sec): 3 clusters
  Score: Raw -718220.517896 + Penalty 2943.093690 = -715277.424206
  nChanged 28
		SP:Iteration 25Q (150491.240000 sec): 3 clusters
  Score: Raw -718225.505468 + Penalty 2943.093690 = -715282.411778
  nChanged 28
		SP:Iteration 26Q (150491.430000 sec): 3 clusters
  Score: Raw -718229.472030 + Penalty 2943.093690 = -715286.378340
  nChanged 11
		SP:Iteration 27Q (150491.630000 sec): 3 clusters
  Score: Raw -718231.629412 + Penalty 2943.093690 = -715288.535722
  nChanged 14
		SP:Iteration 28Q (150491.790000 sec): 3 clusters
  Score: Raw -718233.894865 + Penalty 2943.093690 = -715290.801175
  nChanged 13
		SP:Iteration 29Q (150491.920000 sec): 3 clusters
  Score: Raw -718236.077598 + Penalty 2943.093690 = -715292.983908
  nChanged 6
		SP:Iteration 30Q (150492.050000 sec): 3 clusters
  Score: Raw -718237.493211 + Penalty 2943.093690 = -715294.399521
  nChanged 7
		SP:Iteration 31Q (150492.170000 sec): 3 clusters
  Score: Raw -718238.364081 + Penalty 2943.093690 = -715295.270391
  nChanged 7
		SP:Iteration 32Q (150492.360000 sec): 3 clusters
  Score: Raw -718239.145166 + Penalty 2943.093690 = -715296.051476
  nChanged 2
		SP:Iteration 33Q (150492.480000 sec): 3 clusters
  Score: Raw -718239.332459 + Penalty 2943.093690 = -715296.238769
  nChanged 1
		SP:Iteration 34Q (150492.670000 sec): 3 clusters
  Score: Raw -718239.410932 + Penalty 2943.093690 = -715296.317242
  nChanged 0
		SP:Iteration 35F (150492.860000 sec): 3 clusters
  Score: Raw -718239.410932 + Penalty 2943.093690 = -715296.317242
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (2508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150492.960000 sec): 2 clusters
  Score: Raw -202972.640164 + Penalty 1271.926647 = -201700.713517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150493.130000 sec): 3 clusters
  Score: Raw -201836.489393 + Penalty 2543.853293 = -199292.636100
  nChanged 911
		SP:Iteration 1F (150493.310000 sec): 3 clusters
  Score: Raw -202432.526260 + Penalty 2543.853293 = -199888.672967
  nChanged 241
		SP:Iteration 2F (150493.490000 sec): 3 clusters
  Score: Raw -202652.726084 + Penalty 2543.853293 = -200108.872791
  nChanged 189
		SP:Iteration 3F (150493.660000 sec): 3 clusters
  Score: Raw -202885.236619 + Penalty 2543.853293 = -200341.383326
  nChanged 186
		SP:Iteration 4F (150493.840000 sec): 3 clusters
  Score: Raw -203135.544215 + Penalty 2543.853293 = -200591.690922
  nChanged 152
		SP:Iteration 5F (150494.010000 sec): 3 clusters
  Score: Raw -203285.361627 + Penalty 2543.853293 = -200741.508334
  nChanged 93
		SP:Iteration 6Q (150494.190000 sec): 3 clusters
  Score: Raw -203374.517868 + Penalty 2543.853293 = -200830.664575
  nChanged 84
		SP:Iteration 7Q (150494.360000 sec): 3 clusters
  Score: Raw -203438.267058 + Penalty 2543.853293 = -200894.413765
  nChanged 61
		SP:Iteration 8Q (150494.540000 sec): 3 clusters
  Score: Raw -203482.158310 + Penalty 2543.853293 = -200938.305017
  nChanged 59
		SP:Iteration 9Q (150494.710000 sec): 3 clusters
  Score: Raw -203520.734379 + Penalty 2543.853293 = -200976.881086
  nChanged 43
		SP:Iteration 10Q (150494.890000 sec): 3 clusters
  Score: Raw -203548.007188 + Penalty 2543.853293 = -201004.153895
  nChanged 30
		SP:Iteration 11Q (150495.070000 sec): 3 clusters
  Score: Raw -203563.210374 + Penalty 2543.853293 = -201019.357081
  nChanged 21
		SP:Iteration 12Q (150495.240000 sec): 3 clusters
  Score: Raw -203574.341911 + Penalty 2543.853293 = -201030.488618
  nChanged 24
		SP:Iteration 13Q (150495.420000 sec): 3 clusters
  Score: Raw -203587.136930 + Penalty 2543.853293 = -201043.283637
  nChanged 17
		SP:Iteration 14Q (150495.590000 sec): 3 clusters
  Score: Raw -203597.220767 + Penalty 2543.853293 = -201053.367474
  nChanged 18
		SP:Iteration 15Q (150495.770000 sec): 3 clusters
  Score: Raw -203608.490345 + Penalty 2543.853293 = -201064.637052
  nChanged 11
		SP:Iteration 16Q (150495.950000 sec): 3 clusters
  Score: Raw -203617.559111 + Penalty 2543.853293 = -201073.705818
  nChanged 16
		SP:Iteration 17Q (150496.120000 sec): 3 clusters
  Score: Raw -203631.777048 + Penalty 2543.853293 = -201087.923755
  nChanged 18
		SP:Iteration 18Q (150496.300000 sec): 3 clusters
  Score: Raw -203648.660345 + Penalty 2543.853293 = -201104.807052
  nChanged 15
		SP:Iteration 19Q (150496.470000 sec): 3 clusters
  Score: Raw -203659.763020 + Penalty 2543.853293 = -201115.909727
  nChanged 8
		SP:Iteration 20F (150496.650000 sec): 3 clusters
  Score: Raw -203664.749012 + Penalty 2543.853293 = -201120.895718
  nChanged 8
		SP:Iteration 21Q (150496.830000 sec): 3 clusters
  Score: Raw -203671.338473 + Penalty 2543.853293 = -201127.485180
  nChanged 11
		SP:Iteration 22Q (150497.000000 sec): 3 clusters
  Score: Raw -203678.120929 + Penalty 2543.853293 = -201134.267636
  nChanged 12
		SP:Iteration 23Q (150497.180000 sec): 3 clusters
  Score: Raw -203685.278227 + Penalty 2543.853293 = -201141.424934
  nChanged 14
		SP:Iteration 24Q (150497.350000 sec): 3 clusters
  Score: Raw -203694.131573 + Penalty 2543.853293 = -201150.278280
  nChanged 14
		SP:Iteration 25Q (150497.530000 sec): 3 clusters
  Score: Raw -203704.292973 + Penalty 2543.853293 = -201160.439680
  nChanged 12
		SP:Iteration 26Q (150497.710000 sec): 3 clusters
  Score: Raw -203710.644792 + Penalty 2543.853293 = -201166.791499
  nChanged 8
		SP:Iteration 27Q (150497.880000 sec): 3 clusters
  Score: Raw -203715.213083 + Penalty 2543.853293 = -201171.359790
  nChanged 8
		SP:Iteration 28Q (150498.060000 sec): 3 clusters
  Score: Raw -203718.359733 + Penalty 2543.853293 = -201174.506440
  nChanged 3
		SP:Iteration 29Q (150498.230000 sec): 3 clusters
  Score: Raw -203719.708940 + Penalty 2543.853293 = -201175.855647
  nChanged 5
		SP:Iteration 30Q (150498.410000 sec): 3 clusters
  Score: Raw -203721.063003 + Penalty 2543.853293 = -201177.209710
  nChanged 1
		SP:Iteration 31Q (150498.590000 sec): 3 clusters
  Score: Raw -203721.300651 + Penalty 2543.853293 = -201177.447358
  nChanged 2
		SP:Iteration 32Q (150498.760000 sec): 3 clusters
  Score: Raw -203721.716362 + Penalty 2543.853293 = -201177.863069
  nChanged 0
		SP:Iteration 33F (150498.930000 sec): 3 clusters
  Score: Raw -203721.716362 + Penalty 2543.853293 = -201177.863069
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (3176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150499.040000 sec): 2 clusters
  Score: Raw -274441.742994 + Penalty 1310.298896 = -273131.444098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150499.220000 sec): 3 clusters
  Score: Raw -272910.157854 + Penalty 2620.597792 = -270289.560062
  nChanged 1253
		SP:Iteration 1F (150499.390000 sec): 3 clusters
  Score: Raw -273767.480932 + Penalty 2620.597792 = -271146.883139
  nChanged 304
		SP:Iteration 2F (150499.570000 sec): 3 clusters
  Score: Raw -274082.442264 + Penalty 2620.597792 = -271461.844472
  nChanged 259
		SP:Iteration 3F (150499.750000 sec): 3 clusters
  Score: Raw -274409.989785 + Penalty 2620.597792 = -271789.391993
  nChanged 224
		SP:Iteration 4F (150499.920000 sec): 3 clusters
  Score: Raw -274636.590125 + Penalty 2620.597792 = -272015.992333
  nChanged 172
		SP:Iteration 5F (150500.100000 sec): 3 clusters
  Score: Raw -274816.095809 + Penalty 2620.597792 = -272195.498017
  nChanged 151
		SP:Iteration 6Q (150500.270000 sec): 3 clusters
  Score: Raw -274955.731981 + Penalty 2620.597792 = -272335.134188
  nChanged 129
		SP:Iteration 7Q (150500.450000 sec): 3 clusters
  Score: Raw -275063.866223 + Penalty 2620.597792 = -272443.268431
  nChanged 91
		SP:Iteration 8Q (150500.630000 sec): 3 clusters
  Score: Raw -275134.923716 + Penalty 2620.597792 = -272514.325923
  nChanged 81
		SP:Iteration 9Q (150500.800000 sec): 3 clusters
  Score: Raw -275205.904353 + Penalty 2620.597792 = -272585.306560
  nChanged 73
		SP:Iteration 10Q (150500.970000 sec): 3 clusters
  Score: Raw -275295.486402 + Penalty 2620.597792 = -272674.888610
  nChanged 61
		SP:Iteration 11Q (150501.150000 sec): 3 clusters
  Score: Raw -275354.636289 + Penalty 2620.597792 = -272734.038496
  nChanged 65
		SP:Iteration 12Q (150501.330000 sec): 3 clusters
  Score: Raw -275406.424083 + Penalty 2620.597792 = -272785.826291
  nChanged 51
		SP:Iteration 13Q (150501.500000 sec): 3 clusters
  Score: Raw -275439.320210 + Penalty 2620.597792 = -272818.722418
  nChanged 32
		SP:Iteration 14Q (150501.700000 sec): 3 clusters
  Score: Raw -275458.073674 + Penalty 2620.597792 = -272837.475882
  nChanged 26
		SP:Iteration 15Q (150501.850000 sec): 3 clusters
  Score: Raw -275469.596221 + Penalty 2620.597792 = -272848.998428
  nChanged 18
		SP:Iteration 16Q (150502.030000 sec): 3 clusters
  Score: Raw -275474.731538 + Penalty 2620.597792 = -272854.133746
  nChanged 10
		SP:Iteration 17Q (150502.210000 sec): 3 clusters
  Score: Raw -275480.541483 + Penalty 2620.597792 = -272859.943691
  nChanged 11
		SP:Iteration 18Q (150502.380000 sec): 3 clusters
  Score: Raw -275492.634893 + Penalty 2620.597792 = -272872.037101
  nChanged 20
		SP:Iteration 19Q (150502.560000 sec): 3 clusters
  Score: Raw -275502.311428 + Penalty 2620.597792 = -272881.713636
  nChanged 17
		SP:Iteration 20F (150502.730000 sec): 3 clusters
  Score: Raw -275508.355338 + Penalty 2620.597792 = -272887.757546
  nChanged 11
		SP:Iteration 21Q (150502.910000 sec): 3 clusters
  Score: Raw -275513.150418 + Penalty 2620.597792 = -272892.552626
  nChanged 10
		SP:Iteration 22Q (150503.110000 sec): 3 clusters
  Score: Raw -275516.170752 + Penalty 2620.597792 = -272895.572960
  nChanged 9
		SP:Iteration 23Q (150503.260000 sec): 3 clusters
  Score: Raw -275520.166797 + Penalty 2620.597792 = -272899.569005
  nChanged 2
		SP:Iteration 24Q (150503.430000 sec): 3 clusters
  Score: Raw -275521.260516 + Penalty 2620.597792 = -272900.662724
  nChanged 3
		SP:Iteration 25Q (150503.610000 sec): 3 clusters
  Score: Raw -275522.442371 + Penalty 2620.597792 = -272901.844579
  nChanged 4
		SP:Iteration 26Q (150503.790000 sec): 3 clusters
  Score: Raw -275523.798945 + Penalty 2620.597792 = -272903.201153
  nChanged 3
		SP:Iteration 27Q (150503.960000 sec): 3 clusters
  Score: Raw -275524.768449 + Penalty 2620.597792 = -272904.170657
  nChanged 4
		SP:Iteration 28Q (150504.140000 sec): 3 clusters
  Score: Raw -275526.239271 + Penalty 2620.597792 = -272905.641479
  nChanged 3
		SP:Iteration 29Q (150504.310000 sec): 3 clusters
  Score: Raw -275527.015486 + Penalty 2620.597792 = -272906.417693
  nChanged 1
		SP:Iteration 30Q (150504.490000 sec): 3 clusters
  Score: Raw -275527.322456 + Penalty 2620.597792 = -272906.724664
  nChanged 3
		SP:Iteration 31Q (150504.670000 sec): 3 clusters
  Score: Raw -275528.498967 + Penalty 2620.597792 = -272907.901174
  nChanged 1
		SP:Iteration 32Q (150504.840000 sec): 3 clusters
  Score: Raw -275528.667859 + Penalty 2620.597792 = -272908.070066
  nChanged 0
		SP:Iteration 33F (150505.020000 sec): 3 clusters
  Score: Raw -275528.667859 + Penalty 2620.597792 = -272908.070066
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (9148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150505.150000 sec): 2 clusters
  Score: Raw -700815.689499 + Penalty 1482.209715 = -699333.479784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150505.340000 sec): 3 clusters
  Score: Raw -695613.925764 + Penalty 2964.419430 = -692649.506333
  nChanged 3998
		SP:Iteration 1F (150505.530000 sec): 3 clusters
  Score: Raw -697862.781919 + Penalty 2964.419430 = -694898.362489
  nChanged 662
		SP:Iteration 2F (150505.750000 sec): 3 clusters
  Score: Raw -698282.975468 + Penalty 2964.419430 = -695318.556037
  nChanged 591
		SP:Iteration 3F (150505.890000 sec): 3 clusters
  Score: Raw -698715.464897 + Penalty 2964.419430 = -695751.045467
  nChanged 586
		SP:Iteration 4F (150506.030000 sec): 3 clusters
  Score: Raw -699161.327745 + Penalty 2964.419430 = -696196.908315
  nChanged 562
		SP:Iteration 5F (150506.260000 sec): 3 clusters
  Score: Raw -699598.129411 + Penalty 2964.419430 = -696633.709981
  nChanged 547
		SP:Iteration 6F (150506.460000 sec): 3 clusters
  Score: Raw -699994.958093 + Penalty 2964.419430 = -697030.538663
  nChanged 409
		SP:Iteration 7Q (150506.650000 sec): 3 clusters
  Score: Raw -700263.463550 + Penalty 2964.419430 = -697299.044119
  nChanged 341
		SP:Iteration 8Q (150506.840000 sec): 3 clusters
  Score: Raw -700469.203840 + Penalty 2964.419430 = -697504.784409
  nChanged 264
		SP:Iteration 9Q (150507.040000 sec): 3 clusters
  Score: Raw -700582.668012 + Penalty 2964.419430 = -697618.248581
  nChanged 166
		SP:Iteration 10Q (150507.210000 sec): 3 clusters
  Score: Raw -700641.458967 + Penalty 2964.419430 = -697677.039537
  nChanged 159
		SP:Iteration 11Q (150507.390000 sec): 3 clusters
  Score: Raw -700699.839266 + Penalty 2964.419430 = -697735.419836
  nChanged 122
		SP:Iteration 12Q (150507.570000 sec): 3 clusters
  Score: Raw -700739.736549 + Penalty 2964.419430 = -697775.317118
  nChanged 102
		SP:Iteration 13Q (150507.780000 sec): 3 clusters
  Score: Raw -700766.841950 + Penalty 2964.419430 = -697802.422519
  nChanged 77
		SP:Iteration 14Q (150507.960000 sec): 3 clusters
  Score: Raw -700792.755471 + Penalty 2964.419430 = -697828.336041
  nChanged 77
		SP:Iteration 15Q (150508.130000 sec): 3 clusters
  Score: Raw -700813.758485 + Penalty 2964.419430 = -697849.339054
  nChanged 69
		SP:Iteration 16Q (150508.310000 sec): 3 clusters
  Score: Raw -700833.585723 + Penalty 2964.419430 = -697869.166292
  nChanged 68
		SP:Iteration 17Q (150508.490000 sec): 3 clusters
  Score: Raw -700853.923244 + Penalty 2964.419430 = -697889.503813
  nChanged 70
		SP:Iteration 18Q (150508.670000 sec): 3 clusters
  Score: Raw -700872.836528 + Penalty 2964.419430 = -697908.417098
  nChanged 61
		SP:Iteration 19Q (150508.850000 sec): 3 clusters
  Score: Raw -700890.369265 + Penalty 2964.419430 = -697925.949835
  nChanged 53
		SP:Iteration 20F (150509.070000 sec): 3 clusters
  Score: Raw -700904.119659 + Penalty 2964.419430 = -697939.700228
  nChanged 51
		SP:Iteration 21Q (150509.240000 sec): 3 clusters
  Score: Raw -700921.347556 + Penalty 2964.419430 = -697956.928126
  nChanged 68
		SP:Iteration 22Q (150509.410000 sec): 3 clusters
  Score: Raw -700941.943513 + Penalty 2964.419430 = -697977.524082
  nChanged 79
		SP:Iteration 23Q (150509.590000 sec): 3 clusters
  Score: Raw -700970.066854 + Penalty 2964.419430 = -698005.647423
  nChanged 70
		SP:Iteration 24Q (150509.780000 sec): 3 clusters
  Score: Raw -700989.200392 + Penalty 2964.419430 = -698024.780961
  nChanged 49
		SP:Iteration 25Q (150509.960000 sec): 3 clusters
  Score: Raw -701008.221319 + Penalty 2964.419430 = -698043.801888
  nChanged 58
		SP:Iteration 26Q (150510.150000 sec): 3 clusters
  Score: Raw -701026.074980 + Penalty 2964.419430 = -698061.655549
  nChanged 45
		SP:Iteration 27Q (150510.350000 sec): 3 clusters
  Score: Raw -701040.514334 + Penalty 2964.419430 = -698076.094904
  nChanged 48
		SP:Iteration 28Q (150510.540000 sec): 3 clusters
  Score: Raw -701057.987577 + Penalty 2964.419430 = -698093.568146
  nChanged 51
		SP:Iteration 29Q (150510.730000 sec): 3 clusters
  Score: Raw -701078.267320 + Penalty 2964.419430 = -698113.847890
  nChanged 55
		SP:Iteration 30Q (150510.930000 sec): 3 clusters
  Score: Raw -701100.721133 + Penalty 2964.419430 = -698136.301702
  nChanged 60
		SP:Iteration 31Q (150511.120000 sec): 3 clusters
  Score: Raw -701121.892484 + Penalty 2964.419430 = -698157.473053
  nChanged 52
		SP:Iteration 32Q (150511.300000 sec): 3 clusters
  Score: Raw -701139.361644 + Penalty 2964.419430 = -698174.942214
  nChanged 40
		SP:Iteration 33Q (150511.490000 sec): 3 clusters
  Score: Raw -701151.265914 + Penalty 2964.419430 = -698186.846484
  nChanged 36
		SP:Iteration 34Q (150511.680000 sec): 3 clusters
  Score: Raw -701160.608282 + Penalty 2964.419430 = -698196.188851
  nChanged 23
		SP:Iteration 35Q (150511.870000 sec): 3 clusters
  Score: Raw -701165.483272 + Penalty 2964.419430 = -698201.063841
  nChanged 22
		SP:Iteration 36Q (150512.060000 sec): 3 clusters
  Score: Raw -701171.587987 + Penalty 2964.419430 = -698207.168557
  nChanged 24
		SP:Iteration 37Q (150512.290000 sec): 3 clusters
  Score: Raw -701177.027426 + Penalty 2964.419430 = -698212.607996
  nChanged 22
		SP:Iteration 38Q (150512.470000 sec): 3 clusters
  Score: Raw -701184.468240 + Penalty 2964.419430 = -698220.048810
  nChanged 22
		SP:Iteration 39Q (150512.670000 sec): 3 clusters
  Score: Raw -701191.333239 + Penalty 2964.419430 = -698226.913808
  nChanged 27
		SP:Iteration 40F (150512.850000 sec): 3 clusters
  Score: Raw -701198.758457 + Penalty 2964.419430 = -698234.339026
  nChanged 21
		SP:Iteration 41Q (150513.060000 sec): 3 clusters
  Score: Raw -701203.390446 + Penalty 2964.419430 = -698238.971015
  nChanged 18
		SP:Iteration 42Q (150513.240000 sec): 3 clusters
  Score: Raw -701207.859111 + Penalty 2964.419430 = -698243.439680
  nChanged 27
		SP:Iteration 43Q (150513.420000 sec): 3 clusters
  Score: Raw -701215.695942 + Penalty 2964.419430 = -698251.276511
  nChanged 25
		SP:Iteration 44Q (150513.710000 sec): 3 clusters
  Score: Raw -701224.174310 + Penalty 2964.419430 = -698259.754879
  nChanged 22
		SP:Iteration 45Q (150513.910000 sec): 3 clusters
  Score: Raw -701230.531640 + Penalty 2964.419430 = -698266.112210
  nChanged 23
		SP:Iteration 46Q (150514.100000 sec): 3 clusters
  Score: Raw -701236.448235 + Penalty 2964.419430 = -698272.028804
  nChanged 21
		SP:Iteration 47Q (150514.290000 sec): 3 clusters
  Score: Raw -701241.473625 + Penalty 2964.419430 = -698277.054194
  nChanged 12
		SP:Iteration 48Q (150514.490000 sec): 3 clusters
  Score: Raw -701244.349831 + Penalty 2964.419430 = -698279.930400
  nChanged 12
		SP:Iteration 49Q (150514.680000 sec): 3 clusters
  Score: Raw -701247.065156 + Penalty 2964.419430 = -698282.645725
  nChanged 10
		SP:Iteration 50Q (150514.870000 sec): 3 clusters
  Score: Raw -701249.477687 + Penalty 2964.419430 = -698285.058256
  nChanged 9
		SP:Iteration 51Q (150515.060000 sec): 3 clusters
  Score: Raw -701251.778071 + Penalty 2964.419430 = -698287.358641
  nChanged 10
		SP:Iteration 52Q (150515.250000 sec): 3 clusters
  Score: Raw -701253.288403 + Penalty 2964.419430 = -698288.868973
  nChanged 5
		SP:Iteration 53Q (150515.490000 sec): 3 clusters
  Score: Raw -701254.164461 + Penalty 2964.419430 = -698289.745030
  nChanged 8
		SP:Iteration 54Q (150515.680000 sec): 3 clusters
  Score: Raw -701255.433533 + Penalty 2964.419430 = -698291.014102
  nChanged 8
		SP:Iteration 55Q (150515.880000 sec): 3 clusters
  Score: Raw -701256.696023 + Penalty 2964.419430 = -698292.276593
  nChanged 6
		SP:Iteration 56Q (150516.070000 sec): 3 clusters
  Score: Raw -701257.756660 + Penalty 2964.419430 = -698293.337229
  nChanged 9
		SP:Iteration 57Q (150516.250000 sec): 3 clusters
  Score: Raw -701259.082538 + Penalty 2964.419430 = -698294.663108
  nChanged 8
		SP:Iteration 58Q (150516.440000 sec): 3 clusters
  Score: Raw -701260.775609 + Penalty 2964.419430 = -698296.356179
  nChanged 7
		SP:Iteration 59Q (150516.640000 sec): 3 clusters
  Score: Raw -701261.936354 + Penalty 2964.419430 = -698297.516923
  nChanged 6
		SP:Iteration 60F (150516.830000 sec): 3 clusters
  Score: Raw -701263.985688 + Penalty 2964.419430 = -698299.566258
  nChanged 5
		SP:Iteration 61Q (150517.020000 sec): 3 clusters
  Score: Raw -701265.458978 + Penalty 2964.419430 = -698301.039548
  nChanged 7
		SP:Iteration 62Q (150517.210000 sec): 3 clusters
  Score: Raw -701267.544276 + Penalty 2964.419430 = -698303.124846
  nChanged 9
		SP:Iteration 63Q (150517.400000 sec): 3 clusters
  Score: Raw -701270.108771 + Penalty 2964.419430 = -698305.689340
  nChanged 14
		SP:Iteration 64Q (150517.640000 sec): 3 clusters
  Score: Raw -701273.950351 + Penalty 2964.419430 = -698309.530920
  nChanged 13
		SP:Iteration 65Q (150517.820000 sec): 3 clusters
  Score: Raw -701277.687165 + Penalty 2964.419430 = -698313.267734
  nChanged 17
		SP:Iteration 66Q (150518.030000 sec): 3 clusters
  Score: Raw -701282.036408 + Penalty 2964.419430 = -698317.616977
  nChanged 13
		SP:Iteration 67Q (150518.220000 sec): 3 clusters
  Score: Raw -701285.515933 + Penalty 2964.419430 = -698321.096503
  nChanged 8
		SP:Iteration 68Q (150518.420000 sec): 3 clusters
  Score: Raw -701287.242512 + Penalty 2964.419430 = -698322.823082
  nChanged 6
		SP:Iteration 69Q (150518.610000 sec): 3 clusters
  Score: Raw -701288.801558 + Penalty 2964.419430 = -698324.382128
  nChanged 9
		SP:Iteration 70Q (150518.800000 sec): 3 clusters
  Score: Raw -701291.086332 + Penalty 2964.419430 = -698326.666902
  nChanged 10
		SP:Iteration 71Q (150518.980000 sec): 3 clusters
  Score: Raw -701294.284734 + Penalty 2964.419430 = -698329.865304
  nChanged 14
		SP:Iteration 72Q (150519.180000 sec): 3 clusters
  Score: Raw -701297.863028 + Penalty 2964.419430 = -698333.443597
  nChanged 8
		SP:Iteration 73Q (150519.360000 sec): 3 clusters
  Score: Raw -701299.593612 + Penalty 2964.419430 = -698335.174182
  nChanged 6
		SP:Iteration 74Q (150519.560000 sec): 3 clusters
  Score: Raw -701300.760998 + Penalty 2964.419430 = -698336.341568
  nChanged 1
		SP:Iteration 75Q (150519.750000 sec): 3 clusters
  Score: Raw -701301.088621 + Penalty 2964.419430 = -698336.669191
  nChanged 2
		SP:Iteration 76Q (150519.940000 sec): 3 clusters
  Score: Raw -701301.511528 + Penalty 2964.419430 = -698337.092097
  nChanged 3
		SP:Iteration 77Q (150520.130000 sec): 3 clusters
  Score: Raw -701302.082062 + Penalty 2964.419430 = -698337.662632
  nChanged 4
		SP:Iteration 78Q (150520.330000 sec): 3 clusters
  Score: Raw -701303.053914 + Penalty 2964.419430 = -698338.634484
  nChanged 7
		SP:Iteration 79Q (150520.510000 sec): 3 clusters
  Score: Raw -701304.756009 + Penalty 2964.419430 = -698340.336578
  nChanged 8
		SP:Iteration 80F (150520.740000 sec): 3 clusters
  Score: Raw -701306.264431 + Penalty 2964.419430 = -698341.845000
  nChanged 6
		SP:Iteration 81Q (150520.930000 sec): 3 clusters
  Score: Raw -701307.626899 + Penalty 2964.419430 = -698343.207468
  nChanged 2
		SP:Iteration 82Q (150521.130000 sec): 3 clusters
  Score: Raw -701307.983491 + Penalty 2964.419430 = -698343.564060
  nChanged 3
		SP:Iteration 83Q (150521.320000 sec): 3 clusters
  Score: Raw -701309.006632 + Penalty 2964.419430 = -698344.587201
  nChanged 4
		SP:Iteration 84Q (150521.510000 sec): 3 clusters
  Score: Raw -701311.183686 + Penalty 2964.419430 = -698346.764255
  nChanged 4
		SP:Iteration 85Q (150521.760000 sec): 3 clusters
  Score: Raw -701312.301756 + Penalty 2964.419430 = -698347.882326
  nChanged 4
		SP:Iteration 86Q (150521.950000 sec): 3 clusters
  Score: Raw -701312.837810 + Penalty 2964.419430 = -698348.418379
  nChanged 2
		SP:Iteration 87Q (150522.140000 sec): 3 clusters
  Score: Raw -701313.051149 + Penalty 2964.419430 = -698348.631719
  nChanged 1
		SP:Iteration 88Q (150522.330000 sec): 3 clusters
  Score: Raw -701313.100802 + Penalty 2964.419430 = -698348.681372
  nChanged 0
		SP:Iteration 89F (150522.520000 sec): 3 clusters
  Score: Raw -701313.100802 + Penalty 2964.419430 = -698348.681372
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (6225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150522.660000 sec): 2 clusters
  Score: Raw -522381.339767 + Penalty 1419.653417 = -520961.686349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150522.760000 sec): 3 clusters
  Score: Raw -519042.620333 + Penalty 2839.306834 = -516203.313498
  nChanged 2620
		SP:Iteration 1F (150522.860000 sec): 3 clusters
  Score: Raw -520606.810124 + Penalty 2839.306834 = -517767.503289
  nChanged 501
		SP:Iteration 2F (150522.960000 sec): 3 clusters
  Score: Raw -520921.982344 + Penalty 2839.306834 = -518082.675509
  nChanged 426
		SP:Iteration 3F (150523.060000 sec): 3 clusters
  Score: Raw -521184.317723 + Penalty 2839.306834 = -518345.010888
  nChanged 326
		SP:Iteration 4F (150523.160000 sec): 3 clusters
  Score: Raw -521356.434464 + Penalty 2839.306834 = -518517.127630
  nChanged 270
		SP:Iteration 5Q (150523.270000 sec): 3 clusters
  Score: Raw -521527.816643 + Penalty 2839.306834 = -518688.509809
  nChanged 287
		SP:Iteration 6Q (150523.370000 sec): 3 clusters
  Score: Raw -521718.704356 + Penalty 2839.306834 = -518879.397522
  nChanged 270
		SP:Iteration 7Q (150523.470000 sec): 3 clusters
  Score: Raw -521871.612367 + Penalty 2839.306834 = -519032.305533
  nChanged 213
		SP:Iteration 8Q (150523.570000 sec): 3 clusters
  Score: Raw -522002.700240 + Penalty 2839.306834 = -519163.393406
  nChanged 194
		SP:Iteration 9Q (150523.670000 sec): 3 clusters
  Score: Raw -522114.216951 + Penalty 2839.306834 = -519274.910117
  nChanged 165
		SP:Iteration 10Q (150523.770000 sec): 3 clusters
  Score: Raw -522199.776439 + Penalty 2839.306834 = -519360.469604
  nChanged 147
		SP:Iteration 11Q (150523.870000 sec): 3 clusters
  Score: Raw -522276.744461 + Penalty 2839.306834 = -519437.437626
  nChanged 125
		SP:Iteration 12Q (150523.970000 sec): 3 clusters
  Score: Raw -522339.665951 + Penalty 2839.306834 = -519500.359116
  nChanged 117
		SP:Iteration 13Q (150524.160000 sec): 3 clusters
  Score: Raw -522396.337501 + Penalty 2839.306834 = -519557.030667
  nChanged 96
		SP:Iteration 14Q (150524.330000 sec): 3 clusters
  Score: Raw -522444.423077 + Penalty 2839.306834 = -519605.116243
  nChanged 90
		SP:Iteration 15Q (150524.490000 sec): 3 clusters
  Score: Raw -522481.264966 + Penalty 2839.306834 = -519641.958131
  nChanged 76
		SP:Iteration 16Q (150524.660000 sec): 3 clusters
  Score: Raw -522506.451980 + Penalty 2839.306834 = -519667.145146
  nChanged 53
		SP:Iteration 17Q (150524.820000 sec): 3 clusters
  Score: Raw -522521.274798 + Penalty 2839.306834 = -519681.967963
  nChanged 42
		SP:Iteration 18Q (150524.990000 sec): 3 clusters
  Score: Raw -522532.901922 + Penalty 2839.306834 = -519693.595088
  nChanged 37
		SP:Iteration 19Q (150525.220000 sec): 3 clusters
  Score: Raw -522542.902645 + Penalty 2839.306834 = -519703.595810
  nChanged 30
		SP:Iteration 20F (150525.410000 sec): 3 clusters
  Score: Raw -522550.181025 + Penalty 2839.306834 = -519710.874191
  nChanged 29
		SP:Iteration 21Q (150525.630000 sec): 3 clusters
  Score: Raw -522557.186010 + Penalty 2839.306834 = -519717.879176
  nChanged 21
		SP:Iteration 22Q (150525.800000 sec): 3 clusters
  Score: Raw -522562.240550 + Penalty 2839.306834 = -519722.933716
  nChanged 20
		SP:Iteration 23Q (150526.010000 sec): 3 clusters
  Score: Raw -522567.467353 + Penalty 2839.306834 = -519728.160519
  nChanged 19
		SP:Iteration 24Q (150526.180000 sec): 3 clusters
  Score: Raw -522573.824341 + Penalty 2839.306834 = -519734.517507
  nChanged 24
		SP:Iteration 25Q (150526.340000 sec): 3 clusters
  Score: Raw -522578.788647 + Penalty 2839.306834 = -519739.481813
  nChanged 26
		SP:Iteration 26Q (150526.510000 sec): 3 clusters
  Score: Raw -522586.187744 + Penalty 2839.306834 = -519746.880909
  nChanged 35
		SP:Iteration 27Q (150526.670000 sec): 3 clusters
  Score: Raw -522595.799140 + Penalty 2839.306834 = -519756.492306
  nChanged 32
		SP:Iteration 28Q (150526.840000 sec): 3 clusters
  Score: Raw -522606.884388 + Penalty 2839.306834 = -519767.577554
  nChanged 33
		SP:Iteration 29Q (150527.010000 sec): 3 clusters
  Score: Raw -522618.496460 + Penalty 2839.306834 = -519779.189625
  nChanged 33
		SP:Iteration 30Q (150527.170000 sec): 3 clusters
  Score: Raw -522629.142302 + Penalty 2839.306834 = -519789.835467
  nChanged 45
		SP:Iteration 31Q (150527.330000 sec): 3 clusters
  Score: Raw -522643.094655 + Penalty 2839.306834 = -519803.787821
  nChanged 39
		SP:Iteration 32Q (150527.530000 sec): 3 clusters
  Score: Raw -522654.610765 + Penalty 2839.306834 = -519815.303930
  nChanged 44
		SP:Iteration 33Q (150527.630000 sec): 3 clusters
  Score: Raw -522674.220713 + Penalty 2839.306834 = -519834.913879
  nChanged 52
		SP:Iteration 34Q (150527.730000 sec): 3 clusters
  Score: Raw -522691.466377 + Penalty 2839.306834 = -519852.159543
  nChanged 42
		SP:Iteration 35Q (150527.920000 sec): 3 clusters
  Score: Raw -522704.037701 + Penalty 2839.306834 = -519864.730867
  nChanged 35
		SP:Iteration 36Q (150528.130000 sec): 3 clusters
  Score: Raw -522715.816599 + Penalty 2839.306834 = -519876.509765
  nChanged 49
		SP:Iteration 37Q (150528.300000 sec): 3 clusters
  Score: Raw -522733.353828 + Penalty 2839.306834 = -519894.046994
  nChanged 42
		SP:Iteration 38Q (150528.480000 sec): 3 clusters
  Score: Raw -522747.816876 + Penalty 2839.306834 = -519908.510041
  nChanged 34
		SP:Iteration 39Q (150528.650000 sec): 3 clusters
  Score: Raw -522758.309718 + Penalty 2839.306834 = -519919.002883
  nChanged 27
		SP:Iteration 40F (150528.870000 sec): 3 clusters
  Score: Raw -522764.987816 + Penalty 2839.306834 = -519925.680982
  nChanged 17
		SP:Iteration 41Q (150529.030000 sec): 3 clusters
  Score: Raw -522768.985688 + Penalty 2839.306834 = -519929.678854
  nChanged 21
		SP:Iteration 42Q (150529.210000 sec): 3 clusters
  Score: Raw -522776.316887 + Penalty 2839.306834 = -519937.010052
  nChanged 23
		SP:Iteration 43Q (150529.390000 sec): 3 clusters
  Score: Raw -522782.485992 + Penalty 2839.306834 = -519943.179158
  nChanged 21
		SP:Iteration 44Q (150529.600000 sec): 3 clusters
  Score: Raw -522786.667690 + Penalty 2839.306834 = -519947.360856
  nChanged 18
		SP:Iteration 45Q (150529.770000 sec): 3 clusters
  Score: Raw -522790.092064 + Penalty 2839.306834 = -519950.785229
  nChanged 8
		SP:Iteration 46Q (150529.910000 sec): 3 clusters
  Score: Raw -522791.540311 + Penalty 2839.306834 = -519952.233477
  nChanged 9
		SP:Iteration 47Q (150530.080000 sec): 3 clusters
  Score: Raw -522792.598992 + Penalty 2839.306834 = -519953.292157
  nChanged 7
		SP:Iteration 48Q (150530.250000 sec): 3 clusters
  Score: Raw -522793.393015 + Penalty 2839.306834 = -519954.086181
  nChanged 7
		SP:Iteration 49Q (150530.410000 sec): 3 clusters
  Score: Raw -522794.588056 + Penalty 2839.306834 = -519955.281221
  nChanged 5
		SP:Iteration 50Q (150530.580000 sec): 3 clusters
  Score: Raw -522795.625132 + Penalty 2839.306834 = -519956.318297
  nChanged 5
		SP:Iteration 51Q (150530.740000 sec): 3 clusters
  Score: Raw -522796.570837 + Penalty 2839.306834 = -519957.264003
  nChanged 4
		SP:Iteration 52Q (150530.910000 sec): 3 clusters
  Score: Raw -522797.566971 + Penalty 2839.306834 = -519958.260136
  nChanged 2
		SP:Iteration 53Q (150531.070000 sec): 3 clusters
  Score: Raw -522798.010031 + Penalty 2839.306834 = -519958.703196
  nChanged 3
		SP:Iteration 54Q (150531.280000 sec): 3 clusters
  Score: Raw -522798.779550 + Penalty 2839.306834 = -519959.472716
  nChanged 7
		SP:Iteration 55Q (150531.450000 sec): 3 clusters
  Score: Raw -522799.816073 + Penalty 2839.306834 = -519960.509239
  nChanged 3
		SP:Iteration 56Q (150531.610000 sec): 3 clusters
  Score: Raw -522800.301538 + Penalty 2839.306834 = -519960.994703
  nChanged 2
		SP:Iteration 57Q (150531.810000 sec): 3 clusters
  Score: Raw -522800.693055 + Penalty 2839.306834 = -519961.386221
  nChanged 1
		SP:Iteration 58Q (150531.910000 sec): 3 clusters
  Score: Raw -522800.743280 + Penalty 2839.306834 = -519961.436445
  nChanged 1
		SP:Iteration 59Q (150532.010000 sec): 3 clusters
  Score: Raw -522800.790965 + Penalty 2839.306834 = -519961.484131
  nChanged 0
		SP:Iteration 60F (150532.200000 sec): 3 clusters
  Score: Raw -522800.790965 + Penalty 2839.306834 = -519961.484131
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (7665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150532.320000 sec): 2 clusters
  Score: Raw -634118.667106 + Penalty 1453.468216 = -632665.198890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150532.540000 sec): 3 clusters
  Score: Raw -629963.210010 + Penalty 2906.936432 = -627056.273578
  nChanged 3248
		SP:Iteration 1F (150532.740000 sec): 3 clusters
  Score: Raw -631840.342952 + Penalty 2906.936432 = -628933.406520
  nChanged 624
		SP:Iteration 2F (150532.940000 sec): 3 clusters
  Score: Raw -632254.323436 + Penalty 2906.936432 = -629347.387004
  nChanged 556
		SP:Iteration 3F (150533.130000 sec): 3 clusters
  Score: Raw -632644.940305 + Penalty 2906.936432 = -629738.003872
  nChanged 491
		SP:Iteration 4F (150533.260000 sec): 3 clusters
  Score: Raw -632984.696387 + Penalty 2906.936432 = -630077.759955
  nChanged 423
		SP:Iteration 5F (150533.380000 sec): 3 clusters
  Score: Raw -633274.568356 + Penalty 2906.936432 = -630367.631924
  nChanged 382
		SP:Iteration 6Q (150533.570000 sec): 3 clusters
  Score: Raw -633520.665252 + Penalty 2906.936432 = -630613.728820
  nChanged 318
		SP:Iteration 7Q (150533.770000 sec): 3 clusters
  Score: Raw -633672.210382 + Penalty 2906.936432 = -630765.273950
  nChanged 213
		SP:Iteration 8Q (150533.970000 sec): 3 clusters
  Score: Raw -633775.702857 + Penalty 2906.936432 = -630868.766425
  nChanged 179
		SP:Iteration 9Q (150534.170000 sec): 3 clusters
  Score: Raw -633862.743512 + Penalty 2906.936432 = -630955.807080
  nChanged 160
		SP:Iteration 10Q (150534.370000 sec): 3 clusters
  Score: Raw -633940.927845 + Penalty 2906.936432 = -631033.991413
  nChanged 143
		SP:Iteration 11Q (150534.570000 sec): 3 clusters
  Score: Raw -634006.367676 + Penalty 2906.936432 = -631099.431244
  nChanged 127
		SP:Iteration 12Q (150534.770000 sec): 3 clusters
  Score: Raw -634063.420741 + Penalty 2906.936432 = -631156.484309
  nChanged 117
		SP:Iteration 13Q (150534.970000 sec): 3 clusters
  Score: Raw -634121.522204 + Penalty 2906.936432 = -631214.585772
  nChanged 113
		SP:Iteration 14Q (150535.170000 sec): 3 clusters
  Score: Raw -634179.153880 + Penalty 2906.936432 = -631272.217448
  nChanged 90
		SP:Iteration 15Q (150535.370000 sec): 3 clusters
  Score: Raw -634224.032720 + Penalty 2906.936432 = -631317.096288
  nChanged 87
		SP:Iteration 16Q (150535.570000 sec): 3 clusters
  Score: Raw -634268.713577 + Penalty 2906.936432 = -631361.777144
  nChanged 86
		SP:Iteration 17Q (150535.690000 sec): 3 clusters
  Score: Raw -634307.963419 + Penalty 2906.936432 = -631401.026987
  nChanged 74
		SP:Iteration 18Q (150535.930000 sec): 3 clusters
  Score: Raw -634344.282683 + Penalty 2906.936432 = -631437.346251
  nChanged 60
		SP:Iteration 19Q (150536.130000 sec): 3 clusters
  Score: Raw -634373.568034 + Penalty 2906.936432 = -631466.631601
  nChanged 60
		SP:Iteration 20F (150536.330000 sec): 3 clusters
  Score: Raw -634401.898768 + Penalty 2906.936432 = -631494.962336
  nChanged 64
		SP:Iteration 21Q (150536.530000 sec): 3 clusters
  Score: Raw -634436.430362 + Penalty 2906.936432 = -631529.493930
  nChanged 61
		SP:Iteration 22Q (150536.730000 sec): 3 clusters
  Score: Raw -634475.220379 + Penalty 2906.936432 = -631568.283947
  nChanged 64
		SP:Iteration 23Q (150536.930000 sec): 3 clusters
  Score: Raw -634511.317641 + Penalty 2906.936432 = -631604.381209
  nChanged 55
		SP:Iteration 24Q (150537.130000 sec): 3 clusters
  Score: Raw -634546.537267 + Penalty 2906.936432 = -631639.600835
  nChanged 54
		SP:Iteration 25Q (150537.330000 sec): 3 clusters
  Score: Raw -634578.081757 + Penalty 2906.936432 = -631671.145325
  nChanged 51
		SP:Iteration 26Q (150537.530000 sec): 3 clusters
  Score: Raw -634606.187029 + Penalty 2906.936432 = -631699.250597
  nChanged 39
		SP:Iteration 27Q (150537.730000 sec): 3 clusters
  Score: Raw -634626.249167 + Penalty 2906.936432 = -631719.312735
  nChanged 34
		SP:Iteration 28Q (150537.930000 sec): 3 clusters
  Score: Raw -634643.096734 + Penalty 2906.936432 = -631736.160302
  nChanged 33
		SP:Iteration 29Q (150538.120000 sec): 3 clusters
  Score: Raw -634655.419140 + Penalty 2906.936432 = -631748.482708
  nChanged 24
		SP:Iteration 30Q (150538.330000 sec): 3 clusters
  Score: Raw -634665.576156 + Penalty 2906.936432 = -631758.639724
  nChanged 27
		SP:Iteration 31Q (150538.520000 sec): 3 clusters
  Score: Raw -634677.858580 + Penalty 2906.936432 = -631770.922148
  nChanged 19
		SP:Iteration 32Q (150538.720000 sec): 3 clusters
  Score: Raw -634686.877655 + Penalty 2906.936432 = -631779.941223
  nChanged 22
		SP:Iteration 33Q (150538.920000 sec): 3 clusters
  Score: Raw -634696.519118 + Penalty 2906.936432 = -631789.582686
  nChanged 20
		SP:Iteration 34Q (150539.110000 sec): 3 clusters
  Score: Raw -634705.481234 + Penalty 2906.936432 = -631798.544801
  nChanged 20
		SP:Iteration 35Q (150539.230000 sec): 3 clusters
  Score: Raw -634710.320163 + Penalty 2906.936432 = -631803.383731
  nChanged 17
		SP:Iteration 36Q (150539.350000 sec): 3 clusters
  Score: Raw -634716.068034 + Penalty 2906.936432 = -631809.131602
  nChanged 10
		SP:Iteration 37Q (150539.550000 sec): 3 clusters
  Score: Raw -634718.577595 + Penalty 2906.936432 = -631811.641163
  nChanged 8
		SP:Iteration 38Q (150539.750000 sec): 3 clusters
  Score: Raw -634720.415613 + Penalty 2906.936432 = -631813.479181
  nChanged 8
		SP:Iteration 39Q (150539.950000 sec): 3 clusters
  Score: Raw -634721.720026 + Penalty 2906.936432 = -631814.783594
  nChanged 5
		SP:Iteration 40F (150540.150000 sec): 3 clusters
  Score: Raw -634723.170340 + Penalty 2906.936432 = -631816.233908
  nChanged 7
		SP:Iteration 41Q (150540.350000 sec): 3 clusters
  Score: Raw -634724.899683 + Penalty 2906.936432 = -631817.963251
  nChanged 11
		SP:Iteration 42Q (150540.550000 sec): 3 clusters
  Score: Raw -634726.813724 + Penalty 2906.936432 = -631819.877292
  nChanged 6
		SP:Iteration 43Q (150540.750000 sec): 3 clusters
  Score: Raw -634727.700342 + Penalty 2906.936432 = -631820.763910
  nChanged 4
		SP:Iteration 44Q (150540.940000 sec): 3 clusters
  Score: Raw -634728.566231 + Penalty 2906.936432 = -631821.629799
  nChanged 2
		SP:Iteration 45Q (150541.060000 sec): 3 clusters
  Score: Raw -634729.058179 + Penalty 2906.936432 = -631822.121746
  nChanged 3
		SP:Iteration 46Q (150541.170000 sec): 3 clusters
  Score: Raw -634730.521846 + Penalty 2906.936432 = -631823.585414
  nChanged 7
		SP:Iteration 47Q (150541.290000 sec): 3 clusters
  Score: Raw -634733.563022 + Penalty 2906.936432 = -631826.626590
  nChanged 8
		SP:Iteration 48Q (150541.410000 sec): 3 clusters
  Score: Raw -634736.470754 + Penalty 2906.936432 = -631829.534321
  nChanged 4
		SP:Iteration 49Q (150541.520000 sec): 3 clusters
  Score: Raw -634737.830926 + Penalty 2906.936432 = -631830.894494
  nChanged 3
		SP:Iteration 50Q (150541.640000 sec): 3 clusters
  Score: Raw -634738.434190 + Penalty 2906.936432 = -631831.497758
  nChanged 2
		SP:Iteration 51Q (150541.840000 sec): 3 clusters
  Score: Raw -634739.449025 + Penalty 2906.936432 = -631832.512592
  nChanged 3
		SP:Iteration 52Q (150542.040000 sec): 3 clusters
  Score: Raw -634741.161262 + Penalty 2906.936432 = -631834.224830
  nChanged 6
		SP:Iteration 53Q (150542.250000 sec): 3 clusters
  Score: Raw -634743.083862 + Penalty 2906.936432 = -631836.147430
  nChanged 7
		SP:Iteration 54Q (150542.450000 sec): 3 clusters
  Score: Raw -634744.509915 + Penalty 2906.936432 = -631837.573483
  nChanged 7
		SP:Iteration 55Q (150542.650000 sec): 3 clusters
  Score: Raw -634746.244098 + Penalty 2906.936432 = -631839.307666
  nChanged 5
		SP:Iteration 56Q (150542.850000 sec): 3 clusters
  Score: Raw -634747.419968 + Penalty 2906.936432 = -631840.483536
  nChanged 4
		SP:Iteration 57Q (150543.050000 sec): 3 clusters
  Score: Raw -634748.288385 + Penalty 2906.936432 = -631841.351953
  nChanged 1
		SP:Iteration 58Q (150543.250000 sec): 3 clusters
  Score: Raw -634748.421958 + Penalty 2906.936432 = -631841.485525
  nChanged 0
		SP:Iteration 59F (150543.450000 sec): 3 clusters
  Score: Raw -634748.421958 + Penalty 2906.936432 = -631841.485525
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (2160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150543.550000 sec): 2 clusters
  Score: Raw -200233.307660 + Penalty 1247.652819 = -198985.654841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150543.720000 sec): 3 clusters
  Score: Raw -199278.531186 + Penalty 2495.305638 = -196783.225549
  nChanged 791
		SP:Iteration 1F (150543.900000 sec): 3 clusters
  Score: Raw -199736.069348 + Penalty 2495.305638 = -197240.763710
  nChanged 171
		SP:Iteration 2F (150544.080000 sec): 3 clusters
  Score: Raw -199865.030829 + Penalty 2495.305638 = -197369.725192
  nChanged 137
		SP:Iteration 3F (150544.250000 sec): 3 clusters
  Score: Raw -199961.580341 + Penalty 2495.305638 = -197466.274703
  nChanged 111
		SP:Iteration 4F (150544.430000 sec): 3 clusters
  Score: Raw -200064.506445 + Penalty 2495.305638 = -197569.200807
  nChanged 109
		SP:Iteration 5F (150544.600000 sec): 3 clusters
  Score: Raw -200169.011661 + Penalty 2495.305638 = -197673.706023
  nChanged 99
		SP:Iteration 6Q (150544.780000 sec): 3 clusters
  Score: Raw -200263.391103 + Penalty 2495.305638 = -197768.085466
  nChanged 86
		SP:Iteration 7Q (150544.960000 sec): 3 clusters
  Score: Raw -200340.512619 + Penalty 2495.305638 = -197845.206981
  nChanged 75
		SP:Iteration 8Q (150545.130000 sec): 3 clusters
  Score: Raw -200409.329867 + Penalty 2495.305638 = -197914.024229
  nChanged 64
		SP:Iteration 9Q (150545.310000 sec): 3 clusters
  Score: Raw -200463.967225 + Penalty 2495.305638 = -197968.661587
  nChanged 52
		SP:Iteration 10Q (150545.480000 sec): 3 clusters
  Score: Raw -200498.198957 + Penalty 2495.305638 = -198002.893319
  nChanged 38
		SP:Iteration 11Q (150545.660000 sec): 3 clusters
  Score: Raw -200525.550587 + Penalty 2495.305638 = -198030.244949
  nChanged 28
		SP:Iteration 12Q (150545.840000 sec): 3 clusters
  Score: Raw -200546.736243 + Penalty 2495.305638 = -198051.430606
  nChanged 19
		SP:Iteration 13Q (150546.010000 sec): 3 clusters
  Score: Raw -200558.699940 + Penalty 2495.305638 = -198063.394303
  nChanged 15
		SP:Iteration 14Q (150546.180000 sec): 3 clusters
  Score: Raw -200572.750879 + Penalty 2495.305638 = -198077.445242
  nChanged 15
		SP:Iteration 15Q (150546.360000 sec): 3 clusters
  Score: Raw -200584.358254 + Penalty 2495.305638 = -198089.052616
  nChanged 14
		SP:Iteration 16Q (150546.540000 sec): 3 clusters
  Score: Raw -200593.456218 + Penalty 2495.305638 = -198098.150580
  nChanged 16
		SP:Iteration 17Q (150546.710000 sec): 3 clusters
  Score: Raw -200603.399793 + Penalty 2495.305638 = -198108.094156
  nChanged 13
		SP:Iteration 18Q (150546.890000 sec): 3 clusters
  Score: Raw -200613.723297 + Penalty 2495.305638 = -198118.417660
  nChanged 13
		SP:Iteration 19Q (150547.060000 sec): 3 clusters
  Score: Raw -200623.195956 + Penalty 2495.305638 = -198127.890318
  nChanged 18
		SP:Iteration 20F (150547.260000 sec): 3 clusters
  Score: Raw -200639.800898 + Penalty 2495.305638 = -198144.495260
  nChanged 17
		SP:Iteration 21Q (150547.420000 sec): 3 clusters
  Score: Raw -200654.237720 + Penalty 2495.305638 = -198158.932083
  nChanged 16
		SP:Iteration 22Q (150547.590000 sec): 3 clusters
  Score: Raw -200664.037711 + Penalty 2495.305638 = -198168.732073
  nChanged 10
		SP:Iteration 23Q (150547.770000 sec): 3 clusters
  Score: Raw -200672.364703 + Penalty 2495.305638 = -198177.059066
  nChanged 13
		SP:Iteration 24Q (150547.940000 sec): 3 clusters
  Score: Raw -200685.167352 + Penalty 2495.305638 = -198189.861714
  nChanged 15
		SP:Iteration 25Q (150548.120000 sec): 3 clusters
  Score: Raw -200699.023865 + Penalty 2495.305638 = -198203.718228
  nChanged 12
		SP:Iteration 26Q (150548.300000 sec): 3 clusters
  Score: Raw -200705.755368 + Penalty 2495.305638 = -198210.449730
  nChanged 5
		SP:Iteration 27Q (150548.470000 sec): 3 clusters
  Score: Raw -200707.971337 + Penalty 2495.305638 = -198212.665699
  nChanged 0
		SP:Iteration 28F (150548.650000 sec): 3 clusters
  Score: Raw -200707.971337 + Penalty 2495.305638 = -198212.665699
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (4599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150548.730000 sec): 2 clusters
  Score: Raw -451041.037414 + Penalty 1370.459052 = -449670.578362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150548.900000 sec): 3 clusters
  Score: Raw -448709.380958 + Penalty 2740.918104 = -445968.462854
  nChanged 1871
		SP:Iteration 1F (150549.080000 sec): 3 clusters
  Score: Raw -449735.334890 + Penalty 2740.918104 = -446994.416786
  nChanged 350
		SP:Iteration 2F (150549.260000 sec): 3 clusters
  Score: Raw -449951.627241 + Penalty 2740.918104 = -447210.709136
  nChanged 288
		SP:Iteration 3F (150549.430000 sec): 3 clusters
  Score: Raw -450151.657802 + Penalty 2740.918104 = -447410.739698
  nChanged 300
		SP:Iteration 4F (150549.610000 sec): 3 clusters
  Score: Raw -450376.532512 + Penalty 2740.918104 = -447635.614408
  nChanged 271
		SP:Iteration 5F (150549.780000 sec): 3 clusters
  Score: Raw -450558.189040 + Penalty 2740.918104 = -447817.270935
  nChanged 218
		SP:Iteration 6Q (150549.960000 sec): 3 clusters
  Score: Raw -450697.385753 + Penalty 2740.918104 = -447956.467648
  nChanged 180
		SP:Iteration 7Q (150550.140000 sec): 3 clusters
  Score: Raw -450805.156466 + Penalty 2740.918104 = -448064.238362
  nChanged 152
		SP:Iteration 8Q (150550.310000 sec): 3 clusters
  Score: Raw -450881.569345 + Penalty 2740.918104 = -448140.651240
  nChanged 118
		SP:Iteration 9Q (150550.490000 sec): 3 clusters
  Score: Raw -450940.014764 + Penalty 2740.918104 = -448199.096659
  nChanged 87
		SP:Iteration 10Q (150550.660000 sec): 3 clusters
  Score: Raw -450984.608746 + Penalty 2740.918104 = -448243.690641
  nChanged 80
		SP:Iteration 11Q (150550.840000 sec): 3 clusters
  Score: Raw -451024.968020 + Penalty 2740.918104 = -448284.049915
  nChanged 67
		SP:Iteration 12Q (150551.010000 sec): 3 clusters
  Score: Raw -451053.742486 + Penalty 2740.918104 = -448312.824381
  nChanged 59
		SP:Iteration 13Q (150551.190000 sec): 3 clusters
  Score: Raw -451080.655952 + Penalty 2740.918104 = -448339.737847
  nChanged 52
		SP:Iteration 14Q (150551.360000 sec): 3 clusters
  Score: Raw -451108.190887 + Penalty 2740.918104 = -448367.272782
  nChanged 47
		SP:Iteration 15Q (150551.540000 sec): 3 clusters
  Score: Raw -451128.992855 + Penalty 2740.918104 = -448388.074750
  nChanged 56
		SP:Iteration 16Q (150551.720000 sec): 3 clusters
  Score: Raw -451156.753017 + Penalty 2740.918104 = -448415.834913
  nChanged 56
		SP:Iteration 17Q (150551.890000 sec): 3 clusters
  Score: Raw -451184.512629 + Penalty 2740.918104 = -448443.594525
  nChanged 46
		SP:Iteration 18Q (150552.070000 sec): 3 clusters
  Score: Raw -451203.216507 + Penalty 2740.918104 = -448462.298402
  nChanged 41
		SP:Iteration 19Q (150552.240000 sec): 3 clusters
  Score: Raw -451224.675466 + Penalty 2740.918104 = -448483.757362
  nChanged 38
		SP:Iteration 20F (150552.420000 sec): 3 clusters
  Score: Raw -451247.783236 + Penalty 2740.918104 = -448506.865131
  nChanged 46
		SP:Iteration 21Q (150552.600000 sec): 3 clusters
  Score: Raw -451269.634377 + Penalty 2740.918104 = -448528.716273
  nChanged 37
		SP:Iteration 22Q (150552.770000 sec): 3 clusters
  Score: Raw -451288.662320 + Penalty 2740.918104 = -448547.744216
  nChanged 37
		SP:Iteration 23Q (150552.990000 sec): 3 clusters
  Score: Raw -451307.692157 + Penalty 2740.918104 = -448566.774052
  nChanged 36
		SP:Iteration 24Q (150553.130000 sec): 3 clusters
  Score: Raw -451328.303897 + Penalty 2740.918104 = -448587.385792
  nChanged 45
		SP:Iteration 25Q (150553.360000 sec): 3 clusters
  Score: Raw -451348.807015 + Penalty 2740.918104 = -448607.888910
  nChanged 44
		SP:Iteration 26Q (150553.510000 sec): 3 clusters
  Score: Raw -451364.891978 + Penalty 2740.918104 = -448623.973874
  nChanged 33
		SP:Iteration 27Q (150553.680000 sec): 3 clusters
  Score: Raw -451377.118753 + Penalty 2740.918104 = -448636.200648
  nChanged 36
		SP:Iteration 28Q (150553.860000 sec): 3 clusters
  Score: Raw -451388.907758 + Penalty 2740.918104 = -448647.989653
  nChanged 33
		SP:Iteration 29Q (150554.060000 sec): 3 clusters
  Score: Raw -451399.889724 + Penalty 2740.918104 = -448658.971620
  nChanged 40
		SP:Iteration 30Q (150554.250000 sec): 3 clusters
  Score: Raw -451413.314943 + Penalty 2740.918104 = -448672.396838
  nChanged 38
		SP:Iteration 31Q (150554.430000 sec): 3 clusters
  Score: Raw -451429.541393 + Penalty 2740.918104 = -448688.623289
  nChanged 37
		SP:Iteration 32Q (150554.610000 sec): 3 clusters
  Score: Raw -451442.461800 + Penalty 2740.918104 = -448701.543695
  nChanged 32
		SP:Iteration 33Q (150554.780000 sec): 3 clusters
  Score: Raw -451453.910266 + Penalty 2740.918104 = -448712.992161
  nChanged 37
		SP:Iteration 34Q (150554.960000 sec): 3 clusters
  Score: Raw -451467.253682 + Penalty 2740.918104 = -448726.335578
  nChanged 31
		SP:Iteration 35Q (150555.130000 sec): 3 clusters
  Score: Raw -451478.789591 + Penalty 2740.918104 = -448737.871487
  nChanged 31
		SP:Iteration 36Q (150555.310000 sec): 3 clusters
  Score: Raw -451488.356864 + Penalty 2740.918104 = -448747.438759
  nChanged 28
		SP:Iteration 37Q (150555.490000 sec): 3 clusters
  Score: Raw -451498.609122 + Penalty 2740.918104 = -448757.691017
  nChanged 28
		SP:Iteration 38Q (150555.660000 sec): 3 clusters
  Score: Raw -451507.914184 + Penalty 2740.918104 = -448766.996079
  nChanged 21
		SP:Iteration 39Q (150555.840000 sec): 3 clusters
  Score: Raw -451513.231850 + Penalty 2740.918104 = -448772.313745
  nChanged 23
		SP:Iteration 40F (150556.010000 sec): 3 clusters
  Score: Raw -451520.038386 + Penalty 2740.918104 = -448779.120281
  nChanged 28
		SP:Iteration 41Q (150556.190000 sec): 3 clusters
  Score: Raw -451529.616425 + Penalty 2740.918104 = -448788.698320
  nChanged 24
		SP:Iteration 42Q (150556.350000 sec): 3 clusters
  Score: Raw -451537.373769 + Penalty 2740.918104 = -448796.455665
  nChanged 26
		SP:Iteration 43Q (150556.540000 sec): 3 clusters
  Score: Raw -451545.134818 + Penalty 2740.918104 = -448804.216714
  nChanged 18
		SP:Iteration 44Q (150556.710000 sec): 3 clusters
  Score: Raw -451550.948065 + Penalty 2740.918104 = -448810.029961
  nChanged 20
		SP:Iteration 45Q (150556.870000 sec): 3 clusters
  Score: Raw -451554.975546 + Penalty 2740.918104 = -448814.057442
  nChanged 16
		SP:Iteration 46Q (150556.950000 sec): 3 clusters
  Score: Raw -451558.905184 + Penalty 2740.918104 = -448817.987080
  nChanged 11
		SP:Iteration 47Q (150557.040000 sec): 3 clusters
  Score: Raw -451562.875633 + Penalty 2740.918104 = -448821.957529
  nChanged 18
		SP:Iteration 48Q (150557.120000 sec): 3 clusters
  Score: Raw -451570.046801 + Penalty 2740.918104 = -448829.128697
  nChanged 29
		SP:Iteration 49Q (150557.200000 sec): 3 clusters
  Score: Raw -451579.414867 + Penalty 2740.918104 = -448838.496763
  nChanged 32
		SP:Iteration 50Q (150557.280000 sec): 3 clusters
  Score: Raw -451591.899519 + Penalty 2740.918104 = -448850.981414
  nChanged 31
		SP:Iteration 51Q (150557.370000 sec): 3 clusters
  Score: Raw -451600.185107 + Penalty 2740.918104 = -448859.267003
  nChanged 23
		SP:Iteration 52Q (150557.450000 sec): 3 clusters
  Score: Raw -451607.265794 + Penalty 2740.918104 = -448866.347690
  nChanged 21
		SP:Iteration 53Q (150557.530000 sec): 3 clusters
  Score: Raw -451614.021142 + Penalty 2740.918104 = -448873.103037
  nChanged 23
		SP:Iteration 54Q (150557.610000 sec): 3 clusters
  Score: Raw -451621.347814 + Penalty 2740.918104 = -448880.429709
  nChanged 16
		SP:Iteration 55Q (150557.700000 sec): 3 clusters
  Score: Raw -451626.824148 + Penalty 2740.918104 = -448885.906043
  nChanged 19
		SP:Iteration 56Q (150557.780000 sec): 3 clusters
  Score: Raw -451632.074222 + Penalty 2740.918104 = -448891.156117
  nChanged 18
		SP:Iteration 57Q (150557.860000 sec): 3 clusters
  Score: Raw -451638.420409 + Penalty 2740.918104 = -448897.502305
  nChanged 25
		SP:Iteration 58Q (150557.940000 sec): 3 clusters
  Score: Raw -451646.601401 + Penalty 2740.918104 = -448905.683297
  nChanged 16
		SP:Iteration 59Q (150558.030000 sec): 3 clusters
  Score: Raw -451652.557969 + Penalty 2740.918104 = -448911.639865
  nChanged 21
		SP:Iteration 60F (150558.110000 sec): 3 clusters
  Score: Raw -451658.639380 + Penalty 2740.918104 = -448917.721275
  nChanged 19
		SP:Iteration 61Q (150558.190000 sec): 3 clusters
  Score: Raw -451664.485092 + Penalty 2740.918104 = -448923.566987
  nChanged 17
		SP:Iteration 62Q (150558.270000 sec): 3 clusters
  Score: Raw -451668.466870 + Penalty 2740.918104 = -448927.548766
  nChanged 20
		SP:Iteration 63Q (150558.350000 sec): 3 clusters
  Score: Raw -451674.035617 + Penalty 2740.918104 = -448933.117513
  nChanged 17
		SP:Iteration 64Q (150558.430000 sec): 3 clusters
  Score: Raw -451680.157223 + Penalty 2740.918104 = -448939.239119
  nChanged 20
		SP:Iteration 65Q (150558.520000 sec): 3 clusters
  Score: Raw -451686.218285 + Penalty 2740.918104 = -448945.300180
  nChanged 21
		SP:Iteration 66Q (150558.600000 sec): 3 clusters
  Score: Raw -451691.949951 + Penalty 2740.918104 = -448951.031846
  nChanged 18
		SP:Iteration 67Q (150558.680000 sec): 3 clusters
  Score: Raw -451695.969122 + Penalty 2740.918104 = -448955.051017
  nChanged 16
		SP:Iteration 68Q (150558.760000 sec): 3 clusters
  Score: Raw -451700.039057 + Penalty 2740.918104 = -448959.120953
  nChanged 14
		SP:Iteration 69Q (150558.850000 sec): 3 clusters
  Score: Raw -451704.075657 + Penalty 2740.918104 = -448963.157553
  nChanged 10
		SP:Iteration 70Q (150558.930000 sec): 3 clusters
  Score: Raw -451706.635301 + Penalty 2740.918104 = -448965.717196
  nChanged 14
		SP:Iteration 71Q (150559.030000 sec): 3 clusters
  Score: Raw -451709.984350 + Penalty 2740.918104 = -448969.066246
  nChanged 11
		SP:Iteration 72Q (150559.210000 sec): 3 clusters
  Score: Raw -451712.777217 + Penalty 2740.918104 = -448971.859113
  nChanged 10
		SP:Iteration 73Q (150559.390000 sec): 3 clusters
  Score: Raw -451715.492886 + Penalty 2740.918104 = -448974.574782
  nChanged 7
		SP:Iteration 74Q (150559.560000 sec): 3 clusters
  Score: Raw -451717.357208 + Penalty 2740.918104 = -448976.439104
  nChanged 8
		SP:Iteration 75Q (150559.740000 sec): 3 clusters
  Score: Raw -451719.743112 + Penalty 2740.918104 = -448978.825008
  nChanged 14
		SP:Iteration 76Q (150559.910000 sec): 3 clusters
  Score: Raw -451723.239918 + Penalty 2740.918104 = -448982.321814
  nChanged 13
		SP:Iteration 77Q (150560.090000 sec): 3 clusters
  Score: Raw -451726.713783 + Penalty 2740.918104 = -448985.795679
  nChanged 9
		SP:Iteration 78Q (150560.270000 sec): 3 clusters
  Score: Raw -451729.979567 + Penalty 2740.918104 = -448989.061463
  nChanged 17
		SP:Iteration 79Q (150560.440000 sec): 3 clusters
  Score: Raw -451736.565413 + Penalty 2740.918104 = -448995.647309
  nChanged 20
		SP:Iteration 80F (150560.610000 sec): 3 clusters
  Score: Raw -451744.105209 + Penalty 2740.918104 = -449003.187105
  nChanged 18
		SP:Iteration 81Q (150560.790000 sec): 3 clusters
  Score: Raw -451750.614260 + Penalty 2740.918104 = -449009.696155
  nChanged 20
		SP:Iteration 82Q (150560.970000 sec): 3 clusters
  Score: Raw -451758.005605 + Penalty 2740.918104 = -449017.087501
  nChanged 21
		SP:Iteration 83Q (150561.120000 sec): 3 clusters
  Score: Raw -451766.073005 + Penalty 2740.918104 = -449025.154900
  nChanged 11
		SP:Iteration 84Q (150561.210000 sec): 3 clusters
  Score: Raw -451769.178266 + Penalty 2740.918104 = -449028.260162
  nChanged 15
		SP:Iteration 85Q (150561.290000 sec): 3 clusters
  Score: Raw -451774.088416 + Penalty 2740.918104 = -449033.170312
  nChanged 15
		SP:Iteration 86Q (150561.370000 sec): 3 clusters
  Score: Raw -451778.763865 + Penalty 2740.918104 = -449037.845761
  nChanged 9
		SP:Iteration 87Q (150561.450000 sec): 3 clusters
  Score: Raw -451781.384415 + Penalty 2740.918104 = -449040.466311
  nChanged 13
		SP:Iteration 88Q (150561.530000 sec): 3 clusters
  Score: Raw -451785.554281 + Penalty 2740.918104 = -449044.636176
  nChanged 9
		SP:Iteration 89Q (150561.610000 sec): 3 clusters
  Score: Raw -451789.578249 + Penalty 2740.918104 = -449048.660145
  nChanged 14
		SP:Iteration 90Q (150561.700000 sec): 3 clusters
  Score: Raw -451794.895751 + Penalty 2740.918104 = -449053.977646
  nChanged 15
		SP:Iteration 91Q (150561.780000 sec): 3 clusters
  Score: Raw -451799.645138 + Penalty 2740.918104 = -449058.727033
  nChanged 17
		SP:Iteration 92Q (150561.930000 sec): 3 clusters
  Score: Raw -451805.705568 + Penalty 2740.918104 = -449064.787464
  nChanged 14
		SP:Iteration 93Q (150562.010000 sec): 3 clusters
  Score: Raw -451811.130267 + Penalty 2740.918104 = -449070.212162
  nChanged 19
		SP:Iteration 94Q (150562.090000 sec): 3 clusters
  Score: Raw -451818.089166 + Penalty 2740.918104 = -449077.171062
  nChanged 20
		SP:Iteration 95Q (150562.170000 sec): 3 clusters
  Score: Raw -451825.307031 + Penalty 2740.918104 = -449084.388927
  nChanged 12
		SP:Iteration 96Q (150562.260000 sec): 3 clusters
  Score: Raw -451828.621137 + Penalty 2740.918104 = -449087.703032
  nChanged 11
		SP:Iteration 97Q (150562.340000 sec): 3 clusters
  Score: Raw -451831.537193 + Penalty 2740.918104 = -449090.619088
  nChanged 8
		SP:Iteration 98Q (150562.420000 sec): 3 clusters
  Score: Raw -451834.255641 + Penalty 2740.918104 = -449093.337537
  nChanged 14
		SP:Iteration 99Q (150562.500000 sec): 3 clusters
  Score: Raw -451838.019548 + Penalty 2740.918104 = -449097.101443
  nChanged 8
		SP:Iteration 100F (150562.590000 sec): 3 clusters
  Score: Raw -451841.653923 + Penalty 2740.918104 = -449100.735819
  nChanged 15
		SP:Iteration 101Q (150562.670000 sec): 3 clusters
  Score: Raw -451849.841048 + Penalty 2740.918104 = -449108.922944
  nChanged 22
		SP:Iteration 102Q (150562.750000 sec): 3 clusters
  Score: Raw -451858.656942 + Penalty 2740.918104 = -449117.738837
  nChanged 20
		SP:Iteration 103Q (150562.830000 sec): 3 clusters
  Score: Raw -451865.263624 + Penalty 2740.918104 = -449124.345519
  nChanged 17
		SP:Iteration 104Q (150562.910000 sec): 3 clusters
  Score: Raw -451870.739900 + Penalty 2740.918104 = -449129.821795
  nChanged 11
		SP:Iteration 105Q (150563.000000 sec): 3 clusters
  Score: Raw -451873.953244 + Penalty 2740.918104 = -449133.035140
  nChanged 7
		SP:Iteration 106Q (150563.080000 sec): 3 clusters
  Score: Raw -451875.588119 + Penalty 2740.918104 = -449134.670015
  nChanged 4
		SP:Iteration 107Q (150563.160000 sec): 3 clusters
  Score: Raw -451876.570340 + Penalty 2740.918104 = -449135.652235
  nChanged 1
		SP:Iteration 108Q (150563.240000 sec): 3 clusters
  Score: Raw -451876.821448 + Penalty 2740.918104 = -449135.903344
  nChanged 2
		SP:Iteration 109Q (150563.460000 sec): 3 clusters
  Score: Raw -451877.267932 + Penalty 2740.918104 = -449136.349828
  nChanged 0
		SP:Iteration 110F (150563.640000 sec): 3 clusters
  Score: Raw -451877.267932 + Penalty 2740.918104 = -449136.349828
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150563.720000 sec): 2 clusters
  Score: Raw -74047.324167 + Penalty 1114.516818 = -72932.807349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150563.890000 sec): 3 clusters
  Score: Raw -73787.639909 + Penalty 2229.033636 = -71558.606273
  nChanged 274
		SP:Iteration 1F (150564.070000 sec): 3 clusters
  Score: Raw -74094.600239 + Penalty 2229.033636 = -71865.566603
  nChanged 88
		SP:Iteration 2F (150564.250000 sec): 3 clusters
  Score: Raw -74222.613616 + Penalty 2229.033636 = -71993.579980
  nChanged 50
		SP:Iteration 3F (150564.420000 sec): 3 clusters
  Score: Raw -74313.452908 + Penalty 2229.033636 = -72084.419271
  nChanged 36
		SP:Iteration 4Q (150564.600000 sec): 3 clusters
  Score: Raw -74361.740111 + Penalty 2229.033636 = -72132.706474
  nChanged 22
		SP:Iteration 5Q (150564.770000 sec): 3 clusters
  Score: Raw -74399.202149 + Penalty 2229.033636 = -72170.168513
  nChanged 35
		SP:Iteration 6Q (150564.950000 sec): 3 clusters
  Score: Raw -74439.133547 + Penalty 2229.033636 = -72210.099911
  nChanged 36
		SP:Iteration 7Q (150565.130000 sec): 3 clusters
  Score: Raw -74496.080069 + Penalty 2229.033636 = -72267.046432
  nChanged 33
		SP:Iteration 8Q (150565.300000 sec): 3 clusters
  Score: Raw -74541.917893 + Penalty 2229.033636 = -72312.884257
  nChanged 37
		SP:Iteration 9Q (150565.480000 sec): 3 clusters
  Score: Raw -74599.145500 + Penalty 2229.033636 = -72370.111863
  nChanged 38
		SP:Iteration 10Q (150565.650000 sec): 3 clusters
  Score: Raw -74681.913769 + Penalty 2229.033636 = -72452.880132
  nChanged 31
		SP:Iteration 11Q (150565.830000 sec): 3 clusters
  Score: Raw -74746.970624 + Penalty 2229.033636 = -72517.936987
  nChanged 25
		SP:Iteration 12Q (150566.010000 sec): 3 clusters
  Score: Raw -74790.864703 + Penalty 2229.033636 = -72561.831066
  nChanged 9
		SP:Iteration 13Q (150566.180000 sec): 3 clusters
  Score: Raw -74817.934562 + Penalty 2229.033636 = -72588.900926
  nChanged 14
		SP:Iteration 14Q (150566.360000 sec): 3 clusters
  Score: Raw -74857.158465 + Penalty 2229.033636 = -72628.124829
  nChanged 13
		SP:Iteration 15Q (150566.530000 sec): 3 clusters
  Score: Raw -74899.677886 + Penalty 2229.033636 = -72670.644250
  nChanged 12
		SP:Iteration 16Q (150566.710000 sec): 3 clusters
  Score: Raw -74926.725855 + Penalty 2229.033636 = -72697.692218
  nChanged 12
		SP:Iteration 17Q (150566.890000 sec): 3 clusters
  Score: Raw -74947.975583 + Penalty 2229.033636 = -72718.941947
  nChanged 8
		SP:Iteration 18Q (150567.060000 sec): 3 clusters
  Score: Raw -74958.767093 + Penalty 2229.033636 = -72729.733457
  nChanged 2
		SP:Iteration 19Q (150567.240000 sec): 3 clusters
  Score: Raw -74963.223123 + Penalty 2229.033636 = -72734.189487
  nChanged 1
		SP:Iteration 20F (150567.410000 sec): 3 clusters
  Score: Raw -74965.693240 + Penalty 2229.033636 = -72736.659604
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150567.520000 sec): 2 clusters
  Score: Raw -239305.622501 + Penalty 1314.291478 = -237991.331024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150567.690000 sec): 3 clusters
  Score: Raw -237759.729401 + Penalty 2628.582955 = -235131.146446
  nChanged 1242
		SP:Iteration 1F (150567.870000 sec): 3 clusters
  Score: Raw -238666.579058 + Penalty 2628.582955 = -236037.996103
  nChanged 318
		SP:Iteration 2F (150568.050000 sec): 3 clusters
  Score: Raw -239013.478484 + Penalty 2628.582955 = -236384.895529
  nChanged 262
		SP:Iteration 3F (150568.220000 sec): 3 clusters
  Score: Raw -239267.316172 + Penalty 2628.582955 = -236638.733217
  nChanged 195
		SP:Iteration 4F (150568.400000 sec): 3 clusters
  Score: Raw -239435.985333 + Penalty 2628.582955 = -236807.402378
  nChanged 140
		SP:Iteration 5Q (150568.570000 sec): 3 clusters
  Score: Raw -239545.890274 + Penalty 2628.582955 = -236917.307319
  nChanged 104
		SP:Iteration 6Q (150568.750000 sec): 3 clusters
  Score: Raw -239617.319639 + Penalty 2628.582955 = -236988.736684
  nChanged 72
		SP:Iteration 7Q (150568.930000 sec): 3 clusters
  Score: Raw -239659.976731 + Penalty 2628.582955 = -237031.393776
  nChanged 68
		SP:Iteration 8Q (150569.100000 sec): 3 clusters
  Score: Raw -239714.411940 + Penalty 2628.582955 = -237085.828984
  nChanged 63
		SP:Iteration 9Q (150569.280000 sec): 3 clusters
  Score: Raw -239753.775475 + Penalty 2628.582955 = -237125.192519
  nChanged 50
		SP:Iteration 10Q (150569.450000 sec): 3 clusters
  Score: Raw -239784.285303 + Penalty 2628.582955 = -237155.702348
  nChanged 38
		SP:Iteration 11Q (150569.630000 sec): 3 clusters
  Score: Raw -239806.941375 + Penalty 2628.582955 = -237178.358419
  nChanged 38
		SP:Iteration 12Q (150569.800000 sec): 3 clusters
  Score: Raw -239824.030590 + Penalty 2628.582955 = -237195.447635
  nChanged 33
		SP:Iteration 13Q (150569.980000 sec): 3 clusters
  Score: Raw -239838.848885 + Penalty 2628.582955 = -237210.265930
  nChanged 25
		SP:Iteration 14Q (150570.130000 sec): 3 clusters
  Score: Raw -239847.965427 + Penalty 2628.582955 = -237219.382471
  nChanged 24
		SP:Iteration 15Q (150570.290000 sec): 3 clusters
  Score: Raw -239857.549506 + Penalty 2628.582955 = -237228.966550
  nChanged 18
		SP:Iteration 16Q (150570.460000 sec): 3 clusters
  Score: Raw -239864.500769 + Penalty 2628.582955 = -237235.917814
  nChanged 23
		SP:Iteration 17Q (150570.640000 sec): 3 clusters
  Score: Raw -239872.591055 + Penalty 2628.582955 = -237244.008100
  nChanged 17
		SP:Iteration 18Q (150570.810000 sec): 3 clusters
  Score: Raw -239877.539068 + Penalty 2628.582955 = -237248.956113
  nChanged 7
		SP:Iteration 19Q (150570.990000 sec): 3 clusters
  Score: Raw -239880.698436 + Penalty 2628.582955 = -237252.115480
  nChanged 8
		SP:Iteration 20F (150571.170000 sec): 3 clusters
  Score: Raw -239882.974200 + Penalty 2628.582955 = -237254.391245
  nChanged 5
		SP:Iteration 21Q (150571.340000 sec): 3 clusters
  Score: Raw -239884.154985 + Penalty 2628.582955 = -237255.572029
  nChanged 7
		SP:Iteration 22Q (150571.520000 sec): 3 clusters
  Score: Raw -239886.035182 + Penalty 2628.582955 = -237257.452226
  nChanged 5
		SP:Iteration 23Q (150571.690000 sec): 3 clusters
  Score: Raw -239888.225304 + Penalty 2628.582955 = -237259.642348
  nChanged 1
		SP:Iteration 24Q (150571.870000 sec): 3 clusters
  Score: Raw -239888.453819 + Penalty 2628.582955 = -237259.870864
  nChanged 0
		SP:Iteration 25F (150572.050000 sec): 3 clusters
  Score: Raw -239888.453819 + Penalty 2628.582955 = -237259.870864
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (1850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150572.120000 sec): 2 clusters
  Score: Raw -157691.120223 + Penalty 1222.477899 = -156468.642323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150572.300000 sec): 3 clusters
  Score: Raw -156966.806523 + Penalty 2444.955798 = -154521.850725
  nChanged 640
		SP:Iteration 1F (150572.470000 sec): 3 clusters
  Score: Raw -157446.338703 + Penalty 2444.955798 = -155001.382905
  nChanged 163
		SP:Iteration 2F (150572.650000 sec): 3 clusters
  Score: Raw -157589.116176 + Penalty 2444.955798 = -155144.160377
  nChanged 110
		SP:Iteration 3F (150572.830000 sec): 3 clusters
  Score: Raw -157697.237564 + Penalty 2444.955798 = -155252.281766
  nChanged 92
		SP:Iteration 4Q (150573.000000 sec): 3 clusters
  Score: Raw -157768.565322 + Penalty 2444.955798 = -155323.609524
  nChanged 60
		SP:Iteration 5Q (150573.180000 sec): 3 clusters
  Score: Raw -157810.252789 + Penalty 2444.955798 = -155365.296991
  nChanged 39
		SP:Iteration 6Q (150573.350000 sec): 3 clusters
  Score: Raw -157834.743164 + Penalty 2444.955798 = -155389.787366
  nChanged 31
		SP:Iteration 7Q (150573.530000 sec): 3 clusters
  Score: Raw -157852.585978 + Penalty 2444.955798 = -155407.630180
  nChanged 18
		SP:Iteration 8Q (150573.710000 sec): 3 clusters
  Score: Raw -157867.378362 + Penalty 2444.955798 = -155422.422564
  nChanged 20
		SP:Iteration 9Q (150573.880000 sec): 3 clusters
  Score: Raw -157881.901297 + Penalty 2444.955798 = -155436.945498
  nChanged 15
		SP:Iteration 10Q (150574.050000 sec): 3 clusters
  Score: Raw -157890.120663 + Penalty 2444.955798 = -155445.164864
  nChanged 12
		SP:Iteration 11Q (150574.220000 sec): 3 clusters
  Score: Raw -157899.610747 + Penalty 2444.955798 = -155454.654949
  nChanged 12
		SP:Iteration 12Q (150574.400000 sec): 3 clusters
  Score: Raw -157904.985856 + Penalty 2444.955798 = -155460.030057
  nChanged 6
		SP:Iteration 13Q (150574.570000 sec): 3 clusters
  Score: Raw -157909.052289 + Penalty 2444.955798 = -155464.096491
  nChanged 5
		SP:Iteration 14Q (150574.750000 sec): 3 clusters
  Score: Raw -157910.397308 + Penalty 2444.955798 = -155465.441510
  nChanged 2
		SP:Iteration 15Q (150574.930000 sec): 3 clusters
  Score: Raw -157911.896793 + Penalty 2444.955798 = -155466.940994
  nChanged 2
		SP:Iteration 16Q (150575.100000 sec): 3 clusters
  Score: Raw -157912.318645 + Penalty 2444.955798 = -155467.362847
  nChanged 1
		SP:Iteration 17Q (150575.280000 sec): 3 clusters
  Score: Raw -157912.606985 + Penalty 2444.955798 = -155467.651186
  nChanged 1
		SP:Iteration 18Q (150575.460000 sec): 3 clusters
  Score: Raw -157912.890447 + Penalty 2444.955798 = -155467.934649
  nChanged 1
		SP:Iteration 19Q (150575.620000 sec): 3 clusters
  Score: Raw -157913.192588 + Penalty 2444.955798 = -155468.236789
  nChanged 2
		SP:Iteration 20F (150575.680000 sec): 3 clusters
  Score: Raw -157914.095555 + Penalty 2444.955798 = -155469.139756
  nChanged 2
		SP:Iteration 21Q (150575.720000 sec): 3 clusters
  Score: Raw -157914.993129 + Penalty 2444.955798 = -155470.037330
  nChanged 1
		SP:Iteration 22Q (150575.760000 sec): 3 clusters
  Score: Raw -157915.441725 + Penalty 2444.955798 = -155470.485926
  nChanged 0
		SP:Iteration 23F (150575.800000 sec): 3 clusters
  Score: Raw -157915.441725 + Penalty 2444.955798 = -155470.485926
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150575.870000 sec): 2 clusters
  Score: Raw -477584.947769 + Penalty 1373.018160 = -476211.929609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150575.960000 sec): 3 clusters
  Score: Raw -475195.680229 + Penalty 2746.036320 = -472449.643909
  nChanged 1848
		SP:Iteration 1F (150576.050000 sec): 3 clusters
  Score: Raw -476278.492106 + Penalty 2746.036320 = -473532.455786
  nChanged 330
		SP:Iteration 2F (150576.140000 sec): 3 clusters
  Score: Raw -476475.257767 + Penalty 2746.036320 = -473729.221447
  nChanged 228
		SP:Iteration 3Q (150576.240000 sec): 3 clusters
  Score: Raw -476578.668682 + Penalty 2746.036320 = -473832.632361
  nChanged 168
		SP:Iteration 4Q (150576.330000 sec): 3 clusters
  Score: Raw -476653.988424 + Penalty 2746.036320 = -473907.952104
  nChanged 141
		SP:Iteration 5Q (150576.430000 sec): 3 clusters
  Score: Raw -476720.354992 + Penalty 2746.036320 = -473974.318672
  nChanged 108
		SP:Iteration 6Q (150576.520000 sec): 3 clusters
  Score: Raw -476769.313222 + Penalty 2746.036320 = -474023.276901
  nChanged 97
		SP:Iteration 7Q (150576.740000 sec): 3 clusters
  Score: Raw -476808.654969 + Penalty 2746.036320 = -474062.618649
  nChanged 84
		SP:Iteration 8Q (150576.920000 sec): 3 clusters
  Score: Raw -476856.652818 + Penalty 2746.036320 = -474110.616497
  nChanged 99
		SP:Iteration 9Q (150577.020000 sec): 3 clusters
  Score: Raw -476918.518906 + Penalty 2746.036320 = -474172.482586
  nChanged 116
		SP:Iteration 10Q (150577.100000 sec): 3 clusters
  Score: Raw -476980.599205 + Penalty 2746.036320 = -474234.562885
  nChanged 98
		SP:Iteration 11Q (150577.190000 sec): 3 clusters
  Score: Raw -477029.098643 + Penalty 2746.036320 = -474283.062322
  nChanged 97
		SP:Iteration 12Q (150577.280000 sec): 3 clusters
  Score: Raw -477078.794369 + Penalty 2746.036320 = -474332.758049
  nChanged 94
		SP:Iteration 13Q (150577.370000 sec): 3 clusters
  Score: Raw -477122.773500 + Penalty 2746.036320 = -474376.737180
  nChanged 78
		SP:Iteration 14Q (150577.460000 sec): 3 clusters
  Score: Raw -477160.700238 + Penalty 2746.036320 = -474414.663918
  nChanged 77
		SP:Iteration 15Q (150577.540000 sec): 3 clusters
  Score: Raw -477199.816520 + Penalty 2746.036320 = -474453.780200
  nChanged 77
		SP:Iteration 16Q (150577.630000 sec): 3 clusters
  Score: Raw -477241.914206 + Penalty 2746.036320 = -474495.877885
  nChanged 70
		SP:Iteration 17Q (150577.720000 sec): 3 clusters
  Score: Raw -477277.248640 + Penalty 2746.036320 = -474531.212319
  nChanged 73
		SP:Iteration 18Q (150577.810000 sec): 3 clusters
  Score: Raw -477318.589513 + Penalty 2746.036320 = -474572.553193
  nChanged 71
		SP:Iteration 19Q (150577.900000 sec): 3 clusters
  Score: Raw -477360.426483 + Penalty 2746.036320 = -474614.390163
  nChanged 66
		SP:Iteration 20F (150577.980000 sec): 3 clusters
  Score: Raw -477411.397790 + Penalty 2746.036320 = -474665.361470
  nChanged 63
		SP:Iteration 21Q (150578.070000 sec): 3 clusters
  Score: Raw -477452.236701 + Penalty 2746.036320 = -474706.200381
  nChanged 55
		SP:Iteration 22Q (150578.160000 sec): 3 clusters
  Score: Raw -477484.764474 + Penalty 2746.036320 = -474738.728154
  nChanged 42
		SP:Iteration 23Q (150578.250000 sec): 3 clusters
  Score: Raw -477515.504403 + Penalty 2746.036320 = -474769.468083
  nChanged 38
		SP:Iteration 24Q (150578.330000 sec): 3 clusters
  Score: Raw -477542.551305 + Penalty 2746.036320 = -474796.514985
  nChanged 37
		SP:Iteration 25Q (150578.420000 sec): 3 clusters
  Score: Raw -477571.249477 + Penalty 2746.036320 = -474825.213157
  nChanged 30
		SP:Iteration 26Q (150578.510000 sec): 3 clusters
  Score: Raw -477592.413522 + Penalty 2746.036320 = -474846.377202
  nChanged 26
		SP:Iteration 27Q (150578.600000 sec): 3 clusters
  Score: Raw -477610.986701 + Penalty 2746.036320 = -474864.950381
  nChanged 23
		SP:Iteration 28Q (150578.680000 sec): 3 clusters
  Score: Raw -477629.720880 + Penalty 2746.036320 = -474883.684559
  nChanged 24
		SP:Iteration 29Q (150578.770000 sec): 3 clusters
  Score: Raw -477647.421253 + Penalty 2746.036320 = -474901.384933
  nChanged 19
		SP:Iteration 30Q (150578.860000 sec): 3 clusters
  Score: Raw -477664.465165 + Penalty 2746.036320 = -474918.428844
  nChanged 18
		SP:Iteration 31Q (150578.940000 sec): 3 clusters
  Score: Raw -477679.118939 + Penalty 2746.036320 = -474933.082619
  nChanged 18
		SP:Iteration 32Q (150579.030000 sec): 3 clusters
  Score: Raw -477697.342555 + Penalty 2746.036320 = -474951.306235
  nChanged 21
		SP:Iteration 33Q (150579.110000 sec): 3 clusters
  Score: Raw -477717.205490 + Penalty 2746.036320 = -474971.169170
  nChanged 14
		SP:Iteration 34Q (150579.200000 sec): 3 clusters
  Score: Raw -477728.720874 + Penalty 2746.036320 = -474982.684553
  nChanged 9
		SP:Iteration 35Q (150579.280000 sec): 3 clusters
  Score: Raw -477736.429664 + Penalty 2746.036320 = -474990.393344
  nChanged 6
		SP:Iteration 36Q (150579.370000 sec): 3 clusters
  Score: Raw -477741.152414 + Penalty 2746.036320 = -474995.116093
  nChanged 5
		SP:Iteration 37Q (150579.460000 sec): 3 clusters
  Score: Raw -477745.742825 + Penalty 2746.036320 = -474999.706504
  nChanged 6
		SP:Iteration 38Q (150579.540000 sec): 3 clusters
  Score: Raw -477751.094847 + Penalty 2746.036320 = -475005.058526
  nChanged 2
		SP:Iteration 39Q (150579.630000 sec): 3 clusters
  Score: Raw -477753.464237 + Penalty 2746.036320 = -475007.427917
  nChanged 3
		SP:Iteration 40F (150579.720000 sec): 3 clusters
  Score: Raw -477755.778636 + Penalty 2746.036320 = -475009.742316
  nChanged 3
		SP:Iteration 41Q (150579.800000 sec): 3 clusters
  Score: Raw -477757.130958 + Penalty 2746.036320 = -475011.094637
  nChanged 1
		SP:Iteration 42Q (150579.890000 sec): 3 clusters
  Score: Raw -477757.554510 + Penalty 2746.036320 = -475011.518189
  nChanged 0
		SP:Iteration 43F (150579.980000 sec): 3 clusters
  Score: Raw -477757.554510 + Penalty 2746.036320 = -475011.518189
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (4806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150580.080000 sec): 2 clusters
  Score: Raw -345393.592173 + Penalty 1377.613318 = -344015.978856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150580.320000 sec): 3 clusters
  Score: Raw -342983.496589 + Penalty 2755.226635 = -340228.269953
  nChanged 1945
		SP:Iteration 1F (150580.510000 sec): 3 clusters
  Score: Raw -344219.175823 + Penalty 2755.226635 = -341463.949188
  nChanged 444
		SP:Iteration 2F (150580.660000 sec): 3 clusters
  Score: Raw -344586.063930 + Penalty 2755.226635 = -341830.837295
  nChanged 360
		SP:Iteration 3F (150580.890000 sec): 3 clusters
  Score: Raw -344861.699034 + Penalty 2755.226635 = -342106.472399
  nChanged 280
		SP:Iteration 4F (150581.030000 sec): 3 clusters
  Score: Raw -345077.829177 + Penalty 2755.226635 = -342322.602541
  nChanged 231
		SP:Iteration 5Q (150581.210000 sec): 3 clusters
  Score: Raw -345237.644123 + Penalty 2755.226635 = -342482.417488
  nChanged 197
		SP:Iteration 6Q (150581.380000 sec): 3 clusters
  Score: Raw -345352.163390 + Penalty 2755.226635 = -342596.936754
  nChanged 143
		SP:Iteration 7Q (150581.560000 sec): 3 clusters
  Score: Raw -345422.083576 + Penalty 2755.226635 = -342666.856941
  nChanged 120
		SP:Iteration 8Q (150581.730000 sec): 3 clusters
  Score: Raw -345480.891436 + Penalty 2755.226635 = -342725.664801
  nChanged 94
		SP:Iteration 9Q (150581.910000 sec): 3 clusters
  Score: Raw -345514.225677 + Penalty 2755.226635 = -342758.999042
  nChanged 73
		SP:Iteration 10Q (150582.090000 sec): 3 clusters
  Score: Raw -345542.408317 + Penalty 2755.226635 = -342787.181682
  nChanged 54
		SP:Iteration 11Q (150582.260000 sec): 3 clusters
  Score: Raw -345560.074279 + Penalty 2755.226635 = -342804.847644
  nChanged 44
		SP:Iteration 12Q (150582.440000 sec): 3 clusters
  Score: Raw -345577.176265 + Penalty 2755.226635 = -342821.949629
  nChanged 46
		SP:Iteration 13Q (150582.610000 sec): 3 clusters
  Score: Raw -345594.520304 + Penalty 2755.226635 = -342839.293669
  nChanged 37
		SP:Iteration 14Q (150582.790000 sec): 3 clusters
  Score: Raw -345606.769194 + Penalty 2755.226635 = -342851.542559
  nChanged 34
		SP:Iteration 15Q (150582.960000 sec): 3 clusters
  Score: Raw -345617.772594 + Penalty 2755.226635 = -342862.545959
  nChanged 40
		SP:Iteration 16Q (150583.140000 sec): 3 clusters
  Score: Raw -345627.930913 + Penalty 2755.226635 = -342872.704278
  nChanged 23
		SP:Iteration 17Q (150583.310000 sec): 3 clusters
  Score: Raw -345633.878409 + Penalty 2755.226635 = -342878.651774
  nChanged 17
		SP:Iteration 18Q (150583.490000 sec): 3 clusters
  Score: Raw -345638.895718 + Penalty 2755.226635 = -342883.669083
  nChanged 13
		SP:Iteration 19Q (150583.670000 sec): 3 clusters
  Score: Raw -345643.274418 + Penalty 2755.226635 = -342888.047783
  nChanged 18
		SP:Iteration 20F (150583.840000 sec): 3 clusters
  Score: Raw -345647.597992 + Penalty 2755.226635 = -342892.371357
  nChanged 15
		SP:Iteration 21Q (150584.010000 sec): 3 clusters
  Score: Raw -345652.263112 + Penalty 2755.226635 = -342897.036476
  nChanged 16
		SP:Iteration 22Q (150584.190000 sec): 3 clusters
  Score: Raw -345655.060086 + Penalty 2755.226635 = -342899.833451
  nChanged 8
		SP:Iteration 23Q (150584.370000 sec): 3 clusters
  Score: Raw -345656.906745 + Penalty 2755.226635 = -342901.680110
  nChanged 8
		SP:Iteration 24Q (150584.530000 sec): 3 clusters
  Score: Raw -345658.579457 + Penalty 2755.226635 = -342903.352822
  nChanged 13
		SP:Iteration 25Q (150584.700000 sec): 3 clusters
  Score: Raw -345660.876943 + Penalty 2755.226635 = -342905.650308
  nChanged 9
		SP:Iteration 26Q (150584.870000 sec): 3 clusters
  Score: Raw -345663.001020 + Penalty 2755.226635 = -342907.774385
  nChanged 9
		SP:Iteration 27Q (150585.030000 sec): 3 clusters
  Score: Raw -345664.890829 + Penalty 2755.226635 = -342909.664193
  nChanged 6
		SP:Iteration 28Q (150585.190000 sec): 3 clusters
  Score: Raw -345665.795793 + Penalty 2755.226635 = -342910.569158
  nChanged 2
		SP:Iteration 29Q (150585.360000 sec): 3 clusters
  Score: Raw -345666.199302 + Penalty 2755.226635 = -342910.972667
  nChanged 0
		SP:Iteration 30F (150585.520000 sec): 3 clusters
  Score: Raw -345666.199302 + Penalty 2755.226635 = -342910.972667
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (4438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150585.640000 sec): 2 clusters
  Score: Raw -306043.970752 + Penalty 1364.668354 = -304679.302398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150585.810000 sec): 3 clusters
  Score: Raw -303807.505432 + Penalty 2729.336709 = -301078.168724
  nChanged 1802
		SP:Iteration 1F (150585.970000 sec): 3 clusters
  Score: Raw -305137.374147 + Penalty 2729.336709 = -302408.037438
  nChanged 413
		SP:Iteration 2F (150586.130000 sec): 3 clusters
  Score: Raw -305510.142568 + Penalty 2729.336709 = -302780.805860
  nChanged 316
		SP:Iteration 3F (150586.300000 sec): 3 clusters
  Score: Raw -305773.263041 + Penalty 2729.336709 = -303043.926332
  nChanged 276
		SP:Iteration 4F (150586.470000 sec): 3 clusters
  Score: Raw -306027.582411 + Penalty 2729.336709 = -303298.245702
  nChanged 216
		SP:Iteration 5Q (150586.650000 sec): 3 clusters
  Score: Raw -306205.644443 + Penalty 2729.336709 = -303476.307734
  nChanged 184
		SP:Iteration 6Q (150586.820000 sec): 3 clusters
  Score: Raw -306346.935507 + Penalty 2729.336709 = -303617.598798
  nChanged 144
		SP:Iteration 7Q (150587.000000 sec): 3 clusters
  Score: Raw -306434.581250 + Penalty 2729.336709 = -303705.244542
  nChanged 115
		SP:Iteration 8Q (150587.170000 sec): 3 clusters
  Score: Raw -306497.665214 + Penalty 2729.336709 = -303768.328505
  nChanged 80
		SP:Iteration 9Q (150587.350000 sec): 3 clusters
  Score: Raw -306537.734383 + Penalty 2729.336709 = -303808.397674
  nChanged 61
		SP:Iteration 10Q (150587.520000 sec): 3 clusters
  Score: Raw -306564.802723 + Penalty 2729.336709 = -303835.466015
  nChanged 45
		SP:Iteration 11Q (150587.700000 sec): 3 clusters
  Score: Raw -306588.269155 + Penalty 2729.336709 = -303858.932446
  nChanged 47
		SP:Iteration 12Q (150587.880000 sec): 3 clusters
  Score: Raw -306609.503934 + Penalty 2729.336709 = -303880.167226
  nChanged 35
		SP:Iteration 13Q (150588.050000 sec): 3 clusters
  Score: Raw -306623.047285 + Penalty 2729.336709 = -303893.710576
  nChanged 36
		SP:Iteration 14Q (150588.230000 sec): 3 clusters
  Score: Raw -306639.535129 + Penalty 2729.336709 = -303910.198420
  nChanged 38
		SP:Iteration 15Q (150588.400000 sec): 3 clusters
  Score: Raw -306654.654855 + Penalty 2729.336709 = -303925.318146
  nChanged 37
		SP:Iteration 16Q (150588.580000 sec): 3 clusters
  Score: Raw -306666.354328 + Penalty 2729.336709 = -303937.017620
  nChanged 23
		SP:Iteration 17Q (150588.760000 sec): 3 clusters
  Score: Raw -306676.672883 + Penalty 2729.336709 = -303947.336174
  nChanged 23
		SP:Iteration 18Q (150588.930000 sec): 3 clusters
  Score: Raw -306685.675250 + Penalty 2729.336709 = -303956.338541
  nChanged 21
		SP:Iteration 19Q (150589.110000 sec): 3 clusters
  Score: Raw -306695.382782 + Penalty 2729.336709 = -303966.046073
  nChanged 23
		SP:Iteration 20F (150589.280000 sec): 3 clusters
  Score: Raw -306702.896352 + Penalty 2729.336709 = -303973.559644
  nChanged 13
		SP:Iteration 21Q (150589.460000 sec): 3 clusters
  Score: Raw -306708.599708 + Penalty 2729.336709 = -303979.262999
  nChanged 14
		SP:Iteration 22Q (150589.640000 sec): 3 clusters
  Score: Raw -306713.138079 + Penalty 2729.336709 = -303983.801371
  nChanged 16
		SP:Iteration 23Q (150589.810000 sec): 3 clusters
  Score: Raw -306718.088249 + Penalty 2729.336709 = -303988.751541
  nChanged 19
		SP:Iteration 24Q (150589.990000 sec): 3 clusters
  Score: Raw -306723.894606 + Penalty 2729.336709 = -303994.557898
  nChanged 15
		SP:Iteration 25Q (150590.160000 sec): 3 clusters
  Score: Raw -306727.457687 + Penalty 2729.336709 = -303998.120978
  nChanged 10
		SP:Iteration 26Q (150590.340000 sec): 3 clusters
  Score: Raw -306730.303191 + Penalty 2729.336709 = -304000.966482
  nChanged 10
		SP:Iteration 27Q (150590.520000 sec): 3 clusters
  Score: Raw -306735.933063 + Penalty 2729.336709 = -304006.596355
  nChanged 10
		SP:Iteration 28Q (150590.690000 sec): 3 clusters
  Score: Raw -306740.119238 + Penalty 2729.336709 = -304010.782530
  nChanged 15
		SP:Iteration 29Q (150590.870000 sec): 3 clusters
  Score: Raw -306745.888718 + Penalty 2729.336709 = -304016.552009
  nChanged 12
		SP:Iteration 30Q (150591.040000 sec): 3 clusters
  Score: Raw -306750.078765 + Penalty 2729.336709 = -304020.742056
  nChanged 13
		SP:Iteration 31Q (150591.220000 sec): 3 clusters
  Score: Raw -306753.625092 + Penalty 2729.336709 = -304024.288383
  nChanged 9
		SP:Iteration 32Q (150591.400000 sec): 3 clusters
  Score: Raw -306755.830103 + Penalty 2729.336709 = -304026.493395
  nChanged 9
		SP:Iteration 33Q (150591.570000 sec): 3 clusters
  Score: Raw -306758.654657 + Penalty 2729.336709 = -304029.317948
  nChanged 11
		SP:Iteration 34Q (150591.750000 sec): 3 clusters
  Score: Raw -306762.407976 + Penalty 2729.336709 = -304033.071267
  nChanged 11
		SP:Iteration 35Q (150591.920000 sec): 3 clusters
  Score: Raw -306765.081007 + Penalty 2729.336709 = -304035.744299
  nChanged 9
		SP:Iteration 36Q (150592.100000 sec): 3 clusters
  Score: Raw -306767.461116 + Penalty 2729.336709 = -304038.124407
  nChanged 6
		SP:Iteration 37Q (150592.270000 sec): 3 clusters
  Score: Raw -306768.718768 + Penalty 2729.336709 = -304039.382060
  nChanged 3
		SP:Iteration 38Q (150592.450000 sec): 3 clusters
  Score: Raw -306769.329691 + Penalty 2729.336709 = -304039.992982
  nChanged 3
		SP:Iteration 39Q (150592.620000 sec): 3 clusters
  Score: Raw -306769.853456 + Penalty 2729.336709 = -304040.516748
  nChanged 1
		SP:Iteration 40F (150592.820000 sec): 3 clusters
  Score: Raw -306769.919292 + Penalty 2729.336709 = -304040.582584
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (2466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150592.940000 sec): 2 clusters
  Score: Raw -207217.687739 + Penalty 1269.182311 = -205948.505428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150593.080000 sec): 3 clusters
  Score: Raw -206107.027533 + Penalty 2538.364622 = -203568.662911
  nChanged 885
		SP:Iteration 1F (150593.250000 sec): 3 clusters
  Score: Raw -206739.859800 + Penalty 2538.364622 = -204201.495177
  nChanged 225
		SP:Iteration 2F (150593.430000 sec): 3 clusters
  Score: Raw -206934.701046 + Penalty 2538.364622 = -204396.336424
  nChanged 156
		SP:Iteration 3F (150593.600000 sec): 3 clusters
  Score: Raw -207048.797031 + Penalty 2538.364622 = -204510.432409
  nChanged 95
		SP:Iteration 4Q (150593.780000 sec): 3 clusters
  Score: Raw -207113.094595 + Penalty 2538.364622 = -204574.729973
  nChanged 68
		SP:Iteration 5Q (150593.960000 sec): 3 clusters
  Score: Raw -207174.857673 + Penalty 2538.364622 = -204636.493051
  nChanged 73
		SP:Iteration 6Q (150594.130000 sec): 3 clusters
  Score: Raw -207234.395669 + Penalty 2538.364622 = -204696.031046
  nChanged 55
		SP:Iteration 7Q (150594.310000 sec): 3 clusters
  Score: Raw -207274.891317 + Penalty 2538.364622 = -204736.526695
  nChanged 47
		SP:Iteration 8Q (150594.480000 sec): 3 clusters
  Score: Raw -207302.000904 + Penalty 2538.364622 = -204763.636282
  nChanged 42
		SP:Iteration 9Q (150594.700000 sec): 3 clusters
  Score: Raw -207330.160562 + Penalty 2538.364622 = -204791.795940
  nChanged 36
		SP:Iteration 10Q (150594.870000 sec): 3 clusters
  Score: Raw -207359.862079 + Penalty 2538.364622 = -204821.497456
  nChanged 37
		SP:Iteration 11Q (150595.030000 sec): 3 clusters
  Score: Raw -207388.059453 + Penalty 2538.364622 = -204849.694831
  nChanged 32
		SP:Iteration 12Q (150595.190000 sec): 3 clusters
  Score: Raw -207411.785763 + Penalty 2538.364622 = -204873.421140
  nChanged 28
		SP:Iteration 13Q (150595.350000 sec): 3 clusters
  Score: Raw -207434.297296 + Penalty 2538.364622 = -204895.932674
  nChanged 24
		SP:Iteration 14Q (150595.510000 sec): 3 clusters
  Score: Raw -207451.702526 + Penalty 2538.364622 = -204913.337903
  nChanged 21
		SP:Iteration 15Q (150595.670000 sec): 3 clusters
  Score: Raw -207466.467330 + Penalty 2538.364622 = -204928.102708
  nChanged 26
		SP:Iteration 16Q (150595.830000 sec): 3 clusters
  Score: Raw -207485.978077 + Penalty 2538.364622 = -204947.613455
  nChanged 30
		SP:Iteration 17Q (150595.990000 sec): 3 clusters
  Score: Raw -207500.362810 + Penalty 2538.364622 = -204961.998188
  nChanged 19
		SP:Iteration 18Q (150596.150000 sec): 3 clusters
  Score: Raw -207509.798229 + Penalty 2538.364622 = -204971.433606
  nChanged 15
		SP:Iteration 19Q (150596.310000 sec): 3 clusters
  Score: Raw -207519.203807 + Penalty 2538.364622 = -204980.839185
  nChanged 17
		SP:Iteration 20F (150596.470000 sec): 3 clusters
  Score: Raw -207528.331735 + Penalty 2538.364622 = -204989.967113
  nChanged 13
		SP:Iteration 21Q (150596.630000 sec): 3 clusters
  Score: Raw -207533.661026 + Penalty 2538.364622 = -204995.296403
  nChanged 17
		SP:Iteration 22Q (150596.790000 sec): 3 clusters
  Score: Raw -207540.222333 + Penalty 2538.364622 = -205001.857711
  nChanged 7
		SP:Iteration 23Q (150596.950000 sec): 3 clusters
  Score: Raw -207543.386018 + Penalty 2538.364622 = -205005.021396
  nChanged 6
		SP:Iteration 24Q (150597.110000 sec): 3 clusters
  Score: Raw -207547.771508 + Penalty 2538.364622 = -205009.406885
  nChanged 6
		SP:Iteration 25Q (150597.270000 sec): 3 clusters
  Score: Raw -207550.469586 + Penalty 2538.364622 = -205012.104964
  nChanged 8
		SP:Iteration 26Q (150597.430000 sec): 3 clusters
  Score: Raw -207553.322648 + Penalty 2538.364622 = -205014.958026
  nChanged 6
		SP:Iteration 27Q (150597.590000 sec): 3 clusters
  Score: Raw -207555.589565 + Penalty 2538.364622 = -205017.224943
  nChanged 2
		SP:Iteration 28Q (150597.750000 sec): 3 clusters
  Score: Raw -207556.221443 + Penalty 2538.364622 = -205017.856821
  nChanged 0
		SP:Iteration 29F (150597.910000 sec): 3 clusters
  Score: Raw -207556.221443 + Penalty 2538.364622 = -205017.856821
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (2855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150597.980000 sec): 2 clusters
  Score: Raw -218754.764476 + Penalty 1292.984407 = -217461.780068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150598.140000 sec): 3 clusters
  Score: Raw -217471.109691 + Penalty 2585.968815 = -214885.140876
  nChanged 1076
		SP:Iteration 1F (150598.300000 sec): 3 clusters
  Score: Raw -218240.659968 + Penalty 2585.968815 = -215654.691153
  nChanged 274
		SP:Iteration 2F (150598.460000 sec): 3 clusters
  Score: Raw -218464.505319 + Penalty 2585.968815 = -215878.536504
  nChanged 167
		SP:Iteration 3F (150598.620000 sec): 3 clusters
  Score: Raw -218610.805665 + Penalty 2585.968815 = -216024.836850
  nChanged 137
		SP:Iteration 4Q (150598.780000 sec): 3 clusters
  Score: Raw -218702.768044 + Penalty 2585.968815 = -216116.799229
  nChanged 103
		SP:Iteration 5Q (150598.940000 sec): 3 clusters
  Score: Raw -218782.713333 + Penalty 2585.968815 = -216196.744518
  nChanged 91
		SP:Iteration 6Q (150599.110000 sec): 3 clusters
  Score: Raw -218845.499564 + Penalty 2585.968815 = -216259.530749
  nChanged 77
		SP:Iteration 7Q (150599.290000 sec): 3 clusters
  Score: Raw -218895.255788 + Penalty 2585.968815 = -216309.286974
  nChanged 74
		SP:Iteration 8Q (150599.460000 sec): 3 clusters
  Score: Raw -218944.511110 + Penalty 2585.968815 = -216358.542295
  nChanged 59
		SP:Iteration 9Q (150599.640000 sec): 3 clusters
  Score: Raw -218984.150262 + Penalty 2585.968815 = -216398.181447
  nChanged 52
		SP:Iteration 10Q (150599.810000 sec): 3 clusters
  Score: Raw -219017.295552 + Penalty 2585.968815 = -216431.326737
  nChanged 29
		SP:Iteration 11Q (150599.990000 sec): 3 clusters
  Score: Raw -219031.377093 + Penalty 2585.968815 = -216445.408278
  nChanged 27
		SP:Iteration 12Q (150600.160000 sec): 3 clusters
  Score: Raw -219046.200432 + Penalty 2585.968815 = -216460.231617
  nChanged 31
		SP:Iteration 13Q (150600.340000 sec): 3 clusters
  Score: Raw -219067.482452 + Penalty 2585.968815 = -216481.513638
  nChanged 30
		SP:Iteration 14Q (150600.520000 sec): 3 clusters
  Score: Raw -219081.623389 + Penalty 2585.968815 = -216495.654574
  nChanged 23
		SP:Iteration 15Q (150600.690000 sec): 3 clusters
  Score: Raw -219091.807751 + Penalty 2585.968815 = -216505.838937
  nChanged 24
		SP:Iteration 16Q (150600.870000 sec): 3 clusters
  Score: Raw -219100.503095 + Penalty 2585.968815 = -216514.534280
  nChanged 16
		SP:Iteration 17Q (150601.040000 sec): 3 clusters
  Score: Raw -219107.688867 + Penalty 2585.968815 = -216521.720053
  nChanged 26
		SP:Iteration 18Q (150601.220000 sec): 3 clusters
  Score: Raw -219118.924200 + Penalty 2585.968815 = -216532.955386
  nChanged 20
		SP:Iteration 19Q (150601.400000 sec): 3 clusters
  Score: Raw -219131.888797 + Penalty 2585.968815 = -216545.919982
  nChanged 24
		SP:Iteration 20F (150601.570000 sec): 3 clusters
  Score: Raw -219141.459677 + Penalty 2585.968815 = -216555.490862
  nChanged 19
		SP:Iteration 21Q (150601.750000 sec): 3 clusters
  Score: Raw -219149.082184 + Penalty 2585.968815 = -216563.113369
  nChanged 17
		SP:Iteration 22Q (150601.920000 sec): 3 clusters
  Score: Raw -219157.121775 + Penalty 2585.968815 = -216571.152960
  nChanged 16
		SP:Iteration 23Q (150602.100000 sec): 3 clusters
  Score: Raw -219161.794110 + Penalty 2585.968815 = -216575.825295
  nChanged 14
		SP:Iteration 24Q (150602.270000 sec): 3 clusters
  Score: Raw -219167.476845 + Penalty 2585.968815 = -216581.508031
  nChanged 10
		SP:Iteration 25Q (150602.440000 sec): 3 clusters
  Score: Raw -219172.289683 + Penalty 2585.968815 = -216586.320868
  nChanged 15
		SP:Iteration 26Q (150602.600000 sec): 3 clusters
  Score: Raw -219179.814489 + Penalty 2585.968815 = -216593.845674
  nChanged 13
		SP:Iteration 27Q (150602.760000 sec): 3 clusters
  Score: Raw -219184.750817 + Penalty 2585.968815 = -216598.782003
  nChanged 8
		SP:Iteration 28Q (150602.930000 sec): 3 clusters
  Score: Raw -219187.131382 + Penalty 2585.968815 = -216601.162568
  nChanged 12
		SP:Iteration 29Q (150603.060000 sec): 3 clusters
  Score: Raw -219190.830933 + Penalty 2585.968815 = -216604.862118
  nChanged 14
		SP:Iteration 30Q (150603.110000 sec): 3 clusters
  Score: Raw -219199.160638 + Penalty 2585.968815 = -216613.191823
  nChanged 15
		SP:Iteration 31Q (150603.160000 sec): 3 clusters
  Score: Raw -219204.896741 + Penalty 2585.968815 = -216618.927927
  nChanged 17
		SP:Iteration 32Q (150603.220000 sec): 3 clusters
  Score: Raw -219217.225214 + Penalty 2585.968815 = -216631.256399
  nChanged 18
		SP:Iteration 33Q (150603.270000 sec): 3 clusters
  Score: Raw -219227.352065 + Penalty 2585.968815 = -216641.383250
  nChanged 22
		SP:Iteration 34Q (150603.320000 sec): 3 clusters
  Score: Raw -219239.911857 + Penalty 2585.968815 = -216653.943042
  nChanged 24
		SP:Iteration 35Q (150603.380000 sec): 3 clusters
  Score: Raw -219251.862155 + Penalty 2585.968815 = -216665.893340
  nChanged 18
		SP:Iteration 36Q (150603.430000 sec): 3 clusters
  Score: Raw -219258.359240 + Penalty 2585.968815 = -216672.390425
  nChanged 15
		SP:Iteration 37Q (150603.480000 sec): 3 clusters
  Score: Raw -219264.901370 + Penalty 2585.968815 = -216678.932556
  nChanged 16
		SP:Iteration 38Q (150603.540000 sec): 3 clusters
  Score: Raw -219272.139702 + Penalty 2585.968815 = -216686.170887
  nChanged 12
		SP:Iteration 39Q (150603.590000 sec): 3 clusters
  Score: Raw -219275.591975 + Penalty 2585.968815 = -216689.623160
  nChanged 7
		SP:Iteration 40F (150603.640000 sec): 3 clusters
  Score: Raw -219279.251879 + Penalty 2585.968815 = -216693.283064
  nChanged 6
		SP:Iteration 41Q (150603.700000 sec): 3 clusters
  Score: Raw -219282.451874 + Penalty 2585.968815 = -216696.483059
  nChanged 7
		SP:Iteration 42Q (150603.750000 sec): 3 clusters
  Score: Raw -219284.905060 + Penalty 2585.968815 = -216698.936245
  nChanged 5
		SP:Iteration 43Q (150603.800000 sec): 3 clusters
  Score: Raw -219286.140503 + Penalty 2585.968815 = -216700.171688
  nChanged 4
		SP:Iteration 44Q (150603.860000 sec): 3 clusters
  Score: Raw -219287.156065 + Penalty 2585.968815 = -216701.187250
  nChanged 3
		SP:Iteration 45Q (150603.910000 sec): 3 clusters
  Score: Raw -219288.597982 + Penalty 2585.968815 = -216702.629167
  nChanged 3
		SP:Iteration 46Q (150603.960000 sec): 3 clusters
  Score: Raw -219290.436801 + Penalty 2585.968815 = -216704.467986
  nChanged 7
		SP:Iteration 47Q (150604.020000 sec): 3 clusters
  Score: Raw -219292.974810 + Penalty 2585.968815 = -216707.005995
  nChanged 2
		SP:Iteration 48Q (150604.070000 sec): 3 clusters
  Score: Raw -219294.664430 + Penalty 2585.968815 = -216708.695615
  nChanged 7
		SP:Iteration 49Q (150604.120000 sec): 3 clusters
  Score: Raw -219297.994496 + Penalty 2585.968815 = -216712.025682
  nChanged 8
		SP:Iteration 50Q (150604.180000 sec): 3 clusters
  Score: Raw -219300.812401 + Penalty 2585.968815 = -216714.843586
  nChanged 9
		SP:Iteration 51Q (150604.230000 sec): 3 clusters
  Score: Raw -219307.031475 + Penalty 2585.968815 = -216721.062660
  nChanged 12
		SP:Iteration 52Q (150604.280000 sec): 3 clusters
  Score: Raw -219311.476318 + Penalty 2585.968815 = -216725.507504
  nChanged 3
		SP:Iteration 53Q (150604.430000 sec): 3 clusters
  Score: Raw -219312.402490 + Penalty 2585.968815 = -216726.433675
  nChanged 2
		SP:Iteration 54Q (150604.610000 sec): 3 clusters
  Score: Raw -219312.766105 + Penalty 2585.968815 = -216726.797291
  nChanged 2
		SP:Iteration 55Q (150604.780000 sec): 3 clusters
  Score: Raw -219313.209623 + Penalty 2585.968815 = -216727.240808
  nChanged 1
		SP:Iteration 56Q (150604.930000 sec): 3 clusters
  Score: Raw -219313.522134 + Penalty 2585.968815 = -216727.553320
  nChanged 0
		SP:Iteration 57F (150604.980000 sec): 3 clusters
  Score: Raw -219313.522134 + Penalty 2585.968815 = -216727.553320
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (5079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150605.100000 sec): 2 clusters
  Score: Raw -417126.102726 + Penalty 1386.591322 = -415739.511405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150605.200000 sec): 3 clusters
  Score: Raw -414521.298975 + Penalty 2773.182643 = -411748.116332
  nChanged 2084
		SP:Iteration 1F (150605.300000 sec): 3 clusters
  Score: Raw -415815.559250 + Penalty 2773.182643 = -413042.376607
  nChanged 420
		SP:Iteration 2F (150605.390000 sec): 3 clusters
  Score: Raw -416077.254356 + Penalty 2773.182643 = -413304.071713
  nChanged 280
		SP:Iteration 3F (150605.480000 sec): 3 clusters
  Score: Raw -416223.882025 + Penalty 2773.182643 = -413450.699382
  nChanged 201
		SP:Iteration 4Q (150605.580000 sec): 3 clusters
  Score: Raw -416338.637422 + Penalty 2773.182643 = -413565.454779
  nChanged 187
		SP:Iteration 5Q (150605.670000 sec): 3 clusters
  Score: Raw -416442.328818 + Penalty 2773.182643 = -413669.146175
  nChanged 170
		SP:Iteration 6Q (150605.760000 sec): 3 clusters
  Score: Raw -416524.973845 + Penalty 2773.182643 = -413751.791202
  nChanged 127
		SP:Iteration 7Q (150605.940000 sec): 3 clusters
  Score: Raw -416590.612627 + Penalty 2773.182643 = -413817.429984
  nChanged 122
		SP:Iteration 8Q (150606.120000 sec): 3 clusters
  Score: Raw -416646.508740 + Penalty 2773.182643 = -413873.326097
  nChanged 111
		SP:Iteration 9Q (150606.300000 sec): 3 clusters
  Score: Raw -416697.676991 + Penalty 2773.182643 = -413924.494348
  nChanged 107
		SP:Iteration 10Q (150606.470000 sec): 3 clusters
  Score: Raw -416735.573554 + Penalty 2773.182643 = -413962.390911
  nChanged 94
		SP:Iteration 11Q (150606.640000 sec): 3 clusters
  Score: Raw -416782.380397 + Penalty 2773.182643 = -414009.197754
  nChanged 102
		SP:Iteration 12Q (150606.820000 sec): 3 clusters
  Score: Raw -416829.293133 + Penalty 2773.182643 = -414056.110490
  nChanged 97
		SP:Iteration 13Q (150607.000000 sec): 3 clusters
  Score: Raw -416872.627486 + Penalty 2773.182643 = -414099.444843
  nChanged 86
		SP:Iteration 14Q (150607.170000 sec): 3 clusters
  Score: Raw -416904.032562 + Penalty 2773.182643 = -414130.849919
  nChanged 68
		SP:Iteration 15Q (150607.340000 sec): 3 clusters
  Score: Raw -416932.266795 + Penalty 2773.182643 = -414159.084152
  nChanged 72
		SP:Iteration 16Q (150607.520000 sec): 3 clusters
  Score: Raw -416965.033395 + Penalty 2773.182643 = -414191.850752
  nChanged 76
		SP:Iteration 17Q (150607.690000 sec): 3 clusters
  Score: Raw -417001.582547 + Penalty 2773.182643 = -414228.399904
  nChanged 78
		SP:Iteration 18Q (150607.870000 sec): 3 clusters
  Score: Raw -417036.061594 + Penalty 2773.182643 = -414262.878951
  nChanged 81
		SP:Iteration 19Q (150608.050000 sec): 3 clusters
  Score: Raw -417067.466585 + Penalty 2773.182643 = -414294.283942
  nChanged 66
		SP:Iteration 20F (150608.220000 sec): 3 clusters
  Score: Raw -417093.276379 + Penalty 2773.182643 = -414320.093736
  nChanged 66
		SP:Iteration 21Q (150608.400000 sec): 3 clusters
  Score: Raw -417122.344506 + Penalty 2773.182643 = -414349.161863
  nChanged 70
		SP:Iteration 22Q (150608.570000 sec): 3 clusters
  Score: Raw -417148.170816 + Penalty 2773.182643 = -414374.988173
  nChanged 64
		SP:Iteration 23Q (150608.750000 sec): 3 clusters
  Score: Raw -417171.134679 + Penalty 2773.182643 = -414397.952036
  nChanged 56
		SP:Iteration 24Q (150608.920000 sec): 3 clusters
  Score: Raw -417195.726873 + Penalty 2773.182643 = -414422.544230
  nChanged 63
		SP:Iteration 25Q (150609.100000 sec): 3 clusters
  Score: Raw -417221.165918 + Penalty 2773.182643 = -414447.983275
  nChanged 60
		SP:Iteration 26Q (150609.270000 sec): 3 clusters
  Score: Raw -417243.481297 + Penalty 2773.182643 = -414470.298654
  nChanged 54
		SP:Iteration 27Q (150609.410000 sec): 3 clusters
  Score: Raw -417268.900243 + Penalty 2773.182643 = -414495.717600
  nChanged 57
		SP:Iteration 28Q (150609.510000 sec): 3 clusters
  Score: Raw -417288.893887 + Penalty 2773.182643 = -414515.711244
  nChanged 45
		SP:Iteration 29Q (150609.600000 sec): 3 clusters
  Score: Raw -417302.014969 + Penalty 2773.182643 = -414528.832326
  nChanged 37
		SP:Iteration 30Q (150609.690000 sec): 3 clusters
  Score: Raw -417308.759015 + Penalty 2773.182643 = -414535.576372
  nChanged 17
		SP:Iteration 31Q (150609.790000 sec): 3 clusters
  Score: Raw -417311.213299 + Penalty 2773.182643 = -414538.030656
  nChanged 13
		SP:Iteration 32Q (150609.880000 sec): 3 clusters
  Score: Raw -417313.874538 + Penalty 2773.182643 = -414540.691895
  nChanged 15
		SP:Iteration 33Q (150609.970000 sec): 3 clusters
  Score: Raw -417317.254317 + Penalty 2773.182643 = -414544.071674
  nChanged 15
		SP:Iteration 34Q (150610.070000 sec): 3 clusters
  Score: Raw -417320.158537 + Penalty 2773.182643 = -414546.975894
  nChanged 15
		SP:Iteration 35Q (150610.160000 sec): 3 clusters
  Score: Raw -417324.171785 + Penalty 2773.182643 = -414550.989142
  nChanged 15
		SP:Iteration 36Q (150610.250000 sec): 3 clusters
  Score: Raw -417327.686258 + Penalty 2773.182643 = -414554.503615
  nChanged 11
		SP:Iteration 37Q (150610.350000 sec): 3 clusters
  Score: Raw -417330.257717 + Penalty 2773.182643 = -414557.075074
  nChanged 8
		SP:Iteration 38Q (150610.440000 sec): 3 clusters
  Score: Raw -417332.612788 + Penalty 2773.182643 = -414559.430145
  nChanged 7
		SP:Iteration 39Q (150610.530000 sec): 3 clusters
  Score: Raw -417334.497507 + Penalty 2773.182643 = -414561.314864
  nChanged 8
		SP:Iteration 40F (150610.630000 sec): 3 clusters
  Score: Raw -417336.507592 + Penalty 2773.182643 = -414563.324949
  nChanged 7
		SP:Iteration 41Q (150610.720000 sec): 3 clusters
  Score: Raw -417338.171053 + Penalty 2773.182643 = -414564.988410
  nChanged 5
		SP:Iteration 42Q (150610.810000 sec): 3 clusters
  Score: Raw -417338.955033 + Penalty 2773.182643 = -414565.772390
  nChanged 4
		SP:Iteration 43Q (150610.910000 sec): 3 clusters
  Score: Raw -417339.479292 + Penalty 2773.182643 = -414566.296649
  nChanged 2
		SP:Iteration 44Q (150611.000000 sec): 3 clusters
  Score: Raw -417339.726068 + Penalty 2773.182643 = -414566.543425
  nChanged 1
		SP:Iteration 45Q (150611.090000 sec): 3 clusters
  Score: Raw -417339.809108 + Penalty 2773.182643 = -414566.626465
  nChanged 1
		SP:Iteration 46Q (150611.190000 sec): 3 clusters
  Score: Raw -417339.934712 + Penalty 2773.182643 = -414566.752069
  nChanged 3
		SP:Iteration 47Q (150611.280000 sec): 3 clusters
  Score: Raw -417340.459429 + Penalty 2773.182643 = -414567.276786
  nChanged 0
		SP:Iteration 48F (150611.420000 sec): 3 clusters
  Score: Raw -417340.459429 + Penalty 2773.182643 = -414567.276786
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (6822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150611.510000 sec): 2 clusters
  Score: Raw -595019.946753 + Penalty 1434.535044 = -593585.411709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150611.730000 sec): 3 clusters
  Score: Raw -591365.201310 + Penalty 2869.070088 = -588496.131222
  nChanged 2855
		SP:Iteration 1F (150611.930000 sec): 3 clusters
  Score: Raw -593056.209837 + Penalty 2869.070088 = -590187.139749
  nChanged 538
		SP:Iteration 2F (150612.140000 sec): 3 clusters
  Score: Raw -593428.922264 + Penalty 2869.070088 = -590559.852176
  nChanged 450
		SP:Iteration 3F (150612.340000 sec): 3 clusters
  Score: Raw -593736.297946 + Penalty 2869.070088 = -590867.227858
  nChanged 403
		SP:Iteration 4F (150612.550000 sec): 3 clusters
  Score: Raw -593988.855916 + Penalty 2869.070088 = -591119.785828
  nChanged 349
		SP:Iteration 5F (150612.660000 sec): 3 clusters
  Score: Raw -594212.611829 + Penalty 2869.070088 = -591343.541741
  nChanged 302
		SP:Iteration 6Q (150612.770000 sec): 3 clusters
  Score: Raw -594381.137505 + Penalty 2869.070088 = -591512.067417
  nChanged 261
		SP:Iteration 7Q (150612.880000 sec): 3 clusters
  Score: Raw -594535.759637 + Penalty 2869.070088 = -591666.689549
  nChanged 237
		SP:Iteration 8Q (150613.070000 sec): 3 clusters
  Score: Raw -594656.866656 + Penalty 2869.070088 = -591787.796568
  nChanged 196
		SP:Iteration 9Q (150613.290000 sec): 3 clusters
  Score: Raw -594758.224186 + Penalty 2869.070088 = -591889.154098
  nChanged 158
		SP:Iteration 10Q (150613.490000 sec): 3 clusters
  Score: Raw -594828.933322 + Penalty 2869.070088 = -591959.863234
  nChanged 122
		SP:Iteration 11Q (150613.690000 sec): 3 clusters
  Score: Raw -594879.325612 + Penalty 2869.070088 = -592010.255524
  nChanged 124
		SP:Iteration 12Q (150613.900000 sec): 3 clusters
  Score: Raw -594929.352905 + Penalty 2869.070088 = -592060.282817
  nChanged 131
		SP:Iteration 13Q (150614.100000 sec): 3 clusters
  Score: Raw -594988.674549 + Penalty 2869.070088 = -592119.604461
  nChanged 130
		SP:Iteration 14Q (150614.310000 sec): 3 clusters
  Score: Raw -595041.373503 + Penalty 2869.070088 = -592172.303415
  nChanged 119
		SP:Iteration 15Q (150614.510000 sec): 3 clusters
  Score: Raw -595085.760224 + Penalty 2869.070088 = -592216.690136
  nChanged 106
		SP:Iteration 16Q (150614.710000 sec): 3 clusters
  Score: Raw -595125.103904 + Penalty 2869.070088 = -592256.033816
  nChanged 101
		SP:Iteration 17Q (150614.920000 sec): 3 clusters
  Score: Raw -595165.008845 + Penalty 2869.070088 = -592295.938757
  nChanged 99
		SP:Iteration 18Q (150615.120000 sec): 3 clusters
  Score: Raw -595210.240386 + Penalty 2869.070088 = -592341.170298
  nChanged 120
		SP:Iteration 19Q (150615.330000 sec): 3 clusters
  Score: Raw -595262.732912 + Penalty 2869.070088 = -592393.662824
  nChanged 120
		SP:Iteration 20F (150615.530000 sec): 3 clusters
  Score: Raw -595327.751447 + Penalty 2869.070088 = -592458.681359
  nChanged 118
		SP:Iteration 21Q (150615.740000 sec): 3 clusters
  Score: Raw -595396.699983 + Penalty 2869.070088 = -592527.629895
  nChanged 114
		SP:Iteration 22Q (150615.940000 sec): 3 clusters
  Score: Raw -595448.007500 + Penalty 2869.070088 = -592578.937412
  nChanged 101
		SP:Iteration 23Q (150616.150000 sec): 3 clusters
  Score: Raw -595489.891129 + Penalty 2869.070088 = -592620.821041
  nChanged 84
		SP:Iteration 24Q (150616.350000 sec): 3 clusters
  Score: Raw -595519.328371 + Penalty 2869.070088 = -592650.258283
  nChanged 61
		SP:Iteration 25Q (150616.560000 sec): 3 clusters
  Score: Raw -595536.803797 + Penalty 2869.070088 = -592667.733709
  nChanged 42
		SP:Iteration 26Q (150616.770000 sec): 3 clusters
  Score: Raw -595548.503520 + Penalty 2869.070088 = -592679.433432
  nChanged 39
		SP:Iteration 27Q (150616.970000 sec): 3 clusters
  Score: Raw -595559.514211 + Penalty 2869.070088 = -592690.444123
  nChanged 34
		SP:Iteration 28Q (150617.170000 sec): 3 clusters
  Score: Raw -595570.455809 + Penalty 2869.070088 = -592701.385721
  nChanged 36
		SP:Iteration 29Q (150617.380000 sec): 3 clusters
  Score: Raw -595580.436471 + Penalty 2869.070088 = -592711.366383
  nChanged 26
		SP:Iteration 30Q (150617.590000 sec): 3 clusters
  Score: Raw -595586.972001 + Penalty 2869.070088 = -592717.901913
  nChanged 24
		SP:Iteration 31Q (150617.800000 sec): 3 clusters
  Score: Raw -595592.214468 + Penalty 2869.070088 = -592723.144380
  nChanged 22
		SP:Iteration 32Q (150618.000000 sec): 3 clusters
  Score: Raw -595596.754682 + Penalty 2869.070088 = -592727.684594
  nChanged 25
		SP:Iteration 33Q (150618.200000 sec): 3 clusters
  Score: Raw -595601.028952 + Penalty 2869.070088 = -592731.958864
  nChanged 20
		SP:Iteration 34Q (150618.410000 sec): 3 clusters
  Score: Raw -595604.380379 + Penalty 2869.070088 = -592735.310291
  nChanged 11
		SP:Iteration 35Q (150618.610000 sec): 3 clusters
  Score: Raw -595606.539595 + Penalty 2869.070088 = -592737.469507
  nChanged 17
		SP:Iteration 36Q (150618.820000 sec): 3 clusters
  Score: Raw -595610.230535 + Penalty 2869.070088 = -592741.160447
  nChanged 14
		SP:Iteration 37Q (150619.030000 sec): 3 clusters
  Score: Raw -595613.448686 + Penalty 2869.070088 = -592744.378598
  nChanged 10
		SP:Iteration 38Q (150619.230000 sec): 3 clusters
  Score: Raw -595615.614851 + Penalty 2869.070088 = -592746.544763
  nChanged 10
		SP:Iteration 39Q (150619.440000 sec): 3 clusters
  Score: Raw -595617.657939 + Penalty 2869.070088 = -592748.587851
  nChanged 6
		SP:Iteration 40F (150619.640000 sec): 3 clusters
  Score: Raw -595618.745940 + Penalty 2869.070088 = -592749.675852
  nChanged 1
		SP:Iteration 41Q (150619.850000 sec): 3 clusters
  Score: Raw -595618.937058 + Penalty 2869.070088 = -592749.866970
  nChanged 2
		SP:Iteration 42Q (150620.050000 sec): 3 clusters
  Score: Raw -595619.276222 + Penalty 2869.070088 = -592750.206134
  nChanged 4
		SP:Iteration 43Q (150620.260000 sec): 3 clusters
  Score: Raw -595619.910991 + Penalty 2869.070088 = -592750.840903
  nChanged 2
		SP:Iteration 44Q (150620.470000 sec): 3 clusters
  Score: Raw -595620.417534 + Penalty 2869.070088 = -592751.347446
  nChanged 3
		SP:Iteration 45Q (150620.670000 sec): 3 clusters
  Score: Raw -595620.847055 + Penalty 2869.070088 = -592751.776967
  nChanged 2
		SP:Iteration 46Q (150620.860000 sec): 3 clusters
  Score: Raw -595621.055760 + Penalty 2869.070088 = -592751.985672
  nChanged 0
		SP:Iteration 47F (150621.010000 sec): 3 clusters
  Score: Raw -595621.055760 + Penalty 2869.070088 = -592751.985672
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (3769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150621.120000 sec): 2 clusters
  Score: Raw -324473.888712 + Penalty 1338.116811 = -323135.771900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150621.290000 sec): 3 clusters
  Score: Raw -322630.409326 + Penalty 2676.233623 = -319954.175703
  nChanged 1483
		SP:Iteration 1F (150621.470000 sec): 3 clusters
  Score: Raw -323492.239155 + Penalty 2676.233623 = -320816.005532
  nChanged 305
		SP:Iteration 2F (150621.650000 sec): 3 clusters
  Score: Raw -323673.658626 + Penalty 2676.233623 = -320997.425003
  nChanged 196
		SP:Iteration 3F (150621.840000 sec): 3 clusters
  Score: Raw -323773.706321 + Penalty 2676.233623 = -321097.472699
  nChanged 148
		SP:Iteration 4Q (150622.020000 sec): 3 clusters
  Score: Raw -323840.404872 + Penalty 2676.233623 = -321164.171249
  nChanged 103
		SP:Iteration 5Q (150622.190000 sec): 3 clusters
  Score: Raw -323894.642141 + Penalty 2676.233623 = -321218.408518
  nChanged 94
		SP:Iteration 6Q (150622.370000 sec): 3 clusters
  Score: Raw -323939.848705 + Penalty 2676.233623 = -321263.615082
  nChanged 85
		SP:Iteration 7Q (150622.520000 sec): 3 clusters
  Score: Raw -323977.298726 + Penalty 2676.233623 = -321301.065103
  nChanged 69
		SP:Iteration 8Q (150622.680000 sec): 3 clusters
  Score: Raw -324002.726944 + Penalty 2676.233623 = -321326.493321
  nChanged 65
		SP:Iteration 9Q (150622.850000 sec): 3 clusters
  Score: Raw -324025.331296 + Penalty 2676.233623 = -321349.097673
  nChanged 54
		SP:Iteration 10Q (150623.030000 sec): 3 clusters
  Score: Raw -324047.384509 + Penalty 2676.233623 = -321371.150887
  nChanged 47
		SP:Iteration 11Q (150623.200000 sec): 3 clusters
  Score: Raw -324065.989371 + Penalty 2676.233623 = -321389.755748
  nChanged 47
		SP:Iteration 12Q (150623.380000 sec): 3 clusters
  Score: Raw -324087.714953 + Penalty 2676.233623 = -321411.481330
  nChanged 50
		SP:Iteration 13Q (150623.550000 sec): 3 clusters
  Score: Raw -324113.277398 + Penalty 2676.233623 = -321437.043775
  nChanged 64
		SP:Iteration 14Q (150623.730000 sec): 3 clusters
  Score: Raw -324148.327292 + Penalty 2676.233623 = -321472.093669
  nChanged 76
		SP:Iteration 15Q (150623.910000 sec): 3 clusters
  Score: Raw -324201.016443 + Penalty 2676.233623 = -321524.782820
  nChanged 89
		SP:Iteration 16Q (150624.080000 sec): 3 clusters
  Score: Raw -324263.223795 + Penalty 2676.233623 = -321586.990172
  nChanged 106
		SP:Iteration 17Q (150624.260000 sec): 3 clusters
  Score: Raw -324350.001167 + Penalty 2676.233623 = -321673.767544
  nChanged 109
		SP:Iteration 18Q (150624.430000 sec): 3 clusters
  Score: Raw -324416.414705 + Penalty 2676.233623 = -321740.181082
  nChanged 104
		SP:Iteration 19Q (150624.610000 sec): 3 clusters
  Score: Raw -324480.819818 + Penalty 2676.233623 = -321804.586195
  nChanged 109
		SP:Iteration 20F (150624.790000 sec): 3 clusters
  Score: Raw -324548.071660 + Penalty 2676.233623 = -321871.838037
  nChanged 90
		SP:Iteration 21Q (150624.960000 sec): 3 clusters
  Score: Raw -324601.288772 + Penalty 2676.233623 = -321925.055149
  nChanged 75
		SP:Iteration 22Q (150625.140000 sec): 3 clusters
  Score: Raw -324637.277794 + Penalty 2676.233623 = -321961.044171
  nChanged 54
		SP:Iteration 23Q (150625.310000 sec): 3 clusters
  Score: Raw -324663.019387 + Penalty 2676.233623 = -321986.785764
  nChanged 48
		SP:Iteration 24Q (150625.490000 sec): 3 clusters
  Score: Raw -324685.043242 + Penalty 2676.233623 = -322008.809619
  nChanged 33
		SP:Iteration 25Q (150625.670000 sec): 3 clusters
  Score: Raw -324697.044838 + Penalty 2676.233623 = -322020.811216
  nChanged 28
		SP:Iteration 26Q (150625.840000 sec): 3 clusters
  Score: Raw -324707.023219 + Penalty 2676.233623 = -322030.789596
  nChanged 23
		SP:Iteration 27Q (150626.020000 sec): 3 clusters
  Score: Raw -324714.760115 + Penalty 2676.233623 = -322038.526492
  nChanged 22
		SP:Iteration 28Q (150626.190000 sec): 3 clusters
  Score: Raw -324722.146009 + Penalty 2676.233623 = -322045.912386
  nChanged 26
		SP:Iteration 29Q (150626.370000 sec): 3 clusters
  Score: Raw -324731.891427 + Penalty 2676.233623 = -322055.657804
  nChanged 24
		SP:Iteration 30Q (150626.550000 sec): 3 clusters
  Score: Raw -324741.640885 + Penalty 2676.233623 = -322065.407262
  nChanged 23
		SP:Iteration 31Q (150626.720000 sec): 3 clusters
  Score: Raw -324749.554148 + Penalty 2676.233623 = -322073.320526
  nChanged 14
		SP:Iteration 32Q (150626.900000 sec): 3 clusters
  Score: Raw -324755.615132 + Penalty 2676.233623 = -322079.381509
  nChanged 12
		SP:Iteration 33Q (150627.070000 sec): 3 clusters
  Score: Raw -324760.654063 + Penalty 2676.233623 = -322084.420441
  nChanged 16
		SP:Iteration 34Q (150627.250000 sec): 3 clusters
  Score: Raw -324765.953055 + Penalty 2676.233623 = -322089.719432
  nChanged 17
		SP:Iteration 35Q (150627.440000 sec): 3 clusters
  Score: Raw -324771.424078 + Penalty 2676.233623 = -322095.190455
  nChanged 21
		SP:Iteration 36Q (150627.510000 sec): 3 clusters
  Score: Raw -324779.715832 + Penalty 2676.233623 = -322103.482209
  nChanged 26
		SP:Iteration 37Q (150627.580000 sec): 3 clusters
  Score: Raw -324789.307731 + Penalty 2676.233623 = -322113.074108
  nChanged 31
		SP:Iteration 38Q (150627.650000 sec): 3 clusters
  Score: Raw -324803.657457 + Penalty 2676.233623 = -322127.423834
  nChanged 29
		SP:Iteration 39Q (150627.720000 sec): 3 clusters
  Score: Raw -324816.692185 + Penalty 2676.233623 = -322140.458562
  nChanged 24
		SP:Iteration 40F (150627.790000 sec): 3 clusters
  Score: Raw -324825.287433 + Penalty 2676.233623 = -322149.053810
  nChanged 24
		SP:Iteration 41Q (150627.860000 sec): 3 clusters
  Score: Raw -324833.080539 + Penalty 2676.233623 = -322156.846917
  nChanged 12
		SP:Iteration 42Q (150627.930000 sec): 3 clusters
  Score: Raw -324836.121891 + Penalty 2676.233623 = -322159.888268
  nChanged 12
		SP:Iteration 43Q (150627.990000 sec): 3 clusters
  Score: Raw -324838.995745 + Penalty 2676.233623 = -322162.762122
  nChanged 6
		SP:Iteration 44Q (150628.070000 sec): 3 clusters
  Score: Raw -324840.331579 + Penalty 2676.233623 = -322164.097957
  nChanged 6
		SP:Iteration 45Q (150628.130000 sec): 3 clusters
  Score: Raw -324841.290812 + Penalty 2676.233623 = -322165.057189
  nChanged 4
		SP:Iteration 46Q (150628.200000 sec): 3 clusters
  Score: Raw -324842.434136 + Penalty 2676.233623 = -322166.200513
  nChanged 2
		SP:Iteration 47Q (150628.270000 sec): 3 clusters
  Score: Raw -324843.798116 + Penalty 2676.233623 = -322167.564493
  nChanged 6
		SP:Iteration 48Q (150628.340000 sec): 3 clusters
  Score: Raw -324845.334766 + Penalty 2676.233623 = -322169.101143
  nChanged 3
		SP:Iteration 49Q (150628.410000 sec): 3 clusters
  Score: Raw -324846.219773 + Penalty 2676.233623 = -322169.986150
  nChanged 1
		SP:Iteration 50Q (150628.480000 sec): 3 clusters
  Score: Raw -324846.400608 + Penalty 2676.233623 = -322170.166986
  nChanged 1
		SP:Iteration 51Q (150628.550000 sec): 3 clusters
  Score: Raw -324847.008830 + Penalty 2676.233623 = -322170.775207
  nChanged 2
		SP:Iteration 52Q (150628.620000 sec): 3 clusters
  Score: Raw -324847.286012 + Penalty 2676.233623 = -322171.052389
  nChanged 2
		SP:Iteration 53Q (150628.690000 sec): 3 clusters
  Score: Raw -324848.002008 + Penalty 2676.233623 = -322171.768385
  nChanged 1
		SP:Iteration 54Q (150628.760000 sec): 3 clusters
  Score: Raw -324848.151265 + Penalty 2676.233623 = -322171.917643
  nChanged 0
		SP:Iteration 55F (150628.830000 sec): 3 clusters
  Score: Raw -324848.151265 + Penalty 2676.233623 = -322171.917643
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (4566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150628.900000 sec): 2 clusters
  Score: Raw -368705.186053 + Penalty 1369.288834 = -367335.897219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150628.990000 sec): 3 clusters
  Score: Raw -366390.003768 + Penalty 2738.577669 = -363651.426099
  nChanged 1788
		SP:Iteration 1F (150629.080000 sec): 3 clusters
  Score: Raw -367513.650970 + Penalty 2738.577669 = -364775.073301
  nChanged 374
		SP:Iteration 2F (150629.170000 sec): 3 clusters
  Score: Raw -367734.256337 + Penalty 2738.577669 = -364995.678668
  nChanged 274
		SP:Iteration 3F (150629.260000 sec): 3 clusters
  Score: Raw -367893.171286 + Penalty 2738.577669 = -365154.593618
  nChanged 230
		SP:Iteration 4F (150629.340000 sec): 3 clusters
  Score: Raw -368046.444474 + Penalty 2738.577669 = -365307.866806
  nChanged 227
		SP:Iteration 5Q (150629.430000 sec): 3 clusters
  Score: Raw -368181.492279 + Penalty 2738.577669 = -365442.914610
  nChanged 186
		SP:Iteration 6Q (150629.520000 sec): 3 clusters
  Score: Raw -368284.651913 + Penalty 2738.577669 = -365546.074244
  nChanged 150
		SP:Iteration 7Q (150629.610000 sec): 3 clusters
  Score: Raw -368371.342027 + Penalty 2738.577669 = -365632.764358
  nChanged 128
		SP:Iteration 8Q (150629.690000 sec): 3 clusters
  Score: Raw -368447.276705 + Penalty 2738.577669 = -365708.699036
  nChanged 124
		SP:Iteration 9Q (150629.780000 sec): 3 clusters
  Score: Raw -368521.324191 + Penalty 2738.577669 = -365782.746522
  nChanged 103
		SP:Iteration 10Q (150629.870000 sec): 3 clusters
  Score: Raw -368583.302289 + Penalty 2738.577669 = -365844.724620
  nChanged 91
		SP:Iteration 11Q (150629.950000 sec): 3 clusters
  Score: Raw -368634.101444 + Penalty 2738.577669 = -365895.523775
  nChanged 89
		SP:Iteration 12Q (150630.040000 sec): 3 clusters
  Score: Raw -368688.636672 + Penalty 2738.577669 = -365950.059003
  nChanged 85
		SP:Iteration 13Q (150630.130000 sec): 3 clusters
  Score: Raw -368737.025624 + Penalty 2738.577669 = -365998.447955
  nChanged 66
		SP:Iteration 14Q (150630.210000 sec): 3 clusters
  Score: Raw -368768.519417 + Penalty 2738.577669 = -366029.941748
  nChanged 51
		SP:Iteration 15Q (150630.300000 sec): 3 clusters
  Score: Raw -368797.559730 + Penalty 2738.577669 = -366058.982061
  nChanged 42
		SP:Iteration 16Q (150630.390000 sec): 3 clusters
  Score: Raw -368813.049984 + Penalty 2738.577669 = -366074.472315
  nChanged 26
		SP:Iteration 17Q (150630.470000 sec): 3 clusters
  Score: Raw -368823.550319 + Penalty 2738.577669 = -366084.972650
  nChanged 20
		SP:Iteration 18Q (150630.560000 sec): 3 clusters
  Score: Raw -368830.638773 + Penalty 2738.577669 = -366092.061104
  nChanged 22
		SP:Iteration 19Q (150630.640000 sec): 3 clusters
  Score: Raw -368837.573394 + Penalty 2738.577669 = -366098.995725
  nChanged 14
		SP:Iteration 20F (150630.730000 sec): 3 clusters
  Score: Raw -368842.901549 + Penalty 2738.577669 = -366104.323881
  nChanged 15
		SP:Iteration 21Q (150630.810000 sec): 3 clusters
  Score: Raw -368848.727361 + Penalty 2738.577669 = -366110.149692
  nChanged 14
		SP:Iteration 22Q (150630.900000 sec): 3 clusters
  Score: Raw -368853.096589 + Penalty 2738.577669 = -366114.518921
  nChanged 17
		SP:Iteration 23Q (150630.980000 sec): 3 clusters
  Score: Raw -368857.693394 + Penalty 2738.577669 = -366119.115726
  nChanged 11
		SP:Iteration 24Q (150631.070000 sec): 3 clusters
  Score: Raw -368863.394694 + Penalty 2738.577669 = -366124.817025
  nChanged 17
		SP:Iteration 25Q (150631.150000 sec): 3 clusters
  Score: Raw -368870.581501 + Penalty 2738.577669 = -366132.003833
  nChanged 15
		SP:Iteration 26Q (150631.240000 sec): 3 clusters
  Score: Raw -368875.767029 + Penalty 2738.577669 = -366137.189360
  nChanged 14
		SP:Iteration 27Q (150631.320000 sec): 3 clusters
  Score: Raw -368880.626080 + Penalty 2738.577669 = -366142.048411
  nChanged 9
		SP:Iteration 28Q (150631.490000 sec): 3 clusters
  Score: Raw -368882.951582 + Penalty 2738.577669 = -366144.373913
  nChanged 7
		SP:Iteration 29Q (150631.580000 sec): 3 clusters
  Score: Raw -368886.318532 + Penalty 2738.577669 = -366147.740863
  nChanged 11
		SP:Iteration 30Q (150631.660000 sec): 3 clusters
  Score: Raw -368889.187922 + Penalty 2738.577669 = -366150.610253
  nChanged 9
		SP:Iteration 31Q (150631.750000 sec): 3 clusters
  Score: Raw -368891.329737 + Penalty 2738.577669 = -366152.752068
  nChanged 9
		SP:Iteration 32Q (150631.830000 sec): 3 clusters
  Score: Raw -368893.412567 + Penalty 2738.577669 = -366154.834898
  nChanged 8
		SP:Iteration 33Q (150631.920000 sec): 3 clusters
  Score: Raw -368894.928066 + Penalty 2738.577669 = -366156.350397
  nChanged 5
		SP:Iteration 34Q (150632.000000 sec): 3 clusters
  Score: Raw -368896.964211 + Penalty 2738.577669 = -366158.386542
  nChanged 9
		SP:Iteration 35Q (150632.090000 sec): 3 clusters
  Score: Raw -368900.098103 + Penalty 2738.577669 = -366161.520435
  nChanged 9
		SP:Iteration 36Q (150632.170000 sec): 3 clusters
  Score: Raw -368904.221262 + Penalty 2738.577669 = -366165.643593
  nChanged 9
		SP:Iteration 37Q (150632.260000 sec): 3 clusters
  Score: Raw -368907.388927 + Penalty 2738.577669 = -366168.811258
  nChanged 13
		SP:Iteration 38Q (150632.450000 sec): 3 clusters
  Score: Raw -368912.618615 + Penalty 2738.577669 = -366174.040946
  nChanged 14
		SP:Iteration 39Q (150632.630000 sec): 3 clusters
  Score: Raw -368917.144171 + Penalty 2738.577669 = -366178.566502
  nChanged 10
		SP:Iteration 40F (150632.800000 sec): 3 clusters
  Score: Raw -368921.748407 + Penalty 2738.577669 = -366183.170738
  nChanged 8
		SP:Iteration 41Q (150632.950000 sec): 3 clusters
  Score: Raw -368923.730019 + Penalty 2738.577669 = -366185.152350
  nChanged 4
		SP:Iteration 42Q (150633.070000 sec): 3 clusters
  Score: Raw -368925.621920 + Penalty 2738.577669 = -366187.044252
  nChanged 9
		SP:Iteration 43Q (150633.150000 sec): 3 clusters
  Score: Raw -368929.341590 + Penalty 2738.577669 = -366190.763921
  nChanged 12
		SP:Iteration 44Q (150633.240000 sec): 3 clusters
  Score: Raw -368933.950362 + Penalty 2738.577669 = -366195.372693
  nChanged 14
		SP:Iteration 45Q (150633.320000 sec): 3 clusters
  Score: Raw -368939.494318 + Penalty 2738.577669 = -366200.916649
  nChanged 16
		SP:Iteration 46Q (150633.410000 sec): 3 clusters
  Score: Raw -368946.176024 + Penalty 2738.577669 = -366207.598355
  nChanged 18
		SP:Iteration 47Q (150633.490000 sec): 3 clusters
  Score: Raw -368952.342587 + Penalty 2738.577669 = -366213.764919
  nChanged 14
		SP:Iteration 48Q (150633.580000 sec): 3 clusters
  Score: Raw -368959.121719 + Penalty 2738.577669 = -366220.544050
  nChanged 20
		SP:Iteration 49Q (150633.660000 sec): 3 clusters
  Score: Raw -368967.651045 + Penalty 2738.577669 = -366229.073376
  nChanged 20
		SP:Iteration 50Q (150633.750000 sec): 3 clusters
  Score: Raw -368977.706912 + Penalty 2738.577669 = -366239.129243
  nChanged 26
		SP:Iteration 51Q (150633.830000 sec): 3 clusters
  Score: Raw -368988.984017 + Penalty 2738.577669 = -366250.406348
  nChanged 18
		SP:Iteration 52Q (150633.920000 sec): 3 clusters
  Score: Raw -368999.359575 + Penalty 2738.577669 = -366260.781906
  nChanged 23
		SP:Iteration 53Q (150634.000000 sec): 3 clusters
  Score: Raw -369010.987486 + Penalty 2738.577669 = -366272.409817
  nChanged 19
		SP:Iteration 54Q (150634.080000 sec): 3 clusters
  Score: Raw -369019.739838 + Penalty 2738.577669 = -366281.162169
  nChanged 15
		SP:Iteration 55Q (150634.170000 sec): 3 clusters
  Score: Raw -369027.645498 + Penalty 2738.577669 = -366289.067829
  nChanged 17
		SP:Iteration 56Q (150634.260000 sec): 3 clusters
  Score: Raw -369036.418939 + Penalty 2738.577669 = -366297.841271
  nChanged 15
		SP:Iteration 57Q (150634.340000 sec): 3 clusters
  Score: Raw -369042.860902 + Penalty 2738.577669 = -366304.283233
  nChanged 13
		SP:Iteration 58Q (150634.420000 sec): 3 clusters
  Score: Raw -369047.254945 + Penalty 2738.577669 = -366308.677277
  nChanged 7
		SP:Iteration 59Q (150634.590000 sec): 3 clusters
  Score: Raw -369049.915037 + Penalty 2738.577669 = -366311.337368
  nChanged 5
		SP:Iteration 60F (150634.760000 sec): 3 clusters
  Score: Raw -369051.868450 + Penalty 2738.577669 = -366313.290781
  nChanged 3
		SP:Iteration 61Q (150634.870000 sec): 3 clusters
  Score: Raw -369053.323734 + Penalty 2738.577669 = -366314.746066
  nChanged 4
		SP:Iteration 62Q (150634.960000 sec): 3 clusters
  Score: Raw -369055.305704 + Penalty 2738.577669 = -366316.728035
  nChanged 7
		SP:Iteration 63Q (150635.040000 sec): 3 clusters
  Score: Raw -369058.283759 + Penalty 2738.577669 = -366319.706090
  nChanged 6
		SP:Iteration 64Q (150635.120000 sec): 3 clusters
  Score: Raw -369060.520240 + Penalty 2738.577669 = -366321.942571
  nChanged 6
		SP:Iteration 65Q (150635.210000 sec): 3 clusters
  Score: Raw -369062.514404 + Penalty 2738.577669 = -366323.936735
  nChanged 6
		SP:Iteration 66Q (150635.290000 sec): 3 clusters
  Score: Raw -369065.368202 + Penalty 2738.577669 = -366326.790533
  nChanged 7
		SP:Iteration 67Q (150635.380000 sec): 3 clusters
  Score: Raw -369067.274101 + Penalty 2738.577669 = -366328.696432
  nChanged 7
		SP:Iteration 68Q (150635.460000 sec): 3 clusters
  Score: Raw -369070.339713 + Penalty 2738.577669 = -366331.762044
  nChanged 3
		SP:Iteration 69Q (150635.540000 sec): 3 clusters
  Score: Raw -369071.660739 + Penalty 2738.577669 = -366333.083070
  nChanged 2
		SP:Iteration 70Q (150635.660000 sec): 3 clusters
  Score: Raw -369072.455312 + Penalty 2738.577669 = -366333.877643
  nChanged 5
		SP:Iteration 71Q (150635.840000 sec): 3 clusters
  Score: Raw -369074.182406 + Penalty 2738.577669 = -366335.604738
  nChanged 4
		SP:Iteration 72Q (150636.010000 sec): 3 clusters
  Score: Raw -369077.035823 + Penalty 2738.577669 = -366338.458154
  nChanged 6
		SP:Iteration 73Q (150636.190000 sec): 3 clusters
  Score: Raw -369079.648085 + Penalty 2738.577669 = -366341.070416
  nChanged 5
		SP:Iteration 74Q (150636.360000 sec): 3 clusters
  Score: Raw -369080.968306 + Penalty 2738.577669 = -366342.390637
  nChanged 1
		SP:Iteration 75Q (150636.540000 sec): 3 clusters
  Score: Raw -369081.374824 + Penalty 2738.577669 = -366342.797155
  nChanged 1
		SP:Iteration 76Q (150636.720000 sec): 3 clusters
  Score: Raw -369081.753082 + Penalty 2738.577669 = -366343.175414
  nChanged 0
		SP:Iteration 77F (150636.890000 sec): 3 clusters
  Score: Raw -369081.753082 + Penalty 2738.577669 = -366343.175414
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (13627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150637.060000 sec): 2 clusters
  Score: Raw -1136677.190847 + Penalty 1546.968865 = -1135130.221982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150637.300000 sec): 3 clusters
  Score: Raw -1128805.415542 + Penalty 3093.937729 = -1125711.477813
  nChanged 5993
		SP:Iteration 1F (150637.550000 sec): 3 clusters
  Score: Raw -1132147.974846 + Penalty 3093.937729 = -1129054.037117
  nChanged 1003
		SP:Iteration 2F (150637.760000 sec): 3 clusters
  Score: Raw -1132718.212534 + Penalty 3093.937729 = -1129624.274805
  nChanged 927
		SP:Iteration 3F (150637.920000 sec): 3 clusters
  Score: Raw -1133294.460017 + Penalty 3093.937729 = -1130200.522288
  nChanged 918
		SP:Iteration 4F (150638.200000 sec): 3 clusters
  Score: Raw -1133908.415938 + Penalty 3093.937729 = -1130814.478209
  nChanged 850
		SP:Iteration 5F (150638.450000 sec): 3 clusters
  Score: Raw -1134454.342929 + Penalty 3093.937729 = -1131360.405200
  nChanged 730
		SP:Iteration 6F (150638.690000 sec): 3 clusters
  Score: Raw -1134873.888734 + Penalty 3093.937729 = -1131779.951005
  nChanged 639
		SP:Iteration 7Q (150638.970000 sec): 3 clusters
  Score: Raw -1135190.417718 + Penalty 3093.937729 = -1132096.479988
  nChanged 527
		SP:Iteration 8Q (150639.210000 sec): 3 clusters
  Score: Raw -1135431.773272 + Penalty 3093.937729 = -1132337.835543
  nChanged 442
		SP:Iteration 9Q (150639.410000 sec): 3 clusters
  Score: Raw -1135630.121930 + Penalty 3093.937729 = -1132536.184201
  nChanged 400
		SP:Iteration 10Q (150639.680000 sec): 3 clusters
  Score: Raw -1135798.724692 + Penalty 3093.937729 = -1132704.786962
  nChanged 367
		SP:Iteration 11Q (150639.960000 sec): 3 clusters
  Score: Raw -1135967.573185 + Penalty 3093.937729 = -1132873.635456
  nChanged 338
		SP:Iteration 12Q (150640.250000 sec): 3 clusters
  Score: Raw -1136121.704497 + Penalty 3093.937729 = -1133027.766768
  nChanged 301
		SP:Iteration 13Q (150640.490000 sec): 3 clusters
  Score: Raw -1136240.079704 + Penalty 3093.937729 = -1133146.141975
  nChanged 296
		SP:Iteration 14Q (150640.780000 sec): 3 clusters
  Score: Raw -1136342.069899 + Penalty 3093.937729 = -1133248.132170
  nChanged 236
		SP:Iteration 15Q (150641.010000 sec): 3 clusters
  Score: Raw -1136414.130978 + Penalty 3093.937729 = -1133320.193249
  nChanged 204
		SP:Iteration 16Q (150641.310000 sec): 3 clusters
  Score: Raw -1136479.447935 + Penalty 3093.937729 = -1133385.510205
  nChanged 188
		SP:Iteration 17Q (150641.550000 sec): 3 clusters
  Score: Raw -1136527.082753 + Penalty 3093.937729 = -1133433.145024
  nChanged 139
		SP:Iteration 18Q (150641.840000 sec): 3 clusters
  Score: Raw -1136562.859935 + Penalty 3093.937729 = -1133468.922206
  nChanged 129
		SP:Iteration 19Q (150642.020000 sec): 3 clusters
  Score: Raw -1136595.459076 + Penalty 3093.937729 = -1133501.521347
  nChanged 114
		SP:Iteration 20F (150642.280000 sec): 3 clusters
  Score: Raw -1136632.840102 + Penalty 3093.937729 = -1133538.902373
  nChanged 127
		SP:Iteration 21Q (150642.560000 sec): 3 clusters
  Score: Raw -1136668.678609 + Penalty 3093.937729 = -1133574.740880
  nChanged 132
		SP:Iteration 22Q (150642.800000 sec): 3 clusters
  Score: Raw -1136705.054483 + Penalty 3093.937729 = -1133611.116754
  nChanged 132
		SP:Iteration 23Q (150643.040000 sec): 3 clusters
  Score: Raw -1136736.176990 + Penalty 3093.937729 = -1133642.239261
  nChanged 121
		SP:Iteration 24Q (150643.330000 sec): 3 clusters
  Score: Raw -1136759.700391 + Penalty 3093.937729 = -1133665.762662
  nChanged 89
		SP:Iteration 25Q (150643.580000 sec): 3 clusters
  Score: Raw -1136776.754173 + Penalty 3093.937729 = -1133682.816444
  nChanged 81
		SP:Iteration 26Q (150643.800000 sec): 3 clusters
  Score: Raw -1136792.590317 + Penalty 3093.937729 = -1133698.652588
  nChanged 85
		SP:Iteration 27Q (150644.060000 sec): 3 clusters
  Score: Raw -1136808.766671 + Penalty 3093.937729 = -1133714.828942
  nChanged 73
		SP:Iteration 28Q (150644.300000 sec): 3 clusters
  Score: Raw -1136824.437619 + Penalty 3093.937729 = -1133730.499890
  nChanged 68
		SP:Iteration 29Q (150644.590000 sec): 3 clusters
  Score: Raw -1136837.002676 + Penalty 3093.937729 = -1133743.064947
  nChanged 72
		SP:Iteration 30Q (150644.840000 sec): 3 clusters
  Score: Raw -1136847.116352 + Penalty 3093.937729 = -1133753.178623
  nChanged 49
		SP:Iteration 31Q (150645.030000 sec): 3 clusters
  Score: Raw -1136853.123391 + Penalty 3093.937729 = -1133759.185661
  nChanged 45
		SP:Iteration 32Q (150645.320000 sec): 3 clusters
  Score: Raw -1136858.379892 + Penalty 3093.937729 = -1133764.442162
  nChanged 37
		SP:Iteration 33Q (150645.570000 sec): 3 clusters
  Score: Raw -1136863.409743 + Penalty 3093.937729 = -1133769.472014
  nChanged 37
		SP:Iteration 34Q (150645.850000 sec): 3 clusters
  Score: Raw -1136869.308061 + Penalty 3093.937729 = -1133775.370331
  nChanged 46
		SP:Iteration 35Q (150646.090000 sec): 3 clusters
  Score: Raw -1136877.283570 + Penalty 3093.937729 = -1133783.345841
  nChanged 55
		SP:Iteration 36Q (150646.380000 sec): 3 clusters
  Score: Raw -1136887.955445 + Penalty 3093.937729 = -1133794.017716
  nChanged 54
		SP:Iteration 37Q (150646.670000 sec): 3 clusters
  Score: Raw -1136896.121057 + Penalty 3093.937729 = -1133802.183327
  nChanged 47
		SP:Iteration 38Q (150646.950000 sec): 3 clusters
  Score: Raw -1136902.035253 + Penalty 3093.937729 = -1133808.097524
  nChanged 41
		SP:Iteration 39Q (150647.240000 sec): 3 clusters
  Score: Raw -1136907.882583 + Penalty 3093.937729 = -1133813.944854
  nChanged 48
		SP:Iteration 40F (150647.530000 sec): 3 clusters
  Score: Raw -1136913.923400 + Penalty 3093.937729 = -1133819.985671
  nChanged 30
		SP:Iteration 41Q (150647.740000 sec): 3 clusters
  Score: Raw -1136918.064399 + Penalty 3093.937729 = -1133824.126670
  nChanged 45
		SP:Iteration 42Q (150648.020000 sec): 3 clusters
  Score: Raw -1136923.558640 + Penalty 3093.937729 = -1133829.620911
  nChanged 43
		SP:Iteration 43Q (150648.250000 sec): 3 clusters
  Score: Raw -1136928.535089 + Penalty 3093.937729 = -1133834.597360
  nChanged 39
		SP:Iteration 44Q (150648.530000 sec): 3 clusters
  Score: Raw -1136933.536078 + Penalty 3093.937729 = -1133839.598348
  nChanged 36
		SP:Iteration 45Q (150648.780000 sec): 3 clusters
  Score: Raw -1136938.483928 + Penalty 3093.937729 = -1133844.546199
  nChanged 36
		SP:Iteration 46Q (150649.060000 sec): 3 clusters
  Score: Raw -1136942.499361 + Penalty 3093.937729 = -1133848.561632
  nChanged 28
		SP:Iteration 47Q (150649.310000 sec): 3 clusters
  Score: Raw -1136945.855042 + Penalty 3093.937729 = -1133851.917312
  nChanged 33
		SP:Iteration 48Q (150649.590000 sec): 3 clusters
  Score: Raw -1136950.772267 + Penalty 3093.937729 = -1133856.834537
  nChanged 37
		SP:Iteration 49Q (150649.830000 sec): 3 clusters
  Score: Raw -1136955.602611 + Penalty 3093.937729 = -1133861.664882
  nChanged 30
		SP:Iteration 50Q (150650.120000 sec): 3 clusters
  Score: Raw -1136959.476998 + Penalty 3093.937729 = -1133865.539269
  nChanged 24
		SP:Iteration 51Q (150650.360000 sec): 3 clusters
  Score: Raw -1136961.749621 + Penalty 3093.937729 = -1133867.811891
  nChanged 23
		SP:Iteration 52Q (150650.650000 sec): 3 clusters
  Score: Raw -1136964.663865 + Penalty 3093.937729 = -1133870.726136
  nChanged 24
		SP:Iteration 53Q (150650.890000 sec): 3 clusters
  Score: Raw -1136966.387197 + Penalty 3093.937729 = -1133872.449468
  nChanged 10
		SP:Iteration 54Q (150651.140000 sec): 3 clusters
  Score: Raw -1136967.099667 + Penalty 3093.937729 = -1133873.161938
  nChanged 9
		SP:Iteration 55Q (150651.380000 sec): 3 clusters
  Score: Raw -1136967.975456 + Penalty 3093.937729 = -1133874.037727
  nChanged 12
		SP:Iteration 56Q (150651.670000 sec): 3 clusters
  Score: Raw -1136969.080253 + Penalty 3093.937729 = -1133875.142523
  nChanged 8
		SP:Iteration 57Q (150651.960000 sec): 3 clusters
  Score: Raw -1136969.976618 + Penalty 3093.937729 = -1133876.038889
  nChanged 11
		SP:Iteration 58Q (150652.250000 sec): 3 clusters
  Score: Raw -1136971.079741 + Penalty 3093.937729 = -1133877.142012
  nChanged 7
		SP:Iteration 59Q (150652.530000 sec): 3 clusters
  Score: Raw -1136971.638988 + Penalty 3093.937729 = -1133877.701259
  nChanged 9
		SP:Iteration 60F (150652.770000 sec): 3 clusters
  Score: Raw -1136972.372250 + Penalty 3093.937729 = -1133878.434521
  nChanged 6
		SP:Iteration 61Q (150653.060000 sec): 3 clusters
  Score: Raw -1136972.962547 + Penalty 3093.937729 = -1133879.024818
  nChanged 7
		SP:Iteration 62Q (150653.350000 sec): 3 clusters
  Score: Raw -1136973.576235 + Penalty 3093.937729 = -1133879.638506
  nChanged 12
		SP:Iteration 63Q (150653.630000 sec): 3 clusters
  Score: Raw -1136974.736117 + Penalty 3093.937729 = -1133880.798388
  nChanged 10
		SP:Iteration 64Q (150653.920000 sec): 3 clusters
  Score: Raw -1136975.682521 + Penalty 3093.937729 = -1133881.744792
  nChanged 7
		SP:Iteration 65Q (150654.210000 sec): 3 clusters
  Score: Raw -1136976.368079 + Penalty 3093.937729 = -1133882.430350
  nChanged 9
		SP:Iteration 66Q (150654.490000 sec): 3 clusters
  Score: Raw -1136977.260262 + Penalty 3093.937729 = -1133883.322533
  nChanged 13
		SP:Iteration 67Q (150654.780000 sec): 3 clusters
  Score: Raw -1136979.439858 + Penalty 3093.937729 = -1133885.502129
  nChanged 19
		SP:Iteration 68Q (150655.070000 sec): 3 clusters
  Score: Raw -1136981.847891 + Penalty 3093.937729 = -1133887.910161
  nChanged 20
		SP:Iteration 69Q (150655.360000 sec): 3 clusters
  Score: Raw -1136983.412664 + Penalty 3093.937729 = -1133889.474934
  nChanged 11
		SP:Iteration 70Q (150655.640000 sec): 3 clusters
  Score: Raw -1136984.485858 + Penalty 3093.937729 = -1133890.548129
  nChanged 10
		SP:Iteration 71Q (150655.930000 sec): 3 clusters
  Score: Raw -1136985.045667 + Penalty 3093.937729 = -1133891.107938
  nChanged 9
		SP:Iteration 72Q (150656.210000 sec): 3 clusters
  Score: Raw -1136985.962834 + Penalty 3093.937729 = -1133892.025104
  nChanged 19
		SP:Iteration 73Q (150656.490000 sec): 3 clusters
  Score: Raw -1136987.921139 + Penalty 3093.937729 = -1133893.983410
  nChanged 16
		SP:Iteration 74Q (150656.770000 sec): 3 clusters
  Score: Raw -1136989.647189 + Penalty 3093.937729 = -1133895.709460
  nChanged 16
		SP:Iteration 75Q (150657.000000 sec): 3 clusters
  Score: Raw -1136990.991480 + Penalty 3093.937729 = -1133897.053751
  nChanged 10
		SP:Iteration 76Q (150657.240000 sec): 3 clusters
  Score: Raw -1136992.202065 + Penalty 3093.937729 = -1133898.264336
  nChanged 13
		SP:Iteration 77Q (150657.480000 sec): 3 clusters
  Score: Raw -1136993.214670 + Penalty 3093.937729 = -1133899.276941
  nChanged 12
		SP:Iteration 78Q (150657.770000 sec): 3 clusters
  Score: Raw -1136994.094205 + Penalty 3093.937729 = -1133900.156476
  nChanged 13
		SP:Iteration 79Q (150658.000000 sec): 3 clusters
  Score: Raw -1136995.199219 + Penalty 3093.937729 = -1133901.261489
  nChanged 11
		SP:Iteration 80F (150658.290000 sec): 3 clusters
  Score: Raw -1136996.097337 + Penalty 3093.937729 = -1133902.159608
  nChanged 12
		SP:Iteration 81Q (150658.530000 sec): 3 clusters
  Score: Raw -1136997.303242 + Penalty 3093.937729 = -1133903.365513
  nChanged 7
		SP:Iteration 82Q (150658.720000 sec): 3 clusters
  Score: Raw -1136997.983960 + Penalty 3093.937729 = -1133904.046231
  nChanged 10
		SP:Iteration 83Q (150658.970000 sec): 3 clusters
  Score: Raw -1136998.717166 + Penalty 3093.937729 = -1133904.779437
  nChanged 7
		SP:Iteration 84Q (150659.220000 sec): 3 clusters
  Score: Raw -1136999.367091 + Penalty 3093.937729 = -1133905.429362
  nChanged 10
		SP:Iteration 85Q (150659.460000 sec): 3 clusters
  Score: Raw -1137000.609152 + Penalty 3093.937729 = -1133906.671423
  nChanged 10
		SP:Iteration 86Q (150659.740000 sec): 3 clusters
  Score: Raw -1137001.343002 + Penalty 3093.937729 = -1133907.405273
  nChanged 5
		SP:Iteration 87Q (150659.980000 sec): 3 clusters
  Score: Raw -1137001.561651 + Penalty 3093.937729 = -1133907.623922
  nChanged 7
		SP:Iteration 88Q (150660.260000 sec): 3 clusters
  Score: Raw -1137002.172408 + Penalty 3093.937729 = -1133908.234678
  nChanged 5
		SP:Iteration 89Q (150660.500000 sec): 3 clusters
  Score: Raw -1137002.675751 + Penalty 3093.937729 = -1133908.738022
  nChanged 2
		SP:Iteration 90Q (150660.780000 sec): 3 clusters
  Score: Raw -1137002.787010 + Penalty 3093.937729 = -1133908.849281
  nChanged 2
		SP:Iteration 91Q (150661.020000 sec): 3 clusters
  Score: Raw -1137002.869428 + Penalty 3093.937729 = -1133908.931699
  nChanged 2
		SP:Iteration 92Q (150661.300000 sec): 3 clusters
  Score: Raw -1137003.112348 + Penalty 3093.937729 = -1133909.174619
  nChanged 7
		SP:Iteration 93Q (150661.540000 sec): 3 clusters
  Score: Raw -1137003.433338 + Penalty 3093.937729 = -1133909.495609
  nChanged 5
		SP:Iteration 94Q (150661.760000 sec): 3 clusters
  Score: Raw -1137003.949828 + Penalty 3093.937729 = -1133910.012098
  nChanged 4
		SP:Iteration 95Q (150662.020000 sec): 3 clusters
  Score: Raw -1137004.163911 + Penalty 3093.937729 = -1133910.226181
  nChanged 4
		SP:Iteration 96Q (150662.270000 sec): 3 clusters
  Score: Raw -1137004.325064 + Penalty 3093.937729 = -1133910.387334
  nChanged 4
		SP:Iteration 97Q (150662.550000 sec): 3 clusters
  Score: Raw -1137004.726072 + Penalty 3093.937729 = -1133910.788342
  nChanged 8
		SP:Iteration 98Q (150662.790000 sec): 3 clusters
  Score: Raw -1137005.473973 + Penalty 3093.937729 = -1133911.536244
  nChanged 9
		SP:Iteration 99Q (150663.070000 sec): 3 clusters
  Score: Raw -1137006.501018 + Penalty 3093.937729 = -1133912.563289
  nChanged 11
		SP:Iteration 100F (150663.310000 sec): 3 clusters
  Score: Raw -1137007.324038 + Penalty 3093.937729 = -1133913.386309
  nChanged 9
		SP:Iteration 101Q (150663.590000 sec): 3 clusters
  Score: Raw -1137008.210640 + Penalty 3093.937729 = -1133914.272911
  nChanged 16
		SP:Iteration 102Q (150663.830000 sec): 3 clusters
  Score: Raw -1137009.751979 + Penalty 3093.937729 = -1133915.814250
  nChanged 19
		SP:Iteration 103Q (150664.070000 sec): 3 clusters
  Score: Raw -1137011.380337 + Penalty 3093.937729 = -1133917.442607
  nChanged 16
		SP:Iteration 104Q (150664.350000 sec): 3 clusters
  Score: Raw -1137012.747654 + Penalty 3093.937729 = -1133918.809924
  nChanged 12
		SP:Iteration 105Q (150664.630000 sec): 3 clusters
  Score: Raw -1137013.988480 + Penalty 3093.937729 = -1133920.050750
  nChanged 12
		SP:Iteration 106Q (150664.870000 sec): 3 clusters
  Score: Raw -1137015.538426 + Penalty 3093.937729 = -1133921.600697
  nChanged 19
		SP:Iteration 107Q (150665.160000 sec): 3 clusters
  Score: Raw -1137017.150614 + Penalty 3093.937729 = -1133923.212884
  nChanged 14
		SP:Iteration 108Q (150665.390000 sec): 3 clusters
  Score: Raw -1137018.569665 + Penalty 3093.937729 = -1133924.631936
  nChanged 12
		SP:Iteration 109Q (150665.670000 sec): 3 clusters
  Score: Raw -1137019.475368 + Penalty 3093.937729 = -1133925.537639
  nChanged 8
		SP:Iteration 110Q (150665.910000 sec): 3 clusters
  Score: Raw -1137020.599102 + Penalty 3093.937729 = -1133926.661373
  nChanged 10
		SP:Iteration 111Q (150666.190000 sec): 3 clusters
  Score: Raw -1137022.526085 + Penalty 3093.937729 = -1133928.588356
  nChanged 10
		SP:Iteration 112Q (150666.430000 sec): 3 clusters
  Score: Raw -1137023.706969 + Penalty 3093.937729 = -1133929.769240
  nChanged 14
		SP:Iteration 113Q (150666.710000 sec): 3 clusters
  Score: Raw -1137025.219148 + Penalty 3093.937729 = -1133931.281418
  nChanged 16
		SP:Iteration 114Q (150666.950000 sec): 3 clusters
  Score: Raw -1137026.875132 + Penalty 3093.937729 = -1133932.937402
  nChanged 24
		SP:Iteration 115Q (150667.230000 sec): 3 clusters
  Score: Raw -1137029.636952 + Penalty 3093.937729 = -1133935.699223
  nChanged 24
		SP:Iteration 116Q (150667.470000 sec): 3 clusters
  Score: Raw -1137033.011693 + Penalty 3093.937729 = -1133939.073964
  nChanged 25
		SP:Iteration 117Q (150667.760000 sec): 3 clusters
  Score: Raw -1137036.226079 + Penalty 3093.937729 = -1133942.288350
  nChanged 25
		SP:Iteration 118Q (150668.030000 sec): 3 clusters
  Score: Raw -1137038.993694 + Penalty 3093.937729 = -1133945.055964
  nChanged 17
		SP:Iteration 119Q (150668.310000 sec): 3 clusters
  Score: Raw -1137040.616110 + Penalty 3093.937729 = -1133946.678380
  nChanged 9
		SP:Iteration 120F (150668.550000 sec): 3 clusters
  Score: Raw -1137041.179578 + Penalty 3093.937729 = -1133947.241848
  nChanged 10
		SP:Iteration 121Q (150668.830000 sec): 3 clusters
  Score: Raw -1137041.967600 + Penalty 3093.937729 = -1133948.029871
  nChanged 12
		SP:Iteration 122Q (150669.120000 sec): 3 clusters
  Score: Raw -1137043.139596 + Penalty 3093.937729 = -1133949.201866
  nChanged 10
		SP:Iteration 123Q (150669.350000 sec): 3 clusters
  Score: Raw -1137044.035913 + Penalty 3093.937729 = -1133950.098184
  nChanged 12
		SP:Iteration 124Q (150669.640000 sec): 3 clusters
  Score: Raw -1137045.024162 + Penalty 3093.937729 = -1133951.086433
  nChanged 15
		SP:Iteration 125Q (150669.870000 sec): 3 clusters
  Score: Raw -1137046.625636 + Penalty 3093.937729 = -1133952.687907
  nChanged 19
		SP:Iteration 126Q (150670.110000 sec): 3 clusters
  Score: Raw -1137049.560214 + Penalty 3093.937729 = -1133955.622484
  nChanged 31
		SP:Iteration 127Q (150670.390000 sec): 3 clusters
  Score: Raw -1137052.722470 + Penalty 3093.937729 = -1133958.784740
  nChanged 22
		SP:Iteration 128Q (150670.680000 sec): 3 clusters
  Score: Raw -1137055.529545 + Penalty 3093.937729 = -1133961.591815
  nChanged 28
		SP:Iteration 129Q (150670.920000 sec): 3 clusters
  Score: Raw -1137059.049617 + Penalty 3093.937729 = -1133965.111888
  nChanged 23
		SP:Iteration 130Q (150671.200000 sec): 3 clusters
  Score: Raw -1137061.821898 + Penalty 3093.937729 = -1133967.884168
  nChanged 29
		SP:Iteration 131Q (150671.440000 sec): 3 clusters
  Score: Raw -1137064.969202 + Penalty 3093.937729 = -1133971.031473
  nChanged 26
		SP:Iteration 132Q (150671.720000 sec): 3 clusters
  Score: Raw -1137067.528117 + Penalty 3093.937729 = -1133973.590388
  nChanged 17
		SP:Iteration 133Q (150671.960000 sec): 3 clusters
  Score: Raw -1137069.086046 + Penalty 3093.937729 = -1133975.148316
  nChanged 19
		SP:Iteration 134Q (150672.240000 sec): 3 clusters
  Score: Raw -1137071.393543 + Penalty 3093.937729 = -1133977.455814
  nChanged 22
		SP:Iteration 135Q (150672.480000 sec): 3 clusters
  Score: Raw -1137073.978296 + Penalty 3093.937729 = -1133980.040567
  nChanged 15
		SP:Iteration 136Q (150672.760000 sec): 3 clusters
  Score: Raw -1137075.282082 + Penalty 3093.937729 = -1133981.344353
  nChanged 9
		SP:Iteration 137Q (150673.000000 sec): 3 clusters
  Score: Raw -1137076.061054 + Penalty 3093.937729 = -1133982.123325
  nChanged 9
		SP:Iteration 138Q (150673.280000 sec): 3 clusters
  Score: Raw -1137076.893517 + Penalty 3093.937729 = -1133982.955788
  nChanged 13
		SP:Iteration 139Q (150673.520000 sec): 3 clusters
  Score: Raw -1137078.109689 + Penalty 3093.937729 = -1133984.171960
  nChanged 17
		SP:Iteration 140F (150673.750000 sec): 3 clusters
  Score: Raw -1137079.621724 + Penalty 3093.937729 = -1133985.683995
  nChanged 16
		SP:Iteration 141Q (150674.020000 sec): 3 clusters
  Score: Raw -1137081.335125 + Penalty 3093.937729 = -1133987.397396
  nChanged 15
		SP:Iteration 142Q (150674.280000 sec): 3 clusters
  Score: Raw -1137082.917199 + Penalty 3093.937729 = -1133988.979470
  nChanged 13
		SP:Iteration 143Q (150674.560000 sec): 3 clusters
  Score: Raw -1137084.083567 + Penalty 3093.937729 = -1133990.145838
  nChanged 9
		SP:Iteration 144Q (150674.840000 sec): 3 clusters
  Score: Raw -1137085.788764 + Penalty 3093.937729 = -1133991.851034
  nChanged 14
		SP:Iteration 145Q (150675.080000 sec): 3 clusters
  Score: Raw -1137088.623700 + Penalty 3093.937729 = -1133994.685970
  nChanged 22
		SP:Iteration 146Q (150675.360000 sec): 3 clusters
  Score: Raw -1137091.610373 + Penalty 3093.937729 = -1133997.672644
  nChanged 21
		SP:Iteration 147Q (150675.600000 sec): 3 clusters
  Score: Raw -1137093.703709 + Penalty 3093.937729 = -1133999.765980
  nChanged 19
		SP:Iteration 148Q (150675.840000 sec): 3 clusters
  Score: Raw -1137095.548494 + Penalty 3093.937729 = -1134001.610765
  nChanged 19
		SP:Iteration 149Q (150676.120000 sec): 3 clusters
  Score: Raw -1137097.723830 + Penalty 3093.937729 = -1134003.786101
  nChanged 15
		SP:Iteration 150Q (150676.400000 sec): 3 clusters
  Score: Raw -1137099.866036 + Penalty 3093.937729 = -1134005.928307
  nChanged 24
		SP:Iteration 151Q (150676.640000 sec): 3 clusters
  Score: Raw -1137103.659911 + Penalty 3093.937729 = -1134009.722181
  nChanged 29
		SP:Iteration 152Q (150676.920000 sec): 3 clusters
  Score: Raw -1137107.868875 + Penalty 3093.937729 = -1134013.931146
  nChanged 37
		SP:Iteration 153Q (150677.160000 sec): 3 clusters
  Score: Raw -1137112.915514 + Penalty 3093.937729 = -1134018.977785
  nChanged 29
		SP:Iteration 154Q (150677.440000 sec): 3 clusters
  Score: Raw -1137117.505479 + Penalty 3093.937729 = -1134023.567750
  nChanged 33
		SP:Iteration 155Q (150677.680000 sec): 3 clusters
  Score: Raw -1137121.196326 + Penalty 3093.937729 = -1134027.258597
  nChanged 26
		SP:Iteration 156Q (150677.960000 sec): 3 clusters
  Score: Raw -1137123.949395 + Penalty 3093.937729 = -1134030.011666
  nChanged 23
		SP:Iteration 157Q (150678.200000 sec): 3 clusters
  Score: Raw -1137126.373722 + Penalty 3093.937729 = -1134032.435993
  nChanged 23
		SP:Iteration 158Q (150678.440000 sec): 3 clusters
  Score: Raw -1137129.017294 + Penalty 3093.937729 = -1134035.079565
  nChanged 16
		SP:Iteration 159Q (150678.680000 sec): 3 clusters
  Score: Raw -1137130.736039 + Penalty 3093.937729 = -1134036.798310
  nChanged 16
		SP:Iteration 160F (150678.920000 sec): 3 clusters
  Score: Raw -1137131.994670 + Penalty 3093.937729 = -1134038.056941
  nChanged 17
		SP:Iteration 161Q (150679.210000 sec): 3 clusters
  Score: Raw -1137133.977480 + Penalty 3093.937729 = -1134040.039751
  nChanged 19
		SP:Iteration 162Q (150679.450000 sec): 3 clusters
  Score: Raw -1137135.810370 + Penalty 3093.937729 = -1134041.872641
  nChanged 19
		SP:Iteration 163Q (150679.740000 sec): 3 clusters
  Score: Raw -1137137.362319 + Penalty 3093.937729 = -1134043.424590
  nChanged 16
		SP:Iteration 164Q (150680.020000 sec): 3 clusters
  Score: Raw -1137138.306369 + Penalty 3093.937729 = -1134044.368640
  nChanged 12
		SP:Iteration 165Q (150680.280000 sec): 3 clusters
  Score: Raw -1137139.418405 + Penalty 3093.937729 = -1134045.480676
  nChanged 13
		SP:Iteration 166Q (150680.600000 sec): 3 clusters
  Score: Raw -1137141.209428 + Penalty 3093.937729 = -1134047.271698
  nChanged 18
		SP:Iteration 167Q (150680.850000 sec): 3 clusters
  Score: Raw -1137143.271539 + Penalty 3093.937729 = -1134049.333810
  nChanged 12
		SP:Iteration 168Q (150681.100000 sec): 3 clusters
  Score: Raw -1137144.300980 + Penalty 3093.937729 = -1134050.363250
  nChanged 10
		SP:Iteration 169Q (150681.310000 sec): 3 clusters
  Score: Raw -1137145.065852 + Penalty 3093.937729 = -1134051.128123
  nChanged 6
		SP:Iteration 170Q (150681.580000 sec): 3 clusters
  Score: Raw -1137145.631620 + Penalty 3093.937729 = -1134051.693891
  nChanged 9
		SP:Iteration 171Q (150681.830000 sec): 3 clusters
  Score: Raw -1137146.259075 + Penalty 3093.937729 = -1134052.321346
  nChanged 6
		SP:Iteration 172Q (150682.110000 sec): 3 clusters
  Score: Raw -1137146.571135 + Penalty 3093.937729 = -1134052.633406
  nChanged 5
		SP:Iteration 173Q (150682.350000 sec): 3 clusters
  Score: Raw -1137146.901623 + Penalty 3093.937729 = -1134052.963894
  nChanged 4
		SP:Iteration 174Q (150682.630000 sec): 3 clusters
  Score: Raw -1137147.118853 + Penalty 3093.937729 = -1134053.181123
  nChanged 6
		SP:Iteration 175Q (150682.910000 sec): 3 clusters
  Score: Raw -1137147.422660 + Penalty 3093.937729 = -1134053.484930
  nChanged 4
		SP:Iteration 176Q (150683.200000 sec): 3 clusters
  Score: Raw -1137147.587361 + Penalty 3093.937729 = -1134053.649632
  nChanged 1
		SP:Iteration 177Q (150683.480000 sec): 3 clusters
  Score: Raw -1137147.614672 + Penalty 3093.937729 = -1134053.676942
  nChanged 1
		SP:Iteration 178Q (150683.720000 sec): 3 clusters
  Score: Raw -1137147.655406 + Penalty 3093.937729 = -1134053.717676
  nChanged 1
		SP:Iteration 179Q (150684.000000 sec): 3 clusters
  Score: Raw -1137147.695581 + Penalty 3093.937729 = -1134053.757851
  nChanged 0
		SP:Iteration 180F (150684.240000 sec): 3 clusters
  Score: Raw -1137147.695581 + Penalty 3093.937729 = -1134053.757851
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (4513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150684.340000 sec): 2 clusters
  Score: Raw -381801.470006 + Penalty 1367.391577 = -380434.078429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150684.520000 sec): 3 clusters
  Score: Raw -379518.552561 + Penalty 2734.783155 = -376783.769406
  nChanged 1799
		SP:Iteration 1F (150684.700000 sec): 3 clusters
  Score: Raw -380575.039962 + Penalty 2734.783155 = -377840.256807
  nChanged 360
		SP:Iteration 2F (150684.870000 sec): 3 clusters
  Score: Raw -380790.848008 + Penalty 2734.783155 = -378056.064854
  nChanged 256
		SP:Iteration 3F (150685.050000 sec): 3 clusters
  Score: Raw -380942.562401 + Penalty 2734.783155 = -378207.779246
  nChanged 217
		SP:Iteration 4Q (150685.220000 sec): 3 clusters
  Score: Raw -381063.664921 + Penalty 2734.783155 = -378328.881766
  nChanged 166
		SP:Iteration 5Q (150685.400000 sec): 3 clusters
  Score: Raw -381149.981788 + Penalty 2734.783155 = -378415.198634
  nChanged 168
		SP:Iteration 6Q (150685.580000 sec): 3 clusters
  Score: Raw -381241.333162 + Penalty 2734.783155 = -378506.550007
  nChanged 140
		SP:Iteration 7Q (150685.750000 sec): 3 clusters
  Score: Raw -381316.410907 + Penalty 2734.783155 = -378581.627752
  nChanged 128
		SP:Iteration 8Q (150685.930000 sec): 3 clusters
  Score: Raw -381375.719366 + Penalty 2734.783155 = -378640.936211
  nChanged 130
		SP:Iteration 9Q (150686.100000 sec): 3 clusters
  Score: Raw -381436.561471 + Penalty 2734.783155 = -378701.778316
  nChanged 124
		SP:Iteration 10Q (150686.280000 sec): 3 clusters
  Score: Raw -381494.498567 + Penalty 2734.783155 = -378759.715413
  nChanged 114
		SP:Iteration 11Q (150686.460000 sec): 3 clusters
  Score: Raw -381552.170806 + Penalty 2734.783155 = -378817.387651
  nChanged 115
		SP:Iteration 12Q (150686.630000 sec): 3 clusters
  Score: Raw -381605.825319 + Penalty 2734.783155 = -378871.042164
  nChanged 112
		SP:Iteration 13Q (150686.800000 sec): 3 clusters
  Score: Raw -381660.347102 + Penalty 2734.783155 = -378925.563947
  nChanged 101
		SP:Iteration 14Q (150686.980000 sec): 3 clusters
  Score: Raw -381710.507442 + Penalty 2734.783155 = -378975.724287
  nChanged 120
		SP:Iteration 15Q (150687.160000 sec): 3 clusters
  Score: Raw -381770.845914 + Penalty 2734.783155 = -379036.062759
  nChanged 106
		SP:Iteration 16Q (150687.330000 sec): 3 clusters
  Score: Raw -381818.980442 + Penalty 2734.783155 = -379084.197287
  nChanged 89
		SP:Iteration 17Q (150687.510000 sec): 3 clusters
  Score: Raw -381860.473568 + Penalty 2734.783155 = -379125.690413
  nChanged 84
		SP:Iteration 18Q (150687.680000 sec): 3 clusters
  Score: Raw -381894.835188 + Penalty 2734.783155 = -379160.052033
  nChanged 72
		SP:Iteration 19Q (150687.860000 sec): 3 clusters
  Score: Raw -381931.915647 + Penalty 2734.783155 = -379197.132492
  nChanged 73
		SP:Iteration 20F (150688.040000 sec): 3 clusters
  Score: Raw -381967.677360 + Penalty 2734.783155 = -379232.894205
  nChanged 69
		SP:Iteration 21Q (150688.210000 sec): 3 clusters
  Score: Raw -381995.658505 + Penalty 2734.783155 = -379260.875350
  nChanged 42
		SP:Iteration 22Q (150688.390000 sec): 3 clusters
  Score: Raw -382011.561292 + Penalty 2734.783155 = -379276.778137
  nChanged 37
		SP:Iteration 23Q (150688.560000 sec): 3 clusters
  Score: Raw -382022.969401 + Penalty 2734.783155 = -379288.186246
  nChanged 27
		SP:Iteration 24Q (150688.740000 sec): 3 clusters
  Score: Raw -382031.880906 + Penalty 2734.783155 = -379297.097751
  nChanged 24
		SP:Iteration 25Q (150688.920000 sec): 3 clusters
  Score: Raw -382040.041160 + Penalty 2734.783155 = -379305.258005
  nChanged 19
		SP:Iteration 26Q (150689.090000 sec): 3 clusters
  Score: Raw -382046.716656 + Penalty 2734.783155 = -379311.933501
  nChanged 23
		SP:Iteration 27Q (150689.270000 sec): 3 clusters
  Score: Raw -382054.033165 + Penalty 2734.783155 = -379319.250010
  nChanged 14
		SP:Iteration 28Q (150689.440000 sec): 3 clusters
  Score: Raw -382060.414683 + Penalty 2734.783155 = -379325.631528
  nChanged 18
		SP:Iteration 29Q (150689.620000 sec): 3 clusters
  Score: Raw -382068.533380 + Penalty 2734.783155 = -379333.750225
  nChanged 24
		SP:Iteration 30Q (150689.800000 sec): 3 clusters
  Score: Raw -382081.398362 + Penalty 2734.783155 = -379346.615207
  nChanged 24
		SP:Iteration 31Q (150689.970000 sec): 3 clusters
  Score: Raw -382091.989640 + Penalty 2734.783155 = -379357.206485
  nChanged 18
		SP:Iteration 32Q (150690.150000 sec): 3 clusters
  Score: Raw -382100.857559 + Penalty 2734.783155 = -379366.074404
  nChanged 17
		SP:Iteration 33Q (150690.320000 sec): 3 clusters
  Score: Raw -382106.748461 + Penalty 2734.783155 = -379371.965306
  nChanged 15
		SP:Iteration 34Q (150690.500000 sec): 3 clusters
  Score: Raw -382113.912195 + Penalty 2734.783155 = -379379.129040
  nChanged 14
		SP:Iteration 35Q (150690.670000 sec): 3 clusters
  Score: Raw -382119.380656 + Penalty 2734.783155 = -379384.597501
  nChanged 17
		SP:Iteration 36Q (150690.850000 sec): 3 clusters
  Score: Raw -382125.096722 + Penalty 2734.783155 = -379390.313567
  nChanged 18
		SP:Iteration 37Q (150691.020000 sec): 3 clusters
  Score: Raw -382132.052755 + Penalty 2734.783155 = -379397.269600
  nChanged 12
		SP:Iteration 38Q (150691.200000 sec): 3 clusters
  Score: Raw -382138.429906 + Penalty 2734.783155 = -379403.646751
  nChanged 11
		SP:Iteration 39Q (150691.370000 sec): 3 clusters
  Score: Raw -382143.368890 + Penalty 2734.783155 = -379408.585735
  nChanged 12
		SP:Iteration 40F (150691.550000 sec): 3 clusters
  Score: Raw -382148.474614 + Penalty 2734.783155 = -379413.691459
  nChanged 11
		SP:Iteration 41Q (150691.720000 sec): 3 clusters
  Score: Raw -382152.816695 + Penalty 2734.783155 = -379418.033540
  nChanged 9
		SP:Iteration 42Q (150691.900000 sec): 3 clusters
  Score: Raw -382156.503384 + Penalty 2734.783155 = -379421.720229
  nChanged 6
		SP:Iteration 43Q (150692.060000 sec): 3 clusters
  Score: Raw -382158.586813 + Penalty 2734.783155 = -379423.803658
  nChanged 5
		SP:Iteration 44Q (150692.140000 sec): 3 clusters
  Score: Raw -382159.996129 + Penalty 2734.783155 = -379425.212974
  nChanged 4
		SP:Iteration 45Q (150692.230000 sec): 3 clusters
  Score: Raw -382160.988582 + Penalty 2734.783155 = -379426.205427
  nChanged 3
		SP:Iteration 46Q (150692.320000 sec): 3 clusters
  Score: Raw -382161.588921 + Penalty 2734.783155 = -379426.805766
  nChanged 2
		SP:Iteration 47Q (150692.400000 sec): 3 clusters
  Score: Raw -382161.784214 + Penalty 2734.783155 = -379427.001059
  nChanged 1
		SP:Iteration 48Q (150692.490000 sec): 3 clusters
  Score: Raw -382161.933487 + Penalty 2734.783155 = -379427.150332
  nChanged 1
		SP:Iteration 49Q (150692.580000 sec): 3 clusters
  Score: Raw -382162.689384 + Penalty 2734.783155 = -379427.906229
  nChanged 0
		SP:Iteration 50F (150692.670000 sec): 3 clusters
  Score: Raw -382162.689384 + Penalty 2734.783155 = -379427.906229
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150692.740000 sec): 2 clusters
  Score: Raw -414923.462439 + Penalty 1355.285315 = -413568.177125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150692.820000 sec): 3 clusters
  Score: Raw -412807.862535 + Penalty 2710.570629 = -410097.291906
  nChanged 1617
		SP:Iteration 1F (150692.900000 sec): 3 clusters
  Score: Raw -413669.533996 + Penalty 2710.570629 = -410958.963367
  nChanged 300
		SP:Iteration 2F (150692.980000 sec): 3 clusters
  Score: Raw -413852.443917 + Penalty 2710.570629 = -411141.873288
  nChanged 242
		SP:Iteration 3F (150693.060000 sec): 3 clusters
  Score: Raw -413998.108922 + Penalty 2710.570629 = -411287.538293
  nChanged 191
		SP:Iteration 4Q (150693.140000 sec): 3 clusters
  Score: Raw -414127.000068 + Penalty 2710.570629 = -411416.429439
  nChanged 179
		SP:Iteration 5Q (150693.220000 sec): 3 clusters
  Score: Raw -414245.056374 + Penalty 2710.570629 = -411534.485744
  nChanged 174
		SP:Iteration 6Q (150693.310000 sec): 3 clusters
  Score: Raw -414349.822015 + Penalty 2710.570629 = -411639.251386
  nChanged 169
		SP:Iteration 7Q (150693.390000 sec): 3 clusters
  Score: Raw -414469.740194 + Penalty 2710.570629 = -411759.169565
  nChanged 184
		SP:Iteration 8Q (150693.470000 sec): 3 clusters
  Score: Raw -414595.797395 + Penalty 2710.570629 = -411885.226766
  nChanged 176
		SP:Iteration 9Q (150693.560000 sec): 3 clusters
  Score: Raw -414716.683307 + Penalty 2710.570629 = -412006.112678
  nChanged 138
		SP:Iteration 10Q (150693.630000 sec): 3 clusters
  Score: Raw -414815.440700 + Penalty 2710.570629 = -412104.870071
  nChanged 128
		SP:Iteration 11Q (150693.710000 sec): 3 clusters
  Score: Raw -414912.941393 + Penalty 2710.570629 = -412202.370764
  nChanged 111
		SP:Iteration 12Q (150693.780000 sec): 3 clusters
  Score: Raw -414992.806293 + Penalty 2710.570629 = -412282.235664
  nChanged 102
		SP:Iteration 13Q (150693.860000 sec): 3 clusters
  Score: Raw -415067.202287 + Penalty 2710.570629 = -412356.631658
  nChanged 70
		SP:Iteration 14Q (150693.930000 sec): 3 clusters
  Score: Raw -415111.203266 + Penalty 2710.570629 = -412400.632637
  nChanged 66
		SP:Iteration 15Q (150694.010000 sec): 3 clusters
  Score: Raw -415158.903302 + Penalty 2710.570629 = -412448.332673
  nChanged 57
		SP:Iteration 16Q (150694.080000 sec): 3 clusters
  Score: Raw -415195.177250 + Penalty 2710.570629 = -412484.606621
  nChanged 54
		SP:Iteration 17Q (150694.160000 sec): 3 clusters
  Score: Raw -415236.773252 + Penalty 2710.570629 = -412526.202623
  nChanged 47
		SP:Iteration 18Q (150694.240000 sec): 3 clusters
  Score: Raw -415265.437234 + Penalty 2710.570629 = -412554.866605
  nChanged 29
		SP:Iteration 19Q (150694.310000 sec): 3 clusters
  Score: Raw -415281.694278 + Penalty 2710.570629 = -412571.123648
  nChanged 20
		SP:Iteration 20F (150694.380000 sec): 3 clusters
  Score: Raw -415291.769980 + Penalty 2710.570629 = -412581.199350
  nChanged 12
		SP:Iteration 21Q (150694.460000 sec): 3 clusters
  Score: Raw -415297.019639 + Penalty 2710.570629 = -412586.449010
  nChanged 9
		SP:Iteration 22Q (150694.540000 sec): 3 clusters
  Score: Raw -415299.607573 + Penalty 2710.570629 = -412589.036943
  nChanged 7
		SP:Iteration 23Q (150694.620000 sec): 3 clusters
  Score: Raw -415301.588385 + Penalty 2710.570629 = -412591.017755
  nChanged 5
		SP:Iteration 24Q (150694.690000 sec): 3 clusters
  Score: Raw -415304.187177 + Penalty 2710.570629 = -412593.616548
  nChanged 4
		SP:Iteration 25Q (150694.880000 sec): 3 clusters
  Score: Raw -415304.988447 + Penalty 2710.570629 = -412594.417818
  nChanged 0
		SP:Iteration 26F (150695.060000 sec): 3 clusters
  Score: Raw -415304.988447 + Penalty 2710.570629 = -412594.417818
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (7731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150695.160000 sec): 2 clusters
  Score: Raw -710197.434332 + Penalty 1454.861444 = -708742.572889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150695.360000 sec): 3 clusters
  Score: Raw -705920.781773 + Penalty 2909.722887 = -703011.058886
  nChanged 3263
		SP:Iteration 1F (150695.560000 sec): 3 clusters
  Score: Raw -707704.110271 + Penalty 2909.722887 = -704794.387383
  nChanged 588
		SP:Iteration 2F (150695.760000 sec): 3 clusters
  Score: Raw -708034.801537 + Penalty 2909.722887 = -705125.078649
  nChanged 518
		SP:Iteration 3F (150695.960000 sec): 3 clusters
  Score: Raw -708333.449182 + Penalty 2909.722887 = -705423.726295
  nChanged 451
		SP:Iteration 4F (150696.150000 sec): 3 clusters
  Score: Raw -708568.022330 + Penalty 2909.722887 = -705658.299443
  nChanged 387
		SP:Iteration 5F (150696.270000 sec): 3 clusters
  Score: Raw -708788.370668 + Penalty 2909.722887 = -705878.647781
  nChanged 352
		SP:Iteration 6Q (150696.480000 sec): 3 clusters
  Score: Raw -708980.589819 + Penalty 2909.722887 = -706070.866932
  nChanged 312
		SP:Iteration 7Q (150696.680000 sec): 3 clusters
  Score: Raw -709161.395542 + Penalty 2909.722887 = -706251.672655
  nChanged 303
		SP:Iteration 8Q (150696.880000 sec): 3 clusters
  Score: Raw -709349.138252 + Penalty 2909.722887 = -706439.415365
  nChanged 291
		SP:Iteration 9Q (150697.090000 sec): 3 clusters
  Score: Raw -709539.590192 + Penalty 2909.722887 = -706629.867305
  nChanged 273
		SP:Iteration 10Q (150697.290000 sec): 3 clusters
  Score: Raw -709698.207910 + Penalty 2909.722887 = -706788.485023
  nChanged 236
		SP:Iteration 11Q (150697.410000 sec): 3 clusters
  Score: Raw -709853.075403 + Penalty 2909.722887 = -706943.352516
  nChanged 208
		SP:Iteration 12Q (150697.550000 sec): 3 clusters
  Score: Raw -709985.426410 + Penalty 2909.722887 = -707075.703523
  nChanged 168
		SP:Iteration 13Q (150697.680000 sec): 3 clusters
  Score: Raw -710090.145740 + Penalty 2909.722887 = -707180.422852
  nChanged 150
		SP:Iteration 14Q (150697.890000 sec): 3 clusters
  Score: Raw -710180.861396 + Penalty 2909.722887 = -707271.138508
  nChanged 99
		SP:Iteration 15Q (150698.100000 sec): 3 clusters
  Score: Raw -710234.647577 + Penalty 2909.722887 = -707324.924690
  nChanged 77
		SP:Iteration 16Q (150698.300000 sec): 3 clusters
  Score: Raw -710274.840687 + Penalty 2909.722887 = -707365.117800
  nChanged 58
		SP:Iteration 17Q (150698.500000 sec): 3 clusters
  Score: Raw -710309.576920 + Penalty 2909.722887 = -707399.854033
  nChanged 45
		SP:Iteration 18Q (150698.700000 sec): 3 clusters
  Score: Raw -710333.553452 + Penalty 2909.722887 = -707423.830564
  nChanged 29
		SP:Iteration 19Q (150698.900000 sec): 3 clusters
  Score: Raw -710349.375862 + Penalty 2909.722887 = -707439.652975
  nChanged 23
		SP:Iteration 20F (150699.110000 sec): 3 clusters
  Score: Raw -710362.357113 + Penalty 2909.722887 = -707452.634226
  nChanged 23
		SP:Iteration 21Q (150699.310000 sec): 3 clusters
  Score: Raw -710376.048784 + Penalty 2909.722887 = -707466.325897
  nChanged 20
		SP:Iteration 22Q (150699.520000 sec): 3 clusters
  Score: Raw -710388.395177 + Penalty 2909.722887 = -707478.672290
  nChanged 17
		SP:Iteration 23Q (150699.720000 sec): 3 clusters
  Score: Raw -710399.945508 + Penalty 2909.722887 = -707490.222621
  nChanged 18
		SP:Iteration 24Q (150699.920000 sec): 3 clusters
  Score: Raw -710409.484287 + Penalty 2909.722887 = -707499.761400
  nChanged 12
		SP:Iteration 25Q (150700.120000 sec): 3 clusters
  Score: Raw -710418.022705 + Penalty 2909.722887 = -707508.299818
  nChanged 14
		SP:Iteration 26Q (150700.320000 sec): 3 clusters
  Score: Raw -710428.745959 + Penalty 2909.722887 = -707519.023072
  nChanged 15
		SP:Iteration 27Q (150700.570000 sec): 3 clusters
  Score: Raw -710440.127381 + Penalty 2909.722887 = -707530.404493
  nChanged 7
		SP:Iteration 28Q (150700.730000 sec): 3 clusters
  Score: Raw -710444.734878 + Penalty 2909.722887 = -707535.011991
  nChanged 8
		SP:Iteration 29Q (150700.930000 sec): 3 clusters
  Score: Raw -710448.948560 + Penalty 2909.722887 = -707539.225673
  nChanged 9
		SP:Iteration 30Q (150701.140000 sec): 3 clusters
  Score: Raw -710458.102545 + Penalty 2909.722887 = -707548.379657
  nChanged 6
		SP:Iteration 31Q (150701.340000 sec): 3 clusters
  Score: Raw -710462.014145 + Penalty 2909.722887 = -707552.291258
  nChanged 8
		SP:Iteration 32Q (150701.540000 sec): 3 clusters
  Score: Raw -710467.381499 + Penalty 2909.722887 = -707557.658612
  nChanged 3
		SP:Iteration 33Q (150701.740000 sec): 3 clusters
  Score: Raw -710469.711549 + Penalty 2909.722887 = -707559.988662
  nChanged 6
		SP:Iteration 34Q (150701.950000 sec): 3 clusters
  Score: Raw -710473.364950 + Penalty 2909.722887 = -707563.642063
  nChanged 5
		SP:Iteration 35Q (150702.150000 sec): 3 clusters
  Score: Raw -710477.778084 + Penalty 2909.722887 = -707568.055196
  nChanged 1
		SP:Iteration 36Q (150702.350000 sec): 3 clusters
  Score: Raw -710477.990673 + Penalty 2909.722887 = -707568.267786
  nChanged 1
		SP:Iteration 37Q (150702.560000 sec): 3 clusters
  Score: Raw -710478.143002 + Penalty 2909.722887 = -707568.420115
  nChanged 0
		SP:Iteration 38F (150702.760000 sec): 3 clusters
  Score: Raw -710478.143002 + Penalty 2909.722887 = -707568.420115
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (7092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150702.860000 sec): 2 clusters
  Score: Raw -617507.247667 + Penalty 1440.842433 = -616066.405233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150703.080000 sec): 3 clusters
  Score: Raw -613660.593570 + Penalty 2881.684867 = -610778.908703
  nChanged 2939
		SP:Iteration 1F (150703.280000 sec): 3 clusters
  Score: Raw -615564.626376 + Penalty 2881.684867 = -612682.941509
  nChanged 714
		SP:Iteration 2F (150703.480000 sec): 3 clusters
  Score: Raw -616249.787675 + Penalty 2881.684867 = -613368.102808
  nChanged 567
		SP:Iteration 3F (150703.690000 sec): 3 clusters
  Score: Raw -616685.780172 + Penalty 2881.684867 = -613804.095305
  nChanged 445
		SP:Iteration 4F (150703.890000 sec): 3 clusters
  Score: Raw -617004.687308 + Penalty 2881.684867 = -614123.002441
  nChanged 323
		SP:Iteration 5Q (150704.090000 sec): 3 clusters
  Score: Raw -617177.740487 + Penalty 2881.684867 = -614296.055620
  nChanged 213
		SP:Iteration 6Q (150704.300000 sec): 3 clusters
  Score: Raw -617279.416903 + Penalty 2881.684867 = -614397.732036
  nChanged 171
		SP:Iteration 7Q (150704.500000 sec): 3 clusters
  Score: Raw -617359.863912 + Penalty 2881.684867 = -614478.179045
  nChanged 165
		SP:Iteration 8Q (150704.700000 sec): 3 clusters
  Score: Raw -617437.216371 + Penalty 2881.684867 = -614555.531504
  nChanged 141
		SP:Iteration 9Q (150704.900000 sec): 3 clusters
  Score: Raw -617503.832646 + Penalty 2881.684867 = -614622.147779
  nChanged 125
		SP:Iteration 10Q (150705.110000 sec): 3 clusters
  Score: Raw -617569.347330 + Penalty 2881.684867 = -614687.662463
  nChanged 114
		SP:Iteration 11Q (150705.270000 sec): 3 clusters
  Score: Raw -617629.730124 + Penalty 2881.684867 = -614748.045257
  nChanged 105
		SP:Iteration 12Q (150705.470000 sec): 3 clusters
  Score: Raw -617691.829639 + Penalty 2881.684867 = -614810.144772
  nChanged 101
		SP:Iteration 13Q (150705.670000 sec): 3 clusters
  Score: Raw -617739.003958 + Penalty 2881.684867 = -614857.319091
  nChanged 81
		SP:Iteration 14Q (150705.880000 sec): 3 clusters
  Score: Raw -617769.546117 + Penalty 2881.684867 = -614887.861251
  nChanged 68
		SP:Iteration 15Q (150706.080000 sec): 3 clusters
  Score: Raw -617797.317355 + Penalty 2881.684867 = -614915.632488
  nChanged 68
		SP:Iteration 16Q (150706.290000 sec): 3 clusters
  Score: Raw -617827.182391 + Penalty 2881.684867 = -614945.497524
  nChanged 65
		SP:Iteration 17Q (150706.490000 sec): 3 clusters
  Score: Raw -617850.289110 + Penalty 2881.684867 = -614968.604243
  nChanged 43
		SP:Iteration 18Q (150706.690000 sec): 3 clusters
  Score: Raw -617864.126878 + Penalty 2881.684867 = -614982.442012
  nChanged 31
		SP:Iteration 19Q (150706.900000 sec): 3 clusters
  Score: Raw -617873.482572 + Penalty 2881.684867 = -614991.797705
  nChanged 27
		SP:Iteration 20F (150707.110000 sec): 3 clusters
  Score: Raw -617883.518522 + Penalty 2881.684867 = -615001.833655
  nChanged 30
		SP:Iteration 21Q (150707.310000 sec): 3 clusters
  Score: Raw -617891.304654 + Penalty 2881.684867 = -615009.619787
  nChanged 23
		SP:Iteration 22Q (150707.520000 sec): 3 clusters
  Score: Raw -617896.146768 + Penalty 2881.684867 = -615014.461901
  nChanged 15
		SP:Iteration 23Q (150707.730000 sec): 3 clusters
  Score: Raw -617900.298655 + Penalty 2881.684867 = -615018.613788
  nChanged 22
		SP:Iteration 24Q (150707.930000 sec): 3 clusters
  Score: Raw -617907.339867 + Penalty 2881.684867 = -615025.655000
  nChanged 19
		SP:Iteration 25Q (150708.140000 sec): 3 clusters
  Score: Raw -617913.170387 + Penalty 2881.684867 = -615031.485520
  nChanged 18
		SP:Iteration 26Q (150708.350000 sec): 3 clusters
  Score: Raw -617920.445255 + Penalty 2881.684867 = -615038.760388
  nChanged 27
		SP:Iteration 27Q (150708.550000 sec): 3 clusters
  Score: Raw -617928.690620 + Penalty 2881.684867 = -615047.005753
  nChanged 27
		SP:Iteration 28Q (150708.760000 sec): 3 clusters
  Score: Raw -617937.342319 + Penalty 2881.684867 = -615055.657452
  nChanged 29
		SP:Iteration 29Q (150708.970000 sec): 3 clusters
  Score: Raw -617952.298649 + Penalty 2881.684867 = -615070.613782
  nChanged 36
		SP:Iteration 30Q (150709.170000 sec): 3 clusters
  Score: Raw -617969.457455 + Penalty 2881.684867 = -615087.772589
  nChanged 39
		SP:Iteration 31Q (150709.370000 sec): 3 clusters
  Score: Raw -617982.588995 + Penalty 2881.684867 = -615100.904129
  nChanged 32
		SP:Iteration 32Q (150709.570000 sec): 3 clusters
  Score: Raw -617994.150876 + Penalty 2881.684867 = -615112.466010
  nChanged 33
		SP:Iteration 33Q (150709.760000 sec): 3 clusters
  Score: Raw -618004.348888 + Penalty 2881.684867 = -615122.664021
  nChanged 26
		SP:Iteration 34Q (150709.880000 sec): 3 clusters
  Score: Raw -618013.906205 + Penalty 2881.684867 = -615132.221338
  nChanged 20
		SP:Iteration 35Q (150710.000000 sec): 3 clusters
  Score: Raw -618020.018797 + Penalty 2881.684867 = -615138.333930
  nChanged 16
		SP:Iteration 36Q (150710.110000 sec): 3 clusters
  Score: Raw -618026.521629 + Penalty 2881.684867 = -615144.836762
  nChanged 24
		SP:Iteration 37Q (150710.280000 sec): 3 clusters
  Score: Raw -618034.353199 + Penalty 2881.684867 = -615152.668332
  nChanged 27
		SP:Iteration 38Q (150710.390000 sec): 3 clusters
  Score: Raw -618042.029027 + Penalty 2881.684867 = -615160.344160
  nChanged 15
		SP:Iteration 39Q (150710.570000 sec): 3 clusters
  Score: Raw -618047.549147 + Penalty 2881.684867 = -615165.864280
  nChanged 17
		SP:Iteration 40F (150710.780000 sec): 3 clusters
  Score: Raw -618053.097729 + Penalty 2881.684867 = -615171.412862
  nChanged 17
		SP:Iteration 41Q (150710.980000 sec): 3 clusters
  Score: Raw -618057.817265 + Penalty 2881.684867 = -615176.132398
  nChanged 21
		SP:Iteration 42Q (150711.190000 sec): 3 clusters
  Score: Raw -618064.910700 + Penalty 2881.684867 = -615183.225833
  nChanged 25
		SP:Iteration 43Q (150711.390000 sec): 3 clusters
  Score: Raw -618072.069857 + Penalty 2881.684867 = -615190.384990
  nChanged 20
		SP:Iteration 44Q (150711.590000 sec): 3 clusters
  Score: Raw -618078.718588 + Penalty 2881.684867 = -615197.033721
  nChanged 22
		SP:Iteration 45Q (150711.800000 sec): 3 clusters
  Score: Raw -618086.769112 + Penalty 2881.684867 = -615205.084245
  nChanged 22
		SP:Iteration 46Q (150712.030000 sec): 3 clusters
  Score: Raw -618096.469942 + Penalty 2881.684867 = -615214.785075
  nChanged 24
		SP:Iteration 47Q (150712.200000 sec): 3 clusters
  Score: Raw -618107.075427 + Penalty 2881.684867 = -615225.390560
  nChanged 27
		SP:Iteration 48Q (150712.410000 sec): 3 clusters
  Score: Raw -618116.096442 + Penalty 2881.684867 = -615234.411575
  nChanged 10
		SP:Iteration 49Q (150712.610000 sec): 3 clusters
  Score: Raw -618118.854629 + Penalty 2881.684867 = -615237.169762
  nChanged 11
		SP:Iteration 50Q (150712.820000 sec): 3 clusters
  Score: Raw -618121.759728 + Penalty 2881.684867 = -615240.074862
  nChanged 5
		SP:Iteration 51Q (150713.020000 sec): 3 clusters
  Score: Raw -618122.633598 + Penalty 2881.684867 = -615240.948731
  nChanged 5
		SP:Iteration 52Q (150713.230000 sec): 3 clusters
  Score: Raw -618123.415311 + Penalty 2881.684867 = -615241.730444
  nChanged 4
		SP:Iteration 53Q (150713.430000 sec): 3 clusters
  Score: Raw -618124.610573 + Penalty 2881.684867 = -615242.925706
  nChanged 7
		SP:Iteration 54Q (150713.630000 sec): 3 clusters
  Score: Raw -618126.154631 + Penalty 2881.684867 = -615244.469764
  nChanged 6
		SP:Iteration 55Q (150713.840000 sec): 3 clusters
  Score: Raw -618127.781643 + Penalty 2881.684867 = -615246.096776
  nChanged 3
		SP:Iteration 56Q (150714.040000 sec): 3 clusters
  Score: Raw -618128.139964 + Penalty 2881.684867 = -615246.455097
  nChanged 1
		SP:Iteration 57Q (150714.150000 sec): 3 clusters
  Score: Raw -618128.405368 + Penalty 2881.684867 = -615246.720501
  nChanged 2
		SP:Iteration 58Q (150714.380000 sec): 3 clusters
  Score: Raw -618129.156938 + Penalty 2881.684867 = -615247.472071
  nChanged 3
		SP:Iteration 59Q (150714.540000 sec): 3 clusters
  Score: Raw -618129.734368 + Penalty 2881.684867 = -615248.049501
  nChanged 2
		SP:Iteration 60F (150714.740000 sec): 3 clusters
  Score: Raw -618129.941992 + Penalty 2881.684867 = -615248.257125
  nChanged 2
		SP:Iteration 61Q (150714.950000 sec): 3 clusters
  Score: Raw -618130.682108 + Penalty 2881.684867 = -615248.997241
  nChanged 2
		SP:Iteration 62Q (150715.160000 sec): 3 clusters
  Score: Raw -618131.090918 + Penalty 2881.684867 = -615249.406051
  nChanged 3
		SP:Iteration 63Q (150715.360000 sec): 3 clusters
  Score: Raw -618132.137609 + Penalty 2881.684867 = -615250.452742
  nChanged 6
		SP:Iteration 64Q (150715.560000 sec): 3 clusters
  Score: Raw -618133.599839 + Penalty 2881.684867 = -615251.914972
  nChanged 4
		SP:Iteration 65Q (150715.770000 sec): 3 clusters
  Score: Raw -618134.056818 + Penalty 2881.684867 = -615252.371951
  nChanged 4
		SP:Iteration 66Q (150715.970000 sec): 3 clusters
  Score: Raw -618134.565606 + Penalty 2881.684867 = -615252.880739
  nChanged 1
		SP:Iteration 67Q (150716.160000 sec): 3 clusters
  Score: Raw -618134.808475 + Penalty 2881.684867 = -615253.123608
  nChanged 2
		SP:Iteration 68Q (150716.360000 sec): 3 clusters
  Score: Raw -618135.164443 + Penalty 2881.684867 = -615253.479576
  nChanged 1
		SP:Iteration 69Q (150716.550000 sec): 3 clusters
  Score: Raw -618135.362146 + Penalty 2881.684867 = -615253.677279
  nChanged 2
		SP:Iteration 70Q (150716.790000 sec): 3 clusters
  Score: Raw -618135.697542 + Penalty 2881.684867 = -615254.012675
  nChanged 1
		SP:Iteration 71Q (150716.950000 sec): 3 clusters
  Score: Raw -618136.051402 + Penalty 2881.684867 = -615254.366535
  nChanged 0
		SP:Iteration 72F (150717.140000 sec): 3 clusters
  Score: Raw -618136.051402 + Penalty 2881.684867 = -615254.366535
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150717.240000 sec): 2 clusters
  Score: Raw -293214.814710 + Penalty 1320.415036 = -291894.399675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150717.400000 sec): 3 clusters
  Score: Raw -291648.282156 + Penalty 2640.830071 = -289007.452084
  nChanged 1290
		SP:Iteration 1F (150717.560000 sec): 3 clusters
  Score: Raw -292536.383224 + Penalty 2640.830071 = -289895.553153
  nChanged 292
		SP:Iteration 2F (150717.720000 sec): 3 clusters
  Score: Raw -292791.347681 + Penalty 2640.830071 = -290150.517610
  nChanged 230
		SP:Iteration 3F (150717.880000 sec): 3 clusters
  Score: Raw -292985.542860 + Penalty 2640.830071 = -290344.712789
  nChanged 169
		SP:Iteration 4Q (150718.040000 sec): 3 clusters
  Score: Raw -293110.350662 + Penalty 2640.830071 = -290469.520591
  nChanged 134
		SP:Iteration 5Q (150718.200000 sec): 3 clusters
  Score: Raw -293218.296691 + Penalty 2640.830071 = -290577.466619
  nChanged 126
		SP:Iteration 6Q (150718.360000 sec): 3 clusters
  Score: Raw -293318.703003 + Penalty 2640.830071 = -290677.872932
  nChanged 135
		SP:Iteration 7Q (150718.520000 sec): 3 clusters
  Score: Raw -293445.625520 + Penalty 2640.830071 = -290804.795449
  nChanged 126
		SP:Iteration 8Q (150718.700000 sec): 3 clusters
  Score: Raw -293575.547649 + Penalty 2640.830071 = -290934.717578
  nChanged 118
		SP:Iteration 9Q (150718.880000 sec): 3 clusters
  Score: Raw -293663.936240 + Penalty 2640.830071 = -291023.106169
  nChanged 100
		SP:Iteration 10Q (150719.050000 sec): 3 clusters
  Score: Raw -293733.384227 + Penalty 2640.830071 = -291092.554156
  nChanged 90
		SP:Iteration 11Q (150719.230000 sec): 3 clusters
  Score: Raw -293797.453421 + Penalty 2640.830071 = -291156.623350
  nChanged 71
		SP:Iteration 12Q (150719.400000 sec): 3 clusters
  Score: Raw -293847.872090 + Penalty 2640.830071 = -291207.042019
  nChanged 60
		SP:Iteration 13Q (150719.580000 sec): 3 clusters
  Score: Raw -293893.007479 + Penalty 2640.830071 = -291252.177407
  nChanged 56
		SP:Iteration 14Q (150719.750000 sec): 3 clusters
  Score: Raw -293937.752583 + Penalty 2640.830071 = -291296.922512
  nChanged 39
		SP:Iteration 15Q (150719.930000 sec): 3 clusters
  Score: Raw -293969.508620 + Penalty 2640.830071 = -291328.678549
  nChanged 34
		SP:Iteration 16Q (150720.100000 sec): 3 clusters
  Score: Raw -293987.393340 + Penalty 2640.830071 = -291346.563268
  nChanged 21
		SP:Iteration 17Q (150720.250000 sec): 3 clusters
  Score: Raw -293995.743450 + Penalty 2640.830071 = -291354.913379
  nChanged 12
		SP:Iteration 18Q (150720.320000 sec): 3 clusters
  Score: Raw -294000.664867 + Penalty 2640.830071 = -291359.834796
  nChanged 8
		SP:Iteration 19Q (150720.380000 sec): 3 clusters
  Score: Raw -294003.314374 + Penalty 2640.830071 = -291362.484302
  nChanged 5
		SP:Iteration 20F (150720.450000 sec): 3 clusters
  Score: Raw -294005.130257 + Penalty 2640.830071 = -291364.300186
  nChanged 7
		SP:Iteration 21Q (150720.520000 sec): 3 clusters
  Score: Raw -294007.025867 + Penalty 2640.830071 = -291366.195796
  nChanged 7
		SP:Iteration 22Q (150720.580000 sec): 3 clusters
  Score: Raw -294010.305398 + Penalty 2640.830071 = -291369.475327
  nChanged 11
		SP:Iteration 23Q (150720.640000 sec): 3 clusters
  Score: Raw -294014.064945 + Penalty 2640.830071 = -291373.234874
  nChanged 4
		SP:Iteration 24Q (150720.710000 sec): 3 clusters
  Score: Raw -294015.393330 + Penalty 2640.830071 = -291374.563259
  nChanged 3
		SP:Iteration 25Q (150720.780000 sec): 3 clusters
  Score: Raw -294016.443559 + Penalty 2640.830071 = -291375.613487
  nChanged 0
		SP:Iteration 26F (150720.840000 sec): 3 clusters
  Score: Raw -294016.443559 + Penalty 2640.830071 = -291375.613487
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (3114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150720.900000 sec): 2 clusters
  Score: Raw -223131.905050 + Penalty 1307.095295 = -221824.809756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150720.960000 sec): 3 clusters
  Score: Raw -221677.202471 + Penalty 2614.190590 = -219063.011882
  nChanged 1170
		SP:Iteration 1F (150721.020000 sec): 3 clusters
  Score: Raw -222452.850742 + Penalty 2614.190590 = -219838.660152
  nChanged 272
		SP:Iteration 2F (150721.080000 sec): 3 clusters
  Score: Raw -222687.951513 + Penalty 2614.190590 = -220073.760924
  nChanged 218
		SP:Iteration 3F (150721.150000 sec): 3 clusters
  Score: Raw -222884.904198 + Penalty 2614.190590 = -220270.713608
  nChanged 176
		SP:Iteration 4F (150721.210000 sec): 3 clusters
  Score: Raw -223033.670629 + Penalty 2614.190590 = -220419.480040
  nChanged 159
		SP:Iteration 5F (150721.270000 sec): 3 clusters
  Score: Raw -223170.576002 + Penalty 2614.190590 = -220556.385412
  nChanged 134
		SP:Iteration 6Q (150721.330000 sec): 3 clusters
  Score: Raw -223266.348546 + Penalty 2614.190590 = -220652.157957
  nChanged 115
		SP:Iteration 7Q (150721.390000 sec): 3 clusters
  Score: Raw -223349.609375 + Penalty 2614.190590 = -220735.418786
  nChanged 92
		SP:Iteration 8Q (150721.450000 sec): 3 clusters
  Score: Raw -223418.119260 + Penalty 2614.190590 = -220803.928671
  nChanged 75
		SP:Iteration 9Q (150721.510000 sec): 3 clusters
  Score: Raw -223468.945220 + Penalty 2614.190590 = -220854.754630
  nChanged 62
		SP:Iteration 10Q (150721.570000 sec): 3 clusters
  Score: Raw -223502.393580 + Penalty 2614.190590 = -220888.202990
  nChanged 50
		SP:Iteration 11Q (150721.640000 sec): 3 clusters
  Score: Raw -223526.509404 + Penalty 2614.190590 = -220912.318815
  nChanged 39
		SP:Iteration 12Q (150721.700000 sec): 3 clusters
  Score: Raw -223549.091368 + Penalty 2614.190590 = -220934.900778
  nChanged 36
		SP:Iteration 13Q (150721.760000 sec): 3 clusters
  Score: Raw -223565.882755 + Penalty 2614.190590 = -220951.692165
  nChanged 33
		SP:Iteration 14Q (150721.820000 sec): 3 clusters
  Score: Raw -223579.717356 + Penalty 2614.190590 = -220965.526766
  nChanged 27
		SP:Iteration 15Q (150721.880000 sec): 3 clusters
  Score: Raw -223595.501524 + Penalty 2614.190590 = -220981.310935
  nChanged 28
		SP:Iteration 16Q (150721.940000 sec): 3 clusters
  Score: Raw -223604.725134 + Penalty 2614.190590 = -220990.534545
  nChanged 14
		SP:Iteration 17Q (150722.000000 sec): 3 clusters
  Score: Raw -223610.768605 + Penalty 2614.190590 = -220996.578015
  nChanged 13
		SP:Iteration 18Q (150722.060000 sec): 3 clusters
  Score: Raw -223615.633928 + Penalty 2614.190590 = -221001.443339
  nChanged 4
		SP:Iteration 19Q (150722.120000 sec): 3 clusters
  Score: Raw -223619.312437 + Penalty 2614.190590 = -221005.121847
  nChanged 7
		SP:Iteration 20F (150722.180000 sec): 3 clusters
  Score: Raw -223621.991502 + Penalty 2614.190590 = -221007.800913
  nChanged 8
		SP:Iteration 21Q (150722.360000 sec): 3 clusters
  Score: Raw -223625.710422 + Penalty 2614.190590 = -221011.519833
  nChanged 8
		SP:Iteration 22Q (150722.530000 sec): 3 clusters
  Score: Raw -223629.240910 + Penalty 2614.190590 = -221015.050320
  nChanged 6
		SP:Iteration 23Q (150722.700000 sec): 3 clusters
  Score: Raw -223631.754011 + Penalty 2614.190590 = -221017.563421
  nChanged 6
		SP:Iteration 24Q (150722.880000 sec): 3 clusters
  Score: Raw -223633.355987 + Penalty 2614.190590 = -221019.165397
  nChanged 6
		SP:Iteration 25Q (150723.060000 sec): 3 clusters
  Score: Raw -223635.174683 + Penalty 2614.190590 = -221020.984094
  nChanged 5
		SP:Iteration 26Q (150723.240000 sec): 3 clusters
  Score: Raw -223636.596550 + Penalty 2614.190590 = -221022.405960
  nChanged 5
		SP:Iteration 27Q (150723.410000 sec): 3 clusters
  Score: Raw -223637.709289 + Penalty 2614.190590 = -221023.518700
  nChanged 4
		SP:Iteration 28Q (150723.590000 sec): 3 clusters
  Score: Raw -223638.917867 + Penalty 2614.190590 = -221024.727278
  nChanged 3
		SP:Iteration 29Q (150723.760000 sec): 3 clusters
  Score: Raw -223639.564307 + Penalty 2614.190590 = -221025.373717
  nChanged 2
		SP:Iteration 30Q (150723.940000 sec): 3 clusters
  Score: Raw -223640.101883 + Penalty 2614.190590 = -221025.911293
  nChanged 1
		SP:Iteration 31Q (150724.110000 sec): 3 clusters
  Score: Raw -223640.273266 + Penalty 2614.190590 = -221026.082676
  nChanged 1
		SP:Iteration 32Q (150724.290000 sec): 3 clusters
  Score: Raw -223640.630941 + Penalty 2614.190590 = -221026.440352
  nChanged 2
		SP:Iteration 33Q (150724.460000 sec): 3 clusters
  Score: Raw -223641.013888 + Penalty 2614.190590 = -221026.823299
  nChanged 1
		SP:Iteration 34Q (150724.640000 sec): 3 clusters
  Score: Raw -223641.191195 + Penalty 2614.190590 = -221027.000605
  nChanged 0
		SP:Iteration 35F (150724.820000 sec): 3 clusters
  Score: Raw -223641.191195 + Penalty 2614.190590 = -221027.000605
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (4472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150724.910000 sec): 2 clusters
  Score: Raw -308327.315568 + Penalty 1365.908540 = -306961.407028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150725.090000 sec): 3 clusters
  Score: Raw -306064.138696 + Penalty 2731.817080 = -303332.321616
  nChanged 1817
		SP:Iteration 1F (150725.260000 sec): 3 clusters
  Score: Raw -307305.166952 + Penalty 2731.817080 = -304573.349872
  nChanged 426
		SP:Iteration 2F (150725.440000 sec): 3 clusters
  Score: Raw -307655.891646 + Penalty 2731.817080 = -304924.074567
  nChanged 321
		SP:Iteration 3F (150725.620000 sec): 3 clusters
  Score: Raw -307910.921458 + Penalty 2731.817080 = -305179.104378
  nChanged 253
		SP:Iteration 4F (150725.790000 sec): 3 clusters
  Score: Raw -308081.494262 + Penalty 2731.817080 = -305349.677182
  nChanged 188
		SP:Iteration 5Q (150725.970000 sec): 3 clusters
  Score: Raw -308209.874550 + Penalty 2731.817080 = -305478.057470
  nChanged 157
		SP:Iteration 6Q (150726.140000 sec): 3 clusters
  Score: Raw -308307.524689 + Penalty 2731.817080 = -305575.707609
  nChanged 131
		SP:Iteration 7Q (150726.320000 sec): 3 clusters
  Score: Raw -308390.423393 + Penalty 2731.817080 = -305658.606313
  nChanged 111
		SP:Iteration 8Q (150726.520000 sec): 3 clusters
  Score: Raw -308440.197284 + Penalty 2731.817080 = -305708.380204
  nChanged 88
		SP:Iteration 9Q (150726.710000 sec): 3 clusters
  Score: Raw -308490.154076 + Penalty 2731.817080 = -305758.336997
  nChanged 77
		SP:Iteration 10Q (150726.890000 sec): 3 clusters
  Score: Raw -308524.642251 + Penalty 2731.817080 = -305792.825171
  nChanged 61
		SP:Iteration 11Q (150727.060000 sec): 3 clusters
  Score: Raw -308546.580219 + Penalty 2731.817080 = -305814.763139
  nChanged 47
		SP:Iteration 12Q (150727.240000 sec): 3 clusters
  Score: Raw -308567.373807 + Penalty 2731.817080 = -305835.556727
  nChanged 39
		SP:Iteration 13Q (150727.400000 sec): 3 clusters
  Score: Raw -308584.892072 + Penalty 2731.817080 = -305853.074992
  nChanged 52
		SP:Iteration 14Q (150727.560000 sec): 3 clusters
  Score: Raw -308609.614902 + Penalty 2731.817080 = -305877.797822
  nChanged 50
		SP:Iteration 15Q (150727.730000 sec): 3 clusters
  Score: Raw -308630.121480 + Penalty 2731.817080 = -305898.304400
  nChanged 34
		SP:Iteration 16Q (150727.890000 sec): 3 clusters
  Score: Raw -308639.759067 + Penalty 2731.817080 = -305907.941988
  nChanged 25
		SP:Iteration 17Q (150728.050000 sec): 3 clusters
  Score: Raw -308648.640823 + Penalty 2731.817080 = -305916.823743
  nChanged 18
		SP:Iteration 18Q (150728.220000 sec): 3 clusters
  Score: Raw -308656.295226 + Penalty 2731.817080 = -305924.478146
  nChanged 28
		SP:Iteration 19Q (150728.380000 sec): 3 clusters
  Score: Raw -308668.088708 + Penalty 2731.817080 = -305936.271628
  nChanged 31
		SP:Iteration 20F (150728.540000 sec): 3 clusters
  Score: Raw -308679.139165 + Penalty 2731.817080 = -305947.322085
  nChanged 28
		SP:Iteration 21Q (150728.700000 sec): 3 clusters
  Score: Raw -308686.809976 + Penalty 2731.817080 = -305954.992896
  nChanged 26
		SP:Iteration 22Q (150728.860000 sec): 3 clusters
  Score: Raw -308696.554217 + Penalty 2731.817080 = -305964.737137
  nChanged 26
		SP:Iteration 23Q (150729.020000 sec): 3 clusters
  Score: Raw -308707.771437 + Penalty 2731.817080 = -305975.954357
  nChanged 34
		SP:Iteration 24Q (150729.180000 sec): 3 clusters
  Score: Raw -308719.313302 + Penalty 2731.817080 = -305987.496222
  nChanged 27
		SP:Iteration 25Q (150729.340000 sec): 3 clusters
  Score: Raw -308727.228966 + Penalty 2731.817080 = -305995.411886
  nChanged 20
		SP:Iteration 26Q (150729.500000 sec): 3 clusters
  Score: Raw -308733.859906 + Penalty 2731.817080 = -306002.042827
  nChanged 22
		SP:Iteration 27Q (150729.660000 sec): 3 clusters
  Score: Raw -308739.762218 + Penalty 2731.817080 = -306007.945138
  nChanged 18
		SP:Iteration 28Q (150729.820000 sec): 3 clusters
  Score: Raw -308745.255248 + Penalty 2731.817080 = -306013.438169
  nChanged 15
		SP:Iteration 29Q (150729.980000 sec): 3 clusters
  Score: Raw -308749.601790 + Penalty 2731.817080 = -306017.784710
  nChanged 15
		SP:Iteration 30Q (150730.140000 sec): 3 clusters
  Score: Raw -308753.542099 + Penalty 2731.817080 = -306021.725019
  nChanged 12
		SP:Iteration 31Q (150730.300000 sec): 3 clusters
  Score: Raw -308755.762407 + Penalty 2731.817080 = -306023.945327
  nChanged 10
		SP:Iteration 32Q (150730.460000 sec): 3 clusters
  Score: Raw -308757.127257 + Penalty 2731.817080 = -306025.310177
  nChanged 3
		SP:Iteration 33Q (150730.620000 sec): 3 clusters
  Score: Raw -308757.765700 + Penalty 2731.817080 = -306025.948620
  nChanged 2
		SP:Iteration 34Q (150730.780000 sec): 3 clusters
  Score: Raw -308758.116874 + Penalty 2731.817080 = -306026.299794
  nChanged 2
		SP:Iteration 35Q (150730.940000 sec): 3 clusters
  Score: Raw -308758.633335 + Penalty 2731.817080 = -306026.816255
  nChanged 3
		SP:Iteration 36Q (150731.100000 sec): 3 clusters
  Score: Raw -308759.454808 + Penalty 2731.817080 = -306027.637728
  nChanged 3
		SP:Iteration 37Q (150731.260000 sec): 3 clusters
  Score: Raw -308759.977191 + Penalty 2731.817080 = -306028.160111
  nChanged 0
		SP:Iteration 38F (150731.420000 sec): 3 clusters
  Score: Raw -308759.977191 + Penalty 2731.817080 = -306028.160111
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (1995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150731.520000 sec): 2 clusters
  Score: Raw -185780.586420 + Penalty 1234.739891 = -184545.846529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150731.650000 sec): 3 clusters
  Score: Raw -184958.079759 + Penalty 2469.479782 = -182488.599977
  nChanged 700
		SP:Iteration 1F (150731.820000 sec): 3 clusters
  Score: Raw -185464.888481 + Penalty 2469.479782 = -182995.408699
  nChanged 155
		SP:Iteration 2F (150732.000000 sec): 3 clusters
  Score: Raw -185578.893253 + Penalty 2469.479782 = -183109.413471
  nChanged 87
		SP:Iteration 3Q (150732.180000 sec): 3 clusters
  Score: Raw -185644.696861 + Penalty 2469.479782 = -183175.217079
  nChanged 76
		SP:Iteration 4Q (150732.350000 sec): 3 clusters
  Score: Raw -185706.501964 + Penalty 2469.479782 = -183237.022182
  nChanged 73
		SP:Iteration 5Q (150732.530000 sec): 3 clusters
  Score: Raw -185766.314633 + Penalty 2469.479782 = -183296.834851
  nChanged 76
		SP:Iteration 6Q (150732.700000 sec): 3 clusters
  Score: Raw -185839.614915 + Penalty 2469.479782 = -183370.135133
  nChanged 77
		SP:Iteration 7Q (150732.880000 sec): 3 clusters
  Score: Raw -185918.036680 + Penalty 2469.479782 = -183448.556898
  nChanged 77
		SP:Iteration 8Q (150733.060000 sec): 3 clusters
  Score: Raw -186001.622564 + Penalty 2469.479782 = -183532.142782
  nChanged 76
		SP:Iteration 9Q (150733.230000 sec): 3 clusters
  Score: Raw -186085.822211 + Penalty 2469.479782 = -183616.342429
  nChanged 66
		SP:Iteration 10Q (150733.410000 sec): 3 clusters
  Score: Raw -186165.145868 + Penalty 2469.479782 = -183695.666086
  nChanged 62
		SP:Iteration 11Q (150733.580000 sec): 3 clusters
  Score: Raw -186241.751965 + Penalty 2469.479782 = -183772.272183
  nChanged 72
		SP:Iteration 12Q (150733.760000 sec): 3 clusters
  Score: Raw -186354.006511 + Penalty 2469.479782 = -183884.526729
  nChanged 78
		SP:Iteration 13Q (150733.930000 sec): 3 clusters
  Score: Raw -186491.907299 + Penalty 2469.479782 = -184022.427517
  nChanged 70
		SP:Iteration 14Q (150734.110000 sec): 3 clusters
  Score: Raw -186620.319504 + Penalty 2469.479782 = -184150.839722
  nChanged 65
		SP:Iteration 15Q (150734.280000 sec): 3 clusters
  Score: Raw -186789.631574 + Penalty 2469.479782 = -184320.151792
  nChanged 53
		SP:Iteration 16Q (150734.460000 sec): 3 clusters
  Score: Raw -186903.417012 + Penalty 2469.479782 = -184433.937230
  nChanged 33
		SP:Iteration 17Q (150734.640000 sec): 3 clusters
  Score: Raw -186954.475374 + Penalty 2469.479782 = -184484.995592
  nChanged 24
		SP:Iteration 18Q (150734.810000 sec): 3 clusters
  Score: Raw -186984.432739 + Penalty 2469.479782 = -184514.952957
  nChanged 11
		SP:Iteration 19Q (150734.990000 sec): 3 clusters
  Score: Raw -186994.575156 + Penalty 2469.479782 = -184525.095374
  nChanged 3
		SP:Iteration 20F (150735.160000 sec): 3 clusters
  Score: Raw -186997.321055 + Penalty 2469.479782 = -184527.841273
  nChanged 3
		SP:Iteration 21Q (150735.340000 sec): 3 clusters
  Score: Raw -186999.346381 + Penalty 2469.479782 = -184529.866599
  nChanged 0
		SP:Iteration 22F (150735.520000 sec): 3 clusters
  Score: Raw -186999.346381 + Penalty 2469.479782 = -184529.866599
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (6237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150735.630000 sec): 2 clusters
  Score: Raw -568012.101315 + Penalty 1419.966369 = -566592.134946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150735.800000 sec): 3 clusters
  Score: Raw -564743.080802 + Penalty 2839.932737 = -561903.148065
  nChanged 2527
		SP:Iteration 1F (150735.970000 sec): 3 clusters
  Score: Raw -566344.563261 + Penalty 2839.932737 = -563504.630524
  nChanged 493
		SP:Iteration 2F (150736.130000 sec): 3 clusters
  Score: Raw -566679.513492 + Penalty 2839.932737 = -563839.580755
  nChanged 399
		SP:Iteration 3F (150736.340000 sec): 3 clusters
  Score: Raw -566957.415100 + Penalty 2839.932737 = -564117.482362
  nChanged 371
		SP:Iteration 4F (150736.550000 sec): 3 clusters
  Score: Raw -567215.336102 + Penalty 2839.932737 = -564375.403364
  nChanged 318
		SP:Iteration 5F (150736.760000 sec): 3 clusters
  Score: Raw -567392.546184 + Penalty 2839.932737 = -564552.613447
  nChanged 243
		SP:Iteration 6Q (150736.970000 sec): 3 clusters
  Score: Raw -567511.853093 + Penalty 2839.932737 = -564671.920356
  nChanged 204
		SP:Iteration 7Q (150737.180000 sec): 3 clusters
  Score: Raw -567601.469491 + Penalty 2839.932737 = -564761.536754
  nChanged 160
		SP:Iteration 8Q (150737.390000 sec): 3 clusters
  Score: Raw -567667.883355 + Penalty 2839.932737 = -564827.950618
  nChanged 135
		SP:Iteration 9Q (150737.600000 sec): 3 clusters
  Score: Raw -567724.994297 + Penalty 2839.932737 = -564885.061560
  nChanged 118
		SP:Iteration 10Q (150737.810000 sec): 3 clusters
  Score: Raw -567774.170588 + Penalty 2839.932737 = -564934.237851
  nChanged 126
		SP:Iteration 11Q (150738.020000 sec): 3 clusters
  Score: Raw -567829.712530 + Penalty 2839.932737 = -564989.779792
  nChanged 125
		SP:Iteration 12Q (150738.230000 sec): 3 clusters
  Score: Raw -567878.720057 + Penalty 2839.932737 = -565038.787320
  nChanged 102
		SP:Iteration 13Q (150738.430000 sec): 3 clusters
  Score: Raw -567918.126328 + Penalty 2839.932737 = -565078.193591
  nChanged 91
		SP:Iteration 14Q (150738.650000 sec): 3 clusters
  Score: Raw -567959.523330 + Penalty 2839.932737 = -565119.590593
  nChanged 94
		SP:Iteration 15Q (150738.850000 sec): 3 clusters
  Score: Raw -568009.959450 + Penalty 2839.932737 = -565170.026712
  nChanged 101
		SP:Iteration 16Q (150739.060000 sec): 3 clusters
  Score: Raw -568063.265257 + Penalty 2839.932737 = -565223.332520
  nChanged 97
		SP:Iteration 17Q (150739.270000 sec): 3 clusters
  Score: Raw -568125.193251 + Penalty 2839.932737 = -565285.260514
  nChanged 100
		SP:Iteration 18Q (150739.480000 sec): 3 clusters
  Score: Raw -568185.145560 + Penalty 2839.932737 = -565345.212823
  nChanged 80
		SP:Iteration 19Q (150739.690000 sec): 3 clusters
  Score: Raw -568227.677008 + Penalty 2839.932737 = -565387.744270
  nChanged 80
		SP:Iteration 20F (150739.880000 sec): 3 clusters
  Score: Raw -568269.121955 + Penalty 2839.932737 = -565429.189218
  nChanged 71
		SP:Iteration 21Q (150740.060000 sec): 3 clusters
  Score: Raw -568308.925662 + Penalty 2839.932737 = -565468.992925
  nChanged 67
		SP:Iteration 22Q (150740.230000 sec): 3 clusters
  Score: Raw -568343.528617 + Penalty 2839.932737 = -565503.595880
  nChanged 65
		SP:Iteration 23Q (150740.400000 sec): 3 clusters
  Score: Raw -568372.358860 + Penalty 2839.932737 = -565532.426123
  nChanged 46
		SP:Iteration 24Q (150740.610000 sec): 3 clusters
  Score: Raw -568390.314880 + Penalty 2839.932737 = -565550.382143
  nChanged 43
		SP:Iteration 25Q (150740.770000 sec): 3 clusters
  Score: Raw -568409.574569 + Penalty 2839.932737 = -565569.641832
  nChanged 47
		SP:Iteration 26Q (150740.940000 sec): 3 clusters
  Score: Raw -568433.094342 + Penalty 2839.932737 = -565593.161604
  nChanged 38
		SP:Iteration 27Q (150741.110000 sec): 3 clusters
  Score: Raw -568450.460662 + Penalty 2839.932737 = -565610.527924
  nChanged 26
		SP:Iteration 28Q (150741.270000 sec): 3 clusters
  Score: Raw -568462.612172 + Penalty 2839.932737 = -565622.679435
  nChanged 23
		SP:Iteration 29Q (150741.440000 sec): 3 clusters
  Score: Raw -568471.825518 + Penalty 2839.932737 = -565631.892781
  nChanged 22
		SP:Iteration 30Q (150741.600000 sec): 3 clusters
  Score: Raw -568482.311362 + Penalty 2839.932737 = -565642.378624
  nChanged 18
		SP:Iteration 31Q (150741.770000 sec): 3 clusters
  Score: Raw -568489.944026 + Penalty 2839.932737 = -565650.011288
  nChanged 29
		SP:Iteration 32Q (150741.940000 sec): 3 clusters
  Score: Raw -568504.774412 + Penalty 2839.932737 = -565664.841675
  nChanged 25
		SP:Iteration 33Q (150742.080000 sec): 3 clusters
  Score: Raw -568517.308745 + Penalty 2839.932737 = -565677.376008
  nChanged 22
		SP:Iteration 34Q (150742.180000 sec): 3 clusters
  Score: Raw -568526.775387 + Penalty 2839.932737 = -565686.842650
  nChanged 22
		SP:Iteration 35Q (150742.280000 sec): 3 clusters
  Score: Raw -568538.534511 + Penalty 2839.932737 = -565698.601773
  nChanged 20
		SP:Iteration 36Q (150742.390000 sec): 3 clusters
  Score: Raw -568547.252166 + Penalty 2839.932737 = -565707.319428
  nChanged 11
		SP:Iteration 37Q (150742.490000 sec): 3 clusters
  Score: Raw -568551.953425 + Penalty 2839.932737 = -565712.020687
  nChanged 8
		SP:Iteration 38Q (150742.660000 sec): 3 clusters
  Score: Raw -568556.054553 + Penalty 2839.932737 = -565716.121816
  nChanged 11
		SP:Iteration 39Q (150742.830000 sec): 3 clusters
  Score: Raw -568560.589323 + Penalty 2839.932737 = -565720.656585
  nChanged 10
		SP:Iteration 40F (150743.040000 sec): 3 clusters
  Score: Raw -568565.257166 + Penalty 2839.932737 = -565725.324428
  nChanged 11
		SP:Iteration 41Q (150743.270000 sec): 3 clusters
  Score: Raw -568568.242370 + Penalty 2839.932737 = -565728.309633
  nChanged 4
		SP:Iteration 42Q (150743.380000 sec): 3 clusters
  Score: Raw -568569.603948 + Penalty 2839.932737 = -565729.671211
  nChanged 2
		SP:Iteration 43Q (150743.480000 sec): 3 clusters
  Score: Raw -568570.578892 + Penalty 2839.932737 = -565730.646154
  nChanged 1
		SP:Iteration 44Q (150743.580000 sec): 3 clusters
  Score: Raw -568570.847541 + Penalty 2839.932737 = -565730.914804
  nChanged 2
		SP:Iteration 45Q (150743.680000 sec): 3 clusters
  Score: Raw -568572.304165 + Penalty 2839.932737 = -565732.371428
  nChanged 4
		SP:Iteration 46Q (150743.790000 sec): 3 clusters
  Score: Raw -568573.246887 + Penalty 2839.932737 = -565733.314150
  nChanged 2
		SP:Iteration 47Q (150743.890000 sec): 3 clusters
  Score: Raw -568573.436753 + Penalty 2839.932737 = -565733.504016
  nChanged 0
		SP:Iteration 48F (150743.990000 sec): 3 clusters
  Score: Raw -568573.436753 + Penalty 2839.932737 = -565733.504016
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (1939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150744.050000 sec): 2 clusters
  Score: Raw -162569.910557 + Penalty 1230.113244 = -161339.797313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150744.090000 sec): 3 clusters
  Score: Raw -161802.676726 + Penalty 2460.226488 = -159342.450238
  nChanged 697
		SP:Iteration 1F (150744.130000 sec): 3 clusters
  Score: Raw -162356.782390 + Penalty 2460.226488 = -159896.555902
  nChanged 177
		SP:Iteration 2F (150744.170000 sec): 3 clusters
  Score: Raw -162515.898783 + Penalty 2460.226488 = -160055.672295
  nChanged 108
		SP:Iteration 3F (150744.210000 sec): 3 clusters
  Score: Raw -162603.744978 + Penalty 2460.226488 = -160143.518490
  nChanged 92
		SP:Iteration 4Q (150744.250000 sec): 3 clusters
  Score: Raw -162690.392750 + Penalty 2460.226488 = -160230.166262
  nChanged 77
		SP:Iteration 5Q (150744.290000 sec): 3 clusters
  Score: Raw -162785.260848 + Penalty 2460.226488 = -160325.034360
  nChanged 52
		SP:Iteration 6Q (150744.330000 sec): 3 clusters
  Score: Raw -162857.325064 + Penalty 2460.226488 = -160397.098576
  nChanged 56
		SP:Iteration 7Q (150744.370000 sec): 3 clusters
  Score: Raw -162945.288040 + Penalty 2460.226488 = -160485.061552
  nChanged 57
		SP:Iteration 8Q (150744.410000 sec): 3 clusters
  Score: Raw -163025.624819 + Penalty 2460.226488 = -160565.398331
  nChanged 60
		SP:Iteration 9Q (150744.450000 sec): 3 clusters
  Score: Raw -163100.063306 + Penalty 2460.226488 = -160639.836818
  nChanged 48
		SP:Iteration 10Q (150744.490000 sec): 3 clusters
  Score: Raw -163152.370129 + Penalty 2460.226488 = -160692.143641
  nChanged 36
		SP:Iteration 11Q (150744.530000 sec): 3 clusters
  Score: Raw -163198.867559 + Penalty 2460.226488 = -160738.641071
  nChanged 32
		SP:Iteration 12Q (150744.570000 sec): 3 clusters
  Score: Raw -163263.010579 + Penalty 2460.226488 = -160802.784091
  nChanged 40
		SP:Iteration 13Q (150744.610000 sec): 3 clusters
  Score: Raw -163329.104763 + Penalty 2460.226488 = -160868.878275
  nChanged 36
		SP:Iteration 14Q (150744.650000 sec): 3 clusters
  Score: Raw -163360.088676 + Penalty 2460.226488 = -160899.862189
  nChanged 22
		SP:Iteration 15Q (150744.690000 sec): 3 clusters
  Score: Raw -163380.050932 + Penalty 2460.226488 = -160919.824444
  nChanged 18
		SP:Iteration 16Q (150744.730000 sec): 3 clusters
  Score: Raw -163396.012090 + Penalty 2460.226488 = -160935.785602
  nChanged 15
		SP:Iteration 17Q (150744.780000 sec): 3 clusters
  Score: Raw -163405.766038 + Penalty 2460.226488 = -160945.539550
  nChanged 11
		SP:Iteration 18Q (150744.820000 sec): 3 clusters
  Score: Raw -163414.155378 + Penalty 2460.226488 = -160953.928890
  nChanged 8
		SP:Iteration 19Q (150744.860000 sec): 3 clusters
  Score: Raw -163419.783178 + Penalty 2460.226488 = -160959.556690
  nChanged 5
		SP:Iteration 20F (150744.900000 sec): 3 clusters
  Score: Raw -163425.081596 + Penalty 2460.226488 = -160964.855108
  nChanged 5
		SP:Iteration 21Q (150744.940000 sec): 3 clusters
  Score: Raw -163427.238494 + Penalty 2460.226488 = -160967.012006
  nChanged 2
		SP:Iteration 22Q (150744.980000 sec): 3 clusters
  Score: Raw -163428.640074 + Penalty 2460.226488 = -160968.413586
  nChanged 3
		SP:Iteration 23Q (150745.020000 sec): 3 clusters
  Score: Raw -163431.790941 + Penalty 2460.226488 = -160971.564453
  nChanged 1
		SP:Iteration 24Q (150745.060000 sec): 3 clusters
  Score: Raw -163432.052570 + Penalty 2460.226488 = -160971.826082
  nChanged 2
		SP:Iteration 25Q (150745.100000 sec): 3 clusters
  Score: Raw -163433.067746 + Penalty 2460.226488 = -160972.841258
  nChanged 2
		SP:Iteration 26Q (150745.140000 sec): 3 clusters
  Score: Raw -163434.833656 + Penalty 2460.226488 = -160974.607168
  nChanged 4
		SP:Iteration 27Q (150745.180000 sec): 3 clusters
  Score: Raw -163437.621182 + Penalty 2460.226488 = -160977.394694
  nChanged 4
		SP:Iteration 28Q (150745.220000 sec): 3 clusters
  Score: Raw -163440.082708 + Penalty 2460.226488 = -160979.856220
  nChanged 3
		SP:Iteration 29Q (150745.260000 sec): 3 clusters
  Score: Raw -163441.325966 + Penalty 2460.226488 = -160981.099478
  nChanged 0
		SP:Iteration 30F (150745.300000 sec): 3 clusters
  Score: Raw -163441.325966 + Penalty 2460.226488 = -160981.099478
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (7362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150745.430000 sec): 2 clusters
  Score: Raw -675457.732970 + Penalty 1446.914124 = -674010.818847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150745.640000 sec): 3 clusters
  Score: Raw -671512.856256 + Penalty 2893.828247 = -668619.028009
  nChanged 3114
		SP:Iteration 1F (150745.850000 sec): 3 clusters
  Score: Raw -673599.868852 + Penalty 2893.828247 = -670706.040605
  nChanged 678
		SP:Iteration 2F (150746.050000 sec): 3 clusters
  Score: Raw -674181.116806 + Penalty 2893.828247 = -671287.288559
  nChanged 546
		SP:Iteration 3F (150746.250000 sec): 3 clusters
  Score: Raw -674581.883920 + Penalty 2893.828247 = -671688.055673
  nChanged 467
		SP:Iteration 4F (150746.410000 sec): 3 clusters
  Score: Raw -674898.405643 + Penalty 2893.828247 = -672004.577396
  nChanged 371
		SP:Iteration 5F (150746.520000 sec): 3 clusters
  Score: Raw -675139.883985 + Penalty 2893.828247 = -672246.055737
  nChanged 321
		SP:Iteration 6Q (150746.640000 sec): 3 clusters
  Score: Raw -675337.161398 + Penalty 2893.828247 = -672443.333151
  nChanged 250
		SP:Iteration 7Q (150746.750000 sec): 3 clusters
  Score: Raw -675488.770211 + Penalty 2893.828247 = -672594.941964
  nChanged 214
		SP:Iteration 8Q (150746.870000 sec): 3 clusters
  Score: Raw -675608.536517 + Penalty 2893.828247 = -672714.708270
  nChanged 175
		SP:Iteration 9Q (150747.070000 sec): 3 clusters
  Score: Raw -675700.374872 + Penalty 2893.828247 = -672806.546625
  nChanged 154
		SP:Iteration 10Q (150747.290000 sec): 3 clusters
  Score: Raw -675776.943363 + Penalty 2893.828247 = -672883.115116
  nChanged 140
		SP:Iteration 11Q (150747.490000 sec): 3 clusters
  Score: Raw -675860.774164 + Penalty 2893.828247 = -672966.945917
  nChanged 129
		SP:Iteration 12Q (150747.690000 sec): 3 clusters
  Score: Raw -675932.148070 + Penalty 2893.828247 = -673038.319823
  nChanged 111
		SP:Iteration 13Q (150747.890000 sec): 3 clusters
  Score: Raw -675982.966371 + Penalty 2893.828247 = -673089.138124
  nChanged 97
		SP:Iteration 14Q (150748.090000 sec): 3 clusters
  Score: Raw -676017.269354 + Penalty 2893.828247 = -673123.441107
  nChanged 71
		SP:Iteration 15Q (150748.290000 sec): 3 clusters
  Score: Raw -676048.056696 + Penalty 2893.828247 = -673154.228449
  nChanged 76
		SP:Iteration 16Q (150748.490000 sec): 3 clusters
  Score: Raw -676085.750575 + Penalty 2893.828247 = -673191.922328
  nChanged 66
		SP:Iteration 17Q (150748.700000 sec): 3 clusters
  Score: Raw -676109.069299 + Penalty 2893.828247 = -673215.241052
  nChanged 63
		SP:Iteration 18Q (150748.890000 sec): 3 clusters
  Score: Raw -676129.407173 + Penalty 2893.828247 = -673235.578926
  nChanged 47
		SP:Iteration 19Q (150749.060000 sec): 3 clusters
  Score: Raw -676145.185424 + Penalty 2893.828247 = -673251.357177
  nChanged 45
		SP:Iteration 20F (150749.260000 sec): 3 clusters
  Score: Raw -676156.980868 + Penalty 2893.828247 = -673263.152621
  nChanged 28
		SP:Iteration 21Q (150749.470000 sec): 3 clusters
  Score: Raw -676164.670166 + Penalty 2893.828247 = -673270.841919
  nChanged 23
		SP:Iteration 22Q (150749.670000 sec): 3 clusters
  Score: Raw -676172.468517 + Penalty 2893.828247 = -673278.640270
  nChanged 30
		SP:Iteration 23Q (150749.850000 sec): 3 clusters
  Score: Raw -676182.004410 + Penalty 2893.828247 = -673288.176163
  nChanged 17
		SP:Iteration 24Q (150749.970000 sec): 3 clusters
  Score: Raw -676187.105488 + Penalty 2893.828247 = -673293.277241
  nChanged 23
		SP:Iteration 25Q (150750.090000 sec): 3 clusters
  Score: Raw -676192.802432 + Penalty 2893.828247 = -673298.974185
  nChanged 20
		SP:Iteration 26Q (150750.200000 sec): 3 clusters
  Score: Raw -676197.462631 + Penalty 2893.828247 = -673303.634384
  nChanged 23
		SP:Iteration 27Q (150750.320000 sec): 3 clusters
  Score: Raw -676202.423771 + Penalty 2893.828247 = -673308.595523
  nChanged 26
		SP:Iteration 28Q (150750.500000 sec): 3 clusters
  Score: Raw -676206.365173 + Penalty 2893.828247 = -673312.536926
  nChanged 12
		SP:Iteration 29Q (150750.700000 sec): 3 clusters
  Score: Raw -676209.233917 + Penalty 2893.828247 = -673315.405670
  nChanged 15
		SP:Iteration 30Q (150750.860000 sec): 3 clusters
  Score: Raw -676213.121493 + Penalty 2893.828247 = -673319.293246
  nChanged 17
		SP:Iteration 31Q (150750.980000 sec): 3 clusters
  Score: Raw -676215.896267 + Penalty 2893.828247 = -673322.068020
  nChanged 9
		SP:Iteration 32Q (150751.090000 sec): 3 clusters
  Score: Raw -676217.122222 + Penalty 2893.828247 = -673323.293975
  nChanged 6
		SP:Iteration 33Q (150751.210000 sec): 3 clusters
  Score: Raw -676217.709181 + Penalty 2893.828247 = -673323.880934
  nChanged 0
		SP:Iteration 34F (150751.330000 sec): 3 clusters
  Score: Raw -676217.709181 + Penalty 2893.828247 = -673323.880934
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150751.400000 sec): 2 clusters
  Score: Raw -232432.481807 + Penalty 1295.749711 = -231136.732096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150751.460000 sec): 3 clusters
  Score: Raw -231142.551081 + Penalty 2591.499422 = -228551.051659
  nChanged 1076
		SP:Iteration 1F (150751.520000 sec): 3 clusters
  Score: Raw -232037.918627 + Penalty 2591.499422 = -229446.419204
  nChanged 338
		SP:Iteration 2F (150751.570000 sec): 3 clusters
  Score: Raw -232405.936866 + Penalty 2591.499422 = -229814.437444
  nChanged 216
		SP:Iteration 3F (150751.630000 sec): 3 clusters
  Score: Raw -232631.103074 + Penalty 2591.499422 = -230039.603652
  nChanged 173
		SP:Iteration 4F (150751.690000 sec): 3 clusters
  Score: Raw -232802.953086 + Penalty 2591.499422 = -230211.453664
  nChanged 139
		SP:Iteration 5Q (150751.750000 sec): 3 clusters
  Score: Raw -232976.423127 + Penalty 2591.499422 = -230384.923704
  nChanged 117
		SP:Iteration 6Q (150751.810000 sec): 3 clusters
  Score: Raw -233182.103867 + Penalty 2591.499422 = -230590.604445
  nChanged 103
		SP:Iteration 7Q (150751.860000 sec): 3 clusters
  Score: Raw -233307.606793 + Penalty 2591.499422 = -230716.107370
  nChanged 80
		SP:Iteration 8Q (150751.910000 sec): 3 clusters
  Score: Raw -233401.808150 + Penalty 2591.499422 = -230810.308728
  nChanged 55
		SP:Iteration 9Q (150751.970000 sec): 3 clusters
  Score: Raw -233452.162185 + Penalty 2591.499422 = -230860.662763
  nChanged 46
		SP:Iteration 10Q (150752.030000 sec): 3 clusters
  Score: Raw -233481.177217 + Penalty 2591.499422 = -230889.677795
  nChanged 36
		SP:Iteration 11Q (150752.090000 sec): 3 clusters
  Score: Raw -233500.577063 + Penalty 2591.499422 = -230909.077641
  nChanged 25
		SP:Iteration 12Q (150752.140000 sec): 3 clusters
  Score: Raw -233512.615833 + Penalty 2591.499422 = -230921.116410
  nChanged 22
		SP:Iteration 13Q (150752.190000 sec): 3 clusters
  Score: Raw -233523.078001 + Penalty 2591.499422 = -230931.578579
  nChanged 17
		SP:Iteration 14Q (150752.240000 sec): 3 clusters
  Score: Raw -233530.147068 + Penalty 2591.499422 = -230938.647646
  nChanged 11
		SP:Iteration 15Q (150752.290000 sec): 3 clusters
  Score: Raw -233535.823541 + Penalty 2591.499422 = -230944.324118
  nChanged 11
		SP:Iteration 16Q (150752.350000 sec): 3 clusters
  Score: Raw -233541.136193 + Penalty 2591.499422 = -230949.636771
  nChanged 9
		SP:Iteration 17Q (150752.400000 sec): 3 clusters
  Score: Raw -233545.099979 + Penalty 2591.499422 = -230953.600557
  nChanged 4
		SP:Iteration 18Q (150752.450000 sec): 3 clusters
  Score: Raw -233546.917158 + Penalty 2591.499422 = -230955.417736
  nChanged 2
		SP:Iteration 19Q (150752.500000 sec): 3 clusters
  Score: Raw -233548.044048 + Penalty 2591.499422 = -230956.544625
  nChanged 3
		SP:Iteration 20F (150752.560000 sec): 3 clusters
  Score: Raw -233548.920370 + Penalty 2591.499422 = -230957.420947
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (2880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150752.650000 sec): 2 clusters
  Score: Raw -244137.316581 + Penalty 1294.401156 = -242842.915426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150752.830000 sec): 3 clusters
  Score: Raw -242796.072589 + Penalty 2588.802311 = -240207.270278
  nChanged 1107
		SP:Iteration 1F (150752.920000 sec): 3 clusters
  Score: Raw -243488.505747 + Penalty 2588.802311 = -240899.703436
  nChanged 241
		SP:Iteration 2F (150752.980000 sec): 3 clusters
  Score: Raw -243699.615960 + Penalty 2588.802311 = -241110.813648
  nChanged 184
		SP:Iteration 3F (150753.030000 sec): 3 clusters
  Score: Raw -243861.341574 + Penalty 2588.802311 = -241272.539263
  nChanged 148
		SP:Iteration 4F (150753.090000 sec): 3 clusters
  Score: Raw -243982.375592 + Penalty 2588.802311 = -241393.573281
  nChanged 136
		SP:Iteration 5Q (150753.140000 sec): 3 clusters
  Score: Raw -244134.337563 + Penalty 2588.802311 = -241545.535252
  nChanged 143
		SP:Iteration 6Q (150753.200000 sec): 3 clusters
  Score: Raw -244289.483515 + Penalty 2588.802311 = -241700.681204
  nChanged 139
		SP:Iteration 7Q (150753.250000 sec): 3 clusters
  Score: Raw -244425.262727 + Penalty 2588.802311 = -241836.460416
  nChanged 102
		SP:Iteration 8Q (150753.300000 sec): 3 clusters
  Score: Raw -244498.588340 + Penalty 2588.802311 = -241909.786028
  nChanged 82
		SP:Iteration 9Q (150753.360000 sec): 3 clusters
  Score: Raw -244554.135594 + Penalty 2588.802311 = -241965.333282
  nChanged 68
		SP:Iteration 10Q (150753.410000 sec): 3 clusters
  Score: Raw -244609.654204 + Penalty 2588.802311 = -242020.851893
  nChanged 65
		SP:Iteration 11Q (150753.470000 sec): 3 clusters
  Score: Raw -244657.391210 + Penalty 2588.802311 = -242068.588899
  nChanged 57
		SP:Iteration 12Q (150753.520000 sec): 3 clusters
  Score: Raw -244693.998089 + Penalty 2588.802311 = -242105.195778
  nChanged 35
		SP:Iteration 13Q (150753.570000 sec): 3 clusters
  Score: Raw -244708.103612 + Penalty 2588.802311 = -242119.301301
  nChanged 24
		SP:Iteration 14Q (150753.630000 sec): 3 clusters
  Score: Raw -244718.678763 + Penalty 2588.802311 = -242129.876451
  nChanged 21
		SP:Iteration 15Q (150753.690000 sec): 3 clusters
  Score: Raw -244727.100744 + Penalty 2588.802311 = -242138.298433
  nChanged 14
		SP:Iteration 16Q (150753.740000 sec): 3 clusters
  Score: Raw -244733.338015 + Penalty 2588.802311 = -242144.535704
  nChanged 7
		SP:Iteration 17Q (150753.800000 sec): 3 clusters
  Score: Raw -244736.671040 + Penalty 2588.802311 = -242147.868728
  nChanged 5
		SP:Iteration 18Q (150753.850000 sec): 3 clusters
  Score: Raw -244738.878920 + Penalty 2588.802311 = -242150.076609
  nChanged 7
		SP:Iteration 19Q (150753.900000 sec): 3 clusters
  Score: Raw -244741.937755 + Penalty 2588.802311 = -242153.135444
  nChanged 7
		SP:Iteration 20F (150753.950000 sec): 3 clusters
  Score: Raw -244744.158648 + Penalty 2588.802311 = -242155.356337
  nChanged 2
		SP:Iteration 21Q (150754.010000 sec): 3 clusters
  Score: Raw -244744.884164 + Penalty 2588.802311 = -242156.081852
  nChanged 3
		SP:Iteration 22Q (150754.070000 sec): 3 clusters
  Score: Raw -244746.327258 + Penalty 2588.802311 = -242157.524946
  nChanged 6
		SP:Iteration 23Q (150754.120000 sec): 3 clusters
  Score: Raw -244747.828789 + Penalty 2588.802311 = -242159.026478
  nChanged 5
		SP:Iteration 24Q (150754.170000 sec): 3 clusters
  Score: Raw -244749.815707 + Penalty 2588.802311 = -242161.013396
  nChanged 2
		SP:Iteration 25Q (150754.230000 sec): 3 clusters
  Score: Raw -244750.406374 + Penalty 2588.802311 = -242161.604063
  nChanged 4
		SP:Iteration 26Q (150754.280000 sec): 3 clusters
  Score: Raw -244751.239910 + Penalty 2588.802311 = -242162.437598
  nChanged 3
		SP:Iteration 27Q (150754.430000 sec): 3 clusters
  Score: Raw -244751.610281 + Penalty 2588.802311 = -242162.807970
  nChanged 0
		SP:Iteration 28F (150754.610000 sec): 3 clusters
  Score: Raw -244751.610281 + Penalty 2588.802311 = -242162.807970
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (6245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150754.720000 sec): 2 clusters
  Score: Raw -497443.225936 + Penalty 1420.174669 = -496023.051267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150754.890000 sec): 3 clusters
  Score: Raw -494114.854020 + Penalty 2840.349337 = -491274.504683
  nChanged 2614
		SP:Iteration 1F (150755.090000 sec): 3 clusters
  Score: Raw -495733.352966 + Penalty 2840.349337 = -492893.003629
  nChanged 566
		SP:Iteration 2F (150755.270000 sec): 3 clusters
  Score: Raw -496147.504193 + Penalty 2840.349337 = -493307.154856
  nChanged 472
		SP:Iteration 3F (150755.440000 sec): 3 clusters
  Score: Raw -496494.116826 + Penalty 2840.349337 = -493653.767489
  nChanged 381
		SP:Iteration 4F (150755.600000 sec): 3 clusters
  Score: Raw -496744.425927 + Penalty 2840.349337 = -493904.076590
  nChanged 300
		SP:Iteration 5Q (150755.770000 sec): 3 clusters
  Score: Raw -496954.721546 + Penalty 2840.349337 = -494114.372209
  nChanged 245
		SP:Iteration 6Q (150755.930000 sec): 3 clusters
  Score: Raw -497124.980695 + Penalty 2840.349337 = -494284.631358
  nChanged 196
		SP:Iteration 7Q (150756.100000 sec): 3 clusters
  Score: Raw -497260.052462 + Penalty 2840.349337 = -494419.703125
  nChanged 173
		SP:Iteration 8Q (150756.270000 sec): 3 clusters
  Score: Raw -497372.046695 + Penalty 2840.349337 = -494531.697358
  nChanged 142
		SP:Iteration 9Q (150756.430000 sec): 3 clusters
  Score: Raw -497453.481216 + Penalty 2840.349337 = -494613.131879
  nChanged 108
		SP:Iteration 10Q (150756.600000 sec): 3 clusters
  Score: Raw -497518.912115 + Penalty 2840.349337 = -494678.562778
  nChanged 100
		SP:Iteration 11Q (150756.770000 sec): 3 clusters
  Score: Raw -497587.726124 + Penalty 2840.349337 = -494747.376787
  nChanged 104
		SP:Iteration 12Q (150756.920000 sec): 3 clusters
  Score: Raw -497652.720570 + Penalty 2840.349337 = -494812.371232
  nChanged 90
		SP:Iteration 13Q (150757.100000 sec): 3 clusters
  Score: Raw -497716.365619 + Penalty 2840.349337 = -494876.016281
  nChanged 74
		SP:Iteration 14Q (150757.310000 sec): 3 clusters
  Score: Raw -497776.387604 + Penalty 2840.349337 = -494936.038266
  nChanged 72
		SP:Iteration 15Q (150757.400000 sec): 3 clusters
  Score: Raw -497820.487133 + Penalty 2840.349337 = -494980.137796
  nChanged 70
		SP:Iteration 16Q (150757.580000 sec): 3 clusters
  Score: Raw -497856.220483 + Penalty 2840.349337 = -495015.871146
  nChanged 53
		SP:Iteration 17Q (150757.690000 sec): 3 clusters
  Score: Raw -497881.196585 + Penalty 2840.349337 = -495040.847247
  nChanged 41
		SP:Iteration 18Q (150757.790000 sec): 3 clusters
  Score: Raw -497902.432392 + Penalty 2840.349337 = -495062.083054
  nChanged 42
		SP:Iteration 19Q (150757.900000 sec): 3 clusters
  Score: Raw -497920.456419 + Penalty 2840.349337 = -495080.107082
  nChanged 30
		SP:Iteration 20F (150758.000000 sec): 3 clusters
  Score: Raw -497932.963625 + Penalty 2840.349337 = -495092.614287
  nChanged 26
		SP:Iteration 21Q (150758.110000 sec): 3 clusters
  Score: Raw -497946.358273 + Penalty 2840.349337 = -495106.008935
  nChanged 33
		SP:Iteration 22Q (150758.210000 sec): 3 clusters
  Score: Raw -497960.033186 + Penalty 2840.349337 = -495119.683848
  nChanged 32
		SP:Iteration 23Q (150758.400000 sec): 3 clusters
  Score: Raw -497975.567309 + Penalty 2840.349337 = -495135.217972
  nChanged 29
		SP:Iteration 24Q (150758.610000 sec): 3 clusters
  Score: Raw -497991.667556 + Penalty 2840.349337 = -495151.318219
  nChanged 32
		SP:Iteration 25Q (150758.780000 sec): 3 clusters
  Score: Raw -498003.636513 + Penalty 2840.349337 = -495163.287176
  nChanged 32
		SP:Iteration 26Q (150758.960000 sec): 3 clusters
  Score: Raw -498018.959008 + Penalty 2840.349337 = -495178.609671
  nChanged 24
		SP:Iteration 27Q (150759.090000 sec): 3 clusters
  Score: Raw -498028.809711 + Penalty 2840.349337 = -495188.460374
  nChanged 23
		SP:Iteration 28Q (150759.290000 sec): 3 clusters
  Score: Raw -498038.928689 + Penalty 2840.349337 = -495198.579352
  nChanged 15
		SP:Iteration 29Q (150759.400000 sec): 3 clusters
  Score: Raw -498043.291656 + Penalty 2840.349337 = -495202.942319
  nChanged 10
		SP:Iteration 30Q (150759.500000 sec): 3 clusters
  Score: Raw -498045.688476 + Penalty 2840.349337 = -495205.339139
  nChanged 9
		SP:Iteration 31Q (150759.610000 sec): 3 clusters
  Score: Raw -498048.380322 + Penalty 2840.349337 = -495208.030985
  nChanged 9
		SP:Iteration 32Q (150759.720000 sec): 3 clusters
  Score: Raw -498052.980057 + Penalty 2840.349337 = -495212.630719
  nChanged 12
		SP:Iteration 33Q (150759.820000 sec): 3 clusters
  Score: Raw -498058.176025 + Penalty 2840.349337 = -495217.826687
  nChanged 8
		SP:Iteration 34Q (150759.930000 sec): 3 clusters
  Score: Raw -498060.576851 + Penalty 2840.349337 = -495220.227513
  nChanged 7
		SP:Iteration 35Q (150760.040000 sec): 3 clusters
  Score: Raw -498062.818635 + Penalty 2840.349337 = -495222.469297
  nChanged 6
		SP:Iteration 36Q (150760.140000 sec): 3 clusters
  Score: Raw -498064.433697 + Penalty 2840.349337 = -495224.084360
  nChanged 5
		SP:Iteration 37Q (150760.340000 sec): 3 clusters
  Score: Raw -498066.032633 + Penalty 2840.349337 = -495225.683296
  nChanged 4
		SP:Iteration 38Q (150760.500000 sec): 3 clusters
  Score: Raw -498066.710177 + Penalty 2840.349337 = -495226.360840
  nChanged 5
		SP:Iteration 39Q (150760.720000 sec): 3 clusters
  Score: Raw -498068.541232 + Penalty 2840.349337 = -495228.191895
  nChanged 8
		SP:Iteration 40F (150760.880000 sec): 3 clusters
  Score: Raw -498073.555045 + Penalty 2840.349337 = -495233.205707
  nChanged 16
		SP:Iteration 41Q (150761.040000 sec): 3 clusters
  Score: Raw -498083.478438 + Penalty 2840.349337 = -495243.129101
  nChanged 26
		SP:Iteration 42Q (150761.290000 sec): 3 clusters
  Score: Raw -498101.013647 + Penalty 2840.349337 = -495260.664309
  nChanged 31
		SP:Iteration 43Q (150761.400000 sec): 3 clusters
  Score: Raw -498125.154328 + Penalty 2840.349337 = -495284.804991
  nChanged 35
		SP:Iteration 44Q (150761.500000 sec): 3 clusters
  Score: Raw -498150.121101 + Penalty 2840.349337 = -495309.771764
  nChanged 32
		SP:Iteration 45Q (150761.600000 sec): 3 clusters
  Score: Raw -498181.715447 + Penalty 2840.349337 = -495341.366110
  nChanged 38
		SP:Iteration 46Q (150761.700000 sec): 3 clusters
  Score: Raw -498209.005891 + Penalty 2840.349337 = -495368.656554
  nChanged 35
		SP:Iteration 47Q (150761.800000 sec): 3 clusters
  Score: Raw -498232.630619 + Penalty 2840.349337 = -495392.281282
  nChanged 39
		SP:Iteration 48Q (150761.900000 sec): 3 clusters
  Score: Raw -498253.997241 + Penalty 2840.349337 = -495413.647904
  nChanged 32
		SP:Iteration 49Q (150762.100000 sec): 3 clusters
  Score: Raw -498271.409027 + Penalty 2840.349337 = -495431.059690
  nChanged 24
		SP:Iteration 50Q (150762.260000 sec): 3 clusters
  Score: Raw -498280.678408 + Penalty 2840.349337 = -495440.329070
  nChanged 22
		SP:Iteration 51Q (150762.430000 sec): 3 clusters
  Score: Raw -498289.343847 + Penalty 2840.349337 = -495448.994510
  nChanged 15
		SP:Iteration 52Q (150762.600000 sec): 3 clusters
  Score: Raw -498296.293702 + Penalty 2840.349337 = -495455.944364
  nChanged 24
		SP:Iteration 53Q (150762.760000 sec): 3 clusters
  Score: Raw -498308.952958 + Penalty 2840.349337 = -495468.603621
  nChanged 30
		SP:Iteration 54Q (150762.920000 sec): 3 clusters
  Score: Raw -498321.994742 + Penalty 2840.349337 = -495481.645404
  nChanged 21
		SP:Iteration 55Q (150763.020000 sec): 3 clusters
  Score: Raw -498330.352503 + Penalty 2840.349337 = -495490.003166
  nChanged 17
		SP:Iteration 56Q (150763.110000 sec): 3 clusters
  Score: Raw -498337.335290 + Penalty 2840.349337 = -495496.985953
  nChanged 23
		SP:Iteration 57Q (150763.210000 sec): 3 clusters
  Score: Raw -498344.695273 + Penalty 2840.349337 = -495504.345935
  nChanged 18
		SP:Iteration 58Q (150763.310000 sec): 3 clusters
  Score: Raw -498350.948871 + Penalty 2840.349337 = -495510.599533
  nChanged 10
		SP:Iteration 59Q (150763.410000 sec): 3 clusters
  Score: Raw -498353.327273 + Penalty 2840.349337 = -495512.977936
  nChanged 4
		SP:Iteration 60F (150763.520000 sec): 3 clusters
  Score: Raw -498353.884552 + Penalty 2840.349337 = -495513.535214
  nChanged 3
		SP:Iteration 61Q (150763.630000 sec): 3 clusters
  Score: Raw -498354.585836 + Penalty 2840.349337 = -495514.236498
  nChanged 2
		SP:Iteration 62Q (150763.730000 sec): 3 clusters
  Score: Raw -498355.785707 + Penalty 2840.349337 = -495515.436370
  nChanged 2
		SP:Iteration 63Q (150763.830000 sec): 3 clusters
  Score: Raw -498356.203110 + Penalty 2840.349337 = -495515.853773
  nChanged 1
		SP:Iteration 64Q (150763.930000 sec): 3 clusters
  Score: Raw -498356.632744 + Penalty 2840.349337 = -495516.283407
  nChanged 2
		SP:Iteration 65Q (150764.040000 sec): 3 clusters
  Score: Raw -498357.568912 + Penalty 2840.349337 = -495517.219575
  nChanged 3
		SP:Iteration 66Q (150764.250000 sec): 3 clusters
  Score: Raw -498357.977136 + Penalty 2840.349337 = -495517.627799
  nChanged 3
		SP:Iteration 67Q (150764.400000 sec): 3 clusters
  Score: Raw -498358.522824 + Penalty 2840.349337 = -495518.173486
  nChanged 0
		SP:Iteration 68F (150764.600000 sec): 3 clusters
  Score: Raw -498358.522824 + Penalty 2840.349337 = -495518.173486
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (26180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150764.800000 sec): 2 clusters
  Score: Raw -2473769.726743 + Penalty 1653.072044 = -2472116.654699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150765.130000 sec): 3 clusters
  Score: Raw -2457813.188943 + Penalty 3306.144088 = -2454507.044855
  nChanged 11935
		SP:Iteration 1F (150765.540000 sec): 3 clusters
  Score: Raw -2464325.554255 + Penalty 3306.144088 = -2461019.410167
  nChanged 1243
		SP:Iteration 2Q (150765.940000 sec): 3 clusters
  Score: Raw -2464765.066556 + Penalty 3306.144088 = -2461458.922469
  nChanged 1272
		SP:Iteration 3Q (150766.320000 sec): 3 clusters
  Score: Raw -2465261.019445 + Penalty 3306.144088 = -2461954.875357
  nChanged 1344
		SP:Iteration 4F (150766.680000 sec): 3 clusters
  Score: Raw -2465812.115328 + Penalty 3306.144088 = -2462505.971240
  nChanged 1366
		SP:Iteration 5F (150767.040000 sec): 3 clusters
  Score: Raw -2466387.967096 + Penalty 3306.144088 = -2463081.823008
  nChanged 1288
		SP:Iteration 6Q (150767.440000 sec): 3 clusters
  Score: Raw -2466927.053804 + Penalty 3306.144088 = -2463620.909716
  nChanged 1206
		SP:Iteration 7Q (150767.890000 sec): 3 clusters
  Score: Raw -2467428.652248 + Penalty 3306.144088 = -2464122.508160
  nChanged 1134
		SP:Iteration 8Q (150768.290000 sec): 3 clusters
  Score: Raw -2467903.289205 + Penalty 3306.144088 = -2464597.145117
  nChanged 1090
		SP:Iteration 9Q (150768.730000 sec): 3 clusters
  Score: Raw -2468371.626392 + Penalty 3306.144088 = -2465065.482304
  nChanged 1039
		SP:Iteration 10Q (150769.130000 sec): 3 clusters
  Score: Raw -2468841.196346 + Penalty 3306.144088 = -2465535.052259
  nChanged 1023
		SP:Iteration 11Q (150769.580000 sec): 3 clusters
  Score: Raw -2469321.437498 + Penalty 3306.144088 = -2466015.293410
  nChanged 1067
		SP:Iteration 12Q (150769.980000 sec): 3 clusters
  Score: Raw -2469895.872437 + Penalty 3306.144088 = -2466589.728350
  nChanged 1099
		SP:Iteration 13Q (150770.390000 sec): 3 clusters
  Score: Raw -2470531.873084 + Penalty 3306.144088 = -2467225.728997
  nChanged 1045
		SP:Iteration 14Q (150770.790000 sec): 3 clusters
  Score: Raw -2471212.091919 + Penalty 3306.144088 = -2467905.947831
  nChanged 971
		SP:Iteration 15Q (150771.200000 sec): 3 clusters
  Score: Raw -2471914.194964 + Penalty 3306.144088 = -2468608.050877
  nChanged 865
		SP:Iteration 16Q (150771.650000 sec): 3 clusters
  Score: Raw -2472591.075147 + Penalty 3306.144088 = -2469284.931059
  nChanged 647
		SP:Iteration 17Q (150772.030000 sec): 3 clusters
  Score: Raw -2473116.176338 + Penalty 3306.144088 = -2469810.032250
  nChanged 442
		SP:Iteration 18Q (150772.390000 sec): 3 clusters
  Score: Raw -2473493.922588 + Penalty 3306.144088 = -2470187.778500
  nChanged 256
		SP:Iteration 19Q (150772.790000 sec): 3 clusters
  Score: Raw -2473692.860778 + Penalty 3306.144088 = -2470386.716690
  nChanged 125
		SP:Iteration 20F (150773.150000 sec): 3 clusters
  Score: Raw -2473788.967741 + Penalty 3306.144088 = -2470482.823653
  nChanged 78
		SP:Iteration 21Q (150773.520000 sec): 3 clusters
  Score: Raw -2473856.561144 + Penalty 3306.144088 = -2470550.417057
  nChanged 48
		SP:Iteration 22Q (150773.850000 sec): 3 clusters
  Score: Raw -2473901.740213 + Penalty 3306.144088 = -2470595.596125
  nChanged 34
		SP:Iteration 23Q (150774.240000 sec): 3 clusters
  Score: Raw -2473933.497952 + Penalty 3306.144088 = -2470627.353865
  nChanged 23
		SP:Iteration 24Q (150774.580000 sec): 3 clusters
  Score: Raw -2473956.700836 + Penalty 3306.144088 = -2470650.556749
  nChanged 18
		SP:Iteration 25Q (150774.850000 sec): 3 clusters
  Score: Raw -2473979.966188 + Penalty 3306.144088 = -2470673.822100
  nChanged 19
		SP:Iteration 26Q (150775.220000 sec): 3 clusters
  Score: Raw -2474002.861188 + Penalty 3306.144088 = -2470696.717101
  nChanged 21
		SP:Iteration 27Q (150775.560000 sec): 3 clusters
  Score: Raw -2474021.949180 + Penalty 3306.144088 = -2470715.805093
  nChanged 6
		SP:Iteration 28Q (150775.940000 sec): 3 clusters
  Score: Raw -2474025.754989 + Penalty 3306.144088 = -2470719.610901
  nChanged 2
		SP:Iteration 29Q (150776.310000 sec): 3 clusters
  Score: Raw -2474026.754576 + Penalty 3306.144088 = -2470720.610488
  nChanged 1
		SP:Iteration 30Q (150776.710000 sec): 3 clusters
  Score: Raw -2474027.334087 + Penalty 3306.144088 = -2470721.189999
  nChanged 2
		SP:Iteration 31Q (150777.070000 sec): 3 clusters
  Score: Raw -2474030.008324 + Penalty 3306.144088 = -2470723.864236
  nChanged 4
		SP:Iteration 32Q (150777.430000 sec): 3 clusters
  Score: Raw -2474033.635953 + Penalty 3306.144088 = -2470727.491865
  nChanged 4
		SP:Iteration 33Q (150777.780000 sec): 3 clusters
  Score: Raw -2474037.213876 + Penalty 3306.144088 = -2470731.069788
  nChanged 1
		SP:Iteration 34Q (150778.120000 sec): 3 clusters
  Score: Raw -2474037.835393 + Penalty 3306.144088 = -2470731.691305
  nChanged 0
		SP:Iteration 35F (150778.480000 sec): 3 clusters
  Score: Raw -2474037.835393 + Penalty 3306.144088 = -2470731.691305
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (3398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150778.590000 sec): 2 clusters
  Score: Raw -296380.349851 + Penalty 1321.278124 = -295059.071727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150778.760000 sec): 3 clusters
  Score: Raw -294752.362574 + Penalty 2642.556248 = -292109.806326
  nChanged 1247
		SP:Iteration 1F (150778.940000 sec): 3 clusters
  Score: Raw -295491.625377 + Penalty 2642.556248 = -292849.069129
  nChanged 282
		SP:Iteration 2F (150779.110000 sec): 3 clusters
  Score: Raw -295673.658645 + Penalty 2642.556248 = -293031.102397
  nChanged 200
		SP:Iteration 3F (150779.290000 sec): 3 clusters
  Score: Raw -295801.137423 + Penalty 2642.556248 = -293158.581175
  nChanged 165
		SP:Iteration 4Q (150779.470000 sec): 3 clusters
  Score: Raw -295901.267892 + Penalty 2642.556248 = -293258.711644
  nChanged 125
		SP:Iteration 5Q (150779.640000 sec): 3 clusters
  Score: Raw -295990.049315 + Penalty 2642.556248 = -293347.493067
  nChanged 115
		SP:Iteration 6Q (150779.820000 sec): 3 clusters
  Score: Raw -296093.807587 + Penalty 2642.556248 = -293451.251338
  nChanged 126
		SP:Iteration 7Q (150779.990000 sec): 3 clusters
  Score: Raw -296188.829586 + Penalty 2642.556248 = -293546.273338
  nChanged 135
		SP:Iteration 8Q (150780.170000 sec): 3 clusters
  Score: Raw -296286.211008 + Penalty 2642.556248 = -293643.654760
  nChanged 109
		SP:Iteration 9Q (150780.350000 sec): 3 clusters
  Score: Raw -296365.585390 + Penalty 2642.556248 = -293723.029142
  nChanged 108
		SP:Iteration 10Q (150780.520000 sec): 3 clusters
  Score: Raw -296434.774780 + Penalty 2642.556248 = -293792.218532
  nChanged 83
		SP:Iteration 11Q (150780.700000 sec): 3 clusters
  Score: Raw -296479.038910 + Penalty 2642.556248 = -293836.482662
  nChanged 66
		SP:Iteration 12Q (150780.870000 sec): 3 clusters
  Score: Raw -296513.474885 + Penalty 2642.556248 = -293870.918636
  nChanged 55
		SP:Iteration 13Q (150781.050000 sec): 3 clusters
  Score: Raw -296539.001682 + Penalty 2642.556248 = -293896.445434
  nChanged 50
		SP:Iteration 14Q (150781.230000 sec): 3 clusters
  Score: Raw -296555.627358 + Penalty 2642.556248 = -293913.071110
  nChanged 29
		SP:Iteration 15Q (150781.400000 sec): 3 clusters
  Score: Raw -296565.243058 + Penalty 2642.556248 = -293922.686810
  nChanged 18
		SP:Iteration 16Q (150781.580000 sec): 3 clusters
  Score: Raw -296573.313328 + Penalty 2642.556248 = -293930.757079
  nChanged 18
		SP:Iteration 17Q (150781.750000 sec): 3 clusters
  Score: Raw -296580.670683 + Penalty 2642.556248 = -293938.114435
  nChanged 24
		SP:Iteration 18Q (150781.930000 sec): 3 clusters
  Score: Raw -296590.130846 + Penalty 2642.556248 = -293947.574598
  nChanged 26
		SP:Iteration 19Q (150782.110000 sec): 3 clusters
  Score: Raw -296599.621243 + Penalty 2642.556248 = -293957.064995
  nChanged 24
		SP:Iteration 20F (150782.280000 sec): 3 clusters
  Score: Raw -296609.107291 + Penalty 2642.556248 = -293966.551043
  nChanged 24
		SP:Iteration 21Q (150782.460000 sec): 3 clusters
  Score: Raw -296616.422722 + Penalty 2642.556248 = -293973.866474
  nChanged 18
		SP:Iteration 22Q (150782.620000 sec): 3 clusters
  Score: Raw -296622.358065 + Penalty 2642.556248 = -293979.801816
  nChanged 13
		SP:Iteration 23Q (150782.820000 sec): 3 clusters
  Score: Raw -296626.946832 + Penalty 2642.556248 = -293984.390584
  nChanged 12
		SP:Iteration 24Q (150782.970000 sec): 3 clusters
  Score: Raw -296629.913178 + Penalty 2642.556248 = -293987.356930
  nChanged 8
		SP:Iteration 25Q (150783.150000 sec): 3 clusters
  Score: Raw -296632.787403 + Penalty 2642.556248 = -293990.231155
  nChanged 11
		SP:Iteration 26Q (150783.330000 sec): 3 clusters
  Score: Raw -296635.768627 + Penalty 2642.556248 = -293993.212379
  nChanged 13
		SP:Iteration 27Q (150783.500000 sec): 3 clusters
  Score: Raw -296639.831477 + Penalty 2642.556248 = -293997.275229
  nChanged 10
		SP:Iteration 28Q (150783.680000 sec): 3 clusters
  Score: Raw -296642.056451 + Penalty 2642.556248 = -293999.500203
  nChanged 4
		SP:Iteration 29Q (150783.850000 sec): 3 clusters
  Score: Raw -296642.534409 + Penalty 2642.556248 = -293999.978161
  nChanged 4
		SP:Iteration 30Q (150784.030000 sec): 3 clusters
  Score: Raw -296643.187591 + Penalty 2642.556248 = -294000.631342
  nChanged 4
		SP:Iteration 31Q (150784.210000 sec): 3 clusters
  Score: Raw -296643.761855 + Penalty 2642.556248 = -294001.205607
  nChanged 1
		SP:Iteration 32Q (150784.380000 sec): 3 clusters
  Score: Raw -296643.995445 + Penalty 2642.556248 = -294001.439197
  nChanged 0
		SP:Iteration 33F (150784.560000 sec): 3 clusters
  Score: Raw -296643.995445 + Penalty 2642.556248 = -294001.439197
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (4298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150784.630000 sec): 2 clusters
  Score: Raw -369091.328533 + Penalty 1359.459575 = -367731.868958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150784.720000 sec): 3 clusters
  Score: Raw -366935.224863 + Penalty 2718.919150 = -364216.305713
  nChanged 1689
		SP:Iteration 1F (150784.810000 sec): 3 clusters
  Score: Raw -367865.405512 + Penalty 2718.919150 = -365146.486361
  nChanged 375
		SP:Iteration 2F (150784.890000 sec): 3 clusters
  Score: Raw -368194.118170 + Penalty 2718.919150 = -365475.199020
  nChanged 334
		SP:Iteration 3F (150784.980000 sec): 3 clusters
  Score: Raw -368482.566143 + Penalty 2718.919150 = -365763.646993
  nChanged 261
		SP:Iteration 4F (150785.070000 sec): 3 clusters
  Score: Raw -368725.156268 + Penalty 2718.919150 = -366006.237118
  nChanged 269
		SP:Iteration 5F (150785.150000 sec): 3 clusters
  Score: Raw -368994.615357 + Penalty 2718.919150 = -366275.696207
  nChanged 255
		SP:Iteration 6F (150785.230000 sec): 3 clusters
  Score: Raw -369248.648744 + Penalty 2718.919150 = -366529.729594
  nChanged 191
		SP:Iteration 7Q (150785.320000 sec): 3 clusters
  Score: Raw -369443.150358 + Penalty 2718.919150 = -366724.231208
  nChanged 177
		SP:Iteration 8Q (150785.400000 sec): 3 clusters
  Score: Raw -369609.168783 + Penalty 2718.919150 = -366890.249632
  nChanged 138
		SP:Iteration 9Q (150785.490000 sec): 3 clusters
  Score: Raw -369751.879423 + Penalty 2718.919150 = -367032.960273
  nChanged 135
		SP:Iteration 10Q (150785.570000 sec): 3 clusters
  Score: Raw -369878.726787 + Penalty 2718.919150 = -367159.807637
  nChanged 100
		SP:Iteration 11Q (150785.650000 sec): 3 clusters
  Score: Raw -369950.547136 + Penalty 2718.919150 = -367231.627986
  nChanged 74
		SP:Iteration 12Q (150785.740000 sec): 3 clusters
  Score: Raw -370000.493476 + Penalty 2718.919150 = -367281.574326
  nChanged 71
		SP:Iteration 13Q (150785.820000 sec): 3 clusters
  Score: Raw -370045.653568 + Penalty 2718.919150 = -367326.734418
  nChanged 61
		SP:Iteration 14Q (150785.910000 sec): 3 clusters
  Score: Raw -370083.289712 + Penalty 2718.919150 = -367364.370562
  nChanged 62
		SP:Iteration 15Q (150785.990000 sec): 3 clusters
  Score: Raw -370123.845621 + Penalty 2718.919150 = -367404.926471
  nChanged 48
		SP:Iteration 16Q (150786.070000 sec): 3 clusters
  Score: Raw -370148.621600 + Penalty 2718.919150 = -367429.702450
  nChanged 40
		SP:Iteration 17Q (150786.250000 sec): 3 clusters
  Score: Raw -370168.778161 + Penalty 2718.919150 = -367449.859011
  nChanged 35
		SP:Iteration 18Q (150786.330000 sec): 3 clusters
  Score: Raw -370187.401208 + Penalty 2718.919150 = -367468.482058
  nChanged 41
		SP:Iteration 19Q (150786.410000 sec): 3 clusters
  Score: Raw -370209.994772 + Penalty 2718.919150 = -367491.075622
  nChanged 37
		SP:Iteration 20F (150786.490000 sec): 3 clusters
  Score: Raw -370227.283716 + Penalty 2718.919150 = -367508.364566
  nChanged 34
		SP:Iteration 21Q (150786.580000 sec): 3 clusters
  Score: Raw -370239.519149 + Penalty 2718.919150 = -367520.599999
  nChanged 22
		SP:Iteration 22Q (150786.660000 sec): 3 clusters
  Score: Raw -370248.487665 + Penalty 2718.919150 = -367529.568515
  nChanged 17
		SP:Iteration 23Q (150786.740000 sec): 3 clusters
  Score: Raw -370253.132484 + Penalty 2718.919150 = -367534.213333
  nChanged 10
		SP:Iteration 24Q (150786.830000 sec): 3 clusters
  Score: Raw -370256.447471 + Penalty 2718.919150 = -367537.528321
  nChanged 6
		SP:Iteration 25Q (150786.910000 sec): 3 clusters
  Score: Raw -370258.514580 + Penalty 2718.919150 = -367539.595430
  nChanged 7
		SP:Iteration 26Q (150786.990000 sec): 3 clusters
  Score: Raw -370260.447865 + Penalty 2718.919150 = -367541.528715
  nChanged 6
		SP:Iteration 27Q (150787.080000 sec): 3 clusters
  Score: Raw -370261.886969 + Penalty 2718.919150 = -367542.967819
  nChanged 3
		SP:Iteration 28Q (150787.160000 sec): 3 clusters
  Score: Raw -370262.965835 + Penalty 2718.919150 = -367544.046685
  nChanged 3
		SP:Iteration 29Q (150787.240000 sec): 3 clusters
  Score: Raw -370264.322605 + Penalty 2718.919150 = -367545.403455
  nChanged 3
		SP:Iteration 30Q (150787.320000 sec): 3 clusters
  Score: Raw -370264.737183 + Penalty 2718.919150 = -367545.818033
  nChanged 1
		SP:Iteration 31Q (150787.410000 sec): 3 clusters
  Score: Raw -370264.990201 + Penalty 2718.919150 = -367546.071051
  nChanged 1
		SP:Iteration 32Q (150787.490000 sec): 3 clusters
  Score: Raw -370265.486948 + Penalty 2718.919150 = -367546.567797
  nChanged 1
		SP:Iteration 33Q (150787.610000 sec): 3 clusters
  Score: Raw -370265.665416 + Penalty 2718.919150 = -367546.746266
  nChanged 0
		SP:Iteration 34F (150787.790000 sec): 3 clusters
  Score: Raw -370265.665416 + Penalty 2718.919150 = -367546.746266
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (2533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150787.860000 sec): 2 clusters
  Score: Raw -206913.856009 + Penalty 1273.538443 = -205640.317566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150788.030000 sec): 3 clusters
  Score: Raw -205803.862539 + Penalty 2547.076886 = -203256.785653
  nChanged 938
		SP:Iteration 1F (150788.210000 sec): 3 clusters
  Score: Raw -206418.239844 + Penalty 2547.076886 = -203871.162958
  nChanged 206
		SP:Iteration 2F (150788.390000 sec): 3 clusters
  Score: Raw -206564.638773 + Penalty 2547.076886 = -204017.561887
  nChanged 126
		SP:Iteration 3Q (150788.560000 sec): 3 clusters
  Score: Raw -206652.976511 + Penalty 2547.076886 = -204105.899625
  nChanged 92
		SP:Iteration 4Q (150788.740000 sec): 3 clusters
  Score: Raw -206723.306223 + Penalty 2547.076886 = -204176.229337
  nChanged 64
		SP:Iteration 5Q (150788.910000 sec): 3 clusters
  Score: Raw -206764.557086 + Penalty 2547.076886 = -204217.480200
  nChanged 50
		SP:Iteration 6Q (150789.090000 sec): 3 clusters
  Score: Raw -206792.595389 + Penalty 2547.076886 = -204245.518503
  nChanged 39
		SP:Iteration 7Q (150789.270000 sec): 3 clusters
  Score: Raw -206815.550838 + Penalty 2547.076886 = -204268.473952
  nChanged 41
		SP:Iteration 8Q (150789.440000 sec): 3 clusters
  Score: Raw -206839.422218 + Penalty 2547.076886 = -204292.345332
  nChanged 35
		SP:Iteration 9Q (150789.600000 sec): 3 clusters
  Score: Raw -206854.083451 + Penalty 2547.076886 = -204307.006565
  nChanged 25
		SP:Iteration 10Q (150789.800000 sec): 3 clusters
  Score: Raw -206866.616483 + Penalty 2547.076886 = -204319.539597
  nChanged 20
		SP:Iteration 11Q (150789.960000 sec): 3 clusters
  Score: Raw -206874.069774 + Penalty 2547.076886 = -204326.992888
  nChanged 16
		SP:Iteration 12Q (150790.120000 sec): 3 clusters
  Score: Raw -206881.394965 + Penalty 2547.076886 = -204334.318079
  nChanged 19
		SP:Iteration 13Q (150790.280000 sec): 3 clusters
  Score: Raw -206890.367425 + Penalty 2547.076886 = -204343.290539
  nChanged 13
		SP:Iteration 14Q (150790.440000 sec): 3 clusters
  Score: Raw -206895.381212 + Penalty 2547.076886 = -204348.304326
  nChanged 11
		SP:Iteration 15Q (150790.600000 sec): 3 clusters
  Score: Raw -206900.626563 + Penalty 2547.076886 = -204353.549676
  nChanged 8
		SP:Iteration 16Q (150790.760000 sec): 3 clusters
  Score: Raw -206905.424287 + Penalty 2547.076886 = -204358.347400
  nChanged 13
		SP:Iteration 17Q (150790.920000 sec): 3 clusters
  Score: Raw -206912.789291 + Penalty 2547.076886 = -204365.712404
  nChanged 16
		SP:Iteration 18Q (150791.100000 sec): 3 clusters
  Score: Raw -206922.273546 + Penalty 2547.076886 = -204375.196660
  nChanged 19
		SP:Iteration 19Q (150791.270000 sec): 3 clusters
  Score: Raw -206931.613561 + Penalty 2547.076886 = -204384.536675
  nChanged 17
		SP:Iteration 20F (150791.450000 sec): 3 clusters
  Score: Raw -206941.966112 + Penalty 2547.076886 = -204394.889226
  nChanged 18
		SP:Iteration 21Q (150791.630000 sec): 3 clusters
  Score: Raw -206951.012467 + Penalty 2547.076886 = -204403.935581
  nChanged 13
		SP:Iteration 22Q (150791.800000 sec): 3 clusters
  Score: Raw -206956.819237 + Penalty 2547.076886 = -204409.742351
  nChanged 14
		SP:Iteration 23Q (150791.980000 sec): 3 clusters
  Score: Raw -206964.134494 + Penalty 2547.076886 = -204417.057608
  nChanged 14
		SP:Iteration 24Q (150792.150000 sec): 3 clusters
  Score: Raw -206971.567858 + Penalty 2547.076886 = -204424.490972
  nChanged 6
		SP:Iteration 25Q (150792.330000 sec): 3 clusters
  Score: Raw -206975.293022 + Penalty 2547.076886 = -204428.216135
  nChanged 9
		SP:Iteration 26Q (150792.510000 sec): 3 clusters
  Score: Raw -206980.857698 + Penalty 2547.076886 = -204433.780811
  nChanged 13
		SP:Iteration 27Q (150792.680000 sec): 3 clusters
  Score: Raw -206987.305433 + Penalty 2547.076886 = -204440.228546
  nChanged 14
		SP:Iteration 28Q (150792.860000 sec): 3 clusters
  Score: Raw -206996.088028 + Penalty 2547.076886 = -204449.011141
  nChanged 12
		SP:Iteration 29Q (150793.030000 sec): 3 clusters
  Score: Raw -207002.514936 + Penalty 2547.076886 = -204455.438050
  nChanged 16
		SP:Iteration 30Q (150793.210000 sec): 3 clusters
  Score: Raw -207009.521101 + Penalty 2547.076886 = -204462.444214
  nChanged 13
		SP:Iteration 31Q (150793.250000 sec): 3 clusters
  Score: Raw -207015.133407 + Penalty 2547.076886 = -204468.056521
  nChanged 11
		SP:Iteration 32Q (150793.310000 sec): 3 clusters
  Score: Raw -207019.493076 + Penalty 2547.076886 = -204472.416189
  nChanged 6
		SP:Iteration 33Q (150793.350000 sec): 3 clusters
  Score: Raw -207022.044771 + Penalty 2547.076886 = -204474.967884
  nChanged 1
		SP:Iteration 34Q (150793.400000 sec): 3 clusters
  Score: Raw -207022.444359 + Penalty 2547.076886 = -204475.367472
  nChanged 3
		SP:Iteration 35Q (150793.450000 sec): 3 clusters
  Score: Raw -207023.446128 + Penalty 2547.076886 = -204476.369242
  nChanged 1
		SP:Iteration 36Q (150793.500000 sec): 3 clusters
  Score: Raw -207023.542158 + Penalty 2547.076886 = -204476.465271
  nChanged 0
		SP:Iteration 37F (150793.550000 sec): 3 clusters
  Score: Raw -207023.542158 + Penalty 2547.076886 = -204476.465271
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (3023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150793.650000 sec): 2 clusters
  Score: Raw -239762.220477 + Penalty 1302.275812 = -238459.944665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150793.820000 sec): 3 clusters
  Score: Raw -238405.583991 + Penalty 2604.551623 = -235801.032368
  nChanged 1147
		SP:Iteration 1F (150794.000000 sec): 3 clusters
  Score: Raw -239282.657251 + Penalty 2604.551623 = -236678.105628
  nChanged 267
		SP:Iteration 2F (150794.170000 sec): 3 clusters
  Score: Raw -239512.845065 + Penalty 2604.551623 = -236908.293442
  nChanged 183
		SP:Iteration 3F (150794.350000 sec): 3 clusters
  Score: Raw -239679.102915 + Penalty 2604.551623 = -237074.551292
  nChanged 134
		SP:Iteration 4Q (150794.530000 sec): 3 clusters
  Score: Raw -239779.321957 + Penalty 2604.551623 = -237174.770334
  nChanged 83
		SP:Iteration 5Q (150794.700000 sec): 3 clusters
  Score: Raw -239844.477796 + Penalty 2604.551623 = -237239.926172
  nChanged 71
		SP:Iteration 6Q (150794.880000 sec): 3 clusters
  Score: Raw -239899.937187 + Penalty 2604.551623 = -237295.385564
  nChanged 66
		SP:Iteration 7Q (150794.970000 sec): 3 clusters
  Score: Raw -239949.783975 + Penalty 2604.551623 = -237345.232351
  nChanged 59
		SP:Iteration 8Q (150795.030000 sec): 3 clusters
  Score: Raw -239987.228407 + Penalty 2604.551623 = -237382.676784
  nChanged 53
		SP:Iteration 9Q (150795.090000 sec): 3 clusters
  Score: Raw -240020.036506 + Penalty 2604.551623 = -237415.484883
  nChanged 57
		SP:Iteration 10Q (150795.150000 sec): 3 clusters
  Score: Raw -240052.334581 + Penalty 2604.551623 = -237447.782957
  nChanged 43
		SP:Iteration 11Q (150795.210000 sec): 3 clusters
  Score: Raw -240081.640673 + Penalty 2604.551623 = -237477.089050
  nChanged 43
		SP:Iteration 12Q (150795.270000 sec): 3 clusters
  Score: Raw -240107.768218 + Penalty 2604.551623 = -237503.216594
  nChanged 33
		SP:Iteration 13Q (150795.330000 sec): 3 clusters
  Score: Raw -240127.308344 + Penalty 2604.551623 = -237522.756721
  nChanged 34
		SP:Iteration 14Q (150795.390000 sec): 3 clusters
  Score: Raw -240146.479905 + Penalty 2604.551623 = -237541.928282
  nChanged 35
		SP:Iteration 15Q (150795.440000 sec): 3 clusters
  Score: Raw -240162.934992 + Penalty 2604.551623 = -237558.383369
  nChanged 30
		SP:Iteration 16Q (150795.500000 sec): 3 clusters
  Score: Raw -240179.915274 + Penalty 2604.551623 = -237575.363651
  nChanged 27
		SP:Iteration 17Q (150795.560000 sec): 3 clusters
  Score: Raw -240191.842109 + Penalty 2604.551623 = -237587.290486
  nChanged 17
		SP:Iteration 18Q (150795.620000 sec): 3 clusters
  Score: Raw -240198.302282 + Penalty 2604.551623 = -237593.750658
  nChanged 6
		SP:Iteration 19Q (150795.680000 sec): 3 clusters
  Score: Raw -240201.073999 + Penalty 2604.551623 = -237596.522375
  nChanged 7
		SP:Iteration 20F (150795.810000 sec): 3 clusters
  Score: Raw -240202.750955 + Penalty 2604.551623 = -237598.199332
  nChanged 2
		SP:Iteration 21Q (150795.990000 sec): 3 clusters
  Score: Raw -240203.532131 + Penalty 2604.551623 = -237598.980508
  nChanged 5
		SP:Iteration 22Q (150796.170000 sec): 3 clusters
  Score: Raw -240205.249879 + Penalty 2604.551623 = -237600.698255
  nChanged 4
		SP:Iteration 23Q (150796.340000 sec): 3 clusters
  Score: Raw -240206.623053 + Penalty 2604.551623 = -237602.071429
  nChanged 3
		SP:Iteration 24Q (150796.520000 sec): 3 clusters
  Score: Raw -240207.040386 + Penalty 2604.551623 = -237602.488763
  nChanged 1
		SP:Iteration 25Q (150796.690000 sec): 3 clusters
  Score: Raw -240207.474167 + Penalty 2604.551623 = -237602.922544
  nChanged 1
		SP:Iteration 26Q (150796.870000 sec): 3 clusters
  Score: Raw -240207.652592 + Penalty 2604.551623 = -237603.100968
  nChanged 0
		SP:Iteration 27F (150797.050000 sec): 3 clusters
  Score: Raw -240207.652592 + Penalty 2604.551623 = -237603.100968
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (7846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150797.170000 sec): 2 clusters
  Score: Raw -681027.138181 + Penalty 1457.260858 = -679569.877323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150797.380000 sec): 3 clusters
  Score: Raw -676759.422589 + Penalty 2914.521716 = -673844.900872
  nChanged 3394
		SP:Iteration 1F (150797.550000 sec): 3 clusters
  Score: Raw -678995.830357 + Penalty 2914.521716 = -676081.308640
  nChanged 810
		SP:Iteration 2F (150797.750000 sec): 3 clusters
  Score: Raw -679707.506783 + Penalty 2914.521716 = -676792.985066
  nChanged 663
		SP:Iteration 3F (150797.940000 sec): 3 clusters
  Score: Raw -680218.382773 + Penalty 2914.521716 = -677303.861056
  nChanged 498
		SP:Iteration 4F (150798.140000 sec): 3 clusters
  Score: Raw -680563.101317 + Penalty 2914.521716 = -677648.579600
  nChanged 393
		SP:Iteration 5F (150798.340000 sec): 3 clusters
  Score: Raw -680798.507754 + Penalty 2914.521716 = -677883.986038
  nChanged 285
		SP:Iteration 6Q (150798.540000 sec): 3 clusters
  Score: Raw -680943.340228 + Penalty 2914.521716 = -678028.818512
  nChanged 199
		SP:Iteration 7Q (150798.730000 sec): 3 clusters
  Score: Raw -681025.939721 + Penalty 2914.521716 = -678111.418005
  nChanged 151
		SP:Iteration 8Q (150798.930000 sec): 3 clusters
  Score: Raw -681079.019331 + Penalty 2914.521716 = -678164.497615
  nChanged 131
		SP:Iteration 9Q (150799.130000 sec): 3 clusters
  Score: Raw -681132.580627 + Penalty 2914.521716 = -678218.058911
  nChanged 129
		SP:Iteration 10Q (150799.330000 sec): 3 clusters
  Score: Raw -681182.900245 + Penalty 2914.521716 = -678268.378529
  nChanged 96
		SP:Iteration 11Q (150799.530000 sec): 3 clusters
  Score: Raw -681217.306018 + Penalty 2914.521716 = -678302.784302
  nChanged 83
		SP:Iteration 12Q (150799.730000 sec): 3 clusters
  Score: Raw -681247.310919 + Penalty 2914.521716 = -678332.789203
  nChanged 79
		SP:Iteration 13Q (150799.930000 sec): 3 clusters
  Score: Raw -681273.292795 + Penalty 2914.521716 = -678358.771079
  nChanged 61
		SP:Iteration 14Q (150800.130000 sec): 3 clusters
  Score: Raw -681295.970959 + Penalty 2914.521716 = -678381.449243
  nChanged 60
		SP:Iteration 15Q (150800.330000 sec): 3 clusters
  Score: Raw -681314.874050 + Penalty 2914.521716 = -678400.352333
  nChanged 54
		SP:Iteration 16Q (150800.520000 sec): 3 clusters
  Score: Raw -681329.682213 + Penalty 2914.521716 = -678415.160497
  nChanged 38
		SP:Iteration 17Q (150800.720000 sec): 3 clusters
  Score: Raw -681339.547120 + Penalty 2914.521716 = -678425.025404
  nChanged 42
		SP:Iteration 18Q (150800.920000 sec): 3 clusters
  Score: Raw -681356.909165 + Penalty 2914.521716 = -678442.387449
  nChanged 55
		SP:Iteration 19Q (150801.120000 sec): 3 clusters
  Score: Raw -681371.170201 + Penalty 2914.521716 = -678456.648485
  nChanged 38
		SP:Iteration 20F (150801.280000 sec): 3 clusters
  Score: Raw -681383.130287 + Penalty 2914.521716 = -678468.608570
  nChanged 42
		SP:Iteration 21Q (150801.390000 sec): 3 clusters
  Score: Raw -681397.406826 + Penalty 2914.521716 = -678482.885110
  nChanged 45
		SP:Iteration 22Q (150801.500000 sec): 3 clusters
  Score: Raw -681415.134582 + Penalty 2914.521716 = -678500.612866
  nChanged 40
		SP:Iteration 23Q (150801.700000 sec): 3 clusters
  Score: Raw -681428.301966 + Penalty 2914.521716 = -678513.780250
  nChanged 39
		SP:Iteration 24Q (150801.820000 sec): 3 clusters
  Score: Raw -681441.015661 + Penalty 2914.521716 = -678526.493945
  nChanged 41
		SP:Iteration 25Q (150801.930000 sec): 3 clusters
  Score: Raw -681454.946267 + Penalty 2914.521716 = -678540.424551
  nChanged 34
		SP:Iteration 26Q (150802.040000 sec): 3 clusters
  Score: Raw -681472.224307 + Penalty 2914.521716 = -678557.702591
  nChanged 55
		SP:Iteration 27Q (150802.160000 sec): 3 clusters
  Score: Raw -681499.160363 + Penalty 2914.521716 = -678584.638647
  nChanged 66
		SP:Iteration 28Q (150802.260000 sec): 3 clusters
  Score: Raw -681532.159979 + Penalty 2914.521716 = -678617.638263
  nChanged 61
		SP:Iteration 29Q (150802.380000 sec): 3 clusters
  Score: Raw -681562.792911 + Penalty 2914.521716 = -678648.271195
  nChanged 63
		SP:Iteration 30Q (150802.500000 sec): 3 clusters
  Score: Raw -681588.525367 + Penalty 2914.521716 = -678674.003651
  nChanged 61
		SP:Iteration 31Q (150802.610000 sec): 3 clusters
  Score: Raw -681613.457594 + Penalty 2914.521716 = -678698.935877
  nChanged 51
		SP:Iteration 32Q (150802.810000 sec): 3 clusters
  Score: Raw -681635.280046 + Penalty 2914.521716 = -678720.758330
  nChanged 51
		SP:Iteration 33Q (150803.010000 sec): 3 clusters
  Score: Raw -681655.604040 + Penalty 2914.521716 = -678741.082324
  nChanged 47
		SP:Iteration 34Q (150803.210000 sec): 3 clusters
  Score: Raw -681675.214163 + Penalty 2914.521716 = -678760.692447
  nChanged 45
		SP:Iteration 35Q (150803.400000 sec): 3 clusters
  Score: Raw -681697.743692 + Penalty 2914.521716 = -678783.221976
  nChanged 47
		SP:Iteration 36Q (150803.600000 sec): 3 clusters
  Score: Raw -681717.561023 + Penalty 2914.521716 = -678803.039306
  nChanged 46
		SP:Iteration 37Q (150803.800000 sec): 3 clusters
  Score: Raw -681738.283267 + Penalty 2914.521716 = -678823.761551
  nChanged 47
		SP:Iteration 38Q (150804.000000 sec): 3 clusters
  Score: Raw -681759.523664 + Penalty 2914.521716 = -678845.001948
  nChanged 48
		SP:Iteration 39Q (150804.200000 sec): 3 clusters
  Score: Raw -681781.602503 + Penalty 2914.521716 = -678867.080787
  nChanged 46
		SP:Iteration 40F (150804.380000 sec): 3 clusters
  Score: Raw -681799.348631 + Penalty 2914.521716 = -678884.826915
  nChanged 46
		SP:Iteration 41Q (150804.490000 sec): 3 clusters
  Score: Raw -681814.301368 + Penalty 2914.521716 = -678899.779652
  nChanged 32
		SP:Iteration 42Q (150804.610000 sec): 3 clusters
  Score: Raw -681825.028775 + Penalty 2914.521716 = -678910.507058
  nChanged 31
		SP:Iteration 43Q (150804.730000 sec): 3 clusters
  Score: Raw -681836.184186 + Penalty 2914.521716 = -678921.662470
  nChanged 33
		SP:Iteration 44Q (150804.840000 sec): 3 clusters
  Score: Raw -681852.314718 + Penalty 2914.521716 = -678937.793001
  nChanged 35
		SP:Iteration 45Q (150804.960000 sec): 3 clusters
  Score: Raw -681868.355964 + Penalty 2914.521716 = -678953.834248
  nChanged 28
		SP:Iteration 46Q (150805.070000 sec): 3 clusters
  Score: Raw -681880.193837 + Penalty 2914.521716 = -678965.672121
  nChanged 24
		SP:Iteration 47Q (150805.190000 sec): 3 clusters
  Score: Raw -681886.306530 + Penalty 2914.521716 = -678971.784814
  nChanged 19
		SP:Iteration 48Q (150805.300000 sec): 3 clusters
  Score: Raw -681891.193079 + Penalty 2914.521716 = -678976.671363
  nChanged 17
		SP:Iteration 49Q (150805.510000 sec): 3 clusters
  Score: Raw -681899.201154 + Penalty 2914.521716 = -678984.679438
  nChanged 21
		SP:Iteration 50Q (150805.620000 sec): 3 clusters
  Score: Raw -681907.984984 + Penalty 2914.521716 = -678993.463268
  nChanged 24
		SP:Iteration 51Q (150805.740000 sec): 3 clusters
  Score: Raw -681918.619574 + Penalty 2914.521716 = -679004.097858
  nChanged 17
		SP:Iteration 52Q (150805.860000 sec): 3 clusters
  Score: Raw -681923.850572 + Penalty 2914.521716 = -679009.328856
  nChanged 9
		SP:Iteration 53Q (150805.990000 sec): 3 clusters
  Score: Raw -681928.628171 + Penalty 2914.521716 = -679014.106455
  nChanged 12
		SP:Iteration 54Q (150806.110000 sec): 3 clusters
  Score: Raw -681933.129919 + Penalty 2914.521716 = -679018.608202
  nChanged 13
		SP:Iteration 55Q (150806.230000 sec): 3 clusters
  Score: Raw -681938.689211 + Penalty 2914.521716 = -679024.167495
  nChanged 12
		SP:Iteration 56Q (150806.430000 sec): 3 clusters
  Score: Raw -681944.436981 + Penalty 2914.521716 = -679029.915265
  nChanged 19
		SP:Iteration 57Q (150806.620000 sec): 3 clusters
  Score: Raw -681950.735953 + Penalty 2914.521716 = -679036.214237
  nChanged 16
		SP:Iteration 58Q (150806.820000 sec): 3 clusters
  Score: Raw -681956.319429 + Penalty 2914.521716 = -679041.797713
  nChanged 13
		SP:Iteration 59Q (150807.020000 sec): 3 clusters
  Score: Raw -681961.575181 + Penalty 2914.521716 = -679047.053465
  nChanged 14
		SP:Iteration 60F (150807.220000 sec): 3 clusters
  Score: Raw -681966.639443 + Penalty 2914.521716 = -679052.117726
  nChanged 14
		SP:Iteration 61Q (150807.330000 sec): 3 clusters
  Score: Raw -681972.689853 + Penalty 2914.521716 = -679058.168137
  nChanged 12
		SP:Iteration 62Q (150807.440000 sec): 3 clusters
  Score: Raw -681978.970445 + Penalty 2914.521716 = -679064.448728
  nChanged 16
		SP:Iteration 63Q (150807.550000 sec): 3 clusters
  Score: Raw -681986.541910 + Penalty 2914.521716 = -679072.020194
  nChanged 12
		SP:Iteration 64Q (150807.660000 sec): 3 clusters
  Score: Raw -681994.496238 + Penalty 2914.521716 = -679079.974522
  nChanged 15
		SP:Iteration 65Q (150807.780000 sec): 3 clusters
  Score: Raw -682000.914335 + Penalty 2914.521716 = -679086.392618
  nChanged 14
		SP:Iteration 66Q (150807.900000 sec): 3 clusters
  Score: Raw -682005.864131 + Penalty 2914.521716 = -679091.342415
  nChanged 9
		SP:Iteration 67Q (150808.010000 sec): 3 clusters
  Score: Raw -682010.033007 + Penalty 2914.521716 = -679095.511291
  nChanged 9
		SP:Iteration 68Q (150808.120000 sec): 3 clusters
  Score: Raw -682012.449323 + Penalty 2914.521716 = -679097.927607
  nChanged 4
		SP:Iteration 69Q (150808.240000 sec): 3 clusters
  Score: Raw -682014.041131 + Penalty 2914.521716 = -679099.519415
  nChanged 9
		SP:Iteration 70Q (150808.450000 sec): 3 clusters
  Score: Raw -682017.209015 + Penalty 2914.521716 = -679102.687299
  nChanged 8
		SP:Iteration 71Q (150808.650000 sec): 3 clusters
  Score: Raw -682019.454013 + Penalty 2914.521716 = -679104.932297
  nChanged 2
		SP:Iteration 72Q (150808.840000 sec): 3 clusters
  Score: Raw -682019.597890 + Penalty 2914.521716 = -679105.076174
  nChanged 0
		SP:Iteration 73F (150809.080000 sec): 3 clusters
  Score: Raw -682019.597890 + Penalty 2914.521716 = -679105.076174
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150809.180000 sec): 2 clusters
  Score: Raw -372488.089791 + Penalty 1365.034098 = -371123.055693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150809.350000 sec): 3 clusters
  Score: Raw -370235.870952 + Penalty 2730.068197 = -367505.802755
  nChanged 1845
		SP:Iteration 1F (150809.530000 sec): 3 clusters
  Score: Raw -371397.015160 + Penalty 2730.068197 = -368666.946963
  nChanged 453
		SP:Iteration 2F (150809.700000 sec): 3 clusters
  Score: Raw -371784.059065 + Penalty 2730.068197 = -369053.990868
  nChanged 358
		SP:Iteration 3F (150809.880000 sec): 3 clusters
  Score: Raw -372156.827964 + Penalty 2730.068197 = -369426.759767
  nChanged 319
		SP:Iteration 4F (150809.960000 sec): 3 clusters
  Score: Raw -372462.129900 + Penalty 2730.068197 = -369732.061703
  nChanged 254
		SP:Iteration 5F (150810.040000 sec): 3 clusters
  Score: Raw -372667.269348 + Penalty 2730.068197 = -369937.201151
  nChanged 179
		SP:Iteration 6Q (150810.120000 sec): 3 clusters
  Score: Raw -372802.860806 + Penalty 2730.068197 = -370072.792609
  nChanged 147
		SP:Iteration 7Q (150810.240000 sec): 3 clusters
  Score: Raw -372918.029909 + Penalty 2730.068197 = -370187.961712
  nChanged 118
		SP:Iteration 8Q (150810.410000 sec): 3 clusters
  Score: Raw -373012.370475 + Penalty 2730.068197 = -370282.302279
  nChanged 98
		SP:Iteration 9Q (150810.590000 sec): 3 clusters
  Score: Raw -373085.129653 + Penalty 2730.068197 = -370355.061456
  nChanged 76
		SP:Iteration 10Q (150810.760000 sec): 3 clusters
  Score: Raw -373129.854434 + Penalty 2730.068197 = -370399.786237
  nChanged 62
		SP:Iteration 11Q (150810.980000 sec): 3 clusters
  Score: Raw -373162.884327 + Penalty 2730.068197 = -370432.816130
  nChanged 51
		SP:Iteration 12Q (150811.160000 sec): 3 clusters
  Score: Raw -373196.239413 + Penalty 2730.068197 = -370466.171217
  nChanged 54
		SP:Iteration 13Q (150811.340000 sec): 3 clusters
  Score: Raw -373221.636131 + Penalty 2730.068197 = -370491.567934
  nChanged 38
		SP:Iteration 14Q (150811.510000 sec): 3 clusters
  Score: Raw -373238.369027 + Penalty 2730.068197 = -370508.300830
  nChanged 45
		SP:Iteration 15Q (150811.690000 sec): 3 clusters
  Score: Raw -373254.568175 + Penalty 2730.068197 = -370524.499978
  nChanged 26
		SP:Iteration 16Q (150811.860000 sec): 3 clusters
  Score: Raw -373266.094889 + Penalty 2730.068197 = -370536.026692
  nChanged 24
		SP:Iteration 17Q (150812.040000 sec): 3 clusters
  Score: Raw -373274.831952 + Penalty 2730.068197 = -370544.763755
  nChanged 18
		SP:Iteration 18Q (150812.220000 sec): 3 clusters
  Score: Raw -373281.761022 + Penalty 2730.068197 = -370551.692825
  nChanged 18
		SP:Iteration 19Q (150812.390000 sec): 3 clusters
  Score: Raw -373289.381677 + Penalty 2730.068197 = -370559.313481
  nChanged 25
		SP:Iteration 20F (150812.560000 sec): 3 clusters
  Score: Raw -373301.667386 + Penalty 2730.068197 = -370571.599190
  nChanged 23
		SP:Iteration 21Q (150812.740000 sec): 3 clusters
  Score: Raw -373309.584772 + Penalty 2730.068197 = -370579.516575
  nChanged 15
		SP:Iteration 22Q (150812.920000 sec): 3 clusters
  Score: Raw -373314.152612 + Penalty 2730.068197 = -370584.084415
  nChanged 17
		SP:Iteration 23Q (150813.140000 sec): 3 clusters
  Score: Raw -373319.659592 + Penalty 2730.068197 = -370589.591395
  nChanged 10
		SP:Iteration 24Q (150813.280000 sec): 3 clusters
  Score: Raw -373323.036617 + Penalty 2730.068197 = -370592.968420
  nChanged 5
		SP:Iteration 25Q (150813.510000 sec): 3 clusters
  Score: Raw -373323.975947 + Penalty 2730.068197 = -370593.907750
  nChanged 2
		SP:Iteration 26Q (150813.700000 sec): 3 clusters
  Score: Raw -373324.839890 + Penalty 2730.068197 = -370594.771694
  nChanged 5
		SP:Iteration 27Q (150813.880000 sec): 3 clusters
  Score: Raw -373326.716721 + Penalty 2730.068197 = -370596.648524
  nChanged 2
		SP:Iteration 28Q (150814.050000 sec): 3 clusters
  Score: Raw -373327.325628 + Penalty 2730.068197 = -370597.257431
  nChanged 6
		SP:Iteration 29Q (150814.230000 sec): 3 clusters
  Score: Raw -373329.079058 + Penalty 2730.068197 = -370599.010862
  nChanged 6
		SP:Iteration 30Q (150814.400000 sec): 3 clusters
  Score: Raw -373331.049434 + Penalty 2730.068197 = -370600.981237
  nChanged 5
		SP:Iteration 31Q (150814.580000 sec): 3 clusters
  Score: Raw -373332.325373 + Penalty 2730.068197 = -370602.257176
  nChanged 5
		SP:Iteration 32Q (150814.760000 sec): 3 clusters
  Score: Raw -373333.627530 + Penalty 2730.068197 = -370603.559333
  nChanged 6
		SP:Iteration 33Q (150814.930000 sec): 3 clusters
  Score: Raw -373334.889558 + Penalty 2730.068197 = -370604.821361
  nChanged 10
		SP:Iteration 34Q (150815.110000 sec): 3 clusters
  Score: Raw -373336.752082 + Penalty 2730.068197 = -370606.683885
  nChanged 2
		SP:Iteration 35Q (150815.280000 sec): 3 clusters
  Score: Raw -373337.321727 + Penalty 2730.068197 = -370607.253530
  nChanged 2
		SP:Iteration 36Q (150815.460000 sec): 3 clusters
  Score: Raw -373337.701543 + Penalty 2730.068197 = -370607.633346
  nChanged 2
		SP:Iteration 37Q (150815.640000 sec): 3 clusters
  Score: Raw -373338.050845 + Penalty 2730.068197 = -370607.982648
  nChanged 3
		SP:Iteration 38Q (150815.810000 sec): 3 clusters
  Score: Raw -373338.880188 + Penalty 2730.068197 = -370608.811992
  nChanged 4
		SP:Iteration 39Q (150815.990000 sec): 3 clusters
  Score: Raw -373339.871746 + Penalty 2730.068197 = -370609.803549
  nChanged 3
		SP:Iteration 40F (150816.160000 sec): 3 clusters
  Score: Raw -373340.817491 + Penalty 2730.068197 = -370610.749294
  nChanged 3
		SP:Iteration 41Q (150816.340000 sec): 3 clusters
  Score: Raw -373342.112129 + Penalty 2730.068197 = -370612.043932
  nChanged 4
		SP:Iteration 42Q (150816.510000 sec): 3 clusters
  Score: Raw -373343.316530 + Penalty 2730.068197 = -370613.248333
  nChanged 3
		SP:Iteration 43Q (150816.690000 sec): 3 clusters
  Score: Raw -373344.311139 + Penalty 2730.068197 = -370614.242942
  nChanged 1
		SP:Iteration 44Q (150816.860000 sec): 3 clusters
  Score: Raw -373344.406319 + Penalty 2730.068197 = -370614.338123
  nChanged 1
		SP:Iteration 45Q (150817.040000 sec): 3 clusters
  Score: Raw -373344.515744 + Penalty 2730.068197 = -370614.447547
  nChanged 0
		SP:Iteration 46F (150817.220000 sec): 3 clusters
  Score: Raw -373344.515744 + Penalty 2730.068197 = -370614.447547
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150817.280000 sec): 2 clusters
  Score: Raw -231501.887840 + Penalty 1271.082151 = -230230.805688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150817.460000 sec): 3 clusters
  Score: Raw -230355.041151 + Penalty 2542.164303 = -227812.876848
  nChanged 920
		SP:Iteration 1F (150817.630000 sec): 3 clusters
  Score: Raw -230970.924219 + Penalty 2542.164303 = -228428.759917
  nChanged 233
		SP:Iteration 2F (150817.810000 sec): 3 clusters
  Score: Raw -231173.316563 + Penalty 2542.164303 = -228631.152261
  nChanged 163
		SP:Iteration 3F (150817.980000 sec): 3 clusters
  Score: Raw -231327.556555 + Penalty 2542.164303 = -228785.392252
  nChanged 135
		SP:Iteration 4F (150818.160000 sec): 3 clusters
  Score: Raw -231456.408221 + Penalty 2542.164303 = -228914.243919
  nChanged 112
		SP:Iteration 5Q (150818.340000 sec): 3 clusters
  Score: Raw -231556.894891 + Penalty 2542.164303 = -229014.730588
  nChanged 103
		SP:Iteration 6Q (150818.510000 sec): 3 clusters
  Score: Raw -231644.168519 + Penalty 2542.164303 = -229102.004216
  nChanged 78
		SP:Iteration 7Q (150818.690000 sec): 3 clusters
  Score: Raw -231702.238173 + Penalty 2542.164303 = -229160.073870
  nChanged 58
		SP:Iteration 8Q (150818.860000 sec): 3 clusters
  Score: Raw -231742.445141 + Penalty 2542.164303 = -229200.280838
  nChanged 37
		SP:Iteration 9Q (150819.040000 sec): 3 clusters
  Score: Raw -231761.613466 + Penalty 2542.164303 = -229219.449163
  nChanged 29
		SP:Iteration 10Q (150819.220000 sec): 3 clusters
  Score: Raw -231777.623732 + Penalty 2542.164303 = -229235.459430
  nChanged 25
		SP:Iteration 11Q (150819.390000 sec): 3 clusters
  Score: Raw -231792.457450 + Penalty 2542.164303 = -229250.293147
  nChanged 25
		SP:Iteration 12Q (150819.570000 sec): 3 clusters
  Score: Raw -231812.458819 + Penalty 2542.164303 = -229270.294517
  nChanged 31
		SP:Iteration 13Q (150819.740000 sec): 3 clusters
  Score: Raw -231832.531925 + Penalty 2542.164303 = -229290.367622
  nChanged 22
		SP:Iteration 14Q (150819.920000 sec): 3 clusters
  Score: Raw -231843.048172 + Penalty 2542.164303 = -229300.883870
  nChanged 11
		SP:Iteration 15Q (150820.100000 sec): 3 clusters
  Score: Raw -231848.932449 + Penalty 2542.164303 = -229306.768147
  nChanged 15
		SP:Iteration 16Q (150820.250000 sec): 3 clusters
  Score: Raw -231859.484864 + Penalty 2542.164303 = -229317.320561
  nChanged 17
		SP:Iteration 17Q (150820.400000 sec): 3 clusters
  Score: Raw -231867.793950 + Penalty 2542.164303 = -229325.629647
  nChanged 9
		SP:Iteration 18Q (150820.580000 sec): 3 clusters
  Score: Raw -231872.920509 + Penalty 2542.164303 = -229330.756207
  nChanged 8
		SP:Iteration 19Q (150820.750000 sec): 3 clusters
  Score: Raw -231879.932295 + Penalty 2542.164303 = -229337.767993
  nChanged 17
		SP:Iteration 20F (150820.930000 sec): 3 clusters
  Score: Raw -231892.637138 + Penalty 2542.164303 = -229350.472835
  nChanged 23
		SP:Iteration 21Q (150821.100000 sec): 3 clusters
  Score: Raw -231906.551962 + Penalty 2542.164303 = -229364.387660
  nChanged 18
		SP:Iteration 22Q (150821.280000 sec): 3 clusters
  Score: Raw -231918.529180 + Penalty 2542.164303 = -229376.364877
  nChanged 16
		SP:Iteration 23Q (150821.460000 sec): 3 clusters
  Score: Raw -231931.540914 + Penalty 2542.164303 = -229389.376612
  nChanged 22
		SP:Iteration 24Q (150821.630000 sec): 3 clusters
  Score: Raw -231951.660843 + Penalty 2542.164303 = -229409.496540
  nChanged 18
		SP:Iteration 25Q (150821.810000 sec): 3 clusters
  Score: Raw -231966.411561 + Penalty 2542.164303 = -229424.247258
  nChanged 24
		SP:Iteration 26Q (150822.000000 sec): 3 clusters
  Score: Raw -231982.145593 + Penalty 2542.164303 = -229439.981291
  nChanged 26
		SP:Iteration 27Q (150822.050000 sec): 3 clusters
  Score: Raw -231995.053239 + Penalty 2542.164303 = -229452.888936
  nChanged 23
		SP:Iteration 28Q (150822.100000 sec): 3 clusters
  Score: Raw -232008.388477 + Penalty 2542.164303 = -229466.224175
  nChanged 19
		SP:Iteration 29Q (150822.150000 sec): 3 clusters
  Score: Raw -232019.060692 + Penalty 2542.164303 = -229476.896389
  nChanged 14
		SP:Iteration 30Q (150822.200000 sec): 3 clusters
  Score: Raw -232024.578181 + Penalty 2542.164303 = -229482.413878
  nChanged 9
		SP:Iteration 31Q (150822.240000 sec): 3 clusters
  Score: Raw -232028.616149 + Penalty 2542.164303 = -229486.451846
  nChanged 7
		SP:Iteration 32Q (150822.290000 sec): 3 clusters
  Score: Raw -232032.736695 + Penalty 2542.164303 = -229490.572392
  nChanged 7
		SP:Iteration 33Q (150822.340000 sec): 3 clusters
  Score: Raw -232036.275506 + Penalty 2542.164303 = -229494.111203
  nChanged 2
		SP:Iteration 34Q (150822.390000 sec): 3 clusters
  Score: Raw -232037.479460 + Penalty 2542.164303 = -229495.315157
  nChanged 5
		SP:Iteration 35Q (150822.440000 sec): 3 clusters
  Score: Raw -232039.557867 + Penalty 2542.164303 = -229497.393564
  nChanged 2
		SP:Iteration 36Q (150822.490000 sec): 3 clusters
  Score: Raw -232040.704896 + Penalty 2542.164303 = -229498.540594
  nChanged 2
		SP:Iteration 37Q (150822.540000 sec): 3 clusters
  Score: Raw -232041.228361 + Penalty 2542.164303 = -229499.064058
  nChanged 1
		SP:Iteration 38Q (150822.590000 sec): 3 clusters
  Score: Raw -232041.459506 + Penalty 2542.164303 = -229499.295203
  nChanged 0
		SP:Iteration 39F (150822.640000 sec): 3 clusters
  Score: Raw -232041.459506 + Penalty 2542.164303 = -229499.295203
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (6362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150822.760000 sec): 2 clusters
  Score: Raw -621208.504354 + Penalty 1423.190937 = -619785.313417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150822.970000 sec): 3 clusters
  Score: Raw -617846.541379 + Penalty 2846.381874 = -615000.159506
  nChanged 2673
		SP:Iteration 1F (150823.150000 sec): 3 clusters
  Score: Raw -619376.891713 + Penalty 2846.381874 = -616530.509839
  nChanged 428
		SP:Iteration 2F (150823.310000 sec): 3 clusters
  Score: Raw -619601.573909 + Penalty 2846.381874 = -616755.192036
  nChanged 324
		SP:Iteration 3F (150823.420000 sec): 3 clusters
  Score: Raw -619771.004389 + Penalty 2846.381874 = -616924.622516
  nChanged 258
		SP:Iteration 4Q (150823.520000 sec): 3 clusters
  Score: Raw -619899.318110 + Penalty 2846.381874 = -617052.936236
  nChanged 248
		SP:Iteration 5Q (150823.610000 sec): 3 clusters
  Score: Raw -620018.330383 + Penalty 2846.381874 = -617171.948510
  nChanged 220
		SP:Iteration 6Q (150823.710000 sec): 3 clusters
  Score: Raw -620121.708464 + Penalty 2846.381874 = -617275.326591
  nChanged 231
		SP:Iteration 7Q (150823.820000 sec): 3 clusters
  Score: Raw -620237.030846 + Penalty 2846.381874 = -617390.648973
  nChanged 236
		SP:Iteration 8Q (150823.930000 sec): 3 clusters
  Score: Raw -620356.919498 + Penalty 2846.381874 = -617510.537624
  nChanged 240
		SP:Iteration 9Q (150824.040000 sec): 3 clusters
  Score: Raw -620481.540035 + Penalty 2846.381874 = -617635.158161
  nChanged 229
		SP:Iteration 10Q (150824.140000 sec): 3 clusters
  Score: Raw -620605.900274 + Penalty 2846.381874 = -617759.518401
  nChanged 230
		SP:Iteration 11Q (150824.330000 sec): 3 clusters
  Score: Raw -620721.036411 + Penalty 2846.381874 = -617874.654538
  nChanged 201
		SP:Iteration 12Q (150824.540000 sec): 3 clusters
  Score: Raw -620812.945445 + Penalty 2846.381874 = -617966.563572
  nChanged 169
		SP:Iteration 13Q (150824.670000 sec): 3 clusters
  Score: Raw -620889.948708 + Penalty 2846.381874 = -618043.566834
  nChanged 148
		SP:Iteration 14Q (150824.840000 sec): 3 clusters
  Score: Raw -620963.929286 + Penalty 2846.381874 = -618117.547413
  nChanged 137
		SP:Iteration 15Q (150825.010000 sec): 3 clusters
  Score: Raw -621025.256217 + Penalty 2846.381874 = -618178.874344
  nChanged 115
		SP:Iteration 16Q (150825.170000 sec): 3 clusters
  Score: Raw -621063.635048 + Penalty 2846.381874 = -618217.253174
  nChanged 83
		SP:Iteration 17Q (150825.340000 sec): 3 clusters
  Score: Raw -621089.918604 + Penalty 2846.381874 = -618243.536730
  nChanged 71
		SP:Iteration 18Q (150825.500000 sec): 3 clusters
  Score: Raw -621111.231590 + Penalty 2846.381874 = -618264.849717
  nChanged 57
		SP:Iteration 19Q (150825.670000 sec): 3 clusters
  Score: Raw -621128.185856 + Penalty 2846.381874 = -618281.803982
  nChanged 60
		SP:Iteration 20F (150825.830000 sec): 3 clusters
  Score: Raw -621146.106123 + Penalty 2846.381874 = -618299.724250
  nChanged 48
		SP:Iteration 21Q (150826.000000 sec): 3 clusters
  Score: Raw -621160.368007 + Penalty 2846.381874 = -618313.986133
  nChanged 42
		SP:Iteration 22Q (150826.160000 sec): 3 clusters
  Score: Raw -621172.066143 + Penalty 2846.381874 = -618325.684269
  nChanged 43
		SP:Iteration 23Q (150826.330000 sec): 3 clusters
  Score: Raw -621185.149512 + Penalty 2846.381874 = -618338.767639
  nChanged 42
		SP:Iteration 24Q (150826.490000 sec): 3 clusters
  Score: Raw -621199.628857 + Penalty 2846.381874 = -618353.246983
  nChanged 44
		SP:Iteration 25Q (150826.660000 sec): 3 clusters
  Score: Raw -621215.447590 + Penalty 2846.381874 = -618369.065717
  nChanged 43
		SP:Iteration 26Q (150826.820000 sec): 3 clusters
  Score: Raw -621229.310701 + Penalty 2846.381874 = -618382.928827
  nChanged 45
		SP:Iteration 27Q (150827.030000 sec): 3 clusters
  Score: Raw -621242.639551 + Penalty 2846.381874 = -618396.257678
  nChanged 44
		SP:Iteration 28Q (150827.200000 sec): 3 clusters
  Score: Raw -621257.473661 + Penalty 2846.381874 = -618411.091788
  nChanged 38
		SP:Iteration 29Q (150827.390000 sec): 3 clusters
  Score: Raw -621268.230979 + Penalty 2846.381874 = -618421.849105
  nChanged 32
		SP:Iteration 30Q (150827.560000 sec): 3 clusters
  Score: Raw -621276.526962 + Penalty 2846.381874 = -618430.145088
  nChanged 36
		SP:Iteration 31Q (150827.660000 sec): 3 clusters
  Score: Raw -621285.589281 + Penalty 2846.381874 = -618439.207408
  nChanged 32
		SP:Iteration 32Q (150827.760000 sec): 3 clusters
  Score: Raw -621292.780408 + Penalty 2846.381874 = -618446.398535
  nChanged 26
		SP:Iteration 33Q (150827.950000 sec): 3 clusters
  Score: Raw -621298.305545 + Penalty 2846.381874 = -618451.923671
  nChanged 26
		SP:Iteration 34Q (150828.170000 sec): 3 clusters
  Score: Raw -621304.021098 + Penalty 2846.381874 = -618457.639225
  nChanged 26
		SP:Iteration 35Q (150828.290000 sec): 3 clusters
  Score: Raw -621311.100494 + Penalty 2846.381874 = -618464.718621
  nChanged 21
		SP:Iteration 36Q (150828.480000 sec): 3 clusters
  Score: Raw -621316.618306 + Penalty 2846.381874 = -618470.236433
  nChanged 25
		SP:Iteration 37Q (150828.650000 sec): 3 clusters
  Score: Raw -621323.058054 + Penalty 2846.381874 = -618476.676181
  nChanged 24
		SP:Iteration 38Q (150828.810000 sec): 3 clusters
  Score: Raw -621329.310462 + Penalty 2846.381874 = -618482.928589
  nChanged 28
		SP:Iteration 39Q (150828.980000 sec): 3 clusters
  Score: Raw -621335.608870 + Penalty 2846.381874 = -618489.226996
  nChanged 33
		SP:Iteration 40F (150829.170000 sec): 3 clusters
  Score: Raw -621343.640379 + Penalty 2846.381874 = -618497.258506
  nChanged 36
		SP:Iteration 41Q (150829.270000 sec): 3 clusters
  Score: Raw -621352.288759 + Penalty 2846.381874 = -618505.906885
  nChanged 34
		SP:Iteration 42Q (150829.370000 sec): 3 clusters
  Score: Raw -621359.629402 + Penalty 2846.381874 = -618513.247528
  nChanged 26
		SP:Iteration 43Q (150829.470000 sec): 3 clusters
  Score: Raw -621365.662724 + Penalty 2846.381874 = -618519.280851
  nChanged 24
		SP:Iteration 44Q (150829.570000 sec): 3 clusters
  Score: Raw -621370.586139 + Penalty 2846.381874 = -618524.204266
  nChanged 25
		SP:Iteration 45Q (150829.680000 sec): 3 clusters
  Score: Raw -621376.614936 + Penalty 2846.381874 = -618530.233062
  nChanged 28
		SP:Iteration 46Q (150829.780000 sec): 3 clusters
  Score: Raw -621384.193930 + Penalty 2846.381874 = -618537.812056
  nChanged 28
		SP:Iteration 47Q (150829.880000 sec): 3 clusters
  Score: Raw -621392.827847 + Penalty 2846.381874 = -618546.445974
  nChanged 30
		SP:Iteration 48Q (150829.990000 sec): 3 clusters
  Score: Raw -621400.363963 + Penalty 2846.381874 = -618553.982089
  nChanged 27
		SP:Iteration 49Q (150830.080000 sec): 3 clusters
  Score: Raw -621408.232363 + Penalty 2846.381874 = -618561.850490
  nChanged 30
		SP:Iteration 50Q (150830.260000 sec): 3 clusters
  Score: Raw -621415.542965 + Penalty 2846.381874 = -618569.161092
  nChanged 28
		SP:Iteration 51Q (150830.370000 sec): 3 clusters
  Score: Raw -621422.179338 + Penalty 2846.381874 = -618575.797465
  nChanged 26
		SP:Iteration 52Q (150830.560000 sec): 3 clusters
  Score: Raw -621428.363914 + Penalty 2846.381874 = -618581.982040
  nChanged 22
		SP:Iteration 53Q (150830.780000 sec): 3 clusters
  Score: Raw -621432.720461 + Penalty 2846.381874 = -618586.338587
  nChanged 15
		SP:Iteration 54Q (150830.950000 sec): 3 clusters
  Score: Raw -621435.811511 + Penalty 2846.381874 = -618589.429637
  nChanged 18
		SP:Iteration 55Q (150831.120000 sec): 3 clusters
  Score: Raw -621439.776038 + Penalty 2846.381874 = -618593.394165
  nChanged 23
		SP:Iteration 56Q (150831.260000 sec): 3 clusters
  Score: Raw -621445.337898 + Penalty 2846.381874 = -618598.956025
  nChanged 25
		SP:Iteration 57Q (150831.420000 sec): 3 clusters
  Score: Raw -621450.834021 + Penalty 2846.381874 = -618604.452147
  nChanged 23
		SP:Iteration 58Q (150831.590000 sec): 3 clusters
  Score: Raw -621455.225256 + Penalty 2846.381874 = -618608.843383
  nChanged 14
		SP:Iteration 59Q (150831.750000 sec): 3 clusters
  Score: Raw -621458.085061 + Penalty 2846.381874 = -618611.703188
  nChanged 16
		SP:Iteration 60F (150831.920000 sec): 3 clusters
  Score: Raw -621461.176086 + Penalty 2846.381874 = -618614.794212
  nChanged 20
		SP:Iteration 61Q (150832.080000 sec): 3 clusters
  Score: Raw -621465.784751 + Penalty 2846.381874 = -618619.402878
  nChanged 26
		SP:Iteration 62Q (150832.250000 sec): 3 clusters
  Score: Raw -621471.381450 + Penalty 2846.381874 = -618624.999577
  nChanged 28
		SP:Iteration 63Q (150832.410000 sec): 3 clusters
  Score: Raw -621477.369080 + Penalty 2846.381874 = -618630.987206
  nChanged 23
		SP:Iteration 64Q (150832.580000 sec): 3 clusters
  Score: Raw -621482.836124 + Penalty 2846.381874 = -618636.454250
  nChanged 29
		SP:Iteration 65Q (150832.740000 sec): 3 clusters
  Score: Raw -621491.474203 + Penalty 2846.381874 = -618645.092330
  nChanged 31
		SP:Iteration 66Q (150832.910000 sec): 3 clusters
  Score: Raw -621503.267707 + Penalty 2846.381874 = -618656.885833
  nChanged 32
		SP:Iteration 67Q (150833.070000 sec): 3 clusters
  Score: Raw -621515.170862 + Penalty 2846.381874 = -618668.788989
  nChanged 45
		SP:Iteration 68Q (150833.230000 sec): 3 clusters
  Score: Raw -621534.721387 + Penalty 2846.381874 = -618688.339513
  nChanged 66
		SP:Iteration 69Q (150833.400000 sec): 3 clusters
  Score: Raw -621562.897335 + Penalty 2846.381874 = -618716.515461
  nChanged 56
		SP:Iteration 70Q (150833.560000 sec): 3 clusters
  Score: Raw -621588.415323 + Penalty 2846.381874 = -618742.033449
  nChanged 64
		SP:Iteration 71Q (150833.730000 sec): 3 clusters
  Score: Raw -621610.078412 + Penalty 2846.381874 = -618763.696539
  nChanged 57
		SP:Iteration 72Q (150833.890000 sec): 3 clusters
  Score: Raw -621628.022362 + Penalty 2846.381874 = -618781.640488
  nChanged 60
		SP:Iteration 73Q (150834.050000 sec): 3 clusters
  Score: Raw -621654.372866 + Penalty 2846.381874 = -618807.990992
  nChanged 62
		SP:Iteration 74Q (150834.220000 sec): 3 clusters
  Score: Raw -621677.997623 + Penalty 2846.381874 = -618831.615749
  nChanged 59
		SP:Iteration 75Q (150834.410000 sec): 3 clusters
  Score: Raw -621704.629283 + Penalty 2846.381874 = -618858.247409
  nChanged 62
		SP:Iteration 76Q (150834.510000 sec): 3 clusters
  Score: Raw -621728.951317 + Penalty 2846.381874 = -618882.569444
  nChanged 46
		SP:Iteration 77Q (150834.610000 sec): 3 clusters
  Score: Raw -621745.109809 + Penalty 2846.381874 = -618898.727935
  nChanged 41
		SP:Iteration 78Q (150834.710000 sec): 3 clusters
  Score: Raw -621759.533301 + Penalty 2846.381874 = -618913.151427
  nChanged 34
		SP:Iteration 79Q (150834.810000 sec): 3 clusters
  Score: Raw -621770.483683 + Penalty 2846.381874 = -618924.101809
  nChanged 31
		SP:Iteration 80F (150834.910000 sec): 3 clusters
  Score: Raw -621779.839445 + Penalty 2846.381874 = -618933.457572
  nChanged 31
		SP:Iteration 81Q (150835.090000 sec): 3 clusters
  Score: Raw -621789.639235 + Penalty 2846.381874 = -618943.257361
  nChanged 29
		SP:Iteration 82Q (150835.310000 sec): 3 clusters
  Score: Raw -621797.512932 + Penalty 2846.381874 = -618951.131058
  nChanged 26
		SP:Iteration 83Q (150835.380000 sec): 3 clusters
  Score: Raw -621803.880828 + Penalty 2846.381874 = -618957.498955
  nChanged 26
		SP:Iteration 84Q (150835.490000 sec): 3 clusters
  Score: Raw -621812.520314 + Penalty 2846.381874 = -618966.138441
  nChanged 25
		SP:Iteration 85Q (150835.590000 sec): 3 clusters
  Score: Raw -621818.170746 + Penalty 2846.381874 = -618971.788873
  nChanged 15
		SP:Iteration 86Q (150835.690000 sec): 3 clusters
  Score: Raw -621821.478156 + Penalty 2846.381874 = -618975.096283
  nChanged 13
		SP:Iteration 87Q (150835.910000 sec): 3 clusters
  Score: Raw -621823.965595 + Penalty 2846.381874 = -618977.583721
  nChanged 19
		SP:Iteration 88Q (150836.080000 sec): 3 clusters
  Score: Raw -621827.821588 + Penalty 2846.381874 = -618981.439714
  nChanged 13
		SP:Iteration 89Q (150836.230000 sec): 3 clusters
  Score: Raw -621831.061206 + Penalty 2846.381874 = -618984.679332
  nChanged 15
		SP:Iteration 90Q (150836.390000 sec): 3 clusters
  Score: Raw -621835.279629 + Penalty 2846.381874 = -618988.897756
  nChanged 17
		SP:Iteration 91Q (150836.560000 sec): 3 clusters
  Score: Raw -621840.318815 + Penalty 2846.381874 = -618993.936942
  nChanged 18
		SP:Iteration 92Q (150836.770000 sec): 3 clusters
  Score: Raw -621845.089086 + Penalty 2846.381874 = -618998.707213
  nChanged 17
		SP:Iteration 93Q (150836.930000 sec): 3 clusters
  Score: Raw -621848.921539 + Penalty 2846.381874 = -619002.539665
  nChanged 11
		SP:Iteration 94Q (150837.100000 sec): 3 clusters
  Score: Raw -621851.163723 + Penalty 2846.381874 = -619004.781850
  nChanged 7
		SP:Iteration 95Q (150837.270000 sec): 3 clusters
  Score: Raw -621852.724482 + Penalty 2846.381874 = -619006.342609
  nChanged 10
		SP:Iteration 96Q (150837.430000 sec): 3 clusters
  Score: Raw -621854.998661 + Penalty 2846.381874 = -619008.616787
  nChanged 12
		SP:Iteration 97Q (150837.640000 sec): 3 clusters
  Score: Raw -621858.239119 + Penalty 2846.381874 = -619011.857246
  nChanged 13
		SP:Iteration 98Q (150837.810000 sec): 3 clusters
  Score: Raw -621861.622623 + Penalty 2846.381874 = -619015.240750
  nChanged 12
		SP:Iteration 99Q (150837.990000 sec): 3 clusters
  Score: Raw -621864.293056 + Penalty 2846.381874 = -619017.911183
  nChanged 13
		SP:Iteration 100F (150838.060000 sec): 3 clusters
  Score: Raw -621867.377498 + Penalty 2846.381874 = -619020.995625
  nChanged 11
		SP:Iteration 101Q (150838.160000 sec): 3 clusters
  Score: Raw -621869.608040 + Penalty 2846.381874 = -619023.226166
  nChanged 8
		SP:Iteration 102Q (150838.260000 sec): 3 clusters
  Score: Raw -621871.268910 + Penalty 2846.381874 = -619024.887036
  nChanged 9
		SP:Iteration 103Q (150838.360000 sec): 3 clusters
  Score: Raw -621873.143560 + Penalty 2846.381874 = -619026.761686
  nChanged 9
		SP:Iteration 104Q (150838.460000 sec): 3 clusters
  Score: Raw -621875.275409 + Penalty 2846.381874 = -619028.893535
  nChanged 10
		SP:Iteration 105Q (150838.550000 sec): 3 clusters
  Score: Raw -621877.742794 + Penalty 2846.381874 = -619031.360921
  nChanged 17
		SP:Iteration 106Q (150838.660000 sec): 3 clusters
  Score: Raw -621881.302579 + Penalty 2846.381874 = -619034.920705
  nChanged 12
		SP:Iteration 107Q (150838.760000 sec): 3 clusters
  Score: Raw -621883.561038 + Penalty 2846.381874 = -619037.179164
  nChanged 9
		SP:Iteration 108Q (150838.850000 sec): 3 clusters
  Score: Raw -621885.857306 + Penalty 2846.381874 = -619039.475433
  nChanged 6
		SP:Iteration 109Q (150839.050000 sec): 3 clusters
  Score: Raw -621887.405605 + Penalty 2846.381874 = -619041.023731
  nChanged 9
		SP:Iteration 110Q (150839.260000 sec): 3 clusters
  Score: Raw -621889.668824 + Penalty 2846.381874 = -619043.286950
  nChanged 10
		SP:Iteration 111Q (150839.390000 sec): 3 clusters
  Score: Raw -621892.840268 + Penalty 2846.381874 = -619046.458394
  nChanged 16
		SP:Iteration 112Q (150839.560000 sec): 3 clusters
  Score: Raw -621896.866209 + Penalty 2846.381874 = -619050.484335
  nChanged 11
		SP:Iteration 113Q (150839.730000 sec): 3 clusters
  Score: Raw -621899.572774 + Penalty 2846.381874 = -619053.190900
  nChanged 13
		SP:Iteration 114Q (150839.890000 sec): 3 clusters
  Score: Raw -621902.635260 + Penalty 2846.381874 = -619056.253386
  nChanged 11
		SP:Iteration 115Q (150840.050000 sec): 3 clusters
  Score: Raw -621906.339314 + Penalty 2846.381874 = -619059.957440
  nChanged 12
		SP:Iteration 116Q (150840.220000 sec): 3 clusters
  Score: Raw -621909.531843 + Penalty 2846.381874 = -619063.149969
  nChanged 11
		SP:Iteration 117Q (150840.390000 sec): 3 clusters
  Score: Raw -621912.105436 + Penalty 2846.381874 = -619065.723563
  nChanged 4
		SP:Iteration 118Q (150840.550000 sec): 3 clusters
  Score: Raw -621912.972408 + Penalty 2846.381874 = -619066.590535
  nChanged 8
		SP:Iteration 119Q (150840.710000 sec): 3 clusters
  Score: Raw -621915.160706 + Penalty 2846.381874 = -619068.778832
  nChanged 4
		SP:Iteration 120F (150840.880000 sec): 3 clusters
  Score: Raw -621915.874743 + Penalty 2846.381874 = -619069.492870
  nChanged 3
		SP:Iteration 121Q (150841.040000 sec): 3 clusters
  Score: Raw -621916.488396 + Penalty 2846.381874 = -619070.106523
  nChanged 2
		SP:Iteration 122Q (150841.210000 sec): 3 clusters
  Score: Raw -621916.789609 + Penalty 2846.381874 = -619070.407735
  nChanged 2
		SP:Iteration 123Q (150841.370000 sec): 3 clusters
  Score: Raw -621917.095290 + Penalty 2846.381874 = -619070.713416
  nChanged 1
		SP:Iteration 124Q (150841.530000 sec): 3 clusters
  Score: Raw -621917.374939 + Penalty 2846.381874 = -619070.993065
  nChanged 3
		SP:Iteration 125Q (150841.700000 sec): 3 clusters
  Score: Raw -621918.112807 + Penalty 2846.381874 = -619071.730933
  nChanged 2
		SP:Iteration 126Q (150841.860000 sec): 3 clusters
  Score: Raw -621918.581663 + Penalty 2846.381874 = -619072.199790
  nChanged 4
		SP:Iteration 127Q (150842.030000 sec): 3 clusters
  Score: Raw -621919.540479 + Penalty 2846.381874 = -619073.158605
  nChanged 6
		SP:Iteration 128Q (150842.190000 sec): 3 clusters
  Score: Raw -621921.503403 + Penalty 2846.381874 = -619075.121530
  nChanged 4
		SP:Iteration 129Q (150842.350000 sec): 3 clusters
  Score: Raw -621922.517059 + Penalty 2846.381874 = -619076.135186
  nChanged 4
		SP:Iteration 130Q (150842.520000 sec): 3 clusters
  Score: Raw -621923.154132 + Penalty 2846.381874 = -619076.772258
  nChanged 0
		SP:Iteration 131F (150842.690000 sec): 3 clusters
  Score: Raw -621923.154132 + Penalty 2846.381874 = -619076.772258
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150842.770000 sec): 2 clusters
  Score: Raw -59692.583451 + Penalty 1115.198161 = -58577.385290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150842.940000 sec): 3 clusters
  Score: Raw -59421.226033 + Penalty 2230.396322 = -57190.829711
  nChanged 299
		SP:Iteration 1F (150843.120000 sec): 3 clusters
  Score: Raw -59803.494211 + Penalty 2230.396322 = -57573.097890
  nChanged 90
		SP:Iteration 2F (150843.290000 sec): 3 clusters
  Score: Raw -59962.715159 + Penalty 2230.396322 = -57732.318837
  nChanged 61
		SP:Iteration 3F (150843.470000 sec): 3 clusters
  Score: Raw -60084.319323 + Penalty 2230.396322 = -57853.923001
  nChanged 51
		SP:Iteration 4F (150843.650000 sec): 3 clusters
  Score: Raw -60167.333715 + Penalty 2230.396322 = -57936.937393
  nChanged 33
		SP:Iteration 5Q (150843.820000 sec): 3 clusters
  Score: Raw -60213.845493 + Penalty 2230.396322 = -57983.449171
  nChanged 29
		SP:Iteration 6Q (150844.000000 sec): 3 clusters
  Score: Raw -60254.832492 + Penalty 2230.396322 = -58024.436171
  nChanged 17
		SP:Iteration 7Q (150844.170000 sec): 3 clusters
  Score: Raw -60271.924668 + Penalty 2230.396322 = -58041.528347
  nChanged 13
		SP:Iteration 8Q (150844.350000 sec): 3 clusters
  Score: Raw -60294.349166 + Penalty 2230.396322 = -58063.952844
  nChanged 16
		SP:Iteration 9Q (150844.530000 sec): 3 clusters
  Score: Raw -60316.708184 + Penalty 2230.396322 = -58086.311862
  nChanged 11
		SP:Iteration 10Q (150844.690000 sec): 3 clusters
  Score: Raw -60332.716757 + Penalty 2230.396322 = -58102.320435
  nChanged 8
		SP:Iteration 11Q (150844.870000 sec): 3 clusters
  Score: Raw -60342.894461 + Penalty 2230.396322 = -58112.498140
  nChanged 8
		SP:Iteration 12Q (150845.040000 sec): 3 clusters
  Score: Raw -60351.854899 + Penalty 2230.396322 = -58121.458577
  nChanged 5
		SP:Iteration 13Q (150845.220000 sec): 3 clusters
  Score: Raw -60355.103747 + Penalty 2230.396322 = -58124.707425
  nChanged 0
		SP:Iteration 14F (150845.390000 sec): 3 clusters
  Score: Raw -60355.103747 + Penalty 2230.396322 = -58124.707425
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (4882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150845.480000 sec): 2 clusters
  Score: Raw -349603.286704 + Penalty 1380.162916 = -348223.123788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150845.650000 sec): 3 clusters
  Score: Raw -347085.100209 + Penalty 2760.325832 = -344324.774378
  nChanged 1978
		SP:Iteration 1F (150845.830000 sec): 3 clusters
  Score: Raw -348426.811893 + Penalty 2760.325832 = -345666.486061
  nChanged 440
		SP:Iteration 2F (150846.010000 sec): 3 clusters
  Score: Raw -348785.870087 + Penalty 2760.325832 = -346025.544255
  nChanged 344
		SP:Iteration 3F (150846.180000 sec): 3 clusters
  Score: Raw -349065.472483 + Penalty 2760.325832 = -346305.146652
  nChanged 286
		SP:Iteration 4F (150846.360000 sec): 3 clusters
  Score: Raw -349276.860714 + Penalty 2760.325832 = -346516.534882
  nChanged 235
		SP:Iteration 5Q (150846.530000 sec): 3 clusters
  Score: Raw -349462.548789 + Penalty 2760.325832 = -346702.222957
  nChanged 234
		SP:Iteration 6Q (150846.690000 sec): 3 clusters
  Score: Raw -349633.365456 + Penalty 2760.325832 = -346873.039624
  nChanged 192
		SP:Iteration 7Q (150846.850000 sec): 3 clusters
  Score: Raw -349767.818823 + Penalty 2760.325832 = -347007.492992
  nChanged 148
		SP:Iteration 8Q (150847.010000 sec): 3 clusters
  Score: Raw -349864.937645 + Penalty 2760.325832 = -347104.611813
  nChanged 143
		SP:Iteration 9Q (150847.190000 sec): 3 clusters
  Score: Raw -349952.658775 + Penalty 2760.325832 = -347192.332944
  nChanged 116
		SP:Iteration 10Q (150847.370000 sec): 3 clusters
  Score: Raw -350026.957647 + Penalty 2760.325832 = -347266.631815
  nChanged 108
		SP:Iteration 11Q (150847.540000 sec): 3 clusters
  Score: Raw -350102.297676 + Penalty 2760.325832 = -347341.971844
  nChanged 103
		SP:Iteration 12Q (150847.720000 sec): 3 clusters
  Score: Raw -350171.146874 + Penalty 2760.325832 = -347410.821042
  nChanged 93
		SP:Iteration 13Q (150847.890000 sec): 3 clusters
  Score: Raw -350217.317674 + Penalty 2760.325832 = -347456.991843
  nChanged 74
		SP:Iteration 14Q (150848.060000 sec): 3 clusters
  Score: Raw -350251.381513 + Penalty 2760.325832 = -347491.055682
  nChanged 60
		SP:Iteration 15Q (150848.230000 sec): 3 clusters
  Score: Raw -350277.723869 + Penalty 2760.325832 = -347517.398038
  nChanged 56
		SP:Iteration 16Q (150848.410000 sec): 3 clusters
  Score: Raw -350299.453380 + Penalty 2760.325832 = -347539.127548
  nChanged 48
		SP:Iteration 17Q (150848.630000 sec): 3 clusters
  Score: Raw -350314.277012 + Penalty 2760.325832 = -347553.951181
  nChanged 38
		SP:Iteration 18Q (150848.770000 sec): 3 clusters
  Score: Raw -350328.706697 + Penalty 2760.325832 = -347568.380865
  nChanged 36
		SP:Iteration 19Q (150848.940000 sec): 3 clusters
  Score: Raw -350338.533288 + Penalty 2760.325832 = -347578.207456
  nChanged 29
		SP:Iteration 20F (150849.120000 sec): 3 clusters
  Score: Raw -350344.126893 + Penalty 2760.325832 = -347583.801061
  nChanged 21
		SP:Iteration 21Q (150849.290000 sec): 3 clusters
  Score: Raw -350350.139582 + Penalty 2760.325832 = -347589.813751
  nChanged 19
		SP:Iteration 22Q (150849.470000 sec): 3 clusters
  Score: Raw -350356.049041 + Penalty 2760.325832 = -347595.723209
  nChanged 16
		SP:Iteration 23Q (150849.650000 sec): 3 clusters
  Score: Raw -350362.143088 + Penalty 2760.325832 = -347601.817257
  nChanged 19
		SP:Iteration 24Q (150849.820000 sec): 3 clusters
  Score: Raw -350367.136055 + Penalty 2760.325832 = -347606.810224
  nChanged 12
		SP:Iteration 25Q (150850.000000 sec): 3 clusters
  Score: Raw -350369.621995 + Penalty 2760.325832 = -347609.296164
  nChanged 13
		SP:Iteration 26Q (150850.170000 sec): 3 clusters
  Score: Raw -350373.219577 + Penalty 2760.325832 = -347612.893746
  nChanged 8
		SP:Iteration 27Q (150850.350000 sec): 3 clusters
  Score: Raw -350375.810829 + Penalty 2760.325832 = -347615.484998
  nChanged 8
		SP:Iteration 28Q (150850.520000 sec): 3 clusters
  Score: Raw -350377.281155 + Penalty 2760.325832 = -347616.955323
  nChanged 6
		SP:Iteration 29Q (150850.690000 sec): 3 clusters
  Score: Raw -350378.023049 + Penalty 2760.325832 = -347617.697218
  nChanged 1
		SP:Iteration 30Q (150850.870000 sec): 3 clusters
  Score: Raw -350378.077712 + Penalty 2760.325832 = -347617.751881
  nChanged 0
		SP:Iteration 31F (150851.050000 sec): 3 clusters
  Score: Raw -350378.077712 + Penalty 2760.325832 = -347617.751881
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (2950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150851.110000 sec): 2 clusters
  Score: Raw -249915.208925 + Penalty 1298.303573 = -248616.905352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150851.290000 sec): 3 clusters
  Score: Raw -248550.443665 + Penalty 2596.607146 = -245953.836519
  nChanged 1075
		SP:Iteration 1F (150851.470000 sec): 3 clusters
  Score: Raw -249320.054690 + Penalty 2596.607146 = -246723.447544
  nChanged 299
		SP:Iteration 2F (150851.640000 sec): 3 clusters
  Score: Raw -249650.269334 + Penalty 2596.607146 = -247053.662188
  nChanged 224
		SP:Iteration 3F (150851.820000 sec): 3 clusters
  Score: Raw -249918.782456 + Penalty 2596.607146 = -247322.175310
  nChanged 176
		SP:Iteration 4F (150851.990000 sec): 3 clusters
  Score: Raw -250113.238858 + Penalty 2596.607146 = -247516.631712
  nChanged 158
		SP:Iteration 5F (150852.170000 sec): 3 clusters
  Score: Raw -250254.083129 + Penalty 2596.607146 = -247657.475983
  nChanged 115
		SP:Iteration 6Q (150852.350000 sec): 3 clusters
  Score: Raw -250330.404750 + Penalty 2596.607146 = -247733.797604
  nChanged 92
		SP:Iteration 7Q (150852.520000 sec): 3 clusters
  Score: Raw -250402.235805 + Penalty 2596.607146 = -247805.628659
  nChanged 86
		SP:Iteration 8Q (150852.700000 sec): 3 clusters
  Score: Raw -250477.143020 + Penalty 2596.607146 = -247880.535874
  nChanged 81
		SP:Iteration 9Q (150852.870000 sec): 3 clusters
  Score: Raw -250542.522078 + Penalty 2596.607146 = -247945.914932
  nChanged 67
		SP:Iteration 10Q (150853.050000 sec): 3 clusters
  Score: Raw -250583.668363 + Penalty 2596.607146 = -247987.061217
  nChanged 52
		SP:Iteration 11Q (150853.230000 sec): 3 clusters
  Score: Raw -250616.848876 + Penalty 2596.607146 = -248020.241730
  nChanged 41
		SP:Iteration 12Q (150853.400000 sec): 3 clusters
  Score: Raw -250636.634214 + Penalty 2596.607146 = -248040.027068
  nChanged 25
		SP:Iteration 13Q (150853.580000 sec): 3 clusters
  Score: Raw -250647.687056 + Penalty 2596.607146 = -248051.079910
  nChanged 23
		SP:Iteration 14Q (150853.750000 sec): 3 clusters
  Score: Raw -250659.665444 + Penalty 2596.607146 = -248063.058298
  nChanged 19
		SP:Iteration 15Q (150853.930000 sec): 3 clusters
  Score: Raw -250670.760984 + Penalty 2596.607146 = -248074.153838
  nChanged 21
		SP:Iteration 16Q (150854.100000 sec): 3 clusters
  Score: Raw -250680.070043 + Penalty 2596.607146 = -248083.462897
  nChanged 18
		SP:Iteration 17Q (150854.280000 sec): 3 clusters
  Score: Raw -250687.203374 + Penalty 2596.607146 = -248090.596228
  nChanged 13
		SP:Iteration 18Q (150854.450000 sec): 3 clusters
  Score: Raw -250692.502788 + Penalty 2596.607146 = -248095.895642
  nChanged 11
		SP:Iteration 19Q (150854.630000 sec): 3 clusters
  Score: Raw -250695.866338 + Penalty 2596.607146 = -248099.259192
  nChanged 3
		SP:Iteration 20F (150854.810000 sec): 3 clusters
  Score: Raw -250697.187445 + Penalty 2596.607146 = -248100.580299
  nChanged 1
		SP:Iteration 21Q (150854.980000 sec): 3 clusters
  Score: Raw -250697.615658 + Penalty 2596.607146 = -248101.008512
  nChanged 2
		SP:Iteration 22Q (150855.160000 sec): 3 clusters
  Score: Raw -250699.558841 + Penalty 2596.607146 = -248102.951695
  nChanged 6
		SP:Iteration 23Q (150855.330000 sec): 3 clusters
  Score: Raw -250702.808114 + Penalty 2596.607146 = -248106.200968
  nChanged 8
		SP:Iteration 24Q (150855.530000 sec): 3 clusters
  Score: Raw -250705.955312 + Penalty 2596.607146 = -248109.348166
  nChanged 9
		SP:Iteration 25Q (150855.590000 sec): 3 clusters
  Score: Raw -250709.414734 + Penalty 2596.607146 = -248112.807588
  nChanged 9
		SP:Iteration 26Q (150855.640000 sec): 3 clusters
  Score: Raw -250714.236822 + Penalty 2596.607146 = -248117.629676
  nChanged 7
		SP:Iteration 27Q (150855.690000 sec): 3 clusters
  Score: Raw -250718.500826 + Penalty 2596.607146 = -248121.893680
  nChanged 9
		SP:Iteration 28Q (150855.740000 sec): 3 clusters
  Score: Raw -250722.377755 + Penalty 2596.607146 = -248125.770609
  nChanged 7
		SP:Iteration 29Q (150855.790000 sec): 3 clusters
  Score: Raw -250725.053495 + Penalty 2596.607146 = -248128.446349
  nChanged 5
		SP:Iteration 30Q (150855.850000 sec): 3 clusters
  Score: Raw -250725.785850 + Penalty 2596.607146 = -248129.178704
  nChanged 2
		SP:Iteration 31Q (150855.900000 sec): 3 clusters
  Score: Raw -250727.178564 + Penalty 2596.607146 = -248130.571418
  nChanged 3
		SP:Iteration 32Q (150855.950000 sec): 3 clusters
  Score: Raw -250728.235501 + Penalty 2596.607146 = -248131.628354
  nChanged 2
		SP:Iteration 33Q (150856.000000 sec): 3 clusters
  Score: Raw -250728.630908 + Penalty 2596.607146 = -248132.023762
  nChanged 0
		SP:Iteration 34F (150856.050000 sec): 3 clusters
  Score: Raw -250728.630908 + Penalty 2596.607146 = -248132.023762
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150856.290000 sec): 2 clusters
  Score: Raw -2597589.128042 + Penalty 1664.416575 = -2595924.711466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150856.710000 sec): 3 clusters
  Score: Raw -2580547.992641 + Penalty 3328.833150 = -2577219.159491
  nChanged 12979
		SP:Iteration 1F (150857.100000 sec): 3 clusters
  Score: Raw -2588944.417899 + Penalty 3328.833150 = -2585615.584749
  nChanged 2068
		SP:Iteration 2F (150857.480000 sec): 3 clusters
  Score: Raw -2590177.176783 + Penalty 3328.833150 = -2586848.343632
  nChanged 1967
		SP:Iteration 3F (150857.870000 sec): 3 clusters
  Score: Raw -2591296.706462 + Penalty 3328.833150 = -2587967.873312
  nChanged 1749
		SP:Iteration 4F (150858.300000 sec): 3 clusters
  Score: Raw -2592187.665674 + Penalty 3328.833150 = -2588858.832524
  nChanged 1506
		SP:Iteration 5F (150858.690000 sec): 3 clusters
  Score: Raw -2592925.034278 + Penalty 3328.833150 = -2589596.201128
  nChanged 1347
		SP:Iteration 6Q (150859.070000 sec): 3 clusters
  Score: Raw -2593560.479499 + Penalty 3328.833150 = -2590231.646348
  nChanged 1162
		SP:Iteration 7Q (150859.500000 sec): 3 clusters
  Score: Raw -2594081.392593 + Penalty 3328.833150 = -2590752.559443
  nChanged 989
		SP:Iteration 8Q (150859.790000 sec): 3 clusters
  Score: Raw -2594479.454161 + Penalty 3328.833150 = -2591150.621011
  nChanged 837
		SP:Iteration 9Q (150860.110000 sec): 3 clusters
  Score: Raw -2594784.068921 + Penalty 3328.833150 = -2591455.235771
  nChanged 722
		SP:Iteration 10Q (150860.450000 sec): 3 clusters
  Score: Raw -2595019.626298 + Penalty 3328.833150 = -2591690.793147
  nChanged 655
		SP:Iteration 11Q (150860.780000 sec): 3 clusters
  Score: Raw -2595229.243396 + Penalty 3328.833150 = -2591900.410246
  nChanged 616
		SP:Iteration 12Q (150861.190000 sec): 3 clusters
  Score: Raw -2595428.924828 + Penalty 3328.833150 = -2592100.091677
  nChanged 632
		SP:Iteration 13Q (150861.590000 sec): 3 clusters
  Score: Raw -2595638.753877 + Penalty 3328.833150 = -2592309.920727
  nChanged 619
		SP:Iteration 14Q (150862.010000 sec): 3 clusters
  Score: Raw -2595861.745552 + Penalty 3328.833150 = -2592532.912402
  nChanged 631
		SP:Iteration 15Q (150862.400000 sec): 3 clusters
  Score: Raw -2596102.388385 + Penalty 3328.833150 = -2592773.555235
  nChanged 601
		SP:Iteration 16Q (150862.830000 sec): 3 clusters
  Score: Raw -2596332.103202 + Penalty 3328.833150 = -2593003.270051
  nChanged 588
		SP:Iteration 17Q (150863.220000 sec): 3 clusters
  Score: Raw -2596580.115516 + Penalty 3328.833150 = -2593251.282366
  nChanged 577
		SP:Iteration 18Q (150863.640000 sec): 3 clusters
  Score: Raw -2596836.970637 + Penalty 3328.833150 = -2593508.137487
  nChanged 515
		SP:Iteration 19Q (150864.040000 sec): 3 clusters
  Score: Raw -2597068.621657 + Penalty 3328.833150 = -2593739.788506
  nChanged 428
		SP:Iteration 20F (150864.430000 sec): 3 clusters
  Score: Raw -2597260.781262 + Penalty 3328.833150 = -2593931.948112
  nChanged 379
		SP:Iteration 21Q (150864.820000 sec): 3 clusters
  Score: Raw -2597444.956311 + Penalty 3328.833150 = -2594116.123161
  nChanged 331
		SP:Iteration 22Q (150865.210000 sec): 3 clusters
  Score: Raw -2597597.334096 + Penalty 3328.833150 = -2594268.500946
  nChanged 245
		SP:Iteration 23Q (150865.610000 sec): 3 clusters
  Score: Raw -2597699.393746 + Penalty 3328.833150 = -2594370.560596
  nChanged 201
		SP:Iteration 24Q (150866.010000 sec): 3 clusters
  Score: Raw -2597787.200752 + Penalty 3328.833150 = -2594458.367602
  nChanged 180
		SP:Iteration 25Q (150866.440000 sec): 3 clusters
  Score: Raw -2597872.147302 + Penalty 3328.833150 = -2594543.314152
  nChanged 150
		SP:Iteration 26Q (150866.790000 sec): 3 clusters
  Score: Raw -2597945.740014 + Penalty 3328.833150 = -2594616.906864
  nChanged 124
		SP:Iteration 27Q (150867.140000 sec): 3 clusters
  Score: Raw -2598002.158835 + Penalty 3328.833150 = -2594673.325685
  nChanged 100
		SP:Iteration 28Q (150867.490000 sec): 3 clusters
  Score: Raw -2598045.704025 + Penalty 3328.833150 = -2594716.870875
  nChanged 86
		SP:Iteration 29Q (150867.770000 sec): 3 clusters
  Score: Raw -2598083.810564 + Penalty 3328.833150 = -2594754.977413
  nChanged 81
		SP:Iteration 30Q (150868.080000 sec): 3 clusters
  Score: Raw -2598125.915448 + Penalty 3328.833150 = -2594797.082297
  nChanged 73
		SP:Iteration 31Q (150868.350000 sec): 3 clusters
  Score: Raw -2598160.083100 + Penalty 3328.833150 = -2594831.249949
  nChanged 57
		SP:Iteration 32Q (150868.660000 sec): 3 clusters
  Score: Raw -2598184.106258 + Penalty 3328.833150 = -2594855.273108
  nChanged 53
		SP:Iteration 33Q (150869.020000 sec): 3 clusters
  Score: Raw -2598205.817917 + Penalty 3328.833150 = -2594876.984766
  nChanged 52
		SP:Iteration 34Q (150869.370000 sec): 3 clusters
  Score: Raw -2598231.094814 + Penalty 3328.833150 = -2594902.261664
  nChanged 50
		SP:Iteration 35Q (150869.710000 sec): 3 clusters
  Score: Raw -2598250.364462 + Penalty 3328.833150 = -2594921.531312
  nChanged 35
		SP:Iteration 36Q (150870.060000 sec): 3 clusters
  Score: Raw -2598263.648512 + Penalty 3328.833150 = -2594934.815362
  nChanged 35
		SP:Iteration 37Q (150870.400000 sec): 3 clusters
  Score: Raw -2598275.813952 + Penalty 3328.833150 = -2594946.980802
  nChanged 28
		SP:Iteration 38Q (150870.750000 sec): 3 clusters
  Score: Raw -2598286.912810 + Penalty 3328.833150 = -2594958.079660
  nChanged 27
		SP:Iteration 39Q (150871.090000 sec): 3 clusters
  Score: Raw -2598300.655053 + Penalty 3328.833150 = -2594971.821903
  nChanged 24
		SP:Iteration 40F (150871.480000 sec): 3 clusters
  Score: Raw -2598311.821986 + Penalty 3328.833150 = -2594982.988836
  nChanged 17
		SP:Iteration 41Q (150871.870000 sec): 3 clusters
  Score: Raw -2598322.140265 + Penalty 3328.833150 = -2594993.307115
  nChanged 22
		SP:Iteration 42Q (150872.200000 sec): 3 clusters
  Score: Raw -2598337.424316 + Penalty 3328.833150 = -2595008.591166
  nChanged 31
		SP:Iteration 43Q (150872.550000 sec): 3 clusters
  Score: Raw -2598350.399383 + Penalty 3328.833150 = -2595021.566233
  nChanged 25
		SP:Iteration 44Q (150872.890000 sec): 3 clusters
  Score: Raw -2598359.680035 + Penalty 3328.833150 = -2595030.846885
  nChanged 25
		SP:Iteration 45Q (150873.230000 sec): 3 clusters
  Score: Raw -2598374.592555 + Penalty 3328.833150 = -2595045.759405
  nChanged 25
		SP:Iteration 46Q (150873.570000 sec): 3 clusters
  Score: Raw -2598393.032628 + Penalty 3328.833150 = -2595064.199478
  nChanged 34
		SP:Iteration 47Q (150873.920000 sec): 3 clusters
  Score: Raw -2598408.712311 + Penalty 3328.833150 = -2595079.879160
  nChanged 27
		SP:Iteration 48Q (150874.270000 sec): 3 clusters
  Score: Raw -2598422.849661 + Penalty 3328.833150 = -2595094.016510
  nChanged 29
		SP:Iteration 49Q (150874.610000 sec): 3 clusters
  Score: Raw -2598434.991133 + Penalty 3328.833150 = -2595106.157982
  nChanged 30
		SP:Iteration 50Q (150874.970000 sec): 3 clusters
  Score: Raw -2598444.985312 + Penalty 3328.833150 = -2595116.152162
  nChanged 24
		SP:Iteration 51Q (150875.320000 sec): 3 clusters
  Score: Raw -2598455.837354 + Penalty 3328.833150 = -2595127.004203
  nChanged 24
		SP:Iteration 52Q (150875.670000 sec): 3 clusters
  Score: Raw -2598463.524821 + Penalty 3328.833150 = -2595134.691671
  nChanged 12
		SP:Iteration 53Q (150876.060000 sec): 3 clusters
  Score: Raw -2598468.787110 + Penalty 3328.833150 = -2595139.953960
  nChanged 14
		SP:Iteration 54Q (150876.410000 sec): 3 clusters
  Score: Raw -2598472.896719 + Penalty 3328.833150 = -2595144.063569
  nChanged 12
		SP:Iteration 55Q (150876.800000 sec): 3 clusters
  Score: Raw -2598476.370276 + Penalty 3328.833150 = -2595147.537126
  nChanged 12
		SP:Iteration 56Q (150877.150000 sec): 3 clusters
  Score: Raw -2598480.885044 + Penalty 3328.833150 = -2595152.051894
  nChanged 10
		SP:Iteration 57Q (150877.490000 sec): 3 clusters
  Score: Raw -2598485.603849 + Penalty 3328.833150 = -2595156.770698
  nChanged 16
		SP:Iteration 58Q (150877.840000 sec): 3 clusters
  Score: Raw -2598490.480440 + Penalty 3328.833150 = -2595161.647289
  nChanged 11
		SP:Iteration 59Q (150878.190000 sec): 3 clusters
  Score: Raw -2598493.234669 + Penalty 3328.833150 = -2595164.401519
  nChanged 12
		SP:Iteration 60F (150878.580000 sec): 3 clusters
  Score: Raw -2598495.889272 + Penalty 3328.833150 = -2595167.056122
  nChanged 7
		SP:Iteration 61Q (150878.930000 sec): 3 clusters
  Score: Raw -2598497.598811 + Penalty 3328.833150 = -2595168.765661
  nChanged 2
		SP:Iteration 62Q (150879.280000 sec): 3 clusters
  Score: Raw -2598498.164850 + Penalty 3328.833150 = -2595169.331700
  nChanged 3
		SP:Iteration 63Q (150879.630000 sec): 3 clusters
  Score: Raw -2598498.877121 + Penalty 3328.833150 = -2595170.043971
  nChanged 4
		SP:Iteration 64Q (150879.970000 sec): 3 clusters
  Score: Raw -2598499.820461 + Penalty 3328.833150 = -2595170.987310
  nChanged 6
		SP:Iteration 65Q (150880.320000 sec): 3 clusters
  Score: Raw -2598501.665825 + Penalty 3328.833150 = -2595172.832675
  nChanged 5
		SP:Iteration 66Q (150880.670000 sec): 3 clusters
  Score: Raw -2598502.526817 + Penalty 3328.833150 = -2595173.693667
  nChanged 4
		SP:Iteration 67Q (150881.010000 sec): 3 clusters
  Score: Raw -2598503.011627 + Penalty 3328.833150 = -2595174.178477
  nChanged 2
		SP:Iteration 68Q (150881.360000 sec): 3 clusters
  Score: Raw -2598503.415143 + Penalty 3328.833150 = -2595174.581992
  nChanged 2
		SP:Iteration 69Q (150881.710000 sec): 3 clusters
  Score: Raw -2598503.823318 + Penalty 3328.833150 = -2595174.990167
  nChanged 3
		SP:Iteration 70Q (150882.060000 sec): 3 clusters
  Score: Raw -2598504.605471 + Penalty 3328.833150 = -2595175.772321
  nChanged 3
		SP:Iteration 71Q (150882.410000 sec): 3 clusters
  Score: Raw -2598505.189851 + Penalty 3328.833150 = -2595176.356700
  nChanged 1
		SP:Iteration 72Q (150882.760000 sec): 3 clusters
  Score: Raw -2598505.344203 + Penalty 3328.833150 = -2595176.511052
  nChanged 2
		SP:Iteration 73Q (150883.110000 sec): 3 clusters
  Score: Raw -2598505.854641 + Penalty 3328.833150 = -2595177.021491
  nChanged 1
		SP:Iteration 74Q (150883.450000 sec): 3 clusters
  Score: Raw -2598506.153240 + Penalty 3328.833150 = -2595177.320090
  nChanged 3
		SP:Iteration 75Q (150883.800000 sec): 3 clusters
  Score: Raw -2598506.638824 + Penalty 3328.833150 = -2595177.805673
  nChanged 0
		SP:Iteration 76F (150884.190000 sec): 3 clusters
  Score: Raw -2598506.638824 + Penalty 3328.833150 = -2595177.805673
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (3730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150884.290000 sec): 2 clusters
  Score: Raw -272777.443346 + Penalty 1336.426571 = -271441.016775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150884.460000 sec): 3 clusters
  Score: Raw -270992.613904 + Penalty 2672.853142 = -268319.760762
  nChanged 1481
		SP:Iteration 1F (150884.640000 sec): 3 clusters
  Score: Raw -272046.195135 + Penalty 2672.853142 = -269373.341994
  nChanged 360
		SP:Iteration 2F (150884.810000 sec): 3 clusters
  Score: Raw -272368.861593 + Penalty 2672.853142 = -269696.008451
  nChanged 253
		SP:Iteration 3F (150884.990000 sec): 3 clusters
  Score: Raw -272582.868054 + Penalty 2672.853142 = -269910.014912
  nChanged 192
		SP:Iteration 4F (150885.170000 sec): 3 clusters
  Score: Raw -272739.383598 + Penalty 2672.853142 = -270066.530457
  nChanged 149
		SP:Iteration 5Q (150885.240000 sec): 3 clusters
  Score: Raw -272852.677509 + Penalty 2672.853142 = -270179.824368
  nChanged 135
		SP:Iteration 6Q (150885.320000 sec): 3 clusters
  Score: Raw -272940.925592 + Penalty 2672.853142 = -270268.072450
  nChanged 104
		SP:Iteration 7Q (150885.390000 sec): 3 clusters
  Score: Raw -273018.422804 + Penalty 2672.853142 = -270345.569663
  nChanged 92
		SP:Iteration 8Q (150885.470000 sec): 3 clusters
  Score: Raw -273083.494154 + Penalty 2672.853142 = -270410.641013
  nChanged 83
		SP:Iteration 9Q (150885.550000 sec): 3 clusters
  Score: Raw -273137.262802 + Penalty 2672.853142 = -270464.409661
  nChanged 75
		SP:Iteration 10Q (150885.630000 sec): 3 clusters
  Score: Raw -273194.100691 + Penalty 2672.853142 = -270521.247550
  nChanged 68
		SP:Iteration 11Q (150885.700000 sec): 3 clusters
  Score: Raw -273232.000761 + Penalty 2672.853142 = -270559.147619
  nChanged 55
		SP:Iteration 12Q (150885.780000 sec): 3 clusters
  Score: Raw -273261.155100 + Penalty 2672.853142 = -270588.301959
  nChanged 49
		SP:Iteration 13Q (150885.850000 sec): 3 clusters
  Score: Raw -273288.649910 + Penalty 2672.853142 = -270615.796768
  nChanged 43
		SP:Iteration 14Q (150885.930000 sec): 3 clusters
  Score: Raw -273317.513957 + Penalty 2672.853142 = -270644.660816
  nChanged 49
		SP:Iteration 15Q (150886.010000 sec): 3 clusters
  Score: Raw -273351.692304 + Penalty 2672.853142 = -270678.839162
  nChanged 51
		SP:Iteration 16Q (150886.080000 sec): 3 clusters
  Score: Raw -273388.681794 + Penalty 2672.853142 = -270715.828652
  nChanged 54
		SP:Iteration 17Q (150886.160000 sec): 3 clusters
  Score: Raw -273415.298440 + Penalty 2672.853142 = -270742.445299
  nChanged 32
		SP:Iteration 18Q (150886.310000 sec): 3 clusters
  Score: Raw -273427.868515 + Penalty 2672.853142 = -270755.015374
  nChanged 15
		SP:Iteration 19Q (150886.390000 sec): 3 clusters
  Score: Raw -273435.211046 + Penalty 2672.853142 = -270762.357904
  nChanged 13
		SP:Iteration 20F (150886.460000 sec): 3 clusters
  Score: Raw -273440.329794 + Penalty 2672.853142 = -270767.476652
  nChanged 19
		SP:Iteration 21Q (150886.540000 sec): 3 clusters
  Score: Raw -273449.513710 + Penalty 2672.853142 = -270776.660569
  nChanged 21
		SP:Iteration 22Q (150886.610000 sec): 3 clusters
  Score: Raw -273458.762002 + Penalty 2672.853142 = -270785.908860
  nChanged 22
		SP:Iteration 23Q (150886.690000 sec): 3 clusters
  Score: Raw -273467.027743 + Penalty 2672.853142 = -270794.174602
  nChanged 21
		SP:Iteration 24Q (150886.770000 sec): 3 clusters
  Score: Raw -273476.469298 + Penalty 2672.853142 = -270803.616157
  nChanged 19
		SP:Iteration 25Q (150886.840000 sec): 3 clusters
  Score: Raw -273483.362086 + Penalty 2672.853142 = -270810.508945
  nChanged 13
		SP:Iteration 26Q (150886.920000 sec): 3 clusters
  Score: Raw -273487.881068 + Penalty 2672.853142 = -270815.027926
  nChanged 12
		SP:Iteration 27Q (150886.990000 sec): 3 clusters
  Score: Raw -273492.547597 + Penalty 2672.853142 = -270819.694455
  nChanged 13
		SP:Iteration 28Q (150887.070000 sec): 3 clusters
  Score: Raw -273497.852666 + Penalty 2672.853142 = -270824.999525
  nChanged 11
		SP:Iteration 29Q (150887.140000 sec): 3 clusters
  Score: Raw -273500.319115 + Penalty 2672.853142 = -270827.465973
  nChanged 6
		SP:Iteration 30Q (150887.220000 sec): 3 clusters
  Score: Raw -273502.542445 + Penalty 2672.853142 = -270829.689304
  nChanged 6
		SP:Iteration 31Q (150887.290000 sec): 3 clusters
  Score: Raw -273504.721355 + Penalty 2672.853142 = -270831.868214
  nChanged 8
		SP:Iteration 32Q (150887.370000 sec): 3 clusters
  Score: Raw -273506.881966 + Penalty 2672.853142 = -270834.028824
  nChanged 6
		SP:Iteration 33Q (150887.450000 sec): 3 clusters
  Score: Raw -273509.480294 + Penalty 2672.853142 = -270836.627152
  nChanged 6
		SP:Iteration 34Q (150887.520000 sec): 3 clusters
  Score: Raw -273512.534216 + Penalty 2672.853142 = -270839.681074
  nChanged 3
		SP:Iteration 35Q (150887.590000 sec): 3 clusters
  Score: Raw -273513.885775 + Penalty 2672.853142 = -270841.032633
  nChanged 3
		SP:Iteration 36Q (150887.660000 sec): 3 clusters
  Score: Raw -273514.669450 + Penalty 2672.853142 = -270841.816309
  nChanged 1
		SP:Iteration 37Q (150887.730000 sec): 3 clusters
  Score: Raw -273514.801446 + Penalty 2672.853142 = -270841.948305
  nChanged 1
		SP:Iteration 38Q (150887.810000 sec): 3 clusters
  Score: Raw -273514.922885 + Penalty 2672.853142 = -270842.069743
  nChanged 0
		SP:Iteration 39F (150887.890000 sec): 3 clusters
  Score: Raw -273514.922885 + Penalty 2672.853142 = -270842.069743
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 75 (4852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150887.960000 sec): 2 clusters
  Score: Raw -338839.544817 + Penalty 1379.161269 = -337460.383548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150888.080000 sec): 3 clusters
  Score: Raw -336373.068633 + Penalty 2758.322538 = -333614.746095
  nChanged 1977
		SP:Iteration 1F (150888.170000 sec): 3 clusters
  Score: Raw -337861.495898 + Penalty 2758.322538 = -335103.173361
  nChanged 509
		SP:Iteration 2F (150888.260000 sec): 3 clusters
  Score: Raw -338320.017125 + Penalty 2758.322538 = -335561.694587
  nChanged 414
		SP:Iteration 3F (150888.390000 sec): 3 clusters
  Score: Raw -338665.682260 + Penalty 2758.322538 = -335907.359722
  nChanged 324
		SP:Iteration 4F (150888.480000 sec): 3 clusters
  Score: Raw -338920.218129 + Penalty 2758.322538 = -336161.895592
  nChanged 218
		SP:Iteration 5Q (150888.570000 sec): 3 clusters
  Score: Raw -339059.232746 + Penalty 2758.322538 = -336300.910209
  nChanged 153
		SP:Iteration 6Q (150888.670000 sec): 3 clusters
  Score: Raw -339151.607461 + Penalty 2758.322538 = -336393.284923
  nChanged 146
		SP:Iteration 7Q (150888.760000 sec): 3 clusters
  Score: Raw -339231.966946 + Penalty 2758.322538 = -336473.644408
  nChanged 115
		SP:Iteration 8Q (150888.850000 sec): 3 clusters
  Score: Raw -339292.548861 + Penalty 2758.322538 = -336534.226323
  nChanged 90
		SP:Iteration 9Q (150888.940000 sec): 3 clusters
  Score: Raw -339347.311882 + Penalty 2758.322538 = -336588.989344
  nChanged 76
		SP:Iteration 10Q (150889.060000 sec): 3 clusters
  Score: Raw -339396.923610 + Penalty 2758.322538 = -336638.601073
  nChanged 73
		SP:Iteration 11Q (150889.240000 sec): 3 clusters
  Score: Raw -339442.315489 + Penalty 2758.322538 = -336683.992951
  nChanged 64
		SP:Iteration 12Q (150889.410000 sec): 3 clusters
  Score: Raw -339473.907994 + Penalty 2758.322538 = -336715.585457
  nChanged 53
		SP:Iteration 13Q (150889.590000 sec): 3 clusters
  Score: Raw -339494.698593 + Penalty 2758.322538 = -336736.376055
  nChanged 43
		SP:Iteration 14Q (150889.770000 sec): 3 clusters
  Score: Raw -339513.013444 + Penalty 2758.322538 = -336754.690906
  nChanged 27
		SP:Iteration 15Q (150889.940000 sec): 3 clusters
  Score: Raw -339523.969897 + Penalty 2758.322538 = -336765.647360
  nChanged 25
		SP:Iteration 16Q (150890.120000 sec): 3 clusters
  Score: Raw -339535.412164 + Penalty 2758.322538 = -336777.089626
  nChanged 18
		SP:Iteration 17Q (150890.290000 sec): 3 clusters
  Score: Raw -339543.094652 + Penalty 2758.322538 = -336784.772114
  nChanged 19
		SP:Iteration 18Q (150890.400000 sec): 3 clusters
  Score: Raw -339550.461631 + Penalty 2758.322538 = -336792.139093
  nChanged 24
		SP:Iteration 19Q (150890.490000 sec): 3 clusters
  Score: Raw -339559.802447 + Penalty 2758.322538 = -336801.479909
  nChanged 19
		SP:Iteration 20F (150890.570000 sec): 3 clusters
  Score: Raw -339572.756799 + Penalty 2758.322538 = -336814.434261
  nChanged 26
		SP:Iteration 21Q (150890.660000 sec): 3 clusters
  Score: Raw -339585.048700 + Penalty 2758.322538 = -336826.726163
  nChanged 26
		SP:Iteration 22Q (150890.740000 sec): 3 clusters
  Score: Raw -339595.145352 + Penalty 2758.322538 = -336836.822814
  nChanged 22
		SP:Iteration 23Q (150890.830000 sec): 3 clusters
  Score: Raw -339607.337990 + Penalty 2758.322538 = -336849.015452
  nChanged 29
		SP:Iteration 24Q (150890.910000 sec): 3 clusters
  Score: Raw -339622.100239 + Penalty 2758.322538 = -336863.777701
  nChanged 25
		SP:Iteration 25Q (150891.000000 sec): 3 clusters
  Score: Raw -339631.444853 + Penalty 2758.322538 = -336873.122316
  nChanged 19
		SP:Iteration 26Q (150891.090000 sec): 3 clusters
  Score: Raw -339640.686363 + Penalty 2758.322538 = -336882.363825
  nChanged 23
		SP:Iteration 27Q (150891.270000 sec): 3 clusters
  Score: Raw -339648.608280 + Penalty 2758.322538 = -336890.285742
  nChanged 20
		SP:Iteration 28Q (150891.370000 sec): 3 clusters
  Score: Raw -339657.534075 + Penalty 2758.322538 = -336899.211538
  nChanged 25
		SP:Iteration 29Q (150891.460000 sec): 3 clusters
  Score: Raw -339671.269315 + Penalty 2758.322538 = -336912.946777
  nChanged 28
		SP:Iteration 30Q (150891.550000 sec): 3 clusters
  Score: Raw -339681.967187 + Penalty 2758.322538 = -336923.644650
  nChanged 18
		SP:Iteration 31Q (150891.630000 sec): 3 clusters
  Score: Raw -339688.642646 + Penalty 2758.322538 = -336930.320108
  nChanged 15
		SP:Iteration 32Q (150891.720000 sec): 3 clusters
  Score: Raw -339695.353346 + Penalty 2758.322538 = -336937.030808
  nChanged 15
		SP:Iteration 33Q (150891.810000 sec): 3 clusters
  Score: Raw -339699.208218 + Penalty 2758.322538 = -336940.885680
  nChanged 11
		SP:Iteration 34Q (150891.890000 sec): 3 clusters
  Score: Raw -339703.157835 + Penalty 2758.322538 = -336944.835297
  nChanged 13
		SP:Iteration 35Q (150891.980000 sec): 3 clusters
  Score: Raw -339707.238221 + Penalty 2758.322538 = -336948.915684
  nChanged 13
		SP:Iteration 36Q (150892.070000 sec): 3 clusters
  Score: Raw -339715.496472 + Penalty 2758.322538 = -336957.173934
  nChanged 16
		SP:Iteration 37Q (150892.150000 sec): 3 clusters
  Score: Raw -339721.089514 + Penalty 2758.322538 = -336962.766976
  nChanged 11
		SP:Iteration 38Q (150892.240000 sec): 3 clusters
  Score: Raw -339725.799513 + Penalty 2758.322538 = -336967.476976
  nChanged 13
		SP:Iteration 39Q (150892.320000 sec): 3 clusters
  Score: Raw -339729.986307 + Penalty 2758.322538 = -336971.663770
  nChanged 12
		SP:Iteration 40F (150892.410000 sec): 3 clusters
  Score: Raw -339734.131911 + Penalty 2758.322538 = -336975.809374
  nChanged 10
		SP:Iteration 41Q (150892.490000 sec): 3 clusters
  Score: Raw -339738.276201 + Penalty 2758.322538 = -336979.953663
  nChanged 15
		SP:Iteration 42Q (150892.580000 sec): 3 clusters
  Score: Raw -339743.898643 + Penalty 2758.322538 = -336985.576105
  nChanged 11
		SP:Iteration 43Q (150892.670000 sec): 3 clusters
  Score: Raw -339749.561876 + Penalty 2758.322538 = -336991.239338
  nChanged 11
		SP:Iteration 44Q (150892.750000 sec): 3 clusters
  Score: Raw -339755.895917 + Penalty 2758.322538 = -336997.573379
  nChanged 13
		SP:Iteration 45Q (150892.840000 sec): 3 clusters
  Score: Raw -339761.607488 + Penalty 2758.322538 = -337003.284951
  nChanged 17
		SP:Iteration 46Q (150892.920000 sec): 3 clusters
  Score: Raw -339772.184574 + Penalty 2758.322538 = -337013.862036
  nChanged 20
		SP:Iteration 47Q (150893.010000 sec): 3 clusters
  Score: Raw -339784.230628 + Penalty 2758.322538 = -337025.908091
  nChanged 21
		SP:Iteration 48Q (150893.090000 sec): 3 clusters
  Score: Raw -339791.212779 + Penalty 2758.322538 = -337032.890241
  nChanged 12
		SP:Iteration 49Q (150893.180000 sec): 3 clusters
  Score: Raw -339796.097937 + Penalty 2758.322538 = -337037.775399
  nChanged 10
		SP:Iteration 50Q (150893.270000 sec): 3 clusters
  Score: Raw -339798.845554 + Penalty 2758.322538 = -337040.523016
  nChanged 3
		SP:Iteration 51Q (150893.380000 sec): 3 clusters
  Score: Raw -339800.046183 + Penalty 2758.322538 = -337041.723645
  nChanged 6
		SP:Iteration 52Q (150893.470000 sec): 3 clusters
  Score: Raw -339802.309174 + Penalty 2758.322538 = -337043.986636
  nChanged 8
		SP:Iteration 53Q (150893.550000 sec): 3 clusters
  Score: Raw -339804.517057 + Penalty 2758.322538 = -337046.194519
  nChanged 5
		SP:Iteration 54Q (150893.640000 sec): 3 clusters
  Score: Raw -339806.135742 + Penalty 2758.322538 = -337047.813204
  nChanged 4
		SP:Iteration 55Q (150893.730000 sec): 3 clusters
  Score: Raw -339807.584312 + Penalty 2758.322538 = -337049.261774
  nChanged 7
		SP:Iteration 56Q (150893.810000 sec): 3 clusters
  Score: Raw -339809.848250 + Penalty 2758.322538 = -337051.525713
  nChanged 4
		SP:Iteration 57Q (150893.900000 sec): 3 clusters
  Score: Raw -339810.528340 + Penalty 2758.322538 = -337052.205802
  nChanged 4
		SP:Iteration 58Q (150893.990000 sec): 3 clusters
  Score: Raw -339811.146207 + Penalty 2758.322538 = -337052.823669
  nChanged 1
		SP:Iteration 59Q (150894.070000 sec): 3 clusters
  Score: Raw -339811.240430 + Penalty 2758.322538 = -337052.917892
  nChanged 0
		SP:Iteration 60F (150894.160000 sec): 3 clusters
  Score: Raw -339811.240430 + Penalty 2758.322538 = -337052.917892
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 76 (4157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150894.230000 sec): 2 clusters
  Score: Raw -424660.534308 + Penalty 1354.039203 = -423306.495105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150894.310000 sec): 3 clusters
  Score: Raw -422568.929499 + Penalty 2708.078405 = -419860.851094
  nChanged 1649
		SP:Iteration 1F (150894.380000 sec): 3 clusters
  Score: Raw -423519.015200 + Penalty 2708.078405 = -420810.936795
  nChanged 335
		SP:Iteration 2F (150894.450000 sec): 3 clusters
  Score: Raw -423751.995185 + Penalty 2708.078405 = -421043.916779
  nChanged 269
		SP:Iteration 3F (150894.530000 sec): 3 clusters
  Score: Raw -423949.516725 + Penalty 2708.078405 = -421241.438320
  nChanged 233
		SP:Iteration 4F (150894.590000 sec): 3 clusters
  Score: Raw -424101.287504 + Penalty 2708.078405 = -421393.209099
  nChanged 159
		SP:Iteration 5Q (150894.670000 sec): 3 clusters
  Score: Raw -424206.314191 + Penalty 2708.078405 = -421498.235786
  nChanged 123
		SP:Iteration 6Q (150894.750000 sec): 3 clusters
  Score: Raw -424292.327980 + Penalty 2708.078405 = -421584.249574
  nChanged 92
		SP:Iteration 7Q (150894.830000 sec): 3 clusters
  Score: Raw -424353.666878 + Penalty 2708.078405 = -421645.588472
  nChanged 83
		SP:Iteration 8Q (150894.910000 sec): 3 clusters
  Score: Raw -424412.702028 + Penalty 2708.078405 = -421704.623623
  nChanged 81
		SP:Iteration 9Q (150894.990000 sec): 3 clusters
  Score: Raw -424472.940857 + Penalty 2708.078405 = -421764.862452
  nChanged 64
		SP:Iteration 10Q (150895.060000 sec): 3 clusters
  Score: Raw -424519.690297 + Penalty 2708.078405 = -421811.611892
  nChanged 60
		SP:Iteration 11Q (150895.140000 sec): 3 clusters
  Score: Raw -424572.055611 + Penalty 2708.078405 = -421863.977206
  nChanged 59
		SP:Iteration 12Q (150895.220000 sec): 3 clusters
  Score: Raw -424623.786612 + Penalty 2708.078405 = -421915.708207
  nChanged 48
		SP:Iteration 13Q (150895.290000 sec): 3 clusters
  Score: Raw -424661.858318 + Penalty 2708.078405 = -421953.779912
  nChanged 41
		SP:Iteration 14Q (150895.380000 sec): 3 clusters
  Score: Raw -424696.426076 + Penalty 2708.078405 = -421988.347671
  nChanged 40
		SP:Iteration 15Q (150895.460000 sec): 3 clusters
  Score: Raw -424733.200279 + Penalty 2708.078405 = -422025.121874
  nChanged 32
		SP:Iteration 16Q (150895.530000 sec): 3 clusters
  Score: Raw -424762.354527 + Penalty 2708.078405 = -422054.276122
  nChanged 25
		SP:Iteration 17Q (150895.610000 sec): 3 clusters
  Score: Raw -424786.414594 + Penalty 2708.078405 = -422078.336189
  nChanged 20
		SP:Iteration 18Q (150895.680000 sec): 3 clusters
  Score: Raw -424804.669640 + Penalty 2708.078405 = -422096.591235
  nChanged 22
		SP:Iteration 19Q (150895.770000 sec): 3 clusters
  Score: Raw -424825.203945 + Penalty 2708.078405 = -422117.125540
  nChanged 25
		SP:Iteration 20F (150895.830000 sec): 3 clusters
  Score: Raw -424847.398669 + Penalty 2708.078405 = -422139.320263
  nChanged 12
		SP:Iteration 21Q (150895.910000 sec): 3 clusters
  Score: Raw -424856.207845 + Penalty 2708.078405 = -422148.129440
  nChanged 5
		SP:Iteration 22Q (150895.990000 sec): 3 clusters
  Score: Raw -424859.910615 + Penalty 2708.078405 = -422151.832210
  nChanged 2
		SP:Iteration 23Q (150896.070000 sec): 3 clusters
  Score: Raw -424860.887286 + Penalty 2708.078405 = -422152.808881
  nChanged 2
		SP:Iteration 24Q (150896.210000 sec): 3 clusters
  Score: Raw -424862.103940 + Penalty 2708.078405 = -422154.025535
  nChanged 1
		SP:Iteration 25Q (150896.380000 sec): 3 clusters
  Score: Raw -424862.446325 + Penalty 2708.078405 = -422154.367919
  nChanged 1
		SP:Iteration 26Q (150896.560000 sec): 3 clusters
  Score: Raw -424863.767831 + Penalty 2708.078405 = -422155.689426
  nChanged 1
		SP:Iteration 27Q (150896.660000 sec): 3 clusters
  Score: Raw -424865.029902 + Penalty 2708.078405 = -422156.951496
  nChanged 1
		SP:Iteration 28Q (150896.740000 sec): 3 clusters
  Score: Raw -424866.247297 + Penalty 2708.078405 = -422158.168892
  nChanged 2
		SP:Iteration 29Q (150896.820000 sec): 3 clusters
  Score: Raw -424867.919859 + Penalty 2708.078405 = -422159.841454
  nChanged 1
		SP:Iteration 30Q (150896.890000 sec): 3 clusters
  Score: Raw -424868.478314 + Penalty 2708.078405 = -422160.399909
  nChanged 1
		SP:Iteration 31Q (150896.970000 sec): 3 clusters
  Score: Raw -424869.493312 + Penalty 2708.078405 = -422161.414907
  nChanged 2
		SP:Iteration 32Q (150897.050000 sec): 3 clusters
  Score: Raw -424870.852608 + Penalty 2708.078405 = -422162.774202
  nChanged 4
		SP:Iteration 33Q (150897.120000 sec): 3 clusters
  Score: Raw -424872.044824 + Penalty 2708.078405 = -422163.966418
  nChanged 1
		SP:Iteration 34Q (150897.200000 sec): 3 clusters
  Score: Raw -424872.483289 + Penalty 2708.078405 = -422164.404884
  nChanged 0
		SP:Iteration 35F (150897.270000 sec): 3 clusters
  Score: Raw -424872.483289 + Penalty 2708.078405 = -422164.404884
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 77 (3548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150897.340000 sec): 2 clusters
  Score: Raw -289225.108437 + Penalty 1328.297643 = -287896.810794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150897.400000 sec): 3 clusters
  Score: Raw -287482.442064 + Penalty 2656.595287 = -284825.846777
  nChanged 1395
		SP:Iteration 1F (150897.460000 sec): 3 clusters
  Score: Raw -288333.913696 + Penalty 2656.595287 = -285677.318409
  nChanged 307
		SP:Iteration 2F (150897.520000 sec): 3 clusters
  Score: Raw -288587.474609 + Penalty 2656.595287 = -285930.879322
  nChanged 257
		SP:Iteration 3F (150897.580000 sec): 3 clusters
  Score: Raw -288814.159202 + Penalty 2656.595287 = -286157.563915
  nChanged 237
		SP:Iteration 4F (150897.650000 sec): 3 clusters
  Score: Raw -289016.038162 + Penalty 2656.595287 = -286359.442875
  nChanged 220
		SP:Iteration 5F (150897.710000 sec): 3 clusters
  Score: Raw -289210.687765 + Penalty 2656.595287 = -286554.092479
  nChanged 176
		SP:Iteration 6Q (150897.880000 sec): 3 clusters
  Score: Raw -289353.177204 + Penalty 2656.595287 = -286696.581917
  nChanged 151
		SP:Iteration 7Q (150898.050000 sec): 3 clusters
  Score: Raw -289467.221501 + Penalty 2656.595287 = -286810.626214
  nChanged 107
		SP:Iteration 8Q (150898.230000 sec): 3 clusters
  Score: Raw -289534.370968 + Penalty 2656.595287 = -286877.775682
  nChanged 67
		SP:Iteration 9Q (150898.410000 sec): 3 clusters
  Score: Raw -289563.579914 + Penalty 2656.595287 = -286906.984627
  nChanged 49
		SP:Iteration 10Q (150898.580000 sec): 3 clusters
  Score: Raw -289590.086166 + Penalty 2656.595287 = -286933.490879
  nChanged 51
		SP:Iteration 11Q (150898.760000 sec): 3 clusters
  Score: Raw -289618.504677 + Penalty 2656.595287 = -286961.909390
  nChanged 53
		SP:Iteration 12Q (150898.930000 sec): 3 clusters
  Score: Raw -289654.840933 + Penalty 2656.595287 = -286998.245646
  nChanged 56
		SP:Iteration 13Q (150899.110000 sec): 3 clusters
  Score: Raw -289686.801355 + Penalty 2656.595287 = -287030.206069
  nChanged 54
		SP:Iteration 14Q (150899.290000 sec): 3 clusters
  Score: Raw -289721.207104 + Penalty 2656.595287 = -287064.611818
  nChanged 54
		SP:Iteration 15Q (150899.460000 sec): 3 clusters
  Score: Raw -289753.620654 + Penalty 2656.595287 = -287097.025368
  nChanged 57
		SP:Iteration 16Q (150899.640000 sec): 3 clusters
  Score: Raw -289785.759953 + Penalty 2656.595287 = -287129.164667
  nChanged 49
		SP:Iteration 17Q (150899.810000 sec): 3 clusters
  Score: Raw -289814.163660 + Penalty 2656.595287 = -287157.568374
  nChanged 39
		SP:Iteration 18Q (150899.990000 sec): 3 clusters
  Score: Raw -289833.199841 + Penalty 2656.595287 = -287176.604554
  nChanged 32
		SP:Iteration 19Q (150900.170000 sec): 3 clusters
  Score: Raw -289849.135942 + Penalty 2656.595287 = -287192.540656
  nChanged 36
		SP:Iteration 20F (150900.360000 sec): 3 clusters
  Score: Raw -289867.559834 + Penalty 2656.595287 = -287210.964547
  nChanged 40
		SP:Iteration 21Q (150900.520000 sec): 3 clusters
  Score: Raw -289888.916778 + Penalty 2656.595287 = -287232.321492
  nChanged 34
		SP:Iteration 22Q (150900.690000 sec): 3 clusters
  Score: Raw -289905.199197 + Penalty 2656.595287 = -287248.603910
  nChanged 40
		SP:Iteration 23Q (150900.870000 sec): 3 clusters
  Score: Raw -289928.038018 + Penalty 2656.595287 = -287271.442732
  nChanged 37
		SP:Iteration 24Q (150901.040000 sec): 3 clusters
  Score: Raw -289949.282085 + Penalty 2656.595287 = -287292.686798
  nChanged 30
		SP:Iteration 25Q (150901.220000 sec): 3 clusters
  Score: Raw -289966.728465 + Penalty 2656.595287 = -287310.133179
  nChanged 28
		SP:Iteration 26Q (150901.390000 sec): 3 clusters
  Score: Raw -289979.729473 + Penalty 2656.595287 = -287323.134186
  nChanged 23
		SP:Iteration 27Q (150901.570000 sec): 3 clusters
  Score: Raw -289992.158732 + Penalty 2656.595287 = -287335.563445
  nChanged 20
		SP:Iteration 28Q (150901.640000 sec): 3 clusters
  Score: Raw -290000.791774 + Penalty 2656.595287 = -287344.196488
  nChanged 28
		SP:Iteration 29Q (150901.700000 sec): 3 clusters
  Score: Raw -290013.446961 + Penalty 2656.595287 = -287356.851674
  nChanged 21
		SP:Iteration 30Q (150901.760000 sec): 3 clusters
  Score: Raw -290021.181963 + Penalty 2656.595287 = -287364.586677
  nChanged 13
		SP:Iteration 31Q (150901.820000 sec): 3 clusters
  Score: Raw -290025.847691 + Penalty 2656.595287 = -287369.252404
  nChanged 8
		SP:Iteration 32Q (150901.880000 sec): 3 clusters
  Score: Raw -290028.481488 + Penalty 2656.595287 = -287371.886201
  nChanged 6
		SP:Iteration 33Q (150901.950000 sec): 3 clusters
  Score: Raw -290029.922943 + Penalty 2656.595287 = -287373.327656
  nChanged 4
		SP:Iteration 34Q (150902.010000 sec): 3 clusters
  Score: Raw -290032.028694 + Penalty 2656.595287 = -287375.433407
  nChanged 9
		SP:Iteration 35Q (150902.070000 sec): 3 clusters
  Score: Raw -290035.329359 + Penalty 2656.595287 = -287378.734073
  nChanged 6
		SP:Iteration 36Q (150902.130000 sec): 3 clusters
  Score: Raw -290038.111425 + Penalty 2656.595287 = -287381.516138
  nChanged 9
		SP:Iteration 37Q (150902.190000 sec): 3 clusters
  Score: Raw -290042.691191 + Penalty 2656.595287 = -287386.095905
  nChanged 10
		SP:Iteration 38Q (150902.250000 sec): 3 clusters
  Score: Raw -290047.824420 + Penalty 2656.595287 = -287391.229133
  nChanged 10
		SP:Iteration 39Q (150902.310000 sec): 3 clusters
  Score: Raw -290051.962567 + Penalty 2656.595287 = -287395.367280
  nChanged 11
		SP:Iteration 40F (150902.370000 sec): 3 clusters
  Score: Raw -290056.744555 + Penalty 2656.595287 = -287400.149268
  nChanged 11
		SP:Iteration 41Q (150902.430000 sec): 3 clusters
  Score: Raw -290062.089285 + Penalty 2656.595287 = -287405.493999
  nChanged 11
		SP:Iteration 42Q (150902.490000 sec): 3 clusters
  Score: Raw -290067.201922 + Penalty 2656.595287 = -287410.606636
  nChanged 9
		SP:Iteration 43Q (150902.550000 sec): 3 clusters
  Score: Raw -290071.319005 + Penalty 2656.595287 = -287414.723718
  nChanged 9
		SP:Iteration 44Q (150902.610000 sec): 3 clusters
  Score: Raw -290073.970602 + Penalty 2656.595287 = -287417.375315
  nChanged 9
		SP:Iteration 45Q (150902.670000 sec): 3 clusters
  Score: Raw -290077.319291 + Penalty 2656.595287 = -287420.724005
  nChanged 11
		SP:Iteration 46Q (150902.820000 sec): 3 clusters
  Score: Raw -290082.479494 + Penalty 2656.595287 = -287425.884207
  nChanged 11
		SP:Iteration 47Q (150903.000000 sec): 3 clusters
  Score: Raw -290088.907681 + Penalty 2656.595287 = -287432.312394
  nChanged 8
		SP:Iteration 48Q (150903.170000 sec): 3 clusters
  Score: Raw -290092.048537 + Penalty 2656.595287 = -287435.453250
  nChanged 5
		SP:Iteration 49Q (150903.350000 sec): 3 clusters
  Score: Raw -290094.477390 + Penalty 2656.595287 = -287437.882103
  nChanged 4
		SP:Iteration 50Q (150903.530000 sec): 3 clusters
  Score: Raw -290095.765755 + Penalty 2656.595287 = -287439.170468
  nChanged 2
		SP:Iteration 51Q (150903.700000 sec): 3 clusters
  Score: Raw -290096.571449 + Penalty 2656.595287 = -287439.976163
  nChanged 2
		SP:Iteration 52Q (150903.880000 sec): 3 clusters
  Score: Raw -290097.252335 + Penalty 2656.595287 = -287440.657048
  nChanged 3
		SP:Iteration 53Q (150904.050000 sec): 3 clusters
  Score: Raw -290098.209576 + Penalty 2656.595287 = -287441.614289
  nChanged 0
		SP:Iteration 54F (150904.120000 sec): 3 clusters
  Score: Raw -290098.209576 + Penalty 2656.595287 = -287441.614289
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 78 (16638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150904.360000 sec): 2 clusters
  Score: Raw -1441450.807220 + Penalty 1579.409734 = -1439871.397487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150904.630000 sec): 3 clusters
  Score: Raw -1431639.420367 + Penalty 3158.819467 = -1428480.600899
  nChanged 7463
		SP:Iteration 1F (150904.930000 sec): 3 clusters
  Score: Raw -1436348.502671 + Penalty 3158.819467 = -1433189.683204
  nChanged 1242
		SP:Iteration 2F (150905.230000 sec): 3 clusters
  Score: Raw -1437190.113524 + Penalty 3158.819467 = -1434031.294057
  nChanged 1206
		SP:Iteration 3F (150905.470000 sec): 3 clusters
  Score: Raw -1438049.985169 + Penalty 3158.819467 = -1434891.165702
  nChanged 1086
		SP:Iteration 4F (150905.730000 sec): 3 clusters
  Score: Raw -1438766.259474 + Penalty 3158.819467 = -1435607.440007
  nChanged 949
		SP:Iteration 5F (150906.030000 sec): 3 clusters
  Score: Raw -1439324.905778 + Penalty 3158.819467 = -1436166.086310
  nChanged 770
		SP:Iteration 6Q (150906.330000 sec): 3 clusters
  Score: Raw -1439694.213777 + Penalty 3158.819467 = -1436535.394309
  nChanged 596
		SP:Iteration 7Q (150906.640000 sec): 3 clusters
  Score: Raw -1439975.353458 + Penalty 3158.819467 = -1436816.533990
  nChanged 483
		SP:Iteration 8Q (150906.950000 sec): 3 clusters
  Score: Raw -1440177.610004 + Penalty 3158.819467 = -1437018.790536
  nChanged 403
		SP:Iteration 9Q (150907.250000 sec): 3 clusters
  Score: Raw -1440323.630574 + Penalty 3158.819467 = -1437164.811107
  nChanged 330
		SP:Iteration 10Q (150907.510000 sec): 3 clusters
  Score: Raw -1440439.961682 + Penalty 3158.819467 = -1437281.142215
  nChanged 307
		SP:Iteration 11Q (150907.700000 sec): 3 clusters
  Score: Raw -1440530.815960 + Penalty 3158.819467 = -1437371.996492
  nChanged 247
		SP:Iteration 12Q (150907.960000 sec): 3 clusters
  Score: Raw -1440600.141962 + Penalty 3158.819467 = -1437441.322495
  nChanged 222
		SP:Iteration 13Q (150908.270000 sec): 3 clusters
  Score: Raw -1440662.943643 + Penalty 3158.819467 = -1437504.124176
  nChanged 192
		SP:Iteration 14Q (150908.570000 sec): 3 clusters
  Score: Raw -1440716.132896 + Penalty 3158.819467 = -1437557.313429
  nChanged 181
		SP:Iteration 15Q (150908.870000 sec): 3 clusters
  Score: Raw -1440763.298816 + Penalty 3158.819467 = -1437604.479349
  nChanged 145
		SP:Iteration 16Q (150909.170000 sec): 3 clusters
  Score: Raw -1440801.997239 + Penalty 3158.819467 = -1437643.177771
  nChanged 139
		SP:Iteration 17Q (150909.470000 sec): 3 clusters
  Score: Raw -1440835.429704 + Penalty 3158.819467 = -1437676.610237
  nChanged 122
		SP:Iteration 18Q (150909.780000 sec): 3 clusters
  Score: Raw -1440863.267842 + Penalty 3158.819467 = -1437704.448375
  nChanged 118
		SP:Iteration 19Q (150910.080000 sec): 3 clusters
  Score: Raw -1440886.685129 + Penalty 3158.819467 = -1437727.865662
  nChanged 106
		SP:Iteration 20F (150910.290000 sec): 3 clusters
  Score: Raw -1440906.731033 + Penalty 3158.819467 = -1437747.911566
  nChanged 107
		SP:Iteration 21Q (150910.470000 sec): 3 clusters
  Score: Raw -1440928.404019 + Penalty 3158.819467 = -1437769.584551
  nChanged 104
		SP:Iteration 22Q (150910.660000 sec): 3 clusters
  Score: Raw -1440947.096553 + Penalty 3158.819467 = -1437788.277086
  nChanged 97
		SP:Iteration 23Q (150910.850000 sec): 3 clusters
  Score: Raw -1440966.232438 + Penalty 3158.819467 = -1437807.412971
  nChanged 106
		SP:Iteration 24Q (150911.150000 sec): 3 clusters
  Score: Raw -1440986.883720 + Penalty 3158.819467 = -1437828.064252
  nChanged 98
		SP:Iteration 25Q (150911.410000 sec): 3 clusters
  Score: Raw -1441009.745784 + Penalty 3158.819467 = -1437850.926316
  nChanged 113
		SP:Iteration 26Q (150911.710000 sec): 3 clusters
  Score: Raw -1441034.467953 + Penalty 3158.819467 = -1437875.648486
  nChanged 106
		SP:Iteration 27Q (150911.980000 sec): 3 clusters
  Score: Raw -1441059.729383 + Penalty 3158.819467 = -1437900.909916
  nChanged 114
		SP:Iteration 28Q (150912.290000 sec): 3 clusters
  Score: Raw -1441087.254589 + Penalty 3158.819467 = -1437928.435122
  nChanged 124
		SP:Iteration 29Q (150912.550000 sec): 3 clusters
  Score: Raw -1441119.591941 + Penalty 3158.819467 = -1437960.772474
  nChanged 121
		SP:Iteration 30Q (150912.850000 sec): 3 clusters
  Score: Raw -1441151.967378 + Penalty 3158.819467 = -1437993.147911
  nChanged 140
		SP:Iteration 31Q (150913.120000 sec): 3 clusters
  Score: Raw -1441191.486429 + Penalty 3158.819467 = -1438032.666962
  nChanged 128
		SP:Iteration 32Q (150913.430000 sec): 3 clusters
  Score: Raw -1441224.279654 + Penalty 3158.819467 = -1438065.460186
  nChanged 114
		SP:Iteration 33Q (150913.690000 sec): 3 clusters
  Score: Raw -1441255.603691 + Penalty 3158.819467 = -1438096.784224
  nChanged 129
		SP:Iteration 34Q (150913.950000 sec): 3 clusters
  Score: Raw -1441295.773701 + Penalty 3158.819467 = -1438136.954234
  nChanged 125
		SP:Iteration 35Q (150914.210000 sec): 3 clusters
  Score: Raw -1441340.372238 + Penalty 3158.819467 = -1438181.552771
  nChanged 143
		SP:Iteration 36Q (150914.440000 sec): 3 clusters
  Score: Raw -1441388.471121 + Penalty 3158.819467 = -1438229.651654
  nChanged 131
		SP:Iteration 37Q (150914.700000 sec): 3 clusters
  Score: Raw -1441433.398665 + Penalty 3158.819467 = -1438274.579198
  nChanged 146
		SP:Iteration 38Q (150914.970000 sec): 3 clusters
  Score: Raw -1441482.048753 + Penalty 3158.819467 = -1438323.229286
  nChanged 140
		SP:Iteration 39Q (150915.230000 sec): 3 clusters
  Score: Raw -1441525.570203 + Penalty 3158.819467 = -1438366.750736
  nChanged 139
		SP:Iteration 40F (150915.490000 sec): 3 clusters
  Score: Raw -1441563.882030 + Penalty 3158.819467 = -1438405.062563
  nChanged 120
		SP:Iteration 41Q (150915.770000 sec): 3 clusters
  Score: Raw -1441594.650543 + Penalty 3158.819467 = -1438435.831075
  nChanged 104
		SP:Iteration 42Q (150916.060000 sec): 3 clusters
  Score: Raw -1441622.219687 + Penalty 3158.819467 = -1438463.400219
  nChanged 104
		SP:Iteration 43Q (150916.360000 sec): 3 clusters
  Score: Raw -1441650.065117 + Penalty 3158.819467 = -1438491.245650
  nChanged 106
		SP:Iteration 44Q (150916.630000 sec): 3 clusters
  Score: Raw -1441682.515778 + Penalty 3158.819467 = -1438523.696311
  nChanged 112
		SP:Iteration 45Q (150916.890000 sec): 3 clusters
  Score: Raw -1441721.919687 + Penalty 3158.819467 = -1438563.100220
  nChanged 126
		SP:Iteration 46Q (150917.110000 sec): 3 clusters
  Score: Raw -1441764.912424 + Penalty 3158.819467 = -1438606.092957
  nChanged 131
		SP:Iteration 47Q (150917.370000 sec): 3 clusters
  Score: Raw -1441811.395260 + Penalty 3158.819467 = -1438652.575793
  nChanged 143
		SP:Iteration 48Q (150917.630000 sec): 3 clusters
  Score: Raw -1441865.672412 + Penalty 3158.819467 = -1438706.852945
  nChanged 143
		SP:Iteration 49Q (150917.890000 sec): 3 clusters
  Score: Raw -1441926.614001 + Penalty 3158.819467 = -1438767.794533
  nChanged 143
		SP:Iteration 50Q (150918.150000 sec): 3 clusters
  Score: Raw -1441996.623809 + Penalty 3158.819467 = -1438837.804342
  nChanged 144
		SP:Iteration 51Q (150918.410000 sec): 3 clusters
  Score: Raw -1442109.108455 + Penalty 3158.819467 = -1438950.288987
  nChanged 136
		SP:Iteration 52Q (150918.670000 sec): 3 clusters
  Score: Raw -1442224.382348 + Penalty 3158.819467 = -1439065.562881
  nChanged 146
		SP:Iteration 53Q (150918.930000 sec): 3 clusters
  Score: Raw -1442319.100563 + Penalty 3158.819467 = -1439160.281096
  nChanged 108
		SP:Iteration 54Q (150919.190000 sec): 3 clusters
  Score: Raw -1442372.347748 + Penalty 3158.819467 = -1439213.528280
  nChanged 101
		SP:Iteration 55Q (150919.450000 sec): 3 clusters
  Score: Raw -1442417.139095 + Penalty 3158.819467 = -1439258.319628
  nChanged 93
		SP:Iteration 56Q (150919.720000 sec): 3 clusters
  Score: Raw -1442461.198176 + Penalty 3158.819467 = -1439302.378709
  nChanged 82
		SP:Iteration 57Q (150919.990000 sec): 3 clusters
  Score: Raw -1442501.153350 + Penalty 3158.819467 = -1439342.333883
  nChanged 76
		SP:Iteration 58Q (150920.220000 sec): 3 clusters
  Score: Raw -1442538.081437 + Penalty 3158.819467 = -1439379.261970
  nChanged 64
		SP:Iteration 59Q (150920.470000 sec): 3 clusters
  Score: Raw -1442568.575690 + Penalty 3158.819467 = -1439409.756222
  nChanged 47
		SP:Iteration 60F (150920.740000 sec): 3 clusters
  Score: Raw -1442582.979423 + Penalty 3158.819467 = -1439424.159955
  nChanged 47
		SP:Iteration 61Q (150921.000000 sec): 3 clusters
  Score: Raw -1442597.971713 + Penalty 3158.819467 = -1439439.152245
  nChanged 22
		SP:Iteration 62Q (150921.250000 sec): 3 clusters
  Score: Raw -1442606.311051 + Penalty 3158.819467 = -1439447.491584
  nChanged 22
		SP:Iteration 63Q (150921.470000 sec): 3 clusters
  Score: Raw -1442612.255990 + Penalty 3158.819467 = -1439453.436522
  nChanged 14
		SP:Iteration 64Q (150921.700000 sec): 3 clusters
  Score: Raw -1442615.420094 + Penalty 3158.819467 = -1439456.600626
  nChanged 9
		SP:Iteration 65Q (150921.940000 sec): 3 clusters
  Score: Raw -1442617.080050 + Penalty 3158.819467 = -1439458.260583
  nChanged 8
		SP:Iteration 66Q (150922.210000 sec): 3 clusters
  Score: Raw -1442618.228672 + Penalty 3158.819467 = -1439459.409205
  nChanged 3
		SP:Iteration 67Q (150922.470000 sec): 3 clusters
  Score: Raw -1442618.880072 + Penalty 3158.819467 = -1439460.060605
  nChanged 3
		SP:Iteration 68Q (150922.720000 sec): 3 clusters
  Score: Raw -1442619.388682 + Penalty 3158.819467 = -1439460.569214
  nChanged 1
		SP:Iteration 69Q (150923.010000 sec): 3 clusters
  Score: Raw -1442619.806365 + Penalty 3158.819467 = -1439460.986897
  nChanged 2
		SP:Iteration 70Q (150923.270000 sec): 3 clusters
  Score: Raw -1442620.441173 + Penalty 3158.819467 = -1439461.621705
  nChanged 2
		SP:Iteration 71Q (150923.510000 sec): 3 clusters
  Score: Raw -1442621.144788 + Penalty 3158.819467 = -1439462.325321
  nChanged 5
		SP:Iteration 72Q (150923.790000 sec): 3 clusters
  Score: Raw -1442621.932147 + Penalty 3158.819467 = -1439463.112680
  nChanged 2
		SP:Iteration 73Q (150924.100000 sec): 3 clusters
  Score: Raw -1442622.204820 + Penalty 3158.819467 = -1439463.385352
  nChanged 1
		SP:Iteration 74Q (150924.370000 sec): 3 clusters
  Score: Raw -1442622.274643 + Penalty 3158.819467 = -1439463.455175
  nChanged 0
		SP:Iteration 75F (150924.630000 sec): 3 clusters
  Score: Raw -1442622.274643 + Penalty 3158.819467 = -1439463.455175
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 79 (2629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150924.740000 sec): 2 clusters
  Score: Raw -221165.476514 + Penalty 1279.583309 = -219885.893205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150924.910000 sec): 3 clusters
  Score: Raw -219951.216706 + Penalty 2559.166618 = -217392.050088
  nChanged 1000
		SP:Iteration 1F (150925.070000 sec): 3 clusters
  Score: Raw -220604.780512 + Penalty 2559.166618 = -218045.613894
  nChanged 197
		SP:Iteration 2F (150925.230000 sec): 3 clusters
  Score: Raw -220784.054450 + Penalty 2559.166618 = -218224.887832
  nChanged 167
		SP:Iteration 3F (150925.390000 sec): 3 clusters
  Score: Raw -220908.514639 + Penalty 2559.166618 = -218349.348021
  nChanged 120
		SP:Iteration 4Q (150925.550000 sec): 3 clusters
  Score: Raw -220984.589585 + Penalty 2559.166618 = -218425.422967
  nChanged 90
		SP:Iteration 5Q (150925.710000 sec): 3 clusters
  Score: Raw -221052.854886 + Penalty 2559.166618 = -218493.688268
  nChanged 82
		SP:Iteration 6Q (150925.820000 sec): 3 clusters
  Score: Raw -221123.821324 + Penalty 2559.166618 = -218564.654706
  nChanged 76
		SP:Iteration 7Q (150926.000000 sec): 3 clusters
  Score: Raw -221178.472133 + Penalty 2559.166618 = -218619.305515
  nChanged 60
		SP:Iteration 8Q (150926.170000 sec): 3 clusters
  Score: Raw -221220.197658 + Penalty 2559.166618 = -218661.031040
  nChanged 60
		SP:Iteration 9Q (150926.350000 sec): 3 clusters
  Score: Raw -221257.561236 + Penalty 2559.166618 = -218698.394618
  nChanged 59
		SP:Iteration 10Q (150926.520000 sec): 3 clusters
  Score: Raw -221312.288928 + Penalty 2559.166618 = -218753.122310
  nChanged 57
		SP:Iteration 11Q (150926.700000 sec): 3 clusters
  Score: Raw -221362.491739 + Penalty 2559.166618 = -218803.325121
  nChanged 72
		SP:Iteration 12Q (150926.870000 sec): 3 clusters
  Score: Raw -221421.259643 + Penalty 2559.166618 = -218862.093025
  nChanged 62
		SP:Iteration 13Q (150927.050000 sec): 3 clusters
  Score: Raw -221461.455035 + Penalty 2559.166618 = -218902.288416
  nChanged 47
		SP:Iteration 14Q (150927.230000 sec): 3 clusters
  Score: Raw -221501.255175 + Penalty 2559.166618 = -218942.088557
  nChanged 58
		SP:Iteration 15Q (150927.400000 sec): 3 clusters
  Score: Raw -221552.671743 + Penalty 2559.166618 = -218993.505124
  nChanged 53
		SP:Iteration 16Q (150927.580000 sec): 3 clusters
  Score: Raw -221592.895597 + Penalty 2559.166618 = -219033.728979
  nChanged 43
		SP:Iteration 17Q (150927.760000 sec): 3 clusters
  Score: Raw -221620.251921 + Penalty 2559.166618 = -219061.085303
  nChanged 37
		SP:Iteration 18Q (150927.930000 sec): 3 clusters
  Score: Raw -221642.344673 + Penalty 2559.166618 = -219083.178055
  nChanged 27
		SP:Iteration 19Q (150928.110000 sec): 3 clusters
  Score: Raw -221660.067390 + Penalty 2559.166618 = -219100.900772
  nChanged 25
		SP:Iteration 20F (150928.280000 sec): 3 clusters
  Score: Raw -221672.991061 + Penalty 2559.166618 = -219113.824443
  nChanged 21
		SP:Iteration 21Q (150928.460000 sec): 3 clusters
  Score: Raw -221683.624756 + Penalty 2559.166618 = -219124.458138
  nChanged 21
		SP:Iteration 22Q (150928.640000 sec): 3 clusters
  Score: Raw -221692.789193 + Penalty 2559.166618 = -219133.622575
  nChanged 16
		SP:Iteration 23Q (150928.860000 sec): 3 clusters
  Score: Raw -221703.853319 + Penalty 2559.166618 = -219144.686701
  nChanged 17
		SP:Iteration 24Q (150929.010000 sec): 3 clusters
  Score: Raw -221712.063240 + Penalty 2559.166618 = -219152.896622
  nChanged 12
		SP:Iteration 25Q (150929.170000 sec): 3 clusters
  Score: Raw -221716.822233 + Penalty 2559.166618 = -219157.655615
  nChanged 10
		SP:Iteration 26Q (150929.330000 sec): 3 clusters
  Score: Raw -221722.365746 + Penalty 2559.166618 = -219163.199128
  nChanged 15
		SP:Iteration 27Q (150929.490000 sec): 3 clusters
  Score: Raw -221729.975274 + Penalty 2559.166618 = -219170.808656
  nChanged 13
		SP:Iteration 28Q (150929.650000 sec): 3 clusters
  Score: Raw -221736.800548 + Penalty 2559.166618 = -219177.633930
  nChanged 18
		SP:Iteration 29Q (150929.800000 sec): 3 clusters
  Score: Raw -221747.028841 + Penalty 2559.166618 = -219187.862223
  nChanged 20
		SP:Iteration 30Q (150929.960000 sec): 3 clusters
  Score: Raw -221752.859269 + Penalty 2559.166618 = -219193.692651
  nChanged 14
		SP:Iteration 31Q (150930.120000 sec): 3 clusters
  Score: Raw -221757.163708 + Penalty 2559.166618 = -219197.997090
  nChanged 13
		SP:Iteration 32Q (150930.280000 sec): 3 clusters
  Score: Raw -221762.167134 + Penalty 2559.166618 = -219203.000516
  nChanged 7
		SP:Iteration 33Q (150930.390000 sec): 3 clusters
  Score: Raw -221766.416601 + Penalty 2559.166618 = -219207.249983
  nChanged 9
		SP:Iteration 34Q (150930.570000 sec): 3 clusters
  Score: Raw -221769.415996 + Penalty 2559.166618 = -219210.249378
  nChanged 4
		SP:Iteration 35Q (150930.740000 sec): 3 clusters
  Score: Raw -221770.180113 + Penalty 2559.166618 = -219211.013495
  nChanged 2
		SP:Iteration 36Q (150930.920000 sec): 3 clusters
  Score: Raw -221771.501862 + Penalty 2559.166618 = -219212.335244
  nChanged 2
		SP:Iteration 37Q (150931.100000 sec): 3 clusters
  Score: Raw -221772.622934 + Penalty 2559.166618 = -219213.456316
  nChanged 2
		SP:Iteration 38Q (150931.270000 sec): 3 clusters
  Score: Raw -221773.724761 + Penalty 2559.166618 = -219214.558143
  nChanged 1
		SP:Iteration 39Q (150931.450000 sec): 3 clusters
  Score: Raw -221774.243413 + Penalty 2559.166618 = -219215.076795
  nChanged 0
		SP:Iteration 40F (150931.620000 sec): 3 clusters
  Score: Raw -221774.243413 + Penalty 2559.166618 = -219215.076795
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 80 (6230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150931.740000 sec): 2 clusters
  Score: Raw -537657.363768 + Penalty 1419.783887 = -536237.579881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150931.960000 sec): 3 clusters
  Score: Raw -534378.789064 + Penalty 2839.567774 = -531539.221291
  nChanged 2540
		SP:Iteration 1F (150932.120000 sec): 3 clusters
  Score: Raw -535891.817719 + Penalty 2839.567774 = -533052.249946
  nChanged 481
		SP:Iteration 2F (150932.290000 sec): 3 clusters
  Score: Raw -536265.277873 + Penalty 2839.567774 = -533425.710099
  nChanged 460
		SP:Iteration 3F (150932.450000 sec): 3 clusters
  Score: Raw -536582.918554 + Penalty 2839.567774 = -533743.350780
  nChanged 350
		SP:Iteration 4F (150932.620000 sec): 3 clusters
  Score: Raw -536815.641716 + Penalty 2839.567774 = -533976.073942
  nChanged 289
		SP:Iteration 5Q (150932.780000 sec): 3 clusters
  Score: Raw -537006.009497 + Penalty 2839.567774 = -534166.441723
  nChanged 260
		SP:Iteration 6Q (150932.880000 sec): 3 clusters
  Score: Raw -537146.742356 + Penalty 2839.567774 = -534307.174582
  nChanged 217
		SP:Iteration 7Q (150932.990000 sec): 3 clusters
  Score: Raw -537242.350156 + Penalty 2839.567774 = -534402.782382
  nChanged 177
		SP:Iteration 8Q (150933.090000 sec): 3 clusters
  Score: Raw -537312.627125 + Penalty 2839.567774 = -534473.059351
  nChanged 130
		SP:Iteration 9Q (150933.200000 sec): 3 clusters
  Score: Raw -537364.225104 + Penalty 2839.567774 = -534524.657330
  nChanged 116
		SP:Iteration 10Q (150933.300000 sec): 3 clusters
  Score: Raw -537406.773980 + Penalty 2839.567774 = -534567.206206
  nChanged 97
		SP:Iteration 11Q (150933.400000 sec): 3 clusters
  Score: Raw -537447.126726 + Penalty 2839.567774 = -534607.558952
  nChanged 105
		SP:Iteration 12Q (150933.500000 sec): 3 clusters
  Score: Raw -537501.782517 + Penalty 2839.567774 = -534662.214743
  nChanged 112
		SP:Iteration 13Q (150933.600000 sec): 3 clusters
  Score: Raw -537557.635339 + Penalty 2839.567774 = -534718.067565
  nChanged 119
		SP:Iteration 14Q (150933.710000 sec): 3 clusters
  Score: Raw -537623.079211 + Penalty 2839.567774 = -534783.511437
  nChanged 148
		SP:Iteration 15Q (150933.810000 sec): 3 clusters
  Score: Raw -537720.035006 + Penalty 2839.567774 = -534880.467232
  nChanged 151
		SP:Iteration 16Q (150933.910000 sec): 3 clusters
  Score: Raw -537808.949101 + Penalty 2839.567774 = -534969.381327
  nChanged 156
		SP:Iteration 17Q (150934.010000 sec): 3 clusters
  Score: Raw -537909.893614 + Penalty 2839.567774 = -535070.325840
  nChanged 136
		SP:Iteration 18Q (150934.110000 sec): 3 clusters
  Score: Raw -537983.361618 + Penalty 2839.567774 = -535143.793844
  nChanged 125
		SP:Iteration 19Q (150934.210000 sec): 3 clusters
  Score: Raw -538049.056171 + Penalty 2839.567774 = -535209.488397
  nChanged 124
		SP:Iteration 20F (150934.400000 sec): 3 clusters
  Score: Raw -538101.819578 + Penalty 2839.567774 = -535262.251804
  nChanged 99
		SP:Iteration 21Q (150934.610000 sec): 3 clusters
  Score: Raw -538137.606788 + Penalty 2839.567774 = -535298.039014
  nChanged 74
		SP:Iteration 22Q (150934.800000 sec): 3 clusters
  Score: Raw -538167.916406 + Penalty 2839.567774 = -535328.348633
  nChanged 72
		SP:Iteration 23Q (150935.010000 sec): 3 clusters
  Score: Raw -538198.444239 + Penalty 2839.567774 = -535358.876465
  nChanged 88
		SP:Iteration 24Q (150935.170000 sec): 3 clusters
  Score: Raw -538233.030452 + Penalty 2839.567774 = -535393.462678
  nChanged 73
		SP:Iteration 25Q (150935.270000 sec): 3 clusters
  Score: Raw -538260.842171 + Penalty 2839.567774 = -535421.274397
  nChanged 61
		SP:Iteration 26Q (150935.370000 sec): 3 clusters
  Score: Raw -538280.936010 + Penalty 2839.567774 = -535441.368236
  nChanged 47
		SP:Iteration 27Q (150935.470000 sec): 3 clusters
  Score: Raw -538296.350218 + Penalty 2839.567774 = -535456.782444
  nChanged 51
		SP:Iteration 28Q (150935.680000 sec): 3 clusters
  Score: Raw -538313.391634 + Penalty 2839.567774 = -535473.823860
  nChanged 32
		SP:Iteration 29Q (150935.890000 sec): 3 clusters
  Score: Raw -538320.581541 + Penalty 2839.567774 = -535481.013767
  nChanged 25
		SP:Iteration 30Q (150936.060000 sec): 3 clusters
  Score: Raw -538325.822615 + Penalty 2839.567774 = -535486.254841
  nChanged 16
		SP:Iteration 31Q (150936.270000 sec): 3 clusters
  Score: Raw -538328.860381 + Penalty 2839.567774 = -535489.292607
  nChanged 13
		SP:Iteration 32Q (150936.490000 sec): 3 clusters
  Score: Raw -538331.503086 + Penalty 2839.567774 = -535491.935312
  nChanged 10
		SP:Iteration 33Q (150936.590000 sec): 3 clusters
  Score: Raw -538332.991472 + Penalty 2839.567774 = -535493.423698
  nChanged 3
		SP:Iteration 34Q (150936.690000 sec): 3 clusters
  Score: Raw -538333.307168 + Penalty 2839.567774 = -535493.739394
  nChanged 3
		SP:Iteration 35Q (150936.920000 sec): 3 clusters
  Score: Raw -538333.640233 + Penalty 2839.567774 = -535494.072459
  nChanged 5
		SP:Iteration 36Q (150937.090000 sec): 3 clusters
  Score: Raw -538334.666383 + Penalty 2839.567774 = -535495.098609
  nChanged 2
		SP:Iteration 37Q (150937.240000 sec): 3 clusters
  Score: Raw -538334.987835 + Penalty 2839.567774 = -535495.420061
  nChanged 2
		SP:Iteration 38Q (150937.340000 sec): 3 clusters
  Score: Raw -538335.509115 + Penalty 2839.567774 = -535495.941341
  nChanged 3
		SP:Iteration 39Q (150937.440000 sec): 3 clusters
  Score: Raw -538335.940117 + Penalty 2839.567774 = -535496.372343
  nChanged 2
		SP:Iteration 40F (150937.660000 sec): 3 clusters
  Score: Raw -538336.117135 + Penalty 2839.567774 = -535496.549361
  nChanged 1
		SP:Iteration 41Q (150937.720000 sec): 3 clusters
  Score: Raw -538336.184502 + Penalty 2839.567774 = -535496.616728
  nChanged 1
		SP:Iteration 42Q (150937.920000 sec): 3 clusters
  Score: Raw -538336.231362 + Penalty 2839.567774 = -535496.663588
  nChanged 0
		SP:Iteration 43F (150938.070000 sec): 3 clusters
  Score: Raw -538336.231362 + Penalty 2839.567774 = -535496.663588
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 81 (4576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150938.180000 sec): 2 clusters
  Score: Raw -385873.535158 + Penalty 1369.644337 = -384503.890821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150938.280000 sec): 3 clusters
  Score: Raw -383571.647804 + Penalty 2739.288673 = -380832.359130
  nChanged 1801
		SP:Iteration 1F (150938.370000 sec): 3 clusters
  Score: Raw -384747.560648 + Penalty 2739.288673 = -382008.271975
  nChanged 450
		SP:Iteration 2F (150938.460000 sec): 3 clusters
  Score: Raw -385102.552086 + Penalty 2739.288673 = -382363.263413
  nChanged 302
		SP:Iteration 3F (150938.540000 sec): 3 clusters
  Score: Raw -385359.548449 + Penalty 2739.288673 = -382620.259776
  nChanged 293
		SP:Iteration 4F (150938.640000 sec): 3 clusters
  Score: Raw -385613.256926 + Penalty 2739.288673 = -382873.968252
  nChanged 250
		SP:Iteration 5F (150938.720000 sec): 3 clusters
  Score: Raw -385828.969427 + Penalty 2739.288673 = -383089.680753
  nChanged 193
		SP:Iteration 6Q (150938.810000 sec): 3 clusters
  Score: Raw -385977.966670 + Penalty 2739.288673 = -383238.677997
  nChanged 152
		SP:Iteration 7Q (150938.900000 sec): 3 clusters
  Score: Raw -386065.831551 + Penalty 2739.288673 = -383326.542878
  nChanged 119
		SP:Iteration 8Q (150938.990000 sec): 3 clusters
  Score: Raw -386123.197264 + Penalty 2739.288673 = -383383.908591
  nChanged 79
		SP:Iteration 9Q (150939.140000 sec): 3 clusters
  Score: Raw -386164.900190 + Penalty 2739.288673 = -383425.611517
  nChanged 75
		SP:Iteration 10Q (150939.220000 sec): 3 clusters
  Score: Raw -386189.235787 + Penalty 2739.288673 = -383449.947114
  nChanged 53
		SP:Iteration 11Q (150939.310000 sec): 3 clusters
  Score: Raw -386208.031362 + Penalty 2739.288673 = -383468.742689
  nChanged 55
		SP:Iteration 12Q (150939.400000 sec): 3 clusters
  Score: Raw -386228.932727 + Penalty 2739.288673 = -383489.644054
  nChanged 55
		SP:Iteration 13Q (150939.480000 sec): 3 clusters
  Score: Raw -386251.831740 + Penalty 2739.288673 = -383512.543067
  nChanged 52
		SP:Iteration 14Q (150939.570000 sec): 3 clusters
  Score: Raw -386273.986640 + Penalty 2739.288673 = -383534.697966
  nChanged 44
		SP:Iteration 15Q (150939.660000 sec): 3 clusters
  Score: Raw -386292.775532 + Penalty 2739.288673 = -383553.486859
  nChanged 46
		SP:Iteration 16Q (150939.740000 sec): 3 clusters
  Score: Raw -386312.446900 + Penalty 2739.288673 = -383573.158227
  nChanged 46
		SP:Iteration 17Q (150939.830000 sec): 3 clusters
  Score: Raw -386329.721918 + Penalty 2739.288673 = -383590.433245
  nChanged 45
		SP:Iteration 18Q (150939.920000 sec): 3 clusters
  Score: Raw -386343.568659 + Penalty 2739.288673 = -383604.279986
  nChanged 35
		SP:Iteration 19Q (150940.010000 sec): 3 clusters
  Score: Raw -386353.302280 + Penalty 2739.288673 = -383614.013607
  nChanged 31
		SP:Iteration 20F (150940.100000 sec): 3 clusters
  Score: Raw -386363.340210 + Penalty 2739.288673 = -383624.051537
  nChanged 24
		SP:Iteration 21Q (150940.180000 sec): 3 clusters
  Score: Raw -386371.482974 + Penalty 2739.288673 = -383632.194301
  nChanged 18
		SP:Iteration 22Q (150940.270000 sec): 3 clusters
  Score: Raw -386377.375553 + Penalty 2739.288673 = -383638.086880
  nChanged 16
		SP:Iteration 23Q (150940.360000 sec): 3 clusters
  Score: Raw -386381.434395 + Penalty 2739.288673 = -383642.145722
  nChanged 10
		SP:Iteration 24Q (150940.440000 sec): 3 clusters
  Score: Raw -386383.990305 + Penalty 2739.288673 = -383644.701632
  nChanged 10
		SP:Iteration 25Q (150940.530000 sec): 3 clusters
  Score: Raw -386387.308930 + Penalty 2739.288673 = -383648.020257
  nChanged 12
		SP:Iteration 26Q (150940.620000 sec): 3 clusters
  Score: Raw -386389.835410 + Penalty 2739.288673 = -383650.546737
  nChanged 11
		SP:Iteration 27Q (150940.700000 sec): 3 clusters
  Score: Raw -386393.939058 + Penalty 2739.288673 = -383654.650384
  nChanged 16
		SP:Iteration 28Q (150940.790000 sec): 3 clusters
  Score: Raw -386398.931608 + Penalty 2739.288673 = -383659.642935
  nChanged 13
		SP:Iteration 29Q (150940.880000 sec): 3 clusters
  Score: Raw -386400.945701 + Penalty 2739.288673 = -383661.657028
  nChanged 5
		SP:Iteration 30Q (150940.960000 sec): 3 clusters
  Score: Raw -386402.365347 + Penalty 2739.288673 = -383663.076673
  nChanged 6
		SP:Iteration 31Q (150941.050000 sec): 3 clusters
  Score: Raw -386404.245622 + Penalty 2739.288673 = -383664.956949
  nChanged 5
		SP:Iteration 32Q (150941.220000 sec): 3 clusters
  Score: Raw -386406.168326 + Penalty 2739.288673 = -383666.879652
  nChanged 5
		SP:Iteration 33Q (150941.400000 sec): 3 clusters
  Score: Raw -386407.320287 + Penalty 2739.288673 = -383668.031614
  nChanged 4
		SP:Iteration 34Q (150941.570000 sec): 3 clusters
  Score: Raw -386408.926630 + Penalty 2739.288673 = -383669.637957
  nChanged 7
		SP:Iteration 35Q (150941.750000 sec): 3 clusters
  Score: Raw -386411.043282 + Penalty 2739.288673 = -383671.754609
  nChanged 3
		SP:Iteration 36Q (150941.920000 sec): 3 clusters
  Score: Raw -386411.702035 + Penalty 2739.288673 = -383672.413362
  nChanged 4
		SP:Iteration 37Q (150942.100000 sec): 3 clusters
  Score: Raw -386412.598979 + Penalty 2739.288673 = -383673.310306
  nChanged 1
		SP:Iteration 38Q (150942.280000 sec): 3 clusters
  Score: Raw -386412.738618 + Penalty 2739.288673 = -383673.449944
  nChanged 2
		SP:Iteration 39Q (150942.450000 sec): 3 clusters
  Score: Raw -386412.925521 + Penalty 2739.288673 = -383673.636848
  nChanged 0
		SP:Iteration 40F (150942.630000 sec): 3 clusters
  Score: Raw -386412.925521 + Penalty 2739.288673 = -383673.636848
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 82 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150942.710000 sec): 2 clusters
  Score: Raw -64830.558968 + Penalty 1092.427342 = -63738.131626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150942.890000 sec): 3 clusters
  Score: Raw -64671.756992 + Penalty 2184.854683 = -62486.902309
  nChanged 234
		SP:Iteration 1F (150943.060000 sec): 3 clusters
  Score: Raw -64958.315075 + Penalty 2184.854683 = -62773.460391
  nChanged 78
		SP:Iteration 2F (150943.240000 sec): 3 clusters
  Score: Raw -65066.512990 + Penalty 2184.854683 = -62881.658307
  nChanged 39
		SP:Iteration 3Q (150943.420000 sec): 3 clusters
  Score: Raw -65118.836780 + Penalty 2184.854683 = -62933.982097
  nChanged 33
		SP:Iteration 4Q (150943.590000 sec): 3 clusters
  Score: Raw -65168.340839 + Penalty 2184.854683 = -62983.486156
  nChanged 13
		SP:Iteration 5Q (150943.770000 sec): 3 clusters
  Score: Raw -65178.964514 + Penalty 2184.854683 = -62994.109831
  nChanged 7
		SP:Iteration 6Q (150943.940000 sec): 3 clusters
  Score: Raw -65186.606447 + Penalty 2184.854683 = -63001.751763
  nChanged 4
		SP:Iteration 7Q (150944.120000 sec): 3 clusters
  Score: Raw -65191.915908 + Penalty 2184.854683 = -63007.061225
  nChanged 2
		SP:Iteration 8Q (150944.300000 sec): 3 clusters
  Score: Raw -65193.010441 + Penalty 2184.854683 = -63008.155758
  nChanged 1
		SP:Iteration 9Q (150944.470000 sec): 3 clusters
  Score: Raw -65193.259214 + Penalty 2184.854683 = -63008.404531
  nChanged 0
		SP:Iteration 10F (150944.650000 sec): 3 clusters
  Score: Raw -65193.259214 + Penalty 2184.854683 = -63008.404531
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 83 (2823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150944.720000 sec): 2 clusters
  Score: Raw -226790.267906 + Penalty 1291.152757 = -225499.115149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150944.900000 sec): 3 clusters
  Score: Raw -225531.665983 + Penalty 2582.305514 = -222949.360468
  nChanged 1064
		SP:Iteration 1F (150945.080000 sec): 3 clusters
  Score: Raw -226192.963447 + Penalty 2582.305514 = -223610.657933
  nChanged 249
		SP:Iteration 2F (150945.250000 sec): 3 clusters
  Score: Raw -226464.317373 + Penalty 2582.305514 = -223882.011858
  nChanged 238
		SP:Iteration 3F (150945.430000 sec): 3 clusters
  Score: Raw -226713.807079 + Penalty 2582.305514 = -224131.501565
  nChanged 213
		SP:Iteration 4F (150945.600000 sec): 3 clusters
  Score: Raw -226923.053124 + Penalty 2582.305514 = -224340.747610
  nChanged 156
		SP:Iteration 5F (150945.780000 sec): 3 clusters
  Score: Raw -227047.556989 + Penalty 2582.305514 = -224465.251475
  nChanged 108
		SP:Iteration 6Q (150945.960000 sec): 3 clusters
  Score: Raw -227122.053770 + Penalty 2582.305514 = -224539.748256
  nChanged 74
		SP:Iteration 7Q (150946.130000 sec): 3 clusters
  Score: Raw -227162.022636 + Penalty 2582.305514 = -224579.717121
  nChanged 48
		SP:Iteration 8Q (150946.310000 sec): 3 clusters
  Score: Raw -227187.348618 + Penalty 2582.305514 = -224605.043104
  nChanged 32
		SP:Iteration 9Q (150946.480000 sec): 3 clusters
  Score: Raw -227203.689409 + Penalty 2582.305514 = -224621.383895
  nChanged 25
		SP:Iteration 10Q (150946.660000 sec): 3 clusters
  Score: Raw -227216.479412 + Penalty 2582.305514 = -224634.173898
  nChanged 26
		SP:Iteration 11Q (150946.840000 sec): 3 clusters
  Score: Raw -227230.659357 + Penalty 2582.305514 = -224648.353843
  nChanged 23
		SP:Iteration 12Q (150947.010000 sec): 3 clusters
  Score: Raw -227241.552311 + Penalty 2582.305514 = -224659.246797
  nChanged 18
		SP:Iteration 13Q (150947.190000 sec): 3 clusters
  Score: Raw -227249.809042 + Penalty 2582.305514 = -224667.503528
  nChanged 18
		SP:Iteration 14Q (150947.360000 sec): 3 clusters
  Score: Raw -227258.816312 + Penalty 2582.305514 = -224676.510798
  nChanged 19
		SP:Iteration 15Q (150947.540000 sec): 3 clusters
  Score: Raw -227269.718505 + Penalty 2582.305514 = -224687.412991
  nChanged 19
		SP:Iteration 16Q (150947.710000 sec): 3 clusters
  Score: Raw -227279.380423 + Penalty 2582.305514 = -224697.074909
  nChanged 23
		SP:Iteration 17Q (150947.890000 sec): 3 clusters
  Score: Raw -227293.886406 + Penalty 2582.305514 = -224711.580892
  nChanged 21
		SP:Iteration 18Q (150948.060000 sec): 3 clusters
  Score: Raw -227302.195730 + Penalty 2582.305514 = -224719.890216
  nChanged 8
		SP:Iteration 19Q (150948.240000 sec): 3 clusters
  Score: Raw -227304.594972 + Penalty 2582.305514 = -224722.289458
  nChanged 8
		SP:Iteration 20F (150948.420000 sec): 3 clusters
  Score: Raw -227308.194831 + Penalty 2582.305514 = -224725.889317
  nChanged 9
		SP:Iteration 21Q (150948.590000 sec): 3 clusters
  Score: Raw -227312.459959 + Penalty 2582.305514 = -224730.154445
  nChanged 5
		SP:Iteration 22Q (150948.770000 sec): 3 clusters
  Score: Raw -227313.693313 + Penalty 2582.305514 = -224731.387799
  nChanged 1
		SP:Iteration 23Q (150948.940000 sec): 3 clusters
  Score: Raw -227313.977702 + Penalty 2582.305514 = -224731.672188
  nChanged 1
		SP:Iteration 24Q (150949.120000 sec): 3 clusters
  Score: Raw -227314.563022 + Penalty 2582.305514 = -224732.257508
  nChanged 1
		SP:Iteration 25Q (150949.300000 sec): 3 clusters
  Score: Raw -227314.814764 + Penalty 2582.305514 = -224732.509250
  nChanged 1
		SP:Iteration 26Q (150949.470000 sec): 3 clusters
  Score: Raw -227315.091695 + Penalty 2582.305514 = -224732.786181
  nChanged 2
		SP:Iteration 27Q (150949.650000 sec): 3 clusters
  Score: Raw -227317.272355 + Penalty 2582.305514 = -224734.966840
  nChanged 5
		SP:Iteration 28Q (150949.820000 sec): 3 clusters
  Score: Raw -227318.918552 + Penalty 2582.305514 = -224736.613038
  nChanged 2
		SP:Iteration 29Q (150950.000000 sec): 3 clusters
  Score: Raw -227319.407515 + Penalty 2582.305514 = -224737.102000
  nChanged 2
		SP:Iteration 30Q (150950.180000 sec): 3 clusters
  Score: Raw -227319.649282 + Penalty 2582.305514 = -224737.343767
  nChanged 0
		SP:Iteration 31F (150950.350000 sec): 3 clusters
  Score: Raw -227319.649282 + Penalty 2582.305514 = -224737.343767
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 84 (2517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150950.430000 sec): 2 clusters
  Score: Raw -207553.626750 + Penalty 1272.508737 = -206281.118014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150950.610000 sec): 3 clusters
  Score: Raw -206454.792548 + Penalty 2545.017473 = -203909.775075
  nChanged 941
		SP:Iteration 1F (150950.780000 sec): 3 clusters
  Score: Raw -207162.273602 + Penalty 2545.017473 = -204617.256128
  nChanged 229
		SP:Iteration 2F (150950.960000 sec): 3 clusters
  Score: Raw -207400.816919 + Penalty 2545.017473 = -204855.799446
  nChanged 171
		SP:Iteration 3F (150951.140000 sec): 3 clusters
  Score: Raw -207575.777930 + Penalty 2545.017473 = -205030.760456
  nChanged 135
		SP:Iteration 4F (150951.310000 sec): 3 clusters
  Score: Raw -207699.218076 + Penalty 2545.017473 = -205154.200603
  nChanged 110
		SP:Iteration 5Q (150951.490000 sec): 3 clusters
  Score: Raw -207815.442131 + Penalty 2545.017473 = -205270.424658
  nChanged 107
		SP:Iteration 6Q (150951.660000 sec): 3 clusters
  Score: Raw -207915.395751 + Penalty 2545.017473 = -205370.378278
  nChanged 74
		SP:Iteration 7Q (150951.810000 sec): 3 clusters
  Score: Raw -207989.878337 + Penalty 2545.017473 = -205444.860864
  nChanged 61
		SP:Iteration 8Q (150951.970000 sec): 3 clusters
  Score: Raw -208040.974202 + Penalty 2545.017473 = -205495.956728
  nChanged 46
		SP:Iteration 9Q (150952.150000 sec): 3 clusters
  Score: Raw -208080.861508 + Penalty 2545.017473 = -205535.844035
  nChanged 43
		SP:Iteration 10Q (150952.320000 sec): 3 clusters
  Score: Raw -208120.761049 + Penalty 2545.017473 = -205575.743575
  nChanged 35
		SP:Iteration 11Q (150952.490000 sec): 3 clusters
  Score: Raw -208145.088845 + Penalty 2545.017473 = -205600.071372
  nChanged 24
		SP:Iteration 12Q (150952.650000 sec): 3 clusters
  Score: Raw -208159.933120 + Penalty 2545.017473 = -205614.915647
  nChanged 20
		SP:Iteration 13Q (150952.820000 sec): 3 clusters
  Score: Raw -208171.195962 + Penalty 2545.017473 = -205626.178489
  nChanged 23
		SP:Iteration 14Q (150952.940000 sec): 3 clusters
  Score: Raw -208183.602492 + Penalty 2545.017473 = -205638.585019
  nChanged 16
		SP:Iteration 15Q (150953.000000 sec): 3 clusters
  Score: Raw -208191.100790 + Penalty 2545.017473 = -205646.083316
  nChanged 12
		SP:Iteration 16Q (150953.050000 sec): 3 clusters
  Score: Raw -208196.822647 + Penalty 2545.017473 = -205651.805173
  nChanged 11
		SP:Iteration 17Q (150953.100000 sec): 3 clusters
  Score: Raw -208201.477673 + Penalty 2545.017473 = -205656.460200
  nChanged 6
		SP:Iteration 18Q (150953.150000 sec): 3 clusters
  Score: Raw -208203.539870 + Penalty 2545.017473 = -205658.522397
  nChanged 5
		SP:Iteration 19Q (150953.200000 sec): 3 clusters
  Score: Raw -208205.195943 + Penalty 2545.017473 = -205660.178469
  nChanged 6
		SP:Iteration 20F (150953.250000 sec): 3 clusters
  Score: Raw -208209.267288 + Penalty 2545.017473 = -205664.249815
  nChanged 7
		SP:Iteration 21Q (150953.300000 sec): 3 clusters
  Score: Raw -208212.430936 + Penalty 2545.017473 = -205667.413463
  nChanged 4
		SP:Iteration 22Q (150953.350000 sec): 3 clusters
  Score: Raw -208214.231418 + Penalty 2545.017473 = -205669.213945
  nChanged 2
		SP:Iteration 23Q (150953.400000 sec): 3 clusters
  Score: Raw -208214.838843 + Penalty 2545.017473 = -205669.821370
  nChanged 4
		SP:Iteration 24Q (150953.450000 sec): 3 clusters
  Score: Raw -208216.212070 + Penalty 2545.017473 = -205671.194596
  nChanged 3
		SP:Iteration 25Q (150953.500000 sec): 3 clusters
  Score: Raw -208217.269730 + Penalty 2545.017473 = -205672.252257
  nChanged 4
		SP:Iteration 26Q (150953.560000 sec): 3 clusters
  Score: Raw -208218.685721 + Penalty 2545.017473 = -205673.668248
  nChanged 5
		SP:Iteration 27Q (150953.610000 sec): 3 clusters
  Score: Raw -208220.984740 + Penalty 2545.017473 = -205675.967266
  nChanged 8
		SP:Iteration 28Q (150953.660000 sec): 3 clusters
  Score: Raw -208224.631542 + Penalty 2545.017473 = -205679.614068
  nChanged 10
		SP:Iteration 29Q (150953.710000 sec): 3 clusters
  Score: Raw -208230.402573 + Penalty 2545.017473 = -205685.385099
  nChanged 7
		SP:Iteration 30Q (150953.760000 sec): 3 clusters
  Score: Raw -208233.445049 + Penalty 2545.017473 = -205688.427575
  nChanged 7
		SP:Iteration 31Q (150953.810000 sec): 3 clusters
  Score: Raw -208236.848620 + Penalty 2545.017473 = -205691.831147
  nChanged 8
		SP:Iteration 32Q (150953.860000 sec): 3 clusters
  Score: Raw -208239.298297 + Penalty 2545.017473 = -205694.280823
  nChanged 2
		SP:Iteration 33Q (150953.910000 sec): 3 clusters
  Score: Raw -208239.694238 + Penalty 2545.017473 = -205694.676764
  nChanged 2
		SP:Iteration 34Q (150953.960000 sec): 3 clusters
  Score: Raw -208240.340726 + Penalty 2545.017473 = -205695.323253
  nChanged 1
		SP:Iteration 35Q (150954.010000 sec): 3 clusters
  Score: Raw -208240.588163 + Penalty 2545.017473 = -205695.570690
  nChanged 3
		SP:Iteration 36Q (150954.060000 sec): 3 clusters
  Score: Raw -208241.498665 + Penalty 2545.017473 = -205696.481192
  nChanged 2
		SP:Iteration 37Q (150954.120000 sec): 3 clusters
  Score: Raw -208241.840266 + Penalty 2545.017473 = -205696.822792
  nChanged 1
		SP:Iteration 38Q (150954.160000 sec): 3 clusters
  Score: Raw -208241.997813 + Penalty 2545.017473 = -205696.980340
  nChanged 1
		SP:Iteration 39Q (150954.220000 sec): 3 clusters
  Score: Raw -208242.215429 + Penalty 2545.017473 = -205697.197956
  nChanged 0
		SP:Iteration 40F (150954.270000 sec): 3 clusters
  Score: Raw -208242.215429 + Penalty 2545.017473 = -205697.197956
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 85 (7218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150954.380000 sec): 2 clusters
  Score: Raw -696914.112197 + Penalty 1443.704143 = -695470.408055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150954.580000 sec): 3 clusters
  Score: Raw -692990.909861 + Penalty 2887.408285 = -690103.501576
  nChanged 2999
		SP:Iteration 1F (150954.790000 sec): 3 clusters
  Score: Raw -694729.001053 + Penalty 2887.408285 = -691841.592768
  nChanged 550
		SP:Iteration 2F (150954.990000 sec): 3 clusters
  Score: Raw -695056.547196 + Penalty 2887.408285 = -692169.138911
  nChanged 429
		SP:Iteration 3F (150955.190000 sec): 3 clusters
  Score: Raw -695312.306450 + Penalty 2887.408285 = -692424.898164
  nChanged 351
		SP:Iteration 4Q (150955.390000 sec): 3 clusters
  Score: Raw -695521.872099 + Penalty 2887.408285 = -692634.463814
  nChanged 342
		SP:Iteration 5Q (150955.590000 sec): 3 clusters
  Score: Raw -695725.892828 + Penalty 2887.408285 = -692838.484542
  nChanged 345
		SP:Iteration 6Q (150955.840000 sec): 3 clusters
  Score: Raw -695963.794839 + Penalty 2887.408285 = -693076.386554
  nChanged 331
		SP:Iteration 7Q (150956.000000 sec): 3 clusters
  Score: Raw -696203.862310 + Penalty 2887.408285 = -693316.454025
  nChanged 315
		SP:Iteration 8Q (150956.210000 sec): 3 clusters
  Score: Raw -696469.721072 + Penalty 2887.408285 = -693582.312787
  nChanged 302
		SP:Iteration 9Q (150956.420000 sec): 3 clusters
  Score: Raw -696701.801236 + Penalty 2887.408285 = -693814.392951
  nChanged 233
		SP:Iteration 10Q (150956.630000 sec): 3 clusters
  Score: Raw -696891.971043 + Penalty 2887.408285 = -694004.562758
  nChanged 235
		SP:Iteration 11Q (150956.830000 sec): 3 clusters
  Score: Raw -697082.042341 + Penalty 2887.408285 = -694194.634056
  nChanged 225
		SP:Iteration 12Q (150957.030000 sec): 3 clusters
  Score: Raw -697247.133537 + Penalty 2887.408285 = -694359.725252
  nChanged 188
		SP:Iteration 13Q (150957.240000 sec): 3 clusters
  Score: Raw -697410.628252 + Penalty 2887.408285 = -694523.219967
  nChanged 163
		SP:Iteration 14Q (150957.440000 sec): 3 clusters
  Score: Raw -697540.939868 + Penalty 2887.408285 = -694653.531583
  nChanged 147
		SP:Iteration 15Q (150957.640000 sec): 3 clusters
  Score: Raw -697628.890469 + Penalty 2887.408285 = -694741.482183
  nChanged 106
		SP:Iteration 16Q (150957.840000 sec): 3 clusters
  Score: Raw -697683.835136 + Penalty 2887.408285 = -694796.426851
  nChanged 74
		SP:Iteration 17Q (150958.050000 sec): 3 clusters
  Score: Raw -697718.139653 + Penalty 2887.408285 = -694830.731368
  nChanged 64
		SP:Iteration 18Q (150958.250000 sec): 3 clusters
  Score: Raw -697745.732362 + Penalty 2887.408285 = -694858.324077
  nChanged 57
		SP:Iteration 19Q (150958.450000 sec): 3 clusters
  Score: Raw -697772.981512 + Penalty 2887.408285 = -694885.573227
  nChanged 47
		SP:Iteration 20F (150958.650000 sec): 3 clusters
  Score: Raw -697788.721750 + Penalty 2887.408285 = -694901.313465
  nChanged 37
		SP:Iteration 21Q (150958.860000 sec): 3 clusters
  Score: Raw -697802.037867 + Penalty 2887.408285 = -694914.629582
  nChanged 30
		SP:Iteration 22Q (150959.060000 sec): 3 clusters
  Score: Raw -697810.610411 + Penalty 2887.408285 = -694923.202125
  nChanged 17
		SP:Iteration 23Q (150959.260000 sec): 3 clusters
  Score: Raw -697815.006033 + Penalty 2887.408285 = -694927.597748
  nChanged 12
		SP:Iteration 24Q (150959.460000 sec): 3 clusters
  Score: Raw -697818.095038 + Penalty 2887.408285 = -694930.686752
  nChanged 11
		SP:Iteration 25Q (150959.660000 sec): 3 clusters
  Score: Raw -697820.829359 + Penalty 2887.408285 = -694933.421074
  nChanged 11
		SP:Iteration 26Q (150959.870000 sec): 3 clusters
  Score: Raw -697823.776597 + Penalty 2887.408285 = -694936.368312
  nChanged 10
		SP:Iteration 27Q (150960.060000 sec): 3 clusters
  Score: Raw -697826.105608 + Penalty 2887.408285 = -694938.697323
  nChanged 12
		SP:Iteration 28Q (150960.260000 sec): 3 clusters
  Score: Raw -697829.151491 + Penalty 2887.408285 = -694941.743206
  nChanged 10
		SP:Iteration 29Q (150960.460000 sec): 3 clusters
  Score: Raw -697831.637787 + Penalty 2887.408285 = -694944.229502
  nChanged 7
		SP:Iteration 30Q (150960.660000 sec): 3 clusters
  Score: Raw -697833.438276 + Penalty 2887.408285 = -694946.029991
  nChanged 10
		SP:Iteration 31Q (150960.870000 sec): 3 clusters
  Score: Raw -697836.521659 + Penalty 2887.408285 = -694949.113374
  nChanged 9
		SP:Iteration 32Q (150961.070000 sec): 3 clusters
  Score: Raw -697838.968242 + Penalty 2887.408285 = -694951.559957
  nChanged 11
		SP:Iteration 33Q (150961.270000 sec): 3 clusters
  Score: Raw -697841.474846 + Penalty 2887.408285 = -694954.066561
  nChanged 12
		SP:Iteration 34Q (150961.470000 sec): 3 clusters
  Score: Raw -697844.822234 + Penalty 2887.408285 = -694957.413949
  nChanged 13
		SP:Iteration 35Q (150961.670000 sec): 3 clusters
  Score: Raw -697848.121715 + Penalty 2887.408285 = -694960.713429
  nChanged 9
		SP:Iteration 36Q (150961.880000 sec): 3 clusters
  Score: Raw -697849.664730 + Penalty 2887.408285 = -694962.256445
  nChanged 5
		SP:Iteration 37Q (150962.080000 sec): 3 clusters
  Score: Raw -697850.936539 + Penalty 2887.408285 = -694963.528254
  nChanged 5
		SP:Iteration 38Q (150962.280000 sec): 3 clusters
  Score: Raw -697851.902266 + Penalty 2887.408285 = -694964.493981
  nChanged 4
		SP:Iteration 39Q (150962.480000 sec): 3 clusters
  Score: Raw -697852.705111 + Penalty 2887.408285 = -694965.296826
  nChanged 2
		SP:Iteration 40F (150962.720000 sec): 3 clusters
  Score: Raw -697853.118230 + Penalty 2887.408285 = -694965.709945
  nChanged 3
		SP:Iteration 41Q (150962.920000 sec): 3 clusters
  Score: Raw -697853.632905 + Penalty 2887.408285 = -694966.224620
  nChanged 0
		SP:Iteration 42F (150963.130000 sec): 3 clusters
  Score: Raw -697853.632905 + Penalty 2887.408285 = -694966.224620
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 86 (4394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150963.200000 sec): 2 clusters
  Score: Raw -366384.190337 + Penalty 1363.049229 = -365021.141108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150963.290000 sec): 3 clusters
  Score: Raw -364194.334297 + Penalty 2726.098457 = -361468.235839
  nChanged 1808
		SP:Iteration 1F (150963.380000 sec): 3 clusters
  Score: Raw -365702.023086 + Penalty 2726.098457 = -362975.924629
  nChanged 508
		SP:Iteration 2F (150963.460000 sec): 3 clusters
  Score: Raw -366213.652431 + Penalty 2726.098457 = -363487.553974
  nChanged 372
		SP:Iteration 3F (150963.540000 sec): 3 clusters
  Score: Raw -366523.086112 + Penalty 2726.098457 = -363796.987655
  nChanged 246
		SP:Iteration 4F (150963.620000 sec): 3 clusters
  Score: Raw -366701.941312 + Penalty 2726.098457 = -363975.842855
  nChanged 164
		SP:Iteration 5Q (150963.710000 sec): 3 clusters
  Score: Raw -366814.685732 + Penalty 2726.098457 = -364088.587275
  nChanged 135
		SP:Iteration 6Q (150963.790000 sec): 3 clusters
  Score: Raw -366886.296804 + Penalty 2726.098457 = -364160.198347
  nChanged 100
		SP:Iteration 7Q (150963.870000 sec): 3 clusters
  Score: Raw -366942.869868 + Penalty 2726.098457 = -364216.771411
  nChanged 85
		SP:Iteration 8Q (150963.960000 sec): 3 clusters
  Score: Raw -366990.567329 + Penalty 2726.098457 = -364264.468872
  nChanged 70
		SP:Iteration 9Q (150964.040000 sec): 3 clusters
  Score: Raw -367024.060332 + Penalty 2726.098457 = -364297.961875
  nChanged 56
		SP:Iteration 10Q (150964.120000 sec): 3 clusters
  Score: Raw -367046.216785 + Penalty 2726.098457 = -364320.118328
  nChanged 51
		SP:Iteration 11Q (150964.200000 sec): 3 clusters
  Score: Raw -367064.874051 + Penalty 2726.098457 = -364338.775593
  nChanged 43
		SP:Iteration 12Q (150964.290000 sec): 3 clusters
  Score: Raw -367081.185009 + Penalty 2726.098457 = -364355.086552
  nChanged 35
		SP:Iteration 13Q (150964.370000 sec): 3 clusters
  Score: Raw -367094.285718 + Penalty 2726.098457 = -364368.187261
  nChanged 29
		SP:Iteration 14Q (150964.460000 sec): 3 clusters
  Score: Raw -367104.842778 + Penalty 2726.098457 = -364378.744321
  nChanged 20
		SP:Iteration 15Q (150964.540000 sec): 3 clusters
  Score: Raw -367111.893643 + Penalty 2726.098457 = -364385.795186
  nChanged 16
		SP:Iteration 16Q (150964.660000 sec): 3 clusters
  Score: Raw -367117.610766 + Penalty 2726.098457 = -364391.512309
  nChanged 15
		SP:Iteration 17Q (150964.830000 sec): 3 clusters
  Score: Raw -367123.952654 + Penalty 2726.098457 = -364397.854196
  nChanged 9
		SP:Iteration 18Q (150965.000000 sec): 3 clusters
  Score: Raw -367127.275286 + Penalty 2726.098457 = -364401.176828
  nChanged 18
		SP:Iteration 19Q (150965.180000 sec): 3 clusters
  Score: Raw -367133.142025 + Penalty 2726.098457 = -364407.043568
  nChanged 16
		SP:Iteration 20F (150965.360000 sec): 3 clusters
  Score: Raw -367137.372817 + Penalty 2726.098457 = -364411.274360
  nChanged 8
		SP:Iteration 21Q (150965.530000 sec): 3 clusters
  Score: Raw -367138.804434 + Penalty 2726.098457 = -364412.705976
  nChanged 3
		SP:Iteration 22Q (150965.710000 sec): 3 clusters
  Score: Raw -367139.278513 + Penalty 2726.098457 = -364413.180056
  nChanged 1
		SP:Iteration 23Q (150965.880000 sec): 3 clusters
  Score: Raw -367139.355676 + Penalty 2726.098457 = -364413.257218
  nChanged 2
		SP:Iteration 24Q (150966.060000 sec): 3 clusters
  Score: Raw -367139.572819 + Penalty 2726.098457 = -364413.474362
  nChanged 0
		SP:Iteration 25F (150966.240000 sec): 3 clusters
  Score: Raw -367139.572819 + Penalty 2726.098457 = -364413.474362
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 87 (2221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150966.310000 sec): 2 clusters
  Score: Raw -181920.014349 + Penalty 1252.178334 = -180667.836016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150966.490000 sec): 3 clusters
  Score: Raw -180969.200543 + Penalty 2504.356668 = -178464.843875
  nChanged 808
		SP:Iteration 1F (150966.660000 sec): 3 clusters
  Score: Raw -181644.307695 + Penalty 2504.356668 = -179139.951028
  nChanged 223
		SP:Iteration 2F (150966.830000 sec): 3 clusters
  Score: Raw -181889.781827 + Penalty 2504.356668 = -179385.425159
  nChanged 151
		SP:Iteration 3F (150967.000000 sec): 3 clusters
  Score: Raw -182046.120054 + Penalty 2504.356668 = -179541.763386
  nChanged 101
		SP:Iteration 4Q (150967.160000 sec): 3 clusters
  Score: Raw -182142.393701 + Penalty 2504.356668 = -179638.037033
  nChanged 70
		SP:Iteration 5Q (150967.320000 sec): 3 clusters
  Score: Raw -182219.283618 + Penalty 2504.356668 = -179714.926950
  nChanged 93
		SP:Iteration 6Q (150967.480000 sec): 3 clusters
  Score: Raw -182330.313642 + Penalty 2504.356668 = -179825.956974
  nChanged 85
		SP:Iteration 7Q (150967.690000 sec): 3 clusters
  Score: Raw -182421.820584 + Penalty 2504.356668 = -179917.463917
  nChanged 85
		SP:Iteration 8Q (150967.800000 sec): 3 clusters
  Score: Raw -182504.595618 + Penalty 2504.356668 = -180000.238951
  nChanged 87
		SP:Iteration 9Q (150967.980000 sec): 3 clusters
  Score: Raw -182584.145626 + Penalty 2504.356668 = -180079.788958
  nChanged 77
		SP:Iteration 10Q (150968.080000 sec): 3 clusters
  Score: Raw -182654.294854 + Penalty 2504.356668 = -180149.938186
  nChanged 71
		SP:Iteration 11Q (150968.120000 sec): 3 clusters
  Score: Raw -182711.016517 + Penalty 2504.356668 = -180206.659849
  nChanged 56
		SP:Iteration 12Q (150968.160000 sec): 3 clusters
  Score: Raw -182751.139488 + Penalty 2504.356668 = -180246.782821
  nChanged 32
		SP:Iteration 13Q (150968.200000 sec): 3 clusters
  Score: Raw -182772.391665 + Penalty 2504.356668 = -180268.034997
  nChanged 22
		SP:Iteration 14Q (150968.240000 sec): 3 clusters
  Score: Raw -182787.216175 + Penalty 2504.356668 = -180282.859507
  nChanged 20
		SP:Iteration 15Q (150968.290000 sec): 3 clusters
  Score: Raw -182798.872478 + Penalty 2504.356668 = -180294.515810
  nChanged 17
		SP:Iteration 16Q (150968.330000 sec): 3 clusters
  Score: Raw -182806.863401 + Penalty 2504.356668 = -180302.506733
  nChanged 6
		SP:Iteration 17Q (150968.370000 sec): 3 clusters
  Score: Raw -182809.422932 + Penalty 2504.356668 = -180305.066265
  nChanged 6
		SP:Iteration 18Q (150968.410000 sec): 3 clusters
  Score: Raw -182811.775183 + Penalty 2504.356668 = -180307.418515
  nChanged 5
		SP:Iteration 19Q (150968.450000 sec): 3 clusters
  Score: Raw -182814.226640 + Penalty 2504.356668 = -180309.869972
  nChanged 5
		SP:Iteration 20F (150968.490000 sec): 3 clusters
  Score: Raw -182816.611674 + Penalty 2504.356668 = -180312.255006
  nChanged 6
		SP:Iteration 21Q (150968.540000 sec): 3 clusters
  Score: Raw -182818.240010 + Penalty 2504.356668 = -180313.883342
  nChanged 1
		SP:Iteration 22Q (150968.580000 sec): 3 clusters
  Score: Raw -182818.454402 + Penalty 2504.356668 = -180314.097734
  nChanged 2
		SP:Iteration 23Q (150968.620000 sec): 3 clusters
  Score: Raw -182818.908774 + Penalty 2504.356668 = -180314.552106
  nChanged 2
		SP:Iteration 24Q (150968.660000 sec): 3 clusters
  Score: Raw -182819.506422 + Penalty 2504.356668 = -180315.149754
  nChanged 1
		SP:Iteration 25Q (150968.700000 sec): 3 clusters
  Score: Raw -182819.895228 + Penalty 2504.356668 = -180315.538561
  nChanged 0
		SP:Iteration 26F (150968.740000 sec): 3 clusters
  Score: Raw -182819.895228 + Penalty 2504.356668 = -180315.538561
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 88 (6574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150968.850000 sec): 2 clusters
  Score: Raw -566705.624440 + Penalty 1428.517635 = -565277.106805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150969.080000 sec): 3 clusters
  Score: Raw -563145.243720 + Penalty 2857.035270 = -560288.208450
  nChanged 2778
		SP:Iteration 1F (150969.280000 sec): 3 clusters
  Score: Raw -564746.077204 + Penalty 2857.035270 = -561889.041933
  nChanged 521
		SP:Iteration 2F (150969.440000 sec): 3 clusters
  Score: Raw -565031.261057 + Penalty 2857.035270 = -562174.225787
  nChanged 397
		SP:Iteration 3F (150969.610000 sec): 3 clusters
  Score: Raw -565275.578774 + Penalty 2857.035270 = -562418.543503
  nChanged 381
		SP:Iteration 4F (150969.820000 sec): 3 clusters
  Score: Raw -565506.768246 + Penalty 2857.035270 = -562649.732975
  nChanged 327
		SP:Iteration 5Q (150970.020000 sec): 3 clusters
  Score: Raw -565714.677068 + Penalty 2857.035270 = -562857.641798
  nChanged 324
		SP:Iteration 6Q (150970.240000 sec): 3 clusters
  Score: Raw -565971.097215 + Penalty 2857.035270 = -563114.061945
  nChanged 312
		SP:Iteration 7Q (150970.410000 sec): 3 clusters
  Score: Raw -566195.658719 + Penalty 2857.035270 = -563338.623449
  nChanged 280
		SP:Iteration 8Q (150970.610000 sec): 3 clusters
  Score: Raw -566403.756502 + Penalty 2857.035270 = -563546.721232
  nChanged 260
		SP:Iteration 9Q (150970.710000 sec): 3 clusters
  Score: Raw -566603.260919 + Penalty 2857.035270 = -563746.225649
  nChanged 246
		SP:Iteration 10Q (150970.910000 sec): 3 clusters
  Score: Raw -566757.395902 + Penalty 2857.035270 = -563900.360632
  nChanged 201
		SP:Iteration 11Q (150971.020000 sec): 3 clusters
  Score: Raw -566862.765567 + Penalty 2857.035270 = -564005.730297
  nChanged 181
		SP:Iteration 12Q (150971.200000 sec): 3 clusters
  Score: Raw -566938.506793 + Penalty 2857.035270 = -564081.471523
  nChanged 134
		SP:Iteration 13Q (150971.420000 sec): 3 clusters
  Score: Raw -566990.405999 + Penalty 2857.035270 = -564133.370729
  nChanged 110
		SP:Iteration 14Q (150971.530000 sec): 3 clusters
  Score: Raw -567029.168536 + Penalty 2857.035270 = -564172.133266
  nChanged 102
		SP:Iteration 15Q (150971.720000 sec): 3 clusters
  Score: Raw -567063.363022 + Penalty 2857.035270 = -564206.327751
  nChanged 86
		SP:Iteration 16Q (150971.890000 sec): 3 clusters
  Score: Raw -567094.705334 + Penalty 2857.035270 = -564237.670064
  nChanged 79
		SP:Iteration 17Q (150972.100000 sec): 3 clusters
  Score: Raw -567120.519236 + Penalty 2857.035270 = -564263.483966
  nChanged 71
		SP:Iteration 18Q (150972.260000 sec): 3 clusters
  Score: Raw -567141.936082 + Penalty 2857.035270 = -564284.900812
  nChanged 59
		SP:Iteration 19Q (150972.420000 sec): 3 clusters
  Score: Raw -567161.201696 + Penalty 2857.035270 = -564304.166426
  nChanged 51
		SP:Iteration 20F (150972.580000 sec): 3 clusters
  Score: Raw -567174.110604 + Penalty 2857.035270 = -564317.075334
  nChanged 41
		SP:Iteration 21Q (150972.750000 sec): 3 clusters
  Score: Raw -567183.710438 + Penalty 2857.035270 = -564326.675167
  nChanged 37
		SP:Iteration 22Q (150972.960000 sec): 3 clusters
  Score: Raw -567193.940710 + Penalty 2857.035270 = -564336.905440
  nChanged 35
		SP:Iteration 23Q (150973.100000 sec): 3 clusters
  Score: Raw -567201.465458 + Penalty 2857.035270 = -564344.430188
  nChanged 28
		SP:Iteration 24Q (150973.200000 sec): 3 clusters
  Score: Raw -567207.487601 + Penalty 2857.035270 = -564350.452331
  nChanged 21
		SP:Iteration 25Q (150973.310000 sec): 3 clusters
  Score: Raw -567211.297144 + Penalty 2857.035270 = -564354.261874
  nChanged 19
		SP:Iteration 26Q (150973.410000 sec): 3 clusters
  Score: Raw -567215.419038 + Penalty 2857.035270 = -564358.383768
  nChanged 17
		SP:Iteration 27Q (150973.520000 sec): 3 clusters
  Score: Raw -567219.632247 + Penalty 2857.035270 = -564362.596977
  nChanged 21
		SP:Iteration 28Q (150973.740000 sec): 3 clusters
  Score: Raw -567223.499828 + Penalty 2857.035270 = -564366.464558
  nChanged 18
		SP:Iteration 29Q (150973.900000 sec): 3 clusters
  Score: Raw -567227.437238 + Penalty 2857.035270 = -564370.401968
  nChanged 20
		SP:Iteration 30Q (150973.980000 sec): 3 clusters
  Score: Raw -567232.472195 + Penalty 2857.035270 = -564375.436925
  nChanged 13
		SP:Iteration 31Q (150974.180000 sec): 3 clusters
  Score: Raw -567235.074154 + Penalty 2857.035270 = -564378.038884
  nChanged 13
		SP:Iteration 32Q (150974.380000 sec): 3 clusters
  Score: Raw -567237.962895 + Penalty 2857.035270 = -564380.927625
  nChanged 17
		SP:Iteration 33Q (150974.590000 sec): 3 clusters
  Score: Raw -567241.295133 + Penalty 2857.035270 = -564384.259863
  nChanged 13
		SP:Iteration 34Q (150974.790000 sec): 3 clusters
  Score: Raw -567245.227633 + Penalty 2857.035270 = -564388.192363
  nChanged 15
		SP:Iteration 35Q (150974.960000 sec): 3 clusters
  Score: Raw -567248.509679 + Penalty 2857.035270 = -564391.474409
  nChanged 14
		SP:Iteration 36Q (150975.120000 sec): 3 clusters
  Score: Raw -567251.571925 + Penalty 2857.035270 = -564394.536655
  nChanged 8
		SP:Iteration 37Q (150975.220000 sec): 3 clusters
  Score: Raw -567253.997998 + Penalty 2857.035270 = -564396.962728
  nChanged 9
		SP:Iteration 38Q (150975.420000 sec): 3 clusters
  Score: Raw -567256.767299 + Penalty 2857.035270 = -564399.732029
  nChanged 16
		SP:Iteration 39Q (150975.560000 sec): 3 clusters
  Score: Raw -567261.233330 + Penalty 2857.035270 = -564404.198059
  nChanged 21
		SP:Iteration 40F (150975.680000 sec): 3 clusters
  Score: Raw -567265.823051 + Penalty 2857.035270 = -564408.787781
  nChanged 13
		SP:Iteration 41Q (150975.780000 sec): 3 clusters
  Score: Raw -567268.866513 + Penalty 2857.035270 = -564411.831243
  nChanged 8
		SP:Iteration 42Q (150975.960000 sec): 3 clusters
  Score: Raw -567271.287550 + Penalty 2857.035270 = -564414.252280
  nChanged 10
		SP:Iteration 43Q (150976.120000 sec): 3 clusters
  Score: Raw -567273.578948 + Penalty 2857.035270 = -564416.543678
  nChanged 9
		SP:Iteration 44Q (150976.280000 sec): 3 clusters
  Score: Raw -567275.017153 + Penalty 2857.035270 = -564417.981883
  nChanged 8
		SP:Iteration 45Q (150976.440000 sec): 3 clusters
  Score: Raw -567276.180385 + Penalty 2857.035270 = -564419.145114
  nChanged 9
		SP:Iteration 46Q (150976.540000 sec): 3 clusters
  Score: Raw -567277.983012 + Penalty 2857.035270 = -564420.947741
  nChanged 12
		SP:Iteration 47Q (150976.740000 sec): 3 clusters
  Score: Raw -567280.447760 + Penalty 2857.035270 = -564423.412490
  nChanged 13
		SP:Iteration 48Q (150976.950000 sec): 3 clusters
  Score: Raw -567283.375677 + Penalty 2857.035270 = -564426.340407
  nChanged 13
		SP:Iteration 49Q (150977.020000 sec): 3 clusters
  Score: Raw -567286.611446 + Penalty 2857.035270 = -564429.576176
  nChanged 13
		SP:Iteration 50Q (150977.120000 sec): 3 clusters
  Score: Raw -567289.916206 + Penalty 2857.035270 = -564432.880936
  nChanged 15
		SP:Iteration 51Q (150977.240000 sec): 3 clusters
  Score: Raw -567292.827141 + Penalty 2857.035270 = -564435.791871
  nChanged 12
		SP:Iteration 52Q (150977.430000 sec): 3 clusters
  Score: Raw -567294.315255 + Penalty 2857.035270 = -564437.279985
  nChanged 9
		SP:Iteration 53Q (150977.540000 sec): 3 clusters
  Score: Raw -567295.408510 + Penalty 2857.035270 = -564438.373240
  nChanged 4
		SP:Iteration 54Q (150977.740000 sec): 3 clusters
  Score: Raw -567297.007166 + Penalty 2857.035270 = -564439.971896
  nChanged 10
		SP:Iteration 55Q (150977.940000 sec): 3 clusters
  Score: Raw -567298.824006 + Penalty 2857.035270 = -564441.788736
  nChanged 9
		SP:Iteration 56Q (150978.050000 sec): 3 clusters
  Score: Raw -567300.967271 + Penalty 2857.035270 = -564443.932001
  nChanged 10
		SP:Iteration 57Q (150978.160000 sec): 3 clusters
  Score: Raw -567302.582338 + Penalty 2857.035270 = -564445.547068
  nChanged 10
		SP:Iteration 58Q (150978.260000 sec): 3 clusters
  Score: Raw -567306.434748 + Penalty 2857.035270 = -564449.399478
  nChanged 18
		SP:Iteration 59Q (150978.360000 sec): 3 clusters
  Score: Raw -567311.277293 + Penalty 2857.035270 = -564454.242023
  nChanged 10
		SP:Iteration 60F (150978.460000 sec): 3 clusters
  Score: Raw -567314.754090 + Penalty 2857.035270 = -564457.718820
  nChanged 12
		SP:Iteration 61Q (150978.560000 sec): 3 clusters
  Score: Raw -567317.877783 + Penalty 2857.035270 = -564460.842513
  nChanged 16
		SP:Iteration 62Q (150978.660000 sec): 3 clusters
  Score: Raw -567322.827069 + Penalty 2857.035270 = -564465.791799
  nChanged 18
		SP:Iteration 63Q (150978.760000 sec): 3 clusters
  Score: Raw -567326.938954 + Penalty 2857.035270 = -564469.903684
  nChanged 9
		SP:Iteration 64Q (150978.860000 sec): 3 clusters
  Score: Raw -567329.102968 + Penalty 2857.035270 = -564472.067698
  nChanged 10
		SP:Iteration 65Q (150979.060000 sec): 3 clusters
  Score: Raw -567331.815429 + Penalty 2857.035270 = -564474.780159
  nChanged 9
		SP:Iteration 66Q (150979.270000 sec): 3 clusters
  Score: Raw -567334.717110 + Penalty 2857.035270 = -564477.681839
  nChanged 15
		SP:Iteration 67Q (150979.420000 sec): 3 clusters
  Score: Raw -567337.932532 + Penalty 2857.035270 = -564480.897262
  nChanged 14
		SP:Iteration 68Q (150979.620000 sec): 3 clusters
  Score: Raw -567343.020475 + Penalty 2857.035270 = -564485.985205
  nChanged 16
		SP:Iteration 69Q (150979.790000 sec): 3 clusters
  Score: Raw -567348.873422 + Penalty 2857.035270 = -564491.838152
  nChanged 16
		SP:Iteration 70Q (150979.990000 sec): 3 clusters
  Score: Raw -567352.760910 + Penalty 2857.035270 = -564495.725640
  nChanged 16
		SP:Iteration 71Q (150980.160000 sec): 3 clusters
  Score: Raw -567355.367174 + Penalty 2857.035270 = -564498.331904
  nChanged 8
		SP:Iteration 72Q (150980.320000 sec): 3 clusters
  Score: Raw -567357.300305 + Penalty 2857.035270 = -564500.265035
  nChanged 8
		SP:Iteration 73Q (150980.480000 sec): 3 clusters
  Score: Raw -567359.485545 + Penalty 2857.035270 = -564502.450275
  nChanged 6
		SP:Iteration 74Q (150980.650000 sec): 3 clusters
  Score: Raw -567361.994012 + Penalty 2857.035270 = -564504.958742
  nChanged 11
		SP:Iteration 75Q (150980.810000 sec): 3 clusters
  Score: Raw -567364.965209 + Penalty 2857.035270 = -564507.929939
  nChanged 10
		SP:Iteration 76Q (150980.980000 sec): 3 clusters
  Score: Raw -567366.667019 + Penalty 2857.035270 = -564509.631749
  nChanged 11
		SP:Iteration 77Q (150981.140000 sec): 3 clusters
  Score: Raw -567369.925192 + Penalty 2857.035270 = -564512.889922
  nChanged 9
		SP:Iteration 78Q (150981.300000 sec): 3 clusters
  Score: Raw -567371.481571 + Penalty 2857.035270 = -564514.446300
  nChanged 6
		SP:Iteration 79Q (150981.470000 sec): 3 clusters
  Score: Raw -567372.213418 + Penalty 2857.035270 = -564515.178148
  nChanged 5
		SP:Iteration 80F (150981.630000 sec): 3 clusters
  Score: Raw -567372.904590 + Penalty 2857.035270 = -564515.869320
  nChanged 3
		SP:Iteration 81Q (150981.800000 sec): 3 clusters
  Score: Raw -567373.255166 + Penalty 2857.035270 = -564516.219896
  nChanged 2
		SP:Iteration 82Q (150981.960000 sec): 3 clusters
  Score: Raw -567373.518508 + Penalty 2857.035270 = -564516.483238
  nChanged 1
		SP:Iteration 83Q (150982.120000 sec): 3 clusters
  Score: Raw -567373.696750 + Penalty 2857.035270 = -564516.661479
  nChanged 0
		SP:Iteration 84F (150982.280000 sec): 3 clusters
  Score: Raw -567373.696750 + Penalty 2857.035270 = -564516.661479
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 89 (9998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (150982.390000 sec): 2 clusters
  Score: Raw -914907.125400 + Penalty 1496.647807 = -913410.477593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (150982.630000 sec): 3 clusters
  Score: Raw -909205.409872 + Penalty 2993.295614 = -906212.114258
  nChanged 4423
		SP:Iteration 1F (150982.900000 sec): 3 clusters
  Score: Raw -911787.107354 + Penalty 2993.295614 = -908793.811740
  nChanged 857
		SP:Iteration 2F (150983.130000 sec): 3 clusters
  Score: Raw -912437.992864 + Penalty 2993.295614 = -909444.697249
  nChanged 861
		SP:Iteration 3F (150983.360000 sec): 3 clusters
  Score: Raw -913110.210952 + Penalty 2993.295614 = -910116.915337
  nChanged 737
		SP:Iteration 4F (150983.580000 sec): 3 clusters
  Score: Raw -913619.269660 + Penalty 2993.295614 = -910625.974045
  nChanged 575
		SP:Iteration 5F (150983.810000 sec): 3 clusters
  Score: Raw -913953.947953 + Penalty 2993.295614 = -910960.652338
  nChanged 409
		SP:Iteration 6Q (150984.040000 sec): 3 clusters
  Score: Raw -914166.083683 + Penalty 2993.295614 = -911172.788068
  nChanged 305
		SP:Iteration 7Q (150984.260000 sec): 3 clusters
  Score: Raw -914299.261130 + Penalty 2993.295614 = -911305.965515
  nChanged 193
		SP:Iteration 8Q (150984.490000 sec): 3 clusters
  Score: Raw -914369.383250 + Penalty 2993.295614 = -911376.087636
  nChanged 160
		SP:Iteration 9Q (150984.720000 sec): 3 clusters
  Score: Raw -914419.738053 + Penalty 2993.295614 = -911426.442439
  nChanged 111
		SP:Iteration 10Q (150984.940000 sec): 3 clusters
  Score: Raw -914449.352154 + Penalty 2993.295614 = -911456.056540
  nChanged 74
		SP:Iteration 11Q (150985.170000 sec): 3 clusters
  Score: Raw -914473.331423 + Penalty 2993.295614 = -911480.035808
  nChanged 92
		SP:Iteration 12Q (150985.400000 sec): 3 clusters
  Score: Raw -914507.472314 + Penalty 2993.295614 = -911514.176699
  nChanged 102
		SP:Iteration 13Q (150985.620000 sec): 3 clusters
  Score: Raw -914543.484042 + Penalty 2993.295614 = -911550.188428
  nChanged 89
		SP:Iteration 14Q (150985.780000 sec): 3 clusters
  Score: Raw -914570.929247 + Penalty 2993.295614 = -911577.633632
  nChanged 72
		SP:Iteration 15Q (150986.040000 sec): 3 clusters
  Score: Raw -914592.253444 + Penalty 2993.295614 = -911598.957830
  nChanged 54
		SP:Iteration 16Q (150986.300000 sec): 3 clusters
  Score: Raw -914605.272206 + Penalty 2993.295614 = -911611.976592
  nChanged 43
		SP:Iteration 17Q (150986.530000 sec): 3 clusters
  Score: Raw -914616.151967 + Penalty 2993.295614 = -911622.856353
  nChanged 43
		SP:Iteration 18Q (150986.750000 sec): 3 clusters
  Score: Raw -914625.862093 + Penalty 2993.295614 = -911632.566479
  nChanged 40
		SP:Iteration 19Q (150986.980000 sec): 3 clusters
  Score: Raw -914634.837426 + Penalty 2993.295614 = -911641.541811
  nChanged 32
		SP:Iteration 20F (150987.210000 sec): 3 clusters
  Score: Raw -914643.516306 + Penalty 2993.295614 = -911650.220692
  nChanged 31
		SP:Iteration 21Q (150987.430000 sec): 3 clusters
  Score: Raw -914651.489870 + Penalty 2993.295614 = -911658.194256
  nChanged 29
		SP:Iteration 22Q (150987.660000 sec): 3 clusters
  Score: Raw -914658.772978 + Penalty 2993.295614 = -911665.477364
  nChanged 37
		SP:Iteration 23Q (150987.880000 sec): 3 clusters
  Score: Raw -914669.348515 + Penalty 2993.295614 = -911676.052901
  nChanged 46
		SP:Iteration 24Q (150988.110000 sec): 3 clusters
  Score: Raw -914680.442455 + Penalty 2993.295614 = -911687.146841
  nChanged 36
		SP:Iteration 25Q (150988.340000 sec): 3 clusters
  Score: Raw -914693.146068 + Penalty 2993.295614 = -911699.850454
  nChanged 51
		SP:Iteration 26Q (150988.570000 sec): 3 clusters
  Score: Raw -914709.280454 + Penalty 2993.295614 = -911715.984840
  nChanged 44
		SP:Iteration 27Q (150988.800000 sec): 3 clusters
  Score: Raw -914724.175622 + Penalty 2993.295614 = -911730.880008
  nChanged 39
		SP:Iteration 28Q (150989.020000 sec): 3 clusters
  Score: Raw -914738.433138 + Penalty 2993.295614 = -911745.137524
  nChanged 45
		SP:Iteration 29Q (150989.250000 sec): 3 clusters
  Score: Raw -914752.332632 + Penalty 2993.295614 = -911759.037017
  nChanged 39
		SP:Iteration 30Q (150989.480000 sec): 3 clusters
  Score: Raw -914764.042572 + Penalty 2993.295614 = -911770.746958
  nChanged 36
		SP:Iteration 31Q (150989.710000 sec): 3 clusters
  Score: Raw -914774.812859 + Penalty 2993.295614 = -911781.517245
  nChanged 33
		SP:Iteration 32Q (150989.940000 sec): 3 clusters
  Score: Raw -914784.691260 + Penalty 2993.295614 = -911791.395645
  nChanged 42
		SP:Iteration 33Q (150990.160000 sec): 3 clusters
  Score: Raw -914800.186777 + Penalty 2993.295614 = -911806.891163
  nChanged 45
		SP:Iteration 34Q (150990.390000 sec): 3 clusters
  Score: Raw -914817.103208 + Penalty 2993.295614 = -911823.807593
  nChanged 46
		SP:Iteration 35Q (150990.620000 sec): 3 clusters
  Score: Raw -914833.612086 + Penalty 2993.295614 = -911840.316472
  nChanged 41
		SP:Iteration 36Q (150990.850000 sec): 3 clusters
  Score: Raw -914850.614692 + Penalty 2993.295614 = -911857.319077
  nChanged 34
		SP:Iteration 37Q (150991.080000 sec): 3 clusters
  Score: Raw -914863.575195 + Penalty 2993.295614 = -911870.279581
  nChanged 38
		SP:Iteration 38Q (150991.300000 sec): 3 clusters
  Score: Raw -914878.888353 + Penalty 2993.295614 = -911885.592738
  nChanged 32
		SP:Iteration 39Q (150991.530000 sec): 3 clusters
  Score: Raw -914892.923957 + Penalty 2993.295614 = -911899.628343
  nChanged 32
		SP:Iteration 40F (150991.760000 sec): 3 clusters
  Score: Raw -914905.264350 + Penalty 2993.295614 = -911911.968736
  nChanged 37
		SP:Iteration 41Q (150991.990000 sec): 3 clusters
  Score: Raw -914917.314382 + Penalty 2993.295614 = -911924.018767
  nChanged 27
		SP:Iteration 42Q (150992.220000 sec): 3 clusters
  Score: Raw -914929.871659 + Penalty 2993.295614 = -911936.576045
  nChanged 30
		SP:Iteration 43Q (150992.450000 sec): 3 clusters
  Score: Raw -914941.780588 + Penalty 2993.295614 = -911948.484974
  nChanged 28
		SP:Iteration 44Q (150992.680000 sec): 3 clusters
  Score: Raw -914951.304477 + Penalty 2993.295614 = -911958.008863
  nChanged 29
		SP:Iteration 45Q (150992.910000 sec): 3 clusters
  Score: Raw -914966.639838 + Penalty 2993.295614 = -911973.344224
  nChanged 32
		SP:Iteration 46Q (150993.130000 sec): 3 clusters
  Score: Raw -914982.244230 + Penalty 2993.295614 = -911988.948616
  nChanged 28
		SP:Iteration 47Q (150993.360000 sec): 3 clusters
  Score: Raw -914992.300763 + Penalty 2993.295614 = -911999.005149
  nChanged 20
		SP:Iteration 48Q (150993.590000 sec): 3 clusters
  Score: Raw -914999.429098 + Penalty 2993.295614 = -912006.133483
  nChanged 23
		SP:Iteration 49Q (150993.820000 sec): 3 clusters
  Score: Raw -915008.230337 + Penalty 2993.295614 = -912014.934722
  nChanged 19
		SP:Iteration 50Q (150994.050000 sec): 3 clusters
  Score: Raw -915017.212001 + Penalty 2993.295614 = -912023.916386
  nChanged 21
		SP:Iteration 51Q (150994.280000 sec): 3 clusters
  Score: Raw -915026.990767 + Penalty 2993.295614 = -912033.695152
  nChanged 17
		SP:Iteration 52Q (150994.510000 sec): 3 clusters
  Score: Raw -915034.905967 + Penalty 2993.295614 = -912041.610353
  nChanged 13
		SP:Iteration 53Q (150994.730000 sec): 3 clusters
  Score: Raw -915039.093826 + Penalty 2993.295614 = -912045.798211
  nChanged 9
		SP:Iteration 54Q (150995.000000 sec): 3 clusters
  Score: Raw -915041.746635 + Penalty 2993.295614 = -912048.451021
  nChanged 11
		SP:Iteration 55Q (150995.240000 sec): 3 clusters
  Score: Raw -915046.013353 + Penalty 2993.295614 = -912052.717738
  nChanged 7
		SP:Iteration 56Q (150995.510000 sec): 3 clusters
  Score: Raw -915048.422372 + Penalty 2993.295614 = -912055.126757
  nChanged 6
		SP:Iteration 57Q (150995.730000 sec): 3 clusters
  Score: Raw -915049.671400 + Penalty 2993.295614 = -912056.375786
  nChanged 7
		SP:Iteration 58Q (150995.960000 sec): 3 clusters
  Score: Raw -915053.589467 + Penalty 2993.295614 = -912060.293853
  nChanged 9
		SP:Iteration 59Q (150996.180000 sec): 3 clusters
  Score: Raw -915057.248183 + Penalty 2993.295614 = -912063.952569
  nChanged 9
		SP:Iteration 60F (150996.400000 sec): 3 clusters
  Score: Raw -915060.175886 + Penalty 2993.295614 = -912066.880271
  nChanged 11
		SP:Iteration 61Q (150996.630000 sec): 3 clusters
  Score: Raw -915066.481833 + Penalty 2993.295614 = -912073.186219
  nChanged 7
		SP:Iteration 62Q (150996.850000 sec): 3 clusters
  Score: Raw -915069.724062 + Penalty 2993.295614 = -912076.428448
  nChanged 6
		SP:Iteration 63Q (150997.080000 sec): 3 clusters
  Score: Raw -915073.595581 + Penalty 2993.295614 = -912080.299967
  nChanged 12
		SP:Iteration 64Q (150997.300000 sec): 3 clusters
  Score: Raw -915081.723980 + Penalty 2993.295614 = -912088.428365
  nChanged 15
		SP:Iteration 65Q (150997.520000 sec): 3 clusters
  Score: Raw -915089.616431 + Penalty 2993.295614 = -912096.320817
  nChanged 14
		SP:Iteration 66Q (150997.750000 sec): 3 clusters
  Score: Raw -915095.914679 + Penalty 2993.295614 = -912102.619064
  nChanged 10
		SP:Iteration 67Q (150997.970000 sec): 3 clusters
  Score: Raw -915100.482403 + Penalty 2993.295614 = -912107.186789
  nChanged 12
		SP:Iteration 68Q (150998.200000 sec): 3 clusters
  Score: Raw -915105.951365 + Penalty 2993.295614 = -912112.655751
  nChanged 16
		SP:Iteration 69Q (150998.420000 sec): 3 clusters
  Score: Raw -915113.339053 + Penalty 2993.295614 = -912120.043439
  nChanged 13
		SP:Iteration 70Q (150998.640000 sec): 3 clusters
  Score: Raw -915119.521072 + Penalty 2993.295614 = -912126.225458
  nChanged 7
		SP:Iteration 71Q (150998.870000 sec): 3 clusters
  Score: Raw -915122.464240 + Penalty 2993.295614 = -912129.168626
  nChanged 5
		SP:Iteration 72Q (150999.090000 sec): 3 clusters
  Score: Raw -915124.486078 + Penalty 2993.295614 = -912131.190464
  nChanged 5
		SP:Iteration 73Q (150999.320000 sec): 3 clusters
  Score: Raw -915127.628672 + Penalty 2993.295614 = -912134.333057
  nChanged 5
		SP:Iteration 74Q (150999.540000 sec): 3 clusters
  Score: Raw -915130.798857 + Penalty 2993.295614 = -912137.503242
  nChanged 9
		SP:Iteration 75Q (150999.760000 sec): 3 clusters
  Score: Raw -915134.632668 + Penalty 2993.295614 = -912141.337054
  nChanged 9
		SP:Iteration 76Q (150999.990000 sec): 3 clusters
  Score: Raw -915140.679204 + Penalty 2993.295614 = -912147.383590
  nChanged 9
		SP:Iteration 77Q (151000.210000 sec): 3 clusters
  Score: Raw -915145.079130 + Penalty 2993.295614 = -912151.783516
  nChanged 5
		SP:Iteration 78Q (151000.440000 sec): 3 clusters
  Score: Raw -915147.371098 + Penalty 2993.295614 = -912154.075484
  nChanged 8
		SP:Iteration 79Q (151000.660000 sec): 3 clusters
  Score: Raw -915150.539774 + Penalty 2993.295614 = -912157.244160
  nChanged 6
		SP:Iteration 80F (151000.880000 sec): 3 clusters
  Score: Raw -915153.047897 + Penalty 2993.295614 = -912159.752283
  nChanged 3
		SP:Iteration 81Q (151001.110000 sec): 3 clusters
  Score: Raw -915153.556688 + Penalty 2993.295614 = -912160.261073
  nChanged 2
		SP:Iteration 82Q (151001.340000 sec): 3 clusters
  Score: Raw -915154.243277 + Penalty 2993.295614 = -912160.947663
  nChanged 1
		SP:Iteration 83Q (151001.560000 sec): 3 clusters
  Score: Raw -915154.591238 + Penalty 2993.295614 = -912161.295623
  nChanged 0
		SP:Iteration 84F (151001.830000 sec): 3 clusters
  Score: Raw -915154.591238 + Penalty 2993.295614 = -912161.295623
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 90 (471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151001.900000 sec): 2 clusters
  Score: Raw -31982.370146 + Penalty 1000.164440 = -30982.205706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151002.080000 sec): 3 clusters
  Score: Raw -31974.385303 + Penalty 2000.328881 = -29974.056423
  nChanged 107
		SP:Iteration 1F (151002.250000 sec): 3 clusters
  Score: Raw -32132.769541 + Penalty 2000.328881 = -30132.440660
  nChanged 37
		SP:Iteration 2F (151002.430000 sec): 3 clusters
  Score: Raw -32200.072057 + Penalty 2000.328881 = -30199.743176
  nChanged 22
		SP:Iteration 3Q (151002.600000 sec): 3 clusters
  Score: Raw -32258.052725 + Penalty 2000.328881 = -30257.723844
  nChanged 24
		SP:Iteration 4F (151002.780000 sec): 3 clusters
  Score: Raw -32357.482171 + Penalty 2000.328881 = -30357.153290
  nChanged 16
		SP:Iteration 5Q (151002.960000 sec): 3 clusters
  Score: Raw -32393.850693 + Penalty 2000.328881 = -30393.521812
  nChanged 10
		SP:Iteration 6Q (151003.130000 sec): 3 clusters
  Score: Raw -32411.627259 + Penalty 2000.328881 = -30411.298379
  nChanged 5
		SP:Iteration 7Q (151003.310000 sec): 3 clusters
  Score: Raw -32426.348305 + Penalty 2000.328881 = -30426.019424
  nChanged 6
		SP:Iteration 8Q (151003.480000 sec): 3 clusters
  Score: Raw -32444.518548 + Penalty 2000.328881 = -30444.189668
  nChanged 9
		SP:Iteration 9Q (151003.660000 sec): 3 clusters
  Score: Raw -32461.896931 + Penalty 2000.328881 = -30461.568051
  nChanged 7
		SP:Iteration 10Q (151003.840000 sec): 3 clusters
  Score: Raw -32482.348557 + Penalty 2000.328881 = -30482.019676
  nChanged 6
		SP:Iteration 11Q (151004.010000 sec): 3 clusters
  Score: Raw -32492.587567 + Penalty 2000.328881 = -30492.258687
  nChanged 2
		SP:Iteration 12Q (151004.180000 sec): 3 clusters
  Score: Raw -32496.669013 + Penalty 2000.328881 = -30496.340132
  nChanged 4
		SP:Iteration 13Q (151004.360000 sec): 3 clusters
  Score: Raw -32506.136330 + Penalty 2000.328881 = -30505.807450
  nChanged 1
		SP:Iteration 14Q (151004.540000 sec): 3 clusters
  Score: Raw -32508.690249 + Penalty 2000.328881 = -30508.361369
  nChanged 1
		SP:Iteration 15Q (151004.710000 sec): 3 clusters
  Score: Raw -32509.689351 + Penalty 2000.328881 = -30509.360470
  nChanged 1
		SP:Iteration 16Q (151004.890000 sec): 3 clusters
  Score: Raw -32513.211719 + Penalty 2000.328881 = -30512.882838
  nChanged 1
		SP:Iteration 17Q (151005.060000 sec): 3 clusters
  Score: Raw -32513.642025 + Penalty 2000.328881 = -30513.313145
  nChanged 0
		SP:Iteration 18F (151005.240000 sec): 3 clusters
  Score: Raw -32513.642025 + Penalty 2000.328881 = -30513.313145
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 91 (4315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151005.340000 sec): 2 clusters
  Score: Raw -343937.539738 + Penalty 1360.101048 = -342577.438690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151005.510000 sec): 3 clusters
  Score: Raw -341822.224124 + Penalty 2720.202096 = -339102.022028
  nChanged 1713
		SP:Iteration 1F (151005.680000 sec): 3 clusters
  Score: Raw -343057.919916 + Penalty 2720.202096 = -340337.717820
  nChanged 414
		SP:Iteration 2F (151005.860000 sec): 3 clusters
  Score: Raw -343423.090637 + Penalty 2720.202096 = -340702.888540
  nChanged 335
		SP:Iteration 3F (151006.030000 sec): 3 clusters
  Score: Raw -343681.587328 + Penalty 2720.202096 = -340961.385232
  nChanged 234
		SP:Iteration 4F (151006.210000 sec): 3 clusters
  Score: Raw -343840.649726 + Penalty 2720.202096 = -341120.447630
  nChanged 185
		SP:Iteration 5Q (151006.380000 sec): 3 clusters
  Score: Raw -343950.495068 + Penalty 2720.202096 = -341230.292972
  nChanged 132
		SP:Iteration 6Q (151006.540000 sec): 3 clusters
  Score: Raw -344042.293646 + Penalty 2720.202096 = -341322.091550
  nChanged 129
		SP:Iteration 7Q (151006.620000 sec): 3 clusters
  Score: Raw -344112.240042 + Penalty 2720.202096 = -341392.037946
  nChanged 84
		SP:Iteration 8Q (151006.710000 sec): 3 clusters
  Score: Raw -344150.968999 + Penalty 2720.202096 = -341430.766903
  nChanged 74
		SP:Iteration 9Q (151006.790000 sec): 3 clusters
  Score: Raw -344195.789364 + Penalty 2720.202096 = -341475.587268
  nChanged 82
		SP:Iteration 10Q (151006.880000 sec): 3 clusters
  Score: Raw -344244.726769 + Penalty 2720.202096 = -341524.524673
  nChanged 71
		SP:Iteration 11Q (151006.960000 sec): 3 clusters
  Score: Raw -344275.826429 + Penalty 2720.202096 = -341555.624332
  nChanged 58
		SP:Iteration 12Q (151007.050000 sec): 3 clusters
  Score: Raw -344300.413722 + Penalty 2720.202096 = -341580.211626
  nChanged 47
		SP:Iteration 13Q (151007.130000 sec): 3 clusters
  Score: Raw -344321.527957 + Penalty 2720.202096 = -341601.325861
  nChanged 53
		SP:Iteration 14Q (151007.220000 sec): 3 clusters
  Score: Raw -344348.876336 + Penalty 2720.202096 = -341628.674240
  nChanged 53
		SP:Iteration 15Q (151007.300000 sec): 3 clusters
  Score: Raw -344370.396090 + Penalty 2720.202096 = -341650.193994
  nChanged 49
		SP:Iteration 16Q (151007.380000 sec): 3 clusters
  Score: Raw -344391.354286 + Penalty 2720.202096 = -341671.152190
  nChanged 47
		SP:Iteration 17Q (151007.470000 sec): 3 clusters
  Score: Raw -344406.002091 + Penalty 2720.202096 = -341685.799995
  nChanged 33
		SP:Iteration 18Q (151007.560000 sec): 3 clusters
  Score: Raw -344416.096131 + Penalty 2720.202096 = -341695.894035
  nChanged 33
		SP:Iteration 19Q (151007.640000 sec): 3 clusters
  Score: Raw -344428.498277 + Penalty 2720.202096 = -341708.296181
  nChanged 27
		SP:Iteration 20F (151007.770000 sec): 3 clusters
  Score: Raw -344438.567190 + Penalty 2720.202096 = -341718.365094
  nChanged 22
		SP:Iteration 21Q (151007.860000 sec): 3 clusters
  Score: Raw -344443.938675 + Penalty 2720.202096 = -341723.736579
  nChanged 16
		SP:Iteration 22Q (151007.940000 sec): 3 clusters
  Score: Raw -344448.864741 + Penalty 2720.202096 = -341728.662645
  nChanged 14
		SP:Iteration 23Q (151008.030000 sec): 3 clusters
  Score: Raw -344453.110339 + Penalty 2720.202096 = -341732.908243
  nChanged 9
		SP:Iteration 24Q (151008.110000 sec): 3 clusters
  Score: Raw -344455.265501 + Penalty 2720.202096 = -341735.063405
  nChanged 8
		SP:Iteration 25Q (151008.200000 sec): 3 clusters
  Score: Raw -344456.721849 + Penalty 2720.202096 = -341736.519752
  nChanged 2
		SP:Iteration 26Q (151008.280000 sec): 3 clusters
  Score: Raw -344457.081285 + Penalty 2720.202096 = -341736.879188
  nChanged 0
		SP:Iteration 27F (151008.370000 sec): 3 clusters
  Score: Raw -344457.081285 + Penalty 2720.202096 = -341736.879188
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 92 (4823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151008.450000 sec): 2 clusters
  Score: Raw -356403.034670 + Penalty 1378.187106 = -355024.847564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151008.540000 sec): 3 clusters
  Score: Raw -353888.450904 + Penalty 2756.374212 = -351132.076692
  nChanged 1968
		SP:Iteration 1F (151008.640000 sec): 3 clusters
  Score: Raw -355106.991023 + Penalty 2756.374212 = -352350.616811
  nChanged 442
		SP:Iteration 2F (151008.730000 sec): 3 clusters
  Score: Raw -355409.911166 + Penalty 2756.374212 = -352653.536955
  nChanged 336
		SP:Iteration 3F (151008.820000 sec): 3 clusters
  Score: Raw -355650.507432 + Penalty 2756.374212 = -352894.133220
  nChanged 283
		SP:Iteration 4F (151008.920000 sec): 3 clusters
  Score: Raw -355844.935198 + Penalty 2756.374212 = -353088.560987
  nChanged 256
		SP:Iteration 5F (151009.010000 sec): 3 clusters
  Score: Raw -355989.251508 + Penalty 2756.374212 = -353232.877296
  nChanged 185
		SP:Iteration 6Q (151009.110000 sec): 3 clusters
  Score: Raw -356100.001889 + Penalty 2756.374212 = -353343.627678
  nChanged 171
		SP:Iteration 7Q (151009.200000 sec): 3 clusters
  Score: Raw -356190.021593 + Penalty 2756.374212 = -353433.647381
  nChanged 136
		SP:Iteration 8Q (151009.290000 sec): 3 clusters
  Score: Raw -356245.978022 + Penalty 2756.374212 = -353489.603810
  nChanged 89
		SP:Iteration 9Q (151009.390000 sec): 3 clusters
  Score: Raw -356282.760174 + Penalty 2756.374212 = -353526.385962
  nChanged 84
		SP:Iteration 10Q (151009.480000 sec): 3 clusters
  Score: Raw -356315.026662 + Penalty 2756.374212 = -353558.652450
  nChanged 80
		SP:Iteration 11Q (151009.580000 sec): 3 clusters
  Score: Raw -356338.317150 + Penalty 2756.374212 = -353581.942938
  nChanged 50
		SP:Iteration 12Q (151009.670000 sec): 3 clusters
  Score: Raw -356356.051893 + Penalty 2756.374212 = -353599.677681
  nChanged 46
		SP:Iteration 13Q (151009.760000 sec): 3 clusters
  Score: Raw -356367.764722 + Penalty 2756.374212 = -353611.390510
  nChanged 40
		SP:Iteration 14Q (151009.860000 sec): 3 clusters
  Score: Raw -356382.317428 + Penalty 2756.374212 = -353625.943216
  nChanged 48
		SP:Iteration 15Q (151009.950000 sec): 3 clusters
  Score: Raw -356400.527523 + Penalty 2756.374212 = -353644.153311
  nChanged 55
		SP:Iteration 16Q (151010.040000 sec): 3 clusters
  Score: Raw -356418.769392 + Penalty 2756.374212 = -353662.395181
  nChanged 41
		SP:Iteration 17Q (151010.140000 sec): 3 clusters
  Score: Raw -356431.264340 + Penalty 2756.374212 = -353674.890128
  nChanged 36
		SP:Iteration 18Q (151010.230000 sec): 3 clusters
  Score: Raw -356443.683518 + Penalty 2756.374212 = -353687.309306
  nChanged 29
		SP:Iteration 19Q (151010.320000 sec): 3 clusters
  Score: Raw -356452.577548 + Penalty 2756.374212 = -353696.203336
  nChanged 28
		SP:Iteration 20F (151010.410000 sec): 3 clusters
  Score: Raw -356461.159279 + Penalty 2756.374212 = -353704.785067
  nChanged 26
		SP:Iteration 21Q (151010.500000 sec): 3 clusters
  Score: Raw -356468.902615 + Penalty 2756.374212 = -353712.528403
  nChanged 26
		SP:Iteration 22Q (151010.600000 sec): 3 clusters
  Score: Raw -356473.714929 + Penalty 2756.374212 = -353717.340717
  nChanged 20
		SP:Iteration 23Q (151010.690000 sec): 3 clusters
  Score: Raw -356479.684346 + Penalty 2756.374212 = -353723.310135
  nChanged 17
		SP:Iteration 24Q (151010.780000 sec): 3 clusters
  Score: Raw -356483.521706 + Penalty 2756.374212 = -353727.147494
  nChanged 16
		SP:Iteration 25Q (151010.880000 sec): 3 clusters
  Score: Raw -356487.719543 + Penalty 2756.374212 = -353731.345332
  nChanged 16
		SP:Iteration 26Q (151010.970000 sec): 3 clusters
  Score: Raw -356492.958397 + Penalty 2756.374212 = -353736.584185
  nChanged 19
		SP:Iteration 27Q (151011.060000 sec): 3 clusters
  Score: Raw -356498.802347 + Penalty 2756.374212 = -353742.428135
  nChanged 16
		SP:Iteration 28Q (151011.160000 sec): 3 clusters
  Score: Raw -356502.261683 + Penalty 2756.374212 = -353745.887471
  nChanged 12
		SP:Iteration 29Q (151011.250000 sec): 3 clusters
  Score: Raw -356505.001456 + Penalty 2756.374212 = -353748.627244
  nChanged 7
		SP:Iteration 30Q (151011.340000 sec): 3 clusters
  Score: Raw -356507.078562 + Penalty 2756.374212 = -353750.704350
  nChanged 9
		SP:Iteration 31Q (151011.430000 sec): 3 clusters
  Score: Raw -356509.599341 + Penalty 2756.374212 = -353753.225129
  nChanged 7
		SP:Iteration 32Q (151011.530000 sec): 3 clusters
  Score: Raw -356510.903050 + Penalty 2756.374212 = -353754.528839
  nChanged 6
		SP:Iteration 33Q (151011.620000 sec): 3 clusters
  Score: Raw -356512.014663 + Penalty 2756.374212 = -353755.640452
  nChanged 3
		SP:Iteration 34Q (151011.710000 sec): 3 clusters
  Score: Raw -356512.360935 + Penalty 2756.374212 = -353755.986723
  nChanged 2
		SP:Iteration 35Q (151011.810000 sec): 3 clusters
  Score: Raw -356512.750683 + Penalty 2756.374212 = -353756.376472
  nChanged 3
		SP:Iteration 36Q (151011.900000 sec): 3 clusters
  Score: Raw -356513.293756 + Penalty 2756.374212 = -353756.919544
  nChanged 2
		SP:Iteration 37Q (151011.990000 sec): 3 clusters
  Score: Raw -356513.547568 + Penalty 2756.374212 = -353757.173356
  nChanged 1
		SP:Iteration 38Q (151012.090000 sec): 3 clusters
  Score: Raw -356513.655620 + Penalty 2756.374212 = -353757.281409
  nChanged 1
		SP:Iteration 39Q (151012.180000 sec): 3 clusters
  Score: Raw -356513.849716 + Penalty 2756.374212 = -353757.475505
  nChanged 1
		SP:Iteration 40F (151012.280000 sec): 3 clusters
  Score: Raw -356513.915935 + Penalty 2756.374212 = -353757.541723
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 93 (2534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151012.340000 sec): 2 clusters
  Score: Raw -194275.484933 + Penalty 1273.602584 = -193001.882350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151012.380000 sec): 3 clusters
  Score: Raw -193183.219355 + Penalty 2547.205167 = -190636.014188
  nChanged 901
		SP:Iteration 1F (151012.430000 sec): 3 clusters
  Score: Raw -193782.018017 + Penalty 2547.205167 = -191234.812849
  nChanged 203
		SP:Iteration 2F (151012.480000 sec): 3 clusters
  Score: Raw -193941.990083 + Penalty 2547.205167 = -191394.784916
  nChanged 128
		SP:Iteration 3F (151012.530000 sec): 3 clusters
  Score: Raw -194050.219820 + Penalty 2547.205167 = -191503.014653
  nChanged 122
		SP:Iteration 4Q (151012.580000 sec): 3 clusters
  Score: Raw -194159.859159 + Penalty 2547.205167 = -191612.653992
  nChanged 107
		SP:Iteration 5Q (151012.630000 sec): 3 clusters
  Score: Raw -194253.872321 + Penalty 2547.205167 = -191706.667154
  nChanged 100
		SP:Iteration 6Q (151012.680000 sec): 3 clusters
  Score: Raw -194345.959606 + Penalty 2547.205167 = -191798.754439
  nChanged 93
		SP:Iteration 7Q (151012.720000 sec): 3 clusters
  Score: Raw -194434.951930 + Penalty 2547.205167 = -191887.746763
  nChanged 89
		SP:Iteration 8Q (151012.780000 sec): 3 clusters
  Score: Raw -194509.243557 + Penalty 2547.205167 = -191962.038390
  nChanged 70
		SP:Iteration 9Q (151012.820000 sec): 3 clusters
  Score: Raw -194570.489633 + Penalty 2547.205167 = -192023.284466
  nChanged 66
		SP:Iteration 10Q (151012.870000 sec): 3 clusters
  Score: Raw -194633.631028 + Penalty 2547.205167 = -192086.425860
  nChanged 78
		SP:Iteration 11Q (151012.920000 sec): 3 clusters
  Score: Raw -194685.792404 + Penalty 2547.205167 = -192138.587237
  nChanged 44
		SP:Iteration 12Q (151012.970000 sec): 3 clusters
  Score: Raw -194714.069196 + Penalty 2547.205167 = -192166.864029
  nChanged 34
		SP:Iteration 13Q (151013.020000 sec): 3 clusters
  Score: Raw -194738.308857 + Penalty 2547.205167 = -192191.103690
  nChanged 28
		SP:Iteration 14Q (151013.070000 sec): 3 clusters
  Score: Raw -194756.007830 + Penalty 2547.205167 = -192208.802662
  nChanged 36
		SP:Iteration 15Q (151013.120000 sec): 3 clusters
  Score: Raw -194778.639647 + Penalty 2547.205167 = -192231.434479
  nChanged 39
		SP:Iteration 16Q (151013.160000 sec): 3 clusters
  Score: Raw -194804.341702 + Penalty 2547.205167 = -192257.136535
  nChanged 24
		SP:Iteration 17Q (151013.210000 sec): 3 clusters
  Score: Raw -194818.521460 + Penalty 2547.205167 = -192271.316292
  nChanged 18
		SP:Iteration 18Q (151013.260000 sec): 3 clusters
  Score: Raw -194828.864649 + Penalty 2547.205167 = -192281.659481
  nChanged 14
		SP:Iteration 19Q (151013.310000 sec): 3 clusters
  Score: Raw -194835.568194 + Penalty 2547.205167 = -192288.363027
  nChanged 14
		SP:Iteration 20F (151013.360000 sec): 3 clusters
  Score: Raw -194843.233094 + Penalty 2547.205167 = -192296.027927
  nChanged 16
		SP:Iteration 21Q (151013.410000 sec): 3 clusters
  Score: Raw -194853.411078 + Penalty 2547.205167 = -192306.205911
  nChanged 18
		SP:Iteration 22Q (151013.460000 sec): 3 clusters
  Score: Raw -194862.596291 + Penalty 2547.205167 = -192315.391124
  nChanged 12
		SP:Iteration 23Q (151013.500000 sec): 3 clusters
  Score: Raw -194871.187389 + Penalty 2547.205167 = -192323.982222
  nChanged 18
		SP:Iteration 24Q (151013.550000 sec): 3 clusters
  Score: Raw -194884.442152 + Penalty 2547.205167 = -192337.236984
  nChanged 23
		SP:Iteration 25Q (151013.600000 sec): 3 clusters
  Score: Raw -194901.876889 + Penalty 2547.205167 = -192354.671722
  nChanged 24
		SP:Iteration 26Q (151013.650000 sec): 3 clusters
  Score: Raw -194921.499061 + Penalty 2547.205167 = -192374.293894
  nChanged 27
		SP:Iteration 27Q (151013.700000 sec): 3 clusters
  Score: Raw -194941.469208 + Penalty 2547.205167 = -192394.264041
  nChanged 32
		SP:Iteration 28Q (151013.740000 sec): 3 clusters
  Score: Raw -194962.843240 + Penalty 2547.205167 = -192415.638073
  nChanged 25
		SP:Iteration 29Q (151013.790000 sec): 3 clusters
  Score: Raw -194978.761079 + Penalty 2547.205167 = -192431.555912
  nChanged 31
		SP:Iteration 30Q (151013.840000 sec): 3 clusters
  Score: Raw -194993.580425 + Penalty 2547.205167 = -192446.375258
  nChanged 16
		SP:Iteration 31Q (151013.890000 sec): 3 clusters
  Score: Raw -194999.848701 + Penalty 2547.205167 = -192452.643534
  nChanged 11
		SP:Iteration 32Q (151013.940000 sec): 3 clusters
  Score: Raw -195004.639712 + Penalty 2547.205167 = -192457.434544
  nChanged 10
		SP:Iteration 33Q (151013.990000 sec): 3 clusters
  Score: Raw -195009.660879 + Penalty 2547.205167 = -192462.455712
  nChanged 7
		SP:Iteration 34Q (151014.040000 sec): 3 clusters
  Score: Raw -195012.425187 + Penalty 2547.205167 = -192465.220020
  nChanged 3
		SP:Iteration 35Q (151014.080000 sec): 3 clusters
  Score: Raw -195013.523655 + Penalty 2547.205167 = -192466.318488
  nChanged 2
		SP:Iteration 36Q (151014.130000 sec): 3 clusters
  Score: Raw -195014.236669 + Penalty 2547.205167 = -192467.031502
  nChanged 1
		SP:Iteration 37Q (151014.180000 sec): 3 clusters
  Score: Raw -195014.745769 + Penalty 2547.205167 = -192467.540601
  nChanged 1
		SP:Iteration 38Q (151014.230000 sec): 3 clusters
  Score: Raw -195015.021112 + Penalty 2547.205167 = -192467.815945
  nChanged 0
		SP:Iteration 39F (151014.290000 sec): 3 clusters
  Score: Raw -195015.021112 + Penalty 2547.205167 = -192467.815945
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 94 (9038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151014.390000 sec): 2 clusters
  Score: Raw -693158.161848 + Penalty 1480.243893 = -691677.917955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151014.540000 sec): 3 clusters
  Score: Raw -688107.590913 + Penalty 2960.487787 = -685147.103126
  nChanged 3849
		SP:Iteration 1F (151014.750000 sec): 3 clusters
  Score: Raw -690399.545045 + Penalty 2960.487787 = -687439.057258
  nChanged 767
		SP:Iteration 2F (151014.930000 sec): 3 clusters
  Score: Raw -690928.979648 + Penalty 2960.487787 = -687968.491861
  nChanged 626
		SP:Iteration 3F (151015.130000 sec): 3 clusters
  Score: Raw -691356.359361 + Penalty 2960.487787 = -688395.871574
  nChanged 545
		SP:Iteration 4F (151015.310000 sec): 3 clusters
  Score: Raw -691722.274999 + Penalty 2960.487787 = -688761.787212
  nChanged 501
		SP:Iteration 5F (151015.510000 sec): 3 clusters
  Score: Raw -692026.990575 + Penalty 2960.487787 = -689066.502788
  nChanged 395
		SP:Iteration 6Q (151015.650000 sec): 3 clusters
  Score: Raw -692243.930346 + Penalty 2960.487787 = -689283.442559
  nChanged 324
		SP:Iteration 7Q (151015.780000 sec): 3 clusters
  Score: Raw -692415.952278 + Penalty 2960.487787 = -689455.464491
  nChanged 296
		SP:Iteration 8Q (151015.910000 sec): 3 clusters
  Score: Raw -692579.158077 + Penalty 2960.487787 = -689618.670291
  nChanged 254
		SP:Iteration 9Q (151016.050000 sec): 3 clusters
  Score: Raw -692711.276959 + Penalty 2960.487787 = -689750.789172
  nChanged 228
		SP:Iteration 10Q (151016.280000 sec): 3 clusters
  Score: Raw -692826.768617 + Penalty 2960.487787 = -689866.280830
  nChanged 181
		SP:Iteration 11Q (151016.470000 sec): 3 clusters
  Score: Raw -692926.219608 + Penalty 2960.487787 = -689965.731822
  nChanged 186
		SP:Iteration 12Q (151016.660000 sec): 3 clusters
  Score: Raw -693013.465487 + Penalty 2960.487787 = -690052.977700
  nChanged 159
		SP:Iteration 13Q (151016.850000 sec): 3 clusters
  Score: Raw -693082.139129 + Penalty 2960.487787 = -690121.651342
  nChanged 133
		SP:Iteration 14Q (151017.050000 sec): 3 clusters
  Score: Raw -693139.273458 + Penalty 2960.487787 = -690178.785671
  nChanged 110
		SP:Iteration 15Q (151017.230000 sec): 3 clusters
  Score: Raw -693185.325662 + Penalty 2960.487787 = -690224.837875
  nChanged 106
		SP:Iteration 16Q (151017.430000 sec): 3 clusters
  Score: Raw -693228.333556 + Penalty 2960.487787 = -690267.845770
  nChanged 99
		SP:Iteration 17Q (151017.620000 sec): 3 clusters
  Score: Raw -693267.657196 + Penalty 2960.487787 = -690307.169409
  nChanged 78
		SP:Iteration 18Q (151017.810000 sec): 3 clusters
  Score: Raw -693291.756316 + Penalty 2960.487787 = -690331.268529
  nChanged 55
		SP:Iteration 19Q (151018.010000 sec): 3 clusters
  Score: Raw -693311.261098 + Penalty 2960.487787 = -690350.773312
  nChanged 54
		SP:Iteration 20F (151018.250000 sec): 3 clusters
  Score: Raw -693328.810873 + Penalty 2960.487787 = -690368.323086
  nChanged 45
		SP:Iteration 21Q (151018.440000 sec): 3 clusters
  Score: Raw -693342.689460 + Penalty 2960.487787 = -690382.201673
  nChanged 42
		SP:Iteration 22Q (151018.630000 sec): 3 clusters
  Score: Raw -693355.921146 + Penalty 2960.487787 = -690395.433360
  nChanged 38
		SP:Iteration 23Q (151018.820000 sec): 3 clusters
  Score: Raw -693367.718024 + Penalty 2960.487787 = -690407.230238
  nChanged 41
		SP:Iteration 24Q (151019.020000 sec): 3 clusters
  Score: Raw -693378.804523 + Penalty 2960.487787 = -690418.316736
  nChanged 36
		SP:Iteration 25Q (151019.210000 sec): 3 clusters
  Score: Raw -693390.869666 + Penalty 2960.487787 = -690430.381879
  nChanged 36
		SP:Iteration 26Q (151019.400000 sec): 3 clusters
  Score: Raw -693399.675009 + Penalty 2960.487787 = -690439.187222
  nChanged 26
		SP:Iteration 27Q (151019.590000 sec): 3 clusters
  Score: Raw -693405.493786 + Penalty 2960.487787 = -690445.005999
  nChanged 21
		SP:Iteration 28Q (151019.780000 sec): 3 clusters
  Score: Raw -693411.392990 + Penalty 2960.487787 = -690450.905204
  nChanged 27
		SP:Iteration 29Q (151019.970000 sec): 3 clusters
  Score: Raw -693421.041549 + Penalty 2960.487787 = -690460.553762
  nChanged 26
		SP:Iteration 30Q (151020.160000 sec): 3 clusters
  Score: Raw -693429.105249 + Penalty 2960.487787 = -690468.617462
  nChanged 24
		SP:Iteration 31Q (151020.370000 sec): 3 clusters
  Score: Raw -693438.509538 + Penalty 2960.487787 = -690478.021752
  nChanged 31
		SP:Iteration 32Q (151020.560000 sec): 3 clusters
  Score: Raw -693452.110049 + Penalty 2960.487787 = -690491.622262
  nChanged 36
		SP:Iteration 33Q (151020.750000 sec): 3 clusters
  Score: Raw -693465.413971 + Penalty 2960.487787 = -690504.926184
  nChanged 30
		SP:Iteration 34Q (151020.940000 sec): 3 clusters
  Score: Raw -693474.636394 + Penalty 2960.487787 = -690514.148608
  nChanged 32
		SP:Iteration 35Q (151021.130000 sec): 3 clusters
  Score: Raw -693482.764709 + Penalty 2960.487787 = -690522.276922
  nChanged 24
		SP:Iteration 36Q (151021.330000 sec): 3 clusters
  Score: Raw -693489.968684 + Penalty 2960.487787 = -690529.480897
  nChanged 24
		SP:Iteration 37Q (151021.530000 sec): 3 clusters
  Score: Raw -693496.710206 + Penalty 2960.487787 = -690536.222419
  nChanged 24
		SP:Iteration 38Q (151021.720000 sec): 3 clusters
  Score: Raw -693502.502311 + Penalty 2960.487787 = -690542.014525
  nChanged 20
		SP:Iteration 39Q (151021.900000 sec): 3 clusters
  Score: Raw -693508.112837 + Penalty 2960.487787 = -690547.625051
  nChanged 14
		SP:Iteration 40F (151022.100000 sec): 3 clusters
  Score: Raw -693511.664649 + Penalty 2960.487787 = -690551.176863
  nChanged 7
		SP:Iteration 41Q (151022.290000 sec): 3 clusters
  Score: Raw -693513.247019 + Penalty 2960.487787 = -690552.759233
  nChanged 7
		SP:Iteration 42Q (151022.490000 sec): 3 clusters
  Score: Raw -693514.456490 + Penalty 2960.487787 = -690553.968704
  nChanged 6
		SP:Iteration 43Q (151022.690000 sec): 3 clusters
  Score: Raw -693515.358722 + Penalty 2960.487787 = -690554.870935
  nChanged 4
		SP:Iteration 44Q (151022.880000 sec): 3 clusters
  Score: Raw -693515.944839 + Penalty 2960.487787 = -690555.457052
  nChanged 1
		SP:Iteration 45Q (151023.080000 sec): 3 clusters
  Score: Raw -693516.185820 + Penalty 2960.487787 = -690555.698033
  nChanged 0
		SP:Iteration 46F (151023.270000 sec): 3 clusters
  Score: Raw -693516.185820 + Penalty 2960.487787 = -690555.698033
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 95 (5358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151023.390000 sec): 2 clusters
  Score: Raw -454225.310606 + Penalty 1395.281233 = -452830.029373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151023.560000 sec): 3 clusters
  Score: Raw -451466.587900 + Penalty 2790.562466 = -448676.025433
  nChanged 2195
		SP:Iteration 1F (151023.740000 sec): 3 clusters
  Score: Raw -452901.583559 + Penalty 2790.562466 = -450111.021093
  nChanged 494
		SP:Iteration 2F (151023.910000 sec): 3 clusters
  Score: Raw -453282.725475 + Penalty 2790.562466 = -450492.163009
  nChanged 381
		SP:Iteration 3F (151024.090000 sec): 3 clusters
  Score: Raw -453560.897814 + Penalty 2790.562466 = -450770.335348
  nChanged 312
		SP:Iteration 4F (151024.260000 sec): 3 clusters
  Score: Raw -453763.123758 + Penalty 2790.562466 = -450972.561292
  nChanged 248
		SP:Iteration 5Q (151024.430000 sec): 3 clusters
  Score: Raw -453915.527197 + Penalty 2790.562466 = -451124.964731
  nChanged 195
		SP:Iteration 6Q (151024.610000 sec): 3 clusters
  Score: Raw -454018.553982 + Penalty 2790.562466 = -451227.991515
  nChanged 148
		SP:Iteration 7Q (151024.780000 sec): 3 clusters
  Score: Raw -454092.557884 + Penalty 2790.562466 = -451301.995418
  nChanged 133
		SP:Iteration 8Q (151024.950000 sec): 3 clusters
  Score: Raw -454157.264517 + Penalty 2790.562466 = -451366.702050
  nChanged 119
		SP:Iteration 9Q (151025.130000 sec): 3 clusters
  Score: Raw -454210.339188 + Penalty 2790.562466 = -451419.776722
  nChanged 99
		SP:Iteration 10Q (151025.300000 sec): 3 clusters
  Score: Raw -454247.110391 + Penalty 2790.562466 = -451456.547925
  nChanged 91
		SP:Iteration 11Q (151025.470000 sec): 3 clusters
  Score: Raw -454292.710486 + Penalty 2790.562466 = -451502.148020
  nChanged 104
		SP:Iteration 12Q (151025.640000 sec): 3 clusters
  Score: Raw -454346.410328 + Penalty 2790.562466 = -451555.847862
  nChanged 95
		SP:Iteration 13Q (151025.800000 sec): 3 clusters
  Score: Raw -454393.165945 + Penalty 2790.562466 = -451602.603478
  nChanged 88
		SP:Iteration 14Q (151025.890000 sec): 3 clusters
  Score: Raw -454438.812989 + Penalty 2790.562466 = -451648.250522
  nChanged 93
		SP:Iteration 15Q (151026.090000 sec): 3 clusters
  Score: Raw -454488.162191 + Penalty 2790.562466 = -451697.599725
  nChanged 105
		SP:Iteration 16Q (151026.270000 sec): 3 clusters
  Score: Raw -454537.221352 + Penalty 2790.562466 = -451746.658886
  nChanged 102
		SP:Iteration 17Q (151026.450000 sec): 3 clusters
  Score: Raw -454590.887085 + Penalty 2790.562466 = -451800.324619
  nChanged 101
		SP:Iteration 18Q (151026.600000 sec): 3 clusters
  Score: Raw -454642.153734 + Penalty 2790.562466 = -451851.591268
  nChanged 104
		SP:Iteration 19Q (151026.690000 sec): 3 clusters
  Score: Raw -454691.181728 + Penalty 2790.562466 = -451900.619261
  nChanged 88
		SP:Iteration 20F (151026.890000 sec): 3 clusters
  Score: Raw -454726.806183 + Penalty 2790.562466 = -451936.243717
  nChanged 76
		SP:Iteration 21Q (151027.040000 sec): 3 clusters
  Score: Raw -454747.836261 + Penalty 2790.562466 = -451957.273795
  nChanged 48
		SP:Iteration 22Q (151027.130000 sec): 3 clusters
  Score: Raw -454761.662193 + Penalty 2790.562466 = -451971.099727
  nChanged 35
		SP:Iteration 23Q (151027.330000 sec): 3 clusters
  Score: Raw -454773.336449 + Penalty 2790.562466 = -451982.773982
  nChanged 38
		SP:Iteration 24Q (151027.530000 sec): 3 clusters
  Score: Raw -454787.179860 + Penalty 2790.562466 = -451996.617394
  nChanged 48
		SP:Iteration 25Q (151027.730000 sec): 3 clusters
  Score: Raw -454804.353665 + Penalty 2790.562466 = -452013.791199
  nChanged 40
		SP:Iteration 26Q (151027.900000 sec): 3 clusters
  Score: Raw -454817.259177 + Penalty 2790.562466 = -452026.696710
  nChanged 43
		SP:Iteration 27Q (151028.070000 sec): 3 clusters
  Score: Raw -454833.122919 + Penalty 2790.562466 = -452042.560453
  nChanged 41
		SP:Iteration 28Q (151028.250000 sec): 3 clusters
  Score: Raw -454849.303489 + Penalty 2790.562466 = -452058.741023
  nChanged 42
		SP:Iteration 29Q (151028.420000 sec): 3 clusters
  Score: Raw -454861.780790 + Penalty 2790.562466 = -452071.218323
  nChanged 27
		SP:Iteration 30Q (151028.510000 sec): 3 clusters
  Score: Raw -454870.812150 + Penalty 2790.562466 = -452080.249684
  nChanged 29
		SP:Iteration 31Q (151028.730000 sec): 3 clusters
  Score: Raw -454879.097150 + Penalty 2790.562466 = -452088.534684
  nChanged 27
		SP:Iteration 32Q (151028.900000 sec): 3 clusters
  Score: Raw -454887.541842 + Penalty 2790.562466 = -452096.979375
  nChanged 20
		SP:Iteration 33Q (151029.050000 sec): 3 clusters
  Score: Raw -454894.381825 + Penalty 2790.562466 = -452103.819358
  nChanged 24
		SP:Iteration 34Q (151029.230000 sec): 3 clusters
  Score: Raw -454902.466342 + Penalty 2790.562466 = -452111.903876
  nChanged 23
		SP:Iteration 35Q (151029.400000 sec): 3 clusters
  Score: Raw -454909.806169 + Penalty 2790.562466 = -452119.243703
  nChanged 27
		SP:Iteration 36Q (151029.570000 sec): 3 clusters
  Score: Raw -454920.552323 + Penalty 2790.562466 = -452129.989857
  nChanged 36
		SP:Iteration 37Q (151029.750000 sec): 3 clusters
  Score: Raw -454935.017438 + Penalty 2790.562466 = -452144.454972
  nChanged 40
		SP:Iteration 38Q (151029.920000 sec): 3 clusters
  Score: Raw -454950.458653 + Penalty 2790.562466 = -452159.896187
  nChanged 34
		SP:Iteration 39Q (151030.020000 sec): 3 clusters
  Score: Raw -454963.809682 + Penalty 2790.562466 = -452173.247216
  nChanged 36
		SP:Iteration 40F (151030.230000 sec): 3 clusters
  Score: Raw -454976.614278 + Penalty 2790.562466 = -452186.051811
  nChanged 32
		SP:Iteration 41Q (151030.400000 sec): 3 clusters
  Score: Raw -454985.381470 + Penalty 2790.562466 = -452194.819004
  nChanged 27
		SP:Iteration 42Q (151030.560000 sec): 3 clusters
  Score: Raw -454994.802493 + Penalty 2790.562466 = -452204.240026
  nChanged 28
		SP:Iteration 43Q (151030.730000 sec): 3 clusters
  Score: Raw -455002.871816 + Penalty 2790.562466 = -452212.309349
  nChanged 22
		SP:Iteration 44Q (151030.900000 sec): 3 clusters
  Score: Raw -455009.867598 + Penalty 2790.562466 = -452219.305132
  nChanged 22
		SP:Iteration 45Q (151031.120000 sec): 3 clusters
  Score: Raw -455016.456674 + Penalty 2790.562466 = -452225.894208
  nChanged 30
		SP:Iteration 46Q (151031.250000 sec): 3 clusters
  Score: Raw -455027.547041 + Penalty 2790.562466 = -452236.984575
  nChanged 33
		SP:Iteration 47Q (151031.350000 sec): 3 clusters
  Score: Raw -455038.398072 + Penalty 2790.562466 = -452247.835606
  nChanged 28
		SP:Iteration 48Q (151031.450000 sec): 3 clusters
  Score: Raw -455046.642017 + Penalty 2790.562466 = -452256.079550
  nChanged 19
		SP:Iteration 49Q (151031.640000 sec): 3 clusters
  Score: Raw -455056.102126 + Penalty 2790.562466 = -452265.539660
  nChanged 20
		SP:Iteration 50Q (151031.860000 sec): 3 clusters
  Score: Raw -455064.259714 + Penalty 2790.562466 = -452273.697248
  nChanged 19
		SP:Iteration 51Q (151032.050000 sec): 3 clusters
  Score: Raw -455072.320275 + Penalty 2790.562466 = -452281.757808
  nChanged 17
		SP:Iteration 52Q (151032.230000 sec): 3 clusters
  Score: Raw -455078.004929 + Penalty 2790.562466 = -452287.442463
  nChanged 16
		SP:Iteration 53Q (151032.370000 sec): 3 clusters
  Score: Raw -455081.568268 + Penalty 2790.562466 = -452291.005802
  nChanged 9
		SP:Iteration 54Q (151032.550000 sec): 3 clusters
  Score: Raw -455083.446081 + Penalty 2790.562466 = -452292.883615
  nChanged 8
		SP:Iteration 55Q (151032.720000 sec): 3 clusters
  Score: Raw -455084.982758 + Penalty 2790.562466 = -452294.420292
  nChanged 6
		SP:Iteration 56Q (151032.890000 sec): 3 clusters
  Score: Raw -455086.283438 + Penalty 2790.562466 = -452295.720971
  nChanged 2
		SP:Iteration 57Q (151033.070000 sec): 3 clusters
  Score: Raw -455086.731515 + Penalty 2790.562466 = -452296.169049
  nChanged 3
		SP:Iteration 58Q (151033.240000 sec): 3 clusters
  Score: Raw -455087.242740 + Penalty 2790.562466 = -452296.680274
  nChanged 3
		SP:Iteration 59Q (151033.410000 sec): 3 clusters
  Score: Raw -455087.926366 + Penalty 2790.562466 = -452297.363900
  nChanged 5
		SP:Iteration 60F (151033.580000 sec): 3 clusters
  Score: Raw -455088.903388 + Penalty 2790.562466 = -452298.340921
  nChanged 6
		SP:Iteration 61Q (151033.760000 sec): 3 clusters
  Score: Raw -455090.132467 + Penalty 2790.562466 = -452299.570000
  nChanged 6
		SP:Iteration 62Q (151033.930000 sec): 3 clusters
  Score: Raw -455091.519665 + Penalty 2790.562466 = -452300.957198
  nChanged 3
		SP:Iteration 63Q (151034.110000 sec): 3 clusters
  Score: Raw -455092.095220 + Penalty 2790.562466 = -452301.532754
  nChanged 6
		SP:Iteration 64Q (151034.280000 sec): 3 clusters
  Score: Raw -455094.462944 + Penalty 2790.562466 = -452303.900478
  nChanged 11
		SP:Iteration 65Q (151034.450000 sec): 3 clusters
  Score: Raw -455097.059046 + Penalty 2790.562466 = -452306.496580
  nChanged 9
		SP:Iteration 66Q (151034.630000 sec): 3 clusters
  Score: Raw -455099.637002 + Penalty 2790.562466 = -452309.074536
  nChanged 8
		SP:Iteration 67Q (151034.800000 sec): 3 clusters
  Score: Raw -455101.507423 + Penalty 2790.562466 = -452310.944957
  nChanged 9
		SP:Iteration 68Q (151034.970000 sec): 3 clusters
  Score: Raw -455103.118924 + Penalty 2790.562466 = -452312.556458
  nChanged 6
		SP:Iteration 69Q (151035.120000 sec): 3 clusters
  Score: Raw -455104.531344 + Penalty 2790.562466 = -452313.968878
  nChanged 6
		SP:Iteration 70Q (151035.210000 sec): 3 clusters
  Score: Raw -455105.594181 + Penalty 2790.562466 = -452315.031715
  nChanged 9
		SP:Iteration 71Q (151035.410000 sec): 3 clusters
  Score: Raw -455108.534679 + Penalty 2790.562466 = -452317.972212
  nChanged 7
		SP:Iteration 72Q (151035.630000 sec): 3 clusters
  Score: Raw -455110.707207 + Penalty 2790.562466 = -452320.144741
  nChanged 8
		SP:Iteration 73Q (151035.690000 sec): 3 clusters
  Score: Raw -455113.480785 + Penalty 2790.562466 = -452322.918319
  nChanged 10
		SP:Iteration 74Q (151035.790000 sec): 3 clusters
  Score: Raw -455116.585054 + Penalty 2790.562466 = -452326.022587
  nChanged 10
		SP:Iteration 75Q (151035.990000 sec): 3 clusters
  Score: Raw -455119.647178 + Penalty 2790.562466 = -452329.084711
  nChanged 11
		SP:Iteration 76Q (151036.160000 sec): 3 clusters
  Score: Raw -455122.691202 + Penalty 2790.562466 = -452332.128735
  nChanged 8
		SP:Iteration 77Q (151036.340000 sec): 3 clusters
  Score: Raw -455124.257691 + Penalty 2790.562466 = -452333.695225
  nChanged 8
		SP:Iteration 78Q (151036.510000 sec): 3 clusters
  Score: Raw -455125.739427 + Penalty 2790.562466 = -452335.176961
  nChanged 7
		SP:Iteration 79Q (151036.680000 sec): 3 clusters
  Score: Raw -455127.207979 + Penalty 2790.562466 = -452336.645512
  nChanged 6
		SP:Iteration 80F (151036.850000 sec): 3 clusters
  Score: Raw -455128.653722 + Penalty 2790.562466 = -452338.091256
  nChanged 3
		SP:Iteration 81Q (151037.020000 sec): 3 clusters
  Score: Raw -455128.979690 + Penalty 2790.562466 = -452338.417223
  nChanged 1
		SP:Iteration 82Q (151037.200000 sec): 3 clusters
  Score: Raw -455129.064405 + Penalty 2790.562466 = -452338.501939
  nChanged 2
		SP:Iteration 83Q (151037.300000 sec): 3 clusters
  Score: Raw -455129.600730 + Penalty 2790.562466 = -452339.038264
  nChanged 4
		SP:Iteration 84Q (151037.390000 sec): 3 clusters
  Score: Raw -455131.012471 + Penalty 2790.562466 = -452340.450005
  nChanged 3
		SP:Iteration 85Q (151037.590000 sec): 3 clusters
  Score: Raw -455131.330787 + Penalty 2790.562466 = -452340.768320
  nChanged 0
		SP:Iteration 86F (151037.770000 sec): 3 clusters
  Score: Raw -455131.330787 + Penalty 2790.562466 = -452340.768320
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 96 (4496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151037.860000 sec): 2 clusters
  Score: Raw -332784.966683 + Penalty 1366.778301 = -331418.188382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151038.040000 sec): 3 clusters
  Score: Raw -330494.502497 + Penalty 2733.556602 = -327760.945895
  nChanged 1752
		SP:Iteration 1F (151038.210000 sec): 3 clusters
  Score: Raw -331557.929980 + Penalty 2733.556602 = -328824.373378
  nChanged 414
		SP:Iteration 2F (151038.360000 sec): 3 clusters
  Score: Raw -331868.231116 + Penalty 2733.556602 = -329134.674514
  nChanged 339
		SP:Iteration 3F (151038.550000 sec): 3 clusters
  Score: Raw -332115.825510 + Penalty 2733.556602 = -329382.268908
  nChanged 264
		SP:Iteration 4F (151038.730000 sec): 3 clusters
  Score: Raw -332304.700889 + Penalty 2733.556602 = -329571.144287
  nChanged 216
		SP:Iteration 5Q (151038.910000 sec): 3 clusters
  Score: Raw -332439.712364 + Penalty 2733.556602 = -329706.155762
  nChanged 182
		SP:Iteration 6Q (151039.080000 sec): 3 clusters
  Score: Raw -332534.651659 + Penalty 2733.556602 = -329801.095057
  nChanged 132
		SP:Iteration 7Q (151039.260000 sec): 3 clusters
  Score: Raw -332603.179401 + Penalty 2733.556602 = -329869.622799
  nChanged 103
		SP:Iteration 8Q (151039.430000 sec): 3 clusters
  Score: Raw -332660.276447 + Penalty 2733.556602 = -329926.719845
  nChanged 93
		SP:Iteration 9Q (151039.610000 sec): 3 clusters
  Score: Raw -332708.828779 + Penalty 2733.556602 = -329975.272177
  nChanged 102
		SP:Iteration 10Q (151039.790000 sec): 3 clusters
  Score: Raw -332771.855447 + Penalty 2733.556602 = -330038.298844
  nChanged 94
		SP:Iteration 11Q (151039.960000 sec): 3 clusters
  Score: Raw -332826.295078 + Penalty 2733.556602 = -330092.738476
  nChanged 91
		SP:Iteration 12Q (151040.040000 sec): 3 clusters
  Score: Raw -332875.371473 + Penalty 2733.556602 = -330141.814870
  nChanged 81
		SP:Iteration 13Q (151040.130000 sec): 3 clusters
  Score: Raw -332912.715754 + Penalty 2733.556602 = -330179.159152
  nChanged 65
		SP:Iteration 14Q (151040.210000 sec): 3 clusters
  Score: Raw -332947.228182 + Penalty 2733.556602 = -330213.671580
  nChanged 58
		SP:Iteration 15Q (151040.290000 sec): 3 clusters
  Score: Raw -332972.718371 + Penalty 2733.556602 = -330239.161769
  nChanged 47
		SP:Iteration 16Q (151040.370000 sec): 3 clusters
  Score: Raw -332987.198684 + Penalty 2733.556602 = -330253.642082
  nChanged 45
		SP:Iteration 17Q (151040.450000 sec): 3 clusters
  Score: Raw -333004.985970 + Penalty 2733.556602 = -330271.429367
  nChanged 50
		SP:Iteration 18Q (151040.630000 sec): 3 clusters
  Score: Raw -333028.443292 + Penalty 2733.556602 = -330294.886689
  nChanged 46
		SP:Iteration 19Q (151040.710000 sec): 3 clusters
  Score: Raw -333047.767337 + Penalty 2733.556602 = -330314.210734
  nChanged 38
		SP:Iteration 20F (151040.800000 sec): 3 clusters
  Score: Raw -333063.642362 + Penalty 2733.556602 = -330330.085759
  nChanged 42
		SP:Iteration 21Q (151040.880000 sec): 3 clusters
  Score: Raw -333080.736732 + Penalty 2733.556602 = -330347.180129
  nChanged 35
		SP:Iteration 22Q (151040.960000 sec): 3 clusters
  Score: Raw -333092.271623 + Penalty 2733.556602 = -330358.715021
  nChanged 30
		SP:Iteration 23Q (151041.040000 sec): 3 clusters
  Score: Raw -333102.405896 + Penalty 2733.556602 = -330368.849293
  nChanged 28
		SP:Iteration 24Q (151041.130000 sec): 3 clusters
  Score: Raw -333111.937988 + Penalty 2733.556602 = -330378.381386
  nChanged 24
		SP:Iteration 25Q (151041.210000 sec): 3 clusters
  Score: Raw -333119.508304 + Penalty 2733.556602 = -330385.951702
  nChanged 21
		SP:Iteration 26Q (151041.290000 sec): 3 clusters
  Score: Raw -333125.576935 + Penalty 2733.556602 = -330392.020333
  nChanged 16
		SP:Iteration 27Q (151041.370000 sec): 3 clusters
  Score: Raw -333130.201241 + Penalty 2733.556602 = -330396.644639
  nChanged 11
		SP:Iteration 28Q (151041.450000 sec): 3 clusters
  Score: Raw -333133.517600 + Penalty 2733.556602 = -330399.960998
  nChanged 10
		SP:Iteration 29Q (151041.530000 sec): 3 clusters
  Score: Raw -333136.040499 + Penalty 2733.556602 = -330402.483897
  nChanged 12
		SP:Iteration 30Q (151041.620000 sec): 3 clusters
  Score: Raw -333139.284286 + Penalty 2733.556602 = -330405.727684
  nChanged 16
		SP:Iteration 31Q (151041.700000 sec): 3 clusters
  Score: Raw -333143.691254 + Penalty 2733.556602 = -330410.134652
  nChanged 15
		SP:Iteration 32Q (151041.780000 sec): 3 clusters
  Score: Raw -333146.860848 + Penalty 2733.556602 = -330413.304246
  nChanged 10
		SP:Iteration 33Q (151041.860000 sec): 3 clusters
  Score: Raw -333149.838778 + Penalty 2733.556602 = -330416.282176
  nChanged 9
		SP:Iteration 34Q (151041.950000 sec): 3 clusters
  Score: Raw -333151.799738 + Penalty 2733.556602 = -330418.243136
  nChanged 5
		SP:Iteration 35Q (151042.030000 sec): 3 clusters
  Score: Raw -333152.749162 + Penalty 2733.556602 = -330419.192560
  nChanged 4
		SP:Iteration 36Q (151042.110000 sec): 3 clusters
  Score: Raw -333153.770202 + Penalty 2733.556602 = -330420.213600
  nChanged 2
		SP:Iteration 37Q (151042.190000 sec): 3 clusters
  Score: Raw -333153.993905 + Penalty 2733.556602 = -330420.437303
  nChanged 2
		SP:Iteration 38Q (151042.270000 sec): 3 clusters
  Score: Raw -333154.347687 + Penalty 2733.556602 = -330420.791085
  nChanged 2
		SP:Iteration 39Q (151042.350000 sec): 3 clusters
  Score: Raw -333155.000271 + Penalty 2733.556602 = -330421.443669
  nChanged 3
		SP:Iteration 40F (151042.440000 sec): 3 clusters
  Score: Raw -333155.493517 + Penalty 2733.556602 = -330421.936915
  nChanged 3
		SP:Iteration 41Q (151042.520000 sec): 3 clusters
  Score: Raw -333155.791729 + Penalty 2733.556602 = -330422.235127
  nChanged 1
		SP:Iteration 42Q (151042.600000 sec): 3 clusters
  Score: Raw -333155.943394 + Penalty 2733.556602 = -330422.386792
  nChanged 0
		SP:Iteration 43F (151042.820000 sec): 3 clusters
  Score: Raw -333155.943394 + Penalty 2733.556602 = -330422.386792
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 97 (4050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151042.880000 sec): 2 clusters
  Score: Raw -335098.615156 + Penalty 1349.801726 = -333748.813430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151043.050000 sec): 3 clusters
  Score: Raw -333066.794171 + Penalty 2699.603452 = -330367.190719
  nChanged 1582
		SP:Iteration 1F (151043.230000 sec): 3 clusters
  Score: Raw -334052.702472 + Penalty 2699.603452 = -331353.099020
  nChanged 344
		SP:Iteration 2F (151043.410000 sec): 3 clusters
  Score: Raw -334310.336816 + Penalty 2699.603452 = -331610.733364
  nChanged 270
		SP:Iteration 3F (151043.580000 sec): 3 clusters
  Score: Raw -334531.065139 + Penalty 2699.603452 = -331831.461687
  nChanged 238
		SP:Iteration 4F (151043.730000 sec): 3 clusters
  Score: Raw -334690.930992 + Penalty 2699.603452 = -331991.327540
  nChanged 207
		SP:Iteration 5F (151043.810000 sec): 3 clusters
  Score: Raw -334816.386835 + Penalty 2699.603452 = -332116.783383
  nChanged 157
		SP:Iteration 6Q (151043.890000 sec): 3 clusters
  Score: Raw -334915.650294 + Penalty 2699.603452 = -332216.046842
  nChanged 126
		SP:Iteration 7Q (151043.970000 sec): 3 clusters
  Score: Raw -334980.846445 + Penalty 2699.603452 = -332281.242993
  nChanged 98
		SP:Iteration 8Q (151044.040000 sec): 3 clusters
  Score: Raw -335026.317329 + Penalty 2699.603452 = -332326.713877
  nChanged 71
		SP:Iteration 9Q (151044.120000 sec): 3 clusters
  Score: Raw -335061.543582 + Penalty 2699.603452 = -332361.940130
  nChanged 66
		SP:Iteration 10Q (151044.190000 sec): 3 clusters
  Score: Raw -335094.457699 + Penalty 2699.603452 = -332394.854246
  nChanged 52
		SP:Iteration 11Q (151044.270000 sec): 3 clusters
  Score: Raw -335121.256277 + Penalty 2699.603452 = -332421.652825
  nChanged 51
		SP:Iteration 12Q (151044.340000 sec): 3 clusters
  Score: Raw -335149.720063 + Penalty 2699.603452 = -332450.116611
  nChanged 46
		SP:Iteration 13Q (151044.420000 sec): 3 clusters
  Score: Raw -335172.096697 + Penalty 2699.603452 = -332472.493245
  nChanged 37
		SP:Iteration 14Q (151044.490000 sec): 3 clusters
  Score: Raw -335187.836223 + Penalty 2699.603452 = -332488.232771
  nChanged 38
		SP:Iteration 15Q (151044.570000 sec): 3 clusters
  Score: Raw -335201.423030 + Penalty 2699.603452 = -332501.819577
  nChanged 23
		SP:Iteration 16Q (151044.640000 sec): 3 clusters
  Score: Raw -335211.782472 + Penalty 2699.603452 = -332512.179020
  nChanged 17
		SP:Iteration 17Q (151044.720000 sec): 3 clusters
  Score: Raw -335219.854478 + Penalty 2699.603452 = -332520.251026
  nChanged 16
		SP:Iteration 18Q (151044.790000 sec): 3 clusters
  Score: Raw -335226.411934 + Penalty 2699.603452 = -332526.808482
  nChanged 13
		SP:Iteration 19Q (151044.870000 sec): 3 clusters
  Score: Raw -335232.050186 + Penalty 2699.603452 = -332532.446734
  nChanged 18
		SP:Iteration 20F (151044.940000 sec): 3 clusters
  Score: Raw -335239.386152 + Penalty 2699.603452 = -332539.782700
  nChanged 20
		SP:Iteration 21Q (151045.020000 sec): 3 clusters
  Score: Raw -335246.123964 + Penalty 2699.603452 = -332546.520512
  nChanged 11
		SP:Iteration 22Q (151045.090000 sec): 3 clusters
  Score: Raw -335249.876794 + Penalty 2699.603452 = -332550.273342
  nChanged 10
		SP:Iteration 23Q (151045.170000 sec): 3 clusters
  Score: Raw -335253.401857 + Penalty 2699.603452 = -332553.798405
  nChanged 10
		SP:Iteration 24Q (151045.250000 sec): 3 clusters
  Score: Raw -335256.357588 + Penalty 2699.603452 = -332556.754136
  nChanged 7
		SP:Iteration 25Q (151045.320000 sec): 3 clusters
  Score: Raw -335258.904228 + Penalty 2699.603452 = -332559.300776
  nChanged 7
		SP:Iteration 26Q (151045.390000 sec): 3 clusters
  Score: Raw -335260.736741 + Penalty 2699.603452 = -332561.133289
  nChanged 5
		SP:Iteration 27Q (151045.470000 sec): 3 clusters
  Score: Raw -335262.457209 + Penalty 2699.603452 = -332562.853757
  nChanged 12
		SP:Iteration 28Q (151045.550000 sec): 3 clusters
  Score: Raw -335266.316117 + Penalty 2699.603452 = -332566.712665
  nChanged 8
		SP:Iteration 29Q (151045.620000 sec): 3 clusters
  Score: Raw -335269.680856 + Penalty 2699.603452 = -332570.077404
  nChanged 8
		SP:Iteration 30Q (151045.690000 sec): 3 clusters
  Score: Raw -335273.507865 + Penalty 2699.603452 = -332573.904413
  nChanged 8
		SP:Iteration 31Q (151045.770000 sec): 3 clusters
  Score: Raw -335276.906656 + Penalty 2699.603452 = -332577.303204
  nChanged 10
		SP:Iteration 32Q (151045.850000 sec): 3 clusters
  Score: Raw -335280.648473 + Penalty 2699.603452 = -332581.045021
  nChanged 11
		SP:Iteration 33Q (151045.920000 sec): 3 clusters
  Score: Raw -335286.379087 + Penalty 2699.603452 = -332586.775635
  nChanged 17
		SP:Iteration 34Q (151045.990000 sec): 3 clusters
  Score: Raw -335294.844506 + Penalty 2699.603452 = -332595.241054
  nChanged 11
		SP:Iteration 35Q (151046.070000 sec): 3 clusters
  Score: Raw -335299.114345 + Penalty 2699.603452 = -332599.510892
  nChanged 8
		SP:Iteration 36Q (151046.150000 sec): 3 clusters
  Score: Raw -335302.774292 + Penalty 2699.603452 = -332603.170840
  nChanged 10
		SP:Iteration 37Q (151046.220000 sec): 3 clusters
  Score: Raw -335308.090103 + Penalty 2699.603452 = -332608.486651
  nChanged 11
		SP:Iteration 38Q (151046.290000 sec): 3 clusters
  Score: Raw -335312.772534 + Penalty 2699.603452 = -332613.169082
  nChanged 7
		SP:Iteration 39Q (151046.440000 sec): 3 clusters
  Score: Raw -335316.487163 + Penalty 2699.603452 = -332616.883711
  nChanged 11
		SP:Iteration 40F (151046.510000 sec): 3 clusters
  Score: Raw -335322.538426 + Penalty 2699.603452 = -332622.934974
  nChanged 12
		SP:Iteration 41Q (151046.590000 sec): 3 clusters
  Score: Raw -335327.984750 + Penalty 2699.603452 = -332628.381298
  nChanged 14
		SP:Iteration 42Q (151046.670000 sec): 3 clusters
  Score: Raw -335336.342108 + Penalty 2699.603452 = -332636.738656
  nChanged 16
		SP:Iteration 43Q (151046.740000 sec): 3 clusters
  Score: Raw -335345.511136 + Penalty 2699.603452 = -332645.907684
  nChanged 15
		SP:Iteration 44Q (151046.820000 sec): 3 clusters
  Score: Raw -335351.660147 + Penalty 2699.603452 = -332652.056695
  nChanged 9
		SP:Iteration 45Q (151046.890000 sec): 3 clusters
  Score: Raw -335354.120280 + Penalty 2699.603452 = -332654.516828
  nChanged 7
		SP:Iteration 46Q (151046.970000 sec): 3 clusters
  Score: Raw -335356.154001 + Penalty 2699.603452 = -332656.550549
  nChanged 6
		SP:Iteration 47Q (151047.040000 sec): 3 clusters
  Score: Raw -335358.067314 + Penalty 2699.603452 = -332658.463862
  nChanged 3
		SP:Iteration 48Q (151047.120000 sec): 3 clusters
  Score: Raw -335359.311155 + Penalty 2699.603452 = -332659.707703
  nChanged 6
		SP:Iteration 49Q (151047.190000 sec): 3 clusters
  Score: Raw -335361.677905 + Penalty 2699.603452 = -332662.074453
  nChanged 5
		SP:Iteration 50Q (151047.270000 sec): 3 clusters
  Score: Raw -335363.635030 + Penalty 2699.603452 = -332664.031578
  nChanged 7
		SP:Iteration 51Q (151047.340000 sec): 3 clusters
  Score: Raw -335366.388071 + Penalty 2699.603452 = -332666.784619
  nChanged 10
		SP:Iteration 52Q (151047.410000 sec): 3 clusters
  Score: Raw -335371.346676 + Penalty 2699.603452 = -332671.743224
  nChanged 10
		SP:Iteration 53Q (151047.490000 sec): 3 clusters
  Score: Raw -335377.222481 + Penalty 2699.603452 = -332677.619029
  nChanged 10
		SP:Iteration 54Q (151047.610000 sec): 3 clusters
  Score: Raw -335383.357128 + Penalty 2699.603452 = -332683.753676
  nChanged 3
		SP:Iteration 55Q (151047.780000 sec): 3 clusters
  Score: Raw -335385.630095 + Penalty 2699.603452 = -332686.026643
  nChanged 7
		SP:Iteration 56Q (151047.960000 sec): 3 clusters
  Score: Raw -335390.571633 + Penalty 2699.603452 = -332690.968181
  nChanged 11
		SP:Iteration 57Q (151048.120000 sec): 3 clusters
  Score: Raw -335395.494752 + Penalty 2699.603452 = -332695.891300
  nChanged 6
		SP:Iteration 58Q (151048.190000 sec): 3 clusters
  Score: Raw -335399.709870 + Penalty 2699.603452 = -332700.106418
  nChanged 8
		SP:Iteration 59Q (151048.270000 sec): 3 clusters
  Score: Raw -335404.103205 + Penalty 2699.603452 = -332704.499753
  nChanged 12
		SP:Iteration 60F (151048.340000 sec): 3 clusters
  Score: Raw -335409.717001 + Penalty 2699.603452 = -332710.113548
  nChanged 5
		SP:Iteration 61Q (151048.450000 sec): 3 clusters
  Score: Raw -335412.196572 + Penalty 2699.603452 = -332712.593119
  nChanged 5
		SP:Iteration 62Q (151048.630000 sec): 3 clusters
  Score: Raw -335413.259482 + Penalty 2699.603452 = -332713.656030
  nChanged 4
		SP:Iteration 63Q (151048.800000 sec): 3 clusters
  Score: Raw -335414.371482 + Penalty 2699.603452 = -332714.768030
  nChanged 2
		SP:Iteration 64Q (151048.910000 sec): 3 clusters
  Score: Raw -335415.134520 + Penalty 2699.603452 = -332715.531068
  nChanged 2
		SP:Iteration 65Q (151048.980000 sec): 3 clusters
  Score: Raw -335415.633399 + Penalty 2699.603452 = -332716.029947
  nChanged 2
		SP:Iteration 66Q (151049.060000 sec): 3 clusters
  Score: Raw -335416.339935 + Penalty 2699.603452 = -332716.736483
  nChanged 2
		SP:Iteration 67Q (151049.130000 sec): 3 clusters
  Score: Raw -335417.015762 + Penalty 2699.603452 = -332717.412310
  nChanged 2
		SP:Iteration 68Q (151049.210000 sec): 3 clusters
  Score: Raw -335418.625762 + Penalty 2699.603452 = -332719.022310
  nChanged 1
		SP:Iteration 69Q (151049.280000 sec): 3 clusters
  Score: Raw -335419.063813 + Penalty 2699.603452 = -332719.460361
  nChanged 1
		SP:Iteration 70Q (151049.360000 sec): 3 clusters
  Score: Raw -335420.070165 + Penalty 2699.603452 = -332720.466713
  nChanged 3
		SP:Iteration 71Q (151049.430000 sec): 3 clusters
  Score: Raw -335421.246190 + Penalty 2699.603452 = -332721.642738
  nChanged 1
		SP:Iteration 72Q (151049.510000 sec): 3 clusters
  Score: Raw -335421.516362 + Penalty 2699.603452 = -332721.912910
  nChanged 0
		SP:Iteration 73F (151049.580000 sec): 3 clusters
  Score: Raw -335421.516362 + Penalty 2699.603452 = -332721.912910
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 98 (4798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151049.710000 sec): 2 clusters
  Score: Raw -462218.047761 + Penalty 1377.342597 = -460840.705164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151049.790000 sec): 3 clusters
  Score: Raw -459739.089244 + Penalty 2754.685194 = -456984.404050
  nChanged 1939
		SP:Iteration 1F (151049.880000 sec): 3 clusters
  Score: Raw -460819.642303 + Penalty 2754.685194 = -458064.957109
  nChanged 340
		SP:Iteration 2F (151049.970000 sec): 3 clusters
  Score: Raw -461009.207840 + Penalty 2754.685194 = -458254.522646
  nChanged 269
		SP:Iteration 3F (151050.050000 sec): 3 clusters
  Score: Raw -461172.466676 + Penalty 2754.685194 = -458417.781481
  nChanged 225
		SP:Iteration 4Q (151050.150000 sec): 3 clusters
  Score: Raw -461305.973471 + Penalty 2754.685194 = -458551.288277
  nChanged 208
		SP:Iteration 5Q (151050.230000 sec): 3 clusters
  Score: Raw -461429.294673 + Penalty 2754.685194 = -458674.609479
  nChanged 191
		SP:Iteration 6Q (151050.330000 sec): 3 clusters
  Score: Raw -461554.374661 + Penalty 2754.685194 = -458799.689467
  nChanged 206
		SP:Iteration 7Q (151050.410000 sec): 3 clusters
  Score: Raw -461710.715515 + Penalty 2754.685194 = -458956.030321
  nChanged 200
		SP:Iteration 8Q (151050.510000 sec): 3 clusters
  Score: Raw -461874.377129 + Penalty 2754.685194 = -459119.691935
  nChanged 169
		SP:Iteration 9Q (151050.690000 sec): 3 clusters
  Score: Raw -462015.387427 + Penalty 2754.685194 = -459260.702233
  nChanged 132
		SP:Iteration 10Q (151050.770000 sec): 3 clusters
  Score: Raw -462125.038553 + Penalty 2754.685194 = -459370.353359
  nChanged 81
		SP:Iteration 11Q (151050.850000 sec): 3 clusters
  Score: Raw -462204.576317 + Penalty 2754.685194 = -459449.891123
  nChanged 72
		SP:Iteration 12Q (151050.940000 sec): 3 clusters
  Score: Raw -462271.531702 + Penalty 2754.685194 = -459516.846508
  nChanged 53
		SP:Iteration 13Q (151051.020000 sec): 3 clusters
  Score: Raw -462322.413868 + Penalty 2754.685194 = -459567.728674
  nChanged 35
		SP:Iteration 14Q (151051.160000 sec): 3 clusters
  Score: Raw -462358.361901 + Penalty 2754.685194 = -459603.676707
  nChanged 25
		SP:Iteration 15Q (151051.240000 sec): 3 clusters
  Score: Raw -462384.674528 + Penalty 2754.685194 = -459629.989334
  nChanged 21
		SP:Iteration 16Q (151051.330000 sec): 3 clusters
  Score: Raw -462405.947842 + Penalty 2754.685194 = -459651.262648
  nChanged 17
		SP:Iteration 17Q (151051.410000 sec): 3 clusters
  Score: Raw -462416.465003 + Penalty 2754.685194 = -459661.779809
  nChanged 10
		SP:Iteration 18Q (151051.490000 sec): 3 clusters
  Score: Raw -462423.308015 + Penalty 2754.685194 = -459668.622821
  nChanged 8
		SP:Iteration 19Q (151051.570000 sec): 3 clusters
  Score: Raw -462431.757276 + Penalty 2754.685194 = -459677.072082
  nChanged 7
		SP:Iteration 20F (151051.660000 sec): 3 clusters
  Score: Raw -462437.585575 + Penalty 2754.685194 = -459682.900381
  nChanged 8
		SP:Iteration 21Q (151051.750000 sec): 3 clusters
  Score: Raw -462445.471352 + Penalty 2754.685194 = -459690.786158
  nChanged 7
		SP:Iteration 22Q (151051.830000 sec): 3 clusters
  Score: Raw -462454.120523 + Penalty 2754.685194 = -459699.435329
  nChanged 11
		SP:Iteration 23Q (151051.910000 sec): 3 clusters
  Score: Raw -462466.075133 + Penalty 2754.685194 = -459711.389939
  nChanged 8
		SP:Iteration 24Q (151052.030000 sec): 3 clusters
  Score: Raw -462471.703866 + Penalty 2754.685194 = -459717.018671
  nChanged 5
		SP:Iteration 25Q (151052.130000 sec): 3 clusters
  Score: Raw -462475.544741 + Penalty 2754.685194 = -459720.859547
  nChanged 3
		SP:Iteration 26Q (151052.210000 sec): 3 clusters
  Score: Raw -462477.637590 + Penalty 2754.685194 = -459722.952396
  nChanged 2
		SP:Iteration 27Q (151052.300000 sec): 3 clusters
  Score: Raw -462478.971028 + Penalty 2754.685194 = -459724.285834
  nChanged 0
		SP:Iteration 28F (151052.380000 sec): 3 clusters
  Score: Raw -462478.971028 + Penalty 2754.685194 = -459724.285834
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 99 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151052.430000 sec): 2 clusters
  Score: Raw -100665.683358 + Penalty 1144.371503 = -99521.311855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151052.460000 sec): 3 clusters
  Score: Raw -100273.019820 + Penalty 2288.743006 = -97984.276814
  nChanged 370
		SP:Iteration 1F (151052.490000 sec): 3 clusters
  Score: Raw -100587.103879 + Penalty 2288.743006 = -98298.360873
  nChanged 81
		SP:Iteration 2F (151052.510000 sec): 3 clusters
  Score: Raw -100682.660372 + Penalty 2288.743006 = -98393.917366
  nChanged 55
		SP:Iteration 3Q (151052.540000 sec): 3 clusters
  Score: Raw -100739.497920 + Penalty 2288.743006 = -98450.754914
  nChanged 45
		SP:Iteration 4Q (151052.570000 sec): 3 clusters
  Score: Raw -100782.234802 + Penalty 2288.743006 = -98493.491796
  nChanged 31
		SP:Iteration 5Q (151052.590000 sec): 3 clusters
  Score: Raw -100813.448705 + Penalty 2288.743006 = -98524.705699
  nChanged 20
		SP:Iteration 6Q (151052.620000 sec): 3 clusters
  Score: Raw -100833.437299 + Penalty 2288.743006 = -98544.694293
  nChanged 16
		SP:Iteration 7Q (151052.640000 sec): 3 clusters
  Score: Raw -100849.786679 + Penalty 2288.743006 = -98561.043673
  nChanged 8
		SP:Iteration 8Q (151052.670000 sec): 3 clusters
  Score: Raw -100857.042857 + Penalty 2288.743006 = -98568.299851
  nChanged 7
		SP:Iteration 9Q (151052.690000 sec): 3 clusters
  Score: Raw -100862.897609 + Penalty 2288.743006 = -98574.154603
  nChanged 8
		SP:Iteration 10Q (151052.720000 sec): 3 clusters
  Score: Raw -100867.769572 + Penalty 2288.743006 = -98579.026566
  nChanged 5
		SP:Iteration 11Q (151052.750000 sec): 3 clusters
  Score: Raw -100871.457631 + Penalty 2288.743006 = -98582.714625
  nChanged 4
		SP:Iteration 12Q (151052.770000 sec): 3 clusters
  Score: Raw -100875.317415 + Penalty 2288.743006 = -98586.574409
  nChanged 4
		SP:Iteration 13Q (151052.790000 sec): 3 clusters
  Score: Raw -100877.064730 + Penalty 2288.743006 = -98588.321724
  nChanged 3
		SP:Iteration 14Q (151052.820000 sec): 3 clusters
  Score: Raw -100878.232814 + Penalty 2288.743006 = -98589.489809
  nChanged 4
		SP:Iteration 15Q (151052.850000 sec): 3 clusters
  Score: Raw -100879.970137 + Penalty 2288.743006 = -98591.227132
  nChanged 3
		SP:Iteration 16Q (151052.870000 sec): 3 clusters
  Score: Raw -100881.587585 + Penalty 2288.743006 = -98592.844579
  nChanged 5
		SP:Iteration 17Q (151052.900000 sec): 3 clusters
  Score: Raw -100885.788149 + Penalty 2288.743006 = -98597.045143
  nChanged 5
		SP:Iteration 18Q (151052.920000 sec): 3 clusters
  Score: Raw -100888.555957 + Penalty 2288.743006 = -98599.812951
  nChanged 5
		SP:Iteration 19Q (151052.950000 sec): 3 clusters
  Score: Raw -100891.920134 + Penalty 2288.743006 = -98603.177128
  nChanged 9
		SP:Iteration 20F (151052.970000 sec): 3 clusters
  Score: Raw -100898.153746 + Penalty 2288.743006 = -98609.410740
  nChanged 7
		SP:Iteration 21Q (151053.000000 sec): 3 clusters
  Score: Raw -100906.121082 + Penalty 2288.743006 = -98617.378076
  nChanged 6
		SP:Iteration 22Q (151053.030000 sec): 3 clusters
  Score: Raw -100911.510656 + Penalty 2288.743006 = -98622.767651
  nChanged 10
		SP:Iteration 23Q (151053.050000 sec): 3 clusters
  Score: Raw -100921.534438 + Penalty 2288.743006 = -98632.791432
  nChanged 9
		SP:Iteration 24Q (151053.070000 sec): 3 clusters
  Score: Raw -100930.296586 + Penalty 2288.743006 = -98641.553581
  nChanged 10
		SP:Iteration 25Q (151053.100000 sec): 3 clusters
  Score: Raw -100937.919111 + Penalty 2288.743006 = -98649.176105
  nChanged 6
		SP:Iteration 26Q (151053.130000 sec): 3 clusters
  Score: Raw -100946.548231 + Penalty 2288.743006 = -98657.805225
  nChanged 6
		SP:Iteration 27Q (151053.150000 sec): 3 clusters
  Score: Raw -100952.517436 + Penalty 2288.743006 = -98663.774431
  nChanged 5
		SP:Iteration 28Q (151053.180000 sec): 3 clusters
  Score: Raw -100955.713343 + Penalty 2288.743006 = -98666.970338
  nChanged 2
		SP:Iteration 29Q (151053.200000 sec): 3 clusters
  Score: Raw -100957.328103 + Penalty 2288.743006 = -98668.585097
  nChanged 2
		SP:Iteration 30Q (151053.230000 sec): 3 clusters
  Score: Raw -100961.289396 + Penalty 2288.743006 = -98672.546390
  nChanged 4
		SP:Iteration 31Q (151053.250000 sec): 3 clusters
  Score: Raw -100966.649249 + Penalty 2288.743006 = -98677.906243
  nChanged 5
		SP:Iteration 32Q (151053.280000 sec): 3 clusters
  Score: Raw -100970.909769 + Penalty 2288.743006 = -98682.166763
  nChanged 3
		SP:Iteration 33Q (151053.300000 sec): 3 clusters
  Score: Raw -100971.757897 + Penalty 2288.743006 = -98683.014891
  nChanged 1
		SP:Iteration 34Q (151053.330000 sec): 3 clusters
  Score: Raw -100973.208185 + Penalty 2288.743006 = -98684.465180
  nChanged 1
		SP:Iteration 35Q (151053.350000 sec): 3 clusters
  Score: Raw -100973.748311 + Penalty 2288.743006 = -98685.005305
  nChanged 1
		SP:Iteration 36Q (151053.380000 sec): 3 clusters
  Score: Raw -100975.502304 + Penalty 2288.743006 = -98686.759298
  nChanged 3
		SP:Iteration 37Q (151053.410000 sec): 3 clusters
  Score: Raw -100978.486174 + Penalty 2288.743006 = -98689.743168
  nChanged 4
		SP:Iteration 38Q (151053.430000 sec): 3 clusters
  Score: Raw -100982.674038 + Penalty 2288.743006 = -98693.931032
  nChanged 2
		SP:Iteration 39Q (151053.450000 sec): 3 clusters
  Score: Raw -100984.875770 + Penalty 2288.743006 = -98696.132764
  nChanged 3
		SP:Iteration 40F (151053.490000 sec): 3 clusters
  Score: Raw -100987.723447 + Penalty 2288.743006 = -98698.980441
  nChanged 2
		SP:Iteration 41Q (151053.510000 sec): 3 clusters
  Score: Raw -100989.353093 + Penalty 2288.743006 = -98700.610088
  nChanged 4
		SP:Iteration 42Q (151053.540000 sec): 3 clusters
  Score: Raw -100994.431827 + Penalty 2288.743006 = -98705.688821
  nChanged 4
		SP:Iteration 43Q (151053.560000 sec): 3 clusters
  Score: Raw -100997.061437 + Penalty 2288.743006 = -98708.318431
  nChanged 2
		SP:Iteration 44Q (151053.590000 sec): 3 clusters
  Score: Raw -101000.383278 + Penalty 2288.743006 = -98711.640272
  nChanged 4
		SP:Iteration 45Q (151053.610000 sec): 3 clusters
  Score: Raw -101002.751766 + Penalty 2288.743006 = -98714.008760
  nChanged 2
		SP:Iteration 46Q (151053.640000 sec): 3 clusters
  Score: Raw -101003.494259 + Penalty 2288.743006 = -98714.751253
  nChanged 1
		SP:Iteration 47Q (151053.660000 sec): 3 clusters
  Score: Raw -101004.062574 + Penalty 2288.743006 = -98715.319569
  nChanged 5
		SP:Iteration 48Q (151053.680000 sec): 3 clusters
  Score: Raw -101007.356615 + Penalty 2288.743006 = -98718.613609
  nChanged 2
		SP:Iteration 49Q (151053.710000 sec): 3 clusters
  Score: Raw -101008.422121 + Penalty 2288.743006 = -98719.679115
  nChanged 2
		SP:Iteration 50Q (151053.730000 sec): 3 clusters
  Score: Raw -101009.531129 + Penalty 2288.743006 = -98720.788123
  nChanged 0
		SP:Iteration 51F (151053.760000 sec): 3 clusters
  Score: Raw -101009.531129 + Penalty 2288.743006 = -98720.788123
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 100 (6215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151053.880000 sec): 2 clusters
  Score: Raw -531622.001276 + Penalty 1419.392163 = -530202.609113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151054.100000 sec): 3 clusters
  Score: Raw -528301.406099 + Penalty 2838.784326 = -525462.621773
  nChanged 2560
		SP:Iteration 1F (151054.310000 sec): 3 clusters
  Score: Raw -529738.891153 + Penalty 2838.784326 = -526900.106827
  nChanged 466
		SP:Iteration 2F (151054.410000 sec): 3 clusters
  Score: Raw -530054.441445 + Penalty 2838.784326 = -527215.657118
  nChanged 450
		SP:Iteration 3F (151054.510000 sec): 3 clusters
  Score: Raw -530372.956593 + Penalty 2838.784326 = -527534.172267
  nChanged 413
		SP:Iteration 4F (151054.730000 sec): 3 clusters
  Score: Raw -530639.525433 + Penalty 2838.784326 = -527800.741107
  nChanged 346
		SP:Iteration 5F (151054.940000 sec): 3 clusters
  Score: Raw -530819.308677 + Penalty 2838.784326 = -527980.524351
  nChanged 253
		SP:Iteration 6Q (151055.150000 sec): 3 clusters
  Score: Raw -530943.804641 + Penalty 2838.784326 = -528105.020315
  nChanged 193
		SP:Iteration 7Q (151055.250000 sec): 3 clusters
  Score: Raw -531030.621648 + Penalty 2838.784326 = -528191.837322
  nChanged 176
		SP:Iteration 8Q (151055.440000 sec): 3 clusters
  Score: Raw -531114.024720 + Penalty 2838.784326 = -528275.240393
  nChanged 138
		SP:Iteration 9Q (151055.650000 sec): 3 clusters
  Score: Raw -531168.403823 + Penalty 2838.784326 = -528329.619497
  nChanged 115
		SP:Iteration 10Q (151055.870000 sec): 3 clusters
  Score: Raw -531212.714727 + Penalty 2838.784326 = -528373.930401
  nChanged 89
		SP:Iteration 11Q (151056.080000 sec): 3 clusters
  Score: Raw -531250.543757 + Penalty 2838.784326 = -528411.759430
  nChanged 65
		SP:Iteration 12Q (151056.300000 sec): 3 clusters
  Score: Raw -531279.427206 + Penalty 2838.784326 = -528440.642880
  nChanged 76
		SP:Iteration 13Q (151056.510000 sec): 3 clusters
  Score: Raw -531308.736404 + Penalty 2838.784326 = -528469.952078
  nChanged 75
		SP:Iteration 14Q (151056.720000 sec): 3 clusters
  Score: Raw -531334.022953 + Penalty 2838.784326 = -528495.238627
  nChanged 65
		SP:Iteration 15Q (151056.940000 sec): 3 clusters
  Score: Raw -531356.329908 + Penalty 2838.784326 = -528517.545581
  nChanged 58
		SP:Iteration 16Q (151057.140000 sec): 3 clusters
  Score: Raw -531377.294085 + Penalty 2838.784326 = -528538.509759
  nChanged 60
		SP:Iteration 17Q (151057.360000 sec): 3 clusters
  Score: Raw -531401.993727 + Penalty 2838.784326 = -528563.209401
  nChanged 70
		SP:Iteration 18Q (151057.570000 sec): 3 clusters
  Score: Raw -531428.016769 + Penalty 2838.784326 = -528589.232442
  nChanged 69
		SP:Iteration 19Q (151057.780000 sec): 3 clusters
  Score: Raw -531455.285737 + Penalty 2838.784326 = -528616.501411
  nChanged 75
		SP:Iteration 20F (151057.990000 sec): 3 clusters
  Score: Raw -531486.228876 + Penalty 2838.784326 = -528647.444550
  nChanged 74
		SP:Iteration 21Q (151058.200000 sec): 3 clusters
  Score: Raw -531519.122487 + Penalty 2838.784326 = -528680.338160
  nChanged 64
		SP:Iteration 22Q (151058.410000 sec): 3 clusters
  Score: Raw -531545.173334 + Penalty 2838.784326 = -528706.389008
  nChanged 57
		SP:Iteration 23Q (151058.620000 sec): 3 clusters
  Score: Raw -531570.474618 + Penalty 2838.784326 = -528731.690292
  nChanged 61
		SP:Iteration 24Q (151058.830000 sec): 3 clusters
  Score: Raw -531595.958604 + Penalty 2838.784326 = -528757.174278
  nChanged 59
		SP:Iteration 25Q (151059.040000 sec): 3 clusters
  Score: Raw -531624.467577 + Penalty 2838.784326 = -528785.683251
  nChanged 57
		SP:Iteration 26Q (151059.250000 sec): 3 clusters
  Score: Raw -531652.923528 + Penalty 2838.784326 = -528814.139202
  nChanged 49
		SP:Iteration 27Q (151059.420000 sec): 3 clusters
  Score: Raw -531676.875488 + Penalty 2838.784326 = -528838.091162
  nChanged 46
		SP:Iteration 28Q (151059.630000 sec): 3 clusters
  Score: Raw -531702.269776 + Penalty 2838.784326 = -528863.485450
  nChanged 47
		SP:Iteration 29Q (151059.830000 sec): 3 clusters
  Score: Raw -531724.223274 + Penalty 2838.784326 = -528885.438948
  nChanged 36
		SP:Iteration 30Q (151060.040000 sec): 3 clusters
  Score: Raw -531742.169854 + Penalty 2838.784326 = -528903.385528
  nChanged 28
		SP:Iteration 31Q (151060.250000 sec): 3 clusters
  Score: Raw -531755.095002 + Penalty 2838.784326 = -528916.310676
  nChanged 23
		SP:Iteration 32Q (151060.460000 sec): 3 clusters
  Score: Raw -531765.443622 + Penalty 2838.784326 = -528926.659296
  nChanged 20
		SP:Iteration 33Q (151060.670000 sec): 3 clusters
  Score: Raw -531775.541179 + Penalty 2838.784326 = -528936.756852
  nChanged 24
		SP:Iteration 34Q (151060.880000 sec): 3 clusters
  Score: Raw -531783.846677 + Penalty 2838.784326 = -528945.062350
  nChanged 13
		SP:Iteration 35Q (151061.080000 sec): 3 clusters
  Score: Raw -531789.111550 + Penalty 2838.784326 = -528950.327224
  nChanged 11
		SP:Iteration 36Q (151061.290000 sec): 3 clusters
  Score: Raw -531792.697609 + Penalty 2838.784326 = -528953.913282
  nChanged 10
		SP:Iteration 37Q (151061.500000 sec): 3 clusters
  Score: Raw -531797.296645 + Penalty 2838.784326 = -528958.512319
  nChanged 6
		SP:Iteration 38Q (151061.710000 sec): 3 clusters
  Score: Raw -531799.760742 + Penalty 2838.784326 = -528960.976415
  nChanged 5
		SP:Iteration 39Q (151061.920000 sec): 3 clusters
  Score: Raw -531800.516757 + Penalty 2838.784326 = -528961.732431
  nChanged 4
		SP:Iteration 40F (151062.150000 sec): 3 clusters
  Score: Raw -531801.286233 + Penalty 2838.784326 = -528962.501906
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 101 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151062.250000 sec): 2 clusters
  Score: Raw -134279.230268 + Penalty 1174.613123 = -133104.617145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151062.420000 sec): 3 clusters
  Score: Raw -133771.900688 + Penalty 2349.226247 = -131422.674441
  nChanged 445
		SP:Iteration 1F (151062.600000 sec): 3 clusters
  Score: Raw -134097.525203 + Penalty 2349.226247 = -131748.298956
  nChanged 89
		SP:Iteration 2F (151062.780000 sec): 3 clusters
  Score: Raw -134180.768173 + Penalty 2349.226247 = -131831.541926
  nChanged 56
		SP:Iteration 3Q (151062.950000 sec): 3 clusters
  Score: Raw -134228.886200 + Penalty 2349.226247 = -131879.659953
  nChanged 41
		SP:Iteration 4Q (151063.130000 sec): 3 clusters
  Score: Raw -134261.248555 + Penalty 2349.226247 = -131912.022308
  nChanged 24
		SP:Iteration 5Q (151063.300000 sec): 3 clusters
  Score: Raw -134282.947739 + Penalty 2349.226247 = -131933.721493
  nChanged 30
		SP:Iteration 6Q (151063.480000 sec): 3 clusters
  Score: Raw -134304.715638 + Penalty 2349.226247 = -131955.489391
  nChanged 25
		SP:Iteration 7Q (151063.660000 sec): 3 clusters
  Score: Raw -134323.489599 + Penalty 2349.226247 = -131974.263352
  nChanged 14
		SP:Iteration 8Q (151063.830000 sec): 3 clusters
  Score: Raw -134333.653288 + Penalty 2349.226247 = -131984.427041
  nChanged 12
		SP:Iteration 9Q (151064.010000 sec): 3 clusters
  Score: Raw -134343.936939 + Penalty 2349.226247 = -131994.710693
  nChanged 14
		SP:Iteration 10Q (151064.180000 sec): 3 clusters
  Score: Raw -134353.654821 + Penalty 2349.226247 = -132004.428575
  nChanged 7
		SP:Iteration 11Q (151064.360000 sec): 3 clusters
  Score: Raw -134357.680537 + Penalty 2349.226247 = -132008.454290
  nChanged 9
		SP:Iteration 12Q (151064.540000 sec): 3 clusters
  Score: Raw -134362.972333 + Penalty 2349.226247 = -132013.746086
  nChanged 9
		SP:Iteration 13Q (151064.710000 sec): 3 clusters
  Score: Raw -134367.287806 + Penalty 2349.226247 = -132018.061560
  nChanged 4
		SP:Iteration 14Q (151064.890000 sec): 3 clusters
  Score: Raw -134369.377473 + Penalty 2349.226247 = -132020.151226
  nChanged 4
		SP:Iteration 15Q (151065.060000 sec): 3 clusters
  Score: Raw -134371.221719 + Penalty 2349.226247 = -132021.995473
  nChanged 7
		SP:Iteration 16Q (151065.240000 sec): 3 clusters
  Score: Raw -134376.956950 + Penalty 2349.226247 = -132027.730703
  nChanged 7
		SP:Iteration 17Q (151065.420000 sec): 3 clusters
  Score: Raw -134382.200826 + Penalty 2349.226247 = -132032.974579
  nChanged 8
		SP:Iteration 18Q (151065.590000 sec): 3 clusters
  Score: Raw -134390.336442 + Penalty 2349.226247 = -132041.110195
  nChanged 10
		SP:Iteration 19Q (151065.770000 sec): 3 clusters
  Score: Raw -134399.022806 + Penalty 2349.226247 = -132049.796559
  nChanged 7
		SP:Iteration 20F (151065.940000 sec): 3 clusters
  Score: Raw -134404.973404 + Penalty 2349.226247 = -132055.747158
  nChanged 6
		SP:Iteration 21Q (151066.120000 sec): 3 clusters
  Score: Raw -134409.791189 + Penalty 2349.226247 = -132060.564942
  nChanged 4
		SP:Iteration 22Q (151066.300000 sec): 3 clusters
  Score: Raw -134415.494402 + Penalty 2349.226247 = -132066.268155
  nChanged 7
		SP:Iteration 23Q (151066.470000 sec): 3 clusters
  Score: Raw -134422.525600 + Penalty 2349.226247 = -132073.299353
  nChanged 5
		SP:Iteration 24Q (151066.650000 sec): 3 clusters
  Score: Raw -134426.785716 + Penalty 2349.226247 = -132077.559469
  nChanged 5
		SP:Iteration 25Q (151066.820000 sec): 3 clusters
  Score: Raw -134433.415465 + Penalty 2349.226247 = -132084.189218
  nChanged 6
		SP:Iteration 26Q (151067.000000 sec): 3 clusters
  Score: Raw -134441.373062 + Penalty 2349.226247 = -132092.146815
  nChanged 6
		SP:Iteration 27Q (151067.180000 sec): 3 clusters
  Score: Raw -134445.507800 + Penalty 2349.226247 = -132096.281553
  nChanged 2
		SP:Iteration 28Q (151067.350000 sec): 3 clusters
  Score: Raw -134447.118486 + Penalty 2349.226247 = -132097.892239
  nChanged 1
		SP:Iteration 29Q (151067.520000 sec): 3 clusters
  Score: Raw -134448.259787 + Penalty 2349.226247 = -132099.033540
  nChanged 1
		SP:Iteration 30Q (151067.700000 sec): 3 clusters
  Score: Raw -134449.391195 + Penalty 2349.226247 = -132100.164948
  nChanged 1
		SP:Iteration 31Q (151067.880000 sec): 3 clusters
  Score: Raw -134450.028948 + Penalty 2349.226247 = -132100.802702
  nChanged 2
		SP:Iteration 32Q (151068.050000 sec): 3 clusters
  Score: Raw -134450.999267 + Penalty 2349.226247 = -132101.773021
  nChanged 1
		SP:Iteration 33Q (151068.230000 sec): 3 clusters
  Score: Raw -134452.433308 + Penalty 2349.226247 = -132103.207061
  nChanged 1
		SP:Iteration 34Q (151068.400000 sec): 3 clusters
  Score: Raw -134452.881336 + Penalty 2349.226247 = -132103.655089
  nChanged 0
		SP:Iteration 35F (151068.580000 sec): 3 clusters
  Score: Raw -134452.881336 + Penalty 2349.226247 = -132103.655089
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 102 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151068.670000 sec): 2 clusters
  Score: Raw -143340.224199 + Penalty 1217.935263 = -142122.288936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151068.840000 sec): 3 clusters
  Score: Raw -142615.422945 + Penalty 2435.870526 = -140179.552419
  nChanged 604
		SP:Iteration 1F (151069.020000 sec): 3 clusters
  Score: Raw -143032.221230 + Penalty 2435.870526 = -140596.350704
  nChanged 128
		SP:Iteration 2F (151069.240000 sec): 3 clusters
  Score: Raw -143164.085779 + Penalty 2435.870526 = -140728.215253
  nChanged 105
		SP:Iteration 3F (151069.410000 sec): 3 clusters
  Score: Raw -143279.887863 + Penalty 2435.870526 = -140844.017337
  nChanged 86
		SP:Iteration 4Q (151069.570000 sec): 3 clusters
  Score: Raw -143366.744092 + Penalty 2435.870526 = -140930.873566
  nChanged 66
		SP:Iteration 5Q (151069.740000 sec): 3 clusters
  Score: Raw -143427.514821 + Penalty 2435.870526 = -140991.644295
  nChanged 58
		SP:Iteration 6Q (151069.900000 sec): 3 clusters
  Score: Raw -143472.982135 + Penalty 2435.870526 = -141037.111609
  nChanged 42
		SP:Iteration 7Q (151070.060000 sec): 3 clusters
  Score: Raw -143502.747350 + Penalty 2435.870526 = -141066.876824
  nChanged 35
		SP:Iteration 8Q (151070.230000 sec): 3 clusters
  Score: Raw -143531.798122 + Penalty 2435.870526 = -141095.927596
  nChanged 31
		SP:Iteration 9Q (151070.400000 sec): 3 clusters
  Score: Raw -143557.575892 + Penalty 2435.870526 = -141121.705366
  nChanged 32
		SP:Iteration 10Q (151070.480000 sec): 3 clusters
  Score: Raw -143579.691042 + Penalty 2435.870526 = -141143.820516
  nChanged 42
		SP:Iteration 11Q (151070.520000 sec): 3 clusters
  Score: Raw -143610.887582 + Penalty 2435.870526 = -141175.017056
  nChanged 39
		SP:Iteration 12Q (151070.560000 sec): 3 clusters
  Score: Raw -143647.706779 + Penalty 2435.870526 = -141211.836253
  nChanged 36
		SP:Iteration 13Q (151070.600000 sec): 3 clusters
  Score: Raw -143680.290876 + Penalty 2435.870526 = -141244.420349
  nChanged 37
		SP:Iteration 14Q (151070.640000 sec): 3 clusters
  Score: Raw -143711.884638 + Penalty 2435.870526 = -141276.014112
  nChanged 33
		SP:Iteration 15Q (151070.680000 sec): 3 clusters
  Score: Raw -143743.601985 + Penalty 2435.870526 = -141307.731459
  nChanged 31
		SP:Iteration 16Q (151070.720000 sec): 3 clusters
  Score: Raw -143775.552109 + Penalty 2435.870526 = -141339.681583
  nChanged 28
		SP:Iteration 17Q (151070.760000 sec): 3 clusters
  Score: Raw -143808.131582 + Penalty 2435.870526 = -141372.261056
  nChanged 23
		SP:Iteration 18Q (151070.800000 sec): 3 clusters
  Score: Raw -143829.179970 + Penalty 2435.870526 = -141393.309444
  nChanged 23
		SP:Iteration 19Q (151070.840000 sec): 3 clusters
  Score: Raw -143851.912987 + Penalty 2435.870526 = -141416.042461
  nChanged 15
		SP:Iteration 20F (151070.880000 sec): 3 clusters
  Score: Raw -143863.413635 + Penalty 2435.870526 = -141427.543109
  nChanged 5
		SP:Iteration 21Q (151070.920000 sec): 3 clusters
  Score: Raw -143865.931376 + Penalty 2435.870526 = -141430.060850
  nChanged 2
		SP:Iteration 22Q (151070.960000 sec): 3 clusters
  Score: Raw -143866.770680 + Penalty 2435.870526 = -141430.900154
  nChanged 2
		SP:Iteration 23Q (151071.000000 sec): 3 clusters
  Score: Raw -143867.192036 + Penalty 2435.870526 = -141431.321510
  nChanged 0
		SP:Iteration 24F (151071.040000 sec): 3 clusters
  Score: Raw -143867.192036 + Penalty 2435.870526 = -141431.321510
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 103 (3823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151071.110000 sec): 2 clusters
  Score: Raw -276867.191548 + Penalty 1340.428494 = -275526.763054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151071.180000 sec): 3 clusters
  Score: Raw -275051.197189 + Penalty 2680.856988 = -272370.340200
  nChanged 1487
		SP:Iteration 1F (151071.250000 sec): 3 clusters
  Score: Raw -276149.965554 + Penalty 2680.856988 = -273469.108566
  nChanged 376
		SP:Iteration 2F (151071.320000 sec): 3 clusters
  Score: Raw -276548.141251 + Penalty 2680.856988 = -273867.284262
  nChanged 316
		SP:Iteration 3F (151071.400000 sec): 3 clusters
  Score: Raw -276898.861886 + Penalty 2680.856988 = -274218.004898
  nChanged 253
		SP:Iteration 4F (151071.470000 sec): 3 clusters
  Score: Raw -277155.752410 + Penalty 2680.856988 = -274474.895422
  nChanged 200
		SP:Iteration 5F (151071.550000 sec): 3 clusters
  Score: Raw -277317.768898 + Penalty 2680.856988 = -274636.911909
  nChanged 157
		SP:Iteration 6Q (151071.620000 sec): 3 clusters
  Score: Raw -277420.069927 + Penalty 2680.856988 = -274739.212939
  nChanged 118
		SP:Iteration 7Q (151071.700000 sec): 3 clusters
  Score: Raw -277495.557792 + Penalty 2680.856988 = -274814.700804
  nChanged 89
		SP:Iteration 8Q (151071.770000 sec): 3 clusters
  Score: Raw -277546.789306 + Penalty 2680.856988 = -274865.932318
  nChanged 68
		SP:Iteration 9Q (151071.900000 sec): 3 clusters
  Score: Raw -277585.848598 + Penalty 2680.856988 = -274904.991609
  nChanged 60
		SP:Iteration 10Q (151071.980000 sec): 3 clusters
  Score: Raw -277611.934103 + Penalty 2680.856988 = -274931.077114
  nChanged 44
		SP:Iteration 11Q (151072.060000 sec): 3 clusters
  Score: Raw -277632.619314 + Penalty 2680.856988 = -274951.762325
  nChanged 36
		SP:Iteration 12Q (151072.130000 sec): 3 clusters
  Score: Raw -277653.367906 + Penalty 2680.856988 = -274972.510918
  nChanged 31
		SP:Iteration 13Q (151072.210000 sec): 3 clusters
  Score: Raw -277662.786993 + Penalty 2680.856988 = -274981.930005
  nChanged 18
		SP:Iteration 14Q (151072.280000 sec): 3 clusters
  Score: Raw -277668.687452 + Penalty 2680.856988 = -274987.830464
  nChanged 19
		SP:Iteration 15Q (151072.350000 sec): 3 clusters
  Score: Raw -277673.591909 + Penalty 2680.856988 = -274992.734920
  nChanged 17
		SP:Iteration 16Q (151072.430000 sec): 3 clusters
  Score: Raw -277680.912214 + Penalty 2680.856988 = -275000.055226
  nChanged 14
		SP:Iteration 17Q (151072.500000 sec): 3 clusters
  Score: Raw -277684.608165 + Penalty 2680.856988 = -275003.751176
  nChanged 12
		SP:Iteration 18Q (151072.570000 sec): 3 clusters
  Score: Raw -277687.616366 + Penalty 2680.856988 = -275006.759377
  nChanged 9
		SP:Iteration 19Q (151072.650000 sec): 3 clusters
  Score: Raw -277691.423298 + Penalty 2680.856988 = -275010.566310
  nChanged 10
		SP:Iteration 20F (151072.720000 sec): 3 clusters
  Score: Raw -277694.694604 + Penalty 2680.856988 = -275013.837616
  nChanged 8
		SP:Iteration 21Q (151072.800000 sec): 3 clusters
  Score: Raw -277697.060527 + Penalty 2680.856988 = -275016.203539
  nChanged 6
		SP:Iteration 22Q (151072.870000 sec): 3 clusters
  Score: Raw -277698.236579 + Penalty 2680.856988 = -275017.379591
  nChanged 0
		SP:Iteration 23F (151072.940000 sec): 3 clusters
  Score: Raw -277698.236579 + Penalty 2680.856988 = -275017.379591
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 104 (8614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151073.040000 sec): 2 clusters
  Score: Raw -816583.586650 + Penalty 1472.435911 = -815111.150739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151073.190000 sec): 3 clusters
  Score: Raw -811766.933554 + Penalty 2944.871821 = -808822.061732
  nChanged 3662
		SP:Iteration 1F (151073.320000 sec): 3 clusters
  Score: Raw -813748.795668 + Penalty 2944.871821 = -810803.923846
  nChanged 588
		SP:Iteration 2F (151073.430000 sec): 3 clusters
  Score: Raw -814041.569950 + Penalty 2944.871821 = -811096.698129
  nChanged 505
		SP:Iteration 3F (151073.560000 sec): 3 clusters
  Score: Raw -814284.979911 + Penalty 2944.871821 = -811340.108090
  nChanged 482
		SP:Iteration 4F (151073.690000 sec): 3 clusters
  Score: Raw -814517.755870 + Penalty 2944.871821 = -811572.884049
  nChanged 411
		SP:Iteration 5Q (151073.900000 sec): 3 clusters
  Score: Raw -814709.823844 + Penalty 2944.871821 = -811764.952023
  nChanged 366
		SP:Iteration 6Q (151074.140000 sec): 3 clusters
  Score: Raw -814875.164119 + Penalty 2944.871821 = -811930.292297
  nChanged 328
		SP:Iteration 7Q (151074.300000 sec): 3 clusters
  Score: Raw -815020.315592 + Penalty 2944.871821 = -812075.443771
  nChanged 301
		SP:Iteration 8Q (151074.480000 sec): 3 clusters
  Score: Raw -815155.371401 + Penalty 2944.871821 = -812210.499580
  nChanged 287
		SP:Iteration 9Q (151074.610000 sec): 3 clusters
  Score: Raw -815300.679163 + Penalty 2944.871821 = -812355.807342
  nChanged 303
		SP:Iteration 10Q (151074.740000 sec): 3 clusters
  Score: Raw -815454.022097 + Penalty 2944.871821 = -812509.150276
  nChanged 282
		SP:Iteration 11Q (151074.880000 sec): 3 clusters
  Score: Raw -815609.330544 + Penalty 2944.871821 = -812664.458722
  nChanged 276
		SP:Iteration 12Q (151075.020000 sec): 3 clusters
  Score: Raw -815762.924348 + Penalty 2944.871821 = -812818.052526
  nChanged 260
		SP:Iteration 13Q (151075.230000 sec): 3 clusters
  Score: Raw -815909.550992 + Penalty 2944.871821 = -812964.679171
  nChanged 234
		SP:Iteration 14Q (151075.420000 sec): 3 clusters
  Score: Raw -816036.378618 + Penalty 2944.871821 = -813091.506797
  nChanged 194
		SP:Iteration 15Q (151075.600000 sec): 3 clusters
  Score: Raw -816148.207459 + Penalty 2944.871821 = -813203.335638
  nChanged 179
		SP:Iteration 16Q (151075.730000 sec): 3 clusters
  Score: Raw -816257.609725 + Penalty 2944.871821 = -813312.737904
  nChanged 146
		SP:Iteration 17Q (151075.930000 sec): 3 clusters
  Score: Raw -816345.459764 + Penalty 2944.871821 = -813400.587943
  nChanged 112
		SP:Iteration 18Q (151076.120000 sec): 3 clusters
  Score: Raw -816411.846008 + Penalty 2944.871821 = -813466.974187
  nChanged 82
		SP:Iteration 19Q (151076.320000 sec): 3 clusters
  Score: Raw -816467.838676 + Penalty 2944.871821 = -813522.966855
  nChanged 83
		SP:Iteration 20F (151076.510000 sec): 3 clusters
  Score: Raw -816516.900606 + Penalty 2944.871821 = -813572.028785
  nChanged 60
		SP:Iteration 21Q (151076.710000 sec): 3 clusters
  Score: Raw -816551.408651 + Penalty 2944.871821 = -813606.536830
  nChanged 50
		SP:Iteration 22Q (151076.900000 sec): 3 clusters
  Score: Raw -816582.384789 + Penalty 2944.871821 = -813637.512968
  nChanged 43
		SP:Iteration 23Q (151077.100000 sec): 3 clusters
  Score: Raw -816610.551364 + Penalty 2944.871821 = -813665.679543
  nChanged 42
		SP:Iteration 24Q (151077.290000 sec): 3 clusters
  Score: Raw -816639.434574 + Penalty 2944.871821 = -813694.562752
  nChanged 35
		SP:Iteration 25Q (151077.480000 sec): 3 clusters
  Score: Raw -816661.088581 + Penalty 2944.871821 = -813716.216760
  nChanged 27
		SP:Iteration 26Q (151077.680000 sec): 3 clusters
  Score: Raw -816679.089281 + Penalty 2944.871821 = -813734.217460
  nChanged 16
		SP:Iteration 27Q (151077.880000 sec): 3 clusters
  Score: Raw -816686.035149 + Penalty 2944.871821 = -813741.163327
  nChanged 7
		SP:Iteration 28Q (151078.070000 sec): 3 clusters
  Score: Raw -816690.798285 + Penalty 2944.871821 = -813745.926464
  nChanged 9
		SP:Iteration 29Q (151078.270000 sec): 3 clusters
  Score: Raw -816695.944465 + Penalty 2944.871821 = -813751.072643
  nChanged 11
		SP:Iteration 30Q (151078.460000 sec): 3 clusters
  Score: Raw -816702.357796 + Penalty 2944.871821 = -813757.485974
  nChanged 11
		SP:Iteration 31Q (151078.660000 sec): 3 clusters
  Score: Raw -816711.405831 + Penalty 2944.871821 = -813766.534009
  nChanged 12
		SP:Iteration 32Q (151078.860000 sec): 3 clusters
  Score: Raw -816722.579831 + Penalty 2944.871821 = -813777.708009
  nChanged 13
		SP:Iteration 33Q (151079.050000 sec): 3 clusters
  Score: Raw -816731.151595 + Penalty 2944.871821 = -813786.279774
  nChanged 11
		SP:Iteration 34Q (151079.240000 sec): 3 clusters
  Score: Raw -816737.885314 + Penalty 2944.871821 = -813793.013493
  nChanged 5
		SP:Iteration 35Q (151079.440000 sec): 3 clusters
  Score: Raw -816742.630190 + Penalty 2944.871821 = -813797.758369
  nChanged 7
		SP:Iteration 36Q (151079.630000 sec): 3 clusters
  Score: Raw -816747.628257 + Penalty 2944.871821 = -813802.756435
  nChanged 8
		SP:Iteration 37Q (151079.820000 sec): 3 clusters
  Score: Raw -816752.564890 + Penalty 2944.871821 = -813807.693069
  nChanged 5
		SP:Iteration 38Q (151080.070000 sec): 3 clusters
  Score: Raw -816756.033531 + Penalty 2944.871821 = -813811.161710
  nChanged 1
		SP:Iteration 39Q (151080.260000 sec): 3 clusters
  Score: Raw -816756.779177 + Penalty 2944.871821 = -813811.907356
  nChanged 3
		SP:Iteration 40F (151080.450000 sec): 3 clusters
  Score: Raw -816759.515522 + Penalty 2944.871821 = -813814.643701
  nChanged 2
		SP:Iteration 41Q (151080.650000 sec): 3 clusters
  Score: Raw -816761.111766 + Penalty 2944.871821 = -813816.239945
  nChanged 3
		SP:Iteration 42Q (151080.840000 sec): 3 clusters
  Score: Raw -816763.375880 + Penalty 2944.871821 = -813818.504059
  nChanged 2
		SP:Iteration 43Q (151081.040000 sec): 3 clusters
  Score: Raw -816763.970532 + Penalty 2944.871821 = -813819.098711
  nChanged 1
		SP:Iteration 44Q (151081.230000 sec): 3 clusters
  Score: Raw -816764.419729 + Penalty 2944.871821 = -813819.547908
  nChanged 0
		SP:Iteration 45F (151081.430000 sec): 3 clusters
  Score: Raw -816764.419729 + Penalty 2944.871821 = -813819.547908
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 105 (3514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151081.520000 sec): 2 clusters
  Score: Raw -274874.738983 + Penalty 1326.732919 = -273548.006064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151081.700000 sec): 3 clusters
  Score: Raw -273197.674992 + Penalty 2653.465837 = -270544.209154
  nChanged 1368
		SP:Iteration 1F (151081.880000 sec): 3 clusters
  Score: Raw -274047.432538 + Penalty 2653.465837 = -271393.966701
  nChanged 293
		SP:Iteration 2F (151082.050000 sec): 3 clusters
  Score: Raw -274283.434839 + Penalty 2653.465837 = -271629.969002
  nChanged 243
		SP:Iteration 3F (151082.230000 sec): 3 clusters
  Score: Raw -274494.689786 + Penalty 2653.465837 = -271841.223949
  nChanged 199
		SP:Iteration 4F (151082.400000 sec): 3 clusters
  Score: Raw -274689.002526 + Penalty 2653.465837 = -272035.536688
  nChanged 180
		SP:Iteration 5F (151082.580000 sec): 3 clusters
  Score: Raw -274890.339944 + Penalty 2653.465837 = -272236.874107
  nChanged 189
		SP:Iteration 6F (151082.760000 sec): 3 clusters
  Score: Raw -275072.960292 + Penalty 2653.465837 = -272419.494454
  nChanged 145
		SP:Iteration 7Q (151082.930000 sec): 3 clusters
  Score: Raw -275220.031664 + Penalty 2653.465837 = -272566.565826
  nChanged 117
		SP:Iteration 8Q (151083.110000 sec): 3 clusters
  Score: Raw -275339.968003 + Penalty 2653.465837 = -272686.502166
  nChanged 108
		SP:Iteration 9Q (151083.280000 sec): 3 clusters
  Score: Raw -275423.875830 + Penalty 2653.465837 = -272770.409992
  nChanged 86
		SP:Iteration 10Q (151083.460000 sec): 3 clusters
  Score: Raw -275478.085437 + Penalty 2653.465837 = -272824.619600
  nChanged 56
		SP:Iteration 11Q (151083.640000 sec): 3 clusters
  Score: Raw -275510.482722 + Penalty 2653.465837 = -272857.016884
  nChanged 46
		SP:Iteration 12Q (151083.810000 sec): 3 clusters
  Score: Raw -275540.431528 + Penalty 2653.465837 = -272886.965690
  nChanged 41
		SP:Iteration 13Q (151083.990000 sec): 3 clusters
  Score: Raw -275563.410878 + Penalty 2653.465837 = -272909.945041
  nChanged 28
		SP:Iteration 14Q (151084.160000 sec): 3 clusters
  Score: Raw -275577.938388 + Penalty 2653.465837 = -272924.472551
  nChanged 26
		SP:Iteration 15Q (151084.340000 sec): 3 clusters
  Score: Raw -275593.157380 + Penalty 2653.465837 = -272939.691543
  nChanged 28
		SP:Iteration 16Q (151084.520000 sec): 3 clusters
  Score: Raw -275608.059289 + Penalty 2653.465837 = -272954.593452
  nChanged 25
		SP:Iteration 17Q (151084.690000 sec): 3 clusters
  Score: Raw -275619.723645 + Penalty 2653.465837 = -272966.257808
  nChanged 21
		SP:Iteration 18Q (151084.870000 sec): 3 clusters
  Score: Raw -275630.874896 + Penalty 2653.465837 = -272977.409059
  nChanged 29
		SP:Iteration 19Q (151085.040000 sec): 3 clusters
  Score: Raw -275643.590618 + Penalty 2653.465837 = -272990.124780
  nChanged 29
		SP:Iteration 20F (151085.220000 sec): 3 clusters
  Score: Raw -275657.797847 + Penalty 2653.465837 = -273004.332010
  nChanged 23
		SP:Iteration 21Q (151085.390000 sec): 3 clusters
  Score: Raw -275674.092125 + Penalty 2653.465837 = -273020.626287
  nChanged 32
		SP:Iteration 22Q (151085.570000 sec): 3 clusters
  Score: Raw -275699.710267 + Penalty 2653.465837 = -273046.244430
  nChanged 34
		SP:Iteration 23Q (151085.740000 sec): 3 clusters
  Score: Raw -275724.549556 + Penalty 2653.465837 = -273071.083719
  nChanged 41
		SP:Iteration 24Q (151085.920000 sec): 3 clusters
  Score: Raw -275758.962941 + Penalty 2653.465837 = -273105.497104
  nChanged 35
		SP:Iteration 25Q (151086.100000 sec): 3 clusters
  Score: Raw -275797.210406 + Penalty 2653.465837 = -273143.744568
  nChanged 34
		SP:Iteration 26Q (151086.270000 sec): 3 clusters
  Score: Raw -275840.043212 + Penalty 2653.465837 = -273186.577375
  nChanged 44
		SP:Iteration 27Q (151086.450000 sec): 3 clusters
  Score: Raw -275900.930757 + Penalty 2653.465837 = -273247.464920
  nChanged 44
		SP:Iteration 28Q (151086.620000 sec): 3 clusters
  Score: Raw -275949.956187 + Penalty 2653.465837 = -273296.490349
  nChanged 34
		SP:Iteration 29Q (151086.800000 sec): 3 clusters
  Score: Raw -275975.381306 + Penalty 2653.465837 = -273321.915469
  nChanged 19
		SP:Iteration 30Q (151086.980000 sec): 3 clusters
  Score: Raw -275987.410761 + Penalty 2653.465837 = -273333.944923
  nChanged 17
		SP:Iteration 31Q (151087.150000 sec): 3 clusters
  Score: Raw -275997.906649 + Penalty 2653.465837 = -273344.440811
  nChanged 10
		SP:Iteration 32Q (151087.330000 sec): 3 clusters
  Score: Raw -276001.821698 + Penalty 2653.465837 = -273348.355860
  nChanged 4
		SP:Iteration 33Q (151087.500000 sec): 3 clusters
  Score: Raw -276003.108524 + Penalty 2653.465837 = -273349.642686
  nChanged 3
		SP:Iteration 34Q (151087.680000 sec): 3 clusters
  Score: Raw -276004.023195 + Penalty 2653.465837 = -273350.557358
  nChanged 2
		SP:Iteration 35Q (151087.860000 sec): 3 clusters
  Score: Raw -276004.656345 + Penalty 2653.465837 = -273351.190508
  nChanged 2
		SP:Iteration 36Q (151088.030000 sec): 3 clusters
  Score: Raw -276004.982094 + Penalty 2653.465837 = -273351.516257
  nChanged 1
		SP:Iteration 37Q (151088.210000 sec): 3 clusters
  Score: Raw -276005.209697 + Penalty 2653.465837 = -273351.743860
  nChanged 0
		SP:Iteration 38F (151088.390000 sec): 3 clusters
  Score: Raw -276005.209697 + Penalty 2653.465837 = -273351.743860
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 106 (6066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151088.500000 sec): 2 clusters
  Score: Raw -494114.732323 + Penalty 1415.448887 = -492699.283436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151088.670000 sec): 3 clusters
  Score: Raw -490872.863990 + Penalty 2830.897774 = -488041.966216
  nChanged 2565
		SP:Iteration 1F (151088.840000 sec): 3 clusters
  Score: Raw -492551.647167 + Penalty 2830.897774 = -489720.749393
  nChanged 577
		SP:Iteration 2F (151089.010000 sec): 3 clusters
  Score: Raw -493152.923097 + Penalty 2830.897774 = -490322.025323
  nChanged 506
		SP:Iteration 3F (151089.180000 sec): 3 clusters
  Score: Raw -493649.028260 + Penalty 2830.897774 = -490818.130487
  nChanged 452
		SP:Iteration 4F (151089.350000 sec): 3 clusters
  Score: Raw -494008.179611 + Penalty 2830.897774 = -491177.281837
  nChanged 320
		SP:Iteration 5F (151089.510000 sec): 3 clusters
  Score: Raw -494213.962057 + Penalty 2830.897774 = -491383.064284
  nChanged 223
		SP:Iteration 6Q (151089.680000 sec): 3 clusters
  Score: Raw -494339.328780 + Penalty 2830.897774 = -491508.431006
  nChanged 165
		SP:Iteration 7Q (151089.890000 sec): 3 clusters
  Score: Raw -494415.591804 + Penalty 2830.897774 = -491584.694030
  nChanged 127
		SP:Iteration 8Q (151090.060000 sec): 3 clusters
  Score: Raw -494470.587155 + Penalty 2830.897774 = -491639.689382
  nChanged 108
		SP:Iteration 9Q (151090.230000 sec): 3 clusters
  Score: Raw -494511.902419 + Penalty 2830.897774 = -491681.004645
  nChanged 85
		SP:Iteration 10Q (151090.400000 sec): 3 clusters
  Score: Raw -494544.538994 + Penalty 2830.897774 = -491713.641221
  nChanged 72
		SP:Iteration 11Q (151090.570000 sec): 3 clusters
  Score: Raw -494569.500733 + Penalty 2830.897774 = -491738.602960
  nChanged 61
		SP:Iteration 12Q (151090.730000 sec): 3 clusters
  Score: Raw -494586.877757 + Penalty 2830.897774 = -491755.979984
  nChanged 48
		SP:Iteration 13Q (151090.900000 sec): 3 clusters
  Score: Raw -494603.747969 + Penalty 2830.897774 = -491772.850195
  nChanged 42
		SP:Iteration 14Q (151091.070000 sec): 3 clusters
  Score: Raw -494619.965675 + Penalty 2830.897774 = -491789.067902
  nChanged 45
		SP:Iteration 15Q (151091.260000 sec): 3 clusters
  Score: Raw -494640.027623 + Penalty 2830.897774 = -491809.129850
  nChanged 43
		SP:Iteration 16Q (151091.430000 sec): 3 clusters
  Score: Raw -494655.877574 + Penalty 2830.897774 = -491824.979800
  nChanged 43
		SP:Iteration 17Q (151091.530000 sec): 3 clusters
  Score: Raw -494670.373259 + Penalty 2830.897774 = -491839.475485
  nChanged 28
		SP:Iteration 18Q (151091.730000 sec): 3 clusters
  Score: Raw -494679.250676 + Penalty 2830.897774 = -491848.352902
  nChanged 26
		SP:Iteration 19Q (151091.910000 sec): 3 clusters
  Score: Raw -494683.388174 + Penalty 2830.897774 = -491852.490401
  nChanged 13
		SP:Iteration 20F (151092.080000 sec): 3 clusters
  Score: Raw -494685.869591 + Penalty 2830.897774 = -491854.971817
  nChanged 13
		SP:Iteration 21Q (151092.250000 sec): 3 clusters
  Score: Raw -494687.964100 + Penalty 2830.897774 = -491857.066326
  nChanged 9
		SP:Iteration 22Q (151092.410000 sec): 3 clusters
  Score: Raw -494689.128694 + Penalty 2830.897774 = -491858.230920
  nChanged 11
		SP:Iteration 23Q (151092.580000 sec): 3 clusters
  Score: Raw -494690.747395 + Penalty 2830.897774 = -491859.849621
  nChanged 14
		SP:Iteration 24Q (151092.750000 sec): 3 clusters
  Score: Raw -494692.860814 + Penalty 2830.897774 = -491861.963040
  nChanged 11
		SP:Iteration 25Q (151092.920000 sec): 3 clusters
  Score: Raw -494695.767554 + Penalty 2830.897774 = -491864.869781
  nChanged 18
		SP:Iteration 26Q (151093.090000 sec): 3 clusters
  Score: Raw -494700.323563 + Penalty 2830.897774 = -491869.425789
  nChanged 19
		SP:Iteration 27Q (151093.260000 sec): 3 clusters
  Score: Raw -494705.327783 + Penalty 2830.897774 = -491874.430010
  nChanged 32
		SP:Iteration 28Q (151093.430000 sec): 3 clusters
  Score: Raw -494711.718987 + Penalty 2830.897774 = -491880.821214
  nChanged 19
		SP:Iteration 29Q (151093.590000 sec): 3 clusters
  Score: Raw -494715.500513 + Penalty 2830.897774 = -491884.602740
  nChanged 16
		SP:Iteration 30Q (151093.770000 sec): 3 clusters
  Score: Raw -494718.213897 + Penalty 2830.897774 = -491887.316123
  nChanged 15
		SP:Iteration 31Q (151093.930000 sec): 3 clusters
  Score: Raw -494720.610159 + Penalty 2830.897774 = -491889.712385
  nChanged 10
		SP:Iteration 32Q (151094.100000 sec): 3 clusters
  Score: Raw -494722.525588 + Penalty 2830.897774 = -491891.627814
  nChanged 8
		SP:Iteration 33Q (151094.300000 sec): 3 clusters
  Score: Raw -494724.132949 + Penalty 2830.897774 = -491893.235175
  nChanged 7
		SP:Iteration 34Q (151094.450000 sec): 3 clusters
  Score: Raw -494725.141058 + Penalty 2830.897774 = -491894.243284
  nChanged 5
		SP:Iteration 35Q (151094.610000 sec): 3 clusters
  Score: Raw -494725.808640 + Penalty 2830.897774 = -491894.910867
  nChanged 2
		SP:Iteration 36Q (151094.760000 sec): 3 clusters
  Score: Raw -494726.203534 + Penalty 2830.897774 = -491895.305760
  nChanged 2
		SP:Iteration 37Q (151094.910000 sec): 3 clusters
  Score: Raw -494726.586670 + Penalty 2830.897774 = -491895.688897
  nChanged 1
		SP:Iteration 38Q (151095.070000 sec): 3 clusters
  Score: Raw -494726.697587 + Penalty 2830.897774 = -491895.799813
  nChanged 1
		SP:Iteration 39Q (151095.220000 sec): 3 clusters
  Score: Raw -494726.820424 + Penalty 2830.897774 = -491895.922651
  nChanged 0
		SP:Iteration 40F (151095.380000 sec): 3 clusters
  Score: Raw -494726.820424 + Penalty 2830.897774 = -491895.922651
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 107 (771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151095.460000 sec): 2 clusters
  Score: Raw -59206.078098 + Penalty 1080.249361 = -58125.828737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151095.640000 sec): 3 clusters
  Score: Raw -59084.715993 + Penalty 2160.498721 = -56924.217272
  nChanged 220
		SP:Iteration 1F (151095.810000 sec): 3 clusters
  Score: Raw -59368.795502 + Penalty 2160.498721 = -57208.296781
  nChanged 61
		SP:Iteration 2F (151095.990000 sec): 3 clusters
  Score: Raw -59485.049959 + Penalty 2160.498721 = -57324.551238
  nChanged 41
		SP:Iteration 3F (151096.170000 sec): 3 clusters
  Score: Raw -59574.390542 + Penalty 2160.498721 = -57413.891820
  nChanged 32
		SP:Iteration 4Q (151096.340000 sec): 3 clusters
  Score: Raw -59662.766227 + Penalty 2160.498721 = -57502.267506
  nChanged 30
		SP:Iteration 5Q (151096.520000 sec): 3 clusters
  Score: Raw -59731.928400 + Penalty 2160.498721 = -57571.429679
  nChanged 21
		SP:Iteration 6Q (151096.690000 sec): 3 clusters
  Score: Raw -59766.919664 + Penalty 2160.498721 = -57606.420942
  nChanged 23
		SP:Iteration 7Q (151096.870000 sec): 3 clusters
  Score: Raw -59798.719365 + Penalty 2160.498721 = -57638.220644
  nChanged 19
		SP:Iteration 8Q (151097.050000 sec): 3 clusters
  Score: Raw -59838.467642 + Penalty 2160.498721 = -57677.968921
  nChanged 22
		SP:Iteration 9Q (151097.220000 sec): 3 clusters
  Score: Raw -59874.606843 + Penalty 2160.498721 = -57714.108122
  nChanged 16
		SP:Iteration 10Q (151097.400000 sec): 3 clusters
  Score: Raw -59910.568484 + Penalty 2160.498721 = -57750.069762
  nChanged 17
		SP:Iteration 11Q (151097.570000 sec): 3 clusters
  Score: Raw -59943.336849 + Penalty 2160.498721 = -57782.838128
  nChanged 12
		SP:Iteration 12Q (151097.750000 sec): 3 clusters
  Score: Raw -59961.473530 + Penalty 2160.498721 = -57800.974808
  nChanged 4
		SP:Iteration 13Q (151097.930000 sec): 3 clusters
  Score: Raw -59967.988768 + Penalty 2160.498721 = -57807.490046
  nChanged 1
		SP:Iteration 14Q (151098.140000 sec): 3 clusters
  Score: Raw -59970.549092 + Penalty 2160.498721 = -57810.050370
  nChanged 3
		SP:Iteration 15Q (151098.260000 sec): 3 clusters
  Score: Raw -59975.519975 + Penalty 2160.498721 = -57815.021254
  nChanged 2
		SP:Iteration 16Q (151098.440000 sec): 3 clusters
  Score: Raw -59977.862222 + Penalty 2160.498721 = -57817.363500
  nChanged 1
		SP:Iteration 17Q (151098.610000 sec): 3 clusters
  Score: Raw -59978.937818 + Penalty 2160.498721 = -57818.439097
  nChanged 1
		SP:Iteration 18Q (151098.790000 sec): 3 clusters
  Score: Raw -59980.438064 + Penalty 2160.498721 = -57819.939342
  nChanged 3
		SP:Iteration 19Q (151098.960000 sec): 3 clusters
  Score: Raw -59988.574605 + Penalty 2160.498721 = -57828.075883
  nChanged 1
		SP:Iteration 20F (151099.140000 sec): 3 clusters
  Score: Raw -59992.761268 + Penalty 2160.498721 = -57832.262546
  nChanged 4
		SP:Iteration 21Q (151099.310000 sec): 3 clusters
  Score: Raw -60002.315881 + Penalty 2160.498721 = -57841.817160
  nChanged 1
		SP:Iteration 22Q (151099.490000 sec): 3 clusters
  Score: Raw -60002.896958 + Penalty 2160.498721 = -57842.398237
  nChanged 1
		SP:Iteration 23Q (151099.670000 sec): 3 clusters
  Score: Raw -60003.808049 + Penalty 2160.498721 = -57843.309328
  nChanged 1
		SP:Iteration 24Q (151099.840000 sec): 3 clusters
  Score: Raw -60005.595019 + Penalty 2160.498721 = -57845.096297
  nChanged 0
		SP:Iteration 25F (151100.020000 sec): 3 clusters
  Score: Raw -60005.595019 + Penalty 2160.498721 = -57845.096297
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 108 (5203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151100.150000 sec): 2 clusters
  Score: Raw -438765.678965 + Penalty 1390.510982 = -437375.167982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151100.320000 sec): 3 clusters
  Score: Raw -436021.783647 + Penalty 2781.021965 = -433240.761682
  nChanged 2125
		SP:Iteration 1F (151100.490000 sec): 3 clusters
  Score: Raw -437330.163883 + Penalty 2781.021965 = -434549.141918
  nChanged 438
		SP:Iteration 2F (151100.670000 sec): 3 clusters
  Score: Raw -437629.567929 + Penalty 2781.021965 = -434848.545964
  nChanged 329
		SP:Iteration 3F (151100.840000 sec): 3 clusters
  Score: Raw -437842.725864 + Penalty 2781.021965 = -435061.703899
  nChanged 265
		SP:Iteration 4F (151101.020000 sec): 3 clusters
  Score: Raw -438030.795826 + Penalty 2781.021965 = -435249.773861
  nChanged 239
		SP:Iteration 5Q (151101.190000 sec): 3 clusters
  Score: Raw -438189.720473 + Penalty 2781.021965 = -435408.698508
  nChanged 210
		SP:Iteration 6Q (151101.370000 sec): 3 clusters
  Score: Raw -438338.076930 + Penalty 2781.021965 = -435557.054965
  nChanged 210
		SP:Iteration 7Q (151101.540000 sec): 3 clusters
  Score: Raw -438491.636611 + Penalty 2781.021965 = -435710.614646
  nChanged 193
		SP:Iteration 8Q (151101.720000 sec): 3 clusters
  Score: Raw -438646.487969 + Penalty 2781.021965 = -435865.466004
  nChanged 178
		SP:Iteration 9Q (151101.890000 sec): 3 clusters
  Score: Raw -438786.268914 + Penalty 2781.021965 = -436005.246949
  nChanged 137
		SP:Iteration 10Q (151102.070000 sec): 3 clusters
  Score: Raw -438894.931034 + Penalty 2781.021965 = -436113.909069
  nChanged 111
		SP:Iteration 11Q (151102.240000 sec): 3 clusters
  Score: Raw -438969.492326 + Penalty 2781.021965 = -436188.470362
  nChanged 92
		SP:Iteration 12Q (151102.420000 sec): 3 clusters
  Score: Raw -439022.075221 + Penalty 2781.021965 = -436241.053257
  nChanged 70
		SP:Iteration 13Q (151102.590000 sec): 3 clusters
  Score: Raw -439057.929600 + Penalty 2781.021965 = -436276.907635
  nChanged 60
		SP:Iteration 14Q (151102.770000 sec): 3 clusters
  Score: Raw -439084.164198 + Penalty 2781.021965 = -436303.142233
  nChanged 35
		SP:Iteration 15Q (151102.980000 sec): 3 clusters
  Score: Raw -439099.693246 + Penalty 2781.021965 = -436318.671281
  nChanged 33
		SP:Iteration 16Q (151103.160000 sec): 3 clusters
  Score: Raw -439115.552801 + Penalty 2781.021965 = -436334.530836
  nChanged 28
		SP:Iteration 17Q (151103.330000 sec): 3 clusters
  Score: Raw -439127.456546 + Penalty 2781.021965 = -436346.434581
  nChanged 23
		SP:Iteration 18Q (151103.510000 sec): 3 clusters
  Score: Raw -439135.856766 + Penalty 2781.021965 = -436354.834801
  nChanged 20
		SP:Iteration 19Q (151103.680000 sec): 3 clusters
  Score: Raw -439143.139961 + Penalty 2781.021965 = -436362.117996
  nChanged 14
		SP:Iteration 20F (151103.860000 sec): 3 clusters
  Score: Raw -439149.327825 + Penalty 2781.021965 = -436368.305860
  nChanged 15
		SP:Iteration 21Q (151104.030000 sec): 3 clusters
  Score: Raw -439158.339046 + Penalty 2781.021965 = -436377.317081
  nChanged 19
		SP:Iteration 22Q (151104.210000 sec): 3 clusters
  Score: Raw -439169.942453 + Penalty 2781.021965 = -436388.920488
  nChanged 21
		SP:Iteration 23Q (151104.380000 sec): 3 clusters
  Score: Raw -439181.251333 + Penalty 2781.021965 = -436400.229368
  nChanged 18
		SP:Iteration 24Q (151104.550000 sec): 3 clusters
  Score: Raw -439193.431155 + Penalty 2781.021965 = -436412.409191
  nChanged 23
		SP:Iteration 25Q (151104.730000 sec): 3 clusters
  Score: Raw -439203.260247 + Penalty 2781.021965 = -436422.238283
  nChanged 12
		SP:Iteration 26Q (151104.910000 sec): 3 clusters
  Score: Raw -439207.795838 + Penalty 2781.021965 = -436426.773873
  nChanged 10
		SP:Iteration 27Q (151105.080000 sec): 3 clusters
  Score: Raw -439213.318751 + Penalty 2781.021965 = -436432.296786
  nChanged 10
		SP:Iteration 28Q (151105.250000 sec): 3 clusters
  Score: Raw -439218.995737 + Penalty 2781.021965 = -436437.973772
  nChanged 13
		SP:Iteration 29Q (151105.430000 sec): 3 clusters
  Score: Raw -439226.521308 + Penalty 2781.021965 = -436445.499343
  nChanged 21
		SP:Iteration 30Q (151105.600000 sec): 3 clusters
  Score: Raw -439244.836013 + Penalty 2781.021965 = -436463.814048
  nChanged 32
		SP:Iteration 31Q (151105.780000 sec): 3 clusters
  Score: Raw -439269.378196 + Penalty 2781.021965 = -436488.356231
  nChanged 31
		SP:Iteration 32Q (151105.950000 sec): 3 clusters
  Score: Raw -439295.607999 + Penalty 2781.021965 = -436514.586034
  nChanged 30
		SP:Iteration 33Q (151106.130000 sec): 3 clusters
  Score: Raw -439319.130463 + Penalty 2781.021965 = -436538.108498
  nChanged 23
		SP:Iteration 34Q (151106.300000 sec): 3 clusters
  Score: Raw -439338.072330 + Penalty 2781.021965 = -436557.050365
  nChanged 22
		SP:Iteration 35Q (151106.480000 sec): 3 clusters
  Score: Raw -439352.640797 + Penalty 2781.021965 = -436571.618832
  nChanged 20
		SP:Iteration 36Q (151106.650000 sec): 3 clusters
  Score: Raw -439363.930248 + Penalty 2781.021965 = -436582.908283
  nChanged 29
		SP:Iteration 37Q (151106.830000 sec): 3 clusters
  Score: Raw -439382.613277 + Penalty 2781.021965 = -436601.591312
  nChanged 17
		SP:Iteration 38Q (151107.000000 sec): 3 clusters
  Score: Raw -439396.065647 + Penalty 2781.021965 = -436615.043682
  nChanged 21
		SP:Iteration 39Q (151107.170000 sec): 3 clusters
  Score: Raw -439410.484899 + Penalty 2781.021965 = -436629.462934
  nChanged 22
		SP:Iteration 40F (151107.370000 sec): 3 clusters
  Score: Raw -439428.250192 + Penalty 2781.021965 = -436647.228227
  nChanged 18
		SP:Iteration 41Q (151107.570000 sec): 3 clusters
  Score: Raw -439436.315830 + Penalty 2781.021965 = -436655.293865
  nChanged 12
		SP:Iteration 42Q (151107.740000 sec): 3 clusters
  Score: Raw -439440.183344 + Penalty 2781.021965 = -436659.161379
  nChanged 6
		SP:Iteration 43Q (151107.920000 sec): 3 clusters
  Score: Raw -439442.582580 + Penalty 2781.021965 = -436661.560615
  nChanged 7
		SP:Iteration 44Q (151108.090000 sec): 3 clusters
  Score: Raw -439445.954980 + Penalty 2781.021965 = -436664.933015
  nChanged 9
		SP:Iteration 45Q (151108.270000 sec): 3 clusters
  Score: Raw -439449.988771 + Penalty 2781.021965 = -436668.966806
  nChanged 9
		SP:Iteration 46Q (151108.440000 sec): 3 clusters
  Score: Raw -439455.219653 + Penalty 2781.021965 = -436674.197688
  nChanged 9
		SP:Iteration 47Q (151108.620000 sec): 3 clusters
  Score: Raw -439458.330746 + Penalty 2781.021965 = -436677.308781
  nChanged 5
		SP:Iteration 48Q (151108.790000 sec): 3 clusters
  Score: Raw -439459.815275 + Penalty 2781.021965 = -436678.793310
  nChanged 4
		SP:Iteration 49Q (151108.970000 sec): 3 clusters
  Score: Raw -439460.997396 + Penalty 2781.021965 = -436679.975431
  nChanged 3
		SP:Iteration 50Q (151109.140000 sec): 3 clusters
  Score: Raw -439461.951209 + Penalty 2781.021965 = -436680.929244
  nChanged 3
		SP:Iteration 51Q (151109.330000 sec): 3 clusters
  Score: Raw -439463.182779 + Penalty 2781.021965 = -436682.160814
  nChanged 0
		SP:Iteration 52F (151109.490000 sec): 3 clusters
  Score: Raw -439463.182779 + Penalty 2781.021965 = -436682.160814
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 109 (8123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151109.620000 sec): 2 clusters
  Score: Raw -771649.838170 + Penalty 1462.898909 = -770186.939262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151109.800000 sec): 3 clusters
  Score: Raw -767096.283097 + Penalty 2925.797817 = -764170.485279
  nChanged 3424
		SP:Iteration 1F (151109.990000 sec): 3 clusters
  Score: Raw -769253.437005 + Penalty 2925.797817 = -766327.639188
  nChanged 700
		SP:Iteration 2F (151110.170000 sec): 3 clusters
  Score: Raw -769729.514703 + Penalty 2925.797817 = -766803.716885
  nChanged 594
		SP:Iteration 3F (151110.350000 sec): 3 clusters
  Score: Raw -770114.551533 + Penalty 2925.797817 = -767188.753715
  nChanged 491
		SP:Iteration 4F (151110.530000 sec): 3 clusters
  Score: Raw -770393.070216 + Penalty 2925.797817 = -767467.272398
  nChanged 389
		SP:Iteration 5Q (151110.710000 sec): 3 clusters
  Score: Raw -770594.891778 + Penalty 2925.797817 = -767669.093961
  nChanged 308
		SP:Iteration 6Q (151110.890000 sec): 3 clusters
  Score: Raw -770730.966672 + Penalty 2925.797817 = -767805.168855
  nChanged 227
		SP:Iteration 7Q (151111.080000 sec): 3 clusters
  Score: Raw -770821.636255 + Penalty 2925.797817 = -767895.838438
  nChanged 185
		SP:Iteration 8Q (151111.260000 sec): 3 clusters
  Score: Raw -770888.851847 + Penalty 2925.797817 = -767963.054029
  nChanged 141
		SP:Iteration 9Q (151111.440000 sec): 3 clusters
  Score: Raw -770940.407367 + Penalty 2925.797817 = -768014.609550
  nChanged 119
		SP:Iteration 10Q (151111.660000 sec): 3 clusters
  Score: Raw -770982.726602 + Penalty 2925.797817 = -768056.928785
  nChanged 107
		SP:Iteration 11Q (151111.770000 sec): 3 clusters
  Score: Raw -771020.538439 + Penalty 2925.797817 = -768094.740622
  nChanged 90
		SP:Iteration 12Q (151111.890000 sec): 3 clusters
  Score: Raw -771049.111483 + Penalty 2925.797817 = -768123.313666
  nChanged 87
		SP:Iteration 13Q (151112.020000 sec): 3 clusters
  Score: Raw -771075.978452 + Penalty 2925.797817 = -768150.180634
  nChanged 87
		SP:Iteration 14Q (151112.210000 sec): 3 clusters
  Score: Raw -771100.651373 + Penalty 2925.797817 = -768174.853556
  nChanged 77
		SP:Iteration 15Q (151112.410000 sec): 3 clusters
  Score: Raw -771126.448027 + Penalty 2925.797817 = -768200.650209
  nChanged 78
		SP:Iteration 16Q (151112.610000 sec): 3 clusters
  Score: Raw -771153.750249 + Penalty 2925.797817 = -768227.952431
  nChanged 82
		SP:Iteration 17Q (151112.810000 sec): 3 clusters
  Score: Raw -771181.969162 + Penalty 2925.797817 = -768256.171345
  nChanged 78
		SP:Iteration 18Q (151113.010000 sec): 3 clusters
  Score: Raw -771208.064067 + Penalty 2925.797817 = -768282.266249
  nChanged 77
		SP:Iteration 19Q (151113.210000 sec): 3 clusters
  Score: Raw -771241.854602 + Penalty 2925.797817 = -768316.056785
  nChanged 87
		SP:Iteration 20F (151113.440000 sec): 3 clusters
  Score: Raw -771277.193960 + Penalty 2925.797817 = -768351.396142
  nChanged 91
		SP:Iteration 21Q (151113.600000 sec): 3 clusters
  Score: Raw -771312.859193 + Penalty 2925.797817 = -768387.061375
  nChanged 81
		SP:Iteration 22Q (151113.800000 sec): 3 clusters
  Score: Raw -771348.228893 + Penalty 2925.797817 = -768422.431076
  nChanged 82
		SP:Iteration 23Q (151114.000000 sec): 3 clusters
  Score: Raw -771389.437707 + Penalty 2925.797817 = -768463.639890
  nChanged 91
		SP:Iteration 24Q (151114.190000 sec): 3 clusters
  Score: Raw -771432.947362 + Penalty 2925.797817 = -768507.149544
  nChanged 89
		SP:Iteration 25Q (151114.390000 sec): 3 clusters
  Score: Raw -771478.792312 + Penalty 2925.797817 = -768552.994494
  nChanged 88
		SP:Iteration 26Q (151114.590000 sec): 3 clusters
  Score: Raw -771527.056022 + Penalty 2925.797817 = -768601.258204
  nChanged 85
		SP:Iteration 27Q (151114.780000 sec): 3 clusters
  Score: Raw -771567.374154 + Penalty 2925.797817 = -768641.576336
  nChanged 76
		SP:Iteration 28Q (151114.980000 sec): 3 clusters
  Score: Raw -771609.513419 + Penalty 2925.797817 = -768683.715602
  nChanged 55
		SP:Iteration 29Q (151115.180000 sec): 3 clusters
  Score: Raw -771635.462838 + Penalty 2925.797817 = -768709.665021
  nChanged 46
		SP:Iteration 30Q (151115.380000 sec): 3 clusters
  Score: Raw -771659.091694 + Penalty 2925.797817 = -768733.293877
  nChanged 49
		SP:Iteration 31Q (151115.570000 sec): 3 clusters
  Score: Raw -771683.306984 + Penalty 2925.797817 = -768757.509167
  nChanged 31
		SP:Iteration 32Q (151115.770000 sec): 3 clusters
  Score: Raw -771702.001504 + Penalty 2925.797817 = -768776.203687
  nChanged 34
		SP:Iteration 33Q (151115.970000 sec): 3 clusters
  Score: Raw -771721.743731 + Penalty 2925.797817 = -768795.945913
  nChanged 38
		SP:Iteration 34Q (151116.150000 sec): 3 clusters
  Score: Raw -771744.917426 + Penalty 2925.797817 = -768819.119609
  nChanged 30
		SP:Iteration 35Q (151116.280000 sec): 3 clusters
  Score: Raw -771759.902026 + Penalty 2925.797817 = -768834.104209
  nChanged 18
		SP:Iteration 36Q (151116.400000 sec): 3 clusters
  Score: Raw -771768.547690 + Penalty 2925.797817 = -768842.749872
  nChanged 20
		SP:Iteration 37Q (151116.600000 sec): 3 clusters
  Score: Raw -771778.798990 + Penalty 2925.797817 = -768853.001172
  nChanged 22
		SP:Iteration 38Q (151116.800000 sec): 3 clusters
  Score: Raw -771791.983826 + Penalty 2925.797817 = -768866.186008
  nChanged 17
		SP:Iteration 39Q (151116.990000 sec): 3 clusters
  Score: Raw -771800.259310 + Penalty 2925.797817 = -768874.461492
  nChanged 9
		SP:Iteration 40F (151117.200000 sec): 3 clusters
  Score: Raw -771804.999381 + Penalty 2925.797817 = -768879.201563
  nChanged 11
		SP:Iteration 41Q (151117.370000 sec): 3 clusters
  Score: Raw -771809.873909 + Penalty 2925.797817 = -768884.076092
  nChanged 7
		SP:Iteration 42Q (151117.550000 sec): 3 clusters
  Score: Raw -771812.423261 + Penalty 2925.797817 = -768886.625444
  nChanged 5
		SP:Iteration 43Q (151117.740000 sec): 3 clusters
  Score: Raw -771814.401874 + Penalty 2925.797817 = -768888.604057
  nChanged 2
		SP:Iteration 44Q (151117.920000 sec): 3 clusters
  Score: Raw -771815.468119 + Penalty 2925.797817 = -768889.670301
  nChanged 4
		SP:Iteration 45Q (151118.100000 sec): 3 clusters
  Score: Raw -771817.208097 + Penalty 2925.797817 = -768891.410280
  nChanged 4
		SP:Iteration 46Q (151118.280000 sec): 3 clusters
  Score: Raw -771818.860443 + Penalty 2925.797817 = -768893.062626
  nChanged 4
		SP:Iteration 47Q (151118.470000 sec): 3 clusters
  Score: Raw -771820.142597 + Penalty 2925.797817 = -768894.344779
  nChanged 2
		SP:Iteration 48Q (151118.650000 sec): 3 clusters
  Score: Raw -771820.886058 + Penalty 2925.797817 = -768895.088241
  nChanged 0
		SP:Iteration 49F (151118.830000 sec): 3 clusters
  Score: Raw -771820.886058 + Penalty 2925.797817 = -768895.088241
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 110 (4964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151118.950000 sec): 2 clusters
  Score: Raw -451578.103918 + Penalty 1382.869661 = -450195.234256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151119.120000 sec): 3 clusters
  Score: Raw -449086.545510 + Penalty 2765.739323 = -446320.806187
  nChanged 2036
		SP:Iteration 1F (151119.300000 sec): 3 clusters
  Score: Raw -450454.701034 + Penalty 2765.739323 = -447688.961712
  nChanged 452
		SP:Iteration 2F (151119.480000 sec): 3 clusters
  Score: Raw -450846.544238 + Penalty 2765.739323 = -448080.804915
  nChanged 384
		SP:Iteration 3F (151119.650000 sec): 3 clusters
  Score: Raw -451186.627616 + Penalty 2765.739323 = -448420.888294
  nChanged 288
		SP:Iteration 4F (151119.830000 sec): 3 clusters
  Score: Raw -451393.312069 + Penalty 2765.739323 = -448627.572747
  nChanged 201
		SP:Iteration 5Q (151119.930000 sec): 3 clusters
  Score: Raw -451504.612263 + Penalty 2765.739323 = -448738.872940
  nChanged 151
		SP:Iteration 6Q (151120.030000 sec): 3 clusters
  Score: Raw -451571.461537 + Penalty 2765.739323 = -448805.722215
  nChanged 111
		SP:Iteration 7Q (151120.120000 sec): 3 clusters
  Score: Raw -451620.995444 + Penalty 2765.739323 = -448855.256122
  nChanged 98
		SP:Iteration 8Q (151120.210000 sec): 3 clusters
  Score: Raw -451663.537943 + Penalty 2765.739323 = -448897.798620
  nChanged 71
		SP:Iteration 9Q (151120.310000 sec): 3 clusters
  Score: Raw -451690.723508 + Penalty 2765.739323 = -448924.984185
  nChanged 53
		SP:Iteration 10Q (151120.400000 sec): 3 clusters
  Score: Raw -451709.685951 + Penalty 2765.739323 = -448943.946629
  nChanged 62
		SP:Iteration 11Q (151120.490000 sec): 3 clusters
  Score: Raw -451730.796141 + Penalty 2765.739323 = -448965.056818
  nChanged 45
		SP:Iteration 12Q (151120.580000 sec): 3 clusters
  Score: Raw -451744.981000 + Penalty 2765.739323 = -448979.241678
  nChanged 38
		SP:Iteration 13Q (151120.810000 sec): 3 clusters
  Score: Raw -451756.271240 + Penalty 2765.739323 = -448990.531918
  nChanged 24
		SP:Iteration 14Q (151120.990000 sec): 3 clusters
  Score: Raw -451765.317802 + Penalty 2765.739323 = -448999.578479
  nChanged 29
		SP:Iteration 15Q (151121.160000 sec): 3 clusters
  Score: Raw -451774.885811 + Penalty 2765.739323 = -449009.146489
  nChanged 27
		SP:Iteration 16Q (151121.340000 sec): 3 clusters
  Score: Raw -451782.199292 + Penalty 2765.739323 = -449016.459970
  nChanged 25
		SP:Iteration 17Q (151121.560000 sec): 3 clusters
  Score: Raw -451789.624471 + Penalty 2765.739323 = -449023.885149
  nChanged 21
		SP:Iteration 18Q (151121.710000 sec): 3 clusters
  Score: Raw -451796.083188 + Penalty 2765.739323 = -449030.343865
  nChanged 23
		SP:Iteration 19Q (151121.810000 sec): 3 clusters
  Score: Raw -451802.744220 + Penalty 2765.739323 = -449037.004897
  nChanged 22
		SP:Iteration 20F (151121.910000 sec): 3 clusters
  Score: Raw -451809.054645 + Penalty 2765.739323 = -449043.315323
  nChanged 21
		SP:Iteration 21Q (151122.000000 sec): 3 clusters
  Score: Raw -451813.466688 + Penalty 2765.739323 = -449047.727365
  nChanged 25
		SP:Iteration 22Q (151122.190000 sec): 3 clusters
  Score: Raw -451820.491476 + Penalty 2765.739323 = -449054.752153
  nChanged 25
		SP:Iteration 23Q (151122.370000 sec): 3 clusters
  Score: Raw -451828.441741 + Penalty 2765.739323 = -449062.702419
  nChanged 23
		SP:Iteration 24Q (151122.550000 sec): 3 clusters
  Score: Raw -451834.781580 + Penalty 2765.739323 = -449069.042257
  nChanged 16
		SP:Iteration 25Q (151122.720000 sec): 3 clusters
  Score: Raw -451838.727712 + Penalty 2765.739323 = -449072.988390
  nChanged 13
		SP:Iteration 26Q (151122.900000 sec): 3 clusters
  Score: Raw -451841.164536 + Penalty 2765.739323 = -449075.425214
  nChanged 9
		SP:Iteration 27Q (151123.070000 sec): 3 clusters
  Score: Raw -451843.651658 + Penalty 2765.739323 = -449077.912335
  nChanged 12
		SP:Iteration 28Q (151123.250000 sec): 3 clusters
  Score: Raw -451846.148668 + Penalty 2765.739323 = -449080.409345
  nChanged 6
		SP:Iteration 29Q (151123.340000 sec): 3 clusters
  Score: Raw -451847.660437 + Penalty 2765.739323 = -449081.921115
  nChanged 6
		SP:Iteration 30Q (151123.430000 sec): 3 clusters
  Score: Raw -451849.618450 + Penalty 2765.739323 = -449083.879127
  nChanged 8
		SP:Iteration 31Q (151123.520000 sec): 3 clusters
  Score: Raw -451852.266107 + Penalty 2765.739323 = -449086.526784
  nChanged 10
		SP:Iteration 32Q (151123.610000 sec): 3 clusters
  Score: Raw -451854.779514 + Penalty 2765.739323 = -449089.040191
  nChanged 10
		SP:Iteration 33Q (151123.710000 sec): 3 clusters
  Score: Raw -451857.044768 + Penalty 2765.739323 = -449091.305445
  nChanged 8
		SP:Iteration 34Q (151123.830000 sec): 3 clusters
  Score: Raw -451859.159080 + Penalty 2765.739323 = -449093.419757
  nChanged 7
		SP:Iteration 35Q (151124.010000 sec): 3 clusters
  Score: Raw -451861.749709 + Penalty 2765.739323 = -449096.010387
  nChanged 10
		SP:Iteration 36Q (151124.190000 sec): 3 clusters
  Score: Raw -451864.379827 + Penalty 2765.739323 = -449098.640505
  nChanged 7
		SP:Iteration 37Q (151124.360000 sec): 3 clusters
  Score: Raw -451866.002487 + Penalty 2765.739323 = -449100.263165
  nChanged 8
		SP:Iteration 38Q (151124.540000 sec): 3 clusters
  Score: Raw -451867.346558 + Penalty 2765.739323 = -449101.607236
  nChanged 5
		SP:Iteration 39Q (151124.640000 sec): 3 clusters
  Score: Raw -451869.729519 + Penalty 2765.739323 = -449103.990197
  nChanged 6
		SP:Iteration 40F (151124.740000 sec): 3 clusters
  Score: Raw -451872.114390 + Penalty 2765.739323 = -449106.375068
  nChanged 8
		SP:Iteration 41Q (151124.830000 sec): 3 clusters
  Score: Raw -451873.971511 + Penalty 2765.739323 = -449108.232189
  nChanged 8
		SP:Iteration 42Q (151124.920000 sec): 3 clusters
  Score: Raw -451876.338460 + Penalty 2765.739323 = -449110.599138
  nChanged 7
		SP:Iteration 43Q (151125.010000 sec): 3 clusters
  Score: Raw -451878.957916 + Penalty 2765.739323 = -449113.218594
  nChanged 12
		SP:Iteration 44Q (151125.110000 sec): 3 clusters
  Score: Raw -451882.561411 + Penalty 2765.739323 = -449116.822088
  nChanged 11
		SP:Iteration 45Q (151125.200000 sec): 3 clusters
  Score: Raw -451887.320002 + Penalty 2765.739323 = -449121.580680
  nChanged 18
		SP:Iteration 46Q (151125.290000 sec): 3 clusters
  Score: Raw -451897.036040 + Penalty 2765.739323 = -449131.296717
  nChanged 24
		SP:Iteration 47Q (151125.380000 sec): 3 clusters
  Score: Raw -451905.548522 + Penalty 2765.739323 = -449139.809199
  nChanged 17
		SP:Iteration 48Q (151125.470000 sec): 3 clusters
  Score: Raw -451909.833794 + Penalty 2765.739323 = -449144.094472
  nChanged 13
		SP:Iteration 49Q (151125.570000 sec): 3 clusters
  Score: Raw -451914.677551 + Penalty 2765.739323 = -449148.938228
  nChanged 14
		SP:Iteration 50Q (151125.650000 sec): 3 clusters
  Score: Raw -451920.293780 + Penalty 2765.739323 = -449154.554458
  nChanged 20
		SP:Iteration 51Q (151125.750000 sec): 3 clusters
  Score: Raw -451929.680610 + Penalty 2765.739323 = -449163.941287
  nChanged 21
		SP:Iteration 52Q (151125.840000 sec): 3 clusters
  Score: Raw -451939.216608 + Penalty 2765.739323 = -449173.477285
  nChanged 15
		SP:Iteration 53Q (151125.930000 sec): 3 clusters
  Score: Raw -451946.784354 + Penalty 2765.739323 = -449181.045031
  nChanged 17
		SP:Iteration 54Q (151126.020000 sec): 3 clusters
  Score: Raw -451954.081684 + Penalty 2765.739323 = -449188.342361
  nChanged 17
		SP:Iteration 55Q (151126.110000 sec): 3 clusters
  Score: Raw -451961.537499 + Penalty 2765.739323 = -449195.798177
  nChanged 21
		SP:Iteration 56Q (151126.210000 sec): 3 clusters
  Score: Raw -451972.833918 + Penalty 2765.739323 = -449207.094595
  nChanged 27
		SP:Iteration 57Q (151126.300000 sec): 3 clusters
  Score: Raw -451989.859493 + Penalty 2765.739323 = -449224.120171
  nChanged 37
		SP:Iteration 58Q (151126.390000 sec): 3 clusters
  Score: Raw -452008.814103 + Penalty 2765.739323 = -449243.074781
  nChanged 32
		SP:Iteration 59Q (151126.480000 sec): 3 clusters
  Score: Raw -452027.737690 + Penalty 2765.739323 = -449261.998367
  nChanged 29
		SP:Iteration 60F (151126.570000 sec): 3 clusters
  Score: Raw -452041.789117 + Penalty 2765.739323 = -449276.049794
  nChanged 32
		SP:Iteration 61Q (151126.660000 sec): 3 clusters
  Score: Raw -452057.275784 + Penalty 2765.739323 = -449291.536461
  nChanged 27
		SP:Iteration 62Q (151126.750000 sec): 3 clusters
  Score: Raw -452068.620802 + Penalty 2765.739323 = -449302.881480
  nChanged 21
		SP:Iteration 63Q (151126.850000 sec): 3 clusters
  Score: Raw -452078.413783 + Penalty 2765.739323 = -449312.674460
  nChanged 15
		SP:Iteration 64Q (151126.940000 sec): 3 clusters
  Score: Raw -452085.555446 + Penalty 2765.739323 = -449319.816123
  nChanged 12
		SP:Iteration 65Q (151127.170000 sec): 3 clusters
  Score: Raw -452090.404529 + Penalty 2765.739323 = -449324.665207
  nChanged 10
		SP:Iteration 66Q (151127.350000 sec): 3 clusters
  Score: Raw -452094.285571 + Penalty 2765.739323 = -449328.546248
  nChanged 6
		SP:Iteration 67Q (151127.520000 sec): 3 clusters
  Score: Raw -452095.428499 + Penalty 2765.739323 = -449329.689177
  nChanged 5
		SP:Iteration 68Q (151127.700000 sec): 3 clusters
  Score: Raw -452096.744770 + Penalty 2765.739323 = -449331.005448
  nChanged 1
		SP:Iteration 69Q (151127.870000 sec): 3 clusters
  Score: Raw -452096.911893 + Penalty 2765.739323 = -449331.172571
  nChanged 1
		SP:Iteration 70Q (151128.050000 sec): 3 clusters
  Score: Raw -452097.132799 + Penalty 2765.739323 = -449331.393476
  nChanged 1
		SP:Iteration 71Q (151128.220000 sec): 3 clusters
  Score: Raw -452097.507077 + Penalty 2765.739323 = -449331.767755
  nChanged 1
		SP:Iteration 72Q (151128.400000 sec): 3 clusters
  Score: Raw -452097.776986 + Penalty 2765.739323 = -449332.037664
  nChanged 1
		SP:Iteration 73Q (151128.570000 sec): 3 clusters
  Score: Raw -452098.232716 + Penalty 2765.739323 = -449332.493394
  nChanged 0
		SP:Iteration 74F (151128.750000 sec): 3 clusters
  Score: Raw -452098.232716 + Penalty 2765.739323 = -449332.493394
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 111 (3964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151128.840000 sec): 2 clusters
  Score: Raw -339050.698247 + Penalty 1346.313946 = -337704.384301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151129.010000 sec): 3 clusters
  Score: Raw -337119.888725 + Penalty 2692.627891 = -334427.260834
  nChanged 1550
		SP:Iteration 1F (151129.190000 sec): 3 clusters
  Score: Raw -338080.077386 + Penalty 2692.627891 = -335387.449495
  nChanged 337
		SP:Iteration 2F (151129.370000 sec): 3 clusters
  Score: Raw -338367.210756 + Penalty 2692.627891 = -335674.582865
  nChanged 306
		SP:Iteration 3F (151129.540000 sec): 3 clusters
  Score: Raw -338695.799345 + Penalty 2692.627891 = -336003.171453
  nChanged 309
		SP:Iteration 4F (151129.720000 sec): 3 clusters
  Score: Raw -339044.703299 + Penalty 2692.627891 = -336352.075408
  nChanged 260
		SP:Iteration 5F (151129.890000 sec): 3 clusters
  Score: Raw -339294.772383 + Penalty 2692.627891 = -336602.144492
  nChanged 201
		SP:Iteration 6F (151130.070000 sec): 3 clusters
  Score: Raw -339462.502577 + Penalty 2692.627891 = -336769.874686
  nChanged 135
		SP:Iteration 7Q (151130.250000 sec): 3 clusters
  Score: Raw -339554.094095 + Penalty 2692.627891 = -336861.466204
  nChanged 84
		SP:Iteration 8Q (151130.420000 sec): 3 clusters
  Score: Raw -339599.878630 + Penalty 2692.627891 = -336907.250738
  nChanged 55
		SP:Iteration 9Q (151130.600000 sec): 3 clusters
  Score: Raw -339623.234580 + Penalty 2692.627891 = -336930.606689
  nChanged 30
		SP:Iteration 10Q (151130.770000 sec): 3 clusters
  Score: Raw -339637.782627 + Penalty 2692.627891 = -336945.154736
  nChanged 34
		SP:Iteration 11Q (151130.950000 sec): 3 clusters
  Score: Raw -339653.668363 + Penalty 2692.627891 = -336961.040472
  nChanged 24
		SP:Iteration 12Q (151131.130000 sec): 3 clusters
  Score: Raw -339665.462472 + Penalty 2692.627891 = -336972.834581
  nChanged 21
		SP:Iteration 13Q (151131.300000 sec): 3 clusters
  Score: Raw -339677.413766 + Penalty 2692.627891 = -336984.785875
  nChanged 26
		SP:Iteration 14Q (151131.480000 sec): 3 clusters
  Score: Raw -339695.334644 + Penalty 2692.627891 = -337002.706753
  nChanged 32
		SP:Iteration 15Q (151131.650000 sec): 3 clusters
  Score: Raw -339713.058193 + Penalty 2692.627891 = -337020.430302
  nChanged 20
		SP:Iteration 16Q (151131.830000 sec): 3 clusters
  Score: Raw -339721.828576 + Penalty 2692.627891 = -337029.200685
  nChanged 14
		SP:Iteration 17Q (151132.010000 sec): 3 clusters
  Score: Raw -339728.229132 + Penalty 2692.627891 = -337035.601241
  nChanged 12
		SP:Iteration 18Q (151132.180000 sec): 3 clusters
  Score: Raw -339735.168067 + Penalty 2692.627891 = -337042.540176
  nChanged 13
		SP:Iteration 19Q (151132.360000 sec): 3 clusters
  Score: Raw -339742.400254 + Penalty 2692.627891 = -337049.772363
  nChanged 11
		SP:Iteration 20F (151132.530000 sec): 3 clusters
  Score: Raw -339746.626018 + Penalty 2692.627891 = -337053.998127
  nChanged 9
		SP:Iteration 21Q (151132.710000 sec): 3 clusters
  Score: Raw -339750.909682 + Penalty 2692.627891 = -337058.281791
  nChanged 9
		SP:Iteration 22Q (151132.880000 sec): 3 clusters
  Score: Raw -339755.813577 + Penalty 2692.627891 = -337063.185686
  nChanged 8
		SP:Iteration 23Q (151133.060000 sec): 3 clusters
  Score: Raw -339761.625920 + Penalty 2692.627891 = -337068.998029
  nChanged 12
		SP:Iteration 24Q (151133.230000 sec): 3 clusters
  Score: Raw -339768.896312 + Penalty 2692.627891 = -337076.268421
  nChanged 16
		SP:Iteration 25Q (151133.410000 sec): 3 clusters
  Score: Raw -339780.035152 + Penalty 2692.627891 = -337087.407261
  nChanged 14
		SP:Iteration 26Q (151133.590000 sec): 3 clusters
  Score: Raw -339787.186115 + Penalty 2692.627891 = -337094.558224
  nChanged 11
		SP:Iteration 27Q (151133.760000 sec): 3 clusters
  Score: Raw -339792.219344 + Penalty 2692.627891 = -337099.591453
  nChanged 7
		SP:Iteration 28Q (151133.940000 sec): 3 clusters
  Score: Raw -339794.387907 + Penalty 2692.627891 = -337101.760016
  nChanged 0
		SP:Iteration 29F (151134.110000 sec): 3 clusters
  Score: Raw -339794.387907 + Penalty 2692.627891 = -337101.760016
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 112 (3053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151134.220000 sec): 2 clusters
  Score: Raw -261901.913663 + Penalty 1303.880499 = -260598.033164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151134.400000 sec): 3 clusters
  Score: Raw -260457.968888 + Penalty 2607.760998 = -257850.207890
  nChanged 1170
		SP:Iteration 1F (151134.570000 sec): 3 clusters
  Score: Raw -261191.695945 + Penalty 2607.760998 = -258583.934947
  nChanged 281
		SP:Iteration 2F (151134.750000 sec): 3 clusters
  Score: Raw -261392.696318 + Penalty 2607.760998 = -258784.935320
  nChanged 215
		SP:Iteration 3F (151134.920000 sec): 3 clusters
  Score: Raw -261571.975098 + Penalty 2607.760998 = -258964.214100
  nChanged 185
		SP:Iteration 4F (151135.100000 sec): 3 clusters
  Score: Raw -261729.206281 + Penalty 2607.760998 = -259121.445284
  nChanged 159
		SP:Iteration 5F (151135.270000 sec): 3 clusters
  Score: Raw -261852.746207 + Penalty 2607.760998 = -259244.985209
  nChanged 114
		SP:Iteration 6Q (151135.450000 sec): 3 clusters
  Score: Raw -261943.889412 + Penalty 2607.760998 = -259336.128415
  nChanged 93
		SP:Iteration 7Q (151135.630000 sec): 3 clusters
  Score: Raw -262012.692851 + Penalty 2607.760998 = -259404.931853
  nChanged 73
		SP:Iteration 8Q (151135.800000 sec): 3 clusters
  Score: Raw -262052.905453 + Penalty 2607.760998 = -259445.144455
  nChanged 51
		SP:Iteration 9Q (151135.980000 sec): 3 clusters
  Score: Raw -262085.596852 + Penalty 2607.760998 = -259477.835854
  nChanged 46
		SP:Iteration 10Q (151136.150000 sec): 3 clusters
  Score: Raw -262111.766647 + Penalty 2607.760998 = -259504.005650
  nChanged 43
		SP:Iteration 11Q (151136.330000 sec): 3 clusters
  Score: Raw -262151.768965 + Penalty 2607.760998 = -259544.007968
  nChanged 51
		SP:Iteration 12Q (151136.510000 sec): 3 clusters
  Score: Raw -262194.556909 + Penalty 2607.760998 = -259586.795911
  nChanged 48
		SP:Iteration 13Q (151136.680000 sec): 3 clusters
  Score: Raw -262234.706014 + Penalty 2607.760998 = -259626.945016
  nChanged 49
		SP:Iteration 14Q (151136.860000 sec): 3 clusters
  Score: Raw -262283.871581 + Penalty 2607.760998 = -259676.110584
  nChanged 50
		SP:Iteration 15Q (151137.030000 sec): 3 clusters
  Score: Raw -262328.887474 + Penalty 2607.760998 = -259721.126477
  nChanged 68
		SP:Iteration 16Q (151137.210000 sec): 3 clusters
  Score: Raw -262380.239842 + Penalty 2607.760998 = -259772.478845
  nChanged 68
		SP:Iteration 17Q (151137.390000 sec): 3 clusters
  Score: Raw -262436.314564 + Penalty 2607.760998 = -259828.553567
  nChanged 68
		SP:Iteration 18Q (151137.560000 sec): 3 clusters
  Score: Raw -262486.227294 + Penalty 2607.760998 = -259878.466296
  nChanged 64
		SP:Iteration 19Q (151137.740000 sec): 3 clusters
  Score: Raw -262532.925649 + Penalty 2607.760998 = -259925.164651
  nChanged 63
		SP:Iteration 20F (151137.910000 sec): 3 clusters
  Score: Raw -262584.532126 + Penalty 2607.760998 = -259976.771128
  nChanged 64
		SP:Iteration 21Q (151138.090000 sec): 3 clusters
  Score: Raw -262638.209100 + Penalty 2607.760998 = -260030.448102
  nChanged 63
		SP:Iteration 22Q (151138.270000 sec): 3 clusters
  Score: Raw -262688.455739 + Penalty 2607.760998 = -260080.694741
  nChanged 48
		SP:Iteration 23Q (151138.440000 sec): 3 clusters
  Score: Raw -262718.903197 + Penalty 2607.760998 = -260111.142199
  nChanged 35
		SP:Iteration 24Q (151138.620000 sec): 3 clusters
  Score: Raw -262743.540826 + Penalty 2607.760998 = -260135.779829
  nChanged 35
		SP:Iteration 25Q (151138.790000 sec): 3 clusters
  Score: Raw -262763.618568 + Penalty 2607.760998 = -260155.857570
  nChanged 29
		SP:Iteration 26Q (151138.970000 sec): 3 clusters
  Score: Raw -262774.686929 + Penalty 2607.760998 = -260166.925931
  nChanged 12
		SP:Iteration 27Q (151139.150000 sec): 3 clusters
  Score: Raw -262778.137253 + Penalty 2607.760998 = -260170.376255
  nChanged 4
		SP:Iteration 28Q (151139.320000 sec): 3 clusters
  Score: Raw -262779.987581 + Penalty 2607.760998 = -260172.226583
  nChanged 5
		SP:Iteration 29Q (151139.490000 sec): 3 clusters
  Score: Raw -262782.372973 + Penalty 2607.760998 = -260174.611975
  nChanged 5
		SP:Iteration 30Q (151139.670000 sec): 3 clusters
  Score: Raw -262784.152065 + Penalty 2607.760998 = -260176.391068
  nChanged 5
		SP:Iteration 31Q (151139.850000 sec): 3 clusters
  Score: Raw -262784.977994 + Penalty 2607.760998 = -260177.216996
  nChanged 1
		SP:Iteration 32Q (151140.020000 sec): 3 clusters
  Score: Raw -262785.197144 + Penalty 2607.760998 = -260177.436147
  nChanged 1
		SP:Iteration 33Q (151140.200000 sec): 3 clusters
  Score: Raw -262785.353893 + Penalty 2607.760998 = -260177.592895
  nChanged 0
		SP:Iteration 34F (151140.370000 sec): 3 clusters
  Score: Raw -262785.353893 + Penalty 2607.760998 = -260177.592895
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 113 (788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151140.460000 sec): 2 clusters
  Score: Raw -59744.094718 + Penalty 1083.793440 = -58660.301279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151140.640000 sec): 3 clusters
  Score: Raw -59551.691533 + Penalty 2167.586879 = -57384.104654
  nChanged 235
		SP:Iteration 1F (151140.810000 sec): 3 clusters
  Score: Raw -59797.052034 + Penalty 2167.586879 = -57629.465155
  nChanged 48
		SP:Iteration 2F (151140.990000 sec): 3 clusters
  Score: Raw -59885.983381 + Penalty 2167.586879 = -57718.396501
  nChanged 29
		SP:Iteration 3Q (151141.170000 sec): 3 clusters
  Score: Raw -59933.003675 + Penalty 2167.586879 = -57765.416796
  nChanged 21
		SP:Iteration 4Q (151141.340000 sec): 3 clusters
  Score: Raw -59965.880247 + Penalty 2167.586879 = -57798.293368
  nChanged 16
		SP:Iteration 5Q (151141.520000 sec): 3 clusters
  Score: Raw -59984.484944 + Penalty 2167.586879 = -57816.898065
  nChanged 11
		SP:Iteration 6Q (151141.690000 sec): 3 clusters
  Score: Raw -60012.319766 + Penalty 2167.586879 = -57844.732887
  nChanged 18
		SP:Iteration 7Q (151141.870000 sec): 3 clusters
  Score: Raw -60046.879300 + Penalty 2167.586879 = -57879.292421
  nChanged 22
		SP:Iteration 8Q (151142.040000 sec): 3 clusters
  Score: Raw -60076.117732 + Penalty 2167.586879 = -57908.530852
  nChanged 20
		SP:Iteration 9Q (151142.220000 sec): 3 clusters
  Score: Raw -60104.355508 + Penalty 2167.586879 = -57936.768629
  nChanged 13
		SP:Iteration 10Q (151142.390000 sec): 3 clusters
  Score: Raw -60123.958483 + Penalty 2167.586879 = -57956.371604
  nChanged 15
		SP:Iteration 11Q (151142.570000 sec): 3 clusters
  Score: Raw -60149.392642 + Penalty 2167.586879 = -57981.805762
  nChanged 15
		SP:Iteration 12Q (151142.750000 sec): 3 clusters
  Score: Raw -60180.877840 + Penalty 2167.586879 = -58013.290960
  nChanged 17
		SP:Iteration 13Q (151142.920000 sec): 3 clusters
  Score: Raw -60202.392314 + Penalty 2167.586879 = -58034.805435
  nChanged 12
		SP:Iteration 14Q (151143.100000 sec): 3 clusters
  Score: Raw -60222.659119 + Penalty 2167.586879 = -58055.072239
  nChanged 13
		SP:Iteration 15Q (151143.270000 sec): 3 clusters
  Score: Raw -60243.302466 + Penalty 2167.586879 = -58075.715587
  nChanged 3
		SP:Iteration 16Q (151143.450000 sec): 3 clusters
  Score: Raw -60246.493089 + Penalty 2167.586879 = -58078.906209
  nChanged 2
		SP:Iteration 17Q (151143.630000 sec): 3 clusters
  Score: Raw -60249.129605 + Penalty 2167.586879 = -58081.542726
  nChanged 1
		SP:Iteration 18Q (151143.800000 sec): 3 clusters
  Score: Raw -60250.184873 + Penalty 2167.586879 = -58082.597994
  nChanged 1
		SP:Iteration 19Q (151143.980000 sec): 3 clusters
  Score: Raw -60251.522873 + Penalty 2167.586879 = -58083.935994
  nChanged 1
		SP:Iteration 20F (151144.150000 sec): 3 clusters
  Score: Raw -60252.409346 + Penalty 2167.586879 = -58084.822467
  nChanged 2
		SP:Iteration 21Q (151144.330000 sec): 3 clusters
  Score: Raw -60253.983092 + Penalty 2167.586879 = -58086.396213
  nChanged 1
		SP:Iteration 22Q (151144.510000 sec): 3 clusters
  Score: Raw -60254.553631 + Penalty 2167.586879 = -58086.966751
  nChanged 1
		SP:Iteration 23Q (151144.680000 sec): 3 clusters
  Score: Raw -60255.315754 + Penalty 2167.586879 = -58087.728875
  nChanged 0
		SP:Iteration 24F (151144.860000 sec): 3 clusters
  Score: Raw -60255.315754 + Penalty 2167.586879 = -58087.728875
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 114 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151144.940000 sec): 2 clusters
  Score: Raw -184772.971311 + Penalty 1218.746188 = -183554.225123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151145.120000 sec): 3 clusters
  Score: Raw -184022.312946 + Penalty 2437.492376 = -181584.820570
  nChanged 612
		SP:Iteration 1F (151145.290000 sec): 3 clusters
  Score: Raw -184451.352514 + Penalty 2437.492376 = -182013.860138
  nChanged 147
		SP:Iteration 2F (151145.470000 sec): 3 clusters
  Score: Raw -184548.929807 + Penalty 2437.492376 = -182111.437431
  nChanged 67
		SP:Iteration 3Q (151145.650000 sec): 3 clusters
  Score: Raw -184594.159478 + Penalty 2437.492376 = -182156.667102
  nChanged 50
		SP:Iteration 4Q (151145.820000 sec): 3 clusters
  Score: Raw -184622.244872 + Penalty 2437.492376 = -182184.752496
  nChanged 29
		SP:Iteration 5Q (151146.000000 sec): 3 clusters
  Score: Raw -184640.920861 + Penalty 2437.492376 = -182203.428485
  nChanged 22
		SP:Iteration 6Q (151146.170000 sec): 3 clusters
  Score: Raw -184653.204090 + Penalty 2437.492376 = -182215.711714
  nChanged 17
		SP:Iteration 7Q (151146.350000 sec): 3 clusters
  Score: Raw -184666.623365 + Penalty 2437.492376 = -182229.130989
  nChanged 21
		SP:Iteration 8Q (151146.530000 sec): 3 clusters
  Score: Raw -184681.172310 + Penalty 2437.492376 = -182243.679934
  nChanged 18
		SP:Iteration 9Q (151146.700000 sec): 3 clusters
  Score: Raw -184690.018019 + Penalty 2437.492376 = -182252.525643
  nChanged 12
		SP:Iteration 10Q (151146.880000 sec): 3 clusters
  Score: Raw -184698.403193 + Penalty 2437.492376 = -182260.910818
  nChanged 11
		SP:Iteration 11Q (151147.050000 sec): 3 clusters
  Score: Raw -184703.461044 + Penalty 2437.492376 = -182265.968668
  nChanged 9
		SP:Iteration 12Q (151147.230000 sec): 3 clusters
  Score: Raw -184707.518981 + Penalty 2437.492376 = -182270.026605
  nChanged 11
		SP:Iteration 13Q (151147.410000 sec): 3 clusters
  Score: Raw -184713.767313 + Penalty 2437.492376 = -182276.274937
  nChanged 8
		SP:Iteration 14Q (151147.580000 sec): 3 clusters
  Score: Raw -184716.978065 + Penalty 2437.492376 = -182279.485689
  nChanged 7
		SP:Iteration 15Q (151147.740000 sec): 3 clusters
  Score: Raw -184718.587730 + Penalty 2437.492376 = -182281.095354
  nChanged 5
		SP:Iteration 16Q (151147.800000 sec): 3 clusters
  Score: Raw -184720.536859 + Penalty 2437.492376 = -182283.044483
  nChanged 5
		SP:Iteration 17Q (151147.830000 sec): 3 clusters
  Score: Raw -184723.499306 + Penalty 2437.492376 = -182286.006931
  nChanged 6
		SP:Iteration 18Q (151147.870000 sec): 3 clusters
  Score: Raw -184728.576430 + Penalty 2437.492376 = -182291.084055
  nChanged 7
		SP:Iteration 19Q (151147.910000 sec): 3 clusters
  Score: Raw -184732.479073 + Penalty 2437.492376 = -182294.986698
  nChanged 6
		SP:Iteration 20F (151147.950000 sec): 3 clusters
  Score: Raw -184736.345183 + Penalty 2437.492376 = -182298.852807
  nChanged 7
		SP:Iteration 21Q (151147.990000 sec): 3 clusters
  Score: Raw -184740.894655 + Penalty 2437.492376 = -182303.402279
  nChanged 2
		SP:Iteration 22Q (151148.030000 sec): 3 clusters
  Score: Raw -184742.577947 + Penalty 2437.492376 = -182305.085571
  nChanged 2
		SP:Iteration 23Q (151148.070000 sec): 3 clusters
  Score: Raw -184743.492245 + Penalty 2437.492376 = -182305.999869
  nChanged 3
		SP:Iteration 24Q (151148.110000 sec): 3 clusters
  Score: Raw -184745.566377 + Penalty 2437.492376 = -182308.074002
  nChanged 1
		SP:Iteration 25Q (151148.150000 sec): 3 clusters
  Score: Raw -184746.552578 + Penalty 2437.492376 = -182309.060203
  nChanged 2
		SP:Iteration 26Q (151148.190000 sec): 3 clusters
  Score: Raw -184747.467779 + Penalty 2437.492376 = -182309.975403
  nChanged 1
		SP:Iteration 27Q (151148.230000 sec): 3 clusters
  Score: Raw -184747.967435 + Penalty 2437.492376 = -182310.475059
  nChanged 0
		SP:Iteration 28F (151148.270000 sec): 3 clusters
  Score: Raw -184747.967435 + Penalty 2437.492376 = -182310.475059
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 115 (5737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151148.360000 sec): 2 clusters
  Score: Raw -490003.431280 + Penalty 1406.387402 = -488597.043878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151148.580000 sec): 3 clusters
  Score: Raw -486968.386105 + Penalty 2812.774804 = -484155.611301
  nChanged 2356
		SP:Iteration 1F (151148.750000 sec): 3 clusters
  Score: Raw -488334.102980 + Penalty 2812.774804 = -485521.328176
  nChanged 451
		SP:Iteration 2F (151148.920000 sec): 3 clusters
  Score: Raw -488656.190269 + Penalty 2812.774804 = -485843.415465
  nChanged 403
		SP:Iteration 3F (151149.090000 sec): 3 clusters
  Score: Raw -488959.383942 + Penalty 2812.774804 = -486146.609138
  nChanged 352
		SP:Iteration 4F (151149.260000 sec): 3 clusters
  Score: Raw -489211.723551 + Penalty 2812.774804 = -486398.948747
  nChanged 327
		SP:Iteration 5F (151149.360000 sec): 3 clusters
  Score: Raw -489441.288430 + Penalty 2812.774804 = -486628.513626
  nChanged 285
		SP:Iteration 6Q (151149.560000 sec): 3 clusters
  Score: Raw -489641.823099 + Penalty 2812.774804 = -486829.048295
  nChanged 239
		SP:Iteration 7Q (151149.770000 sec): 3 clusters
  Score: Raw -489805.611606 + Penalty 2812.774804 = -486992.836802
  nChanged 206
		SP:Iteration 8Q (151149.950000 sec): 3 clusters
  Score: Raw -489935.758676 + Penalty 2812.774804 = -487122.983872
  nChanged 182
		SP:Iteration 9Q (151150.130000 sec): 3 clusters
  Score: Raw -490060.226211 + Penalty 2812.774804 = -487247.451407
  nChanged 151
		SP:Iteration 10Q (151150.310000 sec): 3 clusters
  Score: Raw -490161.182927 + Penalty 2812.774804 = -487348.408123
  nChanged 125
		SP:Iteration 11Q (151150.480000 sec): 3 clusters
  Score: Raw -490224.147608 + Penalty 2812.774804 = -487411.372804
  nChanged 94
		SP:Iteration 12Q (151150.670000 sec): 3 clusters
  Score: Raw -490264.041874 + Penalty 2812.774804 = -487451.267070
  nChanged 76
		SP:Iteration 13Q (151150.800000 sec): 3 clusters
  Score: Raw -490296.371196 + Penalty 2812.774804 = -487483.596392
  nChanged 67
		SP:Iteration 14Q (151150.970000 sec): 3 clusters
  Score: Raw -490326.587532 + Penalty 2812.774804 = -487513.812728
  nChanged 58
		SP:Iteration 15Q (151151.140000 sec): 3 clusters
  Score: Raw -490348.506370 + Penalty 2812.774804 = -487535.731566
  nChanged 31
		SP:Iteration 16Q (151151.310000 sec): 3 clusters
  Score: Raw -490358.444945 + Penalty 2812.774804 = -487545.670141
  nChanged 34
		SP:Iteration 17Q (151151.480000 sec): 3 clusters
  Score: Raw -490369.887262 + Penalty 2812.774804 = -487557.112458
  nChanged 33
		SP:Iteration 18Q (151151.650000 sec): 3 clusters
  Score: Raw -490381.219606 + Penalty 2812.774804 = -487568.444802
  nChanged 33
		SP:Iteration 19Q (151151.820000 sec): 3 clusters
  Score: Raw -490391.133147 + Penalty 2812.774804 = -487578.358343
  nChanged 27
		SP:Iteration 20F (151152.040000 sec): 3 clusters
  Score: Raw -490403.663162 + Penalty 2812.774804 = -487590.888358
  nChanged 41
		SP:Iteration 21Q (151152.200000 sec): 3 clusters
  Score: Raw -490421.912667 + Penalty 2812.774804 = -487609.137863
  nChanged 45
		SP:Iteration 22Q (151152.380000 sec): 3 clusters
  Score: Raw -490440.191596 + Penalty 2812.774804 = -487627.416792
  nChanged 36
		SP:Iteration 23Q (151152.540000 sec): 3 clusters
  Score: Raw -490453.246011 + Penalty 2812.774804 = -487640.471207
  nChanged 29
		SP:Iteration 24Q (151152.720000 sec): 3 clusters
  Score: Raw -490461.434839 + Penalty 2812.774804 = -487648.660035
  nChanged 29
		SP:Iteration 25Q (151152.880000 sec): 3 clusters
  Score: Raw -490468.531893 + Penalty 2812.774804 = -487655.757089
  nChanged 13
		SP:Iteration 26Q (151153.060000 sec): 3 clusters
  Score: Raw -490470.734949 + Penalty 2812.774804 = -487657.960145
  nChanged 8
		SP:Iteration 27Q (151153.220000 sec): 3 clusters
  Score: Raw -490472.533799 + Penalty 2812.774804 = -487659.758995
  nChanged 8
		SP:Iteration 28Q (151153.460000 sec): 3 clusters
  Score: Raw -490474.977349 + Penalty 2812.774804 = -487662.202545
  nChanged 10
		SP:Iteration 29Q (151153.650000 sec): 3 clusters
  Score: Raw -490477.878263 + Penalty 2812.774804 = -487665.103459
  nChanged 11
		SP:Iteration 30Q (151153.820000 sec): 3 clusters
  Score: Raw -490481.259099 + Penalty 2812.774804 = -487668.484295
  nChanged 12
		SP:Iteration 31Q (151153.990000 sec): 3 clusters
  Score: Raw -490484.295139 + Penalty 2812.774804 = -487671.520336
  nChanged 11
		SP:Iteration 32Q (151154.090000 sec): 3 clusters
  Score: Raw -490487.616938 + Penalty 2812.774804 = -487674.842134
  nChanged 9
		SP:Iteration 33Q (151154.180000 sec): 3 clusters
  Score: Raw -490490.187606 + Penalty 2812.774804 = -487677.412802
  nChanged 11
		SP:Iteration 34Q (151154.380000 sec): 3 clusters
  Score: Raw -490492.668725 + Penalty 2812.774804 = -487679.893921
  nChanged 8
		SP:Iteration 35Q (151154.550000 sec): 3 clusters
  Score: Raw -490494.281323 + Penalty 2812.774804 = -487681.506519
  nChanged 4
		SP:Iteration 36Q (151154.720000 sec): 3 clusters
  Score: Raw -490494.919373 + Penalty 2812.774804 = -487682.144569
  nChanged 6
		SP:Iteration 37Q (151154.890000 sec): 3 clusters
  Score: Raw -490496.025187 + Penalty 2812.774804 = -487683.250383
  nChanged 5
		SP:Iteration 38Q (151155.060000 sec): 3 clusters
  Score: Raw -490498.400270 + Penalty 2812.774804 = -487685.625466
  nChanged 10
		SP:Iteration 39Q (151155.230000 sec): 3 clusters
  Score: Raw -490500.669558 + Penalty 2812.774804 = -487687.894754
  nChanged 7
		SP:Iteration 40F (151155.400000 sec): 3 clusters
  Score: Raw -490502.331291 + Penalty 2812.774804 = -487689.556487
  nChanged 7
		SP:Iteration 41Q (151155.570000 sec): 3 clusters
  Score: Raw -490505.470885 + Penalty 2812.774804 = -487692.696081
  nChanged 13
		SP:Iteration 42Q (151155.740000 sec): 3 clusters
  Score: Raw -490510.912068 + Penalty 2812.774804 = -487698.137264
  nChanged 11
		SP:Iteration 43Q (151155.910000 sec): 3 clusters
  Score: Raw -490514.967044 + Penalty 2812.774804 = -487702.192240
  nChanged 12
		SP:Iteration 44Q (151156.080000 sec): 3 clusters
  Score: Raw -490520.338973 + Penalty 2812.774804 = -487707.564169
  nChanged 17
		SP:Iteration 45Q (151156.250000 sec): 3 clusters
  Score: Raw -490526.661949 + Penalty 2812.774804 = -487713.887145
  nChanged 13
		SP:Iteration 46Q (151156.420000 sec): 3 clusters
  Score: Raw -490531.193346 + Penalty 2812.774804 = -487718.418542
  nChanged 13
		SP:Iteration 47Q (151156.590000 sec): 3 clusters
  Score: Raw -490535.154182 + Penalty 2812.774804 = -487722.379378
  nChanged 14
		SP:Iteration 48Q (151156.760000 sec): 3 clusters
  Score: Raw -490538.489798 + Penalty 2812.774804 = -487725.714994
  nChanged 10
		SP:Iteration 49Q (151156.930000 sec): 3 clusters
  Score: Raw -490541.009219 + Penalty 2812.774804 = -487728.234415
  nChanged 8
		SP:Iteration 50Q (151157.100000 sec): 3 clusters
  Score: Raw -490543.595055 + Penalty 2812.774804 = -487730.820251
  nChanged 9
		SP:Iteration 51Q (151157.270000 sec): 3 clusters
  Score: Raw -490546.609940 + Penalty 2812.774804 = -487733.835136
  nChanged 9
		SP:Iteration 52Q (151157.440000 sec): 3 clusters
  Score: Raw -490549.568028 + Penalty 2812.774804 = -487736.793224
  nChanged 7
		SP:Iteration 53Q (151157.610000 sec): 3 clusters
  Score: Raw -490551.178599 + Penalty 2812.774804 = -487738.403795
  nChanged 6
		SP:Iteration 54Q (151157.780000 sec): 3 clusters
  Score: Raw -490552.782434 + Penalty 2812.774804 = -487740.007630
  nChanged 4
		SP:Iteration 55Q (151157.950000 sec): 3 clusters
  Score: Raw -490553.455017 + Penalty 2812.774804 = -487740.680213
  nChanged 1
		SP:Iteration 56Q (151158.120000 sec): 3 clusters
  Score: Raw -490553.708411 + Penalty 2812.774804 = -487740.933607
  nChanged 1
		SP:Iteration 57Q (151158.290000 sec): 3 clusters
  Score: Raw -490553.854840 + Penalty 2812.774804 = -487741.080036
  nChanged 0
		SP:Iteration 58F (151158.460000 sec): 3 clusters
  Score: Raw -490553.854840 + Penalty 2812.774804 = -487741.080036
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 116 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151158.520000 sec): 2 clusters
  Score: Raw -213943.911876 + Penalty 1249.225050 = -212694.686827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151158.700000 sec): 3 clusters
  Score: Raw -212979.312151 + Penalty 2498.450099 = -210480.862052
  nChanged 795
		SP:Iteration 1F (151158.880000 sec): 3 clusters
  Score: Raw -213485.444298 + Penalty 2498.450099 = -210986.994199
  nChanged 172
		SP:Iteration 2F (151159.050000 sec): 3 clusters
  Score: Raw -213603.157668 + Penalty 2498.450099 = -211104.707569
  nChanged 104
		SP:Iteration 3Q (151159.230000 sec): 3 clusters
  Score: Raw -213668.162864 + Penalty 2498.450099 = -211169.712765
  nChanged 69
		SP:Iteration 4Q (151159.400000 sec): 3 clusters
  Score: Raw -213711.025844 + Penalty 2498.450099 = -211212.575745
  nChanged 60
		SP:Iteration 5Q (151159.580000 sec): 3 clusters
  Score: Raw -213744.760722 + Penalty 2498.450099 = -211246.310623
  nChanged 47
		SP:Iteration 6Q (151159.760000 sec): 3 clusters
  Score: Raw -213778.336984 + Penalty 2498.450099 = -211279.886885
  nChanged 58
		SP:Iteration 7Q (151159.930000 sec): 3 clusters
  Score: Raw -213809.469915 + Penalty 2498.450099 = -211311.019816
  nChanged 38
		SP:Iteration 8Q (151160.110000 sec): 3 clusters
  Score: Raw -213830.327637 + Penalty 2498.450099 = -211331.877538
  nChanged 29
		SP:Iteration 9Q (151160.280000 sec): 3 clusters
  Score: Raw -213845.251628 + Penalty 2498.450099 = -211346.801529
  nChanged 22
		SP:Iteration 10Q (151160.460000 sec): 3 clusters
  Score: Raw -213859.000412 + Penalty 2498.450099 = -211360.550313
  nChanged 25
		SP:Iteration 11Q (151160.630000 sec): 3 clusters
  Score: Raw -213871.588273 + Penalty 2498.450099 = -211373.138174
  nChanged 17
		SP:Iteration 12Q (151160.810000 sec): 3 clusters
  Score: Raw -213878.502838 + Penalty 2498.450099 = -211380.052739
  nChanged 19
		SP:Iteration 13Q (151160.980000 sec): 3 clusters
  Score: Raw -213886.468187 + Penalty 2498.450099 = -211388.018088
  nChanged 17
		SP:Iteration 14Q (151161.160000 sec): 3 clusters
  Score: Raw -213893.133388 + Penalty 2498.450099 = -211394.683289
  nChanged 13
		SP:Iteration 15Q (151161.330000 sec): 3 clusters
  Score: Raw -213899.050254 + Penalty 2498.450099 = -211400.600155
  nChanged 7
		SP:Iteration 16Q (151161.500000 sec): 3 clusters
  Score: Raw -213901.275724 + Penalty 2498.450099 = -211402.825625
  nChanged 11
		SP:Iteration 17Q (151161.680000 sec): 3 clusters
  Score: Raw -213905.920884 + Penalty 2498.450099 = -211407.470785
  nChanged 12
		SP:Iteration 18Q (151161.850000 sec): 3 clusters
  Score: Raw -213912.470839 + Penalty 2498.450099 = -211414.020740
  nChanged 10
		SP:Iteration 19Q (151162.030000 sec): 3 clusters
  Score: Raw -213916.031368 + Penalty 2498.450099 = -211417.581269
  nChanged 5
		SP:Iteration 20F (151162.200000 sec): 3 clusters
  Score: Raw -213917.848333 + Penalty 2498.450099 = -211419.398234
  nChanged 7
		SP:Iteration 21Q (151162.380000 sec): 3 clusters
  Score: Raw -213919.901957 + Penalty 2498.450099 = -211421.451858
  nChanged 3
		SP:Iteration 22Q (151162.560000 sec): 3 clusters
  Score: Raw -213921.173177 + Penalty 2498.450099 = -211422.723078
  nChanged 2
		SP:Iteration 23Q (151162.730000 sec): 3 clusters
  Score: Raw -213922.482874 + Penalty 2498.450099 = -211424.032775
  nChanged 1
		SP:Iteration 24Q (151162.910000 sec): 3 clusters
  Score: Raw -213922.867783 + Penalty 2498.450099 = -211424.417684
  nChanged 0
		SP:Iteration 25F (151163.080000 sec): 3 clusters
  Score: Raw -213922.867783 + Penalty 2498.450099 = -211424.417684
  nChanged 0
Iteration 299Q (151334.240000 sec): 117 clusters
  Score: Raw -47060742.965536 + Penalty 250148.350832 = -46810594.614704
  nChanged 2
Iteration 300F (151558.270000 sec): 117 clusters
  Score: Raw -47060743.054015 + Penalty 250148.350832 = -46810594.703183
  nChanged 2
Iteration 301Q (151721.970000 sec): 117 clusters
  Score: Raw -47060743.165876 + Penalty 250148.350832 = -46810594.815044
  nChanged 1
Iteration 302Q (151885.100000 sec): 117 clusters
  Score: Raw -47060743.208584 + Penalty 250148.350832 = -46810594.857752
  nChanged 0
Iteration 303F (152102.730000 sec): 117 clusters
  Score: Raw -47060743.208584 + Penalty 250148.350832 = -46810594.857752
  nChanged 0
Compute initial score before splitting:   Score: Raw -47060743.208584 + Penalty 250148.350832 = -46810594.857752
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (3822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152102.840000 sec): 2 clusters
  Score: Raw -268310.852702 + Penalty 1340.385983 = -266970.466719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152102.940000 sec): 3 clusters
  Score: Raw -266451.685332 + Penalty 2680.771966 = -263770.913367
  nChanged 1487
		SP:Iteration 1F (152103.020000 sec): 3 clusters
  Score: Raw -267503.952811 + Penalty 2680.771966 = -264823.180846
  nChanged 395
		SP:Iteration 2F (152103.090000 sec): 3 clusters
  Score: Raw -267883.280628 + Penalty 2680.771966 = -265202.508663
  nChanged 312
		SP:Iteration 3F (152103.160000 sec): 3 clusters
  Score: Raw -268190.391229 + Penalty 2680.771966 = -265509.619264
  nChanged 241
		SP:Iteration 4F (152103.240000 sec): 3 clusters
  Score: Raw -268362.182404 + Penalty 2680.771966 = -265681.410438
  nChanged 176
		SP:Iteration 5Q (152103.320000 sec): 3 clusters
  Score: Raw -268477.227208 + Penalty 2680.771966 = -265796.455243
  nChanged 124
		SP:Iteration 6Q (152103.390000 sec): 3 clusters
  Score: Raw -268568.243977 + Penalty 2680.771966 = -265887.472011
  nChanged 106
		SP:Iteration 7Q (152103.470000 sec): 3 clusters
  Score: Raw -268644.904655 + Penalty 2680.771966 = -265964.132690
  nChanged 97
		SP:Iteration 8Q (152103.540000 sec): 3 clusters
  Score: Raw -268713.296234 + Penalty 2680.771966 = -266032.524269
  nChanged 80
		SP:Iteration 9Q (152103.620000 sec): 3 clusters
  Score: Raw -268771.573317 + Penalty 2680.771966 = -266090.801352
  nChanged 83
		SP:Iteration 10Q (152103.690000 sec): 3 clusters
  Score: Raw -268824.745881 + Penalty 2680.771966 = -266143.973915
  nChanged 77
		SP:Iteration 11Q (152103.760000 sec): 3 clusters
  Score: Raw -268858.658668 + Penalty 2680.771966 = -266177.886703
  nChanged 59
		SP:Iteration 12Q (152103.840000 sec): 3 clusters
  Score: Raw -268890.415826 + Penalty 2680.771966 = -266209.643861
  nChanged 51
		SP:Iteration 13Q (152103.920000 sec): 3 clusters
  Score: Raw -268914.443622 + Penalty 2680.771966 = -266233.671657
  nChanged 38
		SP:Iteration 14Q (152103.990000 sec): 3 clusters
  Score: Raw -268932.225793 + Penalty 2680.771966 = -266251.453828
  nChanged 41
		SP:Iteration 15Q (152104.070000 sec): 3 clusters
  Score: Raw -268948.972877 + Penalty 2680.771966 = -266268.200911
  nChanged 33
		SP:Iteration 16Q (152104.140000 sec): 3 clusters
  Score: Raw -268961.938973 + Penalty 2680.771966 = -266281.167008
  nChanged 27
		SP:Iteration 17Q (152104.220000 sec): 3 clusters
  Score: Raw -268974.138909 + Penalty 2680.771966 = -266293.366944
  nChanged 25
		SP:Iteration 18Q (152104.300000 sec): 3 clusters
  Score: Raw -268985.144676 + Penalty 2680.771966 = -266304.372710
  nChanged 20
		SP:Iteration 19Q (152104.370000 sec): 3 clusters
  Score: Raw -268992.144024 + Penalty 2680.771966 = -266311.372058
  nChanged 12
		SP:Iteration 20F (152104.440000 sec): 3 clusters
  Score: Raw -268996.427273 + Penalty 2680.771966 = -266315.655307
  nChanged 10
		SP:Iteration 21Q (152104.520000 sec): 3 clusters
  Score: Raw -269000.790018 + Penalty 2680.771966 = -266320.018052
  nChanged 9
		SP:Iteration 22Q (152104.600000 sec): 3 clusters
  Score: Raw -269003.821685 + Penalty 2680.771966 = -266323.049719
  nChanged 12
		SP:Iteration 23Q (152104.670000 sec): 3 clusters
  Score: Raw -269007.285036 + Penalty 2680.771966 = -266326.513071
  nChanged 7
		SP:Iteration 24Q (152104.750000 sec): 3 clusters
  Score: Raw -269009.801444 + Penalty 2680.771966 = -266329.029479
  nChanged 5
		SP:Iteration 25Q (152104.820000 sec): 3 clusters
  Score: Raw -269011.101041 + Penalty 2680.771966 = -266330.329076
  nChanged 3
		SP:Iteration 26Q (152105.050000 sec): 3 clusters
  Score: Raw -269011.836538 + Penalty 2680.771966 = -266331.064573
  nChanged 3
		SP:Iteration 27Q (152105.140000 sec): 3 clusters
  Score: Raw -269012.491407 + Penalty 2680.771966 = -266331.719442
  nChanged 1
		SP:Iteration 28Q (152105.210000 sec): 3 clusters
  Score: Raw -269012.654411 + Penalty 2680.771966 = -266331.882445
  nChanged 0
		SP:Iteration 29F (152105.280000 sec): 3 clusters
  Score: Raw -269012.654411 + Penalty 2680.771966 = -266331.882445
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (3642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152105.350000 sec): 2 clusters
  Score: Raw -264854.196537 + Penalty 1332.546842 = -263521.649695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152105.420000 sec): 3 clusters
  Score: Raw -263052.667949 + Penalty 2665.093685 = -260387.574264
  nChanged 1440
		SP:Iteration 1F (152105.480000 sec): 3 clusters
  Score: Raw -263968.854191 + Penalty 2665.093685 = -261303.760507
  nChanged 308
		SP:Iteration 2F (152105.540000 sec): 3 clusters
  Score: Raw -264210.494641 + Penalty 2665.093685 = -261545.400957
  nChanged 235
		SP:Iteration 3F (152105.620000 sec): 3 clusters
  Score: Raw -264417.089435 + Penalty 2665.093685 = -261751.995750
  nChanged 204
		SP:Iteration 4F (152105.690000 sec): 3 clusters
  Score: Raw -264610.007571 + Penalty 2665.093685 = -261944.913886
  nChanged 189
		SP:Iteration 5F (152105.760000 sec): 3 clusters
  Score: Raw -264790.881557 + Penalty 2665.093685 = -262125.787872
  nChanged 170
		SP:Iteration 6Q (152105.830000 sec): 3 clusters
  Score: Raw -264958.082542 + Penalty 2665.093685 = -262292.988858
  nChanged 147
		SP:Iteration 7Q (152105.910000 sec): 3 clusters
  Score: Raw -265065.065863 + Penalty 2665.093685 = -262399.972178
  nChanged 108
		SP:Iteration 8Q (152105.980000 sec): 3 clusters
  Score: Raw -265141.028825 + Penalty 2665.093685 = -262475.935141
  nChanged 96
		SP:Iteration 9Q (152106.050000 sec): 3 clusters
  Score: Raw -265193.662355 + Penalty 2665.093685 = -262528.568670
  nChanged 71
		SP:Iteration 10Q (152106.120000 sec): 3 clusters
  Score: Raw -265235.960274 + Penalty 2665.093685 = -262570.866590
  nChanged 63
		SP:Iteration 11Q (152106.200000 sec): 3 clusters
  Score: Raw -265272.627013 + Penalty 2665.093685 = -262607.533328
  nChanged 62
		SP:Iteration 12Q (152106.270000 sec): 3 clusters
  Score: Raw -265310.520529 + Penalty 2665.093685 = -262645.426845
  nChanged 54
		SP:Iteration 13Q (152106.340000 sec): 3 clusters
  Score: Raw -265337.825498 + Penalty 2665.093685 = -262672.731813
  nChanged 34
		SP:Iteration 14Q (152106.420000 sec): 3 clusters
  Score: Raw -265354.479296 + Penalty 2665.093685 = -262689.385612
  nChanged 34
		SP:Iteration 15Q (152106.490000 sec): 3 clusters
  Score: Raw -265364.810814 + Penalty 2665.093685 = -262699.717130
  nChanged 19
		SP:Iteration 16Q (152106.560000 sec): 3 clusters
  Score: Raw -265372.563225 + Penalty 2665.093685 = -262707.469541
  nChanged 11
		SP:Iteration 17Q (152106.630000 sec): 3 clusters
  Score: Raw -265378.303487 + Penalty 2665.093685 = -262713.209803
  nChanged 18
		SP:Iteration 18Q (152106.700000 sec): 3 clusters
  Score: Raw -265384.532602 + Penalty 2665.093685 = -262719.438917
  nChanged 3
		SP:Iteration 19Q (152106.770000 sec): 3 clusters
  Score: Raw -265384.815322 + Penalty 2665.093685 = -262719.721638
  nChanged 3
		SP:Iteration 20F (152106.840000 sec): 3 clusters
  Score: Raw -265386.130678 + Penalty 2665.093685 = -262721.036993
  nChanged 3
		SP:Iteration 21Q (152106.920000 sec): 3 clusters
  Score: Raw -265386.651020 + Penalty 2665.093685 = -262721.557335
  nChanged 1
		SP:Iteration 22Q (152106.990000 sec): 3 clusters
  Score: Raw -265386.942009 + Penalty 2665.093685 = -262721.848324
  nChanged 3
		SP:Iteration 23Q (152107.060000 sec): 3 clusters
  Score: Raw -265388.450066 + Penalty 2665.093685 = -262723.356382
  nChanged 2
		SP:Iteration 24Q (152107.210000 sec): 3 clusters
  Score: Raw -265389.087976 + Penalty 2665.093685 = -262723.994291
  nChanged 1
		SP:Iteration 25Q (152107.380000 sec): 3 clusters
  Score: Raw -265389.172945 + Penalty 2665.093685 = -262724.079260
  nChanged 0
		SP:Iteration 26F (152107.480000 sec): 3 clusters
  Score: Raw -265389.172945 + Penalty 2665.093685 = -262724.079260
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (3120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152107.550000 sec): 2 clusters
  Score: Raw -252051.859853 + Penalty 1307.408096 = -250744.451757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152107.620000 sec): 3 clusters
  Score: Raw -250591.144066 + Penalty 2614.816191 = -247976.327874
  nChanged 1184
		SP:Iteration 1F (152107.680000 sec): 3 clusters
  Score: Raw -251401.798207 + Penalty 2614.816191 = -248786.982015
  nChanged 278
		SP:Iteration 2F (152107.740000 sec): 3 clusters
  Score: Raw -251621.426050 + Penalty 2614.816191 = -249006.609859
  nChanged 201
		SP:Iteration 3F (152107.800000 sec): 3 clusters
  Score: Raw -251800.891580 + Penalty 2614.816191 = -249186.075389
  nChanged 183
		SP:Iteration 4F (152107.860000 sec): 3 clusters
  Score: Raw -251975.229876 + Penalty 2614.816191 = -249360.413684
  nChanged 164
		SP:Iteration 5F (152107.920000 sec): 3 clusters
  Score: Raw -252127.334221 + Penalty 2614.816191 = -249512.518030
  nChanged 140
		SP:Iteration 6Q (152107.980000 sec): 3 clusters
  Score: Raw -252245.149538 + Penalty 2614.816191 = -249630.333346
  nChanged 123
		SP:Iteration 7Q (152108.040000 sec): 3 clusters
  Score: Raw -252366.448989 + Penalty 2614.816191 = -249751.632797
  nChanged 106
		SP:Iteration 8Q (152108.100000 sec): 3 clusters
  Score: Raw -252476.224739 + Penalty 2614.816191 = -249861.408548
  nChanged 112
		SP:Iteration 9Q (152108.160000 sec): 3 clusters
  Score: Raw -252570.491306 + Penalty 2614.816191 = -249955.675115
  nChanged 84
		SP:Iteration 10Q (152108.220000 sec): 3 clusters
  Score: Raw -252641.486815 + Penalty 2614.816191 = -250026.670624
  nChanged 68
		SP:Iteration 11Q (152108.280000 sec): 3 clusters
  Score: Raw -252687.081775 + Penalty 2614.816191 = -250072.265584
  nChanged 46
		SP:Iteration 12Q (152108.340000 sec): 3 clusters
  Score: Raw -252713.655462 + Penalty 2614.816191 = -250098.839271
  nChanged 36
		SP:Iteration 13Q (152108.400000 sec): 3 clusters
  Score: Raw -252738.125622 + Penalty 2614.816191 = -250123.309430
  nChanged 29
		SP:Iteration 14Q (152108.460000 sec): 3 clusters
  Score: Raw -252751.704782 + Penalty 2614.816191 = -250136.888591
  nChanged 19
		SP:Iteration 15Q (152108.520000 sec): 3 clusters
  Score: Raw -252762.960807 + Penalty 2614.816191 = -250148.144616
  nChanged 15
		SP:Iteration 16Q (152108.590000 sec): 3 clusters
  Score: Raw -252773.707113 + Penalty 2614.816191 = -250158.890922
  nChanged 21
		SP:Iteration 17Q (152108.650000 sec): 3 clusters
  Score: Raw -252782.498730 + Penalty 2614.816191 = -250167.682539
  nChanged 18
		SP:Iteration 18Q (152108.710000 sec): 3 clusters
  Score: Raw -252790.576254 + Penalty 2614.816191 = -250175.760063
  nChanged 16
		SP:Iteration 19Q (152108.770000 sec): 3 clusters
  Score: Raw -252802.981170 + Penalty 2614.816191 = -250188.164978
  nChanged 21
		SP:Iteration 20F (152108.830000 sec): 3 clusters
  Score: Raw -252823.426772 + Penalty 2614.816191 = -250208.610581
  nChanged 26
		SP:Iteration 21Q (152108.890000 sec): 3 clusters
  Score: Raw -252840.242749 + Penalty 2614.816191 = -250225.426558
  nChanged 21
		SP:Iteration 22Q (152108.950000 sec): 3 clusters
  Score: Raw -252849.456791 + Penalty 2614.816191 = -250234.640600
  nChanged 12
		SP:Iteration 23Q (152109.010000 sec): 3 clusters
  Score: Raw -252854.392557 + Penalty 2614.816191 = -250239.576366
  nChanged 13
		SP:Iteration 24Q (152109.070000 sec): 3 clusters
  Score: Raw -252859.543949 + Penalty 2614.816191 = -250244.727757
  nChanged 13
		SP:Iteration 25Q (152109.130000 sec): 3 clusters
  Score: Raw -252864.488423 + Penalty 2614.816191 = -250249.672232
  nChanged 13
		SP:Iteration 26Q (152109.190000 sec): 3 clusters
  Score: Raw -252868.826200 + Penalty 2614.816191 = -250254.010008
  nChanged 15
		SP:Iteration 27Q (152109.360000 sec): 3 clusters
  Score: Raw -252876.191130 + Penalty 2614.816191 = -250261.374939
  nChanged 18
		SP:Iteration 28Q (152109.540000 sec): 3 clusters
  Score: Raw -252886.936314 + Penalty 2614.816191 = -250272.120123
  nChanged 18
		SP:Iteration 29Q (152109.710000 sec): 3 clusters
  Score: Raw -252896.593925 + Penalty 2614.816191 = -250281.777734
  nChanged 17
		SP:Iteration 30Q (152109.780000 sec): 3 clusters
  Score: Raw -252904.856018 + Penalty 2614.816191 = -250290.039826
  nChanged 17
		SP:Iteration 31Q (152109.840000 sec): 3 clusters
  Score: Raw -252911.500025 + Penalty 2614.816191 = -250296.683834
  nChanged 8
		SP:Iteration 32Q (152109.900000 sec): 3 clusters
  Score: Raw -252916.565017 + Penalty 2614.816191 = -250301.748825
  nChanged 13
		SP:Iteration 33Q (152109.960000 sec): 3 clusters
  Score: Raw -252921.582637 + Penalty 2614.816191 = -250306.766446
  nChanged 10
		SP:Iteration 34Q (152110.020000 sec): 3 clusters
  Score: Raw -252925.744362 + Penalty 2614.816191 = -250310.928171
  nChanged 8
		SP:Iteration 35Q (152110.080000 sec): 3 clusters
  Score: Raw -252930.149612 + Penalty 2614.816191 = -250315.333421
  nChanged 12
		SP:Iteration 36Q (152110.140000 sec): 3 clusters
  Score: Raw -252936.767792 + Penalty 2614.816191 = -250321.951601
  nChanged 11
		SP:Iteration 37Q (152110.200000 sec): 3 clusters
  Score: Raw -252940.799499 + Penalty 2614.816191 = -250325.983308
  nChanged 5
		SP:Iteration 38Q (152110.260000 sec): 3 clusters
  Score: Raw -252943.068502 + Penalty 2614.816191 = -250328.252311
  nChanged 4
		SP:Iteration 39Q (152110.320000 sec): 3 clusters
  Score: Raw -252945.187850 + Penalty 2614.816191 = -250330.371659
  nChanged 7
		SP:Iteration 40F (152110.380000 sec): 3 clusters
  Score: Raw -252949.930210 + Penalty 2614.816191 = -250335.114019
  nChanged 6
		SP:Iteration 41Q (152110.440000 sec): 3 clusters
  Score: Raw -252951.970491 + Penalty 2614.816191 = -250337.154300
  nChanged 3
		SP:Iteration 42Q (152110.500000 sec): 3 clusters
  Score: Raw -252953.339871 + Penalty 2614.816191 = -250338.523680
  nChanged 3
		SP:Iteration 43Q (152110.560000 sec): 3 clusters
  Score: Raw -252954.706760 + Penalty 2614.816191 = -250339.890569
  nChanged 2
		SP:Iteration 44Q (152110.620000 sec): 3 clusters
  Score: Raw -252955.280613 + Penalty 2614.816191 = -250340.464422
  nChanged 3
		SP:Iteration 45Q (152110.680000 sec): 3 clusters
  Score: Raw -252956.691305 + Penalty 2614.816191 = -250341.875114
  nChanged 5
		SP:Iteration 46Q (152110.740000 sec): 3 clusters
  Score: Raw -252959.136081 + Penalty 2614.816191 = -250344.319890
  nChanged 2
		SP:Iteration 47Q (152110.800000 sec): 3 clusters
  Score: Raw -252960.400687 + Penalty 2614.816191 = -250345.584495
  nChanged 2
		SP:Iteration 48Q (152110.860000 sec): 3 clusters
  Score: Raw -252960.920749 + Penalty 2614.816191 = -250346.104558
  nChanged 1
		SP:Iteration 49Q (152110.920000 sec): 3 clusters
  Score: Raw -252961.126778 + Penalty 2614.816191 = -250346.310587
  nChanged 1
		SP:Iteration 50Q (152110.980000 sec): 3 clusters
  Score: Raw -252961.324078 + Penalty 2614.816191 = -250346.507887
  nChanged 0
		SP:Iteration 51F (152111.040000 sec): 3 clusters
  Score: Raw -252961.324078 + Penalty 2614.816191 = -250346.507887
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (3392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152111.120000 sec): 2 clusters
  Score: Raw -275304.604128 + Penalty 1320.990937 = -273983.613191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152111.300000 sec): 3 clusters
  Score: Raw -273632.960876 + Penalty 2641.981874 = -270990.979002
  nChanged 1266
		SP:Iteration 1F (152111.480000 sec): 3 clusters
  Score: Raw -274525.779642 + Penalty 2641.981874 = -271883.797768
  nChanged 331
		SP:Iteration 2F (152111.640000 sec): 3 clusters
  Score: Raw -274828.805984 + Penalty 2641.981874 = -272186.824110
  nChanged 270
		SP:Iteration 3F (152111.710000 sec): 3 clusters
  Score: Raw -275041.569544 + Penalty 2641.981874 = -272399.587670
  nChanged 177
		SP:Iteration 4F (152111.780000 sec): 3 clusters
  Score: Raw -275162.998157 + Penalty 2641.981874 = -272521.016283
  nChanged 131
		SP:Iteration 5Q (152111.920000 sec): 3 clusters
  Score: Raw -275262.129545 + Penalty 2641.981874 = -272620.147671
  nChanged 115
		SP:Iteration 6Q (152112.060000 sec): 3 clusters
  Score: Raw -275334.712731 + Penalty 2641.981874 = -272692.730857
  nChanged 79
		SP:Iteration 7Q (152112.130000 sec): 3 clusters
  Score: Raw -275380.400828 + Penalty 2641.981874 = -272738.418954
  nChanged 65
		SP:Iteration 8Q (152112.200000 sec): 3 clusters
  Score: Raw -275416.807863 + Penalty 2641.981874 = -272774.825989
  nChanged 66
		SP:Iteration 9Q (152112.260000 sec): 3 clusters
  Score: Raw -275461.152589 + Penalty 2641.981874 = -272819.170715
  nChanged 64
		SP:Iteration 10Q (152112.320000 sec): 3 clusters
  Score: Raw -275504.810247 + Penalty 2641.981874 = -272862.828373
  nChanged 54
		SP:Iteration 11Q (152112.380000 sec): 3 clusters
  Score: Raw -275531.092328 + Penalty 2641.981874 = -272889.110454
  nChanged 40
		SP:Iteration 12Q (152112.450000 sec): 3 clusters
  Score: Raw -275549.833880 + Penalty 2641.981874 = -272907.852006
  nChanged 41
		SP:Iteration 13Q (152112.510000 sec): 3 clusters
  Score: Raw -275571.464576 + Penalty 2641.981874 = -272929.482702
  nChanged 44
		SP:Iteration 14Q (152112.570000 sec): 3 clusters
  Score: Raw -275598.548596 + Penalty 2641.981874 = -272956.566722
  nChanged 37
		SP:Iteration 15Q (152112.630000 sec): 3 clusters
  Score: Raw -275622.161543 + Penalty 2641.981874 = -272980.179669
  nChanged 35
		SP:Iteration 16Q (152112.690000 sec): 3 clusters
  Score: Raw -275640.138598 + Penalty 2641.981874 = -272998.156724
  nChanged 36
		SP:Iteration 17Q (152112.750000 sec): 3 clusters
  Score: Raw -275657.624813 + Penalty 2641.981874 = -273015.642939
  nChanged 26
		SP:Iteration 18Q (152112.810000 sec): 3 clusters
  Score: Raw -275667.457219 + Penalty 2641.981874 = -273025.475345
  nChanged 12
		SP:Iteration 19Q (152112.870000 sec): 3 clusters
  Score: Raw -275671.995708 + Penalty 2641.981874 = -273030.013834
  nChanged 10
		SP:Iteration 20F (152112.920000 sec): 3 clusters
  Score: Raw -275674.951808 + Penalty 2641.981874 = -273032.969934
  nChanged 3
		SP:Iteration 21Q (152112.980000 sec): 3 clusters
  Score: Raw -275675.990801 + Penalty 2641.981874 = -273034.008927
  nChanged 5
		SP:Iteration 22Q (152113.040000 sec): 3 clusters
  Score: Raw -275677.443401 + Penalty 2641.981874 = -273035.461527
  nChanged 2
		SP:Iteration 23Q (152113.100000 sec): 3 clusters
  Score: Raw -275677.746715 + Penalty 2641.981874 = -273035.764841
  nChanged 2
		SP:Iteration 24Q (152113.160000 sec): 3 clusters
  Score: Raw -275678.279145 + Penalty 2641.981874 = -273036.297271
  nChanged 3
		SP:Iteration 25Q (152113.220000 sec): 3 clusters
  Score: Raw -275678.950437 + Penalty 2641.981874 = -273036.968563
  nChanged 0
		SP:Iteration 26F (152113.360000 sec): 3 clusters
  Score: Raw -275678.950437 + Penalty 2641.981874 = -273036.968563
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (3900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152113.470000 sec): 2 clusters
  Score: Raw -302462.058702 + Penalty 1343.668923 = -301118.389779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152113.640000 sec): 3 clusters
  Score: Raw -300541.276093 + Penalty 2687.337845 = -297853.938248
  nChanged 1527
		SP:Iteration 1F (152113.800000 sec): 3 clusters
  Score: Raw -301573.796249 + Penalty 2687.337845 = -298886.458404
  nChanged 378
		SP:Iteration 2F (152113.870000 sec): 3 clusters
  Score: Raw -301914.261686 + Penalty 2687.337845 = -299226.923841
  nChanged 322
		SP:Iteration 3F (152114.040000 sec): 3 clusters
  Score: Raw -302206.636554 + Penalty 2687.337845 = -299519.298708
  nChanged 238
		SP:Iteration 4F (152114.220000 sec): 3 clusters
  Score: Raw -302436.629687 + Penalty 2687.337845 = -299749.291841
  nChanged 223
		SP:Iteration 5F (152114.390000 sec): 3 clusters
  Score: Raw -302645.414770 + Penalty 2687.337845 = -299958.076924
  nChanged 187
		SP:Iteration 6Q (152114.500000 sec): 3 clusters
  Score: Raw -302798.701369 + Penalty 2687.337845 = -300111.363524
  nChanged 145
		SP:Iteration 7Q (152114.570000 sec): 3 clusters
  Score: Raw -302924.538125 + Penalty 2687.337845 = -300237.200280
  nChanged 132
		SP:Iteration 8Q (152114.750000 sec): 3 clusters
  Score: Raw -303021.137844 + Penalty 2687.337845 = -300333.799999
  nChanged 104
		SP:Iteration 9Q (152114.920000 sec): 3 clusters
  Score: Raw -303090.799432 + Penalty 2687.337845 = -300403.461586
  nChanged 82
		SP:Iteration 10Q (152115.100000 sec): 3 clusters
  Score: Raw -303135.296696 + Penalty 2687.337845 = -300447.958850
  nChanged 65
		SP:Iteration 11Q (152115.280000 sec): 3 clusters
  Score: Raw -303169.605271 + Penalty 2687.337845 = -300482.267425
  nChanged 53
		SP:Iteration 12Q (152115.450000 sec): 3 clusters
  Score: Raw -303198.965756 + Penalty 2687.337845 = -300511.627911
  nChanged 46
		SP:Iteration 13Q (152115.630000 sec): 3 clusters
  Score: Raw -303225.739108 + Penalty 2687.337845 = -300538.401263
  nChanged 56
		SP:Iteration 14Q (152115.800000 sec): 3 clusters
  Score: Raw -303254.857337 + Penalty 2687.337845 = -300567.519491
  nChanged 47
		SP:Iteration 15Q (152115.980000 sec): 3 clusters
  Score: Raw -303276.883449 + Penalty 2687.337845 = -300589.545604
  nChanged 41
		SP:Iteration 16Q (152116.160000 sec): 3 clusters
  Score: Raw -303294.573125 + Penalty 2687.337845 = -300607.235280
  nChanged 39
		SP:Iteration 17Q (152116.330000 sec): 3 clusters
  Score: Raw -303312.079958 + Penalty 2687.337845 = -300624.742112
  nChanged 33
		SP:Iteration 18Q (152116.510000 sec): 3 clusters
  Score: Raw -303327.863434 + Penalty 2687.337845 = -300640.525589
  nChanged 33
		SP:Iteration 19Q (152116.680000 sec): 3 clusters
  Score: Raw -303339.940731 + Penalty 2687.337845 = -300652.602886
  nChanged 24
		SP:Iteration 20F (152116.860000 sec): 3 clusters
  Score: Raw -303348.810919 + Penalty 2687.337845 = -300661.473073
  nChanged 23
		SP:Iteration 21Q (152116.940000 sec): 3 clusters
  Score: Raw -303356.704670 + Penalty 2687.337845 = -300669.366825
  nChanged 19
		SP:Iteration 22Q (152117.010000 sec): 3 clusters
  Score: Raw -303362.246611 + Penalty 2687.337845 = -300674.908765
  nChanged 14
		SP:Iteration 23Q (152117.080000 sec): 3 clusters
  Score: Raw -303365.253721 + Penalty 2687.337845 = -300677.915875
  nChanged 9
		SP:Iteration 24Q (152117.160000 sec): 3 clusters
  Score: Raw -303368.524084 + Penalty 2687.337845 = -300681.186239
  nChanged 11
		SP:Iteration 25Q (152117.230000 sec): 3 clusters
  Score: Raw -303372.286179 + Penalty 2687.337845 = -300684.948334
  nChanged 10
		SP:Iteration 26Q (152117.300000 sec): 3 clusters
  Score: Raw -303374.481379 + Penalty 2687.337845 = -300687.143534
  nChanged 9
		SP:Iteration 27Q (152117.380000 sec): 3 clusters
  Score: Raw -303377.497527 + Penalty 2687.337845 = -300690.159682
  nChanged 18
		SP:Iteration 28Q (152117.440000 sec): 3 clusters
  Score: Raw -303384.488743 + Penalty 2687.337845 = -300697.150898
  nChanged 19
		SP:Iteration 29Q (152117.620000 sec): 3 clusters
  Score: Raw -303392.343964 + Penalty 2687.337845 = -300705.006118
  nChanged 19
		SP:Iteration 30Q (152117.800000 sec): 3 clusters
  Score: Raw -303399.058604 + Penalty 2687.337845 = -300711.720758
  nChanged 19
		SP:Iteration 31Q (152117.970000 sec): 3 clusters
  Score: Raw -303403.402496 + Penalty 2687.337845 = -300716.064651
  nChanged 9
		SP:Iteration 32Q (152118.150000 sec): 3 clusters
  Score: Raw -303405.951434 + Penalty 2687.337845 = -300718.613589
  nChanged 7
		SP:Iteration 33Q (152118.320000 sec): 3 clusters
  Score: Raw -303408.118000 + Penalty 2687.337845 = -300720.780154
  nChanged 7
		SP:Iteration 34Q (152118.500000 sec): 3 clusters
  Score: Raw -303410.116877 + Penalty 2687.337845 = -300722.779031
  nChanged 3
		SP:Iteration 35Q (152118.680000 sec): 3 clusters
  Score: Raw -303411.008048 + Penalty 2687.337845 = -300723.670203
  nChanged 4
		SP:Iteration 36Q (152118.870000 sec): 3 clusters
  Score: Raw -303411.764948 + Penalty 2687.337845 = -300724.427102
  nChanged 3
		SP:Iteration 37Q (152119.030000 sec): 3 clusters
  Score: Raw -303412.269435 + Penalty 2687.337845 = -300724.931589
  nChanged 3
		SP:Iteration 38Q (152119.200000 sec): 3 clusters
  Score: Raw -303413.225889 + Penalty 2687.337845 = -300725.888044
  nChanged 3
		SP:Iteration 39Q (152119.380000 sec): 3 clusters
  Score: Raw -303414.154819 + Penalty 2687.337845 = -300726.816973
  nChanged 2
		SP:Iteration 40F (152119.560000 sec): 3 clusters
  Score: Raw -303414.690556 + Penalty 2687.337845 = -300727.352711
  nChanged 1
		SP:Iteration 41Q (152119.730000 sec): 3 clusters
  Score: Raw -303415.119197 + Penalty 2687.337845 = -300727.781352
  nChanged 3
		SP:Iteration 42Q (152119.900000 sec): 3 clusters
  Score: Raw -303415.595592 + Penalty 2687.337845 = -300728.257746
  nChanged 1
		SP:Iteration 43Q (152120.080000 sec): 3 clusters
  Score: Raw -303416.042666 + Penalty 2687.337845 = -300728.704820
  nChanged 3
		SP:Iteration 44Q (152120.250000 sec): 3 clusters
  Score: Raw -303417.474747 + Penalty 2687.337845 = -300730.136901
  nChanged 3
		SP:Iteration 45Q (152120.430000 sec): 3 clusters
  Score: Raw -303417.780097 + Penalty 2687.337845 = -300730.442251
  nChanged 1
		SP:Iteration 46Q (152120.600000 sec): 3 clusters
  Score: Raw -303418.213231 + Penalty 2687.337845 = -300730.875386
  nChanged 3
		SP:Iteration 47Q (152120.780000 sec): 3 clusters
  Score: Raw -303418.779025 + Penalty 2687.337845 = -300731.441180
  nChanged 3
		SP:Iteration 48Q (152120.980000 sec): 3 clusters
  Score: Raw -303419.849142 + Penalty 2687.337845 = -300732.511297
  nChanged 2
		SP:Iteration 49Q (152121.180000 sec): 3 clusters
  Score: Raw -303420.342208 + Penalty 2687.337845 = -300733.004363
  nChanged 4
		SP:Iteration 50Q (152121.350000 sec): 3 clusters
  Score: Raw -303421.413895 + Penalty 2687.337845 = -300734.076049
  nChanged 1
		SP:Iteration 51Q (152121.520000 sec): 3 clusters
  Score: Raw -303421.550188 + Penalty 2687.337845 = -300734.212342
  nChanged 1
		SP:Iteration 52Q (152121.700000 sec): 3 clusters
  Score: Raw -303421.687703 + Penalty 2687.337845 = -300734.349858
  nChanged 1
		SP:Iteration 53Q (152121.880000 sec): 3 clusters
  Score: Raw -303421.982052 + Penalty 2687.337845 = -300734.644206
  nChanged 0
		SP:Iteration 54F (152122.050000 sec): 3 clusters
  Score: Raw -303421.982052 + Penalty 2687.337845 = -300734.644206
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (6678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152122.160000 sec): 2 clusters
  Score: Raw -569982.921936 + Penalty 1431.068246 = -568551.853690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152122.380000 sec): 3 clusters
  Score: Raw -566350.324281 + Penalty 2862.136492 = -563488.187790
  nChanged 2775
		SP:Iteration 1F (152122.590000 sec): 3 clusters
  Score: Raw -567872.327242 + Penalty 2862.136492 = -565010.190750
  nChanged 570
		SP:Iteration 2F (152122.800000 sec): 3 clusters
  Score: Raw -568287.826218 + Penalty 2862.136492 = -565425.689726
  nChanged 495
		SP:Iteration 3F (152123.000000 sec): 3 clusters
  Score: Raw -568609.591749 + Penalty 2862.136492 = -565747.455257
  nChanged 400
		SP:Iteration 4F (152123.210000 sec): 3 clusters
  Score: Raw -568844.177049 + Penalty 2862.136492 = -565982.040557
  nChanged 323
		SP:Iteration 5Q (152123.450000 sec): 3 clusters
  Score: Raw -569023.506304 + Penalty 2862.136492 = -566161.369812
  nChanged 284
		SP:Iteration 6Q (152123.620000 sec): 3 clusters
  Score: Raw -569167.897742 + Penalty 2862.136492 = -566305.761250
  nChanged 221
		SP:Iteration 7Q (152123.830000 sec): 3 clusters
  Score: Raw -569272.614190 + Penalty 2862.136492 = -566410.477698
  nChanged 187
		SP:Iteration 8Q (152124.040000 sec): 3 clusters
  Score: Raw -569358.187552 + Penalty 2862.136492 = -566496.051061
  nChanged 156
		SP:Iteration 9Q (152124.240000 sec): 3 clusters
  Score: Raw -569425.213271 + Penalty 2862.136492 = -566563.076780
  nChanged 136
		SP:Iteration 10Q (152124.450000 sec): 3 clusters
  Score: Raw -569482.014486 + Penalty 2862.136492 = -566619.877994
  nChanged 141
		SP:Iteration 11Q (152124.660000 sec): 3 clusters
  Score: Raw -569536.331581 + Penalty 2862.136492 = -566674.195090
  nChanged 119
		SP:Iteration 12Q (152124.860000 sec): 3 clusters
  Score: Raw -569585.024698 + Penalty 2862.136492 = -566722.888206
  nChanged 111
		SP:Iteration 13Q (152125.070000 sec): 3 clusters
  Score: Raw -569624.436926 + Penalty 2862.136492 = -566762.300435
  nChanged 96
		SP:Iteration 14Q (152125.280000 sec): 3 clusters
  Score: Raw -569659.917143 + Penalty 2862.136492 = -566797.780652
  nChanged 79
		SP:Iteration 15Q (152125.490000 sec): 3 clusters
  Score: Raw -569681.598058 + Penalty 2862.136492 = -566819.461566
  nChanged 77
		SP:Iteration 16Q (152125.700000 sec): 3 clusters
  Score: Raw -569708.514095 + Penalty 2862.136492 = -566846.377603
  nChanged 71
		SP:Iteration 17Q (152125.900000 sec): 3 clusters
  Score: Raw -569732.053946 + Penalty 2862.136492 = -566869.917455
  nChanged 72
		SP:Iteration 18Q (152126.110000 sec): 3 clusters
  Score: Raw -569755.546974 + Penalty 2862.136492 = -566893.410482
  nChanged 71
		SP:Iteration 19Q (152126.320000 sec): 3 clusters
  Score: Raw -569781.706429 + Penalty 2862.136492 = -566919.569938
  nChanged 78
		SP:Iteration 20F (152126.520000 sec): 3 clusters
  Score: Raw -569808.154642 + Penalty 2862.136492 = -566946.018151
  nChanged 75
		SP:Iteration 21Q (152126.730000 sec): 3 clusters
  Score: Raw -569835.993001 + Penalty 2862.136492 = -566973.856509
  nChanged 76
		SP:Iteration 22Q (152126.940000 sec): 3 clusters
  Score: Raw -569868.173595 + Penalty 2862.136492 = -567006.037103
  nChanged 94
		SP:Iteration 23Q (152127.190000 sec): 3 clusters
  Score: Raw -569907.279704 + Penalty 2862.136492 = -567045.143212
  nChanged 83
		SP:Iteration 24Q (152127.400000 sec): 3 clusters
  Score: Raw -569940.632735 + Penalty 2862.136492 = -567078.496244
  nChanged 65
		SP:Iteration 25Q (152127.600000 sec): 3 clusters
  Score: Raw -569962.465598 + Penalty 2862.136492 = -567100.329107
  nChanged 67
		SP:Iteration 26Q (152127.810000 sec): 3 clusters
  Score: Raw -569988.806242 + Penalty 2862.136492 = -567126.669751
  nChanged 70
		SP:Iteration 27Q (152128.020000 sec): 3 clusters
  Score: Raw -570016.137219 + Penalty 2862.136492 = -567154.000727
  nChanged 52
		SP:Iteration 28Q (152128.230000 sec): 3 clusters
  Score: Raw -570036.761093 + Penalty 2862.136492 = -567174.624602
  nChanged 48
		SP:Iteration 29Q (152128.430000 sec): 3 clusters
  Score: Raw -570055.544521 + Penalty 2862.136492 = -567193.408029
  nChanged 37
		SP:Iteration 30Q (152128.640000 sec): 3 clusters
  Score: Raw -570068.663168 + Penalty 2862.136492 = -567206.526676
  nChanged 32
		SP:Iteration 31Q (152128.850000 sec): 3 clusters
  Score: Raw -570078.385234 + Penalty 2862.136492 = -567216.248742
  nChanged 29
		SP:Iteration 32Q (152129.060000 sec): 3 clusters
  Score: Raw -570091.966244 + Penalty 2862.136492 = -567229.829752
  nChanged 43
		SP:Iteration 33Q (152129.260000 sec): 3 clusters
  Score: Raw -570110.423177 + Penalty 2862.136492 = -567248.286686
  nChanged 46
		SP:Iteration 34Q (152129.520000 sec): 3 clusters
  Score: Raw -570131.658603 + Penalty 2862.136492 = -567269.522111
  nChanged 43
		SP:Iteration 35Q (152129.720000 sec): 3 clusters
  Score: Raw -570149.396539 + Penalty 2862.136492 = -567287.260048
  nChanged 43
		SP:Iteration 36Q (152129.930000 sec): 3 clusters
  Score: Raw -570167.886063 + Penalty 2862.136492 = -567305.749571
  nChanged 43
		SP:Iteration 37Q (152130.140000 sec): 3 clusters
  Score: Raw -570186.741005 + Penalty 2862.136492 = -567324.604513
  nChanged 36
		SP:Iteration 38Q (152130.340000 sec): 3 clusters
  Score: Raw -570201.680329 + Penalty 2862.136492 = -567339.543837
  nChanged 29
		SP:Iteration 39Q (152130.550000 sec): 3 clusters
  Score: Raw -570217.204706 + Penalty 2862.136492 = -567355.068214
  nChanged 34
		SP:Iteration 40F (152130.760000 sec): 3 clusters
  Score: Raw -570234.040222 + Penalty 2862.136492 = -567371.903730
  nChanged 29
		SP:Iteration 41Q (152130.970000 sec): 3 clusters
  Score: Raw -570246.056287 + Penalty 2862.136492 = -567383.919796
  nChanged 32
		SP:Iteration 42Q (152131.180000 sec): 3 clusters
  Score: Raw -570259.710060 + Penalty 2862.136492 = -567397.573569
  nChanged 32
		SP:Iteration 43Q (152131.400000 sec): 3 clusters
  Score: Raw -570271.248352 + Penalty 2862.136492 = -567409.111861
  nChanged 29
		SP:Iteration 44Q (152131.590000 sec): 3 clusters
  Score: Raw -570284.392739 + Penalty 2862.136492 = -567422.256248
  nChanged 28
		SP:Iteration 45Q (152131.800000 sec): 3 clusters
  Score: Raw -570295.747123 + Penalty 2862.136492 = -567433.610632
  nChanged 23
		SP:Iteration 46Q (152132.000000 sec): 3 clusters
  Score: Raw -570304.464507 + Penalty 2862.136492 = -567442.328015
  nChanged 24
		SP:Iteration 47Q (152132.210000 sec): 3 clusters
  Score: Raw -570313.164977 + Penalty 2862.136492 = -567451.028485
  nChanged 16
		SP:Iteration 48Q (152132.420000 sec): 3 clusters
  Score: Raw -570320.426121 + Penalty 2862.136492 = -567458.289629
  nChanged 22
		SP:Iteration 49Q (152132.630000 sec): 3 clusters
  Score: Raw -570328.668176 + Penalty 2862.136492 = -567466.531684
  nChanged 16
		SP:Iteration 50Q (152132.840000 sec): 3 clusters
  Score: Raw -570332.927282 + Penalty 2862.136492 = -567470.790791
  nChanged 11
		SP:Iteration 51Q (152133.040000 sec): 3 clusters
  Score: Raw -570335.730831 + Penalty 2862.136492 = -567473.594339
  nChanged 6
		SP:Iteration 52Q (152133.250000 sec): 3 clusters
  Score: Raw -570338.066077 + Penalty 2862.136492 = -567475.929586
  nChanged 8
		SP:Iteration 53Q (152133.460000 sec): 3 clusters
  Score: Raw -570341.143050 + Penalty 2862.136492 = -567479.006559
  nChanged 9
		SP:Iteration 54Q (152133.660000 sec): 3 clusters
  Score: Raw -570345.075224 + Penalty 2862.136492 = -567482.938732
  nChanged 10
		SP:Iteration 55Q (152133.870000 sec): 3 clusters
  Score: Raw -570348.044991 + Penalty 2862.136492 = -567485.908500
  nChanged 4
		SP:Iteration 56Q (152134.080000 sec): 3 clusters
  Score: Raw -570348.649551 + Penalty 2862.136492 = -567486.513059
  nChanged 4
		SP:Iteration 57Q (152134.280000 sec): 3 clusters
  Score: Raw -570349.937421 + Penalty 2862.136492 = -567487.800929
  nChanged 5
		SP:Iteration 58Q (152134.490000 sec): 3 clusters
  Score: Raw -570351.711974 + Penalty 2862.136492 = -567489.575483
  nChanged 3
		SP:Iteration 59Q (152134.700000 sec): 3 clusters
  Score: Raw -570352.551538 + Penalty 2862.136492 = -567490.415046
  nChanged 1
		SP:Iteration 60F (152134.910000 sec): 3 clusters
  Score: Raw -570352.699258 + Penalty 2862.136492 = -567490.562767
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (4553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152135.030000 sec): 2 clusters
  Score: Raw -385192.487616 + Penalty 1368.825516 = -383823.662100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152135.220000 sec): 3 clusters
  Score: Raw -382854.213910 + Penalty 2737.651031 = -380116.562878
  nChanged 1868
		SP:Iteration 1F (152135.390000 sec): 3 clusters
  Score: Raw -384028.178996 + Penalty 2737.651031 = -381290.527965
  nChanged 407
		SP:Iteration 2F (152135.570000 sec): 3 clusters
  Score: Raw -384355.891152 + Penalty 2737.651031 = -381618.240120
  nChanged 325
		SP:Iteration 3F (152135.740000 sec): 3 clusters
  Score: Raw -384615.905417 + Penalty 2737.651031 = -381878.254385
  nChanged 257
		SP:Iteration 4F (152135.920000 sec): 3 clusters
  Score: Raw -384819.819711 + Penalty 2737.651031 = -382082.168680
  nChanged 235
		SP:Iteration 5F (152136.100000 sec): 3 clusters
  Score: Raw -385028.325751 + Penalty 2737.651031 = -382290.674720
  nChanged 196
		SP:Iteration 6Q (152136.270000 sec): 3 clusters
  Score: Raw -385228.039319 + Penalty 2737.651031 = -382490.388288
  nChanged 183
		SP:Iteration 7Q (152136.440000 sec): 3 clusters
  Score: Raw -385407.061765 + Penalty 2737.651031 = -382669.410734
  nChanged 180
		SP:Iteration 8Q (152136.600000 sec): 3 clusters
  Score: Raw -385557.289550 + Penalty 2737.651031 = -382819.638518
  nChanged 124
		SP:Iteration 9Q (152136.760000 sec): 3 clusters
  Score: Raw -385646.900973 + Penalty 2737.651031 = -382909.249942
  nChanged 103
		SP:Iteration 10Q (152136.930000 sec): 3 clusters
  Score: Raw -385706.900973 + Penalty 2737.651031 = -382969.249942
  nChanged 70
		SP:Iteration 11Q (152137.090000 sec): 3 clusters
  Score: Raw -385742.037026 + Penalty 2737.651031 = -383004.385994
  nChanged 50
		SP:Iteration 12Q (152137.260000 sec): 3 clusters
  Score: Raw -385757.803413 + Penalty 2737.651031 = -383020.152381
  nChanged 25
		SP:Iteration 13Q (152137.420000 sec): 3 clusters
  Score: Raw -385768.011192 + Penalty 2737.651031 = -383030.360160
  nChanged 28
		SP:Iteration 14Q (152137.580000 sec): 3 clusters
  Score: Raw -385777.569953 + Penalty 2737.651031 = -383039.918922
  nChanged 27
		SP:Iteration 15Q (152137.750000 sec): 3 clusters
  Score: Raw -385784.629681 + Penalty 2737.651031 = -383046.978649
  nChanged 21
		SP:Iteration 16Q (152137.920000 sec): 3 clusters
  Score: Raw -385790.509929 + Penalty 2737.651031 = -383052.858897
  nChanged 16
		SP:Iteration 17Q (152138.100000 sec): 3 clusters
  Score: Raw -385794.722150 + Penalty 2737.651031 = -383057.071119
  nChanged 15
		SP:Iteration 18Q (152138.280000 sec): 3 clusters
  Score: Raw -385799.481878 + Penalty 2737.651031 = -383061.830846
  nChanged 9
		SP:Iteration 19Q (152138.450000 sec): 3 clusters
  Score: Raw -385802.619139 + Penalty 2737.651031 = -383064.968108
  nChanged 11
		SP:Iteration 20F (152138.630000 sec): 3 clusters
  Score: Raw -385805.432001 + Penalty 2737.651031 = -383067.780969
  nChanged 13
		SP:Iteration 21Q (152138.800000 sec): 3 clusters
  Score: Raw -385808.389315 + Penalty 2737.651031 = -383070.738284
  nChanged 6
		SP:Iteration 22Q (152138.980000 sec): 3 clusters
  Score: Raw -385809.595682 + Penalty 2737.651031 = -383071.944650
  nChanged 8
		SP:Iteration 23Q (152139.200000 sec): 3 clusters
  Score: Raw -385810.766381 + Penalty 2737.651031 = -383073.115349
  nChanged 2
		SP:Iteration 24Q (152139.380000 sec): 3 clusters
  Score: Raw -385811.069870 + Penalty 2737.651031 = -383073.418839
  nChanged 1
		SP:Iteration 25Q (152139.550000 sec): 3 clusters
  Score: Raw -385811.443329 + Penalty 2737.651031 = -383073.792297
  nChanged 2
		SP:Iteration 26Q (152139.730000 sec): 3 clusters
  Score: Raw -385811.720565 + Penalty 2737.651031 = -383074.069534
  nChanged 1
		SP:Iteration 27Q (152139.900000 sec): 3 clusters
  Score: Raw -385812.081038 + Penalty 2737.651031 = -383074.430006
  nChanged 1
		SP:Iteration 28Q (152140.080000 sec): 3 clusters
  Score: Raw -385812.281337 + Penalty 2737.651031 = -383074.630306
  nChanged 1
		SP:Iteration 29Q (152140.260000 sec): 3 clusters
  Score: Raw -385812.413119 + Penalty 2737.651031 = -383074.762087
  nChanged 0
		SP:Iteration 30F (152140.430000 sec): 3 clusters
  Score: Raw -385812.413119 + Penalty 2737.651031 = -383074.762087
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (4427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152140.530000 sec): 2 clusters
  Score: Raw -377988.690758 + Penalty 1364.265083 = -376624.425675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152140.700000 sec): 3 clusters
  Score: Raw -375751.422014 + Penalty 2728.530166 = -373022.891848
  nChanged 1760
		SP:Iteration 1F (152140.880000 sec): 3 clusters
  Score: Raw -376853.800835 + Penalty 2728.530166 = -374125.270670
  nChanged 391
		SP:Iteration 2F (152141.060000 sec): 3 clusters
  Score: Raw -377161.701841 + Penalty 2728.530166 = -374433.171676
  nChanged 294
		SP:Iteration 3F (152141.280000 sec): 3 clusters
  Score: Raw -377376.875716 + Penalty 2728.530166 = -374648.345550
  nChanged 240
		SP:Iteration 4F (152141.450000 sec): 3 clusters
  Score: Raw -377547.758952 + Penalty 2728.530166 = -374819.228786
  nChanged 206
		SP:Iteration 5Q (152141.630000 sec): 3 clusters
  Score: Raw -377691.749261 + Penalty 2728.530166 = -374963.219096
  nChanged 172
		SP:Iteration 6Q (152141.800000 sec): 3 clusters
  Score: Raw -377810.459566 + Penalty 2728.530166 = -375081.929401
  nChanged 136
		SP:Iteration 7Q (152141.980000 sec): 3 clusters
  Score: Raw -377900.391289 + Penalty 2728.530166 = -375171.861123
  nChanged 131
		SP:Iteration 8Q (152142.160000 sec): 3 clusters
  Score: Raw -377979.038905 + Penalty 2728.530166 = -375250.508740
  nChanged 109
		SP:Iteration 9Q (152142.330000 sec): 3 clusters
  Score: Raw -378039.103921 + Penalty 2728.530166 = -375310.573755
  nChanged 92
		SP:Iteration 10Q (152142.500000 sec): 3 clusters
  Score: Raw -378093.826784 + Penalty 2728.530166 = -375365.296618
  nChanged 78
		SP:Iteration 11Q (152142.680000 sec): 3 clusters
  Score: Raw -378131.264947 + Penalty 2728.530166 = -375402.734782
  nChanged 78
		SP:Iteration 12Q (152142.860000 sec): 3 clusters
  Score: Raw -378180.539023 + Penalty 2728.530166 = -375452.008857
  nChanged 74
		SP:Iteration 13Q (152143.030000 sec): 3 clusters
  Score: Raw -378235.409061 + Penalty 2728.530166 = -375506.878895
  nChanged 77
		SP:Iteration 14Q (152143.210000 sec): 3 clusters
  Score: Raw -378285.727060 + Penalty 2728.530166 = -375557.196895
  nChanged 93
		SP:Iteration 15Q (152143.380000 sec): 3 clusters
  Score: Raw -378333.793329 + Penalty 2728.530166 = -375605.263163
  nChanged 70
		SP:Iteration 16Q (152143.560000 sec): 3 clusters
  Score: Raw -378376.877359 + Penalty 2728.530166 = -375648.347193
  nChanged 64
		SP:Iteration 17Q (152143.740000 sec): 3 clusters
  Score: Raw -378420.527040 + Penalty 2728.530166 = -375691.996874
  nChanged 72
		SP:Iteration 18Q (152143.910000 sec): 3 clusters
  Score: Raw -378456.043129 + Penalty 2728.530166 = -375727.512963
  nChanged 57
		SP:Iteration 19Q (152144.090000 sec): 3 clusters
  Score: Raw -378484.663365 + Penalty 2728.530166 = -375756.133200
  nChanged 39
		SP:Iteration 20F (152144.270000 sec): 3 clusters
  Score: Raw -378497.765537 + Penalty 2728.530166 = -375769.235372
  nChanged 26
		SP:Iteration 21Q (152144.440000 sec): 3 clusters
  Score: Raw -378505.883310 + Penalty 2728.530166 = -375777.353144
  nChanged 18
		SP:Iteration 22Q (152144.610000 sec): 3 clusters
  Score: Raw -378509.948713 + Penalty 2728.530166 = -375781.418548
  nChanged 10
		SP:Iteration 23Q (152144.790000 sec): 3 clusters
  Score: Raw -378513.294918 + Penalty 2728.530166 = -375784.764752
  nChanged 8
		SP:Iteration 24Q (152144.970000 sec): 3 clusters
  Score: Raw -378515.183075 + Penalty 2728.530166 = -375786.652909
  nChanged 3
		SP:Iteration 25Q (152145.140000 sec): 3 clusters
  Score: Raw -378516.260025 + Penalty 2728.530166 = -375787.729860
  nChanged 5
		SP:Iteration 26Q (152145.320000 sec): 3 clusters
  Score: Raw -378517.478633 + Penalty 2728.530166 = -375788.948467
  nChanged 4
		SP:Iteration 27Q (152145.490000 sec): 3 clusters
  Score: Raw -378519.102795 + Penalty 2728.530166 = -375790.572630
  nChanged 12
		SP:Iteration 28Q (152145.670000 sec): 3 clusters
  Score: Raw -378523.347405 + Penalty 2728.530166 = -375794.817240
  nChanged 7
		SP:Iteration 29Q (152145.850000 sec): 3 clusters
  Score: Raw -378524.702988 + Penalty 2728.530166 = -375796.172822
  nChanged 7
		SP:Iteration 30Q (152146.020000 sec): 3 clusters
  Score: Raw -378526.825337 + Penalty 2728.530166 = -375798.295171
  nChanged 6
		SP:Iteration 31Q (152146.200000 sec): 3 clusters
  Score: Raw -378528.513035 + Penalty 2728.530166 = -375799.982869
  nChanged 3
		SP:Iteration 32Q (152146.370000 sec): 3 clusters
  Score: Raw -378529.540116 + Penalty 2728.530166 = -375801.009950
  nChanged 3
		SP:Iteration 33Q (152146.550000 sec): 3 clusters
  Score: Raw -378530.411606 + Penalty 2728.530166 = -375801.881440
  nChanged 5
		SP:Iteration 34Q (152146.730000 sec): 3 clusters
  Score: Raw -378531.632609 + Penalty 2728.530166 = -375803.102444
  nChanged 4
		SP:Iteration 35Q (152146.900000 sec): 3 clusters
  Score: Raw -378532.779318 + Penalty 2728.530166 = -375804.249152
  nChanged 2
		SP:Iteration 36Q (152147.080000 sec): 3 clusters
  Score: Raw -378533.525408 + Penalty 2728.530166 = -375804.995242
  nChanged 3
		SP:Iteration 37Q (152147.250000 sec): 3 clusters
  Score: Raw -378533.985473 + Penalty 2728.530166 = -375805.455307
  nChanged 1
		SP:Iteration 38Q (152147.430000 sec): 3 clusters
  Score: Raw -378534.360903 + Penalty 2728.530166 = -375805.830738
  nChanged 2
		SP:Iteration 39Q (152147.610000 sec): 3 clusters
  Score: Raw -378535.050091 + Penalty 2728.530166 = -375806.519925
  nChanged 3
		SP:Iteration 40F (152147.780000 sec): 3 clusters
  Score: Raw -378535.452699 + Penalty 2728.530166 = -375806.922534
  nChanged 2
		SP:Iteration 41Q (152147.890000 sec): 3 clusters
  Score: Raw -378535.856107 + Penalty 2728.530166 = -375807.325941
  nChanged 3
		SP:Iteration 42Q (152147.970000 sec): 3 clusters
  Score: Raw -378536.303812 + Penalty 2728.530166 = -375807.773646
  nChanged 1
		SP:Iteration 43Q (152148.050000 sec): 3 clusters
  Score: Raw -378536.412542 + Penalty 2728.530166 = -375807.882376
  nChanged 0
		SP:Iteration 44F (152148.140000 sec): 3 clusters
  Score: Raw -378536.412542 + Penalty 2728.530166 = -375807.882376
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (4160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152148.240000 sec): 2 clusters
  Score: Raw -318293.163219 + Penalty 1354.156432 = -316939.006787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152148.410000 sec): 3 clusters
  Score: Raw -316239.707222 + Penalty 2708.312865 = -313531.394358
  nChanged 1648
		SP:Iteration 1F (152148.590000 sec): 3 clusters
  Score: Raw -317201.059310 + Penalty 2708.312865 = -314492.746445
  nChanged 347
		SP:Iteration 2F (152148.770000 sec): 3 clusters
  Score: Raw -317432.338557 + Penalty 2708.312865 = -314724.025692
  nChanged 267
		SP:Iteration 3F (152148.940000 sec): 3 clusters
  Score: Raw -317590.856035 + Penalty 2708.312865 = -314882.543170
  nChanged 202
		SP:Iteration 4Q (152149.120000 sec): 3 clusters
  Score: Raw -317712.975218 + Penalty 2708.312865 = -315004.662353
  nChanged 190
		SP:Iteration 5Q (152149.290000 sec): 3 clusters
  Score: Raw -317817.807470 + Penalty 2708.312865 = -315109.494605
  nChanged 154
		SP:Iteration 6Q (152149.470000 sec): 3 clusters
  Score: Raw -317914.743612 + Penalty 2708.312865 = -315206.430748
  nChanged 146
		SP:Iteration 7Q (152149.650000 sec): 3 clusters
  Score: Raw -318017.550472 + Penalty 2708.312865 = -315309.237607
  nChanged 136
		SP:Iteration 8Q (152149.820000 sec): 3 clusters
  Score: Raw -318140.638849 + Penalty 2708.312865 = -315432.325984
  nChanged 143
		SP:Iteration 9Q (152150.000000 sec): 3 clusters
  Score: Raw -318267.962518 + Penalty 2708.312865 = -315559.649653
  nChanged 139
		SP:Iteration 10Q (152150.170000 sec): 3 clusters
  Score: Raw -318397.498203 + Penalty 2708.312865 = -315689.185338
  nChanged 147
		SP:Iteration 11Q (152150.350000 sec): 3 clusters
  Score: Raw -318546.207084 + Penalty 2708.312865 = -315837.894219
  nChanged 139
		SP:Iteration 12Q (152150.530000 sec): 3 clusters
  Score: Raw -318691.242516 + Penalty 2708.312865 = -315982.929651
  nChanged 130
		SP:Iteration 13Q (152150.700000 sec): 3 clusters
  Score: Raw -318817.773972 + Penalty 2708.312865 = -316109.461108
  nChanged 118
		SP:Iteration 14Q (152150.880000 sec): 3 clusters
  Score: Raw -318939.142874 + Penalty 2708.312865 = -316230.830010
  nChanged 107
		SP:Iteration 15Q (152151.050000 sec): 3 clusters
  Score: Raw -319022.319430 + Penalty 2708.312865 = -316314.006565
  nChanged 82
		SP:Iteration 16Q (152151.240000 sec): 3 clusters
  Score: Raw -319070.198755 + Penalty 2708.312865 = -316361.885891
  nChanged 49
		SP:Iteration 17Q (152151.420000 sec): 3 clusters
  Score: Raw -319094.498828 + Penalty 2708.312865 = -316386.185963
  nChanged 36
		SP:Iteration 18Q (152151.600000 sec): 3 clusters
  Score: Raw -319106.820927 + Penalty 2708.312865 = -316398.508062
  nChanged 25
		SP:Iteration 19Q (152151.770000 sec): 3 clusters
  Score: Raw -319115.971264 + Penalty 2708.312865 = -316407.658399
  nChanged 18
		SP:Iteration 20F (152151.950000 sec): 3 clusters
  Score: Raw -319121.725017 + Penalty 2708.312865 = -316413.412152
  nChanged 13
		SP:Iteration 21Q (152152.130000 sec): 3 clusters
  Score: Raw -319128.532320 + Penalty 2708.312865 = -316420.219456
  nChanged 11
		SP:Iteration 22Q (152152.300000 sec): 3 clusters
  Score: Raw -319132.258744 + Penalty 2708.312865 = -316423.945879
  nChanged 6
		SP:Iteration 23Q (152152.480000 sec): 3 clusters
  Score: Raw -319133.549206 + Penalty 2708.312865 = -316425.236342
  nChanged 6
		SP:Iteration 24Q (152152.650000 sec): 3 clusters
  Score: Raw -319135.837506 + Penalty 2708.312865 = -316427.524641
  nChanged 6
		SP:Iteration 25Q (152152.830000 sec): 3 clusters
  Score: Raw -319138.350499 + Penalty 2708.312865 = -316430.037634
  nChanged 7
		SP:Iteration 26Q (152153.000000 sec): 3 clusters
  Score: Raw -319142.031275 + Penalty 2708.312865 = -316433.718410
  nChanged 11
		SP:Iteration 27Q (152153.180000 sec): 3 clusters
  Score: Raw -319146.998449 + Penalty 2708.312865 = -316438.685584
  nChanged 10
		SP:Iteration 28Q (152153.350000 sec): 3 clusters
  Score: Raw -319150.367879 + Penalty 2708.312865 = -316442.055014
  nChanged 7
		SP:Iteration 29Q (152153.530000 sec): 3 clusters
  Score: Raw -319152.581049 + Penalty 2708.312865 = -316444.268184
  nChanged 6
		SP:Iteration 30Q (152153.710000 sec): 3 clusters
  Score: Raw -319153.313455 + Penalty 2708.312865 = -316445.000590
  nChanged 1
		SP:Iteration 31Q (152153.880000 sec): 3 clusters
  Score: Raw -319153.434293 + Penalty 2708.312865 = -316445.121428
  nChanged 1
		SP:Iteration 32Q (152154.060000 sec): 3 clusters
  Score: Raw -319153.530650 + Penalty 2708.312865 = -316445.217785
  nChanged 1
		SP:Iteration 33Q (152154.230000 sec): 3 clusters
  Score: Raw -319154.009152 + Penalty 2708.312865 = -316445.696287
  nChanged 3
		SP:Iteration 34Q (152154.410000 sec): 3 clusters
  Score: Raw -319155.107152 + Penalty 2708.312865 = -316446.794288
  nChanged 4
		SP:Iteration 35Q (152154.590000 sec): 3 clusters
  Score: Raw -319157.157164 + Penalty 2708.312865 = -316448.844299
  nChanged 3
		SP:Iteration 36Q (152154.760000 sec): 3 clusters
  Score: Raw -319158.107317 + Penalty 2708.312865 = -316449.794453
  nChanged 3
		SP:Iteration 37Q (152154.940000 sec): 3 clusters
  Score: Raw -319158.370264 + Penalty 2708.312865 = -316450.057399
  nChanged 1
		SP:Iteration 38Q (152155.110000 sec): 3 clusters
  Score: Raw -319158.460294 + Penalty 2708.312865 = -316450.147429
  nChanged 0
		SP:Iteration 39F (152155.290000 sec): 3 clusters
  Score: Raw -319158.460294 + Penalty 2708.312865 = -316450.147429
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (4330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152155.390000 sec): 2 clusters
  Score: Raw -376822.486471 + Penalty 1360.664958 = -375461.821513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152155.570000 sec): 3 clusters
  Score: Raw -374644.908618 + Penalty 2721.329917 = -371923.578702
  nChanged 1719
		SP:Iteration 1F (152155.740000 sec): 3 clusters
  Score: Raw -375644.058102 + Penalty 2721.329917 = -372922.728185
  nChanged 321
		SP:Iteration 2F (152155.920000 sec): 3 clusters
  Score: Raw -375854.774703 + Penalty 2721.329917 = -373133.444786
  nChanged 242
		SP:Iteration 3F (152156.090000 sec): 3 clusters
  Score: Raw -376030.837266 + Penalty 2721.329917 = -373309.507349
  nChanged 237
		SP:Iteration 4F (152156.180000 sec): 3 clusters
  Score: Raw -376187.688435 + Penalty 2721.329917 = -373466.358518
  nChanged 212
		SP:Iteration 5Q (152156.270000 sec): 3 clusters
  Score: Raw -376330.552977 + Penalty 2721.329917 = -373609.223060
  nChanged 179
		SP:Iteration 6Q (152156.350000 sec): 3 clusters
  Score: Raw -376443.507209 + Penalty 2721.329917 = -373722.177292
  nChanged 166
		SP:Iteration 7Q (152156.430000 sec): 3 clusters
  Score: Raw -376546.336303 + Penalty 2721.329917 = -373825.006386
  nChanged 135
		SP:Iteration 8Q (152156.520000 sec): 3 clusters
  Score: Raw -376623.776836 + Penalty 2721.329917 = -373902.446919
  nChanged 110
		SP:Iteration 9Q (152156.610000 sec): 3 clusters
  Score: Raw -376687.242414 + Penalty 2721.329917 = -373965.912497
  nChanged 88
		SP:Iteration 10Q (152156.690000 sec): 3 clusters
  Score: Raw -376747.501112 + Penalty 2721.329917 = -374026.171195
  nChanged 92
		SP:Iteration 11Q (152156.780000 sec): 3 clusters
  Score: Raw -376814.023741 + Penalty 2721.329917 = -374092.693824
  nChanged 81
		SP:Iteration 12Q (152156.990000 sec): 3 clusters
  Score: Raw -376863.336905 + Penalty 2721.329917 = -374142.006988
  nChanged 60
		SP:Iteration 13Q (152157.130000 sec): 3 clusters
  Score: Raw -376904.109509 + Penalty 2721.329917 = -374182.779592
  nChanged 48
		SP:Iteration 14Q (152157.310000 sec): 3 clusters
  Score: Raw -376945.448356 + Penalty 2721.329917 = -374224.118439
  nChanged 54
		SP:Iteration 15Q (152157.480000 sec): 3 clusters
  Score: Raw -376986.080387 + Penalty 2721.329917 = -374264.750470
  nChanged 47
		SP:Iteration 16Q (152157.660000 sec): 3 clusters
  Score: Raw -377018.010070 + Penalty 2721.329917 = -374296.680153
  nChanged 44
		SP:Iteration 17Q (152157.830000 sec): 3 clusters
  Score: Raw -377050.144688 + Penalty 2721.329917 = -374328.814771
  nChanged 40
		SP:Iteration 18Q (152158.010000 sec): 3 clusters
  Score: Raw -377075.432884 + Penalty 2721.329917 = -374354.102967
  nChanged 43
		SP:Iteration 19Q (152158.190000 sec): 3 clusters
  Score: Raw -377115.177383 + Penalty 2721.329917 = -374393.847466
  nChanged 47
		SP:Iteration 20F (152158.360000 sec): 3 clusters
  Score: Raw -377147.811621 + Penalty 2721.329917 = -374426.481705
  nChanged 41
		SP:Iteration 21Q (152158.540000 sec): 3 clusters
  Score: Raw -377173.446746 + Penalty 2721.329917 = -374452.116829
  nChanged 36
		SP:Iteration 22Q (152158.710000 sec): 3 clusters
  Score: Raw -377196.810047 + Penalty 2721.329917 = -374475.480130
  nChanged 25
		SP:Iteration 23Q (152158.890000 sec): 3 clusters
  Score: Raw -377207.180117 + Penalty 2721.329917 = -374485.850200
  nChanged 21
		SP:Iteration 24Q (152159.060000 sec): 3 clusters
  Score: Raw -377215.736047 + Penalty 2721.329917 = -374494.406130
  nChanged 7
		SP:Iteration 25Q (152159.240000 sec): 3 clusters
  Score: Raw -377220.416420 + Penalty 2721.329917 = -374499.086503
  nChanged 6
		SP:Iteration 26Q (152159.410000 sec): 3 clusters
  Score: Raw -377223.622119 + Penalty 2721.329917 = -374502.292202
  nChanged 6
		SP:Iteration 27Q (152159.570000 sec): 3 clusters
  Score: Raw -377224.698677 + Penalty 2721.329917 = -374503.368760
  nChanged 1
		SP:Iteration 28Q (152159.650000 sec): 3 clusters
  Score: Raw -377224.993599 + Penalty 2721.329917 = -374503.663682
  nChanged 0
		SP:Iteration 29F (152159.740000 sec): 3 clusters
  Score: Raw -377224.993599 + Penalty 2721.329917 = -374503.663682
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (7077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152159.870000 sec): 2 clusters
  Score: Raw -615551.570541 + Penalty 1440.498372 = -614111.072168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152160.050000 sec): 3 clusters
  Score: Raw -611750.376580 + Penalty 2880.996745 = -608869.379835
  nChanged 2913
		SP:Iteration 1F (152160.250000 sec): 3 clusters
  Score: Raw -613357.637984 + Penalty 2880.996745 = -610476.641240
  nChanged 504
		SP:Iteration 2F (152160.460000 sec): 3 clusters
  Score: Raw -613658.407823 + Penalty 2880.996745 = -610777.411079
  nChanged 416
		SP:Iteration 3F (152160.660000 sec): 3 clusters
  Score: Raw -613913.730866 + Penalty 2880.996745 = -611032.734121
  nChanged 395
		SP:Iteration 4F (152160.860000 sec): 3 clusters
  Score: Raw -614176.102377 + Penalty 2880.996745 = -611295.105633
  nChanged 390
		SP:Iteration 5F (152161.070000 sec): 3 clusters
  Score: Raw -614444.281448 + Penalty 2880.996745 = -611563.284703
  nChanged 389
		SP:Iteration 6F (152161.270000 sec): 3 clusters
  Score: Raw -614738.506146 + Penalty 2880.996745 = -611857.509401
  nChanged 376
		SP:Iteration 7F (152161.470000 sec): 3 clusters
  Score: Raw -615029.678807 + Penalty 2880.996745 = -612148.682063
  nChanged 309
		SP:Iteration 8Q (152161.680000 sec): 3 clusters
  Score: Raw -615249.702686 + Penalty 2880.996745 = -612368.705941
  nChanged 284
		SP:Iteration 9Q (152161.880000 sec): 3 clusters
  Score: Raw -615410.945571 + Penalty 2880.996745 = -612529.948826
  nChanged 206
		SP:Iteration 10Q (152162.090000 sec): 3 clusters
  Score: Raw -615508.126265 + Penalty 2880.996745 = -612627.129520
  nChanged 165
		SP:Iteration 11Q (152162.290000 sec): 3 clusters
  Score: Raw -615577.355258 + Penalty 2880.996745 = -612696.358513
  nChanged 117
		SP:Iteration 12Q (152162.390000 sec): 3 clusters
  Score: Raw -615627.639135 + Penalty 2880.996745 = -612746.642390
  nChanged 113
		SP:Iteration 13Q (152162.500000 sec): 3 clusters
  Score: Raw -615678.357890 + Penalty 2880.996745 = -612797.361145
  nChanged 99
		SP:Iteration 14Q (152162.620000 sec): 3 clusters
  Score: Raw -615722.340128 + Penalty 2880.996745 = -612841.343383
  nChanged 102
		SP:Iteration 15Q (152162.810000 sec): 3 clusters
  Score: Raw -615768.798743 + Penalty 2880.996745 = -612887.801999
  nChanged 113
		SP:Iteration 16Q (152162.920000 sec): 3 clusters
  Score: Raw -615816.713431 + Penalty 2880.996745 = -612935.716686
  nChanged 100
		SP:Iteration 17Q (152163.030000 sec): 3 clusters
  Score: Raw -615860.244934 + Penalty 2880.996745 = -612979.248189
  nChanged 99
		SP:Iteration 18Q (152163.140000 sec): 3 clusters
  Score: Raw -615901.278250 + Penalty 2880.996745 = -613020.281505
  nChanged 89
		SP:Iteration 19Q (152163.240000 sec): 3 clusters
  Score: Raw -615945.349552 + Penalty 2880.996745 = -613064.352807
  nChanged 98
		SP:Iteration 20F (152163.460000 sec): 3 clusters
  Score: Raw -615995.011158 + Penalty 2880.996745 = -613114.014413
  nChanged 98
		SP:Iteration 21Q (152163.580000 sec): 3 clusters
  Score: Raw -616030.757242 + Penalty 2880.996745 = -613149.760497
  nChanged 81
		SP:Iteration 22Q (152163.790000 sec): 3 clusters
  Score: Raw -616060.524321 + Penalty 2880.996745 = -613179.527577
  nChanged 68
		SP:Iteration 23Q (152164.000000 sec): 3 clusters
  Score: Raw -616083.505961 + Penalty 2880.996745 = -613202.509216
  nChanged 57
		SP:Iteration 24Q (152164.200000 sec): 3 clusters
  Score: Raw -616106.092106 + Penalty 2880.996745 = -613225.095361
  nChanged 73
		SP:Iteration 25Q (152164.300000 sec): 3 clusters
  Score: Raw -616138.956509 + Penalty 2880.996745 = -613257.959765
  nChanged 80
		SP:Iteration 26Q (152164.410000 sec): 3 clusters
  Score: Raw -616186.091095 + Penalty 2880.996745 = -613305.094350
  nChanged 99
		SP:Iteration 27Q (152164.610000 sec): 3 clusters
  Score: Raw -616238.737423 + Penalty 2880.996745 = -613357.740679
  nChanged 100
		SP:Iteration 28Q (152164.810000 sec): 3 clusters
  Score: Raw -616285.898526 + Penalty 2880.996745 = -613404.901782
  nChanged 97
		SP:Iteration 29Q (152165.010000 sec): 3 clusters
  Score: Raw -616333.393724 + Penalty 2880.996745 = -613452.396980
  nChanged 80
		SP:Iteration 30Q (152165.210000 sec): 3 clusters
  Score: Raw -616371.133199 + Penalty 2880.996745 = -613490.136454
  nChanged 78
		SP:Iteration 31Q (152165.410000 sec): 3 clusters
  Score: Raw -616410.604215 + Penalty 2880.996745 = -613529.607470
  nChanged 78
		SP:Iteration 32Q (152165.520000 sec): 3 clusters
  Score: Raw -616442.354663 + Penalty 2880.996745 = -613561.357919
  nChanged 62
		SP:Iteration 33Q (152165.740000 sec): 3 clusters
  Score: Raw -616464.228197 + Penalty 2880.996745 = -613583.231452
  nChanged 64
		SP:Iteration 34Q (152165.860000 sec): 3 clusters
  Score: Raw -616488.356003 + Penalty 2880.996745 = -613607.359259
  nChanged 56
		SP:Iteration 35Q (152166.080000 sec): 3 clusters
  Score: Raw -616513.049569 + Penalty 2880.996745 = -613632.052825
  nChanged 53
		SP:Iteration 36Q (152166.280000 sec): 3 clusters
  Score: Raw -616530.031413 + Penalty 2880.996745 = -613649.034668
  nChanged 43
		SP:Iteration 37Q (152166.480000 sec): 3 clusters
  Score: Raw -616543.877374 + Penalty 2880.996745 = -613662.880630
  nChanged 51
		SP:Iteration 38Q (152166.590000 sec): 3 clusters
  Score: Raw -616568.631558 + Penalty 2880.996745 = -613687.634813
  nChanged 46
		SP:Iteration 39Q (152166.810000 sec): 3 clusters
  Score: Raw -616587.726305 + Penalty 2880.996745 = -613706.729560
  nChanged 50
		SP:Iteration 40F (152166.980000 sec): 3 clusters
  Score: Raw -616606.339582 + Penalty 2880.996745 = -613725.342837
  nChanged 41
		SP:Iteration 41Q (152167.180000 sec): 3 clusters
  Score: Raw -616619.810545 + Penalty 2880.996745 = -613738.813800
  nChanged 31
		SP:Iteration 42Q (152167.380000 sec): 3 clusters
  Score: Raw -616626.715119 + Penalty 2880.996745 = -613745.718375
  nChanged 28
		SP:Iteration 43Q (152167.520000 sec): 3 clusters
  Score: Raw -616633.155724 + Penalty 2880.996745 = -613752.158980
  nChanged 31
		SP:Iteration 44Q (152167.620000 sec): 3 clusters
  Score: Raw -616644.478151 + Penalty 2880.996745 = -613763.481407
  nChanged 34
		SP:Iteration 45Q (152167.730000 sec): 3 clusters
  Score: Raw -616653.335263 + Penalty 2880.996745 = -613772.338518
  nChanged 38
		SP:Iteration 46Q (152167.850000 sec): 3 clusters
  Score: Raw -616665.283792 + Penalty 2880.996745 = -613784.287048
  nChanged 43
		SP:Iteration 47Q (152168.070000 sec): 3 clusters
  Score: Raw -616682.555135 + Penalty 2880.996745 = -613801.558390
  nChanged 49
		SP:Iteration 48Q (152168.240000 sec): 3 clusters
  Score: Raw -616705.935734 + Penalty 2880.996745 = -613824.938990
  nChanged 58
		SP:Iteration 49Q (152168.450000 sec): 3 clusters
  Score: Raw -616730.991840 + Penalty 2880.996745 = -613849.995095
  nChanged 62
		SP:Iteration 50Q (152168.650000 sec): 3 clusters
  Score: Raw -616763.504397 + Penalty 2880.996745 = -613882.507653
  nChanged 64
		SP:Iteration 51Q (152168.860000 sec): 3 clusters
  Score: Raw -616803.239259 + Penalty 2880.996745 = -613922.242515
  nChanged 61
		SP:Iteration 52Q (152169.060000 sec): 3 clusters
  Score: Raw -616838.654680 + Penalty 2880.996745 = -613957.657935
  nChanged 61
		SP:Iteration 53Q (152169.270000 sec): 3 clusters
  Score: Raw -616869.966761 + Penalty 2880.996745 = -613988.970016
  nChanged 57
		SP:Iteration 54Q (152169.470000 sec): 3 clusters
  Score: Raw -616899.054254 + Penalty 2880.996745 = -614018.057509
  nChanged 61
		SP:Iteration 55Q (152169.670000 sec): 3 clusters
  Score: Raw -616932.120116 + Penalty 2880.996745 = -614051.123372
  nChanged 54
		SP:Iteration 56Q (152169.880000 sec): 3 clusters
  Score: Raw -616954.144856 + Penalty 2880.996745 = -614073.148111
  nChanged 45
		SP:Iteration 57Q (152170.080000 sec): 3 clusters
  Score: Raw -616970.281898 + Penalty 2880.996745 = -614089.285154
  nChanged 32
		SP:Iteration 58Q (152170.270000 sec): 3 clusters
  Score: Raw -616978.436158 + Penalty 2880.996745 = -614097.439414
  nChanged 24
		SP:Iteration 59Q (152170.370000 sec): 3 clusters
  Score: Raw -616983.610208 + Penalty 2880.996745 = -614102.613464
  nChanged 18
		SP:Iteration 60F (152170.570000 sec): 3 clusters
  Score: Raw -616987.116833 + Penalty 2880.996745 = -614106.120088
  nChanged 15
		SP:Iteration 61Q (152170.780000 sec): 3 clusters
  Score: Raw -616990.212496 + Penalty 2880.996745 = -614109.215751
  nChanged 11
		SP:Iteration 62Q (152170.990000 sec): 3 clusters
  Score: Raw -616991.784960 + Penalty 2880.996745 = -614110.788215
  nChanged 6
		SP:Iteration 63Q (152171.190000 sec): 3 clusters
  Score: Raw -616993.136553 + Penalty 2880.996745 = -614112.139809
  nChanged 4
		SP:Iteration 64Q (152171.400000 sec): 3 clusters
  Score: Raw -616993.791260 + Penalty 2880.996745 = -614112.794516
  nChanged 2
		SP:Iteration 65Q (152171.600000 sec): 3 clusters
  Score: Raw -616994.174793 + Penalty 2880.996745 = -614113.178049
  nChanged 0
		SP:Iteration 66F (152171.810000 sec): 3 clusters
  Score: Raw -616994.174793 + Penalty 2880.996745 = -614113.178049
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 117.
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152171.930000 sec): 2 clusters
  Score: Raw -930647.435720 + Penalty 1501.151967 = -929146.283753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152172.160000 sec): 3 clusters
  Score: Raw -924860.452720 + Penalty 3002.303934 = -921858.148786
  nChanged 4424
		SP:Iteration 1F (152172.380000 sec): 3 clusters
  Score: Raw -927463.714286 + Penalty 3002.303934 = -924461.410352
  nChanged 797
		SP:Iteration 2F (152172.560000 sec): 3 clusters
  Score: Raw -927934.040225 + Penalty 3002.303934 = -924931.736291
  nChanged 675
		SP:Iteration 3F (152172.790000 sec): 3 clusters
  Score: Raw -928298.873600 + Penalty 3002.303934 = -925296.569667
  nChanged 526
		SP:Iteration 4F (152172.970000 sec): 3 clusters
  Score: Raw -928557.796424 + Penalty 3002.303934 = -925555.492490
  nChanged 446
		SP:Iteration 5Q (152173.250000 sec): 3 clusters
  Score: Raw -928756.179071 + Penalty 3002.303934 = -925753.875137
  nChanged 355
		SP:Iteration 6Q (152173.470000 sec): 3 clusters
  Score: Raw -928898.866362 + Penalty 3002.303934 = -925896.562429
  nChanged 316
		SP:Iteration 7Q (152173.700000 sec): 3 clusters
  Score: Raw -929019.452430 + Penalty 3002.303934 = -926017.148496
  nChanged 273
		SP:Iteration 8Q (152173.930000 sec): 3 clusters
  Score: Raw -929113.721539 + Penalty 3002.303934 = -926111.417605
  nChanged 256
		SP:Iteration 9Q (152174.160000 sec): 3 clusters
  Score: Raw -929205.316622 + Penalty 3002.303934 = -926203.012688
  nChanged 228
		SP:Iteration 10Q (152174.390000 sec): 3 clusters
  Score: Raw -929298.820552 + Penalty 3002.303934 = -926296.516618
  nChanged 240
		SP:Iteration 11Q (152174.620000 sec): 3 clusters
  Score: Raw -929398.671861 + Penalty 3002.303934 = -926396.367927
  nChanged 243
		SP:Iteration 12Q (152174.850000 sec): 3 clusters
  Score: Raw -929511.623228 + Penalty 3002.303934 = -926509.319294
  nChanged 247
		SP:Iteration 13Q (152175.070000 sec): 3 clusters
  Score: Raw -929624.743720 + Penalty 3002.303934 = -926622.439786
  nChanged 252
		SP:Iteration 14Q (152175.310000 sec): 3 clusters
  Score: Raw -929738.806006 + Penalty 3002.303934 = -926736.502072
  nChanged 234
		SP:Iteration 15Q (152175.530000 sec): 3 clusters
  Score: Raw -929838.026926 + Penalty 3002.303934 = -926835.722992
  nChanged 227
		SP:Iteration 16Q (152175.760000 sec): 3 clusters
  Score: Raw -929918.826791 + Penalty 3002.303934 = -926916.522857
  nChanged 218
		SP:Iteration 17Q (152175.990000 sec): 3 clusters
  Score: Raw -929993.739661 + Penalty 3002.303934 = -926991.435727
  nChanged 204
		SP:Iteration 18Q (152176.220000 sec): 3 clusters
  Score: Raw -930072.092732 + Penalty 3002.303934 = -927069.788799
  nChanged 181
		SP:Iteration 19Q (152176.450000 sec): 3 clusters
  Score: Raw -930139.894306 + Penalty 3002.303934 = -927137.590372
  nChanged 194
		SP:Iteration 20F (152176.680000 sec): 3 clusters
  Score: Raw -930211.555331 + Penalty 3002.303934 = -927209.251397
  nChanged 190
		SP:Iteration 21Q (152176.910000 sec): 3 clusters
  Score: Raw -930276.325093 + Penalty 3002.303934 = -927274.021159
  nChanged 179
		SP:Iteration 22Q (152177.140000 sec): 3 clusters
  Score: Raw -930344.812242 + Penalty 3002.303934 = -927342.508308
  nChanged 188
		SP:Iteration 23Q (152177.370000 sec): 3 clusters
  Score: Raw -930426.938004 + Penalty 3002.303934 = -927424.634070
  nChanged 199
		SP:Iteration 24Q (152177.600000 sec): 3 clusters
  Score: Raw -930512.305875 + Penalty 3002.303934 = -927510.001941
  nChanged 161
		SP:Iteration 25Q (152177.820000 sec): 3 clusters
  Score: Raw -930584.490533 + Penalty 3002.303934 = -927582.186599
  nChanged 140
		SP:Iteration 26Q (152178.060000 sec): 3 clusters
  Score: Raw -930651.075764 + Penalty 3002.303934 = -927648.771830
  nChanged 131
		SP:Iteration 27Q (152178.280000 sec): 3 clusters
  Score: Raw -930718.738005 + Penalty 3002.303934 = -927716.434071
  nChanged 118
		SP:Iteration 28Q (152178.520000 sec): 3 clusters
  Score: Raw -930762.924055 + Penalty 3002.303934 = -927760.620122
  nChanged 84
		SP:Iteration 29Q (152178.740000 sec): 3 clusters
  Score: Raw -930796.621130 + Penalty 3002.303934 = -927794.317196
  nChanged 78
		SP:Iteration 30Q (152178.970000 sec): 3 clusters
  Score: Raw -930827.564556 + Penalty 3002.303934 = -927825.260622
  nChanged 72
		SP:Iteration 31Q (152179.200000 sec): 3 clusters
  Score: Raw -930866.683633 + Penalty 3002.303934 = -927864.379699
  nChanged 83
		SP:Iteration 32Q (152179.430000 sec): 3 clusters
  Score: Raw -930911.884574 + Penalty 3002.303934 = -927909.580640
  nChanged 64
		SP:Iteration 33Q (152179.660000 sec): 3 clusters
  Score: Raw -930945.096865 + Penalty 3002.303934 = -927942.792931
  nChanged 50
		SP:Iteration 34Q (152179.850000 sec): 3 clusters
  Score: Raw -930965.308675 + Penalty 3002.303934 = -927963.004741
  nChanged 31
		SP:Iteration 35Q (152180.080000 sec): 3 clusters
  Score: Raw -930982.034778 + Penalty 3002.303934 = -927979.730844
  nChanged 37
		SP:Iteration 36Q (152180.260000 sec): 3 clusters
  Score: Raw -931000.268050 + Penalty 3002.303934 = -927997.964116
  nChanged 36
		SP:Iteration 37Q (152180.490000 sec): 3 clusters
  Score: Raw -931017.358288 + Penalty 3002.303934 = -928015.054355
  nChanged 37
		SP:Iteration 38Q (152180.670000 sec): 3 clusters
  Score: Raw -931037.062420 + Penalty 3002.303934 = -928034.758486
  nChanged 35
		SP:Iteration 39Q (152180.860000 sec): 3 clusters
  Score: Raw -931053.697159 + Penalty 3002.303934 = -928051.393225
  nChanged 32
		SP:Iteration 40F (152181.090000 sec): 3 clusters
  Score: Raw -931064.252655 + Penalty 3002.303934 = -928061.948721
  nChanged 23
		SP:Iteration 41Q (152181.270000 sec): 3 clusters
  Score: Raw -931074.665034 + Penalty 3002.303934 = -928072.361101
  nChanged 17
		SP:Iteration 42Q (152181.450000 sec): 3 clusters
  Score: Raw -931080.799829 + Penalty 3002.303934 = -928078.495895
  nChanged 14
		SP:Iteration 43Q (152181.640000 sec): 3 clusters
  Score: Raw -931086.719311 + Penalty 3002.303934 = -928084.415377
  nChanged 19
		SP:Iteration 44Q (152181.870000 sec): 3 clusters
  Score: Raw -931094.885721 + Penalty 3002.303934 = -928092.581787
  nChanged 16
		SP:Iteration 45Q (152182.050000 sec): 3 clusters
  Score: Raw -931100.251418 + Penalty 3002.303934 = -928097.947484
  nChanged 16
		SP:Iteration 46Q (152182.240000 sec): 3 clusters
  Score: Raw -931106.912924 + Penalty 3002.303934 = -928104.608991
  nChanged 12
		SP:Iteration 47Q (152182.420000 sec): 3 clusters
  Score: Raw -931111.468121 + Penalty 3002.303934 = -928109.164187
  nChanged 12
		SP:Iteration 48Q (152182.610000 sec): 3 clusters
  Score: Raw -931116.016518 + Penalty 3002.303934 = -928113.712585
  nChanged 8
		SP:Iteration 49Q (152182.790000 sec): 3 clusters
  Score: Raw -931118.938853 + Penalty 3002.303934 = -928116.634919
  nChanged 8
		SP:Iteration 50Q (152182.980000 sec): 3 clusters
  Score: Raw -931121.269067 + Penalty 3002.303934 = -928118.965133
  nChanged 6
		SP:Iteration 51Q (152183.160000 sec): 3 clusters
  Score: Raw -931123.856761 + Penalty 3002.303934 = -928121.552827
  nChanged 5
		SP:Iteration 52Q (152183.340000 sec): 3 clusters
  Score: Raw -931126.274992 + Penalty 3002.303934 = -928123.971058
  nChanged 4
		SP:Iteration 53Q (152183.530000 sec): 3 clusters
  Score: Raw -931127.302334 + Penalty 3002.303934 = -928124.998400
  nChanged 2
		SP:Iteration 54Q (152183.760000 sec): 3 clusters
  Score: Raw -931128.034117 + Penalty 3002.303934 = -928125.730183
  nChanged 3
		SP:Iteration 55Q (152183.940000 sec): 3 clusters
  Score: Raw -931129.175581 + Penalty 3002.303934 = -928126.871647
  nChanged 3
		SP:Iteration 56Q (152184.130000 sec): 3 clusters
  Score: Raw -931130.102529 + Penalty 3002.303934 = -928127.798595
  nChanged 3
		SP:Iteration 57Q (152184.310000 sec): 3 clusters
  Score: Raw -931130.922761 + Penalty 3002.303934 = -928128.618827
  nChanged 1
		SP:Iteration 58Q (152184.500000 sec): 3 clusters
  Score: Raw -931131.275359 + Penalty 3002.303934 = -928128.971425
  nChanged 1
		SP:Iteration 59Q (152184.680000 sec): 3 clusters
  Score: Raw -931131.370508 + Penalty 3002.303934 = -928129.066574
  nChanged 0
		SP:Iteration 60F (152184.910000 sec): 3 clusters
  Score: Raw -931131.370508 + Penalty 3002.303934 = -928129.066574
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (7342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152185.050000 sec): 2 clusters
  Score: Raw -731508.871504 + Penalty 1446.472067 = -730062.399437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152185.260000 sec): 3 clusters
  Score: Raw -727468.193370 + Penalty 2892.944133 = -724575.249236
  nChanged 3065
		SP:Iteration 1F (152185.460000 sec): 3 clusters
  Score: Raw -729140.926801 + Penalty 2892.944133 = -726247.982667
  nChanged 518
		SP:Iteration 2F (152185.670000 sec): 3 clusters
  Score: Raw -729441.914549 + Penalty 2892.944133 = -726548.970416
  nChanged 466
		SP:Iteration 3F (152185.870000 sec): 3 clusters
  Score: Raw -729699.337569 + Penalty 2892.944133 = -726806.393436
  nChanged 429
		SP:Iteration 4F (152186.070000 sec): 3 clusters
  Score: Raw -729952.786603 + Penalty 2892.944133 = -727059.842470
  nChanged 384
		SP:Iteration 5F (152186.310000 sec): 3 clusters
  Score: Raw -730199.662066 + Penalty 2892.944133 = -727306.717933
  nChanged 412
		SP:Iteration 6F (152186.520000 sec): 3 clusters
  Score: Raw -730497.775340 + Penalty 2892.944133 = -727604.831206
  nChanged 408
		SP:Iteration 7F (152186.720000 sec): 3 clusters
  Score: Raw -730804.294880 + Penalty 2892.944133 = -727911.350747
  nChanged 345
		SP:Iteration 8Q (152186.920000 sec): 3 clusters
  Score: Raw -731078.319049 + Penalty 2892.944133 = -728185.374916
  nChanged 266
		SP:Iteration 9Q (152187.130000 sec): 3 clusters
  Score: Raw -731303.334029 + Penalty 2892.944133 = -728410.389895
  nChanged 184
		SP:Iteration 10Q (152187.330000 sec): 3 clusters
  Score: Raw -731451.816256 + Penalty 2892.944133 = -728558.872123
  nChanged 106
		SP:Iteration 11Q (152187.540000 sec): 3 clusters
  Score: Raw -731544.188645 + Penalty 2892.944133 = -728651.244512
  nChanged 73
		SP:Iteration 12Q (152187.740000 sec): 3 clusters
  Score: Raw -731608.269995 + Penalty 2892.944133 = -728715.325861
  nChanged 37
		SP:Iteration 13Q (152187.940000 sec): 3 clusters
  Score: Raw -731640.554001 + Penalty 2892.944133 = -728747.609867
  nChanged 26
		SP:Iteration 14Q (152188.140000 sec): 3 clusters
  Score: Raw -731662.982648 + Penalty 2892.944133 = -728770.038515
  nChanged 15
		SP:Iteration 15Q (152188.330000 sec): 3 clusters
  Score: Raw -731678.677085 + Penalty 2892.944133 = -728785.732951
  nChanged 19
		SP:Iteration 16Q (152188.440000 sec): 3 clusters
  Score: Raw -731691.779356 + Penalty 2892.944133 = -728798.835222
  nChanged 10
		SP:Iteration 17Q (152188.630000 sec): 3 clusters
  Score: Raw -731699.458158 + Penalty 2892.944133 = -728806.514024
  nChanged 8
		SP:Iteration 18Q (152188.830000 sec): 3 clusters
  Score: Raw -731705.552749 + Penalty 2892.944133 = -728812.608615
  nChanged 7
		SP:Iteration 19Q (152189.030000 sec): 3 clusters
  Score: Raw -731714.060845 + Penalty 2892.944133 = -728821.116712
  nChanged 8
		SP:Iteration 20F (152189.230000 sec): 3 clusters
  Score: Raw -731721.433511 + Penalty 2892.944133 = -728828.489378
  nChanged 6
		SP:Iteration 21Q (152189.440000 sec): 3 clusters
  Score: Raw -731726.441975 + Penalty 2892.944133 = -728833.497842
  nChanged 3
		SP:Iteration 22Q (152189.640000 sec): 3 clusters
  Score: Raw -731730.379460 + Penalty 2892.944133 = -728837.435327
  nChanged 2
		SP:Iteration 23Q (152189.840000 sec): 3 clusters
  Score: Raw -731732.438745 + Penalty 2892.944133 = -728839.494612
  nChanged 3
		SP:Iteration 24Q (152190.040000 sec): 3 clusters
  Score: Raw -731734.610254 + Penalty 2892.944133 = -728841.666121
  nChanged 3
		SP:Iteration 25Q (152190.240000 sec): 3 clusters
  Score: Raw -731737.178420 + Penalty 2892.944133 = -728844.234286
  nChanged 1
		SP:Iteration 26Q (152190.440000 sec): 3 clusters
  Score: Raw -731737.961741 + Penalty 2892.944133 = -728845.017607
  nChanged 1
		SP:Iteration 27Q (152190.640000 sec): 3 clusters
  Score: Raw -731739.279188 + Penalty 2892.944133 = -728846.335054
  nChanged 1
		SP:Iteration 28Q (152190.840000 sec): 3 clusters
  Score: Raw -731740.511016 + Penalty 2892.944133 = -728847.566882
  nChanged 1
		SP:Iteration 29Q (152191.050000 sec): 3 clusters
  Score: Raw -731741.307251 + Penalty 2892.944133 = -728848.363118
  nChanged 1
		SP:Iteration 30Q (152191.250000 sec): 3 clusters
  Score: Raw -731741.856547 + Penalty 2892.944133 = -728848.912413
  nChanged 0
		SP:Iteration 31F (152191.450000 sec): 3 clusters
  Score: Raw -731741.856547 + Penalty 2892.944133 = -728848.912413
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (4036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152191.540000 sec): 2 clusters
  Score: Raw -346243.446476 + Penalty 1349.239024 = -344894.207451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152191.720000 sec): 3 clusters
  Score: Raw -344270.854734 + Penalty 2698.478049 = -341572.376685
  nChanged 1606
		SP:Iteration 1F (152191.900000 sec): 3 clusters
  Score: Raw -345355.656063 + Penalty 2698.478049 = -342657.178014
  nChanged 416
		SP:Iteration 2F (152192.070000 sec): 3 clusters
  Score: Raw -345781.309255 + Penalty 2698.478049 = -343082.831206
  nChanged 341
		SP:Iteration 3F (152192.250000 sec): 3 clusters
  Score: Raw -346165.614928 + Penalty 2698.478049 = -343467.136879
  nChanged 286
		SP:Iteration 4F (152192.420000 sec): 3 clusters
  Score: Raw -346438.354637 + Penalty 2698.478049 = -343739.876588
  nChanged 195
		SP:Iteration 5Q (152192.600000 sec): 3 clusters
  Score: Raw -346619.484693 + Penalty 2698.478049 = -343921.006644
  nChanged 168
		SP:Iteration 6Q (152192.780000 sec): 3 clusters
  Score: Raw -346772.164110 + Penalty 2698.478049 = -344073.686061
  nChanged 141
		SP:Iteration 7Q (152192.950000 sec): 3 clusters
  Score: Raw -346876.665198 + Penalty 2698.478049 = -344178.187149
  nChanged 122
		SP:Iteration 8Q (152193.130000 sec): 3 clusters
  Score: Raw -346945.839178 + Penalty 2698.478049 = -344247.361129
  nChanged 86
		SP:Iteration 9Q (152193.300000 sec): 3 clusters
  Score: Raw -346987.550103 + Penalty 2698.478049 = -344289.072054
  nChanged 63
		SP:Iteration 10Q (152193.480000 sec): 3 clusters
  Score: Raw -347017.637733 + Penalty 2698.478049 = -344319.159684
  nChanged 53
		SP:Iteration 11Q (152193.660000 sec): 3 clusters
  Score: Raw -347040.774544 + Penalty 2698.478049 = -344342.296495
  nChanged 42
		SP:Iteration 12Q (152193.830000 sec): 3 clusters
  Score: Raw -347058.732687 + Penalty 2698.478049 = -344360.254638
  nChanged 31
		SP:Iteration 13Q (152194.000000 sec): 3 clusters
  Score: Raw -347072.406891 + Penalty 2698.478049 = -344373.928842
  nChanged 33
		SP:Iteration 14Q (152194.180000 sec): 3 clusters
  Score: Raw -347085.394707 + Penalty 2698.478049 = -344386.916658
  nChanged 25
		SP:Iteration 15Q (152194.360000 sec): 3 clusters
  Score: Raw -347096.567999 + Penalty 2698.478049 = -344398.089950
  nChanged 26
		SP:Iteration 16Q (152194.530000 sec): 3 clusters
  Score: Raw -347107.682917 + Penalty 2698.478049 = -344409.204868
  nChanged 25
		SP:Iteration 17Q (152194.710000 sec): 3 clusters
  Score: Raw -347119.012797 + Penalty 2698.478049 = -344420.534748
  nChanged 25
		SP:Iteration 18Q (152194.880000 sec): 3 clusters
  Score: Raw -347126.383343 + Penalty 2698.478049 = -344427.905294
  nChanged 20
		SP:Iteration 19Q (152195.060000 sec): 3 clusters
  Score: Raw -347133.004858 + Penalty 2698.478049 = -344434.526809
  nChanged 15
		SP:Iteration 20F (152195.240000 sec): 3 clusters
  Score: Raw -347137.845904 + Penalty 2698.478049 = -344439.367855
  nChanged 11
		SP:Iteration 21Q (152195.410000 sec): 3 clusters
  Score: Raw -347140.298607 + Penalty 2698.478049 = -344441.820558
  nChanged 12
		SP:Iteration 22Q (152195.580000 sec): 3 clusters
  Score: Raw -347144.298277 + Penalty 2698.478049 = -344445.820228
  nChanged 16
		SP:Iteration 23Q (152195.750000 sec): 3 clusters
  Score: Raw -347149.524577 + Penalty 2698.478049 = -344451.046528
  nChanged 17
		SP:Iteration 24Q (152195.930000 sec): 3 clusters
  Score: Raw -347154.073822 + Penalty 2698.478049 = -344455.595773
  nChanged 11
		SP:Iteration 25Q (152196.100000 sec): 3 clusters
  Score: Raw -347157.225331 + Penalty 2698.478049 = -344458.747282
  nChanged 12
		SP:Iteration 26Q (152196.280000 sec): 3 clusters
  Score: Raw -347159.839990 + Penalty 2698.478049 = -344461.361941
  nChanged 7
		SP:Iteration 27Q (152196.460000 sec): 3 clusters
  Score: Raw -347161.294809 + Penalty 2698.478049 = -344462.816760
  nChanged 7
		SP:Iteration 28Q (152196.630000 sec): 3 clusters
  Score: Raw -347163.556030 + Penalty 2698.478049 = -344465.077981
  nChanged 4
		SP:Iteration 29Q (152196.810000 sec): 3 clusters
  Score: Raw -347165.256766 + Penalty 2698.478049 = -344466.778717
  nChanged 5
		SP:Iteration 30Q (152196.980000 sec): 3 clusters
  Score: Raw -347167.748629 + Penalty 2698.478049 = -344469.270580
  nChanged 9
		SP:Iteration 31Q (152197.160000 sec): 3 clusters
  Score: Raw -347169.452709 + Penalty 2698.478049 = -344470.974660
  nChanged 7
		SP:Iteration 32Q (152197.340000 sec): 3 clusters
  Score: Raw -347171.233052 + Penalty 2698.478049 = -344472.755003
  nChanged 6
		SP:Iteration 33Q (152197.510000 sec): 3 clusters
  Score: Raw -347173.581794 + Penalty 2698.478049 = -344475.103745
  nChanged 5
		SP:Iteration 34Q (152197.690000 sec): 3 clusters
  Score: Raw -347176.509080 + Penalty 2698.478049 = -344478.031031
  nChanged 6
		SP:Iteration 35Q (152197.860000 sec): 3 clusters
  Score: Raw -347178.388928 + Penalty 2698.478049 = -344479.910880
  nChanged 7
		SP:Iteration 36Q (152198.040000 sec): 3 clusters
  Score: Raw -347180.140754 + Penalty 2698.478049 = -344481.662705
  nChanged 8
		SP:Iteration 37Q (152198.220000 sec): 3 clusters
  Score: Raw -347181.570536 + Penalty 2698.478049 = -344483.092487
  nChanged 5
		SP:Iteration 38Q (152198.390000 sec): 3 clusters
  Score: Raw -347182.710542 + Penalty 2698.478049 = -344484.232493
  nChanged 4
		SP:Iteration 39Q (152198.570000 sec): 3 clusters
  Score: Raw -347183.444941 + Penalty 2698.478049 = -344484.966892
  nChanged 3
		SP:Iteration 40F (152198.740000 sec): 3 clusters
  Score: Raw -347184.470548 + Penalty 2698.478049 = -344485.992499
  nChanged 3
		SP:Iteration 41Q (152198.920000 sec): 3 clusters
  Score: Raw -347184.950299 + Penalty 2698.478049 = -344486.472250
  nChanged 1
		SP:Iteration 42Q (152199.100000 sec): 3 clusters
  Score: Raw -347185.293087 + Penalty 2698.478049 = -344486.815038
  nChanged 3
		SP:Iteration 43Q (152199.270000 sec): 3 clusters
  Score: Raw -347186.972706 + Penalty 2698.478049 = -344488.494657
  nChanged 7
		SP:Iteration 44Q (152199.450000 sec): 3 clusters
  Score: Raw -347188.177498 + Penalty 2698.478049 = -344489.699449
  nChanged 3
		SP:Iteration 45Q (152199.620000 sec): 3 clusters
  Score: Raw -347189.339720 + Penalty 2698.478049 = -344490.861671
  nChanged 2
		SP:Iteration 46Q (152199.800000 sec): 3 clusters
  Score: Raw -347190.047449 + Penalty 2698.478049 = -344491.569400
  nChanged 2
		SP:Iteration 47Q (152199.980000 sec): 3 clusters
  Score: Raw -347190.589761 + Penalty 2698.478049 = -344492.111712
  nChanged 2
		SP:Iteration 48Q (152200.150000 sec): 3 clusters
  Score: Raw -347191.281649 + Penalty 2698.478049 = -344492.803600
  nChanged 4
		SP:Iteration 49Q (152200.330000 sec): 3 clusters
  Score: Raw -347192.365036 + Penalty 2698.478049 = -344493.886987
  nChanged 0
		SP:Iteration 50F (152200.500000 sec): 3 clusters
  Score: Raw -347192.365036 + Penalty 2698.478049 = -344493.886987
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (2032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152200.580000 sec): 2 clusters
  Score: Raw -152464.047520 + Penalty 1237.726069 = -151226.321451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152200.760000 sec): 3 clusters
  Score: Raw -151679.737733 + Penalty 2475.452138 = -149204.285595
  nChanged 751
		SP:Iteration 1F (152200.940000 sec): 3 clusters
  Score: Raw -152336.715959 + Penalty 2475.452138 = -149861.263821
  nChanged 210
		SP:Iteration 2F (152201.110000 sec): 3 clusters
  Score: Raw -152588.912644 + Penalty 2475.452138 = -150113.460506
  nChanged 146
		SP:Iteration 3F (152201.290000 sec): 3 clusters
  Score: Raw -152790.266835 + Penalty 2475.452138 = -150314.814697
  nChanged 101
		SP:Iteration 4Q (152201.460000 sec): 3 clusters
  Score: Raw -152919.158242 + Penalty 2475.452138 = -150443.706104
  nChanged 75
		SP:Iteration 5Q (152201.640000 sec): 3 clusters
  Score: Raw -152982.113213 + Penalty 2475.452138 = -150506.661075
  nChanged 38
		SP:Iteration 6Q (152201.820000 sec): 3 clusters
  Score: Raw -153010.551370 + Penalty 2475.452138 = -150535.099233
  nChanged 31
		SP:Iteration 7Q (152201.990000 sec): 3 clusters
  Score: Raw -153031.440027 + Penalty 2475.452138 = -150555.987889
  nChanged 23
		SP:Iteration 8Q (152202.170000 sec): 3 clusters
  Score: Raw -153059.669258 + Penalty 2475.452138 = -150584.217120
  nChanged 26
		SP:Iteration 9Q (152202.340000 sec): 3 clusters
  Score: Raw -153092.383221 + Penalty 2475.452138 = -150616.931083
  nChanged 39
		SP:Iteration 10Q (152202.520000 sec): 3 clusters
  Score: Raw -153141.760317 + Penalty 2475.452138 = -150666.308179
  nChanged 39
		SP:Iteration 11Q (152202.700000 sec): 3 clusters
  Score: Raw -153181.737848 + Penalty 2475.452138 = -150706.285710
  nChanged 34
		SP:Iteration 12Q (152202.870000 sec): 3 clusters
  Score: Raw -153204.095140 + Penalty 2475.452138 = -150728.643002
  nChanged 21
		SP:Iteration 13Q (152203.050000 sec): 3 clusters
  Score: Raw -153219.274764 + Penalty 2475.452138 = -150743.822626
  nChanged 20
		SP:Iteration 14Q (152203.220000 sec): 3 clusters
  Score: Raw -153232.631051 + Penalty 2475.452138 = -150757.178913
  nChanged 21
		SP:Iteration 15Q (152203.400000 sec): 3 clusters
  Score: Raw -153246.963628 + Penalty 2475.452138 = -150771.511490
  nChanged 22
		SP:Iteration 16Q (152203.550000 sec): 3 clusters
  Score: Raw -153257.728567 + Penalty 2475.452138 = -150782.276429
  nChanged 14
		SP:Iteration 17Q (152203.750000 sec): 3 clusters
  Score: Raw -153265.564886 + Penalty 2475.452138 = -150790.112748
  nChanged 8
		SP:Iteration 18Q (152203.810000 sec): 3 clusters
  Score: Raw -153268.305930 + Penalty 2475.452138 = -150792.853793
  nChanged 3
		SP:Iteration 19Q (152203.860000 sec): 3 clusters
  Score: Raw -153270.182488 + Penalty 2475.452138 = -150794.730350
  nChanged 0
		SP:Iteration 20F (152203.900000 sec): 3 clusters
  Score: Raw -153270.182488 + Penalty 2475.452138 = -150794.730350
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (2545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152203.970000 sec): 2 clusters
  Score: Raw -201715.193647 + Penalty 1274.306463 = -200440.887184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152204.020000 sec): 3 clusters
  Score: Raw -200593.828956 + Penalty 2548.612927 = -198045.216029
  nChanged 925
		SP:Iteration 1F (152204.070000 sec): 3 clusters
  Score: Raw -201202.660649 + Penalty 2548.612927 = -198654.047723
  nChanged 221
		SP:Iteration 2F (152204.120000 sec): 3 clusters
  Score: Raw -201380.870348 + Penalty 2548.612927 = -198832.257421
  nChanged 145
		SP:Iteration 3F (152204.170000 sec): 3 clusters
  Score: Raw -201496.492708 + Penalty 2548.612927 = -198947.879781
  nChanged 126
		SP:Iteration 4Q (152204.230000 sec): 3 clusters
  Score: Raw -201594.590611 + Penalty 2548.612927 = -199045.977684
  nChanged 115
		SP:Iteration 5Q (152204.280000 sec): 3 clusters
  Score: Raw -201677.189399 + Penalty 2548.612927 = -199128.576473
  nChanged 96
		SP:Iteration 6Q (152204.330000 sec): 3 clusters
  Score: Raw -201742.804508 + Penalty 2548.612927 = -199194.191581
  nChanged 72
		SP:Iteration 7Q (152204.380000 sec): 3 clusters
  Score: Raw -201782.116057 + Penalty 2548.612927 = -199233.503130
  nChanged 55
		SP:Iteration 8Q (152204.430000 sec): 3 clusters
  Score: Raw -201815.351593 + Penalty 2548.612927 = -199266.738666
  nChanged 57
		SP:Iteration 9Q (152204.490000 sec): 3 clusters
  Score: Raw -201847.443756 + Penalty 2548.612927 = -199298.830829
  nChanged 49
		SP:Iteration 10Q (152204.540000 sec): 3 clusters
  Score: Raw -201876.348150 + Penalty 2548.612927 = -199327.735223
  nChanged 45
		SP:Iteration 11Q (152204.590000 sec): 3 clusters
  Score: Raw -201902.401805 + Penalty 2548.612927 = -199353.788879
  nChanged 43
		SP:Iteration 12Q (152204.640000 sec): 3 clusters
  Score: Raw -201928.313634 + Penalty 2548.612927 = -199379.700707
  nChanged 36
		SP:Iteration 13Q (152204.690000 sec): 3 clusters
  Score: Raw -201945.233360 + Penalty 2548.612927 = -199396.620434
  nChanged 28
		SP:Iteration 14Q (152204.750000 sec): 3 clusters
  Score: Raw -201963.591604 + Penalty 2548.612927 = -199414.978677
  nChanged 35
		SP:Iteration 15Q (152204.800000 sec): 3 clusters
  Score: Raw -201985.089140 + Penalty 2548.612927 = -199436.476213
  nChanged 32
		SP:Iteration 16Q (152204.850000 sec): 3 clusters
  Score: Raw -202004.731219 + Penalty 2548.612927 = -199456.118292
  nChanged 28
		SP:Iteration 17Q (152204.900000 sec): 3 clusters
  Score: Raw -202021.243867 + Penalty 2548.612927 = -199472.630940
  nChanged 21
		SP:Iteration 18Q (152204.950000 sec): 3 clusters
  Score: Raw -202031.836778 + Penalty 2548.612927 = -199483.223851
  nChanged 16
		SP:Iteration 19Q (152205.000000 sec): 3 clusters
  Score: Raw -202041.624029 + Penalty 2548.612927 = -199493.011102
  nChanged 17
		SP:Iteration 20F (152205.050000 sec): 3 clusters
  Score: Raw -202050.405602 + Penalty 2548.612927 = -199501.792675
  nChanged 12
		SP:Iteration 21Q (152205.100000 sec): 3 clusters
  Score: Raw -202056.776640 + Penalty 2548.612927 = -199508.163713
  nChanged 10
		SP:Iteration 22Q (152205.150000 sec): 3 clusters
  Score: Raw -202061.681671 + Penalty 2548.612927 = -199513.068744
  nChanged 10
		SP:Iteration 23Q (152205.210000 sec): 3 clusters
  Score: Raw -202066.532563 + Penalty 2548.612927 = -199517.919636
  nChanged 8
		SP:Iteration 24Q (152205.260000 sec): 3 clusters
  Score: Raw -202071.721618 + Penalty 2548.612927 = -199523.108691
  nChanged 9
		SP:Iteration 25Q (152205.310000 sec): 3 clusters
  Score: Raw -202076.658186 + Penalty 2548.612927 = -199528.045260
  nChanged 10
		SP:Iteration 26Q (152205.360000 sec): 3 clusters
  Score: Raw -202083.537367 + Penalty 2548.612927 = -199534.924440
  nChanged 8
		SP:Iteration 27Q (152205.410000 sec): 3 clusters
  Score: Raw -202088.505955 + Penalty 2548.612927 = -199539.893028
  nChanged 5
		SP:Iteration 28Q (152205.470000 sec): 3 clusters
  Score: Raw -202090.679864 + Penalty 2548.612927 = -199542.066937
  nChanged 2
		SP:Iteration 29Q (152205.520000 sec): 3 clusters
  Score: Raw -202091.280829 + Penalty 2548.612927 = -199542.667902
  nChanged 2
		SP:Iteration 30Q (152205.570000 sec): 3 clusters
  Score: Raw -202092.131764 + Penalty 2548.612927 = -199543.518837
  nChanged 1
		SP:Iteration 31Q (152205.620000 sec): 3 clusters
  Score: Raw -202092.465257 + Penalty 2548.612927 = -199543.852330
  nChanged 1
		SP:Iteration 32Q (152205.670000 sec): 3 clusters
  Score: Raw -202092.689637 + Penalty 2548.612927 = -199544.076710
  nChanged 0
		SP:Iteration 33F (152205.730000 sec): 3 clusters
  Score: Raw -202092.689637 + Penalty 2548.612927 = -199544.076710
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152205.830000 sec): 2 clusters
  Score: Raw -211390.629258 + Penalty 1330.255224 = -210060.374034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152206.010000 sec): 3 clusters
  Score: Raw -209705.782225 + Penalty 2660.510448 = -207045.271776
  nChanged 1415
		SP:Iteration 1F (152206.190000 sec): 3 clusters
  Score: Raw -210895.230626 + Penalty 2660.510448 = -208234.720178
  nChanged 444
		SP:Iteration 2F (152206.360000 sec): 3 clusters
  Score: Raw -211474.160050 + Penalty 2660.510448 = -208813.649602
  nChanged 306
		SP:Iteration 3F (152206.540000 sec): 3 clusters
  Score: Raw -211785.136674 + Penalty 2660.510448 = -209124.626226
  nChanged 191
		SP:Iteration 4F (152206.710000 sec): 3 clusters
  Score: Raw -211930.230657 + Penalty 2660.510448 = -209269.720208
  nChanged 114
		SP:Iteration 5Q (152206.890000 sec): 3 clusters
  Score: Raw -212015.919872 + Penalty 2660.510448 = -209355.409424
  nChanged 96
		SP:Iteration 6Q (152207.070000 sec): 3 clusters
  Score: Raw -212078.641974 + Penalty 2660.510448 = -209418.131525
  nChanged 77
		SP:Iteration 7Q (152207.240000 sec): 3 clusters
  Score: Raw -212122.496355 + Penalty 2660.510448 = -209461.985907
  nChanged 57
		SP:Iteration 8Q (152207.420000 sec): 3 clusters
  Score: Raw -212152.383997 + Penalty 2660.510448 = -209491.873549
  nChanged 37
		SP:Iteration 9Q (152207.590000 sec): 3 clusters
  Score: Raw -212166.780831 + Penalty 2660.510448 = -209506.270383
  nChanged 33
		SP:Iteration 10Q (152207.770000 sec): 3 clusters
  Score: Raw -212178.720548 + Penalty 2660.510448 = -209518.210100
  nChanged 29
		SP:Iteration 11Q (152207.950000 sec): 3 clusters
  Score: Raw -212191.656728 + Penalty 2660.510448 = -209531.146279
  nChanged 21
		SP:Iteration 12Q (152208.120000 sec): 3 clusters
  Score: Raw -212200.052392 + Penalty 2660.510448 = -209539.541944
  nChanged 18
		SP:Iteration 13Q (152208.300000 sec): 3 clusters
  Score: Raw -212206.312490 + Penalty 2660.510448 = -209545.802042
  nChanged 14
		SP:Iteration 14Q (152208.370000 sec): 3 clusters
  Score: Raw -212212.071813 + Penalty 2660.510448 = -209551.561365
  nChanged 17
		SP:Iteration 15Q (152208.440000 sec): 3 clusters
  Score: Raw -212219.724564 + Penalty 2660.510448 = -209559.214116
  nChanged 15
		SP:Iteration 16Q (152208.500000 sec): 3 clusters
  Score: Raw -212224.218159 + Penalty 2660.510448 = -209563.707711
  nChanged 11
		SP:Iteration 17Q (152208.570000 sec): 3 clusters
  Score: Raw -212227.822572 + Penalty 2660.510448 = -209567.312124
  nChanged 8
		SP:Iteration 18Q (152208.640000 sec): 3 clusters
  Score: Raw -212229.486527 + Penalty 2660.510448 = -209568.976079
  nChanged 5
		SP:Iteration 19Q (152208.700000 sec): 3 clusters
  Score: Raw -212230.723986 + Penalty 2660.510448 = -209570.213537
  nChanged 4
		SP:Iteration 20F (152208.770000 sec): 3 clusters
  Score: Raw -212232.795605 + Penalty 2660.510448 = -209572.285157
  nChanged 3
		SP:Iteration 21Q (152208.840000 sec): 3 clusters
  Score: Raw -212234.365560 + Penalty 2660.510448 = -209573.855112
  nChanged 4
		SP:Iteration 22Q (152208.900000 sec): 3 clusters
  Score: Raw -212236.855558 + Penalty 2660.510448 = -209576.345110
  nChanged 10
		SP:Iteration 23Q (152208.960000 sec): 3 clusters
  Score: Raw -212241.719533 + Penalty 2660.510448 = -209581.209085
  nChanged 9
		SP:Iteration 24Q (152209.030000 sec): 3 clusters
  Score: Raw -212245.611832 + Penalty 2660.510448 = -209585.101384
  nChanged 10
		SP:Iteration 25Q (152209.100000 sec): 3 clusters
  Score: Raw -212247.594890 + Penalty 2660.510448 = -209587.084442
  nChanged 2
		SP:Iteration 26Q (152209.160000 sec): 3 clusters
  Score: Raw -212247.965461 + Penalty 2660.510448 = -209587.455013
  nChanged 2
		SP:Iteration 27Q (152209.370000 sec): 3 clusters
  Score: Raw -212248.303264 + Penalty 2660.510448 = -209587.792815
  nChanged 1
		SP:Iteration 28Q (152209.520000 sec): 3 clusters
  Score: Raw -212248.608416 + Penalty 2660.510448 = -209588.097968
  nChanged 3
		SP:Iteration 29Q (152209.710000 sec): 3 clusters
  Score: Raw -212249.349710 + Penalty 2660.510448 = -209588.839262
  nChanged 3
		SP:Iteration 30Q (152209.930000 sec): 3 clusters
  Score: Raw -212250.644097 + Penalty 2660.510448 = -209590.133649
  nChanged 3
		SP:Iteration 31Q (152210.090000 sec): 3 clusters
  Score: Raw -212251.474577 + Penalty 2660.510448 = -209590.964129
  nChanged 5
		SP:Iteration 32Q (152210.260000 sec): 3 clusters
  Score: Raw -212252.643951 + Penalty 2660.510448 = -209592.133503
  nChanged 3
		SP:Iteration 33Q (152210.440000 sec): 3 clusters
  Score: Raw -212253.463468 + Penalty 2660.510448 = -209592.953020
  nChanged 2
		SP:Iteration 34Q (152210.610000 sec): 3 clusters
  Score: Raw -212254.477080 + Penalty 2660.510448 = -209593.966631
  nChanged 3
		SP:Iteration 35Q (152210.790000 sec): 3 clusters
  Score: Raw -212256.244076 + Penalty 2660.510448 = -209595.733628
  nChanged 1
		SP:Iteration 36Q (152210.960000 sec): 3 clusters
  Score: Raw -212256.663011 + Penalty 2660.510448 = -209596.152563
  nChanged 2
		SP:Iteration 37Q (152211.140000 sec): 3 clusters
  Score: Raw -212257.455692 + Penalty 2660.510448 = -209596.945244
  nChanged 2
		SP:Iteration 38Q (152211.300000 sec): 3 clusters
  Score: Raw -212258.209552 + Penalty 2660.510448 = -209597.699104
  nChanged 1
		SP:Iteration 39Q (152211.470000 sec): 3 clusters
  Score: Raw -212260.255979 + Penalty 2660.510448 = -209599.745531
  nChanged 4
		SP:Iteration 40F (152211.630000 sec): 3 clusters
  Score: Raw -212261.282119 + Penalty 2660.510448 = -209600.771671
  nChanged 3
		SP:Iteration 41Q (152211.800000 sec): 3 clusters
  Score: Raw -212261.783021 + Penalty 2660.510448 = -209601.272572
  nChanged 1
		SP:Iteration 42Q (152211.960000 sec): 3 clusters
  Score: Raw -212261.972442 + Penalty 2660.510448 = -209601.461994
  nChanged 0
		SP:Iteration 43F (152212.120000 sec): 3 clusters
  Score: Raw -212261.972442 + Penalty 2660.510448 = -209601.461994
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152212.200000 sec): 2 clusters
  Score: Raw -235514.935141 + Penalty 1273.666699 = -234241.268442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152212.380000 sec): 3 clusters
  Score: Raw -234367.370857 + Penalty 2547.333398 = -231820.037459
  nChanged 971
		SP:Iteration 1F (152212.440000 sec): 3 clusters
  Score: Raw -235152.406637 + Penalty 2547.333398 = -232605.073239
  nChanged 293
		SP:Iteration 2F (152212.480000 sec): 3 clusters
  Score: Raw -235594.883993 + Penalty 2547.333398 = -233047.550595
  nChanged 241
		SP:Iteration 3F (152212.530000 sec): 3 clusters
  Score: Raw -235920.376556 + Penalty 2547.333398 = -233373.043158
  nChanged 171
		SP:Iteration 4F (152212.580000 sec): 3 clusters
  Score: Raw -236090.615587 + Penalty 2547.333398 = -233543.282190
  nChanged 102
		SP:Iteration 5Q (152212.630000 sec): 3 clusters
  Score: Raw -236167.023496 + Penalty 2547.333398 = -233619.690099
  nChanged 69
		SP:Iteration 6Q (152212.680000 sec): 3 clusters
  Score: Raw -236211.064788 + Penalty 2547.333398 = -233663.731391
  nChanged 43
		SP:Iteration 7Q (152212.730000 sec): 3 clusters
  Score: Raw -236234.488476 + Penalty 2547.333398 = -233687.155078
  nChanged 26
		SP:Iteration 8Q (152212.780000 sec): 3 clusters
  Score: Raw -236249.072780 + Penalty 2547.333398 = -233701.739382
  nChanged 20
		SP:Iteration 9Q (152212.820000 sec): 3 clusters
  Score: Raw -236258.880552 + Penalty 2547.333398 = -233711.547154
  nChanged 17
		SP:Iteration 10Q (152212.870000 sec): 3 clusters
  Score: Raw -236266.130839 + Penalty 2547.333398 = -233718.797441
  nChanged 7
		SP:Iteration 11Q (152212.920000 sec): 3 clusters
  Score: Raw -236268.025678 + Penalty 2547.333398 = -233720.692280
  nChanged 4
		SP:Iteration 12Q (152212.970000 sec): 3 clusters
  Score: Raw -236269.365300 + Penalty 2547.333398 = -233722.031902
  nChanged 3
		SP:Iteration 13Q (152213.020000 sec): 3 clusters
  Score: Raw -236271.167552 + Penalty 2547.333398 = -233723.834154
  nChanged 4
		SP:Iteration 14Q (152213.070000 sec): 3 clusters
  Score: Raw -236273.218575 + Penalty 2547.333398 = -233725.885177
  nChanged 8
		SP:Iteration 15Q (152213.120000 sec): 3 clusters
  Score: Raw -236275.529379 + Penalty 2547.333398 = -233728.195981
  nChanged 1
		SP:Iteration 16Q (152213.170000 sec): 3 clusters
  Score: Raw -236275.841133 + Penalty 2547.333398 = -233728.507736
  nChanged 1
		SP:Iteration 17Q (152213.320000 sec): 3 clusters
  Score: Raw -236276.259687 + Penalty 2547.333398 = -233728.926289
  nChanged 0
		SP:Iteration 18F (152213.490000 sec): 3 clusters
  Score: Raw -236276.259687 + Penalty 2547.333398 = -233728.926289
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (11376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152213.610000 sec): 2 clusters
  Score: Raw -989446.331956 + Penalty 1517.629937 = -987928.702019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152213.890000 sec): 3 clusters
  Score: Raw -982983.192805 + Penalty 3035.259874 = -979947.932930
  nChanged 4952
		SP:Iteration 1F (152214.120000 sec): 3 clusters
  Score: Raw -985883.099454 + Penalty 3035.259874 = -982847.839579
  nChanged 819
		SP:Iteration 2F (152214.320000 sec): 3 clusters
  Score: Raw -986354.732280 + Penalty 3035.259874 = -983319.472405
  nChanged 740
		SP:Iteration 3F (152214.520000 sec): 3 clusters
  Score: Raw -986817.634631 + Penalty 3035.259874 = -983782.374756
  nChanged 672
		SP:Iteration 4F (152214.720000 sec): 3 clusters
  Score: Raw -987236.690750 + Penalty 3035.259874 = -984201.430875
  nChanged 598
		SP:Iteration 5F (152214.930000 sec): 3 clusters
  Score: Raw -987600.569061 + Penalty 3035.259874 = -984565.309187
  nChanged 548
		SP:Iteration 6Q (152215.180000 sec): 3 clusters
  Score: Raw -987905.931647 + Penalty 3035.259874 = -984870.671773
  nChanged 466
		SP:Iteration 7Q (152215.440000 sec): 3 clusters
  Score: Raw -988141.685497 + Penalty 3035.259874 = -985106.425622
  nChanged 381
		SP:Iteration 8Q (152215.590000 sec): 3 clusters
  Score: Raw -988313.973722 + Penalty 3035.259874 = -985278.713848
  nChanged 346
		SP:Iteration 9Q (152215.850000 sec): 3 clusters
  Score: Raw -988482.487051 + Penalty 3035.259874 = -985447.227176
  nChanged 299
		SP:Iteration 10Q (152216.110000 sec): 3 clusters
  Score: Raw -988609.118347 + Penalty 3035.259874 = -985573.858473
  nChanged 242
		SP:Iteration 11Q (152216.360000 sec): 3 clusters
  Score: Raw -988696.136300 + Penalty 3035.259874 = -985660.876425
  nChanged 217
		SP:Iteration 12Q (152216.620000 sec): 3 clusters
  Score: Raw -988774.963544 + Penalty 3035.259874 = -985739.703669
  nChanged 198
		SP:Iteration 13Q (152216.880000 sec): 3 clusters
  Score: Raw -988839.707623 + Penalty 3035.259874 = -985804.447749
  nChanged 148
		SP:Iteration 14Q (152217.140000 sec): 3 clusters
  Score: Raw -988888.617974 + Penalty 3035.259874 = -985853.358100
  nChanged 153
		SP:Iteration 15Q (152217.410000 sec): 3 clusters
  Score: Raw -988936.039503 + Penalty 3035.259874 = -985900.779629
  nChanged 135
		SP:Iteration 16Q (152217.650000 sec): 3 clusters
  Score: Raw -988975.667313 + Penalty 3035.259874 = -985940.407438
  nChanged 134
		SP:Iteration 17Q (152217.900000 sec): 3 clusters
  Score: Raw -989017.919031 + Penalty 3035.259874 = -985982.659156
  nChanged 137
		SP:Iteration 18Q (152218.160000 sec): 3 clusters
  Score: Raw -989053.143966 + Penalty 3035.259874 = -986017.884091
  nChanged 115
		SP:Iteration 19Q (152218.420000 sec): 3 clusters
  Score: Raw -989086.222418 + Penalty 3035.259874 = -986050.962544
  nChanged 108
		SP:Iteration 20F (152218.640000 sec): 3 clusters
  Score: Raw -989111.415725 + Penalty 3035.259874 = -986076.155850
  nChanged 99
		SP:Iteration 21Q (152218.790000 sec): 3 clusters
  Score: Raw -989133.526730 + Penalty 3035.259874 = -986098.266855
  nChanged 93
		SP:Iteration 22Q (152218.940000 sec): 3 clusters
  Score: Raw -989154.412834 + Penalty 3035.259874 = -986119.152959
  nChanged 78
		SP:Iteration 23Q (152219.230000 sec): 3 clusters
  Score: Raw -989172.723090 + Penalty 3035.259874 = -986137.463216
  nChanged 83
		SP:Iteration 24Q (152219.480000 sec): 3 clusters
  Score: Raw -989190.311819 + Penalty 3035.259874 = -986155.051945
  nChanged 66
		SP:Iteration 25Q (152219.620000 sec): 3 clusters
  Score: Raw -989204.886907 + Penalty 3035.259874 = -986169.627033
  nChanged 70
		SP:Iteration 26Q (152219.890000 sec): 3 clusters
  Score: Raw -989221.121551 + Penalty 3035.259874 = -986185.861677
  nChanged 73
		SP:Iteration 27Q (152220.150000 sec): 3 clusters
  Score: Raw -989241.608045 + Penalty 3035.259874 = -986206.348171
  nChanged 87
		SP:Iteration 28Q (152220.290000 sec): 3 clusters
  Score: Raw -989268.895568 + Penalty 3035.259874 = -986233.635693
  nChanged 90
		SP:Iteration 29Q (152220.590000 sec): 3 clusters
  Score: Raw -989299.843642 + Penalty 3035.259874 = -986264.583767
  nChanged 95
		SP:Iteration 30Q (152220.770000 sec): 3 clusters
  Score: Raw -989339.827478 + Penalty 3035.259874 = -986304.567604
  nChanged 113
		SP:Iteration 31Q (152221.030000 sec): 3 clusters
  Score: Raw -989387.146974 + Penalty 3035.259874 = -986351.887099
  nChanged 100
		SP:Iteration 32Q (152221.290000 sec): 3 clusters
  Score: Raw -989430.114311 + Penalty 3035.259874 = -986394.854437
  nChanged 97
		SP:Iteration 33Q (152221.500000 sec): 3 clusters
  Score: Raw -989476.873548 + Penalty 3035.259874 = -986441.613674
  nChanged 86
		SP:Iteration 34Q (152221.750000 sec): 3 clusters
  Score: Raw -989518.867313 + Penalty 3035.259874 = -986483.607439
  nChanged 94
		SP:Iteration 35Q (152222.010000 sec): 3 clusters
  Score: Raw -989563.771812 + Penalty 3035.259874 = -986528.511938
  nChanged 92
		SP:Iteration 36Q (152222.270000 sec): 3 clusters
  Score: Raw -989601.631358 + Penalty 3035.259874 = -986566.371484
  nChanged 80
		SP:Iteration 37Q (152222.540000 sec): 3 clusters
  Score: Raw -989632.154770 + Penalty 3035.259874 = -986596.894896
  nChanged 72
		SP:Iteration 38Q (152222.680000 sec): 3 clusters
  Score: Raw -989658.918339 + Penalty 3035.259874 = -986623.658464
  nChanged 72
		SP:Iteration 39Q (152222.900000 sec): 3 clusters
  Score: Raw -989692.174168 + Penalty 3035.259874 = -986656.914293
  nChanged 86
		SP:Iteration 40F (152223.160000 sec): 3 clusters
  Score: Raw -989731.164035 + Penalty 3035.259874 = -986695.904161
  nChanged 81
		SP:Iteration 41Q (152223.420000 sec): 3 clusters
  Score: Raw -989771.112642 + Penalty 3035.259874 = -986735.852768
  nChanged 83
		SP:Iteration 42Q (152223.640000 sec): 3 clusters
  Score: Raw -989805.037914 + Penalty 3035.259874 = -986769.778039
  nChanged 71
		SP:Iteration 43Q (152223.950000 sec): 3 clusters
  Score: Raw -989832.040205 + Penalty 3035.259874 = -986796.780330
  nChanged 61
		SP:Iteration 44Q (152224.130000 sec): 3 clusters
  Score: Raw -989852.936072 + Penalty 3035.259874 = -986817.676197
  nChanged 53
		SP:Iteration 45Q (152224.390000 sec): 3 clusters
  Score: Raw -989872.402032 + Penalty 3035.259874 = -986837.142158
  nChanged 44
		SP:Iteration 46Q (152224.610000 sec): 3 clusters
  Score: Raw -989886.749219 + Penalty 3035.259874 = -986851.489344
  nChanged 32
		SP:Iteration 47Q (152224.760000 sec): 3 clusters
  Score: Raw -989898.221589 + Penalty 3035.259874 = -986862.961715
  nChanged 37
		SP:Iteration 48Q (152225.060000 sec): 3 clusters
  Score: Raw -989912.575566 + Penalty 3035.259874 = -986877.315692
  nChanged 35
		SP:Iteration 49Q (152225.290000 sec): 3 clusters
  Score: Raw -989925.640688 + Penalty 3035.259874 = -986890.380814
  nChanged 35
		SP:Iteration 50Q (152225.550000 sec): 3 clusters
  Score: Raw -989942.277097 + Penalty 3035.259874 = -986907.017223
  nChanged 41
		SP:Iteration 51Q (152225.810000 sec): 3 clusters
  Score: Raw -989960.698483 + Penalty 3035.259874 = -986925.438609
  nChanged 41
		SP:Iteration 52Q (152226.070000 sec): 3 clusters
  Score: Raw -989975.589066 + Penalty 3035.259874 = -986940.329191
  nChanged 37
		SP:Iteration 53Q (152226.290000 sec): 3 clusters
  Score: Raw -989989.841825 + Penalty 3035.259874 = -986954.581951
  nChanged 35
		SP:Iteration 54Q (152226.430000 sec): 3 clusters
  Score: Raw -990002.834701 + Penalty 3035.259874 = -986967.574826
  nChanged 38
		SP:Iteration 55Q (152226.730000 sec): 3 clusters
  Score: Raw -990016.183467 + Penalty 3035.259874 = -986980.923593
  nChanged 32
		SP:Iteration 56Q (152226.910000 sec): 3 clusters
  Score: Raw -990028.804714 + Penalty 3035.259874 = -986993.544839
  nChanged 29
		SP:Iteration 57Q (152227.050000 sec): 3 clusters
  Score: Raw -990040.297469 + Penalty 3035.259874 = -987005.037595
  nChanged 27
		SP:Iteration 58Q (152227.190000 sec): 3 clusters
  Score: Raw -990049.610848 + Penalty 3035.259874 = -987014.350974
  nChanged 19
		SP:Iteration 59Q (152227.350000 sec): 3 clusters
  Score: Raw -990057.086359 + Penalty 3035.259874 = -987021.826485
  nChanged 21
		SP:Iteration 60F (152227.600000 sec): 3 clusters
  Score: Raw -990064.890725 + Penalty 3035.259874 = -987029.630851
  nChanged 20
		SP:Iteration 61Q (152227.740000 sec): 3 clusters
  Score: Raw -990073.876816 + Penalty 3035.259874 = -987038.616942
  nChanged 34
		SP:Iteration 62Q (152228.010000 sec): 3 clusters
  Score: Raw -990084.437393 + Penalty 3035.259874 = -987049.177518
  nChanged 21
		SP:Iteration 63Q (152228.270000 sec): 3 clusters
  Score: Raw -990091.607020 + Penalty 3035.259874 = -987056.347145
  nChanged 22
		SP:Iteration 64Q (152228.530000 sec): 3 clusters
  Score: Raw -990099.100898 + Penalty 3035.259874 = -987063.841023
  nChanged 32
		SP:Iteration 65Q (152228.700000 sec): 3 clusters
  Score: Raw -990109.583583 + Penalty 3035.259874 = -987074.323709
  nChanged 16
		SP:Iteration 66Q (152228.940000 sec): 3 clusters
  Score: Raw -990114.405971 + Penalty 3035.259874 = -987079.146096
  nChanged 15
		SP:Iteration 67Q (152229.240000 sec): 3 clusters
  Score: Raw -990118.587322 + Penalty 3035.259874 = -987083.327447
  nChanged 14
		SP:Iteration 68Q (152229.420000 sec): 3 clusters
  Score: Raw -990122.340814 + Penalty 3035.259874 = -987087.080939
  nChanged 11
		SP:Iteration 69Q (152229.560000 sec): 3 clusters
  Score: Raw -990126.435784 + Penalty 3035.259874 = -987091.175910
  nChanged 11
		SP:Iteration 70Q (152229.810000 sec): 3 clusters
  Score: Raw -990131.800340 + Penalty 3035.259874 = -987096.540466
  nChanged 9
		SP:Iteration 71Q (152230.070000 sec): 3 clusters
  Score: Raw -990134.876100 + Penalty 3035.259874 = -987099.616226
  nChanged 10
		SP:Iteration 72Q (152230.330000 sec): 3 clusters
  Score: Raw -990137.480163 + Penalty 3035.259874 = -987102.220288
  nChanged 10
		SP:Iteration 73Q (152230.510000 sec): 3 clusters
  Score: Raw -990140.163687 + Penalty 3035.259874 = -987104.903813
  nChanged 5
		SP:Iteration 74Q (152230.740000 sec): 3 clusters
  Score: Raw -990141.154510 + Penalty 3035.259874 = -987105.894635
  nChanged 3
		SP:Iteration 75Q (152230.980000 sec): 3 clusters
  Score: Raw -990141.667301 + Penalty 3035.259874 = -987106.407427
  nChanged 1
		SP:Iteration 76Q (152231.120000 sec): 3 clusters
  Score: Raw -990142.023101 + Penalty 3035.259874 = -987106.763227
  nChanged 5
		SP:Iteration 77Q (152231.400000 sec): 3 clusters
  Score: Raw -990143.444302 + Penalty 3035.259874 = -987108.184428
  nChanged 3
		SP:Iteration 78Q (152231.610000 sec): 3 clusters
  Score: Raw -990144.064657 + Penalty 3035.259874 = -987108.804783
  nChanged 7
		SP:Iteration 79Q (152231.820000 sec): 3 clusters
  Score: Raw -990146.170862 + Penalty 3035.259874 = -987110.910987
  nChanged 8
		SP:Iteration 80F (152232.130000 sec): 3 clusters
  Score: Raw -990148.847834 + Penalty 3035.259874 = -987113.587960
  nChanged 11
		SP:Iteration 81Q (152232.350000 sec): 3 clusters
  Score: Raw -990152.822202 + Penalty 3035.259874 = -987117.562328
  nChanged 8
		SP:Iteration 82Q (152232.570000 sec): 3 clusters
  Score: Raw -990155.819501 + Penalty 3035.259874 = -987120.559626
  nChanged 13
		SP:Iteration 83Q (152232.780000 sec): 3 clusters
  Score: Raw -990161.033385 + Penalty 3035.259874 = -987125.773511
  nChanged 12
		SP:Iteration 84Q (152232.990000 sec): 3 clusters
  Score: Raw -990166.082252 + Penalty 3035.259874 = -987130.822378
  nChanged 11
		SP:Iteration 85Q (152233.200000 sec): 3 clusters
  Score: Raw -990169.544639 + Penalty 3035.259874 = -987134.284765
  nChanged 10
		SP:Iteration 86Q (152233.420000 sec): 3 clusters
  Score: Raw -990171.420427 + Penalty 3035.259874 = -987136.160552
  nChanged 7
		SP:Iteration 87Q (152233.630000 sec): 3 clusters
  Score: Raw -990173.625652 + Penalty 3035.259874 = -987138.365778
  nChanged 8
		SP:Iteration 88Q (152233.940000 sec): 3 clusters
  Score: Raw -990176.192139 + Penalty 3035.259874 = -987140.932264
  nChanged 8
		SP:Iteration 89Q (152234.120000 sec): 3 clusters
  Score: Raw -990178.709351 + Penalty 3035.259874 = -987143.449476
  nChanged 10
		SP:Iteration 90Q (152234.370000 sec): 3 clusters
  Score: Raw -990182.221702 + Penalty 3035.259874 = -987146.961828
  nChanged 11
		SP:Iteration 91Q (152234.630000 sec): 3 clusters
  Score: Raw -990186.467377 + Penalty 3035.259874 = -987151.207502
  nChanged 14
		SP:Iteration 92Q (152234.890000 sec): 3 clusters
  Score: Raw -990190.201556 + Penalty 3035.259874 = -987154.941682
  nChanged 10
		SP:Iteration 93Q (152235.140000 sec): 3 clusters
  Score: Raw -990192.851804 + Penalty 3035.259874 = -987157.591930
  nChanged 3
		SP:Iteration 94Q (152235.400000 sec): 3 clusters
  Score: Raw -990193.340382 + Penalty 3035.259874 = -987158.080507
  nChanged 2
		SP:Iteration 95Q (152235.650000 sec): 3 clusters
  Score: Raw -990193.912718 + Penalty 3035.259874 = -987158.652843
  nChanged 6
		SP:Iteration 96Q (152235.910000 sec): 3 clusters
  Score: Raw -990195.567452 + Penalty 3035.259874 = -987160.307578
  nChanged 8
		SP:Iteration 97Q (152236.170000 sec): 3 clusters
  Score: Raw -990199.735531 + Penalty 3035.259874 = -987164.475657
  nChanged 20
		SP:Iteration 98Q (152236.430000 sec): 3 clusters
  Score: Raw -990208.183681 + Penalty 3035.259874 = -987172.923807
  nChanged 18
		SP:Iteration 99Q (152236.680000 sec): 3 clusters
  Score: Raw -990216.136703 + Penalty 3035.259874 = -987180.876829
  nChanged 22
		SP:Iteration 100F (152236.940000 sec): 3 clusters
  Score: Raw -990223.972630 + Penalty 3035.259874 = -987188.712755
  nChanged 8
		SP:Iteration 101Q (152237.200000 sec): 3 clusters
  Score: Raw -990225.350662 + Penalty 3035.259874 = -987190.090788
  nChanged 2
		SP:Iteration 102Q (152237.450000 sec): 3 clusters
  Score: Raw -990225.906277 + Penalty 3035.259874 = -987190.646402
  nChanged 1
		SP:Iteration 103Q (152237.710000 sec): 3 clusters
  Score: Raw -990226.067997 + Penalty 3035.259874 = -987190.808123
  nChanged 1
		SP:Iteration 104Q (152237.970000 sec): 3 clusters
  Score: Raw -990226.238352 + Penalty 3035.259874 = -987190.978478
  nChanged 3
		SP:Iteration 105Q (152238.200000 sec): 3 clusters
  Score: Raw -990226.578481 + Penalty 3035.259874 = -987191.318606
  nChanged 0
		SP:Iteration 106F (152238.350000 sec): 3 clusters
  Score: Raw -990226.578481 + Penalty 3035.259874 = -987191.318606
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (3342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152238.440000 sec): 2 clusters
  Score: Raw -270876.566226 + Penalty 1318.577765 = -269557.988461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152238.510000 sec): 3 clusters
  Score: Raw -269302.429243 + Penalty 2637.155530 = -266665.273712
  nChanged 1273
		SP:Iteration 1F (152238.590000 sec): 3 clusters
  Score: Raw -270291.219702 + Penalty 2637.155530 = -267654.064172
  nChanged 320
		SP:Iteration 2F (152238.660000 sec): 3 clusters
  Score: Raw -270577.303425 + Penalty 2637.155530 = -267940.147895
  nChanged 235
		SP:Iteration 3F (152238.730000 sec): 3 clusters
  Score: Raw -270766.504340 + Penalty 2637.155530 = -268129.348810
  nChanged 154
		SP:Iteration 4Q (152238.800000 sec): 3 clusters
  Score: Raw -270891.853373 + Penalty 2637.155530 = -268254.697843
  nChanged 128
		SP:Iteration 5Q (152238.870000 sec): 3 clusters
  Score: Raw -270995.489070 + Penalty 2637.155530 = -268358.333539
  nChanged 100
		SP:Iteration 6Q (152238.930000 sec): 3 clusters
  Score: Raw -271071.914427 + Penalty 2637.155530 = -268434.758896
  nChanged 99
		SP:Iteration 7Q (152239.000000 sec): 3 clusters
  Score: Raw -271138.686219 + Penalty 2637.155530 = -268501.530689
  nChanged 52
		SP:Iteration 8Q (152239.070000 sec): 3 clusters
  Score: Raw -271168.608094 + Penalty 2637.155530 = -268531.452563
  nChanged 44
		SP:Iteration 9Q (152239.130000 sec): 3 clusters
  Score: Raw -271195.544117 + Penalty 2637.155530 = -268558.388587
  nChanged 46
		SP:Iteration 10Q (152239.200000 sec): 3 clusters
  Score: Raw -271225.519480 + Penalty 2637.155530 = -268588.363950
  nChanged 40
		SP:Iteration 11Q (152239.280000 sec): 3 clusters
  Score: Raw -271250.627254 + Penalty 2637.155530 = -268613.471724
  nChanged 39
		SP:Iteration 12Q (152239.350000 sec): 3 clusters
  Score: Raw -271276.373999 + Penalty 2637.155530 = -268639.218468
  nChanged 37
		SP:Iteration 13Q (152239.410000 sec): 3 clusters
  Score: Raw -271296.149096 + Penalty 2637.155530 = -268658.993565
  nChanged 35
		SP:Iteration 14Q (152239.480000 sec): 3 clusters
  Score: Raw -271315.727911 + Penalty 2637.155530 = -268678.572380
  nChanged 32
		SP:Iteration 15Q (152239.550000 sec): 3 clusters
  Score: Raw -271338.074593 + Penalty 2637.155530 = -268700.919062
  nChanged 31
		SP:Iteration 16Q (152239.620000 sec): 3 clusters
  Score: Raw -271355.735363 + Penalty 2637.155530 = -268718.579832
  nChanged 23
		SP:Iteration 17Q (152239.690000 sec): 3 clusters
  Score: Raw -271383.595873 + Penalty 2637.155530 = -268746.440342
  nChanged 43
		SP:Iteration 18Q (152239.750000 sec): 3 clusters
  Score: Raw -271423.629975 + Penalty 2637.155530 = -268786.474445
  nChanged 49
		SP:Iteration 19Q (152239.830000 sec): 3 clusters
  Score: Raw -271461.308379 + Penalty 2637.155530 = -268824.152848
  nChanged 49
		SP:Iteration 20F (152239.890000 sec): 3 clusters
  Score: Raw -271493.280267 + Penalty 2637.155530 = -268856.124737
  nChanged 47
		SP:Iteration 21Q (152239.960000 sec): 3 clusters
  Score: Raw -271522.498806 + Penalty 2637.155530 = -268885.343276
  nChanged 50
		SP:Iteration 22Q (152240.030000 sec): 3 clusters
  Score: Raw -271553.494010 + Penalty 2637.155530 = -268916.338479
  nChanged 39
		SP:Iteration 23Q (152240.100000 sec): 3 clusters
  Score: Raw -271572.650920 + Penalty 2637.155530 = -268935.495389
  nChanged 24
		SP:Iteration 24Q (152240.170000 sec): 3 clusters
  Score: Raw -271582.937037 + Penalty 2637.155530 = -268945.781507
  nChanged 24
		SP:Iteration 25Q (152240.240000 sec): 3 clusters
  Score: Raw -271596.382624 + Penalty 2637.155530 = -268959.227093
  nChanged 27
		SP:Iteration 26Q (152240.310000 sec): 3 clusters
  Score: Raw -271608.437096 + Penalty 2637.155530 = -268971.281566
  nChanged 22
		SP:Iteration 27Q (152240.380000 sec): 3 clusters
  Score: Raw -271618.281532 + Penalty 2637.155530 = -268981.126001
  nChanged 21
		SP:Iteration 28Q (152240.450000 sec): 3 clusters
  Score: Raw -271629.415841 + Penalty 2637.155530 = -268992.260311
  nChanged 23
		SP:Iteration 29Q (152240.520000 sec): 3 clusters
  Score: Raw -271639.265283 + Penalty 2637.155530 = -269002.109752
  nChanged 15
		SP:Iteration 30Q (152240.580000 sec): 3 clusters
  Score: Raw -271646.146946 + Penalty 2637.155530 = -269008.991416
  nChanged 17
		SP:Iteration 31Q (152240.660000 sec): 3 clusters
  Score: Raw -271652.370877 + Penalty 2637.155530 = -269015.215346
  nChanged 5
		SP:Iteration 32Q (152240.720000 sec): 3 clusters
  Score: Raw -271654.238809 + Penalty 2637.155530 = -269017.083278
  nChanged 6
		SP:Iteration 33Q (152240.790000 sec): 3 clusters
  Score: Raw -271656.465081 + Penalty 2637.155530 = -269019.309551
  nChanged 7
		SP:Iteration 34Q (152240.860000 sec): 3 clusters
  Score: Raw -271659.568985 + Penalty 2637.155530 = -269022.413455
  nChanged 8
		SP:Iteration 35Q (152240.930000 sec): 3 clusters
  Score: Raw -271661.439848 + Penalty 2637.155530 = -269024.284317
  nChanged 3
		SP:Iteration 36Q (152241.000000 sec): 3 clusters
  Score: Raw -271662.130941 + Penalty 2637.155530 = -269024.975411
  nChanged 6
		SP:Iteration 37Q (152241.070000 sec): 3 clusters
  Score: Raw -271663.884506 + Penalty 2637.155530 = -269026.728976
  nChanged 5
		SP:Iteration 38Q (152241.140000 sec): 3 clusters
  Score: Raw -271666.139713 + Penalty 2637.155530 = -269028.984183
  nChanged 4
		SP:Iteration 39Q (152241.200000 sec): 3 clusters
  Score: Raw -271667.150627 + Penalty 2637.155530 = -269029.995097
  nChanged 3
		SP:Iteration 40F (152241.270000 sec): 3 clusters
  Score: Raw -271668.912087 + Penalty 2637.155530 = -269031.756556
  nChanged 6
		SP:Iteration 41Q (152241.340000 sec): 3 clusters
  Score: Raw -271671.383794 + Penalty 2637.155530 = -269034.228264
  nChanged 5
		SP:Iteration 42Q (152241.410000 sec): 3 clusters
  Score: Raw -271672.863909 + Penalty 2637.155530 = -269035.708378
  nChanged 2
		SP:Iteration 43Q (152241.480000 sec): 3 clusters
  Score: Raw -271673.529442 + Penalty 2637.155530 = -269036.373911
  nChanged 4
		SP:Iteration 44Q (152241.540000 sec): 3 clusters
  Score: Raw -271675.522362 + Penalty 2637.155530 = -269038.366832
  nChanged 2
		SP:Iteration 45Q (152241.610000 sec): 3 clusters
  Score: Raw -271676.695551 + Penalty 2637.155530 = -269039.540021
  nChanged 2
		SP:Iteration 46Q (152241.680000 sec): 3 clusters
  Score: Raw -271677.385378 + Penalty 2637.155530 = -269040.229848
  nChanged 1
		SP:Iteration 47Q (152241.750000 sec): 3 clusters
  Score: Raw -271677.613176 + Penalty 2637.155530 = -269040.457646
  nChanged 2
		SP:Iteration 48Q (152241.820000 sec): 3 clusters
  Score: Raw -271678.031783 + Penalty 2637.155530 = -269040.876252
  nChanged 2
		SP:Iteration 49Q (152241.890000 sec): 3 clusters
  Score: Raw -271679.054719 + Penalty 2637.155530 = -269041.899189
  nChanged 3
		SP:Iteration 50Q (152241.960000 sec): 3 clusters
  Score: Raw -271679.961005 + Penalty 2637.155530 = -269042.805474
  nChanged 1
		SP:Iteration 51Q (152242.020000 sec): 3 clusters
  Score: Raw -271680.460202 + Penalty 2637.155530 = -269043.304672
  nChanged 2
		SP:Iteration 52Q (152242.090000 sec): 3 clusters
  Score: Raw -271680.922928 + Penalty 2637.155530 = -269043.767398
  nChanged 5
		SP:Iteration 53Q (152242.160000 sec): 3 clusters
  Score: Raw -271683.446216 + Penalty 2637.155530 = -269046.290685
  nChanged 4
		SP:Iteration 54Q (152242.220000 sec): 3 clusters
  Score: Raw -271685.434901 + Penalty 2637.155530 = -269048.279371
  nChanged 10
		SP:Iteration 55Q (152242.290000 sec): 3 clusters
  Score: Raw -271690.031867 + Penalty 2637.155530 = -269052.876336
  nChanged 3
		SP:Iteration 56Q (152242.360000 sec): 3 clusters
  Score: Raw -271691.165075 + Penalty 2637.155530 = -269054.009544
  nChanged 3
		SP:Iteration 57Q (152242.430000 sec): 3 clusters
  Score: Raw -271691.882732 + Penalty 2637.155530 = -269054.727201
  nChanged 3
		SP:Iteration 58Q (152242.500000 sec): 3 clusters
  Score: Raw -271692.703516 + Penalty 2637.155530 = -269055.547985
  nChanged 4
		SP:Iteration 59Q (152242.560000 sec): 3 clusters
  Score: Raw -271693.643947 + Penalty 2637.155530 = -269056.488417
  nChanged 3
		SP:Iteration 60F (152242.630000 sec): 3 clusters
  Score: Raw -271694.607416 + Penalty 2637.155530 = -269057.451885
  nChanged 3
		SP:Iteration 61Q (152242.700000 sec): 3 clusters
  Score: Raw -271695.510545 + Penalty 2637.155530 = -269058.355015
  nChanged 1
		SP:Iteration 62Q (152242.770000 sec): 3 clusters
  Score: Raw -271695.833667 + Penalty 2637.155530 = -269058.678136
  nChanged 1
		SP:Iteration 63Q (152242.840000 sec): 3 clusters
  Score: Raw -271696.028580 + Penalty 2637.155530 = -269058.873050
  nChanged 1
		SP:Iteration 64Q (152242.910000 sec): 3 clusters
  Score: Raw -271696.301099 + Penalty 2637.155530 = -269059.145568
  nChanged 1
		SP:Iteration 65Q (152242.970000 sec): 3 clusters
  Score: Raw -271696.694905 + Penalty 2637.155530 = -269059.539375
  nChanged 1
		SP:Iteration 66Q (152243.040000 sec): 3 clusters
  Score: Raw -271697.016247 + Penalty 2637.155530 = -269059.860717
  nChanged 2
		SP:Iteration 67Q (152243.110000 sec): 3 clusters
  Score: Raw -271697.723487 + Penalty 2637.155530 = -269060.567957
  nChanged 1
		SP:Iteration 68Q (152243.180000 sec): 3 clusters
  Score: Raw -271697.997594 + Penalty 2637.155530 = -269060.842063
  nChanged 2
		SP:Iteration 69Q (152243.250000 sec): 3 clusters
  Score: Raw -271698.714383 + Penalty 2637.155530 = -269061.558853
  nChanged 1
		SP:Iteration 70Q (152243.370000 sec): 3 clusters
  Score: Raw -271698.837103 + Penalty 2637.155530 = -269061.681572
  nChanged 0
		SP:Iteration 71F (152243.450000 sec): 3 clusters
  Score: Raw -271698.837103 + Penalty 2637.155530 = -269061.681572
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (2048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152243.550000 sec): 2 clusters
  Score: Raw -191388.074172 + Penalty 1239.000585 = -190149.073587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152243.710000 sec): 3 clusters
  Score: Raw -190520.345756 + Penalty 2478.001171 = -188042.344585
  nChanged 729
		SP:Iteration 1F (152243.880000 sec): 3 clusters
  Score: Raw -190984.274081 + Penalty 2478.001171 = -188506.272911
  nChanged 158
		SP:Iteration 2F (152244.050000 sec): 3 clusters
  Score: Raw -191110.236964 + Penalty 2478.001171 = -188632.235793
  nChanged 102
		SP:Iteration 3Q (152244.230000 sec): 3 clusters
  Score: Raw -191181.619291 + Penalty 2478.001171 = -188703.618121
  nChanged 75
		SP:Iteration 4Q (152244.410000 sec): 3 clusters
  Score: Raw -191236.552877 + Penalty 2478.001171 = -188758.551706
  nChanged 58
		SP:Iteration 5Q (152244.580000 sec): 3 clusters
  Score: Raw -191273.766628 + Penalty 2478.001171 = -188795.765458
  nChanged 43
		SP:Iteration 6Q (152244.760000 sec): 3 clusters
  Score: Raw -191299.271703 + Penalty 2478.001171 = -188821.270533
  nChanged 32
		SP:Iteration 7Q (152244.930000 sec): 3 clusters
  Score: Raw -191319.874640 + Penalty 2478.001171 = -188841.873470
  nChanged 27
		SP:Iteration 8Q (152245.070000 sec): 3 clusters
  Score: Raw -191336.367684 + Penalty 2478.001171 = -188858.366514
  nChanged 27
		SP:Iteration 9Q (152245.110000 sec): 3 clusters
  Score: Raw -191351.580411 + Penalty 2478.001171 = -188873.579241
  nChanged 26
		SP:Iteration 10Q (152245.150000 sec): 3 clusters
  Score: Raw -191368.246325 + Penalty 2478.001171 = -188890.245155
  nChanged 27
		SP:Iteration 11Q (152245.200000 sec): 3 clusters
  Score: Raw -191380.626569 + Penalty 2478.001171 = -188902.625398
  nChanged 18
		SP:Iteration 12Q (152245.240000 sec): 3 clusters
  Score: Raw -191392.422356 + Penalty 2478.001171 = -188914.421185
  nChanged 13
		SP:Iteration 13Q (152245.280000 sec): 3 clusters
  Score: Raw -191398.813911 + Penalty 2478.001171 = -188920.812741
  nChanged 8
		SP:Iteration 14Q (152245.320000 sec): 3 clusters
  Score: Raw -191401.908682 + Penalty 2478.001171 = -188923.907511
  nChanged 8
		SP:Iteration 15Q (152245.370000 sec): 3 clusters
  Score: Raw -191405.716452 + Penalty 2478.001171 = -188927.715281
  nChanged 10
		SP:Iteration 16Q (152245.410000 sec): 3 clusters
  Score: Raw -191411.528150 + Penalty 2478.001171 = -188933.526979
  nChanged 15
		SP:Iteration 17Q (152245.450000 sec): 3 clusters
  Score: Raw -191421.533191 + Penalty 2478.001171 = -188943.532021
  nChanged 9
		SP:Iteration 18Q (152245.490000 sec): 3 clusters
  Score: Raw -191426.977673 + Penalty 2478.001171 = -188948.976503
  nChanged 9
		SP:Iteration 19Q (152245.530000 sec): 3 clusters
  Score: Raw -191432.371679 + Penalty 2478.001171 = -188954.370509
  nChanged 9
		SP:Iteration 20F (152245.570000 sec): 3 clusters
  Score: Raw -191439.177259 + Penalty 2478.001171 = -188961.176089
  nChanged 10
		SP:Iteration 21Q (152245.620000 sec): 3 clusters
  Score: Raw -191444.211435 + Penalty 2478.001171 = -188966.210265
  nChanged 8
		SP:Iteration 22Q (152245.660000 sec): 3 clusters
  Score: Raw -191447.320590 + Penalty 2478.001171 = -188969.319420
  nChanged 9
		SP:Iteration 23Q (152245.700000 sec): 3 clusters
  Score: Raw -191454.149551 + Penalty 2478.001171 = -188976.148380
  nChanged 8
		SP:Iteration 24Q (152245.740000 sec): 3 clusters
  Score: Raw -191457.984275 + Penalty 2478.001171 = -188979.983104
  nChanged 9
		SP:Iteration 25Q (152245.790000 sec): 3 clusters
  Score: Raw -191461.832749 + Penalty 2478.001171 = -188983.831578
  nChanged 6
		SP:Iteration 26Q (152245.830000 sec): 3 clusters
  Score: Raw -191464.931599 + Penalty 2478.001171 = -188986.930429
  nChanged 10
		SP:Iteration 27Q (152245.870000 sec): 3 clusters
  Score: Raw -191470.999265 + Penalty 2478.001171 = -188992.998095
  nChanged 11
		SP:Iteration 28Q (152245.910000 sec): 3 clusters
  Score: Raw -191477.393825 + Penalty 2478.001171 = -188999.392654
  nChanged 12
		SP:Iteration 29Q (152245.950000 sec): 3 clusters
  Score: Raw -191485.218352 + Penalty 2478.001171 = -189007.217181
  nChanged 12
		SP:Iteration 30Q (152245.990000 sec): 3 clusters
  Score: Raw -191494.115743 + Penalty 2478.001171 = -189016.114573
  nChanged 15
		SP:Iteration 31Q (152246.030000 sec): 3 clusters
  Score: Raw -191505.222189 + Penalty 2478.001171 = -189027.221019
  nChanged 14
		SP:Iteration 32Q (152246.080000 sec): 3 clusters
  Score: Raw -191514.762319 + Penalty 2478.001171 = -189036.761149
  nChanged 15
		SP:Iteration 33Q (152246.200000 sec): 3 clusters
  Score: Raw -191525.215232 + Penalty 2478.001171 = -189047.214061
  nChanged 24
		SP:Iteration 34Q (152246.240000 sec): 3 clusters
  Score: Raw -191538.189520 + Penalty 2478.001171 = -189060.188350
  nChanged 16
		SP:Iteration 35Q (152246.280000 sec): 3 clusters
  Score: Raw -191547.637402 + Penalty 2478.001171 = -189069.636231
  nChanged 15
		SP:Iteration 36Q (152246.330000 sec): 3 clusters
  Score: Raw -191558.792521 + Penalty 2478.001171 = -189080.791350
  nChanged 19
		SP:Iteration 37Q (152246.370000 sec): 3 clusters
  Score: Raw -191568.826823 + Penalty 2478.001171 = -189090.825652
  nChanged 17
		SP:Iteration 38Q (152246.410000 sec): 3 clusters
  Score: Raw -191578.617838 + Penalty 2478.001171 = -189100.616667
  nChanged 12
		SP:Iteration 39Q (152246.450000 sec): 3 clusters
  Score: Raw -191587.846038 + Penalty 2478.001171 = -189109.844867
  nChanged 22
		SP:Iteration 40F (152246.490000 sec): 3 clusters
  Score: Raw -191601.089842 + Penalty 2478.001171 = -189123.088672
  nChanged 19
		SP:Iteration 41Q (152246.530000 sec): 3 clusters
  Score: Raw -191610.064620 + Penalty 2478.001171 = -189132.063449
  nChanged 14
		SP:Iteration 42Q (152246.570000 sec): 3 clusters
  Score: Raw -191618.431947 + Penalty 2478.001171 = -189140.430776
  nChanged 14
		SP:Iteration 43Q (152246.620000 sec): 3 clusters
  Score: Raw -191627.579594 + Penalty 2478.001171 = -189149.578424
  nChanged 14
		SP:Iteration 44Q (152246.660000 sec): 3 clusters
  Score: Raw -191635.550393 + Penalty 2478.001171 = -189157.549222
  nChanged 13
		SP:Iteration 45Q (152246.700000 sec): 3 clusters
  Score: Raw -191641.485340 + Penalty 2478.001171 = -189163.484170
  nChanged 11
		SP:Iteration 46Q (152246.740000 sec): 3 clusters
  Score: Raw -191647.147565 + Penalty 2478.001171 = -189169.146395
  nChanged 6
		SP:Iteration 47Q (152246.790000 sec): 3 clusters
  Score: Raw -191650.272056 + Penalty 2478.001171 = -189172.270885
  nChanged 7
		SP:Iteration 48Q (152246.950000 sec): 3 clusters
  Score: Raw -191653.308979 + Penalty 2478.001171 = -189175.307808
  nChanged 4
		SP:Iteration 49Q (152247.090000 sec): 3 clusters
  Score: Raw -191654.851191 + Penalty 2478.001171 = -189176.850020
  nChanged 2
		SP:Iteration 50Q (152247.130000 sec): 3 clusters
  Score: Raw -191655.612873 + Penalty 2478.001171 = -189177.611702
  nChanged 2
		SP:Iteration 51Q (152247.310000 sec): 3 clusters
  Score: Raw -191655.961681 + Penalty 2478.001171 = -189177.960511
  nChanged 1
		SP:Iteration 52Q (152247.450000 sec): 3 clusters
  Score: Raw -191656.082897 + Penalty 2478.001171 = -189178.081726
  nChanged 0
		SP:Iteration 53F (152247.620000 sec): 3 clusters
  Score: Raw -191656.082897 + Penalty 2478.001171 = -189178.081726
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (4815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152247.710000 sec): 2 clusters
  Score: Raw -375944.967317 + Penalty 1377.917340 = -374567.049977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152247.800000 sec): 3 clusters
  Score: Raw -373441.005290 + Penalty 2755.834680 = -370685.170610
  nChanged 1999
		SP:Iteration 1F (152247.890000 sec): 3 clusters
  Score: Raw -374776.013021 + Penalty 2755.834680 = -372020.178340
  nChanged 432
		SP:Iteration 2F (152247.990000 sec): 3 clusters
  Score: Raw -375176.036878 + Penalty 2755.834680 = -372420.202198
  nChanged 387
		SP:Iteration 3F (152248.080000 sec): 3 clusters
  Score: Raw -375499.037201 + Penalty 2755.834680 = -372743.202520
  nChanged 301
		SP:Iteration 4F (152248.170000 sec): 3 clusters
  Score: Raw -375718.783302 + Penalty 2755.834680 = -372962.948621
  nChanged 213
		SP:Iteration 5Q (152248.270000 sec): 3 clusters
  Score: Raw -375840.258803 + Penalty 2755.834680 = -373084.424123
  nChanged 168
		SP:Iteration 6Q (152248.360000 sec): 3 clusters
  Score: Raw -375941.241351 + Penalty 2755.834680 = -373185.406670
  nChanged 138
		SP:Iteration 7Q (152248.590000 sec): 3 clusters
  Score: Raw -376013.924162 + Penalty 2755.834680 = -373258.089482
  nChanged 110
		SP:Iteration 8Q (152248.730000 sec): 3 clusters
  Score: Raw -376066.897784 + Penalty 2755.834680 = -373311.063104
  nChanged 89
		SP:Iteration 9Q (152248.950000 sec): 3 clusters
  Score: Raw -376106.206287 + Penalty 2755.834680 = -373350.371607
  nChanged 82
		SP:Iteration 10Q (152249.100000 sec): 3 clusters
  Score: Raw -376144.387545 + Penalty 2755.834680 = -373388.552865
  nChanged 73
		SP:Iteration 11Q (152249.330000 sec): 3 clusters
  Score: Raw -376172.478799 + Penalty 2755.834680 = -373416.644119
  nChanged 62
		SP:Iteration 12Q (152249.480000 sec): 3 clusters
  Score: Raw -376201.166157 + Penalty 2755.834680 = -373445.331477
  nChanged 60
		SP:Iteration 13Q (152249.650000 sec): 3 clusters
  Score: Raw -376231.564722 + Penalty 2755.834680 = -373475.730042
  nChanged 53
		SP:Iteration 14Q (152249.830000 sec): 3 clusters
  Score: Raw -376251.510182 + Penalty 2755.834680 = -373495.675502
  nChanged 41
		SP:Iteration 15Q (152250.010000 sec): 3 clusters
  Score: Raw -376264.512148 + Penalty 2755.834680 = -373508.677467
  nChanged 33
		SP:Iteration 16Q (152250.180000 sec): 3 clusters
  Score: Raw -376276.918986 + Penalty 2755.834680 = -373521.084305
  nChanged 46
		SP:Iteration 17Q (152250.360000 sec): 3 clusters
  Score: Raw -376293.458815 + Penalty 2755.834680 = -373537.624135
  nChanged 49
		SP:Iteration 18Q (152250.530000 sec): 3 clusters
  Score: Raw -376315.645552 + Penalty 2755.834680 = -373559.810872
  nChanged 44
		SP:Iteration 19Q (152250.710000 sec): 3 clusters
  Score: Raw -376335.369916 + Penalty 2755.834680 = -373579.535235
  nChanged 37
		SP:Iteration 20F (152250.890000 sec): 3 clusters
  Score: Raw -376350.939287 + Penalty 2755.834680 = -373595.104607
  nChanged 41
		SP:Iteration 21Q (152251.060000 sec): 3 clusters
  Score: Raw -376372.309921 + Penalty 2755.834680 = -373616.475241
  nChanged 52
		SP:Iteration 22Q (152251.240000 sec): 3 clusters
  Score: Raw -376397.079533 + Penalty 2755.834680 = -373641.244853
  nChanged 49
		SP:Iteration 23Q (152251.410000 sec): 3 clusters
  Score: Raw -376421.692234 + Penalty 2755.834680 = -373665.857554
  nChanged 52
		SP:Iteration 24Q (152251.590000 sec): 3 clusters
  Score: Raw -376444.879711 + Penalty 2755.834680 = -373689.045030
  nChanged 47
		SP:Iteration 25Q (152251.770000 sec): 3 clusters
  Score: Raw -376462.566771 + Penalty 2755.834680 = -373706.732091
  nChanged 32
		SP:Iteration 26Q (152251.940000 sec): 3 clusters
  Score: Raw -376472.128220 + Penalty 2755.834680 = -373716.293539
  nChanged 17
		SP:Iteration 27Q (152252.120000 sec): 3 clusters
  Score: Raw -376478.258901 + Penalty 2755.834680 = -373722.424220
  nChanged 26
		SP:Iteration 28Q (152252.290000 sec): 3 clusters
  Score: Raw -376484.329289 + Penalty 2755.834680 = -373728.494609
  nChanged 18
		SP:Iteration 29Q (152252.470000 sec): 3 clusters
  Score: Raw -376488.481071 + Penalty 2755.834680 = -373732.646391
  nChanged 9
		SP:Iteration 30Q (152252.650000 sec): 3 clusters
  Score: Raw -376490.665771 + Penalty 2755.834680 = -373734.831091
  nChanged 14
		SP:Iteration 31Q (152252.820000 sec): 3 clusters
  Score: Raw -376495.549955 + Penalty 2755.834680 = -373739.715275
  nChanged 19
		SP:Iteration 32Q (152253.000000 sec): 3 clusters
  Score: Raw -376501.202944 + Penalty 2755.834680 = -373745.368263
  nChanged 16
		SP:Iteration 33Q (152253.220000 sec): 3 clusters
  Score: Raw -376506.207930 + Penalty 2755.834680 = -373750.373250
  nChanged 18
		SP:Iteration 34Q (152253.360000 sec): 3 clusters
  Score: Raw -376513.155359 + Penalty 2755.834680 = -373757.320679
  nChanged 18
		SP:Iteration 35Q (152253.590000 sec): 3 clusters
  Score: Raw -376519.041741 + Penalty 2755.834680 = -373763.207061
  nChanged 20
		SP:Iteration 36Q (152253.720000 sec): 3 clusters
  Score: Raw -376525.983195 + Penalty 2755.834680 = -373770.148515
  nChanged 24
		SP:Iteration 37Q (152253.950000 sec): 3 clusters
  Score: Raw -376533.897695 + Penalty 2755.834680 = -373778.063014
  nChanged 23
		SP:Iteration 38Q (152254.140000 sec): 3 clusters
  Score: Raw -376545.114153 + Penalty 2755.834680 = -373789.279473
  nChanged 27
		SP:Iteration 39Q (152254.280000 sec): 3 clusters
  Score: Raw -376557.831011 + Penalty 2755.834680 = -373801.996331
  nChanged 31
		SP:Iteration 40F (152254.510000 sec): 3 clusters
  Score: Raw -376570.211908 + Penalty 2755.834680 = -373814.377228
  nChanged 29
		SP:Iteration 41Q (152254.660000 sec): 3 clusters
  Score: Raw -376582.283134 + Penalty 2755.834680 = -373826.448454
  nChanged 25
		SP:Iteration 42Q (152254.890000 sec): 3 clusters
  Score: Raw -376590.912132 + Penalty 2755.834680 = -373835.077451
  nChanged 17
		SP:Iteration 43Q (152255.030000 sec): 3 clusters
  Score: Raw -376595.747098 + Penalty 2755.834680 = -373839.912418
  nChanged 14
		SP:Iteration 44Q (152255.200000 sec): 3 clusters
  Score: Raw -376599.702516 + Penalty 2755.834680 = -373843.867836
  nChanged 8
		SP:Iteration 45Q (152255.380000 sec): 3 clusters
  Score: Raw -376601.448062 + Penalty 2755.834680 = -373845.613382
  nChanged 6
		SP:Iteration 46Q (152255.560000 sec): 3 clusters
  Score: Raw -376602.529007 + Penalty 2755.834680 = -373846.694327
  nChanged 5
		SP:Iteration 47Q (152255.730000 sec): 3 clusters
  Score: Raw -376603.329918 + Penalty 2755.834680 = -373847.495237
  nChanged 4
		SP:Iteration 48Q (152255.910000 sec): 3 clusters
  Score: Raw -376604.511125 + Penalty 2755.834680 = -373848.676444
  nChanged 8
		SP:Iteration 49Q (152256.040000 sec): 3 clusters
  Score: Raw -376606.568610 + Penalty 2755.834680 = -373850.733929
  nChanged 7
		SP:Iteration 50Q (152256.120000 sec): 3 clusters
  Score: Raw -376608.346990 + Penalty 2755.834680 = -373852.512310
  nChanged 4
		SP:Iteration 51Q (152256.210000 sec): 3 clusters
  Score: Raw -376609.085547 + Penalty 2755.834680 = -373853.250866
  nChanged 3
		SP:Iteration 52Q (152256.300000 sec): 3 clusters
  Score: Raw -376609.837617 + Penalty 2755.834680 = -373854.002936
  nChanged 3
		SP:Iteration 53Q (152256.380000 sec): 3 clusters
  Score: Raw -376610.502244 + Penalty 2755.834680 = -373854.667564
  nChanged 3
		SP:Iteration 54Q (152256.570000 sec): 3 clusters
  Score: Raw -376611.265077 + Penalty 2755.834680 = -373855.430397
  nChanged 1
		SP:Iteration 55Q (152256.750000 sec): 3 clusters
  Score: Raw -376611.597813 + Penalty 2755.834680 = -373855.763133
  nChanged 1
		SP:Iteration 56Q (152256.920000 sec): 3 clusters
  Score: Raw -376612.001832 + Penalty 2755.834680 = -373856.167152
  nChanged 1
		SP:Iteration 57Q (152257.100000 sec): 3 clusters
  Score: Raw -376612.127761 + Penalty 2755.834680 = -373856.293080
  nChanged 1
		SP:Iteration 58Q (152257.280000 sec): 3 clusters
  Score: Raw -376612.453787 + Penalty 2755.834680 = -373856.619107
  nChanged 0
		SP:Iteration 59F (152257.460000 sec): 3 clusters
  Score: Raw -376612.453787 + Penalty 2755.834680 = -373856.619107
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (2847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152257.570000 sec): 2 clusters
  Score: Raw -235134.473302 + Penalty 1292.528427 = -233841.944875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152257.630000 sec): 3 clusters
  Score: Raw -233778.935745 + Penalty 2585.056853 = -231193.878891
  nChanged 1080
		SP:Iteration 1F (152257.770000 sec): 3 clusters
  Score: Raw -234458.219015 + Penalty 2585.056853 = -231873.162162
  nChanged 251
		SP:Iteration 2F (152257.830000 sec): 3 clusters
  Score: Raw -234692.000563 + Penalty 2585.056853 = -232106.943709
  nChanged 215
		SP:Iteration 3F (152257.880000 sec): 3 clusters
  Score: Raw -234882.899973 + Penalty 2585.056853 = -232297.843119
  nChanged 159
		SP:Iteration 4F (152257.940000 sec): 3 clusters
  Score: Raw -235034.770551 + Penalty 2585.056853 = -232449.713698
  nChanged 149
		SP:Iteration 5F (152257.990000 sec): 3 clusters
  Score: Raw -235185.822364 + Penalty 2585.056853 = -232600.765510
  nChanged 125
		SP:Iteration 6Q (152258.050000 sec): 3 clusters
  Score: Raw -235309.426050 + Penalty 2585.056853 = -232724.369196
  nChanged 112
		SP:Iteration 7Q (152258.100000 sec): 3 clusters
  Score: Raw -235413.507539 + Penalty 2585.056853 = -232828.450685
  nChanged 92
		SP:Iteration 8Q (152258.160000 sec): 3 clusters
  Score: Raw -235508.060268 + Penalty 2585.056853 = -232923.003414
  nChanged 87
		SP:Iteration 9Q (152258.210000 sec): 3 clusters
  Score: Raw -235582.986614 + Penalty 2585.056853 = -232997.929761
  nChanged 63
		SP:Iteration 10Q (152258.270000 sec): 3 clusters
  Score: Raw -235634.995188 + Penalty 2585.056853 = -233049.938334
  nChanged 46
		SP:Iteration 11Q (152258.320000 sec): 3 clusters
  Score: Raw -235672.934198 + Penalty 2585.056853 = -233087.877344
  nChanged 67
		SP:Iteration 12Q (152258.380000 sec): 3 clusters
  Score: Raw -235744.518695 + Penalty 2585.056853 = -233159.461842
  nChanged 69
		SP:Iteration 13Q (152258.430000 sec): 3 clusters
  Score: Raw -235815.913942 + Penalty 2585.056853 = -233230.857089
  nChanged 56
		SP:Iteration 14Q (152258.480000 sec): 3 clusters
  Score: Raw -235874.087861 + Penalty 2585.056853 = -233289.031007
  nChanged 61
		SP:Iteration 15Q (152258.640000 sec): 3 clusters
  Score: Raw -235929.895851 + Penalty 2585.056853 = -233344.838998
  nChanged 47
		SP:Iteration 16Q (152258.820000 sec): 3 clusters
  Score: Raw -235968.847785 + Penalty 2585.056853 = -233383.790932
  nChanged 36
		SP:Iteration 17Q (152259.000000 sec): 3 clusters
  Score: Raw -235996.499015 + Penalty 2585.056853 = -233411.442162
  nChanged 26
		SP:Iteration 18Q (152259.170000 sec): 3 clusters
  Score: Raw -236019.055651 + Penalty 2585.056853 = -233433.998798
  nChanged 24
		SP:Iteration 19Q (152259.350000 sec): 3 clusters
  Score: Raw -236036.889643 + Penalty 2585.056853 = -233451.832790
  nChanged 19
		SP:Iteration 20F (152259.520000 sec): 3 clusters
  Score: Raw -236049.378268 + Penalty 2585.056853 = -233464.321414
  nChanged 17
		SP:Iteration 21Q (152259.700000 sec): 3 clusters
  Score: Raw -236059.927283 + Penalty 2585.056853 = -233474.870429
  nChanged 12
		SP:Iteration 22Q (152259.880000 sec): 3 clusters
  Score: Raw -236065.847834 + Penalty 2585.056853 = -233480.790980
  nChanged 11
		SP:Iteration 23Q (152260.050000 sec): 3 clusters
  Score: Raw -236071.975632 + Penalty 2585.056853 = -233486.918778
  nChanged 8
		SP:Iteration 24Q (152260.230000 sec): 3 clusters
  Score: Raw -236076.959595 + Penalty 2585.056853 = -233491.902741
  nChanged 6
		SP:Iteration 25Q (152260.400000 sec): 3 clusters
  Score: Raw -236079.573915 + Penalty 2585.056853 = -233494.517062
  nChanged 6
		SP:Iteration 26Q (152260.580000 sec): 3 clusters
  Score: Raw -236081.389303 + Penalty 2585.056853 = -233496.332450
  nChanged 3
		SP:Iteration 27Q (152260.760000 sec): 3 clusters
  Score: Raw -236082.105161 + Penalty 2585.056853 = -233497.048307
  nChanged 0
		SP:Iteration 28F (152260.930000 sec): 3 clusters
  Score: Raw -236082.105161 + Penalty 2585.056853 = -233497.048307
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152261.060000 sec): 2 clusters
  Score: Raw -410213.397605 + Penalty 1384.627843 = -408828.769762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152261.240000 sec): 3 clusters
  Score: Raw -407620.167837 + Penalty 2769.255686 = -404850.912151
  nChanged 2075
		SP:Iteration 1F (152261.420000 sec): 3 clusters
  Score: Raw -408921.707658 + Penalty 2769.255686 = -406152.451972
  nChanged 439
		SP:Iteration 2F (152261.590000 sec): 3 clusters
  Score: Raw -409255.930385 + Penalty 2769.255686 = -406486.674698
  nChanged 328
		SP:Iteration 3F (152261.770000 sec): 3 clusters
  Score: Raw -409498.856040 + Penalty 2769.255686 = -406729.600353
  nChanged 268
		SP:Iteration 4F (152261.940000 sec): 3 clusters
  Score: Raw -409647.185756 + Penalty 2769.255686 = -406877.930069
  nChanged 204
		SP:Iteration 5Q (152262.140000 sec): 3 clusters
  Score: Raw -409764.359918 + Penalty 2769.255686 = -406995.104232
  nChanged 170
		SP:Iteration 6Q (152262.240000 sec): 3 clusters
  Score: Raw -409868.356018 + Penalty 2769.255686 = -407099.100332
  nChanged 178
		SP:Iteration 7Q (152262.330000 sec): 3 clusters
  Score: Raw -409991.324862 + Penalty 2769.255686 = -407222.069176
  nChanged 154
		SP:Iteration 8Q (152262.420000 sec): 3 clusters
  Score: Raw -410093.894542 + Penalty 2769.255686 = -407324.638856
  nChanged 151
		SP:Iteration 9Q (152262.510000 sec): 3 clusters
  Score: Raw -410199.333790 + Penalty 2769.255686 = -407430.078104
  nChanged 149
		SP:Iteration 10Q (152262.610000 sec): 3 clusters
  Score: Raw -410307.307759 + Penalty 2769.255686 = -407538.052073
  nChanged 155
		SP:Iteration 11Q (152262.690000 sec): 3 clusters
  Score: Raw -410423.428415 + Penalty 2769.255686 = -407654.172729
  nChanged 138
		SP:Iteration 12Q (152262.790000 sec): 3 clusters
  Score: Raw -410509.762296 + Penalty 2769.255686 = -407740.506609
  nChanged 124
		SP:Iteration 13Q (152262.870000 sec): 3 clusters
  Score: Raw -410578.835416 + Penalty 2769.255686 = -407809.579730
  nChanged 95
		SP:Iteration 14Q (152262.960000 sec): 3 clusters
  Score: Raw -410637.447834 + Penalty 2769.255686 = -407868.192148
  nChanged 87
		SP:Iteration 15Q (152263.040000 sec): 3 clusters
  Score: Raw -410683.603427 + Penalty 2769.255686 = -407914.347741
  nChanged 76
		SP:Iteration 16Q (152263.130000 sec): 3 clusters
  Score: Raw -410714.311245 + Penalty 2769.255686 = -407945.055559
  nChanged 50
		SP:Iteration 17Q (152263.220000 sec): 3 clusters
  Score: Raw -410734.292679 + Penalty 2769.255686 = -407965.036993
  nChanged 46
		SP:Iteration 18Q (152263.300000 sec): 3 clusters
  Score: Raw -410751.793312 + Penalty 2769.255686 = -407982.537626
  nChanged 42
		SP:Iteration 19Q (152263.390000 sec): 3 clusters
  Score: Raw -410766.346922 + Penalty 2769.255686 = -407997.091236
  nChanged 28
		SP:Iteration 20F (152263.480000 sec): 3 clusters
  Score: Raw -410776.905039 + Penalty 2769.255686 = -408007.649353
  nChanged 28
		SP:Iteration 21Q (152263.570000 sec): 3 clusters
  Score: Raw -410788.647515 + Penalty 2769.255686 = -408019.391829
  nChanged 24
		SP:Iteration 22Q (152263.760000 sec): 3 clusters
  Score: Raw -410795.167236 + Penalty 2769.255686 = -408025.911550
  nChanged 15
		SP:Iteration 23Q (152263.930000 sec): 3 clusters
  Score: Raw -410799.783402 + Penalty 2769.255686 = -408030.527716
  nChanged 16
		SP:Iteration 24Q (152264.110000 sec): 3 clusters
  Score: Raw -410804.691480 + Penalty 2769.255686 = -408035.435794
  nChanged 17
		SP:Iteration 25Q (152264.280000 sec): 3 clusters
  Score: Raw -410808.510882 + Penalty 2769.255686 = -408039.255195
  nChanged 11
		SP:Iteration 26Q (152264.480000 sec): 3 clusters
  Score: Raw -410811.493482 + Penalty 2769.255686 = -408042.237796
  nChanged 14
		SP:Iteration 27Q (152264.650000 sec): 3 clusters
  Score: Raw -410814.696410 + Penalty 2769.255686 = -408045.440723
  nChanged 15
		SP:Iteration 28Q (152264.810000 sec): 3 clusters
  Score: Raw -410818.943336 + Penalty 2769.255686 = -408049.687650
  nChanged 13
		SP:Iteration 29Q (152264.950000 sec): 3 clusters
  Score: Raw -410822.228338 + Penalty 2769.255686 = -408052.972652
  nChanged 9
		SP:Iteration 30Q (152265.120000 sec): 3 clusters
  Score: Raw -410823.954297 + Penalty 2769.255686 = -408054.698611
  nChanged 4
		SP:Iteration 31Q (152265.300000 sec): 3 clusters
  Score: Raw -410824.638955 + Penalty 2769.255686 = -408055.383269
  nChanged 4
		SP:Iteration 32Q (152265.470000 sec): 3 clusters
  Score: Raw -410825.300648 + Penalty 2769.255686 = -408056.044961
  nChanged 8
		SP:Iteration 33Q (152265.650000 sec): 3 clusters
  Score: Raw -410826.357894 + Penalty 2769.255686 = -408057.102208
  nChanged 4
		SP:Iteration 34Q (152265.820000 sec): 3 clusters
  Score: Raw -410827.060187 + Penalty 2769.255686 = -408057.804500
  nChanged 4
		SP:Iteration 35Q (152266.000000 sec): 3 clusters
  Score: Raw -410827.772363 + Penalty 2769.255686 = -408058.516677
  nChanged 4
		SP:Iteration 36Q (152266.170000 sec): 3 clusters
  Score: Raw -410828.537949 + Penalty 2769.255686 = -408059.282263
  nChanged 2
		SP:Iteration 37Q (152266.390000 sec): 3 clusters
  Score: Raw -410828.838467 + Penalty 2769.255686 = -408059.582780
  nChanged 3
		SP:Iteration 38Q (152266.570000 sec): 3 clusters
  Score: Raw -410829.448512 + Penalty 2769.255686 = -408060.192825
  nChanged 4
		SP:Iteration 39Q (152266.780000 sec): 3 clusters
  Score: Raw -410830.770804 + Penalty 2769.255686 = -408061.515118
  nChanged 8
		SP:Iteration 40F (152266.980000 sec): 3 clusters
  Score: Raw -410832.646760 + Penalty 2769.255686 = -408063.391074
  nChanged 7
		SP:Iteration 41Q (152267.180000 sec): 3 clusters
  Score: Raw -410834.720721 + Penalty 2769.255686 = -408065.465035
  nChanged 7
		SP:Iteration 42Q (152267.350000 sec): 3 clusters
  Score: Raw -410835.839457 + Penalty 2769.255686 = -408066.583771
  nChanged 2
		SP:Iteration 43Q (152267.530000 sec): 3 clusters
  Score: Raw -410836.110233 + Penalty 2769.255686 = -408066.854546
  nChanged 1
		SP:Iteration 44Q (152267.700000 sec): 3 clusters
  Score: Raw -410836.523156 + Penalty 2769.255686 = -408067.267470
  nChanged 1
		SP:Iteration 45Q (152267.880000 sec): 3 clusters
  Score: Raw -410836.907356 + Penalty 2769.255686 = -408067.651670
  nChanged 1
		SP:Iteration 46Q (152268.050000 sec): 3 clusters
  Score: Raw -410837.073546 + Penalty 2769.255686 = -408067.817860
  nChanged 0
		SP:Iteration 47F (152268.230000 sec): 3 clusters
  Score: Raw -410837.073546 + Penalty 2769.255686 = -408067.817860
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (12208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152268.380000 sec): 2 clusters
  Score: Raw -1176451.761098 + Penalty 1529.100097 = -1174922.661000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152268.620000 sec): 3 clusters
  Score: Raw -1169423.339420 + Penalty 3058.200195 = -1166365.139225
  nChanged 5361
		SP:Iteration 1F (152268.870000 sec): 3 clusters
  Score: Raw -1172414.759179 + Penalty 3058.200195 = -1169356.558984
  nChanged 728
		SP:Iteration 2F (152269.120000 sec): 3 clusters
  Score: Raw -1172727.727686 + Penalty 3058.200195 = -1169669.527491
  nChanged 609
		SP:Iteration 3Q (152269.460000 sec): 3 clusters
  Score: Raw -1172981.876115 + Penalty 3058.200195 = -1169923.675921
  nChanged 592
		SP:Iteration 4Q (152269.700000 sec): 3 clusters
  Score: Raw -1173255.841746 + Penalty 3058.200195 = -1170197.641551
  nChanged 649
		SP:Iteration 5F (152269.950000 sec): 3 clusters
  Score: Raw -1173598.001719 + Penalty 3058.200195 = -1170539.801524
  nChanged 663
		SP:Iteration 6F (152270.240000 sec): 3 clusters
  Score: Raw -1173954.026717 + Penalty 3058.200195 = -1170895.826522
  nChanged 609
		SP:Iteration 7Q (152270.540000 sec): 3 clusters
  Score: Raw -1174289.171031 + Penalty 3058.200195 = -1171230.970836
  nChanged 589
		SP:Iteration 8Q (152270.780000 sec): 3 clusters
  Score: Raw -1174620.876680 + Penalty 3058.200195 = -1171562.676485
  nChanged 528
		SP:Iteration 9Q (152271.080000 sec): 3 clusters
  Score: Raw -1174891.520269 + Penalty 3058.200195 = -1171833.320074
  nChanged 433
		SP:Iteration 10Q (152271.340000 sec): 3 clusters
  Score: Raw -1175098.425749 + Penalty 3058.200195 = -1172040.225554
  nChanged 352
		SP:Iteration 11Q (152271.520000 sec): 3 clusters
  Score: Raw -1175267.798643 + Penalty 3058.200195 = -1172209.598448
  nChanged 325
		SP:Iteration 12Q (152271.760000 sec): 3 clusters
  Score: Raw -1175402.925820 + Penalty 3058.200195 = -1172344.725625
  nChanged 263
		SP:Iteration 13Q (152272.020000 sec): 3 clusters
  Score: Raw -1175499.469523 + Penalty 3058.200195 = -1172441.269328
  nChanged 204
		SP:Iteration 14Q (152272.270000 sec): 3 clusters
  Score: Raw -1175575.409277 + Penalty 3058.200195 = -1172517.209082
  nChanged 195
		SP:Iteration 15Q (152272.490000 sec): 3 clusters
  Score: Raw -1175637.597903 + Penalty 3058.200195 = -1172579.397708
  nChanged 168
		SP:Iteration 16Q (152272.780000 sec): 3 clusters
  Score: Raw -1175689.103349 + Penalty 3058.200195 = -1172630.903154
  nChanged 153
		SP:Iteration 17Q (152273.030000 sec): 3 clusters
  Score: Raw -1175729.950566 + Penalty 3058.200195 = -1172671.750371
  nChanged 124
		SP:Iteration 18Q (152273.290000 sec): 3 clusters
  Score: Raw -1175770.553460 + Penalty 3058.200195 = -1172712.353265
  nChanged 135
		SP:Iteration 19Q (152273.590000 sec): 3 clusters
  Score: Raw -1175812.087835 + Penalty 3058.200195 = -1172753.887640
  nChanged 113
		SP:Iteration 20F (152273.810000 sec): 3 clusters
  Score: Raw -1175847.363544 + Penalty 3058.200195 = -1172789.163349
  nChanged 111
		SP:Iteration 21Q (152274.070000 sec): 3 clusters
  Score: Raw -1175885.965843 + Penalty 3058.200195 = -1172827.765649
  nChanged 99
		SP:Iteration 22Q (152274.320000 sec): 3 clusters
  Score: Raw -1175918.545671 + Penalty 3058.200195 = -1172860.345476
  nChanged 93
		SP:Iteration 23Q (152274.570000 sec): 3 clusters
  Score: Raw -1175947.639730 + Penalty 3058.200195 = -1172889.439535
  nChanged 83
		SP:Iteration 24Q (152274.830000 sec): 3 clusters
  Score: Raw -1175977.432118 + Penalty 3058.200195 = -1172919.231923
  nChanged 93
		SP:Iteration 25Q (152275.120000 sec): 3 clusters
  Score: Raw -1176008.181256 + Penalty 3058.200195 = -1172949.981061
  nChanged 88
		SP:Iteration 26Q (152275.410000 sec): 3 clusters
  Score: Raw -1176039.761176 + Penalty 3058.200195 = -1172981.560981
  nChanged 96
		SP:Iteration 27Q (152275.600000 sec): 3 clusters
  Score: Raw -1176074.027298 + Penalty 3058.200195 = -1173015.827103
  nChanged 97
		SP:Iteration 28Q (152275.890000 sec): 3 clusters
  Score: Raw -1176112.060605 + Penalty 3058.200195 = -1173053.860410
  nChanged 97
		SP:Iteration 29Q (152276.190000 sec): 3 clusters
  Score: Raw -1176146.887002 + Penalty 3058.200195 = -1173088.686807
  nChanged 91
		SP:Iteration 30Q (152276.490000 sec): 3 clusters
  Score: Raw -1176179.334428 + Penalty 3058.200195 = -1173121.134233
  nChanged 90
		SP:Iteration 31Q (152276.790000 sec): 3 clusters
  Score: Raw -1176218.042760 + Penalty 3058.200195 = -1173159.842565
  nChanged 87
		SP:Iteration 32Q (152277.090000 sec): 3 clusters
  Score: Raw -1176261.190624 + Penalty 3058.200195 = -1173202.990429
  nChanged 95
		SP:Iteration 33Q (152277.370000 sec): 3 clusters
  Score: Raw -1176304.018720 + Penalty 3058.200195 = -1173245.818525
  nChanged 82
		SP:Iteration 34Q (152277.670000 sec): 3 clusters
  Score: Raw -1176334.241655 + Penalty 3058.200195 = -1173276.041460
  nChanged 68
		SP:Iteration 35Q (152277.890000 sec): 3 clusters
  Score: Raw -1176365.150295 + Penalty 3058.200195 = -1173306.950100
  nChanged 63
		SP:Iteration 36Q (152278.140000 sec): 3 clusters
  Score: Raw -1176393.013920 + Penalty 3058.200195 = -1173334.813726
  nChanged 61
		SP:Iteration 37Q (152278.390000 sec): 3 clusters
  Score: Raw -1176416.267202 + Penalty 3058.200195 = -1173358.067007
  nChanged 57
		SP:Iteration 38Q (152278.650000 sec): 3 clusters
  Score: Raw -1176437.843286 + Penalty 3058.200195 = -1173379.643091
  nChanged 55
		SP:Iteration 39Q (152278.900000 sec): 3 clusters
  Score: Raw -1176453.805261 + Penalty 3058.200195 = -1173395.605066
  nChanged 42
		SP:Iteration 40F (152279.070000 sec): 3 clusters
  Score: Raw -1176468.358166 + Penalty 3058.200195 = -1173410.157971
  nChanged 35
		SP:Iteration 41Q (152279.330000 sec): 3 clusters
  Score: Raw -1176485.194335 + Penalty 3058.200195 = -1173426.994140
  nChanged 46
		SP:Iteration 42Q (152279.580000 sec): 3 clusters
  Score: Raw -1176501.640475 + Penalty 3058.200195 = -1173443.440280
  nChanged 33
		SP:Iteration 43Q (152279.830000 sec): 3 clusters
  Score: Raw -1176519.342826 + Penalty 3058.200195 = -1173461.142631
  nChanged 39
		SP:Iteration 44Q (152280.080000 sec): 3 clusters
  Score: Raw -1176539.639323 + Penalty 3058.200195 = -1173481.439128
  nChanged 43
		SP:Iteration 45Q (152280.330000 sec): 3 clusters
  Score: Raw -1176560.849914 + Penalty 3058.200195 = -1173502.649719
  nChanged 46
		SP:Iteration 46Q (152280.580000 sec): 3 clusters
  Score: Raw -1176585.478478 + Penalty 3058.200195 = -1173527.278283
  nChanged 44
		SP:Iteration 47Q (152280.830000 sec): 3 clusters
  Score: Raw -1176605.469516 + Penalty 3058.200195 = -1173547.269321
  nChanged 29
		SP:Iteration 48Q (152281.090000 sec): 3 clusters
  Score: Raw -1176618.490710 + Penalty 3058.200195 = -1173560.290515
  nChanged 32
		SP:Iteration 49Q (152281.330000 sec): 3 clusters
  Score: Raw -1176631.420940 + Penalty 3058.200195 = -1173573.220746
  nChanged 28
		SP:Iteration 50Q (152281.570000 sec): 3 clusters
  Score: Raw -1176644.787921 + Penalty 3058.200195 = -1173586.587726
  nChanged 33
		SP:Iteration 51Q (152281.850000 sec): 3 clusters
  Score: Raw -1176656.155384 + Penalty 3058.200195 = -1173597.955189
  nChanged 17
		SP:Iteration 52Q (152282.070000 sec): 3 clusters
  Score: Raw -1176662.785202 + Penalty 3058.200195 = -1173604.585008
  nChanged 14
		SP:Iteration 53Q (152282.320000 sec): 3 clusters
  Score: Raw -1176667.761456 + Penalty 3058.200195 = -1173609.561261
  nChanged 11
		SP:Iteration 54Q (152282.570000 sec): 3 clusters
  Score: Raw -1176672.662626 + Penalty 3058.200195 = -1173614.462431
  nChanged 11
		SP:Iteration 55Q (152282.870000 sec): 3 clusters
  Score: Raw -1176676.092201 + Penalty 3058.200195 = -1173617.892006
  nChanged 11
		SP:Iteration 56Q (152283.110000 sec): 3 clusters
  Score: Raw -1176681.089352 + Penalty 3058.200195 = -1173622.889157
  nChanged 13
		SP:Iteration 57Q (152283.410000 sec): 3 clusters
  Score: Raw -1176685.672481 + Penalty 3058.200195 = -1173627.472286
  nChanged 14
		SP:Iteration 58Q (152283.630000 sec): 3 clusters
  Score: Raw -1176690.467084 + Penalty 3058.200195 = -1173632.266890
  nChanged 11
		SP:Iteration 59Q (152283.880000 sec): 3 clusters
  Score: Raw -1176695.945018 + Penalty 3058.200195 = -1173637.744823
  nChanged 19
		SP:Iteration 60F (152284.130000 sec): 3 clusters
  Score: Raw -1176703.952321 + Penalty 3058.200195 = -1173645.752126
  nChanged 16
		SP:Iteration 61Q (152284.350000 sec): 3 clusters
  Score: Raw -1176710.123835 + Penalty 3058.200195 = -1173651.923640
  nChanged 14
		SP:Iteration 62Q (152284.600000 sec): 3 clusters
  Score: Raw -1176716.301643 + Penalty 3058.200195 = -1173658.101449
  nChanged 15
		SP:Iteration 63Q (152284.860000 sec): 3 clusters
  Score: Raw -1176722.066036 + Penalty 3058.200195 = -1173663.865841
  nChanged 9
		SP:Iteration 64Q (152285.110000 sec): 3 clusters
  Score: Raw -1176726.126179 + Penalty 3058.200195 = -1173667.925984
  nChanged 13
		SP:Iteration 65Q (152285.330000 sec): 3 clusters
  Score: Raw -1176733.277437 + Penalty 3058.200195 = -1173675.077242
  nChanged 9
		SP:Iteration 66Q (152285.580000 sec): 3 clusters
  Score: Raw -1176736.740368 + Penalty 3058.200195 = -1173678.540173
  nChanged 8
		SP:Iteration 67Q (152285.830000 sec): 3 clusters
  Score: Raw -1176739.627786 + Penalty 3058.200195 = -1173681.427592
  nChanged 5
		SP:Iteration 68Q (152286.090000 sec): 3 clusters
  Score: Raw -1176741.756988 + Penalty 3058.200195 = -1173683.556793
  nChanged 8
		SP:Iteration 69Q (152286.340000 sec): 3 clusters
  Score: Raw -1176744.661518 + Penalty 3058.200195 = -1173686.461323
  nChanged 7
		SP:Iteration 70Q (152286.590000 sec): 3 clusters
  Score: Raw -1176747.337887 + Penalty 3058.200195 = -1173689.137692
  nChanged 4
		SP:Iteration 71Q (152286.840000 sec): 3 clusters
  Score: Raw -1176749.433160 + Penalty 3058.200195 = -1173691.232965
  nChanged 7
		SP:Iteration 72Q (152287.140000 sec): 3 clusters
  Score: Raw -1176751.799085 + Penalty 3058.200195 = -1173693.598890
  nChanged 8
		SP:Iteration 73Q (152287.350000 sec): 3 clusters
  Score: Raw -1176754.715928 + Penalty 3058.200195 = -1173696.515733
  nChanged 9
		SP:Iteration 74Q (152287.510000 sec): 3 clusters
  Score: Raw -1176757.676942 + Penalty 3058.200195 = -1173699.476747
  nChanged 5
		SP:Iteration 75Q (152287.780000 sec): 3 clusters
  Score: Raw -1176758.917220 + Penalty 3058.200195 = -1173700.717025
  nChanged 3
		SP:Iteration 76Q (152288.030000 sec): 3 clusters
  Score: Raw -1176759.626785 + Penalty 3058.200195 = -1173701.426590
  nChanged 1
		SP:Iteration 77Q (152288.290000 sec): 3 clusters
  Score: Raw -1176760.188522 + Penalty 3058.200195 = -1173701.988327
  nChanged 2
		SP:Iteration 78Q (152288.540000 sec): 3 clusters
  Score: Raw -1176760.598032 + Penalty 3058.200195 = -1173702.397838
  nChanged 1
		SP:Iteration 79Q (152288.790000 sec): 3 clusters
  Score: Raw -1176760.955029 + Penalty 3058.200195 = -1173702.754834
  nChanged 1
		SP:Iteration 80F (152288.960000 sec): 3 clusters
  Score: Raw -1176761.038205 + Penalty 3058.200195 = -1173702.838010
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (8567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152289.080000 sec): 2 clusters
  Score: Raw -716944.663882 + Penalty 1471.546845 = -715473.117037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152289.330000 sec): 3 clusters
  Score: Raw -712216.479184 + Penalty 2943.093690 = -709273.385494
  nChanged 3668
		SP:Iteration 1F (152289.530000 sec): 3 clusters
  Score: Raw -714396.225123 + Penalty 2943.093690 = -711453.131433
  nChanged 770
		SP:Iteration 2F (152289.720000 sec): 3 clusters
  Score: Raw -715018.965137 + Penalty 2943.093690 = -712075.871447
  nChanged 677
		SP:Iteration 3F (152289.920000 sec): 3 clusters
  Score: Raw -715569.779988 + Penalty 2943.093690 = -712626.686298
  nChanged 603
		SP:Iteration 4F (152290.110000 sec): 3 clusters
  Score: Raw -716051.013140 + Penalty 2943.093690 = -713107.919450
  nChanged 509
		SP:Iteration 5F (152290.310000 sec): 3 clusters
  Score: Raw -716488.969626 + Penalty 2943.093690 = -713545.875936
  nChanged 479
		SP:Iteration 6F (152290.500000 sec): 3 clusters
  Score: Raw -716874.837267 + Penalty 2943.093690 = -713931.743578
  nChanged 403
		SP:Iteration 7Q (152290.690000 sec): 3 clusters
  Score: Raw -717216.824519 + Penalty 2943.093690 = -714273.730829
  nChanged 376
		SP:Iteration 8Q (152290.890000 sec): 3 clusters
  Score: Raw -717505.479947 + Penalty 2943.093690 = -714562.386257
  nChanged 299
		SP:Iteration 9Q (152291.080000 sec): 3 clusters
  Score: Raw -717714.435403 + Penalty 2943.093690 = -714771.341713
  nChanged 242
		SP:Iteration 10Q (152291.270000 sec): 3 clusters
  Score: Raw -717842.616832 + Penalty 2943.093690 = -714899.523142
  nChanged 189
		SP:Iteration 11Q (152291.470000 sec): 3 clusters
  Score: Raw -717949.921424 + Penalty 2943.093690 = -715006.827734
  nChanged 169
		SP:Iteration 12Q (152291.670000 sec): 3 clusters
  Score: Raw -718031.395565 + Penalty 2943.093690 = -715088.301875
  nChanged 130
		SP:Iteration 13Q (152291.860000 sec): 3 clusters
  Score: Raw -718085.008006 + Penalty 2943.093690 = -715141.914316
  nChanged 93
		SP:Iteration 14Q (152292.050000 sec): 3 clusters
  Score: Raw -718114.460242 + Penalty 2943.093690 = -715171.366552
  nChanged 81
		SP:Iteration 15Q (152292.250000 sec): 3 clusters
  Score: Raw -718137.847442 + Penalty 2943.093690 = -715194.753752
  nChanged 68
		SP:Iteration 16Q (152292.430000 sec): 3 clusters
  Score: Raw -718159.095603 + Penalty 2943.093690 = -715216.001913
  nChanged 61
		SP:Iteration 17Q (152292.630000 sec): 3 clusters
  Score: Raw -718170.939841 + Penalty 2943.093690 = -715227.846151
  nChanged 41
		SP:Iteration 18Q (152292.830000 sec): 3 clusters
  Score: Raw -718180.472946 + Penalty 2943.093690 = -715237.379256
  nChanged 32
		SP:Iteration 19Q (152293.010000 sec): 3 clusters
  Score: Raw -718186.408395 + Penalty 2943.093690 = -715243.314705
  nChanged 33
		SP:Iteration 20F (152293.210000 sec): 3 clusters
  Score: Raw -718192.275349 + Penalty 2943.093690 = -715249.181659
  nChanged 20
		SP:Iteration 21Q (152293.410000 sec): 3 clusters
  Score: Raw -718195.951606 + Penalty 2943.093690 = -715252.857916
  nChanged 23
		SP:Iteration 22Q (152293.600000 sec): 3 clusters
  Score: Raw -718199.654627 + Penalty 2943.093690 = -715256.560937
  nChanged 14
		SP:Iteration 23Q (152293.790000 sec): 3 clusters
  Score: Raw -718201.641923 + Penalty 2943.093690 = -715258.548234
  nChanged 10
		SP:Iteration 24Q (152293.990000 sec): 3 clusters
  Score: Raw -718203.113326 + Penalty 2943.093690 = -715260.019636
  nChanged 13
		SP:Iteration 25Q (152294.180000 sec): 3 clusters
  Score: Raw -718204.919807 + Penalty 2943.093690 = -715261.826117
  nChanged 11
		SP:Iteration 26Q (152294.370000 sec): 3 clusters
  Score: Raw -718206.531488 + Penalty 2943.093690 = -715263.437798
  nChanged 10
		SP:Iteration 27Q (152294.570000 sec): 3 clusters
  Score: Raw -718207.682187 + Penalty 2943.093690 = -715264.588497
  nChanged 8
		SP:Iteration 28Q (152294.760000 sec): 3 clusters
  Score: Raw -718208.677229 + Penalty 2943.093690 = -715265.583539
  nChanged 10
		SP:Iteration 29Q (152294.950000 sec): 3 clusters
  Score: Raw -718210.035475 + Penalty 2943.093690 = -715266.941785
  nChanged 6
		SP:Iteration 30Q (152295.150000 sec): 3 clusters
  Score: Raw -718210.684672 + Penalty 2943.093690 = -715267.590982
  nChanged 5
		SP:Iteration 31Q (152295.340000 sec): 3 clusters
  Score: Raw -718211.135013 + Penalty 2943.093690 = -715268.041323
  nChanged 3
		SP:Iteration 32Q (152295.530000 sec): 3 clusters
  Score: Raw -718211.529138 + Penalty 2943.093690 = -715268.435448
  nChanged 4
		SP:Iteration 33Q (152295.780000 sec): 3 clusters
  Score: Raw -718211.949127 + Penalty 2943.093690 = -715268.855438
  nChanged 3
		SP:Iteration 34Q (152295.970000 sec): 3 clusters
  Score: Raw -718212.227656 + Penalty 2943.093690 = -715269.133966
  nChanged 3
		SP:Iteration 35Q (152296.160000 sec): 3 clusters
  Score: Raw -718212.427385 + Penalty 2943.093690 = -715269.333695
  nChanged 1
		SP:Iteration 36Q (152296.350000 sec): 3 clusters
  Score: Raw -718212.603562 + Penalty 2943.093690 = -715269.509872
  nChanged 2
		SP:Iteration 37Q (152296.550000 sec): 3 clusters
  Score: Raw -718212.853124 + Penalty 2943.093690 = -715269.759434
  nChanged 4
		SP:Iteration 38Q (152296.740000 sec): 3 clusters
  Score: Raw -718213.237379 + Penalty 2943.093690 = -715270.143689
  nChanged 4
		SP:Iteration 39Q (152296.930000 sec): 3 clusters
  Score: Raw -718213.533716 + Penalty 2943.093690 = -715270.440026
  nChanged 1
		SP:Iteration 40F (152297.130000 sec): 3 clusters
  Score: Raw -718213.566273 + Penalty 2943.093690 = -715270.472583
  nChanged 1
		SP:Iteration 41Q (152297.320000 sec): 3 clusters
  Score: Raw -718213.596804 + Penalty 2943.093690 = -715270.503114
  nChanged 1
		SP:Iteration 42Q (152297.520000 sec): 3 clusters
  Score: Raw -718213.612429 + Penalty 2943.093690 = -715270.518739
  nChanged 1
		SP:Iteration 43Q (152297.710000 sec): 3 clusters
  Score: Raw -718213.691603 + Penalty 2943.093690 = -715270.597913
  nChanged 1
		SP:Iteration 44Q (152297.910000 sec): 3 clusters
  Score: Raw -718213.763938 + Penalty 2943.093690 = -715270.670248
  nChanged 1
		SP:Iteration 45Q (152298.100000 sec): 3 clusters
  Score: Raw -718213.794136 + Penalty 2943.093690 = -715270.700446
  nChanged 0
		SP:Iteration 46F (152298.290000 sec): 3 clusters
  Score: Raw -718213.794136 + Penalty 2943.093690 = -715270.700446
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (2508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152298.380000 sec): 2 clusters
  Score: Raw -202972.640164 + Penalty 1271.926647 = -201700.713517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152298.550000 sec): 3 clusters
  Score: Raw -201823.905934 + Penalty 2543.853293 = -199280.052641
  nChanged 936
		SP:Iteration 1F (152298.730000 sec): 3 clusters
  Score: Raw -202495.317338 + Penalty 2543.853293 = -199951.464045
  nChanged 238
		SP:Iteration 2F (152298.910000 sec): 3 clusters
  Score: Raw -202719.731213 + Penalty 2543.853293 = -200175.877920
  nChanged 174
		SP:Iteration 3F (152299.080000 sec): 3 clusters
  Score: Raw -202871.514498 + Penalty 2543.853293 = -200327.661205
  nChanged 118
		SP:Iteration 4Q (152299.260000 sec): 3 clusters
  Score: Raw -202963.766991 + Penalty 2543.853293 = -200419.913698
  nChanged 89
		SP:Iteration 5Q (152299.430000 sec): 3 clusters
  Score: Raw -203032.127652 + Penalty 2543.853293 = -200488.274359
  nChanged 78
		SP:Iteration 6Q (152299.610000 sec): 3 clusters
  Score: Raw -203090.800832 + Penalty 2543.853293 = -200546.947539
  nChanged 67
		SP:Iteration 7Q (152299.790000 sec): 3 clusters
  Score: Raw -203134.159720 + Penalty 2543.853293 = -200590.306427
  nChanged 46
		SP:Iteration 8Q (152299.960000 sec): 3 clusters
  Score: Raw -203161.575919 + Penalty 2543.853293 = -200617.722626
  nChanged 43
		SP:Iteration 9Q (152300.140000 sec): 3 clusters
  Score: Raw -203183.266219 + Penalty 2543.853293 = -200639.412926
  nChanged 31
		SP:Iteration 10Q (152300.310000 sec): 3 clusters
  Score: Raw -203198.707551 + Penalty 2543.853293 = -200654.854258
  nChanged 27
		SP:Iteration 11Q (152300.490000 sec): 3 clusters
  Score: Raw -203210.717731 + Penalty 2543.853293 = -200666.864438
  nChanged 22
		SP:Iteration 12Q (152300.660000 sec): 3 clusters
  Score: Raw -203222.808139 + Penalty 2543.853293 = -200678.954846
  nChanged 23
		SP:Iteration 13Q (152300.840000 sec): 3 clusters
  Score: Raw -203234.608899 + Penalty 2543.853293 = -200690.755606
  nChanged 16
		SP:Iteration 14Q (152301.010000 sec): 3 clusters
  Score: Raw -203241.650130 + Penalty 2543.853293 = -200697.796837
  nChanged 14
		SP:Iteration 15Q (152301.190000 sec): 3 clusters
  Score: Raw -203248.404736 + Penalty 2543.853293 = -200704.551443
  nChanged 23
		SP:Iteration 16Q (152301.370000 sec): 3 clusters
  Score: Raw -203262.860427 + Penalty 2543.853293 = -200719.007134
  nChanged 33
		SP:Iteration 17Q (152301.540000 sec): 3 clusters
  Score: Raw -203287.178280 + Penalty 2543.853293 = -200743.324987
  nChanged 34
		SP:Iteration 18Q (152301.710000 sec): 3 clusters
  Score: Raw -203306.445198 + Penalty 2543.853293 = -200762.591905
  nChanged 27
		SP:Iteration 19Q (152301.880000 sec): 3 clusters
  Score: Raw -203322.541545 + Penalty 2543.853293 = -200778.688251
  nChanged 27
		SP:Iteration 20F (152302.040000 sec): 3 clusters
  Score: Raw -203337.808588 + Penalty 2543.853293 = -200793.955295
  nChanged 21
		SP:Iteration 21Q (152302.210000 sec): 3 clusters
  Score: Raw -203349.484639 + Penalty 2543.853293 = -200805.631346
  nChanged 19
		SP:Iteration 22Q (152302.370000 sec): 3 clusters
  Score: Raw -203358.815619 + Penalty 2543.853293 = -200814.962326
  nChanged 14
		SP:Iteration 23Q (152302.530000 sec): 3 clusters
  Score: Raw -203364.208676 + Penalty 2543.853293 = -200820.355383
  nChanged 9
		SP:Iteration 24Q (152302.700000 sec): 3 clusters
  Score: Raw -203366.845082 + Penalty 2543.853293 = -200822.991789
  nChanged 11
		SP:Iteration 25Q (152302.860000 sec): 3 clusters
  Score: Raw -203370.918973 + Penalty 2543.853293 = -200827.065679
  nChanged 10
		SP:Iteration 26Q (152303.020000 sec): 3 clusters
  Score: Raw -203378.576042 + Penalty 2543.853293 = -200834.722749
  nChanged 10
		SP:Iteration 27Q (152303.190000 sec): 3 clusters
  Score: Raw -203382.228553 + Penalty 2543.853293 = -200838.375260
  nChanged 8
		SP:Iteration 28Q (152303.370000 sec): 3 clusters
  Score: Raw -203386.495760 + Penalty 2543.853293 = -200842.642467
  nChanged 7
		SP:Iteration 29Q (152303.550000 sec): 3 clusters
  Score: Raw -203389.563659 + Penalty 2543.853293 = -200845.710366
  nChanged 8
		SP:Iteration 30Q (152303.650000 sec): 3 clusters
  Score: Raw -203394.164915 + Penalty 2543.853293 = -200850.311622
  nChanged 6
		SP:Iteration 31Q (152303.710000 sec): 3 clusters
  Score: Raw -203398.547334 + Penalty 2543.853293 = -200854.694041
  nChanged 15
		SP:Iteration 32Q (152303.750000 sec): 3 clusters
  Score: Raw -203405.287828 + Penalty 2543.853293 = -200861.434534
  nChanged 10
		SP:Iteration 33Q (152303.810000 sec): 3 clusters
  Score: Raw -203409.526571 + Penalty 2543.853293 = -200865.673278
  nChanged 9
		SP:Iteration 34Q (152303.850000 sec): 3 clusters
  Score: Raw -203412.862128 + Penalty 2543.853293 = -200869.008835
  nChanged 9
		SP:Iteration 35Q (152303.900000 sec): 3 clusters
  Score: Raw -203416.646037 + Penalty 2543.853293 = -200872.792744
  nChanged 12
		SP:Iteration 36Q (152303.950000 sec): 3 clusters
  Score: Raw -203421.991746 + Penalty 2543.853293 = -200878.138453
  nChanged 10
		SP:Iteration 37Q (152304.000000 sec): 3 clusters
  Score: Raw -203425.088483 + Penalty 2543.853293 = -200881.235190
  nChanged 9
		SP:Iteration 38Q (152304.050000 sec): 3 clusters
  Score: Raw -203428.485916 + Penalty 2543.853293 = -200884.632623
  nChanged 7
		SP:Iteration 39Q (152304.100000 sec): 3 clusters
  Score: Raw -203431.350000 + Penalty 2543.853293 = -200887.496707
  nChanged 9
		SP:Iteration 40F (152304.150000 sec): 3 clusters
  Score: Raw -203434.852325 + Penalty 2543.853293 = -200890.999032
  nChanged 12
		SP:Iteration 41Q (152304.200000 sec): 3 clusters
  Score: Raw -203440.808903 + Penalty 2543.853293 = -200896.955610
  nChanged 13
		SP:Iteration 42Q (152304.240000 sec): 3 clusters
  Score: Raw -203445.615699 + Penalty 2543.853293 = -200901.762406
  nChanged 16
		SP:Iteration 43Q (152304.300000 sec): 3 clusters
  Score: Raw -203456.161639 + Penalty 2543.853293 = -200912.308346
  nChanged 13
		SP:Iteration 44Q (152304.340000 sec): 3 clusters
  Score: Raw -203462.908135 + Penalty 2543.853293 = -200919.054842
  nChanged 9
		SP:Iteration 45Q (152304.390000 sec): 3 clusters
  Score: Raw -203471.725547 + Penalty 2543.853293 = -200927.872254
  nChanged 14
		SP:Iteration 46Q (152304.440000 sec): 3 clusters
  Score: Raw -203478.433358 + Penalty 2543.853293 = -200934.580065
  nChanged 9
		SP:Iteration 47Q (152304.490000 sec): 3 clusters
  Score: Raw -203482.253748 + Penalty 2543.853293 = -200938.400454
  nChanged 6
		SP:Iteration 48Q (152304.540000 sec): 3 clusters
  Score: Raw -203484.651029 + Penalty 2543.853293 = -200940.797736
  nChanged 3
		SP:Iteration 49Q (152304.590000 sec): 3 clusters
  Score: Raw -203486.633372 + Penalty 2543.853293 = -200942.780079
  nChanged 4
		SP:Iteration 50Q (152304.640000 sec): 3 clusters
  Score: Raw -203487.258225 + Penalty 2543.853293 = -200943.404932
  nChanged 2
		SP:Iteration 51Q (152304.680000 sec): 3 clusters
  Score: Raw -203487.760187 + Penalty 2543.853293 = -200943.906894
  nChanged 1
		SP:Iteration 52Q (152304.730000 sec): 3 clusters
  Score: Raw -203488.124977 + Penalty 2543.853293 = -200944.271684
  nChanged 1
		SP:Iteration 53Q (152304.780000 sec): 3 clusters
  Score: Raw -203488.718473 + Penalty 2543.853293 = -200944.865180
  nChanged 3
		SP:Iteration 54Q (152304.830000 sec): 3 clusters
  Score: Raw -203489.261441 + Penalty 2543.853293 = -200945.408148
  nChanged 2
		SP:Iteration 55Q (152304.880000 sec): 3 clusters
  Score: Raw -203489.596116 + Penalty 2543.853293 = -200945.742823
  nChanged 1
		SP:Iteration 56Q (152304.930000 sec): 3 clusters
  Score: Raw -203489.704595 + Penalty 2543.853293 = -200945.851302
  nChanged 0
		SP:Iteration 57F (152304.980000 sec): 3 clusters
  Score: Raw -203489.704595 + Penalty 2543.853293 = -200945.851302
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (3176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152305.050000 sec): 2 clusters
  Score: Raw -274441.742994 + Penalty 1310.298896 = -273131.444098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152305.110000 sec): 3 clusters
  Score: Raw -272947.462003 + Penalty 2620.597792 = -270326.864211
  nChanged 1191
		SP:Iteration 1F (152305.170000 sec): 3 clusters
  Score: Raw -273768.111142 + Penalty 2620.597792 = -271147.513350
  nChanged 280
		SP:Iteration 2F (152305.230000 sec): 3 clusters
  Score: Raw -273983.717867 + Penalty 2620.597792 = -271363.120075
  nChanged 211
		SP:Iteration 3F (152305.290000 sec): 3 clusters
  Score: Raw -274184.449247 + Penalty 2620.597792 = -271563.851454
  nChanged 182
		SP:Iteration 4F (152305.350000 sec): 3 clusters
  Score: Raw -274354.280263 + Penalty 2620.597792 = -271733.682471
  nChanged 131
		SP:Iteration 5Q (152305.420000 sec): 3 clusters
  Score: Raw -274459.942739 + Penalty 2620.597792 = -271839.344947
  nChanged 109
		SP:Iteration 6Q (152305.490000 sec): 3 clusters
  Score: Raw -274527.286530 + Penalty 2620.597792 = -271906.688738
  nChanged 94
		SP:Iteration 7Q (152305.550000 sec): 3 clusters
  Score: Raw -274601.190408 + Penalty 2620.597792 = -271980.592616
  nChanged 100
		SP:Iteration 8Q (152305.620000 sec): 3 clusters
  Score: Raw -274704.809367 + Penalty 2620.597792 = -272084.211575
  nChanged 111
		SP:Iteration 9Q (152305.690000 sec): 3 clusters
  Score: Raw -274823.195621 + Penalty 2620.597792 = -272202.597829
  nChanged 121
		SP:Iteration 10Q (152305.750000 sec): 3 clusters
  Score: Raw -274935.557117 + Penalty 2620.597792 = -272314.959324
  nChanged 109
		SP:Iteration 11Q (152305.810000 sec): 3 clusters
  Score: Raw -275029.213815 + Penalty 2620.597792 = -272408.616023
  nChanged 107
		SP:Iteration 12Q (152305.870000 sec): 3 clusters
  Score: Raw -275106.240611 + Penalty 2620.597792 = -272485.642819
  nChanged 77
		SP:Iteration 13Q (152305.930000 sec): 3 clusters
  Score: Raw -275152.723164 + Penalty 2620.597792 = -272532.125372
  nChanged 64
		SP:Iteration 14Q (152305.990000 sec): 3 clusters
  Score: Raw -275189.294995 + Penalty 2620.597792 = -272568.697202
  nChanged 52
		SP:Iteration 15Q (152306.050000 sec): 3 clusters
  Score: Raw -275211.915512 + Penalty 2620.597792 = -272591.317719
  nChanged 38
		SP:Iteration 16Q (152306.110000 sec): 3 clusters
  Score: Raw -275229.534451 + Penalty 2620.597792 = -272608.936658
  nChanged 33
		SP:Iteration 17Q (152306.170000 sec): 3 clusters
  Score: Raw -275245.998680 + Penalty 2620.597792 = -272625.400888
  nChanged 32
		SP:Iteration 18Q (152306.230000 sec): 3 clusters
  Score: Raw -275259.016971 + Penalty 2620.597792 = -272638.419178
  nChanged 15
		SP:Iteration 19Q (152306.290000 sec): 3 clusters
  Score: Raw -275265.718649 + Penalty 2620.597792 = -272645.120857
  nChanged 13
		SP:Iteration 20F (152306.350000 sec): 3 clusters
  Score: Raw -275271.003211 + Penalty 2620.597792 = -272650.405419
  nChanged 9
		SP:Iteration 21Q (152306.410000 sec): 3 clusters
  Score: Raw -275274.596663 + Penalty 2620.597792 = -272653.998871
  nChanged 11
		SP:Iteration 22Q (152306.470000 sec): 3 clusters
  Score: Raw -275278.291263 + Penalty 2620.597792 = -272657.693471
  nChanged 6
		SP:Iteration 23Q (152306.520000 sec): 3 clusters
  Score: Raw -275280.244870 + Penalty 2620.597792 = -272659.647078
  nChanged 1
		SP:Iteration 24Q (152306.580000 sec): 3 clusters
  Score: Raw -275280.372473 + Penalty 2620.597792 = -272659.774680
  nChanged 0
		SP:Iteration 25F (152306.640000 sec): 3 clusters
  Score: Raw -275280.372473 + Penalty 2620.597792 = -272659.774680
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (9148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152306.780000 sec): 2 clusters
  Score: Raw -700815.689499 + Penalty 1482.209715 = -699333.479784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152307.010000 sec): 3 clusters
  Score: Raw -695706.157917 + Penalty 2964.419430 = -692741.738486
  nChanged 4025
		SP:Iteration 1F (152307.240000 sec): 3 clusters
  Score: Raw -698194.633632 + Penalty 2964.419430 = -695230.214201
  nChanged 826
		SP:Iteration 2F (152307.470000 sec): 3 clusters
  Score: Raw -698860.575316 + Penalty 2964.419430 = -695896.155885
  nChanged 721
		SP:Iteration 3F (152307.700000 sec): 3 clusters
  Score: Raw -699471.340994 + Penalty 2964.419430 = -696506.921564
  nChanged 649
		SP:Iteration 4F (152307.880000 sec): 3 clusters
  Score: Raw -700018.695098 + Penalty 2964.419430 = -697054.275668
  nChanged 546
		SP:Iteration 5F (152308.080000 sec): 3 clusters
  Score: Raw -700424.182610 + Penalty 2964.419430 = -697459.763180
  nChanged 419
		SP:Iteration 6Q (152308.310000 sec): 3 clusters
  Score: Raw -700716.765010 + Penalty 2964.419430 = -697752.345580
  nChanged 365
		SP:Iteration 7Q (152308.500000 sec): 3 clusters
  Score: Raw -700953.571320 + Penalty 2964.419430 = -697989.151890
  nChanged 292
		SP:Iteration 8Q (152308.680000 sec): 3 clusters
  Score: Raw -701135.453911 + Penalty 2964.419430 = -698171.034481
  nChanged 232
		SP:Iteration 9Q (152308.880000 sec): 3 clusters
  Score: Raw -701257.570207 + Penalty 2964.419430 = -698293.150776
  nChanged 191
		SP:Iteration 10Q (152309.120000 sec): 3 clusters
  Score: Raw -701338.053181 + Penalty 2964.419430 = -698373.633751
  nChanged 137
		SP:Iteration 11Q (152309.350000 sec): 3 clusters
  Score: Raw -701390.751407 + Penalty 2964.419430 = -698426.331977
  nChanged 101
		SP:Iteration 12Q (152309.530000 sec): 3 clusters
  Score: Raw -701420.801613 + Penalty 2964.419430 = -698456.382182
  nChanged 83
		SP:Iteration 13Q (152309.800000 sec): 3 clusters
  Score: Raw -701443.658683 + Penalty 2964.419430 = -698479.239252
  nChanged 64
		SP:Iteration 14Q (152309.950000 sec): 3 clusters
  Score: Raw -701460.253606 + Penalty 2964.419430 = -698495.834176
  nChanged 57
		SP:Iteration 15Q (152310.140000 sec): 3 clusters
  Score: Raw -701471.111680 + Penalty 2964.419430 = -698506.692250
  nChanged 40
		SP:Iteration 16Q (152310.330000 sec): 3 clusters
  Score: Raw -701477.975043 + Penalty 2964.419430 = -698513.555613
  nChanged 30
		SP:Iteration 17Q (152310.560000 sec): 3 clusters
  Score: Raw -701482.018836 + Penalty 2964.419430 = -698517.599406
  nChanged 20
		SP:Iteration 18Q (152310.760000 sec): 3 clusters
  Score: Raw -701485.538647 + Penalty 2964.419430 = -698521.119216
  nChanged 15
		SP:Iteration 19Q (152310.980000 sec): 3 clusters
  Score: Raw -701487.617221 + Penalty 2964.419430 = -698523.197790
  nChanged 9
		SP:Iteration 20F (152311.170000 sec): 3 clusters
  Score: Raw -701488.773836 + Penalty 2964.419430 = -698524.354406
  nChanged 9
		SP:Iteration 21Q (152311.400000 sec): 3 clusters
  Score: Raw -701490.307473 + Penalty 2964.419430 = -698525.888043
  nChanged 10
		SP:Iteration 22Q (152311.580000 sec): 3 clusters
  Score: Raw -701491.471999 + Penalty 2964.419430 = -698527.052569
  nChanged 10
		SP:Iteration 23Q (152311.770000 sec): 3 clusters
  Score: Raw -701493.536367 + Penalty 2964.419430 = -698529.116937
  nChanged 10
		SP:Iteration 24Q (152311.960000 sec): 3 clusters
  Score: Raw -701496.438042 + Penalty 2964.419430 = -698532.018612
  nChanged 14
		SP:Iteration 25Q (152312.160000 sec): 3 clusters
  Score: Raw -701499.394002 + Penalty 2964.419430 = -698534.974572
  nChanged 18
		SP:Iteration 26Q (152312.350000 sec): 3 clusters
  Score: Raw -701502.478775 + Penalty 2964.419430 = -698538.059345
  nChanged 13
		SP:Iteration 27Q (152312.540000 sec): 3 clusters
  Score: Raw -701504.569220 + Penalty 2964.419430 = -698540.149789
  nChanged 19
		SP:Iteration 28Q (152312.730000 sec): 3 clusters
  Score: Raw -701507.489603 + Penalty 2964.419430 = -698543.070172
  nChanged 15
		SP:Iteration 29Q (152312.970000 sec): 3 clusters
  Score: Raw -701509.614329 + Penalty 2964.419430 = -698545.194899
  nChanged 13
		SP:Iteration 30Q (152313.160000 sec): 3 clusters
  Score: Raw -701512.024928 + Penalty 2964.419430 = -698547.605497
  nChanged 12
		SP:Iteration 31Q (152313.340000 sec): 3 clusters
  Score: Raw -701514.010591 + Penalty 2964.419430 = -698549.591161
  nChanged 14
		SP:Iteration 32Q (152313.580000 sec): 3 clusters
  Score: Raw -701516.166636 + Penalty 2964.419430 = -698551.747205
  nChanged 13
		SP:Iteration 33Q (152313.760000 sec): 3 clusters
  Score: Raw -701518.102806 + Penalty 2964.419430 = -698553.683375
  nChanged 17
		SP:Iteration 34Q (152314.000000 sec): 3 clusters
  Score: Raw -701521.910101 + Penalty 2964.419430 = -698557.490671
  nChanged 14
		SP:Iteration 35Q (152314.220000 sec): 3 clusters
  Score: Raw -701524.424069 + Penalty 2964.419430 = -698560.004638
  nChanged 12
		SP:Iteration 36Q (152314.410000 sec): 3 clusters
  Score: Raw -701527.047436 + Penalty 2964.419430 = -698562.628006
  nChanged 11
		SP:Iteration 37Q (152314.610000 sec): 3 clusters
  Score: Raw -701529.453999 + Penalty 2964.419430 = -698565.034568
  nChanged 9
		SP:Iteration 38Q (152314.800000 sec): 3 clusters
  Score: Raw -701530.814246 + Penalty 2964.419430 = -698566.394816
  nChanged 6
		SP:Iteration 39Q (152314.990000 sec): 3 clusters
  Score: Raw -701531.487642 + Penalty 2964.419430 = -698567.068212
  nChanged 6
		SP:Iteration 40F (152315.180000 sec): 3 clusters
  Score: Raw -701531.939960 + Penalty 2964.419430 = -698567.520530
  nChanged 3
		SP:Iteration 41Q (152315.380000 sec): 3 clusters
  Score: Raw -701532.206924 + Penalty 2964.419430 = -698567.787494
  nChanged 4
		SP:Iteration 42Q (152315.610000 sec): 3 clusters
  Score: Raw -701532.797635 + Penalty 2964.419430 = -698568.378205
  nChanged 1
		SP:Iteration 43Q (152315.800000 sec): 3 clusters
  Score: Raw -701532.861778 + Penalty 2964.419430 = -698568.442348
  nChanged 1
		SP:Iteration 44Q (152315.940000 sec): 3 clusters
  Score: Raw -701532.910565 + Penalty 2964.419430 = -698568.491134
  nChanged 0
		SP:Iteration 45F (152316.090000 sec): 3 clusters
  Score: Raw -701532.910565 + Penalty 2964.419430 = -698568.491134
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (6223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152316.190000 sec): 2 clusters
  Score: Raw -522193.775639 + Penalty 1419.601200 = -520774.174439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152316.410000 sec): 3 clusters
  Score: Raw -518856.231132 + Penalty 2839.202400 = -516017.028732
  nChanged 2598
		SP:Iteration 1F (152316.570000 sec): 3 clusters
  Score: Raw -520429.820390 + Penalty 2839.202400 = -517590.617990
  nChanged 571
		SP:Iteration 2F (152316.740000 sec): 3 clusters
  Score: Raw -520879.145802 + Penalty 2839.202400 = -518039.943402
  nChanged 490
		SP:Iteration 3F (152316.910000 sec): 3 clusters
  Score: Raw -521265.511241 + Penalty 2839.202400 = -518426.308841
  nChanged 383
		SP:Iteration 4F (152317.070000 sec): 3 clusters
  Score: Raw -521533.835017 + Penalty 2839.202400 = -518694.632617
  nChanged 281
		SP:Iteration 5Q (152317.240000 sec): 3 clusters
  Score: Raw -521703.291260 + Penalty 2839.202400 = -518864.088860
  nChanged 219
		SP:Iteration 6Q (152317.410000 sec): 3 clusters
  Score: Raw -521820.941127 + Penalty 2839.202400 = -518981.738727
  nChanged 181
		SP:Iteration 7Q (152317.630000 sec): 3 clusters
  Score: Raw -521913.525236 + Penalty 2839.202400 = -519074.322836
  nChanged 155
		SP:Iteration 8Q (152317.780000 sec): 3 clusters
  Score: Raw -521975.306376 + Penalty 2839.202400 = -519136.103976
  nChanged 117
		SP:Iteration 9Q (152317.940000 sec): 3 clusters
  Score: Raw -522020.663738 + Penalty 2839.202400 = -519181.461338
  nChanged 104
		SP:Iteration 10Q (152318.110000 sec): 3 clusters
  Score: Raw -522061.952258 + Penalty 2839.202400 = -519222.749858
  nChanged 92
		SP:Iteration 11Q (152318.270000 sec): 3 clusters
  Score: Raw -522095.324837 + Penalty 2839.202400 = -519256.122437
  nChanged 89
		SP:Iteration 12Q (152318.440000 sec): 3 clusters
  Score: Raw -522134.145994 + Penalty 2839.202400 = -519294.943594
  nChanged 72
		SP:Iteration 13Q (152318.610000 sec): 3 clusters
  Score: Raw -522160.088222 + Penalty 2839.202400 = -519320.885822
  nChanged 68
		SP:Iteration 14Q (152318.770000 sec): 3 clusters
  Score: Raw -522189.397694 + Penalty 2839.202400 = -519350.195294
  nChanged 60
		SP:Iteration 15Q (152318.980000 sec): 3 clusters
  Score: Raw -522214.886883 + Penalty 2839.202400 = -519375.684483
  nChanged 51
		SP:Iteration 16Q (152319.150000 sec): 3 clusters
  Score: Raw -522237.286796 + Penalty 2839.202400 = -519398.084396
  nChanged 50
		SP:Iteration 17Q (152319.310000 sec): 3 clusters
  Score: Raw -522258.928071 + Penalty 2839.202400 = -519419.725671
  nChanged 48
		SP:Iteration 18Q (152319.480000 sec): 3 clusters
  Score: Raw -522279.695194 + Penalty 2839.202400 = -519440.492794
  nChanged 44
		SP:Iteration 19Q (152319.650000 sec): 3 clusters
  Score: Raw -522299.674747 + Penalty 2839.202400 = -519460.472347
  nChanged 60
		SP:Iteration 20F (152319.810000 sec): 3 clusters
  Score: Raw -522327.322808 + Penalty 2839.202400 = -519488.120408
  nChanged 56
		SP:Iteration 21Q (152319.980000 sec): 3 clusters
  Score: Raw -522351.264643 + Penalty 2839.202400 = -519512.062243
  nChanged 56
		SP:Iteration 22Q (152320.140000 sec): 3 clusters
  Score: Raw -522380.544922 + Penalty 2839.202400 = -519541.342522
  nChanged 65
		SP:Iteration 23Q (152320.310000 sec): 3 clusters
  Score: Raw -522405.678988 + Penalty 2839.202400 = -519566.476588
  nChanged 45
		SP:Iteration 24Q (152320.470000 sec): 3 clusters
  Score: Raw -522422.727082 + Penalty 2839.202400 = -519583.524682
  nChanged 44
		SP:Iteration 25Q (152320.640000 sec): 3 clusters
  Score: Raw -522439.397278 + Penalty 2839.202400 = -519600.194878
  nChanged 41
		SP:Iteration 26Q (152320.810000 sec): 3 clusters
  Score: Raw -522454.968608 + Penalty 2839.202400 = -519615.766208
  nChanged 41
		SP:Iteration 27Q (152320.970000 sec): 3 clusters
  Score: Raw -522470.313503 + Penalty 2839.202400 = -519631.111103
  nChanged 43
		SP:Iteration 28Q (152321.140000 sec): 3 clusters
  Score: Raw -522489.845401 + Penalty 2839.202400 = -519650.643001
  nChanged 45
		SP:Iteration 29Q (152321.300000 sec): 3 clusters
  Score: Raw -522506.253629 + Penalty 2839.202400 = -519667.051229
  nChanged 44
		SP:Iteration 30Q (152321.470000 sec): 3 clusters
  Score: Raw -522520.206653 + Penalty 2839.202400 = -519681.004253
  nChanged 38
		SP:Iteration 31Q (152321.630000 sec): 3 clusters
  Score: Raw -522529.601454 + Penalty 2839.202400 = -519690.399054
  nChanged 27
		SP:Iteration 32Q (152321.800000 sec): 3 clusters
  Score: Raw -522537.233583 + Penalty 2839.202400 = -519698.031183
  nChanged 18
		SP:Iteration 33Q (152321.970000 sec): 3 clusters
  Score: Raw -522541.175034 + Penalty 2839.202400 = -519701.972634
  nChanged 11
		SP:Iteration 34Q (152322.130000 sec): 3 clusters
  Score: Raw -522544.243576 + Penalty 2839.202400 = -519705.041176
  nChanged 9
		SP:Iteration 35Q (152322.300000 sec): 3 clusters
  Score: Raw -522546.407510 + Penalty 2839.202400 = -519707.205110
  nChanged 13
		SP:Iteration 36Q (152322.460000 sec): 3 clusters
  Score: Raw -522549.115192 + Penalty 2839.202400 = -519709.912792
  nChanged 10
		SP:Iteration 37Q (152322.630000 sec): 3 clusters
  Score: Raw -522551.220092 + Penalty 2839.202400 = -519712.017692
  nChanged 11
		SP:Iteration 38Q (152322.790000 sec): 3 clusters
  Score: Raw -522553.426408 + Penalty 2839.202400 = -519714.224008
  nChanged 6
		SP:Iteration 39Q (152322.960000 sec): 3 clusters
  Score: Raw -522554.932517 + Penalty 2839.202400 = -519715.730117
  nChanged 7
		SP:Iteration 40F (152323.130000 sec): 3 clusters
  Score: Raw -522556.786355 + Penalty 2839.202400 = -519717.583955
  nChanged 6
		SP:Iteration 41Q (152323.290000 sec): 3 clusters
  Score: Raw -522557.818208 + Penalty 2839.202400 = -519718.615808
  nChanged 4
		SP:Iteration 42Q (152323.460000 sec): 3 clusters
  Score: Raw -522558.373245 + Penalty 2839.202400 = -519719.170845
  nChanged 4
		SP:Iteration 43Q (152323.670000 sec): 3 clusters
  Score: Raw -522558.850067 + Penalty 2839.202400 = -519719.647667
  nChanged 2
		SP:Iteration 44Q (152323.860000 sec): 3 clusters
  Score: Raw -522559.317949 + Penalty 2839.202400 = -519720.115549
  nChanged 0
		SP:Iteration 45F (152324.030000 sec): 3 clusters
  Score: Raw -522559.317949 + Penalty 2839.202400 = -519720.115549
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (7665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152324.130000 sec): 2 clusters
  Score: Raw -634118.667106 + Penalty 1453.468216 = -632665.198890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152324.380000 sec): 3 clusters
  Score: Raw -629943.322118 + Penalty 2906.936432 = -627036.385685
  nChanged 3282
		SP:Iteration 1F (152324.580000 sec): 3 clusters
  Score: Raw -632277.085934 + Penalty 2906.936432 = -629370.149502
  nChanged 800
		SP:Iteration 2F (152324.810000 sec): 3 clusters
  Score: Raw -633132.013708 + Penalty 2906.936432 = -630225.077275
  nChanged 714
		SP:Iteration 3F (152325.060000 sec): 3 clusters
  Score: Raw -633799.790280 + Penalty 2906.936432 = -630892.853848
  nChanged 532
		SP:Iteration 4F (152325.260000 sec): 3 clusters
  Score: Raw -634231.088481 + Penalty 2906.936432 = -631324.152049
  nChanged 408
		SP:Iteration 5F (152325.460000 sec): 3 clusters
  Score: Raw -634506.791470 + Penalty 2906.936432 = -631599.855037
  nChanged 318
		SP:Iteration 6Q (152325.660000 sec): 3 clusters
  Score: Raw -634725.788301 + Penalty 2906.936432 = -631818.851869
  nChanged 264
		SP:Iteration 7Q (152325.860000 sec): 3 clusters
  Score: Raw -634894.749808 + Penalty 2906.936432 = -631987.813376
  nChanged 211
		SP:Iteration 8Q (152326.050000 sec): 3 clusters
  Score: Raw -635007.159884 + Penalty 2906.936432 = -632100.223451
  nChanged 175
		SP:Iteration 9Q (152326.250000 sec): 3 clusters
  Score: Raw -635082.901470 + Penalty 2906.936432 = -632175.965038
  nChanged 136
		SP:Iteration 10Q (152326.450000 sec): 3 clusters
  Score: Raw -635135.354522 + Penalty 2906.936432 = -632228.418090
  nChanged 96
		SP:Iteration 11Q (152326.650000 sec): 3 clusters
  Score: Raw -635166.443015 + Penalty 2906.936432 = -632259.506582
  nChanged 69
		SP:Iteration 12Q (152326.850000 sec): 3 clusters
  Score: Raw -635189.748502 + Penalty 2906.936432 = -632282.812070
  nChanged 60
		SP:Iteration 13Q (152327.050000 sec): 3 clusters
  Score: Raw -635207.714569 + Penalty 2906.936432 = -632300.778137
  nChanged 41
		SP:Iteration 14Q (152327.250000 sec): 3 clusters
  Score: Raw -635218.129469 + Penalty 2906.936432 = -632311.193036
  nChanged 44
		SP:Iteration 15Q (152327.450000 sec): 3 clusters
  Score: Raw -635231.741536 + Penalty 2906.936432 = -632324.805104
  nChanged 39
		SP:Iteration 16Q (152327.650000 sec): 3 clusters
  Score: Raw -635242.138221 + Penalty 2906.936432 = -632335.201789
  nChanged 30
		SP:Iteration 17Q (152327.850000 sec): 3 clusters
  Score: Raw -635248.827783 + Penalty 2906.936432 = -632341.891351
  nChanged 28
		SP:Iteration 18Q (152328.050000 sec): 3 clusters
  Score: Raw -635253.881152 + Penalty 2906.936432 = -632346.944720
  nChanged 22
		SP:Iteration 19Q (152328.240000 sec): 3 clusters
  Score: Raw -635257.086987 + Penalty 2906.936432 = -632350.150555
  nChanged 14
		SP:Iteration 20F (152328.450000 sec): 3 clusters
  Score: Raw -635258.683631 + Penalty 2906.936432 = -632351.747199
  nChanged 8
		SP:Iteration 21Q (152328.640000 sec): 3 clusters
  Score: Raw -635259.623516 + Penalty 2906.936432 = -632352.687084
  nChanged 4
		SP:Iteration 22Q (152328.850000 sec): 3 clusters
  Score: Raw -635260.290086 + Penalty 2906.936432 = -632353.353653
  nChanged 5
		SP:Iteration 23Q (152329.040000 sec): 3 clusters
  Score: Raw -635261.158308 + Penalty 2906.936432 = -632354.221876
  nChanged 6
		SP:Iteration 24Q (152329.240000 sec): 3 clusters
  Score: Raw -635262.112834 + Penalty 2906.936432 = -632355.176401
  nChanged 6
		SP:Iteration 25Q (152329.440000 sec): 3 clusters
  Score: Raw -635262.711112 + Penalty 2906.936432 = -632355.774680
  nChanged 5
		SP:Iteration 26Q (152329.630000 sec): 3 clusters
  Score: Raw -635263.405166 + Penalty 2906.936432 = -632356.468734
  nChanged 6
		SP:Iteration 27Q (152329.830000 sec): 3 clusters
  Score: Raw -635265.091112 + Penalty 2906.936432 = -632358.154680
  nChanged 9
		SP:Iteration 28Q (152330.030000 sec): 3 clusters
  Score: Raw -635266.738224 + Penalty 2906.936432 = -632359.801792
  nChanged 9
		SP:Iteration 29Q (152330.230000 sec): 3 clusters
  Score: Raw -635268.225764 + Penalty 2906.936432 = -632361.289332
  nChanged 12
		SP:Iteration 30Q (152330.430000 sec): 3 clusters
  Score: Raw -635271.048957 + Penalty 2906.936432 = -632364.112525
  nChanged 20
		SP:Iteration 31Q (152330.630000 sec): 3 clusters
  Score: Raw -635276.864071 + Penalty 2906.936432 = -632369.927639
  nChanged 25
		SP:Iteration 32Q (152330.830000 sec): 3 clusters
  Score: Raw -635284.097404 + Penalty 2906.936432 = -632377.160972
  nChanged 29
		SP:Iteration 33Q (152331.030000 sec): 3 clusters
  Score: Raw -635291.534828 + Penalty 2906.936432 = -632384.598395
  nChanged 31
		SP:Iteration 34Q (152331.230000 sec): 3 clusters
  Score: Raw -635298.690233 + Penalty 2906.936432 = -632391.753800
  nChanged 25
		SP:Iteration 35Q (152331.430000 sec): 3 clusters
  Score: Raw -635305.922588 + Penalty 2906.936432 = -632398.986156
  nChanged 33
		SP:Iteration 36Q (152331.630000 sec): 3 clusters
  Score: Raw -635315.370731 + Penalty 2906.936432 = -632408.434299
  nChanged 34
		SP:Iteration 37Q (152331.830000 sec): 3 clusters
  Score: Raw -635324.049533 + Penalty 2906.936432 = -632417.113101
  nChanged 37
		SP:Iteration 38Q (152332.020000 sec): 3 clusters
  Score: Raw -635333.554208 + Penalty 2906.936432 = -632426.617776
  nChanged 27
		SP:Iteration 39Q (152332.210000 sec): 3 clusters
  Score: Raw -635345.223255 + Penalty 2906.936432 = -632438.286823
  nChanged 26
		SP:Iteration 40F (152332.420000 sec): 3 clusters
  Score: Raw -635355.504017 + Penalty 2906.936432 = -632448.567585
  nChanged 30
		SP:Iteration 41Q (152332.610000 sec): 3 clusters
  Score: Raw -635366.431611 + Penalty 2906.936432 = -632459.495178
  nChanged 29
		SP:Iteration 42Q (152332.810000 sec): 3 clusters
  Score: Raw -635377.179049 + Penalty 2906.936432 = -632470.242617
  nChanged 25
		SP:Iteration 43Q (152333.010000 sec): 3 clusters
  Score: Raw -635383.071926 + Penalty 2906.936432 = -632476.135494
  nChanged 10
		SP:Iteration 44Q (152333.210000 sec): 3 clusters
  Score: Raw -635384.455531 + Penalty 2906.936432 = -632477.519099
  nChanged 12
		SP:Iteration 45Q (152333.410000 sec): 3 clusters
  Score: Raw -635387.053018 + Penalty 2906.936432 = -632480.116586
  nChanged 16
		SP:Iteration 46Q (152333.610000 sec): 3 clusters
  Score: Raw -635390.984110 + Penalty 2906.936432 = -632484.047678
  nChanged 17
		SP:Iteration 47Q (152333.810000 sec): 3 clusters
  Score: Raw -635395.422254 + Penalty 2906.936432 = -632488.485822
  nChanged 16
		SP:Iteration 48Q (152334.000000 sec): 3 clusters
  Score: Raw -635400.967361 + Penalty 2906.936432 = -632494.030929
  nChanged 19
		SP:Iteration 49Q (152334.210000 sec): 3 clusters
  Score: Raw -635404.114967 + Penalty 2906.936432 = -632497.178535
  nChanged 9
		SP:Iteration 50Q (152334.400000 sec): 3 clusters
  Score: Raw -635405.707672 + Penalty 2906.936432 = -632498.771240
  nChanged 13
		SP:Iteration 51Q (152334.600000 sec): 3 clusters
  Score: Raw -635408.853949 + Penalty 2906.936432 = -632501.917516
  nChanged 16
		SP:Iteration 52Q (152334.800000 sec): 3 clusters
  Score: Raw -635412.830862 + Penalty 2906.936432 = -632505.894430
  nChanged 20
		SP:Iteration 53Q (152335.000000 sec): 3 clusters
  Score: Raw -635418.226134 + Penalty 2906.936432 = -632511.289702
  nChanged 24
		SP:Iteration 54Q (152335.200000 sec): 3 clusters
  Score: Raw -635423.605962 + Penalty 2906.936432 = -632516.669530
  nChanged 16
		SP:Iteration 55Q (152335.400000 sec): 3 clusters
  Score: Raw -635427.313847 + Penalty 2906.936432 = -632520.377415
  nChanged 16
		SP:Iteration 56Q (152335.600000 sec): 3 clusters
  Score: Raw -635430.623021 + Penalty 2906.936432 = -632523.686589
  nChanged 16
		SP:Iteration 57Q (152335.800000 sec): 3 clusters
  Score: Raw -635433.750969 + Penalty 2906.936432 = -632526.814537
  nChanged 15
		SP:Iteration 58Q (152336.000000 sec): 3 clusters
  Score: Raw -635437.094008 + Penalty 2906.936432 = -632530.157576
  nChanged 16
		SP:Iteration 59Q (152336.200000 sec): 3 clusters
  Score: Raw -635440.259287 + Penalty 2906.936432 = -632533.322855
  nChanged 10
		SP:Iteration 60F (152336.400000 sec): 3 clusters
  Score: Raw -635442.360568 + Penalty 2906.936432 = -632535.424135
  nChanged 12
		SP:Iteration 61Q (152336.640000 sec): 3 clusters
  Score: Raw -635444.111250 + Penalty 2906.936432 = -632537.174818
  nChanged 4
		SP:Iteration 62Q (152336.840000 sec): 3 clusters
  Score: Raw -635444.438328 + Penalty 2906.936432 = -632537.501896
  nChanged 3
		SP:Iteration 63Q (152337.050000 sec): 3 clusters
  Score: Raw -635445.015260 + Penalty 2906.936432 = -632538.078828
  nChanged 6
		SP:Iteration 64Q (152337.250000 sec): 3 clusters
  Score: Raw -635445.697175 + Penalty 2906.936432 = -632538.760743
  nChanged 0
		SP:Iteration 65F (152337.440000 sec): 3 clusters
  Score: Raw -635445.697175 + Penalty 2906.936432 = -632538.760743
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (2160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152337.540000 sec): 2 clusters
  Score: Raw -200233.307660 + Penalty 1247.652819 = -198985.654841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152337.720000 sec): 3 clusters
  Score: Raw -199283.883697 + Penalty 2495.305638 = -196788.578059
  nChanged 748
		SP:Iteration 1F (152337.900000 sec): 3 clusters
  Score: Raw -199864.911861 + Penalty 2495.305638 = -197369.606223
  nChanged 248
		SP:Iteration 2F (152338.070000 sec): 3 clusters
  Score: Raw -200195.256130 + Penalty 2495.305638 = -197699.950492
  nChanged 196
		SP:Iteration 3F (152338.250000 sec): 3 clusters
  Score: Raw -200447.095483 + Penalty 2495.305638 = -197951.789845
  nChanged 147
		SP:Iteration 4F (152338.420000 sec): 3 clusters
  Score: Raw -200593.644481 + Penalty 2495.305638 = -198098.338843
  nChanged 66
		SP:Iteration 5Q (152338.600000 sec): 3 clusters
  Score: Raw -200649.372035 + Penalty 2495.305638 = -198154.066398
  nChanged 50
		SP:Iteration 6Q (152338.770000 sec): 3 clusters
  Score: Raw -200692.416111 + Penalty 2495.305638 = -198197.110473
  nChanged 36
		SP:Iteration 7Q (152338.950000 sec): 3 clusters
  Score: Raw -200715.724818 + Penalty 2495.305638 = -198220.419180
  nChanged 27
		SP:Iteration 8Q (152339.130000 sec): 3 clusters
  Score: Raw -200735.595366 + Penalty 2495.305638 = -198240.289728
  nChanged 22
		SP:Iteration 9Q (152339.300000 sec): 3 clusters
  Score: Raw -200749.788356 + Penalty 2495.305638 = -198254.482719
  nChanged 12
		SP:Iteration 10Q (152339.480000 sec): 3 clusters
  Score: Raw -200754.258838 + Penalty 2495.305638 = -198258.953200
  nChanged 11
		SP:Iteration 11Q (152339.650000 sec): 3 clusters
  Score: Raw -200760.211865 + Penalty 2495.305638 = -198264.906227
  nChanged 9
		SP:Iteration 12Q (152339.830000 sec): 3 clusters
  Score: Raw -200763.457338 + Penalty 2495.305638 = -198268.151700
  nChanged 5
		SP:Iteration 13Q (152340.000000 sec): 3 clusters
  Score: Raw -200765.190041 + Penalty 2495.305638 = -198269.884403
  nChanged 4
		SP:Iteration 14Q (152340.170000 sec): 3 clusters
  Score: Raw -200766.510584 + Penalty 2495.305638 = -198271.204946
  nChanged 3
		SP:Iteration 15Q (152340.330000 sec): 3 clusters
  Score: Raw -200767.661971 + Penalty 2495.305638 = -198272.356333
  nChanged 1
		SP:Iteration 16Q (152340.500000 sec): 3 clusters
  Score: Raw -200768.061168 + Penalty 2495.305638 = -198272.755531
  nChanged 2
		SP:Iteration 17Q (152340.660000 sec): 3 clusters
  Score: Raw -200769.562546 + Penalty 2495.305638 = -198274.256909
  nChanged 4
		SP:Iteration 18Q (152340.820000 sec): 3 clusters
  Score: Raw -200771.467595 + Penalty 2495.305638 = -198276.161958
  nChanged 2
		SP:Iteration 19Q (152340.990000 sec): 3 clusters
  Score: Raw -200772.829682 + Penalty 2495.305638 = -198277.524044
  nChanged 0
		SP:Iteration 20F (152341.150000 sec): 3 clusters
  Score: Raw -200772.829682 + Penalty 2495.305638 = -198277.524044
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (4599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152341.240000 sec): 2 clusters
  Score: Raw -451041.037414 + Penalty 1370.459052 = -449670.578362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152341.410000 sec): 3 clusters
  Score: Raw -448743.928415 + Penalty 2740.918104 = -446003.010310
  nChanged 1877
		SP:Iteration 1F (152341.590000 sec): 3 clusters
  Score: Raw -449899.036354 + Penalty 2740.918104 = -447158.118249
  nChanged 414
		SP:Iteration 2F (152341.760000 sec): 3 clusters
  Score: Raw -450262.805659 + Penalty 2740.918104 = -447521.887555
  nChanged 376
		SP:Iteration 3F (152341.940000 sec): 3 clusters
  Score: Raw -450577.145831 + Penalty 2740.918104 = -447836.227726
  nChanged 313
		SP:Iteration 4F (152342.120000 sec): 3 clusters
  Score: Raw -450815.777379 + Penalty 2740.918104 = -448074.859275
  nChanged 225
		SP:Iteration 5Q (152342.290000 sec): 3 clusters
  Score: Raw -450983.130601 + Penalty 2740.918104 = -448242.212497
  nChanged 196
		SP:Iteration 6Q (152342.460000 sec): 3 clusters
  Score: Raw -451120.241489 + Penalty 2740.918104 = -448379.323384
  nChanged 140
		SP:Iteration 7Q (152342.640000 sec): 3 clusters
  Score: Raw -451207.322108 + Penalty 2740.918104 = -448466.404004
  nChanged 106
		SP:Iteration 8Q (152342.820000 sec): 3 clusters
  Score: Raw -451261.404967 + Penalty 2740.918104 = -448520.486863
  nChanged 75
		SP:Iteration 9Q (152342.990000 sec): 3 clusters
  Score: Raw -451292.577373 + Penalty 2740.918104 = -448551.659268
  nChanged 56
		SP:Iteration 10Q (152343.160000 sec): 3 clusters
  Score: Raw -451312.658259 + Penalty 2740.918104 = -448571.740155
  nChanged 36
		SP:Iteration 11Q (152343.340000 sec): 3 clusters
  Score: Raw -451325.644438 + Penalty 2740.918104 = -448584.726333
  nChanged 36
		SP:Iteration 12Q (152343.520000 sec): 3 clusters
  Score: Raw -451339.183189 + Penalty 2740.918104 = -448598.265084
  nChanged 23
		SP:Iteration 13Q (152343.690000 sec): 3 clusters
  Score: Raw -451347.288129 + Penalty 2740.918104 = -448606.370024
  nChanged 19
		SP:Iteration 14Q (152343.870000 sec): 3 clusters
  Score: Raw -451355.051148 + Penalty 2740.918104 = -448614.133044
  nChanged 18
		SP:Iteration 15Q (152344.040000 sec): 3 clusters
  Score: Raw -451360.869914 + Penalty 2740.918104 = -448619.951809
  nChanged 14
		SP:Iteration 16Q (152344.220000 sec): 3 clusters
  Score: Raw -451365.994271 + Penalty 2740.918104 = -448625.076166
  nChanged 17
		SP:Iteration 17Q (152344.400000 sec): 3 clusters
  Score: Raw -451372.381030 + Penalty 2740.918104 = -448631.462925
  nChanged 19
		SP:Iteration 18Q (152344.570000 sec): 3 clusters
  Score: Raw -451378.655428 + Penalty 2740.918104 = -448637.737324
  nChanged 15
		SP:Iteration 19Q (152344.750000 sec): 3 clusters
  Score: Raw -451382.574941 + Penalty 2740.918104 = -448641.656837
  nChanged 9
		SP:Iteration 20F (152344.920000 sec): 3 clusters
  Score: Raw -451385.067286 + Penalty 2740.918104 = -448644.149181
  nChanged 8
		SP:Iteration 21Q (152345.100000 sec): 3 clusters
  Score: Raw -451386.679009 + Penalty 2740.918104 = -448645.760905
  nChanged 4
		SP:Iteration 22Q (152345.270000 sec): 3 clusters
  Score: Raw -451387.381798 + Penalty 2740.918104 = -448646.463693
  nChanged 2
		SP:Iteration 23Q (152345.450000 sec): 3 clusters
  Score: Raw -451388.154343 + Penalty 2740.918104 = -448647.236238
  nChanged 2
		SP:Iteration 24Q (152345.620000 sec): 3 clusters
  Score: Raw -451388.758037 + Penalty 2740.918104 = -448647.839933
  nChanged 3
		SP:Iteration 25Q (152345.800000 sec): 3 clusters
  Score: Raw -451389.942897 + Penalty 2740.918104 = -448649.024793
  nChanged 6
		SP:Iteration 26Q (152345.980000 sec): 3 clusters
  Score: Raw -451391.427975 + Penalty 2740.918104 = -448650.509871
  nChanged 4
		SP:Iteration 27Q (152346.150000 sec): 3 clusters
  Score: Raw -451392.693739 + Penalty 2740.918104 = -448651.775634
  nChanged 5
		SP:Iteration 28Q (152346.330000 sec): 3 clusters
  Score: Raw -451394.369060 + Penalty 2740.918104 = -448653.450955
  nChanged 6
		SP:Iteration 29Q (152346.500000 sec): 3 clusters
  Score: Raw -451396.083769 + Penalty 2740.918104 = -448655.165665
  nChanged 5
		SP:Iteration 30Q (152346.680000 sec): 3 clusters
  Score: Raw -451397.394612 + Penalty 2740.918104 = -448656.476507
  nChanged 2
		SP:Iteration 31Q (152346.860000 sec): 3 clusters
  Score: Raw -451397.818057 + Penalty 2740.918104 = -448656.899952
  nChanged 4
		SP:Iteration 32Q (152347.030000 sec): 3 clusters
  Score: Raw -451398.862858 + Penalty 2740.918104 = -448657.944753
  nChanged 1
		SP:Iteration 33Q (152347.210000 sec): 3 clusters
  Score: Raw -451398.968904 + Penalty 2740.918104 = -448658.050799
  nChanged 0
		SP:Iteration 34F (152347.380000 sec): 3 clusters
  Score: Raw -451398.968904 + Penalty 2740.918104 = -448658.050799
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152347.460000 sec): 2 clusters
  Score: Raw -74047.324167 + Penalty 1114.516818 = -72932.807349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152347.640000 sec): 3 clusters
  Score: Raw -73829.403264 + Penalty 2229.033636 = -71600.369628
  nChanged 282
		SP:Iteration 1F (152347.820000 sec): 3 clusters
  Score: Raw -74225.877298 + Penalty 2229.033636 = -71996.843661
  nChanged 110
		SP:Iteration 2F (152347.990000 sec): 3 clusters
  Score: Raw -74389.186430 + Penalty 2229.033636 = -72160.152794
  nChanged 63
		SP:Iteration 3F (152348.170000 sec): 3 clusters
  Score: Raw -74490.254549 + Penalty 2229.033636 = -72261.220913
  nChanged 39
		SP:Iteration 4Q (152348.340000 sec): 3 clusters
  Score: Raw -74559.120059 + Penalty 2229.033636 = -72330.086422
  nChanged 22
		SP:Iteration 5Q (152348.520000 sec): 3 clusters
  Score: Raw -74596.604226 + Penalty 2229.033636 = -72367.570590
  nChanged 23
		SP:Iteration 6Q (152348.690000 sec): 3 clusters
  Score: Raw -74634.763896 + Penalty 2229.033636 = -72405.730259
  nChanged 12
		SP:Iteration 7Q (152348.870000 sec): 3 clusters
  Score: Raw -74654.549613 + Penalty 2229.033636 = -72425.515977
  nChanged 8
		SP:Iteration 8Q (152349.040000 sec): 3 clusters
  Score: Raw -74665.733182 + Penalty 2229.033636 = -72436.699546
  nChanged 3
		SP:Iteration 9Q (152349.220000 sec): 3 clusters
  Score: Raw -74668.185743 + Penalty 2229.033636 = -72439.152106
  nChanged 3
		SP:Iteration 10Q (152349.400000 sec): 3 clusters
  Score: Raw -74670.263470 + Penalty 2229.033636 = -72441.229834
  nChanged 1
		SP:Iteration 11Q (152349.570000 sec): 3 clusters
  Score: Raw -74671.027360 + Penalty 2229.033636 = -72441.993723
  nChanged 1
		SP:Iteration 12Q (152349.750000 sec): 3 clusters
  Score: Raw -74671.456975 + Penalty 2229.033636 = -72442.423338
  nChanged 0
		SP:Iteration 13F (152349.920000 sec): 3 clusters
  Score: Raw -74671.456975 + Penalty 2229.033636 = -72442.423338
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152350.030000 sec): 2 clusters
  Score: Raw -239305.622501 + Penalty 1314.291478 = -237991.331024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152350.200000 sec): 3 clusters
  Score: Raw -237802.696011 + Penalty 2628.582955 = -235174.113056
  nChanged 1228
		SP:Iteration 1F (152350.380000 sec): 3 clusters
  Score: Raw -238726.964324 + Penalty 2628.582955 = -236098.381369
  nChanged 313
		SP:Iteration 2F (152350.560000 sec): 3 clusters
  Score: Raw -239013.989182 + Penalty 2628.582955 = -236385.406227
  nChanged 208
		SP:Iteration 3F (152350.730000 sec): 3 clusters
  Score: Raw -239190.815836 + Penalty 2628.582955 = -236562.232881
  nChanged 156
		SP:Iteration 4Q (152350.910000 sec): 3 clusters
  Score: Raw -239304.620228 + Penalty 2628.582955 = -236676.037273
  nChanged 122
		SP:Iteration 5Q (152351.080000 sec): 3 clusters
  Score: Raw -239397.738136 + Penalty 2628.582955 = -236769.155181
  nChanged 96
		SP:Iteration 6Q (152351.260000 sec): 3 clusters
  Score: Raw -239466.230185 + Penalty 2628.582955 = -236837.647230
  nChanged 86
		SP:Iteration 7Q (152351.440000 sec): 3 clusters
  Score: Raw -239522.785537 + Penalty 2628.582955 = -236894.202582
  nChanged 75
		SP:Iteration 8Q (152351.610000 sec): 3 clusters
  Score: Raw -239569.523055 + Penalty 2628.582955 = -236940.940100
  nChanged 77
		SP:Iteration 9Q (152351.790000 sec): 3 clusters
  Score: Raw -239618.921433 + Penalty 2628.582955 = -236990.338478
  nChanged 62
		SP:Iteration 10Q (152351.960000 sec): 3 clusters
  Score: Raw -239667.137505 + Penalty 2628.582955 = -237038.554550
  nChanged 64
		SP:Iteration 11Q (152352.140000 sec): 3 clusters
  Score: Raw -239721.179893 + Penalty 2628.582955 = -237092.596938
  nChanged 62
		SP:Iteration 12Q (152352.320000 sec): 3 clusters
  Score: Raw -239781.924355 + Penalty 2628.582955 = -237153.341400
  nChanged 74
		SP:Iteration 13Q (152352.490000 sec): 3 clusters
  Score: Raw -239854.094832 + Penalty 2628.582955 = -237225.511876
  nChanged 66
		SP:Iteration 14Q (152352.670000 sec): 3 clusters
  Score: Raw -239903.310440 + Penalty 2628.582955 = -237274.727485
  nChanged 52
		SP:Iteration 15Q (152352.840000 sec): 3 clusters
  Score: Raw -239932.056480 + Penalty 2628.582955 = -237303.473525
  nChanged 38
		SP:Iteration 16Q (152353.020000 sec): 3 clusters
  Score: Raw -239951.474069 + Penalty 2628.582955 = -237322.891114
  nChanged 33
		SP:Iteration 17Q (152353.200000 sec): 3 clusters
  Score: Raw -239964.133544 + Penalty 2628.582955 = -237335.550589
  nChanged 21
		SP:Iteration 18Q (152353.360000 sec): 3 clusters
  Score: Raw -239973.564809 + Penalty 2628.582955 = -237344.981853
  nChanged 22
		SP:Iteration 19Q (152353.540000 sec): 3 clusters
  Score: Raw -239981.599582 + Penalty 2628.582955 = -237353.016626
  nChanged 15
		SP:Iteration 20F (152353.720000 sec): 3 clusters
  Score: Raw -239987.673321 + Penalty 2628.582955 = -237359.090366
  nChanged 19
		SP:Iteration 21Q (152353.890000 sec): 3 clusters
  Score: Raw -239998.796026 + Penalty 2628.582955 = -237370.213071
  nChanged 23
		SP:Iteration 22Q (152354.070000 sec): 3 clusters
  Score: Raw -240014.316349 + Penalty 2628.582955 = -237385.733394
  nChanged 26
		SP:Iteration 23Q (152354.240000 sec): 3 clusters
  Score: Raw -240029.082841 + Penalty 2628.582955 = -237400.499886
  nChanged 25
		SP:Iteration 24Q (152354.420000 sec): 3 clusters
  Score: Raw -240044.099602 + Penalty 2628.582955 = -237415.516647
  nChanged 23
		SP:Iteration 25Q (152354.600000 sec): 3 clusters
  Score: Raw -240058.888002 + Penalty 2628.582955 = -237430.305047
  nChanged 23
		SP:Iteration 26Q (152354.770000 sec): 3 clusters
  Score: Raw -240071.252771 + Penalty 2628.582955 = -237442.669816
  nChanged 24
		SP:Iteration 27Q (152354.950000 sec): 3 clusters
  Score: Raw -240081.247899 + Penalty 2628.582955 = -237452.664944
  nChanged 21
		SP:Iteration 28Q (152355.120000 sec): 3 clusters
  Score: Raw -240092.701318 + Penalty 2628.582955 = -237464.118363
  nChanged 23
		SP:Iteration 29Q (152355.300000 sec): 3 clusters
  Score: Raw -240111.468116 + Penalty 2628.582955 = -237482.885161
  nChanged 30
		SP:Iteration 30Q (152355.460000 sec): 3 clusters
  Score: Raw -240130.298356 + Penalty 2628.582955 = -237501.715401
  nChanged 26
		SP:Iteration 31Q (152355.620000 sec): 3 clusters
  Score: Raw -240141.625841 + Penalty 2628.582955 = -237513.042886
  nChanged 18
		SP:Iteration 32Q (152355.790000 sec): 3 clusters
  Score: Raw -240148.255098 + Penalty 2628.582955 = -237519.672143
  nChanged 13
		SP:Iteration 33Q (152355.950000 sec): 3 clusters
  Score: Raw -240152.663505 + Penalty 2628.582955 = -237524.080550
  nChanged 9
		SP:Iteration 34Q (152356.120000 sec): 3 clusters
  Score: Raw -240156.281329 + Penalty 2628.582955 = -237527.698374
  nChanged 9
		SP:Iteration 35Q (152356.280000 sec): 3 clusters
  Score: Raw -240159.390986 + Penalty 2628.582955 = -237530.808030
  nChanged 10
		SP:Iteration 36Q (152356.460000 sec): 3 clusters
  Score: Raw -240163.865696 + Penalty 2628.582955 = -237535.282741
  nChanged 14
		SP:Iteration 37Q (152356.630000 sec): 3 clusters
  Score: Raw -240168.630469 + Penalty 2628.582955 = -237540.047514
  nChanged 10
		SP:Iteration 38Q (152356.800000 sec): 3 clusters
  Score: Raw -240172.005497 + Penalty 2628.582955 = -237543.422542
  nChanged 5
		SP:Iteration 39Q (152356.980000 sec): 3 clusters
  Score: Raw -240173.050353 + Penalty 2628.582955 = -237544.467398
  nChanged 2
		SP:Iteration 40F (152357.160000 sec): 3 clusters
  Score: Raw -240173.606983 + Penalty 2628.582955 = -237545.024027
  nChanged 2
		SP:Iteration 41Q (152357.360000 sec): 3 clusters
  Score: Raw -240173.805751 + Penalty 2628.582955 = -237545.222796
  nChanged 0
		SP:Iteration 42F (152357.520000 sec): 3 clusters
  Score: Raw -240173.805751 + Penalty 2628.582955 = -237545.222796
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (1850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152357.590000 sec): 2 clusters
  Score: Raw -157691.120223 + Penalty 1222.477899 = -156468.642323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152357.750000 sec): 3 clusters
  Score: Raw -156962.480077 + Penalty 2444.955798 = -154517.524278
  nChanged 656
		SP:Iteration 1F (152357.910000 sec): 3 clusters
  Score: Raw -157501.639990 + Penalty 2444.955798 = -155056.684192
  nChanged 174
		SP:Iteration 2F (152358.070000 sec): 3 clusters
  Score: Raw -157657.732323 + Penalty 2444.955798 = -155212.776525
  nChanged 97
		SP:Iteration 3F (152358.240000 sec): 3 clusters
  Score: Raw -157735.894134 + Penalty 2444.955798 = -155290.938336
  nChanged 69
		SP:Iteration 4Q (152358.380000 sec): 3 clusters
  Score: Raw -157784.877448 + Penalty 2444.955798 = -155339.921650
  nChanged 37
		SP:Iteration 5Q (152358.540000 sec): 3 clusters
  Score: Raw -157810.311581 + Penalty 2444.955798 = -155365.355783
  nChanged 23
		SP:Iteration 6Q (152358.700000 sec): 3 clusters
  Score: Raw -157826.409654 + Penalty 2444.955798 = -155381.453856
  nChanged 16
		SP:Iteration 7Q (152358.860000 sec): 3 clusters
  Score: Raw -157833.207513 + Penalty 2444.955798 = -155388.251715
  nChanged 14
		SP:Iteration 8Q (152359.020000 sec): 3 clusters
  Score: Raw -157841.310166 + Penalty 2444.955798 = -155396.354368
  nChanged 14
		SP:Iteration 9Q (152359.180000 sec): 3 clusters
  Score: Raw -157848.256598 + Penalty 2444.955798 = -155403.300800
  nChanged 11
		SP:Iteration 10Q (152359.340000 sec): 3 clusters
  Score: Raw -157853.438145 + Penalty 2444.955798 = -155408.482346
  nChanged 10
		SP:Iteration 11Q (152359.500000 sec): 3 clusters
  Score: Raw -157859.505469 + Penalty 2444.955798 = -155414.549671
  nChanged 14
		SP:Iteration 12Q (152359.660000 sec): 3 clusters
  Score: Raw -157868.214612 + Penalty 2444.955798 = -155423.258813
  nChanged 12
		SP:Iteration 13Q (152359.820000 sec): 3 clusters
  Score: Raw -157874.223622 + Penalty 2444.955798 = -155429.267824
  nChanged 12
		SP:Iteration 14Q (152359.980000 sec): 3 clusters
  Score: Raw -157881.373341 + Penalty 2444.955798 = -155436.417543
  nChanged 10
		SP:Iteration 15Q (152360.140000 sec): 3 clusters
  Score: Raw -157886.552998 + Penalty 2444.955798 = -155441.597200
  nChanged 5
		SP:Iteration 16Q (152360.310000 sec): 3 clusters
  Score: Raw -157888.787536 + Penalty 2444.955798 = -155443.831738
  nChanged 4
		SP:Iteration 17Q (152360.480000 sec): 3 clusters
  Score: Raw -157890.019703 + Penalty 2444.955798 = -155445.063905
  nChanged 4
		SP:Iteration 18Q (152360.660000 sec): 3 clusters
  Score: Raw -157892.720083 + Penalty 2444.955798 = -155447.764285
  nChanged 5
		SP:Iteration 19Q (152360.840000 sec): 3 clusters
  Score: Raw -157895.602723 + Penalty 2444.955798 = -155450.646925
  nChanged 3
		SP:Iteration 20F (152361.010000 sec): 3 clusters
  Score: Raw -157896.613970 + Penalty 2444.955798 = -155451.658172
  nChanged 1
		SP:Iteration 21Q (152361.190000 sec): 3 clusters
  Score: Raw -157897.203907 + Penalty 2444.955798 = -155452.248109
  nChanged 3
		SP:Iteration 22Q (152361.360000 sec): 3 clusters
  Score: Raw -157899.072155 + Penalty 2444.955798 = -155454.116357
  nChanged 4
		SP:Iteration 23Q (152361.540000 sec): 3 clusters
  Score: Raw -157902.723575 + Penalty 2444.955798 = -155457.767777
  nChanged 3
		SP:Iteration 24Q (152361.580000 sec): 3 clusters
  Score: Raw -157904.904030 + Penalty 2444.955798 = -155459.948231
  nChanged 3
		SP:Iteration 25Q (152361.610000 sec): 3 clusters
  Score: Raw -157907.580913 + Penalty 2444.955798 = -155462.625115
  nChanged 3
		SP:Iteration 26Q (152361.660000 sec): 3 clusters
  Score: Raw -157908.587634 + Penalty 2444.955798 = -155463.631836
  nChanged 2
		SP:Iteration 27Q (152361.810000 sec): 3 clusters
  Score: Raw -157909.234545 + Penalty 2444.955798 = -155464.278746
  nChanged 0
		SP:Iteration 28F (152361.980000 sec): 3 clusters
  Score: Raw -157909.234545 + Penalty 2444.955798 = -155464.278746
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152362.060000 sec): 2 clusters
  Score: Raw -477584.947769 + Penalty 1373.018160 = -476211.929609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152362.240000 sec): 3 clusters
  Score: Raw -475122.221897 + Penalty 2746.036320 = -472376.185576
  nChanged 1843
		SP:Iteration 1F (152362.330000 sec): 3 clusters
  Score: Raw -476135.192285 + Penalty 2746.036320 = -473389.155965
  nChanged 340
		SP:Iteration 2F (152362.420000 sec): 3 clusters
  Score: Raw -476322.568665 + Penalty 2746.036320 = -473576.532344
  nChanged 242
		SP:Iteration 3F (152362.510000 sec): 3 clusters
  Score: Raw -476442.682020 + Penalty 2746.036320 = -473696.645699
  nChanged 221
		SP:Iteration 4Q (152362.600000 sec): 3 clusters
  Score: Raw -476557.909227 + Penalty 2746.036320 = -473811.872907
  nChanged 172
		SP:Iteration 5Q (152362.700000 sec): 3 clusters
  Score: Raw -476641.532177 + Penalty 2746.036320 = -473895.495856
  nChanged 158
		SP:Iteration 6Q (152362.790000 sec): 3 clusters
  Score: Raw -476716.363837 + Penalty 2746.036320 = -473970.327516
  nChanged 131
		SP:Iteration 7Q (152362.880000 sec): 3 clusters
  Score: Raw -476775.263877 + Penalty 2746.036320 = -474029.227557
  nChanged 119
		SP:Iteration 8Q (152362.980000 sec): 3 clusters
  Score: Raw -476828.156618 + Penalty 2746.036320 = -474082.120298
  nChanged 90
		SP:Iteration 9Q (152363.070000 sec): 3 clusters
  Score: Raw -476871.289800 + Penalty 2746.036320 = -474125.253480
  nChanged 98
		SP:Iteration 10Q (152363.170000 sec): 3 clusters
  Score: Raw -476911.227857 + Penalty 2746.036320 = -474165.191537
  nChanged 84
		SP:Iteration 11Q (152363.310000 sec): 3 clusters
  Score: Raw -476950.471171 + Penalty 2746.036320 = -474204.434851
  nChanged 108
		SP:Iteration 12Q (152363.400000 sec): 3 clusters
  Score: Raw -477016.479508 + Penalty 2746.036320 = -474270.443188
  nChanged 124
		SP:Iteration 13Q (152363.500000 sec): 3 clusters
  Score: Raw -477086.711267 + Penalty 2746.036320 = -474340.674947
  nChanged 116
		SP:Iteration 14Q (152363.590000 sec): 3 clusters
  Score: Raw -477158.739532 + Penalty 2746.036320 = -474412.703211
  nChanged 104
		SP:Iteration 15Q (152363.690000 sec): 3 clusters
  Score: Raw -477215.422406 + Penalty 2746.036320 = -474469.386085
  nChanged 95
		SP:Iteration 16Q (152363.780000 sec): 3 clusters
  Score: Raw -477263.758229 + Penalty 2746.036320 = -474517.721909
  nChanged 82
		SP:Iteration 17Q (152363.870000 sec): 3 clusters
  Score: Raw -477307.628786 + Penalty 2746.036320 = -474561.592466
  nChanged 75
		SP:Iteration 18Q (152363.970000 sec): 3 clusters
  Score: Raw -477344.646717 + Penalty 2746.036320 = -474598.610396
  nChanged 66
		SP:Iteration 19Q (152364.130000 sec): 3 clusters
  Score: Raw -477379.610177 + Penalty 2746.036320 = -474633.573857
  nChanged 57
		SP:Iteration 20F (152364.230000 sec): 3 clusters
  Score: Raw -477407.272142 + Penalty 2746.036320 = -474661.235822
  nChanged 70
		SP:Iteration 21Q (152364.320000 sec): 3 clusters
  Score: Raw -477451.596509 + Penalty 2746.036320 = -474705.560188
  nChanged 63
		SP:Iteration 22Q (152364.410000 sec): 3 clusters
  Score: Raw -477494.848422 + Penalty 2746.036320 = -474748.812102
  nChanged 59
		SP:Iteration 23Q (152364.520000 sec): 3 clusters
  Score: Raw -477540.499038 + Penalty 2746.036320 = -474794.462717
  nChanged 62
		SP:Iteration 24Q (152364.610000 sec): 3 clusters
  Score: Raw -477587.703062 + Penalty 2746.036320 = -474841.666741
  nChanged 55
		SP:Iteration 25Q (152364.830000 sec): 3 clusters
  Score: Raw -477633.265574 + Penalty 2746.036320 = -474887.229254
  nChanged 66
		SP:Iteration 26Q (152365.000000 sec): 3 clusters
  Score: Raw -477723.884445 + Penalty 2746.036320 = -474977.848124
  nChanged 75
		SP:Iteration 27Q (152365.180000 sec): 3 clusters
  Score: Raw -477838.139450 + Penalty 2746.036320 = -475092.103129
  nChanged 77
		SP:Iteration 28Q (152365.260000 sec): 3 clusters
  Score: Raw -477920.984869 + Penalty 2746.036320 = -475174.948549
  nChanged 48
		SP:Iteration 29Q (152365.350000 sec): 3 clusters
  Score: Raw -477952.824258 + Penalty 2746.036320 = -475206.787938
  nChanged 40
		SP:Iteration 30Q (152365.440000 sec): 3 clusters
  Score: Raw -477972.474758 + Penalty 2746.036320 = -475226.438437
  nChanged 23
		SP:Iteration 31Q (152365.530000 sec): 3 clusters
  Score: Raw -477980.956736 + Penalty 2746.036320 = -475234.920415
  nChanged 13
		SP:Iteration 32Q (152365.620000 sec): 3 clusters
  Score: Raw -477985.516927 + Penalty 2746.036320 = -475239.480606
  nChanged 4
		SP:Iteration 33Q (152365.700000 sec): 3 clusters
  Score: Raw -477986.662610 + Penalty 2746.036320 = -475240.626289
  nChanged 2
		SP:Iteration 34Q (152365.790000 sec): 3 clusters
  Score: Raw -477986.923043 + Penalty 2746.036320 = -475240.886722
  nChanged 1
		SP:Iteration 35Q (152365.880000 sec): 3 clusters
  Score: Raw -477987.508063 + Penalty 2746.036320 = -475241.471742
  nChanged 3
		SP:Iteration 36Q (152365.970000 sec): 3 clusters
  Score: Raw -477988.444734 + Penalty 2746.036320 = -475242.408414
  nChanged 0
		SP:Iteration 37F (152366.060000 sec): 3 clusters
  Score: Raw -477988.444734 + Penalty 2746.036320 = -475242.408414
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (4806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152366.160000 sec): 2 clusters
  Score: Raw -345393.592173 + Penalty 1377.613318 = -344015.978856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152366.330000 sec): 3 clusters
  Score: Raw -342933.689629 + Penalty 2755.226635 = -340178.462993
  nChanged 1944
		SP:Iteration 1F (152366.510000 sec): 3 clusters
  Score: Raw -344143.119842 + Penalty 2755.226635 = -341387.893207
  nChanged 416
		SP:Iteration 2F (152366.680000 sec): 3 clusters
  Score: Raw -344459.932417 + Penalty 2755.226635 = -341704.705782
  nChanged 323
		SP:Iteration 3F (152366.860000 sec): 3 clusters
  Score: Raw -344697.237042 + Penalty 2755.226635 = -341942.010407
  nChanged 275
		SP:Iteration 4F (152367.040000 sec): 3 clusters
  Score: Raw -344909.810083 + Penalty 2755.226635 = -342154.583447
  nChanged 245
		SP:Iteration 5F (152367.210000 sec): 3 clusters
  Score: Raw -345097.458086 + Penalty 2755.226635 = -342342.231451
  nChanged 184
		SP:Iteration 6Q (152367.380000 sec): 3 clusters
  Score: Raw -345228.032987 + Penalty 2755.226635 = -342472.806352
  nChanged 194
		SP:Iteration 7Q (152367.560000 sec): 3 clusters
  Score: Raw -345348.938838 + Penalty 2755.226635 = -342593.712203
  nChanged 167
		SP:Iteration 8Q (152367.740000 sec): 3 clusters
  Score: Raw -345447.996494 + Penalty 2755.226635 = -342692.769859
  nChanged 109
		SP:Iteration 9Q (152367.910000 sec): 3 clusters
  Score: Raw -345506.283484 + Penalty 2755.226635 = -342751.056848
  nChanged 90
		SP:Iteration 10Q (152368.090000 sec): 3 clusters
  Score: Raw -345550.488623 + Penalty 2755.226635 = -342795.261987
  nChanged 67
		SP:Iteration 11Q (152368.270000 sec): 3 clusters
  Score: Raw -345579.864825 + Penalty 2755.226635 = -342824.638190
  nChanged 69
		SP:Iteration 12Q (152368.440000 sec): 3 clusters
  Score: Raw -345608.335986 + Penalty 2755.226635 = -342853.109351
  nChanged 62
		SP:Iteration 13Q (152368.620000 sec): 3 clusters
  Score: Raw -345639.377421 + Penalty 2755.226635 = -342884.150785
  nChanged 70
		SP:Iteration 14Q (152368.790000 sec): 3 clusters
  Score: Raw -345675.271388 + Penalty 2755.226635 = -342920.044753
  nChanged 72
		SP:Iteration 15Q (152368.970000 sec): 3 clusters
  Score: Raw -345709.296804 + Penalty 2755.226635 = -342954.070169
  nChanged 53
		SP:Iteration 16Q (152369.140000 sec): 3 clusters
  Score: Raw -345729.114632 + Penalty 2755.226635 = -342973.887997
  nChanged 39
		SP:Iteration 17Q (152369.320000 sec): 3 clusters
  Score: Raw -345739.586783 + Penalty 2755.226635 = -342984.360147
  nChanged 29
		SP:Iteration 18Q (152369.490000 sec): 3 clusters
  Score: Raw -345749.108751 + Penalty 2755.226635 = -342993.882116
  nChanged 28
		SP:Iteration 19Q (152369.670000 sec): 3 clusters
  Score: Raw -345760.763419 + Penalty 2755.226635 = -343005.536784
  nChanged 32
		SP:Iteration 20F (152369.850000 sec): 3 clusters
  Score: Raw -345771.079462 + Penalty 2755.226635 = -343015.852826
  nChanged 31
		SP:Iteration 21Q (152370.020000 sec): 3 clusters
  Score: Raw -345782.454547 + Penalty 2755.226635 = -343027.227912
  nChanged 24
		SP:Iteration 22Q (152370.190000 sec): 3 clusters
  Score: Raw -345790.457262 + Penalty 2755.226635 = -343035.230627
  nChanged 25
		SP:Iteration 23Q (152370.370000 sec): 3 clusters
  Score: Raw -345798.198277 + Penalty 2755.226635 = -343042.971641
  nChanged 20
		SP:Iteration 24Q (152370.550000 sec): 3 clusters
  Score: Raw -345802.764035 + Penalty 2755.226635 = -343047.537400
  nChanged 19
		SP:Iteration 25Q (152370.720000 sec): 3 clusters
  Score: Raw -345807.493662 + Penalty 2755.226635 = -343052.267027
  nChanged 17
		SP:Iteration 26Q (152370.900000 sec): 3 clusters
  Score: Raw -345812.107643 + Penalty 2755.226635 = -343056.881008
  nChanged 10
		SP:Iteration 27Q (152371.070000 sec): 3 clusters
  Score: Raw -345814.140104 + Penalty 2755.226635 = -343058.913469
  nChanged 8
		SP:Iteration 28Q (152371.250000 sec): 3 clusters
  Score: Raw -345815.846692 + Penalty 2755.226635 = -343060.620057
  nChanged 6
		SP:Iteration 29Q (152371.430000 sec): 3 clusters
  Score: Raw -345817.248944 + Penalty 2755.226635 = -343062.022309
  nChanged 6
		SP:Iteration 30Q (152371.600000 sec): 3 clusters
  Score: Raw -345818.447242 + Penalty 2755.226635 = -343063.220607
  nChanged 4
		SP:Iteration 31Q (152371.770000 sec): 3 clusters
  Score: Raw -345819.586174 + Penalty 2755.226635 = -343064.359539
  nChanged 8
		SP:Iteration 32Q (152371.950000 sec): 3 clusters
  Score: Raw -345821.274193 + Penalty 2755.226635 = -343066.047557
  nChanged 8
		SP:Iteration 33Q (152372.130000 sec): 3 clusters
  Score: Raw -345822.545414 + Penalty 2755.226635 = -343067.318779
  nChanged 9
		SP:Iteration 34Q (152372.300000 sec): 3 clusters
  Score: Raw -345825.139236 + Penalty 2755.226635 = -343069.912601
  nChanged 10
		SP:Iteration 35Q (152372.480000 sec): 3 clusters
  Score: Raw -345827.386949 + Penalty 2755.226635 = -343072.160314
  nChanged 9
		SP:Iteration 36Q (152372.650000 sec): 3 clusters
  Score: Raw -345829.243007 + Penalty 2755.226635 = -343074.016372
  nChanged 10
		SP:Iteration 37Q (152372.830000 sec): 3 clusters
  Score: Raw -345831.188493 + Penalty 2755.226635 = -343075.961858
  nChanged 8
		SP:Iteration 38Q (152373.010000 sec): 3 clusters
  Score: Raw -345832.860136 + Penalty 2755.226635 = -343077.633501
  nChanged 3
		SP:Iteration 39Q (152373.180000 sec): 3 clusters
  Score: Raw -345833.279746 + Penalty 2755.226635 = -343078.053111
  nChanged 5
		SP:Iteration 40F (152373.350000 sec): 3 clusters
  Score: Raw -345834.215710 + Penalty 2755.226635 = -343078.989075
  nChanged 4
		SP:Iteration 41Q (152373.530000 sec): 3 clusters
  Score: Raw -345834.793611 + Penalty 2755.226635 = -343079.566976
  nChanged 2
		SP:Iteration 42Q (152373.710000 sec): 3 clusters
  Score: Raw -345834.942268 + Penalty 2755.226635 = -343079.715633
  nChanged 2
		SP:Iteration 43Q (152373.880000 sec): 3 clusters
  Score: Raw -345835.062272 + Penalty 2755.226635 = -343079.835637
  nChanged 0
		SP:Iteration 44F (152374.060000 sec): 3 clusters
  Score: Raw -345835.062272 + Penalty 2755.226635 = -343079.835637
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (4438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152374.140000 sec): 2 clusters
  Score: Raw -306043.970752 + Penalty 1364.668354 = -304679.302398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152374.320000 sec): 3 clusters
  Score: Raw -303765.667505 + Penalty 2729.336709 = -301036.330796
  nChanged 1781
		SP:Iteration 1F (152374.490000 sec): 3 clusters
  Score: Raw -304933.988951 + Penalty 2729.336709 = -302204.652243
  nChanged 416
		SP:Iteration 2F (152374.670000 sec): 3 clusters
  Score: Raw -305344.812796 + Penalty 2729.336709 = -302615.476087
  nChanged 368
		SP:Iteration 3F (152374.850000 sec): 3 clusters
  Score: Raw -305690.596922 + Penalty 2729.336709 = -302961.260213
  nChanged 313
		SP:Iteration 4F (152375.020000 sec): 3 clusters
  Score: Raw -305928.651796 + Penalty 2729.336709 = -303199.315088
  nChanged 213
		SP:Iteration 5Q (152375.200000 sec): 3 clusters
  Score: Raw -306075.021584 + Penalty 2729.336709 = -303345.684875
  nChanged 183
		SP:Iteration 6Q (152375.370000 sec): 3 clusters
  Score: Raw -306184.799888 + Penalty 2729.336709 = -303455.463180
  nChanged 140
		SP:Iteration 7Q (152375.550000 sec): 3 clusters
  Score: Raw -306276.344861 + Penalty 2729.336709 = -303547.008153
  nChanged 138
		SP:Iteration 8Q (152375.730000 sec): 3 clusters
  Score: Raw -306368.225369 + Penalty 2729.336709 = -303638.888660
  nChanged 115
		SP:Iteration 9Q (152375.900000 sec): 3 clusters
  Score: Raw -306429.684378 + Penalty 2729.336709 = -303700.347669
  nChanged 97
		SP:Iteration 10Q (152376.070000 sec): 3 clusters
  Score: Raw -306487.357890 + Penalty 2729.336709 = -303758.021181
  nChanged 90
		SP:Iteration 11Q (152376.250000 sec): 3 clusters
  Score: Raw -306544.418324 + Penalty 2729.336709 = -303815.081616
  nChanged 83
		SP:Iteration 12Q (152376.430000 sec): 3 clusters
  Score: Raw -306598.669301 + Penalty 2729.336709 = -303869.332592
  nChanged 75
		SP:Iteration 13Q (152376.600000 sec): 3 clusters
  Score: Raw -306635.931754 + Penalty 2729.336709 = -303906.595045
  nChanged 67
		SP:Iteration 14Q (152376.780000 sec): 3 clusters
  Score: Raw -306666.096300 + Penalty 2729.336709 = -303936.759592
  nChanged 67
		SP:Iteration 15Q (152376.950000 sec): 3 clusters
  Score: Raw -306694.844455 + Penalty 2729.336709 = -303965.507746
  nChanged 40
		SP:Iteration 16Q (152377.130000 sec): 3 clusters
  Score: Raw -306709.851235 + Penalty 2729.336709 = -303980.514526
  nChanged 32
		SP:Iteration 17Q (152377.310000 sec): 3 clusters
  Score: Raw -306720.909811 + Penalty 2729.336709 = -303991.573103
  nChanged 27
		SP:Iteration 18Q (152377.480000 sec): 3 clusters
  Score: Raw -306728.018373 + Penalty 2729.336709 = -303998.681664
  nChanged 15
		SP:Iteration 19Q (152377.660000 sec): 3 clusters
  Score: Raw -306732.180934 + Penalty 2729.336709 = -304002.844225
  nChanged 12
		SP:Iteration 20F (152377.830000 sec): 3 clusters
  Score: Raw -306735.632724 + Penalty 2729.336709 = -304006.296015
  nChanged 7
		SP:Iteration 21Q (152378.010000 sec): 3 clusters
  Score: Raw -306737.287544 + Penalty 2729.336709 = -304007.950835
  nChanged 5
		SP:Iteration 22Q (152378.190000 sec): 3 clusters
  Score: Raw -306738.099153 + Penalty 2729.336709 = -304008.762445
  nChanged 4
		SP:Iteration 23Q (152378.360000 sec): 3 clusters
  Score: Raw -306739.093804 + Penalty 2729.336709 = -304009.757095
  nChanged 8
		SP:Iteration 24Q (152378.540000 sec): 3 clusters
  Score: Raw -306740.843394 + Penalty 2729.336709 = -304011.506685
  nChanged 6
		SP:Iteration 25Q (152378.710000 sec): 3 clusters
  Score: Raw -306742.004539 + Penalty 2729.336709 = -304012.667830
  nChanged 3
		SP:Iteration 26Q (152378.890000 sec): 3 clusters
  Score: Raw -306743.070825 + Penalty 2729.336709 = -304013.734117
  nChanged 4
		SP:Iteration 27Q (152379.070000 sec): 3 clusters
  Score: Raw -306744.822178 + Penalty 2729.336709 = -304015.485470
  nChanged 9
		SP:Iteration 28Q (152379.240000 sec): 3 clusters
  Score: Raw -306746.793206 + Penalty 2729.336709 = -304017.456498
  nChanged 6
		SP:Iteration 29Q (152379.420000 sec): 3 clusters
  Score: Raw -306748.269236 + Penalty 2729.336709 = -304018.932527
  nChanged 5
		SP:Iteration 30Q (152379.590000 sec): 3 clusters
  Score: Raw -306749.431546 + Penalty 2729.336709 = -304020.094837
  nChanged 5
		SP:Iteration 31Q (152379.770000 sec): 3 clusters
  Score: Raw -306750.707495 + Penalty 2729.336709 = -304021.370787
  nChanged 7
		SP:Iteration 32Q (152379.950000 sec): 3 clusters
  Score: Raw -306751.744602 + Penalty 2729.336709 = -304022.407894
  nChanged 3
		SP:Iteration 33Q (152380.120000 sec): 3 clusters
  Score: Raw -306752.118718 + Penalty 2729.336709 = -304022.782009
  nChanged 1
		SP:Iteration 34Q (152380.300000 sec): 3 clusters
  Score: Raw -306752.258762 + Penalty 2729.336709 = -304022.922053
  nChanged 2
		SP:Iteration 35Q (152380.470000 sec): 3 clusters
  Score: Raw -306752.583251 + Penalty 2729.336709 = -304023.246543
  nChanged 1
		SP:Iteration 36Q (152380.650000 sec): 3 clusters
  Score: Raw -306752.791477 + Penalty 2729.336709 = -304023.454769
  nChanged 3
		SP:Iteration 37Q (152380.820000 sec): 3 clusters
  Score: Raw -306753.188495 + Penalty 2729.336709 = -304023.851787
  nChanged 0
		SP:Iteration 38F (152381.000000 sec): 3 clusters
  Score: Raw -306753.188495 + Penalty 2729.336709 = -304023.851787
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (2466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152381.060000 sec): 2 clusters
  Score: Raw -207217.687739 + Penalty 1269.182311 = -205948.505428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152381.240000 sec): 3 clusters
  Score: Raw -206093.718032 + Penalty 2538.364622 = -203555.353409
  nChanged 909
		SP:Iteration 1F (152381.410000 sec): 3 clusters
  Score: Raw -206714.506752 + Penalty 2538.364622 = -204176.142130
  nChanged 223
		SP:Iteration 2F (152381.590000 sec): 3 clusters
  Score: Raw -206927.303248 + Penalty 2538.364622 = -204388.938625
  nChanged 162
		SP:Iteration 3F (152381.770000 sec): 3 clusters
  Score: Raw -207065.236504 + Penalty 2538.364622 = -204526.871882
  nChanged 136
		SP:Iteration 4F (152381.940000 sec): 3 clusters
  Score: Raw -207174.061302 + Penalty 2538.364622 = -204635.696680
  nChanged 107
		SP:Iteration 5Q (152382.120000 sec): 3 clusters
  Score: Raw -207252.159556 + Penalty 2538.364622 = -204713.794934
  nChanged 81
		SP:Iteration 6Q (152382.290000 sec): 3 clusters
  Score: Raw -207305.850616 + Penalty 2538.364622 = -204767.485994
  nChanged 60
		SP:Iteration 7Q (152382.470000 sec): 3 clusters
  Score: Raw -207348.624709 + Penalty 2538.364622 = -204810.260086
  nChanged 53
		SP:Iteration 8Q (152382.650000 sec): 3 clusters
  Score: Raw -207380.302194 + Penalty 2538.364622 = -204841.937572
  nChanged 35
		SP:Iteration 9Q (152382.800000 sec): 3 clusters
  Score: Raw -207398.808966 + Penalty 2538.364622 = -204860.444343
  nChanged 30
		SP:Iteration 10Q (152382.950000 sec): 3 clusters
  Score: Raw -207416.935295 + Penalty 2538.364622 = -204878.570673
  nChanged 30
		SP:Iteration 11Q (152383.130000 sec): 3 clusters
  Score: Raw -207434.113554 + Penalty 2538.364622 = -204895.748932
  nChanged 24
		SP:Iteration 12Q (152383.310000 sec): 3 clusters
  Score: Raw -207444.695187 + Penalty 2538.364622 = -204906.330564
  nChanged 20
		SP:Iteration 13Q (152383.480000 sec): 3 clusters
  Score: Raw -207453.977106 + Penalty 2538.364622 = -204915.612484
  nChanged 14
		SP:Iteration 14Q (152383.660000 sec): 3 clusters
  Score: Raw -207459.969688 + Penalty 2538.364622 = -204921.605066
  nChanged 6
		SP:Iteration 15Q (152383.830000 sec): 3 clusters
  Score: Raw -207462.012286 + Penalty 2538.364622 = -204923.647664
  nChanged 3
		SP:Iteration 16Q (152384.010000 sec): 3 clusters
  Score: Raw -207464.114617 + Penalty 2538.364622 = -204925.749995
  nChanged 2
		SP:Iteration 17Q (152384.190000 sec): 3 clusters
  Score: Raw -207464.674450 + Penalty 2538.364622 = -204926.309827
  nChanged 5
		SP:Iteration 18Q (152384.360000 sec): 3 clusters
  Score: Raw -207467.082355 + Penalty 2538.364622 = -204928.717732
  nChanged 6
		SP:Iteration 19Q (152384.540000 sec): 3 clusters
  Score: Raw -207469.226460 + Penalty 2538.364622 = -204930.861838
  nChanged 4
		SP:Iteration 20F (152384.720000 sec): 3 clusters
  Score: Raw -207470.996718 + Penalty 2538.364622 = -204932.632095
  nChanged 4
		SP:Iteration 21Q (152384.900000 sec): 3 clusters
  Score: Raw -207472.794769 + Penalty 2538.364622 = -204934.430147
  nChanged 6
		SP:Iteration 22Q (152385.060000 sec): 3 clusters
  Score: Raw -207474.863243 + Penalty 2538.364622 = -204936.498620
  nChanged 2
		SP:Iteration 23Q (152385.220000 sec): 3 clusters
  Score: Raw -207475.671697 + Penalty 2538.364622 = -204937.307075
  nChanged 1
		SP:Iteration 24Q (152385.390000 sec): 3 clusters
  Score: Raw -207476.265709 + Penalty 2538.364622 = -204937.901086
  nChanged 2
		SP:Iteration 25Q (152385.560000 sec): 3 clusters
  Score: Raw -207476.819958 + Penalty 2538.364622 = -204938.455336
  nChanged 1
		SP:Iteration 26Q (152385.740000 sec): 3 clusters
  Score: Raw -207477.081438 + Penalty 2538.364622 = -204938.716816
  nChanged 1
		SP:Iteration 27Q (152385.910000 sec): 3 clusters
  Score: Raw -207477.323160 + Penalty 2538.364622 = -204938.958538
  nChanged 1
		SP:Iteration 28Q (152386.090000 sec): 3 clusters
  Score: Raw -207477.508135 + Penalty 2538.364622 = -204939.143512
  nChanged 0
		SP:Iteration 29F (152386.270000 sec): 3 clusters
  Score: Raw -207477.508135 + Penalty 2538.364622 = -204939.143512
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (2855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152386.330000 sec): 2 clusters
  Score: Raw -218754.764476 + Penalty 1292.984407 = -217461.780068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152386.510000 sec): 3 clusters
  Score: Raw -217447.176715 + Penalty 2585.968815 = -214861.207900
  nChanged 1056
		SP:Iteration 1F (152386.570000 sec): 3 clusters
  Score: Raw -218171.736927 + Penalty 2585.968815 = -215585.768112
  nChanged 255
		SP:Iteration 2F (152386.620000 sec): 3 clusters
  Score: Raw -218372.879830 + Penalty 2585.968815 = -215786.911015
  nChanged 179
		SP:Iteration 3F (152386.680000 sec): 3 clusters
  Score: Raw -218517.734220 + Penalty 2585.968815 = -215931.765405
  nChanged 136
		SP:Iteration 4Q (152386.730000 sec): 3 clusters
  Score: Raw -218628.461338 + Penalty 2585.968815 = -216042.492524
  nChanged 114
		SP:Iteration 5Q (152386.790000 sec): 3 clusters
  Score: Raw -218708.977156 + Penalty 2585.968815 = -216123.008341
  nChanged 93
		SP:Iteration 6Q (152386.850000 sec): 3 clusters
  Score: Raw -218774.595095 + Penalty 2585.968815 = -216188.626280
  nChanged 77
		SP:Iteration 7Q (152386.910000 sec): 3 clusters
  Score: Raw -218837.963294 + Penalty 2585.968815 = -216251.994479
  nChanged 80
		SP:Iteration 8Q (152386.970000 sec): 3 clusters
  Score: Raw -218898.414605 + Penalty 2585.968815 = -216312.445790
  nChanged 60
		SP:Iteration 9Q (152387.030000 sec): 3 clusters
  Score: Raw -218944.985595 + Penalty 2585.968815 = -216359.016780
  nChanged 63
		SP:Iteration 10Q (152387.090000 sec): 3 clusters
  Score: Raw -218987.360743 + Penalty 2585.968815 = -216401.391928
  nChanged 54
		SP:Iteration 11Q (152387.150000 sec): 3 clusters
  Score: Raw -219021.235262 + Penalty 2585.968815 = -216435.266447
  nChanged 35
		SP:Iteration 12Q (152387.200000 sec): 3 clusters
  Score: Raw -219039.517132 + Penalty 2585.968815 = -216453.548317
  nChanged 31
		SP:Iteration 13Q (152387.260000 sec): 3 clusters
  Score: Raw -219058.995628 + Penalty 2585.968815 = -216473.026814
  nChanged 39
		SP:Iteration 14Q (152387.320000 sec): 3 clusters
  Score: Raw -219086.407790 + Penalty 2585.968815 = -216500.438976
  nChanged 29
		SP:Iteration 15Q (152387.380000 sec): 3 clusters
  Score: Raw -219099.481933 + Penalty 2585.968815 = -216513.513118
  nChanged 21
		SP:Iteration 16Q (152387.440000 sec): 3 clusters
  Score: Raw -219108.112801 + Penalty 2585.968815 = -216522.143986
  nChanged 10
		SP:Iteration 17Q (152387.490000 sec): 3 clusters
  Score: Raw -219114.939369 + Penalty 2585.968815 = -216528.970554
  nChanged 13
		SP:Iteration 18Q (152387.550000 sec): 3 clusters
  Score: Raw -219122.710819 + Penalty 2585.968815 = -216536.742004
  nChanged 11
		SP:Iteration 19Q (152387.610000 sec): 3 clusters
  Score: Raw -219129.163789 + Penalty 2585.968815 = -216543.194974
  nChanged 13
		SP:Iteration 20F (152387.660000 sec): 3 clusters
  Score: Raw -219134.959573 + Penalty 2585.968815 = -216548.990758
  nChanged 13
		SP:Iteration 21Q (152387.720000 sec): 3 clusters
  Score: Raw -219142.283898 + Penalty 2585.968815 = -216556.315083
  nChanged 17
		SP:Iteration 22Q (152387.780000 sec): 3 clusters
  Score: Raw -219152.449305 + Penalty 2585.968815 = -216566.480490
  nChanged 15
		SP:Iteration 23Q (152387.830000 sec): 3 clusters
  Score: Raw -219160.692740 + Penalty 2585.968815 = -216574.723925
  nChanged 18
		SP:Iteration 24Q (152387.890000 sec): 3 clusters
  Score: Raw -219167.852538 + Penalty 2585.968815 = -216581.883724
  nChanged 12
		SP:Iteration 25Q (152387.950000 sec): 3 clusters
  Score: Raw -219174.082702 + Penalty 2585.968815 = -216588.113887
  nChanged 12
		SP:Iteration 26Q (152388.010000 sec): 3 clusters
  Score: Raw -219180.801105 + Penalty 2585.968815 = -216594.832291
  nChanged 6
		SP:Iteration 27Q (152388.070000 sec): 3 clusters
  Score: Raw -219184.064924 + Penalty 2585.968815 = -216598.096109
  nChanged 4
		SP:Iteration 28Q (152388.130000 sec): 3 clusters
  Score: Raw -219186.308318 + Penalty 2585.968815 = -216600.339503
  nChanged 6
		SP:Iteration 29Q (152388.300000 sec): 3 clusters
  Score: Raw -219188.418673 + Penalty 2585.968815 = -216602.449858
  nChanged 5
		SP:Iteration 30Q (152388.470000 sec): 3 clusters
  Score: Raw -219190.708067 + Penalty 2585.968815 = -216604.739252
  nChanged 3
		SP:Iteration 31Q (152388.570000 sec): 3 clusters
  Score: Raw -219192.035535 + Penalty 2585.968815 = -216606.066720
  nChanged 5
		SP:Iteration 32Q (152388.630000 sec): 3 clusters
  Score: Raw -219194.153313 + Penalty 2585.968815 = -216608.184498
  nChanged 7
		SP:Iteration 33Q (152388.690000 sec): 3 clusters
  Score: Raw -219197.051020 + Penalty 2585.968815 = -216611.082205
  nChanged 11
		SP:Iteration 34Q (152388.750000 sec): 3 clusters
  Score: Raw -219202.385167 + Penalty 2585.968815 = -216616.416352
  nChanged 9
		SP:Iteration 35Q (152388.800000 sec): 3 clusters
  Score: Raw -219206.329920 + Penalty 2585.968815 = -216620.361105
  nChanged 3
		SP:Iteration 36Q (152388.860000 sec): 3 clusters
  Score: Raw -219207.939779 + Penalty 2585.968815 = -216621.970964
  nChanged 3
		SP:Iteration 37Q (152388.920000 sec): 3 clusters
  Score: Raw -219208.737253 + Penalty 2585.968815 = -216622.768438
  nChanged 3
		SP:Iteration 38Q (152388.970000 sec): 3 clusters
  Score: Raw -219209.818784 + Penalty 2585.968815 = -216623.849969
  nChanged 2
		SP:Iteration 39Q (152389.030000 sec): 3 clusters
  Score: Raw -219210.103712 + Penalty 2585.968815 = -216624.134897
  nChanged 1
		SP:Iteration 40F (152389.080000 sec): 3 clusters
  Score: Raw -219210.308834 + Penalty 2585.968815 = -216624.340019
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (5079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152389.170000 sec): 2 clusters
  Score: Raw -417126.102726 + Penalty 1386.591322 = -415739.511405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152389.350000 sec): 3 clusters
  Score: Raw -414502.841151 + Penalty 2773.182643 = -411729.658508
  nChanged 2048
		SP:Iteration 1F (152389.520000 sec): 3 clusters
  Score: Raw -415776.514445 + Penalty 2773.182643 = -413003.331802
  nChanged 476
		SP:Iteration 2F (152389.690000 sec): 3 clusters
  Score: Raw -416078.092538 + Penalty 2773.182643 = -413304.909895
  nChanged 329
		SP:Iteration 3F (152389.870000 sec): 3 clusters
  Score: Raw -416284.026329 + Penalty 2773.182643 = -413510.843686
  nChanged 271
		SP:Iteration 4F (152390.030000 sec): 3 clusters
  Score: Raw -416463.604472 + Penalty 2773.182643 = -413690.421829
  nChanged 227
		SP:Iteration 5Q (152390.210000 sec): 3 clusters
  Score: Raw -416598.101904 + Penalty 2773.182643 = -413824.919261
  nChanged 179
		SP:Iteration 6Q (152390.380000 sec): 3 clusters
  Score: Raw -416703.179968 + Penalty 2773.182643 = -413929.997325
  nChanged 167
		SP:Iteration 7Q (152390.560000 sec): 3 clusters
  Score: Raw -416803.916741 + Penalty 2773.182643 = -414030.734098
  nChanged 148
		SP:Iteration 8Q (152390.730000 sec): 3 clusters
  Score: Raw -416890.915514 + Penalty 2773.182643 = -414117.732871
  nChanged 139
		SP:Iteration 9Q (152390.910000 sec): 3 clusters
  Score: Raw -416973.705777 + Penalty 2773.182643 = -414200.523134
  nChanged 110
		SP:Iteration 10Q (152391.090000 sec): 3 clusters
  Score: Raw -417041.958658 + Penalty 2773.182643 = -414268.776015
  nChanged 96
		SP:Iteration 11Q (152391.260000 sec): 3 clusters
  Score: Raw -417102.806380 + Penalty 2773.182643 = -414329.623737
  nChanged 74
		SP:Iteration 12Q (152391.430000 sec): 3 clusters
  Score: Raw -417138.668240 + Penalty 2773.182643 = -414365.485597
  nChanged 50
		SP:Iteration 13Q (152391.610000 sec): 3 clusters
  Score: Raw -417167.324784 + Penalty 2773.182643 = -414394.142141
  nChanged 50
		SP:Iteration 14Q (152391.780000 sec): 3 clusters
  Score: Raw -417193.533007 + Penalty 2773.182643 = -414420.350364
  nChanged 50
		SP:Iteration 15Q (152391.950000 sec): 3 clusters
  Score: Raw -417227.589849 + Penalty 2773.182643 = -414454.407206
  nChanged 57
		SP:Iteration 16Q (152392.130000 sec): 3 clusters
  Score: Raw -417263.623553 + Penalty 2773.182643 = -414490.440910
  nChanged 56
		SP:Iteration 17Q (152392.300000 sec): 3 clusters
  Score: Raw -417302.229812 + Penalty 2773.182643 = -414529.047169
  nChanged 50
		SP:Iteration 18Q (152392.470000 sec): 3 clusters
  Score: Raw -417343.264457 + Penalty 2773.182643 = -414570.081814
  nChanged 50
		SP:Iteration 19Q (152392.650000 sec): 3 clusters
  Score: Raw -417389.943604 + Penalty 2773.182643 = -414616.760961
  nChanged 43
		SP:Iteration 20F (152392.830000 sec): 3 clusters
  Score: Raw -417423.515925 + Penalty 2773.182643 = -414650.333282
  nChanged 40
		SP:Iteration 21Q (152393.000000 sec): 3 clusters
  Score: Raw -417453.160959 + Penalty 2773.182643 = -414679.978316
  nChanged 42
		SP:Iteration 22Q (152393.180000 sec): 3 clusters
  Score: Raw -417491.001040 + Penalty 2773.182643 = -414717.818397
  nChanged 42
		SP:Iteration 23Q (152393.350000 sec): 3 clusters
  Score: Raw -417520.309460 + Penalty 2773.182643 = -414747.126817
  nChanged 31
		SP:Iteration 24Q (152393.530000 sec): 3 clusters
  Score: Raw -417538.418000 + Penalty 2773.182643 = -414765.235357
  nChanged 26
		SP:Iteration 25Q (152393.710000 sec): 3 clusters
  Score: Raw -417554.809281 + Penalty 2773.182643 = -414781.626638
  nChanged 14
		SP:Iteration 26Q (152393.880000 sec): 3 clusters
  Score: Raw -417561.373869 + Penalty 2773.182643 = -414788.191226
  nChanged 17
		SP:Iteration 27Q (152394.060000 sec): 3 clusters
  Score: Raw -417570.700044 + Penalty 2773.182643 = -414797.517401
  nChanged 17
		SP:Iteration 28Q (152394.230000 sec): 3 clusters
  Score: Raw -417580.140675 + Penalty 2773.182643 = -414806.958032
  nChanged 8
		SP:Iteration 29Q (152394.410000 sec): 3 clusters
  Score: Raw -417585.033576 + Penalty 2773.182643 = -414811.850933
  nChanged 11
		SP:Iteration 30Q (152394.590000 sec): 3 clusters
  Score: Raw -417589.167485 + Penalty 2773.182643 = -414815.984842
  nChanged 10
		SP:Iteration 31Q (152394.760000 sec): 3 clusters
  Score: Raw -417593.384614 + Penalty 2773.182643 = -414820.201971
  nChanged 6
		SP:Iteration 32Q (152394.930000 sec): 3 clusters
  Score: Raw -417596.292255 + Penalty 2773.182643 = -414823.109612
  nChanged 6
		SP:Iteration 33Q (152395.110000 sec): 3 clusters
  Score: Raw -417598.954496 + Penalty 2773.182643 = -414825.771853
  nChanged 4
		SP:Iteration 34Q (152395.290000 sec): 3 clusters
  Score: Raw -417599.943005 + Penalty 2773.182643 = -414826.760362
  nChanged 4
		SP:Iteration 35Q (152395.460000 sec): 3 clusters
  Score: Raw -417601.189675 + Penalty 2773.182643 = -414828.007032
  nChanged 3
		SP:Iteration 36Q (152395.640000 sec): 3 clusters
  Score: Raw -417602.585179 + Penalty 2773.182643 = -414829.402536
  nChanged 2
		SP:Iteration 37Q (152395.810000 sec): 3 clusters
  Score: Raw -417603.428169 + Penalty 2773.182643 = -414830.245526
  nChanged 2
		SP:Iteration 38Q (152395.990000 sec): 3 clusters
  Score: Raw -417604.021938 + Penalty 2773.182643 = -414830.839295
  nChanged 2
		SP:Iteration 39Q (152396.160000 sec): 3 clusters
  Score: Raw -417604.545215 + Penalty 2773.182643 = -414831.362572
  nChanged 1
		SP:Iteration 40F (152396.340000 sec): 3 clusters
  Score: Raw -417604.702549 + Penalty 2773.182643 = -414831.519906
  nChanged 1
		SP:Iteration 41Q (152396.510000 sec): 3 clusters
  Score: Raw -417605.779016 + Penalty 2773.182643 = -414832.596373
  nChanged 2
		SP:Iteration 42Q (152396.690000 sec): 3 clusters
  Score: Raw -417606.833554 + Penalty 2773.182643 = -414833.650911
  nChanged 2
		SP:Iteration 43Q (152396.860000 sec): 3 clusters
  Score: Raw -417607.086423 + Penalty 2773.182643 = -414833.903780
  nChanged 1
		SP:Iteration 44Q (152397.040000 sec): 3 clusters
  Score: Raw -417607.279050 + Penalty 2773.182643 = -414834.096407
  nChanged 0
		SP:Iteration 45F (152397.210000 sec): 3 clusters
  Score: Raw -417607.279050 + Penalty 2773.182643 = -414834.096407
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (6822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152397.300000 sec): 2 clusters
  Score: Raw -595019.946753 + Penalty 1434.535044 = -593585.411709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152397.520000 sec): 3 clusters
  Score: Raw -591261.109847 + Penalty 2869.070088 = -588392.039759
  nChanged 2843
		SP:Iteration 1F (152397.720000 sec): 3 clusters
  Score: Raw -593055.030813 + Penalty 2869.070088 = -590185.960725
  nChanged 560
		SP:Iteration 2F (152397.930000 sec): 3 clusters
  Score: Raw -593387.094664 + Penalty 2869.070088 = -590518.024576
  nChanged 397
		SP:Iteration 3F (152398.130000 sec): 3 clusters
  Score: Raw -593625.484589 + Penalty 2869.070088 = -590756.414501
  nChanged 323
		SP:Iteration 4Q (152398.340000 sec): 3 clusters
  Score: Raw -593824.166442 + Penalty 2869.070088 = -590955.096354
  nChanged 305
		SP:Iteration 5Q (152398.550000 sec): 3 clusters
  Score: Raw -594010.607863 + Penalty 2869.070088 = -591141.537775
  nChanged 301
		SP:Iteration 6Q (152398.750000 sec): 3 clusters
  Score: Raw -594180.854818 + Penalty 2869.070088 = -591311.784730
  nChanged 274
		SP:Iteration 7Q (152398.950000 sec): 3 clusters
  Score: Raw -594315.081366 + Penalty 2869.070088 = -591446.011278
  nChanged 221
		SP:Iteration 8Q (152399.160000 sec): 3 clusters
  Score: Raw -594420.078519 + Penalty 2869.070088 = -591551.008432
  nChanged 197
		SP:Iteration 9Q (152399.360000 sec): 3 clusters
  Score: Raw -594508.585230 + Penalty 2869.070088 = -591639.515142
  nChanged 177
		SP:Iteration 10Q (152399.570000 sec): 3 clusters
  Score: Raw -594586.406213 + Penalty 2869.070088 = -591717.336125
  nChanged 158
		SP:Iteration 11Q (152399.770000 sec): 3 clusters
  Score: Raw -594660.590258 + Penalty 2869.070088 = -591791.520170
  nChanged 152
		SP:Iteration 12Q (152399.980000 sec): 3 clusters
  Score: Raw -594732.988513 + Penalty 2869.070088 = -591863.918425
  nChanged 148
		SP:Iteration 13Q (152400.190000 sec): 3 clusters
  Score: Raw -594814.744452 + Penalty 2869.070088 = -591945.674364
  nChanged 152
		SP:Iteration 14Q (152400.390000 sec): 3 clusters
  Score: Raw -594892.982651 + Penalty 2869.070088 = -592023.912563
  nChanged 132
		SP:Iteration 15Q (152400.600000 sec): 3 clusters
  Score: Raw -594954.827637 + Penalty 2869.070088 = -592085.757549
  nChanged 127
		SP:Iteration 16Q (152400.790000 sec): 3 clusters
  Score: Raw -595010.563403 + Penalty 2869.070088 = -592141.493315
  nChanged 110
		SP:Iteration 17Q (152400.900000 sec): 3 clusters
  Score: Raw -595062.808817 + Penalty 2869.070088 = -592193.738730
  nChanged 101
		SP:Iteration 18Q (152401.010000 sec): 3 clusters
  Score: Raw -595109.803731 + Penalty 2869.070088 = -592240.733643
  nChanged 102
		SP:Iteration 19Q (152401.120000 sec): 3 clusters
  Score: Raw -595166.039479 + Penalty 2869.070088 = -592296.969391
  nChanged 97
		SP:Iteration 20F (152401.230000 sec): 3 clusters
  Score: Raw -595225.874578 + Penalty 2869.070088 = -592356.804490
  nChanged 96
		SP:Iteration 21Q (152401.340000 sec): 3 clusters
  Score: Raw -595283.609066 + Penalty 2869.070088 = -592414.538978
  nChanged 93
		SP:Iteration 22Q (152401.450000 sec): 3 clusters
  Score: Raw -595343.220752 + Penalty 2869.070088 = -592474.150664
  nChanged 84
		SP:Iteration 23Q (152401.560000 sec): 3 clusters
  Score: Raw -595390.390026 + Penalty 2869.070088 = -592521.319938
  nChanged 81
		SP:Iteration 24Q (152401.750000 sec): 3 clusters
  Score: Raw -595430.298013 + Penalty 2869.070088 = -592561.227925
  nChanged 62
		SP:Iteration 25Q (152401.950000 sec): 3 clusters
  Score: Raw -595457.448574 + Penalty 2869.070088 = -592588.378486
  nChanged 45
		SP:Iteration 26Q (152402.160000 sec): 3 clusters
  Score: Raw -595476.668452 + Penalty 2869.070088 = -592607.598364
  nChanged 46
		SP:Iteration 27Q (152402.370000 sec): 3 clusters
  Score: Raw -595493.611445 + Penalty 2869.070088 = -592624.541357
  nChanged 46
		SP:Iteration 28Q (152402.580000 sec): 3 clusters
  Score: Raw -595512.035743 + Penalty 2869.070088 = -592642.965655
  nChanged 42
		SP:Iteration 29Q (152402.790000 sec): 3 clusters
  Score: Raw -595525.532665 + Penalty 2869.070088 = -592656.462577
  nChanged 30
		SP:Iteration 30Q (152402.990000 sec): 3 clusters
  Score: Raw -595533.993181 + Penalty 2869.070088 = -592664.923093
  nChanged 25
		SP:Iteration 31Q (152403.190000 sec): 3 clusters
  Score: Raw -595541.193310 + Penalty 2869.070088 = -592672.123222
  nChanged 18
		SP:Iteration 32Q (152403.410000 sec): 3 clusters
  Score: Raw -595546.744688 + Penalty 2869.070088 = -592677.674600
  nChanged 19
		SP:Iteration 33Q (152403.660000 sec): 3 clusters
  Score: Raw -595552.205472 + Penalty 2869.070088 = -592683.135384
  nChanged 16
		SP:Iteration 34Q (152403.860000 sec): 3 clusters
  Score: Raw -595557.215482 + Penalty 2869.070088 = -592688.145394
  nChanged 15
		SP:Iteration 35Q (152403.960000 sec): 3 clusters
  Score: Raw -595560.973934 + Penalty 2869.070088 = -592691.903846
  nChanged 11
		SP:Iteration 36Q (152404.070000 sec): 3 clusters
  Score: Raw -595564.586110 + Penalty 2869.070088 = -592695.516022
  nChanged 8
		SP:Iteration 37Q (152404.180000 sec): 3 clusters
  Score: Raw -595566.185574 + Penalty 2869.070088 = -592697.115486
  nChanged 9
		SP:Iteration 38Q (152404.290000 sec): 3 clusters
  Score: Raw -595567.754490 + Penalty 2869.070088 = -592698.684402
  nChanged 4
		SP:Iteration 39Q (152404.400000 sec): 3 clusters
  Score: Raw -595568.879556 + Penalty 2869.070088 = -592699.809468
  nChanged 3
		SP:Iteration 40F (152404.510000 sec): 3 clusters
  Score: Raw -595569.510934 + Penalty 2869.070088 = -592700.440846
  nChanged 4
		SP:Iteration 41Q (152404.610000 sec): 3 clusters
  Score: Raw -595570.124841 + Penalty 2869.070088 = -592701.054753
  nChanged 3
		SP:Iteration 42Q (152404.710000 sec): 3 clusters
  Score: Raw -595570.613319 + Penalty 2869.070088 = -592701.543231
  nChanged 3
		SP:Iteration 43Q (152404.820000 sec): 3 clusters
  Score: Raw -595571.117521 + Penalty 2869.070088 = -592702.047434
  nChanged 5
		SP:Iteration 44Q (152404.930000 sec): 3 clusters
  Score: Raw -595572.308279 + Penalty 2869.070088 = -592703.238191
  nChanged 2
		SP:Iteration 45Q (152405.040000 sec): 3 clusters
  Score: Raw -595572.923421 + Penalty 2869.070088 = -592703.853333
  nChanged 2
		SP:Iteration 46Q (152405.150000 sec): 3 clusters
  Score: Raw -595573.281772 + Penalty 2869.070088 = -592704.211684
  nChanged 2
		SP:Iteration 47Q (152405.250000 sec): 3 clusters
  Score: Raw -595573.514232 + Penalty 2869.070088 = -592704.444145
  nChanged 0
		SP:Iteration 48F (152405.370000 sec): 3 clusters
  Score: Raw -595573.514232 + Penalty 2869.070088 = -592704.444145
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (3769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152405.470000 sec): 2 clusters
  Score: Raw -324473.888712 + Penalty 1338.116811 = -323135.771900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152405.640000 sec): 3 clusters
  Score: Raw -322558.854687 + Penalty 2676.233623 = -319882.621064
  nChanged 1481
		SP:Iteration 1F (152405.820000 sec): 3 clusters
  Score: Raw -323436.634769 + Penalty 2676.233623 = -320760.401146
  nChanged 315
		SP:Iteration 2F (152405.990000 sec): 3 clusters
  Score: Raw -323653.938804 + Penalty 2676.233623 = -320977.705181
  nChanged 230
		SP:Iteration 3F (152406.170000 sec): 3 clusters
  Score: Raw -323832.043423 + Penalty 2676.233623 = -321155.809800
  nChanged 225
		SP:Iteration 4F (152406.350000 sec): 3 clusters
  Score: Raw -324035.029364 + Penalty 2676.233623 = -321358.795741
  nChanged 205
		SP:Iteration 5F (152406.520000 sec): 3 clusters
  Score: Raw -324196.497477 + Penalty 2676.233623 = -321520.263854
  nChanged 164
		SP:Iteration 6Q (152406.700000 sec): 3 clusters
  Score: Raw -324316.826149 + Penalty 2676.233623 = -321640.592526
  nChanged 127
		SP:Iteration 7Q (152406.870000 sec): 3 clusters
  Score: Raw -324405.204822 + Penalty 2676.233623 = -321728.971199
  nChanged 126
		SP:Iteration 8Q (152407.050000 sec): 3 clusters
  Score: Raw -324491.919510 + Penalty 2676.233623 = -321815.685888
  nChanged 122
		SP:Iteration 9Q (152407.250000 sec): 3 clusters
  Score: Raw -324570.731635 + Penalty 2676.233623 = -321894.498013
  nChanged 100
		SP:Iteration 10Q (152407.390000 sec): 3 clusters
  Score: Raw -324636.222941 + Penalty 2676.233623 = -321959.989318
  nChanged 81
		SP:Iteration 11Q (152407.570000 sec): 3 clusters
  Score: Raw -324676.321036 + Penalty 2676.233623 = -322000.087414
  nChanged 71
		SP:Iteration 12Q (152407.740000 sec): 3 clusters
  Score: Raw -324718.595114 + Penalty 2676.233623 = -322042.361492
  nChanged 70
		SP:Iteration 13Q (152407.920000 sec): 3 clusters
  Score: Raw -324763.233373 + Penalty 2676.233623 = -322086.999751
  nChanged 73
		SP:Iteration 14Q (152408.090000 sec): 3 clusters
  Score: Raw -324809.074664 + Penalty 2676.233623 = -322132.841041
  nChanged 91
		SP:Iteration 15Q (152408.270000 sec): 3 clusters
  Score: Raw -324861.815229 + Penalty 2676.233623 = -322185.581606
  nChanged 82
		SP:Iteration 16Q (152408.450000 sec): 3 clusters
  Score: Raw -324910.692497 + Penalty 2676.233623 = -322234.458874
  nChanged 68
		SP:Iteration 17Q (152408.620000 sec): 3 clusters
  Score: Raw -324951.154903 + Penalty 2676.233623 = -322274.921280
  nChanged 72
		SP:Iteration 18Q (152408.800000 sec): 3 clusters
  Score: Raw -324993.323028 + Penalty 2676.233623 = -322317.089406
  nChanged 60
		SP:Iteration 19Q (152408.970000 sec): 3 clusters
  Score: Raw -325027.181782 + Penalty 2676.233623 = -322350.948159
  nChanged 56
		SP:Iteration 20F (152409.150000 sec): 3 clusters
  Score: Raw -325054.024639 + Penalty 2676.233623 = -322377.791016
  nChanged 48
		SP:Iteration 21Q (152409.330000 sec): 3 clusters
  Score: Raw -325075.852492 + Penalty 2676.233623 = -322399.618869
  nChanged 42
		SP:Iteration 22Q (152409.500000 sec): 3 clusters
  Score: Raw -325091.840334 + Penalty 2676.233623 = -322415.606711
  nChanged 41
		SP:Iteration 23Q (152409.680000 sec): 3 clusters
  Score: Raw -325106.850620 + Penalty 2676.233623 = -322430.616997
  nChanged 27
		SP:Iteration 24Q (152409.850000 sec): 3 clusters
  Score: Raw -325113.293378 + Penalty 2676.233623 = -322437.059755
  nChanged 19
		SP:Iteration 25Q (152410.030000 sec): 3 clusters
  Score: Raw -325118.701305 + Penalty 2676.233623 = -322442.467682
  nChanged 14
		SP:Iteration 26Q (152410.210000 sec): 3 clusters
  Score: Raw -325121.839810 + Penalty 2676.233623 = -322445.606187
  nChanged 13
		SP:Iteration 27Q (152410.380000 sec): 3 clusters
  Score: Raw -325125.320095 + Penalty 2676.233623 = -322449.086472
  nChanged 12
		SP:Iteration 28Q (152410.560000 sec): 3 clusters
  Score: Raw -325129.140833 + Penalty 2676.233623 = -322452.907211
  nChanged 8
		SP:Iteration 29Q (152410.730000 sec): 3 clusters
  Score: Raw -325131.544755 + Penalty 2676.233623 = -322455.311132
  nChanged 8
		SP:Iteration 30Q (152410.910000 sec): 3 clusters
  Score: Raw -325133.438799 + Penalty 2676.233623 = -322457.205176
  nChanged 5
		SP:Iteration 31Q (152411.090000 sec): 3 clusters
  Score: Raw -325136.236810 + Penalty 2676.233623 = -322460.003188
  nChanged 6
		SP:Iteration 32Q (152411.260000 sec): 3 clusters
  Score: Raw -325137.622104 + Penalty 2676.233623 = -322461.388481
  nChanged 6
		SP:Iteration 33Q (152411.440000 sec): 3 clusters
  Score: Raw -325139.602203 + Penalty 2676.233623 = -322463.368580
  nChanged 7
		SP:Iteration 34Q (152411.610000 sec): 3 clusters
  Score: Raw -325141.183436 + Penalty 2676.233623 = -322464.949813
  nChanged 7
		SP:Iteration 35Q (152411.790000 sec): 3 clusters
  Score: Raw -325143.150992 + Penalty 2676.233623 = -322466.917369
  nChanged 4
		SP:Iteration 36Q (152411.960000 sec): 3 clusters
  Score: Raw -325143.859555 + Penalty 2676.233623 = -322467.625932
  nChanged 4
		SP:Iteration 37Q (152412.140000 sec): 3 clusters
  Score: Raw -325144.551565 + Penalty 2676.233623 = -322468.317942
  nChanged 5
		SP:Iteration 38Q (152412.310000 sec): 3 clusters
  Score: Raw -325145.181170 + Penalty 2676.233623 = -322468.947547
  nChanged 4
		SP:Iteration 39Q (152412.490000 sec): 3 clusters
  Score: Raw -325145.846710 + Penalty 2676.233623 = -322469.613087
  nChanged 2
		SP:Iteration 40F (152412.670000 sec): 3 clusters
  Score: Raw -325145.986702 + Penalty 2676.233623 = -322469.753079
  nChanged 1
		SP:Iteration 41Q (152412.840000 sec): 3 clusters
  Score: Raw -325146.066125 + Penalty 2676.233623 = -322469.832502
  nChanged 0
		SP:Iteration 42F (152413.020000 sec): 3 clusters
  Score: Raw -325146.066125 + Penalty 2676.233623 = -322469.832502
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (4566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152413.150000 sec): 2 clusters
  Score: Raw -368705.186053 + Penalty 1369.288834 = -367335.897219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152413.310000 sec): 3 clusters
  Score: Raw -366515.067256 + Penalty 2738.577669 = -363776.489587
  nChanged 1774
		SP:Iteration 1F (152413.490000 sec): 3 clusters
  Score: Raw -367623.976669 + Penalty 2738.577669 = -364885.399000
  nChanged 377
		SP:Iteration 2F (152413.670000 sec): 3 clusters
  Score: Raw -367959.487105 + Penalty 2738.577669 = -365220.909436
  nChanged 315
		SP:Iteration 3F (152413.840000 sec): 3 clusters
  Score: Raw -368201.972168 + Penalty 2738.577669 = -365463.394499
  nChanged 249
		SP:Iteration 4F (152414.020000 sec): 3 clusters
  Score: Raw -368392.497221 + Penalty 2738.577669 = -365653.919552
  nChanged 224
		SP:Iteration 5Q (152414.190000 sec): 3 clusters
  Score: Raw -368576.022699 + Penalty 2738.577669 = -365837.445030
  nChanged 198
		SP:Iteration 6Q (152414.370000 sec): 3 clusters
  Score: Raw -368704.062814 + Penalty 2738.577669 = -365965.485146
  nChanged 139
		SP:Iteration 7Q (152414.550000 sec): 3 clusters
  Score: Raw -368790.606639 + Penalty 2738.577669 = -366052.028970
  nChanged 118
		SP:Iteration 8Q (152414.720000 sec): 3 clusters
  Score: Raw -368876.989537 + Penalty 2738.577669 = -366138.411868
  nChanged 105
		SP:Iteration 9Q (152414.900000 sec): 3 clusters
  Score: Raw -368941.234461 + Penalty 2738.577669 = -366202.656792
  nChanged 90
		SP:Iteration 10Q (152415.070000 sec): 3 clusters
  Score: Raw -368995.425493 + Penalty 2738.577669 = -366256.847824
  nChanged 77
		SP:Iteration 11Q (152415.250000 sec): 3 clusters
  Score: Raw -369047.259553 + Penalty 2738.577669 = -366308.681884
  nChanged 76
		SP:Iteration 12Q (152415.430000 sec): 3 clusters
  Score: Raw -369089.801170 + Penalty 2738.577669 = -366351.223501
  nChanged 60
		SP:Iteration 13Q (152415.600000 sec): 3 clusters
  Score: Raw -369140.954412 + Penalty 2738.577669 = -366402.376744
  nChanged 62
		SP:Iteration 14Q (152415.780000 sec): 3 clusters
  Score: Raw -369185.180660 + Penalty 2738.577669 = -366446.602991
  nChanged 47
		SP:Iteration 15Q (152415.950000 sec): 3 clusters
  Score: Raw -369219.786937 + Penalty 2738.577669 = -366481.209268
  nChanged 38
		SP:Iteration 16Q (152416.130000 sec): 3 clusters
  Score: Raw -369243.122700 + Penalty 2738.577669 = -366504.545032
  nChanged 36
		SP:Iteration 17Q (152416.310000 sec): 3 clusters
  Score: Raw -369266.374773 + Penalty 2738.577669 = -366527.797104
  nChanged 35
		SP:Iteration 18Q (152416.480000 sec): 3 clusters
  Score: Raw -369286.947926 + Penalty 2738.577669 = -366548.370258
  nChanged 31
		SP:Iteration 19Q (152416.660000 sec): 3 clusters
  Score: Raw -369309.431622 + Penalty 2738.577669 = -366570.853954
  nChanged 25
		SP:Iteration 20F (152416.870000 sec): 3 clusters
  Score: Raw -369325.092319 + Penalty 2738.577669 = -366586.514651
  nChanged 23
		SP:Iteration 21Q (152417.010000 sec): 3 clusters
  Score: Raw -369336.558902 + Penalty 2738.577669 = -366597.981233
  nChanged 14
		SP:Iteration 22Q (152417.240000 sec): 3 clusters
  Score: Raw -369342.380602 + Penalty 2738.577669 = -366603.802933
  nChanged 16
		SP:Iteration 23Q (152417.390000 sec): 3 clusters
  Score: Raw -369349.431693 + Penalty 2738.577669 = -366610.854025
  nChanged 12
		SP:Iteration 24Q (152417.580000 sec): 3 clusters
  Score: Raw -369354.462450 + Penalty 2738.577669 = -366615.884781
  nChanged 14
		SP:Iteration 25Q (152417.750000 sec): 3 clusters
  Score: Raw -369359.880489 + Penalty 2738.577669 = -366621.302821
  nChanged 14
		SP:Iteration 26Q (152417.930000 sec): 3 clusters
  Score: Raw -369365.062127 + Penalty 2738.577669 = -366626.484458
  nChanged 12
		SP:Iteration 27Q (152418.110000 sec): 3 clusters
  Score: Raw -369369.884161 + Penalty 2738.577669 = -366631.306492
  nChanged 15
		SP:Iteration 28Q (152418.280000 sec): 3 clusters
  Score: Raw -369375.051992 + Penalty 2738.577669 = -366636.474323
  nChanged 6
		SP:Iteration 29Q (152418.460000 sec): 3 clusters
  Score: Raw -369376.677051 + Penalty 2738.577669 = -366638.099383
  nChanged 5
		SP:Iteration 30Q (152418.630000 sec): 3 clusters
  Score: Raw -369378.363713 + Penalty 2738.577669 = -366639.786044
  nChanged 6
		SP:Iteration 31Q (152418.810000 sec): 3 clusters
  Score: Raw -369381.909440 + Penalty 2738.577669 = -366643.331772
  nChanged 4
		SP:Iteration 32Q (152418.980000 sec): 3 clusters
  Score: Raw -369383.060059 + Penalty 2738.577669 = -366644.482390
  nChanged 4
		SP:Iteration 33Q (152419.160000 sec): 3 clusters
  Score: Raw -369384.068514 + Penalty 2738.577669 = -366645.490846
  nChanged 4
		SP:Iteration 34Q (152419.330000 sec): 3 clusters
  Score: Raw -369386.489251 + Penalty 2738.577669 = -366647.911582
  nChanged 3
		SP:Iteration 35Q (152419.510000 sec): 3 clusters
  Score: Raw -369387.965527 + Penalty 2738.577669 = -366649.387858
  nChanged 2
		SP:Iteration 36Q (152419.690000 sec): 3 clusters
  Score: Raw -369388.649399 + Penalty 2738.577669 = -366650.071730
  nChanged 1
		SP:Iteration 37Q (152419.860000 sec): 3 clusters
  Score: Raw -369388.905288 + Penalty 2738.577669 = -366650.327619
  nChanged 0
		SP:Iteration 38F (152420.040000 sec): 3 clusters
  Score: Raw -369388.905288 + Penalty 2738.577669 = -366650.327619
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (13627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152420.230000 sec): 2 clusters
  Score: Raw -1136677.190847 + Penalty 1546.968865 = -1135130.221982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152420.530000 sec): 3 clusters
  Score: Raw -1128762.250033 + Penalty 3093.937729 = -1125668.312303
  nChanged 6005
		SP:Iteration 1F (152420.810000 sec): 3 clusters
  Score: Raw -1132539.765073 + Penalty 3093.937729 = -1129445.827343
  nChanged 1126
		SP:Iteration 2F (152421.090000 sec): 3 clusters
  Score: Raw -1133327.399673 + Penalty 3093.937729 = -1130233.461944
  nChanged 1064
		SP:Iteration 3F (152421.370000 sec): 3 clusters
  Score: Raw -1134034.248637 + Penalty 3093.937729 = -1130940.310907
  nChanged 885
		SP:Iteration 4F (152421.650000 sec): 3 clusters
  Score: Raw -1134568.253613 + Penalty 3093.937729 = -1131474.315884
  nChanged 712
		SP:Iteration 5F (152421.930000 sec): 3 clusters
  Score: Raw -1134914.798153 + Penalty 3093.937729 = -1131820.860424
  nChanged 511
		SP:Iteration 6Q (152422.210000 sec): 3 clusters
  Score: Raw -1135144.063565 + Penalty 3093.937729 = -1132050.125836
  nChanged 448
		SP:Iteration 7Q (152422.490000 sec): 3 clusters
  Score: Raw -1135321.776218 + Penalty 3093.937729 = -1132227.838489
  nChanged 355
		SP:Iteration 8Q (152422.780000 sec): 3 clusters
  Score: Raw -1135429.526054 + Penalty 3093.937729 = -1132335.588325
  nChanged 268
		SP:Iteration 9Q (152423.060000 sec): 3 clusters
  Score: Raw -1135511.618436 + Penalty 3093.937729 = -1132417.680707
  nChanged 247
		SP:Iteration 10Q (152423.340000 sec): 3 clusters
  Score: Raw -1135581.702081 + Penalty 3093.937729 = -1132487.764352
  nChanged 213
		SP:Iteration 11Q (152423.620000 sec): 3 clusters
  Score: Raw -1135630.879660 + Penalty 3093.937729 = -1132536.941931
  nChanged 170
		SP:Iteration 12Q (152423.890000 sec): 3 clusters
  Score: Raw -1135667.457405 + Penalty 3093.937729 = -1132573.519676
  nChanged 141
		SP:Iteration 13Q (152424.170000 sec): 3 clusters
  Score: Raw -1135699.123506 + Penalty 3093.937729 = -1132605.185777
  nChanged 137
		SP:Iteration 14Q (152424.450000 sec): 3 clusters
  Score: Raw -1135733.835169 + Penalty 3093.937729 = -1132639.897440
  nChanged 153
		SP:Iteration 15Q (152424.730000 sec): 3 clusters
  Score: Raw -1135778.858203 + Penalty 3093.937729 = -1132684.920473
  nChanged 167
		SP:Iteration 16Q (152425.000000 sec): 3 clusters
  Score: Raw -1135827.562447 + Penalty 3093.937729 = -1132733.624718
  nChanged 179
		SP:Iteration 17Q (152425.260000 sec): 3 clusters
  Score: Raw -1135874.275528 + Penalty 3093.937729 = -1132780.337799
  nChanged 183
		SP:Iteration 18Q (152425.540000 sec): 3 clusters
  Score: Raw -1135925.825285 + Penalty 3093.937729 = -1132831.887556
  nChanged 192
		SP:Iteration 19Q (152425.830000 sec): 3 clusters
  Score: Raw -1135982.736886 + Penalty 3093.937729 = -1132888.799157
  nChanged 220
		SP:Iteration 20F (152426.110000 sec): 3 clusters
  Score: Raw -1136040.088679 + Penalty 3093.937729 = -1132946.150950
  nChanged 206
		SP:Iteration 21Q (152426.350000 sec): 3 clusters
  Score: Raw -1136095.006676 + Penalty 3093.937729 = -1133001.068947
  nChanged 225
		SP:Iteration 22Q (152426.640000 sec): 3 clusters
  Score: Raw -1136165.610071 + Penalty 3093.937729 = -1133071.672341
  nChanged 223
		SP:Iteration 23Q (152426.930000 sec): 3 clusters
  Score: Raw -1136250.586200 + Penalty 3093.937729 = -1133156.648471
  nChanged 236
		SP:Iteration 24Q (152427.210000 sec): 3 clusters
  Score: Raw -1136335.200930 + Penalty 3093.937729 = -1133241.263201
  nChanged 236
		SP:Iteration 25Q (152427.500000 sec): 3 clusters
  Score: Raw -1136410.921996 + Penalty 3093.937729 = -1133316.984267
  nChanged 221
		SP:Iteration 26Q (152427.790000 sec): 3 clusters
  Score: Raw -1136484.943250 + Penalty 3093.937729 = -1133391.005520
  nChanged 232
		SP:Iteration 27Q (152428.070000 sec): 3 clusters
  Score: Raw -1136572.990925 + Penalty 3093.937729 = -1133479.053195
  nChanged 223
		SP:Iteration 28Q (152428.350000 sec): 3 clusters
  Score: Raw -1136664.752396 + Penalty 3093.937729 = -1133570.814666
  nChanged 238
		SP:Iteration 29Q (152428.640000 sec): 3 clusters
  Score: Raw -1136764.762247 + Penalty 3093.937729 = -1133670.824517
  nChanged 213
		SP:Iteration 30Q (152428.920000 sec): 3 clusters
  Score: Raw -1136842.710673 + Penalty 3093.937729 = -1133748.772944
  nChanged 200
		SP:Iteration 31Q (152429.150000 sec): 3 clusters
  Score: Raw -1136907.812217 + Penalty 3093.937729 = -1133813.874487
  nChanged 171
		SP:Iteration 32Q (152429.440000 sec): 3 clusters
  Score: Raw -1136959.790883 + Penalty 3093.937729 = -1133865.853154
  nChanged 162
		SP:Iteration 33Q (152429.670000 sec): 3 clusters
  Score: Raw -1137007.753557 + Penalty 3093.937729 = -1133913.815828
  nChanged 143
		SP:Iteration 34Q (152429.950000 sec): 3 clusters
  Score: Raw -1137053.618025 + Penalty 3093.937729 = -1133959.680296
  nChanged 140
		SP:Iteration 35Q (152430.240000 sec): 3 clusters
  Score: Raw -1137099.303087 + Penalty 3093.937729 = -1134005.365358
  nChanged 119
		SP:Iteration 36Q (152430.480000 sec): 3 clusters
  Score: Raw -1137138.332676 + Penalty 3093.937729 = -1134044.394947
  nChanged 113
		SP:Iteration 37Q (152430.710000 sec): 3 clusters
  Score: Raw -1137177.596697 + Penalty 3093.937729 = -1134083.658968
  nChanged 113
		SP:Iteration 38Q (152430.990000 sec): 3 clusters
  Score: Raw -1137218.561207 + Penalty 3093.937729 = -1134124.623478
  nChanged 119
		SP:Iteration 39Q (152431.230000 sec): 3 clusters
  Score: Raw -1137265.835684 + Penalty 3093.937729 = -1134171.897954
  nChanged 112
		SP:Iteration 40F (152431.470000 sec): 3 clusters
  Score: Raw -1137309.797051 + Penalty 3093.937729 = -1134215.859321
  nChanged 116
		SP:Iteration 41Q (152431.700000 sec): 3 clusters
  Score: Raw -1137350.781476 + Penalty 3093.937729 = -1134256.843747
  nChanged 96
		SP:Iteration 42Q (152431.990000 sec): 3 clusters
  Score: Raw -1137382.500184 + Penalty 3093.937729 = -1134288.562455
  nChanged 91
		SP:Iteration 43Q (152432.270000 sec): 3 clusters
  Score: Raw -1137412.853072 + Penalty 3093.937729 = -1134318.915343
  nChanged 79
		SP:Iteration 44Q (152432.550000 sec): 3 clusters
  Score: Raw -1137438.172516 + Penalty 3093.937729 = -1134344.234787
  nChanged 62
		SP:Iteration 45Q (152432.830000 sec): 3 clusters
  Score: Raw -1137458.795620 + Penalty 3093.937729 = -1134364.857891
  nChanged 66
		SP:Iteration 46Q (152433.070000 sec): 3 clusters
  Score: Raw -1137480.055212 + Penalty 3093.937729 = -1134386.117483
  nChanged 59
		SP:Iteration 47Q (152433.310000 sec): 3 clusters
  Score: Raw -1137500.399907 + Penalty 3093.937729 = -1134406.462178
  nChanged 53
		SP:Iteration 48Q (152433.550000 sec): 3 clusters
  Score: Raw -1137519.203118 + Penalty 3093.937729 = -1134425.265389
  nChanged 47
		SP:Iteration 49Q (152433.790000 sec): 3 clusters
  Score: Raw -1137533.849857 + Penalty 3093.937729 = -1134439.912128
  nChanged 41
		SP:Iteration 50Q (152434.020000 sec): 3 clusters
  Score: Raw -1137545.915129 + Penalty 3093.937729 = -1134451.977399
  nChanged 37
		SP:Iteration 51Q (152434.310000 sec): 3 clusters
  Score: Raw -1137557.504990 + Penalty 3093.937729 = -1134463.567260
  nChanged 33
		SP:Iteration 52Q (152434.540000 sec): 3 clusters
  Score: Raw -1137565.029917 + Penalty 3093.937729 = -1134471.092188
  nChanged 26
		SP:Iteration 53Q (152434.830000 sec): 3 clusters
  Score: Raw -1137570.773434 + Penalty 3093.937729 = -1134476.835704
  nChanged 27
		SP:Iteration 54Q (152435.070000 sec): 3 clusters
  Score: Raw -1137578.856189 + Penalty 3093.937729 = -1134484.918460
  nChanged 32
		SP:Iteration 55Q (152435.350000 sec): 3 clusters
  Score: Raw -1137588.012840 + Penalty 3093.937729 = -1134494.075111
  nChanged 28
		SP:Iteration 56Q (152435.590000 sec): 3 clusters
  Score: Raw -1137595.700088 + Penalty 3093.937729 = -1134501.762359
  nChanged 25
		SP:Iteration 57Q (152435.870000 sec): 3 clusters
  Score: Raw -1137603.425037 + Penalty 3093.937729 = -1134509.487308
  nChanged 30
		SP:Iteration 58Q (152436.110000 sec): 3 clusters
  Score: Raw -1137612.481885 + Penalty 3093.937729 = -1134518.544156
  nChanged 17
		SP:Iteration 59Q (152436.350000 sec): 3 clusters
  Score: Raw -1137618.983929 + Penalty 3093.937729 = -1134525.046200
  nChanged 23
		SP:Iteration 60F (152436.630000 sec): 3 clusters
  Score: Raw -1137624.776944 + Penalty 3093.937729 = -1134530.839214
  nChanged 16
		SP:Iteration 61Q (152436.910000 sec): 3 clusters
  Score: Raw -1137629.136665 + Penalty 3093.937729 = -1134535.198935
  nChanged 19
		SP:Iteration 62Q (152437.150000 sec): 3 clusters
  Score: Raw -1137633.923189 + Penalty 3093.937729 = -1134539.985460
  nChanged 16
		SP:Iteration 63Q (152437.390000 sec): 3 clusters
  Score: Raw -1137637.751972 + Penalty 3093.937729 = -1134543.814243
  nChanged 14
		SP:Iteration 64Q (152437.670000 sec): 3 clusters
  Score: Raw -1137641.038493 + Penalty 3093.937729 = -1134547.100763
  nChanged 14
		SP:Iteration 65Q (152437.960000 sec): 3 clusters
  Score: Raw -1137644.090618 + Penalty 3093.937729 = -1134550.152889
  nChanged 6
		SP:Iteration 66Q (152438.190000 sec): 3 clusters
  Score: Raw -1137645.034822 + Penalty 3093.937729 = -1134551.097093
  nChanged 5
		SP:Iteration 67Q (152438.480000 sec): 3 clusters
  Score: Raw -1137646.463427 + Penalty 3093.937729 = -1134552.525698
  nChanged 9
		SP:Iteration 68Q (152438.720000 sec): 3 clusters
  Score: Raw -1137648.677844 + Penalty 3093.937729 = -1134554.740114
  nChanged 12
		SP:Iteration 69Q (152439.010000 sec): 3 clusters
  Score: Raw -1137651.721909 + Penalty 3093.937729 = -1134557.784180
  nChanged 10
		SP:Iteration 70Q (152439.180000 sec): 3 clusters
  Score: Raw -1137653.709559 + Penalty 3093.937729 = -1134559.771829
  nChanged 12
		SP:Iteration 71Q (152439.440000 sec): 3 clusters
  Score: Raw -1137656.294753 + Penalty 3093.937729 = -1134562.357023
  nChanged 8
		SP:Iteration 72Q (152439.690000 sec): 3 clusters
  Score: Raw -1137657.497515 + Penalty 3093.937729 = -1134563.559786
  nChanged 6
		SP:Iteration 73Q (152439.970000 sec): 3 clusters
  Score: Raw -1137658.689328 + Penalty 3093.937729 = -1134564.751599
  nChanged 5
		SP:Iteration 74Q (152440.260000 sec): 3 clusters
  Score: Raw -1137659.705763 + Penalty 3093.937729 = -1134565.768034
  nChanged 7
		SP:Iteration 75Q (152440.500000 sec): 3 clusters
  Score: Raw -1137661.058944 + Penalty 3093.937729 = -1134567.121215
  nChanged 9
		SP:Iteration 76Q (152440.780000 sec): 3 clusters
  Score: Raw -1137662.931373 + Penalty 3093.937729 = -1134568.993644
  nChanged 8
		SP:Iteration 77Q (152441.010000 sec): 3 clusters
  Score: Raw -1137664.534797 + Penalty 3093.937729 = -1134570.597068
  nChanged 4
		SP:Iteration 78Q (152441.300000 sec): 3 clusters
  Score: Raw -1137665.113084 + Penalty 3093.937729 = -1134571.175355
  nChanged 1
		SP:Iteration 79Q (152441.530000 sec): 3 clusters
  Score: Raw -1137665.207993 + Penalty 3093.937729 = -1134571.270264
  nChanged 1
		SP:Iteration 80F (152441.770000 sec): 3 clusters
  Score: Raw -1137665.643648 + Penalty 3093.937729 = -1134571.705919
  nChanged 2
		SP:Iteration 81Q (152442.060000 sec): 3 clusters
  Score: Raw -1137666.425323 + Penalty 3093.937729 = -1134572.487594
  nChanged 6
		SP:Iteration 82Q (152442.340000 sec): 3 clusters
  Score: Raw -1137667.702060 + Penalty 3093.937729 = -1134573.764331
  nChanged 5
		SP:Iteration 83Q (152442.580000 sec): 3 clusters
  Score: Raw -1137668.848006 + Penalty 3093.937729 = -1134574.910277
  nChanged 2
		SP:Iteration 84Q (152442.820000 sec): 3 clusters
  Score: Raw -1137669.445511 + Penalty 3093.937729 = -1134575.507782
  nChanged 4
		SP:Iteration 85Q (152443.100000 sec): 3 clusters
  Score: Raw -1137671.161229 + Penalty 3093.937729 = -1134577.223499
  nChanged 7
		SP:Iteration 86Q (152443.380000 sec): 3 clusters
  Score: Raw -1137672.790828 + Penalty 3093.937729 = -1134578.853098
  nChanged 3
		SP:Iteration 87Q (152443.620000 sec): 3 clusters
  Score: Raw -1137673.245071 + Penalty 3093.937729 = -1134579.307342
  nChanged 2
		SP:Iteration 88Q (152443.940000 sec): 3 clusters
  Score: Raw -1137673.540259 + Penalty 3093.937729 = -1134579.602530
  nChanged 1
		SP:Iteration 89Q (152444.180000 sec): 3 clusters
  Score: Raw -1137673.653679 + Penalty 3093.937729 = -1134579.715950
  nChanged 0
		SP:Iteration 90F (152444.470000 sec): 3 clusters
  Score: Raw -1137673.653679 + Penalty 3093.937729 = -1134579.715950
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (4513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152444.590000 sec): 2 clusters
  Score: Raw -381801.470006 + Penalty 1367.391577 = -380434.078429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152444.750000 sec): 3 clusters
  Score: Raw -379531.893741 + Penalty 2734.783155 = -376797.110586
  nChanged 1807
		SP:Iteration 1F (152444.990000 sec): 3 clusters
  Score: Raw -380619.037870 + Penalty 2734.783155 = -377884.254715
  nChanged 357
		SP:Iteration 2F (152445.130000 sec): 3 clusters
  Score: Raw -380859.760527 + Penalty 2734.783155 = -378124.977372
  nChanged 267
		SP:Iteration 3F (152445.360000 sec): 3 clusters
  Score: Raw -381020.865341 + Penalty 2734.783155 = -378286.082186
  nChanged 217
		SP:Iteration 4Q (152445.510000 sec): 3 clusters
  Score: Raw -381152.121441 + Penalty 2734.783155 = -378417.338286
  nChanged 197
		SP:Iteration 5Q (152445.660000 sec): 3 clusters
  Score: Raw -381249.205008 + Penalty 2734.783155 = -378514.421853
  nChanged 151
		SP:Iteration 6Q (152445.760000 sec): 3 clusters
  Score: Raw -381311.143974 + Penalty 2734.783155 = -378576.360820
  nChanged 119
		SP:Iteration 7Q (152445.840000 sec): 3 clusters
  Score: Raw -381373.924443 + Penalty 2734.783155 = -378639.141288
  nChanged 123
		SP:Iteration 8Q (152445.930000 sec): 3 clusters
  Score: Raw -381427.476027 + Penalty 2734.783155 = -378692.692872
  nChanged 104
		SP:Iteration 9Q (152446.020000 sec): 3 clusters
  Score: Raw -381481.918060 + Penalty 2734.783155 = -378747.134905
  nChanged 112
		SP:Iteration 10Q (152446.110000 sec): 3 clusters
  Score: Raw -381530.798969 + Penalty 2734.783155 = -378796.015814
  nChanged 113
		SP:Iteration 11Q (152446.200000 sec): 3 clusters
  Score: Raw -381581.735312 + Penalty 2734.783155 = -378846.952157
  nChanged 108
		SP:Iteration 12Q (152446.290000 sec): 3 clusters
  Score: Raw -381631.553592 + Penalty 2734.783155 = -378896.770437
  nChanged 94
		SP:Iteration 13Q (152446.380000 sec): 3 clusters
  Score: Raw -381674.686906 + Penalty 2734.783155 = -378939.903751
  nChanged 99
		SP:Iteration 14Q (152446.460000 sec): 3 clusters
  Score: Raw -381722.909851 + Penalty 2734.783155 = -378988.126696
  nChanged 109
		SP:Iteration 15Q (152446.560000 sec): 3 clusters
  Score: Raw -381779.661365 + Penalty 2734.783155 = -379044.878210
  nChanged 96
		SP:Iteration 16Q (152446.640000 sec): 3 clusters
  Score: Raw -381826.978513 + Penalty 2734.783155 = -379092.195358
  nChanged 102
		SP:Iteration 17Q (152446.730000 sec): 3 clusters
  Score: Raw -381878.882536 + Penalty 2734.783155 = -379144.099381
  nChanged 89
		SP:Iteration 18Q (152446.820000 sec): 3 clusters
  Score: Raw -381915.169044 + Penalty 2734.783155 = -379180.385889
  nChanged 64
		SP:Iteration 19Q (152446.910000 sec): 3 clusters
  Score: Raw -381944.135437 + Penalty 2734.783155 = -379209.352282
  nChanged 59
		SP:Iteration 20F (152447.070000 sec): 3 clusters
  Score: Raw -381965.417686 + Penalty 2734.783155 = -379230.634531
  nChanged 46
		SP:Iteration 21Q (152447.250000 sec): 3 clusters
  Score: Raw -381979.708507 + Penalty 2734.783155 = -379244.925352
  nChanged 30
		SP:Iteration 22Q (152447.420000 sec): 3 clusters
  Score: Raw -381989.218689 + Penalty 2734.783155 = -379254.435534
  nChanged 31
		SP:Iteration 23Q (152447.600000 sec): 3 clusters
  Score: Raw -381998.848247 + Penalty 2734.783155 = -379264.065092
  nChanged 24
		SP:Iteration 24Q (152447.780000 sec): 3 clusters
  Score: Raw -382005.819535 + Penalty 2734.783155 = -379271.036380
  nChanged 23
		SP:Iteration 25Q (152447.950000 sec): 3 clusters
  Score: Raw -382013.747429 + Penalty 2734.783155 = -379278.964274
  nChanged 23
		SP:Iteration 26Q (152448.120000 sec): 3 clusters
  Score: Raw -382020.090193 + Penalty 2734.783155 = -379285.307038
  nChanged 19
		SP:Iteration 27Q (152448.300000 sec): 3 clusters
  Score: Raw -382026.773885 + Penalty 2734.783155 = -379291.990730
  nChanged 13
		SP:Iteration 28Q (152448.480000 sec): 3 clusters
  Score: Raw -382031.870196 + Penalty 2734.783155 = -379297.087041
  nChanged 14
		SP:Iteration 29Q (152448.650000 sec): 3 clusters
  Score: Raw -382036.377960 + Penalty 2734.783155 = -379301.594805
  nChanged 7
		SP:Iteration 30Q (152448.830000 sec): 3 clusters
  Score: Raw -382039.372206 + Penalty 2734.783155 = -379304.589051
  nChanged 7
		SP:Iteration 31Q (152449.000000 sec): 3 clusters
  Score: Raw -382041.465041 + Penalty 2734.783155 = -379306.681886
  nChanged 12
		SP:Iteration 32Q (152449.180000 sec): 3 clusters
  Score: Raw -382045.017977 + Penalty 2734.783155 = -379310.234822
  nChanged 13
		SP:Iteration 33Q (152449.360000 sec): 3 clusters
  Score: Raw -382049.680254 + Penalty 2734.783155 = -379314.897099
  nChanged 12
		SP:Iteration 34Q (152449.530000 sec): 3 clusters
  Score: Raw -382053.360667 + Penalty 2734.783155 = -379318.577512
  nChanged 12
		SP:Iteration 35Q (152449.710000 sec): 3 clusters
  Score: Raw -382057.540936 + Penalty 2734.783155 = -379322.757781
  nChanged 11
		SP:Iteration 36Q (152449.880000 sec): 3 clusters
  Score: Raw -382061.358913 + Penalty 2734.783155 = -379326.575758
  nChanged 9
		SP:Iteration 37Q (152450.100000 sec): 3 clusters
  Score: Raw -382063.457988 + Penalty 2734.783155 = -379328.674833
  nChanged 4
		SP:Iteration 38Q (152450.250000 sec): 3 clusters
  Score: Raw -382064.559399 + Penalty 2734.783155 = -379329.776244
  nChanged 6
		SP:Iteration 39Q (152450.480000 sec): 3 clusters
  Score: Raw -382066.566152 + Penalty 2734.783155 = -379331.782997
  nChanged 4
		SP:Iteration 40F (152450.620000 sec): 3 clusters
  Score: Raw -382068.033573 + Penalty 2734.783155 = -379333.250418
  nChanged 6
		SP:Iteration 41Q (152450.860000 sec): 3 clusters
  Score: Raw -382069.804608 + Penalty 2734.783155 = -379335.021453
  nChanged 6
		SP:Iteration 42Q (152451.010000 sec): 3 clusters
  Score: Raw -382071.233758 + Penalty 2734.783155 = -379336.450603
  nChanged 5
		SP:Iteration 43Q (152451.240000 sec): 3 clusters
  Score: Raw -382071.986356 + Penalty 2734.783155 = -379337.203201
  nChanged 3
		SP:Iteration 44Q (152451.390000 sec): 3 clusters
  Score: Raw -382072.403041 + Penalty 2734.783155 = -379337.619886
  nChanged 2
		SP:Iteration 45Q (152451.620000 sec): 3 clusters
  Score: Raw -382073.025346 + Penalty 2734.783155 = -379338.242191
  nChanged 0
		SP:Iteration 46F (152451.760000 sec): 3 clusters
  Score: Raw -382073.025346 + Penalty 2734.783155 = -379338.242191
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152451.870000 sec): 2 clusters
  Score: Raw -414923.462439 + Penalty 1355.285315 = -413568.177125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152452.050000 sec): 3 clusters
  Score: Raw -412796.518871 + Penalty 2710.570629 = -410085.948241
  nChanged 1636
		SP:Iteration 1F (152452.220000 sec): 3 clusters
  Score: Raw -413683.801587 + Penalty 2710.570629 = -410973.230958
  nChanged 276
		SP:Iteration 2F (152452.400000 sec): 3 clusters
  Score: Raw -413815.539788 + Penalty 2710.570629 = -411104.969159
  nChanged 195
		SP:Iteration 3Q (152452.580000 sec): 3 clusters
  Score: Raw -413912.017369 + Penalty 2710.570629 = -411201.446740
  nChanged 174
		SP:Iteration 4Q (152452.750000 sec): 3 clusters
  Score: Raw -414001.521470 + Penalty 2710.570629 = -411290.950841
  nChanged 145
		SP:Iteration 5Q (152452.930000 sec): 3 clusters
  Score: Raw -414070.857886 + Penalty 2710.570629 = -411360.287256
  nChanged 100
		SP:Iteration 6Q (152453.090000 sec): 3 clusters
  Score: Raw -414109.139943 + Penalty 2710.570629 = -411398.569314
  nChanged 90
		SP:Iteration 7Q (152453.260000 sec): 3 clusters
  Score: Raw -414139.285803 + Penalty 2710.570629 = -411428.715173
  nChanged 69
		SP:Iteration 8Q (152453.420000 sec): 3 clusters
  Score: Raw -414172.265898 + Penalty 2710.570629 = -411461.695268
  nChanged 86
		SP:Iteration 9Q (152453.580000 sec): 3 clusters
  Score: Raw -414218.699224 + Penalty 2710.570629 = -411508.128595
  nChanged 92
		SP:Iteration 10Q (152453.740000 sec): 3 clusters
  Score: Raw -414278.890710 + Penalty 2710.570629 = -411568.320081
  nChanged 124
		SP:Iteration 11Q (152453.910000 sec): 3 clusters
  Score: Raw -414376.445633 + Penalty 2710.570629 = -411665.875003
  nChanged 157
		SP:Iteration 12Q (152454.050000 sec): 3 clusters
  Score: Raw -414513.209717 + Penalty 2710.570629 = -411802.639088
  nChanged 192
		SP:Iteration 13Q (152454.130000 sec): 3 clusters
  Score: Raw -414645.773936 + Penalty 2710.570629 = -411935.203307
  nChanged 173
		SP:Iteration 14Q (152454.210000 sec): 3 clusters
  Score: Raw -414765.614104 + Penalty 2710.570629 = -412055.043474
  nChanged 157
		SP:Iteration 15Q (152454.290000 sec): 3 clusters
  Score: Raw -414869.749815 + Penalty 2710.570629 = -412159.179185
  nChanged 127
		SP:Iteration 16Q (152454.370000 sec): 3 clusters
  Score: Raw -414959.699260 + Penalty 2710.570629 = -412249.128630
  nChanged 123
		SP:Iteration 17Q (152454.560000 sec): 3 clusters
  Score: Raw -415043.635704 + Penalty 2710.570629 = -412333.065074
  nChanged 117
		SP:Iteration 18Q (152454.740000 sec): 3 clusters
  Score: Raw -415125.456439 + Penalty 2710.570629 = -412414.885809
  nChanged 101
		SP:Iteration 19Q (152454.930000 sec): 3 clusters
  Score: Raw -415181.587948 + Penalty 2710.570629 = -412471.017318
  nChanged 71
		SP:Iteration 20F (152455.110000 sec): 3 clusters
  Score: Raw -415216.786614 + Penalty 2710.570629 = -412506.215985
  nChanged 56
		SP:Iteration 21Q (152455.280000 sec): 3 clusters
  Score: Raw -415243.961342 + Penalty 2710.570629 = -412533.390712
  nChanged 38
		SP:Iteration 22Q (152455.460000 sec): 3 clusters
  Score: Raw -415263.074165 + Penalty 2710.570629 = -412552.503535
  nChanged 41
		SP:Iteration 23Q (152455.640000 sec): 3 clusters
  Score: Raw -415285.307551 + Penalty 2710.570629 = -412574.736922
  nChanged 31
		SP:Iteration 24Q (152455.810000 sec): 3 clusters
  Score: Raw -415297.745305 + Penalty 2710.570629 = -412587.174676
  nChanged 19
		SP:Iteration 25Q (152455.990000 sec): 3 clusters
  Score: Raw -415304.900838 + Penalty 2710.570629 = -412594.330209
  nChanged 14
		SP:Iteration 26Q (152456.160000 sec): 3 clusters
  Score: Raw -415310.576579 + Penalty 2710.570629 = -412600.005950
  nChanged 18
		SP:Iteration 27Q (152456.340000 sec): 3 clusters
  Score: Raw -415318.231403 + Penalty 2710.570629 = -412607.660774
  nChanged 15
		SP:Iteration 28Q (152456.520000 sec): 3 clusters
  Score: Raw -415323.162904 + Penalty 2710.570629 = -412612.592274
  nChanged 11
		SP:Iteration 29Q (152456.600000 sec): 3 clusters
  Score: Raw -415327.274815 + Penalty 2710.570629 = -412616.704185
  nChanged 12
		SP:Iteration 30Q (152456.670000 sec): 3 clusters
  Score: Raw -415331.579866 + Penalty 2710.570629 = -412621.009236
  nChanged 9
		SP:Iteration 31Q (152456.750000 sec): 3 clusters
  Score: Raw -415334.669953 + Penalty 2710.570629 = -412624.099323
  nChanged 9
		SP:Iteration 32Q (152456.830000 sec): 3 clusters
  Score: Raw -415336.871782 + Penalty 2710.570629 = -412626.301153
  nChanged 8
		SP:Iteration 33Q (152456.910000 sec): 3 clusters
  Score: Raw -415339.270001 + Penalty 2710.570629 = -412628.699372
  nChanged 7
		SP:Iteration 34Q (152456.990000 sec): 3 clusters
  Score: Raw -415341.587656 + Penalty 2710.570629 = -412631.017027
  nChanged 4
		SP:Iteration 35Q (152457.070000 sec): 3 clusters
  Score: Raw -415343.424911 + Penalty 2710.570629 = -412632.854281
  nChanged 4
		SP:Iteration 36Q (152457.150000 sec): 3 clusters
  Score: Raw -415345.143620 + Penalty 2710.570629 = -412634.572991
  nChanged 4
		SP:Iteration 37Q (152457.220000 sec): 3 clusters
  Score: Raw -415347.522891 + Penalty 2710.570629 = -412636.952262
  nChanged 5
		SP:Iteration 38Q (152457.300000 sec): 3 clusters
  Score: Raw -415349.503035 + Penalty 2710.570629 = -412638.932406
  nChanged 5
		SP:Iteration 39Q (152457.380000 sec): 3 clusters
  Score: Raw -415350.684133 + Penalty 2710.570629 = -412640.113504
  nChanged 3
		SP:Iteration 40F (152457.460000 sec): 3 clusters
  Score: Raw -415352.018811 + Penalty 2710.570629 = -412641.448182
  nChanged 3
		SP:Iteration 41Q (152457.540000 sec): 3 clusters
  Score: Raw -415353.774293 + Penalty 2710.570629 = -412643.203663
  nChanged 5
		SP:Iteration 42Q (152457.620000 sec): 3 clusters
  Score: Raw -415356.686530 + Penalty 2710.570629 = -412646.115901
  nChanged 2
		SP:Iteration 43Q (152457.700000 sec): 3 clusters
  Score: Raw -415357.986052 + Penalty 2710.570629 = -412647.415423
  nChanged 3
		SP:Iteration 44Q (152457.770000 sec): 3 clusters
  Score: Raw -415359.909742 + Penalty 2710.570629 = -412649.339112
  nChanged 3
		SP:Iteration 45Q (152457.850000 sec): 3 clusters
  Score: Raw -415360.975302 + Penalty 2710.570629 = -412650.404672
  nChanged 1
		SP:Iteration 46Q (152457.930000 sec): 3 clusters
  Score: Raw -415361.128624 + Penalty 2710.570629 = -412650.557995
  nChanged 1
		SP:Iteration 47Q (152458.010000 sec): 3 clusters
  Score: Raw -415361.584590 + Penalty 2710.570629 = -412651.013960
  nChanged 0
		SP:Iteration 48F (152458.090000 sec): 3 clusters
  Score: Raw -415361.584590 + Penalty 2710.570629 = -412651.013960
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (7731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152458.210000 sec): 2 clusters
  Score: Raw -710197.434332 + Penalty 1454.861444 = -708742.572889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152458.420000 sec): 3 clusters
  Score: Raw -706041.758190 + Penalty 2909.722887 = -703132.035303
  nChanged 3195
		SP:Iteration 1F (152458.620000 sec): 3 clusters
  Score: Raw -707785.822857 + Penalty 2909.722887 = -704876.099970
  nChanged 547
		SP:Iteration 2F (152458.820000 sec): 3 clusters
  Score: Raw -708088.674748 + Penalty 2909.722887 = -705178.951860
  nChanged 465
		SP:Iteration 3F (152459.020000 sec): 3 clusters
  Score: Raw -708343.207181 + Penalty 2909.722887 = -705433.484293
  nChanged 421
		SP:Iteration 4F (152459.220000 sec): 3 clusters
  Score: Raw -708539.121695 + Penalty 2909.722887 = -705629.398807
  nChanged 351
		SP:Iteration 5Q (152459.420000 sec): 3 clusters
  Score: Raw -708697.961254 + Penalty 2909.722887 = -705788.238366
  nChanged 291
		SP:Iteration 6Q (152459.620000 sec): 3 clusters
  Score: Raw -708818.513497 + Penalty 2909.722887 = -705908.790610
  nChanged 236
		SP:Iteration 7Q (152459.810000 sec): 3 clusters
  Score: Raw -708911.051674 + Penalty 2909.722887 = -706001.328787
  nChanged 215
		SP:Iteration 8Q (152460.020000 sec): 3 clusters
  Score: Raw -708983.584306 + Penalty 2909.722887 = -706073.861419
  nChanged 186
		SP:Iteration 9Q (152460.220000 sec): 3 clusters
  Score: Raw -709037.974471 + Penalty 2909.722887 = -706128.251583
  nChanged 145
		SP:Iteration 10Q (152460.420000 sec): 3 clusters
  Score: Raw -709085.146565 + Penalty 2909.722887 = -706175.423678
  nChanged 120
		SP:Iteration 11Q (152460.620000 sec): 3 clusters
  Score: Raw -709119.589711 + Penalty 2909.722887 = -706209.866824
  nChanged 107
		SP:Iteration 12Q (152460.820000 sec): 3 clusters
  Score: Raw -709149.211404 + Penalty 2909.722887 = -706239.488516
  nChanged 113
		SP:Iteration 13Q (152461.010000 sec): 3 clusters
  Score: Raw -709174.636685 + Penalty 2909.722887 = -706264.913798
  nChanged 94
		SP:Iteration 14Q (152461.210000 sec): 3 clusters
  Score: Raw -709197.150345 + Penalty 2909.722887 = -706287.427457
  nChanged 84
		SP:Iteration 15Q (152461.410000 sec): 3 clusters
  Score: Raw -709216.659424 + Penalty 2909.722887 = -706306.936536
  nChanged 80
		SP:Iteration 16Q (152461.610000 sec): 3 clusters
  Score: Raw -709236.572341 + Penalty 2909.722887 = -706326.849454
  nChanged 85
		SP:Iteration 17Q (152461.810000 sec): 3 clusters
  Score: Raw -709256.859364 + Penalty 2909.722887 = -706347.136477
  nChanged 82
		SP:Iteration 18Q (152462.010000 sec): 3 clusters
  Score: Raw -709278.661875 + Penalty 2909.722887 = -706368.938987
  nChanged 80
		SP:Iteration 19Q (152462.240000 sec): 3 clusters
  Score: Raw -709300.108308 + Penalty 2909.722887 = -706390.385421
  nChanged 84
		SP:Iteration 20F (152462.460000 sec): 3 clusters
  Score: Raw -709321.528319 + Penalty 2909.722887 = -706411.805432
  nChanged 79
		SP:Iteration 21Q (152462.660000 sec): 3 clusters
  Score: Raw -709339.077007 + Penalty 2909.722887 = -706429.354120
  nChanged 69
		SP:Iteration 22Q (152462.870000 sec): 3 clusters
  Score: Raw -709353.640254 + Penalty 2909.722887 = -706443.917367
  nChanged 54
		SP:Iteration 23Q (152463.080000 sec): 3 clusters
  Score: Raw -709363.161392 + Penalty 2909.722887 = -706453.438505
  nChanged 47
		SP:Iteration 24Q (152463.290000 sec): 3 clusters
  Score: Raw -709373.370018 + Penalty 2909.722887 = -706463.647131
  nChanged 53
		SP:Iteration 25Q (152463.490000 sec): 3 clusters
  Score: Raw -709384.383204 + Penalty 2909.722887 = -706474.660316
  nChanged 58
		SP:Iteration 26Q (152463.680000 sec): 3 clusters
  Score: Raw -709398.897083 + Penalty 2909.722887 = -706489.174196
  nChanged 56
		SP:Iteration 27Q (152463.880000 sec): 3 clusters
  Score: Raw -709411.344381 + Penalty 2909.722887 = -706501.621494
  nChanged 54
		SP:Iteration 28Q (152464.080000 sec): 3 clusters
  Score: Raw -709423.515881 + Penalty 2909.722887 = -706513.792993
  nChanged 58
		SP:Iteration 29Q (152464.280000 sec): 3 clusters
  Score: Raw -709436.242080 + Penalty 2909.722887 = -706526.519193
  nChanged 52
		SP:Iteration 30Q (152464.480000 sec): 3 clusters
  Score: Raw -709446.532775 + Penalty 2909.722887 = -706536.809888
  nChanged 61
		SP:Iteration 31Q (152464.680000 sec): 3 clusters
  Score: Raw -709462.314887 + Penalty 2909.722887 = -706552.592000
  nChanged 60
		SP:Iteration 32Q (152464.880000 sec): 3 clusters
  Score: Raw -709475.862768 + Penalty 2909.722887 = -706566.139880
  nChanged 53
		SP:Iteration 33Q (152465.080000 sec): 3 clusters
  Score: Raw -709487.509209 + Penalty 2909.722887 = -706577.786322
  nChanged 53
		SP:Iteration 34Q (152465.270000 sec): 3 clusters
  Score: Raw -709500.684533 + Penalty 2909.722887 = -706590.961646
  nChanged 54
		SP:Iteration 35Q (152465.470000 sec): 3 clusters
  Score: Raw -709517.345134 + Penalty 2909.722887 = -706607.622247
  nChanged 65
		SP:Iteration 36Q (152465.670000 sec): 3 clusters
  Score: Raw -709532.967134 + Penalty 2909.722887 = -706623.244247
  nChanged 62
		SP:Iteration 37Q (152465.870000 sec): 3 clusters
  Score: Raw -709551.632314 + Penalty 2909.722887 = -706641.909427
  nChanged 74
		SP:Iteration 38Q (152466.070000 sec): 3 clusters
  Score: Raw -709569.418647 + Penalty 2909.722887 = -706659.695759
  nChanged 63
		SP:Iteration 39Q (152466.270000 sec): 3 clusters
  Score: Raw -709585.926767 + Penalty 2909.722887 = -706676.203880
  nChanged 59
		SP:Iteration 40F (152466.480000 sec): 3 clusters
  Score: Raw -709603.933969 + Penalty 2909.722887 = -706694.211081
  nChanged 64
		SP:Iteration 41Q (152466.690000 sec): 3 clusters
  Score: Raw -709622.932908 + Penalty 2909.722887 = -706713.210021
  nChanged 63
		SP:Iteration 42Q (152466.890000 sec): 3 clusters
  Score: Raw -709640.000513 + Penalty 2909.722887 = -706730.277625
  nChanged 70
		SP:Iteration 43Q (152467.090000 sec): 3 clusters
  Score: Raw -709654.473690 + Penalty 2909.722887 = -706744.750803
  nChanged 57
		SP:Iteration 44Q (152467.290000 sec): 3 clusters
  Score: Raw -709670.580036 + Penalty 2909.722887 = -706760.857148
  nChanged 78
		SP:Iteration 45Q (152467.490000 sec): 3 clusters
  Score: Raw -709691.517393 + Penalty 2909.722887 = -706781.794506
  nChanged 69
		SP:Iteration 46Q (152467.680000 sec): 3 clusters
  Score: Raw -709710.342167 + Penalty 2909.722887 = -706800.619280
  nChanged 63
		SP:Iteration 47Q (152467.790000 sec): 3 clusters
  Score: Raw -709728.883563 + Penalty 2909.722887 = -706819.160675
  nChanged 68
		SP:Iteration 48Q (152468.010000 sec): 3 clusters
  Score: Raw -709746.838561 + Penalty 2909.722887 = -706837.115674
  nChanged 63
		SP:Iteration 49Q (152468.200000 sec): 3 clusters
  Score: Raw -709763.975796 + Penalty 2909.722887 = -706854.252908
  nChanged 50
		SP:Iteration 50Q (152468.400000 sec): 3 clusters
  Score: Raw -709778.030731 + Penalty 2909.722887 = -706868.307844
  nChanged 65
		SP:Iteration 51Q (152468.530000 sec): 3 clusters
  Score: Raw -709798.372041 + Penalty 2909.722887 = -706888.649153
  nChanged 77
		SP:Iteration 52Q (152468.650000 sec): 3 clusters
  Score: Raw -709820.894908 + Penalty 2909.722887 = -706911.172021
  nChanged 69
		SP:Iteration 53Q (152468.770000 sec): 3 clusters
  Score: Raw -709843.395457 + Penalty 2909.722887 = -706933.672570
  nChanged 65
		SP:Iteration 54Q (152468.890000 sec): 3 clusters
  Score: Raw -709860.377145 + Penalty 2909.722887 = -706950.654257
  nChanged 72
		SP:Iteration 55Q (152469.010000 sec): 3 clusters
  Score: Raw -709883.513073 + Penalty 2909.722887 = -706973.790186
  nChanged 75
		SP:Iteration 56Q (152469.130000 sec): 3 clusters
  Score: Raw -709909.149548 + Penalty 2909.722887 = -706999.426660
  nChanged 72
		SP:Iteration 57Q (152469.330000 sec): 3 clusters
  Score: Raw -709934.517772 + Penalty 2909.722887 = -707024.794885
  nChanged 65
		SP:Iteration 58Q (152469.470000 sec): 3 clusters
  Score: Raw -709956.843879 + Penalty 2909.722887 = -707047.120992
  nChanged 65
		SP:Iteration 59Q (152469.620000 sec): 3 clusters
  Score: Raw -709984.391885 + Penalty 2909.722887 = -707074.668997
  nChanged 73
		SP:Iteration 60F (152469.750000 sec): 3 clusters
  Score: Raw -710017.086303 + Penalty 2909.722887 = -707107.363415
  nChanged 71
		SP:Iteration 61Q (152469.960000 sec): 3 clusters
  Score: Raw -710042.205375 + Penalty 2909.722887 = -707132.482488
  nChanged 57
		SP:Iteration 62Q (152470.160000 sec): 3 clusters
  Score: Raw -710060.813309 + Penalty 2909.722887 = -707151.090422
  nChanged 61
		SP:Iteration 63Q (152470.370000 sec): 3 clusters
  Score: Raw -710080.384564 + Penalty 2909.722887 = -707170.661677
  nChanged 55
		SP:Iteration 64Q (152470.560000 sec): 3 clusters
  Score: Raw -710106.509221 + Penalty 2909.722887 = -707196.786334
  nChanged 55
		SP:Iteration 65Q (152470.750000 sec): 3 clusters
  Score: Raw -710129.113400 + Penalty 2909.722887 = -707219.390513
  nChanged 60
		SP:Iteration 66Q (152470.950000 sec): 3 clusters
  Score: Raw -710154.811383 + Penalty 2909.722887 = -707245.088496
  nChanged 71
		SP:Iteration 67Q (152471.150000 sec): 3 clusters
  Score: Raw -710186.565236 + Penalty 2909.722887 = -707276.842348
  nChanged 81
		SP:Iteration 68Q (152471.350000 sec): 3 clusters
  Score: Raw -710221.030629 + Penalty 2909.722887 = -707311.307742
  nChanged 68
		SP:Iteration 69Q (152471.550000 sec): 3 clusters
  Score: Raw -710254.811480 + Penalty 2909.722887 = -707345.088593
  nChanged 59
		SP:Iteration 70Q (152471.750000 sec): 3 clusters
  Score: Raw -710281.020076 + Penalty 2909.722887 = -707371.297189
  nChanged 62
		SP:Iteration 71Q (152471.950000 sec): 3 clusters
  Score: Raw -710312.912644 + Penalty 2909.722887 = -707403.189757
  nChanged 61
		SP:Iteration 72Q (152472.150000 sec): 3 clusters
  Score: Raw -710343.987778 + Penalty 2909.722887 = -707434.264890
  nChanged 48
		SP:Iteration 73Q (152472.390000 sec): 3 clusters
  Score: Raw -710363.367090 + Penalty 2909.722887 = -707453.644203
  nChanged 30
		SP:Iteration 74Q (152472.590000 sec): 3 clusters
  Score: Raw -710376.261110 + Penalty 2909.722887 = -707466.538223
  nChanged 36
		SP:Iteration 75Q (152472.790000 sec): 3 clusters
  Score: Raw -710392.759582 + Penalty 2909.722887 = -707483.036695
  nChanged 34
		SP:Iteration 76Q (152472.990000 sec): 3 clusters
  Score: Raw -710410.302326 + Penalty 2909.722887 = -707500.579439
  nChanged 32
		SP:Iteration 77Q (152473.190000 sec): 3 clusters
  Score: Raw -710427.758191 + Penalty 2909.722887 = -707518.035303
  nChanged 30
		SP:Iteration 78Q (152473.390000 sec): 3 clusters
  Score: Raw -710442.291359 + Penalty 2909.722887 = -707532.568472
  nChanged 25
		SP:Iteration 79Q (152473.590000 sec): 3 clusters
  Score: Raw -710453.310162 + Penalty 2909.722887 = -707543.587275
  nChanged 18
		SP:Iteration 80F (152473.790000 sec): 3 clusters
  Score: Raw -710460.127493 + Penalty 2909.722887 = -707550.404606
  nChanged 13
		SP:Iteration 81Q (152473.990000 sec): 3 clusters
  Score: Raw -710467.271836 + Penalty 2909.722887 = -707557.548949
  nChanged 15
		SP:Iteration 82Q (152474.190000 sec): 3 clusters
  Score: Raw -710475.788488 + Penalty 2909.722887 = -707566.065601
  nChanged 11
		SP:Iteration 83Q (152474.380000 sec): 3 clusters
  Score: Raw -710480.159162 + Penalty 2909.722887 = -707570.436275
  nChanged 9
		SP:Iteration 84Q (152474.580000 sec): 3 clusters
  Score: Raw -710483.675168 + Penalty 2909.722887 = -707573.952280
  nChanged 11
		SP:Iteration 85Q (152474.780000 sec): 3 clusters
  Score: Raw -710489.475301 + Penalty 2909.722887 = -707579.752414
  nChanged 13
		SP:Iteration 86Q (152475.010000 sec): 3 clusters
  Score: Raw -710493.662725 + Penalty 2909.722887 = -707583.939838
  nChanged 6
		SP:Iteration 87Q (152475.210000 sec): 3 clusters
  Score: Raw -710495.452984 + Penalty 2909.722887 = -707585.730097
  nChanged 5
		SP:Iteration 88Q (152475.410000 sec): 3 clusters
  Score: Raw -710497.626677 + Penalty 2909.722887 = -707587.903789
  nChanged 3
		SP:Iteration 89Q (152475.610000 sec): 3 clusters
  Score: Raw -710498.676156 + Penalty 2909.722887 = -707588.953268
  nChanged 3
		SP:Iteration 90Q (152475.810000 sec): 3 clusters
  Score: Raw -710500.910155 + Penalty 2909.722887 = -707591.187268
  nChanged 6
		SP:Iteration 91Q (152476.010000 sec): 3 clusters
  Score: Raw -710503.770204 + Penalty 2909.722887 = -707594.047316
  nChanged 7
		SP:Iteration 92Q (152476.210000 sec): 3 clusters
  Score: Raw -710507.140102 + Penalty 2909.722887 = -707597.417215
  nChanged 6
		SP:Iteration 93Q (152476.420000 sec): 3 clusters
  Score: Raw -710511.041729 + Penalty 2909.722887 = -707601.318842
  nChanged 5
		SP:Iteration 94Q (152476.540000 sec): 3 clusters
  Score: Raw -710512.854124 + Penalty 2909.722887 = -707603.131237
  nChanged 5
		SP:Iteration 95Q (152476.730000 sec): 3 clusters
  Score: Raw -710515.473703 + Penalty 2909.722887 = -707605.750816
  nChanged 4
		SP:Iteration 96Q (152476.930000 sec): 3 clusters
  Score: Raw -710517.257984 + Penalty 2909.722887 = -707607.535097
  nChanged 4
		SP:Iteration 97Q (152477.140000 sec): 3 clusters
  Score: Raw -710519.430661 + Penalty 2909.722887 = -707609.707773
  nChanged 5
		SP:Iteration 98Q (152477.390000 sec): 3 clusters
  Score: Raw -710521.767886 + Penalty 2909.722887 = -707612.044998
  nChanged 3
		SP:Iteration 99Q (152477.500000 sec): 3 clusters
  Score: Raw -710523.101746 + Penalty 2909.722887 = -707613.378859
  nChanged 3
		SP:Iteration 100F (152477.620000 sec): 3 clusters
  Score: Raw -710524.287203 + Penalty 2909.722887 = -707614.564315
  nChanged 3
		SP:Iteration 101Q (152477.830000 sec): 3 clusters
  Score: Raw -710525.379560 + Penalty 2909.722887 = -707615.656673
  nChanged 4
		SP:Iteration 102Q (152478.030000 sec): 3 clusters
  Score: Raw -710526.642405 + Penalty 2909.722887 = -707616.919517
  nChanged 0
		SP:Iteration 103F (152478.250000 sec): 3 clusters
  Score: Raw -710526.642405 + Penalty 2909.722887 = -707616.919517
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (7092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152478.360000 sec): 2 clusters
  Score: Raw -617507.247667 + Penalty 1440.842433 = -616066.405233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152478.580000 sec): 3 clusters
  Score: Raw -613674.538616 + Penalty 2881.684867 = -610792.853750
  nChanged 3000
		SP:Iteration 1F (152478.780000 sec): 3 clusters
  Score: Raw -615560.211634 + Penalty 2881.684867 = -612678.526767
  nChanged 614
		SP:Iteration 2F (152478.970000 sec): 3 clusters
  Score: Raw -615991.528649 + Penalty 2881.684867 = -613109.843783
  nChanged 486
		SP:Iteration 3F (152479.170000 sec): 3 clusters
  Score: Raw -616311.089186 + Penalty 2881.684867 = -613429.404319
  nChanged 377
		SP:Iteration 4F (152479.380000 sec): 3 clusters
  Score: Raw -616519.980286 + Penalty 2881.684867 = -613638.295419
  nChanged 291
		SP:Iteration 5Q (152479.590000 sec): 3 clusters
  Score: Raw -616662.635452 + Penalty 2881.684867 = -613780.950585
  nChanged 236
		SP:Iteration 6Q (152479.790000 sec): 3 clusters
  Score: Raw -616780.666641 + Penalty 2881.684867 = -613898.981774
  nChanged 223
		SP:Iteration 7Q (152480.000000 sec): 3 clusters
  Score: Raw -616889.046854 + Penalty 2881.684867 = -614007.361987
  nChanged 195
		SP:Iteration 8Q (152480.210000 sec): 3 clusters
  Score: Raw -616966.782738 + Penalty 2881.684867 = -614085.097871
  nChanged 168
		SP:Iteration 9Q (152480.410000 sec): 3 clusters
  Score: Raw -617030.964477 + Penalty 2881.684867 = -614149.279611
  nChanged 162
		SP:Iteration 10Q (152480.620000 sec): 3 clusters
  Score: Raw -617094.573276 + Penalty 2881.684867 = -614212.888409
  nChanged 147
		SP:Iteration 11Q (152480.810000 sec): 3 clusters
  Score: Raw -617152.621387 + Penalty 2881.684867 = -614270.936520
  nChanged 144
		SP:Iteration 12Q (152480.920000 sec): 3 clusters
  Score: Raw -617203.982155 + Penalty 2881.684867 = -614322.297288
  nChanged 122
		SP:Iteration 13Q (152481.040000 sec): 3 clusters
  Score: Raw -617253.396831 + Penalty 2881.684867 = -614371.711964
  nChanged 135
		SP:Iteration 14Q (152481.150000 sec): 3 clusters
  Score: Raw -617302.429251 + Penalty 2881.684867 = -614420.744384
  nChanged 135
		SP:Iteration 15Q (152481.280000 sec): 3 clusters
  Score: Raw -617347.784565 + Penalty 2881.684867 = -614466.099698
  nChanged 107
		SP:Iteration 16Q (152481.470000 sec): 3 clusters
  Score: Raw -617377.723787 + Penalty 2881.684867 = -614496.038920
  nChanged 79
		SP:Iteration 17Q (152481.680000 sec): 3 clusters
  Score: Raw -617399.778820 + Penalty 2881.684867 = -614518.093954
  nChanged 71
		SP:Iteration 18Q (152481.880000 sec): 3 clusters
  Score: Raw -617419.113399 + Penalty 2881.684867 = -614537.428532
  nChanged 67
		SP:Iteration 19Q (152482.080000 sec): 3 clusters
  Score: Raw -617439.234878 + Penalty 2881.684867 = -614557.550011
  nChanged 60
		SP:Iteration 20F (152482.300000 sec): 3 clusters
  Score: Raw -617454.124867 + Penalty 2881.684867 = -614572.440000
  nChanged 46
		SP:Iteration 21Q (152482.500000 sec): 3 clusters
  Score: Raw -617461.857518 + Penalty 2881.684867 = -614580.172651
  nChanged 40
		SP:Iteration 22Q (152482.700000 sec): 3 clusters
  Score: Raw -617470.761582 + Penalty 2881.684867 = -614589.076715
  nChanged 37
		SP:Iteration 23Q (152482.910000 sec): 3 clusters
  Score: Raw -617479.222710 + Penalty 2881.684867 = -614597.537843
  nChanged 41
		SP:Iteration 24Q (152483.110000 sec): 3 clusters
  Score: Raw -617489.229178 + Penalty 2881.684867 = -614607.544311
  nChanged 50
		SP:Iteration 25Q (152483.320000 sec): 3 clusters
  Score: Raw -617504.464534 + Penalty 2881.684867 = -614622.779667
  nChanged 42
		SP:Iteration 26Q (152483.520000 sec): 3 clusters
  Score: Raw -617515.404511 + Penalty 2881.684867 = -614633.719644
  nChanged 42
		SP:Iteration 27Q (152483.720000 sec): 3 clusters
  Score: Raw -617524.076664 + Penalty 2881.684867 = -614642.391798
  nChanged 28
		SP:Iteration 28Q (152483.920000 sec): 3 clusters
  Score: Raw -617531.226613 + Penalty 2881.684867 = -614649.541746
  nChanged 29
		SP:Iteration 29Q (152484.130000 sec): 3 clusters
  Score: Raw -617537.851867 + Penalty 2881.684867 = -614656.167000
  nChanged 28
		SP:Iteration 30Q (152484.330000 sec): 3 clusters
  Score: Raw -617544.086540 + Penalty 2881.684867 = -614662.401673
  nChanged 36
		SP:Iteration 31Q (152484.540000 sec): 3 clusters
  Score: Raw -617552.737572 + Penalty 2881.684867 = -614671.052705
  nChanged 34
		SP:Iteration 32Q (152484.740000 sec): 3 clusters
  Score: Raw -617560.749277 + Penalty 2881.684867 = -614679.064411
  nChanged 33
		SP:Iteration 33Q (152484.940000 sec): 3 clusters
  Score: Raw -617569.054477 + Penalty 2881.684867 = -614687.369610
  nChanged 38
		SP:Iteration 34Q (152485.140000 sec): 3 clusters
  Score: Raw -617580.149919 + Penalty 2881.684867 = -614698.465052
  nChanged 33
		SP:Iteration 35Q (152485.340000 sec): 3 clusters
  Score: Raw -617591.947047 + Penalty 2881.684867 = -614710.262180
  nChanged 47
		SP:Iteration 36Q (152485.550000 sec): 3 clusters
  Score: Raw -617606.586564 + Penalty 2881.684867 = -614724.901697
  nChanged 53
		SP:Iteration 37Q (152485.750000 sec): 3 clusters
  Score: Raw -617620.847158 + Penalty 2881.684867 = -614739.162291
  nChanged 42
		SP:Iteration 38Q (152485.950000 sec): 3 clusters
  Score: Raw -617629.017609 + Penalty 2881.684867 = -614747.332743
  nChanged 34
		SP:Iteration 39Q (152486.160000 sec): 3 clusters
  Score: Raw -617636.477277 + Penalty 2881.684867 = -614754.792411
  nChanged 37
		SP:Iteration 40F (152486.340000 sec): 3 clusters
  Score: Raw -617644.836191 + Penalty 2881.684867 = -614763.151324
  nChanged 28
		SP:Iteration 41Q (152486.460000 sec): 3 clusters
  Score: Raw -617650.546433 + Penalty 2881.684867 = -614768.861567
  nChanged 26
		SP:Iteration 42Q (152486.680000 sec): 3 clusters
  Score: Raw -617658.256742 + Penalty 2881.684867 = -614776.571875
  nChanged 30
		SP:Iteration 43Q (152486.840000 sec): 3 clusters
  Score: Raw -617669.498988 + Penalty 2881.684867 = -614787.814122
  nChanged 45
		SP:Iteration 44Q (152487.050000 sec): 3 clusters
  Score: Raw -617684.401758 + Penalty 2881.684867 = -614802.716892
  nChanged 46
		SP:Iteration 45Q (152487.250000 sec): 3 clusters
  Score: Raw -617700.908719 + Penalty 2881.684867 = -614819.223852
  nChanged 49
		SP:Iteration 46Q (152487.460000 sec): 3 clusters
  Score: Raw -617717.654194 + Penalty 2881.684867 = -614835.969327
  nChanged 47
		SP:Iteration 47Q (152487.660000 sec): 3 clusters
  Score: Raw -617734.191086 + Penalty 2881.684867 = -614852.506220
  nChanged 51
		SP:Iteration 48Q (152487.860000 sec): 3 clusters
  Score: Raw -617751.575493 + Penalty 2881.684867 = -614869.890626
  nChanged 59
		SP:Iteration 49Q (152488.060000 sec): 3 clusters
  Score: Raw -617770.532823 + Penalty 2881.684867 = -614888.847956
  nChanged 48
		SP:Iteration 50Q (152488.270000 sec): 3 clusters
  Score: Raw -617785.353560 + Penalty 2881.684867 = -614903.668694
  nChanged 50
		SP:Iteration 51Q (152488.470000 sec): 3 clusters
  Score: Raw -617801.174524 + Penalty 2881.684867 = -614919.489657
  nChanged 55
		SP:Iteration 52Q (152488.680000 sec): 3 clusters
  Score: Raw -617817.313362 + Penalty 2881.684867 = -614935.628496
  nChanged 42
		SP:Iteration 53Q (152488.880000 sec): 3 clusters
  Score: Raw -617828.622519 + Penalty 2881.684867 = -614946.937652
  nChanged 42
		SP:Iteration 54Q (152489.080000 sec): 3 clusters
  Score: Raw -617840.486313 + Penalty 2881.684867 = -614958.801446
  nChanged 37
		SP:Iteration 55Q (152489.290000 sec): 3 clusters
  Score: Raw -617851.615565 + Penalty 2881.684867 = -614969.930698
  nChanged 30
		SP:Iteration 56Q (152489.490000 sec): 3 clusters
  Score: Raw -617859.736430 + Penalty 2881.684867 = -614978.051563
  nChanged 33
		SP:Iteration 57Q (152489.700000 sec): 3 clusters
  Score: Raw -617868.983598 + Penalty 2881.684867 = -614987.298731
  nChanged 39
		SP:Iteration 58Q (152489.900000 sec): 3 clusters
  Score: Raw -617880.633488 + Penalty 2881.684867 = -614998.948621
  nChanged 48
		SP:Iteration 59Q (152490.100000 sec): 3 clusters
  Score: Raw -617894.566009 + Penalty 2881.684867 = -615012.881143
  nChanged 43
		SP:Iteration 60F (152490.300000 sec): 3 clusters
  Score: Raw -617907.672470 + Penalty 2881.684867 = -615025.987603
  nChanged 44
		SP:Iteration 61Q (152490.510000 sec): 3 clusters
  Score: Raw -617919.786644 + Penalty 2881.684867 = -615038.101777
  nChanged 33
		SP:Iteration 62Q (152490.710000 sec): 3 clusters
  Score: Raw -617927.903294 + Penalty 2881.684867 = -615046.218428
  nChanged 25
		SP:Iteration 63Q (152490.920000 sec): 3 clusters
  Score: Raw -617935.606649 + Penalty 2881.684867 = -615053.921782
  nChanged 26
		SP:Iteration 64Q (152491.080000 sec): 3 clusters
  Score: Raw -617943.182698 + Penalty 2881.684867 = -615061.497831
  nChanged 21
		SP:Iteration 65Q (152491.280000 sec): 3 clusters
  Score: Raw -617949.534903 + Penalty 2881.684867 = -615067.850036
  nChanged 20
		SP:Iteration 66Q (152491.480000 sec): 3 clusters
  Score: Raw -617954.466707 + Penalty 2881.684867 = -615072.781840
  nChanged 14
		SP:Iteration 67Q (152491.690000 sec): 3 clusters
  Score: Raw -617957.972618 + Penalty 2881.684867 = -615076.287751
  nChanged 16
		SP:Iteration 68Q (152491.890000 sec): 3 clusters
  Score: Raw -617961.482521 + Penalty 2881.684867 = -615079.797654
  nChanged 16
		SP:Iteration 69Q (152492.100000 sec): 3 clusters
  Score: Raw -617965.430712 + Penalty 2881.684867 = -615083.745845
  nChanged 15
		SP:Iteration 70Q (152492.300000 sec): 3 clusters
  Score: Raw -617969.954187 + Penalty 2881.684867 = -615088.269320
  nChanged 19
		SP:Iteration 71Q (152492.500000 sec): 3 clusters
  Score: Raw -617977.452785 + Penalty 2881.684867 = -615095.767918
  nChanged 26
		SP:Iteration 72Q (152492.700000 sec): 3 clusters
  Score: Raw -617985.152578 + Penalty 2881.684867 = -615103.467711
  nChanged 28
		SP:Iteration 73Q (152492.910000 sec): 3 clusters
  Score: Raw -617991.933430 + Penalty 2881.684867 = -615110.248563
  nChanged 22
		SP:Iteration 74Q (152493.110000 sec): 3 clusters
  Score: Raw -617998.047570 + Penalty 2881.684867 = -615116.362703
  nChanged 19
		SP:Iteration 75Q (152493.320000 sec): 3 clusters
  Score: Raw -618003.443485 + Penalty 2881.684867 = -615121.758618
  nChanged 18
		SP:Iteration 76Q (152493.520000 sec): 3 clusters
  Score: Raw -618009.297674 + Penalty 2881.684867 = -615127.612808
  nChanged 16
		SP:Iteration 77Q (152493.720000 sec): 3 clusters
  Score: Raw -618013.816355 + Penalty 2881.684867 = -615132.131488
  nChanged 18
		SP:Iteration 78Q (152493.950000 sec): 3 clusters
  Score: Raw -618018.306112 + Penalty 2881.684867 = -615136.621245
  nChanged 17
		SP:Iteration 79Q (152494.060000 sec): 3 clusters
  Score: Raw -618023.014606 + Penalty 2881.684867 = -615141.329740
  nChanged 12
		SP:Iteration 80F (152494.170000 sec): 3 clusters
  Score: Raw -618027.153579 + Penalty 2881.684867 = -615145.468713
  nChanged 15
		SP:Iteration 81Q (152494.280000 sec): 3 clusters
  Score: Raw -618030.500890 + Penalty 2881.684867 = -615148.816024
  nChanged 14
		SP:Iteration 82Q (152494.400000 sec): 3 clusters
  Score: Raw -618034.819765 + Penalty 2881.684867 = -615153.134898
  nChanged 15
		SP:Iteration 83Q (152494.610000 sec): 3 clusters
  Score: Raw -618040.086894 + Penalty 2881.684867 = -615158.402027
  nChanged 16
		SP:Iteration 84Q (152494.820000 sec): 3 clusters
  Score: Raw -618043.831059 + Penalty 2881.684867 = -615162.146192
  nChanged 21
		SP:Iteration 85Q (152495.020000 sec): 3 clusters
  Score: Raw -618048.315097 + Penalty 2881.684867 = -615166.630230
  nChanged 9
		SP:Iteration 86Q (152495.220000 sec): 3 clusters
  Score: Raw -618050.411818 + Penalty 2881.684867 = -615168.726952
  nChanged 8
		SP:Iteration 87Q (152495.430000 sec): 3 clusters
  Score: Raw -618051.689937 + Penalty 2881.684867 = -615170.005070
  nChanged 5
		SP:Iteration 88Q (152495.630000 sec): 3 clusters
  Score: Raw -618053.426641 + Penalty 2881.684867 = -615171.741774
  nChanged 6
		SP:Iteration 89Q (152495.840000 sec): 3 clusters
  Score: Raw -618055.142964 + Penalty 2881.684867 = -615173.458097
  nChanged 5
		SP:Iteration 90Q (152496.040000 sec): 3 clusters
  Score: Raw -618056.803594 + Penalty 2881.684867 = -615175.118727
  nChanged 7
		SP:Iteration 91Q (152496.240000 sec): 3 clusters
  Score: Raw -618058.675197 + Penalty 2881.684867 = -615176.990330
  nChanged 7
		SP:Iteration 92Q (152496.450000 sec): 3 clusters
  Score: Raw -618060.304916 + Penalty 2881.684867 = -615178.620049
  nChanged 5
		SP:Iteration 93Q (152496.650000 sec): 3 clusters
  Score: Raw -618061.776327 + Penalty 2881.684867 = -615180.091460
  nChanged 4
		SP:Iteration 94Q (152496.840000 sec): 3 clusters
  Score: Raw -618063.034657 + Penalty 2881.684867 = -615181.349790
  nChanged 6
		SP:Iteration 95Q (152496.950000 sec): 3 clusters
  Score: Raw -618064.507467 + Penalty 2881.684867 = -615182.822600
  nChanged 3
		SP:Iteration 96Q (152497.140000 sec): 3 clusters
  Score: Raw -618065.350242 + Penalty 2881.684867 = -615183.665375
  nChanged 3
		SP:Iteration 97Q (152497.350000 sec): 3 clusters
  Score: Raw -618066.624306 + Penalty 2881.684867 = -615184.939439
  nChanged 6
		SP:Iteration 98Q (152497.560000 sec): 3 clusters
  Score: Raw -618068.420062 + Penalty 2881.684867 = -615186.735195
  nChanged 6
		SP:Iteration 99Q (152497.770000 sec): 3 clusters
  Score: Raw -618069.540164 + Penalty 2881.684867 = -615187.855297
  nChanged 4
		SP:Iteration 100F (152497.970000 sec): 3 clusters
  Score: Raw -618070.361911 + Penalty 2881.684867 = -615188.677044
  nChanged 4
		SP:Iteration 101Q (152498.170000 sec): 3 clusters
  Score: Raw -618071.778743 + Penalty 2881.684867 = -615190.093876
  nChanged 4
		SP:Iteration 102Q (152498.380000 sec): 3 clusters
  Score: Raw -618073.130998 + Penalty 2881.684867 = -615191.446131
  nChanged 7
		SP:Iteration 103Q (152498.580000 sec): 3 clusters
  Score: Raw -618074.949841 + Penalty 2881.684867 = -615193.264974
  nChanged 10
		SP:Iteration 104Q (152498.790000 sec): 3 clusters
  Score: Raw -618076.866703 + Penalty 2881.684867 = -615195.181836
  nChanged 9
		SP:Iteration 105Q (152498.990000 sec): 3 clusters
  Score: Raw -618080.412322 + Penalty 2881.684867 = -615198.727455
  nChanged 9
		SP:Iteration 106Q (152499.190000 sec): 3 clusters
  Score: Raw -618082.736765 + Penalty 2881.684867 = -615201.051898
  nChanged 6
		SP:Iteration 107Q (152499.390000 sec): 3 clusters
  Score: Raw -618084.173432 + Penalty 2881.684867 = -615202.488565
  nChanged 5
		SP:Iteration 108Q (152499.600000 sec): 3 clusters
  Score: Raw -618086.168853 + Penalty 2881.684867 = -615204.483986
  nChanged 10
		SP:Iteration 109Q (152499.800000 sec): 3 clusters
  Score: Raw -618089.911565 + Penalty 2881.684867 = -615208.226698
  nChanged 13
		SP:Iteration 110Q (152500.010000 sec): 3 clusters
  Score: Raw -618095.025662 + Penalty 2881.684867 = -615213.340795
  nChanged 16
		SP:Iteration 111Q (152500.210000 sec): 3 clusters
  Score: Raw -618101.588411 + Penalty 2881.684867 = -615219.903544
  nChanged 15
		SP:Iteration 112Q (152500.410000 sec): 3 clusters
  Score: Raw -618106.344737 + Penalty 2881.684867 = -615224.659871
  nChanged 10
		SP:Iteration 113Q (152500.610000 sec): 3 clusters
  Score: Raw -618109.806557 + Penalty 2881.684867 = -615228.121690
  nChanged 10
		SP:Iteration 114Q (152500.810000 sec): 3 clusters
  Score: Raw -618113.477806 + Penalty 2881.684867 = -615231.792939
  nChanged 10
		SP:Iteration 115Q (152501.020000 sec): 3 clusters
  Score: Raw -618117.191605 + Penalty 2881.684867 = -615235.506738
  nChanged 11
		SP:Iteration 116Q (152501.220000 sec): 3 clusters
  Score: Raw -618120.127592 + Penalty 2881.684867 = -615238.442725
  nChanged 6
		SP:Iteration 117Q (152501.430000 sec): 3 clusters
  Score: Raw -618121.737000 + Penalty 2881.684867 = -615240.052133
  nChanged 5
		SP:Iteration 118Q (152501.630000 sec): 3 clusters
  Score: Raw -618123.620005 + Penalty 2881.684867 = -615241.935138
  nChanged 3
		SP:Iteration 119Q (152501.790000 sec): 3 clusters
  Score: Raw -618124.263342 + Penalty 2881.684867 = -615242.578475
  nChanged 2
		SP:Iteration 120F (152501.890000 sec): 3 clusters
  Score: Raw -618124.982305 + Penalty 2881.684867 = -615243.297438
  nChanged 2
		SP:Iteration 121Q (152502.110000 sec): 3 clusters
  Score: Raw -618125.373433 + Penalty 2881.684867 = -615243.688566
  nChanged 2
		SP:Iteration 122Q (152502.280000 sec): 3 clusters
  Score: Raw -618126.156634 + Penalty 2881.684867 = -615244.471767
  nChanged 1
		SP:Iteration 123Q (152502.480000 sec): 3 clusters
  Score: Raw -618126.259091 + Penalty 2881.684867 = -615244.574225
  nChanged 1
		SP:Iteration 124Q (152502.690000 sec): 3 clusters
  Score: Raw -618126.464112 + Penalty 2881.684867 = -615244.779245
  nChanged 1
		SP:Iteration 125Q (152502.880000 sec): 3 clusters
  Score: Raw -618126.712158 + Penalty 2881.684867 = -615245.027291
  nChanged 1
		SP:Iteration 126Q (152503.100000 sec): 3 clusters
  Score: Raw -618126.881128 + Penalty 2881.684867 = -615245.196261
  nChanged 0
		SP:Iteration 127F (152503.300000 sec): 3 clusters
  Score: Raw -618126.881128 + Penalty 2881.684867 = -615245.196261
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152503.410000 sec): 2 clusters
  Score: Raw -293214.814710 + Penalty 1320.415036 = -291894.399675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152503.580000 sec): 3 clusters
  Score: Raw -291644.224379 + Penalty 2640.830071 = -289003.394308
  nChanged 1285
		SP:Iteration 1F (152503.760000 sec): 3 clusters
  Score: Raw -292539.017099 + Penalty 2640.830071 = -289898.187027
  nChanged 305
		SP:Iteration 2F (152503.930000 sec): 3 clusters
  Score: Raw -292792.314010 + Penalty 2640.830071 = -290151.483938
  nChanged 229
		SP:Iteration 3F (152504.110000 sec): 3 clusters
  Score: Raw -292999.782846 + Penalty 2640.830071 = -290358.952774
  nChanged 198
		SP:Iteration 4F (152504.280000 sec): 3 clusters
  Score: Raw -293176.792819 + Penalty 2640.830071 = -290535.962748
  nChanged 166
		SP:Iteration 5Q (152504.460000 sec): 3 clusters
  Score: Raw -293314.757952 + Penalty 2640.830071 = -290673.927881
  nChanged 135
		SP:Iteration 6Q (152504.630000 sec): 3 clusters
  Score: Raw -293436.038041 + Penalty 2640.830071 = -290795.207970
  nChanged 139
		SP:Iteration 7Q (152504.810000 sec): 3 clusters
  Score: Raw -293553.170882 + Penalty 2640.830071 = -290912.340811
  nChanged 113
		SP:Iteration 8Q (152505.030000 sec): 3 clusters
  Score: Raw -293648.137190 + Penalty 2640.830071 = -291007.307119
  nChanged 97
		SP:Iteration 9Q (152505.160000 sec): 3 clusters
  Score: Raw -293729.530242 + Penalty 2640.830071 = -291088.700171
  nChanged 80
		SP:Iteration 10Q (152505.320000 sec): 3 clusters
  Score: Raw -293782.424289 + Penalty 2640.830071 = -291141.594217
  nChanged 59
		SP:Iteration 11Q (152505.480000 sec): 3 clusters
  Score: Raw -293828.892471 + Penalty 2640.830071 = -291188.062400
  nChanged 68
		SP:Iteration 12Q (152505.640000 sec): 3 clusters
  Score: Raw -293864.577081 + Penalty 2640.830071 = -291223.747010
  nChanged 41
		SP:Iteration 13Q (152505.800000 sec): 3 clusters
  Score: Raw -293883.561388 + Penalty 2640.830071 = -291242.731317
  nChanged 34
		SP:Iteration 14Q (152505.960000 sec): 3 clusters
  Score: Raw -293899.014264 + Penalty 2640.830071 = -291258.184193
  nChanged 17
		SP:Iteration 15Q (152506.130000 sec): 3 clusters
  Score: Raw -293906.565971 + Penalty 2640.830071 = -291265.735900
  nChanged 15
		SP:Iteration 16Q (152506.280000 sec): 3 clusters
  Score: Raw -293913.419631 + Penalty 2640.830071 = -291272.589560
  nChanged 12
		SP:Iteration 17Q (152506.340000 sec): 3 clusters
  Score: Raw -293917.944632 + Penalty 2640.830071 = -291277.114561
  nChanged 14
		SP:Iteration 18Q (152506.410000 sec): 3 clusters
  Score: Raw -293923.591179 + Penalty 2640.830071 = -291282.761107
  nChanged 5
		SP:Iteration 19Q (152506.470000 sec): 3 clusters
  Score: Raw -293925.372353 + Penalty 2640.830071 = -291284.542282
  nChanged 6
		SP:Iteration 20F (152506.540000 sec): 3 clusters
  Score: Raw -293926.399767 + Penalty 2640.830071 = -291285.569696
  nChanged 4
		SP:Iteration 21Q (152506.610000 sec): 3 clusters
  Score: Raw -293927.909788 + Penalty 2640.830071 = -291287.079717
  nChanged 7
		SP:Iteration 22Q (152506.670000 sec): 3 clusters
  Score: Raw -293929.489017 + Penalty 2640.830071 = -291288.658946
  nChanged 3
		SP:Iteration 23Q (152506.730000 sec): 3 clusters
  Score: Raw -293930.455565 + Penalty 2640.830071 = -291289.625494
  nChanged 3
		SP:Iteration 24Q (152506.800000 sec): 3 clusters
  Score: Raw -293931.566026 + Penalty 2640.830071 = -291290.735955
  nChanged 3
		SP:Iteration 25Q (152506.860000 sec): 3 clusters
  Score: Raw -293932.150090 + Penalty 2640.830071 = -291291.320019
  nChanged 3
		SP:Iteration 26Q (152506.920000 sec): 3 clusters
  Score: Raw -293933.222012 + Penalty 2640.830071 = -291292.391940
  nChanged 3
		SP:Iteration 27Q (152506.990000 sec): 3 clusters
  Score: Raw -293933.933897 + Penalty 2640.830071 = -291293.103826
  nChanged 3
		SP:Iteration 28Q (152507.050000 sec): 3 clusters
  Score: Raw -293934.508306 + Penalty 2640.830071 = -291293.678235
  nChanged 1
		SP:Iteration 29Q (152507.110000 sec): 3 clusters
  Score: Raw -293934.736478 + Penalty 2640.830071 = -291293.906406
  nChanged 1
		SP:Iteration 30Q (152507.180000 sec): 3 clusters
  Score: Raw -293935.474297 + Penalty 2640.830071 = -291294.644226
  nChanged 2
		SP:Iteration 31Q (152507.240000 sec): 3 clusters
  Score: Raw -293936.069774 + Penalty 2640.830071 = -291295.239703
  nChanged 3
		SP:Iteration 32Q (152507.300000 sec): 3 clusters
  Score: Raw -293936.953656 + Penalty 2640.830071 = -291296.123585
  nChanged 2
		SP:Iteration 33Q (152507.370000 sec): 3 clusters
  Score: Raw -293937.122128 + Penalty 2640.830071 = -291296.292057
  nChanged 0
		SP:Iteration 34F (152507.430000 sec): 3 clusters
  Score: Raw -293937.122128 + Penalty 2640.830071 = -291296.292057
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (3114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152507.500000 sec): 2 clusters
  Score: Raw -223131.905050 + Penalty 1307.095295 = -221824.809756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152507.560000 sec): 3 clusters
  Score: Raw -221635.691774 + Penalty 2614.190590 = -219021.501185
  nChanged 1233
		SP:Iteration 1F (152507.620000 sec): 3 clusters
  Score: Raw -222537.192215 + Penalty 2614.190590 = -219923.001625
  nChanged 331
		SP:Iteration 2F (152507.680000 sec): 3 clusters
  Score: Raw -222866.315560 + Penalty 2614.190590 = -220252.124970
  nChanged 217
		SP:Iteration 3F (152507.740000 sec): 3 clusters
  Score: Raw -223060.428931 + Penalty 2614.190590 = -220446.238342
  nChanged 162
		SP:Iteration 4F (152507.810000 sec): 3 clusters
  Score: Raw -223197.614256 + Penalty 2614.190590 = -220583.423666
  nChanged 123
		SP:Iteration 5Q (152507.870000 sec): 3 clusters
  Score: Raw -223284.094670 + Penalty 2614.190590 = -220669.904080
  nChanged 92
		SP:Iteration 6Q (152507.930000 sec): 3 clusters
  Score: Raw -223350.706572 + Penalty 2614.190590 = -220736.515983
  nChanged 65
		SP:Iteration 7Q (152507.990000 sec): 3 clusters
  Score: Raw -223387.860364 + Penalty 2614.190590 = -220773.669774
  nChanged 60
		SP:Iteration 8Q (152508.050000 sec): 3 clusters
  Score: Raw -223422.465828 + Penalty 2614.190590 = -220808.275239
  nChanged 42
		SP:Iteration 9Q (152508.110000 sec): 3 clusters
  Score: Raw -223443.626504 + Penalty 2614.190590 = -220829.435915
  nChanged 48
		SP:Iteration 10Q (152508.170000 sec): 3 clusters
  Score: Raw -223466.768951 + Penalty 2614.190590 = -220852.578361
  nChanged 41
		SP:Iteration 11Q (152508.240000 sec): 3 clusters
  Score: Raw -223487.230308 + Penalty 2614.190590 = -220873.039719
  nChanged 35
		SP:Iteration 12Q (152508.300000 sec): 3 clusters
  Score: Raw -223501.319125 + Penalty 2614.190590 = -220887.128536
  nChanged 23
		SP:Iteration 13Q (152508.390000 sec): 3 clusters
  Score: Raw -223512.947410 + Penalty 2614.190590 = -220898.756821
  nChanged 23
		SP:Iteration 14Q (152508.570000 sec): 3 clusters
  Score: Raw -223523.144750 + Penalty 2614.190590 = -220908.954161
  nChanged 16
		SP:Iteration 15Q (152508.750000 sec): 3 clusters
  Score: Raw -223529.953918 + Penalty 2614.190590 = -220915.763329
  nChanged 14
		SP:Iteration 16Q (152508.920000 sec): 3 clusters
  Score: Raw -223534.863639 + Penalty 2614.190590 = -220920.673049
  nChanged 12
		SP:Iteration 17Q (152509.100000 sec): 3 clusters
  Score: Raw -223538.942269 + Penalty 2614.190590 = -220924.751680
  nChanged 15
		SP:Iteration 18Q (152509.270000 sec): 3 clusters
  Score: Raw -223545.808209 + Penalty 2614.190590 = -220931.617619
  nChanged 16
		SP:Iteration 19Q (152509.450000 sec): 3 clusters
  Score: Raw -223552.533929 + Penalty 2614.190590 = -220938.343339
  nChanged 12
		SP:Iteration 20F (152509.630000 sec): 3 clusters
  Score: Raw -223559.971484 + Penalty 2614.190590 = -220945.780895
  nChanged 16
		SP:Iteration 21Q (152509.850000 sec): 3 clusters
  Score: Raw -223566.313534 + Penalty 2614.190590 = -220952.122945
  nChanged 11
		SP:Iteration 22Q (152510.000000 sec): 3 clusters
  Score: Raw -223570.616975 + Penalty 2614.190590 = -220956.426385
  nChanged 9
		SP:Iteration 23Q (152510.170000 sec): 3 clusters
  Score: Raw -223574.528140 + Penalty 2614.190590 = -220960.337551
  nChanged 8
		SP:Iteration 24Q (152510.350000 sec): 3 clusters
  Score: Raw -223576.628786 + Penalty 2614.190590 = -220962.438196
  nChanged 6
		SP:Iteration 25Q (152510.530000 sec): 3 clusters
  Score: Raw -223577.823087 + Penalty 2614.190590 = -220963.632497
  nChanged 3
		SP:Iteration 26Q (152510.700000 sec): 3 clusters
  Score: Raw -223578.283597 + Penalty 2614.190590 = -220964.093007
  nChanged 1
		SP:Iteration 27Q (152510.880000 sec): 3 clusters
  Score: Raw -223578.468352 + Penalty 2614.190590 = -220964.277762
  nChanged 0
		SP:Iteration 28F (152511.050000 sec): 3 clusters
  Score: Raw -223578.468352 + Penalty 2614.190590 = -220964.277762
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (4472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152511.150000 sec): 2 clusters
  Score: Raw -308327.315568 + Penalty 1365.908540 = -306961.407028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152511.410000 sec): 3 clusters
  Score: Raw -306091.182307 + Penalty 2731.817080 = -303359.365228
  nChanged 1788
		SP:Iteration 1F (152511.590000 sec): 3 clusters
  Score: Raw -307365.585951 + Penalty 2731.817080 = -304633.768871
  nChanged 441
		SP:Iteration 2F (152511.730000 sec): 3 clusters
  Score: Raw -307795.341860 + Penalty 2731.817080 = -305063.524780
  nChanged 369
		SP:Iteration 3F (152511.910000 sec): 3 clusters
  Score: Raw -308154.010849 + Penalty 2731.817080 = -305422.193769
  nChanged 300
		SP:Iteration 4F (152512.090000 sec): 3 clusters
  Score: Raw -308414.586385 + Penalty 2731.817080 = -305682.769305
  nChanged 244
		SP:Iteration 5F (152512.260000 sec): 3 clusters
  Score: Raw -308604.473982 + Penalty 2731.817080 = -305872.656902
  nChanged 174
		SP:Iteration 6Q (152512.440000 sec): 3 clusters
  Score: Raw -308716.854200 + Penalty 2731.817080 = -305985.037120
  nChanged 119
		SP:Iteration 7Q (152512.610000 sec): 3 clusters
  Score: Raw -308784.373130 + Penalty 2731.817080 = -306052.556050
  nChanged 105
		SP:Iteration 8Q (152512.790000 sec): 3 clusters
  Score: Raw -308841.138072 + Penalty 2731.817080 = -306109.320992
  nChanged 79
		SP:Iteration 9Q (152512.960000 sec): 3 clusters
  Score: Raw -308882.462815 + Penalty 2731.817080 = -306150.645736
  nChanged 69
		SP:Iteration 10Q (152513.140000 sec): 3 clusters
  Score: Raw -308913.748795 + Penalty 2731.817080 = -306181.931715
  nChanged 71
		SP:Iteration 11Q (152513.310000 sec): 3 clusters
  Score: Raw -308944.161634 + Penalty 2731.817080 = -306212.344554
  nChanged 52
		SP:Iteration 12Q (152513.490000 sec): 3 clusters
  Score: Raw -308961.855911 + Penalty 2731.817080 = -306230.038832
  nChanged 39
		SP:Iteration 13Q (152513.670000 sec): 3 clusters
  Score: Raw -308974.272048 + Penalty 2731.817080 = -306242.454968
  nChanged 30
		SP:Iteration 14Q (152513.840000 sec): 3 clusters
  Score: Raw -308984.698073 + Penalty 2731.817080 = -306252.880993
  nChanged 31
		SP:Iteration 15Q (152514.020000 sec): 3 clusters
  Score: Raw -308993.912094 + Penalty 2731.817080 = -306262.095014
  nChanged 18
		SP:Iteration 16Q (152514.190000 sec): 3 clusters
  Score: Raw -308999.739709 + Penalty 2731.817080 = -306267.922629
  nChanged 15
		SP:Iteration 17Q (152514.370000 sec): 3 clusters
  Score: Raw -309003.873015 + Penalty 2731.817080 = -306272.055936
  nChanged 19
		SP:Iteration 18Q (152514.550000 sec): 3 clusters
  Score: Raw -309009.042929 + Penalty 2731.817080 = -306277.225849
  nChanged 9
		SP:Iteration 19Q (152514.720000 sec): 3 clusters
  Score: Raw -309011.455025 + Penalty 2731.817080 = -306279.637945
  nChanged 6
		SP:Iteration 20F (152514.900000 sec): 3 clusters
  Score: Raw -309013.419807 + Penalty 2731.817080 = -306281.602727
  nChanged 4
		SP:Iteration 21Q (152515.070000 sec): 3 clusters
  Score: Raw -309014.343097 + Penalty 2731.817080 = -306282.526017
  nChanged 5
		SP:Iteration 22Q (152515.250000 sec): 3 clusters
  Score: Raw -309015.740017 + Penalty 2731.817080 = -306283.922937
  nChanged 6
		SP:Iteration 23Q (152515.430000 sec): 3 clusters
  Score: Raw -309017.217849 + Penalty 2731.817080 = -306285.400769
  nChanged 6
		SP:Iteration 24Q (152515.600000 sec): 3 clusters
  Score: Raw -309018.110076 + Penalty 2731.817080 = -306286.292997
  nChanged 6
		SP:Iteration 25Q (152515.780000 sec): 3 clusters
  Score: Raw -309019.500726 + Penalty 2731.817080 = -306287.683646
  nChanged 7
		SP:Iteration 26Q (152515.950000 sec): 3 clusters
  Score: Raw -309021.704053 + Penalty 2731.817080 = -306289.886973
  nChanged 6
		SP:Iteration 27Q (152516.130000 sec): 3 clusters
  Score: Raw -309023.109951 + Penalty 2731.817080 = -306291.292871
  nChanged 6
		SP:Iteration 28Q (152516.310000 sec): 3 clusters
  Score: Raw -309024.316335 + Penalty 2731.817080 = -306292.499255
  nChanged 4
		SP:Iteration 29Q (152516.480000 sec): 3 clusters
  Score: Raw -309025.100464 + Penalty 2731.817080 = -306293.283384
  nChanged 4
		SP:Iteration 30Q (152516.650000 sec): 3 clusters
  Score: Raw -309025.755065 + Penalty 2731.817080 = -306293.937985
  nChanged 5
		SP:Iteration 31Q (152516.830000 sec): 3 clusters
  Score: Raw -309027.026761 + Penalty 2731.817080 = -306295.209681
  nChanged 4
		SP:Iteration 32Q (152517.010000 sec): 3 clusters
  Score: Raw -309027.759078 + Penalty 2731.817080 = -306295.941998
  nChanged 4
		SP:Iteration 33Q (152517.180000 sec): 3 clusters
  Score: Raw -309028.734558 + Penalty 2731.817080 = -306296.917478
  nChanged 5
		SP:Iteration 34Q (152517.360000 sec): 3 clusters
  Score: Raw -309030.043430 + Penalty 2731.817080 = -306298.226350
  nChanged 5
		SP:Iteration 35Q (152517.530000 sec): 3 clusters
  Score: Raw -309031.254323 + Penalty 2731.817080 = -306299.437243
  nChanged 5
		SP:Iteration 36Q (152517.710000 sec): 3 clusters
  Score: Raw -309032.959655 + Penalty 2731.817080 = -306301.142575
  nChanged 2
		SP:Iteration 37Q (152517.890000 sec): 3 clusters
  Score: Raw -309033.160800 + Penalty 2731.817080 = -306301.343720
  nChanged 1
		SP:Iteration 38Q (152518.060000 sec): 3 clusters
  Score: Raw -309033.347779 + Penalty 2731.817080 = -306301.530699
  nChanged 1
		SP:Iteration 39Q (152518.240000 sec): 3 clusters
  Score: Raw -309033.415751 + Penalty 2731.817080 = -306301.598671
  nChanged 1
		SP:Iteration 40F (152518.410000 sec): 3 clusters
  Score: Raw -309033.522571 + Penalty 2731.817080 = -306301.705491
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (1995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152518.490000 sec): 2 clusters
  Score: Raw -185780.586420 + Penalty 1234.739891 = -184545.846529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152518.670000 sec): 3 clusters
  Score: Raw -184910.890205 + Penalty 2469.479782 = -182441.410423
  nChanged 697
		SP:Iteration 1F (152518.850000 sec): 3 clusters
  Score: Raw -185345.868005 + Penalty 2469.479782 = -182876.388223
  nChanged 164
		SP:Iteration 2F (152519.020000 sec): 3 clusters
  Score: Raw -185448.420160 + Penalty 2469.479782 = -182978.940378
  nChanged 75
		SP:Iteration 3Q (152519.200000 sec): 3 clusters
  Score: Raw -185497.715133 + Penalty 2469.479782 = -183028.235351
  nChanged 50
		SP:Iteration 4Q (152519.370000 sec): 3 clusters
  Score: Raw -185527.515841 + Penalty 2469.479782 = -183058.036059
  nChanged 44
		SP:Iteration 5Q (152519.550000 sec): 3 clusters
  Score: Raw -185558.719417 + Penalty 2469.479782 = -183089.239635
  nChanged 43
		SP:Iteration 6Q (152519.730000 sec): 3 clusters
  Score: Raw -185588.987330 + Penalty 2469.479782 = -183119.507548
  nChanged 45
		SP:Iteration 7Q (152519.900000 sec): 3 clusters
  Score: Raw -185619.084794 + Penalty 2469.479782 = -183149.605012
  nChanged 34
		SP:Iteration 8Q (152520.080000 sec): 3 clusters
  Score: Raw -185636.999489 + Penalty 2469.479782 = -183167.519707
  nChanged 38
		SP:Iteration 9Q (152520.250000 sec): 3 clusters
  Score: Raw -185662.983764 + Penalty 2469.479782 = -183193.503982
  nChanged 35
		SP:Iteration 10Q (152520.430000 sec): 3 clusters
  Score: Raw -185685.425080 + Penalty 2469.479782 = -183215.945298
  nChanged 25
		SP:Iteration 11Q (152520.600000 sec): 3 clusters
  Score: Raw -185699.879398 + Penalty 2469.479782 = -183230.399616
  nChanged 22
		SP:Iteration 12Q (152520.770000 sec): 3 clusters
  Score: Raw -185712.016658 + Penalty 2469.479782 = -183242.536876
  nChanged 28
		SP:Iteration 13Q (152520.930000 sec): 3 clusters
  Score: Raw -185730.637452 + Penalty 2469.479782 = -183261.157670
  nChanged 21
		SP:Iteration 14Q (152521.090000 sec): 3 clusters
  Score: Raw -185743.218120 + Penalty 2469.479782 = -183273.738338
  nChanged 22
		SP:Iteration 15Q (152521.250000 sec): 3 clusters
  Score: Raw -185755.522907 + Penalty 2469.479782 = -183286.043125
  nChanged 18
		SP:Iteration 16Q (152521.420000 sec): 3 clusters
  Score: Raw -185766.549755 + Penalty 2469.479782 = -183297.069973
  nChanged 16
		SP:Iteration 17Q (152521.580000 sec): 3 clusters
  Score: Raw -185777.581162 + Penalty 2469.479782 = -183308.101380
  nChanged 16
		SP:Iteration 18Q (152521.750000 sec): 3 clusters
  Score: Raw -185787.814068 + Penalty 2469.479782 = -183318.334286
  nChanged 18
		SP:Iteration 19Q (152521.910000 sec): 3 clusters
  Score: Raw -185798.657302 + Penalty 2469.479782 = -183329.177520
  nChanged 15
		SP:Iteration 20F (152522.070000 sec): 3 clusters
  Score: Raw -185810.996965 + Penalty 2469.479782 = -183341.517183
  nChanged 13
		SP:Iteration 21Q (152522.250000 sec): 3 clusters
  Score: Raw -185819.127987 + Penalty 2469.479782 = -183349.648205
  nChanged 7
		SP:Iteration 22Q (152522.430000 sec): 3 clusters
  Score: Raw -185824.113463 + Penalty 2469.479782 = -183354.633681
  nChanged 5
		SP:Iteration 23Q (152522.600000 sec): 3 clusters
  Score: Raw -185826.955671 + Penalty 2469.479782 = -183357.475889
  nChanged 7
		SP:Iteration 24Q (152522.780000 sec): 3 clusters
  Score: Raw -185831.234474 + Penalty 2469.479782 = -183361.754692
  nChanged 4
		SP:Iteration 25Q (152522.950000 sec): 3 clusters
  Score: Raw -185834.362751 + Penalty 2469.479782 = -183364.882969
  nChanged 8
		SP:Iteration 26Q (152523.130000 sec): 3 clusters
  Score: Raw -185839.054499 + Penalty 2469.479782 = -183369.574717
  nChanged 6
		SP:Iteration 27Q (152523.310000 sec): 3 clusters
  Score: Raw -185842.153906 + Penalty 2469.479782 = -183372.674124
  nChanged 6
		SP:Iteration 28Q (152523.480000 sec): 3 clusters
  Score: Raw -185845.709099 + Penalty 2469.479782 = -183376.229317
  nChanged 8
		SP:Iteration 29Q (152523.660000 sec): 3 clusters
  Score: Raw -185851.031922 + Penalty 2469.479782 = -183381.552140
  nChanged 8
		SP:Iteration 30Q (152523.830000 sec): 3 clusters
  Score: Raw -185855.630452 + Penalty 2469.479782 = -183386.150670
  nChanged 3
		SP:Iteration 31Q (152524.010000 sec): 3 clusters
  Score: Raw -185857.528742 + Penalty 2469.479782 = -183388.048960
  nChanged 5
		SP:Iteration 32Q (152524.180000 sec): 3 clusters
  Score: Raw -185860.500203 + Penalty 2469.479782 = -183391.020421
  nChanged 3
		SP:Iteration 33Q (152524.360000 sec): 3 clusters
  Score: Raw -185862.203270 + Penalty 2469.479782 = -183392.723488
  nChanged 2
		SP:Iteration 34Q (152524.530000 sec): 3 clusters
  Score: Raw -185863.631703 + Penalty 2469.479782 = -183394.151921
  nChanged 2
		SP:Iteration 35Q (152524.710000 sec): 3 clusters
  Score: Raw -185864.677828 + Penalty 2469.479782 = -183395.198046
  nChanged 2
		SP:Iteration 36Q (152524.890000 sec): 3 clusters
  Score: Raw -185866.144466 + Penalty 2469.479782 = -183396.664684
  nChanged 2
		SP:Iteration 37Q (152525.060000 sec): 3 clusters
  Score: Raw -185869.315019 + Penalty 2469.479782 = -183399.835237
  nChanged 6
		SP:Iteration 38Q (152525.240000 sec): 3 clusters
  Score: Raw -185875.817877 + Penalty 2469.479782 = -183406.338095
  nChanged 8
		SP:Iteration 39Q (152525.410000 sec): 3 clusters
  Score: Raw -185881.561175 + Penalty 2469.479782 = -183412.081393
  nChanged 7
		SP:Iteration 40F (152525.590000 sec): 3 clusters
  Score: Raw -185884.751246 + Penalty 2469.479782 = -183415.271464
  nChanged 1
		SP:Iteration 41Q (152525.700000 sec): 3 clusters
  Score: Raw -185885.262672 + Penalty 2469.479782 = -183415.782890
  nChanged 0
		SP:Iteration 42F (152525.740000 sec): 3 clusters
  Score: Raw -185885.262672 + Penalty 2469.479782 = -183415.782890
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (6237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152525.820000 sec): 2 clusters
  Score: Raw -568012.101315 + Penalty 1419.966369 = -566592.134946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152525.940000 sec): 3 clusters
  Score: Raw -564724.929324 + Penalty 2839.932737 = -561884.996586
  nChanged 2583
		SP:Iteration 1F (152526.140000 sec): 3 clusters
  Score: Raw -566317.183212 + Penalty 2839.932737 = -563477.250475
  nChanged 469
		SP:Iteration 2F (152526.310000 sec): 3 clusters
  Score: Raw -566608.254771 + Penalty 2839.932737 = -563768.322034
  nChanged 357
		SP:Iteration 3F (152526.510000 sec): 3 clusters
  Score: Raw -566809.058401 + Penalty 2839.932737 = -563969.125663
  nChanged 274
		SP:Iteration 4Q (152526.730000 sec): 3 clusters
  Score: Raw -566945.822049 + Penalty 2839.932737 = -564105.889312
  nChanged 243
		SP:Iteration 5Q (152526.840000 sec): 3 clusters
  Score: Raw -567074.912492 + Penalty 2839.932737 = -564234.979754
  nChanged 220
		SP:Iteration 6Q (152527.020000 sec): 3 clusters
  Score: Raw -567171.346507 + Penalty 2839.932737 = -564331.413770
  nChanged 163
		SP:Iteration 7Q (152527.230000 sec): 3 clusters
  Score: Raw -567236.392865 + Penalty 2839.932737 = -564396.460128
  nChanged 142
		SP:Iteration 8Q (152527.440000 sec): 3 clusters
  Score: Raw -567287.825096 + Penalty 2839.932737 = -564447.892358
  nChanged 106
		SP:Iteration 9Q (152527.650000 sec): 3 clusters
  Score: Raw -567326.356781 + Penalty 2839.932737 = -564486.424044
  nChanged 106
		SP:Iteration 10Q (152527.860000 sec): 3 clusters
  Score: Raw -567364.331783 + Penalty 2839.932737 = -564524.399046
  nChanged 106
		SP:Iteration 11Q (152528.070000 sec): 3 clusters
  Score: Raw -567407.015367 + Penalty 2839.932737 = -564567.082630
  nChanged 112
		SP:Iteration 12Q (152528.280000 sec): 3 clusters
  Score: Raw -567453.280370 + Penalty 2839.932737 = -564613.347633
  nChanged 108
		SP:Iteration 13Q (152528.490000 sec): 3 clusters
  Score: Raw -567509.901217 + Penalty 2839.932737 = -564669.968480
  nChanged 119
		SP:Iteration 14Q (152528.700000 sec): 3 clusters
  Score: Raw -567571.319556 + Penalty 2839.932737 = -564731.386819
  nChanged 121
		SP:Iteration 15Q (152528.910000 sec): 3 clusters
  Score: Raw -567636.396528 + Penalty 2839.932737 = -564796.463790
  nChanged 125
		SP:Iteration 16Q (152529.120000 sec): 3 clusters
  Score: Raw -567719.021058 + Penalty 2839.932737 = -564879.088321
  nChanged 142
		SP:Iteration 17Q (152529.330000 sec): 3 clusters
  Score: Raw -567812.296181 + Penalty 2839.932737 = -564972.363443
  nChanged 132
		SP:Iteration 18Q (152529.540000 sec): 3 clusters
  Score: Raw -567890.964065 + Penalty 2839.932737 = -565051.031327
  nChanged 124
		SP:Iteration 19Q (152529.760000 sec): 3 clusters
  Score: Raw -567954.513820 + Penalty 2839.932737 = -565114.581082
  nChanged 107
		SP:Iteration 20F (152529.960000 sec): 3 clusters
  Score: Raw -568015.651896 + Penalty 2839.932737 = -565175.719158
  nChanged 90
		SP:Iteration 21Q (152530.180000 sec): 3 clusters
  Score: Raw -568059.261583 + Penalty 2839.932737 = -565219.328846
  nChanged 84
		SP:Iteration 22Q (152530.340000 sec): 3 clusters
  Score: Raw -568104.191923 + Penalty 2839.932737 = -565264.259186
  nChanged 70
		SP:Iteration 23Q (152530.510000 sec): 3 clusters
  Score: Raw -568138.129165 + Penalty 2839.932737 = -565298.196428
  nChanged 63
		SP:Iteration 24Q (152530.680000 sec): 3 clusters
  Score: Raw -568167.726277 + Penalty 2839.932737 = -565327.793540
  nChanged 61
		SP:Iteration 25Q (152530.840000 sec): 3 clusters
  Score: Raw -568193.620615 + Penalty 2839.932737 = -565353.687878
  nChanged 54
		SP:Iteration 26Q (152531.010000 sec): 3 clusters
  Score: Raw -568211.732274 + Penalty 2839.932737 = -565371.799537
  nChanged 34
		SP:Iteration 27Q (152531.170000 sec): 3 clusters
  Score: Raw -568220.955339 + Penalty 2839.932737 = -565381.022602
  nChanged 18
		SP:Iteration 28Q (152531.370000 sec): 3 clusters
  Score: Raw -568226.260938 + Penalty 2839.932737 = -565386.328201
  nChanged 13
		SP:Iteration 29Q (152531.560000 sec): 3 clusters
  Score: Raw -568230.046606 + Penalty 2839.932737 = -565390.113869
  nChanged 17
		SP:Iteration 30Q (152531.770000 sec): 3 clusters
  Score: Raw -568234.835405 + Penalty 2839.932737 = -565394.902667
  nChanged 15
		SP:Iteration 31Q (152531.920000 sec): 3 clusters
  Score: Raw -568239.032631 + Penalty 2839.932737 = -565399.099894
  nChanged 14
		SP:Iteration 32Q (152532.090000 sec): 3 clusters
  Score: Raw -568242.680875 + Penalty 2839.932737 = -565402.748137
  nChanged 15
		SP:Iteration 33Q (152532.250000 sec): 3 clusters
  Score: Raw -568246.479518 + Penalty 2839.932737 = -565406.546781
  nChanged 11
		SP:Iteration 34Q (152532.420000 sec): 3 clusters
  Score: Raw -568248.909025 + Penalty 2839.932737 = -565408.976288
  nChanged 11
		SP:Iteration 35Q (152532.620000 sec): 3 clusters
  Score: Raw -568251.945511 + Penalty 2839.932737 = -565412.012774
  nChanged 9
		SP:Iteration 36Q (152532.800000 sec): 3 clusters
  Score: Raw -568254.302459 + Penalty 2839.932737 = -565414.369721
  nChanged 14
		SP:Iteration 37Q (152533.010000 sec): 3 clusters
  Score: Raw -568258.183187 + Penalty 2839.932737 = -565418.250449
  nChanged 19
		SP:Iteration 38Q (152533.190000 sec): 3 clusters
  Score: Raw -568263.931768 + Penalty 2839.932737 = -565423.999031
  nChanged 27
		SP:Iteration 39Q (152533.310000 sec): 3 clusters
  Score: Raw -568272.904657 + Penalty 2839.932737 = -565432.971920
  nChanged 30
		SP:Iteration 40F (152533.420000 sec): 3 clusters
  Score: Raw -568283.034293 + Penalty 2839.932737 = -565443.101555
  nChanged 35
		SP:Iteration 41Q (152533.530000 sec): 3 clusters
  Score: Raw -568295.818172 + Penalty 2839.932737 = -565455.885434
  nChanged 37
		SP:Iteration 42Q (152533.630000 sec): 3 clusters
  Score: Raw -568306.635515 + Penalty 2839.932737 = -565466.702778
  nChanged 37
		SP:Iteration 43Q (152533.730000 sec): 3 clusters
  Score: Raw -568320.901789 + Penalty 2839.932737 = -565480.969052
  nChanged 40
		SP:Iteration 44Q (152533.840000 sec): 3 clusters
  Score: Raw -568337.750891 + Penalty 2839.932737 = -565497.818153
  nChanged 40
		SP:Iteration 45Q (152533.940000 sec): 3 clusters
  Score: Raw -568350.782596 + Penalty 2839.932737 = -565510.849859
  nChanged 37
		SP:Iteration 46Q (152534.050000 sec): 3 clusters
  Score: Raw -568363.819387 + Penalty 2839.932737 = -565523.886650
  nChanged 39
		SP:Iteration 47Q (152534.150000 sec): 3 clusters
  Score: Raw -568375.763993 + Penalty 2839.932737 = -565535.831255
  nChanged 33
		SP:Iteration 48Q (152534.260000 sec): 3 clusters
  Score: Raw -568385.346485 + Penalty 2839.932737 = -565545.413748
  nChanged 23
		SP:Iteration 49Q (152534.480000 sec): 3 clusters
  Score: Raw -568395.416770 + Penalty 2839.932737 = -565555.484033
  nChanged 30
		SP:Iteration 50Q (152534.650000 sec): 3 clusters
  Score: Raw -568408.643426 + Penalty 2839.932737 = -565568.710689
  nChanged 33
		SP:Iteration 51Q (152534.830000 sec): 3 clusters
  Score: Raw -568420.547808 + Penalty 2839.932737 = -565580.615070
  nChanged 37
		SP:Iteration 52Q (152535.050000 sec): 3 clusters
  Score: Raw -568431.252157 + Penalty 2839.932737 = -565591.319419
  nChanged 31
		SP:Iteration 53Q (152535.210000 sec): 3 clusters
  Score: Raw -568439.900035 + Penalty 2839.932737 = -565599.967297
  nChanged 27
		SP:Iteration 54Q (152535.390000 sec): 3 clusters
  Score: Raw -568446.950325 + Penalty 2839.932737 = -565607.017588
  nChanged 24
		SP:Iteration 55Q (152535.570000 sec): 3 clusters
  Score: Raw -568455.652051 + Penalty 2839.932737 = -565615.719314
  nChanged 36
		SP:Iteration 56Q (152535.780000 sec): 3 clusters
  Score: Raw -568469.631694 + Penalty 2839.932737 = -565629.698957
  nChanged 37
		SP:Iteration 57Q (152535.910000 sec): 3 clusters
  Score: Raw -568481.823672 + Penalty 2839.932737 = -565641.890934
  nChanged 26
		SP:Iteration 58Q (152536.090000 sec): 3 clusters
  Score: Raw -568490.874545 + Penalty 2839.932737 = -565650.941807
  nChanged 27
		SP:Iteration 59Q (152536.250000 sec): 3 clusters
  Score: Raw -568498.782751 + Penalty 2839.932737 = -565658.850013
  nChanged 36
		SP:Iteration 60F (152536.460000 sec): 3 clusters
  Score: Raw -568511.101960 + Penalty 2839.932737 = -565671.169223
  nChanged 36
		SP:Iteration 61Q (152536.620000 sec): 3 clusters
  Score: Raw -568522.307811 + Penalty 2839.932737 = -565682.375074
  nChanged 27
		SP:Iteration 62Q (152536.790000 sec): 3 clusters
  Score: Raw -568531.157287 + Penalty 2839.932737 = -565691.224550
  nChanged 36
		SP:Iteration 63Q (152536.960000 sec): 3 clusters
  Score: Raw -568543.556218 + Penalty 2839.932737 = -565703.623480
  nChanged 41
		SP:Iteration 64Q (152537.130000 sec): 3 clusters
  Score: Raw -568557.725145 + Penalty 2839.932737 = -565717.792408
  nChanged 38
		SP:Iteration 65Q (152537.290000 sec): 3 clusters
  Score: Raw -568573.617255 + Penalty 2839.932737 = -565733.684518
  nChanged 40
		SP:Iteration 66Q (152537.460000 sec): 3 clusters
  Score: Raw -568599.833803 + Penalty 2839.932737 = -565759.901065
  nChanged 59
		SP:Iteration 67Q (152537.630000 sec): 3 clusters
  Score: Raw -568635.069263 + Penalty 2839.932737 = -565795.136526
  nChanged 66
		SP:Iteration 68Q (152537.790000 sec): 3 clusters
  Score: Raw -568678.881346 + Penalty 2839.932737 = -565838.948609
  nChanged 80
		SP:Iteration 69Q (152537.960000 sec): 3 clusters
  Score: Raw -568736.046618 + Penalty 2839.932737 = -565896.113880
  nChanged 83
		SP:Iteration 70Q (152538.130000 sec): 3 clusters
  Score: Raw -568791.741727 + Penalty 2839.932737 = -565951.808990
  nChanged 73
		SP:Iteration 71Q (152538.290000 sec): 3 clusters
  Score: Raw -568842.306676 + Penalty 2839.932737 = -566002.373939
  nChanged 58
		SP:Iteration 72Q (152538.460000 sec): 3 clusters
  Score: Raw -568878.309583 + Penalty 2839.932737 = -566038.376846
  nChanged 62
		SP:Iteration 73Q (152538.630000 sec): 3 clusters
  Score: Raw -568908.358808 + Penalty 2839.932737 = -566068.426070
  nChanged 45
		SP:Iteration 74Q (152538.830000 sec): 3 clusters
  Score: Raw -568927.363403 + Penalty 2839.932737 = -566087.430666
  nChanged 34
		SP:Iteration 75Q (152539.030000 sec): 3 clusters
  Score: Raw -568938.046458 + Penalty 2839.932737 = -566098.113720
  nChanged 22
		SP:Iteration 76Q (152539.190000 sec): 3 clusters
  Score: Raw -568945.241678 + Penalty 2839.932737 = -566105.308941
  nChanged 20
		SP:Iteration 77Q (152539.410000 sec): 3 clusters
  Score: Raw -568950.841296 + Penalty 2839.932737 = -566110.908559
  nChanged 14
		SP:Iteration 78Q (152539.580000 sec): 3 clusters
  Score: Raw -568954.540372 + Penalty 2839.932737 = -566114.607634
  nChanged 10
		SP:Iteration 79Q (152539.750000 sec): 3 clusters
  Score: Raw -568956.753347 + Penalty 2839.932737 = -566116.820610
  nChanged 9
		SP:Iteration 80F (152539.860000 sec): 3 clusters
  Score: Raw -568963.103166 + Penalty 2839.932737 = -566123.170429
  nChanged 15
		SP:Iteration 81Q (152539.960000 sec): 3 clusters
  Score: Raw -568967.726204 + Penalty 2839.932737 = -566127.793467
  nChanged 13
		SP:Iteration 82Q (152540.150000 sec): 3 clusters
  Score: Raw -568970.371161 + Penalty 2839.932737 = -566130.438424
  nChanged 8
		SP:Iteration 83Q (152540.310000 sec): 3 clusters
  Score: Raw -568971.592167 + Penalty 2839.932737 = -566131.659430
  nChanged 3
		SP:Iteration 84Q (152540.480000 sec): 3 clusters
  Score: Raw -568972.301309 + Penalty 2839.932737 = -566132.368571
  nChanged 3
		SP:Iteration 85Q (152540.640000 sec): 3 clusters
  Score: Raw -568972.802512 + Penalty 2839.932737 = -566132.869775
  nChanged 4
		SP:Iteration 86Q (152540.810000 sec): 3 clusters
  Score: Raw -568973.399109 + Penalty 2839.932737 = -566133.466372
  nChanged 3
		SP:Iteration 87Q (152540.970000 sec): 3 clusters
  Score: Raw -568974.014805 + Penalty 2839.932737 = -566134.082067
  nChanged 4
		SP:Iteration 88Q (152541.140000 sec): 3 clusters
  Score: Raw -568974.604397 + Penalty 2839.932737 = -566134.671660
  nChanged 5
		SP:Iteration 89Q (152541.310000 sec): 3 clusters
  Score: Raw -568975.959171 + Penalty 2839.932737 = -566136.026433
  nChanged 10
		SP:Iteration 90Q (152541.470000 sec): 3 clusters
  Score: Raw -568978.428359 + Penalty 2839.932737 = -566138.495622
  nChanged 7
		SP:Iteration 91Q (152541.640000 sec): 3 clusters
  Score: Raw -568979.911418 + Penalty 2839.932737 = -566139.978681
  nChanged 6
		SP:Iteration 92Q (152541.850000 sec): 3 clusters
  Score: Raw -568980.999706 + Penalty 2839.932737 = -566141.066969
  nChanged 5
		SP:Iteration 93Q (152542.010000 sec): 3 clusters
  Score: Raw -568982.116790 + Penalty 2839.932737 = -566142.184052
  nChanged 6
		SP:Iteration 94Q (152542.180000 sec): 3 clusters
  Score: Raw -568983.254666 + Penalty 2839.932737 = -566143.321929
  nChanged 2
		SP:Iteration 95Q (152542.390000 sec): 3 clusters
  Score: Raw -568983.700658 + Penalty 2839.932737 = -566143.767920
  nChanged 3
		SP:Iteration 96Q (152542.560000 sec): 3 clusters
  Score: Raw -568984.096543 + Penalty 2839.932737 = -566144.163806
  nChanged 2
		SP:Iteration 97Q (152542.720000 sec): 3 clusters
  Score: Raw -568984.509133 + Penalty 2839.932737 = -566144.576396
  nChanged 5
		SP:Iteration 98Q (152542.890000 sec): 3 clusters
  Score: Raw -568986.172658 + Penalty 2839.932737 = -566146.239920
  nChanged 2
		SP:Iteration 99Q (152543.050000 sec): 3 clusters
  Score: Raw -568986.436383 + Penalty 2839.932737 = -566146.503646
  nChanged 4
		SP:Iteration 100F (152543.260000 sec): 3 clusters
  Score: Raw -568987.321259 + Penalty 2839.932737 = -566147.388522
  nChanged 7
		SP:Iteration 101Q (152543.430000 sec): 3 clusters
  Score: Raw -568988.987508 + Penalty 2839.932737 = -566149.054771
  nChanged 10
		SP:Iteration 102Q (152543.600000 sec): 3 clusters
  Score: Raw -568991.335843 + Penalty 2839.932737 = -566151.403105
  nChanged 12
		SP:Iteration 103Q (152543.760000 sec): 3 clusters
  Score: Raw -568993.947253 + Penalty 2839.932737 = -566154.014516
  nChanged 6
		SP:Iteration 104Q (152543.930000 sec): 3 clusters
  Score: Raw -568995.157261 + Penalty 2839.932737 = -566155.224523
  nChanged 5
		SP:Iteration 105Q (152544.090000 sec): 3 clusters
  Score: Raw -568995.936445 + Penalty 2839.932737 = -566156.003708
  nChanged 5
		SP:Iteration 106Q (152544.260000 sec): 3 clusters
  Score: Raw -568996.786641 + Penalty 2839.932737 = -566156.853904
  nChanged 8
		SP:Iteration 107Q (152544.450000 sec): 3 clusters
  Score: Raw -568998.200982 + Penalty 2839.932737 = -566158.268245
  nChanged 10
		SP:Iteration 108Q (152544.640000 sec): 3 clusters
  Score: Raw -569001.569505 + Penalty 2839.932737 = -566161.636768
  nChanged 13
		SP:Iteration 109Q (152544.850000 sec): 3 clusters
  Score: Raw -569004.353789 + Penalty 2839.932737 = -566164.421051
  nChanged 8
		SP:Iteration 110Q (152545.040000 sec): 3 clusters
  Score: Raw -569005.646518 + Penalty 2839.932737 = -566165.713781
  nChanged 8
		SP:Iteration 111Q (152545.210000 sec): 3 clusters
  Score: Raw -569008.085440 + Penalty 2839.932737 = -566168.152703
  nChanged 8
		SP:Iteration 112Q (152545.410000 sec): 3 clusters
  Score: Raw -569009.938996 + Penalty 2839.932737 = -566170.006259
  nChanged 6
		SP:Iteration 113Q (152545.580000 sec): 3 clusters
  Score: Raw -569011.127224 + Penalty 2839.932737 = -566171.194487
  nChanged 6
		SP:Iteration 114Q (152545.680000 sec): 3 clusters
  Score: Raw -569012.362958 + Penalty 2839.932737 = -566172.430221
  nChanged 3
		SP:Iteration 115Q (152545.780000 sec): 3 clusters
  Score: Raw -569012.845364 + Penalty 2839.932737 = -566172.912627
  nChanged 2
		SP:Iteration 116Q (152545.900000 sec): 3 clusters
  Score: Raw -569013.069430 + Penalty 2839.932737 = -566173.136692
  nChanged 0
		SP:Iteration 117F (152546.010000 sec): 3 clusters
  Score: Raw -569013.069430 + Penalty 2839.932737 = -566173.136692
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (1939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152546.110000 sec): 2 clusters
  Score: Raw -162569.910557 + Penalty 1230.113244 = -161339.797313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152546.290000 sec): 3 clusters
  Score: Raw -161754.890728 + Penalty 2460.226488 = -159294.664240
  nChanged 698
		SP:Iteration 1F (152546.460000 sec): 3 clusters
  Score: Raw -162262.837178 + Penalty 2460.226488 = -159802.610690
  nChanged 202
		SP:Iteration 2F (152546.640000 sec): 3 clusters
  Score: Raw -162474.070666 + Penalty 2460.226488 = -160013.844178
  nChanged 132
		SP:Iteration 3F (152546.810000 sec): 3 clusters
  Score: Raw -162612.606031 + Penalty 2460.226488 = -160152.379543
  nChanged 100
		SP:Iteration 4F (152546.990000 sec): 3 clusters
  Score: Raw -162717.974140 + Penalty 2460.226488 = -160257.747652
  nChanged 82
		SP:Iteration 5Q (152547.170000 sec): 3 clusters
  Score: Raw -162803.399346 + Penalty 2460.226488 = -160343.172858
  nChanged 58
		SP:Iteration 6Q (152547.340000 sec): 3 clusters
  Score: Raw -162858.107794 + Penalty 2460.226488 = -160397.881306
  nChanged 49
		SP:Iteration 7Q (152547.520000 sec): 3 clusters
  Score: Raw -162899.990027 + Penalty 2460.226488 = -160439.763539
  nChanged 46
		SP:Iteration 8Q (152547.610000 sec): 3 clusters
  Score: Raw -162946.961817 + Penalty 2460.226488 = -160486.735329
  nChanged 44
		SP:Iteration 9Q (152547.650000 sec): 3 clusters
  Score: Raw -162992.926882 + Penalty 2460.226488 = -160532.700394
  nChanged 45
		SP:Iteration 10Q (152547.690000 sec): 3 clusters
  Score: Raw -163030.943193 + Penalty 2460.226488 = -160570.716705
  nChanged 40
		SP:Iteration 11Q (152547.720000 sec): 3 clusters
  Score: Raw -163075.484123 + Penalty 2460.226488 = -160615.257635
  nChanged 36
		SP:Iteration 12Q (152547.760000 sec): 3 clusters
  Score: Raw -163119.772918 + Penalty 2460.226488 = -160659.546430
  nChanged 44
		SP:Iteration 13Q (152547.800000 sec): 3 clusters
  Score: Raw -163172.230538 + Penalty 2460.226488 = -160712.004050
  nChanged 37
		SP:Iteration 14Q (152547.840000 sec): 3 clusters
  Score: Raw -163210.481151 + Penalty 2460.226488 = -160750.254663
  nChanged 37
		SP:Iteration 15Q (152547.880000 sec): 3 clusters
  Score: Raw -163259.120425 + Penalty 2460.226488 = -160798.893937
  nChanged 36
		SP:Iteration 16Q (152547.920000 sec): 3 clusters
  Score: Raw -163302.281990 + Penalty 2460.226488 = -160842.055502
  nChanged 37
		SP:Iteration 17Q (152547.960000 sec): 3 clusters
  Score: Raw -163342.769540 + Penalty 2460.226488 = -160882.543052
  nChanged 28
		SP:Iteration 18Q (152548.000000 sec): 3 clusters
  Score: Raw -163368.461973 + Penalty 2460.226488 = -160908.235485
  nChanged 20
		SP:Iteration 19Q (152548.040000 sec): 3 clusters
  Score: Raw -163387.712724 + Penalty 2460.226488 = -160927.486236
  nChanged 19
		SP:Iteration 20F (152548.080000 sec): 3 clusters
  Score: Raw -163408.807936 + Penalty 2460.226488 = -160948.581448
  nChanged 17
		SP:Iteration 21Q (152548.110000 sec): 3 clusters
  Score: Raw -163427.069773 + Penalty 2460.226488 = -160966.843285
  nChanged 15
		SP:Iteration 22Q (152548.150000 sec): 3 clusters
  Score: Raw -163439.330171 + Penalty 2460.226488 = -160979.103683
  nChanged 12
		SP:Iteration 23Q (152548.190000 sec): 3 clusters
  Score: Raw -163447.875134 + Penalty 2460.226488 = -160987.648646
  nChanged 7
		SP:Iteration 24Q (152548.230000 sec): 3 clusters
  Score: Raw -163451.888465 + Penalty 2460.226488 = -160991.661978
  nChanged 6
		SP:Iteration 25Q (152548.270000 sec): 3 clusters
  Score: Raw -163456.931911 + Penalty 2460.226488 = -160996.705423
  nChanged 3
		SP:Iteration 26Q (152548.310000 sec): 3 clusters
  Score: Raw -163458.693632 + Penalty 2460.226488 = -160998.467144
  nChanged 2
		SP:Iteration 27Q (152548.350000 sec): 3 clusters
  Score: Raw -163460.308671 + Penalty 2460.226488 = -161000.082183
  nChanged 5
		SP:Iteration 28Q (152548.390000 sec): 3 clusters
  Score: Raw -163464.595720 + Penalty 2460.226488 = -161004.369233
  nChanged 4
		SP:Iteration 29Q (152548.430000 sec): 3 clusters
  Score: Raw -163466.263510 + Penalty 2460.226488 = -161006.037022
  nChanged 2
		SP:Iteration 30Q (152548.470000 sec): 3 clusters
  Score: Raw -163467.290171 + Penalty 2460.226488 = -161007.063683
  nChanged 1
		SP:Iteration 31Q (152548.510000 sec): 3 clusters
  Score: Raw -163467.606028 + Penalty 2460.226488 = -161007.379540
  nChanged 1
		SP:Iteration 32Q (152548.550000 sec): 3 clusters
  Score: Raw -163467.855546 + Penalty 2460.226488 = -161007.629058
  nChanged 1
		SP:Iteration 33Q (152548.590000 sec): 3 clusters
  Score: Raw -163467.938707 + Penalty 2460.226488 = -161007.712219
  nChanged 0
		SP:Iteration 34F (152548.620000 sec): 3 clusters
  Score: Raw -163467.938707 + Penalty 2460.226488 = -161007.712219
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (7365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152548.740000 sec): 2 clusters
  Score: Raw -675744.055704 + Penalty 1446.980328 = -674297.075375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152548.890000 sec): 3 clusters
  Score: Raw -671715.584863 + Penalty 2893.960657 = -668821.624206
  nChanged 3144
		SP:Iteration 1F (152549.010000 sec): 3 clusters
  Score: Raw -673893.247266 + Penalty 2893.960657 = -670999.286609
  nChanged 702
		SP:Iteration 2F (152549.120000 sec): 3 clusters
  Score: Raw -674625.928091 + Penalty 2893.960657 = -671731.967434
  nChanged 656
		SP:Iteration 3F (152549.240000 sec): 3 clusters
  Score: Raw -675230.715161 + Penalty 2893.960657 = -672336.754504
  nChanged 529
		SP:Iteration 4F (152549.430000 sec): 3 clusters
  Score: Raw -675699.426717 + Penalty 2893.960657 = -672805.466060
  nChanged 453
		SP:Iteration 5F (152549.580000 sec): 3 clusters
  Score: Raw -676036.557488 + Penalty 2893.960657 = -673142.596831
  nChanged 320
		SP:Iteration 6Q (152549.710000 sec): 3 clusters
  Score: Raw -676212.444220 + Penalty 2893.960657 = -673318.483563
  nChanged 223
		SP:Iteration 7Q (152549.890000 sec): 3 clusters
  Score: Raw -676307.517786 + Penalty 2893.960657 = -673413.557129
  nChanged 154
		SP:Iteration 8Q (152550.090000 sec): 3 clusters
  Score: Raw -676361.931410 + Penalty 2893.960657 = -673467.970753
  nChanged 123
		SP:Iteration 9Q (152550.290000 sec): 3 clusters
  Score: Raw -676405.158177 + Penalty 2893.960657 = -673511.197520
  nChanged 93
		SP:Iteration 10Q (152550.440000 sec): 3 clusters
  Score: Raw -676432.033018 + Penalty 2893.960657 = -673538.072361
  nChanged 72
		SP:Iteration 11Q (152550.550000 sec): 3 clusters
  Score: Raw -676450.762425 + Penalty 2893.960657 = -673556.801768
  nChanged 48
		SP:Iteration 12Q (152550.770000 sec): 3 clusters
  Score: Raw -676461.230542 + Penalty 2893.960657 = -673567.269885
  nChanged 29
		SP:Iteration 13Q (152550.970000 sec): 3 clusters
  Score: Raw -676468.479696 + Penalty 2893.960657 = -673574.519039
  nChanged 34
		SP:Iteration 14Q (152551.180000 sec): 3 clusters
  Score: Raw -676476.212379 + Penalty 2893.960657 = -673582.251722
  nChanged 38
		SP:Iteration 15Q (152551.380000 sec): 3 clusters
  Score: Raw -676483.071031 + Penalty 2893.960657 = -673589.110374
  nChanged 33
		SP:Iteration 16Q (152551.580000 sec): 3 clusters
  Score: Raw -676489.542815 + Penalty 2893.960657 = -673595.582158
  nChanged 30
		SP:Iteration 17Q (152551.780000 sec): 3 clusters
  Score: Raw -676494.831640 + Penalty 2893.960657 = -673600.870983
  nChanged 23
		SP:Iteration 18Q (152551.980000 sec): 3 clusters
  Score: Raw -676497.723980 + Penalty 2893.960657 = -673603.763323
  nChanged 14
		SP:Iteration 19Q (152552.180000 sec): 3 clusters
  Score: Raw -676500.012978 + Penalty 2893.960657 = -673606.052321
  nChanged 15
		SP:Iteration 20F (152552.300000 sec): 3 clusters
  Score: Raw -676501.437746 + Penalty 2893.960657 = -673607.477089
  nChanged 3
		SP:Iteration 21Q (152552.420000 sec): 3 clusters
  Score: Raw -676501.667931 + Penalty 2893.960657 = -673607.707274
  nChanged 6
		SP:Iteration 22Q (152552.620000 sec): 3 clusters
  Score: Raw -676502.456493 + Penalty 2893.960657 = -673608.495837
  nChanged 2
		SP:Iteration 23Q (152552.820000 sec): 3 clusters
  Score: Raw -676502.550717 + Penalty 2893.960657 = -673608.590060
  nChanged 1
		SP:Iteration 24Q (152552.950000 sec): 3 clusters
  Score: Raw -676502.809802 + Penalty 2893.960657 = -673608.849145
  nChanged 2
		SP:Iteration 25Q (152553.060000 sec): 3 clusters
  Score: Raw -676502.923703 + Penalty 2893.960657 = -673608.963046
  nChanged 2
		SP:Iteration 26Q (152553.270000 sec): 3 clusters
  Score: Raw -676503.253085 + Penalty 2893.960657 = -673609.292428
  nChanged 1
		SP:Iteration 27Q (152553.470000 sec): 3 clusters
  Score: Raw -676503.295104 + Penalty 2893.960657 = -673609.334447
  nChanged 1
		SP:Iteration 28Q (152553.670000 sec): 3 clusters
  Score: Raw -676503.363628 + Penalty 2893.960657 = -673609.402971
  nChanged 1
		SP:Iteration 29Q (152553.780000 sec): 3 clusters
  Score: Raw -676503.718364 + Penalty 2893.960657 = -673609.757707
  nChanged 2
		SP:Iteration 30Q (152553.990000 sec): 3 clusters
  Score: Raw -676504.011469 + Penalty 2893.960657 = -673610.050812
  nChanged 1
		SP:Iteration 31Q (152554.110000 sec): 3 clusters
  Score: Raw -676504.098680 + Penalty 2893.960657 = -673610.138023
  nChanged 0
		SP:Iteration 32F (152554.220000 sec): 3 clusters
  Score: Raw -676504.098680 + Penalty 2893.960657 = -673610.138023
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152554.290000 sec): 2 clusters
  Score: Raw -232432.481807 + Penalty 1295.749711 = -231136.732096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152554.360000 sec): 3 clusters
  Score: Raw -231125.844992 + Penalty 2591.499422 = -228534.345569
  nChanged 1084
		SP:Iteration 1F (152554.420000 sec): 3 clusters
  Score: Raw -231889.038572 + Penalty 2591.499422 = -229297.539149
  nChanged 303
		SP:Iteration 2F (152554.470000 sec): 3 clusters
  Score: Raw -232188.142239 + Penalty 2591.499422 = -229596.642817
  nChanged 212
		SP:Iteration 3F (152554.530000 sec): 3 clusters
  Score: Raw -232371.932557 + Penalty 2591.499422 = -229780.433135
  nChanged 145
		SP:Iteration 4Q (152554.580000 sec): 3 clusters
  Score: Raw -232483.168415 + Penalty 2591.499422 = -229891.668993
  nChanged 119
		SP:Iteration 5Q (152554.640000 sec): 3 clusters
  Score: Raw -232562.243222 + Penalty 2591.499422 = -229970.743800
  nChanged 68
		SP:Iteration 6Q (152554.700000 sec): 3 clusters
  Score: Raw -232605.001898 + Penalty 2591.499422 = -230013.502476
  nChanged 61
		SP:Iteration 7Q (152554.760000 sec): 3 clusters
  Score: Raw -232650.300079 + Penalty 2591.499422 = -230058.800656
  nChanged 46
		SP:Iteration 8Q (152554.820000 sec): 3 clusters
  Score: Raw -232679.367503 + Penalty 2591.499422 = -230087.868080
  nChanged 39
		SP:Iteration 9Q (152554.870000 sec): 3 clusters
  Score: Raw -232696.444076 + Penalty 2591.499422 = -230104.944654
  nChanged 24
		SP:Iteration 10Q (152554.930000 sec): 3 clusters
  Score: Raw -232711.463018 + Penalty 2591.499422 = -230119.963596
  nChanged 26
		SP:Iteration 11Q (152554.990000 sec): 3 clusters
  Score: Raw -232726.200572 + Penalty 2591.499422 = -230134.701150
  nChanged 19
		SP:Iteration 12Q (152555.040000 sec): 3 clusters
  Score: Raw -232736.512298 + Penalty 2591.499422 = -230145.012876
  nChanged 20
		SP:Iteration 13Q (152555.100000 sec): 3 clusters
  Score: Raw -232747.214854 + Penalty 2591.499422 = -230155.715432
  nChanged 23
		SP:Iteration 14Q (152555.160000 sec): 3 clusters
  Score: Raw -232764.382456 + Penalty 2591.499422 = -230172.883034
  nChanged 30
		SP:Iteration 15Q (152555.220000 sec): 3 clusters
  Score: Raw -232784.273794 + Penalty 2591.499422 = -230192.774372
  nChanged 27
		SP:Iteration 16Q (152555.280000 sec): 3 clusters
  Score: Raw -232800.497863 + Penalty 2591.499422 = -230208.998440
  nChanged 29
		SP:Iteration 17Q (152555.330000 sec): 3 clusters
  Score: Raw -232813.783988 + Penalty 2591.499422 = -230222.284566
  nChanged 19
		SP:Iteration 18Q (152555.390000 sec): 3 clusters
  Score: Raw -232823.906377 + Penalty 2591.499422 = -230232.406955
  nChanged 16
		SP:Iteration 19Q (152555.440000 sec): 3 clusters
  Score: Raw -232833.959739 + Penalty 2591.499422 = -230242.460317
  nChanged 21
		SP:Iteration 20F (152555.500000 sec): 3 clusters
  Score: Raw -232845.769155 + Penalty 2591.499422 = -230254.269733
  nChanged 20
		SP:Iteration 21Q (152555.550000 sec): 3 clusters
  Score: Raw -232855.561400 + Penalty 2591.499422 = -230264.061977
  nChanged 18
		SP:Iteration 22Q (152555.610000 sec): 3 clusters
  Score: Raw -232865.193365 + Penalty 2591.499422 = -230273.693943
  nChanged 21
		SP:Iteration 23Q (152555.670000 sec): 3 clusters
  Score: Raw -232874.488465 + Penalty 2591.499422 = -230282.989043
  nChanged 20
		SP:Iteration 24Q (152555.720000 sec): 3 clusters
  Score: Raw -232885.097059 + Penalty 2591.499422 = -230293.597637
  nChanged 23
		SP:Iteration 25Q (152555.780000 sec): 3 clusters
  Score: Raw -232896.879382 + Penalty 2591.499422 = -230305.379960
  nChanged 19
		SP:Iteration 26Q (152555.840000 sec): 3 clusters
  Score: Raw -232905.218381 + Penalty 2591.499422 = -230313.718959
  nChanged 12
		SP:Iteration 27Q (152555.890000 sec): 3 clusters
  Score: Raw -232912.252368 + Penalty 2591.499422 = -230320.752946
  nChanged 15
		SP:Iteration 28Q (152555.940000 sec): 3 clusters
  Score: Raw -232918.525666 + Penalty 2591.499422 = -230327.026244
  nChanged 13
		SP:Iteration 29Q (152556.000000 sec): 3 clusters
  Score: Raw -232925.254862 + Penalty 2591.499422 = -230333.755440
  nChanged 8
		SP:Iteration 30Q (152556.060000 sec): 3 clusters
  Score: Raw -232932.424910 + Penalty 2591.499422 = -230340.925487
  nChanged 14
		SP:Iteration 31Q (152556.120000 sec): 3 clusters
  Score: Raw -232940.796944 + Penalty 2591.499422 = -230349.297522
  nChanged 14
		SP:Iteration 32Q (152556.180000 sec): 3 clusters
  Score: Raw -232950.346372 + Penalty 2591.499422 = -230358.846950
  nChanged 17
		SP:Iteration 33Q (152556.230000 sec): 3 clusters
  Score: Raw -232967.713264 + Penalty 2591.499422 = -230376.213842
  nChanged 24
		SP:Iteration 34Q (152556.280000 sec): 3 clusters
  Score: Raw -232999.679681 + Penalty 2591.499422 = -230408.180259
  nChanged 36
		SP:Iteration 35Q (152556.340000 sec): 3 clusters
  Score: Raw -233100.795760 + Penalty 2591.499422 = -230509.296338
  nChanged 65
		SP:Iteration 36Q (152556.400000 sec): 3 clusters
  Score: Raw -233278.916357 + Penalty 2591.499422 = -230687.416935
  nChanged 76
		SP:Iteration 37Q (152556.450000 sec): 3 clusters
  Score: Raw -233404.499311 + Penalty 2591.499422 = -230812.999889
  nChanged 62
		SP:Iteration 38Q (152556.500000 sec): 3 clusters
  Score: Raw -233471.257791 + Penalty 2591.499422 = -230879.758369
  nChanged 44
		SP:Iteration 39Q (152556.560000 sec): 3 clusters
  Score: Raw -233506.725823 + Penalty 2591.499422 = -230915.226401
  nChanged 27
		SP:Iteration 40F (152556.620000 sec): 3 clusters
  Score: Raw -233522.533073 + Penalty 2591.499422 = -230931.033651
  nChanged 11
		SP:Iteration 41Q (152556.670000 sec): 3 clusters
  Score: Raw -233529.251684 + Penalty 2591.499422 = -230937.752262
  nChanged 8
		SP:Iteration 42Q (152556.720000 sec): 3 clusters
  Score: Raw -233532.814556 + Penalty 2591.499422 = -230941.315133
  nChanged 3
		SP:Iteration 43Q (152556.860000 sec): 3 clusters
  Score: Raw -233534.059922 + Penalty 2591.499422 = -230942.560500
  nChanged 2
		SP:Iteration 44Q (152556.920000 sec): 3 clusters
  Score: Raw -233534.487777 + Penalty 2591.499422 = -230942.988355
  nChanged 5
		SP:Iteration 45Q (152556.970000 sec): 3 clusters
  Score: Raw -233536.079790 + Penalty 2591.499422 = -230944.580368
  nChanged 0
		SP:Iteration 46F (152557.030000 sec): 3 clusters
  Score: Raw -233536.079790 + Penalty 2591.499422 = -230944.580368
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (2880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152557.090000 sec): 2 clusters
  Score: Raw -244137.316581 + Penalty 1294.401156 = -242842.915426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152557.150000 sec): 3 clusters
  Score: Raw -242835.790861 + Penalty 2588.802311 = -240246.988550
  nChanged 1080
		SP:Iteration 1F (152557.200000 sec): 3 clusters
  Score: Raw -243583.001412 + Penalty 2588.802311 = -240994.199101
  nChanged 287
		SP:Iteration 2F (152557.250000 sec): 3 clusters
  Score: Raw -243874.020944 + Penalty 2588.802311 = -241285.218633
  nChanged 219
		SP:Iteration 3F (152557.300000 sec): 3 clusters
  Score: Raw -244070.035774 + Penalty 2588.802311 = -241481.233463
  nChanged 166
		SP:Iteration 4F (152557.360000 sec): 3 clusters
  Score: Raw -244216.289110 + Penalty 2588.802311 = -241627.486798
  nChanged 122
		SP:Iteration 5Q (152557.420000 sec): 3 clusters
  Score: Raw -244311.255401 + Penalty 2588.802311 = -241722.453089
  nChanged 89
		SP:Iteration 6Q (152557.470000 sec): 3 clusters
  Score: Raw -244384.204530 + Penalty 2588.802311 = -241795.402219
  nChanged 70
		SP:Iteration 7Q (152557.520000 sec): 3 clusters
  Score: Raw -244435.023358 + Penalty 2588.802311 = -241846.221047
  nChanged 54
		SP:Iteration 8Q (152557.680000 sec): 3 clusters
  Score: Raw -244469.192202 + Penalty 2588.802311 = -241880.389891
  nChanged 37
		SP:Iteration 9Q (152557.860000 sec): 3 clusters
  Score: Raw -244490.834246 + Penalty 2588.802311 = -241902.031934
  nChanged 33
		SP:Iteration 10Q (152558.030000 sec): 3 clusters
  Score: Raw -244507.431707 + Penalty 2588.802311 = -241918.629396
  nChanged 30
		SP:Iteration 11Q (152558.210000 sec): 3 clusters
  Score: Raw -244517.663359 + Penalty 2588.802311 = -241928.861047
  nChanged 24
		SP:Iteration 12Q (152558.380000 sec): 3 clusters
  Score: Raw -244529.286931 + Penalty 2588.802311 = -241940.484620
  nChanged 19
		SP:Iteration 13Q (152558.560000 sec): 3 clusters
  Score: Raw -244537.621943 + Penalty 2588.802311 = -241948.819632
  nChanged 15
		SP:Iteration 14Q (152558.740000 sec): 3 clusters
  Score: Raw -244541.953359 + Penalty 2588.802311 = -241953.151048
  nChanged 8
		SP:Iteration 15Q (152558.910000 sec): 3 clusters
  Score: Raw -244545.635618 + Penalty 2588.802311 = -241956.833307
  nChanged 5
		SP:Iteration 16Q (152559.090000 sec): 3 clusters
  Score: Raw -244546.759587 + Penalty 2588.802311 = -241957.957275
  nChanged 6
		SP:Iteration 17Q (152559.260000 sec): 3 clusters
  Score: Raw -244549.224388 + Penalty 2588.802311 = -241960.422077
  nChanged 3
		SP:Iteration 18Q (152559.440000 sec): 3 clusters
  Score: Raw -244550.330436 + Penalty 2588.802311 = -241961.528125
  nChanged 3
		SP:Iteration 19Q (152559.590000 sec): 3 clusters
  Score: Raw -244551.222575 + Penalty 2588.802311 = -241962.420264
  nChanged 3
		SP:Iteration 20F (152559.640000 sec): 3 clusters
  Score: Raw -244552.755469 + Penalty 2588.802311 = -241963.953158
  nChanged 1
		SP:Iteration 21Q (152559.700000 sec): 3 clusters
  Score: Raw -244553.265115 + Penalty 2588.802311 = -241964.462804
  nChanged 1
		SP:Iteration 22Q (152559.750000 sec): 3 clusters
  Score: Raw -244553.484518 + Penalty 2588.802311 = -241964.682206
  nChanged 0
		SP:Iteration 23F (152559.820000 sec): 3 clusters
  Score: Raw -244553.484518 + Penalty 2588.802311 = -241964.682206
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (6245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152559.960000 sec): 2 clusters
  Score: Raw -497443.225936 + Penalty 1420.174669 = -496023.051267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152560.120000 sec): 3 clusters
  Score: Raw -494192.501230 + Penalty 2840.349337 = -491352.151893
  nChanged 2566
		SP:Iteration 1F (152560.290000 sec): 3 clusters
  Score: Raw -495966.112545 + Penalty 2840.349337 = -493125.763208
  nChanged 599
		SP:Iteration 2F (152560.390000 sec): 3 clusters
  Score: Raw -496429.997485 + Penalty 2840.349337 = -493589.648148
  nChanged 451
		SP:Iteration 3F (152560.590000 sec): 3 clusters
  Score: Raw -496760.013166 + Penalty 2840.349337 = -493919.663829
  nChanged 359
		SP:Iteration 4F (152560.800000 sec): 3 clusters
  Score: Raw -497017.005175 + Penalty 2840.349337 = -494176.655838
  nChanged 269
		SP:Iteration 5Q (152561.020000 sec): 3 clusters
  Score: Raw -497166.482170 + Penalty 2840.349337 = -494326.132833
  nChanged 197
		SP:Iteration 6Q (152561.230000 sec): 3 clusters
  Score: Raw -497260.440261 + Penalty 2840.349337 = -494420.090924
  nChanged 156
		SP:Iteration 7Q (152561.390000 sec): 3 clusters
  Score: Raw -497328.548794 + Penalty 2840.349337 = -494488.199456
  nChanged 128
		SP:Iteration 8Q (152561.560000 sec): 3 clusters
  Score: Raw -497379.406442 + Penalty 2840.349337 = -494539.057104
  nChanged 115
		SP:Iteration 9Q (152561.730000 sec): 3 clusters
  Score: Raw -497428.919825 + Penalty 2840.349337 = -494588.570487
  nChanged 112
		SP:Iteration 10Q (152561.890000 sec): 3 clusters
  Score: Raw -497463.277110 + Penalty 2840.349337 = -494622.927773
  nChanged 85
		SP:Iteration 11Q (152562.060000 sec): 3 clusters
  Score: Raw -497492.508658 + Penalty 2840.349337 = -494652.159321
  nChanged 73
		SP:Iteration 12Q (152562.230000 sec): 3 clusters
  Score: Raw -497520.783800 + Penalty 2840.349337 = -494680.434463
  nChanged 73
		SP:Iteration 13Q (152562.390000 sec): 3 clusters
  Score: Raw -497548.249812 + Penalty 2840.349337 = -494707.900475
  nChanged 60
		SP:Iteration 14Q (152562.550000 sec): 3 clusters
  Score: Raw -497565.939060 + Penalty 2840.349337 = -494725.589722
  nChanged 53
		SP:Iteration 15Q (152562.720000 sec): 3 clusters
  Score: Raw -497580.073170 + Penalty 2840.349337 = -494739.723833
  nChanged 51
		SP:Iteration 16Q (152562.920000 sec): 3 clusters
  Score: Raw -497592.288254 + Penalty 2840.349337 = -494751.938916
  nChanged 46
		SP:Iteration 17Q (152563.110000 sec): 3 clusters
  Score: Raw -497602.998766 + Penalty 2840.349337 = -494762.649429
  nChanged 30
		SP:Iteration 18Q (152563.280000 sec): 3 clusters
  Score: Raw -497610.152755 + Penalty 2840.349337 = -494769.803418
  nChanged 25
		SP:Iteration 19Q (152563.480000 sec): 3 clusters
  Score: Raw -497616.480319 + Penalty 2840.349337 = -494776.130981
  nChanged 23
		SP:Iteration 20F (152563.650000 sec): 3 clusters
  Score: Raw -497622.727456 + Penalty 2840.349337 = -494782.378119
  nChanged 32
		SP:Iteration 21Q (152563.820000 sec): 3 clusters
  Score: Raw -497629.987290 + Penalty 2840.349337 = -494789.637952
  nChanged 21
		SP:Iteration 22Q (152563.990000 sec): 3 clusters
  Score: Raw -497635.692710 + Penalty 2840.349337 = -494795.343373
  nChanged 28
		SP:Iteration 23Q (152564.150000 sec): 3 clusters
  Score: Raw -497643.604687 + Penalty 2840.349337 = -494803.255350
  nChanged 24
		SP:Iteration 24Q (152564.320000 sec): 3 clusters
  Score: Raw -497648.372042 + Penalty 2840.349337 = -494808.022705
  nChanged 18
		SP:Iteration 25Q (152564.490000 sec): 3 clusters
  Score: Raw -497652.088698 + Penalty 2840.349337 = -494811.739360
  nChanged 17
		SP:Iteration 26Q (152564.650000 sec): 3 clusters
  Score: Raw -497655.806332 + Penalty 2840.349337 = -494815.456995
  nChanged 19
		SP:Iteration 27Q (152564.820000 sec): 3 clusters
  Score: Raw -497659.043266 + Penalty 2840.349337 = -494818.693928
  nChanged 17
		SP:Iteration 28Q (152564.990000 sec): 3 clusters
  Score: Raw -497661.973732 + Penalty 2840.349337 = -494821.624395
  nChanged 19
		SP:Iteration 29Q (152565.150000 sec): 3 clusters
  Score: Raw -497665.494613 + Penalty 2840.349337 = -494825.145276
  nChanged 13
		SP:Iteration 30Q (152565.320000 sec): 3 clusters
  Score: Raw -497667.414637 + Penalty 2840.349337 = -494827.065299
  nChanged 11
		SP:Iteration 31Q (152565.490000 sec): 3 clusters
  Score: Raw -497669.377259 + Penalty 2840.349337 = -494829.027921
  nChanged 12
		SP:Iteration 32Q (152565.690000 sec): 3 clusters
  Score: Raw -497671.941028 + Penalty 2840.349337 = -494831.591691
  nChanged 13
		SP:Iteration 33Q (152565.860000 sec): 3 clusters
  Score: Raw -497673.622762 + Penalty 2840.349337 = -494833.273425
  nChanged 8
		SP:Iteration 34Q (152566.030000 sec): 3 clusters
  Score: Raw -497675.290038 + Penalty 2840.349337 = -494834.940701
  nChanged 5
		SP:Iteration 35Q (152566.190000 sec): 3 clusters
  Score: Raw -497676.593580 + Penalty 2840.349337 = -494836.244243
  nChanged 6
		SP:Iteration 36Q (152566.400000 sec): 3 clusters
  Score: Raw -497677.306273 + Penalty 2840.349337 = -494836.956935
  nChanged 3
		SP:Iteration 37Q (152566.570000 sec): 3 clusters
  Score: Raw -497677.961131 + Penalty 2840.349337 = -494837.611794
  nChanged 4
		SP:Iteration 38Q (152566.730000 sec): 3 clusters
  Score: Raw -497678.568705 + Penalty 2840.349337 = -494838.219367
  nChanged 4
		SP:Iteration 39Q (152566.900000 sec): 3 clusters
  Score: Raw -497679.017573 + Penalty 2840.349337 = -494838.668236
  nChanged 3
		SP:Iteration 40F (152567.070000 sec): 3 clusters
  Score: Raw -497679.228998 + Penalty 2840.349337 = -494838.879661
  nChanged 3
		SP:Iteration 41Q (152567.280000 sec): 3 clusters
  Score: Raw -497679.581349 + Penalty 2840.349337 = -494839.232011
  nChanged 2
		SP:Iteration 42Q (152567.480000 sec): 3 clusters
  Score: Raw -497679.780964 + Penalty 2840.349337 = -494839.431627
  nChanged 1
		SP:Iteration 43Q (152567.650000 sec): 3 clusters
  Score: Raw -497679.813284 + Penalty 2840.349337 = -494839.463947
  nChanged 0
		SP:Iteration 44F (152567.820000 sec): 3 clusters
  Score: Raw -497679.813284 + Penalty 2840.349337 = -494839.463947
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (26180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152568.080000 sec): 2 clusters
  Score: Raw -2473769.726743 + Penalty 1653.072044 = -2472116.654699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152568.480000 sec): 3 clusters
  Score: Raw -2457621.141253 + Penalty 3306.144088 = -2454314.997165
  nChanged 12079
		SP:Iteration 1F (152568.840000 sec): 3 clusters
  Score: Raw -2464286.615694 + Penalty 3306.144088 = -2460980.471606
  nChanged 1299
		SP:Iteration 2Q (152569.240000 sec): 3 clusters
  Score: Raw -2464760.536308 + Penalty 3306.144088 = -2461454.392220
  nChanged 1244
		SP:Iteration 3Q (152569.650000 sec): 3 clusters
  Score: Raw -2465280.107238 + Penalty 3306.144088 = -2461973.963150
  nChanged 1334
		SP:Iteration 4F (152570.050000 sec): 3 clusters
  Score: Raw -2465880.704324 + Penalty 3306.144088 = -2462574.560236
  nChanged 1383
		SP:Iteration 5F (152570.410000 sec): 3 clusters
  Score: Raw -2466552.152691 + Penalty 3306.144088 = -2463246.008604
  nChanged 1382
		SP:Iteration 6F (152570.770000 sec): 3 clusters
  Score: Raw -2467330.314602 + Penalty 3306.144088 = -2464024.170515
  nChanged 1398
		SP:Iteration 7F (152571.130000 sec): 3 clusters
  Score: Raw -2468173.027602 + Penalty 3306.144088 = -2464866.883514
  nChanged 1446
		SP:Iteration 8F (152571.490000 sec): 3 clusters
  Score: Raw -2469086.945589 + Penalty 3306.144088 = -2465780.801501
  nChanged 1414
		SP:Iteration 9F (152571.850000 sec): 3 clusters
  Score: Raw -2470076.058436 + Penalty 3306.144088 = -2466769.914348
  nChanged 1306
		SP:Iteration 10Q (152572.250000 sec): 3 clusters
  Score: Raw -2470996.327938 + Penalty 3306.144088 = -2467690.183850
  nChanged 1067
		SP:Iteration 11Q (152572.660000 sec): 3 clusters
  Score: Raw -2471636.074102 + Penalty 3306.144088 = -2468329.930014
  nChanged 810
		SP:Iteration 12Q (152573.070000 sec): 3 clusters
  Score: Raw -2472054.423227 + Penalty 3306.144088 = -2468748.279139
  nChanged 640
		SP:Iteration 13Q (152573.380000 sec): 3 clusters
  Score: Raw -2472370.070231 + Penalty 3306.144088 = -2469063.926144
  nChanged 537
		SP:Iteration 14Q (152573.710000 sec): 3 clusters
  Score: Raw -2472673.857382 + Penalty 3306.144088 = -2469367.713294
  nChanged 500
		SP:Iteration 15Q (152574.090000 sec): 3 clusters
  Score: Raw -2472964.885246 + Penalty 3306.144088 = -2469658.741158
  nChanged 493
		SP:Iteration 16Q (152574.450000 sec): 3 clusters
  Score: Raw -2473234.848358 + Penalty 3306.144088 = -2469928.704271
  nChanged 438
		SP:Iteration 17Q (152574.810000 sec): 3 clusters
  Score: Raw -2473435.697110 + Penalty 3306.144088 = -2470129.553023
  nChanged 345
		SP:Iteration 18Q (152575.100000 sec): 3 clusters
  Score: Raw -2473580.449921 + Penalty 3306.144088 = -2470274.305833
  nChanged 300
		SP:Iteration 19Q (152575.430000 sec): 3 clusters
  Score: Raw -2473706.185534 + Penalty 3306.144088 = -2470400.041446
  nChanged 277
		SP:Iteration 20F (152575.730000 sec): 3 clusters
  Score: Raw -2473812.161992 + Penalty 3306.144088 = -2470506.017904
  nChanged 228
		SP:Iteration 21Q (152576.110000 sec): 3 clusters
  Score: Raw -2473895.496643 + Penalty 3306.144088 = -2470589.352555
  nChanged 221
		SP:Iteration 22Q (152576.510000 sec): 3 clusters
  Score: Raw -2473963.676122 + Penalty 3306.144088 = -2470657.532034
  nChanged 173
		SP:Iteration 23Q (152576.880000 sec): 3 clusters
  Score: Raw -2474012.686586 + Penalty 3306.144088 = -2470706.542498
  nChanged 147
		SP:Iteration 24Q (152577.270000 sec): 3 clusters
  Score: Raw -2474050.283229 + Penalty 3306.144088 = -2470744.139142
  nChanged 127
		SP:Iteration 25Q (152577.640000 sec): 3 clusters
  Score: Raw -2474079.194892 + Penalty 3306.144088 = -2470773.050804
  nChanged 112
		SP:Iteration 26Q (152578.010000 sec): 3 clusters
  Score: Raw -2474102.195019 + Penalty 3306.144088 = -2470796.050932
  nChanged 102
		SP:Iteration 27Q (152578.370000 sec): 3 clusters
  Score: Raw -2474120.155862 + Penalty 3306.144088 = -2470814.011774
  nChanged 95
		SP:Iteration 28Q (152578.730000 sec): 3 clusters
  Score: Raw -2474134.337079 + Penalty 3306.144088 = -2470828.192991
  nChanged 70
		SP:Iteration 29Q (152579.100000 sec): 3 clusters
  Score: Raw -2474144.275481 + Penalty 3306.144088 = -2470838.131393
  nChanged 70
		SP:Iteration 30Q (152579.460000 sec): 3 clusters
  Score: Raw -2474153.948372 + Penalty 3306.144088 = -2470847.804284
  nChanged 62
		SP:Iteration 31Q (152579.830000 sec): 3 clusters
  Score: Raw -2474164.188515 + Penalty 3306.144088 = -2470858.044427
  nChanged 61
		SP:Iteration 32Q (152580.190000 sec): 3 clusters
  Score: Raw -2474174.534630 + Penalty 3306.144088 = -2470868.390542
  nChanged 63
		SP:Iteration 33Q (152580.550000 sec): 3 clusters
  Score: Raw -2474184.059872 + Penalty 3306.144088 = -2470877.915784
  nChanged 49
		SP:Iteration 34Q (152580.910000 sec): 3 clusters
  Score: Raw -2474191.177964 + Penalty 3306.144088 = -2470885.033877
  nChanged 58
		SP:Iteration 35Q (152581.280000 sec): 3 clusters
  Score: Raw -2474199.751126 + Penalty 3306.144088 = -2470893.607038
  nChanged 56
		SP:Iteration 36Q (152581.640000 sec): 3 clusters
  Score: Raw -2474207.282222 + Penalty 3306.144088 = -2470901.138134
  nChanged 51
		SP:Iteration 37Q (152581.970000 sec): 3 clusters
  Score: Raw -2474213.973977 + Penalty 3306.144088 = -2470907.829889
  nChanged 47
		SP:Iteration 38Q (152582.340000 sec): 3 clusters
  Score: Raw -2474218.699574 + Penalty 3306.144088 = -2470912.555487
  nChanged 37
		SP:Iteration 39Q (152582.670000 sec): 3 clusters
  Score: Raw -2474222.733697 + Penalty 3306.144088 = -2470916.589609
  nChanged 41
		SP:Iteration 40F (152583.000000 sec): 3 clusters
  Score: Raw -2474228.325218 + Penalty 3306.144088 = -2470922.181130
  nChanged 40
		SP:Iteration 41Q (152583.330000 sec): 3 clusters
  Score: Raw -2474232.757752 + Penalty 3306.144088 = -2470926.613664
  nChanged 38
		SP:Iteration 42Q (152583.620000 sec): 3 clusters
  Score: Raw -2474236.836607 + Penalty 3306.144088 = -2470930.692520
  nChanged 39
		SP:Iteration 43Q (152584.020000 sec): 3 clusters
  Score: Raw -2474240.943403 + Penalty 3306.144088 = -2470934.799315
  nChanged 31
		SP:Iteration 44Q (152584.390000 sec): 3 clusters
  Score: Raw -2474244.068554 + Penalty 3306.144088 = -2470937.924466
  nChanged 27
		SP:Iteration 45Q (152584.750000 sec): 3 clusters
  Score: Raw -2474246.271002 + Penalty 3306.144088 = -2470940.126914
  nChanged 27
		SP:Iteration 46Q (152585.110000 sec): 3 clusters
  Score: Raw -2474249.366915 + Penalty 3306.144088 = -2470943.222827
  nChanged 32
		SP:Iteration 47Q (152585.470000 sec): 3 clusters
  Score: Raw -2474253.289369 + Penalty 3306.144088 = -2470947.145281
  nChanged 32
		SP:Iteration 48Q (152585.830000 sec): 3 clusters
  Score: Raw -2474257.772329 + Penalty 3306.144088 = -2470951.628241
  nChanged 40
		SP:Iteration 49Q (152586.200000 sec): 3 clusters
  Score: Raw -2474263.314547 + Penalty 3306.144088 = -2470957.170459
  nChanged 40
		SP:Iteration 50Q (152586.560000 sec): 3 clusters
  Score: Raw -2474268.397878 + Penalty 3306.144088 = -2470962.253790
  nChanged 34
		SP:Iteration 51Q (152586.920000 sec): 3 clusters
  Score: Raw -2474272.421339 + Penalty 3306.144088 = -2470966.277251
  nChanged 34
		SP:Iteration 52Q (152587.280000 sec): 3 clusters
  Score: Raw -2474277.101933 + Penalty 3306.144088 = -2470970.957845
  nChanged 32
		SP:Iteration 53Q (152587.640000 sec): 3 clusters
  Score: Raw -2474281.326379 + Penalty 3306.144088 = -2470975.182292
  nChanged 33
		SP:Iteration 54Q (152588.010000 sec): 3 clusters
  Score: Raw -2474285.520861 + Penalty 3306.144088 = -2470979.376773
  nChanged 32
		SP:Iteration 55Q (152588.370000 sec): 3 clusters
  Score: Raw -2474289.377677 + Penalty 3306.144088 = -2470983.233589
  nChanged 34
		SP:Iteration 56Q (152588.730000 sec): 3 clusters
  Score: Raw -2474293.592655 + Penalty 3306.144088 = -2470987.448567
  nChanged 35
		SP:Iteration 57Q (152589.090000 sec): 3 clusters
  Score: Raw -2474297.411760 + Penalty 3306.144088 = -2470991.267672
  nChanged 30
		SP:Iteration 58Q (152589.450000 sec): 3 clusters
  Score: Raw -2474301.442566 + Penalty 3306.144088 = -2470995.298478
  nChanged 29
		SP:Iteration 59Q (152589.810000 sec): 3 clusters
  Score: Raw -2474305.150576 + Penalty 3306.144088 = -2470999.006488
  nChanged 30
		SP:Iteration 60F (152590.180000 sec): 3 clusters
  Score: Raw -2474308.669150 + Penalty 3306.144088 = -2471002.525062
  nChanged 23
		SP:Iteration 61Q (152590.460000 sec): 3 clusters
  Score: Raw -2474310.456024 + Penalty 3306.144088 = -2471004.311936
  nChanged 24
		SP:Iteration 62Q (152590.780000 sec): 3 clusters
  Score: Raw -2474313.256782 + Penalty 3306.144088 = -2471007.112694
  nChanged 21
		SP:Iteration 63Q (152591.180000 sec): 3 clusters
  Score: Raw -2474315.725947 + Penalty 3306.144088 = -2471009.581860
  nChanged 19
		SP:Iteration 64Q (152591.550000 sec): 3 clusters
  Score: Raw -2474318.320321 + Penalty 3306.144088 = -2471012.176233
  nChanged 25
		SP:Iteration 65Q (152591.910000 sec): 3 clusters
  Score: Raw -2474320.683973 + Penalty 3306.144088 = -2471014.539885
  nChanged 19
		SP:Iteration 66Q (152592.270000 sec): 3 clusters
  Score: Raw -2474322.805321 + Penalty 3306.144088 = -2471016.661234
  nChanged 19
		SP:Iteration 67Q (152592.620000 sec): 3 clusters
  Score: Raw -2474324.710235 + Penalty 3306.144088 = -2471018.566147
  nChanged 23
		SP:Iteration 68Q (152592.920000 sec): 3 clusters
  Score: Raw -2474326.818253 + Penalty 3306.144088 = -2471020.674166
  nChanged 16
		SP:Iteration 69Q (152593.260000 sec): 3 clusters
  Score: Raw -2474328.401755 + Penalty 3306.144088 = -2471022.257667
  nChanged 19
		SP:Iteration 70Q (152593.620000 sec): 3 clusters
  Score: Raw -2474330.483326 + Penalty 3306.144088 = -2471024.339238
  nChanged 28
		SP:Iteration 71Q (152593.900000 sec): 3 clusters
  Score: Raw -2474333.804054 + Penalty 3306.144088 = -2471027.659966
  nChanged 27
		SP:Iteration 72Q (152594.220000 sec): 3 clusters
  Score: Raw -2474337.101768 + Penalty 3306.144088 = -2471030.957680
  nChanged 27
		SP:Iteration 73Q (152594.500000 sec): 3 clusters
  Score: Raw -2474339.905230 + Penalty 3306.144088 = -2471033.761142
  nChanged 23
		SP:Iteration 74Q (152594.820000 sec): 3 clusters
  Score: Raw -2474341.579092 + Penalty 3306.144088 = -2471035.435004
  nChanged 18
		SP:Iteration 75Q (152595.100000 sec): 3 clusters
  Score: Raw -2474343.059027 + Penalty 3306.144088 = -2471036.914939
  nChanged 18
		SP:Iteration 76Q (152595.420000 sec): 3 clusters
  Score: Raw -2474344.603439 + Penalty 3306.144088 = -2471038.459352
  nChanged 20
		SP:Iteration 77Q (152595.810000 sec): 3 clusters
  Score: Raw -2474346.284228 + Penalty 3306.144088 = -2471040.140140
  nChanged 17
		SP:Iteration 78Q (152596.180000 sec): 3 clusters
  Score: Raw -2474348.251254 + Penalty 3306.144088 = -2471042.107167
  nChanged 23
		SP:Iteration 79Q (152596.540000 sec): 3 clusters
  Score: Raw -2474351.011473 + Penalty 3306.144088 = -2471044.867385
  nChanged 27
		SP:Iteration 80F (152596.900000 sec): 3 clusters
  Score: Raw -2474354.576726 + Penalty 3306.144088 = -2471048.432638
  nChanged 24
		SP:Iteration 81Q (152597.200000 sec): 3 clusters
  Score: Raw -2474357.900610 + Penalty 3306.144088 = -2471051.756523
  nChanged 22
		SP:Iteration 82Q (152597.490000 sec): 3 clusters
  Score: Raw -2474360.280674 + Penalty 3306.144088 = -2471054.136586
  nChanged 18
		SP:Iteration 83Q (152597.870000 sec): 3 clusters
  Score: Raw -2474361.841182 + Penalty 3306.144088 = -2471055.697094
  nChanged 13
		SP:Iteration 84Q (152598.240000 sec): 3 clusters
  Score: Raw -2474363.028870 + Penalty 3306.144088 = -2471056.884782
  nChanged 14
		SP:Iteration 85Q (152598.600000 sec): 3 clusters
  Score: Raw -2474364.102552 + Penalty 3306.144088 = -2471057.958464
  nChanged 12
		SP:Iteration 86Q (152598.880000 sec): 3 clusters
  Score: Raw -2474365.123348 + Penalty 3306.144088 = -2471058.979260
  nChanged 10
		SP:Iteration 87Q (152599.200000 sec): 3 clusters
  Score: Raw -2474366.412281 + Penalty 3306.144088 = -2471060.268193
  nChanged 16
		SP:Iteration 88Q (152599.590000 sec): 3 clusters
  Score: Raw -2474368.333233 + Penalty 3306.144088 = -2471062.189145
  nChanged 18
		SP:Iteration 89Q (152599.960000 sec): 3 clusters
  Score: Raw -2474370.071338 + Penalty 3306.144088 = -2471063.927251
  nChanged 12
		SP:Iteration 90Q (152600.320000 sec): 3 clusters
  Score: Raw -2474371.335567 + Penalty 3306.144088 = -2471065.191479
  nChanged 16
		SP:Iteration 91Q (152600.680000 sec): 3 clusters
  Score: Raw -2474373.133391 + Penalty 3306.144088 = -2471066.989303
  nChanged 14
		SP:Iteration 92Q (152601.040000 sec): 3 clusters
  Score: Raw -2474374.660036 + Penalty 3306.144088 = -2471068.515948
  nChanged 18
		SP:Iteration 93Q (152601.400000 sec): 3 clusters
  Score: Raw -2474376.699723 + Penalty 3306.144088 = -2471070.555636
  nChanged 15
		SP:Iteration 94Q (152601.770000 sec): 3 clusters
  Score: Raw -2474378.405061 + Penalty 3306.144088 = -2471072.260974
  nChanged 15
		SP:Iteration 95Q (152602.130000 sec): 3 clusters
  Score: Raw -2474380.173976 + Penalty 3306.144088 = -2471074.029888
  nChanged 17
		SP:Iteration 96Q (152602.490000 sec): 3 clusters
  Score: Raw -2474382.451373 + Penalty 3306.144088 = -2471076.307285
  nChanged 23
		SP:Iteration 97Q (152602.850000 sec): 3 clusters
  Score: Raw -2474385.508223 + Penalty 3306.144088 = -2471079.364135
  nChanged 29
		SP:Iteration 98Q (152603.220000 sec): 3 clusters
  Score: Raw -2474388.486455 + Penalty 3306.144088 = -2471082.342367
  nChanged 29
		SP:Iteration 99Q (152603.580000 sec): 3 clusters
  Score: Raw -2474391.734868 + Penalty 3306.144088 = -2471085.590781
  nChanged 13
		SP:Iteration 100F (152603.940000 sec): 3 clusters
  Score: Raw -2474392.742624 + Penalty 3306.144088 = -2471086.598536
  nChanged 11
		SP:Iteration 101Q (152604.300000 sec): 3 clusters
  Score: Raw -2474394.067086 + Penalty 3306.144088 = -2471087.922998
  nChanged 14
		SP:Iteration 102Q (152604.660000 sec): 3 clusters
  Score: Raw -2474395.745752 + Penalty 3306.144088 = -2471089.601665
  nChanged 12
		SP:Iteration 103Q (152605.020000 sec): 3 clusters
  Score: Raw -2474397.093880 + Penalty 3306.144088 = -2471090.949792
  nChanged 17
		SP:Iteration 104Q (152605.390000 sec): 3 clusters
  Score: Raw -2474398.552210 + Penalty 3306.144088 = -2471092.408122
  nChanged 18
		SP:Iteration 105Q (152605.690000 sec): 3 clusters
  Score: Raw -2474400.560221 + Penalty 3306.144088 = -2471094.416133
  nChanged 24
		SP:Iteration 106Q (152606.040000 sec): 3 clusters
  Score: Raw -2474403.751816 + Penalty 3306.144088 = -2471097.607728
  nChanged 23
		SP:Iteration 107Q (152606.430000 sec): 3 clusters
  Score: Raw -2474405.760305 + Penalty 3306.144088 = -2471099.616217
  nChanged 7
		SP:Iteration 108Q (152606.800000 sec): 3 clusters
  Score: Raw -2474406.593046 + Penalty 3306.144088 = -2471100.448958
  nChanged 12
		SP:Iteration 109Q (152607.210000 sec): 3 clusters
  Score: Raw -2474407.958755 + Penalty 3306.144088 = -2471101.814668
  nChanged 13
		SP:Iteration 110Q (152607.570000 sec): 3 clusters
  Score: Raw -2474409.478552 + Penalty 3306.144088 = -2471103.334464
  nChanged 14
		SP:Iteration 111Q (152607.930000 sec): 3 clusters
  Score: Raw -2474410.675381 + Penalty 3306.144088 = -2471104.531293
  nChanged 5
		SP:Iteration 112Q (152608.300000 sec): 3 clusters
  Score: Raw -2474411.135964 + Penalty 3306.144088 = -2471104.991877
  nChanged 5
		SP:Iteration 113Q (152608.650000 sec): 3 clusters
  Score: Raw -2474411.610604 + Penalty 3306.144088 = -2471105.466516
  nChanged 7
		SP:Iteration 114Q (152609.000000 sec): 3 clusters
  Score: Raw -2474412.273753 + Penalty 3306.144088 = -2471106.129665
  nChanged 6
		SP:Iteration 115Q (152609.380000 sec): 3 clusters
  Score: Raw -2474412.685933 + Penalty 3306.144088 = -2471106.541845
  nChanged 3
		SP:Iteration 116Q (152609.780000 sec): 3 clusters
  Score: Raw -2474412.888050 + Penalty 3306.144088 = -2471106.743962
  nChanged 4
		SP:Iteration 117Q (152610.140000 sec): 3 clusters
  Score: Raw -2474413.173072 + Penalty 3306.144088 = -2471107.028984
  nChanged 5
		SP:Iteration 118Q (152610.520000 sec): 3 clusters
  Score: Raw -2474413.810851 + Penalty 3306.144088 = -2471107.666763
  nChanged 9
		SP:Iteration 119Q (152610.910000 sec): 3 clusters
  Score: Raw -2474415.152213 + Penalty 3306.144088 = -2471109.008125
  nChanged 12
		SP:Iteration 120F (152611.280000 sec): 3 clusters
  Score: Raw -2474416.539350 + Penalty 3306.144088 = -2471110.395262
  nChanged 13
		SP:Iteration 121Q (152611.640000 sec): 3 clusters
  Score: Raw -2474418.293049 + Penalty 3306.144088 = -2471112.148961
  nChanged 12
		SP:Iteration 122Q (152612.000000 sec): 3 clusters
  Score: Raw -2474419.400469 + Penalty 3306.144088 = -2471113.256381
  nChanged 10
		SP:Iteration 123Q (152612.360000 sec): 3 clusters
  Score: Raw -2474421.382786 + Penalty 3306.144088 = -2471115.238699
  nChanged 17
		SP:Iteration 124Q (152612.710000 sec): 3 clusters
  Score: Raw -2474423.502415 + Penalty 3306.144088 = -2471117.358328
  nChanged 9
		SP:Iteration 125Q (152613.070000 sec): 3 clusters
  Score: Raw -2474424.076134 + Penalty 3306.144088 = -2471117.932046
  nChanged 6
		SP:Iteration 126Q (152613.430000 sec): 3 clusters
  Score: Raw -2474424.626473 + Penalty 3306.144088 = -2471118.482385
  nChanged 6
		SP:Iteration 127Q (152613.790000 sec): 3 clusters
  Score: Raw -2474425.163250 + Penalty 3306.144088 = -2471119.019162
  nChanged 10
		SP:Iteration 128Q (152614.150000 sec): 3 clusters
  Score: Raw -2474425.961081 + Penalty 3306.144088 = -2471119.816993
  nChanged 9
		SP:Iteration 129Q (152614.520000 sec): 3 clusters
  Score: Raw -2474426.600684 + Penalty 3306.144088 = -2471120.456596
  nChanged 10
		SP:Iteration 130Q (152614.880000 sec): 3 clusters
  Score: Raw -2474427.469345 + Penalty 3306.144088 = -2471121.325258
  nChanged 9
		SP:Iteration 131Q (152615.240000 sec): 3 clusters
  Score: Raw -2474428.341765 + Penalty 3306.144088 = -2471122.197677
  nChanged 10
		SP:Iteration 132Q (152615.600000 sec): 3 clusters
  Score: Raw -2474429.246790 + Penalty 3306.144088 = -2471123.102702
  nChanged 9
		SP:Iteration 133Q (152615.960000 sec): 3 clusters
  Score: Raw -2474429.974015 + Penalty 3306.144088 = -2471123.829927
  nChanged 10
		SP:Iteration 134Q (152616.320000 sec): 3 clusters
  Score: Raw -2474430.675643 + Penalty 3306.144088 = -2471124.531555
  nChanged 4
		SP:Iteration 135Q (152616.680000 sec): 3 clusters
  Score: Raw -2474430.933941 + Penalty 3306.144088 = -2471124.789853
  nChanged 2
		SP:Iteration 136Q (152617.050000 sec): 3 clusters
  Score: Raw -2474431.075409 + Penalty 3306.144088 = -2471124.931321
  nChanged 4
		SP:Iteration 137Q (152617.410000 sec): 3 clusters
  Score: Raw -2474431.273049 + Penalty 3306.144088 = -2471125.128961
  nChanged 3
		SP:Iteration 138Q (152617.770000 sec): 3 clusters
  Score: Raw -2474431.519220 + Penalty 3306.144088 = -2471125.375132
  nChanged 2
		SP:Iteration 139Q (152618.130000 sec): 3 clusters
  Score: Raw -2474431.779232 + Penalty 3306.144088 = -2471125.635144
  nChanged 0
		SP:Iteration 140F (152618.490000 sec): 3 clusters
  Score: Raw -2474431.779232 + Penalty 3306.144088 = -2471125.635144
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (3398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152618.600000 sec): 2 clusters
  Score: Raw -296380.349851 + Penalty 1321.278124 = -295059.071727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152618.770000 sec): 3 clusters
  Score: Raw -294723.593655 + Penalty 2642.556248 = -292081.037406
  nChanged 1338
		SP:Iteration 1F (152618.950000 sec): 3 clusters
  Score: Raw -295605.459432 + Penalty 2642.556248 = -292962.903184
  nChanged 281
		SP:Iteration 2F (152619.120000 sec): 3 clusters
  Score: Raw -295830.829241 + Penalty 2642.556248 = -293188.272993
  nChanged 215
		SP:Iteration 3F (152619.300000 sec): 3 clusters
  Score: Raw -296001.131539 + Penalty 2642.556248 = -293358.575291
  nChanged 163
		SP:Iteration 4Q (152619.480000 sec): 3 clusters
  Score: Raw -296128.897705 + Penalty 2642.556248 = -293486.341457
  nChanged 154
		SP:Iteration 5Q (152619.650000 sec): 3 clusters
  Score: Raw -296229.642062 + Penalty 2642.556248 = -293587.085814
  nChanged 113
		SP:Iteration 6Q (152619.830000 sec): 3 clusters
  Score: Raw -296290.681693 + Penalty 2642.556248 = -293648.125445
  nChanged 91
		SP:Iteration 7Q (152620.000000 sec): 3 clusters
  Score: Raw -296342.283319 + Penalty 2642.556248 = -293699.727070
  nChanged 79
		SP:Iteration 8Q (152620.180000 sec): 3 clusters
  Score: Raw -296388.107209 + Penalty 2642.556248 = -293745.550961
  nChanged 82
		SP:Iteration 9Q (152620.310000 sec): 3 clusters
  Score: Raw -296440.941450 + Penalty 2642.556248 = -293798.385202
  nChanged 67
		SP:Iteration 10Q (152620.490000 sec): 3 clusters
  Score: Raw -296478.794040 + Penalty 2642.556248 = -293836.237792
  nChanged 57
		SP:Iteration 11Q (152620.660000 sec): 3 clusters
  Score: Raw -296512.339507 + Penalty 2642.556248 = -293869.783258
  nChanged 48
		SP:Iteration 12Q (152620.840000 sec): 3 clusters
  Score: Raw -296535.713402 + Penalty 2642.556248 = -293893.157154
  nChanged 36
		SP:Iteration 13Q (152621.020000 sec): 3 clusters
  Score: Raw -296551.738177 + Penalty 2642.556248 = -293909.181929
  nChanged 28
		SP:Iteration 14Q (152621.190000 sec): 3 clusters
  Score: Raw -296564.304688 + Penalty 2642.556248 = -293921.748440
  nChanged 23
		SP:Iteration 15Q (152621.360000 sec): 3 clusters
  Score: Raw -296573.081154 + Penalty 2642.556248 = -293930.524906
  nChanged 13
		SP:Iteration 16Q (152621.540000 sec): 3 clusters
  Score: Raw -296577.320603 + Penalty 2642.556248 = -293934.764354
  nChanged 12
		SP:Iteration 17Q (152621.720000 sec): 3 clusters
  Score: Raw -296581.536148 + Penalty 2642.556248 = -293938.979899
  nChanged 11
		SP:Iteration 18Q (152621.890000 sec): 3 clusters
  Score: Raw -296584.955781 + Penalty 2642.556248 = -293942.399533
  nChanged 11
		SP:Iteration 19Q (152622.070000 sec): 3 clusters
  Score: Raw -296590.335744 + Penalty 2642.556248 = -293947.779496
  nChanged 10
		SP:Iteration 20F (152622.240000 sec): 3 clusters
  Score: Raw -296594.863687 + Penalty 2642.556248 = -293952.307439
  nChanged 5
		SP:Iteration 21Q (152622.420000 sec): 3 clusters
  Score: Raw -296596.941776 + Penalty 2642.556248 = -293954.385528
  nChanged 8
		SP:Iteration 22Q (152622.600000 sec): 3 clusters
  Score: Raw -296599.508841 + Penalty 2642.556248 = -293956.952593
  nChanged 3
		SP:Iteration 23Q (152622.770000 sec): 3 clusters
  Score: Raw -296601.147897 + Penalty 2642.556248 = -293958.591648
  nChanged 5
		SP:Iteration 24Q (152622.950000 sec): 3 clusters
  Score: Raw -296603.351979 + Penalty 2642.556248 = -293960.795730
  nChanged 6
		SP:Iteration 25Q (152623.120000 sec): 3 clusters
  Score: Raw -296606.917727 + Penalty 2642.556248 = -293964.361479
  nChanged 9
		SP:Iteration 26Q (152623.300000 sec): 3 clusters
  Score: Raw -296611.810474 + Penalty 2642.556248 = -293969.254226
  nChanged 8
		SP:Iteration 27Q (152623.480000 sec): 3 clusters
  Score: Raw -296613.967212 + Penalty 2642.556248 = -293971.410963
  nChanged 7
		SP:Iteration 28Q (152623.650000 sec): 3 clusters
  Score: Raw -296616.139776 + Penalty 2642.556248 = -293973.583527
  nChanged 9
		SP:Iteration 29Q (152623.830000 sec): 3 clusters
  Score: Raw -296618.630824 + Penalty 2642.556248 = -293976.074575
  nChanged 5
		SP:Iteration 30Q (152624.000000 sec): 3 clusters
  Score: Raw -296619.326038 + Penalty 2642.556248 = -293976.769789
  nChanged 1
		SP:Iteration 31Q (152624.220000 sec): 3 clusters
  Score: Raw -296619.581858 + Penalty 2642.556248 = -293977.025610
  nChanged 0
		SP:Iteration 32F (152624.380000 sec): 3 clusters
  Score: Raw -296619.581858 + Penalty 2642.556248 = -293977.025610
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (4298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152624.480000 sec): 2 clusters
  Score: Raw -369091.328533 + Penalty 1359.459575 = -367731.868958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152624.720000 sec): 3 clusters
  Score: Raw -366982.811508 + Penalty 2718.919150 = -364263.892358
  nChanged 1699
		SP:Iteration 1F (152624.870000 sec): 3 clusters
  Score: Raw -367990.601609 + Penalty 2718.919150 = -365271.682459
  nChanged 372
		SP:Iteration 2F (152625.040000 sec): 3 clusters
  Score: Raw -368254.437767 + Penalty 2718.919150 = -365535.518617
  nChanged 257
		SP:Iteration 3F (152625.220000 sec): 3 clusters
  Score: Raw -368418.491771 + Penalty 2718.919150 = -365699.572621
  nChanged 197
		SP:Iteration 4Q (152625.390000 sec): 3 clusters
  Score: Raw -368533.920887 + Penalty 2718.919150 = -365815.001737
  nChanged 164
		SP:Iteration 5Q (152625.570000 sec): 3 clusters
  Score: Raw -368623.566807 + Penalty 2718.919150 = -365904.647657
  nChanged 151
		SP:Iteration 6Q (152625.750000 sec): 3 clusters
  Score: Raw -368737.953284 + Penalty 2718.919150 = -366019.034134
  nChanged 161
		SP:Iteration 7Q (152625.920000 sec): 3 clusters
  Score: Raw -368875.335813 + Penalty 2718.919150 = -366156.416663
  nChanged 146
		SP:Iteration 8Q (152626.100000 sec): 3 clusters
  Score: Raw -368999.574981 + Penalty 2718.919150 = -366280.655831
  nChanged 147
		SP:Iteration 9Q (152626.270000 sec): 3 clusters
  Score: Raw -369135.753859 + Penalty 2718.919150 = -366416.834709
  nChanged 151
		SP:Iteration 10Q (152626.450000 sec): 3 clusters
  Score: Raw -369281.062230 + Penalty 2718.919150 = -366562.143080
  nChanged 146
		SP:Iteration 11Q (152626.630000 sec): 3 clusters
  Score: Raw -369409.590143 + Penalty 2718.919150 = -366690.670993
  nChanged 116
		SP:Iteration 12Q (152626.800000 sec): 3 clusters
  Score: Raw -369512.898416 + Penalty 2718.919150 = -366793.979266
  nChanged 97
		SP:Iteration 13Q (152626.980000 sec): 3 clusters
  Score: Raw -369596.819293 + Penalty 2718.919150 = -366877.900143
  nChanged 89
		SP:Iteration 14Q (152627.150000 sec): 3 clusters
  Score: Raw -369669.507518 + Penalty 2718.919150 = -366950.588368
  nChanged 92
		SP:Iteration 15Q (152627.330000 sec): 3 clusters
  Score: Raw -369737.218719 + Penalty 2718.919150 = -367018.299568
  nChanged 85
		SP:Iteration 16Q (152627.480000 sec): 3 clusters
  Score: Raw -369794.015673 + Penalty 2718.919150 = -367075.096523
  nChanged 82
		SP:Iteration 17Q (152627.560000 sec): 3 clusters
  Score: Raw -369857.551528 + Penalty 2718.919150 = -367138.632378
  nChanged 84
		SP:Iteration 18Q (152627.650000 sec): 3 clusters
  Score: Raw -369932.131251 + Penalty 2718.919150 = -367213.212101
  nChanged 87
		SP:Iteration 19Q (152627.730000 sec): 3 clusters
  Score: Raw -370028.626770 + Penalty 2718.919150 = -367309.707620
  nChanged 91
		SP:Iteration 20F (152627.810000 sec): 3 clusters
  Score: Raw -370114.173016 + Penalty 2718.919150 = -367395.253866
  nChanged 57
		SP:Iteration 21Q (152627.890000 sec): 3 clusters
  Score: Raw -370157.518898 + Penalty 2718.919150 = -367438.599748
  nChanged 50
		SP:Iteration 22Q (152627.970000 sec): 3 clusters
  Score: Raw -370190.905205 + Penalty 2718.919150 = -367471.986055
  nChanged 48
		SP:Iteration 23Q (152628.050000 sec): 3 clusters
  Score: Raw -370230.647792 + Penalty 2718.919150 = -367511.728641
  nChanged 47
		SP:Iteration 24Q (152628.130000 sec): 3 clusters
  Score: Raw -370263.555354 + Penalty 2718.919150 = -367544.636204
  nChanged 35
		SP:Iteration 25Q (152628.210000 sec): 3 clusters
  Score: Raw -370283.581449 + Penalty 2718.919150 = -367564.662299
  nChanged 28
		SP:Iteration 26Q (152628.290000 sec): 3 clusters
  Score: Raw -370295.878150 + Penalty 2718.919150 = -367576.959000
  nChanged 14
		SP:Iteration 27Q (152628.380000 sec): 3 clusters
  Score: Raw -370301.124311 + Penalty 2718.919150 = -367582.205161
  nChanged 6
		SP:Iteration 28Q (152628.460000 sec): 3 clusters
  Score: Raw -370302.991380 + Penalty 2718.919150 = -367584.072230
  nChanged 2
		SP:Iteration 29Q (152628.540000 sec): 3 clusters
  Score: Raw -370303.426140 + Penalty 2718.919150 = -367584.506990
  nChanged 2
		SP:Iteration 30Q (152628.620000 sec): 3 clusters
  Score: Raw -370303.938689 + Penalty 2718.919150 = -367585.019539
  nChanged 0
		SP:Iteration 31F (152628.700000 sec): 3 clusters
  Score: Raw -370303.938689 + Penalty 2718.919150 = -367585.019539
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (2533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152628.830000 sec): 2 clusters
  Score: Raw -206913.856009 + Penalty 1273.538443 = -205640.317566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152628.990000 sec): 3 clusters
  Score: Raw -205774.288872 + Penalty 2547.076886 = -203227.211986
  nChanged 939
		SP:Iteration 1F (152629.140000 sec): 3 clusters
  Score: Raw -206356.918885 + Penalty 2547.076886 = -203809.841999
  nChanged 202
		SP:Iteration 2F (152629.300000 sec): 3 clusters
  Score: Raw -206501.897519 + Penalty 2547.076886 = -203954.820633
  nChanged 141
		SP:Iteration 3F (152629.460000 sec): 3 clusters
  Score: Raw -206601.452317 + Penalty 2547.076886 = -204054.375431
  nChanged 93
		SP:Iteration 4Q (152629.620000 sec): 3 clusters
  Score: Raw -206658.781406 + Penalty 2547.076886 = -204111.704520
  nChanged 73
		SP:Iteration 5Q (152629.780000 sec): 3 clusters
  Score: Raw -206702.074761 + Penalty 2547.076886 = -204154.997875
  nChanged 64
		SP:Iteration 6Q (152629.940000 sec): 3 clusters
  Score: Raw -206734.436239 + Penalty 2547.076886 = -204187.359353
  nChanged 57
		SP:Iteration 7Q (152630.100000 sec): 3 clusters
  Score: Raw -206766.389920 + Penalty 2547.076886 = -204219.313034
  nChanged 48
		SP:Iteration 8Q (152630.210000 sec): 3 clusters
  Score: Raw -206789.544617 + Penalty 2547.076886 = -204242.467731
  nChanged 42
		SP:Iteration 9Q (152630.390000 sec): 3 clusters
  Score: Raw -206810.478127 + Penalty 2547.076886 = -204263.401241
  nChanged 34
		SP:Iteration 10Q (152630.570000 sec): 3 clusters
  Score: Raw -206827.749918 + Penalty 2547.076886 = -204280.673031
  nChanged 32
		SP:Iteration 11Q (152630.740000 sec): 3 clusters
  Score: Raw -206846.044884 + Penalty 2547.076886 = -204298.967998
  nChanged 30
		SP:Iteration 12Q (152630.910000 sec): 3 clusters
  Score: Raw -206860.808775 + Penalty 2547.076886 = -204313.731889
  nChanged 26
		SP:Iteration 13Q (152631.010000 sec): 3 clusters
  Score: Raw -206876.446346 + Penalty 2547.076886 = -204329.369460
  nChanged 32
		SP:Iteration 14Q (152631.060000 sec): 3 clusters
  Score: Raw -206894.932755 + Penalty 2547.076886 = -204347.855869
  nChanged 33
		SP:Iteration 15Q (152631.110000 sec): 3 clusters
  Score: Raw -206917.391912 + Penalty 2547.076886 = -204370.315026
  nChanged 35
		SP:Iteration 16Q (152631.160000 sec): 3 clusters
  Score: Raw -206933.319296 + Penalty 2547.076886 = -204386.242410
  nChanged 28
		SP:Iteration 17Q (152631.210000 sec): 3 clusters
  Score: Raw -206945.228450 + Penalty 2547.076886 = -204398.151563
  nChanged 24
		SP:Iteration 18Q (152631.260000 sec): 3 clusters
  Score: Raw -206959.509403 + Penalty 2547.076886 = -204412.432516
  nChanged 26
		SP:Iteration 19Q (152631.310000 sec): 3 clusters
  Score: Raw -206976.443025 + Penalty 2547.076886 = -204429.366138
  nChanged 38
		SP:Iteration 20F (152631.360000 sec): 3 clusters
  Score: Raw -207000.152652 + Penalty 2547.076886 = -204453.075766
  nChanged 34
		SP:Iteration 21Q (152631.410000 sec): 3 clusters
  Score: Raw -207017.347266 + Penalty 2547.076886 = -204470.270380
  nChanged 27
		SP:Iteration 22Q (152631.460000 sec): 3 clusters
  Score: Raw -207033.604846 + Penalty 2547.076886 = -204486.527960
  nChanged 17
		SP:Iteration 23Q (152631.510000 sec): 3 clusters
  Score: Raw -207041.584592 + Penalty 2547.076886 = -204494.507706
  nChanged 15
		SP:Iteration 24Q (152631.560000 sec): 3 clusters
  Score: Raw -207052.481728 + Penalty 2547.076886 = -204505.404842
  nChanged 19
		SP:Iteration 25Q (152631.610000 sec): 3 clusters
  Score: Raw -207064.463012 + Penalty 2547.076886 = -204517.386125
  nChanged 17
		SP:Iteration 26Q (152631.660000 sec): 3 clusters
  Score: Raw -207074.143125 + Penalty 2547.076886 = -204527.066238
  nChanged 20
		SP:Iteration 27Q (152631.710000 sec): 3 clusters
  Score: Raw -207084.155086 + Penalty 2547.076886 = -204537.078199
  nChanged 23
		SP:Iteration 28Q (152631.760000 sec): 3 clusters
  Score: Raw -207096.010283 + Penalty 2547.076886 = -204548.933396
  nChanged 21
		SP:Iteration 29Q (152631.810000 sec): 3 clusters
  Score: Raw -207111.020402 + Penalty 2547.076886 = -204563.943516
  nChanged 28
		SP:Iteration 30Q (152631.860000 sec): 3 clusters
  Score: Raw -207129.668963 + Penalty 2547.076886 = -204582.592076
  nChanged 32
		SP:Iteration 31Q (152631.910000 sec): 3 clusters
  Score: Raw -207146.712099 + Penalty 2547.076886 = -204599.635213
  nChanged 21
		SP:Iteration 32Q (152631.950000 sec): 3 clusters
  Score: Raw -207158.653936 + Penalty 2547.076886 = -204611.577049
  nChanged 17
		SP:Iteration 33Q (152632.090000 sec): 3 clusters
  Score: Raw -207173.829704 + Penalty 2547.076886 = -204626.752817
  nChanged 24
		SP:Iteration 34Q (152632.250000 sec): 3 clusters
  Score: Raw -207190.936905 + Penalty 2547.076886 = -204643.860019
  nChanged 25
		SP:Iteration 35Q (152632.430000 sec): 3 clusters
  Score: Raw -207205.748562 + Penalty 2547.076886 = -204658.671675
  nChanged 16
		SP:Iteration 36Q (152632.610000 sec): 3 clusters
  Score: Raw -207216.175601 + Penalty 2547.076886 = -204669.098715
  nChanged 14
		SP:Iteration 37Q (152632.780000 sec): 3 clusters
  Score: Raw -207224.603812 + Penalty 2547.076886 = -204677.526926
  nChanged 10
		SP:Iteration 38Q (152632.960000 sec): 3 clusters
  Score: Raw -207230.542697 + Penalty 2547.076886 = -204683.465811
  nChanged 9
		SP:Iteration 39Q (152633.130000 sec): 3 clusters
  Score: Raw -207236.140931 + Penalty 2547.076886 = -204689.064045
  nChanged 9
		SP:Iteration 40F (152633.310000 sec): 3 clusters
  Score: Raw -207244.796929 + Penalty 2547.076886 = -204697.720043
  nChanged 10
		SP:Iteration 41Q (152633.490000 sec): 3 clusters
  Score: Raw -207249.868250 + Penalty 2547.076886 = -204702.791363
  nChanged 13
		SP:Iteration 42Q (152633.660000 sec): 3 clusters
  Score: Raw -207254.671343 + Penalty 2547.076886 = -204707.594457
  nChanged 6
		SP:Iteration 43Q (152633.840000 sec): 3 clusters
  Score: Raw -207257.833347 + Penalty 2547.076886 = -204710.756461
  nChanged 4
		SP:Iteration 44Q (152634.010000 sec): 3 clusters
  Score: Raw -207258.819758 + Penalty 2547.076886 = -204711.742872
  nChanged 2
		SP:Iteration 45Q (152634.190000 sec): 3 clusters
  Score: Raw -207260.644532 + Penalty 2547.076886 = -204713.567646
  nChanged 3
		SP:Iteration 46Q (152634.320000 sec): 3 clusters
  Score: Raw -207263.812857 + Penalty 2547.076886 = -204716.735971
  nChanged 5
		SP:Iteration 47Q (152634.370000 sec): 3 clusters
  Score: Raw -207265.875712 + Penalty 2547.076886 = -204718.798826
  nChanged 3
		SP:Iteration 48Q (152634.420000 sec): 3 clusters
  Score: Raw -207267.287090 + Penalty 2547.076886 = -204720.210204
  nChanged 3
		SP:Iteration 49Q (152634.470000 sec): 3 clusters
  Score: Raw -207268.552350 + Penalty 2547.076886 = -204721.475464
  nChanged 3
		SP:Iteration 50Q (152634.520000 sec): 3 clusters
  Score: Raw -207269.834711 + Penalty 2547.076886 = -204722.757824
  nChanged 2
		SP:Iteration 51Q (152634.570000 sec): 3 clusters
  Score: Raw -207271.037178 + Penalty 2547.076886 = -204723.960291
  nChanged 3
		SP:Iteration 52Q (152634.620000 sec): 3 clusters
  Score: Raw -207272.679057 + Penalty 2547.076886 = -204725.602171
  nChanged 2
		SP:Iteration 53Q (152634.670000 sec): 3 clusters
  Score: Raw -207273.376631 + Penalty 2547.076886 = -204726.299745
  nChanged 0
		SP:Iteration 54F (152634.720000 sec): 3 clusters
  Score: Raw -207273.376631 + Penalty 2547.076886 = -204726.299745
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (3023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152634.790000 sec): 2 clusters
  Score: Raw -239762.220477 + Penalty 1302.275812 = -238459.944665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152634.850000 sec): 3 clusters
  Score: Raw -238340.412186 + Penalty 2604.551623 = -235735.860562
  nChanged 1170
		SP:Iteration 1F (152634.910000 sec): 3 clusters
  Score: Raw -239239.713250 + Penalty 2604.551623 = -236635.161627
  nChanged 313
		SP:Iteration 2F (152634.970000 sec): 3 clusters
  Score: Raw -239568.668911 + Penalty 2604.551623 = -236964.117288
  nChanged 219
		SP:Iteration 3F (152635.030000 sec): 3 clusters
  Score: Raw -239771.448322 + Penalty 2604.551623 = -237166.896699
  nChanged 162
		SP:Iteration 4F (152635.090000 sec): 3 clusters
  Score: Raw -239916.482859 + Penalty 2604.551623 = -237311.931236
  nChanged 119
		SP:Iteration 5Q (152635.150000 sec): 3 clusters
  Score: Raw -239996.659063 + Penalty 2604.551623 = -237392.107440
  nChanged 74
		SP:Iteration 6Q (152635.220000 sec): 3 clusters
  Score: Raw -240035.586594 + Penalty 2604.551623 = -237431.034971
  nChanged 48
		SP:Iteration 7Q (152635.280000 sec): 3 clusters
  Score: Raw -240060.893870 + Penalty 2604.551623 = -237456.342247
  nChanged 42
		SP:Iteration 8Q (152635.340000 sec): 3 clusters
  Score: Raw -240080.104498 + Penalty 2604.551623 = -237475.552874
  nChanged 29
		SP:Iteration 9Q (152635.400000 sec): 3 clusters
  Score: Raw -240092.654620 + Penalty 2604.551623 = -237488.102997
  nChanged 25
		SP:Iteration 10Q (152635.460000 sec): 3 clusters
  Score: Raw -240102.993104 + Penalty 2604.551623 = -237498.441480
  nChanged 19
		SP:Iteration 11Q (152635.520000 sec): 3 clusters
  Score: Raw -240110.099706 + Penalty 2604.551623 = -237505.548083
  nChanged 13
		SP:Iteration 12Q (152635.580000 sec): 3 clusters
  Score: Raw -240115.508878 + Penalty 2604.551623 = -237510.957255
  nChanged 16
		SP:Iteration 13Q (152635.650000 sec): 3 clusters
  Score: Raw -240123.775444 + Penalty 2604.551623 = -237519.223821
  nChanged 18
		SP:Iteration 14Q (152635.780000 sec): 3 clusters
  Score: Raw -240130.656370 + Penalty 2604.551623 = -237526.104747
  nChanged 15
		SP:Iteration 15Q (152635.840000 sec): 3 clusters
  Score: Raw -240135.028838 + Penalty 2604.551623 = -237530.477214
  nChanged 10
		SP:Iteration 16Q (152635.900000 sec): 3 clusters
  Score: Raw -240137.628889 + Penalty 2604.551623 = -237533.077266
  nChanged 10
		SP:Iteration 17Q (152635.960000 sec): 3 clusters
  Score: Raw -240139.790348 + Penalty 2604.551623 = -237535.238725
  nChanged 6
		SP:Iteration 18Q (152636.020000 sec): 3 clusters
  Score: Raw -240141.280566 + Penalty 2604.551623 = -237536.728943
  nChanged 0
		SP:Iteration 19F (152636.080000 sec): 3 clusters
  Score: Raw -240141.280566 + Penalty 2604.551623 = -237536.728943
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (7846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152636.190000 sec): 2 clusters
  Score: Raw -681027.138181 + Penalty 1457.260858 = -679569.877323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152636.400000 sec): 3 clusters
  Score: Raw -676741.283533 + Penalty 2914.521716 = -673826.761817
  nChanged 3359
		SP:Iteration 1F (152636.590000 sec): 3 clusters
  Score: Raw -678896.125263 + Penalty 2914.521716 = -675981.603547
  nChanged 752
		SP:Iteration 2F (152636.790000 sec): 3 clusters
  Score: Raw -679563.366385 + Penalty 2914.521716 = -676648.844669
  nChanged 629
		SP:Iteration 3F (152636.990000 sec): 3 clusters
  Score: Raw -680072.113150 + Penalty 2914.521716 = -677157.591434
  nChanged 524
		SP:Iteration 4F (152637.190000 sec): 3 clusters
  Score: Raw -680418.281094 + Penalty 2914.521716 = -677503.759378
  nChanged 366
		SP:Iteration 5Q (152637.390000 sec): 3 clusters
  Score: Raw -680630.070264 + Penalty 2914.521716 = -677715.548547
  nChanged 290
		SP:Iteration 6Q (152637.590000 sec): 3 clusters
  Score: Raw -680782.990765 + Penalty 2914.521716 = -677868.469049
  nChanged 236
		SP:Iteration 7Q (152637.790000 sec): 3 clusters
  Score: Raw -680909.781426 + Penalty 2914.521716 = -677995.259709
  nChanged 207
		SP:Iteration 8Q (152637.990000 sec): 3 clusters
  Score: Raw -681015.575160 + Penalty 2914.521716 = -678101.053444
  nChanged 172
		SP:Iteration 9Q (152638.190000 sec): 3 clusters
  Score: Raw -681096.600712 + Penalty 2914.521716 = -678182.078995
  nChanged 144
		SP:Iteration 10Q (152638.380000 sec): 3 clusters
  Score: Raw -681159.555865 + Penalty 2914.521716 = -678245.034149
  nChanged 119
		SP:Iteration 11Q (152638.580000 sec): 3 clusters
  Score: Raw -681203.837256 + Penalty 2914.521716 = -678289.315539
  nChanged 93
		SP:Iteration 12Q (152638.780000 sec): 3 clusters
  Score: Raw -681233.586560 + Penalty 2914.521716 = -678319.064844
  nChanged 78
		SP:Iteration 13Q (152638.980000 sec): 3 clusters
  Score: Raw -681260.874717 + Penalty 2914.521716 = -678346.353001
  nChanged 80
		SP:Iteration 14Q (152639.180000 sec): 3 clusters
  Score: Raw -681287.982385 + Penalty 2914.521716 = -678373.460669
  nChanged 75
		SP:Iteration 15Q (152639.370000 sec): 3 clusters
  Score: Raw -681316.142809 + Penalty 2914.521716 = -678401.621093
  nChanged 90
		SP:Iteration 16Q (152639.570000 sec): 3 clusters
  Score: Raw -681352.618017 + Penalty 2914.521716 = -678438.096300
  nChanged 99
		SP:Iteration 17Q (152639.770000 sec): 3 clusters
  Score: Raw -681391.982153 + Penalty 2914.521716 = -678477.460437
  nChanged 98
		SP:Iteration 18Q (152639.970000 sec): 3 clusters
  Score: Raw -681427.795177 + Penalty 2914.521716 = -678513.273461
  nChanged 100
		SP:Iteration 19Q (152640.170000 sec): 3 clusters
  Score: Raw -681470.204803 + Penalty 2914.521716 = -678555.683087
  nChanged 96
		SP:Iteration 20F (152640.370000 sec): 3 clusters
  Score: Raw -681510.678483 + Penalty 2914.521716 = -678596.156766
  nChanged 104
		SP:Iteration 21Q (152640.570000 sec): 3 clusters
  Score: Raw -681552.189866 + Penalty 2914.521716 = -678637.668150
  nChanged 107
		SP:Iteration 22Q (152640.770000 sec): 3 clusters
  Score: Raw -681592.138685 + Penalty 2914.521716 = -678677.616969
  nChanged 92
		SP:Iteration 23Q (152640.970000 sec): 3 clusters
  Score: Raw -681631.595752 + Penalty 2914.521716 = -678717.074036
  nChanged 94
		SP:Iteration 24Q (152641.160000 sec): 3 clusters
  Score: Raw -681674.028765 + Penalty 2914.521716 = -678759.507049
  nChanged 86
		SP:Iteration 25Q (152641.360000 sec): 3 clusters
  Score: Raw -681712.453168 + Penalty 2914.521716 = -678797.931452
  nChanged 92
		SP:Iteration 26Q (152641.560000 sec): 3 clusters
  Score: Raw -681749.981342 + Penalty 2914.521716 = -678835.459625
  nChanged 86
		SP:Iteration 27Q (152641.760000 sec): 3 clusters
  Score: Raw -681787.610330 + Penalty 2914.521716 = -678873.088614
  nChanged 96
		SP:Iteration 28Q (152641.960000 sec): 3 clusters
  Score: Raw -681826.351067 + Penalty 2914.521716 = -678911.829351
  nChanged 70
		SP:Iteration 29Q (152642.160000 sec): 3 clusters
  Score: Raw -681851.528777 + Penalty 2914.521716 = -678937.007061
  nChanged 64
		SP:Iteration 30Q (152642.360000 sec): 3 clusters
  Score: Raw -681873.584244 + Penalty 2914.521716 = -678959.062528
  nChanged 63
		SP:Iteration 31Q (152642.550000 sec): 3 clusters
  Score: Raw -681891.884970 + Penalty 2914.521716 = -678977.363254
  nChanged 43
		SP:Iteration 32Q (152642.750000 sec): 3 clusters
  Score: Raw -681903.886742 + Penalty 2914.521716 = -678989.365026
  nChanged 43
		SP:Iteration 33Q (152642.950000 sec): 3 clusters
  Score: Raw -681914.564173 + Penalty 2914.521716 = -679000.042457
  nChanged 28
		SP:Iteration 34Q (152643.150000 sec): 3 clusters
  Score: Raw -681921.229412 + Penalty 2914.521716 = -679006.707696
  nChanged 21
		SP:Iteration 35Q (152643.350000 sec): 3 clusters
  Score: Raw -681925.712426 + Penalty 2914.521716 = -679011.190710
  nChanged 23
		SP:Iteration 36Q (152643.550000 sec): 3 clusters
  Score: Raw -681928.897970 + Penalty 2914.521716 = -679014.376253
  nChanged 9
		SP:Iteration 37Q (152643.750000 sec): 3 clusters
  Score: Raw -681930.254765 + Penalty 2914.521716 = -679015.733049
  nChanged 7
		SP:Iteration 38Q (152643.950000 sec): 3 clusters
  Score: Raw -681931.155861 + Penalty 2914.521716 = -679016.634144
  nChanged 7
		SP:Iteration 39Q (152644.150000 sec): 3 clusters
  Score: Raw -681932.392592 + Penalty 2914.521716 = -679017.870876
  nChanged 6
		SP:Iteration 40F (152644.350000 sec): 3 clusters
  Score: Raw -681933.157611 + Penalty 2914.521716 = -679018.635895
  nChanged 2
		SP:Iteration 41Q (152644.540000 sec): 3 clusters
  Score: Raw -681933.395090 + Penalty 2914.521716 = -679018.873374
  nChanged 3
		SP:Iteration 42Q (152644.740000 sec): 3 clusters
  Score: Raw -681933.862999 + Penalty 2914.521716 = -679019.341283
  nChanged 3
		SP:Iteration 43Q (152644.940000 sec): 3 clusters
  Score: Raw -681934.343510 + Penalty 2914.521716 = -679019.821794
  nChanged 0
		SP:Iteration 44F (152645.140000 sec): 3 clusters
  Score: Raw -681934.343510 + Penalty 2914.521716 = -679019.821794
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152645.230000 sec): 2 clusters
  Score: Raw -372488.089791 + Penalty 1365.034098 = -371123.055693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152645.410000 sec): 3 clusters
  Score: Raw -370216.234098 + Penalty 2730.068197 = -367486.165902
  nChanged 1821
		SP:Iteration 1F (152645.580000 sec): 3 clusters
  Score: Raw -371428.910519 + Penalty 2730.068197 = -368698.842322
  nChanged 450
		SP:Iteration 2F (152645.760000 sec): 3 clusters
  Score: Raw -371903.578204 + Penalty 2730.068197 = -369173.510007
  nChanged 361
		SP:Iteration 3F (152645.930000 sec): 3 clusters
  Score: Raw -372275.408506 + Penalty 2730.068197 = -369545.340309
  nChanged 317
		SP:Iteration 4F (152646.110000 sec): 3 clusters
  Score: Raw -372619.339615 + Penalty 2730.068197 = -369889.271418
  nChanged 291
		SP:Iteration 5F (152646.290000 sec): 3 clusters
  Score: Raw -372933.508474 + Penalty 2730.068197 = -370203.440278
  nChanged 264
		SP:Iteration 6F (152646.460000 sec): 3 clusters
  Score: Raw -373174.744969 + Penalty 2730.068197 = -370444.676773
  nChanged 201
		SP:Iteration 7Q (152646.630000 sec): 3 clusters
  Score: Raw -373357.825429 + Penalty 2730.068197 = -370627.757233
  nChanged 164
		SP:Iteration 8Q (152646.750000 sec): 3 clusters
  Score: Raw -373492.281112 + Penalty 2730.068197 = -370762.212916
  nChanged 131
		SP:Iteration 9Q (152646.840000 sec): 3 clusters
  Score: Raw -373590.074239 + Penalty 2730.068197 = -370860.006043
  nChanged 83
		SP:Iteration 10Q (152646.920000 sec): 3 clusters
  Score: Raw -373645.501805 + Penalty 2730.068197 = -370915.433609
  nChanged 56
		SP:Iteration 11Q (152647.010000 sec): 3 clusters
  Score: Raw -373675.131868 + Penalty 2730.068197 = -370945.063671
  nChanged 48
		SP:Iteration 12Q (152647.090000 sec): 3 clusters
  Score: Raw -373701.500882 + Penalty 2730.068197 = -370971.432685
  nChanged 40
		SP:Iteration 13Q (152647.170000 sec): 3 clusters
  Score: Raw -373722.369571 + Penalty 2730.068197 = -370992.301374
  nChanged 24
		SP:Iteration 14Q (152647.260000 sec): 3 clusters
  Score: Raw -373732.680281 + Penalty 2730.068197 = -371002.612084
  nChanged 22
		SP:Iteration 15Q (152647.340000 sec): 3 clusters
  Score: Raw -373740.295522 + Penalty 2730.068197 = -371010.227325
  nChanged 12
		SP:Iteration 16Q (152647.520000 sec): 3 clusters
  Score: Raw -373744.099640 + Penalty 2730.068197 = -371014.031443
  nChanged 9
		SP:Iteration 17Q (152647.700000 sec): 3 clusters
  Score: Raw -373747.304101 + Penalty 2730.068197 = -371017.235904
  nChanged 9
		SP:Iteration 18Q (152647.870000 sec): 3 clusters
  Score: Raw -373752.987439 + Penalty 2730.068197 = -371022.919243
  nChanged 11
		SP:Iteration 19Q (152648.050000 sec): 3 clusters
  Score: Raw -373755.373022 + Penalty 2730.068197 = -371025.304825
  nChanged 4
		SP:Iteration 20F (152648.230000 sec): 3 clusters
  Score: Raw -373756.601997 + Penalty 2730.068197 = -371026.533800
  nChanged 5
		SP:Iteration 21Q (152648.400000 sec): 3 clusters
  Score: Raw -373758.112340 + Penalty 2730.068197 = -371028.044144
  nChanged 6
		SP:Iteration 22Q (152648.580000 sec): 3 clusters
  Score: Raw -373760.495849 + Penalty 2730.068197 = -371030.427652
  nChanged 8
		SP:Iteration 23Q (152648.750000 sec): 3 clusters
  Score: Raw -373761.993485 + Penalty 2730.068197 = -371031.925288
  nChanged 2
		SP:Iteration 24Q (152648.930000 sec): 3 clusters
  Score: Raw -373762.394299 + Penalty 2730.068197 = -371032.326103
  nChanged 0
		SP:Iteration 25F (152649.110000 sec): 3 clusters
  Score: Raw -373762.394299 + Penalty 2730.068197 = -371032.326103
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152649.180000 sec): 2 clusters
  Score: Raw -231501.887840 + Penalty 1271.082151 = -230230.805688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152649.360000 sec): 3 clusters
  Score: Raw -230353.566583 + Penalty 2542.164303 = -227811.402280
  nChanged 907
		SP:Iteration 1F (152649.530000 sec): 3 clusters
  Score: Raw -230874.409064 + Penalty 2542.164303 = -228332.244762
  nChanged 207
		SP:Iteration 2F (152649.710000 sec): 3 clusters
  Score: Raw -231052.599060 + Penalty 2542.164303 = -228510.434758
  nChanged 178
		SP:Iteration 3F (152649.890000 sec): 3 clusters
  Score: Raw -231194.607252 + Penalty 2542.164303 = -228652.442949
  nChanged 143
		SP:Iteration 4F (152650.060000 sec): 3 clusters
  Score: Raw -231301.135748 + Penalty 2542.164303 = -228758.971445
  nChanged 121
		SP:Iteration 5Q (152650.240000 sec): 3 clusters
  Score: Raw -231389.437109 + Penalty 2542.164303 = -228847.272806
  nChanged 119
		SP:Iteration 6Q (152650.410000 sec): 3 clusters
  Score: Raw -231469.134352 + Penalty 2542.164303 = -228926.970049
  nChanged 94
		SP:Iteration 7Q (152650.590000 sec): 3 clusters
  Score: Raw -231537.384390 + Penalty 2542.164303 = -228995.220088
  nChanged 76
		SP:Iteration 8Q (152650.770000 sec): 3 clusters
  Score: Raw -231589.764911 + Penalty 2542.164303 = -229047.600609
  nChanged 61
		SP:Iteration 9Q (152650.940000 sec): 3 clusters
  Score: Raw -231626.229194 + Penalty 2542.164303 = -229084.064892
  nChanged 35
		SP:Iteration 10Q (152651.120000 sec): 3 clusters
  Score: Raw -231647.550779 + Penalty 2542.164303 = -229105.386477
  nChanged 24
		SP:Iteration 11Q (152651.290000 sec): 3 clusters
  Score: Raw -231658.005162 + Penalty 2542.164303 = -229115.840859
  nChanged 16
		SP:Iteration 12Q (152651.430000 sec): 3 clusters
  Score: Raw -231664.884305 + Penalty 2542.164303 = -229122.720002
  nChanged 17
		SP:Iteration 13Q (152651.490000 sec): 3 clusters
  Score: Raw -231673.835165 + Penalty 2542.164303 = -229131.670862
  nChanged 20
		SP:Iteration 14Q (152651.540000 sec): 3 clusters
  Score: Raw -231683.555580 + Penalty 2542.164303 = -229141.391278
  nChanged 22
		SP:Iteration 15Q (152651.590000 sec): 3 clusters
  Score: Raw -231694.265305 + Penalty 2542.164303 = -229152.101003
  nChanged 23
		SP:Iteration 16Q (152651.630000 sec): 3 clusters
  Score: Raw -231707.404804 + Penalty 2542.164303 = -229165.240501
  nChanged 22
		SP:Iteration 17Q (152651.690000 sec): 3 clusters
  Score: Raw -231718.279110 + Penalty 2542.164303 = -229176.114808
  nChanged 14
		SP:Iteration 18Q (152651.730000 sec): 3 clusters
  Score: Raw -231726.279235 + Penalty 2542.164303 = -229184.114932
  nChanged 13
		SP:Iteration 19Q (152651.790000 sec): 3 clusters
  Score: Raw -231730.683273 + Penalty 2542.164303 = -229188.518971
  nChanged 7
		SP:Iteration 20F (152651.830000 sec): 3 clusters
  Score: Raw -231733.567303 + Penalty 2542.164303 = -229191.403000
  nChanged 7
		SP:Iteration 21Q (152651.890000 sec): 3 clusters
  Score: Raw -231735.992910 + Penalty 2542.164303 = -229193.828607
  nChanged 4
		SP:Iteration 22Q (152651.930000 sec): 3 clusters
  Score: Raw -231737.460837 + Penalty 2542.164303 = -229195.296534
  nChanged 4
		SP:Iteration 23Q (152651.980000 sec): 3 clusters
  Score: Raw -231739.175560 + Penalty 2542.164303 = -229197.011258
  nChanged 2
		SP:Iteration 24Q (152652.030000 sec): 3 clusters
  Score: Raw -231740.458162 + Penalty 2542.164303 = -229198.293860
  nChanged 6
		SP:Iteration 25Q (152652.080000 sec): 3 clusters
  Score: Raw -231742.370427 + Penalty 2542.164303 = -229200.206125
  nChanged 2
		SP:Iteration 26Q (152652.130000 sec): 3 clusters
  Score: Raw -231742.896005 + Penalty 2542.164303 = -229200.731702
  nChanged 1
		SP:Iteration 27Q (152652.180000 sec): 3 clusters
  Score: Raw -231743.246012 + Penalty 2542.164303 = -229201.081710
  nChanged 1
		SP:Iteration 28Q (152652.230000 sec): 3 clusters
  Score: Raw -231743.503375 + Penalty 2542.164303 = -229201.339072
  nChanged 0
		SP:Iteration 29F (152652.280000 sec): 3 clusters
  Score: Raw -231743.503375 + Penalty 2542.164303 = -229201.339072
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (6362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152652.390000 sec): 2 clusters
  Score: Raw -621208.504354 + Penalty 1423.190937 = -619785.313417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152652.610000 sec): 3 clusters
  Score: Raw -617784.011037 + Penalty 2846.381874 = -614937.629164
  nChanged 2666
		SP:Iteration 1F (152652.770000 sec): 3 clusters
  Score: Raw -619371.216176 + Penalty 2846.381874 = -616524.834302
  nChanged 597
		SP:Iteration 2F (152652.940000 sec): 3 clusters
  Score: Raw -619826.638286 + Penalty 2846.381874 = -616980.256413
  nChanged 506
		SP:Iteration 3F (152653.100000 sec): 3 clusters
  Score: Raw -620198.164349 + Penalty 2846.381874 = -617351.782476
  nChanged 441
		SP:Iteration 4F (152653.270000 sec): 3 clusters
  Score: Raw -620516.103424 + Penalty 2846.381874 = -617669.721551
  nChanged 358
		SP:Iteration 5F (152653.430000 sec): 3 clusters
  Score: Raw -620749.609156 + Penalty 2846.381874 = -617903.227282
  nChanged 266
		SP:Iteration 6Q (152653.600000 sec): 3 clusters
  Score: Raw -620900.192049 + Penalty 2846.381874 = -618053.810175
  nChanged 190
		SP:Iteration 7Q (152653.770000 sec): 3 clusters
  Score: Raw -620995.338232 + Penalty 2846.381874 = -618148.956358
  nChanged 145
		SP:Iteration 8Q (152653.930000 sec): 3 clusters
  Score: Raw -621060.096745 + Penalty 2846.381874 = -618213.714871
  nChanged 98
		SP:Iteration 9Q (152654.090000 sec): 3 clusters
  Score: Raw -621103.326322 + Penalty 2846.381874 = -618256.944448
  nChanged 74
		SP:Iteration 10Q (152654.260000 sec): 3 clusters
  Score: Raw -621133.664145 + Penalty 2846.381874 = -618287.282271
  nChanged 61
		SP:Iteration 11Q (152654.430000 sec): 3 clusters
  Score: Raw -621157.707916 + Penalty 2846.381874 = -618311.326043
  nChanged 52
		SP:Iteration 12Q (152654.590000 sec): 3 clusters
  Score: Raw -621177.836109 + Penalty 2846.381874 = -618331.454236
  nChanged 49
		SP:Iteration 13Q (152654.760000 sec): 3 clusters
  Score: Raw -621193.930013 + Penalty 2846.381874 = -618347.548140
  nChanged 38
		SP:Iteration 14Q (152654.950000 sec): 3 clusters
  Score: Raw -621208.331260 + Penalty 2846.381874 = -618361.949386
  nChanged 35
		SP:Iteration 15Q (152655.130000 sec): 3 clusters
  Score: Raw -621219.592200 + Penalty 2846.381874 = -618373.210327
  nChanged 25
		SP:Iteration 16Q (152655.290000 sec): 3 clusters
  Score: Raw -621229.049453 + Penalty 2846.381874 = -618382.667579
  nChanged 31
		SP:Iteration 17Q (152655.460000 sec): 3 clusters
  Score: Raw -621238.767194 + Penalty 2846.381874 = -618392.385321
  nChanged 27
		SP:Iteration 18Q (152655.630000 sec): 3 clusters
  Score: Raw -621245.423548 + Penalty 2846.381874 = -618399.041674
  nChanged 20
		SP:Iteration 19Q (152655.790000 sec): 3 clusters
  Score: Raw -621250.755325 + Penalty 2846.381874 = -618404.373452
  nChanged 22
		SP:Iteration 20F (152655.950000 sec): 3 clusters
  Score: Raw -621256.600679 + Penalty 2846.381874 = -618410.218805
  nChanged 23
		SP:Iteration 21Q (152656.120000 sec): 3 clusters
  Score: Raw -621264.273902 + Penalty 2846.381874 = -618417.892029
  nChanged 22
		SP:Iteration 22Q (152656.290000 sec): 3 clusters
  Score: Raw -621270.817913 + Penalty 2846.381874 = -618424.436040
  nChanged 26
		SP:Iteration 23Q (152656.450000 sec): 3 clusters
  Score: Raw -621279.924959 + Penalty 2846.381874 = -618433.543086
  nChanged 25
		SP:Iteration 24Q (152656.620000 sec): 3 clusters
  Score: Raw -621288.017464 + Penalty 2846.381874 = -618441.635590
  nChanged 19
		SP:Iteration 25Q (152656.780000 sec): 3 clusters
  Score: Raw -621294.381496 + Penalty 2846.381874 = -618447.999623
  nChanged 20
		SP:Iteration 26Q (152656.950000 sec): 3 clusters
  Score: Raw -621301.250474 + Penalty 2846.381874 = -618454.868600
  nChanged 21
		SP:Iteration 27Q (152657.140000 sec): 3 clusters
  Score: Raw -621307.118911 + Penalty 2846.381874 = -618460.737037
  nChanged 15
		SP:Iteration 28Q (152657.240000 sec): 3 clusters
  Score: Raw -621310.753225 + Penalty 2846.381874 = -618464.371351
  nChanged 11
		SP:Iteration 29Q (152657.340000 sec): 3 clusters
  Score: Raw -621314.827178 + Penalty 2846.381874 = -618468.445305
  nChanged 12
		SP:Iteration 30Q (152657.440000 sec): 3 clusters
  Score: Raw -621319.405178 + Penalty 2846.381874 = -618473.023305
  nChanged 16
		SP:Iteration 31Q (152657.540000 sec): 3 clusters
  Score: Raw -621326.028551 + Penalty 2846.381874 = -618479.646677
  nChanged 18
		SP:Iteration 32Q (152657.650000 sec): 3 clusters
  Score: Raw -621332.076904 + Penalty 2846.381874 = -618485.695030
  nChanged 13
		SP:Iteration 33Q (152657.760000 sec): 3 clusters
  Score: Raw -621336.089552 + Penalty 2846.381874 = -618489.707678
  nChanged 9
		SP:Iteration 34Q (152657.860000 sec): 3 clusters
  Score: Raw -621338.331631 + Penalty 2846.381874 = -618491.949758
  nChanged 8
		SP:Iteration 35Q (152657.960000 sec): 3 clusters
  Score: Raw -621340.423392 + Penalty 2846.381874 = -618494.041519
  nChanged 6
		SP:Iteration 36Q (152658.060000 sec): 3 clusters
  Score: Raw -621341.830553 + Penalty 2846.381874 = -618495.448679
  nChanged 6
		SP:Iteration 37Q (152658.250000 sec): 3 clusters
  Score: Raw -621344.637188 + Penalty 2846.381874 = -618498.255315
  nChanged 6
		SP:Iteration 38Q (152658.460000 sec): 3 clusters
  Score: Raw -621346.214952 + Penalty 2846.381874 = -618499.833079
  nChanged 6
		SP:Iteration 39Q (152658.640000 sec): 3 clusters
  Score: Raw -621348.419974 + Penalty 2846.381874 = -618502.038101
  nChanged 8
		SP:Iteration 40F (152658.770000 sec): 3 clusters
  Score: Raw -621352.428017 + Penalty 2846.381874 = -618506.046144
  nChanged 8
		SP:Iteration 41Q (152658.980000 sec): 3 clusters
  Score: Raw -621356.063849 + Penalty 2846.381874 = -618509.681975
  nChanged 11
		SP:Iteration 42Q (152659.140000 sec): 3 clusters
  Score: Raw -621360.269650 + Penalty 2846.381874 = -618513.887776
  nChanged 5
		SP:Iteration 43Q (152659.350000 sec): 3 clusters
  Score: Raw -621361.988785 + Penalty 2846.381874 = -618515.606912
  nChanged 2
		SP:Iteration 44Q (152659.520000 sec): 3 clusters
  Score: Raw -621362.589531 + Penalty 2846.381874 = -618516.207657
  nChanged 1
		SP:Iteration 45Q (152659.680000 sec): 3 clusters
  Score: Raw -621362.999535 + Penalty 2846.381874 = -618516.617661
  nChanged 1
		SP:Iteration 46Q (152659.850000 sec): 3 clusters
  Score: Raw -621363.398570 + Penalty 2846.381874 = -618517.016696
  nChanged 2
		SP:Iteration 47Q (152660.010000 sec): 3 clusters
  Score: Raw -621364.297610 + Penalty 2846.381874 = -618517.915737
  nChanged 2
		SP:Iteration 48Q (152660.180000 sec): 3 clusters
  Score: Raw -621365.292846 + Penalty 2846.381874 = -618518.910972
  nChanged 3
		SP:Iteration 49Q (152660.340000 sec): 3 clusters
  Score: Raw -621365.978543 + Penalty 2846.381874 = -618519.596670
  nChanged 3
		SP:Iteration 50Q (152660.510000 sec): 3 clusters
  Score: Raw -621366.632086 + Penalty 2846.381874 = -618520.250212
  nChanged 1
		SP:Iteration 51Q (152660.680000 sec): 3 clusters
  Score: Raw -621367.035234 + Penalty 2846.381874 = -618520.653360
  nChanged 3
		SP:Iteration 52Q (152660.840000 sec): 3 clusters
  Score: Raw -621367.896533 + Penalty 2846.381874 = -618521.514659
  nChanged 4
		SP:Iteration 53Q (152661.000000 sec): 3 clusters
  Score: Raw -621368.896255 + Penalty 2846.381874 = -618522.514382
  nChanged 6
		SP:Iteration 54Q (152661.170000 sec): 3 clusters
  Score: Raw -621370.316601 + Penalty 2846.381874 = -618523.934727
  nChanged 3
		SP:Iteration 55Q (152661.340000 sec): 3 clusters
  Score: Raw -621370.998045 + Penalty 2846.381874 = -618524.616172
  nChanged 3
		SP:Iteration 56Q (152661.500000 sec): 3 clusters
  Score: Raw -621371.925820 + Penalty 2846.381874 = -618525.543946
  nChanged 3
		SP:Iteration 57Q (152661.670000 sec): 3 clusters
  Score: Raw -621372.630613 + Penalty 2846.381874 = -618526.248740
  nChanged 2
		SP:Iteration 58Q (152661.830000 sec): 3 clusters
  Score: Raw -621372.960630 + Penalty 2846.381874 = -618526.578756
  nChanged 3
		SP:Iteration 59Q (152662.030000 sec): 3 clusters
  Score: Raw -621373.615985 + Penalty 2846.381874 = -618527.234112
  nChanged 4
		SP:Iteration 60F (152662.130000 sec): 3 clusters
  Score: Raw -621374.653325 + Penalty 2846.381874 = -618528.271451
  nChanged 1
		SP:Iteration 61Q (152662.230000 sec): 3 clusters
  Score: Raw -621374.892104 + Penalty 2846.381874 = -618528.510231
  nChanged 1
		SP:Iteration 62Q (152662.420000 sec): 3 clusters
  Score: Raw -621374.976397 + Penalty 2846.381874 = -618528.594524
  nChanged 1
		SP:Iteration 63Q (152662.630000 sec): 3 clusters
  Score: Raw -621375.136436 + Penalty 2846.381874 = -618528.754563
  nChanged 1
		SP:Iteration 64Q (152662.790000 sec): 3 clusters
  Score: Raw -621375.430851 + Penalty 2846.381874 = -618529.048978
  nChanged 2
		SP:Iteration 65Q (152662.960000 sec): 3 clusters
  Score: Raw -621375.997719 + Penalty 2846.381874 = -618529.615846
  nChanged 1
		SP:Iteration 66Q (152663.120000 sec): 3 clusters
  Score: Raw -621376.145551 + Penalty 2846.381874 = -618529.763678
  nChanged 0
		SP:Iteration 67F (152663.330000 sec): 3 clusters
  Score: Raw -621376.145551 + Penalty 2846.381874 = -618529.763678
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152663.410000 sec): 2 clusters
  Score: Raw -59692.583451 + Penalty 1115.198161 = -58577.385290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152663.590000 sec): 3 clusters
  Score: Raw -59422.182970 + Penalty 2230.396322 = -57191.786648
  nChanged 304
		SP:Iteration 1F (152663.760000 sec): 3 clusters
  Score: Raw -59846.489997 + Penalty 2230.396322 = -57616.093675
  nChanged 116
		SP:Iteration 2F (152663.940000 sec): 3 clusters
  Score: Raw -60057.002640 + Penalty 2230.396322 = -57826.606318
  nChanged 60
		SP:Iteration 3F (152664.120000 sec): 3 clusters
  Score: Raw -60154.451790 + Penalty 2230.396322 = -57924.055468
  nChanged 43
		SP:Iteration 4Q (152664.280000 sec): 3 clusters
  Score: Raw -60210.006758 + Penalty 2230.396322 = -57979.610437
  nChanged 23
		SP:Iteration 5Q (152664.450000 sec): 3 clusters
  Score: Raw -60243.677067 + Penalty 2230.396322 = -58013.280745
  nChanged 18
		SP:Iteration 6Q (152664.610000 sec): 3 clusters
  Score: Raw -60264.639156 + Penalty 2230.396322 = -58034.242834
  nChanged 10
		SP:Iteration 7Q (152664.770000 sec): 3 clusters
  Score: Raw -60282.391280 + Penalty 2230.396322 = -58051.994959
  nChanged 10
		SP:Iteration 8Q (152664.940000 sec): 3 clusters
  Score: Raw -60305.903547 + Penalty 2230.396322 = -58075.507225
  nChanged 13
		SP:Iteration 9Q (152665.110000 sec): 3 clusters
  Score: Raw -60328.356163 + Penalty 2230.396322 = -58097.959841
  nChanged 8
		SP:Iteration 10Q (152665.280000 sec): 3 clusters
  Score: Raw -60336.358874 + Penalty 2230.396322 = -58105.962552
  nChanged 6
		SP:Iteration 11Q (152665.460000 sec): 3 clusters
  Score: Raw -60341.471657 + Penalty 2230.396322 = -58111.075336
  nChanged 3
		SP:Iteration 12Q (152665.640000 sec): 3 clusters
  Score: Raw -60345.346146 + Penalty 2230.396322 = -58114.949824
  nChanged 4
		SP:Iteration 13Q (152665.810000 sec): 3 clusters
  Score: Raw -60350.654734 + Penalty 2230.396322 = -58120.258413
  nChanged 2
		SP:Iteration 14Q (152665.990000 sec): 3 clusters
  Score: Raw -60352.863942 + Penalty 2230.396322 = -58122.467620
  nChanged 3
		SP:Iteration 15Q (152666.160000 sec): 3 clusters
  Score: Raw -60355.752752 + Penalty 2230.396322 = -58125.356431
  nChanged 3
		SP:Iteration 16Q (152666.340000 sec): 3 clusters
  Score: Raw -60358.316653 + Penalty 2230.396322 = -58127.920331
  nChanged 3
		SP:Iteration 17Q (152666.520000 sec): 3 clusters
  Score: Raw -60360.555010 + Penalty 2230.396322 = -58130.158689
  nChanged 2
		SP:Iteration 18Q (152666.690000 sec): 3 clusters
  Score: Raw -60362.644126 + Penalty 2230.396322 = -58132.247805
  nChanged 2
		SP:Iteration 19Q (152666.870000 sec): 3 clusters
  Score: Raw -60363.535451 + Penalty 2230.396322 = -58133.139130
  nChanged 3
		SP:Iteration 20F (152667.040000 sec): 3 clusters
  Score: Raw -60369.338504 + Penalty 2230.396322 = -58138.942182
  nChanged 3
		SP:Iteration 21Q (152667.220000 sec): 3 clusters
  Score: Raw -60378.913569 + Penalty 2230.396322 = -58148.517247
  nChanged 6
		SP:Iteration 22Q (152667.390000 sec): 3 clusters
  Score: Raw -60387.151177 + Penalty 2230.396322 = -58156.754855
  nChanged 0
		SP:Iteration 23F (152667.570000 sec): 3 clusters
  Score: Raw -60387.151177 + Penalty 2230.396322 = -58156.754855
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (4882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152667.700000 sec): 2 clusters
  Score: Raw -349603.286704 + Penalty 1380.162916 = -348223.123788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152667.880000 sec): 3 clusters
  Score: Raw -347156.469403 + Penalty 2760.325832 = -344396.143571
  nChanged 1997
		SP:Iteration 1F (152668.050000 sec): 3 clusters
  Score: Raw -348486.249902 + Penalty 2760.325832 = -345725.924070
  nChanged 440
		SP:Iteration 2F (152668.230000 sec): 3 clusters
  Score: Raw -348846.738119 + Penalty 2760.325832 = -346086.412287
  nChanged 350
		SP:Iteration 3F (152668.400000 sec): 3 clusters
  Score: Raw -349129.184782 + Penalty 2760.325832 = -346368.858950
  nChanged 261
		SP:Iteration 4F (152668.580000 sec): 3 clusters
  Score: Raw -349354.932712 + Penalty 2760.325832 = -346594.606880
  nChanged 244
		SP:Iteration 5Q (152668.760000 sec): 3 clusters
  Score: Raw -349547.807963 + Penalty 2760.325832 = -346787.482131
  nChanged 193
		SP:Iteration 6Q (152668.930000 sec): 3 clusters
  Score: Raw -349676.705469 + Penalty 2760.325832 = -346916.379637
  nChanged 148
		SP:Iteration 7Q (152669.110000 sec): 3 clusters
  Score: Raw -349747.730161 + Penalty 2760.325832 = -346987.404329
  nChanged 99
		SP:Iteration 8Q (152669.280000 sec): 3 clusters
  Score: Raw -349791.713948 + Penalty 2760.325832 = -347031.388117
  nChanged 71
		SP:Iteration 9Q (152669.460000 sec): 3 clusters
  Score: Raw -349828.162460 + Penalty 2760.325832 = -347067.836628
  nChanged 66
		SP:Iteration 10Q (152669.640000 sec): 3 clusters
  Score: Raw -349858.661084 + Penalty 2760.325832 = -347098.335252
  nChanged 53
		SP:Iteration 11Q (152669.810000 sec): 3 clusters
  Score: Raw -349882.643463 + Penalty 2760.325832 = -347122.317631
  nChanged 71
		SP:Iteration 12Q (152669.990000 sec): 3 clusters
  Score: Raw -349902.958342 + Penalty 2760.325832 = -347142.632511
  nChanged 42
		SP:Iteration 13Q (152670.160000 sec): 3 clusters
  Score: Raw -349919.833425 + Penalty 2760.325832 = -347159.507593
  nChanged 48
		SP:Iteration 14Q (152670.340000 sec): 3 clusters
  Score: Raw -349938.971193 + Penalty 2760.325832 = -347178.645361
  nChanged 50
		SP:Iteration 15Q (152670.520000 sec): 3 clusters
  Score: Raw -349959.866520 + Penalty 2760.325832 = -347199.540688
  nChanged 57
		SP:Iteration 16Q (152670.690000 sec): 3 clusters
  Score: Raw -349983.952680 + Penalty 2760.325832 = -347223.626849
  nChanged 51
		SP:Iteration 17Q (152670.870000 sec): 3 clusters
  Score: Raw -350004.288474 + Penalty 2760.325832 = -347243.962643
  nChanged 49
		SP:Iteration 18Q (152671.040000 sec): 3 clusters
  Score: Raw -350023.951476 + Penalty 2760.325832 = -347263.625645
  nChanged 52
		SP:Iteration 19Q (152671.220000 sec): 3 clusters
  Score: Raw -350044.737512 + Penalty 2760.325832 = -347284.411680
  nChanged 43
		SP:Iteration 20F (152671.390000 sec): 3 clusters
  Score: Raw -350059.762198 + Penalty 2760.325832 = -347299.436367
  nChanged 37
		SP:Iteration 21Q (152671.570000 sec): 3 clusters
  Score: Raw -350073.772142 + Penalty 2760.325832 = -347313.446311
  nChanged 38
		SP:Iteration 22Q (152671.740000 sec): 3 clusters
  Score: Raw -350089.580530 + Penalty 2760.325832 = -347329.254699
  nChanged 48
		SP:Iteration 23Q (152671.920000 sec): 3 clusters
  Score: Raw -350108.360634 + Penalty 2760.325832 = -347348.034802
  nChanged 39
		SP:Iteration 24Q (152672.060000 sec): 3 clusters
  Score: Raw -350121.496946 + Penalty 2760.325832 = -347361.171114
  nChanged 36
		SP:Iteration 25Q (152672.160000 sec): 3 clusters
  Score: Raw -350132.439665 + Penalty 2760.325832 = -347372.113834
  nChanged 35
		SP:Iteration 26Q (152672.260000 sec): 3 clusters
  Score: Raw -350141.605559 + Penalty 2760.325832 = -347381.279727
  nChanged 27
		SP:Iteration 27Q (152672.350000 sec): 3 clusters
  Score: Raw -350151.825053 + Penalty 2760.325832 = -347391.499221
  nChanged 21
		SP:Iteration 28Q (152672.440000 sec): 3 clusters
  Score: Raw -350158.537485 + Penalty 2760.325832 = -347398.211654
  nChanged 17
		SP:Iteration 29Q (152672.530000 sec): 3 clusters
  Score: Raw -350163.107532 + Penalty 2760.325832 = -347402.781701
  nChanged 20
		SP:Iteration 30Q (152672.620000 sec): 3 clusters
  Score: Raw -350169.486870 + Penalty 2760.325832 = -347409.161038
  nChanged 27
		SP:Iteration 31Q (152672.710000 sec): 3 clusters
  Score: Raw -350179.201627 + Penalty 2760.325832 = -347418.875795
  nChanged 33
		SP:Iteration 32Q (152672.800000 sec): 3 clusters
  Score: Raw -350193.399195 + Penalty 2760.325832 = -347433.073363
  nChanged 33
		SP:Iteration 33Q (152672.890000 sec): 3 clusters
  Score: Raw -350205.855571 + Penalty 2760.325832 = -347445.529740
  nChanged 27
		SP:Iteration 34Q (152672.980000 sec): 3 clusters
  Score: Raw -350213.793327 + Penalty 2760.325832 = -347453.467495
  nChanged 24
		SP:Iteration 35Q (152673.070000 sec): 3 clusters
  Score: Raw -350220.437406 + Penalty 2760.325832 = -347460.111575
  nChanged 12
		SP:Iteration 36Q (152673.160000 sec): 3 clusters
  Score: Raw -350225.556464 + Penalty 2760.325832 = -347465.230633
  nChanged 17
		SP:Iteration 37Q (152673.250000 sec): 3 clusters
  Score: Raw -350230.182828 + Penalty 2760.325832 = -347469.856996
  nChanged 16
		SP:Iteration 38Q (152673.340000 sec): 3 clusters
  Score: Raw -350235.042265 + Penalty 2760.325832 = -347474.716434
  nChanged 17
		SP:Iteration 39Q (152673.440000 sec): 3 clusters
  Score: Raw -350240.666302 + Penalty 2760.325832 = -347480.340471
  nChanged 17
		SP:Iteration 40F (152673.610000 sec): 3 clusters
  Score: Raw -350243.842769 + Penalty 2760.325832 = -347483.516938
  nChanged 15
		SP:Iteration 41Q (152673.780000 sec): 3 clusters
  Score: Raw -350248.222853 + Penalty 2760.325832 = -347487.897021
  nChanged 9
		SP:Iteration 42Q (152673.960000 sec): 3 clusters
  Score: Raw -350250.953106 + Penalty 2760.325832 = -347490.627275
  nChanged 10
		SP:Iteration 43Q (152674.140000 sec): 3 clusters
  Score: Raw -350253.114480 + Penalty 2760.325832 = -347492.788648
  nChanged 10
		SP:Iteration 44Q (152674.310000 sec): 3 clusters
  Score: Raw -350256.182722 + Penalty 2760.325832 = -347495.856891
  nChanged 7
		SP:Iteration 45Q (152674.490000 sec): 3 clusters
  Score: Raw -350257.173400 + Penalty 2760.325832 = -347496.847569
  nChanged 3
		SP:Iteration 46Q (152674.660000 sec): 3 clusters
  Score: Raw -350257.589730 + Penalty 2760.325832 = -347497.263898
  nChanged 1
		SP:Iteration 47Q (152674.840000 sec): 3 clusters
  Score: Raw -350258.036293 + Penalty 2760.325832 = -347497.710462
  nChanged 1
		SP:Iteration 48Q (152675.020000 sec): 3 clusters
  Score: Raw -350258.221590 + Penalty 2760.325832 = -347497.895759
  nChanged 0
		SP:Iteration 49F (152675.190000 sec): 3 clusters
  Score: Raw -350258.221590 + Penalty 2760.325832 = -347497.895759
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (2950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152675.260000 sec): 2 clusters
  Score: Raw -249915.208925 + Penalty 1298.303573 = -248616.905352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152675.440000 sec): 3 clusters
  Score: Raw -248527.463971 + Penalty 2596.607146 = -245930.856825
  nChanged 1119
		SP:Iteration 1F (152675.610000 sec): 3 clusters
  Score: Raw -249272.422607 + Penalty 2596.607146 = -246675.815461
  nChanged 262
		SP:Iteration 2F (152675.790000 sec): 3 clusters
  Score: Raw -249477.707989 + Penalty 2596.607146 = -246881.100843
  nChanged 167
		SP:Iteration 3F (152675.960000 sec): 3 clusters
  Score: Raw -249607.688514 + Penalty 2596.607146 = -247011.081368
  nChanged 131
		SP:Iteration 4Q (152676.140000 sec): 3 clusters
  Score: Raw -249724.816152 + Penalty 2596.607146 = -247128.209006
  nChanged 139
		SP:Iteration 5Q (152676.310000 sec): 3 clusters
  Score: Raw -249848.877032 + Penalty 2596.607146 = -247252.269886
  nChanged 117
		SP:Iteration 6Q (152676.490000 sec): 3 clusters
  Score: Raw -249942.059249 + Penalty 2596.607146 = -247345.452103
  nChanged 92
		SP:Iteration 7Q (152676.660000 sec): 3 clusters
  Score: Raw -249999.291580 + Penalty 2596.607146 = -247402.684434
  nChanged 70
		SP:Iteration 8Q (152676.840000 sec): 3 clusters
  Score: Raw -250043.195143 + Penalty 2596.607146 = -247446.587997
  nChanged 53
		SP:Iteration 9Q (152677.020000 sec): 3 clusters
  Score: Raw -250083.840870 + Penalty 2596.607146 = -247487.233724
  nChanged 55
		SP:Iteration 10Q (152677.190000 sec): 3 clusters
  Score: Raw -250119.009433 + Penalty 2596.607146 = -247522.402287
  nChanged 46
		SP:Iteration 11Q (152677.370000 sec): 3 clusters
  Score: Raw -250144.269867 + Penalty 2596.607146 = -247547.662721
  nChanged 41
		SP:Iteration 12Q (152677.540000 sec): 3 clusters
  Score: Raw -250169.103175 + Penalty 2596.607146 = -247572.496029
  nChanged 38
		SP:Iteration 13Q (152677.720000 sec): 3 clusters
  Score: Raw -250190.075202 + Penalty 2596.607146 = -247593.468056
  nChanged 28
		SP:Iteration 14Q (152677.900000 sec): 3 clusters
  Score: Raw -250204.059228 + Penalty 2596.607146 = -247607.452082
  nChanged 25
		SP:Iteration 15Q (152678.070000 sec): 3 clusters
  Score: Raw -250215.461578 + Penalty 2596.607146 = -247618.854432
  nChanged 22
		SP:Iteration 16Q (152678.250000 sec): 3 clusters
  Score: Raw -250222.796952 + Penalty 2596.607146 = -247626.189806
  nChanged 14
		SP:Iteration 17Q (152678.420000 sec): 3 clusters
  Score: Raw -250228.427904 + Penalty 2596.607146 = -247631.820758
  nChanged 9
		SP:Iteration 18Q (152678.600000 sec): 3 clusters
  Score: Raw -250231.174703 + Penalty 2596.607146 = -247634.567557
  nChanged 6
		SP:Iteration 19Q (152678.780000 sec): 3 clusters
  Score: Raw -250233.067176 + Penalty 2596.607146 = -247636.460030
  nChanged 6
		SP:Iteration 20F (152678.950000 sec): 3 clusters
  Score: Raw -250234.699657 + Penalty 2596.607146 = -247638.092511
  nChanged 4
		SP:Iteration 21Q (152679.130000 sec): 3 clusters
  Score: Raw -250235.678037 + Penalty 2596.607146 = -247639.070891
  nChanged 2
		SP:Iteration 22Q (152679.300000 sec): 3 clusters
  Score: Raw -250236.381866 + Penalty 2596.607146 = -247639.774720
  nChanged 4
		SP:Iteration 23Q (152679.480000 sec): 3 clusters
  Score: Raw -250238.525518 + Penalty 2596.607146 = -247641.918372
  nChanged 3
		SP:Iteration 24Q (152679.660000 sec): 3 clusters
  Score: Raw -250239.712012 + Penalty 2596.607146 = -247643.104866
  nChanged 3
		SP:Iteration 25Q (152679.830000 sec): 3 clusters
  Score: Raw -250240.221718 + Penalty 2596.607146 = -247643.614572
  nChanged 1
		SP:Iteration 26Q (152680.010000 sec): 3 clusters
  Score: Raw -250240.307022 + Penalty 2596.607146 = -247643.699876
  nChanged 0
		SP:Iteration 27F (152680.180000 sec): 3 clusters
  Score: Raw -250240.307022 + Penalty 2596.607146 = -247643.699876
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152680.430000 sec): 2 clusters
  Score: Raw -2597589.128042 + Penalty 1664.416575 = -2595924.711466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152680.750000 sec): 3 clusters
  Score: Raw -2580278.493683 + Penalty 3328.833150 = -2576949.660533
  nChanged 12818
		SP:Iteration 1F (152681.120000 sec): 3 clusters
  Score: Raw -2587630.164928 + Penalty 3328.833150 = -2584301.331778
  nChanged 1626
		SP:Iteration 2F (152681.570000 sec): 3 clusters
  Score: Raw -2588446.564274 + Penalty 3328.833150 = -2585117.731124
  nChanged 1652
		SP:Iteration 3F (152681.920000 sec): 3 clusters
  Score: Raw -2589258.078984 + Penalty 3328.833150 = -2585929.245834
  nChanged 1625
		SP:Iteration 4F (152682.360000 sec): 3 clusters
  Score: Raw -2589981.695179 + Penalty 3328.833150 = -2586652.862029
  nChanged 1548
		SP:Iteration 5F (152682.770000 sec): 3 clusters
  Score: Raw -2590643.731123 + Penalty 3328.833150 = -2587314.897973
  nChanged 1433
		SP:Iteration 6F (152683.160000 sec): 3 clusters
  Score: Raw -2591273.473674 + Penalty 3328.833150 = -2587944.640523
  nChanged 1371
		SP:Iteration 7Q (152683.540000 sec): 3 clusters
  Score: Raw -2591882.914920 + Penalty 3328.833150 = -2588554.081770
  nChanged 1411
		SP:Iteration 8F (152683.970000 sec): 3 clusters
  Score: Raw -2592610.033966 + Penalty 3328.833150 = -2589281.200815
  nChanged 1424
		SP:Iteration 9F (152684.360000 sec): 3 clusters
  Score: Raw -2593395.060176 + Penalty 3328.833150 = -2590066.227026
  nChanged 1403
		SP:Iteration 10Q (152684.790000 sec): 3 clusters
  Score: Raw -2594241.183814 + Penalty 3328.833150 = -2590912.350664
  nChanged 1377
		SP:Iteration 11Q (152685.180000 sec): 3 clusters
  Score: Raw -2595121.001432 + Penalty 3328.833150 = -2591792.168281
  nChanged 1183
		SP:Iteration 12Q (152685.610000 sec): 3 clusters
  Score: Raw -2595878.661867 + Penalty 3328.833150 = -2592549.828717
  nChanged 1016
		SP:Iteration 13Q (152686.000000 sec): 3 clusters
  Score: Raw -2596539.157902 + Penalty 3328.833150 = -2593210.324752
  nChanged 824
		SP:Iteration 14Q (152686.440000 sec): 3 clusters
  Score: Raw -2597041.147979 + Penalty 3328.833150 = -2593712.314829
  nChanged 598
		SP:Iteration 15Q (152686.830000 sec): 3 clusters
  Score: Raw -2597398.254796 + Penalty 3328.833150 = -2594069.421646
  nChanged 433
		SP:Iteration 16Q (152687.270000 sec): 3 clusters
  Score: Raw -2597637.159076 + Penalty 3328.833150 = -2594308.325925
  nChanged 283
		SP:Iteration 17Q (152687.620000 sec): 3 clusters
  Score: Raw -2597785.535080 + Penalty 3328.833150 = -2594456.701930
  nChanged 221
		SP:Iteration 18Q (152687.960000 sec): 3 clusters
  Score: Raw -2597909.043670 + Penalty 3328.833150 = -2594580.210520
  nChanged 188
		SP:Iteration 19Q (152688.310000 sec): 3 clusters
  Score: Raw -2598025.518593 + Penalty 3328.833150 = -2594696.685443
  nChanged 167
		SP:Iteration 20F (152688.700000 sec): 3 clusters
  Score: Raw -2598127.745508 + Penalty 3328.833150 = -2594798.912358
  nChanged 130
		SP:Iteration 21Q (152689.090000 sec): 3 clusters
  Score: Raw -2598196.544530 + Penalty 3328.833150 = -2594867.711380
  nChanged 100
		SP:Iteration 22Q (152689.440000 sec): 3 clusters
  Score: Raw -2598255.789685 + Penalty 3328.833150 = -2594926.956535
  nChanged 101
		SP:Iteration 23Q (152689.790000 sec): 3 clusters
  Score: Raw -2598320.167026 + Penalty 3328.833150 = -2594991.333876
  nChanged 82
		SP:Iteration 24Q (152690.140000 sec): 3 clusters
  Score: Raw -2598372.550772 + Penalty 3328.833150 = -2595043.717622
  nChanged 72
		SP:Iteration 25Q (152690.480000 sec): 3 clusters
  Score: Raw -2598406.466223 + Penalty 3328.833150 = -2595077.633073
  nChanged 54
		SP:Iteration 26Q (152690.830000 sec): 3 clusters
  Score: Raw -2598433.942133 + Penalty 3328.833150 = -2595105.108983
  nChanged 49
		SP:Iteration 27Q (152691.170000 sec): 3 clusters
  Score: Raw -2598458.937065 + Penalty 3328.833150 = -2595130.103915
  nChanged 44
		SP:Iteration 28Q (152691.520000 sec): 3 clusters
  Score: Raw -2598487.947548 + Penalty 3328.833150 = -2595159.114398
  nChanged 47
		SP:Iteration 29Q (152691.870000 sec): 3 clusters
  Score: Raw -2598521.565126 + Penalty 3328.833150 = -2595192.731976
  nChanged 50
		SP:Iteration 30Q (152692.210000 sec): 3 clusters
  Score: Raw -2598549.936052 + Penalty 3328.833150 = -2595221.102902
  nChanged 47
		SP:Iteration 31Q (152692.530000 sec): 3 clusters
  Score: Raw -2598567.000135 + Penalty 3328.833150 = -2595238.166985
  nChanged 33
		SP:Iteration 32Q (152692.850000 sec): 3 clusters
  Score: Raw -2598579.396617 + Penalty 3328.833150 = -2595250.563467
  nChanged 23
		SP:Iteration 33Q (152693.170000 sec): 3 clusters
  Score: Raw -2598586.722931 + Penalty 3328.833150 = -2595257.889781
  nChanged 14
		SP:Iteration 34Q (152693.540000 sec): 3 clusters
  Score: Raw -2598591.324866 + Penalty 3328.833150 = -2595262.491716
  nChanged 12
		SP:Iteration 35Q (152693.890000 sec): 3 clusters
  Score: Raw -2598594.586143 + Penalty 3328.833150 = -2595265.752992
  nChanged 8
		SP:Iteration 36Q (152694.240000 sec): 3 clusters
  Score: Raw -2598596.356447 + Penalty 3328.833150 = -2595267.523297
  nChanged 5
		SP:Iteration 37Q (152694.580000 sec): 3 clusters
  Score: Raw -2598597.617992 + Penalty 3328.833150 = -2595268.784842
  nChanged 4
		SP:Iteration 38Q (152694.930000 sec): 3 clusters
  Score: Raw -2598598.401827 + Penalty 3328.833150 = -2595269.568676
  nChanged 3
		SP:Iteration 39Q (152695.270000 sec): 3 clusters
  Score: Raw -2598598.762778 + Penalty 3328.833150 = -2595269.929628
  nChanged 2
		SP:Iteration 40F (152695.670000 sec): 3 clusters
  Score: Raw -2598599.129847 + Penalty 3328.833150 = -2595270.296697
  nChanged 1
		SP:Iteration 41Q (152696.050000 sec): 3 clusters
  Score: Raw -2598599.626490 + Penalty 3328.833150 = -2595270.793340
  nChanged 1
		SP:Iteration 42Q (152696.400000 sec): 3 clusters
  Score: Raw -2598599.778274 + Penalty 3328.833150 = -2595270.945124
  nChanged 0
		SP:Iteration 43F (152696.790000 sec): 3 clusters
  Score: Raw -2598599.778274 + Penalty 3328.833150 = -2595270.945124
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (3730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152696.890000 sec): 2 clusters
  Score: Raw -272777.443346 + Penalty 1336.426571 = -271441.016775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152697.060000 sec): 3 clusters
  Score: Raw -270969.022963 + Penalty 2672.853142 = -268296.169822
  nChanged 1484
		SP:Iteration 1F (152697.240000 sec): 3 clusters
  Score: Raw -271985.580499 + Penalty 2672.853142 = -269312.727357
  nChanged 363
		SP:Iteration 2F (152697.410000 sec): 3 clusters
  Score: Raw -272306.226772 + Penalty 2672.853142 = -269633.373631
  nChanged 281
		SP:Iteration 3F (152697.590000 sec): 3 clusters
  Score: Raw -272582.384299 + Penalty 2672.853142 = -269909.531157
  nChanged 224
		SP:Iteration 4F (152697.770000 sec): 3 clusters
  Score: Raw -272772.780282 + Penalty 2672.853142 = -270099.927141
  nChanged 173
		SP:Iteration 5Q (152697.940000 sec): 3 clusters
  Score: Raw -272899.154342 + Penalty 2672.853142 = -270226.301200
  nChanged 122
		SP:Iteration 6Q (152698.120000 sec): 3 clusters
  Score: Raw -272970.383447 + Penalty 2672.853142 = -270297.530306
  nChanged 94
		SP:Iteration 7Q (152698.290000 sec): 3 clusters
  Score: Raw -273022.364393 + Penalty 2672.853142 = -270349.511252
  nChanged 77
		SP:Iteration 8Q (152698.470000 sec): 3 clusters
  Score: Raw -273062.359819 + Penalty 2672.853142 = -270389.506678
  nChanged 66
		SP:Iteration 9Q (152698.640000 sec): 3 clusters
  Score: Raw -273096.723875 + Penalty 2672.853142 = -270423.870733
  nChanged 55
		SP:Iteration 10Q (152698.820000 sec): 3 clusters
  Score: Raw -273125.905349 + Penalty 2672.853142 = -270453.052207
  nChanged 47
		SP:Iteration 11Q (152698.990000 sec): 3 clusters
  Score: Raw -273144.729155 + Penalty 2672.853142 = -270471.876014
  nChanged 30
		SP:Iteration 12Q (152699.170000 sec): 3 clusters
  Score: Raw -273155.293115 + Penalty 2672.853142 = -270482.439973
  nChanged 23
		SP:Iteration 13Q (152699.350000 sec): 3 clusters
  Score: Raw -273162.732767 + Penalty 2672.853142 = -270489.879626
  nChanged 15
		SP:Iteration 14Q (152699.520000 sec): 3 clusters
  Score: Raw -273166.936507 + Penalty 2672.853142 = -270494.083365
  nChanged 12
		SP:Iteration 15Q (152699.700000 sec): 3 clusters
  Score: Raw -273170.842753 + Penalty 2672.853142 = -270497.989612
  nChanged 7
		SP:Iteration 16Q (152699.870000 sec): 3 clusters
  Score: Raw -273172.983075 + Penalty 2672.853142 = -270500.129933
  nChanged 5
		SP:Iteration 17Q (152700.050000 sec): 3 clusters
  Score: Raw -273174.821949 + Penalty 2672.853142 = -270501.968808
  nChanged 7
		SP:Iteration 18Q (152700.230000 sec): 3 clusters
  Score: Raw -273177.542194 + Penalty 2672.853142 = -270504.689052
  nChanged 8
		SP:Iteration 19Q (152700.400000 sec): 3 clusters
  Score: Raw -273180.126033 + Penalty 2672.853142 = -270507.272891
  nChanged 11
		SP:Iteration 20F (152700.580000 sec): 3 clusters
  Score: Raw -273183.056732 + Penalty 2672.853142 = -270510.203591
  nChanged 13
		SP:Iteration 21Q (152700.750000 sec): 3 clusters
  Score: Raw -273186.136289 + Penalty 2672.853142 = -270513.283147
  nChanged 7
		SP:Iteration 22Q (152700.930000 sec): 3 clusters
  Score: Raw -273187.880539 + Penalty 2672.853142 = -270515.027397
  nChanged 5
		SP:Iteration 23Q (152701.110000 sec): 3 clusters
  Score: Raw -273190.027013 + Penalty 2672.853142 = -270517.173871
  nChanged 10
		SP:Iteration 24Q (152701.280000 sec): 3 clusters
  Score: Raw -273193.170040 + Penalty 2672.853142 = -270520.316898
  nChanged 8
		SP:Iteration 25Q (152701.460000 sec): 3 clusters
  Score: Raw -273195.416666 + Penalty 2672.853142 = -270522.563525
  nChanged 5
		SP:Iteration 26Q (152701.630000 sec): 3 clusters
  Score: Raw -273197.473613 + Penalty 2672.853142 = -270524.620472
  nChanged 7
		SP:Iteration 27Q (152701.810000 sec): 3 clusters
  Score: Raw -273199.784252 + Penalty 2672.853142 = -270526.931110
  nChanged 6
		SP:Iteration 28Q (152701.990000 sec): 3 clusters
  Score: Raw -273202.343992 + Penalty 2672.853142 = -270529.490850
  nChanged 6
		SP:Iteration 29Q (152702.160000 sec): 3 clusters
  Score: Raw -273204.308166 + Penalty 2672.853142 = -270531.455024
  nChanged 4
		SP:Iteration 30Q (152702.340000 sec): 3 clusters
  Score: Raw -273205.422590 + Penalty 2672.853142 = -270532.569448
  nChanged 1
		SP:Iteration 31Q (152702.510000 sec): 3 clusters
  Score: Raw -273205.474257 + Penalty 2672.853142 = -270532.621115
  nChanged 0
		SP:Iteration 32F (152702.690000 sec): 3 clusters
  Score: Raw -273205.474257 + Penalty 2672.853142 = -270532.621115
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 75 (4852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152702.780000 sec): 2 clusters
  Score: Raw -338839.544817 + Penalty 1379.161269 = -337460.383548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152702.960000 sec): 3 clusters
  Score: Raw -336338.464842 + Penalty 2758.322538 = -333580.142304
  nChanged 1956
		SP:Iteration 1F (152703.130000 sec): 3 clusters
  Score: Raw -337717.469942 + Penalty 2758.322538 = -334959.147404
  nChanged 446
		SP:Iteration 2F (152703.310000 sec): 3 clusters
  Score: Raw -338061.199525 + Penalty 2758.322538 = -335302.876987
  nChanged 322
		SP:Iteration 3F (152703.490000 sec): 3 clusters
  Score: Raw -338304.439671 + Penalty 2758.322538 = -335546.117133
  nChanged 263
		SP:Iteration 4F (152703.660000 sec): 3 clusters
  Score: Raw -338498.076205 + Penalty 2758.322538 = -335739.753667
  nChanged 208
		SP:Iteration 5Q (152703.840000 sec): 3 clusters
  Score: Raw -338677.143254 + Penalty 2758.322538 = -335918.820716
  nChanged 216
		SP:Iteration 6Q (152704.010000 sec): 3 clusters
  Score: Raw -338848.657098 + Penalty 2758.322538 = -336090.334560
  nChanged 184
		SP:Iteration 7Q (152704.190000 sec): 3 clusters
  Score: Raw -338979.944571 + Penalty 2758.322538 = -336221.622033
  nChanged 135
		SP:Iteration 8Q (152704.370000 sec): 3 clusters
  Score: Raw -339065.168460 + Penalty 2758.322538 = -336306.845922
  nChanged 108
		SP:Iteration 9Q (152704.540000 sec): 3 clusters
  Score: Raw -339121.940789 + Penalty 2758.322538 = -336363.618252
  nChanged 76
		SP:Iteration 10Q (152704.710000 sec): 3 clusters
  Score: Raw -339159.131103 + Penalty 2758.322538 = -336400.808565
  nChanged 64
		SP:Iteration 11Q (152704.890000 sec): 3 clusters
  Score: Raw -339185.478629 + Penalty 2758.322538 = -336427.156091
  nChanged 50
		SP:Iteration 12Q (152705.070000 sec): 3 clusters
  Score: Raw -339211.628749 + Penalty 2758.322538 = -336453.306211
  nChanged 59
		SP:Iteration 13Q (152705.240000 sec): 3 clusters
  Score: Raw -339242.493743 + Penalty 2758.322538 = -336484.171205
  nChanged 59
		SP:Iteration 14Q (152705.420000 sec): 3 clusters
  Score: Raw -339271.410531 + Penalty 2758.322538 = -336513.087993
  nChanged 60
		SP:Iteration 15Q (152705.590000 sec): 3 clusters
  Score: Raw -339296.905245 + Penalty 2758.322538 = -336538.582707
  nChanged 41
		SP:Iteration 16Q (152705.770000 sec): 3 clusters
  Score: Raw -339320.975205 + Penalty 2758.322538 = -336562.652667
  nChanged 36
		SP:Iteration 17Q (152705.940000 sec): 3 clusters
  Score: Raw -339341.954016 + Penalty 2758.322538 = -336583.631479
  nChanged 40
		SP:Iteration 18Q (152706.110000 sec): 3 clusters
  Score: Raw -339363.130561 + Penalty 2758.322538 = -336604.808023
  nChanged 41
		SP:Iteration 19Q (152706.290000 sec): 3 clusters
  Score: Raw -339383.815862 + Penalty 2758.322538 = -336625.493324
  nChanged 49
		SP:Iteration 20F (152706.470000 sec): 3 clusters
  Score: Raw -339411.929836 + Penalty 2758.322538 = -336653.607299
  nChanged 49
		SP:Iteration 21Q (152706.640000 sec): 3 clusters
  Score: Raw -339439.560600 + Penalty 2758.322538 = -336681.238062
  nChanged 36
		SP:Iteration 22Q (152706.820000 sec): 3 clusters
  Score: Raw -339455.731893 + Penalty 2758.322538 = -336697.409356
  nChanged 35
		SP:Iteration 23Q (152706.990000 sec): 3 clusters
  Score: Raw -339471.750200 + Penalty 2758.322538 = -336713.427662
  nChanged 32
		SP:Iteration 24Q (152707.170000 sec): 3 clusters
  Score: Raw -339488.585127 + Penalty 2758.322538 = -336730.262589
  nChanged 35
		SP:Iteration 25Q (152707.340000 sec): 3 clusters
  Score: Raw -339508.761357 + Penalty 2758.322538 = -336750.438819
  nChanged 43
		SP:Iteration 26Q (152707.520000 sec): 3 clusters
  Score: Raw -339528.710188 + Penalty 2758.322538 = -336770.387650
  nChanged 41
		SP:Iteration 27Q (152707.690000 sec): 3 clusters
  Score: Raw -339551.555732 + Penalty 2758.322538 = -336793.233195
  nChanged 38
		SP:Iteration 28Q (152707.870000 sec): 3 clusters
  Score: Raw -339575.146656 + Penalty 2758.322538 = -336816.824119
  nChanged 33
		SP:Iteration 29Q (152708.040000 sec): 3 clusters
  Score: Raw -339589.257378 + Penalty 2758.322538 = -336830.934840
  nChanged 23
		SP:Iteration 30Q (152708.220000 sec): 3 clusters
  Score: Raw -339598.133181 + Penalty 2758.322538 = -336839.810643
  nChanged 12
		SP:Iteration 31Q (152708.390000 sec): 3 clusters
  Score: Raw -339602.377060 + Penalty 2758.322538 = -336844.054522
  nChanged 16
		SP:Iteration 32Q (152708.570000 sec): 3 clusters
  Score: Raw -339607.065761 + Penalty 2758.322538 = -336848.743223
  nChanged 10
		SP:Iteration 33Q (152708.750000 sec): 3 clusters
  Score: Raw -339610.746323 + Penalty 2758.322538 = -336852.423785
  nChanged 15
		SP:Iteration 34Q (152708.920000 sec): 3 clusters
  Score: Raw -339615.895152 + Penalty 2758.322538 = -336857.572614
  nChanged 14
		SP:Iteration 35Q (152709.120000 sec): 3 clusters
  Score: Raw -339620.977811 + Penalty 2758.322538 = -336862.655273
  nChanged 15
		SP:Iteration 36Q (152709.310000 sec): 3 clusters
  Score: Raw -339626.376071 + Penalty 2758.322538 = -336868.053533
  nChanged 16
		SP:Iteration 37Q (152709.490000 sec): 3 clusters
  Score: Raw -339632.893525 + Penalty 2758.322538 = -336874.570988
  nChanged 13
		SP:Iteration 38Q (152709.670000 sec): 3 clusters
  Score: Raw -339637.508504 + Penalty 2758.322538 = -336879.185966
  nChanged 15
		SP:Iteration 39Q (152709.840000 sec): 3 clusters
  Score: Raw -339642.838481 + Penalty 2758.322538 = -336884.515943
  nChanged 10
		SP:Iteration 40F (152710.020000 sec): 3 clusters
  Score: Raw -339647.625784 + Penalty 2758.322538 = -336889.303246
  nChanged 9
		SP:Iteration 41Q (152710.190000 sec): 3 clusters
  Score: Raw -339652.147516 + Penalty 2758.322538 = -336893.824978
  nChanged 14
		SP:Iteration 42Q (152710.370000 sec): 3 clusters
  Score: Raw -339658.185450 + Penalty 2758.322538 = -336899.862913
  nChanged 16
		SP:Iteration 43Q (152710.540000 sec): 3 clusters
  Score: Raw -339666.117975 + Penalty 2758.322538 = -336907.795437
  nChanged 16
		SP:Iteration 44Q (152710.720000 sec): 3 clusters
  Score: Raw -339673.237173 + Penalty 2758.322538 = -336914.914635
  nChanged 11
		SP:Iteration 45Q (152710.890000 sec): 3 clusters
  Score: Raw -339677.397748 + Penalty 2758.322538 = -336919.075210
  nChanged 4
		SP:Iteration 46Q (152711.070000 sec): 3 clusters
  Score: Raw -339678.439918 + Penalty 2758.322538 = -336920.117381
  nChanged 1
		SP:Iteration 47Q (152711.240000 sec): 3 clusters
  Score: Raw -339679.433670 + Penalty 2758.322538 = -336921.111132
  nChanged 2
		SP:Iteration 48Q (152711.420000 sec): 3 clusters
  Score: Raw -339679.814827 + Penalty 2758.322538 = -336921.492289
  nChanged 2
		SP:Iteration 49Q (152711.590000 sec): 3 clusters
  Score: Raw -339680.148140 + Penalty 2758.322538 = -336921.825602
  nChanged 2
		SP:Iteration 50Q (152711.770000 sec): 3 clusters
  Score: Raw -339680.570975 + Penalty 2758.322538 = -336922.248437
  nChanged 1
		SP:Iteration 51Q (152711.950000 sec): 3 clusters
  Score: Raw -339681.253791 + Penalty 2758.322538 = -336922.931253
  nChanged 2
		SP:Iteration 52Q (152712.120000 sec): 3 clusters
  Score: Raw -339681.850909 + Penalty 2758.322538 = -336923.528372
  nChanged 0
		SP:Iteration 53F (152712.290000 sec): 3 clusters
  Score: Raw -339681.850909 + Penalty 2758.322538 = -336923.528372
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 76 (4156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152712.400000 sec): 2 clusters
  Score: Raw -424561.130032 + Penalty 1354.000107 = -423207.129925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152712.580000 sec): 3 clusters
  Score: Raw -422441.729077 + Penalty 2708.000214 = -419733.728863
  nChanged 1643
		SP:Iteration 1F (152712.750000 sec): 3 clusters
  Score: Raw -423451.709485 + Penalty 2708.000214 = -420743.709271
  nChanged 343
		SP:Iteration 2F (152712.930000 sec): 3 clusters
  Score: Raw -423683.009930 + Penalty 2708.000214 = -420975.009716
  nChanged 253
		SP:Iteration 3F (152713.100000 sec): 3 clusters
  Score: Raw -423836.255977 + Penalty 2708.000214 = -421128.255763
  nChanged 198
		SP:Iteration 4Q (152713.280000 sec): 3 clusters
  Score: Raw -423959.797518 + Penalty 2708.000214 = -421251.797304
  nChanged 174
		SP:Iteration 5Q (152713.450000 sec): 3 clusters
  Score: Raw -424061.521805 + Penalty 2708.000214 = -421353.521591
  nChanged 136
		SP:Iteration 6Q (152713.630000 sec): 3 clusters
  Score: Raw -424126.904136 + Penalty 2708.000214 = -421418.903922
  nChanged 108
		SP:Iteration 7Q (152713.810000 sec): 3 clusters
  Score: Raw -424176.621757 + Penalty 2708.000214 = -421468.621542
  nChanged 78
		SP:Iteration 8Q (152713.980000 sec): 3 clusters
  Score: Raw -424207.371058 + Penalty 2708.000214 = -421499.370843
  nChanged 64
		SP:Iteration 9Q (152714.160000 sec): 3 clusters
  Score: Raw -424233.202329 + Penalty 2708.000214 = -421525.202114
  nChanged 66
		SP:Iteration 10Q (152714.330000 sec): 3 clusters
  Score: Raw -424261.119312 + Penalty 2708.000214 = -421553.119098
  nChanged 65
		SP:Iteration 11Q (152714.510000 sec): 3 clusters
  Score: Raw -424288.089507 + Penalty 2708.000214 = -421580.089293
  nChanged 59
		SP:Iteration 12Q (152714.690000 sec): 3 clusters
  Score: Raw -424314.416769 + Penalty 2708.000214 = -421606.416555
  nChanged 60
		SP:Iteration 13Q (152714.860000 sec): 3 clusters
  Score: Raw -424340.601263 + Penalty 2708.000214 = -421632.601049
  nChanged 51
		SP:Iteration 14Q (152715.040000 sec): 3 clusters
  Score: Raw -424363.040344 + Penalty 2708.000214 = -421655.040129
  nChanged 51
		SP:Iteration 15Q (152715.210000 sec): 3 clusters
  Score: Raw -424385.038537 + Penalty 2708.000214 = -421677.038323
  nChanged 49
		SP:Iteration 16Q (152715.390000 sec): 3 clusters
  Score: Raw -424405.731223 + Penalty 2708.000214 = -421697.731008
  nChanged 50
		SP:Iteration 17Q (152715.570000 sec): 3 clusters
  Score: Raw -424424.774337 + Penalty 2708.000214 = -421716.774122
  nChanged 39
		SP:Iteration 18Q (152715.740000 sec): 3 clusters
  Score: Raw -424437.967313 + Penalty 2708.000214 = -421729.967099
  nChanged 36
		SP:Iteration 19Q (152715.920000 sec): 3 clusters
  Score: Raw -424453.003008 + Penalty 2708.000214 = -421745.002794
  nChanged 27
		SP:Iteration 20F (152716.090000 sec): 3 clusters
  Score: Raw -424461.060233 + Penalty 2708.000214 = -421753.060019
  nChanged 27
		SP:Iteration 21Q (152716.270000 sec): 3 clusters
  Score: Raw -424469.457037 + Penalty 2708.000214 = -421761.456822
  nChanged 27
		SP:Iteration 22Q (152716.450000 sec): 3 clusters
  Score: Raw -424477.671042 + Penalty 2708.000214 = -421769.670828
  nChanged 25
		SP:Iteration 23Q (152716.620000 sec): 3 clusters
  Score: Raw -424485.908513 + Penalty 2708.000214 = -421777.908298
  nChanged 19
		SP:Iteration 24Q (152716.800000 sec): 3 clusters
  Score: Raw -424492.273640 + Penalty 2708.000214 = -421784.273426
  nChanged 21
		SP:Iteration 25Q (152716.990000 sec): 3 clusters
  Score: Raw -424500.765355 + Penalty 2708.000214 = -421792.765141
  nChanged 19
		SP:Iteration 26Q (152717.070000 sec): 3 clusters
  Score: Raw -424507.235280 + Penalty 2708.000214 = -421799.235066
  nChanged 18
		SP:Iteration 27Q (152717.150000 sec): 3 clusters
  Score: Raw -424512.472983 + Penalty 2708.000214 = -421804.472769
  nChanged 15
		SP:Iteration 28Q (152717.230000 sec): 3 clusters
  Score: Raw -424517.826779 + Penalty 2708.000214 = -421809.826565
  nChanged 12
		SP:Iteration 29Q (152717.310000 sec): 3 clusters
  Score: Raw -424521.045536 + Penalty 2708.000214 = -421813.045322
  nChanged 10
		SP:Iteration 30Q (152717.390000 sec): 3 clusters
  Score: Raw -424525.131999 + Penalty 2708.000214 = -421817.131785
  nChanged 11
		SP:Iteration 31Q (152717.470000 sec): 3 clusters
  Score: Raw -424529.481546 + Penalty 2708.000214 = -421821.481331
  nChanged 8
		SP:Iteration 32Q (152717.550000 sec): 3 clusters
  Score: Raw -424531.266640 + Penalty 2708.000214 = -421823.266426
  nChanged 5
		SP:Iteration 33Q (152717.630000 sec): 3 clusters
  Score: Raw -424533.502159 + Penalty 2708.000214 = -421825.501945
  nChanged 5
		SP:Iteration 34Q (152717.720000 sec): 3 clusters
  Score: Raw -424534.840864 + Penalty 2708.000214 = -421826.840650
  nChanged 6
		SP:Iteration 35Q (152717.800000 sec): 3 clusters
  Score: Raw -424536.652455 + Penalty 2708.000214 = -421828.652240
  nChanged 4
		SP:Iteration 36Q (152717.880000 sec): 3 clusters
  Score: Raw -424537.922269 + Penalty 2708.000214 = -421829.922054
  nChanged 5
		SP:Iteration 37Q (152717.960000 sec): 3 clusters
  Score: Raw -424539.735554 + Penalty 2708.000214 = -421831.735340
  nChanged 10
		SP:Iteration 38Q (152718.040000 sec): 3 clusters
  Score: Raw -424543.140647 + Penalty 2708.000214 = -421835.140432
  nChanged 8
		SP:Iteration 39Q (152718.120000 sec): 3 clusters
  Score: Raw -424545.648003 + Penalty 2708.000214 = -421837.647788
  nChanged 4
		SP:Iteration 40F (152718.200000 sec): 3 clusters
  Score: Raw -424546.541059 + Penalty 2708.000214 = -421838.540845
  nChanged 3
		SP:Iteration 41Q (152718.280000 sec): 3 clusters
  Score: Raw -424547.228577 + Penalty 2708.000214 = -421839.228362
  nChanged 3
		SP:Iteration 42Q (152718.360000 sec): 3 clusters
  Score: Raw -424547.525877 + Penalty 2708.000214 = -421839.525663
  nChanged 3
		SP:Iteration 43Q (152718.440000 sec): 3 clusters
  Score: Raw -424548.144452 + Penalty 2708.000214 = -421840.144238
  nChanged 2
		SP:Iteration 44Q (152718.520000 sec): 3 clusters
  Score: Raw -424548.737289 + Penalty 2708.000214 = -421840.737075
  nChanged 0
		SP:Iteration 45F (152718.600000 sec): 3 clusters
  Score: Raw -424548.737289 + Penalty 2708.000214 = -421840.737075
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 77 (3548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152718.670000 sec): 2 clusters
  Score: Raw -289225.108437 + Penalty 1328.297643 = -287896.810794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152718.730000 sec): 3 clusters
  Score: Raw -287536.447656 + Penalty 2656.595287 = -284879.852369
  nChanged 1341
		SP:Iteration 1F (152718.810000 sec): 3 clusters
  Score: Raw -288472.463991 + Penalty 2656.595287 = -285815.868705
  nChanged 355
		SP:Iteration 2F (152718.870000 sec): 3 clusters
  Score: Raw -288802.989572 + Penalty 2656.595287 = -286146.394285
  nChanged 267
		SP:Iteration 3F (152718.940000 sec): 3 clusters
  Score: Raw -289049.318251 + Penalty 2656.595287 = -286392.722965
  nChanged 208
		SP:Iteration 4F (152719.000000 sec): 3 clusters
  Score: Raw -289220.852497 + Penalty 2656.595287 = -286564.257211
  nChanged 176
		SP:Iteration 5Q (152719.070000 sec): 3 clusters
  Score: Raw -289358.715586 + Penalty 2656.595287 = -286702.120299
  nChanged 132
		SP:Iteration 6Q (152719.140000 sec): 3 clusters
  Score: Raw -289451.794159 + Penalty 2656.595287 = -286795.198873
  nChanged 108
		SP:Iteration 7Q (152719.210000 sec): 3 clusters
  Score: Raw -289521.543413 + Penalty 2656.595287 = -286864.948126
  nChanged 86
		SP:Iteration 8Q (152719.270000 sec): 3 clusters
  Score: Raw -289575.616594 + Penalty 2656.595287 = -286919.021308
  nChanged 66
		SP:Iteration 9Q (152719.340000 sec): 3 clusters
  Score: Raw -289616.099743 + Penalty 2656.595287 = -286959.504456
  nChanged 75
		SP:Iteration 10Q (152719.410000 sec): 3 clusters
  Score: Raw -289661.358276 + Penalty 2656.595287 = -287004.762989
  nChanged 73
		SP:Iteration 11Q (152719.470000 sec): 3 clusters
  Score: Raw -289708.330982 + Penalty 2656.595287 = -287051.735696
  nChanged 56
		SP:Iteration 12Q (152719.530000 sec): 3 clusters
  Score: Raw -289739.794673 + Penalty 2656.595287 = -287083.199387
  nChanged 51
		SP:Iteration 13Q (152719.600000 sec): 3 clusters
  Score: Raw -289768.586816 + Penalty 2656.595287 = -287111.991529
  nChanged 50
		SP:Iteration 14Q (152719.670000 sec): 3 clusters
  Score: Raw -289800.695850 + Penalty 2656.595287 = -287144.100563
  nChanged 46
		SP:Iteration 15Q (152719.730000 sec): 3 clusters
  Score: Raw -289828.261721 + Penalty 2656.595287 = -287171.666434
  nChanged 52
		SP:Iteration 16Q (152719.800000 sec): 3 clusters
  Score: Raw -289860.600160 + Penalty 2656.595287 = -287204.004874
  nChanged 53
		SP:Iteration 17Q (152719.870000 sec): 3 clusters
  Score: Raw -289896.086797 + Penalty 2656.595287 = -287239.491510
  nChanged 47
		SP:Iteration 18Q (152719.930000 sec): 3 clusters
  Score: Raw -289922.559964 + Penalty 2656.595287 = -287265.964678
  nChanged 46
		SP:Iteration 19Q (152720.000000 sec): 3 clusters
  Score: Raw -289946.601104 + Penalty 2656.595287 = -287290.005817
  nChanged 38
		SP:Iteration 20F (152720.060000 sec): 3 clusters
  Score: Raw -289969.994596 + Penalty 2656.595287 = -287313.399310
  nChanged 44
		SP:Iteration 21Q (152720.190000 sec): 3 clusters
  Score: Raw -289997.825874 + Penalty 2656.595287 = -287341.230587
  nChanged 42
		SP:Iteration 22Q (152720.250000 sec): 3 clusters
  Score: Raw -290020.449483 + Penalty 2656.595287 = -287363.854196
  nChanged 30
		SP:Iteration 23Q (152720.320000 sec): 3 clusters
  Score: Raw -290034.576663 + Penalty 2656.595287 = -287377.981376
  nChanged 24
		SP:Iteration 24Q (152720.390000 sec): 3 clusters
  Score: Raw -290046.025691 + Penalty 2656.595287 = -287389.430404
  nChanged 21
		SP:Iteration 25Q (152720.450000 sec): 3 clusters
  Score: Raw -290055.227712 + Penalty 2656.595287 = -287398.632425
  nChanged 18
		SP:Iteration 26Q (152720.520000 sec): 3 clusters
  Score: Raw -290065.143364 + Penalty 2656.595287 = -287408.548078
  nChanged 17
		SP:Iteration 27Q (152720.580000 sec): 3 clusters
  Score: Raw -290071.783917 + Penalty 2656.595287 = -287415.188631
  nChanged 13
		SP:Iteration 28Q (152720.650000 sec): 3 clusters
  Score: Raw -290076.768039 + Penalty 2656.595287 = -287420.172752
  nChanged 9
		SP:Iteration 29Q (152720.720000 sec): 3 clusters
  Score: Raw -290080.516470 + Penalty 2656.595287 = -287423.921184
  nChanged 10
		SP:Iteration 30Q (152720.780000 sec): 3 clusters
  Score: Raw -290083.284228 + Penalty 2656.595287 = -287426.688941
  nChanged 4
		SP:Iteration 31Q (152720.850000 sec): 3 clusters
  Score: Raw -290084.571918 + Penalty 2656.595287 = -287427.976631
  nChanged 2
		SP:Iteration 32Q (152720.910000 sec): 3 clusters
  Score: Raw -290085.187414 + Penalty 2656.595287 = -287428.592127
  nChanged 2
		SP:Iteration 33Q (152721.040000 sec): 3 clusters
  Score: Raw -290085.851039 + Penalty 2656.595287 = -287429.255752
  nChanged 3
		SP:Iteration 34Q (152721.100000 sec): 3 clusters
  Score: Raw -290086.367850 + Penalty 2656.595287 = -287429.772564
  nChanged 0
		SP:Iteration 35F (152721.180000 sec): 3 clusters
  Score: Raw -290086.367850 + Penalty 2656.595287 = -287429.772564
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 78 (16638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152721.340000 sec): 2 clusters
  Score: Raw -1441450.807220 + Penalty 1579.409734 = -1439871.397487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152721.660000 sec): 3 clusters
  Score: Raw -1431508.621701 + Penalty 3158.819467 = -1428349.802234
  nChanged 7478
		SP:Iteration 1F (152721.960000 sec): 3 clusters
  Score: Raw -1435868.026878 + Penalty 3158.819467 = -1432709.207411
  nChanged 1164
		SP:Iteration 2F (152722.260000 sec): 3 clusters
  Score: Raw -1436593.135652 + Penalty 3158.819467 = -1433434.316184
  nChanged 1111
		SP:Iteration 3F (152722.520000 sec): 3 clusters
  Score: Raw -1437309.800621 + Penalty 3158.819467 = -1434150.981154
  nChanged 1076
		SP:Iteration 4F (152722.820000 sec): 3 clusters
  Score: Raw -1437967.865162 + Penalty 3158.819467 = -1434809.045695
  nChanged 986
		SP:Iteration 5F (152723.130000 sec): 3 clusters
  Score: Raw -1438526.159834 + Penalty 3158.819467 = -1435367.340367
  nChanged 860
		SP:Iteration 6F (152723.350000 sec): 3 clusters
  Score: Raw -1438992.067369 + Penalty 3158.819467 = -1435833.247902
  nChanged 712
		SP:Iteration 7Q (152723.650000 sec): 3 clusters
  Score: Raw -1439353.404776 + Penalty 3158.819467 = -1436194.585308
  nChanged 621
		SP:Iteration 8Q (152723.930000 sec): 3 clusters
  Score: Raw -1439678.245562 + Penalty 3158.819467 = -1436519.426094
  nChanged 524
		SP:Iteration 9Q (152724.230000 sec): 3 clusters
  Score: Raw -1439950.542963 + Penalty 3158.819467 = -1436791.723495
  nChanged 444
		SP:Iteration 10Q (152724.490000 sec): 3 clusters
  Score: Raw -1440180.905618 + Penalty 3158.819467 = -1437022.086151
  nChanged 431
		SP:Iteration 11Q (152724.790000 sec): 3 clusters
  Score: Raw -1440405.614031 + Penalty 3158.819467 = -1437246.794564
  nChanged 383
		SP:Iteration 12Q (152725.100000 sec): 3 clusters
  Score: Raw -1440615.222309 + Penalty 3158.819467 = -1437456.402842
  nChanged 360
		SP:Iteration 13Q (152725.400000 sec): 3 clusters
  Score: Raw -1440806.632720 + Penalty 3158.819467 = -1437647.813253
  nChanged 334
		SP:Iteration 14Q (152725.710000 sec): 3 clusters
  Score: Raw -1440977.698963 + Penalty 3158.819467 = -1437818.879496
  nChanged 290
		SP:Iteration 15Q (152725.990000 sec): 3 clusters
  Score: Raw -1441115.944863 + Penalty 3158.819467 = -1437957.125395
  nChanged 265
		SP:Iteration 16Q (152726.320000 sec): 3 clusters
  Score: Raw -1441223.449063 + Penalty 3158.819467 = -1438064.629596
  nChanged 231
		SP:Iteration 17Q (152726.620000 sec): 3 clusters
  Score: Raw -1441304.989963 + Penalty 3158.819467 = -1438146.170496
  nChanged 183
		SP:Iteration 18Q (152726.930000 sec): 3 clusters
  Score: Raw -1441364.006962 + Penalty 3158.819467 = -1438205.187495
  nChanged 162
		SP:Iteration 19Q (152727.230000 sec): 3 clusters
  Score: Raw -1441412.418305 + Penalty 3158.819467 = -1438253.598838
  nChanged 133
		SP:Iteration 20F (152727.530000 sec): 3 clusters
  Score: Raw -1441455.696665 + Penalty 3158.819467 = -1438296.877197
  nChanged 139
		SP:Iteration 21Q (152727.840000 sec): 3 clusters
  Score: Raw -1441503.374601 + Penalty 3158.819467 = -1438344.555134
  nChanged 157
		SP:Iteration 22Q (152728.140000 sec): 3 clusters
  Score: Raw -1441558.384846 + Penalty 3158.819467 = -1438399.565378
  nChanged 150
		SP:Iteration 23Q (152728.400000 sec): 3 clusters
  Score: Raw -1441613.146485 + Penalty 3158.819467 = -1438454.327017
  nChanged 149
		SP:Iteration 24Q (152728.630000 sec): 3 clusters
  Score: Raw -1441662.476195 + Penalty 3158.819467 = -1438503.656728
  nChanged 127
		SP:Iteration 25Q (152728.890000 sec): 3 clusters
  Score: Raw -1441702.608356 + Penalty 3158.819467 = -1438543.788889
  nChanged 111
		SP:Iteration 26Q (152729.150000 sec): 3 clusters
  Score: Raw -1441736.508864 + Penalty 3158.819467 = -1438577.689397
  nChanged 102
		SP:Iteration 27Q (152729.410000 sec): 3 clusters
  Score: Raw -1441767.422967 + Penalty 3158.819467 = -1438608.603500
  nChanged 89
		SP:Iteration 28Q (152729.630000 sec): 3 clusters
  Score: Raw -1441793.302219 + Penalty 3158.819467 = -1438634.482752
  nChanged 81
		SP:Iteration 29Q (152729.850000 sec): 3 clusters
  Score: Raw -1441814.895023 + Penalty 3158.819467 = -1438656.075556
  nChanged 69
		SP:Iteration 30Q (152730.110000 sec): 3 clusters
  Score: Raw -1441835.922811 + Penalty 3158.819467 = -1438677.103344
  nChanged 73
		SP:Iteration 31Q (152730.380000 sec): 3 clusters
  Score: Raw -1441862.640904 + Penalty 3158.819467 = -1438703.821437
  nChanged 79
		SP:Iteration 32Q (152730.600000 sec): 3 clusters
  Score: Raw -1441888.446667 + Penalty 3158.819467 = -1438729.627200
  nChanged 74
		SP:Iteration 33Q (152730.860000 sec): 3 clusters
  Score: Raw -1441911.874910 + Penalty 3158.819467 = -1438753.055443
  nChanged 65
		SP:Iteration 34Q (152731.130000 sec): 3 clusters
  Score: Raw -1441933.111770 + Penalty 3158.819467 = -1438774.292303
  nChanged 78
		SP:Iteration 35Q (152731.390000 sec): 3 clusters
  Score: Raw -1441963.449165 + Penalty 3158.819467 = -1438804.629698
  nChanged 65
		SP:Iteration 36Q (152731.650000 sec): 3 clusters
  Score: Raw -1441987.158196 + Penalty 3158.819467 = -1438828.338728
  nChanged 67
		SP:Iteration 37Q (152731.870000 sec): 3 clusters
  Score: Raw -1442012.239641 + Penalty 3158.819467 = -1438853.420174
  nChanged 54
		SP:Iteration 38Q (152732.130000 sec): 3 clusters
  Score: Raw -1442032.450335 + Penalty 3158.819467 = -1438873.630868
  nChanged 51
		SP:Iteration 39Q (152732.350000 sec): 3 clusters
  Score: Raw -1442048.445151 + Penalty 3158.819467 = -1438889.625683
  nChanged 39
		SP:Iteration 40F (152732.620000 sec): 3 clusters
  Score: Raw -1442061.222938 + Penalty 3158.819467 = -1438902.403471
  nChanged 39
		SP:Iteration 41Q (152732.880000 sec): 3 clusters
  Score: Raw -1442072.159323 + Penalty 3158.819467 = -1438913.339856
  nChanged 38
		SP:Iteration 42Q (152733.090000 sec): 3 clusters
  Score: Raw -1442083.175457 + Penalty 3158.819467 = -1438924.355990
  nChanged 29
		SP:Iteration 43Q (152733.280000 sec): 3 clusters
  Score: Raw -1442090.939059 + Penalty 3158.819467 = -1438932.119592
  nChanged 26
		SP:Iteration 44Q (152733.450000 sec): 3 clusters
  Score: Raw -1442096.833490 + Penalty 3158.819467 = -1438938.014023
  nChanged 14
		SP:Iteration 45Q (152733.630000 sec): 3 clusters
  Score: Raw -1442099.664558 + Penalty 3158.819467 = -1438940.845090
  nChanged 20
		SP:Iteration 46Q (152733.820000 sec): 3 clusters
  Score: Raw -1442104.088599 + Penalty 3158.819467 = -1438945.269131
  nChanged 23
		SP:Iteration 47Q (152734.000000 sec): 3 clusters
  Score: Raw -1442109.444904 + Penalty 3158.819467 = -1438950.625436
  nChanged 20
		SP:Iteration 48Q (152734.220000 sec): 3 clusters
  Score: Raw -1442115.252102 + Penalty 3158.819467 = -1438956.432635
  nChanged 23
		SP:Iteration 49Q (152734.470000 sec): 3 clusters
  Score: Raw -1442121.690281 + Penalty 3158.819467 = -1438962.870813
  nChanged 19
		SP:Iteration 50Q (152734.700000 sec): 3 clusters
  Score: Raw -1442127.672739 + Penalty 3158.819467 = -1438968.853272
  nChanged 24
		SP:Iteration 51Q (152734.920000 sec): 3 clusters
  Score: Raw -1442135.313712 + Penalty 3158.819467 = -1438976.494244
  nChanged 29
		SP:Iteration 52Q (152735.120000 sec): 3 clusters
  Score: Raw -1442146.966334 + Penalty 3158.819467 = -1438988.146867
  nChanged 37
		SP:Iteration 53Q (152735.290000 sec): 3 clusters
  Score: Raw -1442165.234560 + Penalty 3158.819467 = -1439006.415093
  nChanged 42
		SP:Iteration 54Q (152735.470000 sec): 3 clusters
  Score: Raw -1442181.903067 + Penalty 3158.819467 = -1439023.083600
  nChanged 38
		SP:Iteration 55Q (152735.700000 sec): 3 clusters
  Score: Raw -1442202.782387 + Penalty 3158.819467 = -1439043.962920
  nChanged 40
		SP:Iteration 56Q (152735.970000 sec): 3 clusters
  Score: Raw -1442229.349062 + Penalty 3158.819467 = -1439070.529594
  nChanged 51
		SP:Iteration 57Q (152736.170000 sec): 3 clusters
  Score: Raw -1442263.328935 + Penalty 3158.819467 = -1439104.509468
  nChanged 57
		SP:Iteration 58Q (152736.400000 sec): 3 clusters
  Score: Raw -1442303.710810 + Penalty 3158.819467 = -1439144.891343
  nChanged 47
		SP:Iteration 59Q (152736.610000 sec): 3 clusters
  Score: Raw -1442332.375823 + Penalty 3158.819467 = -1439173.556356
  nChanged 44
		SP:Iteration 60F (152736.900000 sec): 3 clusters
  Score: Raw -1442357.466882 + Penalty 3158.819467 = -1439198.647415
  nChanged 39
		SP:Iteration 61Q (152737.170000 sec): 3 clusters
  Score: Raw -1442380.432385 + Penalty 3158.819467 = -1439221.612918
  nChanged 36
		SP:Iteration 62Q (152737.420000 sec): 3 clusters
  Score: Raw -1442398.013058 + Penalty 3158.819467 = -1439239.193591
  nChanged 26
		SP:Iteration 63Q (152737.680000 sec): 3 clusters
  Score: Raw -1442411.572216 + Penalty 3158.819467 = -1439252.752748
  nChanged 26
		SP:Iteration 64Q (152737.900000 sec): 3 clusters
  Score: Raw -1442423.991148 + Penalty 3158.819467 = -1439265.171681
  nChanged 19
		SP:Iteration 65Q (152738.120000 sec): 3 clusters
  Score: Raw -1442429.907205 + Penalty 3158.819467 = -1439271.087737
  nChanged 12
		SP:Iteration 66Q (152738.310000 sec): 3 clusters
  Score: Raw -1442433.941741 + Penalty 3158.819467 = -1439275.122274
  nChanged 12
		SP:Iteration 67Q (152738.560000 sec): 3 clusters
  Score: Raw -1442437.700138 + Penalty 3158.819467 = -1439278.880671
  nChanged 9
		SP:Iteration 68Q (152738.820000 sec): 3 clusters
  Score: Raw -1442440.327468 + Penalty 3158.819467 = -1439281.508001
  nChanged 9
		SP:Iteration 69Q (152738.990000 sec): 3 clusters
  Score: Raw -1442443.908176 + Penalty 3158.819467 = -1439285.088708
  nChanged 6
		SP:Iteration 70Q (152739.210000 sec): 3 clusters
  Score: Raw -1442445.643791 + Penalty 3158.819467 = -1439286.824323
  nChanged 5
		SP:Iteration 71Q (152739.510000 sec): 3 clusters
  Score: Raw -1442447.704743 + Penalty 3158.819467 = -1439288.885275
  nChanged 4
		SP:Iteration 72Q (152739.770000 sec): 3 clusters
  Score: Raw -1442449.482555 + Penalty 3158.819467 = -1439290.663088
  nChanged 2
		SP:Iteration 73Q (152740.020000 sec): 3 clusters
  Score: Raw -1442450.136630 + Penalty 3158.819467 = -1439291.317162
  nChanged 2
		SP:Iteration 74Q (152740.250000 sec): 3 clusters
  Score: Raw -1442450.682379 + Penalty 3158.819467 = -1439291.862912
  nChanged 1
		SP:Iteration 75Q (152740.500000 sec): 3 clusters
  Score: Raw -1442451.124602 + Penalty 3158.819467 = -1439292.305134
  nChanged 1
		SP:Iteration 76Q (152740.760000 sec): 3 clusters
  Score: Raw -1442451.464635 + Penalty 3158.819467 = -1439292.645168
  nChanged 1
		SP:Iteration 77Q (152740.970000 sec): 3 clusters
  Score: Raw -1442451.601179 + Penalty 3158.819467 = -1439292.781711
  nChanged 0
		SP:Iteration 78F (152741.240000 sec): 3 clusters
  Score: Raw -1442451.601179 + Penalty 3158.819467 = -1439292.781711
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 79 (2629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152741.330000 sec): 2 clusters
  Score: Raw -221165.476514 + Penalty 1279.583309 = -219885.893205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152741.500000 sec): 3 clusters
  Score: Raw -220016.615453 + Penalty 2559.166618 = -217457.448835
  nChanged 974
		SP:Iteration 1F (152741.680000 sec): 3 clusters
  Score: Raw -220652.293412 + Penalty 2559.166618 = -218093.126794
  nChanged 242
		SP:Iteration 2F (152741.850000 sec): 3 clusters
  Score: Raw -220852.195177 + Penalty 2559.166618 = -218293.028559
  nChanged 176
		SP:Iteration 3F (152742.030000 sec): 3 clusters
  Score: Raw -220999.499095 + Penalty 2559.166618 = -218440.332477
  nChanged 141
		SP:Iteration 4F (152742.210000 sec): 3 clusters
  Score: Raw -221138.961181 + Penalty 2559.166618 = -218579.794563
  nChanged 132
		SP:Iteration 5F (152742.380000 sec): 3 clusters
  Score: Raw -221243.868092 + Penalty 2559.166618 = -218684.701474
  nChanged 114
		SP:Iteration 6Q (152742.560000 sec): 3 clusters
  Score: Raw -221343.000034 + Penalty 2559.166618 = -218783.833416
  nChanged 87
		SP:Iteration 7Q (152742.730000 sec): 3 clusters
  Score: Raw -221426.665317 + Penalty 2559.166618 = -218867.498699
  nChanged 87
		SP:Iteration 8Q (152742.830000 sec): 3 clusters
  Score: Raw -221506.963827 + Penalty 2559.166618 = -218947.797209
  nChanged 76
		SP:Iteration 9Q (152742.890000 sec): 3 clusters
  Score: Raw -221580.756048 + Penalty 2559.166618 = -219021.589430
  nChanged 58
		SP:Iteration 10Q (152742.940000 sec): 3 clusters
  Score: Raw -221638.429121 + Penalty 2559.166618 = -219079.262503
  nChanged 42
		SP:Iteration 11Q (152742.990000 sec): 3 clusters
  Score: Raw -221668.453559 + Penalty 2559.166618 = -219109.286941
  nChanged 38
		SP:Iteration 12Q (152743.040000 sec): 3 clusters
  Score: Raw -221687.556511 + Penalty 2559.166618 = -219128.389893
  nChanged 28
		SP:Iteration 13Q (152743.090000 sec): 3 clusters
  Score: Raw -221700.880178 + Penalty 2559.166618 = -219141.713560
  nChanged 16
		SP:Iteration 14Q (152743.150000 sec): 3 clusters
  Score: Raw -221708.751087 + Penalty 2559.166618 = -219149.584469
  nChanged 14
		SP:Iteration 15Q (152743.190000 sec): 3 clusters
  Score: Raw -221716.233184 + Penalty 2559.166618 = -219157.066566
  nChanged 14
		SP:Iteration 16Q (152743.250000 sec): 3 clusters
  Score: Raw -221723.938758 + Penalty 2559.166618 = -219164.772140
  nChanged 9
		SP:Iteration 17Q (152743.300000 sec): 3 clusters
  Score: Raw -221726.658304 + Penalty 2559.166618 = -219167.491686
  nChanged 6
		SP:Iteration 18Q (152743.350000 sec): 3 clusters
  Score: Raw -221728.536321 + Penalty 2559.166618 = -219169.369703
  nChanged 3
		SP:Iteration 19Q (152743.400000 sec): 3 clusters
  Score: Raw -221729.600624 + Penalty 2559.166618 = -219170.434006
  nChanged 1
		SP:Iteration 20F (152743.460000 sec): 3 clusters
  Score: Raw -221730.039272 + Penalty 2559.166618 = -219170.872654
  nChanged 1
		SP:Iteration 21Q (152743.510000 sec): 3 clusters
  Score: Raw -221730.414634 + Penalty 2559.166618 = -219171.248015
  nChanged 3
		SP:Iteration 22Q (152743.560000 sec): 3 clusters
  Score: Raw -221731.532642 + Penalty 2559.166618 = -219172.366024
  nChanged 1
		SP:Iteration 23Q (152743.610000 sec): 3 clusters
  Score: Raw -221731.660290 + Penalty 2559.166618 = -219172.493672
  nChanged 0
		SP:Iteration 24F (152743.670000 sec): 3 clusters
  Score: Raw -221731.660290 + Penalty 2559.166618 = -219172.493672
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 80 (6230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152743.750000 sec): 2 clusters
  Score: Raw -537657.363768 + Penalty 1419.783887 = -536237.579881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152743.950000 sec): 3 clusters
  Score: Raw -534371.648738 + Penalty 2839.567774 = -531532.080965
  nChanged 2591
		SP:Iteration 1F (152744.110000 sec): 3 clusters
  Score: Raw -535877.140992 + Penalty 2839.567774 = -533037.573218
  nChanged 488
		SP:Iteration 2F (152744.280000 sec): 3 clusters
  Score: Raw -536247.208700 + Penalty 2839.567774 = -533407.640926
  nChanged 425
		SP:Iteration 3F (152744.440000 sec): 3 clusters
  Score: Raw -536575.113686 + Penalty 2839.567774 = -533735.545912
  nChanged 390
		SP:Iteration 4F (152744.540000 sec): 3 clusters
  Score: Raw -536871.324754 + Penalty 2839.567774 = -534031.756980
  nChanged 364
		SP:Iteration 5F (152744.640000 sec): 3 clusters
  Score: Raw -537136.370042 + Penalty 2839.567774 = -534296.802268
  nChanged 311
		SP:Iteration 6Q (152744.740000 sec): 3 clusters
  Score: Raw -537329.654088 + Penalty 2839.567774 = -534490.086314
  nChanged 244
		SP:Iteration 7Q (152744.850000 sec): 3 clusters
  Score: Raw -537465.070075 + Penalty 2839.567774 = -534625.502301
  nChanged 202
		SP:Iteration 8Q (152744.940000 sec): 3 clusters
  Score: Raw -537564.293249 + Penalty 2839.567774 = -534724.725475
  nChanged 157
		SP:Iteration 9Q (152745.040000 sec): 3 clusters
  Score: Raw -537654.141041 + Penalty 2839.567774 = -534814.573267
  nChanged 149
		SP:Iteration 10Q (152745.230000 sec): 3 clusters
  Score: Raw -537739.164209 + Penalty 2839.567774 = -534899.596435
  nChanged 143
		SP:Iteration 11Q (152745.400000 sec): 3 clusters
  Score: Raw -537813.069985 + Penalty 2839.567774 = -534973.502211
  nChanged 120
		SP:Iteration 12Q (152745.560000 sec): 3 clusters
  Score: Raw -537871.091015 + Penalty 2839.567774 = -535031.523241
  nChanged 107
		SP:Iteration 13Q (152745.730000 sec): 3 clusters
  Score: Raw -537920.487251 + Penalty 2839.567774 = -535080.919477
  nChanged 132
		SP:Iteration 14Q (152745.890000 sec): 3 clusters
  Score: Raw -537999.345677 + Penalty 2839.567774 = -535159.777903
  nChanged 117
		SP:Iteration 15Q (152746.060000 sec): 3 clusters
  Score: Raw -538060.651461 + Penalty 2839.567774 = -535221.083687
  nChanged 105
		SP:Iteration 16Q (152746.220000 sec): 3 clusters
  Score: Raw -538114.258604 + Penalty 2839.567774 = -535274.690830
  nChanged 81
		SP:Iteration 17Q (152746.430000 sec): 3 clusters
  Score: Raw -538150.225133 + Penalty 2839.567774 = -535310.657360
  nChanged 68
		SP:Iteration 18Q (152746.600000 sec): 3 clusters
  Score: Raw -538181.565430 + Penalty 2839.567774 = -535341.997656
  nChanged 58
		SP:Iteration 19Q (152746.760000 sec): 3 clusters
  Score: Raw -538224.028985 + Penalty 2839.567774 = -535384.461211
  nChanged 65
		SP:Iteration 20F (152746.930000 sec): 3 clusters
  Score: Raw -538267.174425 + Penalty 2839.567774 = -535427.606651
  nChanged 60
		SP:Iteration 21Q (152747.090000 sec): 3 clusters
  Score: Raw -538304.801662 + Penalty 2839.567774 = -535465.233888
  nChanged 49
		SP:Iteration 22Q (152747.250000 sec): 3 clusters
  Score: Raw -538331.085138 + Penalty 2839.567774 = -535491.517364
  nChanged 46
		SP:Iteration 23Q (152747.460000 sec): 3 clusters
  Score: Raw -538349.211286 + Penalty 2839.567774 = -535509.643512
  nChanged 35
		SP:Iteration 24Q (152747.630000 sec): 3 clusters
  Score: Raw -538362.673022 + Penalty 2839.567774 = -535523.105248
  nChanged 28
		SP:Iteration 25Q (152747.810000 sec): 3 clusters
  Score: Raw -538370.782065 + Penalty 2839.567774 = -535531.214292
  nChanged 30
		SP:Iteration 26Q (152748.030000 sec): 3 clusters
  Score: Raw -538379.069591 + Penalty 2839.567774 = -535539.501818
  nChanged 23
		SP:Iteration 27Q (152748.190000 sec): 3 clusters
  Score: Raw -538384.675661 + Penalty 2839.567774 = -535545.107887
  nChanged 16
		SP:Iteration 28Q (152748.370000 sec): 3 clusters
  Score: Raw -538388.771903 + Penalty 2839.567774 = -535549.204129
  nChanged 12
		SP:Iteration 29Q (152748.510000 sec): 3 clusters
  Score: Raw -538392.108377 + Penalty 2839.567774 = -535552.540603
  nChanged 10
		SP:Iteration 30Q (152748.670000 sec): 3 clusters
  Score: Raw -538396.173286 + Penalty 2839.567774 = -535556.605512
  nChanged 13
		SP:Iteration 31Q (152748.840000 sec): 3 clusters
  Score: Raw -538400.446644 + Penalty 2839.567774 = -535560.878870
  nChanged 16
		SP:Iteration 32Q (152749.000000 sec): 3 clusters
  Score: Raw -538406.033491 + Penalty 2839.567774 = -535566.465717
  nChanged 11
		SP:Iteration 33Q (152749.170000 sec): 3 clusters
  Score: Raw -538407.967130 + Penalty 2839.567774 = -535568.399356
  nChanged 4
		SP:Iteration 34Q (152749.330000 sec): 3 clusters
  Score: Raw -538408.652016 + Penalty 2839.567774 = -535569.084242
  nChanged 5
		SP:Iteration 35Q (152749.540000 sec): 3 clusters
  Score: Raw -538409.251044 + Penalty 2839.567774 = -535569.683270
  nChanged 3
		SP:Iteration 36Q (152749.710000 sec): 3 clusters
  Score: Raw -538409.451078 + Penalty 2839.567774 = -535569.883304
  nChanged 2
		SP:Iteration 37Q (152749.870000 sec): 3 clusters
  Score: Raw -538409.831842 + Penalty 2839.567774 = -535570.264068
  nChanged 2
		SP:Iteration 38Q (152750.030000 sec): 3 clusters
  Score: Raw -538410.087633 + Penalty 2839.567774 = -535570.519859
  nChanged 1
		SP:Iteration 39Q (152750.200000 sec): 3 clusters
  Score: Raw -538410.814533 + Penalty 2839.567774 = -535571.246759
  nChanged 3
		SP:Iteration 40F (152750.370000 sec): 3 clusters
  Score: Raw -538412.374942 + Penalty 2839.567774 = -535572.807168
  nChanged 8
		SP:Iteration 41Q (152750.530000 sec): 3 clusters
  Score: Raw -538414.566088 + Penalty 2839.567774 = -535574.998315
  nChanged 5
		SP:Iteration 42Q (152750.690000 sec): 3 clusters
  Score: Raw -538415.693480 + Penalty 2839.567774 = -535576.125706
  nChanged 7
		SP:Iteration 43Q (152750.860000 sec): 3 clusters
  Score: Raw -538416.973910 + Penalty 2839.567774 = -535577.406136
  nChanged 5
		SP:Iteration 44Q (152751.030000 sec): 3 clusters
  Score: Raw -538418.053646 + Penalty 2839.567774 = -535578.485872
  nChanged 8
		SP:Iteration 45Q (152751.190000 sec): 3 clusters
  Score: Raw -538422.014460 + Penalty 2839.567774 = -535582.446686
  nChanged 13
		SP:Iteration 46Q (152751.350000 sec): 3 clusters
  Score: Raw -538426.392087 + Penalty 2839.567774 = -535586.824313
  nChanged 11
		SP:Iteration 47Q (152751.520000 sec): 3 clusters
  Score: Raw -538428.349713 + Penalty 2839.567774 = -535588.781940
  nChanged 9
		SP:Iteration 48Q (152751.680000 sec): 3 clusters
  Score: Raw -538432.625279 + Penalty 2839.567774 = -535593.057506
  nChanged 12
		SP:Iteration 49Q (152751.850000 sec): 3 clusters
  Score: Raw -538435.724484 + Penalty 2839.567774 = -535596.156710
  nChanged 8
		SP:Iteration 50Q (152752.010000 sec): 3 clusters
  Score: Raw -538437.824565 + Penalty 2839.567774 = -535598.256791
  nChanged 11
		SP:Iteration 51Q (152752.170000 sec): 3 clusters
  Score: Raw -538440.414621 + Penalty 2839.567774 = -535600.846847
  nChanged 11
		SP:Iteration 52Q (152752.340000 sec): 3 clusters
  Score: Raw -538442.807043 + Penalty 2839.567774 = -535603.239270
  nChanged 4
		SP:Iteration 53Q (152752.500000 sec): 3 clusters
  Score: Raw -538444.509351 + Penalty 2839.567774 = -535604.941578
  nChanged 9
		SP:Iteration 54Q (152752.670000 sec): 3 clusters
  Score: Raw -538446.278205 + Penalty 2839.567774 = -535606.710432
  nChanged 9
		SP:Iteration 55Q (152752.830000 sec): 3 clusters
  Score: Raw -538448.549265 + Penalty 2839.567774 = -535608.981491
  nChanged 10
		SP:Iteration 56Q (152753.000000 sec): 3 clusters
  Score: Raw -538452.194241 + Penalty 2839.567774 = -535612.626467
  nChanged 17
		SP:Iteration 57Q (152753.160000 sec): 3 clusters
  Score: Raw -538455.562823 + Penalty 2839.567774 = -535615.995049
  nChanged 10
		SP:Iteration 58Q (152753.320000 sec): 3 clusters
  Score: Raw -538457.433840 + Penalty 2839.567774 = -535617.866066
  nChanged 14
		SP:Iteration 59Q (152753.530000 sec): 3 clusters
  Score: Raw -538460.044890 + Penalty 2839.567774 = -535620.477117
  nChanged 15
		SP:Iteration 60F (152753.700000 sec): 3 clusters
  Score: Raw -538463.107193 + Penalty 2839.567774 = -535623.539419
  nChanged 14
		SP:Iteration 61Q (152753.860000 sec): 3 clusters
  Score: Raw -538465.346658 + Penalty 2839.567774 = -535625.778884
  nChanged 7
		SP:Iteration 62Q (152754.030000 sec): 3 clusters
  Score: Raw -538466.771156 + Penalty 2839.567774 = -535627.203382
  nChanged 8
		SP:Iteration 63Q (152754.190000 sec): 3 clusters
  Score: Raw -538468.248819 + Penalty 2839.567774 = -535628.681046
  nChanged 6
		SP:Iteration 64Q (152754.360000 sec): 3 clusters
  Score: Raw -538469.137611 + Penalty 2839.567774 = -535629.569838
  nChanged 2
		SP:Iteration 65Q (152754.520000 sec): 3 clusters
  Score: Raw -538469.423178 + Penalty 2839.567774 = -535629.855405
  nChanged 5
		SP:Iteration 66Q (152754.730000 sec): 3 clusters
  Score: Raw -538469.886925 + Penalty 2839.567774 = -535630.319152
  nChanged 3
		SP:Iteration 67Q (152754.900000 sec): 3 clusters
  Score: Raw -538470.676482 + Penalty 2839.567774 = -535631.108709
  nChanged 2
		SP:Iteration 68Q (152755.060000 sec): 3 clusters
  Score: Raw -538470.909470 + Penalty 2839.567774 = -535631.341696
  nChanged 0
		SP:Iteration 69F (152755.220000 sec): 3 clusters
  Score: Raw -538470.909470 + Penalty 2839.567774 = -535631.341696
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 81 (4576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152755.340000 sec): 2 clusters
  Score: Raw -385873.535158 + Penalty 1369.644337 = -384503.890821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152755.520000 sec): 3 clusters
  Score: Raw -383538.848181 + Penalty 2739.288673 = -380799.559507
  nChanged 1834
		SP:Iteration 1F (152755.690000 sec): 3 clusters
  Score: Raw -384663.329764 + Penalty 2739.288673 = -381924.041090
  nChanged 363
		SP:Iteration 2F (152755.870000 sec): 3 clusters
  Score: Raw -384929.584063 + Penalty 2739.288673 = -382190.295390
  nChanged 309
		SP:Iteration 3F (152756.040000 sec): 3 clusters
  Score: Raw -385169.064565 + Penalty 2739.288673 = -382429.775891
  nChanged 275
		SP:Iteration 4F (152756.220000 sec): 3 clusters
  Score: Raw -385395.276564 + Penalty 2739.288673 = -382655.987891
  nChanged 234
		SP:Iteration 5F (152756.400000 sec): 3 clusters
  Score: Raw -385587.650382 + Penalty 2739.288673 = -382848.361708
  nChanged 232
		SP:Iteration 6F (152756.570000 sec): 3 clusters
  Score: Raw -385765.274031 + Penalty 2739.288673 = -383025.985358
  nChanged 215
		SP:Iteration 7Q (152756.750000 sec): 3 clusters
  Score: Raw -385905.999923 + Penalty 2739.288673 = -383166.711250
  nChanged 157
		SP:Iteration 8Q (152756.920000 sec): 3 clusters
  Score: Raw -385998.435098 + Penalty 2739.288673 = -383259.146425
  nChanged 131
		SP:Iteration 9Q (152757.100000 sec): 3 clusters
  Score: Raw -386066.198353 + Penalty 2739.288673 = -383326.909680
  nChanged 87
		SP:Iteration 10Q (152757.260000 sec): 3 clusters
  Score: Raw -386113.914414 + Penalty 2739.288673 = -383374.625741
  nChanged 75
		SP:Iteration 11Q (152757.430000 sec): 3 clusters
  Score: Raw -386146.737471 + Penalty 2739.288673 = -383407.448798
  nChanged 68
		SP:Iteration 12Q (152757.600000 sec): 3 clusters
  Score: Raw -386173.770640 + Penalty 2739.288673 = -383434.481967
  nChanged 42
		SP:Iteration 13Q (152757.780000 sec): 3 clusters
  Score: Raw -386187.825965 + Penalty 2739.288673 = -383448.537292
  nChanged 36
		SP:Iteration 14Q (152757.950000 sec): 3 clusters
  Score: Raw -386197.864014 + Penalty 2739.288673 = -383458.575341
  nChanged 20
		SP:Iteration 15Q (152758.130000 sec): 3 clusters
  Score: Raw -386202.521527 + Penalty 2739.288673 = -383463.232853
  nChanged 9
		SP:Iteration 16Q (152758.300000 sec): 3 clusters
  Score: Raw -386204.366126 + Penalty 2739.288673 = -383465.077453
  nChanged 14
		SP:Iteration 17Q (152758.480000 sec): 3 clusters
  Score: Raw -386206.931375 + Penalty 2739.288673 = -383467.642702
  nChanged 9
		SP:Iteration 18Q (152758.660000 sec): 3 clusters
  Score: Raw -386208.343992 + Penalty 2739.288673 = -383469.055318
  nChanged 5
		SP:Iteration 19Q (152758.830000 sec): 3 clusters
  Score: Raw -386209.236316 + Penalty 2739.288673 = -383469.947643
  nChanged 4
		SP:Iteration 20F (152758.940000 sec): 3 clusters
  Score: Raw -386210.105528 + Penalty 2739.288673 = -383470.816855
  nChanged 10
		SP:Iteration 21Q (152759.030000 sec): 3 clusters
  Score: Raw -386211.767819 + Penalty 2739.288673 = -383472.479146
  nChanged 3
		SP:Iteration 22Q (152759.120000 sec): 3 clusters
  Score: Raw -386212.659872 + Penalty 2739.288673 = -383473.371199
  nChanged 6
		SP:Iteration 23Q (152759.200000 sec): 3 clusters
  Score: Raw -386213.852612 + Penalty 2739.288673 = -383474.563939
  nChanged 3
		SP:Iteration 24Q (152759.290000 sec): 3 clusters
  Score: Raw -386214.946476 + Penalty 2739.288673 = -383475.657803
  nChanged 5
		SP:Iteration 25Q (152759.380000 sec): 3 clusters
  Score: Raw -386216.349412 + Penalty 2739.288673 = -383477.060739
  nChanged 8
		SP:Iteration 26Q (152759.470000 sec): 3 clusters
  Score: Raw -386218.719651 + Penalty 2739.288673 = -383479.430978
  nChanged 11
		SP:Iteration 27Q (152759.550000 sec): 3 clusters
  Score: Raw -386222.146202 + Penalty 2739.288673 = -383482.857528
  nChanged 13
		SP:Iteration 28Q (152759.640000 sec): 3 clusters
  Score: Raw -386224.448308 + Penalty 2739.288673 = -383485.159635
  nChanged 8
		SP:Iteration 29Q (152759.730000 sec): 3 clusters
  Score: Raw -386225.943575 + Penalty 2739.288673 = -383486.654902
  nChanged 5
		SP:Iteration 30Q (152759.820000 sec): 3 clusters
  Score: Raw -386226.878407 + Penalty 2739.288673 = -383487.589733
  nChanged 4
		SP:Iteration 31Q (152759.900000 sec): 3 clusters
  Score: Raw -386227.933060 + Penalty 2739.288673 = -383488.644386
  nChanged 5
		SP:Iteration 32Q (152760.120000 sec): 3 clusters
  Score: Raw -386229.115236 + Penalty 2739.288673 = -383489.826563
  nChanged 0
		SP:Iteration 33F (152760.300000 sec): 3 clusters
  Score: Raw -386229.115236 + Penalty 2739.288673 = -383489.826563
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 82 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152760.380000 sec): 2 clusters
  Score: Raw -64830.558968 + Penalty 1092.427342 = -63738.131626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152760.560000 sec): 3 clusters
  Score: Raw -64575.961472 + Penalty 2184.854683 = -62391.106789
  nChanged 239
		SP:Iteration 1F (152760.740000 sec): 3 clusters
  Score: Raw -64810.885985 + Penalty 2184.854683 = -62626.031301
  nChanged 76
		SP:Iteration 2F (152760.910000 sec): 3 clusters
  Score: Raw -64911.454400 + Penalty 2184.854683 = -62726.599716
  nChanged 45
		SP:Iteration 3F (152761.090000 sec): 3 clusters
  Score: Raw -64979.072958 + Penalty 2184.854683 = -62794.218275
  nChanged 40
		SP:Iteration 4Q (152761.260000 sec): 3 clusters
  Score: Raw -65048.094738 + Penalty 2184.854683 = -62863.240054
  nChanged 32
		SP:Iteration 5Q (152761.440000 sec): 3 clusters
  Score: Raw -65117.460585 + Penalty 2184.854683 = -62932.605902
  nChanged 21
		SP:Iteration 6Q (152761.540000 sec): 3 clusters
  Score: Raw -65146.934167 + Penalty 2184.854683 = -62962.079484
  nChanged 11
		SP:Iteration 7Q (152761.560000 sec): 3 clusters
  Score: Raw -65163.526181 + Penalty 2184.854683 = -62978.671498
  nChanged 9
		SP:Iteration 8Q (152761.570000 sec): 3 clusters
  Score: Raw -65175.922570 + Penalty 2184.854683 = -62991.067887
  nChanged 7
		SP:Iteration 9Q (152761.600000 sec): 3 clusters
  Score: Raw -65184.776214 + Penalty 2184.854683 = -62999.921530
  nChanged 5
		SP:Iteration 10Q (152761.630000 sec): 3 clusters
  Score: Raw -65188.693732 + Penalty 2184.854683 = -63003.839048
  nChanged 3
		SP:Iteration 11Q (152761.650000 sec): 3 clusters
  Score: Raw -65192.710014 + Penalty 2184.854683 = -63007.855330
  nChanged 0
		SP:Iteration 12F (152761.670000 sec): 3 clusters
  Score: Raw -65192.710014 + Penalty 2184.854683 = -63007.855330
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 83 (2823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152761.780000 sec): 2 clusters
  Score: Raw -226790.267906 + Penalty 1291.152757 = -225499.115149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152761.960000 sec): 3 clusters
  Score: Raw -225475.954688 + Penalty 2582.305514 = -222893.649174
  nChanged 1072
		SP:Iteration 1F (152762.130000 sec): 3 clusters
  Score: Raw -226256.713668 + Penalty 2582.305514 = -223674.408154
  nChanged 269
		SP:Iteration 2F (152762.310000 sec): 3 clusters
  Score: Raw -226492.102580 + Penalty 2582.305514 = -223909.797066
  nChanged 166
		SP:Iteration 3F (152762.490000 sec): 3 clusters
  Score: Raw -226629.702717 + Penalty 2582.305514 = -224047.397203
  nChanged 132
		SP:Iteration 4Q (152762.660000 sec): 3 clusters
  Score: Raw -226722.893771 + Penalty 2582.305514 = -224140.588257
  nChanged 106
		SP:Iteration 5Q (152762.840000 sec): 3 clusters
  Score: Raw -226793.840140 + Penalty 2582.305514 = -224211.534626
  nChanged 79
		SP:Iteration 6Q (152763.010000 sec): 3 clusters
  Score: Raw -226847.360445 + Penalty 2582.305514 = -224265.054931
  nChanged 65
		SP:Iteration 7Q (152763.190000 sec): 3 clusters
  Score: Raw -226885.914241 + Penalty 2582.305514 = -224303.608727
  nChanged 51
		SP:Iteration 8Q (152763.360000 sec): 3 clusters
  Score: Raw -226914.439614 + Penalty 2582.305514 = -224332.134100
  nChanged 41
		SP:Iteration 9Q (152763.540000 sec): 3 clusters
  Score: Raw -226930.325822 + Penalty 2582.305514 = -224348.020308
  nChanged 29
		SP:Iteration 10Q (152763.710000 sec): 3 clusters
  Score: Raw -226947.903247 + Penalty 2582.305514 = -224365.597732
  nChanged 32
		SP:Iteration 11Q (152763.890000 sec): 3 clusters
  Score: Raw -226969.573232 + Penalty 2582.305514 = -224387.267718
  nChanged 36
		SP:Iteration 12Q (152764.070000 sec): 3 clusters
  Score: Raw -226991.487955 + Penalty 2582.305514 = -224409.182441
  nChanged 35
		SP:Iteration 13Q (152764.240000 sec): 3 clusters
  Score: Raw -227007.830073 + Penalty 2582.305514 = -224425.524559
  nChanged 30
		SP:Iteration 14Q (152764.420000 sec): 3 clusters
  Score: Raw -227025.447699 + Penalty 2582.305514 = -224443.142185
  nChanged 33
		SP:Iteration 15Q (152764.590000 sec): 3 clusters
  Score: Raw -227042.381112 + Penalty 2582.305514 = -224460.075598
  nChanged 32
		SP:Iteration 16Q (152764.770000 sec): 3 clusters
  Score: Raw -227057.027427 + Penalty 2582.305514 = -224474.721913
  nChanged 28
		SP:Iteration 17Q (152764.950000 sec): 3 clusters
  Score: Raw -227075.035349 + Penalty 2582.305514 = -224492.729834
  nChanged 25
		SP:Iteration 18Q (152765.120000 sec): 3 clusters
  Score: Raw -227089.320486 + Penalty 2582.305514 = -224507.014972
  nChanged 28
		SP:Iteration 19Q (152765.300000 sec): 3 clusters
  Score: Raw -227107.209628 + Penalty 2582.305514 = -224524.904114
  nChanged 21
		SP:Iteration 20F (152765.350000 sec): 3 clusters
  Score: Raw -227120.951740 + Penalty 2582.305514 = -224538.646226
  nChanged 17
		SP:Iteration 21Q (152765.410000 sec): 3 clusters
  Score: Raw -227133.770794 + Penalty 2582.305514 = -224551.465279
  nChanged 19
		SP:Iteration 22Q (152765.460000 sec): 3 clusters
  Score: Raw -227143.341940 + Penalty 2582.305514 = -224561.036426
  nChanged 15
		SP:Iteration 23Q (152765.510000 sec): 3 clusters
  Score: Raw -227155.064849 + Penalty 2582.305514 = -224572.759335
  nChanged 24
		SP:Iteration 24Q (152765.560000 sec): 3 clusters
  Score: Raw -227169.410290 + Penalty 2582.305514 = -224587.104776
  nChanged 25
		SP:Iteration 25Q (152765.610000 sec): 3 clusters
  Score: Raw -227187.446061 + Penalty 2582.305514 = -224605.140546
  nChanged 22
		SP:Iteration 26Q (152765.670000 sec): 3 clusters
  Score: Raw -227205.324375 + Penalty 2582.305514 = -224623.018861
  nChanged 31
		SP:Iteration 27Q (152765.720000 sec): 3 clusters
  Score: Raw -227222.868962 + Penalty 2582.305514 = -224640.563447
  nChanged 25
		SP:Iteration 28Q (152765.770000 sec): 3 clusters
  Score: Raw -227235.958068 + Penalty 2582.305514 = -224653.652553
  nChanged 25
		SP:Iteration 29Q (152765.820000 sec): 3 clusters
  Score: Raw -227248.663257 + Penalty 2582.305514 = -224666.357743
  nChanged 28
		SP:Iteration 30Q (152765.870000 sec): 3 clusters
  Score: Raw -227268.558463 + Penalty 2582.305514 = -224686.252949
  nChanged 32
		SP:Iteration 31Q (152766.010000 sec): 3 clusters
  Score: Raw -227284.191282 + Penalty 2582.305514 = -224701.885768
  nChanged 30
		SP:Iteration 32Q (152766.190000 sec): 3 clusters
  Score: Raw -227295.393706 + Penalty 2582.305514 = -224713.088192
  nChanged 22
		SP:Iteration 33Q (152766.370000 sec): 3 clusters
  Score: Raw -227305.695506 + Penalty 2582.305514 = -224723.389992
  nChanged 22
		SP:Iteration 34Q (152766.540000 sec): 3 clusters
  Score: Raw -227315.845242 + Penalty 2582.305514 = -224733.539728
  nChanged 22
		SP:Iteration 35Q (152766.720000 sec): 3 clusters
  Score: Raw -227330.260157 + Penalty 2582.305514 = -224747.954643
  nChanged 28
		SP:Iteration 36Q (152766.890000 sec): 3 clusters
  Score: Raw -227345.712628 + Penalty 2582.305514 = -224763.407113
  nChanged 32
		SP:Iteration 37Q (152767.070000 sec): 3 clusters
  Score: Raw -227365.213991 + Penalty 2582.305514 = -224782.908477
  nChanged 33
		SP:Iteration 38Q (152767.250000 sec): 3 clusters
  Score: Raw -227380.904813 + Penalty 2582.305514 = -224798.599299
  nChanged 19
		SP:Iteration 39Q (152767.420000 sec): 3 clusters
  Score: Raw -227389.098984 + Penalty 2582.305514 = -224806.793470
  nChanged 18
		SP:Iteration 40F (152767.600000 sec): 3 clusters
  Score: Raw -227395.567447 + Penalty 2582.305514 = -224813.261932
  nChanged 15
		SP:Iteration 41Q (152767.770000 sec): 3 clusters
  Score: Raw -227404.326765 + Penalty 2582.305514 = -224822.021251
  nChanged 13
		SP:Iteration 42Q (152767.950000 sec): 3 clusters
  Score: Raw -227411.657248 + Penalty 2582.305514 = -224829.351734
  nChanged 11
		SP:Iteration 43Q (152768.130000 sec): 3 clusters
  Score: Raw -227416.955515 + Penalty 2582.305514 = -224834.650000
  nChanged 11
		SP:Iteration 44Q (152768.300000 sec): 3 clusters
  Score: Raw -227423.530861 + Penalty 2582.305514 = -224841.225347
  nChanged 13
		SP:Iteration 45Q (152768.480000 sec): 3 clusters
  Score: Raw -227430.333035 + Penalty 2582.305514 = -224848.027521
  nChanged 16
		SP:Iteration 46Q (152768.650000 sec): 3 clusters
  Score: Raw -227438.014008 + Penalty 2582.305514 = -224855.708494
  nChanged 9
		SP:Iteration 47Q (152768.830000 sec): 3 clusters
  Score: Raw -227442.328681 + Penalty 2582.305514 = -224860.023167
  nChanged 8
		SP:Iteration 48Q (152769.010000 sec): 3 clusters
  Score: Raw -227448.323922 + Penalty 2582.305514 = -224866.018408
  nChanged 18
		SP:Iteration 49Q (152769.180000 sec): 3 clusters
  Score: Raw -227457.611938 + Penalty 2582.305514 = -224875.306423
  nChanged 8
		SP:Iteration 50Q (152769.360000 sec): 3 clusters
  Score: Raw -227462.997134 + Penalty 2582.305514 = -224880.691620
  nChanged 10
		SP:Iteration 51Q (152769.530000 sec): 3 clusters
  Score: Raw -227466.052268 + Penalty 2582.305514 = -224883.746754
  nChanged 6
		SP:Iteration 52Q (152769.710000 sec): 3 clusters
  Score: Raw -227468.815733 + Penalty 2582.305514 = -224886.510219
  nChanged 5
		SP:Iteration 53Q (152769.890000 sec): 3 clusters
  Score: Raw -227470.905523 + Penalty 2582.305514 = -224888.600009
  nChanged 8
		SP:Iteration 54Q (152770.060000 sec): 3 clusters
  Score: Raw -227474.019819 + Penalty 2582.305514 = -224891.714305
  nChanged 5
		SP:Iteration 55Q (152770.240000 sec): 3 clusters
  Score: Raw -227475.863915 + Penalty 2582.305514 = -224893.558401
  nChanged 3
		SP:Iteration 56Q (152770.410000 sec): 3 clusters
  Score: Raw -227476.442460 + Penalty 2582.305514 = -224894.136945
  nChanged 0
		SP:Iteration 57F (152770.590000 sec): 3 clusters
  Score: Raw -227476.518962 + Penalty 2582.305514 = -224894.213447
  nChanged 1
		SP:Iteration 58Q (152770.760000 sec): 3 clusters
  Score: Raw -227477.504985 + Penalty 2582.305514 = -224895.199471
  nChanged 4
		SP:Iteration 59Q (152770.940000 sec): 3 clusters
  Score: Raw -227479.226177 + Penalty 2582.305514 = -224896.920662
  nChanged 6
		SP:Iteration 60F (152771.110000 sec): 3 clusters
  Score: Raw -227481.717131 + Penalty 2582.305514 = -224899.411617
  nChanged 4
		SP:Iteration 61Q (152771.290000 sec): 3 clusters
  Score: Raw -227482.736223 + Penalty 2582.305514 = -224900.430709
  nChanged 2
		SP:Iteration 62Q (152771.470000 sec): 3 clusters
  Score: Raw -227482.978807 + Penalty 2582.305514 = -224900.673293
  nChanged 0
		SP:Iteration 63F (152771.640000 sec): 3 clusters
  Score: Raw -227482.978807 + Penalty 2582.305514 = -224900.673293
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 84 (2517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152771.710000 sec): 2 clusters
  Score: Raw -207553.626750 + Penalty 1272.508737 = -206281.118014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152771.890000 sec): 3 clusters
  Score: Raw -206472.080623 + Penalty 2545.017473 = -203927.063149
  nChanged 922
		SP:Iteration 1F (152772.070000 sec): 3 clusters
  Score: Raw -207171.772639 + Penalty 2545.017473 = -204626.755166
  nChanged 208
		SP:Iteration 2F (152772.240000 sec): 3 clusters
  Score: Raw -207348.850252 + Penalty 2545.017473 = -204803.832778
  nChanged 136
		SP:Iteration 3F (152772.420000 sec): 3 clusters
  Score: Raw -207454.916634 + Penalty 2545.017473 = -204909.899160
  nChanged 110
		SP:Iteration 4Q (152772.590000 sec): 3 clusters
  Score: Raw -207532.868594 + Penalty 2545.017473 = -204987.851121
  nChanged 89
		SP:Iteration 5Q (152772.770000 sec): 3 clusters
  Score: Raw -207596.920848 + Penalty 2545.017473 = -205051.903375
  nChanged 78
		SP:Iteration 6Q (152772.950000 sec): 3 clusters
  Score: Raw -207659.860655 + Penalty 2545.017473 = -205114.843181
  nChanged 78
		SP:Iteration 7Q (152773.120000 sec): 3 clusters
  Score: Raw -207729.556648 + Penalty 2545.017473 = -205184.539174
  nChanged 74
		SP:Iteration 8Q (152773.300000 sec): 3 clusters
  Score: Raw -207778.039831 + Penalty 2545.017473 = -205233.022358
  nChanged 62
		SP:Iteration 9Q (152773.470000 sec): 3 clusters
  Score: Raw -207822.627541 + Penalty 2545.017473 = -205277.610068
  nChanged 63
		SP:Iteration 10Q (152773.650000 sec): 3 clusters
  Score: Raw -207870.769422 + Penalty 2545.017473 = -205325.751949
  nChanged 54
		SP:Iteration 11Q (152773.830000 sec): 3 clusters
  Score: Raw -207911.723818 + Penalty 2545.017473 = -205366.706345
  nChanged 52
		SP:Iteration 12Q (152774.000000 sec): 3 clusters
  Score: Raw -207945.090989 + Penalty 2545.017473 = -205400.073515
  nChanged 41
		SP:Iteration 13Q (152774.180000 sec): 3 clusters
  Score: Raw -207974.838390 + Penalty 2545.017473 = -205429.820916
  nChanged 35
		SP:Iteration 14Q (152774.350000 sec): 3 clusters
  Score: Raw -207998.832824 + Penalty 2545.017473 = -205453.815350
  nChanged 35
		SP:Iteration 15Q (152774.530000 sec): 3 clusters
  Score: Raw -208025.712767 + Penalty 2545.017473 = -205480.695293
  nChanged 35
		SP:Iteration 16Q (152774.700000 sec): 3 clusters
  Score: Raw -208052.931529 + Penalty 2545.017473 = -205507.914056
  nChanged 37
		SP:Iteration 17Q (152774.880000 sec): 3 clusters
  Score: Raw -208079.698319 + Penalty 2545.017473 = -205534.680846
  nChanged 35
		SP:Iteration 18Q (152775.050000 sec): 3 clusters
  Score: Raw -208100.176282 + Penalty 2545.017473 = -205555.158809
  nChanged 26
		SP:Iteration 19Q (152775.230000 sec): 3 clusters
  Score: Raw -208117.263746 + Penalty 2545.017473 = -205572.246273
  nChanged 27
		SP:Iteration 20F (152775.410000 sec): 3 clusters
  Score: Raw -208133.898194 + Penalty 2545.017473 = -205588.880721
  nChanged 26
		SP:Iteration 21Q (152775.580000 sec): 3 clusters
  Score: Raw -208150.883905 + Penalty 2545.017473 = -205605.866432
  nChanged 23
		SP:Iteration 22Q (152775.760000 sec): 3 clusters
  Score: Raw -208161.824625 + Penalty 2545.017473 = -205616.807152
  nChanged 14
		SP:Iteration 23Q (152775.930000 sec): 3 clusters
  Score: Raw -208168.409082 + Penalty 2545.017473 = -205623.391609
  nChanged 11
		SP:Iteration 24Q (152776.110000 sec): 3 clusters
  Score: Raw -208173.997441 + Penalty 2545.017473 = -205628.979968
  nChanged 12
		SP:Iteration 25Q (152776.290000 sec): 3 clusters
  Score: Raw -208183.005890 + Penalty 2545.017473 = -205637.988417
  nChanged 16
		SP:Iteration 26Q (152776.460000 sec): 3 clusters
  Score: Raw -208192.504364 + Penalty 2545.017473 = -205647.486890
  nChanged 16
		SP:Iteration 27Q (152776.620000 sec): 3 clusters
  Score: Raw -208200.563690 + Penalty 2545.017473 = -205655.546217
  nChanged 10
		SP:Iteration 28Q (152776.690000 sec): 3 clusters
  Score: Raw -208205.754818 + Penalty 2545.017473 = -205660.737344
  nChanged 8
		SP:Iteration 29Q (152776.740000 sec): 3 clusters
  Score: Raw -208213.991086 + Penalty 2545.017473 = -205668.973612
  nChanged 18
		SP:Iteration 30Q (152776.790000 sec): 3 clusters
  Score: Raw -208226.702026 + Penalty 2545.017473 = -205681.684553
  nChanged 17
		SP:Iteration 31Q (152776.840000 sec): 3 clusters
  Score: Raw -208242.641850 + Penalty 2545.017473 = -205697.624376
  nChanged 22
		SP:Iteration 32Q (152776.890000 sec): 3 clusters
  Score: Raw -208259.961765 + Penalty 2545.017473 = -205714.944292
  nChanged 22
		SP:Iteration 33Q (152776.940000 sec): 3 clusters
  Score: Raw -208275.616705 + Penalty 2545.017473 = -205730.599232
  nChanged 24
		SP:Iteration 34Q (152776.990000 sec): 3 clusters
  Score: Raw -208290.572290 + Penalty 2545.017473 = -205745.554817
  nChanged 10
		SP:Iteration 35Q (152777.040000 sec): 3 clusters
  Score: Raw -208297.321451 + Penalty 2545.017473 = -205752.303978
  nChanged 15
		SP:Iteration 36Q (152777.090000 sec): 3 clusters
  Score: Raw -208309.229253 + Penalty 2545.017473 = -205764.211780
  nChanged 12
		SP:Iteration 37Q (152777.140000 sec): 3 clusters
  Score: Raw -208316.923116 + Penalty 2545.017473 = -205771.905642
  nChanged 12
		SP:Iteration 38Q (152777.190000 sec): 3 clusters
  Score: Raw -208323.199209 + Penalty 2545.017473 = -205778.181736
  nChanged 12
		SP:Iteration 39Q (152777.240000 sec): 3 clusters
  Score: Raw -208329.838635 + Penalty 2545.017473 = -205784.821162
  nChanged 7
		SP:Iteration 40F (152777.290000 sec): 3 clusters
  Score: Raw -208333.788493 + Penalty 2545.017473 = -205788.771019
  nChanged 7
		SP:Iteration 41Q (152777.340000 sec): 3 clusters
  Score: Raw -208337.122494 + Penalty 2545.017473 = -205792.105020
  nChanged 7
		SP:Iteration 42Q (152777.390000 sec): 3 clusters
  Score: Raw -208340.956969 + Penalty 2545.017473 = -205795.939496
  nChanged 9
		SP:Iteration 43Q (152777.440000 sec): 3 clusters
  Score: Raw -208344.893962 + Penalty 2545.017473 = -205799.876488
  nChanged 5
		SP:Iteration 44Q (152777.490000 sec): 3 clusters
  Score: Raw -208348.334763 + Penalty 2545.017473 = -205803.317289
  nChanged 5
		SP:Iteration 45Q (152777.580000 sec): 3 clusters
  Score: Raw -208350.498478 + Penalty 2545.017473 = -205805.481005
  nChanged 2
		SP:Iteration 46Q (152777.760000 sec): 3 clusters
  Score: Raw -208351.204859 + Penalty 2545.017473 = -205806.187386
  nChanged 2
		SP:Iteration 47Q (152777.930000 sec): 3 clusters
  Score: Raw -208352.589955 + Penalty 2545.017473 = -205807.572482
  nChanged 6
		SP:Iteration 48Q (152778.110000 sec): 3 clusters
  Score: Raw -208354.327524 + Penalty 2545.017473 = -205809.310051
  nChanged 5
		SP:Iteration 49Q (152778.290000 sec): 3 clusters
  Score: Raw -208356.298937 + Penalty 2545.017473 = -205811.281464
  nChanged 6
		SP:Iteration 50Q (152778.440000 sec): 3 clusters
  Score: Raw -208359.549075 + Penalty 2545.017473 = -205814.531602
  nChanged 5
		SP:Iteration 51Q (152778.590000 sec): 3 clusters
  Score: Raw -208361.915521 + Penalty 2545.017473 = -205816.898048
  nChanged 4
		SP:Iteration 52Q (152778.770000 sec): 3 clusters
  Score: Raw -208364.279957 + Penalty 2545.017473 = -205819.262483
  nChanged 2
		SP:Iteration 53Q (152778.950000 sec): 3 clusters
  Score: Raw -208365.004965 + Penalty 2545.017473 = -205819.987491
  nChanged 0
		SP:Iteration 54F (152779.120000 sec): 3 clusters
  Score: Raw -208365.004965 + Penalty 2545.017473 = -205819.987491
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 85 (7218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152779.240000 sec): 2 clusters
  Score: Raw -696914.112197 + Penalty 1443.704143 = -695470.408055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152779.460000 sec): 3 clusters
  Score: Raw -692976.281345 + Penalty 2887.408285 = -690088.873060
  nChanged 3013
		SP:Iteration 1F (152779.590000 sec): 3 clusters
  Score: Raw -694629.878788 + Penalty 2887.408285 = -691742.470502
  nChanged 476
		SP:Iteration 2F (152779.700000 sec): 3 clusters
  Score: Raw -694879.702701 + Penalty 2887.408285 = -691992.294416
  nChanged 437
		SP:Iteration 3F (152779.820000 sec): 3 clusters
  Score: Raw -695111.977383 + Penalty 2887.408285 = -692224.569097
  nChanged 417
		SP:Iteration 4F (152779.930000 sec): 3 clusters
  Score: Raw -695372.207049 + Penalty 2887.408285 = -692484.798764
  nChanged 457
		SP:Iteration 5F (152780.050000 sec): 3 clusters
  Score: Raw -695684.809701 + Penalty 2887.408285 = -692797.401415
  nChanged 403
		SP:Iteration 6F (152780.170000 sec): 3 clusters
  Score: Raw -695957.176288 + Penalty 2887.408285 = -693069.768002
  nChanged 396
		SP:Iteration 7F (152780.360000 sec): 3 clusters
  Score: Raw -696206.466465 + Penalty 2887.408285 = -693319.058180
  nChanged 305
		SP:Iteration 8Q (152780.560000 sec): 3 clusters
  Score: Raw -696389.440606 + Penalty 2887.408285 = -693502.032321
  nChanged 259
		SP:Iteration 9Q (152780.770000 sec): 3 clusters
  Score: Raw -696520.033667 + Penalty 2887.408285 = -693632.625382
  nChanged 188
		SP:Iteration 10Q (152780.970000 sec): 3 clusters
  Score: Raw -696601.024542 + Penalty 2887.408285 = -693713.616257
  nChanged 126
		SP:Iteration 11Q (152781.170000 sec): 3 clusters
  Score: Raw -696650.845566 + Penalty 2887.408285 = -693763.437281
  nChanged 95
		SP:Iteration 12Q (152781.370000 sec): 3 clusters
  Score: Raw -696682.378199 + Penalty 2887.408285 = -693794.969913
  nChanged 75
		SP:Iteration 13Q (152781.580000 sec): 3 clusters
  Score: Raw -696703.680201 + Penalty 2887.408285 = -693816.271916
  nChanged 64
		SP:Iteration 14Q (152781.780000 sec): 3 clusters
  Score: Raw -696721.610268 + Penalty 2887.408285 = -693834.201983
  nChanged 59
		SP:Iteration 15Q (152781.980000 sec): 3 clusters
  Score: Raw -696737.569215 + Penalty 2887.408285 = -693850.160930
  nChanged 51
		SP:Iteration 16Q (152782.180000 sec): 3 clusters
  Score: Raw -696750.056329 + Penalty 2887.408285 = -693862.648044
  nChanged 34
		SP:Iteration 17Q (152782.390000 sec): 3 clusters
  Score: Raw -696758.726173 + Penalty 2887.408285 = -693871.317888
  nChanged 37
		SP:Iteration 18Q (152782.590000 sec): 3 clusters
  Score: Raw -696764.812026 + Penalty 2887.408285 = -693877.403741
  nChanged 25
		SP:Iteration 19Q (152782.790000 sec): 3 clusters
  Score: Raw -696769.925115 + Penalty 2887.408285 = -693882.516830
  nChanged 26
		SP:Iteration 20F (152782.950000 sec): 3 clusters
  Score: Raw -696775.073433 + Penalty 2887.408285 = -693887.665148
  nChanged 25
		SP:Iteration 21Q (152783.060000 sec): 3 clusters
  Score: Raw -696780.312862 + Penalty 2887.408285 = -693892.904576
  nChanged 38
		SP:Iteration 22Q (152783.170000 sec): 3 clusters
  Score: Raw -696788.351502 + Penalty 2887.408285 = -693900.943217
  nChanged 32
		SP:Iteration 23Q (152783.290000 sec): 3 clusters
  Score: Raw -696795.853873 + Penalty 2887.408285 = -693908.445588
  nChanged 25
		SP:Iteration 24Q (152783.410000 sec): 3 clusters
  Score: Raw -696800.097611 + Penalty 2887.408285 = -693912.689325
  nChanged 21
		SP:Iteration 25Q (152783.520000 sec): 3 clusters
  Score: Raw -696804.120864 + Penalty 2887.408285 = -693916.712578
  nChanged 24
		SP:Iteration 26Q (152783.640000 sec): 3 clusters
  Score: Raw -696809.271861 + Penalty 2887.408285 = -693921.863576
  nChanged 22
		SP:Iteration 27Q (152783.830000 sec): 3 clusters
  Score: Raw -696813.211232 + Penalty 2887.408285 = -693925.802947
  nChanged 19
		SP:Iteration 28Q (152784.040000 sec): 3 clusters
  Score: Raw -696816.141819 + Penalty 2887.408285 = -693928.733534
  nChanged 14
		SP:Iteration 29Q (152784.240000 sec): 3 clusters
  Score: Raw -696818.170994 + Penalty 2887.408285 = -693930.762708
  nChanged 23
		SP:Iteration 30Q (152784.450000 sec): 3 clusters
  Score: Raw -696822.585620 + Penalty 2887.408285 = -693935.177335
  nChanged 20
		SP:Iteration 31Q (152784.650000 sec): 3 clusters
  Score: Raw -696826.122577 + Penalty 2887.408285 = -693938.714291
  nChanged 11
		SP:Iteration 32Q (152784.850000 sec): 3 clusters
  Score: Raw -696828.081303 + Penalty 2887.408285 = -693940.673018
  nChanged 10
		SP:Iteration 33Q (152785.050000 sec): 3 clusters
  Score: Raw -696830.013514 + Penalty 2887.408285 = -693942.605229
  nChanged 12
		SP:Iteration 34Q (152785.260000 sec): 3 clusters
  Score: Raw -696832.454579 + Penalty 2887.408285 = -693945.046293
  nChanged 14
		SP:Iteration 35Q (152785.460000 sec): 3 clusters
  Score: Raw -696835.330408 + Penalty 2887.408285 = -693947.922123
  nChanged 14
		SP:Iteration 36Q (152785.660000 sec): 3 clusters
  Score: Raw -696837.927700 + Penalty 2887.408285 = -693950.519415
  nChanged 14
		SP:Iteration 37Q (152785.860000 sec): 3 clusters
  Score: Raw -696840.019684 + Penalty 2887.408285 = -693952.611398
  nChanged 12
		SP:Iteration 38Q (152786.060000 sec): 3 clusters
  Score: Raw -696842.326184 + Penalty 2887.408285 = -693954.917898
  nChanged 15
		SP:Iteration 39Q (152786.260000 sec): 3 clusters
  Score: Raw -696845.087452 + Penalty 2887.408285 = -693957.679166
  nChanged 15
		SP:Iteration 40F (152786.470000 sec): 3 clusters
  Score: Raw -696848.009890 + Penalty 2887.408285 = -693960.601605
  nChanged 14
		SP:Iteration 41Q (152786.670000 sec): 3 clusters
  Score: Raw -696850.294134 + Penalty 2887.408285 = -693962.885849
  nChanged 14
		SP:Iteration 42Q (152786.870000 sec): 3 clusters
  Score: Raw -696852.508173 + Penalty 2887.408285 = -693965.099888
  nChanged 17
		SP:Iteration 43Q (152787.080000 sec): 3 clusters
  Score: Raw -696856.216322 + Penalty 2887.408285 = -693968.808037
  nChanged 14
		SP:Iteration 44Q (152787.280000 sec): 3 clusters
  Score: Raw -696859.427471 + Penalty 2887.408285 = -693972.019186
  nChanged 18
		SP:Iteration 45Q (152787.480000 sec): 3 clusters
  Score: Raw -696863.212793 + Penalty 2887.408285 = -693975.804508
  nChanged 21
		SP:Iteration 46Q (152787.680000 sec): 3 clusters
  Score: Raw -696867.749299 + Penalty 2887.408285 = -693980.341014
  nChanged 16
		SP:Iteration 47Q (152787.880000 sec): 3 clusters
  Score: Raw -696871.007239 + Penalty 2887.408285 = -693983.598954
  nChanged 20
		SP:Iteration 48Q (152788.090000 sec): 3 clusters
  Score: Raw -696874.985553 + Penalty 2887.408285 = -693987.577268
  nChanged 22
		SP:Iteration 49Q (152788.290000 sec): 3 clusters
  Score: Raw -696880.325794 + Penalty 2887.408285 = -693992.917509
  nChanged 27
		SP:Iteration 50Q (152788.490000 sec): 3 clusters
  Score: Raw -696886.780198 + Penalty 2887.408285 = -693999.371913
  nChanged 28
		SP:Iteration 51Q (152788.690000 sec): 3 clusters
  Score: Raw -696894.709721 + Penalty 2887.408285 = -694007.301436
  nChanged 33
		SP:Iteration 52Q (152788.900000 sec): 3 clusters
  Score: Raw -696907.947891 + Penalty 2887.408285 = -694020.539606
  nChanged 57
		SP:Iteration 53Q (152789.100000 sec): 3 clusters
  Score: Raw -696931.112651 + Penalty 2887.408285 = -694043.704365
  nChanged 70
		SP:Iteration 54Q (152789.300000 sec): 3 clusters
  Score: Raw -696962.915343 + Penalty 2887.408285 = -694075.507058
  nChanged 73
		SP:Iteration 55Q (152789.500000 sec): 3 clusters
  Score: Raw -697004.605226 + Penalty 2887.408285 = -694117.196940
  nChanged 92
		SP:Iteration 56Q (152789.700000 sec): 3 clusters
  Score: Raw -697048.222808 + Penalty 2887.408285 = -694160.814523
  nChanged 93
		SP:Iteration 57Q (152789.910000 sec): 3 clusters
  Score: Raw -697086.004818 + Penalty 2887.408285 = -694198.596533
  nChanged 99
		SP:Iteration 58Q (152790.110000 sec): 3 clusters
  Score: Raw -697126.823984 + Penalty 2887.408285 = -694239.415699
  nChanged 112
		SP:Iteration 59Q (152790.310000 sec): 3 clusters
  Score: Raw -697166.969150 + Penalty 2887.408285 = -694279.560865
  nChanged 89
		SP:Iteration 60F (152790.510000 sec): 3 clusters
  Score: Raw -697196.261917 + Penalty 2887.408285 = -694308.853632
  nChanged 81
		SP:Iteration 61Q (152790.720000 sec): 3 clusters
  Score: Raw -697222.894278 + Penalty 2887.408285 = -694335.485993
  nChanged 86
		SP:Iteration 62Q (152790.920000 sec): 3 clusters
  Score: Raw -697253.164093 + Penalty 2887.408285 = -694365.755808
  nChanged 91
		SP:Iteration 63Q (152791.150000 sec): 3 clusters
  Score: Raw -697285.632195 + Penalty 2887.408285 = -694398.223910
  nChanged 75
		SP:Iteration 64Q (152791.360000 sec): 3 clusters
  Score: Raw -697316.341041 + Penalty 2887.408285 = -694428.932756
  nChanged 93
		SP:Iteration 65Q (152791.560000 sec): 3 clusters
  Score: Raw -697350.872558 + Penalty 2887.408285 = -694463.464273
  nChanged 88
		SP:Iteration 66Q (152791.770000 sec): 3 clusters
  Score: Raw -697380.593565 + Penalty 2887.408285 = -694493.185280
  nChanged 84
		SP:Iteration 67Q (152791.970000 sec): 3 clusters
  Score: Raw -697407.909664 + Penalty 2887.408285 = -694520.501379
  nChanged 85
		SP:Iteration 68Q (152792.170000 sec): 3 clusters
  Score: Raw -697437.234287 + Penalty 2887.408285 = -694549.826002
  nChanged 79
		SP:Iteration 69Q (152792.370000 sec): 3 clusters
  Score: Raw -697467.332430 + Penalty 2887.408285 = -694579.924145
  nChanged 96
		SP:Iteration 70Q (152792.620000 sec): 3 clusters
  Score: Raw -697505.654372 + Penalty 2887.408285 = -694618.246087
  nChanged 90
		SP:Iteration 71Q (152792.820000 sec): 3 clusters
  Score: Raw -697548.272227 + Penalty 2887.408285 = -694660.863942
  nChanged 94
		SP:Iteration 72Q (152793.020000 sec): 3 clusters
  Score: Raw -697594.330691 + Penalty 2887.408285 = -694706.922406
  nChanged 87
		SP:Iteration 73Q (152793.220000 sec): 3 clusters
  Score: Raw -697629.695488 + Penalty 2887.408285 = -694742.287203
  nChanged 88
		SP:Iteration 74Q (152793.420000 sec): 3 clusters
  Score: Raw -697662.495910 + Penalty 2887.408285 = -694775.087625
  nChanged 70
		SP:Iteration 75Q (152793.620000 sec): 3 clusters
  Score: Raw -697685.669286 + Penalty 2887.408285 = -694798.261001
  nChanged 67
		SP:Iteration 76Q (152793.810000 sec): 3 clusters
  Score: Raw -697708.456277 + Penalty 2887.408285 = -694821.047992
  nChanged 57
		SP:Iteration 77Q (152794.020000 sec): 3 clusters
  Score: Raw -697726.657308 + Penalty 2887.408285 = -694839.249023
  nChanged 48
		SP:Iteration 78Q (152794.220000 sec): 3 clusters
  Score: Raw -697738.307289 + Penalty 2887.408285 = -694850.899004
  nChanged 37
		SP:Iteration 79Q (152794.420000 sec): 3 clusters
  Score: Raw -697746.484482 + Penalty 2887.408285 = -694859.076197
  nChanged 28
		SP:Iteration 80F (152794.620000 sec): 3 clusters
  Score: Raw -697753.031500 + Penalty 2887.408285 = -694865.623215
  nChanged 32
		SP:Iteration 81Q (152794.820000 sec): 3 clusters
  Score: Raw -697760.739086 + Penalty 2887.408285 = -694873.330801
  nChanged 25
		SP:Iteration 82Q (152795.020000 sec): 3 clusters
  Score: Raw -697767.060961 + Penalty 2887.408285 = -694879.652676
  nChanged 26
		SP:Iteration 83Q (152795.220000 sec): 3 clusters
  Score: Raw -697775.061283 + Penalty 2887.408285 = -694887.652998
  nChanged 24
		SP:Iteration 84Q (152795.420000 sec): 3 clusters
  Score: Raw -697781.825864 + Penalty 2887.408285 = -694894.417579
  nChanged 18
		SP:Iteration 85Q (152795.620000 sec): 3 clusters
  Score: Raw -697785.982067 + Penalty 2887.408285 = -694898.573782
  nChanged 18
		SP:Iteration 86Q (152795.820000 sec): 3 clusters
  Score: Raw -697790.645259 + Penalty 2887.408285 = -694903.236974
  nChanged 21
		SP:Iteration 87Q (152796.030000 sec): 3 clusters
  Score: Raw -697795.619268 + Penalty 2887.408285 = -694908.210983
  nChanged 14
		SP:Iteration 88Q (152796.230000 sec): 3 clusters
  Score: Raw -697798.809415 + Penalty 2887.408285 = -694911.401130
  nChanged 10
		SP:Iteration 89Q (152796.430000 sec): 3 clusters
  Score: Raw -697801.530572 + Penalty 2887.408285 = -694914.122286
  nChanged 10
		SP:Iteration 90Q (152796.630000 sec): 3 clusters
  Score: Raw -697803.570904 + Penalty 2887.408285 = -694916.162619
  nChanged 7
		SP:Iteration 91Q (152796.830000 sec): 3 clusters
  Score: Raw -697804.978164 + Penalty 2887.408285 = -694917.569879
  nChanged 6
		SP:Iteration 92Q (152797.040000 sec): 3 clusters
  Score: Raw -697806.224639 + Penalty 2887.408285 = -694918.816354
  nChanged 3
		SP:Iteration 93Q (152797.240000 sec): 3 clusters
  Score: Raw -697806.752956 + Penalty 2887.408285 = -694919.344670
  nChanged 5
		SP:Iteration 94Q (152797.440000 sec): 3 clusters
  Score: Raw -697807.706731 + Penalty 2887.408285 = -694920.298446
  nChanged 3
		SP:Iteration 95Q (152797.640000 sec): 3 clusters
  Score: Raw -697808.328304 + Penalty 2887.408285 = -694920.920019
  nChanged 4
		SP:Iteration 96Q (152797.840000 sec): 3 clusters
  Score: Raw -697809.139310 + Penalty 2887.408285 = -694921.731024
  nChanged 6
		SP:Iteration 97Q (152798.040000 sec): 3 clusters
  Score: Raw -697810.239644 + Penalty 2887.408285 = -694922.831359
  nChanged 4
		SP:Iteration 98Q (152798.240000 sec): 3 clusters
  Score: Raw -697811.471232 + Penalty 2887.408285 = -694924.062947
  nChanged 7
		SP:Iteration 99Q (152798.440000 sec): 3 clusters
  Score: Raw -697813.143052 + Penalty 2887.408285 = -694925.734767
  nChanged 5
		SP:Iteration 100F (152798.640000 sec): 3 clusters
  Score: Raw -697814.194787 + Penalty 2887.408285 = -694926.786502
  nChanged 3
		SP:Iteration 101Q (152798.840000 sec): 3 clusters
  Score: Raw -697814.702721 + Penalty 2887.408285 = -694927.294436
  nChanged 2
		SP:Iteration 102Q (152799.040000 sec): 3 clusters
  Score: Raw -697815.274984 + Penalty 2887.408285 = -694927.866699
  nChanged 3
		SP:Iteration 103Q (152799.240000 sec): 3 clusters
  Score: Raw -697815.874726 + Penalty 2887.408285 = -694928.466441
  nChanged 1
		SP:Iteration 104Q (152799.440000 sec): 3 clusters
  Score: Raw -697816.084083 + Penalty 2887.408285 = -694928.675798
  nChanged 2
		SP:Iteration 105Q (152799.650000 sec): 3 clusters
  Score: Raw -697816.357503 + Penalty 2887.408285 = -694928.949218
  nChanged 0
		SP:Iteration 106F (152799.890000 sec): 3 clusters
  Score: Raw -697816.357503 + Penalty 2887.408285 = -694928.949218
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 86 (4394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152799.960000 sec): 2 clusters
  Score: Raw -366384.190337 + Penalty 1363.049229 = -365021.141108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152800.220000 sec): 3 clusters
  Score: Raw -364176.307724 + Penalty 2726.098457 = -361450.209267
  nChanged 1793
		SP:Iteration 1F (152800.360000 sec): 3 clusters
  Score: Raw -365454.700255 + Penalty 2726.098457 = -362728.601798
  nChanged 444
		SP:Iteration 2F (152800.540000 sec): 3 clusters
  Score: Raw -365985.979416 + Penalty 2726.098457 = -363259.880958
  nChanged 383
		SP:Iteration 3F (152800.720000 sec): 3 clusters
  Score: Raw -366454.993683 + Penalty 2726.098457 = -363728.895226
  nChanged 322
		SP:Iteration 4F (152800.890000 sec): 3 clusters
  Score: Raw -366769.660913 + Penalty 2726.098457 = -364043.562456
  nChanged 242
		SP:Iteration 5F (152801.070000 sec): 3 clusters
  Score: Raw -366974.497334 + Penalty 2726.098457 = -364248.398876
  nChanged 196
		SP:Iteration 6Q (152801.240000 sec): 3 clusters
  Score: Raw -367129.787204 + Penalty 2726.098457 = -364403.688747
  nChanged 158
		SP:Iteration 7Q (152801.470000 sec): 3 clusters
  Score: Raw -367220.344153 + Penalty 2726.098457 = -364494.245696
  nChanged 101
		SP:Iteration 8Q (152801.620000 sec): 3 clusters
  Score: Raw -367268.029584 + Penalty 2726.098457 = -364541.931126
  nChanged 69
		SP:Iteration 9Q (152801.850000 sec): 3 clusters
  Score: Raw -367293.844252 + Penalty 2726.098457 = -364567.745795
  nChanged 45
		SP:Iteration 10Q (152802.000000 sec): 3 clusters
  Score: Raw -367306.639185 + Penalty 2726.098457 = -364580.540728
  nChanged 39
		SP:Iteration 11Q (152802.220000 sec): 3 clusters
  Score: Raw -367321.106128 + Penalty 2726.098457 = -364595.007671
  nChanged 34
		SP:Iteration 12Q (152802.380000 sec): 3 clusters
  Score: Raw -367332.935307 + Penalty 2726.098457 = -364606.836850
  nChanged 27
		SP:Iteration 13Q (152802.550000 sec): 3 clusters
  Score: Raw -367342.972641 + Penalty 2726.098457 = -364616.874184
  nChanged 31
		SP:Iteration 14Q (152802.730000 sec): 3 clusters
  Score: Raw -367354.521727 + Penalty 2726.098457 = -364628.423270
  nChanged 26
		SP:Iteration 15Q (152802.900000 sec): 3 clusters
  Score: Raw -367363.341350 + Penalty 2726.098457 = -364637.242893
  nChanged 26
		SP:Iteration 16Q (152803.080000 sec): 3 clusters
  Score: Raw -367369.826278 + Penalty 2726.098457 = -364643.727821
  nChanged 18
		SP:Iteration 17Q (152803.260000 sec): 3 clusters
  Score: Raw -367376.783862 + Penalty 2726.098457 = -364650.685405
  nChanged 23
		SP:Iteration 18Q (152803.430000 sec): 3 clusters
  Score: Raw -367383.174977 + Penalty 2726.098457 = -364657.076520
  nChanged 16
		SP:Iteration 19Q (152803.580000 sec): 3 clusters
  Score: Raw -367387.586742 + Penalty 2726.098457 = -364661.488285
  nChanged 12
		SP:Iteration 20F (152803.670000 sec): 3 clusters
  Score: Raw -367390.728385 + Penalty 2726.098457 = -364664.629927
  nChanged 12
		SP:Iteration 21Q (152803.750000 sec): 3 clusters
  Score: Raw -367394.744904 + Penalty 2726.098457 = -364668.646446
  nChanged 10
		SP:Iteration 22Q (152803.840000 sec): 3 clusters
  Score: Raw -367398.241566 + Penalty 2726.098457 = -364672.143109
  nChanged 10
		SP:Iteration 23Q (152803.920000 sec): 3 clusters
  Score: Raw -367401.153295 + Penalty 2726.098457 = -364675.054837
  nChanged 8
		SP:Iteration 24Q (152804.000000 sec): 3 clusters
  Score: Raw -367403.003752 + Penalty 2726.098457 = -364676.905295
  nChanged 5
		SP:Iteration 25Q (152804.080000 sec): 3 clusters
  Score: Raw -367404.445180 + Penalty 2726.098457 = -364678.346723
  nChanged 5
		SP:Iteration 26Q (152804.170000 sec): 3 clusters
  Score: Raw -367405.878956 + Penalty 2726.098457 = -364679.780499
  nChanged 7
		SP:Iteration 27Q (152804.320000 sec): 3 clusters
  Score: Raw -367407.456205 + Penalty 2726.098457 = -364681.357748
  nChanged 7
		SP:Iteration 28Q (152804.500000 sec): 3 clusters
  Score: Raw -367410.389377 + Penalty 2726.098457 = -364684.290920
  nChanged 7
		SP:Iteration 29Q (152804.680000 sec): 3 clusters
  Score: Raw -367412.381074 + Penalty 2726.098457 = -364686.282617
  nChanged 4
		SP:Iteration 30Q (152804.850000 sec): 3 clusters
  Score: Raw -367414.492594 + Penalty 2726.098457 = -364688.394137
  nChanged 11
		SP:Iteration 31Q (152805.030000 sec): 3 clusters
  Score: Raw -367417.346343 + Penalty 2726.098457 = -364691.247886
  nChanged 10
		SP:Iteration 32Q (152805.200000 sec): 3 clusters
  Score: Raw -367419.863271 + Penalty 2726.098457 = -364693.764814
  nChanged 5
		SP:Iteration 33Q (152805.380000 sec): 3 clusters
  Score: Raw -367421.973730 + Penalty 2726.098457 = -364695.875272
  nChanged 10
		SP:Iteration 34Q (152805.580000 sec): 3 clusters
  Score: Raw -367424.204473 + Penalty 2726.098457 = -364698.106016
  nChanged 8
		SP:Iteration 35Q (152805.770000 sec): 3 clusters
  Score: Raw -367427.158186 + Penalty 2726.098457 = -364701.059728
  nChanged 9
		SP:Iteration 36Q (152805.950000 sec): 3 clusters
  Score: Raw -367428.585685 + Penalty 2726.098457 = -364702.487228
  nChanged 6
		SP:Iteration 37Q (152806.120000 sec): 3 clusters
  Score: Raw -367430.622118 + Penalty 2726.098457 = -364704.523661
  nChanged 5
		SP:Iteration 38Q (152806.300000 sec): 3 clusters
  Score: Raw -367431.533833 + Penalty 2726.098457 = -364705.435376
  nChanged 0
		SP:Iteration 39F (152806.480000 sec): 3 clusters
  Score: Raw -367431.533833 + Penalty 2726.098457 = -364705.435376
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 87 (2221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152806.540000 sec): 2 clusters
  Score: Raw -181920.014349 + Penalty 1252.178334 = -180667.836016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152806.720000 sec): 3 clusters
  Score: Raw -180945.735333 + Penalty 2504.356668 = -178441.378665
  nChanged 841
		SP:Iteration 1F (152806.890000 sec): 3 clusters
  Score: Raw -181602.407812 + Penalty 2504.356668 = -179098.051144
  nChanged 244
		SP:Iteration 2F (152807.070000 sec): 3 clusters
  Score: Raw -181835.690767 + Penalty 2504.356668 = -179331.334099
  nChanged 151
		SP:Iteration 3F (152807.240000 sec): 3 clusters
  Score: Raw -181964.497610 + Penalty 2504.356668 = -179460.140943
  nChanged 107
		SP:Iteration 4Q (152807.420000 sec): 3 clusters
  Score: Raw -182056.683760 + Penalty 2504.356668 = -179552.327093
  nChanged 85
		SP:Iteration 5Q (152807.600000 sec): 3 clusters
  Score: Raw -182133.756711 + Penalty 2504.356668 = -179629.400044
  nChanged 64
		SP:Iteration 6Q (152807.770000 sec): 3 clusters
  Score: Raw -182198.494936 + Penalty 2504.356668 = -179694.138269
  nChanged 66
		SP:Iteration 7Q (152807.950000 sec): 3 clusters
  Score: Raw -182250.268831 + Penalty 2504.356668 = -179745.912163
  nChanged 47
		SP:Iteration 8Q (152808.120000 sec): 3 clusters
  Score: Raw -182293.338874 + Penalty 2504.356668 = -179788.982206
  nChanged 48
		SP:Iteration 9Q (152808.300000 sec): 3 clusters
  Score: Raw -182343.580043 + Penalty 2504.356668 = -179839.223375
  nChanged 48
		SP:Iteration 10Q (152808.480000 sec): 3 clusters
  Score: Raw -182383.984626 + Penalty 2504.356668 = -179879.627958
  nChanged 31
		SP:Iteration 11Q (152808.650000 sec): 3 clusters
  Score: Raw -182401.671150 + Penalty 2504.356668 = -179897.314482
  nChanged 28
		SP:Iteration 12Q (152808.830000 sec): 3 clusters
  Score: Raw -182418.423690 + Penalty 2504.356668 = -179914.067022
  nChanged 19
		SP:Iteration 13Q (152809.000000 sec): 3 clusters
  Score: Raw -182434.824216 + Penalty 2504.356668 = -179930.467549
  nChanged 24
		SP:Iteration 14Q (152809.180000 sec): 3 clusters
  Score: Raw -182456.786412 + Penalty 2504.356668 = -179952.429744
  nChanged 23
		SP:Iteration 15Q (152809.360000 sec): 3 clusters
  Score: Raw -182483.787659 + Penalty 2504.356668 = -179979.430991
  nChanged 29
		SP:Iteration 16Q (152809.530000 sec): 3 clusters
  Score: Raw -182516.333324 + Penalty 2504.356668 = -180011.976656
  nChanged 25
		SP:Iteration 17Q (152809.710000 sec): 3 clusters
  Score: Raw -182541.624789 + Penalty 2504.356668 = -180037.268122
  nChanged 26
		SP:Iteration 18Q (152809.930000 sec): 3 clusters
  Score: Raw -182578.510870 + Penalty 2504.356668 = -180074.154202
  nChanged 26
		SP:Iteration 19Q (152810.040000 sec): 3 clusters
  Score: Raw -182600.790879 + Penalty 2504.356668 = -180096.434211
  nChanged 21
		SP:Iteration 20F (152810.220000 sec): 3 clusters
  Score: Raw -182624.027750 + Penalty 2504.356668 = -180119.671083
  nChanged 23
		SP:Iteration 21Q (152810.400000 sec): 3 clusters
  Score: Raw -182660.016272 + Penalty 2504.356668 = -180155.659604
  nChanged 26
		SP:Iteration 22Q (152810.570000 sec): 3 clusters
  Score: Raw -182684.148266 + Penalty 2504.356668 = -180179.791598
  nChanged 23
		SP:Iteration 23Q (152810.750000 sec): 3 clusters
  Score: Raw -182697.375937 + Penalty 2504.356668 = -180193.019269
  nChanged 17
		SP:Iteration 24Q (152810.920000 sec): 3 clusters
  Score: Raw -182707.692447 + Penalty 2504.356668 = -180203.335779
  nChanged 10
		SP:Iteration 25Q (152811.100000 sec): 3 clusters
  Score: Raw -182714.072306 + Penalty 2504.356668 = -180209.715638
  nChanged 8
		SP:Iteration 26Q (152811.280000 sec): 3 clusters
  Score: Raw -182719.741649 + Penalty 2504.356668 = -180215.384981
  nChanged 9
		SP:Iteration 27Q (152811.450000 sec): 3 clusters
  Score: Raw -182724.102410 + Penalty 2504.356668 = -180219.745743
  nChanged 4
		SP:Iteration 28Q (152811.630000 sec): 3 clusters
  Score: Raw -182725.712658 + Penalty 2504.356668 = -180221.355991
  nChanged 1
		SP:Iteration 29Q (152811.800000 sec): 3 clusters
  Score: Raw -182726.008394 + Penalty 2504.356668 = -180221.651726
  nChanged 1
		SP:Iteration 30Q (152811.980000 sec): 3 clusters
  Score: Raw -182726.179789 + Penalty 2504.356668 = -180221.823121
  nChanged 0
		SP:Iteration 31F (152812.160000 sec): 3 clusters
  Score: Raw -182726.179789 + Penalty 2504.356668 = -180221.823121
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 88 (6574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152812.240000 sec): 2 clusters
  Score: Raw -566705.624440 + Penalty 1428.517635 = -565277.106805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152812.460000 sec): 3 clusters
  Score: Raw -563188.618385 + Penalty 2857.035270 = -560331.583115
  nChanged 2730
		SP:Iteration 1F (152812.630000 sec): 3 clusters
  Score: Raw -564862.746565 + Penalty 2857.035270 = -562005.711295
  nChanged 555
		SP:Iteration 2F (152812.790000 sec): 3 clusters
  Score: Raw -565240.673241 + Penalty 2857.035270 = -562383.637971
  nChanged 451
		SP:Iteration 3F (152812.950000 sec): 3 clusters
  Score: Raw -565544.948327 + Penalty 2857.035270 = -562687.913056
  nChanged 404
		SP:Iteration 4F (152813.120000 sec): 3 clusters
  Score: Raw -565838.060555 + Penalty 2857.035270 = -562981.025285
  nChanged 349
		SP:Iteration 5F (152813.280000 sec): 3 clusters
  Score: Raw -566097.528007 + Penalty 2857.035270 = -563240.492737
  nChanged 295
		SP:Iteration 6Q (152813.440000 sec): 3 clusters
  Score: Raw -566306.522784 + Penalty 2857.035270 = -563449.487514
  nChanged 253
		SP:Iteration 7Q (152813.650000 sec): 3 clusters
  Score: Raw -566450.378087 + Penalty 2857.035270 = -563593.342817
  nChanged 181
		SP:Iteration 8Q (152813.860000 sec): 3 clusters
  Score: Raw -566531.030129 + Penalty 2857.035270 = -563673.994859
  nChanged 148
		SP:Iteration 9Q (152814.020000 sec): 3 clusters
  Score: Raw -566588.999140 + Penalty 2857.035270 = -563731.963870
  nChanged 120
		SP:Iteration 10Q (152814.210000 sec): 3 clusters
  Score: Raw -566634.948914 + Penalty 2857.035270 = -563777.913643
  nChanged 104
		SP:Iteration 11Q (152814.360000 sec): 3 clusters
  Score: Raw -566678.716689 + Penalty 2857.035270 = -563821.681419
  nChanged 105
		SP:Iteration 12Q (152814.460000 sec): 3 clusters
  Score: Raw -566724.990928 + Penalty 2857.035270 = -563867.955658
  nChanged 97
		SP:Iteration 13Q (152814.560000 sec): 3 clusters
  Score: Raw -566760.593469 + Penalty 2857.035270 = -563903.558199
  nChanged 76
		SP:Iteration 14Q (152814.660000 sec): 3 clusters
  Score: Raw -566784.525115 + Penalty 2857.035270 = -563927.489845
  nChanged 72
		SP:Iteration 15Q (152814.770000 sec): 3 clusters
  Score: Raw -566807.977585 + Penalty 2857.035270 = -563950.942315
  nChanged 74
		SP:Iteration 16Q (152814.870000 sec): 3 clusters
  Score: Raw -566833.220965 + Penalty 2857.035270 = -563976.185695
  nChanged 77
		SP:Iteration 17Q (152814.970000 sec): 3 clusters
  Score: Raw -566858.562067 + Penalty 2857.035270 = -564001.526797
  nChanged 69
		SP:Iteration 18Q (152815.160000 sec): 3 clusters
  Score: Raw -566882.504783 + Penalty 2857.035270 = -564025.469513
  nChanged 89
		SP:Iteration 19Q (152815.260000 sec): 3 clusters
  Score: Raw -566919.521885 + Penalty 2857.035270 = -564062.486615
  nChanged 82
		SP:Iteration 20F (152815.360000 sec): 3 clusters
  Score: Raw -566951.652921 + Penalty 2857.035270 = -564094.617651
  nChanged 84
		SP:Iteration 21Q (152815.460000 sec): 3 clusters
  Score: Raw -566989.482957 + Penalty 2857.035270 = -564132.447687
  nChanged 77
		SP:Iteration 22Q (152815.560000 sec): 3 clusters
  Score: Raw -567023.377226 + Penalty 2857.035270 = -564166.341956
  nChanged 74
		SP:Iteration 23Q (152815.660000 sec): 3 clusters
  Score: Raw -567056.261881 + Penalty 2857.035270 = -564199.226611
  nChanged 66
		SP:Iteration 24Q (152815.760000 sec): 3 clusters
  Score: Raw -567079.339432 + Penalty 2857.035270 = -564222.304161
  nChanged 54
		SP:Iteration 25Q (152815.940000 sec): 3 clusters
  Score: Raw -567101.692787 + Penalty 2857.035270 = -564244.657517
  nChanged 44
		SP:Iteration 26Q (152816.160000 sec): 3 clusters
  Score: Raw -567115.758044 + Penalty 2857.035270 = -564258.722773
  nChanged 37
		SP:Iteration 27Q (152816.340000 sec): 3 clusters
  Score: Raw -567129.843137 + Penalty 2857.035270 = -564272.807866
  nChanged 39
		SP:Iteration 28Q (152816.510000 sec): 3 clusters
  Score: Raw -567146.399247 + Penalty 2857.035270 = -564289.363977
  nChanged 35
		SP:Iteration 29Q (152816.670000 sec): 3 clusters
  Score: Raw -567163.003988 + Penalty 2857.035270 = -564305.968718
  nChanged 37
		SP:Iteration 30Q (152816.840000 sec): 3 clusters
  Score: Raw -567178.727517 + Penalty 2857.035270 = -564321.692246
  nChanged 33
		SP:Iteration 31Q (152817.000000 sec): 3 clusters
  Score: Raw -567190.751130 + Penalty 2857.035270 = -564333.715859
  nChanged 16
		SP:Iteration 32Q (152817.160000 sec): 3 clusters
  Score: Raw -567194.149898 + Penalty 2857.035270 = -564337.114628
  nChanged 11
		SP:Iteration 33Q (152817.320000 sec): 3 clusters
  Score: Raw -567196.596085 + Penalty 2857.035270 = -564339.560815
  nChanged 13
		SP:Iteration 34Q (152817.480000 sec): 3 clusters
  Score: Raw -567199.724390 + Penalty 2857.035270 = -564342.689120
  nChanged 10
		SP:Iteration 35Q (152817.690000 sec): 3 clusters
  Score: Raw -567201.988618 + Penalty 2857.035270 = -564344.953348
  nChanged 12
		SP:Iteration 36Q (152817.850000 sec): 3 clusters
  Score: Raw -567206.715957 + Penalty 2857.035270 = -564349.680687
  nChanged 14
		SP:Iteration 37Q (152818.020000 sec): 3 clusters
  Score: Raw -567211.545744 + Penalty 2857.035270 = -564354.510474
  nChanged 13
		SP:Iteration 38Q (152818.180000 sec): 3 clusters
  Score: Raw -567215.249964 + Penalty 2857.035270 = -564358.214693
  nChanged 13
		SP:Iteration 39Q (152818.340000 sec): 3 clusters
  Score: Raw -567219.085015 + Penalty 2857.035270 = -564362.049745
  nChanged 10
		SP:Iteration 40F (152818.550000 sec): 3 clusters
  Score: Raw -567221.730591 + Penalty 2857.035270 = -564364.695321
  nChanged 5
		SP:Iteration 41Q (152818.710000 sec): 3 clusters
  Score: Raw -567222.790647 + Penalty 2857.035270 = -564365.755377
  nChanged 6
		SP:Iteration 42Q (152818.870000 sec): 3 clusters
  Score: Raw -567224.583863 + Penalty 2857.035270 = -564367.548593
  nChanged 4
		SP:Iteration 43Q (152819.030000 sec): 3 clusters
  Score: Raw -567225.449643 + Penalty 2857.035270 = -564368.414373
  nChanged 5
		SP:Iteration 44Q (152819.200000 sec): 3 clusters
  Score: Raw -567226.621531 + Penalty 2857.035270 = -564369.586261
  nChanged 1
		SP:Iteration 45Q (152819.360000 sec): 3 clusters
  Score: Raw -567227.229712 + Penalty 2857.035270 = -564370.194442
  nChanged 4
		SP:Iteration 46Q (152819.520000 sec): 3 clusters
  Score: Raw -567228.968858 + Penalty 2857.035270 = -564371.933588
  nChanged 8
		SP:Iteration 47Q (152819.690000 sec): 3 clusters
  Score: Raw -567231.558777 + Penalty 2857.035270 = -564374.523507
  nChanged 5
		SP:Iteration 48Q (152819.850000 sec): 3 clusters
  Score: Raw -567232.823962 + Penalty 2857.035270 = -564375.788692
  nChanged 2
		SP:Iteration 49Q (152820.020000 sec): 3 clusters
  Score: Raw -567233.176207 + Penalty 2857.035270 = -564376.140937
  nChanged 1
		SP:Iteration 50Q (152820.180000 sec): 3 clusters
  Score: Raw -567233.295151 + Penalty 2857.035270 = -564376.259881
  nChanged 1
		SP:Iteration 51Q (152820.390000 sec): 3 clusters
  Score: Raw -567233.590556 + Penalty 2857.035270 = -564376.555286
  nChanged 2
		SP:Iteration 52Q (152820.550000 sec): 3 clusters
  Score: Raw -567233.970510 + Penalty 2857.035270 = -564376.935240
  nChanged 2
		SP:Iteration 53Q (152820.720000 sec): 3 clusters
  Score: Raw -567234.278191 + Penalty 2857.035270 = -564377.242921
  nChanged 3
		SP:Iteration 54Q (152820.880000 sec): 3 clusters
  Score: Raw -567235.353175 + Penalty 2857.035270 = -564378.317905
  nChanged 2
		SP:Iteration 55Q (152821.040000 sec): 3 clusters
  Score: Raw -567235.682227 + Penalty 2857.035270 = -564378.646957
  nChanged 2
		SP:Iteration 56Q (152821.230000 sec): 3 clusters
  Score: Raw -567235.962573 + Penalty 2857.035270 = -564378.927303
  nChanged 0
		SP:Iteration 57F (152821.340000 sec): 3 clusters
  Score: Raw -567235.962573 + Penalty 2857.035270 = -564378.927303
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 89 (9998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152821.470000 sec): 2 clusters
  Score: Raw -914907.125400 + Penalty 1496.647807 = -913410.477593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152821.760000 sec): 3 clusters
  Score: Raw -909285.746104 + Penalty 2993.295614 = -906292.450490
  nChanged 4383
		SP:Iteration 1F (152821.990000 sec): 3 clusters
  Score: Raw -911925.485108 + Penalty 2993.295614 = -908932.189494
  nChanged 885
		SP:Iteration 2F (152822.220000 sec): 3 clusters
  Score: Raw -912589.423687 + Penalty 2993.295614 = -909596.128073
  nChanged 806
		SP:Iteration 3F (152822.450000 sec): 3 clusters
  Score: Raw -913171.984736 + Penalty 2993.295614 = -910178.689122
  nChanged 672
		SP:Iteration 4F (152822.680000 sec): 3 clusters
  Score: Raw -913581.668068 + Penalty 2993.295614 = -910588.372453
  nChanged 491
		SP:Iteration 5Q (152822.910000 sec): 3 clusters
  Score: Raw -913822.911106 + Penalty 2993.295614 = -910829.615492
  nChanged 349
		SP:Iteration 6Q (152823.220000 sec): 3 clusters
  Score: Raw -913973.821445 + Penalty 2993.295614 = -910980.525831
  nChanged 268
		SP:Iteration 7Q (152823.410000 sec): 3 clusters
  Score: Raw -914082.205866 + Penalty 2993.295614 = -911088.910251
  nChanged 210
		SP:Iteration 8Q (152823.640000 sec): 3 clusters
  Score: Raw -914155.183929 + Penalty 2993.295614 = -911161.888314
  nChanged 179
		SP:Iteration 9Q (152823.860000 sec): 3 clusters
  Score: Raw -914221.805778 + Penalty 2993.295614 = -911228.510163
  nChanged 143
		SP:Iteration 10Q (152824.080000 sec): 3 clusters
  Score: Raw -914270.634557 + Penalty 2993.295614 = -911277.338943
  nChanged 132
		SP:Iteration 11Q (152824.300000 sec): 3 clusters
  Score: Raw -914315.767755 + Penalty 2993.295614 = -911322.472141
  nChanged 112
		SP:Iteration 12Q (152824.530000 sec): 3 clusters
  Score: Raw -914354.965789 + Penalty 2993.295614 = -911361.670174
  nChanged 124
		SP:Iteration 13Q (152824.800000 sec): 3 clusters
  Score: Raw -914402.419232 + Penalty 2993.295614 = -911409.123618
  nChanged 121
		SP:Iteration 14Q (152825.020000 sec): 3 clusters
  Score: Raw -914446.301663 + Penalty 2993.295614 = -911453.006049
  nChanged 112
		SP:Iteration 15Q (152825.250000 sec): 3 clusters
  Score: Raw -914486.143371 + Penalty 2993.295614 = -911492.847756
  nChanged 87
		SP:Iteration 16Q (152825.520000 sec): 3 clusters
  Score: Raw -914517.728400 + Penalty 2993.295614 = -911524.432785
  nChanged 96
		SP:Iteration 17Q (152825.750000 sec): 3 clusters
  Score: Raw -914551.916303 + Penalty 2993.295614 = -911558.620689
  nChanged 87
		SP:Iteration 18Q (152826.020000 sec): 3 clusters
  Score: Raw -914587.600767 + Penalty 2993.295614 = -911594.305153
  nChanged 78
		SP:Iteration 19Q (152826.250000 sec): 3 clusters
  Score: Raw -914622.273309 + Penalty 2993.295614 = -911628.977695
  nChanged 80
		SP:Iteration 20F (152826.400000 sec): 3 clusters
  Score: Raw -914656.401034 + Penalty 2993.295614 = -911663.105419
  nChanged 73
		SP:Iteration 21Q (152826.560000 sec): 3 clusters
  Score: Raw -914692.686003 + Penalty 2993.295614 = -911699.390388
  nChanged 74
		SP:Iteration 22Q (152826.720000 sec): 3 clusters
  Score: Raw -914729.527030 + Penalty 2993.295614 = -911736.231416
  nChanged 65
		SP:Iteration 23Q (152826.880000 sec): 3 clusters
  Score: Raw -914761.453306 + Penalty 2993.295614 = -911768.157691
  nChanged 58
		SP:Iteration 24Q (152827.040000 sec): 3 clusters
  Score: Raw -914787.117555 + Penalty 2993.295614 = -911793.821940
  nChanged 69
		SP:Iteration 25Q (152827.270000 sec): 3 clusters
  Score: Raw -914821.953090 + Penalty 2993.295614 = -911828.657475
  nChanged 62
		SP:Iteration 26Q (152827.500000 sec): 3 clusters
  Score: Raw -914850.503494 + Penalty 2993.295614 = -911857.207879
  nChanged 46
		SP:Iteration 27Q (152827.820000 sec): 3 clusters
  Score: Raw -914870.152911 + Penalty 2993.295614 = -911876.857297
  nChanged 49
		SP:Iteration 28Q (152828.010000 sec): 3 clusters
  Score: Raw -914892.617670 + Penalty 2993.295614 = -911899.322055
  nChanged 51
		SP:Iteration 29Q (152828.180000 sec): 3 clusters
  Score: Raw -914922.426040 + Penalty 2993.295614 = -911929.130426
  nChanged 50
		SP:Iteration 30Q (152828.450000 sec): 3 clusters
  Score: Raw -914955.581092 + Penalty 2993.295614 = -911962.285478
  nChanged 56
		SP:Iteration 31Q (152828.680000 sec): 3 clusters
  Score: Raw -914993.368926 + Penalty 2993.295614 = -912000.073312
  nChanged 47
		SP:Iteration 32Q (152828.910000 sec): 3 clusters
  Score: Raw -915020.103188 + Penalty 2993.295614 = -912026.807574
  nChanged 38
		SP:Iteration 33Q (152829.130000 sec): 3 clusters
  Score: Raw -915045.358469 + Penalty 2993.295614 = -912052.062855
  nChanged 31
		SP:Iteration 34Q (152829.360000 sec): 3 clusters
  Score: Raw -915066.317659 + Penalty 2993.295614 = -912073.022044
  nChanged 28
		SP:Iteration 35Q (152829.580000 sec): 3 clusters
  Score: Raw -915084.309750 + Penalty 2993.295614 = -912091.014136
  nChanged 24
		SP:Iteration 36Q (152829.810000 sec): 3 clusters
  Score: Raw -915099.493688 + Penalty 2993.295614 = -912106.198074
  nChanged 24
		SP:Iteration 37Q (152830.030000 sec): 3 clusters
  Score: Raw -915114.668765 + Penalty 2993.295614 = -912121.373151
  nChanged 16
		SP:Iteration 38Q (152830.260000 sec): 3 clusters
  Score: Raw -915124.050335 + Penalty 2993.295614 = -912130.754721
  nChanged 11
		SP:Iteration 39Q (152830.490000 sec): 3 clusters
  Score: Raw -915129.593650 + Penalty 2993.295614 = -912136.298036
  nChanged 10
		SP:Iteration 40F (152830.710000 sec): 3 clusters
  Score: Raw -915134.382568 + Penalty 2993.295614 = -912141.086954
  nChanged 4
		SP:Iteration 41Q (152830.930000 sec): 3 clusters
  Score: Raw -915137.419225 + Penalty 2993.295614 = -912144.123610
  nChanged 7
		SP:Iteration 42Q (152831.120000 sec): 3 clusters
  Score: Raw -915141.495433 + Penalty 2993.295614 = -912148.199818
  nChanged 8
		SP:Iteration 43Q (152831.350000 sec): 3 clusters
  Score: Raw -915146.942972 + Penalty 2993.295614 = -912153.647357
  nChanged 8
		SP:Iteration 44Q (152831.580000 sec): 3 clusters
  Score: Raw -915149.938726 + Penalty 2993.295614 = -912156.643112
  nChanged 4
		SP:Iteration 45Q (152831.810000 sec): 3 clusters
  Score: Raw -915151.995031 + Penalty 2993.295614 = -912158.699416
  nChanged 6
		SP:Iteration 46Q (152832.040000 sec): 3 clusters
  Score: Raw -915156.599282 + Penalty 2993.295614 = -912163.303668
  nChanged 11
		SP:Iteration 47Q (152832.310000 sec): 3 clusters
  Score: Raw -915162.416563 + Penalty 2993.295614 = -912169.120948
  nChanged 1
		SP:Iteration 48Q (152832.510000 sec): 3 clusters
  Score: Raw -915162.781806 + Penalty 2993.295614 = -912169.486192
  nChanged 3
		SP:Iteration 49Q (152832.700000 sec): 3 clusters
  Score: Raw -915164.472035 + Penalty 2993.295614 = -912171.176420
  nChanged 5
		SP:Iteration 50Q (152832.930000 sec): 3 clusters
  Score: Raw -915169.124989 + Penalty 2993.295614 = -912175.829374
  nChanged 3
		SP:Iteration 51Q (152833.160000 sec): 3 clusters
  Score: Raw -915171.535958 + Penalty 2993.295614 = -912178.240343
  nChanged 3
		SP:Iteration 52Q (152833.390000 sec): 3 clusters
  Score: Raw -915173.699372 + Penalty 2993.295614 = -912180.403758
  nChanged 5
		SP:Iteration 53Q (152833.620000 sec): 3 clusters
  Score: Raw -915175.512457 + Penalty 2993.295614 = -912182.216843
  nChanged 2
		SP:Iteration 54Q (152833.850000 sec): 3 clusters
  Score: Raw -915176.487762 + Penalty 2993.295614 = -912183.192147
  nChanged 3
		SP:Iteration 55Q (152834.080000 sec): 3 clusters
  Score: Raw -915179.364711 + Penalty 2993.295614 = -912186.069097
  nChanged 4
		SP:Iteration 56Q (152834.310000 sec): 3 clusters
  Score: Raw -915182.186215 + Penalty 2993.295614 = -912188.890601
  nChanged 3
		SP:Iteration 57Q (152834.550000 sec): 3 clusters
  Score: Raw -915183.401218 + Penalty 2993.295614 = -912190.105604
  nChanged 3
		SP:Iteration 58Q (152834.810000 sec): 3 clusters
  Score: Raw -915184.721587 + Penalty 2993.295614 = -912191.425972
  nChanged 0
		SP:Iteration 59F (152835.100000 sec): 3 clusters
  Score: Raw -915184.721587 + Penalty 2993.295614 = -912191.425972
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 90 (471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152835.120000 sec): 2 clusters
  Score: Raw -31982.370146 + Penalty 1000.164440 = -30982.205706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152835.290000 sec): 3 clusters
  Score: Raw -31955.877512 + Penalty 2000.328881 = -29955.548631
  nChanged 102
		SP:Iteration 1F (152835.450000 sec): 3 clusters
  Score: Raw -32109.129779 + Penalty 2000.328881 = -30108.800898
  nChanged 29
		SP:Iteration 2F (152835.610000 sec): 3 clusters
  Score: Raw -32188.824953 + Penalty 2000.328881 = -30188.496073
  nChanged 17
		SP:Iteration 3Q (152835.780000 sec): 3 clusters
  Score: Raw -32228.057050 + Penalty 2000.328881 = -30227.728169
  nChanged 11
		SP:Iteration 4Q (152835.940000 sec): 3 clusters
  Score: Raw -32258.134342 + Penalty 2000.328881 = -30257.805462
  nChanged 9
		SP:Iteration 5Q (152836.100000 sec): 3 clusters
  Score: Raw -32277.273752 + Penalty 2000.328881 = -30276.944872
  nChanged 9
		SP:Iteration 6Q (152836.270000 sec): 3 clusters
  Score: Raw -32286.772210 + Penalty 2000.328881 = -30286.443329
  nChanged 2
		SP:Iteration 7Q (152836.430000 sec): 3 clusters
  Score: Raw -32289.194106 + Penalty 2000.328881 = -30288.865225
  nChanged 1
		SP:Iteration 8Q (152836.590000 sec): 3 clusters
  Score: Raw -32289.718476 + Penalty 2000.328881 = -30289.389596
  nChanged 0
		SP:Iteration 9F (152836.760000 sec): 3 clusters
  Score: Raw -32289.718476 + Penalty 2000.328881 = -30289.389596
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 91 (4315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152836.890000 sec): 2 clusters
  Score: Raw -343937.539738 + Penalty 1360.101048 = -342577.438690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152837.060000 sec): 3 clusters
  Score: Raw -341817.076309 + Penalty 2720.202096 = -339096.874213
  nChanged 1733
		SP:Iteration 1F (152837.240000 sec): 3 clusters
  Score: Raw -342903.147858 + Penalty 2720.202096 = -340182.945762
  nChanged 377
		SP:Iteration 2F (152837.410000 sec): 3 clusters
  Score: Raw -343204.438457 + Penalty 2720.202096 = -340484.236361
  nChanged 287
		SP:Iteration 3F (152837.590000 sec): 3 clusters
  Score: Raw -343403.826071 + Penalty 2720.202096 = -340683.623975
  nChanged 218
		SP:Iteration 4F (152837.770000 sec): 3 clusters
  Score: Raw -343563.840036 + Penalty 2720.202096 = -340843.637940
  nChanged 191
		SP:Iteration 5Q (152837.940000 sec): 3 clusters
  Score: Raw -343692.379563 + Penalty 2720.202096 = -340972.177467
  nChanged 160
		SP:Iteration 6Q (152838.140000 sec): 3 clusters
  Score: Raw -343790.729427 + Penalty 2720.202096 = -341070.527331
  nChanged 124
		SP:Iteration 7Q (152838.290000 sec): 3 clusters
  Score: Raw -343873.137554 + Penalty 2720.202096 = -341152.935458
  nChanged 120
		SP:Iteration 8Q (152838.470000 sec): 3 clusters
  Score: Raw -343960.829101 + Penalty 2720.202096 = -341240.627004
  nChanged 105
		SP:Iteration 9Q (152838.650000 sec): 3 clusters
  Score: Raw -344035.495567 + Penalty 2720.202096 = -341315.293471
  nChanged 102
		SP:Iteration 10Q (152838.820000 sec): 3 clusters
  Score: Raw -344110.768409 + Penalty 2720.202096 = -341390.566312
  nChanged 101
		SP:Iteration 11Q (152839.000000 sec): 3 clusters
  Score: Raw -344179.305909 + Penalty 2720.202096 = -341459.103813
  nChanged 68
		SP:Iteration 12Q (152839.170000 sec): 3 clusters
  Score: Raw -344226.558705 + Penalty 2720.202096 = -341506.356609
  nChanged 57
		SP:Iteration 13Q (152839.350000 sec): 3 clusters
  Score: Raw -344269.366319 + Penalty 2720.202096 = -341549.164223
  nChanged 59
		SP:Iteration 14Q (152839.530000 sec): 3 clusters
  Score: Raw -344303.832369 + Penalty 2720.202096 = -341583.630272
  nChanged 46
		SP:Iteration 15Q (152839.700000 sec): 3 clusters
  Score: Raw -344326.720638 + Penalty 2720.202096 = -341606.518542
  nChanged 28
		SP:Iteration 16Q (152839.880000 sec): 3 clusters
  Score: Raw -344342.085487 + Penalty 2720.202096 = -341621.883391
  nChanged 31
		SP:Iteration 17Q (152840.050000 sec): 3 clusters
  Score: Raw -344357.674728 + Penalty 2720.202096 = -341637.472632
  nChanged 25
		SP:Iteration 18Q (152840.230000 sec): 3 clusters
  Score: Raw -344371.519102 + Penalty 2720.202096 = -341651.317006
  nChanged 25
		SP:Iteration 19Q (152840.410000 sec): 3 clusters
  Score: Raw -344387.426082 + Penalty 2720.202096 = -341667.223985
  nChanged 22
		SP:Iteration 20F (152840.580000 sec): 3 clusters
  Score: Raw -344399.402572 + Penalty 2720.202096 = -341679.200476
  nChanged 22
		SP:Iteration 21Q (152840.760000 sec): 3 clusters
  Score: Raw -344409.924837 + Penalty 2720.202096 = -341689.722741
  nChanged 19
		SP:Iteration 22Q (152840.930000 sec): 3 clusters
  Score: Raw -344420.561859 + Penalty 2720.202096 = -341700.359762
  nChanged 25
		SP:Iteration 23Q (152841.110000 sec): 3 clusters
  Score: Raw -344433.469306 + Penalty 2720.202096 = -341713.267210
  nChanged 21
		SP:Iteration 24Q (152841.280000 sec): 3 clusters
  Score: Raw -344443.964350 + Penalty 2720.202096 = -341723.762254
  nChanged 12
		SP:Iteration 25Q (152841.460000 sec): 3 clusters
  Score: Raw -344447.416052 + Penalty 2720.202096 = -341727.213956
  nChanged 7
		SP:Iteration 26Q (152841.630000 sec): 3 clusters
  Score: Raw -344450.080516 + Penalty 2720.202096 = -341729.878420
  nChanged 4
		SP:Iteration 27Q (152841.810000 sec): 3 clusters
  Score: Raw -344451.149056 + Penalty 2720.202096 = -341730.946960
  nChanged 4
		SP:Iteration 28Q (152841.990000 sec): 3 clusters
  Score: Raw -344453.151746 + Penalty 2720.202096 = -341732.949650
  nChanged 8
		SP:Iteration 29Q (152842.150000 sec): 3 clusters
  Score: Raw -344456.540048 + Penalty 2720.202096 = -341736.337951
  nChanged 6
		SP:Iteration 30Q (152842.310000 sec): 3 clusters
  Score: Raw -344459.119277 + Penalty 2720.202096 = -341738.917181
  nChanged 2
		SP:Iteration 31Q (152842.470000 sec): 3 clusters
  Score: Raw -344459.557716 + Penalty 2720.202096 = -341739.355620
  nChanged 0
		SP:Iteration 32F (152842.630000 sec): 3 clusters
  Score: Raw -344459.557716 + Penalty 2720.202096 = -341739.355620
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 92 (4823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152842.760000 sec): 2 clusters
  Score: Raw -356403.034670 + Penalty 1378.187106 = -355024.847564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152842.930000 sec): 3 clusters
  Score: Raw -353913.693110 + Penalty 2756.374212 = -351157.318899
  nChanged 1984
		SP:Iteration 1F (152843.110000 sec): 3 clusters
  Score: Raw -355164.928712 + Penalty 2756.374212 = -352408.554501
  nChanged 398
		SP:Iteration 2F (152843.280000 sec): 3 clusters
  Score: Raw -355448.211288 + Penalty 2756.374212 = -352691.837077
  nChanged 298
		SP:Iteration 3F (152843.460000 sec): 3 clusters
  Score: Raw -355634.322734 + Penalty 2756.374212 = -352877.948522
  nChanged 243
		SP:Iteration 4F (152843.630000 sec): 3 clusters
  Score: Raw -355762.895830 + Penalty 2756.374212 = -353006.521619
  nChanged 211
		SP:Iteration 5Q (152843.810000 sec): 3 clusters
  Score: Raw -355905.217123 + Penalty 2756.374212 = -353148.842912
  nChanged 200
		SP:Iteration 6Q (152843.980000 sec): 3 clusters
  Score: Raw -356048.920137 + Penalty 2756.374212 = -353292.545926
  nChanged 193
		SP:Iteration 7Q (152844.160000 sec): 3 clusters
  Score: Raw -356182.098209 + Penalty 2756.374212 = -353425.723997
  nChanged 172
		SP:Iteration 8Q (152844.330000 sec): 3 clusters
  Score: Raw -356295.191275 + Penalty 2756.374212 = -353538.817063
  nChanged 147
		SP:Iteration 9Q (152844.510000 sec): 3 clusters
  Score: Raw -356388.818700 + Penalty 2756.374212 = -353632.444488
  nChanged 135
		SP:Iteration 10Q (152844.730000 sec): 3 clusters
  Score: Raw -356458.530071 + Penalty 2756.374212 = -353702.155859
  nChanged 111
		SP:Iteration 11Q (152844.870000 sec): 3 clusters
  Score: Raw -356505.632383 + Penalty 2756.374212 = -353749.258172
  nChanged 78
		SP:Iteration 12Q (152845.090000 sec): 3 clusters
  Score: Raw -356534.917439 + Penalty 2756.374212 = -353778.543227
  nChanged 65
		SP:Iteration 13Q (152845.270000 sec): 3 clusters
  Score: Raw -356560.656126 + Penalty 2756.374212 = -353804.281915
  nChanged 48
		SP:Iteration 14Q (152845.430000 sec): 3 clusters
  Score: Raw -356576.624524 + Penalty 2756.374212 = -353820.250312
  nChanged 36
		SP:Iteration 15Q (152845.600000 sec): 3 clusters
  Score: Raw -356587.657901 + Penalty 2756.374212 = -353831.283689
  nChanged 33
		SP:Iteration 16Q (152845.770000 sec): 3 clusters
  Score: Raw -356598.710009 + Penalty 2756.374212 = -353842.335797
  nChanged 40
		SP:Iteration 17Q (152845.950000 sec): 3 clusters
  Score: Raw -356613.930189 + Penalty 2756.374212 = -353857.555978
  nChanged 38
		SP:Iteration 18Q (152846.130000 sec): 3 clusters
  Score: Raw -356623.444080 + Penalty 2756.374212 = -353867.069869
  nChanged 33
		SP:Iteration 19Q (152846.290000 sec): 3 clusters
  Score: Raw -356634.766639 + Penalty 2756.374212 = -353878.392428
  nChanged 38
		SP:Iteration 20F (152846.470000 sec): 3 clusters
  Score: Raw -356646.539364 + Penalty 2756.374212 = -353890.165153
  nChanged 30
		SP:Iteration 21Q (152846.650000 sec): 3 clusters
  Score: Raw -356655.331048 + Penalty 2756.374212 = -353898.956836
  nChanged 28
		SP:Iteration 22Q (152846.820000 sec): 3 clusters
  Score: Raw -356664.499832 + Penalty 2756.374212 = -353908.125620
  nChanged 26
		SP:Iteration 23Q (152847.000000 sec): 3 clusters
  Score: Raw -356673.106457 + Penalty 2756.374212 = -353916.732246
  nChanged 22
		SP:Iteration 24Q (152847.170000 sec): 3 clusters
  Score: Raw -356678.170457 + Penalty 2756.374212 = -353921.796246
  nChanged 17
		SP:Iteration 25Q (152847.350000 sec): 3 clusters
  Score: Raw -356682.179252 + Penalty 2756.374212 = -353925.805040
  nChanged 17
		SP:Iteration 26Q (152847.520000 sec): 3 clusters
  Score: Raw -356686.888664 + Penalty 2756.374212 = -353930.514452
  nChanged 17
		SP:Iteration 27Q (152847.700000 sec): 3 clusters
  Score: Raw -356690.753668 + Penalty 2756.374212 = -353934.379456
  nChanged 18
		SP:Iteration 28Q (152847.870000 sec): 3 clusters
  Score: Raw -356695.249531 + Penalty 2756.374212 = -353938.875319
  nChanged 16
		SP:Iteration 29Q (152848.050000 sec): 3 clusters
  Score: Raw -356699.497120 + Penalty 2756.374212 = -353943.122909
  nChanged 17
		SP:Iteration 30Q (152848.230000 sec): 3 clusters
  Score: Raw -356702.492028 + Penalty 2756.374212 = -353946.117816
  nChanged 10
		SP:Iteration 31Q (152848.400000 sec): 3 clusters
  Score: Raw -356703.939962 + Penalty 2756.374212 = -353947.565751
  nChanged 6
		SP:Iteration 32Q (152848.580000 sec): 3 clusters
  Score: Raw -356705.350099 + Penalty 2756.374212 = -353948.975888
  nChanged 5
		SP:Iteration 33Q (152848.760000 sec): 3 clusters
  Score: Raw -356706.068779 + Penalty 2756.374212 = -353949.694567
  nChanged 5
		SP:Iteration 34Q (152848.930000 sec): 3 clusters
  Score: Raw -356706.705710 + Penalty 2756.374212 = -353950.331498
  nChanged 6
		SP:Iteration 35Q (152849.110000 sec): 3 clusters
  Score: Raw -356708.201826 + Penalty 2756.374212 = -353951.827615
  nChanged 4
		SP:Iteration 36Q (152849.280000 sec): 3 clusters
  Score: Raw -356708.915686 + Penalty 2756.374212 = -353952.541474
  nChanged 3
		SP:Iteration 37Q (152849.460000 sec): 3 clusters
  Score: Raw -356709.844686 + Penalty 2756.374212 = -353953.470475
  nChanged 4
		SP:Iteration 38Q (152849.640000 sec): 3 clusters
  Score: Raw -356710.766032 + Penalty 2756.374212 = -353954.391820
  nChanged 4
		SP:Iteration 39Q (152849.810000 sec): 3 clusters
  Score: Raw -356711.867373 + Penalty 2756.374212 = -353955.493161
  nChanged 4
		SP:Iteration 40F (152849.990000 sec): 3 clusters
  Score: Raw -356712.426609 + Penalty 2756.374212 = -353956.052398
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 93 (2534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152850.090000 sec): 2 clusters
  Score: Raw -194275.484933 + Penalty 1273.602584 = -193001.882350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152850.270000 sec): 3 clusters
  Score: Raw -193098.572463 + Penalty 2547.205167 = -190551.367295
  nChanged 932
		SP:Iteration 1F (152850.440000 sec): 3 clusters
  Score: Raw -193750.020348 + Penalty 2547.205167 = -191202.815181
  nChanged 244
		SP:Iteration 2F (152850.620000 sec): 3 clusters
  Score: Raw -193997.138329 + Penalty 2547.205167 = -191449.933162
  nChanged 171
		SP:Iteration 3F (152850.800000 sec): 3 clusters
  Score: Raw -194155.494768 + Penalty 2547.205167 = -191608.289600
  nChanged 136
		SP:Iteration 4F (152850.970000 sec): 3 clusters
  Score: Raw -194291.569232 + Penalty 2547.205167 = -191744.364065
  nChanged 106
		SP:Iteration 5Q (152851.150000 sec): 3 clusters
  Score: Raw -194402.068405 + Penalty 2547.205167 = -191854.863238
  nChanged 97
		SP:Iteration 6Q (152851.320000 sec): 3 clusters
  Score: Raw -194490.239666 + Penalty 2547.205167 = -191943.034499
  nChanged 89
		SP:Iteration 7Q (152851.500000 sec): 3 clusters
  Score: Raw -194560.752207 + Penalty 2547.205167 = -192013.547040
  nChanged 72
		SP:Iteration 8Q (152851.680000 sec): 3 clusters
  Score: Raw -194623.611087 + Penalty 2547.205167 = -192076.405919
  nChanged 67
		SP:Iteration 9Q (152851.820000 sec): 3 clusters
  Score: Raw -194669.706007 + Penalty 2547.205167 = -192122.500840
  nChanged 52
		SP:Iteration 10Q (152851.880000 sec): 3 clusters
  Score: Raw -194719.793972 + Penalty 2547.205167 = -192172.588805
  nChanged 62
		SP:Iteration 11Q (152851.940000 sec): 3 clusters
  Score: Raw -194783.362388 + Penalty 2547.205167 = -192236.157221
  nChanged 64
		SP:Iteration 12Q (152852.000000 sec): 3 clusters
  Score: Raw -194843.368535 + Penalty 2547.205167 = -192296.163368
  nChanged 50
		SP:Iteration 13Q (152852.040000 sec): 3 clusters
  Score: Raw -194879.493471 + Penalty 2547.205167 = -192332.288304
  nChanged 34
		SP:Iteration 14Q (152852.090000 sec): 3 clusters
  Score: Raw -194898.068467 + Penalty 2547.205167 = -192350.863300
  nChanged 31
		SP:Iteration 15Q (152852.140000 sec): 3 clusters
  Score: Raw -194911.116454 + Penalty 2547.205167 = -192363.911286
  nChanged 22
		SP:Iteration 16Q (152852.190000 sec): 3 clusters
  Score: Raw -194920.169832 + Penalty 2547.205167 = -192372.964665
  nChanged 11
		SP:Iteration 17Q (152852.240000 sec): 3 clusters
  Score: Raw -194925.988153 + Penalty 2547.205167 = -192378.782985
  nChanged 14
		SP:Iteration 18Q (152852.290000 sec): 3 clusters
  Score: Raw -194932.804459 + Penalty 2547.205167 = -192385.599292
  nChanged 13
		SP:Iteration 19Q (152852.340000 sec): 3 clusters
  Score: Raw -194941.463387 + Penalty 2547.205167 = -192394.258220
  nChanged 16
		SP:Iteration 20F (152852.390000 sec): 3 clusters
  Score: Raw -194951.114293 + Penalty 2547.205167 = -192403.909126
  nChanged 17
		SP:Iteration 21Q (152852.440000 sec): 3 clusters
  Score: Raw -194965.666180 + Penalty 2547.205167 = -192418.461013
  nChanged 21
		SP:Iteration 22Q (152852.490000 sec): 3 clusters
  Score: Raw -194977.729277 + Penalty 2547.205167 = -192430.524110
  nChanged 16
		SP:Iteration 23Q (152852.540000 sec): 3 clusters
  Score: Raw -194985.867492 + Penalty 2547.205167 = -192438.662325
  nChanged 13
		SP:Iteration 24Q (152852.590000 sec): 3 clusters
  Score: Raw -194994.179014 + Penalty 2547.205167 = -192446.973847
  nChanged 13
		SP:Iteration 25Q (152852.640000 sec): 3 clusters
  Score: Raw -195002.300801 + Penalty 2547.205167 = -192455.095634
  nChanged 12
		SP:Iteration 26Q (152852.690000 sec): 3 clusters
  Score: Raw -195011.417152 + Penalty 2547.205167 = -192464.211984
  nChanged 16
		SP:Iteration 27Q (152852.740000 sec): 3 clusters
  Score: Raw -195020.475747 + Penalty 2547.205167 = -192473.270580
  nChanged 6
		SP:Iteration 28Q (152852.790000 sec): 3 clusters
  Score: Raw -195023.362209 + Penalty 2547.205167 = -192476.157042
  nChanged 11
		SP:Iteration 29Q (152852.840000 sec): 3 clusters
  Score: Raw -195029.239517 + Penalty 2547.205167 = -192482.034349
  nChanged 8
		SP:Iteration 30Q (152852.890000 sec): 3 clusters
  Score: Raw -195031.440732 + Penalty 2547.205167 = -192484.235565
  nChanged 5
		SP:Iteration 31Q (152852.940000 sec): 3 clusters
  Score: Raw -195033.022729 + Penalty 2547.205167 = -192485.817562
  nChanged 4
		SP:Iteration 32Q (152852.990000 sec): 3 clusters
  Score: Raw -195036.703186 + Penalty 2547.205167 = -192489.498019
  nChanged 7
		SP:Iteration 33Q (152853.040000 sec): 3 clusters
  Score: Raw -195040.863528 + Penalty 2547.205167 = -192493.658360
  nChanged 7
		SP:Iteration 34Q (152853.090000 sec): 3 clusters
  Score: Raw -195044.240131 + Penalty 2547.205167 = -192497.034964
  nChanged 6
		SP:Iteration 35Q (152853.140000 sec): 3 clusters
  Score: Raw -195045.865630 + Penalty 2547.205167 = -192498.660462
  nChanged 3
		SP:Iteration 36Q (152853.190000 sec): 3 clusters
  Score: Raw -195046.697927 + Penalty 2547.205167 = -192499.492760
  nChanged 1
		SP:Iteration 37Q (152853.240000 sec): 3 clusters
  Score: Raw -195046.968986 + Penalty 2547.205167 = -192499.763818
  nChanged 2
		SP:Iteration 38Q (152853.290000 sec): 3 clusters
  Score: Raw -195048.076941 + Penalty 2547.205167 = -192500.871774
  nChanged 1
		SP:Iteration 39Q (152853.340000 sec): 3 clusters
  Score: Raw -195048.612325 + Penalty 2547.205167 = -192501.407158
  nChanged 1
		SP:Iteration 40F (152853.380000 sec): 3 clusters
  Score: Raw -195049.177379 + Penalty 2547.205167 = -192501.972212
  nChanged 3
		SP:Iteration 41Q (152853.440000 sec): 3 clusters
  Score: Raw -195050.528508 + Penalty 2547.205167 = -192503.323341
  nChanged 2
		SP:Iteration 42Q (152853.480000 sec): 3 clusters
  Score: Raw -195051.735565 + Penalty 2547.205167 = -192504.530398
  nChanged 2
		SP:Iteration 43Q (152853.530000 sec): 3 clusters
  Score: Raw -195052.085456 + Penalty 2547.205167 = -192504.880289
  nChanged 1
		SP:Iteration 44Q (152853.580000 sec): 3 clusters
  Score: Raw -195052.554432 + Penalty 2547.205167 = -192505.349265
  nChanged 0
		SP:Iteration 45F (152853.630000 sec): 3 clusters
  Score: Raw -195052.554432 + Penalty 2547.205167 = -192505.349265
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 94 (9038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152853.790000 sec): 2 clusters
  Score: Raw -693158.161848 + Penalty 1480.243893 = -691677.917955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152853.910000 sec): 3 clusters
  Score: Raw -688209.845378 + Penalty 2960.487787 = -685249.357592
  nChanged 3884
		SP:Iteration 1F (152854.060000 sec): 3 clusters
  Score: Raw -690655.177129 + Penalty 2960.487787 = -687694.689343
  nChanged 668
		SP:Iteration 2F (152854.270000 sec): 3 clusters
  Score: Raw -691069.350500 + Penalty 2960.487787 = -688108.862713
  nChanged 568
		SP:Iteration 3F (152854.550000 sec): 3 clusters
  Score: Raw -691436.633867 + Penalty 2960.487787 = -688476.146080
  nChanged 507
		SP:Iteration 4F (152854.790000 sec): 3 clusters
  Score: Raw -691732.420766 + Penalty 2960.487787 = -688771.932979
  nChanged 419
		SP:Iteration 5Q (152854.940000 sec): 3 clusters
  Score: Raw -691949.714192 + Penalty 2960.487787 = -688989.226405
  nChanged 330
		SP:Iteration 6Q (152855.130000 sec): 3 clusters
  Score: Raw -692115.994757 + Penalty 2960.487787 = -689155.506970
  nChanged 275
		SP:Iteration 7Q (152855.320000 sec): 3 clusters
  Score: Raw -692233.791512 + Penalty 2960.487787 = -689273.303725
  nChanged 244
		SP:Iteration 8Q (152855.510000 sec): 3 clusters
  Score: Raw -692338.475931 + Penalty 2960.487787 = -689377.988144
  nChanged 225
		SP:Iteration 9Q (152855.700000 sec): 3 clusters
  Score: Raw -692423.130449 + Penalty 2960.487787 = -689462.642662
  nChanged 199
		SP:Iteration 10Q (152855.900000 sec): 3 clusters
  Score: Raw -692490.274083 + Penalty 2960.487787 = -689529.786297
  nChanged 170
		SP:Iteration 11Q (152856.090000 sec): 3 clusters
  Score: Raw -692553.376134 + Penalty 2960.487787 = -689592.888347
  nChanged 147
		SP:Iteration 12Q (152856.230000 sec): 3 clusters
  Score: Raw -692605.144559 + Penalty 2960.487787 = -689644.656773
  nChanged 132
		SP:Iteration 13Q (152856.360000 sec): 3 clusters
  Score: Raw -692645.132667 + Penalty 2960.487787 = -689684.644881
  nChanged 105
		SP:Iteration 14Q (152856.490000 sec): 3 clusters
  Score: Raw -692681.257874 + Penalty 2960.487787 = -689720.770087
  nChanged 100
		SP:Iteration 15Q (152856.700000 sec): 3 clusters
  Score: Raw -692705.776784 + Penalty 2960.487787 = -689745.288998
  nChanged 75
		SP:Iteration 16Q (152856.990000 sec): 3 clusters
  Score: Raw -692721.669173 + Penalty 2960.487787 = -689761.181387
  nChanged 68
		SP:Iteration 17Q (152857.220000 sec): 3 clusters
  Score: Raw -692736.846394 + Penalty 2960.487787 = -689776.358607
  nChanged 68
		SP:Iteration 18Q (152857.370000 sec): 3 clusters
  Score: Raw -692751.373427 + Penalty 2960.487787 = -689790.885641
  nChanged 43
		SP:Iteration 19Q (152857.560000 sec): 3 clusters
  Score: Raw -692759.720488 + Penalty 2960.487787 = -689799.232701
  nChanged 38
		SP:Iteration 20F (152857.750000 sec): 3 clusters
  Score: Raw -692767.373055 + Penalty 2960.487787 = -689806.885268
  nChanged 35
		SP:Iteration 21Q (152857.940000 sec): 3 clusters
  Score: Raw -692773.723028 + Penalty 2960.487787 = -689813.235241
  nChanged 25
		SP:Iteration 22Q (152858.140000 sec): 3 clusters
  Score: Raw -692777.636322 + Penalty 2960.487787 = -689817.148536
  nChanged 24
		SP:Iteration 23Q (152858.330000 sec): 3 clusters
  Score: Raw -692782.051006 + Penalty 2960.487787 = -689821.563219
  nChanged 30
		SP:Iteration 24Q (152858.520000 sec): 3 clusters
  Score: Raw -692788.483855 + Penalty 2960.487787 = -689827.996068
  nChanged 37
		SP:Iteration 25Q (152858.700000 sec): 3 clusters
  Score: Raw -692794.430606 + Penalty 2960.487787 = -689833.942819
  nChanged 17
		SP:Iteration 26Q (152858.940000 sec): 3 clusters
  Score: Raw -692796.563640 + Penalty 2960.487787 = -689836.075853
  nChanged 9
		SP:Iteration 27Q (152859.130000 sec): 3 clusters
  Score: Raw -692797.640187 + Penalty 2960.487787 = -689837.152400
  nChanged 4
		SP:Iteration 28Q (152859.360000 sec): 3 clusters
  Score: Raw -692797.859291 + Penalty 2960.487787 = -689837.371504
  nChanged 4
		SP:Iteration 29Q (152859.560000 sec): 3 clusters
  Score: Raw -692798.264912 + Penalty 2960.487787 = -689837.777125
  nChanged 3
		SP:Iteration 30Q (152859.760000 sec): 3 clusters
  Score: Raw -692798.456896 + Penalty 2960.487787 = -689837.969109
  nChanged 3
		SP:Iteration 31Q (152859.950000 sec): 3 clusters
  Score: Raw -692798.766526 + Penalty 2960.487787 = -689838.278739
  nChanged 3
		SP:Iteration 32Q (152860.140000 sec): 3 clusters
  Score: Raw -692798.978057 + Penalty 2960.487787 = -689838.490271
  nChanged 2
		SP:Iteration 33Q (152860.340000 sec): 3 clusters
  Score: Raw -692799.159344 + Penalty 2960.487787 = -689838.671557
  nChanged 2
		SP:Iteration 34Q (152860.520000 sec): 3 clusters
  Score: Raw -692799.246654 + Penalty 2960.487787 = -689838.758867
  nChanged 1
		SP:Iteration 35Q (152860.720000 sec): 3 clusters
  Score: Raw -692799.289362 + Penalty 2960.487787 = -689838.801575
  nChanged 2
		SP:Iteration 36Q (152860.910000 sec): 3 clusters
  Score: Raw -692799.384025 + Penalty 2960.487787 = -689838.896238
  nChanged 1
		SP:Iteration 37Q (152861.100000 sec): 3 clusters
  Score: Raw -692799.518790 + Penalty 2960.487787 = -689839.031003
  nChanged 2
		SP:Iteration 38Q (152861.290000 sec): 3 clusters
  Score: Raw -692799.652098 + Penalty 2960.487787 = -689839.164311
  nChanged 3
		SP:Iteration 39Q (152861.430000 sec): 3 clusters
  Score: Raw -692800.108602 + Penalty 2960.487787 = -689839.620815
  nChanged 11
		SP:Iteration 40F (152861.680000 sec): 3 clusters
  Score: Raw -692801.118130 + Penalty 2960.487787 = -689840.630343
  nChanged 5
		SP:Iteration 41Q (152861.860000 sec): 3 clusters
  Score: Raw -692801.494259 + Penalty 2960.487787 = -689841.006473
  nChanged 5
		SP:Iteration 42Q (152862.060000 sec): 3 clusters
  Score: Raw -692802.045404 + Penalty 2960.487787 = -689841.557617
  nChanged 7
		SP:Iteration 43Q (152862.250000 sec): 3 clusters
  Score: Raw -692802.968203 + Penalty 2960.487787 = -689842.480416
  nChanged 11
		SP:Iteration 44Q (152862.440000 sec): 3 clusters
  Score: Raw -692804.318612 + Penalty 2960.487787 = -689843.830826
  nChanged 11
		SP:Iteration 45Q (152862.630000 sec): 3 clusters
  Score: Raw -692805.647399 + Penalty 2960.487787 = -689845.159612
  nChanged 11
		SP:Iteration 46Q (152862.820000 sec): 3 clusters
  Score: Raw -692807.468483 + Penalty 2960.487787 = -689846.980696
  nChanged 19
		SP:Iteration 47Q (152863.060000 sec): 3 clusters
  Score: Raw -692810.293239 + Penalty 2960.487787 = -689849.805452
  nChanged 12
		SP:Iteration 48Q (152863.250000 sec): 3 clusters
  Score: Raw -692811.839670 + Penalty 2960.487787 = -689851.351884
  nChanged 19
		SP:Iteration 49Q (152863.480000 sec): 3 clusters
  Score: Raw -692814.213553 + Penalty 2960.487787 = -689853.725766
  nChanged 18
		SP:Iteration 50Q (152863.620000 sec): 3 clusters
  Score: Raw -692816.608272 + Penalty 2960.487787 = -689856.120485
  nChanged 12
		SP:Iteration 51Q (152863.740000 sec): 3 clusters
  Score: Raw -692818.367829 + Penalty 2960.487787 = -689857.880043
  nChanged 21
		SP:Iteration 52Q (152863.870000 sec): 3 clusters
  Score: Raw -692821.759136 + Penalty 2960.487787 = -689861.271349
  nChanged 26
		SP:Iteration 53Q (152864.070000 sec): 3 clusters
  Score: Raw -692827.301656 + Penalty 2960.487787 = -689866.813870
  nChanged 36
		SP:Iteration 54Q (152864.350000 sec): 3 clusters
  Score: Raw -692832.709267 + Penalty 2960.487787 = -689872.221481
  nChanged 28
		SP:Iteration 55Q (152864.510000 sec): 3 clusters
  Score: Raw -692836.570428 + Penalty 2960.487787 = -689876.082642
  nChanged 19
		SP:Iteration 56Q (152864.690000 sec): 3 clusters
  Score: Raw -692839.589256 + Penalty 2960.487787 = -689879.101469
  nChanged 22
		SP:Iteration 57Q (152864.880000 sec): 3 clusters
  Score: Raw -692843.883188 + Penalty 2960.487787 = -689883.395402
  nChanged 22
		SP:Iteration 58Q (152865.070000 sec): 3 clusters
  Score: Raw -692849.327134 + Penalty 2960.487787 = -689888.839347
  nChanged 29
		SP:Iteration 59Q (152865.260000 sec): 3 clusters
  Score: Raw -692857.296260 + Penalty 2960.487787 = -689896.808473
  nChanged 38
		SP:Iteration 60F (152865.450000 sec): 3 clusters
  Score: Raw -692866.082396 + Penalty 2960.487787 = -689905.594609
  nChanged 35
		SP:Iteration 61Q (152865.650000 sec): 3 clusters
  Score: Raw -692872.575118 + Penalty 2960.487787 = -689912.087331
  nChanged 30
		SP:Iteration 62Q (152865.840000 sec): 3 clusters
  Score: Raw -692876.993039 + Penalty 2960.487787 = -689916.505252
  nChanged 19
		SP:Iteration 63Q (152866.030000 sec): 3 clusters
  Score: Raw -692879.881697 + Penalty 2960.487787 = -689919.393911
  nChanged 22
		SP:Iteration 64Q (152866.220000 sec): 3 clusters
  Score: Raw -692883.175280 + Penalty 2960.487787 = -689922.687493
  nChanged 25
		SP:Iteration 65Q (152866.420000 sec): 3 clusters
  Score: Raw -692886.378915 + Penalty 2960.487787 = -689925.891128
  nChanged 20
		SP:Iteration 66Q (152866.610000 sec): 3 clusters
  Score: Raw -692889.454576 + Penalty 2960.487787 = -689928.966789
  nChanged 20
		SP:Iteration 67Q (152866.800000 sec): 3 clusters
  Score: Raw -692892.602688 + Penalty 2960.487787 = -689932.114901
  nChanged 23
		SP:Iteration 68Q (152866.990000 sec): 3 clusters
  Score: Raw -692896.287213 + Penalty 2960.487787 = -689935.799427
  nChanged 22
		SP:Iteration 69Q (152867.190000 sec): 3 clusters
  Score: Raw -692898.861152 + Penalty 2960.487787 = -689938.373365
  nChanged 14
		SP:Iteration 70Q (152867.380000 sec): 3 clusters
  Score: Raw -692901.256710 + Penalty 2960.487787 = -689940.768923
  nChanged 16
		SP:Iteration 71Q (152867.570000 sec): 3 clusters
  Score: Raw -692903.039639 + Penalty 2960.487787 = -689942.551852
  nChanged 9
		SP:Iteration 72Q (152867.760000 sec): 3 clusters
  Score: Raw -692903.957114 + Penalty 2960.487787 = -689943.469327
  nChanged 7
		SP:Iteration 73Q (152867.960000 sec): 3 clusters
  Score: Raw -692904.562253 + Penalty 2960.487787 = -689944.074466
  nChanged 8
		SP:Iteration 74Q (152868.150000 sec): 3 clusters
  Score: Raw -692905.484568 + Penalty 2960.487787 = -689944.996781
  nChanged 9
		SP:Iteration 75Q (152868.340000 sec): 3 clusters
  Score: Raw -692906.582610 + Penalty 2960.487787 = -689946.094824
  nChanged 5
		SP:Iteration 76Q (152868.530000 sec): 3 clusters
  Score: Raw -692906.985251 + Penalty 2960.487787 = -689946.497464
  nChanged 4
		SP:Iteration 77Q (152868.730000 sec): 3 clusters
  Score: Raw -692907.351752 + Penalty 2960.487787 = -689946.863965
  nChanged 0
		SP:Iteration 78F (152868.920000 sec): 3 clusters
  Score: Raw -692907.351752 + Penalty 2960.487787 = -689946.863965
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 95 (5358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152869.040000 sec): 2 clusters
  Score: Raw -454225.310606 + Penalty 1395.281233 = -452830.029373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152869.210000 sec): 3 clusters
  Score: Raw -451400.985380 + Penalty 2790.562466 = -448610.422914
  nChanged 2212
		SP:Iteration 1F (152869.390000 sec): 3 clusters
  Score: Raw -452863.536874 + Penalty 2790.562466 = -450072.974408
  nChanged 488
		SP:Iteration 2F (152869.560000 sec): 3 clusters
  Score: Raw -453234.604202 + Penalty 2790.562466 = -450444.041736
  nChanged 391
		SP:Iteration 3F (152869.730000 sec): 3 clusters
  Score: Raw -453526.318463 + Penalty 2790.562466 = -450735.755996
  nChanged 340
		SP:Iteration 4F (152869.880000 sec): 3 clusters
  Score: Raw -453797.087818 + Penalty 2790.562466 = -451006.525352
  nChanged 291
		SP:Iteration 5F (152869.970000 sec): 3 clusters
  Score: Raw -454037.090319 + Penalty 2790.562466 = -451246.527852
  nChanged 265
		SP:Iteration 6Q (152870.170000 sec): 3 clusters
  Score: Raw -454270.786553 + Penalty 2790.562466 = -451480.224087
  nChanged 266
		SP:Iteration 7Q (152870.390000 sec): 3 clusters
  Score: Raw -454481.865678 + Penalty 2790.562466 = -451691.303211
  nChanged 214
		SP:Iteration 8Q (152870.570000 sec): 3 clusters
  Score: Raw -454636.261203 + Penalty 2790.562466 = -451845.698737
  nChanged 169
		SP:Iteration 9Q (152870.710000 sec): 3 clusters
  Score: Raw -454756.924493 + Penalty 2790.562466 = -451966.362026
  nChanged 133
		SP:Iteration 10Q (152870.890000 sec): 3 clusters
  Score: Raw -454832.924992 + Penalty 2790.562466 = -452042.362526
  nChanged 109
		SP:Iteration 11Q (152871.060000 sec): 3 clusters
  Score: Raw -454896.172488 + Penalty 2790.562466 = -452105.610022
  nChanged 92
		SP:Iteration 12Q (152871.230000 sec): 3 clusters
  Score: Raw -454940.789871 + Penalty 2790.562466 = -452150.227405
  nChanged 78
		SP:Iteration 13Q (152871.410000 sec): 3 clusters
  Score: Raw -454975.896447 + Penalty 2790.562466 = -452185.333981
  nChanged 63
		SP:Iteration 14Q (152871.580000 sec): 3 clusters
  Score: Raw -455004.259125 + Penalty 2790.562466 = -452213.696659
  nChanged 53
		SP:Iteration 15Q (152871.750000 sec): 3 clusters
  Score: Raw -455026.709897 + Penalty 2790.562466 = -452236.147431
  nChanged 39
		SP:Iteration 16Q (152871.930000 sec): 3 clusters
  Score: Raw -455046.423821 + Penalty 2790.562466 = -452255.861355
  nChanged 30
		SP:Iteration 17Q (152872.100000 sec): 3 clusters
  Score: Raw -455059.201045 + Penalty 2790.562466 = -452268.638579
  nChanged 28
		SP:Iteration 18Q (152872.270000 sec): 3 clusters
  Score: Raw -455072.218117 + Penalty 2790.562466 = -452281.655651
  nChanged 25
		SP:Iteration 19Q (152872.450000 sec): 3 clusters
  Score: Raw -455080.196327 + Penalty 2790.562466 = -452289.633861
  nChanged 14
		SP:Iteration 20F (152872.620000 sec): 3 clusters
  Score: Raw -455083.897801 + Penalty 2790.562466 = -452293.335335
  nChanged 8
		SP:Iteration 21Q (152872.790000 sec): 3 clusters
  Score: Raw -455085.555310 + Penalty 2790.562466 = -452294.992844
  nChanged 11
		SP:Iteration 22Q (152872.970000 sec): 3 clusters
  Score: Raw -455088.831137 + Penalty 2790.562466 = -452298.268671
  nChanged 11
		SP:Iteration 23Q (152873.140000 sec): 3 clusters
  Score: Raw -455091.233184 + Penalty 2790.562466 = -452300.670718
  nChanged 6
		SP:Iteration 24Q (152873.320000 sec): 3 clusters
  Score: Raw -455092.511788 + Penalty 2790.562466 = -452301.949321
  nChanged 6
		SP:Iteration 25Q (152873.490000 sec): 3 clusters
  Score: Raw -455094.401933 + Penalty 2790.562466 = -452303.839467
  nChanged 2
		SP:Iteration 26Q (152873.660000 sec): 3 clusters
  Score: Raw -455094.911899 + Penalty 2790.562466 = -452304.349432
  nChanged 1
		SP:Iteration 27Q (152873.840000 sec): 3 clusters
  Score: Raw -455095.323226 + Penalty 2790.562466 = -452304.760760
  nChanged 1
		SP:Iteration 28Q (152874.010000 sec): 3 clusters
  Score: Raw -455095.420991 + Penalty 2790.562466 = -452304.858525
  nChanged 0
		SP:Iteration 29F (152874.180000 sec): 3 clusters
  Score: Raw -455095.420991 + Penalty 2790.562466 = -452304.858525
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 96 (4496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152874.280000 sec): 2 clusters
  Score: Raw -332784.966683 + Penalty 1366.778301 = -331418.188382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152874.460000 sec): 3 clusters
  Score: Raw -330477.895368 + Penalty 2733.556602 = -327744.338765
  nChanged 1841
		SP:Iteration 1F (152874.630000 sec): 3 clusters
  Score: Raw -331758.538898 + Penalty 2733.556602 = -329024.982296
  nChanged 372
		SP:Iteration 2F (152874.810000 sec): 3 clusters
  Score: Raw -332055.656431 + Penalty 2733.556602 = -329322.099829
  nChanged 301
		SP:Iteration 3F (152874.990000 sec): 3 clusters
  Score: Raw -332278.457833 + Penalty 2733.556602 = -329544.901231
  nChanged 237
		SP:Iteration 4F (152875.160000 sec): 3 clusters
  Score: Raw -332445.393539 + Penalty 2733.556602 = -329711.836937
  nChanged 206
		SP:Iteration 5Q (152875.330000 sec): 3 clusters
  Score: Raw -332619.239669 + Penalty 2733.556602 = -329885.683067
  nChanged 166
		SP:Iteration 6Q (152875.510000 sec): 3 clusters
  Score: Raw -332740.345140 + Penalty 2733.556602 = -330006.788538
  nChanged 121
		SP:Iteration 7Q (152875.680000 sec): 3 clusters
  Score: Raw -332830.574932 + Penalty 2733.556602 = -330097.018329
  nChanged 119
		SP:Iteration 8Q (152875.850000 sec): 3 clusters
  Score: Raw -332910.985372 + Penalty 2733.556602 = -330177.428770
  nChanged 108
		SP:Iteration 9Q (152876.030000 sec): 3 clusters
  Score: Raw -332974.577029 + Penalty 2733.556602 = -330241.020427
  nChanged 88
		SP:Iteration 10Q (152876.210000 sec): 3 clusters
  Score: Raw -333025.208035 + Penalty 2733.556602 = -330291.651433
  nChanged 75
		SP:Iteration 11Q (152876.380000 sec): 3 clusters
  Score: Raw -333061.526932 + Penalty 2733.556602 = -330327.970330
  nChanged 57
		SP:Iteration 12Q (152876.560000 sec): 3 clusters
  Score: Raw -333091.000151 + Penalty 2733.556602 = -330357.443549
  nChanged 54
		SP:Iteration 13Q (152876.730000 sec): 3 clusters
  Score: Raw -333119.237145 + Penalty 2733.556602 = -330385.680543
  nChanged 46
		SP:Iteration 14Q (152876.910000 sec): 3 clusters
  Score: Raw -333142.210784 + Penalty 2733.556602 = -330408.654182
  nChanged 40
		SP:Iteration 15Q (152877.090000 sec): 3 clusters
  Score: Raw -333158.219117 + Penalty 2733.556602 = -330424.662515
  nChanged 28
		SP:Iteration 16Q (152877.260000 sec): 3 clusters
  Score: Raw -333169.700831 + Penalty 2733.556602 = -330436.144229
  nChanged 21
		SP:Iteration 17Q (152877.430000 sec): 3 clusters
  Score: Raw -333176.913049 + Penalty 2733.556602 = -330443.356447
  nChanged 20
		SP:Iteration 18Q (152877.610000 sec): 3 clusters
  Score: Raw -333183.950723 + Penalty 2733.556602 = -330450.394121
  nChanged 13
		SP:Iteration 19Q (152877.790000 sec): 3 clusters
  Score: Raw -333188.617049 + Penalty 2733.556602 = -330455.060446
  nChanged 14
		SP:Iteration 20F (152877.960000 sec): 3 clusters
  Score: Raw -333191.701428 + Penalty 2733.556602 = -330458.144826
  nChanged 9
		SP:Iteration 21Q (152878.140000 sec): 3 clusters
  Score: Raw -333194.299586 + Penalty 2733.556602 = -330460.742984
  nChanged 6
		SP:Iteration 22Q (152878.310000 sec): 3 clusters
  Score: Raw -333197.529675 + Penalty 2733.556602 = -330463.973073
  nChanged 11
		SP:Iteration 23Q (152878.490000 sec): 3 clusters
  Score: Raw -333201.780337 + Penalty 2733.556602 = -330468.223735
  nChanged 10
		SP:Iteration 24Q (152878.670000 sec): 3 clusters
  Score: Raw -333205.141796 + Penalty 2733.556602 = -330471.585193
  nChanged 12
		SP:Iteration 25Q (152878.840000 sec): 3 clusters
  Score: Raw -333208.221803 + Penalty 2733.556602 = -330474.665201
  nChanged 10
		SP:Iteration 26Q (152879.020000 sec): 3 clusters
  Score: Raw -333211.451866 + Penalty 2733.556602 = -330477.895264
  nChanged 10
		SP:Iteration 27Q (152879.240000 sec): 3 clusters
  Score: Raw -333214.092445 + Penalty 2733.556602 = -330480.535843
  nChanged 7
		SP:Iteration 28Q (152879.380000 sec): 3 clusters
  Score: Raw -333215.484098 + Penalty 2733.556602 = -330481.927496
  nChanged 8
		SP:Iteration 29Q (152879.570000 sec): 3 clusters
  Score: Raw -333218.341802 + Penalty 2733.556602 = -330484.785200
  nChanged 10
		SP:Iteration 30Q (152879.660000 sec): 3 clusters
  Score: Raw -333221.066678 + Penalty 2733.556602 = -330487.510076
  nChanged 6
		SP:Iteration 31Q (152879.740000 sec): 3 clusters
  Score: Raw -333222.282561 + Penalty 2733.556602 = -330488.725959
  nChanged 5
		SP:Iteration 32Q (152879.820000 sec): 3 clusters
  Score: Raw -333223.585506 + Penalty 2733.556602 = -330490.028904
  nChanged 8
		SP:Iteration 33Q (152879.900000 sec): 3 clusters
  Score: Raw -333225.805901 + Penalty 2733.556602 = -330492.249298
  nChanged 7
		SP:Iteration 34Q (152879.980000 sec): 3 clusters
  Score: Raw -333228.166908 + Penalty 2733.556602 = -330494.610306
  nChanged 9
		SP:Iteration 35Q (152880.070000 sec): 3 clusters
  Score: Raw -333230.939851 + Penalty 2733.556602 = -330497.383249
  nChanged 10
		SP:Iteration 36Q (152880.150000 sec): 3 clusters
  Score: Raw -333234.851579 + Penalty 2733.556602 = -330501.294976
  nChanged 9
		SP:Iteration 37Q (152880.230000 sec): 3 clusters
  Score: Raw -333236.949466 + Penalty 2733.556602 = -330503.392864
  nChanged 4
		SP:Iteration 38Q (152880.310000 sec): 3 clusters
  Score: Raw -333238.041462 + Penalty 2733.556602 = -330504.484860
  nChanged 6
		SP:Iteration 39Q (152880.390000 sec): 3 clusters
  Score: Raw -333238.954294 + Penalty 2733.556602 = -330505.397692
  nChanged 2
		SP:Iteration 40F (152880.470000 sec): 3 clusters
  Score: Raw -333239.181735 + Penalty 2733.556602 = -330505.625132
  nChanged 2
		SP:Iteration 41Q (152880.550000 sec): 3 clusters
  Score: Raw -333239.401291 + Penalty 2733.556602 = -330505.844689
  nChanged 1
		SP:Iteration 42Q (152880.630000 sec): 3 clusters
  Score: Raw -333239.502076 + Penalty 2733.556602 = -330505.945473
  nChanged 1
		SP:Iteration 43Q (152880.710000 sec): 3 clusters
  Score: Raw -333240.304810 + Penalty 2733.556602 = -330506.748208
  nChanged 5
		SP:Iteration 44Q (152880.790000 sec): 3 clusters
  Score: Raw -333242.119557 + Penalty 2733.556602 = -330508.562954
  nChanged 4
		SP:Iteration 45Q (152880.870000 sec): 3 clusters
  Score: Raw -333243.170184 + Penalty 2733.556602 = -330509.613582
  nChanged 4
		SP:Iteration 46Q (152880.950000 sec): 3 clusters
  Score: Raw -333244.217567 + Penalty 2733.556602 = -330510.660964
  nChanged 1
		SP:Iteration 47Q (152881.170000 sec): 3 clusters
  Score: Raw -333244.384865 + Penalty 2733.556602 = -330510.828263
  nChanged 0
		SP:Iteration 48F (152881.310000 sec): 3 clusters
  Score: Raw -333244.384865 + Penalty 2733.556602 = -330510.828263
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 97 (4050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152881.400000 sec): 2 clusters
  Score: Raw -335098.615156 + Penalty 1349.801726 = -333748.813430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152881.580000 sec): 3 clusters
  Score: Raw -333065.733517 + Penalty 2699.603452 = -330366.130065
  nChanged 1652
		SP:Iteration 1F (152881.760000 sec): 3 clusters
  Score: Raw -334080.838689 + Penalty 2699.603452 = -331381.235237
  nChanged 334
		SP:Iteration 2F (152881.930000 sec): 3 clusters
  Score: Raw -334338.702611 + Penalty 2699.603452 = -331639.099159
  nChanged 274
		SP:Iteration 3F (152882.110000 sec): 3 clusters
  Score: Raw -334564.403851 + Penalty 2699.603452 = -331864.800399
  nChanged 248
		SP:Iteration 4F (152882.280000 sec): 3 clusters
  Score: Raw -334735.682555 + Penalty 2699.603452 = -332036.079103
  nChanged 188
		SP:Iteration 5Q (152882.460000 sec): 3 clusters
  Score: Raw -334867.459102 + Penalty 2699.603452 = -332167.855650
  nChanged 155
		SP:Iteration 6Q (152882.640000 sec): 3 clusters
  Score: Raw -334967.023387 + Penalty 2699.603452 = -332267.419935
  nChanged 123
		SP:Iteration 7Q (152882.810000 sec): 3 clusters
  Score: Raw -335031.461088 + Penalty 2699.603452 = -332331.857636
  nChanged 83
		SP:Iteration 8Q (152882.990000 sec): 3 clusters
  Score: Raw -335073.509398 + Penalty 2699.603452 = -332373.905946
  nChanged 68
		SP:Iteration 9Q (152883.160000 sec): 3 clusters
  Score: Raw -335106.096297 + Penalty 2699.603452 = -332406.492845
  nChanged 52
		SP:Iteration 10Q (152883.340000 sec): 3 clusters
  Score: Raw -335125.629367 + Penalty 2699.603452 = -332426.025915
  nChanged 36
		SP:Iteration 11Q (152883.520000 sec): 3 clusters
  Score: Raw -335142.101247 + Penalty 2699.603452 = -332442.497795
  nChanged 35
		SP:Iteration 12Q (152883.690000 sec): 3 clusters
  Score: Raw -335158.989411 + Penalty 2699.603452 = -332459.385959
  nChanged 47
		SP:Iteration 13Q (152883.870000 sec): 3 clusters
  Score: Raw -335181.446998 + Penalty 2699.603452 = -332481.843546
  nChanged 38
		SP:Iteration 14Q (152884.040000 sec): 3 clusters
  Score: Raw -335201.360536 + Penalty 2699.603452 = -332501.757084
  nChanged 37
		SP:Iteration 15Q (152884.220000 sec): 3 clusters
  Score: Raw -335220.751175 + Penalty 2699.603452 = -332521.147722
  nChanged 30
		SP:Iteration 16Q (152884.400000 sec): 3 clusters
  Score: Raw -335232.535659 + Penalty 2699.603452 = -332532.932207
  nChanged 25
		SP:Iteration 17Q (152884.570000 sec): 3 clusters
  Score: Raw -335245.664108 + Penalty 2699.603452 = -332546.060656
  nChanged 19
		SP:Iteration 18Q (152884.750000 sec): 3 clusters
  Score: Raw -335253.906919 + Penalty 2699.603452 = -332554.303466
  nChanged 18
		SP:Iteration 19Q (152884.920000 sec): 3 clusters
  Score: Raw -335260.978334 + Penalty 2699.603452 = -332561.374882
  nChanged 16
		SP:Iteration 20F (152885.100000 sec): 3 clusters
  Score: Raw -335267.456408 + Penalty 2699.603452 = -332567.852956
  nChanged 14
		SP:Iteration 21Q (152885.280000 sec): 3 clusters
  Score: Raw -335274.544103 + Penalty 2699.603452 = -332574.940651
  nChanged 24
		SP:Iteration 22Q (152885.450000 sec): 3 clusters
  Score: Raw -335283.259260 + Penalty 2699.603452 = -332583.655808
  nChanged 18
		SP:Iteration 23Q (152885.630000 sec): 3 clusters
  Score: Raw -335291.382495 + Penalty 2699.603452 = -332591.779043
  nChanged 21
		SP:Iteration 24Q (152885.800000 sec): 3 clusters
  Score: Raw -335299.011821 + Penalty 2699.603452 = -332599.408369
  nChanged 16
		SP:Iteration 25Q (152885.980000 sec): 3 clusters
  Score: Raw -335306.865217 + Penalty 2699.603452 = -332607.261765
  nChanged 14
		SP:Iteration 26Q (152886.150000 sec): 3 clusters
  Score: Raw -335313.078992 + Penalty 2699.603452 = -332613.475540
  nChanged 16
		SP:Iteration 27Q (152886.330000 sec): 3 clusters
  Score: Raw -335321.042123 + Penalty 2699.603452 = -332621.438671
  nChanged 15
		SP:Iteration 28Q (152886.500000 sec): 3 clusters
  Score: Raw -335329.799840 + Penalty 2699.603452 = -332630.196388
  nChanged 18
		SP:Iteration 29Q (152886.680000 sec): 3 clusters
  Score: Raw -335340.008809 + Penalty 2699.603452 = -332640.405357
  nChanged 20
		SP:Iteration 30Q (152886.860000 sec): 3 clusters
  Score: Raw -335352.126496 + Penalty 2699.603452 = -332652.523044
  nChanged 18
		SP:Iteration 31Q (152887.030000 sec): 3 clusters
  Score: Raw -335359.607139 + Penalty 2699.603452 = -332660.003687
  nChanged 12
		SP:Iteration 32Q (152887.210000 sec): 3 clusters
  Score: Raw -335364.810164 + Penalty 2699.603452 = -332665.206712
  nChanged 8
		SP:Iteration 33Q (152887.380000 sec): 3 clusters
  Score: Raw -335367.535812 + Penalty 2699.603452 = -332667.932360
  nChanged 7
		SP:Iteration 34Q (152887.550000 sec): 3 clusters
  Score: Raw -335369.722908 + Penalty 2699.603452 = -332670.119456
  nChanged 14
		SP:Iteration 35Q (152887.710000 sec): 3 clusters
  Score: Raw -335377.520056 + Penalty 2699.603452 = -332677.916604
  nChanged 11
		SP:Iteration 36Q (152887.880000 sec): 3 clusters
  Score: Raw -335383.132549 + Penalty 2699.603452 = -332683.529097
  nChanged 11
		SP:Iteration 37Q (152888.040000 sec): 3 clusters
  Score: Raw -335388.709182 + Penalty 2699.603452 = -332689.105730
  nChanged 12
		SP:Iteration 38Q (152888.200000 sec): 3 clusters
  Score: Raw -335395.119368 + Penalty 2699.603452 = -332695.515915
  nChanged 9
		SP:Iteration 39Q (152888.280000 sec): 3 clusters
  Score: Raw -335399.565186 + Penalty 2699.603452 = -332699.961734
  nChanged 6
		SP:Iteration 40F (152888.350000 sec): 3 clusters
  Score: Raw -335402.547255 + Penalty 2699.603452 = -332702.943803
  nChanged 8
		SP:Iteration 41Q (152888.430000 sec): 3 clusters
  Score: Raw -335405.734793 + Penalty 2699.603452 = -332706.131341
  nChanged 3
		SP:Iteration 42Q (152888.500000 sec): 3 clusters
  Score: Raw -335406.976555 + Penalty 2699.603452 = -332707.373103
  nChanged 1
		SP:Iteration 43Q (152888.580000 sec): 3 clusters
  Score: Raw -335407.065953 + Penalty 2699.603452 = -332707.462501
  nChanged 0
		SP:Iteration 44F (152888.650000 sec): 3 clusters
  Score: Raw -335407.065953 + Penalty 2699.603452 = -332707.462501
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 98 (4798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152888.780000 sec): 2 clusters
  Score: Raw -462218.047761 + Penalty 1377.342597 = -460840.705164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152888.940000 sec): 3 clusters
  Score: Raw -459763.158315 + Penalty 2754.685194 = -457008.473121
  nChanged 1895
		SP:Iteration 1F (152889.020000 sec): 3 clusters
  Score: Raw -460802.930929 + Penalty 2754.685194 = -458048.245735
  nChanged 374
		SP:Iteration 2F (152889.110000 sec): 3 clusters
  Score: Raw -461022.326790 + Penalty 2754.685194 = -458267.641596
  nChanged 290
		SP:Iteration 3F (152889.200000 sec): 3 clusters
  Score: Raw -461188.269003 + Penalty 2754.685194 = -458433.583809
  nChanged 230
		SP:Iteration 4Q (152889.370000 sec): 3 clusters
  Score: Raw -461317.110396 + Penalty 2754.685194 = -458562.425202
  nChanged 192
		SP:Iteration 5Q (152889.430000 sec): 3 clusters
  Score: Raw -461419.012646 + Penalty 2754.685194 = -458664.327452
  nChanged 153
		SP:Iteration 6Q (152889.520000 sec): 3 clusters
  Score: Raw -461495.194520 + Penalty 2754.685194 = -458740.509326
  nChanged 132
		SP:Iteration 7Q (152889.720000 sec): 3 clusters
  Score: Raw -461558.295737 + Penalty 2754.685194 = -458803.610543
  nChanged 110
		SP:Iteration 8Q (152889.900000 sec): 3 clusters
  Score: Raw -461618.023107 + Penalty 2754.685194 = -458863.337913
  nChanged 115
		SP:Iteration 9Q (152890.080000 sec): 3 clusters
  Score: Raw -461676.700676 + Penalty 2754.685194 = -458922.015482
  nChanged 118
		SP:Iteration 10Q (152890.250000 sec): 3 clusters
  Score: Raw -461745.166596 + Penalty 2754.685194 = -458990.481402
  nChanged 117
		SP:Iteration 11Q (152890.360000 sec): 3 clusters
  Score: Raw -461814.609436 + Penalty 2754.685194 = -459059.924241
  nChanged 114
		SP:Iteration 12Q (152890.450000 sec): 3 clusters
  Score: Raw -461888.601080 + Penalty 2754.685194 = -459133.915886
  nChanged 122
		SP:Iteration 13Q (152890.540000 sec): 3 clusters
  Score: Raw -461969.916011 + Penalty 2754.685194 = -459215.230817
  nChanged 107
		SP:Iteration 14Q (152890.620000 sec): 3 clusters
  Score: Raw -462046.180366 + Penalty 2754.685194 = -459291.495172
  nChanged 84
		SP:Iteration 15Q (152890.710000 sec): 3 clusters
  Score: Raw -462111.196581 + Penalty 2754.685194 = -459356.511386
  nChanged 64
		SP:Iteration 16Q (152890.800000 sec): 3 clusters
  Score: Raw -462151.373973 + Penalty 2754.685194 = -459396.688779
  nChanged 53
		SP:Iteration 17Q (152890.880000 sec): 3 clusters
  Score: Raw -462190.572488 + Penalty 2754.685194 = -459435.887294
  nChanged 62
		SP:Iteration 18Q (152890.970000 sec): 3 clusters
  Score: Raw -462237.267384 + Penalty 2754.685194 = -459482.582190
  nChanged 50
		SP:Iteration 19Q (152891.060000 sec): 3 clusters
  Score: Raw -462277.983668 + Penalty 2754.685194 = -459523.298474
  nChanged 49
		SP:Iteration 20F (152891.140000 sec): 3 clusters
  Score: Raw -462310.062517 + Penalty 2754.685194 = -459555.377323
  nChanged 36
		SP:Iteration 21Q (152891.230000 sec): 3 clusters
  Score: Raw -462330.807859 + Penalty 2754.685194 = -459576.122665
  nChanged 20
		SP:Iteration 22Q (152891.320000 sec): 3 clusters
  Score: Raw -462345.530950 + Penalty 2754.685194 = -459590.845756
  nChanged 21
		SP:Iteration 23Q (152891.400000 sec): 3 clusters
  Score: Raw -462362.273157 + Penalty 2754.685194 = -459607.587963
  nChanged 24
		SP:Iteration 24Q (152891.490000 sec): 3 clusters
  Score: Raw -462384.055075 + Penalty 2754.685194 = -459629.369881
  nChanged 30
		SP:Iteration 25Q (152891.580000 sec): 3 clusters
  Score: Raw -462409.243059 + Penalty 2754.685194 = -459654.557864
  nChanged 24
		SP:Iteration 26Q (152891.670000 sec): 3 clusters
  Score: Raw -462430.784805 + Penalty 2754.685194 = -459676.099611
  nChanged 22
		SP:Iteration 27Q (152891.750000 sec): 3 clusters
  Score: Raw -462445.381411 + Penalty 2754.685194 = -459690.696217
  nChanged 13
		SP:Iteration 28Q (152891.830000 sec): 3 clusters
  Score: Raw -462457.803739 + Penalty 2754.685194 = -459703.118545
  nChanged 11
		SP:Iteration 29Q (152891.910000 sec): 3 clusters
  Score: Raw -462469.170516 + Penalty 2754.685194 = -459714.485322
  nChanged 14
		SP:Iteration 30Q (152891.990000 sec): 3 clusters
  Score: Raw -462480.821313 + Penalty 2754.685194 = -459726.136119
  nChanged 11
		SP:Iteration 31Q (152892.070000 sec): 3 clusters
  Score: Raw -462487.882124 + Penalty 2754.685194 = -459733.196930
  nChanged 9
		SP:Iteration 32Q (152892.190000 sec): 3 clusters
  Score: Raw -462494.627580 + Penalty 2754.685194 = -459739.942386
  nChanged 8
		SP:Iteration 33Q (152892.270000 sec): 3 clusters
  Score: Raw -462501.290139 + Penalty 2754.685194 = -459746.604945
  nChanged 2
		SP:Iteration 34Q (152892.350000 sec): 3 clusters
  Score: Raw -462502.042329 + Penalty 2754.685194 = -459747.357135
  nChanged 2
		SP:Iteration 35Q (152892.430000 sec): 3 clusters
  Score: Raw -462503.502812 + Penalty 2754.685194 = -459748.817618
  nChanged 3
		SP:Iteration 36Q (152892.510000 sec): 3 clusters
  Score: Raw -462506.401289 + Penalty 2754.685194 = -459751.716095
  nChanged 2
		SP:Iteration 37Q (152892.590000 sec): 3 clusters
  Score: Raw -462507.180360 + Penalty 2754.685194 = -459752.495166
  nChanged 2
		SP:Iteration 38Q (152892.670000 sec): 3 clusters
  Score: Raw -462509.210599 + Penalty 2754.685194 = -459754.525405
  nChanged 2
		SP:Iteration 39Q (152892.750000 sec): 3 clusters
  Score: Raw -462511.948307 + Penalty 2754.685194 = -459757.263113
  nChanged 5
		SP:Iteration 40F (152892.840000 sec): 3 clusters
  Score: Raw -462514.329176 + Penalty 2754.685194 = -459759.643982
  nChanged 1
		SP:Iteration 41Q (152892.920000 sec): 3 clusters
  Score: Raw -462515.403937 + Penalty 2754.685194 = -459760.718743
  nChanged 1
		SP:Iteration 42Q (152893.000000 sec): 3 clusters
  Score: Raw -462516.221194 + Penalty 2754.685194 = -459761.536000
  nChanged 1
		SP:Iteration 43Q (152893.080000 sec): 3 clusters
  Score: Raw -462517.663752 + Penalty 2754.685194 = -459762.978558
  nChanged 2
		SP:Iteration 44Q (152893.160000 sec): 3 clusters
  Score: Raw -462518.784682 + Penalty 2754.685194 = -459764.099488
  nChanged 2
		SP:Iteration 45Q (152893.240000 sec): 3 clusters
  Score: Raw -462519.951009 + Penalty 2754.685194 = -459765.265815
  nChanged 1
		SP:Iteration 46Q (152893.320000 sec): 3 clusters
  Score: Raw -462520.577112 + Penalty 2754.685194 = -459765.891918
  nChanged 0
		SP:Iteration 47F (152893.410000 sec): 3 clusters
  Score: Raw -462520.577112 + Penalty 2754.685194 = -459765.891918
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 99 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152893.460000 sec): 2 clusters
  Score: Raw -100665.683358 + Penalty 1144.371503 = -99521.311855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152893.490000 sec): 3 clusters
  Score: Raw -100260.941396 + Penalty 2288.743006 = -97972.198390
  nChanged 348
		SP:Iteration 1F (152893.520000 sec): 3 clusters
  Score: Raw -100530.889336 + Penalty 2288.743006 = -98242.146330
  nChanged 95
		SP:Iteration 2F (152893.540000 sec): 3 clusters
  Score: Raw -100617.181773 + Penalty 2288.743006 = -98328.438767
  nChanged 46
		SP:Iteration 3Q (152893.570000 sec): 3 clusters
  Score: Raw -100658.229048 + Penalty 2288.743006 = -98369.486042
  nChanged 31
		SP:Iteration 4Q (152893.600000 sec): 3 clusters
  Score: Raw -100685.998716 + Penalty 2288.743006 = -98397.255711
  nChanged 20
		SP:Iteration 5Q (152893.620000 sec): 3 clusters
  Score: Raw -100707.632662 + Penalty 2288.743006 = -98418.889656
  nChanged 13
		SP:Iteration 6Q (152893.650000 sec): 3 clusters
  Score: Raw -100714.527774 + Penalty 2288.743006 = -98425.784768
  nChanged 8
		SP:Iteration 7Q (152893.680000 sec): 3 clusters
  Score: Raw -100721.308435 + Penalty 2288.743006 = -98432.565429
  nChanged 7
		SP:Iteration 8Q (152893.710000 sec): 3 clusters
  Score: Raw -100725.217307 + Penalty 2288.743006 = -98436.474301
  nChanged 4
		SP:Iteration 9Q (152893.730000 sec): 3 clusters
  Score: Raw -100727.442580 + Penalty 2288.743006 = -98438.699574
  nChanged 4
		SP:Iteration 10Q (152893.760000 sec): 3 clusters
  Score: Raw -100730.567728 + Penalty 2288.743006 = -98441.824722
  nChanged 2
		SP:Iteration 11Q (152893.790000 sec): 3 clusters
  Score: Raw -100733.088349 + Penalty 2288.743006 = -98444.345343
  nChanged 4
		SP:Iteration 12Q (152893.810000 sec): 3 clusters
  Score: Raw -100736.414212 + Penalty 2288.743006 = -98447.671206
  nChanged 6
		SP:Iteration 13Q (152893.840000 sec): 3 clusters
  Score: Raw -100742.389037 + Penalty 2288.743006 = -98453.646031
  nChanged 7
		SP:Iteration 14Q (152893.870000 sec): 3 clusters
  Score: Raw -100747.874113 + Penalty 2288.743006 = -98459.131107
  nChanged 5
		SP:Iteration 15Q (152893.890000 sec): 3 clusters
  Score: Raw -100752.656577 + Penalty 2288.743006 = -98463.913571
  nChanged 2
		SP:Iteration 16Q (152893.920000 sec): 3 clusters
  Score: Raw -100753.970040 + Penalty 2288.743006 = -98465.227034
  nChanged 1
		SP:Iteration 17Q (152893.950000 sec): 3 clusters
  Score: Raw -100755.039663 + Penalty 2288.743006 = -98466.296657
  nChanged 2
		SP:Iteration 18Q (152893.970000 sec): 3 clusters
  Score: Raw -100756.312449 + Penalty 2288.743006 = -98467.569444
  nChanged 4
		SP:Iteration 19Q (152894.000000 sec): 3 clusters
  Score: Raw -100758.123299 + Penalty 2288.743006 = -98469.380293
  nChanged 1
		SP:Iteration 20F (152894.030000 sec): 3 clusters
  Score: Raw -100759.069565 + Penalty 2288.743006 = -98470.326559
  nChanged 2
		SP:Iteration 21Q (152894.050000 sec): 3 clusters
  Score: Raw -100760.247712 + Penalty 2288.743006 = -98471.504706
  nChanged 1
		SP:Iteration 22Q (152894.080000 sec): 3 clusters
  Score: Raw -100760.845625 + Penalty 2288.743006 = -98472.102619
  nChanged 2
		SP:Iteration 23Q (152894.110000 sec): 3 clusters
  Score: Raw -100761.798514 + Penalty 2288.743006 = -98473.055508
  nChanged 1
		SP:Iteration 24Q (152894.130000 sec): 3 clusters
  Score: Raw -100762.394615 + Penalty 2288.743006 = -98473.651609
  nChanged 0
		SP:Iteration 25F (152894.160000 sec): 3 clusters
  Score: Raw -100762.394615 + Penalty 2288.743006 = -98473.651609
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 100 (6215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152894.250000 sec): 2 clusters
  Score: Raw -531622.001276 + Penalty 1419.392163 = -530202.609113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152894.470000 sec): 3 clusters
  Score: Raw -528335.828286 + Penalty 2838.784326 = -525497.043960
  nChanged 2570
		SP:Iteration 1F (152894.660000 sec): 3 clusters
  Score: Raw -529882.655209 + Penalty 2838.784326 = -527043.870883
  nChanged 524
		SP:Iteration 2F (152894.760000 sec): 3 clusters
  Score: Raw -530218.481498 + Penalty 2838.784326 = -527379.697171
  nChanged 388
		SP:Iteration 3F (152894.980000 sec): 3 clusters
  Score: Raw -530448.538825 + Penalty 2838.784326 = -527609.754499
  nChanged 337
		SP:Iteration 4F (152895.110000 sec): 3 clusters
  Score: Raw -530639.447342 + Penalty 2838.784326 = -527800.663016
  nChanged 245
		SP:Iteration 5Q (152895.320000 sec): 3 clusters
  Score: Raw -530766.716775 + Penalty 2838.784326 = -527927.932449
  nChanged 206
		SP:Iteration 6Q (152895.530000 sec): 3 clusters
  Score: Raw -530878.997054 + Penalty 2838.784326 = -528040.212728
  nChanged 195
		SP:Iteration 7Q (152895.640000 sec): 3 clusters
  Score: Raw -531002.911700 + Penalty 2838.784326 = -528164.127374
  nChanged 231
		SP:Iteration 8Q (152895.820000 sec): 3 clusters
  Score: Raw -531167.284500 + Penalty 2838.784326 = -528328.500174
  nChanged 254
		SP:Iteration 9Q (152896.020000 sec): 3 clusters
  Score: Raw -531330.894960 + Penalty 2838.784326 = -528492.110634
  nChanged 232
		SP:Iteration 10Q (152896.220000 sec): 3 clusters
  Score: Raw -531476.966871 + Penalty 2838.784326 = -528638.182545
  nChanged 204
		SP:Iteration 11Q (152896.410000 sec): 3 clusters
  Score: Raw -531618.872372 + Penalty 2838.784326 = -528780.088046
  nChanged 191
		SP:Iteration 12Q (152896.610000 sec): 3 clusters
  Score: Raw -531755.270089 + Penalty 2838.784326 = -528916.485763
  nChanged 178
		SP:Iteration 13Q (152896.810000 sec): 3 clusters
  Score: Raw -531870.235874 + Penalty 2838.784326 = -529031.451548
  nChanged 163
		SP:Iteration 14Q (152897.010000 sec): 3 clusters
  Score: Raw -531956.962617 + Penalty 2838.784326 = -529118.178291
  nChanged 125
		SP:Iteration 15Q (152897.200000 sec): 3 clusters
  Score: Raw -532021.063881 + Penalty 2838.784326 = -529182.279555
  nChanged 98
		SP:Iteration 16Q (152897.400000 sec): 3 clusters
  Score: Raw -532067.339361 + Penalty 2838.784326 = -529228.555034
  nChanged 77
		SP:Iteration 17Q (152897.600000 sec): 3 clusters
  Score: Raw -532104.374106 + Penalty 2838.784326 = -529265.589780
  nChanged 81
		SP:Iteration 18Q (152897.800000 sec): 3 clusters
  Score: Raw -532137.386186 + Penalty 2838.784326 = -529298.601860
  nChanged 67
		SP:Iteration 19Q (152897.990000 sec): 3 clusters
  Score: Raw -532163.870143 + Penalty 2838.784326 = -529325.085817
  nChanged 61
		SP:Iteration 20F (152898.190000 sec): 3 clusters
  Score: Raw -532190.343420 + Penalty 2838.784326 = -529351.559093
  nChanged 38
		SP:Iteration 21Q (152898.400000 sec): 3 clusters
  Score: Raw -532202.284971 + Penalty 2838.784326 = -529363.500644
  nChanged 28
		SP:Iteration 22Q (152898.610000 sec): 3 clusters
  Score: Raw -532211.422315 + Penalty 2838.784326 = -529372.637989
  nChanged 33
		SP:Iteration 23Q (152898.680000 sec): 3 clusters
  Score: Raw -532223.643903 + Penalty 2838.784326 = -529384.859577
  nChanged 32
		SP:Iteration 24Q (152898.820000 sec): 3 clusters
  Score: Raw -532233.153340 + Penalty 2838.784326 = -529394.369013
  nChanged 28
		SP:Iteration 25Q (152899.000000 sec): 3 clusters
  Score: Raw -532244.291900 + Penalty 2838.784326 = -529405.507574
  nChanged 30
		SP:Iteration 26Q (152899.200000 sec): 3 clusters
  Score: Raw -532259.800619 + Penalty 2838.784326 = -529421.016292
  nChanged 32
		SP:Iteration 27Q (152899.420000 sec): 3 clusters
  Score: Raw -532271.682637 + Penalty 2838.784326 = -529432.898311
  nChanged 24
		SP:Iteration 28Q (152899.630000 sec): 3 clusters
  Score: Raw -532279.115161 + Penalty 2838.784326 = -529440.330834
  nChanged 22
		SP:Iteration 29Q (152899.770000 sec): 3 clusters
  Score: Raw -532284.501455 + Penalty 2838.784326 = -529445.717129
  nChanged 16
		SP:Iteration 30Q (152899.880000 sec): 3 clusters
  Score: Raw -532287.974911 + Penalty 2838.784326 = -529449.190585
  nChanged 16
		SP:Iteration 31Q (152900.090000 sec): 3 clusters
  Score: Raw -532293.519817 + Penalty 2838.784326 = -529454.735491
  nChanged 19
		SP:Iteration 32Q (152900.220000 sec): 3 clusters
  Score: Raw -532300.961840 + Penalty 2838.784326 = -529462.177514
  nChanged 32
		SP:Iteration 33Q (152900.440000 sec): 3 clusters
  Score: Raw -532311.190820 + Penalty 2838.784326 = -529472.406493
  nChanged 30
		SP:Iteration 34Q (152900.650000 sec): 3 clusters
  Score: Raw -532319.374991 + Penalty 2838.784326 = -529480.590665
  nChanged 18
		SP:Iteration 35Q (152900.860000 sec): 3 clusters
  Score: Raw -532323.524699 + Penalty 2838.784326 = -529484.740372
  nChanged 14
		SP:Iteration 36Q (152901.070000 sec): 3 clusters
  Score: Raw -532327.123555 + Penalty 2838.784326 = -529488.339229
  nChanged 16
		SP:Iteration 37Q (152901.280000 sec): 3 clusters
  Score: Raw -532331.002162 + Penalty 2838.784326 = -529492.217835
  nChanged 10
		SP:Iteration 38Q (152901.490000 sec): 3 clusters
  Score: Raw -532334.001607 + Penalty 2838.784326 = -529495.217280
  nChanged 12
		SP:Iteration 39Q (152901.700000 sec): 3 clusters
  Score: Raw -532336.662500 + Penalty 2838.784326 = -529497.878174
  nChanged 8
		SP:Iteration 40F (152901.910000 sec): 3 clusters
  Score: Raw -532337.700888 + Penalty 2838.784326 = -529498.916561
  nChanged 4
		SP:Iteration 41Q (152902.080000 sec): 3 clusters
  Score: Raw -532338.168813 + Penalty 2838.784326 = -529499.384487
  nChanged 4
		SP:Iteration 42Q (152902.290000 sec): 3 clusters
  Score: Raw -532338.624425 + Penalty 2838.784326 = -529499.840099
  nChanged 1
		SP:Iteration 43Q (152902.500000 sec): 3 clusters
  Score: Raw -532338.773907 + Penalty 2838.784326 = -529499.989581
  nChanged 2
		SP:Iteration 44Q (152902.710000 sec): 3 clusters
  Score: Raw -532338.916872 + Penalty 2838.784326 = -529500.132546
  nChanged 3
		SP:Iteration 45Q (152902.920000 sec): 3 clusters
  Score: Raw -532339.133714 + Penalty 2838.784326 = -529500.349388
  nChanged 1
		SP:Iteration 46Q (152903.130000 sec): 3 clusters
  Score: Raw -532339.278311 + Penalty 2838.784326 = -529500.493984
  nChanged 1
		SP:Iteration 47Q (152903.340000 sec): 3 clusters
  Score: Raw -532339.423248 + Penalty 2838.784326 = -529500.638922
  nChanged 0
		SP:Iteration 48F (152903.550000 sec): 3 clusters
  Score: Raw -532339.423248 + Penalty 2838.784326 = -529500.638922
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 101 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152903.630000 sec): 2 clusters
  Score: Raw -134279.230268 + Penalty 1174.613123 = -133104.617145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152903.800000 sec): 3 clusters
  Score: Raw -133767.104145 + Penalty 2349.226247 = -131417.877898
  nChanged 443
		SP:Iteration 1F (152903.980000 sec): 3 clusters
  Score: Raw -134085.741389 + Penalty 2349.226247 = -131736.515143
  nChanged 84
		SP:Iteration 2F (152904.160000 sec): 3 clusters
  Score: Raw -134162.078636 + Penalty 2349.226247 = -131812.852389
  nChanged 53
		SP:Iteration 3Q (152904.330000 sec): 3 clusters
  Score: Raw -134207.849736 + Penalty 2349.226247 = -131858.623489
  nChanged 46
		SP:Iteration 4Q (152904.510000 sec): 3 clusters
  Score: Raw -134242.648117 + Penalty 2349.226247 = -131893.421870
  nChanged 31
		SP:Iteration 5Q (152904.680000 sec): 3 clusters
  Score: Raw -134264.317978 + Penalty 2349.226247 = -131915.091731
  nChanged 21
		SP:Iteration 6Q (152904.860000 sec): 3 clusters
  Score: Raw -134278.083306 + Penalty 2349.226247 = -131928.857059
  nChanged 17
		SP:Iteration 7Q (152904.960000 sec): 3 clusters
  Score: Raw -134287.766451 + Penalty 2349.226247 = -131938.540204
  nChanged 11
		SP:Iteration 8Q (152904.990000 sec): 3 clusters
  Score: Raw -134293.656779 + Penalty 2349.226247 = -131944.430532
  nChanged 7
		SP:Iteration 9Q (152905.020000 sec): 3 clusters
  Score: Raw -134297.366559 + Penalty 2349.226247 = -131948.140312
  nChanged 11
		SP:Iteration 10Q (152905.050000 sec): 3 clusters
  Score: Raw -134302.942408 + Penalty 2349.226247 = -131953.716161
  nChanged 6
		SP:Iteration 11Q (152905.080000 sec): 3 clusters
  Score: Raw -134306.508381 + Penalty 2349.226247 = -131957.282134
  nChanged 6
		SP:Iteration 12Q (152905.110000 sec): 3 clusters
  Score: Raw -134312.122972 + Penalty 2349.226247 = -131962.896726
  nChanged 9
		SP:Iteration 13Q (152905.140000 sec): 3 clusters
  Score: Raw -134316.683782 + Penalty 2349.226247 = -131967.457535
  nChanged 9
		SP:Iteration 14Q (152905.180000 sec): 3 clusters
  Score: Raw -134321.193959 + Penalty 2349.226247 = -131971.967712
  nChanged 7
		SP:Iteration 15Q (152905.210000 sec): 3 clusters
  Score: Raw -134324.322828 + Penalty 2349.226247 = -131975.096582
  nChanged 10
		SP:Iteration 16Q (152905.240000 sec): 3 clusters
  Score: Raw -134332.097084 + Penalty 2349.226247 = -131982.870837
  nChanged 14
		SP:Iteration 17Q (152905.270000 sec): 3 clusters
  Score: Raw -134343.308336 + Penalty 2349.226247 = -131994.082090
  nChanged 16
		SP:Iteration 18Q (152905.300000 sec): 3 clusters
  Score: Raw -134356.200164 + Penalty 2349.226247 = -132006.973917
  nChanged 17
		SP:Iteration 19Q (152905.340000 sec): 3 clusters
  Score: Raw -134367.989974 + Penalty 2349.226247 = -132018.763728
  nChanged 16
		SP:Iteration 20F (152905.480000 sec): 3 clusters
  Score: Raw -134376.898839 + Penalty 2349.226247 = -132027.672592
  nChanged 12
		SP:Iteration 21Q (152905.580000 sec): 3 clusters
  Score: Raw -134383.630230 + Penalty 2349.226247 = -132034.403983
  nChanged 11
		SP:Iteration 22Q (152905.600000 sec): 3 clusters
  Score: Raw -134389.773081 + Penalty 2349.226247 = -132040.546835
  nChanged 10
		SP:Iteration 23Q (152905.640000 sec): 3 clusters
  Score: Raw -134394.939343 + Penalty 2349.226247 = -132045.713096
  nChanged 11
		SP:Iteration 24Q (152905.670000 sec): 3 clusters
  Score: Raw -134401.160126 + Penalty 2349.226247 = -132051.933879
  nChanged 11
		SP:Iteration 25Q (152905.700000 sec): 3 clusters
  Score: Raw -134406.953420 + Penalty 2349.226247 = -132057.727173
  nChanged 11
		SP:Iteration 26Q (152905.730000 sec): 3 clusters
  Score: Raw -134413.962094 + Penalty 2349.226247 = -132064.735848
  nChanged 8
		SP:Iteration 27Q (152905.760000 sec): 3 clusters
  Score: Raw -134420.472258 + Penalty 2349.226247 = -132071.246011
  nChanged 6
		SP:Iteration 28Q (152905.800000 sec): 3 clusters
  Score: Raw -134425.058889 + Penalty 2349.226247 = -132075.832642
  nChanged 4
		SP:Iteration 29Q (152905.830000 sec): 3 clusters
  Score: Raw -134429.646575 + Penalty 2349.226247 = -132080.420328
  nChanged 6
		SP:Iteration 30Q (152905.860000 sec): 3 clusters
  Score: Raw -134432.605477 + Penalty 2349.226247 = -132083.379230
  nChanged 2
		SP:Iteration 31Q (152905.890000 sec): 3 clusters
  Score: Raw -134433.408856 + Penalty 2349.226247 = -132084.182609
  nChanged 3
		SP:Iteration 32Q (152905.920000 sec): 3 clusters
  Score: Raw -134435.978559 + Penalty 2349.226247 = -132086.752312
  nChanged 1
		SP:Iteration 33Q (152905.960000 sec): 3 clusters
  Score: Raw -134436.515493 + Penalty 2349.226247 = -132087.289246
  nChanged 0
		SP:Iteration 34F (152905.990000 sec): 3 clusters
  Score: Raw -134436.515493 + Penalty 2349.226247 = -132087.289246
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 102 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152906.040000 sec): 2 clusters
  Score: Raw -143340.224199 + Penalty 1217.935263 = -142122.288936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152906.080000 sec): 3 clusters
  Score: Raw -142600.756742 + Penalty 2435.870526 = -140164.886216
  nChanged 625
		SP:Iteration 1F (152906.120000 sec): 3 clusters
  Score: Raw -143086.301829 + Penalty 2435.870526 = -140650.431303
  nChanged 177
		SP:Iteration 2F (152906.160000 sec): 3 clusters
  Score: Raw -143282.010210 + Penalty 2435.870526 = -140846.139684
  nChanged 121
		SP:Iteration 3F (152906.200000 sec): 3 clusters
  Score: Raw -143403.238648 + Penalty 2435.870526 = -140967.368122
  nChanged 82
		SP:Iteration 4Q (152906.240000 sec): 3 clusters
  Score: Raw -143489.710560 + Penalty 2435.870526 = -141053.840034
  nChanged 51
		SP:Iteration 5Q (152906.280000 sec): 3 clusters
  Score: Raw -143535.048678 + Penalty 2435.870526 = -141099.178152
  nChanged 35
		SP:Iteration 6Q (152906.320000 sec): 3 clusters
  Score: Raw -143560.803952 + Penalty 2435.870526 = -141124.933426
  nChanged 27
		SP:Iteration 7Q (152906.360000 sec): 3 clusters
  Score: Raw -143582.280009 + Penalty 2435.870526 = -141146.409483
  nChanged 32
		SP:Iteration 8Q (152906.520000 sec): 3 clusters
  Score: Raw -143611.101219 + Penalty 2435.870526 = -141175.230693
  nChanged 45
		SP:Iteration 9Q (152906.690000 sec): 3 clusters
  Score: Raw -143650.872643 + Penalty 2435.870526 = -141215.002117
  nChanged 39
		SP:Iteration 10Q (152906.860000 sec): 3 clusters
  Score: Raw -143713.367596 + Penalty 2435.870526 = -141277.497070
  nChanged 47
		SP:Iteration 11Q (152907.000000 sec): 3 clusters
  Score: Raw -143775.280853 + Penalty 2435.870526 = -141339.410327
  nChanged 41
		SP:Iteration 12Q (152907.040000 sec): 3 clusters
  Score: Raw -143815.796358 + Penalty 2435.870526 = -141379.925832
  nChanged 30
		SP:Iteration 13Q (152907.080000 sec): 3 clusters
  Score: Raw -143845.168082 + Penalty 2435.870526 = -141409.297556
  nChanged 33
		SP:Iteration 14Q (152907.110000 sec): 3 clusters
  Score: Raw -143884.674019 + Penalty 2435.870526 = -141448.803493
  nChanged 25
		SP:Iteration 15Q (152907.140000 sec): 3 clusters
  Score: Raw -143905.273333 + Penalty 2435.870526 = -141469.402807
  nChanged 23
		SP:Iteration 16Q (152907.180000 sec): 3 clusters
  Score: Raw -143924.343029 + Penalty 2435.870526 = -141488.472503
  nChanged 12
		SP:Iteration 17Q (152907.210000 sec): 3 clusters
  Score: Raw -143932.350116 + Penalty 2435.870526 = -141496.479590
  nChanged 9
		SP:Iteration 18Q (152907.240000 sec): 3 clusters
  Score: Raw -143939.365069 + Penalty 2435.870526 = -141503.494543
  nChanged 12
		SP:Iteration 19Q (152907.280000 sec): 3 clusters
  Score: Raw -143948.396639 + Penalty 2435.870526 = -141512.526113
  nChanged 10
		SP:Iteration 20F (152907.320000 sec): 3 clusters
  Score: Raw -143955.727279 + Penalty 2435.870526 = -141519.856753
  nChanged 7
		SP:Iteration 21Q (152907.350000 sec): 3 clusters
  Score: Raw -143961.414118 + Penalty 2435.870526 = -141525.543592
  nChanged 6
		SP:Iteration 22Q (152907.380000 sec): 3 clusters
  Score: Raw -143964.777457 + Penalty 2435.870526 = -141528.906931
  nChanged 2
		SP:Iteration 23Q (152907.420000 sec): 3 clusters
  Score: Raw -143965.563153 + Penalty 2435.870526 = -141529.692627
  nChanged 2
		SP:Iteration 24Q (152907.450000 sec): 3 clusters
  Score: Raw -143966.169873 + Penalty 2435.870526 = -141530.299347
  nChanged 1
		SP:Iteration 25Q (152907.480000 sec): 3 clusters
  Score: Raw -143966.820659 + Penalty 2435.870526 = -141530.950133
  nChanged 1
		SP:Iteration 26Q (152907.600000 sec): 3 clusters
  Score: Raw -143967.045310 + Penalty 2435.870526 = -141531.174784
  nChanged 0
		SP:Iteration 27F (152907.630000 sec): 3 clusters
  Score: Raw -143967.045310 + Penalty 2435.870526 = -141531.174784
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 103 (3823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152907.700000 sec): 2 clusters
  Score: Raw -276867.191548 + Penalty 1340.428494 = -275526.763054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152907.780000 sec): 3 clusters
  Score: Raw -275038.668469 + Penalty 2680.856988 = -272357.811481
  nChanged 1477
		SP:Iteration 1F (152907.860000 sec): 3 clusters
  Score: Raw -276134.703248 + Penalty 2680.856988 = -273453.846259
  nChanged 383
		SP:Iteration 2F (152907.930000 sec): 3 clusters
  Score: Raw -276507.064512 + Penalty 2680.856988 = -273826.207523
  nChanged 295
		SP:Iteration 3F (152908.010000 sec): 3 clusters
  Score: Raw -276798.002080 + Penalty 2680.856988 = -274117.145091
  nChanged 226
		SP:Iteration 4F (152908.090000 sec): 3 clusters
  Score: Raw -276985.700435 + Penalty 2680.856988 = -274304.843447
  nChanged 168
		SP:Iteration 5Q (152908.160000 sec): 3 clusters
  Score: Raw -277121.596038 + Penalty 2680.856988 = -274440.739049
  nChanged 157
		SP:Iteration 6Q (152908.230000 sec): 3 clusters
  Score: Raw -277233.090358 + Penalty 2680.856988 = -274552.233369
  nChanged 111
		SP:Iteration 7Q (152908.310000 sec): 3 clusters
  Score: Raw -277301.618947 + Penalty 2680.856988 = -274620.761959
  nChanged 85
		SP:Iteration 8Q (152908.380000 sec): 3 clusters
  Score: Raw -277339.156388 + Penalty 2680.856988 = -274658.299399
  nChanged 61
		SP:Iteration 9Q (152908.460000 sec): 3 clusters
  Score: Raw -277371.790899 + Penalty 2680.856988 = -274690.933911
  nChanged 58
		SP:Iteration 10Q (152908.530000 sec): 3 clusters
  Score: Raw -277395.541304 + Penalty 2680.856988 = -274714.684315
  nChanged 38
		SP:Iteration 11Q (152908.610000 sec): 3 clusters
  Score: Raw -277410.586249 + Penalty 2680.856988 = -274729.729260
  nChanged 28
		SP:Iteration 12Q (152908.680000 sec): 3 clusters
  Score: Raw -277419.850544 + Penalty 2680.856988 = -274738.993556
  nChanged 23
		SP:Iteration 13Q (152908.750000 sec): 3 clusters
  Score: Raw -277427.686481 + Penalty 2680.856988 = -274746.829492
  nChanged 23
		SP:Iteration 14Q (152908.830000 sec): 3 clusters
  Score: Raw -277435.559803 + Penalty 2680.856988 = -274754.702814
  nChanged 18
		SP:Iteration 15Q (152908.900000 sec): 3 clusters
  Score: Raw -277439.115106 + Penalty 2680.856988 = -274758.258118
  nChanged 9
		SP:Iteration 16Q (152908.970000 sec): 3 clusters
  Score: Raw -277441.894158 + Penalty 2680.856988 = -274761.037170
  nChanged 6
		SP:Iteration 17Q (152909.050000 sec): 3 clusters
  Score: Raw -277443.058667 + Penalty 2680.856988 = -274762.201678
  nChanged 5
		SP:Iteration 18Q (152909.120000 sec): 3 clusters
  Score: Raw -277444.323954 + Penalty 2680.856988 = -274763.466966
  nChanged 4
		SP:Iteration 19Q (152909.190000 sec): 3 clusters
  Score: Raw -277445.039444 + Penalty 2680.856988 = -274764.182456
  nChanged 0
		SP:Iteration 20F (152909.270000 sec): 3 clusters
  Score: Raw -277445.039444 + Penalty 2680.856988 = -274764.182456
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 104 (8614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152909.390000 sec): 2 clusters
  Score: Raw -816583.586650 + Penalty 1472.435911 = -815111.150739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152909.600000 sec): 3 clusters
  Score: Raw -811841.897467 + Penalty 2944.871821 = -808897.025645
  nChanged 3655
		SP:Iteration 1F (152909.790000 sec): 3 clusters
  Score: Raw -814102.984241 + Penalty 2944.871821 = -811158.112420
  nChanged 709
		SP:Iteration 2F (152909.910000 sec): 3 clusters
  Score: Raw -814530.874866 + Penalty 2944.871821 = -811586.003045
  nChanged 587
		SP:Iteration 3F (152910.050000 sec): 3 clusters
  Score: Raw -814897.151682 + Penalty 2944.871821 = -811952.279860
  nChanged 466
		SP:Iteration 4F (152910.190000 sec): 3 clusters
  Score: Raw -815179.781655 + Penalty 2944.871821 = -812234.909834
  nChanged 392
		SP:Iteration 5Q (152910.410000 sec): 3 clusters
  Score: Raw -815398.886642 + Penalty 2944.871821 = -812454.014820
  nChanged 330
		SP:Iteration 6Q (152910.600000 sec): 3 clusters
  Score: Raw -815583.912455 + Penalty 2944.871821 = -812639.040634
  nChanged 278
		SP:Iteration 7Q (152910.800000 sec): 3 clusters
  Score: Raw -815732.749565 + Penalty 2944.871821 = -812787.877743
  nChanged 262
		SP:Iteration 8Q (152910.990000 sec): 3 clusters
  Score: Raw -815876.099942 + Penalty 2944.871821 = -812931.228121
  nChanged 206
		SP:Iteration 9Q (152911.190000 sec): 3 clusters
  Score: Raw -815977.808833 + Penalty 2944.871821 = -813032.937012
  nChanged 176
		SP:Iteration 10Q (152911.380000 sec): 3 clusters
  Score: Raw -816065.629459 + Penalty 2944.871821 = -813120.757638
  nChanged 155
		SP:Iteration 11Q (152911.580000 sec): 3 clusters
  Score: Raw -816146.590553 + Penalty 2944.871821 = -813201.718732
  nChanged 148
		SP:Iteration 12Q (152911.770000 sec): 3 clusters
  Score: Raw -816232.501547 + Penalty 2944.871821 = -813287.629726
  nChanged 147
		SP:Iteration 13Q (152911.970000 sec): 3 clusters
  Score: Raw -816329.500748 + Penalty 2944.871821 = -813384.628927
  nChanged 156
		SP:Iteration 14Q (152912.160000 sec): 3 clusters
  Score: Raw -816434.255188 + Penalty 2944.871821 = -813489.383366
  nChanged 115
		SP:Iteration 15Q (152912.360000 sec): 3 clusters
  Score: Raw -816513.513370 + Penalty 2944.871821 = -813568.641549
  nChanged 82
		SP:Iteration 16Q (152912.550000 sec): 3 clusters
  Score: Raw -816564.416558 + Penalty 2944.871821 = -813619.544737
  nChanged 65
		SP:Iteration 17Q (152912.750000 sec): 3 clusters
  Score: Raw -816606.382201 + Penalty 2944.871821 = -813661.510379
  nChanged 46
		SP:Iteration 18Q (152912.940000 sec): 3 clusters
  Score: Raw -816634.361733 + Penalty 2944.871821 = -813689.489912
  nChanged 30
		SP:Iteration 19Q (152913.140000 sec): 3 clusters
  Score: Raw -816652.673458 + Penalty 2944.871821 = -813707.801637
  nChanged 24
		SP:Iteration 20F (152913.340000 sec): 3 clusters
  Score: Raw -816667.626132 + Penalty 2944.871821 = -813722.754311
  nChanged 24
		SP:Iteration 21Q (152913.530000 sec): 3 clusters
  Score: Raw -816685.182274 + Penalty 2944.871821 = -813740.310452
  nChanged 25
		SP:Iteration 22Q (152913.720000 sec): 3 clusters
  Score: Raw -816703.995305 + Penalty 2944.871821 = -813759.123483
  nChanged 25
		SP:Iteration 23Q (152913.920000 sec): 3 clusters
  Score: Raw -816718.947677 + Penalty 2944.871821 = -813774.075855
  nChanged 16
		SP:Iteration 24Q (152914.120000 sec): 3 clusters
  Score: Raw -816730.442705 + Penalty 2944.871821 = -813785.570884
  nChanged 13
		SP:Iteration 25Q (152914.310000 sec): 3 clusters
  Score: Raw -816742.886940 + Penalty 2944.871821 = -813798.015119
  nChanged 14
		SP:Iteration 26Q (152914.510000 sec): 3 clusters
  Score: Raw -816752.101346 + Penalty 2944.871821 = -813807.229524
  nChanged 13
		SP:Iteration 27Q (152914.700000 sec): 3 clusters
  Score: Raw -816759.222281 + Penalty 2944.871821 = -813814.350459
  nChanged 6
		SP:Iteration 28Q (152914.900000 sec): 3 clusters
  Score: Raw -816762.305929 + Penalty 2944.871821 = -813817.434107
  nChanged 3
		SP:Iteration 29Q (152915.100000 sec): 3 clusters
  Score: Raw -816764.350055 + Penalty 2944.871821 = -813819.478234
  nChanged 2
		SP:Iteration 30Q (152915.290000 sec): 3 clusters
  Score: Raw -816765.668830 + Penalty 2944.871821 = -813820.797009
  nChanged 2
		SP:Iteration 31Q (152915.480000 sec): 3 clusters
  Score: Raw -816766.356993 + Penalty 2944.871821 = -813821.485172
  nChanged 2
		SP:Iteration 32Q (152915.680000 sec): 3 clusters
  Score: Raw -816768.302790 + Penalty 2944.871821 = -813823.430968
  nChanged 1
		SP:Iteration 33Q (152915.880000 sec): 3 clusters
  Score: Raw -816768.973713 + Penalty 2944.871821 = -813824.101892
  nChanged 0
		SP:Iteration 34F (152916.070000 sec): 3 clusters
  Score: Raw -816768.973713 + Penalty 2944.871821 = -813824.101892
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 105 (3514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152916.170000 sec): 2 clusters
  Score: Raw -274874.738983 + Penalty 1326.732919 = -273548.006064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152916.340000 sec): 3 clusters
  Score: Raw -273106.746887 + Penalty 2653.465837 = -270453.281050
  nChanged 1367
		SP:Iteration 1F (152916.520000 sec): 3 clusters
  Score: Raw -273961.232957 + Penalty 2653.465837 = -271307.767120
  nChanged 323
		SP:Iteration 2F (152916.700000 sec): 3 clusters
  Score: Raw -274180.802591 + Penalty 2653.465837 = -271527.336753
  nChanged 233
		SP:Iteration 3F (152916.870000 sec): 3 clusters
  Score: Raw -274362.064092 + Penalty 2653.465837 = -271708.598255
  nChanged 195
		SP:Iteration 4F (152917.050000 sec): 3 clusters
  Score: Raw -274548.349544 + Penalty 2653.465837 = -271894.883706
  nChanged 168
		SP:Iteration 5Q (152917.220000 sec): 3 clusters
  Score: Raw -274744.460723 + Penalty 2653.465837 = -272090.994886
  nChanged 158
		SP:Iteration 6Q (152917.440000 sec): 3 clusters
  Score: Raw -274902.948274 + Penalty 2653.465837 = -272249.482437
  nChanged 133
		SP:Iteration 7Q (152917.620000 sec): 3 clusters
  Score: Raw -275019.747257 + Penalty 2653.465837 = -272366.281420
  nChanged 109
		SP:Iteration 8Q (152917.790000 sec): 3 clusters
  Score: Raw -275098.802179 + Penalty 2653.465837 = -272445.336341
  nChanged 82
		SP:Iteration 9Q (152917.860000 sec): 3 clusters
  Score: Raw -275146.847617 + Penalty 2653.465837 = -272493.381779
  nChanged 63
		SP:Iteration 10Q (152917.930000 sec): 3 clusters
  Score: Raw -275177.017604 + Penalty 2653.465837 = -272523.551767
  nChanged 49
		SP:Iteration 11Q (152917.990000 sec): 3 clusters
  Score: Raw -275201.723085 + Penalty 2653.465837 = -272548.257248
  nChanged 38
		SP:Iteration 12Q (152918.060000 sec): 3 clusters
  Score: Raw -275218.686653 + Penalty 2653.465837 = -272565.220815
  nChanged 34
		SP:Iteration 13Q (152918.120000 sec): 3 clusters
  Score: Raw -275232.038721 + Penalty 2653.465837 = -272578.572884
  nChanged 24
		SP:Iteration 14Q (152918.190000 sec): 3 clusters
  Score: Raw -275241.535549 + Penalty 2653.465837 = -272588.069711
  nChanged 13
		SP:Iteration 15Q (152918.260000 sec): 3 clusters
  Score: Raw -275245.309526 + Penalty 2653.465837 = -272591.843689
  nChanged 11
		SP:Iteration 16Q (152918.420000 sec): 3 clusters
  Score: Raw -275251.792239 + Penalty 2653.465837 = -272598.326402
  nChanged 13
		SP:Iteration 17Q (152918.590000 sec): 3 clusters
  Score: Raw -275257.306759 + Penalty 2653.465837 = -272603.840922
  nChanged 11
		SP:Iteration 18Q (152918.770000 sec): 3 clusters
  Score: Raw -275261.988535 + Penalty 2653.465837 = -272608.522697
  nChanged 12
		SP:Iteration 19Q (152918.940000 sec): 3 clusters
  Score: Raw -275266.226234 + Penalty 2653.465837 = -272612.760397
  nChanged 14
		SP:Iteration 20F (152919.120000 sec): 3 clusters
  Score: Raw -275272.466563 + Penalty 2653.465837 = -272619.000725
  nChanged 13
		SP:Iteration 21Q (152919.300000 sec): 3 clusters
  Score: Raw -275281.363805 + Penalty 2653.465837 = -272627.897968
  nChanged 17
		SP:Iteration 22Q (152919.470000 sec): 3 clusters
  Score: Raw -275291.660830 + Penalty 2653.465837 = -272638.194992
  nChanged 21
		SP:Iteration 23Q (152919.650000 sec): 3 clusters
  Score: Raw -275303.074121 + Penalty 2653.465837 = -272649.608284
  nChanged 21
		SP:Iteration 24Q (152919.820000 sec): 3 clusters
  Score: Raw -275313.562240 + Penalty 2653.465837 = -272660.096402
  nChanged 25
		SP:Iteration 25Q (152920.000000 sec): 3 clusters
  Score: Raw -275327.643894 + Penalty 2653.465837 = -272674.178057
  nChanged 26
		SP:Iteration 26Q (152920.170000 sec): 3 clusters
  Score: Raw -275346.411422 + Penalty 2653.465837 = -272692.945585
  nChanged 29
		SP:Iteration 27Q (152920.350000 sec): 3 clusters
  Score: Raw -275360.702950 + Penalty 2653.465837 = -272707.237113
  nChanged 22
		SP:Iteration 28Q (152920.520000 sec): 3 clusters
  Score: Raw -275370.968211 + Penalty 2653.465837 = -272717.502374
  nChanged 20
		SP:Iteration 29Q (152920.700000 sec): 3 clusters
  Score: Raw -275382.092191 + Penalty 2653.465837 = -272728.626353
  nChanged 22
		SP:Iteration 30Q (152920.840000 sec): 3 clusters
  Score: Raw -275390.938211 + Penalty 2653.465837 = -272737.472374
  nChanged 13
		SP:Iteration 31Q (152920.910000 sec): 3 clusters
  Score: Raw -275397.363375 + Penalty 2653.465837 = -272743.897538
  nChanged 12
		SP:Iteration 32Q (152920.980000 sec): 3 clusters
  Score: Raw -275403.910687 + Penalty 2653.465837 = -272750.444850
  nChanged 13
		SP:Iteration 33Q (152921.040000 sec): 3 clusters
  Score: Raw -275409.279329 + Penalty 2653.465837 = -272755.813491
  nChanged 7
		SP:Iteration 34Q (152921.190000 sec): 3 clusters
  Score: Raw -275412.975298 + Penalty 2653.465837 = -272759.509461
  nChanged 11
		SP:Iteration 35Q (152921.370000 sec): 3 clusters
  Score: Raw -275416.381438 + Penalty 2653.465837 = -272762.915601
  nChanged 4
		SP:Iteration 36Q (152921.510000 sec): 3 clusters
  Score: Raw -275417.340252 + Penalty 2653.465837 = -272763.874415
  nChanged 3
		SP:Iteration 37Q (152921.580000 sec): 3 clusters
  Score: Raw -275417.906049 + Penalty 2653.465837 = -272764.440212
  nChanged 1
		SP:Iteration 38Q (152921.640000 sec): 3 clusters
  Score: Raw -275418.132516 + Penalty 2653.465837 = -272764.666679
  nChanged 0
		SP:Iteration 39F (152921.710000 sec): 3 clusters
  Score: Raw -275418.132516 + Penalty 2653.465837 = -272764.666679
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 106 (6066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152921.820000 sec): 2 clusters
  Score: Raw -494114.732323 + Penalty 1415.448887 = -492699.283436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152921.920000 sec): 3 clusters
  Score: Raw -490918.782259 + Penalty 2830.897774 = -488087.884485
  nChanged 2481
		SP:Iteration 1F (152922.010000 sec): 3 clusters
  Score: Raw -492785.366530 + Penalty 2830.897774 = -489954.468756
  nChanged 619
		SP:Iteration 2F (152922.230000 sec): 3 clusters
  Score: Raw -493318.760919 + Penalty 2830.897774 = -490487.863145
  nChanged 454
		SP:Iteration 3F (152922.400000 sec): 3 clusters
  Score: Raw -493682.226888 + Penalty 2830.897774 = -490851.329114
  nChanged 352
		SP:Iteration 4F (152922.550000 sec): 3 clusters
  Score: Raw -493900.949214 + Penalty 2830.897774 = -491070.051440
  nChanged 206
		SP:Iteration 5Q (152922.720000 sec): 3 clusters
  Score: Raw -494004.966488 + Penalty 2830.897774 = -491174.068714
  nChanged 160
		SP:Iteration 6Q (152922.880000 sec): 3 clusters
  Score: Raw -494076.100799 + Penalty 2830.897774 = -491245.203026
  nChanged 132
		SP:Iteration 7Q (152923.050000 sec): 3 clusters
  Score: Raw -494134.287002 + Penalty 2830.897774 = -491303.389228
  nChanged 107
		SP:Iteration 8Q (152923.220000 sec): 3 clusters
  Score: Raw -494181.973412 + Penalty 2830.897774 = -491351.075638
  nChanged 95
		SP:Iteration 9Q (152923.390000 sec): 3 clusters
  Score: Raw -494221.837581 + Penalty 2830.897774 = -491390.939808
  nChanged 80
		SP:Iteration 10Q (152923.560000 sec): 3 clusters
  Score: Raw -494254.922719 + Penalty 2830.897774 = -491424.024945
  nChanged 86
		SP:Iteration 11Q (152923.770000 sec): 3 clusters
  Score: Raw -494285.238276 + Penalty 2830.897774 = -491454.340503
  nChanged 73
		SP:Iteration 12Q (152923.940000 sec): 3 clusters
  Score: Raw -494310.162986 + Penalty 2830.897774 = -491479.265213
  nChanged 50
		SP:Iteration 13Q (152924.110000 sec): 3 clusters
  Score: Raw -494324.268221 + Penalty 2830.897774 = -491493.370447
  nChanged 35
		SP:Iteration 14Q (152924.250000 sec): 3 clusters
  Score: Raw -494332.401473 + Penalty 2830.897774 = -491501.503699
  nChanged 23
		SP:Iteration 15Q (152924.420000 sec): 3 clusters
  Score: Raw -494337.680781 + Penalty 2830.897774 = -491506.783008
  nChanged 25
		SP:Iteration 16Q (152924.570000 sec): 3 clusters
  Score: Raw -494343.037851 + Penalty 2830.897774 = -491512.140077
  nChanged 20
		SP:Iteration 17Q (152924.670000 sec): 3 clusters
  Score: Raw -494348.356827 + Penalty 2830.897774 = -491517.459053
  nChanged 24
		SP:Iteration 18Q (152924.900000 sec): 3 clusters
  Score: Raw -494353.725284 + Penalty 2830.897774 = -491522.827510
  nChanged 17
		SP:Iteration 19Q (152925.060000 sec): 3 clusters
  Score: Raw -494357.610915 + Penalty 2830.897774 = -491526.713142
  nChanged 13
		SP:Iteration 20F (152925.260000 sec): 3 clusters
  Score: Raw -494361.138727 + Penalty 2830.897774 = -491530.240953
  nChanged 10
		SP:Iteration 21Q (152925.480000 sec): 3 clusters
  Score: Raw -494363.402221 + Penalty 2830.897774 = -491532.504448
  nChanged 12
		SP:Iteration 22Q (152925.670000 sec): 3 clusters
  Score: Raw -494365.242352 + Penalty 2830.897774 = -491534.344578
  nChanged 10
		SP:Iteration 23Q (152925.830000 sec): 3 clusters
  Score: Raw -494367.489952 + Penalty 2830.897774 = -491536.592179
  nChanged 9
		SP:Iteration 24Q (152926.000000 sec): 3 clusters
  Score: Raw -494369.343291 + Penalty 2830.897774 = -491538.445518
  nChanged 9
		SP:Iteration 25Q (152926.200000 sec): 3 clusters
  Score: Raw -494371.061568 + Penalty 2830.897774 = -491540.163795
  nChanged 10
		SP:Iteration 26Q (152926.380000 sec): 3 clusters
  Score: Raw -494373.376127 + Penalty 2830.897774 = -491542.478354
  nChanged 15
		SP:Iteration 27Q (152926.540000 sec): 3 clusters
  Score: Raw -494376.222259 + Penalty 2830.897774 = -491545.324486
  nChanged 9
		SP:Iteration 28Q (152926.710000 sec): 3 clusters
  Score: Raw -494378.965701 + Penalty 2830.897774 = -491548.067928
  nChanged 15
		SP:Iteration 29Q (152926.880000 sec): 3 clusters
  Score: Raw -494382.893289 + Penalty 2830.897774 = -491551.995515
  nChanged 19
		SP:Iteration 30Q (152927.050000 sec): 3 clusters
  Score: Raw -494386.121629 + Penalty 2830.897774 = -491555.223855
  nChanged 11
		SP:Iteration 31Q (152927.220000 sec): 3 clusters
  Score: Raw -494387.829699 + Penalty 2830.897774 = -491556.931926
  nChanged 10
		SP:Iteration 32Q (152927.380000 sec): 3 clusters
  Score: Raw -494389.189008 + Penalty 2830.897774 = -491558.291234
  nChanged 10
		SP:Iteration 33Q (152927.550000 sec): 3 clusters
  Score: Raw -494390.617827 + Penalty 2830.897774 = -491559.720053
  nChanged 8
		SP:Iteration 34Q (152927.720000 sec): 3 clusters
  Score: Raw -494391.770699 + Penalty 2830.897774 = -491560.872926
  nChanged 5
		SP:Iteration 35Q (152927.890000 sec): 3 clusters
  Score: Raw -494392.291885 + Penalty 2830.897774 = -491561.394111
  nChanged 3
		SP:Iteration 36Q (152928.060000 sec): 3 clusters
  Score: Raw -494392.716879 + Penalty 2830.897774 = -491561.819105
  nChanged 5
		SP:Iteration 37Q (152928.220000 sec): 3 clusters
  Score: Raw -494393.312869 + Penalty 2830.897774 = -491562.415096
  nChanged 4
		SP:Iteration 38Q (152928.390000 sec): 3 clusters
  Score: Raw -494393.945453 + Penalty 2830.897774 = -491563.047680
  nChanged 5
		SP:Iteration 39Q (152928.640000 sec): 3 clusters
  Score: Raw -494394.418591 + Penalty 2830.897774 = -491563.520817
  nChanged 6
		SP:Iteration 40F (152928.740000 sec): 3 clusters
  Score: Raw -494395.403947 + Penalty 2830.897774 = -491564.506173
  nChanged 6
		SP:Iteration 41Q (152928.940000 sec): 3 clusters
  Score: Raw -494396.199202 + Penalty 2830.897774 = -491565.301428
  nChanged 3
		SP:Iteration 42Q (152929.110000 sec): 3 clusters
  Score: Raw -494396.716187 + Penalty 2830.897774 = -491565.818413
  nChanged 1
		SP:Iteration 43Q (152929.280000 sec): 3 clusters
  Score: Raw -494396.781508 + Penalty 2830.897774 = -491565.883734
  nChanged 1
		SP:Iteration 44Q (152929.440000 sec): 3 clusters
  Score: Raw -494396.913562 + Penalty 2830.897774 = -491566.015788
  nChanged 0
		SP:Iteration 45F (152929.610000 sec): 3 clusters
  Score: Raw -494396.913562 + Penalty 2830.897774 = -491566.015788
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 107 (771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152929.690000 sec): 2 clusters
  Score: Raw -59206.078098 + Penalty 1080.249361 = -58125.828737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152929.870000 sec): 3 clusters
  Score: Raw -59048.033698 + Penalty 2160.498721 = -56887.534977
  nChanged 233
		SP:Iteration 1F (152930.040000 sec): 3 clusters
  Score: Raw -59350.766826 + Penalty 2160.498721 = -57190.268105
  nChanged 64
		SP:Iteration 2F (152930.220000 sec): 3 clusters
  Score: Raw -59484.741054 + Penalty 2160.498721 = -57324.242332
  nChanged 41
		SP:Iteration 3F (152930.400000 sec): 3 clusters
  Score: Raw -59570.843318 + Penalty 2160.498721 = -57410.344597
  nChanged 53
		SP:Iteration 4F (152930.570000 sec): 3 clusters
  Score: Raw -59675.863059 + Penalty 2160.498721 = -57515.364338
  nChanged 51
		SP:Iteration 5F (152930.750000 sec): 3 clusters
  Score: Raw -59772.294934 + Penalty 2160.498721 = -57611.796213
  nChanged 33
		SP:Iteration 6Q (152930.920000 sec): 3 clusters
  Score: Raw -59844.802775 + Penalty 2160.498721 = -57684.304054
  nChanged 27
		SP:Iteration 7Q (152931.100000 sec): 3 clusters
  Score: Raw -59885.228326 + Penalty 2160.498721 = -57724.729604
  nChanged 16
		SP:Iteration 8Q (152931.280000 sec): 3 clusters
  Score: Raw -59910.899759 + Penalty 2160.498721 = -57750.401038
  nChanged 16
		SP:Iteration 9Q (152931.450000 sec): 3 clusters
  Score: Raw -59940.690850 + Penalty 2160.498721 = -57780.192128
  nChanged 11
		SP:Iteration 10Q (152931.630000 sec): 3 clusters
  Score: Raw -59964.755061 + Penalty 2160.498721 = -57804.256339
  nChanged 10
		SP:Iteration 11Q (152931.800000 sec): 3 clusters
  Score: Raw -59982.549849 + Penalty 2160.498721 = -57822.051128
  nChanged 6
		SP:Iteration 12Q (152931.980000 sec): 3 clusters
  Score: Raw -59990.672150 + Penalty 2160.498721 = -57830.173429
  nChanged 2
		SP:Iteration 13Q (152932.150000 sec): 3 clusters
  Score: Raw -59993.932491 + Penalty 2160.498721 = -57833.433770
  nChanged 1
		SP:Iteration 14Q (152932.240000 sec): 3 clusters
  Score: Raw -59996.520273 + Penalty 2160.498721 = -57836.021551
  nChanged 1
		SP:Iteration 15Q (152932.260000 sec): 3 clusters
  Score: Raw -59999.521096 + Penalty 2160.498721 = -57839.022375
  nChanged 0
		SP:Iteration 16F (152932.280000 sec): 3 clusters
  Score: Raw -59999.521096 + Penalty 2160.498721 = -57839.022375
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 108 (5203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152932.370000 sec): 2 clusters
  Score: Raw -438765.678965 + Penalty 1390.510982 = -437375.167982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152932.550000 sec): 3 clusters
  Score: Raw -436065.017256 + Penalty 2781.021965 = -433283.995291
  nChanged 2109
		SP:Iteration 1F (152932.720000 sec): 3 clusters
  Score: Raw -437287.100578 + Penalty 2781.021965 = -434506.078613
  nChanged 424
		SP:Iteration 2F (152932.900000 sec): 3 clusters
  Score: Raw -437574.537845 + Penalty 2781.021965 = -434793.515880
  nChanged 332
		SP:Iteration 3F (152933.000000 sec): 3 clusters
  Score: Raw -437787.062076 + Penalty 2781.021965 = -435006.040111
  nChanged 295
		SP:Iteration 4F (152933.100000 sec): 3 clusters
  Score: Raw -437971.475674 + Penalty 2781.021965 = -435190.453709
  nChanged 240
		SP:Iteration 5Q (152933.190000 sec): 3 clusters
  Score: Raw -438124.280542 + Penalty 2781.021965 = -435343.258577
  nChanged 205
		SP:Iteration 6Q (152933.280000 sec): 3 clusters
  Score: Raw -438253.884622 + Penalty 2781.021965 = -435472.862657
  nChanged 210
		SP:Iteration 7Q (152933.370000 sec): 3 clusters
  Score: Raw -438396.765678 + Penalty 2781.021965 = -435615.743713
  nChanged 192
		SP:Iteration 8Q (152933.460000 sec): 3 clusters
  Score: Raw -438533.015718 + Penalty 2781.021965 = -435751.993753
  nChanged 191
		SP:Iteration 9Q (152933.550000 sec): 3 clusters
  Score: Raw -438669.493150 + Penalty 2781.021965 = -435888.471185
  nChanged 180
		SP:Iteration 10Q (152933.640000 sec): 3 clusters
  Score: Raw -438791.936924 + Penalty 2781.021965 = -436010.914959
  nChanged 162
		SP:Iteration 11Q (152933.730000 sec): 3 clusters
  Score: Raw -438898.484747 + Penalty 2781.021965 = -436117.462782
  nChanged 136
		SP:Iteration 12Q (152933.820000 sec): 3 clusters
  Score: Raw -438978.856517 + Penalty 2781.021965 = -436197.834552
  nChanged 118
		SP:Iteration 13Q (152933.910000 sec): 3 clusters
  Score: Raw -439032.318010 + Penalty 2781.021965 = -436251.296045
  nChanged 78
		SP:Iteration 14Q (152934.000000 sec): 3 clusters
  Score: Raw -439072.153170 + Penalty 2781.021965 = -436291.131205
  nChanged 69
		SP:Iteration 15Q (152934.090000 sec): 3 clusters
  Score: Raw -439108.018614 + Penalty 2781.021965 = -436326.996649
  nChanged 72
		SP:Iteration 16Q (152934.180000 sec): 3 clusters
  Score: Raw -439137.402139 + Penalty 2781.021965 = -436356.380174
  nChanged 60
		SP:Iteration 17Q (152934.270000 sec): 3 clusters
  Score: Raw -439158.542412 + Penalty 2781.021965 = -436377.520447
  nChanged 45
		SP:Iteration 18Q (152934.360000 sec): 3 clusters
  Score: Raw -439174.558773 + Penalty 2781.021965 = -436393.536808
  nChanged 38
		SP:Iteration 19Q (152934.450000 sec): 3 clusters
  Score: Raw -439188.305859 + Penalty 2781.021965 = -436407.283895
  nChanged 38
		SP:Iteration 20F (152934.540000 sec): 3 clusters
  Score: Raw -439202.014658 + Penalty 2781.021965 = -436420.992694
  nChanged 38
		SP:Iteration 21Q (152934.630000 sec): 3 clusters
  Score: Raw -439212.028725 + Penalty 2781.021965 = -436431.006760
  nChanged 25
		SP:Iteration 22Q (152934.720000 sec): 3 clusters
  Score: Raw -439221.015177 + Penalty 2781.021965 = -436439.993212
  nChanged 27
		SP:Iteration 23Q (152934.810000 sec): 3 clusters
  Score: Raw -439228.357618 + Penalty 2781.021965 = -436447.335653
  nChanged 22
		SP:Iteration 24Q (152934.900000 sec): 3 clusters
  Score: Raw -439236.073712 + Penalty 2781.021965 = -436455.051747
  nChanged 31
		SP:Iteration 25Q (152934.990000 sec): 3 clusters
  Score: Raw -439246.583153 + Penalty 2781.021965 = -436465.561188
  nChanged 30
		SP:Iteration 26Q (152935.080000 sec): 3 clusters
  Score: Raw -439256.640432 + Penalty 2781.021965 = -436475.618467
  nChanged 30
		SP:Iteration 27Q (152935.200000 sec): 3 clusters
  Score: Raw -439263.836995 + Penalty 2781.021965 = -436482.815030
  nChanged 25
		SP:Iteration 28Q (152935.380000 sec): 3 clusters
  Score: Raw -439271.158715 + Penalty 2781.021965 = -436490.136750
  nChanged 24
		SP:Iteration 29Q (152935.550000 sec): 3 clusters
  Score: Raw -439278.489256 + Penalty 2781.021965 = -436497.467291
  nChanged 26
		SP:Iteration 30Q (152935.720000 sec): 3 clusters
  Score: Raw -439288.328821 + Penalty 2781.021965 = -436507.306856
  nChanged 29
		SP:Iteration 31Q (152935.900000 sec): 3 clusters
  Score: Raw -439301.539137 + Penalty 2781.021965 = -436520.517172
  nChanged 36
		SP:Iteration 32Q (152936.070000 sec): 3 clusters
  Score: Raw -439317.428284 + Penalty 2781.021965 = -436536.406319
  nChanged 41
		SP:Iteration 33Q (152936.250000 sec): 3 clusters
  Score: Raw -439334.433390 + Penalty 2781.021965 = -436553.411426
  nChanged 40
		SP:Iteration 34Q (152936.420000 sec): 3 clusters
  Score: Raw -439353.488548 + Penalty 2781.021965 = -436572.466583
  nChanged 47
		SP:Iteration 35Q (152936.580000 sec): 3 clusters
  Score: Raw -439374.746927 + Penalty 2781.021965 = -436593.724962
  nChanged 44
		SP:Iteration 36Q (152936.740000 sec): 3 clusters
  Score: Raw -439390.132859 + Penalty 2781.021965 = -436609.110894
  nChanged 36
		SP:Iteration 37Q (152936.900000 sec): 3 clusters
  Score: Raw -439405.798696 + Penalty 2781.021965 = -436624.776731
  nChanged 44
		SP:Iteration 38Q (152937.120000 sec): 3 clusters
  Score: Raw -439424.004192 + Penalty 2781.021965 = -436642.982227
  nChanged 36
		SP:Iteration 39Q (152937.300000 sec): 3 clusters
  Score: Raw -439436.303636 + Penalty 2781.021965 = -436655.281671
  nChanged 28
		SP:Iteration 40F (152937.360000 sec): 3 clusters
  Score: Raw -439446.391838 + Penalty 2781.021965 = -436665.369873
  nChanged 27
		SP:Iteration 41Q (152937.460000 sec): 3 clusters
  Score: Raw -439455.687523 + Penalty 2781.021965 = -436674.665558
  nChanged 34
		SP:Iteration 42Q (152937.580000 sec): 3 clusters
  Score: Raw -439467.991652 + Penalty 2781.021965 = -436686.969687
  nChanged 29
		SP:Iteration 43Q (152937.760000 sec): 3 clusters
  Score: Raw -439479.925919 + Penalty 2781.021965 = -436698.903954
  nChanged 25
		SP:Iteration 44Q (152937.930000 sec): 3 clusters
  Score: Raw -439489.000837 + Penalty 2781.021965 = -436707.978872
  nChanged 26
		SP:Iteration 45Q (152938.110000 sec): 3 clusters
  Score: Raw -439501.628400 + Penalty 2781.021965 = -436720.606435
  nChanged 21
		SP:Iteration 46Q (152938.280000 sec): 3 clusters
  Score: Raw -439511.322562 + Penalty 2781.021965 = -436730.300598
  nChanged 17
		SP:Iteration 47Q (152938.460000 sec): 3 clusters
  Score: Raw -439516.423334 + Penalty 2781.021965 = -436735.401370
  nChanged 19
		SP:Iteration 48Q (152938.630000 sec): 3 clusters
  Score: Raw -439522.684930 + Penalty 2781.021965 = -436741.662965
  nChanged 24
		SP:Iteration 49Q (152938.810000 sec): 3 clusters
  Score: Raw -439531.316560 + Penalty 2781.021965 = -436750.294595
  nChanged 15
		SP:Iteration 50Q (152938.980000 sec): 3 clusters
  Score: Raw -439537.703164 + Penalty 2781.021965 = -436756.681199
  nChanged 15
		SP:Iteration 51Q (152939.160000 sec): 3 clusters
  Score: Raw -439542.850853 + Penalty 2781.021965 = -436761.828888
  nChanged 16
		SP:Iteration 52Q (152939.330000 sec): 3 clusters
  Score: Raw -439548.218843 + Penalty 2781.021965 = -436767.196878
  nChanged 15
		SP:Iteration 53Q (152939.510000 sec): 3 clusters
  Score: Raw -439555.079759 + Penalty 2781.021965 = -436774.057794
  nChanged 11
		SP:Iteration 54Q (152939.680000 sec): 3 clusters
  Score: Raw -439560.108286 + Penalty 2781.021965 = -436779.086321
  nChanged 22
		SP:Iteration 55Q (152939.850000 sec): 3 clusters
  Score: Raw -439568.647119 + Penalty 2781.021965 = -436787.625154
  nChanged 18
		SP:Iteration 56Q (152940.030000 sec): 3 clusters
  Score: Raw -439577.524484 + Penalty 2781.021965 = -436796.502519
  nChanged 21
		SP:Iteration 57Q (152940.200000 sec): 3 clusters
  Score: Raw -439588.023731 + Penalty 2781.021965 = -436807.001767
  nChanged 25
		SP:Iteration 58Q (152940.360000 sec): 3 clusters
  Score: Raw -439604.857550 + Penalty 2781.021965 = -436823.835585
  nChanged 36
		SP:Iteration 59Q (152940.550000 sec): 3 clusters
  Score: Raw -439635.296546 + Penalty 2781.021965 = -436854.274581
  nChanged 43
		SP:Iteration 60F (152940.720000 sec): 3 clusters
  Score: Raw -439677.098471 + Penalty 2781.021965 = -436896.076506
  nChanged 44
		SP:Iteration 61Q (152940.900000 sec): 3 clusters
  Score: Raw -439722.565415 + Penalty 2781.021965 = -436941.543450
  nChanged 55
		SP:Iteration 62Q (152941.070000 sec): 3 clusters
  Score: Raw -439761.675547 + Penalty 2781.021965 = -436980.653582
  nChanged 51
		SP:Iteration 63Q (152941.260000 sec): 3 clusters
  Score: Raw -439796.878897 + Penalty 2781.021965 = -437015.856933
  nChanged 53
		SP:Iteration 64Q (152941.440000 sec): 3 clusters
  Score: Raw -439833.485218 + Penalty 2781.021965 = -437052.463254
  nChanged 39
		SP:Iteration 65Q (152941.600000 sec): 3 clusters
  Score: Raw -439852.667252 + Penalty 2781.021965 = -437071.645287
  nChanged 28
		SP:Iteration 66Q (152941.780000 sec): 3 clusters
  Score: Raw -439861.832141 + Penalty 2781.021965 = -437080.810176
  nChanged 11
		SP:Iteration 67Q (152941.950000 sec): 3 clusters
  Score: Raw -439864.135145 + Penalty 2781.021965 = -437083.113180
  nChanged 8
		SP:Iteration 68Q (152942.130000 sec): 3 clusters
  Score: Raw -439865.977072 + Penalty 2781.021965 = -437084.955107
  nChanged 10
		SP:Iteration 69Q (152942.300000 sec): 3 clusters
  Score: Raw -439867.942211 + Penalty 2781.021965 = -437086.920246
  nChanged 6
		SP:Iteration 70Q (152942.480000 sec): 3 clusters
  Score: Raw -439869.581603 + Penalty 2781.021965 = -437088.559639
  nChanged 4
		SP:Iteration 71Q (152942.650000 sec): 3 clusters
  Score: Raw -439870.523525 + Penalty 2781.021965 = -437089.501560
  nChanged 2
		SP:Iteration 72Q (152942.820000 sec): 3 clusters
  Score: Raw -439871.018431 + Penalty 2781.021965 = -437089.996466
  nChanged 2
		SP:Iteration 73Q (152943.000000 sec): 3 clusters
  Score: Raw -439871.461043 + Penalty 2781.021965 = -437090.439078
  nChanged 3
		SP:Iteration 74Q (152943.180000 sec): 3 clusters
  Score: Raw -439872.212596 + Penalty 2781.021965 = -437091.190631
  nChanged 3
		SP:Iteration 75Q (152943.350000 sec): 3 clusters
  Score: Raw -439872.728448 + Penalty 2781.021965 = -437091.706483
  nChanged 1
		SP:Iteration 76Q (152943.520000 sec): 3 clusters
  Score: Raw -439873.047749 + Penalty 2781.021965 = -437092.025785
  nChanged 1
		SP:Iteration 77Q (152943.700000 sec): 3 clusters
  Score: Raw -439873.204468 + Penalty 2781.021965 = -437092.182503
  nChanged 0
		SP:Iteration 78F (152943.880000 sec): 3 clusters
  Score: Raw -439873.204468 + Penalty 2781.021965 = -437092.182503
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 109 (8123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152944.000000 sec): 2 clusters
  Score: Raw -771649.838170 + Penalty 1462.898909 = -770186.939262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152944.220000 sec): 3 clusters
  Score: Raw -767177.462216 + Penalty 2925.797817 = -764251.664399
  nChanged 3374
		SP:Iteration 1F (152944.420000 sec): 3 clusters
  Score: Raw -769157.959112 + Penalty 2925.797817 = -766232.161295
  nChanged 526
		SP:Iteration 2F (152944.610000 sec): 3 clusters
  Score: Raw -769421.616184 + Penalty 2925.797817 = -766495.818367
  nChanged 463
		SP:Iteration 3F (152944.810000 sec): 3 clusters
  Score: Raw -769667.858097 + Penalty 2925.797817 = -766742.060279
  nChanged 418
		SP:Iteration 4F (152945.010000 sec): 3 clusters
  Score: Raw -769885.724370 + Penalty 2925.797817 = -766959.926553
  nChanged 388
		SP:Iteration 5Q (152945.200000 sec): 3 clusters
  Score: Raw -770072.076416 + Penalty 2925.797817 = -767146.278598
  nChanged 316
		SP:Iteration 6Q (152945.400000 sec): 3 clusters
  Score: Raw -770212.734806 + Penalty 2925.797817 = -767286.936989
  nChanged 260
		SP:Iteration 7Q (152945.590000 sec): 3 clusters
  Score: Raw -770312.572773 + Penalty 2925.797817 = -767386.774955
  nChanged 238
		SP:Iteration 8Q (152945.790000 sec): 3 clusters
  Score: Raw -770405.827001 + Penalty 2925.797817 = -767480.029184
  nChanged 213
		SP:Iteration 9Q (152945.990000 sec): 3 clusters
  Score: Raw -770479.255047 + Penalty 2925.797817 = -767553.457230
  nChanged 182
		SP:Iteration 10Q (152946.180000 sec): 3 clusters
  Score: Raw -770546.373923 + Penalty 2925.797817 = -767620.576106
  nChanged 178
		SP:Iteration 11Q (152946.370000 sec): 3 clusters
  Score: Raw -770613.263063 + Penalty 2925.797817 = -767687.465246
  nChanged 168
		SP:Iteration 12Q (152946.500000 sec): 3 clusters
  Score: Raw -770673.320308 + Penalty 2925.797817 = -767747.522491
  nChanged 154
		SP:Iteration 13Q (152946.700000 sec): 3 clusters
  Score: Raw -770725.686062 + Penalty 2925.797817 = -767799.888244
  nChanged 136
		SP:Iteration 14Q (152946.900000 sec): 3 clusters
  Score: Raw -770771.529771 + Penalty 2925.797817 = -767845.731953
  nChanged 136
		SP:Iteration 15Q (152947.100000 sec): 3 clusters
  Score: Raw -770823.102471 + Penalty 2925.797817 = -767897.304653
  nChanged 135
		SP:Iteration 16Q (152947.380000 sec): 3 clusters
  Score: Raw -770879.950698 + Penalty 2925.797817 = -767954.152880
  nChanged 141
		SP:Iteration 17Q (152947.540000 sec): 3 clusters
  Score: Raw -770937.524744 + Penalty 2925.797817 = -768011.726926
  nChanged 131
		SP:Iteration 18Q (152947.740000 sec): 3 clusters
  Score: Raw -770988.441525 + Penalty 2925.797817 = -768062.643707
  nChanged 130
		SP:Iteration 19Q (152947.940000 sec): 3 clusters
  Score: Raw -771043.460837 + Penalty 2925.797817 = -768117.663019
  nChanged 120
		SP:Iteration 20F (152948.130000 sec): 3 clusters
  Score: Raw -771089.506291 + Penalty 2925.797817 = -768163.708473
  nChanged 106
		SP:Iteration 21Q (152948.330000 sec): 3 clusters
  Score: Raw -771139.010271 + Penalty 2925.797817 = -768213.212453
  nChanged 110
		SP:Iteration 22Q (152948.530000 sec): 3 clusters
  Score: Raw -771192.435120 + Penalty 2925.797817 = -768266.637303
  nChanged 114
		SP:Iteration 23Q (152948.660000 sec): 3 clusters
  Score: Raw -771244.720629 + Penalty 2925.797817 = -768318.922811
  nChanged 112
		SP:Iteration 24Q (152948.880000 sec): 3 clusters
  Score: Raw -771295.982860 + Penalty 2925.797817 = -768370.185042
  nChanged 95
		SP:Iteration 25Q (152949.080000 sec): 3 clusters
  Score: Raw -771337.546337 + Penalty 2925.797817 = -768411.748519
  nChanged 88
		SP:Iteration 26Q (152949.280000 sec): 3 clusters
  Score: Raw -771384.899803 + Penalty 2925.797817 = -768459.101986
  nChanged 95
		SP:Iteration 27Q (152949.480000 sec): 3 clusters
  Score: Raw -771437.340129 + Penalty 2925.797817 = -768511.542311
  nChanged 102
		SP:Iteration 28Q (152949.680000 sec): 3 clusters
  Score: Raw -771502.070541 + Penalty 2925.797817 = -768576.272723
  nChanged 109
		SP:Iteration 29Q (152949.870000 sec): 3 clusters
  Score: Raw -771582.633515 + Penalty 2925.797817 = -768656.835697
  nChanged 109
		SP:Iteration 30Q (152950.070000 sec): 3 clusters
  Score: Raw -771660.721808 + Penalty 2925.797817 = -768734.923991
  nChanged 81
		SP:Iteration 31Q (152950.270000 sec): 3 clusters
  Score: Raw -771723.017027 + Penalty 2925.797817 = -768797.219209
  nChanged 68
		SP:Iteration 32Q (152950.470000 sec): 3 clusters
  Score: Raw -771772.157398 + Penalty 2925.797817 = -768846.359581
  nChanged 55
		SP:Iteration 33Q (152950.670000 sec): 3 clusters
  Score: Raw -771808.910332 + Penalty 2925.797817 = -768883.112515
  nChanged 40
		SP:Iteration 34Q (152950.860000 sec): 3 clusters
  Score: Raw -771835.803996 + Penalty 2925.797817 = -768910.006179
  nChanged 46
		SP:Iteration 35Q (152951.060000 sec): 3 clusters
  Score: Raw -771867.873928 + Penalty 2925.797817 = -768942.076111
  nChanged 29
		SP:Iteration 36Q (152951.260000 sec): 3 clusters
  Score: Raw -771886.753771 + Penalty 2925.797817 = -768960.955953
  nChanged 20
		SP:Iteration 37Q (152951.460000 sec): 3 clusters
  Score: Raw -771896.946713 + Penalty 2925.797817 = -768971.148896
  nChanged 12
		SP:Iteration 38Q (152951.660000 sec): 3 clusters
  Score: Raw -771902.947474 + Penalty 2925.797817 = -768977.149657
  nChanged 11
		SP:Iteration 39Q (152951.850000 sec): 3 clusters
  Score: Raw -771908.851617 + Penalty 2925.797817 = -768983.053800
  nChanged 7
		SP:Iteration 40F (152952.050000 sec): 3 clusters
  Score: Raw -771911.970121 + Penalty 2925.797817 = -768986.172303
  nChanged 9
		SP:Iteration 41Q (152952.250000 sec): 3 clusters
  Score: Raw -771917.675822 + Penalty 2925.797817 = -768991.878005
  nChanged 8
		SP:Iteration 42Q (152952.440000 sec): 3 clusters
  Score: Raw -771921.975231 + Penalty 2925.797817 = -768996.177413
  nChanged 7
		SP:Iteration 43Q (152952.650000 sec): 3 clusters
  Score: Raw -771925.963478 + Penalty 2925.797817 = -769000.165660
  nChanged 7
		SP:Iteration 44Q (152952.840000 sec): 3 clusters
  Score: Raw -771928.811535 + Penalty 2925.797817 = -769003.013717
  nChanged 5
		SP:Iteration 45Q (152953.040000 sec): 3 clusters
  Score: Raw -771931.519866 + Penalty 2925.797817 = -769005.722048
  nChanged 5
		SP:Iteration 46Q (152953.280000 sec): 3 clusters
  Score: Raw -771934.620601 + Penalty 2925.797817 = -769008.822783
  nChanged 5
		SP:Iteration 47Q (152953.390000 sec): 3 clusters
  Score: Raw -771937.169208 + Penalty 2925.797817 = -769011.371390
  nChanged 3
		SP:Iteration 48Q (152953.600000 sec): 3 clusters
  Score: Raw -771939.296542 + Penalty 2925.797817 = -769013.498725
  nChanged 5
		SP:Iteration 49Q (152953.800000 sec): 3 clusters
  Score: Raw -771941.760323 + Penalty 2925.797817 = -769015.962505
  nChanged 4
		SP:Iteration 50Q (152953.990000 sec): 3 clusters
  Score: Raw -771944.483498 + Penalty 2925.797817 = -769018.685681
  nChanged 4
		SP:Iteration 51Q (152954.190000 sec): 3 clusters
  Score: Raw -771946.956191 + Penalty 2925.797817 = -769021.158374
  nChanged 7
		SP:Iteration 52Q (152954.390000 sec): 3 clusters
  Score: Raw -771951.194047 + Penalty 2925.797817 = -769025.396229
  nChanged 11
		SP:Iteration 53Q (152954.580000 sec): 3 clusters
  Score: Raw -771955.721001 + Penalty 2925.797817 = -769029.923183
  nChanged 3
		SP:Iteration 54Q (152954.780000 sec): 3 clusters
  Score: Raw -771956.630399 + Penalty 2925.797817 = -769030.832582
  nChanged 2
		SP:Iteration 55Q (152954.980000 sec): 3 clusters
  Score: Raw -771957.776436 + Penalty 2925.797817 = -769031.978619
  nChanged 3
		SP:Iteration 56Q (152955.170000 sec): 3 clusters
  Score: Raw -771960.079917 + Penalty 2925.797817 = -769034.282100
  nChanged 2
		SP:Iteration 57Q (152955.380000 sec): 3 clusters
  Score: Raw -771961.082928 + Penalty 2925.797817 = -769035.285110
  nChanged 3
		SP:Iteration 58Q (152955.570000 sec): 3 clusters
  Score: Raw -771962.776915 + Penalty 2925.797817 = -769036.979097
  nChanged 6
		SP:Iteration 59Q (152955.760000 sec): 3 clusters
  Score: Raw -771966.218831 + Penalty 2925.797817 = -769040.421013
  nChanged 6
		SP:Iteration 60F (152955.960000 sec): 3 clusters
  Score: Raw -771969.040006 + Penalty 2925.797817 = -769043.242189
  nChanged 3
		SP:Iteration 61Q (152956.160000 sec): 3 clusters
  Score: Raw -771970.495726 + Penalty 2925.797817 = -769044.697909
  nChanged 2
		SP:Iteration 62Q (152956.360000 sec): 3 clusters
  Score: Raw -771971.735281 + Penalty 2925.797817 = -769045.937464
  nChanged 0
		SP:Iteration 63F (152956.560000 sec): 3 clusters
  Score: Raw -771971.735281 + Penalty 2925.797817 = -769045.937464
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 110 (4964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152956.700000 sec): 2 clusters
  Score: Raw -451578.103918 + Penalty 1382.869661 = -450195.234256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152956.870000 sec): 3 clusters
  Score: Raw -449018.006514 + Penalty 2765.739323 = -446252.267191
  nChanged 2007
		SP:Iteration 1F (152957.040000 sec): 3 clusters
  Score: Raw -450199.249570 + Penalty 2765.739323 = -447433.510247
  nChanged 436
		SP:Iteration 2F (152957.220000 sec): 3 clusters
  Score: Raw -450508.079724 + Penalty 2765.739323 = -447742.340401
  nChanged 341
		SP:Iteration 3F (152957.400000 sec): 3 clusters
  Score: Raw -450771.355286 + Penalty 2765.739323 = -448005.615964
  nChanged 299
		SP:Iteration 4F (152957.570000 sec): 3 clusters
  Score: Raw -450973.123087 + Penalty 2765.739323 = -448207.383765
  nChanged 245
		SP:Iteration 5Q (152957.750000 sec): 3 clusters
  Score: Raw -451113.558069 + Penalty 2765.739323 = -448347.818747
  nChanged 199
		SP:Iteration 6Q (152957.920000 sec): 3 clusters
  Score: Raw -451217.560866 + Penalty 2765.739323 = -448451.821543
  nChanged 158
		SP:Iteration 7Q (152958.100000 sec): 3 clusters
  Score: Raw -451300.228905 + Penalty 2765.739323 = -448534.489583
  nChanged 117
		SP:Iteration 8Q (152958.270000 sec): 3 clusters
  Score: Raw -451358.777802 + Penalty 2765.739323 = -448593.038480
  nChanged 93
		SP:Iteration 9Q (152958.450000 sec): 3 clusters
  Score: Raw -451396.575474 + Penalty 2765.739323 = -448630.836152
  nChanged 83
		SP:Iteration 10Q (152958.620000 sec): 3 clusters
  Score: Raw -451436.166345 + Penalty 2765.739323 = -448670.427023
  nChanged 78
		SP:Iteration 11Q (152958.800000 sec): 3 clusters
  Score: Raw -451470.675708 + Penalty 2765.739323 = -448704.936385
  nChanged 67
		SP:Iteration 12Q (152958.980000 sec): 3 clusters
  Score: Raw -451501.336949 + Penalty 2765.739323 = -448735.597627
  nChanged 59
		SP:Iteration 13Q (152959.150000 sec): 3 clusters
  Score: Raw -451523.752767 + Penalty 2765.739323 = -448758.013444
  nChanged 52
		SP:Iteration 14Q (152959.330000 sec): 3 clusters
  Score: Raw -451541.493218 + Penalty 2765.739323 = -448775.753895
  nChanged 36
		SP:Iteration 15Q (152959.500000 sec): 3 clusters
  Score: Raw -451553.420806 + Penalty 2765.739323 = -448787.681483
  nChanged 37
		SP:Iteration 16Q (152959.680000 sec): 3 clusters
  Score: Raw -451565.612746 + Penalty 2765.739323 = -448799.873423
  nChanged 43
		SP:Iteration 17Q (152959.850000 sec): 3 clusters
  Score: Raw -451580.844578 + Penalty 2765.739323 = -448815.105255
  nChanged 51
		SP:Iteration 18Q (152960.030000 sec): 3 clusters
  Score: Raw -451599.716941 + Penalty 2765.739323 = -448833.977619
  nChanged 42
		SP:Iteration 19Q (152960.200000 sec): 3 clusters
  Score: Raw -451613.248653 + Penalty 2765.739323 = -448847.509331
  nChanged 36
		SP:Iteration 20F (152960.380000 sec): 3 clusters
  Score: Raw -451627.290368 + Penalty 2765.739323 = -448861.551046
  nChanged 35
		SP:Iteration 21Q (152960.560000 sec): 3 clusters
  Score: Raw -451641.431319 + Penalty 2765.739323 = -448875.691997
  nChanged 32
		SP:Iteration 22Q (152960.730000 sec): 3 clusters
  Score: Raw -451657.579929 + Penalty 2765.739323 = -448891.840607
  nChanged 38
		SP:Iteration 23Q (152960.900000 sec): 3 clusters
  Score: Raw -451672.468280 + Penalty 2765.739323 = -448906.728957
  nChanged 30
		SP:Iteration 24Q (152961.080000 sec): 3 clusters
  Score: Raw -451683.949068 + Penalty 2765.739323 = -448918.209746
  nChanged 34
		SP:Iteration 25Q (152961.260000 sec): 3 clusters
  Score: Raw -451696.147085 + Penalty 2765.739323 = -448930.407763
  nChanged 30
		SP:Iteration 26Q (152961.480000 sec): 3 clusters
  Score: Raw -451704.851317 + Penalty 2765.739323 = -448939.111994
  nChanged 24
		SP:Iteration 27Q (152961.650000 sec): 3 clusters
  Score: Raw -451712.211907 + Penalty 2765.739323 = -448946.472585
  nChanged 19
		SP:Iteration 28Q (152961.830000 sec): 3 clusters
  Score: Raw -451719.949730 + Penalty 2765.739323 = -448954.210407
  nChanged 22
		SP:Iteration 29Q (152962.000000 sec): 3 clusters
  Score: Raw -451729.040005 + Penalty 2765.739323 = -448963.300682
  nChanged 26
		SP:Iteration 30Q (152962.180000 sec): 3 clusters
  Score: Raw -451736.226379 + Penalty 2765.739323 = -448970.487057
  nChanged 18
		SP:Iteration 31Q (152962.350000 sec): 3 clusters
  Score: Raw -451740.261609 + Penalty 2765.739323 = -448974.522286
  nChanged 9
		SP:Iteration 32Q (152962.530000 sec): 3 clusters
  Score: Raw -451742.654448 + Penalty 2765.739323 = -448976.915126
  nChanged 10
		SP:Iteration 33Q (152962.700000 sec): 3 clusters
  Score: Raw -451744.907127 + Penalty 2765.739323 = -448979.167805
  nChanged 11
		SP:Iteration 34Q (152962.880000 sec): 3 clusters
  Score: Raw -451746.964033 + Penalty 2765.739323 = -448981.224710
  nChanged 7
		SP:Iteration 35Q (152963.050000 sec): 3 clusters
  Score: Raw -451748.352308 + Penalty 2765.739323 = -448982.612986
  nChanged 6
		SP:Iteration 36Q (152963.230000 sec): 3 clusters
  Score: Raw -451749.642564 + Penalty 2765.739323 = -448983.903242
  nChanged 2
		SP:Iteration 37Q (152963.400000 sec): 3 clusters
  Score: Raw -451749.844315 + Penalty 2765.739323 = -448984.104992
  nChanged 1
		SP:Iteration 38Q (152963.580000 sec): 3 clusters
  Score: Raw -451750.504657 + Penalty 2765.739323 = -448984.765334
  nChanged 4
		SP:Iteration 39Q (152963.750000 sec): 3 clusters
  Score: Raw -451751.813762 + Penalty 2765.739323 = -448986.074440
  nChanged 4
		SP:Iteration 40F (152963.930000 sec): 3 clusters
  Score: Raw -451752.891517 + Penalty 2765.739323 = -448987.152195
  nChanged 2
		SP:Iteration 41Q (152964.110000 sec): 3 clusters
  Score: Raw -451753.266073 + Penalty 2765.739323 = -448987.526750
  nChanged 1
		SP:Iteration 42Q (152964.280000 sec): 3 clusters
  Score: Raw -451753.401991 + Penalty 2765.739323 = -448987.662669
  nChanged 1
		SP:Iteration 43Q (152964.450000 sec): 3 clusters
  Score: Raw -451753.522324 + Penalty 2765.739323 = -448987.783002
  nChanged 1
		SP:Iteration 44Q (152964.630000 sec): 3 clusters
  Score: Raw -451753.692095 + Penalty 2765.739323 = -448987.952773
  nChanged 2
		SP:Iteration 45Q (152964.790000 sec): 3 clusters
  Score: Raw -451754.230256 + Penalty 2765.739323 = -448988.490933
  nChanged 5
		SP:Iteration 46Q (152964.950000 sec): 3 clusters
  Score: Raw -451755.505819 + Penalty 2765.739323 = -448989.766497
  nChanged 5
		SP:Iteration 47Q (152965.110000 sec): 3 clusters
  Score: Raw -451757.173457 + Penalty 2765.739323 = -448991.434134
  nChanged 6
		SP:Iteration 48Q (152965.270000 sec): 3 clusters
  Score: Raw -451759.121640 + Penalty 2765.739323 = -448993.382318
  nChanged 4
		SP:Iteration 49Q (152965.430000 sec): 3 clusters
  Score: Raw -451759.899435 + Penalty 2765.739323 = -448994.160112
  nChanged 1
		SP:Iteration 50Q (152965.590000 sec): 3 clusters
  Score: Raw -451760.049177 + Penalty 2765.739323 = -448994.309855
  nChanged 1
		SP:Iteration 51Q (152965.750000 sec): 3 clusters
  Score: Raw -451760.355513 + Penalty 2765.739323 = -448994.616190
  nChanged 1
		SP:Iteration 52Q (152965.910000 sec): 3 clusters
  Score: Raw -451761.074812 + Penalty 2765.739323 = -448995.335489
  nChanged 2
		SP:Iteration 53Q (152966.070000 sec): 3 clusters
  Score: Raw -451761.563431 + Penalty 2765.739323 = -448995.824109
  nChanged 2
		SP:Iteration 54Q (152966.240000 sec): 3 clusters
  Score: Raw -451761.917436 + Penalty 2765.739323 = -448996.178114
  nChanged 4
		SP:Iteration 55Q (152966.420000 sec): 3 clusters
  Score: Raw -451762.655334 + Penalty 2765.739323 = -448996.916011
  nChanged 4
		SP:Iteration 56Q (152966.590000 sec): 3 clusters
  Score: Raw -451763.821603 + Penalty 2765.739323 = -448998.082280
  nChanged 4
		SP:Iteration 57Q (152966.770000 sec): 3 clusters
  Score: Raw -451764.542962 + Penalty 2765.739323 = -448998.803639
  nChanged 1
		SP:Iteration 58Q (152966.940000 sec): 3 clusters
  Score: Raw -451764.699578 + Penalty 2765.739323 = -448998.960256
  nChanged 0
		SP:Iteration 59F (152967.120000 sec): 3 clusters
  Score: Raw -451764.699578 + Penalty 2765.739323 = -448998.960256
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 111 (3964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152967.220000 sec): 2 clusters
  Score: Raw -339050.698247 + Penalty 1346.313946 = -337704.384301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152967.420000 sec): 3 clusters
  Score: Raw -337079.132778 + Penalty 2692.627891 = -334386.504887
  nChanged 1576
		SP:Iteration 1F (152967.550000 sec): 3 clusters
  Score: Raw -338070.163483 + Penalty 2692.627891 = -335377.535592
  nChanged 320
		SP:Iteration 2F (152967.630000 sec): 3 clusters
  Score: Raw -338326.337854 + Penalty 2692.627891 = -335633.709963
  nChanged 276
		SP:Iteration 3F (152967.700000 sec): 3 clusters
  Score: Raw -338554.514190 + Penalty 2692.627891 = -335861.886299
  nChanged 251
		SP:Iteration 4F (152967.770000 sec): 3 clusters
  Score: Raw -338754.139399 + Penalty 2692.627891 = -336061.511508
  nChanged 180
		SP:Iteration 5Q (152967.840000 sec): 3 clusters
  Score: Raw -338889.503812 + Penalty 2692.627891 = -336196.875921
  nChanged 161
		SP:Iteration 6Q (152967.920000 sec): 3 clusters
  Score: Raw -339021.568236 + Penalty 2692.627891 = -336328.940344
  nChanged 147
		SP:Iteration 7Q (152967.990000 sec): 3 clusters
  Score: Raw -339137.019507 + Penalty 2692.627891 = -336444.391616
  nChanged 121
		SP:Iteration 8Q (152968.060000 sec): 3 clusters
  Score: Raw -339223.637863 + Penalty 2692.627891 = -336531.009972
  nChanged 113
		SP:Iteration 9Q (152968.140000 sec): 3 clusters
  Score: Raw -339298.297947 + Penalty 2692.627891 = -336605.670056
  nChanged 117
		SP:Iteration 10Q (152968.210000 sec): 3 clusters
  Score: Raw -339379.176299 + Penalty 2692.627891 = -336686.548408
  nChanged 95
		SP:Iteration 11Q (152968.280000 sec): 3 clusters
  Score: Raw -339444.707296 + Penalty 2692.627891 = -336752.079405
  nChanged 79
		SP:Iteration 12Q (152968.360000 sec): 3 clusters
  Score: Raw -339495.030965 + Penalty 2692.627891 = -336802.403074
  nChanged 76
		SP:Iteration 13Q (152968.430000 sec): 3 clusters
  Score: Raw -339544.054758 + Penalty 2692.627891 = -336851.426867
  nChanged 63
		SP:Iteration 14Q (152968.500000 sec): 3 clusters
  Score: Raw -339583.510918 + Penalty 2692.627891 = -336890.883027
  nChanged 55
		SP:Iteration 15Q (152968.580000 sec): 3 clusters
  Score: Raw -339615.871882 + Penalty 2692.627891 = -336923.243991
  nChanged 42
		SP:Iteration 16Q (152968.650000 sec): 3 clusters
  Score: Raw -339641.888185 + Penalty 2692.627891 = -336949.260294
  nChanged 41
		SP:Iteration 17Q (152968.720000 sec): 3 clusters
  Score: Raw -339667.109271 + Penalty 2692.627891 = -336974.481380
  nChanged 34
		SP:Iteration 18Q (152968.790000 sec): 3 clusters
  Score: Raw -339688.638159 + Penalty 2692.627891 = -336996.010268
  nChanged 28
		SP:Iteration 19Q (152968.870000 sec): 3 clusters
  Score: Raw -339706.667242 + Penalty 2692.627891 = -337014.039351
  nChanged 19
		SP:Iteration 20F (152968.940000 sec): 3 clusters
  Score: Raw -339718.298224 + Penalty 2692.627891 = -337025.670333
  nChanged 25
		SP:Iteration 21Q (152969.010000 sec): 3 clusters
  Score: Raw -339728.253280 + Penalty 2692.627891 = -337035.625389
  nChanged 17
		SP:Iteration 22Q (152969.090000 sec): 3 clusters
  Score: Raw -339735.324121 + Penalty 2692.627891 = -337042.696230
  nChanged 4
		SP:Iteration 23Q (152969.160000 sec): 3 clusters
  Score: Raw -339736.572348 + Penalty 2692.627891 = -337043.944457
  nChanged 3
		SP:Iteration 24Q (152969.230000 sec): 3 clusters
  Score: Raw -339737.582109 + Penalty 2692.627891 = -337044.954218
  nChanged 4
		SP:Iteration 25Q (152969.310000 sec): 3 clusters
  Score: Raw -339738.973049 + Penalty 2692.627891 = -337046.345158
  nChanged 5
		SP:Iteration 26Q (152969.380000 sec): 3 clusters
  Score: Raw -339740.320900 + Penalty 2692.627891 = -337047.693009
  nChanged 2
		SP:Iteration 27Q (152969.450000 sec): 3 clusters
  Score: Raw -339740.768642 + Penalty 2692.627891 = -337048.140751
  nChanged 2
		SP:Iteration 28Q (152969.530000 sec): 3 clusters
  Score: Raw -339741.295402 + Penalty 2692.627891 = -337048.667511
  nChanged 2
		SP:Iteration 29Q (152969.600000 sec): 3 clusters
  Score: Raw -339741.911382 + Penalty 2692.627891 = -337049.283491
  nChanged 3
		SP:Iteration 30Q (152969.670000 sec): 3 clusters
  Score: Raw -339742.653879 + Penalty 2692.627891 = -337050.025988
  nChanged 4
		SP:Iteration 31Q (152969.860000 sec): 3 clusters
  Score: Raw -339744.465540 + Penalty 2692.627891 = -337051.837649
  nChanged 5
		SP:Iteration 32Q (152970.030000 sec): 3 clusters
  Score: Raw -339746.149756 + Penalty 2692.627891 = -337053.521865
  nChanged 2
		SP:Iteration 33Q (152970.210000 sec): 3 clusters
  Score: Raw -339746.967231 + Penalty 2692.627891 = -337054.339339
  nChanged 2
		SP:Iteration 34Q (152970.380000 sec): 3 clusters
  Score: Raw -339747.980905 + Penalty 2692.627891 = -337055.353013
  nChanged 6
		SP:Iteration 35Q (152970.560000 sec): 3 clusters
  Score: Raw -339749.879488 + Penalty 2692.627891 = -337057.251597
  nChanged 4
		SP:Iteration 36Q (152970.730000 sec): 3 clusters
  Score: Raw -339751.711337 + Penalty 2692.627891 = -337059.083446
  nChanged 4
		SP:Iteration 37Q (152970.910000 sec): 3 clusters
  Score: Raw -339754.029631 + Penalty 2692.627891 = -337061.401740
  nChanged 3
		SP:Iteration 38Q (152971.090000 sec): 3 clusters
  Score: Raw -339754.829992 + Penalty 2692.627891 = -337062.202101
  nChanged 4
		SP:Iteration 39Q (152971.260000 sec): 3 clusters
  Score: Raw -339756.275305 + Penalty 2692.627891 = -337063.647414
  nChanged 7
		SP:Iteration 40F (152971.440000 sec): 3 clusters
  Score: Raw -339758.286443 + Penalty 2692.627891 = -337065.658552
  nChanged 5
		SP:Iteration 41Q (152971.610000 sec): 3 clusters
  Score: Raw -339760.531077 + Penalty 2692.627891 = -337067.903186
  nChanged 6
		SP:Iteration 42Q (152971.790000 sec): 3 clusters
  Score: Raw -339763.626312 + Penalty 2692.627891 = -337070.998421
  nChanged 4
		SP:Iteration 43Q (152971.970000 sec): 3 clusters
  Score: Raw -339765.337261 + Penalty 2692.627891 = -337072.709370
  nChanged 2
		SP:Iteration 44Q (152972.140000 sec): 3 clusters
  Score: Raw -339766.031352 + Penalty 2692.627891 = -337073.403461
  nChanged 2
		SP:Iteration 45Q (152972.320000 sec): 3 clusters
  Score: Raw -339766.617741 + Penalty 2692.627891 = -337073.989850
  nChanged 1
		SP:Iteration 46Q (152972.490000 sec): 3 clusters
  Score: Raw -339766.814385 + Penalty 2692.627891 = -337074.186494
  nChanged 1
		SP:Iteration 47Q (152972.670000 sec): 3 clusters
  Score: Raw -339766.920018 + Penalty 2692.627891 = -337074.292126
  nChanged 0
		SP:Iteration 48F (152972.850000 sec): 3 clusters
  Score: Raw -339766.920018 + Penalty 2692.627891 = -337074.292126
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 112 (3053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152972.910000 sec): 2 clusters
  Score: Raw -261901.913663 + Penalty 1303.880499 = -260598.033164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152973.060000 sec): 3 clusters
  Score: Raw -260454.297926 + Penalty 2607.760998 = -257846.536929
  nChanged 1177
		SP:Iteration 1F (152973.120000 sec): 3 clusters
  Score: Raw -261272.577867 + Penalty 2607.760998 = -258664.816869
  nChanged 314
		SP:Iteration 2F (152973.180000 sec): 3 clusters
  Score: Raw -261551.739156 + Penalty 2607.760998 = -258943.978158
  nChanged 204
		SP:Iteration 3F (152973.230000 sec): 3 clusters
  Score: Raw -261721.335764 + Penalty 2607.760998 = -259113.574766
  nChanged 160
		SP:Iteration 4F (152973.290000 sec): 3 clusters
  Score: Raw -261861.011049 + Penalty 2607.760998 = -259253.250051
  nChanged 125
		SP:Iteration 5Q (152973.350000 sec): 3 clusters
  Score: Raw -261945.903052 + Penalty 2607.760998 = -259338.142055
  nChanged 84
		SP:Iteration 6Q (152973.410000 sec): 3 clusters
  Score: Raw -262022.133588 + Penalty 2607.760998 = -259414.372590
  nChanged 83
		SP:Iteration 7Q (152973.460000 sec): 3 clusters
  Score: Raw -262098.375173 + Penalty 2607.760998 = -259490.614175
  nChanged 80
		SP:Iteration 8Q (152973.520000 sec): 3 clusters
  Score: Raw -262149.385686 + Penalty 2607.760998 = -259541.624689
  nChanged 67
		SP:Iteration 9Q (152973.580000 sec): 3 clusters
  Score: Raw -262194.659794 + Penalty 2607.760998 = -259586.898796
  nChanged 74
		SP:Iteration 10Q (152973.630000 sec): 3 clusters
  Score: Raw -262243.439532 + Penalty 2607.760998 = -259635.678534
  nChanged 46
		SP:Iteration 11Q (152973.690000 sec): 3 clusters
  Score: Raw -262268.624880 + Penalty 2607.760998 = -259660.863883
  nChanged 40
		SP:Iteration 12Q (152973.750000 sec): 3 clusters
  Score: Raw -262285.464484 + Penalty 2607.760998 = -259677.703486
  nChanged 25
		SP:Iteration 13Q (152973.870000 sec): 3 clusters
  Score: Raw -262297.044563 + Penalty 2607.760998 = -259689.283566
  nChanged 26
		SP:Iteration 14Q (152973.930000 sec): 3 clusters
  Score: Raw -262310.027049 + Penalty 2607.760998 = -259702.266051
  nChanged 21
		SP:Iteration 15Q (152973.990000 sec): 3 clusters
  Score: Raw -262319.648121 + Penalty 2607.760998 = -259711.887123
  nChanged 19
		SP:Iteration 16Q (152974.040000 sec): 3 clusters
  Score: Raw -262328.359804 + Penalty 2607.760998 = -259720.598807
  nChanged 19
		SP:Iteration 17Q (152974.100000 sec): 3 clusters
  Score: Raw -262335.968786 + Penalty 2607.760998 = -259728.207789
  nChanged 23
		SP:Iteration 18Q (152974.150000 sec): 3 clusters
  Score: Raw -262344.083001 + Penalty 2607.760998 = -259736.322004
  nChanged 18
		SP:Iteration 19Q (152974.210000 sec): 3 clusters
  Score: Raw -262348.963132 + Penalty 2607.760998 = -259741.202134
  nChanged 13
		SP:Iteration 20F (152974.270000 sec): 3 clusters
  Score: Raw -262353.413894 + Penalty 2607.760998 = -259745.652896
  nChanged 13
		SP:Iteration 21Q (152974.320000 sec): 3 clusters
  Score: Raw -262356.336809 + Penalty 2607.760998 = -259748.575812
  nChanged 10
		SP:Iteration 22Q (152974.380000 sec): 3 clusters
  Score: Raw -262359.831127 + Penalty 2607.760998 = -259752.070129
  nChanged 9
		SP:Iteration 23Q (152974.490000 sec): 3 clusters
  Score: Raw -262362.779764 + Penalty 2607.760998 = -259755.018766
  nChanged 5
		SP:Iteration 24Q (152974.550000 sec): 3 clusters
  Score: Raw -262364.312760 + Penalty 2607.760998 = -259756.551763
  nChanged 1
		SP:Iteration 25Q (152974.610000 sec): 3 clusters
  Score: Raw -262364.511916 + Penalty 2607.760998 = -259756.750919
  nChanged 1
		SP:Iteration 26Q (152974.660000 sec): 3 clusters
  Score: Raw -262364.652046 + Penalty 2607.760998 = -259756.891048
  nChanged 1
		SP:Iteration 27Q (152974.720000 sec): 3 clusters
  Score: Raw -262364.840883 + Penalty 2607.760998 = -259757.079885
  nChanged 1
		SP:Iteration 28Q (152974.780000 sec): 3 clusters
  Score: Raw -262365.047461 + Penalty 2607.760998 = -259757.286463
  nChanged 2
		SP:Iteration 29Q (152974.830000 sec): 3 clusters
  Score: Raw -262365.417300 + Penalty 2607.760998 = -259757.656303
  nChanged 2
		SP:Iteration 30Q (152974.890000 sec): 3 clusters
  Score: Raw -262366.033429 + Penalty 2607.760998 = -259758.272432
  nChanged 3
		SP:Iteration 31Q (152974.950000 sec): 3 clusters
  Score: Raw -262366.646443 + Penalty 2607.760998 = -259758.885445
  nChanged 2
		SP:Iteration 32Q (152975.000000 sec): 3 clusters
  Score: Raw -262367.284729 + Penalty 2607.760998 = -259759.523731
  nChanged 3
		SP:Iteration 33Q (152975.060000 sec): 3 clusters
  Score: Raw -262367.705265 + Penalty 2607.760998 = -259759.944267
  nChanged 0
		SP:Iteration 34F (152975.120000 sec): 3 clusters
  Score: Raw -262367.705265 + Penalty 2607.760998 = -259759.944267
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 113 (788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152975.160000 sec): 2 clusters
  Score: Raw -59744.094718 + Penalty 1083.793440 = -58660.301279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152975.180000 sec): 3 clusters
  Score: Raw -59530.553768 + Penalty 2167.586879 = -57362.966888
  nChanged 233
		SP:Iteration 1F (152975.210000 sec): 3 clusters
  Score: Raw -59784.597321 + Penalty 2167.586879 = -57617.010442
  nChanged 59
		SP:Iteration 2F (152975.230000 sec): 3 clusters
  Score: Raw -59888.946700 + Penalty 2167.586879 = -57721.359821
  nChanged 42
		SP:Iteration 3F (152975.250000 sec): 3 clusters
  Score: Raw -59958.510188 + Penalty 2167.586879 = -57790.923309
  nChanged 30
		SP:Iteration 4Q (152975.280000 sec): 3 clusters
  Score: Raw -60008.757616 + Penalty 2167.586879 = -57841.170737
  nChanged 21
		SP:Iteration 5Q (152975.300000 sec): 3 clusters
  Score: Raw -60050.151932 + Penalty 2167.586879 = -57882.565052
  nChanged 16
		SP:Iteration 6Q (152975.320000 sec): 3 clusters
  Score: Raw -60071.188004 + Penalty 2167.586879 = -57903.601125
  nChanged 9
		SP:Iteration 7Q (152975.460000 sec): 3 clusters
  Score: Raw -60088.571537 + Penalty 2167.586879 = -57920.984658
  nChanged 14
		SP:Iteration 8Q (152975.640000 sec): 3 clusters
  Score: Raw -60112.593764 + Penalty 2167.586879 = -57945.006884
  nChanged 10
		SP:Iteration 9Q (152975.810000 sec): 3 clusters
  Score: Raw -60134.121063 + Penalty 2167.586879 = -57966.534183
  nChanged 11
		SP:Iteration 10Q (152975.990000 sec): 3 clusters
  Score: Raw -60151.740382 + Penalty 2167.586879 = -57984.153502
  nChanged 6
		SP:Iteration 11Q (152976.170000 sec): 3 clusters
  Score: Raw -60160.793665 + Penalty 2167.586879 = -57993.206786
  nChanged 7
		SP:Iteration 12Q (152976.340000 sec): 3 clusters
  Score: Raw -60174.016255 + Penalty 2167.586879 = -58006.429376
  nChanged 10
		SP:Iteration 13Q (152976.520000 sec): 3 clusters
  Score: Raw -60183.555359 + Penalty 2167.586879 = -58015.968480
  nChanged 6
		SP:Iteration 14Q (152976.700000 sec): 3 clusters
  Score: Raw -60189.579515 + Penalty 2167.586879 = -58021.992636
  nChanged 6
		SP:Iteration 15Q (152976.870000 sec): 3 clusters
  Score: Raw -60198.159832 + Penalty 2167.586879 = -58030.572952
  nChanged 7
		SP:Iteration 16Q (152977.050000 sec): 3 clusters
  Score: Raw -60209.414066 + Penalty 2167.586879 = -58041.827187
  nChanged 5
		SP:Iteration 17Q (152977.220000 sec): 3 clusters
  Score: Raw -60215.983053 + Penalty 2167.586879 = -58048.396173
  nChanged 4
		SP:Iteration 18Q (152977.400000 sec): 3 clusters
  Score: Raw -60224.670295 + Penalty 2167.586879 = -58057.083416
  nChanged 3
		SP:Iteration 19Q (152977.580000 sec): 3 clusters
  Score: Raw -60230.253938 + Penalty 2167.586879 = -58062.667059
  nChanged 6
		SP:Iteration 20F (152977.750000 sec): 3 clusters
  Score: Raw -60237.246353 + Penalty 2167.586879 = -58069.659474
  nChanged 8
		SP:Iteration 21Q (152977.930000 sec): 3 clusters
  Score: Raw -60249.678439 + Penalty 2167.586879 = -58082.091560
  nChanged 6
		SP:Iteration 22Q (152978.080000 sec): 3 clusters
  Score: Raw -60256.540161 + Penalty 2167.586879 = -58088.953282
  nChanged 1
		SP:Iteration 23Q (152978.130000 sec): 3 clusters
  Score: Raw -60257.204283 + Penalty 2167.586879 = -58089.617404
  nChanged 0
		SP:Iteration 24F (152978.150000 sec): 3 clusters
  Score: Raw -60257.204283 + Penalty 2167.586879 = -58089.617404
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 114 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152978.210000 sec): 2 clusters
  Score: Raw -184772.971311 + Penalty 1218.746188 = -183554.225123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152978.250000 sec): 3 clusters
  Score: Raw -184027.085546 + Penalty 2437.492376 = -181589.593170
  nChanged 639
		SP:Iteration 1F (152978.290000 sec): 3 clusters
  Score: Raw -184465.273902 + Penalty 2437.492376 = -182027.781526
  nChanged 145
		SP:Iteration 2F (152978.330000 sec): 3 clusters
  Score: Raw -184570.529300 + Penalty 2437.492376 = -182133.036925
  nChanged 77
		SP:Iteration 3Q (152978.370000 sec): 3 clusters
  Score: Raw -184614.073579 + Penalty 2437.492376 = -182176.581204
  nChanged 49
		SP:Iteration 4Q (152978.410000 sec): 3 clusters
  Score: Raw -184641.352961 + Penalty 2437.492376 = -182203.860585
  nChanged 27
		SP:Iteration 5Q (152978.450000 sec): 3 clusters
  Score: Raw -184656.173960 + Penalty 2437.492376 = -182218.681585
  nChanged 15
		SP:Iteration 6Q (152978.490000 sec): 3 clusters
  Score: Raw -184664.647710 + Penalty 2437.492376 = -182227.155335
  nChanged 15
		SP:Iteration 7Q (152978.530000 sec): 3 clusters
  Score: Raw -184671.434466 + Penalty 2437.492376 = -182233.942091
  nChanged 12
		SP:Iteration 8Q (152978.560000 sec): 3 clusters
  Score: Raw -184677.155013 + Penalty 2437.492376 = -182239.662637
  nChanged 10
		SP:Iteration 9Q (152978.600000 sec): 3 clusters
  Score: Raw -184681.228241 + Penalty 2437.492376 = -182243.735865
  nChanged 6
		SP:Iteration 10Q (152978.640000 sec): 3 clusters
  Score: Raw -184686.196166 + Penalty 2437.492376 = -182248.703790
  nChanged 9
		SP:Iteration 11Q (152978.680000 sec): 3 clusters
  Score: Raw -184692.255277 + Penalty 2437.492376 = -182254.762901
  nChanged 11
		SP:Iteration 12Q (152978.720000 sec): 3 clusters
  Score: Raw -184697.137309 + Penalty 2437.492376 = -182259.644933
  nChanged 5
		SP:Iteration 13Q (152978.840000 sec): 3 clusters
  Score: Raw -184699.260973 + Penalty 2437.492376 = -182261.768597
  nChanged 4
		SP:Iteration 14Q (152978.880000 sec): 3 clusters
  Score: Raw -184701.389231 + Penalty 2437.492376 = -182263.896855
  nChanged 6
		SP:Iteration 15Q (152978.920000 sec): 3 clusters
  Score: Raw -184704.399338 + Penalty 2437.492376 = -182266.906962
  nChanged 6
		SP:Iteration 16Q (152978.960000 sec): 3 clusters
  Score: Raw -184706.641412 + Penalty 2437.492376 = -182269.149036
  nChanged 3
		SP:Iteration 17Q (152979.000000 sec): 3 clusters
  Score: Raw -184708.741511 + Penalty 2437.492376 = -182271.249135
  nChanged 0
		SP:Iteration 18F (152979.030000 sec): 3 clusters
  Score: Raw -184708.741511 + Penalty 2437.492376 = -182271.249135
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 115 (5737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152979.120000 sec): 2 clusters
  Score: Raw -490003.431280 + Penalty 1406.387402 = -488597.043878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152979.300000 sec): 3 clusters
  Score: Raw -487130.633568 + Penalty 2812.774804 = -484317.858764
  nChanged 2291
		SP:Iteration 1F (152979.530000 sec): 3 clusters
  Score: Raw -488565.656506 + Penalty 2812.774804 = -485752.881702
  nChanged 503
		SP:Iteration 2F (152979.730000 sec): 3 clusters
  Score: Raw -488939.167595 + Penalty 2812.774804 = -486126.392791
  nChanged 384
		SP:Iteration 3F (152979.900000 sec): 3 clusters
  Score: Raw -489248.970393 + Penalty 2812.774804 = -486436.195589
  nChanged 327
		SP:Iteration 4F (152980.070000 sec): 3 clusters
  Score: Raw -489481.305979 + Penalty 2812.774804 = -486668.531175
  nChanged 274
		SP:Iteration 5Q (152980.240000 sec): 3 clusters
  Score: Raw -489692.003558 + Penalty 2812.774804 = -486879.228754
  nChanged 217
		SP:Iteration 6Q (152980.410000 sec): 3 clusters
  Score: Raw -489835.714653 + Penalty 2812.774804 = -487022.939849
  nChanged 193
		SP:Iteration 7Q (152980.580000 sec): 3 clusters
  Score: Raw -489950.465915 + Penalty 2812.774804 = -487137.691111
  nChanged 160
		SP:Iteration 8Q (152980.750000 sec): 3 clusters
  Score: Raw -490033.072688 + Penalty 2812.774804 = -487220.297884
  nChanged 134
		SP:Iteration 9Q (152980.920000 sec): 3 clusters
  Score: Raw -490090.125589 + Penalty 2812.774804 = -487277.350785
  nChanged 87
		SP:Iteration 10Q (152981.090000 sec): 3 clusters
  Score: Raw -490125.782969 + Penalty 2812.774804 = -487313.008165
  nChanged 86
		SP:Iteration 11Q (152981.260000 sec): 3 clusters
  Score: Raw -490159.558002 + Penalty 2812.774804 = -487346.783198
  nChanged 69
		SP:Iteration 12Q (152981.430000 sec): 3 clusters
  Score: Raw -490189.117817 + Penalty 2812.774804 = -487376.343013
  nChanged 70
		SP:Iteration 13Q (152981.600000 sec): 3 clusters
  Score: Raw -490215.951469 + Penalty 2812.774804 = -487403.176665
  nChanged 67
		SP:Iteration 14Q (152981.770000 sec): 3 clusters
  Score: Raw -490237.082311 + Penalty 2812.774804 = -487424.307507
  nChanged 41
		SP:Iteration 15Q (152981.940000 sec): 3 clusters
  Score: Raw -490250.174373 + Penalty 2812.774804 = -487437.399569
  nChanged 47
		SP:Iteration 16Q (152982.110000 sec): 3 clusters
  Score: Raw -490265.722547 + Penalty 2812.774804 = -487452.947743
  nChanged 37
		SP:Iteration 17Q (152982.280000 sec): 3 clusters
  Score: Raw -490278.312732 + Penalty 2812.774804 = -487465.537928
  nChanged 32
		SP:Iteration 18Q (152982.450000 sec): 3 clusters
  Score: Raw -490287.084701 + Penalty 2812.774804 = -487474.309897
  nChanged 24
		SP:Iteration 19Q (152982.620000 sec): 3 clusters
  Score: Raw -490292.944166 + Penalty 2812.774804 = -487480.169362
  nChanged 21
		SP:Iteration 20F (152982.790000 sec): 3 clusters
  Score: Raw -490298.281196 + Penalty 2812.774804 = -487485.506392
  nChanged 17
		SP:Iteration 21Q (152982.960000 sec): 3 clusters
  Score: Raw -490301.193410 + Penalty 2812.774804 = -487488.418606
  nChanged 9
		SP:Iteration 22Q (152983.120000 sec): 3 clusters
  Score: Raw -490302.830808 + Penalty 2812.774804 = -487490.056004
  nChanged 7
		SP:Iteration 23Q (152983.280000 sec): 3 clusters
  Score: Raw -490304.621360 + Penalty 2812.774804 = -487491.846556
  nChanged 8
		SP:Iteration 24Q (152983.430000 sec): 3 clusters
  Score: Raw -490306.878053 + Penalty 2812.774804 = -487494.103249
  nChanged 13
		SP:Iteration 25Q (152983.590000 sec): 3 clusters
  Score: Raw -490310.846949 + Penalty 2812.774804 = -487498.072145
  nChanged 16
		SP:Iteration 26Q (152983.740000 sec): 3 clusters
  Score: Raw -490315.826996 + Penalty 2812.774804 = -487503.052192
  nChanged 26
		SP:Iteration 27Q (152983.910000 sec): 3 clusters
  Score: Raw -490323.408038 + Penalty 2812.774804 = -487510.633234
  nChanged 29
		SP:Iteration 28Q (152984.080000 sec): 3 clusters
  Score: Raw -490332.820377 + Penalty 2812.774804 = -487520.045573
  nChanged 34
		SP:Iteration 29Q (152984.250000 sec): 3 clusters
  Score: Raw -490346.484348 + Penalty 2812.774804 = -487533.709544
  nChanged 27
		SP:Iteration 30Q (152984.420000 sec): 3 clusters
  Score: Raw -490356.117927 + Penalty 2812.774804 = -487543.343123
  nChanged 22
		SP:Iteration 31Q (152984.590000 sec): 3 clusters
  Score: Raw -490363.053286 + Penalty 2812.774804 = -487550.278482
  nChanged 22
		SP:Iteration 32Q (152984.760000 sec): 3 clusters
  Score: Raw -490371.179192 + Penalty 2812.774804 = -487558.404388
  nChanged 25
		SP:Iteration 33Q (152984.970000 sec): 3 clusters
  Score: Raw -490379.155306 + Penalty 2812.774804 = -487566.380502
  nChanged 23
		SP:Iteration 34Q (152985.190000 sec): 3 clusters
  Score: Raw -490384.329428 + Penalty 2812.774804 = -487571.554624
  nChanged 13
		SP:Iteration 35Q (152985.340000 sec): 3 clusters
  Score: Raw -490387.572333 + Penalty 2812.774804 = -487574.797529
  nChanged 11
		SP:Iteration 36Q (152985.510000 sec): 3 clusters
  Score: Raw -490390.191521 + Penalty 2812.774804 = -487577.416717
  nChanged 12
		SP:Iteration 37Q (152985.680000 sec): 3 clusters
  Score: Raw -490393.260952 + Penalty 2812.774804 = -487580.486148
  nChanged 15
		SP:Iteration 38Q (152985.850000 sec): 3 clusters
  Score: Raw -490396.848756 + Penalty 2812.774804 = -487584.073952
  nChanged 16
		SP:Iteration 39Q (152986.020000 sec): 3 clusters
  Score: Raw -490399.663248 + Penalty 2812.774804 = -487586.888444
  nChanged 14
		SP:Iteration 40F (152986.190000 sec): 3 clusters
  Score: Raw -490402.993926 + Penalty 2812.774804 = -487590.219122
  nChanged 11
		SP:Iteration 41Q (152986.360000 sec): 3 clusters
  Score: Raw -490405.415567 + Penalty 2812.774804 = -487592.640763
  nChanged 13
		SP:Iteration 42Q (152986.530000 sec): 3 clusters
  Score: Raw -490407.689273 + Penalty 2812.774804 = -487594.914469
  nChanged 4
		SP:Iteration 43Q (152986.700000 sec): 3 clusters
  Score: Raw -490408.379287 + Penalty 2812.774804 = -487595.604483
  nChanged 2
		SP:Iteration 44Q (152986.870000 sec): 3 clusters
  Score: Raw -490408.493354 + Penalty 2812.774804 = -487595.718550
  nChanged 0
		SP:Iteration 45F (152987.040000 sec): 3 clusters
  Score: Raw -490408.493354 + Penalty 2812.774804 = -487595.718550
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 116 (2181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152987.110000 sec): 2 clusters
  Score: Raw -213943.911876 + Penalty 1249.225050 = -212694.686827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152987.290000 sec): 3 clusters
  Score: Raw -212973.726889 + Penalty 2498.450099 = -210475.276790
  nChanged 756
		SP:Iteration 1F (152987.460000 sec): 3 clusters
  Score: Raw -213415.640645 + Penalty 2498.450099 = -210917.190546
  nChanged 155
		SP:Iteration 2F (152987.640000 sec): 3 clusters
  Score: Raw -213520.231605 + Penalty 2498.450099 = -211021.781506
  nChanged 107
		SP:Iteration 3Q (152987.810000 sec): 3 clusters
  Score: Raw -213600.947270 + Penalty 2498.450099 = -211102.497171
  nChanged 93
		SP:Iteration 4Q (152987.990000 sec): 3 clusters
  Score: Raw -213660.730397 + Penalty 2498.450099 = -211162.280298
  nChanged 63
		SP:Iteration 5Q (152988.160000 sec): 3 clusters
  Score: Raw -213701.267584 + Penalty 2498.450099 = -211202.817485
  nChanged 55
		SP:Iteration 6Q (152988.340000 sec): 3 clusters
  Score: Raw -213735.096444 + Penalty 2498.450099 = -211236.646345
  nChanged 51
		SP:Iteration 7Q (152988.520000 sec): 3 clusters
  Score: Raw -213762.762189 + Penalty 2498.450099 = -211264.312090
  nChanged 50
		SP:Iteration 8Q (152988.690000 sec): 3 clusters
  Score: Raw -213794.130951 + Penalty 2498.450099 = -211295.680852
  nChanged 36
		SP:Iteration 9Q (152988.870000 sec): 3 clusters
  Score: Raw -213814.266731 + Penalty 2498.450099 = -211315.816632
  nChanged 27
		SP:Iteration 10Q (152989.040000 sec): 3 clusters
  Score: Raw -213825.825342 + Penalty 2498.450099 = -211327.375243
  nChanged 14
		SP:Iteration 11Q (152989.220000 sec): 3 clusters
  Score: Raw -213830.677754 + Penalty 2498.450099 = -211332.227655
  nChanged 10
		SP:Iteration 12Q (152989.400000 sec): 3 clusters
  Score: Raw -213836.333989 + Penalty 2498.450099 = -211337.883890
  nChanged 9
		SP:Iteration 13Q (152989.570000 sec): 3 clusters
  Score: Raw -213840.139299 + Penalty 2498.450099 = -211341.689200
  nChanged 8
		SP:Iteration 14Q (152989.750000 sec): 3 clusters
  Score: Raw -213842.708064 + Penalty 2498.450099 = -211344.257965
  nChanged 8
		SP:Iteration 15Q (152989.920000 sec): 3 clusters
  Score: Raw -213848.202179 + Penalty 2498.450099 = -211349.752080
  nChanged 13
		SP:Iteration 16Q (152990.100000 sec): 3 clusters
  Score: Raw -213853.074910 + Penalty 2498.450099 = -211354.624811
  nChanged 10
		SP:Iteration 17Q (152990.280000 sec): 3 clusters
  Score: Raw -213858.415955 + Penalty 2498.450099 = -211359.965856
  nChanged 10
		SP:Iteration 18Q (152990.450000 sec): 3 clusters
  Score: Raw -213864.242127 + Penalty 2498.450099 = -211365.792028
  nChanged 15
		SP:Iteration 19Q (152990.630000 sec): 3 clusters
  Score: Raw -213869.603353 + Penalty 2498.450099 = -211371.153254
  nChanged 9
		SP:Iteration 20F (152990.800000 sec): 3 clusters
  Score: Raw -213874.312969 + Penalty 2498.450099 = -211375.862870
  nChanged 9
		SP:Iteration 21Q (152990.980000 sec): 3 clusters
  Score: Raw -213879.154893 + Penalty 2498.450099 = -211380.704794
  nChanged 5
		SP:Iteration 22Q (152991.160000 sec): 3 clusters
  Score: Raw -213880.775769 + Penalty 2498.450099 = -211382.325670
  nChanged 4
		SP:Iteration 23Q (152991.330000 sec): 3 clusters
  Score: Raw -213881.982365 + Penalty 2498.450099 = -211383.532266
  nChanged 3
		SP:Iteration 24Q (152991.430000 sec): 3 clusters
  Score: Raw -213883.332337 + Penalty 2498.450099 = -211384.882238
  nChanged 4
		SP:Iteration 25Q (152991.470000 sec): 3 clusters
  Score: Raw -213884.891703 + Penalty 2498.450099 = -211386.441604
  nChanged 2
		SP:Iteration 26Q (152991.520000 sec): 3 clusters
  Score: Raw -213885.650403 + Penalty 2498.450099 = -211387.200304
  nChanged 1
		SP:Iteration 27Q (152991.560000 sec): 3 clusters
  Score: Raw -213885.794255 + Penalty 2498.450099 = -211387.344156
  nChanged 1
		SP:Iteration 28Q (152991.600000 sec): 3 clusters
  Score: Raw -213885.940876 + Penalty 2498.450099 = -211387.490777
  nChanged 0
		SP:Iteration 29F (152991.640000 sec): 3 clusters
  Score: Raw -213885.940876 + Penalty 2498.450099 = -211387.490777
  nChanged 0
Iteration 304F (153221.960000 sec): 118 clusters
  Score: Raw -47062744.414081 + Penalty 252304.802133 = -46810439.611948
  nChanged 938
Iteration 305F (153449.300000 sec): 118 clusters
  Score: Raw -47063185.307387 + Penalty 252304.802133 = -46810880.505254
  nChanged 566
Iteration 306Q (153622.390000 sec): 118 clusters
  Score: Raw -47063370.306822 + Penalty 252304.802133 = -46811065.504689
  nChanged 417
Iteration 307Q (153794.310000 sec): 118 clusters
  Score: Raw -47063469.381640 + Penalty 252304.802133 = -46811164.579507
  nChanged 343
Iteration 308Q (153965.170000 sec): 118 clusters
  Score: Raw -47063531.662287 + Penalty 252304.802133 = -46811226.860154
  nChanged 270
Iteration 309Q (154137.490000 sec): 118 clusters
  Score: Raw -47063574.879249 + Penalty 252304.802133 = -46811270.077117
  nChanged 258
Iteration 310Q (154310.800000 sec): 118 clusters
  Score: Raw -47063619.438156 + Penalty 252304.802133 = -46811314.636023
  nChanged 251
Iteration 311Q (154480.490000 sec): 118 clusters
  Score: Raw -47063661.414195 + Penalty 252304.802133 = -46811356.612063
  nChanged 201
Iteration 312Q (154652.970000 sec): 118 clusters
  Score: Raw -47063692.643822 + Penalty 252304.802133 = -46811387.841689
  nChanged 197
Iteration 313Q (154826.740000 sec): 118 clusters
  Score: Raw -47063717.490490 + Penalty 252304.802133 = -46811412.688357
  nChanged 189
Iteration 314Q (154997.190000 sec): 118 clusters
  Score: Raw -47063737.821233 + Penalty 252304.802133 = -46811433.019101
  nChanged 180
Iteration 315Q (155167.980000 sec): 118 clusters
  Score: Raw -47063757.811417 + Penalty 252304.802133 = -46811453.009284
  nChanged 153
Iteration 316Q (155338.160000 sec): 118 clusters
  Score: Raw -47063774.320892 + Penalty 252304.802133 = -46811469.518759
  nChanged 146
Iteration 317Q (155508.540000 sec): 118 clusters
  Score: Raw -47063790.179742 + Penalty 252304.802133 = -46811485.377609
  nChanged 132
Iteration 318Q (155681.510000 sec): 118 clusters
  Score: Raw -47063804.729280 + Penalty 252304.802133 = -46811499.927148
  nChanged 147
Iteration 319Q (155851.480000 sec): 118 clusters
  Score: Raw -47063818.284781 + Penalty 252304.802133 = -46811513.482649
  nChanged 124
Iteration 320F (156080.530000 sec): 118 clusters
  Score: Raw -47063831.734412 + Penalty 252304.802133 = -46811526.932280
  nChanged 130
Iteration 321Q (156253.930000 sec): 118 clusters
  Score: Raw -47063844.621534 + Penalty 252304.802133 = -46811539.819401
  nChanged 113
Iteration 322Q (156419.410000 sec): 118 clusters
  Score: Raw -47063855.171370 + Penalty 252304.802133 = -46811550.369237
  nChanged 96
Iteration 323Q (156588.390000 sec): 118 clusters
  Score: Raw -47063863.481784 + Penalty 252304.802133 = -46811558.679651
  nChanged 73
Iteration 324Q (156741.300000 sec): 118 clusters
  Score: Raw -47063871.609146 + Penalty 252304.802133 = -46811566.807014
  nChanged 84
Iteration 325Q (156887.410000 sec): 118 clusters
  Score: Raw -47063880.526250 + Penalty 252304.802133 = -46811575.724117
  nChanged 75
Iteration 326Q (157041.960000 sec): 118 clusters
  Score: Raw -47063887.095588 + Penalty 252304.802133 = -46811582.293456
  nChanged 86
Iteration 327Q (157191.090000 sec): 118 clusters
  Score: Raw -47063894.571439 + Penalty 252304.802133 = -46811589.769307
  nChanged 65
Iteration 328Q (157347.870000 sec): 118 clusters
  Score: Raw -47063900.193827 + Penalty 252304.802133 = -46811595.391695
  nChanged 51
Iteration 329Q (157504.540000 sec): 118 clusters
  Score: Raw -47063904.213493 + Penalty 252304.802133 = -46811599.411360
  nChanged 43
Iteration 330Q (157660.140000 sec): 118 clusters
  Score: Raw -47063908.219669 + Penalty 252304.802133 = -46811603.417536
  nChanged 46
Iteration 331Q (157812.340000 sec): 118 clusters
  Score: Raw -47063914.261409 + Penalty 252304.802133 = -46811609.459276
  nChanged 54
Iteration 332Q (157967.740000 sec): 118 clusters
  Score: Raw -47063919.554729 + Penalty 252304.802133 = -46811614.752596
  nChanged 44
Iteration 333Q (158124.620000 sec): 118 clusters
  Score: Raw -47063923.442105 + Penalty 252304.802133 = -46811618.639973
  nChanged 42
Iteration 334Q (158269.430000 sec): 118 clusters
  Score: Raw -47063927.304361 + Penalty 252304.802133 = -46811622.502228
  nChanged 41
Iteration 335Q (158423.210000 sec): 118 clusters
  Score: Raw -47063932.548762 + Penalty 252304.802133 = -46811627.746630
  nChanged 53
Iteration 336Q (158576.150000 sec): 118 clusters
  Score: Raw -47063938.077212 + Penalty 252304.802133 = -46811633.275080
  nChanged 30
Iteration 337Q (158729.010000 sec): 118 clusters
  Score: Raw -47063941.890154 + Penalty 252304.802133 = -46811637.088021
  nChanged 39
Iteration 338Q (158878.930000 sec): 118 clusters
  Score: Raw -47063945.940855 + Penalty 252304.802133 = -46811641.138722
  nChanged 42
Writing temp clu file 
Because OldScore, -46811637.088021, is greater than current (better) Score,-46811641.138722 
 Compute initial score before splitting:   Score: Raw -47063945.940855 + Penalty 252304.802133 = -46811641.138722
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (3821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158879.060000 sec): 2 clusters
  Score: Raw -268243.024205 + Penalty 1340.343460 = -266902.680744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158879.210000 sec): 3 clusters
  Score: Raw -266386.184632 + Penalty 2680.686920 = -263705.497712
  nChanged 1486
		SP:Iteration 1F (158879.390000 sec): 3 clusters
  Score: Raw -267347.507601 + Penalty 2680.686920 = -264666.820680
  nChanged 344
		SP:Iteration 2F (158879.510000 sec): 3 clusters
  Score: Raw -267659.536646 + Penalty 2680.686920 = -264978.849725
  nChanged 279
		SP:Iteration 3F (158879.640000 sec): 3 clusters
  Score: Raw -267939.111522 + Penalty 2680.686920 = -265258.424602
  nChanged 252
		SP:Iteration 4F (158879.800000 sec): 3 clusters
  Score: Raw -268173.617813 + Penalty 2680.686920 = -265492.930893
  nChanged 196
		SP:Iteration 5F (158879.950000 sec): 3 clusters
  Score: Raw -268323.411166 + Penalty 2680.686920 = -265642.724245
  nChanged 168
		SP:Iteration 6Q (158880.110000 sec): 3 clusters
  Score: Raw -268443.106568 + Penalty 2680.686920 = -265762.419648
  nChanged 115
		SP:Iteration 7Q (158880.260000 sec): 3 clusters
  Score: Raw -268527.226621 + Penalty 2680.686920 = -265846.539701
  nChanged 97
		SP:Iteration 8Q (158880.420000 sec): 3 clusters
  Score: Raw -268585.177718 + Penalty 2680.686920 = -265904.490797
  nChanged 71
		SP:Iteration 9Q (158880.570000 sec): 3 clusters
  Score: Raw -268622.318623 + Penalty 2680.686920 = -265941.631703
  nChanged 61
		SP:Iteration 10Q (158880.730000 sec): 3 clusters
  Score: Raw -268650.354451 + Penalty 2680.686920 = -265969.667531
  nChanged 38
		SP:Iteration 11Q (158880.880000 sec): 3 clusters
  Score: Raw -268667.795181 + Penalty 2680.686920 = -265987.108261
  nChanged 35
		SP:Iteration 12Q (158881.040000 sec): 3 clusters
  Score: Raw -268682.166003 + Penalty 2680.686920 = -266001.479082
  nChanged 21
		SP:Iteration 13Q (158881.190000 sec): 3 clusters
  Score: Raw -268687.981018 + Penalty 2680.686920 = -266007.294098
  nChanged 9
		SP:Iteration 14Q (158881.370000 sec): 3 clusters
  Score: Raw -268690.882640 + Penalty 2680.686920 = -266010.195719
  nChanged 11
		SP:Iteration 15Q (158881.530000 sec): 3 clusters
  Score: Raw -268694.358538 + Penalty 2680.686920 = -266013.671618
  nChanged 11
		SP:Iteration 16Q (158881.680000 sec): 3 clusters
  Score: Raw -268697.700199 + Penalty 2680.686920 = -266017.013279
  nChanged 12
		SP:Iteration 17Q (158881.820000 sec): 3 clusters
  Score: Raw -268701.081445 + Penalty 2680.686920 = -266020.394525
  nChanged 9
		SP:Iteration 18Q (158881.970000 sec): 3 clusters
  Score: Raw -268702.662157 + Penalty 2680.686920 = -266021.975237
  nChanged 5
		SP:Iteration 19Q (158882.110000 sec): 3 clusters
  Score: Raw -268703.997689 + Penalty 2680.686920 = -266023.310769
  nChanged 12
		SP:Iteration 20F (158882.250000 sec): 3 clusters
  Score: Raw -268707.410929 + Penalty 2680.686920 = -266026.724009
  nChanged 9
		SP:Iteration 21Q (158882.410000 sec): 3 clusters
  Score: Raw -268710.531266 + Penalty 2680.686920 = -266029.844346
  nChanged 6
		SP:Iteration 22Q (158882.590000 sec): 3 clusters
  Score: Raw -268712.369695 + Penalty 2680.686920 = -266031.682774
  nChanged 9
		SP:Iteration 23Q (158882.760000 sec): 3 clusters
  Score: Raw -268715.710496 + Penalty 2680.686920 = -266035.023576
  nChanged 10
		SP:Iteration 24Q (158882.910000 sec): 3 clusters
  Score: Raw -268718.113351 + Penalty 2680.686920 = -266037.426431
  nChanged 7
		SP:Iteration 25Q (158883.060000 sec): 3 clusters
  Score: Raw -268719.869046 + Penalty 2680.686920 = -266039.182125
  nChanged 5
		SP:Iteration 26Q (158883.200000 sec): 3 clusters
  Score: Raw -268721.802558 + Penalty 2680.686920 = -266041.115638
  nChanged 6
		SP:Iteration 27Q (158883.340000 sec): 3 clusters
  Score: Raw -268723.099527 + Penalty 2680.686920 = -266042.412607
  nChanged 5
		SP:Iteration 28Q (158883.500000 sec): 3 clusters
  Score: Raw -268724.792916 + Penalty 2680.686920 = -266044.105996
  nChanged 2
		SP:Iteration 29Q (158883.660000 sec): 3 clusters
  Score: Raw -268725.196215 + Penalty 2680.686920 = -266044.509294
  nChanged 2
		SP:Iteration 30Q (158883.820000 sec): 3 clusters
  Score: Raw -268725.714292 + Penalty 2680.686920 = -266045.027371
  nChanged 2
		SP:Iteration 31Q (158883.970000 sec): 3 clusters
  Score: Raw -268727.247820 + Penalty 2680.686920 = -266046.560899
  nChanged 5
		SP:Iteration 32Q (158884.120000 sec): 3 clusters
  Score: Raw -268728.659121 + Penalty 2680.686920 = -266047.972201
  nChanged 4
		SP:Iteration 33Q (158884.280000 sec): 3 clusters
  Score: Raw -268729.216735 + Penalty 2680.686920 = -266048.529815
  nChanged 1
		SP:Iteration 34Q (158884.440000 sec): 3 clusters
  Score: Raw -268729.383147 + Penalty 2680.686920 = -266048.696226
  nChanged 1
		SP:Iteration 35Q (158884.590000 sec): 3 clusters
  Score: Raw -268729.415494 + Penalty 2680.686920 = -266048.728573
  nChanged 0
		SP:Iteration 36F (158884.750000 sec): 3 clusters
  Score: Raw -268729.415494 + Penalty 2680.686920 = -266048.728573
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (3644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158884.840000 sec): 2 clusters
  Score: Raw -264937.695124 + Penalty 1332.636054 = -263605.059070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158885.000000 sec): 3 clusters
  Score: Raw -263216.410454 + Penalty 2665.272109 = -260551.138345
  nChanged 1414
		SP:Iteration 1F (158885.150000 sec): 3 clusters
  Score: Raw -264273.650020 + Penalty 2665.272109 = -261608.377911
  nChanged 319
		SP:Iteration 2F (158885.340000 sec): 3 clusters
  Score: Raw -264548.100334 + Penalty 2665.272109 = -261882.828225
  nChanged 246
		SP:Iteration 3F (158885.490000 sec): 3 clusters
  Score: Raw -264755.723241 + Penalty 2665.272109 = -262090.451132
  nChanged 164
		SP:Iteration 4Q (158885.650000 sec): 3 clusters
  Score: Raw -264848.157707 + Penalty 2665.272109 = -262182.885598
  nChanged 105
		SP:Iteration 5Q (158885.800000 sec): 3 clusters
  Score: Raw -264893.436375 + Penalty 2665.272109 = -262228.164266
  nChanged 87
		SP:Iteration 6Q (158885.960000 sec): 3 clusters
  Score: Raw -264926.600506 + Penalty 2665.272109 = -262261.328397
  nChanged 58
		SP:Iteration 7Q (158886.120000 sec): 3 clusters
  Score: Raw -264952.446681 + Penalty 2665.272109 = -262287.174572
  nChanged 45
		SP:Iteration 8Q (158886.270000 sec): 3 clusters
  Score: Raw -264971.922638 + Penalty 2665.272109 = -262306.650529
  nChanged 41
		SP:Iteration 9Q (158886.430000 sec): 3 clusters
  Score: Raw -264987.812705 + Penalty 2665.272109 = -262322.540596
  nChanged 34
		SP:Iteration 10Q (158886.570000 sec): 3 clusters
  Score: Raw -265002.185860 + Penalty 2665.272109 = -262336.913751
  nChanged 39
		SP:Iteration 11Q (158886.730000 sec): 3 clusters
  Score: Raw -265015.577793 + Penalty 2665.272109 = -262350.305684
  nChanged 26
		SP:Iteration 12Q (158886.890000 sec): 3 clusters
  Score: Raw -265025.976747 + Penalty 2665.272109 = -262360.704638
  nChanged 30
		SP:Iteration 13Q (158887.040000 sec): 3 clusters
  Score: Raw -265039.040864 + Penalty 2665.272109 = -262373.768756
  nChanged 28
		SP:Iteration 14Q (158887.200000 sec): 3 clusters
  Score: Raw -265051.974600 + Penalty 2665.272109 = -262386.702491
  nChanged 28
		SP:Iteration 15Q (158887.350000 sec): 3 clusters
  Score: Raw -265063.363205 + Penalty 2665.272109 = -262398.091096
  nChanged 19
		SP:Iteration 16Q (158887.510000 sec): 3 clusters
  Score: Raw -265067.857287 + Penalty 2665.272109 = -262402.585178
  nChanged 14
		SP:Iteration 17Q (158887.660000 sec): 3 clusters
  Score: Raw -265070.676648 + Penalty 2665.272109 = -262405.404539
  nChanged 9
		SP:Iteration 18Q (158887.820000 sec): 3 clusters
  Score: Raw -265074.205936 + Penalty 2665.272109 = -262408.933827
  nChanged 11
		SP:Iteration 19Q (158887.980000 sec): 3 clusters
  Score: Raw -265077.040099 + Penalty 2665.272109 = -262411.767990
  nChanged 10
		SP:Iteration 20F (158888.150000 sec): 3 clusters
  Score: Raw -265079.101833 + Penalty 2665.272109 = -262413.829724
  nChanged 8
		SP:Iteration 21Q (158888.310000 sec): 3 clusters
  Score: Raw -265081.369618 + Penalty 2665.272109 = -262416.097509
  nChanged 8
		SP:Iteration 22Q (158888.460000 sec): 3 clusters
  Score: Raw -265083.428972 + Penalty 2665.272109 = -262418.156863
  nChanged 5
		SP:Iteration 23Q (158888.620000 sec): 3 clusters
  Score: Raw -265084.414108 + Penalty 2665.272109 = -262419.141999
  nChanged 6
		SP:Iteration 24Q (158888.780000 sec): 3 clusters
  Score: Raw -265085.308877 + Penalty 2665.272109 = -262420.036768
  nChanged 2
		SP:Iteration 25Q (158888.940000 sec): 3 clusters
  Score: Raw -265085.800642 + Penalty 2665.272109 = -262420.528533
  nChanged 1
		SP:Iteration 26Q (158889.100000 sec): 3 clusters
  Score: Raw -265086.167269 + Penalty 2665.272109 = -262420.895160
  nChanged 1
		SP:Iteration 27Q (158889.260000 sec): 3 clusters
  Score: Raw -265086.290904 + Penalty 2665.272109 = -262421.018795
  nChanged 1
		SP:Iteration 28Q (158889.420000 sec): 3 clusters
  Score: Raw -265086.480813 + Penalty 2665.272109 = -262421.208704
  nChanged 1
		SP:Iteration 29Q (158889.620000 sec): 3 clusters
  Score: Raw -265086.720683 + Penalty 2665.272109 = -262421.448574
  nChanged 3
		SP:Iteration 30Q (158889.750000 sec): 3 clusters
  Score: Raw -265087.463450 + Penalty 2665.272109 = -262422.191341
  nChanged 3
		SP:Iteration 31Q (158889.890000 sec): 3 clusters
  Score: Raw -265088.515692 + Penalty 2665.272109 = -262423.243583
  nChanged 2
		SP:Iteration 32Q (158890.040000 sec): 3 clusters
  Score: Raw -265088.945599 + Penalty 2665.272109 = -262423.673490
  nChanged 2
		SP:Iteration 33Q (158890.190000 sec): 3 clusters
  Score: Raw -265089.228511 + Penalty 2665.272109 = -262423.956402
  nChanged 2
		SP:Iteration 34Q (158890.350000 sec): 3 clusters
  Score: Raw -265089.568682 + Penalty 2665.272109 = -262424.296573
  nChanged 3
		SP:Iteration 35Q (158890.510000 sec): 3 clusters
  Score: Raw -265090.112721 + Penalty 2665.272109 = -262424.840612
  nChanged 2
		SP:Iteration 36Q (158890.670000 sec): 3 clusters
  Score: Raw -265090.735823 + Penalty 2665.272109 = -262425.463714
  nChanged 1
		SP:Iteration 37Q (158890.830000 sec): 3 clusters
  Score: Raw -265091.122560 + Penalty 2665.272109 = -262425.850451
  nChanged 2
		SP:Iteration 38Q (158890.990000 sec): 3 clusters
  Score: Raw -265092.155809 + Penalty 2665.272109 = -262426.883700
  nChanged 3
		SP:Iteration 39Q (158891.150000 sec): 3 clusters
  Score: Raw -265092.786510 + Penalty 2665.272109 = -262427.514401
  nChanged 1
		SP:Iteration 40F (158891.310000 sec): 3 clusters
  Score: Raw -265092.986221 + Penalty 2665.272109 = -262427.714112
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (3120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158891.400000 sec): 2 clusters
  Score: Raw -252051.859853 + Penalty 1307.408096 = -250744.451757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158891.560000 sec): 3 clusters
  Score: Raw -250564.783796 + Penalty 2614.816191 = -247949.967605
  nChanged 1195
		SP:Iteration 1F (158891.710000 sec): 3 clusters
  Score: Raw -251333.020116 + Penalty 2614.816191 = -248718.203925
  nChanged 275
		SP:Iteration 2F (158891.870000 sec): 3 clusters
  Score: Raw -251559.695581 + Penalty 2614.816191 = -248944.879390
  nChanged 197
		SP:Iteration 3F (158892.030000 sec): 3 clusters
  Score: Raw -251727.769991 + Penalty 2614.816191 = -249112.953800
  nChanged 157
		SP:Iteration 4F (158892.180000 sec): 3 clusters
  Score: Raw -251871.775715 + Penalty 2614.816191 = -249256.959524
  nChanged 157
		SP:Iteration 5F (158892.340000 sec): 3 clusters
  Score: Raw -252027.999337 + Penalty 2614.816191 = -249413.183146
  nChanged 159
		SP:Iteration 6F (158892.490000 sec): 3 clusters
  Score: Raw -252191.645568 + Penalty 2614.816191 = -249576.829377
  nChanged 139
		SP:Iteration 7Q (158892.650000 sec): 3 clusters
  Score: Raw -252329.812175 + Penalty 2614.816191 = -249714.995984
  nChanged 123
		SP:Iteration 8Q (158892.800000 sec): 3 clusters
  Score: Raw -252443.774440 + Penalty 2614.816191 = -249828.958249
  nChanged 107
		SP:Iteration 9Q (158892.960000 sec): 3 clusters
  Score: Raw -252538.561083 + Penalty 2614.816191 = -249923.744892
  nChanged 90
		SP:Iteration 10Q (158893.110000 sec): 3 clusters
  Score: Raw -252610.541297 + Penalty 2614.816191 = -249995.725106
  nChanged 76
		SP:Iteration 11Q (158893.260000 sec): 3 clusters
  Score: Raw -252691.347865 + Penalty 2614.816191 = -250076.531674
  nChanged 74
		SP:Iteration 12Q (158893.450000 sec): 3 clusters
  Score: Raw -252760.096130 + Penalty 2614.816191 = -250145.279938
  nChanged 66
		SP:Iteration 13Q (158893.590000 sec): 3 clusters
  Score: Raw -252820.569762 + Penalty 2614.816191 = -250205.753571
  nChanged 53
		SP:Iteration 14Q (158893.710000 sec): 3 clusters
  Score: Raw -252866.882404 + Penalty 2614.816191 = -250252.066213
  nChanged 38
		SP:Iteration 15Q (158893.810000 sec): 3 clusters
  Score: Raw -252896.245939 + Penalty 2614.816191 = -250281.429747
  nChanged 36
		SP:Iteration 16Q (158893.960000 sec): 3 clusters
  Score: Raw -252920.530591 + Penalty 2614.816191 = -250305.714399
  nChanged 19
		SP:Iteration 17Q (158894.100000 sec): 3 clusters
  Score: Raw -252932.997329 + Penalty 2614.816191 = -250318.181138
  nChanged 14
		SP:Iteration 18Q (158894.280000 sec): 3 clusters
  Score: Raw -252939.942867 + Penalty 2614.816191 = -250325.126676
  nChanged 14
		SP:Iteration 19Q (158894.410000 sec): 3 clusters
  Score: Raw -252947.734711 + Penalty 2614.816191 = -250332.918520
  nChanged 10
		SP:Iteration 20F (158894.560000 sec): 3 clusters
  Score: Raw -252951.836435 + Penalty 2614.816191 = -250337.020244
  nChanged 8
		SP:Iteration 21Q (158894.700000 sec): 3 clusters
  Score: Raw -252955.612992 + Penalty 2614.816191 = -250340.796800
  nChanged 5
		SP:Iteration 22Q (158894.840000 sec): 3 clusters
  Score: Raw -252957.766584 + Penalty 2614.816191 = -250342.950392
  nChanged 3
		SP:Iteration 23Q (158895.030000 sec): 3 clusters
  Score: Raw -252958.289986 + Penalty 2614.816191 = -250343.473795
  nChanged 2
		SP:Iteration 24Q (158895.180000 sec): 3 clusters
  Score: Raw -252958.998612 + Penalty 2614.816191 = -250344.182421
  nChanged 0
		SP:Iteration 25F (158895.330000 sec): 3 clusters
  Score: Raw -252958.998612 + Penalty 2614.816191 = -250344.182421
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (3403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158895.430000 sec): 2 clusters
  Score: Raw -276231.300283 + Penalty 1321.517060 = -274909.783224
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158895.590000 sec): 3 clusters
  Score: Raw -274583.246829 + Penalty 2643.034119 = -271940.212710
  nChanged 1330
		SP:Iteration 1F (158895.750000 sec): 3 clusters
  Score: Raw -275472.592695 + Penalty 2643.034119 = -272829.558576
  nChanged 327
		SP:Iteration 2F (158895.920000 sec): 3 clusters
  Score: Raw -275787.739628 + Penalty 2643.034119 = -273144.705509
  nChanged 236
		SP:Iteration 3F (158896.080000 sec): 3 clusters
  Score: Raw -276020.629659 + Penalty 2643.034119 = -273377.595540
  nChanged 192
		SP:Iteration 4F (158896.240000 sec): 3 clusters
  Score: Raw -276197.504798 + Penalty 2643.034119 = -273554.470678
  nChanged 154
		SP:Iteration 5Q (158896.400000 sec): 3 clusters
  Score: Raw -276310.557219 + Penalty 2643.034119 = -273667.523100
  nChanged 110
		SP:Iteration 6Q (158896.580000 sec): 3 clusters
  Score: Raw -276383.007837 + Penalty 2643.034119 = -273739.973718
  nChanged 95
		SP:Iteration 7Q (158896.720000 sec): 3 clusters
  Score: Raw -276437.883692 + Penalty 2643.034119 = -273794.849573
  nChanged 69
		SP:Iteration 8Q (158896.860000 sec): 3 clusters
  Score: Raw -276476.814543 + Penalty 2643.034119 = -273833.780424
  nChanged 49
		SP:Iteration 9Q (158897.000000 sec): 3 clusters
  Score: Raw -276505.580027 + Penalty 2643.034119 = -273862.545908
  nChanged 53
		SP:Iteration 10Q (158897.180000 sec): 3 clusters
  Score: Raw -276534.811416 + Penalty 2643.034119 = -273891.777297
  nChanged 48
		SP:Iteration 11Q (158897.330000 sec): 3 clusters
  Score: Raw -276561.317971 + Penalty 2643.034119 = -273918.283852
  nChanged 41
		SP:Iteration 12Q (158897.470000 sec): 3 clusters
  Score: Raw -276588.219902 + Penalty 2643.034119 = -273945.185783
  nChanged 42
		SP:Iteration 13Q (158897.620000 sec): 3 clusters
  Score: Raw -276618.907204 + Penalty 2643.034119 = -273975.873085
  nChanged 46
		SP:Iteration 14Q (158897.760000 sec): 3 clusters
  Score: Raw -276646.914726 + Penalty 2643.034119 = -274003.880606
  nChanged 44
		SP:Iteration 15Q (158897.900000 sec): 3 clusters
  Score: Raw -276668.965247 + Penalty 2643.034119 = -274025.931128
  nChanged 31
		SP:Iteration 16Q (158898.040000 sec): 3 clusters
  Score: Raw -276683.666142 + Penalty 2643.034119 = -274040.632023
  nChanged 30
		SP:Iteration 17Q (158898.200000 sec): 3 clusters
  Score: Raw -276695.772731 + Penalty 2643.034119 = -274052.738611
  nChanged 22
		SP:Iteration 18Q (158898.360000 sec): 3 clusters
  Score: Raw -276702.523929 + Penalty 2643.034119 = -274059.489809
  nChanged 17
		SP:Iteration 19Q (158898.500000 sec): 3 clusters
  Score: Raw -276708.670332 + Penalty 2643.034119 = -274065.636213
  nChanged 18
		SP:Iteration 20F (158898.650000 sec): 3 clusters
  Score: Raw -276714.790286 + Penalty 2643.034119 = -274071.756166
  nChanged 10
		SP:Iteration 21Q (158898.780000 sec): 3 clusters
  Score: Raw -276716.888686 + Penalty 2643.034119 = -274073.854567
  nChanged 11
		SP:Iteration 22Q (158898.940000 sec): 3 clusters
  Score: Raw -276720.481151 + Penalty 2643.034119 = -274077.447032
  nChanged 10
		SP:Iteration 23Q (158899.080000 sec): 3 clusters
  Score: Raw -276723.291936 + Penalty 2643.034119 = -274080.257817
  nChanged 8
		SP:Iteration 24Q (158899.230000 sec): 3 clusters
  Score: Raw -276726.926616 + Penalty 2643.034119 = -274083.892497
  nChanged 11
		SP:Iteration 25Q (158899.400000 sec): 3 clusters
  Score: Raw -276730.542594 + Penalty 2643.034119 = -274087.508475
  nChanged 9
		SP:Iteration 26Q (158899.550000 sec): 3 clusters
  Score: Raw -276734.141511 + Penalty 2643.034119 = -274091.107391
  nChanged 14
		SP:Iteration 27Q (158899.710000 sec): 3 clusters
  Score: Raw -276739.078730 + Penalty 2643.034119 = -274096.044611
  nChanged 9
		SP:Iteration 28Q (158899.860000 sec): 3 clusters
  Score: Raw -276742.454476 + Penalty 2643.034119 = -274099.420357
  nChanged 9
		SP:Iteration 29Q (158900.010000 sec): 3 clusters
  Score: Raw -276746.462664 + Penalty 2643.034119 = -274103.428545
  nChanged 9
		SP:Iteration 30Q (158900.170000 sec): 3 clusters
  Score: Raw -276749.539597 + Penalty 2643.034119 = -274106.505477
  nChanged 4
		SP:Iteration 31Q (158900.320000 sec): 3 clusters
  Score: Raw -276750.569688 + Penalty 2643.034119 = -274107.535569
  nChanged 1
		SP:Iteration 32Q (158900.480000 sec): 3 clusters
  Score: Raw -276750.926131 + Penalty 2643.034119 = -274107.892012
  nChanged 2
		SP:Iteration 33Q (158900.640000 sec): 3 clusters
  Score: Raw -276751.583297 + Penalty 2643.034119 = -274108.549178
  nChanged 2
		SP:Iteration 34Q (158900.790000 sec): 3 clusters
  Score: Raw -276751.848795 + Penalty 2643.034119 = -274108.814675
  nChanged 0
		SP:Iteration 35F (158900.940000 sec): 3 clusters
  Score: Raw -276751.848795 + Penalty 2643.034119 = -274108.814675
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (3881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158901.060000 sec): 2 clusters
  Score: Raw -301018.036308 + Penalty 1342.875321 = -299675.160987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158901.290000 sec): 3 clusters
  Score: Raw -299135.590171 + Penalty 2685.750643 = -296449.839528
  nChanged 1544
		SP:Iteration 1F (158901.430000 sec): 3 clusters
  Score: Raw -300194.073138 + Penalty 2685.750643 = -297508.322495
  nChanged 358
		SP:Iteration 2F (158901.590000 sec): 3 clusters
  Score: Raw -300528.676813 + Penalty 2685.750643 = -297842.926170
  nChanged 301
		SP:Iteration 3F (158901.750000 sec): 3 clusters
  Score: Raw -300921.473926 + Penalty 2685.750643 = -298235.723283
  nChanged 297
		SP:Iteration 4F (158901.920000 sec): 3 clusters
  Score: Raw -301302.050276 + Penalty 2685.750643 = -298616.299633
  nChanged 260
		SP:Iteration 5F (158902.100000 sec): 3 clusters
  Score: Raw -301591.046296 + Penalty 2685.750643 = -298905.295653
  nChanged 186
		SP:Iteration 6Q (158902.280000 sec): 3 clusters
  Score: Raw -301734.231460 + Penalty 2685.750643 = -299048.480817
  nChanged 129
		SP:Iteration 7Q (158902.490000 sec): 3 clusters
  Score: Raw -301799.929307 + Penalty 2685.750643 = -299114.178665
  nChanged 64
		SP:Iteration 8Q (158902.650000 sec): 3 clusters
  Score: Raw -301826.466379 + Penalty 2685.750643 = -299140.715737
  nChanged 40
		SP:Iteration 9Q (158902.820000 sec): 3 clusters
  Score: Raw -301855.788165 + Penalty 2685.750643 = -299170.037523
  nChanged 48
		SP:Iteration 10Q (158902.980000 sec): 3 clusters
  Score: Raw -301880.596471 + Penalty 2685.750643 = -299194.845828
  nChanged 44
		SP:Iteration 11Q (158903.130000 sec): 3 clusters
  Score: Raw -301897.595453 + Penalty 2685.750643 = -299211.844810
  nChanged 25
		SP:Iteration 12Q (158903.290000 sec): 3 clusters
  Score: Raw -301909.197008 + Penalty 2685.750643 = -299223.446365
  nChanged 32
		SP:Iteration 13Q (158903.450000 sec): 3 clusters
  Score: Raw -301923.021238 + Penalty 2685.750643 = -299237.270595
  nChanged 31
		SP:Iteration 14Q (158903.610000 sec): 3 clusters
  Score: Raw -301932.754154 + Penalty 2685.750643 = -299247.003511
  nChanged 18
		SP:Iteration 15Q (158903.770000 sec): 3 clusters
  Score: Raw -301937.766068 + Penalty 2685.750643 = -299252.015425
  nChanged 17
		SP:Iteration 16Q (158903.930000 sec): 3 clusters
  Score: Raw -301943.744407 + Penalty 2685.750643 = -299257.993764
  nChanged 21
		SP:Iteration 17Q (158904.120000 sec): 3 clusters
  Score: Raw -301952.241880 + Penalty 2685.750643 = -299266.491237
  nChanged 14
		SP:Iteration 18Q (158904.270000 sec): 3 clusters
  Score: Raw -301957.633910 + Penalty 2685.750643 = -299271.883267
  nChanged 11
		SP:Iteration 19Q (158904.420000 sec): 3 clusters
  Score: Raw -301961.029886 + Penalty 2685.750643 = -299275.279244
  nChanged 10
		SP:Iteration 20F (158904.560000 sec): 3 clusters
  Score: Raw -301963.974505 + Penalty 2685.750643 = -299278.223863
  nChanged 13
		SP:Iteration 21Q (158904.710000 sec): 3 clusters
  Score: Raw -301969.367106 + Penalty 2685.750643 = -299283.616463
  nChanged 15
		SP:Iteration 22Q (158904.870000 sec): 3 clusters
  Score: Raw -301973.977156 + Penalty 2685.750643 = -299288.226513
  nChanged 10
		SP:Iteration 23Q (158905.000000 sec): 3 clusters
  Score: Raw -301976.663260 + Penalty 2685.750643 = -299290.912617
  nChanged 5
		SP:Iteration 24Q (158905.140000 sec): 3 clusters
  Score: Raw -301977.718917 + Penalty 2685.750643 = -299291.968274
  nChanged 4
		SP:Iteration 25Q (158905.290000 sec): 3 clusters
  Score: Raw -301978.237280 + Penalty 2685.750643 = -299292.486637
  nChanged 2
		SP:Iteration 26Q (158905.430000 sec): 3 clusters
  Score: Raw -301978.831933 + Penalty 2685.750643 = -299293.081290
  nChanged 3
		SP:Iteration 27Q (158905.580000 sec): 3 clusters
  Score: Raw -301980.220961 + Penalty 2685.750643 = -299294.470318
  nChanged 2
		SP:Iteration 28Q (158905.730000 sec): 3 clusters
  Score: Raw -301980.800744 + Penalty 2685.750643 = -299295.050101
  nChanged 1
		SP:Iteration 29Q (158905.880000 sec): 3 clusters
  Score: Raw -301980.969795 + Penalty 2685.750643 = -299295.219153
  nChanged 1
		SP:Iteration 30Q (158906.030000 sec): 3 clusters
  Score: Raw -301981.263880 + Penalty 2685.750643 = -299295.513237
  nChanged 0
		SP:Iteration 31F (158906.170000 sec): 3 clusters
  Score: Raw -301981.263880 + Penalty 2685.750643 = -299295.513237
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (6629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158906.260000 sec): 2 clusters
  Score: Raw -565625.648521 + Penalty 1429.871502 = -564195.777019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158906.430000 sec): 3 clusters
  Score: Raw -562094.497934 + Penalty 2859.743004 = -559234.754930
  nChanged 2777
		SP:Iteration 1F (158906.600000 sec): 3 clusters
  Score: Raw -563780.129090 + Penalty 2859.743004 = -560920.386087
  nChanged 542
		SP:Iteration 2F (158906.790000 sec): 3 clusters
  Score: Raw -564152.462828 + Penalty 2859.743004 = -561292.719824
  nChanged 411
		SP:Iteration 3F (158906.980000 sec): 3 clusters
  Score: Raw -564407.731102 + Penalty 2859.743004 = -561547.988098
  nChanged 342
		SP:Iteration 4F (158907.150000 sec): 3 clusters
  Score: Raw -564630.358485 + Penalty 2859.743004 = -561770.615482
  nChanged 294
		SP:Iteration 5Q (158907.330000 sec): 3 clusters
  Score: Raw -564808.197815 + Penalty 2859.743004 = -561948.454811
  nChanged 255
		SP:Iteration 6Q (158907.520000 sec): 3 clusters
  Score: Raw -564946.298385 + Penalty 2859.743004 = -562086.555382
  nChanged 213
		SP:Iteration 7Q (158907.720000 sec): 3 clusters
  Score: Raw -565067.079683 + Penalty 2859.743004 = -562207.336679
  nChanged 171
		SP:Iteration 8Q (158907.970000 sec): 3 clusters
  Score: Raw -565145.100870 + Penalty 2859.743004 = -562285.357866
  nChanged 143
		SP:Iteration 9Q (158908.120000 sec): 3 clusters
  Score: Raw -565208.772520 + Penalty 2859.743004 = -562349.029516
  nChanged 129
		SP:Iteration 10Q (158908.300000 sec): 3 clusters
  Score: Raw -565264.578809 + Penalty 2859.743004 = -562404.835806
  nChanged 102
		SP:Iteration 11Q (158908.480000 sec): 3 clusters
  Score: Raw -565310.340402 + Penalty 2859.743004 = -562450.597398
  nChanged 112
		SP:Iteration 12Q (158908.670000 sec): 3 clusters
  Score: Raw -565364.161873 + Penalty 2859.743004 = -562504.418869
  nChanged 109
		SP:Iteration 13Q (158908.850000 sec): 3 clusters
  Score: Raw -565422.427227 + Penalty 2859.743004 = -562562.684223
  nChanged 111
		SP:Iteration 14Q (158909.030000 sec): 3 clusters
  Score: Raw -565482.299217 + Penalty 2859.743004 = -562622.556213
  nChanged 117
		SP:Iteration 15Q (158909.200000 sec): 3 clusters
  Score: Raw -565553.718327 + Penalty 2859.743004 = -562693.975323
  nChanged 105
		SP:Iteration 16Q (158909.370000 sec): 3 clusters
  Score: Raw -565622.111899 + Penalty 2859.743004 = -562762.368896
  nChanged 91
		SP:Iteration 17Q (158909.540000 sec): 3 clusters
  Score: Raw -565671.678936 + Penalty 2859.743004 = -562811.935932
  nChanged 78
		SP:Iteration 18Q (158909.740000 sec): 3 clusters
  Score: Raw -565721.768762 + Penalty 2859.743004 = -562862.025758
  nChanged 76
		SP:Iteration 19Q (158909.890000 sec): 3 clusters
  Score: Raw -565759.980196 + Penalty 2859.743004 = -562900.237193
  nChanged 77
		SP:Iteration 20F (158910.110000 sec): 3 clusters
  Score: Raw -565800.383209 + Penalty 2859.743004 = -562940.640205
  nChanged 66
		SP:Iteration 21Q (158910.280000 sec): 3 clusters
  Score: Raw -565826.410398 + Penalty 2859.743004 = -562966.667394
  nChanged 46
		SP:Iteration 22Q (158910.470000 sec): 3 clusters
  Score: Raw -565844.572752 + Penalty 2859.743004 = -562984.829748
  nChanged 42
		SP:Iteration 23Q (158910.660000 sec): 3 clusters
  Score: Raw -565861.417946 + Penalty 2859.743004 = -563001.674942
  nChanged 34
		SP:Iteration 24Q (158910.830000 sec): 3 clusters
  Score: Raw -565875.428220 + Penalty 2859.743004 = -563015.685217
  nChanged 29
		SP:Iteration 25Q (158911.010000 sec): 3 clusters
  Score: Raw -565894.248444 + Penalty 2859.743004 = -563034.505440
  nChanged 27
		SP:Iteration 26Q (158911.190000 sec): 3 clusters
  Score: Raw -565911.005856 + Penalty 2859.743004 = -563051.262852
  nChanged 32
		SP:Iteration 27Q (158911.440000 sec): 3 clusters
  Score: Raw -565926.533261 + Penalty 2859.743004 = -563066.790258
  nChanged 40
		SP:Iteration 28Q (158911.630000 sec): 3 clusters
  Score: Raw -565948.717453 + Penalty 2859.743004 = -563088.974449
  nChanged 28
		SP:Iteration 29Q (158911.790000 sec): 3 clusters
  Score: Raw -565963.106269 + Penalty 2859.743004 = -563103.363266
  nChanged 19
		SP:Iteration 30Q (158912.010000 sec): 3 clusters
  Score: Raw -565973.146562 + Penalty 2859.743004 = -563113.403558
  nChanged 21
		SP:Iteration 31Q (158912.190000 sec): 3 clusters
  Score: Raw -565983.492622 + Penalty 2859.743004 = -563123.749618
  nChanged 19
		SP:Iteration 32Q (158912.470000 sec): 3 clusters
  Score: Raw -565991.528831 + Penalty 2859.743004 = -563131.785827
  nChanged 15
		SP:Iteration 33Q (158912.600000 sec): 3 clusters
  Score: Raw -566000.783436 + Penalty 2859.743004 = -563141.040433
  nChanged 14
		SP:Iteration 34Q (158912.790000 sec): 3 clusters
  Score: Raw -566007.380609 + Penalty 2859.743004 = -563147.637606
  nChanged 14
		SP:Iteration 35Q (158913.050000 sec): 3 clusters
  Score: Raw -566014.418838 + Penalty 2859.743004 = -563154.675835
  nChanged 13
		SP:Iteration 36Q (158913.180000 sec): 3 clusters
  Score: Raw -566019.282061 + Penalty 2859.743004 = -563159.539057
  nChanged 7
		SP:Iteration 37Q (158913.390000 sec): 3 clusters
  Score: Raw -566022.785684 + Penalty 2859.743004 = -563163.042680
  nChanged 9
		SP:Iteration 38Q (158913.570000 sec): 3 clusters
  Score: Raw -566026.780002 + Penalty 2859.743004 = -563167.036998
  nChanged 7
		SP:Iteration 39Q (158913.680000 sec): 3 clusters
  Score: Raw -566029.951051 + Penalty 2859.743004 = -563170.208047
  nChanged 10
		SP:Iteration 40F (158913.780000 sec): 3 clusters
  Score: Raw -566037.360059 + Penalty 2859.743004 = -563177.617055
  nChanged 10
		SP:Iteration 41Q (158913.870000 sec): 3 clusters
  Score: Raw -566043.983510 + Penalty 2859.743004 = -563184.240506
  nChanged 14
		SP:Iteration 42Q (158914.090000 sec): 3 clusters
  Score: Raw -566050.549453 + Penalty 2859.743004 = -563190.806449
  nChanged 8
		SP:Iteration 43Q (158914.280000 sec): 3 clusters
  Score: Raw -566054.077270 + Penalty 2859.743004 = -563194.334266
  nChanged 8
		SP:Iteration 44Q (158914.460000 sec): 3 clusters
  Score: Raw -566057.073584 + Penalty 2859.743004 = -563197.330580
  nChanged 9
		SP:Iteration 45Q (158914.690000 sec): 3 clusters
  Score: Raw -566060.466997 + Penalty 2859.743004 = -563200.723993
  nChanged 9
		SP:Iteration 46Q (158914.860000 sec): 3 clusters
  Score: Raw -566062.619233 + Penalty 2859.743004 = -563202.876229
  nChanged 3
		SP:Iteration 47Q (158915.040000 sec): 3 clusters
  Score: Raw -566064.300649 + Penalty 2859.743004 = -563204.557645
  nChanged 4
		SP:Iteration 48Q (158915.230000 sec): 3 clusters
  Score: Raw -566065.403891 + Penalty 2859.743004 = -563205.660887
  nChanged 5
		SP:Iteration 49Q (158915.410000 sec): 3 clusters
  Score: Raw -566066.750062 + Penalty 2859.743004 = -563207.007058
  nChanged 1
		SP:Iteration 50Q (158915.600000 sec): 3 clusters
  Score: Raw -566067.111924 + Penalty 2859.743004 = -563207.368920
  nChanged 1
		SP:Iteration 51Q (158915.790000 sec): 3 clusters
  Score: Raw -566067.475201 + Penalty 2859.743004 = -563207.732197
  nChanged 2
		SP:Iteration 52Q (158915.970000 sec): 3 clusters
  Score: Raw -566068.022434 + Penalty 2859.743004 = -563208.279430
  nChanged 1
		SP:Iteration 53Q (158916.140000 sec): 3 clusters
  Score: Raw -566068.739606 + Penalty 2859.743004 = -563208.996602
  nChanged 2
		SP:Iteration 54Q (158916.350000 sec): 3 clusters
  Score: Raw -566069.331775 + Penalty 2859.743004 = -563209.588771
  nChanged 3
		SP:Iteration 55Q (158916.530000 sec): 3 clusters
  Score: Raw -566070.565055 + Penalty 2859.743004 = -563210.822051
  nChanged 2
		SP:Iteration 56Q (158916.690000 sec): 3 clusters
  Score: Raw -566070.981447 + Penalty 2859.743004 = -563211.238443
  nChanged 1
		SP:Iteration 57Q (158916.850000 sec): 3 clusters
  Score: Raw -566071.556612 + Penalty 2859.743004 = -563211.813609
  nChanged 2
		SP:Iteration 58Q (158917.040000 sec): 3 clusters
  Score: Raw -566072.282623 + Penalty 2859.743004 = -563212.539619
  nChanged 0
		SP:Iteration 59F (158917.210000 sec): 3 clusters
  Score: Raw -566072.282623 + Penalty 2859.743004 = -563212.539619
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (4569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158917.320000 sec): 2 clusters
  Score: Raw -386377.867001 + Penalty 1369.395567 = -385008.471434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158917.480000 sec): 3 clusters
  Score: Raw -383997.878896 + Penalty 2738.791134 = -381259.087763
  nChanged 1852
		SP:Iteration 1F (158917.650000 sec): 3 clusters
  Score: Raw -385147.673959 + Penalty 2738.791134 = -382408.882826
  nChanged 381
		SP:Iteration 2F (158917.820000 sec): 3 clusters
  Score: Raw -385404.583930 + Penalty 2738.791134 = -382665.792797
  nChanged 283
		SP:Iteration 3F (158918.000000 sec): 3 clusters
  Score: Raw -385575.630989 + Penalty 2738.791134 = -382836.839856
  nChanged 243
		SP:Iteration 4F (158918.150000 sec): 3 clusters
  Score: Raw -385731.290608 + Penalty 2738.791134 = -382992.499474
  nChanged 200
		SP:Iteration 5Q (158918.300000 sec): 3 clusters
  Score: Raw -385872.383480 + Penalty 2738.791134 = -383133.592346
  nChanged 214
		SP:Iteration 6Q (158918.450000 sec): 3 clusters
  Score: Raw -386025.468088 + Penalty 2738.791134 = -383286.676955
  nChanged 202
		SP:Iteration 7Q (158918.610000 sec): 3 clusters
  Score: Raw -386182.978052 + Penalty 2738.791134 = -383444.186919
  nChanged 204
		SP:Iteration 8Q (158918.770000 sec): 3 clusters
  Score: Raw -386354.350102 + Penalty 2738.791134 = -383615.558968
  nChanged 177
		SP:Iteration 9Q (158918.920000 sec): 3 clusters
  Score: Raw -386500.701202 + Penalty 2738.791134 = -383761.910068
  nChanged 138
		SP:Iteration 10Q (158919.080000 sec): 3 clusters
  Score: Raw -386602.446619 + Penalty 2738.791134 = -383863.655486
  nChanged 119
		SP:Iteration 11Q (158919.230000 sec): 3 clusters
  Score: Raw -386682.607257 + Penalty 2738.791134 = -383943.816124
  nChanged 101
		SP:Iteration 12Q (158919.390000 sec): 3 clusters
  Score: Raw -386732.201741 + Penalty 2738.791134 = -383993.410607
  nChanged 69
		SP:Iteration 13Q (158919.540000 sec): 3 clusters
  Score: Raw -386773.800016 + Penalty 2738.791134 = -384035.008883
  nChanged 62
		SP:Iteration 14Q (158919.700000 sec): 3 clusters
  Score: Raw -386808.571321 + Penalty 2738.791134 = -384069.780188
  nChanged 63
		SP:Iteration 15Q (158919.860000 sec): 3 clusters
  Score: Raw -386850.133270 + Penalty 2738.791134 = -384111.342137
  nChanged 67
		SP:Iteration 16Q (158920.010000 sec): 3 clusters
  Score: Raw -386905.896805 + Penalty 2738.791134 = -384167.105672
  nChanged 69
		SP:Iteration 17Q (158920.170000 sec): 3 clusters
  Score: Raw -386959.220337 + Penalty 2738.791134 = -384220.429203
  nChanged 56
		SP:Iteration 18Q (158920.330000 sec): 3 clusters
  Score: Raw -387003.206191 + Penalty 2738.791134 = -384264.415057
  nChanged 59
		SP:Iteration 19Q (158920.500000 sec): 3 clusters
  Score: Raw -387042.208850 + Penalty 2738.791134 = -384303.417717
  nChanged 56
		SP:Iteration 20F (158920.670000 sec): 3 clusters
  Score: Raw -387084.476981 + Penalty 2738.791134 = -384345.685847
  nChanged 49
		SP:Iteration 21Q (158920.820000 sec): 3 clusters
  Score: Raw -387110.339924 + Penalty 2738.791134 = -384371.548790
  nChanged 36
		SP:Iteration 22Q (158920.960000 sec): 3 clusters
  Score: Raw -387125.793663 + Penalty 2738.791134 = -384387.002529
  nChanged 34
		SP:Iteration 23Q (158921.100000 sec): 3 clusters
  Score: Raw -387137.880343 + Penalty 2738.791134 = -384399.089209
  nChanged 24
		SP:Iteration 24Q (158921.250000 sec): 3 clusters
  Score: Raw -387147.576864 + Penalty 2738.791134 = -384408.785730
  nChanged 22
		SP:Iteration 25Q (158921.400000 sec): 3 clusters
  Score: Raw -387155.784337 + Penalty 2738.791134 = -384416.993204
  nChanged 21
		SP:Iteration 26Q (158921.560000 sec): 3 clusters
  Score: Raw -387163.766108 + Penalty 2738.791134 = -384424.974974
  nChanged 17
		SP:Iteration 27Q (158921.720000 sec): 3 clusters
  Score: Raw -387169.796833 + Penalty 2738.791134 = -384431.005699
  nChanged 12
		SP:Iteration 28Q (158921.870000 sec): 3 clusters
  Score: Raw -387174.574916 + Penalty 2738.791134 = -384435.783783
  nChanged 8
		SP:Iteration 29Q (158922.020000 sec): 3 clusters
  Score: Raw -387176.939425 + Penalty 2738.791134 = -384438.148292
  nChanged 6
		SP:Iteration 30Q (158922.180000 sec): 3 clusters
  Score: Raw -387178.150818 + Penalty 2738.791134 = -384439.359685
  nChanged 5
		SP:Iteration 31Q (158922.340000 sec): 3 clusters
  Score: Raw -387179.657783 + Penalty 2738.791134 = -384440.866649
  nChanged 4
		SP:Iteration 32Q (158922.500000 sec): 3 clusters
  Score: Raw -387180.520088 + Penalty 2738.791134 = -384441.728954
  nChanged 2
		SP:Iteration 33Q (158922.650000 sec): 3 clusters
  Score: Raw -387180.826400 + Penalty 2738.791134 = -384442.035266
  nChanged 1
		SP:Iteration 34Q (158922.810000 sec): 3 clusters
  Score: Raw -387180.979569 + Penalty 2738.791134 = -384442.188435
  nChanged 0
		SP:Iteration 35F (158922.950000 sec): 3 clusters
  Score: Raw -387180.979569 + Penalty 2738.791134 = -384442.188435
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (4411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158923.030000 sec): 2 clusters
  Score: Raw -376706.723472 + Penalty 1363.676714 = -375343.046758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158923.180000 sec): 3 clusters
  Score: Raw -374448.691842 + Penalty 2727.353428 = -371721.338414
  nChanged 1799
		SP:Iteration 1F (158923.330000 sec): 3 clusters
  Score: Raw -375524.730264 + Penalty 2727.353428 = -372797.376836
  nChanged 350
		SP:Iteration 2F (158923.470000 sec): 3 clusters
  Score: Raw -375776.561428 + Penalty 2727.353428 = -373049.208000
  nChanged 327
		SP:Iteration 3F (158923.630000 sec): 3 clusters
  Score: Raw -376030.305036 + Penalty 2727.353428 = -373302.951608
  nChanged 274
		SP:Iteration 4F (158923.790000 sec): 3 clusters
  Score: Raw -376220.915212 + Penalty 2727.353428 = -373493.561784
  nChanged 226
		SP:Iteration 5F (158923.950000 sec): 3 clusters
  Score: Raw -376392.825337 + Penalty 2727.353428 = -373665.471910
  nChanged 190
		SP:Iteration 6Q (158924.130000 sec): 3 clusters
  Score: Raw -376533.769134 + Penalty 2727.353428 = -373806.415707
  nChanged 156
		SP:Iteration 7Q (158924.300000 sec): 3 clusters
  Score: Raw -376636.134339 + Penalty 2727.353428 = -373908.780911
  nChanged 139
		SP:Iteration 8Q (158924.490000 sec): 3 clusters
  Score: Raw -376723.328009 + Penalty 2727.353428 = -373995.974582
  nChanged 121
		SP:Iteration 9Q (158924.670000 sec): 3 clusters
  Score: Raw -376803.797134 + Penalty 2727.353428 = -374076.443707
  nChanged 96
		SP:Iteration 10Q (158924.830000 sec): 3 clusters
  Score: Raw -376855.819876 + Penalty 2727.353428 = -374128.466449
  nChanged 82
		SP:Iteration 11Q (158924.990000 sec): 3 clusters
  Score: Raw -376902.796547 + Penalty 2727.353428 = -374175.443119
  nChanged 82
		SP:Iteration 12Q (158925.150000 sec): 3 clusters
  Score: Raw -376958.348531 + Penalty 2727.353428 = -374230.995104
  nChanged 69
		SP:Iteration 13Q (158925.320000 sec): 3 clusters
  Score: Raw -377002.210335 + Penalty 2727.353428 = -374274.856907
  nChanged 57
		SP:Iteration 14Q (158925.490000 sec): 3 clusters
  Score: Raw -377033.250274 + Penalty 2727.353428 = -374305.896847
  nChanged 50
		SP:Iteration 15Q (158925.700000 sec): 3 clusters
  Score: Raw -377058.662786 + Penalty 2727.353428 = -374331.309359
  nChanged 39
		SP:Iteration 16Q (158925.830000 sec): 3 clusters
  Score: Raw -377077.863542 + Penalty 2727.353428 = -374350.510114
  nChanged 39
		SP:Iteration 17Q (158926.030000 sec): 3 clusters
  Score: Raw -377095.046011 + Penalty 2727.353428 = -374367.692583
  nChanged 32
		SP:Iteration 18Q (158926.170000 sec): 3 clusters
  Score: Raw -377106.492636 + Penalty 2727.353428 = -374379.139208
  nChanged 19
		SP:Iteration 19Q (158926.370000 sec): 3 clusters
  Score: Raw -377112.741017 + Penalty 2727.353428 = -374385.387589
  nChanged 18
		SP:Iteration 20F (158926.520000 sec): 3 clusters
  Score: Raw -377118.208851 + Penalty 2727.353428 = -374390.855423
  nChanged 16
		SP:Iteration 21Q (158926.690000 sec): 3 clusters
  Score: Raw -377122.044029 + Penalty 2727.353428 = -374394.690602
  nChanged 9
		SP:Iteration 22Q (158926.880000 sec): 3 clusters
  Score: Raw -377124.782559 + Penalty 2727.353428 = -374397.429132
  nChanged 6
		SP:Iteration 23Q (158927.040000 sec): 3 clusters
  Score: Raw -377126.632470 + Penalty 2727.353428 = -374399.279043
  nChanged 7
		SP:Iteration 24Q (158927.190000 sec): 3 clusters
  Score: Raw -377129.103020 + Penalty 2727.353428 = -374401.749592
  nChanged 8
		SP:Iteration 25Q (158927.340000 sec): 3 clusters
  Score: Raw -377131.215412 + Penalty 2727.353428 = -374403.861985
  nChanged 6
		SP:Iteration 26Q (158927.510000 sec): 3 clusters
  Score: Raw -377132.416366 + Penalty 2727.353428 = -374405.062938
  nChanged 7
		SP:Iteration 27Q (158927.670000 sec): 3 clusters
  Score: Raw -377134.284022 + Penalty 2727.353428 = -374406.930594
  nChanged 7
		SP:Iteration 28Q (158927.820000 sec): 3 clusters
  Score: Raw -377136.422876 + Penalty 2727.353428 = -374409.069448
  nChanged 6
		SP:Iteration 29Q (158928.030000 sec): 3 clusters
  Score: Raw -377138.124928 + Penalty 2727.353428 = -374410.771501
  nChanged 3
		SP:Iteration 30Q (158928.140000 sec): 3 clusters
  Score: Raw -377139.251747 + Penalty 2727.353428 = -374411.898319
  nChanged 2
		SP:Iteration 31Q (158928.290000 sec): 3 clusters
  Score: Raw -377139.739745 + Penalty 2727.353428 = -374412.386317
  nChanged 2
		SP:Iteration 32Q (158928.450000 sec): 3 clusters
  Score: Raw -377140.046806 + Penalty 2727.353428 = -374412.693379
  nChanged 1
		SP:Iteration 33Q (158928.600000 sec): 3 clusters
  Score: Raw -377140.312262 + Penalty 2727.353428 = -374412.958835
  nChanged 4
		SP:Iteration 34Q (158928.750000 sec): 3 clusters
  Score: Raw -377141.227261 + Penalty 2727.353428 = -374413.873833
  nChanged 2
		SP:Iteration 35Q (158928.900000 sec): 3 clusters
  Score: Raw -377141.584469 + Penalty 2727.353428 = -374414.231041
  nChanged 4
		SP:Iteration 36Q (158929.060000 sec): 3 clusters
  Score: Raw -377142.573138 + Penalty 2727.353428 = -374415.219711
  nChanged 8
		SP:Iteration 37Q (158929.200000 sec): 3 clusters
  Score: Raw -377144.955739 + Penalty 2727.353428 = -374417.602312
  nChanged 9
		SP:Iteration 38Q (158929.400000 sec): 3 clusters
  Score: Raw -377148.699120 + Penalty 2727.353428 = -374421.345693
  nChanged 13
		SP:Iteration 39Q (158929.580000 sec): 3 clusters
  Score: Raw -377152.313455 + Penalty 2727.353428 = -374424.960027
  nChanged 10
		SP:Iteration 40F (158929.730000 sec): 3 clusters
  Score: Raw -377154.906158 + Penalty 2727.353428 = -374427.552730
  nChanged 6
		SP:Iteration 41Q (158929.900000 sec): 3 clusters
  Score: Raw -377156.240355 + Penalty 2727.353428 = -374428.886927
  nChanged 5
		SP:Iteration 42Q (158930.080000 sec): 3 clusters
  Score: Raw -377157.843054 + Penalty 2727.353428 = -374430.489627
  nChanged 6
		SP:Iteration 43Q (158930.230000 sec): 3 clusters
  Score: Raw -377158.947910 + Penalty 2727.353428 = -374431.594482
  nChanged 1
		SP:Iteration 44Q (158930.370000 sec): 3 clusters
  Score: Raw -377159.096291 + Penalty 2727.353428 = -374431.742863
  nChanged 1
		SP:Iteration 45Q (158930.520000 sec): 3 clusters
  Score: Raw -377159.193233 + Penalty 2727.353428 = -374431.839806
  nChanged 2
		SP:Iteration 46Q (158930.660000 sec): 3 clusters
  Score: Raw -377159.691609 + Penalty 2727.353428 = -374432.338181
  nChanged 3
		SP:Iteration 47Q (158930.810000 sec): 3 clusters
  Score: Raw -377160.139630 + Penalty 2727.353428 = -374432.786202
  nChanged 0
		SP:Iteration 48F (158930.950000 sec): 3 clusters
  Score: Raw -377160.139630 + Penalty 2727.353428 = -374432.786202
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (4039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158931.030000 sec): 2 clusters
  Score: Raw -309219.934970 + Penalty 1349.359768 = -307870.575202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158931.170000 sec): 3 clusters
  Score: Raw -307193.860070 + Penalty 2698.719535 = -304495.140535
  nChanged 1585
		SP:Iteration 1F (158931.320000 sec): 3 clusters
  Score: Raw -308032.114043 + Penalty 2698.719535 = -305333.394508
  nChanged 314
		SP:Iteration 2F (158931.470000 sec): 3 clusters
  Score: Raw -308223.989908 + Penalty 2698.719535 = -305525.270373
  nChanged 236
		SP:Iteration 3F (158931.620000 sec): 3 clusters
  Score: Raw -308380.948379 + Penalty 2698.719535 = -305682.228844
  nChanged 216
		SP:Iteration 4F (158931.790000 sec): 3 clusters
  Score: Raw -308537.110053 + Penalty 2698.719535 = -305838.390518
  nChanged 205
		SP:Iteration 5F (158931.950000 sec): 3 clusters
  Score: Raw -308694.890509 + Penalty 2698.719535 = -305996.170974
  nChanged 188
		SP:Iteration 6Q (158932.120000 sec): 3 clusters
  Score: Raw -308833.611941 + Penalty 2698.719535 = -306134.892406
  nChanged 190
		SP:Iteration 7Q (158932.280000 sec): 3 clusters
  Score: Raw -308959.101128 + Penalty 2698.719535 = -306260.381593
  nChanged 137
		SP:Iteration 8Q (158932.440000 sec): 3 clusters
  Score: Raw -309048.434417 + Penalty 2698.719535 = -306349.714881
  nChanged 116
		SP:Iteration 9Q (158932.600000 sec): 3 clusters
  Score: Raw -309123.078147 + Penalty 2698.719535 = -306424.358612
  nChanged 104
		SP:Iteration 10Q (158932.760000 sec): 3 clusters
  Score: Raw -309185.760756 + Penalty 2698.719535 = -306487.041221
  nChanged 95
		SP:Iteration 11Q (158932.950000 sec): 3 clusters
  Score: Raw -309239.230078 + Penalty 2698.719535 = -306540.510543
  nChanged 73
		SP:Iteration 12Q (158933.100000 sec): 3 clusters
  Score: Raw -309277.373433 + Penalty 2698.719535 = -306578.653898
  nChanged 75
		SP:Iteration 13Q (158933.250000 sec): 3 clusters
  Score: Raw -309327.917590 + Penalty 2698.719535 = -306629.198055
  nChanged 77
		SP:Iteration 14Q (158933.390000 sec): 3 clusters
  Score: Raw -309388.558856 + Penalty 2698.719535 = -306689.839321
  nChanged 81
		SP:Iteration 15Q (158933.550000 sec): 3 clusters
  Score: Raw -309442.336459 + Penalty 2698.719535 = -306743.616924
  nChanged 78
		SP:Iteration 16Q (158933.700000 sec): 3 clusters
  Score: Raw -309485.487585 + Penalty 2698.719535 = -306786.768050
  nChanged 68
		SP:Iteration 17Q (158933.860000 sec): 3 clusters
  Score: Raw -309521.932613 + Penalty 2698.719535 = -306823.213078
  nChanged 62
		SP:Iteration 18Q (158934.010000 sec): 3 clusters
  Score: Raw -309547.767150 + Penalty 2698.719535 = -306849.047615
  nChanged 42
		SP:Iteration 19Q (158934.170000 sec): 3 clusters
  Score: Raw -309565.213083 + Penalty 2698.719535 = -306866.493548
  nChanged 33
		SP:Iteration 20F (158934.330000 sec): 3 clusters
  Score: Raw -309578.505613 + Penalty 2698.719535 = -306879.786078
  nChanged 28
		SP:Iteration 21Q (158934.480000 sec): 3 clusters
  Score: Raw -309587.755909 + Penalty 2698.719535 = -306889.036374
  nChanged 25
		SP:Iteration 22Q (158934.640000 sec): 3 clusters
  Score: Raw -309595.187134 + Penalty 2698.719535 = -306896.467599
  nChanged 18
		SP:Iteration 23Q (158934.790000 sec): 3 clusters
  Score: Raw -309601.151522 + Penalty 2698.719535 = -306902.431987
  nChanged 11
		SP:Iteration 24Q (158934.940000 sec): 3 clusters
  Score: Raw -309603.579866 + Penalty 2698.719535 = -306904.860331
  nChanged 7
		SP:Iteration 25Q (158935.100000 sec): 3 clusters
  Score: Raw -309605.377439 + Penalty 2698.719535 = -306906.657904
  nChanged 5
		SP:Iteration 26Q (158935.260000 sec): 3 clusters
  Score: Raw -309606.931438 + Penalty 2698.719535 = -306908.211903
  nChanged 7
		SP:Iteration 27Q (158935.420000 sec): 3 clusters
  Score: Raw -309608.980023 + Penalty 2698.719535 = -306910.260488
  nChanged 7
		SP:Iteration 28Q (158935.570000 sec): 3 clusters
  Score: Raw -309611.107031 + Penalty 2698.719535 = -306912.387496
  nChanged 15
		SP:Iteration 29Q (158935.730000 sec): 3 clusters
  Score: Raw -309614.950239 + Penalty 2698.719535 = -306916.230704
  nChanged 11
		SP:Iteration 30Q (158935.880000 sec): 3 clusters
  Score: Raw -309619.125768 + Penalty 2698.719535 = -306920.406233
  nChanged 14
		SP:Iteration 31Q (158936.030000 sec): 3 clusters
  Score: Raw -309622.594401 + Penalty 2698.719535 = -306923.874866
  nChanged 11
		SP:Iteration 32Q (158936.190000 sec): 3 clusters
  Score: Raw -309626.236826 + Penalty 2698.719535 = -306927.517290
  nChanged 10
		SP:Iteration 33Q (158936.340000 sec): 3 clusters
  Score: Raw -309630.003467 + Penalty 2698.719535 = -306931.283932
  nChanged 10
		SP:Iteration 34Q (158936.530000 sec): 3 clusters
  Score: Raw -309632.774473 + Penalty 2698.719535 = -306934.054938
  nChanged 13
		SP:Iteration 35Q (158936.700000 sec): 3 clusters
  Score: Raw -309638.457389 + Penalty 2698.719535 = -306939.737854
  nChanged 19
		SP:Iteration 36Q (158936.890000 sec): 3 clusters
  Score: Raw -309648.151830 + Penalty 2698.719535 = -306949.432295
  nChanged 17
		SP:Iteration 37Q (158937.050000 sec): 3 clusters
  Score: Raw -309653.666086 + Penalty 2698.719535 = -306954.946551
  nChanged 12
		SP:Iteration 38Q (158937.200000 sec): 3 clusters
  Score: Raw -309657.503327 + Penalty 2698.719535 = -306958.783792
  nChanged 11
		SP:Iteration 39Q (158937.360000 sec): 3 clusters
  Score: Raw -309659.527729 + Penalty 2698.719535 = -306960.808194
  nChanged 8
		SP:Iteration 40F (158937.510000 sec): 3 clusters
  Score: Raw -309661.024527 + Penalty 2698.719535 = -306962.304992
  nChanged 4
		SP:Iteration 41Q (158937.670000 sec): 3 clusters
  Score: Raw -309661.811091 + Penalty 2698.719535 = -306963.091556
  nChanged 6
		SP:Iteration 42Q (158937.820000 sec): 3 clusters
  Score: Raw -309663.726832 + Penalty 2698.719535 = -306965.007297
  nChanged 9
		SP:Iteration 43Q (158937.980000 sec): 3 clusters
  Score: Raw -309667.534543 + Penalty 2698.719535 = -306968.815008
  nChanged 6
		SP:Iteration 44Q (158938.130000 sec): 3 clusters
  Score: Raw -309669.890159 + Penalty 2698.719535 = -306971.170624
  nChanged 7
		SP:Iteration 45Q (158938.290000 sec): 3 clusters
  Score: Raw -309671.229417 + Penalty 2698.719535 = -306972.509882
  nChanged 4
		SP:Iteration 46Q (158938.440000 sec): 3 clusters
  Score: Raw -309673.687841 + Penalty 2698.719535 = -306974.968306
  nChanged 8
		SP:Iteration 47Q (158938.590000 sec): 3 clusters
  Score: Raw -309677.164694 + Penalty 2698.719535 = -306978.445159
  nChanged 10
		SP:Iteration 48Q (158938.740000 sec): 3 clusters
  Score: Raw -309680.350626 + Penalty 2698.719535 = -306981.631091
  nChanged 13
		SP:Iteration 49Q (158938.880000 sec): 3 clusters
  Score: Raw -309685.730729 + Penalty 2698.719535 = -306987.011194
  nChanged 13
		SP:Iteration 50Q (158939.020000 sec): 3 clusters
  Score: Raw -309689.756978 + Penalty 2698.719535 = -306991.037443
  nChanged 9
		SP:Iteration 51Q (158939.160000 sec): 3 clusters
  Score: Raw -309693.503891 + Penalty 2698.719535 = -306994.784356
  nChanged 10
		SP:Iteration 52Q (158939.310000 sec): 3 clusters
  Score: Raw -309698.063536 + Penalty 2698.719535 = -306999.344001
  nChanged 12
		SP:Iteration 53Q (158939.460000 sec): 3 clusters
  Score: Raw -309703.069448 + Penalty 2698.719535 = -307004.349912
  nChanged 10
		SP:Iteration 54Q (158939.610000 sec): 3 clusters
  Score: Raw -309706.022748 + Penalty 2698.719535 = -307007.303213
  nChanged 5
		SP:Iteration 55Q (158939.770000 sec): 3 clusters
  Score: Raw -309706.957319 + Penalty 2698.719535 = -307008.237784
  nChanged 3
		SP:Iteration 56Q (158939.920000 sec): 3 clusters
  Score: Raw -309707.843346 + Penalty 2698.719535 = -307009.123811
  nChanged 7
		SP:Iteration 57Q (158940.080000 sec): 3 clusters
  Score: Raw -309710.124324 + Penalty 2698.719535 = -307011.404789
  nChanged 8
		SP:Iteration 58Q (158940.230000 sec): 3 clusters
  Score: Raw -309713.644529 + Penalty 2698.719535 = -307014.924994
  nChanged 6
		SP:Iteration 59Q (158940.390000 sec): 3 clusters
  Score: Raw -309714.541168 + Penalty 2698.719535 = -307015.821633
  nChanged 4
		SP:Iteration 60F (158940.540000 sec): 3 clusters
  Score: Raw -309715.824403 + Penalty 2698.719535 = -307017.104868
  nChanged 3
		SP:Iteration 61Q (158940.680000 sec): 3 clusters
  Score: Raw -309716.678033 + Penalty 2698.719535 = -307017.958498
  nChanged 2
		SP:Iteration 62Q (158940.820000 sec): 3 clusters
  Score: Raw -309717.195775 + Penalty 2698.719535 = -307018.476240
  nChanged 2
		SP:Iteration 63Q (158940.960000 sec): 3 clusters
  Score: Raw -309717.453820 + Penalty 2698.719535 = -307018.734285
  nChanged 1
		SP:Iteration 64Q (158941.110000 sec): 3 clusters
  Score: Raw -309717.639288 + Penalty 2698.719535 = -307018.919753
  nChanged 0
		SP:Iteration 65F (158941.260000 sec): 3 clusters
  Score: Raw -309717.639288 + Penalty 2698.719535 = -307018.919753
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (4327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158941.380000 sec): 2 clusters
  Score: Raw -376564.537290 + Penalty 1360.552333 = -375203.984957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158941.530000 sec): 3 clusters
  Score: Raw -374386.102485 + Penalty 2721.104666 = -371664.997819
  nChanged 1698
		SP:Iteration 1F (158941.680000 sec): 3 clusters
  Score: Raw -375379.656647 + Penalty 2721.104666 = -372658.551981
  nChanged 383
		SP:Iteration 2F (158941.830000 sec): 3 clusters
  Score: Raw -375658.462812 + Penalty 2721.104666 = -372937.358147
  nChanged 290
		SP:Iteration 3F (158941.990000 sec): 3 clusters
  Score: Raw -375861.150367 + Penalty 2721.104666 = -373140.045702
  nChanged 246
		SP:Iteration 4F (158942.150000 sec): 3 clusters
  Score: Raw -376025.202324 + Penalty 2721.104666 = -373304.097658
  nChanged 232
		SP:Iteration 5F (158942.300000 sec): 3 clusters
  Score: Raw -376194.746156 + Penalty 2721.104666 = -373473.641491
  nChanged 200
		SP:Iteration 6Q (158942.490000 sec): 3 clusters
  Score: Raw -376330.774671 + Penalty 2721.104666 = -373609.670005
  nChanged 157
		SP:Iteration 7Q (158942.620000 sec): 3 clusters
  Score: Raw -376438.395821 + Penalty 2721.104666 = -373717.291156
  nChanged 137
		SP:Iteration 8Q (158942.820000 sec): 3 clusters
  Score: Raw -376531.111845 + Penalty 2721.104666 = -373810.007179
  nChanged 121
		SP:Iteration 9Q (158942.990000 sec): 3 clusters
  Score: Raw -376620.197821 + Penalty 2721.104666 = -373899.093156
  nChanged 104
		SP:Iteration 10Q (158943.160000 sec): 3 clusters
  Score: Raw -376700.401831 + Penalty 2721.104666 = -373979.297166
  nChanged 105
		SP:Iteration 11Q (158943.360000 sec): 3 clusters
  Score: Raw -376795.689575 + Penalty 2721.104666 = -374074.584909
  nChanged 118
		SP:Iteration 12Q (158943.520000 sec): 3 clusters
  Score: Raw -376887.332718 + Penalty 2721.104666 = -374166.228052
  nChanged 99
		SP:Iteration 13Q (158943.690000 sec): 3 clusters
  Score: Raw -376967.148623 + Penalty 2721.104666 = -374246.043957
  nChanged 82
		SP:Iteration 14Q (158943.850000 sec): 3 clusters
  Score: Raw -377028.051508 + Penalty 2721.104666 = -374306.946842
  nChanged 57
		SP:Iteration 15Q (158944.030000 sec): 3 clusters
  Score: Raw -377070.291415 + Penalty 2721.104666 = -374349.186750
  nChanged 56
		SP:Iteration 16Q (158944.210000 sec): 3 clusters
  Score: Raw -377097.654045 + Penalty 2721.104666 = -374376.549380
  nChanged 45
		SP:Iteration 17Q (158944.370000 sec): 3 clusters
  Score: Raw -377116.995461 + Penalty 2721.104666 = -374395.890796
  nChanged 21
		SP:Iteration 18Q (158944.530000 sec): 3 clusters
  Score: Raw -377124.864144 + Penalty 2721.104666 = -374403.759479
  nChanged 16
		SP:Iteration 19Q (158944.680000 sec): 3 clusters
  Score: Raw -377131.016017 + Penalty 2721.104666 = -374409.911351
  nChanged 15
		SP:Iteration 20F (158944.840000 sec): 3 clusters
  Score: Raw -377137.574039 + Penalty 2721.104666 = -374416.469374
  nChanged 14
		SP:Iteration 21Q (158944.990000 sec): 3 clusters
  Score: Raw -377143.359381 + Penalty 2721.104666 = -374422.254715
  nChanged 8
		SP:Iteration 22Q (158945.150000 sec): 3 clusters
  Score: Raw -377146.622729 + Penalty 2721.104666 = -374425.518063
  nChanged 8
		SP:Iteration 23Q (158945.310000 sec): 3 clusters
  Score: Raw -377148.629972 + Penalty 2721.104666 = -374427.525306
  nChanged 7
		SP:Iteration 24Q (158945.470000 sec): 3 clusters
  Score: Raw -377150.775218 + Penalty 2721.104666 = -374429.670552
  nChanged 7
		SP:Iteration 25Q (158945.640000 sec): 3 clusters
  Score: Raw -377152.464866 + Penalty 2721.104666 = -374431.360200
  nChanged 10
		SP:Iteration 26Q (158945.800000 sec): 3 clusters
  Score: Raw -377155.161354 + Penalty 2721.104666 = -374434.056689
  nChanged 7
		SP:Iteration 27Q (158945.960000 sec): 3 clusters
  Score: Raw -377158.170515 + Penalty 2721.104666 = -374437.065849
  nChanged 10
		SP:Iteration 28Q (158946.120000 sec): 3 clusters
  Score: Raw -377162.791363 + Penalty 2721.104666 = -374441.686698
  nChanged 11
		SP:Iteration 29Q (158946.280000 sec): 3 clusters
  Score: Raw -377167.679758 + Penalty 2721.104666 = -374446.575093
  nChanged 14
		SP:Iteration 30Q (158946.440000 sec): 3 clusters
  Score: Raw -377173.153749 + Penalty 2721.104666 = -374452.049083
  nChanged 8
		SP:Iteration 31Q (158946.600000 sec): 3 clusters
  Score: Raw -377177.139456 + Penalty 2721.104666 = -374456.034790
  nChanged 9
		SP:Iteration 32Q (158946.760000 sec): 3 clusters
  Score: Raw -377181.317097 + Penalty 2721.104666 = -374460.212431
  nChanged 8
		SP:Iteration 33Q (158946.920000 sec): 3 clusters
  Score: Raw -377184.442322 + Penalty 2721.104666 = -374463.337657
  nChanged 4
		SP:Iteration 34Q (158947.080000 sec): 3 clusters
  Score: Raw -377185.873610 + Penalty 2721.104666 = -374464.768944
  nChanged 4
		SP:Iteration 35Q (158947.240000 sec): 3 clusters
  Score: Raw -377187.118508 + Penalty 2721.104666 = -374466.013843
  nChanged 1
		SP:Iteration 36Q (158947.410000 sec): 3 clusters
  Score: Raw -377187.305966 + Penalty 2721.104666 = -374466.201300
  nChanged 2
		SP:Iteration 37Q (158947.560000 sec): 3 clusters
  Score: Raw -377188.119324 + Penalty 2721.104666 = -374467.014658
  nChanged 1
		SP:Iteration 38Q (158947.710000 sec): 3 clusters
  Score: Raw -377188.301540 + Penalty 2721.104666 = -374467.196875
  nChanged 1
		SP:Iteration 39Q (158947.860000 sec): 3 clusters
  Score: Raw -377188.559171 + Penalty 2721.104666 = -374467.454506
  nChanged 0
		SP:Iteration 40F (158948.010000 sec): 3 clusters
  Score: Raw -377188.559171 + Penalty 2721.104666 = -374467.454506
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (2609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158948.110000 sec): 2 clusters
  Score: Raw -224801.870501 + Penalty 1278.342371 = -223523.528130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158948.270000 sec): 3 clusters
  Score: Raw -223609.857690 + Penalty 2556.684743 = -221053.172947
  nChanged 949
		SP:Iteration 1F (158948.430000 sec): 3 clusters
  Score: Raw -224291.428440 + Penalty 2556.684743 = -221734.743698
  nChanged 233
		SP:Iteration 2F (158948.620000 sec): 3 clusters
  Score: Raw -224502.511984 + Penalty 2556.684743 = -221945.827241
  nChanged 180
		SP:Iteration 3F (158948.760000 sec): 3 clusters
  Score: Raw -224665.076738 + Penalty 2556.684743 = -222108.391995
  nChanged 156
		SP:Iteration 4F (158948.910000 sec): 3 clusters
  Score: Raw -224785.707775 + Penalty 2556.684743 = -222229.023033
  nChanged 112
		SP:Iteration 5Q (158949.050000 sec): 3 clusters
  Score: Raw -224872.891863 + Penalty 2556.684743 = -222316.207120
  nChanged 89
		SP:Iteration 6Q (158949.200000 sec): 3 clusters
  Score: Raw -224930.883516 + Penalty 2556.684743 = -222374.198773
  nChanged 77
		SP:Iteration 7Q (158949.340000 sec): 3 clusters
  Score: Raw -224980.569707 + Penalty 2556.684743 = -222423.884964
  nChanged 55
		SP:Iteration 8Q (158949.480000 sec): 3 clusters
  Score: Raw -225016.610162 + Penalty 2556.684743 = -222459.925419
  nChanged 40
		SP:Iteration 9Q (158949.630000 sec): 3 clusters
  Score: Raw -225037.729714 + Penalty 2556.684743 = -222481.044971
  nChanged 21
		SP:Iteration 10Q (158949.770000 sec): 3 clusters
  Score: Raw -225047.701581 + Penalty 2556.684743 = -222491.016839
  nChanged 22
		SP:Iteration 11Q (158949.930000 sec): 3 clusters
  Score: Raw -225057.544662 + Penalty 2556.684743 = -222500.859919
  nChanged 14
		SP:Iteration 12Q (158950.090000 sec): 3 clusters
  Score: Raw -225064.203182 + Penalty 2556.684743 = -222507.518440
  nChanged 17
		SP:Iteration 13Q (158950.240000 sec): 3 clusters
  Score: Raw -225072.190779 + Penalty 2556.684743 = -222515.506036
  nChanged 14
		SP:Iteration 14Q (158950.390000 sec): 3 clusters
  Score: Raw -225078.670870 + Penalty 2556.684743 = -222521.986127
  nChanged 8
		SP:Iteration 15Q (158950.550000 sec): 3 clusters
  Score: Raw -225080.778028 + Penalty 2556.684743 = -222524.093285
  nChanged 4
		SP:Iteration 16Q (158950.710000 sec): 3 clusters
  Score: Raw -225082.588046 + Penalty 2556.684743 = -222525.903303
  nChanged 5
		SP:Iteration 17Q (158950.870000 sec): 3 clusters
  Score: Raw -225084.686890 + Penalty 2556.684743 = -222528.002147
  nChanged 3
		SP:Iteration 18Q (158951.020000 sec): 3 clusters
  Score: Raw -225086.419355 + Penalty 2556.684743 = -222529.734613
  nChanged 8
		SP:Iteration 19Q (158951.180000 sec): 3 clusters
  Score: Raw -225090.303656 + Penalty 2556.684743 = -222533.618913
  nChanged 7
		SP:Iteration 20F (158951.340000 sec): 3 clusters
  Score: Raw -225093.110415 + Penalty 2556.684743 = -222536.425672
  nChanged 3
		SP:Iteration 21Q (158951.560000 sec): 3 clusters
  Score: Raw -225094.020889 + Penalty 2556.684743 = -222537.336146
  nChanged 2
		SP:Iteration 22Q (158951.730000 sec): 3 clusters
  Score: Raw -225094.690423 + Penalty 2556.684743 = -222538.005681
  nChanged 2
		SP:Iteration 23Q (158951.870000 sec): 3 clusters
  Score: Raw -225095.676206 + Penalty 2556.684743 = -222538.991464
  nChanged 3
		SP:Iteration 24Q (158952.040000 sec): 3 clusters
  Score: Raw -225096.649476 + Penalty 2556.684743 = -222539.964734
  nChanged 1
		SP:Iteration 25Q (158952.200000 sec): 3 clusters
  Score: Raw -225097.397496 + Penalty 2556.684743 = -222540.712753
  nChanged 1
		SP:Iteration 26Q (158952.360000 sec): 3 clusters
  Score: Raw -225097.646620 + Penalty 2556.684743 = -222540.961877
  nChanged 0
		SP:Iteration 27F (158952.530000 sec): 3 clusters
  Score: Raw -225097.646620 + Penalty 2556.684743 = -222540.961877
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158952.650000 sec): 2 clusters
  Score: Raw -930647.435720 + Penalty 1501.151967 = -929146.283753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158952.870000 sec): 3 clusters
  Score: Raw -924751.581595 + Penalty 3002.303934 = -921749.277661
  nChanged 4465
		SP:Iteration 1F (158953.080000 sec): 3 clusters
  Score: Raw -927308.098033 + Penalty 3002.303934 = -924305.794100
  nChanged 785
		SP:Iteration 2F (158953.280000 sec): 3 clusters
  Score: Raw -927747.663557 + Penalty 3002.303934 = -924745.359623
  nChanged 654
		SP:Iteration 3F (158953.450000 sec): 3 clusters
  Score: Raw -928111.184638 + Penalty 3002.303934 = -925108.880704
  nChanged 579
		SP:Iteration 4F (158953.620000 sec): 3 clusters
  Score: Raw -928496.948608 + Penalty 3002.303934 = -925494.644674
  nChanged 586
		SP:Iteration 5F (158953.810000 sec): 3 clusters
  Score: Raw -928877.069434 + Penalty 3002.303934 = -925874.765500
  nChanged 525
		SP:Iteration 6F (158954.080000 sec): 3 clusters
  Score: Raw -929168.684083 + Penalty 3002.303934 = -926166.380150
  nChanged 454
		SP:Iteration 7Q (158954.300000 sec): 3 clusters
  Score: Raw -929379.557352 + Penalty 3002.303934 = -926377.253418
  nChanged 395
		SP:Iteration 8Q (158954.490000 sec): 3 clusters
  Score: Raw -929547.683640 + Penalty 3002.303934 = -926545.379706
  nChanged 346
		SP:Iteration 9Q (158954.730000 sec): 3 clusters
  Score: Raw -929707.783042 + Penalty 3002.303934 = -926705.479108
  nChanged 310
		SP:Iteration 10Q (158954.920000 sec): 3 clusters
  Score: Raw -929846.385607 + Penalty 3002.303934 = -926844.081673
  nChanged 288
		SP:Iteration 11Q (158955.120000 sec): 3 clusters
  Score: Raw -929977.530997 + Penalty 3002.303934 = -926975.227063
  nChanged 287
		SP:Iteration 12Q (158955.310000 sec): 3 clusters
  Score: Raw -930103.919772 + Penalty 3002.303934 = -927101.615838
  nChanged 254
		SP:Iteration 13Q (158955.550000 sec): 3 clusters
  Score: Raw -930210.288220 + Penalty 3002.303934 = -927207.984286
  nChanged 232
		SP:Iteration 14Q (158955.770000 sec): 3 clusters
  Score: Raw -930307.380764 + Penalty 3002.303934 = -927305.076831
  nChanged 217
		SP:Iteration 15Q (158955.940000 sec): 3 clusters
  Score: Raw -930391.191551 + Penalty 3002.303934 = -927388.887617
  nChanged 215
		SP:Iteration 16Q (158956.150000 sec): 3 clusters
  Score: Raw -930489.819239 + Penalty 3002.303934 = -927487.515305
  nChanged 190
		SP:Iteration 17Q (158956.350000 sec): 3 clusters
  Score: Raw -930574.616871 + Penalty 3002.303934 = -927572.312937
  nChanged 157
		SP:Iteration 18Q (158956.560000 sec): 3 clusters
  Score: Raw -930644.324222 + Penalty 3002.303934 = -927642.020288
  nChanged 157
		SP:Iteration 19Q (158956.750000 sec): 3 clusters
  Score: Raw -930715.088984 + Penalty 3002.303934 = -927712.785050
  nChanged 136
		SP:Iteration 20F (158956.960000 sec): 3 clusters
  Score: Raw -930766.755426 + Penalty 3002.303934 = -927764.451493
  nChanged 96
		SP:Iteration 21Q (158957.170000 sec): 3 clusters
  Score: Raw -930802.122469 + Penalty 3002.303934 = -927799.818535
  nChanged 74
		SP:Iteration 22Q (158957.360000 sec): 3 clusters
  Score: Raw -930831.088401 + Penalty 3002.303934 = -927828.784467
  nChanged 69
		SP:Iteration 23Q (158957.550000 sec): 3 clusters
  Score: Raw -930857.258528 + Penalty 3002.303934 = -927854.954594
  nChanged 61
		SP:Iteration 24Q (158957.760000 sec): 3 clusters
  Score: Raw -930877.170731 + Penalty 3002.303934 = -927874.866798
  nChanged 36
		SP:Iteration 25Q (158958.020000 sec): 3 clusters
  Score: Raw -930889.996981 + Penalty 3002.303934 = -927887.693047
  nChanged 41
		SP:Iteration 26Q (158958.210000 sec): 3 clusters
  Score: Raw -930903.117725 + Penalty 3002.303934 = -927900.813791
  nChanged 34
		SP:Iteration 27Q (158958.420000 sec): 3 clusters
  Score: Raw -930918.341182 + Penalty 3002.303934 = -927916.037248
  nChanged 28
		SP:Iteration 28Q (158958.620000 sec): 3 clusters
  Score: Raw -930929.966970 + Penalty 3002.303934 = -927927.663036
  nChanged 37
		SP:Iteration 29Q (158958.840000 sec): 3 clusters
  Score: Raw -930945.288034 + Penalty 3002.303934 = -927942.984100
  nChanged 39
		SP:Iteration 30Q (158958.980000 sec): 3 clusters
  Score: Raw -930963.180517 + Penalty 3002.303934 = -927960.876583
  nChanged 33
		SP:Iteration 31Q (158959.190000 sec): 3 clusters
  Score: Raw -930972.644838 + Penalty 3002.303934 = -927970.340904
  nChanged 29
		SP:Iteration 32Q (158959.400000 sec): 3 clusters
  Score: Raw -930985.297746 + Penalty 3002.303934 = -927982.993813
  nChanged 35
		SP:Iteration 33Q (158959.600000 sec): 3 clusters
  Score: Raw -931000.798305 + Penalty 3002.303934 = -927998.494371
  nChanged 32
		SP:Iteration 34Q (158959.810000 sec): 3 clusters
  Score: Raw -931015.836876 + Penalty 3002.303934 = -928013.532943
  nChanged 28
		SP:Iteration 35Q (158960.000000 sec): 3 clusters
  Score: Raw -931028.560438 + Penalty 3002.303934 = -928026.256504
  nChanged 22
		SP:Iteration 36Q (158960.190000 sec): 3 clusters
  Score: Raw -931037.200244 + Penalty 3002.303934 = -928034.896310
  nChanged 20
		SP:Iteration 37Q (158960.390000 sec): 3 clusters
  Score: Raw -931044.508670 + Penalty 3002.303934 = -928042.204736
  nChanged 20
		SP:Iteration 38Q (158960.590000 sec): 3 clusters
  Score: Raw -931052.900630 + Penalty 3002.303934 = -928050.596697
  nChanged 10
		SP:Iteration 39Q (158960.770000 sec): 3 clusters
  Score: Raw -931056.274206 + Penalty 3002.303934 = -928053.970272
  nChanged 13
		SP:Iteration 40F (158960.960000 sec): 3 clusters
  Score: Raw -931059.831524 + Penalty 3002.303934 = -928057.527591
  nChanged 12
		SP:Iteration 41Q (158961.150000 sec): 3 clusters
  Score: Raw -931065.078569 + Penalty 3002.303934 = -928062.774635
  nChanged 9
		SP:Iteration 42Q (158961.340000 sec): 3 clusters
  Score: Raw -931068.491710 + Penalty 3002.303934 = -928066.187776
  nChanged 10
		SP:Iteration 43Q (158961.540000 sec): 3 clusters
  Score: Raw -931073.060426 + Penalty 3002.303934 = -928070.756492
  nChanged 9
		SP:Iteration 44Q (158961.770000 sec): 3 clusters
  Score: Raw -931076.242986 + Penalty 3002.303934 = -928073.939052
  nChanged 11
		SP:Iteration 45Q (158961.960000 sec): 3 clusters
  Score: Raw -931079.450263 + Penalty 3002.303934 = -928077.146329
  nChanged 4
		SP:Iteration 46Q (158962.150000 sec): 3 clusters
  Score: Raw -931081.681140 + Penalty 3002.303934 = -928079.377206
  nChanged 9
		SP:Iteration 47Q (158962.340000 sec): 3 clusters
  Score: Raw -931086.211103 + Penalty 3002.303934 = -928083.907169
  nChanged 7
		SP:Iteration 48Q (158962.540000 sec): 3 clusters
  Score: Raw -931089.060335 + Penalty 3002.303934 = -928086.756401
  nChanged 5
		SP:Iteration 49Q (158962.730000 sec): 3 clusters
  Score: Raw -931091.029929 + Penalty 3002.303934 = -928088.725995
  nChanged 4
		SP:Iteration 50Q (158962.920000 sec): 3 clusters
  Score: Raw -931092.642285 + Penalty 3002.303934 = -928090.338352
  nChanged 6
		SP:Iteration 51Q (158963.120000 sec): 3 clusters
  Score: Raw -931095.115345 + Penalty 3002.303934 = -928092.811412
  nChanged 3
		SP:Iteration 52Q (158963.310000 sec): 3 clusters
  Score: Raw -931096.306467 + Penalty 3002.303934 = -928094.002533
  nChanged 3
		SP:Iteration 53Q (158963.500000 sec): 3 clusters
  Score: Raw -931097.440456 + Penalty 3002.303934 = -928095.136522
  nChanged 4
		SP:Iteration 54Q (158963.690000 sec): 3 clusters
  Score: Raw -931099.518753 + Penalty 3002.303934 = -928097.214819
  nChanged 5
		SP:Iteration 55Q (158963.880000 sec): 3 clusters
  Score: Raw -931101.380596 + Penalty 3002.303934 = -928099.076662
  nChanged 5
		SP:Iteration 56Q (158964.080000 sec): 3 clusters
  Score: Raw -931103.387000 + Penalty 3002.303934 = -928101.083066
  nChanged 4
		SP:Iteration 57Q (158964.270000 sec): 3 clusters
  Score: Raw -931105.011456 + Penalty 3002.303934 = -928102.707522
  nChanged 3
		SP:Iteration 58Q (158964.490000 sec): 3 clusters
  Score: Raw -931105.942134 + Penalty 3002.303934 = -928103.638200
  nChanged 2
		SP:Iteration 59Q (158964.680000 sec): 3 clusters
  Score: Raw -931106.481119 + Penalty 3002.303934 = -928104.177185
  nChanged 2
		SP:Iteration 60F (158964.950000 sec): 3 clusters
  Score: Raw -931107.041233 + Penalty 3002.303934 = -928104.737299
  nChanged 1
		SP:Iteration 61Q (158965.080000 sec): 3 clusters
  Score: Raw -931107.167106 + Penalty 3002.303934 = -928104.863173
  nChanged 1
		SP:Iteration 62Q (158965.260000 sec): 3 clusters
  Score: Raw -931107.316912 + Penalty 3002.303934 = -928105.012978
  nChanged 1
		SP:Iteration 63Q (158965.450000 sec): 3 clusters
  Score: Raw -931107.775186 + Penalty 3002.303934 = -928105.471252
  nChanged 0
		SP:Iteration 64F (158965.700000 sec): 3 clusters
  Score: Raw -931107.775186 + Penalty 3002.303934 = -928105.471252
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (7346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158965.830000 sec): 2 clusters
  Score: Raw -731889.754822 + Penalty 1446.560574 = -730443.194248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158966.050000 sec): 3 clusters
  Score: Raw -727957.249204 + Penalty 2893.121149 = -725064.128056
  nChanged 3048
		SP:Iteration 1F (158966.230000 sec): 3 clusters
  Score: Raw -729626.607993 + Penalty 2893.121149 = -726733.486844
  nChanged 436
		SP:Iteration 2F (158966.380000 sec): 3 clusters
  Score: Raw -729807.360823 + Penalty 2893.121149 = -726914.239674
  nChanged 304
		SP:Iteration 3Q (158966.610000 sec): 3 clusters
  Score: Raw -729923.241149 + Penalty 2893.121149 = -727030.120000
  nChanged 267
		SP:Iteration 4Q (158966.810000 sec): 3 clusters
  Score: Raw -730020.743352 + Penalty 2893.121149 = -727127.622203
  nChanged 228
		SP:Iteration 5Q (158966.950000 sec): 3 clusters
  Score: Raw -730097.311856 + Penalty 2893.121149 = -727204.190707
  nChanged 216
		SP:Iteration 6Q (158967.140000 sec): 3 clusters
  Score: Raw -730175.045987 + Penalty 2893.121149 = -727281.924838
  nChanged 203
		SP:Iteration 7Q (158967.320000 sec): 3 clusters
  Score: Raw -730248.734100 + Penalty 2893.121149 = -727355.612952
  nChanged 180
		SP:Iteration 8Q (158967.500000 sec): 3 clusters
  Score: Raw -730315.352353 + Penalty 2893.121149 = -727422.231204
  nChanged 190
		SP:Iteration 9Q (158967.750000 sec): 3 clusters
  Score: Raw -730383.142440 + Penalty 2893.121149 = -727490.021291
  nChanged 198
		SP:Iteration 10Q (158967.890000 sec): 3 clusters
  Score: Raw -730458.557778 + Penalty 2893.121149 = -727565.436629
  nChanged 203
		SP:Iteration 11Q (158968.100000 sec): 3 clusters
  Score: Raw -730531.898928 + Penalty 2893.121149 = -727638.777779
  nChanged 210
		SP:Iteration 12Q (158968.270000 sec): 3 clusters
  Score: Raw -730618.377746 + Penalty 2893.121149 = -727725.256597
  nChanged 195
		SP:Iteration 13Q (158968.440000 sec): 3 clusters
  Score: Raw -730696.757927 + Penalty 2893.121149 = -727803.636778
  nChanged 194
		SP:Iteration 14Q (158968.620000 sec): 3 clusters
  Score: Raw -730781.897312 + Penalty 2893.121149 = -727888.776163
  nChanged 206
		SP:Iteration 15Q (158968.790000 sec): 3 clusters
  Score: Raw -730881.564866 + Penalty 2893.121149 = -727988.443717
  nChanged 196
		SP:Iteration 16Q (158968.960000 sec): 3 clusters
  Score: Raw -730969.090621 + Penalty 2893.121149 = -728075.969473
  nChanged 189
		SP:Iteration 17Q (158969.130000 sec): 3 clusters
  Score: Raw -731054.583262 + Penalty 2893.121149 = -728161.462114
  nChanged 174
		SP:Iteration 18Q (158969.290000 sec): 3 clusters
  Score: Raw -731143.943772 + Penalty 2893.121149 = -728250.822624
  nChanged 178
		SP:Iteration 19Q (158969.460000 sec): 3 clusters
  Score: Raw -731245.408275 + Penalty 2893.121149 = -728352.287126
  nChanged 172
		SP:Iteration 20F (158969.630000 sec): 3 clusters
  Score: Raw -731340.116850 + Penalty 2893.121149 = -728446.995701
  nChanged 159
		SP:Iteration 21Q (158969.800000 sec): 3 clusters
  Score: Raw -731426.424472 + Penalty 2893.121149 = -728533.303323
  nChanged 140
		SP:Iteration 22Q (158969.980000 sec): 3 clusters
  Score: Raw -731508.851736 + Penalty 2893.121149 = -728615.730587
  nChanged 129
		SP:Iteration 23Q (158970.150000 sec): 3 clusters
  Score: Raw -731586.589027 + Penalty 2893.121149 = -728693.467878
  nChanged 116
		SP:Iteration 24Q (158970.330000 sec): 3 clusters
  Score: Raw -731669.100526 + Penalty 2893.121149 = -728775.979378
  nChanged 109
		SP:Iteration 25Q (158970.510000 sec): 3 clusters
  Score: Raw -731757.484366 + Penalty 2893.121149 = -728864.363218
  nChanged 101
		SP:Iteration 26Q (158970.690000 sec): 3 clusters
  Score: Raw -731836.373594 + Penalty 2893.121149 = -728943.252446
  nChanged 80
		SP:Iteration 27Q (158970.890000 sec): 3 clusters
  Score: Raw -731889.394916 + Penalty 2893.121149 = -728996.273768
  nChanged 59
		SP:Iteration 28Q (158971.060000 sec): 3 clusters
  Score: Raw -731933.398025 + Penalty 2893.121149 = -729040.276877
  nChanged 54
		SP:Iteration 29Q (158971.250000 sec): 3 clusters
  Score: Raw -731978.208210 + Penalty 2893.121149 = -729085.087061
  nChanged 41
		SP:Iteration 30Q (158971.430000 sec): 3 clusters
  Score: Raw -732012.565461 + Penalty 2893.121149 = -729119.444313
  nChanged 29
		SP:Iteration 31Q (158971.610000 sec): 3 clusters
  Score: Raw -732036.014306 + Penalty 2893.121149 = -729142.893157
  nChanged 16
		SP:Iteration 32Q (158971.790000 sec): 3 clusters
  Score: Raw -732047.074280 + Penalty 2893.121149 = -729153.953131
  nChanged 15
		SP:Iteration 33Q (158971.970000 sec): 3 clusters
  Score: Raw -732058.229714 + Penalty 2893.121149 = -729165.108566
  nChanged 14
		SP:Iteration 34Q (158972.150000 sec): 3 clusters
  Score: Raw -732070.179408 + Penalty 2893.121149 = -729177.058259
  nChanged 10
		SP:Iteration 35Q (158972.370000 sec): 3 clusters
  Score: Raw -732078.979242 + Penalty 2893.121149 = -729185.858094
  nChanged 9
		SP:Iteration 36Q (158972.550000 sec): 3 clusters
  Score: Raw -732084.414097 + Penalty 2893.121149 = -729191.292948
  nChanged 4
		SP:Iteration 37Q (158972.700000 sec): 3 clusters
  Score: Raw -732088.312762 + Penalty 2893.121149 = -729195.191614
  nChanged 4
		SP:Iteration 38Q (158972.960000 sec): 3 clusters
  Score: Raw -732092.575069 + Penalty 2893.121149 = -729199.453921
  nChanged 8
		SP:Iteration 39Q (158973.100000 sec): 3 clusters
  Score: Raw -732099.772825 + Penalty 2893.121149 = -729206.651676
  nChanged 7
		SP:Iteration 40F (158973.290000 sec): 3 clusters
  Score: Raw -732109.036862 + Penalty 2893.121149 = -729215.915713
  nChanged 9
		SP:Iteration 41Q (158973.480000 sec): 3 clusters
  Score: Raw -732118.968677 + Penalty 2893.121149 = -729225.847528
  nChanged 8
		SP:Iteration 42Q (158973.670000 sec): 3 clusters
  Score: Raw -732125.864341 + Penalty 2893.121149 = -729232.743192
  nChanged 5
		SP:Iteration 43Q (158973.840000 sec): 3 clusters
  Score: Raw -732130.977091 + Penalty 2893.121149 = -729237.855942
  nChanged 7
		SP:Iteration 44Q (158974.020000 sec): 3 clusters
  Score: Raw -732139.824528 + Penalty 2893.121149 = -729246.703379
  nChanged 9
		SP:Iteration 45Q (158974.280000 sec): 3 clusters
  Score: Raw -732152.177245 + Penalty 2893.121149 = -729259.056097
  nChanged 8
		SP:Iteration 46Q (158974.460000 sec): 3 clusters
  Score: Raw -732160.925540 + Penalty 2893.121149 = -729267.804392
  nChanged 7
		SP:Iteration 47Q (158974.630000 sec): 3 clusters
  Score: Raw -732167.950892 + Penalty 2893.121149 = -729274.829744
  nChanged 5
		SP:Iteration 48Q (158974.810000 sec): 3 clusters
  Score: Raw -732175.795927 + Penalty 2893.121149 = -729282.674779
  nChanged 6
		SP:Iteration 49Q (158974.980000 sec): 3 clusters
  Score: Raw -732180.642088 + Penalty 2893.121149 = -729287.520939
  nChanged 4
		SP:Iteration 50Q (158975.150000 sec): 3 clusters
  Score: Raw -732184.484268 + Penalty 2893.121149 = -729291.363120
  nChanged 2
		SP:Iteration 51Q (158975.330000 sec): 3 clusters
  Score: Raw -732187.619676 + Penalty 2893.121149 = -729294.498528
  nChanged 5
		SP:Iteration 52Q (158975.550000 sec): 3 clusters
  Score: Raw -732191.340880 + Penalty 2893.121149 = -729298.219731
  nChanged 2
		SP:Iteration 53Q (158975.660000 sec): 3 clusters
  Score: Raw -732193.401348 + Penalty 2893.121149 = -729300.280200
  nChanged 1
		SP:Iteration 54Q (158975.830000 sec): 3 clusters
  Score: Raw -732194.300395 + Penalty 2893.121149 = -729301.179246
  nChanged 1
		SP:Iteration 55Q (158976.000000 sec): 3 clusters
  Score: Raw -732194.748499 + Penalty 2893.121149 = -729301.627350
  nChanged 0
		SP:Iteration 56F (158976.170000 sec): 3 clusters
  Score: Raw -732194.748499 + Penalty 2893.121149 = -729301.627350
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (3999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158976.290000 sec): 2 clusters
  Score: Raw -342999.299371 + Penalty 1347.742436 = -341651.556934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158976.430000 sec): 3 clusters
  Score: Raw -340993.312187 + Penalty 2695.484873 = -338297.827314
  nChanged 1569
		SP:Iteration 1F (158976.570000 sec): 3 clusters
  Score: Raw -341953.297753 + Penalty 2695.484873 = -339257.812880
  nChanged 379
		SP:Iteration 2F (158976.760000 sec): 3 clusters
  Score: Raw -342286.478280 + Penalty 2695.484873 = -339590.993407
  nChanged 295
		SP:Iteration 3F (158976.900000 sec): 3 clusters
  Score: Raw -342540.992254 + Penalty 2695.484873 = -339845.507381
  nChanged 249
		SP:Iteration 4F (158977.050000 sec): 3 clusters
  Score: Raw -342745.509782 + Penalty 2695.484873 = -340050.024909
  nChanged 210
		SP:Iteration 5F (158977.200000 sec): 3 clusters
  Score: Raw -342958.282146 + Penalty 2695.484873 = -340262.797273
  nChanged 211
		SP:Iteration 6F (158977.340000 sec): 3 clusters
  Score: Raw -343192.845307 + Penalty 2695.484873 = -340497.360434
  nChanged 178
		SP:Iteration 7Q (158977.490000 sec): 3 clusters
  Score: Raw -343331.880790 + Penalty 2695.484873 = -340636.395917
  nChanged 130
		SP:Iteration 8Q (158977.640000 sec): 3 clusters
  Score: Raw -343408.828166 + Penalty 2695.484873 = -340713.343293
  nChanged 85
		SP:Iteration 9Q (158977.790000 sec): 3 clusters
  Score: Raw -343450.477118 + Penalty 2695.484873 = -340754.992245
  nChanged 59
		SP:Iteration 10Q (158977.950000 sec): 3 clusters
  Score: Raw -343475.435746 + Penalty 2695.484873 = -340779.950874
  nChanged 43
		SP:Iteration 11Q (158978.120000 sec): 3 clusters
  Score: Raw -343492.167857 + Penalty 2695.484873 = -340796.682984
  nChanged 39
		SP:Iteration 12Q (158978.290000 sec): 3 clusters
  Score: Raw -343507.291729 + Penalty 2695.484873 = -340811.806857
  nChanged 24
		SP:Iteration 13Q (158978.470000 sec): 3 clusters
  Score: Raw -343515.432646 + Penalty 2695.484873 = -340819.947773
  nChanged 23
		SP:Iteration 14Q (158978.650000 sec): 3 clusters
  Score: Raw -343523.437383 + Penalty 2695.484873 = -340827.952510
  nChanged 21
		SP:Iteration 15Q (158978.810000 sec): 3 clusters
  Score: Raw -343529.227290 + Penalty 2695.484873 = -340833.742417
  nChanged 17
		SP:Iteration 16Q (158978.980000 sec): 3 clusters
  Score: Raw -343532.570295 + Penalty 2695.484873 = -340837.085423
  nChanged 16
		SP:Iteration 17Q (158979.180000 sec): 3 clusters
  Score: Raw -343536.597290 + Penalty 2695.484873 = -340841.112417
  nChanged 13
		SP:Iteration 18Q (158979.320000 sec): 3 clusters
  Score: Raw -343540.732254 + Penalty 2695.484873 = -340845.247381
  nChanged 14
		SP:Iteration 19Q (158979.480000 sec): 3 clusters
  Score: Raw -343544.390915 + Penalty 2695.484873 = -340848.906042
  nChanged 7
		SP:Iteration 20F (158979.640000 sec): 3 clusters
  Score: Raw -343546.617058 + Penalty 2695.484873 = -340851.132185
  nChanged 8
		SP:Iteration 21Q (158979.800000 sec): 3 clusters
  Score: Raw -343550.050980 + Penalty 2695.484873 = -340854.566107
  nChanged 8
		SP:Iteration 22Q (158979.960000 sec): 3 clusters
  Score: Raw -343552.468185 + Penalty 2695.484873 = -340856.983313
  nChanged 7
		SP:Iteration 23Q (158980.120000 sec): 3 clusters
  Score: Raw -343554.058098 + Penalty 2695.484873 = -340858.573225
  nChanged 6
		SP:Iteration 24Q (158980.270000 sec): 3 clusters
  Score: Raw -343557.100821 + Penalty 2695.484873 = -340861.615948
  nChanged 8
		SP:Iteration 25Q (158980.430000 sec): 3 clusters
  Score: Raw -343558.872262 + Penalty 2695.484873 = -340863.387390
  nChanged 7
		SP:Iteration 26Q (158980.590000 sec): 3 clusters
  Score: Raw -343560.863118 + Penalty 2695.484873 = -340865.378245
  nChanged 12
		SP:Iteration 27Q (158980.750000 sec): 3 clusters
  Score: Raw -343565.667634 + Penalty 2695.484873 = -340870.182762
  nChanged 18
		SP:Iteration 28Q (158980.910000 sec): 3 clusters
  Score: Raw -343570.553082 + Penalty 2695.484873 = -340875.068209
  nChanged 18
		SP:Iteration 29Q (158981.070000 sec): 3 clusters
  Score: Raw -343576.935966 + Penalty 2695.484873 = -340881.451094
  nChanged 16
		SP:Iteration 30Q (158981.230000 sec): 3 clusters
  Score: Raw -343581.465570 + Penalty 2695.484873 = -340885.980698
  nChanged 8
		SP:Iteration 31Q (158981.390000 sec): 3 clusters
  Score: Raw -343584.209088 + Penalty 2695.484873 = -340888.724215
  nChanged 9
		SP:Iteration 32Q (158981.560000 sec): 3 clusters
  Score: Raw -343588.268294 + Penalty 2695.484873 = -340892.783421
  nChanged 14
		SP:Iteration 33Q (158981.720000 sec): 3 clusters
  Score: Raw -343592.877117 + Penalty 2695.484873 = -340897.392244
  nChanged 15
		SP:Iteration 34Q (158981.870000 sec): 3 clusters
  Score: Raw -343599.413982 + Penalty 2695.484873 = -340903.929109
  nChanged 19
		SP:Iteration 35Q (158982.030000 sec): 3 clusters
  Score: Raw -343605.894217 + Penalty 2695.484873 = -340910.409344
  nChanged 17
		SP:Iteration 36Q (158982.200000 sec): 3 clusters
  Score: Raw -343612.601603 + Penalty 2695.484873 = -340917.116730
  nChanged 21
		SP:Iteration 37Q (158982.360000 sec): 3 clusters
  Score: Raw -343621.819454 + Penalty 2695.484873 = -340926.334581
  nChanged 20
		SP:Iteration 38Q (158982.510000 sec): 3 clusters
  Score: Raw -343631.295251 + Penalty 2695.484873 = -340935.810378
  nChanged 13
		SP:Iteration 39Q (158982.670000 sec): 3 clusters
  Score: Raw -343636.811993 + Penalty 2695.484873 = -340941.327121
  nChanged 16
		SP:Iteration 40F (158982.830000 sec): 3 clusters
  Score: Raw -343642.301997 + Penalty 2695.484873 = -340946.817124
  nChanged 19
		SP:Iteration 41Q (158983.040000 sec): 3 clusters
  Score: Raw -343646.712340 + Penalty 2695.484873 = -340951.227467
  nChanged 12
		SP:Iteration 42Q (158983.200000 sec): 3 clusters
  Score: Raw -343650.601515 + Penalty 2695.484873 = -340955.116642
  nChanged 12
		SP:Iteration 43Q (158983.360000 sec): 3 clusters
  Score: Raw -343653.971950 + Penalty 2695.484873 = -340958.487077
  nChanged 18
		SP:Iteration 44Q (158983.510000 sec): 3 clusters
  Score: Raw -343658.081713 + Penalty 2695.484873 = -340962.596840
  nChanged 17
		SP:Iteration 45Q (158983.670000 sec): 3 clusters
  Score: Raw -343662.225271 + Penalty 2695.484873 = -340966.740398
  nChanged 15
		SP:Iteration 46Q (158983.820000 sec): 3 clusters
  Score: Raw -343666.305736 + Penalty 2695.484873 = -340970.820863
  nChanged 21
		SP:Iteration 47Q (158983.990000 sec): 3 clusters
  Score: Raw -343672.341159 + Penalty 2695.484873 = -340976.856286
  nChanged 14
		SP:Iteration 48Q (158984.180000 sec): 3 clusters
  Score: Raw -343676.297714 + Penalty 2695.484873 = -340980.812841
  nChanged 13
		SP:Iteration 49Q (158984.340000 sec): 3 clusters
  Score: Raw -343680.064741 + Penalty 2695.484873 = -340984.579868
  nChanged 15
		SP:Iteration 50Q (158984.480000 sec): 3 clusters
  Score: Raw -343686.008746 + Penalty 2695.484873 = -340990.523873
  nChanged 11
		SP:Iteration 51Q (158984.630000 sec): 3 clusters
  Score: Raw -343688.342650 + Penalty 2695.484873 = -340992.857777
  nChanged 4
		SP:Iteration 52Q (158984.780000 sec): 3 clusters
  Score: Raw -343689.293020 + Penalty 2695.484873 = -340993.808147
  nChanged 2
		SP:Iteration 53Q (158984.930000 sec): 3 clusters
  Score: Raw -343689.599636 + Penalty 2695.484873 = -340994.114763
  nChanged 3
		SP:Iteration 54Q (158985.070000 sec): 3 clusters
  Score: Raw -343690.172408 + Penalty 2695.484873 = -340994.687535
  nChanged 2
		SP:Iteration 55Q (158985.220000 sec): 3 clusters
  Score: Raw -343690.882180 + Penalty 2695.484873 = -340995.397307
  nChanged 1
		SP:Iteration 56Q (158985.360000 sec): 3 clusters
  Score: Raw -343691.053482 + Penalty 2695.484873 = -340995.568610
  nChanged 3
		SP:Iteration 57Q (158985.510000 sec): 3 clusters
  Score: Raw -343692.118470 + Penalty 2695.484873 = -340996.633597
  nChanged 7
		SP:Iteration 58Q (158985.650000 sec): 3 clusters
  Score: Raw -343694.190744 + Penalty 2695.484873 = -340998.705872
  nChanged 4
		SP:Iteration 59Q (158985.790000 sec): 3 clusters
  Score: Raw -343695.167756 + Penalty 2695.484873 = -340999.682883
  nChanged 3
		SP:Iteration 60F (158985.940000 sec): 3 clusters
  Score: Raw -343696.026321 + Penalty 2695.484873 = -341000.541448
  nChanged 4
		SP:Iteration 61Q (158986.090000 sec): 3 clusters
  Score: Raw -343696.749595 + Penalty 2695.484873 = -341001.264722
  nChanged 1
		SP:Iteration 62Q (158986.220000 sec): 3 clusters
  Score: Raw -343696.867547 + Penalty 2695.484873 = -341001.382674
  nChanged 0
		SP:Iteration 63F (158986.370000 sec): 3 clusters
  Score: Raw -343696.867547 + Penalty 2695.484873 = -341001.382674
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (2032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158986.430000 sec): 2 clusters
  Score: Raw -152464.047520 + Penalty 1237.726069 = -151226.321451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158986.590000 sec): 3 clusters
  Score: Raw -151663.764670 + Penalty 2475.452138 = -149188.312532
  nChanged 753
		SP:Iteration 1F (158986.730000 sec): 3 clusters
  Score: Raw -152397.512453 + Penalty 2475.452138 = -149922.060315
  nChanged 224
		SP:Iteration 2F (158986.880000 sec): 3 clusters
  Score: Raw -152737.874176 + Penalty 2475.452138 = -150262.422038
  nChanged 169
		SP:Iteration 3F (158987.030000 sec): 3 clusters
  Score: Raw -152956.807969 + Penalty 2475.452138 = -150481.355831
  nChanged 116
		SP:Iteration 4F (158987.170000 sec): 3 clusters
  Score: Raw -153139.605826 + Penalty 2475.452138 = -150664.153688
  nChanged 92
		SP:Iteration 5Q (158987.320000 sec): 3 clusters
  Score: Raw -153242.170398 + Penalty 2475.452138 = -150766.718260
  nChanged 66
		SP:Iteration 6Q (158987.470000 sec): 3 clusters
  Score: Raw -153321.141616 + Penalty 2475.452138 = -150845.689478
  nChanged 49
		SP:Iteration 7Q (158987.610000 sec): 3 clusters
  Score: Raw -153379.125521 + Penalty 2475.452138 = -150903.673383
  nChanged 48
		SP:Iteration 8Q (158987.760000 sec): 3 clusters
  Score: Raw -153414.435064 + Penalty 2475.452138 = -150938.982926
  nChanged 37
		SP:Iteration 9Q (158987.910000 sec): 3 clusters
  Score: Raw -153460.955827 + Penalty 2475.452138 = -150985.503689
  nChanged 32
		SP:Iteration 10Q (158988.060000 sec): 3 clusters
  Score: Raw -153489.096607 + Penalty 2475.452138 = -151013.644469
  nChanged 27
		SP:Iteration 11Q (158988.210000 sec): 3 clusters
  Score: Raw -153511.820546 + Penalty 2475.452138 = -151036.368408
  nChanged 21
		SP:Iteration 12Q (158988.350000 sec): 3 clusters
  Score: Raw -153523.852915 + Penalty 2475.452138 = -151048.400778
  nChanged 17
		SP:Iteration 13Q (158988.500000 sec): 3 clusters
  Score: Raw -153533.267664 + Penalty 2475.452138 = -151057.815527
  nChanged 15
		SP:Iteration 14Q (158988.650000 sec): 3 clusters
  Score: Raw -153541.084525 + Penalty 2475.452138 = -151065.632387
  nChanged 9
		SP:Iteration 15Q (158988.790000 sec): 3 clusters
  Score: Raw -153547.727878 + Penalty 2475.452138 = -151072.275741
  nChanged 7
		SP:Iteration 16Q (158988.940000 sec): 3 clusters
  Score: Raw -153551.286431 + Penalty 2475.452138 = -151075.834294
  nChanged 4
		SP:Iteration 17Q (158989.090000 sec): 3 clusters
  Score: Raw -153553.529673 + Penalty 2475.452138 = -151078.077535
  nChanged 2
		SP:Iteration 18Q (158989.240000 sec): 3 clusters
  Score: Raw -153554.339333 + Penalty 2475.452138 = -151078.887195
  nChanged 0
		SP:Iteration 19F (158989.390000 sec): 3 clusters
  Score: Raw -153554.339333 + Penalty 2475.452138 = -151078.887195
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (2550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158989.450000 sec): 2 clusters
  Score: Raw -202152.412875 + Penalty 1274.625404 = -200877.787471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158989.590000 sec): 3 clusters
  Score: Raw -201037.930462 + Penalty 2549.250807 = -198488.679655
  nChanged 934
		SP:Iteration 1F (158989.740000 sec): 3 clusters
  Score: Raw -201646.484103 + Penalty 2549.250807 = -199097.233295
  nChanged 224
		SP:Iteration 2F (158989.880000 sec): 3 clusters
  Score: Raw -201839.365269 + Penalty 2549.250807 = -199290.114461
  nChanged 179
		SP:Iteration 3F (158990.030000 sec): 3 clusters
  Score: Raw -202001.336015 + Penalty 2549.250807 = -199452.085208
  nChanged 154
		SP:Iteration 4F (158990.170000 sec): 3 clusters
  Score: Raw -202131.720190 + Penalty 2549.250807 = -199582.469383
  nChanged 122
		SP:Iteration 5Q (158990.310000 sec): 3 clusters
  Score: Raw -202233.421834 + Penalty 2549.250807 = -199684.171026
  nChanged 101
		SP:Iteration 6Q (158990.460000 sec): 3 clusters
  Score: Raw -202324.228746 + Penalty 2549.250807 = -199774.977938
  nChanged 108
		SP:Iteration 7Q (158990.600000 sec): 3 clusters
  Score: Raw -202412.297361 + Penalty 2549.250807 = -199863.046554
  nChanged 75
		SP:Iteration 8Q (158990.750000 sec): 3 clusters
  Score: Raw -202478.005507 + Penalty 2549.250807 = -199928.754700
  nChanged 60
		SP:Iteration 9Q (158990.890000 sec): 3 clusters
  Score: Raw -202525.408339 + Penalty 2549.250807 = -199976.157532
  nChanged 41
		SP:Iteration 10Q (158991.030000 sec): 3 clusters
  Score: Raw -202558.226644 + Penalty 2549.250807 = -200008.975836
  nChanged 33
		SP:Iteration 11Q (158991.180000 sec): 3 clusters
  Score: Raw -202581.007117 + Penalty 2549.250807 = -200031.756309
  nChanged 31
		SP:Iteration 12Q (158991.320000 sec): 3 clusters
  Score: Raw -202593.764514 + Penalty 2549.250807 = -200044.513707
  nChanged 16
		SP:Iteration 13Q (158991.470000 sec): 3 clusters
  Score: Raw -202601.914400 + Penalty 2549.250807 = -200052.663592
  nChanged 12
		SP:Iteration 14Q (158991.610000 sec): 3 clusters
  Score: Raw -202608.616694 + Penalty 2549.250807 = -200059.365886
  nChanged 11
		SP:Iteration 15Q (158991.750000 sec): 3 clusters
  Score: Raw -202613.413840 + Penalty 2549.250807 = -200064.163033
  nChanged 11
		SP:Iteration 16Q (158991.900000 sec): 3 clusters
  Score: Raw -202619.395511 + Penalty 2549.250807 = -200070.144704
  nChanged 7
		SP:Iteration 17Q (158992.040000 sec): 3 clusters
  Score: Raw -202621.361232 + Penalty 2549.250807 = -200072.110424
  nChanged 3
		SP:Iteration 18Q (158992.190000 sec): 3 clusters
  Score: Raw -202622.099795 + Penalty 2549.250807 = -200072.848988
  nChanged 4
		SP:Iteration 19Q (158992.340000 sec): 3 clusters
  Score: Raw -202624.588171 + Penalty 2549.250807 = -200075.337363
  nChanged 6
		SP:Iteration 20F (158992.490000 sec): 3 clusters
  Score: Raw -202627.597695 + Penalty 2549.250807 = -200078.346887
  nChanged 3
		SP:Iteration 21Q (158992.630000 sec): 3 clusters
  Score: Raw -202629.455523 + Penalty 2549.250807 = -200080.204716
  nChanged 2
		SP:Iteration 22Q (158992.780000 sec): 3 clusters
  Score: Raw -202630.192258 + Penalty 2549.250807 = -200080.941451
  nChanged 1
		SP:Iteration 23Q (158992.930000 sec): 3 clusters
  Score: Raw -202630.696454 + Penalty 2549.250807 = -200081.445647
  nChanged 3
		SP:Iteration 24Q (158993.090000 sec): 3 clusters
  Score: Raw -202632.456128 + Penalty 2549.250807 = -200083.205320
  nChanged 4
		SP:Iteration 25Q (158993.230000 sec): 3 clusters
  Score: Raw -202634.882560 + Penalty 2549.250807 = -200085.631752
  nChanged 1
		SP:Iteration 26Q (158993.390000 sec): 3 clusters
  Score: Raw -202635.884625 + Penalty 2549.250807 = -200086.633818
  nChanged 3
		SP:Iteration 27Q (158993.560000 sec): 3 clusters
  Score: Raw -202637.163912 + Penalty 2549.250807 = -200087.913105
  nChanged 0
		SP:Iteration 28F (158993.720000 sec): 3 clusters
  Score: Raw -202637.163912 + Penalty 2549.250807 = -200087.913105
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158993.820000 sec): 2 clusters
  Score: Raw -211021.033154 + Penalty 1329.983485 = -209691.049669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158993.970000 sec): 3 clusters
  Score: Raw -209286.376754 + Penalty 2659.966970 = -206626.409785
  nChanged 1437
		SP:Iteration 1F (158994.130000 sec): 3 clusters
  Score: Raw -210608.837952 + Penalty 2659.966970 = -207948.870983
  nChanged 414
		SP:Iteration 2F (158994.280000 sec): 3 clusters
  Score: Raw -211062.236285 + Penalty 2659.966970 = -208402.269315
  nChanged 268
		SP:Iteration 3F (158994.440000 sec): 3 clusters
  Score: Raw -211307.463361 + Penalty 2659.966970 = -208647.496391
  nChanged 193
		SP:Iteration 4F (158994.600000 sec): 3 clusters
  Score: Raw -211474.071292 + Penalty 2659.966970 = -208814.104323
  nChanged 148
		SP:Iteration 5Q (158994.760000 sec): 3 clusters
  Score: Raw -211611.726720 + Penalty 2659.966970 = -208951.759750
  nChanged 106
		SP:Iteration 6Q (158994.920000 sec): 3 clusters
  Score: Raw -211699.495981 + Penalty 2659.966970 = -209039.529011
  nChanged 91
		SP:Iteration 7Q (158995.080000 sec): 3 clusters
  Score: Raw -211755.328542 + Penalty 2659.966970 = -209095.361573
  nChanged 59
		SP:Iteration 8Q (158995.240000 sec): 3 clusters
  Score: Raw -211787.840411 + Penalty 2659.966970 = -209127.873442
  nChanged 58
		SP:Iteration 9Q (158995.400000 sec): 3 clusters
  Score: Raw -211821.835427 + Penalty 2659.966970 = -209161.868457
  nChanged 51
		SP:Iteration 10Q (158995.560000 sec): 3 clusters
  Score: Raw -211841.272669 + Penalty 2659.966970 = -209181.305699
  nChanged 37
		SP:Iteration 11Q (158995.710000 sec): 3 clusters
  Score: Raw -211859.269807 + Penalty 2659.966970 = -209199.302837
  nChanged 24
		SP:Iteration 12Q (158995.850000 sec): 3 clusters
  Score: Raw -211870.274962 + Penalty 2659.966970 = -209210.307993
  nChanged 20
		SP:Iteration 13Q (158995.990000 sec): 3 clusters
  Score: Raw -211876.760434 + Penalty 2659.966970 = -209216.793465
  nChanged 17
		SP:Iteration 14Q (158996.130000 sec): 3 clusters
  Score: Raw -211883.413456 + Penalty 2659.966970 = -209223.446487
  nChanged 13
		SP:Iteration 15Q (158996.280000 sec): 3 clusters
  Score: Raw -211889.122224 + Penalty 2659.966970 = -209229.155255
  nChanged 11
		SP:Iteration 16Q (158996.420000 sec): 3 clusters
  Score: Raw -211893.048863 + Penalty 2659.966970 = -209233.081893
  nChanged 8
		SP:Iteration 17Q (158996.570000 sec): 3 clusters
  Score: Raw -211896.066502 + Penalty 2659.966970 = -209236.099532
  nChanged 11
		SP:Iteration 18Q (158996.710000 sec): 3 clusters
  Score: Raw -211901.993130 + Penalty 2659.966970 = -209242.026160
  nChanged 13
		SP:Iteration 19Q (158996.860000 sec): 3 clusters
  Score: Raw -211905.644333 + Penalty 2659.966970 = -209245.677363
  nChanged 11
		SP:Iteration 20F (158997.020000 sec): 3 clusters
  Score: Raw -211910.595226 + Penalty 2659.966970 = -209250.628256
  nChanged 19
		SP:Iteration 21Q (158997.170000 sec): 3 clusters
  Score: Raw -211915.566910 + Penalty 2659.966970 = -209255.599940
  nChanged 10
		SP:Iteration 22Q (158997.330000 sec): 3 clusters
  Score: Raw -211918.921547 + Penalty 2659.966970 = -209258.954578
  nChanged 11
		SP:Iteration 23Q (158997.490000 sec): 3 clusters
  Score: Raw -211923.983938 + Penalty 2659.966970 = -209264.016969
  nChanged 12
		SP:Iteration 24Q (158997.630000 sec): 3 clusters
  Score: Raw -211936.971175 + Penalty 2659.966970 = -209277.004205
  nChanged 19
		SP:Iteration 25Q (158997.780000 sec): 3 clusters
  Score: Raw -211960.833974 + Penalty 2659.966970 = -209300.867004
  nChanged 19
		SP:Iteration 26Q (158997.900000 sec): 3 clusters
  Score: Raw -211969.181640 + Penalty 2659.966970 = -209309.214670
  nChanged 20
		SP:Iteration 27Q (158998.050000 sec): 3 clusters
  Score: Raw -211977.249162 + Penalty 2659.966970 = -209317.282193
  nChanged 16
		SP:Iteration 28Q (158998.190000 sec): 3 clusters
  Score: Raw -211984.631988 + Penalty 2659.966970 = -209324.665018
  nChanged 13
		SP:Iteration 29Q (158998.340000 sec): 3 clusters
  Score: Raw -211989.127091 + Penalty 2659.966970 = -209329.160121
  nChanged 14
		SP:Iteration 30Q (158998.490000 sec): 3 clusters
  Score: Raw -211992.831980 + Penalty 2659.966970 = -209332.865011
  nChanged 8
		SP:Iteration 31Q (158998.630000 sec): 3 clusters
  Score: Raw -211994.580964 + Penalty 2659.966970 = -209334.613994
  nChanged 2
		SP:Iteration 32Q (158998.780000 sec): 3 clusters
  Score: Raw -211995.178556 + Penalty 2659.966970 = -209335.211586
  nChanged 2
		SP:Iteration 33Q (158998.940000 sec): 3 clusters
  Score: Raw -211995.462853 + Penalty 2659.966970 = -209335.495884
  nChanged 3
		SP:Iteration 34Q (158999.100000 sec): 3 clusters
  Score: Raw -211996.059355 + Penalty 2659.966970 = -209336.092385
  nChanged 3
		SP:Iteration 35Q (158999.250000 sec): 3 clusters
  Score: Raw -211996.788357 + Penalty 2659.966970 = -209336.821387
  nChanged 3
		SP:Iteration 36Q (158999.410000 sec): 3 clusters
  Score: Raw -211997.500070 + Penalty 2659.966970 = -209337.533100
  nChanged 1
		SP:Iteration 37Q (158999.570000 sec): 3 clusters
  Score: Raw -211999.565350 + Penalty 2659.966970 = -209339.598381
  nChanged 3
		SP:Iteration 38Q (158999.730000 sec): 3 clusters
  Score: Raw -211999.995771 + Penalty 2659.966970 = -209340.028801
  nChanged 2
		SP:Iteration 39Q (158999.890000 sec): 3 clusters
  Score: Raw -212000.372049 + Penalty 2659.966970 = -209340.405080
  nChanged 3
		SP:Iteration 40F (159000.050000 sec): 3 clusters
  Score: Raw -212001.354213 + Penalty 2659.966970 = -209341.387243
  nChanged 3
		SP:Iteration 41Q (159000.200000 sec): 3 clusters
  Score: Raw -212002.552830 + Penalty 2659.966970 = -209342.585860
  nChanged 2
		SP:Iteration 42Q (159000.360000 sec): 3 clusters
  Score: Raw -212003.061269 + Penalty 2659.966970 = -209343.094299
  nChanged 2
		SP:Iteration 43Q (159000.520000 sec): 3 clusters
  Score: Raw -212003.287830 + Penalty 2659.966970 = -209343.320860
  nChanged 0
		SP:Iteration 44F (159000.690000 sec): 3 clusters
  Score: Raw -212003.287830 + Penalty 2659.966970 = -209343.320860
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159000.790000 sec): 2 clusters
  Score: Raw -235514.935141 + Penalty 1273.666699 = -234241.268442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159000.970000 sec): 3 clusters
  Score: Raw -234373.931336 + Penalty 2547.333398 = -231826.597939
  nChanged 946
		SP:Iteration 1F (159001.120000 sec): 3 clusters
  Score: Raw -234982.655034 + Penalty 2547.333398 = -232435.321637
  nChanged 229
		SP:Iteration 2F (159001.260000 sec): 3 clusters
  Score: Raw -235163.549329 + Penalty 2547.333398 = -232616.215931
  nChanged 164
		SP:Iteration 3F (159001.400000 sec): 3 clusters
  Score: Raw -235315.603063 + Penalty 2547.333398 = -232768.269665
  nChanged 177
		SP:Iteration 4F (159001.550000 sec): 3 clusters
  Score: Raw -235530.528209 + Penalty 2547.333398 = -232983.194812
  nChanged 174
		SP:Iteration 5F (159001.690000 sec): 3 clusters
  Score: Raw -235723.657756 + Penalty 2547.333398 = -233176.324359
  nChanged 152
		SP:Iteration 6F (159001.840000 sec): 3 clusters
  Score: Raw -235894.620814 + Penalty 2547.333398 = -233347.287417
  nChanged 116
		SP:Iteration 7Q (159001.980000 sec): 3 clusters
  Score: Raw -236009.007359 + Penalty 2547.333398 = -233461.673961
  nChanged 68
		SP:Iteration 8Q (159002.120000 sec): 3 clusters
  Score: Raw -236059.099592 + Penalty 2547.333398 = -233511.766194
  nChanged 45
		SP:Iteration 9Q (159002.270000 sec): 3 clusters
  Score: Raw -236087.782666 + Penalty 2547.333398 = -233540.449268
  nChanged 31
		SP:Iteration 10Q (159002.410000 sec): 3 clusters
  Score: Raw -236107.170999 + Penalty 2547.333398 = -233559.837602
  nChanged 24
		SP:Iteration 11Q (159002.560000 sec): 3 clusters
  Score: Raw -236119.680246 + Penalty 2547.333398 = -233572.346849
  nChanged 18
		SP:Iteration 12Q (159002.700000 sec): 3 clusters
  Score: Raw -236133.299933 + Penalty 2547.333398 = -233585.966535
  nChanged 25
		SP:Iteration 13Q (159002.870000 sec): 3 clusters
  Score: Raw -236151.559002 + Penalty 2547.333398 = -233604.225605
  nChanged 26
		SP:Iteration 14Q (159003.010000 sec): 3 clusters
  Score: Raw -236169.350537 + Penalty 2547.333398 = -233622.017139
  nChanged 17
		SP:Iteration 15Q (159003.140000 sec): 3 clusters
  Score: Raw -236178.359274 + Penalty 2547.333398 = -233631.025876
  nChanged 20
		SP:Iteration 16Q (159003.280000 sec): 3 clusters
  Score: Raw -236191.563309 + Penalty 2547.333398 = -233644.229911
  nChanged 14
		SP:Iteration 17Q (159003.420000 sec): 3 clusters
  Score: Raw -236200.357240 + Penalty 2547.333398 = -233653.023842
  nChanged 14
		SP:Iteration 18Q (159003.570000 sec): 3 clusters
  Score: Raw -236207.746390 + Penalty 2547.333398 = -233660.412992
  nChanged 7
		SP:Iteration 19Q (159003.720000 sec): 3 clusters
  Score: Raw -236211.090979 + Penalty 2547.333398 = -233663.757581
  nChanged 8
		SP:Iteration 20F (159003.860000 sec): 3 clusters
  Score: Raw -236214.835530 + Penalty 2547.333398 = -233667.502132
  nChanged 3
		SP:Iteration 21Q (159004.010000 sec): 3 clusters
  Score: Raw -236216.155229 + Penalty 2547.333398 = -233668.821832
  nChanged 2
		SP:Iteration 22Q (159004.170000 sec): 3 clusters
  Score: Raw -236217.249664 + Penalty 2547.333398 = -233669.916267
  nChanged 3
		SP:Iteration 23Q (159004.330000 sec): 3 clusters
  Score: Raw -236218.280737 + Penalty 2547.333398 = -233670.947339
  nChanged 2
		SP:Iteration 24Q (159004.490000 sec): 3 clusters
  Score: Raw -236219.200526 + Penalty 2547.333398 = -233671.867129
  nChanged 2
		SP:Iteration 25Q (159004.650000 sec): 3 clusters
  Score: Raw -236219.881554 + Penalty 2547.333398 = -233672.548156
  nChanged 1
		SP:Iteration 26Q (159004.810000 sec): 3 clusters
  Score: Raw -236220.278441 + Penalty 2547.333398 = -233672.945043
  nChanged 2
		SP:Iteration 27Q (159004.970000 sec): 3 clusters
  Score: Raw -236220.922711 + Penalty 2547.333398 = -233673.589313
  nChanged 0
		SP:Iteration 28F (159005.130000 sec): 3 clusters
  Score: Raw -236220.922711 + Penalty 2547.333398 = -233673.589313
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (11376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159005.280000 sec): 2 clusters
  Score: Raw -989446.331956 + Penalty 1517.629937 = -987928.702019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159005.520000 sec): 3 clusters
  Score: Raw -982827.661499 + Penalty 3035.259874 = -979792.401625
  nChanged 4992
		SP:Iteration 1F (159005.740000 sec): 3 clusters
  Score: Raw -985849.419945 + Penalty 3035.259874 = -982814.160070
  nChanged 931
		SP:Iteration 2F (159005.940000 sec): 3 clusters
  Score: Raw -986432.313744 + Penalty 3035.259874 = -983397.053869
  nChanged 791
		SP:Iteration 3F (159006.150000 sec): 3 clusters
  Score: Raw -986976.861106 + Penalty 3035.259874 = -983941.601232
  nChanged 752
		SP:Iteration 4F (159006.450000 sec): 3 clusters
  Score: Raw -987538.522097 + Penalty 3035.259874 = -984503.262222
  nChanged 715
		SP:Iteration 5F (159006.630000 sec): 3 clusters
  Score: Raw -987997.881643 + Penalty 3035.259874 = -984962.621769
  nChanged 582
		SP:Iteration 6F (159006.860000 sec): 3 clusters
  Score: Raw -988318.948382 + Penalty 3035.259874 = -985283.688507
  nChanged 463
		SP:Iteration 7Q (159007.110000 sec): 3 clusters
  Score: Raw -988572.770901 + Penalty 3035.259874 = -985537.511027
  nChanged 427
		SP:Iteration 8Q (159007.330000 sec): 3 clusters
  Score: Raw -988770.787037 + Penalty 3035.259874 = -985735.527163
  nChanged 358
		SP:Iteration 9Q (159007.560000 sec): 3 clusters
  Score: Raw -988931.883792 + Penalty 3035.259874 = -985896.623918
  nChanged 284
		SP:Iteration 10Q (159007.790000 sec): 3 clusters
  Score: Raw -989057.511115 + Penalty 3035.259874 = -986022.251241
  nChanged 276
		SP:Iteration 11Q (159008.020000 sec): 3 clusters
  Score: Raw -989176.390188 + Penalty 3035.259874 = -986141.130314
  nChanged 251
		SP:Iteration 12Q (159008.250000 sec): 3 clusters
  Score: Raw -989276.845922 + Penalty 3035.259874 = -986241.586047
  nChanged 212
		SP:Iteration 13Q (159008.510000 sec): 3 clusters
  Score: Raw -989366.382700 + Penalty 3035.259874 = -986331.122826
  nChanged 189
		SP:Iteration 14Q (159008.670000 sec): 3 clusters
  Score: Raw -989440.144252 + Penalty 3035.259874 = -986404.884378
  nChanged 167
		SP:Iteration 15Q (159008.910000 sec): 3 clusters
  Score: Raw -989500.719520 + Penalty 3035.259874 = -986465.459646
  nChanged 164
		SP:Iteration 16Q (159009.150000 sec): 3 clusters
  Score: Raw -989564.558731 + Penalty 3035.259874 = -986529.298857
  nChanged 153
		SP:Iteration 17Q (159009.390000 sec): 3 clusters
  Score: Raw -989626.539695 + Penalty 3035.259874 = -986591.279821
  nChanged 165
		SP:Iteration 18Q (159009.670000 sec): 3 clusters
  Score: Raw -989690.141712 + Penalty 3035.259874 = -986654.881838
  nChanged 152
		SP:Iteration 19Q (159009.870000 sec): 3 clusters
  Score: Raw -989753.712934 + Penalty 3035.259874 = -986718.453059
  nChanged 136
		SP:Iteration 20F (159010.110000 sec): 3 clusters
  Score: Raw -989807.303779 + Penalty 3035.259874 = -986772.043905
  nChanged 122
		SP:Iteration 21Q (159010.340000 sec): 3 clusters
  Score: Raw -989849.685551 + Penalty 3035.259874 = -986814.425677
  nChanged 107
		SP:Iteration 22Q (159010.580000 sec): 3 clusters
  Score: Raw -989883.441569 + Penalty 3035.259874 = -986848.181694
  nChanged 90
		SP:Iteration 23Q (159010.800000 sec): 3 clusters
  Score: Raw -989910.782438 + Penalty 3035.259874 = -986875.522563
  nChanged 94
		SP:Iteration 24Q (159011.040000 sec): 3 clusters
  Score: Raw -989941.961085 + Penalty 3035.259874 = -986906.701211
  nChanged 101
		SP:Iteration 25Q (159011.320000 sec): 3 clusters
  Score: Raw -989977.142572 + Penalty 3035.259874 = -986941.882697
  nChanged 96
		SP:Iteration 26Q (159011.470000 sec): 3 clusters
  Score: Raw -990006.084511 + Penalty 3035.259874 = -986970.824636
  nChanged 83
		SP:Iteration 27Q (159011.750000 sec): 3 clusters
  Score: Raw -990024.867538 + Penalty 3035.259874 = -986989.607664
  nChanged 60
		SP:Iteration 28Q (159011.900000 sec): 3 clusters
  Score: Raw -990039.835651 + Penalty 3035.259874 = -987004.575777
  nChanged 52
		SP:Iteration 29Q (159012.140000 sec): 3 clusters
  Score: Raw -990056.585216 + Penalty 3035.259874 = -987021.325341
  nChanged 54
		SP:Iteration 30Q (159012.380000 sec): 3 clusters
  Score: Raw -990071.703129 + Penalty 3035.259874 = -987036.443254
  nChanged 56
		SP:Iteration 31Q (159012.630000 sec): 3 clusters
  Score: Raw -990087.076274 + Penalty 3035.259874 = -987051.816399
  nChanged 48
		SP:Iteration 32Q (159012.870000 sec): 3 clusters
  Score: Raw -990101.232080 + Penalty 3035.259874 = -987065.972206
  nChanged 49
		SP:Iteration 33Q (159013.120000 sec): 3 clusters
  Score: Raw -990115.462424 + Penalty 3035.259874 = -987080.202549
  nChanged 59
		SP:Iteration 34Q (159013.320000 sec): 3 clusters
  Score: Raw -990130.308391 + Penalty 3035.259874 = -987095.048516
  nChanged 45
		SP:Iteration 35Q (159013.560000 sec): 3 clusters
  Score: Raw -990143.210178 + Penalty 3035.259874 = -987107.950304
  nChanged 43
		SP:Iteration 36Q (159013.750000 sec): 3 clusters
  Score: Raw -990154.881594 + Penalty 3035.259874 = -987119.621719
  nChanged 40
		SP:Iteration 37Q (159013.980000 sec): 3 clusters
  Score: Raw -990165.236568 + Penalty 3035.259874 = -987129.976694
  nChanged 27
		SP:Iteration 38Q (159014.250000 sec): 3 clusters
  Score: Raw -990171.350621 + Penalty 3035.259874 = -987136.090747
  nChanged 25
		SP:Iteration 39Q (159014.410000 sec): 3 clusters
  Score: Raw -990175.862252 + Penalty 3035.259874 = -987140.602378
  nChanged 20
		SP:Iteration 40F (159014.610000 sec): 3 clusters
  Score: Raw -990180.848630 + Penalty 3035.259874 = -987145.588755
  nChanged 22
		SP:Iteration 41Q (159014.890000 sec): 3 clusters
  Score: Raw -990186.335647 + Penalty 3035.259874 = -987151.075773
  nChanged 23
		SP:Iteration 42Q (159015.120000 sec): 3 clusters
  Score: Raw -990192.509794 + Penalty 3035.259874 = -987157.249919
  nChanged 25
		SP:Iteration 43Q (159015.260000 sec): 3 clusters
  Score: Raw -990198.222338 + Penalty 3035.259874 = -987162.962464
  nChanged 17
		SP:Iteration 44Q (159015.490000 sec): 3 clusters
  Score: Raw -990203.560275 + Penalty 3035.259874 = -987168.300401
  nChanged 24
		SP:Iteration 45Q (159015.730000 sec): 3 clusters
  Score: Raw -990209.609798 + Penalty 3035.259874 = -987174.349924
  nChanged 28
		SP:Iteration 46Q (159015.960000 sec): 3 clusters
  Score: Raw -990215.947857 + Penalty 3035.259874 = -987180.687983
  nChanged 17
		SP:Iteration 47Q (159016.190000 sec): 3 clusters
  Score: Raw -990219.776428 + Penalty 3035.259874 = -987184.516553
  nChanged 20
		SP:Iteration 48Q (159016.430000 sec): 3 clusters
  Score: Raw -990224.630582 + Penalty 3035.259874 = -987189.370708
  nChanged 23
		SP:Iteration 49Q (159016.690000 sec): 3 clusters
  Score: Raw -990229.741695 + Penalty 3035.259874 = -987194.481821
  nChanged 18
		SP:Iteration 50Q (159016.860000 sec): 3 clusters
  Score: Raw -990233.571007 + Penalty 3035.259874 = -987198.311132
  nChanged 18
		SP:Iteration 51Q (159017.090000 sec): 3 clusters
  Score: Raw -990238.015294 + Penalty 3035.259874 = -987202.755420
  nChanged 17
		SP:Iteration 52Q (159017.360000 sec): 3 clusters
  Score: Raw -990243.114881 + Penalty 3035.259874 = -987207.855006
  nChanged 17
		SP:Iteration 53Q (159017.580000 sec): 3 clusters
  Score: Raw -990247.257150 + Penalty 3035.259874 = -987211.997275
  nChanged 21
		SP:Iteration 54Q (159017.730000 sec): 3 clusters
  Score: Raw -990251.327264 + Penalty 3035.259874 = -987216.067390
  nChanged 15
		SP:Iteration 55Q (159017.960000 sec): 3 clusters
  Score: Raw -990254.603170 + Penalty 3035.259874 = -987219.343295
  nChanged 17
		SP:Iteration 56Q (159018.240000 sec): 3 clusters
  Score: Raw -990258.238339 + Penalty 3035.259874 = -987222.978464
  nChanged 13
		SP:Iteration 57Q (159018.410000 sec): 3 clusters
  Score: Raw -990261.375527 + Penalty 3035.259874 = -987226.115653
  nChanged 14
		SP:Iteration 58Q (159018.670000 sec): 3 clusters
  Score: Raw -990264.631650 + Penalty 3035.259874 = -987229.371776
  nChanged 13
		SP:Iteration 59Q (159018.870000 sec): 3 clusters
  Score: Raw -990268.168652 + Penalty 3035.259874 = -987232.908778
  nChanged 13
		SP:Iteration 60F (159019.090000 sec): 3 clusters
  Score: Raw -990271.428298 + Penalty 3035.259874 = -987236.168423
  nChanged 15
		SP:Iteration 61Q (159019.350000 sec): 3 clusters
  Score: Raw -990275.019239 + Penalty 3035.259874 = -987239.759365
  nChanged 22
		SP:Iteration 62Q (159019.510000 sec): 3 clusters
  Score: Raw -990279.592673 + Penalty 3035.259874 = -987244.332798
  nChanged 22
		SP:Iteration 63Q (159019.730000 sec): 3 clusters
  Score: Raw -990284.034455 + Penalty 3035.259874 = -987248.774580
  nChanged 20
		SP:Iteration 64Q (159019.960000 sec): 3 clusters
  Score: Raw -990287.794814 + Penalty 3035.259874 = -987252.534939
  nChanged 14
		SP:Iteration 65Q (159020.180000 sec): 3 clusters
  Score: Raw -990290.953653 + Penalty 3035.259874 = -987255.693779
  nChanged 10
		SP:Iteration 66Q (159020.440000 sec): 3 clusters
  Score: Raw -990293.445161 + Penalty 3035.259874 = -987258.185286
  nChanged 9
		SP:Iteration 67Q (159020.600000 sec): 3 clusters
  Score: Raw -990295.509426 + Penalty 3035.259874 = -987260.249552
  nChanged 6
		SP:Iteration 68Q (159020.830000 sec): 3 clusters
  Score: Raw -990296.735162 + Penalty 3035.259874 = -987261.475287
  nChanged 9
		SP:Iteration 69Q (159021.100000 sec): 3 clusters
  Score: Raw -990299.071929 + Penalty 3035.259874 = -987263.812055
  nChanged 14
		SP:Iteration 70Q (159021.260000 sec): 3 clusters
  Score: Raw -990302.706194 + Penalty 3035.259874 = -987267.446319
  nChanged 14
		SP:Iteration 71Q (159021.500000 sec): 3 clusters
  Score: Raw -990306.605764 + Penalty 3035.259874 = -987271.345890
  nChanged 15
		SP:Iteration 72Q (159021.720000 sec): 3 clusters
  Score: Raw -990308.861707 + Penalty 3035.259874 = -987273.601833
  nChanged 11
		SP:Iteration 73Q (159021.950000 sec): 3 clusters
  Score: Raw -990310.427005 + Penalty 3035.259874 = -987275.167131
  nChanged 5
		SP:Iteration 74Q (159022.180000 sec): 3 clusters
  Score: Raw -990311.208336 + Penalty 3035.259874 = -987275.948461
  nChanged 5
		SP:Iteration 75Q (159022.380000 sec): 3 clusters
  Score: Raw -990311.899065 + Penalty 3035.259874 = -987276.639190
  nChanged 1
		SP:Iteration 76Q (159022.610000 sec): 3 clusters
  Score: Raw -990311.987524 + Penalty 3035.259874 = -987276.727649
  nChanged 1
		SP:Iteration 77Q (159022.850000 sec): 3 clusters
  Score: Raw -990312.088191 + Penalty 3035.259874 = -987276.828316
  nChanged 3
		SP:Iteration 78Q (159023.090000 sec): 3 clusters
  Score: Raw -990312.976182 + Penalty 3035.259874 = -987277.716308
  nChanged 3
		SP:Iteration 79Q (159023.290000 sec): 3 clusters
  Score: Raw -990314.229633 + Penalty 3035.259874 = -987278.969759
  nChanged 6
		SP:Iteration 80F (159023.560000 sec): 3 clusters
  Score: Raw -990316.030094 + Penalty 3035.259874 = -987280.770220
  nChanged 8
		SP:Iteration 81Q (159023.730000 sec): 3 clusters
  Score: Raw -990317.427401 + Penalty 3035.259874 = -987282.167527
  nChanged 4
		SP:Iteration 82Q (159023.950000 sec): 3 clusters
  Score: Raw -990317.930131 + Penalty 3035.259874 = -987282.670257
  nChanged 3
		SP:Iteration 83Q (159024.180000 sec): 3 clusters
  Score: Raw -990318.736818 + Penalty 3035.259874 = -987283.476943
  nChanged 5
		SP:Iteration 84Q (159024.420000 sec): 3 clusters
  Score: Raw -990319.912110 + Penalty 3035.259874 = -987284.652235
  nChanged 3
		SP:Iteration 85Q (159024.660000 sec): 3 clusters
  Score: Raw -990320.498341 + Penalty 3035.259874 = -987285.238467
  nChanged 4
		SP:Iteration 86Q (159024.890000 sec): 3 clusters
  Score: Raw -990321.016312 + Penalty 3035.259874 = -987285.756437
  nChanged 6
		SP:Iteration 87Q (159025.170000 sec): 3 clusters
  Score: Raw -990322.383038 + Penalty 3035.259874 = -987287.123163
  nChanged 3
		SP:Iteration 88Q (159025.360000 sec): 3 clusters
  Score: Raw -990323.305615 + Penalty 3035.259874 = -987288.045740
  nChanged 3
		SP:Iteration 89Q (159025.590000 sec): 3 clusters
  Score: Raw -990324.331266 + Penalty 3035.259874 = -987289.071392
  nChanged 6
		SP:Iteration 90Q (159025.810000 sec): 3 clusters
  Score: Raw -990325.491859 + Penalty 3035.259874 = -987290.231984
  nChanged 8
		SP:Iteration 91Q (159026.040000 sec): 3 clusters
  Score: Raw -990326.792064 + Penalty 3035.259874 = -987291.532190
  nChanged 4
		SP:Iteration 92Q (159026.240000 sec): 3 clusters
  Score: Raw -990327.961928 + Penalty 3035.259874 = -987292.702054
  nChanged 5
		SP:Iteration 93Q (159026.440000 sec): 3 clusters
  Score: Raw -990328.505317 + Penalty 3035.259874 = -987293.245442
  nChanged 3
		SP:Iteration 94Q (159026.640000 sec): 3 clusters
  Score: Raw -990329.064258 + Penalty 3035.259874 = -987293.804384
  nChanged 1
		SP:Iteration 95Q (159026.870000 sec): 3 clusters
  Score: Raw -990329.383007 + Penalty 3035.259874 = -987294.123133
  nChanged 3
		SP:Iteration 96Q (159027.150000 sec): 3 clusters
  Score: Raw -990330.081213 + Penalty 3035.259874 = -987294.821339
  nChanged 2
		SP:Iteration 97Q (159027.310000 sec): 3 clusters
  Score: Raw -990330.513622 + Penalty 3035.259874 = -987295.253747
  nChanged 4
		SP:Iteration 98Q (159027.550000 sec): 3 clusters
  Score: Raw -990331.167816 + Penalty 3035.259874 = -987295.907942
  nChanged 5
		SP:Iteration 99Q (159027.780000 sec): 3 clusters
  Score: Raw -990332.959704 + Penalty 3035.259874 = -987297.699829
  nChanged 7
		SP:Iteration 100F (159028.020000 sec): 3 clusters
  Score: Raw -990336.316052 + Penalty 3035.259874 = -987301.056178
  nChanged 14
		SP:Iteration 101Q (159028.250000 sec): 3 clusters
  Score: Raw -990342.168833 + Penalty 3035.259874 = -987306.908959
  nChanged 12
		SP:Iteration 102Q (159028.450000 sec): 3 clusters
  Score: Raw -990345.733362 + Penalty 3035.259874 = -987310.473488
  nChanged 9
		SP:Iteration 103Q (159028.690000 sec): 3 clusters
  Score: Raw -990347.597880 + Penalty 3035.259874 = -987312.338005
  nChanged 6
		SP:Iteration 104Q (159028.970000 sec): 3 clusters
  Score: Raw -990348.906919 + Penalty 3035.259874 = -987313.647045
  nChanged 11
		SP:Iteration 105Q (159029.120000 sec): 3 clusters
  Score: Raw -990351.382257 + Penalty 3035.259874 = -987316.122383
  nChanged 11
		SP:Iteration 106Q (159029.330000 sec): 3 clusters
  Score: Raw -990354.213904 + Penalty 3035.259874 = -987318.954030
  nChanged 11
		SP:Iteration 107Q (159029.590000 sec): 3 clusters
  Score: Raw -990356.862638 + Penalty 3035.259874 = -987321.602764
  nChanged 12
		SP:Iteration 108Q (159029.780000 sec): 3 clusters
  Score: Raw -990360.051925 + Penalty 3035.259874 = -987324.792050
  nChanged 12
		SP:Iteration 109Q (159030.000000 sec): 3 clusters
  Score: Raw -990362.194771 + Penalty 3035.259874 = -987326.934896
  nChanged 9
		SP:Iteration 110Q (159030.230000 sec): 3 clusters
  Score: Raw -990364.111876 + Penalty 3035.259874 = -987328.852001
  nChanged 3
		SP:Iteration 111Q (159030.470000 sec): 3 clusters
  Score: Raw -990364.917944 + Penalty 3035.259874 = -987329.658070
  nChanged 6
		SP:Iteration 112Q (159030.740000 sec): 3 clusters
  Score: Raw -990366.016917 + Penalty 3035.259874 = -987330.757042
  nChanged 6
		SP:Iteration 113Q (159030.900000 sec): 3 clusters
  Score: Raw -990367.106801 + Penalty 3035.259874 = -987331.846926
  nChanged 5
		SP:Iteration 114Q (159031.130000 sec): 3 clusters
  Score: Raw -990368.017233 + Penalty 3035.259874 = -987332.757358
  nChanged 6
		SP:Iteration 115Q (159031.390000 sec): 3 clusters
  Score: Raw -990370.127924 + Penalty 3035.259874 = -987334.868050
  nChanged 5
		SP:Iteration 116Q (159031.560000 sec): 3 clusters
  Score: Raw -990370.988786 + Penalty 3035.259874 = -987335.728911
  nChanged 6
		SP:Iteration 117Q (159031.830000 sec): 3 clusters
  Score: Raw -990371.995340 + Penalty 3035.259874 = -987336.735465
  nChanged 7
		SP:Iteration 118Q (159031.990000 sec): 3 clusters
  Score: Raw -990373.084512 + Penalty 3035.259874 = -987337.824637
  nChanged 6
		SP:Iteration 119Q (159032.210000 sec): 3 clusters
  Score: Raw -990374.942743 + Penalty 3035.259874 = -987339.682868
  nChanged 6
		SP:Iteration 120F (159032.430000 sec): 3 clusters
  Score: Raw -990376.242133 + Penalty 3035.259874 = -987340.982258
  nChanged 4
		SP:Iteration 121Q (159032.650000 sec): 3 clusters
  Score: Raw -990377.032135 + Penalty 3035.259874 = -987341.772261
  nChanged 4
		SP:Iteration 122Q (159032.900000 sec): 3 clusters
  Score: Raw -990377.699899 + Penalty 3035.259874 = -987342.440025
  nChanged 4
		SP:Iteration 123Q (159033.140000 sec): 3 clusters
  Score: Raw -990378.798968 + Penalty 3035.259874 = -987343.539094
  nChanged 5
		SP:Iteration 124Q (159033.380000 sec): 3 clusters
  Score: Raw -990380.315895 + Penalty 3035.259874 = -987345.056021
  nChanged 7
		SP:Iteration 125Q (159033.640000 sec): 3 clusters
  Score: Raw -990381.918845 + Penalty 3035.259874 = -987346.658970
  nChanged 9
		SP:Iteration 126Q (159033.850000 sec): 3 clusters
  Score: Raw -990383.907234 + Penalty 3035.259874 = -987348.647359
  nChanged 3
		SP:Iteration 127Q (159034.100000 sec): 3 clusters
  Score: Raw -990384.435748 + Penalty 3035.259874 = -987349.175874
  nChanged 5
		SP:Iteration 128Q (159034.340000 sec): 3 clusters
  Score: Raw -990385.827973 + Penalty 3035.259874 = -987350.568098
  nChanged 5
		SP:Iteration 129Q (159034.580000 sec): 3 clusters
  Score: Raw -990386.716952 + Penalty 3035.259874 = -987351.457078
  nChanged 4
		SP:Iteration 130Q (159034.800000 sec): 3 clusters
  Score: Raw -990387.590624 + Penalty 3035.259874 = -987352.330750
  nChanged 3
		SP:Iteration 131Q (159035.020000 sec): 3 clusters
  Score: Raw -990387.877449 + Penalty 3035.259874 = -987352.617575
  nChanged 1
		SP:Iteration 132Q (159035.260000 sec): 3 clusters
  Score: Raw -990388.162591 + Penalty 3035.259874 = -987352.902717
  nChanged 4
		SP:Iteration 133Q (159035.490000 sec): 3 clusters
  Score: Raw -990389.039871 + Penalty 3035.259874 = -987353.779997
  nChanged 2
		SP:Iteration 134Q (159035.730000 sec): 3 clusters
  Score: Raw -990389.378223 + Penalty 3035.259874 = -987354.118349
  nChanged 0
		SP:Iteration 135F (159036.000000 sec): 3 clusters
  Score: Raw -990389.378223 + Penalty 3035.259874 = -987354.118349
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (3341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159036.040000 sec): 2 clusters
  Score: Raw -270803.288319 + Penalty 1318.529134 = -269484.759185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159036.200000 sec): 3 clusters
  Score: Raw -269248.135447 + Penalty 2637.058269 = -266611.077178
  nChanged 1307
		SP:Iteration 1F (159036.350000 sec): 3 clusters
  Score: Raw -270170.597521 + Penalty 2637.058269 = -267533.539252
  nChanged 336
		SP:Iteration 2F (159036.510000 sec): 3 clusters
  Score: Raw -270471.283826 + Penalty 2637.058269 = -267834.225557
  nChanged 252
		SP:Iteration 3F (159036.660000 sec): 3 clusters
  Score: Raw -270683.203212 + Penalty 2637.058269 = -268046.144943
  nChanged 183
		SP:Iteration 4F (159036.860000 sec): 3 clusters
  Score: Raw -270823.023540 + Penalty 2637.058269 = -268185.965271
  nChanged 147
		SP:Iteration 5Q (159037.020000 sec): 3 clusters
  Score: Raw -270925.730571 + Penalty 2637.058269 = -268288.672303
  nChanged 118
		SP:Iteration 6Q (159037.190000 sec): 3 clusters
  Score: Raw -271006.012893 + Penalty 2637.058269 = -268368.954624
  nChanged 91
		SP:Iteration 7Q (159037.350000 sec): 3 clusters
  Score: Raw -271068.383158 + Penalty 2637.058269 = -268431.324890
  nChanged 77
		SP:Iteration 8Q (159037.510000 sec): 3 clusters
  Score: Raw -271119.874512 + Penalty 2637.058269 = -268482.816243
  nChanged 74
		SP:Iteration 9Q (159037.670000 sec): 3 clusters
  Score: Raw -271166.425022 + Penalty 2637.058269 = -268529.366754
  nChanged 56
		SP:Iteration 10Q (159037.820000 sec): 3 clusters
  Score: Raw -271193.926201 + Penalty 2637.058269 = -268556.867932
  nChanged 43
		SP:Iteration 11Q (159037.980000 sec): 3 clusters
  Score: Raw -271211.884933 + Penalty 2637.058269 = -268574.826665
  nChanged 32
		SP:Iteration 12Q (159038.140000 sec): 3 clusters
  Score: Raw -271224.733195 + Penalty 2637.058269 = -268587.674926
  nChanged 34
		SP:Iteration 13Q (159038.310000 sec): 3 clusters
  Score: Raw -271235.544656 + Penalty 2637.058269 = -268598.486387
  nChanged 20
		SP:Iteration 14Q (159038.470000 sec): 3 clusters
  Score: Raw -271247.580210 + Penalty 2637.058269 = -268610.521942
  nChanged 22
		SP:Iteration 15Q (159038.630000 sec): 3 clusters
  Score: Raw -271257.703829 + Penalty 2637.058269 = -268620.645560
  nChanged 19
		SP:Iteration 16Q (159038.790000 sec): 3 clusters
  Score: Raw -271264.942942 + Penalty 2637.058269 = -268627.884673
  nChanged 8
		SP:Iteration 17Q (159038.960000 sec): 3 clusters
  Score: Raw -271268.166378 + Penalty 2637.058269 = -268631.108109
  nChanged 8
		SP:Iteration 18Q (159039.120000 sec): 3 clusters
  Score: Raw -271270.682448 + Penalty 2637.058269 = -268633.624180
  nChanged 7
		SP:Iteration 19Q (159039.290000 sec): 3 clusters
  Score: Raw -271272.491216 + Penalty 2637.058269 = -268635.432947
  nChanged 6
		SP:Iteration 20F (159039.450000 sec): 3 clusters
  Score: Raw -271274.818582 + Penalty 2637.058269 = -268637.760313
  nChanged 4
		SP:Iteration 21Q (159039.610000 sec): 3 clusters
  Score: Raw -271276.215855 + Penalty 2637.058269 = -268639.157587
  nChanged 4
		SP:Iteration 22Q (159039.770000 sec): 3 clusters
  Score: Raw -271277.171340 + Penalty 2637.058269 = -268640.113072
  nChanged 3
		SP:Iteration 23Q (159039.930000 sec): 3 clusters
  Score: Raw -271277.618193 + Penalty 2637.058269 = -268640.559925
  nChanged 3
		SP:Iteration 24Q (159040.090000 sec): 3 clusters
  Score: Raw -271278.424894 + Penalty 2637.058269 = -268641.366625
  nChanged 2
		SP:Iteration 25Q (159040.250000 sec): 3 clusters
  Score: Raw -271278.913332 + Penalty 2637.058269 = -268641.855063
  nChanged 0
		SP:Iteration 26F (159040.410000 sec): 3 clusters
  Score: Raw -271278.913332 + Penalty 2637.058269 = -268641.855063
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (2080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159040.490000 sec): 2 clusters
  Score: Raw -194205.414219 + Penalty 1241.520016 = -192963.894203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159040.640000 sec): 3 clusters
  Score: Raw -193285.301968 + Penalty 2483.040031 = -190802.261937
  nChanged 719
		SP:Iteration 1F (159040.800000 sec): 3 clusters
  Score: Raw -193728.640046 + Penalty 2483.040031 = -191245.600015
  nChanged 158
		SP:Iteration 2F (159040.950000 sec): 3 clusters
  Score: Raw -193845.334239 + Penalty 2483.040031 = -191362.294207
  nChanged 113
		SP:Iteration 3F (159041.110000 sec): 3 clusters
  Score: Raw -193937.223800 + Penalty 2483.040031 = -191454.183769
  nChanged 103
		SP:Iteration 4Q (159041.270000 sec): 3 clusters
  Score: Raw -194027.656521 + Penalty 2483.040031 = -191544.616489
  nChanged 82
		SP:Iteration 5Q (159041.420000 sec): 3 clusters
  Score: Raw -194096.119059 + Penalty 2483.040031 = -191613.079027
  nChanged 83
		SP:Iteration 6Q (159041.580000 sec): 3 clusters
  Score: Raw -194164.010014 + Penalty 2483.040031 = -191680.969983
  nChanged 63
		SP:Iteration 7Q (159041.730000 sec): 3 clusters
  Score: Raw -194212.936279 + Penalty 2483.040031 = -191729.896248
  nChanged 58
		SP:Iteration 8Q (159041.890000 sec): 3 clusters
  Score: Raw -194261.606096 + Penalty 2483.040031 = -191778.566065
  nChanged 49
		SP:Iteration 9Q (159042.050000 sec): 3 clusters
  Score: Raw -194295.982015 + Penalty 2483.040031 = -191812.941984
  nChanged 37
		SP:Iteration 10Q (159042.200000 sec): 3 clusters
  Score: Raw -194318.745776 + Penalty 2483.040031 = -191835.705745
  nChanged 33
		SP:Iteration 11Q (159042.350000 sec): 3 clusters
  Score: Raw -194341.898721 + Penalty 2483.040031 = -191858.858690
  nChanged 27
		SP:Iteration 12Q (159042.490000 sec): 3 clusters
  Score: Raw -194361.971880 + Penalty 2483.040031 = -191878.931849
  nChanged 24
		SP:Iteration 13Q (159042.640000 sec): 3 clusters
  Score: Raw -194376.886688 + Penalty 2483.040031 = -191893.846657
  nChanged 19
		SP:Iteration 14Q (159042.780000 sec): 3 clusters
  Score: Raw -194390.723239 + Penalty 2483.040031 = -191907.683208
  nChanged 19
		SP:Iteration 15Q (159042.920000 sec): 3 clusters
  Score: Raw -194404.356201 + Penalty 2483.040031 = -191921.316170
  nChanged 13
		SP:Iteration 16Q (159043.080000 sec): 3 clusters
  Score: Raw -194411.951293 + Penalty 2483.040031 = -191928.911262
  nChanged 10
		SP:Iteration 17Q (159043.270000 sec): 3 clusters
  Score: Raw -194418.646521 + Penalty 2483.040031 = -191935.606490
  nChanged 12
		SP:Iteration 18Q (159043.360000 sec): 3 clusters
  Score: Raw -194425.888054 + Penalty 2483.040031 = -191942.848023
  nChanged 9
		SP:Iteration 19Q (159043.410000 sec): 3 clusters
  Score: Raw -194431.056225 + Penalty 2483.040031 = -191948.016194
  nChanged 10
		SP:Iteration 20F (159043.460000 sec): 3 clusters
  Score: Raw -194437.346774 + Penalty 2483.040031 = -191954.306743
  nChanged 10
		SP:Iteration 21Q (159043.520000 sec): 3 clusters
  Score: Raw -194446.193221 + Penalty 2483.040031 = -191963.153190
  nChanged 8
		SP:Iteration 22Q (159043.560000 sec): 3 clusters
  Score: Raw -194451.644610 + Penalty 2483.040031 = -191968.604579
  nChanged 6
		SP:Iteration 23Q (159043.620000 sec): 3 clusters
  Score: Raw -194454.390898 + Penalty 2483.040031 = -191971.350867
  nChanged 2
		SP:Iteration 24Q (159043.680000 sec): 3 clusters
  Score: Raw -194455.844944 + Penalty 2483.040031 = -191972.804913
  nChanged 1
		SP:Iteration 25Q (159043.730000 sec): 3 clusters
  Score: Raw -194456.306429 + Penalty 2483.040031 = -191973.266398
  nChanged 1
		SP:Iteration 26Q (159043.780000 sec): 3 clusters
  Score: Raw -194457.060414 + Penalty 2483.040031 = -191974.020383
  nChanged 1
		SP:Iteration 27Q (159043.840000 sec): 3 clusters
  Score: Raw -194457.415888 + Penalty 2483.040031 = -191974.375857
  nChanged 1
		SP:Iteration 28Q (159043.880000 sec): 3 clusters
  Score: Raw -194457.679506 + Penalty 2483.040031 = -191974.639475
  nChanged 0
		SP:Iteration 29F (159043.930000 sec): 3 clusters
  Score: Raw -194457.679506 + Penalty 2483.040031 = -191974.639475
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (4823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159044.030000 sec): 2 clusters
  Score: Raw -376539.725455 + Penalty 1378.187106 = -375161.538350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159044.190000 sec): 3 clusters
  Score: Raw -373980.130594 + Penalty 2756.374212 = -371223.756382
  nChanged 1948
		SP:Iteration 1F (159044.340000 sec): 3 clusters
  Score: Raw -375120.388745 + Penalty 2756.374212 = -372364.014533
  nChanged 412
		SP:Iteration 2F (159044.500000 sec): 3 clusters
  Score: Raw -375416.845683 + Penalty 2756.374212 = -372660.471472
  nChanged 333
		SP:Iteration 3F (159044.650000 sec): 3 clusters
  Score: Raw -375661.985480 + Penalty 2756.374212 = -372905.611268
  nChanged 287
		SP:Iteration 4F (159044.810000 sec): 3 clusters
  Score: Raw -375869.007915 + Penalty 2756.374212 = -373112.633703
  nChanged 229
		SP:Iteration 5Q (159044.970000 sec): 3 clusters
  Score: Raw -376023.197031 + Penalty 2756.374212 = -373266.822819
  nChanged 199
		SP:Iteration 6Q (159045.120000 sec): 3 clusters
  Score: Raw -376138.652429 + Penalty 2756.374212 = -373382.278217
  nChanged 177
		SP:Iteration 7Q (159045.270000 sec): 3 clusters
  Score: Raw -376233.610969 + Penalty 2756.374212 = -373477.236758
  nChanged 139
		SP:Iteration 8Q (159045.430000 sec): 3 clusters
  Score: Raw -376303.215832 + Penalty 2756.374212 = -373546.841620
  nChanged 110
		SP:Iteration 9Q (159045.580000 sec): 3 clusters
  Score: Raw -376350.464397 + Penalty 2756.374212 = -373594.090186
  nChanged 85
		SP:Iteration 10Q (159045.740000 sec): 3 clusters
  Score: Raw -376382.837758 + Penalty 2756.374212 = -373626.463547
  nChanged 70
		SP:Iteration 11Q (159045.900000 sec): 3 clusters
  Score: Raw -376408.730488 + Penalty 2756.374212 = -373652.356276
  nChanged 59
		SP:Iteration 12Q (159046.050000 sec): 3 clusters
  Score: Raw -376431.994671 + Penalty 2756.374212 = -373675.620460
  nChanged 36
		SP:Iteration 13Q (159046.210000 sec): 3 clusters
  Score: Raw -376442.051813 + Penalty 2756.374212 = -373685.677601
  nChanged 34
		SP:Iteration 14Q (159046.360000 sec): 3 clusters
  Score: Raw -376452.232003 + Penalty 2756.374212 = -373695.857791
  nChanged 33
		SP:Iteration 15Q (159046.520000 sec): 3 clusters
  Score: Raw -376463.396509 + Penalty 2756.374212 = -373707.022297
  nChanged 31
		SP:Iteration 16Q (159046.680000 sec): 3 clusters
  Score: Raw -376472.795598 + Penalty 2756.374212 = -373716.421386
  nChanged 24
		SP:Iteration 17Q (159046.830000 sec): 3 clusters
  Score: Raw -376479.526527 + Penalty 2756.374212 = -373723.152316
  nChanged 25
		SP:Iteration 18Q (159046.990000 sec): 3 clusters
  Score: Raw -376485.629259 + Penalty 2756.374212 = -373729.255048
  nChanged 25
		SP:Iteration 19Q (159047.140000 sec): 3 clusters
  Score: Raw -376492.877650 + Penalty 2756.374212 = -373736.503438
  nChanged 19
		SP:Iteration 20F (159047.300000 sec): 3 clusters
  Score: Raw -376497.673073 + Penalty 2756.374212 = -373741.298862
  nChanged 13
		SP:Iteration 21Q (159047.450000 sec): 3 clusters
  Score: Raw -376501.771290 + Penalty 2756.374212 = -373745.397078
  nChanged 17
		SP:Iteration 22Q (159047.610000 sec): 3 clusters
  Score: Raw -376505.683247 + Penalty 2756.374212 = -373749.309035
  nChanged 16
		SP:Iteration 23Q (159047.760000 sec): 3 clusters
  Score: Raw -376510.253811 + Penalty 2756.374212 = -373753.879599
  nChanged 14
		SP:Iteration 24Q (159047.920000 sec): 3 clusters
  Score: Raw -376513.463436 + Penalty 2756.374212 = -373757.089225
  nChanged 10
		SP:Iteration 25Q (159048.120000 sec): 3 clusters
  Score: Raw -376516.637564 + Penalty 2756.374212 = -373760.263352
  nChanged 15
		SP:Iteration 26Q (159048.260000 sec): 3 clusters
  Score: Raw -376521.129035 + Penalty 2756.374212 = -373764.754823
  nChanged 23
		SP:Iteration 27Q (159048.460000 sec): 3 clusters
  Score: Raw -376527.540540 + Penalty 2756.374212 = -373771.166329
  nChanged 23
		SP:Iteration 28Q (159048.590000 sec): 3 clusters
  Score: Raw -376533.447345 + Penalty 2756.374212 = -373777.073133
  nChanged 20
		SP:Iteration 29Q (159048.770000 sec): 3 clusters
  Score: Raw -376539.508164 + Penalty 2756.374212 = -373783.133952
  nChanged 15
		SP:Iteration 30Q (159048.920000 sec): 3 clusters
  Score: Raw -376543.236310 + Penalty 2756.374212 = -373786.862099
  nChanged 8
		SP:Iteration 31Q (159049.070000 sec): 3 clusters
  Score: Raw -376544.760297 + Penalty 2756.374212 = -373788.386086
  nChanged 3
		SP:Iteration 32Q (159049.220000 sec): 3 clusters
  Score: Raw -376545.209807 + Penalty 2756.374212 = -373788.835595
  nChanged 3
		SP:Iteration 33Q (159049.370000 sec): 3 clusters
  Score: Raw -376545.719789 + Penalty 2756.374212 = -373789.345577
  nChanged 1
		SP:Iteration 34Q (159049.530000 sec): 3 clusters
  Score: Raw -376546.155361 + Penalty 2756.374212 = -373789.781149
  nChanged 3
		SP:Iteration 35Q (159049.690000 sec): 3 clusters
  Score: Raw -376546.691456 + Penalty 2756.374212 = -373790.317244
  nChanged 2
		SP:Iteration 36Q (159049.840000 sec): 3 clusters
  Score: Raw -376546.991957 + Penalty 2756.374212 = -373790.617745
  nChanged 5
		SP:Iteration 37Q (159049.990000 sec): 3 clusters
  Score: Raw -376547.831318 + Penalty 2756.374212 = -373791.457106
  nChanged 7
		SP:Iteration 38Q (159050.140000 sec): 3 clusters
  Score: Raw -376549.419143 + Penalty 2756.374212 = -373793.044931
  nChanged 4
		SP:Iteration 39Q (159050.290000 sec): 3 clusters
  Score: Raw -376550.512499 + Penalty 2756.374212 = -373794.138288
  nChanged 7
		SP:Iteration 40F (159050.450000 sec): 3 clusters
  Score: Raw -376552.022921 + Penalty 2756.374212 = -373795.648709
  nChanged 6
		SP:Iteration 41Q (159050.610000 sec): 3 clusters
  Score: Raw -376553.231089 + Penalty 2756.374212 = -373796.856878
  nChanged 5
		SP:Iteration 42Q (159050.760000 sec): 3 clusters
  Score: Raw -376554.744265 + Penalty 2756.374212 = -373798.370053
  nChanged 7
		SP:Iteration 43Q (159050.910000 sec): 3 clusters
  Score: Raw -376556.836506 + Penalty 2756.374212 = -373800.462295
  nChanged 7
		SP:Iteration 44Q (159051.070000 sec): 3 clusters
  Score: Raw -376558.534866 + Penalty 2756.374212 = -373802.160655
  nChanged 2
		SP:Iteration 45Q (159051.230000 sec): 3 clusters
  Score: Raw -376558.806832 + Penalty 2756.374212 = -373802.432620
  nChanged 3
		SP:Iteration 46Q (159051.380000 sec): 3 clusters
  Score: Raw -376559.577991 + Penalty 2756.374212 = -373803.203780
  nChanged 4
		SP:Iteration 47Q (159051.530000 sec): 3 clusters
  Score: Raw -376560.606784 + Penalty 2756.374212 = -373804.232572
  nChanged 3
		SP:Iteration 48Q (159051.700000 sec): 3 clusters
  Score: Raw -376561.217124 + Penalty 2756.374212 = -373804.842913
  nChanged 2
		SP:Iteration 49Q (159051.850000 sec): 3 clusters
  Score: Raw -376561.831581 + Penalty 2756.374212 = -373805.457369
  nChanged 5
		SP:Iteration 50Q (159052.010000 sec): 3 clusters
  Score: Raw -376562.591642 + Penalty 2756.374212 = -373806.217430
  nChanged 1
		SP:Iteration 51Q (159052.180000 sec): 3 clusters
  Score: Raw -376562.922831 + Penalty 2756.374212 = -373806.548619
  nChanged 2
		SP:Iteration 52Q (159052.340000 sec): 3 clusters
  Score: Raw -376563.368696 + Penalty 2756.374212 = -373806.994485
  nChanged 2
		SP:Iteration 53Q (159052.490000 sec): 3 clusters
  Score: Raw -376563.733798 + Penalty 2756.374212 = -373807.359586
  nChanged 1
		SP:Iteration 54Q (159052.640000 sec): 3 clusters
  Score: Raw -376563.914138 + Penalty 2756.374212 = -373807.539926
  nChanged 1
		SP:Iteration 55Q (159052.800000 sec): 3 clusters
  Score: Raw -376564.393121 + Penalty 2756.374212 = -373808.018910
  nChanged 1
		SP:Iteration 56Q (159052.950000 sec): 3 clusters
  Score: Raw -376564.662506 + Penalty 2756.374212 = -373808.288295
  nChanged 2
		SP:Iteration 57Q (159053.100000 sec): 3 clusters
  Score: Raw -376565.094706 + Penalty 2756.374212 = -373808.720495
  nChanged 2
		SP:Iteration 58Q (159053.260000 sec): 3 clusters
  Score: Raw -376565.614128 + Penalty 2756.374212 = -373809.239917
  nChanged 2
		SP:Iteration 59Q (159053.420000 sec): 3 clusters
  Score: Raw -376565.815025 + Penalty 2756.374212 = -373809.440814
  nChanged 1
		SP:Iteration 60F (159053.570000 sec): 3 clusters
  Score: Raw -376565.921825 + Penalty 2756.374212 = -373809.547613
  nChanged 1
		SP:Iteration 61Q (159053.730000 sec): 3 clusters
  Score: Raw -376566.016391 + Penalty 2756.374212 = -373809.642179
  nChanged 0
		SP:Iteration 62F (159053.920000 sec): 3 clusters
  Score: Raw -376566.016391 + Penalty 2756.374212 = -373809.642179
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (2845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159054.010000 sec): 2 clusters
  Score: Raw -234968.690746 + Penalty 1292.414231 = -233676.276514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159054.170000 sec): 3 clusters
  Score: Raw -233701.983391 + Penalty 2584.828463 = -231117.154929
  nChanged 1085
		SP:Iteration 1F (159054.330000 sec): 3 clusters
  Score: Raw -234444.706173 + Penalty 2584.828463 = -231859.877710
  nChanged 240
		SP:Iteration 2F (159054.480000 sec): 3 clusters
  Score: Raw -234634.078031 + Penalty 2584.828463 = -232049.249569
  nChanged 173
		SP:Iteration 3F (159054.660000 sec): 3 clusters
  Score: Raw -234800.639937 + Penalty 2584.828463 = -232215.811474
  nChanged 155
		SP:Iteration 4F (159054.820000 sec): 3 clusters
  Score: Raw -234970.099810 + Penalty 2584.828463 = -232385.271347
  nChanged 135
		SP:Iteration 5Q (159054.970000 sec): 3 clusters
  Score: Raw -235158.358898 + Penalty 2584.828463 = -232573.530435
  nChanged 137
		SP:Iteration 6Q (159055.160000 sec): 3 clusters
  Score: Raw -235311.051072 + Penalty 2584.828463 = -232726.222609
  nChanged 118
		SP:Iteration 7Q (159055.320000 sec): 3 clusters
  Score: Raw -235437.185295 + Penalty 2584.828463 = -232852.356833
  nChanged 109
		SP:Iteration 8Q (159055.480000 sec): 3 clusters
  Score: Raw -235531.654672 + Penalty 2584.828463 = -232946.826209
  nChanged 79
		SP:Iteration 9Q (159055.630000 sec): 3 clusters
  Score: Raw -235602.968306 + Penalty 2584.828463 = -233018.139843
  nChanged 71
		SP:Iteration 10Q (159055.790000 sec): 3 clusters
  Score: Raw -235655.289814 + Penalty 2584.828463 = -233070.461351
  nChanged 58
		SP:Iteration 11Q (159055.940000 sec): 3 clusters
  Score: Raw -235690.616920 + Penalty 2584.828463 = -233105.788458
  nChanged 39
		SP:Iteration 12Q (159056.100000 sec): 3 clusters
  Score: Raw -235722.426044 + Penalty 2584.828463 = -233137.597581
  nChanged 38
		SP:Iteration 13Q (159056.250000 sec): 3 clusters
  Score: Raw -235753.443361 + Penalty 2584.828463 = -233168.614898
  nChanged 32
		SP:Iteration 14Q (159056.410000 sec): 3 clusters
  Score: Raw -235780.250722 + Penalty 2584.828463 = -233195.422260
  nChanged 35
		SP:Iteration 15Q (159056.560000 sec): 3 clusters
  Score: Raw -235806.829412 + Penalty 2584.828463 = -233222.000949
  nChanged 28
		SP:Iteration 16Q (159056.720000 sec): 3 clusters
  Score: Raw -235827.191225 + Penalty 2584.828463 = -233242.362762
  nChanged 23
		SP:Iteration 17Q (159056.880000 sec): 3 clusters
  Score: Raw -235845.674191 + Penalty 2584.828463 = -233260.845729
  nChanged 25
		SP:Iteration 18Q (159057.030000 sec): 3 clusters
  Score: Raw -235864.401105 + Penalty 2584.828463 = -233279.572643
  nChanged 21
		SP:Iteration 19Q (159057.190000 sec): 3 clusters
  Score: Raw -235877.963743 + Penalty 2584.828463 = -233293.135280
  nChanged 14
		SP:Iteration 20F (159057.340000 sec): 3 clusters
  Score: Raw -235886.526821 + Penalty 2584.828463 = -233301.698358
  nChanged 8
		SP:Iteration 21Q (159057.500000 sec): 3 clusters
  Score: Raw -235895.037786 + Penalty 2584.828463 = -233310.209323
  nChanged 19
		SP:Iteration 22Q (159057.630000 sec): 3 clusters
  Score: Raw -235907.806420 + Penalty 2584.828463 = -233322.977957
  nChanged 7
		SP:Iteration 23Q (159057.770000 sec): 3 clusters
  Score: Raw -235909.903761 + Penalty 2584.828463 = -233325.075298
  nChanged 3
		SP:Iteration 24Q (159057.920000 sec): 3 clusters
  Score: Raw -235911.239824 + Penalty 2584.828463 = -233326.411361
  nChanged 3
		SP:Iteration 25Q (159058.070000 sec): 3 clusters
  Score: Raw -235912.450328 + Penalty 2584.828463 = -233327.621865
  nChanged 2
		SP:Iteration 26Q (159058.230000 sec): 3 clusters
  Score: Raw -235913.950379 + Penalty 2584.828463 = -233329.121916
  nChanged 3
		SP:Iteration 27Q (159058.380000 sec): 3 clusters
  Score: Raw -235915.221811 + Penalty 2584.828463 = -233330.393348
  nChanged 3
		SP:Iteration 28Q (159058.540000 sec): 3 clusters
  Score: Raw -235917.297075 + Penalty 2584.828463 = -233332.468613
  nChanged 4
		SP:Iteration 29Q (159058.700000 sec): 3 clusters
  Score: Raw -235918.872156 + Penalty 2584.828463 = -233334.043693
  nChanged 4
		SP:Iteration 30Q (159058.860000 sec): 3 clusters
  Score: Raw -235921.305091 + Penalty 2584.828463 = -233336.476628
  nChanged 5
		SP:Iteration 31Q (159059.020000 sec): 3 clusters
  Score: Raw -235924.541729 + Penalty 2584.828463 = -233339.713266
  nChanged 6
		SP:Iteration 32Q (159059.180000 sec): 3 clusters
  Score: Raw -235930.108967 + Penalty 2584.828463 = -233345.280504
  nChanged 5
		SP:Iteration 33Q (159059.340000 sec): 3 clusters
  Score: Raw -235933.863715 + Penalty 2584.828463 = -233349.035253
  nChanged 4
		SP:Iteration 34Q (159059.500000 sec): 3 clusters
  Score: Raw -235935.411756 + Penalty 2584.828463 = -233350.583293
  nChanged 5
		SP:Iteration 35Q (159059.660000 sec): 3 clusters
  Score: Raw -235937.106064 + Penalty 2584.828463 = -233352.277602
  nChanged 2
		SP:Iteration 36Q (159059.820000 sec): 3 clusters
  Score: Raw -235938.225012 + Penalty 2584.828463 = -233353.396550
  nChanged 0
		SP:Iteration 37F (159059.980000 sec): 3 clusters
  Score: Raw -235938.225012 + Penalty 2584.828463 = -233353.396550
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159060.110000 sec): 2 clusters
  Score: Raw -410357.077714 + Penalty 1384.692597 = -408972.385117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159060.260000 sec): 3 clusters
  Score: Raw -407798.876885 + Penalty 2769.385194 = -405029.491691
  nChanged 1995
		SP:Iteration 1F (159060.410000 sec): 3 clusters
  Score: Raw -408953.626407 + Penalty 2769.385194 = -406184.241213
  nChanged 445
		SP:Iteration 2F (159060.570000 sec): 3 clusters
  Score: Raw -409215.333950 + Penalty 2769.385194 = -406445.948755
  nChanged 313
		SP:Iteration 3F (159060.720000 sec): 3 clusters
  Score: Raw -409409.707047 + Penalty 2769.385194 = -406640.321853
  nChanged 273
		SP:Iteration 4F (159060.870000 sec): 3 clusters
  Score: Raw -409577.699989 + Penalty 2769.385194 = -406808.314795
  nChanged 231
		SP:Iteration 5Q (159061.030000 sec): 3 clusters
  Score: Raw -409712.894424 + Penalty 2769.385194 = -406943.509230
  nChanged 195
		SP:Iteration 6Q (159061.180000 sec): 3 clusters
  Score: Raw -409823.061084 + Penalty 2769.385194 = -407053.675890
  nChanged 184
		SP:Iteration 7Q (159061.340000 sec): 3 clusters
  Score: Raw -409930.240768 + Penalty 2769.385194 = -407160.855574
  nChanged 181
		SP:Iteration 8Q (159061.490000 sec): 3 clusters
  Score: Raw -410041.354536 + Penalty 2769.385194 = -407271.969342
  nChanged 159
		SP:Iteration 9Q (159061.640000 sec): 3 clusters
  Score: Raw -410152.328344 + Penalty 2769.385194 = -407382.943149
  nChanged 151
		SP:Iteration 10Q (159061.800000 sec): 3 clusters
  Score: Raw -410250.376985 + Penalty 2769.385194 = -407480.991791
  nChanged 128
		SP:Iteration 11Q (159061.980000 sec): 3 clusters
  Score: Raw -410324.152739 + Penalty 2769.385194 = -407554.767545
  nChanged 115
		SP:Iteration 12Q (159062.130000 sec): 3 clusters
  Score: Raw -410398.518496 + Penalty 2769.385194 = -407629.133302
  nChanged 118
		SP:Iteration 13Q (159062.290000 sec): 3 clusters
  Score: Raw -410486.258722 + Penalty 2769.385194 = -407716.873528
  nChanged 123
		SP:Iteration 14Q (159062.440000 sec): 3 clusters
  Score: Raw -410583.672527 + Penalty 2769.385194 = -407814.287333
  nChanged 127
		SP:Iteration 15Q (159062.590000 sec): 3 clusters
  Score: Raw -410659.754236 + Penalty 2769.385194 = -407890.369042
  nChanged 91
		SP:Iteration 16Q (159062.740000 sec): 3 clusters
  Score: Raw -410721.462347 + Penalty 2769.385194 = -407952.077153
  nChanged 80
		SP:Iteration 17Q (159062.900000 sec): 3 clusters
  Score: Raw -410779.871702 + Penalty 2769.385194 = -408010.486508
  nChanged 67
		SP:Iteration 18Q (159063.060000 sec): 3 clusters
  Score: Raw -410820.178071 + Penalty 2769.385194 = -408050.792877
  nChanged 58
		SP:Iteration 19Q (159063.210000 sec): 3 clusters
  Score: Raw -410848.985065 + Penalty 2769.385194 = -408079.599870
  nChanged 45
		SP:Iteration 20F (159063.360000 sec): 3 clusters
  Score: Raw -410871.840809 + Penalty 2769.385194 = -408102.455615
  nChanged 35
		SP:Iteration 21Q (159063.520000 sec): 3 clusters
  Score: Raw -410887.353492 + Penalty 2769.385194 = -408117.968298
  nChanged 24
		SP:Iteration 22Q (159063.670000 sec): 3 clusters
  Score: Raw -410895.861394 + Penalty 2769.385194 = -408126.476200
  nChanged 20
		SP:Iteration 23Q (159063.820000 sec): 3 clusters
  Score: Raw -410902.490903 + Penalty 2769.385194 = -408133.105709
  nChanged 20
		SP:Iteration 24Q (159063.980000 sec): 3 clusters
  Score: Raw -410908.678566 + Penalty 2769.385194 = -408139.293372
  nChanged 27
		SP:Iteration 25Q (159064.130000 sec): 3 clusters
  Score: Raw -410918.442105 + Penalty 2769.385194 = -408149.056911
  nChanged 21
		SP:Iteration 26Q (159064.280000 sec): 3 clusters
  Score: Raw -410925.922216 + Penalty 2769.385194 = -408156.537022
  nChanged 19
		SP:Iteration 27Q (159064.420000 sec): 3 clusters
  Score: Raw -410932.554902 + Penalty 2769.385194 = -408163.169708
  nChanged 17
		SP:Iteration 28Q (159064.580000 sec): 3 clusters
  Score: Raw -410937.789248 + Penalty 2769.385194 = -408168.404054
  nChanged 12
		SP:Iteration 29Q (159064.730000 sec): 3 clusters
  Score: Raw -410942.069200 + Penalty 2769.385194 = -408172.684006
  nChanged 15
		SP:Iteration 30Q (159064.880000 sec): 3 clusters
  Score: Raw -410946.408722 + Penalty 2769.385194 = -408177.023528
  nChanged 12
		SP:Iteration 31Q (159065.050000 sec): 3 clusters
  Score: Raw -410949.875506 + Penalty 2769.385194 = -408180.490312
  nChanged 12
		SP:Iteration 32Q (159065.220000 sec): 3 clusters
  Score: Raw -410953.642708 + Penalty 2769.385194 = -408184.257514
  nChanged 12
		SP:Iteration 33Q (159065.400000 sec): 3 clusters
  Score: Raw -410957.476832 + Penalty 2769.385194 = -408188.091638
  nChanged 17
		SP:Iteration 34Q (159065.550000 sec): 3 clusters
  Score: Raw -410961.579994 + Penalty 2769.385194 = -408192.194800
  nChanged 13
		SP:Iteration 35Q (159065.740000 sec): 3 clusters
  Score: Raw -410964.953513 + Penalty 2769.385194 = -408195.568319
  nChanged 9
		SP:Iteration 36Q (159065.890000 sec): 3 clusters
  Score: Raw -410966.955086 + Penalty 2769.385194 = -408197.569892
  nChanged 6
		SP:Iteration 37Q (159066.090000 sec): 3 clusters
  Score: Raw -410969.551409 + Penalty 2769.385194 = -408200.166215
  nChanged 9
		SP:Iteration 38Q (159066.220000 sec): 3 clusters
  Score: Raw -410973.163421 + Penalty 2769.385194 = -408203.778227
  nChanged 8
		SP:Iteration 39Q (159066.370000 sec): 3 clusters
  Score: Raw -410976.802774 + Penalty 2769.385194 = -408207.417580
  nChanged 12
		SP:Iteration 40F (159066.530000 sec): 3 clusters
  Score: Raw -410980.801732 + Penalty 2769.385194 = -408211.416538
  nChanged 13
		SP:Iteration 41Q (159066.680000 sec): 3 clusters
  Score: Raw -410987.321438 + Penalty 2769.385194 = -408217.936244
  nChanged 15
		SP:Iteration 42Q (159066.840000 sec): 3 clusters
  Score: Raw -410994.581041 + Penalty 2769.385194 = -408225.195847
  nChanged 20
		SP:Iteration 43Q (159066.990000 sec): 3 clusters
  Score: Raw -411007.041387 + Penalty 2769.385194 = -408237.656192
  nChanged 22
		SP:Iteration 44Q (159067.150000 sec): 3 clusters
  Score: Raw -411019.917846 + Penalty 2769.385194 = -408250.532652
  nChanged 23
		SP:Iteration 45Q (159067.300000 sec): 3 clusters
  Score: Raw -411028.674472 + Penalty 2769.385194 = -408259.289278
  nChanged 16
		SP:Iteration 46Q (159067.450000 sec): 3 clusters
  Score: Raw -411034.645295 + Penalty 2769.385194 = -408265.260101
  nChanged 12
		SP:Iteration 47Q (159067.610000 sec): 3 clusters
  Score: Raw -411040.500074 + Penalty 2769.385194 = -408271.114880
  nChanged 13
		SP:Iteration 48Q (159067.760000 sec): 3 clusters
  Score: Raw -411044.913858 + Penalty 2769.385194 = -408275.528664
  nChanged 5
		SP:Iteration 49Q (159067.910000 sec): 3 clusters
  Score: Raw -411046.266241 + Penalty 2769.385194 = -408276.881047
  nChanged 8
		SP:Iteration 50Q (159068.070000 sec): 3 clusters
  Score: Raw -411050.326096 + Penalty 2769.385194 = -408280.940902
  nChanged 8
		SP:Iteration 51Q (159068.220000 sec): 3 clusters
  Score: Raw -411053.250457 + Penalty 2769.385194 = -408283.865262
  nChanged 10
		SP:Iteration 52Q (159068.370000 sec): 3 clusters
  Score: Raw -411057.410382 + Penalty 2769.385194 = -408288.025187
  nChanged 11
		SP:Iteration 53Q (159068.530000 sec): 3 clusters
  Score: Raw -411060.382961 + Penalty 2769.385194 = -408290.997767
  nChanged 12
		SP:Iteration 54Q (159068.690000 sec): 3 clusters
  Score: Raw -411066.640392 + Penalty 2769.385194 = -408297.255198
  nChanged 14
		SP:Iteration 55Q (159068.860000 sec): 3 clusters
  Score: Raw -411073.135864 + Penalty 2769.385194 = -408303.750669
  nChanged 11
		SP:Iteration 56Q (159069.020000 sec): 3 clusters
  Score: Raw -411077.575872 + Penalty 2769.385194 = -408308.190678
  nChanged 14
		SP:Iteration 57Q (159069.180000 sec): 3 clusters
  Score: Raw -411082.726457 + Penalty 2769.385194 = -408313.341263
  nChanged 10
		SP:Iteration 58Q (159069.330000 sec): 3 clusters
  Score: Raw -411087.071646 + Penalty 2769.385194 = -408317.686452
  nChanged 8
		SP:Iteration 59Q (159069.480000 sec): 3 clusters
  Score: Raw -411089.863367 + Penalty 2769.385194 = -408320.478172
  nChanged 5
		SP:Iteration 60F (159069.640000 sec): 3 clusters
  Score: Raw -411091.469828 + Penalty 2769.385194 = -408322.084634
  nChanged 10
		SP:Iteration 61Q (159069.790000 sec): 3 clusters
  Score: Raw -411094.104324 + Penalty 2769.385194 = -408324.719130
  nChanged 6
		SP:Iteration 62Q (159069.970000 sec): 3 clusters
  Score: Raw -411095.531853 + Penalty 2769.385194 = -408326.146659
  nChanged 4
		SP:Iteration 63Q (159070.140000 sec): 3 clusters
  Score: Raw -411097.130008 + Penalty 2769.385194 = -408327.744814
  nChanged 7
		SP:Iteration 64Q (159070.300000 sec): 3 clusters
  Score: Raw -411101.628249 + Penalty 2769.385194 = -408332.243055
  nChanged 9
		SP:Iteration 65Q (159070.440000 sec): 3 clusters
  Score: Raw -411106.635748 + Penalty 2769.385194 = -408337.250554
  nChanged 15
		SP:Iteration 66Q (159070.590000 sec): 3 clusters
  Score: Raw -411113.531234 + Penalty 2769.385194 = -408344.146039
  nChanged 8
		SP:Iteration 67Q (159070.790000 sec): 3 clusters
  Score: Raw -411115.128872 + Penalty 2769.385194 = -408345.743678
  nChanged 4
		SP:Iteration 68Q (159070.930000 sec): 3 clusters
  Score: Raw -411115.938271 + Penalty 2769.385194 = -408346.553076
  nChanged 2
		SP:Iteration 69Q (159071.140000 sec): 3 clusters
  Score: Raw -411116.323380 + Penalty 2769.385194 = -408346.938186
  nChanged 2
		SP:Iteration 70Q (159071.290000 sec): 3 clusters
  Score: Raw -411116.662410 + Penalty 2769.385194 = -408347.277215
  nChanged 3
		SP:Iteration 71Q (159071.480000 sec): 3 clusters
  Score: Raw -411117.754846 + Penalty 2769.385194 = -408348.369651
  nChanged 2
		SP:Iteration 72Q (159071.630000 sec): 3 clusters
  Score: Raw -411118.435091 + Penalty 2769.385194 = -408349.049896
  nChanged 2
		SP:Iteration 73Q (159071.830000 sec): 3 clusters
  Score: Raw -411119.065906 + Penalty 2769.385194 = -408349.680712
  nChanged 0
		SP:Iteration 74F (159071.990000 sec): 3 clusters
  Score: Raw -411119.065906 + Penalty 2769.385194 = -408349.680712
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (12228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159072.060000 sec): 2 clusters
  Score: Raw -1178249.931720 + Penalty 1529.366098 = -1176720.565622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159072.300000 sec): 3 clusters
  Score: Raw -1171130.141240 + Penalty 3058.732197 = -1168071.409043
  nChanged 5372
		SP:Iteration 1F (159072.550000 sec): 3 clusters
  Score: Raw -1174315.321354 + Penalty 3058.732197 = -1171256.589157
  nChanged 965
		SP:Iteration 2F (159072.690000 sec): 3 clusters
  Score: Raw -1174937.962448 + Penalty 3058.732197 = -1171879.230251
  nChanged 902
		SP:Iteration 3F (159072.890000 sec): 3 clusters
  Score: Raw -1175570.412966 + Penalty 3058.732197 = -1172511.680769
  nChanged 809
		SP:Iteration 4F (159073.050000 sec): 3 clusters
  Score: Raw -1176145.157523 + Penalty 3058.732197 = -1173086.425326
  nChanged 721
		SP:Iteration 5F (159073.310000 sec): 3 clusters
  Score: Raw -1176605.670589 + Penalty 3058.732197 = -1173546.938392
  nChanged 591
		SP:Iteration 6Q (159073.480000 sec): 3 clusters
  Score: Raw -1176953.718246 + Penalty 3058.732197 = -1173894.986049
  nChanged 527
		SP:Iteration 7Q (159073.710000 sec): 3 clusters
  Score: Raw -1177246.652778 + Penalty 3058.732197 = -1174187.920581
  nChanged 461
		SP:Iteration 8Q (159073.890000 sec): 3 clusters
  Score: Raw -1177477.549385 + Penalty 3058.732197 = -1174418.817188
  nChanged 392
		SP:Iteration 9Q (159074.120000 sec): 3 clusters
  Score: Raw -1177649.208066 + Penalty 3058.732197 = -1174590.475869
  nChanged 304
		SP:Iteration 10Q (159074.290000 sec): 3 clusters
  Score: Raw -1177769.555229 + Penalty 3058.732197 = -1174710.823032
  nChanged 261
		SP:Iteration 11Q (159074.490000 sec): 3 clusters
  Score: Raw -1177874.346339 + Penalty 3058.732197 = -1174815.614142
  nChanged 233
		SP:Iteration 12Q (159074.690000 sec): 3 clusters
  Score: Raw -1177953.401338 + Penalty 3058.732197 = -1174894.669141
  nChanged 200
		SP:Iteration 13Q (159074.910000 sec): 3 clusters
  Score: Raw -1178007.476856 + Penalty 3058.732197 = -1174948.744659
  nChanged 170
		SP:Iteration 14Q (159075.190000 sec): 3 clusters
  Score: Raw -1178056.595663 + Penalty 3058.732197 = -1174997.863466
  nChanged 142
		SP:Iteration 15Q (159075.380000 sec): 3 clusters
  Score: Raw -1178097.627658 + Penalty 3058.732197 = -1175038.895461
  nChanged 145
		SP:Iteration 16Q (159075.610000 sec): 3 clusters
  Score: Raw -1178134.562439 + Penalty 3058.732197 = -1175075.830242
  nChanged 130
		SP:Iteration 17Q (159075.840000 sec): 3 clusters
  Score: Raw -1178165.603200 + Penalty 3058.732197 = -1175106.871003
  nChanged 112
		SP:Iteration 18Q (159076.070000 sec): 3 clusters
  Score: Raw -1178192.345130 + Penalty 3058.732197 = -1175133.612933
  nChanged 113
		SP:Iteration 19Q (159076.290000 sec): 3 clusters
  Score: Raw -1178219.956879 + Penalty 3058.732197 = -1175161.224682
  nChanged 98
		SP:Iteration 20F (159076.530000 sec): 3 clusters
  Score: Raw -1178241.393753 + Penalty 3058.732197 = -1175182.661556
  nChanged 92
		SP:Iteration 21Q (159076.710000 sec): 3 clusters
  Score: Raw -1178256.675377 + Penalty 3058.732197 = -1175197.943180
  nChanged 69
		SP:Iteration 22Q (159076.960000 sec): 3 clusters
  Score: Raw -1178268.943228 + Penalty 3058.732197 = -1175210.211031
  nChanged 77
		SP:Iteration 23Q (159077.110000 sec): 3 clusters
  Score: Raw -1178282.136263 + Penalty 3058.732197 = -1175223.404066
  nChanged 72
		SP:Iteration 24Q (159077.370000 sec): 3 clusters
  Score: Raw -1178294.517423 + Penalty 3058.732197 = -1175235.785226
  nChanged 69
		SP:Iteration 25Q (159077.590000 sec): 3 clusters
  Score: Raw -1178307.649931 + Penalty 3058.732197 = -1175248.917734
  nChanged 66
		SP:Iteration 26Q (159077.810000 sec): 3 clusters
  Score: Raw -1178321.818609 + Penalty 3058.732197 = -1175263.086412
  nChanged 89
		SP:Iteration 27Q (159078.040000 sec): 3 clusters
  Score: Raw -1178346.871496 + Penalty 3058.732197 = -1175288.139299
  nChanged 86
		SP:Iteration 28Q (159078.250000 sec): 3 clusters
  Score: Raw -1178366.654360 + Penalty 3058.732197 = -1175307.922163
  nChanged 74
		SP:Iteration 29Q (159078.430000 sec): 3 clusters
  Score: Raw -1178381.943072 + Penalty 3058.732197 = -1175323.210875
  nChanged 70
		SP:Iteration 30Q (159078.650000 sec): 3 clusters
  Score: Raw -1178396.624850 + Penalty 3058.732197 = -1175337.892653
  nChanged 77
		SP:Iteration 31Q (159078.830000 sec): 3 clusters
  Score: Raw -1178413.048779 + Penalty 3058.732197 = -1175354.316582
  nChanged 75
		SP:Iteration 32Q (159079.080000 sec): 3 clusters
  Score: Raw -1178428.937539 + Penalty 3058.732197 = -1175370.205342
  nChanged 87
		SP:Iteration 33Q (159079.300000 sec): 3 clusters
  Score: Raw -1178447.091486 + Penalty 3058.732197 = -1175388.359289
  nChanged 77
		SP:Iteration 34Q (159079.510000 sec): 3 clusters
  Score: Raw -1178462.202143 + Penalty 3058.732197 = -1175403.469946
  nChanged 62
		SP:Iteration 35Q (159079.690000 sec): 3 clusters
  Score: Raw -1178474.798079 + Penalty 3058.732197 = -1175416.065882
  nChanged 71
		SP:Iteration 36Q (159079.920000 sec): 3 clusters
  Score: Raw -1178489.103213 + Penalty 3058.732197 = -1175430.371016
  nChanged 63
		SP:Iteration 37Q (159080.230000 sec): 3 clusters
  Score: Raw -1178501.703590 + Penalty 3058.732197 = -1175442.971393
  nChanged 64
		SP:Iteration 38Q (159080.430000 sec): 3 clusters
  Score: Raw -1178514.195847 + Penalty 3058.732197 = -1175455.463650
  nChanged 54
		SP:Iteration 39Q (159080.650000 sec): 3 clusters
  Score: Raw -1178525.894054 + Penalty 3058.732197 = -1175467.161857
  nChanged 58
		SP:Iteration 40F (159080.870000 sec): 3 clusters
  Score: Raw -1178537.914801 + Penalty 3058.732197 = -1175479.182604
  nChanged 52
		SP:Iteration 41Q (159081.120000 sec): 3 clusters
  Score: Raw -1178550.280550 + Penalty 3058.732197 = -1175491.548353
  nChanged 55
		SP:Iteration 42Q (159081.310000 sec): 3 clusters
  Score: Raw -1178562.894762 + Penalty 3058.732197 = -1175504.162565
  nChanged 46
		SP:Iteration 43Q (159081.530000 sec): 3 clusters
  Score: Raw -1178572.474210 + Penalty 3058.732197 = -1175513.742013
  nChanged 38
		SP:Iteration 44Q (159081.810000 sec): 3 clusters
  Score: Raw -1178581.319286 + Penalty 3058.732197 = -1175522.587089
  nChanged 41
		SP:Iteration 45Q (159082.010000 sec): 3 clusters
  Score: Raw -1178592.507102 + Penalty 3058.732197 = -1175533.774906
  nChanged 47
		SP:Iteration 46Q (159082.280000 sec): 3 clusters
  Score: Raw -1178604.966840 + Penalty 3058.732197 = -1175546.234643
  nChanged 55
		SP:Iteration 47Q (159082.530000 sec): 3 clusters
  Score: Raw -1178619.807420 + Penalty 3058.732197 = -1175561.075223
  nChanged 66
		SP:Iteration 48Q (159082.690000 sec): 3 clusters
  Score: Raw -1178637.969764 + Penalty 3058.732197 = -1175579.237567
  nChanged 63
		SP:Iteration 49Q (159082.920000 sec): 3 clusters
  Score: Raw -1178655.074249 + Penalty 3058.732197 = -1175596.342052
  nChanged 58
		SP:Iteration 50Q (159083.120000 sec): 3 clusters
  Score: Raw -1178669.498976 + Penalty 3058.732197 = -1175610.766779
  nChanged 59
		SP:Iteration 51Q (159083.360000 sec): 3 clusters
  Score: Raw -1178681.248163 + Penalty 3058.732197 = -1175622.515966
  nChanged 44
		SP:Iteration 52Q (159083.550000 sec): 3 clusters
  Score: Raw -1178689.508184 + Penalty 3058.732197 = -1175630.775987
  nChanged 37
		SP:Iteration 53Q (159083.800000 sec): 3 clusters
  Score: Raw -1178696.682806 + Penalty 3058.732197 = -1175637.950609
  nChanged 35
		SP:Iteration 54Q (159084.050000 sec): 3 clusters
  Score: Raw -1178703.366708 + Penalty 3058.732197 = -1175644.634511
  nChanged 41
		SP:Iteration 55Q (159084.210000 sec): 3 clusters
  Score: Raw -1178710.894418 + Penalty 3058.732197 = -1175652.162221
  nChanged 40
		SP:Iteration 56Q (159084.430000 sec): 3 clusters
  Score: Raw -1178719.478712 + Penalty 3058.732197 = -1175660.746515
  nChanged 46
		SP:Iteration 57Q (159084.650000 sec): 3 clusters
  Score: Raw -1178727.149247 + Penalty 3058.732197 = -1175668.417050
  nChanged 31
		SP:Iteration 58Q (159084.840000 sec): 3 clusters
  Score: Raw -1178732.108446 + Penalty 3058.732197 = -1175673.376249
  nChanged 31
		SP:Iteration 59Q (159085.020000 sec): 3 clusters
  Score: Raw -1178737.032776 + Penalty 3058.732197 = -1175678.300579
  nChanged 27
		SP:Iteration 60F (159085.260000 sec): 3 clusters
  Score: Raw -1178740.662841 + Penalty 3058.732197 = -1175681.930644
  nChanged 18
		SP:Iteration 61Q (159085.480000 sec): 3 clusters
  Score: Raw -1178742.881516 + Penalty 3058.732197 = -1175684.149319
  nChanged 16
		SP:Iteration 62Q (159085.700000 sec): 3 clusters
  Score: Raw -1178744.906980 + Penalty 3058.732197 = -1175686.174783
  nChanged 14
		SP:Iteration 63Q (159085.980000 sec): 3 clusters
  Score: Raw -1178746.637324 + Penalty 3058.732197 = -1175687.905127
  nChanged 12
		SP:Iteration 64Q (159086.160000 sec): 3 clusters
  Score: Raw -1178748.050128 + Penalty 3058.732197 = -1175689.317931
  nChanged 9
		SP:Iteration 65Q (159086.370000 sec): 3 clusters
  Score: Raw -1178749.057314 + Penalty 3058.732197 = -1175690.325117
  nChanged 13
		SP:Iteration 66Q (159086.560000 sec): 3 clusters
  Score: Raw -1178750.525618 + Penalty 3058.732197 = -1175691.793421
  nChanged 17
		SP:Iteration 67Q (159086.780000 sec): 3 clusters
  Score: Raw -1178751.895198 + Penalty 3058.732197 = -1175693.163001
  nChanged 6
		SP:Iteration 68Q (159087.070000 sec): 3 clusters
  Score: Raw -1178752.790548 + Penalty 3058.732197 = -1175694.058351
  nChanged 12
		SP:Iteration 69Q (159087.330000 sec): 3 clusters
  Score: Raw -1178754.019160 + Penalty 3058.732197 = -1175695.286963
  nChanged 5
		SP:Iteration 70Q (159087.570000 sec): 3 clusters
  Score: Raw -1178754.196546 + Penalty 3058.732197 = -1175695.464349
  nChanged 2
		SP:Iteration 71Q (159087.750000 sec): 3 clusters
  Score: Raw -1178754.409052 + Penalty 3058.732197 = -1175695.676855
  nChanged 3
		SP:Iteration 72Q (159087.960000 sec): 3 clusters
  Score: Raw -1178755.095178 + Penalty 3058.732197 = -1175696.362981
  nChanged 5
		SP:Iteration 73Q (159088.250000 sec): 3 clusters
  Score: Raw -1178756.132518 + Penalty 3058.732197 = -1175697.400321
  nChanged 7
		SP:Iteration 74Q (159088.420000 sec): 3 clusters
  Score: Raw -1178756.812277 + Penalty 3058.732197 = -1175698.080080
  nChanged 5
		SP:Iteration 75Q (159088.680000 sec): 3 clusters
  Score: Raw -1178757.414061 + Penalty 3058.732197 = -1175698.681865
  nChanged 7
		SP:Iteration 76Q (159088.910000 sec): 3 clusters
  Score: Raw -1178758.072141 + Penalty 3058.732197 = -1175699.339944
  nChanged 4
		SP:Iteration 77Q (159089.120000 sec): 3 clusters
  Score: Raw -1178758.464006 + Penalty 3058.732197 = -1175699.731809
  nChanged 2
		SP:Iteration 78Q (159089.320000 sec): 3 clusters
  Score: Raw -1178758.610265 + Penalty 3058.732197 = -1175699.878068
  nChanged 1
		SP:Iteration 79Q (159089.530000 sec): 3 clusters
  Score: Raw -1178758.725514 + Penalty 3058.732197 = -1175699.993317
  nChanged 1
		SP:Iteration 80F (159089.720000 sec): 3 clusters
  Score: Raw -1178758.822709 + Penalty 3058.732197 = -1175700.090512
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (8531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159089.810000 sec): 2 clusters
  Score: Raw -713987.222060 + Penalty 1470.862553 = -712516.359506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159090.000000 sec): 3 clusters
  Score: Raw -709359.311001 + Penalty 2941.725107 = -706417.585894
  nChanged 3635
		SP:Iteration 1F (159090.180000 sec): 3 clusters
  Score: Raw -711500.690139 + Penalty 2941.725107 = -708558.965032
  nChanged 687
		SP:Iteration 2F (159090.470000 sec): 3 clusters
  Score: Raw -711966.967292 + Penalty 2941.725107 = -709025.242185
  nChanged 641
		SP:Iteration 3F (159090.650000 sec): 3 clusters
  Score: Raw -712484.860200 + Penalty 2941.725107 = -709543.135093
  nChanged 592
		SP:Iteration 4F (159090.880000 sec): 3 clusters
  Score: Raw -713008.369540 + Penalty 2941.725107 = -710066.644434
  nChanged 551
		SP:Iteration 5F (159091.070000 sec): 3 clusters
  Score: Raw -713483.082449 + Penalty 2941.725107 = -710541.357343
  nChanged 491
		SP:Iteration 6F (159091.260000 sec): 3 clusters
  Score: Raw -713897.627797 + Penalty 2941.725107 = -710955.902691
  nChanged 448
		SP:Iteration 7F (159091.430000 sec): 3 clusters
  Score: Raw -714320.004936 + Penalty 2941.725107 = -711378.279829
  nChanged 403
		SP:Iteration 8Q (159091.670000 sec): 3 clusters
  Score: Raw -714698.433785 + Penalty 2941.725107 = -711756.708678
  nChanged 305
		SP:Iteration 9Q (159091.810000 sec): 3 clusters
  Score: Raw -714908.289890 + Penalty 2941.725107 = -711966.564784
  nChanged 214
		SP:Iteration 10Q (159092.030000 sec): 3 clusters
  Score: Raw -715004.174119 + Penalty 2941.725107 = -712062.449012
  nChanged 151
		SP:Iteration 11Q (159092.220000 sec): 3 clusters
  Score: Raw -715067.695479 + Penalty 2941.725107 = -712125.970372
  nChanged 100
		SP:Iteration 12Q (159092.400000 sec): 3 clusters
  Score: Raw -715104.167749 + Penalty 2941.725107 = -712162.442643
  nChanged 86
		SP:Iteration 13Q (159092.580000 sec): 3 clusters
  Score: Raw -715130.610894 + Penalty 2941.725107 = -712188.885787
  nChanged 67
		SP:Iteration 14Q (159092.750000 sec): 3 clusters
  Score: Raw -715148.593210 + Penalty 2941.725107 = -712206.868104
  nChanged 64
		SP:Iteration 15Q (159092.940000 sec): 3 clusters
  Score: Raw -715165.175579 + Penalty 2941.725107 = -712223.450472
  nChanged 51
		SP:Iteration 16Q (159093.130000 sec): 3 clusters
  Score: Raw -715173.890715 + Penalty 2941.725107 = -712232.165608
  nChanged 35
		SP:Iteration 17Q (159093.310000 sec): 3 clusters
  Score: Raw -715179.643468 + Penalty 2941.725107 = -712237.918361
  nChanged 28
		SP:Iteration 18Q (159093.490000 sec): 3 clusters
  Score: Raw -715183.932178 + Penalty 2941.725107 = -712242.207071
  nChanged 22
		SP:Iteration 19Q (159093.670000 sec): 3 clusters
  Score: Raw -715187.690560 + Penalty 2941.725107 = -712245.965453
  nChanged 22
		SP:Iteration 20F (159093.850000 sec): 3 clusters
  Score: Raw -715192.427944 + Penalty 2941.725107 = -712250.702837
  nChanged 23
		SP:Iteration 21Q (159094.030000 sec): 3 clusters
  Score: Raw -715197.529102 + Penalty 2941.725107 = -712255.803996
  nChanged 17
		SP:Iteration 22Q (159094.200000 sec): 3 clusters
  Score: Raw -715200.338569 + Penalty 2941.725107 = -712258.613462
  nChanged 29
		SP:Iteration 23Q (159094.410000 sec): 3 clusters
  Score: Raw -715205.160616 + Penalty 2941.725107 = -712263.435510
  nChanged 18
		SP:Iteration 24Q (159094.570000 sec): 3 clusters
  Score: Raw -715208.046294 + Penalty 2941.725107 = -712266.321187
  nChanged 21
		SP:Iteration 25Q (159094.750000 sec): 3 clusters
  Score: Raw -715211.511673 + Penalty 2941.725107 = -712269.786566
  nChanged 14
		SP:Iteration 26Q (159094.960000 sec): 3 clusters
  Score: Raw -715214.420811 + Penalty 2941.725107 = -712272.695704
  nChanged 18
		SP:Iteration 27Q (159095.140000 sec): 3 clusters
  Score: Raw -715217.429722 + Penalty 2941.725107 = -712275.704616
  nChanged 15
		SP:Iteration 28Q (159095.330000 sec): 3 clusters
  Score: Raw -715219.683456 + Penalty 2941.725107 = -712277.958349
  nChanged 16
		SP:Iteration 29Q (159095.510000 sec): 3 clusters
  Score: Raw -715222.418326 + Penalty 2941.725107 = -712280.693219
  nChanged 16
		SP:Iteration 30Q (159095.690000 sec): 3 clusters
  Score: Raw -715225.592840 + Penalty 2941.725107 = -712283.867733
  nChanged 15
		SP:Iteration 31Q (159095.940000 sec): 3 clusters
  Score: Raw -715227.604301 + Penalty 2941.725107 = -712285.879195
  nChanged 13
		SP:Iteration 32Q (159096.120000 sec): 3 clusters
  Score: Raw -715229.133684 + Penalty 2941.725107 = -712287.408577
  nChanged 13
		SP:Iteration 33Q (159096.320000 sec): 3 clusters
  Score: Raw -715230.505108 + Penalty 2941.725107 = -712288.780001
  nChanged 12
		SP:Iteration 34Q (159096.500000 sec): 3 clusters
  Score: Raw -715231.872137 + Penalty 2941.725107 = -712290.147030
  nChanged 9
		SP:Iteration 35Q (159096.690000 sec): 3 clusters
  Score: Raw -715233.173291 + Penalty 2941.725107 = -712291.448184
  nChanged 7
		SP:Iteration 36Q (159096.880000 sec): 3 clusters
  Score: Raw -715233.925109 + Penalty 2941.725107 = -712292.200003
  nChanged 4
		SP:Iteration 37Q (159097.000000 sec): 3 clusters
  Score: Raw -715234.432725 + Penalty 2941.725107 = -712292.707618
  nChanged 3
		SP:Iteration 38Q (159097.130000 sec): 3 clusters
  Score: Raw -715234.675178 + Penalty 2941.725107 = -712292.950071
  nChanged 2
		SP:Iteration 39Q (159097.350000 sec): 3 clusters
  Score: Raw -715234.905896 + Penalty 2941.725107 = -712293.180790
  nChanged 3
		SP:Iteration 40F (159097.550000 sec): 3 clusters
  Score: Raw -715235.107151 + Penalty 2941.725107 = -712293.382044
  nChanged 2
		SP:Iteration 41Q (159097.740000 sec): 3 clusters
  Score: Raw -715235.863728 + Penalty 2941.725107 = -712294.138621
  nChanged 4
		SP:Iteration 42Q (159097.930000 sec): 3 clusters
  Score: Raw -715236.471547 + Penalty 2941.725107 = -712294.746440
  nChanged 1
		SP:Iteration 43Q (159098.130000 sec): 3 clusters
  Score: Raw -715236.563186 + Penalty 2941.725107 = -712294.838079
  nChanged 2
		SP:Iteration 44Q (159098.330000 sec): 3 clusters
  Score: Raw -715236.745208 + Penalty 2941.725107 = -712295.020101
  nChanged 2
		SP:Iteration 45Q (159098.520000 sec): 3 clusters
  Score: Raw -715236.968611 + Penalty 2941.725107 = -712295.243504
  nChanged 1
		SP:Iteration 46Q (159098.710000 sec): 3 clusters
  Score: Raw -715237.038007 + Penalty 2941.725107 = -712295.312901
  nChanged 0
		SP:Iteration 47F (159098.910000 sec): 3 clusters
  Score: Raw -715237.038007 + Penalty 2941.725107 = -712295.312901
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (2499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159099.000000 sec): 2 clusters
  Score: Raw -202264.011178 + Penalty 1271.342464 = -200992.668715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159099.170000 sec): 3 clusters
  Score: Raw -201134.392526 + Penalty 2542.684928 = -198591.707599
  nChanged 930
		SP:Iteration 1F (159099.350000 sec): 3 clusters
  Score: Raw -201825.782818 + Penalty 2542.684928 = -199283.097890
  nChanged 248
		SP:Iteration 2F (159099.530000 sec): 3 clusters
  Score: Raw -202055.481282 + Penalty 2542.684928 = -199512.796355
  nChanged 165
		SP:Iteration 3F (159099.700000 sec): 3 clusters
  Score: Raw -202221.626513 + Penalty 2542.684928 = -199678.941585
  nChanged 137
		SP:Iteration 4F (159099.880000 sec): 3 clusters
  Score: Raw -202366.553927 + Penalty 2542.684928 = -199823.868999
  nChanged 115
		SP:Iteration 5Q (159100.050000 sec): 3 clusters
  Score: Raw -202488.312395 + Penalty 2542.684928 = -199945.627468
  nChanged 96
		SP:Iteration 6Q (159100.230000 sec): 3 clusters
  Score: Raw -202595.039269 + Penalty 2542.684928 = -200052.354342
  nChanged 92
		SP:Iteration 7Q (159100.400000 sec): 3 clusters
  Score: Raw -202700.202541 + Penalty 2542.684928 = -200157.517614
  nChanged 76
		SP:Iteration 8Q (159100.580000 sec): 3 clusters
  Score: Raw -202764.836019 + Penalty 2542.684928 = -200222.151092
  nChanged 62
		SP:Iteration 9Q (159100.750000 sec): 3 clusters
  Score: Raw -202800.529520 + Penalty 2542.684928 = -200257.844593
  nChanged 49
		SP:Iteration 10Q (159100.930000 sec): 3 clusters
  Score: Raw -202834.881828 + Penalty 2542.684928 = -200292.196900
  nChanged 40
		SP:Iteration 11Q (159101.110000 sec): 3 clusters
  Score: Raw -202857.497423 + Penalty 2542.684928 = -200314.812496
  nChanged 30
		SP:Iteration 12Q (159101.280000 sec): 3 clusters
  Score: Raw -202875.281224 + Penalty 2542.684928 = -200332.596297
  nChanged 24
		SP:Iteration 13Q (159101.460000 sec): 3 clusters
  Score: Raw -202887.652426 + Penalty 2542.684928 = -200344.967498
  nChanged 20
		SP:Iteration 14Q (159101.640000 sec): 3 clusters
  Score: Raw -202896.765511 + Penalty 2542.684928 = -200354.080583
  nChanged 19
		SP:Iteration 15Q (159101.800000 sec): 3 clusters
  Score: Raw -202904.786360 + Penalty 2542.684928 = -200362.101432
  nChanged 11
		SP:Iteration 16Q (159101.970000 sec): 3 clusters
  Score: Raw -202908.416232 + Penalty 2542.684928 = -200365.731304
  nChanged 4
		SP:Iteration 17Q (159102.150000 sec): 3 clusters
  Score: Raw -202910.027255 + Penalty 2542.684928 = -200367.342327
  nChanged 5
		SP:Iteration 18Q (159102.310000 sec): 3 clusters
  Score: Raw -202911.894002 + Penalty 2542.684928 = -200369.209075
  nChanged 3
		SP:Iteration 19Q (159102.490000 sec): 3 clusters
  Score: Raw -202912.650569 + Penalty 2542.684928 = -200369.965642
  nChanged 2
		SP:Iteration 20F (159102.660000 sec): 3 clusters
  Score: Raw -202913.198771 + Penalty 2542.684928 = -200370.513843
  nChanged 2
		SP:Iteration 21Q (159102.830000 sec): 3 clusters
  Score: Raw -202914.048124 + Penalty 2542.684928 = -200371.363196
  nChanged 3
		SP:Iteration 22Q (159102.990000 sec): 3 clusters
  Score: Raw -202914.566721 + Penalty 2542.684928 = -200371.881793
  nChanged 3
		SP:Iteration 23Q (159103.160000 sec): 3 clusters
  Score: Raw -202915.274206 + Penalty 2542.684928 = -200372.589279
  nChanged 4
		SP:Iteration 24Q (159103.330000 sec): 3 clusters
  Score: Raw -202916.256815 + Penalty 2542.684928 = -200373.571887
  nChanged 5
		SP:Iteration 25Q (159103.510000 sec): 3 clusters
  Score: Raw -202918.300345 + Penalty 2542.684928 = -200375.615418
  nChanged 5
		SP:Iteration 26Q (159103.690000 sec): 3 clusters
  Score: Raw -202920.204587 + Penalty 2542.684928 = -200377.519660
  nChanged 8
		SP:Iteration 27Q (159103.860000 sec): 3 clusters
  Score: Raw -202923.762912 + Penalty 2542.684928 = -200381.077985
  nChanged 9
		SP:Iteration 28Q (159104.040000 sec): 3 clusters
  Score: Raw -202927.370621 + Penalty 2542.684928 = -200384.685693
  nChanged 12
		SP:Iteration 29Q (159104.210000 sec): 3 clusters
  Score: Raw -202931.399853 + Penalty 2542.684928 = -200388.714925
  nChanged 8
		SP:Iteration 30Q (159104.390000 sec): 3 clusters
  Score: Raw -202934.085285 + Penalty 2542.684928 = -200391.400358
  nChanged 11
		SP:Iteration 31Q (159104.570000 sec): 3 clusters
  Score: Raw -202937.997161 + Penalty 2542.684928 = -200395.312233
  nChanged 10
		SP:Iteration 32Q (159104.740000 sec): 3 clusters
  Score: Raw -202943.143614 + Penalty 2542.684928 = -200400.458687
  nChanged 13
		SP:Iteration 33Q (159104.920000 sec): 3 clusters
  Score: Raw -202951.826820 + Penalty 2542.684928 = -200409.141893
  nChanged 13
		SP:Iteration 34Q (159105.090000 sec): 3 clusters
  Score: Raw -202959.777069 + Penalty 2542.684928 = -200417.092142
  nChanged 12
		SP:Iteration 35Q (159105.270000 sec): 3 clusters
  Score: Raw -202964.454483 + Penalty 2542.684928 = -200421.769556
  nChanged 12
		SP:Iteration 36Q (159105.450000 sec): 3 clusters
  Score: Raw -202970.375359 + Penalty 2542.684928 = -200427.690432
  nChanged 12
		SP:Iteration 37Q (159105.620000 sec): 3 clusters
  Score: Raw -202976.064665 + Penalty 2542.684928 = -200433.379738
  nChanged 9
		SP:Iteration 38Q (159105.780000 sec): 3 clusters
  Score: Raw -202981.209580 + Penalty 2542.684928 = -200438.524653
  nChanged 8
		SP:Iteration 39Q (159105.930000 sec): 3 clusters
  Score: Raw -202983.564077 + Penalty 2542.684928 = -200440.879149
  nChanged 4
		SP:Iteration 40F (159106.090000 sec): 3 clusters
  Score: Raw -202984.963255 + Penalty 2542.684928 = -200442.278327
  nChanged 1
		SP:Iteration 41Q (159106.250000 sec): 3 clusters
  Score: Raw -202985.824074 + Penalty 2542.684928 = -200443.139147
  nChanged 2
		SP:Iteration 42Q (159106.390000 sec): 3 clusters
  Score: Raw -202986.336575 + Penalty 2542.684928 = -200443.651647
  nChanged 0
		SP:Iteration 43F (159106.560000 sec): 3 clusters
  Score: Raw -202986.336575 + Penalty 2542.684928 = -200443.651647
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (3188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159106.720000 sec): 2 clusters
  Score: Raw -275476.945358 + Penalty 1310.911719 = -274166.033639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159106.840000 sec): 3 clusters
  Score: Raw -274031.647933 + Penalty 2621.823438 = -271409.824495
  nChanged 1217
		SP:Iteration 1F (159106.990000 sec): 3 clusters
  Score: Raw -274919.215184 + Penalty 2621.823438 = -272297.391746
  nChanged 322
		SP:Iteration 2F (159107.170000 sec): 3 clusters
  Score: Raw -275227.505157 + Penalty 2621.823438 = -272605.681719
  nChanged 215
		SP:Iteration 3F (159107.350000 sec): 3 clusters
  Score: Raw -275426.824599 + Penalty 2621.823438 = -272805.001161
  nChanged 168
		SP:Iteration 4F (159107.510000 sec): 3 clusters
  Score: Raw -275579.735362 + Penalty 2621.823438 = -272957.911924
  nChanged 123
		SP:Iteration 5Q (159107.680000 sec): 3 clusters
  Score: Raw -275692.777646 + Penalty 2621.823438 = -273070.954208
  nChanged 112
		SP:Iteration 6Q (159107.850000 sec): 3 clusters
  Score: Raw -275778.741210 + Penalty 2621.823438 = -273156.917772
  nChanged 102
		SP:Iteration 7Q (159108.030000 sec): 3 clusters
  Score: Raw -275844.868096 + Penalty 2621.823438 = -273223.044658
  nChanged 68
		SP:Iteration 8Q (159108.100000 sec): 3 clusters
  Score: Raw -275883.385112 + Penalty 2621.823438 = -273261.561674
  nChanged 50
		SP:Iteration 9Q (159108.170000 sec): 3 clusters
  Score: Raw -275909.493442 + Penalty 2621.823438 = -273287.670004
  nChanged 38
		SP:Iteration 10Q (159108.230000 sec): 3 clusters
  Score: Raw -275929.953245 + Penalty 2621.823438 = -273308.129807
  nChanged 39
		SP:Iteration 11Q (159108.310000 sec): 3 clusters
  Score: Raw -275949.080111 + Penalty 2621.823438 = -273327.256673
  nChanged 32
		SP:Iteration 12Q (159108.440000 sec): 3 clusters
  Score: Raw -275969.915189 + Penalty 2621.823438 = -273348.091751
  nChanged 30
		SP:Iteration 13Q (159108.510000 sec): 3 clusters
  Score: Raw -275986.834717 + Penalty 2621.823438 = -273365.011279
  nChanged 32
		SP:Iteration 14Q (159108.580000 sec): 3 clusters
  Score: Raw -276001.657418 + Penalty 2621.823438 = -273379.833980
  nChanged 25
		SP:Iteration 15Q (159108.640000 sec): 3 clusters
  Score: Raw -276011.761044 + Penalty 2621.823438 = -273389.937606
  nChanged 16
		SP:Iteration 16Q (159108.710000 sec): 3 clusters
  Score: Raw -276017.186271 + Penalty 2621.823438 = -273395.362833
  nChanged 11
		SP:Iteration 17Q (159108.820000 sec): 3 clusters
  Score: Raw -276021.662712 + Penalty 2621.823438 = -273399.839274
  nChanged 6
		SP:Iteration 18Q (159108.970000 sec): 3 clusters
  Score: Raw -276024.036045 + Penalty 2621.823438 = -273402.212607
  nChanged 8
		SP:Iteration 19Q (159109.150000 sec): 3 clusters
  Score: Raw -276027.302185 + Penalty 2621.823438 = -273405.478747
  nChanged 7
		SP:Iteration 20F (159109.330000 sec): 3 clusters
  Score: Raw -276031.507591 + Penalty 2621.823438 = -273409.684153
  nChanged 8
		SP:Iteration 21Q (159109.490000 sec): 3 clusters
  Score: Raw -276034.006808 + Penalty 2621.823438 = -273412.183370
  nChanged 6
		SP:Iteration 22Q (159109.660000 sec): 3 clusters
  Score: Raw -276035.224807 + Penalty 2621.823438 = -273413.401369
  nChanged 1
		SP:Iteration 23Q (159109.840000 sec): 3 clusters
  Score: Raw -276035.339502 + Penalty 2621.823438 = -273413.516065
  nChanged 2
		SP:Iteration 24Q (159110.000000 sec): 3 clusters
  Score: Raw -276036.122546 + Penalty 2621.823438 = -273414.299108
  nChanged 3
		SP:Iteration 25Q (159110.180000 sec): 3 clusters
  Score: Raw -276036.773488 + Penalty 2621.823438 = -273414.950050
  nChanged 4
		SP:Iteration 26Q (159110.340000 sec): 3 clusters
  Score: Raw -276038.715677 + Penalty 2621.823438 = -273416.892239
  nChanged 5
		SP:Iteration 27Q (159110.510000 sec): 3 clusters
  Score: Raw -276041.432169 + Penalty 2621.823438 = -273419.608731
  nChanged 6
		SP:Iteration 28Q (159110.680000 sec): 3 clusters
  Score: Raw -276043.383982 + Penalty 2621.823438 = -273421.560544
  nChanged 6
		SP:Iteration 29Q (159110.850000 sec): 3 clusters
  Score: Raw -276044.315340 + Penalty 2621.823438 = -273422.491902
  nChanged 1
		SP:Iteration 30Q (159111.020000 sec): 3 clusters
  Score: Raw -276044.684747 + Penalty 2621.823438 = -273422.861309
  nChanged 3
		SP:Iteration 31Q (159111.210000 sec): 3 clusters
  Score: Raw -276045.990634 + Penalty 2621.823438 = -273424.167196
  nChanged 3
		SP:Iteration 32Q (159111.360000 sec): 3 clusters
  Score: Raw -276046.929421 + Penalty 2621.823438 = -273425.105983
  nChanged 1
		SP:Iteration 33Q (159111.540000 sec): 3 clusters
  Score: Raw -276047.016694 + Penalty 2621.823438 = -273425.193256
  nChanged 0
		SP:Iteration 34F (159111.710000 sec): 3 clusters
  Score: Raw -276047.016694 + Penalty 2621.823438 = -273425.193256
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (9145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159111.840000 sec): 2 clusters
  Score: Raw -700594.043313 + Penalty 1482.156416 = -699111.886897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159112.020000 sec): 3 clusters
  Score: Raw -695437.869801 + Penalty 2964.312832 = -692473.556969
  nChanged 3981
		SP:Iteration 1F (159112.240000 sec): 3 clusters
  Score: Raw -697809.836778 + Penalty 2964.312832 = -694845.523946
  nChanged 693
		SP:Iteration 2F (159112.440000 sec): 3 clusters
  Score: Raw -698339.060780 + Penalty 2964.312832 = -695374.747948
  nChanged 723
		SP:Iteration 3F (159112.620000 sec): 3 clusters
  Score: Raw -698883.593936 + Penalty 2964.312832 = -695919.281104
  nChanged 633
		SP:Iteration 4F (159112.850000 sec): 3 clusters
  Score: Raw -699365.510144 + Penalty 2964.312832 = -696401.197311
  nChanged 556
		SP:Iteration 5F (159113.050000 sec): 3 clusters
  Score: Raw -699786.128276 + Penalty 2964.312832 = -696821.815444
  nChanged 485
		SP:Iteration 6F (159113.280000 sec): 3 clusters
  Score: Raw -700090.589527 + Penalty 2964.312832 = -697126.276695
  nChanged 381
		SP:Iteration 7Q (159113.550000 sec): 3 clusters
  Score: Raw -700312.912758 + Penalty 2964.312832 = -697348.599926
  nChanged 326
		SP:Iteration 8Q (159113.740000 sec): 3 clusters
  Score: Raw -700486.216254 + Penalty 2964.312832 = -697521.903422
  nChanged 278
		SP:Iteration 9Q (159113.980000 sec): 3 clusters
  Score: Raw -700634.581775 + Penalty 2964.312832 = -697670.268943
  nChanged 236
		SP:Iteration 10Q (159114.150000 sec): 3 clusters
  Score: Raw -700743.845173 + Penalty 2964.312832 = -697779.532341
  nChanged 206
		SP:Iteration 11Q (159114.350000 sec): 3 clusters
  Score: Raw -700836.946931 + Penalty 2964.312832 = -697872.634098
  nChanged 168
		SP:Iteration 12Q (159114.560000 sec): 3 clusters
  Score: Raw -700909.879444 + Penalty 2964.312832 = -697945.566612
  nChanged 138
		SP:Iteration 13Q (159114.790000 sec): 3 clusters
  Score: Raw -700961.202784 + Penalty 2964.312832 = -697996.889952
  nChanged 102
		SP:Iteration 14Q (159115.000000 sec): 3 clusters
  Score: Raw -700995.979182 + Penalty 2964.312832 = -698031.666350
  nChanged 91
		SP:Iteration 15Q (159115.230000 sec): 3 clusters
  Score: Raw -701022.856852 + Penalty 2964.312832 = -698058.544019
  nChanged 78
		SP:Iteration 16Q (159115.440000 sec): 3 clusters
  Score: Raw -701044.498582 + Penalty 2964.312832 = -698080.185750
  nChanged 63
		SP:Iteration 17Q (159115.590000 sec): 3 clusters
  Score: Raw -701058.657288 + Penalty 2964.312832 = -698094.344456
  nChanged 42
		SP:Iteration 18Q (159115.820000 sec): 3 clusters
  Score: Raw -701066.683569 + Penalty 2964.312832 = -698102.370737
  nChanged 41
		SP:Iteration 19Q (159116.080000 sec): 3 clusters
  Score: Raw -701073.889824 + Penalty 2964.312832 = -698109.576991
  nChanged 32
		SP:Iteration 20F (159116.230000 sec): 3 clusters
  Score: Raw -701080.965164 + Penalty 2964.312832 = -698116.652332
  nChanged 34
		SP:Iteration 21Q (159116.430000 sec): 3 clusters
  Score: Raw -701086.326087 + Penalty 2964.312832 = -698122.013255
  nChanged 17
		SP:Iteration 22Q (159116.650000 sec): 3 clusters
  Score: Raw -701088.723498 + Penalty 2964.312832 = -698124.410665
  nChanged 11
		SP:Iteration 23Q (159116.870000 sec): 3 clusters
  Score: Raw -701090.727318 + Penalty 2964.312832 = -698126.414486
  nChanged 12
		SP:Iteration 24Q (159117.050000 sec): 3 clusters
  Score: Raw -701094.357979 + Penalty 2964.312832 = -698130.045147
  nChanged 16
		SP:Iteration 25Q (159117.270000 sec): 3 clusters
  Score: Raw -701098.392904 + Penalty 2964.312832 = -698134.080072
  nChanged 16
		SP:Iteration 26Q (159117.470000 sec): 3 clusters
  Score: Raw -701101.205194 + Penalty 2964.312832 = -698136.892362
  nChanged 17
		SP:Iteration 27Q (159117.690000 sec): 3 clusters
  Score: Raw -701104.007142 + Penalty 2964.312832 = -698139.694310
  nChanged 15
		SP:Iteration 28Q (159117.860000 sec): 3 clusters
  Score: Raw -701106.180625 + Penalty 2964.312832 = -698141.867793
  nChanged 13
		SP:Iteration 29Q (159118.030000 sec): 3 clusters
  Score: Raw -701108.047107 + Penalty 2964.312832 = -698143.734275
  nChanged 10
		SP:Iteration 30Q (159118.210000 sec): 3 clusters
  Score: Raw -701109.164071 + Penalty 2964.312832 = -698144.851239
  nChanged 4
		SP:Iteration 31Q (159118.430000 sec): 3 clusters
  Score: Raw -701109.512262 + Penalty 2964.312832 = -698145.199430
  nChanged 3
		SP:Iteration 32Q (159118.610000 sec): 3 clusters
  Score: Raw -701109.854171 + Penalty 2964.312832 = -698145.541339
  nChanged 5
		SP:Iteration 33Q (159118.800000 sec): 3 clusters
  Score: Raw -701110.396272 + Penalty 2964.312832 = -698146.083440
  nChanged 9
		SP:Iteration 34Q (159119.010000 sec): 3 clusters
  Score: Raw -701113.188187 + Penalty 2964.312832 = -698148.875355
  nChanged 16
		SP:Iteration 35Q (159119.210000 sec): 3 clusters
  Score: Raw -701115.684830 + Penalty 2964.312832 = -698151.371998
  nChanged 19
		SP:Iteration 36Q (159119.410000 sec): 3 clusters
  Score: Raw -701118.123168 + Penalty 2964.312832 = -698153.810336
  nChanged 13
		SP:Iteration 37Q (159119.630000 sec): 3 clusters
  Score: Raw -701120.064985 + Penalty 2964.312832 = -698155.752153
  nChanged 14
		SP:Iteration 38Q (159119.820000 sec): 3 clusters
  Score: Raw -701122.969608 + Penalty 2964.312832 = -698158.656775
  nChanged 24
		SP:Iteration 39Q (159120.020000 sec): 3 clusters
  Score: Raw -701127.509216 + Penalty 2964.312832 = -698163.196384
  nChanged 25
		SP:Iteration 40F (159120.220000 sec): 3 clusters
  Score: Raw -701131.535634 + Penalty 2964.312832 = -698167.222801
  nChanged 26
		SP:Iteration 41Q (159120.360000 sec): 3 clusters
  Score: Raw -701135.821845 + Penalty 2964.312832 = -698171.509012
  nChanged 23
		SP:Iteration 42Q (159120.600000 sec): 3 clusters
  Score: Raw -701139.581400 + Penalty 2964.312832 = -698175.268568
  nChanged 12
		SP:Iteration 43Q (159120.780000 sec): 3 clusters
  Score: Raw -701142.747198 + Penalty 2964.312832 = -698178.434366
  nChanged 18
		SP:Iteration 44Q (159120.950000 sec): 3 clusters
  Score: Raw -701145.997065 + Penalty 2964.312832 = -698181.684233
  nChanged 20
		SP:Iteration 45Q (159121.130000 sec): 3 clusters
  Score: Raw -701148.962406 + Penalty 2964.312832 = -698184.649574
  nChanged 15
		SP:Iteration 46Q (159121.300000 sec): 3 clusters
  Score: Raw -701152.276744 + Penalty 2964.312832 = -698187.963912
  nChanged 21
		SP:Iteration 47Q (159121.480000 sec): 3 clusters
  Score: Raw -701155.716690 + Penalty 2964.312832 = -698191.403857
  nChanged 15
		SP:Iteration 48Q (159121.670000 sec): 3 clusters
  Score: Raw -701157.979192 + Penalty 2964.312832 = -698193.666360
  nChanged 18
		SP:Iteration 49Q (159121.860000 sec): 3 clusters
  Score: Raw -701161.190196 + Penalty 2964.312832 = -698196.877363
  nChanged 12
		SP:Iteration 50Q (159122.060000 sec): 3 clusters
  Score: Raw -701163.718705 + Penalty 2964.312832 = -698199.405872
  nChanged 16
		SP:Iteration 51Q (159122.250000 sec): 3 clusters
  Score: Raw -701166.242034 + Penalty 2964.312832 = -698201.929202
  nChanged 16
		SP:Iteration 52Q (159122.430000 sec): 3 clusters
  Score: Raw -701168.876305 + Penalty 2964.312832 = -698204.563473
  nChanged 16
		SP:Iteration 53Q (159122.620000 sec): 3 clusters
  Score: Raw -701170.792239 + Penalty 2964.312832 = -698206.479407
  nChanged 15
		SP:Iteration 54Q (159122.810000 sec): 3 clusters
  Score: Raw -701172.726028 + Penalty 2964.312832 = -698208.413196
  nChanged 10
		SP:Iteration 55Q (159123.070000 sec): 3 clusters
  Score: Raw -701173.871408 + Penalty 2964.312832 = -698209.558576
  nChanged 10
		SP:Iteration 56Q (159123.340000 sec): 3 clusters
  Score: Raw -701175.186513 + Penalty 2964.312832 = -698210.873681
  nChanged 11
		SP:Iteration 57Q (159123.470000 sec): 3 clusters
  Score: Raw -701176.852573 + Penalty 2964.312832 = -698212.539741
  nChanged 10
		SP:Iteration 58Q (159123.680000 sec): 3 clusters
  Score: Raw -701177.961108 + Penalty 2964.312832 = -698213.648276
  nChanged 8
		SP:Iteration 59Q (159123.880000 sec): 3 clusters
  Score: Raw -701179.557377 + Penalty 2964.312832 = -698215.244545
  nChanged 6
		SP:Iteration 60F (159124.140000 sec): 3 clusters
  Score: Raw -701180.193387 + Penalty 2964.312832 = -698215.880555
  nChanged 1
		SP:Iteration 61Q (159124.300000 sec): 3 clusters
  Score: Raw -701180.286176 + Penalty 2964.312832 = -698215.973344
  nChanged 1
		SP:Iteration 62Q (159124.510000 sec): 3 clusters
  Score: Raw -701180.522892 + Penalty 2964.312832 = -698216.210059
  nChanged 0
		SP:Iteration 63F (159124.680000 sec): 3 clusters
  Score: Raw -701180.522892 + Penalty 2964.312832 = -698216.210059
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (6195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159124.800000 sec): 2 clusters
  Score: Raw -519212.553497 + Penalty 1418.868392 = -517793.685105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159124.990000 sec): 3 clusters
  Score: Raw -515876.054160 + Penalty 2837.736783 = -513038.317377
  nChanged 2605
		SP:Iteration 1F (159125.130000 sec): 3 clusters
  Score: Raw -517366.395385 + Penalty 2837.736783 = -514528.658602
  nChanged 480
		SP:Iteration 2F (159125.310000 sec): 3 clusters
  Score: Raw -517652.127829 + Penalty 2837.736783 = -514814.391046
  nChanged 407
		SP:Iteration 3F (159125.460000 sec): 3 clusters
  Score: Raw -517867.828481 + Penalty 2837.736783 = -515030.091698
  nChanged 336
		SP:Iteration 4F (159125.640000 sec): 3 clusters
  Score: Raw -518050.139395 + Penalty 2837.736783 = -515212.402612
  nChanged 292
		SP:Iteration 5Q (159125.830000 sec): 3 clusters
  Score: Raw -518199.110221 + Penalty 2837.736783 = -515361.373438
  nChanged 250
		SP:Iteration 6Q (159126.030000 sec): 3 clusters
  Score: Raw -518335.845246 + Penalty 2837.736783 = -515498.108463
  nChanged 240
		SP:Iteration 7Q (159126.170000 sec): 3 clusters
  Score: Raw -518454.772277 + Penalty 2837.736783 = -515617.035494
  nChanged 183
		SP:Iteration 8Q (159126.320000 sec): 3 clusters
  Score: Raw -518529.704802 + Penalty 2837.736783 = -515691.968019
  nChanged 145
		SP:Iteration 9Q (159126.530000 sec): 3 clusters
  Score: Raw -518599.910856 + Penalty 2837.736783 = -515762.174073
  nChanged 149
		SP:Iteration 10Q (159126.690000 sec): 3 clusters
  Score: Raw -518679.757789 + Penalty 2837.736783 = -515842.021006
  nChanged 152
		SP:Iteration 11Q (159126.880000 sec): 3 clusters
  Score: Raw -518752.976172 + Penalty 2837.736783 = -515915.239389
  nChanged 136
		SP:Iteration 12Q (159127.070000 sec): 3 clusters
  Score: Raw -518816.722506 + Penalty 2837.736783 = -515978.985723
  nChanged 125
		SP:Iteration 13Q (159127.210000 sec): 3 clusters
  Score: Raw -518867.762139 + Penalty 2837.736783 = -516030.025356
  nChanged 110
		SP:Iteration 14Q (159127.400000 sec): 3 clusters
  Score: Raw -518919.309844 + Penalty 2837.736783 = -516081.573061
  nChanged 110
		SP:Iteration 15Q (159127.580000 sec): 3 clusters
  Score: Raw -518969.062389 + Penalty 2837.736783 = -516131.325606
  nChanged 118
		SP:Iteration 16Q (159127.720000 sec): 3 clusters
  Score: Raw -519024.255936 + Penalty 2837.736783 = -516186.519153
  nChanged 106
		SP:Iteration 17Q (159127.910000 sec): 3 clusters
  Score: Raw -519074.710408 + Penalty 2837.736783 = -516236.973624
  nChanged 110
		SP:Iteration 18Q (159128.110000 sec): 3 clusters
  Score: Raw -519127.685931 + Penalty 2837.736783 = -516289.949148
  nChanged 99
		SP:Iteration 19Q (159128.320000 sec): 3 clusters
  Score: Raw -519181.920008 + Penalty 2837.736783 = -516344.183225
  nChanged 110
		SP:Iteration 20F (159128.470000 sec): 3 clusters
  Score: Raw -519244.067194 + Penalty 2837.736783 = -516406.330411
  nChanged 117
		SP:Iteration 21Q (159128.650000 sec): 3 clusters
  Score: Raw -519319.198656 + Penalty 2837.736783 = -516481.461873
  nChanged 124
		SP:Iteration 22Q (159128.810000 sec): 3 clusters
  Score: Raw -519383.395472 + Penalty 2837.736783 = -516545.658689
  nChanged 99
		SP:Iteration 23Q (159128.980000 sec): 3 clusters
  Score: Raw -519423.056602 + Penalty 2837.736783 = -516585.319819
  nChanged 79
		SP:Iteration 24Q (159129.150000 sec): 3 clusters
  Score: Raw -519457.843984 + Penalty 2837.736783 = -516620.107201
  nChanged 66
		SP:Iteration 25Q (159129.310000 sec): 3 clusters
  Score: Raw -519491.095781 + Penalty 2837.736783 = -516653.358998
  nChanged 68
		SP:Iteration 26Q (159129.500000 sec): 3 clusters
  Score: Raw -519519.770683 + Penalty 2837.736783 = -516682.033900
  nChanged 49
		SP:Iteration 27Q (159129.680000 sec): 3 clusters
  Score: Raw -519537.961181 + Penalty 2837.736783 = -516700.224398
  nChanged 45
		SP:Iteration 28Q (159129.850000 sec): 3 clusters
  Score: Raw -519552.786084 + Penalty 2837.736783 = -516715.049301
  nChanged 39
		SP:Iteration 29Q (159129.990000 sec): 3 clusters
  Score: Raw -519564.373036 + Penalty 2837.736783 = -516726.636253
  nChanged 24
		SP:Iteration 30Q (159130.140000 sec): 3 clusters
  Score: Raw -519570.326546 + Penalty 2837.736783 = -516732.589763
  nChanged 19
		SP:Iteration 31Q (159130.290000 sec): 3 clusters
  Score: Raw -519574.648827 + Penalty 2837.736783 = -516736.912044
  nChanged 14
		SP:Iteration 32Q (159130.440000 sec): 3 clusters
  Score: Raw -519578.929549 + Penalty 2837.736783 = -516741.192766
  nChanged 16
		SP:Iteration 33Q (159130.590000 sec): 3 clusters
  Score: Raw -519583.728597 + Penalty 2837.736783 = -516745.991813
  nChanged 13
		SP:Iteration 34Q (159130.740000 sec): 3 clusters
  Score: Raw -519586.461732 + Penalty 2837.736783 = -516748.724948
  nChanged 9
		SP:Iteration 35Q (159130.930000 sec): 3 clusters
  Score: Raw -519588.181011 + Penalty 2837.736783 = -516750.444228
  nChanged 11
		SP:Iteration 36Q (159131.100000 sec): 3 clusters
  Score: Raw -519591.142691 + Penalty 2837.736783 = -516753.405908
  nChanged 11
		SP:Iteration 37Q (159131.270000 sec): 3 clusters
  Score: Raw -519594.090329 + Penalty 2837.736783 = -516756.353546
  nChanged 8
		SP:Iteration 38Q (159131.450000 sec): 3 clusters
  Score: Raw -519595.206344 + Penalty 2837.736783 = -516757.469561
  nChanged 5
		SP:Iteration 39Q (159131.700000 sec): 3 clusters
  Score: Raw -519596.131648 + Penalty 2837.736783 = -516758.394865
  nChanged 0
		SP:Iteration 40F (159131.830000 sec): 3 clusters
  Score: Raw -519596.131648 + Penalty 2837.736783 = -516758.394865
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (7665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159131.930000 sec): 2 clusters
  Score: Raw -634118.667106 + Penalty 1453.468216 = -632665.198890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159132.140000 sec): 3 clusters
  Score: Raw -629959.776998 + Penalty 2906.936432 = -627052.840566
  nChanged 3287
		SP:Iteration 1F (159132.310000 sec): 3 clusters
  Score: Raw -632101.611712 + Penalty 2906.936432 = -629194.675280
  nChanged 688
		SP:Iteration 2F (159132.470000 sec): 3 clusters
  Score: Raw -632637.866771 + Penalty 2906.936432 = -629730.930339
  nChanged 590
		SP:Iteration 3F (159132.630000 sec): 3 clusters
  Score: Raw -633036.330048 + Penalty 2906.936432 = -630129.393616
  nChanged 464
		SP:Iteration 4F (159132.790000 sec): 3 clusters
  Score: Raw -633332.772029 + Penalty 2906.936432 = -630425.835597
  nChanged 368
		SP:Iteration 5Q (159132.960000 sec): 3 clusters
  Score: Raw -633535.138945 + Penalty 2906.936432 = -630628.202513
  nChanged 298
		SP:Iteration 6Q (159133.130000 sec): 3 clusters
  Score: Raw -633686.202945 + Penalty 2906.936432 = -630779.266513
  nChanged 250
		SP:Iteration 7Q (159133.310000 sec): 3 clusters
  Score: Raw -633815.915183 + Penalty 2906.936432 = -630908.978750
  nChanged 192
		SP:Iteration 8Q (159133.510000 sec): 3 clusters
  Score: Raw -633898.194035 + Penalty 2906.936432 = -630991.257603
  nChanged 163
		SP:Iteration 9Q (159133.790000 sec): 3 clusters
  Score: Raw -633958.556090 + Penalty 2906.936432 = -631051.619658
  nChanged 132
		SP:Iteration 10Q (159134.010000 sec): 3 clusters
  Score: Raw -634006.037109 + Penalty 2906.936432 = -631099.100677
  nChanged 120
		SP:Iteration 11Q (159134.200000 sec): 3 clusters
  Score: Raw -634042.717070 + Penalty 2906.936432 = -631135.780638
  nChanged 101
		SP:Iteration 12Q (159134.450000 sec): 3 clusters
  Score: Raw -634072.369609 + Penalty 2906.936432 = -631165.433176
  nChanged 94
		SP:Iteration 13Q (159134.680000 sec): 3 clusters
  Score: Raw -634100.457519 + Penalty 2906.936432 = -631193.521087
  nChanged 84
		SP:Iteration 14Q (159134.850000 sec): 3 clusters
  Score: Raw -634127.217596 + Penalty 2906.936432 = -631220.281164
  nChanged 89
		SP:Iteration 15Q (159135.030000 sec): 3 clusters
  Score: Raw -634158.460082 + Penalty 2906.936432 = -631251.523649
  nChanged 110
		SP:Iteration 16Q (159135.190000 sec): 3 clusters
  Score: Raw -634198.000596 + Penalty 2906.936432 = -631291.064163
  nChanged 97
		SP:Iteration 17Q (159135.440000 sec): 3 clusters
  Score: Raw -634226.640845 + Penalty 2906.936432 = -631319.704413
  nChanged 73
		SP:Iteration 18Q (159135.650000 sec): 3 clusters
  Score: Raw -634244.266296 + Penalty 2906.936432 = -631337.329864
  nChanged 64
		SP:Iteration 19Q (159135.900000 sec): 3 clusters
  Score: Raw -634258.753259 + Penalty 2906.936432 = -631351.816827
  nChanged 47
		SP:Iteration 20F (159136.110000 sec): 3 clusters
  Score: Raw -634268.946005 + Penalty 2906.936432 = -631362.009573
  nChanged 50
		SP:Iteration 21Q (159136.290000 sec): 3 clusters
  Score: Raw -634278.439259 + Penalty 2906.936432 = -631371.502827
  nChanged 35
		SP:Iteration 22Q (159136.450000 sec): 3 clusters
  Score: Raw -634283.915250 + Penalty 2906.936432 = -631376.978818
  nChanged 33
		SP:Iteration 23Q (159136.630000 sec): 3 clusters
  Score: Raw -634289.535775 + Penalty 2906.936432 = -631382.599343
  nChanged 33
		SP:Iteration 24Q (159136.810000 sec): 3 clusters
  Score: Raw -634295.244078 + Penalty 2906.936432 = -631388.307646
  nChanged 29
		SP:Iteration 25Q (159136.980000 sec): 3 clusters
  Score: Raw -634300.495410 + Penalty 2906.936432 = -631393.558978
  nChanged 29
		SP:Iteration 26Q (159137.180000 sec): 3 clusters
  Score: Raw -634305.109888 + Penalty 2906.936432 = -631398.173456
  nChanged 23
		SP:Iteration 27Q (159137.430000 sec): 3 clusters
  Score: Raw -634308.438975 + Penalty 2906.936432 = -631401.502542
  nChanged 24
		SP:Iteration 28Q (159137.560000 sec): 3 clusters
  Score: Raw -634312.583894 + Penalty 2906.936432 = -631405.647462
  nChanged 30
		SP:Iteration 29Q (159137.750000 sec): 3 clusters
  Score: Raw -634316.537646 + Penalty 2906.936432 = -631409.601214
  nChanged 27
		SP:Iteration 30Q (159137.970000 sec): 3 clusters
  Score: Raw -634321.312027 + Penalty 2906.936432 = -631414.375595
  nChanged 29
		SP:Iteration 31Q (159138.230000 sec): 3 clusters
  Score: Raw -634326.226170 + Penalty 2906.936432 = -631419.289737
  nChanged 26
		SP:Iteration 32Q (159138.440000 sec): 3 clusters
  Score: Raw -634330.780905 + Penalty 2906.936432 = -631423.844473
  nChanged 29
		SP:Iteration 33Q (159138.580000 sec): 3 clusters
  Score: Raw -634335.718389 + Penalty 2906.936432 = -631428.781957
  nChanged 31
		SP:Iteration 34Q (159138.750000 sec): 3 clusters
  Score: Raw -634339.875179 + Penalty 2906.936432 = -631432.938747
  nChanged 19
		SP:Iteration 35Q (159138.930000 sec): 3 clusters
  Score: Raw -634342.406893 + Penalty 2906.936432 = -631435.470461
  nChanged 19
		SP:Iteration 36Q (159139.110000 sec): 3 clusters
  Score: Raw -634346.173883 + Penalty 2906.936432 = -631439.237451
  nChanged 23
		SP:Iteration 37Q (159139.360000 sec): 3 clusters
  Score: Raw -634350.353351 + Penalty 2906.936432 = -631443.416919
  nChanged 36
		SP:Iteration 38Q (159139.580000 sec): 3 clusters
  Score: Raw -634356.270661 + Penalty 2906.936432 = -631449.334229
  nChanged 29
		SP:Iteration 39Q (159139.780000 sec): 3 clusters
  Score: Raw -634360.383861 + Penalty 2906.936432 = -631453.447428
  nChanged 29
		SP:Iteration 40F (159139.970000 sec): 3 clusters
  Score: Raw -634365.430588 + Penalty 2906.936432 = -631458.494156
  nChanged 31
		SP:Iteration 41Q (159140.150000 sec): 3 clusters
  Score: Raw -634369.938054 + Penalty 2906.936432 = -631463.001622
  nChanged 29
		SP:Iteration 42Q (159140.340000 sec): 3 clusters
  Score: Raw -634374.208449 + Penalty 2906.936432 = -631467.272017
  nChanged 22
		SP:Iteration 43Q (159140.520000 sec): 3 clusters
  Score: Raw -634378.001013 + Penalty 2906.936432 = -631471.064581
  nChanged 25
		SP:Iteration 44Q (159140.710000 sec): 3 clusters
  Score: Raw -634382.581460 + Penalty 2906.936432 = -631475.645028
  nChanged 23
		SP:Iteration 45Q (159140.890000 sec): 3 clusters
  Score: Raw -634386.104789 + Penalty 2906.936432 = -631479.168357
  nChanged 16
		SP:Iteration 46Q (159141.070000 sec): 3 clusters
  Score: Raw -634388.783214 + Penalty 2906.936432 = -631481.846782
  nChanged 19
		SP:Iteration 47Q (159141.250000 sec): 3 clusters
  Score: Raw -634393.470128 + Penalty 2906.936432 = -631486.533695
  nChanged 20
		SP:Iteration 48Q (159141.470000 sec): 3 clusters
  Score: Raw -634397.586003 + Penalty 2906.936432 = -631490.649571
  nChanged 22
		SP:Iteration 49Q (159141.660000 sec): 3 clusters
  Score: Raw -634400.528760 + Penalty 2906.936432 = -631493.592328
  nChanged 16
		SP:Iteration 50Q (159141.820000 sec): 3 clusters
  Score: Raw -634403.252721 + Penalty 2906.936432 = -631496.316289
  nChanged 21
		SP:Iteration 51Q (159141.990000 sec): 3 clusters
  Score: Raw -634405.373456 + Penalty 2906.936432 = -631498.437024
  nChanged 16
		SP:Iteration 52Q (159142.160000 sec): 3 clusters
  Score: Raw -634407.089959 + Penalty 2906.936432 = -631500.153527
  nChanged 14
		SP:Iteration 53Q (159142.330000 sec): 3 clusters
  Score: Raw -634408.540149 + Penalty 2906.936432 = -631501.603717
  nChanged 11
		SP:Iteration 54Q (159142.500000 sec): 3 clusters
  Score: Raw -634409.941030 + Penalty 2906.936432 = -631503.004598
  nChanged 13
		SP:Iteration 55Q (159142.740000 sec): 3 clusters
  Score: Raw -634411.502591 + Penalty 2906.936432 = -631504.566159
  nChanged 12
		SP:Iteration 56Q (159142.950000 sec): 3 clusters
  Score: Raw -634412.972213 + Penalty 2906.936432 = -631506.035781
  nChanged 13
		SP:Iteration 57Q (159143.100000 sec): 3 clusters
  Score: Raw -634414.238573 + Penalty 2906.936432 = -631507.302141
  nChanged 11
		SP:Iteration 58Q (159143.280000 sec): 3 clusters
  Score: Raw -634416.648477 + Penalty 2906.936432 = -631509.712045
  nChanged 21
		SP:Iteration 59Q (159143.480000 sec): 3 clusters
  Score: Raw -634420.766775 + Penalty 2906.936432 = -631513.830343
  nChanged 29
		SP:Iteration 60F (159143.650000 sec): 3 clusters
  Score: Raw -634426.986309 + Penalty 2906.936432 = -631520.049877
  nChanged 29
		SP:Iteration 61Q (159143.810000 sec): 3 clusters
  Score: Raw -634432.527044 + Penalty 2906.936432 = -631525.590612
  nChanged 26
		SP:Iteration 62Q (159143.990000 sec): 3 clusters
  Score: Raw -634437.338122 + Penalty 2906.936432 = -631530.401690
  nChanged 26
		SP:Iteration 63Q (159144.180000 sec): 3 clusters
  Score: Raw -634441.980538 + Penalty 2906.936432 = -631535.044106
  nChanged 25
		SP:Iteration 64Q (159144.360000 sec): 3 clusters
  Score: Raw -634447.345414 + Penalty 2906.936432 = -631540.408981
  nChanged 31
		SP:Iteration 65Q (159144.530000 sec): 3 clusters
  Score: Raw -634453.128057 + Penalty 2906.936432 = -631546.191625
  nChanged 27
		SP:Iteration 66Q (159144.730000 sec): 3 clusters
  Score: Raw -634458.621704 + Penalty 2906.936432 = -631551.685272
  nChanged 23
		SP:Iteration 67Q (159144.900000 sec): 3 clusters
  Score: Raw -634462.960745 + Penalty 2906.936432 = -631556.024313
  nChanged 17
		SP:Iteration 68Q (159145.070000 sec): 3 clusters
  Score: Raw -634467.358495 + Penalty 2906.936432 = -631560.422063
  nChanged 26
		SP:Iteration 69Q (159145.240000 sec): 3 clusters
  Score: Raw -634472.265595 + Penalty 2906.936432 = -631565.329163
  nChanged 22
		SP:Iteration 70Q (159145.410000 sec): 3 clusters
  Score: Raw -634476.232733 + Penalty 2906.936432 = -631569.296301
  nChanged 22
		SP:Iteration 71Q (159145.580000 sec): 3 clusters
  Score: Raw -634479.402530 + Penalty 2906.936432 = -631572.466097
  nChanged 15
		SP:Iteration 72Q (159145.740000 sec): 3 clusters
  Score: Raw -634482.124171 + Penalty 2906.936432 = -631575.187739
  nChanged 19
		SP:Iteration 73Q (159145.950000 sec): 3 clusters
  Score: Raw -634485.850614 + Penalty 2906.936432 = -631578.914182
  nChanged 20
		SP:Iteration 74Q (159146.120000 sec): 3 clusters
  Score: Raw -634489.937951 + Penalty 2906.936432 = -631583.001519
  nChanged 23
		SP:Iteration 75Q (159146.290000 sec): 3 clusters
  Score: Raw -634493.687865 + Penalty 2906.936432 = -631586.751433
  nChanged 29
		SP:Iteration 76Q (159146.460000 sec): 3 clusters
  Score: Raw -634499.089167 + Penalty 2906.936432 = -631592.152735
  nChanged 29
		SP:Iteration 77Q (159146.620000 sec): 3 clusters
  Score: Raw -634503.684381 + Penalty 2906.936432 = -631596.747948
  nChanged 20
		SP:Iteration 78Q (159146.790000 sec): 3 clusters
  Score: Raw -634507.192842 + Penalty 2906.936432 = -631600.256410
  nChanged 21
		SP:Iteration 79Q (159146.960000 sec): 3 clusters
  Score: Raw -634510.704181 + Penalty 2906.936432 = -631603.767749
  nChanged 15
		SP:Iteration 80F (159147.130000 sec): 3 clusters
  Score: Raw -634512.920712 + Penalty 2906.936432 = -631605.984280
  nChanged 22
		SP:Iteration 81Q (159147.300000 sec): 3 clusters
  Score: Raw -634516.425285 + Penalty 2906.936432 = -631609.488852
  nChanged 25
		SP:Iteration 82Q (159147.470000 sec): 3 clusters
  Score: Raw -634520.857220 + Penalty 2906.936432 = -631613.920787
  nChanged 25
		SP:Iteration 83Q (159147.640000 sec): 3 clusters
  Score: Raw -634524.819044 + Penalty 2906.936432 = -631617.882612
  nChanged 16
		SP:Iteration 84Q (159147.850000 sec): 3 clusters
  Score: Raw -634527.557817 + Penalty 2906.936432 = -631620.621384
  nChanged 13
		SP:Iteration 85Q (159148.090000 sec): 3 clusters
  Score: Raw -634530.570195 + Penalty 2906.936432 = -631623.633763
  nChanged 17
		SP:Iteration 86Q (159148.230000 sec): 3 clusters
  Score: Raw -634534.429334 + Penalty 2906.936432 = -631627.492901
  nChanged 15
		SP:Iteration 87Q (159148.400000 sec): 3 clusters
  Score: Raw -634536.451719 + Penalty 2906.936432 = -631629.515287
  nChanged 11
		SP:Iteration 88Q (159148.590000 sec): 3 clusters
  Score: Raw -634537.645685 + Penalty 2906.936432 = -631630.709253
  nChanged 13
		SP:Iteration 89Q (159148.770000 sec): 3 clusters
  Score: Raw -634539.382269 + Penalty 2906.936432 = -631632.445837
  nChanged 9
		SP:Iteration 90Q (159148.950000 sec): 3 clusters
  Score: Raw -634541.012638 + Penalty 2906.936432 = -631634.076206
  nChanged 12
		SP:Iteration 91Q (159149.110000 sec): 3 clusters
  Score: Raw -634542.904263 + Penalty 2906.936432 = -631635.967831
  nChanged 11
		SP:Iteration 92Q (159149.280000 sec): 3 clusters
  Score: Raw -634545.298969 + Penalty 2906.936432 = -631638.362537
  nChanged 14
		SP:Iteration 93Q (159149.450000 sec): 3 clusters
  Score: Raw -634547.277606 + Penalty 2906.936432 = -631640.341174
  nChanged 8
		SP:Iteration 94Q (159149.620000 sec): 3 clusters
  Score: Raw -634548.296563 + Penalty 2906.936432 = -631641.360130
  nChanged 12
		SP:Iteration 95Q (159149.780000 sec): 3 clusters
  Score: Raw -634549.989442 + Penalty 2906.936432 = -631643.053010
  nChanged 13
		SP:Iteration 96Q (159149.940000 sec): 3 clusters
  Score: Raw -634552.553541 + Penalty 2906.936432 = -631645.617109
  nChanged 13
		SP:Iteration 97Q (159150.100000 sec): 3 clusters
  Score: Raw -634554.517616 + Penalty 2906.936432 = -631647.581183
  nChanged 17
		SP:Iteration 98Q (159150.260000 sec): 3 clusters
  Score: Raw -634557.549283 + Penalty 2906.936432 = -631650.612851
  nChanged 15
		SP:Iteration 99Q (159150.440000 sec): 3 clusters
  Score: Raw -634560.637040 + Penalty 2906.936432 = -631653.700608
  nChanged 20
		SP:Iteration 100F (159150.610000 sec): 3 clusters
  Score: Raw -634565.700392 + Penalty 2906.936432 = -631658.763959
  nChanged 23
		SP:Iteration 101Q (159150.790000 sec): 3 clusters
  Score: Raw -634571.223825 + Penalty 2906.936432 = -631664.287393
  nChanged 20
		SP:Iteration 102Q (159150.980000 sec): 3 clusters
  Score: Raw -634574.621879 + Penalty 2906.936432 = -631667.685447
  nChanged 13
		SP:Iteration 103Q (159151.160000 sec): 3 clusters
  Score: Raw -634576.375592 + Penalty 2906.936432 = -631669.439160
  nChanged 8
		SP:Iteration 104Q (159151.320000 sec): 3 clusters
  Score: Raw -634577.616624 + Penalty 2906.936432 = -631670.680192
  nChanged 4
		SP:Iteration 105Q (159151.500000 sec): 3 clusters
  Score: Raw -634578.110542 + Penalty 2906.936432 = -631671.174110
  nChanged 7
		SP:Iteration 106Q (159151.660000 sec): 3 clusters
  Score: Raw -634579.528723 + Penalty 2906.936432 = -631672.592290
  nChanged 9
		SP:Iteration 107Q (159151.830000 sec): 3 clusters
  Score: Raw -634580.468656 + Penalty 2906.936432 = -631673.532224
  nChanged 5
		SP:Iteration 108Q (159152.000000 sec): 3 clusters
  Score: Raw -634580.764657 + Penalty 2906.936432 = -631673.828225
  nChanged 2
		SP:Iteration 109Q (159152.170000 sec): 3 clusters
  Score: Raw -634580.906319 + Penalty 2906.936432 = -631673.969887
  nChanged 3
		SP:Iteration 110Q (159152.340000 sec): 3 clusters
  Score: Raw -634581.375722 + Penalty 2906.936432 = -631674.439289
  nChanged 3
		SP:Iteration 111Q (159152.510000 sec): 3 clusters
  Score: Raw -634581.974198 + Penalty 2906.936432 = -631675.037766
  nChanged 6
		SP:Iteration 112Q (159152.680000 sec): 3 clusters
  Score: Raw -634582.968662 + Penalty 2906.936432 = -631676.032230
  nChanged 3
		SP:Iteration 113Q (159152.840000 sec): 3 clusters
  Score: Raw -634583.177523 + Penalty 2906.936432 = -631676.241091
  nChanged 6
		SP:Iteration 114Q (159153.020000 sec): 3 clusters
  Score: Raw -634583.851702 + Penalty 2906.936432 = -631676.915269
  nChanged 8
		SP:Iteration 115Q (159153.180000 sec): 3 clusters
  Score: Raw -634585.172407 + Penalty 2906.936432 = -631678.235975
  nChanged 8
		SP:Iteration 116Q (159153.350000 sec): 3 clusters
  Score: Raw -634587.016584 + Penalty 2906.936432 = -631680.080152
  nChanged 9
		SP:Iteration 117Q (159153.520000 sec): 3 clusters
  Score: Raw -634588.455957 + Penalty 2906.936432 = -631681.519525
  nChanged 8
		SP:Iteration 118Q (159153.690000 sec): 3 clusters
  Score: Raw -634590.051818 + Penalty 2906.936432 = -631683.115386
  nChanged 8
		SP:Iteration 119Q (159153.870000 sec): 3 clusters
  Score: Raw -634591.201126 + Penalty 2906.936432 = -631684.264693
  nChanged 3
		SP:Iteration 120F (159154.090000 sec): 3 clusters
  Score: Raw -634591.679077 + Penalty 2906.936432 = -631684.742645
  nChanged 1
		SP:Iteration 121Q (159154.270000 sec): 3 clusters
  Score: Raw -634591.777319 + Penalty 2906.936432 = -631684.840887
  nChanged 2
		SP:Iteration 122Q (159154.460000 sec): 3 clusters
  Score: Raw -634592.376763 + Penalty 2906.936432 = -631685.440331
  nChanged 0
		SP:Iteration 123F (159154.640000 sec): 3 clusters
  Score: Raw -634592.376763 + Penalty 2906.936432 = -631685.440331
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (2160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159154.750000 sec): 2 clusters
  Score: Raw -200233.307660 + Penalty 1247.652819 = -198985.654841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159154.900000 sec): 3 clusters
  Score: Raw -199326.256968 + Penalty 2495.305638 = -196830.951330
  nChanged 735
		SP:Iteration 1F (159155.010000 sec): 3 clusters
  Score: Raw -199887.029991 + Penalty 2495.305638 = -197391.724353
  nChanged 229
		SP:Iteration 2F (159155.170000 sec): 3 clusters
  Score: Raw -200143.820286 + Penalty 2495.305638 = -197648.514648
  nChanged 172
		SP:Iteration 3F (159155.330000 sec): 3 clusters
  Score: Raw -200329.298650 + Penalty 2495.305638 = -197833.993012
  nChanged 120
		SP:Iteration 4F (159155.490000 sec): 3 clusters
  Score: Raw -200444.371514 + Penalty 2495.305638 = -197949.065876
  nChanged 82
		SP:Iteration 5Q (159155.650000 sec): 3 clusters
  Score: Raw -200520.561206 + Penalty 2495.305638 = -198025.255569
  nChanged 66
		SP:Iteration 6Q (159155.810000 sec): 3 clusters
  Score: Raw -200587.740304 + Penalty 2495.305638 = -198092.434666
  nChanged 48
		SP:Iteration 7Q (159155.970000 sec): 3 clusters
  Score: Raw -200646.514528 + Penalty 2495.305638 = -198151.208890
  nChanged 51
		SP:Iteration 8Q (159156.120000 sec): 3 clusters
  Score: Raw -200703.585688 + Penalty 2495.305638 = -198208.280050
  nChanged 41
		SP:Iteration 9Q (159156.290000 sec): 3 clusters
  Score: Raw -200738.736769 + Penalty 2495.305638 = -198243.431132
  nChanged 35
		SP:Iteration 10Q (159156.430000 sec): 3 clusters
  Score: Raw -200769.513076 + Penalty 2495.305638 = -198274.207438
  nChanged 25
		SP:Iteration 11Q (159156.580000 sec): 3 clusters
  Score: Raw -200788.167205 + Penalty 2495.305638 = -198292.861567
  nChanged 21
		SP:Iteration 12Q (159156.740000 sec): 3 clusters
  Score: Raw -200802.756189 + Penalty 2495.305638 = -198307.450551
  nChanged 17
		SP:Iteration 13Q (159156.900000 sec): 3 clusters
  Score: Raw -200818.064558 + Penalty 2495.305638 = -198322.758920
  nChanged 16
		SP:Iteration 14Q (159157.060000 sec): 3 clusters
  Score: Raw -200830.992889 + Penalty 2495.305638 = -198335.687251
  nChanged 13
		SP:Iteration 15Q (159157.220000 sec): 3 clusters
  Score: Raw -200836.891049 + Penalty 2495.305638 = -198341.585412
  nChanged 11
		SP:Iteration 16Q (159157.380000 sec): 3 clusters
  Score: Raw -200842.602654 + Penalty 2495.305638 = -198347.297016
  nChanged 10
		SP:Iteration 17Q (159157.540000 sec): 3 clusters
  Score: Raw -200847.948394 + Penalty 2495.305638 = -198352.642757
  nChanged 9
		SP:Iteration 18Q (159157.720000 sec): 3 clusters
  Score: Raw -200853.206168 + Penalty 2495.305638 = -198357.900531
  nChanged 7
		SP:Iteration 19Q (159157.870000 sec): 3 clusters
  Score: Raw -200856.689162 + Penalty 2495.305638 = -198361.383525
  nChanged 4
		SP:Iteration 20F (159158.030000 sec): 3 clusters
  Score: Raw -200859.773099 + Penalty 2495.305638 = -198364.467462
  nChanged 3
		SP:Iteration 21Q (159158.180000 sec): 3 clusters
  Score: Raw -200861.509947 + Penalty 2495.305638 = -198366.204309
  nChanged 1
		SP:Iteration 22Q (159158.340000 sec): 3 clusters
  Score: Raw -200862.193070 + Penalty 2495.305638 = -198366.887433
  nChanged 2
		SP:Iteration 23Q (159158.500000 sec): 3 clusters
  Score: Raw -200863.193755 + Penalty 2495.305638 = -198367.888117
  nChanged 1
		SP:Iteration 24Q (159158.650000 sec): 3 clusters
  Score: Raw -200864.324438 + Penalty 2495.305638 = -198369.018800
  nChanged 1
		SP:Iteration 25Q (159158.810000 sec): 3 clusters
  Score: Raw -200864.687578 + Penalty 2495.305638 = -198369.381940
  nChanged 1
		SP:Iteration 26Q (159158.960000 sec): 3 clusters
  Score: Raw -200865.578133 + Penalty 2495.305638 = -198370.272496
  nChanged 3
		SP:Iteration 27Q (159159.120000 sec): 3 clusters
  Score: Raw -200867.113344 + Penalty 2495.305638 = -198371.807706
  nChanged 2
		SP:Iteration 28Q (159159.280000 sec): 3 clusters
  Score: Raw -200868.463437 + Penalty 2495.305638 = -198373.157799
  nChanged 0
		SP:Iteration 29F (159159.450000 sec): 3 clusters
  Score: Raw -200868.463437 + Penalty 2495.305638 = -198373.157799
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (4605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159159.530000 sec): 2 clusters
  Score: Raw -451592.998527 + Penalty 1370.670917 = -450222.327611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159159.680000 sec): 3 clusters
  Score: Raw -449290.094903 + Penalty 2741.341833 = -446548.753070
  nChanged 1896
		SP:Iteration 1F (159159.840000 sec): 3 clusters
  Score: Raw -450669.586835 + Penalty 2741.341833 = -447928.245002
  nChanged 457
		SP:Iteration 2F (159159.990000 sec): 3 clusters
  Score: Raw -451119.946705 + Penalty 2741.341833 = -448378.604871
  nChanged 365
		SP:Iteration 3F (159160.150000 sec): 3 clusters
  Score: Raw -451394.528675 + Penalty 2741.341833 = -448653.186842
  nChanged 243
		SP:Iteration 4F (159160.310000 sec): 3 clusters
  Score: Raw -451571.399257 + Penalty 2741.341833 = -448830.057423
  nChanged 178
		SP:Iteration 5Q (159160.460000 sec): 3 clusters
  Score: Raw -451687.200716 + Penalty 2741.341833 = -448945.858883
  nChanged 120
		SP:Iteration 6Q (159160.630000 sec): 3 clusters
  Score: Raw -451755.267363 + Penalty 2741.341833 = -449013.925530
  nChanged 93
		SP:Iteration 7Q (159160.770000 sec): 3 clusters
  Score: Raw -451800.269657 + Penalty 2741.341833 = -449058.927824
  nChanged 78
		SP:Iteration 8Q (159160.930000 sec): 3 clusters
  Score: Raw -451839.110211 + Penalty 2741.341833 = -449097.768377
  nChanged 57
		SP:Iteration 9Q (159161.080000 sec): 3 clusters
  Score: Raw -451866.602942 + Penalty 2741.341833 = -449125.261109
  nChanged 58
		SP:Iteration 10Q (159161.230000 sec): 3 clusters
  Score: Raw -451891.868600 + Penalty 2741.341833 = -449150.526767
  nChanged 54
		SP:Iteration 11Q (159161.410000 sec): 3 clusters
  Score: Raw -451917.230709 + Penalty 2741.341833 = -449175.888876
  nChanged 49
		SP:Iteration 12Q (159161.550000 sec): 3 clusters
  Score: Raw -451942.262836 + Penalty 2741.341833 = -449200.921003
  nChanged 50
		SP:Iteration 13Q (159161.760000 sec): 3 clusters
  Score: Raw -451969.000430 + Penalty 2741.341833 = -449227.658596
  nChanged 46
		SP:Iteration 14Q (159161.890000 sec): 3 clusters
  Score: Raw -451992.275484 + Penalty 2741.341833 = -449250.933651
  nChanged 45
		SP:Iteration 15Q (159162.100000 sec): 3 clusters
  Score: Raw -452012.978597 + Penalty 2741.341833 = -449271.636764
  nChanged 50
		SP:Iteration 16Q (159162.250000 sec): 3 clusters
  Score: Raw -452037.834717 + Penalty 2741.341833 = -449296.492883
  nChanged 49
		SP:Iteration 17Q (159162.380000 sec): 3 clusters
  Score: Raw -452057.677243 + Penalty 2741.341833 = -449316.335409
  nChanged 40
		SP:Iteration 18Q (159162.540000 sec): 3 clusters
  Score: Raw -452070.756778 + Penalty 2741.341833 = -449329.414945
  nChanged 20
		SP:Iteration 19Q (159162.700000 sec): 3 clusters
  Score: Raw -452077.078641 + Penalty 2741.341833 = -449335.736808
  nChanged 28
		SP:Iteration 20F (159162.850000 sec): 3 clusters
  Score: Raw -452086.026846 + Penalty 2741.341833 = -449344.685013
  nChanged 27
		SP:Iteration 21Q (159163.020000 sec): 3 clusters
  Score: Raw -452093.584830 + Penalty 2741.341833 = -449352.242997
  nChanged 25
		SP:Iteration 22Q (159163.200000 sec): 3 clusters
  Score: Raw -452101.449352 + Penalty 2741.341833 = -449360.107519
  nChanged 26
		SP:Iteration 23Q (159163.360000 sec): 3 clusters
  Score: Raw -452109.454759 + Penalty 2741.341833 = -449368.112926
  nChanged 20
		SP:Iteration 24Q (159163.520000 sec): 3 clusters
  Score: Raw -452115.761671 + Penalty 2741.341833 = -449374.419838
  nChanged 21
		SP:Iteration 25Q (159163.700000 sec): 3 clusters
  Score: Raw -452123.844958 + Penalty 2741.341833 = -449382.503125
  nChanged 28
		SP:Iteration 26Q (159163.870000 sec): 3 clusters
  Score: Raw -452132.180215 + Penalty 2741.341833 = -449390.838382
  nChanged 22
		SP:Iteration 27Q (159164.030000 sec): 3 clusters
  Score: Raw -452138.130449 + Penalty 2741.341833 = -449396.788616
  nChanged 16
		SP:Iteration 28Q (159164.190000 sec): 3 clusters
  Score: Raw -452142.215205 + Penalty 2741.341833 = -449400.873372
  nChanged 10
		SP:Iteration 29Q (159164.340000 sec): 3 clusters
  Score: Raw -452144.740320 + Penalty 2741.341833 = -449403.398487
  nChanged 12
		SP:Iteration 30Q (159164.490000 sec): 3 clusters
  Score: Raw -452147.905735 + Penalty 2741.341833 = -449406.563902
  nChanged 8
		SP:Iteration 31Q (159164.650000 sec): 3 clusters
  Score: Raw -452150.843175 + Penalty 2741.341833 = -449409.501341
  nChanged 15
		SP:Iteration 32Q (159164.810000 sec): 3 clusters
  Score: Raw -452155.784925 + Penalty 2741.341833 = -449414.443092
  nChanged 11
		SP:Iteration 33Q (159164.960000 sec): 3 clusters
  Score: Raw -452160.641385 + Penalty 2741.341833 = -449419.299552
  nChanged 23
		SP:Iteration 34Q (159165.120000 sec): 3 clusters
  Score: Raw -452171.169992 + Penalty 2741.341833 = -449429.828159
  nChanged 21
		SP:Iteration 35Q (159165.270000 sec): 3 clusters
  Score: Raw -452180.260678 + Penalty 2741.341833 = -449438.918845
  nChanged 21
		SP:Iteration 36Q (159165.430000 sec): 3 clusters
  Score: Raw -452187.183535 + Penalty 2741.341833 = -449445.841702
  nChanged 24
		SP:Iteration 37Q (159165.580000 sec): 3 clusters
  Score: Raw -452194.426111 + Penalty 2741.341833 = -449453.084277
  nChanged 24
		SP:Iteration 38Q (159165.740000 sec): 3 clusters
  Score: Raw -452200.816684 + Penalty 2741.341833 = -449459.474850
  nChanged 19
		SP:Iteration 39Q (159165.890000 sec): 3 clusters
  Score: Raw -452205.874830 + Penalty 2741.341833 = -449464.532997
  nChanged 18
		SP:Iteration 40F (159166.050000 sec): 3 clusters
  Score: Raw -452210.297657 + Penalty 2741.341833 = -449468.955824
  nChanged 11
		SP:Iteration 41Q (159166.210000 sec): 3 clusters
  Score: Raw -452212.988363 + Penalty 2741.341833 = -449471.646530
  nChanged 9
		SP:Iteration 42Q (159166.360000 sec): 3 clusters
  Score: Raw -452215.605071 + Penalty 2741.341833 = -449474.263238
  nChanged 9
		SP:Iteration 43Q (159166.510000 sec): 3 clusters
  Score: Raw -452217.858527 + Penalty 2741.341833 = -449476.516694
  nChanged 7
		SP:Iteration 44Q (159166.670000 sec): 3 clusters
  Score: Raw -452219.837958 + Penalty 2741.341833 = -449478.496125
  nChanged 13
		SP:Iteration 45Q (159166.830000 sec): 3 clusters
  Score: Raw -452223.110056 + Penalty 2741.341833 = -449481.768222
  nChanged 9
		SP:Iteration 46Q (159166.980000 sec): 3 clusters
  Score: Raw -452225.491129 + Penalty 2741.341833 = -449484.149296
  nChanged 12
		SP:Iteration 47Q (159167.140000 sec): 3 clusters
  Score: Raw -452228.244822 + Penalty 2741.341833 = -449486.902988
  nChanged 12
		SP:Iteration 48Q (159167.300000 sec): 3 clusters
  Score: Raw -452231.103162 + Penalty 2741.341833 = -449489.761329
  nChanged 12
		SP:Iteration 49Q (159167.450000 sec): 3 clusters
  Score: Raw -452233.748482 + Penalty 2741.341833 = -449492.406649
  nChanged 9
		SP:Iteration 50Q (159167.610000 sec): 3 clusters
  Score: Raw -452235.999549 + Penalty 2741.341833 = -449494.657715
  nChanged 6
		SP:Iteration 51Q (159167.760000 sec): 3 clusters
  Score: Raw -452237.247977 + Penalty 2741.341833 = -449495.906144
  nChanged 6
		SP:Iteration 52Q (159167.920000 sec): 3 clusters
  Score: Raw -452238.402828 + Penalty 2741.341833 = -449497.060994
  nChanged 7
		SP:Iteration 53Q (159168.070000 sec): 3 clusters
  Score: Raw -452239.770709 + Penalty 2741.341833 = -449498.428876
  nChanged 6
		SP:Iteration 54Q (159168.230000 sec): 3 clusters
  Score: Raw -452241.599843 + Penalty 2741.341833 = -449500.258010
  nChanged 8
		SP:Iteration 55Q (159168.380000 sec): 3 clusters
  Score: Raw -452243.402464 + Penalty 2741.341833 = -449502.060630
  nChanged 8
		SP:Iteration 56Q (159168.540000 sec): 3 clusters
  Score: Raw -452246.286005 + Penalty 2741.341833 = -449504.944172
  nChanged 8
		SP:Iteration 57Q (159168.690000 sec): 3 clusters
  Score: Raw -452248.768067 + Penalty 2741.341833 = -449507.426233
  nChanged 8
		SP:Iteration 58Q (159168.850000 sec): 3 clusters
  Score: Raw -452250.824757 + Penalty 2741.341833 = -449509.482923
  nChanged 4
		SP:Iteration 59Q (159169.010000 sec): 3 clusters
  Score: Raw -452251.681393 + Penalty 2741.341833 = -449510.339560
  nChanged 6
		SP:Iteration 60F (159169.200000 sec): 3 clusters
  Score: Raw -452252.958860 + Penalty 2741.341833 = -449511.617027
  nChanged 8
		SP:Iteration 61Q (159169.350000 sec): 3 clusters
  Score: Raw -452254.921728 + Penalty 2741.341833 = -449513.579895
  nChanged 9
		SP:Iteration 62Q (159169.510000 sec): 3 clusters
  Score: Raw -452258.812573 + Penalty 2741.341833 = -449517.470740
  nChanged 13
		SP:Iteration 63Q (159169.660000 sec): 3 clusters
  Score: Raw -452262.867395 + Penalty 2741.341833 = -449521.525562
  nChanged 12
		SP:Iteration 64Q (159169.820000 sec): 3 clusters
  Score: Raw -452266.725069 + Penalty 2741.341833 = -449525.383236
  nChanged 9
		SP:Iteration 65Q (159169.970000 sec): 3 clusters
  Score: Raw -452269.250327 + Penalty 2741.341833 = -449527.908494
  nChanged 14
		SP:Iteration 66Q (159170.140000 sec): 3 clusters
  Score: Raw -452273.519807 + Penalty 2741.341833 = -449532.177974
  nChanged 15
		SP:Iteration 67Q (159170.290000 sec): 3 clusters
  Score: Raw -452278.335197 + Penalty 2741.341833 = -449536.993364
  nChanged 18
		SP:Iteration 68Q (159170.440000 sec): 3 clusters
  Score: Raw -452284.319208 + Penalty 2741.341833 = -449542.977375
  nChanged 21
		SP:Iteration 69Q (159170.600000 sec): 3 clusters
  Score: Raw -452290.827220 + Penalty 2741.341833 = -449549.485386
  nChanged 16
		SP:Iteration 70Q (159170.760000 sec): 3 clusters
  Score: Raw -452296.119804 + Penalty 2741.341833 = -449554.777971
  nChanged 23
		SP:Iteration 71Q (159170.930000 sec): 3 clusters
  Score: Raw -452304.470247 + Penalty 2741.341833 = -449563.128413
  nChanged 21
		SP:Iteration 72Q (159171.100000 sec): 3 clusters
  Score: Raw -452309.449585 + Penalty 2741.341833 = -449568.107752
  nChanged 10
		SP:Iteration 73Q (159171.260000 sec): 3 clusters
  Score: Raw -452311.868496 + Penalty 2741.341833 = -449570.526662
  nChanged 9
		SP:Iteration 74Q (159171.420000 sec): 3 clusters
  Score: Raw -452314.675228 + Penalty 2741.341833 = -449573.333394
  nChanged 10
		SP:Iteration 75Q (159171.570000 sec): 3 clusters
  Score: Raw -452318.824468 + Penalty 2741.341833 = -449577.482634
  nChanged 15
		SP:Iteration 76Q (159171.720000 sec): 3 clusters
  Score: Raw -452324.896653 + Penalty 2741.341833 = -449583.554820
  nChanged 11
		SP:Iteration 77Q (159171.880000 sec): 3 clusters
  Score: Raw -452328.419160 + Penalty 2741.341833 = -449587.077326
  nChanged 15
		SP:Iteration 78Q (159172.040000 sec): 3 clusters
  Score: Raw -452333.747871 + Penalty 2741.341833 = -449592.406037
  nChanged 12
		SP:Iteration 79Q (159172.190000 sec): 3 clusters
  Score: Raw -452337.193670 + Penalty 2741.341833 = -449595.851836
  nChanged 13
		SP:Iteration 80F (159172.350000 sec): 3 clusters
  Score: Raw -452341.913506 + Penalty 2741.341833 = -449600.571673
  nChanged 15
		SP:Iteration 81Q (159172.500000 sec): 3 clusters
  Score: Raw -452345.803489 + Penalty 2741.341833 = -449604.461656
  nChanged 7
		SP:Iteration 82Q (159172.660000 sec): 3 clusters
  Score: Raw -452348.003973 + Penalty 2741.341833 = -449606.662140
  nChanged 7
		SP:Iteration 83Q (159172.820000 sec): 3 clusters
  Score: Raw -452349.767268 + Penalty 2741.341833 = -449608.425434
  nChanged 6
		SP:Iteration 84Q (159172.970000 sec): 3 clusters
  Score: Raw -452351.518010 + Penalty 2741.341833 = -449610.176177
  nChanged 8
		SP:Iteration 85Q (159173.110000 sec): 3 clusters
  Score: Raw -452354.698001 + Penalty 2741.341833 = -449613.356168
  nChanged 10
		SP:Iteration 86Q (159173.250000 sec): 3 clusters
  Score: Raw -452358.558097 + Penalty 2741.341833 = -449617.216264
  nChanged 11
		SP:Iteration 87Q (159173.390000 sec): 3 clusters
  Score: Raw -452362.126574 + Penalty 2741.341833 = -449620.784741
  nChanged 11
		SP:Iteration 88Q (159173.540000 sec): 3 clusters
  Score: Raw -452365.033495 + Penalty 2741.341833 = -449623.691662
  nChanged 11
		SP:Iteration 89Q (159173.660000 sec): 3 clusters
  Score: Raw -452368.858392 + Penalty 2741.341833 = -449627.516558
  nChanged 10
		SP:Iteration 90Q (159173.810000 sec): 3 clusters
  Score: Raw -452371.713475 + Penalty 2741.341833 = -449630.371641
  nChanged 8
		SP:Iteration 91Q (159173.950000 sec): 3 clusters
  Score: Raw -452373.835681 + Penalty 2741.341833 = -449632.493848
  nChanged 6
		SP:Iteration 92Q (159174.090000 sec): 3 clusters
  Score: Raw -452375.640947 + Penalty 2741.341833 = -449634.299113
  nChanged 6
		SP:Iteration 93Q (159174.240000 sec): 3 clusters
  Score: Raw -452377.011251 + Penalty 2741.341833 = -449635.669417
  nChanged 4
		SP:Iteration 94Q (159174.380000 sec): 3 clusters
  Score: Raw -452377.954739 + Penalty 2741.341833 = -449636.612906
  nChanged 5
		SP:Iteration 95Q (159174.520000 sec): 3 clusters
  Score: Raw -452379.075693 + Penalty 2741.341833 = -449637.733860
  nChanged 2
		SP:Iteration 96Q (159174.660000 sec): 3 clusters
  Score: Raw -452379.478617 + Penalty 2741.341833 = -449638.136783
  nChanged 2
		SP:Iteration 97Q (159174.810000 sec): 3 clusters
  Score: Raw -452379.792128 + Penalty 2741.341833 = -449638.450295
  nChanged 0
		SP:Iteration 98F (159174.960000 sec): 3 clusters
  Score: Raw -452379.792128 + Penalty 2741.341833 = -449638.450295
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159175.040000 sec): 2 clusters
  Score: Raw -74047.324167 + Penalty 1114.516818 = -72932.807349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159175.190000 sec): 3 clusters
  Score: Raw -73793.094015 + Penalty 2229.033636 = -71564.060379
  nChanged 298
		SP:Iteration 1F (159175.350000 sec): 3 clusters
  Score: Raw -74198.184167 + Penalty 2229.033636 = -71969.150531
  nChanged 88
		SP:Iteration 2F (159175.500000 sec): 3 clusters
  Score: Raw -74334.043905 + Penalty 2229.033636 = -72105.010268
  nChanged 60
		SP:Iteration 3F (159175.660000 sec): 3 clusters
  Score: Raw -74437.793666 + Penalty 2229.033636 = -72208.760030
  nChanged 50
		SP:Iteration 4F (159175.820000 sec): 3 clusters
  Score: Raw -74513.367157 + Penalty 2229.033636 = -72284.333520
  nChanged 31
		SP:Iteration 5Q (159175.970000 sec): 3 clusters
  Score: Raw -74563.938026 + Penalty 2229.033636 = -72334.904389
  nChanged 16
		SP:Iteration 6Q (159176.130000 sec): 3 clusters
  Score: Raw -74589.079420 + Penalty 2229.033636 = -72360.045784
  nChanged 19
		SP:Iteration 7Q (159176.280000 sec): 3 clusters
  Score: Raw -74612.252733 + Penalty 2229.033636 = -72383.219096
  nChanged 10
		SP:Iteration 8Q (159176.440000 sec): 3 clusters
  Score: Raw -74624.749172 + Penalty 2229.033636 = -72395.715535
  nChanged 7
		SP:Iteration 9Q (159176.590000 sec): 3 clusters
  Score: Raw -74633.466353 + Penalty 2229.033636 = -72404.432717
  nChanged 4
		SP:Iteration 10Q (159176.750000 sec): 3 clusters
  Score: Raw -74638.378406 + Penalty 2229.033636 = -72409.344770
  nChanged 3
		SP:Iteration 11Q (159176.900000 sec): 3 clusters
  Score: Raw -74641.150143 + Penalty 2229.033636 = -72412.116507
  nChanged 4
		SP:Iteration 12Q (159177.120000 sec): 3 clusters
  Score: Raw -74642.847158 + Penalty 2229.033636 = -72413.813521
  nChanged 0
		SP:Iteration 13F (159177.260000 sec): 3 clusters
  Score: Raw -74642.847158 + Penalty 2229.033636 = -72413.813521
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159177.360000 sec): 2 clusters
  Score: Raw -239328.444820 + Penalty 1314.291478 = -238014.153342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159177.480000 sec): 3 clusters
  Score: Raw -237813.044819 + Penalty 2628.582955 = -235184.461864
  nChanged 1243
		SP:Iteration 1F (159177.630000 sec): 3 clusters
  Score: Raw -238744.665039 + Penalty 2628.582955 = -236116.082083
  nChanged 307
		SP:Iteration 2F (159177.770000 sec): 3 clusters
  Score: Raw -239001.300671 + Penalty 2628.582955 = -236372.717716
  nChanged 195
		SP:Iteration 3F (159177.920000 sec): 3 clusters
  Score: Raw -239166.083335 + Penalty 2628.582955 = -236537.500380
  nChanged 167
		SP:Iteration 4F (159178.070000 sec): 3 clusters
  Score: Raw -239298.355440 + Penalty 2628.582955 = -236669.772485
  nChanged 144
		SP:Iteration 5Q (159178.220000 sec): 3 clusters
  Score: Raw -239414.753093 + Penalty 2628.582955 = -236786.170138
  nChanged 119
		SP:Iteration 6Q (159178.380000 sec): 3 clusters
  Score: Raw -239501.470925 + Penalty 2628.582955 = -236872.887969
  nChanged 97
		SP:Iteration 7Q (159178.540000 sec): 3 clusters
  Score: Raw -239583.241928 + Penalty 2628.582955 = -236954.658973
  nChanged 99
		SP:Iteration 8Q (159178.700000 sec): 3 clusters
  Score: Raw -239666.749127 + Penalty 2628.582955 = -237038.166172
  nChanged 100
		SP:Iteration 9Q (159178.860000 sec): 3 clusters
  Score: Raw -239730.762512 + Penalty 2628.582955 = -237102.179556
  nChanged 80
		SP:Iteration 10Q (159179.010000 sec): 3 clusters
  Score: Raw -239767.565327 + Penalty 2628.582955 = -237138.982372
  nChanged 48
		SP:Iteration 11Q (159179.170000 sec): 3 clusters
  Score: Raw -239792.391489 + Penalty 2628.582955 = -237163.808534
  nChanged 38
		SP:Iteration 12Q (159179.330000 sec): 3 clusters
  Score: Raw -239811.259197 + Penalty 2628.582955 = -237182.676242
  nChanged 31
		SP:Iteration 13Q (159179.490000 sec): 3 clusters
  Score: Raw -239829.228356 + Penalty 2628.582955 = -237200.645401
  nChanged 26
		SP:Iteration 14Q (159179.650000 sec): 3 clusters
  Score: Raw -239841.606323 + Penalty 2628.582955 = -237213.023368
  nChanged 25
		SP:Iteration 15Q (159179.810000 sec): 3 clusters
  Score: Raw -239852.262892 + Penalty 2628.582955 = -237223.679937
  nChanged 22
		SP:Iteration 16Q (159179.980000 sec): 3 clusters
  Score: Raw -239862.092302 + Penalty 2628.582955 = -237233.509347
  nChanged 14
		SP:Iteration 17Q (159180.130000 sec): 3 clusters
  Score: Raw -239868.526118 + Penalty 2628.582955 = -237239.943162
  nChanged 16
		SP:Iteration 18Q (159180.290000 sec): 3 clusters
  Score: Raw -239873.754416 + Penalty 2628.582955 = -237245.171461
  nChanged 11
		SP:Iteration 19Q (159180.450000 sec): 3 clusters
  Score: Raw -239877.619115 + Penalty 2628.582955 = -237249.036160
  nChanged 9
		SP:Iteration 20F (159180.620000 sec): 3 clusters
  Score: Raw -239880.914488 + Penalty 2628.582955 = -237252.331533
  nChanged 9
		SP:Iteration 21Q (159180.810000 sec): 3 clusters
  Score: Raw -239883.715760 + Penalty 2628.582955 = -237255.132805
  nChanged 10
		SP:Iteration 22Q (159180.970000 sec): 3 clusters
  Score: Raw -239887.746732 + Penalty 2628.582955 = -237259.163777
  nChanged 7
		SP:Iteration 23Q (159181.130000 sec): 3 clusters
  Score: Raw -239890.454233 + Penalty 2628.582955 = -237261.871278
  nChanged 9
		SP:Iteration 24Q (159181.290000 sec): 3 clusters
  Score: Raw -239895.134973 + Penalty 2628.582955 = -237266.552018
  nChanged 8
		SP:Iteration 25Q (159181.450000 sec): 3 clusters
  Score: Raw -239898.964009 + Penalty 2628.582955 = -237270.381054
  nChanged 6
		SP:Iteration 26Q (159181.610000 sec): 3 clusters
  Score: Raw -239901.311581 + Penalty 2628.582955 = -237272.728625
  nChanged 3
		SP:Iteration 27Q (159181.760000 sec): 3 clusters
  Score: Raw -239902.522858 + Penalty 2628.582955 = -237273.939902
  nChanged 4
		SP:Iteration 28Q (159181.910000 sec): 3 clusters
  Score: Raw -239903.292094 + Penalty 2628.582955 = -237274.709139
  nChanged 2
		SP:Iteration 29Q (159182.050000 sec): 3 clusters
  Score: Raw -239904.087771 + Penalty 2628.582955 = -237275.504816
  nChanged 3
		SP:Iteration 30Q (159182.200000 sec): 3 clusters
  Score: Raw -239905.284608 + Penalty 2628.582955 = -237276.701653
  nChanged 3
		SP:Iteration 31Q (159182.340000 sec): 3 clusters
  Score: Raw -239906.755255 + Penalty 2628.582955 = -237278.172300
  nChanged 6
		SP:Iteration 32Q (159182.480000 sec): 3 clusters
  Score: Raw -239909.295588 + Penalty 2628.582955 = -237280.712633
  nChanged 4
		SP:Iteration 33Q (159182.640000 sec): 3 clusters
  Score: Raw -239910.670199 + Penalty 2628.582955 = -237282.087244
  nChanged 2
		SP:Iteration 34Q (159182.800000 sec): 3 clusters
  Score: Raw -239911.467197 + Penalty 2628.582955 = -237282.884241
  nChanged 4
		SP:Iteration 35Q (159182.990000 sec): 3 clusters
  Score: Raw -239912.311734 + Penalty 2628.582955 = -237283.728779
  nChanged 5
		SP:Iteration 36Q (159183.130000 sec): 3 clusters
  Score: Raw -239914.301869 + Penalty 2628.582955 = -237285.718913
  nChanged 4
		SP:Iteration 37Q (159183.270000 sec): 3 clusters
  Score: Raw -239915.029686 + Penalty 2628.582955 = -237286.446731
  nChanged 0
		SP:Iteration 38F (159183.410000 sec): 3 clusters
  Score: Raw -239915.029686 + Penalty 2628.582955 = -237286.446731
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (1851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159183.540000 sec): 2 clusters
  Score: Raw -157770.343601 + Penalty 1222.565713 = -156547.777888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159183.650000 sec): 3 clusters
  Score: Raw -156961.598105 + Penalty 2445.131427 = -154516.466678
  nChanged 645
		SP:Iteration 1F (159183.800000 sec): 3 clusters
  Score: Raw -157449.599555 + Penalty 2445.131427 = -155004.468128
  nChanged 166
		SP:Iteration 2F (159183.940000 sec): 3 clusters
  Score: Raw -157604.272644 + Penalty 2445.131427 = -155159.141217
  nChanged 109
		SP:Iteration 3F (159184.090000 sec): 3 clusters
  Score: Raw -157700.093755 + Penalty 2445.131427 = -155254.962329
  nChanged 79
		SP:Iteration 4Q (159184.230000 sec): 3 clusters
  Score: Raw -157759.977785 + Penalty 2445.131427 = -155314.846359
  nChanged 65
		SP:Iteration 5Q (159184.380000 sec): 3 clusters
  Score: Raw -157811.044440 + Penalty 2445.131427 = -155365.913013
  nChanged 42
		SP:Iteration 6Q (159184.520000 sec): 3 clusters
  Score: Raw -157840.507733 + Penalty 2445.131427 = -155395.376306
  nChanged 27
		SP:Iteration 7Q (159184.660000 sec): 3 clusters
  Score: Raw -157860.233584 + Penalty 2445.131427 = -155415.102158
  nChanged 18
		SP:Iteration 8Q (159184.800000 sec): 3 clusters
  Score: Raw -157876.020167 + Penalty 2445.131427 = -155430.888741
  nChanged 20
		SP:Iteration 9Q (159184.950000 sec): 3 clusters
  Score: Raw -157886.982036 + Penalty 2445.131427 = -155441.850609
  nChanged 11
		SP:Iteration 10Q (159185.090000 sec): 3 clusters
  Score: Raw -157895.218002 + Penalty 2445.131427 = -155450.086576
  nChanged 13
		SP:Iteration 11Q (159185.230000 sec): 3 clusters
  Score: Raw -157905.834445 + Penalty 2445.131427 = -155460.703018
  nChanged 14
		SP:Iteration 12Q (159185.380000 sec): 3 clusters
  Score: Raw -157918.838560 + Penalty 2445.131427 = -155473.707133
  nChanged 19
		SP:Iteration 13Q (159185.530000 sec): 3 clusters
  Score: Raw -157929.219518 + Penalty 2445.131427 = -155484.088091
  nChanged 13
		SP:Iteration 14Q (159185.670000 sec): 3 clusters
  Score: Raw -157939.656461 + Penalty 2445.131427 = -155494.525035
  nChanged 16
		SP:Iteration 15Q (159185.820000 sec): 3 clusters
  Score: Raw -157953.993607 + Penalty 2445.131427 = -155508.862181
  nChanged 17
		SP:Iteration 16Q (159185.960000 sec): 3 clusters
  Score: Raw -157963.925659 + Penalty 2445.131427 = -155518.794233
  nChanged 11
		SP:Iteration 17Q (159186.100000 sec): 3 clusters
  Score: Raw -157970.663470 + Penalty 2445.131427 = -155525.532043
  nChanged 14
		SP:Iteration 18Q (159186.250000 sec): 3 clusters
  Score: Raw -157979.768621 + Penalty 2445.131427 = -155534.637194
  nChanged 9
		SP:Iteration 19Q (159186.430000 sec): 3 clusters
  Score: Raw -157990.554448 + Penalty 2445.131427 = -155545.423022
  nChanged 18
		SP:Iteration 20F (159186.580000 sec): 3 clusters
  Score: Raw -158004.446024 + Penalty 2445.131427 = -155559.314597
  nChanged 16
		SP:Iteration 21Q (159186.710000 sec): 3 clusters
  Score: Raw -158011.623655 + Penalty 2445.131427 = -155566.492228
  nChanged 10
		SP:Iteration 22Q (159186.870000 sec): 3 clusters
  Score: Raw -158017.419691 + Penalty 2445.131427 = -155572.288264
  nChanged 9
		SP:Iteration 23Q (159187.040000 sec): 3 clusters
  Score: Raw -158021.610125 + Penalty 2445.131427 = -155576.478698
  nChanged 7
		SP:Iteration 24Q (159187.190000 sec): 3 clusters
  Score: Raw -158024.221905 + Penalty 2445.131427 = -155579.090478
  nChanged 4
		SP:Iteration 25Q (159187.350000 sec): 3 clusters
  Score: Raw -158025.884400 + Penalty 2445.131427 = -155580.752974
  nChanged 3
		SP:Iteration 26Q (159187.520000 sec): 3 clusters
  Score: Raw -158027.799692 + Penalty 2445.131427 = -155582.668266
  nChanged 4
		SP:Iteration 27Q (159187.670000 sec): 3 clusters
  Score: Raw -158030.127653 + Penalty 2445.131427 = -155584.996226
  nChanged 2
		SP:Iteration 28Q (159187.830000 sec): 3 clusters
  Score: Raw -158031.166142 + Penalty 2445.131427 = -155586.034715
  nChanged 2
		SP:Iteration 29Q (159188.030000 sec): 3 clusters
  Score: Raw -158031.954142 + Penalty 2445.131427 = -155586.822715
  nChanged 2
		SP:Iteration 30Q (159188.180000 sec): 3 clusters
  Score: Raw -158034.273759 + Penalty 2445.131427 = -155589.142332
  nChanged 1
		SP:Iteration 31Q (159188.330000 sec): 3 clusters
  Score: Raw -158034.670865 + Penalty 2445.131427 = -155589.539438
  nChanged 0
		SP:Iteration 32F (159188.480000 sec): 3 clusters
  Score: Raw -158034.670865 + Penalty 2445.131427 = -155589.539438
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159188.570000 sec): 2 clusters
  Score: Raw -477584.947769 + Penalty 1373.018160 = -476211.929609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159188.700000 sec): 3 clusters
  Score: Raw -475141.543243 + Penalty 2746.036320 = -472395.506923
  nChanged 1897
		SP:Iteration 1F (159188.860000 sec): 3 clusters
  Score: Raw -476161.676675 + Penalty 2746.036320 = -473415.640355
  nChanged 324
		SP:Iteration 2F (159189.020000 sec): 3 clusters
  Score: Raw -476348.079845 + Penalty 2746.036320 = -473602.043524
  nChanged 240
		SP:Iteration 3F (159189.180000 sec): 3 clusters
  Score: Raw -476460.889115 + Penalty 2746.036320 = -473714.852795
  nChanged 185
		SP:Iteration 4Q (159189.340000 sec): 3 clusters
  Score: Raw -476550.400448 + Penalty 2746.036320 = -473804.364128
  nChanged 150
		SP:Iteration 5Q (159189.500000 sec): 3 clusters
  Score: Raw -476628.585474 + Penalty 2746.036320 = -473882.549154
  nChanged 144
		SP:Iteration 6Q (159189.660000 sec): 3 clusters
  Score: Raw -476706.663378 + Penalty 2746.036320 = -473960.627057
  nChanged 142
		SP:Iteration 7Q (159189.840000 sec): 3 clusters
  Score: Raw -476789.116343 + Penalty 2746.036320 = -474043.080023
  nChanged 108
		SP:Iteration 8Q (159189.990000 sec): 3 clusters
  Score: Raw -476860.380794 + Penalty 2746.036320 = -474114.344473
  nChanged 121
		SP:Iteration 9Q (159190.150000 sec): 3 clusters
  Score: Raw -476938.517346 + Penalty 2746.036320 = -474192.481025
  nChanged 115
		SP:Iteration 10Q (159190.330000 sec): 3 clusters
  Score: Raw -477013.508265 + Penalty 2746.036320 = -474267.471945
  nChanged 115
		SP:Iteration 11Q (159190.500000 sec): 3 clusters
  Score: Raw -477089.117207 + Penalty 2746.036320 = -474343.080887
  nChanged 109
		SP:Iteration 12Q (159190.650000 sec): 3 clusters
  Score: Raw -477155.285424 + Penalty 2746.036320 = -474409.249103
  nChanged 102
		SP:Iteration 13Q (159190.810000 sec): 3 clusters
  Score: Raw -477226.442191 + Penalty 2746.036320 = -474480.405870
  nChanged 85
		SP:Iteration 14Q (159190.960000 sec): 3 clusters
  Score: Raw -477284.837419 + Penalty 2746.036320 = -474538.801099
  nChanged 93
		SP:Iteration 15Q (159191.110000 sec): 3 clusters
  Score: Raw -477348.287599 + Penalty 2746.036320 = -474602.251278
  nChanged 80
		SP:Iteration 16Q (159191.270000 sec): 3 clusters
  Score: Raw -477408.192571 + Penalty 2746.036320 = -474662.156251
  nChanged 71
		SP:Iteration 17Q (159191.450000 sec): 3 clusters
  Score: Raw -477453.681397 + Penalty 2746.036320 = -474707.645076
  nChanged 65
		SP:Iteration 18Q (159191.570000 sec): 3 clusters
  Score: Raw -477505.017344 + Penalty 2746.036320 = -474758.981024
  nChanged 59
		SP:Iteration 19Q (159191.720000 sec): 3 clusters
  Score: Raw -477551.085374 + Penalty 2746.036320 = -474805.049053
  nChanged 62
		SP:Iteration 20F (159191.870000 sec): 3 clusters
  Score: Raw -477594.303230 + Penalty 2746.036320 = -474848.266909
  nChanged 45
		SP:Iteration 21Q (159192.030000 sec): 3 clusters
  Score: Raw -477618.785898 + Penalty 2746.036320 = -474872.749577
  nChanged 35
		SP:Iteration 22Q (159192.180000 sec): 3 clusters
  Score: Raw -477639.834138 + Penalty 2746.036320 = -474893.797817
  nChanged 24
		SP:Iteration 23Q (159192.340000 sec): 3 clusters
  Score: Raw -477650.671359 + Penalty 2746.036320 = -474904.635038
  nChanged 24
		SP:Iteration 24Q (159192.480000 sec): 3 clusters
  Score: Raw -477666.126086 + Penalty 2746.036320 = -474920.089766
  nChanged 25
		SP:Iteration 25Q (159192.630000 sec): 3 clusters
  Score: Raw -477682.337113 + Penalty 2746.036320 = -474936.300793
  nChanged 28
		SP:Iteration 26Q (159192.770000 sec): 3 clusters
  Score: Raw -477705.013127 + Penalty 2746.036320 = -474958.976806
  nChanged 23
		SP:Iteration 27Q (159192.920000 sec): 3 clusters
  Score: Raw -477719.535985 + Penalty 2746.036320 = -474973.499664
  nChanged 12
		SP:Iteration 28Q (159193.090000 sec): 3 clusters
  Score: Raw -477724.649557 + Penalty 2746.036320 = -474978.613237
  nChanged 8
		SP:Iteration 29Q (159193.280000 sec): 3 clusters
  Score: Raw -477728.581288 + Penalty 2746.036320 = -474982.544968
  nChanged 8
		SP:Iteration 30Q (159193.450000 sec): 3 clusters
  Score: Raw -477733.051191 + Penalty 2746.036320 = -474987.014871
  nChanged 7
		SP:Iteration 31Q (159193.610000 sec): 3 clusters
  Score: Raw -477736.976842 + Penalty 2746.036320 = -474990.940522
  nChanged 6
		SP:Iteration 32Q (159193.770000 sec): 3 clusters
  Score: Raw -477739.340044 + Penalty 2746.036320 = -474993.303724
  nChanged 6
		SP:Iteration 33Q (159193.930000 sec): 3 clusters
  Score: Raw -477743.721196 + Penalty 2746.036320 = -474997.684875
  nChanged 6
		SP:Iteration 34Q (159194.090000 sec): 3 clusters
  Score: Raw -477747.021995 + Penalty 2746.036320 = -475000.985674
  nChanged 6
		SP:Iteration 35Q (159194.240000 sec): 3 clusters
  Score: Raw -477749.247816 + Penalty 2746.036320 = -475003.211495
  nChanged 6
		SP:Iteration 36Q (159194.400000 sec): 3 clusters
  Score: Raw -477751.992208 + Penalty 2746.036320 = -475005.955888
  nChanged 5
		SP:Iteration 37Q (159194.570000 sec): 3 clusters
  Score: Raw -477754.328326 + Penalty 2746.036320 = -475008.292006
  nChanged 5
		SP:Iteration 38Q (159194.720000 sec): 3 clusters
  Score: Raw -477756.816634 + Penalty 2746.036320 = -475010.780313
  nChanged 5
		SP:Iteration 39Q (159194.880000 sec): 3 clusters
  Score: Raw -477760.171789 + Penalty 2746.036320 = -475014.135469
  nChanged 4
		SP:Iteration 40F (159195.040000 sec): 3 clusters
  Score: Raw -477762.626250 + Penalty 2746.036320 = -475016.589929
  nChanged 6
		SP:Iteration 41Q (159195.200000 sec): 3 clusters
  Score: Raw -477766.706770 + Penalty 2746.036320 = -475020.670449
  nChanged 8
		SP:Iteration 42Q (159195.360000 sec): 3 clusters
  Score: Raw -477770.815292 + Penalty 2746.036320 = -475024.778972
  nChanged 6
		SP:Iteration 43Q (159195.530000 sec): 3 clusters
  Score: Raw -477775.558584 + Penalty 2746.036320 = -475029.522264
  nChanged 6
		SP:Iteration 44Q (159195.710000 sec): 3 clusters
  Score: Raw -477779.952096 + Penalty 2746.036320 = -475033.915775
  nChanged 3
		SP:Iteration 45Q (159195.880000 sec): 3 clusters
  Score: Raw -477781.394616 + Penalty 2746.036320 = -475035.358296
  nChanged 3
		SP:Iteration 46Q (159196.110000 sec): 3 clusters
  Score: Raw -477782.620279 + Penalty 2746.036320 = -475036.583959
  nChanged 1
		SP:Iteration 47Q (159196.260000 sec): 3 clusters
  Score: Raw -477783.194513 + Penalty 2746.036320 = -475037.158193
  nChanged 1
		SP:Iteration 48Q (159196.430000 sec): 3 clusters
  Score: Raw -477783.745087 + Penalty 2746.036320 = -475037.708766
  nChanged 0
		SP:Iteration 49F (159196.610000 sec): 3 clusters
  Score: Raw -477783.745087 + Penalty 2746.036320 = -475037.708766
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (4815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159196.670000 sec): 2 clusters
  Score: Raw -346238.456651 + Penalty 1377.917340 = -344860.539311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159196.880000 sec): 3 clusters
  Score: Raw -343835.172775 + Penalty 2755.834680 = -341079.338095
  nChanged 1946
		SP:Iteration 1F (159197.040000 sec): 3 clusters
  Score: Raw -345125.070623 + Penalty 2755.834680 = -342369.235943
  nChanged 471
		SP:Iteration 2F (159197.210000 sec): 3 clusters
  Score: Raw -345492.052440 + Penalty 2755.834680 = -342736.217760
  nChanged 334
		SP:Iteration 3F (159197.390000 sec): 3 clusters
  Score: Raw -345754.682006 + Penalty 2755.834680 = -342998.847326
  nChanged 265
		SP:Iteration 4F (159197.550000 sec): 3 clusters
  Score: Raw -345930.211516 + Penalty 2755.834680 = -343174.376836
  nChanged 177
		SP:Iteration 5Q (159197.700000 sec): 3 clusters
  Score: Raw -346041.617503 + Penalty 2755.834680 = -343285.782822
  nChanged 131
		SP:Iteration 6Q (159197.840000 sec): 3 clusters
  Score: Raw -346130.682112 + Penalty 2755.834680 = -343374.847431
  nChanged 125
		SP:Iteration 7Q (159197.980000 sec): 3 clusters
  Score: Raw -346196.173910 + Penalty 2755.834680 = -343440.339230
  nChanged 85
		SP:Iteration 8Q (159198.120000 sec): 3 clusters
  Score: Raw -346240.069898 + Penalty 2755.834680 = -343484.235218
  nChanged 64
		SP:Iteration 9Q (159198.260000 sec): 3 clusters
  Score: Raw -346280.881855 + Penalty 2755.834680 = -343525.047175
  nChanged 68
		SP:Iteration 10Q (159198.400000 sec): 3 clusters
  Score: Raw -346320.421093 + Penalty 2755.834680 = -343564.586413
  nChanged 65
		SP:Iteration 11Q (159198.540000 sec): 3 clusters
  Score: Raw -346356.967250 + Penalty 2755.834680 = -343601.132570
  nChanged 64
		SP:Iteration 12Q (159198.690000 sec): 3 clusters
  Score: Raw -346390.600259 + Penalty 2755.834680 = -343634.765579
  nChanged 49
		SP:Iteration 13Q (159198.830000 sec): 3 clusters
  Score: Raw -346414.952740 + Penalty 2755.834680 = -343659.118059
  nChanged 41
		SP:Iteration 14Q (159198.980000 sec): 3 clusters
  Score: Raw -346441.738957 + Penalty 2755.834680 = -343685.904277
  nChanged 39
		SP:Iteration 15Q (159199.120000 sec): 3 clusters
  Score: Raw -346461.119964 + Penalty 2755.834680 = -343705.285284
  nChanged 45
		SP:Iteration 16Q (159199.300000 sec): 3 clusters
  Score: Raw -346478.696916 + Penalty 2755.834680 = -343722.862236
  nChanged 30
		SP:Iteration 17Q (159199.480000 sec): 3 clusters
  Score: Raw -346493.307397 + Penalty 2755.834680 = -343737.472717
  nChanged 29
		SP:Iteration 18Q (159199.650000 sec): 3 clusters
  Score: Raw -346514.474647 + Penalty 2755.834680 = -343758.639966
  nChanged 39
		SP:Iteration 19Q (159199.840000 sec): 3 clusters
  Score: Raw -346534.539559 + Penalty 2755.834680 = -343778.704878
  nChanged 32
		SP:Iteration 20F (159200.040000 sec): 3 clusters
  Score: Raw -346550.644650 + Penalty 2755.834680 = -343794.809970
  nChanged 27
		SP:Iteration 21Q (159200.210000 sec): 3 clusters
  Score: Raw -346562.621480 + Penalty 2755.834680 = -343806.786800
  nChanged 26
		SP:Iteration 22Q (159200.330000 sec): 3 clusters
  Score: Raw -346575.654462 + Penalty 2755.834680 = -343819.819781
  nChanged 21
		SP:Iteration 23Q (159200.500000 sec): 3 clusters
  Score: Raw -346588.293759 + Penalty 2755.834680 = -343832.459079
  nChanged 29
		SP:Iteration 24Q (159200.650000 sec): 3 clusters
  Score: Raw -346606.775390 + Penalty 2755.834680 = -343850.940709
  nChanged 30
		SP:Iteration 25Q (159200.810000 sec): 3 clusters
  Score: Raw -346618.505960 + Penalty 2755.834680 = -343862.671280
  nChanged 22
		SP:Iteration 26Q (159200.960000 sec): 3 clusters
  Score: Raw -346629.031767 + Penalty 2755.834680 = -343873.197086
  nChanged 23
		SP:Iteration 27Q (159201.110000 sec): 3 clusters
  Score: Raw -346639.856560 + Penalty 2755.834680 = -343884.021880
  nChanged 22
		SP:Iteration 28Q (159201.270000 sec): 3 clusters
  Score: Raw -346649.481329 + Penalty 2755.834680 = -343893.646649
  nChanged 23
		SP:Iteration 29Q (159201.450000 sec): 3 clusters
  Score: Raw -346665.093828 + Penalty 2755.834680 = -343909.259148
  nChanged 27
		SP:Iteration 30Q (159201.630000 sec): 3 clusters
  Score: Raw -346679.694012 + Penalty 2755.834680 = -343923.859331
  nChanged 26
		SP:Iteration 31Q (159201.780000 sec): 3 clusters
  Score: Raw -346698.472041 + Penalty 2755.834680 = -343942.637360
  nChanged 30
		SP:Iteration 32Q (159201.920000 sec): 3 clusters
  Score: Raw -346712.800863 + Penalty 2755.834680 = -343956.966183
  nChanged 18
		SP:Iteration 33Q (159202.080000 sec): 3 clusters
  Score: Raw -346719.071793 + Penalty 2755.834680 = -343963.237113
  nChanged 16
		SP:Iteration 34Q (159202.240000 sec): 3 clusters
  Score: Raw -346728.473047 + Penalty 2755.834680 = -343972.638367
  nChanged 15
		SP:Iteration 35Q (159202.390000 sec): 3 clusters
  Score: Raw -346738.609914 + Penalty 2755.834680 = -343982.775234
  nChanged 14
		SP:Iteration 36Q (159202.550000 sec): 3 clusters
  Score: Raw -346746.344803 + Penalty 2755.834680 = -343990.510123
  nChanged 11
		SP:Iteration 37Q (159202.710000 sec): 3 clusters
  Score: Raw -346750.628354 + Penalty 2755.834680 = -343994.793673
  nChanged 4
		SP:Iteration 38Q (159202.870000 sec): 3 clusters
  Score: Raw -346752.009013 + Penalty 2755.834680 = -343996.174333
  nChanged 4
		SP:Iteration 39Q (159203.030000 sec): 3 clusters
  Score: Raw -346753.265002 + Penalty 2755.834680 = -343997.430321
  nChanged 0
		SP:Iteration 40F (159203.210000 sec): 3 clusters
  Score: Raw -346753.265002 + Penalty 2755.834680 = -343997.430321
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (4436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159203.310000 sec): 2 clusters
  Score: Raw -305904.719503 + Penalty 1364.595107 = -304540.124396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159203.490000 sec): 3 clusters
  Score: Raw -303722.658692 + Penalty 2729.190213 = -300993.468479
  nChanged 1754
		SP:Iteration 1F (159203.660000 sec): 3 clusters
  Score: Raw -305035.168990 + Penalty 2729.190213 = -302305.978777
  nChanged 479
		SP:Iteration 2F (159203.820000 sec): 3 clusters
  Score: Raw -305574.936646 + Penalty 2729.190213 = -302845.746433
  nChanged 383
		SP:Iteration 3F (159203.980000 sec): 3 clusters
  Score: Raw -305967.016698 + Penalty 2729.190213 = -303237.826485
  nChanged 275
		SP:Iteration 4F (159204.150000 sec): 3 clusters
  Score: Raw -306168.184813 + Penalty 2729.190213 = -303438.994599
  nChanged 172
		SP:Iteration 5Q (159204.330000 sec): 3 clusters
  Score: Raw -306276.478581 + Penalty 2729.190213 = -303547.288368
  nChanged 139
		SP:Iteration 6Q (159204.520000 sec): 3 clusters
  Score: Raw -306357.189542 + Penalty 2729.190213 = -303627.999329
  nChanged 107
		SP:Iteration 7Q (159204.650000 sec): 3 clusters
  Score: Raw -306416.185737 + Penalty 2729.190213 = -303686.995524
  nChanged 85
		SP:Iteration 8Q (159204.810000 sec): 3 clusters
  Score: Raw -306459.120951 + Penalty 2729.190213 = -303729.930737
  nChanged 60
		SP:Iteration 9Q (159204.970000 sec): 3 clusters
  Score: Raw -306488.374013 + Penalty 2729.190213 = -303759.183800
  nChanged 53
		SP:Iteration 10Q (159205.130000 sec): 3 clusters
  Score: Raw -306515.634318 + Penalty 2729.190213 = -303786.444105
  nChanged 47
		SP:Iteration 11Q (159205.280000 sec): 3 clusters
  Score: Raw -306537.111950 + Penalty 2729.190213 = -303807.921737
  nChanged 42
		SP:Iteration 12Q (159205.450000 sec): 3 clusters
  Score: Raw -306559.071979 + Penalty 2729.190213 = -303829.881766
  nChanged 38
		SP:Iteration 13Q (159205.620000 sec): 3 clusters
  Score: Raw -306586.218654 + Penalty 2729.190213 = -303857.028440
  nChanged 38
		SP:Iteration 14Q (159205.770000 sec): 3 clusters
  Score: Raw -306610.308110 + Penalty 2729.190213 = -303881.117896
  nChanged 45
		SP:Iteration 15Q (159205.930000 sec): 3 clusters
  Score: Raw -306631.213516 + Penalty 2729.190213 = -303902.023303
  nChanged 42
		SP:Iteration 16Q (159206.080000 sec): 3 clusters
  Score: Raw -306647.648883 + Penalty 2729.190213 = -303918.458670
  nChanged 35
		SP:Iteration 17Q (159206.250000 sec): 3 clusters
  Score: Raw -306658.129488 + Penalty 2729.190213 = -303928.939275
  nChanged 27
		SP:Iteration 18Q (159206.410000 sec): 3 clusters
  Score: Raw -306669.809998 + Penalty 2729.190213 = -303940.619785
  nChanged 28
		SP:Iteration 19Q (159206.540000 sec): 3 clusters
  Score: Raw -306681.134256 + Penalty 2729.190213 = -303951.944042
  nChanged 20
		SP:Iteration 20F (159206.690000 sec): 3 clusters
  Score: Raw -306686.897607 + Penalty 2729.190213 = -303957.707394
  nChanged 13
		SP:Iteration 21Q (159206.830000 sec): 3 clusters
  Score: Raw -306691.548543 + Penalty 2729.190213 = -303962.358329
  nChanged 15
		SP:Iteration 22Q (159206.970000 sec): 3 clusters
  Score: Raw -306697.045599 + Penalty 2729.190213 = -303967.855385
  nChanged 12
		SP:Iteration 23Q (159207.110000 sec): 3 clusters
  Score: Raw -306700.470038 + Penalty 2729.190213 = -303971.279825
  nChanged 8
		SP:Iteration 24Q (159207.250000 sec): 3 clusters
  Score: Raw -306701.984427 + Penalty 2729.190213 = -303972.794213
  nChanged 3
		SP:Iteration 25Q (159207.390000 sec): 3 clusters
  Score: Raw -306702.731238 + Penalty 2729.190213 = -303973.541025
  nChanged 3
		SP:Iteration 26Q (159207.530000 sec): 3 clusters
  Score: Raw -306703.427286 + Penalty 2729.190213 = -303974.237073
  nChanged 2
		SP:Iteration 27Q (159207.690000 sec): 3 clusters
  Score: Raw -306703.679773 + Penalty 2729.190213 = -303974.489559
  nChanged 2
		SP:Iteration 28Q (159207.850000 sec): 3 clusters
  Score: Raw -306703.862026 + Penalty 2729.190213 = -303974.671812
  nChanged 2
		SP:Iteration 29Q (159208.010000 sec): 3 clusters
  Score: Raw -306704.221712 + Penalty 2729.190213 = -303975.031499
  nChanged 1
		SP:Iteration 30Q (159208.190000 sec): 3 clusters
  Score: Raw -306704.427739 + Penalty 2729.190213 = -303975.237526
  nChanged 1
		SP:Iteration 31Q (159208.340000 sec): 3 clusters
  Score: Raw -306704.529394 + Penalty 2729.190213 = -303975.339181
  nChanged 2
		SP:Iteration 32Q (159208.560000 sec): 3 clusters
  Score: Raw -306705.300905 + Penalty 2729.190213 = -303976.110691
  nChanged 2
		SP:Iteration 33Q (159208.690000 sec): 3 clusters
  Score: Raw -306705.803264 + Penalty 2729.190213 = -303976.613051
  nChanged 3
		SP:Iteration 34Q (159208.900000 sec): 3 clusters
  Score: Raw -306706.409344 + Penalty 2729.190213 = -303977.219131
  nChanged 2
		SP:Iteration 35Q (159209.020000 sec): 3 clusters
  Score: Raw -306706.762822 + Penalty 2729.190213 = -303977.572609
  nChanged 0
		SP:Iteration 36F (159209.210000 sec): 3 clusters
  Score: Raw -306706.762822 + Penalty 2729.190213 = -303977.572609
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (2466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159209.250000 sec): 2 clusters
  Score: Raw -207218.874132 + Penalty 1269.182311 = -205949.691821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159209.390000 sec): 3 clusters
  Score: Raw -206132.909794 + Penalty 2538.364622 = -203594.545171
  nChanged 935
		SP:Iteration 1F (159209.540000 sec): 3 clusters
  Score: Raw -206828.655177 + Penalty 2538.364622 = -204290.290555
  nChanged 196
		SP:Iteration 2F (159209.690000 sec): 3 clusters
  Score: Raw -207004.463462 + Penalty 2538.364622 = -204466.098840
  nChanged 134
		SP:Iteration 3F (159209.840000 sec): 3 clusters
  Score: Raw -207111.081457 + Penalty 2538.364622 = -204572.716835
  nChanged 113
		SP:Iteration 4Q (159209.980000 sec): 3 clusters
  Score: Raw -207207.472688 + Penalty 2538.364622 = -204669.108066
  nChanged 82
		SP:Iteration 5Q (159210.140000 sec): 3 clusters
  Score: Raw -207265.355040 + Penalty 2538.364622 = -204726.990418
  nChanged 68
		SP:Iteration 6Q (159210.330000 sec): 3 clusters
  Score: Raw -207308.998457 + Penalty 2538.364622 = -204770.633834
  nChanged 61
		SP:Iteration 7Q (159210.470000 sec): 3 clusters
  Score: Raw -207349.551756 + Penalty 2538.364622 = -204811.187134
  nChanged 44
		SP:Iteration 8Q (159210.600000 sec): 3 clusters
  Score: Raw -207380.700882 + Penalty 2538.364622 = -204842.336260
  nChanged 37
		SP:Iteration 9Q (159210.750000 sec): 3 clusters
  Score: Raw -207406.466151 + Penalty 2538.364622 = -204868.101529
  nChanged 36
		SP:Iteration 10Q (159210.910000 sec): 3 clusters
  Score: Raw -207426.690111 + Penalty 2538.364622 = -204888.325489
  nChanged 26
		SP:Iteration 11Q (159211.060000 sec): 3 clusters
  Score: Raw -207445.087390 + Penalty 2538.364622 = -204906.722768
  nChanged 23
		SP:Iteration 12Q (159211.220000 sec): 3 clusters
  Score: Raw -207464.303989 + Penalty 2538.364622 = -204925.939367
  nChanged 20
		SP:Iteration 13Q (159211.370000 sec): 3 clusters
  Score: Raw -207482.450741 + Penalty 2538.364622 = -204944.086119
  nChanged 26
		SP:Iteration 14Q (159211.520000 sec): 3 clusters
  Score: Raw -207502.263848 + Penalty 2538.364622 = -204963.899226
  nChanged 16
		SP:Iteration 15Q (159211.680000 sec): 3 clusters
  Score: Raw -207510.937342 + Penalty 2538.364622 = -204972.572719
  nChanged 12
		SP:Iteration 16Q (159211.850000 sec): 3 clusters
  Score: Raw -207517.015083 + Penalty 2538.364622 = -204978.650461
  nChanged 14
		SP:Iteration 17Q (159212.000000 sec): 3 clusters
  Score: Raw -207525.148154 + Penalty 2538.364622 = -204986.783532
  nChanged 16
		SP:Iteration 18Q (159212.170000 sec): 3 clusters
  Score: Raw -207533.897000 + Penalty 2538.364622 = -204995.532378
  nChanged 14
		SP:Iteration 19Q (159212.300000 sec): 3 clusters
  Score: Raw -207541.070479 + Penalty 2538.364622 = -205002.705857
  nChanged 9
		SP:Iteration 20F (159212.440000 sec): 3 clusters
  Score: Raw -207548.640059 + Penalty 2538.364622 = -205010.275437
  nChanged 15
		SP:Iteration 21Q (159212.590000 sec): 3 clusters
  Score: Raw -207564.910501 + Penalty 2538.364622 = -205026.545879
  nChanged 21
		SP:Iteration 22Q (159212.780000 sec): 3 clusters
  Score: Raw -207588.211467 + Penalty 2538.364622 = -205049.846845
  nChanged 27
		SP:Iteration 23Q (159212.940000 sec): 3 clusters
  Score: Raw -207611.513579 + Penalty 2538.364622 = -205073.148957
  nChanged 30
		SP:Iteration 24Q (159213.100000 sec): 3 clusters
  Score: Raw -207653.171405 + Penalty 2538.364622 = -205114.806783
  nChanged 26
		SP:Iteration 25Q (159213.260000 sec): 3 clusters
  Score: Raw -207683.781227 + Penalty 2538.364622 = -205145.416604
  nChanged 23
		SP:Iteration 26Q (159213.420000 sec): 3 clusters
  Score: Raw -207704.883371 + Penalty 2538.364622 = -205166.518749
  nChanged 22
		SP:Iteration 27Q (159213.590000 sec): 3 clusters
  Score: Raw -207723.641851 + Penalty 2538.364622 = -205185.277229
  nChanged 26
		SP:Iteration 28Q (159213.750000 sec): 3 clusters
  Score: Raw -207745.458016 + Penalty 2538.364622 = -205207.093394
  nChanged 26
		SP:Iteration 29Q (159213.900000 sec): 3 clusters
  Score: Raw -207765.828027 + Penalty 2538.364622 = -205227.463405
  nChanged 24
		SP:Iteration 30Q (159214.060000 sec): 3 clusters
  Score: Raw -207794.135263 + Penalty 2538.364622 = -205255.770641
  nChanged 38
		SP:Iteration 31Q (159214.200000 sec): 3 clusters
  Score: Raw -207832.431986 + Penalty 2538.364622 = -205294.067363
  nChanged 30
		SP:Iteration 32Q (159214.300000 sec): 3 clusters
  Score: Raw -207860.650658 + Penalty 2538.364622 = -205322.286036
  nChanged 22
		SP:Iteration 33Q (159214.390000 sec): 3 clusters
  Score: Raw -207873.586896 + Penalty 2538.364622 = -205335.222273
  nChanged 23
		SP:Iteration 34Q (159214.520000 sec): 3 clusters
  Score: Raw -207887.436856 + Penalty 2538.364622 = -205349.072234
  nChanged 28
		SP:Iteration 35Q (159214.730000 sec): 3 clusters
  Score: Raw -207910.210820 + Penalty 2538.364622 = -205371.846198
  nChanged 24
		SP:Iteration 36Q (159214.880000 sec): 3 clusters
  Score: Raw -207927.547034 + Penalty 2538.364622 = -205389.182412
  nChanged 19
		SP:Iteration 37Q (159215.070000 sec): 3 clusters
  Score: Raw -207940.562629 + Penalty 2538.364622 = -205402.198007
  nChanged 22
		SP:Iteration 38Q (159215.190000 sec): 3 clusters
  Score: Raw -207954.431885 + Penalty 2538.364622 = -205416.067262
  nChanged 15
		SP:Iteration 39Q (159215.380000 sec): 3 clusters
  Score: Raw -207961.262698 + Penalty 2538.364622 = -205422.898076
  nChanged 18
		SP:Iteration 40F (159215.540000 sec): 3 clusters
  Score: Raw -207970.544214 + Penalty 2538.364622 = -205432.179592
  nChanged 14
		SP:Iteration 41Q (159215.700000 sec): 3 clusters
  Score: Raw -207979.644991 + Penalty 2538.364622 = -205441.280369
  nChanged 17
		SP:Iteration 42Q (159215.860000 sec): 3 clusters
  Score: Raw -207995.892396 + Penalty 2538.364622 = -205457.527774
  nChanged 20
		SP:Iteration 43Q (159216.030000 sec): 3 clusters
  Score: Raw -208017.883484 + Penalty 2538.364622 = -205479.518862
  nChanged 21
		SP:Iteration 44Q (159216.190000 sec): 3 clusters
  Score: Raw -208032.735968 + Penalty 2538.364622 = -205494.371345
  nChanged 19
		SP:Iteration 45Q (159216.360000 sec): 3 clusters
  Score: Raw -208043.529780 + Penalty 2538.364622 = -205505.165158
  nChanged 16
		SP:Iteration 46Q (159216.530000 sec): 3 clusters
  Score: Raw -208053.891746 + Penalty 2538.364622 = -205515.527124
  nChanged 17
		SP:Iteration 47Q (159216.700000 sec): 3 clusters
  Score: Raw -208069.462781 + Penalty 2538.364622 = -205531.098159
  nChanged 29
		SP:Iteration 48Q (159216.900000 sec): 3 clusters
  Score: Raw -208092.132295 + Penalty 2538.364622 = -205553.767672
  nChanged 29
		SP:Iteration 49Q (159217.040000 sec): 3 clusters
  Score: Raw -208111.250819 + Penalty 2538.364622 = -205572.886197
  nChanged 21
		SP:Iteration 50Q (159217.240000 sec): 3 clusters
  Score: Raw -208123.274549 + Penalty 2538.364622 = -205584.909927
  nChanged 14
		SP:Iteration 51Q (159217.360000 sec): 3 clusters
  Score: Raw -208130.265023 + Penalty 2538.364622 = -205591.900401
  nChanged 10
		SP:Iteration 52Q (159217.470000 sec): 3 clusters
  Score: Raw -208135.347570 + Penalty 2538.364622 = -205596.982948
  nChanged 6
		SP:Iteration 53Q (159217.600000 sec): 3 clusters
  Score: Raw -208139.654967 + Penalty 2538.364622 = -205601.290345
  nChanged 7
		SP:Iteration 54Q (159217.740000 sec): 3 clusters
  Score: Raw -208146.066121 + Penalty 2538.364622 = -205607.701499
  nChanged 6
		SP:Iteration 55Q (159217.880000 sec): 3 clusters
  Score: Raw -208148.905484 + Penalty 2538.364622 = -205610.540862
  nChanged 2
		SP:Iteration 56Q (159218.030000 sec): 3 clusters
  Score: Raw -208149.979104 + Penalty 2538.364622 = -205611.614482
  nChanged 2
		SP:Iteration 57Q (159218.170000 sec): 3 clusters
  Score: Raw -208150.398578 + Penalty 2538.364622 = -205612.033956
  nChanged 1
		SP:Iteration 58Q (159218.330000 sec): 3 clusters
  Score: Raw -208150.586560 + Penalty 2538.364622 = -205612.221938
  nChanged 1
		SP:Iteration 59Q (159218.480000 sec): 3 clusters
  Score: Raw -208150.829757 + Penalty 2538.364622 = -205612.465134
  nChanged 1
		SP:Iteration 60F (159218.640000 sec): 3 clusters
  Score: Raw -208151.363973 + Penalty 2538.364622 = -205612.999351
  nChanged 2
		SP:Iteration 61Q (159218.800000 sec): 3 clusters
  Score: Raw -208152.035685 + Penalty 2538.364622 = -205613.671062
  nChanged 0
		SP:Iteration 62F (159218.960000 sec): 3 clusters
  Score: Raw -208152.035685 + Penalty 2538.364622 = -205613.671062
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (2824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159219.060000 sec): 2 clusters
  Score: Raw -216283.674599 + Penalty 1291.210310 = -214992.464289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159219.260000 sec): 3 clusters
  Score: Raw -214978.584508 + Penalty 2582.420620 = -212396.163889
  nChanged 1038
		SP:Iteration 1F (159219.430000 sec): 3 clusters
  Score: Raw -215630.539766 + Penalty 2582.420620 = -213048.119147
  nChanged 239
		SP:Iteration 2F (159219.590000 sec): 3 clusters
  Score: Raw -215812.432467 + Penalty 2582.420620 = -213230.011848
  nChanged 169
		SP:Iteration 3F (159219.750000 sec): 3 clusters
  Score: Raw -215925.620909 + Penalty 2582.420620 = -213343.200289
  nChanged 124
		SP:Iteration 4Q (159219.920000 sec): 3 clusters
  Score: Raw -216015.833983 + Penalty 2582.420620 = -213433.413363
  nChanged 111
		SP:Iteration 5Q (159220.080000 sec): 3 clusters
  Score: Raw -216102.630016 + Penalty 2582.420620 = -213520.209396
  nChanged 113
		SP:Iteration 6Q (159220.240000 sec): 3 clusters
  Score: Raw -216180.527343 + Penalty 2582.420620 = -213598.106723
  nChanged 101
		SP:Iteration 7Q (159220.400000 sec): 3 clusters
  Score: Raw -216260.162754 + Penalty 2582.420620 = -213677.742134
  nChanged 85
		SP:Iteration 8Q (159220.560000 sec): 3 clusters
  Score: Raw -216326.792530 + Penalty 2582.420620 = -213744.371910
  nChanged 81
		SP:Iteration 9Q (159220.720000 sec): 3 clusters
  Score: Raw -216383.470149 + Penalty 2582.420620 = -213801.049529
  nChanged 70
		SP:Iteration 10Q (159220.880000 sec): 3 clusters
  Score: Raw -216429.719035 + Penalty 2582.420620 = -213847.298415
  nChanged 55
		SP:Iteration 11Q (159221.040000 sec): 3 clusters
  Score: Raw -216458.572947 + Penalty 2582.420620 = -213876.152327
  nChanged 34
		SP:Iteration 12Q (159221.200000 sec): 3 clusters
  Score: Raw -216478.742894 + Penalty 2582.420620 = -213896.322274
  nChanged 38
		SP:Iteration 13Q (159221.350000 sec): 3 clusters
  Score: Raw -216500.001218 + Penalty 2582.420620 = -213917.580599
  nChanged 41
		SP:Iteration 14Q (159221.520000 sec): 3 clusters
  Score: Raw -216519.780255 + Penalty 2582.420620 = -213937.359636
  nChanged 28
		SP:Iteration 15Q (159221.680000 sec): 3 clusters
  Score: Raw -216531.147315 + Penalty 2582.420620 = -213948.726695
  nChanged 20
		SP:Iteration 16Q (159221.840000 sec): 3 clusters
  Score: Raw -216544.824645 + Penalty 2582.420620 = -213962.404025
  nChanged 23
		SP:Iteration 17Q (159221.990000 sec): 3 clusters
  Score: Raw -216558.688810 + Penalty 2582.420620 = -213976.268191
  nChanged 22
		SP:Iteration 18Q (159222.150000 sec): 3 clusters
  Score: Raw -216570.504039 + Penalty 2582.420620 = -213988.083420
  nChanged 18
		SP:Iteration 19Q (159222.310000 sec): 3 clusters
  Score: Raw -216579.170915 + Penalty 2582.420620 = -213996.750296
  nChanged 17
		SP:Iteration 20F (159222.470000 sec): 3 clusters
  Score: Raw -216588.257929 + Penalty 2582.420620 = -214005.837310
  nChanged 19
		SP:Iteration 21Q (159222.630000 sec): 3 clusters
  Score: Raw -216599.024465 + Penalty 2582.420620 = -214016.603845
  nChanged 23
		SP:Iteration 22Q (159222.780000 sec): 3 clusters
  Score: Raw -216613.777141 + Penalty 2582.420620 = -214031.356521
  nChanged 24
		SP:Iteration 23Q (159222.950000 sec): 3 clusters
  Score: Raw -216627.716278 + Penalty 2582.420620 = -214045.295658
  nChanged 23
		SP:Iteration 24Q (159223.110000 sec): 3 clusters
  Score: Raw -216644.606998 + Penalty 2582.420620 = -214062.186378
  nChanged 20
		SP:Iteration 25Q (159223.300000 sec): 3 clusters
  Score: Raw -216654.305788 + Penalty 2582.420620 = -214071.885169
  nChanged 24
		SP:Iteration 26Q (159223.450000 sec): 3 clusters
  Score: Raw -216667.108357 + Penalty 2582.420620 = -214084.687737
  nChanged 17
		SP:Iteration 27Q (159223.590000 sec): 3 clusters
  Score: Raw -216679.430875 + Penalty 2582.420620 = -214097.010255
  nChanged 9
		SP:Iteration 28Q (159223.750000 sec): 3 clusters
  Score: Raw -216687.819101 + Penalty 2582.420620 = -214105.398481
  nChanged 16
		SP:Iteration 29Q (159223.920000 sec): 3 clusters
  Score: Raw -216696.514910 + Penalty 2582.420620 = -214114.094290
  nChanged 18
		SP:Iteration 30Q (159224.090000 sec): 3 clusters
  Score: Raw -216705.062537 + Penalty 2582.420620 = -214122.641917
  nChanged 14
		SP:Iteration 31Q (159224.270000 sec): 3 clusters
  Score: Raw -216712.910379 + Penalty 2582.420620 = -214130.489760
  nChanged 9
		SP:Iteration 32Q (159224.440000 sec): 3 clusters
  Score: Raw -216716.993778 + Penalty 2582.420620 = -214134.573158
  nChanged 8
		SP:Iteration 33Q (159224.600000 sec): 3 clusters
  Score: Raw -216719.355828 + Penalty 2582.420620 = -214136.935208
  nChanged 4
		SP:Iteration 34Q (159224.750000 sec): 3 clusters
  Score: Raw -216720.967975 + Penalty 2582.420620 = -214138.547355
  nChanged 1
		SP:Iteration 35Q (159224.910000 sec): 3 clusters
  Score: Raw -216721.277739 + Penalty 2582.420620 = -214138.857120
  nChanged 0
		SP:Iteration 36F (159225.070000 sec): 3 clusters
  Score: Raw -216721.277739 + Penalty 2582.420620 = -214138.857120
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (5059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159225.190000 sec): 2 clusters
  Score: Raw -415573.916532 + Penalty 1385.950169 = -414187.966364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159225.380000 sec): 3 clusters
  Score: Raw -412983.571128 + Penalty 2771.900337 = -410211.670791
  nChanged 2057
		SP:Iteration 1F (159225.540000 sec): 3 clusters
  Score: Raw -414395.300144 + Penalty 2771.900337 = -411623.399807
  nChanged 482
		SP:Iteration 2F (159225.730000 sec): 3 clusters
  Score: Raw -414756.201564 + Penalty 2771.900337 = -411984.301227
  nChanged 343
		SP:Iteration 3F (159225.880000 sec): 3 clusters
  Score: Raw -414973.097947 + Penalty 2771.900337 = -412201.197610
  nChanged 265
		SP:Iteration 4F (159226.070000 sec): 3 clusters
  Score: Raw -415142.737192 + Penalty 2771.900337 = -412370.836855
  nChanged 216
		SP:Iteration 5Q (159226.200000 sec): 3 clusters
  Score: Raw -415278.165696 + Penalty 2771.900337 = -412506.265359
  nChanged 178
		SP:Iteration 6Q (159226.400000 sec): 3 clusters
  Score: Raw -415366.979123 + Penalty 2771.900337 = -412595.078786
  nChanged 130
		SP:Iteration 7Q (159226.540000 sec): 3 clusters
  Score: Raw -415418.671596 + Penalty 2771.900337 = -412646.771259
  nChanged 83
		SP:Iteration 8Q (159226.680000 sec): 3 clusters
  Score: Raw -415448.938254 + Penalty 2771.900337 = -412677.037917
  nChanged 69
		SP:Iteration 9Q (159226.820000 sec): 3 clusters
  Score: Raw -415476.303198 + Penalty 2771.900337 = -412704.402861
  nChanged 63
		SP:Iteration 10Q (159226.960000 sec): 3 clusters
  Score: Raw -415500.063359 + Penalty 2771.900337 = -412728.163022
  nChanged 51
		SP:Iteration 11Q (159227.100000 sec): 3 clusters
  Score: Raw -415518.087234 + Penalty 2771.900337 = -412746.186897
  nChanged 42
		SP:Iteration 12Q (159227.240000 sec): 3 clusters
  Score: Raw -415530.997039 + Penalty 2771.900337 = -412759.096702
  nChanged 26
		SP:Iteration 13Q (159227.390000 sec): 3 clusters
  Score: Raw -415537.905074 + Penalty 2771.900337 = -412766.004737
  nChanged 22
		SP:Iteration 14Q (159227.550000 sec): 3 clusters
  Score: Raw -415543.516107 + Penalty 2771.900337 = -412771.615770
  nChanged 13
		SP:Iteration 15Q (159227.670000 sec): 3 clusters
  Score: Raw -415546.469875 + Penalty 2771.900337 = -412774.569538
  nChanged 16
		SP:Iteration 16Q (159227.810000 sec): 3 clusters
  Score: Raw -415549.336732 + Penalty 2771.900337 = -412777.436395
  nChanged 14
		SP:Iteration 17Q (159227.950000 sec): 3 clusters
  Score: Raw -415552.920407 + Penalty 2771.900337 = -412781.020070
  nChanged 17
		SP:Iteration 18Q (159228.100000 sec): 3 clusters
  Score: Raw -415556.856494 + Penalty 2771.900337 = -412784.956157
  nChanged 13
		SP:Iteration 19Q (159228.240000 sec): 3 clusters
  Score: Raw -415558.657362 + Penalty 2771.900337 = -412786.757025
  nChanged 8
		SP:Iteration 20F (159228.390000 sec): 3 clusters
  Score: Raw -415561.547803 + Penalty 2771.900337 = -412789.647466
  nChanged 16
		SP:Iteration 21Q (159228.540000 sec): 3 clusters
  Score: Raw -415565.547074 + Penalty 2771.900337 = -412793.646737
  nChanged 14
		SP:Iteration 22Q (159228.720000 sec): 3 clusters
  Score: Raw -415568.681207 + Penalty 2771.900337 = -412796.780870
  nChanged 12
		SP:Iteration 23Q (159228.890000 sec): 3 clusters
  Score: Raw -415571.329893 + Penalty 2771.900337 = -412799.429556
  nChanged 8
		SP:Iteration 24Q (159229.050000 sec): 3 clusters
  Score: Raw -415573.414967 + Penalty 2771.900337 = -412801.514630
  nChanged 14
		SP:Iteration 25Q (159229.210000 sec): 3 clusters
  Score: Raw -415577.102698 + Penalty 2771.900337 = -412805.202361
  nChanged 19
		SP:Iteration 26Q (159229.370000 sec): 3 clusters
  Score: Raw -415582.277311 + Penalty 2771.900337 = -412810.376974
  nChanged 17
		SP:Iteration 27Q (159229.550000 sec): 3 clusters
  Score: Raw -415586.782397 + Penalty 2771.900337 = -412814.882059
  nChanged 16
		SP:Iteration 28Q (159229.730000 sec): 3 clusters
  Score: Raw -415591.851655 + Penalty 2771.900337 = -412819.951318
  nChanged 11
		SP:Iteration 29Q (159229.900000 sec): 3 clusters
  Score: Raw -415595.047588 + Penalty 2771.900337 = -412823.147250
  nChanged 14
		SP:Iteration 30Q (159230.100000 sec): 3 clusters
  Score: Raw -415598.331716 + Penalty 2771.900337 = -412826.431379
  nChanged 14
		SP:Iteration 31Q (159230.270000 sec): 3 clusters
  Score: Raw -415602.073676 + Penalty 2771.900337 = -412830.173339
  nChanged 15
		SP:Iteration 32Q (159230.430000 sec): 3 clusters
  Score: Raw -415605.209752 + Penalty 2771.900337 = -412833.309415
  nChanged 18
		SP:Iteration 33Q (159230.610000 sec): 3 clusters
  Score: Raw -415609.443700 + Penalty 2771.900337 = -412837.543363
  nChanged 18
		SP:Iteration 34Q (159230.780000 sec): 3 clusters
  Score: Raw -415612.925026 + Penalty 2771.900337 = -412841.024689
  nChanged 14
		SP:Iteration 35Q (159230.950000 sec): 3 clusters
  Score: Raw -415615.756505 + Penalty 2771.900337 = -412843.856167
  nChanged 8
		SP:Iteration 36Q (159231.130000 sec): 3 clusters
  Score: Raw -415617.515304 + Penalty 2771.900337 = -412845.614966
  nChanged 7
		SP:Iteration 37Q (159231.290000 sec): 3 clusters
  Score: Raw -415619.565795 + Penalty 2771.900337 = -412847.665458
  nChanged 10
		SP:Iteration 38Q (159231.460000 sec): 3 clusters
  Score: Raw -415621.253577 + Penalty 2771.900337 = -412849.353240
  nChanged 13
		SP:Iteration 39Q (159231.620000 sec): 3 clusters
  Score: Raw -415623.887288 + Penalty 2771.900337 = -412851.986951
  nChanged 8
		SP:Iteration 40F (159231.760000 sec): 3 clusters
  Score: Raw -415625.704619 + Penalty 2771.900337 = -412853.804281
  nChanged 13
		SP:Iteration 41Q (159231.910000 sec): 3 clusters
  Score: Raw -415628.716290 + Penalty 2771.900337 = -412856.815953
  nChanged 15
		SP:Iteration 42Q (159232.050000 sec): 3 clusters
  Score: Raw -415632.960745 + Penalty 2771.900337 = -412861.060408
  nChanged 19
		SP:Iteration 43Q (159232.220000 sec): 3 clusters
  Score: Raw -415638.080811 + Penalty 2771.900337 = -412866.180474
  nChanged 15
		SP:Iteration 44Q (159232.390000 sec): 3 clusters
  Score: Raw -415641.464192 + Penalty 2771.900337 = -412869.563855
  nChanged 16
		SP:Iteration 45Q (159232.580000 sec): 3 clusters
  Score: Raw -415645.120650 + Penalty 2771.900337 = -412873.220313
  nChanged 17
		SP:Iteration 46Q (159232.740000 sec): 3 clusters
  Score: Raw -415650.098996 + Penalty 2771.900337 = -412878.198659
  nChanged 20
		SP:Iteration 47Q (159232.900000 sec): 3 clusters
  Score: Raw -415654.749513 + Penalty 2771.900337 = -412882.849176
  nChanged 18
		SP:Iteration 48Q (159233.080000 sec): 3 clusters
  Score: Raw -415660.183587 + Penalty 2771.900337 = -412888.283250
  nChanged 19
		SP:Iteration 49Q (159233.220000 sec): 3 clusters
  Score: Raw -415666.445878 + Penalty 2771.900337 = -412894.545541
  nChanged 17
		SP:Iteration 50Q (159233.380000 sec): 3 clusters
  Score: Raw -415670.255212 + Penalty 2771.900337 = -412898.354875
  nChanged 14
		SP:Iteration 51Q (159233.530000 sec): 3 clusters
  Score: Raw -415672.562397 + Penalty 2771.900337 = -412900.662059
  nChanged 10
		SP:Iteration 52Q (159233.680000 sec): 3 clusters
  Score: Raw -415676.373599 + Penalty 2771.900337 = -412904.473262
  nChanged 14
		SP:Iteration 53Q (159233.840000 sec): 3 clusters
  Score: Raw -415680.063780 + Penalty 2771.900337 = -412908.163443
  nChanged 10
		SP:Iteration 54Q (159234.010000 sec): 3 clusters
  Score: Raw -415682.715588 + Penalty 2771.900337 = -412910.815251
  nChanged 9
		SP:Iteration 55Q (159234.160000 sec): 3 clusters
  Score: Raw -415684.107623 + Penalty 2771.900337 = -412912.207286
  nChanged 6
		SP:Iteration 56Q (159234.360000 sec): 3 clusters
  Score: Raw -415685.117823 + Penalty 2771.900337 = -412913.217486
  nChanged 5
		SP:Iteration 57Q (159234.510000 sec): 3 clusters
  Score: Raw -415686.725243 + Penalty 2771.900337 = -412914.824905
  nChanged 11
		SP:Iteration 58Q (159234.680000 sec): 3 clusters
  Score: Raw -415689.759787 + Penalty 2771.900337 = -412917.859450
  nChanged 7
		SP:Iteration 59Q (159234.870000 sec): 3 clusters
  Score: Raw -415691.177694 + Penalty 2771.900337 = -412919.277357
  nChanged 5
		SP:Iteration 60F (159235.020000 sec): 3 clusters
  Score: Raw -415691.977400 + Penalty 2771.900337 = -412920.077063
  nChanged 5
		SP:Iteration 61Q (159235.190000 sec): 3 clusters
  Score: Raw -415692.893699 + Penalty 2771.900337 = -412920.993362
  nChanged 2
		SP:Iteration 62Q (159235.330000 sec): 3 clusters
  Score: Raw -415693.103760 + Penalty 2771.900337 = -412921.203423
  nChanged 0
		SP:Iteration 63F (159235.470000 sec): 3 clusters
  Score: Raw -415693.103760 + Penalty 2771.900337 = -412921.203423
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (6839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159235.570000 sec): 2 clusters
  Score: Raw -596526.283267 + Penalty 1434.939480 = -595091.343787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159235.760000 sec): 3 clusters
  Score: Raw -592796.694963 + Penalty 2869.878960 = -589926.816002
  nChanged 2840
		SP:Iteration 1F (159235.940000 sec): 3 clusters
  Score: Raw -594427.676824 + Penalty 2869.878960 = -591557.797864
  nChanged 508
		SP:Iteration 2F (159236.110000 sec): 3 clusters
  Score: Raw -594688.954163 + Penalty 2869.878960 = -591819.075203
  nChanged 362
		SP:Iteration 3F (159236.280000 sec): 3 clusters
  Score: Raw -594849.184424 + Penalty 2869.878960 = -591979.305463
  nChanged 281
		SP:Iteration 4Q (159236.460000 sec): 3 clusters
  Score: Raw -594973.747483 + Penalty 2869.878960 = -592103.868523
  nChanged 240
		SP:Iteration 5Q (159236.640000 sec): 3 clusters
  Score: Raw -595065.611935 + Penalty 2869.878960 = -592195.732975
  nChanged 210
		SP:Iteration 6Q (159236.820000 sec): 3 clusters
  Score: Raw -595148.117346 + Penalty 2869.878960 = -592278.238385
  nChanged 187
		SP:Iteration 7Q (159237.000000 sec): 3 clusters
  Score: Raw -595226.999883 + Penalty 2869.878960 = -592357.120923
  nChanged 204
		SP:Iteration 8Q (159237.180000 sec): 3 clusters
  Score: Raw -595313.896124 + Penalty 2869.878960 = -592444.017163
  nChanged 182
		SP:Iteration 9Q (159237.340000 sec): 3 clusters
  Score: Raw -595413.533460 + Penalty 2869.878960 = -592543.654499
  nChanged 207
		SP:Iteration 10Q (159237.600000 sec): 3 clusters
  Score: Raw -595525.922326 + Penalty 2869.878960 = -592656.043365
  nChanged 237
		SP:Iteration 11Q (159237.750000 sec): 3 clusters
  Score: Raw -595684.556503 + Penalty 2869.878960 = -592814.677543
  nChanged 266
		SP:Iteration 12Q (159237.910000 sec): 3 clusters
  Score: Raw -595879.487023 + Penalty 2869.878960 = -593009.608063
  nChanged 308
		SP:Iteration 13Q (159238.090000 sec): 3 clusters
  Score: Raw -596112.129642 + Penalty 2869.878960 = -593242.250682
  nChanged 289
		SP:Iteration 14Q (159238.210000 sec): 3 clusters
  Score: Raw -596316.625573 + Penalty 2869.878960 = -593446.746613
  nChanged 260
		SP:Iteration 15Q (159238.330000 sec): 3 clusters
  Score: Raw -596477.974454 + Penalty 2869.878960 = -593608.095493
  nChanged 204
		SP:Iteration 16Q (159238.570000 sec): 3 clusters
  Score: Raw -596581.697455 + Penalty 2869.878960 = -593711.818495
  nChanged 153
		SP:Iteration 17Q (159238.720000 sec): 3 clusters
  Score: Raw -596642.160702 + Penalty 2869.878960 = -593772.281741
  nChanged 121
		SP:Iteration 18Q (159238.920000 sec): 3 clusters
  Score: Raw -596685.612465 + Penalty 2869.878960 = -593815.733504
  nChanged 97
		SP:Iteration 19Q (159239.100000 sec): 3 clusters
  Score: Raw -596713.588232 + Penalty 2869.878960 = -593843.709272
  nChanged 73
		SP:Iteration 20F (159239.280000 sec): 3 clusters
  Score: Raw -596735.100551 + Penalty 2869.878960 = -593865.221591
  nChanged 61
		SP:Iteration 21Q (159239.460000 sec): 3 clusters
  Score: Raw -596754.272624 + Penalty 2869.878960 = -593884.393664
  nChanged 62
		SP:Iteration 22Q (159239.650000 sec): 3 clusters
  Score: Raw -596769.294202 + Penalty 2869.878960 = -593899.415241
  nChanged 51
		SP:Iteration 23Q (159239.840000 sec): 3 clusters
  Score: Raw -596783.443297 + Penalty 2869.878960 = -593913.564337
  nChanged 44
		SP:Iteration 24Q (159240.020000 sec): 3 clusters
  Score: Raw -596792.996407 + Penalty 2869.878960 = -593923.117447
  nChanged 31
		SP:Iteration 25Q (159240.260000 sec): 3 clusters
  Score: Raw -596799.551712 + Penalty 2869.878960 = -593929.672751
  nChanged 27
		SP:Iteration 26Q (159240.360000 sec): 3 clusters
  Score: Raw -596806.550703 + Penalty 2869.878960 = -593936.671742
  nChanged 38
		SP:Iteration 27Q (159240.480000 sec): 3 clusters
  Score: Raw -596813.834952 + Penalty 2869.878960 = -593943.955992
  nChanged 22
		SP:Iteration 28Q (159240.650000 sec): 3 clusters
  Score: Raw -596820.364084 + Penalty 2869.878960 = -593950.485124
  nChanged 27
		SP:Iteration 29Q (159240.820000 sec): 3 clusters
  Score: Raw -596828.266766 + Penalty 2869.878960 = -593958.387806
  nChanged 32
		SP:Iteration 30Q (159241.040000 sec): 3 clusters
  Score: Raw -596838.666710 + Penalty 2869.878960 = -593968.787750
  nChanged 34
		SP:Iteration 31Q (159241.200000 sec): 3 clusters
  Score: Raw -596850.713204 + Penalty 2869.878960 = -593980.834243
  nChanged 28
		SP:Iteration 32Q (159241.450000 sec): 3 clusters
  Score: Raw -596861.058170 + Penalty 2869.878960 = -593991.179210
  nChanged 30
		SP:Iteration 33Q (159241.600000 sec): 3 clusters
  Score: Raw -596874.533112 + Penalty 2869.878960 = -594004.654152
  nChanged 42
		SP:Iteration 34Q (159241.800000 sec): 3 clusters
  Score: Raw -596892.551153 + Penalty 2869.878960 = -594022.672192
  nChanged 50
		SP:Iteration 35Q (159242.000000 sec): 3 clusters
  Score: Raw -596914.386119 + Penalty 2869.878960 = -594044.507158
  nChanged 44
		SP:Iteration 36Q (159242.170000 sec): 3 clusters
  Score: Raw -596930.987435 + Penalty 2869.878960 = -594061.108475
  nChanged 44
		SP:Iteration 37Q (159242.350000 sec): 3 clusters
  Score: Raw -596945.844167 + Penalty 2869.878960 = -594075.965206
  nChanged 41
		SP:Iteration 38Q (159242.550000 sec): 3 clusters
  Score: Raw -596959.734942 + Penalty 2869.878960 = -594089.855981
  nChanged 41
		SP:Iteration 39Q (159242.780000 sec): 3 clusters
  Score: Raw -596973.914034 + Penalty 2869.878960 = -594104.035074
  nChanged 39
		SP:Iteration 40F (159242.970000 sec): 3 clusters
  Score: Raw -596990.808782 + Penalty 2869.878960 = -594120.929822
  nChanged 53
		SP:Iteration 41Q (159243.190000 sec): 3 clusters
  Score: Raw -597009.667051 + Penalty 2869.878960 = -594139.788091
  nChanged 47
		SP:Iteration 42Q (159243.380000 sec): 3 clusters
  Score: Raw -597024.442384 + Penalty 2869.878960 = -594154.563424
  nChanged 43
		SP:Iteration 43Q (159243.550000 sec): 3 clusters
  Score: Raw -597036.461583 + Penalty 2869.878960 = -594166.582623
  nChanged 30
		SP:Iteration 44Q (159243.720000 sec): 3 clusters
  Score: Raw -597042.583215 + Penalty 2869.878960 = -594172.704255
  nChanged 19
		SP:Iteration 45Q (159243.890000 sec): 3 clusters
  Score: Raw -597047.527858 + Penalty 2869.878960 = -594177.648898
  nChanged 19
		SP:Iteration 46Q (159244.080000 sec): 3 clusters
  Score: Raw -597051.038120 + Penalty 2869.878960 = -594181.159159
  nChanged 13
		SP:Iteration 47Q (159244.270000 sec): 3 clusters
  Score: Raw -597053.598813 + Penalty 2869.878960 = -594183.719852
  nChanged 9
		SP:Iteration 48Q (159244.450000 sec): 3 clusters
  Score: Raw -597055.473638 + Penalty 2869.878960 = -594185.594678
  nChanged 10
		SP:Iteration 49Q (159244.630000 sec): 3 clusters
  Score: Raw -597057.326936 + Penalty 2869.878960 = -594187.447975
  nChanged 8
		SP:Iteration 50Q (159244.810000 sec): 3 clusters
  Score: Raw -597058.704418 + Penalty 2869.878960 = -594188.825458
  nChanged 3
		SP:Iteration 51Q (159245.000000 sec): 3 clusters
  Score: Raw -597059.003931 + Penalty 2869.878960 = -594189.124971
  nChanged 2
		SP:Iteration 52Q (159245.170000 sec): 3 clusters
  Score: Raw -597059.254255 + Penalty 2869.878960 = -594189.375294
  nChanged 3
		SP:Iteration 53Q (159245.330000 sec): 3 clusters
  Score: Raw -597059.646377 + Penalty 2869.878960 = -594189.767417
  nChanged 2
		SP:Iteration 54Q (159245.530000 sec): 3 clusters
  Score: Raw -597059.951688 + Penalty 2869.878960 = -594190.072727
  nChanged 1
		SP:Iteration 55Q (159245.740000 sec): 3 clusters
  Score: Raw -597060.087578 + Penalty 2869.878960 = -594190.208618
  nChanged 1
		SP:Iteration 56Q (159245.910000 sec): 3 clusters
  Score: Raw -597060.199951 + Penalty 2869.878960 = -594190.320990
  nChanged 0
		SP:Iteration 57F (159246.090000 sec): 3 clusters
  Score: Raw -597060.199951 + Penalty 2869.878960 = -594190.320990
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (3771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159246.180000 sec): 2 clusters
  Score: Raw -324662.228029 + Penalty 1338.203018 = -323324.025011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159246.370000 sec): 3 clusters
  Score: Raw -322802.469690 + Penalty 2676.406037 = -320126.063653
  nChanged 1490
		SP:Iteration 1F (159246.490000 sec): 3 clusters
  Score: Raw -323678.440477 + Penalty 2676.406037 = -321002.034440
  nChanged 312
		SP:Iteration 2F (159246.640000 sec): 3 clusters
  Score: Raw -323876.745591 + Penalty 2676.406037 = -321200.339554
  nChanged 230
		SP:Iteration 3F (159246.800000 sec): 3 clusters
  Score: Raw -324021.657026 + Penalty 2676.406037 = -321345.250989
  nChanged 186
		SP:Iteration 4Q (159246.960000 sec): 3 clusters
  Score: Raw -324171.914184 + Penalty 2676.406037 = -321495.508148
  nChanged 188
		SP:Iteration 5Q (159247.120000 sec): 3 clusters
  Score: Raw -324332.953848 + Penalty 2676.406037 = -321656.547812
  nChanged 183
		SP:Iteration 6Q (159247.300000 sec): 3 clusters
  Score: Raw -324482.938432 + Penalty 2676.406037 = -321806.532395
  nChanged 181
		SP:Iteration 7Q (159247.450000 sec): 3 clusters
  Score: Raw -324592.292177 + Penalty 2676.406037 = -321915.886141
  nChanged 132
		SP:Iteration 8Q (159247.610000 sec): 3 clusters
  Score: Raw -324692.212053 + Penalty 2676.406037 = -322015.806016
  nChanged 135
		SP:Iteration 9Q (159247.790000 sec): 3 clusters
  Score: Raw -324794.121272 + Penalty 2676.406037 = -322117.715235
  nChanged 118
		SP:Iteration 10Q (159247.970000 sec): 3 clusters
  Score: Raw -324871.990489 + Penalty 2676.406037 = -322195.584453
  nChanged 98
		SP:Iteration 11Q (159248.140000 sec): 3 clusters
  Score: Raw -324928.030880 + Penalty 2676.406037 = -322251.624843
  nChanged 76
		SP:Iteration 12Q (159248.290000 sec): 3 clusters
  Score: Raw -324963.032337 + Penalty 2676.406037 = -322286.626301
  nChanged 67
		SP:Iteration 13Q (159248.430000 sec): 3 clusters
  Score: Raw -324994.892413 + Penalty 2676.406037 = -322318.486377
  nChanged 52
		SP:Iteration 14Q (159248.590000 sec): 3 clusters
  Score: Raw -325017.409345 + Penalty 2676.406037 = -322341.003308
  nChanged 35
		SP:Iteration 15Q (159248.750000 sec): 3 clusters
  Score: Raw -325028.600514 + Penalty 2676.406037 = -322352.194478
  nChanged 27
		SP:Iteration 16Q (159248.910000 sec): 3 clusters
  Score: Raw -325038.784571 + Penalty 2676.406037 = -322362.378535
  nChanged 24
		SP:Iteration 17Q (159249.070000 sec): 3 clusters
  Score: Raw -325046.945599 + Penalty 2676.406037 = -322370.539562
  nChanged 15
		SP:Iteration 18Q (159249.220000 sec): 3 clusters
  Score: Raw -325051.207461 + Penalty 2676.406037 = -322374.801424
  nChanged 14
		SP:Iteration 19Q (159249.390000 sec): 3 clusters
  Score: Raw -325054.488849 + Penalty 2676.406037 = -322378.082812
  nChanged 9
		SP:Iteration 20F (159249.560000 sec): 3 clusters
  Score: Raw -325057.411835 + Penalty 2676.406037 = -322381.005799
  nChanged 9
		SP:Iteration 21Q (159249.760000 sec): 3 clusters
  Score: Raw -325059.901134 + Penalty 2676.406037 = -322383.495097
  nChanged 3
		SP:Iteration 22Q (159249.890000 sec): 3 clusters
  Score: Raw -325060.356978 + Penalty 2676.406037 = -322383.950942
  nChanged 2
		SP:Iteration 23Q (159250.120000 sec): 3 clusters
  Score: Raw -325060.640492 + Penalty 2676.406037 = -322384.234456
  nChanged 3
		SP:Iteration 24Q (159250.270000 sec): 3 clusters
  Score: Raw -325061.009889 + Penalty 2676.406037 = -322384.603852
  nChanged 5
		SP:Iteration 25Q (159250.440000 sec): 3 clusters
  Score: Raw -325061.715738 + Penalty 2676.406037 = -322385.309702
  nChanged 3
		SP:Iteration 26Q (159250.620000 sec): 3 clusters
  Score: Raw -325062.525676 + Penalty 2676.406037 = -322386.119640
  nChanged 3
		SP:Iteration 27Q (159250.790000 sec): 3 clusters
  Score: Raw -325063.232465 + Penalty 2676.406037 = -322386.826428
  nChanged 4
		SP:Iteration 28Q (159250.970000 sec): 3 clusters
  Score: Raw -325063.953570 + Penalty 2676.406037 = -322387.547533
  nChanged 6
		SP:Iteration 29Q (159251.040000 sec): 3 clusters
  Score: Raw -325064.920804 + Penalty 2676.406037 = -322388.514768
  nChanged 0
		SP:Iteration 30F (159251.110000 sec): 3 clusters
  Score: Raw -325064.920804 + Penalty 2676.406037 = -322388.514768
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (4561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159251.230000 sec): 2 clusters
  Score: Raw -368283.952801 + Penalty 1369.110791 = -366914.842009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159251.380000 sec): 3 clusters
  Score: Raw -365967.607066 + Penalty 2738.221582 = -363229.385484
  nChanged 1808
		SP:Iteration 1F (159251.480000 sec): 3 clusters
  Score: Raw -366969.588221 + Penalty 2738.221582 = -364231.366638
  nChanged 333
		SP:Iteration 2F (159251.670000 sec): 3 clusters
  Score: Raw -367198.402925 + Penalty 2738.221582 = -364460.181343
  nChanged 296
		SP:Iteration 3F (159251.830000 sec): 3 clusters
  Score: Raw -367413.285462 + Penalty 2738.221582 = -364675.063880
  nChanged 298
		SP:Iteration 4F (159252.000000 sec): 3 clusters
  Score: Raw -367646.218486 + Penalty 2738.221582 = -364907.996903
  nChanged 261
		SP:Iteration 5F (159252.170000 sec): 3 clusters
  Score: Raw -367841.990725 + Penalty 2738.221582 = -365103.769143
  nChanged 211
		SP:Iteration 6Q (159252.310000 sec): 3 clusters
  Score: Raw -367994.091248 + Penalty 2738.221582 = -365255.869666
  nChanged 180
		SP:Iteration 7Q (159252.450000 sec): 3 clusters
  Score: Raw -368107.131018 + Penalty 2738.221582 = -365368.909435
  nChanged 138
		SP:Iteration 8Q (159252.620000 sec): 3 clusters
  Score: Raw -368191.519509 + Penalty 2738.221582 = -365453.297927
  nChanged 127
		SP:Iteration 9Q (159252.770000 sec): 3 clusters
  Score: Raw -368271.960587 + Penalty 2738.221582 = -365533.739005
  nChanged 103
		SP:Iteration 10Q (159252.920000 sec): 3 clusters
  Score: Raw -368330.877164 + Penalty 2738.221582 = -365592.655582
  nChanged 66
		SP:Iteration 11Q (159253.080000 sec): 3 clusters
  Score: Raw -368364.149742 + Penalty 2738.221582 = -365625.928160
  nChanged 57
		SP:Iteration 12Q (159253.230000 sec): 3 clusters
  Score: Raw -368389.536009 + Penalty 2738.221582 = -365651.314426
  nChanged 57
		SP:Iteration 13Q (159253.390000 sec): 3 clusters
  Score: Raw -368416.305039 + Penalty 2738.221582 = -365678.083456
  nChanged 50
		SP:Iteration 14Q (159253.550000 sec): 3 clusters
  Score: Raw -368437.690426 + Penalty 2738.221582 = -365699.468843
  nChanged 40
		SP:Iteration 15Q (159253.710000 sec): 3 clusters
  Score: Raw -368452.918540 + Penalty 2738.221582 = -365714.696958
  nChanged 31
		SP:Iteration 16Q (159253.900000 sec): 3 clusters
  Score: Raw -368465.713986 + Penalty 2738.221582 = -365727.492404
  nChanged 29
		SP:Iteration 17Q (159254.040000 sec): 3 clusters
  Score: Raw -368477.432691 + Penalty 2738.221582 = -365739.211109
  nChanged 24
		SP:Iteration 18Q (159254.240000 sec): 3 clusters
  Score: Raw -368487.244265 + Penalty 2738.221582 = -365749.022683
  nChanged 24
		SP:Iteration 19Q (159254.440000 sec): 3 clusters
  Score: Raw -368493.849562 + Penalty 2738.221582 = -365755.627980
  nChanged 16
		SP:Iteration 20F (159254.580000 sec): 3 clusters
  Score: Raw -368499.583246 + Penalty 2738.221582 = -365761.361664
  nChanged 14
		SP:Iteration 21Q (159254.740000 sec): 3 clusters
  Score: Raw -368504.067534 + Penalty 2738.221582 = -365765.845952
  nChanged 11
		SP:Iteration 22Q (159254.900000 sec): 3 clusters
  Score: Raw -368507.621041 + Penalty 2738.221582 = -365769.399459
  nChanged 14
		SP:Iteration 23Q (159255.080000 sec): 3 clusters
  Score: Raw -368510.711829 + Penalty 2738.221582 = -365772.490247
  nChanged 6
		SP:Iteration 24Q (159255.240000 sec): 3 clusters
  Score: Raw -368512.202799 + Penalty 2738.221582 = -365773.981217
  nChanged 8
		SP:Iteration 25Q (159255.450000 sec): 3 clusters
  Score: Raw -368513.710740 + Penalty 2738.221582 = -365775.489158
  nChanged 5
		SP:Iteration 26Q (159255.610000 sec): 3 clusters
  Score: Raw -368515.134525 + Penalty 2738.221582 = -365776.912943
  nChanged 4
		SP:Iteration 27Q (159255.770000 sec): 3 clusters
  Score: Raw -368516.008667 + Penalty 2738.221582 = -365777.787085
  nChanged 2
		SP:Iteration 28Q (159255.910000 sec): 3 clusters
  Score: Raw -368516.874199 + Penalty 2738.221582 = -365778.652617
  nChanged 3
		SP:Iteration 29Q (159256.070000 sec): 3 clusters
  Score: Raw -368517.945498 + Penalty 2738.221582 = -365779.723916
  nChanged 3
		SP:Iteration 30Q (159256.230000 sec): 3 clusters
  Score: Raw -368518.815645 + Penalty 2738.221582 = -365780.594063
  nChanged 3
		SP:Iteration 31Q (159256.390000 sec): 3 clusters
  Score: Raw -368519.799868 + Penalty 2738.221582 = -365781.578286
  nChanged 2
		SP:Iteration 32Q (159256.540000 sec): 3 clusters
  Score: Raw -368520.238200 + Penalty 2738.221582 = -365782.016618
  nChanged 2
		SP:Iteration 33Q (159256.700000 sec): 3 clusters
  Score: Raw -368520.539947 + Penalty 2738.221582 = -365782.318365
  nChanged 1
		SP:Iteration 34Q (159256.860000 sec): 3 clusters
  Score: Raw -368520.705011 + Penalty 2738.221582 = -365782.483428
  nChanged 0
		SP:Iteration 35F (159257.070000 sec): 3 clusters
  Score: Raw -368520.705011 + Penalty 2738.221582 = -365782.483428
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (13621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159257.240000 sec): 2 clusters
  Score: Raw -1136179.824679 + Penalty 1546.897300 = -1134632.927379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159257.490000 sec): 3 clusters
  Score: Raw -1128194.323082 + Penalty 3093.794599 = -1125100.528483
  nChanged 6086
		SP:Iteration 1F (159257.770000 sec): 3 clusters
  Score: Raw -1131848.972751 + Penalty 3093.794599 = -1128755.178151
  nChanged 1086
		SP:Iteration 2F (159258.050000 sec): 3 clusters
  Score: Raw -1132591.119227 + Penalty 3093.794599 = -1129497.324628
  nChanged 1046
		SP:Iteration 3F (159258.310000 sec): 3 clusters
  Score: Raw -1133331.263722 + Penalty 3093.794599 = -1130237.469122
  nChanged 983
		SP:Iteration 4F (159258.550000 sec): 3 clusters
  Score: Raw -1134037.567935 + Penalty 3093.794599 = -1130943.773335
  nChanged 847
		SP:Iteration 5F (159258.790000 sec): 3 clusters
  Score: Raw -1134569.534844 + Penalty 3093.794599 = -1131475.740244
  nChanged 701
		SP:Iteration 6F (159259.040000 sec): 3 clusters
  Score: Raw -1134942.409139 + Penalty 3093.794599 = -1131848.614539
  nChanged 548
		SP:Iteration 7Q (159259.320000 sec): 3 clusters
  Score: Raw -1135196.245097 + Penalty 3093.794599 = -1132102.450497
  nChanged 418
		SP:Iteration 8Q (159259.580000 sec): 3 clusters
  Score: Raw -1135357.555958 + Penalty 3093.794599 = -1132263.761358
  nChanged 330
		SP:Iteration 9Q (159259.820000 sec): 3 clusters
  Score: Raw -1135491.103820 + Penalty 3093.794599 = -1132397.309220
  nChanged 286
		SP:Iteration 10Q (159260.100000 sec): 3 clusters
  Score: Raw -1135599.319653 + Penalty 3093.794599 = -1132505.525054
  nChanged 248
		SP:Iteration 11Q (159260.320000 sec): 3 clusters
  Score: Raw -1135690.668382 + Penalty 3093.794599 = -1132596.873783
  nChanged 226
		SP:Iteration 12Q (159260.580000 sec): 3 clusters
  Score: Raw -1135771.802731 + Penalty 3093.794599 = -1132678.008131
  nChanged 194
		SP:Iteration 13Q (159260.790000 sec): 3 clusters
  Score: Raw -1135837.820906 + Penalty 3093.794599 = -1132744.026306
  nChanged 154
		SP:Iteration 14Q (159261.020000 sec): 3 clusters
  Score: Raw -1135878.321957 + Penalty 3093.794599 = -1132784.527358
  nChanged 134
		SP:Iteration 15Q (159261.260000 sec): 3 clusters
  Score: Raw -1135913.895578 + Penalty 3093.794599 = -1132820.100978
  nChanged 134
		SP:Iteration 16Q (159261.510000 sec): 3 clusters
  Score: Raw -1135947.354441 + Penalty 3093.794599 = -1132853.559841
  nChanged 130
		SP:Iteration 17Q (159261.780000 sec): 3 clusters
  Score: Raw -1135980.950168 + Penalty 3093.794599 = -1132887.155568
  nChanged 132
		SP:Iteration 18Q (159262.040000 sec): 3 clusters
  Score: Raw -1136013.411365 + Penalty 3093.794599 = -1132919.616765
  nChanged 138
		SP:Iteration 19Q (159262.340000 sec): 3 clusters
  Score: Raw -1136047.585842 + Penalty 3093.794599 = -1132953.791243
  nChanged 122
		SP:Iteration 20F (159262.550000 sec): 3 clusters
  Score: Raw -1136082.575208 + Penalty 3093.794599 = -1132988.780609
  nChanged 128
		SP:Iteration 21Q (159262.790000 sec): 3 clusters
  Score: Raw -1136125.701310 + Penalty 3093.794599 = -1133031.906711
  nChanged 141
		SP:Iteration 22Q (159263.060000 sec): 3 clusters
  Score: Raw -1136172.297414 + Penalty 3093.794599 = -1133078.502815
  nChanged 136
		SP:Iteration 23Q (159263.360000 sec): 3 clusters
  Score: Raw -1136218.052148 + Penalty 3093.794599 = -1133124.257548
  nChanged 135
		SP:Iteration 24Q (159263.570000 sec): 3 clusters
  Score: Raw -1136268.889414 + Penalty 3093.794599 = -1133175.094815
  nChanged 151
		SP:Iteration 25Q (159263.850000 sec): 3 clusters
  Score: Raw -1136323.658302 + Penalty 3093.794599 = -1133229.863703
  nChanged 147
		SP:Iteration 26Q (159264.090000 sec): 3 clusters
  Score: Raw -1136368.273259 + Penalty 3093.794599 = -1133274.478660
  nChanged 138
		SP:Iteration 27Q (159264.330000 sec): 3 clusters
  Score: Raw -1136416.807381 + Penalty 3093.794599 = -1133323.012782
  nChanged 124
		SP:Iteration 28Q (159264.540000 sec): 3 clusters
  Score: Raw -1136459.305298 + Penalty 3093.794599 = -1133365.510698
  nChanged 121
		SP:Iteration 29Q (159264.820000 sec): 3 clusters
  Score: Raw -1136501.122327 + Penalty 3093.794599 = -1133407.327727
  nChanged 115
		SP:Iteration 30Q (159265.060000 sec): 3 clusters
  Score: Raw -1136543.438900 + Penalty 3093.794599 = -1133449.644300
  nChanged 111
		SP:Iteration 31Q (159265.300000 sec): 3 clusters
  Score: Raw -1136584.089273 + Penalty 3093.794599 = -1133490.294673
  nChanged 86
		SP:Iteration 32Q (159265.580000 sec): 3 clusters
  Score: Raw -1136609.058074 + Penalty 3093.794599 = -1133515.263474
  nChanged 73
		SP:Iteration 33Q (159265.810000 sec): 3 clusters
  Score: Raw -1136630.777810 + Penalty 3093.794599 = -1133536.983211
  nChanged 78
		SP:Iteration 34Q (159266.100000 sec): 3 clusters
  Score: Raw -1136654.650308 + Penalty 3093.794599 = -1133560.855708
  nChanged 64
		SP:Iteration 35Q (159266.360000 sec): 3 clusters
  Score: Raw -1136675.190528 + Penalty 3093.794599 = -1133581.395928
  nChanged 63
		SP:Iteration 36Q (159266.600000 sec): 3 clusters
  Score: Raw -1136696.885190 + Penalty 3093.794599 = -1133603.090590
  nChanged 65
		SP:Iteration 37Q (159266.830000 sec): 3 clusters
  Score: Raw -1136718.198626 + Penalty 3093.794599 = -1133624.404027
  nChanged 70
		SP:Iteration 38Q (159267.130000 sec): 3 clusters
  Score: Raw -1136739.336585 + Penalty 3093.794599 = -1133645.541985
  nChanged 65
		SP:Iteration 39Q (159267.310000 sec): 3 clusters
  Score: Raw -1136761.099155 + Penalty 3093.794599 = -1133667.304555
  nChanged 57
		SP:Iteration 40F (159267.550000 sec): 3 clusters
  Score: Raw -1136782.387986 + Penalty 3093.794599 = -1133688.593386
  nChanged 66
		SP:Iteration 41Q (159267.810000 sec): 3 clusters
  Score: Raw -1136802.379893 + Penalty 3093.794599 = -1133708.585293
  nChanged 53
		SP:Iteration 42Q (159267.950000 sec): 3 clusters
  Score: Raw -1136816.023859 + Penalty 3093.794599 = -1133722.229259
  nChanged 36
		SP:Iteration 43Q (159268.210000 sec): 3 clusters
  Score: Raw -1136825.240157 + Penalty 3093.794599 = -1133731.445558
  nChanged 37
		SP:Iteration 44Q (159268.420000 sec): 3 clusters
  Score: Raw -1136836.003318 + Penalty 3093.794599 = -1133742.208719
  nChanged 38
		SP:Iteration 45Q (159268.680000 sec): 3 clusters
  Score: Raw -1136848.030180 + Penalty 3093.794599 = -1133754.235580
  nChanged 49
		SP:Iteration 46Q (159268.940000 sec): 3 clusters
  Score: Raw -1136861.966969 + Penalty 3093.794599 = -1133768.172369
  nChanged 43
		SP:Iteration 47Q (159269.200000 sec): 3 clusters
  Score: Raw -1136875.417239 + Penalty 3093.794599 = -1133781.622639
  nChanged 44
		SP:Iteration 48Q (159269.450000 sec): 3 clusters
  Score: Raw -1136894.259237 + Penalty 3093.794599 = -1133800.464637
  nChanged 43
		SP:Iteration 49Q (159269.710000 sec): 3 clusters
  Score: Raw -1136910.225032 + Penalty 3093.794599 = -1133816.430432
  nChanged 37
		SP:Iteration 50Q (159269.890000 sec): 3 clusters
  Score: Raw -1136923.534971 + Penalty 3093.794599 = -1133829.740371
  nChanged 32
		SP:Iteration 51Q (159270.160000 sec): 3 clusters
  Score: Raw -1136935.886302 + Penalty 3093.794599 = -1133842.091703
  nChanged 31
		SP:Iteration 52Q (159270.360000 sec): 3 clusters
  Score: Raw -1136946.836295 + Penalty 3093.794599 = -1133853.041696
  nChanged 28
		SP:Iteration 53Q (159270.570000 sec): 3 clusters
  Score: Raw -1136955.747561 + Penalty 3093.794599 = -1133861.952962
  nChanged 29
		SP:Iteration 54Q (159270.810000 sec): 3 clusters
  Score: Raw -1136969.284015 + Penalty 3093.794599 = -1133875.489415
  nChanged 26
		SP:Iteration 55Q (159271.020000 sec): 3 clusters
  Score: Raw -1136979.261272 + Penalty 3093.794599 = -1133885.466673
  nChanged 20
		SP:Iteration 56Q (159271.220000 sec): 3 clusters
  Score: Raw -1136984.740854 + Penalty 3093.794599 = -1133890.946255
  nChanged 16
		SP:Iteration 57Q (159271.460000 sec): 3 clusters
  Score: Raw -1136989.705946 + Penalty 3093.794599 = -1133895.911346
  nChanged 20
		SP:Iteration 58Q (159271.660000 sec): 3 clusters
  Score: Raw -1136995.104732 + Penalty 3093.794599 = -1133901.310133
  nChanged 22
		SP:Iteration 59Q (159271.900000 sec): 3 clusters
  Score: Raw -1137002.472849 + Penalty 3093.794599 = -1133908.678249
  nChanged 24
		SP:Iteration 60F (159272.100000 sec): 3 clusters
  Score: Raw -1137011.753135 + Penalty 3093.794599 = -1133917.958536
  nChanged 25
		SP:Iteration 61Q (159272.340000 sec): 3 clusters
  Score: Raw -1137024.340327 + Penalty 3093.794599 = -1133930.545728
  nChanged 31
		SP:Iteration 62Q (159272.520000 sec): 3 clusters
  Score: Raw -1137039.867873 + Penalty 3093.794599 = -1133946.073273
  nChanged 27
		SP:Iteration 63Q (159272.770000 sec): 3 clusters
  Score: Raw -1137054.937260 + Penalty 3093.794599 = -1133961.142661
  nChanged 29
		SP:Iteration 64Q (159273.040000 sec): 3 clusters
  Score: Raw -1137070.962248 + Penalty 3093.794599 = -1133977.167648
  nChanged 29
		SP:Iteration 65Q (159273.200000 sec): 3 clusters
  Score: Raw -1137084.284955 + Penalty 3093.794599 = -1133990.490355
  nChanged 34
		SP:Iteration 66Q (159273.460000 sec): 3 clusters
  Score: Raw -1137096.077811 + Penalty 3093.794599 = -1134002.283212
  nChanged 23
		SP:Iteration 67Q (159273.720000 sec): 3 clusters
  Score: Raw -1137104.574590 + Penalty 3093.794599 = -1134010.779991
  nChanged 15
		SP:Iteration 68Q (159273.930000 sec): 3 clusters
  Score: Raw -1137108.681146 + Penalty 3093.794599 = -1134014.886547
  nChanged 10
		SP:Iteration 69Q (159274.140000 sec): 3 clusters
  Score: Raw -1137110.672842 + Penalty 3093.794599 = -1134016.878243
  nChanged 7
		SP:Iteration 70Q (159274.330000 sec): 3 clusters
  Score: Raw -1137112.981864 + Penalty 3093.794599 = -1134019.187265
  nChanged 11
		SP:Iteration 71Q (159274.590000 sec): 3 clusters
  Score: Raw -1137115.920371 + Penalty 3093.794599 = -1134022.125771
  nChanged 12
		SP:Iteration 72Q (159274.830000 sec): 3 clusters
  Score: Raw -1137119.083004 + Penalty 3093.794599 = -1134025.288405
  nChanged 10
		SP:Iteration 73Q (159275.040000 sec): 3 clusters
  Score: Raw -1137121.968697 + Penalty 3093.794599 = -1134028.174097
  nChanged 7
		SP:Iteration 74Q (159275.250000 sec): 3 clusters
  Score: Raw -1137122.988391 + Penalty 3093.794599 = -1134029.193791
  nChanged 3
		SP:Iteration 75Q (159275.500000 sec): 3 clusters
  Score: Raw -1137123.723887 + Penalty 3093.794599 = -1134029.929288
  nChanged 5
		SP:Iteration 76Q (159275.740000 sec): 3 clusters
  Score: Raw -1137124.835525 + Penalty 3093.794599 = -1134031.040925
  nChanged 3
		SP:Iteration 77Q (159275.960000 sec): 3 clusters
  Score: Raw -1137125.175709 + Penalty 3093.794599 = -1134031.381109
  nChanged 2
		SP:Iteration 78Q (159276.210000 sec): 3 clusters
  Score: Raw -1137125.931047 + Penalty 3093.794599 = -1134032.136447
  nChanged 4
		SP:Iteration 79Q (159276.430000 sec): 3 clusters
  Score: Raw -1137127.284483 + Penalty 3093.794599 = -1134033.489883
  nChanged 3
		SP:Iteration 80F (159276.680000 sec): 3 clusters
  Score: Raw -1137127.851220 + Penalty 3093.794599 = -1134034.056621
  nChanged 1
		SP:Iteration 81Q (159276.890000 sec): 3 clusters
  Score: Raw -1137128.128906 + Penalty 3093.794599 = -1134034.334306
  nChanged 1
		SP:Iteration 82Q (159277.100000 sec): 3 clusters
  Score: Raw -1137128.370989 + Penalty 3093.794599 = -1134034.576390
  nChanged 0
		SP:Iteration 83F (159277.390000 sec): 3 clusters
  Score: Raw -1137128.370989 + Penalty 3093.794599 = -1134034.576390
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (4550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159277.480000 sec): 2 clusters
  Score: Raw -384887.244502 + Penalty 1368.718408 = -383518.526094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159277.680000 sec): 3 clusters
  Score: Raw -382602.527151 + Penalty 2737.436816 = -379865.090335
  nChanged 1819
		SP:Iteration 1F (159277.830000 sec): 3 clusters
  Score: Raw -383688.551077 + Penalty 2737.436816 = -380951.114261
  nChanged 411
		SP:Iteration 2F (159277.990000 sec): 3 clusters
  Score: Raw -384005.042333 + Penalty 2737.436816 = -381267.605516
  nChanged 320
		SP:Iteration 3F (159278.150000 sec): 3 clusters
  Score: Raw -384257.728583 + Penalty 2737.436816 = -381520.291766
  nChanged 265
		SP:Iteration 4F (159278.300000 sec): 3 clusters
  Score: Raw -384452.916278 + Penalty 2737.436816 = -381715.479462
  nChanged 229
		SP:Iteration 5F (159278.450000 sec): 3 clusters
  Score: Raw -384617.416571 + Penalty 2737.436816 = -381879.979755
  nChanged 196
		SP:Iteration 6Q (159278.610000 sec): 3 clusters
  Score: Raw -384754.451793 + Penalty 2737.436816 = -382017.014977
  nChanged 170
		SP:Iteration 7Q (159278.770000 sec): 3 clusters
  Score: Raw -384860.155384 + Penalty 2737.436816 = -382122.718567
  nChanged 146
		SP:Iteration 8Q (159278.920000 sec): 3 clusters
  Score: Raw -384956.175081 + Penalty 2737.436816 = -382218.738264
  nChanged 137
		SP:Iteration 9Q (159279.080000 sec): 3 clusters
  Score: Raw -385028.050833 + Penalty 2737.436816 = -382290.614017
  nChanged 99
		SP:Iteration 10Q (159279.230000 sec): 3 clusters
  Score: Raw -385067.901323 + Penalty 2737.436816 = -382330.464507
  nChanged 66
		SP:Iteration 11Q (159279.390000 sec): 3 clusters
  Score: Raw -385093.746338 + Penalty 2737.436816 = -382356.309521
  nChanged 57
		SP:Iteration 12Q (159279.540000 sec): 3 clusters
  Score: Raw -385113.210676 + Penalty 2737.436816 = -382375.773859
  nChanged 45
		SP:Iteration 13Q (159279.680000 sec): 3 clusters
  Score: Raw -385128.120307 + Penalty 2737.436816 = -382390.683491
  nChanged 32
		SP:Iteration 14Q (159279.830000 sec): 3 clusters
  Score: Raw -385140.125781 + Penalty 2737.436816 = -382402.688965
  nChanged 22
		SP:Iteration 15Q (159279.980000 sec): 3 clusters
  Score: Raw -385148.010893 + Penalty 2737.436816 = -382410.574077
  nChanged 21
		SP:Iteration 16Q (159280.130000 sec): 3 clusters
  Score: Raw -385154.170722 + Penalty 2737.436816 = -382416.733905
  nChanged 17
		SP:Iteration 17Q (159280.290000 sec): 3 clusters
  Score: Raw -385158.314908 + Penalty 2737.436816 = -382420.878091
  nChanged 13
		SP:Iteration 18Q (159280.450000 sec): 3 clusters
  Score: Raw -385162.288659 + Penalty 2737.436816 = -382424.851842
  nChanged 13
		SP:Iteration 19Q (159280.600000 sec): 3 clusters
  Score: Raw -385165.153025 + Penalty 2737.436816 = -382427.716208
  nChanged 12
		SP:Iteration 20F (159280.750000 sec): 3 clusters
  Score: Raw -385168.494413 + Penalty 2737.436816 = -382431.057596
  nChanged 10
		SP:Iteration 21Q (159280.910000 sec): 3 clusters
  Score: Raw -385171.501089 + Penalty 2737.436816 = -382434.064273
  nChanged 18
		SP:Iteration 22Q (159281.110000 sec): 3 clusters
  Score: Raw -385178.896886 + Penalty 2737.436816 = -382441.460070
  nChanged 22
		SP:Iteration 23Q (159281.320000 sec): 3 clusters
  Score: Raw -385186.326838 + Penalty 2737.436816 = -382448.890021
  nChanged 15
		SP:Iteration 24Q (159281.460000 sec): 3 clusters
  Score: Raw -385189.959240 + Penalty 2737.436816 = -382452.522424
  nChanged 15
		SP:Iteration 25Q (159281.610000 sec): 3 clusters
  Score: Raw -385193.751055 + Penalty 2737.436816 = -382456.314239
  nChanged 8
		SP:Iteration 26Q (159281.770000 sec): 3 clusters
  Score: Raw -385195.713403 + Penalty 2737.436816 = -382458.276586
  nChanged 6
		SP:Iteration 27Q (159281.930000 sec): 3 clusters
  Score: Raw -385197.179801 + Penalty 2737.436816 = -382459.742984
  nChanged 10
		SP:Iteration 28Q (159282.110000 sec): 3 clusters
  Score: Raw -385200.275222 + Penalty 2737.436816 = -382462.838406
  nChanged 10
		SP:Iteration 29Q (159282.270000 sec): 3 clusters
  Score: Raw -385202.511426 + Penalty 2737.436816 = -382465.074610
  nChanged 13
		SP:Iteration 30Q (159282.430000 sec): 3 clusters
  Score: Raw -385204.958356 + Penalty 2737.436816 = -382467.521539
  nChanged 10
		SP:Iteration 31Q (159282.590000 sec): 3 clusters
  Score: Raw -385206.779596 + Penalty 2737.436816 = -382469.342780
  nChanged 7
		SP:Iteration 32Q (159282.790000 sec): 3 clusters
  Score: Raw -385208.179700 + Penalty 2737.436816 = -382470.742883
  nChanged 5
		SP:Iteration 33Q (159282.950000 sec): 3 clusters
  Score: Raw -385208.896514 + Penalty 2737.436816 = -382471.459698
  nChanged 1
		SP:Iteration 34Q (159283.070000 sec): 3 clusters
  Score: Raw -385209.517657 + Penalty 2737.436816 = -382472.080841
  nChanged 3
		SP:Iteration 35Q (159283.230000 sec): 3 clusters
  Score: Raw -385210.296879 + Penalty 2737.436816 = -382472.860063
  nChanged 5
		SP:Iteration 36Q (159283.380000 sec): 3 clusters
  Score: Raw -385211.547224 + Penalty 2737.436816 = -382474.110407
  nChanged 4
		SP:Iteration 37Q (159283.530000 sec): 3 clusters
  Score: Raw -385213.489495 + Penalty 2737.436816 = -382476.052679
  nChanged 8
		SP:Iteration 38Q (159283.690000 sec): 3 clusters
  Score: Raw -385215.677729 + Penalty 2737.436816 = -382478.240913
  nChanged 7
		SP:Iteration 39Q (159283.850000 sec): 3 clusters
  Score: Raw -385217.707332 + Penalty 2737.436816 = -382480.270516
  nChanged 8
		SP:Iteration 40F (159284.010000 sec): 3 clusters
  Score: Raw -385220.295656 + Penalty 2737.436816 = -382482.858840
  nChanged 7
		SP:Iteration 41Q (159284.170000 sec): 3 clusters
  Score: Raw -385223.050844 + Penalty 2737.436816 = -382485.614027
  nChanged 8
		SP:Iteration 42Q (159284.310000 sec): 3 clusters
  Score: Raw -385225.574150 + Penalty 2737.436816 = -382488.137333
  nChanged 9
		SP:Iteration 43Q (159284.450000 sec): 3 clusters
  Score: Raw -385227.918210 + Penalty 2737.436816 = -382490.481393
  nChanged 6
		SP:Iteration 44Q (159284.590000 sec): 3 clusters
  Score: Raw -385229.093493 + Penalty 2737.436816 = -382491.656677
  nChanged 5
		SP:Iteration 45Q (159284.740000 sec): 3 clusters
  Score: Raw -385230.214119 + Penalty 2737.436816 = -382492.777303
  nChanged 10
		SP:Iteration 46Q (159284.880000 sec): 3 clusters
  Score: Raw -385232.287538 + Penalty 2737.436816 = -382494.850722
  nChanged 8
		SP:Iteration 47Q (159285.030000 sec): 3 clusters
  Score: Raw -385234.797139 + Penalty 2737.436816 = -382497.360323
  nChanged 4
		SP:Iteration 48Q (159285.170000 sec): 3 clusters
  Score: Raw -385235.488887 + Penalty 2737.436816 = -382498.052070
  nChanged 3
		SP:Iteration 49Q (159285.310000 sec): 3 clusters
  Score: Raw -385235.879051 + Penalty 2737.436816 = -382498.442235
  nChanged 2
		SP:Iteration 50Q (159285.460000 sec): 3 clusters
  Score: Raw -385236.331910 + Penalty 2737.436816 = -382498.895094
  nChanged 0
		SP:Iteration 51F (159285.600000 sec): 3 clusters
  Score: Raw -385236.331910 + Penalty 2737.436816 = -382498.895094
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159285.710000 sec): 2 clusters
  Score: Raw -414923.462439 + Penalty 1355.285315 = -413568.177125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159285.890000 sec): 3 clusters
  Score: Raw -412805.078476 + Penalty 2710.570629 = -410094.507847
  nChanged 1644
		SP:Iteration 1F (159286.040000 sec): 3 clusters
  Score: Raw -413720.138615 + Penalty 2710.570629 = -411009.567986
  nChanged 312
		SP:Iteration 2F (159286.200000 sec): 3 clusters
  Score: Raw -413882.838976 + Penalty 2710.570629 = -411172.268346
  nChanged 205
		SP:Iteration 3Q (159286.350000 sec): 3 clusters
  Score: Raw -413984.380196 + Penalty 2710.570629 = -411273.809567
  nChanged 157
		SP:Iteration 4Q (159286.500000 sec): 3 clusters
  Score: Raw -414049.160369 + Penalty 2710.570629 = -411338.589740
  nChanged 109
		SP:Iteration 5Q (159286.660000 sec): 3 clusters
  Score: Raw -414093.978040 + Penalty 2710.570629 = -411383.407411
  nChanged 101
		SP:Iteration 6Q (159286.820000 sec): 3 clusters
  Score: Raw -414137.535183 + Penalty 2710.570629 = -411426.964554
  nChanged 94
		SP:Iteration 7Q (159286.970000 sec): 3 clusters
  Score: Raw -414186.716662 + Penalty 2710.570629 = -411476.146032
  nChanged 104
		SP:Iteration 8Q (159287.130000 sec): 3 clusters
  Score: Raw -414243.408322 + Penalty 2710.570629 = -411532.837692
  nChanged 113
		SP:Iteration 9Q (159287.280000 sec): 3 clusters
  Score: Raw -414315.596512 + Penalty 2710.570629 = -411605.025883
  nChanged 131
		SP:Iteration 10Q (159287.440000 sec): 3 clusters
  Score: Raw -414409.511237 + Penalty 2710.570629 = -411698.940608
  nChanged 167
		SP:Iteration 11Q (159287.600000 sec): 3 clusters
  Score: Raw -414526.325877 + Penalty 2710.570629 = -411815.755247
  nChanged 165
		SP:Iteration 12Q (159287.760000 sec): 3 clusters
  Score: Raw -414640.958715 + Penalty 2710.570629 = -411930.388086
  nChanged 164
		SP:Iteration 13Q (159287.910000 sec): 3 clusters
  Score: Raw -414770.939950 + Penalty 2710.570629 = -412060.369320
  nChanged 162
		SP:Iteration 14Q (159288.070000 sec): 3 clusters
  Score: Raw -414890.057969 + Penalty 2710.570629 = -412179.487339
  nChanged 150
		SP:Iteration 15Q (159288.230000 sec): 3 clusters
  Score: Raw -415011.098399 + Penalty 2710.570629 = -412300.527769
  nChanged 129
		SP:Iteration 16Q (159288.380000 sec): 3 clusters
  Score: Raw -415108.590987 + Penalty 2710.570629 = -412398.020357
  nChanged 111
		SP:Iteration 17Q (159288.530000 sec): 3 clusters
  Score: Raw -415187.241273 + Penalty 2710.570629 = -412476.670643
  nChanged 90
		SP:Iteration 18Q (159288.690000 sec): 3 clusters
  Score: Raw -415245.013544 + Penalty 2710.570629 = -412534.442915
  nChanged 58
		SP:Iteration 19Q (159288.850000 sec): 3 clusters
  Score: Raw -415278.024682 + Penalty 2710.570629 = -412567.454053
  nChanged 50
		SP:Iteration 20F (159289.000000 sec): 3 clusters
  Score: Raw -415304.460168 + Penalty 2710.570629 = -412593.889539
  nChanged 38
		SP:Iteration 21Q (159289.160000 sec): 3 clusters
  Score: Raw -415320.160433 + Penalty 2710.570629 = -412609.589803
  nChanged 17
		SP:Iteration 22Q (159289.320000 sec): 3 clusters
  Score: Raw -415328.058674 + Penalty 2710.570629 = -412617.488045
  nChanged 20
		SP:Iteration 23Q (159289.480000 sec): 3 clusters
  Score: Raw -415336.961372 + Penalty 2710.570629 = -412626.390743
  nChanged 13
		SP:Iteration 24Q (159289.650000 sec): 3 clusters
  Score: Raw -415342.534894 + Penalty 2710.570629 = -412631.964265
  nChanged 10
		SP:Iteration 25Q (159289.790000 sec): 3 clusters
  Score: Raw -415347.402653 + Penalty 2710.570629 = -412636.832024
  nChanged 7
		SP:Iteration 26Q (159289.950000 sec): 3 clusters
  Score: Raw -415349.899569 + Penalty 2710.570629 = -412639.328939
  nChanged 7
		SP:Iteration 27Q (159290.110000 sec): 3 clusters
  Score: Raw -415353.098333 + Penalty 2710.570629 = -412642.527703
  nChanged 0
		SP:Iteration 28F (159290.270000 sec): 3 clusters
  Score: Raw -415353.098333 + Penalty 2710.570629 = -412642.527703
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (7742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159290.420000 sec): 2 clusters
  Score: Raw -711142.881566 + Penalty 1455.092491 = -709687.789075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159290.580000 sec): 3 clusters
  Score: Raw -706871.198051 + Penalty 2910.184983 = -703961.013069
  nChanged 3227
		SP:Iteration 1F (159290.780000 sec): 3 clusters
  Score: Raw -708792.973848 + Penalty 2910.184983 = -705882.788866
  nChanged 659
		SP:Iteration 2F (159290.960000 sec): 3 clusters
  Score: Raw -709244.933948 + Penalty 2910.184983 = -706334.748965
  nChanged 612
		SP:Iteration 3F (159291.140000 sec): 3 clusters
  Score: Raw -709617.208518 + Penalty 2910.184983 = -706707.023536
  nChanged 472
		SP:Iteration 4F (159291.320000 sec): 3 clusters
  Score: Raw -709887.679327 + Penalty 2910.184983 = -706977.494344
  nChanged 381
		SP:Iteration 5Q (159291.500000 sec): 3 clusters
  Score: Raw -710098.371318 + Penalty 2910.184983 = -707188.186335
  nChanged 302
		SP:Iteration 6Q (159291.670000 sec): 3 clusters
  Score: Raw -710256.136757 + Penalty 2910.184983 = -707345.951774
  nChanged 266
		SP:Iteration 7Q (159291.860000 sec): 3 clusters
  Score: Raw -710390.484617 + Penalty 2910.184983 = -707480.299634
  nChanged 230
		SP:Iteration 8Q (159292.040000 sec): 3 clusters
  Score: Raw -710504.047970 + Penalty 2910.184983 = -707593.862988
  nChanged 178
		SP:Iteration 9Q (159292.220000 sec): 3 clusters
  Score: Raw -710594.361009 + Penalty 2910.184983 = -707684.176026
  nChanged 184
		SP:Iteration 10Q (159292.400000 sec): 3 clusters
  Score: Raw -710679.973838 + Penalty 2910.184983 = -707769.788855
  nChanged 148
		SP:Iteration 11Q (159292.580000 sec): 3 clusters
  Score: Raw -710743.951718 + Penalty 2910.184983 = -707833.766735
  nChanged 127
		SP:Iteration 12Q (159292.750000 sec): 3 clusters
  Score: Raw -710803.291568 + Penalty 2910.184983 = -707893.106585
  nChanged 118
		SP:Iteration 13Q (159292.930000 sec): 3 clusters
  Score: Raw -710858.966163 + Penalty 2910.184983 = -707948.781180
  nChanged 109
		SP:Iteration 14Q (159293.120000 sec): 3 clusters
  Score: Raw -710909.923498 + Penalty 2910.184983 = -707999.738515
  nChanged 100
		SP:Iteration 15Q (159293.310000 sec): 3 clusters
  Score: Raw -710960.729617 + Penalty 2910.184983 = -708050.544635
  nChanged 104
		SP:Iteration 16Q (159293.500000 sec): 3 clusters
  Score: Raw -711008.126945 + Penalty 2910.184983 = -708097.941962
  nChanged 78
		SP:Iteration 17Q (159293.690000 sec): 3 clusters
  Score: Raw -711047.247174 + Penalty 2910.184983 = -708137.062191
  nChanged 84
		SP:Iteration 18Q (159293.910000 sec): 3 clusters
  Score: Raw -711085.780640 + Penalty 2910.184983 = -708175.595657
  nChanged 69
		SP:Iteration 19Q (159294.090000 sec): 3 clusters
  Score: Raw -711114.594118 + Penalty 2910.184983 = -708204.409135
  nChanged 58
		SP:Iteration 20F (159294.270000 sec): 3 clusters
  Score: Raw -711144.912181 + Penalty 2910.184983 = -708234.727198
  nChanged 66
		SP:Iteration 21Q (159294.440000 sec): 3 clusters
  Score: Raw -711178.160939 + Penalty 2910.184983 = -708267.975956
  nChanged 51
		SP:Iteration 22Q (159294.630000 sec): 3 clusters
  Score: Raw -711203.888299 + Penalty 2910.184983 = -708293.703316
  nChanged 41
		SP:Iteration 23Q (159294.800000 sec): 3 clusters
  Score: Raw -711222.428434 + Penalty 2910.184983 = -708312.243451
  nChanged 34
		SP:Iteration 24Q (159294.980000 sec): 3 clusters
  Score: Raw -711238.613869 + Penalty 2910.184983 = -708328.428887
  nChanged 33
		SP:Iteration 25Q (159295.160000 sec): 3 clusters
  Score: Raw -711253.448337 + Penalty 2910.184983 = -708343.263354
  nChanged 25
		SP:Iteration 26Q (159295.390000 sec): 3 clusters
  Score: Raw -711264.127147 + Penalty 2910.184983 = -708353.942164
  nChanged 20
		SP:Iteration 27Q (159295.610000 sec): 3 clusters
  Score: Raw -711274.053338 + Penalty 2910.184983 = -708363.868355
  nChanged 22
		SP:Iteration 28Q (159295.790000 sec): 3 clusters
  Score: Raw -711284.767973 + Penalty 2910.184983 = -708374.582991
  nChanged 16
		SP:Iteration 29Q (159295.990000 sec): 3 clusters
  Score: Raw -711294.740904 + Penalty 2910.184983 = -708384.555921
  nChanged 17
		SP:Iteration 30Q (159296.120000 sec): 3 clusters
  Score: Raw -711306.286295 + Penalty 2910.184983 = -708396.101312
  nChanged 25
		SP:Iteration 31Q (159296.280000 sec): 3 clusters
  Score: Raw -711319.478277 + Penalty 2910.184983 = -708409.293295
  nChanged 16
		SP:Iteration 32Q (159296.440000 sec): 3 clusters
  Score: Raw -711329.136365 + Penalty 2910.184983 = -708418.951382
  nChanged 21
		SP:Iteration 33Q (159296.610000 sec): 3 clusters
  Score: Raw -711340.506985 + Penalty 2910.184983 = -708430.322003
  nChanged 19
		SP:Iteration 34Q (159296.780000 sec): 3 clusters
  Score: Raw -711348.122164 + Penalty 2910.184983 = -708437.937181
  nChanged 11
		SP:Iteration 35Q (159296.940000 sec): 3 clusters
  Score: Raw -711354.668987 + Penalty 2910.184983 = -708444.484004
  nChanged 11
		SP:Iteration 36Q (159297.150000 sec): 3 clusters
  Score: Raw -711360.723497 + Penalty 2910.184983 = -708450.538515
  nChanged 17
		SP:Iteration 37Q (159297.330000 sec): 3 clusters
  Score: Raw -711372.145515 + Penalty 2910.184983 = -708461.960532
  nChanged 22
		SP:Iteration 38Q (159297.510000 sec): 3 clusters
  Score: Raw -711385.044252 + Penalty 2910.184983 = -708474.859269
  nChanged 10
		SP:Iteration 39Q (159297.680000 sec): 3 clusters
  Score: Raw -711392.132718 + Penalty 2910.184983 = -708481.947735
  nChanged 13
		SP:Iteration 40F (159297.890000 sec): 3 clusters
  Score: Raw -711403.184226 + Penalty 2910.184983 = -708492.999243
  nChanged 9
		SP:Iteration 41Q (159298.060000 sec): 3 clusters
  Score: Raw -711409.453224 + Penalty 2910.184983 = -708499.268241
  nChanged 7
		SP:Iteration 42Q (159298.240000 sec): 3 clusters
  Score: Raw -711414.174358 + Penalty 2910.184983 = -708503.989375
  nChanged 8
		SP:Iteration 43Q (159298.410000 sec): 3 clusters
  Score: Raw -711418.554885 + Penalty 2910.184983 = -708508.369902
  nChanged 7
		SP:Iteration 44Q (159298.590000 sec): 3 clusters
  Score: Raw -711425.538661 + Penalty 2910.184983 = -708515.353678
  nChanged 12
		SP:Iteration 45Q (159298.760000 sec): 3 clusters
  Score: Raw -711434.844342 + Penalty 2910.184983 = -708524.659359
  nChanged 10
		SP:Iteration 46Q (159298.940000 sec): 3 clusters
  Score: Raw -711441.976082 + Penalty 2910.184983 = -708531.791100
  nChanged 7
		SP:Iteration 47Q (159299.110000 sec): 3 clusters
  Score: Raw -711444.904251 + Penalty 2910.184983 = -708534.719268
  nChanged 4
		SP:Iteration 48Q (159299.290000 sec): 3 clusters
  Score: Raw -711446.657508 + Penalty 2910.184983 = -708536.472525
  nChanged 3
		SP:Iteration 49Q (159299.460000 sec): 3 clusters
  Score: Raw -711447.917055 + Penalty 2910.184983 = -708537.732073
  nChanged 4
		SP:Iteration 50Q (159299.650000 sec): 3 clusters
  Score: Raw -711448.903358 + Penalty 2910.184983 = -708538.718375
  nChanged 2
		SP:Iteration 51Q (159299.830000 sec): 3 clusters
  Score: Raw -711449.434828 + Penalty 2910.184983 = -708539.249845
  nChanged 1
		SP:Iteration 52Q (159300.010000 sec): 3 clusters
  Score: Raw -711449.999832 + Penalty 2910.184983 = -708539.814850
  nChanged 2
		SP:Iteration 53Q (159300.240000 sec): 3 clusters
  Score: Raw -711451.534882 + Penalty 2910.184983 = -708541.349899
  nChanged 3
		SP:Iteration 54Q (159300.410000 sec): 3 clusters
  Score: Raw -711453.249820 + Penalty 2910.184983 = -708543.064837
  nChanged 0
		SP:Iteration 55F (159300.630000 sec): 3 clusters
  Score: Raw -711453.249820 + Penalty 2910.184983 = -708543.064837
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (7115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159300.730000 sec): 2 clusters
  Score: Raw -619189.401743 + Penalty 1441.368583 = -617748.033160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159300.890000 sec): 3 clusters
  Score: Raw -615325.948385 + Penalty 2882.737166 = -612443.211219
  nChanged 2970
		SP:Iteration 1F (159301.070000 sec): 3 clusters
  Score: Raw -617146.085314 + Penalty 2882.737166 = -614263.348148
  nChanged 635
		SP:Iteration 2F (159301.270000 sec): 3 clusters
  Score: Raw -617730.972159 + Penalty 2882.737166 = -614848.234993
  nChanged 608
		SP:Iteration 3F (159301.460000 sec): 3 clusters
  Score: Raw -618213.043415 + Penalty 2882.737166 = -615330.306249
  nChanged 511
		SP:Iteration 4F (159301.650000 sec): 3 clusters
  Score: Raw -618610.322900 + Penalty 2882.737166 = -615727.585734
  nChanged 396
		SP:Iteration 5F (159301.830000 sec): 3 clusters
  Score: Raw -618857.878084 + Penalty 2882.737166 = -615975.140918
  nChanged 300
		SP:Iteration 6Q (159302.010000 sec): 3 clusters
  Score: Raw -619005.913350 + Penalty 2882.737166 = -616123.176184
  nChanged 240
		SP:Iteration 7Q (159302.200000 sec): 3 clusters
  Score: Raw -619122.955630 + Penalty 2882.737166 = -616240.218464
  nChanged 184
		SP:Iteration 8Q (159302.410000 sec): 3 clusters
  Score: Raw -619198.836142 + Penalty 2882.737166 = -616316.098976
  nChanged 143
		SP:Iteration 9Q (159302.610000 sec): 3 clusters
  Score: Raw -619245.383957 + Penalty 2882.737166 = -616362.646791
  nChanged 102
		SP:Iteration 10Q (159302.810000 sec): 3 clusters
  Score: Raw -619277.460964 + Penalty 2882.737166 = -616394.723799
  nChanged 82
		SP:Iteration 11Q (159303.020000 sec): 3 clusters
  Score: Raw -619300.379599 + Penalty 2882.737166 = -616417.642433
  nChanged 60
		SP:Iteration 12Q (159303.200000 sec): 3 clusters
  Score: Raw -619313.869117 + Penalty 2882.737166 = -616431.131951
  nChanged 47
		SP:Iteration 13Q (159303.410000 sec): 3 clusters
  Score: Raw -619322.333098 + Penalty 2882.737166 = -616439.595932
  nChanged 37
		SP:Iteration 14Q (159303.610000 sec): 3 clusters
  Score: Raw -619330.130554 + Penalty 2882.737166 = -616447.393388
  nChanged 40
		SP:Iteration 15Q (159303.820000 sec): 3 clusters
  Score: Raw -619337.934814 + Penalty 2882.737166 = -616455.197648
  nChanged 34
		SP:Iteration 16Q (159304.030000 sec): 3 clusters
  Score: Raw -619345.145662 + Penalty 2882.737166 = -616462.408496
  nChanged 36
		SP:Iteration 17Q (159304.230000 sec): 3 clusters
  Score: Raw -619351.946910 + Penalty 2882.737166 = -616469.209744
  nChanged 29
		SP:Iteration 18Q (159304.430000 sec): 3 clusters
  Score: Raw -619358.597475 + Penalty 2882.737166 = -616475.860309
  nChanged 23
		SP:Iteration 19Q (159304.640000 sec): 3 clusters
  Score: Raw -619363.317718 + Penalty 2882.737166 = -616480.580552
  nChanged 22
		SP:Iteration 20F (159304.840000 sec): 3 clusters
  Score: Raw -619368.378604 + Penalty 2882.737166 = -616485.641438
  nChanged 29
		SP:Iteration 21Q (159305.050000 sec): 3 clusters
  Score: Raw -619372.945656 + Penalty 2882.737166 = -616490.208490
  nChanged 22
		SP:Iteration 22Q (159305.250000 sec): 3 clusters
  Score: Raw -619376.424456 + Penalty 2882.737166 = -616493.687290
  nChanged 17
		SP:Iteration 23Q (159305.450000 sec): 3 clusters
  Score: Raw -619379.385315 + Penalty 2882.737166 = -616496.648149
  nChanged 18
		SP:Iteration 24Q (159305.680000 sec): 3 clusters
  Score: Raw -619381.921052 + Penalty 2882.737166 = -616499.183886
  nChanged 11
		SP:Iteration 25Q (159305.870000 sec): 3 clusters
  Score: Raw -619383.452597 + Penalty 2882.737166 = -616500.715431
  nChanged 11
		SP:Iteration 26Q (159306.050000 sec): 3 clusters
  Score: Raw -619384.828111 + Penalty 2882.737166 = -616502.090945
  nChanged 11
		SP:Iteration 27Q (159306.230000 sec): 3 clusters
  Score: Raw -619387.134774 + Penalty 2882.737166 = -616504.397608
  nChanged 13
		SP:Iteration 28Q (159306.420000 sec): 3 clusters
  Score: Raw -619389.367893 + Penalty 2882.737166 = -616506.630727
  nChanged 17
		SP:Iteration 29Q (159306.600000 sec): 3 clusters
  Score: Raw -619391.375803 + Penalty 2882.737166 = -616508.638637
  nChanged 5
		SP:Iteration 30Q (159306.770000 sec): 3 clusters
  Score: Raw -619392.023825 + Penalty 2882.737166 = -616509.286659
  nChanged 6
		SP:Iteration 31Q (159306.940000 sec): 3 clusters
  Score: Raw -619393.246137 + Penalty 2882.737166 = -616510.508971
  nChanged 6
		SP:Iteration 32Q (159307.160000 sec): 3 clusters
  Score: Raw -619393.875009 + Penalty 2882.737166 = -616511.137844
  nChanged 4
		SP:Iteration 33Q (159307.340000 sec): 3 clusters
  Score: Raw -619394.143639 + Penalty 2882.737166 = -616511.406474
  nChanged 3
		SP:Iteration 34Q (159307.510000 sec): 3 clusters
  Score: Raw -619394.575396 + Penalty 2882.737166 = -616511.838230
  nChanged 2
		SP:Iteration 35Q (159307.690000 sec): 3 clusters
  Score: Raw -619394.814807 + Penalty 2882.737166 = -616512.077641
  nChanged 3
		SP:Iteration 36Q (159307.860000 sec): 3 clusters
  Score: Raw -619395.338893 + Penalty 2882.737166 = -616512.601727
  nChanged 4
		SP:Iteration 37Q (159308.040000 sec): 3 clusters
  Score: Raw -619395.767161 + Penalty 2882.737166 = -616513.029995
  nChanged 4
		SP:Iteration 38Q (159308.270000 sec): 3 clusters
  Score: Raw -619396.326983 + Penalty 2882.737166 = -616513.589817
  nChanged 2
		SP:Iteration 39Q (159308.440000 sec): 3 clusters
  Score: Raw -619396.650900 + Penalty 2882.737166 = -616513.913734
  nChanged 1
		SP:Iteration 40F (159308.630000 sec): 3 clusters
  Score: Raw -619396.977581 + Penalty 2882.737166 = -616514.240415
  nChanged 2
		SP:Iteration 41Q (159308.870000 sec): 3 clusters
  Score: Raw -619397.285840 + Penalty 2882.737166 = -616514.548674
  nChanged 3
		SP:Iteration 42Q (159309.010000 sec): 3 clusters
  Score: Raw -619397.962097 + Penalty 2882.737166 = -616515.224931
  nChanged 2
		SP:Iteration 43Q (159309.290000 sec): 3 clusters
  Score: Raw -619398.381096 + Penalty 2882.737166 = -616515.643930
  nChanged 5
		SP:Iteration 44Q (159309.440000 sec): 3 clusters
  Score: Raw -619398.780322 + Penalty 2882.737166 = -616516.043156
  nChanged 3
		SP:Iteration 45Q (159309.630000 sec): 3 clusters
  Score: Raw -619399.382811 + Penalty 2882.737166 = -616516.645646
  nChanged 3
		SP:Iteration 46Q (159309.830000 sec): 3 clusters
  Score: Raw -619399.632715 + Penalty 2882.737166 = -616516.895549
  nChanged 0
		SP:Iteration 47F (159310.010000 sec): 3 clusters
  Score: Raw -619399.632715 + Penalty 2882.737166 = -616516.895549
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159310.110000 sec): 2 clusters
  Score: Raw -293214.814710 + Penalty 1320.415036 = -291894.399675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159310.270000 sec): 3 clusters
  Score: Raw -291598.540330 + Penalty 2640.830071 = -288957.710259
  nChanged 1303
		SP:Iteration 1F (159310.450000 sec): 3 clusters
  Score: Raw -292436.540292 + Penalty 2640.830071 = -289795.710221
  nChanged 347
		SP:Iteration 2F (159310.620000 sec): 3 clusters
  Score: Raw -292808.185954 + Penalty 2640.830071 = -290167.355883
  nChanged 282
		SP:Iteration 3F (159310.770000 sec): 3 clusters
  Score: Raw -293067.450475 + Penalty 2640.830071 = -290426.620404
  nChanged 192
		SP:Iteration 4F (159310.930000 sec): 3 clusters
  Score: Raw -293222.437824 + Penalty 2640.830071 = -290581.607753
  nChanged 148
		SP:Iteration 5Q (159311.090000 sec): 3 clusters
  Score: Raw -293340.687910 + Penalty 2640.830071 = -290699.857839
  nChanged 134
		SP:Iteration 6Q (159311.270000 sec): 3 clusters
  Score: Raw -293432.294044 + Penalty 2640.830071 = -290791.463973
  nChanged 95
		SP:Iteration 7Q (159311.440000 sec): 3 clusters
  Score: Raw -293484.603579 + Penalty 2640.830071 = -290843.773508
  nChanged 59
		SP:Iteration 8Q (159311.610000 sec): 3 clusters
  Score: Raw -293513.942782 + Penalty 2640.830071 = -290873.112711
  nChanged 38
		SP:Iteration 9Q (159311.820000 sec): 3 clusters
  Score: Raw -293530.115442 + Penalty 2640.830071 = -290889.285371
  nChanged 35
		SP:Iteration 10Q (159311.970000 sec): 3 clusters
  Score: Raw -293541.872940 + Penalty 2640.830071 = -290901.042869
  nChanged 25
		SP:Iteration 11Q (159312.140000 sec): 3 clusters
  Score: Raw -293550.366956 + Penalty 2640.830071 = -290909.536884
  nChanged 16
		SP:Iteration 12Q (159312.290000 sec): 3 clusters
  Score: Raw -293555.669506 + Penalty 2640.830071 = -290914.839434
  nChanged 14
		SP:Iteration 13Q (159312.500000 sec): 3 clusters
  Score: Raw -293560.801423 + Penalty 2640.830071 = -290919.971352
  nChanged 12
		SP:Iteration 14Q (159312.600000 sec): 3 clusters
  Score: Raw -293565.032974 + Penalty 2640.830071 = -290924.202902
  nChanged 13
		SP:Iteration 15Q (159312.700000 sec): 3 clusters
  Score: Raw -293570.232309 + Penalty 2640.830071 = -290929.402238
  nChanged 10
		SP:Iteration 16Q (159312.770000 sec): 3 clusters
  Score: Raw -293573.306730 + Penalty 2640.830071 = -290932.476659
  nChanged 14
		SP:Iteration 17Q (159312.840000 sec): 3 clusters
  Score: Raw -293578.065307 + Penalty 2640.830071 = -290937.235236
  nChanged 16
		SP:Iteration 18Q (159312.910000 sec): 3 clusters
  Score: Raw -293583.257544 + Penalty 2640.830071 = -290942.427473
  nChanged 23
		SP:Iteration 19Q (159313.020000 sec): 3 clusters
  Score: Raw -293594.455583 + Penalty 2640.830071 = -290953.625512
  nChanged 28
		SP:Iteration 20F (159313.250000 sec): 3 clusters
  Score: Raw -293611.580188 + Penalty 2640.830071 = -290970.750117
  nChanged 34
		SP:Iteration 21Q (159313.370000 sec): 3 clusters
  Score: Raw -293633.469200 + Penalty 2640.830071 = -290992.639129
  nChanged 37
		SP:Iteration 22Q (159313.520000 sec): 3 clusters
  Score: Raw -293665.600526 + Penalty 2640.830071 = -291024.770455
  nChanged 40
		SP:Iteration 23Q (159313.660000 sec): 3 clusters
  Score: Raw -293703.339395 + Penalty 2640.830071 = -291062.509323
  nChanged 52
		SP:Iteration 24Q (159313.800000 sec): 3 clusters
  Score: Raw -293755.346302 + Penalty 2640.830071 = -291114.516231
  nChanged 49
		SP:Iteration 25Q (159313.950000 sec): 3 clusters
  Score: Raw -293804.689521 + Penalty 2640.830071 = -291163.859450
  nChanged 52
		SP:Iteration 26Q (159314.090000 sec): 3 clusters
  Score: Raw -293854.501364 + Penalty 2640.830071 = -291213.671292
  nChanged 46
		SP:Iteration 27Q (159314.240000 sec): 3 clusters
  Score: Raw -293887.069908 + Penalty 2640.830071 = -291246.239837
  nChanged 42
		SP:Iteration 28Q (159314.390000 sec): 3 clusters
  Score: Raw -293908.840732 + Penalty 2640.830071 = -291268.010661
  nChanged 28
		SP:Iteration 29Q (159314.550000 sec): 3 clusters
  Score: Raw -293921.087802 + Penalty 2640.830071 = -291280.257731
  nChanged 21
		SP:Iteration 30Q (159314.680000 sec): 3 clusters
  Score: Raw -293930.157292 + Penalty 2640.830071 = -291289.327221
  nChanged 13
		SP:Iteration 31Q (159314.840000 sec): 3 clusters
  Score: Raw -293934.911504 + Penalty 2640.830071 = -291294.081433
  nChanged 9
		SP:Iteration 32Q (159314.990000 sec): 3 clusters
  Score: Raw -293938.064281 + Penalty 2640.830071 = -291297.234209
  nChanged 8
		SP:Iteration 33Q (159315.150000 sec): 3 clusters
  Score: Raw -293940.718701 + Penalty 2640.830071 = -291299.888630
  nChanged 5
		SP:Iteration 34Q (159315.310000 sec): 3 clusters
  Score: Raw -293942.118804 + Penalty 2640.830071 = -291301.288732
  nChanged 6
		SP:Iteration 35Q (159315.470000 sec): 3 clusters
  Score: Raw -293943.497067 + Penalty 2640.830071 = -291302.666996
  nChanged 7
		SP:Iteration 36Q (159315.630000 sec): 3 clusters
  Score: Raw -293944.975020 + Penalty 2640.830071 = -291304.144949
  nChanged 2
		SP:Iteration 37Q (159315.790000 sec): 3 clusters
  Score: Raw -293945.567806 + Penalty 2640.830071 = -291304.737734
  nChanged 1
		SP:Iteration 38Q (159315.940000 sec): 3 clusters
  Score: Raw -293945.718318 + Penalty 2640.830071 = -291304.888247
  nChanged 1
		SP:Iteration 39Q (159316.100000 sec): 3 clusters
  Score: Raw -293946.056262 + Penalty 2640.830071 = -291305.226191
  nChanged 1
		SP:Iteration 40F (159316.260000 sec): 3 clusters
  Score: Raw -293946.397807 + Penalty 2640.830071 = -291305.567735
  nChanged 1
		SP:Iteration 41Q (159316.420000 sec): 3 clusters
  Score: Raw -293946.881417 + Penalty 2640.830071 = -291306.051346
  nChanged 2
		SP:Iteration 42Q (159316.580000 sec): 3 clusters
  Score: Raw -293947.294478 + Penalty 2640.830071 = -291306.464407
  nChanged 2
		SP:Iteration 43Q (159316.730000 sec): 3 clusters
  Score: Raw -293947.924861 + Penalty 2640.830071 = -291307.094789
  nChanged 0
		SP:Iteration 44F (159316.870000 sec): 3 clusters
  Score: Raw -293947.924861 + Penalty 2640.830071 = -291307.094789
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (3123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159316.980000 sec): 2 clusters
  Score: Raw -223767.952292 + Penalty 1307.564271 = -222460.388021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159317.170000 sec): 3 clusters
  Score: Raw -222325.654676 + Penalty 2615.128541 = -219710.526135
  nChanged 1209
		SP:Iteration 1F (159317.330000 sec): 3 clusters
  Score: Raw -223170.400169 + Penalty 2615.128541 = -220555.271627
  nChanged 299
		SP:Iteration 2F (159317.490000 sec): 3 clusters
  Score: Raw -223415.028368 + Penalty 2615.128541 = -220799.899827
  nChanged 194
		SP:Iteration 3F (159317.640000 sec): 3 clusters
  Score: Raw -223564.039882 + Penalty 2615.128541 = -220948.911341
  nChanged 138
		SP:Iteration 4Q (159317.800000 sec): 3 clusters
  Score: Raw -223661.956774 + Penalty 2615.128541 = -221046.828233
  nChanged 111
		SP:Iteration 5Q (159317.950000 sec): 3 clusters
  Score: Raw -223735.551002 + Penalty 2615.128541 = -221120.422461
  nChanged 89
		SP:Iteration 6Q (159318.110000 sec): 3 clusters
  Score: Raw -223784.986180 + Penalty 2615.128541 = -221169.857639
  nChanged 73
		SP:Iteration 7Q (159318.270000 sec): 3 clusters
  Score: Raw -223829.343907 + Penalty 2615.128541 = -221214.215366
  nChanged 60
		SP:Iteration 8Q (159318.420000 sec): 3 clusters
  Score: Raw -223865.758312 + Penalty 2615.128541 = -221250.629771
  nChanged 54
		SP:Iteration 9Q (159318.580000 sec): 3 clusters
  Score: Raw -223896.655552 + Penalty 2615.128541 = -221281.527011
  nChanged 54
		SP:Iteration 10Q (159318.730000 sec): 3 clusters
  Score: Raw -223923.198319 + Penalty 2615.128541 = -221308.069778
  nChanged 37
		SP:Iteration 11Q (159318.880000 sec): 3 clusters
  Score: Raw -223946.457676 + Penalty 2615.128541 = -221331.329134
  nChanged 41
		SP:Iteration 12Q (159319.050000 sec): 3 clusters
  Score: Raw -223970.315472 + Penalty 2615.128541 = -221355.186931
  nChanged 42
		SP:Iteration 13Q (159319.210000 sec): 3 clusters
  Score: Raw -223991.338536 + Penalty 2615.128541 = -221376.209995
  nChanged 41
		SP:Iteration 14Q (159319.370000 sec): 3 clusters
  Score: Raw -224015.483323 + Penalty 2615.128541 = -221400.354782
  nChanged 42
		SP:Iteration 15Q (159319.530000 sec): 3 clusters
  Score: Raw -224039.729517 + Penalty 2615.128541 = -221424.600976
  nChanged 36
		SP:Iteration 16Q (159319.700000 sec): 3 clusters
  Score: Raw -224056.409545 + Penalty 2615.128541 = -221441.281004
  nChanged 30
		SP:Iteration 17Q (159319.850000 sec): 3 clusters
  Score: Raw -224073.537255 + Penalty 2615.128541 = -221458.408714
  nChanged 29
		SP:Iteration 18Q (159320.010000 sec): 3 clusters
  Score: Raw -224089.228383 + Penalty 2615.128541 = -221474.099842
  nChanged 26
		SP:Iteration 19Q (159320.180000 sec): 3 clusters
  Score: Raw -224107.159345 + Penalty 2615.128541 = -221492.030804
  nChanged 32
		SP:Iteration 20F (159320.380000 sec): 3 clusters
  Score: Raw -224124.728781 + Penalty 2615.128541 = -221509.600240
  nChanged 18
		SP:Iteration 21Q (159320.540000 sec): 3 clusters
  Score: Raw -224136.835331 + Penalty 2615.128541 = -221521.706790
  nChanged 24
		SP:Iteration 22Q (159320.690000 sec): 3 clusters
  Score: Raw -224148.003137 + Penalty 2615.128541 = -221532.874596
  nChanged 16
		SP:Iteration 23Q (159320.840000 sec): 3 clusters
  Score: Raw -224153.619121 + Penalty 2615.128541 = -221538.490580
  nChanged 10
		SP:Iteration 24Q (159321.000000 sec): 3 clusters
  Score: Raw -224157.693022 + Penalty 2615.128541 = -221542.564480
  nChanged 11
		SP:Iteration 25Q (159321.170000 sec): 3 clusters
  Score: Raw -224162.847641 + Penalty 2615.128541 = -221547.719100
  nChanged 11
		SP:Iteration 26Q (159321.330000 sec): 3 clusters
  Score: Raw -224168.021938 + Penalty 2615.128541 = -221552.893397
  nChanged 17
		SP:Iteration 27Q (159321.480000 sec): 3 clusters
  Score: Raw -224174.673747 + Penalty 2615.128541 = -221559.545205
  nChanged 14
		SP:Iteration 28Q (159321.640000 sec): 3 clusters
  Score: Raw -224180.770783 + Penalty 2615.128541 = -221565.642241
  nChanged 14
		SP:Iteration 29Q (159321.790000 sec): 3 clusters
  Score: Raw -224186.233857 + Penalty 2615.128541 = -221571.105316
  nChanged 15
		SP:Iteration 30Q (159321.960000 sec): 3 clusters
  Score: Raw -224190.613271 + Penalty 2615.128541 = -221575.484730
  nChanged 5
		SP:Iteration 31Q (159322.110000 sec): 3 clusters
  Score: Raw -224193.771765 + Penalty 2615.128541 = -221578.643224
  nChanged 5
		SP:Iteration 32Q (159322.270000 sec): 3 clusters
  Score: Raw -224195.217288 + Penalty 2615.128541 = -221580.088747
  nChanged 9
		SP:Iteration 33Q (159322.440000 sec): 3 clusters
  Score: Raw -224200.256077 + Penalty 2615.128541 = -221585.127536
  nChanged 11
		SP:Iteration 34Q (159322.590000 sec): 3 clusters
  Score: Raw -224204.071925 + Penalty 2615.128541 = -221588.943384
  nChanged 8
		SP:Iteration 35Q (159322.750000 sec): 3 clusters
  Score: Raw -224206.640428 + Penalty 2615.128541 = -221591.511887
  nChanged 9
		SP:Iteration 36Q (159322.910000 sec): 3 clusters
  Score: Raw -224209.110798 + Penalty 2615.128541 = -221593.982257
  nChanged 6
		SP:Iteration 37Q (159323.070000 sec): 3 clusters
  Score: Raw -224211.613630 + Penalty 2615.128541 = -221596.485089
  nChanged 11
		SP:Iteration 38Q (159323.230000 sec): 3 clusters
  Score: Raw -224214.911732 + Penalty 2615.128541 = -221599.783191
  nChanged 9
		SP:Iteration 39Q (159323.390000 sec): 3 clusters
  Score: Raw -224217.950157 + Penalty 2615.128541 = -221602.821616
  nChanged 5
		SP:Iteration 40F (159323.570000 sec): 3 clusters
  Score: Raw -224219.190610 + Penalty 2615.128541 = -221604.062069
  nChanged 2
		SP:Iteration 41Q (159323.750000 sec): 3 clusters
  Score: Raw -224219.940538 + Penalty 2615.128541 = -221604.811997
  nChanged 4
		SP:Iteration 42Q (159323.910000 sec): 3 clusters
  Score: Raw -224221.827977 + Penalty 2615.128541 = -221606.699436
  nChanged 7
		SP:Iteration 43Q (159324.070000 sec): 3 clusters
  Score: Raw -224224.624643 + Penalty 2615.128541 = -221609.496102
  nChanged 6
		SP:Iteration 44Q (159324.240000 sec): 3 clusters
  Score: Raw -224226.969058 + Penalty 2615.128541 = -221611.840517
  nChanged 4
		SP:Iteration 45Q (159324.380000 sec): 3 clusters
  Score: Raw -224228.871112 + Penalty 2615.128541 = -221613.742571
  nChanged 5
		SP:Iteration 46Q (159324.550000 sec): 3 clusters
  Score: Raw -224231.177016 + Penalty 2615.128541 = -221616.048475
  nChanged 1
		SP:Iteration 47Q (159324.710000 sec): 3 clusters
  Score: Raw -224231.850442 + Penalty 2615.128541 = -221616.721901
  nChanged 2
		SP:Iteration 48Q (159324.870000 sec): 3 clusters
  Score: Raw -224232.734287 + Penalty 2615.128541 = -221617.605746
  nChanged 2
		SP:Iteration 49Q (159325.040000 sec): 3 clusters
  Score: Raw -224233.805852 + Penalty 2615.128541 = -221618.677311
  nChanged 1
		SP:Iteration 50Q (159325.220000 sec): 3 clusters
  Score: Raw -224234.012003 + Penalty 2615.128541 = -221618.883461
  nChanged 0
		SP:Iteration 51F (159325.390000 sec): 3 clusters
  Score: Raw -224234.012003 + Penalty 2615.128541 = -221618.883461
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (4465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159325.480000 sec): 2 clusters
  Score: Raw -307833.059700 + Penalty 1365.653980 = -306467.405720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159325.630000 sec): 3 clusters
  Score: Raw -305588.583384 + Penalty 2731.307960 = -302857.275423
  nChanged 1789
		SP:Iteration 1F (159325.790000 sec): 3 clusters
  Score: Raw -306829.100739 + Penalty 2731.307960 = -304097.792779
  nChanged 417
		SP:Iteration 2F (159325.940000 sec): 3 clusters
  Score: Raw -307225.519768 + Penalty 2731.307960 = -304494.211808
  nChanged 360
		SP:Iteration 3F (159326.100000 sec): 3 clusters
  Score: Raw -307539.548288 + Penalty 2731.307960 = -304808.240328
  nChanged 261
		SP:Iteration 4F (159326.250000 sec): 3 clusters
  Score: Raw -307713.106338 + Penalty 2731.307960 = -304981.798378
  nChanged 183
		SP:Iteration 5Q (159326.400000 sec): 3 clusters
  Score: Raw -307829.907196 + Penalty 2731.307960 = -305098.599236
  nChanged 145
		SP:Iteration 6Q (159326.560000 sec): 3 clusters
  Score: Raw -307909.396367 + Penalty 2731.307960 = -305178.088407
  nChanged 108
		SP:Iteration 7Q (159326.720000 sec): 3 clusters
  Score: Raw -307975.645370 + Penalty 2731.307960 = -305244.337410
  nChanged 108
		SP:Iteration 8Q (159326.870000 sec): 3 clusters
  Score: Raw -308031.934727 + Penalty 2731.307960 = -305300.626766
  nChanged 82
		SP:Iteration 9Q (159327.020000 sec): 3 clusters
  Score: Raw -308068.433171 + Penalty 2731.307960 = -305337.125211
  nChanged 65
		SP:Iteration 10Q (159327.160000 sec): 3 clusters
  Score: Raw -308096.076334 + Penalty 2731.307960 = -305364.768374
  nChanged 61
		SP:Iteration 11Q (159327.300000 sec): 3 clusters
  Score: Raw -308124.490161 + Penalty 2731.307960 = -305393.182201
  nChanged 51
		SP:Iteration 12Q (159327.440000 sec): 3 clusters
  Score: Raw -308148.318402 + Penalty 2731.307960 = -305417.010441
  nChanged 59
		SP:Iteration 13Q (159327.590000 sec): 3 clusters
  Score: Raw -308174.992069 + Penalty 2731.307960 = -305443.684109
  nChanged 56
		SP:Iteration 14Q (159327.740000 sec): 3 clusters
  Score: Raw -308197.993786 + Penalty 2731.307960 = -305466.685826
  nChanged 50
		SP:Iteration 15Q (159327.890000 sec): 3 clusters
  Score: Raw -308217.198639 + Penalty 2731.307960 = -305485.890679
  nChanged 37
		SP:Iteration 16Q (159328.050000 sec): 3 clusters
  Score: Raw -308231.275246 + Penalty 2731.307960 = -305499.967285
  nChanged 36
		SP:Iteration 17Q (159328.200000 sec): 3 clusters
  Score: Raw -308245.903368 + Penalty 2731.307960 = -305514.595408
  nChanged 32
		SP:Iteration 18Q (159328.360000 sec): 3 clusters
  Score: Raw -308258.938485 + Penalty 2731.307960 = -305527.630524
  nChanged 23
		SP:Iteration 19Q (159328.510000 sec): 3 clusters
  Score: Raw -308269.582634 + Penalty 2731.307960 = -305538.274674
  nChanged 21
		SP:Iteration 20F (159328.670000 sec): 3 clusters
  Score: Raw -308277.133991 + Penalty 2731.307960 = -305545.826031
  nChanged 26
		SP:Iteration 21Q (159328.830000 sec): 3 clusters
  Score: Raw -308284.458571 + Penalty 2731.307960 = -305553.150611
  nChanged 13
		SP:Iteration 22Q (159328.980000 sec): 3 clusters
  Score: Raw -308287.444352 + Penalty 2731.307960 = -305556.136392
  nChanged 6
		SP:Iteration 23Q (159329.140000 sec): 3 clusters
  Score: Raw -308288.425615 + Penalty 2731.307960 = -305557.117655
  nChanged 4
		SP:Iteration 24Q (159329.290000 sec): 3 clusters
  Score: Raw -308289.407646 + Penalty 2731.307960 = -305558.099686
  nChanged 5
		SP:Iteration 25Q (159329.440000 sec): 3 clusters
  Score: Raw -308291.012885 + Penalty 2731.307960 = -305559.704925
  nChanged 3
		SP:Iteration 26Q (159329.600000 sec): 3 clusters
  Score: Raw -308291.915653 + Penalty 2731.307960 = -305560.607693
  nChanged 4
		SP:Iteration 27Q (159329.750000 sec): 3 clusters
  Score: Raw -308292.887628 + Penalty 2731.307960 = -305561.579667
  nChanged 6
		SP:Iteration 28Q (159329.910000 sec): 3 clusters
  Score: Raw -308293.913258 + Penalty 2731.307960 = -305562.605297
  nChanged 5
		SP:Iteration 29Q (159330.060000 sec): 3 clusters
  Score: Raw -308294.640479 + Penalty 2731.307960 = -305563.332519
  nChanged 2
		SP:Iteration 30Q (159330.210000 sec): 3 clusters
  Score: Raw -308294.863681 + Penalty 2731.307960 = -305563.555721
  nChanged 1
		SP:Iteration 31Q (159330.370000 sec): 3 clusters
  Score: Raw -308294.929644 + Penalty 2731.307960 = -305563.621684
  nChanged 0
		SP:Iteration 32F (159330.520000 sec): 3 clusters
  Score: Raw -308294.929644 + Penalty 2731.307960 = -305563.621684
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (1995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159330.590000 sec): 2 clusters
  Score: Raw -185780.586420 + Penalty 1234.739891 = -184545.846529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159330.750000 sec): 3 clusters
  Score: Raw -184930.710328 + Penalty 2469.479782 = -182461.230546
  nChanged 691
		SP:Iteration 1F (159330.900000 sec): 3 clusters
  Score: Raw -185416.102915 + Penalty 2469.479782 = -182946.623133
  nChanged 168
		SP:Iteration 2F (159331.050000 sec): 3 clusters
  Score: Raw -185559.934595 + Penalty 2469.479782 = -183090.454813
  nChanged 95
		SP:Iteration 3Q (159331.210000 sec): 3 clusters
  Score: Raw -185620.908775 + Penalty 2469.479782 = -183151.428993
  nChanged 49
		SP:Iteration 4Q (159331.370000 sec): 3 clusters
  Score: Raw -185649.402236 + Penalty 2469.479782 = -183179.922454
  nChanged 43
		SP:Iteration 5Q (159331.520000 sec): 3 clusters
  Score: Raw -185675.713255 + Penalty 2469.479782 = -183206.233473
  nChanged 35
		SP:Iteration 6Q (159331.680000 sec): 3 clusters
  Score: Raw -185694.812961 + Penalty 2469.479782 = -183225.333179
  nChanged 26
		SP:Iteration 7Q (159331.830000 sec): 3 clusters
  Score: Raw -185707.257738 + Penalty 2469.479782 = -183237.777956
  nChanged 18
		SP:Iteration 8Q (159331.990000 sec): 3 clusters
  Score: Raw -185717.411462 + Penalty 2469.479782 = -183247.931680
  nChanged 24
		SP:Iteration 9Q (159332.140000 sec): 3 clusters
  Score: Raw -185729.736105 + Penalty 2469.479782 = -183260.256323
  nChanged 19
		SP:Iteration 10Q (159332.280000 sec): 3 clusters
  Score: Raw -185738.906881 + Penalty 2469.479782 = -183269.427099
  nChanged 14
		SP:Iteration 11Q (159332.420000 sec): 3 clusters
  Score: Raw -185745.604740 + Penalty 2469.479782 = -183276.124958
  nChanged 14
		SP:Iteration 12Q (159332.560000 sec): 3 clusters
  Score: Raw -185752.045088 + Penalty 2469.479782 = -183282.565306
  nChanged 12
		SP:Iteration 13Q (159332.700000 sec): 3 clusters
  Score: Raw -185758.029380 + Penalty 2469.479782 = -183288.549598
  nChanged 16
		SP:Iteration 14Q (159332.830000 sec): 3 clusters
  Score: Raw -185765.587866 + Penalty 2469.479782 = -183296.108084
  nChanged 12
		SP:Iteration 15Q (159332.980000 sec): 3 clusters
  Score: Raw -185771.198266 + Penalty 2469.479782 = -183301.718484
  nChanged 5
		SP:Iteration 16Q (159333.130000 sec): 3 clusters
  Score: Raw -185772.711753 + Penalty 2469.479782 = -183303.231971
  nChanged 4
		SP:Iteration 17Q (159333.290000 sec): 3 clusters
  Score: Raw -185773.733544 + Penalty 2469.479782 = -183304.253762
  nChanged 6
		SP:Iteration 18Q (159333.450000 sec): 3 clusters
  Score: Raw -185774.847463 + Penalty 2469.479782 = -183305.367681
  nChanged 4
		SP:Iteration 19Q (159333.600000 sec): 3 clusters
  Score: Raw -185775.701689 + Penalty 2469.479782 = -183306.221907
  nChanged 2
		SP:Iteration 20F (159333.760000 sec): 3 clusters
  Score: Raw -185775.957895 + Penalty 2469.479782 = -183306.478113
  nChanged 2
		SP:Iteration 21Q (159333.910000 sec): 3 clusters
  Score: Raw -185776.677320 + Penalty 2469.479782 = -183307.197538
  nChanged 2
		SP:Iteration 22Q (159334.060000 sec): 3 clusters
  Score: Raw -185777.034494 + Penalty 2469.479782 = -183307.554712
  nChanged 1
		SP:Iteration 23Q (159334.220000 sec): 3 clusters
  Score: Raw -185777.483567 + Penalty 2469.479782 = -183308.003785
  nChanged 3
		SP:Iteration 24Q (159334.370000 sec): 3 clusters
  Score: Raw -185778.712920 + Penalty 2469.479782 = -183309.233138
  nChanged 2
		SP:Iteration 25Q (159334.530000 sec): 3 clusters
  Score: Raw -185779.240469 + Penalty 2469.479782 = -183309.760686
  nChanged 3
		SP:Iteration 26Q (159334.690000 sec): 3 clusters
  Score: Raw -185780.483628 + Penalty 2469.479782 = -183311.003846
  nChanged 1
		SP:Iteration 27Q (159334.850000 sec): 3 clusters
  Score: Raw -185781.095610 + Penalty 2469.479782 = -183311.615828
  nChanged 2
		SP:Iteration 28Q (159335.080000 sec): 3 clusters
  Score: Raw -185782.344664 + Penalty 2469.479782 = -183312.864882
  nChanged 2
		SP:Iteration 29Q (159335.240000 sec): 3 clusters
  Score: Raw -185782.895403 + Penalty 2469.479782 = -183313.415621
  nChanged 2
		SP:Iteration 30Q (159335.380000 sec): 3 clusters
  Score: Raw -185784.209036 + Penalty 2469.479782 = -183314.729254
  nChanged 5
		SP:Iteration 31Q (159335.530000 sec): 3 clusters
  Score: Raw -185786.373238 + Penalty 2469.479782 = -183316.893456
  nChanged 3
		SP:Iteration 32Q (159335.660000 sec): 3 clusters
  Score: Raw -185788.603387 + Penalty 2469.479782 = -183319.123605
  nChanged 2
		SP:Iteration 33Q (159335.800000 sec): 3 clusters
  Score: Raw -185789.365886 + Penalty 2469.479782 = -183319.886104
  nChanged 1
		SP:Iteration 34Q (159335.940000 sec): 3 clusters
  Score: Raw -185789.542786 + Penalty 2469.479782 = -183320.063004
  nChanged 1
		SP:Iteration 35Q (159336.070000 sec): 3 clusters
  Score: Raw -185790.078200 + Penalty 2469.479782 = -183320.598418
  nChanged 0
		SP:Iteration 36F (159336.210000 sec): 3 clusters
  Score: Raw -185790.078200 + Penalty 2469.479782 = -183320.598418
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (6237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159336.290000 sec): 2 clusters
  Score: Raw -568012.101315 + Penalty 1419.966369 = -566592.134946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159336.480000 sec): 3 clusters
  Score: Raw -564656.202680 + Penalty 2839.932737 = -561816.269943
  nChanged 2595
		SP:Iteration 1F (159336.630000 sec): 3 clusters
  Score: Raw -566242.577892 + Penalty 2839.932737 = -563402.645155
  nChanged 560
		SP:Iteration 2F (159336.780000 sec): 3 clusters
  Score: Raw -566667.386385 + Penalty 2839.932737 = -563827.453648
  nChanged 465
		SP:Iteration 3F (159336.950000 sec): 3 clusters
  Score: Raw -566979.652918 + Penalty 2839.932737 = -564139.720181
  nChanged 379
		SP:Iteration 4F (159337.140000 sec): 3 clusters
  Score: Raw -567236.530835 + Penalty 2839.932737 = -564396.598098
  nChanged 301
		SP:Iteration 5Q (159337.330000 sec): 3 clusters
  Score: Raw -567420.907059 + Penalty 2839.932737 = -564580.974321
  nChanged 248
		SP:Iteration 6Q (159337.500000 sec): 3 clusters
  Score: Raw -567547.268847 + Penalty 2839.932737 = -564707.336110
  nChanged 191
		SP:Iteration 7Q (159337.690000 sec): 3 clusters
  Score: Raw -567640.525002 + Penalty 2839.932737 = -564800.592265
  nChanged 142
		SP:Iteration 8Q (159337.890000 sec): 3 clusters
  Score: Raw -567701.406755 + Penalty 2839.932737 = -564861.474018
  nChanged 117
		SP:Iteration 9Q (159338.050000 sec): 3 clusters
  Score: Raw -567747.493999 + Penalty 2839.932737 = -564907.561262
  nChanged 102
		SP:Iteration 10Q (159338.220000 sec): 3 clusters
  Score: Raw -567792.840375 + Penalty 2839.932737 = -564952.907638
  nChanged 102
		SP:Iteration 11Q (159338.400000 sec): 3 clusters
  Score: Raw -567838.922763 + Penalty 2839.932737 = -564998.990026
  nChanged 95
		SP:Iteration 12Q (159338.620000 sec): 3 clusters
  Score: Raw -567885.228172 + Penalty 2839.932737 = -565045.295435
  nChanged 88
		SP:Iteration 13Q (159338.810000 sec): 3 clusters
  Score: Raw -567929.119299 + Penalty 2839.932737 = -565089.186562
  nChanged 83
		SP:Iteration 14Q (159338.950000 sec): 3 clusters
  Score: Raw -567970.085841 + Penalty 2839.932737 = -565130.153103
  nChanged 75
		SP:Iteration 15Q (159339.150000 sec): 3 clusters
  Score: Raw -568007.296490 + Penalty 2839.932737 = -565167.363753
  nChanged 88
		SP:Iteration 16Q (159339.350000 sec): 3 clusters
  Score: Raw -568052.340782 + Penalty 2839.932737 = -565212.408045
  nChanged 86
		SP:Iteration 17Q (159339.620000 sec): 3 clusters
  Score: Raw -568090.699826 + Penalty 2839.932737 = -565250.767089
  nChanged 62
		SP:Iteration 18Q (159339.770000 sec): 3 clusters
  Score: Raw -568118.655219 + Penalty 2839.932737 = -565278.722482
  nChanged 63
		SP:Iteration 19Q (159339.960000 sec): 3 clusters
  Score: Raw -568153.643363 + Penalty 2839.932737 = -565313.710626
  nChanged 62
		SP:Iteration 20F (159340.140000 sec): 3 clusters
  Score: Raw -568182.167181 + Penalty 2839.932737 = -565342.234444
  nChanged 55
		SP:Iteration 21Q (159340.320000 sec): 3 clusters
  Score: Raw -568207.162396 + Penalty 2839.932737 = -565367.229658
  nChanged 65
		SP:Iteration 22Q (159340.470000 sec): 3 clusters
  Score: Raw -568247.811201 + Penalty 2839.932737 = -565407.878463
  nChanged 70
		SP:Iteration 23Q (159340.610000 sec): 3 clusters
  Score: Raw -568299.069124 + Penalty 2839.932737 = -565459.136387
  nChanged 73
		SP:Iteration 24Q (159340.770000 sec): 3 clusters
  Score: Raw -568346.386865 + Penalty 2839.932737 = -565506.454127
  nChanged 63
		SP:Iteration 25Q (159340.910000 sec): 3 clusters
  Score: Raw -568376.321615 + Penalty 2839.932737 = -565536.388878
  nChanged 61
		SP:Iteration 26Q (159341.100000 sec): 3 clusters
  Score: Raw -568397.395858 + Penalty 2839.932737 = -565557.463120
  nChanged 48
		SP:Iteration 27Q (159341.290000 sec): 3 clusters
  Score: Raw -568413.569210 + Penalty 2839.932737 = -565573.636473
  nChanged 34
		SP:Iteration 28Q (159341.440000 sec): 3 clusters
  Score: Raw -568424.655956 + Penalty 2839.932737 = -565584.723219
  nChanged 27
		SP:Iteration 29Q (159341.620000 sec): 3 clusters
  Score: Raw -568431.098705 + Penalty 2839.932737 = -565591.165967
  nChanged 25
		SP:Iteration 30Q (159341.810000 sec): 3 clusters
  Score: Raw -568436.349813 + Penalty 2839.932737 = -565596.417075
  nChanged 17
		SP:Iteration 31Q (159342.020000 sec): 3 clusters
  Score: Raw -568440.716017 + Penalty 2839.932737 = -565600.783279
  nChanged 17
		SP:Iteration 32Q (159342.180000 sec): 3 clusters
  Score: Raw -568446.267428 + Penalty 2839.932737 = -565606.334691
  nChanged 24
		SP:Iteration 33Q (159342.340000 sec): 3 clusters
  Score: Raw -568453.757532 + Penalty 2839.932737 = -565613.824794
  nChanged 31
		SP:Iteration 34Q (159342.480000 sec): 3 clusters
  Score: Raw -568462.075114 + Penalty 2839.932737 = -565622.142377
  nChanged 23
		SP:Iteration 35Q (159342.670000 sec): 3 clusters
  Score: Raw -568469.800271 + Penalty 2839.932737 = -565629.867534
  nChanged 29
		SP:Iteration 36Q (159342.870000 sec): 3 clusters
  Score: Raw -568478.439985 + Penalty 2839.932737 = -565638.507247
  nChanged 20
		SP:Iteration 37Q (159343.040000 sec): 3 clusters
  Score: Raw -568484.056014 + Penalty 2839.932737 = -565644.123277
  nChanged 19
		SP:Iteration 38Q (159343.230000 sec): 3 clusters
  Score: Raw -568490.279646 + Penalty 2839.932737 = -565650.346908
  nChanged 22
		SP:Iteration 39Q (159343.420000 sec): 3 clusters
  Score: Raw -568497.569637 + Penalty 2839.932737 = -565657.636900
  nChanged 23
		SP:Iteration 40F (159343.620000 sec): 3 clusters
  Score: Raw -568504.961114 + Penalty 2839.932737 = -565665.028377
  nChanged 24
		SP:Iteration 41Q (159343.790000 sec): 3 clusters
  Score: Raw -568513.074926 + Penalty 2839.932737 = -565673.142188
  nChanged 23
		SP:Iteration 42Q (159343.930000 sec): 3 clusters
  Score: Raw -568520.808346 + Penalty 2839.932737 = -565680.875609
  nChanged 26
		SP:Iteration 43Q (159344.110000 sec): 3 clusters
  Score: Raw -568529.188546 + Penalty 2839.932737 = -565689.255808
  nChanged 25
		SP:Iteration 44Q (159344.260000 sec): 3 clusters
  Score: Raw -568535.803754 + Penalty 2839.932737 = -565695.871016
  nChanged 23
		SP:Iteration 45Q (159344.400000 sec): 3 clusters
  Score: Raw -568541.434910 + Penalty 2839.932737 = -565701.502173
  nChanged 20
		SP:Iteration 46Q (159344.580000 sec): 3 clusters
  Score: Raw -568548.160927 + Penalty 2839.932737 = -565708.228190
  nChanged 28
		SP:Iteration 47Q (159344.770000 sec): 3 clusters
  Score: Raw -568561.795446 + Penalty 2839.932737 = -565721.862709
  nChanged 41
		SP:Iteration 48Q (159344.960000 sec): 3 clusters
  Score: Raw -568579.198488 + Penalty 2839.932737 = -565739.265750
  nChanged 47
		SP:Iteration 49Q (159345.150000 sec): 3 clusters
  Score: Raw -568597.412475 + Penalty 2839.932737 = -565757.479738
  nChanged 52
		SP:Iteration 50Q (159345.420000 sec): 3 clusters
  Score: Raw -568622.013448 + Penalty 2839.932737 = -565782.080711
  nChanged 63
		SP:Iteration 51Q (159345.570000 sec): 3 clusters
  Score: Raw -568654.703249 + Penalty 2839.932737 = -565814.770512
  nChanged 73
		SP:Iteration 52Q (159345.760000 sec): 3 clusters
  Score: Raw -568697.068954 + Penalty 2839.932737 = -565857.136217
  nChanged 71
		SP:Iteration 53Q (159345.940000 sec): 3 clusters
  Score: Raw -568739.139110 + Penalty 2839.932737 = -565899.206372
  nChanged 65
		SP:Iteration 54Q (159346.100000 sec): 3 clusters
  Score: Raw -568776.383258 + Penalty 2839.932737 = -565936.450521
  nChanged 60
		SP:Iteration 55Q (159346.250000 sec): 3 clusters
  Score: Raw -568802.337938 + Penalty 2839.932737 = -565962.405201
  nChanged 46
		SP:Iteration 56Q (159346.400000 sec): 3 clusters
  Score: Raw -568819.071437 + Penalty 2839.932737 = -565979.138700
  nChanged 41
		SP:Iteration 57Q (159346.590000 sec): 3 clusters
  Score: Raw -568832.653354 + Penalty 2839.932737 = -565992.720617
  nChanged 32
		SP:Iteration 58Q (159346.760000 sec): 3 clusters
  Score: Raw -568841.306111 + Penalty 2839.932737 = -566001.373374
  nChanged 26
		SP:Iteration 59Q (159346.910000 sec): 3 clusters
  Score: Raw -568847.772632 + Penalty 2839.932737 = -566007.839895
  nChanged 17
		SP:Iteration 60F (159347.140000 sec): 3 clusters
  Score: Raw -568851.287182 + Penalty 2839.932737 = -566011.354445
  nChanged 10
		SP:Iteration 61Q (159347.290000 sec): 3 clusters
  Score: Raw -568853.973374 + Penalty 2839.932737 = -566014.040636
  nChanged 11
		SP:Iteration 62Q (159347.470000 sec): 3 clusters
  Score: Raw -568856.330205 + Penalty 2839.932737 = -566016.397468
  nChanged 8
		SP:Iteration 63Q (159347.620000 sec): 3 clusters
  Score: Raw -568857.691852 + Penalty 2839.932737 = -566017.759115
  nChanged 3
		SP:Iteration 64Q (159347.770000 sec): 3 clusters
  Score: Raw -568858.418541 + Penalty 2839.932737 = -566018.485804
  nChanged 6
		SP:Iteration 65Q (159347.920000 sec): 3 clusters
  Score: Raw -568859.883591 + Penalty 2839.932737 = -566019.950854
  nChanged 5
		SP:Iteration 66Q (159348.070000 sec): 3 clusters
  Score: Raw -568861.877261 + Penalty 2839.932737 = -566021.944523
  nChanged 7
		SP:Iteration 67Q (159348.250000 sec): 3 clusters
  Score: Raw -568864.525480 + Penalty 2839.932737 = -566024.592743
  nChanged 7
		SP:Iteration 68Q (159348.400000 sec): 3 clusters
  Score: Raw -568865.871244 + Penalty 2839.932737 = -566025.938507
  nChanged 4
		SP:Iteration 69Q (159348.540000 sec): 3 clusters
  Score: Raw -568866.688024 + Penalty 2839.932737 = -566026.755287
  nChanged 1
		SP:Iteration 70Q (159348.720000 sec): 3 clusters
  Score: Raw -568866.924516 + Penalty 2839.932737 = -566026.991778
  nChanged 2
		SP:Iteration 71Q (159348.870000 sec): 3 clusters
  Score: Raw -568867.191280 + Penalty 2839.932737 = -566027.258542
  nChanged 2
		SP:Iteration 72Q (159349.030000 sec): 3 clusters
  Score: Raw -568867.580163 + Penalty 2839.932737 = -566027.647425
  nChanged 1
		SP:Iteration 73Q (159349.230000 sec): 3 clusters
  Score: Raw -568867.774012 + Penalty 2839.932737 = -566027.841274
  nChanged 0
		SP:Iteration 74F (159349.430000 sec): 3 clusters
  Score: Raw -568867.774012 + Penalty 2839.932737 = -566027.841274
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (1944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159349.550000 sec): 2 clusters
  Score: Raw -163000.779917 + Penalty 1230.531735 = -161770.248182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159349.720000 sec): 3 clusters
  Score: Raw -162174.106519 + Penalty 2461.063470 = -159713.043049
  nChanged 705
		SP:Iteration 1F (159349.910000 sec): 3 clusters
  Score: Raw -162691.208720 + Penalty 2461.063470 = -160230.145250
  nChanged 197
		SP:Iteration 2F (159350.050000 sec): 3 clusters
  Score: Raw -162950.317183 + Penalty 2461.063470 = -160489.253713
  nChanged 173
		SP:Iteration 3F (159350.200000 sec): 3 clusters
  Score: Raw -163223.378262 + Penalty 2461.063470 = -160762.314791
  nChanged 152
		SP:Iteration 4F (159350.360000 sec): 3 clusters
  Score: Raw -163446.551309 + Penalty 2461.063470 = -160985.487839
  nChanged 111
		SP:Iteration 5F (159350.510000 sec): 3 clusters
  Score: Raw -163632.536056 + Penalty 2461.063470 = -161171.472586
  nChanged 80
		SP:Iteration 6Q (159350.670000 sec): 3 clusters
  Score: Raw -163752.957226 + Penalty 2461.063470 = -161291.893756
  nChanged 59
		SP:Iteration 7Q (159350.830000 sec): 3 clusters
  Score: Raw -163817.146824 + Penalty 2461.063470 = -161356.083354
  nChanged 35
		SP:Iteration 8Q (159350.980000 sec): 3 clusters
  Score: Raw -163849.942840 + Penalty 2461.063470 = -161388.879370
  nChanged 19
		SP:Iteration 9Q (159351.140000 sec): 3 clusters
  Score: Raw -163868.861933 + Penalty 2461.063470 = -161407.798463
  nChanged 10
		SP:Iteration 10Q (159351.290000 sec): 3 clusters
  Score: Raw -163881.281294 + Penalty 2461.063470 = -161420.217823
  nChanged 14
		SP:Iteration 11Q (159351.450000 sec): 3 clusters
  Score: Raw -163894.616225 + Penalty 2461.063470 = -161433.552755
  nChanged 9
		SP:Iteration 12Q (159351.600000 sec): 3 clusters
  Score: Raw -163903.373841 + Penalty 2461.063470 = -161442.310371
  nChanged 14
		SP:Iteration 13Q (159351.760000 sec): 3 clusters
  Score: Raw -163914.813927 + Penalty 2461.063470 = -161453.750457
  nChanged 13
		SP:Iteration 14Q (159351.910000 sec): 3 clusters
  Score: Raw -163920.987612 + Penalty 2461.063470 = -161459.924142
  nChanged 6
		SP:Iteration 15Q (159352.070000 sec): 3 clusters
  Score: Raw -163925.242981 + Penalty 2461.063470 = -161464.179511
  nChanged 10
		SP:Iteration 16Q (159352.230000 sec): 3 clusters
  Score: Raw -163930.720628 + Penalty 2461.063470 = -161469.657158
  nChanged 7
		SP:Iteration 17Q (159352.370000 sec): 3 clusters
  Score: Raw -163935.241700 + Penalty 2461.063470 = -161474.178230
  nChanged 7
		SP:Iteration 18Q (159352.510000 sec): 3 clusters
  Score: Raw -163942.035808 + Penalty 2461.063470 = -161480.972338
  nChanged 7
		SP:Iteration 19Q (159352.650000 sec): 3 clusters
  Score: Raw -163946.488657 + Penalty 2461.063470 = -161485.425187
  nChanged 2
		SP:Iteration 20F (159352.790000 sec): 3 clusters
  Score: Raw -163947.324604 + Penalty 2461.063470 = -161486.261134
  nChanged 3
		SP:Iteration 21Q (159352.930000 sec): 3 clusters
  Score: Raw -163948.354885 + Penalty 2461.063470 = -161487.291415
  nChanged 3
		SP:Iteration 22Q (159353.070000 sec): 3 clusters
  Score: Raw -163950.061238 + Penalty 2461.063470 = -161488.997768
  nChanged 1
		SP:Iteration 23Q (159353.210000 sec): 3 clusters
  Score: Raw -163950.968198 + Penalty 2461.063470 = -161489.904728
  nChanged 1
		SP:Iteration 24Q (159353.350000 sec): 3 clusters
  Score: Raw -163951.833522 + Penalty 2461.063470 = -161490.770052
  nChanged 0
		SP:Iteration 25F (159353.490000 sec): 3 clusters
  Score: Raw -163951.833522 + Penalty 2461.063470 = -161490.770052
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (7378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159353.570000 sec): 2 clusters
  Score: Raw -676989.230820 + Penalty 1447.266905 = -675541.963915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159353.750000 sec): 3 clusters
  Score: Raw -673028.220303 + Penalty 2894.533810 = -670133.686493
  nChanged 3111
		SP:Iteration 1F (159353.920000 sec): 3 clusters
  Score: Raw -675324.191202 + Penalty 2894.533810 = -672429.657391
  nChanged 724
		SP:Iteration 2F (159354.120000 sec): 3 clusters
  Score: Raw -676008.986070 + Penalty 2894.533810 = -673114.452260
  nChanged 589
		SP:Iteration 3F (159354.310000 sec): 3 clusters
  Score: Raw -676506.586412 + Penalty 2894.533810 = -673612.052602
  nChanged 509
		SP:Iteration 4F (159354.470000 sec): 3 clusters
  Score: Raw -676855.765100 + Penalty 2894.533810 = -673961.231290
  nChanged 382
		SP:Iteration 5F (159354.660000 sec): 3 clusters
  Score: Raw -677068.881751 + Penalty 2894.533810 = -674174.347940
  nChanged 277
		SP:Iteration 6Q (159354.840000 sec): 3 clusters
  Score: Raw -677220.453895 + Penalty 2894.533810 = -674325.920084
  nChanged 237
		SP:Iteration 7Q (159355.020000 sec): 3 clusters
  Score: Raw -677351.275105 + Penalty 2894.533810 = -674456.741294
  nChanged 195
		SP:Iteration 8Q (159355.200000 sec): 3 clusters
  Score: Raw -677441.513459 + Penalty 2894.533810 = -674546.979649
  nChanged 152
		SP:Iteration 9Q (159355.380000 sec): 3 clusters
  Score: Raw -677496.850169 + Penalty 2894.533810 = -674602.316359
  nChanged 127
		SP:Iteration 10Q (159355.570000 sec): 3 clusters
  Score: Raw -677541.087916 + Penalty 2894.533810 = -674646.554106
  nChanged 102
		SP:Iteration 11Q (159355.740000 sec): 3 clusters
  Score: Raw -677573.379064 + Penalty 2894.533810 = -674678.845253
  nChanged 78
		SP:Iteration 12Q (159355.960000 sec): 3 clusters
  Score: Raw -677598.733347 + Penalty 2894.533810 = -674704.199537
  nChanged 70
		SP:Iteration 13Q (159356.130000 sec): 3 clusters
  Score: Raw -677618.895553 + Penalty 2894.533810 = -674724.361742
  nChanged 64
		SP:Iteration 14Q (159356.340000 sec): 3 clusters
  Score: Raw -677634.804665 + Penalty 2894.533810 = -674740.270854
  nChanged 34
		SP:Iteration 15Q (159356.480000 sec): 3 clusters
  Score: Raw -677646.715082 + Penalty 2894.533810 = -674752.181272
  nChanged 41
		SP:Iteration 16Q (159356.680000 sec): 3 clusters
  Score: Raw -677660.340377 + Penalty 2894.533810 = -674765.806567
  nChanged 48
		SP:Iteration 17Q (159356.930000 sec): 3 clusters
  Score: Raw -677670.585414 + Penalty 2894.533810 = -674776.051604
  nChanged 32
		SP:Iteration 18Q (159357.060000 sec): 3 clusters
  Score: Raw -677677.291532 + Penalty 2894.533810 = -674782.757722
  nChanged 30
		SP:Iteration 19Q (159357.240000 sec): 3 clusters
  Score: Raw -677684.998627 + Penalty 2894.533810 = -674790.464817
  nChanged 40
		SP:Iteration 20F (159357.430000 sec): 3 clusters
  Score: Raw -677694.619153 + Penalty 2894.533810 = -674800.085343
  nChanged 35
		SP:Iteration 21Q (159357.630000 sec): 3 clusters
  Score: Raw -677704.122091 + Penalty 2894.533810 = -674809.588280
  nChanged 32
		SP:Iteration 22Q (159357.820000 sec): 3 clusters
  Score: Raw -677711.484898 + Penalty 2894.533810 = -674816.951087
  nChanged 28
		SP:Iteration 23Q (159357.990000 sec): 3 clusters
  Score: Raw -677717.642856 + Penalty 2894.533810 = -674823.109046
  nChanged 23
		SP:Iteration 24Q (159358.170000 sec): 3 clusters
  Score: Raw -677722.184031 + Penalty 2894.533810 = -674827.650221
  nChanged 19
		SP:Iteration 25Q (159358.360000 sec): 3 clusters
  Score: Raw -677725.551939 + Penalty 2894.533810 = -674831.018129
  nChanged 26
		SP:Iteration 26Q (159358.540000 sec): 3 clusters
  Score: Raw -677731.285271 + Penalty 2894.533810 = -674836.751461
  nChanged 20
		SP:Iteration 27Q (159358.730000 sec): 3 clusters
  Score: Raw -677735.200752 + Penalty 2894.533810 = -674840.666942
  nChanged 27
		SP:Iteration 28Q (159358.930000 sec): 3 clusters
  Score: Raw -677740.162184 + Penalty 2894.533810 = -674845.628374
  nChanged 16
		SP:Iteration 29Q (159359.100000 sec): 3 clusters
  Score: Raw -677744.193672 + Penalty 2894.533810 = -674849.659861
  nChanged 23
		SP:Iteration 30Q (159359.310000 sec): 3 clusters
  Score: Raw -677748.307420 + Penalty 2894.533810 = -674853.773610
  nChanged 23
		SP:Iteration 31Q (159359.490000 sec): 3 clusters
  Score: Raw -677753.265351 + Penalty 2894.533810 = -674858.731541
  nChanged 22
		SP:Iteration 32Q (159359.670000 sec): 3 clusters
  Score: Raw -677758.968467 + Penalty 2894.533810 = -674864.434656
  nChanged 24
		SP:Iteration 33Q (159359.850000 sec): 3 clusters
  Score: Raw -677766.591746 + Penalty 2894.533810 = -674872.057936
  nChanged 30
		SP:Iteration 34Q (159360.040000 sec): 3 clusters
  Score: Raw -677773.605228 + Penalty 2894.533810 = -674879.071418
  nChanged 36
		SP:Iteration 35Q (159360.210000 sec): 3 clusters
  Score: Raw -677782.225080 + Penalty 2894.533810 = -674887.691270
  nChanged 21
		SP:Iteration 36Q (159360.370000 sec): 3 clusters
  Score: Raw -677785.824495 + Penalty 2894.533810 = -674891.290685
  nChanged 14
		SP:Iteration 37Q (159360.540000 sec): 3 clusters
  Score: Raw -677788.133229 + Penalty 2894.533810 = -674893.599418
  nChanged 12
		SP:Iteration 38Q (159360.710000 sec): 3 clusters
  Score: Raw -677789.647510 + Penalty 2894.533810 = -674895.113700
  nChanged 4
		SP:Iteration 39Q (159360.890000 sec): 3 clusters
  Score: Raw -677790.334917 + Penalty 2894.533810 = -674895.801106
  nChanged 3
		SP:Iteration 40F (159361.090000 sec): 3 clusters
  Score: Raw -677790.522965 + Penalty 2894.533810 = -674895.989154
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159361.190000 sec): 2 clusters
  Score: Raw -232432.481807 + Penalty 1295.749711 = -231136.732096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159361.340000 sec): 3 clusters
  Score: Raw -231085.153356 + Penalty 2591.499422 = -228493.653934
  nChanged 1090
		SP:Iteration 1F (159361.490000 sec): 3 clusters
  Score: Raw -231789.620830 + Penalty 2591.499422 = -229198.121408
  nChanged 264
		SP:Iteration 2F (159361.630000 sec): 3 clusters
  Score: Raw -232036.299133 + Penalty 2591.499422 = -229444.799710
  nChanged 195
		SP:Iteration 3F (159361.770000 sec): 3 clusters
  Score: Raw -232215.658367 + Penalty 2591.499422 = -229624.158945
  nChanged 156
		SP:Iteration 4F (159361.920000 sec): 3 clusters
  Score: Raw -232341.066063 + Penalty 2591.499422 = -229749.566641
  nChanged 116
		SP:Iteration 5Q (159362.060000 sec): 3 clusters
  Score: Raw -232408.983586 + Penalty 2591.499422 = -229817.484163
  nChanged 90
		SP:Iteration 6Q (159362.200000 sec): 3 clusters
  Score: Raw -232482.233592 + Penalty 2591.499422 = -229890.734170
  nChanged 98
		SP:Iteration 7Q (159362.340000 sec): 3 clusters
  Score: Raw -232567.466158 + Penalty 2591.499422 = -229975.966735
  nChanged 106
		SP:Iteration 8Q (159362.490000 sec): 3 clusters
  Score: Raw -232666.839317 + Penalty 2591.499422 = -230075.339894
  nChanged 100
		SP:Iteration 9Q (159362.640000 sec): 3 clusters
  Score: Raw -232787.549332 + Penalty 2591.499422 = -230196.049910
  nChanged 111
		SP:Iteration 10Q (159362.780000 sec): 3 clusters
  Score: Raw -232904.221109 + Penalty 2591.499422 = -230312.721686
  nChanged 104
		SP:Iteration 11Q (159362.920000 sec): 3 clusters
  Score: Raw -232999.963510 + Penalty 2591.499422 = -230408.464087
  nChanged 82
		SP:Iteration 12Q (159363.070000 sec): 3 clusters
  Score: Raw -233065.593594 + Penalty 2591.499422 = -230474.094172
  nChanged 64
		SP:Iteration 13Q (159363.210000 sec): 3 clusters
  Score: Raw -233125.910623 + Penalty 2591.499422 = -230534.411201
  nChanged 65
		SP:Iteration 14Q (159363.350000 sec): 3 clusters
  Score: Raw -233190.826612 + Penalty 2591.499422 = -230599.327190
  nChanged 52
		SP:Iteration 15Q (159363.490000 sec): 3 clusters
  Score: Raw -233241.490662 + Penalty 2591.499422 = -230649.991240
  nChanged 41
		SP:Iteration 16Q (159363.640000 sec): 3 clusters
  Score: Raw -233283.449116 + Penalty 2591.499422 = -230691.949694
  nChanged 54
		SP:Iteration 17Q (159363.780000 sec): 3 clusters
  Score: Raw -233330.128690 + Penalty 2591.499422 = -230738.629268
  nChanged 49
		SP:Iteration 18Q (159363.930000 sec): 3 clusters
  Score: Raw -233369.111627 + Penalty 2591.499422 = -230777.612205
  nChanged 43
		SP:Iteration 19Q (159364.070000 sec): 3 clusters
  Score: Raw -233398.662945 + Penalty 2591.499422 = -230807.163522
  nChanged 36
		SP:Iteration 20F (159364.220000 sec): 3 clusters
  Score: Raw -233425.053484 + Penalty 2591.499422 = -230833.554062
  nChanged 25
		SP:Iteration 21Q (159364.360000 sec): 3 clusters
  Score: Raw -233442.445105 + Penalty 2591.499422 = -230850.945683
  nChanged 24
		SP:Iteration 22Q (159364.510000 sec): 3 clusters
  Score: Raw -233454.892517 + Penalty 2591.499422 = -230863.393095
  nChanged 18
		SP:Iteration 23Q (159364.650000 sec): 3 clusters
  Score: Raw -233462.533478 + Penalty 2591.499422 = -230871.034056
  nChanged 14
		SP:Iteration 24Q (159364.800000 sec): 3 clusters
  Score: Raw -233469.645795 + Penalty 2591.499422 = -230878.146373
  nChanged 13
		SP:Iteration 25Q (159364.940000 sec): 3 clusters
  Score: Raw -233476.318586 + Penalty 2591.499422 = -230884.819164
  nChanged 10
		SP:Iteration 26Q (159365.090000 sec): 3 clusters
  Score: Raw -233479.674860 + Penalty 2591.499422 = -230888.175438
  nChanged 7
		SP:Iteration 27Q (159365.230000 sec): 3 clusters
  Score: Raw -233482.471991 + Penalty 2591.499422 = -230890.972568
  nChanged 7
		SP:Iteration 28Q (159365.370000 sec): 3 clusters
  Score: Raw -233487.425640 + Penalty 2591.499422 = -230895.926218
  nChanged 9
		SP:Iteration 29Q (159365.510000 sec): 3 clusters
  Score: Raw -233493.183392 + Penalty 2591.499422 = -230901.683970
  nChanged 6
		SP:Iteration 30Q (159365.650000 sec): 3 clusters
  Score: Raw -233495.419587 + Penalty 2591.499422 = -230903.920165
  nChanged 6
		SP:Iteration 31Q (159365.800000 sec): 3 clusters
  Score: Raw -233499.361035 + Penalty 2591.499422 = -230907.861613
  nChanged 8
		SP:Iteration 32Q (159365.940000 sec): 3 clusters
  Score: Raw -233502.758339 + Penalty 2591.499422 = -230911.258916
  nChanged 6
		SP:Iteration 33Q (159366.090000 sec): 3 clusters
  Score: Raw -233504.758328 + Penalty 2591.499422 = -230913.258906
  nChanged 5
		SP:Iteration 34Q (159366.230000 sec): 3 clusters
  Score: Raw -233506.336807 + Penalty 2591.499422 = -230914.837384
  nChanged 8
		SP:Iteration 35Q (159366.380000 sec): 3 clusters
  Score: Raw -233511.197919 + Penalty 2591.499422 = -230919.698496
  nChanged 3
		SP:Iteration 36Q (159366.520000 sec): 3 clusters
  Score: Raw -233512.753122 + Penalty 2591.499422 = -230921.253700
  nChanged 5
		SP:Iteration 37Q (159366.660000 sec): 3 clusters
  Score: Raw -233513.926731 + Penalty 2591.499422 = -230922.427309
  nChanged 0
		SP:Iteration 38F (159366.840000 sec): 3 clusters
  Score: Raw -233513.926731 + Penalty 2591.499422 = -230922.427309
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (2883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159366.940000 sec): 2 clusters
  Score: Raw -244445.980194 + Penalty 1294.570338 = -243151.409856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159367.090000 sec): 3 clusters
  Score: Raw -243091.675243 + Penalty 2589.140677 = -240502.534567
  nChanged 1107
		SP:Iteration 1F (159367.250000 sec): 3 clusters
  Score: Raw -243888.977193 + Penalty 2589.140677 = -241299.836516
  nChanged 278
		SP:Iteration 2F (159367.380000 sec): 3 clusters
  Score: Raw -244158.503243 + Penalty 2589.140677 = -241569.362566
  nChanged 218
		SP:Iteration 3F (159367.520000 sec): 3 clusters
  Score: Raw -244329.886985 + Penalty 2589.140677 = -241740.746308
  nChanged 149
		SP:Iteration 4F (159367.670000 sec): 3 clusters
  Score: Raw -244444.286496 + Penalty 2589.140677 = -241855.145819
  nChanged 127
		SP:Iteration 5Q (159367.810000 sec): 3 clusters
  Score: Raw -244535.209541 + Penalty 2589.140677 = -241946.068865
  nChanged 89
		SP:Iteration 6Q (159367.950000 sec): 3 clusters
  Score: Raw -244590.894254 + Penalty 2589.140677 = -242001.753577
  nChanged 76
		SP:Iteration 7Q (159368.100000 sec): 3 clusters
  Score: Raw -244629.271306 + Penalty 2589.140677 = -242040.130630
  nChanged 59
		SP:Iteration 8Q (159368.270000 sec): 3 clusters
  Score: Raw -244662.986221 + Penalty 2589.140677 = -242073.845544
  nChanged 49
		SP:Iteration 9Q (159368.410000 sec): 3 clusters
  Score: Raw -244683.593763 + Penalty 2589.140677 = -242094.453086
  nChanged 40
		SP:Iteration 10Q (159368.580000 sec): 3 clusters
  Score: Raw -244696.015118 + Penalty 2589.140677 = -242106.874441
  nChanged 29
		SP:Iteration 11Q (159368.710000 sec): 3 clusters
  Score: Raw -244707.568375 + Penalty 2589.140677 = -242118.427699
  nChanged 22
		SP:Iteration 12Q (159368.840000 sec): 3 clusters
  Score: Raw -244716.061675 + Penalty 2589.140677 = -242126.920998
  nChanged 21
		SP:Iteration 13Q (159368.970000 sec): 3 clusters
  Score: Raw -244722.499307 + Penalty 2589.140677 = -242133.358630
  nChanged 19
		SP:Iteration 14Q (159369.110000 sec): 3 clusters
  Score: Raw -244730.626776 + Penalty 2589.140677 = -242141.486099
  nChanged 19
		SP:Iteration 15Q (159369.260000 sec): 3 clusters
  Score: Raw -244736.620623 + Penalty 2589.140677 = -242147.479946
  nChanged 19
		SP:Iteration 16Q (159369.400000 sec): 3 clusters
  Score: Raw -244743.546448 + Penalty 2589.140677 = -242154.405771
  nChanged 21
		SP:Iteration 17Q (159369.550000 sec): 3 clusters
  Score: Raw -244749.753486 + Penalty 2589.140677 = -242160.612809
  nChanged 18
		SP:Iteration 18Q (159369.690000 sec): 3 clusters
  Score: Raw -244755.207908 + Penalty 2589.140677 = -242166.067231
  nChanged 14
		SP:Iteration 19Q (159369.830000 sec): 3 clusters
  Score: Raw -244760.517116 + Penalty 2589.140677 = -242171.376440
  nChanged 17
		SP:Iteration 20F (159369.980000 sec): 3 clusters
  Score: Raw -244766.196973 + Penalty 2589.140677 = -242177.056296
  nChanged 22
		SP:Iteration 21Q (159370.120000 sec): 3 clusters
  Score: Raw -244773.332045 + Penalty 2589.140677 = -242184.191368
  nChanged 18
		SP:Iteration 22Q (159370.260000 sec): 3 clusters
  Score: Raw -244780.161766 + Penalty 2589.140677 = -242191.021090
  nChanged 14
		SP:Iteration 23Q (159370.430000 sec): 3 clusters
  Score: Raw -244785.903087 + Penalty 2589.140677 = -242196.762411
  nChanged 13
		SP:Iteration 24Q (159370.550000 sec): 3 clusters
  Score: Raw -244792.814790 + Penalty 2589.140677 = -242203.674114
  nChanged 20
		SP:Iteration 25Q (159370.690000 sec): 3 clusters
  Score: Raw -244804.367007 + Penalty 2589.140677 = -242215.226331
  nChanged 20
		SP:Iteration 26Q (159370.840000 sec): 3 clusters
  Score: Raw -244816.669535 + Penalty 2589.140677 = -242227.528858
  nChanged 18
		SP:Iteration 27Q (159370.980000 sec): 3 clusters
  Score: Raw -244823.953031 + Penalty 2589.140677 = -242234.812354
  nChanged 11
		SP:Iteration 28Q (159371.130000 sec): 3 clusters
  Score: Raw -244829.106924 + Penalty 2589.140677 = -242239.966248
  nChanged 13
		SP:Iteration 29Q (159371.280000 sec): 3 clusters
  Score: Raw -244835.261672 + Penalty 2589.140677 = -242246.120996
  nChanged 12
		SP:Iteration 30Q (159371.420000 sec): 3 clusters
  Score: Raw -244842.834021 + Penalty 2589.140677 = -242253.693345
  nChanged 16
		SP:Iteration 31Q (159371.560000 sec): 3 clusters
  Score: Raw -244852.911972 + Penalty 2589.140677 = -242263.771295
  nChanged 23
		SP:Iteration 32Q (159371.710000 sec): 3 clusters
  Score: Raw -244864.258108 + Penalty 2589.140677 = -242275.117431
  nChanged 19
		SP:Iteration 33Q (159371.850000 sec): 3 clusters
  Score: Raw -244875.970868 + Penalty 2589.140677 = -242286.830191
  nChanged 21
		SP:Iteration 34Q (159371.990000 sec): 3 clusters
  Score: Raw -244893.866663 + Penalty 2589.140677 = -242304.725987
  nChanged 27
		SP:Iteration 35Q (159372.140000 sec): 3 clusters
  Score: Raw -244917.787986 + Penalty 2589.140677 = -242328.647309
  nChanged 31
		SP:Iteration 36Q (159372.280000 sec): 3 clusters
  Score: Raw -244944.156633 + Penalty 2589.140677 = -242355.015956
  nChanged 34
		SP:Iteration 37Q (159372.420000 sec): 3 clusters
  Score: Raw -244963.660708 + Penalty 2589.140677 = -242374.520032
  nChanged 24
		SP:Iteration 38Q (159372.570000 sec): 3 clusters
  Score: Raw -244981.366425 + Penalty 2589.140677 = -242392.225748
  nChanged 17
		SP:Iteration 39Q (159372.710000 sec): 3 clusters
  Score: Raw -244987.983407 + Penalty 2589.140677 = -242398.842730
  nChanged 9
		SP:Iteration 40F (159372.850000 sec): 3 clusters
  Score: Raw -244990.741057 + Penalty 2589.140677 = -242401.600381
  nChanged 8
		SP:Iteration 41Q (159373.000000 sec): 3 clusters
  Score: Raw -244993.929880 + Penalty 2589.140677 = -242404.789203
  nChanged 8
		SP:Iteration 42Q (159373.150000 sec): 3 clusters
  Score: Raw -245000.470783 + Penalty 2589.140677 = -242411.330106
  nChanged 12
		SP:Iteration 43Q (159373.290000 sec): 3 clusters
  Score: Raw -245009.305014 + Penalty 2589.140677 = -242420.164337
  nChanged 11
		SP:Iteration 44Q (159373.430000 sec): 3 clusters
  Score: Raw -245014.373731 + Penalty 2589.140677 = -242425.233055
  nChanged 7
		SP:Iteration 45Q (159373.570000 sec): 3 clusters
  Score: Raw -245017.424136 + Penalty 2589.140677 = -242428.283459
  nChanged 8
		SP:Iteration 46Q (159373.720000 sec): 3 clusters
  Score: Raw -245021.276289 + Penalty 2589.140677 = -242432.135612
  nChanged 12
		SP:Iteration 47Q (159373.870000 sec): 3 clusters
  Score: Raw -245025.923594 + Penalty 2589.140677 = -242436.782918
  nChanged 9
		SP:Iteration 48Q (159374.020000 sec): 3 clusters
  Score: Raw -245029.088276 + Penalty 2589.140677 = -242439.947599
  nChanged 9
		SP:Iteration 49Q (159374.160000 sec): 3 clusters
  Score: Raw -245032.462276 + Penalty 2589.140677 = -242443.321599
  nChanged 4
		SP:Iteration 50Q (159374.310000 sec): 3 clusters
  Score: Raw -245034.781599 + Penalty 2589.140677 = -242445.640922
  nChanged 5
		SP:Iteration 51Q (159374.460000 sec): 3 clusters
  Score: Raw -245036.812076 + Penalty 2589.140677 = -242447.671399
  nChanged 7
		SP:Iteration 52Q (159374.600000 sec): 3 clusters
  Score: Raw -245039.312293 + Penalty 2589.140677 = -242450.171616
  nChanged 6
		SP:Iteration 53Q (159374.750000 sec): 3 clusters
  Score: Raw -245042.336840 + Penalty 2589.140677 = -242453.196163
  nChanged 5
		SP:Iteration 54Q (159374.900000 sec): 3 clusters
  Score: Raw -245045.140505 + Penalty 2589.140677 = -242455.999828
  nChanged 4
		SP:Iteration 55Q (159375.040000 sec): 3 clusters
  Score: Raw -245047.049775 + Penalty 2589.140677 = -242457.909098
  nChanged 5
		SP:Iteration 56Q (159375.190000 sec): 3 clusters
  Score: Raw -245048.466494 + Penalty 2589.140677 = -242459.325817
  nChanged 2
		SP:Iteration 57Q (159375.330000 sec): 3 clusters
  Score: Raw -245048.956025 + Penalty 2589.140677 = -242459.815349
  nChanged 0
		SP:Iteration 58F (159375.470000 sec): 3 clusters
  Score: Raw -245048.956025 + Penalty 2589.140677 = -242459.815349
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (6232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159375.580000 sec): 2 clusters
  Score: Raw -496517.700085 + Penalty 1419.836045 = -495097.864039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159375.740000 sec): 3 clusters
  Score: Raw -493235.196153 + Penalty 2839.672091 = -490395.524062
  nChanged 2690
		SP:Iteration 1F (159375.930000 sec): 3 clusters
  Score: Raw -495013.823328 + Penalty 2839.672091 = -492174.151237
  nChanged 532
		SP:Iteration 2F (159376.080000 sec): 3 clusters
  Score: Raw -495425.038224 + Penalty 2839.672091 = -492585.366133
  nChanged 433
		SP:Iteration 3F (159376.260000 sec): 3 clusters
  Score: Raw -495741.590848 + Penalty 2839.672091 = -492901.918757
  nChanged 335
		SP:Iteration 4F (159376.440000 sec): 3 clusters
  Score: Raw -495946.317677 + Penalty 2839.672091 = -493106.645586
  nChanged 262
		SP:Iteration 5Q (159376.580000 sec): 3 clusters
  Score: Raw -496114.762670 + Penalty 2839.672091 = -493275.090579
  nChanged 220
		SP:Iteration 6Q (159376.800000 sec): 3 clusters
  Score: Raw -496264.766756 + Penalty 2839.672091 = -493425.094665
  nChanged 216
		SP:Iteration 7Q (159376.990000 sec): 3 clusters
  Score: Raw -496409.164506 + Penalty 2839.672091 = -493569.492415
  nChanged 191
		SP:Iteration 8Q (159377.140000 sec): 3 clusters
  Score: Raw -496524.190829 + Penalty 2839.672091 = -493684.518738
  nChanged 175
		SP:Iteration 9Q (159377.290000 sec): 3 clusters
  Score: Raw -496607.819369 + Penalty 2839.672091 = -493768.147278
  nChanged 134
		SP:Iteration 10Q (159377.440000 sec): 3 clusters
  Score: Raw -496664.870335 + Penalty 2839.672091 = -493825.198244
  nChanged 112
		SP:Iteration 11Q (159377.580000 sec): 3 clusters
  Score: Raw -496703.005852 + Penalty 2839.672091 = -493863.333761
  nChanged 87
		SP:Iteration 12Q (159377.780000 sec): 3 clusters
  Score: Raw -496730.619814 + Penalty 2839.672091 = -493890.947723
  nChanged 69
		SP:Iteration 13Q (159377.920000 sec): 3 clusters
  Score: Raw -496752.574433 + Penalty 2839.672091 = -493912.902342
  nChanged 66
		SP:Iteration 14Q (159378.110000 sec): 3 clusters
  Score: Raw -496768.356130 + Penalty 2839.672091 = -493928.684039
  nChanged 37
		SP:Iteration 15Q (159378.250000 sec): 3 clusters
  Score: Raw -496777.995415 + Penalty 2839.672091 = -493938.323324
  nChanged 28
		SP:Iteration 16Q (159378.400000 sec): 3 clusters
  Score: Raw -496784.076583 + Penalty 2839.672091 = -493944.404492
  nChanged 23
		SP:Iteration 17Q (159378.570000 sec): 3 clusters
  Score: Raw -496788.667184 + Penalty 2839.672091 = -493948.995093
  nChanged 27
		SP:Iteration 18Q (159378.740000 sec): 3 clusters
  Score: Raw -496795.108018 + Penalty 2839.672091 = -493955.435927
  nChanged 29
		SP:Iteration 19Q (159378.890000 sec): 3 clusters
  Score: Raw -496802.448894 + Penalty 2839.672091 = -493962.776804
  nChanged 21
		SP:Iteration 20F (159379.030000 sec): 3 clusters
  Score: Raw -496806.839836 + Penalty 2839.672091 = -493967.167746
  nChanged 19
		SP:Iteration 21Q (159379.170000 sec): 3 clusters
  Score: Raw -496811.130669 + Penalty 2839.672091 = -493971.458578
  nChanged 17
		SP:Iteration 22Q (159379.300000 sec): 3 clusters
  Score: Raw -496814.724670 + Penalty 2839.672091 = -493975.052579
  nChanged 14
		SP:Iteration 23Q (159379.440000 sec): 3 clusters
  Score: Raw -496818.115696 + Penalty 2839.672091 = -493978.443605
  nChanged 19
		SP:Iteration 24Q (159379.580000 sec): 3 clusters
  Score: Raw -496821.602339 + Penalty 2839.672091 = -493981.930248
  nChanged 17
		SP:Iteration 25Q (159379.720000 sec): 3 clusters
  Score: Raw -496824.433827 + Penalty 2839.672091 = -493984.761736
  nChanged 12
		SP:Iteration 26Q (159379.860000 sec): 3 clusters
  Score: Raw -496825.960165 + Penalty 2839.672091 = -493986.288074
  nChanged 7
		SP:Iteration 27Q (159380.030000 sec): 3 clusters
  Score: Raw -496826.819572 + Penalty 2839.672091 = -493987.147481
  nChanged 4
		SP:Iteration 28Q (159380.230000 sec): 3 clusters
  Score: Raw -496827.829313 + Penalty 2839.672091 = -493988.157222
  nChanged 3
		SP:Iteration 29Q (159380.420000 sec): 3 clusters
  Score: Raw -496828.137861 + Penalty 2839.672091 = -493988.465770
  nChanged 5
		SP:Iteration 30Q (159380.570000 sec): 3 clusters
  Score: Raw -496828.733269 + Penalty 2839.672091 = -493989.061178
  nChanged 2
		SP:Iteration 31Q (159380.750000 sec): 3 clusters
  Score: Raw -496828.924712 + Penalty 2839.672091 = -493989.252621
  nChanged 2
		SP:Iteration 32Q (159380.880000 sec): 3 clusters
  Score: Raw -496829.138739 + Penalty 2839.672091 = -493989.466648
  nChanged 1
		SP:Iteration 33Q (159381.020000 sec): 3 clusters
  Score: Raw -496829.317942 + Penalty 2839.672091 = -493989.645851
  nChanged 1
		SP:Iteration 34Q (159381.200000 sec): 3 clusters
  Score: Raw -496829.398301 + Penalty 2839.672091 = -493989.726210
  nChanged 0
		SP:Iteration 35F (159381.340000 sec): 3 clusters
  Score: Raw -496829.398301 + Penalty 2839.672091 = -493989.726210
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (26171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159381.520000 sec): 2 clusters
  Score: Raw -2472973.332166 + Penalty 1653.016171 = -2471320.315995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159381.860000 sec): 3 clusters
  Score: Raw -2457002.128009 + Penalty 3306.032342 = -2453696.095667
  nChanged 11911
		SP:Iteration 1F (159382.160000 sec): 3 clusters
  Score: Raw -2463687.021906 + Penalty 3306.032342 = -2460380.989564
  nChanged 1452
		SP:Iteration 2F (159382.500000 sec): 3 clusters
  Score: Raw -2464313.478391 + Penalty 3306.032342 = -2461007.446049
  nChanged 1537
		SP:Iteration 3F (159382.800000 sec): 3 clusters
  Score: Raw -2465023.509799 + Penalty 3306.032342 = -2461717.477457
  nChanged 1463
		SP:Iteration 4F (159383.100000 sec): 3 clusters
  Score: Raw -2465688.038133 + Penalty 3306.032342 = -2462382.005791
  nChanged 1422
		SP:Iteration 5F (159383.410000 sec): 3 clusters
  Score: Raw -2466301.518840 + Penalty 3306.032342 = -2462995.486498
  nChanged 1252
		SP:Iteration 6Q (159383.740000 sec): 3 clusters
  Score: Raw -2466781.659736 + Penalty 3306.032342 = -2463475.627394
  nChanged 1098
		SP:Iteration 7Q (159384.090000 sec): 3 clusters
  Score: Raw -2467145.001904 + Penalty 3306.032342 = -2463838.969562
  nChanged 898
		SP:Iteration 8Q (159384.460000 sec): 3 clusters
  Score: Raw -2467417.807959 + Penalty 3306.032342 = -2464111.775616
  nChanged 764
		SP:Iteration 9Q (159384.800000 sec): 3 clusters
  Score: Raw -2467637.772731 + Penalty 3306.032342 = -2464331.740389
  nChanged 681
		SP:Iteration 10Q (159385.170000 sec): 3 clusters
  Score: Raw -2467839.012549 + Penalty 3306.032342 = -2464532.980207
  nChanged 661
		SP:Iteration 11Q (159385.510000 sec): 3 clusters
  Score: Raw -2468051.753132 + Penalty 3306.032342 = -2464745.720790
  nChanged 699
		SP:Iteration 12Q (159385.880000 sec): 3 clusters
  Score: Raw -2468298.398072 + Penalty 3306.032342 = -2464992.365730
  nChanged 745
		SP:Iteration 13Q (159386.210000 sec): 3 clusters
  Score: Raw -2468608.309220 + Penalty 3306.032342 = -2465302.276878
  nChanged 818
		SP:Iteration 14Q (159386.590000 sec): 3 clusters
  Score: Raw -2469001.457776 + Penalty 3306.032342 = -2465695.425434
  nChanged 882
		SP:Iteration 15Q (159386.960000 sec): 3 clusters
  Score: Raw -2469482.022861 + Penalty 3306.032342 = -2466175.990519
  nChanged 996
		SP:Iteration 16Q (159387.300000 sec): 3 clusters
  Score: Raw -2470100.208942 + Penalty 3306.032342 = -2466794.176600
  nChanged 987
		SP:Iteration 17Q (159387.650000 sec): 3 clusters
  Score: Raw -2470747.295620 + Penalty 3306.032342 = -2467441.263278
  nChanged 915
		SP:Iteration 18Q (159388.020000 sec): 3 clusters
  Score: Raw -2471379.415408 + Penalty 3306.032342 = -2468073.383066
  nChanged 750
		SP:Iteration 19Q (159388.390000 sec): 3 clusters
  Score: Raw -2471877.818783 + Penalty 3306.032342 = -2468571.786441
  nChanged 580
		SP:Iteration 20F (159388.720000 sec): 3 clusters
  Score: Raw -2472266.389855 + Penalty 3306.032342 = -2468960.357513
  nChanged 429
		SP:Iteration 21Q (159389.090000 sec): 3 clusters
  Score: Raw -2472569.791490 + Penalty 3306.032342 = -2469263.759148
  nChanged 300
		SP:Iteration 22Q (159389.470000 sec): 3 clusters
  Score: Raw -2472774.543200 + Penalty 3306.032342 = -2469468.510858
  nChanged 201
		SP:Iteration 23Q (159389.750000 sec): 3 clusters
  Score: Raw -2472914.493715 + Penalty 3306.032342 = -2469608.461373
  nChanged 130
		SP:Iteration 24Q (159390.040000 sec): 3 clusters
  Score: Raw -2473024.505856 + Penalty 3306.032342 = -2469718.473513
  nChanged 90
		SP:Iteration 25Q (159390.330000 sec): 3 clusters
  Score: Raw -2473098.663364 + Penalty 3306.032342 = -2469792.631022
  nChanged 60
		SP:Iteration 26Q (159390.660000 sec): 3 clusters
  Score: Raw -2473137.696169 + Penalty 3306.032342 = -2469831.663827
  nChanged 35
		SP:Iteration 27Q (159390.990000 sec): 3 clusters
  Score: Raw -2473163.014691 + Penalty 3306.032342 = -2469856.982349
  nChanged 27
		SP:Iteration 28Q (159391.290000 sec): 3 clusters
  Score: Raw -2473180.890589 + Penalty 3306.032342 = -2469874.858247
  nChanged 19
		SP:Iteration 29Q (159391.590000 sec): 3 clusters
  Score: Raw -2473194.501256 + Penalty 3306.032342 = -2469888.468914
  nChanged 16
		SP:Iteration 30Q (159391.930000 sec): 3 clusters
  Score: Raw -2473205.512348 + Penalty 3306.032342 = -2469899.480006
  nChanged 13
		SP:Iteration 31Q (159392.250000 sec): 3 clusters
  Score: Raw -2473213.770336 + Penalty 3306.032342 = -2469907.737993
  nChanged 12
		SP:Iteration 32Q (159392.590000 sec): 3 clusters
  Score: Raw -2473223.187633 + Penalty 3306.032342 = -2469917.155291
  nChanged 9
		SP:Iteration 33Q (159392.890000 sec): 3 clusters
  Score: Raw -2473229.985729 + Penalty 3306.032342 = -2469923.953387
  nChanged 7
		SP:Iteration 34Q (159393.170000 sec): 3 clusters
  Score: Raw -2473235.228037 + Penalty 3306.032342 = -2469929.195695
  nChanged 6
		SP:Iteration 35Q (159393.490000 sec): 3 clusters
  Score: Raw -2473239.253836 + Penalty 3306.032342 = -2469933.221494
  nChanged 6
		SP:Iteration 36Q (159393.800000 sec): 3 clusters
  Score: Raw -2473244.467510 + Penalty 3306.032342 = -2469938.435167
  nChanged 8
		SP:Iteration 37Q (159394.120000 sec): 3 clusters
  Score: Raw -2473251.350427 + Penalty 3306.032342 = -2469945.318085
  nChanged 2
		SP:Iteration 38Q (159394.430000 sec): 3 clusters
  Score: Raw -2473252.939404 + Penalty 3306.032342 = -2469946.907062
  nChanged 0
		SP:Iteration 39F (159394.730000 sec): 3 clusters
  Score: Raw -2473252.939404 + Penalty 3306.032342 = -2469946.907062
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (3396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159394.840000 sec): 2 clusters
  Score: Raw -296208.618379 + Penalty 1321.182451 = -294887.435927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159394.990000 sec): 3 clusters
  Score: Raw -294565.703942 + Penalty 2642.364903 = -291923.339039
  nChanged 1280
		SP:Iteration 1F (159395.150000 sec): 3 clusters
  Score: Raw -295413.331940 + Penalty 2642.364903 = -292770.967037
  nChanged 292
		SP:Iteration 2F (159395.310000 sec): 3 clusters
  Score: Raw -295640.677415 + Penalty 2642.364903 = -292998.312512
  nChanged 213
		SP:Iteration 3F (159395.480000 sec): 3 clusters
  Score: Raw -295822.473342 + Penalty 2642.364903 = -293180.108439
  nChanged 181
		SP:Iteration 4F (159395.670000 sec): 3 clusters
  Score: Raw -295981.016630 + Penalty 2642.364903 = -293338.651728
  nChanged 155
		SP:Iteration 5Q (159395.790000 sec): 3 clusters
  Score: Raw -296096.906864 + Penalty 2642.364903 = -293454.541961
  nChanged 141
		SP:Iteration 6Q (159395.950000 sec): 3 clusters
  Score: Raw -296202.449909 + Penalty 2642.364903 = -293560.085006
  nChanged 120
		SP:Iteration 7Q (159396.110000 sec): 3 clusters
  Score: Raw -296270.486353 + Penalty 2642.364903 = -293628.121450
  nChanged 103
		SP:Iteration 8Q (159396.270000 sec): 3 clusters
  Score: Raw -296329.727106 + Penalty 2642.364903 = -293687.362203
  nChanged 90
		SP:Iteration 9Q (159396.430000 sec): 3 clusters
  Score: Raw -296377.706887 + Penalty 2642.364903 = -293735.341984
  nChanged 79
		SP:Iteration 10Q (159396.590000 sec): 3 clusters
  Score: Raw -296420.838599 + Penalty 2642.364903 = -293778.473696
  nChanged 63
		SP:Iteration 11Q (159396.750000 sec): 3 clusters
  Score: Raw -296453.652979 + Penalty 2642.364903 = -293811.288076
  nChanged 55
		SP:Iteration 12Q (159396.910000 sec): 3 clusters
  Score: Raw -296480.546236 + Penalty 2642.364903 = -293838.181334
  nChanged 48
		SP:Iteration 13Q (159397.070000 sec): 3 clusters
  Score: Raw -296500.690072 + Penalty 2642.364903 = -293858.325169
  nChanged 28
		SP:Iteration 14Q (159397.210000 sec): 3 clusters
  Score: Raw -296511.680322 + Penalty 2642.364903 = -293869.315419
  nChanged 20
		SP:Iteration 15Q (159397.350000 sec): 3 clusters
  Score: Raw -296519.417409 + Penalty 2642.364903 = -293877.052507
  nChanged 20
		SP:Iteration 16Q (159397.490000 sec): 3 clusters
  Score: Raw -296524.965117 + Penalty 2642.364903 = -293882.600214
  nChanged 19
		SP:Iteration 17Q (159397.630000 sec): 3 clusters
  Score: Raw -296531.964813 + Penalty 2642.364903 = -293889.599910
  nChanged 15
		SP:Iteration 18Q (159397.780000 sec): 3 clusters
  Score: Raw -296536.516530 + Penalty 2642.364903 = -293894.151627
  nChanged 10
		SP:Iteration 19Q (159397.930000 sec): 3 clusters
  Score: Raw -296539.847312 + Penalty 2642.364903 = -293897.482409
  nChanged 7
		SP:Iteration 20F (159398.070000 sec): 3 clusters
  Score: Raw -296541.012923 + Penalty 2642.364903 = -293898.648020
  nChanged 1
		SP:Iteration 21Q (159398.210000 sec): 3 clusters
  Score: Raw -296541.203332 + Penalty 2642.364903 = -293898.838429
  nChanged 2
		SP:Iteration 22Q (159398.360000 sec): 3 clusters
  Score: Raw -296541.609695 + Penalty 2642.364903 = -293899.244792
  nChanged 3
		SP:Iteration 23Q (159398.500000 sec): 3 clusters
  Score: Raw -296542.652631 + Penalty 2642.364903 = -293900.287728
  nChanged 3
		SP:Iteration 24Q (159398.650000 sec): 3 clusters
  Score: Raw -296543.127415 + Penalty 2642.364903 = -293900.762512
  nChanged 1
		SP:Iteration 25Q (159398.800000 sec): 3 clusters
  Score: Raw -296543.469149 + Penalty 2642.364903 = -293901.104246
  nChanged 1
		SP:Iteration 26Q (159398.950000 sec): 3 clusters
  Score: Raw -296543.669069 + Penalty 2642.364903 = -293901.304166
  nChanged 0
		SP:Iteration 27F (159399.120000 sec): 3 clusters
  Score: Raw -296543.669069 + Penalty 2642.364903 = -293901.304166
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (4299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159399.200000 sec): 2 clusters
  Score: Raw -369182.178963 + Penalty 1359.497379 = -367822.681584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159399.340000 sec): 3 clusters
  Score: Raw -367038.570229 + Penalty 2718.994758 = -364319.575471
  nChanged 1711
		SP:Iteration 1F (159399.480000 sec): 3 clusters
  Score: Raw -368149.243875 + Penalty 2718.994758 = -365430.249117
  nChanged 323
		SP:Iteration 2F (159399.620000 sec): 3 clusters
  Score: Raw -368363.295176 + Penalty 2718.994758 = -365644.300418
  nChanged 230
		SP:Iteration 3F (159399.760000 sec): 3 clusters
  Score: Raw -368516.317029 + Penalty 2718.994758 = -365797.322271
  nChanged 181
		SP:Iteration 4Q (159399.900000 sec): 3 clusters
  Score: Raw -368634.512071 + Penalty 2718.994758 = -365915.517313
  nChanged 168
		SP:Iteration 5Q (159400.040000 sec): 3 clusters
  Score: Raw -368740.002215 + Penalty 2718.994758 = -366021.007457
  nChanged 156
		SP:Iteration 6Q (159400.180000 sec): 3 clusters
  Score: Raw -368843.394285 + Penalty 2718.994758 = -366124.399528
  nChanged 169
		SP:Iteration 7Q (159400.310000 sec): 3 clusters
  Score: Raw -368971.734929 + Penalty 2718.994758 = -366252.740172
  nChanged 171
		SP:Iteration 8Q (159400.450000 sec): 3 clusters
  Score: Raw -369125.415005 + Penalty 2718.994758 = -366406.420247
  nChanged 157
		SP:Iteration 9Q (159400.590000 sec): 3 clusters
  Score: Raw -369246.520170 + Penalty 2718.994758 = -366527.525412
  nChanged 156
		SP:Iteration 10Q (159400.730000 sec): 3 clusters
  Score: Raw -369377.861854 + Penalty 2718.994758 = -366658.867096
  nChanged 161
		SP:Iteration 11Q (159400.870000 sec): 3 clusters
  Score: Raw -369539.369307 + Penalty 2718.994758 = -366820.374550
  nChanged 169
		SP:Iteration 12Q (159401.010000 sec): 3 clusters
  Score: Raw -369724.118804 + Penalty 2718.994758 = -367005.124047
  nChanged 158
		SP:Iteration 13Q (159401.150000 sec): 3 clusters
  Score: Raw -369890.688887 + Penalty 2718.994758 = -367171.694129
  nChanged 133
		SP:Iteration 14Q (159401.290000 sec): 3 clusters
  Score: Raw -370011.777022 + Penalty 2718.994758 = -367292.782265
  nChanged 96
		SP:Iteration 15Q (159401.460000 sec): 3 clusters
  Score: Raw -370084.547999 + Penalty 2718.994758 = -367365.553241
  nChanged 81
		SP:Iteration 16Q (159401.590000 sec): 3 clusters
  Score: Raw -370132.597435 + Penalty 2718.994758 = -367413.602677
  nChanged 53
		SP:Iteration 17Q (159401.730000 sec): 3 clusters
  Score: Raw -370156.220529 + Penalty 2718.994758 = -367437.225771
  nChanged 36
		SP:Iteration 18Q (159401.860000 sec): 3 clusters
  Score: Raw -370170.857961 + Penalty 2718.994758 = -367451.863203
  nChanged 30
		SP:Iteration 19Q (159402.000000 sec): 3 clusters
  Score: Raw -370183.980919 + Penalty 2718.994758 = -367464.986161
  nChanged 31
		SP:Iteration 20F (159402.140000 sec): 3 clusters
  Score: Raw -370197.906913 + Penalty 2718.994758 = -367478.912155
  nChanged 24
		SP:Iteration 21Q (159402.280000 sec): 3 clusters
  Score: Raw -370209.713358 + Penalty 2718.994758 = -367490.718600
  nChanged 25
		SP:Iteration 22Q (159402.420000 sec): 3 clusters
  Score: Raw -370224.522053 + Penalty 2718.994758 = -367505.527295
  nChanged 29
		SP:Iteration 23Q (159402.560000 sec): 3 clusters
  Score: Raw -370240.503959 + Penalty 2718.994758 = -367521.509201
  nChanged 46
		SP:Iteration 24Q (159402.710000 sec): 3 clusters
  Score: Raw -370264.754141 + Penalty 2718.994758 = -367545.759383
  nChanged 38
		SP:Iteration 25Q (159402.850000 sec): 3 clusters
  Score: Raw -370283.377921 + Penalty 2718.994758 = -367564.383163
  nChanged 26
		SP:Iteration 26Q (159403.000000 sec): 3 clusters
  Score: Raw -370294.183217 + Penalty 2718.994758 = -367575.188459
  nChanged 24
		SP:Iteration 27Q (159403.140000 sec): 3 clusters
  Score: Raw -370309.875301 + Penalty 2718.994758 = -367590.880544
  nChanged 32
		SP:Iteration 28Q (159403.290000 sec): 3 clusters
  Score: Raw -370323.905760 + Penalty 2718.994758 = -367604.911003
  nChanged 18
		SP:Iteration 29Q (159403.430000 sec): 3 clusters
  Score: Raw -370333.086721 + Penalty 2718.994758 = -367614.091964
  nChanged 16
		SP:Iteration 30Q (159403.570000 sec): 3 clusters
  Score: Raw -370341.653820 + Penalty 2718.994758 = -367622.659062
  nChanged 20
		SP:Iteration 31Q (159403.710000 sec): 3 clusters
  Score: Raw -370349.518940 + Penalty 2718.994758 = -367630.524182
  nChanged 14
		SP:Iteration 32Q (159403.850000 sec): 3 clusters
  Score: Raw -370354.619860 + Penalty 2718.994758 = -367635.625102
  nChanged 12
		SP:Iteration 33Q (159403.990000 sec): 3 clusters
  Score: Raw -370360.916876 + Penalty 2718.994758 = -367641.922118
  nChanged 15
		SP:Iteration 34Q (159404.130000 sec): 3 clusters
  Score: Raw -370369.005040 + Penalty 2718.994758 = -367650.010282
  nChanged 13
		SP:Iteration 35Q (159404.270000 sec): 3 clusters
  Score: Raw -370373.218640 + Penalty 2718.994758 = -367654.223882
  nChanged 8
		SP:Iteration 36Q (159404.450000 sec): 3 clusters
  Score: Raw -370375.068554 + Penalty 2718.994758 = -367656.073796
  nChanged 6
		SP:Iteration 37Q (159404.570000 sec): 3 clusters
  Score: Raw -370376.245857 + Penalty 2718.994758 = -367657.251099
  nChanged 7
		SP:Iteration 38Q (159404.730000 sec): 3 clusters
  Score: Raw -370378.563829 + Penalty 2718.994758 = -367659.569071
  nChanged 7
		SP:Iteration 39Q (159404.900000 sec): 3 clusters
  Score: Raw -370380.374446 + Penalty 2718.994758 = -367661.379688
  nChanged 7
		SP:Iteration 40F (159405.030000 sec): 3 clusters
  Score: Raw -370382.634143 + Penalty 2718.994758 = -367663.639385
  nChanged 6
		SP:Iteration 41Q (159405.170000 sec): 3 clusters
  Score: Raw -370384.082022 + Penalty 2718.994758 = -367665.087264
  nChanged 5
		SP:Iteration 42Q (159405.310000 sec): 3 clusters
  Score: Raw -370385.534578 + Penalty 2718.994758 = -367666.539820
  nChanged 6
		SP:Iteration 43Q (159405.450000 sec): 3 clusters
  Score: Raw -370387.074802 + Penalty 2718.994758 = -367668.080044
  nChanged 8
		SP:Iteration 44Q (159405.600000 sec): 3 clusters
  Score: Raw -370389.024225 + Penalty 2718.994758 = -367670.029467
  nChanged 11
		SP:Iteration 45Q (159405.740000 sec): 3 clusters
  Score: Raw -370392.745093 + Penalty 2718.994758 = -367673.750336
  nChanged 7
		SP:Iteration 46Q (159405.880000 sec): 3 clusters
  Score: Raw -370394.665986 + Penalty 2718.994758 = -367675.671228
  nChanged 1
		SP:Iteration 47Q (159406.020000 sec): 3 clusters
  Score: Raw -370394.985130 + Penalty 2718.994758 = -367675.990372
  nChanged 0
		SP:Iteration 48F (159406.160000 sec): 3 clusters
  Score: Raw -370394.985130 + Penalty 2718.994758 = -367675.990372
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (2524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159406.250000 sec): 2 clusters
  Score: Raw -206031.689825 + Penalty 1272.960036 = -204758.729788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159406.380000 sec): 3 clusters
  Score: Raw -204914.236802 + Penalty 2545.920073 = -202368.316729
  nChanged 941
		SP:Iteration 1F (159406.510000 sec): 3 clusters
  Score: Raw -205551.408899 + Penalty 2545.920073 = -203005.488826
  nChanged 196
		SP:Iteration 2F (159406.640000 sec): 3 clusters
  Score: Raw -205699.367601 + Penalty 2545.920073 = -203153.447528
  nChanged 123
		SP:Iteration 3Q (159406.770000 sec): 3 clusters
  Score: Raw -205778.979778 + Penalty 2545.920073 = -203233.059706
  nChanged 90
		SP:Iteration 4Q (159406.890000 sec): 3 clusters
  Score: Raw -205831.578481 + Penalty 2545.920073 = -203285.658408
  nChanged 67
		SP:Iteration 5Q (159407.030000 sec): 3 clusters
  Score: Raw -205875.303651 + Penalty 2545.920073 = -203329.383579
  nChanged 65
		SP:Iteration 6Q (159407.170000 sec): 3 clusters
  Score: Raw -205913.000472 + Penalty 2545.920073 = -203367.080399
  nChanged 44
		SP:Iteration 7Q (159407.310000 sec): 3 clusters
  Score: Raw -205935.382405 + Penalty 2545.920073 = -203389.462333
  nChanged 36
		SP:Iteration 8Q (159407.490000 sec): 3 clusters
  Score: Raw -205950.209763 + Penalty 2545.920073 = -203404.289691
  nChanged 32
		SP:Iteration 9Q (159407.630000 sec): 3 clusters
  Score: Raw -205960.948699 + Penalty 2545.920073 = -203415.028627
  nChanged 12
		SP:Iteration 10Q (159407.770000 sec): 3 clusters
  Score: Raw -205964.734734 + Penalty 2545.920073 = -203418.814661
  nChanged 9
		SP:Iteration 11Q (159407.890000 sec): 3 clusters
  Score: Raw -205968.504704 + Penalty 2545.920073 = -203422.584631
  nChanged 8
		SP:Iteration 12Q (159408.020000 sec): 3 clusters
  Score: Raw -205972.569638 + Penalty 2545.920073 = -203426.649565
  nChanged 8
		SP:Iteration 13Q (159408.150000 sec): 3 clusters
  Score: Raw -205975.314103 + Penalty 2545.920073 = -203429.394030
  nChanged 7
		SP:Iteration 14Q (159408.270000 sec): 3 clusters
  Score: Raw -205977.893201 + Penalty 2545.920073 = -203431.973128
  nChanged 8
		SP:Iteration 15Q (159408.410000 sec): 3 clusters
  Score: Raw -205980.599807 + Penalty 2545.920073 = -203434.679735
  nChanged 4
		SP:Iteration 16Q (159408.540000 sec): 3 clusters
  Score: Raw -205982.907484 + Penalty 2545.920073 = -203436.987411
  nChanged 5
		SP:Iteration 17Q (159408.670000 sec): 3 clusters
  Score: Raw -205984.666174 + Penalty 2545.920073 = -203438.746101
  nChanged 7
		SP:Iteration 18Q (159408.790000 sec): 3 clusters
  Score: Raw -205989.050032 + Penalty 2545.920073 = -203443.129960
  nChanged 13
		SP:Iteration 19Q (159408.910000 sec): 3 clusters
  Score: Raw -205997.005058 + Penalty 2545.920073 = -203451.084985
  nChanged 20
		SP:Iteration 20F (159409.040000 sec): 3 clusters
  Score: Raw -206005.993396 + Penalty 2545.920073 = -203460.073324
  nChanged 14
		SP:Iteration 21Q (159409.170000 sec): 3 clusters
  Score: Raw -206010.323614 + Penalty 2545.920073 = -203464.403541
  nChanged 10
		SP:Iteration 22Q (159409.300000 sec): 3 clusters
  Score: Raw -206013.232143 + Penalty 2545.920073 = -203467.312071
  nChanged 8
		SP:Iteration 23Q (159409.430000 sec): 3 clusters
  Score: Raw -206017.748631 + Penalty 2545.920073 = -203471.828558
  nChanged 9
		SP:Iteration 24Q (159409.550000 sec): 3 clusters
  Score: Raw -206020.861615 + Penalty 2545.920073 = -203474.941542
  nChanged 9
		SP:Iteration 25Q (159409.680000 sec): 3 clusters
  Score: Raw -206025.182280 + Penalty 2545.920073 = -203479.262207
  nChanged 13
		SP:Iteration 26Q (159409.810000 sec): 3 clusters
  Score: Raw -206031.468895 + Penalty 2545.920073 = -203485.548822
  nChanged 14
		SP:Iteration 27Q (159409.940000 sec): 3 clusters
  Score: Raw -206036.922446 + Penalty 2545.920073 = -203491.002373
  nChanged 11
		SP:Iteration 28Q (159410.070000 sec): 3 clusters
  Score: Raw -206040.624079 + Penalty 2545.920073 = -203494.704006
  nChanged 6
		SP:Iteration 29Q (159410.190000 sec): 3 clusters
  Score: Raw -206042.853999 + Penalty 2545.920073 = -203496.933926
  nChanged 4
		SP:Iteration 30Q (159410.320000 sec): 3 clusters
  Score: Raw -206044.295515 + Penalty 2545.920073 = -203498.375442
  nChanged 4
		SP:Iteration 31Q (159410.450000 sec): 3 clusters
  Score: Raw -206046.134833 + Penalty 2545.920073 = -203500.214760
  nChanged 1
		SP:Iteration 32Q (159410.580000 sec): 3 clusters
  Score: Raw -206046.402718 + Penalty 2545.920073 = -203500.482645
  nChanged 1
		SP:Iteration 33Q (159410.710000 sec): 3 clusters
  Score: Raw -206046.724200 + Penalty 2545.920073 = -203500.804128
  nChanged 1
		SP:Iteration 34Q (159410.840000 sec): 3 clusters
  Score: Raw -206047.114130 + Penalty 2545.920073 = -203501.194057
  nChanged 1
		SP:Iteration 35Q (159410.960000 sec): 3 clusters
  Score: Raw -206047.622503 + Penalty 2545.920073 = -203501.702431
  nChanged 2
		SP:Iteration 36Q (159411.090000 sec): 3 clusters
  Score: Raw -206048.261263 + Penalty 2545.920073 = -203502.341190
  nChanged 2
		SP:Iteration 37Q (159411.230000 sec): 3 clusters
  Score: Raw -206048.668246 + Penalty 2545.920073 = -203502.748173
  nChanged 0
		SP:Iteration 38F (159411.350000 sec): 3 clusters
  Score: Raw -206048.668246 + Penalty 2545.920073 = -203502.748173
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (3023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159411.440000 sec): 2 clusters
  Score: Raw -239762.220477 + Penalty 1302.275812 = -238459.944665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159411.570000 sec): 3 clusters
  Score: Raw -238377.135025 + Penalty 2604.551623 = -235772.583401
  nChanged 1178
		SP:Iteration 1F (159411.700000 sec): 3 clusters
  Score: Raw -239220.035942 + Penalty 2604.551623 = -236615.484318
  nChanged 285
		SP:Iteration 2F (159411.830000 sec): 3 clusters
  Score: Raw -239497.972011 + Penalty 2604.551623 = -236893.420387
  nChanged 235
		SP:Iteration 3F (159411.950000 sec): 3 clusters
  Score: Raw -239738.434065 + Penalty 2604.551623 = -237133.882441
  nChanged 184
		SP:Iteration 4F (159412.080000 sec): 3 clusters
  Score: Raw -239911.436133 + Penalty 2604.551623 = -237306.884510
  nChanged 130
		SP:Iteration 5Q (159412.210000 sec): 3 clusters
  Score: Raw -240004.156152 + Penalty 2604.551623 = -237399.604528
  nChanged 83
		SP:Iteration 6Q (159412.330000 sec): 3 clusters
  Score: Raw -240055.129527 + Penalty 2604.551623 = -237450.577904
  nChanged 55
		SP:Iteration 7Q (159412.460000 sec): 3 clusters
  Score: Raw -240084.548246 + Penalty 2604.551623 = -237479.996623
  nChanged 39
		SP:Iteration 8Q (159412.590000 sec): 3 clusters
  Score: Raw -240106.317840 + Penalty 2604.551623 = -237501.766217
  nChanged 41
		SP:Iteration 9Q (159412.720000 sec): 3 clusters
  Score: Raw -240126.498392 + Penalty 2604.551623 = -237521.946769
  nChanged 29
		SP:Iteration 10Q (159412.840000 sec): 3 clusters
  Score: Raw -240138.544577 + Penalty 2604.551623 = -237533.992954
  nChanged 20
		SP:Iteration 11Q (159412.990000 sec): 3 clusters
  Score: Raw -240146.291389 + Penalty 2604.551623 = -237541.739766
  nChanged 13
		SP:Iteration 12Q (159413.130000 sec): 3 clusters
  Score: Raw -240150.913521 + Penalty 2604.551623 = -237546.361898
  nChanged 13
		SP:Iteration 13Q (159413.270000 sec): 3 clusters
  Score: Raw -240154.667373 + Penalty 2604.551623 = -237550.115750
  nChanged 9
		SP:Iteration 14Q (159413.410000 sec): 3 clusters
  Score: Raw -240156.714433 + Penalty 2604.551623 = -237552.162810
  nChanged 4
		SP:Iteration 15Q (159413.550000 sec): 3 clusters
  Score: Raw -240157.955373 + Penalty 2604.551623 = -237553.403750
  nChanged 4
		SP:Iteration 16Q (159413.690000 sec): 3 clusters
  Score: Raw -240159.289571 + Penalty 2604.551623 = -237554.737948
  nChanged 3
		SP:Iteration 17Q (159413.830000 sec): 3 clusters
  Score: Raw -240160.532554 + Penalty 2604.551623 = -237555.980930
  nChanged 4
		SP:Iteration 18Q (159413.950000 sec): 3 clusters
  Score: Raw -240161.813956 + Penalty 2604.551623 = -237557.262333
  nChanged 1
		SP:Iteration 19Q (159414.080000 sec): 3 clusters
  Score: Raw -240162.025428 + Penalty 2604.551623 = -237557.473805
  nChanged 3
		SP:Iteration 20F (159414.210000 sec): 3 clusters
  Score: Raw -240162.647343 + Penalty 2604.551623 = -237558.095720
  nChanged 1
		SP:Iteration 21Q (159414.330000 sec): 3 clusters
  Score: Raw -240162.877132 + Penalty 2604.551623 = -237558.325509
  nChanged 0
		SP:Iteration 22F (159414.460000 sec): 3 clusters
  Score: Raw -240162.877132 + Penalty 2604.551623 = -237558.325509
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (7895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159414.550000 sec): 2 clusters
  Score: Raw -685177.644511 + Penalty 1458.272551 = -683719.371960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159414.730000 sec): 3 clusters
  Score: Raw -680913.656451 + Penalty 2916.545101 = -677997.111350
  nChanged 3339
		SP:Iteration 1F (159414.880000 sec): 3 clusters
  Score: Raw -683161.298639 + Penalty 2916.545101 = -680244.753537
  nChanged 733
		SP:Iteration 2F (159415.030000 sec): 3 clusters
  Score: Raw -683758.089975 + Penalty 2916.545101 = -680841.544874
  nChanged 605
		SP:Iteration 3F (159415.200000 sec): 3 clusters
  Score: Raw -684190.472697 + Penalty 2916.545101 = -681273.927596
  nChanged 482
		SP:Iteration 4F (159415.370000 sec): 3 clusters
  Score: Raw -684480.698883 + Penalty 2916.545101 = -681564.153782
  nChanged 331
		SP:Iteration 5Q (159415.580000 sec): 3 clusters
  Score: Raw -684627.281491 + Penalty 2916.545101 = -681710.736390
  nChanged 229
		SP:Iteration 6Q (159415.780000 sec): 3 clusters
  Score: Raw -684719.785260 + Penalty 2916.545101 = -681803.240159
  nChanged 169
		SP:Iteration 7Q (159415.940000 sec): 3 clusters
  Score: Raw -684777.785566 + Penalty 2916.545101 = -681861.240465
  nChanged 134
		SP:Iteration 8Q (159416.070000 sec): 3 clusters
  Score: Raw -684823.150888 + Penalty 2916.545101 = -681906.605787
  nChanged 123
		SP:Iteration 9Q (159416.230000 sec): 3 clusters
  Score: Raw -684861.228844 + Penalty 2916.545101 = -681944.683743
  nChanged 100
		SP:Iteration 10Q (159416.390000 sec): 3 clusters
  Score: Raw -684890.374240 + Penalty 2916.545101 = -681973.829139
  nChanged 100
		SP:Iteration 11Q (159416.560000 sec): 3 clusters
  Score: Raw -684918.668161 + Penalty 2916.545101 = -682002.123060
  nChanged 96
		SP:Iteration 12Q (159416.720000 sec): 3 clusters
  Score: Raw -684945.626238 + Penalty 2916.545101 = -682029.081136
  nChanged 88
		SP:Iteration 13Q (159416.870000 sec): 3 clusters
  Score: Raw -684971.234116 + Penalty 2916.545101 = -682054.689015
  nChanged 83
		SP:Iteration 14Q (159417.040000 sec): 3 clusters
  Score: Raw -684992.672251 + Penalty 2916.545101 = -682076.127149
  nChanged 76
		SP:Iteration 15Q (159417.200000 sec): 3 clusters
  Score: Raw -685015.153006 + Penalty 2916.545101 = -682098.607905
  nChanged 81
		SP:Iteration 16Q (159417.360000 sec): 3 clusters
  Score: Raw -685037.712649 + Penalty 2916.545101 = -682121.167548
  nChanged 78
		SP:Iteration 17Q (159417.520000 sec): 3 clusters
  Score: Raw -685059.988274 + Penalty 2916.545101 = -682143.443173
  nChanged 85
		SP:Iteration 18Q (159417.680000 sec): 3 clusters
  Score: Raw -685088.538482 + Penalty 2916.545101 = -682171.993381
  nChanged 86
		SP:Iteration 19Q (159417.860000 sec): 3 clusters
  Score: Raw -685115.031891 + Penalty 2916.545101 = -682198.486790
  nChanged 101
		SP:Iteration 20F (159418.030000 sec): 3 clusters
  Score: Raw -685141.687416 + Penalty 2916.545101 = -682225.142314
  nChanged 101
		SP:Iteration 21Q (159418.190000 sec): 3 clusters
  Score: Raw -685172.521815 + Penalty 2916.545101 = -682255.976714
  nChanged 96
		SP:Iteration 22Q (159418.360000 sec): 3 clusters
  Score: Raw -685200.454377 + Penalty 2916.545101 = -682283.909276
  nChanged 94
		SP:Iteration 23Q (159418.560000 sec): 3 clusters
  Score: Raw -685224.243317 + Penalty 2916.545101 = -682307.698216
  nChanged 89
		SP:Iteration 24Q (159418.740000 sec): 3 clusters
  Score: Raw -685249.089005 + Penalty 2916.545101 = -682332.543904
  nChanged 90
		SP:Iteration 25Q (159418.900000 sec): 3 clusters
  Score: Raw -685275.361287 + Penalty 2916.545101 = -682358.816186
  nChanged 86
		SP:Iteration 26Q (159419.070000 sec): 3 clusters
  Score: Raw -685304.127739 + Penalty 2916.545101 = -682387.582638
  nChanged 83
		SP:Iteration 27Q (159419.260000 sec): 3 clusters
  Score: Raw -685329.264432 + Penalty 2916.545101 = -682412.719330
  nChanged 71
		SP:Iteration 28Q (159419.440000 sec): 3 clusters
  Score: Raw -685350.397714 + Penalty 2916.545101 = -682433.852613
  nChanged 81
		SP:Iteration 29Q (159419.610000 sec): 3 clusters
  Score: Raw -685379.387371 + Penalty 2916.545101 = -682462.842270
  nChanged 96
		SP:Iteration 30Q (159419.810000 sec): 3 clusters
  Score: Raw -685412.724266 + Penalty 2916.545101 = -682496.179165
  nChanged 79
		SP:Iteration 31Q (159419.980000 sec): 3 clusters
  Score: Raw -685437.613651 + Penalty 2916.545101 = -682521.068550
  nChanged 76
		SP:Iteration 32Q (159420.150000 sec): 3 clusters
  Score: Raw -685460.236462 + Penalty 2916.545101 = -682543.691360
  nChanged 63
		SP:Iteration 33Q (159420.310000 sec): 3 clusters
  Score: Raw -685476.840684 + Penalty 2916.545101 = -682560.295583
  nChanged 59
		SP:Iteration 34Q (159420.480000 sec): 3 clusters
  Score: Raw -685494.596305 + Penalty 2916.545101 = -682578.051204
  nChanged 45
		SP:Iteration 35Q (159420.650000 sec): 3 clusters
  Score: Raw -685510.808844 + Penalty 2916.545101 = -682594.263743
  nChanged 68
		SP:Iteration 36Q (159420.820000 sec): 3 clusters
  Score: Raw -685534.097669 + Penalty 2916.545101 = -682617.552568
  nChanged 71
		SP:Iteration 37Q (159420.980000 sec): 3 clusters
  Score: Raw -685558.910083 + Penalty 2916.545101 = -682642.364982
  nChanged 72
		SP:Iteration 38Q (159421.150000 sec): 3 clusters
  Score: Raw -685581.523292 + Penalty 2916.545101 = -682664.978191
  nChanged 57
		SP:Iteration 39Q (159421.320000 sec): 3 clusters
  Score: Raw -685600.745705 + Penalty 2916.545101 = -682684.200604
  nChanged 71
		SP:Iteration 40F (159421.500000 sec): 3 clusters
  Score: Raw -685625.843975 + Penalty 2916.545101 = -682709.298874
  nChanged 68
		SP:Iteration 41Q (159421.680000 sec): 3 clusters
  Score: Raw -685648.780501 + Penalty 2916.545101 = -682732.235400
  nChanged 63
		SP:Iteration 42Q (159421.860000 sec): 3 clusters
  Score: Raw -685671.195902 + Penalty 2916.545101 = -682754.650800
  nChanged 56
		SP:Iteration 43Q (159422.040000 sec): 3 clusters
  Score: Raw -685688.963394 + Penalty 2916.545101 = -682772.418293
  nChanged 51
		SP:Iteration 44Q (159422.230000 sec): 3 clusters
  Score: Raw -685707.290882 + Penalty 2916.545101 = -682790.745781
  nChanged 52
		SP:Iteration 45Q (159422.410000 sec): 3 clusters
  Score: Raw -685723.845245 + Penalty 2916.545101 = -682807.300144
  nChanged 48
		SP:Iteration 46Q (159422.660000 sec): 3 clusters
  Score: Raw -685737.837426 + Penalty 2916.545101 = -682821.292325
  nChanged 48
		SP:Iteration 47Q (159422.840000 sec): 3 clusters
  Score: Raw -685756.043236 + Penalty 2916.545101 = -682839.498135
  nChanged 52
		SP:Iteration 48Q (159423.000000 sec): 3 clusters
  Score: Raw -685776.527668 + Penalty 2916.545101 = -682859.982567
  nChanged 47
		SP:Iteration 49Q (159423.190000 sec): 3 clusters
  Score: Raw -685794.678408 + Penalty 2916.545101 = -682878.133307
  nChanged 44
		SP:Iteration 50Q (159423.360000 sec): 3 clusters
  Score: Raw -685814.343528 + Penalty 2916.545101 = -682897.798427
  nChanged 47
		SP:Iteration 51Q (159423.520000 sec): 3 clusters
  Score: Raw -685831.315385 + Penalty 2916.545101 = -682914.770284
  nChanged 39
		SP:Iteration 52Q (159423.730000 sec): 3 clusters
  Score: Raw -685844.436951 + Penalty 2916.545101 = -682927.891849
  nChanged 30
		SP:Iteration 53Q (159423.950000 sec): 3 clusters
  Score: Raw -685856.938149 + Penalty 2916.545101 = -682940.393047
  nChanged 41
		SP:Iteration 54Q (159424.070000 sec): 3 clusters
  Score: Raw -685872.337865 + Penalty 2916.545101 = -682955.792764
  nChanged 32
		SP:Iteration 55Q (159424.250000 sec): 3 clusters
  Score: Raw -685881.523638 + Penalty 2916.545101 = -682964.978537
  nChanged 24
		SP:Iteration 56Q (159424.410000 sec): 3 clusters
  Score: Raw -685886.643048 + Penalty 2916.545101 = -682970.097947
  nChanged 16
		SP:Iteration 57Q (159424.590000 sec): 3 clusters
  Score: Raw -685891.214279 + Penalty 2916.545101 = -682974.669177
  nChanged 16
		SP:Iteration 58Q (159424.750000 sec): 3 clusters
  Score: Raw -685895.378556 + Penalty 2916.545101 = -682978.833455
  nChanged 15
		SP:Iteration 59Q (159424.910000 sec): 3 clusters
  Score: Raw -685898.683503 + Penalty 2916.545101 = -682982.138402
  nChanged 17
		SP:Iteration 60F (159425.070000 sec): 3 clusters
  Score: Raw -685902.221425 + Penalty 2916.545101 = -682985.676324
  nChanged 15
		SP:Iteration 61Q (159425.240000 sec): 3 clusters
  Score: Raw -685905.381438 + Penalty 2916.545101 = -682988.836337
  nChanged 11
		SP:Iteration 62Q (159425.410000 sec): 3 clusters
  Score: Raw -685907.753164 + Penalty 2916.545101 = -682991.208063
  nChanged 8
		SP:Iteration 63Q (159425.600000 sec): 3 clusters
  Score: Raw -685910.553765 + Penalty 2916.545101 = -682994.008664
  nChanged 9
		SP:Iteration 64Q (159425.760000 sec): 3 clusters
  Score: Raw -685913.354516 + Penalty 2916.545101 = -682996.809414
  nChanged 7
		SP:Iteration 65Q (159425.930000 sec): 3 clusters
  Score: Raw -685915.578419 + Penalty 2916.545101 = -682999.033318
  nChanged 8
		SP:Iteration 66Q (159426.100000 sec): 3 clusters
  Score: Raw -685918.250924 + Penalty 2916.545101 = -683001.705822
  nChanged 10
		SP:Iteration 67Q (159426.250000 sec): 3 clusters
  Score: Raw -685923.984483 + Penalty 2916.545101 = -683007.439382
  nChanged 15
		SP:Iteration 68Q (159426.420000 sec): 3 clusters
  Score: Raw -685929.560839 + Penalty 2916.545101 = -683013.015738
  nChanged 16
		SP:Iteration 69Q (159426.590000 sec): 3 clusters
  Score: Raw -685935.398512 + Penalty 2916.545101 = -683018.853411
  nChanged 13
		SP:Iteration 70Q (159426.750000 sec): 3 clusters
  Score: Raw -685939.347660 + Penalty 2916.545101 = -683022.802559
  nChanged 14
		SP:Iteration 71Q (159426.910000 sec): 3 clusters
  Score: Raw -685943.340229 + Penalty 2916.545101 = -683026.795128
  nChanged 15
		SP:Iteration 72Q (159427.110000 sec): 3 clusters
  Score: Raw -685948.052502 + Penalty 2916.545101 = -683031.507400
  nChanged 12
		SP:Iteration 73Q (159427.280000 sec): 3 clusters
  Score: Raw -685950.556798 + Penalty 2916.545101 = -683034.011697
  nChanged 8
		SP:Iteration 74Q (159427.440000 sec): 3 clusters
  Score: Raw -685952.303780 + Penalty 2916.545101 = -683035.758679
  nChanged 10
		SP:Iteration 75Q (159427.610000 sec): 3 clusters
  Score: Raw -685955.872021 + Penalty 2916.545101 = -683039.326920
  nChanged 10
		SP:Iteration 76Q (159427.830000 sec): 3 clusters
  Score: Raw -685959.259813 + Penalty 2916.545101 = -683042.714712
  nChanged 8
		SP:Iteration 77Q (159428.000000 sec): 3 clusters
  Score: Raw -685961.301323 + Penalty 2916.545101 = -683044.756222
  nChanged 6
		SP:Iteration 78Q (159428.220000 sec): 3 clusters
  Score: Raw -685962.651102 + Penalty 2916.545101 = -683046.106001
  nChanged 5
		SP:Iteration 79Q (159428.390000 sec): 3 clusters
  Score: Raw -685963.668113 + Penalty 2916.545101 = -683047.123012
  nChanged 8
		SP:Iteration 80F (159428.560000 sec): 3 clusters
  Score: Raw -685965.313176 + Penalty 2916.545101 = -683048.768074
  nChanged 4
		SP:Iteration 81Q (159428.730000 sec): 3 clusters
  Score: Raw -685965.918673 + Penalty 2916.545101 = -683049.373572
  nChanged 3
		SP:Iteration 82Q (159428.890000 sec): 3 clusters
  Score: Raw -685966.538855 + Penalty 2916.545101 = -683049.993753
  nChanged 1
		SP:Iteration 83Q (159429.110000 sec): 3 clusters
  Score: Raw -685966.585044 + Penalty 2916.545101 = -683050.039943
  nChanged 0
		SP:Iteration 84F (159429.270000 sec): 3 clusters
  Score: Raw -685966.585044 + Penalty 2916.545101 = -683050.039943
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159429.380000 sec): 2 clusters
  Score: Raw -372488.089791 + Penalty 1365.034098 = -371123.055693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159429.570000 sec): 3 clusters
  Score: Raw -370247.813673 + Penalty 2730.068197 = -367517.745476
  nChanged 1795
		SP:Iteration 1F (159429.710000 sec): 3 clusters
  Score: Raw -371606.059545 + Penalty 2730.068197 = -368875.991348
  nChanged 426
		SP:Iteration 2F (159429.910000 sec): 3 clusters
  Score: Raw -371966.589673 + Penalty 2730.068197 = -369236.521476
  nChanged 318
		SP:Iteration 3F (159430.030000 sec): 3 clusters
  Score: Raw -372230.301868 + Penalty 2730.068197 = -369500.233671
  nChanged 266
		SP:Iteration 4F (159430.220000 sec): 3 clusters
  Score: Raw -372465.278232 + Penalty 2730.068197 = -369735.210036
  nChanged 212
		SP:Iteration 5Q (159430.340000 sec): 3 clusters
  Score: Raw -372660.526245 + Penalty 2730.068197 = -369930.458049
  nChanged 196
		SP:Iteration 6Q (159430.520000 sec): 3 clusters
  Score: Raw -372834.560793 + Penalty 2730.068197 = -370104.492596
  nChanged 169
		SP:Iteration 7Q (159430.710000 sec): 3 clusters
  Score: Raw -372963.763241 + Penalty 2730.068197 = -370233.695044
  nChanged 131
		SP:Iteration 8Q (159430.870000 sec): 3 clusters
  Score: Raw -373031.546869 + Penalty 2730.068197 = -370301.478672
  nChanged 94
		SP:Iteration 9Q (159431.010000 sec): 3 clusters
  Score: Raw -373077.772939 + Penalty 2730.068197 = -370347.704742
  nChanged 70
		SP:Iteration 10Q (159431.160000 sec): 3 clusters
  Score: Raw -373109.647595 + Penalty 2730.068197 = -370379.579398
  nChanged 56
		SP:Iteration 11Q (159431.300000 sec): 3 clusters
  Score: Raw -373147.476838 + Penalty 2730.068197 = -370417.408641
  nChanged 55
		SP:Iteration 12Q (159431.460000 sec): 3 clusters
  Score: Raw -373191.735023 + Penalty 2730.068197 = -370461.666827
  nChanged 55
		SP:Iteration 13Q (159431.610000 sec): 3 clusters
  Score: Raw -373244.876551 + Penalty 2730.068197 = -370514.808354
  nChanged 67
		SP:Iteration 14Q (159431.770000 sec): 3 clusters
  Score: Raw -373299.730116 + Penalty 2730.068197 = -370569.661920
  nChanged 53
		SP:Iteration 15Q (159431.930000 sec): 3 clusters
  Score: Raw -373324.736409 + Penalty 2730.068197 = -370594.668212
  nChanged 36
		SP:Iteration 16Q (159432.090000 sec): 3 clusters
  Score: Raw -373336.676063 + Penalty 2730.068197 = -370606.607866
  nChanged 21
		SP:Iteration 17Q (159432.250000 sec): 3 clusters
  Score: Raw -373343.434412 + Penalty 2730.068197 = -370613.366215
  nChanged 21
		SP:Iteration 18Q (159432.410000 sec): 3 clusters
  Score: Raw -373350.238608 + Penalty 2730.068197 = -370620.170411
  nChanged 15
		SP:Iteration 19Q (159432.580000 sec): 3 clusters
  Score: Raw -373355.346785 + Penalty 2730.068197 = -370625.278589
  nChanged 11
		SP:Iteration 20F (159432.720000 sec): 3 clusters
  Score: Raw -373358.622369 + Penalty 2730.068197 = -370628.554172
  nChanged 7
		SP:Iteration 21Q (159432.860000 sec): 3 clusters
  Score: Raw -373359.946549 + Penalty 2730.068197 = -370629.878353
  nChanged 1
		SP:Iteration 22Q (159433.010000 sec): 3 clusters
  Score: Raw -373360.151560 + Penalty 2730.068197 = -370630.083363
  nChanged 0
		SP:Iteration 23F (159433.160000 sec): 3 clusters
  Score: Raw -373360.151560 + Penalty 2730.068197 = -370630.083363
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159433.220000 sec): 2 clusters
  Score: Raw -231502.646874 + Penalty 1271.082151 = -230231.564723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159433.360000 sec): 3 clusters
  Score: Raw -230336.794959 + Penalty 2542.164303 = -227794.630656
  nChanged 904
		SP:Iteration 1F (159433.510000 sec): 3 clusters
  Score: Raw -230921.774089 + Penalty 2542.164303 = -228379.609787
  nChanged 202
		SP:Iteration 2F (159433.650000 sec): 3 clusters
  Score: Raw -231074.865531 + Penalty 2542.164303 = -228532.701229
  nChanged 160
		SP:Iteration 3F (159433.790000 sec): 3 clusters
  Score: Raw -231199.901239 + Penalty 2542.164303 = -228657.736936
  nChanged 130
		SP:Iteration 4F (159433.930000 sec): 3 clusters
  Score: Raw -231300.542070 + Penalty 2542.164303 = -228758.377768
  nChanged 111
		SP:Iteration 5Q (159434.080000 sec): 3 clusters
  Score: Raw -231387.067367 + Penalty 2542.164303 = -228844.903065
  nChanged 102
		SP:Iteration 6Q (159434.220000 sec): 3 clusters
  Score: Raw -231465.381591 + Penalty 2542.164303 = -228923.217288
  nChanged 77
		SP:Iteration 7Q (159434.370000 sec): 3 clusters
  Score: Raw -231524.833356 + Penalty 2542.164303 = -228982.669053
  nChanged 78
		SP:Iteration 8Q (159434.520000 sec): 3 clusters
  Score: Raw -231574.986017 + Penalty 2542.164303 = -229032.821715
  nChanged 51
		SP:Iteration 9Q (159434.680000 sec): 3 clusters
  Score: Raw -231604.559390 + Penalty 2542.164303 = -229062.395087
  nChanged 39
		SP:Iteration 10Q (159434.840000 sec): 3 clusters
  Score: Raw -231626.149552 + Penalty 2542.164303 = -229083.985250
  nChanged 38
		SP:Iteration 11Q (159434.990000 sec): 3 clusters
  Score: Raw -231647.891747 + Penalty 2542.164303 = -229105.727444
  nChanged 29
		SP:Iteration 12Q (159435.140000 sec): 3 clusters
  Score: Raw -231666.022391 + Penalty 2542.164303 = -229123.858088
  nChanged 31
		SP:Iteration 13Q (159435.310000 sec): 3 clusters
  Score: Raw -231683.111456 + Penalty 2542.164303 = -229140.947153
  nChanged 20
		SP:Iteration 14Q (159435.460000 sec): 3 clusters
  Score: Raw -231698.526634 + Penalty 2542.164303 = -229156.362331
  nChanged 21
		SP:Iteration 15Q (159435.620000 sec): 3 clusters
  Score: Raw -231712.916305 + Penalty 2542.164303 = -229170.752003
  nChanged 19
		SP:Iteration 16Q (159435.780000 sec): 3 clusters
  Score: Raw -231723.997910 + Penalty 2542.164303 = -229181.833607
  nChanged 21
		SP:Iteration 17Q (159435.930000 sec): 3 clusters
  Score: Raw -231738.499478 + Penalty 2542.164303 = -229196.335175
  nChanged 24
		SP:Iteration 18Q (159436.090000 sec): 3 clusters
  Score: Raw -231753.743536 + Penalty 2542.164303 = -229211.579233
  nChanged 15
		SP:Iteration 19Q (159436.250000 sec): 3 clusters
  Score: Raw -231763.684879 + Penalty 2542.164303 = -229221.520576
  nChanged 21
		SP:Iteration 20F (159436.430000 sec): 3 clusters
  Score: Raw -231778.197578 + Penalty 2542.164303 = -229236.033275
  nChanged 27
		SP:Iteration 21Q (159436.610000 sec): 3 clusters
  Score: Raw -231800.328210 + Penalty 2542.164303 = -229258.163907
  nChanged 26
		SP:Iteration 22Q (159436.760000 sec): 3 clusters
  Score: Raw -231821.339571 + Penalty 2542.164303 = -229279.175269
  nChanged 33
		SP:Iteration 23Q (159436.910000 sec): 3 clusters
  Score: Raw -231846.944931 + Penalty 2542.164303 = -229304.780628
  nChanged 27
		SP:Iteration 24Q (159437.070000 sec): 3 clusters
  Score: Raw -231865.853474 + Penalty 2542.164303 = -229323.689171
  nChanged 24
		SP:Iteration 25Q (159437.220000 sec): 3 clusters
  Score: Raw -231885.194970 + Penalty 2542.164303 = -229343.030667
  nChanged 32
		SP:Iteration 26Q (159437.390000 sec): 3 clusters
  Score: Raw -231905.601044 + Penalty 2542.164303 = -229363.436741
  nChanged 17
		SP:Iteration 27Q (159437.530000 sec): 3 clusters
  Score: Raw -231917.509994 + Penalty 2542.164303 = -229375.345691
  nChanged 21
		SP:Iteration 28Q (159437.690000 sec): 3 clusters
  Score: Raw -231936.463651 + Penalty 2542.164303 = -229394.299348
  nChanged 26
		SP:Iteration 29Q (159437.850000 sec): 3 clusters
  Score: Raw -231955.599944 + Penalty 2542.164303 = -229413.435641
  nChanged 33
		SP:Iteration 30Q (159438.010000 sec): 3 clusters
  Score: Raw -231981.251095 + Penalty 2542.164303 = -229439.086793
  nChanged 27
		SP:Iteration 31Q (159438.170000 sec): 3 clusters
  Score: Raw -232003.601456 + Penalty 2542.164303 = -229461.437153
  nChanged 30
		SP:Iteration 32Q (159438.320000 sec): 3 clusters
  Score: Raw -232020.919102 + Penalty 2542.164303 = -229478.754799
  nChanged 15
		SP:Iteration 33Q (159438.490000 sec): 3 clusters
  Score: Raw -232029.834003 + Penalty 2542.164303 = -229487.669700
  nChanged 16
		SP:Iteration 34Q (159438.650000 sec): 3 clusters
  Score: Raw -232039.510101 + Penalty 2542.164303 = -229497.345798
  nChanged 14
		SP:Iteration 35Q (159438.810000 sec): 3 clusters
  Score: Raw -232045.775660 + Penalty 2542.164303 = -229503.611357
  nChanged 8
		SP:Iteration 36Q (159438.950000 sec): 3 clusters
  Score: Raw -232049.307996 + Penalty 2542.164303 = -229507.143693
  nChanged 6
		SP:Iteration 37Q (159439.100000 sec): 3 clusters
  Score: Raw -232051.477894 + Penalty 2542.164303 = -229509.313591
  nChanged 4
		SP:Iteration 38Q (159439.270000 sec): 3 clusters
  Score: Raw -232053.036569 + Penalty 2542.164303 = -229510.872266
  nChanged 4
		SP:Iteration 39Q (159439.430000 sec): 3 clusters
  Score: Raw -232054.659201 + Penalty 2542.164303 = -229512.494899
  nChanged 2
		SP:Iteration 40F (159439.590000 sec): 3 clusters
  Score: Raw -232055.260203 + Penalty 2542.164303 = -229513.095900
  nChanged 2
		SP:Iteration 41Q (159439.760000 sec): 3 clusters
  Score: Raw -232056.165663 + Penalty 2542.164303 = -229514.001360
  nChanged 3
		SP:Iteration 42Q (159439.920000 sec): 3 clusters
  Score: Raw -232056.921448 + Penalty 2542.164303 = -229514.757145
  nChanged 3
		SP:Iteration 43Q (159440.080000 sec): 3 clusters
  Score: Raw -232057.930450 + Penalty 2542.164303 = -229515.766148
  nChanged 1
		SP:Iteration 44Q (159440.240000 sec): 3 clusters
  Score: Raw -232058.203219 + Penalty 2542.164303 = -229516.038916
  nChanged 1
		SP:Iteration 45Q (159440.400000 sec): 3 clusters
  Score: Raw -232058.455415 + Penalty 2542.164303 = -229516.291113
  nChanged 0
		SP:Iteration 46F (159440.560000 sec): 3 clusters
  Score: Raw -232058.455415 + Penalty 2542.164303 = -229516.291113
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (6369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159440.650000 sec): 2 clusters
  Score: Raw -621852.090740 + Penalty 1423.369634 = -620428.721106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159440.850000 sec): 3 clusters
  Score: Raw -618436.888484 + Penalty 2846.739269 = -615590.149215
  nChanged 2646
		SP:Iteration 1F (159441.050000 sec): 3 clusters
  Score: Raw -620027.716045 + Penalty 2846.739269 = -617180.976776
  nChanged 517
		SP:Iteration 2F (159441.230000 sec): 3 clusters
  Score: Raw -620363.083246 + Penalty 2846.739269 = -617516.343977
  nChanged 449
		SP:Iteration 3F (159441.380000 sec): 3 clusters
  Score: Raw -620642.506351 + Penalty 2846.739269 = -617795.767082
  nChanged 377
		SP:Iteration 4F (159441.530000 sec): 3 clusters
  Score: Raw -620877.928518 + Penalty 2846.739269 = -618031.189249
  nChanged 355
		SP:Iteration 5F (159441.720000 sec): 3 clusters
  Score: Raw -621119.017531 + Penalty 2846.739269 = -618272.278262
  nChanged 321
		SP:Iteration 6F (159441.870000 sec): 3 clusters
  Score: Raw -621306.474694 + Penalty 2846.739269 = -618459.735425
  nChanged 222
		SP:Iteration 7Q (159442.050000 sec): 3 clusters
  Score: Raw -621401.751724 + Penalty 2846.739269 = -618555.012455
  nChanged 149
		SP:Iteration 8Q (159442.230000 sec): 3 clusters
  Score: Raw -621462.037175 + Penalty 2846.739269 = -618615.297906
  nChanged 115
		SP:Iteration 9Q (159442.490000 sec): 3 clusters
  Score: Raw -621503.442589 + Penalty 2846.739269 = -618656.703320
  nChanged 95
		SP:Iteration 10Q (159442.660000 sec): 3 clusters
  Score: Raw -621535.498661 + Penalty 2846.739269 = -618688.759393
  nChanged 84
		SP:Iteration 11Q (159442.830000 sec): 3 clusters
  Score: Raw -621562.808192 + Penalty 2846.739269 = -618716.068923
  nChanged 76
		SP:Iteration 12Q (159443.010000 sec): 3 clusters
  Score: Raw -621588.324936 + Penalty 2846.739269 = -618741.585667
  nChanged 54
		SP:Iteration 13Q (159443.180000 sec): 3 clusters
  Score: Raw -621607.353196 + Penalty 2846.739269 = -618760.613927
  nChanged 49
		SP:Iteration 14Q (159443.360000 sec): 3 clusters
  Score: Raw -621620.082192 + Penalty 2846.739269 = -618773.342923
  nChanged 36
		SP:Iteration 15Q (159443.540000 sec): 3 clusters
  Score: Raw -621629.791425 + Penalty 2846.739269 = -618783.052156
  nChanged 35
		SP:Iteration 16Q (159443.710000 sec): 3 clusters
  Score: Raw -621639.203343 + Penalty 2846.739269 = -618792.464074
  nChanged 33
		SP:Iteration 17Q (159443.890000 sec): 3 clusters
  Score: Raw -621648.811797 + Penalty 2846.739269 = -618802.072528
  nChanged 26
		SP:Iteration 18Q (159444.060000 sec): 3 clusters
  Score: Raw -621656.641279 + Penalty 2846.739269 = -618809.902010
  nChanged 26
		SP:Iteration 19Q (159444.230000 sec): 3 clusters
  Score: Raw -621666.016174 + Penalty 2846.739269 = -618819.276905
  nChanged 30
		SP:Iteration 20F (159444.370000 sec): 3 clusters
  Score: Raw -621674.921514 + Penalty 2846.739269 = -618828.182245
  nChanged 32
		SP:Iteration 21Q (159444.540000 sec): 3 clusters
  Score: Raw -621685.675116 + Penalty 2846.739269 = -618838.935848
  nChanged 36
		SP:Iteration 22Q (159444.710000 sec): 3 clusters
  Score: Raw -621698.368771 + Penalty 2846.739269 = -618851.629502
  nChanged 36
		SP:Iteration 23Q (159444.890000 sec): 3 clusters
  Score: Raw -621710.498581 + Penalty 2846.739269 = -618863.759312
  nChanged 30
		SP:Iteration 24Q (159445.060000 sec): 3 clusters
  Score: Raw -621720.765649 + Penalty 2846.739269 = -618874.026380
  nChanged 30
		SP:Iteration 25Q (159445.240000 sec): 3 clusters
  Score: Raw -621730.325377 + Penalty 2846.739269 = -618883.586108
  nChanged 35
		SP:Iteration 26Q (159445.420000 sec): 3 clusters
  Score: Raw -621745.760593 + Penalty 2846.739269 = -618899.021324
  nChanged 38
		SP:Iteration 27Q (159445.600000 sec): 3 clusters
  Score: Raw -621761.763165 + Penalty 2846.739269 = -618915.023896
  nChanged 39
		SP:Iteration 28Q (159445.770000 sec): 3 clusters
  Score: Raw -621780.326862 + Penalty 2846.739269 = -618933.587593
  nChanged 47
		SP:Iteration 29Q (159445.950000 sec): 3 clusters
  Score: Raw -621797.489067 + Penalty 2846.739269 = -618950.749799
  nChanged 44
		SP:Iteration 30Q (159446.130000 sec): 3 clusters
  Score: Raw -621820.979164 + Penalty 2846.739269 = -618974.239895
  nChanged 45
		SP:Iteration 31Q (159446.330000 sec): 3 clusters
  Score: Raw -621843.412156 + Penalty 2846.739269 = -618996.672887
  nChanged 61
		SP:Iteration 32Q (159446.490000 sec): 3 clusters
  Score: Raw -621872.835465 + Penalty 2846.739269 = -619026.096196
  nChanged 57
		SP:Iteration 33Q (159446.660000 sec): 3 clusters
  Score: Raw -621903.575447 + Penalty 2846.739269 = -619056.836178
  nChanged 57
		SP:Iteration 34Q (159446.840000 sec): 3 clusters
  Score: Raw -621934.029578 + Penalty 2846.739269 = -619087.290309
  nChanged 50
		SP:Iteration 35Q (159447.010000 sec): 3 clusters
  Score: Raw -621959.410243 + Penalty 2846.739269 = -619112.670974
  nChanged 43
		SP:Iteration 36Q (159447.180000 sec): 3 clusters
  Score: Raw -621983.005325 + Penalty 2846.739269 = -619136.266057
  nChanged 41
		SP:Iteration 37Q (159447.390000 sec): 3 clusters
  Score: Raw -622002.153199 + Penalty 2846.739269 = -619155.413930
  nChanged 25
		SP:Iteration 38Q (159447.510000 sec): 3 clusters
  Score: Raw -622011.980009 + Penalty 2846.739269 = -619165.240740
  nChanged 17
		SP:Iteration 39Q (159447.690000 sec): 3 clusters
  Score: Raw -622018.183959 + Penalty 2846.739269 = -619171.444691
  nChanged 12
		SP:Iteration 40F (159447.830000 sec): 3 clusters
  Score: Raw -622022.281917 + Penalty 2846.739269 = -619175.542648
  nChanged 5
		SP:Iteration 41Q (159448.000000 sec): 3 clusters
  Score: Raw -622024.108699 + Penalty 2846.739269 = -619177.369430
  nChanged 8
		SP:Iteration 42Q (159448.180000 sec): 3 clusters
  Score: Raw -622027.581493 + Penalty 2846.739269 = -619180.842224
  nChanged 8
		SP:Iteration 43Q (159448.350000 sec): 3 clusters
  Score: Raw -622029.918076 + Penalty 2846.739269 = -619183.178807
  nChanged 7
		SP:Iteration 44Q (159448.540000 sec): 3 clusters
  Score: Raw -622032.443588 + Penalty 2846.739269 = -619185.704319
  nChanged 7
		SP:Iteration 45Q (159448.770000 sec): 3 clusters
  Score: Raw -622034.843494 + Penalty 2846.739269 = -619188.104226
  nChanged 6
		SP:Iteration 46Q (159448.930000 sec): 3 clusters
  Score: Raw -622036.822114 + Penalty 2846.739269 = -619190.082845
  nChanged 4
		SP:Iteration 47Q (159449.120000 sec): 3 clusters
  Score: Raw -622038.310809 + Penalty 2846.739269 = -619191.571540
  nChanged 6
		SP:Iteration 48Q (159449.300000 sec): 3 clusters
  Score: Raw -622040.017038 + Penalty 2846.739269 = -619193.277769
  nChanged 5
		SP:Iteration 49Q (159449.500000 sec): 3 clusters
  Score: Raw -622041.611972 + Penalty 2846.739269 = -619194.872704
  nChanged 4
		SP:Iteration 50Q (159449.690000 sec): 3 clusters
  Score: Raw -622042.913598 + Penalty 2846.739269 = -619196.174329
  nChanged 6
		SP:Iteration 51Q (159449.870000 sec): 3 clusters
  Score: Raw -622044.275850 + Penalty 2846.739269 = -619197.536581
  nChanged 4
		SP:Iteration 52Q (159450.070000 sec): 3 clusters
  Score: Raw -622045.573980 + Penalty 2846.739269 = -619198.834711
  nChanged 4
		SP:Iteration 53Q (159450.250000 sec): 3 clusters
  Score: Raw -622047.480507 + Penalty 2846.739269 = -619200.741238
  nChanged 4
		SP:Iteration 54Q (159450.440000 sec): 3 clusters
  Score: Raw -622048.742410 + Penalty 2846.739269 = -619202.003141
  nChanged 4
		SP:Iteration 55Q (159450.670000 sec): 3 clusters
  Score: Raw -622050.284462 + Penalty 2846.739269 = -619203.545193
  nChanged 4
		SP:Iteration 56Q (159450.900000 sec): 3 clusters
  Score: Raw -622051.453687 + Penalty 2846.739269 = -619204.714418
  nChanged 3
		SP:Iteration 57Q (159451.050000 sec): 3 clusters
  Score: Raw -622052.375750 + Penalty 2846.739269 = -619205.636481
  nChanged 5
		SP:Iteration 58Q (159451.240000 sec): 3 clusters
  Score: Raw -622054.286429 + Penalty 2846.739269 = -619207.547160
  nChanged 11
		SP:Iteration 59Q (159451.430000 sec): 3 clusters
  Score: Raw -622057.893616 + Penalty 2846.739269 = -619211.154347
  nChanged 7
		SP:Iteration 60F (159451.600000 sec): 3 clusters
  Score: Raw -622061.218596 + Penalty 2846.739269 = -619214.479327
  nChanged 7
		SP:Iteration 61Q (159451.780000 sec): 3 clusters
  Score: Raw -622064.650060 + Penalty 2846.739269 = -619217.910791
  nChanged 8
		SP:Iteration 62Q (159451.950000 sec): 3 clusters
  Score: Raw -622068.778161 + Penalty 2846.739269 = -619222.038892
  nChanged 9
		SP:Iteration 63Q (159452.130000 sec): 3 clusters
  Score: Raw -622072.952424 + Penalty 2846.739269 = -619226.213155
  nChanged 7
		SP:Iteration 64Q (159452.310000 sec): 3 clusters
  Score: Raw -622075.961680 + Penalty 2846.739269 = -619229.222411
  nChanged 7
		SP:Iteration 65Q (159452.500000 sec): 3 clusters
  Score: Raw -622078.863826 + Penalty 2846.739269 = -619232.124557
  nChanged 3
		SP:Iteration 66Q (159452.680000 sec): 3 clusters
  Score: Raw -622079.595457 + Penalty 2846.739269 = -619232.856188
  nChanged 1
		SP:Iteration 67Q (159452.900000 sec): 3 clusters
  Score: Raw -622079.898004 + Penalty 2846.739269 = -619233.158735
  nChanged 1
		SP:Iteration 68Q (159453.100000 sec): 3 clusters
  Score: Raw -622080.104332 + Penalty 2846.739269 = -619233.365063
  nChanged 1
		SP:Iteration 69Q (159453.280000 sec): 3 clusters
  Score: Raw -622080.680752 + Penalty 2846.739269 = -619233.941483
  nChanged 1
		SP:Iteration 70Q (159453.480000 sec): 3 clusters
  Score: Raw -622081.332632 + Penalty 2846.739269 = -619234.593363
  nChanged 2
		SP:Iteration 71Q (159453.670000 sec): 3 clusters
  Score: Raw -622081.985078 + Penalty 2846.739269 = -619235.245809
  nChanged 1
		SP:Iteration 72Q (159453.860000 sec): 3 clusters
  Score: Raw -622082.529024 + Penalty 2846.739269 = -619235.789755
  nChanged 4
		SP:Iteration 73Q (159454.060000 sec): 3 clusters
  Score: Raw -622084.481410 + Penalty 2846.739269 = -619237.742141
  nChanged 5
		SP:Iteration 74Q (159454.210000 sec): 3 clusters
  Score: Raw -622087.372620 + Penalty 2846.739269 = -619240.633351
  nChanged 8
		SP:Iteration 75Q (159454.390000 sec): 3 clusters
  Score: Raw -622091.097624 + Penalty 2846.739269 = -619244.358355
  nChanged 3
		SP:Iteration 76Q (159454.580000 sec): 3 clusters
  Score: Raw -622092.021708 + Penalty 2846.739269 = -619245.282439
  nChanged 2
		SP:Iteration 77Q (159454.770000 sec): 3 clusters
  Score: Raw -622092.746425 + Penalty 2846.739269 = -619246.007156
  nChanged 1
		SP:Iteration 78Q (159454.990000 sec): 3 clusters
  Score: Raw -622092.935409 + Penalty 2846.739269 = -619246.196140
  nChanged 0
		SP:Iteration 79F (159455.150000 sec): 3 clusters
  Score: Raw -622092.935409 + Penalty 2846.739269 = -619246.196140
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159455.220000 sec): 2 clusters
  Score: Raw -59631.581909 + Penalty 1115.028093 = -58516.553816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159455.380000 sec): 3 clusters
  Score: Raw -59394.626429 + Penalty 2230.056186 = -57164.570244
  nChanged 316
		SP:Iteration 1F (159455.540000 sec): 3 clusters
  Score: Raw -59826.250505 + Penalty 2230.056186 = -57596.194319
  nChanged 104
		SP:Iteration 2F (159455.690000 sec): 3 clusters
  Score: Raw -59998.309335 + Penalty 2230.056186 = -57768.253150
  nChanged 63
		SP:Iteration 3F (159455.850000 sec): 3 clusters
  Score: Raw -60095.611866 + Penalty 2230.056186 = -57865.555680
  nChanged 35
		SP:Iteration 4Q (159456.000000 sec): 3 clusters
  Score: Raw -60140.615848 + Penalty 2230.056186 = -57910.559662
  nChanged 16
		SP:Iteration 5Q (159456.150000 sec): 3 clusters
  Score: Raw -60159.362353 + Penalty 2230.056186 = -57929.306168
  nChanged 13
		SP:Iteration 6Q (159456.310000 sec): 3 clusters
  Score: Raw -60171.071897 + Penalty 2230.056186 = -57941.015712
  nChanged 13
		SP:Iteration 7Q (159456.460000 sec): 3 clusters
  Score: Raw -60185.960787 + Penalty 2230.056186 = -57955.904602
  nChanged 6
		SP:Iteration 8Q (159456.620000 sec): 3 clusters
  Score: Raw -60194.666735 + Penalty 2230.056186 = -57964.610550
  nChanged 5
		SP:Iteration 9Q (159456.780000 sec): 3 clusters
  Score: Raw -60200.579378 + Penalty 2230.056186 = -57970.523193
  nChanged 6
		SP:Iteration 10Q (159456.940000 sec): 3 clusters
  Score: Raw -60214.462970 + Penalty 2230.056186 = -57984.406785
  nChanged 8
		SP:Iteration 11Q (159457.090000 sec): 3 clusters
  Score: Raw -60224.644098 + Penalty 2230.056186 = -57994.587912
  nChanged 3
		SP:Iteration 12Q (159457.250000 sec): 3 clusters
  Score: Raw -60226.685003 + Penalty 2230.056186 = -57996.628818
  nChanged 3
		SP:Iteration 13Q (159457.400000 sec): 3 clusters
  Score: Raw -60228.900862 + Penalty 2230.056186 = -57998.844676
  nChanged 1
		SP:Iteration 14Q (159457.560000 sec): 3 clusters
  Score: Raw -60229.316807 + Penalty 2230.056186 = -57999.260622
  nChanged 1
		SP:Iteration 15Q (159457.720000 sec): 3 clusters
  Score: Raw -60229.637352 + Penalty 2230.056186 = -57999.581166
  nChanged 1
		SP:Iteration 16Q (159457.870000 sec): 3 clusters
  Score: Raw -60232.855201 + Penalty 2230.056186 = -58002.799016
  nChanged 2
		SP:Iteration 17Q (159458.050000 sec): 3 clusters
  Score: Raw -60234.170037 + Penalty 2230.056186 = -58004.113851
  nChanged 1
		SP:Iteration 18Q (159458.220000 sec): 3 clusters
  Score: Raw -60235.035936 + Penalty 2230.056186 = -58004.979750
  nChanged 1
		SP:Iteration 19Q (159458.370000 sec): 3 clusters
  Score: Raw -60237.222031 + Penalty 2230.056186 = -58007.165846
  nChanged 2
		SP:Iteration 20F (159458.520000 sec): 3 clusters
  Score: Raw -60240.903517 + Penalty 2230.056186 = -58010.847331
  nChanged 3
		SP:Iteration 21Q (159458.670000 sec): 3 clusters
  Score: Raw -60243.774339 + Penalty 2230.056186 = -58013.718154
  nChanged 0
		SP:Iteration 22F (159458.810000 sec): 3 clusters
  Score: Raw -60243.774339 + Penalty 2230.056186 = -58013.718154
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (4766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159458.900000 sec): 2 clusters
  Score: Raw -340718.586823 + Penalty 1376.255182 = -339342.331642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159459.080000 sec): 3 clusters
  Score: Raw -338305.327633 + Penalty 2752.510364 = -335552.817269
  nChanged 1939
		SP:Iteration 1F (159459.240000 sec): 3 clusters
  Score: Raw -339584.390541 + Penalty 2752.510364 = -336831.880178
  nChanged 449
		SP:Iteration 2F (159459.360000 sec): 3 clusters
  Score: Raw -340077.647924 + Penalty 2752.510364 = -337325.137560
  nChanged 396
		SP:Iteration 3F (159459.530000 sec): 3 clusters
  Score: Raw -340490.960688 + Penalty 2752.510364 = -337738.450324
  nChanged 318
		SP:Iteration 4F (159459.680000 sec): 3 clusters
  Score: Raw -340807.437246 + Penalty 2752.510364 = -338054.926882
  nChanged 274
		SP:Iteration 5F (159459.830000 sec): 3 clusters
  Score: Raw -341042.836608 + Penalty 2752.510364 = -338290.326245
  nChanged 193
		SP:Iteration 6Q (159459.970000 sec): 3 clusters
  Score: Raw -341164.561005 + Penalty 2752.510364 = -338412.050641
  nChanged 145
		SP:Iteration 7Q (159460.120000 sec): 3 clusters
  Score: Raw -341231.589311 + Penalty 2752.510364 = -338479.078948
  nChanged 98
		SP:Iteration 8Q (159460.260000 sec): 3 clusters
  Score: Raw -341274.066213 + Penalty 2752.510364 = -338521.555849
  nChanged 73
		SP:Iteration 9Q (159460.450000 sec): 3 clusters
  Score: Raw -341300.189707 + Penalty 2752.510364 = -338547.679343
  nChanged 50
		SP:Iteration 10Q (159460.600000 sec): 3 clusters
  Score: Raw -341315.086404 + Penalty 2752.510364 = -338562.576040
  nChanged 32
		SP:Iteration 11Q (159460.730000 sec): 3 clusters
  Score: Raw -341329.701906 + Penalty 2752.510364 = -338577.191542
  nChanged 31
		SP:Iteration 12Q (159460.870000 sec): 3 clusters
  Score: Raw -341340.316965 + Penalty 2752.510364 = -338587.806602
  nChanged 25
		SP:Iteration 13Q (159461.020000 sec): 3 clusters
  Score: Raw -341348.673210 + Penalty 2752.510364 = -338596.162846
  nChanged 18
		SP:Iteration 14Q (159461.160000 sec): 3 clusters
  Score: Raw -341352.597572 + Penalty 2752.510364 = -338600.087209
  nChanged 11
		SP:Iteration 15Q (159461.310000 sec): 3 clusters
  Score: Raw -341355.609181 + Penalty 2752.510364 = -338603.098817
  nChanged 11
		SP:Iteration 16Q (159461.460000 sec): 3 clusters
  Score: Raw -341358.069194 + Penalty 2752.510364 = -338605.558830
  nChanged 8
		SP:Iteration 17Q (159461.600000 sec): 3 clusters
  Score: Raw -341359.948965 + Penalty 2752.510364 = -338607.438601
  nChanged 9
		SP:Iteration 18Q (159461.790000 sec): 3 clusters
  Score: Raw -341362.880451 + Penalty 2752.510364 = -338610.370087
  nChanged 13
		SP:Iteration 19Q (159461.950000 sec): 3 clusters
  Score: Raw -341366.069067 + Penalty 2752.510364 = -338613.558703
  nChanged 14
		SP:Iteration 20F (159462.100000 sec): 3 clusters
  Score: Raw -341368.838955 + Penalty 2752.510364 = -338616.328591
  nChanged 8
		SP:Iteration 21Q (159462.260000 sec): 3 clusters
  Score: Raw -341371.512004 + Penalty 2752.510364 = -338619.001641
  nChanged 11
		SP:Iteration 22Q (159462.410000 sec): 3 clusters
  Score: Raw -341375.670041 + Penalty 2752.510364 = -338623.159677
  nChanged 8
		SP:Iteration 23Q (159462.570000 sec): 3 clusters
  Score: Raw -341378.129291 + Penalty 2752.510364 = -338625.618927
  nChanged 9
		SP:Iteration 24Q (159462.720000 sec): 3 clusters
  Score: Raw -341380.079016 + Penalty 2752.510364 = -338627.568653
  nChanged 9
		SP:Iteration 25Q (159462.870000 sec): 3 clusters
  Score: Raw -341382.415628 + Penalty 2752.510364 = -338629.905264
  nChanged 12
		SP:Iteration 26Q (159463.010000 sec): 3 clusters
  Score: Raw -341385.426820 + Penalty 2752.510364 = -338632.916456
  nChanged 6
		SP:Iteration 27Q (159463.150000 sec): 3 clusters
  Score: Raw -341386.069239 + Penalty 2752.510364 = -338633.558876
  nChanged 2
		SP:Iteration 28Q (159463.290000 sec): 3 clusters
  Score: Raw -341386.364908 + Penalty 2752.510364 = -338633.854545
  nChanged 4
		SP:Iteration 29Q (159463.430000 sec): 3 clusters
  Score: Raw -341387.310179 + Penalty 2752.510364 = -338634.799815
  nChanged 4
		SP:Iteration 30Q (159463.590000 sec): 3 clusters
  Score: Raw -341387.857809 + Penalty 2752.510364 = -338635.347446
  nChanged 3
		SP:Iteration 31Q (159463.750000 sec): 3 clusters
  Score: Raw -341388.898174 + Penalty 2752.510364 = -338636.387810
  nChanged 4
		SP:Iteration 32Q (159463.910000 sec): 3 clusters
  Score: Raw -341389.409262 + Penalty 2752.510364 = -338636.898898
  nChanged 3
		SP:Iteration 33Q (159464.060000 sec): 3 clusters
  Score: Raw -341389.767266 + Penalty 2752.510364 = -338637.256902
  nChanged 2
		SP:Iteration 34Q (159464.220000 sec): 3 clusters
  Score: Raw -341389.964451 + Penalty 2752.510364 = -338637.454087
  nChanged 1
		SP:Iteration 35Q (159464.380000 sec): 3 clusters
  Score: Raw -341390.195177 + Penalty 2752.510364 = -338637.684813
  nChanged 2
		SP:Iteration 36Q (159464.540000 sec): 3 clusters
  Score: Raw -341390.351722 + Penalty 2752.510364 = -338637.841358
  nChanged 1
		SP:Iteration 37Q (159464.700000 sec): 3 clusters
  Score: Raw -341390.516048 + Penalty 2752.510364 = -338638.005684
  nChanged 2
		SP:Iteration 38Q (159464.860000 sec): 3 clusters
  Score: Raw -341390.827252 + Penalty 2752.510364 = -338638.316889
  nChanged 1
		SP:Iteration 39Q (159465.020000 sec): 3 clusters
  Score: Raw -341391.219980 + Penalty 2752.510364 = -338638.709616
  nChanged 2
		SP:Iteration 40F (159465.170000 sec): 3 clusters
  Score: Raw -341391.757834 + Penalty 2752.510364 = -338639.247470
  nChanged 3
		SP:Iteration 41Q (159465.330000 sec): 3 clusters
  Score: Raw -341392.309658 + Penalty 2752.510364 = -338639.799294
  nChanged 5
		SP:Iteration 42Q (159465.490000 sec): 3 clusters
  Score: Raw -341396.211760 + Penalty 2752.510364 = -338643.701396
  nChanged 6
		SP:Iteration 43Q (159465.690000 sec): 3 clusters
  Score: Raw -341397.848973 + Penalty 2752.510364 = -338645.338610
  nChanged 4
		SP:Iteration 44Q (159465.840000 sec): 3 clusters
  Score: Raw -341399.041786 + Penalty 2752.510364 = -338646.531422
  nChanged 4
		SP:Iteration 45Q (159466.000000 sec): 3 clusters
  Score: Raw -341399.601984 + Penalty 2752.510364 = -338647.091620
  nChanged 3
		SP:Iteration 46Q (159466.160000 sec): 3 clusters
  Score: Raw -341400.588158 + Penalty 2752.510364 = -338648.077794
  nChanged 3
		SP:Iteration 47Q (159466.310000 sec): 3 clusters
  Score: Raw -341401.206636 + Penalty 2752.510364 = -338648.696273
  nChanged 3
		SP:Iteration 48Q (159466.470000 sec): 3 clusters
  Score: Raw -341402.050847 + Penalty 2752.510364 = -338649.540483
  nChanged 4
		SP:Iteration 49Q (159466.670000 sec): 3 clusters
  Score: Raw -341402.553747 + Penalty 2752.510364 = -338650.043383
  nChanged 3
		SP:Iteration 50Q (159466.800000 sec): 3 clusters
  Score: Raw -341402.888997 + Penalty 2752.510364 = -338650.378633
  nChanged 1
		SP:Iteration 51Q (159466.960000 sec): 3 clusters
  Score: Raw -341402.943461 + Penalty 2752.510364 = -338650.433098
  nChanged 0
		SP:Iteration 52F (159467.120000 sec): 3 clusters
  Score: Raw -341402.943461 + Penalty 2752.510364 = -338650.433098
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (2950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159467.180000 sec): 2 clusters
  Score: Raw -249902.481352 + Penalty 1298.303573 = -248604.177779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159467.340000 sec): 3 clusters
  Score: Raw -248494.776993 + Penalty 2596.607146 = -245898.169847
  nChanged 1110
		SP:Iteration 1F (159467.490000 sec): 3 clusters
  Score: Raw -249352.047983 + Penalty 2596.607146 = -246755.440837
  nChanged 319
		SP:Iteration 2F (159467.650000 sec): 3 clusters
  Score: Raw -249729.214371 + Penalty 2596.607146 = -247132.607225
  nChanged 233
		SP:Iteration 3F (159467.800000 sec): 3 clusters
  Score: Raw -249996.876129 + Penalty 2596.607146 = -247400.268983
  nChanged 179
		SP:Iteration 4F (159467.960000 sec): 3 clusters
  Score: Raw -250198.848402 + Penalty 2596.607146 = -247602.241256
  nChanged 136
		SP:Iteration 5Q (159468.110000 sec): 3 clusters
  Score: Raw -250327.726433 + Penalty 2596.607146 = -247731.119287
  nChanged 104
		SP:Iteration 6Q (159468.270000 sec): 3 clusters
  Score: Raw -250421.996763 + Penalty 2596.607146 = -247825.389617
  nChanged 76
		SP:Iteration 7Q (159468.430000 sec): 3 clusters
  Score: Raw -250486.020604 + Penalty 2596.607146 = -247889.413458
  nChanged 66
		SP:Iteration 8Q (159468.580000 sec): 3 clusters
  Score: Raw -250534.187556 + Penalty 2596.607146 = -247937.580410
  nChanged 50
		SP:Iteration 9Q (159468.740000 sec): 3 clusters
  Score: Raw -250562.558517 + Penalty 2596.607146 = -247965.951371
  nChanged 40
		SP:Iteration 10Q (159468.890000 sec): 3 clusters
  Score: Raw -250583.802868 + Penalty 2596.607146 = -247987.195722
  nChanged 29
		SP:Iteration 11Q (159469.050000 sec): 3 clusters
  Score: Raw -250598.440387 + Penalty 2596.607146 = -248001.833241
  nChanged 28
		SP:Iteration 12Q (159469.200000 sec): 3 clusters
  Score: Raw -250611.838580 + Penalty 2596.607146 = -248015.231434
  nChanged 19
		SP:Iteration 13Q (159469.360000 sec): 3 clusters
  Score: Raw -250622.015123 + Penalty 2596.607146 = -248025.407977
  nChanged 19
		SP:Iteration 14Q (159469.520000 sec): 3 clusters
  Score: Raw -250631.258325 + Penalty 2596.607146 = -248034.651179
  nChanged 17
		SP:Iteration 15Q (159469.670000 sec): 3 clusters
  Score: Raw -250640.665930 + Penalty 2596.607146 = -248044.058783
  nChanged 14
		SP:Iteration 16Q (159469.820000 sec): 3 clusters
  Score: Raw -250647.994903 + Penalty 2596.607146 = -248051.387757
  nChanged 15
		SP:Iteration 17Q (159469.980000 sec): 3 clusters
  Score: Raw -250653.492021 + Penalty 2596.607146 = -248056.884875
  nChanged 7
		SP:Iteration 18Q (159470.140000 sec): 3 clusters
  Score: Raw -250656.015438 + Penalty 2596.607146 = -248059.408292
  nChanged 6
		SP:Iteration 19Q (159470.290000 sec): 3 clusters
  Score: Raw -250657.907378 + Penalty 2596.607146 = -248061.300232
  nChanged 7
		SP:Iteration 20F (159470.440000 sec): 3 clusters
  Score: Raw -250660.643373 + Penalty 2596.607146 = -248064.036227
  nChanged 3
		SP:Iteration 21Q (159470.600000 sec): 3 clusters
  Score: Raw -250661.243078 + Penalty 2596.607146 = -248064.635932
  nChanged 2
		SP:Iteration 22Q (159470.760000 sec): 3 clusters
  Score: Raw -250661.872274 + Penalty 2596.607146 = -248065.265128
  nChanged 2
		SP:Iteration 23Q (159470.910000 sec): 3 clusters
  Score: Raw -250662.085234 + Penalty 2596.607146 = -248065.478088
  nChanged 0
		SP:Iteration 24F (159471.100000 sec): 3 clusters
  Score: Raw -250662.085234 + Penalty 2596.607146 = -248065.478088
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159471.320000 sec): 2 clusters
  Score: Raw -2597691.354222 + Penalty 1664.422364 = -2596026.931858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159471.680000 sec): 3 clusters
  Score: Raw -2580386.179584 + Penalty 3328.844727 = -2577057.334857
  nChanged 13008
		SP:Iteration 1F (159472.030000 sec): 3 clusters
  Score: Raw -2588273.947994 + Penalty 3328.844727 = -2584945.103267
  nChanged 1862
		SP:Iteration 2F (159472.380000 sec): 3 clusters
  Score: Raw -2589289.199157 + Penalty 3328.844727 = -2585960.354430
  nChanged 1804
		SP:Iteration 3F (159472.730000 sec): 3 clusters
  Score: Raw -2590365.068064 + Penalty 3328.844727 = -2587036.223337
  nChanged 1786
		SP:Iteration 4F (159473.150000 sec): 3 clusters
  Score: Raw -2591476.715418 + Penalty 3328.844727 = -2588147.870691
  nChanged 1603
		SP:Iteration 5F (159473.500000 sec): 3 clusters
  Score: Raw -2592355.919887 + Penalty 3328.844727 = -2589027.075160
  nChanged 1351
		SP:Iteration 6Q (159473.840000 sec): 3 clusters
  Score: Raw -2593017.129107 + Penalty 3328.844727 = -2589688.284380
  nChanged 1153
		SP:Iteration 7Q (159474.220000 sec): 3 clusters
  Score: Raw -2593494.621005 + Penalty 3328.844727 = -2590165.776278
  nChanged 958
		SP:Iteration 8Q (159474.560000 sec): 3 clusters
  Score: Raw -2593880.529026 + Penalty 3328.844727 = -2590551.684299
  nChanged 876
		SP:Iteration 9Q (159474.900000 sec): 3 clusters
  Score: Raw -2594254.700239 + Penalty 3328.844727 = -2590925.855512
  nChanged 906
		SP:Iteration 10Q (159475.280000 sec): 3 clusters
  Score: Raw -2594674.026185 + Penalty 3328.844727 = -2591345.181458
  nChanged 963
		SP:Iteration 11Q (159475.640000 sec): 3 clusters
  Score: Raw -2595135.857262 + Penalty 3328.844727 = -2591807.012535
  nChanged 922
		SP:Iteration 12Q (159476.000000 sec): 3 clusters
  Score: Raw -2595591.131303 + Penalty 3328.844727 = -2592262.286576
  nChanged 901
		SP:Iteration 13Q (159476.440000 sec): 3 clusters
  Score: Raw -2596076.436540 + Penalty 3328.844727 = -2592747.591813
  nChanged 867
		SP:Iteration 14Q (159476.800000 sec): 3 clusters
  Score: Raw -2596572.346048 + Penalty 3328.844727 = -2593243.501321
  nChanged 767
		SP:Iteration 15Q (159477.220000 sec): 3 clusters
  Score: Raw -2597002.797607 + Penalty 3328.844727 = -2593673.952880
  nChanged 583
		SP:Iteration 16Q (159477.530000 sec): 3 clusters
  Score: Raw -2597344.114465 + Penalty 3328.844727 = -2594015.269738
  nChanged 444
		SP:Iteration 17Q (159477.900000 sec): 3 clusters
  Score: Raw -2597590.233727 + Penalty 3328.844727 = -2594261.389000
  nChanged 323
		SP:Iteration 18Q (159478.230000 sec): 3 clusters
  Score: Raw -2597754.069396 + Penalty 3328.844727 = -2594425.224669
  nChanged 226
		SP:Iteration 19Q (159478.550000 sec): 3 clusters
  Score: Raw -2597870.879013 + Penalty 3328.844727 = -2594542.034286
  nChanged 168
		SP:Iteration 20F (159478.900000 sec): 3 clusters
  Score: Raw -2597953.917877 + Penalty 3328.844727 = -2594625.073150
  nChanged 118
		SP:Iteration 21Q (159479.210000 sec): 3 clusters
  Score: Raw -2598007.020908 + Penalty 3328.844727 = -2594678.176181
  nChanged 84
		SP:Iteration 22Q (159479.530000 sec): 3 clusters
  Score: Raw -2598038.865260 + Penalty 3328.844727 = -2594710.020533
  nChanged 62
		SP:Iteration 23Q (159479.830000 sec): 3 clusters
  Score: Raw -2598065.621583 + Penalty 3328.844727 = -2594736.776856
  nChanged 53
		SP:Iteration 24Q (159480.130000 sec): 3 clusters
  Score: Raw -2598086.893636 + Penalty 3328.844727 = -2594758.048909
  nChanged 47
		SP:Iteration 25Q (159480.420000 sec): 3 clusters
  Score: Raw -2598102.628817 + Penalty 3328.844727 = -2594773.784090
  nChanged 33
		SP:Iteration 26Q (159480.750000 sec): 3 clusters
  Score: Raw -2598113.390515 + Penalty 3328.844727 = -2594784.545788
  nChanged 26
		SP:Iteration 27Q (159481.070000 sec): 3 clusters
  Score: Raw -2598123.627921 + Penalty 3328.844727 = -2594794.783194
  nChanged 19
		SP:Iteration 28Q (159481.390000 sec): 3 clusters
  Score: Raw -2598131.821794 + Penalty 3328.844727 = -2594802.977067
  nChanged 20
		SP:Iteration 29Q (159481.680000 sec): 3 clusters
  Score: Raw -2598143.839115 + Penalty 3328.844727 = -2594814.994388
  nChanged 22
		SP:Iteration 30Q (159482.000000 sec): 3 clusters
  Score: Raw -2598152.131197 + Penalty 3328.844727 = -2594823.286470
  nChanged 15
		SP:Iteration 31Q (159482.300000 sec): 3 clusters
  Score: Raw -2598157.933110 + Penalty 3328.844727 = -2594829.088383
  nChanged 12
		SP:Iteration 32Q (159482.600000 sec): 3 clusters
  Score: Raw -2598161.677261 + Penalty 3328.844727 = -2594832.832534
  nChanged 11
		SP:Iteration 33Q (159482.890000 sec): 3 clusters
  Score: Raw -2598165.076767 + Penalty 3328.844727 = -2594836.232040
  nChanged 7
		SP:Iteration 34Q (159483.200000 sec): 3 clusters
  Score: Raw -2598167.917869 + Penalty 3328.844727 = -2594839.073142
  nChanged 6
		SP:Iteration 35Q (159483.500000 sec): 3 clusters
  Score: Raw -2598169.699780 + Penalty 3328.844727 = -2594840.855053
  nChanged 5
		SP:Iteration 36Q (159483.790000 sec): 3 clusters
  Score: Raw -2598172.088585 + Penalty 3328.844727 = -2594843.243858
  nChanged 8
		SP:Iteration 37Q (159484.090000 sec): 3 clusters
  Score: Raw -2598174.953572 + Penalty 3328.844727 = -2594846.108845
  nChanged 6
		SP:Iteration 38Q (159484.390000 sec): 3 clusters
  Score: Raw -2598177.706203 + Penalty 3328.844727 = -2594848.861476
  nChanged 6
		SP:Iteration 39Q (159484.670000 sec): 3 clusters
  Score: Raw -2598180.153785 + Penalty 3328.844727 = -2594851.309058
  nChanged 8
		SP:Iteration 40F (159484.930000 sec): 3 clusters
  Score: Raw -2598181.414396 + Penalty 3328.844727 = -2594852.569669
  nChanged 3
		SP:Iteration 41Q (159485.230000 sec): 3 clusters
  Score: Raw -2598182.787977 + Penalty 3328.844727 = -2594853.943250
  nChanged 1
		SP:Iteration 42Q (159485.530000 sec): 3 clusters
  Score: Raw -2598183.372562 + Penalty 3328.844727 = -2594854.527835
  nChanged 1
		SP:Iteration 43Q (159485.830000 sec): 3 clusters
  Score: Raw -2598183.528269 + Penalty 3328.844727 = -2594854.683542
  nChanged 1
		SP:Iteration 44Q (159486.120000 sec): 3 clusters
  Score: Raw -2598183.997087 + Penalty 3328.844727 = -2594855.152360
  nChanged 1
		SP:Iteration 45Q (159486.420000 sec): 3 clusters
  Score: Raw -2598184.164475 + Penalty 3328.844727 = -2594855.319748
  nChanged 0
		SP:Iteration 46F (159486.720000 sec): 3 clusters
  Score: Raw -2598184.164475 + Penalty 3328.844727 = -2594855.319748
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (3711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159486.800000 sec): 2 clusters
  Score: Raw -271374.030717 + Penalty 1335.596707 = -270038.434010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159486.950000 sec): 3 clusters
  Score: Raw -269571.926445 + Penalty 2671.193415 = -266900.733030
  nChanged 1485
		SP:Iteration 1F (159487.090000 sec): 3 clusters
  Score: Raw -270621.498028 + Penalty 2671.193415 = -267950.304614
  nChanged 325
		SP:Iteration 2F (159487.230000 sec): 3 clusters
  Score: Raw -270867.625089 + Penalty 2671.193415 = -268196.431674
  nChanged 244
		SP:Iteration 3F (159487.380000 sec): 3 clusters
  Score: Raw -271085.193054 + Penalty 2671.193415 = -268413.999639
  nChanged 217
		SP:Iteration 4F (159487.520000 sec): 3 clusters
  Score: Raw -271262.461159 + Penalty 2671.193415 = -268591.267745
  nChanged 183
		SP:Iteration 5Q (159487.670000 sec): 3 clusters
  Score: Raw -271382.843463 + Penalty 2671.193415 = -268711.650049
  nChanged 121
		SP:Iteration 6Q (159487.810000 sec): 3 clusters
  Score: Raw -271469.998288 + Penalty 2671.193415 = -268798.804873
  nChanged 113
		SP:Iteration 7Q (159487.950000 sec): 3 clusters
  Score: Raw -271543.279972 + Penalty 2671.193415 = -268872.086557
  nChanged 87
		SP:Iteration 8Q (159488.170000 sec): 3 clusters
  Score: Raw -271603.999193 + Penalty 2671.193415 = -268932.805778
  nChanged 85
		SP:Iteration 9Q (159488.300000 sec): 3 clusters
  Score: Raw -271653.906262 + Penalty 2671.193415 = -268982.712847
  nChanged 66
		SP:Iteration 10Q (159488.440000 sec): 3 clusters
  Score: Raw -271695.185959 + Penalty 2671.193415 = -269023.992544
  nChanged 65
		SP:Iteration 11Q (159488.580000 sec): 3 clusters
  Score: Raw -271739.078495 + Penalty 2671.193415 = -269067.885080
  nChanged 65
		SP:Iteration 12Q (159488.730000 sec): 3 clusters
  Score: Raw -271783.449662 + Penalty 2671.193415 = -269112.256247
  nChanged 64
		SP:Iteration 13Q (159488.870000 sec): 3 clusters
  Score: Raw -271833.486128 + Penalty 2671.193415 = -269162.292713
  nChanged 61
		SP:Iteration 14Q (159489.060000 sec): 3 clusters
  Score: Raw -271876.169610 + Penalty 2671.193415 = -269204.976195
  nChanged 52
		SP:Iteration 15Q (159489.190000 sec): 3 clusters
  Score: Raw -271909.163281 + Penalty 2671.193415 = -269237.969866
  nChanged 42
		SP:Iteration 16Q (159489.350000 sec): 3 clusters
  Score: Raw -271929.773947 + Penalty 2671.193415 = -269258.580532
  nChanged 26
		SP:Iteration 17Q (159489.510000 sec): 3 clusters
  Score: Raw -271942.171602 + Penalty 2671.193415 = -269270.978187
  nChanged 27
		SP:Iteration 18Q (159489.660000 sec): 3 clusters
  Score: Raw -271951.372693 + Penalty 2671.193415 = -269280.179278
  nChanged 17
		SP:Iteration 19Q (159489.810000 sec): 3 clusters
  Score: Raw -271958.041720 + Penalty 2671.193415 = -269286.848305
  nChanged 23
		SP:Iteration 20F (159489.970000 sec): 3 clusters
  Score: Raw -271966.823261 + Penalty 2671.193415 = -269295.629846
  nChanged 15
		SP:Iteration 21Q (159490.130000 sec): 3 clusters
  Score: Raw -271970.286625 + Penalty 2671.193415 = -269299.093210
  nChanged 11
		SP:Iteration 22Q (159490.290000 sec): 3 clusters
  Score: Raw -271974.183877 + Penalty 2671.193415 = -269302.990463
  nChanged 7
		SP:Iteration 23Q (159490.450000 sec): 3 clusters
  Score: Raw -271975.604609 + Penalty 2671.193415 = -269304.411194
  nChanged 5
		SP:Iteration 24Q (159490.610000 sec): 3 clusters
  Score: Raw -271976.642007 + Penalty 2671.193415 = -269305.448592
  nChanged 2
		SP:Iteration 25Q (159490.770000 sec): 3 clusters
  Score: Raw -271977.582513 + Penalty 2671.193415 = -269306.389098
  nChanged 4
		SP:Iteration 26Q (159490.930000 sec): 3 clusters
  Score: Raw -271979.587544 + Penalty 2671.193415 = -269308.394129
  nChanged 9
		SP:Iteration 27Q (159491.090000 sec): 3 clusters
  Score: Raw -271983.548660 + Penalty 2671.193415 = -269312.355245
  nChanged 14
		SP:Iteration 28Q (159491.250000 sec): 3 clusters
  Score: Raw -271990.185144 + Penalty 2671.193415 = -269318.991729
  nChanged 17
		SP:Iteration 29Q (159491.410000 sec): 3 clusters
  Score: Raw -271996.115680 + Penalty 2671.193415 = -269324.922265
  nChanged 11
		SP:Iteration 30Q (159491.560000 sec): 3 clusters
  Score: Raw -271999.815598 + Penalty 2671.193415 = -269328.622184
  nChanged 9
		SP:Iteration 31Q (159491.700000 sec): 3 clusters
  Score: Raw -272002.989640 + Penalty 2671.193415 = -269331.796225
  nChanged 12
		SP:Iteration 32Q (159491.840000 sec): 3 clusters
  Score: Raw -272007.865110 + Penalty 2671.193415 = -269336.671695
  nChanged 15
		SP:Iteration 33Q (159491.980000 sec): 3 clusters
  Score: Raw -272013.371459 + Penalty 2671.193415 = -269342.178044
  nChanged 5
		SP:Iteration 34Q (159492.130000 sec): 3 clusters
  Score: Raw -272014.376992 + Penalty 2671.193415 = -269343.183577
  nChanged 5
		SP:Iteration 35Q (159492.280000 sec): 3 clusters
  Score: Raw -272016.014665 + Penalty 2671.193415 = -269344.821250
  nChanged 6
		SP:Iteration 36Q (159492.420000 sec): 3 clusters
  Score: Raw -272018.470926 + Penalty 2671.193415 = -269347.277512
  nChanged 4
		SP:Iteration 37Q (159492.570000 sec): 3 clusters
  Score: Raw -272019.354376 + Penalty 2671.193415 = -269348.160961
  nChanged 4
		SP:Iteration 38Q (159492.740000 sec): 3 clusters
  Score: Raw -272020.499072 + Penalty 2671.193415 = -269349.305657
  nChanged 3
		SP:Iteration 39Q (159492.890000 sec): 3 clusters
  Score: Raw -272021.440884 + Penalty 2671.193415 = -269350.247469
  nChanged 3
		SP:Iteration 40F (159493.030000 sec): 3 clusters
  Score: Raw -272022.016943 + Penalty 2671.193415 = -269350.823528
  nChanged 3
		SP:Iteration 41Q (159493.180000 sec): 3 clusters
  Score: Raw -272023.260681 + Penalty 2671.193415 = -269352.067266
  nChanged 2
		SP:Iteration 42Q (159493.320000 sec): 3 clusters
  Score: Raw -272023.474598 + Penalty 2671.193415 = -269352.281184
  nChanged 4
		SP:Iteration 43Q (159493.460000 sec): 3 clusters
  Score: Raw -272024.280739 + Penalty 2671.193415 = -269353.087324
  nChanged 1
		SP:Iteration 44Q (159493.600000 sec): 3 clusters
  Score: Raw -272024.677992 + Penalty 2671.193415 = -269353.484578
  nChanged 1
		SP:Iteration 45Q (159493.750000 sec): 3 clusters
  Score: Raw -272024.894241 + Penalty 2671.193415 = -269353.700826
  nChanged 0
		SP:Iteration 46F (159493.890000 sec): 3 clusters
  Score: Raw -272024.894241 + Penalty 2671.193415 = -269353.700826
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 75 (4850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159493.970000 sec): 2 clusters
  Score: Raw -338693.060068 + Penalty 1379.094272 = -337313.965795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159494.120000 sec): 3 clusters
  Score: Raw -336241.574417 + Penalty 2758.188545 = -333483.385872
  nChanged 1970
		SP:Iteration 1F (159494.270000 sec): 3 clusters
  Score: Raw -337669.317910 + Penalty 2758.188545 = -334911.129365
  nChanged 558
		SP:Iteration 2F (159494.410000 sec): 3 clusters
  Score: Raw -338216.447358 + Penalty 2758.188545 = -335458.258813
  nChanged 390
		SP:Iteration 3F (159494.560000 sec): 3 clusters
  Score: Raw -338530.861804 + Penalty 2758.188545 = -335772.673259
  nChanged 277
		SP:Iteration 4F (159494.700000 sec): 3 clusters
  Score: Raw -338711.264903 + Penalty 2758.188545 = -335953.076358
  nChanged 170
		SP:Iteration 5Q (159494.840000 sec): 3 clusters
  Score: Raw -338807.406653 + Penalty 2758.188545 = -336049.218109
  nChanged 133
		SP:Iteration 6Q (159494.980000 sec): 3 clusters
  Score: Raw -338875.140594 + Penalty 2758.188545 = -336116.952049
  nChanged 98
		SP:Iteration 7Q (159495.120000 sec): 3 clusters
  Score: Raw -338923.274402 + Penalty 2758.188545 = -336165.085858
  nChanged 87
		SP:Iteration 8Q (159495.270000 sec): 3 clusters
  Score: Raw -338958.935966 + Penalty 2758.188545 = -336200.747422
  nChanged 78
		SP:Iteration 9Q (159495.410000 sec): 3 clusters
  Score: Raw -338994.702688 + Penalty 2758.188545 = -336236.514144
  nChanged 53
		SP:Iteration 10Q (159495.560000 sec): 3 clusters
  Score: Raw -339012.542496 + Penalty 2758.188545 = -336254.353951
  nChanged 49
		SP:Iteration 11Q (159495.700000 sec): 3 clusters
  Score: Raw -339029.428046 + Penalty 2758.188545 = -336271.239501
  nChanged 35
		SP:Iteration 12Q (159495.840000 sec): 3 clusters
  Score: Raw -339039.509240 + Penalty 2758.188545 = -336281.320695
  nChanged 29
		SP:Iteration 13Q (159495.980000 sec): 3 clusters
  Score: Raw -339046.245642 + Penalty 2758.188545 = -336288.057097
  nChanged 26
		SP:Iteration 14Q (159496.130000 sec): 3 clusters
  Score: Raw -339053.732676 + Penalty 2758.188545 = -336295.544131
  nChanged 19
		SP:Iteration 15Q (159496.270000 sec): 3 clusters
  Score: Raw -339059.367153 + Penalty 2758.188545 = -336301.178608
  nChanged 12
		SP:Iteration 16Q (159496.410000 sec): 3 clusters
  Score: Raw -339063.573411 + Penalty 2758.188545 = -336305.384866
  nChanged 13
		SP:Iteration 17Q (159496.560000 sec): 3 clusters
  Score: Raw -339067.469124 + Penalty 2758.188545 = -336309.280579
  nChanged 18
		SP:Iteration 18Q (159496.710000 sec): 3 clusters
  Score: Raw -339072.491284 + Penalty 2758.188545 = -336314.302739
  nChanged 16
		SP:Iteration 19Q (159496.850000 sec): 3 clusters
  Score: Raw -339075.903185 + Penalty 2758.188545 = -336317.714640
  nChanged 13
		SP:Iteration 20F (159496.990000 sec): 3 clusters
  Score: Raw -339078.902965 + Penalty 2758.188545 = -336320.714421
  nChanged 9
		SP:Iteration 21Q (159497.130000 sec): 3 clusters
  Score: Raw -339080.957414 + Penalty 2758.188545 = -336322.768869
  nChanged 11
		SP:Iteration 22Q (159497.280000 sec): 3 clusters
  Score: Raw -339083.249814 + Penalty 2758.188545 = -336325.061269
  nChanged 7
		SP:Iteration 23Q (159497.420000 sec): 3 clusters
  Score: Raw -339084.631788 + Penalty 2758.188545 = -336326.443243
  nChanged 7
		SP:Iteration 24Q (159497.560000 sec): 3 clusters
  Score: Raw -339085.929445 + Penalty 2758.188545 = -336327.740900
  nChanged 7
		SP:Iteration 25Q (159497.700000 sec): 3 clusters
  Score: Raw -339088.002086 + Penalty 2758.188545 = -336329.813541
  nChanged 6
		SP:Iteration 26Q (159497.850000 sec): 3 clusters
  Score: Raw -339089.290132 + Penalty 2758.188545 = -336331.101587
  nChanged 6
		SP:Iteration 27Q (159498.000000 sec): 3 clusters
  Score: Raw -339090.489046 + Penalty 2758.188545 = -336332.300501
  nChanged 6
		SP:Iteration 28Q (159498.200000 sec): 3 clusters
  Score: Raw -339091.913309 + Penalty 2758.188545 = -336333.724764
  nChanged 6
		SP:Iteration 29Q (159498.310000 sec): 3 clusters
  Score: Raw -339093.767878 + Penalty 2758.188545 = -336335.579334
  nChanged 12
		SP:Iteration 30Q (159498.460000 sec): 3 clusters
  Score: Raw -339096.276840 + Penalty 2758.188545 = -336338.088295
  nChanged 6
		SP:Iteration 31Q (159498.600000 sec): 3 clusters
  Score: Raw -339097.241820 + Penalty 2758.188545 = -336339.053275
  nChanged 2
		SP:Iteration 32Q (159498.740000 sec): 3 clusters
  Score: Raw -339097.475282 + Penalty 2758.188545 = -336339.286737
  nChanged 4
		SP:Iteration 33Q (159498.890000 sec): 3 clusters
  Score: Raw -339098.210923 + Penalty 2758.188545 = -336340.022379
  nChanged 4
		SP:Iteration 34Q (159499.030000 sec): 3 clusters
  Score: Raw -339099.433797 + Penalty 2758.188545 = -336341.245252
  nChanged 7
		SP:Iteration 35Q (159499.170000 sec): 3 clusters
  Score: Raw -339100.830266 + Penalty 2758.188545 = -336342.641722
  nChanged 11
		SP:Iteration 36Q (159499.320000 sec): 3 clusters
  Score: Raw -339103.434933 + Penalty 2758.188545 = -336345.246389
  nChanged 9
		SP:Iteration 37Q (159499.460000 sec): 3 clusters
  Score: Raw -339105.600556 + Penalty 2758.188545 = -336347.412011
  nChanged 9
		SP:Iteration 38Q (159499.600000 sec): 3 clusters
  Score: Raw -339107.798113 + Penalty 2758.188545 = -336349.609569
  nChanged 9
		SP:Iteration 39Q (159499.740000 sec): 3 clusters
  Score: Raw -339109.225645 + Penalty 2758.188545 = -336351.037100
  nChanged 6
		SP:Iteration 40F (159499.890000 sec): 3 clusters
  Score: Raw -339110.707089 + Penalty 2758.188545 = -336352.518544
  nChanged 8
		SP:Iteration 41Q (159500.030000 sec): 3 clusters
  Score: Raw -339112.596376 + Penalty 2758.188545 = -336354.407832
  nChanged 8
		SP:Iteration 42Q (159500.180000 sec): 3 clusters
  Score: Raw -339114.907027 + Penalty 2758.188545 = -336356.718482
  nChanged 14
		SP:Iteration 43Q (159500.350000 sec): 3 clusters
  Score: Raw -339118.564183 + Penalty 2758.188545 = -336360.375638
  nChanged 19
		SP:Iteration 44Q (159500.480000 sec): 3 clusters
  Score: Raw -339123.281237 + Penalty 2758.188545 = -336365.092692
  nChanged 12
		SP:Iteration 45Q (159500.680000 sec): 3 clusters
  Score: Raw -339126.277136 + Penalty 2758.188545 = -336368.088591
  nChanged 11
		SP:Iteration 46Q (159500.850000 sec): 3 clusters
  Score: Raw -339129.295947 + Penalty 2758.188545 = -336371.107402
  nChanged 13
		SP:Iteration 47Q (159501.020000 sec): 3 clusters
  Score: Raw -339131.965656 + Penalty 2758.188545 = -336373.777111
  nChanged 6
		SP:Iteration 48Q (159501.180000 sec): 3 clusters
  Score: Raw -339132.875079 + Penalty 2758.188545 = -336374.686534
  nChanged 5
		SP:Iteration 49Q (159501.340000 sec): 3 clusters
  Score: Raw -339133.407770 + Penalty 2758.188545 = -336375.219225
  nChanged 4
		SP:Iteration 50Q (159501.500000 sec): 3 clusters
  Score: Raw -339134.285720 + Penalty 2758.188545 = -336376.097175
  nChanged 1
		SP:Iteration 51Q (159501.660000 sec): 3 clusters
  Score: Raw -339134.495068 + Penalty 2758.188545 = -336376.306523
  nChanged 4
		SP:Iteration 52Q (159501.820000 sec): 3 clusters
  Score: Raw -339135.354530 + Penalty 2758.188545 = -336377.165985
  nChanged 8
		SP:Iteration 53Q (159501.980000 sec): 3 clusters
  Score: Raw -339136.743199 + Penalty 2758.188545 = -336378.554654
  nChanged 6
		SP:Iteration 54Q (159502.140000 sec): 3 clusters
  Score: Raw -339137.762060 + Penalty 2758.188545 = -336379.573515
  nChanged 8
		SP:Iteration 55Q (159502.300000 sec): 3 clusters
  Score: Raw -339139.654224 + Penalty 2758.188545 = -336381.465679
  nChanged 8
		SP:Iteration 56Q (159502.460000 sec): 3 clusters
  Score: Raw -339141.552865 + Penalty 2758.188545 = -336383.364320
  nChanged 8
		SP:Iteration 57Q (159502.620000 sec): 3 clusters
  Score: Raw -339143.687731 + Penalty 2758.188545 = -336385.499186
  nChanged 10
		SP:Iteration 58Q (159502.780000 sec): 3 clusters
  Score: Raw -339145.792234 + Penalty 2758.188545 = -336387.603690
  nChanged 11
		SP:Iteration 59Q (159502.940000 sec): 3 clusters
  Score: Raw -339148.578253 + Penalty 2758.188545 = -336390.389708
  nChanged 15
		SP:Iteration 60F (159503.130000 sec): 3 clusters
  Score: Raw -339153.062872 + Penalty 2758.188545 = -336394.874327
  nChanged 15
		SP:Iteration 61Q (159503.280000 sec): 3 clusters
  Score: Raw -339156.770496 + Penalty 2758.188545 = -336398.581952
  nChanged 15
		SP:Iteration 62Q (159503.440000 sec): 3 clusters
  Score: Raw -339160.385964 + Penalty 2758.188545 = -336402.197419
  nChanged 12
		SP:Iteration 63Q (159503.600000 sec): 3 clusters
  Score: Raw -339162.792370 + Penalty 2758.188545 = -336404.603825
  nChanged 10
		SP:Iteration 64Q (159503.750000 sec): 3 clusters
  Score: Raw -339164.213052 + Penalty 2758.188545 = -336406.024507
  nChanged 8
		SP:Iteration 65Q (159503.910000 sec): 3 clusters
  Score: Raw -339165.418825 + Penalty 2758.188545 = -336407.230280
  nChanged 6
		SP:Iteration 66Q (159504.060000 sec): 3 clusters
  Score: Raw -339169.014327 + Penalty 2758.188545 = -336410.825782
  nChanged 15
		SP:Iteration 67Q (159504.220000 sec): 3 clusters
  Score: Raw -339174.026130 + Penalty 2758.188545 = -336415.837585
  nChanged 15
		SP:Iteration 68Q (159504.380000 sec): 3 clusters
  Score: Raw -339177.307623 + Penalty 2758.188545 = -336419.119078
  nChanged 11
		SP:Iteration 69Q (159504.530000 sec): 3 clusters
  Score: Raw -339181.758219 + Penalty 2758.188545 = -336423.569674
  nChanged 12
		SP:Iteration 70Q (159504.690000 sec): 3 clusters
  Score: Raw -339184.641972 + Penalty 2758.188545 = -336426.453427
  nChanged 7
		SP:Iteration 71Q (159504.840000 sec): 3 clusters
  Score: Raw -339187.429516 + Penalty 2758.188545 = -336429.240972
  nChanged 17
		SP:Iteration 72Q (159505.000000 sec): 3 clusters
  Score: Raw -339194.234490 + Penalty 2758.188545 = -336436.045945
  nChanged 22
		SP:Iteration 73Q (159505.180000 sec): 3 clusters
  Score: Raw -339200.615197 + Penalty 2758.188545 = -336442.426652
  nChanged 26
		SP:Iteration 74Q (159505.300000 sec): 3 clusters
  Score: Raw -339206.784725 + Penalty 2758.188545 = -336448.596180
  nChanged 18
		SP:Iteration 75Q (159505.480000 sec): 3 clusters
  Score: Raw -339210.804814 + Penalty 2758.188545 = -336452.616269
  nChanged 14
		SP:Iteration 76Q (159505.600000 sec): 3 clusters
  Score: Raw -339213.076868 + Penalty 2758.188545 = -336454.888323
  nChanged 11
		SP:Iteration 77Q (159505.740000 sec): 3 clusters
  Score: Raw -339215.324071 + Penalty 2758.188545 = -336457.135526
  nChanged 6
		SP:Iteration 78Q (159505.890000 sec): 3 clusters
  Score: Raw -339217.219027 + Penalty 2758.188545 = -336459.030482
  nChanged 10
		SP:Iteration 79Q (159506.030000 sec): 3 clusters
  Score: Raw -339221.408426 + Penalty 2758.188545 = -336463.219881
  nChanged 13
		SP:Iteration 80F (159506.170000 sec): 3 clusters
  Score: Raw -339225.334431 + Penalty 2758.188545 = -336467.145886
  nChanged 15
		SP:Iteration 81Q (159506.340000 sec): 3 clusters
  Score: Raw -339230.237013 + Penalty 2758.188545 = -336472.048468
  nChanged 17
		SP:Iteration 82Q (159506.500000 sec): 3 clusters
  Score: Raw -339232.902102 + Penalty 2758.188545 = -336474.713558
  nChanged 6
		SP:Iteration 83Q (159506.660000 sec): 3 clusters
  Score: Raw -339233.989530 + Penalty 2758.188545 = -336475.800985
  nChanged 5
		SP:Iteration 84Q (159506.820000 sec): 3 clusters
  Score: Raw -339235.028203 + Penalty 2758.188545 = -336476.839658
  nChanged 5
		SP:Iteration 85Q (159506.960000 sec): 3 clusters
  Score: Raw -339235.759491 + Penalty 2758.188545 = -336477.570946
  nChanged 3
		SP:Iteration 86Q (159507.110000 sec): 3 clusters
  Score: Raw -339236.033873 + Penalty 2758.188545 = -336477.845328
  nChanged 1
		SP:Iteration 87Q (159507.270000 sec): 3 clusters
  Score: Raw -339236.158939 + Penalty 2758.188545 = -336477.970394
  nChanged 1
		SP:Iteration 88Q (159507.420000 sec): 3 clusters
  Score: Raw -339236.457607 + Penalty 2758.188545 = -336478.269063
  nChanged 2
		SP:Iteration 89Q (159507.580000 sec): 3 clusters
  Score: Raw -339237.041277 + Penalty 2758.188545 = -336478.852732
  nChanged 3
		SP:Iteration 90Q (159507.740000 sec): 3 clusters
  Score: Raw -339238.826824 + Penalty 2758.188545 = -336480.638280
  nChanged 6
		SP:Iteration 91Q (159507.890000 sec): 3 clusters
  Score: Raw -339240.029598 + Penalty 2758.188545 = -336481.841053
  nChanged 6
		SP:Iteration 92Q (159508.050000 sec): 3 clusters
  Score: Raw -339241.168701 + Penalty 2758.188545 = -336482.980156
  nChanged 2
		SP:Iteration 93Q (159508.200000 sec): 3 clusters
  Score: Raw -339241.781662 + Penalty 2758.188545 = -336483.593117
  nChanged 2
		SP:Iteration 94Q (159508.360000 sec): 3 clusters
  Score: Raw -339241.967869 + Penalty 2758.188545 = -336483.779324
  nChanged 1
		SP:Iteration 95Q (159508.560000 sec): 3 clusters
  Score: Raw -339242.072065 + Penalty 2758.188545 = -336483.883520
  nChanged 0
		SP:Iteration 96F (159508.690000 sec): 3 clusters
  Score: Raw -339242.072065 + Penalty 2758.188545 = -336483.883520
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 76 (4151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159508.790000 sec): 2 clusters
  Score: Raw -424060.517202 + Penalty 1353.804489 = -422706.712713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159508.950000 sec): 3 clusters
  Score: Raw -421941.850333 + Penalty 2707.608978 = -419234.241355
  nChanged 1681
		SP:Iteration 1F (159509.110000 sec): 3 clusters
  Score: Raw -422950.689115 + Penalty 2707.608978 = -420243.080137
  nChanged 360
		SP:Iteration 2F (159509.270000 sec): 3 clusters
  Score: Raw -423195.012933 + Penalty 2707.608978 = -420487.403955
  nChanged 247
		SP:Iteration 3F (159509.430000 sec): 3 clusters
  Score: Raw -423339.925561 + Penalty 2707.608978 = -420632.316583
  nChanged 184
		SP:Iteration 4Q (159509.590000 sec): 3 clusters
  Score: Raw -423447.103272 + Penalty 2707.608978 = -420739.494294
  nChanged 166
		SP:Iteration 5Q (159509.750000 sec): 3 clusters
  Score: Raw -423551.651119 + Penalty 2707.608978 = -420844.042140
  nChanged 150
		SP:Iteration 6Q (159509.910000 sec): 3 clusters
  Score: Raw -423651.992984 + Penalty 2707.608978 = -420944.384006
  nChanged 141
		SP:Iteration 7Q (159510.070000 sec): 3 clusters
  Score: Raw -423726.389475 + Penalty 2707.608978 = -421018.780497
  nChanged 117
		SP:Iteration 8Q (159510.230000 sec): 3 clusters
  Score: Raw -423779.734586 + Penalty 2707.608978 = -421072.125608
  nChanged 83
		SP:Iteration 9Q (159510.400000 sec): 3 clusters
  Score: Raw -423812.855706 + Penalty 2707.608978 = -421105.246728
  nChanged 58
		SP:Iteration 10Q (159510.580000 sec): 3 clusters
  Score: Raw -423831.709701 + Penalty 2707.608978 = -421124.100723
  nChanged 43
		SP:Iteration 11Q (159510.710000 sec): 3 clusters
  Score: Raw -423846.474653 + Penalty 2707.608978 = -421138.865675
  nChanged 36
		SP:Iteration 12Q (159510.860000 sec): 3 clusters
  Score: Raw -423856.426437 + Penalty 2707.608978 = -421148.817459
  nChanged 28
		SP:Iteration 13Q (159511.000000 sec): 3 clusters
  Score: Raw -423864.761496 + Penalty 2707.608978 = -421157.152518
  nChanged 24
		SP:Iteration 14Q (159511.140000 sec): 3 clusters
  Score: Raw -423871.921744 + Penalty 2707.608978 = -421164.312766
  nChanged 16
		SP:Iteration 15Q (159511.290000 sec): 3 clusters
  Score: Raw -423875.784581 + Penalty 2707.608978 = -421168.175603
  nChanged 15
		SP:Iteration 16Q (159511.430000 sec): 3 clusters
  Score: Raw -423878.985628 + Penalty 2707.608978 = -421171.376650
  nChanged 9
		SP:Iteration 17Q (159511.580000 sec): 3 clusters
  Score: Raw -423880.755296 + Penalty 2707.608978 = -421173.146318
  nChanged 6
		SP:Iteration 18Q (159511.720000 sec): 3 clusters
  Score: Raw -423881.864761 + Penalty 2707.608978 = -421174.255783
  nChanged 5
		SP:Iteration 19Q (159511.860000 sec): 3 clusters
  Score: Raw -423882.734899 + Penalty 2707.608978 = -421175.125921
  nChanged 3
		SP:Iteration 20F (159512.000000 sec): 3 clusters
  Score: Raw -423883.981346 + Penalty 2707.608978 = -421176.372368
  nChanged 9
		SP:Iteration 21Q (159512.150000 sec): 3 clusters
  Score: Raw -423886.416518 + Penalty 2707.608978 = -421178.807540
  nChanged 11
		SP:Iteration 22Q (159512.330000 sec): 3 clusters
  Score: Raw -423889.343657 + Penalty 2707.608978 = -421181.734679
  nChanged 13
		SP:Iteration 23Q (159512.460000 sec): 3 clusters
  Score: Raw -423893.206759 + Penalty 2707.608978 = -421185.597781
  nChanged 14
		SP:Iteration 24Q (159512.610000 sec): 3 clusters
  Score: Raw -423896.451852 + Penalty 2707.608978 = -421188.842873
  nChanged 13
		SP:Iteration 25Q (159512.750000 sec): 3 clusters
  Score: Raw -423899.599926 + Penalty 2707.608978 = -421191.990948
  nChanged 10
		SP:Iteration 26Q (159512.900000 sec): 3 clusters
  Score: Raw -423901.114440 + Penalty 2707.608978 = -421193.505462
  nChanged 6
		SP:Iteration 27Q (159513.040000 sec): 3 clusters
  Score: Raw -423902.255271 + Penalty 2707.608978 = -421194.646293
  nChanged 4
		SP:Iteration 28Q (159513.180000 sec): 3 clusters
  Score: Raw -423902.947826 + Penalty 2707.608978 = -421195.338848
  nChanged 1
		SP:Iteration 29Q (159513.330000 sec): 3 clusters
  Score: Raw -423903.132213 + Penalty 2707.608978 = -421195.523235
  nChanged 0
		SP:Iteration 30F (159513.470000 sec): 3 clusters
  Score: Raw -423903.132213 + Penalty 2707.608978 = -421195.523235
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 77 (3548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159513.580000 sec): 2 clusters
  Score: Raw -289225.108437 + Penalty 1328.297643 = -287896.810794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159513.730000 sec): 3 clusters
  Score: Raw -287451.273497 + Penalty 2656.595287 = -284794.678210
  nChanged 1374
		SP:Iteration 1F (159513.870000 sec): 3 clusters
  Score: Raw -288274.333471 + Penalty 2656.595287 = -285617.738184
  nChanged 315
		SP:Iteration 2F (159514.010000 sec): 3 clusters
  Score: Raw -288534.683779 + Penalty 2656.595287 = -285878.088492
  nChanged 256
		SP:Iteration 3F (159514.160000 sec): 3 clusters
  Score: Raw -288731.745863 + Penalty 2656.595287 = -286075.150577
  nChanged 186
		SP:Iteration 4F (159514.300000 sec): 3 clusters
  Score: Raw -288866.250325 + Penalty 2656.595287 = -286209.655039
  nChanged 156
		SP:Iteration 5Q (159514.450000 sec): 3 clusters
  Score: Raw -288998.594327 + Penalty 2656.595287 = -286341.999041
  nChanged 169
		SP:Iteration 6Q (159514.590000 sec): 3 clusters
  Score: Raw -289138.436436 + Penalty 2656.595287 = -286481.841149
  nChanged 149
		SP:Iteration 7Q (159514.730000 sec): 3 clusters
  Score: Raw -289259.598361 + Penalty 2656.595287 = -286603.003074
  nChanged 133
		SP:Iteration 8Q (159514.870000 sec): 3 clusters
  Score: Raw -289368.007750 + Penalty 2656.595287 = -286711.412464
  nChanged 117
		SP:Iteration 9Q (159515.020000 sec): 3 clusters
  Score: Raw -289468.796504 + Penalty 2656.595287 = -286812.201218
  nChanged 113
		SP:Iteration 10Q (159515.160000 sec): 3 clusters
  Score: Raw -289563.276910 + Penalty 2656.595287 = -286906.681623
  nChanged 95
		SP:Iteration 11Q (159515.310000 sec): 3 clusters
  Score: Raw -289644.986960 + Penalty 2656.595287 = -286988.391673
  nChanged 91
		SP:Iteration 12Q (159515.450000 sec): 3 clusters
  Score: Raw -289719.509953 + Penalty 2656.595287 = -287062.914667
  nChanged 79
		SP:Iteration 13Q (159515.590000 sec): 3 clusters
  Score: Raw -289771.376221 + Penalty 2656.595287 = -287114.780934
  nChanged 62
		SP:Iteration 14Q (159515.740000 sec): 3 clusters
  Score: Raw -289809.550612 + Penalty 2656.595287 = -287152.955325
  nChanged 57
		SP:Iteration 15Q (159515.880000 sec): 3 clusters
  Score: Raw -289848.370398 + Penalty 2656.595287 = -287191.775112
  nChanged 51
		SP:Iteration 16Q (159516.030000 sec): 3 clusters
  Score: Raw -289881.153957 + Penalty 2656.595287 = -287224.558670
  nChanged 42
		SP:Iteration 17Q (159516.170000 sec): 3 clusters
  Score: Raw -289903.710218 + Penalty 2656.595287 = -287247.114931
  nChanged 37
		SP:Iteration 18Q (159516.310000 sec): 3 clusters
  Score: Raw -289922.516819 + Penalty 2656.595287 = -287265.921533
  nChanged 26
		SP:Iteration 19Q (159516.460000 sec): 3 clusters
  Score: Raw -289937.466473 + Penalty 2656.595287 = -287280.871187
  nChanged 23
		SP:Iteration 20F (159516.600000 sec): 3 clusters
  Score: Raw -289947.060846 + Penalty 2656.595287 = -287290.465559
  nChanged 16
		SP:Iteration 21Q (159516.750000 sec): 3 clusters
  Score: Raw -289954.109062 + Penalty 2656.595287 = -287297.513776
  nChanged 18
		SP:Iteration 22Q (159516.890000 sec): 3 clusters
  Score: Raw -289962.911382 + Penalty 2656.595287 = -287306.316096
  nChanged 15
		SP:Iteration 23Q (159517.030000 sec): 3 clusters
  Score: Raw -289970.109271 + Penalty 2656.595287 = -287313.513984
  nChanged 14
		SP:Iteration 24Q (159517.180000 sec): 3 clusters
  Score: Raw -289974.788856 + Penalty 2656.595287 = -287318.193570
  nChanged 10
		SP:Iteration 25Q (159517.320000 sec): 3 clusters
  Score: Raw -289979.593971 + Penalty 2656.595287 = -287322.998684
  nChanged 14
		SP:Iteration 26Q (159517.470000 sec): 3 clusters
  Score: Raw -289984.931567 + Penalty 2656.595287 = -287328.336280
  nChanged 12
		SP:Iteration 27Q (159517.610000 sec): 3 clusters
  Score: Raw -289989.333194 + Penalty 2656.595287 = -287332.737908
  nChanged 7
		SP:Iteration 28Q (159517.750000 sec): 3 clusters
  Score: Raw -289992.320831 + Penalty 2656.595287 = -287335.725545
  nChanged 11
		SP:Iteration 29Q (159517.900000 sec): 3 clusters
  Score: Raw -289996.526576 + Penalty 2656.595287 = -287339.931290
  nChanged 6
		SP:Iteration 30Q (159518.040000 sec): 3 clusters
  Score: Raw -289999.060577 + Penalty 2656.595287 = -287342.465291
  nChanged 7
		SP:Iteration 31Q (159518.190000 sec): 3 clusters
  Score: Raw -290001.891634 + Penalty 2656.595287 = -287345.296347
  nChanged 7
		SP:Iteration 32Q (159518.330000 sec): 3 clusters
  Score: Raw -290005.674776 + Penalty 2656.595287 = -287349.079489
  nChanged 8
		SP:Iteration 33Q (159518.470000 sec): 3 clusters
  Score: Raw -290008.835087 + Penalty 2656.595287 = -287352.239801
  nChanged 4
		SP:Iteration 34Q (159518.620000 sec): 3 clusters
  Score: Raw -290010.672507 + Penalty 2656.595287 = -287354.077220
  nChanged 7
		SP:Iteration 35Q (159518.760000 sec): 3 clusters
  Score: Raw -290013.524598 + Penalty 2656.595287 = -287356.929311
  nChanged 3
		SP:Iteration 36Q (159518.910000 sec): 3 clusters
  Score: Raw -290015.111162 + Penalty 2656.595287 = -287358.515875
  nChanged 8
		SP:Iteration 37Q (159519.050000 sec): 3 clusters
  Score: Raw -290018.641845 + Penalty 2656.595287 = -287362.046558
  nChanged 6
		SP:Iteration 38Q (159519.190000 sec): 3 clusters
  Score: Raw -290020.851545 + Penalty 2656.595287 = -287364.256259
  nChanged 5
		SP:Iteration 39Q (159519.340000 sec): 3 clusters
  Score: Raw -290022.709222 + Penalty 2656.595287 = -287366.113935
  nChanged 8
		SP:Iteration 40F (159519.480000 sec): 3 clusters
  Score: Raw -290028.028619 + Penalty 2656.595287 = -287371.433332
  nChanged 17
		SP:Iteration 41Q (159519.630000 sec): 3 clusters
  Score: Raw -290038.836267 + Penalty 2656.595287 = -287382.240980
  nChanged 18
		SP:Iteration 42Q (159519.770000 sec): 3 clusters
  Score: Raw -290053.919698 + Penalty 2656.595287 = -287397.324411
  nChanged 22
		SP:Iteration 43Q (159519.910000 sec): 3 clusters
  Score: Raw -290078.370684 + Penalty 2656.595287 = -287421.775398
  nChanged 25
		SP:Iteration 44Q (159520.050000 sec): 3 clusters
  Score: Raw -290111.113396 + Penalty 2656.595287 = -287454.518109
  nChanged 22
		SP:Iteration 45Q (159520.200000 sec): 3 clusters
  Score: Raw -290140.016374 + Penalty 2656.595287 = -287483.421088
  nChanged 30
		SP:Iteration 46Q (159520.340000 sec): 3 clusters
  Score: Raw -290162.974732 + Penalty 2656.595287 = -287506.379445
  nChanged 17
		SP:Iteration 47Q (159520.490000 sec): 3 clusters
  Score: Raw -290174.153023 + Penalty 2656.595287 = -287517.557736
  nChanged 10
		SP:Iteration 48Q (159520.630000 sec): 3 clusters
  Score: Raw -290178.295726 + Penalty 2656.595287 = -287521.700440
  nChanged 7
		SP:Iteration 49Q (159520.770000 sec): 3 clusters
  Score: Raw -290182.068110 + Penalty 2656.595287 = -287525.472823
  nChanged 6
		SP:Iteration 50Q (159520.920000 sec): 3 clusters
  Score: Raw -290184.277127 + Penalty 2656.595287 = -287527.681840
  nChanged 4
		SP:Iteration 51Q (159521.060000 sec): 3 clusters
  Score: Raw -290186.851421 + Penalty 2656.595287 = -287530.256135
  nChanged 5
		SP:Iteration 52Q (159521.210000 sec): 3 clusters
  Score: Raw -290189.036025 + Penalty 2656.595287 = -287532.440738
  nChanged 1
		SP:Iteration 53Q (159521.350000 sec): 3 clusters
  Score: Raw -290189.416580 + Penalty 2656.595287 = -287532.821294
  nChanged 3
		SP:Iteration 54Q (159521.510000 sec): 3 clusters
  Score: Raw -290190.677684 + Penalty 2656.595287 = -287534.082398
  nChanged 1
		SP:Iteration 55Q (159521.710000 sec): 3 clusters
  Score: Raw -290191.288527 + Penalty 2656.595287 = -287534.693240
  nChanged 2
		SP:Iteration 56Q (159521.840000 sec): 3 clusters
  Score: Raw -290191.964951 + Penalty 2656.595287 = -287535.369664
  nChanged 1
		SP:Iteration 57Q (159521.980000 sec): 3 clusters
  Score: Raw -290192.292195 + Penalty 2656.595287 = -287535.696908
  nChanged 2
		SP:Iteration 58Q (159522.130000 sec): 3 clusters
  Score: Raw -290192.966389 + Penalty 2656.595287 = -287536.371102
  nChanged 0
		SP:Iteration 59F (159522.280000 sec): 3 clusters
  Score: Raw -290192.966389 + Penalty 2656.595287 = -287536.371102
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 78 (16196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159522.440000 sec): 2 clusters
  Score: Raw -1403291.982138 + Penalty 1575.034431 = -1401716.947707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159522.690000 sec): 3 clusters
  Score: Raw -1393669.957470 + Penalty 3150.068863 = -1390519.888607
  nChanged 7265
		SP:Iteration 1F (159522.920000 sec): 3 clusters
  Score: Raw -1397986.485155 + Penalty 3150.068863 = -1394836.416293
  nChanged 1152
		SP:Iteration 2F (159523.150000 sec): 3 clusters
  Score: Raw -1398766.893151 + Penalty 3150.068863 = -1395616.824288
  nChanged 1118
		SP:Iteration 3F (159523.370000 sec): 3 clusters
  Score: Raw -1399523.336985 + Penalty 3150.068863 = -1396373.268123
  nChanged 1011
		SP:Iteration 4F (159523.600000 sec): 3 clusters
  Score: Raw -1400112.581570 + Penalty 3150.068863 = -1396962.512708
  nChanged 862
		SP:Iteration 5F (159523.890000 sec): 3 clusters
  Score: Raw -1400567.894113 + Penalty 3150.068863 = -1397417.825251
  nChanged 723
		SP:Iteration 6Q (159524.130000 sec): 3 clusters
  Score: Raw -1400917.059832 + Penalty 3150.068863 = -1397766.990970
  nChanged 613
		SP:Iteration 7Q (159524.370000 sec): 3 clusters
  Score: Raw -1401197.520970 + Penalty 3150.068863 = -1398047.452108
  nChanged 548
		SP:Iteration 8Q (159524.610000 sec): 3 clusters
  Score: Raw -1401450.656496 + Penalty 3150.068863 = -1398300.587633
  nChanged 471
		SP:Iteration 9Q (159524.850000 sec): 3 clusters
  Score: Raw -1401670.519098 + Penalty 3150.068863 = -1398520.450236
  nChanged 442
		SP:Iteration 10Q (159525.070000 sec): 3 clusters
  Score: Raw -1401864.824905 + Penalty 3150.068863 = -1398714.756043
  nChanged 380
		SP:Iteration 11Q (159525.320000 sec): 3 clusters
  Score: Raw -1402025.350669 + Penalty 3150.068863 = -1398875.281807
  nChanged 358
		SP:Iteration 12Q (159525.560000 sec): 3 clusters
  Score: Raw -1402174.546789 + Penalty 3150.068863 = -1399024.477926
  nChanged 354
		SP:Iteration 13Q (159525.800000 sec): 3 clusters
  Score: Raw -1402324.571359 + Penalty 3150.068863 = -1399174.502497
  nChanged 328
		SP:Iteration 14Q (159526.040000 sec): 3 clusters
  Score: Raw -1402449.751439 + Penalty 3150.068863 = -1399299.682576
  nChanged 293
		SP:Iteration 15Q (159526.270000 sec): 3 clusters
  Score: Raw -1402557.662683 + Penalty 3150.068863 = -1399407.593821
  nChanged 257
		SP:Iteration 16Q (159526.510000 sec): 3 clusters
  Score: Raw -1402643.827394 + Penalty 3150.068863 = -1399493.758532
  nChanged 206
		SP:Iteration 17Q (159526.750000 sec): 3 clusters
  Score: Raw -1402708.974296 + Penalty 3150.068863 = -1399558.905433
  nChanged 191
		SP:Iteration 18Q (159527.020000 sec): 3 clusters
  Score: Raw -1402766.066458 + Penalty 3150.068863 = -1399615.997595
  nChanged 173
		SP:Iteration 19Q (159527.240000 sec): 3 clusters
  Score: Raw -1402815.261037 + Penalty 3150.068863 = -1399665.192174
  nChanged 161
		SP:Iteration 20F (159527.470000 sec): 3 clusters
  Score: Raw -1402862.673322 + Penalty 3150.068863 = -1399712.604459
  nChanged 150
		SP:Iteration 21Q (159527.700000 sec): 3 clusters
  Score: Raw -1402909.442330 + Penalty 3150.068863 = -1399759.373468
  nChanged 150
		SP:Iteration 22Q (159527.930000 sec): 3 clusters
  Score: Raw -1402966.606680 + Penalty 3150.068863 = -1399816.537818
  nChanged 169
		SP:Iteration 23Q (159528.190000 sec): 3 clusters
  Score: Raw -1403042.720803 + Penalty 3150.068863 = -1399892.651940
  nChanged 172
		SP:Iteration 24Q (159528.380000 sec): 3 clusters
  Score: Raw -1403137.217679 + Penalty 3150.068863 = -1399987.148816
  nChanged 173
		SP:Iteration 25Q (159528.610000 sec): 3 clusters
  Score: Raw -1403235.742825 + Penalty 3150.068863 = -1400085.673963
  nChanged 171
		SP:Iteration 26Q (159528.860000 sec): 3 clusters
  Score: Raw -1403326.768168 + Penalty 3150.068863 = -1400176.699305
  nChanged 167
		SP:Iteration 27Q (159529.110000 sec): 3 clusters
  Score: Raw -1403402.285530 + Penalty 3150.068863 = -1400252.216667
  nChanged 153
		SP:Iteration 28Q (159529.390000 sec): 3 clusters
  Score: Raw -1403456.273046 + Penalty 3150.068863 = -1400306.204183
  nChanged 140
		SP:Iteration 29Q (159529.590000 sec): 3 clusters
  Score: Raw -1403496.403365 + Penalty 3150.068863 = -1400346.334503
  nChanged 103
		SP:Iteration 30Q (159529.830000 sec): 3 clusters
  Score: Raw -1403525.050458 + Penalty 3150.068863 = -1400374.981595
  nChanged 88
		SP:Iteration 31Q (159530.070000 sec): 3 clusters
  Score: Raw -1403546.198839 + Penalty 3150.068863 = -1400396.129976
  nChanged 72
		SP:Iteration 32Q (159530.320000 sec): 3 clusters
  Score: Raw -1403563.075019 + Penalty 3150.068863 = -1400413.006156
  nChanged 63
		SP:Iteration 33Q (159530.560000 sec): 3 clusters
  Score: Raw -1403576.614241 + Penalty 3150.068863 = -1400426.545378
  nChanged 59
		SP:Iteration 34Q (159530.810000 sec): 3 clusters
  Score: Raw -1403587.807852 + Penalty 3150.068863 = -1400437.738990
  nChanged 45
		SP:Iteration 35Q (159531.050000 sec): 3 clusters
  Score: Raw -1403595.991118 + Penalty 3150.068863 = -1400445.922255
  nChanged 44
		SP:Iteration 36Q (159531.290000 sec): 3 clusters
  Score: Raw -1403605.205199 + Penalty 3150.068863 = -1400455.136336
  nChanged 46
		SP:Iteration 37Q (159531.530000 sec): 3 clusters
  Score: Raw -1403613.689240 + Penalty 3150.068863 = -1400463.620377
  nChanged 38
		SP:Iteration 38Q (159531.780000 sec): 3 clusters
  Score: Raw -1403623.192695 + Penalty 3150.068863 = -1400473.123832
  nChanged 40
		SP:Iteration 39Q (159532.020000 sec): 3 clusters
  Score: Raw -1403632.029967 + Penalty 3150.068863 = -1400481.961105
  nChanged 44
		SP:Iteration 40F (159532.260000 sec): 3 clusters
  Score: Raw -1403640.360857 + Penalty 3150.068863 = -1400490.291994
  nChanged 32
		SP:Iteration 41Q (159532.520000 sec): 3 clusters
  Score: Raw -1403646.330197 + Penalty 3150.068863 = -1400496.261335
  nChanged 31
		SP:Iteration 42Q (159532.800000 sec): 3 clusters
  Score: Raw -1403650.918310 + Penalty 3150.068863 = -1400500.849448
  nChanged 24
		SP:Iteration 43Q (159533.040000 sec): 3 clusters
  Score: Raw -1403654.682067 + Penalty 3150.068863 = -1400504.613205
  nChanged 31
		SP:Iteration 44Q (159533.280000 sec): 3 clusters
  Score: Raw -1403660.837549 + Penalty 3150.068863 = -1400510.768686
  nChanged 30
		SP:Iteration 45Q (159533.520000 sec): 3 clusters
  Score: Raw -1403667.493081 + Penalty 3150.068863 = -1400517.424218
  nChanged 38
		SP:Iteration 46Q (159533.780000 sec): 3 clusters
  Score: Raw -1403675.239811 + Penalty 3150.068863 = -1400525.170948
  nChanged 34
		SP:Iteration 47Q (159534.020000 sec): 3 clusters
  Score: Raw -1403680.948033 + Penalty 3150.068863 = -1400530.879171
  nChanged 22
		SP:Iteration 48Q (159534.260000 sec): 3 clusters
  Score: Raw -1403685.036701 + Penalty 3150.068863 = -1400534.967839
  nChanged 22
		SP:Iteration 49Q (159534.500000 sec): 3 clusters
  Score: Raw -1403688.553718 + Penalty 3150.068863 = -1400538.484856
  nChanged 22
		SP:Iteration 50Q (159534.750000 sec): 3 clusters
  Score: Raw -1403691.582142 + Penalty 3150.068863 = -1400541.513280
  nChanged 23
		SP:Iteration 51Q (159535.000000 sec): 3 clusters
  Score: Raw -1403695.116579 + Penalty 3150.068863 = -1400545.047716
  nChanged 33
		SP:Iteration 52Q (159535.250000 sec): 3 clusters
  Score: Raw -1403699.932376 + Penalty 3150.068863 = -1400549.863514
  nChanged 29
		SP:Iteration 53Q (159535.470000 sec): 3 clusters
  Score: Raw -1403704.670885 + Penalty 3150.068863 = -1400554.602022
  nChanged 24
		SP:Iteration 54Q (159535.710000 sec): 3 clusters
  Score: Raw -1403708.935318 + Penalty 3150.068863 = -1400558.866456
  nChanged 32
		SP:Iteration 55Q (159535.960000 sec): 3 clusters
  Score: Raw -1403715.173427 + Penalty 3150.068863 = -1400565.104564
  nChanged 34
		SP:Iteration 56Q (159536.190000 sec): 3 clusters
  Score: Raw -1403721.428823 + Penalty 3150.068863 = -1400571.359961
  nChanged 37
		SP:Iteration 57Q (159536.430000 sec): 3 clusters
  Score: Raw -1403728.786516 + Penalty 3150.068863 = -1400578.717653
  nChanged 27
		SP:Iteration 58Q (159536.710000 sec): 3 clusters
  Score: Raw -1403734.265925 + Penalty 3150.068863 = -1400584.197062
  nChanged 32
		SP:Iteration 59Q (159536.920000 sec): 3 clusters
  Score: Raw -1403739.748029 + Penalty 3150.068863 = -1400589.679167
  nChanged 35
		SP:Iteration 60F (159537.190000 sec): 3 clusters
  Score: Raw -1403746.454882 + Penalty 3150.068863 = -1400596.386019
  nChanged 38
		SP:Iteration 61Q (159537.410000 sec): 3 clusters
  Score: Raw -1403752.876197 + Penalty 3150.068863 = -1400602.807334
  nChanged 31
		SP:Iteration 62Q (159537.640000 sec): 3 clusters
  Score: Raw -1403758.873743 + Penalty 3150.068863 = -1400608.804880
  nChanged 40
		SP:Iteration 63Q (159537.880000 sec): 3 clusters
  Score: Raw -1403767.705815 + Penalty 3150.068863 = -1400617.636953
  nChanged 45
		SP:Iteration 64Q (159538.150000 sec): 3 clusters
  Score: Raw -1403775.514819 + Penalty 3150.068863 = -1400625.445956
  nChanged 32
		SP:Iteration 65Q (159538.400000 sec): 3 clusters
  Score: Raw -1403781.514059 + Penalty 3150.068863 = -1400631.445197
  nChanged 30
		SP:Iteration 66Q (159538.640000 sec): 3 clusters
  Score: Raw -1403787.253164 + Penalty 3150.068863 = -1400637.184301
  nChanged 35
		SP:Iteration 67Q (159538.910000 sec): 3 clusters
  Score: Raw -1403794.684352 + Penalty 3150.068863 = -1400644.615489
  nChanged 28
		SP:Iteration 68Q (159539.140000 sec): 3 clusters
  Score: Raw -1403800.358927 + Penalty 3150.068863 = -1400650.290065
  nChanged 28
		SP:Iteration 69Q (159539.380000 sec): 3 clusters
  Score: Raw -1403806.005389 + Penalty 3150.068863 = -1400655.936526
  nChanged 24
		SP:Iteration 70Q (159539.630000 sec): 3 clusters
  Score: Raw -1403810.775579 + Penalty 3150.068863 = -1400660.706717
  nChanged 40
		SP:Iteration 71Q (159539.880000 sec): 3 clusters
  Score: Raw -1403819.954448 + Penalty 3150.068863 = -1400669.885586
  nChanged 41
		SP:Iteration 72Q (159540.120000 sec): 3 clusters
  Score: Raw -1403829.511728 + Penalty 3150.068863 = -1400679.442866
  nChanged 44
		SP:Iteration 73Q (159540.410000 sec): 3 clusters
  Score: Raw -1403840.644543 + Penalty 3150.068863 = -1400690.575681
  nChanged 51
		SP:Iteration 74Q (159540.620000 sec): 3 clusters
  Score: Raw -1403854.567641 + Penalty 3150.068863 = -1400704.498778
  nChanged 50
		SP:Iteration 75Q (159540.850000 sec): 3 clusters
  Score: Raw -1403869.902778 + Penalty 3150.068863 = -1400719.833916
  nChanged 44
		SP:Iteration 76Q (159541.060000 sec): 3 clusters
  Score: Raw -1403879.738068 + Penalty 3150.068863 = -1400729.669205
  nChanged 37
		SP:Iteration 77Q (159541.280000 sec): 3 clusters
  Score: Raw -1403888.084136 + Penalty 3150.068863 = -1400738.015273
  nChanged 36
		SP:Iteration 78Q (159541.500000 sec): 3 clusters
  Score: Raw -1403897.211166 + Penalty 3150.068863 = -1400747.142304
  nChanged 42
		SP:Iteration 79Q (159541.740000 sec): 3 clusters
  Score: Raw -1403907.057497 + Penalty 3150.068863 = -1400756.988634
  nChanged 37
		SP:Iteration 80F (159542.000000 sec): 3 clusters
  Score: Raw -1403915.894061 + Penalty 3150.068863 = -1400765.825198
  nChanged 37
		SP:Iteration 81Q (159542.260000 sec): 3 clusters
  Score: Raw -1403924.843752 + Penalty 3150.068863 = -1400774.774889
  nChanged 34
		SP:Iteration 82Q (159542.480000 sec): 3 clusters
  Score: Raw -1403935.088928 + Penalty 3150.068863 = -1400785.020065
  nChanged 38
		SP:Iteration 83Q (159542.710000 sec): 3 clusters
  Score: Raw -1403946.138227 + Penalty 3150.068863 = -1400796.069365
  nChanged 44
		SP:Iteration 84Q (159542.910000 sec): 3 clusters
  Score: Raw -1403958.422244 + Penalty 3150.068863 = -1400808.353382
  nChanged 37
		SP:Iteration 85Q (159543.150000 sec): 3 clusters
  Score: Raw -1403967.155125 + Penalty 3150.068863 = -1400817.086262
  nChanged 31
		SP:Iteration 86Q (159543.390000 sec): 3 clusters
  Score: Raw -1403974.011245 + Penalty 3150.068863 = -1400823.942382
  nChanged 22
		SP:Iteration 87Q (159543.630000 sec): 3 clusters
  Score: Raw -1403981.972587 + Penalty 3150.068863 = -1400831.903725
  nChanged 30
		SP:Iteration 88Q (159543.870000 sec): 3 clusters
  Score: Raw -1403992.779437 + Penalty 3150.068863 = -1400842.710574
  nChanged 36
		SP:Iteration 89Q (159544.110000 sec): 3 clusters
  Score: Raw -1404004.130547 + Penalty 3150.068863 = -1400854.061684
  nChanged 39
		SP:Iteration 90Q (159544.350000 sec): 3 clusters
  Score: Raw -1404015.952801 + Penalty 3150.068863 = -1400865.883938
  nChanged 36
		SP:Iteration 91Q (159544.620000 sec): 3 clusters
  Score: Raw -1404027.468262 + Penalty 3150.068863 = -1400877.399400
  nChanged 43
		SP:Iteration 92Q (159544.840000 sec): 3 clusters
  Score: Raw -1404042.277138 + Penalty 3150.068863 = -1400892.208276
  nChanged 39
		SP:Iteration 93Q (159545.070000 sec): 3 clusters
  Score: Raw -1404055.228659 + Penalty 3150.068863 = -1400905.159796
  nChanged 31
		SP:Iteration 94Q (159545.310000 sec): 3 clusters
  Score: Raw -1404068.748277 + Penalty 3150.068863 = -1400918.679415
  nChanged 35
		SP:Iteration 95Q (159545.560000 sec): 3 clusters
  Score: Raw -1404082.113928 + Penalty 3150.068863 = -1400932.045065
  nChanged 36
		SP:Iteration 96Q (159545.800000 sec): 3 clusters
  Score: Raw -1404092.362501 + Penalty 3150.068863 = -1400942.293639
  nChanged 25
		SP:Iteration 97Q (159546.020000 sec): 3 clusters
  Score: Raw -1404099.773825 + Penalty 3150.068863 = -1400949.704963
  nChanged 31
		SP:Iteration 98Q (159546.250000 sec): 3 clusters
  Score: Raw -1404110.625581 + Penalty 3150.068863 = -1400960.556719
  nChanged 32
		SP:Iteration 99Q (159546.480000 sec): 3 clusters
  Score: Raw -1404121.599590 + Penalty 3150.068863 = -1400971.530727
  nChanged 35
		SP:Iteration 100F (159546.720000 sec): 3 clusters
  Score: Raw -1404130.772104 + Penalty 3150.068863 = -1400980.703241
  nChanged 23
		SP:Iteration 101Q (159546.990000 sec): 3 clusters
  Score: Raw -1404137.886007 + Penalty 3150.068863 = -1400987.817144
  nChanged 27
		SP:Iteration 102Q (159547.220000 sec): 3 clusters
  Score: Raw -1404147.580661 + Penalty 3150.068863 = -1400997.511798
  nChanged 18
		SP:Iteration 103Q (159547.440000 sec): 3 clusters
  Score: Raw -1404152.266882 + Penalty 3150.068863 = -1401002.198020
  nChanged 17
		SP:Iteration 104Q (159547.660000 sec): 3 clusters
  Score: Raw -1404156.141189 + Penalty 3150.068863 = -1401006.072327
  nChanged 16
		SP:Iteration 105Q (159547.880000 sec): 3 clusters
  Score: Raw -1404159.958599 + Penalty 3150.068863 = -1401009.889736
  nChanged 14
		SP:Iteration 106Q (159548.110000 sec): 3 clusters
  Score: Raw -1404163.094129 + Penalty 3150.068863 = -1401013.025266
  nChanged 15
		SP:Iteration 107Q (159548.340000 sec): 3 clusters
  Score: Raw -1404167.933328 + Penalty 3150.068863 = -1401017.864465
  nChanged 15
		SP:Iteration 108Q (159548.620000 sec): 3 clusters
  Score: Raw -1404172.348216 + Penalty 3150.068863 = -1401022.279354
  nChanged 16
		SP:Iteration 109Q (159548.870000 sec): 3 clusters
  Score: Raw -1404177.581974 + Penalty 3150.068863 = -1401027.513112
  nChanged 16
		SP:Iteration 110Q (159549.120000 sec): 3 clusters
  Score: Raw -1404181.583544 + Penalty 3150.068863 = -1401031.514682
  nChanged 13
		SP:Iteration 111Q (159549.380000 sec): 3 clusters
  Score: Raw -1404185.169590 + Penalty 3150.068863 = -1401035.100727
  nChanged 13
		SP:Iteration 112Q (159549.600000 sec): 3 clusters
  Score: Raw -1404189.019471 + Penalty 3150.068863 = -1401038.950608
  nChanged 14
		SP:Iteration 113Q (159549.840000 sec): 3 clusters
  Score: Raw -1404194.023720 + Penalty 3150.068863 = -1401043.954858
  nChanged 18
		SP:Iteration 114Q (159550.090000 sec): 3 clusters
  Score: Raw -1404200.270315 + Penalty 3150.068863 = -1401050.201453
  nChanged 18
		SP:Iteration 115Q (159550.360000 sec): 3 clusters
  Score: Raw -1404206.378513 + Penalty 3150.068863 = -1401056.309650
  nChanged 16
		SP:Iteration 116Q (159550.630000 sec): 3 clusters
  Score: Raw -1404213.202223 + Penalty 3150.068863 = -1401063.133361
  nChanged 17
		SP:Iteration 117Q (159550.870000 sec): 3 clusters
  Score: Raw -1404223.192535 + Penalty 3150.068863 = -1401073.123672
  nChanged 25
		SP:Iteration 118Q (159551.100000 sec): 3 clusters
  Score: Raw -1404238.306587 + Penalty 3150.068863 = -1401088.237724
  nChanged 26
		SP:Iteration 119Q (159551.330000 sec): 3 clusters
  Score: Raw -1404247.455847 + Penalty 3150.068863 = -1401097.386985
  nChanged 20
		SP:Iteration 120F (159551.550000 sec): 3 clusters
  Score: Raw -1404256.953974 + Penalty 3150.068863 = -1401106.885112
  nChanged 29
		SP:Iteration 121Q (159551.790000 sec): 3 clusters
  Score: Raw -1404279.544607 + Penalty 3150.068863 = -1401129.475744
  nChanged 36
		SP:Iteration 122Q (159552.020000 sec): 3 clusters
  Score: Raw -1404312.726480 + Penalty 3150.068863 = -1401162.657618
  nChanged 43
		SP:Iteration 123Q (159552.300000 sec): 3 clusters
  Score: Raw -1404347.994804 + Penalty 3150.068863 = -1401197.925942
  nChanged 48
		SP:Iteration 124Q (159552.510000 sec): 3 clusters
  Score: Raw -1404378.445322 + Penalty 3150.068863 = -1401228.376460
  nChanged 47
		SP:Iteration 125Q (159552.750000 sec): 3 clusters
  Score: Raw -1404415.130395 + Penalty 3150.068863 = -1401265.061532
  nChanged 47
		SP:Iteration 126Q (159552.990000 sec): 3 clusters
  Score: Raw -1404441.557985 + Penalty 3150.068863 = -1401291.489122
  nChanged 31
		SP:Iteration 127Q (159553.230000 sec): 3 clusters
  Score: Raw -1404457.452044 + Penalty 3150.068863 = -1401307.383181
  nChanged 27
		SP:Iteration 128Q (159553.480000 sec): 3 clusters
  Score: Raw -1404469.631469 + Penalty 3150.068863 = -1401319.562606
  nChanged 20
		SP:Iteration 129Q (159553.750000 sec): 3 clusters
  Score: Raw -1404475.942422 + Penalty 3150.068863 = -1401325.873560
  nChanged 19
		SP:Iteration 130Q (159553.960000 sec): 3 clusters
  Score: Raw -1404481.165931 + Penalty 3150.068863 = -1401331.097068
  nChanged 8
		SP:Iteration 131Q (159554.200000 sec): 3 clusters
  Score: Raw -1404482.913241 + Penalty 3150.068863 = -1401332.844378
  nChanged 6
		SP:Iteration 132Q (159554.440000 sec): 3 clusters
  Score: Raw -1404483.953943 + Penalty 3150.068863 = -1401333.885081
  nChanged 2
		SP:Iteration 133Q (159554.680000 sec): 3 clusters
  Score: Raw -1404484.928459 + Penalty 3150.068863 = -1401334.859596
  nChanged 5
		SP:Iteration 134Q (159554.910000 sec): 3 clusters
  Score: Raw -1404486.406995 + Penalty 3150.068863 = -1401336.338132
  nChanged 3
		SP:Iteration 135Q (159555.150000 sec): 3 clusters
  Score: Raw -1404487.432626 + Penalty 3150.068863 = -1401337.363763
  nChanged 5
		SP:Iteration 136Q (159555.400000 sec): 3 clusters
  Score: Raw -1404488.344134 + Penalty 3150.068863 = -1401338.275271
  nChanged 2
		SP:Iteration 137Q (159555.630000 sec): 3 clusters
  Score: Raw -1404488.594285 + Penalty 3150.068863 = -1401338.525422
  nChanged 1
		SP:Iteration 138Q (159555.890000 sec): 3 clusters
  Score: Raw -1404488.739121 + Penalty 3150.068863 = -1401338.670258
  nChanged 2
		SP:Iteration 139Q (159556.120000 sec): 3 clusters
  Score: Raw -1404489.099828 + Penalty 3150.068863 = -1401339.030965
  nChanged 1
		SP:Iteration 140F (159556.360000 sec): 3 clusters
  Score: Raw -1404489.357911 + Penalty 3150.068863 = -1401339.289049
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 79 (2626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159556.470000 sec): 2 clusters
  Score: Raw -220964.696475 + Penalty 1279.397771 = -219685.298703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159556.620000 sec): 3 clusters
  Score: Raw -219788.979716 + Penalty 2558.795543 = -217230.184174
  nChanged 968
		SP:Iteration 1F (159556.760000 sec): 3 clusters
  Score: Raw -220409.569445 + Penalty 2558.795543 = -217850.773902
  nChanged 219
		SP:Iteration 2F (159556.900000 sec): 3 clusters
  Score: Raw -220575.638402 + Penalty 2558.795543 = -218016.842859
  nChanged 159
		SP:Iteration 3F (159557.060000 sec): 3 clusters
  Score: Raw -220686.576852 + Penalty 2558.795543 = -218127.781309
  nChanged 122
		SP:Iteration 4Q (159557.230000 sec): 3 clusters
  Score: Raw -220766.234590 + Penalty 2558.795543 = -218207.439047
  nChanged 94
		SP:Iteration 5Q (159557.400000 sec): 3 clusters
  Score: Raw -220837.640939 + Penalty 2558.795543 = -218278.845396
  nChanged 82
		SP:Iteration 6Q (159557.620000 sec): 3 clusters
  Score: Raw -220890.386896 + Penalty 2558.795543 = -218331.591353
  nChanged 65
		SP:Iteration 7Q (159557.800000 sec): 3 clusters
  Score: Raw -220932.779529 + Penalty 2558.795543 = -218373.983986
  nChanged 49
		SP:Iteration 8Q (159557.930000 sec): 3 clusters
  Score: Raw -220969.104834 + Penalty 2558.795543 = -218410.309292
  nChanged 57
		SP:Iteration 9Q (159558.100000 sec): 3 clusters
  Score: Raw -221011.881544 + Penalty 2558.795543 = -218453.086001
  nChanged 61
		SP:Iteration 10Q (159558.280000 sec): 3 clusters
  Score: Raw -221058.044711 + Penalty 2558.795543 = -218499.249168
  nChanged 61
		SP:Iteration 11Q (159558.460000 sec): 3 clusters
  Score: Raw -221109.282887 + Penalty 2558.795543 = -218550.487344
  nChanged 68
		SP:Iteration 12Q (159558.630000 sec): 3 clusters
  Score: Raw -221181.048029 + Penalty 2558.795543 = -218622.252486
  nChanged 67
		SP:Iteration 13Q (159558.780000 sec): 3 clusters
  Score: Raw -221246.752734 + Penalty 2558.795543 = -218687.957191
  nChanged 68
		SP:Iteration 14Q (159558.940000 sec): 3 clusters
  Score: Raw -221314.598949 + Penalty 2558.795543 = -218755.803406
  nChanged 71
		SP:Iteration 15Q (159559.090000 sec): 3 clusters
  Score: Raw -221371.399726 + Penalty 2558.795543 = -218812.604183
  nChanged 56
		SP:Iteration 16Q (159559.250000 sec): 3 clusters
  Score: Raw -221413.180580 + Penalty 2558.795543 = -218854.385037
  nChanged 53
		SP:Iteration 17Q (159559.400000 sec): 3 clusters
  Score: Raw -221453.236311 + Penalty 2558.795543 = -218894.440769
  nChanged 47
		SP:Iteration 18Q (159559.570000 sec): 3 clusters
  Score: Raw -221486.706756 + Penalty 2558.795543 = -218927.911213
  nChanged 38
		SP:Iteration 19Q (159559.780000 sec): 3 clusters
  Score: Raw -221510.266498 + Penalty 2558.795543 = -218951.470955
  nChanged 38
		SP:Iteration 20F (159559.890000 sec): 3 clusters
  Score: Raw -221533.019133 + Penalty 2558.795543 = -218974.223590
  nChanged 23
		SP:Iteration 21Q (159560.070000 sec): 3 clusters
  Score: Raw -221542.872259 + Penalty 2558.795543 = -218984.076716
  nChanged 19
		SP:Iteration 22Q (159560.240000 sec): 3 clusters
  Score: Raw -221550.789442 + Penalty 2558.795543 = -218991.993899
  nChanged 11
		SP:Iteration 23Q (159560.420000 sec): 3 clusters
  Score: Raw -221554.194876 + Penalty 2558.795543 = -218995.399333
  nChanged 6
		SP:Iteration 24Q (159560.600000 sec): 3 clusters
  Score: Raw -221556.803627 + Penalty 2558.795543 = -218998.008084
  nChanged 7
		SP:Iteration 25Q (159560.770000 sec): 3 clusters
  Score: Raw -221558.963447 + Penalty 2558.795543 = -219000.167904
  nChanged 6
		SP:Iteration 26Q (159560.940000 sec): 3 clusters
  Score: Raw -221561.583560 + Penalty 2558.795543 = -219002.788017
  nChanged 5
		SP:Iteration 27Q (159561.100000 sec): 3 clusters
  Score: Raw -221563.128861 + Penalty 2558.795543 = -219004.333318
  nChanged 6
		SP:Iteration 28Q (159561.260000 sec): 3 clusters
  Score: Raw -221566.653524 + Penalty 2558.795543 = -219007.857982
  nChanged 11
		SP:Iteration 29Q (159561.420000 sec): 3 clusters
  Score: Raw -221571.239861 + Penalty 2558.795543 = -219012.444318
  nChanged 11
		SP:Iteration 30Q (159561.580000 sec): 3 clusters
  Score: Raw -221578.054705 + Penalty 2558.795543 = -219019.259162
  nChanged 14
		SP:Iteration 31Q (159561.740000 sec): 3 clusters
  Score: Raw -221582.691034 + Penalty 2558.795543 = -219023.895491
  nChanged 5
		SP:Iteration 32Q (159561.900000 sec): 3 clusters
  Score: Raw -221585.083336 + Penalty 2558.795543 = -219026.287793
  nChanged 5
		SP:Iteration 33Q (159562.050000 sec): 3 clusters
  Score: Raw -221586.177155 + Penalty 2558.795543 = -219027.381612
  nChanged 3
		SP:Iteration 34Q (159562.220000 sec): 3 clusters
  Score: Raw -221587.779776 + Penalty 2558.795543 = -219028.984233
  nChanged 3
		SP:Iteration 35Q (159562.380000 sec): 3 clusters
  Score: Raw -221588.177572 + Penalty 2558.795543 = -219029.382029
  nChanged 0
		SP:Iteration 36F (159562.540000 sec): 3 clusters
  Score: Raw -221588.177572 + Penalty 2558.795543 = -219029.382029
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 80 (6237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159562.660000 sec): 2 clusters
  Score: Raw -538194.098673 + Penalty 1419.966369 = -536774.132304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159562.930000 sec): 3 clusters
  Score: Raw -534880.017517 + Penalty 2839.932737 = -532040.084779
  nChanged 2610
		SP:Iteration 1F (159563.150000 sec): 3 clusters
  Score: Raw -536532.844930 + Penalty 2839.932737 = -533692.912192
  nChanged 520
		SP:Iteration 2F (159563.300000 sec): 3 clusters
  Score: Raw -536899.301738 + Penalty 2839.932737 = -534059.369001
  nChanged 418
		SP:Iteration 3F (159563.490000 sec): 3 clusters
  Score: Raw -537203.445371 + Penalty 2839.932737 = -534363.512633
  nChanged 363
		SP:Iteration 4F (159563.660000 sec): 3 clusters
  Score: Raw -537447.854678 + Penalty 2839.932737 = -534607.921940
  nChanged 315
		SP:Iteration 5F (159563.840000 sec): 3 clusters
  Score: Raw -537639.593417 + Penalty 2839.932737 = -534799.660680
  nChanged 247
		SP:Iteration 6Q (159564.020000 sec): 3 clusters
  Score: Raw -537762.379945 + Penalty 2839.932737 = -534922.447208
  nChanged 188
		SP:Iteration 7Q (159564.250000 sec): 3 clusters
  Score: Raw -537843.083254 + Penalty 2839.932737 = -535003.150517
  nChanged 141
		SP:Iteration 8Q (159564.410000 sec): 3 clusters
  Score: Raw -537892.685141 + Penalty 2839.932737 = -535052.752404
  nChanged 104
		SP:Iteration 9Q (159564.600000 sec): 3 clusters
  Score: Raw -537925.039316 + Penalty 2839.932737 = -535085.106578
  nChanged 79
		SP:Iteration 10Q (159564.790000 sec): 3 clusters
  Score: Raw -537947.771378 + Penalty 2839.932737 = -535107.838641
  nChanged 51
		SP:Iteration 11Q (159564.980000 sec): 3 clusters
  Score: Raw -537961.411732 + Penalty 2839.932737 = -535121.478995
  nChanged 56
		SP:Iteration 12Q (159565.160000 sec): 3 clusters
  Score: Raw -537973.900929 + Penalty 2839.932737 = -535133.968191
  nChanged 42
		SP:Iteration 13Q (159565.340000 sec): 3 clusters
  Score: Raw -537983.631102 + Penalty 2839.932737 = -535143.698364
  nChanged 33
		SP:Iteration 14Q (159565.510000 sec): 3 clusters
  Score: Raw -537989.826217 + Penalty 2839.932737 = -535149.893479
  nChanged 26
		SP:Iteration 15Q (159565.690000 sec): 3 clusters
  Score: Raw -537994.757221 + Penalty 2839.932737 = -535154.824484
  nChanged 25
		SP:Iteration 16Q (159565.900000 sec): 3 clusters
  Score: Raw -537999.732596 + Penalty 2839.932737 = -535159.799859
  nChanged 25
		SP:Iteration 17Q (159566.040000 sec): 3 clusters
  Score: Raw -538003.794044 + Penalty 2839.932737 = -535163.861307
  nChanged 18
		SP:Iteration 18Q (159566.230000 sec): 3 clusters
  Score: Raw -538008.215778 + Penalty 2839.932737 = -535168.283040
  nChanged 21
		SP:Iteration 19Q (159566.430000 sec): 3 clusters
  Score: Raw -538011.554111 + Penalty 2839.932737 = -535171.621374
  nChanged 16
		SP:Iteration 20F (159566.620000 sec): 3 clusters
  Score: Raw -538013.951818 + Penalty 2839.932737 = -535174.019081
  nChanged 11
		SP:Iteration 21Q (159566.850000 sec): 3 clusters
  Score: Raw -538015.620815 + Penalty 2839.932737 = -535175.688077
  nChanged 12
		SP:Iteration 22Q (159567.020000 sec): 3 clusters
  Score: Raw -538017.464346 + Penalty 2839.932737 = -535177.531609
  nChanged 12
		SP:Iteration 23Q (159567.260000 sec): 3 clusters
  Score: Raw -538019.414469 + Penalty 2839.932737 = -535179.481731
  nChanged 13
		SP:Iteration 24Q (159567.430000 sec): 3 clusters
  Score: Raw -538021.605610 + Penalty 2839.932737 = -535181.672872
  nChanged 15
		SP:Iteration 25Q (159567.640000 sec): 3 clusters
  Score: Raw -538024.034488 + Penalty 2839.932737 = -535184.101751
  nChanged 13
		SP:Iteration 26Q (159567.830000 sec): 3 clusters
  Score: Raw -538026.588871 + Penalty 2839.932737 = -535186.656133
  nChanged 16
		SP:Iteration 27Q (159568.010000 sec): 3 clusters
  Score: Raw -538029.602606 + Penalty 2839.932737 = -535189.669869
  nChanged 17
		SP:Iteration 28Q (159568.190000 sec): 3 clusters
  Score: Raw -538033.264193 + Penalty 2839.932737 = -535193.331455
  nChanged 12
		SP:Iteration 29Q (159568.370000 sec): 3 clusters
  Score: Raw -538034.818146 + Penalty 2839.932737 = -535194.885409
  nChanged 10
		SP:Iteration 30Q (159568.560000 sec): 3 clusters
  Score: Raw -538036.026685 + Penalty 2839.932737 = -535196.093947
  nChanged 13
		SP:Iteration 31Q (159568.750000 sec): 3 clusters
  Score: Raw -538037.898602 + Penalty 2839.932737 = -535197.965865
  nChanged 9
		SP:Iteration 32Q (159568.920000 sec): 3 clusters
  Score: Raw -538039.340393 + Penalty 2839.932737 = -535199.407656
  nChanged 16
		SP:Iteration 33Q (159569.060000 sec): 3 clusters
  Score: Raw -538042.319423 + Penalty 2839.932737 = -535202.386685
  nChanged 21
		SP:Iteration 34Q (159569.240000 sec): 3 clusters
  Score: Raw -538046.996501 + Penalty 2839.932737 = -535207.063763
  nChanged 21
		SP:Iteration 35Q (159569.380000 sec): 3 clusters
  Score: Raw -538050.660485 + Penalty 2839.932737 = -535210.727748
  nChanged 18
		SP:Iteration 36Q (159569.520000 sec): 3 clusters
  Score: Raw -538054.516236 + Penalty 2839.932737 = -535214.583499
  nChanged 17
		SP:Iteration 37Q (159569.650000 sec): 3 clusters
  Score: Raw -538059.037402 + Penalty 2839.932737 = -535219.104664
  nChanged 18
		SP:Iteration 38Q (159569.790000 sec): 3 clusters
  Score: Raw -538063.670655 + Penalty 2839.932737 = -535223.737918
  nChanged 22
		SP:Iteration 39Q (159569.970000 sec): 3 clusters
  Score: Raw -538068.386952 + Penalty 2839.932737 = -535228.454215
  nChanged 15
		SP:Iteration 40F (159570.150000 sec): 3 clusters
  Score: Raw -538072.501434 + Penalty 2839.932737 = -535232.568696
  nChanged 18
		SP:Iteration 41Q (159570.320000 sec): 3 clusters
  Score: Raw -538076.934482 + Penalty 2839.932737 = -535237.001744
  nChanged 15
		SP:Iteration 42Q (159570.500000 sec): 3 clusters
  Score: Raw -538078.821294 + Penalty 2839.932737 = -535238.888557
  nChanged 11
		SP:Iteration 43Q (159570.670000 sec): 3 clusters
  Score: Raw -538080.982181 + Penalty 2839.932737 = -535241.049444
  nChanged 10
		SP:Iteration 44Q (159570.840000 sec): 3 clusters
  Score: Raw -538083.616506 + Penalty 2839.932737 = -535243.683769
  nChanged 10
		SP:Iteration 45Q (159571.020000 sec): 3 clusters
  Score: Raw -538085.981300 + Penalty 2839.932737 = -535246.048563
  nChanged 12
		SP:Iteration 46Q (159571.190000 sec): 3 clusters
  Score: Raw -538088.076669 + Penalty 2839.932737 = -535248.143931
  nChanged 13
		SP:Iteration 47Q (159571.370000 sec): 3 clusters
  Score: Raw -538090.658539 + Penalty 2839.932737 = -535250.725801
  nChanged 14
		SP:Iteration 48Q (159571.550000 sec): 3 clusters
  Score: Raw -538093.252474 + Penalty 2839.932737 = -535253.319737
  nChanged 14
		SP:Iteration 49Q (159571.720000 sec): 3 clusters
  Score: Raw -538095.689739 + Penalty 2839.932737 = -535255.757002
  nChanged 15
		SP:Iteration 50Q (159571.900000 sec): 3 clusters
  Score: Raw -538098.337907 + Penalty 2839.932737 = -535258.405169
  nChanged 12
		SP:Iteration 51Q (159572.070000 sec): 3 clusters
  Score: Raw -538100.683517 + Penalty 2839.932737 = -535260.750780
  nChanged 12
		SP:Iteration 52Q (159572.250000 sec): 3 clusters
  Score: Raw -538103.246705 + Penalty 2839.932737 = -535263.313967
  nChanged 17
		SP:Iteration 53Q (159572.420000 sec): 3 clusters
  Score: Raw -538106.445538 + Penalty 2839.932737 = -535266.512800
  nChanged 15
		SP:Iteration 54Q (159572.560000 sec): 3 clusters
  Score: Raw -538109.881795 + Penalty 2839.932737 = -535269.949058
  nChanged 8
		SP:Iteration 55Q (159572.700000 sec): 3 clusters
  Score: Raw -538110.842264 + Penalty 2839.932737 = -535270.909526
  nChanged 6
		SP:Iteration 56Q (159572.840000 sec): 3 clusters
  Score: Raw -538111.662162 + Penalty 2839.932737 = -535271.729425
  nChanged 5
		SP:Iteration 57Q (159573.010000 sec): 3 clusters
  Score: Raw -538112.320112 + Penalty 2839.932737 = -535272.387375
  nChanged 5
		SP:Iteration 58Q (159573.150000 sec): 3 clusters
  Score: Raw -538113.249789 + Penalty 2839.932737 = -535273.317052
  nChanged 3
		SP:Iteration 59Q (159573.290000 sec): 3 clusters
  Score: Raw -538113.728530 + Penalty 2839.932737 = -535273.795793
  nChanged 4
		SP:Iteration 60F (159573.460000 sec): 3 clusters
  Score: Raw -538114.359834 + Penalty 2839.932737 = -535274.427096
  nChanged 6
		SP:Iteration 61Q (159573.640000 sec): 3 clusters
  Score: Raw -538115.763969 + Penalty 2839.932737 = -535275.831231
  nChanged 9
		SP:Iteration 62Q (159573.780000 sec): 3 clusters
  Score: Raw -538117.554228 + Penalty 2839.932737 = -535277.621490
  nChanged 6
		SP:Iteration 63Q (159573.960000 sec): 3 clusters
  Score: Raw -538118.785586 + Penalty 2839.932737 = -535278.852849
  nChanged 12
		SP:Iteration 64Q (159574.130000 sec): 3 clusters
  Score: Raw -538121.033170 + Penalty 2839.932737 = -535281.100432
  nChanged 8
		SP:Iteration 65Q (159574.340000 sec): 3 clusters
  Score: Raw -538123.071518 + Penalty 2839.932737 = -535283.138780
  nChanged 11
		SP:Iteration 66Q (159574.520000 sec): 3 clusters
  Score: Raw -538125.674997 + Penalty 2839.932737 = -535285.742260
  nChanged 10
		SP:Iteration 67Q (159574.690000 sec): 3 clusters
  Score: Raw -538126.870536 + Penalty 2839.932737 = -535286.937799
  nChanged 4
		SP:Iteration 68Q (159574.910000 sec): 3 clusters
  Score: Raw -538127.833302 + Penalty 2839.932737 = -535287.900565
  nChanged 6
		SP:Iteration 69Q (159575.050000 sec): 3 clusters
  Score: Raw -538129.516382 + Penalty 2839.932737 = -535289.583644
  nChanged 8
		SP:Iteration 70Q (159575.220000 sec): 3 clusters
  Score: Raw -538131.039102 + Penalty 2839.932737 = -535291.106364
  nChanged 10
		SP:Iteration 71Q (159575.360000 sec): 3 clusters
  Score: Raw -538132.738042 + Penalty 2839.932737 = -535292.805305
  nChanged 7
		SP:Iteration 72Q (159575.500000 sec): 3 clusters
  Score: Raw -538134.422519 + Penalty 2839.932737 = -535294.489782
  nChanged 10
		SP:Iteration 73Q (159575.640000 sec): 3 clusters
  Score: Raw -538136.999415 + Penalty 2839.932737 = -535297.066678
  nChanged 8
		SP:Iteration 74Q (159575.780000 sec): 3 clusters
  Score: Raw -538139.836339 + Penalty 2839.932737 = -535299.903602
  nChanged 11
		SP:Iteration 75Q (159575.940000 sec): 3 clusters
  Score: Raw -538143.394858 + Penalty 2839.932737 = -535303.462121
  nChanged 15
		SP:Iteration 76Q (159576.150000 sec): 3 clusters
  Score: Raw -538148.793580 + Penalty 2839.932737 = -535308.860843
  nChanged 20
		SP:Iteration 77Q (159576.330000 sec): 3 clusters
  Score: Raw -538155.343988 + Penalty 2839.932737 = -535315.411251
  nChanged 23
		SP:Iteration 78Q (159576.510000 sec): 3 clusters
  Score: Raw -538162.106380 + Penalty 2839.932737 = -535322.173643
  nChanged 19
		SP:Iteration 79Q (159576.690000 sec): 3 clusters
  Score: Raw -538167.802711 + Penalty 2839.932737 = -535327.869974
  nChanged 17
		SP:Iteration 80F (159576.880000 sec): 3 clusters
  Score: Raw -538171.706585 + Penalty 2839.932737 = -535331.773847
  nChanged 15
		SP:Iteration 81Q (159577.070000 sec): 3 clusters
  Score: Raw -538174.023327 + Penalty 2839.932737 = -535334.090590
  nChanged 13
		SP:Iteration 82Q (159577.260000 sec): 3 clusters
  Score: Raw -538176.566584 + Penalty 2839.932737 = -535336.633847
  nChanged 12
		SP:Iteration 83Q (159577.450000 sec): 3 clusters
  Score: Raw -538179.191286 + Penalty 2839.932737 = -535339.258549
  nChanged 14
		SP:Iteration 84Q (159577.660000 sec): 3 clusters
  Score: Raw -538182.729711 + Penalty 2839.932737 = -535342.796974
  nChanged 17
		SP:Iteration 85Q (159577.840000 sec): 3 clusters
  Score: Raw -538185.701886 + Penalty 2839.932737 = -535345.769148
  nChanged 15
		SP:Iteration 86Q (159578.010000 sec): 3 clusters
  Score: Raw -538189.152353 + Penalty 2839.932737 = -535349.219615
  nChanged 17
		SP:Iteration 87Q (159578.200000 sec): 3 clusters
  Score: Raw -538193.051848 + Penalty 2839.932737 = -535353.119111
  nChanged 25
		SP:Iteration 88Q (159578.390000 sec): 3 clusters
  Score: Raw -538199.904854 + Penalty 2839.932737 = -535359.972117
  nChanged 30
		SP:Iteration 89Q (159578.570000 sec): 3 clusters
  Score: Raw -538207.304287 + Penalty 2839.932737 = -535367.371549
  nChanged 34
		SP:Iteration 90Q (159578.770000 sec): 3 clusters
  Score: Raw -538216.841698 + Penalty 2839.932737 = -535376.908961
  nChanged 26
		SP:Iteration 91Q (159578.940000 sec): 3 clusters
  Score: Raw -538223.477049 + Penalty 2839.932737 = -535383.544312
  nChanged 27
		SP:Iteration 92Q (159579.120000 sec): 3 clusters
  Score: Raw -538228.869262 + Penalty 2839.932737 = -535388.936525
  nChanged 19
		SP:Iteration 93Q (159579.280000 sec): 3 clusters
  Score: Raw -538233.715323 + Penalty 2839.932737 = -535393.782586
  nChanged 23
		SP:Iteration 94Q (159579.450000 sec): 3 clusters
  Score: Raw -538238.882814 + Penalty 2839.932737 = -535398.950077
  nChanged 29
		SP:Iteration 95Q (159579.620000 sec): 3 clusters
  Score: Raw -538245.544198 + Penalty 2839.932737 = -535405.611460
  nChanged 30
		SP:Iteration 96Q (159579.790000 sec): 3 clusters
  Score: Raw -538254.382101 + Penalty 2839.932737 = -535414.449364
  nChanged 33
		SP:Iteration 97Q (159579.960000 sec): 3 clusters
  Score: Raw -538263.136496 + Penalty 2839.932737 = -535423.203758
  nChanged 42
		SP:Iteration 98Q (159580.100000 sec): 3 clusters
  Score: Raw -538275.450734 + Penalty 2839.932737 = -535435.517996
  nChanged 50
		SP:Iteration 99Q (159580.270000 sec): 3 clusters
  Score: Raw -538293.201933 + Penalty 2839.932737 = -535453.269196
  nChanged 71
		SP:Iteration 100F (159580.440000 sec): 3 clusters
  Score: Raw -538322.659213 + Penalty 2839.932737 = -535482.726476
  nChanged 73
		SP:Iteration 101Q (159580.620000 sec): 3 clusters
  Score: Raw -538351.412628 + Penalty 2839.932737 = -535511.479890
  nChanged 79
		SP:Iteration 102Q (159580.830000 sec): 3 clusters
  Score: Raw -538388.093230 + Penalty 2839.932737 = -535548.160493
  nChanged 79
		SP:Iteration 103Q (159581.000000 sec): 3 clusters
  Score: Raw -538423.035642 + Penalty 2839.932737 = -535583.102904
  nChanged 75
		SP:Iteration 104Q (159581.180000 sec): 3 clusters
  Score: Raw -538452.522691 + Penalty 2839.932737 = -535612.589953
  nChanged 79
		SP:Iteration 105Q (159581.360000 sec): 3 clusters
  Score: Raw -538483.598827 + Penalty 2839.932737 = -535643.666090
  nChanged 76
		SP:Iteration 106Q (159581.540000 sec): 3 clusters
  Score: Raw -538511.815659 + Penalty 2839.932737 = -535671.882922
  nChanged 72
		SP:Iteration 107Q (159581.750000 sec): 3 clusters
  Score: Raw -538549.773625 + Penalty 2839.932737 = -535709.840887
  nChanged 97
		SP:Iteration 108Q (159581.930000 sec): 3 clusters
  Score: Raw -538604.090847 + Penalty 2839.932737 = -535764.158110
  nChanged 102
		SP:Iteration 109Q (159582.180000 sec): 3 clusters
  Score: Raw -538663.535080 + Penalty 2839.932737 = -535823.602343
  nChanged 104
		SP:Iteration 110Q (159582.340000 sec): 3 clusters
  Score: Raw -538719.949711 + Penalty 2839.932737 = -535880.016973
  nChanged 100
		SP:Iteration 111Q (159582.570000 sec): 3 clusters
  Score: Raw -538776.888291 + Penalty 2839.932737 = -535936.955554
  nChanged 99
		SP:Iteration 112Q (159582.740000 sec): 3 clusters
  Score: Raw -538839.923836 + Penalty 2839.932737 = -535999.991099
  nChanged 107
		SP:Iteration 113Q (159582.920000 sec): 3 clusters
  Score: Raw -538910.724606 + Penalty 2839.932737 = -536070.791869
  nChanged 87
		SP:Iteration 114Q (159583.110000 sec): 3 clusters
  Score: Raw -538962.113071 + Penalty 2839.932737 = -536122.180333
  nChanged 71
		SP:Iteration 115Q (159583.290000 sec): 3 clusters
  Score: Raw -539012.095601 + Penalty 2839.932737 = -536172.162864
  nChanged 80
		SP:Iteration 116Q (159583.470000 sec): 3 clusters
  Score: Raw -539060.759233 + Penalty 2839.932737 = -536220.826496
  nChanged 71
		SP:Iteration 117Q (159583.650000 sec): 3 clusters
  Score: Raw -539086.737988 + Penalty 2839.932737 = -536246.805251
  nChanged 38
		SP:Iteration 118Q (159583.830000 sec): 3 clusters
  Score: Raw -539097.423311 + Penalty 2839.932737 = -536257.490574
  nChanged 23
		SP:Iteration 119Q (159584.020000 sec): 3 clusters
  Score: Raw -539104.561932 + Penalty 2839.932737 = -536264.629195
  nChanged 9
		SP:Iteration 120F (159584.200000 sec): 3 clusters
  Score: Raw -539107.446145 + Penalty 2839.932737 = -536267.513407
  nChanged 8
		SP:Iteration 121Q (159584.410000 sec): 3 clusters
  Score: Raw -539108.781260 + Penalty 2839.932737 = -536268.848522
  nChanged 10
		SP:Iteration 122Q (159584.630000 sec): 3 clusters
  Score: Raw -539111.367225 + Penalty 2839.932737 = -536271.434488
  nChanged 9
		SP:Iteration 123Q (159584.820000 sec): 3 clusters
  Score: Raw -539112.946096 + Penalty 2839.932737 = -536273.013358
  nChanged 9
		SP:Iteration 124Q (159585.030000 sec): 3 clusters
  Score: Raw -539114.338031 + Penalty 2839.932737 = -536274.405293
  nChanged 6
		SP:Iteration 125Q (159585.200000 sec): 3 clusters
  Score: Raw -539115.798971 + Penalty 2839.932737 = -536275.866234
  nChanged 7
		SP:Iteration 126Q (159585.370000 sec): 3 clusters
  Score: Raw -539117.280150 + Penalty 2839.932737 = -536277.347413
  nChanged 6
		SP:Iteration 127Q (159585.540000 sec): 3 clusters
  Score: Raw -539118.682273 + Penalty 2839.932737 = -536278.749535
  nChanged 9
		SP:Iteration 128Q (159585.700000 sec): 3 clusters
  Score: Raw -539120.217682 + Penalty 2839.932737 = -536280.284944
  nChanged 6
		SP:Iteration 129Q (159585.880000 sec): 3 clusters
  Score: Raw -539121.677141 + Penalty 2839.932737 = -536281.744404
  nChanged 10
		SP:Iteration 130Q (159586.050000 sec): 3 clusters
  Score: Raw -539123.320301 + Penalty 2839.932737 = -536283.387564
  nChanged 5
		SP:Iteration 131Q (159586.220000 sec): 3 clusters
  Score: Raw -539124.471394 + Penalty 2839.932737 = -536284.538657
  nChanged 5
		SP:Iteration 132Q (159586.400000 sec): 3 clusters
  Score: Raw -539125.284338 + Penalty 2839.932737 = -536285.351600
  nChanged 5
		SP:Iteration 133Q (159586.580000 sec): 3 clusters
  Score: Raw -539125.925794 + Penalty 2839.932737 = -536285.993057
  nChanged 2
		SP:Iteration 134Q (159586.740000 sec): 3 clusters
  Score: Raw -539126.230855 + Penalty 2839.932737 = -536286.298118
  nChanged 1
		SP:Iteration 135Q (159586.910000 sec): 3 clusters
  Score: Raw -539126.470358 + Penalty 2839.932737 = -536286.537621
  nChanged 3
		SP:Iteration 136Q (159587.090000 sec): 3 clusters
  Score: Raw -539126.995739 + Penalty 2839.932737 = -536287.063002
  nChanged 2
		SP:Iteration 137Q (159587.270000 sec): 3 clusters
  Score: Raw -539127.530948 + Penalty 2839.932737 = -536287.598211
  nChanged 3
		SP:Iteration 138Q (159587.430000 sec): 3 clusters
  Score: Raw -539128.219999 + Penalty 2839.932737 = -536288.287262
  nChanged 5
		SP:Iteration 139Q (159587.610000 sec): 3 clusters
  Score: Raw -539129.260110 + Penalty 2839.932737 = -536289.327372
  nChanged 3
		SP:Iteration 140F (159587.800000 sec): 3 clusters
  Score: Raw -539130.381506 + Penalty 2839.932737 = -536290.448769
  nChanged 6
		SP:Iteration 141Q (159588.020000 sec): 3 clusters
  Score: Raw -539131.652929 + Penalty 2839.932737 = -536291.720191
  nChanged 3
		SP:Iteration 142Q (159588.210000 sec): 3 clusters
  Score: Raw -539132.172859 + Penalty 2839.932737 = -536292.240122
  nChanged 6
		SP:Iteration 143Q (159588.390000 sec): 3 clusters
  Score: Raw -539133.065251 + Penalty 2839.932737 = -536293.132513
  nChanged 1
		SP:Iteration 144Q (159588.560000 sec): 3 clusters
  Score: Raw -539133.131450 + Penalty 2839.932737 = -536293.198712
  nChanged 1
		SP:Iteration 145Q (159588.740000 sec): 3 clusters
  Score: Raw -539133.301730 + Penalty 2839.932737 = -536293.368993
  nChanged 1
		SP:Iteration 146Q (159588.920000 sec): 3 clusters
  Score: Raw -539133.374106 + Penalty 2839.932737 = -536293.441368
  nChanged 1
		SP:Iteration 147Q (159589.100000 sec): 3 clusters
  Score: Raw -539133.671746 + Penalty 2839.932737 = -536293.739008
  nChanged 0
		SP:Iteration 148F (159589.270000 sec): 3 clusters
  Score: Raw -539133.671746 + Penalty 2839.932737 = -536293.739008
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 81 (4592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159589.390000 sec): 2 clusters
  Score: Raw -387136.128829 + Penalty 1370.211527 = -385765.917301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159589.530000 sec): 3 clusters
  Score: Raw -384815.000454 + Penalty 2740.423055 = -382074.577399
  nChanged 1854
		SP:Iteration 1F (159589.700000 sec): 3 clusters
  Score: Raw -386022.381875 + Penalty 2740.423055 = -383281.958820
  nChanged 398
		SP:Iteration 2F (159589.880000 sec): 3 clusters
  Score: Raw -386402.699930 + Penalty 2740.423055 = -383662.276876
  nChanged 378
		SP:Iteration 3F (159590.060000 sec): 3 clusters
  Score: Raw -386754.423883 + Penalty 2740.423055 = -384014.000828
  nChanged 305
		SP:Iteration 4F (159590.210000 sec): 3 clusters
  Score: Raw -386996.750561 + Penalty 2740.423055 = -384256.327506
  nChanged 235
		SP:Iteration 5F (159590.410000 sec): 3 clusters
  Score: Raw -387191.946378 + Penalty 2740.423055 = -384451.523323
  nChanged 191
		SP:Iteration 6Q (159590.570000 sec): 3 clusters
  Score: Raw -387338.430539 + Penalty 2740.423055 = -384598.007484
  nChanged 154
		SP:Iteration 7Q (159590.760000 sec): 3 clusters
  Score: Raw -387435.526040 + Penalty 2740.423055 = -384695.102985
  nChanged 112
		SP:Iteration 8Q (159590.960000 sec): 3 clusters
  Score: Raw -387496.103490 + Penalty 2740.423055 = -384755.680435
  nChanged 76
		SP:Iteration 9Q (159591.110000 sec): 3 clusters
  Score: Raw -387536.606322 + Penalty 2740.423055 = -384796.183268
  nChanged 61
		SP:Iteration 10Q (159591.280000 sec): 3 clusters
  Score: Raw -387574.291472 + Penalty 2740.423055 = -384833.868418
  nChanged 56
		SP:Iteration 11Q (159591.430000 sec): 3 clusters
  Score: Raw -387611.730540 + Penalty 2740.423055 = -384871.307485
  nChanged 42
		SP:Iteration 12Q (159591.580000 sec): 3 clusters
  Score: Raw -387631.140775 + Penalty 2740.423055 = -384890.717720
  nChanged 41
		SP:Iteration 13Q (159591.740000 sec): 3 clusters
  Score: Raw -387651.124076 + Penalty 2740.423055 = -384910.701021
  nChanged 29
		SP:Iteration 14Q (159591.940000 sec): 3 clusters
  Score: Raw -387661.383173 + Penalty 2740.423055 = -384920.960119
  nChanged 28
		SP:Iteration 15Q (159592.100000 sec): 3 clusters
  Score: Raw -387670.596698 + Penalty 2740.423055 = -384930.173644
  nChanged 16
		SP:Iteration 16Q (159592.240000 sec): 3 clusters
  Score: Raw -387677.900846 + Penalty 2740.423055 = -384937.477791
  nChanged 20
		SP:Iteration 17Q (159592.390000 sec): 3 clusters
  Score: Raw -387686.264458 + Penalty 2740.423055 = -384945.841403
  nChanged 16
		SP:Iteration 18Q (159592.530000 sec): 3 clusters
  Score: Raw -387691.824188 + Penalty 2740.423055 = -384951.401133
  nChanged 18
		SP:Iteration 19Q (159592.700000 sec): 3 clusters
  Score: Raw -387697.700471 + Penalty 2740.423055 = -384957.277416
  nChanged 12
		SP:Iteration 20F (159592.860000 sec): 3 clusters
  Score: Raw -387701.794784 + Penalty 2740.423055 = -384961.371729
  nChanged 8
		SP:Iteration 21Q (159592.990000 sec): 3 clusters
  Score: Raw -387703.997289 + Penalty 2740.423055 = -384963.574234
  nChanged 4
		SP:Iteration 22Q (159593.140000 sec): 3 clusters
  Score: Raw -387705.195578 + Penalty 2740.423055 = -384964.772523
  nChanged 8
		SP:Iteration 23Q (159593.320000 sec): 3 clusters
  Score: Raw -387707.226503 + Penalty 2740.423055 = -384966.803449
  nChanged 6
		SP:Iteration 24Q (159593.440000 sec): 3 clusters
  Score: Raw -387708.631747 + Penalty 2740.423055 = -384968.208692
  nChanged 6
		SP:Iteration 25Q (159593.630000 sec): 3 clusters
  Score: Raw -387710.186668 + Penalty 2740.423055 = -384969.763614
  nChanged 2
		SP:Iteration 26Q (159593.790000 sec): 3 clusters
  Score: Raw -387710.632971 + Penalty 2740.423055 = -384970.209916
  nChanged 2
		SP:Iteration 27Q (159593.910000 sec): 3 clusters
  Score: Raw -387711.000464 + Penalty 2740.423055 = -384970.577410
  nChanged 0
		SP:Iteration 28F (159594.060000 sec): 3 clusters
  Score: Raw -387711.000464 + Penalty 2740.423055 = -384970.577410
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 82 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159594.120000 sec): 2 clusters
  Score: Raw -64830.558968 + Penalty 1092.427342 = -63738.131626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159594.270000 sec): 3 clusters
  Score: Raw -64582.136413 + Penalty 2184.854683 = -62397.281730
  nChanged 261
		SP:Iteration 1F (159594.400000 sec): 3 clusters
  Score: Raw -64847.191430 + Penalty 2184.854683 = -62662.336746
  nChanged 81
		SP:Iteration 2F (159594.540000 sec): 3 clusters
  Score: Raw -64949.501367 + Penalty 2184.854683 = -62764.646683
  nChanged 44
		SP:Iteration 3F (159594.670000 sec): 3 clusters
  Score: Raw -65015.751520 + Penalty 2184.854683 = -62830.896836
  nChanged 32
		SP:Iteration 4Q (159594.800000 sec): 3 clusters
  Score: Raw -65069.323328 + Penalty 2184.854683 = -62884.468645
  nChanged 26
		SP:Iteration 5Q (159594.950000 sec): 3 clusters
  Score: Raw -65102.007674 + Penalty 2184.854683 = -62917.152991
  nChanged 19
		SP:Iteration 6Q (159595.090000 sec): 3 clusters
  Score: Raw -65128.630917 + Penalty 2184.854683 = -62943.776233
  nChanged 13
		SP:Iteration 7Q (159595.230000 sec): 3 clusters
  Score: Raw -65143.341942 + Penalty 2184.854683 = -62958.487258
  nChanged 7
		SP:Iteration 8Q (159595.380000 sec): 3 clusters
  Score: Raw -65154.340481 + Penalty 2184.854683 = -62969.485798
  nChanged 9
		SP:Iteration 9Q (159595.520000 sec): 3 clusters
  Score: Raw -65163.407090 + Penalty 2184.854683 = -62978.552407
  nChanged 9
		SP:Iteration 10Q (159595.660000 sec): 3 clusters
  Score: Raw -65175.716560 + Penalty 2184.854683 = -62990.861877
  nChanged 8
		SP:Iteration 11Q (159595.800000 sec): 3 clusters
  Score: Raw -65190.377655 + Penalty 2184.854683 = -63005.522972
  nChanged 5
		SP:Iteration 12Q (159595.940000 sec): 3 clusters
  Score: Raw -65196.319687 + Penalty 2184.854683 = -63011.465004
  nChanged 7
		SP:Iteration 13Q (159596.090000 sec): 3 clusters
  Score: Raw -65200.203526 + Penalty 2184.854683 = -63015.348843
  nChanged 1
		SP:Iteration 14Q (159596.230000 sec): 3 clusters
  Score: Raw -65200.673453 + Penalty 2184.854683 = -63015.818770
  nChanged 2
		SP:Iteration 15Q (159596.380000 sec): 3 clusters
  Score: Raw -65203.008139 + Penalty 2184.854683 = -63018.153456
  nChanged 0
		SP:Iteration 16F (159596.520000 sec): 3 clusters
  Score: Raw -65203.008139 + Penalty 2184.854683 = -63018.153456
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 83 (2824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159596.580000 sec): 2 clusters
  Score: Raw -226870.067544 + Penalty 1291.210310 = -225578.857234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159596.720000 sec): 3 clusters
  Score: Raw -225538.811110 + Penalty 2582.420620 = -222956.390491
  nChanged 1090
		SP:Iteration 1F (159596.870000 sec): 3 clusters
  Score: Raw -226210.317943 + Penalty 2582.420620 = -223627.897323
  nChanged 254
		SP:Iteration 2F (159597.010000 sec): 3 clusters
  Score: Raw -226439.315088 + Penalty 2582.420620 = -223856.894468
  nChanged 232
		SP:Iteration 3F (159597.160000 sec): 3 clusters
  Score: Raw -226706.702519 + Penalty 2582.420620 = -224124.281900
  nChanged 213
		SP:Iteration 4F (159597.300000 sec): 3 clusters
  Score: Raw -226962.470827 + Penalty 2582.420620 = -224380.050208
  nChanged 185
		SP:Iteration 5F (159597.440000 sec): 3 clusters
  Score: Raw -227130.975158 + Penalty 2582.420620 = -224548.554538
  nChanged 119
		SP:Iteration 6Q (159597.580000 sec): 3 clusters
  Score: Raw -227235.751460 + Penalty 2582.420620 = -224653.330840
  nChanged 80
		SP:Iteration 7Q (159597.740000 sec): 3 clusters
  Score: Raw -227305.529453 + Penalty 2582.420620 = -224723.108833
  nChanged 70
		SP:Iteration 8Q (159597.880000 sec): 3 clusters
  Score: Raw -227363.847628 + Penalty 2582.420620 = -224781.427008
  nChanged 61
		SP:Iteration 9Q (159598.020000 sec): 3 clusters
  Score: Raw -227409.605717 + Penalty 2582.420620 = -224827.185098
  nChanged 49
		SP:Iteration 10Q (159598.200000 sec): 3 clusters
  Score: Raw -227445.130566 + Penalty 2582.420620 = -224862.709947
  nChanged 27
		SP:Iteration 11Q (159598.370000 sec): 3 clusters
  Score: Raw -227459.989059 + Penalty 2582.420620 = -224877.568439
  nChanged 26
		SP:Iteration 12Q (159598.540000 sec): 3 clusters
  Score: Raw -227472.695447 + Penalty 2582.420620 = -224890.274827
  nChanged 18
		SP:Iteration 13Q (159598.700000 sec): 3 clusters
  Score: Raw -227483.828319 + Penalty 2582.420620 = -224901.407700
  nChanged 11
		SP:Iteration 14Q (159598.860000 sec): 3 clusters
  Score: Raw -227487.859581 + Penalty 2582.420620 = -224905.438962
  nChanged 8
		SP:Iteration 15Q (159599.020000 sec): 3 clusters
  Score: Raw -227491.317362 + Penalty 2582.420620 = -224908.896742
  nChanged 7
		SP:Iteration 16Q (159599.200000 sec): 3 clusters
  Score: Raw -227495.017867 + Penalty 2582.420620 = -224912.597247
  nChanged 8
		SP:Iteration 17Q (159599.340000 sec): 3 clusters
  Score: Raw -227499.321638 + Penalty 2582.420620 = -224916.901018
  nChanged 8
		SP:Iteration 18Q (159599.500000 sec): 3 clusters
  Score: Raw -227502.330730 + Penalty 2582.420620 = -224919.910110
  nChanged 5
		SP:Iteration 19Q (159599.660000 sec): 3 clusters
  Score: Raw -227504.345814 + Penalty 2582.420620 = -224921.925194
  nChanged 3
		SP:Iteration 20F (159599.790000 sec): 3 clusters
  Score: Raw -227505.888154 + Penalty 2582.420620 = -224923.467534
  nChanged 5
		SP:Iteration 21Q (159599.940000 sec): 3 clusters
  Score: Raw -227507.878322 + Penalty 2582.420620 = -224925.457703
  nChanged 4
		SP:Iteration 22Q (159600.080000 sec): 3 clusters
  Score: Raw -227509.278454 + Penalty 2582.420620 = -224926.857834
  nChanged 2
		SP:Iteration 23Q (159600.220000 sec): 3 clusters
  Score: Raw -227510.232889 + Penalty 2582.420620 = -224927.812269
  nChanged 2
		SP:Iteration 24Q (159600.360000 sec): 3 clusters
  Score: Raw -227511.729459 + Penalty 2582.420620 = -224929.308839
  nChanged 3
		SP:Iteration 25Q (159600.500000 sec): 3 clusters
  Score: Raw -227513.039515 + Penalty 2582.420620 = -224930.618896
  nChanged 1
		SP:Iteration 26Q (159600.660000 sec): 3 clusters
  Score: Raw -227513.207975 + Penalty 2582.420620 = -224930.787356
  nChanged 0
		SP:Iteration 27F (159600.800000 sec): 3 clusters
  Score: Raw -227513.207975 + Penalty 2582.420620 = -224930.787356
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 84 (2517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159600.860000 sec): 2 clusters
  Score: Raw -207553.626750 + Penalty 1272.508737 = -206281.118014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159601.000000 sec): 3 clusters
  Score: Raw -206443.234693 + Penalty 2545.017473 = -203898.217219
  nChanged 937
		SP:Iteration 1F (159601.150000 sec): 3 clusters
  Score: Raw -207191.523240 + Penalty 2545.017473 = -204646.505767
  nChanged 281
		SP:Iteration 2F (159601.280000 sec): 3 clusters
  Score: Raw -207517.042204 + Penalty 2545.017473 = -204972.024730
  nChanged 191
		SP:Iteration 3F (159601.420000 sec): 3 clusters
  Score: Raw -207698.735838 + Penalty 2545.017473 = -205153.718364
  nChanged 136
		SP:Iteration 4F (159601.570000 sec): 3 clusters
  Score: Raw -207831.490546 + Penalty 2545.017473 = -205286.473073
  nChanged 107
		SP:Iteration 5Q (159601.710000 sec): 3 clusters
  Score: Raw -207917.669286 + Penalty 2545.017473 = -205372.651812
  nChanged 71
		SP:Iteration 6Q (159601.870000 sec): 3 clusters
  Score: Raw -207967.474027 + Penalty 2545.017473 = -205422.456554
  nChanged 41
		SP:Iteration 7Q (159601.970000 sec): 3 clusters
  Score: Raw -207998.852741 + Penalty 2545.017473 = -205453.835267
  nChanged 37
		SP:Iteration 8Q (159602.080000 sec): 3 clusters
  Score: Raw -208030.567769 + Penalty 2545.017473 = -205485.550296
  nChanged 35
		SP:Iteration 9Q (159602.190000 sec): 3 clusters
  Score: Raw -208053.778769 + Penalty 2545.017473 = -205508.761295
  nChanged 33
		SP:Iteration 10Q (159602.310000 sec): 3 clusters
  Score: Raw -208077.101152 + Penalty 2545.017473 = -205532.083678
  nChanged 37
		SP:Iteration 11Q (159602.430000 sec): 3 clusters
  Score: Raw -208102.730859 + Penalty 2545.017473 = -205557.713386
  nChanged 25
		SP:Iteration 12Q (159602.530000 sec): 3 clusters
  Score: Raw -208116.222044 + Penalty 2545.017473 = -205571.204571
  nChanged 18
		SP:Iteration 13Q (159602.640000 sec): 3 clusters
  Score: Raw -208122.946063 + Penalty 2545.017473 = -205577.928589
  nChanged 10
		SP:Iteration 14Q (159602.750000 sec): 3 clusters
  Score: Raw -208126.535181 + Penalty 2545.017473 = -205581.517707
  nChanged 8
		SP:Iteration 15Q (159602.870000 sec): 3 clusters
  Score: Raw -208131.733748 + Penalty 2545.017473 = -205586.716275
  nChanged 8
		SP:Iteration 16Q (159602.970000 sec): 3 clusters
  Score: Raw -208136.872178 + Penalty 2545.017473 = -205591.854704
  nChanged 10
		SP:Iteration 17Q (159603.090000 sec): 3 clusters
  Score: Raw -208141.797264 + Penalty 2545.017473 = -205596.779790
  nChanged 9
		SP:Iteration 18Q (159603.200000 sec): 3 clusters
  Score: Raw -208145.357875 + Penalty 2545.017473 = -205600.340401
  nChanged 8
		SP:Iteration 19Q (159603.310000 sec): 3 clusters
  Score: Raw -208149.398327 + Penalty 2545.017473 = -205604.380853
  nChanged 6
		SP:Iteration 20F (159603.430000 sec): 3 clusters
  Score: Raw -208152.009193 + Penalty 2545.017473 = -205606.991719
  nChanged 5
		SP:Iteration 21Q (159603.540000 sec): 3 clusters
  Score: Raw -208154.352037 + Penalty 2545.017473 = -205609.334564
  nChanged 5
		SP:Iteration 22Q (159603.670000 sec): 3 clusters
  Score: Raw -208157.351204 + Penalty 2545.017473 = -205612.333731
  nChanged 8
		SP:Iteration 23Q (159603.800000 sec): 3 clusters
  Score: Raw -208162.226553 + Penalty 2545.017473 = -205617.209079
  nChanged 13
		SP:Iteration 24Q (159603.920000 sec): 3 clusters
  Score: Raw -208167.967092 + Penalty 2545.017473 = -205622.949618
  nChanged 12
		SP:Iteration 25Q (159604.050000 sec): 3 clusters
  Score: Raw -208174.175794 + Penalty 2545.017473 = -205629.158321
  nChanged 13
		SP:Iteration 26Q (159604.180000 sec): 3 clusters
  Score: Raw -208180.164951 + Penalty 2545.017473 = -205635.147478
  nChanged 8
		SP:Iteration 27Q (159604.320000 sec): 3 clusters
  Score: Raw -208183.791802 + Penalty 2545.017473 = -205638.774328
  nChanged 6
		SP:Iteration 28Q (159604.470000 sec): 3 clusters
  Score: Raw -208186.297440 + Penalty 2545.017473 = -205641.279967
  nChanged 5
		SP:Iteration 29Q (159604.610000 sec): 3 clusters
  Score: Raw -208187.829266 + Penalty 2545.017473 = -205642.811793
  nChanged 2
		SP:Iteration 30Q (159604.760000 sec): 3 clusters
  Score: Raw -208188.741108 + Penalty 2545.017473 = -205643.723635
  nChanged 4
		SP:Iteration 31Q (159604.900000 sec): 3 clusters
  Score: Raw -208190.464873 + Penalty 2545.017473 = -205645.447400
  nChanged 6
		SP:Iteration 32Q (159605.060000 sec): 3 clusters
  Score: Raw -208193.229150 + Penalty 2545.017473 = -205648.211676
  nChanged 6
		SP:Iteration 33Q (159605.220000 sec): 3 clusters
  Score: Raw -208195.385826 + Penalty 2545.017473 = -205650.368353
  nChanged 5
		SP:Iteration 34Q (159605.380000 sec): 3 clusters
  Score: Raw -208197.349654 + Penalty 2545.017473 = -205652.332181
  nChanged 4
		SP:Iteration 35Q (159605.540000 sec): 3 clusters
  Score: Raw -208199.926831 + Penalty 2545.017473 = -205654.909357
  nChanged 6
		SP:Iteration 36Q (159605.680000 sec): 3 clusters
  Score: Raw -208203.925341 + Penalty 2545.017473 = -205658.907868
  nChanged 6
		SP:Iteration 37Q (159605.820000 sec): 3 clusters
  Score: Raw -208206.246812 + Penalty 2545.017473 = -205661.229339
  nChanged 6
		SP:Iteration 38Q (159605.960000 sec): 3 clusters
  Score: Raw -208209.008517 + Penalty 2545.017473 = -205663.991044
  nChanged 6
		SP:Iteration 39Q (159606.100000 sec): 3 clusters
  Score: Raw -208210.725574 + Penalty 2545.017473 = -205665.708100
  nChanged 5
		SP:Iteration 40F (159606.240000 sec): 3 clusters
  Score: Raw -208212.065377 + Penalty 2545.017473 = -205667.047903
  nChanged 2
		SP:Iteration 41Q (159606.400000 sec): 3 clusters
  Score: Raw -208212.312397 + Penalty 2545.017473 = -205667.294924
  nChanged 0
		SP:Iteration 42F (159606.530000 sec): 3 clusters
  Score: Raw -208212.312397 + Penalty 2545.017473 = -205667.294924
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 85 (7217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159606.640000 sec): 2 clusters
  Score: Raw -696822.319700 + Penalty 1443.681628 = -695378.638072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159606.820000 sec): 3 clusters
  Score: Raw -692879.701961 + Penalty 2887.363256 = -689992.338706
  nChanged 3041
		SP:Iteration 1F (159606.990000 sec): 3 clusters
  Score: Raw -694554.079222 + Penalty 2887.363256 = -691666.715967
  nChanged 532
		SP:Iteration 2F (159607.160000 sec): 3 clusters
  Score: Raw -694854.225238 + Penalty 2887.363256 = -691966.861982
  nChanged 436
		SP:Iteration 3F (159607.320000 sec): 3 clusters
  Score: Raw -695103.239217 + Penalty 2887.363256 = -692215.875961
  nChanged 394
		SP:Iteration 4F (159607.490000 sec): 3 clusters
  Score: Raw -695332.587423 + Penalty 2887.363256 = -692445.224167
  nChanged 362
		SP:Iteration 5F (159607.690000 sec): 3 clusters
  Score: Raw -695561.129904 + Penalty 2887.363256 = -692673.766648
  nChanged 371
		SP:Iteration 6F (159607.860000 sec): 3 clusters
  Score: Raw -695777.440437 + Penalty 2887.363256 = -692890.077181
  nChanged 352
		SP:Iteration 7Q (159608.030000 sec): 3 clusters
  Score: Raw -696005.197147 + Penalty 2887.363256 = -693117.833892
  nChanged 344
		SP:Iteration 8Q (159608.200000 sec): 3 clusters
  Score: Raw -696208.484868 + Penalty 2887.363256 = -693321.121612
  nChanged 286
		SP:Iteration 9Q (159608.370000 sec): 3 clusters
  Score: Raw -696367.196865 + Penalty 2887.363256 = -693479.833609
  nChanged 235
		SP:Iteration 10Q (159608.560000 sec): 3 clusters
  Score: Raw -696489.409888 + Penalty 2887.363256 = -693602.046632
  nChanged 189
		SP:Iteration 11Q (159608.730000 sec): 3 clusters
  Score: Raw -696593.502738 + Penalty 2887.363256 = -693706.139482
  nChanged 179
		SP:Iteration 12Q (159608.880000 sec): 3 clusters
  Score: Raw -696692.797838 + Penalty 2887.363256 = -693805.434583
  nChanged 141
		SP:Iteration 13Q (159609.030000 sec): 3 clusters
  Score: Raw -696772.701250 + Penalty 2887.363256 = -693885.337994
  nChanged 104
		SP:Iteration 14Q (159609.190000 sec): 3 clusters
  Score: Raw -696837.846931 + Penalty 2887.363256 = -693950.483675
  nChanged 76
		SP:Iteration 15Q (159609.340000 sec): 3 clusters
  Score: Raw -696887.320968 + Penalty 2887.363256 = -693999.957713
  nChanged 80
		SP:Iteration 16Q (159609.510000 sec): 3 clusters
  Score: Raw -696936.251380 + Penalty 2887.363256 = -694048.888124
  nChanged 62
		SP:Iteration 17Q (159609.680000 sec): 3 clusters
  Score: Raw -696984.840278 + Penalty 2887.363256 = -694097.477022
  nChanged 63
		SP:Iteration 18Q (159609.850000 sec): 3 clusters
  Score: Raw -697044.999747 + Penalty 2887.363256 = -694157.636491
  nChanged 64
		SP:Iteration 19Q (159610.020000 sec): 3 clusters
  Score: Raw -697106.409087 + Penalty 2887.363256 = -694219.045831
  nChanged 60
		SP:Iteration 20F (159610.190000 sec): 3 clusters
  Score: Raw -697170.024717 + Penalty 2887.363256 = -694282.661461
  nChanged 53
		SP:Iteration 21Q (159610.350000 sec): 3 clusters
  Score: Raw -697218.842306 + Penalty 2887.363256 = -694331.479051
  nChanged 41
		SP:Iteration 22Q (159610.520000 sec): 3 clusters
  Score: Raw -697245.662881 + Penalty 2887.363256 = -694358.299625
  nChanged 25
		SP:Iteration 23Q (159610.730000 sec): 3 clusters
  Score: Raw -697263.629840 + Penalty 2887.363256 = -694376.266585
  nChanged 18
		SP:Iteration 24Q (159610.930000 sec): 3 clusters
  Score: Raw -697275.659904 + Penalty 2887.363256 = -694388.296648
  nChanged 15
		SP:Iteration 25Q (159611.090000 sec): 3 clusters
  Score: Raw -697284.198161 + Penalty 2887.363256 = -694396.834906
  nChanged 11
		SP:Iteration 26Q (159611.270000 sec): 3 clusters
  Score: Raw -697290.936782 + Penalty 2887.363256 = -694403.573526
  nChanged 11
		SP:Iteration 27Q (159611.430000 sec): 3 clusters
  Score: Raw -697296.844913 + Penalty 2887.363256 = -694409.481657
  nChanged 5
		SP:Iteration 28Q (159611.610000 sec): 3 clusters
  Score: Raw -697299.862598 + Penalty 2887.363256 = -694412.499342
  nChanged 2
		SP:Iteration 29Q (159611.770000 sec): 3 clusters
  Score: Raw -697301.117597 + Penalty 2887.363256 = -694413.754342
  nChanged 4
		SP:Iteration 30Q (159611.940000 sec): 3 clusters
  Score: Raw -697303.056205 + Penalty 2887.363256 = -694415.692949
  nChanged 7
		SP:Iteration 31Q (159612.110000 sec): 3 clusters
  Score: Raw -697305.349425 + Penalty 2887.363256 = -694417.986169
  nChanged 0
		SP:Iteration 32F (159612.270000 sec): 3 clusters
  Score: Raw -697305.349425 + Penalty 2887.363256 = -694417.986169
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 86 (4396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159612.380000 sec): 2 clusters
  Score: Raw -366599.604138 + Penalty 1363.123176 = -365236.480962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159612.530000 sec): 3 clusters
  Score: Raw -364444.092133 + Penalty 2726.246353 = -361717.845781
  nChanged 1785
		SP:Iteration 1F (159612.670000 sec): 3 clusters
  Score: Raw -366005.207260 + Penalty 2726.246353 = -363278.960907
  nChanged 533
		SP:Iteration 2F (159612.810000 sec): 3 clusters
  Score: Raw -366623.675421 + Penalty 2726.246353 = -363897.429068
  nChanged 378
		SP:Iteration 3F (159612.950000 sec): 3 clusters
  Score: Raw -366936.236649 + Penalty 2726.246353 = -364209.990296
  nChanged 242
		SP:Iteration 4F (159613.090000 sec): 3 clusters
  Score: Raw -367116.565564 + Penalty 2726.246353 = -364390.319211
  nChanged 160
		SP:Iteration 5Q (159613.230000 sec): 3 clusters
  Score: Raw -367205.416581 + Penalty 2726.246353 = -364479.170228
  nChanged 121
		SP:Iteration 6Q (159613.380000 sec): 3 clusters
  Score: Raw -367268.384758 + Penalty 2726.246353 = -364542.138405
  nChanged 92
		SP:Iteration 7Q (159613.520000 sec): 3 clusters
  Score: Raw -367307.127270 + Penalty 2726.246353 = -364580.880917
  nChanged 83
		SP:Iteration 8Q (159613.670000 sec): 3 clusters
  Score: Raw -367347.195218 + Penalty 2726.246353 = -364620.948865
  nChanged 55
		SP:Iteration 9Q (159613.810000 sec): 3 clusters
  Score: Raw -367365.953306 + Penalty 2726.246353 = -364639.706954
  nChanged 46
		SP:Iteration 10Q (159613.950000 sec): 3 clusters
  Score: Raw -367380.354280 + Penalty 2726.246353 = -364654.107928
  nChanged 34
		SP:Iteration 11Q (159614.100000 sec): 3 clusters
  Score: Raw -367388.739141 + Penalty 2726.246353 = -364662.492789
  nChanged 22
		SP:Iteration 12Q (159614.260000 sec): 3 clusters
  Score: Raw -367393.483033 + Penalty 2726.246353 = -364667.236680
  nChanged 14
		SP:Iteration 13Q (159614.420000 sec): 3 clusters
  Score: Raw -367396.124096 + Penalty 2726.246353 = -364669.877743
  nChanged 11
		SP:Iteration 14Q (159614.570000 sec): 3 clusters
  Score: Raw -367398.109570 + Penalty 2726.246353 = -364671.863218
  nChanged 7
		SP:Iteration 15Q (159614.720000 sec): 3 clusters
  Score: Raw -367400.365817 + Penalty 2726.246353 = -364674.119464
  nChanged 8
		SP:Iteration 16Q (159614.880000 sec): 3 clusters
  Score: Raw -367402.739706 + Penalty 2726.246353 = -364676.493353
  nChanged 7
		SP:Iteration 17Q (159615.040000 sec): 3 clusters
  Score: Raw -367405.257128 + Penalty 2726.246353 = -364679.010775
  nChanged 11
		SP:Iteration 18Q (159615.210000 sec): 3 clusters
  Score: Raw -367411.688375 + Penalty 2726.246353 = -364685.442023
  nChanged 21
		SP:Iteration 19Q (159615.370000 sec): 3 clusters
  Score: Raw -367418.290182 + Penalty 2726.246353 = -364692.043830
  nChanged 14
		SP:Iteration 20F (159615.510000 sec): 3 clusters
  Score: Raw -367421.087008 + Penalty 2726.246353 = -364694.840655
  nChanged 9
		SP:Iteration 21Q (159615.660000 sec): 3 clusters
  Score: Raw -367423.686364 + Penalty 2726.246353 = -364697.440011
  nChanged 12
		SP:Iteration 22Q (159615.800000 sec): 3 clusters
  Score: Raw -367426.912213 + Penalty 2726.246353 = -364700.665860
  nChanged 9
		SP:Iteration 23Q (159615.950000 sec): 3 clusters
  Score: Raw -367429.508537 + Penalty 2726.246353 = -364703.262184
  nChanged 12
		SP:Iteration 24Q (159616.090000 sec): 3 clusters
  Score: Raw -367432.247341 + Penalty 2726.246353 = -364706.000989
  nChanged 11
		SP:Iteration 25Q (159616.230000 sec): 3 clusters
  Score: Raw -367436.888904 + Penalty 2726.246353 = -364710.642551
  nChanged 11
		SP:Iteration 26Q (159616.380000 sec): 3 clusters
  Score: Raw -367439.501825 + Penalty 2726.246353 = -364713.255472
  nChanged 9
		SP:Iteration 27Q (159616.530000 sec): 3 clusters
  Score: Raw -367443.816244 + Penalty 2726.246353 = -364717.569892
  nChanged 7
		SP:Iteration 28Q (159616.690000 sec): 3 clusters
  Score: Raw -367445.439047 + Penalty 2726.246353 = -364719.192694
  nChanged 4
		SP:Iteration 29Q (159616.850000 sec): 3 clusters
  Score: Raw -367446.113826 + Penalty 2726.246353 = -364719.867473
  nChanged 3
		SP:Iteration 30Q (159617.000000 sec): 3 clusters
  Score: Raw -367447.149828 + Penalty 2726.246353 = -364720.903476
  nChanged 4
		SP:Iteration 31Q (159617.160000 sec): 3 clusters
  Score: Raw -367448.021670 + Penalty 2726.246353 = -364721.775318
  nChanged 5
		SP:Iteration 32Q (159617.320000 sec): 3 clusters
  Score: Raw -367449.250504 + Penalty 2726.246353 = -364723.004151
  nChanged 3
		SP:Iteration 33Q (159617.490000 sec): 3 clusters
  Score: Raw -367449.723065 + Penalty 2726.246353 = -364723.476712
  nChanged 0
		SP:Iteration 34F (159617.660000 sec): 3 clusters
  Score: Raw -367449.723065 + Penalty 2726.246353 = -364723.476712
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 87 (2221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159617.720000 sec): 2 clusters
  Score: Raw -181924.195878 + Penalty 1252.178334 = -180672.017545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159617.900000 sec): 3 clusters
  Score: Raw -181002.033704 + Penalty 2504.356668 = -178497.677037
  nChanged 769
		SP:Iteration 1F (159617.940000 sec): 3 clusters
  Score: Raw -181561.505454 + Penalty 2504.356668 = -179057.148786
  nChanged 215
		SP:Iteration 2F (159617.980000 sec): 3 clusters
  Score: Raw -181795.259849 + Penalty 2504.356668 = -179290.903181
  nChanged 147
		SP:Iteration 3F (159618.020000 sec): 3 clusters
  Score: Raw -181955.558654 + Penalty 2504.356668 = -179451.201986
  nChanged 108
		SP:Iteration 4Q (159618.060000 sec): 3 clusters
  Score: Raw -182069.077872 + Penalty 2504.356668 = -179564.721204
  nChanged 82
		SP:Iteration 5Q (159618.100000 sec): 3 clusters
  Score: Raw -182152.814141 + Penalty 2504.356668 = -179648.457473
  nChanged 75
		SP:Iteration 6Q (159618.150000 sec): 3 clusters
  Score: Raw -182222.302758 + Penalty 2504.356668 = -179717.946090
  nChanged 76
		SP:Iteration 7Q (159618.190000 sec): 3 clusters
  Score: Raw -182301.370321 + Penalty 2504.356668 = -179797.013653
  nChanged 78
		SP:Iteration 8Q (159618.230000 sec): 3 clusters
  Score: Raw -182368.916699 + Penalty 2504.356668 = -179864.560031
  nChanged 72
		SP:Iteration 9Q (159618.270000 sec): 3 clusters
  Score: Raw -182432.404544 + Penalty 2504.356668 = -179928.047877
  nChanged 65
		SP:Iteration 10Q (159618.310000 sec): 3 clusters
  Score: Raw -182494.488683 + Penalty 2504.356668 = -179990.132016
  nChanged 47
		SP:Iteration 11Q (159618.360000 sec): 3 clusters
  Score: Raw -182528.849423 + Penalty 2504.356668 = -180024.492755
  nChanged 47
		SP:Iteration 12Q (159618.400000 sec): 3 clusters
  Score: Raw -182567.160139 + Penalty 2504.356668 = -180062.803471
  nChanged 41
		SP:Iteration 13Q (159618.440000 sec): 3 clusters
  Score: Raw -182602.301210 + Penalty 2504.356668 = -180097.944543
  nChanged 31
		SP:Iteration 14Q (159618.490000 sec): 3 clusters
  Score: Raw -182620.223330 + Penalty 2504.356668 = -180115.866662
  nChanged 16
		SP:Iteration 15Q (159618.530000 sec): 3 clusters
  Score: Raw -182629.065697 + Penalty 2504.356668 = -180124.709030
  nChanged 13
		SP:Iteration 16Q (159618.570000 sec): 3 clusters
  Score: Raw -182637.595178 + Penalty 2504.356668 = -180133.238510
  nChanged 11
		SP:Iteration 17Q (159618.610000 sec): 3 clusters
  Score: Raw -182644.968469 + Penalty 2504.356668 = -180140.611801
  nChanged 8
		SP:Iteration 18Q (159618.650000 sec): 3 clusters
  Score: Raw -182649.217486 + Penalty 2504.356668 = -180144.860818
  nChanged 7
		SP:Iteration 19Q (159618.810000 sec): 3 clusters
  Score: Raw -182652.695081 + Penalty 2504.356668 = -180148.338413
  nChanged 11
		SP:Iteration 20F (159618.960000 sec): 3 clusters
  Score: Raw -182659.001430 + Penalty 2504.356668 = -180154.644762
  nChanged 9
		SP:Iteration 21Q (159619.100000 sec): 3 clusters
  Score: Raw -182662.511480 + Penalty 2504.356668 = -180158.154812
  nChanged 6
		SP:Iteration 22Q (159619.250000 sec): 3 clusters
  Score: Raw -182665.384202 + Penalty 2504.356668 = -180161.027534
  nChanged 2
		SP:Iteration 23Q (159619.400000 sec): 3 clusters
  Score: Raw -182665.934628 + Penalty 2504.356668 = -180161.577960
  nChanged 1
		SP:Iteration 24Q (159619.560000 sec): 3 clusters
  Score: Raw -182666.131424 + Penalty 2504.356668 = -180161.774757
  nChanged 2
		SP:Iteration 25Q (159619.720000 sec): 3 clusters
  Score: Raw -182666.549504 + Penalty 2504.356668 = -180162.192836
  nChanged 1
		SP:Iteration 26Q (159619.890000 sec): 3 clusters
  Score: Raw -182666.688570 + Penalty 2504.356668 = -180162.331902
  nChanged 0
		SP:Iteration 27F (159620.060000 sec): 3 clusters
  Score: Raw -182666.688570 + Penalty 2504.356668 = -180162.331902
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 88 (6285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159620.240000 sec): 2 clusters
  Score: Raw -541779.047489 + Penalty 1421.212182 = -540357.835307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159620.460000 sec): 3 clusters
  Score: Raw -538443.696235 + Penalty 2842.424364 = -535601.271870
  nChanged 2611
		SP:Iteration 1F (159620.560000 sec): 3 clusters
  Score: Raw -540005.496597 + Penalty 2842.424364 = -537163.072232
  nChanged 533
		SP:Iteration 2F (159620.710000 sec): 3 clusters
  Score: Raw -540362.080791 + Penalty 2842.424364 = -537519.656427
  nChanged 404
		SP:Iteration 3F (159620.860000 sec): 3 clusters
  Score: Raw -540617.512027 + Penalty 2842.424364 = -537775.087663
  nChanged 299
		SP:Iteration 4Q (159621.000000 sec): 3 clusters
  Score: Raw -540829.283019 + Penalty 2842.424364 = -537986.858654
  nChanged 309
		SP:Iteration 5Q (159621.200000 sec): 3 clusters
  Score: Raw -541033.348810 + Penalty 2842.424364 = -538190.924445
  nChanged 271
		SP:Iteration 6Q (159621.350000 sec): 3 clusters
  Score: Raw -541201.400534 + Penalty 2842.424364 = -538358.976170
  nChanged 260
		SP:Iteration 7Q (159621.500000 sec): 3 clusters
  Score: Raw -541357.806536 + Penalty 2842.424364 = -538515.382171
  nChanged 252
		SP:Iteration 8Q (159621.680000 sec): 3 clusters
  Score: Raw -541515.026923 + Penalty 2842.424364 = -538672.602559
  nChanged 228
		SP:Iteration 9Q (159621.810000 sec): 3 clusters
  Score: Raw -541660.108074 + Penalty 2842.424364 = -538817.683710
  nChanged 208
		SP:Iteration 10Q (159622.000000 sec): 3 clusters
  Score: Raw -541790.058555 + Penalty 2842.424364 = -538947.634191
  nChanged 190
		SP:Iteration 11Q (159622.210000 sec): 3 clusters
  Score: Raw -541886.969780 + Penalty 2842.424364 = -539044.545415
  nChanged 143
		SP:Iteration 12Q (159622.430000 sec): 3 clusters
  Score: Raw -541959.774976 + Penalty 2842.424364 = -539117.350611
  nChanged 129
		SP:Iteration 13Q (159622.590000 sec): 3 clusters
  Score: Raw -542013.335853 + Penalty 2842.424364 = -539170.911489
  nChanged 95
		SP:Iteration 14Q (159622.730000 sec): 3 clusters
  Score: Raw -542047.256471 + Penalty 2842.424364 = -539204.832107
  nChanged 62
		SP:Iteration 15Q (159622.870000 sec): 3 clusters
  Score: Raw -542065.928148 + Penalty 2842.424364 = -539223.503784
  nChanged 45
		SP:Iteration 16Q (159623.010000 sec): 3 clusters
  Score: Raw -542079.201668 + Penalty 2842.424364 = -539236.777304
  nChanged 41
		SP:Iteration 17Q (159623.150000 sec): 3 clusters
  Score: Raw -542090.358256 + Penalty 2842.424364 = -539247.933891
  nChanged 24
		SP:Iteration 18Q (159623.290000 sec): 3 clusters
  Score: Raw -542096.540783 + Penalty 2842.424364 = -539254.116418
  nChanged 21
		SP:Iteration 19Q (159623.440000 sec): 3 clusters
  Score: Raw -542101.283700 + Penalty 2842.424364 = -539258.859336
  nChanged 17
		SP:Iteration 20F (159623.570000 sec): 3 clusters
  Score: Raw -542105.380895 + Penalty 2842.424364 = -539262.956531
  nChanged 17
		SP:Iteration 21Q (159623.730000 sec): 3 clusters
  Score: Raw -542108.531578 + Penalty 2842.424364 = -539266.107213
  nChanged 10
		SP:Iteration 22Q (159623.920000 sec): 3 clusters
  Score: Raw -542110.932834 + Penalty 2842.424364 = -539268.508470
  nChanged 12
		SP:Iteration 23Q (159624.050000 sec): 3 clusters
  Score: Raw -542113.430586 + Penalty 2842.424364 = -539271.006221
  nChanged 12
		SP:Iteration 24Q (159624.230000 sec): 3 clusters
  Score: Raw -542115.563276 + Penalty 2842.424364 = -539273.138911
  nChanged 11
		SP:Iteration 25Q (159624.420000 sec): 3 clusters
  Score: Raw -542117.182871 + Penalty 2842.424364 = -539274.758506
  nChanged 9
		SP:Iteration 26Q (159624.570000 sec): 3 clusters
  Score: Raw -542118.550159 + Penalty 2842.424364 = -539276.125795
  nChanged 8
		SP:Iteration 27Q (159624.720000 sec): 3 clusters
  Score: Raw -542120.153867 + Penalty 2842.424364 = -539277.729502
  nChanged 11
		SP:Iteration 28Q (159624.930000 sec): 3 clusters
  Score: Raw -542122.796373 + Penalty 2842.424364 = -539280.372009
  nChanged 11
		SP:Iteration 29Q (159625.120000 sec): 3 clusters
  Score: Raw -542124.801768 + Penalty 2842.424364 = -539282.377403
  nChanged 10
		SP:Iteration 30Q (159625.270000 sec): 3 clusters
  Score: Raw -542126.556648 + Penalty 2842.424364 = -539284.132284
  nChanged 4
		SP:Iteration 31Q (159625.420000 sec): 3 clusters
  Score: Raw -542127.664735 + Penalty 2842.424364 = -539285.240371
  nChanged 6
		SP:Iteration 32Q (159625.660000 sec): 3 clusters
  Score: Raw -542129.078203 + Penalty 2842.424364 = -539286.653839
  nChanged 5
		SP:Iteration 33Q (159625.810000 sec): 3 clusters
  Score: Raw -542129.814395 + Penalty 2842.424364 = -539287.390031
  nChanged 5
		SP:Iteration 34Q (159625.950000 sec): 3 clusters
  Score: Raw -542131.193062 + Penalty 2842.424364 = -539288.768697
  nChanged 6
		SP:Iteration 35Q (159626.130000 sec): 3 clusters
  Score: Raw -542131.846496 + Penalty 2842.424364 = -539289.422132
  nChanged 6
		SP:Iteration 36Q (159626.310000 sec): 3 clusters
  Score: Raw -542133.368820 + Penalty 2842.424364 = -539290.944456
  nChanged 11
		SP:Iteration 37Q (159626.480000 sec): 3 clusters
  Score: Raw -542135.484080 + Penalty 2842.424364 = -539293.059716
  nChanged 8
		SP:Iteration 38Q (159626.620000 sec): 3 clusters
  Score: Raw -542137.502207 + Penalty 2842.424364 = -539295.077842
  nChanged 8
		SP:Iteration 39Q (159626.760000 sec): 3 clusters
  Score: Raw -542139.450413 + Penalty 2842.424364 = -539297.026049
  nChanged 12
		SP:Iteration 40F (159626.900000 sec): 3 clusters
  Score: Raw -542140.958256 + Penalty 2842.424364 = -539298.533892
  nChanged 5
		SP:Iteration 41Q (159627.040000 sec): 3 clusters
  Score: Raw -542141.614858 + Penalty 2842.424364 = -539299.190494
  nChanged 4
		SP:Iteration 42Q (159627.180000 sec): 3 clusters
  Score: Raw -542142.163924 + Penalty 2842.424364 = -539299.739559
  nChanged 1
		SP:Iteration 43Q (159627.320000 sec): 3 clusters
  Score: Raw -542142.245072 + Penalty 2842.424364 = -539299.820708
  nChanged 0
		SP:Iteration 44F (159627.530000 sec): 3 clusters
  Score: Raw -542142.245072 + Penalty 2842.424364 = -539299.820708
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 89 (9991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159627.680000 sec): 2 clusters
  Score: Raw -914314.707830 + Penalty 1496.533995 = -912818.173835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159627.870000 sec): 3 clusters
  Score: Raw -908602.562509 + Penalty 2993.067989 = -905609.494519
  nChanged 4299
		SP:Iteration 1F (159628.100000 sec): 3 clusters
  Score: Raw -910893.184270 + Penalty 2993.067989 = -907900.116281
  nChanged 657
		SP:Iteration 2F (159628.290000 sec): 3 clusters
  Score: Raw -911224.772277 + Penalty 2993.067989 = -908231.704287
  nChanged 552
		SP:Iteration 3F (159628.490000 sec): 3 clusters
  Score: Raw -911492.637914 + Penalty 2993.067989 = -908499.569925
  nChanged 480
		SP:Iteration 4Q (159628.680000 sec): 3 clusters
  Score: Raw -911743.418845 + Penalty 2993.067989 = -908750.350856
  nChanged 509
		SP:Iteration 5F (159628.870000 sec): 3 clusters
  Score: Raw -911988.402678 + Penalty 2993.067989 = -908995.334689
  nChanged 418
		SP:Iteration 6Q (159629.060000 sec): 3 clusters
  Score: Raw -912191.090386 + Penalty 2993.067989 = -909198.022397
  nChanged 399
		SP:Iteration 7Q (159629.270000 sec): 3 clusters
  Score: Raw -912374.877098 + Penalty 2993.067989 = -909381.809109
  nChanged 359
		SP:Iteration 8Q (159629.480000 sec): 3 clusters
  Score: Raw -912537.891662 + Penalty 2993.067989 = -909544.823673
  nChanged 329
		SP:Iteration 9Q (159629.690000 sec): 3 clusters
  Score: Raw -912676.177825 + Penalty 2993.067989 = -909683.109836
  nChanged 342
		SP:Iteration 10Q (159629.900000 sec): 3 clusters
  Score: Raw -912834.590049 + Penalty 2993.067989 = -909841.522060
  nChanged 335
		SP:Iteration 11Q (159630.120000 sec): 3 clusters
  Score: Raw -912987.734929 + Penalty 2993.067989 = -909994.666940
  nChanged 361
		SP:Iteration 12Q (159630.400000 sec): 3 clusters
  Score: Raw -913179.125712 + Penalty 2993.067989 = -910186.057723
  nChanged 395
		SP:Iteration 13Q (159630.570000 sec): 3 clusters
  Score: Raw -913406.720521 + Penalty 2993.067989 = -910413.652531
  nChanged 364
		SP:Iteration 14Q (159630.780000 sec): 3 clusters
  Score: Raw -913625.687672 + Penalty 2993.067989 = -910632.619683
  nChanged 317
		SP:Iteration 15Q (159631.000000 sec): 3 clusters
  Score: Raw -913825.038352 + Penalty 2993.067989 = -910831.970363
  nChanged 260
		SP:Iteration 16Q (159631.280000 sec): 3 clusters
  Score: Raw -913994.473082 + Penalty 2993.067989 = -911001.405093
  nChanged 202
		SP:Iteration 17Q (159631.480000 sec): 3 clusters
  Score: Raw -914128.757179 + Penalty 2993.067989 = -911135.689189
  nChanged 135
		SP:Iteration 18Q (159631.670000 sec): 3 clusters
  Score: Raw -914224.141015 + Penalty 2993.067989 = -911231.073026
  nChanged 112
		SP:Iteration 19Q (159631.860000 sec): 3 clusters
  Score: Raw -914300.292446 + Penalty 2993.067989 = -911307.224457
  nChanged 88
		SP:Iteration 20F (159632.080000 sec): 3 clusters
  Score: Raw -914361.338291 + Penalty 2993.067989 = -911368.270302
  nChanged 46
		SP:Iteration 21Q (159632.230000 sec): 3 clusters
  Score: Raw -914391.574834 + Penalty 2993.067989 = -911398.506845
  nChanged 31
		SP:Iteration 22Q (159632.420000 sec): 3 clusters
  Score: Raw -914414.596648 + Penalty 2993.067989 = -911421.528659
  nChanged 31
		SP:Iteration 23Q (159632.580000 sec): 3 clusters
  Score: Raw -914437.052941 + Penalty 2993.067989 = -911443.984952
  nChanged 29
		SP:Iteration 24Q (159632.740000 sec): 3 clusters
  Score: Raw -914458.778651 + Penalty 2993.067989 = -911465.710661
  nChanged 24
		SP:Iteration 25Q (159632.900000 sec): 3 clusters
  Score: Raw -914478.957454 + Penalty 2993.067989 = -911485.889465
  nChanged 24
		SP:Iteration 26Q (159633.110000 sec): 3 clusters
  Score: Raw -914495.345952 + Penalty 2993.067989 = -911502.277963
  nChanged 16
		SP:Iteration 27Q (159633.260000 sec): 3 clusters
  Score: Raw -914506.320441 + Penalty 2993.067989 = -911513.252452
  nChanged 10
		SP:Iteration 28Q (159633.450000 sec): 3 clusters
  Score: Raw -914511.186839 + Penalty 2993.067989 = -911518.118850
  nChanged 4
		SP:Iteration 29Q (159633.610000 sec): 3 clusters
  Score: Raw -914514.460872 + Penalty 2993.067989 = -911521.392883
  nChanged 7
		SP:Iteration 30Q (159633.770000 sec): 3 clusters
  Score: Raw -914520.261123 + Penalty 2993.067989 = -911527.193134
  nChanged 10
		SP:Iteration 31Q (159633.970000 sec): 3 clusters
  Score: Raw -914527.999564 + Penalty 2993.067989 = -911534.931575
  nChanged 6
		SP:Iteration 32Q (159634.120000 sec): 3 clusters
  Score: Raw -914531.238101 + Penalty 2993.067989 = -911538.170112
  nChanged 2
		SP:Iteration 33Q (159634.300000 sec): 3 clusters
  Score: Raw -914532.254105 + Penalty 2993.067989 = -911539.186116
  nChanged 3
		SP:Iteration 34Q (159634.430000 sec): 3 clusters
  Score: Raw -914534.726873 + Penalty 2993.067989 = -911541.658884
  nChanged 4
		SP:Iteration 35Q (159634.700000 sec): 3 clusters
  Score: Raw -914539.831331 + Penalty 2993.067989 = -911546.763342
  nChanged 4
		SP:Iteration 36Q (159634.890000 sec): 3 clusters
  Score: Raw -914542.336932 + Penalty 2993.067989 = -911549.268943
  nChanged 1
		SP:Iteration 37Q (159635.150000 sec): 3 clusters
  Score: Raw -914542.661698 + Penalty 2993.067989 = -911549.593708
  nChanged 0
		SP:Iteration 38F (159635.350000 sec): 3 clusters
  Score: Raw -914542.661698 + Penalty 2993.067989 = -911549.593708
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 90 (471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159635.450000 sec): 2 clusters
  Score: Raw -31982.370146 + Penalty 1000.164440 = -30982.205706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159635.610000 sec): 3 clusters
  Score: Raw -31974.383690 + Penalty 2000.328881 = -29974.054809
  nChanged 107
		SP:Iteration 1F (159635.770000 sec): 3 clusters
  Score: Raw -32155.271398 + Penalty 2000.328881 = -30154.942517
  nChanged 28
		SP:Iteration 2F (159635.930000 sec): 3 clusters
  Score: Raw -32219.695697 + Penalty 2000.328881 = -30219.366817
  nChanged 19
		SP:Iteration 3Q (159636.090000 sec): 3 clusters
  Score: Raw -32254.092672 + Penalty 2000.328881 = -30253.763792
  nChanged 13
		SP:Iteration 4Q (159636.250000 sec): 3 clusters
  Score: Raw -32279.360619 + Penalty 2000.328881 = -30279.031738
  nChanged 10
		SP:Iteration 5Q (159636.400000 sec): 3 clusters
  Score: Raw -32299.513956 + Penalty 2000.328881 = -30299.185075
  nChanged 13
		SP:Iteration 6Q (159636.570000 sec): 3 clusters
  Score: Raw -32343.780097 + Penalty 2000.328881 = -30343.451216
  nChanged 15
		SP:Iteration 7Q (159636.740000 sec): 3 clusters
  Score: Raw -32381.379070 + Penalty 2000.328881 = -30381.050189
  nChanged 11
		SP:Iteration 8Q (159636.900000 sec): 3 clusters
  Score: Raw -32414.399906 + Penalty 2000.328881 = -30414.071025
  nChanged 7
		SP:Iteration 9Q (159637.080000 sec): 3 clusters
  Score: Raw -32441.395296 + Penalty 2000.328881 = -30441.066416
  nChanged 6
		SP:Iteration 10Q (159637.190000 sec): 3 clusters
  Score: Raw -32469.887911 + Penalty 2000.328881 = -30469.559030
  nChanged 8
		SP:Iteration 11Q (159637.350000 sec): 3 clusters
  Score: Raw -32499.281677 + Penalty 2000.328881 = -30498.952796
  nChanged 5
		SP:Iteration 12Q (159637.520000 sec): 3 clusters
  Score: Raw -32518.106344 + Penalty 2000.328881 = -30517.777463
  nChanged 4
		SP:Iteration 13Q (159637.680000 sec): 3 clusters
  Score: Raw -32536.394999 + Penalty 2000.328881 = -30536.066118
  nChanged 5
		SP:Iteration 14Q (159637.840000 sec): 3 clusters
  Score: Raw -32552.324048 + Penalty 2000.328881 = -30551.995167
  nChanged 1
		SP:Iteration 15Q (159637.970000 sec): 3 clusters
  Score: Raw -32555.904569 + Penalty 2000.328881 = -30555.575689
  nChanged 2
		SP:Iteration 16Q (159638.110000 sec): 3 clusters
  Score: Raw -32563.663311 + Penalty 2000.328881 = -30563.334430
  nChanged 1
		SP:Iteration 17Q (159638.250000 sec): 3 clusters
  Score: Raw -32566.904573 + Penalty 2000.328881 = -30566.575693
  nChanged 0
		SP:Iteration 18F (159638.400000 sec): 3 clusters
  Score: Raw -32575.809768 + Penalty 2000.328881 = -30575.480887
  nChanged 2
		SP:Iteration 19Q (159638.550000 sec): 3 clusters
  Score: Raw -32600.610896 + Penalty 2000.328881 = -30600.282016
  nChanged 5
		SP:Iteration 20F (159638.730000 sec): 3 clusters
  Score: Raw -32625.995526 + Penalty 2000.328881 = -30625.666645
  nChanged 8
		SP:Iteration 21Q (159638.840000 sec): 3 clusters
  Score: Raw -32644.060104 + Penalty 2000.328881 = -30643.731223
  nChanged 1
		SP:Iteration 22Q (159639.000000 sec): 3 clusters
  Score: Raw -32646.456871 + Penalty 2000.328881 = -30646.127990
  nChanged 2
		SP:Iteration 23Q (159639.160000 sec): 3 clusters
  Score: Raw -32648.823338 + Penalty 2000.328881 = -30648.494457
  nChanged 0
		SP:Iteration 24F (159639.330000 sec): 3 clusters
  Score: Raw -32648.823338 + Penalty 2000.328881 = -30648.494457
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 91 (4313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159639.460000 sec): 2 clusters
  Score: Raw -343734.121166 + Penalty 1360.025712 = -342374.095454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159639.610000 sec): 3 clusters
  Score: Raw -341622.536710 + Penalty 2720.051424 = -338902.485286
  nChanged 1687
		SP:Iteration 1F (159639.780000 sec): 3 clusters
  Score: Raw -342711.546024 + Penalty 2720.051424 = -339991.494601
  nChanged 364
		SP:Iteration 2F (159639.990000 sec): 3 clusters
  Score: Raw -342981.972460 + Penalty 2720.051424 = -340261.921036
  nChanged 274
		SP:Iteration 3F (159640.130000 sec): 3 clusters
  Score: Raw -343197.034347 + Penalty 2720.051424 = -340476.982924
  nChanged 243
		SP:Iteration 4F (159640.370000 sec): 3 clusters
  Score: Raw -343365.129594 + Penalty 2720.051424 = -340645.078170
  nChanged 182
		SP:Iteration 5Q (159640.540000 sec): 3 clusters
  Score: Raw -343477.294072 + Penalty 2720.051424 = -340757.242648
  nChanged 125
		SP:Iteration 6Q (159640.710000 sec): 3 clusters
  Score: Raw -343532.245095 + Penalty 2720.051424 = -340812.193671
  nChanged 84
		SP:Iteration 7Q (159640.860000 sec): 3 clusters
  Score: Raw -343575.338063 + Penalty 2720.051424 = -340855.286639
  nChanged 67
		SP:Iteration 8Q (159641.020000 sec): 3 clusters
  Score: Raw -343609.621404 + Penalty 2720.051424 = -340889.569980
  nChanged 81
		SP:Iteration 9Q (159641.180000 sec): 3 clusters
  Score: Raw -343641.638855 + Penalty 2720.051424 = -340921.587431
  nChanged 72
		SP:Iteration 10Q (159641.330000 sec): 3 clusters
  Score: Raw -343668.581113 + Penalty 2720.051424 = -340948.529689
  nChanged 52
		SP:Iteration 11Q (159641.480000 sec): 3 clusters
  Score: Raw -343693.476934 + Penalty 2720.051424 = -340973.425510
  nChanged 46
		SP:Iteration 12Q (159641.690000 sec): 3 clusters
  Score: Raw -343715.830398 + Penalty 2720.051424 = -340995.778974
  nChanged 48
		SP:Iteration 13Q (159641.880000 sec): 3 clusters
  Score: Raw -343737.085858 + Penalty 2720.051424 = -341017.034434
  nChanged 44
		SP:Iteration 14Q (159642.040000 sec): 3 clusters
  Score: Raw -343760.100224 + Penalty 2720.051424 = -341040.048800
  nChanged 47
		SP:Iteration 15Q (159642.200000 sec): 3 clusters
  Score: Raw -343780.041550 + Penalty 2720.051424 = -341059.990127
  nChanged 40
		SP:Iteration 16Q (159642.400000 sec): 3 clusters
  Score: Raw -343794.307104 + Penalty 2720.051424 = -341074.255680
  nChanged 30
		SP:Iteration 17Q (159642.510000 sec): 3 clusters
  Score: Raw -343806.203540 + Penalty 2720.051424 = -341086.152116
  nChanged 32
		SP:Iteration 18Q (159642.660000 sec): 3 clusters
  Score: Raw -343817.985688 + Penalty 2720.051424 = -341097.934264
  nChanged 26
		SP:Iteration 19Q (159642.840000 sec): 3 clusters
  Score: Raw -343830.634302 + Penalty 2720.051424 = -341110.582878
  nChanged 35
		SP:Iteration 20F (159642.970000 sec): 3 clusters
  Score: Raw -343850.585354 + Penalty 2720.051424 = -341130.533930
  nChanged 36
		SP:Iteration 21Q (159643.160000 sec): 3 clusters
  Score: Raw -343865.913747 + Penalty 2720.051424 = -341145.862323
  nChanged 29
		SP:Iteration 22Q (159643.290000 sec): 3 clusters
  Score: Raw -343873.723725 + Penalty 2720.051424 = -341153.672301
  nChanged 16
		SP:Iteration 23Q (159643.430000 sec): 3 clusters
  Score: Raw -343878.683774 + Penalty 2720.051424 = -341158.632350
  nChanged 20
		SP:Iteration 24Q (159643.590000 sec): 3 clusters
  Score: Raw -343885.094147 + Penalty 2720.051424 = -341165.042723
  nChanged 28
		SP:Iteration 25Q (159643.710000 sec): 3 clusters
  Score: Raw -343893.404796 + Penalty 2720.051424 = -341173.353372
  nChanged 16
		SP:Iteration 26Q (159643.860000 sec): 3 clusters
  Score: Raw -343896.752072 + Penalty 2720.051424 = -341176.700648
  nChanged 13
		SP:Iteration 27Q (159644.000000 sec): 3 clusters
  Score: Raw -343900.723238 + Penalty 2720.051424 = -341180.671814
  nChanged 9
		SP:Iteration 28Q (159644.140000 sec): 3 clusters
  Score: Raw -343903.983268 + Penalty 2720.051424 = -341183.931844
  nChanged 12
		SP:Iteration 29Q (159644.290000 sec): 3 clusters
  Score: Raw -343907.687873 + Penalty 2720.051424 = -341187.636449
  nChanged 10
		SP:Iteration 30Q (159644.430000 sec): 3 clusters
  Score: Raw -343909.949542 + Penalty 2720.051424 = -341189.898118
  nChanged 13
		SP:Iteration 31Q (159644.570000 sec): 3 clusters
  Score: Raw -343913.596372 + Penalty 2720.051424 = -341193.544948
  nChanged 12
		SP:Iteration 32Q (159644.720000 sec): 3 clusters
  Score: Raw -343917.376471 + Penalty 2720.051424 = -341197.325047
  nChanged 13
		SP:Iteration 33Q (159644.860000 sec): 3 clusters
  Score: Raw -343920.873572 + Penalty 2720.051424 = -341200.822148
  nChanged 8
		SP:Iteration 34Q (159644.990000 sec): 3 clusters
  Score: Raw -343922.128142 + Penalty 2720.051424 = -341202.076718
  nChanged 1
		SP:Iteration 35Q (159645.110000 sec): 3 clusters
  Score: Raw -343922.216888 + Penalty 2720.051424 = -341202.165464
  nChanged 1
		SP:Iteration 36Q (159645.240000 sec): 3 clusters
  Score: Raw -343922.517533 + Penalty 2720.051424 = -341202.466109
  nChanged 0
		SP:Iteration 37F (159645.370000 sec): 3 clusters
  Score: Raw -343922.517533 + Penalty 2720.051424 = -341202.466109
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 92 (4808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159645.490000 sec): 2 clusters
  Score: Raw -355189.817450 + Penalty 1377.680927 = -353812.136523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159645.610000 sec): 3 clusters
  Score: Raw -352676.152595 + Penalty 2755.361855 = -349920.790740
  nChanged 1929
		SP:Iteration 1F (159645.740000 sec): 3 clusters
  Score: Raw -353887.894504 + Penalty 2755.361855 = -351132.532650
  nChanged 402
		SP:Iteration 2F (159645.870000 sec): 3 clusters
  Score: Raw -354183.899406 + Penalty 2755.361855 = -351428.537551
  nChanged 344
		SP:Iteration 3F (159645.990000 sec): 3 clusters
  Score: Raw -354435.819396 + Penalty 2755.361855 = -351680.457541
  nChanged 256
		SP:Iteration 4F (159646.120000 sec): 3 clusters
  Score: Raw -354614.821013 + Penalty 2755.361855 = -351859.459158
  nChanged 231
		SP:Iteration 5Q (159646.250000 sec): 3 clusters
  Score: Raw -354764.910223 + Penalty 2755.361855 = -352009.548369
  nChanged 174
		SP:Iteration 6Q (159646.380000 sec): 3 clusters
  Score: Raw -354871.980672 + Penalty 2755.361855 = -352116.618817
  nChanged 172
		SP:Iteration 7Q (159646.510000 sec): 3 clusters
  Score: Raw -354955.441628 + Penalty 2755.361855 = -352200.079773
  nChanged 136
		SP:Iteration 8Q (159646.640000 sec): 3 clusters
  Score: Raw -355024.255108 + Penalty 2755.361855 = -352268.893253
  nChanged 117
		SP:Iteration 9Q (159646.760000 sec): 3 clusters
  Score: Raw -355089.938040 + Penalty 2755.361855 = -352334.576185
  nChanged 113
		SP:Iteration 10Q (159646.890000 sec): 3 clusters
  Score: Raw -355146.091467 + Penalty 2755.361855 = -352390.729612
  nChanged 92
		SP:Iteration 11Q (159647.010000 sec): 3 clusters
  Score: Raw -355190.184394 + Penalty 2755.361855 = -352434.822539
  nChanged 87
		SP:Iteration 12Q (159647.160000 sec): 3 clusters
  Score: Raw -355227.455818 + Penalty 2755.361855 = -352472.093963
  nChanged 85
		SP:Iteration 13Q (159647.300000 sec): 3 clusters
  Score: Raw -355262.659127 + Penalty 2755.361855 = -352507.297272
  nChanged 71
		SP:Iteration 14Q (159647.440000 sec): 3 clusters
  Score: Raw -355291.748137 + Penalty 2755.361855 = -352536.386282
  nChanged 57
		SP:Iteration 15Q (159647.570000 sec): 3 clusters
  Score: Raw -355320.077430 + Penalty 2755.361855 = -352564.715575
  nChanged 72
		SP:Iteration 16Q (159647.700000 sec): 3 clusters
  Score: Raw -355347.152032 + Penalty 2755.361855 = -352591.790178
  nChanged 69
		SP:Iteration 17Q (159647.830000 sec): 3 clusters
  Score: Raw -355377.965665 + Penalty 2755.361855 = -352622.603811
  nChanged 67
		SP:Iteration 18Q (159647.960000 sec): 3 clusters
  Score: Raw -355406.678279 + Penalty 2755.361855 = -352651.316424
  nChanged 62
		SP:Iteration 19Q (159648.090000 sec): 3 clusters
  Score: Raw -355436.359260 + Penalty 2755.361855 = -352680.997405
  nChanged 67
		SP:Iteration 20F (159648.220000 sec): 3 clusters
  Score: Raw -355469.095223 + Penalty 2755.361855 = -352713.733368
  nChanged 58
		SP:Iteration 21Q (159648.350000 sec): 3 clusters
  Score: Raw -355494.268879 + Penalty 2755.361855 = -352738.907024
  nChanged 54
		SP:Iteration 22Q (159648.480000 sec): 3 clusters
  Score: Raw -355518.052820 + Penalty 2755.361855 = -352762.690966
  nChanged 66
		SP:Iteration 23Q (159648.610000 sec): 3 clusters
  Score: Raw -355546.883204 + Penalty 2755.361855 = -352791.521349
  nChanged 54
		SP:Iteration 24Q (159648.740000 sec): 3 clusters
  Score: Raw -355571.073491 + Penalty 2755.361855 = -352815.711636
  nChanged 61
		SP:Iteration 25Q (159648.870000 sec): 3 clusters
  Score: Raw -355596.007593 + Penalty 2755.361855 = -352840.645738
  nChanged 51
		SP:Iteration 26Q (159649.010000 sec): 3 clusters
  Score: Raw -355615.139608 + Penalty 2755.361855 = -352859.777753
  nChanged 40
		SP:Iteration 27Q (159649.140000 sec): 3 clusters
  Score: Raw -355628.250924 + Penalty 2755.361855 = -352872.889069
  nChanged 24
		SP:Iteration 28Q (159649.270000 sec): 3 clusters
  Score: Raw -355633.435072 + Penalty 2755.361855 = -352878.073217
  nChanged 22
		SP:Iteration 29Q (159649.400000 sec): 3 clusters
  Score: Raw -355640.226330 + Penalty 2755.361855 = -352884.864476
  nChanged 23
		SP:Iteration 30Q (159649.530000 sec): 3 clusters
  Score: Raw -355646.918007 + Penalty 2755.361855 = -352891.556152
  nChanged 18
		SP:Iteration 31Q (159649.670000 sec): 3 clusters
  Score: Raw -355653.097292 + Penalty 2755.361855 = -352897.735438
  nChanged 23
		SP:Iteration 32Q (159649.800000 sec): 3 clusters
  Score: Raw -355658.419390 + Penalty 2755.361855 = -352903.057536
  nChanged 14
		SP:Iteration 33Q (159649.950000 sec): 3 clusters
  Score: Raw -355661.093312 + Penalty 2755.361855 = -352905.731457
  nChanged 11
		SP:Iteration 34Q (159650.090000 sec): 3 clusters
  Score: Raw -355664.648661 + Penalty 2755.361855 = -352909.286806
  nChanged 7
		SP:Iteration 35Q (159650.230000 sec): 3 clusters
  Score: Raw -355666.636261 + Penalty 2755.361855 = -352911.274406
  nChanged 8
		SP:Iteration 36Q (159650.360000 sec): 3 clusters
  Score: Raw -355668.945413 + Penalty 2755.361855 = -352913.583558
  nChanged 9
		SP:Iteration 37Q (159650.490000 sec): 3 clusters
  Score: Raw -355671.760375 + Penalty 2755.361855 = -352916.398520
  nChanged 7
		SP:Iteration 38Q (159650.650000 sec): 3 clusters
  Score: Raw -355673.521696 + Penalty 2755.361855 = -352918.159841
  nChanged 7
		SP:Iteration 39Q (159650.770000 sec): 3 clusters
  Score: Raw -355675.023816 + Penalty 2755.361855 = -352919.661961
  nChanged 5
		SP:Iteration 40F (159650.900000 sec): 3 clusters
  Score: Raw -355676.577675 + Penalty 2755.361855 = -352921.215820
  nChanged 8
		SP:Iteration 41Q (159651.030000 sec): 3 clusters
  Score: Raw -355679.430027 + Penalty 2755.361855 = -352924.068172
  nChanged 8
		SP:Iteration 42Q (159651.150000 sec): 3 clusters
  Score: Raw -355681.627272 + Penalty 2755.361855 = -352926.265418
  nChanged 6
		SP:Iteration 43Q (159651.280000 sec): 3 clusters
  Score: Raw -355683.228307 + Penalty 2755.361855 = -352927.866453
  nChanged 5
		SP:Iteration 44Q (159651.410000 sec): 3 clusters
  Score: Raw -355684.010244 + Penalty 2755.361855 = -352928.648389
  nChanged 6
		SP:Iteration 45Q (159651.570000 sec): 3 clusters
  Score: Raw -355684.915906 + Penalty 2755.361855 = -352929.554051
  nChanged 2
		SP:Iteration 46Q (159651.720000 sec): 3 clusters
  Score: Raw -355685.646445 + Penalty 2755.361855 = -352930.284591
  nChanged 3
		SP:Iteration 47Q (159651.890000 sec): 3 clusters
  Score: Raw -355686.148465 + Penalty 2755.361855 = -352930.786610
  nChanged 2
		SP:Iteration 48Q (159652.010000 sec): 3 clusters
  Score: Raw -355686.417254 + Penalty 2755.361855 = -352931.055399
  nChanged 4
		SP:Iteration 49Q (159652.140000 sec): 3 clusters
  Score: Raw -355687.008462 + Penalty 2755.361855 = -352931.646607
  nChanged 4
		SP:Iteration 50Q (159652.260000 sec): 3 clusters
  Score: Raw -355687.816101 + Penalty 2755.361855 = -352932.454247
  nChanged 5
		SP:Iteration 51Q (159652.390000 sec): 3 clusters
  Score: Raw -355688.759987 + Penalty 2755.361855 = -352933.398132
  nChanged 4
		SP:Iteration 52Q (159652.520000 sec): 3 clusters
  Score: Raw -355689.367322 + Penalty 2755.361855 = -352934.005467
  nChanged 3
		SP:Iteration 53Q (159652.650000 sec): 3 clusters
  Score: Raw -355689.856162 + Penalty 2755.361855 = -352934.494307
  nChanged 3
		SP:Iteration 54Q (159652.770000 sec): 3 clusters
  Score: Raw -355690.430214 + Penalty 2755.361855 = -352935.068359
  nChanged 2
		SP:Iteration 55Q (159652.900000 sec): 3 clusters
  Score: Raw -355690.768203 + Penalty 2755.361855 = -352935.406348
  nChanged 0
		SP:Iteration 56F (159653.030000 sec): 3 clusters
  Score: Raw -355690.768203 + Penalty 2755.361855 = -352935.406348
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 93 (2534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159653.120000 sec): 2 clusters
  Score: Raw -194275.484933 + Penalty 1273.602584 = -193001.882350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159653.250000 sec): 3 clusters
  Score: Raw -193155.588770 + Penalty 2547.205167 = -190608.383603
  nChanged 960
		SP:Iteration 1F (159653.370000 sec): 3 clusters
  Score: Raw -193771.987909 + Penalty 2547.205167 = -191224.782742
  nChanged 205
		SP:Iteration 2F (159653.510000 sec): 3 clusters
  Score: Raw -193954.358881 + Penalty 2547.205167 = -191407.153714
  nChanged 159
		SP:Iteration 3F (159653.640000 sec): 3 clusters
  Score: Raw -194078.676471 + Penalty 2547.205167 = -191531.471304
  nChanged 122
		SP:Iteration 4Q (159653.760000 sec): 3 clusters
  Score: Raw -194179.300896 + Penalty 2547.205167 = -191632.095728
  nChanged 104
		SP:Iteration 5Q (159653.890000 sec): 3 clusters
  Score: Raw -194261.463634 + Penalty 2547.205167 = -191714.258466
  nChanged 97
		SP:Iteration 6Q (159654.020000 sec): 3 clusters
  Score: Raw -194346.294854 + Penalty 2547.205167 = -191799.089687
  nChanged 83
		SP:Iteration 7Q (159654.160000 sec): 3 clusters
  Score: Raw -194408.055487 + Penalty 2547.205167 = -191860.850320
  nChanged 66
		SP:Iteration 8Q (159654.300000 sec): 3 clusters
  Score: Raw -194458.462673 + Penalty 2547.205167 = -191911.257505
  nChanged 64
		SP:Iteration 9Q (159654.450000 sec): 3 clusters
  Score: Raw -194511.497191 + Penalty 2547.205167 = -191964.292024
  nChanged 56
		SP:Iteration 10Q (159654.600000 sec): 3 clusters
  Score: Raw -194564.601535 + Penalty 2547.205167 = -192017.396368
  nChanged 60
		SP:Iteration 11Q (159654.770000 sec): 3 clusters
  Score: Raw -194637.027945 + Penalty 2547.205167 = -192089.822778
  nChanged 76
		SP:Iteration 12Q (159654.920000 sec): 3 clusters
  Score: Raw -194724.742331 + Penalty 2547.205167 = -192177.537164
  nChanged 70
		SP:Iteration 13Q (159655.060000 sec): 3 clusters
  Score: Raw -194777.205044 + Penalty 2547.205167 = -192229.999877
  nChanged 63
		SP:Iteration 14Q (159655.210000 sec): 3 clusters
  Score: Raw -194819.311237 + Penalty 2547.205167 = -192272.106070
  nChanged 60
		SP:Iteration 15Q (159655.350000 sec): 3 clusters
  Score: Raw -194864.063820 + Penalty 2547.205167 = -192316.858653
  nChanged 45
		SP:Iteration 16Q (159655.500000 sec): 3 clusters
  Score: Raw -194895.703410 + Penalty 2547.205167 = -192348.498242
  nChanged 43
		SP:Iteration 17Q (159655.640000 sec): 3 clusters
  Score: Raw -194924.249710 + Penalty 2547.205167 = -192377.044542
  nChanged 28
		SP:Iteration 18Q (159655.800000 sec): 3 clusters
  Score: Raw -194943.535829 + Penalty 2547.205167 = -192396.330662
  nChanged 24
		SP:Iteration 19Q (159655.970000 sec): 3 clusters
  Score: Raw -194957.765014 + Penalty 2547.205167 = -192410.559847
  nChanged 21
		SP:Iteration 20F (159656.110000 sec): 3 clusters
  Score: Raw -194966.564784 + Penalty 2547.205167 = -192419.359617
  nChanged 14
		SP:Iteration 21Q (159656.260000 sec): 3 clusters
  Score: Raw -194970.011532 + Penalty 2547.205167 = -192422.806365
  nChanged 10
		SP:Iteration 22Q (159656.400000 sec): 3 clusters
  Score: Raw -194972.926780 + Penalty 2547.205167 = -192425.721613
  nChanged 8
		SP:Iteration 23Q (159656.550000 sec): 3 clusters
  Score: Raw -194975.424136 + Penalty 2547.205167 = -192428.218968
  nChanged 5
		SP:Iteration 24Q (159656.690000 sec): 3 clusters
  Score: Raw -194977.433332 + Penalty 2547.205167 = -192430.228165
  nChanged 5
		SP:Iteration 25Q (159656.840000 sec): 3 clusters
  Score: Raw -194980.189794 + Penalty 2547.205167 = -192432.984627
  nChanged 5
		SP:Iteration 26Q (159656.990000 sec): 3 clusters
  Score: Raw -194982.798855 + Penalty 2547.205167 = -192435.593688
  nChanged 6
		SP:Iteration 27Q (159657.130000 sec): 3 clusters
  Score: Raw -194984.963001 + Penalty 2547.205167 = -192437.757833
  nChanged 3
		SP:Iteration 28Q (159657.270000 sec): 3 clusters
  Score: Raw -194986.332354 + Penalty 2547.205167 = -192439.127187
  nChanged 4
		SP:Iteration 29Q (159657.410000 sec): 3 clusters
  Score: Raw -194987.433431 + Penalty 2547.205167 = -192440.228264
  nChanged 6
		SP:Iteration 30Q (159657.550000 sec): 3 clusters
  Score: Raw -194989.244551 + Penalty 2547.205167 = -192442.039384
  nChanged 4
		SP:Iteration 31Q (159657.700000 sec): 3 clusters
  Score: Raw -194990.944587 + Penalty 2547.205167 = -192443.739420
  nChanged 6
		SP:Iteration 32Q (159657.840000 sec): 3 clusters
  Score: Raw -194992.606597 + Penalty 2547.205167 = -192445.401429
  nChanged 5
		SP:Iteration 33Q (159657.980000 sec): 3 clusters
  Score: Raw -194994.414796 + Penalty 2547.205167 = -192447.209629
  nChanged 5
		SP:Iteration 34Q (159658.120000 sec): 3 clusters
  Score: Raw -194997.238871 + Penalty 2547.205167 = -192450.033703
  nChanged 8
		SP:Iteration 35Q (159658.240000 sec): 3 clusters
  Score: Raw -195000.648921 + Penalty 2547.205167 = -192453.443754
  nChanged 4
		SP:Iteration 36Q (159658.380000 sec): 3 clusters
  Score: Raw -195002.486453 + Penalty 2547.205167 = -192455.281286
  nChanged 5
		SP:Iteration 37Q (159658.520000 sec): 3 clusters
  Score: Raw -195004.741889 + Penalty 2547.205167 = -192457.536722
  nChanged 6
		SP:Iteration 38Q (159658.660000 sec): 3 clusters
  Score: Raw -195006.141371 + Penalty 2547.205167 = -192458.936204
  nChanged 3
		SP:Iteration 39Q (159658.800000 sec): 3 clusters
  Score: Raw -195006.668675 + Penalty 2547.205167 = -192459.463508
  nChanged 1
		SP:Iteration 40F (159658.940000 sec): 3 clusters
  Score: Raw -195006.839427 + Penalty 2547.205167 = -192459.634259
  nChanged 1
		SP:Iteration 41Q (159659.080000 sec): 3 clusters
  Score: Raw -195006.963225 + Penalty 2547.205167 = -192459.758058
  nChanged 0
		SP:Iteration 42F (159659.220000 sec): 3 clusters
  Score: Raw -195006.963225 + Penalty 2547.205167 = -192459.758058
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 94 (9079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159659.360000 sec): 2 clusters
  Score: Raw -696161.208535 + Penalty 1480.979392 = -694680.229143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159659.550000 sec): 3 clusters
  Score: Raw -691049.320464 + Penalty 2961.958783 = -688087.361681
  nChanged 3893
		SP:Iteration 1F (159659.740000 sec): 3 clusters
  Score: Raw -693346.359578 + Penalty 2961.958783 = -690384.400795
  nChanged 731
		SP:Iteration 2F (159659.970000 sec): 3 clusters
  Score: Raw -693812.374533 + Penalty 2961.958783 = -690850.415750
  nChanged 646
		SP:Iteration 3F (159660.100000 sec): 3 clusters
  Score: Raw -694214.283304 + Penalty 2961.958783 = -691252.324521
  nChanged 542
		SP:Iteration 4F (159660.260000 sec): 3 clusters
  Score: Raw -694551.151570 + Penalty 2961.958783 = -691589.192787
  nChanged 469
		SP:Iteration 5F (159660.420000 sec): 3 clusters
  Score: Raw -694820.827381 + Penalty 2961.958783 = -691858.868597
  nChanged 367
		SP:Iteration 6Q (159660.610000 sec): 3 clusters
  Score: Raw -695014.966138 + Penalty 2961.958783 = -692053.007354
  nChanged 311
		SP:Iteration 7Q (159660.750000 sec): 3 clusters
  Score: Raw -695164.067389 + Penalty 2961.958783 = -692202.108606
  nChanged 253
		SP:Iteration 8Q (159660.950000 sec): 3 clusters
  Score: Raw -695280.762645 + Penalty 2961.958783 = -692318.803861
  nChanged 236
		SP:Iteration 9Q (159661.130000 sec): 3 clusters
  Score: Raw -695384.163473 + Penalty 2961.958783 = -692422.204690
  nChanged 193
		SP:Iteration 10Q (159661.290000 sec): 3 clusters
  Score: Raw -695473.939669 + Penalty 2961.958783 = -692511.980885
  nChanged 175
		SP:Iteration 11Q (159661.460000 sec): 3 clusters
  Score: Raw -695567.484318 + Penalty 2961.958783 = -692605.525535
  nChanged 174
		SP:Iteration 12Q (159661.620000 sec): 3 clusters
  Score: Raw -695664.832150 + Penalty 2961.958783 = -692702.873367
  nChanged 167
		SP:Iteration 13Q (159661.780000 sec): 3 clusters
  Score: Raw -695752.723471 + Penalty 2961.958783 = -692790.764688
  nChanged 176
		SP:Iteration 14Q (159661.980000 sec): 3 clusters
  Score: Raw -695844.180861 + Penalty 2961.958783 = -692882.222078
  nChanged 158
		SP:Iteration 15Q (159662.180000 sec): 3 clusters
  Score: Raw -695929.963112 + Penalty 2961.958783 = -692968.004329
  nChanged 151
		SP:Iteration 16Q (159662.340000 sec): 3 clusters
  Score: Raw -696004.579028 + Penalty 2961.958783 = -693042.620245
  nChanged 130
		SP:Iteration 17Q (159662.510000 sec): 3 clusters
  Score: Raw -696087.372381 + Penalty 2961.958783 = -693125.413598
  nChanged 130
		SP:Iteration 18Q (159662.700000 sec): 3 clusters
  Score: Raw -696166.884555 + Penalty 2961.958783 = -693204.925772
  nChanged 120
		SP:Iteration 19Q (159662.870000 sec): 3 clusters
  Score: Raw -696226.433936 + Penalty 2961.958783 = -693264.475152
  nChanged 93
		SP:Iteration 20F (159663.040000 sec): 3 clusters
  Score: Raw -696271.385733 + Penalty 2961.958783 = -693309.426950
  nChanged 82
		SP:Iteration 21Q (159663.210000 sec): 3 clusters
  Score: Raw -696307.757396 + Penalty 2961.958783 = -693345.798612
  nChanged 74
		SP:Iteration 22Q (159663.440000 sec): 3 clusters
  Score: Raw -696347.175850 + Penalty 2961.958783 = -693385.217067
  nChanged 72
		SP:Iteration 23Q (159663.630000 sec): 3 clusters
  Score: Raw -696379.236715 + Penalty 2961.958783 = -693417.277932
  nChanged 60
		SP:Iteration 24Q (159663.790000 sec): 3 clusters
  Score: Raw -696408.442411 + Penalty 2961.958783 = -693446.483627
  nChanged 49
		SP:Iteration 25Q (159663.950000 sec): 3 clusters
  Score: Raw -696430.461112 + Penalty 2961.958783 = -693468.502329
  nChanged 52
		SP:Iteration 26Q (159664.120000 sec): 3 clusters
  Score: Raw -696451.672848 + Penalty 2961.958783 = -693489.714064
  nChanged 36
		SP:Iteration 27Q (159664.310000 sec): 3 clusters
  Score: Raw -696466.393188 + Penalty 2961.958783 = -693504.434404
  nChanged 29
		SP:Iteration 28Q (159664.450000 sec): 3 clusters
  Score: Raw -696477.192462 + Penalty 2961.958783 = -693515.233678
  nChanged 25
		SP:Iteration 29Q (159664.670000 sec): 3 clusters
  Score: Raw -696485.061940 + Penalty 2961.958783 = -693523.103156
  nChanged 26
		SP:Iteration 30Q (159664.850000 sec): 3 clusters
  Score: Raw -696494.095945 + Penalty 2961.958783 = -693532.137162
  nChanged 21
		SP:Iteration 31Q (159665.030000 sec): 3 clusters
  Score: Raw -696504.742466 + Penalty 2961.958783 = -693542.783683
  nChanged 17
		SP:Iteration 32Q (159665.200000 sec): 3 clusters
  Score: Raw -696511.580450 + Penalty 2961.958783 = -693549.621667
  nChanged 25
		SP:Iteration 33Q (159665.370000 sec): 3 clusters
  Score: Raw -696518.294058 + Penalty 2961.958783 = -693556.335275
  nChanged 19
		SP:Iteration 34Q (159665.600000 sec): 3 clusters
  Score: Raw -696522.984249 + Penalty 2961.958783 = -693561.025465
  nChanged 14
		SP:Iteration 35Q (159665.800000 sec): 3 clusters
  Score: Raw -696529.288992 + Penalty 2961.958783 = -693567.330209
  nChanged 15
		SP:Iteration 36Q (159665.910000 sec): 3 clusters
  Score: Raw -696534.661936 + Penalty 2961.958783 = -693572.703153
  nChanged 19
		SP:Iteration 37Q (159666.080000 sec): 3 clusters
  Score: Raw -696546.540007 + Penalty 2961.958783 = -693584.581224
  nChanged 26
		SP:Iteration 38Q (159666.280000 sec): 3 clusters
  Score: Raw -696556.050445 + Penalty 2961.958783 = -693594.091662
  nChanged 26
		SP:Iteration 39Q (159666.480000 sec): 3 clusters
  Score: Raw -696565.507392 + Penalty 2961.958783 = -693603.548609
  nChanged 15
		SP:Iteration 40F (159666.690000 sec): 3 clusters
  Score: Raw -696570.157141 + Penalty 2961.958783 = -693608.198358
  nChanged 12
		SP:Iteration 41Q (159666.880000 sec): 3 clusters
  Score: Raw -696573.619590 + Penalty 2961.958783 = -693611.660806
  nChanged 4
		SP:Iteration 42Q (159667.070000 sec): 3 clusters
  Score: Raw -696574.842620 + Penalty 2961.958783 = -693612.883837
  nChanged 2
		SP:Iteration 43Q (159667.260000 sec): 3 clusters
  Score: Raw -696575.994186 + Penalty 2961.958783 = -693614.035403
  nChanged 5
		SP:Iteration 44Q (159667.430000 sec): 3 clusters
  Score: Raw -696577.626031 + Penalty 2961.958783 = -693615.667247
  nChanged 3
		SP:Iteration 45Q (159667.620000 sec): 3 clusters
  Score: Raw -696578.393213 + Penalty 2961.958783 = -693616.434429
  nChanged 1
		SP:Iteration 46Q (159667.810000 sec): 3 clusters
  Score: Raw -696579.381637 + Penalty 2961.958783 = -693617.422854
  nChanged 8
		SP:Iteration 47Q (159668.000000 sec): 3 clusters
  Score: Raw -696581.987615 + Penalty 2961.958783 = -693620.028832
  nChanged 6
		SP:Iteration 48Q (159668.190000 sec): 3 clusters
  Score: Raw -696584.113611 + Penalty 2961.958783 = -693622.154827
  nChanged 3
		SP:Iteration 49Q (159668.380000 sec): 3 clusters
  Score: Raw -696584.921338 + Penalty 2961.958783 = -693622.962555
  nChanged 3
		SP:Iteration 50Q (159668.570000 sec): 3 clusters
  Score: Raw -696585.840356 + Penalty 2961.958783 = -693623.881572
  nChanged 4
		SP:Iteration 51Q (159668.760000 sec): 3 clusters
  Score: Raw -696587.289843 + Penalty 2961.958783 = -693625.331059
  nChanged 5
		SP:Iteration 52Q (159668.940000 sec): 3 clusters
  Score: Raw -696588.870893 + Penalty 2961.958783 = -693626.912110
  nChanged 4
		SP:Iteration 53Q (159669.130000 sec): 3 clusters
  Score: Raw -696589.719738 + Penalty 2961.958783 = -693627.760954
  nChanged 4
		SP:Iteration 54Q (159669.330000 sec): 3 clusters
  Score: Raw -696591.135641 + Penalty 2961.958783 = -693629.176857
  nChanged 5
		SP:Iteration 55Q (159669.510000 sec): 3 clusters
  Score: Raw -696592.309244 + Penalty 2961.958783 = -693630.350461
  nChanged 1
		SP:Iteration 56Q (159669.700000 sec): 3 clusters
  Score: Raw -696592.505021 + Penalty 2961.958783 = -693630.546237
  nChanged 1
		SP:Iteration 57Q (159669.900000 sec): 3 clusters
  Score: Raw -696592.621086 + Penalty 2961.958783 = -693630.662303
  nChanged 0
		SP:Iteration 58F (159670.080000 sec): 3 clusters
  Score: Raw -696592.621086 + Penalty 2961.958783 = -693630.662303
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 95 (5356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159670.180000 sec): 2 clusters
  Score: Raw -453985.320872 + Penalty 1395.220565 = -452590.100308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159670.350000 sec): 3 clusters
  Score: Raw -451254.139825 + Penalty 2790.441130 = -448463.698695
  nChanged 2204
		SP:Iteration 1F (159670.530000 sec): 3 clusters
  Score: Raw -452749.178466 + Penalty 2790.441130 = -449958.737336
  nChanged 519
		SP:Iteration 2F (159670.700000 sec): 3 clusters
  Score: Raw -453180.482548 + Penalty 2790.441130 = -450390.041418
  nChanged 388
		SP:Iteration 3F (159670.870000 sec): 3 clusters
  Score: Raw -453485.882420 + Penalty 2790.441130 = -450695.441291
  nChanged 333
		SP:Iteration 4F (159671.050000 sec): 3 clusters
  Score: Raw -453725.181703 + Penalty 2790.441130 = -450934.740574
  nChanged 243
		SP:Iteration 5Q (159671.220000 sec): 3 clusters
  Score: Raw -453882.486051 + Penalty 2790.441130 = -451092.044921
  nChanged 182
		SP:Iteration 6Q (159671.390000 sec): 3 clusters
  Score: Raw -453983.592819 + Penalty 2790.441130 = -451193.151689
  nChanged 148
		SP:Iteration 7Q (159671.570000 sec): 3 clusters
  Score: Raw -454057.950526 + Penalty 2790.441130 = -451267.509396
  nChanged 143
		SP:Iteration 8Q (159671.740000 sec): 3 clusters
  Score: Raw -454125.426136 + Penalty 2790.441130 = -451334.985006
  nChanged 106
		SP:Iteration 9Q (159671.910000 sec): 3 clusters
  Score: Raw -454174.694186 + Penalty 2790.441130 = -451384.253056
  nChanged 93
		SP:Iteration 10Q (159672.090000 sec): 3 clusters
  Score: Raw -454208.801340 + Penalty 2790.441130 = -451418.360211
  nChanged 78
		SP:Iteration 11Q (159672.260000 sec): 3 clusters
  Score: Raw -454237.368782 + Penalty 2790.441130 = -451446.927652
  nChanged 67
		SP:Iteration 12Q (159672.430000 sec): 3 clusters
  Score: Raw -454261.474050 + Penalty 2790.441130 = -451471.032920
  nChanged 61
		SP:Iteration 13Q (159672.610000 sec): 3 clusters
  Score: Raw -454288.878043 + Penalty 2790.441130 = -451498.436913
  nChanged 65
		SP:Iteration 14Q (159672.780000 sec): 3 clusters
  Score: Raw -454315.993198 + Penalty 2790.441130 = -451525.552069
  nChanged 67
		SP:Iteration 15Q (159672.950000 sec): 3 clusters
  Score: Raw -454344.666069 + Penalty 2790.441130 = -451554.224939
  nChanged 59
		SP:Iteration 16Q (159673.130000 sec): 3 clusters
  Score: Raw -454367.839785 + Penalty 2790.441130 = -451577.398655
  nChanged 58
		SP:Iteration 17Q (159673.300000 sec): 3 clusters
  Score: Raw -454390.739685 + Penalty 2790.441130 = -451600.298555
  nChanged 47
		SP:Iteration 18Q (159673.470000 sec): 3 clusters
  Score: Raw -454406.941604 + Penalty 2790.441130 = -451616.500475
  nChanged 42
		SP:Iteration 19Q (159673.650000 sec): 3 clusters
  Score: Raw -454420.284745 + Penalty 2790.441130 = -451629.843616
  nChanged 35
		SP:Iteration 20F (159673.820000 sec): 3 clusters
  Score: Raw -454432.753672 + Penalty 2790.441130 = -451642.312543
  nChanged 47
		SP:Iteration 21Q (159674.050000 sec): 3 clusters
  Score: Raw -454448.910537 + Penalty 2790.441130 = -451658.469407
  nChanged 44
		SP:Iteration 22Q (159674.250000 sec): 3 clusters
  Score: Raw -454463.337222 + Penalty 2790.441130 = -451672.896092
  nChanged 28
		SP:Iteration 23Q (159674.400000 sec): 3 clusters
  Score: Raw -454470.758287 + Penalty 2790.441130 = -451680.317158
  nChanged 22
		SP:Iteration 24Q (159674.560000 sec): 3 clusters
  Score: Raw -454477.111344 + Penalty 2790.441130 = -451686.670214
  nChanged 21
		SP:Iteration 25Q (159674.760000 sec): 3 clusters
  Score: Raw -454482.555407 + Penalty 2790.441130 = -451692.114277
  nChanged 23
		SP:Iteration 26Q (159674.980000 sec): 3 clusters
  Score: Raw -454489.684072 + Penalty 2790.441130 = -451699.242943
  nChanged 21
		SP:Iteration 27Q (159675.170000 sec): 3 clusters
  Score: Raw -454494.036726 + Penalty 2790.441130 = -451703.595596
  nChanged 12
		SP:Iteration 28Q (159675.340000 sec): 3 clusters
  Score: Raw -454496.365858 + Penalty 2790.441130 = -451705.924728
  nChanged 8
		SP:Iteration 29Q (159675.490000 sec): 3 clusters
  Score: Raw -454498.050783 + Penalty 2790.441130 = -451707.609653
  nChanged 10
		SP:Iteration 30Q (159675.620000 sec): 3 clusters
  Score: Raw -454500.528534 + Penalty 2790.441130 = -451710.087405
  nChanged 13
		SP:Iteration 31Q (159675.790000 sec): 3 clusters
  Score: Raw -454503.085368 + Penalty 2790.441130 = -451712.644239
  nChanged 7
		SP:Iteration 32Q (159675.990000 sec): 3 clusters
  Score: Raw -454505.498575 + Penalty 2790.441130 = -451715.057446
  nChanged 5
		SP:Iteration 33Q (159676.150000 sec): 3 clusters
  Score: Raw -454506.504092 + Penalty 2790.441130 = -451716.062963
  nChanged 5
		SP:Iteration 34Q (159676.290000 sec): 3 clusters
  Score: Raw -454507.377246 + Penalty 2790.441130 = -451716.936116
  nChanged 4
		SP:Iteration 35Q (159676.470000 sec): 3 clusters
  Score: Raw -454507.957235 + Penalty 2790.441130 = -451717.516106
  nChanged 3
		SP:Iteration 36Q (159676.610000 sec): 3 clusters
  Score: Raw -454508.406793 + Penalty 2790.441130 = -451717.965664
  nChanged 2
		SP:Iteration 37Q (159676.750000 sec): 3 clusters
  Score: Raw -454508.817710 + Penalty 2790.441130 = -451718.376581
  nChanged 3
		SP:Iteration 38Q (159676.890000 sec): 3 clusters
  Score: Raw -454509.620451 + Penalty 2790.441130 = -451719.179322
  nChanged 5
		SP:Iteration 39Q (159677.050000 sec): 3 clusters
  Score: Raw -454510.710999 + Penalty 2790.441130 = -451720.269869
  nChanged 2
		SP:Iteration 40F (159677.190000 sec): 3 clusters
  Score: Raw -454511.331473 + Penalty 2790.441130 = -451720.890344
  nChanged 2
		SP:Iteration 41Q (159677.350000 sec): 3 clusters
  Score: Raw -454511.727086 + Penalty 2790.441130 = -451721.285956
  nChanged 3
		SP:Iteration 42Q (159677.500000 sec): 3 clusters
  Score: Raw -454512.494771 + Penalty 2790.441130 = -451722.053641
  nChanged 4
		SP:Iteration 43Q (159677.650000 sec): 3 clusters
  Score: Raw -454514.099644 + Penalty 2790.441130 = -451723.658515
  nChanged 6
		SP:Iteration 44Q (159677.770000 sec): 3 clusters
  Score: Raw -454515.969853 + Penalty 2790.441130 = -451725.528723
  nChanged 5
		SP:Iteration 45Q (159677.920000 sec): 3 clusters
  Score: Raw -454517.195389 + Penalty 2790.441130 = -451726.754260
  nChanged 4
		SP:Iteration 46Q (159678.060000 sec): 3 clusters
  Score: Raw -454518.479470 + Penalty 2790.441130 = -451728.038340
  nChanged 4
		SP:Iteration 47Q (159678.220000 sec): 3 clusters
  Score: Raw -454519.287038 + Penalty 2790.441130 = -451728.845908
  nChanged 4
		SP:Iteration 48Q (159678.400000 sec): 3 clusters
  Score: Raw -454520.202179 + Penalty 2790.441130 = -451729.761049
  nChanged 5
		SP:Iteration 49Q (159678.580000 sec): 3 clusters
  Score: Raw -454521.127279 + Penalty 2790.441130 = -451730.686150
  nChanged 7
		SP:Iteration 50Q (159678.720000 sec): 3 clusters
  Score: Raw -454523.104383 + Penalty 2790.441130 = -451732.663254
  nChanged 4
		SP:Iteration 51Q (159678.860000 sec): 3 clusters
  Score: Raw -454523.912783 + Penalty 2790.441130 = -451733.471653
  nChanged 6
		SP:Iteration 52Q (159679.000000 sec): 3 clusters
  Score: Raw -454526.191808 + Penalty 2790.441130 = -451735.750678
  nChanged 4
		SP:Iteration 53Q (159679.150000 sec): 3 clusters
  Score: Raw -454527.208468 + Penalty 2790.441130 = -451736.767338
  nChanged 8
		SP:Iteration 54Q (159679.290000 sec): 3 clusters
  Score: Raw -454528.916144 + Penalty 2790.441130 = -451738.475014
  nChanged 12
		SP:Iteration 55Q (159679.440000 sec): 3 clusters
  Score: Raw -454532.110892 + Penalty 2790.441130 = -451741.669763
  nChanged 9
		SP:Iteration 56Q (159679.590000 sec): 3 clusters
  Score: Raw -454533.960609 + Penalty 2790.441130 = -451743.519479
  nChanged 7
		SP:Iteration 57Q (159679.750000 sec): 3 clusters
  Score: Raw -454535.112300 + Penalty 2790.441130 = -451744.671170
  nChanged 3
		SP:Iteration 58Q (159679.890000 sec): 3 clusters
  Score: Raw -454535.713823 + Penalty 2790.441130 = -451745.272693
  nChanged 3
		SP:Iteration 59Q (159680.060000 sec): 3 clusters
  Score: Raw -454536.382659 + Penalty 2790.441130 = -451745.941529
  nChanged 4
		SP:Iteration 60F (159680.240000 sec): 3 clusters
  Score: Raw -454536.946130 + Penalty 2790.441130 = -451746.505000
  nChanged 4
		SP:Iteration 61Q (159680.400000 sec): 3 clusters
  Score: Raw -454537.802925 + Penalty 2790.441130 = -451747.361796
  nChanged 2
		SP:Iteration 62Q (159680.540000 sec): 3 clusters
  Score: Raw -454538.263864 + Penalty 2790.441130 = -451747.822735
  nChanged 2
		SP:Iteration 63Q (159680.680000 sec): 3 clusters
  Score: Raw -454538.536093 + Penalty 2790.441130 = -451748.094963
  nChanged 2
		SP:Iteration 64Q (159680.820000 sec): 3 clusters
  Score: Raw -454539.056059 + Penalty 2790.441130 = -451748.614929
  nChanged 3
		SP:Iteration 65Q (159680.970000 sec): 3 clusters
  Score: Raw -454540.037552 + Penalty 2790.441130 = -451749.596422
  nChanged 3
		SP:Iteration 66Q (159681.110000 sec): 3 clusters
  Score: Raw -454540.834674 + Penalty 2790.441130 = -451750.393545
  nChanged 3
		SP:Iteration 67Q (159681.260000 sec): 3 clusters
  Score: Raw -454541.406228 + Penalty 2790.441130 = -451750.965098
  nChanged 4
		SP:Iteration 68Q (159681.400000 sec): 3 clusters
  Score: Raw -454542.466896 + Penalty 2790.441130 = -451752.025766
  nChanged 3
		SP:Iteration 69Q (159681.530000 sec): 3 clusters
  Score: Raw -454543.518317 + Penalty 2790.441130 = -451753.077187
  nChanged 3
		SP:Iteration 70Q (159681.650000 sec): 3 clusters
  Score: Raw -454544.578054 + Penalty 2790.441130 = -451754.136925
  nChanged 6
		SP:Iteration 71Q (159681.780000 sec): 3 clusters
  Score: Raw -454547.217794 + Penalty 2790.441130 = -451756.776664
  nChanged 5
		SP:Iteration 72Q (159681.960000 sec): 3 clusters
  Score: Raw -454548.624984 + Penalty 2790.441130 = -451758.183854
  nChanged 2
		SP:Iteration 73Q (159682.110000 sec): 3 clusters
  Score: Raw -454549.310711 + Penalty 2790.441130 = -451758.869581
  nChanged 2
		SP:Iteration 74Q (159682.230000 sec): 3 clusters
  Score: Raw -454549.608509 + Penalty 2790.441130 = -451759.167379
  nChanged 2
		SP:Iteration 75Q (159682.360000 sec): 3 clusters
  Score: Raw -454550.782578 + Penalty 2790.441130 = -451760.341448
  nChanged 3
		SP:Iteration 76Q (159682.490000 sec): 3 clusters
  Score: Raw -454551.692836 + Penalty 2790.441130 = -451761.251706
  nChanged 1
		SP:Iteration 77Q (159682.620000 sec): 3 clusters
  Score: Raw -454552.034872 + Penalty 2790.441130 = -451761.593742
  nChanged 3
		SP:Iteration 78Q (159682.750000 sec): 3 clusters
  Score: Raw -454552.771096 + Penalty 2790.441130 = -451762.329966
  nChanged 3
		SP:Iteration 79Q (159682.900000 sec): 3 clusters
  Score: Raw -454553.065407 + Penalty 2790.441130 = -451762.624278
  nChanged 3
		SP:Iteration 80F (159683.040000 sec): 3 clusters
  Score: Raw -454553.611230 + Penalty 2790.441130 = -451763.170100
  nChanged 2
		SP:Iteration 81Q (159683.190000 sec): 3 clusters
  Score: Raw -454553.984756 + Penalty 2790.441130 = -451763.543626
  nChanged 1
		SP:Iteration 82Q (159683.330000 sec): 3 clusters
  Score: Raw -454554.531343 + Penalty 2790.441130 = -451764.090213
  nChanged 4
		SP:Iteration 83Q (159683.470000 sec): 3 clusters
  Score: Raw -454555.312438 + Penalty 2790.441130 = -451764.871308
  nChanged 3
		SP:Iteration 84Q (159683.610000 sec): 3 clusters
  Score: Raw -454556.390017 + Penalty 2790.441130 = -451765.948887
  nChanged 1
		SP:Iteration 85Q (159683.750000 sec): 3 clusters
  Score: Raw -454556.613293 + Penalty 2790.441130 = -451766.172163
  nChanged 0
		SP:Iteration 86F (159683.900000 sec): 3 clusters
  Score: Raw -454556.613293 + Penalty 2790.441130 = -451766.172163
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 96 (4503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159684.040000 sec): 2 clusters
  Score: Raw -333268.885139 + Penalty 1367.031107 = -331901.854032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159684.180000 sec): 3 clusters
  Score: Raw -330967.754699 + Penalty 2734.062214 = -328233.692485
  nChanged 1761
		SP:Iteration 1F (159684.330000 sec): 3 clusters
  Score: Raw -331914.630796 + Penalty 2734.062214 = -329180.568582
  nChanged 369
		SP:Iteration 2F (159684.510000 sec): 3 clusters
  Score: Raw -332166.487197 + Penalty 2734.062214 = -329432.424983
  nChanged 307
		SP:Iteration 3F (159684.700000 sec): 3 clusters
  Score: Raw -332384.185471 + Penalty 2734.062214 = -329650.123256
  nChanged 276
		SP:Iteration 4F (159684.850000 sec): 3 clusters
  Score: Raw -332601.133892 + Penalty 2734.062214 = -329867.071678
  nChanged 245
		SP:Iteration 5F (159685.000000 sec): 3 clusters
  Score: Raw -332793.984037 + Penalty 2734.062214 = -330059.921823
  nChanged 232
		SP:Iteration 6F (159685.160000 sec): 3 clusters
  Score: Raw -332968.886038 + Penalty 2734.062214 = -330234.823824
  nChanged 211
		SP:Iteration 7Q (159685.320000 sec): 3 clusters
  Score: Raw -333115.463468 + Penalty 2734.062214 = -330381.401254
  nChanged 163
		SP:Iteration 8Q (159685.480000 sec): 3 clusters
  Score: Raw -333206.252022 + Penalty 2734.062214 = -330472.189808
  nChanged 125
		SP:Iteration 9Q (159685.640000 sec): 3 clusters
  Score: Raw -333265.078112 + Penalty 2734.062214 = -330531.015898
  nChanged 92
		SP:Iteration 10Q (159685.800000 sec): 3 clusters
  Score: Raw -333304.247556 + Penalty 2734.062214 = -330570.185342
  nChanged 67
		SP:Iteration 11Q (159685.960000 sec): 3 clusters
  Score: Raw -333327.886526 + Penalty 2734.062214 = -330593.824312
  nChanged 45
		SP:Iteration 12Q (159686.120000 sec): 3 clusters
  Score: Raw -333341.858348 + Penalty 2734.062214 = -330607.796134
  nChanged 45
		SP:Iteration 13Q (159686.280000 sec): 3 clusters
  Score: Raw -333360.306247 + Penalty 2734.062214 = -330626.244032
  nChanged 37
		SP:Iteration 14Q (159686.440000 sec): 3 clusters
  Score: Raw -333376.656832 + Penalty 2734.062214 = -330642.594618
  nChanged 46
		SP:Iteration 15Q (159686.640000 sec): 3 clusters
  Score: Raw -333394.700537 + Penalty 2734.062214 = -330660.638323
  nChanged 43
		SP:Iteration 16Q (159686.810000 sec): 3 clusters
  Score: Raw -333411.739088 + Penalty 2734.062214 = -330677.676874
  nChanged 44
		SP:Iteration 17Q (159687.000000 sec): 3 clusters
  Score: Raw -333429.147490 + Penalty 2734.062214 = -330695.085276
  nChanged 36
		SP:Iteration 18Q (159687.150000 sec): 3 clusters
  Score: Raw -333442.486904 + Penalty 2734.062214 = -330708.424690
  nChanged 28
		SP:Iteration 19Q (159687.330000 sec): 3 clusters
  Score: Raw -333451.452721 + Penalty 2734.062214 = -330717.390507
  nChanged 24
		SP:Iteration 20F (159687.510000 sec): 3 clusters
  Score: Raw -333461.260742 + Penalty 2734.062214 = -330727.198528
  nChanged 31
		SP:Iteration 21Q (159687.660000 sec): 3 clusters
  Score: Raw -333470.663975 + Penalty 2734.062214 = -330736.601761
  nChanged 29
		SP:Iteration 22Q (159687.820000 sec): 3 clusters
  Score: Raw -333478.965464 + Penalty 2734.062214 = -330744.903250
  nChanged 17
		SP:Iteration 23Q (159687.960000 sec): 3 clusters
  Score: Raw -333484.381124 + Penalty 2734.062214 = -330750.318910
  nChanged 15
		SP:Iteration 24Q (159688.120000 sec): 3 clusters
  Score: Raw -333489.809902 + Penalty 2734.062214 = -330755.747688
  nChanged 14
		SP:Iteration 25Q (159688.290000 sec): 3 clusters
  Score: Raw -333495.139896 + Penalty 2734.062214 = -330761.077682
  nChanged 16
		SP:Iteration 26Q (159688.450000 sec): 3 clusters
  Score: Raw -333498.454869 + Penalty 2734.062214 = -330764.392655
  nChanged 12
		SP:Iteration 27Q (159688.610000 sec): 3 clusters
  Score: Raw -333500.501627 + Penalty 2734.062214 = -330766.439413
  nChanged 8
		SP:Iteration 28Q (159688.770000 sec): 3 clusters
  Score: Raw -333502.494498 + Penalty 2734.062214 = -330768.432284
  nChanged 7
		SP:Iteration 29Q (159688.940000 sec): 3 clusters
  Score: Raw -333503.657980 + Penalty 2734.062214 = -330769.595766
  nChanged 2
		SP:Iteration 30Q (159689.090000 sec): 3 clusters
  Score: Raw -333504.344329 + Penalty 2734.062214 = -330770.282115
  nChanged 6
		SP:Iteration 31Q (159689.260000 sec): 3 clusters
  Score: Raw -333505.671315 + Penalty 2734.062214 = -330771.609101
  nChanged 3
		SP:Iteration 32Q (159689.430000 sec): 3 clusters
  Score: Raw -333506.289789 + Penalty 2734.062214 = -330772.227575
  nChanged 6
		SP:Iteration 33Q (159689.590000 sec): 3 clusters
  Score: Raw -333507.349542 + Penalty 2734.062214 = -330773.287328
  nChanged 4
		SP:Iteration 34Q (159689.750000 sec): 3 clusters
  Score: Raw -333508.517413 + Penalty 2734.062214 = -330774.455199
  nChanged 2
		SP:Iteration 35Q (159689.910000 sec): 3 clusters
  Score: Raw -333509.179491 + Penalty 2734.062214 = -330775.117277
  nChanged 2
		SP:Iteration 36Q (159690.070000 sec): 3 clusters
  Score: Raw -333509.473954 + Penalty 2734.062214 = -330775.411740
  nChanged 0
		SP:Iteration 37F (159690.280000 sec): 3 clusters
  Score: Raw -333509.473954 + Penalty 2734.062214 = -330775.411740
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 97 (3672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159690.330000 sec): 2 clusters
  Score: Raw -303787.114790 + Penalty 1333.879910 = -302453.234880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159690.540000 sec): 3 clusters
  Score: Raw -301967.580182 + Penalty 2667.759819 = -299299.820363
  nChanged 1415
		SP:Iteration 1F (159690.680000 sec): 3 clusters
  Score: Raw -302817.025810 + Penalty 2667.759819 = -300149.265990
  nChanged 292
		SP:Iteration 2F (159690.850000 sec): 3 clusters
  Score: Raw -303027.844444 + Penalty 2667.759819 = -300360.084625
  nChanged 247
		SP:Iteration 3F (159691.000000 sec): 3 clusters
  Score: Raw -303188.940790 + Penalty 2667.759819 = -300521.180971
  nChanged 183
		SP:Iteration 4Q (159691.150000 sec): 3 clusters
  Score: Raw -303286.002485 + Penalty 2667.759819 = -300618.242665
  nChanged 121
		SP:Iteration 5Q (159691.300000 sec): 3 clusters
  Score: Raw -303343.250070 + Penalty 2667.759819 = -300675.490251
  nChanged 92
		SP:Iteration 6Q (159691.460000 sec): 3 clusters
  Score: Raw -303386.596838 + Penalty 2667.759819 = -300718.837019
  nChanged 90
		SP:Iteration 7Q (159691.610000 sec): 3 clusters
  Score: Raw -303437.908596 + Penalty 2667.759819 = -300770.148777
  nChanged 77
		SP:Iteration 8Q (159691.770000 sec): 3 clusters
  Score: Raw -303471.320168 + Penalty 2667.759819 = -300803.560349
  nChanged 62
		SP:Iteration 9Q (159691.920000 sec): 3 clusters
  Score: Raw -303495.103198 + Penalty 2667.759819 = -300827.343379
  nChanged 50
		SP:Iteration 10Q (159692.080000 sec): 3 clusters
  Score: Raw -303519.610590 + Penalty 2667.759819 = -300851.850770
  nChanged 69
		SP:Iteration 11Q (159692.240000 sec): 3 clusters
  Score: Raw -303551.287678 + Penalty 2667.759819 = -300883.527859
  nChanged 52
		SP:Iteration 12Q (159692.400000 sec): 3 clusters
  Score: Raw -303576.399888 + Penalty 2667.759819 = -300908.640068
  nChanged 60
		SP:Iteration 13Q (159692.560000 sec): 3 clusters
  Score: Raw -303604.564710 + Penalty 2667.759819 = -300936.804891
  nChanged 59
		SP:Iteration 14Q (159692.720000 sec): 3 clusters
  Score: Raw -303627.704667 + Penalty 2667.759819 = -300959.944848
  nChanged 45
		SP:Iteration 15Q (159692.920000 sec): 3 clusters
  Score: Raw -303648.484100 + Penalty 2667.759819 = -300980.724280
  nChanged 41
		SP:Iteration 16Q (159693.100000 sec): 3 clusters
  Score: Raw -303666.535456 + Penalty 2667.759819 = -300998.775637
  nChanged 54
		SP:Iteration 17Q (159693.240000 sec): 3 clusters
  Score: Raw -303690.046392 + Penalty 2667.759819 = -301022.286573
  nChanged 50
		SP:Iteration 18Q (159693.400000 sec): 3 clusters
  Score: Raw -303708.616826 + Penalty 2667.759819 = -301040.857006
  nChanged 32
		SP:Iteration 19Q (159693.530000 sec): 3 clusters
  Score: Raw -303718.354598 + Penalty 2667.759819 = -301050.594779
  nChanged 26
		SP:Iteration 20F (159693.700000 sec): 3 clusters
  Score: Raw -303726.271420 + Penalty 2667.759819 = -301058.511601
  nChanged 26
		SP:Iteration 21Q (159693.840000 sec): 3 clusters
  Score: Raw -303734.702294 + Penalty 2667.759819 = -301066.942475
  nChanged 24
		SP:Iteration 22Q (159694.000000 sec): 3 clusters
  Score: Raw -303742.823024 + Penalty 2667.759819 = -301075.063205
  nChanged 28
		SP:Iteration 23Q (159694.150000 sec): 3 clusters
  Score: Raw -303754.563206 + Penalty 2667.759819 = -301086.803387
  nChanged 32
		SP:Iteration 24Q (159694.310000 sec): 3 clusters
  Score: Raw -303764.026688 + Penalty 2667.759819 = -301096.266869
  nChanged 33
		SP:Iteration 25Q (159694.460000 sec): 3 clusters
  Score: Raw -303773.641182 + Penalty 2667.759819 = -301105.881363
  nChanged 39
		SP:Iteration 26Q (159694.630000 sec): 3 clusters
  Score: Raw -303786.925992 + Penalty 2667.759819 = -301119.166173
  nChanged 27
		SP:Iteration 27Q (159694.780000 sec): 3 clusters
  Score: Raw -303794.329277 + Penalty 2667.759819 = -301126.569458
  nChanged 24
		SP:Iteration 28Q (159694.930000 sec): 3 clusters
  Score: Raw -303802.425623 + Penalty 2667.759819 = -301134.665804
  nChanged 23
		SP:Iteration 29Q (159695.090000 sec): 3 clusters
  Score: Raw -303808.367207 + Penalty 2667.759819 = -301140.607388
  nChanged 18
		SP:Iteration 30Q (159695.250000 sec): 3 clusters
  Score: Raw -303814.424762 + Penalty 2667.759819 = -301146.664943
  nChanged 16
		SP:Iteration 31Q (159695.410000 sec): 3 clusters
  Score: Raw -303820.679911 + Penalty 2667.759819 = -301152.920092
  nChanged 12
		SP:Iteration 32Q (159695.570000 sec): 3 clusters
  Score: Raw -303823.605883 + Penalty 2667.759819 = -301155.846064
  nChanged 11
		SP:Iteration 33Q (159695.740000 sec): 3 clusters
  Score: Raw -303826.680048 + Penalty 2667.759819 = -301158.920229
  nChanged 12
		SP:Iteration 34Q (159695.940000 sec): 3 clusters
  Score: Raw -303829.420600 + Penalty 2667.759819 = -301161.660781
  nChanged 10
		SP:Iteration 35Q (159696.120000 sec): 3 clusters
  Score: Raw -303831.534084 + Penalty 2667.759819 = -301163.774264
  nChanged 15
		SP:Iteration 36Q (159696.300000 sec): 3 clusters
  Score: Raw -303834.995048 + Penalty 2667.759819 = -301167.235228
  nChanged 14
		SP:Iteration 37Q (159696.450000 sec): 3 clusters
  Score: Raw -303837.241999 + Penalty 2667.759819 = -301169.482180
  nChanged 13
		SP:Iteration 38Q (159696.610000 sec): 3 clusters
  Score: Raw -303839.950774 + Penalty 2667.759819 = -301172.190955
  nChanged 15
		SP:Iteration 39Q (159696.760000 sec): 3 clusters
  Score: Raw -303844.490721 + Penalty 2667.759819 = -301176.730902
  nChanged 12
		SP:Iteration 40F (159696.920000 sec): 3 clusters
  Score: Raw -303847.718763 + Penalty 2667.759819 = -301179.958943
  nChanged 14
		SP:Iteration 41Q (159697.110000 sec): 3 clusters
  Score: Raw -303851.208621 + Penalty 2667.759819 = -301183.448801
  nChanged 15
		SP:Iteration 42Q (159697.270000 sec): 3 clusters
  Score: Raw -303855.088272 + Penalty 2667.759819 = -301187.328453
  nChanged 15
		SP:Iteration 43Q (159697.430000 sec): 3 clusters
  Score: Raw -303861.252210 + Penalty 2667.759819 = -301193.492390
  nChanged 21
		SP:Iteration 44Q (159697.580000 sec): 3 clusters
  Score: Raw -303867.646468 + Penalty 2667.759819 = -301199.886648
  nChanged 16
		SP:Iteration 45Q (159697.730000 sec): 3 clusters
  Score: Raw -303872.451197 + Penalty 2667.759819 = -301204.691378
  nChanged 21
		SP:Iteration 46Q (159697.890000 sec): 3 clusters
  Score: Raw -303878.130343 + Penalty 2667.759819 = -301210.370524
  nChanged 22
		SP:Iteration 47Q (159698.060000 sec): 3 clusters
  Score: Raw -303884.186261 + Penalty 2667.759819 = -301216.426441
  nChanged 23
		SP:Iteration 48Q (159698.210000 sec): 3 clusters
  Score: Raw -303891.555112 + Penalty 2667.759819 = -301223.795292
  nChanged 14
		SP:Iteration 49Q (159698.370000 sec): 3 clusters
  Score: Raw -303896.001824 + Penalty 2667.759819 = -301228.242005
  nChanged 14
		SP:Iteration 50Q (159698.520000 sec): 3 clusters
  Score: Raw -303900.980310 + Penalty 2667.759819 = -301233.220491
  nChanged 12
		SP:Iteration 51Q (159698.690000 sec): 3 clusters
  Score: Raw -303904.511369 + Penalty 2667.759819 = -301236.751550
  nChanged 10
		SP:Iteration 52Q (159698.840000 sec): 3 clusters
  Score: Raw -303906.803173 + Penalty 2667.759819 = -301239.043353
  nChanged 7
		SP:Iteration 53Q (159699.000000 sec): 3 clusters
  Score: Raw -303908.299439 + Penalty 2667.759819 = -301240.539619
  nChanged 7
		SP:Iteration 54Q (159699.200000 sec): 3 clusters
  Score: Raw -303910.375417 + Penalty 2667.759819 = -301242.615598
  nChanged 7
		SP:Iteration 55Q (159699.320000 sec): 3 clusters
  Score: Raw -303912.048915 + Penalty 2667.759819 = -301244.289095
  nChanged 4
		SP:Iteration 56Q (159699.460000 sec): 3 clusters
  Score: Raw -303913.383419 + Penalty 2667.759819 = -301245.623599
  nChanged 4
		SP:Iteration 57Q (159699.600000 sec): 3 clusters
  Score: Raw -303914.271344 + Penalty 2667.759819 = -301246.511525
  nChanged 3
		SP:Iteration 58Q (159699.740000 sec): 3 clusters
  Score: Raw -303914.981749 + Penalty 2667.759819 = -301247.221930
  nChanged 5
		SP:Iteration 59Q (159699.890000 sec): 3 clusters
  Score: Raw -303915.654038 + Penalty 2667.759819 = -301247.894218
  nChanged 2
		SP:Iteration 60F (159700.030000 sec): 3 clusters
  Score: Raw -303915.928508 + Penalty 2667.759819 = -301248.168689
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 98 (4812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159700.120000 sec): 2 clusters
  Score: Raw -463508.420002 + Penalty 1377.816063 = -462130.603939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159700.260000 sec): 3 clusters
  Score: Raw -461017.378102 + Penalty 2755.632125 = -458261.745977
  nChanged 1908
		SP:Iteration 1F (159700.410000 sec): 3 clusters
  Score: Raw -462070.365996 + Penalty 2755.632125 = -459314.733871
  nChanged 384
		SP:Iteration 2F (159700.600000 sec): 3 clusters
  Score: Raw -462302.080005 + Penalty 2755.632125 = -459546.447880
  nChanged 319
		SP:Iteration 3F (159700.730000 sec): 3 clusters
  Score: Raw -462515.976303 + Penalty 2755.632125 = -459760.344178
  nChanged 275
		SP:Iteration 4F (159700.880000 sec): 3 clusters
  Score: Raw -462693.280844 + Penalty 2755.632125 = -459937.648719
  nChanged 215
		SP:Iteration 5Q (159701.020000 sec): 3 clusters
  Score: Raw -462848.025445 + Penalty 2755.632125 = -460092.393320
  nChanged 208
		SP:Iteration 6Q (159701.160000 sec): 3 clusters
  Score: Raw -462982.301564 + Penalty 2755.632125 = -460226.669439
  nChanged 161
		SP:Iteration 7Q (159701.300000 sec): 3 clusters
  Score: Raw -463082.437276 + Penalty 2755.632125 = -460326.805151
  nChanged 142
		SP:Iteration 8Q (159701.450000 sec): 3 clusters
  Score: Raw -463161.962433 + Penalty 2755.632125 = -460406.330308
  nChanged 103
		SP:Iteration 9Q (159701.600000 sec): 3 clusters
  Score: Raw -463206.195326 + Penalty 2755.632125 = -460450.563201
  nChanged 84
		SP:Iteration 10Q (159701.740000 sec): 3 clusters
  Score: Raw -463236.859022 + Penalty 2755.632125 = -460481.226897
  nChanged 56
		SP:Iteration 11Q (159701.880000 sec): 3 clusters
  Score: Raw -463261.777118 + Penalty 2755.632125 = -460506.144993
  nChanged 66
		SP:Iteration 12Q (159702.020000 sec): 3 clusters
  Score: Raw -463290.278600 + Penalty 2755.632125 = -460534.646475
  nChanged 61
		SP:Iteration 13Q (159702.170000 sec): 3 clusters
  Score: Raw -463317.684796 + Penalty 2755.632125 = -460562.052671
  nChanged 60
		SP:Iteration 14Q (159702.310000 sec): 3 clusters
  Score: Raw -463343.280936 + Penalty 2755.632125 = -460587.648811
  nChanged 53
		SP:Iteration 15Q (159702.460000 sec): 3 clusters
  Score: Raw -463366.861008 + Penalty 2755.632125 = -460611.228883
  nChanged 55
		SP:Iteration 16Q (159702.600000 sec): 3 clusters
  Score: Raw -463389.363973 + Penalty 2755.632125 = -460633.731848
  nChanged 42
		SP:Iteration 17Q (159702.750000 sec): 3 clusters
  Score: Raw -463408.074522 + Penalty 2755.632125 = -460652.442397
  nChanged 41
		SP:Iteration 18Q (159702.890000 sec): 3 clusters
  Score: Raw -463422.684311 + Penalty 2755.632125 = -460667.052186
  nChanged 38
		SP:Iteration 19Q (159703.030000 sec): 3 clusters
  Score: Raw -463440.284749 + Penalty 2755.632125 = -460684.652624
  nChanged 39
		SP:Iteration 20F (159703.170000 sec): 3 clusters
  Score: Raw -463455.960523 + Penalty 2755.632125 = -460700.328398
  nChanged 31
		SP:Iteration 21Q (159703.320000 sec): 3 clusters
  Score: Raw -463467.388188 + Penalty 2755.632125 = -460711.756063
  nChanged 24
		SP:Iteration 22Q (159703.470000 sec): 3 clusters
  Score: Raw -463479.706509 + Penalty 2755.632125 = -460724.074384
  nChanged 36
		SP:Iteration 23Q (159703.630000 sec): 3 clusters
  Score: Raw -463497.844386 + Penalty 2755.632125 = -460742.212261
  nChanged 26
		SP:Iteration 24Q (159703.770000 sec): 3 clusters
  Score: Raw -463511.550546 + Penalty 2755.632125 = -460755.918421
  nChanged 30
		SP:Iteration 25Q (159703.910000 sec): 3 clusters
  Score: Raw -463522.734012 + Penalty 2755.632125 = -460767.101887
  nChanged 26
		SP:Iteration 26Q (159704.060000 sec): 3 clusters
  Score: Raw -463534.297179 + Penalty 2755.632125 = -460778.665054
  nChanged 30
		SP:Iteration 27Q (159704.210000 sec): 3 clusters
  Score: Raw -463550.204850 + Penalty 2755.632125 = -460794.572725
  nChanged 35
		SP:Iteration 28Q (159704.350000 sec): 3 clusters
  Score: Raw -463573.417556 + Penalty 2755.632125 = -460817.785431
  nChanged 44
		SP:Iteration 29Q (159704.500000 sec): 3 clusters
  Score: Raw -463600.967376 + Penalty 2755.632125 = -460845.335251
  nChanged 42
		SP:Iteration 30Q (159704.640000 sec): 3 clusters
  Score: Raw -463634.016848 + Penalty 2755.632125 = -460878.384723
  nChanged 38
		SP:Iteration 31Q (159704.790000 sec): 3 clusters
  Score: Raw -463662.716609 + Penalty 2755.632125 = -460907.084483
  nChanged 46
		SP:Iteration 32Q (159704.940000 sec): 3 clusters
  Score: Raw -463689.721137 + Penalty 2755.632125 = -460934.089012
  nChanged 31
		SP:Iteration 33Q (159705.090000 sec): 3 clusters
  Score: Raw -463706.549173 + Penalty 2755.632125 = -460950.917048
  nChanged 20
		SP:Iteration 34Q (159705.230000 sec): 3 clusters
  Score: Raw -463718.382063 + Penalty 2755.632125 = -460962.749938
  nChanged 18
		SP:Iteration 35Q (159705.380000 sec): 3 clusters
  Score: Raw -463730.632169 + Penalty 2755.632125 = -460975.000043
  nChanged 14
		SP:Iteration 36Q (159705.530000 sec): 3 clusters
  Score: Raw -463737.985363 + Penalty 2755.632125 = -460982.353238
  nChanged 14
		SP:Iteration 37Q (159705.680000 sec): 3 clusters
  Score: Raw -463742.813935 + Penalty 2755.632125 = -460987.181810
  nChanged 11
		SP:Iteration 38Q (159705.820000 sec): 3 clusters
  Score: Raw -463747.598818 + Penalty 2755.632125 = -460991.966693
  nChanged 12
		SP:Iteration 39Q (159705.960000 sec): 3 clusters
  Score: Raw -463752.810827 + Penalty 2755.632125 = -460997.178702
  nChanged 13
		SP:Iteration 40F (159706.110000 sec): 3 clusters
  Score: Raw -463760.771750 + Penalty 2755.632125 = -461005.139624
  nChanged 13
		SP:Iteration 41Q (159706.260000 sec): 3 clusters
  Score: Raw -463767.056694 + Penalty 2755.632125 = -461011.424569
  nChanged 11
		SP:Iteration 42Q (159706.410000 sec): 3 clusters
  Score: Raw -463773.084669 + Penalty 2755.632125 = -461017.452544
  nChanged 8
		SP:Iteration 43Q (159706.570000 sec): 3 clusters
  Score: Raw -463776.408742 + Penalty 2755.632125 = -461020.776617
  nChanged 8
		SP:Iteration 44Q (159706.700000 sec): 3 clusters
  Score: Raw -463780.617200 + Penalty 2755.632125 = -461024.985075
  nChanged 4
		SP:Iteration 45Q (159706.860000 sec): 3 clusters
  Score: Raw -463782.771622 + Penalty 2755.632125 = -461027.139497
  nChanged 6
		SP:Iteration 46Q (159707.000000 sec): 3 clusters
  Score: Raw -463786.062128 + Penalty 2755.632125 = -461030.430003
  nChanged 7
		SP:Iteration 47Q (159707.180000 sec): 3 clusters
  Score: Raw -463788.994480 + Penalty 2755.632125 = -461033.362355
  nChanged 4
		SP:Iteration 48Q (159707.380000 sec): 3 clusters
  Score: Raw -463790.379162 + Penalty 2755.632125 = -461034.747037
  nChanged 2
		SP:Iteration 49Q (159707.500000 sec): 3 clusters
  Score: Raw -463790.988402 + Penalty 2755.632125 = -461035.356277
  nChanged 1
		SP:Iteration 50Q (159707.700000 sec): 3 clusters
  Score: Raw -463791.335078 + Penalty 2755.632125 = -461035.702953
  nChanged 1
		SP:Iteration 51Q (159707.820000 sec): 3 clusters
  Score: Raw -463791.772047 + Penalty 2755.632125 = -461036.139922
  nChanged 1
		SP:Iteration 52Q (159708.020000 sec): 3 clusters
  Score: Raw -463792.131511 + Penalty 2755.632125 = -461036.499386
  nChanged 1
		SP:Iteration 53Q (159708.140000 sec): 3 clusters
  Score: Raw -463792.329820 + Penalty 2755.632125 = -461036.697695
  nChanged 1
		SP:Iteration 54Q (159708.340000 sec): 3 clusters
  Score: Raw -463792.876268 + Penalty 2755.632125 = -461037.244143
  nChanged 1
		SP:Iteration 55Q (159708.460000 sec): 3 clusters
  Score: Raw -463793.083333 + Penalty 2755.632125 = -461037.451208
  nChanged 0
		SP:Iteration 56F (159708.660000 sec): 3 clusters
  Score: Raw -463793.083333 + Penalty 2755.632125 = -461037.451208
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 99 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159708.740000 sec): 2 clusters
  Score: Raw -100665.683358 + Penalty 1144.371503 = -99521.311855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159708.880000 sec): 3 clusters
  Score: Raw -100289.859645 + Penalty 2288.743006 = -98001.116639
  nChanged 351
		SP:Iteration 1F (159709.020000 sec): 3 clusters
  Score: Raw -100612.048063 + Penalty 2288.743006 = -98323.305057
  nChanged 77
		SP:Iteration 2F (159709.160000 sec): 3 clusters
  Score: Raw -100696.002540 + Penalty 2288.743006 = -98407.259534
  nChanged 49
		SP:Iteration 3Q (159709.310000 sec): 3 clusters
  Score: Raw -100749.256515 + Penalty 2288.743006 = -98460.513509
  nChanged 31
		SP:Iteration 4Q (159709.450000 sec): 3 clusters
  Score: Raw -100784.809915 + Penalty 2288.743006 = -98496.066909
  nChanged 22
		SP:Iteration 5Q (159709.580000 sec): 3 clusters
  Score: Raw -100812.401478 + Penalty 2288.743006 = -98523.658472
  nChanged 16
		SP:Iteration 6Q (159709.730000 sec): 3 clusters
  Score: Raw -100827.009545 + Penalty 2288.743006 = -98538.266539
  nChanged 14
		SP:Iteration 7Q (159709.840000 sec): 3 clusters
  Score: Raw -100841.157429 + Penalty 2288.743006 = -98552.414423
  nChanged 12
		SP:Iteration 8Q (159709.980000 sec): 3 clusters
  Score: Raw -100848.862803 + Penalty 2288.743006 = -98560.119797
  nChanged 5
		SP:Iteration 9Q (159710.130000 sec): 3 clusters
  Score: Raw -100852.440886 + Penalty 2288.743006 = -98563.697880
  nChanged 2
		SP:Iteration 10Q (159710.280000 sec): 3 clusters
  Score: Raw -100853.074705 + Penalty 2288.743006 = -98564.331700
  nChanged 3
		SP:Iteration 11Q (159710.420000 sec): 3 clusters
  Score: Raw -100855.689639 + Penalty 2288.743006 = -98566.946633
  nChanged 2
		SP:Iteration 12Q (159710.580000 sec): 3 clusters
  Score: Raw -100856.614169 + Penalty 2288.743006 = -98567.871163
  nChanged 1
		SP:Iteration 13Q (159710.730000 sec): 3 clusters
  Score: Raw -100856.972253 + Penalty 2288.743006 = -98568.229248
  nChanged 1
		SP:Iteration 14Q (159710.880000 sec): 3 clusters
  Score: Raw -100857.302032 + Penalty 2288.743006 = -98568.559026
  nChanged 0
		SP:Iteration 15F (159711.020000 sec): 3 clusters
  Score: Raw -100857.302032 + Penalty 2288.743006 = -98568.559026
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 100 (6215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159711.110000 sec): 2 clusters
  Score: Raw -531622.001276 + Penalty 1419.392163 = -530202.609113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159711.290000 sec): 3 clusters
  Score: Raw -528321.557882 + Penalty 2838.784326 = -525482.773555
  nChanged 2565
		SP:Iteration 1F (159711.470000 sec): 3 clusters
  Score: Raw -529833.912285 + Penalty 2838.784326 = -526995.127959
  nChanged 507
		SP:Iteration 2F (159711.630000 sec): 3 clusters
  Score: Raw -530185.289826 + Penalty 2838.784326 = -527346.505500
  nChanged 446
		SP:Iteration 3F (159711.880000 sec): 3 clusters
  Score: Raw -530450.814358 + Penalty 2838.784326 = -527612.030031
  nChanged 346
		SP:Iteration 4F (159712.110000 sec): 3 clusters
  Score: Raw -530662.388264 + Penalty 2838.784326 = -527823.603938
  nChanged 310
		SP:Iteration 5Q (159712.260000 sec): 3 clusters
  Score: Raw -530844.627128 + Penalty 2838.784326 = -528005.842802
  nChanged 279
		SP:Iteration 6Q (159712.450000 sec): 3 clusters
  Score: Raw -531019.276471 + Penalty 2838.784326 = -528180.492145
  nChanged 248
		SP:Iteration 7Q (159712.640000 sec): 3 clusters
  Score: Raw -531171.121684 + Penalty 2838.784326 = -528332.337358
  nChanged 206
		SP:Iteration 8Q (159712.830000 sec): 3 clusters
  Score: Raw -531297.198284 + Penalty 2838.784326 = -528458.413958
  nChanged 188
		SP:Iteration 9Q (159713.010000 sec): 3 clusters
  Score: Raw -531407.469836 + Penalty 2838.784326 = -528568.685510
  nChanged 157
		SP:Iteration 10Q (159713.200000 sec): 3 clusters
  Score: Raw -531491.131636 + Penalty 2838.784326 = -528652.347310
  nChanged 134
		SP:Iteration 11Q (159713.400000 sec): 3 clusters
  Score: Raw -531577.466965 + Penalty 2838.784326 = -528738.682639
  nChanged 126
		SP:Iteration 12Q (159713.590000 sec): 3 clusters
  Score: Raw -531658.088225 + Penalty 2838.784326 = -528819.303899
  nChanged 132
		SP:Iteration 13Q (159713.770000 sec): 3 clusters
  Score: Raw -531747.870003 + Penalty 2838.784326 = -528909.085677
  nChanged 124
		SP:Iteration 14Q (159713.960000 sec): 3 clusters
  Score: Raw -531832.907678 + Penalty 2838.784326 = -528994.123352
  nChanged 123
		SP:Iteration 15Q (159714.150000 sec): 3 clusters
  Score: Raw -531941.349868 + Penalty 2838.784326 = -529102.565541
  nChanged 126
		SP:Iteration 16Q (159714.340000 sec): 3 clusters
  Score: Raw -532028.434562 + Penalty 2838.784326 = -529189.650235
  nChanged 97
		SP:Iteration 17Q (159714.520000 sec): 3 clusters
  Score: Raw -532086.622688 + Penalty 2838.784326 = -529247.838362
  nChanged 80
		SP:Iteration 18Q (159714.710000 sec): 3 clusters
  Score: Raw -532131.849121 + Penalty 2838.784326 = -529293.064795
  nChanged 65
		SP:Iteration 19Q (159714.900000 sec): 3 clusters
  Score: Raw -532163.192722 + Penalty 2838.784326 = -529324.408396
  nChanged 49
		SP:Iteration 20F (159715.080000 sec): 3 clusters
  Score: Raw -532186.609849 + Penalty 2838.784326 = -529347.825522
  nChanged 45
		SP:Iteration 21Q (159715.270000 sec): 3 clusters
  Score: Raw -532210.984450 + Penalty 2838.784326 = -529372.200124
  nChanged 46
		SP:Iteration 22Q (159715.490000 sec): 3 clusters
  Score: Raw -532232.903088 + Penalty 2838.784326 = -529394.118762
  nChanged 36
		SP:Iteration 23Q (159715.660000 sec): 3 clusters
  Score: Raw -532249.277260 + Penalty 2838.784326 = -529410.492933
  nChanged 33
		SP:Iteration 24Q (159715.850000 sec): 3 clusters
  Score: Raw -532258.490207 + Penalty 2838.784326 = -529419.705881
  nChanged 16
		SP:Iteration 25Q (159716.000000 sec): 3 clusters
  Score: Raw -532264.619123 + Penalty 2838.784326 = -529425.834796
  nChanged 18
		SP:Iteration 26Q (159716.160000 sec): 3 clusters
  Score: Raw -532272.282690 + Penalty 2838.784326 = -529433.498363
  nChanged 21
		SP:Iteration 27Q (159716.310000 sec): 3 clusters
  Score: Raw -532282.411181 + Penalty 2838.784326 = -529443.626855
  nChanged 23
		SP:Iteration 28Q (159716.460000 sec): 3 clusters
  Score: Raw -532293.837168 + Penalty 2838.784326 = -529455.052842
  nChanged 30
		SP:Iteration 29Q (159716.600000 sec): 3 clusters
  Score: Raw -532305.340971 + Penalty 2838.784326 = -529466.556645
  nChanged 28
		SP:Iteration 30Q (159716.780000 sec): 3 clusters
  Score: Raw -532316.561684 + Penalty 2838.784326 = -529477.777358
  nChanged 26
		SP:Iteration 31Q (159717.000000 sec): 3 clusters
  Score: Raw -532328.667112 + Penalty 2838.784326 = -529489.882786
  nChanged 22
		SP:Iteration 32Q (159717.140000 sec): 3 clusters
  Score: Raw -532339.050517 + Penalty 2838.784326 = -529500.266191
  nChanged 21
		SP:Iteration 33Q (159717.330000 sec): 3 clusters
  Score: Raw -532346.462886 + Penalty 2838.784326 = -529507.678560
  nChanged 22
		SP:Iteration 34Q (159717.500000 sec): 3 clusters
  Score: Raw -532351.942328 + Penalty 2838.784326 = -529513.158002
  nChanged 16
		SP:Iteration 35Q (159717.700000 sec): 3 clusters
  Score: Raw -532356.457431 + Penalty 2838.784326 = -529517.673104
  nChanged 19
		SP:Iteration 36Q (159717.870000 sec): 3 clusters
  Score: Raw -532363.868746 + Penalty 2838.784326 = -529525.084420
  nChanged 20
		SP:Iteration 37Q (159718.020000 sec): 3 clusters
  Score: Raw -532369.719261 + Penalty 2838.784326 = -529530.934935
  nChanged 20
		SP:Iteration 38Q (159718.200000 sec): 3 clusters
  Score: Raw -532376.689693 + Penalty 2838.784326 = -529537.905366
  nChanged 13
		SP:Iteration 39Q (159718.400000 sec): 3 clusters
  Score: Raw -532380.398149 + Penalty 2838.784326 = -529541.613823
  nChanged 16
		SP:Iteration 40F (159718.520000 sec): 3 clusters
  Score: Raw -532384.764308 + Penalty 2838.784326 = -529545.979981
  nChanged 12
		SP:Iteration 41Q (159718.690000 sec): 3 clusters
  Score: Raw -532388.578571 + Penalty 2838.784326 = -529549.794244
  nChanged 6
		SP:Iteration 42Q (159718.920000 sec): 3 clusters
  Score: Raw -532390.085945 + Penalty 2838.784326 = -529551.301619
  nChanged 7
		SP:Iteration 43Q (159719.070000 sec): 3 clusters
  Score: Raw -532391.418419 + Penalty 2838.784326 = -529552.634093
  nChanged 4
		SP:Iteration 44Q (159719.260000 sec): 3 clusters
  Score: Raw -532392.383222 + Penalty 2838.784326 = -529553.598896
  nChanged 2
		SP:Iteration 45Q (159719.420000 sec): 3 clusters
  Score: Raw -532392.734281 + Penalty 2838.784326 = -529553.949955
  nChanged 2
		SP:Iteration 46Q (159719.570000 sec): 3 clusters
  Score: Raw -532393.015946 + Penalty 2838.784326 = -529554.231620
  nChanged 2
		SP:Iteration 47Q (159719.710000 sec): 3 clusters
  Score: Raw -532393.570905 + Penalty 2838.784326 = -529554.786578
  nChanged 3
		SP:Iteration 48Q (159719.850000 sec): 3 clusters
  Score: Raw -532394.035614 + Penalty 2838.784326 = -529555.251288
  nChanged 0
		SP:Iteration 49F (159720.020000 sec): 3 clusters
  Score: Raw -532394.035614 + Penalty 2838.784326 = -529555.251288
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 101 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159720.080000 sec): 2 clusters
  Score: Raw -134279.230268 + Penalty 1174.613123 = -133104.617145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159720.230000 sec): 3 clusters
  Score: Raw -133776.378080 + Penalty 2349.226247 = -131427.151834
  nChanged 463
		SP:Iteration 1F (159720.370000 sec): 3 clusters
  Score: Raw -134121.596275 + Penalty 2349.226247 = -131772.370028
  nChanged 91
		SP:Iteration 2F (159720.510000 sec): 3 clusters
  Score: Raw -134194.670786 + Penalty 2349.226247 = -131845.444539
  nChanged 53
		SP:Iteration 3Q (159720.660000 sec): 3 clusters
  Score: Raw -134241.795262 + Penalty 2349.226247 = -131892.569015
  nChanged 41
		SP:Iteration 4Q (159720.810000 sec): 3 clusters
  Score: Raw -134271.732873 + Penalty 2349.226247 = -131922.506626
  nChanged 30
		SP:Iteration 5Q (159720.950000 sec): 3 clusters
  Score: Raw -134292.037745 + Penalty 2349.226247 = -131942.811499
  nChanged 23
		SP:Iteration 6Q (159721.100000 sec): 3 clusters
  Score: Raw -134308.507093 + Penalty 2349.226247 = -131959.280846
  nChanged 23
		SP:Iteration 7Q (159721.260000 sec): 3 clusters
  Score: Raw -134332.388066 + Penalty 2349.226247 = -131983.161819
  nChanged 23
		SP:Iteration 8Q (159721.440000 sec): 3 clusters
  Score: Raw -134349.206422 + Penalty 2349.226247 = -131999.980176
  nChanged 11
		SP:Iteration 9Q (159721.600000 sec): 3 clusters
  Score: Raw -134356.030298 + Penalty 2349.226247 = -132006.804052
  nChanged 10
		SP:Iteration 10Q (159721.740000 sec): 3 clusters
  Score: Raw -134362.955364 + Penalty 2349.226247 = -132013.729117
  nChanged 5
		SP:Iteration 11Q (159721.880000 sec): 3 clusters
  Score: Raw -134364.712058 + Penalty 2349.226247 = -132015.485811
  nChanged 2
		SP:Iteration 12Q (159722.020000 sec): 3 clusters
  Score: Raw -134365.530471 + Penalty 2349.226247 = -132016.304224
  nChanged 0
		SP:Iteration 13F (159722.160000 sec): 3 clusters
  Score: Raw -134365.530471 + Penalty 2349.226247 = -132016.304224
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 102 (1798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159722.230000 sec): 2 clusters
  Score: Raw -143260.825986 + Penalty 1217.844910 = -142042.981077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159722.370000 sec): 3 clusters
  Score: Raw -142517.054677 + Penalty 2435.689820 = -140081.364857
  nChanged 642
		SP:Iteration 1F (159722.520000 sec): 3 clusters
  Score: Raw -142987.096101 + Penalty 2435.689820 = -140551.406281
  nChanged 159
		SP:Iteration 2F (159722.660000 sec): 3 clusters
  Score: Raw -143188.375822 + Penalty 2435.689820 = -140752.686002
  nChanged 128
		SP:Iteration 3F (159722.800000 sec): 3 clusters
  Score: Raw -143352.789389 + Penalty 2435.689820 = -140917.099570
  nChanged 90
		SP:Iteration 4F (159722.950000 sec): 3 clusters
  Score: Raw -143447.291335 + Penalty 2435.689820 = -141011.601515
  nChanged 68
		SP:Iteration 5Q (159723.090000 sec): 3 clusters
  Score: Raw -143520.374992 + Penalty 2435.689820 = -141084.685172
  nChanged 42
		SP:Iteration 6Q (159723.240000 sec): 3 clusters
  Score: Raw -143559.886388 + Penalty 2435.689820 = -141124.196568
  nChanged 32
		SP:Iteration 7Q (159723.380000 sec): 3 clusters
  Score: Raw -143592.935997 + Penalty 2435.689820 = -141157.246177
  nChanged 22
		SP:Iteration 8Q (159723.520000 sec): 3 clusters
  Score: Raw -143610.861778 + Penalty 2435.689820 = -141175.171958
  nChanged 26
		SP:Iteration 9Q (159723.670000 sec): 3 clusters
  Score: Raw -143645.854543 + Penalty 2435.689820 = -141210.164723
  nChanged 34
		SP:Iteration 10Q (159723.810000 sec): 3 clusters
  Score: Raw -143689.311886 + Penalty 2435.689820 = -141253.622066
  nChanged 28
		SP:Iteration 11Q (159723.950000 sec): 3 clusters
  Score: Raw -143721.881569 + Penalty 2435.689820 = -141286.191749
  nChanged 23
		SP:Iteration 12Q (159724.100000 sec): 3 clusters
  Score: Raw -143742.048249 + Penalty 2435.689820 = -141306.358429
  nChanged 18
		SP:Iteration 13Q (159724.240000 sec): 3 clusters
  Score: Raw -143763.356991 + Penalty 2435.689820 = -141327.667171
  nChanged 16
		SP:Iteration 14Q (159724.390000 sec): 3 clusters
  Score: Raw -143779.425707 + Penalty 2435.689820 = -141343.735887
  nChanged 7
		SP:Iteration 15Q (159724.530000 sec): 3 clusters
  Score: Raw -143788.351697 + Penalty 2435.689820 = -141352.661877
  nChanged 9
		SP:Iteration 16Q (159724.680000 sec): 3 clusters
  Score: Raw -143798.423454 + Penalty 2435.689820 = -141362.733634
  nChanged 16
		SP:Iteration 17Q (159724.820000 sec): 3 clusters
  Score: Raw -143812.822598 + Penalty 2435.689820 = -141377.132778
  nChanged 11
		SP:Iteration 18Q (159724.970000 sec): 3 clusters
  Score: Raw -143824.973315 + Penalty 2435.689820 = -141389.283495
  nChanged 10
		SP:Iteration 19Q (159725.110000 sec): 3 clusters
  Score: Raw -143834.847307 + Penalty 2435.689820 = -141399.157487
  nChanged 14
		SP:Iteration 20F (159725.250000 sec): 3 clusters
  Score: Raw -143847.662080 + Penalty 2435.689820 = -141411.972260
  nChanged 11
		SP:Iteration 21Q (159725.390000 sec): 3 clusters
  Score: Raw -143856.105164 + Penalty 2435.689820 = -141420.415344
  nChanged 8
		SP:Iteration 22Q (159725.540000 sec): 3 clusters
  Score: Raw -143860.500412 + Penalty 2435.689820 = -141424.810592
  nChanged 5
		SP:Iteration 23Q (159725.680000 sec): 3 clusters
  Score: Raw -143867.361575 + Penalty 2435.689820 = -141431.671755
  nChanged 5
		SP:Iteration 24Q (159725.820000 sec): 3 clusters
  Score: Raw -143871.778881 + Penalty 2435.689820 = -141436.089062
  nChanged 4
		SP:Iteration 25Q (159725.970000 sec): 3 clusters
  Score: Raw -143874.284893 + Penalty 2435.689820 = -141438.595073
  nChanged 3
		SP:Iteration 26Q (159726.120000 sec): 3 clusters
  Score: Raw -143876.487217 + Penalty 2435.689820 = -141440.797397
  nChanged 4
		SP:Iteration 27Q (159726.260000 sec): 3 clusters
  Score: Raw -143878.665276 + Penalty 2435.689820 = -141442.975456
  nChanged 2
		SP:Iteration 28Q (159726.400000 sec): 3 clusters
  Score: Raw -143880.361455 + Penalty 2435.689820 = -141444.671635
  nChanged 3
		SP:Iteration 29Q (159726.550000 sec): 3 clusters
  Score: Raw -143882.990354 + Penalty 2435.689820 = -141447.300534
  nChanged 4
		SP:Iteration 30Q (159726.690000 sec): 3 clusters
  Score: Raw -143887.037732 + Penalty 2435.689820 = -141451.347912
  nChanged 5
		SP:Iteration 31Q (159726.840000 sec): 3 clusters
  Score: Raw -143890.422514 + Penalty 2435.689820 = -141454.732694
  nChanged 6
		SP:Iteration 32Q (159726.980000 sec): 3 clusters
  Score: Raw -143895.277914 + Penalty 2435.689820 = -141459.588094
  nChanged 3
		SP:Iteration 33Q (159727.120000 sec): 3 clusters
  Score: Raw -143896.496020 + Penalty 2435.689820 = -141460.806200
  nChanged 1
		SP:Iteration 34Q (159727.270000 sec): 3 clusters
  Score: Raw -143896.921156 + Penalty 2435.689820 = -141461.231337
  nChanged 1
		SP:Iteration 35Q (159727.410000 sec): 3 clusters
  Score: Raw -143898.761623 + Penalty 2435.689820 = -141463.071803
  nChanged 4
		SP:Iteration 36Q (159727.540000 sec): 3 clusters
  Score: Raw -143902.153893 + Penalty 2435.689820 = -141466.464073
  nChanged 5
		SP:Iteration 37Q (159727.660000 sec): 3 clusters
  Score: Raw -143906.280880 + Penalty 2435.689820 = -141470.591060
  nChanged 1
		SP:Iteration 38Q (159727.790000 sec): 3 clusters
  Score: Raw -143907.639844 + Penalty 2435.689820 = -141471.950024
  nChanged 0
		SP:Iteration 39F (159727.920000 sec): 3 clusters
  Score: Raw -143907.639844 + Penalty 2435.689820 = -141471.950024
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 103 (3825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159728.030000 sec): 2 clusters
  Score: Raw -277033.451118 + Penalty 1340.513484 = -275692.937634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159728.160000 sec): 3 clusters
  Score: Raw -275154.262686 + Penalty 2681.026968 = -272473.235719
  nChanged 1551
		SP:Iteration 1F (159728.320000 sec): 3 clusters
  Score: Raw -276290.102740 + Penalty 2681.026968 = -273609.075772
  nChanged 414
		SP:Iteration 2F (159728.480000 sec): 3 clusters
  Score: Raw -276668.443614 + Penalty 2681.026968 = -273987.416646
  nChanged 279
		SP:Iteration 3F (159728.640000 sec): 3 clusters
  Score: Raw -276912.661445 + Penalty 2681.026968 = -274231.634478
  nChanged 206
		SP:Iteration 4F (159728.800000 sec): 3 clusters
  Score: Raw -277075.615474 + Penalty 2681.026968 = -274394.588506
  nChanged 160
		SP:Iteration 5Q (159728.970000 sec): 3 clusters
  Score: Raw -277195.390436 + Penalty 2681.026968 = -274514.363469
  nChanged 128
		SP:Iteration 6Q (159729.150000 sec): 3 clusters
  Score: Raw -277287.724100 + Penalty 2681.026968 = -274606.697132
  nChanged 108
		SP:Iteration 7Q (159729.340000 sec): 3 clusters
  Score: Raw -277360.013403 + Penalty 2681.026968 = -274678.986436
  nChanged 97
		SP:Iteration 8Q (159729.490000 sec): 3 clusters
  Score: Raw -277414.085713 + Penalty 2681.026968 = -274733.058745
  nChanged 83
		SP:Iteration 9Q (159729.670000 sec): 3 clusters
  Score: Raw -277461.175857 + Penalty 2681.026968 = -274780.148889
  nChanged 77
		SP:Iteration 10Q (159729.850000 sec): 3 clusters
  Score: Raw -277504.333600 + Penalty 2681.026968 = -274823.306633
  nChanged 57
		SP:Iteration 11Q (159730.020000 sec): 3 clusters
  Score: Raw -277532.133775 + Penalty 2681.026968 = -274851.106807
  nChanged 42
		SP:Iteration 12Q (159730.190000 sec): 3 clusters
  Score: Raw -277551.241073 + Penalty 2681.026968 = -274870.214106
  nChanged 34
		SP:Iteration 13Q (159730.360000 sec): 3 clusters
  Score: Raw -277562.558662 + Penalty 2681.026968 = -274881.531695
  nChanged 26
		SP:Iteration 14Q (159730.540000 sec): 3 clusters
  Score: Raw -277572.943192 + Penalty 2681.026968 = -274891.916224
  nChanged 22
		SP:Iteration 15Q (159730.690000 sec): 3 clusters
  Score: Raw -277582.125746 + Penalty 2681.026968 = -274901.098779
  nChanged 15
		SP:Iteration 16Q (159730.850000 sec): 3 clusters
  Score: Raw -277590.030863 + Penalty 2681.026968 = -274909.003896
  nChanged 19
		SP:Iteration 17Q (159731.020000 sec): 3 clusters
  Score: Raw -277595.811574 + Penalty 2681.026968 = -274914.784607
  nChanged 14
		SP:Iteration 18Q (159731.220000 sec): 3 clusters
  Score: Raw -277599.478045 + Penalty 2681.026968 = -274918.451077
  nChanged 9
		SP:Iteration 19Q (159731.340000 sec): 3 clusters
  Score: Raw -277601.788601 + Penalty 2681.026968 = -274920.761634
  nChanged 8
		SP:Iteration 20F (159731.500000 sec): 3 clusters
  Score: Raw -277603.741908 + Penalty 2681.026968 = -274922.714940
  nChanged 6
		SP:Iteration 21Q (159731.660000 sec): 3 clusters
  Score: Raw -277605.353129 + Penalty 2681.026968 = -274924.326161
  nChanged 5
		SP:Iteration 22Q (159731.810000 sec): 3 clusters
  Score: Raw -277606.615810 + Penalty 2681.026968 = -274925.588843
  nChanged 4
		SP:Iteration 23Q (159732.000000 sec): 3 clusters
  Score: Raw -277608.011950 + Penalty 2681.026968 = -274926.984983
  nChanged 2
		SP:Iteration 24Q (159732.150000 sec): 3 clusters
  Score: Raw -277608.732065 + Penalty 2681.026968 = -274927.705098
  nChanged 6
		SP:Iteration 25Q (159732.280000 sec): 3 clusters
  Score: Raw -277610.667628 + Penalty 2681.026968 = -274929.640661
  nChanged 5
		SP:Iteration 26Q (159732.480000 sec): 3 clusters
  Score: Raw -277612.112260 + Penalty 2681.026968 = -274931.085292
  nChanged 7
		SP:Iteration 27Q (159732.600000 sec): 3 clusters
  Score: Raw -277613.780039 + Penalty 2681.026968 = -274932.753071
  nChanged 3
		SP:Iteration 28Q (159732.760000 sec): 3 clusters
  Score: Raw -277614.792779 + Penalty 2681.026968 = -274933.765811
  nChanged 2
		SP:Iteration 29Q (159732.910000 sec): 3 clusters
  Score: Raw -277615.512722 + Penalty 2681.026968 = -274934.485754
  nChanged 2
		SP:Iteration 30Q (159733.050000 sec): 3 clusters
  Score: Raw -277616.242157 + Penalty 2681.026968 = -274935.215189
  nChanged 0
		SP:Iteration 31F (159733.210000 sec): 3 clusters
  Score: Raw -277616.242157 + Penalty 2681.026968 = -274935.215189
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 104 (8680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159733.330000 sec): 2 clusters
  Score: Raw -822488.459403 + Penalty 1473.676231 = -821014.783172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159733.510000 sec): 3 clusters
  Score: Raw -817716.963301 + Penalty 2947.352462 = -814769.610838
  nChanged 3674
		SP:Iteration 1F (159733.710000 sec): 3 clusters
  Score: Raw -819811.192389 + Penalty 2947.352462 = -816863.839926
  nChanged 630
		SP:Iteration 2F (159733.890000 sec): 3 clusters
  Score: Raw -820121.151564 + Penalty 2947.352462 = -817173.799101
  nChanged 520
		SP:Iteration 3F (159734.060000 sec): 3 clusters
  Score: Raw -820376.951151 + Penalty 2947.352462 = -817429.598688
  nChanged 438
		SP:Iteration 4F (159734.230000 sec): 3 clusters
  Score: Raw -820585.001734 + Penalty 2947.352462 = -817637.649271
  nChanged 393
		SP:Iteration 5Q (159734.400000 sec): 3 clusters
  Score: Raw -820790.013554 + Penalty 2947.352462 = -817842.661092
  nChanged 378
		SP:Iteration 6Q (159734.560000 sec): 3 clusters
  Score: Raw -820999.047504 + Penalty 2947.352462 = -818051.695042
  nChanged 377
		SP:Iteration 7Q (159734.730000 sec): 3 clusters
  Score: Raw -821203.386870 + Penalty 2947.352462 = -818256.034407
  nChanged 360
		SP:Iteration 8Q (159734.890000 sec): 3 clusters
  Score: Raw -821435.916083 + Penalty 2947.352462 = -818488.563621
  nChanged 364
		SP:Iteration 9Q (159735.050000 sec): 3 clusters
  Score: Raw -821677.107213 + Penalty 2947.352462 = -818729.754751
  nChanged 306
		SP:Iteration 10Q (159735.220000 sec): 3 clusters
  Score: Raw -821860.271818 + Penalty 2947.352462 = -818912.919356
  nChanged 245
		SP:Iteration 11Q (159735.400000 sec): 3 clusters
  Score: Raw -822037.520499 + Penalty 2947.352462 = -819090.168036
  nChanged 210
		SP:Iteration 12Q (159735.570000 sec): 3 clusters
  Score: Raw -822178.673317 + Penalty 2947.352462 = -819231.320855
  nChanged 161
		SP:Iteration 13Q (159735.760000 sec): 3 clusters
  Score: Raw -822291.178198 + Penalty 2947.352462 = -819343.825736
  nChanged 131
		SP:Iteration 14Q (159735.940000 sec): 3 clusters
  Score: Raw -822381.580458 + Penalty 2947.352462 = -819434.227995
  nChanged 96
		SP:Iteration 15Q (159736.180000 sec): 3 clusters
  Score: Raw -822452.002446 + Penalty 2947.352462 = -819504.649983
  nChanged 79
		SP:Iteration 16Q (159736.330000 sec): 3 clusters
  Score: Raw -822512.364287 + Penalty 2947.352462 = -819565.011824
  nChanged 55
		SP:Iteration 17Q (159736.490000 sec): 3 clusters
  Score: Raw -822551.591098 + Penalty 2947.352462 = -819604.238636
  nChanged 42
		SP:Iteration 18Q (159736.670000 sec): 3 clusters
  Score: Raw -822584.892129 + Penalty 2947.352462 = -819637.539666
  nChanged 35
		SP:Iteration 19Q (159736.840000 sec): 3 clusters
  Score: Raw -822614.099781 + Penalty 2947.352462 = -819666.747319
  nChanged 30
		SP:Iteration 20F (159737.010000 sec): 3 clusters
  Score: Raw -822637.349417 + Penalty 2947.352462 = -819689.996954
  nChanged 22
		SP:Iteration 21Q (159737.180000 sec): 3 clusters
  Score: Raw -822651.833317 + Penalty 2947.352462 = -819704.480855
  nChanged 10
		SP:Iteration 22Q (159737.380000 sec): 3 clusters
  Score: Raw -822659.347923 + Penalty 2947.352462 = -819711.995460
  nChanged 13
		SP:Iteration 23Q (159737.580000 sec): 3 clusters
  Score: Raw -822671.319295 + Penalty 2947.352462 = -819723.966833
  nChanged 7
		SP:Iteration 24Q (159737.740000 sec): 3 clusters
  Score: Raw -822676.693703 + Penalty 2947.352462 = -819729.341240
  nChanged 7
		SP:Iteration 25Q (159737.910000 sec): 3 clusters
  Score: Raw -822680.629242 + Penalty 2947.352462 = -819733.276780
  nChanged 9
		SP:Iteration 26Q (159738.110000 sec): 3 clusters
  Score: Raw -822687.576107 + Penalty 2947.352462 = -819740.223645
  nChanged 5
		SP:Iteration 27Q (159738.310000 sec): 3 clusters
  Score: Raw -822690.525001 + Penalty 2947.352462 = -819743.172539
  nChanged 6
		SP:Iteration 28Q (159738.550000 sec): 3 clusters
  Score: Raw -822695.421125 + Penalty 2947.352462 = -819748.068663
  nChanged 4
		SP:Iteration 29Q (159738.710000 sec): 3 clusters
  Score: Raw -822698.878434 + Penalty 2947.352462 = -819751.525972
  nChanged 6
		SP:Iteration 30Q (159738.880000 sec): 3 clusters
  Score: Raw -822704.190615 + Penalty 2947.352462 = -819756.838153
  nChanged 5
		SP:Iteration 31Q (159739.020000 sec): 3 clusters
  Score: Raw -822707.973915 + Penalty 2947.352462 = -819760.621453
  nChanged 4
		SP:Iteration 32Q (159739.240000 sec): 3 clusters
  Score: Raw -822711.091443 + Penalty 2947.352462 = -819763.738980
  nChanged 4
		SP:Iteration 33Q (159739.440000 sec): 3 clusters
  Score: Raw -822713.322914 + Penalty 2947.352462 = -819765.970452
  nChanged 1
		SP:Iteration 34Q (159739.600000 sec): 3 clusters
  Score: Raw -822714.268217 + Penalty 2947.352462 = -819766.915755
  nChanged 2
		SP:Iteration 35Q (159739.730000 sec): 3 clusters
  Score: Raw -822715.957405 + Penalty 2947.352462 = -819768.604943
  nChanged 0
		SP:Iteration 36F (159739.890000 sec): 3 clusters
  Score: Raw -822715.957405 + Penalty 2947.352462 = -819768.604943
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 105 (3437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159739.990000 sec): 2 clusters
  Score: Raw -268609.919002 + Penalty 1323.132570 = -267286.786432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159740.150000 sec): 3 clusters
  Score: Raw -266970.270871 + Penalty 2646.265140 = -264324.005731
  nChanged 1329
		SP:Iteration 1F (159740.300000 sec): 3 clusters
  Score: Raw -268022.584865 + Penalty 2646.265140 = -265376.319725
  nChanged 329
		SP:Iteration 2F (159740.460000 sec): 3 clusters
  Score: Raw -268359.659363 + Penalty 2646.265140 = -265713.394223
  nChanged 282
		SP:Iteration 3F (159740.620000 sec): 3 clusters
  Score: Raw -268639.200226 + Penalty 2646.265140 = -265992.935086
  nChanged 217
		SP:Iteration 4F (159740.780000 sec): 3 clusters
  Score: Raw -268878.106739 + Penalty 2646.265140 = -266231.841599
  nChanged 186
		SP:Iteration 5F (159740.940000 sec): 3 clusters
  Score: Raw -269048.243782 + Penalty 2646.265140 = -266401.978642
  nChanged 144
		SP:Iteration 6Q (159741.140000 sec): 3 clusters
  Score: Raw -269167.827047 + Penalty 2646.265140 = -266521.561907
  nChanged 114
		SP:Iteration 7Q (159741.290000 sec): 3 clusters
  Score: Raw -269247.130054 + Penalty 2646.265140 = -266600.864914
  nChanged 87
		SP:Iteration 8Q (159741.460000 sec): 3 clusters
  Score: Raw -269312.943839 + Penalty 2646.265140 = -266666.678699
  nChanged 71
		SP:Iteration 9Q (159741.630000 sec): 3 clusters
  Score: Raw -269361.706015 + Penalty 2646.265140 = -266715.440875
  nChanged 66
		SP:Iteration 10Q (159741.810000 sec): 3 clusters
  Score: Raw -269399.838257 + Penalty 2646.265140 = -266753.573117
  nChanged 47
		SP:Iteration 11Q (159741.970000 sec): 3 clusters
  Score: Raw -269430.309385 + Penalty 2646.265140 = -266784.044245
  nChanged 35
		SP:Iteration 12Q (159742.120000 sec): 3 clusters
  Score: Raw -269452.116388 + Penalty 2646.265140 = -266805.851248
  nChanged 31
		SP:Iteration 13Q (159742.260000 sec): 3 clusters
  Score: Raw -269475.931263 + Penalty 2646.265140 = -266829.666124
  nChanged 21
		SP:Iteration 14Q (159742.410000 sec): 3 clusters
  Score: Raw -269485.281518 + Penalty 2646.265140 = -266839.016378
  nChanged 25
		SP:Iteration 15Q (159742.550000 sec): 3 clusters
  Score: Raw -269496.872865 + Penalty 2646.265140 = -266850.607725
  nChanged 19
		SP:Iteration 16Q (159742.690000 sec): 3 clusters
  Score: Raw -269505.935564 + Penalty 2646.265140 = -266859.670424
  nChanged 16
		SP:Iteration 17Q (159742.840000 sec): 3 clusters
  Score: Raw -269514.105116 + Penalty 2646.265140 = -266867.839976
  nChanged 17
		SP:Iteration 18Q (159742.990000 sec): 3 clusters
  Score: Raw -269520.598923 + Penalty 2646.265140 = -266874.333783
  nChanged 6
		SP:Iteration 19Q (159743.160000 sec): 3 clusters
  Score: Raw -269523.575301 + Penalty 2646.265140 = -266877.310161
  nChanged 7
		SP:Iteration 20F (159743.330000 sec): 3 clusters
  Score: Raw -269526.840129 + Penalty 2646.265140 = -266880.574989
  nChanged 4
		SP:Iteration 21Q (159743.500000 sec): 3 clusters
  Score: Raw -269529.019799 + Penalty 2646.265140 = -266882.754659
  nChanged 2
		SP:Iteration 22Q (159743.570000 sec): 3 clusters
  Score: Raw -269529.462815 + Penalty 2646.265140 = -266883.197675
  nChanged 0
		SP:Iteration 23F (159743.630000 sec): 3 clusters
  Score: Raw -269529.462815 + Penalty 2646.265140 = -266883.197675
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 106 (6067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159743.750000 sec): 2 clusters
  Score: Raw -494192.477451 + Penalty 1415.475673 = -492777.001778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159743.930000 sec): 3 clusters
  Score: Raw -490937.149165 + Penalty 2830.951347 = -488106.197819
  nChanged 2499
		SP:Iteration 1F (159744.150000 sec): 3 clusters
  Score: Raw -492531.355105 + Penalty 2830.951347 = -489700.403759
  nChanged 522
		SP:Iteration 2F (159744.300000 sec): 3 clusters
  Score: Raw -492996.688989 + Penalty 2830.951347 = -490165.737642
  nChanged 496
		SP:Iteration 3F (159744.490000 sec): 3 clusters
  Score: Raw -493445.178174 + Penalty 2830.951347 = -490614.226828
  nChanged 432
		SP:Iteration 4F (159744.650000 sec): 3 clusters
  Score: Raw -493824.757605 + Penalty 2830.951347 = -490993.806259
  nChanged 387
		SP:Iteration 5F (159744.820000 sec): 3 clusters
  Score: Raw -494127.950792 + Penalty 2830.951347 = -491296.999445
  nChanged 307
		SP:Iteration 6F (159745.010000 sec): 3 clusters
  Score: Raw -494359.998021 + Penalty 2830.951347 = -491529.046675
  nChanged 248
		SP:Iteration 7Q (159745.190000 sec): 3 clusters
  Score: Raw -494526.810263 + Penalty 2830.951347 = -491695.858916
  nChanged 186
		SP:Iteration 8Q (159745.350000 sec): 3 clusters
  Score: Raw -494625.211207 + Penalty 2830.951347 = -491794.259861
  nChanged 137
		SP:Iteration 9Q (159745.500000 sec): 3 clusters
  Score: Raw -494690.262174 + Penalty 2830.951347 = -491859.310827
  nChanged 106
		SP:Iteration 10Q (159745.650000 sec): 3 clusters
  Score: Raw -494730.273612 + Penalty 2830.951347 = -491899.322265
  nChanged 78
		SP:Iteration 11Q (159745.800000 sec): 3 clusters
  Score: Raw -494755.758837 + Penalty 2830.951347 = -491924.807490
  nChanged 55
		SP:Iteration 12Q (159745.970000 sec): 3 clusters
  Score: Raw -494771.333055 + Penalty 2830.951347 = -491940.381709
  nChanged 40
		SP:Iteration 13Q (159746.110000 sec): 3 clusters
  Score: Raw -494778.878769 + Penalty 2830.951347 = -491947.927423
  nChanged 30
		SP:Iteration 14Q (159746.290000 sec): 3 clusters
  Score: Raw -494784.934969 + Penalty 2830.951347 = -491953.983623
  nChanged 21
		SP:Iteration 15Q (159746.430000 sec): 3 clusters
  Score: Raw -494788.694120 + Penalty 2830.951347 = -491957.742774
  nChanged 16
		SP:Iteration 16Q (159746.610000 sec): 3 clusters
  Score: Raw -494792.737705 + Penalty 2830.951347 = -491961.786359
  nChanged 17
		SP:Iteration 17Q (159746.820000 sec): 3 clusters
  Score: Raw -494797.123817 + Penalty 2830.951347 = -491966.172471
  nChanged 11
		SP:Iteration 18Q (159746.970000 sec): 3 clusters
  Score: Raw -494799.504180 + Penalty 2830.951347 = -491968.552833
  nChanged 10
		SP:Iteration 19Q (159747.150000 sec): 3 clusters
  Score: Raw -494802.107353 + Penalty 2830.951347 = -491971.156006
  nChanged 10
		SP:Iteration 20F (159747.300000 sec): 3 clusters
  Score: Raw -494804.063503 + Penalty 2830.951347 = -491973.112156
  nChanged 7
		SP:Iteration 21Q (159747.480000 sec): 3 clusters
  Score: Raw -494804.760462 + Penalty 2830.951347 = -491973.809115
  nChanged 3
		SP:Iteration 22Q (159747.690000 sec): 3 clusters
  Score: Raw -494805.180794 + Penalty 2830.951347 = -491974.229447
  nChanged 4
		SP:Iteration 23Q (159747.860000 sec): 3 clusters
  Score: Raw -494806.132813 + Penalty 2830.951347 = -491975.181467
  nChanged 3
		SP:Iteration 24Q (159748.010000 sec): 3 clusters
  Score: Raw -494806.827057 + Penalty 2830.951347 = -491975.875710
  nChanged 3
		SP:Iteration 25Q (159748.140000 sec): 3 clusters
  Score: Raw -494807.532695 + Penalty 2830.951347 = -491976.581348
  nChanged 3
		SP:Iteration 26Q (159748.340000 sec): 3 clusters
  Score: Raw -494808.138431 + Penalty 2830.951347 = -491977.187084
  nChanged 2
		SP:Iteration 27Q (159748.500000 sec): 3 clusters
  Score: Raw -494808.333523 + Penalty 2830.951347 = -491977.382176
  nChanged 1
		SP:Iteration 28Q (159748.680000 sec): 3 clusters
  Score: Raw -494808.398433 + Penalty 2830.951347 = -491977.447087
  nChanged 2
		SP:Iteration 29Q (159748.930000 sec): 3 clusters
  Score: Raw -494808.654979 + Penalty 2830.951347 = -491977.703633
  nChanged 1
		SP:Iteration 30Q (159749.070000 sec): 3 clusters
  Score: Raw -494808.860231 + Penalty 2830.951347 = -491977.908884
  nChanged 0
		SP:Iteration 31F (159749.240000 sec): 3 clusters
  Score: Raw -494808.860231 + Penalty 2830.951347 = -491977.908884
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 107 (771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159749.340000 sec): 2 clusters
  Score: Raw -59206.078098 + Penalty 1080.249361 = -58125.828737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159749.500000 sec): 3 clusters
  Score: Raw -59090.459296 + Penalty 2160.498721 = -56929.960575
  nChanged 215
		SP:Iteration 1F (159749.660000 sec): 3 clusters
  Score: Raw -59411.890599 + Penalty 2160.498721 = -57251.391877
  nChanged 70
		SP:Iteration 2F (159749.840000 sec): 3 clusters
  Score: Raw -59570.692978 + Penalty 2160.498721 = -57410.194257
  nChanged 41
		SP:Iteration 3F (159750.020000 sec): 3 clusters
  Score: Raw -59724.333682 + Penalty 2160.498721 = -57563.834960
  nChanged 35
		SP:Iteration 4Q (159750.190000 sec): 3 clusters
  Score: Raw -59826.322721 + Penalty 2160.498721 = -57665.823999
  nChanged 19
		SP:Iteration 5Q (159750.370000 sec): 3 clusters
  Score: Raw -59854.854802 + Penalty 2160.498721 = -57694.356080
  nChanged 21
		SP:Iteration 6Q (159750.540000 sec): 3 clusters
  Score: Raw -59889.956231 + Penalty 2160.498721 = -57729.457509
  nChanged 12
		SP:Iteration 7Q (159750.720000 sec): 3 clusters
  Score: Raw -59910.679060 + Penalty 2160.498721 = -57750.180339
  nChanged 11
		SP:Iteration 8Q (159750.900000 sec): 3 clusters
  Score: Raw -59929.457351 + Penalty 2160.498721 = -57768.958629
  nChanged 10
		SP:Iteration 9Q (159751.070000 sec): 3 clusters
  Score: Raw -59953.064200 + Penalty 2160.498721 = -57792.565479
  nChanged 8
		SP:Iteration 10Q (159751.250000 sec): 3 clusters
  Score: Raw -59973.940028 + Penalty 2160.498721 = -57813.441306
  nChanged 8
		SP:Iteration 11Q (159751.270000 sec): 3 clusters
  Score: Raw -59991.588033 + Penalty 2160.498721 = -57831.089312
  nChanged 6
		SP:Iteration 12Q (159751.290000 sec): 3 clusters
  Score: Raw -60005.911796 + Penalty 2160.498721 = -57845.413074
  nChanged 7
		SP:Iteration 13Q (159751.310000 sec): 3 clusters
  Score: Raw -60011.219511 + Penalty 2160.498721 = -57850.720790
  nChanged 2
		SP:Iteration 14Q (159751.330000 sec): 3 clusters
  Score: Raw -60015.271103 + Penalty 2160.498721 = -57854.772382
  nChanged 4
		SP:Iteration 15Q (159751.360000 sec): 3 clusters
  Score: Raw -60020.601900 + Penalty 2160.498721 = -57860.103179
  nChanged 2
		SP:Iteration 16Q (159751.380000 sec): 3 clusters
  Score: Raw -60025.890762 + Penalty 2160.498721 = -57865.392041
  nChanged 2
		SP:Iteration 17Q (159751.400000 sec): 3 clusters
  Score: Raw -60028.142040 + Penalty 2160.498721 = -57867.643319
  nChanged 2
		SP:Iteration 18Q (159751.430000 sec): 3 clusters
  Score: Raw -60030.184991 + Penalty 2160.498721 = -57869.686269
  nChanged 2
		SP:Iteration 19Q (159751.460000 sec): 3 clusters
  Score: Raw -60031.776962 + Penalty 2160.498721 = -57871.278241
  nChanged 1
		SP:Iteration 20F (159751.480000 sec): 3 clusters
  Score: Raw -60035.002884 + Penalty 2160.498721 = -57874.504162
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 108 (5137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159751.600000 sec): 2 clusters
  Score: Raw -432772.057244 + Penalty 1388.436486 = -431383.620758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159751.780000 sec): 3 clusters
  Score: Raw -430069.269576 + Penalty 2776.872972 = -427292.396603
  nChanged 2121
		SP:Iteration 1F (159751.960000 sec): 3 clusters
  Score: Raw -431239.969645 + Penalty 2776.872972 = -428463.096673
  nChanged 435
		SP:Iteration 2F (159752.150000 sec): 3 clusters
  Score: Raw -431547.242536 + Penalty 2776.872972 = -428770.369563
  nChanged 326
		SP:Iteration 3F (159752.310000 sec): 3 clusters
  Score: Raw -431807.655405 + Penalty 2776.872972 = -429030.782433
  nChanged 295
		SP:Iteration 4F (159752.460000 sec): 3 clusters
  Score: Raw -432042.835690 + Penalty 2776.872972 = -429265.962717
  nChanged 288
		SP:Iteration 5F (159752.630000 sec): 3 clusters
  Score: Raw -432249.011780 + Penalty 2776.872972 = -429472.138807
  nChanged 252
		SP:Iteration 6Q (159752.790000 sec): 3 clusters
  Score: Raw -432431.317306 + Penalty 2776.872972 = -429654.444333
  nChanged 215
		SP:Iteration 7Q (159752.940000 sec): 3 clusters
  Score: Raw -432567.114899 + Penalty 2776.872972 = -429790.241926
  nChanged 183
		SP:Iteration 8Q (159753.090000 sec): 3 clusters
  Score: Raw -432656.472781 + Penalty 2776.872972 = -429879.599809
  nChanged 126
		SP:Iteration 9Q (159753.270000 sec): 3 clusters
  Score: Raw -432721.351666 + Penalty 2776.872972 = -429944.478694
  nChanged 112
		SP:Iteration 10Q (159753.420000 sec): 3 clusters
  Score: Raw -432782.894183 + Penalty 2776.872972 = -430006.021210
  nChanged 110
		SP:Iteration 11Q (159753.570000 sec): 3 clusters
  Score: Raw -432841.638958 + Penalty 2776.872972 = -430064.765985
  nChanged 97
		SP:Iteration 12Q (159753.740000 sec): 3 clusters
  Score: Raw -432892.315765 + Penalty 2776.872972 = -430115.442792
  nChanged 77
		SP:Iteration 13Q (159753.830000 sec): 3 clusters
  Score: Raw -432926.303934 + Penalty 2776.872972 = -430149.430962
  nChanged 63
		SP:Iteration 14Q (159754.000000 sec): 3 clusters
  Score: Raw -432951.960527 + Penalty 2776.872972 = -430175.087554
  nChanged 58
		SP:Iteration 15Q (159754.170000 sec): 3 clusters
  Score: Raw -432979.316162 + Penalty 2776.872972 = -430202.443189
  nChanged 63
		SP:Iteration 16Q (159754.350000 sec): 3 clusters
  Score: Raw -433005.982284 + Penalty 2776.872972 = -430229.109312
  nChanged 61
		SP:Iteration 17Q (159754.530000 sec): 3 clusters
  Score: Raw -433036.492060 + Penalty 2776.872972 = -430259.619088
  nChanged 56
		SP:Iteration 18Q (159754.700000 sec): 3 clusters
  Score: Raw -433063.928225 + Penalty 2776.872972 = -430287.055253
  nChanged 57
		SP:Iteration 19Q (159754.870000 sec): 3 clusters
  Score: Raw -433095.804047 + Penalty 2776.872972 = -430318.931074
  nChanged 61
		SP:Iteration 20F (159755.050000 sec): 3 clusters
  Score: Raw -433127.733737 + Penalty 2776.872972 = -430350.860765
  nChanged 57
		SP:Iteration 21Q (159755.230000 sec): 3 clusters
  Score: Raw -433161.160205 + Penalty 2776.872972 = -430384.287233
  nChanged 67
		SP:Iteration 22Q (159755.410000 sec): 3 clusters
  Score: Raw -433202.647939 + Penalty 2776.872972 = -430425.774967
  nChanged 60
		SP:Iteration 23Q (159755.600000 sec): 3 clusters
  Score: Raw -433233.898071 + Penalty 2776.872972 = -430457.025099
  nChanged 60
		SP:Iteration 24Q (159755.770000 sec): 3 clusters
  Score: Raw -433270.117916 + Penalty 2776.872972 = -430493.244944
  nChanged 66
		SP:Iteration 25Q (159755.920000 sec): 3 clusters
  Score: Raw -433312.296490 + Penalty 2776.872972 = -430535.423518
  nChanged 61
		SP:Iteration 26Q (159756.080000 sec): 3 clusters
  Score: Raw -433348.137989 + Penalty 2776.872972 = -430571.265017
  nChanged 61
		SP:Iteration 27Q (159756.230000 sec): 3 clusters
  Score: Raw -433379.793579 + Penalty 2776.872972 = -430602.920606
  nChanged 55
		SP:Iteration 28Q (159756.380000 sec): 3 clusters
  Score: Raw -433404.178334 + Penalty 2776.872972 = -430627.305362
  nChanged 46
		SP:Iteration 29Q (159756.540000 sec): 3 clusters
  Score: Raw -433421.509280 + Penalty 2776.872972 = -430644.636307
  nChanged 37
		SP:Iteration 30Q (159756.700000 sec): 3 clusters
  Score: Raw -433436.754555 + Penalty 2776.872972 = -430659.881583
  nChanged 43
		SP:Iteration 31Q (159756.850000 sec): 3 clusters
  Score: Raw -433456.293708 + Penalty 2776.872972 = -430679.420736
  nChanged 39
		SP:Iteration 32Q (159757.010000 sec): 3 clusters
  Score: Raw -433471.548549 + Penalty 2776.872972 = -430694.675577
  nChanged 26
		SP:Iteration 33Q (159757.160000 sec): 3 clusters
  Score: Raw -433479.623740 + Penalty 2776.872972 = -430702.750768
  nChanged 18
		SP:Iteration 34Q (159757.310000 sec): 3 clusters
  Score: Raw -433484.097806 + Penalty 2776.872972 = -430707.224833
  nChanged 9
		SP:Iteration 35Q (159757.470000 sec): 3 clusters
  Score: Raw -433485.442405 + Penalty 2776.872972 = -430708.569432
  nChanged 2
		SP:Iteration 36Q (159757.620000 sec): 3 clusters
  Score: Raw -433485.707061 + Penalty 2776.872972 = -430708.834089
  nChanged 1
		SP:Iteration 37Q (159757.780000 sec): 3 clusters
  Score: Raw -433485.771079 + Penalty 2776.872972 = -430708.898106
  nChanged 1
		SP:Iteration 38Q (159757.940000 sec): 3 clusters
  Score: Raw -433485.866314 + Penalty 2776.872972 = -430708.993342
  nChanged 2
		SP:Iteration 39Q (159758.090000 sec): 3 clusters
  Score: Raw -433486.777739 + Penalty 2776.872972 = -430709.904767
  nChanged 7
		SP:Iteration 40F (159758.240000 sec): 3 clusters
  Score: Raw -433488.241552 + Penalty 2776.872972 = -430711.368579
  nChanged 8
		SP:Iteration 41Q (159758.400000 sec): 3 clusters
  Score: Raw -433489.640785 + Penalty 2776.872972 = -430712.767812
  nChanged 10
		SP:Iteration 42Q (159758.550000 sec): 3 clusters
  Score: Raw -433491.514052 + Penalty 2776.872972 = -430714.641080
  nChanged 7
		SP:Iteration 43Q (159758.710000 sec): 3 clusters
  Score: Raw -433493.066839 + Penalty 2776.872972 = -430716.193866
  nChanged 7
		SP:Iteration 44Q (159758.860000 sec): 3 clusters
  Score: Raw -433494.497032 + Penalty 2776.872972 = -430717.624059
  nChanged 6
		SP:Iteration 45Q (159759.010000 sec): 3 clusters
  Score: Raw -433495.432514 + Penalty 2776.872972 = -430718.559542
  nChanged 3
		SP:Iteration 46Q (159759.160000 sec): 3 clusters
  Score: Raw -433496.440629 + Penalty 2776.872972 = -430719.567656
  nChanged 7
		SP:Iteration 47Q (159759.320000 sec): 3 clusters
  Score: Raw -433498.401266 + Penalty 2776.872972 = -430721.528294
  nChanged 13
		SP:Iteration 48Q (159759.520000 sec): 3 clusters
  Score: Raw -433504.309764 + Penalty 2776.872972 = -430727.436792
  nChanged 15
		SP:Iteration 49Q (159759.700000 sec): 3 clusters
  Score: Raw -433510.247846 + Penalty 2776.872972 = -430733.374873
  nChanged 18
		SP:Iteration 50Q (159759.840000 sec): 3 clusters
  Score: Raw -433517.708372 + Penalty 2776.872972 = -430740.835400
  nChanged 20
		SP:Iteration 51Q (159760.010000 sec): 3 clusters
  Score: Raw -433526.523569 + Penalty 2776.872972 = -430749.650596
  nChanged 28
		SP:Iteration 52Q (159760.190000 sec): 3 clusters
  Score: Raw -433540.704031 + Penalty 2776.872972 = -430763.831058
  nChanged 26
		SP:Iteration 53Q (159760.360000 sec): 3 clusters
  Score: Raw -433552.010803 + Penalty 2776.872972 = -430775.137831
  nChanged 28
		SP:Iteration 54Q (159760.540000 sec): 3 clusters
  Score: Raw -433566.946491 + Penalty 2776.872972 = -430790.073518
  nChanged 38
		SP:Iteration 55Q (159760.690000 sec): 3 clusters
  Score: Raw -433586.106844 + Penalty 2776.872972 = -430809.233871
  nChanged 38
		SP:Iteration 56Q (159760.840000 sec): 3 clusters
  Score: Raw -433602.029564 + Penalty 2776.872972 = -430825.156591
  nChanged 38
		SP:Iteration 57Q (159761.000000 sec): 3 clusters
  Score: Raw -433622.700287 + Penalty 2776.872972 = -430845.827314
  nChanged 48
		SP:Iteration 58Q (159761.160000 sec): 3 clusters
  Score: Raw -433643.739378 + Penalty 2776.872972 = -430866.866406
  nChanged 36
		SP:Iteration 59Q (159761.310000 sec): 3 clusters
  Score: Raw -433660.449199 + Penalty 2776.872972 = -430883.576226
  nChanged 40
		SP:Iteration 60F (159761.470000 sec): 3 clusters
  Score: Raw -433676.201659 + Penalty 2776.872972 = -430899.328687
  nChanged 32
		SP:Iteration 61Q (159761.620000 sec): 3 clusters
  Score: Raw -433688.150380 + Penalty 2776.872972 = -430911.277408
  nChanged 26
		SP:Iteration 62Q (159761.780000 sec): 3 clusters
  Score: Raw -433696.374475 + Penalty 2776.872972 = -430919.501503
  nChanged 15
		SP:Iteration 63Q (159761.960000 sec): 3 clusters
  Score: Raw -433700.531526 + Penalty 2776.872972 = -430923.658554
  nChanged 15
		SP:Iteration 64Q (159762.140000 sec): 3 clusters
  Score: Raw -433704.882646 + Penalty 2776.872972 = -430928.009673
  nChanged 17
		SP:Iteration 65Q (159762.310000 sec): 3 clusters
  Score: Raw -433709.691583 + Penalty 2776.872972 = -430932.818611
  nChanged 17
		SP:Iteration 66Q (159762.470000 sec): 3 clusters
  Score: Raw -433714.343612 + Penalty 2776.872972 = -430937.470639
  nChanged 11
		SP:Iteration 67Q (159762.640000 sec): 3 clusters
  Score: Raw -433717.107669 + Penalty 2776.872972 = -430940.234697
  nChanged 11
		SP:Iteration 68Q (159762.820000 sec): 3 clusters
  Score: Raw -433720.348018 + Penalty 2776.872972 = -430943.475046
  nChanged 8
		SP:Iteration 69Q (159762.980000 sec): 3 clusters
  Score: Raw -433722.591056 + Penalty 2776.872972 = -430945.718083
  nChanged 11
		SP:Iteration 70Q (159763.170000 sec): 3 clusters
  Score: Raw -433724.741833 + Penalty 2776.872972 = -430947.868861
  nChanged 11
		SP:Iteration 71Q (159763.310000 sec): 3 clusters
  Score: Raw -433727.995627 + Penalty 2776.872972 = -430951.122655
  nChanged 6
		SP:Iteration 72Q (159763.450000 sec): 3 clusters
  Score: Raw -433728.959401 + Penalty 2776.872972 = -430952.086429
  nChanged 5
		SP:Iteration 73Q (159763.600000 sec): 3 clusters
  Score: Raw -433729.724706 + Penalty 2776.872972 = -430952.851734
  nChanged 3
		SP:Iteration 74Q (159763.740000 sec): 3 clusters
  Score: Raw -433730.623935 + Penalty 2776.872972 = -430953.750963
  nChanged 3
		SP:Iteration 75Q (159763.880000 sec): 3 clusters
  Score: Raw -433731.335387 + Penalty 2776.872972 = -430954.462414
  nChanged 2
		SP:Iteration 76Q (159764.070000 sec): 3 clusters
  Score: Raw -433731.793160 + Penalty 2776.872972 = -430954.920188
  nChanged 2
		SP:Iteration 77Q (159764.250000 sec): 3 clusters
  Score: Raw -433732.023433 + Penalty 2776.872972 = -430955.150461
  nChanged 4
		SP:Iteration 78Q (159764.460000 sec): 3 clusters
  Score: Raw -433732.745285 + Penalty 2776.872972 = -430955.872312
  nChanged 2
		SP:Iteration 79Q (159764.610000 sec): 3 clusters
  Score: Raw -433733.062265 + Penalty 2776.872972 = -430956.189292
  nChanged 2
		SP:Iteration 80F (159764.760000 sec): 3 clusters
  Score: Raw -433733.875972 + Penalty 2776.872972 = -430957.002999
  nChanged 3
		SP:Iteration 81Q (159764.920000 sec): 3 clusters
  Score: Raw -433734.693772 + Penalty 2776.872972 = -430957.820800
  nChanged 2
		SP:Iteration 82Q (159765.070000 sec): 3 clusters
  Score: Raw -433735.042871 + Penalty 2776.872972 = -430958.169899
  nChanged 1
		SP:Iteration 83Q (159765.240000 sec): 3 clusters
  Score: Raw -433735.107863 + Penalty 2776.872972 = -430958.234891
  nChanged 1
		SP:Iteration 84Q (159765.420000 sec): 3 clusters
  Score: Raw -433735.247346 + Penalty 2776.872972 = -430958.374374
  nChanged 1
		SP:Iteration 85Q (159765.570000 sec): 3 clusters
  Score: Raw -433735.603366 + Penalty 2776.872972 = -430958.730394
  nChanged 1
		SP:Iteration 86Q (159765.730000 sec): 3 clusters
  Score: Raw -433736.140245 + Penalty 2776.872972 = -430959.267273
  nChanged 2
		SP:Iteration 87Q (159765.880000 sec): 3 clusters
  Score: Raw -433736.619013 + Penalty 2776.872972 = -430959.746040
  nChanged 1
		SP:Iteration 88Q (159766.040000 sec): 3 clusters
  Score: Raw -433736.800228 + Penalty 2776.872972 = -430959.927255
  nChanged 1
		SP:Iteration 89Q (159766.190000 sec): 3 clusters
  Score: Raw -433737.018958 + Penalty 2776.872972 = -430960.145986
  nChanged 0
		SP:Iteration 90F (159766.330000 sec): 3 clusters
  Score: Raw -433737.018958 + Penalty 2776.872972 = -430960.145986
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 109 (8121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159766.450000 sec): 2 clusters
  Score: Raw -771468.038365 + Penalty 1462.858894 = -770005.179471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159766.620000 sec): 3 clusters
  Score: Raw -767005.175425 + Penalty 2925.717788 = -764079.457637
  nChanged 3451
		SP:Iteration 1F (159766.830000 sec): 3 clusters
  Score: Raw -769035.169817 + Penalty 2925.717788 = -766109.452029
  nChanged 549
		SP:Iteration 2F (159766.980000 sec): 3 clusters
  Score: Raw -769330.227728 + Penalty 2925.717788 = -766404.509940
  nChanged 456
		SP:Iteration 3F (159767.150000 sec): 3 clusters
  Score: Raw -769557.204369 + Penalty 2925.717788 = -766631.486581
  nChanged 394
		SP:Iteration 4Q (159767.330000 sec): 3 clusters
  Score: Raw -769757.366745 + Penalty 2925.717788 = -766831.648957
  nChanged 362
		SP:Iteration 5Q (159767.530000 sec): 3 clusters
  Score: Raw -769932.753057 + Penalty 2925.717788 = -767007.035269
  nChanged 348
		SP:Iteration 6Q (159767.720000 sec): 3 clusters
  Score: Raw -770114.308927 + Penalty 2925.717788 = -767188.591139
  nChanged 339
		SP:Iteration 7Q (159767.920000 sec): 3 clusters
  Score: Raw -770289.446627 + Penalty 2925.717788 = -767363.728839
  nChanged 285
		SP:Iteration 8Q (159768.120000 sec): 3 clusters
  Score: Raw -770433.179000 + Penalty 2925.717788 = -767507.461212
  nChanged 270
		SP:Iteration 9Q (159768.320000 sec): 3 clusters
  Score: Raw -770566.618402 + Penalty 2925.717788 = -767640.900614
  nChanged 234
		SP:Iteration 10Q (159768.520000 sec): 3 clusters
  Score: Raw -770687.580550 + Penalty 2925.717788 = -767761.862762
  nChanged 237
		SP:Iteration 11Q (159768.710000 sec): 3 clusters
  Score: Raw -770823.477281 + Penalty 2925.717788 = -767897.759493
  nChanged 232
		SP:Iteration 12Q (159768.910000 sec): 3 clusters
  Score: Raw -770969.577824 + Penalty 2925.717788 = -768043.860036
  nChanged 204
		SP:Iteration 13Q (159769.110000 sec): 3 clusters
  Score: Raw -771104.120638 + Penalty 2925.717788 = -768178.402850
  nChanged 161
		SP:Iteration 14Q (159769.300000 sec): 3 clusters
  Score: Raw -771213.234877 + Penalty 2925.717788 = -768287.517089
  nChanged 138
		SP:Iteration 15Q (159769.500000 sec): 3 clusters
  Score: Raw -771316.240314 + Penalty 2925.717788 = -768390.522526
  nChanged 130
		SP:Iteration 16Q (159769.690000 sec): 3 clusters
  Score: Raw -771417.935979 + Penalty 2925.717788 = -768492.218191
  nChanged 105
		SP:Iteration 17Q (159769.860000 sec): 3 clusters
  Score: Raw -771489.547436 + Penalty 2925.717788 = -768563.829648
  nChanged 78
		SP:Iteration 18Q (159770.040000 sec): 3 clusters
  Score: Raw -771540.035925 + Penalty 2925.717788 = -768614.318137
  nChanged 56
		SP:Iteration 19Q (159770.220000 sec): 3 clusters
  Score: Raw -771578.347258 + Penalty 2925.717788 = -768652.629470
  nChanged 49
		SP:Iteration 20F (159770.440000 sec): 3 clusters
  Score: Raw -771610.533801 + Penalty 2925.717788 = -768684.816013
  nChanged 45
		SP:Iteration 21Q (159770.590000 sec): 3 clusters
  Score: Raw -771645.174980 + Penalty 2925.717788 = -768719.457192
  nChanged 39
		SP:Iteration 22Q (159770.760000 sec): 3 clusters
  Score: Raw -771675.634349 + Penalty 2925.717788 = -768749.916561
  nChanged 25
		SP:Iteration 23Q (159770.920000 sec): 3 clusters
  Score: Raw -771697.030605 + Penalty 2925.717788 = -768771.312817
  nChanged 28
		SP:Iteration 24Q (159771.090000 sec): 3 clusters
  Score: Raw -771720.911801 + Penalty 2925.717788 = -768795.194013
  nChanged 21
		SP:Iteration 25Q (159771.260000 sec): 3 clusters
  Score: Raw -771734.717392 + Penalty 2925.717788 = -768808.999604
  nChanged 19
		SP:Iteration 26Q (159771.430000 sec): 3 clusters
  Score: Raw -771745.478395 + Penalty 2925.717788 = -768819.760607
  nChanged 13
		SP:Iteration 27Q (159771.590000 sec): 3 clusters
  Score: Raw -771753.877574 + Penalty 2925.717788 = -768828.159786
  nChanged 9
		SP:Iteration 28Q (159771.760000 sec): 3 clusters
  Score: Raw -771759.638881 + Penalty 2925.717788 = -768833.921093
  nChanged 6
		SP:Iteration 29Q (159771.930000 sec): 3 clusters
  Score: Raw -771763.259623 + Penalty 2925.717788 = -768837.541835
  nChanged 2
		SP:Iteration 30Q (159772.100000 sec): 3 clusters
  Score: Raw -771763.747132 + Penalty 2925.717788 = -768838.029344
  nChanged 0
		SP:Iteration 31F (159772.260000 sec): 3 clusters
  Score: Raw -771763.747132 + Penalty 2925.717788 = -768838.029344
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 110 (4955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159772.410000 sec): 2 clusters
  Score: Raw -450747.356490 + Penalty 1382.574773 = -449364.781717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159772.530000 sec): 3 clusters
  Score: Raw -448249.599924 + Penalty 2765.149545 = -445484.450378
  nChanged 1986
		SP:Iteration 1F (159772.680000 sec): 3 clusters
  Score: Raw -449490.211332 + Penalty 2765.149545 = -446725.061786
  nChanged 380
		SP:Iteration 2F (159772.860000 sec): 3 clusters
  Score: Raw -449769.642734 + Penalty 2765.149545 = -447004.493189
  nChanged 312
		SP:Iteration 3F (159773.000000 sec): 3 clusters
  Score: Raw -450004.573789 + Penalty 2765.149545 = -447239.424244
  nChanged 258
		SP:Iteration 4F (159773.140000 sec): 3 clusters
  Score: Raw -450197.394335 + Penalty 2765.149545 = -447432.244790
  nChanged 252
		SP:Iteration 5F (159773.290000 sec): 3 clusters
  Score: Raw -450349.470528 + Penalty 2765.149545 = -447584.320983
  nChanged 180
		SP:Iteration 6Q (159773.430000 sec): 3 clusters
  Score: Raw -450434.956370 + Penalty 2765.149545 = -447669.806825
  nChanged 137
		SP:Iteration 7Q (159773.570000 sec): 3 clusters
  Score: Raw -450496.982783 + Penalty 2765.149545 = -447731.833238
  nChanged 102
		SP:Iteration 8Q (159773.720000 sec): 3 clusters
  Score: Raw -450530.802102 + Penalty 2765.149545 = -447765.652557
  nChanged 62
		SP:Iteration 9Q (159773.860000 sec): 3 clusters
  Score: Raw -450548.993262 + Penalty 2765.149545 = -447783.843717
  nChanged 49
		SP:Iteration 10Q (159774.060000 sec): 3 clusters
  Score: Raw -450562.152082 + Penalty 2765.149545 = -447797.002537
  nChanged 43
		SP:Iteration 11Q (159774.220000 sec): 3 clusters
  Score: Raw -450574.147832 + Penalty 2765.149545 = -447808.998287
  nChanged 33
		SP:Iteration 12Q (159774.430000 sec): 3 clusters
  Score: Raw -450584.343510 + Penalty 2765.149545 = -447819.193965
  nChanged 27
		SP:Iteration 13Q (159774.570000 sec): 3 clusters
  Score: Raw -450593.343234 + Penalty 2765.149545 = -447828.193689
  nChanged 26
		SP:Iteration 14Q (159774.750000 sec): 3 clusters
  Score: Raw -450601.614961 + Penalty 2765.149545 = -447836.465416
  nChanged 27
		SP:Iteration 15Q (159774.890000 sec): 3 clusters
  Score: Raw -450610.227685 + Penalty 2765.149545 = -447845.078140
  nChanged 27
		SP:Iteration 16Q (159774.980000 sec): 3 clusters
  Score: Raw -450618.856085 + Penalty 2765.149545 = -447853.706540
  nChanged 25
		SP:Iteration 17Q (159775.080000 sec): 3 clusters
  Score: Raw -450626.300633 + Penalty 2765.149545 = -447861.151088
  nChanged 20
		SP:Iteration 18Q (159775.170000 sec): 3 clusters
  Score: Raw -450632.299942 + Penalty 2765.149545 = -447867.150397
  nChanged 22
		SP:Iteration 19Q (159775.260000 sec): 3 clusters
  Score: Raw -450638.409667 + Penalty 2765.149545 = -447873.260122
  nChanged 22
		SP:Iteration 20F (159775.350000 sec): 3 clusters
  Score: Raw -450644.208980 + Penalty 2765.149545 = -447879.059435
  nChanged 24
		SP:Iteration 21Q (159775.440000 sec): 3 clusters
  Score: Raw -450650.479508 + Penalty 2765.149545 = -447885.329963
  nChanged 21
		SP:Iteration 22Q (159775.540000 sec): 3 clusters
  Score: Raw -450654.959314 + Penalty 2765.149545 = -447889.809769
  nChanged 15
		SP:Iteration 23Q (159775.630000 sec): 3 clusters
  Score: Raw -450657.273755 + Penalty 2765.149545 = -447892.124210
  nChanged 11
		SP:Iteration 24Q (159775.720000 sec): 3 clusters
  Score: Raw -450659.200015 + Penalty 2765.149545 = -447894.050470
  nChanged 7
		SP:Iteration 25Q (159775.810000 sec): 3 clusters
  Score: Raw -450661.273965 + Penalty 2765.149545 = -447896.124420
  nChanged 7
		SP:Iteration 26Q (159775.910000 sec): 3 clusters
  Score: Raw -450662.800202 + Penalty 2765.149545 = -447897.650656
  nChanged 6
		SP:Iteration 27Q (159776.000000 sec): 3 clusters
  Score: Raw -450663.974789 + Penalty 2765.149545 = -447898.825243
  nChanged 3
		SP:Iteration 28Q (159776.170000 sec): 3 clusters
  Score: Raw -450664.226859 + Penalty 2765.149545 = -447899.077314
  nChanged 3
		SP:Iteration 29Q (159776.350000 sec): 3 clusters
  Score: Raw -450664.593953 + Penalty 2765.149545 = -447899.444408
  nChanged 1
		SP:Iteration 30Q (159776.520000 sec): 3 clusters
  Score: Raw -450665.063105 + Penalty 2765.149545 = -447899.913559
  nChanged 3
		SP:Iteration 31Q (159776.700000 sec): 3 clusters
  Score: Raw -450665.572388 + Penalty 2765.149545 = -447900.422843
  nChanged 3
		SP:Iteration 32Q (159776.870000 sec): 3 clusters
  Score: Raw -450666.170688 + Penalty 2765.149545 = -447901.021143
  nChanged 1
		SP:Iteration 33Q (159777.050000 sec): 3 clusters
  Score: Raw -450666.410113 + Penalty 2765.149545 = -447901.260567
  nChanged 1
		SP:Iteration 34Q (159777.200000 sec): 3 clusters
  Score: Raw -450666.497089 + Penalty 2765.149545 = -447901.347543
  nChanged 0
		SP:Iteration 35F (159777.370000 sec): 3 clusters
  Score: Raw -450666.497089 + Penalty 2765.149545 = -447901.347543
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 111 (3974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159777.450000 sec): 2 clusters
  Score: Raw -339928.945287 + Penalty 1346.723369 = -338582.221918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159777.610000 sec): 3 clusters
  Score: Raw -337948.174859 + Penalty 2693.446738 = -335254.728121
  nChanged 1563
		SP:Iteration 1F (159777.770000 sec): 3 clusters
  Score: Raw -338883.109065 + Penalty 2693.446738 = -336189.662327
  nChanged 339
		SP:Iteration 2F (159777.920000 sec): 3 clusters
  Score: Raw -339136.992982 + Penalty 2693.446738 = -336443.546244
  nChanged 242
		SP:Iteration 3F (159778.080000 sec): 3 clusters
  Score: Raw -339319.157985 + Penalty 2693.446738 = -336625.711248
  nChanged 209
		SP:Iteration 4F (159778.240000 sec): 3 clusters
  Score: Raw -339481.213769 + Penalty 2693.446738 = -336787.767031
  nChanged 204
		SP:Iteration 5F (159778.390000 sec): 3 clusters
  Score: Raw -339598.540389 + Penalty 2693.446738 = -336905.093651
  nChanged 152
		SP:Iteration 6Q (159778.550000 sec): 3 clusters
  Score: Raw -339676.754935 + Penalty 2693.446738 = -336983.308197
  nChanged 120
		SP:Iteration 7Q (159778.700000 sec): 3 clusters
  Score: Raw -339730.870605 + Penalty 2693.446738 = -337037.423868
  nChanged 98
		SP:Iteration 8Q (159778.860000 sec): 3 clusters
  Score: Raw -339778.664167 + Penalty 2693.446738 = -337085.217429
  nChanged 85
		SP:Iteration 9Q (159779.010000 sec): 3 clusters
  Score: Raw -339822.261923 + Penalty 2693.446738 = -337128.815185
  nChanged 81
		SP:Iteration 10Q (159779.160000 sec): 3 clusters
  Score: Raw -339865.227565 + Penalty 2693.446738 = -337171.780827
  nChanged 77
		SP:Iteration 11Q (159779.320000 sec): 3 clusters
  Score: Raw -339917.510864 + Penalty 2693.446738 = -337224.064126
  nChanged 93
		SP:Iteration 12Q (159779.480000 sec): 3 clusters
  Score: Raw -339982.607900 + Penalty 2693.446738 = -337289.161162
  nChanged 100
		SP:Iteration 13Q (159779.650000 sec): 3 clusters
  Score: Raw -340043.175243 + Penalty 2693.446738 = -337349.728505
  nChanged 99
		SP:Iteration 14Q (159779.780000 sec): 3 clusters
  Score: Raw -340118.538059 + Penalty 2693.446738 = -337425.091322
  nChanged 104
		SP:Iteration 15Q (159779.920000 sec): 3 clusters
  Score: Raw -340189.429409 + Penalty 2693.446738 = -337495.982671
  nChanged 85
		SP:Iteration 16Q (159780.060000 sec): 3 clusters
  Score: Raw -340233.197739 + Penalty 2693.446738 = -337539.751002
  nChanged 75
		SP:Iteration 17Q (159780.200000 sec): 3 clusters
  Score: Raw -340270.514765 + Penalty 2693.446738 = -337577.068027
  nChanged 64
		SP:Iteration 18Q (159780.340000 sec): 3 clusters
  Score: Raw -340296.578283 + Penalty 2693.446738 = -337603.131545
  nChanged 51
		SP:Iteration 19Q (159780.480000 sec): 3 clusters
  Score: Raw -340318.348473 + Penalty 2693.446738 = -337624.901735
  nChanged 49
		SP:Iteration 20F (159780.630000 sec): 3 clusters
  Score: Raw -340345.667686 + Penalty 2693.446738 = -337652.220948
  nChanged 48
		SP:Iteration 21Q (159780.820000 sec): 3 clusters
  Score: Raw -340368.047344 + Penalty 2693.446738 = -337674.600606
  nChanged 41
		SP:Iteration 22Q (159780.980000 sec): 3 clusters
  Score: Raw -340384.422078 + Penalty 2693.446738 = -337690.975340
  nChanged 26
		SP:Iteration 23Q (159781.140000 sec): 3 clusters
  Score: Raw -340392.125363 + Penalty 2693.446738 = -337698.678626
  nChanged 19
		SP:Iteration 24Q (159781.290000 sec): 3 clusters
  Score: Raw -340398.643111 + Penalty 2693.446738 = -337705.196374
  nChanged 14
		SP:Iteration 25Q (159781.470000 sec): 3 clusters
  Score: Raw -340402.905117 + Penalty 2693.446738 = -337709.458380
  nChanged 11
		SP:Iteration 26Q (159781.610000 sec): 3 clusters
  Score: Raw -340406.562982 + Penalty 2693.446738 = -337713.116245
  nChanged 7
		SP:Iteration 27Q (159781.770000 sec): 3 clusters
  Score: Raw -340408.706876 + Penalty 2693.446738 = -337715.260138
  nChanged 11
		SP:Iteration 28Q (159781.930000 sec): 3 clusters
  Score: Raw -340411.175078 + Penalty 2693.446738 = -337717.728340
  nChanged 7
		SP:Iteration 29Q (159782.090000 sec): 3 clusters
  Score: Raw -340413.425501 + Penalty 2693.446738 = -337719.978763
  nChanged 9
		SP:Iteration 30Q (159782.240000 sec): 3 clusters
  Score: Raw -340416.408024 + Penalty 2693.446738 = -337722.961286
  nChanged 12
		SP:Iteration 31Q (159782.400000 sec): 3 clusters
  Score: Raw -340419.841674 + Penalty 2693.446738 = -337726.394936
  nChanged 10
		SP:Iteration 32Q (159782.560000 sec): 3 clusters
  Score: Raw -340422.322731 + Penalty 2693.446738 = -337728.875994
  nChanged 3
		SP:Iteration 33Q (159782.710000 sec): 3 clusters
  Score: Raw -340423.209129 + Penalty 2693.446738 = -337729.762392
  nChanged 4
		SP:Iteration 34Q (159782.860000 sec): 3 clusters
  Score: Raw -340424.137956 + Penalty 2693.446738 = -337730.691218
  nChanged 6
		SP:Iteration 35Q (159783.020000 sec): 3 clusters
  Score: Raw -340425.540639 + Penalty 2693.446738 = -337732.093902
  nChanged 3
		SP:Iteration 36Q (159783.180000 sec): 3 clusters
  Score: Raw -340425.893624 + Penalty 2693.446738 = -337732.446886
  nChanged 2
		SP:Iteration 37Q (159783.330000 sec): 3 clusters
  Score: Raw -340426.245839 + Penalty 2693.446738 = -337732.799102
  nChanged 1
		SP:Iteration 38Q (159783.490000 sec): 3 clusters
  Score: Raw -340426.374651 + Penalty 2693.446738 = -337732.927913
  nChanged 1
		SP:Iteration 39Q (159783.640000 sec): 3 clusters
  Score: Raw -340426.551253 + Penalty 2693.446738 = -337733.104515
  nChanged 1
		SP:Iteration 40F (159783.800000 sec): 3 clusters
  Score: Raw -340427.100330 + Penalty 2693.446738 = -337733.653593
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 112 (3044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159783.900000 sec): 2 clusters
  Score: Raw -261178.475469 + Penalty 1303.400754 = -259875.074714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159784.050000 sec): 3 clusters
  Score: Raw -259782.680737 + Penalty 2606.801509 = -257175.879228
  nChanged 1155
		SP:Iteration 1F (159784.210000 sec): 3 clusters
  Score: Raw -260502.107401 + Penalty 2606.801509 = -257895.305893
  nChanged 222
		SP:Iteration 2F (159784.360000 sec): 3 clusters
  Score: Raw -260680.441490 + Penalty 2606.801509 = -258073.639981
  nChanged 189
		SP:Iteration 3F (159784.520000 sec): 3 clusters
  Score: Raw -260833.804289 + Penalty 2606.801509 = -258227.002780
  nChanged 142
		SP:Iteration 4Q (159784.680000 sec): 3 clusters
  Score: Raw -260960.111819 + Penalty 2606.801509 = -258353.310310
  nChanged 138
		SP:Iteration 5Q (159784.830000 sec): 3 clusters
  Score: Raw -261073.374317 + Penalty 2606.801509 = -258466.572808
  nChanged 110
		SP:Iteration 6Q (159785.010000 sec): 3 clusters
  Score: Raw -261163.115636 + Penalty 2606.801509 = -258556.314127
  nChanged 95
		SP:Iteration 7Q (159785.150000 sec): 3 clusters
  Score: Raw -261226.746870 + Penalty 2606.801509 = -258619.945361
  nChanged 96
		SP:Iteration 8Q (159785.310000 sec): 3 clusters
  Score: Raw -261296.520896 + Penalty 2606.801509 = -258689.719388
  nChanged 87
		SP:Iteration 9Q (159785.470000 sec): 3 clusters
  Score: Raw -261364.936859 + Penalty 2606.801509 = -258758.135351
  nChanged 76
		SP:Iteration 10Q (159785.640000 sec): 3 clusters
  Score: Raw -261423.795081 + Penalty 2606.801509 = -258816.993573
  nChanged 68
		SP:Iteration 11Q (159785.810000 sec): 3 clusters
  Score: Raw -261481.617555 + Penalty 2606.801509 = -258874.816046
  nChanged 65
		SP:Iteration 12Q (159785.970000 sec): 3 clusters
  Score: Raw -261525.739338 + Penalty 2606.801509 = -258918.937830
  nChanged 48
		SP:Iteration 13Q (159786.120000 sec): 3 clusters
  Score: Raw -261558.111986 + Penalty 2606.801509 = -258951.310477
  nChanged 49
		SP:Iteration 14Q (159786.280000 sec): 3 clusters
  Score: Raw -261590.219516 + Penalty 2606.801509 = -258983.418007
  nChanged 53
		SP:Iteration 15Q (159786.430000 sec): 3 clusters
  Score: Raw -261622.012345 + Penalty 2606.801509 = -259015.210837
  nChanged 42
		SP:Iteration 16Q (159786.590000 sec): 3 clusters
  Score: Raw -261643.841961 + Penalty 2606.801509 = -259037.040453
  nChanged 38
		SP:Iteration 17Q (159786.750000 sec): 3 clusters
  Score: Raw -261660.588017 + Penalty 2606.801509 = -259053.786508
  nChanged 33
		SP:Iteration 18Q (159786.910000 sec): 3 clusters
  Score: Raw -261676.540793 + Penalty 2606.801509 = -259069.739284
  nChanged 33
		SP:Iteration 19Q (159787.070000 sec): 3 clusters
  Score: Raw -261691.873265 + Penalty 2606.801509 = -259085.071757
  nChanged 30
		SP:Iteration 20F (159787.230000 sec): 3 clusters
  Score: Raw -261708.964491 + Penalty 2606.801509 = -259102.162983
  nChanged 27
		SP:Iteration 21Q (159787.390000 sec): 3 clusters
  Score: Raw -261722.115206 + Penalty 2606.801509 = -259115.313698
  nChanged 24
		SP:Iteration 22Q (159787.530000 sec): 3 clusters
  Score: Raw -261731.560548 + Penalty 2606.801509 = -259124.759039
  nChanged 21
		SP:Iteration 23Q (159787.670000 sec): 3 clusters
  Score: Raw -261739.782662 + Penalty 2606.801509 = -259132.981154
  nChanged 15
		SP:Iteration 24Q (159787.810000 sec): 3 clusters
  Score: Raw -261745.128386 + Penalty 2606.801509 = -259138.326877
  nChanged 15
		SP:Iteration 25Q (159787.960000 sec): 3 clusters
  Score: Raw -261751.099824 + Penalty 2606.801509 = -259144.298316
  nChanged 16
		SP:Iteration 26Q (159788.110000 sec): 3 clusters
  Score: Raw -261756.209497 + Penalty 2606.801509 = -259149.407988
  nChanged 13
		SP:Iteration 27Q (159788.280000 sec): 3 clusters
  Score: Raw -261762.041991 + Penalty 2606.801509 = -259155.240482
  nChanged 18
		SP:Iteration 28Q (159788.410000 sec): 3 clusters
  Score: Raw -261772.301018 + Penalty 2606.801509 = -259165.499510
  nChanged 13
		SP:Iteration 29Q (159788.550000 sec): 3 clusters
  Score: Raw -261779.528419 + Penalty 2606.801509 = -259172.726910
  nChanged 15
		SP:Iteration 30Q (159788.690000 sec): 3 clusters
  Score: Raw -261784.589306 + Penalty 2606.801509 = -259177.787797
  nChanged 8
		SP:Iteration 31Q (159788.830000 sec): 3 clusters
  Score: Raw -261787.556606 + Penalty 2606.801509 = -259180.755097
  nChanged 9
		SP:Iteration 32Q (159788.970000 sec): 3 clusters
  Score: Raw -261789.495714 + Penalty 2606.801509 = -259182.694205
  nChanged 3
		SP:Iteration 33Q (159789.120000 sec): 3 clusters
  Score: Raw -261790.741719 + Penalty 2606.801509 = -259183.940210
  nChanged 1
		SP:Iteration 34Q (159789.280000 sec): 3 clusters
  Score: Raw -261790.878285 + Penalty 2606.801509 = -259184.076777
  nChanged 0
		SP:Iteration 35F (159789.460000 sec): 3 clusters
  Score: Raw -261790.878285 + Penalty 2606.801509 = -259184.076777
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 113 (786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159789.550000 sec): 2 clusters
  Score: Raw -59588.187956 + Penalty 1083.380479 = -58504.807478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159789.720000 sec): 3 clusters
  Score: Raw -59363.442793 + Penalty 2166.760958 = -57196.681836
  nChanged 215
		SP:Iteration 1F (159789.900000 sec): 3 clusters
  Score: Raw -59591.204106 + Penalty 2166.760958 = -57424.443149
  nChanged 47
		SP:Iteration 2F (159790.070000 sec): 3 clusters
  Score: Raw -59648.390356 + Penalty 2166.760958 = -57481.629398
  nChanged 18
		SP:Iteration 3Q (159790.250000 sec): 3 clusters
  Score: Raw -59679.164063 + Penalty 2166.760958 = -57512.403106
  nChanged 25
		SP:Iteration 4Q (159790.430000 sec): 3 clusters
  Score: Raw -59722.166851 + Penalty 2166.760958 = -57555.405893
  nChanged 26
		SP:Iteration 5Q (159790.590000 sec): 3 clusters
  Score: Raw -59758.666079 + Penalty 2166.760958 = -57591.905122
  nChanged 23
		SP:Iteration 6Q (159790.740000 sec): 3 clusters
  Score: Raw -59794.341525 + Penalty 2166.760958 = -57627.580567
  nChanged 15
		SP:Iteration 7Q (159790.900000 sec): 3 clusters
  Score: Raw -59810.935209 + Penalty 2166.760958 = -57644.174251
  nChanged 14
		SP:Iteration 8Q (159791.050000 sec): 3 clusters
  Score: Raw -59829.748588 + Penalty 2166.760958 = -57662.987630
  nChanged 10
		SP:Iteration 9Q (159791.210000 sec): 3 clusters
  Score: Raw -59844.440595 + Penalty 2166.760958 = -57677.679637
  nChanged 12
		SP:Iteration 10Q (159791.360000 sec): 3 clusters
  Score: Raw -59856.307189 + Penalty 2166.760958 = -57689.546231
  nChanged 3
		SP:Iteration 11Q (159791.530000 sec): 3 clusters
  Score: Raw -59859.151815 + Penalty 2166.760958 = -57692.390857
  nChanged 4
		SP:Iteration 12Q (159791.680000 sec): 3 clusters
  Score: Raw -59864.119037 + Penalty 2166.760958 = -57697.358079
  nChanged 3
		SP:Iteration 13Q (159791.830000 sec): 3 clusters
  Score: Raw -59867.323492 + Penalty 2166.760958 = -57700.562534
  nChanged 3
		SP:Iteration 14Q (159791.990000 sec): 3 clusters
  Score: Raw -59869.364264 + Penalty 2166.760958 = -57702.603307
  nChanged 1
		SP:Iteration 15Q (159792.150000 sec): 3 clusters
  Score: Raw -59869.852550 + Penalty 2166.760958 = -57703.091593
  nChanged 0
		SP:Iteration 16F (159792.300000 sec): 3 clusters
  Score: Raw -59869.852550 + Penalty 2166.760958 = -57703.091593
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 114 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159792.380000 sec): 2 clusters
  Score: Raw -184772.971311 + Penalty 1218.746188 = -183554.225123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159792.530000 sec): 3 clusters
  Score: Raw -184007.626128 + Penalty 2437.492376 = -181570.133753
  nChanged 610
		SP:Iteration 1F (159792.690000 sec): 3 clusters
  Score: Raw -184397.546908 + Penalty 2437.492376 = -181960.054532
  nChanged 120
		SP:Iteration 2F (159792.840000 sec): 3 clusters
  Score: Raw -184482.458425 + Penalty 2437.492376 = -182044.966049
  nChanged 82
		SP:Iteration 3Q (159793.000000 sec): 3 clusters
  Score: Raw -184536.549281 + Penalty 2437.492376 = -182099.056905
  nChanged 55
		SP:Iteration 4Q (159793.150000 sec): 3 clusters
  Score: Raw -184575.223498 + Penalty 2437.492376 = -182137.731122
  nChanged 52
		SP:Iteration 5Q (159793.310000 sec): 3 clusters
  Score: Raw -184605.422706 + Penalty 2437.492376 = -182167.930331
  nChanged 33
		SP:Iteration 6Q (159793.470000 sec): 3 clusters
  Score: Raw -184632.355029 + Penalty 2437.492376 = -182194.862653
  nChanged 33
		SP:Iteration 7Q (159793.630000 sec): 3 clusters
  Score: Raw -184655.890588 + Penalty 2437.492376 = -182218.398212
  nChanged 25
		SP:Iteration 8Q (159793.790000 sec): 3 clusters
  Score: Raw -184674.412809 + Penalty 2437.492376 = -182236.920433
  nChanged 26
		SP:Iteration 9Q (159793.950000 sec): 3 clusters
  Score: Raw -184688.888343 + Penalty 2437.492376 = -182251.395968
  nChanged 17
		SP:Iteration 10Q (159794.100000 sec): 3 clusters
  Score: Raw -184695.803905 + Penalty 2437.492376 = -182258.311529
  nChanged 16
		SP:Iteration 11Q (159794.260000 sec): 3 clusters
  Score: Raw -184705.746967 + Penalty 2437.492376 = -182268.254592
  nChanged 22
		SP:Iteration 12Q (159794.410000 sec): 3 clusters
  Score: Raw -184721.619954 + Penalty 2437.492376 = -182284.127578
  nChanged 27
		SP:Iteration 13Q (159794.600000 sec): 3 clusters
  Score: Raw -184737.791666 + Penalty 2437.492376 = -182300.299290
  nChanged 26
		SP:Iteration 14Q (159794.710000 sec): 3 clusters
  Score: Raw -184754.336542 + Penalty 2437.492376 = -182316.844166
  nChanged 21
		SP:Iteration 15Q (159794.870000 sec): 3 clusters
  Score: Raw -184768.800284 + Penalty 2437.492376 = -182331.307909
  nChanged 17
		SP:Iteration 16Q (159795.030000 sec): 3 clusters
  Score: Raw -184780.695353 + Penalty 2437.492376 = -182343.202978
  nChanged 12
		SP:Iteration 17Q (159795.190000 sec): 3 clusters
  Score: Raw -184787.151257 + Penalty 2437.492376 = -182349.658881
  nChanged 10
		SP:Iteration 18Q (159795.350000 sec): 3 clusters
  Score: Raw -184792.757866 + Penalty 2437.492376 = -182355.265490
  nChanged 7
		SP:Iteration 19Q (159795.510000 sec): 3 clusters
  Score: Raw -184797.180014 + Penalty 2437.492376 = -182359.687638
  nChanged 7
		SP:Iteration 20F (159795.670000 sec): 3 clusters
  Score: Raw -184800.790235 + Penalty 2437.492376 = -182363.297859
  nChanged 7
		SP:Iteration 21Q (159795.830000 sec): 3 clusters
  Score: Raw -184805.550947 + Penalty 2437.492376 = -182368.058571
  nChanged 4
		SP:Iteration 22Q (159795.990000 sec): 3 clusters
  Score: Raw -184808.842537 + Penalty 2437.492376 = -182371.350161
  nChanged 8
		SP:Iteration 23Q (159796.150000 sec): 3 clusters
  Score: Raw -184813.310583 + Penalty 2437.492376 = -182375.818207
  nChanged 10
		SP:Iteration 24Q (159796.310000 sec): 3 clusters
  Score: Raw -184818.864541 + Penalty 2437.492376 = -182381.372165
  nChanged 10
		SP:Iteration 25Q (159796.470000 sec): 3 clusters
  Score: Raw -184823.488173 + Penalty 2437.492376 = -182385.995797
  nChanged 8
		SP:Iteration 26Q (159796.630000 sec): 3 clusters
  Score: Raw -184828.368916 + Penalty 2437.492376 = -182390.876540
  nChanged 10
		SP:Iteration 27Q (159796.780000 sec): 3 clusters
  Score: Raw -184833.398489 + Penalty 2437.492376 = -182395.906114
  nChanged 10
		SP:Iteration 28Q (159796.940000 sec): 3 clusters
  Score: Raw -184840.573041 + Penalty 2437.492376 = -182403.080665
  nChanged 14
		SP:Iteration 29Q (159797.100000 sec): 3 clusters
  Score: Raw -184847.436522 + Penalty 2437.492376 = -182409.944146
  nChanged 13
		SP:Iteration 30Q (159797.280000 sec): 3 clusters
  Score: Raw -184852.920802 + Penalty 2437.492376 = -182415.428426
  nChanged 5
		SP:Iteration 31Q (159797.440000 sec): 3 clusters
  Score: Raw -184854.625321 + Penalty 2437.492376 = -182417.132945
  nChanged 2
		SP:Iteration 32Q (159797.600000 sec): 3 clusters
  Score: Raw -184855.515056 + Penalty 2437.492376 = -182418.022680
  nChanged 4
		SP:Iteration 33Q (159797.770000 sec): 3 clusters
  Score: Raw -184857.449285 + Penalty 2437.492376 = -182419.956909
  nChanged 4
		SP:Iteration 34Q (159797.930000 sec): 3 clusters
  Score: Raw -184858.601237 + Penalty 2437.492376 = -182421.108861
  nChanged 2
		SP:Iteration 35Q (159798.090000 sec): 3 clusters
  Score: Raw -184859.349106 + Penalty 2437.492376 = -182421.856730
  nChanged 2
		SP:Iteration 36Q (159798.250000 sec): 3 clusters
  Score: Raw -184860.288496 + Penalty 2437.492376 = -182422.796120
  nChanged 2
		SP:Iteration 37Q (159798.410000 sec): 3 clusters
  Score: Raw -184862.379716 + Penalty 2437.492376 = -182424.887340
  nChanged 4
		SP:Iteration 38Q (159798.570000 sec): 3 clusters
  Score: Raw -184864.366252 + Penalty 2437.492376 = -182426.873876
  nChanged 4
		SP:Iteration 39Q (159798.730000 sec): 3 clusters
  Score: Raw -184866.424282 + Penalty 2437.492376 = -182428.931906
  nChanged 5
		SP:Iteration 40F (159798.890000 sec): 3 clusters
  Score: Raw -184869.924836 + Penalty 2437.492376 = -182432.432460
  nChanged 3
		SP:Iteration 41Q (159799.050000 sec): 3 clusters
  Score: Raw -184871.769609 + Penalty 2437.492376 = -182434.277233
  nChanged 5
		SP:Iteration 42Q (159799.220000 sec): 3 clusters
  Score: Raw -184873.715407 + Penalty 2437.492376 = -182436.223032
  nChanged 5
		SP:Iteration 43Q (159799.410000 sec): 3 clusters
  Score: Raw -184876.271068 + Penalty 2437.492376 = -182438.778692
  nChanged 4
		SP:Iteration 44Q (159799.570000 sec): 3 clusters
  Score: Raw -184879.536143 + Penalty 2437.492376 = -182442.043768
  nChanged 1
		SP:Iteration 45Q (159799.740000 sec): 3 clusters
  Score: Raw -184879.943664 + Penalty 2437.492376 = -182442.451288
  nChanged 0
		SP:Iteration 46F (159799.900000 sec): 3 clusters
  Score: Raw -184879.943664 + Penalty 2437.492376 = -182442.451288
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 115 (5905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159800.020000 sec): 2 clusters
  Score: Raw -504655.407445 + Penalty 1411.077643 = -503244.329802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159800.260000 sec): 3 clusters
  Score: Raw -501506.675871 + Penalty 2822.155287 = -498684.520584
  nChanged 2449
		SP:Iteration 1F (159800.450000 sec): 3 clusters
  Score: Raw -503077.789153 + Penalty 2822.155287 = -500255.633866
  nChanged 493
		SP:Iteration 2F (159800.630000 sec): 3 clusters
  Score: Raw -503408.214385 + Penalty 2822.155287 = -500586.059099
  nChanged 402
		SP:Iteration 3F (159800.860000 sec): 3 clusters
  Score: Raw -503669.449900 + Penalty 2822.155287 = -500847.294613
  nChanged 312
		SP:Iteration 4F (159801.030000 sec): 3 clusters
  Score: Raw -503840.239614 + Penalty 2822.155287 = -501018.084328
  nChanged 269
		SP:Iteration 5Q (159801.170000 sec): 3 clusters
  Score: Raw -503994.787266 + Penalty 2822.155287 = -501172.631979
  nChanged 240
		SP:Iteration 6Q (159801.320000 sec): 3 clusters
  Score: Raw -504135.173657 + Penalty 2822.155287 = -501313.018370
  nChanged 242
		SP:Iteration 7Q (159801.470000 sec): 3 clusters
  Score: Raw -504285.023421 + Penalty 2822.155287 = -501462.868134
  nChanged 233
		SP:Iteration 8Q (159801.620000 sec): 3 clusters
  Score: Raw -504426.350995 + Penalty 2822.155287 = -501604.195709
  nChanged 203
		SP:Iteration 9Q (159801.760000 sec): 3 clusters
  Score: Raw -504530.086993 + Penalty 2822.155287 = -501707.931706
  nChanged 152
		SP:Iteration 10Q (159801.910000 sec): 3 clusters
  Score: Raw -504599.004980 + Penalty 2822.155287 = -501776.849693
  nChanged 111
		SP:Iteration 11Q (159802.060000 sec): 3 clusters
  Score: Raw -504649.506661 + Penalty 2822.155287 = -501827.351374
  nChanged 111
		SP:Iteration 12Q (159802.200000 sec): 3 clusters
  Score: Raw -504695.947353 + Penalty 2822.155287 = -501873.792066
  nChanged 90
		SP:Iteration 13Q (159802.340000 sec): 3 clusters
  Score: Raw -504739.106243 + Penalty 2822.155287 = -501916.950956
  nChanged 95
		SP:Iteration 14Q (159802.490000 sec): 3 clusters
  Score: Raw -504788.727377 + Penalty 2822.155287 = -501966.572090
  nChanged 82
		SP:Iteration 15Q (159802.640000 sec): 3 clusters
  Score: Raw -504830.654712 + Penalty 2822.155287 = -502008.499425
  nChanged 92
		SP:Iteration 16Q (159802.780000 sec): 3 clusters
  Score: Raw -504880.940665 + Penalty 2822.155287 = -502058.785378
  nChanged 83
		SP:Iteration 17Q (159802.930000 sec): 3 clusters
  Score: Raw -504928.715263 + Penalty 2822.155287 = -502106.559977
  nChanged 71
		SP:Iteration 18Q (159803.080000 sec): 3 clusters
  Score: Raw -504970.668850 + Penalty 2822.155287 = -502148.513564
  nChanged 64
		SP:Iteration 19Q (159803.230000 sec): 3 clusters
  Score: Raw -505001.167938 + Penalty 2822.155287 = -502179.012651
  nChanged 52
		SP:Iteration 20F (159803.410000 sec): 3 clusters
  Score: Raw -505020.747200 + Penalty 2822.155287 = -502198.591913
  nChanged 42
		SP:Iteration 21Q (159803.580000 sec): 3 clusters
  Score: Raw -505036.688951 + Penalty 2822.155287 = -502214.533664
  nChanged 33
		SP:Iteration 22Q (159803.730000 sec): 3 clusters
  Score: Raw -505049.432051 + Penalty 2822.155287 = -502227.276764
  nChanged 26
		SP:Iteration 23Q (159803.870000 sec): 3 clusters
  Score: Raw -505056.839900 + Penalty 2822.155287 = -502234.684613
  nChanged 19
		SP:Iteration 24Q (159804.010000 sec): 3 clusters
  Score: Raw -505064.523543 + Penalty 2822.155287 = -502242.368256
  nChanged 14
		SP:Iteration 25Q (159804.210000 sec): 3 clusters
  Score: Raw -505068.474570 + Penalty 2822.155287 = -502246.319283
  nChanged 13
		SP:Iteration 26Q (159804.370000 sec): 3 clusters
  Score: Raw -505072.192075 + Penalty 2822.155287 = -502250.036788
  nChanged 13
		SP:Iteration 27Q (159804.510000 sec): 3 clusters
  Score: Raw -505076.837473 + Penalty 2822.155287 = -502254.682187
  nChanged 20
		SP:Iteration 28Q (159804.650000 sec): 3 clusters
  Score: Raw -505081.956524 + Penalty 2822.155287 = -502259.801237
  nChanged 14
		SP:Iteration 29Q (159804.800000 sec): 3 clusters
  Score: Raw -505085.851748 + Penalty 2822.155287 = -502263.696461
  nChanged 10
		SP:Iteration 30Q (159804.970000 sec): 3 clusters
  Score: Raw -505087.766874 + Penalty 2822.155287 = -502265.611587
  nChanged 7
		SP:Iteration 31Q (159805.140000 sec): 3 clusters
  Score: Raw -505089.900772 + Penalty 2822.155287 = -502267.745485
  nChanged 6
		SP:Iteration 32Q (159805.390000 sec): 3 clusters
  Score: Raw -505091.235820 + Penalty 2822.155287 = -502269.080533
  nChanged 11
		SP:Iteration 33Q (159805.610000 sec): 3 clusters
  Score: Raw -505094.029710 + Penalty 2822.155287 = -502271.874423
  nChanged 16
		SP:Iteration 34Q (159805.770000 sec): 3 clusters
  Score: Raw -505098.284088 + Penalty 2822.155287 = -502276.128801
  nChanged 16
		SP:Iteration 35Q (159805.960000 sec): 3 clusters
  Score: Raw -505101.662825 + Penalty 2822.155287 = -502279.507539
  nChanged 11
		SP:Iteration 36Q (159806.160000 sec): 3 clusters
  Score: Raw -505104.612934 + Penalty 2822.155287 = -502282.457647
  nChanged 16
		SP:Iteration 37Q (159806.330000 sec): 3 clusters
  Score: Raw -505109.303840 + Penalty 2822.155287 = -502287.148554
  nChanged 12
		SP:Iteration 38Q (159806.520000 sec): 3 clusters
  Score: Raw -505114.062471 + Penalty 2822.155287 = -502291.907184
  nChanged 20
		SP:Iteration 39Q (159806.650000 sec): 3 clusters
  Score: Raw -505119.633405 + Penalty 2822.155287 = -502297.478118
  nChanged 15
		SP:Iteration 40F (159806.800000 sec): 3 clusters
  Score: Raw -505123.999069 + Penalty 2822.155287 = -502301.843782
  nChanged 12
		SP:Iteration 41Q (159806.950000 sec): 3 clusters
  Score: Raw -505128.187896 + Penalty 2822.155287 = -502306.032609
  nChanged 14
		SP:Iteration 42Q (159807.100000 sec): 3 clusters
  Score: Raw -505132.769811 + Penalty 2822.155287 = -502310.614524
  nChanged 13
		SP:Iteration 43Q (159807.280000 sec): 3 clusters
  Score: Raw -505137.123770 + Penalty 2822.155287 = -502314.968483
  nChanged 13
		SP:Iteration 44Q (159807.430000 sec): 3 clusters
  Score: Raw -505141.123063 + Penalty 2822.155287 = -502318.967776
  nChanged 11
		SP:Iteration 45Q (159807.610000 sec): 3 clusters
  Score: Raw -505143.676531 + Penalty 2822.155287 = -502321.521244
  nChanged 7
		SP:Iteration 46Q (159807.790000 sec): 3 clusters
  Score: Raw -505145.038496 + Penalty 2822.155287 = -502322.883209
  nChanged 8
		SP:Iteration 47Q (159807.990000 sec): 3 clusters
  Score: Raw -505147.591909 + Penalty 2822.155287 = -502325.436622
  nChanged 11
		SP:Iteration 48Q (159808.160000 sec): 3 clusters
  Score: Raw -505151.668382 + Penalty 2822.155287 = -502329.513095
  nChanged 13
		SP:Iteration 49Q (159808.290000 sec): 3 clusters
  Score: Raw -505155.463168 + Penalty 2822.155287 = -502333.307881
  nChanged 10
		SP:Iteration 50Q (159808.490000 sec): 3 clusters
  Score: Raw -505157.774956 + Penalty 2822.155287 = -502335.619669
  nChanged 14
		SP:Iteration 51Q (159808.640000 sec): 3 clusters
  Score: Raw -505164.370771 + Penalty 2822.155287 = -502342.215484
  nChanged 15
		SP:Iteration 52Q (159808.790000 sec): 3 clusters
  Score: Raw -505169.024920 + Penalty 2822.155287 = -502346.869633
  nChanged 17
		SP:Iteration 53Q (159808.920000 sec): 3 clusters
  Score: Raw -505174.348892 + Penalty 2822.155287 = -502352.193605
  nChanged 10
		SP:Iteration 54Q (159809.070000 sec): 3 clusters
  Score: Raw -505176.888727 + Penalty 2822.155287 = -502354.733441
  nChanged 8
		SP:Iteration 55Q (159809.230000 sec): 3 clusters
  Score: Raw -505179.399513 + Penalty 2822.155287 = -502357.244226
  nChanged 8
		SP:Iteration 56Q (159809.370000 sec): 3 clusters
  Score: Raw -505181.484388 + Penalty 2822.155287 = -502359.329101
  nChanged 4
		SP:Iteration 57Q (159809.510000 sec): 3 clusters
  Score: Raw -505182.470272 + Penalty 2822.155287 = -502360.314985
  nChanged 4
		SP:Iteration 58Q (159809.650000 sec): 3 clusters
  Score: Raw -505183.009526 + Penalty 2822.155287 = -502360.854239
  nChanged 2
		SP:Iteration 59Q (159809.810000 sec): 3 clusters
  Score: Raw -505183.254836 + Penalty 2822.155287 = -502361.099549
  nChanged 4
		SP:Iteration 60F (159809.940000 sec): 3 clusters
  Score: Raw -505183.658012 + Penalty 2822.155287 = -502361.502725
  nChanged 3
		SP:Iteration 61Q (159810.120000 sec): 3 clusters
  Score: Raw -505184.884859 + Penalty 2822.155287 = -502362.729572
  nChanged 5
		SP:Iteration 62Q (159810.290000 sec): 3 clusters
  Score: Raw -505186.340619 + Penalty 2822.155287 = -502364.185332
  nChanged 7
		SP:Iteration 63Q (159810.460000 sec): 3 clusters
  Score: Raw -505188.745938 + Penalty 2822.155287 = -502366.590651
  nChanged 6
		SP:Iteration 64Q (159810.630000 sec): 3 clusters
  Score: Raw -505191.501499 + Penalty 2822.155287 = -502369.346212
  nChanged 6
		SP:Iteration 65Q (159810.800000 sec): 3 clusters
  Score: Raw -505193.858542 + Penalty 2822.155287 = -502371.703256
  nChanged 7
		SP:Iteration 66Q (159810.980000 sec): 3 clusters
  Score: Raw -505196.678651 + Penalty 2822.155287 = -502374.523365
  nChanged 13
		SP:Iteration 67Q (159811.150000 sec): 3 clusters
  Score: Raw -505200.858972 + Penalty 2822.155287 = -502378.703685
  nChanged 12
		SP:Iteration 68Q (159811.320000 sec): 3 clusters
  Score: Raw -505204.718565 + Penalty 2822.155287 = -502382.563279
  nChanged 16
		SP:Iteration 69Q (159811.500000 sec): 3 clusters
  Score: Raw -505208.903608 + Penalty 2822.155287 = -502386.748322
  nChanged 8
		SP:Iteration 70Q (159811.670000 sec): 3 clusters
  Score: Raw -505211.074736 + Penalty 2822.155287 = -502388.919449
  nChanged 4
		SP:Iteration 71Q (159811.840000 sec): 3 clusters
  Score: Raw -505211.828754 + Penalty 2822.155287 = -502389.673467
  nChanged 3
		SP:Iteration 72Q (159812.010000 sec): 3 clusters
  Score: Raw -505212.631925 + Penalty 2822.155287 = -502390.476639
  nChanged 5
		SP:Iteration 73Q (159812.180000 sec): 3 clusters
  Score: Raw -505214.188419 + Penalty 2822.155287 = -502392.033132
  nChanged 4
		SP:Iteration 74Q (159812.360000 sec): 3 clusters
  Score: Raw -505215.954747 + Penalty 2822.155287 = -502393.799460
  nChanged 6
		SP:Iteration 75Q (159812.520000 sec): 3 clusters
  Score: Raw -505217.955670 + Penalty 2822.155287 = -502395.800383
  nChanged 3
		SP:Iteration 76Q (159812.710000 sec): 3 clusters
  Score: Raw -505218.559069 + Penalty 2822.155287 = -502396.403782
  nChanged 2
		SP:Iteration 77Q (159812.830000 sec): 3 clusters
  Score: Raw -505218.837747 + Penalty 2822.155287 = -502396.682460
  nChanged 1
		SP:Iteration 78Q (159812.990000 sec): 3 clusters
  Score: Raw -505218.897480 + Penalty 2822.155287 = -502396.742193
  nChanged 1
		SP:Iteration 79Q (159813.160000 sec): 3 clusters
  Score: Raw -505219.322339 + Penalty 2822.155287 = -502397.167052
  nChanged 0
		SP:Iteration 80F (159813.320000 sec): 3 clusters
  Score: Raw -505219.322339 + Penalty 2822.155287 = -502397.167052
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 116 (2183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159813.390000 sec): 2 clusters
  Score: Raw -214111.464009 + Penalty 1249.373995 = -212862.090013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159813.540000 sec): 3 clusters
  Score: Raw -213155.647870 + Penalty 2498.747991 = -210656.899879
  nChanged 781
		SP:Iteration 1F (159813.690000 sec): 3 clusters
  Score: Raw -213593.956646 + Penalty 2498.747991 = -211095.208655
  nChanged 148
		SP:Iteration 2F (159813.850000 sec): 3 clusters
  Score: Raw -213682.835278 + Penalty 2498.747991 = -211184.087287
  nChanged 89
		SP:Iteration 3Q (159814.010000 sec): 3 clusters
  Score: Raw -213736.392769 + Penalty 2498.747991 = -211237.644778
  nChanged 76
		SP:Iteration 4Q (159814.160000 sec): 3 clusters
  Score: Raw -213778.816558 + Penalty 2498.747991 = -211280.068567
  nChanged 62
		SP:Iteration 5Q (159814.320000 sec): 3 clusters
  Score: Raw -213811.496541 + Penalty 2498.747991 = -211312.748550
  nChanged 41
		SP:Iteration 6Q (159814.470000 sec): 3 clusters
  Score: Raw -213831.828084 + Penalty 2498.747991 = -211333.080093
  nChanged 31
		SP:Iteration 7Q (159814.630000 sec): 3 clusters
  Score: Raw -213848.425032 + Penalty 2498.747991 = -211349.677042
  nChanged 31
		SP:Iteration 8Q (159814.780000 sec): 3 clusters
  Score: Raw -213860.383300 + Penalty 2498.747991 = -211361.635309
  nChanged 24
		SP:Iteration 9Q (159814.940000 sec): 3 clusters
  Score: Raw -213869.368732 + Penalty 2498.747991 = -211370.620741
  nChanged 20
		SP:Iteration 10Q (159815.090000 sec): 3 clusters
  Score: Raw -213877.296939 + Penalty 2498.747991 = -211378.548948
  nChanged 21
		SP:Iteration 11Q (159815.250000 sec): 3 clusters
  Score: Raw -213884.824372 + Penalty 2498.747991 = -211386.076381
  nChanged 20
		SP:Iteration 12Q (159815.390000 sec): 3 clusters
  Score: Raw -213894.990210 + Penalty 2498.747991 = -211396.242219
  nChanged 21
		SP:Iteration 13Q (159815.530000 sec): 3 clusters
  Score: Raw -213904.214855 + Penalty 2498.747991 = -211405.466864
  nChanged 22
		SP:Iteration 14Q (159815.690000 sec): 3 clusters
  Score: Raw -213914.244174 + Penalty 2498.747991 = -211415.496183
  nChanged 27
		SP:Iteration 15Q (159815.850000 sec): 3 clusters
  Score: Raw -213927.076557 + Penalty 2498.747991 = -211428.328566
  nChanged 24
		SP:Iteration 16Q (159816.010000 sec): 3 clusters
  Score: Raw -213939.711232 + Penalty 2498.747991 = -211440.963241
  nChanged 24
		SP:Iteration 17Q (159816.170000 sec): 3 clusters
  Score: Raw -213950.763386 + Penalty 2498.747991 = -211452.015395
  nChanged 19
		SP:Iteration 18Q (159816.320000 sec): 3 clusters
  Score: Raw -213957.440851 + Penalty 2498.747991 = -211458.692860
  nChanged 21
		SP:Iteration 19Q (159816.480000 sec): 3 clusters
  Score: Raw -213969.180652 + Penalty 2498.747991 = -211470.432661
  nChanged 24
		SP:Iteration 20F (159816.640000 sec): 3 clusters
  Score: Raw -213985.329381 + Penalty 2498.747991 = -211486.581391
  nChanged 27
		SP:Iteration 21Q (159816.800000 sec): 3 clusters
  Score: Raw -214000.904065 + Penalty 2498.747991 = -211502.156074
  nChanged 27
		SP:Iteration 22Q (159816.980000 sec): 3 clusters
  Score: Raw -214016.164563 + Penalty 2498.747991 = -211517.416573
  nChanged 21
		SP:Iteration 23Q (159817.160000 sec): 3 clusters
  Score: Raw -214025.755396 + Penalty 2498.747991 = -211527.007405
  nChanged 22
		SP:Iteration 24Q (159817.320000 sec): 3 clusters
  Score: Raw -214039.826208 + Penalty 2498.747991 = -211541.078217
  nChanged 30
		SP:Iteration 25Q (159817.470000 sec): 3 clusters
  Score: Raw -214053.115293 + Penalty 2498.747991 = -211554.367302
  nChanged 17
		SP:Iteration 26Q (159817.640000 sec): 3 clusters
  Score: Raw -214059.797140 + Penalty 2498.747991 = -211561.049149
  nChanged 15
		SP:Iteration 27Q (159817.800000 sec): 3 clusters
  Score: Raw -214065.168695 + Penalty 2498.747991 = -211566.420704
  nChanged 14
		SP:Iteration 28Q (159817.960000 sec): 3 clusters
  Score: Raw -214071.890956 + Penalty 2498.747991 = -211573.142965
  nChanged 14
		SP:Iteration 29Q (159818.120000 sec): 3 clusters
  Score: Raw -214079.063117 + Penalty 2498.747991 = -211580.315126
  nChanged 11
		SP:Iteration 30Q (159818.290000 sec): 3 clusters
  Score: Raw -214084.431184 + Penalty 2498.747991 = -211585.683194
  nChanged 10
		SP:Iteration 31Q (159818.430000 sec): 3 clusters
  Score: Raw -214088.710382 + Penalty 2498.747991 = -211589.962391
  nChanged 14
		SP:Iteration 32Q (159818.590000 sec): 3 clusters
  Score: Raw -214096.971294 + Penalty 2498.747991 = -211598.223303
  nChanged 11
		SP:Iteration 33Q (159818.740000 sec): 3 clusters
  Score: Raw -214102.108370 + Penalty 2498.747991 = -211603.360379
  nChanged 11
		SP:Iteration 34Q (159818.900000 sec): 3 clusters
  Score: Raw -214107.777372 + Penalty 2498.747991 = -211609.029381
  nChanged 8
		SP:Iteration 35Q (159819.050000 sec): 3 clusters
  Score: Raw -214112.717109 + Penalty 2498.747991 = -211613.969118
  nChanged 9
		SP:Iteration 36Q (159819.210000 sec): 3 clusters
  Score: Raw -214116.531262 + Penalty 2498.747991 = -211617.783271
  nChanged 3
		SP:Iteration 37Q (159819.380000 sec): 3 clusters
  Score: Raw -214118.002603 + Penalty 2498.747991 = -211619.254612
  nChanged 4
		SP:Iteration 38Q (159819.520000 sec): 3 clusters
  Score: Raw -214119.916457 + Penalty 2498.747991 = -211621.168466
  nChanged 5
		SP:Iteration 39Q (159819.670000 sec): 3 clusters
  Score: Raw -214123.979896 + Penalty 2498.747991 = -211625.231905
  nChanged 7
		SP:Iteration 40F (159819.820000 sec): 3 clusters
  Score: Raw -214127.188969 + Penalty 2498.747991 = -211628.440978
  nChanged 4
		SP:Iteration 41Q (159819.970000 sec): 3 clusters
  Score: Raw -214128.886955 + Penalty 2498.747991 = -211630.138964
  nChanged 2
		SP:Iteration 42Q (159820.100000 sec): 3 clusters
  Score: Raw -214129.248907 + Penalty 2498.747991 = -211630.500916
  nChanged 2
		SP:Iteration 43Q (159820.230000 sec): 3 clusters
  Score: Raw -214130.134250 + Penalty 2498.747991 = -211631.386259
  nChanged 1
		SP:Iteration 44Q (159820.360000 sec): 3 clusters
  Score: Raw -214130.373157 + Penalty 2498.747991 = -211631.625166
  nChanged 0
		SP:Iteration 45F (159820.490000 sec): 3 clusters
  Score: Raw -214130.373157 + Penalty 2498.747991 = -211631.625166
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 117 (5708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (159820.590000 sec): 2 clusters
  Score: Raw -502043.858985 + Penalty 1405.563897 = -500638.295088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (159820.740000 sec): 3 clusters
  Score: Raw -499001.163289 + Penalty 2811.127793 = -496190.035496
  nChanged 2355
		SP:Iteration 1F (159820.900000 sec): 3 clusters
  Score: Raw -500305.875703 + Penalty 2811.127793 = -497494.747910
  nChanged 385
		SP:Iteration 2F (159821.040000 sec): 3 clusters
  Score: Raw -500489.340965 + Penalty 2811.127793 = -497678.213172
  nChanged 283
		SP:Iteration 3Q (159821.190000 sec): 3 clusters
  Score: Raw -500618.045716 + Penalty 2811.127793 = -497806.917923
  nChanged 221
		SP:Iteration 4Q (159821.350000 sec): 3 clusters
  Score: Raw -500711.463926 + Penalty 2811.127793 = -497900.336133
  nChanged 166
		SP:Iteration 5Q (159821.530000 sec): 3 clusters
  Score: Raw -500783.557835 + Penalty 2811.127793 = -497972.430042
  nChanged 173
		SP:Iteration 6Q (159821.710000 sec): 3 clusters
  Score: Raw -500860.487842 + Penalty 2811.127793 = -498049.360049
  nChanged 160
		SP:Iteration 7Q (159821.880000 sec): 3 clusters
  Score: Raw -500935.896453 + Penalty 2811.127793 = -498124.768660
  nChanged 172
		SP:Iteration 8Q (159822.070000 sec): 3 clusters
  Score: Raw -501018.651143 + Penalty 2811.127793 = -498207.523350
  nChanged 186
		SP:Iteration 9Q (159822.220000 sec): 3 clusters
  Score: Raw -501119.364413 + Penalty 2811.127793 = -498308.236620
  nChanged 177
		SP:Iteration 10Q (159822.450000 sec): 3 clusters
  Score: Raw -501206.461265 + Penalty 2811.127793 = -498395.333472
  nChanged 162
		SP:Iteration 11Q (159822.590000 sec): 3 clusters
  Score: Raw -501289.247267 + Penalty 2811.127793 = -498478.119474
  nChanged 167
		SP:Iteration 12Q (159822.740000 sec): 3 clusters
  Score: Raw -501380.384943 + Penalty 2811.127793 = -498569.257150
  nChanged 172
		SP:Iteration 13Q (159822.900000 sec): 3 clusters
  Score: Raw -501478.628459 + Penalty 2811.127793 = -498667.500666
  nChanged 172
		SP:Iteration 14Q (159823.090000 sec): 3 clusters
  Score: Raw -501589.285137 + Penalty 2811.127793 = -498778.157344
  nChanged 136
		SP:Iteration 15Q (159823.270000 sec): 3 clusters
  Score: Raw -501679.351853 + Penalty 2811.127793 = -498868.224060
  nChanged 123
		SP:Iteration 16Q (159823.460000 sec): 3 clusters
  Score: Raw -501762.013311 + Penalty 2811.127793 = -498950.885518
  nChanged 113
		SP:Iteration 17Q (159823.650000 sec): 3 clusters
  Score: Raw -501836.691309 + Penalty 2811.127793 = -499025.563516
  nChanged 101
		SP:Iteration 18Q (159823.800000 sec): 3 clusters
  Score: Raw -501899.653384 + Penalty 2811.127793 = -499088.525591
  nChanged 84
		SP:Iteration 19Q (159823.980000 sec): 3 clusters
  Score: Raw -501959.713361 + Penalty 2811.127793 = -499148.585568
  nChanged 70
		SP:Iteration 20F (159824.180000 sec): 3 clusters
  Score: Raw -502012.270652 + Penalty 2811.127793 = -499201.142859
  nChanged 59
		SP:Iteration 21Q (159824.340000 sec): 3 clusters
  Score: Raw -502061.130806 + Penalty 2811.127793 = -499250.003013
  nChanged 52
		SP:Iteration 22Q (159824.490000 sec): 3 clusters
  Score: Raw -502102.629884 + Penalty 2811.127793 = -499291.502091
  nChanged 44
		SP:Iteration 23Q (159824.640000 sec): 3 clusters
  Score: Raw -502133.050015 + Penalty 2811.127793 = -499321.922222
  nChanged 30
		SP:Iteration 24Q (159824.780000 sec): 3 clusters
  Score: Raw -502161.012337 + Penalty 2811.127793 = -499349.884543
  nChanged 21
		SP:Iteration 25Q (159824.980000 sec): 3 clusters
  Score: Raw -502175.529220 + Penalty 2811.127793 = -499364.401427
  nChanged 10
		SP:Iteration 26Q (159825.100000 sec): 3 clusters
  Score: Raw -502181.977101 + Penalty 2811.127793 = -499370.849308
  nChanged 3
		SP:Iteration 27Q (159825.240000 sec): 3 clusters
  Score: Raw -502183.480121 + Penalty 2811.127793 = -499372.352328
  nChanged 2
		SP:Iteration 28Q (159825.380000 sec): 3 clusters
  Score: Raw -502183.979279 + Penalty 2811.127793 = -499372.851486
  nChanged 3
		SP:Iteration 29Q (159825.520000 sec): 3 clusters
  Score: Raw -502185.144387 + Penalty 2811.127793 = -499374.016594
  nChanged 2
		SP:Iteration 30Q (159825.650000 sec): 3 clusters
  Score: Raw -502187.533176 + Penalty 2811.127793 = -499376.405383
  nChanged 6
		SP:Iteration 31Q (159825.790000 sec): 3 clusters
  Score: Raw -502190.799850 + Penalty 2811.127793 = -499379.672057
  nChanged 8
		SP:Iteration 32Q (159825.940000 sec): 3 clusters
  Score: Raw -502195.369116 + Penalty 2811.127793 = -499384.241323
  nChanged 9
		SP:Iteration 33Q (159826.080000 sec): 3 clusters
  Score: Raw -502201.749691 + Penalty 2811.127793 = -499390.621898
  nChanged 7
		SP:Iteration 34Q (159826.230000 sec): 3 clusters
  Score: Raw -502208.229248 + Penalty 2811.127793 = -499397.101455
  nChanged 8
		SP:Iteration 35Q (159826.390000 sec): 3 clusters
  Score: Raw -502214.655998 + Penalty 2811.127793 = -499403.528205
  nChanged 7
		SP:Iteration 36Q (159826.540000 sec): 3 clusters
  Score: Raw -502220.589076 + Penalty 2811.127793 = -499409.461283
  nChanged 1
		SP:Iteration 37Q (159826.690000 sec): 3 clusters
  Score: Raw -502221.773777 + Penalty 2811.127793 = -499410.645984
  nChanged 1
		SP:Iteration 38Q (159826.850000 sec): 3 clusters
  Score: Raw -502223.011569 + Penalty 2811.127793 = -499411.883776
  nChanged 1
		SP:Iteration 39Q (159827.000000 sec): 3 clusters
  Score: Raw -502223.770861 + Penalty 2811.127793 = -499412.643068
  nChanged 0
		SP:Iteration 40F (159827.190000 sec): 3 clusters
  Score: Raw -502223.770861 + Penalty 2811.127793 = -499412.643068
  nChanged 0
Iteration 339Q (159972.940000 sec): 118 clusters
  Score: Raw -47063950.286965 + Penalty 252304.802133 = -46811645.484833
  nChanged 39
Iteration 340F (160187.020000 sec): 118 clusters
  Score: Raw -47063955.377392 + Penalty 252304.802133 = -46811650.575259
  nChanged 35
Iteration 341Q (160340.960000 sec): 118 clusters
  Score: Raw -47063958.646557 + Penalty 252304.802133 = -46811653.844424
  nChanged 42
Iteration 342Q (160493.080000 sec): 118 clusters
  Score: Raw -47063963.270905 + Penalty 252304.802133 = -46811658.468772
  nChanged 35
Iteration 343Q (160646.700000 sec): 118 clusters
  Score: Raw -47063967.814935 + Penalty 252304.802133 = -46811663.012802
  nChanged 43
Iteration 344Q (160796.270000 sec): 118 clusters
  Score: Raw -47063973.057535 + Penalty 252304.802133 = -46811668.255402
  nChanged 36
Iteration 345Q (160948.400000 sec): 118 clusters
  Score: Raw -47063977.998966 + Penalty 252304.802133 = -46811673.196834
  nChanged 46
Iteration 346Q (161102.060000 sec): 118 clusters
  Score: Raw -47063983.463103 + Penalty 252304.802133 = -46811678.660971
  nChanged 38
Iteration 347Q (161257.540000 sec): 118 clusters
  Score: Raw -47063988.084294 + Penalty 252304.802133 = -46811683.282161
  nChanged 43
Iteration 348Q (161408.690000 sec): 118 clusters
  Score: Raw -47063992.827381 + Penalty 252304.802133 = -46811688.025248
  nChanged 31
Iteration 349Q (161558.420000 sec): 118 clusters
  Score: Raw -47063996.043029 + Penalty 252304.802133 = -46811691.240897
  nChanged 38
Iteration 350Q (161711.740000 sec): 118 clusters
  Score: Raw -47063999.902082 + Penalty 252304.802133 = -46811695.099950
  nChanged 33
Iteration 351Q (161867.590000 sec): 118 clusters
  Score: Raw -47064002.862372 + Penalty 252304.802133 = -46811698.060239
  nChanged 29
Iteration 352Q (162021.100000 sec): 118 clusters
  Score: Raw -47064005.764121 + Penalty 252304.802133 = -46811700.961989
  nChanged 31
Iteration 353Q (162175.000000 sec): 118 clusters
  Score: Raw -47064008.524486 + Penalty 252304.802133 = -46811703.722353
  nChanged 33
Iteration 354Q (162324.740000 sec): 118 clusters
  Score: Raw -47064011.574578 + Penalty 252304.802133 = -46811706.772445
  nChanged 27
Iteration 355Q (162477.750000 sec): 118 clusters
  Score: Raw -47064013.413763 + Penalty 252304.802133 = -46811708.611631
  nChanged 21
Iteration 356Q (162627.590000 sec): 118 clusters
  Score: Raw -47064014.887563 + Penalty 252304.802133 = -46811710.085430
  nChanged 18
Iteration 357Q (162782.220000 sec): 118 clusters
  Score: Raw -47064015.750334 + Penalty 252304.802133 = -46811710.948201
  nChanged 21
Iteration 358Q (162936.170000 sec): 118 clusters
  Score: Raw -47064017.057746 + Penalty 252304.802133 = -46811712.255614
  nChanged 26
Iteration 359Q (163089.200000 sec): 118 clusters
  Score: Raw -47064018.610160 + Penalty 252304.802133 = -46811713.808027
  nChanged 21
Iteration 360F (163303.030000 sec): 118 clusters
  Score: Raw -47064019.828451 + Penalty 252304.802133 = -46811715.026319
  nChanged 15
Iteration 361Q (163457.630000 sec): 118 clusters
  Score: Raw -47064020.792122 + Penalty 252304.802133 = -46811715.989989
  nChanged 12
Iteration 362Q (163612.410000 sec): 118 clusters
  Score: Raw -47064021.593184 + Penalty 252304.802133 = -46811716.791051
  nChanged 11
Iteration 363Q (163766.830000 sec): 118 clusters
  Score: Raw -47064022.646164 + Penalty 252304.802133 = -46811717.844031
  nChanged 18
Iteration 364Q (163919.410000 sec): 118 clusters
  Score: Raw -47064024.390172 + Penalty 252304.802133 = -46811719.588039
  nChanged 18
Iteration 365Q (164072.560000 sec): 118 clusters
  Score: Raw -47064026.090519 + Penalty 252304.802133 = -46811721.288386
  nChanged 21
Iteration 366Q (164226.740000 sec): 118 clusters
  Score: Raw -47064028.091652 + Penalty 252304.802133 = -46811723.289519
  nChanged 19
Iteration 367Q (164381.540000 sec): 118 clusters
  Score: Raw -47064029.224833 + Penalty 252304.802133 = -46811724.422701
  nChanged 20
Iteration 368Q (164535.830000 sec): 118 clusters
  Score: Raw -47064030.684339 + Penalty 252304.802133 = -46811725.882206
  nChanged 25
Iteration 369Q (164690.300000 sec): 118 clusters
  Score: Raw -47064032.414021 + Penalty 252304.802133 = -46811727.611888
  nChanged 31
Iteration 370Q (164844.090000 sec): 118 clusters
  Score: Raw -47064034.374432 + Penalty 252304.802133 = -46811729.572300
  nChanged 23
Iteration 371Q (165000.370000 sec): 118 clusters
  Score: Raw -47064036.206023 + Penalty 252304.802133 = -46811731.403890
  nChanged 23
Iteration 372Q (165152.400000 sec): 118 clusters
  Score: Raw -47064038.664261 + Penalty 252304.802133 = -46811733.862129
  nChanged 26
Iteration 373Q (165306.450000 sec): 118 clusters
  Score: Raw -47064040.392651 + Penalty 252304.802133 = -46811735.590518
  nChanged 19
Iteration 374Q (165458.910000 sec): 118 clusters
  Score: Raw -47064041.767005 + Penalty 252304.802133 = -46811736.964873
  nChanged 20
Iteration 375Q (165612.190000 sec): 118 clusters
  Score: Raw -47064043.379690 + Penalty 252304.802133 = -46811738.577558
  nChanged 21
Iteration 376Q (165766.580000 sec): 118 clusters
  Score: Raw -47064044.651294 + Penalty 252304.802133 = -46811739.849162
  nChanged 18
Iteration 377Q (165920.230000 sec): 118 clusters
  Score: Raw -47064046.102310 + Penalty 252304.802133 = -46811741.300177
  nChanged 13
Iteration 378Q (166075.590000 sec): 118 clusters
  Score: Raw -47064047.203945 + Penalty 252304.802133 = -46811742.401813
  nChanged 11
Writing temp clu file 
Because OldScore, -46811741.300177, is greater than current (better) Score,-46811742.401813 
 Compute initial score before splitting:   Score: Raw -47064047.203945 + Penalty 252304.802133 = -46811742.401813
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (3822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166075.750000 sec): 2 clusters
  Score: Raw -268306.478960 + Penalty 1340.385983 = -266966.092977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166075.890000 sec): 3 clusters
  Score: Raw -266473.841588 + Penalty 2680.771966 = -263793.069622
  nChanged 1532
		SP:Iteration 1F (166076.030000 sec): 3 clusters
  Score: Raw -267588.453451 + Penalty 2680.771966 = -264907.681485
  nChanged 371
		SP:Iteration 2F (166076.170000 sec): 3 clusters
  Score: Raw -267909.263606 + Penalty 2680.771966 = -265228.491641
  nChanged 246
		SP:Iteration 3F (166076.320000 sec): 3 clusters
  Score: Raw -268120.301580 + Penalty 2680.771966 = -265439.529614
  nChanged 216
		SP:Iteration 4F (166076.460000 sec): 3 clusters
  Score: Raw -268309.700382 + Penalty 2680.771966 = -265628.928417
  nChanged 173
		SP:Iteration 5Q (166076.600000 sec): 3 clusters
  Score: Raw -268456.407519 + Penalty 2680.771966 = -265775.635553
  nChanged 135
		SP:Iteration 6Q (166076.760000 sec): 3 clusters
  Score: Raw -268550.529014 + Penalty 2680.771966 = -265869.757048
  nChanged 108
		SP:Iteration 7Q (166076.920000 sec): 3 clusters
  Score: Raw -268608.002982 + Penalty 2680.771966 = -265927.231016
  nChanged 75
		SP:Iteration 8Q (166077.070000 sec): 3 clusters
  Score: Raw -268647.256699 + Penalty 2680.771966 = -265966.484734
  nChanged 69
		SP:Iteration 9Q (166077.240000 sec): 3 clusters
  Score: Raw -268682.904398 + Penalty 2680.771966 = -266002.132433
  nChanged 54
		SP:Iteration 10Q (166077.380000 sec): 3 clusters
  Score: Raw -268702.708472 + Penalty 2680.771966 = -266021.936506
  nChanged 37
		SP:Iteration 11Q (166077.540000 sec): 3 clusters
  Score: Raw -268715.087548 + Penalty 2680.771966 = -266034.315582
  nChanged 36
		SP:Iteration 12Q (166077.690000 sec): 3 clusters
  Score: Raw -268725.465743 + Penalty 2680.771966 = -266044.693778
  nChanged 29
		SP:Iteration 13Q (166077.840000 sec): 3 clusters
  Score: Raw -268735.278185 + Penalty 2680.771966 = -266054.506219
  nChanged 24
		SP:Iteration 14Q (166078.000000 sec): 3 clusters
  Score: Raw -268742.593914 + Penalty 2680.771966 = -266061.821948
  nChanged 26
		SP:Iteration 15Q (166078.160000 sec): 3 clusters
  Score: Raw -268747.854004 + Penalty 2680.771966 = -266067.082039
  nChanged 9
		SP:Iteration 16Q (166078.310000 sec): 3 clusters
  Score: Raw -268750.601433 + Penalty 2680.771966 = -266069.829467
  nChanged 12
		SP:Iteration 17Q (166078.460000 sec): 3 clusters
  Score: Raw -268754.339749 + Penalty 2680.771966 = -266073.567783
  nChanged 12
		SP:Iteration 18Q (166078.620000 sec): 3 clusters
  Score: Raw -268757.785344 + Penalty 2680.771966 = -266077.013379
  nChanged 7
		SP:Iteration 19Q (166078.770000 sec): 3 clusters
  Score: Raw -268760.605655 + Penalty 2680.771966 = -266079.833690
  nChanged 5
		SP:Iteration 20F (166078.930000 sec): 3 clusters
  Score: Raw -268761.475966 + Penalty 2680.771966 = -266080.704000
  nChanged 5
		SP:Iteration 21Q (166079.080000 sec): 3 clusters
  Score: Raw -268762.565735 + Penalty 2680.771966 = -266081.793769
  nChanged 7
		SP:Iteration 22Q (166079.230000 sec): 3 clusters
  Score: Raw -268764.789678 + Penalty 2680.771966 = -266084.017712
  nChanged 8
		SP:Iteration 23Q (166079.380000 sec): 3 clusters
  Score: Raw -268766.818405 + Penalty 2680.771966 = -266086.046440
  nChanged 5
		SP:Iteration 24Q (166079.540000 sec): 3 clusters
  Score: Raw -268768.310410 + Penalty 2680.771966 = -266087.538445
  nChanged 8
		SP:Iteration 25Q (166079.700000 sec): 3 clusters
  Score: Raw -268770.963932 + Penalty 2680.771966 = -266090.191967
  nChanged 10
		SP:Iteration 26Q (166079.850000 sec): 3 clusters
  Score: Raw -268774.181899 + Penalty 2680.771966 = -266093.409934
  nChanged 10
		SP:Iteration 27Q (166080.050000 sec): 3 clusters
  Score: Raw -268776.897142 + Penalty 2680.771966 = -266096.125176
  nChanged 9
		SP:Iteration 28Q (166080.160000 sec): 3 clusters
  Score: Raw -268778.101084 + Penalty 2680.771966 = -266097.329118
  nChanged 8
		SP:Iteration 29Q (166080.310000 sec): 3 clusters
  Score: Raw -268779.392399 + Penalty 2680.771966 = -266098.620434
  nChanged 4
		SP:Iteration 30Q (166080.520000 sec): 3 clusters
  Score: Raw -268780.067558 + Penalty 2680.771966 = -266099.295592
  nChanged 3
		SP:Iteration 31Q (166080.720000 sec): 3 clusters
  Score: Raw -268781.069530 + Penalty 2680.771966 = -266100.297564
  nChanged 3
		SP:Iteration 32Q (166080.910000 sec): 3 clusters
  Score: Raw -268781.622517 + Penalty 2680.771966 = -266100.850551
  nChanged 2
		SP:Iteration 33Q (166081.040000 sec): 3 clusters
  Score: Raw -268781.858030 + Penalty 2680.771966 = -266101.086064
  nChanged 0
		SP:Iteration 34F (166081.220000 sec): 3 clusters
  Score: Raw -268781.858030 + Penalty 2680.771966 = -266101.086064
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (3644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166081.280000 sec): 2 clusters
  Score: Raw -264916.365233 + Penalty 1332.636054 = -263583.729178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166081.440000 sec): 3 clusters
  Score: Raw -263194.885700 + Penalty 2665.272109 = -260529.613591
  nChanged 1411
		SP:Iteration 1F (166081.600000 sec): 3 clusters
  Score: Raw -264087.690300 + Penalty 2665.272109 = -261422.418191
  nChanged 295
		SP:Iteration 2F (166081.760000 sec): 3 clusters
  Score: Raw -264320.829435 + Penalty 2665.272109 = -261655.557326
  nChanged 249
		SP:Iteration 3F (166081.920000 sec): 3 clusters
  Score: Raw -264542.066678 + Penalty 2665.272109 = -261876.794569
  nChanged 209
		SP:Iteration 4F (166082.120000 sec): 3 clusters
  Score: Raw -264740.887969 + Penalty 2665.272109 = -262075.615860
  nChanged 197
		SP:Iteration 5F (166082.260000 sec): 3 clusters
  Score: Raw -264898.393034 + Penalty 2665.272109 = -262233.120925
  nChanged 143
		SP:Iteration 6Q (166082.420000 sec): 3 clusters
  Score: Raw -265022.485079 + Penalty 2665.272109 = -262357.212970
  nChanged 133
		SP:Iteration 7Q (166082.580000 sec): 3 clusters
  Score: Raw -265133.913873 + Penalty 2665.272109 = -262468.641764
  nChanged 122
		SP:Iteration 8Q (166082.740000 sec): 3 clusters
  Score: Raw -265231.478015 + Penalty 2665.272109 = -262566.205906
  nChanged 113
		SP:Iteration 9Q (166082.890000 sec): 3 clusters
  Score: Raw -265319.918541 + Penalty 2665.272109 = -262654.646432
  nChanged 95
		SP:Iteration 10Q (166083.050000 sec): 3 clusters
  Score: Raw -265382.375669 + Penalty 2665.272109 = -262717.103560
  nChanged 80
		SP:Iteration 11Q (166083.210000 sec): 3 clusters
  Score: Raw -265429.928148 + Penalty 2665.272109 = -262764.656039
  nChanged 69
		SP:Iteration 12Q (166083.370000 sec): 3 clusters
  Score: Raw -265468.601630 + Penalty 2665.272109 = -262803.329521
  nChanged 49
		SP:Iteration 13Q (166083.530000 sec): 3 clusters
  Score: Raw -265496.519953 + Penalty 2665.272109 = -262831.247844
  nChanged 45
		SP:Iteration 14Q (166083.680000 sec): 3 clusters
  Score: Raw -265521.633205 + Penalty 2665.272109 = -262856.361096
  nChanged 42
		SP:Iteration 15Q (166083.840000 sec): 3 clusters
  Score: Raw -265543.734841 + Penalty 2665.272109 = -262878.462733
  nChanged 39
		SP:Iteration 16Q (166084.000000 sec): 3 clusters
  Score: Raw -265559.680477 + Penalty 2665.272109 = -262894.408368
  nChanged 22
		SP:Iteration 17Q (166084.160000 sec): 3 clusters
  Score: Raw -265566.710329 + Penalty 2665.272109 = -262901.438220
  nChanged 10
		SP:Iteration 18Q (166084.320000 sec): 3 clusters
  Score: Raw -265569.550503 + Penalty 2665.272109 = -262904.278394
  nChanged 10
		SP:Iteration 19Q (166084.480000 sec): 3 clusters
  Score: Raw -265571.408740 + Penalty 2665.272109 = -262906.136631
  nChanged 5
		SP:Iteration 20F (166084.640000 sec): 3 clusters
  Score: Raw -265572.286335 + Penalty 2665.272109 = -262907.014226
  nChanged 4
		SP:Iteration 21Q (166084.790000 sec): 3 clusters
  Score: Raw -265573.242175 + Penalty 2665.272109 = -262907.970066
  nChanged 1
		SP:Iteration 22Q (166084.950000 sec): 3 clusters
  Score: Raw -265573.590150 + Penalty 2665.272109 = -262908.318042
  nChanged 1
		SP:Iteration 23Q (166085.110000 sec): 3 clusters
  Score: Raw -265573.661025 + Penalty 2665.272109 = -262908.388916
  nChanged 0
		SP:Iteration 24F (166085.270000 sec): 3 clusters
  Score: Raw -265573.661025 + Penalty 2665.272109 = -262908.388916
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (3120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166085.390000 sec): 2 clusters
  Score: Raw -252051.859853 + Penalty 1307.408096 = -250744.451757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166085.540000 sec): 3 clusters
  Score: Raw -250565.917875 + Penalty 2614.816191 = -247951.101684
  nChanged 1222
		SP:Iteration 1F (166085.700000 sec): 3 clusters
  Score: Raw -251392.804366 + Penalty 2614.816191 = -248777.988175
  nChanged 293
		SP:Iteration 2F (166085.860000 sec): 3 clusters
  Score: Raw -251639.903017 + Penalty 2614.816191 = -249025.086826
  nChanged 199
		SP:Iteration 3F (166086.010000 sec): 3 clusters
  Score: Raw -251804.732831 + Penalty 2614.816191 = -249189.916640
  nChanged 168
		SP:Iteration 4F (166086.170000 sec): 3 clusters
  Score: Raw -251953.285667 + Penalty 2614.816191 = -249338.469476
  nChanged 152
		SP:Iteration 5Q (166086.330000 sec): 3 clusters
  Score: Raw -252074.098910 + Penalty 2614.816191 = -249459.282718
  nChanged 121
		SP:Iteration 6Q (166086.480000 sec): 3 clusters
  Score: Raw -252165.702889 + Penalty 2614.816191 = -249550.886697
  nChanged 106
		SP:Iteration 7Q (166086.620000 sec): 3 clusters
  Score: Raw -252240.031549 + Penalty 2614.816191 = -249625.215357
  nChanged 74
		SP:Iteration 8Q (166086.790000 sec): 3 clusters
  Score: Raw -252282.058113 + Penalty 2614.816191 = -249667.241921
  nChanged 65
		SP:Iteration 9Q (166086.940000 sec): 3 clusters
  Score: Raw -252317.839776 + Penalty 2614.816191 = -249703.023584
  nChanged 54
		SP:Iteration 10Q (166087.090000 sec): 3 clusters
  Score: Raw -252349.794685 + Penalty 2614.816191 = -249734.978494
  nChanged 37
		SP:Iteration 11Q (166087.240000 sec): 3 clusters
  Score: Raw -252371.847436 + Penalty 2614.816191 = -249757.031245
  nChanged 44
		SP:Iteration 12Q (166087.380000 sec): 3 clusters
  Score: Raw -252401.585947 + Penalty 2614.816191 = -249786.769755
  nChanged 40
		SP:Iteration 13Q (166087.520000 sec): 3 clusters
  Score: Raw -252426.354365 + Penalty 2614.816191 = -249811.538174
  nChanged 40
		SP:Iteration 14Q (166087.670000 sec): 3 clusters
  Score: Raw -252449.760479 + Penalty 2614.816191 = -249834.944288
  nChanged 29
		SP:Iteration 15Q (166087.830000 sec): 3 clusters
  Score: Raw -252465.043279 + Penalty 2614.816191 = -249850.227088
  nChanged 20
		SP:Iteration 16Q (166088.000000 sec): 3 clusters
  Score: Raw -252480.502888 + Penalty 2614.816191 = -249865.686696
  nChanged 26
		SP:Iteration 17Q (166088.180000 sec): 3 clusters
  Score: Raw -252499.187320 + Penalty 2614.816191 = -249884.371129
  nChanged 24
		SP:Iteration 18Q (166088.250000 sec): 3 clusters
  Score: Raw -252515.253194 + Penalty 2614.816191 = -249900.437003
  nChanged 22
		SP:Iteration 19Q (166088.310000 sec): 3 clusters
  Score: Raw -252529.752476 + Penalty 2614.816191 = -249914.936284
  nChanged 31
		SP:Iteration 20F (166088.370000 sec): 3 clusters
  Score: Raw -252556.785048 + Penalty 2614.816191 = -249941.968857
  nChanged 34
		SP:Iteration 21Q (166088.430000 sec): 3 clusters
  Score: Raw -252579.377876 + Penalty 2614.816191 = -249964.561685
  nChanged 23
		SP:Iteration 22Q (166088.490000 sec): 3 clusters
  Score: Raw -252595.165983 + Penalty 2614.816191 = -249980.349792
  nChanged 17
		SP:Iteration 23Q (166088.550000 sec): 3 clusters
  Score: Raw -252606.709076 + Penalty 2614.816191 = -249991.892885
  nChanged 21
		SP:Iteration 24Q (166088.600000 sec): 3 clusters
  Score: Raw -252616.727866 + Penalty 2614.816191 = -250001.911675
  nChanged 15
		SP:Iteration 25Q (166088.740000 sec): 3 clusters
  Score: Raw -252623.705485 + Penalty 2614.816191 = -250008.889294
  nChanged 12
		SP:Iteration 26Q (166088.900000 sec): 3 clusters
  Score: Raw -252628.004423 + Penalty 2614.816191 = -250013.188232
  nChanged 6
		SP:Iteration 27Q (166089.080000 sec): 3 clusters
  Score: Raw -252630.223402 + Penalty 2614.816191 = -250015.407210
  nChanged 4
		SP:Iteration 28Q (166089.250000 sec): 3 clusters
  Score: Raw -252632.287092 + Penalty 2614.816191 = -250017.470901
  nChanged 2
		SP:Iteration 29Q (166089.430000 sec): 3 clusters
  Score: Raw -252633.330210 + Penalty 2614.816191 = -250018.514019
  nChanged 2
		SP:Iteration 30Q (166089.610000 sec): 3 clusters
  Score: Raw -252633.971156 + Penalty 2614.816191 = -250019.154965
  nChanged 3
		SP:Iteration 31Q (166089.770000 sec): 3 clusters
  Score: Raw -252635.182275 + Penalty 2614.816191 = -250020.366084
  nChanged 2
		SP:Iteration 32Q (166089.930000 sec): 3 clusters
  Score: Raw -252635.898291 + Penalty 2614.816191 = -250021.082100
  nChanged 2
		SP:Iteration 33Q (166090.090000 sec): 3 clusters
  Score: Raw -252636.228661 + Penalty 2614.816191 = -250021.412470
  nChanged 2
		SP:Iteration 34Q (166090.260000 sec): 3 clusters
  Score: Raw -252636.741514 + Penalty 2614.816191 = -250021.925323
  nChanged 2
		SP:Iteration 35Q (166090.420000 sec): 3 clusters
  Score: Raw -252637.400602 + Penalty 2614.816191 = -250022.584411
  nChanged 4
		SP:Iteration 36Q (166090.580000 sec): 3 clusters
  Score: Raw -252639.286149 + Penalty 2614.816191 = -250024.469958
  nChanged 4
		SP:Iteration 37Q (166090.740000 sec): 3 clusters
  Score: Raw -252640.875599 + Penalty 2614.816191 = -250026.059407
  nChanged 1
		SP:Iteration 38Q (166090.900000 sec): 3 clusters
  Score: Raw -252641.247918 + Penalty 2614.816191 = -250026.431726
  nChanged 0
		SP:Iteration 39F (166091.070000 sec): 3 clusters
  Score: Raw -252641.247918 + Penalty 2614.816191 = -250026.431726
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (3402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166091.160000 sec): 2 clusters
  Score: Raw -276171.293033 + Penalty 1321.469301 = -274849.823732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166091.320000 sec): 3 clusters
  Score: Raw -274519.865616 + Penalty 2642.938601 = -271876.927015
  nChanged 1340
		SP:Iteration 1F (166091.480000 sec): 3 clusters
  Score: Raw -275392.547287 + Penalty 2642.938601 = -272749.608685
  nChanged 307
		SP:Iteration 2F (166091.670000 sec): 3 clusters
  Score: Raw -275625.091717 + Penalty 2642.938601 = -272982.153116
  nChanged 225
		SP:Iteration 3F (166091.790000 sec): 3 clusters
  Score: Raw -275829.882612 + Penalty 2642.938601 = -273186.944010
  nChanged 208
		SP:Iteration 4F (166091.940000 sec): 3 clusters
  Score: Raw -276016.926782 + Penalty 2642.938601 = -273373.988181
  nChanged 190
		SP:Iteration 5F (166092.100000 sec): 3 clusters
  Score: Raw -276210.066704 + Penalty 2642.938601 = -273567.128103
  nChanged 177
		SP:Iteration 6F (166092.250000 sec): 3 clusters
  Score: Raw -276376.626113 + Penalty 2642.938601 = -273733.687512
  nChanged 134
		SP:Iteration 7Q (166092.410000 sec): 3 clusters
  Score: Raw -276482.848989 + Penalty 2642.938601 = -273839.910388
  nChanged 112
		SP:Iteration 8Q (166092.570000 sec): 3 clusters
  Score: Raw -276571.018697 + Penalty 2642.938601 = -273928.080096
  nChanged 87
		SP:Iteration 9Q (166092.730000 sec): 3 clusters
  Score: Raw -276630.623565 + Penalty 2642.938601 = -273987.684963
  nChanged 71
		SP:Iteration 10Q (166092.890000 sec): 3 clusters
  Score: Raw -276680.008845 + Penalty 2642.938601 = -274037.070244
  nChanged 63
		SP:Iteration 11Q (166093.050000 sec): 3 clusters
  Score: Raw -276722.036247 + Penalty 2642.938601 = -274079.097646
  nChanged 46
		SP:Iteration 12Q (166093.220000 sec): 3 clusters
  Score: Raw -276751.670649 + Penalty 2642.938601 = -274108.732048
  nChanged 40
		SP:Iteration 13Q (166093.380000 sec): 3 clusters
  Score: Raw -276774.367384 + Penalty 2642.938601 = -274131.428783
  nChanged 34
		SP:Iteration 14Q (166093.540000 sec): 3 clusters
  Score: Raw -276797.209362 + Penalty 2642.938601 = -274154.270760
  nChanged 34
		SP:Iteration 15Q (166093.710000 sec): 3 clusters
  Score: Raw -276821.577543 + Penalty 2642.938601 = -274178.638942
  nChanged 44
		SP:Iteration 16Q (166093.870000 sec): 3 clusters
  Score: Raw -276855.247009 + Penalty 2642.938601 = -274212.308408
  nChanged 47
		SP:Iteration 17Q (166094.030000 sec): 3 clusters
  Score: Raw -276881.102169 + Penalty 2642.938601 = -274238.163568
  nChanged 26
		SP:Iteration 18Q (166094.200000 sec): 3 clusters
  Score: Raw -276898.686537 + Penalty 2642.938601 = -274255.747936
  nChanged 28
		SP:Iteration 19Q (166094.360000 sec): 3 clusters
  Score: Raw -276917.023818 + Penalty 2642.938601 = -274274.085217
  nChanged 19
		SP:Iteration 20F (166094.520000 sec): 3 clusters
  Score: Raw -276924.800749 + Penalty 2642.938601 = -274281.862148
  nChanged 17
		SP:Iteration 21Q (166094.680000 sec): 3 clusters
  Score: Raw -276932.247203 + Penalty 2642.938601 = -274289.308602
  nChanged 6
		SP:Iteration 22Q (166094.840000 sec): 3 clusters
  Score: Raw -276935.235603 + Penalty 2642.938601 = -274292.297002
  nChanged 13
		SP:Iteration 23Q (166095.010000 sec): 3 clusters
  Score: Raw -276940.475972 + Penalty 2642.938601 = -274297.537370
  nChanged 10
		SP:Iteration 24Q (166095.110000 sec): 3 clusters
  Score: Raw -276944.716007 + Penalty 2642.938601 = -274301.777406
  nChanged 5
		SP:Iteration 25Q (166095.180000 sec): 3 clusters
  Score: Raw -276947.594905 + Penalty 2642.938601 = -274304.656303
  nChanged 7
		SP:Iteration 26Q (166095.250000 sec): 3 clusters
  Score: Raw -276950.557897 + Penalty 2642.938601 = -274307.619296
  nChanged 6
		SP:Iteration 27Q (166095.320000 sec): 3 clusters
  Score: Raw -276952.186109 + Penalty 2642.938601 = -274309.247508
  nChanged 4
		SP:Iteration 28Q (166095.390000 sec): 3 clusters
  Score: Raw -276953.546775 + Penalty 2642.938601 = -274310.608174
  nChanged 4
		SP:Iteration 29Q (166095.460000 sec): 3 clusters
  Score: Raw -276955.351080 + Penalty 2642.938601 = -274312.412478
  nChanged 7
		SP:Iteration 30Q (166095.520000 sec): 3 clusters
  Score: Raw -276959.122787 + Penalty 2642.938601 = -274316.184186
  nChanged 8
		SP:Iteration 31Q (166095.620000 sec): 3 clusters
  Score: Raw -276963.546793 + Penalty 2642.938601 = -274320.608192
  nChanged 8
		SP:Iteration 32Q (166095.810000 sec): 3 clusters
  Score: Raw -276967.320052 + Penalty 2642.938601 = -274324.381451
  nChanged 6
		SP:Iteration 33Q (166095.970000 sec): 3 clusters
  Score: Raw -276970.202559 + Penalty 2642.938601 = -274327.263958
  nChanged 6
		SP:Iteration 34Q (166096.130000 sec): 3 clusters
  Score: Raw -276973.966575 + Penalty 2642.938601 = -274331.027974
  nChanged 7
		SP:Iteration 35Q (166096.290000 sec): 3 clusters
  Score: Raw -276977.551490 + Penalty 2642.938601 = -274334.612888
  nChanged 9
		SP:Iteration 36Q (166096.450000 sec): 3 clusters
  Score: Raw -276984.008124 + Penalty 2642.938601 = -274341.069523
  nChanged 6
		SP:Iteration 37Q (166096.600000 sec): 3 clusters
  Score: Raw -276988.087063 + Penalty 2642.938601 = -274345.148462
  nChanged 6
		SP:Iteration 38Q (166096.760000 sec): 3 clusters
  Score: Raw -276991.643633 + Penalty 2642.938601 = -274348.705032
  nChanged 7
		SP:Iteration 39Q (166096.920000 sec): 3 clusters
  Score: Raw -276996.215405 + Penalty 2642.938601 = -274353.276804
  nChanged 8
		SP:Iteration 40F (166097.070000 sec): 3 clusters
  Score: Raw -277002.908090 + Penalty 2642.938601 = -274359.969489
  nChanged 9
		SP:Iteration 41Q (166097.240000 sec): 3 clusters
  Score: Raw -277011.051445 + Penalty 2642.938601 = -274368.112844
  nChanged 8
		SP:Iteration 42Q (166097.400000 sec): 3 clusters
  Score: Raw -277015.712199 + Penalty 2642.938601 = -274372.773598
  nChanged 8
		SP:Iteration 43Q (166097.550000 sec): 3 clusters
  Score: Raw -277020.607702 + Penalty 2642.938601 = -274377.669101
  nChanged 6
		SP:Iteration 44Q (166097.700000 sec): 3 clusters
  Score: Raw -277023.392837 + Penalty 2642.938601 = -274380.454236
  nChanged 4
		SP:Iteration 45Q (166097.860000 sec): 3 clusters
  Score: Raw -277025.132683 + Penalty 2642.938601 = -274382.194081
  nChanged 2
		SP:Iteration 46Q (166098.020000 sec): 3 clusters
  Score: Raw -277025.634849 + Penalty 2642.938601 = -274382.696247
  nChanged 0
		SP:Iteration 47F (166098.190000 sec): 3 clusters
  Score: Raw -277025.634849 + Penalty 2642.938601 = -274382.696247
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (3869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166098.280000 sec): 2 clusters
  Score: Raw -300072.233124 + Penalty 1342.372095 = -298729.861029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166098.460000 sec): 3 clusters
  Score: Raw -298148.787109 + Penalty 2684.744190 = -295464.042918
  nChanged 1501
		SP:Iteration 1F (166098.620000 sec): 3 clusters
  Score: Raw -299093.126282 + Penalty 2684.744190 = -296408.382092
  nChanged 327
		SP:Iteration 2F (166098.780000 sec): 3 clusters
  Score: Raw -299327.923994 + Penalty 2684.744190 = -296643.179803
  nChanged 219
		SP:Iteration 3F (166098.950000 sec): 3 clusters
  Score: Raw -299480.931672 + Penalty 2684.744190 = -296796.187482
  nChanged 204
		SP:Iteration 4F (166099.090000 sec): 3 clusters
  Score: Raw -299608.081047 + Penalty 2684.744190 = -296923.336856
  nChanged 155
		SP:Iteration 5Q (166099.250000 sec): 3 clusters
  Score: Raw -299695.781340 + Penalty 2684.744190 = -297011.037149
  nChanged 134
		SP:Iteration 6Q (166099.420000 sec): 3 clusters
  Score: Raw -299784.465437 + Penalty 2684.744190 = -297099.721247
  nChanged 119
		SP:Iteration 7Q (166099.560000 sec): 3 clusters
  Score: Raw -299864.885465 + Penalty 2684.744190 = -297180.141275
  nChanged 126
		SP:Iteration 8Q (166099.730000 sec): 3 clusters
  Score: Raw -299948.616958 + Penalty 2684.744190 = -297263.872768
  nChanged 122
		SP:Iteration 9Q (166099.940000 sec): 3 clusters
  Score: Raw -300028.373256 + Penalty 2684.744190 = -297343.629066
  nChanged 107
		SP:Iteration 10Q (166100.080000 sec): 3 clusters
  Score: Raw -300094.534686 + Penalty 2684.744190 = -297409.790496
  nChanged 87
		SP:Iteration 11Q (166100.230000 sec): 3 clusters
  Score: Raw -300159.083164 + Penalty 2684.744190 = -297474.338974
  nChanged 86
		SP:Iteration 12Q (166100.420000 sec): 3 clusters
  Score: Raw -300207.119520 + Penalty 2684.744190 = -297522.375330
  nChanged 73
		SP:Iteration 13Q (166100.580000 sec): 3 clusters
  Score: Raw -300247.726273 + Penalty 2684.744190 = -297562.982083
  nChanged 64
		SP:Iteration 14Q (166100.740000 sec): 3 clusters
  Score: Raw -300278.135006 + Penalty 2684.744190 = -297593.390815
  nChanged 59
		SP:Iteration 15Q (166100.890000 sec): 3 clusters
  Score: Raw -300309.263221 + Penalty 2684.744190 = -297624.519030
  nChanged 46
		SP:Iteration 16Q (166101.050000 sec): 3 clusters
  Score: Raw -300335.239487 + Penalty 2684.744190 = -297650.495297
  nChanged 57
		SP:Iteration 17Q (166101.210000 sec): 3 clusters
  Score: Raw -300367.776233 + Penalty 2684.744190 = -297683.032043
  nChanged 46
		SP:Iteration 18Q (166101.370000 sec): 3 clusters
  Score: Raw -300393.031645 + Penalty 2684.744190 = -297708.287454
  nChanged 45
		SP:Iteration 19Q (166101.600000 sec): 3 clusters
  Score: Raw -300419.914820 + Penalty 2684.744190 = -297735.170629
  nChanged 36
		SP:Iteration 20F (166101.740000 sec): 3 clusters
  Score: Raw -300439.160689 + Penalty 2684.744190 = -297754.416499
  nChanged 38
		SP:Iteration 21Q (166101.820000 sec): 3 clusters
  Score: Raw -300462.559488 + Penalty 2684.744190 = -297777.815298
  nChanged 31
		SP:Iteration 22Q (166101.890000 sec): 3 clusters
  Score: Raw -300477.371140 + Penalty 2684.744190 = -297792.626950
  nChanged 26
		SP:Iteration 23Q (166102.000000 sec): 3 clusters
  Score: Raw -300488.571839 + Penalty 2684.744190 = -297803.827648
  nChanged 21
		SP:Iteration 24Q (166102.170000 sec): 3 clusters
  Score: Raw -300495.270990 + Penalty 2684.744190 = -297810.526799
  nChanged 21
		SP:Iteration 25Q (166102.340000 sec): 3 clusters
  Score: Raw -300503.738515 + Penalty 2684.744190 = -297818.994324
  nChanged 19
		SP:Iteration 26Q (166102.510000 sec): 3 clusters
  Score: Raw -300511.651003 + Penalty 2684.744190 = -297826.906813
  nChanged 15
		SP:Iteration 27Q (166102.680000 sec): 3 clusters
  Score: Raw -300516.885816 + Penalty 2684.744190 = -297832.141626
  nChanged 18
		SP:Iteration 28Q (166102.860000 sec): 3 clusters
  Score: Raw -300526.266848 + Penalty 2684.744190 = -297841.522657
  nChanged 21
		SP:Iteration 29Q (166103.040000 sec): 3 clusters
  Score: Raw -300535.112253 + Penalty 2684.744190 = -297850.368062
  nChanged 17
		SP:Iteration 30Q (166103.210000 sec): 3 clusters
  Score: Raw -300542.052557 + Penalty 2684.744190 = -297857.308367
  nChanged 20
		SP:Iteration 31Q (166103.390000 sec): 3 clusters
  Score: Raw -300550.944220 + Penalty 2684.744190 = -297866.200030
  nChanged 20
		SP:Iteration 32Q (166103.550000 sec): 3 clusters
  Score: Raw -300557.859855 + Penalty 2684.744190 = -297873.115665
  nChanged 16
		SP:Iteration 33Q (166103.700000 sec): 3 clusters
  Score: Raw -300563.821388 + Penalty 2684.744190 = -297879.077198
  nChanged 16
		SP:Iteration 34Q (166103.860000 sec): 3 clusters
  Score: Raw -300570.044767 + Penalty 2684.744190 = -297885.300577
  nChanged 12
		SP:Iteration 35Q (166104.030000 sec): 3 clusters
  Score: Raw -300576.170509 + Penalty 2684.744190 = -297891.426319
  nChanged 18
		SP:Iteration 36Q (166104.180000 sec): 3 clusters
  Score: Raw -300582.134835 + Penalty 2684.744190 = -297897.390645
  nChanged 16
		SP:Iteration 37Q (166104.320000 sec): 3 clusters
  Score: Raw -300586.545946 + Penalty 2684.744190 = -297901.801756
  nChanged 11
		SP:Iteration 38Q (166104.480000 sec): 3 clusters
  Score: Raw -300589.260285 + Penalty 2684.744190 = -297904.516095
  nChanged 7
		SP:Iteration 39Q (166104.640000 sec): 3 clusters
  Score: Raw -300591.599691 + Penalty 2684.744190 = -297906.855501
  nChanged 5
		SP:Iteration 40F (166104.800000 sec): 3 clusters
  Score: Raw -300593.097464 + Penalty 2684.744190 = -297908.353274
  nChanged 8
		SP:Iteration 41Q (166104.960000 sec): 3 clusters
  Score: Raw -300595.735588 + Penalty 2684.744190 = -297910.991397
  nChanged 3
		SP:Iteration 42Q (166105.120000 sec): 3 clusters
  Score: Raw -300596.653989 + Penalty 2684.744190 = -297911.909799
  nChanged 0
		SP:Iteration 43F (166105.290000 sec): 3 clusters
  Score: Raw -300596.653989 + Penalty 2684.744190 = -297911.909799
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (6605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166105.410000 sec): 2 clusters
  Score: Raw -563604.997081 + Penalty 1429.282110 = -562175.714971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166105.590000 sec): 3 clusters
  Score: Raw -560062.406288 + Penalty 2858.564221 = -557203.842067
  nChanged 2747
		SP:Iteration 1F (166105.780000 sec): 3 clusters
  Score: Raw -561773.108005 + Penalty 2858.564221 = -558914.543785
  nChanged 528
		SP:Iteration 2F (166105.990000 sec): 3 clusters
  Score: Raw -562134.632387 + Penalty 2858.564221 = -559276.068166
  nChanged 451
		SP:Iteration 3F (166106.180000 sec): 3 clusters
  Score: Raw -562413.346571 + Penalty 2858.564221 = -559554.782350
  nChanged 346
		SP:Iteration 4F (166106.360000 sec): 3 clusters
  Score: Raw -562587.763734 + Penalty 2858.564221 = -559729.199513
  nChanged 276
		SP:Iteration 5Q (166106.540000 sec): 3 clusters
  Score: Raw -562709.972970 + Penalty 2858.564221 = -559851.408749
  nChanged 218
		SP:Iteration 6Q (166106.720000 sec): 3 clusters
  Score: Raw -562808.645280 + Penalty 2858.564221 = -559950.081060
  nChanged 172
		SP:Iteration 7Q (166106.910000 sec): 3 clusters
  Score: Raw -562882.277650 + Penalty 2858.564221 = -560023.713430
  nChanged 153
		SP:Iteration 8Q (166107.120000 sec): 3 clusters
  Score: Raw -562944.712009 + Penalty 2858.564221 = -560086.147789
  nChanged 133
		SP:Iteration 9Q (166107.310000 sec): 3 clusters
  Score: Raw -562993.943027 + Penalty 2858.564221 = -560135.378806
  nChanged 126
		SP:Iteration 10Q (166107.500000 sec): 3 clusters
  Score: Raw -563043.590845 + Penalty 2858.564221 = -560185.026624
  nChanged 106
		SP:Iteration 11Q (166107.680000 sec): 3 clusters
  Score: Raw -563078.260498 + Penalty 2858.564221 = -560219.696277
  nChanged 78
		SP:Iteration 12Q (166107.870000 sec): 3 clusters
  Score: Raw -563101.411879 + Penalty 2858.564221 = -560242.847658
  nChanged 75
		SP:Iteration 13Q (166108.050000 sec): 3 clusters
  Score: Raw -563122.481219 + Penalty 2858.564221 = -560263.916998
  nChanged 81
		SP:Iteration 14Q (166108.220000 sec): 3 clusters
  Score: Raw -563150.877127 + Penalty 2858.564221 = -560292.312906
  nChanged 87
		SP:Iteration 15Q (166108.410000 sec): 3 clusters
  Score: Raw -563176.904122 + Penalty 2858.564221 = -560318.339902
  nChanged 92
		SP:Iteration 16Q (166108.600000 sec): 3 clusters
  Score: Raw -563205.634334 + Penalty 2858.564221 = -560347.070113
  nChanged 90
		SP:Iteration 17Q (166108.800000 sec): 3 clusters
  Score: Raw -563236.428832 + Penalty 2858.564221 = -560377.864611
  nChanged 97
		SP:Iteration 18Q (166109.000000 sec): 3 clusters
  Score: Raw -563273.241199 + Penalty 2858.564221 = -560414.676978
  nChanged 78
		SP:Iteration 19Q (166109.170000 sec): 3 clusters
  Score: Raw -563303.078419 + Penalty 2858.564221 = -560444.514198
  nChanged 80
		SP:Iteration 20F (166109.360000 sec): 3 clusters
  Score: Raw -563333.575412 + Penalty 2858.564221 = -560475.011192
  nChanged 72
		SP:Iteration 21Q (166109.550000 sec): 3 clusters
  Score: Raw -563360.259948 + Penalty 2858.564221 = -560501.695728
  nChanged 80
		SP:Iteration 22Q (166109.780000 sec): 3 clusters
  Score: Raw -563392.567833 + Penalty 2858.564221 = -560534.003613
  nChanged 73
		SP:Iteration 23Q (166109.950000 sec): 3 clusters
  Score: Raw -563418.427212 + Penalty 2858.564221 = -560559.862991
  nChanged 63
		SP:Iteration 24Q (166110.140000 sec): 3 clusters
  Score: Raw -563442.870071 + Penalty 2858.564221 = -560584.305850
  nChanged 65
		SP:Iteration 25Q (166110.330000 sec): 3 clusters
  Score: Raw -563466.902073 + Penalty 2858.564221 = -560608.337853
  nChanged 65
		SP:Iteration 26Q (166110.510000 sec): 3 clusters
  Score: Raw -563491.747197 + Penalty 2858.564221 = -560633.182977
  nChanged 63
		SP:Iteration 27Q (166110.700000 sec): 3 clusters
  Score: Raw -563513.907076 + Penalty 2858.564221 = -560655.342856
  nChanged 47
		SP:Iteration 28Q (166110.880000 sec): 3 clusters
  Score: Raw -563529.840907 + Penalty 2858.564221 = -560671.276687
  nChanged 43
		SP:Iteration 29Q (166111.130000 sec): 3 clusters
  Score: Raw -563542.566781 + Penalty 2858.564221 = -560684.002561
  nChanged 42
		SP:Iteration 30Q (166111.280000 sec): 3 clusters
  Score: Raw -563558.590771 + Penalty 2858.564221 = -560700.026550
  nChanged 52
		SP:Iteration 31Q (166111.470000 sec): 3 clusters
  Score: Raw -563576.506972 + Penalty 2858.564221 = -560717.942752
  nChanged 47
		SP:Iteration 32Q (166111.660000 sec): 3 clusters
  Score: Raw -563592.724180 + Penalty 2858.564221 = -560734.159959
  nChanged 47
		SP:Iteration 33Q (166111.850000 sec): 3 clusters
  Score: Raw -563609.685563 + Penalty 2858.564221 = -560751.121342
  nChanged 52
		SP:Iteration 34Q (166112.030000 sec): 3 clusters
  Score: Raw -563628.691673 + Penalty 2858.564221 = -560770.127452
  nChanged 43
		SP:Iteration 35Q (166112.200000 sec): 3 clusters
  Score: Raw -563647.162173 + Penalty 2858.564221 = -560788.597952
  nChanged 43
		SP:Iteration 36Q (166112.390000 sec): 3 clusters
  Score: Raw -563669.561933 + Penalty 2858.564221 = -560810.997713
  nChanged 41
		SP:Iteration 37Q (166112.570000 sec): 3 clusters
  Score: Raw -563690.939960 + Penalty 2858.564221 = -560832.375740
  nChanged 51
		SP:Iteration 38Q (166112.760000 sec): 3 clusters
  Score: Raw -563713.378006 + Penalty 2858.564221 = -560854.813785
  nChanged 50
		SP:Iteration 39Q (166112.950000 sec): 3 clusters
  Score: Raw -563736.203357 + Penalty 2858.564221 = -560877.639137
  nChanged 39
		SP:Iteration 40F (166113.130000 sec): 3 clusters
  Score: Raw -563753.148906 + Penalty 2858.564221 = -560894.584685
  nChanged 37
		SP:Iteration 41Q (166113.320000 sec): 3 clusters
  Score: Raw -563770.875572 + Penalty 2858.564221 = -560912.311352
  nChanged 30
		SP:Iteration 42Q (166113.530000 sec): 3 clusters
  Score: Raw -563785.308585 + Penalty 2858.564221 = -560926.744364
  nChanged 29
		SP:Iteration 43Q (166113.720000 sec): 3 clusters
  Score: Raw -563797.318517 + Penalty 2858.564221 = -560938.754296
  nChanged 28
		SP:Iteration 44Q (166113.910000 sec): 3 clusters
  Score: Raw -563810.058755 + Penalty 2858.564221 = -560951.494534
  nChanged 27
		SP:Iteration 45Q (166114.090000 sec): 3 clusters
  Score: Raw -563822.674870 + Penalty 2858.564221 = -560964.110650
  nChanged 23
		SP:Iteration 46Q (166114.270000 sec): 3 clusters
  Score: Raw -563832.751433 + Penalty 2858.564221 = -560974.187212
  nChanged 26
		SP:Iteration 47Q (166114.440000 sec): 3 clusters
  Score: Raw -563841.537470 + Penalty 2858.564221 = -560982.973249
  nChanged 22
		SP:Iteration 48Q (166114.620000 sec): 3 clusters
  Score: Raw -563849.783316 + Penalty 2858.564221 = -560991.219096
  nChanged 16
		SP:Iteration 49Q (166114.870000 sec): 3 clusters
  Score: Raw -563855.408552 + Penalty 2858.564221 = -560996.844332
  nChanged 20
		SP:Iteration 50Q (166115.010000 sec): 3 clusters
  Score: Raw -563865.347192 + Penalty 2858.564221 = -561006.782972
  nChanged 28
		SP:Iteration 51Q (166115.280000 sec): 3 clusters
  Score: Raw -563879.998553 + Penalty 2858.564221 = -561021.434332
  nChanged 28
		SP:Iteration 52Q (166115.430000 sec): 3 clusters
  Score: Raw -563893.277817 + Penalty 2858.564221 = -561034.713596
  nChanged 27
		SP:Iteration 53Q (166115.600000 sec): 3 clusters
  Score: Raw -563906.176297 + Penalty 2858.564221 = -561047.612077
  nChanged 22
		SP:Iteration 54Q (166115.810000 sec): 3 clusters
  Score: Raw -563914.614148 + Penalty 2858.564221 = -561056.049928
  nChanged 13
		SP:Iteration 55Q (166115.990000 sec): 3 clusters
  Score: Raw -563921.435969 + Penalty 2858.564221 = -561062.871748
  nChanged 8
		SP:Iteration 56Q (166116.240000 sec): 3 clusters
  Score: Raw -563923.824590 + Penalty 2858.564221 = -561065.260369
  nChanged 10
		SP:Iteration 57Q (166116.390000 sec): 3 clusters
  Score: Raw -563929.065807 + Penalty 2858.564221 = -561070.501586
  nChanged 10
		SP:Iteration 58Q (166116.570000 sec): 3 clusters
  Score: Raw -563932.830078 + Penalty 2858.564221 = -561074.265858
  nChanged 17
		SP:Iteration 59Q (166116.830000 sec): 3 clusters
  Score: Raw -563940.685560 + Penalty 2858.564221 = -561082.121340
  nChanged 17
		SP:Iteration 60F (166116.980000 sec): 3 clusters
  Score: Raw -563954.812533 + Penalty 2858.564221 = -561096.248313
  nChanged 21
		SP:Iteration 61Q (166117.170000 sec): 3 clusters
  Score: Raw -563971.916244 + Penalty 2858.564221 = -561113.352024
  nChanged 24
		SP:Iteration 62Q (166117.400000 sec): 3 clusters
  Score: Raw -563988.110649 + Penalty 2858.564221 = -561129.546429
  nChanged 17
		SP:Iteration 63Q (166117.580000 sec): 3 clusters
  Score: Raw -563997.030669 + Penalty 2858.564221 = -561138.466449
  nChanged 14
		SP:Iteration 64Q (166117.760000 sec): 3 clusters
  Score: Raw -564005.702341 + Penalty 2858.564221 = -561147.138120
  nChanged 18
		SP:Iteration 65Q (166117.910000 sec): 3 clusters
  Score: Raw -564015.366341 + Penalty 2858.564221 = -561156.802120
  nChanged 15
		SP:Iteration 66Q (166118.110000 sec): 3 clusters
  Score: Raw -564022.798050 + Penalty 2858.564221 = -561164.233829
  nChanged 9
		SP:Iteration 67Q (166118.250000 sec): 3 clusters
  Score: Raw -564026.803285 + Penalty 2858.564221 = -561168.239064
  nChanged 6
		SP:Iteration 68Q (166118.390000 sec): 3 clusters
  Score: Raw -564028.717449 + Penalty 2858.564221 = -561170.153229
  nChanged 4
		SP:Iteration 69Q (166118.530000 sec): 3 clusters
  Score: Raw -564030.122743 + Penalty 2858.564221 = -561171.558523
  nChanged 1
		SP:Iteration 70Q (166118.670000 sec): 3 clusters
  Score: Raw -564030.375122 + Penalty 2858.564221 = -561171.810902
  nChanged 1
		SP:Iteration 71Q (166118.800000 sec): 3 clusters
  Score: Raw -564030.584553 + Penalty 2858.564221 = -561172.020332
  nChanged 1
		SP:Iteration 72Q (166118.950000 sec): 3 clusters
  Score: Raw -564030.732711 + Penalty 2858.564221 = -561172.168490
  nChanged 1
		SP:Iteration 73Q (166119.120000 sec): 3 clusters
  Score: Raw -564031.093702 + Penalty 2858.564221 = -561172.529482
  nChanged 3
		SP:Iteration 74Q (166119.260000 sec): 3 clusters
  Score: Raw -564032.509571 + Penalty 2858.564221 = -561173.945350
  nChanged 8
		SP:Iteration 75Q (166119.440000 sec): 3 clusters
  Score: Raw -564035.738226 + Penalty 2858.564221 = -561177.174006
  nChanged 8
		SP:Iteration 76Q (166119.630000 sec): 3 clusters
  Score: Raw -564040.225001 + Penalty 2858.564221 = -561181.660781
  nChanged 6
		SP:Iteration 77Q (166119.830000 sec): 3 clusters
  Score: Raw -564042.499922 + Penalty 2858.564221 = -561183.935701
  nChanged 4
		SP:Iteration 78Q (166120.020000 sec): 3 clusters
  Score: Raw -564044.037419 + Penalty 2858.564221 = -561185.473198
  nChanged 2
		SP:Iteration 79Q (166120.230000 sec): 3 clusters
  Score: Raw -564044.442344 + Penalty 2858.564221 = -561185.878123
  nChanged 2
		SP:Iteration 80F (166120.390000 sec): 3 clusters
  Score: Raw -564044.891987 + Penalty 2858.564221 = -561186.327766
  nChanged 1
		SP:Iteration 81Q (166120.560000 sec): 3 clusters
  Score: Raw -564045.442932 + Penalty 2858.564221 = -561186.878712
  nChanged 1
		SP:Iteration 82Q (166120.760000 sec): 3 clusters
  Score: Raw -564045.604706 + Penalty 2858.564221 = -561187.040486
  nChanged 1
		SP:Iteration 83Q (166120.950000 sec): 3 clusters
  Score: Raw -564045.976144 + Penalty 2858.564221 = -561187.411923
  nChanged 2
		SP:Iteration 84Q (166121.130000 sec): 3 clusters
  Score: Raw -564046.795014 + Penalty 2858.564221 = -561188.230793
  nChanged 3
		SP:Iteration 85Q (166121.310000 sec): 3 clusters
  Score: Raw -564049.201977 + Penalty 2858.564221 = -561190.637757
  nChanged 3
		SP:Iteration 86Q (166121.500000 sec): 3 clusters
  Score: Raw -564050.454050 + Penalty 2858.564221 = -561191.889829
  nChanged 1
		SP:Iteration 87Q (166121.680000 sec): 3 clusters
  Score: Raw -564051.247512 + Penalty 2858.564221 = -561192.683291
  nChanged 1
		SP:Iteration 88Q (166121.870000 sec): 3 clusters
  Score: Raw -564052.008907 + Penalty 2858.564221 = -561193.444686
  nChanged 3
		SP:Iteration 89Q (166122.050000 sec): 3 clusters
  Score: Raw -564054.772640 + Penalty 2858.564221 = -561196.208420
  nChanged 7
		SP:Iteration 90Q (166122.240000 sec): 3 clusters
  Score: Raw -564058.038325 + Penalty 2858.564221 = -561199.474105
  nChanged 6
		SP:Iteration 91Q (166122.420000 sec): 3 clusters
  Score: Raw -564061.733913 + Penalty 2858.564221 = -561203.169692
  nChanged 3
		SP:Iteration 92Q (166122.610000 sec): 3 clusters
  Score: Raw -564062.775645 + Penalty 2858.564221 = -561204.211424
  nChanged 3
		SP:Iteration 93Q (166122.790000 sec): 3 clusters
  Score: Raw -564064.467138 + Penalty 2858.564221 = -561205.902917
  nChanged 4
		SP:Iteration 94Q (166122.970000 sec): 3 clusters
  Score: Raw -564065.532812 + Penalty 2858.564221 = -561206.968591
  nChanged 0
		SP:Iteration 95F (166123.160000 sec): 3 clusters
  Score: Raw -564065.532812 + Penalty 2858.564221 = -561206.968591
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (4692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166123.260000 sec): 2 clusters
  Score: Raw -396936.613459 + Penalty 1373.712309 = -395562.901150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166123.420000 sec): 3 clusters
  Score: Raw -394535.357163 + Penalty 2747.424618 = -391787.932545
  nChanged 1893
		SP:Iteration 1F (166123.570000 sec): 3 clusters
  Score: Raw -395765.914453 + Penalty 2747.424618 = -393018.489835
  nChanged 368
		SP:Iteration 2F (166123.730000 sec): 3 clusters
  Score: Raw -396015.563348 + Penalty 2747.424618 = -393268.138730
  nChanged 275
		SP:Iteration 3F (166123.880000 sec): 3 clusters
  Score: Raw -396208.301201 + Penalty 2747.424618 = -393460.876583
  nChanged 244
		SP:Iteration 4F (166124.040000 sec): 3 clusters
  Score: Raw -396358.815004 + Penalty 2747.424618 = -393611.390386
  nChanged 181
		SP:Iteration 5Q (166124.190000 sec): 3 clusters
  Score: Raw -396462.446616 + Penalty 2747.424618 = -393715.021997
  nChanged 141
		SP:Iteration 6Q (166124.340000 sec): 3 clusters
  Score: Raw -396546.619531 + Penalty 2747.424618 = -393799.194912
  nChanged 120
		SP:Iteration 7Q (166124.500000 sec): 3 clusters
  Score: Raw -396613.209332 + Penalty 2747.424618 = -393865.784714
  nChanged 118
		SP:Iteration 8Q (166124.660000 sec): 3 clusters
  Score: Raw -396680.256758 + Penalty 2747.424618 = -393932.832139
  nChanged 125
		SP:Iteration 9Q (166124.810000 sec): 3 clusters
  Score: Raw -396745.077569 + Penalty 2747.424618 = -393997.652951
  nChanged 127
		SP:Iteration 10Q (166124.960000 sec): 3 clusters
  Score: Raw -396821.982578 + Penalty 2747.424618 = -394074.557960
  nChanged 116
		SP:Iteration 11Q (166125.120000 sec): 3 clusters
  Score: Raw -396889.730906 + Penalty 2747.424618 = -394142.306288
  nChanged 98
		SP:Iteration 12Q (166125.270000 sec): 3 clusters
  Score: Raw -396936.764455 + Penalty 2747.424618 = -394189.339837
  nChanged 83
		SP:Iteration 13Q (166125.420000 sec): 3 clusters
  Score: Raw -396975.711964 + Penalty 2747.424618 = -394228.287346
  nChanged 74
		SP:Iteration 14Q (166125.580000 sec): 3 clusters
  Score: Raw -397018.499833 + Penalty 2747.424618 = -394271.075215
  nChanged 79
		SP:Iteration 15Q (166125.730000 sec): 3 clusters
  Score: Raw -397062.794999 + Penalty 2747.424618 = -394315.370381
  nChanged 69
		SP:Iteration 16Q (166125.890000 sec): 3 clusters
  Score: Raw -397103.669696 + Penalty 2747.424618 = -394356.245077
  nChanged 56
		SP:Iteration 17Q (166126.040000 sec): 3 clusters
  Score: Raw -397135.809422 + Penalty 2747.424618 = -394388.384803
  nChanged 72
		SP:Iteration 18Q (166126.200000 sec): 3 clusters
  Score: Raw -397174.785048 + Penalty 2747.424618 = -394427.360430
  nChanged 66
		SP:Iteration 19Q (166126.350000 sec): 3 clusters
  Score: Raw -397215.466441 + Penalty 2747.424618 = -394468.041823
  nChanged 61
		SP:Iteration 20F (166126.510000 sec): 3 clusters
  Score: Raw -397254.133889 + Penalty 2747.424618 = -394506.709271
  nChanged 70
		SP:Iteration 21Q (166126.660000 sec): 3 clusters
  Score: Raw -397288.371971 + Penalty 2747.424618 = -394540.947353
  nChanged 49
		SP:Iteration 22Q (166126.820000 sec): 3 clusters
  Score: Raw -397316.679380 + Penalty 2747.424618 = -394569.254762
  nChanged 51
		SP:Iteration 23Q (166126.970000 sec): 3 clusters
  Score: Raw -397349.413253 + Penalty 2747.424618 = -394601.988634
  nChanged 52
		SP:Iteration 24Q (166127.130000 sec): 3 clusters
  Score: Raw -397380.220659 + Penalty 2747.424618 = -394632.796041
  nChanged 37
		SP:Iteration 25Q (166127.280000 sec): 3 clusters
  Score: Raw -397400.356991 + Penalty 2747.424618 = -394652.932373
  nChanged 38
		SP:Iteration 26Q (166127.440000 sec): 3 clusters
  Score: Raw -397421.287793 + Penalty 2747.424618 = -394673.863175
  nChanged 28
		SP:Iteration 27Q (166127.610000 sec): 3 clusters
  Score: Raw -397433.793662 + Penalty 2747.424618 = -394686.369044
  nChanged 21
		SP:Iteration 28Q (166127.770000 sec): 3 clusters
  Score: Raw -397442.578163 + Penalty 2747.424618 = -394695.153545
  nChanged 19
		SP:Iteration 29Q (166127.930000 sec): 3 clusters
  Score: Raw -397450.270650 + Penalty 2747.424618 = -394702.846032
  nChanged 20
		SP:Iteration 30Q (166128.080000 sec): 3 clusters
  Score: Raw -397458.279233 + Penalty 2747.424618 = -394710.854615
  nChanged 14
		SP:Iteration 31Q (166128.230000 sec): 3 clusters
  Score: Raw -397463.041211 + Penalty 2747.424618 = -394715.616593
  nChanged 9
		SP:Iteration 32Q (166128.390000 sec): 3 clusters
  Score: Raw -397466.899245 + Penalty 2747.424618 = -394719.474626
  nChanged 14
		SP:Iteration 33Q (166128.560000 sec): 3 clusters
  Score: Raw -397472.233717 + Penalty 2747.424618 = -394724.809098
  nChanged 14
		SP:Iteration 34Q (166128.700000 sec): 3 clusters
  Score: Raw -397482.198437 + Penalty 2747.424618 = -394734.773819
  nChanged 24
		SP:Iteration 35Q (166128.860000 sec): 3 clusters
  Score: Raw -397501.117727 + Penalty 2747.424618 = -394753.693109
  nChanged 33
		SP:Iteration 36Q (166129.010000 sec): 3 clusters
  Score: Raw -397525.870392 + Penalty 2747.424618 = -394778.445774
  nChanged 33
		SP:Iteration 37Q (166129.160000 sec): 3 clusters
  Score: Raw -397553.251343 + Penalty 2747.424618 = -394805.826725
  nChanged 26
		SP:Iteration 38Q (166129.320000 sec): 3 clusters
  Score: Raw -397571.584035 + Penalty 2747.424618 = -394824.159417
  nChanged 28
		SP:Iteration 39Q (166129.470000 sec): 3 clusters
  Score: Raw -397590.832946 + Penalty 2747.424618 = -394843.408328
  nChanged 21
		SP:Iteration 40F (166129.620000 sec): 3 clusters
  Score: Raw -397601.574831 + Penalty 2747.424618 = -394854.150213
  nChanged 18
		SP:Iteration 41Q (166129.760000 sec): 3 clusters
  Score: Raw -397612.554414 + Penalty 2747.424618 = -394865.129796
  nChanged 16
		SP:Iteration 42Q (166129.920000 sec): 3 clusters
  Score: Raw -397619.434782 + Penalty 2747.424618 = -394872.010164
  nChanged 8
		SP:Iteration 43Q (166130.080000 sec): 3 clusters
  Score: Raw -397622.626862 + Penalty 2747.424618 = -394875.202244
  nChanged 5
		SP:Iteration 44Q (166130.230000 sec): 3 clusters
  Score: Raw -397624.135240 + Penalty 2747.424618 = -394876.710622
  nChanged 2
		SP:Iteration 45Q (166130.380000 sec): 3 clusters
  Score: Raw -397624.886197 + Penalty 2747.424618 = -394877.461578
  nChanged 1
		SP:Iteration 46Q (166130.550000 sec): 3 clusters
  Score: Raw -397625.190718 + Penalty 2747.424618 = -394877.766100
  nChanged 2
		SP:Iteration 47Q (166130.710000 sec): 3 clusters
  Score: Raw -397626.305830 + Penalty 2747.424618 = -394878.881212
  nChanged 5
		SP:Iteration 48Q (166130.870000 sec): 3 clusters
  Score: Raw -397628.128668 + Penalty 2747.424618 = -394880.704050
  nChanged 5
		SP:Iteration 49Q (166131.020000 sec): 3 clusters
  Score: Raw -397629.581559 + Penalty 2747.424618 = -394882.156941
  nChanged 1
		SP:Iteration 50Q (166131.180000 sec): 3 clusters
  Score: Raw -397629.842559 + Penalty 2747.424618 = -394882.417941
  nChanged 0
		SP:Iteration 51F (166131.340000 sec): 3 clusters
  Score: Raw -397629.842559 + Penalty 2747.424618 = -394882.417941
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (4403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166131.410000 sec): 2 clusters
  Score: Raw -376039.489494 + Penalty 1363.381728 = -374676.107766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166131.570000 sec): 3 clusters
  Score: Raw -373806.932106 + Penalty 2726.763457 = -371080.168649
  nChanged 1778
		SP:Iteration 1F (166131.730000 sec): 3 clusters
  Score: Raw -375018.197308 + Penalty 2726.763457 = -372291.433851
  nChanged 365
		SP:Iteration 2F (166131.880000 sec): 3 clusters
  Score: Raw -375309.129746 + Penalty 2726.763457 = -372582.366289
  nChanged 318
		SP:Iteration 3F (166132.030000 sec): 3 clusters
  Score: Raw -375550.492768 + Penalty 2726.763457 = -372823.729311
  nChanged 237
		SP:Iteration 4F (166132.190000 sec): 3 clusters
  Score: Raw -375728.130191 + Penalty 2726.763457 = -373001.366735
  nChanged 212
		SP:Iteration 5Q (166132.350000 sec): 3 clusters
  Score: Raw -375879.833238 + Penalty 2726.763457 = -373153.069781
  nChanged 159
		SP:Iteration 6Q (166132.500000 sec): 3 clusters
  Score: Raw -375982.055378 + Penalty 2726.763457 = -373255.291921
  nChanged 135
		SP:Iteration 7Q (166132.660000 sec): 3 clusters
  Score: Raw -376068.089103 + Penalty 2726.763457 = -373341.325646
  nChanged 120
		SP:Iteration 8Q (166132.800000 sec): 3 clusters
  Score: Raw -376131.534559 + Penalty 2726.763457 = -373404.771102
  nChanged 108
		SP:Iteration 9Q (166132.950000 sec): 3 clusters
  Score: Raw -376175.972369 + Penalty 2726.763457 = -373449.208912
  nChanged 77
		SP:Iteration 10Q (166133.100000 sec): 3 clusters
  Score: Raw -376215.456188 + Penalty 2726.763457 = -373488.692731
  nChanged 72
		SP:Iteration 11Q (166133.260000 sec): 3 clusters
  Score: Raw -376249.960072 + Penalty 2726.763457 = -373523.196615
  nChanged 70
		SP:Iteration 12Q (166133.430000 sec): 3 clusters
  Score: Raw -376277.147914 + Penalty 2726.763457 = -373550.384457
  nChanged 53
		SP:Iteration 13Q (166133.600000 sec): 3 clusters
  Score: Raw -376294.914482 + Penalty 2726.763457 = -373568.151025
  nChanged 39
		SP:Iteration 14Q (166133.760000 sec): 3 clusters
  Score: Raw -376308.240030 + Penalty 2726.763457 = -373581.476573
  nChanged 41
		SP:Iteration 15Q (166133.900000 sec): 3 clusters
  Score: Raw -376323.607147 + Penalty 2726.763457 = -373596.843690
  nChanged 31
		SP:Iteration 16Q (166134.090000 sec): 3 clusters
  Score: Raw -376332.899712 + Penalty 2726.763457 = -373606.136255
  nChanged 23
		SP:Iteration 17Q (166134.220000 sec): 3 clusters
  Score: Raw -376339.610140 + Penalty 2726.763457 = -373612.846683
  nChanged 24
		SP:Iteration 18Q (166134.380000 sec): 3 clusters
  Score: Raw -376346.808117 + Penalty 2726.763457 = -373620.044660
  nChanged 18
		SP:Iteration 19Q (166134.540000 sec): 3 clusters
  Score: Raw -376354.875862 + Penalty 2726.763457 = -373628.112405
  nChanged 24
		SP:Iteration 20F (166134.690000 sec): 3 clusters
  Score: Raw -376363.234590 + Penalty 2726.763457 = -373636.471133
  nChanged 22
		SP:Iteration 21Q (166134.850000 sec): 3 clusters
  Score: Raw -376371.667282 + Penalty 2726.763457 = -373644.903825
  nChanged 21
		SP:Iteration 22Q (166135.010000 sec): 3 clusters
  Score: Raw -376377.100839 + Penalty 2726.763457 = -373650.337383
  nChanged 21
		SP:Iteration 23Q (166135.170000 sec): 3 clusters
  Score: Raw -376382.203891 + Penalty 2726.763457 = -373655.440434
  nChanged 17
		SP:Iteration 24Q (166135.320000 sec): 3 clusters
  Score: Raw -376387.249299 + Penalty 2726.763457 = -373660.485842
  nChanged 23
		SP:Iteration 25Q (166135.480000 sec): 3 clusters
  Score: Raw -376393.373143 + Penalty 2726.763457 = -373666.609686
  nChanged 21
		SP:Iteration 26Q (166135.630000 sec): 3 clusters
  Score: Raw -376399.100467 + Penalty 2726.763457 = -373672.337010
  nChanged 21
		SP:Iteration 27Q (166135.790000 sec): 3 clusters
  Score: Raw -376404.875593 + Penalty 2726.763457 = -373678.112136
  nChanged 21
		SP:Iteration 28Q (166135.950000 sec): 3 clusters
  Score: Raw -376411.822868 + Penalty 2726.763457 = -373685.059411
  nChanged 22
		SP:Iteration 29Q (166136.110000 sec): 3 clusters
  Score: Raw -376419.610814 + Penalty 2726.763457 = -373692.847358
  nChanged 21
		SP:Iteration 30Q (166136.270000 sec): 3 clusters
  Score: Raw -376424.684560 + Penalty 2726.763457 = -373697.921103
  nChanged 13
		SP:Iteration 31Q (166136.420000 sec): 3 clusters
  Score: Raw -376428.756789 + Penalty 2726.763457 = -373701.993332
  nChanged 13
		SP:Iteration 32Q (166136.580000 sec): 3 clusters
  Score: Raw -376432.643617 + Penalty 2726.763457 = -373705.880160
  nChanged 11
		SP:Iteration 33Q (166136.740000 sec): 3 clusters
  Score: Raw -376434.423919 + Penalty 2726.763457 = -373707.660462
  nChanged 6
		SP:Iteration 34Q (166136.900000 sec): 3 clusters
  Score: Raw -376436.864116 + Penalty 2726.763457 = -373710.100659
  nChanged 10
		SP:Iteration 35Q (166137.060000 sec): 3 clusters
  Score: Raw -376439.077790 + Penalty 2726.763457 = -373712.314333
  nChanged 7
		SP:Iteration 36Q (166137.220000 sec): 3 clusters
  Score: Raw -376440.923764 + Penalty 2726.763457 = -373714.160307
  nChanged 5
		SP:Iteration 37Q (166137.370000 sec): 3 clusters
  Score: Raw -376442.426735 + Penalty 2726.763457 = -373715.663278
  nChanged 4
		SP:Iteration 38Q (166137.530000 sec): 3 clusters
  Score: Raw -376443.408644 + Penalty 2726.763457 = -373716.645187
  nChanged 4
		SP:Iteration 39Q (166137.690000 sec): 3 clusters
  Score: Raw -376444.371241 + Penalty 2726.763457 = -373717.607784
  nChanged 4
		SP:Iteration 40F (166137.850000 sec): 3 clusters
  Score: Raw -376445.357571 + Penalty 2726.763457 = -373718.594114
  nChanged 3
		SP:Iteration 41Q (166138.000000 sec): 3 clusters
  Score: Raw -376445.931303 + Penalty 2726.763457 = -373719.167846
  nChanged 3
		SP:Iteration 42Q (166138.160000 sec): 3 clusters
  Score: Raw -376447.021285 + Penalty 2726.763457 = -373720.257828
  nChanged 3
		SP:Iteration 43Q (166138.310000 sec): 3 clusters
  Score: Raw -376447.613937 + Penalty 2726.763457 = -373720.850481
  nChanged 2
		SP:Iteration 44Q (166138.480000 sec): 3 clusters
  Score: Raw -376447.779020 + Penalty 2726.763457 = -373721.015563
  nChanged 4
		SP:Iteration 45Q (166138.640000 sec): 3 clusters
  Score: Raw -376448.514054 + Penalty 2726.763457 = -373721.750597
  nChanged 2
		SP:Iteration 46Q (166138.790000 sec): 3 clusters
  Score: Raw -376448.854334 + Penalty 2726.763457 = -373722.090877
  nChanged 2
		SP:Iteration 47Q (166138.950000 sec): 3 clusters
  Score: Raw -376449.044232 + Penalty 2726.763457 = -373722.280775
  nChanged 3
		SP:Iteration 48Q (166139.140000 sec): 3 clusters
  Score: Raw -376449.618453 + Penalty 2726.763457 = -373722.854996
  nChanged 1
		SP:Iteration 49Q (166139.340000 sec): 3 clusters
  Score: Raw -376449.770027 + Penalty 2726.763457 = -373723.006570
  nChanged 1
		SP:Iteration 50Q (166139.510000 sec): 3 clusters
  Score: Raw -376449.830304 + Penalty 2726.763457 = -373723.066848
  nChanged 1
		SP:Iteration 51Q (166139.690000 sec): 3 clusters
  Score: Raw -376450.006513 + Penalty 2726.763457 = -373723.243056
  nChanged 0
		SP:Iteration 52F (166139.880000 sec): 3 clusters
  Score: Raw -376450.006513 + Penalty 2726.763457 = -373723.243056
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (4046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166139.980000 sec): 2 clusters
  Score: Raw -309797.349301 + Penalty 1349.641153 = -308447.708148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166140.140000 sec): 3 clusters
  Score: Raw -307814.661218 + Penalty 2699.282306 = -305115.378912
  nChanged 1569
		SP:Iteration 1F (166140.300000 sec): 3 clusters
  Score: Raw -308801.751048 + Penalty 2699.282306 = -306102.468742
  nChanged 355
		SP:Iteration 2F (166140.460000 sec): 3 clusters
  Score: Raw -309069.973728 + Penalty 2699.282306 = -306370.691422
  nChanged 281
		SP:Iteration 3F (166140.620000 sec): 3 clusters
  Score: Raw -309282.406009 + Penalty 2699.282306 = -306583.123703
  nChanged 214
		SP:Iteration 4F (166140.780000 sec): 3 clusters
  Score: Raw -309423.302051 + Penalty 2699.282306 = -306724.019745
  nChanged 161
		SP:Iteration 5Q (166140.940000 sec): 3 clusters
  Score: Raw -309536.272638 + Penalty 2699.282306 = -306836.990332
  nChanged 152
		SP:Iteration 6Q (166141.090000 sec): 3 clusters
  Score: Raw -309651.309541 + Penalty 2699.282306 = -306952.027235
  nChanged 124
		SP:Iteration 7Q (166141.250000 sec): 3 clusters
  Score: Raw -309745.462130 + Penalty 2699.282306 = -307046.179824
  nChanged 112
		SP:Iteration 8Q (166141.410000 sec): 3 clusters
  Score: Raw -309824.321431 + Penalty 2699.282306 = -307125.039125
  nChanged 125
		SP:Iteration 9Q (166141.570000 sec): 3 clusters
  Score: Raw -309930.468770 + Penalty 2699.282306 = -307231.186464
  nChanged 126
		SP:Iteration 10Q (166141.730000 sec): 3 clusters
  Score: Raw -310034.164013 + Penalty 2699.282306 = -307334.881707
  nChanged 111
		SP:Iteration 11Q (166141.870000 sec): 3 clusters
  Score: Raw -310114.235097 + Penalty 2699.282306 = -307414.952791
  nChanged 104
		SP:Iteration 12Q (166142.010000 sec): 3 clusters
  Score: Raw -310192.766996 + Penalty 2699.282306 = -307493.484690
  nChanged 99
		SP:Iteration 13Q (166142.160000 sec): 3 clusters
  Score: Raw -310266.499989 + Penalty 2699.282306 = -307567.217683
  nChanged 75
		SP:Iteration 14Q (166142.300000 sec): 3 clusters
  Score: Raw -310308.024776 + Penalty 2699.282306 = -307608.742470
  nChanged 67
		SP:Iteration 15Q (166142.460000 sec): 3 clusters
  Score: Raw -310341.674688 + Penalty 2699.282306 = -307642.392382
  nChanged 54
		SP:Iteration 16Q (166142.590000 sec): 3 clusters
  Score: Raw -310363.700765 + Penalty 2699.282306 = -307664.418459
  nChanged 40
		SP:Iteration 17Q (166142.740000 sec): 3 clusters
  Score: Raw -310380.795983 + Penalty 2699.282306 = -307681.513677
  nChanged 30
		SP:Iteration 18Q (166142.880000 sec): 3 clusters
  Score: Raw -310391.616993 + Penalty 2699.282306 = -307692.334687
  nChanged 26
		SP:Iteration 19Q (166143.060000 sec): 3 clusters
  Score: Raw -310404.486629 + Penalty 2699.282306 = -307705.204324
  nChanged 21
		SP:Iteration 20F (166143.240000 sec): 3 clusters
  Score: Raw -310417.329059 + Penalty 2699.282306 = -307718.046753
  nChanged 22
		SP:Iteration 21Q (166143.400000 sec): 3 clusters
  Score: Raw -310427.475165 + Penalty 2699.282306 = -307728.192860
  nChanged 17
		SP:Iteration 22Q (166143.580000 sec): 3 clusters
  Score: Raw -310432.414849 + Penalty 2699.282306 = -307733.132544
  nChanged 8
		SP:Iteration 23Q (166143.720000 sec): 3 clusters
  Score: Raw -310436.035843 + Penalty 2699.282306 = -307736.753538
  nChanged 8
		SP:Iteration 24Q (166143.890000 sec): 3 clusters
  Score: Raw -310439.267566 + Penalty 2699.282306 = -307739.985260
  nChanged 11
		SP:Iteration 25Q (166144.050000 sec): 3 clusters
  Score: Raw -310442.668969 + Penalty 2699.282306 = -307743.386663
  nChanged 8
		SP:Iteration 26Q (166144.200000 sec): 3 clusters
  Score: Raw -310447.108891 + Penalty 2699.282306 = -307747.826585
  nChanged 12
		SP:Iteration 27Q (166144.360000 sec): 3 clusters
  Score: Raw -310452.405372 + Penalty 2699.282306 = -307753.123067
  nChanged 11
		SP:Iteration 28Q (166144.520000 sec): 3 clusters
  Score: Raw -310456.764429 + Penalty 2699.282306 = -307757.482123
  nChanged 13
		SP:Iteration 29Q (166144.670000 sec): 3 clusters
  Score: Raw -310463.371035 + Penalty 2699.282306 = -307764.088730
  nChanged 13
		SP:Iteration 30Q (166144.830000 sec): 3 clusters
  Score: Raw -310469.180739 + Penalty 2699.282306 = -307769.898433
  nChanged 12
		SP:Iteration 31Q (166144.980000 sec): 3 clusters
  Score: Raw -310474.865403 + Penalty 2699.282306 = -307775.583098
  nChanged 13
		SP:Iteration 32Q (166145.140000 sec): 3 clusters
  Score: Raw -310479.191973 + Penalty 2699.282306 = -307779.909667
  nChanged 9
		SP:Iteration 33Q (166145.290000 sec): 3 clusters
  Score: Raw -310481.536375 + Penalty 2699.282306 = -307782.254069
  nChanged 9
		SP:Iteration 34Q (166145.450000 sec): 3 clusters
  Score: Raw -310483.869796 + Penalty 2699.282306 = -307784.587490
  nChanged 9
		SP:Iteration 35Q (166145.600000 sec): 3 clusters
  Score: Raw -310489.122486 + Penalty 2699.282306 = -307789.840180
  nChanged 10
		SP:Iteration 36Q (166145.760000 sec): 3 clusters
  Score: Raw -310493.249482 + Penalty 2699.282306 = -307793.967176
  nChanged 10
		SP:Iteration 37Q (166145.910000 sec): 3 clusters
  Score: Raw -310497.600882 + Penalty 2699.282306 = -307798.318576
  nChanged 7
		SP:Iteration 38Q (166146.050000 sec): 3 clusters
  Score: Raw -310500.313567 + Penalty 2699.282306 = -307801.031261
  nChanged 6
		SP:Iteration 39Q (166146.210000 sec): 3 clusters
  Score: Raw -310502.270886 + Penalty 2699.282306 = -307802.988580
  nChanged 4
		SP:Iteration 40F (166146.370000 sec): 3 clusters
  Score: Raw -310503.029332 + Penalty 2699.282306 = -307803.747026
  nChanged 1
		SP:Iteration 41Q (166146.530000 sec): 3 clusters
  Score: Raw -310503.175248 + Penalty 2699.282306 = -307803.892942
  nChanged 0
		SP:Iteration 42F (166146.690000 sec): 3 clusters
  Score: Raw -310503.175248 + Penalty 2699.282306 = -307803.892942
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (4328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166146.770000 sec): 2 clusters
  Score: Raw -376650.728017 + Penalty 1360.589883 = -375290.138134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166146.930000 sec): 3 clusters
  Score: Raw -374443.571639 + Penalty 2721.179767 = -371722.391872
  nChanged 1733
		SP:Iteration 1F (166147.100000 sec): 3 clusters
  Score: Raw -375520.977237 + Penalty 2721.179767 = -372799.797471
  nChanged 389
		SP:Iteration 2F (166147.310000 sec): 3 clusters
  Score: Raw -375768.083896 + Penalty 2721.179767 = -373046.904129
  nChanged 280
		SP:Iteration 3F (166147.470000 sec): 3 clusters
  Score: Raw -375920.234724 + Penalty 2721.179767 = -373199.054958
  nChanged 197
		SP:Iteration 4Q (166147.610000 sec): 3 clusters
  Score: Raw -376031.847088 + Penalty 2721.179767 = -373310.667321
  nChanged 153
		SP:Iteration 5Q (166147.750000 sec): 3 clusters
  Score: Raw -376122.810394 + Penalty 2721.179767 = -373401.630628
  nChanged 133
		SP:Iteration 6Q (166147.910000 sec): 3 clusters
  Score: Raw -376188.499947 + Penalty 2721.179767 = -373467.320180
  nChanged 106
		SP:Iteration 7Q (166148.070000 sec): 3 clusters
  Score: Raw -376245.790966 + Penalty 2721.179767 = -373524.611199
  nChanged 102
		SP:Iteration 8Q (166148.190000 sec): 3 clusters
  Score: Raw -376299.649005 + Penalty 2721.179767 = -373578.469238
  nChanged 104
		SP:Iteration 9Q (166148.340000 sec): 3 clusters
  Score: Raw -376359.693412 + Penalty 2721.179767 = -373638.513645
  nChanged 93
		SP:Iteration 10Q (166148.480000 sec): 3 clusters
  Score: Raw -376412.941676 + Penalty 2721.179767 = -373691.761910
  nChanged 89
		SP:Iteration 11Q (166148.630000 sec): 3 clusters
  Score: Raw -376457.866589 + Penalty 2721.179767 = -373736.686822
  nChanged 70
		SP:Iteration 12Q (166148.770000 sec): 3 clusters
  Score: Raw -376496.209963 + Penalty 2721.179767 = -373775.030196
  nChanged 75
		SP:Iteration 13Q (166148.930000 sec): 3 clusters
  Score: Raw -376539.762720 + Penalty 2721.179767 = -373818.582953
  nChanged 69
		SP:Iteration 14Q (166149.090000 sec): 3 clusters
  Score: Raw -376580.522152 + Penalty 2721.179767 = -373859.342385
  nChanged 52
		SP:Iteration 15Q (166149.240000 sec): 3 clusters
  Score: Raw -376613.048403 + Penalty 2721.179767 = -373891.868636
  nChanged 58
		SP:Iteration 16Q (166149.390000 sec): 3 clusters
  Score: Raw -376646.279899 + Penalty 2721.179767 = -373925.100132
  nChanged 49
		SP:Iteration 17Q (166149.530000 sec): 3 clusters
  Score: Raw -376667.113228 + Penalty 2721.179767 = -373945.933461
  nChanged 35
		SP:Iteration 18Q (166149.670000 sec): 3 clusters
  Score: Raw -376686.586583 + Penalty 2721.179767 = -373965.406817
  nChanged 35
		SP:Iteration 19Q (166149.820000 sec): 3 clusters
  Score: Raw -376706.012391 + Penalty 2721.179767 = -373984.832624
  nChanged 37
		SP:Iteration 20F (166149.970000 sec): 3 clusters
  Score: Raw -376725.938607 + Penalty 2721.179767 = -374004.758840
  nChanged 31
		SP:Iteration 21Q (166150.130000 sec): 3 clusters
  Score: Raw -376741.080263 + Penalty 2721.179767 = -374019.900497
  nChanged 31
		SP:Iteration 22Q (166150.290000 sec): 3 clusters
  Score: Raw -376757.780967 + Penalty 2721.179767 = -374036.601201
  nChanged 27
		SP:Iteration 23Q (166150.440000 sec): 3 clusters
  Score: Raw -376771.991788 + Penalty 2721.179767 = -374050.812021
  nChanged 28
		SP:Iteration 24Q (166150.600000 sec): 3 clusters
  Score: Raw -376793.932204 + Penalty 2721.179767 = -374072.752437
  nChanged 40
		SP:Iteration 25Q (166150.750000 sec): 3 clusters
  Score: Raw -376820.163638 + Penalty 2721.179767 = -374098.983871
  nChanged 29
		SP:Iteration 26Q (166150.910000 sec): 3 clusters
  Score: Raw -376837.745079 + Penalty 2721.179767 = -374116.565312
  nChanged 28
		SP:Iteration 27Q (166151.060000 sec): 3 clusters
  Score: Raw -376856.784680 + Penalty 2721.179767 = -374135.604914
  nChanged 23
		SP:Iteration 28Q (166151.210000 sec): 3 clusters
  Score: Raw -376872.221728 + Penalty 2721.179767 = -374151.041961
  nChanged 23
		SP:Iteration 29Q (166151.370000 sec): 3 clusters
  Score: Raw -376892.866241 + Penalty 2721.179767 = -374171.686475
  nChanged 27
		SP:Iteration 30Q (166151.530000 sec): 3 clusters
  Score: Raw -376918.305522 + Penalty 2721.179767 = -374197.125755
  nChanged 19
		SP:Iteration 31Q (166151.680000 sec): 3 clusters
  Score: Raw -376929.902666 + Penalty 2721.179767 = -374208.722899
  nChanged 16
		SP:Iteration 32Q (166151.840000 sec): 3 clusters
  Score: Raw -376942.509228 + Penalty 2721.179767 = -374221.329461
  nChanged 15
		SP:Iteration 33Q (166151.990000 sec): 3 clusters
  Score: Raw -376957.695620 + Penalty 2721.179767 = -374236.515854
  nChanged 14
		SP:Iteration 34Q (166152.150000 sec): 3 clusters
  Score: Raw -376966.074937 + Penalty 2721.179767 = -374244.895170
  nChanged 12
		SP:Iteration 35Q (166152.310000 sec): 3 clusters
  Score: Raw -376974.121271 + Penalty 2721.179767 = -374252.941505
  nChanged 9
		SP:Iteration 36Q (166152.460000 sec): 3 clusters
  Score: Raw -376982.157387 + Penalty 2721.179767 = -374260.977621
  nChanged 12
		SP:Iteration 37Q (166152.620000 sec): 3 clusters
  Score: Raw -376990.570444 + Penalty 2721.179767 = -374269.390677
  nChanged 10
		SP:Iteration 38Q (166152.770000 sec): 3 clusters
  Score: Raw -376997.443982 + Penalty 2721.179767 = -374276.264215
  nChanged 5
		SP:Iteration 39Q (166152.930000 sec): 3 clusters
  Score: Raw -377000.518432 + Penalty 2721.179767 = -374279.338665
  nChanged 6
		SP:Iteration 40F (166153.070000 sec): 3 clusters
  Score: Raw -377006.021326 + Penalty 2721.179767 = -374284.841559
  nChanged 3
		SP:Iteration 41Q (166153.210000 sec): 3 clusters
  Score: Raw -377008.562007 + Penalty 2721.179767 = -374287.382241
  nChanged 3
		SP:Iteration 42Q (166153.350000 sec): 3 clusters
  Score: Raw -377010.698876 + Penalty 2721.179767 = -374289.519109
  nChanged 0
		SP:Iteration 43F (166153.490000 sec): 3 clusters
  Score: Raw -377010.698876 + Penalty 2721.179767 = -374289.519109
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (2627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166153.580000 sec): 2 clusters
  Score: Raw -225925.390416 + Penalty 1279.459641 = -224645.930775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166153.720000 sec): 3 clusters
  Score: Raw -224739.773044 + Penalty 2558.919282 = -222180.853762
  nChanged 974
		SP:Iteration 1F (166153.860000 sec): 3 clusters
  Score: Raw -225357.462313 + Penalty 2558.919282 = -222798.543031
  nChanged 198
		SP:Iteration 2F (166154.000000 sec): 3 clusters
  Score: Raw -225488.576414 + Penalty 2558.919282 = -222929.657133
  nChanged 128
		SP:Iteration 3Q (166154.150000 sec): 3 clusters
  Score: Raw -225581.980359 + Penalty 2558.919282 = -223023.061077
  nChanged 120
		SP:Iteration 4Q (166154.290000 sec): 3 clusters
  Score: Raw -225689.371961 + Penalty 2558.919282 = -223130.452679
  nChanged 117
		SP:Iteration 5Q (166154.440000 sec): 3 clusters
  Score: Raw -225777.628656 + Penalty 2558.919282 = -223218.709374
  nChanged 90
		SP:Iteration 6Q (166154.580000 sec): 3 clusters
  Score: Raw -225845.174408 + Penalty 2558.919282 = -223286.255126
  nChanged 85
		SP:Iteration 7Q (166154.730000 sec): 3 clusters
  Score: Raw -225909.741162 + Penalty 2558.919282 = -223350.821881
  nChanged 68
		SP:Iteration 8Q (166154.880000 sec): 3 clusters
  Score: Raw -225953.947306 + Penalty 2558.919282 = -223395.028024
  nChanged 52
		SP:Iteration 9Q (166155.020000 sec): 3 clusters
  Score: Raw -225987.264157 + Penalty 2558.919282 = -223428.344876
  nChanged 50
		SP:Iteration 10Q (166155.180000 sec): 3 clusters
  Score: Raw -226015.366486 + Penalty 2558.919282 = -223456.447204
  nChanged 44
		SP:Iteration 11Q (166155.320000 sec): 3 clusters
  Score: Raw -226041.164948 + Penalty 2558.919282 = -223482.245666
  nChanged 28
		SP:Iteration 12Q (166155.470000 sec): 3 clusters
  Score: Raw -226056.200074 + Penalty 2558.919282 = -223497.280792
  nChanged 32
		SP:Iteration 13Q (166155.610000 sec): 3 clusters
  Score: Raw -226075.083381 + Penalty 2558.919282 = -223516.164100
  nChanged 26
		SP:Iteration 14Q (166155.760000 sec): 3 clusters
  Score: Raw -226087.075310 + Penalty 2558.919282 = -223528.156029
  nChanged 16
		SP:Iteration 15Q (166155.910000 sec): 3 clusters
  Score: Raw -226094.997480 + Penalty 2558.919282 = -223536.078198
  nChanged 15
		SP:Iteration 16Q (166156.060000 sec): 3 clusters
  Score: Raw -226100.627978 + Penalty 2558.919282 = -223541.708697
  nChanged 12
		SP:Iteration 17Q (166156.200000 sec): 3 clusters
  Score: Raw -226107.688131 + Penalty 2558.919282 = -223548.768849
  nChanged 16
		SP:Iteration 18Q (166156.350000 sec): 3 clusters
  Score: Raw -226118.440748 + Penalty 2558.919282 = -223559.521466
  nChanged 24
		SP:Iteration 19Q (166156.500000 sec): 3 clusters
  Score: Raw -226135.489351 + Penalty 2558.919282 = -223576.570069
  nChanged 27
		SP:Iteration 20F (166156.650000 sec): 3 clusters
  Score: Raw -226149.301668 + Penalty 2558.919282 = -223590.382386
  nChanged 19
		SP:Iteration 21Q (166156.790000 sec): 3 clusters
  Score: Raw -226159.993379 + Penalty 2558.919282 = -223601.074097
  nChanged 14
		SP:Iteration 22Q (166156.940000 sec): 3 clusters
  Score: Raw -226168.117975 + Penalty 2558.919282 = -223609.198693
  nChanged 10
		SP:Iteration 23Q (166157.090000 sec): 3 clusters
  Score: Raw -226172.559121 + Penalty 2558.919282 = -223613.639840
  nChanged 10
		SP:Iteration 24Q (166157.230000 sec): 3 clusters
  Score: Raw -226176.358643 + Penalty 2558.919282 = -223617.439361
  nChanged 6
		SP:Iteration 25Q (166157.370000 sec): 3 clusters
  Score: Raw -226179.187878 + Penalty 2558.919282 = -223620.268597
  nChanged 8
		SP:Iteration 26Q (166157.520000 sec): 3 clusters
  Score: Raw -226183.020003 + Penalty 2558.919282 = -223624.100721
  nChanged 11
		SP:Iteration 27Q (166157.660000 sec): 3 clusters
  Score: Raw -226187.690192 + Penalty 2558.919282 = -223628.770911
  nChanged 14
		SP:Iteration 28Q (166157.810000 sec): 3 clusters
  Score: Raw -226193.997095 + Penalty 2558.919282 = -223635.077813
  nChanged 17
		SP:Iteration 29Q (166157.950000 sec): 3 clusters
  Score: Raw -226199.885742 + Penalty 2558.919282 = -223640.966460
  nChanged 12
		SP:Iteration 30Q (166158.090000 sec): 3 clusters
  Score: Raw -226205.559652 + Penalty 2558.919282 = -223646.640370
  nChanged 11
		SP:Iteration 31Q (166158.240000 sec): 3 clusters
  Score: Raw -226210.133608 + Penalty 2558.919282 = -223651.214327
  nChanged 8
		SP:Iteration 32Q (166158.390000 sec): 3 clusters
  Score: Raw -226213.505956 + Penalty 2558.919282 = -223654.586674
  nChanged 5
		SP:Iteration 33Q (166158.540000 sec): 3 clusters
  Score: Raw -226215.369571 + Penalty 2558.919282 = -223656.450289
  nChanged 3
		SP:Iteration 34Q (166158.700000 sec): 3 clusters
  Score: Raw -226217.568251 + Penalty 2558.919282 = -223658.648969
  nChanged 8
		SP:Iteration 35Q (166158.850000 sec): 3 clusters
  Score: Raw -226224.287496 + Penalty 2558.919282 = -223665.368215
  nChanged 8
		SP:Iteration 36Q (166159.010000 sec): 3 clusters
  Score: Raw -226228.952357 + Penalty 2558.919282 = -223670.033075
  nChanged 11
		SP:Iteration 37Q (166159.170000 sec): 3 clusters
  Score: Raw -226235.353503 + Penalty 2558.919282 = -223676.434222
  nChanged 8
		SP:Iteration 38Q (166159.320000 sec): 3 clusters
  Score: Raw -226239.811489 + Penalty 2558.919282 = -223680.892207
  nChanged 9
		SP:Iteration 39Q (166159.480000 sec): 3 clusters
  Score: Raw -226244.476816 + Penalty 2558.919282 = -223685.557534
  nChanged 10
		SP:Iteration 40F (166159.640000 sec): 3 clusters
  Score: Raw -226250.108817 + Penalty 2558.919282 = -223691.189535
  nChanged 11
		SP:Iteration 41Q (166159.800000 sec): 3 clusters
  Score: Raw -226253.980389 + Penalty 2558.919282 = -223695.061107
  nChanged 6
		SP:Iteration 42Q (166159.960000 sec): 3 clusters
  Score: Raw -226255.925290 + Penalty 2558.919282 = -223697.006008
  nChanged 2
		SP:Iteration 43Q (166160.110000 sec): 3 clusters
  Score: Raw -226256.471607 + Penalty 2558.919282 = -223697.552325
  nChanged 0
		SP:Iteration 44F (166160.290000 sec): 3 clusters
  Score: Raw -226256.471607 + Penalty 2558.919282 = -223697.552325
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166160.400000 sec): 2 clusters
  Score: Raw -930647.435720 + Penalty 1501.151967 = -929146.283753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166160.610000 sec): 3 clusters
  Score: Raw -924682.095696 + Penalty 3002.303934 = -921679.791762
  nChanged 4501
		SP:Iteration 1F (166160.810000 sec): 3 clusters
  Score: Raw -927471.877120 + Penalty 3002.303934 = -924469.573187
  nChanged 786
		SP:Iteration 2F (166161.010000 sec): 3 clusters
  Score: Raw -928016.341005 + Penalty 3002.303934 = -925014.037071
  nChanged 722
		SP:Iteration 3F (166161.210000 sec): 3 clusters
  Score: Raw -928545.623055 + Penalty 3002.303934 = -925543.319121
  nChanged 672
		SP:Iteration 4F (166161.410000 sec): 3 clusters
  Score: Raw -929004.587244 + Penalty 3002.303934 = -926002.283310
  nChanged 638
		SP:Iteration 5F (166161.670000 sec): 3 clusters
  Score: Raw -929417.577298 + Penalty 3002.303934 = -926415.273364
  nChanged 530
		SP:Iteration 6F (166161.930000 sec): 3 clusters
  Score: Raw -929703.945600 + Penalty 3002.303934 = -926701.641666
  nChanged 379
		SP:Iteration 7Q (166162.160000 sec): 3 clusters
  Score: Raw -929869.670186 + Penalty 3002.303934 = -926867.366252
  nChanged 278
		SP:Iteration 8Q (166162.390000 sec): 3 clusters
  Score: Raw -929978.741049 + Penalty 3002.303934 = -926976.437115
  nChanged 233
		SP:Iteration 9Q (166162.580000 sec): 3 clusters
  Score: Raw -930058.599735 + Penalty 3002.303934 = -927056.295802
  nChanged 171
		SP:Iteration 10Q (166162.830000 sec): 3 clusters
  Score: Raw -930110.039126 + Penalty 3002.303934 = -927107.735192
  nChanged 143
		SP:Iteration 11Q (166163.070000 sec): 3 clusters
  Score: Raw -930148.506607 + Penalty 3002.303934 = -927146.202673
  nChanged 126
		SP:Iteration 12Q (166163.220000 sec): 3 clusters
  Score: Raw -930176.541305 + Penalty 3002.303934 = -927174.237371
  nChanged 96
		SP:Iteration 13Q (166163.400000 sec): 3 clusters
  Score: Raw -930199.841463 + Penalty 3002.303934 = -927197.537529
  nChanged 78
		SP:Iteration 14Q (166163.650000 sec): 3 clusters
  Score: Raw -930216.810927 + Penalty 3002.303934 = -927214.506993
  nChanged 56
		SP:Iteration 15Q (166163.880000 sec): 3 clusters
  Score: Raw -930231.784603 + Penalty 3002.303934 = -927229.480669
  nChanged 65
		SP:Iteration 16Q (166164.150000 sec): 3 clusters
  Score: Raw -930251.749144 + Penalty 3002.303934 = -927249.445210
  nChanged 71
		SP:Iteration 17Q (166164.310000 sec): 3 clusters
  Score: Raw -930270.389415 + Penalty 3002.303934 = -927268.085481
  nChanged 80
		SP:Iteration 18Q (166164.620000 sec): 3 clusters
  Score: Raw -930292.738009 + Penalty 3002.303934 = -927290.434075
  nChanged 85
		SP:Iteration 19Q (166164.810000 sec): 3 clusters
  Score: Raw -930311.359547 + Penalty 3002.303934 = -927309.055613
  nChanged 74
		SP:Iteration 20F (166165.010000 sec): 3 clusters
  Score: Raw -930330.559961 + Penalty 3002.303934 = -927328.256027
  nChanged 81
		SP:Iteration 21Q (166165.220000 sec): 3 clusters
  Score: Raw -930352.850009 + Penalty 3002.303934 = -927350.546075
  nChanged 71
		SP:Iteration 22Q (166165.420000 sec): 3 clusters
  Score: Raw -930372.272213 + Penalty 3002.303934 = -927369.968279
  nChanged 72
		SP:Iteration 23Q (166165.620000 sec): 3 clusters
  Score: Raw -930389.924646 + Penalty 3002.303934 = -927387.620712
  nChanged 61
		SP:Iteration 24Q (166165.820000 sec): 3 clusters
  Score: Raw -930405.169666 + Penalty 3002.303934 = -927402.865733
  nChanged 64
		SP:Iteration 25Q (166166.010000 sec): 3 clusters
  Score: Raw -930420.247774 + Penalty 3002.303934 = -927417.943840
  nChanged 62
		SP:Iteration 26Q (166166.200000 sec): 3 clusters
  Score: Raw -930439.306271 + Penalty 3002.303934 = -927437.002337
  nChanged 67
		SP:Iteration 27Q (166166.340000 sec): 3 clusters
  Score: Raw -930458.069433 + Penalty 3002.303934 = -927455.765499
  nChanged 68
		SP:Iteration 28Q (166166.520000 sec): 3 clusters
  Score: Raw -930481.593852 + Penalty 3002.303934 = -927479.289918
  nChanged 79
		SP:Iteration 29Q (166166.650000 sec): 3 clusters
  Score: Raw -930511.162613 + Penalty 3002.303934 = -927508.858679
  nChanged 82
		SP:Iteration 30Q (166166.810000 sec): 3 clusters
  Score: Raw -930542.592946 + Penalty 3002.303934 = -927540.289013
  nChanged 87
		SP:Iteration 31Q (166166.970000 sec): 3 clusters
  Score: Raw -930582.683339 + Penalty 3002.303934 = -927580.379406
  nChanged 92
		SP:Iteration 32Q (166167.130000 sec): 3 clusters
  Score: Raw -930617.092034 + Penalty 3002.303934 = -927614.788100
  nChanged 105
		SP:Iteration 33Q (166167.320000 sec): 3 clusters
  Score: Raw -930655.299964 + Penalty 3002.303934 = -927652.996031
  nChanged 108
		SP:Iteration 34Q (166167.480000 sec): 3 clusters
  Score: Raw -930695.018451 + Penalty 3002.303934 = -927692.714517
  nChanged 94
		SP:Iteration 35Q (166167.640000 sec): 3 clusters
  Score: Raw -930732.752827 + Penalty 3002.303934 = -927730.448893
  nChanged 104
		SP:Iteration 36Q (166167.800000 sec): 3 clusters
  Score: Raw -930776.862150 + Penalty 3002.303934 = -927774.558216
  nChanged 89
		SP:Iteration 37Q (166167.960000 sec): 3 clusters
  Score: Raw -930810.684799 + Penalty 3002.303934 = -927808.380865
  nChanged 76
		SP:Iteration 38Q (166168.120000 sec): 3 clusters
  Score: Raw -930841.044845 + Penalty 3002.303934 = -927838.740912
  nChanged 73
		SP:Iteration 39Q (166168.280000 sec): 3 clusters
  Score: Raw -930868.689673 + Penalty 3002.303934 = -927866.385739
  nChanged 66
		SP:Iteration 40F (166168.470000 sec): 3 clusters
  Score: Raw -930893.941542 + Penalty 3002.303934 = -927891.637608
  nChanged 65
		SP:Iteration 41Q (166168.630000 sec): 3 clusters
  Score: Raw -930918.309433 + Penalty 3002.303934 = -927916.005499
  nChanged 55
		SP:Iteration 42Q (166168.790000 sec): 3 clusters
  Score: Raw -930939.852447 + Penalty 3002.303934 = -927937.548513
  nChanged 48
		SP:Iteration 43Q (166168.950000 sec): 3 clusters
  Score: Raw -930958.049722 + Penalty 3002.303934 = -927955.745788
  nChanged 43
		SP:Iteration 44Q (166169.110000 sec): 3 clusters
  Score: Raw -930974.449404 + Penalty 3002.303934 = -927972.145470
  nChanged 39
		SP:Iteration 45Q (166169.300000 sec): 3 clusters
  Score: Raw -930986.028052 + Penalty 3002.303934 = -927983.724118
  nChanged 27
		SP:Iteration 46Q (166169.490000 sec): 3 clusters
  Score: Raw -930996.403290 + Penalty 3002.303934 = -927994.099356
  nChanged 26
		SP:Iteration 47Q (166169.660000 sec): 3 clusters
  Score: Raw -931004.921064 + Penalty 3002.303934 = -928002.617130
  nChanged 22
		SP:Iteration 48Q (166169.830000 sec): 3 clusters
  Score: Raw -931013.471713 + Penalty 3002.303934 = -928011.167779
  nChanged 34
		SP:Iteration 49Q (166170.000000 sec): 3 clusters
  Score: Raw -931027.186922 + Penalty 3002.303934 = -928024.882988
  nChanged 35
		SP:Iteration 50Q (166170.170000 sec): 3 clusters
  Score: Raw -931040.506299 + Penalty 3002.303934 = -928038.202365
  nChanged 28
		SP:Iteration 51Q (166170.340000 sec): 3 clusters
  Score: Raw -931051.836203 + Penalty 3002.303934 = -928049.532269
  nChanged 22
		SP:Iteration 52Q (166170.520000 sec): 3 clusters
  Score: Raw -931061.277918 + Penalty 3002.303934 = -928058.973984
  nChanged 29
		SP:Iteration 53Q (166170.690000 sec): 3 clusters
  Score: Raw -931067.873068 + Penalty 3002.303934 = -928065.569134
  nChanged 18
		SP:Iteration 54Q (166170.860000 sec): 3 clusters
  Score: Raw -931073.184645 + Penalty 3002.303934 = -928070.880711
  nChanged 22
		SP:Iteration 55Q (166171.040000 sec): 3 clusters
  Score: Raw -931080.077155 + Penalty 3002.303934 = -928077.773221
  nChanged 19
		SP:Iteration 56Q (166171.210000 sec): 3 clusters
  Score: Raw -931085.467651 + Penalty 3002.303934 = -928083.163717
  nChanged 13
		SP:Iteration 57Q (166171.390000 sec): 3 clusters
  Score: Raw -931088.601031 + Penalty 3002.303934 = -928086.297098
  nChanged 9
		SP:Iteration 58Q (166171.560000 sec): 3 clusters
  Score: Raw -931090.275224 + Penalty 3002.303934 = -928087.971290
  nChanged 6
		SP:Iteration 59Q (166171.730000 sec): 3 clusters
  Score: Raw -931092.987317 + Penalty 3002.303934 = -928090.683383
  nChanged 11
		SP:Iteration 60F (166171.940000 sec): 3 clusters
  Score: Raw -931094.884388 + Penalty 3002.303934 = -928092.580455
  nChanged 6
		SP:Iteration 61Q (166172.110000 sec): 3 clusters
  Score: Raw -931096.598822 + Penalty 3002.303934 = -928094.294888
  nChanged 5
		SP:Iteration 62Q (166172.290000 sec): 3 clusters
  Score: Raw -931097.250260 + Penalty 3002.303934 = -928094.946327
  nChanged 3
		SP:Iteration 63Q (166172.460000 sec): 3 clusters
  Score: Raw -931097.785766 + Penalty 3002.303934 = -928095.481832
  nChanged 2
		SP:Iteration 64Q (166172.630000 sec): 3 clusters
  Score: Raw -931098.535581 + Penalty 3002.303934 = -928096.231647
  nChanged 5
		SP:Iteration 65Q (166172.800000 sec): 3 clusters
  Score: Raw -931100.020614 + Penalty 3002.303934 = -928097.716680
  nChanged 9
		SP:Iteration 66Q (166172.970000 sec): 3 clusters
  Score: Raw -931102.865083 + Penalty 3002.303934 = -928100.561149
  nChanged 6
		SP:Iteration 67Q (166173.150000 sec): 3 clusters
  Score: Raw -931104.410459 + Penalty 3002.303934 = -928102.106525
  nChanged 5
		SP:Iteration 68Q (166173.330000 sec): 3 clusters
  Score: Raw -931106.006710 + Penalty 3002.303934 = -928103.702776
  nChanged 8
		SP:Iteration 69Q (166173.490000 sec): 3 clusters
  Score: Raw -931108.153016 + Penalty 3002.303934 = -928105.849082
  nChanged 7
		SP:Iteration 70Q (166173.670000 sec): 3 clusters
  Score: Raw -931111.406313 + Penalty 3002.303934 = -928109.102380
  nChanged 13
		SP:Iteration 71Q (166173.840000 sec): 3 clusters
  Score: Raw -931115.927527 + Penalty 3002.303934 = -928113.623593
  nChanged 12
		SP:Iteration 72Q (166174.010000 sec): 3 clusters
  Score: Raw -931121.203946 + Penalty 3002.303934 = -928118.900012
  nChanged 11
		SP:Iteration 73Q (166174.180000 sec): 3 clusters
  Score: Raw -931125.571609 + Penalty 3002.303934 = -928123.267675
  nChanged 14
		SP:Iteration 74Q (166174.360000 sec): 3 clusters
  Score: Raw -931129.003366 + Penalty 3002.303934 = -928126.699432
  nChanged 13
		SP:Iteration 75Q (166174.530000 sec): 3 clusters
  Score: Raw -931132.617697 + Penalty 3002.303934 = -928130.313763
  nChanged 6
		SP:Iteration 76Q (166174.820000 sec): 3 clusters
  Score: Raw -931133.960022 + Penalty 3002.303934 = -928131.656088
  nChanged 5
		SP:Iteration 77Q (166174.950000 sec): 3 clusters
  Score: Raw -931134.882597 + Penalty 3002.303934 = -928132.578663
  nChanged 2
		SP:Iteration 78Q (166175.230000 sec): 3 clusters
  Score: Raw -931135.155127 + Penalty 3002.303934 = -928132.851193
  nChanged 0
		SP:Iteration 79F (166175.430000 sec): 3 clusters
  Score: Raw -931135.155127 + Penalty 3002.303934 = -928132.851193
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (7347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166175.590000 sec): 2 clusters
  Score: Raw -731985.984269 + Penalty 1446.582694 = -730539.401576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166175.740000 sec): 3 clusters
  Score: Raw -727871.916471 + Penalty 2893.165387 = -724978.751084
  nChanged 3134
		SP:Iteration 1F (166175.930000 sec): 3 clusters
  Score: Raw -729524.679173 + Penalty 2893.165387 = -726631.513786
  nChanged 480
		SP:Iteration 2F (166176.120000 sec): 3 clusters
  Score: Raw -729740.633066 + Penalty 2893.165387 = -726847.467679
  nChanged 360
		SP:Iteration 3Q (166176.310000 sec): 3 clusters
  Score: Raw -729890.485161 + Penalty 2893.165387 = -726997.319774
  nChanged 291
		SP:Iteration 4Q (166176.490000 sec): 3 clusters
  Score: Raw -729990.507658 + Penalty 2893.165387 = -727097.342271
  nChanged 243
		SP:Iteration 5Q (166176.660000 sec): 3 clusters
  Score: Raw -730069.446459 + Penalty 2893.165387 = -727176.281072
  nChanged 186
		SP:Iteration 6Q (166176.840000 sec): 3 clusters
  Score: Raw -730131.087421 + Penalty 2893.165387 = -727237.922034
  nChanged 174
		SP:Iteration 7Q (166177.030000 sec): 3 clusters
  Score: Raw -730185.053823 + Penalty 2893.165387 = -727291.888436
  nChanged 163
		SP:Iteration 8Q (166177.210000 sec): 3 clusters
  Score: Raw -730232.010430 + Penalty 2893.165387 = -727338.845042
  nChanged 152
		SP:Iteration 9Q (166177.390000 sec): 3 clusters
  Score: Raw -730276.059558 + Penalty 2893.165387 = -727382.894171
  nChanged 148
		SP:Iteration 10Q (166177.570000 sec): 3 clusters
  Score: Raw -730317.466965 + Penalty 2893.165387 = -727424.301578
  nChanged 158
		SP:Iteration 11Q (166177.750000 sec): 3 clusters
  Score: Raw -730364.302528 + Penalty 2893.165387 = -727471.137141
  nChanged 166
		SP:Iteration 12Q (166177.920000 sec): 3 clusters
  Score: Raw -730415.822949 + Penalty 2893.165387 = -727522.657562
  nChanged 173
		SP:Iteration 13Q (166178.090000 sec): 3 clusters
  Score: Raw -730480.127629 + Penalty 2893.165387 = -727586.962242
  nChanged 212
		SP:Iteration 14Q (166178.260000 sec): 3 clusters
  Score: Raw -730571.793044 + Penalty 2893.165387 = -727678.627657
  nChanged 223
		SP:Iteration 15Q (166178.450000 sec): 3 clusters
  Score: Raw -730674.807809 + Penalty 2893.165387 = -727781.642421
  nChanged 267
		SP:Iteration 16Q (166178.660000 sec): 3 clusters
  Score: Raw -730815.032547 + Penalty 2893.165387 = -727921.867160
  nChanged 272
		SP:Iteration 17Q (166178.850000 sec): 3 clusters
  Score: Raw -730964.768781 + Penalty 2893.165387 = -728071.603393
  nChanged 246
		SP:Iteration 18Q (166179.070000 sec): 3 clusters
  Score: Raw -731112.977630 + Penalty 2893.165387 = -728219.812243
  nChanged 247
		SP:Iteration 19Q (166179.240000 sec): 3 clusters
  Score: Raw -731275.891669 + Penalty 2893.165387 = -728382.726281
  nChanged 241
		SP:Iteration 20F (166179.400000 sec): 3 clusters
  Score: Raw -731453.292523 + Penalty 2893.165387 = -728560.127136
  nChanged 230
		SP:Iteration 21Q (166179.590000 sec): 3 clusters
  Score: Raw -731628.389868 + Penalty 2893.165387 = -728735.224480
  nChanged 173
		SP:Iteration 22Q (166179.770000 sec): 3 clusters
  Score: Raw -731767.342972 + Penalty 2893.165387 = -728874.177584
  nChanged 149
		SP:Iteration 23Q (166179.950000 sec): 3 clusters
  Score: Raw -731893.528277 + Penalty 2893.165387 = -729000.362890
  nChanged 100
		SP:Iteration 24Q (166180.120000 sec): 3 clusters
  Score: Raw -731991.102825 + Penalty 2893.165387 = -729097.937437
  nChanged 71
		SP:Iteration 25Q (166180.300000 sec): 3 clusters
  Score: Raw -732052.506795 + Penalty 2893.165387 = -729159.341408
  nChanged 45
		SP:Iteration 26Q (166180.480000 sec): 3 clusters
  Score: Raw -732089.889891 + Penalty 2893.165387 = -729196.724504
  nChanged 31
		SP:Iteration 27Q (166180.650000 sec): 3 clusters
  Score: Raw -732116.099637 + Penalty 2893.165387 = -729222.934249
  nChanged 28
		SP:Iteration 28Q (166180.840000 sec): 3 clusters
  Score: Raw -732139.698049 + Penalty 2893.165387 = -729246.532661
  nChanged 17
		SP:Iteration 29Q (166181.030000 sec): 3 clusters
  Score: Raw -732153.133047 + Penalty 2893.165387 = -729259.967659
  nChanged 11
		SP:Iteration 30Q (166181.260000 sec): 3 clusters
  Score: Raw -732160.243961 + Penalty 2893.165387 = -729267.078574
  nChanged 10
		SP:Iteration 31Q (166181.460000 sec): 3 clusters
  Score: Raw -732170.731246 + Penalty 2893.165387 = -729277.565859
  nChanged 8
		SP:Iteration 32Q (166181.640000 sec): 3 clusters
  Score: Raw -732178.476671 + Penalty 2893.165387 = -729285.311283
  nChanged 10
		SP:Iteration 33Q (166181.810000 sec): 3 clusters
  Score: Raw -732188.003378 + Penalty 2893.165387 = -729294.837990
  nChanged 5
		SP:Iteration 34Q (166182.000000 sec): 3 clusters
  Score: Raw -732194.206553 + Penalty 2893.165387 = -729301.041166
  nChanged 5
		SP:Iteration 35Q (166182.170000 sec): 3 clusters
  Score: Raw -732199.285125 + Penalty 2893.165387 = -729306.119738
  nChanged 4
		SP:Iteration 36Q (166182.360000 sec): 3 clusters
  Score: Raw -732202.610816 + Penalty 2893.165387 = -729309.445429
  nChanged 5
		SP:Iteration 37Q (166182.540000 sec): 3 clusters
  Score: Raw -732205.783773 + Penalty 2893.165387 = -729312.618386
  nChanged 0
		SP:Iteration 38F (166182.730000 sec): 3 clusters
  Score: Raw -732205.783773 + Penalty 2893.165387 = -729312.618386
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (3992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166182.810000 sec): 2 clusters
  Score: Raw -342373.031398 + Penalty 1347.457741 = -341025.573657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166182.970000 sec): 3 clusters
  Score: Raw -340420.529513 + Penalty 2694.915482 = -337725.614031
  nChanged 1568
		SP:Iteration 1F (166183.130000 sec): 3 clusters
  Score: Raw -341530.610224 + Penalty 2694.915482 = -338835.694742
  nChanged 374
		SP:Iteration 2F (166183.290000 sec): 3 clusters
  Score: Raw -341873.455591 + Penalty 2694.915482 = -339178.540109
  nChanged 285
		SP:Iteration 3F (166183.450000 sec): 3 clusters
  Score: Raw -342104.051714 + Penalty 2694.915482 = -339409.136232
  nChanged 214
		SP:Iteration 4F (166183.610000 sec): 3 clusters
  Score: Raw -342247.571797 + Penalty 2694.915482 = -339552.656315
  nChanged 176
		SP:Iteration 5Q (166183.770000 sec): 3 clusters
  Score: Raw -342363.160689 + Penalty 2694.915482 = -339668.245206
  nChanged 155
		SP:Iteration 6Q (166183.930000 sec): 3 clusters
  Score: Raw -342481.417946 + Penalty 2694.915482 = -339786.502463
  nChanged 147
		SP:Iteration 7Q (166184.090000 sec): 3 clusters
  Score: Raw -342586.934185 + Penalty 2694.915482 = -339892.018703
  nChanged 125
		SP:Iteration 8Q (166184.250000 sec): 3 clusters
  Score: Raw -342686.328688 + Penalty 2694.915482 = -339991.413205
  nChanged 123
		SP:Iteration 9Q (166184.400000 sec): 3 clusters
  Score: Raw -342818.233831 + Penalty 2694.915482 = -340123.318349
  nChanged 109
		SP:Iteration 10Q (166184.570000 sec): 3 clusters
  Score: Raw -342929.291239 + Penalty 2694.915482 = -340234.375757
  nChanged 118
		SP:Iteration 11Q (166184.730000 sec): 3 clusters
  Score: Raw -343001.088453 + Penalty 2694.915482 = -340306.172971
  nChanged 93
		SP:Iteration 12Q (166184.890000 sec): 3 clusters
  Score: Raw -343043.390892 + Penalty 2694.915482 = -340348.475410
  nChanged 72
		SP:Iteration 13Q (166185.050000 sec): 3 clusters
  Score: Raw -343073.709435 + Penalty 2694.915482 = -340378.793952
  nChanged 53
		SP:Iteration 14Q (166185.210000 sec): 3 clusters
  Score: Raw -343096.353298 + Penalty 2694.915482 = -340401.437815
  nChanged 43
		SP:Iteration 15Q (166185.370000 sec): 3 clusters
  Score: Raw -343113.019208 + Penalty 2694.915482 = -340418.103726
  nChanged 37
		SP:Iteration 16Q (166185.530000 sec): 3 clusters
  Score: Raw -343129.202082 + Penalty 2694.915482 = -340434.286600
  nChanged 35
		SP:Iteration 17Q (166185.690000 sec): 3 clusters
  Score: Raw -343141.805230 + Penalty 2694.915482 = -340446.889748
  nChanged 38
		SP:Iteration 18Q (166185.850000 sec): 3 clusters
  Score: Raw -343157.108273 + Penalty 2694.915482 = -340462.192791
  nChanged 33
		SP:Iteration 19Q (166186.010000 sec): 3 clusters
  Score: Raw -343168.294251 + Penalty 2694.915482 = -340473.378769
  nChanged 13
		SP:Iteration 20F (166186.170000 sec): 3 clusters
  Score: Raw -343173.314247 + Penalty 2694.915482 = -340478.398765
  nChanged 15
		SP:Iteration 21Q (166186.330000 sec): 3 clusters
  Score: Raw -343177.287618 + Penalty 2694.915482 = -340482.372136
  nChanged 17
		SP:Iteration 22Q (166186.490000 sec): 3 clusters
  Score: Raw -343185.627698 + Penalty 2694.915482 = -340490.712216
  nChanged 18
		SP:Iteration 23Q (166186.660000 sec): 3 clusters
  Score: Raw -343191.403781 + Penalty 2694.915482 = -340496.488299
  nChanged 13
		SP:Iteration 24Q (166186.850000 sec): 3 clusters
  Score: Raw -343195.514928 + Penalty 2694.915482 = -340500.599446
  nChanged 11
		SP:Iteration 25Q (166187.010000 sec): 3 clusters
  Score: Raw -343198.782168 + Penalty 2694.915482 = -340503.866686
  nChanged 2
		SP:Iteration 26Q (166187.150000 sec): 3 clusters
  Score: Raw -343199.388195 + Penalty 2694.915482 = -340504.472713
  nChanged 3
		SP:Iteration 27Q (166187.290000 sec): 3 clusters
  Score: Raw -343199.950562 + Penalty 2694.915482 = -340505.035080
  nChanged 2
		SP:Iteration 28Q (166187.440000 sec): 3 clusters
  Score: Raw -343200.236471 + Penalty 2694.915482 = -340505.320989
  nChanged 1
		SP:Iteration 29Q (166187.580000 sec): 3 clusters
  Score: Raw -343200.335957 + Penalty 2694.915482 = -340505.420475
  nChanged 0
		SP:Iteration 30F (166187.720000 sec): 3 clusters
  Score: Raw -343200.335957 + Penalty 2694.915482 = -340505.420475
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (2032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166187.790000 sec): 2 clusters
  Score: Raw -152464.047520 + Penalty 1237.726069 = -151226.321451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166187.940000 sec): 3 clusters
  Score: Raw -151672.565232 + Penalty 2475.452138 = -149197.113094
  nChanged 697
		SP:Iteration 1F (166188.080000 sec): 3 clusters
  Score: Raw -152351.799300 + Penalty 2475.452138 = -149876.347162
  nChanged 222
		SP:Iteration 2F (166188.220000 sec): 3 clusters
  Score: Raw -152709.005811 + Penalty 2475.452138 = -150233.553673
  nChanged 175
		SP:Iteration 3F (166188.380000 sec): 3 clusters
  Score: Raw -153020.802980 + Penalty 2475.452138 = -150545.350842
  nChanged 134
		SP:Iteration 4F (166188.530000 sec): 3 clusters
  Score: Raw -153238.247334 + Penalty 2475.452138 = -150762.795196
  nChanged 106
		SP:Iteration 5F (166188.690000 sec): 3 clusters
  Score: Raw -153383.745642 + Penalty 2475.452138 = -150908.293504
  nChanged 72
		SP:Iteration 6Q (166188.840000 sec): 3 clusters
  Score: Raw -153471.652120 + Penalty 2475.452138 = -150996.199982
  nChanged 48
		SP:Iteration 7Q (166188.990000 sec): 3 clusters
  Score: Raw -153531.001142 + Penalty 2475.452138 = -151055.549004
  nChanged 37
		SP:Iteration 8Q (166189.150000 sec): 3 clusters
  Score: Raw -153563.192462 + Penalty 2475.452138 = -151087.740324
  nChanged 19
		SP:Iteration 9Q (166189.310000 sec): 3 clusters
  Score: Raw -153579.908833 + Penalty 2475.452138 = -151104.456696
  nChanged 17
		SP:Iteration 10Q (166189.470000 sec): 3 clusters
  Score: Raw -153592.977561 + Penalty 2475.452138 = -151117.525423
  nChanged 16
		SP:Iteration 11Q (166189.630000 sec): 3 clusters
  Score: Raw -153602.703711 + Penalty 2475.452138 = -151127.251574
  nChanged 14
		SP:Iteration 12Q (166189.790000 sec): 3 clusters
  Score: Raw -153612.387931 + Penalty 2475.452138 = -151136.935793
  nChanged 16
		SP:Iteration 13Q (166189.950000 sec): 3 clusters
  Score: Raw -153623.438355 + Penalty 2475.452138 = -151147.986217
  nChanged 10
		SP:Iteration 14Q (166190.110000 sec): 3 clusters
  Score: Raw -153627.684938 + Penalty 2475.452138 = -151152.232800
  nChanged 3
		SP:Iteration 15Q (166190.270000 sec): 3 clusters
  Score: Raw -153629.911997 + Penalty 2475.452138 = -151154.459860
  nChanged 2
		SP:Iteration 16Q (166190.430000 sec): 3 clusters
  Score: Raw -153631.243966 + Penalty 2475.452138 = -151155.791829
  nChanged 3
		SP:Iteration 17Q (166190.590000 sec): 3 clusters
  Score: Raw -153632.444128 + Penalty 2475.452138 = -151156.991990
  nChanged 1
		SP:Iteration 18Q (166190.750000 sec): 3 clusters
  Score: Raw -153632.608922 + Penalty 2475.452138 = -151157.156784
  nChanged 0
		SP:Iteration 19F (166190.910000 sec): 3 clusters
  Score: Raw -153632.608922 + Penalty 2475.452138 = -151157.156784
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (2550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166190.990000 sec): 2 clusters
  Score: Raw -202152.412875 + Penalty 1274.625404 = -200877.787471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166191.160000 sec): 3 clusters
  Score: Raw -201066.449889 + Penalty 2549.250807 = -198517.199081
  nChanged 969
		SP:Iteration 1F (166191.310000 sec): 3 clusters
  Score: Raw -201822.818488 + Penalty 2549.250807 = -199273.567681
  nChanged 223
		SP:Iteration 2F (166191.470000 sec): 3 clusters
  Score: Raw -202018.136531 + Penalty 2549.250807 = -199468.885723
  nChanged 163
		SP:Iteration 3F (166191.630000 sec): 3 clusters
  Score: Raw -202151.098292 + Penalty 2549.250807 = -199601.847485
  nChanged 120
		SP:Iteration 4Q (166191.790000 sec): 3 clusters
  Score: Raw -202244.300722 + Penalty 2549.250807 = -199695.049914
  nChanged 83
		SP:Iteration 5Q (166191.940000 sec): 3 clusters
  Score: Raw -202301.184219 + Penalty 2549.250807 = -199751.933412
  nChanged 57
		SP:Iteration 6Q (166192.110000 sec): 3 clusters
  Score: Raw -202333.441584 + Penalty 2549.250807 = -199784.190777
  nChanged 44
		SP:Iteration 7Q (166192.270000 sec): 3 clusters
  Score: Raw -202354.247041 + Penalty 2549.250807 = -199804.996234
  nChanged 28
		SP:Iteration 8Q (166192.430000 sec): 3 clusters
  Score: Raw -202371.854774 + Penalty 2549.250807 = -199822.603967
  nChanged 27
		SP:Iteration 9Q (166192.590000 sec): 3 clusters
  Score: Raw -202388.144131 + Penalty 2549.250807 = -199838.893323
  nChanged 20
		SP:Iteration 10Q (166192.750000 sec): 3 clusters
  Score: Raw -202402.942903 + Penalty 2549.250807 = -199853.692096
  nChanged 26
		SP:Iteration 11Q (166192.910000 sec): 3 clusters
  Score: Raw -202422.106046 + Penalty 2549.250807 = -199872.855239
  nChanged 16
		SP:Iteration 12Q (166193.070000 sec): 3 clusters
  Score: Raw -202435.083246 + Penalty 2549.250807 = -199885.832439
  nChanged 21
		SP:Iteration 13Q (166193.230000 sec): 3 clusters
  Score: Raw -202447.325052 + Penalty 2549.250807 = -199898.074245
  nChanged 18
		SP:Iteration 14Q (166193.390000 sec): 3 clusters
  Score: Raw -202462.751538 + Penalty 2549.250807 = -199913.500730
  nChanged 21
		SP:Iteration 15Q (166193.540000 sec): 3 clusters
  Score: Raw -202471.463354 + Penalty 2549.250807 = -199922.212546
  nChanged 10
		SP:Iteration 16Q (166193.720000 sec): 3 clusters
  Score: Raw -202475.150253 + Penalty 2549.250807 = -199925.899445
  nChanged 3
		SP:Iteration 17Q (166193.920000 sec): 3 clusters
  Score: Raw -202476.183895 + Penalty 2549.250807 = -199926.933087
  nChanged 2
		SP:Iteration 18Q (166194.030000 sec): 3 clusters
  Score: Raw -202476.522388 + Penalty 2549.250807 = -199927.271580
  nChanged 1
		SP:Iteration 19Q (166194.190000 sec): 3 clusters
  Score: Raw -202476.635513 + Penalty 2549.250807 = -199927.384705
  nChanged 0
		SP:Iteration 20F (166194.340000 sec): 3 clusters
  Score: Raw -202476.635513 + Penalty 2549.250807 = -199927.384705
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166194.440000 sec): 2 clusters
  Score: Raw -210907.825826 + Penalty 1329.892804 = -209577.933022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166194.590000 sec): 3 clusters
  Score: Raw -209217.813012 + Penalty 2659.785608 = -206558.027404
  nChanged 1425
		SP:Iteration 1F (166194.740000 sec): 3 clusters
  Score: Raw -210540.813953 + Penalty 2659.785608 = -207881.028344
  nChanged 410
		SP:Iteration 2F (166194.880000 sec): 3 clusters
  Score: Raw -211012.048684 + Penalty 2659.785608 = -208352.263076
  nChanged 298
		SP:Iteration 3F (166195.020000 sec): 3 clusters
  Score: Raw -211294.304446 + Penalty 2659.785608 = -208634.518837
  nChanged 205
		SP:Iteration 4F (166195.160000 sec): 3 clusters
  Score: Raw -211458.532625 + Penalty 2659.785608 = -208798.747017
  nChanged 130
		SP:Iteration 5Q (166195.300000 sec): 3 clusters
  Score: Raw -211571.961364 + Penalty 2659.785608 = -208912.175756
  nChanged 96
		SP:Iteration 6Q (166195.450000 sec): 3 clusters
  Score: Raw -211658.058898 + Penalty 2659.785608 = -208998.273290
  nChanged 88
		SP:Iteration 7Q (166195.590000 sec): 3 clusters
  Score: Raw -211747.836367 + Penalty 2659.785608 = -209088.050759
  nChanged 81
		SP:Iteration 8Q (166195.730000 sec): 3 clusters
  Score: Raw -211799.639414 + Penalty 2659.785608 = -209139.853806
  nChanged 64
		SP:Iteration 9Q (166195.880000 sec): 3 clusters
  Score: Raw -211837.608395 + Penalty 2659.785608 = -209177.822787
  nChanged 33
		SP:Iteration 10Q (166196.020000 sec): 3 clusters
  Score: Raw -211858.693926 + Penalty 2659.785608 = -209198.908318
  nChanged 18
		SP:Iteration 11Q (166196.170000 sec): 3 clusters
  Score: Raw -211867.846327 + Penalty 2659.785608 = -209208.060719
  nChanged 21
		SP:Iteration 12Q (166196.310000 sec): 3 clusters
  Score: Raw -211887.421949 + Penalty 2659.785608 = -209227.636340
  nChanged 14
		SP:Iteration 13Q (166196.450000 sec): 3 clusters
  Score: Raw -211897.682248 + Penalty 2659.785608 = -209237.896640
  nChanged 10
		SP:Iteration 14Q (166196.600000 sec): 3 clusters
  Score: Raw -211899.074288 + Penalty 2659.785608 = -209239.288680
  nChanged 3
		SP:Iteration 15Q (166196.770000 sec): 3 clusters
  Score: Raw -211899.652418 + Penalty 2659.785608 = -209239.866809
  nChanged 1
		SP:Iteration 16Q (166196.900000 sec): 3 clusters
  Score: Raw -211899.918141 + Penalty 2659.785608 = -209240.132533
  nChanged 2
		SP:Iteration 17Q (166197.050000 sec): 3 clusters
  Score: Raw -211900.210174 + Penalty 2659.785608 = -209240.424566
  nChanged 1
		SP:Iteration 18Q (166197.190000 sec): 3 clusters
  Score: Raw -211900.370729 + Penalty 2659.785608 = -209240.585121
  nChanged 0
		SP:Iteration 19F (166197.370000 sec): 3 clusters
  Score: Raw -211900.370729 + Penalty 2659.785608 = -209240.585121
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166197.440000 sec): 2 clusters
  Score: Raw -235514.935141 + Penalty 1273.666699 = -234241.268442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166197.590000 sec): 3 clusters
  Score: Raw -234375.264326 + Penalty 2547.333398 = -231827.930928
  nChanged 945
		SP:Iteration 1F (166197.740000 sec): 3 clusters
  Score: Raw -235106.012550 + Penalty 2547.333398 = -232558.679152
  nChanged 269
		SP:Iteration 2F (166197.890000 sec): 3 clusters
  Score: Raw -235450.002070 + Penalty 2547.333398 = -232902.668672
  nChanged 214
		SP:Iteration 3F (166198.030000 sec): 3 clusters
  Score: Raw -235697.319448 + Penalty 2547.333398 = -233149.986051
  nChanged 161
		SP:Iteration 4F (166198.180000 sec): 3 clusters
  Score: Raw -235901.722295 + Penalty 2547.333398 = -233354.388897
  nChanged 161
		SP:Iteration 5F (166198.360000 sec): 3 clusters
  Score: Raw -236148.699679 + Penalty 2547.333398 = -233601.366281
  nChanged 126
		SP:Iteration 6Q (166198.500000 sec): 3 clusters
  Score: Raw -236369.845497 + Penalty 2547.333398 = -233822.512099
  nChanged 81
		SP:Iteration 7Q (166198.650000 sec): 3 clusters
  Score: Raw -236470.018893 + Penalty 2547.333398 = -233922.685495
  nChanged 46
		SP:Iteration 8Q (166198.790000 sec): 3 clusters
  Score: Raw -236519.849912 + Penalty 2547.333398 = -233972.516515
  nChanged 28
		SP:Iteration 9Q (166198.940000 sec): 3 clusters
  Score: Raw -236545.394743 + Penalty 2547.333398 = -233998.061345
  nChanged 17
		SP:Iteration 10Q (166199.100000 sec): 3 clusters
  Score: Raw -236557.136794 + Penalty 2547.333398 = -234009.803396
  nChanged 11
		SP:Iteration 11Q (166199.270000 sec): 3 clusters
  Score: Raw -236566.673505 + Penalty 2547.333398 = -234019.340108
  nChanged 8
		SP:Iteration 12Q (166199.430000 sec): 3 clusters
  Score: Raw -236570.699810 + Penalty 2547.333398 = -234023.366412
  nChanged 1
		SP:Iteration 13Q (166199.590000 sec): 3 clusters
  Score: Raw -236570.905109 + Penalty 2547.333398 = -234023.571711
  nChanged 0
		SP:Iteration 14F (166199.750000 sec): 3 clusters
  Score: Raw -236570.905109 + Penalty 2547.333398 = -234023.571711
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (11376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166199.860000 sec): 2 clusters
  Score: Raw -989446.331956 + Penalty 1517.629937 = -987928.702019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166200.070000 sec): 3 clusters
  Score: Raw -982878.090843 + Penalty 3035.259874 = -979842.830969
  nChanged 4990
		SP:Iteration 1F (166200.310000 sec): 3 clusters
  Score: Raw -985924.265877 + Penalty 3035.259874 = -982889.006003
  nChanged 949
		SP:Iteration 2F (166200.490000 sec): 3 clusters
  Score: Raw -986675.091834 + Penalty 3035.259874 = -983639.831959
  nChanged 905
		SP:Iteration 3F (166200.710000 sec): 3 clusters
  Score: Raw -987395.559986 + Penalty 3035.259874 = -984360.300111
  nChanged 821
		SP:Iteration 4F (166200.930000 sec): 3 clusters
  Score: Raw -988014.579148 + Penalty 3035.259874 = -984979.319274
  nChanged 721
		SP:Iteration 5F (166201.150000 sec): 3 clusters
  Score: Raw -988476.458481 + Penalty 3035.259874 = -985441.198606
  nChanged 534
		SP:Iteration 6Q (166201.370000 sec): 3 clusters
  Score: Raw -988740.651051 + Penalty 3035.259874 = -985705.391176
  nChanged 399
		SP:Iteration 7Q (166201.600000 sec): 3 clusters
  Score: Raw -988942.839537 + Penalty 3035.259874 = -985907.579663
  nChanged 338
		SP:Iteration 8Q (166201.820000 sec): 3 clusters
  Score: Raw -989083.857007 + Penalty 3035.259874 = -986048.597133
  nChanged 248
		SP:Iteration 9Q (166202.040000 sec): 3 clusters
  Score: Raw -989177.374305 + Penalty 3035.259874 = -986142.114430
  nChanged 219
		SP:Iteration 10Q (166202.260000 sec): 3 clusters
  Score: Raw -989252.162029 + Penalty 3035.259874 = -986216.902154
  nChanged 178
		SP:Iteration 11Q (166202.450000 sec): 3 clusters
  Score: Raw -989304.699911 + Penalty 3035.259874 = -986269.440037
  nChanged 136
		SP:Iteration 12Q (166202.660000 sec): 3 clusters
  Score: Raw -989347.397192 + Penalty 3035.259874 = -986312.137317
  nChanged 131
		SP:Iteration 13Q (166202.930000 sec): 3 clusters
  Score: Raw -989383.242659 + Penalty 3035.259874 = -986347.982784
  nChanged 131
		SP:Iteration 14Q (166203.120000 sec): 3 clusters
  Score: Raw -989416.509907 + Penalty 3035.259874 = -986381.250033
  nChanged 109
		SP:Iteration 15Q (166203.340000 sec): 3 clusters
  Score: Raw -989441.509840 + Penalty 3035.259874 = -986406.249966
  nChanged 103
		SP:Iteration 16Q (166203.590000 sec): 3 clusters
  Score: Raw -989466.043283 + Penalty 3035.259874 = -986430.783409
  nChanged 98
		SP:Iteration 17Q (166203.740000 sec): 3 clusters
  Score: Raw -989488.418181 + Penalty 3035.259874 = -986453.158307
  nChanged 87
		SP:Iteration 18Q (166203.960000 sec): 3 clusters
  Score: Raw -989508.323636 + Penalty 3035.259874 = -986473.063762
  nChanged 98
		SP:Iteration 19Q (166204.220000 sec): 3 clusters
  Score: Raw -989531.709198 + Penalty 3035.259874 = -986496.449324
  nChanged 97
		SP:Iteration 20F (166204.380000 sec): 3 clusters
  Score: Raw -989556.502643 + Penalty 3035.259874 = -986521.242769
  nChanged 108
		SP:Iteration 21Q (166204.640000 sec): 3 clusters
  Score: Raw -989587.441688 + Penalty 3035.259874 = -986552.181814
  nChanged 112
		SP:Iteration 22Q (166204.840000 sec): 3 clusters
  Score: Raw -989619.728790 + Penalty 3035.259874 = -986584.468915
  nChanged 100
		SP:Iteration 23Q (166205.030000 sec): 3 clusters
  Score: Raw -989645.361382 + Penalty 3035.259874 = -986610.101508
  nChanged 83
		SP:Iteration 24Q (166205.250000 sec): 3 clusters
  Score: Raw -989662.324569 + Penalty 3035.259874 = -986627.064695
  nChanged 88
		SP:Iteration 25Q (166205.470000 sec): 3 clusters
  Score: Raw -989683.678496 + Penalty 3035.259874 = -986648.418621
  nChanged 91
		SP:Iteration 26Q (166205.730000 sec): 3 clusters
  Score: Raw -989710.429837 + Penalty 3035.259874 = -986675.169963
  nChanged 94
		SP:Iteration 27Q (166205.890000 sec): 3 clusters
  Score: Raw -989737.737730 + Penalty 3035.259874 = -986702.477855
  nChanged 95
		SP:Iteration 28Q (166206.120000 sec): 3 clusters
  Score: Raw -989764.425040 + Penalty 3035.259874 = -986729.165165
  nChanged 94
		SP:Iteration 29Q (166206.380000 sec): 3 clusters
  Score: Raw -989788.913661 + Penalty 3035.259874 = -986753.653787
  nChanged 103
		SP:Iteration 30Q (166206.650000 sec): 3 clusters
  Score: Raw -989822.295738 + Penalty 3035.259874 = -986787.035864
  nChanged 123
		SP:Iteration 31Q (166206.850000 sec): 3 clusters
  Score: Raw -989864.490212 + Penalty 3035.259874 = -986829.230337
  nChanged 123
		SP:Iteration 32Q (166207.050000 sec): 3 clusters
  Score: Raw -989912.785460 + Penalty 3035.259874 = -986877.525586
  nChanged 142
		SP:Iteration 33Q (166207.240000 sec): 3 clusters
  Score: Raw -989972.971941 + Penalty 3035.259874 = -986937.712067
  nChanged 140
		SP:Iteration 34Q (166207.440000 sec): 3 clusters
  Score: Raw -990028.512871 + Penalty 3035.259874 = -986993.252996
  nChanged 122
		SP:Iteration 35Q (166207.640000 sec): 3 clusters
  Score: Raw -990079.831287 + Penalty 3035.259874 = -987044.571412
  nChanged 132
		SP:Iteration 36Q (166207.880000 sec): 3 clusters
  Score: Raw -990142.880880 + Penalty 3035.259874 = -987107.621006
  nChanged 136
		SP:Iteration 37Q (166208.110000 sec): 3 clusters
  Score: Raw -990212.045862 + Penalty 3035.259874 = -987176.785987
  nChanged 132
		SP:Iteration 38Q (166208.350000 sec): 3 clusters
  Score: Raw -990277.002670 + Penalty 3035.259874 = -987241.742796
  nChanged 128
		SP:Iteration 39Q (166208.580000 sec): 3 clusters
  Score: Raw -990350.657290 + Penalty 3035.259874 = -987315.397416
  nChanged 146
		SP:Iteration 40F (166208.870000 sec): 3 clusters
  Score: Raw -990442.723288 + Penalty 3035.259874 = -987407.463414
  nChanged 146
		SP:Iteration 41Q (166209.130000 sec): 3 clusters
  Score: Raw -990521.098660 + Penalty 3035.259874 = -987485.838786
  nChanged 121
		SP:Iteration 42Q (166209.320000 sec): 3 clusters
  Score: Raw -990574.727767 + Penalty 3035.259874 = -987539.467893
  nChanged 101
		SP:Iteration 43Q (166209.560000 sec): 3 clusters
  Score: Raw -990620.856833 + Penalty 3035.259874 = -987585.596959
  nChanged 88
		SP:Iteration 44Q (166209.790000 sec): 3 clusters
  Score: Raw -990664.502805 + Penalty 3035.259874 = -987629.242931
  nChanged 85
		SP:Iteration 45Q (166210.020000 sec): 3 clusters
  Score: Raw -990704.244895 + Penalty 3035.259874 = -987668.985020
  nChanged 68
		SP:Iteration 46Q (166210.230000 sec): 3 clusters
  Score: Raw -990733.033516 + Penalty 3035.259874 = -987697.773641
  nChanged 57
		SP:Iteration 47Q (166210.450000 sec): 3 clusters
  Score: Raw -990758.421145 + Penalty 3035.259874 = -987723.161271
  nChanged 46
		SP:Iteration 48Q (166210.700000 sec): 3 clusters
  Score: Raw -990771.866088 + Penalty 3035.259874 = -987736.606213
  nChanged 30
		SP:Iteration 49Q (166210.890000 sec): 3 clusters
  Score: Raw -990778.968254 + Penalty 3035.259874 = -987743.708380
  nChanged 24
		SP:Iteration 50Q (166211.140000 sec): 3 clusters
  Score: Raw -990783.791476 + Penalty 3035.259874 = -987748.531601
  nChanged 19
		SP:Iteration 51Q (166211.390000 sec): 3 clusters
  Score: Raw -990786.794027 + Penalty 3035.259874 = -987751.534153
  nChanged 14
		SP:Iteration 52Q (166211.640000 sec): 3 clusters
  Score: Raw -990788.947162 + Penalty 3035.259874 = -987753.687287
  nChanged 11
		SP:Iteration 53Q (166211.840000 sec): 3 clusters
  Score: Raw -990790.800337 + Penalty 3035.259874 = -987755.540463
  nChanged 8
		SP:Iteration 54Q (166212.060000 sec): 3 clusters
  Score: Raw -990791.546012 + Penalty 3035.259874 = -987756.286138
  nChanged 4
		SP:Iteration 55Q (166212.280000 sec): 3 clusters
  Score: Raw -990792.004090 + Penalty 3035.259874 = -987756.744215
  nChanged 2
		SP:Iteration 56Q (166212.520000 sec): 3 clusters
  Score: Raw -990792.366785 + Penalty 3035.259874 = -987757.106910
  nChanged 1
		SP:Iteration 57Q (166212.790000 sec): 3 clusters
  Score: Raw -990792.545925 + Penalty 3035.259874 = -987757.286051
  nChanged 1
		SP:Iteration 58Q (166213.000000 sec): 3 clusters
  Score: Raw -990792.618567 + Penalty 3035.259874 = -987757.358692
  nChanged 1
		SP:Iteration 59Q (166213.190000 sec): 3 clusters
  Score: Raw -990792.779158 + Penalty 3035.259874 = -987757.519283
  nChanged 1
		SP:Iteration 60F (166213.380000 sec): 3 clusters
  Score: Raw -990792.910800 + Penalty 3035.259874 = -987757.650925
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (3341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166213.500000 sec): 2 clusters
  Score: Raw -270803.288319 + Penalty 1318.529134 = -269484.759185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166213.660000 sec): 3 clusters
  Score: Raw -269205.970883 + Penalty 2637.058269 = -266568.912615
  nChanged 1306
		SP:Iteration 1F (166213.820000 sec): 3 clusters
  Score: Raw -270126.502431 + Penalty 2637.058269 = -267489.444162
  nChanged 356
		SP:Iteration 2F (166213.970000 sec): 3 clusters
  Score: Raw -270442.948334 + Penalty 2637.058269 = -267805.890065
  nChanged 257
		SP:Iteration 3F (166214.130000 sec): 3 clusters
  Score: Raw -270662.526331 + Penalty 2637.058269 = -268025.468062
  nChanged 161
		SP:Iteration 4Q (166214.280000 sec): 3 clusters
  Score: Raw -270786.086677 + Penalty 2637.058269 = -268149.028408
  nChanged 137
		SP:Iteration 5Q (166214.440000 sec): 3 clusters
  Score: Raw -270883.579524 + Penalty 2637.058269 = -268246.521255
  nChanged 104
		SP:Iteration 6Q (166214.600000 sec): 3 clusters
  Score: Raw -270952.319407 + Penalty 2637.058269 = -268315.261138
  nChanged 92
		SP:Iteration 7Q (166214.760000 sec): 3 clusters
  Score: Raw -271030.077493 + Penalty 2637.058269 = -268393.019224
  nChanged 85
		SP:Iteration 8Q (166214.920000 sec): 3 clusters
  Score: Raw -271090.779700 + Penalty 2637.058269 = -268453.721431
  nChanged 67
		SP:Iteration 9Q (166215.080000 sec): 3 clusters
  Score: Raw -271137.592758 + Penalty 2637.058269 = -268500.534489
  nChanged 61
		SP:Iteration 10Q (166215.240000 sec): 3 clusters
  Score: Raw -271173.395739 + Penalty 2637.058269 = -268536.337471
  nChanged 50
		SP:Iteration 11Q (166215.400000 sec): 3 clusters
  Score: Raw -271206.136433 + Penalty 2637.058269 = -268569.078165
  nChanged 56
		SP:Iteration 12Q (166215.560000 sec): 3 clusters
  Score: Raw -271252.351928 + Penalty 2637.058269 = -268615.293660
  nChanged 58
		SP:Iteration 13Q (166215.710000 sec): 3 clusters
  Score: Raw -271310.120999 + Penalty 2637.058269 = -268673.062730
  nChanged 56
		SP:Iteration 14Q (166215.870000 sec): 3 clusters
  Score: Raw -271349.896820 + Penalty 2637.058269 = -268712.838551
  nChanged 44
		SP:Iteration 15Q (166216.030000 sec): 3 clusters
  Score: Raw -271376.758560 + Penalty 2637.058269 = -268739.700291
  nChanged 57
		SP:Iteration 16Q (166216.200000 sec): 3 clusters
  Score: Raw -271407.282770 + Penalty 2637.058269 = -268770.224501
  nChanged 32
		SP:Iteration 17Q (166216.370000 sec): 3 clusters
  Score: Raw -271424.149924 + Penalty 2637.058269 = -268787.091656
  nChanged 30
		SP:Iteration 18Q (166216.530000 sec): 3 clusters
  Score: Raw -271445.967162 + Penalty 2637.058269 = -268808.908894
  nChanged 38
		SP:Iteration 19Q (166216.610000 sec): 3 clusters
  Score: Raw -271470.440102 + Penalty 2637.058269 = -268833.381833
  nChanged 31
		SP:Iteration 20F (166216.710000 sec): 3 clusters
  Score: Raw -271489.362858 + Penalty 2637.058269 = -268852.304590
  nChanged 25
		SP:Iteration 21Q (166216.880000 sec): 3 clusters
  Score: Raw -271501.308426 + Penalty 2637.058269 = -268864.250158
  nChanged 24
		SP:Iteration 22Q (166217.060000 sec): 3 clusters
  Score: Raw -271514.051211 + Penalty 2637.058269 = -268876.992943
  nChanged 16
		SP:Iteration 23Q (166217.240000 sec): 3 clusters
  Score: Raw -271521.422640 + Penalty 2637.058269 = -268884.364371
  nChanged 15
		SP:Iteration 24Q (166217.410000 sec): 3 clusters
  Score: Raw -271527.125571 + Penalty 2637.058269 = -268890.067302
  nChanged 19
		SP:Iteration 25Q (166217.590000 sec): 3 clusters
  Score: Raw -271534.934090 + Penalty 2637.058269 = -268897.875821
  nChanged 13
		SP:Iteration 26Q (166217.760000 sec): 3 clusters
  Score: Raw -271540.444292 + Penalty 2637.058269 = -268903.386023
  nChanged 12
		SP:Iteration 27Q (166217.940000 sec): 3 clusters
  Score: Raw -271544.969722 + Penalty 2637.058269 = -268907.911454
  nChanged 14
		SP:Iteration 28Q (166218.120000 sec): 3 clusters
  Score: Raw -271550.905906 + Penalty 2637.058269 = -268913.847637
  nChanged 11
		SP:Iteration 29Q (166218.270000 sec): 3 clusters
  Score: Raw -271556.133075 + Penalty 2637.058269 = -268919.074806
  nChanged 7
		SP:Iteration 30Q (166218.430000 sec): 3 clusters
  Score: Raw -271559.034872 + Penalty 2637.058269 = -268921.976603
  nChanged 10
		SP:Iteration 31Q (166218.580000 sec): 3 clusters
  Score: Raw -271562.229404 + Penalty 2637.058269 = -268925.171135
  nChanged 7
		SP:Iteration 32Q (166218.740000 sec): 3 clusters
  Score: Raw -271564.873787 + Penalty 2637.058269 = -268927.815518
  nChanged 5
		SP:Iteration 33Q (166218.900000 sec): 3 clusters
  Score: Raw -271566.245967 + Penalty 2637.058269 = -268929.187698
  nChanged 7
		SP:Iteration 34Q (166219.050000 sec): 3 clusters
  Score: Raw -271568.954026 + Penalty 2637.058269 = -268931.895757
  nChanged 3
		SP:Iteration 35Q (166219.200000 sec): 3 clusters
  Score: Raw -271569.883622 + Penalty 2637.058269 = -268932.825353
  nChanged 5
		SP:Iteration 36Q (166219.360000 sec): 3 clusters
  Score: Raw -271570.770523 + Penalty 2637.058269 = -268933.712254
  nChanged 1
		SP:Iteration 37Q (166219.550000 sec): 3 clusters
  Score: Raw -271570.902781 + Penalty 2637.058269 = -268933.844512
  nChanged 0
		SP:Iteration 38F (166219.710000 sec): 3 clusters
  Score: Raw -271570.902781 + Penalty 2637.058269 = -268933.844512
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (2075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166219.830000 sec): 2 clusters
  Score: Raw -193774.293494 + Penalty 1241.128920 = -192533.164574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166219.980000 sec): 3 clusters
  Score: Raw -192957.858725 + Penalty 2482.257841 = -190475.600884
  nChanged 729
		SP:Iteration 1F (166220.130000 sec): 3 clusters
  Score: Raw -193493.848097 + Penalty 2482.257841 = -191011.590256
  nChanged 186
		SP:Iteration 2F (166220.280000 sec): 3 clusters
  Score: Raw -193644.108176 + Penalty 2482.257841 = -191161.850335
  nChanged 113
		SP:Iteration 3F (166220.460000 sec): 3 clusters
  Score: Raw -193730.140461 + Penalty 2482.257841 = -191247.882621
  nChanged 73
		SP:Iteration 4Q (166220.610000 sec): 3 clusters
  Score: Raw -193791.066993 + Penalty 2482.257841 = -191308.809152
  nChanged 65
		SP:Iteration 5Q (166220.760000 sec): 3 clusters
  Score: Raw -193832.303469 + Penalty 2482.257841 = -191350.045628
  nChanged 46
		SP:Iteration 6Q (166220.920000 sec): 3 clusters
  Score: Raw -193864.741082 + Penalty 2482.257841 = -191382.483242
  nChanged 38
		SP:Iteration 7Q (166221.080000 sec): 3 clusters
  Score: Raw -193886.693048 + Penalty 2482.257841 = -191404.435208
  nChanged 24
		SP:Iteration 8Q (166221.240000 sec): 3 clusters
  Score: Raw -193900.285339 + Penalty 2482.257841 = -191418.027499
  nChanged 16
		SP:Iteration 9Q (166221.400000 sec): 3 clusters
  Score: Raw -193913.644355 + Penalty 2482.257841 = -191431.386514
  nChanged 17
		SP:Iteration 10Q (166221.560000 sec): 3 clusters
  Score: Raw -193923.237910 + Penalty 2482.257841 = -191440.980070
  nChanged 7
		SP:Iteration 11Q (166221.720000 sec): 3 clusters
  Score: Raw -193927.377343 + Penalty 2482.257841 = -191445.119502
  nChanged 10
		SP:Iteration 12Q (166221.880000 sec): 3 clusters
  Score: Raw -193933.578749 + Penalty 2482.257841 = -191451.320908
  nChanged 11
		SP:Iteration 13Q (166222.040000 sec): 3 clusters
  Score: Raw -193938.941265 + Penalty 2482.257841 = -191456.683425
  nChanged 15
		SP:Iteration 14Q (166222.190000 sec): 3 clusters
  Score: Raw -193949.971748 + Penalty 2482.257841 = -191467.713907
  nChanged 16
		SP:Iteration 15Q (166222.350000 sec): 3 clusters
  Score: Raw -193958.853653 + Penalty 2482.257841 = -191476.595813
  nChanged 12
		SP:Iteration 16Q (166222.500000 sec): 3 clusters
  Score: Raw -193963.769567 + Penalty 2482.257841 = -191481.511726
  nChanged 6
		SP:Iteration 17Q (166222.640000 sec): 3 clusters
  Score: Raw -193965.803477 + Penalty 2482.257841 = -191483.545637
  nChanged 5
		SP:Iteration 18Q (166222.780000 sec): 3 clusters
  Score: Raw -193967.818230 + Penalty 2482.257841 = -191485.560389
  nChanged 4
		SP:Iteration 19Q (166222.910000 sec): 3 clusters
  Score: Raw -193969.649974 + Penalty 2482.257841 = -191487.392133
  nChanged 3
		SP:Iteration 20F (166223.050000 sec): 3 clusters
  Score: Raw -193970.254612 + Penalty 2482.257841 = -191487.996772
  nChanged 1
		SP:Iteration 21Q (166223.190000 sec): 3 clusters
  Score: Raw -193971.017798 + Penalty 2482.257841 = -191488.759958
  nChanged 2
		SP:Iteration 22Q (166223.330000 sec): 3 clusters
  Score: Raw -193971.554828 + Penalty 2482.257841 = -191489.296988
  nChanged 1
		SP:Iteration 23Q (166223.480000 sec): 3 clusters
  Score: Raw -193972.421509 + Penalty 2482.257841 = -191490.163668
  nChanged 4
		SP:Iteration 24Q (166223.630000 sec): 3 clusters
  Score: Raw -193973.704480 + Penalty 2482.257841 = -191491.446639
  nChanged 3
		SP:Iteration 25Q (166223.790000 sec): 3 clusters
  Score: Raw -193975.386082 + Penalty 2482.257841 = -191493.128242
  nChanged 4
		SP:Iteration 26Q (166223.950000 sec): 3 clusters
  Score: Raw -193977.612333 + Penalty 2482.257841 = -191495.354492
  nChanged 5
		SP:Iteration 27Q (166224.110000 sec): 3 clusters
  Score: Raw -193980.916733 + Penalty 2482.257841 = -191498.658892
  nChanged 10
		SP:Iteration 28Q (166224.280000 sec): 3 clusters
  Score: Raw -193985.135636 + Penalty 2482.257841 = -191502.877795
  nChanged 4
		SP:Iteration 29Q (166224.440000 sec): 3 clusters
  Score: Raw -193986.528884 + Penalty 2482.257841 = -191504.271043
  nChanged 2
		SP:Iteration 30Q (166224.610000 sec): 3 clusters
  Score: Raw -193987.502177 + Penalty 2482.257841 = -191505.244336
  nChanged 3
		SP:Iteration 31Q (166224.780000 sec): 3 clusters
  Score: Raw -193989.333006 + Penalty 2482.257841 = -191507.075165
  nChanged 5
		SP:Iteration 32Q (166224.960000 sec): 3 clusters
  Score: Raw -193991.471251 + Penalty 2482.257841 = -191509.213411
  nChanged 4
		SP:Iteration 33Q (166225.130000 sec): 3 clusters
  Score: Raw -193993.496460 + Penalty 2482.257841 = -191511.238619
  nChanged 5
		SP:Iteration 34Q (166225.310000 sec): 3 clusters
  Score: Raw -193995.485436 + Penalty 2482.257841 = -191513.227596
  nChanged 5
		SP:Iteration 35Q (166225.370000 sec): 3 clusters
  Score: Raw -193997.377686 + Penalty 2482.257841 = -191515.119845
  nChanged 4
		SP:Iteration 36Q (166225.420000 sec): 3 clusters
  Score: Raw -193998.977145 + Penalty 2482.257841 = -191516.719304
  nChanged 3
		SP:Iteration 37Q (166225.460000 sec): 3 clusters
  Score: Raw -193999.764834 + Penalty 2482.257841 = -191517.506993
  nChanged 1
		SP:Iteration 38Q (166225.500000 sec): 3 clusters
  Score: Raw -193999.855903 + Penalty 2482.257841 = -191517.598062
  nChanged 0
		SP:Iteration 39F (166225.540000 sec): 3 clusters
  Score: Raw -193999.855903 + Penalty 2482.257841 = -191517.598062
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (4821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166225.670000 sec): 2 clusters
  Score: Raw -376380.926193 + Penalty 1378.119706 = -375002.806487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166225.830000 sec): 3 clusters
  Score: Raw -373869.632011 + Penalty 2756.239413 = -371113.392598
  nChanged 2010
		SP:Iteration 1F (166225.990000 sec): 3 clusters
  Score: Raw -375306.793433 + Penalty 2756.239413 = -372550.554021
  nChanged 478
		SP:Iteration 2F (166226.150000 sec): 3 clusters
  Score: Raw -375666.001752 + Penalty 2756.239413 = -372909.762339
  nChanged 330
		SP:Iteration 3F (166226.320000 sec): 3 clusters
  Score: Raw -375905.238904 + Penalty 2756.239413 = -373148.999492
  nChanged 257
		SP:Iteration 4F (166226.490000 sec): 3 clusters
  Score: Raw -376074.181128 + Penalty 2756.239413 = -373317.941716
  nChanged 194
		SP:Iteration 5Q (166226.650000 sec): 3 clusters
  Score: Raw -376174.579904 + Penalty 2756.239413 = -373418.340491
  nChanged 144
		SP:Iteration 6Q (166226.810000 sec): 3 clusters
  Score: Raw -376247.235448 + Penalty 2756.239413 = -373490.996035
  nChanged 109
		SP:Iteration 7Q (166226.970000 sec): 3 clusters
  Score: Raw -376295.103078 + Penalty 2756.239413 = -373538.863665
  nChanged 75
		SP:Iteration 8Q (166227.130000 sec): 3 clusters
  Score: Raw -376327.126529 + Penalty 2756.239413 = -373570.887117
  nChanged 74
		SP:Iteration 9Q (166227.290000 sec): 3 clusters
  Score: Raw -376366.688839 + Penalty 2756.239413 = -373610.449427
  nChanged 85
		SP:Iteration 10Q (166227.460000 sec): 3 clusters
  Score: Raw -376404.081269 + Penalty 2756.239413 = -373647.841856
  nChanged 80
		SP:Iteration 11Q (166227.630000 sec): 3 clusters
  Score: Raw -376441.922838 + Penalty 2756.239413 = -373685.683425
  nChanged 77
		SP:Iteration 12Q (166227.790000 sec): 3 clusters
  Score: Raw -376476.112324 + Penalty 2756.239413 = -373719.872912
  nChanged 70
		SP:Iteration 13Q (166227.950000 sec): 3 clusters
  Score: Raw -376505.231062 + Penalty 2756.239413 = -373748.991649
  nChanged 55
		SP:Iteration 14Q (166228.110000 sec): 3 clusters
  Score: Raw -376526.996581 + Penalty 2756.239413 = -373770.757168
  nChanged 45
		SP:Iteration 15Q (166228.270000 sec): 3 clusters
  Score: Raw -376545.976705 + Penalty 2756.239413 = -373789.737292
  nChanged 54
		SP:Iteration 16Q (166228.430000 sec): 3 clusters
  Score: Raw -376573.763804 + Penalty 2756.239413 = -373817.524391
  nChanged 58
		SP:Iteration 17Q (166228.600000 sec): 3 clusters
  Score: Raw -376599.764431 + Penalty 2756.239413 = -373843.525019
  nChanged 48
		SP:Iteration 18Q (166228.760000 sec): 3 clusters
  Score: Raw -376623.118892 + Penalty 2756.239413 = -373866.879479
  nChanged 57
		SP:Iteration 19Q (166228.960000 sec): 3 clusters
  Score: Raw -376653.749078 + Penalty 2756.239413 = -373897.509665
  nChanged 55
		SP:Iteration 20F (166229.120000 sec): 3 clusters
  Score: Raw -376681.412452 + Penalty 2756.239413 = -373925.173040
  nChanged 50
		SP:Iteration 21Q (166229.280000 sec): 3 clusters
  Score: Raw -376706.943759 + Penalty 2756.239413 = -373950.704346
  nChanged 50
		SP:Iteration 22Q (166229.440000 sec): 3 clusters
  Score: Raw -376730.108601 + Penalty 2756.239413 = -373973.869188
  nChanged 40
		SP:Iteration 23Q (166229.600000 sec): 3 clusters
  Score: Raw -376747.268694 + Penalty 2756.239413 = -373991.029281
  nChanged 34
		SP:Iteration 24Q (166229.760000 sec): 3 clusters
  Score: Raw -376759.896748 + Penalty 2756.239413 = -374003.657335
  nChanged 26
		SP:Iteration 25Q (166229.920000 sec): 3 clusters
  Score: Raw -376770.403871 + Penalty 2756.239413 = -374014.164459
  nChanged 18
		SP:Iteration 26Q (166230.080000 sec): 3 clusters
  Score: Raw -376779.187779 + Penalty 2756.239413 = -374022.948366
  nChanged 23
		SP:Iteration 27Q (166230.280000 sec): 3 clusters
  Score: Raw -376793.112453 + Penalty 2756.239413 = -374036.873041
  nChanged 26
		SP:Iteration 28Q (166230.410000 sec): 3 clusters
  Score: Raw -376805.909437 + Penalty 2756.239413 = -374049.670025
  nChanged 28
		SP:Iteration 29Q (166230.570000 sec): 3 clusters
  Score: Raw -376820.597131 + Penalty 2756.239413 = -374064.357718
  nChanged 25
		SP:Iteration 30Q (166230.730000 sec): 3 clusters
  Score: Raw -376832.047297 + Penalty 2756.239413 = -374075.807884
  nChanged 26
		SP:Iteration 31Q (166230.900000 sec): 3 clusters
  Score: Raw -376847.544245 + Penalty 2756.239413 = -374091.304832
  nChanged 30
		SP:Iteration 32Q (166231.060000 sec): 3 clusters
  Score: Raw -376858.570867 + Penalty 2756.239413 = -374102.331454
  nChanged 20
		SP:Iteration 33Q (166231.290000 sec): 3 clusters
  Score: Raw -376867.928644 + Penalty 2756.239413 = -374111.689232
  nChanged 17
		SP:Iteration 34Q (166231.450000 sec): 3 clusters
  Score: Raw -376873.807319 + Penalty 2756.239413 = -374117.567906
  nChanged 12
		SP:Iteration 35Q (166231.610000 sec): 3 clusters
  Score: Raw -376876.464629 + Penalty 2756.239413 = -374120.225217
  nChanged 5
		SP:Iteration 36Q (166231.750000 sec): 3 clusters
  Score: Raw -376877.204322 + Penalty 2756.239413 = -374120.964910
  nChanged 0
		SP:Iteration 37F (166231.920000 sec): 3 clusters
  Score: Raw -376877.204322 + Penalty 2756.239413 = -374120.964910
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (2845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166231.990000 sec): 2 clusters
  Score: Raw -234968.690746 + Penalty 1292.414231 = -233676.276514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166232.180000 sec): 3 clusters
  Score: Raw -233680.342285 + Penalty 2584.828463 = -231095.513822
  nChanged 1059
		SP:Iteration 1F (166232.320000 sec): 3 clusters
  Score: Raw -234446.828154 + Penalty 2584.828463 = -231861.999691
  nChanged 276
		SP:Iteration 2F (166232.470000 sec): 3 clusters
  Score: Raw -234772.870477 + Penalty 2584.828463 = -232188.042014
  nChanged 258
		SP:Iteration 3F (166232.620000 sec): 3 clusters
  Score: Raw -235126.865095 + Penalty 2584.828463 = -232542.036632
  nChanged 190
		SP:Iteration 4F (166232.780000 sec): 3 clusters
  Score: Raw -235367.394578 + Penalty 2584.828463 = -232782.566115
  nChanged 165
		SP:Iteration 5F (166232.940000 sec): 3 clusters
  Score: Raw -235542.338211 + Penalty 2584.828463 = -232957.509748
  nChanged 104
		SP:Iteration 6Q (166233.090000 sec): 3 clusters
  Score: Raw -235649.510376 + Penalty 2584.828463 = -233064.681913
  nChanged 81
		SP:Iteration 7Q (166233.250000 sec): 3 clusters
  Score: Raw -235716.921705 + Penalty 2584.828463 = -233132.093242
  nChanged 53
		SP:Iteration 8Q (166233.400000 sec): 3 clusters
  Score: Raw -235755.358742 + Penalty 2584.828463 = -233170.530279
  nChanged 39
		SP:Iteration 9Q (166233.560000 sec): 3 clusters
  Score: Raw -235788.706382 + Penalty 2584.828463 = -233203.877920
  nChanged 41
		SP:Iteration 10Q (166233.770000 sec): 3 clusters
  Score: Raw -235820.322871 + Penalty 2584.828463 = -233235.494408
  nChanged 27
		SP:Iteration 11Q (166233.870000 sec): 3 clusters
  Score: Raw -235837.375482 + Penalty 2584.828463 = -233252.547020
  nChanged 21
		SP:Iteration 12Q (166234.020000 sec): 3 clusters
  Score: Raw -235848.962322 + Penalty 2584.828463 = -233264.133860
  nChanged 20
		SP:Iteration 13Q (166234.160000 sec): 3 clusters
  Score: Raw -235860.753959 + Penalty 2584.828463 = -233275.925496
  nChanged 18
		SP:Iteration 14Q (166234.300000 sec): 3 clusters
  Score: Raw -235871.322665 + Penalty 2584.828463 = -233286.494203
  nChanged 15
		SP:Iteration 15Q (166234.450000 sec): 3 clusters
  Score: Raw -235876.682491 + Penalty 2584.828463 = -233291.854029
  nChanged 13
		SP:Iteration 16Q (166234.590000 sec): 3 clusters
  Score: Raw -235881.684893 + Penalty 2584.828463 = -233296.856431
  nChanged 12
		SP:Iteration 17Q (166234.740000 sec): 3 clusters
  Score: Raw -235886.672081 + Penalty 2584.828463 = -233301.843618
  nChanged 10
		SP:Iteration 18Q (166234.900000 sec): 3 clusters
  Score: Raw -235891.515221 + Penalty 2584.828463 = -233306.686759
  nChanged 6
		SP:Iteration 19Q (166235.040000 sec): 3 clusters
  Score: Raw -235894.139147 + Penalty 2584.828463 = -233309.310684
  nChanged 6
		SP:Iteration 20F (166235.180000 sec): 3 clusters
  Score: Raw -235896.580420 + Penalty 2584.828463 = -233311.751958
  nChanged 6
		SP:Iteration 21Q (166235.330000 sec): 3 clusters
  Score: Raw -235899.360474 + Penalty 2584.828463 = -233314.532011
  nChanged 6
		SP:Iteration 22Q (166235.500000 sec): 3 clusters
  Score: Raw -235902.981386 + Penalty 2584.828463 = -233318.152924
  nChanged 5
		SP:Iteration 23Q (166235.640000 sec): 3 clusters
  Score: Raw -235905.655070 + Penalty 2584.828463 = -233320.826607
  nChanged 6
		SP:Iteration 24Q (166235.800000 sec): 3 clusters
  Score: Raw -235908.422968 + Penalty 2584.828463 = -233323.594505
  nChanged 5
		SP:Iteration 25Q (166235.960000 sec): 3 clusters
  Score: Raw -235909.895839 + Penalty 2584.828463 = -233325.067376
  nChanged 6
		SP:Iteration 26Q (166236.110000 sec): 3 clusters
  Score: Raw -235912.713464 + Penalty 2584.828463 = -233327.885001
  nChanged 4
		SP:Iteration 27Q (166236.270000 sec): 3 clusters
  Score: Raw -235913.567242 + Penalty 2584.828463 = -233328.738779
  nChanged 2
		SP:Iteration 28Q (166236.430000 sec): 3 clusters
  Score: Raw -235914.240318 + Penalty 2584.828463 = -233329.411855
  nChanged 2
		SP:Iteration 29Q (166236.590000 sec): 3 clusters
  Score: Raw -235914.594396 + Penalty 2584.828463 = -233329.765933
  nChanged 0
		SP:Iteration 30F (166236.740000 sec): 3 clusters
  Score: Raw -235914.594396 + Penalty 2584.828463 = -233329.765933
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166236.830000 sec): 2 clusters
  Score: Raw -410275.249799 + Penalty 1384.660223 = -408890.589576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166237.020000 sec): 3 clusters
  Score: Raw -407671.864234 + Penalty 2769.320447 = -404902.543787
  nChanged 2019
		SP:Iteration 1F (166237.190000 sec): 3 clusters
  Score: Raw -408920.490837 + Penalty 2769.320447 = -406151.170391
  nChanged 438
		SP:Iteration 2F (166237.320000 sec): 3 clusters
  Score: Raw -409221.689045 + Penalty 2769.320447 = -406452.368599
  nChanged 296
		SP:Iteration 3F (166237.470000 sec): 3 clusters
  Score: Raw -409448.421356 + Penalty 2769.320447 = -406679.100909
  nChanged 261
		SP:Iteration 4F (166237.630000 sec): 3 clusters
  Score: Raw -409665.282545 + Penalty 2769.320447 = -406895.962098
  nChanged 247
		SP:Iteration 5Q (166237.790000 sec): 3 clusters
  Score: Raw -409834.204975 + Penalty 2769.320447 = -407064.884528
  nChanged 203
		SP:Iteration 6Q (166237.980000 sec): 3 clusters
  Score: Raw -409980.174301 + Penalty 2769.320447 = -407210.853855
  nChanged 199
		SP:Iteration 7Q (166238.110000 sec): 3 clusters
  Score: Raw -410138.837606 + Penalty 2769.320447 = -407369.517160
  nChanged 184
		SP:Iteration 8Q (166238.270000 sec): 3 clusters
  Score: Raw -410269.814870 + Penalty 2769.320447 = -407500.494423
  nChanged 153
		SP:Iteration 9Q (166238.420000 sec): 3 clusters
  Score: Raw -410368.489248 + Penalty 2769.320447 = -407599.168801
  nChanged 125
		SP:Iteration 10Q (166238.580000 sec): 3 clusters
  Score: Raw -410447.816535 + Penalty 2769.320447 = -407678.496088
  nChanged 122
		SP:Iteration 11Q (166238.740000 sec): 3 clusters
  Score: Raw -410538.705978 + Penalty 2769.320447 = -407769.385532
  nChanged 125
		SP:Iteration 12Q (166238.890000 sec): 3 clusters
  Score: Raw -410624.194953 + Penalty 2769.320447 = -407854.874506
  nChanged 101
		SP:Iteration 13Q (166239.050000 sec): 3 clusters
  Score: Raw -410685.260673 + Penalty 2769.320447 = -407915.940227
  nChanged 93
		SP:Iteration 14Q (166239.200000 sec): 3 clusters
  Score: Raw -410738.819934 + Penalty 2769.320447 = -407969.499488
  nChanged 77
		SP:Iteration 15Q (166239.360000 sec): 3 clusters
  Score: Raw -410780.705758 + Penalty 2769.320447 = -408011.385312
  nChanged 70
		SP:Iteration 16Q (166239.510000 sec): 3 clusters
  Score: Raw -410820.247534 + Penalty 2769.320447 = -408050.927087
  nChanged 62
		SP:Iteration 17Q (166239.650000 sec): 3 clusters
  Score: Raw -410856.804252 + Penalty 2769.320447 = -408087.483805
  nChanged 50
		SP:Iteration 18Q (166239.800000 sec): 3 clusters
  Score: Raw -410884.746313 + Penalty 2769.320447 = -408115.425866
  nChanged 42
		SP:Iteration 19Q (166239.940000 sec): 3 clusters
  Score: Raw -410906.056689 + Penalty 2769.320447 = -408136.736243
  nChanged 26
		SP:Iteration 20F (166240.080000 sec): 3 clusters
  Score: Raw -410916.898710 + Penalty 2769.320447 = -408147.578263
  nChanged 22
		SP:Iteration 21Q (166240.230000 sec): 3 clusters
  Score: Raw -410927.080960 + Penalty 2769.320447 = -408157.760513
  nChanged 22
		SP:Iteration 22Q (166240.380000 sec): 3 clusters
  Score: Raw -410938.220561 + Penalty 2769.320447 = -408168.900114
  nChanged 19
		SP:Iteration 23Q (166240.530000 sec): 3 clusters
  Score: Raw -410945.635064 + Penalty 2769.320447 = -408176.314617
  nChanged 13
		SP:Iteration 24Q (166240.680000 sec): 3 clusters
  Score: Raw -410950.276007 + Penalty 2769.320447 = -408180.955561
  nChanged 12
		SP:Iteration 25Q (166240.840000 sec): 3 clusters
  Score: Raw -410954.595588 + Penalty 2769.320447 = -408185.275142
  nChanged 6
		SP:Iteration 26Q (166241.000000 sec): 3 clusters
  Score: Raw -410957.722794 + Penalty 2769.320447 = -408188.402348
  nChanged 14
		SP:Iteration 27Q (166241.150000 sec): 3 clusters
  Score: Raw -410963.046792 + Penalty 2769.320447 = -408193.726346
  nChanged 9
		SP:Iteration 28Q (166241.300000 sec): 3 clusters
  Score: Raw -410966.113986 + Penalty 2769.320447 = -408196.793539
  nChanged 7
		SP:Iteration 29Q (166241.460000 sec): 3 clusters
  Score: Raw -410969.622363 + Penalty 2769.320447 = -408200.301916
  nChanged 8
		SP:Iteration 30Q (166241.620000 sec): 3 clusters
  Score: Raw -410972.182008 + Penalty 2769.320447 = -408202.861561
  nChanged 4
		SP:Iteration 31Q (166241.780000 sec): 3 clusters
  Score: Raw -410973.627276 + Penalty 2769.320447 = -408204.306829
  nChanged 3
		SP:Iteration 32Q (166241.930000 sec): 3 clusters
  Score: Raw -410974.504807 + Penalty 2769.320447 = -408205.184360
  nChanged 1
		SP:Iteration 33Q (166242.090000 sec): 3 clusters
  Score: Raw -410974.750643 + Penalty 2769.320447 = -408205.430197
  nChanged 1
		SP:Iteration 34Q (166242.320000 sec): 3 clusters
  Score: Raw -410974.955478 + Penalty 2769.320447 = -408205.635031
  nChanged 0
		SP:Iteration 35F (166242.450000 sec): 3 clusters
  Score: Raw -410974.955478 + Penalty 2769.320447 = -408205.635031
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (12211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166242.590000 sec): 2 clusters
  Score: Raw -1176715.935913 + Penalty 1529.140025 = -1175186.795888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166242.830000 sec): 3 clusters
  Score: Raw -1169614.106876 + Penalty 3058.280051 = -1166555.826825
  nChanged 5361
		SP:Iteration 1F (166243.110000 sec): 3 clusters
  Score: Raw -1172533.377423 + Penalty 3058.280051 = -1169475.097372
  nChanged 794
		SP:Iteration 2F (166243.300000 sec): 3 clusters
  Score: Raw -1172957.347455 + Penalty 3058.280051 = -1169899.067404
  nChanged 746
		SP:Iteration 3F (166243.550000 sec): 3 clusters
  Score: Raw -1173358.505828 + Penalty 3058.280051 = -1170300.225778
  nChanged 741
		SP:Iteration 4F (166243.780000 sec): 3 clusters
  Score: Raw -1173782.552724 + Penalty 3058.280051 = -1170724.272673
  nChanged 709
		SP:Iteration 5F (166244.010000 sec): 3 clusters
  Score: Raw -1174226.806054 + Penalty 3058.280051 = -1171168.526004
  nChanged 684
		SP:Iteration 6F (166244.270000 sec): 3 clusters
  Score: Raw -1174664.550616 + Penalty 3058.280051 = -1171606.270565
  nChanged 647
		SP:Iteration 7F (166244.500000 sec): 3 clusters
  Score: Raw -1175073.097238 + Penalty 3058.280051 = -1172014.817188
  nChanged 568
		SP:Iteration 8Q (166244.760000 sec): 3 clusters
  Score: Raw -1175497.157134 + Penalty 3058.280051 = -1172438.877083
  nChanged 560
		SP:Iteration 9Q (166244.990000 sec): 3 clusters
  Score: Raw -1175916.311531 + Penalty 3058.280051 = -1172858.031480
  nChanged 520
		SP:Iteration 10Q (166245.210000 sec): 3 clusters
  Score: Raw -1176289.012561 + Penalty 3058.280051 = -1173230.732511
  nChanged 462
		SP:Iteration 11Q (166245.430000 sec): 3 clusters
  Score: Raw -1176572.819550 + Penalty 3058.280051 = -1173514.539499
  nChanged 388
		SP:Iteration 12Q (166245.700000 sec): 3 clusters
  Score: Raw -1176792.853535 + Penalty 3058.280051 = -1173734.573484
  nChanged 319
		SP:Iteration 13Q (166245.860000 sec): 3 clusters
  Score: Raw -1176949.782558 + Penalty 3058.280051 = -1173891.502507
  nChanged 263
		SP:Iteration 14Q (166246.070000 sec): 3 clusters
  Score: Raw -1177068.361704 + Penalty 3058.280051 = -1174010.081653
  nChanged 237
		SP:Iteration 15Q (166246.350000 sec): 3 clusters
  Score: Raw -1177166.013196 + Penalty 3058.280051 = -1174107.733146
  nChanged 204
		SP:Iteration 16Q (166246.530000 sec): 3 clusters
  Score: Raw -1177246.802464 + Penalty 3058.280051 = -1174188.522414
  nChanged 169
		SP:Iteration 17Q (166246.710000 sec): 3 clusters
  Score: Raw -1177310.013303 + Penalty 3058.280051 = -1174251.733252
  nChanged 144
		SP:Iteration 18Q (166246.900000 sec): 3 clusters
  Score: Raw -1177366.210476 + Penalty 3058.280051 = -1174307.930425
  nChanged 165
		SP:Iteration 19Q (166247.140000 sec): 3 clusters
  Score: Raw -1177439.537347 + Penalty 3058.280051 = -1174381.257296
  nChanged 144
		SP:Iteration 20F (166247.310000 sec): 3 clusters
  Score: Raw -1177498.454271 + Penalty 3058.280051 = -1174440.174220
  nChanged 112
		SP:Iteration 21Q (166247.510000 sec): 3 clusters
  Score: Raw -1177537.342365 + Penalty 3058.280051 = -1174479.062314
  nChanged 97
		SP:Iteration 22Q (166247.690000 sec): 3 clusters
  Score: Raw -1177569.836404 + Penalty 3058.280051 = -1174511.556353
  nChanged 74
		SP:Iteration 23Q (166247.890000 sec): 3 clusters
  Score: Raw -1177593.418183 + Penalty 3058.280051 = -1174535.138132
  nChanged 64
		SP:Iteration 24Q (166248.160000 sec): 3 clusters
  Score: Raw -1177608.569233 + Penalty 3058.280051 = -1174550.289182
  nChanged 54
		SP:Iteration 25Q (166248.320000 sec): 3 clusters
  Score: Raw -1177622.858053 + Penalty 3058.280051 = -1174564.578002
  nChanged 38
		SP:Iteration 26Q (166248.510000 sec): 3 clusters
  Score: Raw -1177633.703196 + Penalty 3058.280051 = -1174575.423146
  nChanged 39
		SP:Iteration 27Q (166248.710000 sec): 3 clusters
  Score: Raw -1177644.626323 + Penalty 3058.280051 = -1174586.346272
  nChanged 42
		SP:Iteration 28Q (166248.890000 sec): 3 clusters
  Score: Raw -1177657.144693 + Penalty 3058.280051 = -1174598.864643
  nChanged 33
		SP:Iteration 29Q (166249.110000 sec): 3 clusters
  Score: Raw -1177665.088561 + Penalty 3058.280051 = -1174606.808510
  nChanged 16
		SP:Iteration 30Q (166249.310000 sec): 3 clusters
  Score: Raw -1177668.752722 + Penalty 3058.280051 = -1174610.472672
  nChanged 15
		SP:Iteration 31Q (166249.490000 sec): 3 clusters
  Score: Raw -1177671.481041 + Penalty 3058.280051 = -1174613.200990
  nChanged 9
		SP:Iteration 32Q (166249.700000 sec): 3 clusters
  Score: Raw -1177673.634960 + Penalty 3058.280051 = -1174615.354909
  nChanged 9
		SP:Iteration 33Q (166249.900000 sec): 3 clusters
  Score: Raw -1177675.471803 + Penalty 3058.280051 = -1174617.191753
  nChanged 7
		SP:Iteration 34Q (166250.110000 sec): 3 clusters
  Score: Raw -1177676.491316 + Penalty 3058.280051 = -1174618.211265
  nChanged 4
		SP:Iteration 35Q (166250.350000 sec): 3 clusters
  Score: Raw -1177677.301764 + Penalty 3058.280051 = -1174619.021713
  nChanged 2
		SP:Iteration 36Q (166250.590000 sec): 3 clusters
  Score: Raw -1177677.542071 + Penalty 3058.280051 = -1174619.262020
  nChanged 3
		SP:Iteration 37Q (166250.780000 sec): 3 clusters
  Score: Raw -1177678.015125 + Penalty 3058.280051 = -1174619.735075
  nChanged 1
		SP:Iteration 38Q (166250.970000 sec): 3 clusters
  Score: Raw -1177678.135320 + Penalty 3058.280051 = -1174619.855270
  nChanged 1
		SP:Iteration 39Q (166251.210000 sec): 3 clusters
  Score: Raw -1177678.223172 + Penalty 3058.280051 = -1174619.943121
  nChanged 0
		SP:Iteration 40F (166251.450000 sec): 3 clusters
  Score: Raw -1177678.223172 + Penalty 3058.280051 = -1174619.943121
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (8439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166251.590000 sec): 2 clusters
  Score: Raw -706171.405193 + Penalty 1469.100603 = -704702.304590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166251.770000 sec): 3 clusters
  Score: Raw -701536.086995 + Penalty 2938.201207 = -698597.885789
  nChanged 3632
		SP:Iteration 1F (166251.930000 sec): 3 clusters
  Score: Raw -703710.119062 + Penalty 2938.201207 = -700771.917855
  nChanged 647
		SP:Iteration 2F (166252.110000 sec): 3 clusters
  Score: Raw -704118.368270 + Penalty 2938.201207 = -701180.167064
  nChanged 563
		SP:Iteration 3F (166252.350000 sec): 3 clusters
  Score: Raw -704438.800118 + Penalty 2938.201207 = -701500.598912
  nChanged 496
		SP:Iteration 4F (166252.480000 sec): 3 clusters
  Score: Raw -704737.051531 + Penalty 2938.201207 = -701798.850325
  nChanged 447
		SP:Iteration 5F (166252.650000 sec): 3 clusters
  Score: Raw -705020.056004 + Penalty 2938.201207 = -702081.854797
  nChanged 412
		SP:Iteration 6Q (166252.850000 sec): 3 clusters
  Score: Raw -705276.939859 + Penalty 2938.201207 = -702338.738652
  nChanged 336
		SP:Iteration 7Q (166253.020000 sec): 3 clusters
  Score: Raw -705474.893561 + Penalty 2938.201207 = -702536.692354
  nChanged 284
		SP:Iteration 8Q (166253.150000 sec): 3 clusters
  Score: Raw -705646.812220 + Penalty 2938.201207 = -702708.611014
  nChanged 260
		SP:Iteration 9Q (166253.320000 sec): 3 clusters
  Score: Raw -705833.937439 + Penalty 2938.201207 = -702895.736233
  nChanged 248
		SP:Iteration 10Q (166253.480000 sec): 3 clusters
  Score: Raw -706008.844551 + Penalty 2938.201207 = -703070.643345
  nChanged 206
		SP:Iteration 11Q (166253.650000 sec): 3 clusters
  Score: Raw -706135.264054 + Penalty 2938.201207 = -703197.062848
  nChanged 174
		SP:Iteration 12Q (166253.820000 sec): 3 clusters
  Score: Raw -706242.915670 + Penalty 2938.201207 = -703304.714464
  nChanged 153
		SP:Iteration 13Q (166253.990000 sec): 3 clusters
  Score: Raw -706335.868345 + Penalty 2938.201207 = -703397.667138
  nChanged 146
		SP:Iteration 14Q (166254.170000 sec): 3 clusters
  Score: Raw -706441.105729 + Penalty 2938.201207 = -703502.904522
  nChanged 141
		SP:Iteration 15Q (166254.340000 sec): 3 clusters
  Score: Raw -706556.419112 + Penalty 2938.201207 = -703618.217906
  nChanged 124
		SP:Iteration 16Q (166254.520000 sec): 3 clusters
  Score: Raw -706641.956355 + Penalty 2938.201207 = -703703.755148
  nChanged 107
		SP:Iteration 17Q (166254.680000 sec): 3 clusters
  Score: Raw -706706.187705 + Penalty 2938.201207 = -703767.986498
  nChanged 90
		SP:Iteration 18Q (166254.890000 sec): 3 clusters
  Score: Raw -706767.770116 + Penalty 2938.201207 = -703829.568910
  nChanged 89
		SP:Iteration 19Q (166255.010000 sec): 3 clusters
  Score: Raw -706830.144992 + Penalty 2938.201207 = -703891.943786
  nChanged 84
		SP:Iteration 20F (166255.210000 sec): 3 clusters
  Score: Raw -706888.354042 + Penalty 2938.201207 = -703950.152835
  nChanged 79
		SP:Iteration 21Q (166255.370000 sec): 3 clusters
  Score: Raw -706940.509779 + Penalty 2938.201207 = -704002.308573
  nChanged 73
		SP:Iteration 22Q (166255.530000 sec): 3 clusters
  Score: Raw -706983.460730 + Penalty 2938.201207 = -704045.259523
  nChanged 57
		SP:Iteration 23Q (166255.690000 sec): 3 clusters
  Score: Raw -707013.903960 + Penalty 2938.201207 = -704075.702753
  nChanged 59
		SP:Iteration 24Q (166255.850000 sec): 3 clusters
  Score: Raw -707048.119483 + Penalty 2938.201207 = -704109.918277
  nChanged 58
		SP:Iteration 25Q (166256.000000 sec): 3 clusters
  Score: Raw -707078.542490 + Penalty 2938.201207 = -704140.341284
  nChanged 47
		SP:Iteration 26Q (166256.170000 sec): 3 clusters
  Score: Raw -707096.655291 + Penalty 2938.201207 = -704158.454084
  nChanged 44
		SP:Iteration 27Q (166256.340000 sec): 3 clusters
  Score: Raw -707115.973909 + Penalty 2938.201207 = -704177.772703
  nChanged 42
		SP:Iteration 28Q (166256.550000 sec): 3 clusters
  Score: Raw -707129.455770 + Penalty 2938.201207 = -704191.254563
  nChanged 36
		SP:Iteration 29Q (166256.730000 sec): 3 clusters
  Score: Raw -707144.075776 + Penalty 2938.201207 = -704205.874569
  nChanged 33
		SP:Iteration 30Q (166256.900000 sec): 3 clusters
  Score: Raw -707157.293580 + Penalty 2938.201207 = -704219.092374
  nChanged 29
		SP:Iteration 31Q (166257.070000 sec): 3 clusters
  Score: Raw -707165.759215 + Penalty 2938.201207 = -704227.558009
  nChanged 30
		SP:Iteration 32Q (166257.250000 sec): 3 clusters
  Score: Raw -707173.974402 + Penalty 2938.201207 = -704235.773196
  nChanged 25
		SP:Iteration 33Q (166257.470000 sec): 3 clusters
  Score: Raw -707183.759268 + Penalty 2938.201207 = -704245.558061
  nChanged 21
		SP:Iteration 34Q (166257.680000 sec): 3 clusters
  Score: Raw -707191.866838 + Penalty 2938.201207 = -704253.665631
  nChanged 25
		SP:Iteration 35Q (166257.880000 sec): 3 clusters
  Score: Raw -707200.442510 + Penalty 2938.201207 = -704262.241304
  nChanged 21
		SP:Iteration 36Q (166258.050000 sec): 3 clusters
  Score: Raw -707207.887439 + Penalty 2938.201207 = -704269.686233
  nChanged 25
		SP:Iteration 37Q (166258.230000 sec): 3 clusters
  Score: Raw -707217.208044 + Penalty 2938.201207 = -704279.006838
  nChanged 20
		SP:Iteration 38Q (166258.390000 sec): 3 clusters
  Score: Raw -707221.897686 + Penalty 2938.201207 = -704283.696479
  nChanged 10
		SP:Iteration 39Q (166258.560000 sec): 3 clusters
  Score: Raw -707225.226833 + Penalty 2938.201207 = -704287.025626
  nChanged 9
		SP:Iteration 40F (166258.720000 sec): 3 clusters
  Score: Raw -707226.744832 + Penalty 2938.201207 = -704288.543625
  nChanged 5
		SP:Iteration 41Q (166258.900000 sec): 3 clusters
  Score: Raw -707227.877144 + Penalty 2938.201207 = -704289.675938
  nChanged 6
		SP:Iteration 42Q (166259.140000 sec): 3 clusters
  Score: Raw -707230.116038 + Penalty 2938.201207 = -704291.914831
  nChanged 11
		SP:Iteration 43Q (166259.270000 sec): 3 clusters
  Score: Raw -707236.327012 + Penalty 2938.201207 = -704298.125805
  nChanged 11
		SP:Iteration 44Q (166259.440000 sec): 3 clusters
  Score: Raw -707240.785953 + Penalty 2938.201207 = -704302.584746
  nChanged 13
		SP:Iteration 45Q (166259.600000 sec): 3 clusters
  Score: Raw -707245.020324 + Penalty 2938.201207 = -704306.819117
  nChanged 13
		SP:Iteration 46Q (166259.760000 sec): 3 clusters
  Score: Raw -707248.482068 + Penalty 2938.201207 = -704310.280862
  nChanged 11
		SP:Iteration 47Q (166259.930000 sec): 3 clusters
  Score: Raw -707252.774878 + Penalty 2938.201207 = -704314.573671
  nChanged 16
		SP:Iteration 48Q (166260.100000 sec): 3 clusters
  Score: Raw -707257.294019 + Penalty 2938.201207 = -704319.092813
  nChanged 15
		SP:Iteration 49Q (166260.270000 sec): 3 clusters
  Score: Raw -707261.850935 + Penalty 2938.201207 = -704323.649729
  nChanged 17
		SP:Iteration 50Q (166260.470000 sec): 3 clusters
  Score: Raw -707267.409758 + Penalty 2938.201207 = -704329.208552
  nChanged 22
		SP:Iteration 51Q (166260.690000 sec): 3 clusters
  Score: Raw -707274.753512 + Penalty 2938.201207 = -704336.552305
  nChanged 17
		SP:Iteration 52Q (166260.940000 sec): 3 clusters
  Score: Raw -707283.189360 + Penalty 2938.201207 = -704344.988154
  nChanged 21
		SP:Iteration 53Q (166261.080000 sec): 3 clusters
  Score: Raw -707292.534977 + Penalty 2938.201207 = -704354.333771
  nChanged 23
		SP:Iteration 54Q (166261.260000 sec): 3 clusters
  Score: Raw -707302.673147 + Penalty 2938.201207 = -704364.471941
  nChanged 25
		SP:Iteration 55Q (166261.530000 sec): 3 clusters
  Score: Raw -707315.137275 + Penalty 2938.201207 = -704376.936069
  nChanged 31
		SP:Iteration 56Q (166261.670000 sec): 3 clusters
  Score: Raw -707327.374085 + Penalty 2938.201207 = -704389.172878
  nChanged 33
		SP:Iteration 57Q (166261.880000 sec): 3 clusters
  Score: Raw -707342.938261 + Penalty 2938.201207 = -704404.737054
  nChanged 48
		SP:Iteration 58Q (166262.120000 sec): 3 clusters
  Score: Raw -707367.422743 + Penalty 2938.201207 = -704429.221536
  nChanged 41
		SP:Iteration 59Q (166262.330000 sec): 3 clusters
  Score: Raw -707386.196698 + Penalty 2938.201207 = -704447.995491
  nChanged 30
		SP:Iteration 60F (166262.500000 sec): 3 clusters
  Score: Raw -707400.432698 + Penalty 2938.201207 = -704462.231491
  nChanged 22
		SP:Iteration 61Q (166262.640000 sec): 3 clusters
  Score: Raw -707409.012510 + Penalty 2938.201207 = -704470.811304
  nChanged 19
		SP:Iteration 62Q (166262.800000 sec): 3 clusters
  Score: Raw -707416.292190 + Penalty 2938.201207 = -704478.090984
  nChanged 21
		SP:Iteration 63Q (166262.980000 sec): 3 clusters
  Score: Raw -707423.794027 + Penalty 2938.201207 = -704485.592820
  nChanged 17
		SP:Iteration 64Q (166263.150000 sec): 3 clusters
  Score: Raw -707428.428152 + Penalty 2938.201207 = -704490.226946
  nChanged 13
		SP:Iteration 65Q (166263.330000 sec): 3 clusters
  Score: Raw -707431.435079 + Penalty 2938.201207 = -704493.233872
  nChanged 12
		SP:Iteration 66Q (166263.510000 sec): 3 clusters
  Score: Raw -707434.868725 + Penalty 2938.201207 = -704496.667518
  nChanged 13
		SP:Iteration 67Q (166263.690000 sec): 3 clusters
  Score: Raw -707439.931972 + Penalty 2938.201207 = -704501.730765
  nChanged 16
		SP:Iteration 68Q (166263.870000 sec): 3 clusters
  Score: Raw -707444.262564 + Penalty 2938.201207 = -704506.061357
  nChanged 11
		SP:Iteration 69Q (166264.050000 sec): 3 clusters
  Score: Raw -707447.750902 + Penalty 2938.201207 = -704509.549695
  nChanged 9
		SP:Iteration 70Q (166264.210000 sec): 3 clusters
  Score: Raw -707450.531701 + Penalty 2938.201207 = -704512.330495
  nChanged 9
		SP:Iteration 71Q (166264.390000 sec): 3 clusters
  Score: Raw -707452.906117 + Penalty 2938.201207 = -704514.704911
  nChanged 10
		SP:Iteration 72Q (166264.550000 sec): 3 clusters
  Score: Raw -707454.842478 + Penalty 2938.201207 = -704516.641271
  nChanged 6
		SP:Iteration 73Q (166264.720000 sec): 3 clusters
  Score: Raw -707455.962575 + Penalty 2938.201207 = -704517.761368
  nChanged 6
		SP:Iteration 74Q (166264.880000 sec): 3 clusters
  Score: Raw -707457.634972 + Penalty 2938.201207 = -704519.433766
  nChanged 6
		SP:Iteration 75Q (166265.080000 sec): 3 clusters
  Score: Raw -707458.736271 + Penalty 2938.201207 = -704520.535064
  nChanged 2
		SP:Iteration 76Q (166265.240000 sec): 3 clusters
  Score: Raw -707459.025407 + Penalty 2938.201207 = -704520.824200
  nChanged 1
		SP:Iteration 77Q (166265.410000 sec): 3 clusters
  Score: Raw -707459.525059 + Penalty 2938.201207 = -704521.323853
  nChanged 2
		SP:Iteration 78Q (166265.570000 sec): 3 clusters
  Score: Raw -707460.375984 + Penalty 2938.201207 = -704522.174777
  nChanged 5
		SP:Iteration 79Q (166265.740000 sec): 3 clusters
  Score: Raw -707460.779281 + Penalty 2938.201207 = -704522.578074
  nChanged 2
		SP:Iteration 80F (166265.940000 sec): 3 clusters
  Score: Raw -707460.905295 + Penalty 2938.201207 = -704522.704088
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (2493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166266.020000 sec): 2 clusters
  Score: Raw -201802.710177 + Penalty 1270.951839 = -200531.758339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166266.170000 sec): 3 clusters
  Score: Raw -200699.092069 + Penalty 2541.903677 = -198157.188392
  nChanged 960
		SP:Iteration 1F (166266.320000 sec): 3 clusters
  Score: Raw -201360.221360 + Penalty 2541.903677 = -198818.317683
  nChanged 257
		SP:Iteration 2F (166266.480000 sec): 3 clusters
  Score: Raw -201646.678722 + Penalty 2541.903677 = -199104.775045
  nChanged 183
		SP:Iteration 3F (166266.640000 sec): 3 clusters
  Score: Raw -201861.688327 + Penalty 2541.903677 = -199319.784649
  nChanged 160
		SP:Iteration 4F (166266.790000 sec): 3 clusters
  Score: Raw -202034.444911 + Penalty 2541.903677 = -199492.541234
  nChanged 131
		SP:Iteration 5F (166266.940000 sec): 3 clusters
  Score: Raw -202178.376014 + Penalty 2541.903677 = -199636.472337
  nChanged 98
		SP:Iteration 6Q (166267.110000 sec): 3 clusters
  Score: Raw -202267.422464 + Penalty 2541.903677 = -199725.518787
  nChanged 69
		SP:Iteration 7Q (166267.280000 sec): 3 clusters
  Score: Raw -202321.106670 + Penalty 2541.903677 = -199779.202992
  nChanged 42
		SP:Iteration 8Q (166267.460000 sec): 3 clusters
  Score: Raw -202352.661522 + Penalty 2541.903677 = -199810.757844
  nChanged 37
		SP:Iteration 9Q (166267.640000 sec): 3 clusters
  Score: Raw -202379.449343 + Penalty 2541.903677 = -199837.545666
  nChanged 26
		SP:Iteration 10Q (166267.810000 sec): 3 clusters
  Score: Raw -202392.173561 + Penalty 2541.903677 = -199850.269883
  nChanged 18
		SP:Iteration 11Q (166267.990000 sec): 3 clusters
  Score: Raw -202401.973344 + Penalty 2541.903677 = -199860.069666
  nChanged 15
		SP:Iteration 12Q (166268.160000 sec): 3 clusters
  Score: Raw -202408.217722 + Penalty 2541.903677 = -199866.314045
  nChanged 13
		SP:Iteration 13Q (166268.330000 sec): 3 clusters
  Score: Raw -202415.431765 + Penalty 2541.903677 = -199873.528088
  nChanged 14
		SP:Iteration 14Q (166268.490000 sec): 3 clusters
  Score: Raw -202422.452221 + Penalty 2541.903677 = -199880.548544
  nChanged 9
		SP:Iteration 15Q (166268.670000 sec): 3 clusters
  Score: Raw -202426.774281 + Penalty 2541.903677 = -199884.870604
  nChanged 5
		SP:Iteration 16Q (166268.830000 sec): 3 clusters
  Score: Raw -202428.127712 + Penalty 2541.903677 = -199886.224035
  nChanged 4
		SP:Iteration 17Q (166269.010000 sec): 3 clusters
  Score: Raw -202430.716357 + Penalty 2541.903677 = -199888.812680
  nChanged 5
		SP:Iteration 18Q (166269.180000 sec): 3 clusters
  Score: Raw -202433.498740 + Penalty 2541.903677 = -199891.595062
  nChanged 6
		SP:Iteration 19Q (166269.360000 sec): 3 clusters
  Score: Raw -202436.307754 + Penalty 2541.903677 = -199894.404077
  nChanged 3
		SP:Iteration 20F (166269.530000 sec): 3 clusters
  Score: Raw -202437.584795 + Penalty 2541.903677 = -199895.681118
  nChanged 4
		SP:Iteration 21Q (166269.690000 sec): 3 clusters
  Score: Raw -202439.510256 + Penalty 2541.903677 = -199897.606579
  nChanged 2
		SP:Iteration 22Q (166269.910000 sec): 3 clusters
  Score: Raw -202440.078170 + Penalty 2541.903677 = -199898.174493
  nChanged 3
		SP:Iteration 23Q (166270.020000 sec): 3 clusters
  Score: Raw -202440.858135 + Penalty 2541.903677 = -199898.954458
  nChanged 2
		SP:Iteration 24Q (166270.180000 sec): 3 clusters
  Score: Raw -202441.584889 + Penalty 2541.903677 = -199899.681211
  nChanged 1
		SP:Iteration 25Q (166270.340000 sec): 3 clusters
  Score: Raw -202442.245485 + Penalty 2541.903677 = -199900.341808
  nChanged 3
		SP:Iteration 26Q (166270.490000 sec): 3 clusters
  Score: Raw -202443.433321 + Penalty 2541.903677 = -199901.529644
  nChanged 0
		SP:Iteration 27F (166270.650000 sec): 3 clusters
  Score: Raw -202443.433321 + Penalty 2541.903677 = -199901.529644
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (3189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166270.750000 sec): 2 clusters
  Score: Raw -275533.380292 + Penalty 1310.962683 = -274222.417609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166270.890000 sec): 3 clusters
  Score: Raw -273983.064538 + Penalty 2621.925367 = -271361.139171
  nChanged 1229
		SP:Iteration 1F (166271.040000 sec): 3 clusters
  Score: Raw -274761.251670 + Penalty 2621.925367 = -272139.326304
  nChanged 273
		SP:Iteration 2F (166271.190000 sec): 3 clusters
  Score: Raw -275041.249366 + Penalty 2621.925367 = -272419.323999
  nChanged 254
		SP:Iteration 3F (166271.350000 sec): 3 clusters
  Score: Raw -275321.859012 + Penalty 2621.925367 = -272699.933645
  nChanged 240
		SP:Iteration 4F (166271.540000 sec): 3 clusters
  Score: Raw -275590.527355 + Penalty 2621.925367 = -272968.601988
  nChanged 210
		SP:Iteration 5F (166271.700000 sec): 3 clusters
  Score: Raw -275846.056775 + Penalty 2621.925367 = -273224.131408
  nChanged 168
		SP:Iteration 6F (166271.840000 sec): 3 clusters
  Score: Raw -275995.448859 + Penalty 2621.925367 = -273373.523492
  nChanged 88
		SP:Iteration 7Q (166271.990000 sec): 3 clusters
  Score: Raw -276045.086471 + Penalty 2621.925367 = -273423.161105
  nChanged 52
		SP:Iteration 8Q (166272.150000 sec): 3 clusters
  Score: Raw -276079.076311 + Penalty 2621.925367 = -273457.150944
  nChanged 46
		SP:Iteration 9Q (166272.300000 sec): 3 clusters
  Score: Raw -276108.708505 + Penalty 2621.925367 = -273486.783138
  nChanged 35
		SP:Iteration 10Q (166272.500000 sec): 3 clusters
  Score: Raw -276128.149143 + Penalty 2621.925367 = -273506.223777
  nChanged 35
		SP:Iteration 11Q (166272.640000 sec): 3 clusters
  Score: Raw -276145.215785 + Penalty 2621.925367 = -273523.290418
  nChanged 29
		SP:Iteration 12Q (166272.780000 sec): 3 clusters
  Score: Raw -276158.679830 + Penalty 2621.925367 = -273536.754463
  nChanged 22
		SP:Iteration 13Q (166272.940000 sec): 3 clusters
  Score: Raw -276169.449961 + Penalty 2621.925367 = -273547.524594
  nChanged 24
		SP:Iteration 14Q (166273.070000 sec): 3 clusters
  Score: Raw -276179.465568 + Penalty 2621.925367 = -273557.540201
  nChanged 17
		SP:Iteration 15Q (166273.210000 sec): 3 clusters
  Score: Raw -276185.063291 + Penalty 2621.925367 = -273563.137924
  nChanged 14
		SP:Iteration 16Q (166273.350000 sec): 3 clusters
  Score: Raw -276190.817285 + Penalty 2621.925367 = -273568.891918
  nChanged 12
		SP:Iteration 17Q (166273.510000 sec): 3 clusters
  Score: Raw -276193.713518 + Penalty 2621.925367 = -273571.788151
  nChanged 8
		SP:Iteration 18Q (166273.680000 sec): 3 clusters
  Score: Raw -276196.237701 + Penalty 2621.925367 = -273574.312334
  nChanged 4
		SP:Iteration 19Q (166273.830000 sec): 3 clusters
  Score: Raw -276197.948616 + Penalty 2621.925367 = -273576.023249
  nChanged 5
		SP:Iteration 20F (166273.970000 sec): 3 clusters
  Score: Raw -276200.056988 + Penalty 2621.925367 = -273578.131621
  nChanged 4
		SP:Iteration 21Q (166274.120000 sec): 3 clusters
  Score: Raw -276201.107007 + Penalty 2621.925367 = -273579.181640
  nChanged 0
		SP:Iteration 22F (166274.260000 sec): 3 clusters
  Score: Raw -276201.107007 + Penalty 2621.925367 = -273579.181640
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (9145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166274.360000 sec): 2 clusters
  Score: Raw -700594.043313 + Penalty 1482.156416 = -699111.886897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166274.570000 sec): 3 clusters
  Score: Raw -695444.206815 + Penalty 2964.312832 = -692479.893982
  nChanged 3985
		SP:Iteration 1F (166274.730000 sec): 3 clusters
  Score: Raw -697919.180638 + Penalty 2964.312832 = -694954.867806
  nChanged 714
		SP:Iteration 2F (166274.880000 sec): 3 clusters
  Score: Raw -698377.262359 + Penalty 2964.312832 = -695412.949527
  nChanged 625
		SP:Iteration 3F (166275.040000 sec): 3 clusters
  Score: Raw -698770.158378 + Penalty 2964.312832 = -695805.845546
  nChanged 543
		SP:Iteration 4F (166275.240000 sec): 3 clusters
  Score: Raw -699125.383094 + Penalty 2964.312832 = -696161.070262
  nChanged 455
		SP:Iteration 5Q (166275.400000 sec): 3 clusters
  Score: Raw -699391.079206 + Penalty 2964.312832 = -696426.766374
  nChanged 408
		SP:Iteration 6Q (166275.570000 sec): 3 clusters
  Score: Raw -699634.063551 + Penalty 2964.312832 = -696669.750719
  nChanged 376
		SP:Iteration 7Q (166275.730000 sec): 3 clusters
  Score: Raw -699863.911758 + Penalty 2964.312832 = -696899.598926
  nChanged 365
		SP:Iteration 8Q (166275.900000 sec): 3 clusters
  Score: Raw -700079.827210 + Penalty 2964.312832 = -697115.514377
  nChanged 340
		SP:Iteration 9Q (166276.060000 sec): 3 clusters
  Score: Raw -700274.994514 + Penalty 2964.312832 = -697310.681681
  nChanged 277
		SP:Iteration 10Q (166276.220000 sec): 3 clusters
  Score: Raw -700424.175836 + Penalty 2964.312832 = -697459.863004
  nChanged 231
		SP:Iteration 11Q (166276.390000 sec): 3 clusters
  Score: Raw -700533.780422 + Penalty 2964.312832 = -697569.467589
  nChanged 206
		SP:Iteration 12Q (166276.560000 sec): 3 clusters
  Score: Raw -700626.251667 + Penalty 2964.312832 = -697661.938835
  nChanged 163
		SP:Iteration 13Q (166276.790000 sec): 3 clusters
  Score: Raw -700686.145293 + Penalty 2964.312832 = -697721.832461
  nChanged 142
		SP:Iteration 14Q (166276.920000 sec): 3 clusters
  Score: Raw -700738.413405 + Penalty 2964.312832 = -697774.100573
  nChanged 127
		SP:Iteration 15Q (166277.080000 sec): 3 clusters
  Score: Raw -700787.736410 + Penalty 2964.312832 = -697823.423577
  nChanged 111
		SP:Iteration 16Q (166277.240000 sec): 3 clusters
  Score: Raw -700824.997400 + Penalty 2964.312832 = -697860.684567
  nChanged 108
		SP:Iteration 17Q (166277.400000 sec): 3 clusters
  Score: Raw -700863.349206 + Penalty 2964.312832 = -697899.036374
  nChanged 101
		SP:Iteration 18Q (166277.570000 sec): 3 clusters
  Score: Raw -700898.288818 + Penalty 2964.312832 = -697933.975986
  nChanged 95
		SP:Iteration 19Q (166277.730000 sec): 3 clusters
  Score: Raw -700930.306898 + Penalty 2964.312832 = -697965.994066
  nChanged 101
		SP:Iteration 20F (166277.970000 sec): 3 clusters
  Score: Raw -700962.718102 + Penalty 2964.312832 = -697998.405270
  nChanged 103
		SP:Iteration 21Q (166278.130000 sec): 3 clusters
  Score: Raw -700992.696653 + Penalty 2964.312832 = -698028.383821
  nChanged 83
		SP:Iteration 22Q (166278.290000 sec): 3 clusters
  Score: Raw -701017.221799 + Penalty 2964.312832 = -698052.908967
  nChanged 74
		SP:Iteration 23Q (166278.530000 sec): 3 clusters
  Score: Raw -701040.586120 + Penalty 2964.312832 = -698076.273288
  nChanged 86
		SP:Iteration 24Q (166278.690000 sec): 3 clusters
  Score: Raw -701065.339378 + Penalty 2964.312832 = -698101.026546
  nChanged 73
		SP:Iteration 25Q (166278.850000 sec): 3 clusters
  Score: Raw -701083.449805 + Penalty 2964.312832 = -698119.136972
  nChanged 46
		SP:Iteration 26Q (166279.040000 sec): 3 clusters
  Score: Raw -701093.315417 + Penalty 2964.312832 = -698129.002585
  nChanged 33
		SP:Iteration 27Q (166279.210000 sec): 3 clusters
  Score: Raw -701100.169698 + Penalty 2964.312832 = -698135.856866
  nChanged 28
		SP:Iteration 28Q (166279.440000 sec): 3 clusters
  Score: Raw -701105.839979 + Penalty 2964.312832 = -698141.527147
  nChanged 39
		SP:Iteration 29Q (166279.610000 sec): 3 clusters
  Score: Raw -701114.107388 + Penalty 2964.312832 = -698149.794556
  nChanged 45
		SP:Iteration 30Q (166279.790000 sec): 3 clusters
  Score: Raw -701124.274580 + Penalty 2964.312832 = -698159.961748
  nChanged 32
		SP:Iteration 31Q (166279.980000 sec): 3 clusters
  Score: Raw -701130.703963 + Penalty 2964.312832 = -698166.391131
  nChanged 23
		SP:Iteration 32Q (166280.180000 sec): 3 clusters
  Score: Raw -701134.272428 + Penalty 2964.312832 = -698169.959596
  nChanged 18
		SP:Iteration 33Q (166280.390000 sec): 3 clusters
  Score: Raw -701136.836686 + Penalty 2964.312832 = -698172.523854
  nChanged 12
		SP:Iteration 34Q (166280.590000 sec): 3 clusters
  Score: Raw -701138.618407 + Penalty 2964.312832 = -698174.305575
  nChanged 10
		SP:Iteration 35Q (166280.770000 sec): 3 clusters
  Score: Raw -701140.279611 + Penalty 2964.312832 = -698175.966778
  nChanged 8
		SP:Iteration 36Q (166280.970000 sec): 3 clusters
  Score: Raw -701141.105005 + Penalty 2964.312832 = -698176.792173
  nChanged 6
		SP:Iteration 37Q (166281.170000 sec): 3 clusters
  Score: Raw -701141.648437 + Penalty 2964.312832 = -698177.335605
  nChanged 3
		SP:Iteration 38Q (166281.390000 sec): 3 clusters
  Score: Raw -701141.802558 + Penalty 2964.312832 = -698177.489726
  nChanged 0
		SP:Iteration 39F (166281.590000 sec): 3 clusters
  Score: Raw -701141.802558 + Penalty 2964.312832 = -698177.489726
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (6196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166281.700000 sec): 2 clusters
  Score: Raw -519272.787295 + Penalty 1418.894620 = -517853.892675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166281.890000 sec): 3 clusters
  Score: Raw -515901.949245 + Penalty 2837.789240 = -513064.160005
  nChanged 2625
		SP:Iteration 1F (166282.080000 sec): 3 clusters
  Score: Raw -517546.477533 + Penalty 2837.789240 = -514708.688293
  nChanged 528
		SP:Iteration 2F (166282.280000 sec): 3 clusters
  Score: Raw -517909.031207 + Penalty 2837.789240 = -515071.241967
  nChanged 420
		SP:Iteration 3F (166282.450000 sec): 3 clusters
  Score: Raw -518208.394587 + Penalty 2837.789240 = -515370.605346
  nChanged 366
		SP:Iteration 4F (166282.620000 sec): 3 clusters
  Score: Raw -518442.478038 + Penalty 2837.789240 = -515604.688797
  nChanged 306
		SP:Iteration 5Q (166282.790000 sec): 3 clusters
  Score: Raw -518623.583508 + Penalty 2837.789240 = -515785.794268
  nChanged 250
		SP:Iteration 6Q (166282.940000 sec): 3 clusters
  Score: Raw -518759.560055 + Penalty 2837.789240 = -515921.770815
  nChanged 211
		SP:Iteration 7Q (166283.080000 sec): 3 clusters
  Score: Raw -518878.301516 + Penalty 2837.789240 = -516040.512275
  nChanged 192
		SP:Iteration 8Q (166283.220000 sec): 3 clusters
  Score: Raw -518980.418215 + Penalty 2837.789240 = -516142.628975
  nChanged 167
		SP:Iteration 9Q (166283.350000 sec): 3 clusters
  Score: Raw -519068.587444 + Penalty 2837.789240 = -516230.798204
  nChanged 153
		SP:Iteration 10Q (166283.490000 sec): 3 clusters
  Score: Raw -519144.533757 + Penalty 2837.789240 = -516306.744517
  nChanged 156
		SP:Iteration 11Q (166283.630000 sec): 3 clusters
  Score: Raw -519221.404928 + Penalty 2837.789240 = -516383.615688
  nChanged 139
		SP:Iteration 12Q (166283.770000 sec): 3 clusters
  Score: Raw -519288.812744 + Penalty 2837.789240 = -516451.023504
  nChanged 131
		SP:Iteration 13Q (166283.900000 sec): 3 clusters
  Score: Raw -519352.003483 + Penalty 2837.789240 = -516514.214243
  nChanged 122
		SP:Iteration 14Q (166284.040000 sec): 3 clusters
  Score: Raw -519411.060132 + Penalty 2837.789240 = -516573.270891
  nChanged 124
		SP:Iteration 15Q (166284.180000 sec): 3 clusters
  Score: Raw -519477.529123 + Penalty 2837.789240 = -516639.739883
  nChanged 100
		SP:Iteration 16Q (166284.380000 sec): 3 clusters
  Score: Raw -519528.665359 + Penalty 2837.789240 = -516690.876119
  nChanged 100
		SP:Iteration 17Q (166284.530000 sec): 3 clusters
  Score: Raw -519571.201520 + Penalty 2837.789240 = -516733.412279
  nChanged 75
		SP:Iteration 18Q (166284.670000 sec): 3 clusters
  Score: Raw -519600.617027 + Penalty 2837.789240 = -516762.827787
  nChanged 61
		SP:Iteration 19Q (166284.810000 sec): 3 clusters
  Score: Raw -519618.275346 + Penalty 2837.789240 = -516780.486106
  nChanged 52
		SP:Iteration 20F (166284.980000 sec): 3 clusters
  Score: Raw -519629.494272 + Penalty 2837.789240 = -516791.705031
  nChanged 33
		SP:Iteration 21Q (166285.120000 sec): 3 clusters
  Score: Raw -519638.248326 + Penalty 2837.789240 = -516800.459086
  nChanged 33
		SP:Iteration 22Q (166285.260000 sec): 3 clusters
  Score: Raw -519647.047457 + Penalty 2837.789240 = -516809.258217
  nChanged 39
		SP:Iteration 23Q (166285.400000 sec): 3 clusters
  Score: Raw -519657.257312 + Penalty 2837.789240 = -516819.468071
  nChanged 24
		SP:Iteration 24Q (166285.540000 sec): 3 clusters
  Score: Raw -519662.107480 + Penalty 2837.789240 = -516824.318239
  nChanged 29
		SP:Iteration 25Q (166285.710000 sec): 3 clusters
  Score: Raw -519670.131055 + Penalty 2837.789240 = -516832.341814
  nChanged 30
		SP:Iteration 26Q (166285.850000 sec): 3 clusters
  Score: Raw -519676.549693 + Penalty 2837.789240 = -516838.760453
  nChanged 25
		SP:Iteration 27Q (166285.990000 sec): 3 clusters
  Score: Raw -519682.477899 + Penalty 2837.789240 = -516844.688659
  nChanged 28
		SP:Iteration 28Q (166286.130000 sec): 3 clusters
  Score: Raw -519689.592576 + Penalty 2837.789240 = -516851.803335
  nChanged 23
		SP:Iteration 29Q (166286.300000 sec): 3 clusters
  Score: Raw -519694.935940 + Penalty 2837.789240 = -516857.146700
  nChanged 21
		SP:Iteration 30Q (166286.510000 sec): 3 clusters
  Score: Raw -519700.555926 + Penalty 2837.789240 = -516862.766686
  nChanged 17
		SP:Iteration 31Q (166286.670000 sec): 3 clusters
  Score: Raw -519705.145070 + Penalty 2837.789240 = -516867.355830
  nChanged 20
		SP:Iteration 32Q (166286.830000 sec): 3 clusters
  Score: Raw -519709.710958 + Penalty 2837.789240 = -516871.921718
  nChanged 15
		SP:Iteration 33Q (166286.980000 sec): 3 clusters
  Score: Raw -519711.941847 + Penalty 2837.789240 = -516874.152607
  nChanged 8
		SP:Iteration 34Q (166287.130000 sec): 3 clusters
  Score: Raw -519713.340323 + Penalty 2837.789240 = -516875.551083
  nChanged 6
		SP:Iteration 35Q (166287.280000 sec): 3 clusters
  Score: Raw -519714.597329 + Penalty 2837.789240 = -516876.808089
  nChanged 6
		SP:Iteration 36Q (166287.430000 sec): 3 clusters
  Score: Raw -519715.396220 + Penalty 2837.789240 = -516877.606980
  nChanged 5
		SP:Iteration 37Q (166287.590000 sec): 3 clusters
  Score: Raw -519716.143663 + Penalty 2837.789240 = -516878.354422
  nChanged 3
		SP:Iteration 38Q (166287.740000 sec): 3 clusters
  Score: Raw -519716.639817 + Penalty 2837.789240 = -516878.850576
  nChanged 4
		SP:Iteration 39Q (166287.890000 sec): 3 clusters
  Score: Raw -519717.196584 + Penalty 2837.789240 = -516879.407343
  nChanged 1
		SP:Iteration 40F (166288.040000 sec): 3 clusters
  Score: Raw -519717.339632 + Penalty 2837.789240 = -516879.550392
  nChanged 3
		SP:Iteration 41Q (166288.190000 sec): 3 clusters
  Score: Raw -519717.879290 + Penalty 2837.789240 = -516880.090050
  nChanged 3
		SP:Iteration 42Q (166288.350000 sec): 3 clusters
  Score: Raw -519718.470225 + Penalty 2837.789240 = -516880.680984
  nChanged 2
		SP:Iteration 43Q (166288.510000 sec): 3 clusters
  Score: Raw -519718.860114 + Penalty 2837.789240 = -516881.070873
  nChanged 3
		SP:Iteration 44Q (166288.650000 sec): 3 clusters
  Score: Raw -519719.590049 + Penalty 2837.789240 = -516881.800808
  nChanged 4
		SP:Iteration 45Q (166288.780000 sec): 3 clusters
  Score: Raw -519720.356917 + Penalty 2837.789240 = -516882.567676
  nChanged 8
		SP:Iteration 46Q (166288.920000 sec): 3 clusters
  Score: Raw -519721.737619 + Penalty 2837.789240 = -516883.948379
  nChanged 6
		SP:Iteration 47Q (166289.060000 sec): 3 clusters
  Score: Raw -519722.666292 + Penalty 2837.789240 = -516884.877052
  nChanged 5
		SP:Iteration 48Q (166289.240000 sec): 3 clusters
  Score: Raw -519723.207593 + Penalty 2837.789240 = -516885.418352
  nChanged 7
		SP:Iteration 49Q (166289.380000 sec): 3 clusters
  Score: Raw -519724.226670 + Penalty 2837.789240 = -516886.437429
  nChanged 1
		SP:Iteration 50Q (166289.520000 sec): 3 clusters
  Score: Raw -519724.429492 + Penalty 2837.789240 = -516886.640252
  nChanged 2
		SP:Iteration 51Q (166289.650000 sec): 3 clusters
  Score: Raw -519724.583481 + Penalty 2837.789240 = -516886.794240
  nChanged 2
		SP:Iteration 52Q (166289.790000 sec): 3 clusters
  Score: Raw -519724.751029 + Penalty 2837.789240 = -516886.961789
  nChanged 1
		SP:Iteration 53Q (166289.930000 sec): 3 clusters
  Score: Raw -519724.790842 + Penalty 2837.789240 = -516887.001601
  nChanged 1
		SP:Iteration 54Q (166290.070000 sec): 3 clusters
  Score: Raw -519724.894890 + Penalty 2837.789240 = -516887.105650
  nChanged 5
		SP:Iteration 55Q (166290.210000 sec): 3 clusters
  Score: Raw -519725.946389 + Penalty 2837.789240 = -516888.157149
  nChanged 7
		SP:Iteration 56Q (166290.340000 sec): 3 clusters
  Score: Raw -519726.917843 + Penalty 2837.789240 = -516889.128602
  nChanged 8
		SP:Iteration 57Q (166290.480000 sec): 3 clusters
  Score: Raw -519727.818385 + Penalty 2837.789240 = -516890.029145
  nChanged 4
		SP:Iteration 58Q (166290.630000 sec): 3 clusters
  Score: Raw -519728.325508 + Penalty 2837.789240 = -516890.536268
  nChanged 5
		SP:Iteration 59Q (166290.770000 sec): 3 clusters
  Score: Raw -519728.840065 + Penalty 2837.789240 = -516891.050825
  nChanged 7
		SP:Iteration 60F (166290.940000 sec): 3 clusters
  Score: Raw -519730.021062 + Penalty 2837.789240 = -516892.231821
  nChanged 5
		SP:Iteration 61Q (166291.080000 sec): 3 clusters
  Score: Raw -519730.704038 + Penalty 2837.789240 = -516892.914798
  nChanged 7
		SP:Iteration 62Q (166291.220000 sec): 3 clusters
  Score: Raw -519732.059079 + Penalty 2837.789240 = -516894.269839
  nChanged 7
		SP:Iteration 63Q (166291.360000 sec): 3 clusters
  Score: Raw -519733.611264 + Penalty 2837.789240 = -516895.822023
  nChanged 4
		SP:Iteration 64Q (166291.500000 sec): 3 clusters
  Score: Raw -519735.036349 + Penalty 2837.789240 = -516897.247108
  nChanged 7
		SP:Iteration 65Q (166291.640000 sec): 3 clusters
  Score: Raw -519736.337629 + Penalty 2837.789240 = -516898.548388
  nChanged 7
		SP:Iteration 66Q (166291.780000 sec): 3 clusters
  Score: Raw -519737.348708 + Penalty 2837.789240 = -516899.559467
  nChanged 11
		SP:Iteration 67Q (166291.920000 sec): 3 clusters
  Score: Raw -519739.163008 + Penalty 2837.789240 = -516901.373767
  nChanged 10
		SP:Iteration 68Q (166292.060000 sec): 3 clusters
  Score: Raw -519741.652551 + Penalty 2837.789240 = -516903.863311
  nChanged 16
		SP:Iteration 69Q (166292.200000 sec): 3 clusters
  Score: Raw -519747.913190 + Penalty 2837.789240 = -516910.123950
  nChanged 20
		SP:Iteration 70Q (166292.430000 sec): 3 clusters
  Score: Raw -519753.987787 + Penalty 2837.789240 = -516916.198547
  nChanged 22
		SP:Iteration 71Q (166292.590000 sec): 3 clusters
  Score: Raw -519761.792454 + Penalty 2837.789240 = -516924.003213
  nChanged 23
		SP:Iteration 72Q (166292.780000 sec): 3 clusters
  Score: Raw -519767.817264 + Penalty 2837.789240 = -516930.028024
  nChanged 25
		SP:Iteration 73Q (166292.980000 sec): 3 clusters
  Score: Raw -519774.780592 + Penalty 2837.789240 = -516936.991351
  nChanged 26
		SP:Iteration 74Q (166293.210000 sec): 3 clusters
  Score: Raw -519781.166586 + Penalty 2837.789240 = -516943.377346
  nChanged 20
		SP:Iteration 75Q (166293.420000 sec): 3 clusters
  Score: Raw -519785.454340 + Penalty 2837.789240 = -516947.665100
  nChanged 23
		SP:Iteration 76Q (166293.590000 sec): 3 clusters
  Score: Raw -519791.143635 + Penalty 2837.789240 = -516953.354394
  nChanged 22
		SP:Iteration 77Q (166293.740000 sec): 3 clusters
  Score: Raw -519795.020333 + Penalty 2837.789240 = -516957.231093
  nChanged 11
		SP:Iteration 78Q (166293.890000 sec): 3 clusters
  Score: Raw -519797.066077 + Penalty 2837.789240 = -516959.276836
  nChanged 13
		SP:Iteration 79Q (166294.040000 sec): 3 clusters
  Score: Raw -519799.556974 + Penalty 2837.789240 = -516961.767733
  nChanged 13
		SP:Iteration 80F (166294.180000 sec): 3 clusters
  Score: Raw -519801.695641 + Penalty 2837.789240 = -516963.906400
  nChanged 15
		SP:Iteration 81Q (166294.310000 sec): 3 clusters
  Score: Raw -519804.378297 + Penalty 2837.789240 = -516966.589056
  nChanged 14
		SP:Iteration 82Q (166294.440000 sec): 3 clusters
  Score: Raw -519808.120665 + Penalty 2837.789240 = -516970.331425
  nChanged 12
		SP:Iteration 83Q (166294.570000 sec): 3 clusters
  Score: Raw -519810.338489 + Penalty 2837.789240 = -516972.549248
  nChanged 11
		SP:Iteration 84Q (166294.700000 sec): 3 clusters
  Score: Raw -519812.388555 + Penalty 2837.789240 = -516974.599315
  nChanged 10
		SP:Iteration 85Q (166294.840000 sec): 3 clusters
  Score: Raw -519813.818400 + Penalty 2837.789240 = -516976.029159
  nChanged 6
		SP:Iteration 86Q (166295.010000 sec): 3 clusters
  Score: Raw -519815.117642 + Penalty 2837.789240 = -516977.328402
  nChanged 8
		SP:Iteration 87Q (166295.160000 sec): 3 clusters
  Score: Raw -519816.835343 + Penalty 2837.789240 = -516979.046103
  nChanged 7
		SP:Iteration 88Q (166295.380000 sec): 3 clusters
  Score: Raw -519817.754065 + Penalty 2837.789240 = -516979.964824
  nChanged 8
		SP:Iteration 89Q (166295.500000 sec): 3 clusters
  Score: Raw -519818.997449 + Penalty 2837.789240 = -516981.208208
  nChanged 6
		SP:Iteration 90Q (166295.640000 sec): 3 clusters
  Score: Raw -519819.764832 + Penalty 2837.789240 = -516981.975592
  nChanged 9
		SP:Iteration 91Q (166295.770000 sec): 3 clusters
  Score: Raw -519821.256241 + Penalty 2837.789240 = -516983.467001
  nChanged 11
		SP:Iteration 92Q (166295.950000 sec): 3 clusters
  Score: Raw -519823.429760 + Penalty 2837.789240 = -516985.640520
  nChanged 15
		SP:Iteration 93Q (166296.090000 sec): 3 clusters
  Score: Raw -519826.833916 + Penalty 2837.789240 = -516989.044676
  nChanged 8
		SP:Iteration 94Q (166296.230000 sec): 3 clusters
  Score: Raw -519827.986619 + Penalty 2837.789240 = -516990.197379
  nChanged 8
		SP:Iteration 95Q (166296.360000 sec): 3 clusters
  Score: Raw -519829.001811 + Penalty 2837.789240 = -516991.212570
  nChanged 6
		SP:Iteration 96Q (166296.520000 sec): 3 clusters
  Score: Raw -519829.553656 + Penalty 2837.789240 = -516991.764415
  nChanged 2
		SP:Iteration 97Q (166296.680000 sec): 3 clusters
  Score: Raw -519829.656215 + Penalty 2837.789240 = -516991.866975
  nChanged 1
		SP:Iteration 98Q (166296.830000 sec): 3 clusters
  Score: Raw -519830.050372 + Penalty 2837.789240 = -516992.261131
  nChanged 3
		SP:Iteration 99Q (166297.000000 sec): 3 clusters
  Score: Raw -519831.144081 + Penalty 2837.789240 = -516993.354841
  nChanged 2
		SP:Iteration 100F (166297.220000 sec): 3 clusters
  Score: Raw -519831.489876 + Penalty 2837.789240 = -516993.700636
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (7665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166297.350000 sec): 2 clusters
  Score: Raw -634118.667106 + Penalty 1453.468216 = -632665.198890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166297.540000 sec): 3 clusters
  Score: Raw -629975.232236 + Penalty 2906.936432 = -627068.295804
  nChanged 3245
		SP:Iteration 1F (166297.750000 sec): 3 clusters
  Score: Raw -632013.738798 + Penalty 2906.936432 = -629106.802366
  nChanged 709
		SP:Iteration 2F (166297.930000 sec): 3 clusters
  Score: Raw -632585.726824 + Penalty 2906.936432 = -629678.790391
  nChanged 622
		SP:Iteration 3F (166298.110000 sec): 3 clusters
  Score: Raw -633073.009622 + Penalty 2906.936432 = -630166.073190
  nChanged 524
		SP:Iteration 4F (166298.300000 sec): 3 clusters
  Score: Raw -633465.286025 + Penalty 2906.936432 = -630558.349592
  nChanged 431
		SP:Iteration 5F (166298.480000 sec): 3 clusters
  Score: Raw -633737.640069 + Penalty 2906.936432 = -630830.703636
  nChanged 315
		SP:Iteration 6Q (166298.660000 sec): 3 clusters
  Score: Raw -633896.083910 + Penalty 2906.936432 = -630989.147477
  nChanged 224
		SP:Iteration 7Q (166298.830000 sec): 3 clusters
  Score: Raw -634011.225809 + Penalty 2906.936432 = -631104.289377
  nChanged 190
		SP:Iteration 8Q (166298.990000 sec): 3 clusters
  Score: Raw -634103.360975 + Penalty 2906.936432 = -631196.424542
  nChanged 142
		SP:Iteration 9Q (166299.170000 sec): 3 clusters
  Score: Raw -634171.260704 + Penalty 2906.936432 = -631264.324272
  nChanged 121
		SP:Iteration 10Q (166299.390000 sec): 3 clusters
  Score: Raw -634228.868719 + Penalty 2906.936432 = -631321.932286
  nChanged 107
		SP:Iteration 11Q (166299.610000 sec): 3 clusters
  Score: Raw -634270.256920 + Penalty 2906.936432 = -631363.320488
  nChanged 85
		SP:Iteration 12Q (166299.780000 sec): 3 clusters
  Score: Raw -634304.201368 + Penalty 2906.936432 = -631397.264936
  nChanged 82
		SP:Iteration 13Q (166299.960000 sec): 3 clusters
  Score: Raw -634333.973583 + Penalty 2906.936432 = -631427.037151
  nChanged 67
		SP:Iteration 14Q (166300.140000 sec): 3 clusters
  Score: Raw -634359.000253 + Penalty 2906.936432 = -631452.063821
  nChanged 57
		SP:Iteration 15Q (166300.330000 sec): 3 clusters
  Score: Raw -634380.933337 + Penalty 2906.936432 = -631473.996905
  nChanged 60
		SP:Iteration 16Q (166300.580000 sec): 3 clusters
  Score: Raw -634404.434593 + Penalty 2906.936432 = -631497.498161
  nChanged 62
		SP:Iteration 17Q (166300.780000 sec): 3 clusters
  Score: Raw -634428.758878 + Penalty 2906.936432 = -631521.822446
  nChanged 59
		SP:Iteration 18Q (166300.950000 sec): 3 clusters
  Score: Raw -634454.151638 + Penalty 2906.936432 = -631547.215206
  nChanged 61
		SP:Iteration 19Q (166301.110000 sec): 3 clusters
  Score: Raw -634476.138577 + Penalty 2906.936432 = -631569.202144
  nChanged 52
		SP:Iteration 20F (166301.280000 sec): 3 clusters
  Score: Raw -634496.483598 + Penalty 2906.936432 = -631589.547166
  nChanged 60
		SP:Iteration 21Q (166301.450000 sec): 3 clusters
  Score: Raw -634528.518289 + Penalty 2906.936432 = -631621.581857
  nChanged 71
		SP:Iteration 22Q (166301.610000 sec): 3 clusters
  Score: Raw -634565.816840 + Penalty 2906.936432 = -631658.880408
  nChanged 72
		SP:Iteration 23Q (166301.780000 sec): 3 clusters
  Score: Raw -634605.728887 + Penalty 2906.936432 = -631698.792455
  nChanged 87
		SP:Iteration 24Q (166301.950000 sec): 3 clusters
  Score: Raw -634661.159310 + Penalty 2906.936432 = -631754.222878
  nChanged 88
		SP:Iteration 25Q (166302.120000 sec): 3 clusters
  Score: Raw -634708.733763 + Penalty 2906.936432 = -631801.797331
  nChanged 84
		SP:Iteration 26Q (166302.290000 sec): 3 clusters
  Score: Raw -634759.582861 + Penalty 2906.936432 = -631852.646429
  nChanged 81
		SP:Iteration 27Q (166302.460000 sec): 3 clusters
  Score: Raw -634804.493044 + Penalty 2906.936432 = -631897.556612
  nChanged 87
		SP:Iteration 28Q (166302.640000 sec): 3 clusters
  Score: Raw -634863.215631 + Penalty 2906.936432 = -631956.279198
  nChanged 84
		SP:Iteration 29Q (166302.850000 sec): 3 clusters
  Score: Raw -634915.592229 + Penalty 2906.936432 = -632008.655796
  nChanged 70
		SP:Iteration 30Q (166303.050000 sec): 3 clusters
  Score: Raw -634943.003848 + Penalty 2906.936432 = -632036.067416
  nChanged 68
		SP:Iteration 31Q (166303.230000 sec): 3 clusters
  Score: Raw -634970.179346 + Penalty 2906.936432 = -632063.242914
  nChanged 47
		SP:Iteration 32Q (166303.410000 sec): 3 clusters
  Score: Raw -634983.862832 + Penalty 2906.936432 = -632076.926399
  nChanged 39
		SP:Iteration 33Q (166303.590000 sec): 3 clusters
  Score: Raw -634997.917160 + Penalty 2906.936432 = -632090.980728
  nChanged 39
		SP:Iteration 34Q (166303.780000 sec): 3 clusters
  Score: Raw -635012.931846 + Penalty 2906.936432 = -632105.995414
  nChanged 37
		SP:Iteration 35Q (166303.960000 sec): 3 clusters
  Score: Raw -635028.197492 + Penalty 2906.936432 = -632121.261059
  nChanged 37
		SP:Iteration 36Q (166304.140000 sec): 3 clusters
  Score: Raw -635040.651027 + Penalty 2906.936432 = -632133.714595
  nChanged 30
		SP:Iteration 37Q (166304.330000 sec): 3 clusters
  Score: Raw -635055.912870 + Penalty 2906.936432 = -632148.976438
  nChanged 36
		SP:Iteration 38Q (166304.510000 sec): 3 clusters
  Score: Raw -635070.452604 + Penalty 2906.936432 = -632163.516171
  nChanged 30
		SP:Iteration 39Q (166304.690000 sec): 3 clusters
  Score: Raw -635078.306893 + Penalty 2906.936432 = -632171.370461
  nChanged 20
		SP:Iteration 40F (166304.870000 sec): 3 clusters
  Score: Raw -635085.090221 + Penalty 2906.936432 = -632178.153789
  nChanged 22
		SP:Iteration 41Q (166305.060000 sec): 3 clusters
  Score: Raw -635090.717283 + Penalty 2906.936432 = -632183.780851
  nChanged 20
		SP:Iteration 42Q (166305.240000 sec): 3 clusters
  Score: Raw -635096.851954 + Penalty 2906.936432 = -632189.915522
  nChanged 12
		SP:Iteration 43Q (166305.420000 sec): 3 clusters
  Score: Raw -635099.089650 + Penalty 2906.936432 = -632192.153218
  nChanged 7
		SP:Iteration 44Q (166305.610000 sec): 3 clusters
  Score: Raw -635101.456312 + Penalty 2906.936432 = -632194.519880
  nChanged 12
		SP:Iteration 45Q (166305.790000 sec): 3 clusters
  Score: Raw -635104.714265 + Penalty 2906.936432 = -632197.777833
  nChanged 4
		SP:Iteration 46Q (166306.000000 sec): 3 clusters
  Score: Raw -635106.190607 + Penalty 2906.936432 = -632199.254175
  nChanged 4
		SP:Iteration 47Q (166306.190000 sec): 3 clusters
  Score: Raw -635107.821399 + Penalty 2906.936432 = -632200.884967
  nChanged 6
		SP:Iteration 48Q (166306.380000 sec): 3 clusters
  Score: Raw -635108.815026 + Penalty 2906.936432 = -632201.878594
  nChanged 3
		SP:Iteration 49Q (166306.560000 sec): 3 clusters
  Score: Raw -635109.480050 + Penalty 2906.936432 = -632202.543617
  nChanged 1
		SP:Iteration 50Q (166306.750000 sec): 3 clusters
  Score: Raw -635109.628029 + Penalty 2906.936432 = -632202.691597
  nChanged 2
		SP:Iteration 51Q (166306.940000 sec): 3 clusters
  Score: Raw -635110.812439 + Penalty 2906.936432 = -632203.876006
  nChanged 6
		SP:Iteration 52Q (166307.200000 sec): 3 clusters
  Score: Raw -635112.572798 + Penalty 2906.936432 = -632205.636366
  nChanged 7
		SP:Iteration 53Q (166307.410000 sec): 3 clusters
  Score: Raw -635113.904162 + Penalty 2906.936432 = -632206.967730
  nChanged 7
		SP:Iteration 54Q (166307.540000 sec): 3 clusters
  Score: Raw -635115.154359 + Penalty 2906.936432 = -632208.217927
  nChanged 5
		SP:Iteration 55Q (166307.710000 sec): 3 clusters
  Score: Raw -635116.663470 + Penalty 2906.936432 = -632209.727038
  nChanged 3
		SP:Iteration 56Q (166307.880000 sec): 3 clusters
  Score: Raw -635117.231153 + Penalty 2906.936432 = -632210.294720
  nChanged 1
		SP:Iteration 57Q (166308.120000 sec): 3 clusters
  Score: Raw -635117.309325 + Penalty 2906.936432 = -632210.372893
  nChanged 0
		SP:Iteration 58F (166308.300000 sec): 3 clusters
  Score: Raw -635117.309325 + Penalty 2906.936432 = -632210.372893
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (2161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166308.390000 sec): 2 clusters
  Score: Raw -200310.406391 + Penalty 1247.728033 = -199062.678358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166308.530000 sec): 3 clusters
  Score: Raw -199383.196156 + Penalty 2495.456066 = -196887.740090
  nChanged 765
		SP:Iteration 1F (166308.670000 sec): 3 clusters
  Score: Raw -199975.761060 + Penalty 2495.456066 = -197480.304994
  nChanged 236
		SP:Iteration 2F (166308.820000 sec): 3 clusters
  Score: Raw -200226.155929 + Penalty 2495.456066 = -197730.699863
  nChanged 157
		SP:Iteration 3F (166308.960000 sec): 3 clusters
  Score: Raw -200384.736896 + Penalty 2495.456066 = -197889.280831
  nChanged 115
		SP:Iteration 4F (166309.110000 sec): 3 clusters
  Score: Raw -200495.051912 + Penalty 2495.456066 = -197999.595846
  nChanged 90
		SP:Iteration 5Q (166309.250000 sec): 3 clusters
  Score: Raw -200579.439593 + Penalty 2495.456066 = -198083.983527
  nChanged 72
		SP:Iteration 6Q (166309.390000 sec): 3 clusters
  Score: Raw -200643.030415 + Penalty 2495.456066 = -198147.574349
  nChanged 51
		SP:Iteration 7Q (166309.540000 sec): 3 clusters
  Score: Raw -200681.598654 + Penalty 2495.456066 = -198186.142588
  nChanged 29
		SP:Iteration 8Q (166309.690000 sec): 3 clusters
  Score: Raw -200700.890930 + Penalty 2495.456066 = -198205.434864
  nChanged 22
		SP:Iteration 9Q (166309.850000 sec): 3 clusters
  Score: Raw -200719.585902 + Penalty 2495.456066 = -198224.129836
  nChanged 25
		SP:Iteration 10Q (166310.010000 sec): 3 clusters
  Score: Raw -200739.839456 + Penalty 2495.456066 = -198244.383390
  nChanged 21
		SP:Iteration 11Q (166310.170000 sec): 3 clusters
  Score: Raw -200753.062619 + Penalty 2495.456066 = -198257.606553
  nChanged 18
		SP:Iteration 12Q (166310.330000 sec): 3 clusters
  Score: Raw -200766.009802 + Penalty 2495.456066 = -198270.553736
  nChanged 14
		SP:Iteration 13Q (166310.490000 sec): 3 clusters
  Score: Raw -200777.495130 + Penalty 2495.456066 = -198282.039064
  nChanged 10
		SP:Iteration 14Q (166310.650000 sec): 3 clusters
  Score: Raw -200782.197677 + Penalty 2495.456066 = -198286.741611
  nChanged 6
		SP:Iteration 15Q (166310.810000 sec): 3 clusters
  Score: Raw -200785.682307 + Penalty 2495.456066 = -198290.226241
  nChanged 6
		SP:Iteration 16Q (166310.970000 sec): 3 clusters
  Score: Raw -200788.856857 + Penalty 2495.456066 = -198293.400791
  nChanged 5
		SP:Iteration 17Q (166311.130000 sec): 3 clusters
  Score: Raw -200791.433443 + Penalty 2495.456066 = -198295.977377
  nChanged 3
		SP:Iteration 18Q (166311.290000 sec): 3 clusters
  Score: Raw -200793.153889 + Penalty 2495.456066 = -198297.697823
  nChanged 3
		SP:Iteration 19Q (166311.470000 sec): 3 clusters
  Score: Raw -200794.193082 + Penalty 2495.456066 = -198298.737016
  nChanged 0
		SP:Iteration 20F (166311.670000 sec): 3 clusters
  Score: Raw -200794.193082 + Penalty 2495.456066 = -198298.737016
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (4606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166311.760000 sec): 2 clusters
  Score: Raw -451685.600755 + Penalty 1370.706201 = -450314.894554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166311.920000 sec): 3 clusters
  Score: Raw -449319.400700 + Penalty 2741.412401 = -446577.988299
  nChanged 1883
		SP:Iteration 1F (166312.080000 sec): 3 clusters
  Score: Raw -450420.575288 + Penalty 2741.412401 = -447679.162887
  nChanged 386
		SP:Iteration 2F (166312.240000 sec): 3 clusters
  Score: Raw -450675.055829 + Penalty 2741.412401 = -447933.643428
  nChanged 313
		SP:Iteration 3F (166312.400000 sec): 3 clusters
  Score: Raw -450885.403105 + Penalty 2741.412401 = -448143.990704
  nChanged 274
		SP:Iteration 4F (166312.560000 sec): 3 clusters
  Score: Raw -451074.185570 + Penalty 2741.412401 = -448332.773169
  nChanged 248
		SP:Iteration 5F (166312.720000 sec): 3 clusters
  Score: Raw -451246.939044 + Penalty 2741.412401 = -448505.526643
  nChanged 213
		SP:Iteration 6Q (166312.880000 sec): 3 clusters
  Score: Raw -451370.758735 + Penalty 2741.412401 = -448629.346334
  nChanged 165
		SP:Iteration 7Q (166313.050000 sec): 3 clusters
  Score: Raw -451468.966544 + Penalty 2741.412401 = -448727.554143
  nChanged 149
		SP:Iteration 8Q (166313.200000 sec): 3 clusters
  Score: Raw -451568.727465 + Penalty 2741.412401 = -448827.315064
  nChanged 126
		SP:Iteration 9Q (166313.360000 sec): 3 clusters
  Score: Raw -451648.058015 + Penalty 2741.412401 = -448906.645614
  nChanged 121
		SP:Iteration 10Q (166313.530000 sec): 3 clusters
  Score: Raw -451731.730396 + Penalty 2741.412401 = -448990.317995
  nChanged 117
		SP:Iteration 11Q (166313.680000 sec): 3 clusters
  Score: Raw -451806.389509 + Penalty 2741.412401 = -449064.977108
  nChanged 98
		SP:Iteration 12Q (166313.840000 sec): 3 clusters
  Score: Raw -451870.647649 + Penalty 2741.412401 = -449129.235248
  nChanged 77
		SP:Iteration 13Q (166314.000000 sec): 3 clusters
  Score: Raw -451911.522808 + Penalty 2741.412401 = -449170.110407
  nChanged 64
		SP:Iteration 14Q (166314.160000 sec): 3 clusters
  Score: Raw -451945.731161 + Penalty 2741.412401 = -449204.318760
  nChanged 56
		SP:Iteration 15Q (166314.320000 sec): 3 clusters
  Score: Raw -451973.984914 + Penalty 2741.412401 = -449232.572513
  nChanged 42
		SP:Iteration 16Q (166314.480000 sec): 3 clusters
  Score: Raw -451992.045447 + Penalty 2741.412401 = -449250.633046
  nChanged 24
		SP:Iteration 17Q (166314.640000 sec): 3 clusters
  Score: Raw -452002.387956 + Penalty 2741.412401 = -449260.975554
  nChanged 22
		SP:Iteration 18Q (166314.800000 sec): 3 clusters
  Score: Raw -452011.843189 + Penalty 2741.412401 = -449270.430788
  nChanged 20
		SP:Iteration 19Q (166314.960000 sec): 3 clusters
  Score: Raw -452021.238081 + Penalty 2741.412401 = -449279.825680
  nChanged 19
		SP:Iteration 20F (166315.120000 sec): 3 clusters
  Score: Raw -452030.628492 + Penalty 2741.412401 = -449289.216091
  nChanged 17
		SP:Iteration 21Q (166315.280000 sec): 3 clusters
  Score: Raw -452038.564040 + Penalty 2741.412401 = -449297.151639
  nChanged 10
		SP:Iteration 22Q (166315.440000 sec): 3 clusters
  Score: Raw -452042.921507 + Penalty 2741.412401 = -449301.509106
  nChanged 12
		SP:Iteration 23Q (166315.590000 sec): 3 clusters
  Score: Raw -452047.914214 + Penalty 2741.412401 = -449306.501813
  nChanged 10
		SP:Iteration 24Q (166315.750000 sec): 3 clusters
  Score: Raw -452051.385056 + Penalty 2741.412401 = -449309.972655
  nChanged 8
		SP:Iteration 25Q (166315.920000 sec): 3 clusters
  Score: Raw -452054.368631 + Penalty 2741.412401 = -449312.956230
  nChanged 3
		SP:Iteration 26Q (166316.080000 sec): 3 clusters
  Score: Raw -452055.077823 + Penalty 2741.412401 = -449313.665422
  nChanged 1
		SP:Iteration 27Q (166316.240000 sec): 3 clusters
  Score: Raw -452055.342559 + Penalty 2741.412401 = -449313.930158
  nChanged 2
		SP:Iteration 28Q (166316.400000 sec): 3 clusters
  Score: Raw -452056.114211 + Penalty 2741.412401 = -449314.701810
  nChanged 3
		SP:Iteration 29Q (166316.560000 sec): 3 clusters
  Score: Raw -452057.491154 + Penalty 2741.412401 = -449316.078753
  nChanged 1
		SP:Iteration 30Q (166316.720000 sec): 3 clusters
  Score: Raw -452057.952007 + Penalty 2741.412401 = -449316.539605
  nChanged 2
		SP:Iteration 31Q (166316.880000 sec): 3 clusters
  Score: Raw -452058.909707 + Penalty 2741.412401 = -449317.497306
  nChanged 5
		SP:Iteration 32Q (166317.040000 sec): 3 clusters
  Score: Raw -452061.330003 + Penalty 2741.412401 = -449319.917602
  nChanged 7
		SP:Iteration 33Q (166317.190000 sec): 3 clusters
  Score: Raw -452065.276541 + Penalty 2741.412401 = -449323.864140
  nChanged 7
		SP:Iteration 34Q (166317.350000 sec): 3 clusters
  Score: Raw -452068.573783 + Penalty 2741.412401 = -449327.161382
  nChanged 4
		SP:Iteration 35Q (166317.510000 sec): 3 clusters
  Score: Raw -452069.877482 + Penalty 2741.412401 = -449328.465080
  nChanged 5
		SP:Iteration 36Q (166317.670000 sec): 3 clusters
  Score: Raw -452071.289441 + Penalty 2741.412401 = -449329.877040
  nChanged 5
		SP:Iteration 37Q (166317.830000 sec): 3 clusters
  Score: Raw -452072.594734 + Penalty 2741.412401 = -449331.182333
  nChanged 2
		SP:Iteration 38Q (166318.000000 sec): 3 clusters
  Score: Raw -452073.472735 + Penalty 2741.412401 = -449332.060334
  nChanged 3
		SP:Iteration 39Q (166318.160000 sec): 3 clusters
  Score: Raw -452074.571273 + Penalty 2741.412401 = -449333.158872
  nChanged 5
		SP:Iteration 40F (166318.320000 sec): 3 clusters
  Score: Raw -452076.573443 + Penalty 2741.412401 = -449335.161042
  nChanged 6
		SP:Iteration 41Q (166318.470000 sec): 3 clusters
  Score: Raw -452079.465498 + Penalty 2741.412401 = -449338.053097
  nChanged 6
		SP:Iteration 42Q (166318.630000 sec): 3 clusters
  Score: Raw -452081.727632 + Penalty 2741.412401 = -449340.315231
  nChanged 5
		SP:Iteration 43Q (166318.830000 sec): 3 clusters
  Score: Raw -452083.798456 + Penalty 2741.412401 = -449342.386055
  nChanged 7
		SP:Iteration 44Q (166318.960000 sec): 3 clusters
  Score: Raw -452087.268614 + Penalty 2741.412401 = -449345.856213
  nChanged 7
		SP:Iteration 45Q (166319.160000 sec): 3 clusters
  Score: Raw -452090.921956 + Penalty 2741.412401 = -449349.509554
  nChanged 7
		SP:Iteration 46Q (166319.350000 sec): 3 clusters
  Score: Raw -452093.448756 + Penalty 2741.412401 = -449352.036355
  nChanged 8
		SP:Iteration 47Q (166319.500000 sec): 3 clusters
  Score: Raw -452096.731505 + Penalty 2741.412401 = -449355.319104
  nChanged 4
		SP:Iteration 48Q (166319.660000 sec): 3 clusters
  Score: Raw -452098.009241 + Penalty 2741.412401 = -449356.596840
  nChanged 1
		SP:Iteration 49Q (166319.820000 sec): 3 clusters
  Score: Raw -452098.466756 + Penalty 2741.412401 = -449357.054354
  nChanged 1
		SP:Iteration 50Q (166319.980000 sec): 3 clusters
  Score: Raw -452099.004193 + Penalty 2741.412401 = -449357.591792
  nChanged 2
		SP:Iteration 51Q (166320.100000 sec): 3 clusters
  Score: Raw -452099.592356 + Penalty 2741.412401 = -449358.179955
  nChanged 3
		SP:Iteration 52Q (166320.250000 sec): 3 clusters
  Score: Raw -452100.548999 + Penalty 2741.412401 = -449359.136598
  nChanged 1
		SP:Iteration 53Q (166320.390000 sec): 3 clusters
  Score: Raw -452100.779709 + Penalty 2741.412401 = -449359.367308
  nChanged 0
		SP:Iteration 54F (166320.540000 sec): 3 clusters
  Score: Raw -452100.779709 + Penalty 2741.412401 = -449359.367308
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166320.600000 sec): 2 clusters
  Score: Raw -74047.324167 + Penalty 1114.516818 = -72932.807349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166320.750000 sec): 3 clusters
  Score: Raw -73783.873706 + Penalty 2229.033636 = -71554.840069
  nChanged 310
		SP:Iteration 1F (166320.890000 sec): 3 clusters
  Score: Raw -74205.242868 + Penalty 2229.033636 = -71976.209232
  nChanged 115
		SP:Iteration 2F (166321.040000 sec): 3 clusters
  Score: Raw -74459.234159 + Penalty 2229.033636 = -72230.200523
  nChanged 84
		SP:Iteration 3F (166321.180000 sec): 3 clusters
  Score: Raw -74643.401429 + Penalty 2229.033636 = -72414.367793
  nChanged 48
		SP:Iteration 4F (166321.320000 sec): 3 clusters
  Score: Raw -74741.313366 + Penalty 2229.033636 = -72512.279730
  nChanged 28
		SP:Iteration 5Q (166321.460000 sec): 3 clusters
  Score: Raw -74794.794084 + Penalty 2229.033636 = -72565.760447
  nChanged 16
		SP:Iteration 6Q (166321.610000 sec): 3 clusters
  Score: Raw -74829.705779 + Penalty 2229.033636 = -72600.672142
  nChanged 14
		SP:Iteration 7Q (166321.750000 sec): 3 clusters
  Score: Raw -74851.805492 + Penalty 2229.033636 = -72622.771856
  nChanged 11
		SP:Iteration 8Q (166321.900000 sec): 3 clusters
  Score: Raw -74869.300661 + Penalty 2229.033636 = -72640.267024
  nChanged 7
		SP:Iteration 9Q (166322.040000 sec): 3 clusters
  Score: Raw -74881.749827 + Penalty 2229.033636 = -72652.716191
  nChanged 6
		SP:Iteration 10Q (166322.180000 sec): 3 clusters
  Score: Raw -74892.061433 + Penalty 2229.033636 = -72663.027796
  nChanged 6
		SP:Iteration 11Q (166322.330000 sec): 3 clusters
  Score: Raw -74898.402637 + Penalty 2229.033636 = -72669.369001
  nChanged 4
		SP:Iteration 12Q (166322.470000 sec): 3 clusters
  Score: Raw -74904.586532 + Penalty 2229.033636 = -72675.552896
  nChanged 7
		SP:Iteration 13Q (166322.620000 sec): 3 clusters
  Score: Raw -74912.686511 + Penalty 2229.033636 = -72683.652874
  nChanged 5
		SP:Iteration 14Q (166322.800000 sec): 3 clusters
  Score: Raw -74918.345505 + Penalty 2229.033636 = -72689.311868
  nChanged 4
		SP:Iteration 15Q (166322.940000 sec): 3 clusters
  Score: Raw -74921.440059 + Penalty 2229.033636 = -72692.406423
  nChanged 3
		SP:Iteration 16Q (166323.080000 sec): 3 clusters
  Score: Raw -74925.358937 + Penalty 2229.033636 = -72696.325300
  nChanged 3
		SP:Iteration 17Q (166323.220000 sec): 3 clusters
  Score: Raw -74927.209798 + Penalty 2229.033636 = -72698.176162
  nChanged 1
		SP:Iteration 18Q (166323.360000 sec): 3 clusters
  Score: Raw -74927.544674 + Penalty 2229.033636 = -72698.511038
  nChanged 1
		SP:Iteration 19Q (166323.500000 sec): 3 clusters
  Score: Raw -74928.868639 + Penalty 2229.033636 = -72699.835003
  nChanged 3
		SP:Iteration 20F (166323.660000 sec): 3 clusters
  Score: Raw -74931.842585 + Penalty 2229.033636 = -72702.808948
  nChanged 1
		SP:Iteration 21Q (166323.820000 sec): 3 clusters
  Score: Raw -74933.334151 + Penalty 2229.033636 = -72704.300514
  nChanged 1
		SP:Iteration 22Q (166323.970000 sec): 3 clusters
  Score: Raw -74934.430122 + Penalty 2229.033636 = -72705.396486
  nChanged 0
		SP:Iteration 23F (166324.120000 sec): 3 clusters
  Score: Raw -74934.430122 + Penalty 2229.033636 = -72705.396486
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166324.200000 sec): 2 clusters
  Score: Raw -239551.946122 + Penalty 1314.441178 = -238237.504943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166324.360000 sec): 3 clusters
  Score: Raw -237996.077015 + Penalty 2628.882356 = -235367.194659
  nChanged 1228
		SP:Iteration 1F (166324.510000 sec): 3 clusters
  Score: Raw -238817.707945 + Penalty 2628.882356 = -236188.825589
  nChanged 321
		SP:Iteration 2F (166324.670000 sec): 3 clusters
  Score: Raw -239115.160302 + Penalty 2628.882356 = -236486.277946
  nChanged 242
		SP:Iteration 3F (166324.820000 sec): 3 clusters
  Score: Raw -239325.190687 + Penalty 2628.882356 = -236696.308331
  nChanged 184
		SP:Iteration 4F (166324.990000 sec): 3 clusters
  Score: Raw -239503.844112 + Penalty 2628.882356 = -236874.961755
  nChanged 156
		SP:Iteration 5Q (166325.140000 sec): 3 clusters
  Score: Raw -239674.376194 + Penalty 2628.882356 = -237045.493837
  nChanged 162
		SP:Iteration 6Q (166325.300000 sec): 3 clusters
  Score: Raw -239847.753831 + Penalty 2628.882356 = -237218.871474
  nChanged 126
		SP:Iteration 7Q (166325.450000 sec): 3 clusters
  Score: Raw -239953.098193 + Penalty 2628.882356 = -237324.215836
  nChanged 93
		SP:Iteration 8Q (166325.610000 sec): 3 clusters
  Score: Raw -240018.987358 + Penalty 2628.882356 = -237390.105002
  nChanged 78
		SP:Iteration 9Q (166325.760000 sec): 3 clusters
  Score: Raw -240067.014545 + Penalty 2628.882356 = -237438.132189
  nChanged 51
		SP:Iteration 10Q (166325.920000 sec): 3 clusters
  Score: Raw -240098.578882 + Penalty 2628.882356 = -237469.696526
  nChanged 44
		SP:Iteration 11Q (166326.070000 sec): 3 clusters
  Score: Raw -240121.963600 + Penalty 2628.882356 = -237493.081244
  nChanged 28
		SP:Iteration 12Q (166326.230000 sec): 3 clusters
  Score: Raw -240129.507612 + Penalty 2628.882356 = -237500.625255
  nChanged 13
		SP:Iteration 13Q (166326.390000 sec): 3 clusters
  Score: Raw -240135.331650 + Penalty 2628.882356 = -237506.449294
  nChanged 10
		SP:Iteration 14Q (166326.540000 sec): 3 clusters
  Score: Raw -240139.561954 + Penalty 2628.882356 = -237510.679598
  nChanged 7
		SP:Iteration 15Q (166326.700000 sec): 3 clusters
  Score: Raw -240141.541462 + Penalty 2628.882356 = -237512.659105
  nChanged 6
		SP:Iteration 16Q (166326.850000 sec): 3 clusters
  Score: Raw -240144.451182 + Penalty 2628.882356 = -237515.568825
  nChanged 3
		SP:Iteration 17Q (166327.010000 sec): 3 clusters
  Score: Raw -240145.323327 + Penalty 2628.882356 = -237516.440970
  nChanged 2
		SP:Iteration 18Q (166327.160000 sec): 3 clusters
  Score: Raw -240145.730536 + Penalty 2628.882356 = -237516.848180
  nChanged 2
		SP:Iteration 19Q (166327.330000 sec): 3 clusters
  Score: Raw -240146.293449 + Penalty 2628.882356 = -237517.411093
  nChanged 1
		SP:Iteration 20F (166327.500000 sec): 3 clusters
  Score: Raw -240146.761935 + Penalty 2628.882356 = -237517.879579
  nChanged 1
		SP:Iteration 21Q (166327.640000 sec): 3 clusters
  Score: Raw -240147.275576 + Penalty 2628.882356 = -237518.393220
  nChanged 2
		SP:Iteration 22Q (166327.780000 sec): 3 clusters
  Score: Raw -240147.813610 + Penalty 2628.882356 = -237518.931253
  nChanged 1
		SP:Iteration 23Q (166327.920000 sec): 3 clusters
  Score: Raw -240147.904174 + Penalty 2628.882356 = -237519.021818
  nChanged 0
		SP:Iteration 24F (166328.070000 sec): 3 clusters
  Score: Raw -240147.904174 + Penalty 2628.882356 = -237519.021818
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (1851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166328.140000 sec): 2 clusters
  Score: Raw -157770.343601 + Penalty 1222.565713 = -156547.777888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166328.280000 sec): 3 clusters
  Score: Raw -156992.065879 + Penalty 2445.131427 = -154546.934452
  nChanged 636
		SP:Iteration 1F (166328.450000 sec): 3 clusters
  Score: Raw -157422.878705 + Penalty 2445.131427 = -154977.747278
  nChanged 156
		SP:Iteration 2F (166328.590000 sec): 3 clusters
  Score: Raw -157535.336205 + Penalty 2445.131427 = -155090.204778
  nChanged 102
		SP:Iteration 3F (166328.740000 sec): 3 clusters
  Score: Raw -157625.648696 + Penalty 2445.131427 = -155180.517269
  nChanged 80
		SP:Iteration 4Q (166328.880000 sec): 3 clusters
  Score: Raw -157693.600348 + Penalty 2445.131427 = -155248.468921
  nChanged 68
		SP:Iteration 5Q (166329.020000 sec): 3 clusters
  Score: Raw -157747.440361 + Penalty 2445.131427 = -155302.308935
  nChanged 49
		SP:Iteration 6Q (166329.170000 sec): 3 clusters
  Score: Raw -157786.194832 + Penalty 2445.131427 = -155341.063406
  nChanged 38
		SP:Iteration 7Q (166329.310000 sec): 3 clusters
  Score: Raw -157817.240748 + Penalty 2445.131427 = -155372.109321
  nChanged 36
		SP:Iteration 8Q (166329.450000 sec): 3 clusters
  Score: Raw -157842.987198 + Penalty 2445.131427 = -155397.855772
  nChanged 25
		SP:Iteration 9Q (166329.580000 sec): 3 clusters
  Score: Raw -157857.823782 + Penalty 2445.131427 = -155412.692356
  nChanged 18
		SP:Iteration 10Q (166329.700000 sec): 3 clusters
  Score: Raw -157869.908239 + Penalty 2445.131427 = -155424.776813
  nChanged 24
		SP:Iteration 11Q (166329.830000 sec): 3 clusters
  Score: Raw -157881.432358 + Penalty 2445.131427 = -155436.300931
  nChanged 18
		SP:Iteration 12Q (166329.960000 sec): 3 clusters
  Score: Raw -157893.921886 + Penalty 2445.131427 = -155448.790459
  nChanged 20
		SP:Iteration 13Q (166330.090000 sec): 3 clusters
  Score: Raw -157908.028814 + Penalty 2445.131427 = -155462.897388
  nChanged 24
		SP:Iteration 14Q (166330.220000 sec): 3 clusters
  Score: Raw -157926.618352 + Penalty 2445.131427 = -155481.486925
  nChanged 22
		SP:Iteration 15Q (166330.340000 sec): 3 clusters
  Score: Raw -157937.653336 + Penalty 2445.131427 = -155492.521909
  nChanged 9
		SP:Iteration 16Q (166330.470000 sec): 3 clusters
  Score: Raw -157942.345098 + Penalty 2445.131427 = -155497.213671
  nChanged 15
		SP:Iteration 17Q (166330.600000 sec): 3 clusters
  Score: Raw -157951.057162 + Penalty 2445.131427 = -155505.925735
  nChanged 13
		SP:Iteration 18Q (166330.730000 sec): 3 clusters
  Score: Raw -157959.569476 + Penalty 2445.131427 = -155514.438049
  nChanged 11
		SP:Iteration 19Q (166330.860000 sec): 3 clusters
  Score: Raw -157967.941800 + Penalty 2445.131427 = -155522.810373
  nChanged 12
		SP:Iteration 20F (166330.980000 sec): 3 clusters
  Score: Raw -157977.309448 + Penalty 2445.131427 = -155532.178022
  nChanged 12
		SP:Iteration 21Q (166331.110000 sec): 3 clusters
  Score: Raw -157984.787267 + Penalty 2445.131427 = -155539.655841
  nChanged 11
		SP:Iteration 22Q (166331.240000 sec): 3 clusters
  Score: Raw -157990.291288 + Penalty 2445.131427 = -155545.159862
  nChanged 11
		SP:Iteration 23Q (166331.360000 sec): 3 clusters
  Score: Raw -157998.283535 + Penalty 2445.131427 = -155553.152108
  nChanged 15
		SP:Iteration 24Q (166331.500000 sec): 3 clusters
  Score: Raw -158009.061620 + Penalty 2445.131427 = -155563.930193
  nChanged 11
		SP:Iteration 25Q (166331.620000 sec): 3 clusters
  Score: Raw -158015.596614 + Penalty 2445.131427 = -155570.465188
  nChanged 9
		SP:Iteration 26Q (166331.780000 sec): 3 clusters
  Score: Raw -158024.596165 + Penalty 2445.131427 = -155579.464738
  nChanged 11
		SP:Iteration 27Q (166331.890000 sec): 3 clusters
  Score: Raw -158031.572188 + Penalty 2445.131427 = -155586.440761
  nChanged 10
		SP:Iteration 28Q (166332.040000 sec): 3 clusters
  Score: Raw -158037.440730 + Penalty 2445.131427 = -155592.309303
  nChanged 5
		SP:Iteration 29Q (166332.220000 sec): 3 clusters
  Score: Raw -158039.983437 + Penalty 2445.131427 = -155594.852010
  nChanged 3
		SP:Iteration 30Q (166332.380000 sec): 3 clusters
  Score: Raw -158040.838894 + Penalty 2445.131427 = -155595.707467
  nChanged 2
		SP:Iteration 31Q (166332.520000 sec): 3 clusters
  Score: Raw -158042.038467 + Penalty 2445.131427 = -155596.907041
  nChanged 1
		SP:Iteration 32Q (166332.680000 sec): 3 clusters
  Score: Raw -158042.542316 + Penalty 2445.131427 = -155597.410890
  nChanged 2
		SP:Iteration 33Q (166332.840000 sec): 3 clusters
  Score: Raw -158043.522378 + Penalty 2445.131427 = -155598.390952
  nChanged 3
		SP:Iteration 34Q (166333.000000 sec): 3 clusters
  Score: Raw -158046.250920 + Penalty 2445.131427 = -155601.119493
  nChanged 6
		SP:Iteration 35Q (166333.160000 sec): 3 clusters
  Score: Raw -158049.222617 + Penalty 2445.131427 = -155604.091190
  nChanged 5
		SP:Iteration 36Q (166333.320000 sec): 3 clusters
  Score: Raw -158052.760832 + Penalty 2445.131427 = -155607.629406
  nChanged 5
		SP:Iteration 37Q (166333.480000 sec): 3 clusters
  Score: Raw -158056.633476 + Penalty 2445.131427 = -155611.502049
  nChanged 4
		SP:Iteration 38Q (166333.640000 sec): 3 clusters
  Score: Raw -158059.109203 + Penalty 2445.131427 = -155613.977776
  nChanged 3
		SP:Iteration 39Q (166333.800000 sec): 3 clusters
  Score: Raw -158061.293606 + Penalty 2445.131427 = -155616.162180
  nChanged 2
		SP:Iteration 40F (166333.960000 sec): 3 clusters
  Score: Raw -158063.882581 + Penalty 2445.131427 = -155618.751154
  nChanged 5
		SP:Iteration 41Q (166334.120000 sec): 3 clusters
  Score: Raw -158066.421246 + Penalty 2445.131427 = -155621.289820
  nChanged 4
		SP:Iteration 42Q (166334.320000 sec): 3 clusters
  Score: Raw -158069.140629 + Penalty 2445.131427 = -155624.009202
  nChanged 5
		SP:Iteration 43Q (166334.490000 sec): 3 clusters
  Score: Raw -158071.694936 + Penalty 2445.131427 = -155626.563509
  nChanged 5
		SP:Iteration 44Q (166334.650000 sec): 3 clusters
  Score: Raw -158074.104012 + Penalty 2445.131427 = -155628.972585
  nChanged 4
		SP:Iteration 45Q (166334.800000 sec): 3 clusters
  Score: Raw -158075.835059 + Penalty 2445.131427 = -155630.703632
  nChanged 4
		SP:Iteration 46Q (166334.960000 sec): 3 clusters
  Score: Raw -158077.895947 + Penalty 2445.131427 = -155632.764520
  nChanged 6
		SP:Iteration 47Q (166335.120000 sec): 3 clusters
  Score: Raw -158084.348575 + Penalty 2445.131427 = -155639.217148
  nChanged 6
		SP:Iteration 48Q (166335.270000 sec): 3 clusters
  Score: Raw -158087.677835 + Penalty 2445.131427 = -155642.546409
  nChanged 5
		SP:Iteration 49Q (166335.430000 sec): 3 clusters
  Score: Raw -158091.884102 + Penalty 2445.131427 = -155646.752675
  nChanged 2
		SP:Iteration 50Q (166335.580000 sec): 3 clusters
  Score: Raw -158094.457868 + Penalty 2445.131427 = -155649.326441
  nChanged 6
		SP:Iteration 51Q (166335.740000 sec): 3 clusters
  Score: Raw -158100.680730 + Penalty 2445.131427 = -155655.549303
  nChanged 9
		SP:Iteration 52Q (166335.900000 sec): 3 clusters
  Score: Raw -158106.123458 + Penalty 2445.131427 = -155660.992032
  nChanged 7
		SP:Iteration 53Q (166336.050000 sec): 3 clusters
  Score: Raw -158111.278992 + Penalty 2445.131427 = -155666.147565
  nChanged 4
		SP:Iteration 54Q (166336.210000 sec): 3 clusters
  Score: Raw -158114.731032 + Penalty 2445.131427 = -155669.599606
  nChanged 4
		SP:Iteration 55Q (166336.370000 sec): 3 clusters
  Score: Raw -158118.482836 + Penalty 2445.131427 = -155673.351409
  nChanged 5
		SP:Iteration 56Q (166336.540000 sec): 3 clusters
  Score: Raw -158121.679864 + Penalty 2445.131427 = -155676.548437
  nChanged 2
		SP:Iteration 57Q (166336.710000 sec): 3 clusters
  Score: Raw -158123.282565 + Penalty 2445.131427 = -155678.151138
  nChanged 3
		SP:Iteration 58Q (166336.850000 sec): 3 clusters
  Score: Raw -158127.035403 + Penalty 2445.131427 = -155681.903976
  nChanged 8
		SP:Iteration 59Q (166336.990000 sec): 3 clusters
  Score: Raw -158133.256052 + Penalty 2445.131427 = -155688.124625
  nChanged 2
		SP:Iteration 60F (166337.130000 sec): 3 clusters
  Score: Raw -158135.193593 + Penalty 2445.131427 = -155690.062167
  nChanged 3
		SP:Iteration 61Q (166337.260000 sec): 3 clusters
  Score: Raw -158136.754612 + Penalty 2445.131427 = -155691.623185
  nChanged 3
		SP:Iteration 62Q (166337.400000 sec): 3 clusters
  Score: Raw -158138.355846 + Penalty 2445.131427 = -155693.224419
  nChanged 4
		SP:Iteration 63Q (166337.540000 sec): 3 clusters
  Score: Raw -158139.683438 + Penalty 2445.131427 = -155694.552012
  nChanged 5
		SP:Iteration 64Q (166337.680000 sec): 3 clusters
  Score: Raw -158140.539186 + Penalty 2445.131427 = -155695.407760
  nChanged 1
		SP:Iteration 65Q (166337.820000 sec): 3 clusters
  Score: Raw -158140.721636 + Penalty 2445.131427 = -155695.590209
  nChanged 2
		SP:Iteration 66Q (166338.000000 sec): 3 clusters
  Score: Raw -158141.280994 + Penalty 2445.131427 = -155696.149568
  nChanged 1
		SP:Iteration 67Q (166338.140000 sec): 3 clusters
  Score: Raw -158141.605766 + Penalty 2445.131427 = -155696.474340
  nChanged 1
		SP:Iteration 68Q (166338.270000 sec): 3 clusters
  Score: Raw -158141.848071 + Penalty 2445.131427 = -155696.716645
  nChanged 2
		SP:Iteration 69Q (166338.410000 sec): 3 clusters
  Score: Raw -158143.858085 + Penalty 2445.131427 = -155698.726658
  nChanged 2
		SP:Iteration 70Q (166338.550000 sec): 3 clusters
  Score: Raw -158146.009917 + Penalty 2445.131427 = -155700.878490
  nChanged 0
		SP:Iteration 71F (166338.680000 sec): 3 clusters
  Score: Raw -158146.009917 + Penalty 2445.131427 = -155700.878490
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166338.770000 sec): 2 clusters
  Score: Raw -477584.947769 + Penalty 1373.018160 = -476211.929609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166338.950000 sec): 3 clusters
  Score: Raw -475195.653373 + Penalty 2746.036320 = -472449.617052
  nChanged 1842
		SP:Iteration 1F (166339.070000 sec): 3 clusters
  Score: Raw -476109.258852 + Penalty 2746.036320 = -473363.222531
  nChanged 298
		SP:Iteration 2F (166339.260000 sec): 3 clusters
  Score: Raw -476262.861930 + Penalty 2746.036320 = -473516.825609
  nChanged 234
		SP:Iteration 3F (166339.380000 sec): 3 clusters
  Score: Raw -476367.142663 + Penalty 2746.036320 = -473621.106343
  nChanged 157
		SP:Iteration 4Q (166339.580000 sec): 3 clusters
  Score: Raw -476426.949344 + Penalty 2746.036320 = -473680.913024
  nChanged 121
		SP:Iteration 5Q (166339.710000 sec): 3 clusters
  Score: Raw -476468.617511 + Penalty 2746.036320 = -473722.581191
  nChanged 95
		SP:Iteration 6Q (166339.880000 sec): 3 clusters
  Score: Raw -476498.692489 + Penalty 2746.036320 = -473752.656169
  nChanged 71
		SP:Iteration 7Q (166340.010000 sec): 3 clusters
  Score: Raw -476520.641469 + Penalty 2746.036320 = -473774.605149
  nChanged 72
		SP:Iteration 8Q (166340.210000 sec): 3 clusters
  Score: Raw -476543.149848 + Penalty 2746.036320 = -473797.113528
  nChanged 60
		SP:Iteration 9Q (166340.330000 sec): 3 clusters
  Score: Raw -476562.241498 + Penalty 2746.036320 = -473816.205178
  nChanged 49
		SP:Iteration 10Q (166340.520000 sec): 3 clusters
  Score: Raw -476576.513862 + Penalty 2746.036320 = -473830.477542
  nChanged 51
		SP:Iteration 11Q (166340.650000 sec): 3 clusters
  Score: Raw -476592.841614 + Penalty 2746.036320 = -473846.805293
  nChanged 45
		SP:Iteration 12Q (166340.840000 sec): 3 clusters
  Score: Raw -476608.033198 + Penalty 2746.036320 = -473861.996877
  nChanged 41
		SP:Iteration 13Q (166340.970000 sec): 3 clusters
  Score: Raw -476620.789628 + Penalty 2746.036320 = -473874.753308
  nChanged 45
		SP:Iteration 14Q (166341.160000 sec): 3 clusters
  Score: Raw -476633.826927 + Penalty 2746.036320 = -473887.790607
  nChanged 36
		SP:Iteration 15Q (166341.290000 sec): 3 clusters
  Score: Raw -476643.928021 + Penalty 2746.036320 = -473897.891700
  nChanged 40
		SP:Iteration 16Q (166341.490000 sec): 3 clusters
  Score: Raw -476657.505556 + Penalty 2746.036320 = -473911.469236
  nChanged 42
		SP:Iteration 17Q (166341.640000 sec): 3 clusters
  Score: Raw -476669.243357 + Penalty 2746.036320 = -473923.207037
  nChanged 44
		SP:Iteration 18Q (166341.800000 sec): 3 clusters
  Score: Raw -476681.095793 + Penalty 2746.036320 = -473935.059472
  nChanged 38
		SP:Iteration 19Q (166341.930000 sec): 3 clusters
  Score: Raw -476693.463170 + Penalty 2746.036320 = -473947.426849
  nChanged 37
		SP:Iteration 20F (166342.130000 sec): 3 clusters
  Score: Raw -476705.319120 + Penalty 2746.036320 = -473959.282799
  nChanged 39
		SP:Iteration 21Q (166342.260000 sec): 3 clusters
  Score: Raw -476719.411817 + Penalty 2746.036320 = -473973.375497
  nChanged 35
		SP:Iteration 22Q (166342.400000 sec): 3 clusters
  Score: Raw -476730.747877 + Penalty 2746.036320 = -473984.711556
  nChanged 33
		SP:Iteration 23Q (166342.550000 sec): 3 clusters
  Score: Raw -476740.722832 + Penalty 2746.036320 = -473994.686512
  nChanged 33
		SP:Iteration 24Q (166342.700000 sec): 3 clusters
  Score: Raw -476748.778421 + Penalty 2746.036320 = -474002.742101
  nChanged 23
		SP:Iteration 25Q (166342.860000 sec): 3 clusters
  Score: Raw -476754.845909 + Penalty 2746.036320 = -474008.809589
  nChanged 19
		SP:Iteration 26Q (166343.020000 sec): 3 clusters
  Score: Raw -476760.279193 + Penalty 2746.036320 = -474014.242872
  nChanged 26
		SP:Iteration 27Q (166343.180000 sec): 3 clusters
  Score: Raw -476766.882505 + Penalty 2746.036320 = -474020.846185
  nChanged 21
		SP:Iteration 28Q (166343.340000 sec): 3 clusters
  Score: Raw -476773.539246 + Penalty 2746.036320 = -474027.502926
  nChanged 30
		SP:Iteration 29Q (166343.500000 sec): 3 clusters
  Score: Raw -476780.411963 + Penalty 2746.036320 = -474034.375643
  nChanged 23
		SP:Iteration 30Q (166343.660000 sec): 3 clusters
  Score: Raw -476787.173919 + Penalty 2746.036320 = -474041.137599
  nChanged 27
		SP:Iteration 31Q (166343.820000 sec): 3 clusters
  Score: Raw -476794.239379 + Penalty 2746.036320 = -474048.203059
  nChanged 24
		SP:Iteration 32Q (166343.980000 sec): 3 clusters
  Score: Raw -476800.687828 + Penalty 2746.036320 = -474054.651507
  nChanged 30
		SP:Iteration 33Q (166344.130000 sec): 3 clusters
  Score: Raw -476809.567175 + Penalty 2746.036320 = -474063.530854
  nChanged 32
		SP:Iteration 34Q (166344.290000 sec): 3 clusters
  Score: Raw -476820.530901 + Penalty 2746.036320 = -474074.494581
  nChanged 37
		SP:Iteration 35Q (166344.450000 sec): 3 clusters
  Score: Raw -476833.636674 + Penalty 2746.036320 = -474087.600353
  nChanged 47
		SP:Iteration 36Q (166344.610000 sec): 3 clusters
  Score: Raw -476851.272942 + Penalty 2746.036320 = -474105.236622
  nChanged 46
		SP:Iteration 37Q (166344.770000 sec): 3 clusters
  Score: Raw -476871.120825 + Penalty 2746.036320 = -474125.084504
  nChanged 58
		SP:Iteration 38Q (166344.930000 sec): 3 clusters
  Score: Raw -476893.426527 + Penalty 2746.036320 = -474147.390206
  nChanged 58
		SP:Iteration 39Q (166345.090000 sec): 3 clusters
  Score: Raw -476919.173125 + Penalty 2746.036320 = -474173.136804
  nChanged 70
		SP:Iteration 40F (166345.240000 sec): 3 clusters
  Score: Raw -476949.751916 + Penalty 2746.036320 = -474203.715596
  nChanged 67
		SP:Iteration 41Q (166345.390000 sec): 3 clusters
  Score: Raw -476988.627925 + Penalty 2746.036320 = -474242.591604
  nChanged 79
		SP:Iteration 42Q (166345.540000 sec): 3 clusters
  Score: Raw -477045.013558 + Penalty 2746.036320 = -474298.977238
  nChanged 88
		SP:Iteration 43Q (166345.690000 sec): 3 clusters
  Score: Raw -477094.968619 + Penalty 2746.036320 = -474348.932299
  nChanged 85
		SP:Iteration 44Q (166345.840000 sec): 3 clusters
  Score: Raw -477137.464323 + Penalty 2746.036320 = -474391.428002
  nChanged 68
		SP:Iteration 45Q (166345.980000 sec): 3 clusters
  Score: Raw -477165.440680 + Penalty 2746.036320 = -474419.404359
  nChanged 59
		SP:Iteration 46Q (166346.170000 sec): 3 clusters
  Score: Raw -477193.651085 + Penalty 2746.036320 = -474447.614765
  nChanged 68
		SP:Iteration 47Q (166346.290000 sec): 3 clusters
  Score: Raw -477226.501686 + Penalty 2746.036320 = -474480.465366
  nChanged 71
		SP:Iteration 48Q (166346.470000 sec): 3 clusters
  Score: Raw -477258.862636 + Penalty 2746.036320 = -474512.826316
  nChanged 58
		SP:Iteration 49Q (166346.580000 sec): 3 clusters
  Score: Raw -477288.901410 + Penalty 2746.036320 = -474542.865090
  nChanged 76
		SP:Iteration 50Q (166346.730000 sec): 3 clusters
  Score: Raw -477331.408016 + Penalty 2746.036320 = -474585.371695
  nChanged 52
		SP:Iteration 51Q (166346.890000 sec): 3 clusters
  Score: Raw -477360.357652 + Penalty 2746.036320 = -474614.321331
  nChanged 55
		SP:Iteration 52Q (166347.050000 sec): 3 clusters
  Score: Raw -477392.957351 + Penalty 2746.036320 = -474646.921030
  nChanged 65
		SP:Iteration 53Q (166347.200000 sec): 3 clusters
  Score: Raw -477433.231418 + Penalty 2746.036320 = -474687.195098
  nChanged 54
		SP:Iteration 54Q (166347.350000 sec): 3 clusters
  Score: Raw -477468.335672 + Penalty 2746.036320 = -474722.299351
  nChanged 56
		SP:Iteration 55Q (166347.520000 sec): 3 clusters
  Score: Raw -477505.099583 + Penalty 2746.036320 = -474759.063263
  nChanged 54
		SP:Iteration 56Q (166347.660000 sec): 3 clusters
  Score: Raw -477543.592750 + Penalty 2746.036320 = -474797.556430
  nChanged 47
		SP:Iteration 57Q (166347.810000 sec): 3 clusters
  Score: Raw -477582.213446 + Penalty 2746.036320 = -474836.177125
  nChanged 45
		SP:Iteration 58Q (166347.950000 sec): 3 clusters
  Score: Raw -477624.805888 + Penalty 2746.036320 = -474878.769568
  nChanged 49
		SP:Iteration 59Q (166348.100000 sec): 3 clusters
  Score: Raw -477680.221781 + Penalty 2746.036320 = -474934.185460
  nChanged 38
		SP:Iteration 60F (166348.240000 sec): 3 clusters
  Score: Raw -477740.110067 + Penalty 2746.036320 = -474994.073746
  nChanged 24
		SP:Iteration 61Q (166348.380000 sec): 3 clusters
  Score: Raw -477784.673846 + Penalty 2746.036320 = -475038.637526
  nChanged 29
		SP:Iteration 62Q (166348.520000 sec): 3 clusters
  Score: Raw -477809.025016 + Penalty 2746.036320 = -475062.988695
  nChanged 23
		SP:Iteration 63Q (166348.670000 sec): 3 clusters
  Score: Raw -477825.474167 + Penalty 2746.036320 = -475079.437847
  nChanged 13
		SP:Iteration 64Q (166348.810000 sec): 3 clusters
  Score: Raw -477833.508230 + Penalty 2746.036320 = -475087.471909
  nChanged 8
		SP:Iteration 65Q (166348.960000 sec): 3 clusters
  Score: Raw -477837.788358 + Penalty 2746.036320 = -475091.752038
  nChanged 7
		SP:Iteration 66Q (166349.100000 sec): 3 clusters
  Score: Raw -477841.168852 + Penalty 2746.036320 = -475095.132532
  nChanged 3
		SP:Iteration 67Q (166349.240000 sec): 3 clusters
  Score: Raw -477842.517706 + Penalty 2746.036320 = -475096.481386
  nChanged 3
		SP:Iteration 68Q (166349.390000 sec): 3 clusters
  Score: Raw -477843.866519 + Penalty 2746.036320 = -475097.830198
  nChanged 5
		SP:Iteration 69Q (166349.530000 sec): 3 clusters
  Score: Raw -477845.908892 + Penalty 2746.036320 = -475099.872572
  nChanged 2
		SP:Iteration 70Q (166349.680000 sec): 3 clusters
  Score: Raw -477846.943803 + Penalty 2746.036320 = -475100.907483
  nChanged 1
		SP:Iteration 71Q (166349.820000 sec): 3 clusters
  Score: Raw -477847.431941 + Penalty 2746.036320 = -475101.395621
  nChanged 0
		SP:Iteration 72F (166349.950000 sec): 3 clusters
  Score: Raw -477847.431941 + Penalty 2746.036320 = -475101.395621
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (4831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166350.060000 sec): 2 clusters
  Score: Raw -347410.647374 + Penalty 1378.456424 = -346032.190950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166350.210000 sec): 3 clusters
  Score: Raw -344971.047118 + Penalty 2756.912848 = -342214.134270
  nChanged 1982
		SP:Iteration 1F (166350.360000 sec): 3 clusters
  Score: Raw -346420.080630 + Penalty 2756.912848 = -343663.167782
  nChanged 484
		SP:Iteration 2F (166350.500000 sec): 3 clusters
  Score: Raw -346833.926124 + Penalty 2756.912848 = -344077.013275
  nChanged 362
		SP:Iteration 3F (166350.640000 sec): 3 clusters
  Score: Raw -347148.120610 + Penalty 2756.912848 = -344391.207761
  nChanged 264
		SP:Iteration 4F (166350.790000 sec): 3 clusters
  Score: Raw -347338.952188 + Penalty 2756.912848 = -344582.039339
  nChanged 188
		SP:Iteration 5Q (166350.930000 sec): 3 clusters
  Score: Raw -347461.318887 + Penalty 2756.912848 = -344704.406039
  nChanged 165
		SP:Iteration 6Q (166351.070000 sec): 3 clusters
  Score: Raw -347579.969974 + Penalty 2756.912848 = -344823.057126
  nChanged 141
		SP:Iteration 7Q (166351.220000 sec): 3 clusters
  Score: Raw -347668.940382 + Penalty 2756.912848 = -344912.027534
  nChanged 134
		SP:Iteration 8Q (166351.360000 sec): 3 clusters
  Score: Raw -347727.827258 + Penalty 2756.912848 = -344970.914410
  nChanged 92
		SP:Iteration 9Q (166351.510000 sec): 3 clusters
  Score: Raw -347763.990880 + Penalty 2756.912848 = -345007.078032
  nChanged 75
		SP:Iteration 10Q (166351.650000 sec): 3 clusters
  Score: Raw -347798.517484 + Penalty 2756.912848 = -345041.604635
  nChanged 76
		SP:Iteration 11Q (166351.800000 sec): 3 clusters
  Score: Raw -347831.724070 + Penalty 2756.912848 = -345074.811222
  nChanged 61
		SP:Iteration 12Q (166351.940000 sec): 3 clusters
  Score: Raw -347853.802459 + Penalty 2756.912848 = -345096.889610
  nChanged 56
		SP:Iteration 13Q (166352.090000 sec): 3 clusters
  Score: Raw -347874.257951 + Penalty 2756.912848 = -345117.345103
  nChanged 46
		SP:Iteration 14Q (166352.230000 sec): 3 clusters
  Score: Raw -347891.609294 + Penalty 2756.912848 = -345134.696445
  nChanged 45
		SP:Iteration 15Q (166352.370000 sec): 3 clusters
  Score: Raw -347908.847674 + Penalty 2756.912848 = -345151.934826
  nChanged 43
		SP:Iteration 16Q (166352.520000 sec): 3 clusters
  Score: Raw -347924.598571 + Penalty 2756.912848 = -345167.685722
  nChanged 42
		SP:Iteration 17Q (166352.660000 sec): 3 clusters
  Score: Raw -347940.904752 + Penalty 2756.912848 = -345183.991904
  nChanged 39
		SP:Iteration 18Q (166352.810000 sec): 3 clusters
  Score: Raw -347954.703335 + Penalty 2756.912848 = -345197.790486
  nChanged 36
		SP:Iteration 19Q (166352.950000 sec): 3 clusters
  Score: Raw -347966.457906 + Penalty 2756.912848 = -345209.545058
  nChanged 21
		SP:Iteration 20F (166353.090000 sec): 3 clusters
  Score: Raw -347973.691765 + Penalty 2756.912848 = -345216.778916
  nChanged 18
		SP:Iteration 21Q (166353.230000 sec): 3 clusters
  Score: Raw -347980.020534 + Penalty 2756.912848 = -345223.107686
  nChanged 19
		SP:Iteration 22Q (166353.380000 sec): 3 clusters
  Score: Raw -347986.031557 + Penalty 2756.912848 = -345229.118708
  nChanged 18
		SP:Iteration 23Q (166353.560000 sec): 3 clusters
  Score: Raw -347990.971699 + Penalty 2756.912848 = -345234.058850
  nChanged 16
		SP:Iteration 24Q (166353.700000 sec): 3 clusters
  Score: Raw -347994.844778 + Penalty 2756.912848 = -345237.931929
  nChanged 14
		SP:Iteration 25Q (166353.840000 sec): 3 clusters
  Score: Raw -347997.981387 + Penalty 2756.912848 = -345241.068539
  nChanged 13
		SP:Iteration 26Q (166353.990000 sec): 3 clusters
  Score: Raw -348000.503821 + Penalty 2756.912848 = -345243.590973
  nChanged 5
		SP:Iteration 27Q (166354.130000 sec): 3 clusters
  Score: Raw -348001.535801 + Penalty 2756.912848 = -345244.622953
  nChanged 3
		SP:Iteration 28Q (166354.270000 sec): 3 clusters
  Score: Raw -348002.250213 + Penalty 2756.912848 = -345245.337365
  nChanged 6
		SP:Iteration 29Q (166354.420000 sec): 3 clusters
  Score: Raw -348003.102189 + Penalty 2756.912848 = -345246.189340
  nChanged 2
		SP:Iteration 30Q (166354.570000 sec): 3 clusters
  Score: Raw -348003.728136 + Penalty 2756.912848 = -345246.815287
  nChanged 1
		SP:Iteration 31Q (166354.710000 sec): 3 clusters
  Score: Raw -348004.044849 + Penalty 2756.912848 = -345247.132001
  nChanged 0
		SP:Iteration 32F (166354.870000 sec): 3 clusters
  Score: Raw -348004.044849 + Penalty 2756.912848 = -345247.132001
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (4440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166354.990000 sec): 2 clusters
  Score: Raw -306191.027737 + Penalty 1364.741569 = -304826.286168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166355.160000 sec): 3 clusters
  Score: Raw -303943.070213 + Penalty 2729.483138 = -301213.587075
  nChanged 1782
		SP:Iteration 1F (166355.320000 sec): 3 clusters
  Score: Raw -305193.177778 + Penalty 2729.483138 = -302463.694640
  nChanged 426
		SP:Iteration 2F (166355.500000 sec): 3 clusters
  Score: Raw -305590.173104 + Penalty 2729.483138 = -302860.689966
  nChanged 347
		SP:Iteration 3F (166355.680000 sec): 3 clusters
  Score: Raw -305878.103365 + Penalty 2729.483138 = -303148.620227
  nChanged 269
		SP:Iteration 4F (166355.840000 sec): 3 clusters
  Score: Raw -306089.482002 + Penalty 2729.483138 = -303359.998864
  nChanged 221
		SP:Iteration 5Q (166355.990000 sec): 3 clusters
  Score: Raw -306268.115873 + Penalty 2729.483138 = -303538.632734
  nChanged 202
		SP:Iteration 6Q (166356.150000 sec): 3 clusters
  Score: Raw -306407.475083 + Penalty 2729.483138 = -303677.991945
  nChanged 149
		SP:Iteration 7Q (166356.300000 sec): 3 clusters
  Score: Raw -306513.318839 + Penalty 2729.483138 = -303783.835701
  nChanged 126
		SP:Iteration 8Q (166356.460000 sec): 3 clusters
  Score: Raw -306620.210087 + Penalty 2729.483138 = -303890.726949
  nChanged 118
		SP:Iteration 9Q (166356.620000 sec): 3 clusters
  Score: Raw -306689.349653 + Penalty 2729.483138 = -303959.866515
  nChanged 87
		SP:Iteration 10Q (166356.780000 sec): 3 clusters
  Score: Raw -306733.402093 + Penalty 2729.483138 = -304003.918955
  nChanged 77
		SP:Iteration 11Q (166356.940000 sec): 3 clusters
  Score: Raw -306767.881067 + Penalty 2729.483138 = -304038.397929
  nChanged 53
		SP:Iteration 12Q (166357.100000 sec): 3 clusters
  Score: Raw -306789.362556 + Penalty 2729.483138 = -304059.879418
  nChanged 43
		SP:Iteration 13Q (166357.260000 sec): 3 clusters
  Score: Raw -306806.954711 + Penalty 2729.483138 = -304077.471573
  nChanged 41
		SP:Iteration 14Q (166357.410000 sec): 3 clusters
  Score: Raw -306824.867339 + Penalty 2729.483138 = -304095.384201
  nChanged 35
		SP:Iteration 15Q (166357.570000 sec): 3 clusters
  Score: Raw -306844.836471 + Penalty 2729.483138 = -304115.353333
  nChanged 40
		SP:Iteration 16Q (166357.750000 sec): 3 clusters
  Score: Raw -306863.891889 + Penalty 2729.483138 = -304134.408751
  nChanged 32
		SP:Iteration 17Q (166357.910000 sec): 3 clusters
  Score: Raw -306880.115770 + Penalty 2729.483138 = -304150.632632
  nChanged 32
		SP:Iteration 18Q (166358.070000 sec): 3 clusters
  Score: Raw -306891.775601 + Penalty 2729.483138 = -304162.292463
  nChanged 23
		SP:Iteration 19Q (166358.230000 sec): 3 clusters
  Score: Raw -306902.187971 + Penalty 2729.483138 = -304172.704833
  nChanged 30
		SP:Iteration 20F (166358.380000 sec): 3 clusters
  Score: Raw -306922.392324 + Penalty 2729.483138 = -304192.909186
  nChanged 35
		SP:Iteration 21Q (166358.540000 sec): 3 clusters
  Score: Raw -306937.141258 + Penalty 2729.483138 = -304207.658120
  nChanged 36
		SP:Iteration 22Q (166358.690000 sec): 3 clusters
  Score: Raw -306953.798521 + Penalty 2729.483138 = -304224.315383
  nChanged 26
		SP:Iteration 23Q (166358.850000 sec): 3 clusters
  Score: Raw -306961.597725 + Penalty 2729.483138 = -304232.114587
  nChanged 15
		SP:Iteration 24Q (166359.000000 sec): 3 clusters
  Score: Raw -306965.348682 + Penalty 2729.483138 = -304235.865544
  nChanged 15
		SP:Iteration 25Q (166359.160000 sec): 3 clusters
  Score: Raw -306969.678210 + Penalty 2729.483138 = -304240.195072
  nChanged 13
		SP:Iteration 26Q (166359.310000 sec): 3 clusters
  Score: Raw -306973.017925 + Penalty 2729.483138 = -304243.534787
  nChanged 9
		SP:Iteration 27Q (166359.510000 sec): 3 clusters
  Score: Raw -306975.003944 + Penalty 2729.483138 = -304245.520806
  nChanged 13
		SP:Iteration 28Q (166359.640000 sec): 3 clusters
  Score: Raw -306979.569737 + Penalty 2729.483138 = -304250.086599
  nChanged 15
		SP:Iteration 29Q (166359.790000 sec): 3 clusters
  Score: Raw -306983.278307 + Penalty 2729.483138 = -304253.795169
  nChanged 11
		SP:Iteration 30Q (166359.950000 sec): 3 clusters
  Score: Raw -306985.510465 + Penalty 2729.483138 = -304256.027327
  nChanged 2
		SP:Iteration 31Q (166360.110000 sec): 3 clusters
  Score: Raw -306985.691883 + Penalty 2729.483138 = -304256.208745
  nChanged 0
		SP:Iteration 32F (166360.270000 sec): 3 clusters
  Score: Raw -306985.691883 + Penalty 2729.483138 = -304256.208745
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (2466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166360.330000 sec): 2 clusters
  Score: Raw -207218.874132 + Penalty 1269.182311 = -205949.691821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166360.490000 sec): 3 clusters
  Score: Raw -206077.655470 + Penalty 2538.364622 = -203539.290848
  nChanged 929
		SP:Iteration 1F (166360.650000 sec): 3 clusters
  Score: Raw -206700.178397 + Penalty 2538.364622 = -204161.813775
  nChanged 245
		SP:Iteration 2F (166360.810000 sec): 3 clusters
  Score: Raw -206921.026313 + Penalty 2538.364622 = -204382.661691
  nChanged 178
		SP:Iteration 3F (166360.970000 sec): 3 clusters
  Score: Raw -207060.036477 + Penalty 2538.364622 = -204521.671854
  nChanged 132
		SP:Iteration 4F (166361.130000 sec): 3 clusters
  Score: Raw -207170.083014 + Penalty 2538.364622 = -204631.718392
  nChanged 101
		SP:Iteration 5Q (166361.290000 sec): 3 clusters
  Score: Raw -207260.143398 + Penalty 2538.364622 = -204721.778776
  nChanged 79
		SP:Iteration 6Q (166361.440000 sec): 3 clusters
  Score: Raw -207325.306119 + Penalty 2538.364622 = -204786.941497
  nChanged 70
		SP:Iteration 7Q (166361.600000 sec): 3 clusters
  Score: Raw -207376.333598 + Penalty 2538.364622 = -204837.968975
  nChanged 59
		SP:Iteration 8Q (166361.760000 sec): 3 clusters
  Score: Raw -207421.742136 + Penalty 2538.364622 = -204883.377514
  nChanged 48
		SP:Iteration 9Q (166361.910000 sec): 3 clusters
  Score: Raw -207453.769275 + Penalty 2538.364622 = -204915.404653
  nChanged 37
		SP:Iteration 10Q (166362.060000 sec): 3 clusters
  Score: Raw -207480.928308 + Penalty 2538.364622 = -204942.563685
  nChanged 40
		SP:Iteration 11Q (166362.210000 sec): 3 clusters
  Score: Raw -207505.227871 + Penalty 2538.364622 = -204966.863249
  nChanged 30
		SP:Iteration 12Q (166362.350000 sec): 3 clusters
  Score: Raw -207528.014492 + Penalty 2538.364622 = -204989.649869
  nChanged 26
		SP:Iteration 13Q (166362.500000 sec): 3 clusters
  Score: Raw -207542.167769 + Penalty 2538.364622 = -205003.803147
  nChanged 21
		SP:Iteration 14Q (166362.650000 sec): 3 clusters
  Score: Raw -207553.905890 + Penalty 2538.364622 = -205015.541268
  nChanged 21
		SP:Iteration 15Q (166362.790000 sec): 3 clusters
  Score: Raw -207570.408328 + Penalty 2538.364622 = -205032.043706
  nChanged 28
		SP:Iteration 16Q (166362.920000 sec): 3 clusters
  Score: Raw -207589.554784 + Penalty 2538.364622 = -205051.190162
  nChanged 21
		SP:Iteration 17Q (166363.060000 sec): 3 clusters
  Score: Raw -207601.061734 + Penalty 2538.364622 = -205062.697112
  nChanged 16
		SP:Iteration 18Q (166363.200000 sec): 3 clusters
  Score: Raw -207612.102233 + Penalty 2538.364622 = -205073.737610
  nChanged 22
		SP:Iteration 19Q (166363.340000 sec): 3 clusters
  Score: Raw -207625.372002 + Penalty 2538.364622 = -205087.007380
  nChanged 24
		SP:Iteration 20F (166363.480000 sec): 3 clusters
  Score: Raw -207645.354654 + Penalty 2538.364622 = -205106.990032
  nChanged 36
		SP:Iteration 21Q (166363.630000 sec): 3 clusters
  Score: Raw -207675.503118 + Penalty 2538.364622 = -205137.138495
  nChanged 36
		SP:Iteration 22Q (166363.770000 sec): 3 clusters
  Score: Raw -207706.452139 + Penalty 2538.364622 = -205168.087517
  nChanged 41
		SP:Iteration 23Q (166363.910000 sec): 3 clusters
  Score: Raw -207743.753478 + Penalty 2538.364622 = -205205.388856
  nChanged 40
		SP:Iteration 24Q (166364.060000 sec): 3 clusters
  Score: Raw -207773.928764 + Penalty 2538.364622 = -205235.564141
  nChanged 36
		SP:Iteration 25Q (166364.200000 sec): 3 clusters
  Score: Raw -207799.649500 + Penalty 2538.364622 = -205261.284878
  nChanged 31
		SP:Iteration 26Q (166364.330000 sec): 3 clusters
  Score: Raw -207828.774713 + Penalty 2538.364622 = -205290.410091
  nChanged 37
		SP:Iteration 27Q (166364.460000 sec): 3 clusters
  Score: Raw -207863.638195 + Penalty 2538.364622 = -205325.273573
  nChanged 36
		SP:Iteration 28Q (166364.590000 sec): 3 clusters
  Score: Raw -207906.021123 + Penalty 2538.364622 = -205367.656501
  nChanged 39
		SP:Iteration 29Q (166364.720000 sec): 3 clusters
  Score: Raw -207960.827787 + Penalty 2538.364622 = -205422.463165
  nChanged 44
		SP:Iteration 30Q (166364.860000 sec): 3 clusters
  Score: Raw -208012.343477 + Penalty 2538.364622 = -205473.978855
  nChanged 38
		SP:Iteration 31Q (166365.010000 sec): 3 clusters
  Score: Raw -208040.724691 + Penalty 2538.364622 = -205502.360069
  nChanged 30
		SP:Iteration 32Q (166365.160000 sec): 3 clusters
  Score: Raw -208062.076648 + Penalty 2538.364622 = -205523.712026
  nChanged 21
		SP:Iteration 33Q (166365.320000 sec): 3 clusters
  Score: Raw -208077.326494 + Penalty 2538.364622 = -205538.961872
  nChanged 20
		SP:Iteration 34Q (166365.490000 sec): 3 clusters
  Score: Raw -208097.892069 + Penalty 2538.364622 = -205559.527447
  nChanged 20
		SP:Iteration 35Q (166365.650000 sec): 3 clusters
  Score: Raw -208109.443297 + Penalty 2538.364622 = -205571.078675
  nChanged 13
		SP:Iteration 36Q (166365.800000 sec): 3 clusters
  Score: Raw -208114.292335 + Penalty 2538.364622 = -205575.927713
  nChanged 10
		SP:Iteration 37Q (166365.950000 sec): 3 clusters
  Score: Raw -208121.535092 + Penalty 2538.364622 = -205583.170470
  nChanged 10
		SP:Iteration 38Q (166366.090000 sec): 3 clusters
  Score: Raw -208129.172496 + Penalty 2538.364622 = -205590.807874
  nChanged 8
		SP:Iteration 39Q (166366.240000 sec): 3 clusters
  Score: Raw -208133.166440 + Penalty 2538.364622 = -205594.801818
  nChanged 7
		SP:Iteration 40F (166366.380000 sec): 3 clusters
  Score: Raw -208136.933747 + Penalty 2538.364622 = -205598.569124
  nChanged 6
		SP:Iteration 41Q (166366.530000 sec): 3 clusters
  Score: Raw -208140.131898 + Penalty 2538.364622 = -205601.767276
  nChanged 5
		SP:Iteration 42Q (166366.730000 sec): 3 clusters
  Score: Raw -208141.859225 + Penalty 2538.364622 = -205603.494602
  nChanged 2
		SP:Iteration 43Q (166366.890000 sec): 3 clusters
  Score: Raw -208142.224032 + Penalty 2538.364622 = -205603.859409
  nChanged 2
		SP:Iteration 44Q (166367.020000 sec): 3 clusters
  Score: Raw -208143.363896 + Penalty 2538.364622 = -205604.999274
  nChanged 1
		SP:Iteration 45Q (166367.150000 sec): 3 clusters
  Score: Raw -208143.894188 + Penalty 2538.364622 = -205605.529566
  nChanged 0
		SP:Iteration 46F (166367.290000 sec): 3 clusters
  Score: Raw -208143.894188 + Penalty 2538.364622 = -205605.529566
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (2813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166367.370000 sec): 2 clusters
  Score: Raw -215455.501620 + Penalty 1290.576106 = -214164.925514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166367.510000 sec): 3 clusters
  Score: Raw -214138.381781 + Penalty 2581.152213 = -211557.229568
  nChanged 1056
		SP:Iteration 1F (166367.670000 sec): 3 clusters
  Score: Raw -214792.422625 + Penalty 2581.152213 = -212211.270413
  nChanged 232
		SP:Iteration 2F (166367.810000 sec): 3 clusters
  Score: Raw -214957.669240 + Penalty 2581.152213 = -212376.517027
  nChanged 149
		SP:Iteration 3F (166367.960000 sec): 3 clusters
  Score: Raw -215057.649697 + Penalty 2581.152213 = -212476.497484
  nChanged 120
		SP:Iteration 4Q (166368.110000 sec): 3 clusters
  Score: Raw -215148.175609 + Penalty 2581.152213 = -212567.023397
  nChanged 111
		SP:Iteration 5Q (166368.270000 sec): 3 clusters
  Score: Raw -215222.871955 + Penalty 2581.152213 = -212641.719742
  nChanged 95
		SP:Iteration 6Q (166368.420000 sec): 3 clusters
  Score: Raw -215296.461573 + Penalty 2581.152213 = -212715.309360
  nChanged 100
		SP:Iteration 7Q (166368.580000 sec): 3 clusters
  Score: Raw -215367.251260 + Penalty 2581.152213 = -212786.099047
  nChanged 88
		SP:Iteration 8Q (166368.720000 sec): 3 clusters
  Score: Raw -215432.390181 + Penalty 2581.152213 = -212851.237968
  nChanged 82
		SP:Iteration 9Q (166368.870000 sec): 3 clusters
  Score: Raw -215489.030490 + Penalty 2581.152213 = -212907.878278
  nChanged 81
		SP:Iteration 10Q (166369.030000 sec): 3 clusters
  Score: Raw -215542.744645 + Penalty 2581.152213 = -212961.592432
  nChanged 66
		SP:Iteration 11Q (166369.190000 sec): 3 clusters
  Score: Raw -215585.850687 + Penalty 2581.152213 = -213004.698474
  nChanged 52
		SP:Iteration 12Q (166369.350000 sec): 3 clusters
  Score: Raw -215614.807463 + Penalty 2581.152213 = -213033.655251
  nChanged 49
		SP:Iteration 13Q (166369.500000 sec): 3 clusters
  Score: Raw -215643.201713 + Penalty 2581.152213 = -213062.049500
  nChanged 41
		SP:Iteration 14Q (166369.660000 sec): 3 clusters
  Score: Raw -215660.773211 + Penalty 2581.152213 = -213079.620998
  nChanged 39
		SP:Iteration 15Q (166369.820000 sec): 3 clusters
  Score: Raw -215681.505487 + Penalty 2581.152213 = -213100.353274
  nChanged 39
		SP:Iteration 16Q (166369.970000 sec): 3 clusters
  Score: Raw -215702.923160 + Penalty 2581.152213 = -213121.770947
  nChanged 38
		SP:Iteration 17Q (166370.140000 sec): 3 clusters
  Score: Raw -215725.134634 + Penalty 2581.152213 = -213143.982421
  nChanged 28
		SP:Iteration 18Q (166370.300000 sec): 3 clusters
  Score: Raw -215738.579885 + Penalty 2581.152213 = -213157.427672
  nChanged 26
		SP:Iteration 19Q (166370.460000 sec): 3 clusters
  Score: Raw -215752.918101 + Penalty 2581.152213 = -213171.765888
  nChanged 24
		SP:Iteration 20F (166370.680000 sec): 3 clusters
  Score: Raw -215767.124405 + Penalty 2581.152213 = -213185.972193
  nChanged 34
		SP:Iteration 21Q (166370.800000 sec): 3 clusters
  Score: Raw -215788.966214 + Penalty 2581.152213 = -213207.814001
  nChanged 29
		SP:Iteration 22Q (166370.940000 sec): 3 clusters
  Score: Raw -215807.474330 + Penalty 2581.152213 = -213226.322117
  nChanged 43
		SP:Iteration 23Q (166371.080000 sec): 3 clusters
  Score: Raw -215829.309280 + Penalty 2581.152213 = -213248.157068
  nChanged 47
		SP:Iteration 24Q (166371.230000 sec): 3 clusters
  Score: Raw -215854.540247 + Penalty 2581.152213 = -213273.388034
  nChanged 40
		SP:Iteration 25Q (166371.380000 sec): 3 clusters
  Score: Raw -215880.223643 + Penalty 2581.152213 = -213299.071431
  nChanged 43
		SP:Iteration 26Q (166371.540000 sec): 3 clusters
  Score: Raw -215902.152741 + Penalty 2581.152213 = -213321.000528
  nChanged 34
		SP:Iteration 27Q (166371.690000 sec): 3 clusters
  Score: Raw -215918.807415 + Penalty 2581.152213 = -213337.655202
  nChanged 27
		SP:Iteration 28Q (166371.850000 sec): 3 clusters
  Score: Raw -215935.097516 + Penalty 2581.152213 = -213353.945303
  nChanged 21
		SP:Iteration 29Q (166371.990000 sec): 3 clusters
  Score: Raw -215949.762458 + Penalty 2581.152213 = -213368.610246
  nChanged 22
		SP:Iteration 30Q (166372.150000 sec): 3 clusters
  Score: Raw -215962.827471 + Penalty 2581.152213 = -213381.675259
  nChanged 26
		SP:Iteration 31Q (166372.310000 sec): 3 clusters
  Score: Raw -215971.599271 + Penalty 2581.152213 = -213390.447058
  nChanged 17
		SP:Iteration 32Q (166372.470000 sec): 3 clusters
  Score: Raw -215976.895516 + Penalty 2581.152213 = -213395.743303
  nChanged 8
		SP:Iteration 33Q (166372.630000 sec): 3 clusters
  Score: Raw -215979.778840 + Penalty 2581.152213 = -213398.626627
  nChanged 11
		SP:Iteration 34Q (166372.790000 sec): 3 clusters
  Score: Raw -215984.559999 + Penalty 2581.152213 = -213403.407787
  nChanged 5
		SP:Iteration 35Q (166372.970000 sec): 3 clusters
  Score: Raw -215985.909678 + Penalty 2581.152213 = -213404.757465
  nChanged 5
		SP:Iteration 36Q (166373.130000 sec): 3 clusters
  Score: Raw -215987.049916 + Penalty 2581.152213 = -213405.897703
  nChanged 3
		SP:Iteration 37Q (166373.290000 sec): 3 clusters
  Score: Raw -215988.030991 + Penalty 2581.152213 = -213406.878778
  nChanged 1
		SP:Iteration 38Q (166373.460000 sec): 3 clusters
  Score: Raw -215988.284131 + Penalty 2581.152213 = -213407.131919
  nChanged 1
		SP:Iteration 39Q (166373.620000 sec): 3 clusters
  Score: Raw -215989.621084 + Penalty 2581.152213 = -213408.468872
  nChanged 4
		SP:Iteration 40F (166373.780000 sec): 3 clusters
  Score: Raw -215993.181829 + Penalty 2581.152213 = -213412.029617
  nChanged 12
		SP:Iteration 41Q (166373.940000 sec): 3 clusters
  Score: Raw -216000.253959 + Penalty 2581.152213 = -213419.101746
  nChanged 12
		SP:Iteration 42Q (166374.090000 sec): 3 clusters
  Score: Raw -216004.921060 + Penalty 2581.152213 = -213423.768848
  nChanged 6
		SP:Iteration 43Q (166374.240000 sec): 3 clusters
  Score: Raw -216008.255862 + Penalty 2581.152213 = -213427.103649
  nChanged 6
		SP:Iteration 44Q (166374.390000 sec): 3 clusters
  Score: Raw -216010.943841 + Penalty 2581.152213 = -213429.791629
  nChanged 1
		SP:Iteration 45Q (166374.550000 sec): 3 clusters
  Score: Raw -216011.199747 + Penalty 2581.152213 = -213430.047535
  nChanged 0
		SP:Iteration 46F (166374.710000 sec): 3 clusters
  Score: Raw -216011.199747 + Penalty 2581.152213 = -213430.047535
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (5061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166374.810000 sec): 2 clusters
  Score: Raw -415745.101375 + Penalty 1386.014398 = -414359.086977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166375.000000 sec): 3 clusters
  Score: Raw -413140.695086 + Penalty 2772.028796 = -410368.666291
  nChanged 2034
		SP:Iteration 1F (166375.190000 sec): 3 clusters
  Score: Raw -414460.621415 + Penalty 2772.028796 = -411688.592619
  nChanged 389
		SP:Iteration 2F (166375.350000 sec): 3 clusters
  Score: Raw -414715.758559 + Penalty 2772.028796 = -411943.729764
  nChanged 279
		SP:Iteration 3F (166375.530000 sec): 3 clusters
  Score: Raw -414901.436643 + Penalty 2772.028796 = -412129.407848
  nChanged 244
		SP:Iteration 4Q (166375.690000 sec): 3 clusters
  Score: Raw -415073.247530 + Penalty 2772.028796 = -412301.218734
  nChanged 214
		SP:Iteration 5Q (166375.850000 sec): 3 clusters
  Score: Raw -415214.415932 + Penalty 2772.028796 = -412442.387137
  nChanged 192
		SP:Iteration 6Q (166375.990000 sec): 3 clusters
  Score: Raw -415329.295464 + Penalty 2772.028796 = -412557.266668
  nChanged 150
		SP:Iteration 7Q (166376.130000 sec): 3 clusters
  Score: Raw -415405.402356 + Penalty 2772.028796 = -412633.373561
  nChanged 118
		SP:Iteration 8Q (166376.250000 sec): 3 clusters
  Score: Raw -415459.253427 + Penalty 2772.028796 = -412687.224632
  nChanged 109
		SP:Iteration 9Q (166376.370000 sec): 3 clusters
  Score: Raw -415512.886313 + Penalty 2772.028796 = -412740.857517
  nChanged 99
		SP:Iteration 10Q (166376.500000 sec): 3 clusters
  Score: Raw -415566.296088 + Penalty 2772.028796 = -412794.267293
  nChanged 120
		SP:Iteration 11Q (166376.620000 sec): 3 clusters
  Score: Raw -415629.837996 + Penalty 2772.028796 = -412857.809200
  nChanged 98
		SP:Iteration 12Q (166376.770000 sec): 3 clusters
  Score: Raw -415671.604922 + Penalty 2772.028796 = -412899.576127
  nChanged 90
		SP:Iteration 13Q (166376.960000 sec): 3 clusters
  Score: Raw -415720.423269 + Penalty 2772.028796 = -412948.394474
  nChanged 86
		SP:Iteration 14Q (166377.110000 sec): 3 clusters
  Score: Raw -415768.252354 + Penalty 2772.028796 = -412996.223558
  nChanged 92
		SP:Iteration 15Q (166377.250000 sec): 3 clusters
  Score: Raw -415820.145661 + Penalty 2772.028796 = -413048.116865
  nChanged 94
		SP:Iteration 16Q (166377.400000 sec): 3 clusters
  Score: Raw -415872.597323 + Penalty 2772.028796 = -413100.568527
  nChanged 88
		SP:Iteration 17Q (166377.560000 sec): 3 clusters
  Score: Raw -415918.645868 + Penalty 2772.028796 = -413146.617072
  nChanged 70
		SP:Iteration 18Q (166377.730000 sec): 3 clusters
  Score: Raw -415950.879709 + Penalty 2772.028796 = -413178.850914
  nChanged 56
		SP:Iteration 19Q (166377.930000 sec): 3 clusters
  Score: Raw -415979.092930 + Penalty 2772.028796 = -413207.064134
  nChanged 47
		SP:Iteration 20F (166378.060000 sec): 3 clusters
  Score: Raw -416002.517229 + Penalty 2772.028796 = -413230.488434
  nChanged 43
		SP:Iteration 21Q (166378.220000 sec): 3 clusters
  Score: Raw -416017.105799 + Penalty 2772.028796 = -413245.077004
  nChanged 24
		SP:Iteration 22Q (166378.410000 sec): 3 clusters
  Score: Raw -416025.370526 + Penalty 2772.028796 = -413253.341730
  nChanged 14
		SP:Iteration 23Q (166378.520000 sec): 3 clusters
  Score: Raw -416031.873781 + Penalty 2772.028796 = -413259.844985
  nChanged 27
		SP:Iteration 24Q (166378.620000 sec): 3 clusters
  Score: Raw -416041.940110 + Penalty 2772.028796 = -413269.911315
  nChanged 24
		SP:Iteration 25Q (166378.780000 sec): 3 clusters
  Score: Raw -416050.084712 + Penalty 2772.028796 = -413278.055916
  nChanged 24
		SP:Iteration 26Q (166378.980000 sec): 3 clusters
  Score: Raw -416058.638342 + Penalty 2772.028796 = -413286.609547
  nChanged 24
		SP:Iteration 27Q (166379.170000 sec): 3 clusters
  Score: Raw -416068.747477 + Penalty 2772.028796 = -413296.718681
  nChanged 18
		SP:Iteration 28Q (166379.290000 sec): 3 clusters
  Score: Raw -416074.500157 + Penalty 2772.028796 = -413302.471362
  nChanged 15
		SP:Iteration 29Q (166379.440000 sec): 3 clusters
  Score: Raw -416079.803120 + Penalty 2772.028796 = -413307.774324
  nChanged 14
		SP:Iteration 30Q (166379.580000 sec): 3 clusters
  Score: Raw -416083.502022 + Penalty 2772.028796 = -413311.473226
  nChanged 16
		SP:Iteration 31Q (166379.720000 sec): 3 clusters
  Score: Raw -416089.400848 + Penalty 2772.028796 = -413317.372053
  nChanged 17
		SP:Iteration 32Q (166379.860000 sec): 3 clusters
  Score: Raw -416095.639443 + Penalty 2772.028796 = -413323.610647
  nChanged 15
		SP:Iteration 33Q (166380.000000 sec): 3 clusters
  Score: Raw -416099.075770 + Penalty 2772.028796 = -413327.046975
  nChanged 9
		SP:Iteration 34Q (166380.130000 sec): 3 clusters
  Score: Raw -416102.137657 + Penalty 2772.028796 = -413330.108861
  nChanged 16
		SP:Iteration 35Q (166380.280000 sec): 3 clusters
  Score: Raw -416107.001223 + Penalty 2772.028796 = -413334.972427
  nChanged 16
		SP:Iteration 36Q (166380.410000 sec): 3 clusters
  Score: Raw -416111.427601 + Penalty 2772.028796 = -413339.398806
  nChanged 12
		SP:Iteration 37Q (166380.550000 sec): 3 clusters
  Score: Raw -416115.811778 + Penalty 2772.028796 = -413343.782983
  nChanged 9
		SP:Iteration 38Q (166380.690000 sec): 3 clusters
  Score: Raw -416118.252005 + Penalty 2772.028796 = -413346.223209
  nChanged 5
		SP:Iteration 39Q (166380.830000 sec): 3 clusters
  Score: Raw -416118.806754 + Penalty 2772.028796 = -413346.777958
  nChanged 2
		SP:Iteration 40F (166380.980000 sec): 3 clusters
  Score: Raw -416119.098164 + Penalty 2772.028796 = -413347.069369
  nChanged 1
		SP:Iteration 41Q (166381.140000 sec): 3 clusters
  Score: Raw -416119.269789 + Penalty 2772.028796 = -413347.240994
  nChanged 0
		SP:Iteration 42F (166381.290000 sec): 3 clusters
  Score: Raw -416119.269789 + Penalty 2772.028796 = -413347.240994
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (6844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166381.390000 sec): 2 clusters
  Score: Raw -596979.001094 + Penalty 1435.058241 = -595543.942853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166381.570000 sec): 3 clusters
  Score: Raw -593335.135965 + Penalty 2870.116481 = -590465.019483
  nChanged 2847
		SP:Iteration 1F (166381.760000 sec): 3 clusters
  Score: Raw -595013.789730 + Penalty 2870.116481 = -592143.673248
  nChanged 506
		SP:Iteration 2F (166381.940000 sec): 3 clusters
  Score: Raw -595357.825120 + Penalty 2870.116481 = -592487.708638
  nChanged 467
		SP:Iteration 3F (166382.140000 sec): 3 clusters
  Score: Raw -595679.605499 + Penalty 2870.116481 = -592809.489017
  nChanged 427
		SP:Iteration 4F (166382.340000 sec): 3 clusters
  Score: Raw -595973.358671 + Penalty 2870.116481 = -593103.242190
  nChanged 374
		SP:Iteration 5F (166382.540000 sec): 3 clusters
  Score: Raw -596218.304610 + Penalty 2870.116481 = -593348.188129
  nChanged 334
		SP:Iteration 6Q (166382.740000 sec): 3 clusters
  Score: Raw -596414.961779 + Penalty 2870.116481 = -593544.845297
  nChanged 268
		SP:Iteration 7Q (166382.980000 sec): 3 clusters
  Score: Raw -596563.686873 + Penalty 2870.116481 = -593693.570392
  nChanged 213
		SP:Iteration 8Q (166383.160000 sec): 3 clusters
  Score: Raw -596680.187404 + Penalty 2870.116481 = -593810.070922
  nChanged 189
		SP:Iteration 9Q (166383.350000 sec): 3 clusters
  Score: Raw -596797.569284 + Penalty 2870.116481 = -593927.452803
  nChanged 174
		SP:Iteration 10Q (166383.550000 sec): 3 clusters
  Score: Raw -596909.960058 + Penalty 2870.116481 = -594039.843577
  nChanged 148
		SP:Iteration 11Q (166383.740000 sec): 3 clusters
  Score: Raw -596984.801959 + Penalty 2870.116481 = -594114.685478
  nChanged 109
		SP:Iteration 12Q (166383.910000 sec): 3 clusters
  Score: Raw -597035.348725 + Penalty 2870.116481 = -594165.232244
  nChanged 81
		SP:Iteration 13Q (166384.090000 sec): 3 clusters
  Score: Raw -597067.314274 + Penalty 2870.116481 = -594197.197793
  nChanged 63
		SP:Iteration 14Q (166384.280000 sec): 3 clusters
  Score: Raw -597089.968295 + Penalty 2870.116481 = -594219.851813
  nChanged 59
		SP:Iteration 15Q (166384.470000 sec): 3 clusters
  Score: Raw -597108.785897 + Penalty 2870.116481 = -594238.669416
  nChanged 49
		SP:Iteration 16Q (166384.650000 sec): 3 clusters
  Score: Raw -597121.570018 + Penalty 2870.116481 = -594251.453537
  nChanged 40
		SP:Iteration 17Q (166384.820000 sec): 3 clusters
  Score: Raw -597131.103672 + Penalty 2870.116481 = -594260.987190
  nChanged 42
		SP:Iteration 18Q (166384.980000 sec): 3 clusters
  Score: Raw -597143.963352 + Penalty 2870.116481 = -594273.846870
  nChanged 36
		SP:Iteration 19Q (166385.160000 sec): 3 clusters
  Score: Raw -597153.178366 + Penalty 2870.116481 = -594283.061885
  nChanged 26
		SP:Iteration 20F (166385.350000 sec): 3 clusters
  Score: Raw -597158.602555 + Penalty 2870.116481 = -594288.486074
  nChanged 22
		SP:Iteration 21Q (166385.550000 sec): 3 clusters
  Score: Raw -597164.721990 + Penalty 2870.116481 = -594294.605508
  nChanged 24
		SP:Iteration 22Q (166385.710000 sec): 3 clusters
  Score: Raw -597169.263334 + Penalty 2870.116481 = -594299.146853
  nChanged 17
		SP:Iteration 23Q (166385.890000 sec): 3 clusters
  Score: Raw -597172.298508 + Penalty 2870.116481 = -594302.182027
  nChanged 16
		SP:Iteration 24Q (166386.080000 sec): 3 clusters
  Score: Raw -597175.883265 + Penalty 2870.116481 = -594305.766783
  nChanged 16
		SP:Iteration 25Q (166386.240000 sec): 3 clusters
  Score: Raw -597178.813658 + Penalty 2870.116481 = -594308.697176
  nChanged 13
		SP:Iteration 26Q (166386.410000 sec): 3 clusters
  Score: Raw -597180.619046 + Penalty 2870.116481 = -594310.502564
  nChanged 4
		SP:Iteration 27Q (166386.590000 sec): 3 clusters
  Score: Raw -597181.138929 + Penalty 2870.116481 = -594311.022448
  nChanged 4
		SP:Iteration 28Q (166386.770000 sec): 3 clusters
  Score: Raw -597181.701015 + Penalty 2870.116481 = -594311.584534
  nChanged 4
		SP:Iteration 29Q (166386.960000 sec): 3 clusters
  Score: Raw -597182.302173 + Penalty 2870.116481 = -594312.185691
  nChanged 3
		SP:Iteration 30Q (166387.150000 sec): 3 clusters
  Score: Raw -597182.723844 + Penalty 2870.116481 = -594312.607363
  nChanged 2
		SP:Iteration 31Q (166387.340000 sec): 3 clusters
  Score: Raw -597183.049721 + Penalty 2870.116481 = -594312.933239
  nChanged 1
		SP:Iteration 32Q (166387.530000 sec): 3 clusters
  Score: Raw -597183.226946 + Penalty 2870.116481 = -594313.110464
  nChanged 4
		SP:Iteration 33Q (166387.710000 sec): 3 clusters
  Score: Raw -597183.730097 + Penalty 2870.116481 = -594313.613616
  nChanged 4
		SP:Iteration 34Q (166387.900000 sec): 3 clusters
  Score: Raw -597184.261982 + Penalty 2870.116481 = -594314.145501
  nChanged 3
		SP:Iteration 35Q (166388.150000 sec): 3 clusters
  Score: Raw -597184.719631 + Penalty 2870.116481 = -594314.603149
  nChanged 3
		SP:Iteration 36Q (166388.300000 sec): 3 clusters
  Score: Raw -597185.196539 + Penalty 2870.116481 = -594315.080058
  nChanged 1
		SP:Iteration 37Q (166388.490000 sec): 3 clusters
  Score: Raw -597185.283902 + Penalty 2870.116481 = -594315.167420
  nChanged 1
		SP:Iteration 38Q (166388.720000 sec): 3 clusters
  Score: Raw -597185.399247 + Penalty 2870.116481 = -594315.282766
  nChanged 2
		SP:Iteration 39Q (166388.930000 sec): 3 clusters
  Score: Raw -597185.770417 + Penalty 2870.116481 = -594315.653935
  nChanged 2
		SP:Iteration 40F (166389.130000 sec): 3 clusters
  Score: Raw -597186.135564 + Penalty 2870.116481 = -594316.019082
  nChanged 1
		SP:Iteration 41Q (166389.330000 sec): 3 clusters
  Score: Raw -597186.220984 + Penalty 2870.116481 = -594316.104503
  nChanged 1
		SP:Iteration 42Q (166389.540000 sec): 3 clusters
  Score: Raw -597186.311655 + Penalty 2870.116481 = -594316.195174
  nChanged 3
		SP:Iteration 43Q (166389.730000 sec): 3 clusters
  Score: Raw -597186.903680 + Penalty 2870.116481 = -594316.787199
  nChanged 3
		SP:Iteration 44Q (166389.840000 sec): 3 clusters
  Score: Raw -597187.812280 + Penalty 2870.116481 = -594317.695799
  nChanged 9
		SP:Iteration 45Q (166389.950000 sec): 3 clusters
  Score: Raw -597189.932826 + Penalty 2870.116481 = -594319.816345
  nChanged 6
		SP:Iteration 46Q (166390.060000 sec): 3 clusters
  Score: Raw -597191.070160 + Penalty 2870.116481 = -594320.953678
  nChanged 5
		SP:Iteration 47Q (166390.170000 sec): 3 clusters
  Score: Raw -597191.554980 + Penalty 2870.116481 = -594321.438499
  nChanged 2
		SP:Iteration 48Q (166390.360000 sec): 3 clusters
  Score: Raw -597191.648041 + Penalty 2870.116481 = -594321.531560
  nChanged 2
		SP:Iteration 49Q (166390.580000 sec): 3 clusters
  Score: Raw -597191.994762 + Penalty 2870.116481 = -594321.878280
  nChanged 2
		SP:Iteration 50Q (166390.780000 sec): 3 clusters
  Score: Raw -597192.353247 + Penalty 2870.116481 = -594322.236765
  nChanged 3
		SP:Iteration 51Q (166390.970000 sec): 3 clusters
  Score: Raw -597192.572163 + Penalty 2870.116481 = -594322.455682
  nChanged 1
		SP:Iteration 52Q (166391.190000 sec): 3 clusters
  Score: Raw -597192.665873 + Penalty 2870.116481 = -594322.549392
  nChanged 1
		SP:Iteration 53Q (166391.370000 sec): 3 clusters
  Score: Raw -597192.731582 + Penalty 2870.116481 = -594322.615101
  nChanged 0
		SP:Iteration 54F (166391.540000 sec): 3 clusters
  Score: Raw -597192.731582 + Penalty 2870.116481 = -594322.615101
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (3769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166391.660000 sec): 2 clusters
  Score: Raw -324493.120508 + Penalty 1338.116811 = -323155.003696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166391.800000 sec): 3 clusters
  Score: Raw -322653.403057 + Penalty 2676.233623 = -319977.169435
  nChanged 1476
		SP:Iteration 1F (166391.940000 sec): 3 clusters
  Score: Raw -323524.730200 + Penalty 2676.233623 = -320848.496577
  nChanged 268
		SP:Iteration 2F (166392.090000 sec): 3 clusters
  Score: Raw -323694.934117 + Penalty 2676.233623 = -321018.700495
  nChanged 193
		SP:Iteration 3F (166392.250000 sec): 3 clusters
  Score: Raw -323831.875640 + Penalty 2676.233623 = -321155.642017
  nChanged 177
		SP:Iteration 4Q (166392.410000 sec): 3 clusters
  Score: Raw -323966.959326 + Penalty 2676.233623 = -321290.725703
  nChanged 175
		SP:Iteration 5Q (166392.570000 sec): 3 clusters
  Score: Raw -324108.406775 + Penalty 2676.233623 = -321432.173153
  nChanged 180
		SP:Iteration 6Q (166392.730000 sec): 3 clusters
  Score: Raw -324263.010441 + Penalty 2676.233623 = -321586.776818
  nChanged 180
		SP:Iteration 7Q (166392.890000 sec): 3 clusters
  Score: Raw -324389.059170 + Penalty 2676.233623 = -321712.825547
  nChanged 143
		SP:Iteration 8Q (166393.050000 sec): 3 clusters
  Score: Raw -324484.434627 + Penalty 2676.233623 = -321808.201004
  nChanged 120
		SP:Iteration 9Q (166393.210000 sec): 3 clusters
  Score: Raw -324569.941408 + Penalty 2676.233623 = -321893.707785
  nChanged 119
		SP:Iteration 10Q (166393.370000 sec): 3 clusters
  Score: Raw -324655.730353 + Penalty 2676.233623 = -321979.496730
  nChanged 105
		SP:Iteration 11Q (166393.530000 sec): 3 clusters
  Score: Raw -324733.909791 + Penalty 2676.233623 = -322057.676168
  nChanged 115
		SP:Iteration 12Q (166393.680000 sec): 3 clusters
  Score: Raw -324825.742922 + Penalty 2676.233623 = -322149.509299
  nChanged 109
		SP:Iteration 13Q (166393.840000 sec): 3 clusters
  Score: Raw -324906.996993 + Penalty 2676.233623 = -322230.763370
  nChanged 103
		SP:Iteration 14Q (166394.000000 sec): 3 clusters
  Score: Raw -324975.622853 + Penalty 2676.233623 = -322299.389230
  nChanged 77
		SP:Iteration 15Q (166394.170000 sec): 3 clusters
  Score: Raw -325025.475870 + Penalty 2676.233623 = -322349.242247
  nChanged 65
		SP:Iteration 16Q (166394.320000 sec): 3 clusters
  Score: Raw -325059.724309 + Penalty 2676.233623 = -322383.490686
  nChanged 44
		SP:Iteration 17Q (166394.470000 sec): 3 clusters
  Score: Raw -325081.499292 + Penalty 2676.233623 = -322405.265670
  nChanged 33
		SP:Iteration 18Q (166394.630000 sec): 3 clusters
  Score: Raw -325095.427520 + Penalty 2676.233623 = -322419.193897
  nChanged 29
		SP:Iteration 19Q (166394.790000 sec): 3 clusters
  Score: Raw -325106.855483 + Penalty 2676.233623 = -322430.621860
  nChanged 23
		SP:Iteration 20F (166394.940000 sec): 3 clusters
  Score: Raw -325116.025896 + Penalty 2676.233623 = -322439.792273
  nChanged 9
		SP:Iteration 21Q (166395.090000 sec): 3 clusters
  Score: Raw -325120.221038 + Penalty 2676.233623 = -322443.987415
  nChanged 11
		SP:Iteration 22Q (166395.250000 sec): 3 clusters
  Score: Raw -325124.828590 + Penalty 2676.233623 = -322448.594967
  nChanged 13
		SP:Iteration 23Q (166395.400000 sec): 3 clusters
  Score: Raw -325128.233161 + Penalty 2676.233623 = -322451.999538
  nChanged 12
		SP:Iteration 24Q (166395.560000 sec): 3 clusters
  Score: Raw -325133.152476 + Penalty 2676.233623 = -322456.918853
  nChanged 14
		SP:Iteration 25Q (166395.720000 sec): 3 clusters
  Score: Raw -325136.364753 + Penalty 2676.233623 = -322460.131130
  nChanged 11
		SP:Iteration 26Q (166395.870000 sec): 3 clusters
  Score: Raw -325139.245918 + Penalty 2676.233623 = -322463.012295
  nChanged 10
		SP:Iteration 27Q (166396.020000 sec): 3 clusters
  Score: Raw -325141.271957 + Penalty 2676.233623 = -322465.038334
  nChanged 6
		SP:Iteration 28Q (166396.180000 sec): 3 clusters
  Score: Raw -325142.622568 + Penalty 2676.233623 = -322466.388945
  nChanged 2
		SP:Iteration 29Q (166396.330000 sec): 3 clusters
  Score: Raw -325143.488215 + Penalty 2676.233623 = -322467.254592
  nChanged 4
		SP:Iteration 30Q (166396.500000 sec): 3 clusters
  Score: Raw -325144.977135 + Penalty 2676.233623 = -322468.743512
  nChanged 5
		SP:Iteration 31Q (166396.680000 sec): 3 clusters
  Score: Raw -325146.511966 + Penalty 2676.233623 = -322470.278343
  nChanged 4
		SP:Iteration 32Q (166396.810000 sec): 3 clusters
  Score: Raw -325147.472527 + Penalty 2676.233623 = -322471.238905
  nChanged 2
		SP:Iteration 33Q (166397.010000 sec): 3 clusters
  Score: Raw -325147.863014 + Penalty 2676.233623 = -322471.629391
  nChanged 1
		SP:Iteration 34Q (166397.170000 sec): 3 clusters
  Score: Raw -325148.200776 + Penalty 2676.233623 = -322471.967153
  nChanged 3
		SP:Iteration 35Q (166397.250000 sec): 3 clusters
  Score: Raw -325149.495537 + Penalty 2676.233623 = -322473.261914
  nChanged 6
		SP:Iteration 36Q (166397.330000 sec): 3 clusters
  Score: Raw -325151.311682 + Penalty 2676.233623 = -322475.078059
  nChanged 7
		SP:Iteration 37Q (166397.520000 sec): 3 clusters
  Score: Raw -325153.323964 + Penalty 2676.233623 = -322477.090341
  nChanged 5
		SP:Iteration 38Q (166397.690000 sec): 3 clusters
  Score: Raw -325155.976325 + Penalty 2676.233623 = -322479.742702
  nChanged 8
		SP:Iteration 39Q (166397.860000 sec): 3 clusters
  Score: Raw -325158.122522 + Penalty 2676.233623 = -322481.888900
  nChanged 8
		SP:Iteration 40F (166398.020000 sec): 3 clusters
  Score: Raw -325159.892425 + Penalty 2676.233623 = -322483.658803
  nChanged 6
		SP:Iteration 41Q (166398.140000 sec): 3 clusters
  Score: Raw -325161.085644 + Penalty 2676.233623 = -322484.852021
  nChanged 2
		SP:Iteration 42Q (166398.210000 sec): 3 clusters
  Score: Raw -325161.276364 + Penalty 2676.233623 = -322485.042741
  nChanged 0
		SP:Iteration 43F (166398.290000 sec): 3 clusters
  Score: Raw -325161.276364 + Penalty 2676.233623 = -322485.042741
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (4563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166398.380000 sec): 2 clusters
  Score: Raw -368439.537188 + Penalty 1369.182032 = -367070.355156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166398.460000 sec): 3 clusters
  Score: Raw -366130.316760 + Penalty 2738.364064 = -363391.952696
  nChanged 1869
		SP:Iteration 1F (166398.630000 sec): 3 clusters
  Score: Raw -367287.081439 + Penalty 2738.364064 = -364548.717375
  nChanged 417
		SP:Iteration 2F (166398.720000 sec): 3 clusters
  Score: Raw -367601.208223 + Penalty 2738.364064 = -364862.844160
  nChanged 333
		SP:Iteration 3F (166398.810000 sec): 3 clusters
  Score: Raw -367845.842852 + Penalty 2738.364064 = -365107.478788
  nChanged 269
		SP:Iteration 4F (166398.930000 sec): 3 clusters
  Score: Raw -368030.302333 + Penalty 2738.364064 = -365291.938269
  nChanged 202
		SP:Iteration 5Q (166399.030000 sec): 3 clusters
  Score: Raw -368162.957342 + Penalty 2738.364064 = -365424.593279
  nChanged 169
		SP:Iteration 6Q (166399.270000 sec): 3 clusters
  Score: Raw -368261.639324 + Penalty 2738.364064 = -365523.275260
  nChanged 127
		SP:Iteration 7Q (166399.440000 sec): 3 clusters
  Score: Raw -368335.624098 + Penalty 2738.364064 = -365597.260034
  nChanged 97
		SP:Iteration 8Q (166399.620000 sec): 3 clusters
  Score: Raw -368384.415780 + Penalty 2738.364064 = -365646.051716
  nChanged 72
		SP:Iteration 9Q (166399.790000 sec): 3 clusters
  Score: Raw -368426.788649 + Penalty 2738.364064 = -365688.424586
  nChanged 71
		SP:Iteration 10Q (166399.970000 sec): 3 clusters
  Score: Raw -368461.508127 + Penalty 2738.364064 = -365723.144064
  nChanged 51
		SP:Iteration 11Q (166400.150000 sec): 3 clusters
  Score: Raw -368487.840476 + Penalty 2738.364064 = -365749.476412
  nChanged 59
		SP:Iteration 12Q (166400.320000 sec): 3 clusters
  Score: Raw -368514.059177 + Penalty 2738.364064 = -365775.695113
  nChanged 47
		SP:Iteration 13Q (166400.500000 sec): 3 clusters
  Score: Raw -368535.638101 + Penalty 2738.364064 = -365797.274037
  nChanged 43
		SP:Iteration 14Q (166400.660000 sec): 3 clusters
  Score: Raw -368557.059314 + Penalty 2738.364064 = -365818.695250
  nChanged 33
		SP:Iteration 15Q (166400.820000 sec): 3 clusters
  Score: Raw -368573.802631 + Penalty 2738.364064 = -365835.438567
  nChanged 27
		SP:Iteration 16Q (166401.000000 sec): 3 clusters
  Score: Raw -368586.378557 + Penalty 2738.364064 = -365848.014493
  nChanged 30
		SP:Iteration 17Q (166401.160000 sec): 3 clusters
  Score: Raw -368598.157634 + Penalty 2738.364064 = -365859.793570
  nChanged 29
		SP:Iteration 18Q (166401.320000 sec): 3 clusters
  Score: Raw -368609.857014 + Penalty 2738.364064 = -365871.492950
  nChanged 21
		SP:Iteration 19Q (166401.480000 sec): 3 clusters
  Score: Raw -368617.323325 + Penalty 2738.364064 = -365878.959261
  nChanged 13
		SP:Iteration 20F (166401.680000 sec): 3 clusters
  Score: Raw -368621.307803 + Penalty 2738.364064 = -365882.943739
  nChanged 8
		SP:Iteration 21Q (166401.820000 sec): 3 clusters
  Score: Raw -368623.056572 + Penalty 2738.364064 = -365884.692508
  nChanged 3
		SP:Iteration 22Q (166401.980000 sec): 3 clusters
  Score: Raw -368623.736485 + Penalty 2738.364064 = -365885.372422
  nChanged 3
		SP:Iteration 23Q (166402.140000 sec): 3 clusters
  Score: Raw -368624.503121 + Penalty 2738.364064 = -365886.139057
  nChanged 4
		SP:Iteration 24Q (166402.290000 sec): 3 clusters
  Score: Raw -368625.821920 + Penalty 2738.364064 = -365887.457857
  nChanged 5
		SP:Iteration 25Q (166402.450000 sec): 3 clusters
  Score: Raw -368627.481023 + Penalty 2738.364064 = -365889.116959
  nChanged 7
		SP:Iteration 26Q (166402.600000 sec): 3 clusters
  Score: Raw -368631.092659 + Penalty 2738.364064 = -365892.728595
  nChanged 11
		SP:Iteration 27Q (166402.760000 sec): 3 clusters
  Score: Raw -368633.443682 + Penalty 2738.364064 = -365895.079618
  nChanged 4
		SP:Iteration 28Q (166402.910000 sec): 3 clusters
  Score: Raw -368634.445916 + Penalty 2738.364064 = -365896.081852
  nChanged 1
		SP:Iteration 29Q (166403.070000 sec): 3 clusters
  Score: Raw -368634.697986 + Penalty 2738.364064 = -365896.333922
  nChanged 0
		SP:Iteration 30F (166403.230000 sec): 3 clusters
  Score: Raw -368634.697986 + Penalty 2738.364064 = -365896.333922
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (13621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166403.410000 sec): 2 clusters
  Score: Raw -1136179.824679 + Penalty 1546.897300 = -1134632.927379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166403.650000 sec): 3 clusters
  Score: Raw -1128242.680621 + Penalty 3093.794599 = -1125148.886021
  nChanged 6069
		SP:Iteration 1F (166403.890000 sec): 3 clusters
  Score: Raw -1131915.324201 + Penalty 3093.794599 = -1128821.529602
  nChanged 1059
		SP:Iteration 2F (166404.090000 sec): 3 clusters
  Score: Raw -1132606.133995 + Penalty 3093.794599 = -1129512.339396
  nChanged 942
		SP:Iteration 3F (166404.310000 sec): 3 clusters
  Score: Raw -1133195.492623 + Penalty 3093.794599 = -1130101.698024
  nChanged 817
		SP:Iteration 4F (166404.520000 sec): 3 clusters
  Score: Raw -1133654.785532 + Penalty 3093.794599 = -1130560.990933
  nChanged 692
		SP:Iteration 5F (166404.690000 sec): 3 clusters
  Score: Raw -1134025.796012 + Penalty 3093.794599 = -1130932.001413
  nChanged 588
		SP:Iteration 6Q (166404.930000 sec): 3 clusters
  Score: Raw -1134312.589451 + Penalty 3093.794599 = -1131218.794852
  nChanged 496
		SP:Iteration 7Q (166405.160000 sec): 3 clusters
  Score: Raw -1134551.302872 + Penalty 3093.794599 = -1131457.508273
  nChanged 437
		SP:Iteration 8Q (166405.420000 sec): 3 clusters
  Score: Raw -1134746.815587 + Penalty 3093.794599 = -1131653.020987
  nChanged 373
		SP:Iteration 9Q (166405.660000 sec): 3 clusters
  Score: Raw -1134912.033172 + Penalty 3093.794599 = -1131818.238572
  nChanged 332
		SP:Iteration 10Q (166405.920000 sec): 3 clusters
  Score: Raw -1135064.192335 + Penalty 3093.794599 = -1131970.397735
  nChanged 314
		SP:Iteration 11Q (166406.170000 sec): 3 clusters
  Score: Raw -1135225.196417 + Penalty 3093.794599 = -1132131.401817
  nChanged 333
		SP:Iteration 12Q (166406.460000 sec): 3 clusters
  Score: Raw -1135410.097282 + Penalty 3093.794599 = -1132316.302683
  nChanged 295
		SP:Iteration 13Q (166406.710000 sec): 3 clusters
  Score: Raw -1135557.487641 + Penalty 3093.794599 = -1132463.693042
  nChanged 267
		SP:Iteration 14Q (166406.950000 sec): 3 clusters
  Score: Raw -1135684.513187 + Penalty 3093.794599 = -1132590.718588
  nChanged 235
		SP:Iteration 15Q (166407.190000 sec): 3 clusters
  Score: Raw -1135786.491318 + Penalty 3093.794599 = -1132692.696718
  nChanged 202
		SP:Iteration 16Q (166407.450000 sec): 3 clusters
  Score: Raw -1135862.653620 + Penalty 3093.794599 = -1132768.859020
  nChanged 196
		SP:Iteration 17Q (166407.650000 sec): 3 clusters
  Score: Raw -1135933.129498 + Penalty 3093.794599 = -1132839.334899
  nChanged 167
		SP:Iteration 18Q (166407.860000 sec): 3 clusters
  Score: Raw -1135987.583757 + Penalty 3093.794599 = -1132893.789157
  nChanged 148
		SP:Iteration 19Q (166408.100000 sec): 3 clusters
  Score: Raw -1136029.207002 + Penalty 3093.794599 = -1132935.412402
  nChanged 120
		SP:Iteration 20F (166408.310000 sec): 3 clusters
  Score: Raw -1136064.765075 + Penalty 3093.794599 = -1132970.970476
  nChanged 116
		SP:Iteration 21Q (166408.520000 sec): 3 clusters
  Score: Raw -1136097.300202 + Penalty 3093.794599 = -1133003.505603
  nChanged 118
		SP:Iteration 22Q (166408.690000 sec): 3 clusters
  Score: Raw -1136130.148142 + Penalty 3093.794599 = -1133036.353543
  nChanged 103
		SP:Iteration 23Q (166408.940000 sec): 3 clusters
  Score: Raw -1136158.552369 + Penalty 3093.794599 = -1133064.757770
  nChanged 97
		SP:Iteration 24Q (166409.190000 sec): 3 clusters
  Score: Raw -1136186.154860 + Penalty 3093.794599 = -1133092.360260
  nChanged 91
		SP:Iteration 25Q (166409.440000 sec): 3 clusters
  Score: Raw -1136206.417314 + Penalty 3093.794599 = -1133112.622714
  nChanged 92
		SP:Iteration 26Q (166409.640000 sec): 3 clusters
  Score: Raw -1136228.109078 + Penalty 3093.794599 = -1133134.314479
  nChanged 87
		SP:Iteration 27Q (166409.860000 sec): 3 clusters
  Score: Raw -1136249.606644 + Penalty 3093.794599 = -1133155.812044
  nChanged 88
		SP:Iteration 28Q (166410.090000 sec): 3 clusters
  Score: Raw -1136271.392279 + Penalty 3093.794599 = -1133177.597679
  nChanged 82
		SP:Iteration 29Q (166410.290000 sec): 3 clusters
  Score: Raw -1136290.493527 + Penalty 3093.794599 = -1133196.698928
  nChanged 73
		SP:Iteration 30Q (166410.500000 sec): 3 clusters
  Score: Raw -1136309.925029 + Penalty 3093.794599 = -1133216.130429
  nChanged 75
		SP:Iteration 31Q (166410.760000 sec): 3 clusters
  Score: Raw -1136329.663118 + Penalty 3093.794599 = -1133235.868519
  nChanged 73
		SP:Iteration 32Q (166411.020000 sec): 3 clusters
  Score: Raw -1136349.016835 + Penalty 3093.794599 = -1133255.222236
  nChanged 77
		SP:Iteration 33Q (166411.280000 sec): 3 clusters
  Score: Raw -1136372.825289 + Penalty 3093.794599 = -1133279.030689
  nChanged 82
		SP:Iteration 34Q (166411.520000 sec): 3 clusters
  Score: Raw -1136393.664555 + Penalty 3093.794599 = -1133299.869955
  nChanged 88
		SP:Iteration 35Q (166411.750000 sec): 3 clusters
  Score: Raw -1136416.683676 + Penalty 3093.794599 = -1133322.889076
  nChanged 91
		SP:Iteration 36Q (166411.920000 sec): 3 clusters
  Score: Raw -1136443.933514 + Penalty 3093.794599 = -1133350.138914
  nChanged 86
		SP:Iteration 37Q (166412.200000 sec): 3 clusters
  Score: Raw -1136466.632232 + Penalty 3093.794599 = -1133372.837633
  nChanged 83
		SP:Iteration 38Q (166412.440000 sec): 3 clusters
  Score: Raw -1136485.950011 + Penalty 3093.794599 = -1133392.155412
  nChanged 67
		SP:Iteration 39Q (166412.650000 sec): 3 clusters
  Score: Raw -1136500.173648 + Penalty 3093.794599 = -1133406.379049
  nChanged 53
		SP:Iteration 40F (166412.840000 sec): 3 clusters
  Score: Raw -1136509.377284 + Penalty 3093.794599 = -1133415.582684
  nChanged 53
		SP:Iteration 41Q (166413.130000 sec): 3 clusters
  Score: Raw -1136519.964771 + Penalty 3093.794599 = -1133426.170171
  nChanged 43
		SP:Iteration 42Q (166413.320000 sec): 3 clusters
  Score: Raw -1136527.657739 + Penalty 3093.794599 = -1133433.863139
  nChanged 32
		SP:Iteration 43Q (166413.540000 sec): 3 clusters
  Score: Raw -1136533.066845 + Penalty 3093.794599 = -1133439.272246
  nChanged 24
		SP:Iteration 44Q (166413.790000 sec): 3 clusters
  Score: Raw -1136536.490790 + Penalty 3093.794599 = -1133442.696190
  nChanged 23
		SP:Iteration 45Q (166414.070000 sec): 3 clusters
  Score: Raw -1136539.459499 + Penalty 3093.794599 = -1133445.664900
  nChanged 22
		SP:Iteration 46Q (166414.310000 sec): 3 clusters
  Score: Raw -1136542.490690 + Penalty 3093.794599 = -1133448.696091
  nChanged 18
		SP:Iteration 47Q (166414.490000 sec): 3 clusters
  Score: Raw -1136544.756222 + Penalty 3093.794599 = -1133450.961622
  nChanged 12
		SP:Iteration 48Q (166414.730000 sec): 3 clusters
  Score: Raw -1136546.488675 + Penalty 3093.794599 = -1133452.694076
  nChanged 11
		SP:Iteration 49Q (166414.970000 sec): 3 clusters
  Score: Raw -1136547.674534 + Penalty 3093.794599 = -1133453.879934
  nChanged 7
		SP:Iteration 50Q (166415.180000 sec): 3 clusters
  Score: Raw -1136548.316016 + Penalty 3093.794599 = -1133454.521417
  nChanged 8
		SP:Iteration 51Q (166415.390000 sec): 3 clusters
  Score: Raw -1136548.945655 + Penalty 3093.794599 = -1133455.151056
  nChanged 5
		SP:Iteration 52Q (166415.630000 sec): 3 clusters
  Score: Raw -1136549.713892 + Penalty 3093.794599 = -1133455.919293
  nChanged 10
		SP:Iteration 53Q (166415.840000 sec): 3 clusters
  Score: Raw -1136551.758414 + Penalty 3093.794599 = -1133457.963814
  nChanged 15
		SP:Iteration 54Q (166416.090000 sec): 3 clusters
  Score: Raw -1136553.679620 + Penalty 3093.794599 = -1133459.885021
  nChanged 14
		SP:Iteration 55Q (166416.310000 sec): 3 clusters
  Score: Raw -1136556.006073 + Penalty 3093.794599 = -1133462.211473
  nChanged 13
		SP:Iteration 56Q (166416.470000 sec): 3 clusters
  Score: Raw -1136558.647573 + Penalty 3093.794599 = -1133464.852974
  nChanged 18
		SP:Iteration 57Q (166416.720000 sec): 3 clusters
  Score: Raw -1136560.936515 + Penalty 3093.794599 = -1133467.141916
  nChanged 18
		SP:Iteration 58Q (166417.020000 sec): 3 clusters
  Score: Raw -1136562.998843 + Penalty 3093.794599 = -1133469.204244
  nChanged 15
		SP:Iteration 59Q (166417.240000 sec): 3 clusters
  Score: Raw -1136564.648594 + Penalty 3093.794599 = -1133470.853994
  nChanged 11
		SP:Iteration 60F (166417.430000 sec): 3 clusters
  Score: Raw -1136565.697500 + Penalty 3093.794599 = -1133471.902900
  nChanged 7
		SP:Iteration 61Q (166417.690000 sec): 3 clusters
  Score: Raw -1136566.430876 + Penalty 3093.794599 = -1133472.636277
  nChanged 9
		SP:Iteration 62Q (166417.970000 sec): 3 clusters
  Score: Raw -1136567.229707 + Penalty 3093.794599 = -1133473.435107
  nChanged 5
		SP:Iteration 63Q (166418.180000 sec): 3 clusters
  Score: Raw -1136567.758572 + Penalty 3093.794599 = -1133473.963972
  nChanged 4
		SP:Iteration 64Q (166418.340000 sec): 3 clusters
  Score: Raw -1136568.063629 + Penalty 3093.794599 = -1133474.269030
  nChanged 5
		SP:Iteration 65Q (166418.580000 sec): 3 clusters
  Score: Raw -1136568.745058 + Penalty 3093.794599 = -1133474.950459
  nChanged 5
		SP:Iteration 66Q (166418.840000 sec): 3 clusters
  Score: Raw -1136569.261146 + Penalty 3093.794599 = -1133475.466546
  nChanged 3
		SP:Iteration 67Q (166419.000000 sec): 3 clusters
  Score: Raw -1136569.610666 + Penalty 3093.794599 = -1133475.816066
  nChanged 3
		SP:Iteration 68Q (166419.210000 sec): 3 clusters
  Score: Raw -1136570.017337 + Penalty 3093.794599 = -1133476.222737
  nChanged 3
		SP:Iteration 69Q (166419.450000 sec): 3 clusters
  Score: Raw -1136570.246154 + Penalty 3093.794599 = -1133476.451555
  nChanged 1
		SP:Iteration 70Q (166419.650000 sec): 3 clusters
  Score: Raw -1136570.293438 + Penalty 3093.794599 = -1133476.498839
  nChanged 2
		SP:Iteration 71Q (166419.910000 sec): 3 clusters
  Score: Raw -1136570.465516 + Penalty 3093.794599 = -1133476.670917
  nChanged 6
		SP:Iteration 72Q (166420.140000 sec): 3 clusters
  Score: Raw -1136571.162626 + Penalty 3093.794599 = -1133477.368026
  nChanged 7
		SP:Iteration 73Q (166420.360000 sec): 3 clusters
  Score: Raw -1136571.833613 + Penalty 3093.794599 = -1133478.039014
  nChanged 8
		SP:Iteration 74Q (166420.600000 sec): 3 clusters
  Score: Raw -1136572.867428 + Penalty 3093.794599 = -1133479.072828
  nChanged 10
		SP:Iteration 75Q (166420.790000 sec): 3 clusters
  Score: Raw -1136574.299082 + Penalty 3093.794599 = -1133480.504483
  nChanged 14
		SP:Iteration 76Q (166421.020000 sec): 3 clusters
  Score: Raw -1136575.972953 + Penalty 3093.794599 = -1133482.178353
  nChanged 17
		SP:Iteration 77Q (166421.290000 sec): 3 clusters
  Score: Raw -1136578.247063 + Penalty 3093.794599 = -1133484.452464
  nChanged 16
		SP:Iteration 78Q (166421.570000 sec): 3 clusters
  Score: Raw -1136580.342232 + Penalty 3093.794599 = -1133486.547632
  nChanged 13
		SP:Iteration 79Q (166421.790000 sec): 3 clusters
  Score: Raw -1136582.783999 + Penalty 3093.794599 = -1133488.989400
  nChanged 21
		SP:Iteration 80F (166422.060000 sec): 3 clusters
  Score: Raw -1136585.345466 + Penalty 3093.794599 = -1133491.550867
  nChanged 15
		SP:Iteration 81Q (166422.340000 sec): 3 clusters
  Score: Raw -1136587.621434 + Penalty 3093.794599 = -1133493.826835
  nChanged 23
		SP:Iteration 82Q (166422.580000 sec): 3 clusters
  Score: Raw -1136590.963269 + Penalty 3093.794599 = -1133497.168669
  nChanged 19
		SP:Iteration 83Q (166422.860000 sec): 3 clusters
  Score: Raw -1136593.334160 + Penalty 3093.794599 = -1133499.539560
  nChanged 24
		SP:Iteration 84Q (166423.110000 sec): 3 clusters
  Score: Raw -1136596.390158 + Penalty 3093.794599 = -1133502.595558
  nChanged 20
		SP:Iteration 85Q (166423.380000 sec): 3 clusters
  Score: Raw -1136600.587791 + Penalty 3093.794599 = -1133506.793191
  nChanged 24
		SP:Iteration 86Q (166423.630000 sec): 3 clusters
  Score: Raw -1136605.023343 + Penalty 3093.794599 = -1133511.228744
  nChanged 26
		SP:Iteration 87Q (166423.930000 sec): 3 clusters
  Score: Raw -1136609.150797 + Penalty 3093.794599 = -1133515.356197
  nChanged 30
		SP:Iteration 88Q (166424.140000 sec): 3 clusters
  Score: Raw -1136614.103376 + Penalty 3093.794599 = -1133520.308776
  nChanged 28
		SP:Iteration 89Q (166424.330000 sec): 3 clusters
  Score: Raw -1136619.018792 + Penalty 3093.794599 = -1133525.224192
  nChanged 20
		SP:Iteration 90Q (166424.580000 sec): 3 clusters
  Score: Raw -1136621.270910 + Penalty 3093.794599 = -1133527.476310
  nChanged 18
		SP:Iteration 91Q (166424.820000 sec): 3 clusters
  Score: Raw -1136624.054533 + Penalty 3093.794599 = -1133530.259933
  nChanged 16
		SP:Iteration 92Q (166425.070000 sec): 3 clusters
  Score: Raw -1136625.959364 + Penalty 3093.794599 = -1133532.164764
  nChanged 12
		SP:Iteration 93Q (166425.320000 sec): 3 clusters
  Score: Raw -1136627.706121 + Penalty 3093.794599 = -1133533.911521
  nChanged 18
		SP:Iteration 94Q (166425.570000 sec): 3 clusters
  Score: Raw -1136630.072100 + Penalty 3093.794599 = -1133536.277500
  nChanged 15
		SP:Iteration 95Q (166425.840000 sec): 3 clusters
  Score: Raw -1136632.479127 + Penalty 3093.794599 = -1133538.684527
  nChanged 18
		SP:Iteration 96Q (166426.100000 sec): 3 clusters
  Score: Raw -1136636.837618 + Penalty 3093.794599 = -1133543.043019
  nChanged 24
		SP:Iteration 97Q (166426.350000 sec): 3 clusters
  Score: Raw -1136641.161392 + Penalty 3093.794599 = -1133547.366792
  nChanged 19
		SP:Iteration 98Q (166426.620000 sec): 3 clusters
  Score: Raw -1136644.327701 + Penalty 3093.794599 = -1133550.533102
  nChanged 29
		SP:Iteration 99Q (166426.860000 sec): 3 clusters
  Score: Raw -1136649.188258 + Penalty 3093.794599 = -1133555.393658
  nChanged 27
		SP:Iteration 100F (166427.080000 sec): 3 clusters
  Score: Raw -1136653.751548 + Penalty 3093.794599 = -1133559.956949
  nChanged 24
		SP:Iteration 101Q (166427.270000 sec): 3 clusters
  Score: Raw -1136658.427151 + Penalty 3093.794599 = -1133564.632552
  nChanged 20
		SP:Iteration 102Q (166427.530000 sec): 3 clusters
  Score: Raw -1136662.913864 + Penalty 3093.794599 = -1133569.119265
  nChanged 29
		SP:Iteration 103Q (166427.780000 sec): 3 clusters
  Score: Raw -1136669.192161 + Penalty 3093.794599 = -1133575.397562
  nChanged 22
		SP:Iteration 104Q (166428.040000 sec): 3 clusters
  Score: Raw -1136674.139545 + Penalty 3093.794599 = -1133580.344945
  nChanged 23
		SP:Iteration 105Q (166428.320000 sec): 3 clusters
  Score: Raw -1136677.942389 + Penalty 3093.794599 = -1133584.147790
  nChanged 18
		SP:Iteration 106Q (166428.560000 sec): 3 clusters
  Score: Raw -1136680.601919 + Penalty 3093.794599 = -1133586.807320
  nChanged 18
		SP:Iteration 107Q (166428.840000 sec): 3 clusters
  Score: Raw -1136683.454787 + Penalty 3093.794599 = -1133589.660187
  nChanged 16
		SP:Iteration 108Q (166429.070000 sec): 3 clusters
  Score: Raw -1136685.579595 + Penalty 3093.794599 = -1133591.784995
  nChanged 16
		SP:Iteration 109Q (166429.310000 sec): 3 clusters
  Score: Raw -1136688.675178 + Penalty 3093.794599 = -1133594.880578
  nChanged 16
		SP:Iteration 110Q (166429.560000 sec): 3 clusters
  Score: Raw -1136691.142469 + Penalty 3093.794599 = -1133597.347870
  nChanged 18
		SP:Iteration 111Q (166429.770000 sec): 3 clusters
  Score: Raw -1136693.947078 + Penalty 3093.794599 = -1133600.152478
  nChanged 18
		SP:Iteration 112Q (166429.990000 sec): 3 clusters
  Score: Raw -1136697.258741 + Penalty 3093.794599 = -1133603.464142
  nChanged 17
		SP:Iteration 113Q (166430.200000 sec): 3 clusters
  Score: Raw -1136700.834627 + Penalty 3093.794599 = -1133607.040027
  nChanged 18
		SP:Iteration 114Q (166430.410000 sec): 3 clusters
  Score: Raw -1136704.352959 + Penalty 3093.794599 = -1133610.558359
  nChanged 26
		SP:Iteration 115Q (166430.670000 sec): 3 clusters
  Score: Raw -1136709.498390 + Penalty 3093.794599 = -1133615.703791
  nChanged 24
		SP:Iteration 116Q (166430.870000 sec): 3 clusters
  Score: Raw -1136713.206044 + Penalty 3093.794599 = -1133619.411445
  nChanged 21
		SP:Iteration 117Q (166431.090000 sec): 3 clusters
  Score: Raw -1136716.126200 + Penalty 3093.794599 = -1133622.331600
  nChanged 20
		SP:Iteration 118Q (166431.340000 sec): 3 clusters
  Score: Raw -1136720.366689 + Penalty 3093.794599 = -1133626.572089
  nChanged 16
		SP:Iteration 119Q (166431.590000 sec): 3 clusters
  Score: Raw -1136722.489352 + Penalty 3093.794599 = -1133628.694752
  nChanged 15
		SP:Iteration 120F (166431.780000 sec): 3 clusters
  Score: Raw -1136725.472471 + Penalty 3093.794599 = -1133631.677872
  nChanged 18
		SP:Iteration 121Q (166432.030000 sec): 3 clusters
  Score: Raw -1136729.244469 + Penalty 3093.794599 = -1133635.449870
  nChanged 16
		SP:Iteration 122Q (166432.260000 sec): 3 clusters
  Score: Raw -1136732.674563 + Penalty 3093.794599 = -1133638.879963
  nChanged 20
		SP:Iteration 123Q (166432.470000 sec): 3 clusters
  Score: Raw -1136738.490334 + Penalty 3093.794599 = -1133644.695734
  nChanged 19
		SP:Iteration 124Q (166432.680000 sec): 3 clusters
  Score: Raw -1136742.637278 + Penalty 3093.794599 = -1133648.842679
  nChanged 25
		SP:Iteration 125Q (166432.890000 sec): 3 clusters
  Score: Raw -1136749.071005 + Penalty 3093.794599 = -1133655.276406
  nChanged 32
		SP:Iteration 126Q (166433.100000 sec): 3 clusters
  Score: Raw -1136758.468237 + Penalty 3093.794599 = -1133664.673637
  nChanged 32
		SP:Iteration 127Q (166433.330000 sec): 3 clusters
  Score: Raw -1136770.190180 + Penalty 3093.794599 = -1133676.395580
  nChanged 27
		SP:Iteration 128Q (166433.600000 sec): 3 clusters
  Score: Raw -1136776.519885 + Penalty 3093.794599 = -1133682.725285
  nChanged 30
		SP:Iteration 129Q (166433.830000 sec): 3 clusters
  Score: Raw -1136784.611011 + Penalty 3093.794599 = -1133690.816411
  nChanged 32
		SP:Iteration 130Q (166434.050000 sec): 3 clusters
  Score: Raw -1136791.954581 + Penalty 3093.794599 = -1133698.159982
  nChanged 23
		SP:Iteration 131Q (166434.330000 sec): 3 clusters
  Score: Raw -1136797.755938 + Penalty 3093.794599 = -1133703.961338
  nChanged 17
		SP:Iteration 132Q (166434.530000 sec): 3 clusters
  Score: Raw -1136801.034753 + Penalty 3093.794599 = -1133707.240153
  nChanged 19
		SP:Iteration 133Q (166434.830000 sec): 3 clusters
  Score: Raw -1136804.663016 + Penalty 3093.794599 = -1133710.868417
  nChanged 20
		SP:Iteration 134Q (166435.110000 sec): 3 clusters
  Score: Raw -1136809.356328 + Penalty 3093.794599 = -1133715.561729
  nChanged 17
		SP:Iteration 135Q (166435.340000 sec): 3 clusters
  Score: Raw -1136812.389238 + Penalty 3093.794599 = -1133718.594638
  nChanged 17
		SP:Iteration 136Q (166435.580000 sec): 3 clusters
  Score: Raw -1136816.535946 + Penalty 3093.794599 = -1133722.741346
  nChanged 21
		SP:Iteration 137Q (166435.740000 sec): 3 clusters
  Score: Raw -1136821.484186 + Penalty 3093.794599 = -1133727.689587
  nChanged 24
		SP:Iteration 138Q (166435.980000 sec): 3 clusters
  Score: Raw -1136826.272167 + Penalty 3093.794599 = -1133732.477567
  nChanged 32
		SP:Iteration 139Q (166436.270000 sec): 3 clusters
  Score: Raw -1136833.255761 + Penalty 3093.794599 = -1133739.461161
  nChanged 23
		SP:Iteration 140F (166436.440000 sec): 3 clusters
  Score: Raw -1136837.594775 + Penalty 3093.794599 = -1133743.800175
  nChanged 24
		SP:Iteration 141Q (166436.710000 sec): 3 clusters
  Score: Raw -1136844.249758 + Penalty 3093.794599 = -1133750.455158
  nChanged 24
		SP:Iteration 142Q (166436.970000 sec): 3 clusters
  Score: Raw -1136849.195848 + Penalty 3093.794599 = -1133755.401249
  nChanged 22
		SP:Iteration 143Q (166437.190000 sec): 3 clusters
  Score: Raw -1136853.469258 + Penalty 3093.794599 = -1133759.674658
  nChanged 14
		SP:Iteration 144Q (166437.410000 sec): 3 clusters
  Score: Raw -1136855.930630 + Penalty 3093.794599 = -1133762.136030
  nChanged 9
		SP:Iteration 145Q (166437.670000 sec): 3 clusters
  Score: Raw -1136857.168749 + Penalty 3093.794599 = -1133763.374149
  nChanged 8
		SP:Iteration 146Q (166437.920000 sec): 3 clusters
  Score: Raw -1136858.365596 + Penalty 3093.794599 = -1133764.570997
  nChanged 10
		SP:Iteration 147Q (166438.210000 sec): 3 clusters
  Score: Raw -1136860.034273 + Penalty 3093.794599 = -1133766.239674
  nChanged 7
		SP:Iteration 148Q (166438.470000 sec): 3 clusters
  Score: Raw -1136861.513761 + Penalty 3093.794599 = -1133767.719162
  nChanged 10
		SP:Iteration 149Q (166438.690000 sec): 3 clusters
  Score: Raw -1136863.351249 + Penalty 3093.794599 = -1133769.556649
  nChanged 10
		SP:Iteration 150Q (166438.910000 sec): 3 clusters
  Score: Raw -1136865.501107 + Penalty 3093.794599 = -1133771.706507
  nChanged 12
		SP:Iteration 151Q (166439.130000 sec): 3 clusters
  Score: Raw -1136868.187161 + Penalty 3093.794599 = -1133774.392561
  nChanged 11
		SP:Iteration 152Q (166439.380000 sec): 3 clusters
  Score: Raw -1136870.091150 + Penalty 3093.794599 = -1133776.296551
  nChanged 9
		SP:Iteration 153Q (166439.610000 sec): 3 clusters
  Score: Raw -1136872.088373 + Penalty 3093.794599 = -1133778.293774
  nChanged 6
		SP:Iteration 154Q (166439.820000 sec): 3 clusters
  Score: Raw -1136873.174048 + Penalty 3093.794599 = -1133779.379449
  nChanged 8
		SP:Iteration 155Q (166440.040000 sec): 3 clusters
  Score: Raw -1136875.202211 + Penalty 3093.794599 = -1133781.407612
  nChanged 7
		SP:Iteration 156Q (166440.290000 sec): 3 clusters
  Score: Raw -1136877.940611 + Penalty 3093.794599 = -1133784.146011
  nChanged 11
		SP:Iteration 157Q (166440.480000 sec): 3 clusters
  Score: Raw -1136880.671868 + Penalty 3093.794599 = -1133786.877268
  nChanged 20
		SP:Iteration 158Q (166440.690000 sec): 3 clusters
  Score: Raw -1136885.176432 + Penalty 3093.794599 = -1133791.381833
  nChanged 22
		SP:Iteration 159Q (166440.910000 sec): 3 clusters
  Score: Raw -1136890.839493 + Penalty 3093.794599 = -1133797.044894
  nChanged 16
		SP:Iteration 160F (166441.170000 sec): 3 clusters
  Score: Raw -1136895.378325 + Penalty 3093.794599 = -1133801.583725
  nChanged 19
		SP:Iteration 161Q (166441.350000 sec): 3 clusters
  Score: Raw -1136901.813090 + Penalty 3093.794599 = -1133808.018490
  nChanged 25
		SP:Iteration 162Q (166441.620000 sec): 3 clusters
  Score: Raw -1136909.179646 + Penalty 3093.794599 = -1133815.385047
  nChanged 18
		SP:Iteration 163Q (166441.820000 sec): 3 clusters
  Score: Raw -1136913.058482 + Penalty 3093.794599 = -1133819.263883
  nChanged 14
		SP:Iteration 164Q (166442.040000 sec): 3 clusters
  Score: Raw -1136916.358534 + Penalty 3093.794599 = -1133822.563935
  nChanged 16
		SP:Iteration 165Q (166442.290000 sec): 3 clusters
  Score: Raw -1136921.433257 + Penalty 3093.794599 = -1133827.638657
  nChanged 20
		SP:Iteration 166Q (166442.470000 sec): 3 clusters
  Score: Raw -1136926.972730 + Penalty 3093.794599 = -1133833.178130
  nChanged 18
		SP:Iteration 167Q (166442.710000 sec): 3 clusters
  Score: Raw -1136933.316339 + Penalty 3093.794599 = -1133839.521740
  nChanged 25
		SP:Iteration 168Q (166442.950000 sec): 3 clusters
  Score: Raw -1136941.735990 + Penalty 3093.794599 = -1133847.941391
  nChanged 25
		SP:Iteration 169Q (166443.130000 sec): 3 clusters
  Score: Raw -1136950.181507 + Penalty 3093.794599 = -1133856.386908
  nChanged 27
		SP:Iteration 170Q (166443.380000 sec): 3 clusters
  Score: Raw -1136958.647234 + Penalty 3093.794599 = -1133864.852635
  nChanged 22
		SP:Iteration 171Q (166443.610000 sec): 3 clusters
  Score: Raw -1136966.180919 + Penalty 3093.794599 = -1133872.386319
  nChanged 25
		SP:Iteration 172Q (166443.800000 sec): 3 clusters
  Score: Raw -1136975.937078 + Penalty 3093.794599 = -1133882.142478
  nChanged 18
		SP:Iteration 173Q (166444.050000 sec): 3 clusters
  Score: Raw -1136982.857770 + Penalty 3093.794599 = -1133889.063170
  nChanged 19
		SP:Iteration 174Q (166444.300000 sec): 3 clusters
  Score: Raw -1136989.738563 + Penalty 3093.794599 = -1133895.943963
  nChanged 16
		SP:Iteration 175Q (166444.500000 sec): 3 clusters
  Score: Raw -1136994.939444 + Penalty 3093.794599 = -1133901.144844
  nChanged 18
		SP:Iteration 176Q (166444.760000 sec): 3 clusters
  Score: Raw -1137000.814289 + Penalty 3093.794599 = -1133907.019689
  nChanged 17
		SP:Iteration 177Q (166444.940000 sec): 3 clusters
  Score: Raw -1137006.058513 + Penalty 3093.794599 = -1133912.263913
  nChanged 21
		SP:Iteration 178Q (166445.180000 sec): 3 clusters
  Score: Raw -1137013.021247 + Penalty 3093.794599 = -1133919.226648
  nChanged 24
		SP:Iteration 179Q (166445.360000 sec): 3 clusters
  Score: Raw -1137024.362558 + Penalty 3093.794599 = -1133930.567959
  nChanged 25
		SP:Iteration 180F (166445.620000 sec): 3 clusters
  Score: Raw -1137036.555296 + Penalty 3093.794599 = -1133942.760696
  nChanged 27
		SP:Iteration 181Q (166445.820000 sec): 3 clusters
  Score: Raw -1137048.213718 + Penalty 3093.794599 = -1133954.419118
  nChanged 29
		SP:Iteration 182Q (166446.040000 sec): 3 clusters
  Score: Raw -1137066.061687 + Penalty 3093.794599 = -1133972.267087
  nChanged 32
		SP:Iteration 183Q (166446.270000 sec): 3 clusters
  Score: Raw -1137083.303235 + Penalty 3093.794599 = -1133989.508636
  nChanged 24
		SP:Iteration 184Q (166446.490000 sec): 3 clusters
  Score: Raw -1137093.037131 + Penalty 3093.794599 = -1133999.242531
  nChanged 20
		SP:Iteration 185Q (166446.750000 sec): 3 clusters
  Score: Raw -1137101.435443 + Penalty 3093.794599 = -1134007.640843
  nChanged 22
		SP:Iteration 186Q (166446.930000 sec): 3 clusters
  Score: Raw -1137110.459056 + Penalty 3093.794599 = -1134016.664457
  nChanged 21
		SP:Iteration 187Q (166447.150000 sec): 3 clusters
  Score: Raw -1137116.138535 + Penalty 3093.794599 = -1134022.343936
  nChanged 13
		SP:Iteration 188Q (166447.400000 sec): 3 clusters
  Score: Raw -1137120.319109 + Penalty 3093.794599 = -1134026.524510
  nChanged 9
		SP:Iteration 189Q (166447.570000 sec): 3 clusters
  Score: Raw -1137122.530711 + Penalty 3093.794599 = -1134028.736111
  nChanged 4
		SP:Iteration 190Q (166447.780000 sec): 3 clusters
  Score: Raw -1137123.189784 + Penalty 3093.794599 = -1134029.395184
  nChanged 2
		SP:Iteration 191Q (166447.990000 sec): 3 clusters
  Score: Raw -1137123.866974 + Penalty 3093.794599 = -1134030.072375
  nChanged 5
		SP:Iteration 192Q (166448.260000 sec): 3 clusters
  Score: Raw -1137125.042181 + Penalty 3093.794599 = -1134031.247581
  nChanged 3
		SP:Iteration 193Q (166448.450000 sec): 3 clusters
  Score: Raw -1137126.117347 + Penalty 3093.794599 = -1134032.322748
  nChanged 3
		SP:Iteration 194Q (166448.650000 sec): 3 clusters
  Score: Raw -1137127.439221 + Penalty 3093.794599 = -1134033.644622
  nChanged 5
		SP:Iteration 195Q (166448.880000 sec): 3 clusters
  Score: Raw -1137128.799036 + Penalty 3093.794599 = -1134035.004436
  nChanged 6
		SP:Iteration 196Q (166449.080000 sec): 3 clusters
  Score: Raw -1137129.761519 + Penalty 3093.794599 = -1134035.966919
  nChanged 4
		SP:Iteration 197Q (166449.280000 sec): 3 clusters
  Score: Raw -1137130.954083 + Penalty 3093.794599 = -1134037.159483
  nChanged 5
		SP:Iteration 198Q (166449.480000 sec): 3 clusters
  Score: Raw -1137132.409287 + Penalty 3093.794599 = -1134038.614688
  nChanged 5
		SP:Iteration 199Q (166449.690000 sec): 3 clusters
  Score: Raw -1137133.495165 + Penalty 3093.794599 = -1134039.700566
  nChanged 3
		SP:Iteration 200F (166449.960000 sec): 3 clusters
  Score: Raw -1137134.280633 + Penalty 3093.794599 = -1134040.486034
  nChanged 3
		SP:Iteration 201Q (166450.210000 sec): 3 clusters
  Score: Raw -1137135.745825 + Penalty 3093.794599 = -1134041.951225
  nChanged 6
		SP:Iteration 202Q (166450.420000 sec): 3 clusters
  Score: Raw -1137137.317481 + Penalty 3093.794599 = -1134043.522881
  nChanged 1
		SP:Iteration 203Q (166450.650000 sec): 3 clusters
  Score: Raw -1137137.604205 + Penalty 3093.794599 = -1134043.809606
  nChanged 0
		SP:Iteration 204F (166450.870000 sec): 3 clusters
  Score: Raw -1137137.604205 + Penalty 3093.794599 = -1134043.809606
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (4566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166450.970000 sec): 2 clusters
  Score: Raw -386264.044596 + Penalty 1369.288834 = -384894.755761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166451.130000 sec): 3 clusters
  Score: Raw -383976.925512 + Penalty 2738.577669 = -381238.347843
  nChanged 1815
		SP:Iteration 1F (166451.280000 sec): 3 clusters
  Score: Raw -385077.050542 + Penalty 2738.577669 = -382338.472873
  nChanged 395
		SP:Iteration 2F (166451.440000 sec): 3 clusters
  Score: Raw -385348.138134 + Penalty 2738.577669 = -382609.560465
  nChanged 318
		SP:Iteration 3F (166451.590000 sec): 3 clusters
  Score: Raw -385563.712798 + Penalty 2738.577669 = -382825.135129
  nChanged 275
		SP:Iteration 4F (166451.750000 sec): 3 clusters
  Score: Raw -385754.705252 + Penalty 2738.577669 = -383016.127583
  nChanged 221
		SP:Iteration 5Q (166451.910000 sec): 3 clusters
  Score: Raw -385899.874682 + Penalty 2738.577669 = -383161.297014
  nChanged 201
		SP:Iteration 6Q (166452.060000 sec): 3 clusters
  Score: Raw -386043.140327 + Penalty 2738.577669 = -383304.562658
  nChanged 177
		SP:Iteration 7Q (166452.210000 sec): 3 clusters
  Score: Raw -386150.762748 + Penalty 2738.577669 = -383412.185080
  nChanged 131
		SP:Iteration 8Q (166452.370000 sec): 3 clusters
  Score: Raw -386214.555515 + Penalty 2738.577669 = -383475.977846
  nChanged 105
		SP:Iteration 9Q (166452.560000 sec): 3 clusters
  Score: Raw -386258.429264 + Penalty 2738.577669 = -383519.851595
  nChanged 87
		SP:Iteration 10Q (166452.680000 sec): 3 clusters
  Score: Raw -386298.366946 + Penalty 2738.577669 = -383559.789277
  nChanged 91
		SP:Iteration 11Q (166452.880000 sec): 3 clusters
  Score: Raw -386350.238694 + Penalty 2738.577669 = -383611.661025
  nChanged 76
		SP:Iteration 12Q (166453.030000 sec): 3 clusters
  Score: Raw -386384.203077 + Penalty 2738.577669 = -383645.625408
  nChanged 63
		SP:Iteration 13Q (166453.230000 sec): 3 clusters
  Score: Raw -386411.862119 + Penalty 2738.577669 = -383673.284450
  nChanged 60
		SP:Iteration 14Q (166453.390000 sec): 3 clusters
  Score: Raw -386442.133464 + Penalty 2738.577669 = -383703.555796
  nChanged 61
		SP:Iteration 15Q (166453.550000 sec): 3 clusters
  Score: Raw -386471.746487 + Penalty 2738.577669 = -383733.168818
  nChanged 52
		SP:Iteration 16Q (166453.710000 sec): 3 clusters
  Score: Raw -386497.719892 + Penalty 2738.577669 = -383759.142223
  nChanged 45
		SP:Iteration 17Q (166453.890000 sec): 3 clusters
  Score: Raw -386518.438717 + Penalty 2738.577669 = -383779.861049
  nChanged 40
		SP:Iteration 18Q (166454.060000 sec): 3 clusters
  Score: Raw -386533.852166 + Penalty 2738.577669 = -383795.274498
  nChanged 31
		SP:Iteration 19Q (166454.240000 sec): 3 clusters
  Score: Raw -386544.903017 + Penalty 2738.577669 = -383806.325348
  nChanged 23
		SP:Iteration 20F (166454.410000 sec): 3 clusters
  Score: Raw -386552.728334 + Penalty 2738.577669 = -383814.150666
  nChanged 16
		SP:Iteration 21Q (166454.590000 sec): 3 clusters
  Score: Raw -386557.378347 + Penalty 2738.577669 = -383818.800678
  nChanged 11
		SP:Iteration 22Q (166454.760000 sec): 3 clusters
  Score: Raw -386561.046078 + Penalty 2738.577669 = -383822.468409
  nChanged 13
		SP:Iteration 23Q (166454.940000 sec): 3 clusters
  Score: Raw -386564.170944 + Penalty 2738.577669 = -383825.593275
  nChanged 15
		SP:Iteration 24Q (166455.110000 sec): 3 clusters
  Score: Raw -386568.464505 + Penalty 2738.577669 = -383829.886836
  nChanged 16
		SP:Iteration 25Q (166455.290000 sec): 3 clusters
  Score: Raw -386573.515694 + Penalty 2738.577669 = -383834.938025
  nChanged 13
		SP:Iteration 26Q (166455.450000 sec): 3 clusters
  Score: Raw -386576.472719 + Penalty 2738.577669 = -383837.895050
  nChanged 6
		SP:Iteration 27Q (166455.610000 sec): 3 clusters
  Score: Raw -386577.602097 + Penalty 2738.577669 = -383839.024428
  nChanged 3
		SP:Iteration 28Q (166455.770000 sec): 3 clusters
  Score: Raw -386578.403625 + Penalty 2738.577669 = -383839.825956
  nChanged 1
		SP:Iteration 29Q (166455.920000 sec): 3 clusters
  Score: Raw -386578.538638 + Penalty 2738.577669 = -383839.960969
  nChanged 0
		SP:Iteration 30F (166456.080000 sec): 3 clusters
  Score: Raw -386578.538638 + Penalty 2738.577669 = -383839.960969
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166456.180000 sec): 2 clusters
  Score: Raw -414923.462439 + Penalty 1355.285315 = -413568.177125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166456.390000 sec): 3 clusters
  Score: Raw -412783.030888 + Penalty 2710.570629 = -410072.460259
  nChanged 1654
		SP:Iteration 1F (166456.590000 sec): 3 clusters
  Score: Raw -413756.404002 + Penalty 2710.570629 = -411045.833373
  nChanged 349
		SP:Iteration 2F (166456.710000 sec): 3 clusters
  Score: Raw -414034.997695 + Penalty 2710.570629 = -411324.427066
  nChanged 296
		SP:Iteration 3F (166456.850000 sec): 3 clusters
  Score: Raw -414284.080677 + Penalty 2710.570629 = -411573.510047
  nChanged 256
		SP:Iteration 4F (166457.000000 sec): 3 clusters
  Score: Raw -414477.584396 + Penalty 2710.570629 = -411767.013767
  nChanged 238
		SP:Iteration 5F (166457.140000 sec): 3 clusters
  Score: Raw -414673.787147 + Penalty 2710.570629 = -411963.216518
  nChanged 232
		SP:Iteration 6F (166457.290000 sec): 3 clusters
  Score: Raw -414845.429821 + Penalty 2710.570629 = -412134.859191
  nChanged 184
		SP:Iteration 7Q (166457.430000 sec): 3 clusters
  Score: Raw -414976.073105 + Penalty 2710.570629 = -412265.502475
  nChanged 134
		SP:Iteration 8Q (166457.570000 sec): 3 clusters
  Score: Raw -415061.429565 + Penalty 2710.570629 = -412350.858935
  nChanged 99
		SP:Iteration 9Q (166457.720000 sec): 3 clusters
  Score: Raw -415114.311818 + Penalty 2710.570629 = -412403.741188
  nChanged 81
		SP:Iteration 10Q (166457.870000 sec): 3 clusters
  Score: Raw -415156.776675 + Penalty 2710.570629 = -412446.206045
  nChanged 65
		SP:Iteration 11Q (166458.030000 sec): 3 clusters
  Score: Raw -415189.249690 + Penalty 2710.570629 = -412478.679060
  nChanged 60
		SP:Iteration 12Q (166458.190000 sec): 3 clusters
  Score: Raw -415218.972229 + Penalty 2710.570629 = -412508.401600
  nChanged 46
		SP:Iteration 13Q (166458.340000 sec): 3 clusters
  Score: Raw -415237.611806 + Penalty 2710.570629 = -412527.041177
  nChanged 26
		SP:Iteration 14Q (166458.500000 sec): 3 clusters
  Score: Raw -415246.144187 + Penalty 2710.570629 = -412535.573558
  nChanged 18
		SP:Iteration 15Q (166458.660000 sec): 3 clusters
  Score: Raw -415253.242636 + Penalty 2710.570629 = -412542.672007
  nChanged 16
		SP:Iteration 16Q (166458.820000 sec): 3 clusters
  Score: Raw -415260.379193 + Penalty 2710.570629 = -412549.808564
  nChanged 14
		SP:Iteration 17Q (166458.980000 sec): 3 clusters
  Score: Raw -415265.165760 + Penalty 2710.570629 = -412554.595131
  nChanged 11
		SP:Iteration 18Q (166459.140000 sec): 3 clusters
  Score: Raw -415269.885698 + Penalty 2710.570629 = -412559.315069
  nChanged 21
		SP:Iteration 19Q (166459.290000 sec): 3 clusters
  Score: Raw -415278.095890 + Penalty 2710.570629 = -412567.525261
  nChanged 18
		SP:Iteration 20F (166459.450000 sec): 3 clusters
  Score: Raw -415284.149638 + Penalty 2710.570629 = -412573.579008
  nChanged 16
		SP:Iteration 21Q (166459.610000 sec): 3 clusters
  Score: Raw -415289.863752 + Penalty 2710.570629 = -412579.293122
  nChanged 8
		SP:Iteration 22Q (166459.770000 sec): 3 clusters
  Score: Raw -415292.677680 + Penalty 2710.570629 = -412582.107050
  nChanged 10
		SP:Iteration 23Q (166459.920000 sec): 3 clusters
  Score: Raw -415296.180968 + Penalty 2710.570629 = -412585.610338
  nChanged 7
		SP:Iteration 24Q (166460.100000 sec): 3 clusters
  Score: Raw -415298.882429 + Penalty 2710.570629 = -412588.311800
  nChanged 10
		SP:Iteration 25Q (166460.230000 sec): 3 clusters
  Score: Raw -415303.045137 + Penalty 2710.570629 = -412592.474508
  nChanged 8
		SP:Iteration 26Q (166460.390000 sec): 3 clusters
  Score: Raw -415305.723297 + Penalty 2710.570629 = -412595.152668
  nChanged 10
		SP:Iteration 27Q (166460.550000 sec): 3 clusters
  Score: Raw -415308.912073 + Penalty 2710.570629 = -412598.341444
  nChanged 9
		SP:Iteration 28Q (166460.710000 sec): 3 clusters
  Score: Raw -415311.368366 + Penalty 2710.570629 = -412600.797737
  nChanged 6
		SP:Iteration 29Q (166460.870000 sec): 3 clusters
  Score: Raw -415314.949979 + Penalty 2710.570629 = -412604.379350
  nChanged 10
		SP:Iteration 30Q (166461.030000 sec): 3 clusters
  Score: Raw -415318.656755 + Penalty 2710.570629 = -412608.086126
  nChanged 6
		SP:Iteration 31Q (166461.190000 sec): 3 clusters
  Score: Raw -415320.657291 + Penalty 2710.570629 = -412610.086662
  nChanged 4
		SP:Iteration 32Q (166461.350000 sec): 3 clusters
  Score: Raw -415322.055434 + Penalty 2710.570629 = -412611.484805
  nChanged 5
		SP:Iteration 33Q (166461.510000 sec): 3 clusters
  Score: Raw -415323.713195 + Penalty 2710.570629 = -412613.142566
  nChanged 3
		SP:Iteration 34Q (166461.660000 sec): 3 clusters
  Score: Raw -415324.807837 + Penalty 2710.570629 = -412614.237208
  nChanged 2
		SP:Iteration 35Q (166461.820000 sec): 3 clusters
  Score: Raw -415325.505251 + Penalty 2710.570629 = -412614.934622
  nChanged 3
		SP:Iteration 36Q (166461.970000 sec): 3 clusters
  Score: Raw -415327.296182 + Penalty 2710.570629 = -412616.725553
  nChanged 6
		SP:Iteration 37Q (166462.130000 sec): 3 clusters
  Score: Raw -415330.069554 + Penalty 2710.570629 = -412619.498925
  nChanged 7
		SP:Iteration 38Q (166462.290000 sec): 3 clusters
  Score: Raw -415332.614386 + Penalty 2710.570629 = -412622.043757
  nChanged 8
		SP:Iteration 39Q (166462.440000 sec): 3 clusters
  Score: Raw -415335.974624 + Penalty 2710.570629 = -412625.403995
  nChanged 9
		SP:Iteration 40F (166462.600000 sec): 3 clusters
  Score: Raw -415339.670564 + Penalty 2710.570629 = -412629.099934
  nChanged 4
		SP:Iteration 41Q (166462.750000 sec): 3 clusters
  Score: Raw -415341.942721 + Penalty 2710.570629 = -412631.372092
  nChanged 3
		SP:Iteration 42Q (166462.910000 sec): 3 clusters
  Score: Raw -415343.309904 + Penalty 2710.570629 = -412632.739275
  nChanged 2
		SP:Iteration 43Q (166463.110000 sec): 3 clusters
  Score: Raw -415344.168676 + Penalty 2710.570629 = -412633.598046
  nChanged 2
		SP:Iteration 44Q (166463.270000 sec): 3 clusters
  Score: Raw -415345.254189 + Penalty 2710.570629 = -412634.683560
  nChanged 4
		SP:Iteration 45Q (166463.430000 sec): 3 clusters
  Score: Raw -415346.733352 + Penalty 2710.570629 = -412636.162722
  nChanged 4
		SP:Iteration 46Q (166463.570000 sec): 3 clusters
  Score: Raw -415348.088140 + Penalty 2710.570629 = -412637.517511
  nChanged 2
		SP:Iteration 47Q (166463.730000 sec): 3 clusters
  Score: Raw -415348.644163 + Penalty 2710.570629 = -412638.073534
  nChanged 1
		SP:Iteration 48Q (166463.890000 sec): 3 clusters
  Score: Raw -415348.813043 + Penalty 2710.570629 = -412638.242414
  nChanged 0
		SP:Iteration 49F (166464.050000 sec): 3 clusters
  Score: Raw -415348.813043 + Penalty 2710.570629 = -412638.242414
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (7748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166464.180000 sec): 2 clusters
  Score: Raw -711670.812127 + Penalty 1455.218379 = -710215.593748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166464.370000 sec): 3 clusters
  Score: Raw -707405.006777 + Penalty 2910.436758 = -704494.570019
  nChanged 3251
		SP:Iteration 1F (166464.550000 sec): 3 clusters
  Score: Raw -709354.414145 + Penalty 2910.436758 = -706443.977387
  nChanged 593
		SP:Iteration 2F (166464.730000 sec): 3 clusters
  Score: Raw -709700.626919 + Penalty 2910.436758 = -706790.190161
  nChanged 504
		SP:Iteration 3F (166464.910000 sec): 3 clusters
  Score: Raw -709980.114188 + Penalty 2910.436758 = -707069.677430
  nChanged 427
		SP:Iteration 4F (166465.100000 sec): 3 clusters
  Score: Raw -710195.194632 + Penalty 2910.436758 = -707284.757874
  nChanged 367
		SP:Iteration 5Q (166465.330000 sec): 3 clusters
  Score: Raw -710368.139453 + Penalty 2910.436758 = -707457.702695
  nChanged 282
		SP:Iteration 6Q (166465.510000 sec): 3 clusters
  Score: Raw -710501.713202 + Penalty 2910.436758 = -707591.276444
  nChanged 271
		SP:Iteration 7Q (166465.710000 sec): 3 clusters
  Score: Raw -710643.686232 + Penalty 2910.436758 = -707733.249474
  nChanged 259
		SP:Iteration 8Q (166465.880000 sec): 3 clusters
  Score: Raw -710775.203760 + Penalty 2910.436758 = -707864.767002
  nChanged 237
		SP:Iteration 9Q (166466.050000 sec): 3 clusters
  Score: Raw -710898.045462 + Penalty 2910.436758 = -707987.608704
  nChanged 211
		SP:Iteration 10Q (166466.220000 sec): 3 clusters
  Score: Raw -710995.538193 + Penalty 2910.436758 = -708085.101435
  nChanged 186
		SP:Iteration 11Q (166466.390000 sec): 3 clusters
  Score: Raw -711080.351258 + Penalty 2910.436758 = -708169.914500
  nChanged 161
		SP:Iteration 12Q (166466.550000 sec): 3 clusters
  Score: Raw -711156.093206 + Penalty 2910.436758 = -708245.656448
  nChanged 136
		SP:Iteration 13Q (166466.720000 sec): 3 clusters
  Score: Raw -711215.093741 + Penalty 2910.436758 = -708304.656983
  nChanged 132
		SP:Iteration 14Q (166466.930000 sec): 3 clusters
  Score: Raw -711277.792228 + Penalty 2910.436758 = -708367.355470
  nChanged 135
		SP:Iteration 15Q (166467.090000 sec): 3 clusters
  Score: Raw -711341.952312 + Penalty 2910.436758 = -708431.515554
  nChanged 139
		SP:Iteration 16Q (166467.260000 sec): 3 clusters
  Score: Raw -711403.081064 + Penalty 2910.436758 = -708492.644306
  nChanged 107
		SP:Iteration 17Q (166467.430000 sec): 3 clusters
  Score: Raw -711446.486459 + Penalty 2910.436758 = -708536.049701
  nChanged 94
		SP:Iteration 18Q (166467.600000 sec): 3 clusters
  Score: Raw -711484.551523 + Penalty 2910.436758 = -708574.114765
  nChanged 99
		SP:Iteration 19Q (166467.770000 sec): 3 clusters
  Score: Raw -711524.588203 + Penalty 2910.436758 = -708614.151445
  nChanged 90
		SP:Iteration 20F (166467.930000 sec): 3 clusters
  Score: Raw -711561.310740 + Penalty 2910.436758 = -708650.873982
  nChanged 83
		SP:Iteration 21Q (166468.100000 sec): 3 clusters
  Score: Raw -711595.642313 + Penalty 2910.436758 = -708685.205555
  nChanged 86
		SP:Iteration 22Q (166468.270000 sec): 3 clusters
  Score: Raw -711633.842965 + Penalty 2910.436758 = -708723.406207
  nChanged 78
		SP:Iteration 23Q (166468.440000 sec): 3 clusters
  Score: Raw -711671.936419 + Penalty 2910.436758 = -708761.499661
  nChanged 72
		SP:Iteration 24Q (166468.620000 sec): 3 clusters
  Score: Raw -711708.961379 + Penalty 2910.436758 = -708798.524621
  nChanged 59
		SP:Iteration 25Q (166468.780000 sec): 3 clusters
  Score: Raw -711738.479610 + Penalty 2910.436758 = -708828.042852
  nChanged 42
		SP:Iteration 26Q (166468.950000 sec): 3 clusters
  Score: Raw -711756.209240 + Penalty 2910.436758 = -708845.772482
  nChanged 37
		SP:Iteration 27Q (166469.120000 sec): 3 clusters
  Score: Raw -711776.062434 + Penalty 2910.436758 = -708865.625676
  nChanged 39
		SP:Iteration 28Q (166469.290000 sec): 3 clusters
  Score: Raw -711797.939015 + Penalty 2910.436758 = -708887.502257
  nChanged 30
		SP:Iteration 29Q (166469.460000 sec): 3 clusters
  Score: Raw -711814.421760 + Penalty 2910.436758 = -708903.985002
  nChanged 23
		SP:Iteration 30Q (166469.630000 sec): 3 clusters
  Score: Raw -711825.811573 + Penalty 2910.436758 = -708915.374815
  nChanged 21
		SP:Iteration 31Q (166469.800000 sec): 3 clusters
  Score: Raw -711836.375007 + Penalty 2910.436758 = -708925.938250
  nChanged 16
		SP:Iteration 32Q (166469.960000 sec): 3 clusters
  Score: Raw -711846.287153 + Penalty 2910.436758 = -708935.850395
  nChanged 20
		SP:Iteration 33Q (166470.130000 sec): 3 clusters
  Score: Raw -711856.183760 + Penalty 2910.436758 = -708945.747002
  nChanged 15
		SP:Iteration 34Q (166470.300000 sec): 3 clusters
  Score: Raw -711865.972358 + Penalty 2910.436758 = -708955.535601
  nChanged 24
		SP:Iteration 35Q (166470.470000 sec): 3 clusters
  Score: Raw -711878.309586 + Penalty 2910.436758 = -708967.872828
  nChanged 18
		SP:Iteration 36Q (166470.640000 sec): 3 clusters
  Score: Raw -711888.733558 + Penalty 2910.436758 = -708978.296800
  nChanged 15
		SP:Iteration 37Q (166470.810000 sec): 3 clusters
  Score: Raw -711897.802509 + Penalty 2910.436758 = -708987.365751
  nChanged 10
		SP:Iteration 38Q (166470.980000 sec): 3 clusters
  Score: Raw -711901.586533 + Penalty 2910.436758 = -708991.149775
  nChanged 9
		SP:Iteration 39Q (166471.140000 sec): 3 clusters
  Score: Raw -711906.657436 + Penalty 2910.436758 = -708996.220678
  nChanged 9
		SP:Iteration 40F (166471.310000 sec): 3 clusters
  Score: Raw -711911.681056 + Penalty 2910.436758 = -709001.244298
  nChanged 10
		SP:Iteration 41Q (166471.480000 sec): 3 clusters
  Score: Raw -711915.891844 + Penalty 2910.436758 = -709005.455086
  nChanged 8
		SP:Iteration 42Q (166471.650000 sec): 3 clusters
  Score: Raw -711919.123718 + Penalty 2910.436758 = -709008.686960
  nChanged 6
		SP:Iteration 43Q (166471.820000 sec): 3 clusters
  Score: Raw -711922.150648 + Penalty 2910.436758 = -709011.713890
  nChanged 8
		SP:Iteration 44Q (166471.980000 sec): 3 clusters
  Score: Raw -711926.090900 + Penalty 2910.436758 = -709015.654142
  nChanged 4
		SP:Iteration 45Q (166472.160000 sec): 3 clusters
  Score: Raw -711928.471159 + Penalty 2910.436758 = -709018.034401
  nChanged 8
		SP:Iteration 46Q (166472.340000 sec): 3 clusters
  Score: Raw -711932.809257 + Penalty 2910.436758 = -709022.372499
  nChanged 9
		SP:Iteration 47Q (166472.520000 sec): 3 clusters
  Score: Raw -711937.428299 + Penalty 2910.436758 = -709026.991541
  nChanged 6
		SP:Iteration 48Q (166472.690000 sec): 3 clusters
  Score: Raw -711940.579668 + Penalty 2910.436758 = -709030.142910
  nChanged 7
		SP:Iteration 49Q (166472.940000 sec): 3 clusters
  Score: Raw -711944.516208 + Penalty 2910.436758 = -709034.079450
  nChanged 7
		SP:Iteration 50Q (166473.080000 sec): 3 clusters
  Score: Raw -711947.685397 + Penalty 2910.436758 = -709037.248639
  nChanged 5
		SP:Iteration 51Q (166473.280000 sec): 3 clusters
  Score: Raw -711951.057994 + Penalty 2910.436758 = -709040.621236
  nChanged 5
		SP:Iteration 52Q (166473.410000 sec): 3 clusters
  Score: Raw -711954.081670 + Penalty 2910.436758 = -709043.644912
  nChanged 4
		SP:Iteration 53Q (166473.580000 sec): 3 clusters
  Score: Raw -711955.740519 + Penalty 2910.436758 = -709045.303761
  nChanged 1
		SP:Iteration 54Q (166473.750000 sec): 3 clusters
  Score: Raw -711955.835017 + Penalty 2910.436758 = -709045.398259
  nChanged 0
		SP:Iteration 55F (166473.990000 sec): 3 clusters
  Score: Raw -711955.835017 + Penalty 2910.436758 = -709045.398259
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (7121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166474.070000 sec): 2 clusters
  Score: Raw -619665.908386 + Penalty 1441.505560 = -618224.402826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166474.270000 sec): 3 clusters
  Score: Raw -615770.758551 + Penalty 2883.011119 = -612887.747431
  nChanged 3022
		SP:Iteration 1F (166474.450000 sec): 3 clusters
  Score: Raw -617628.681606 + Penalty 2883.011119 = -614745.670487
  nChanged 541
		SP:Iteration 2F (166474.660000 sec): 3 clusters
  Score: Raw -617984.530989 + Penalty 2883.011119 = -615101.519870
  nChanged 459
		SP:Iteration 3F (166474.820000 sec): 3 clusters
  Score: Raw -618289.821703 + Penalty 2883.011119 = -615406.810583
  nChanged 409
		SP:Iteration 4F (166474.990000 sec): 3 clusters
  Score: Raw -618584.462463 + Penalty 2883.011119 = -615701.451343
  nChanged 367
		SP:Iteration 5F (166475.160000 sec): 3 clusters
  Score: Raw -618831.810660 + Penalty 2883.011119 = -615948.799541
  nChanged 304
		SP:Iteration 6Q (166475.330000 sec): 3 clusters
  Score: Raw -619012.581113 + Penalty 2883.011119 = -616129.569994
  nChanged 259
		SP:Iteration 7Q (166475.500000 sec): 3 clusters
  Score: Raw -619162.438914 + Penalty 2883.011119 = -616279.427795
  nChanged 227
		SP:Iteration 8Q (166475.670000 sec): 3 clusters
  Score: Raw -619273.863176 + Penalty 2883.011119 = -616390.852057
  nChanged 193
		SP:Iteration 9Q (166475.860000 sec): 3 clusters
  Score: Raw -619368.617015 + Penalty 2883.011119 = -616485.605896
  nChanged 164
		SP:Iteration 10Q (166476.020000 sec): 3 clusters
  Score: Raw -619440.646155 + Penalty 2883.011119 = -616557.635036
  nChanged 146
		SP:Iteration 11Q (166476.180000 sec): 3 clusters
  Score: Raw -619505.505753 + Penalty 2883.011119 = -616622.494634
  nChanged 138
		SP:Iteration 12Q (166476.340000 sec): 3 clusters
  Score: Raw -619571.007119 + Penalty 2883.011119 = -616687.995999
  nChanged 133
		SP:Iteration 13Q (166476.500000 sec): 3 clusters
  Score: Raw -619652.538959 + Penalty 2883.011119 = -616769.527839
  nChanged 146
		SP:Iteration 14Q (166476.660000 sec): 3 clusters
  Score: Raw -619745.275964 + Penalty 2883.011119 = -616862.264845
  nChanged 148
		SP:Iteration 15Q (166476.820000 sec): 3 clusters
  Score: Raw -619829.170638 + Penalty 2883.011119 = -616946.159519
  nChanged 124
		SP:Iteration 16Q (166477.040000 sec): 3 clusters
  Score: Raw -619901.222513 + Penalty 2883.011119 = -617018.211394
  nChanged 97
		SP:Iteration 17Q (166477.200000 sec): 3 clusters
  Score: Raw -619950.607403 + Penalty 2883.011119 = -617067.596283
  nChanged 97
		SP:Iteration 18Q (166477.360000 sec): 3 clusters
  Score: Raw -619999.891863 + Penalty 2883.011119 = -617116.880744
  nChanged 80
		SP:Iteration 19Q (166477.510000 sec): 3 clusters
  Score: Raw -620045.819026 + Penalty 2883.011119 = -617162.807906
  nChanged 63
		SP:Iteration 20F (166477.660000 sec): 3 clusters
  Score: Raw -620081.228302 + Penalty 2883.011119 = -617198.217183
  nChanged 64
		SP:Iteration 21Q (166477.820000 sec): 3 clusters
  Score: Raw -620120.153878 + Penalty 2883.011119 = -617237.142758
  nChanged 58
		SP:Iteration 22Q (166477.970000 sec): 3 clusters
  Score: Raw -620152.394277 + Penalty 2883.011119 = -617269.383158
  nChanged 55
		SP:Iteration 23Q (166478.130000 sec): 3 clusters
  Score: Raw -620179.667109 + Penalty 2883.011119 = -617296.655990
  nChanged 43
		SP:Iteration 24Q (166478.280000 sec): 3 clusters
  Score: Raw -620200.829914 + Penalty 2883.011119 = -617317.818795
  nChanged 36
		SP:Iteration 25Q (166478.440000 sec): 3 clusters
  Score: Raw -620226.484129 + Penalty 2883.011119 = -617343.473010
  nChanged 42
		SP:Iteration 26Q (166478.590000 sec): 3 clusters
  Score: Raw -620248.793484 + Penalty 2883.011119 = -617365.782365
  nChanged 33
		SP:Iteration 27Q (166478.760000 sec): 3 clusters
  Score: Raw -620267.401379 + Penalty 2883.011119 = -617384.390259
  nChanged 23
		SP:Iteration 28Q (166478.980000 sec): 3 clusters
  Score: Raw -620278.496865 + Penalty 2883.011119 = -617395.485746
  nChanged 19
		SP:Iteration 29Q (166479.110000 sec): 3 clusters
  Score: Raw -620291.928092 + Penalty 2883.011119 = -617408.916973
  nChanged 21
		SP:Iteration 30Q (166479.340000 sec): 3 clusters
  Score: Raw -620306.447660 + Penalty 2883.011119 = -617423.436540
  nChanged 20
		SP:Iteration 31Q (166479.530000 sec): 3 clusters
  Score: Raw -620316.744428 + Penalty 2883.011119 = -617433.733309
  nChanged 16
		SP:Iteration 32Q (166479.670000 sec): 3 clusters
  Score: Raw -620326.507766 + Penalty 2883.011119 = -617443.496646
  nChanged 14
		SP:Iteration 33Q (166479.840000 sec): 3 clusters
  Score: Raw -620336.124981 + Penalty 2883.011119 = -617453.113861
  nChanged 13
		SP:Iteration 34Q (166480.010000 sec): 3 clusters
  Score: Raw -620342.461614 + Penalty 2883.011119 = -617459.450495
  nChanged 10
		SP:Iteration 35Q (166480.190000 sec): 3 clusters
  Score: Raw -620346.047385 + Penalty 2883.011119 = -617463.036265
  nChanged 9
		SP:Iteration 36Q (166480.360000 sec): 3 clusters
  Score: Raw -620352.774929 + Penalty 2883.011119 = -617469.763810
  nChanged 12
		SP:Iteration 37Q (166480.540000 sec): 3 clusters
  Score: Raw -620358.145658 + Penalty 2883.011119 = -617475.134539
  nChanged 10
		SP:Iteration 38Q (166480.760000 sec): 3 clusters
  Score: Raw -620362.244775 + Penalty 2883.011119 = -617479.233655
  nChanged 7
		SP:Iteration 39Q (166480.900000 sec): 3 clusters
  Score: Raw -620365.759416 + Penalty 2883.011119 = -617482.748296
  nChanged 7
		SP:Iteration 40F (166481.080000 sec): 3 clusters
  Score: Raw -620367.867278 + Penalty 2883.011119 = -617484.856159
  nChanged 6
		SP:Iteration 41Q (166481.250000 sec): 3 clusters
  Score: Raw -620371.078329 + Penalty 2883.011119 = -617488.067210
  nChanged 6
		SP:Iteration 42Q (166481.450000 sec): 3 clusters
  Score: Raw -620373.117558 + Penalty 2883.011119 = -617490.106438
  nChanged 6
		SP:Iteration 43Q (166481.640000 sec): 3 clusters
  Score: Raw -620374.539762 + Penalty 2883.011119 = -617491.528643
  nChanged 2
		SP:Iteration 44Q (166481.820000 sec): 3 clusters
  Score: Raw -620375.303823 + Penalty 2883.011119 = -617492.292704
  nChanged 4
		SP:Iteration 45Q (166482.000000 sec): 3 clusters
  Score: Raw -620376.031933 + Penalty 2883.011119 = -617493.020814
  nChanged 2
		SP:Iteration 46Q (166482.170000 sec): 3 clusters
  Score: Raw -620376.409656 + Penalty 2883.011119 = -617493.398536
  nChanged 0
		SP:Iteration 47F (166482.350000 sec): 3 clusters
  Score: Raw -620376.409656 + Penalty 2883.011119 = -617493.398536
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166482.440000 sec): 2 clusters
  Score: Raw -293214.814710 + Penalty 1320.415036 = -291894.399675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166482.590000 sec): 3 clusters
  Score: Raw -291598.676266 + Penalty 2640.830071 = -288957.846195
  nChanged 1329
		SP:Iteration 1F (166482.730000 sec): 3 clusters
  Score: Raw -292524.188463 + Penalty 2640.830071 = -289883.358392
  nChanged 311
		SP:Iteration 2F (166482.880000 sec): 3 clusters
  Score: Raw -292752.604659 + Penalty 2640.830071 = -290111.774588
  nChanged 213
		SP:Iteration 3F (166483.040000 sec): 3 clusters
  Score: Raw -292930.979751 + Penalty 2640.830071 = -290290.149680
  nChanged 176
		SP:Iteration 4F (166483.200000 sec): 3 clusters
  Score: Raw -293083.207578 + Penalty 2640.830071 = -290442.377507
  nChanged 175
		SP:Iteration 5F (166483.340000 sec): 3 clusters
  Score: Raw -293253.405587 + Penalty 2640.830071 = -290612.575516
  nChanged 150
		SP:Iteration 6Q (166483.480000 sec): 3 clusters
  Score: Raw -293401.313120 + Penalty 2640.830071 = -290760.483048
  nChanged 118
		SP:Iteration 7Q (166483.630000 sec): 3 clusters
  Score: Raw -293498.497747 + Penalty 2640.830071 = -290857.667676
  nChanged 86
		SP:Iteration 8Q (166483.780000 sec): 3 clusters
  Score: Raw -293560.283493 + Penalty 2640.830071 = -290919.453422
  nChanged 53
		SP:Iteration 9Q (166483.950000 sec): 3 clusters
  Score: Raw -293594.738817 + Penalty 2640.830071 = -290953.908746
  nChanged 53
		SP:Iteration 10Q (166484.090000 sec): 3 clusters
  Score: Raw -293634.528059 + Penalty 2640.830071 = -290993.697988
  nChanged 54
		SP:Iteration 11Q (166484.240000 sec): 3 clusters
  Score: Raw -293682.226931 + Penalty 2640.830071 = -291041.396860
  nChanged 74
		SP:Iteration 12Q (166484.380000 sec): 3 clusters
  Score: Raw -293738.967441 + Penalty 2640.830071 = -291098.137370
  nChanged 63
		SP:Iteration 13Q (166484.540000 sec): 3 clusters
  Score: Raw -293785.804061 + Penalty 2640.830071 = -291144.973990
  nChanged 48
		SP:Iteration 14Q (166484.700000 sec): 3 clusters
  Score: Raw -293822.038493 + Penalty 2640.830071 = -291181.208422
  nChanged 61
		SP:Iteration 15Q (166484.860000 sec): 3 clusters
  Score: Raw -293872.182469 + Penalty 2640.830071 = -291231.352398
  nChanged 75
		SP:Iteration 16Q (166485.020000 sec): 3 clusters
  Score: Raw -293929.536439 + Penalty 2640.830071 = -291288.706367
  nChanged 52
		SP:Iteration 17Q (166485.180000 sec): 3 clusters
  Score: Raw -293962.259781 + Penalty 2640.830071 = -291321.429710
  nChanged 28
		SP:Iteration 18Q (166485.340000 sec): 3 clusters
  Score: Raw -293975.749100 + Penalty 2640.830071 = -291334.919029
  nChanged 20
		SP:Iteration 19Q (166485.510000 sec): 3 clusters
  Score: Raw -293984.818984 + Penalty 2640.830071 = -291343.988912
  nChanged 21
		SP:Iteration 20F (166485.680000 sec): 3 clusters
  Score: Raw -293995.374403 + Penalty 2640.830071 = -291354.544332
  nChanged 18
		SP:Iteration 21Q (166485.840000 sec): 3 clusters
  Score: Raw -294002.597093 + Penalty 2640.830071 = -291361.767021
  nChanged 16
		SP:Iteration 22Q (166486.000000 sec): 3 clusters
  Score: Raw -294010.914554 + Penalty 2640.830071 = -291370.084483
  nChanged 12
		SP:Iteration 23Q (166486.160000 sec): 3 clusters
  Score: Raw -294016.129647 + Penalty 2640.830071 = -291375.299576
  nChanged 9
		SP:Iteration 24Q (166486.330000 sec): 3 clusters
  Score: Raw -294019.403757 + Penalty 2640.830071 = -291378.573685
  nChanged 5
		SP:Iteration 25Q (166486.480000 sec): 3 clusters
  Score: Raw -294021.027545 + Penalty 2640.830071 = -291380.197474
  nChanged 5
		SP:Iteration 26Q (166486.640000 sec): 3 clusters
  Score: Raw -294022.955067 + Penalty 2640.830071 = -291382.124996
  nChanged 6
		SP:Iteration 27Q (166486.810000 sec): 3 clusters
  Score: Raw -294024.519215 + Penalty 2640.830071 = -291383.689144
  nChanged 1
		SP:Iteration 28Q (166486.980000 sec): 3 clusters
  Score: Raw -294024.707764 + Penalty 2640.830071 = -291383.877693
  nChanged 0
		SP:Iteration 29F (166487.150000 sec): 3 clusters
  Score: Raw -294024.707764 + Penalty 2640.830071 = -291383.877693
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (3125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166487.250000 sec): 2 clusters
  Score: Raw -223887.103388 + Penalty 1307.668304 = -222579.435085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166487.430000 sec): 3 clusters
  Score: Raw -222508.011020 + Penalty 2615.336608 = -219892.674413
  nChanged 1184
		SP:Iteration 1F (166487.580000 sec): 3 clusters
  Score: Raw -223360.118241 + Penalty 2615.336608 = -220744.781634
  nChanged 288
		SP:Iteration 2F (166487.740000 sec): 3 clusters
  Score: Raw -223636.073000 + Penalty 2615.336608 = -221020.736393
  nChanged 203
		SP:Iteration 3F (166487.900000 sec): 3 clusters
  Score: Raw -223810.820263 + Penalty 2615.336608 = -221195.483656
  nChanged 145
		SP:Iteration 4Q (166488.060000 sec): 3 clusters
  Score: Raw -223939.882297 + Penalty 2615.336608 = -221324.545689
  nChanged 126
		SP:Iteration 5Q (166488.220000 sec): 3 clusters
  Score: Raw -224061.474625 + Penalty 2615.336608 = -221446.138017
  nChanged 131
		SP:Iteration 6Q (166488.370000 sec): 3 clusters
  Score: Raw -224164.778796 + Penalty 2615.336608 = -221549.442188
  nChanged 104
		SP:Iteration 7Q (166488.530000 sec): 3 clusters
  Score: Raw -224251.901945 + Penalty 2615.336608 = -221636.565337
  nChanged 88
		SP:Iteration 8Q (166488.690000 sec): 3 clusters
  Score: Raw -224341.380909 + Penalty 2615.336608 = -221726.044302
  nChanged 85
		SP:Iteration 9Q (166488.850000 sec): 3 clusters
  Score: Raw -224423.232472 + Penalty 2615.336608 = -221807.895864
  nChanged 78
		SP:Iteration 10Q (166489.010000 sec): 3 clusters
  Score: Raw -224492.287143 + Penalty 2615.336608 = -221876.950535
  nChanged 61
		SP:Iteration 11Q (166489.170000 sec): 3 clusters
  Score: Raw -224537.320826 + Penalty 2615.336608 = -221921.984219
  nChanged 49
		SP:Iteration 12Q (166489.330000 sec): 3 clusters
  Score: Raw -224574.183518 + Penalty 2615.336608 = -221958.846910
  nChanged 50
		SP:Iteration 13Q (166489.530000 sec): 3 clusters
  Score: Raw -224612.793116 + Penalty 2615.336608 = -221997.456509
  nChanged 39
		SP:Iteration 14Q (166489.670000 sec): 3 clusters
  Score: Raw -224641.671869 + Penalty 2615.336608 = -222026.335261
  nChanged 37
		SP:Iteration 15Q (166489.820000 sec): 3 clusters
  Score: Raw -224670.176585 + Penalty 2615.336608 = -222054.839977
  nChanged 43
		SP:Iteration 16Q (166489.970000 sec): 3 clusters
  Score: Raw -224714.286910 + Penalty 2615.336608 = -222098.950303
  nChanged 40
		SP:Iteration 17Q (166490.120000 sec): 3 clusters
  Score: Raw -224738.664306 + Penalty 2615.336608 = -222123.327698
  nChanged 30
		SP:Iteration 18Q (166490.280000 sec): 3 clusters
  Score: Raw -224755.597540 + Penalty 2615.336608 = -222140.260933
  nChanged 20
		SP:Iteration 19Q (166490.430000 sec): 3 clusters
  Score: Raw -224765.208925 + Penalty 2615.336608 = -222149.872317
  nChanged 15
		SP:Iteration 20F (166490.600000 sec): 3 clusters
  Score: Raw -224774.961555 + Penalty 2615.336608 = -222159.624947
  nChanged 10
		SP:Iteration 21Q (166490.730000 sec): 3 clusters
  Score: Raw -224779.638570 + Penalty 2615.336608 = -222164.301962
  nChanged 13
		SP:Iteration 22Q (166490.870000 sec): 3 clusters
  Score: Raw -224788.104869 + Penalty 2615.336608 = -222172.768261
  nChanged 17
		SP:Iteration 23Q (166491.010000 sec): 3 clusters
  Score: Raw -224798.126732 + Penalty 2615.336608 = -222182.790124
  nChanged 18
		SP:Iteration 24Q (166491.150000 sec): 3 clusters
  Score: Raw -224807.007047 + Penalty 2615.336608 = -222191.670439
  nChanged 18
		SP:Iteration 25Q (166491.300000 sec): 3 clusters
  Score: Raw -224817.670270 + Penalty 2615.336608 = -222202.333662
  nChanged 21
		SP:Iteration 26Q (166491.440000 sec): 3 clusters
  Score: Raw -224830.815508 + Penalty 2615.336608 = -222215.478901
  nChanged 17
		SP:Iteration 27Q (166491.580000 sec): 3 clusters
  Score: Raw -224842.267836 + Penalty 2615.336608 = -222226.931228
  nChanged 16
		SP:Iteration 28Q (166491.730000 sec): 3 clusters
  Score: Raw -224850.898632 + Penalty 2615.336608 = -222235.562025
  nChanged 12
		SP:Iteration 29Q (166491.890000 sec): 3 clusters
  Score: Raw -224858.845496 + Penalty 2615.336608 = -222243.508888
  nChanged 15
		SP:Iteration 30Q (166492.050000 sec): 3 clusters
  Score: Raw -224865.505903 + Penalty 2615.336608 = -222250.169295
  nChanged 7
		SP:Iteration 31Q (166492.210000 sec): 3 clusters
  Score: Raw -224867.139573 + Penalty 2615.336608 = -222251.802965
  nChanged 3
		SP:Iteration 32Q (166492.360000 sec): 3 clusters
  Score: Raw -224867.909761 + Penalty 2615.336608 = -222252.573154
  nChanged 4
		SP:Iteration 33Q (166492.540000 sec): 3 clusters
  Score: Raw -224869.462301 + Penalty 2615.336608 = -222254.125693
  nChanged 6
		SP:Iteration 34Q (166492.680000 sec): 3 clusters
  Score: Raw -224871.478176 + Penalty 2615.336608 = -222256.141569
  nChanged 2
		SP:Iteration 35Q (166492.820000 sec): 3 clusters
  Score: Raw -224872.357778 + Penalty 2615.336608 = -222257.021171
  nChanged 0
		SP:Iteration 36F (166492.970000 sec): 3 clusters
  Score: Raw -224872.357778 + Penalty 2615.336608 = -222257.021171
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (4462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166493.060000 sec): 2 clusters
  Score: Raw -307633.875400 + Penalty 1365.544761 = -306268.330639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166493.240000 sec): 3 clusters
  Score: Raw -305371.228620 + Penalty 2731.089522 = -302640.139098
  nChanged 1812
		SP:Iteration 1F (166493.410000 sec): 3 clusters
  Score: Raw -306734.846124 + Penalty 2731.089522 = -304003.756602
  nChanged 509
		SP:Iteration 2F (166493.590000 sec): 3 clusters
  Score: Raw -307227.551148 + Penalty 2731.089522 = -304496.461627
  nChanged 348
		SP:Iteration 3F (166493.740000 sec): 3 clusters
  Score: Raw -307522.538555 + Penalty 2731.089522 = -304791.449033
  nChanged 273
		SP:Iteration 4F (166493.890000 sec): 3 clusters
  Score: Raw -307754.413285 + Penalty 2731.089522 = -305023.323763
  nChanged 202
		SP:Iteration 5Q (166494.060000 sec): 3 clusters
  Score: Raw -307901.050862 + Penalty 2731.089522 = -305169.961341
  nChanged 157
		SP:Iteration 6Q (166494.240000 sec): 3 clusters
  Score: Raw -308000.759266 + Penalty 2731.089522 = -305269.669744
  nChanged 117
		SP:Iteration 7Q (166494.380000 sec): 3 clusters
  Score: Raw -308060.351728 + Penalty 2731.089522 = -305329.262206
  nChanged 89
		SP:Iteration 8Q (166494.540000 sec): 3 clusters
  Score: Raw -308110.634381 + Penalty 2731.089522 = -305379.544859
  nChanged 71
		SP:Iteration 9Q (166494.690000 sec): 3 clusters
  Score: Raw -308147.749988 + Penalty 2731.089522 = -305416.660466
  nChanged 56
		SP:Iteration 10Q (166494.810000 sec): 3 clusters
  Score: Raw -308171.075770 + Penalty 2731.089522 = -305439.986248
  nChanged 46
		SP:Iteration 11Q (166494.960000 sec): 3 clusters
  Score: Raw -308184.938448 + Penalty 2731.089522 = -305453.848926
  nChanged 27
		SP:Iteration 12Q (166495.110000 sec): 3 clusters
  Score: Raw -308192.749071 + Penalty 2731.089522 = -305461.659550
  nChanged 25
		SP:Iteration 13Q (166495.260000 sec): 3 clusters
  Score: Raw -308202.212561 + Penalty 2731.089522 = -305471.123039
  nChanged 22
		SP:Iteration 14Q (166495.420000 sec): 3 clusters
  Score: Raw -308207.652673 + Penalty 2731.089522 = -305476.563151
  nChanged 12
		SP:Iteration 15Q (166495.570000 sec): 3 clusters
  Score: Raw -308210.389620 + Penalty 2731.089522 = -305479.300098
  nChanged 7
		SP:Iteration 16Q (166495.730000 sec): 3 clusters
  Score: Raw -308211.347278 + Penalty 2731.089522 = -305480.257757
  nChanged 6
		SP:Iteration 17Q (166495.920000 sec): 3 clusters
  Score: Raw -308212.152349 + Penalty 2731.089522 = -305481.062827
  nChanged 3
		SP:Iteration 18Q (166496.120000 sec): 3 clusters
  Score: Raw -308212.618303 + Penalty 2731.089522 = -305481.528781
  nChanged 1
		SP:Iteration 19Q (166496.270000 sec): 3 clusters
  Score: Raw -308212.686093 + Penalty 2731.089522 = -305481.596571
  nChanged 0
		SP:Iteration 20F (166496.420000 sec): 3 clusters
  Score: Raw -308212.686093 + Penalty 2731.089522 = -305481.596571
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (1995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166496.500000 sec): 2 clusters
  Score: Raw -185780.586420 + Penalty 1234.739891 = -184545.846529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166496.660000 sec): 3 clusters
  Score: Raw -184934.692705 + Penalty 2469.479782 = -182465.212923
  nChanged 715
		SP:Iteration 1F (166496.820000 sec): 3 clusters
  Score: Raw -185418.571903 + Penalty 2469.479782 = -182949.092121
  nChanged 139
		SP:Iteration 2F (166496.980000 sec): 3 clusters
  Score: Raw -185528.684130 + Penalty 2469.479782 = -183059.204348
  nChanged 97
		SP:Iteration 3Q (166497.120000 sec): 3 clusters
  Score: Raw -185604.401098 + Penalty 2469.479782 = -183134.921316
  nChanged 72
		SP:Iteration 4Q (166497.260000 sec): 3 clusters
  Score: Raw -185671.743372 + Penalty 2469.479782 = -183202.263590
  nChanged 69
		SP:Iteration 5Q (166497.400000 sec): 3 clusters
  Score: Raw -185736.085702 + Penalty 2469.479782 = -183266.605920
  nChanged 63
		SP:Iteration 6Q (166497.550000 sec): 3 clusters
  Score: Raw -185794.488512 + Penalty 2469.479782 = -183325.008730
  nChanged 64
		SP:Iteration 7Q (166497.690000 sec): 3 clusters
  Score: Raw -185868.659182 + Penalty 2469.479782 = -183399.179400
  nChanged 82
		SP:Iteration 8Q (166497.870000 sec): 3 clusters
  Score: Raw -185977.307483 + Penalty 2469.479782 = -183507.827701
  nChanged 85
		SP:Iteration 9Q (166498.040000 sec): 3 clusters
  Score: Raw -186108.410008 + Penalty 2469.479782 = -183638.930226
  nChanged 102
		SP:Iteration 10F (166498.170000 sec): 3 clusters
  Score: Raw -186280.341968 + Penalty 2469.479782 = -183810.862186
  nChanged 90
		SP:Iteration 11Q (166498.310000 sec): 3 clusters
  Score: Raw -186484.951974 + Penalty 2469.479782 = -184015.472192
  nChanged 91
		SP:Iteration 12Q (166498.470000 sec): 3 clusters
  Score: Raw -186709.485575 + Penalty 2469.479782 = -184240.005793
  nChanged 70
		SP:Iteration 13Q (166498.620000 sec): 3 clusters
  Score: Raw -186838.562831 + Penalty 2469.479782 = -184369.083049
  nChanged 47
		SP:Iteration 14Q (166498.780000 sec): 3 clusters
  Score: Raw -186918.824701 + Penalty 2469.479782 = -184449.344919
  nChanged 28
		SP:Iteration 15Q (166498.930000 sec): 3 clusters
  Score: Raw -186962.345985 + Penalty 2469.479782 = -184492.866203
  nChanged 16
		SP:Iteration 16Q (166499.070000 sec): 3 clusters
  Score: Raw -186982.848660 + Penalty 2469.479782 = -184513.368878
  nChanged 9
		SP:Iteration 17Q (166499.210000 sec): 3 clusters
  Score: Raw -186995.428872 + Penalty 2469.479782 = -184525.949090
  nChanged 2
		SP:Iteration 18Q (166499.370000 sec): 3 clusters
  Score: Raw -186997.163422 + Penalty 2469.479782 = -184527.683640
  nChanged 2
		SP:Iteration 19Q (166499.510000 sec): 3 clusters
  Score: Raw -186998.106523 + Penalty 2469.479782 = -184528.626741
  nChanged 1
		SP:Iteration 20F (166499.670000 sec): 3 clusters
  Score: Raw -186998.472821 + Penalty 2469.479782 = -184528.993039
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (6237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166499.770000 sec): 2 clusters
  Score: Raw -568012.101315 + Penalty 1419.966369 = -566592.134946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166499.950000 sec): 3 clusters
  Score: Raw -564618.522886 + Penalty 2839.932737 = -561778.590148
  nChanged 2670
		SP:Iteration 1F (166500.150000 sec): 3 clusters
  Score: Raw -566345.981597 + Penalty 2839.932737 = -563506.048859
  nChanged 522
		SP:Iteration 2F (166500.310000 sec): 3 clusters
  Score: Raw -566745.647496 + Penalty 2839.932737 = -563905.714758
  nChanged 461
		SP:Iteration 3F (166500.470000 sec): 3 clusters
  Score: Raw -567119.805246 + Penalty 2839.932737 = -564279.872509
  nChanged 398
		SP:Iteration 4F (166500.600000 sec): 3 clusters
  Score: Raw -567414.918731 + Penalty 2839.932737 = -564574.985993
  nChanged 333
		SP:Iteration 5F (166500.770000 sec): 3 clusters
  Score: Raw -567637.882151 + Penalty 2839.932737 = -564797.949414
  nChanged 281
		SP:Iteration 6Q (166500.950000 sec): 3 clusters
  Score: Raw -567814.544551 + Penalty 2839.932737 = -564974.611814
  nChanged 223
		SP:Iteration 7Q (166501.130000 sec): 3 clusters
  Score: Raw -567941.640423 + Penalty 2839.932737 = -565101.707685
  nChanged 172
		SP:Iteration 8Q (166501.300000 sec): 3 clusters
  Score: Raw -568031.870171 + Penalty 2839.932737 = -565191.937434
  nChanged 130
		SP:Iteration 9Q (166501.470000 sec): 3 clusters
  Score: Raw -568080.537777 + Penalty 2839.932737 = -565240.605040
  nChanged 115
		SP:Iteration 10Q (166501.650000 sec): 3 clusters
  Score: Raw -568127.069724 + Penalty 2839.932737 = -565287.136987
  nChanged 92
		SP:Iteration 11Q (166501.820000 sec): 3 clusters
  Score: Raw -568161.150820 + Penalty 2839.932737 = -565321.218083
  nChanged 74
		SP:Iteration 12Q (166501.990000 sec): 3 clusters
  Score: Raw -568189.648473 + Penalty 2839.932737 = -565349.715735
  nChanged 61
		SP:Iteration 13Q (166502.170000 sec): 3 clusters
  Score: Raw -568208.361945 + Penalty 2839.932737 = -565368.429208
  nChanged 44
		SP:Iteration 14Q (166502.340000 sec): 3 clusters
  Score: Raw -568221.221149 + Penalty 2839.932737 = -565381.288412
  nChanged 45
		SP:Iteration 15Q (166502.500000 sec): 3 clusters
  Score: Raw -568233.880480 + Penalty 2839.932737 = -565393.947742
  nChanged 39
		SP:Iteration 16Q (166502.660000 sec): 3 clusters
  Score: Raw -568244.640362 + Penalty 2839.932737 = -565404.707625
  nChanged 35
		SP:Iteration 17Q (166502.810000 sec): 3 clusters
  Score: Raw -568256.323002 + Penalty 2839.932737 = -565416.390265
  nChanged 36
		SP:Iteration 18Q (166502.970000 sec): 3 clusters
  Score: Raw -568265.695824 + Penalty 2839.932737 = -565425.763087
  nChanged 35
		SP:Iteration 19Q (166503.120000 sec): 3 clusters
  Score: Raw -568275.659546 + Penalty 2839.932737 = -565435.726808
  nChanged 28
		SP:Iteration 20F (166503.290000 sec): 3 clusters
  Score: Raw -568285.396089 + Penalty 2839.932737 = -565445.463351
  nChanged 35
		SP:Iteration 21Q (166503.480000 sec): 3 clusters
  Score: Raw -568295.042720 + Penalty 2839.932737 = -565455.109982
  nChanged 26
		SP:Iteration 22Q (166503.630000 sec): 3 clusters
  Score: Raw -568302.583754 + Penalty 2839.932737 = -565462.651017
  nChanged 26
		SP:Iteration 23Q (166503.800000 sec): 3 clusters
  Score: Raw -568309.858401 + Penalty 2839.932737 = -565469.925663
  nChanged 24
		SP:Iteration 24Q (166503.920000 sec): 3 clusters
  Score: Raw -568317.389115 + Penalty 2839.932737 = -565477.456378
  nChanged 35
		SP:Iteration 25Q (166504.110000 sec): 3 clusters
  Score: Raw -568328.726936 + Penalty 2839.932737 = -565488.794198
  nChanged 36
		SP:Iteration 26Q (166504.280000 sec): 3 clusters
  Score: Raw -568340.183968 + Penalty 2839.932737 = -565500.251231
  nChanged 32
		SP:Iteration 27Q (166504.470000 sec): 3 clusters
  Score: Raw -568352.325787 + Penalty 2839.932737 = -565512.393049
  nChanged 34
		SP:Iteration 28Q (166504.670000 sec): 3 clusters
  Score: Raw -568365.443512 + Penalty 2839.932737 = -565525.510775
  nChanged 45
		SP:Iteration 29Q (166504.880000 sec): 3 clusters
  Score: Raw -568384.947301 + Penalty 2839.932737 = -565545.014564
  nChanged 45
		SP:Iteration 30Q (166505.140000 sec): 3 clusters
  Score: Raw -568401.758174 + Penalty 2839.932737 = -565561.825437
  nChanged 40
		SP:Iteration 31Q (166505.270000 sec): 3 clusters
  Score: Raw -568418.438716 + Penalty 2839.932737 = -565578.505978
  nChanged 47
		SP:Iteration 32Q (166505.460000 sec): 3 clusters
  Score: Raw -568438.797073 + Penalty 2839.932737 = -565598.864335
  nChanged 47
		SP:Iteration 33Q (166505.650000 sec): 3 clusters
  Score: Raw -568462.533039 + Penalty 2839.932737 = -565622.600301
  nChanged 49
		SP:Iteration 34Q (166505.830000 sec): 3 clusters
  Score: Raw -568484.953967 + Penalty 2839.932737 = -565645.021230
  nChanged 43
		SP:Iteration 35Q (166506.030000 sec): 3 clusters
  Score: Raw -568510.495713 + Penalty 2839.932737 = -565670.562975
  nChanged 56
		SP:Iteration 36Q (166506.240000 sec): 3 clusters
  Score: Raw -568538.624936 + Penalty 2839.932737 = -565698.692199
  nChanged 64
		SP:Iteration 37Q (166506.420000 sec): 3 clusters
  Score: Raw -568581.624515 + Penalty 2839.932737 = -565741.691778
  nChanged 75
		SP:Iteration 38Q (166506.580000 sec): 3 clusters
  Score: Raw -568653.765476 + Penalty 2839.932737 = -565813.832739
  nChanged 89
		SP:Iteration 39Q (166506.760000 sec): 3 clusters
  Score: Raw -568733.555652 + Penalty 2839.932737 = -565893.622914
  nChanged 83
		SP:Iteration 40F (166506.950000 sec): 3 clusters
  Score: Raw -568792.935872 + Penalty 2839.932737 = -565953.003134
  nChanged 64
		SP:Iteration 41Q (166507.160000 sec): 3 clusters
  Score: Raw -568826.016825 + Penalty 2839.932737 = -565986.084087
  nChanged 60
		SP:Iteration 42Q (166507.300000 sec): 3 clusters
  Score: Raw -568855.012995 + Penalty 2839.932737 = -566015.080258
  nChanged 41
		SP:Iteration 43Q (166507.480000 sec): 3 clusters
  Score: Raw -568866.234411 + Penalty 2839.932737 = -566026.301673
  nChanged 17
		SP:Iteration 44Q (166507.660000 sec): 3 clusters
  Score: Raw -568869.660877 + Penalty 2839.932737 = -566029.728139
  nChanged 13
		SP:Iteration 45Q (166507.850000 sec): 3 clusters
  Score: Raw -568872.456109 + Penalty 2839.932737 = -566032.523372
  nChanged 14
		SP:Iteration 46Q (166508.050000 sec): 3 clusters
  Score: Raw -568875.885507 + Penalty 2839.932737 = -566035.952770
  nChanged 14
		SP:Iteration 47Q (166508.220000 sec): 3 clusters
  Score: Raw -568879.878328 + Penalty 2839.932737 = -566039.945591
  nChanged 11
		SP:Iteration 48Q (166508.390000 sec): 3 clusters
  Score: Raw -568883.206392 + Penalty 2839.932737 = -566043.273655
  nChanged 9
		SP:Iteration 49Q (166508.570000 sec): 3 clusters
  Score: Raw -568884.888513 + Penalty 2839.932737 = -566044.955776
  nChanged 5
		SP:Iteration 50Q (166508.740000 sec): 3 clusters
  Score: Raw -568886.010738 + Penalty 2839.932737 = -566046.078001
  nChanged 4
		SP:Iteration 51Q (166508.920000 sec): 3 clusters
  Score: Raw -568886.594288 + Penalty 2839.932737 = -566046.661551
  nChanged 2
		SP:Iteration 52Q (166509.100000 sec): 3 clusters
  Score: Raw -568886.867911 + Penalty 2839.932737 = -566046.935173
  nChanged 0
		SP:Iteration 53F (166509.290000 sec): 3 clusters
  Score: Raw -568886.867911 + Penalty 2839.932737 = -566046.935173
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (1947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166509.390000 sec): 2 clusters
  Score: Raw -163249.680172 + Penalty 1230.782313 = -162018.897858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166509.540000 sec): 3 clusters
  Score: Raw -162416.489055 + Penalty 2461.564627 = -159954.924428
  nChanged 714
		SP:Iteration 1F (166509.700000 sec): 3 clusters
  Score: Raw -162952.975746 + Penalty 2461.564627 = -160491.411119
  nChanged 154
		SP:Iteration 2F (166509.860000 sec): 3 clusters
  Score: Raw -163103.120924 + Penalty 2461.564627 = -160641.556298
  nChanged 128
		SP:Iteration 3F (166510.020000 sec): 3 clusters
  Score: Raw -163228.045799 + Penalty 2461.564627 = -160766.481172
  nChanged 98
		SP:Iteration 4F (166510.170000 sec): 3 clusters
  Score: Raw -163330.116694 + Penalty 2461.564627 = -160868.552067
  nChanged 82
		SP:Iteration 5Q (166510.320000 sec): 3 clusters
  Score: Raw -163409.464853 + Penalty 2461.564627 = -160947.900227
  nChanged 72
		SP:Iteration 6Q (166510.460000 sec): 3 clusters
  Score: Raw -163478.335077 + Penalty 2461.564627 = -161016.770451
  nChanged 66
		SP:Iteration 7Q (166510.620000 sec): 3 clusters
  Score: Raw -163545.383085 + Penalty 2461.564627 = -161083.818458
  nChanged 56
		SP:Iteration 8Q (166510.790000 sec): 3 clusters
  Score: Raw -163594.822183 + Penalty 2461.564627 = -161133.257556
  nChanged 49
		SP:Iteration 9Q (166510.960000 sec): 3 clusters
  Score: Raw -163644.002290 + Penalty 2461.564627 = -161182.437663
  nChanged 39
		SP:Iteration 10Q (166511.140000 sec): 3 clusters
  Score: Raw -163682.253544 + Penalty 2461.564627 = -161220.688917
  nChanged 47
		SP:Iteration 11Q (166511.340000 sec): 3 clusters
  Score: Raw -163738.432677 + Penalty 2461.564627 = -161276.868050
  nChanged 46
		SP:Iteration 12Q (166511.480000 sec): 3 clusters
  Score: Raw -163794.880135 + Penalty 2461.564627 = -161333.315508
  nChanged 42
		SP:Iteration 13Q (166511.590000 sec): 3 clusters
  Score: Raw -163844.522091 + Penalty 2461.564627 = -161382.957464
  nChanged 42
		SP:Iteration 14Q (166511.750000 sec): 3 clusters
  Score: Raw -163924.404196 + Penalty 2461.564627 = -161462.839569
  nChanged 51
		SP:Iteration 15Q (166511.900000 sec): 3 clusters
  Score: Raw -164020.767484 + Penalty 2461.564627 = -161559.202858
  nChanged 45
		SP:Iteration 16Q (166512.060000 sec): 3 clusters
  Score: Raw -164086.779581 + Penalty 2461.564627 = -161625.214954
  nChanged 33
		SP:Iteration 17Q (166512.220000 sec): 3 clusters
  Score: Raw -164110.238130 + Penalty 2461.564627 = -161648.673503
  nChanged 21
		SP:Iteration 18Q (166512.380000 sec): 3 clusters
  Score: Raw -164128.161886 + Penalty 2461.564627 = -161666.597259
  nChanged 14
		SP:Iteration 19Q (166512.540000 sec): 3 clusters
  Score: Raw -164142.995049 + Penalty 2461.564627 = -161681.430422
  nChanged 8
		SP:Iteration 20F (166512.700000 sec): 3 clusters
  Score: Raw -164149.075595 + Penalty 2461.564627 = -161687.510968
  nChanged 4
		SP:Iteration 21Q (166512.850000 sec): 3 clusters
  Score: Raw -164150.712030 + Penalty 2461.564627 = -161689.147403
  nChanged 3
		SP:Iteration 22Q (166513.010000 sec): 3 clusters
  Score: Raw -164152.402998 + Penalty 2461.564627 = -161690.838372
  nChanged 2
		SP:Iteration 23Q (166513.170000 sec): 3 clusters
  Score: Raw -164153.313657 + Penalty 2461.564627 = -161691.749030
  nChanged 1
		SP:Iteration 24Q (166513.330000 sec): 3 clusters
  Score: Raw -164153.909579 + Penalty 2461.564627 = -161692.344952
  nChanged 0
		SP:Iteration 25F (166513.490000 sec): 3 clusters
  Score: Raw -164153.909579 + Penalty 2461.564627 = -161692.344952
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (7370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166513.640000 sec): 2 clusters
  Score: Raw -676307.645608 + Penalty 1447.090610 = -674860.554998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166513.880000 sec): 3 clusters
  Score: Raw -672270.152570 + Penalty 2894.181220 = -669375.971349
  nChanged 3125
		SP:Iteration 1F (166514.070000 sec): 3 clusters
  Score: Raw -674260.513208 + Penalty 2894.181220 = -671366.331988
  nChanged 672
		SP:Iteration 2F (166514.250000 sec): 3 clusters
  Score: Raw -674914.161777 + Penalty 2894.181220 = -672019.980557
  nChanged 652
		SP:Iteration 3F (166514.440000 sec): 3 clusters
  Score: Raw -675519.835695 + Penalty 2894.181220 = -672625.654475
  nChanged 605
		SP:Iteration 4F (166514.670000 sec): 3 clusters
  Score: Raw -676078.907453 + Penalty 2894.181220 = -673184.726232
  nChanged 476
		SP:Iteration 5F (166514.810000 sec): 3 clusters
  Score: Raw -676459.751147 + Penalty 2894.181220 = -673565.569927
  nChanged 388
		SP:Iteration 6F (166514.980000 sec): 3 clusters
  Score: Raw -676688.337217 + Penalty 2894.181220 = -673794.155996
  nChanged 266
		SP:Iteration 7Q (166515.150000 sec): 3 clusters
  Score: Raw -676813.123675 + Penalty 2894.181220 = -673918.942455
  nChanged 205
		SP:Iteration 8Q (166515.340000 sec): 3 clusters
  Score: Raw -676893.066755 + Penalty 2894.181220 = -673998.885535
  nChanged 146
		SP:Iteration 9Q (166515.520000 sec): 3 clusters
  Score: Raw -676936.194063 + Penalty 2894.181220 = -674042.012843
  nChanged 94
		SP:Iteration 10Q (166515.710000 sec): 3 clusters
  Score: Raw -676961.558625 + Penalty 2894.181220 = -674067.377404
  nChanged 76
		SP:Iteration 11Q (166515.900000 sec): 3 clusters
  Score: Raw -676978.846271 + Penalty 2894.181220 = -674084.665051
  nChanged 55
		SP:Iteration 12Q (166516.100000 sec): 3 clusters
  Score: Raw -676990.635092 + Penalty 2894.181220 = -674096.453871
  nChanged 50
		SP:Iteration 13Q (166516.270000 sec): 3 clusters
  Score: Raw -676999.457735 + Penalty 2894.181220 = -674105.276515
  nChanged 33
		SP:Iteration 14Q (166516.450000 sec): 3 clusters
  Score: Raw -677005.898803 + Penalty 2894.181220 = -674111.717583
  nChanged 29
		SP:Iteration 15Q (166516.630000 sec): 3 clusters
  Score: Raw -677010.636726 + Penalty 2894.181220 = -674116.455506
  nChanged 23
		SP:Iteration 16Q (166516.820000 sec): 3 clusters
  Score: Raw -677016.415529 + Penalty 2894.181220 = -674122.234309
  nChanged 21
		SP:Iteration 17Q (166517.040000 sec): 3 clusters
  Score: Raw -677020.774003 + Penalty 2894.181220 = -674126.592783
  nChanged 21
		SP:Iteration 18Q (166517.220000 sec): 3 clusters
  Score: Raw -677024.544968 + Penalty 2894.181220 = -674130.363748
  nChanged 12
		SP:Iteration 19Q (166517.410000 sec): 3 clusters
  Score: Raw -677025.854892 + Penalty 2894.181220 = -674131.673671
  nChanged 4
		SP:Iteration 20F (166517.580000 sec): 3 clusters
  Score: Raw -677026.513423 + Penalty 2894.181220 = -674132.332202
  nChanged 5
		SP:Iteration 21Q (166517.750000 sec): 3 clusters
  Score: Raw -677027.957362 + Penalty 2894.181220 = -674133.776142
  nChanged 7
		SP:Iteration 22Q (166517.920000 sec): 3 clusters
  Score: Raw -677029.031681 + Penalty 2894.181220 = -674134.850461
  nChanged 11
		SP:Iteration 23Q (166518.090000 sec): 3 clusters
  Score: Raw -677031.756917 + Penalty 2894.181220 = -674137.575697
  nChanged 21
		SP:Iteration 24Q (166518.260000 sec): 3 clusters
  Score: Raw -677035.037635 + Penalty 2894.181220 = -674140.856415
  nChanged 12
		SP:Iteration 25Q (166518.420000 sec): 3 clusters
  Score: Raw -677036.470727 + Penalty 2894.181220 = -674142.289506
  nChanged 9
		SP:Iteration 26Q (166518.600000 sec): 3 clusters
  Score: Raw -677037.129355 + Penalty 2894.181220 = -674142.948135
  nChanged 2
		SP:Iteration 27Q (166518.800000 sec): 3 clusters
  Score: Raw -677037.594027 + Penalty 2894.181220 = -674143.412807
  nChanged 4
		SP:Iteration 28Q (166518.980000 sec): 3 clusters
  Score: Raw -677038.129860 + Penalty 2894.181220 = -674143.948640
  nChanged 4
		SP:Iteration 29Q (166519.160000 sec): 3 clusters
  Score: Raw -677038.903160 + Penalty 2894.181220 = -674144.721940
  nChanged 3
		SP:Iteration 30Q (166519.340000 sec): 3 clusters
  Score: Raw -677039.623851 + Penalty 2894.181220 = -674145.442631
  nChanged 4
		SP:Iteration 31Q (166519.500000 sec): 3 clusters
  Score: Raw -677040.083085 + Penalty 2894.181220 = -674145.901865
  nChanged 4
		SP:Iteration 32Q (166519.680000 sec): 3 clusters
  Score: Raw -677040.534589 + Penalty 2894.181220 = -674146.353369
  nChanged 2
		SP:Iteration 33Q (166519.840000 sec): 3 clusters
  Score: Raw -677040.723104 + Penalty 2894.181220 = -674146.541884
  nChanged 2
		SP:Iteration 34Q (166520.010000 sec): 3 clusters
  Score: Raw -677040.827170 + Penalty 2894.181220 = -674146.645950
  nChanged 2
		SP:Iteration 35Q (166520.180000 sec): 3 clusters
  Score: Raw -677040.956999 + Penalty 2894.181220 = -674146.775779
  nChanged 0
		SP:Iteration 36F (166520.350000 sec): 3 clusters
  Score: Raw -677040.956999 + Penalty 2894.181220 = -674146.775779
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166520.440000 sec): 2 clusters
  Score: Raw -232432.481807 + Penalty 1295.749711 = -231136.732096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166520.590000 sec): 3 clusters
  Score: Raw -231073.359962 + Penalty 2591.499422 = -228481.860539
  nChanged 1110
		SP:Iteration 1F (166520.730000 sec): 3 clusters
  Score: Raw -231921.995385 + Penalty 2591.499422 = -229330.495963
  nChanged 319
		SP:Iteration 2F (166520.880000 sec): 3 clusters
  Score: Raw -232369.218594 + Penalty 2591.499422 = -229777.719172
  nChanged 281
		SP:Iteration 3F (166521.020000 sec): 3 clusters
  Score: Raw -232780.643363 + Penalty 2591.499422 = -230189.143941
  nChanged 230
		SP:Iteration 4F (166521.160000 sec): 3 clusters
  Score: Raw -233077.383952 + Penalty 2591.499422 = -230485.884530
  nChanged 169
		SP:Iteration 5F (166521.310000 sec): 3 clusters
  Score: Raw -233247.620030 + Penalty 2591.499422 = -230656.120608
  nChanged 123
		SP:Iteration 6Q (166521.460000 sec): 3 clusters
  Score: Raw -233356.943342 + Penalty 2591.499422 = -230765.443920
  nChanged 70
		SP:Iteration 7Q (166521.600000 sec): 3 clusters
  Score: Raw -233421.052260 + Penalty 2591.499422 = -230829.552838
  nChanged 55
		SP:Iteration 8Q (166521.740000 sec): 3 clusters
  Score: Raw -233459.238116 + Penalty 2591.499422 = -230867.738694
  nChanged 36
		SP:Iteration 9Q (166521.880000 sec): 3 clusters
  Score: Raw -233479.323624 + Penalty 2591.499422 = -230887.824202
  nChanged 29
		SP:Iteration 10Q (166522.030000 sec): 3 clusters
  Score: Raw -233494.876467 + Penalty 2591.499422 = -230903.377044
  nChanged 19
		SP:Iteration 11Q (166522.170000 sec): 3 clusters
  Score: Raw -233505.742366 + Penalty 2591.499422 = -230914.242944
  nChanged 17
		SP:Iteration 12Q (166522.320000 sec): 3 clusters
  Score: Raw -233515.586938 + Penalty 2591.499422 = -230924.087515
  nChanged 11
		SP:Iteration 13Q (166522.460000 sec): 3 clusters
  Score: Raw -233519.936342 + Penalty 2591.499422 = -230928.436920
  nChanged 7
		SP:Iteration 14Q (166522.600000 sec): 3 clusters
  Score: Raw -233522.509416 + Penalty 2591.499422 = -230931.009994
  nChanged 8
		SP:Iteration 15Q (166522.750000 sec): 3 clusters
  Score: Raw -233525.847550 + Penalty 2591.499422 = -230934.348127
  nChanged 8
		SP:Iteration 16Q (166522.890000 sec): 3 clusters
  Score: Raw -233527.995205 + Penalty 2591.499422 = -230936.495783
  nChanged 3
		SP:Iteration 17Q (166523.040000 sec): 3 clusters
  Score: Raw -233528.751885 + Penalty 2591.499422 = -230937.252462
  nChanged 0
		SP:Iteration 18F (166523.170000 sec): 3 clusters
  Score: Raw -233528.751885 + Penalty 2591.499422 = -230937.252462
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (2892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166523.240000 sec): 2 clusters
  Score: Raw -245239.836521 + Penalty 1295.076832 = -243944.759689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166523.390000 sec): 3 clusters
  Score: Raw -243923.572188 + Penalty 2590.153665 = -241333.418523
  nChanged 1080
		SP:Iteration 1F (166523.550000 sec): 3 clusters
  Score: Raw -244669.878585 + Penalty 2590.153665 = -242079.724921
  nChanged 287
		SP:Iteration 2F (166523.710000 sec): 3 clusters
  Score: Raw -244927.590220 + Penalty 2590.153665 = -242337.436555
  nChanged 205
		SP:Iteration 3F (166523.870000 sec): 3 clusters
  Score: Raw -245117.963300 + Penalty 2590.153665 = -242527.809636
  nChanged 194
		SP:Iteration 4F (166524.030000 sec): 3 clusters
  Score: Raw -245338.523838 + Penalty 2590.153665 = -242748.370174
  nChanged 174
		SP:Iteration 5F (166524.190000 sec): 3 clusters
  Score: Raw -245516.105704 + Penalty 2590.153665 = -242925.952040
  nChanged 164
		SP:Iteration 6F (166524.350000 sec): 3 clusters
  Score: Raw -245664.948120 + Penalty 2590.153665 = -243074.794456
  nChanged 108
		SP:Iteration 7Q (166524.510000 sec): 3 clusters
  Score: Raw -245751.712402 + Penalty 2590.153665 = -243161.558737
  nChanged 90
		SP:Iteration 8Q (166524.670000 sec): 3 clusters
  Score: Raw -245822.497706 + Penalty 2590.153665 = -243232.344041
  nChanged 82
		SP:Iteration 9Q (166524.830000 sec): 3 clusters
  Score: Raw -245880.837355 + Penalty 2590.153665 = -243290.683690
  nChanged 59
		SP:Iteration 10Q (166525.000000 sec): 3 clusters
  Score: Raw -245925.180262 + Penalty 2590.153665 = -243335.026597
  nChanged 46
		SP:Iteration 11Q (166525.160000 sec): 3 clusters
  Score: Raw -245948.843167 + Penalty 2590.153665 = -243358.689503
  nChanged 28
		SP:Iteration 12Q (166525.320000 sec): 3 clusters
  Score: Raw -245967.302730 + Penalty 2590.153665 = -243377.149066
  nChanged 28
		SP:Iteration 13Q (166525.480000 sec): 3 clusters
  Score: Raw -245981.563757 + Penalty 2590.153665 = -243391.410093
  nChanged 13
		SP:Iteration 14Q (166525.640000 sec): 3 clusters
  Score: Raw -245989.237051 + Penalty 2590.153665 = -243399.083386
  nChanged 12
		SP:Iteration 15Q (166525.800000 sec): 3 clusters
  Score: Raw -245996.681695 + Penalty 2590.153665 = -243406.528031
  nChanged 9
		SP:Iteration 16Q (166525.950000 sec): 3 clusters
  Score: Raw -246001.008283 + Penalty 2590.153665 = -243410.854618
  nChanged 7
		SP:Iteration 17Q (166526.110000 sec): 3 clusters
  Score: Raw -246005.794625 + Penalty 2590.153665 = -243415.640960
  nChanged 12
		SP:Iteration 18Q (166526.270000 sec): 3 clusters
  Score: Raw -246012.726047 + Penalty 2590.153665 = -243422.572382
  nChanged 8
		SP:Iteration 19Q (166526.430000 sec): 3 clusters
  Score: Raw -246016.287019 + Penalty 2590.153665 = -243426.133354
  nChanged 6
		SP:Iteration 20F (166526.590000 sec): 3 clusters
  Score: Raw -246019.635713 + Penalty 2590.153665 = -243429.482049
  nChanged 9
		SP:Iteration 21Q (166526.740000 sec): 3 clusters
  Score: Raw -246024.471886 + Penalty 2590.153665 = -243434.318222
  nChanged 10
		SP:Iteration 22Q (166526.900000 sec): 3 clusters
  Score: Raw -246030.961941 + Penalty 2590.153665 = -243440.808276
  nChanged 13
		SP:Iteration 23Q (166527.060000 sec): 3 clusters
  Score: Raw -246038.217804 + Penalty 2590.153665 = -243448.064139
  nChanged 6
		SP:Iteration 24Q (166527.220000 sec): 3 clusters
  Score: Raw -246041.236036 + Penalty 2590.153665 = -243451.082371
  nChanged 3
		SP:Iteration 25Q (166527.380000 sec): 3 clusters
  Score: Raw -246042.315882 + Penalty 2590.153665 = -243452.162218
  nChanged 3
		SP:Iteration 26Q (166527.540000 sec): 3 clusters
  Score: Raw -246043.146673 + Penalty 2590.153665 = -243452.993008
  nChanged 3
		SP:Iteration 27Q (166527.700000 sec): 3 clusters
  Score: Raw -246044.268109 + Penalty 2590.153665 = -243454.114445
  nChanged 2
		SP:Iteration 28Q (166527.880000 sec): 3 clusters
  Score: Raw -246044.716913 + Penalty 2590.153665 = -243454.563249
  nChanged 2
		SP:Iteration 29Q (166528.020000 sec): 3 clusters
  Score: Raw -246045.622898 + Penalty 2590.153665 = -243455.469233
  nChanged 1
		SP:Iteration 30Q (166528.180000 sec): 3 clusters
  Score: Raw -246045.765407 + Penalty 2590.153665 = -243455.611743
  nChanged 1
		SP:Iteration 31Q (166528.340000 sec): 3 clusters
  Score: Raw -246045.959787 + Penalty 2590.153665 = -243455.806122
  nChanged 0
		SP:Iteration 32F (166528.500000 sec): 3 clusters
  Score: Raw -246045.959787 + Penalty 2590.153665 = -243455.806122
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (6231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166528.610000 sec): 2 clusters
  Score: Raw -496445.633998 + Penalty 1419.809968 = -495025.824030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166528.810000 sec): 3 clusters
  Score: Raw -493113.117231 + Penalty 2839.619937 = -490273.497295
  nChanged 2563
		SP:Iteration 1F (166528.980000 sec): 3 clusters
  Score: Raw -494816.612649 + Penalty 2839.619937 = -491976.992713
  nChanged 602
		SP:Iteration 2F (166529.240000 sec): 3 clusters
  Score: Raw -495352.256344 + Penalty 2839.619937 = -492512.636408
  nChanged 539
		SP:Iteration 3F (166529.380000 sec): 3 clusters
  Score: Raw -495819.258796 + Penalty 2839.619937 = -492979.638859
  nChanged 415
		SP:Iteration 4F (166529.540000 sec): 3 clusters
  Score: Raw -496150.713427 + Penalty 2839.619937 = -493311.093490
  nChanged 318
		SP:Iteration 5F (166529.750000 sec): 3 clusters
  Score: Raw -496335.537917 + Penalty 2839.619937 = -493495.917980
  nChanged 212
		SP:Iteration 6Q (166529.910000 sec): 3 clusters
  Score: Raw -496437.150990 + Penalty 2839.619937 = -493597.531053
  nChanged 165
		SP:Iteration 7Q (166530.120000 sec): 3 clusters
  Score: Raw -496509.701745 + Penalty 2839.619937 = -493670.081809
  nChanged 139
		SP:Iteration 8Q (166530.230000 sec): 3 clusters
  Score: Raw -496579.668846 + Penalty 2839.619937 = -493740.048910
  nChanged 118
		SP:Iteration 9Q (166530.490000 sec): 3 clusters
  Score: Raw -496635.011724 + Penalty 2839.619937 = -493795.391787
  nChanged 122
		SP:Iteration 10Q (166530.670000 sec): 3 clusters
  Score: Raw -496692.216376 + Penalty 2839.619937 = -493852.596439
  nChanged 118
		SP:Iteration 11Q (166530.830000 sec): 3 clusters
  Score: Raw -496739.991272 + Penalty 2839.619937 = -493900.371335
  nChanged 95
		SP:Iteration 12Q (166531.050000 sec): 3 clusters
  Score: Raw -496773.631291 + Penalty 2839.619937 = -493934.011354
  nChanged 78
		SP:Iteration 13Q (166531.230000 sec): 3 clusters
  Score: Raw -496800.788473 + Penalty 2839.619937 = -493961.168536
  nChanged 74
		SP:Iteration 14Q (166531.410000 sec): 3 clusters
  Score: Raw -496823.835060 + Penalty 2839.619937 = -493984.215124
  nChanged 67
		SP:Iteration 15Q (166531.570000 sec): 3 clusters
  Score: Raw -496844.925379 + Penalty 2839.619937 = -494005.305443
  nChanged 69
		SP:Iteration 16Q (166531.720000 sec): 3 clusters
  Score: Raw -496867.127846 + Penalty 2839.619937 = -494027.507909
  nChanged 61
		SP:Iteration 17Q (166531.870000 sec): 3 clusters
  Score: Raw -496887.663049 + Penalty 2839.619937 = -494048.043113
  nChanged 59
		SP:Iteration 18Q (166532.060000 sec): 3 clusters
  Score: Raw -496905.939022 + Penalty 2839.619937 = -494066.319085
  nChanged 56
		SP:Iteration 19Q (166532.200000 sec): 3 clusters
  Score: Raw -496921.655093 + Penalty 2839.619937 = -494082.035156
  nChanged 49
		SP:Iteration 20F (166532.340000 sec): 3 clusters
  Score: Raw -496941.356201 + Penalty 2839.619937 = -494101.736264
  nChanged 56
		SP:Iteration 21Q (166532.520000 sec): 3 clusters
  Score: Raw -496959.179328 + Penalty 2839.619937 = -494119.559391
  nChanged 43
		SP:Iteration 22Q (166532.680000 sec): 3 clusters
  Score: Raw -496974.931897 + Penalty 2839.619937 = -494135.311960
  nChanged 47
		SP:Iteration 23Q (166532.880000 sec): 3 clusters
  Score: Raw -496990.188590 + Penalty 2839.619937 = -494150.568653
  nChanged 57
		SP:Iteration 24Q (166533.070000 sec): 3 clusters
  Score: Raw -497008.726819 + Penalty 2839.619937 = -494169.106882
  nChanged 54
		SP:Iteration 25Q (166533.280000 sec): 3 clusters
  Score: Raw -497028.743392 + Penalty 2839.619937 = -494189.123455
  nChanged 55
		SP:Iteration 26Q (166533.460000 sec): 3 clusters
  Score: Raw -497045.287592 + Penalty 2839.619937 = -494205.667656
  nChanged 41
		SP:Iteration 27Q (166533.580000 sec): 3 clusters
  Score: Raw -497056.648553 + Penalty 2839.619937 = -494217.028616
  nChanged 33
		SP:Iteration 28Q (166533.840000 sec): 3 clusters
  Score: Raw -497065.867933 + Penalty 2839.619937 = -494226.247997
  nChanged 30
		SP:Iteration 29Q (166533.990000 sec): 3 clusters
  Score: Raw -497074.759154 + Penalty 2839.619937 = -494235.139218
  nChanged 25
		SP:Iteration 30Q (166534.130000 sec): 3 clusters
  Score: Raw -497083.272795 + Penalty 2839.619937 = -494243.652859
  nChanged 26
		SP:Iteration 31Q (166534.270000 sec): 3 clusters
  Score: Raw -497090.547756 + Penalty 2839.619937 = -494250.927820
  nChanged 25
		SP:Iteration 32Q (166534.430000 sec): 3 clusters
  Score: Raw -497099.053073 + Penalty 2839.619937 = -494259.433136
  nChanged 35
		SP:Iteration 33Q (166534.640000 sec): 3 clusters
  Score: Raw -497113.851815 + Penalty 2839.619937 = -494274.231878
  nChanged 27
		SP:Iteration 34Q (166534.780000 sec): 3 clusters
  Score: Raw -497124.850292 + Penalty 2839.619937 = -494285.230355
  nChanged 26
		SP:Iteration 35Q (166534.940000 sec): 3 clusters
  Score: Raw -497133.623553 + Penalty 2839.619937 = -494294.003616
  nChanged 33
		SP:Iteration 36Q (166535.090000 sec): 3 clusters
  Score: Raw -497146.010143 + Penalty 2839.619937 = -494306.390207
  nChanged 34
		SP:Iteration 37Q (166535.240000 sec): 3 clusters
  Score: Raw -497159.275457 + Penalty 2839.619937 = -494319.655521
  nChanged 27
		SP:Iteration 38Q (166535.390000 sec): 3 clusters
  Score: Raw -497170.337751 + Penalty 2839.619937 = -494330.717815
  nChanged 28
		SP:Iteration 39Q (166535.540000 sec): 3 clusters
  Score: Raw -497181.225838 + Penalty 2839.619937 = -494341.605901
  nChanged 31
		SP:Iteration 40F (166535.690000 sec): 3 clusters
  Score: Raw -497191.591360 + Penalty 2839.619937 = -494351.971423
  nChanged 18
		SP:Iteration 41Q (166535.880000 sec): 3 clusters
  Score: Raw -497197.700248 + Penalty 2839.619937 = -494358.080312
  nChanged 15
		SP:Iteration 42Q (166536.040000 sec): 3 clusters
  Score: Raw -497202.624808 + Penalty 2839.619937 = -494363.004872
  nChanged 15
		SP:Iteration 43Q (166536.180000 sec): 3 clusters
  Score: Raw -497207.140868 + Penalty 2839.619937 = -494367.520931
  nChanged 17
		SP:Iteration 44Q (166536.330000 sec): 3 clusters
  Score: Raw -497212.814916 + Penalty 2839.619937 = -494373.194979
  nChanged 19
		SP:Iteration 45Q (166536.480000 sec): 3 clusters
  Score: Raw -497219.248478 + Penalty 2839.619937 = -494379.628542
  nChanged 24
		SP:Iteration 46Q (166536.620000 sec): 3 clusters
  Score: Raw -497228.728925 + Penalty 2839.619937 = -494389.108989
  nChanged 28
		SP:Iteration 47Q (166536.760000 sec): 3 clusters
  Score: Raw -497237.359725 + Penalty 2839.619937 = -494397.739788
  nChanged 21
		SP:Iteration 48Q (166536.910000 sec): 3 clusters
  Score: Raw -497244.466312 + Penalty 2839.619937 = -494404.846376
  nChanged 22
		SP:Iteration 49Q (166537.070000 sec): 3 clusters
  Score: Raw -497252.319031 + Penalty 2839.619937 = -494412.699095
  nChanged 26
		SP:Iteration 50Q (166537.210000 sec): 3 clusters
  Score: Raw -497257.847492 + Penalty 2839.619937 = -494418.227555
  nChanged 13
		SP:Iteration 51Q (166537.350000 sec): 3 clusters
  Score: Raw -497262.207833 + Penalty 2839.619937 = -494422.587896
  nChanged 19
		SP:Iteration 52Q (166537.540000 sec): 3 clusters
  Score: Raw -497270.460006 + Penalty 2839.619937 = -494430.840069
  nChanged 20
		SP:Iteration 53Q (166537.700000 sec): 3 clusters
  Score: Raw -497278.213221 + Penalty 2839.619937 = -494438.593285
  nChanged 18
		SP:Iteration 54Q (166537.920000 sec): 3 clusters
  Score: Raw -497283.277584 + Penalty 2839.619937 = -494443.657647
  nChanged 15
		SP:Iteration 55Q (166538.080000 sec): 3 clusters
  Score: Raw -497288.863700 + Penalty 2839.619937 = -494449.243764
  nChanged 19
		SP:Iteration 56Q (166538.250000 sec): 3 clusters
  Score: Raw -497293.701976 + Penalty 2839.619937 = -494454.082040
  nChanged 9
		SP:Iteration 57Q (166538.480000 sec): 3 clusters
  Score: Raw -497295.706986 + Penalty 2839.619937 = -494456.087050
  nChanged 7
		SP:Iteration 58Q (166538.700000 sec): 3 clusters
  Score: Raw -497298.324691 + Penalty 2839.619937 = -494458.704755
  nChanged 5
		SP:Iteration 59Q (166538.910000 sec): 3 clusters
  Score: Raw -497300.021950 + Penalty 2839.619937 = -494460.402014
  nChanged 7
		SP:Iteration 60F (166539.140000 sec): 3 clusters
  Score: Raw -497302.623721 + Penalty 2839.619937 = -494463.003785
  nChanged 7
		SP:Iteration 61Q (166539.280000 sec): 3 clusters
  Score: Raw -497304.641932 + Penalty 2839.619937 = -494465.021995
  nChanged 4
		SP:Iteration 62Q (166539.450000 sec): 3 clusters
  Score: Raw -497306.246712 + Penalty 2839.619937 = -494466.626776
  nChanged 7
		SP:Iteration 63Q (166539.590000 sec): 3 clusters
  Score: Raw -497308.790657 + Penalty 2839.619937 = -494469.170721
  nChanged 5
		SP:Iteration 64Q (166539.730000 sec): 3 clusters
  Score: Raw -497310.795140 + Penalty 2839.619937 = -494471.175203
  nChanged 8
		SP:Iteration 65Q (166539.890000 sec): 3 clusters
  Score: Raw -497314.051575 + Penalty 2839.619937 = -494474.431638
  nChanged 7
		SP:Iteration 66Q (166540.060000 sec): 3 clusters
  Score: Raw -497315.814759 + Penalty 2839.619937 = -494476.194822
  nChanged 2
		SP:Iteration 67Q (166540.200000 sec): 3 clusters
  Score: Raw -497316.214485 + Penalty 2839.619937 = -494476.594548
  nChanged 3
		SP:Iteration 68Q (166540.330000 sec): 3 clusters
  Score: Raw -497317.328188 + Penalty 2839.619937 = -494477.708251
  nChanged 3
		SP:Iteration 69Q (166540.470000 sec): 3 clusters
  Score: Raw -497317.992687 + Penalty 2839.619937 = -494478.372750
  nChanged 1
		SP:Iteration 70Q (166540.610000 sec): 3 clusters
  Score: Raw -497318.657753 + Penalty 2839.619937 = -494479.037817
  nChanged 2
		SP:Iteration 71Q (166540.750000 sec): 3 clusters
  Score: Raw -497319.280163 + Penalty 2839.619937 = -494479.660227
  nChanged 0
		SP:Iteration 72F (166540.880000 sec): 3 clusters
  Score: Raw -497319.280163 + Penalty 2839.619937 = -494479.660227
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (26189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166541.100000 sec): 2 clusters
  Score: Raw -2474535.898441 + Penalty 1653.127898 = -2472882.770544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166541.430000 sec): 3 clusters
  Score: Raw -2458656.469786 + Penalty 3306.255795 = -2455350.213991
  nChanged 11889
		SP:Iteration 1F (166541.700000 sec): 3 clusters
  Score: Raw -2465227.046369 + Penalty 3306.255795 = -2461920.790574
  nChanged 1297
		SP:Iteration 2Q (166542.110000 sec): 3 clusters
  Score: Raw -2465670.921485 + Penalty 3306.255795 = -2462364.665690
  nChanged 1153
		SP:Iteration 3Q (166542.510000 sec): 3 clusters
  Score: Raw -2466069.017781 + Penalty 3306.255795 = -2462762.761985
  nChanged 1087
		SP:Iteration 4Q (166542.890000 sec): 3 clusters
  Score: Raw -2466453.628011 + Penalty 3306.255795 = -2463147.372216
  nChanged 1037
		SP:Iteration 5Q (166543.250000 sec): 3 clusters
  Score: Raw -2466826.226110 + Penalty 3306.255795 = -2463519.970315
  nChanged 1044
		SP:Iteration 6Q (166543.670000 sec): 3 clusters
  Score: Raw -2467265.202781 + Penalty 3306.255795 = -2463958.946986
  nChanged 1058
		SP:Iteration 7Q (166544.050000 sec): 3 clusters
  Score: Raw -2467765.406551 + Penalty 3306.255795 = -2464459.150756
  nChanged 1056
		SP:Iteration 8Q (166544.440000 sec): 3 clusters
  Score: Raw -2468296.701843 + Penalty 3306.255795 = -2464990.446048
  nChanged 1115
		SP:Iteration 9Q (166544.810000 sec): 3 clusters
  Score: Raw -2468913.298240 + Penalty 3306.255795 = -2465607.042445
  nChanged 1244
		SP:Iteration 10Q (166545.210000 sec): 3 clusters
  Score: Raw -2469632.292807 + Penalty 3306.255795 = -2466326.037012
  nChanged 1217
		SP:Iteration 11Q (166545.580000 sec): 3 clusters
  Score: Raw -2470399.061538 + Penalty 3306.255795 = -2467092.805743
  nChanged 1243
		SP:Iteration 12Q (166545.920000 sec): 3 clusters
  Score: Raw -2471227.040263 + Penalty 3306.255795 = -2467920.784468
  nChanged 1194
		SP:Iteration 13Q (166546.290000 sec): 3 clusters
  Score: Raw -2472062.587646 + Penalty 3306.255795 = -2468756.331850
  nChanged 1040
		SP:Iteration 14Q (166546.650000 sec): 3 clusters
  Score: Raw -2472820.169195 + Penalty 3306.255795 = -2469513.913400
  nChanged 813
		SP:Iteration 15Q (166547.010000 sec): 3 clusters
  Score: Raw -2473411.592694 + Penalty 3306.255795 = -2470105.336899
  nChanged 622
		SP:Iteration 16Q (166547.350000 sec): 3 clusters
  Score: Raw -2473870.600968 + Penalty 3306.255795 = -2470564.345172
  nChanged 416
		SP:Iteration 17Q (166547.670000 sec): 3 clusters
  Score: Raw -2474184.090808 + Penalty 3306.255795 = -2470877.835013
  nChanged 269
		SP:Iteration 18Q (166547.980000 sec): 3 clusters
  Score: Raw -2474363.889593 + Penalty 3306.255795 = -2471057.633798
  nChanged 164
		SP:Iteration 19Q (166548.310000 sec): 3 clusters
  Score: Raw -2474471.497065 + Penalty 3306.255795 = -2471165.241269
  nChanged 120
		SP:Iteration 20F (166548.720000 sec): 3 clusters
  Score: Raw -2474565.021654 + Penalty 3306.255795 = -2471258.765859
  nChanged 79
		SP:Iteration 21Q (166549.000000 sec): 3 clusters
  Score: Raw -2474624.979397 + Penalty 3306.255795 = -2471318.723602
  nChanged 52
		SP:Iteration 22Q (166549.330000 sec): 3 clusters
  Score: Raw -2474671.702262 + Penalty 3306.255795 = -2471365.446467
  nChanged 45
		SP:Iteration 23Q (166549.680000 sec): 3 clusters
  Score: Raw -2474702.160078 + Penalty 3306.255795 = -2471395.904283
  nChanged 34
		SP:Iteration 24Q (166550.020000 sec): 3 clusters
  Score: Raw -2474729.362304 + Penalty 3306.255795 = -2471423.106509
  nChanged 29
		SP:Iteration 25Q (166550.380000 sec): 3 clusters
  Score: Raw -2474751.490092 + Penalty 3306.255795 = -2471445.234297
  nChanged 19
		SP:Iteration 26Q (166550.710000 sec): 3 clusters
  Score: Raw -2474764.124069 + Penalty 3306.255795 = -2471457.868274
  nChanged 10
		SP:Iteration 27Q (166551.040000 sec): 3 clusters
  Score: Raw -2474773.012822 + Penalty 3306.255795 = -2471466.757026
  nChanged 6
		SP:Iteration 28Q (166551.370000 sec): 3 clusters
  Score: Raw -2474775.835859 + Penalty 3306.255795 = -2471469.580064
  nChanged 3
		SP:Iteration 29Q (166551.720000 sec): 3 clusters
  Score: Raw -2474777.629395 + Penalty 3306.255795 = -2471471.373600
  nChanged 4
		SP:Iteration 30Q (166552.000000 sec): 3 clusters
  Score: Raw -2474780.514281 + Penalty 3306.255795 = -2471474.258486
  nChanged 4
		SP:Iteration 31Q (166552.380000 sec): 3 clusters
  Score: Raw -2474783.229750 + Penalty 3306.255795 = -2471476.973955
  nChanged 4
		SP:Iteration 32Q (166552.780000 sec): 3 clusters
  Score: Raw -2474785.911814 + Penalty 3306.255795 = -2471479.656019
  nChanged 1
		SP:Iteration 33Q (166553.090000 sec): 3 clusters
  Score: Raw -2474786.068951 + Penalty 3306.255795 = -2471479.813156
  nChanged 1
		SP:Iteration 34Q (166553.380000 sec): 3 clusters
  Score: Raw -2474786.521886 + Penalty 3306.255795 = -2471480.266091
  nChanged 0
		SP:Iteration 35F (166553.760000 sec): 3 clusters
  Score: Raw -2474786.521886 + Penalty 3306.255795 = -2471480.266091
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (3401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166553.840000 sec): 2 clusters
  Score: Raw -296655.725279 + Penalty 1321.421528 = -295334.303751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166554.000000 sec): 3 clusters
  Score: Raw -294993.338324 + Penalty 2642.843055 = -292350.495269
  nChanged 1342
		SP:Iteration 1F (166554.160000 sec): 3 clusters
  Score: Raw -295783.375967 + Penalty 2642.843055 = -293140.532912
  nChanged 266
		SP:Iteration 2F (166554.320000 sec): 3 clusters
  Score: Raw -295967.872404 + Penalty 2642.843055 = -293325.029348
  nChanged 182
		SP:Iteration 3F (166554.510000 sec): 3 clusters
  Score: Raw -296082.863116 + Penalty 2642.843055 = -293440.020061
  nChanged 155
		SP:Iteration 4Q (166554.650000 sec): 3 clusters
  Score: Raw -296202.779291 + Penalty 2642.843055 = -293559.936235
  nChanged 132
		SP:Iteration 5Q (166554.790000 sec): 3 clusters
  Score: Raw -296313.042153 + Penalty 2642.843055 = -293670.199098
  nChanged 144
		SP:Iteration 6Q (166554.930000 sec): 3 clusters
  Score: Raw -296431.768861 + Penalty 2642.843055 = -293788.925806
  nChanged 144
		SP:Iteration 7Q (166555.070000 sec): 3 clusters
  Score: Raw -296560.783651 + Penalty 2642.843055 = -293917.940596
  nChanged 139
		SP:Iteration 8Q (166555.230000 sec): 3 clusters
  Score: Raw -296663.382405 + Penalty 2642.843055 = -294020.539350
  nChanged 115
		SP:Iteration 9Q (166555.400000 sec): 3 clusters
  Score: Raw -296748.444387 + Penalty 2642.843055 = -294105.601332
  nChanged 94
		SP:Iteration 10Q (166555.550000 sec): 3 clusters
  Score: Raw -296806.323544 + Penalty 2642.843055 = -294163.480488
  nChanged 86
		SP:Iteration 11Q (166555.720000 sec): 3 clusters
  Score: Raw -296853.552846 + Penalty 2642.843055 = -294210.709791
  nChanged 58
		SP:Iteration 12Q (166555.920000 sec): 3 clusters
  Score: Raw -296880.098019 + Penalty 2642.843055 = -294237.254964
  nChanged 38
		SP:Iteration 13Q (166556.070000 sec): 3 clusters
  Score: Raw -296895.256313 + Penalty 2642.843055 = -294252.413258
  nChanged 30
		SP:Iteration 14Q (166556.230000 sec): 3 clusters
  Score: Raw -296906.884207 + Penalty 2642.843055 = -294264.041152
  nChanged 28
		SP:Iteration 15Q (166556.380000 sec): 3 clusters
  Score: Raw -296917.960978 + Penalty 2642.843055 = -294275.117923
  nChanged 22
		SP:Iteration 16Q (166556.530000 sec): 3 clusters
  Score: Raw -296927.004167 + Penalty 2642.843055 = -294284.161111
  nChanged 20
		SP:Iteration 17Q (166556.690000 sec): 3 clusters
  Score: Raw -296934.432188 + Penalty 2642.843055 = -294291.589133
  nChanged 15
		SP:Iteration 18Q (166556.840000 sec): 3 clusters
  Score: Raw -296938.721979 + Penalty 2642.843055 = -294295.878924
  nChanged 9
		SP:Iteration 19Q (166557.000000 sec): 3 clusters
  Score: Raw -296941.768007 + Penalty 2642.843055 = -294298.924952
  nChanged 7
		SP:Iteration 20F (166557.150000 sec): 3 clusters
  Score: Raw -296943.082484 + Penalty 2642.843055 = -294300.239429
  nChanged 7
		SP:Iteration 21Q (166557.310000 sec): 3 clusters
  Score: Raw -296944.905733 + Penalty 2642.843055 = -294302.062678
  nChanged 5
		SP:Iteration 22Q (166557.460000 sec): 3 clusters
  Score: Raw -296945.995733 + Penalty 2642.843055 = -294303.152678
  nChanged 4
		SP:Iteration 23Q (166557.620000 sec): 3 clusters
  Score: Raw -296947.078451 + Penalty 2642.843055 = -294304.235396
  nChanged 1
		SP:Iteration 24Q (166557.780000 sec): 3 clusters
  Score: Raw -296947.302632 + Penalty 2642.843055 = -294304.459577
  nChanged 1
		SP:Iteration 25Q (166557.930000 sec): 3 clusters
  Score: Raw -296947.740839 + Penalty 2642.843055 = -294304.897784
  nChanged 1
		SP:Iteration 26Q (166558.100000 sec): 3 clusters
  Score: Raw -296948.137284 + Penalty 2642.843055 = -294305.294229
  nChanged 3
		SP:Iteration 27Q (166558.260000 sec): 3 clusters
  Score: Raw -296948.739334 + Penalty 2642.843055 = -294305.896279
  nChanged 1
		SP:Iteration 28Q (166558.430000 sec): 3 clusters
  Score: Raw -296948.802587 + Penalty 2642.843055 = -294305.959532
  nChanged 0
		SP:Iteration 29F (166558.600000 sec): 3 clusters
  Score: Raw -296948.802587 + Penalty 2642.843055 = -294305.959532
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (4299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166558.720000 sec): 2 clusters
  Score: Raw -369182.178963 + Penalty 1359.497379 = -367822.681584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166558.940000 sec): 3 clusters
  Score: Raw -367038.919948 + Penalty 2718.994758 = -364319.925190
  nChanged 1674
		SP:Iteration 1F (166559.070000 sec): 3 clusters
  Score: Raw -368073.520744 + Penalty 2718.994758 = -365354.525987
  nChanged 364
		SP:Iteration 2F (166559.280000 sec): 3 clusters
  Score: Raw -368332.429310 + Penalty 2718.994758 = -365613.434552
  nChanged 277
		SP:Iteration 3F (166559.460000 sec): 3 clusters
  Score: Raw -368516.618834 + Penalty 2718.994758 = -365797.624076
  nChanged 227
		SP:Iteration 4F (166559.650000 sec): 3 clusters
  Score: Raw -368673.135521 + Penalty 2718.994758 = -365954.140763
  nChanged 201
		SP:Iteration 5Q (166559.790000 sec): 3 clusters
  Score: Raw -368805.316943 + Penalty 2718.994758 = -366086.322185
  nChanged 163
		SP:Iteration 6Q (166560.010000 sec): 3 clusters
  Score: Raw -368909.220963 + Penalty 2718.994758 = -366190.226205
  nChanged 147
		SP:Iteration 7Q (166560.150000 sec): 3 clusters
  Score: Raw -368987.303033 + Penalty 2718.994758 = -366268.308275
  nChanged 111
		SP:Iteration 8Q (166560.330000 sec): 3 clusters
  Score: Raw -369057.959791 + Penalty 2718.994758 = -366338.965033
  nChanged 112
		SP:Iteration 9Q (166560.500000 sec): 3 clusters
  Score: Raw -369118.628962 + Penalty 2718.994758 = -366399.634204
  nChanged 89
		SP:Iteration 10Q (166560.670000 sec): 3 clusters
  Score: Raw -369170.907476 + Penalty 2718.994758 = -366451.912718
  nChanged 82
		SP:Iteration 11Q (166560.820000 sec): 3 clusters
  Score: Raw -369218.620322 + Penalty 2718.994758 = -366499.625565
  nChanged 82
		SP:Iteration 12Q (166560.980000 sec): 3 clusters
  Score: Raw -369279.802918 + Penalty 2718.994758 = -366560.808160
  nChanged 88
		SP:Iteration 13Q (166561.140000 sec): 3 clusters
  Score: Raw -369329.180679 + Penalty 2718.994758 = -366610.185921
  nChanged 81
		SP:Iteration 14Q (166561.290000 sec): 3 clusters
  Score: Raw -369378.563349 + Penalty 2718.994758 = -366659.568591
  nChanged 92
		SP:Iteration 15Q (166561.450000 sec): 3 clusters
  Score: Raw -369427.106426 + Penalty 2718.994758 = -366708.111668
  nChanged 82
		SP:Iteration 16Q (166561.600000 sec): 3 clusters
  Score: Raw -369469.414714 + Penalty 2718.994758 = -366750.419956
  nChanged 62
		SP:Iteration 17Q (166561.750000 sec): 3 clusters
  Score: Raw -369501.494204 + Penalty 2718.994758 = -366782.499446
  nChanged 63
		SP:Iteration 18Q (166561.910000 sec): 3 clusters
  Score: Raw -369533.130326 + Penalty 2718.994758 = -366814.135568
  nChanged 46
		SP:Iteration 19Q (166562.070000 sec): 3 clusters
  Score: Raw -369557.810918 + Penalty 2718.994758 = -366838.816160
  nChanged 64
		SP:Iteration 20F (166562.220000 sec): 3 clusters
  Score: Raw -369595.186286 + Penalty 2718.994758 = -366876.191529
  nChanged 64
		SP:Iteration 21Q (166562.380000 sec): 3 clusters
  Score: Raw -369634.976537 + Penalty 2718.994758 = -366915.981779
  nChanged 66
		SP:Iteration 22Q (166562.540000 sec): 3 clusters
  Score: Raw -369683.945411 + Penalty 2718.994758 = -366964.950653
  nChanged 74
		SP:Iteration 23Q (166562.700000 sec): 3 clusters
  Score: Raw -369736.990464 + Penalty 2718.994758 = -367017.995707
  nChanged 70
		SP:Iteration 24Q (166562.860000 sec): 3 clusters
  Score: Raw -369776.270963 + Penalty 2718.994758 = -367057.276205
  nChanged 45
		SP:Iteration 25Q (166563.020000 sec): 3 clusters
  Score: Raw -369799.418380 + Penalty 2718.994758 = -367080.423622
  nChanged 41
		SP:Iteration 26Q (166563.210000 sec): 3 clusters
  Score: Raw -369820.033480 + Penalty 2718.994758 = -367101.038722
  nChanged 38
		SP:Iteration 27Q (166563.380000 sec): 3 clusters
  Score: Raw -369835.704566 + Penalty 2718.994758 = -367116.709808
  nChanged 22
		SP:Iteration 28Q (166563.500000 sec): 3 clusters
  Score: Raw -369844.385272 + Penalty 2718.994758 = -367125.390515
  nChanged 21
		SP:Iteration 29Q (166563.660000 sec): 3 clusters
  Score: Raw -369854.229516 + Penalty 2718.994758 = -367135.234758
  nChanged 26
		SP:Iteration 30Q (166563.820000 sec): 3 clusters
  Score: Raw -369862.622431 + Penalty 2718.994758 = -367143.627673
  nChanged 17
		SP:Iteration 31Q (166563.980000 sec): 3 clusters
  Score: Raw -369867.075193 + Penalty 2718.994758 = -367148.080435
  nChanged 10
		SP:Iteration 32Q (166564.140000 sec): 3 clusters
  Score: Raw -369869.776460 + Penalty 2718.994758 = -367150.781702
  nChanged 8
		SP:Iteration 33Q (166564.300000 sec): 3 clusters
  Score: Raw -369871.789737 + Penalty 2718.994758 = -367152.794979
  nChanged 7
		SP:Iteration 34Q (166564.460000 sec): 3 clusters
  Score: Raw -369873.361158 + Penalty 2718.994758 = -367154.366400
  nChanged 4
		SP:Iteration 35Q (166564.620000 sec): 3 clusters
  Score: Raw -369874.323067 + Penalty 2718.994758 = -367155.328309
  nChanged 3
		SP:Iteration 36Q (166564.770000 sec): 3 clusters
  Score: Raw -369874.742926 + Penalty 2718.994758 = -367155.748168
  nChanged 1
		SP:Iteration 37Q (166564.920000 sec): 3 clusters
  Score: Raw -369874.887699 + Penalty 2718.994758 = -367155.892941
  nChanged 1
		SP:Iteration 38Q (166565.070000 sec): 3 clusters
  Score: Raw -369875.130091 + Penalty 2718.994758 = -367156.135333
  nChanged 0
		SP:Iteration 39F (166565.260000 sec): 3 clusters
  Score: Raw -369875.130091 + Penalty 2718.994758 = -367156.135333
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (2524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166565.370000 sec): 2 clusters
  Score: Raw -206015.228258 + Penalty 1272.960036 = -204742.268222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166565.530000 sec): 3 clusters
  Score: Raw -204879.582700 + Penalty 2545.920073 = -202333.662627
  nChanged 900
		SP:Iteration 1F (166565.690000 sec): 3 clusters
  Score: Raw -205418.319197 + Penalty 2545.920073 = -202872.399125
  nChanged 199
		SP:Iteration 2F (166565.850000 sec): 3 clusters
  Score: Raw -205573.492141 + Penalty 2545.920073 = -203027.572068
  nChanged 150
		SP:Iteration 3F (166566.010000 sec): 3 clusters
  Score: Raw -205682.352000 + Penalty 2545.920073 = -203136.431927
  nChanged 108
		SP:Iteration 4Q (166566.170000 sec): 3 clusters
  Score: Raw -205750.660278 + Penalty 2545.920073 = -203204.740206
  nChanged 85
		SP:Iteration 5Q (166566.330000 sec): 3 clusters
  Score: Raw -205809.430219 + Penalty 2545.920073 = -203263.510147
  nChanged 82
		SP:Iteration 6Q (166566.490000 sec): 3 clusters
  Score: Raw -205867.543190 + Penalty 2545.920073 = -203321.623117
  nChanged 68
		SP:Iteration 7Q (166566.650000 sec): 3 clusters
  Score: Raw -205906.063452 + Penalty 2545.920073 = -203360.143379
  nChanged 43
		SP:Iteration 8Q (166566.810000 sec): 3 clusters
  Score: Raw -205930.932480 + Penalty 2545.920073 = -203385.012408
  nChanged 32
		SP:Iteration 9Q (166566.980000 sec): 3 clusters
  Score: Raw -205948.417944 + Penalty 2545.920073 = -203402.497872
  nChanged 43
		SP:Iteration 10Q (166567.140000 sec): 3 clusters
  Score: Raw -205971.341812 + Penalty 2545.920073 = -203425.421739
  nChanged 36
		SP:Iteration 11Q (166567.300000 sec): 3 clusters
  Score: Raw -205987.580412 + Penalty 2545.920073 = -203441.660339
  nChanged 29
		SP:Iteration 12Q (166567.450000 sec): 3 clusters
  Score: Raw -206001.030455 + Penalty 2545.920073 = -203455.110382
  nChanged 25
		SP:Iteration 13Q (166567.610000 sec): 3 clusters
  Score: Raw -206012.509172 + Penalty 2545.920073 = -203466.589099
  nChanged 20
		SP:Iteration 14Q (166567.760000 sec): 3 clusters
  Score: Raw -206021.289117 + Penalty 2545.920073 = -203475.369045
  nChanged 20
		SP:Iteration 15Q (166567.920000 sec): 3 clusters
  Score: Raw -206027.964703 + Penalty 2545.920073 = -203482.044630
  nChanged 14
		SP:Iteration 16Q (166568.090000 sec): 3 clusters
  Score: Raw -206034.752656 + Penalty 2545.920073 = -203488.832583
  nChanged 13
		SP:Iteration 17Q (166568.240000 sec): 3 clusters
  Score: Raw -206041.074850 + Penalty 2545.920073 = -203495.154777
  nChanged 9
		SP:Iteration 18Q (166568.410000 sec): 3 clusters
  Score: Raw -206045.957884 + Penalty 2545.920073 = -203500.037812
  nChanged 6
		SP:Iteration 19Q (166568.570000 sec): 3 clusters
  Score: Raw -206047.839736 + Penalty 2545.920073 = -203501.919663
  nChanged 6
		SP:Iteration 20F (166568.720000 sec): 3 clusters
  Score: Raw -206050.237395 + Penalty 2545.920073 = -203504.317323
  nChanged 8
		SP:Iteration 21Q (166568.880000 sec): 3 clusters
  Score: Raw -206053.506197 + Penalty 2545.920073 = -203507.586124
  nChanged 7
		SP:Iteration 22Q (166569.040000 sec): 3 clusters
  Score: Raw -206055.728987 + Penalty 2545.920073 = -203509.808914
  nChanged 8
		SP:Iteration 23Q (166569.200000 sec): 3 clusters
  Score: Raw -206059.476655 + Penalty 2545.920073 = -203513.556582
  nChanged 6
		SP:Iteration 24Q (166569.360000 sec): 3 clusters
  Score: Raw -206062.292180 + Penalty 2545.920073 = -203516.372108
  nChanged 4
		SP:Iteration 25Q (166569.520000 sec): 3 clusters
  Score: Raw -206064.397919 + Penalty 2545.920073 = -203518.477847
  nChanged 5
		SP:Iteration 26Q (166569.680000 sec): 3 clusters
  Score: Raw -206066.372815 + Penalty 2545.920073 = -203520.452742
  nChanged 7
		SP:Iteration 27Q (166569.840000 sec): 3 clusters
  Score: Raw -206069.387238 + Penalty 2545.920073 = -203523.467166
  nChanged 4
		SP:Iteration 28Q (166570.000000 sec): 3 clusters
  Score: Raw -206070.590106 + Penalty 2545.920073 = -203524.670033
  nChanged 0
		SP:Iteration 29F (166570.160000 sec): 3 clusters
  Score: Raw -206070.590106 + Penalty 2545.920073 = -203524.670033
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (3023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166570.220000 sec): 2 clusters
  Score: Raw -239762.220477 + Penalty 1302.275812 = -238459.944665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166570.380000 sec): 3 clusters
  Score: Raw -238323.513706 + Penalty 2604.551623 = -235718.962083
  nChanged 1122
		SP:Iteration 1F (166570.530000 sec): 3 clusters
  Score: Raw -239018.501602 + Penalty 2604.551623 = -236413.949978
  nChanged 270
		SP:Iteration 2F (166570.680000 sec): 3 clusters
  Score: Raw -239220.973742 + Penalty 2604.551623 = -236616.422119
  nChanged 171
		SP:Iteration 3F (166570.840000 sec): 3 clusters
  Score: Raw -239361.679959 + Penalty 2604.551623 = -236757.128336
  nChanged 149
		SP:Iteration 4Q (166570.990000 sec): 3 clusters
  Score: Raw -239478.578925 + Penalty 2604.551623 = -236874.027301
  nChanged 154
		SP:Iteration 5F (166571.160000 sec): 3 clusters
  Score: Raw -239604.187010 + Penalty 2604.551623 = -236999.635387
  nChanged 121
		SP:Iteration 6Q (166571.330000 sec): 3 clusters
  Score: Raw -239705.208175 + Penalty 2604.551623 = -237100.656551
  nChanged 113
		SP:Iteration 7Q (166571.470000 sec): 3 clusters
  Score: Raw -239799.267702 + Penalty 2604.551623 = -237194.716079
  nChanged 106
		SP:Iteration 8Q (166571.610000 sec): 3 clusters
  Score: Raw -239881.380321 + Penalty 2604.551623 = -237276.828698
  nChanged 95
		SP:Iteration 9Q (166571.760000 sec): 3 clusters
  Score: Raw -239955.448841 + Penalty 2604.551623 = -237350.897217
  nChanged 62
		SP:Iteration 10Q (166571.900000 sec): 3 clusters
  Score: Raw -239990.097884 + Penalty 2604.551623 = -237385.546261
  nChanged 42
		SP:Iteration 11Q (166572.050000 sec): 3 clusters
  Score: Raw -240015.645813 + Penalty 2604.551623 = -237411.094190
  nChanged 43
		SP:Iteration 12Q (166572.190000 sec): 3 clusters
  Score: Raw -240038.340577 + Penalty 2604.551623 = -237433.788954
  nChanged 24
		SP:Iteration 13Q (166572.330000 sec): 3 clusters
  Score: Raw -240055.206845 + Penalty 2604.551623 = -237450.655222
  nChanged 29
		SP:Iteration 14Q (166572.480000 sec): 3 clusters
  Score: Raw -240074.309035 + Penalty 2604.551623 = -237469.757412
  nChanged 27
		SP:Iteration 15Q (166572.620000 sec): 3 clusters
  Score: Raw -240086.166452 + Penalty 2604.551623 = -237481.614828
  nChanged 17
		SP:Iteration 16Q (166572.760000 sec): 3 clusters
  Score: Raw -240092.287136 + Penalty 2604.551623 = -237487.735513
  nChanged 17
		SP:Iteration 17Q (166572.910000 sec): 3 clusters
  Score: Raw -240099.552275 + Penalty 2604.551623 = -237495.000652
  nChanged 8
		SP:Iteration 18Q (166573.050000 sec): 3 clusters
  Score: Raw -240102.373301 + Penalty 2604.551623 = -237497.821678
  nChanged 3
		SP:Iteration 19Q (166573.190000 sec): 3 clusters
  Score: Raw -240103.669443 + Penalty 2604.551623 = -237499.117819
  nChanged 1
		SP:Iteration 20F (166573.340000 sec): 3 clusters
  Score: Raw -240103.854068 + Penalty 2604.551623 = -237499.302445
  nChanged 1
		SP:Iteration 21Q (166573.480000 sec): 3 clusters
  Score: Raw -240103.957876 + Penalty 2604.551623 = -237499.406253
  nChanged 1
		SP:Iteration 22Q (166573.630000 sec): 3 clusters
  Score: Raw -240104.172723 + Penalty 2604.551623 = -237499.621099
  nChanged 1
		SP:Iteration 23Q (166573.770000 sec): 3 clusters
  Score: Raw -240104.274449 + Penalty 2604.551623 = -237499.722826
  nChanged 0
		SP:Iteration 24F (166573.910000 sec): 3 clusters
  Score: Raw -240104.274449 + Penalty 2604.551623 = -237499.722826
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (7892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166574.010000 sec): 2 clusters
  Score: Raw -684923.253763 + Penalty 1458.210791 = -683465.042972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166574.190000 sec): 3 clusters
  Score: Raw -680545.412614 + Penalty 2916.421582 = -677628.991032
  nChanged 3363
		SP:Iteration 1F (166574.350000 sec): 3 clusters
  Score: Raw -682742.387089 + Penalty 2916.421582 = -679825.965507
  nChanged 723
		SP:Iteration 2F (166574.520000 sec): 3 clusters
  Score: Raw -683335.421390 + Penalty 2916.421582 = -680418.999808
  nChanged 609
		SP:Iteration 3F (166574.700000 sec): 3 clusters
  Score: Raw -683836.987984 + Penalty 2916.421582 = -680920.566403
  nChanged 520
		SP:Iteration 4F (166574.870000 sec): 3 clusters
  Score: Raw -684193.633237 + Penalty 2916.421582 = -681277.211655
  nChanged 430
		SP:Iteration 5F (166575.050000 sec): 3 clusters
  Score: Raw -684468.050575 + Penalty 2916.421582 = -681551.628993
  nChanged 335
		SP:Iteration 6Q (166575.230000 sec): 3 clusters
  Score: Raw -684641.099626 + Penalty 2916.421582 = -681724.678044
  nChanged 265
		SP:Iteration 7Q (166575.410000 sec): 3 clusters
  Score: Raw -684763.041331 + Penalty 2916.421582 = -681846.619749
  nChanged 202
		SP:Iteration 8Q (166575.610000 sec): 3 clusters
  Score: Raw -684856.742841 + Penalty 2916.421582 = -681940.321259
  nChanged 206
		SP:Iteration 9Q (166575.800000 sec): 3 clusters
  Score: Raw -684965.874082 + Penalty 2916.421582 = -682049.452500
  nChanged 202
		SP:Iteration 10Q (166575.980000 sec): 3 clusters
  Score: Raw -685070.976025 + Penalty 2916.421582 = -682154.554443
  nChanged 173
		SP:Iteration 11Q (166576.170000 sec): 3 clusters
  Score: Raw -685160.260515 + Penalty 2916.421582 = -682243.838933
  nChanged 186
		SP:Iteration 12Q (166576.330000 sec): 3 clusters
  Score: Raw -685254.451949 + Penalty 2916.421582 = -682338.030367
  nChanged 188
		SP:Iteration 13Q (166576.510000 sec): 3 clusters
  Score: Raw -685361.612651 + Penalty 2916.421582 = -682445.191070
  nChanged 179
		SP:Iteration 14Q (166576.710000 sec): 3 clusters
  Score: Raw -685468.140966 + Penalty 2916.421582 = -682551.719384
  nChanged 160
		SP:Iteration 15Q (166576.910000 sec): 3 clusters
  Score: Raw -685548.802730 + Penalty 2916.421582 = -682632.381149
  nChanged 133
		SP:Iteration 16Q (166577.130000 sec): 3 clusters
  Score: Raw -685619.954810 + Penalty 2916.421582 = -682703.533228
  nChanged 126
		SP:Iteration 17Q (166577.340000 sec): 3 clusters
  Score: Raw -685673.447848 + Penalty 2916.421582 = -682757.026266
  nChanged 87
		SP:Iteration 18Q (166577.550000 sec): 3 clusters
  Score: Raw -685713.034669 + Penalty 2916.421582 = -682796.613088
  nChanged 79
		SP:Iteration 19Q (166577.760000 sec): 3 clusters
  Score: Raw -685741.605579 + Penalty 2916.421582 = -682825.183997
  nChanged 64
		SP:Iteration 20F (166577.970000 sec): 3 clusters
  Score: Raw -685767.334447 + Penalty 2916.421582 = -682850.912865
  nChanged 58
		SP:Iteration 21Q (166578.170000 sec): 3 clusters
  Score: Raw -685786.332048 + Penalty 2916.421582 = -682869.910466
  nChanged 44
		SP:Iteration 22Q (166578.370000 sec): 3 clusters
  Score: Raw -685804.493972 + Penalty 2916.421582 = -682888.072390
  nChanged 46
		SP:Iteration 23Q (166578.570000 sec): 3 clusters
  Score: Raw -685818.412505 + Penalty 2916.421582 = -682901.990923
  nChanged 36
		SP:Iteration 24Q (166578.770000 sec): 3 clusters
  Score: Raw -685829.647697 + Penalty 2916.421582 = -682913.226115
  nChanged 29
		SP:Iteration 25Q (166578.940000 sec): 3 clusters
  Score: Raw -685836.655111 + Penalty 2916.421582 = -682920.233529
  nChanged 22
		SP:Iteration 26Q (166579.120000 sec): 3 clusters
  Score: Raw -685842.443143 + Penalty 2916.421582 = -682926.021562
  nChanged 20
		SP:Iteration 27Q (166579.310000 sec): 3 clusters
  Score: Raw -685846.956068 + Penalty 2916.421582 = -682930.534486
  nChanged 12
		SP:Iteration 28Q (166579.490000 sec): 3 clusters
  Score: Raw -685849.767518 + Penalty 2916.421582 = -682933.345936
  nChanged 7
		SP:Iteration 29Q (166579.670000 sec): 3 clusters
  Score: Raw -685851.006841 + Penalty 2916.421582 = -682934.585259
  nChanged 4
		SP:Iteration 30Q (166579.850000 sec): 3 clusters
  Score: Raw -685851.669820 + Penalty 2916.421582 = -682935.248238
  nChanged 3
		SP:Iteration 31Q (166580.020000 sec): 3 clusters
  Score: Raw -685852.084754 + Penalty 2916.421582 = -682935.663172
  nChanged 1
		SP:Iteration 32Q (166580.270000 sec): 3 clusters
  Score: Raw -685852.197946 + Penalty 2916.421582 = -682935.776365
  nChanged 0
		SP:Iteration 33F (166580.430000 sec): 3 clusters
  Score: Raw -685852.197946 + Penalty 2916.421582 = -682935.776365
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166580.520000 sec): 2 clusters
  Score: Raw -372488.089791 + Penalty 1365.034098 = -371123.055693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166580.670000 sec): 3 clusters
  Score: Raw -370270.613392 + Penalty 2730.068197 = -367540.545195
  nChanged 1785
		SP:Iteration 1F (166580.820000 sec): 3 clusters
  Score: Raw -371463.542422 + Penalty 2730.068197 = -368733.474225
  nChanged 484
		SP:Iteration 2F (166580.970000 sec): 3 clusters
  Score: Raw -371986.078832 + Penalty 2730.068197 = -369256.010635
  nChanged 421
		SP:Iteration 3F (166581.110000 sec): 3 clusters
  Score: Raw -372468.075523 + Penalty 2730.068197 = -369738.007326
  nChanged 353
		SP:Iteration 4F (166581.290000 sec): 3 clusters
  Score: Raw -372804.366510 + Penalty 2730.068197 = -370074.298314
  nChanged 240
		SP:Iteration 5F (166581.430000 sec): 3 clusters
  Score: Raw -372984.497081 + Penalty 2730.068197 = -370254.428884
  nChanged 145
		SP:Iteration 6Q (166581.620000 sec): 3 clusters
  Score: Raw -373074.548260 + Penalty 2730.068197 = -370344.480063
  nChanged 115
		SP:Iteration 7Q (166581.770000 sec): 3 clusters
  Score: Raw -373148.461865 + Penalty 2730.068197 = -370418.393669
  nChanged 97
		SP:Iteration 8Q (166581.910000 sec): 3 clusters
  Score: Raw -373209.450368 + Penalty 2730.068197 = -370479.382171
  nChanged 93
		SP:Iteration 9Q (166582.060000 sec): 3 clusters
  Score: Raw -373263.169603 + Penalty 2730.068197 = -370533.101406
  nChanged 64
		SP:Iteration 10Q (166582.240000 sec): 3 clusters
  Score: Raw -373292.394944 + Penalty 2730.068197 = -370562.326747
  nChanged 41
		SP:Iteration 11Q (166582.400000 sec): 3 clusters
  Score: Raw -373306.741614 + Penalty 2730.068197 = -370576.673418
  nChanged 37
		SP:Iteration 12Q (166582.570000 sec): 3 clusters
  Score: Raw -373322.205647 + Penalty 2730.068197 = -370592.137450
  nChanged 38
		SP:Iteration 13Q (166582.790000 sec): 3 clusters
  Score: Raw -373343.464607 + Penalty 2730.068197 = -370613.396411
  nChanged 27
		SP:Iteration 14Q (166582.920000 sec): 3 clusters
  Score: Raw -373354.640723 + Penalty 2730.068197 = -370624.572526
  nChanged 20
		SP:Iteration 15Q (166583.080000 sec): 3 clusters
  Score: Raw -373361.976023 + Penalty 2730.068197 = -370631.907826
  nChanged 14
		SP:Iteration 16Q (166583.240000 sec): 3 clusters
  Score: Raw -373365.459710 + Penalty 2730.068197 = -370635.391513
  nChanged 13
		SP:Iteration 17Q (166583.400000 sec): 3 clusters
  Score: Raw -373369.399276 + Penalty 2730.068197 = -370639.331079
  nChanged 15
		SP:Iteration 18Q (166583.560000 sec): 3 clusters
  Score: Raw -373373.785913 + Penalty 2730.068197 = -370643.717716
  nChanged 11
		SP:Iteration 19Q (166583.720000 sec): 3 clusters
  Score: Raw -373376.292223 + Penalty 2730.068197 = -370646.224027
  nChanged 10
		SP:Iteration 20F (166583.880000 sec): 3 clusters
  Score: Raw -373378.912320 + Penalty 2730.068197 = -370648.844124
  nChanged 5
		SP:Iteration 21Q (166584.070000 sec): 3 clusters
  Score: Raw -373380.091812 + Penalty 2730.068197 = -370650.023615
  nChanged 3
		SP:Iteration 22Q (166584.260000 sec): 3 clusters
  Score: Raw -373380.847095 + Penalty 2730.068197 = -370650.778898
  nChanged 2
		SP:Iteration 23Q (166584.420000 sec): 3 clusters
  Score: Raw -373381.205675 + Penalty 2730.068197 = -370651.137478
  nChanged 1
		SP:Iteration 24Q (166584.590000 sec): 3 clusters
  Score: Raw -373381.486781 + Penalty 2730.068197 = -370651.418584
  nChanged 1
		SP:Iteration 25Q (166584.720000 sec): 3 clusters
  Score: Raw -373381.629268 + Penalty 2730.068197 = -370651.561071
  nChanged 0
		SP:Iteration 26F (166584.920000 sec): 3 clusters
  Score: Raw -373381.629268 + Penalty 2730.068197 = -370651.561071
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166584.990000 sec): 2 clusters
  Score: Raw -231502.646874 + Penalty 1271.082151 = -230231.564723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166585.150000 sec): 3 clusters
  Score: Raw -230402.963590 + Penalty 2542.164303 = -227860.799288
  nChanged 893
		SP:Iteration 1F (166585.290000 sec): 3 clusters
  Score: Raw -230970.514430 + Penalty 2542.164303 = -228428.350127
  nChanged 207
		SP:Iteration 2F (166585.430000 sec): 3 clusters
  Score: Raw -231125.790443 + Penalty 2542.164303 = -228583.626140
  nChanged 144
		SP:Iteration 3F (166585.580000 sec): 3 clusters
  Score: Raw -231232.969435 + Penalty 2542.164303 = -228690.805133
  nChanged 121
		SP:Iteration 4Q (166585.720000 sec): 3 clusters
  Score: Raw -231325.683461 + Penalty 2542.164303 = -228783.519158
  nChanged 101
		SP:Iteration 5Q (166585.870000 sec): 3 clusters
  Score: Raw -231397.697774 + Penalty 2542.164303 = -228855.533471
  nChanged 96
		SP:Iteration 6Q (166586.010000 sec): 3 clusters
  Score: Raw -231473.710706 + Penalty 2542.164303 = -228931.546404
  nChanged 90
		SP:Iteration 7Q (166586.150000 sec): 3 clusters
  Score: Raw -231550.660071 + Penalty 2542.164303 = -229008.495768
  nChanged 83
		SP:Iteration 8Q (166586.290000 sec): 3 clusters
  Score: Raw -231614.331726 + Penalty 2542.164303 = -229072.167423
  nChanged 60
		SP:Iteration 9Q (166586.440000 sec): 3 clusters
  Score: Raw -231660.605124 + Penalty 2542.164303 = -229118.440821
  nChanged 52
		SP:Iteration 10Q (166586.580000 sec): 3 clusters
  Score: Raw -231697.595825 + Penalty 2542.164303 = -229155.431522
  nChanged 42
		SP:Iteration 11Q (166586.730000 sec): 3 clusters
  Score: Raw -231731.305098 + Penalty 2542.164303 = -229189.140796
  nChanged 35
		SP:Iteration 12Q (166586.870000 sec): 3 clusters
  Score: Raw -231752.114214 + Penalty 2542.164303 = -229209.949911
  nChanged 31
		SP:Iteration 13Q (166587.010000 sec): 3 clusters
  Score: Raw -231770.881880 + Penalty 2542.164303 = -229228.717577
  nChanged 21
		SP:Iteration 14Q (166587.160000 sec): 3 clusters
  Score: Raw -231784.611656 + Penalty 2542.164303 = -229242.447353
  nChanged 22
		SP:Iteration 15Q (166587.300000 sec): 3 clusters
  Score: Raw -231804.424284 + Penalty 2542.164303 = -229262.259982
  nChanged 28
		SP:Iteration 16Q (166587.440000 sec): 3 clusters
  Score: Raw -231824.217427 + Penalty 2542.164303 = -229282.053124
  nChanged 29
		SP:Iteration 17Q (166587.590000 sec): 3 clusters
  Score: Raw -231847.055122 + Penalty 2542.164303 = -229304.890819
  nChanged 37
		SP:Iteration 18Q (166587.790000 sec): 3 clusters
  Score: Raw -231874.491964 + Penalty 2542.164303 = -229332.327661
  nChanged 29
		SP:Iteration 19Q (166587.920000 sec): 3 clusters
  Score: Raw -231891.715045 + Penalty 2542.164303 = -229349.550742
  nChanged 19
		SP:Iteration 20F (166588.050000 sec): 3 clusters
  Score: Raw -231899.262859 + Penalty 2542.164303 = -229357.098556
  nChanged 7
		SP:Iteration 21Q (166588.180000 sec): 3 clusters
  Score: Raw -231902.247394 + Penalty 2542.164303 = -229360.083091
  nChanged 4
		SP:Iteration 22Q (166588.320000 sec): 3 clusters
  Score: Raw -231903.235257 + Penalty 2542.164303 = -229361.070954
  nChanged 2
		SP:Iteration 23Q (166588.450000 sec): 3 clusters
  Score: Raw -231904.296803 + Penalty 2542.164303 = -229362.132501
  nChanged 1
		SP:Iteration 24Q (166588.590000 sec): 3 clusters
  Score: Raw -231904.641242 + Penalty 2542.164303 = -229362.476940
  nChanged 3
		SP:Iteration 25Q (166588.730000 sec): 3 clusters
  Score: Raw -231905.950253 + Penalty 2542.164303 = -229363.785951
  nChanged 1
		SP:Iteration 26Q (166588.870000 sec): 3 clusters
  Score: Raw -231906.329991 + Penalty 2542.164303 = -229364.165688
  nChanged 1
		SP:Iteration 27Q (166589.020000 sec): 3 clusters
  Score: Raw -231906.672123 + Penalty 2542.164303 = -229364.507821
  nChanged 2
		SP:Iteration 28Q (166589.160000 sec): 3 clusters
  Score: Raw -231907.509578 + Penalty 2542.164303 = -229365.345275
  nChanged 3
		SP:Iteration 29Q (166589.310000 sec): 3 clusters
  Score: Raw -231909.410135 + Penalty 2542.164303 = -229367.245833
  nChanged 2
		SP:Iteration 30Q (166589.520000 sec): 3 clusters
  Score: Raw -231910.755004 + Penalty 2542.164303 = -229368.590701
  nChanged 3
		SP:Iteration 31Q (166589.650000 sec): 3 clusters
  Score: Raw -231912.850224 + Penalty 2542.164303 = -229370.685921
  nChanged 3
		SP:Iteration 32Q (166589.750000 sec): 3 clusters
  Score: Raw -231914.819920 + Penalty 2542.164303 = -229372.655617
  nChanged 5
		SP:Iteration 33Q (166589.890000 sec): 3 clusters
  Score: Raw -231917.610689 + Penalty 2542.164303 = -229375.446386
  nChanged 5
		SP:Iteration 34Q (166590.050000 sec): 3 clusters
  Score: Raw -231920.318660 + Penalty 2542.164303 = -229378.154357
  nChanged 5
		SP:Iteration 35Q (166590.220000 sec): 3 clusters
  Score: Raw -231922.648550 + Penalty 2542.164303 = -229380.484247
  nChanged 4
		SP:Iteration 36Q (166590.360000 sec): 3 clusters
  Score: Raw -231924.776199 + Penalty 2542.164303 = -229382.611896
  nChanged 6
		SP:Iteration 37Q (166590.510000 sec): 3 clusters
  Score: Raw -231928.214718 + Penalty 2542.164303 = -229386.050415
  nChanged 7
		SP:Iteration 38Q (166590.650000 sec): 3 clusters
  Score: Raw -231932.341487 + Penalty 2542.164303 = -229390.177184
  nChanged 1
		SP:Iteration 39Q (166590.800000 sec): 3 clusters
  Score: Raw -231932.670507 + Penalty 2542.164303 = -229390.506204
  nChanged 3
		SP:Iteration 40F (166590.960000 sec): 3 clusters
  Score: Raw -231933.688919 + Penalty 2542.164303 = -229391.524617
  nChanged 1
		SP:Iteration 41Q (166591.110000 sec): 3 clusters
  Score: Raw -231933.892681 + Penalty 2542.164303 = -229391.728378
  nChanged 1
		SP:Iteration 42Q (166591.250000 sec): 3 clusters
  Score: Raw -231934.084732 + Penalty 2542.164303 = -229391.920429
  nChanged 0
		SP:Iteration 43F (166591.400000 sec): 3 clusters
  Score: Raw -231934.084732 + Penalty 2542.164303 = -229391.920429
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (6375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166591.500000 sec): 2 clusters
  Score: Raw -622395.091983 + Penalty 1423.522648 = -620971.569336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166591.680000 sec): 3 clusters
  Score: Raw -618937.809364 + Penalty 2847.045295 = -616090.764069
  nChanged 2668
		SP:Iteration 1F (166591.840000 sec): 3 clusters
  Score: Raw -620451.349740 + Penalty 2847.045295 = -617604.304445
  nChanged 454
		SP:Iteration 2F (166591.990000 sec): 3 clusters
  Score: Raw -620695.101384 + Penalty 2847.045295 = -617848.056089
  nChanged 347
		SP:Iteration 3F (166592.130000 sec): 3 clusters
  Score: Raw -620881.270422 + Penalty 2847.045295 = -618034.225127
  nChanged 290
		SP:Iteration 4Q (166592.270000 sec): 3 clusters
  Score: Raw -621031.411382 + Penalty 2847.045295 = -618184.366087
  nChanged 238
		SP:Iteration 5Q (166592.410000 sec): 3 clusters
  Score: Raw -621159.502926 + Penalty 2847.045295 = -618312.457631
  nChanged 233
		SP:Iteration 6Q (166592.580000 sec): 3 clusters
  Score: Raw -621251.481818 + Penalty 2847.045295 = -618404.436522
  nChanged 176
		SP:Iteration 7Q (166592.720000 sec): 3 clusters
  Score: Raw -621318.654388 + Penalty 2847.045295 = -618471.609093
  nChanged 175
		SP:Iteration 8Q (166592.910000 sec): 3 clusters
  Score: Raw -621400.201996 + Penalty 2847.045295 = -618553.156701
  nChanged 191
		SP:Iteration 9Q (166593.050000 sec): 3 clusters
  Score: Raw -621488.339358 + Penalty 2847.045295 = -618641.294063
  nChanged 188
		SP:Iteration 10Q (166593.230000 sec): 3 clusters
  Score: Raw -621568.452189 + Penalty 2847.045295 = -618721.406894
  nChanged 161
		SP:Iteration 11Q (166593.380000 sec): 3 clusters
  Score: Raw -621643.984923 + Penalty 2847.045295 = -618796.939628
  nChanged 184
		SP:Iteration 12Q (166593.540000 sec): 3 clusters
  Score: Raw -621742.067009 + Penalty 2847.045295 = -618895.021714
  nChanged 182
		SP:Iteration 13Q (166593.690000 sec): 3 clusters
  Score: Raw -621848.357512 + Penalty 2847.045295 = -619001.312216
  nChanged 205
		SP:Iteration 14Q (166593.830000 sec): 3 clusters
  Score: Raw -621959.220281 + Penalty 2847.045295 = -619112.174986
  nChanged 181
		SP:Iteration 15Q (166593.970000 sec): 3 clusters
  Score: Raw -622068.834830 + Penalty 2847.045295 = -619221.789535
  nChanged 182
		SP:Iteration 16Q (166594.110000 sec): 3 clusters
  Score: Raw -622154.262886 + Penalty 2847.045295 = -619307.217591
  nChanged 159
		SP:Iteration 17Q (166594.240000 sec): 3 clusters
  Score: Raw -622238.919692 + Penalty 2847.045295 = -619391.874397
  nChanged 159
		SP:Iteration 18Q (166594.380000 sec): 3 clusters
  Score: Raw -622339.279276 + Penalty 2847.045295 = -619492.233981
  nChanged 156
		SP:Iteration 19Q (166594.550000 sec): 3 clusters
  Score: Raw -622472.832142 + Penalty 2847.045295 = -619625.786847
  nChanged 175
		SP:Iteration 20F (166594.690000 sec): 3 clusters
  Score: Raw -622600.108429 + Penalty 2847.045295 = -619753.063134
  nChanged 145
		SP:Iteration 21Q (166594.830000 sec): 3 clusters
  Score: Raw -622676.034083 + Penalty 2847.045295 = -619828.988788
  nChanged 124
		SP:Iteration 22Q (166594.970000 sec): 3 clusters
  Score: Raw -622747.272312 + Penalty 2847.045295 = -619900.227016
  nChanged 124
		SP:Iteration 23Q (166595.110000 sec): 3 clusters
  Score: Raw -622816.694544 + Penalty 2847.045295 = -619969.649249
  nChanged 107
		SP:Iteration 24Q (166595.280000 sec): 3 clusters
  Score: Raw -622867.586784 + Penalty 2847.045295 = -620020.541488
  nChanged 93
		SP:Iteration 25Q (166595.420000 sec): 3 clusters
  Score: Raw -622907.491293 + Penalty 2847.045295 = -620060.445998
  nChanged 69
		SP:Iteration 26Q (166595.550000 sec): 3 clusters
  Score: Raw -622934.916220 + Penalty 2847.045295 = -620087.870925
  nChanged 63
		SP:Iteration 27Q (166595.690000 sec): 3 clusters
  Score: Raw -622959.591843 + Penalty 2847.045295 = -620112.546548
  nChanged 44
		SP:Iteration 28Q (166595.870000 sec): 3 clusters
  Score: Raw -622974.431579 + Penalty 2847.045295 = -620127.386284
  nChanged 40
		SP:Iteration 29Q (166596.020000 sec): 3 clusters
  Score: Raw -622985.771670 + Penalty 2847.045295 = -620138.726374
  nChanged 30
		SP:Iteration 30Q (166596.210000 sec): 3 clusters
  Score: Raw -622995.061499 + Penalty 2847.045295 = -620148.016204
  nChanged 32
		SP:Iteration 31Q (166596.360000 sec): 3 clusters
  Score: Raw -623003.874119 + Penalty 2847.045295 = -620156.828823
  nChanged 29
		SP:Iteration 32Q (166596.510000 sec): 3 clusters
  Score: Raw -623012.422853 + Penalty 2847.045295 = -620165.377558
  nChanged 31
		SP:Iteration 33Q (166596.700000 sec): 3 clusters
  Score: Raw -623022.200248 + Penalty 2847.045295 = -620175.154953
  nChanged 31
		SP:Iteration 34Q (166596.840000 sec): 3 clusters
  Score: Raw -623030.798795 + Penalty 2847.045295 = -620183.753500
  nChanged 25
		SP:Iteration 35Q (166597.030000 sec): 3 clusters
  Score: Raw -623037.869222 + Penalty 2847.045295 = -620190.823927
  nChanged 31
		SP:Iteration 36Q (166597.180000 sec): 3 clusters
  Score: Raw -623047.141865 + Penalty 2847.045295 = -620200.096570
  nChanged 25
		SP:Iteration 37Q (166597.330000 sec): 3 clusters
  Score: Raw -623052.565419 + Penalty 2847.045295 = -620205.520123
  nChanged 12
		SP:Iteration 38Q (166597.490000 sec): 3 clusters
  Score: Raw -623055.200573 + Penalty 2847.045295 = -620208.155278
  nChanged 15
		SP:Iteration 39Q (166597.670000 sec): 3 clusters
  Score: Raw -623058.889739 + Penalty 2847.045295 = -620211.844444
  nChanged 13
		SP:Iteration 40F (166597.820000 sec): 3 clusters
  Score: Raw -623061.749992 + Penalty 2847.045295 = -620214.704697
  nChanged 10
		SP:Iteration 41Q (166597.970000 sec): 3 clusters
  Score: Raw -623064.301104 + Penalty 2847.045295 = -620217.255809
  nChanged 12
		SP:Iteration 42Q (166598.160000 sec): 3 clusters
  Score: Raw -623067.504513 + Penalty 2847.045295 = -620220.459218
  nChanged 12
		SP:Iteration 43Q (166598.310000 sec): 3 clusters
  Score: Raw -623070.368826 + Penalty 2847.045295 = -620223.323531
  nChanged 7
		SP:Iteration 44Q (166598.460000 sec): 3 clusters
  Score: Raw -623072.221971 + Penalty 2847.045295 = -620225.176676
  nChanged 11
		SP:Iteration 45Q (166598.600000 sec): 3 clusters
  Score: Raw -623075.447881 + Penalty 2847.045295 = -620228.402586
  nChanged 15
		SP:Iteration 46Q (166598.740000 sec): 3 clusters
  Score: Raw -623078.846266 + Penalty 2847.045295 = -620231.800970
  nChanged 10
		SP:Iteration 47Q (166598.890000 sec): 3 clusters
  Score: Raw -623081.098690 + Penalty 2847.045295 = -620234.053395
  nChanged 13
		SP:Iteration 48Q (166599.040000 sec): 3 clusters
  Score: Raw -623084.012394 + Penalty 2847.045295 = -620236.967099
  nChanged 8
		SP:Iteration 49Q (166599.190000 sec): 3 clusters
  Score: Raw -623085.522707 + Penalty 2847.045295 = -620238.477412
  nChanged 4
		SP:Iteration 50Q (166599.370000 sec): 3 clusters
  Score: Raw -623086.355655 + Penalty 2847.045295 = -620239.310360
  nChanged 4
		SP:Iteration 51Q (166599.520000 sec): 3 clusters
  Score: Raw -623087.138372 + Penalty 2847.045295 = -620240.093077
  nChanged 3
		SP:Iteration 52Q (166599.700000 sec): 3 clusters
  Score: Raw -623087.567078 + Penalty 2847.045295 = -620240.521782
  nChanged 0
		SP:Iteration 53F (166599.910000 sec): 3 clusters
  Score: Raw -623087.567078 + Penalty 2847.045295 = -620240.521782
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166599.980000 sec): 2 clusters
  Score: Raw -59631.581909 + Penalty 1115.028093 = -58516.553816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166600.110000 sec): 3 clusters
  Score: Raw -59392.190964 + Penalty 2230.056186 = -57162.134778
  nChanged 298
		SP:Iteration 1F (166600.240000 sec): 3 clusters
  Score: Raw -59804.416050 + Penalty 2230.056186 = -57574.359864
  nChanged 89
		SP:Iteration 2F (166600.360000 sec): 3 clusters
  Score: Raw -59940.797785 + Penalty 2230.056186 = -57710.741599
  nChanged 65
		SP:Iteration 3F (166600.490000 sec): 3 clusters
  Score: Raw -60063.429723 + Penalty 2230.056186 = -57833.373537
  nChanged 41
		SP:Iteration 4Q (166600.610000 sec): 3 clusters
  Score: Raw -60117.506584 + Penalty 2230.056186 = -57887.450398
  nChanged 29
		SP:Iteration 5Q (166600.740000 sec): 3 clusters
  Score: Raw -60154.697582 + Penalty 2230.056186 = -57924.641396
  nChanged 25
		SP:Iteration 6Q (166600.870000 sec): 3 clusters
  Score: Raw -60187.398579 + Penalty 2230.056186 = -57957.342394
  nChanged 24
		SP:Iteration 7Q (166600.960000 sec): 3 clusters
  Score: Raw -60219.976884 + Penalty 2230.056186 = -57989.920699
  nChanged 16
		SP:Iteration 8Q (166601.090000 sec): 3 clusters
  Score: Raw -60236.681815 + Penalty 2230.056186 = -58006.625629
  nChanged 10
		SP:Iteration 9Q (166601.220000 sec): 3 clusters
  Score: Raw -60248.919175 + Penalty 2230.056186 = -58018.862989
  nChanged 8
		SP:Iteration 10Q (166601.350000 sec): 3 clusters
  Score: Raw -60255.426625 + Penalty 2230.056186 = -58025.370440
  nChanged 1
		SP:Iteration 11Q (166601.470000 sec): 3 clusters
  Score: Raw -60255.833905 + Penalty 2230.056186 = -58025.777719
  nChanged 0
		SP:Iteration 12F (166601.600000 sec): 3 clusters
  Score: Raw -60255.833905 + Penalty 2230.056186 = -58025.777719
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (4750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166601.710000 sec): 2 clusters
  Score: Raw -339489.588505 + Penalty 1375.708733 = -338113.879772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166601.850000 sec): 3 clusters
  Score: Raw -337095.828019 + Penalty 2751.417467 = -334344.410553
  nChanged 1913
		SP:Iteration 1F (166602.000000 sec): 3 clusters
  Score: Raw -338347.063797 + Penalty 2751.417467 = -335595.646331
  nChanged 438
		SP:Iteration 2F (166602.140000 sec): 3 clusters
  Score: Raw -338717.665193 + Penalty 2751.417467 = -335966.247726
  nChanged 368
		SP:Iteration 3F (166602.280000 sec): 3 clusters
  Score: Raw -339053.495476 + Penalty 2751.417467 = -336302.078009
  nChanged 293
		SP:Iteration 4F (166602.420000 sec): 3 clusters
  Score: Raw -339285.874675 + Penalty 2751.417467 = -336534.457208
  nChanged 240
		SP:Iteration 5F (166602.560000 sec): 3 clusters
  Score: Raw -339448.197389 + Penalty 2751.417467 = -336696.779922
  nChanged 167
		SP:Iteration 6Q (166602.700000 sec): 3 clusters
  Score: Raw -339556.015772 + Penalty 2751.417467 = -336804.598306
  nChanged 149
		SP:Iteration 7Q (166602.840000 sec): 3 clusters
  Score: Raw -339637.899581 + Penalty 2751.417467 = -336886.482115
  nChanged 124
		SP:Iteration 8Q (166602.980000 sec): 3 clusters
  Score: Raw -339704.603323 + Penalty 2751.417467 = -336953.185856
  nChanged 111
		SP:Iteration 9Q (166603.130000 sec): 3 clusters
  Score: Raw -339756.084286 + Penalty 2751.417467 = -337004.666819
  nChanged 82
		SP:Iteration 10Q (166603.270000 sec): 3 clusters
  Score: Raw -339791.360706 + Penalty 2751.417467 = -337039.943240
  nChanged 74
		SP:Iteration 11Q (166603.450000 sec): 3 clusters
  Score: Raw -339826.386869 + Penalty 2751.417467 = -337074.969403
  nChanged 62
		SP:Iteration 12Q (166603.570000 sec): 3 clusters
  Score: Raw -339855.785999 + Penalty 2751.417467 = -337104.368532
  nChanged 56
		SP:Iteration 13Q (166603.730000 sec): 3 clusters
  Score: Raw -339888.836322 + Penalty 2751.417467 = -337137.418855
  nChanged 58
		SP:Iteration 14Q (166603.920000 sec): 3 clusters
  Score: Raw -339927.842199 + Penalty 2751.417467 = -337176.424732
  nChanged 65
		SP:Iteration 15Q (166604.080000 sec): 3 clusters
  Score: Raw -339963.302874 + Penalty 2751.417467 = -337211.885408
  nChanged 59
		SP:Iteration 16Q (166604.240000 sec): 3 clusters
  Score: Raw -339994.452674 + Penalty 2751.417467 = -337243.035208
  nChanged 55
		SP:Iteration 17Q (166604.400000 sec): 3 clusters
  Score: Raw -340018.697122 + Penalty 2751.417467 = -337267.279655
  nChanged 41
		SP:Iteration 18Q (166604.560000 sec): 3 clusters
  Score: Raw -340032.985388 + Penalty 2751.417467 = -337281.567922
  nChanged 34
		SP:Iteration 19Q (166604.710000 sec): 3 clusters
  Score: Raw -340043.982397 + Penalty 2751.417467 = -337292.564930
  nChanged 23
		SP:Iteration 20F (166604.870000 sec): 3 clusters
  Score: Raw -340048.821701 + Penalty 2751.417467 = -337297.404235
  nChanged 14
		SP:Iteration 21Q (166605.030000 sec): 3 clusters
  Score: Raw -340052.150875 + Penalty 2751.417467 = -337300.733409
  nChanged 15
		SP:Iteration 22Q (166605.190000 sec): 3 clusters
  Score: Raw -340056.098405 + Penalty 2751.417467 = -337304.680939
  nChanged 17
		SP:Iteration 23Q (166605.350000 sec): 3 clusters
  Score: Raw -340060.960015 + Penalty 2751.417467 = -337309.542549
  nChanged 19
		SP:Iteration 24Q (166605.510000 sec): 3 clusters
  Score: Raw -340067.479756 + Penalty 2751.417467 = -337316.062290
  nChanged 20
		SP:Iteration 25Q (166605.670000 sec): 3 clusters
  Score: Raw -340074.739580 + Penalty 2751.417467 = -337323.322113
  nChanged 27
		SP:Iteration 26Q (166605.820000 sec): 3 clusters
  Score: Raw -340084.922505 + Penalty 2751.417467 = -337333.505038
  nChanged 26
		SP:Iteration 27Q (166605.980000 sec): 3 clusters
  Score: Raw -340091.374307 + Penalty 2751.417467 = -337339.956840
  nChanged 20
		SP:Iteration 28Q (166606.140000 sec): 3 clusters
  Score: Raw -340097.263439 + Penalty 2751.417467 = -337345.845973
  nChanged 22
		SP:Iteration 29Q (166606.290000 sec): 3 clusters
  Score: Raw -340104.164458 + Penalty 2751.417467 = -337352.746991
  nChanged 19
		SP:Iteration 30Q (166606.450000 sec): 3 clusters
  Score: Raw -340107.996634 + Penalty 2751.417467 = -337356.579168
  nChanged 15
		SP:Iteration 31Q (166606.610000 sec): 3 clusters
  Score: Raw -340111.626796 + Penalty 2751.417467 = -337360.209330
  nChanged 8
		SP:Iteration 32Q (166606.790000 sec): 3 clusters
  Score: Raw -340112.754725 + Penalty 2751.417467 = -337361.337258
  nChanged 5
		SP:Iteration 33Q (166606.890000 sec): 3 clusters
  Score: Raw -340114.960456 + Penalty 2751.417467 = -337363.542989
  nChanged 9
		SP:Iteration 34Q (166607.090000 sec): 3 clusters
  Score: Raw -340117.020694 + Penalty 2751.417467 = -337365.603228
  nChanged 9
		SP:Iteration 35Q (166607.270000 sec): 3 clusters
  Score: Raw -340119.860607 + Penalty 2751.417467 = -337368.443140
  nChanged 15
		SP:Iteration 36Q (166607.460000 sec): 3 clusters
  Score: Raw -340125.116753 + Penalty 2751.417467 = -337373.699286
  nChanged 11
		SP:Iteration 37Q (166607.620000 sec): 3 clusters
  Score: Raw -340129.448680 + Penalty 2751.417467 = -337378.031213
  nChanged 16
		SP:Iteration 38Q (166607.770000 sec): 3 clusters
  Score: Raw -340136.158254 + Penalty 2751.417467 = -337384.740787
  nChanged 17
		SP:Iteration 39Q (166607.940000 sec): 3 clusters
  Score: Raw -340140.783155 + Penalty 2751.417467 = -337389.365688
  nChanged 10
		SP:Iteration 40F (166608.100000 sec): 3 clusters
  Score: Raw -340143.446439 + Penalty 2751.417467 = -337392.028973
  nChanged 11
		SP:Iteration 41Q (166608.270000 sec): 3 clusters
  Score: Raw -340145.701947 + Penalty 2751.417467 = -337394.284480
  nChanged 13
		SP:Iteration 42Q (166608.430000 sec): 3 clusters
  Score: Raw -340149.377430 + Penalty 2751.417467 = -337397.959963
  nChanged 13
		SP:Iteration 43Q (166608.590000 sec): 3 clusters
  Score: Raw -340153.677085 + Penalty 2751.417467 = -337402.259618
  nChanged 14
		SP:Iteration 44Q (166608.750000 sec): 3 clusters
  Score: Raw -340156.644072 + Penalty 2751.417467 = -337405.226605
  nChanged 7
		SP:Iteration 45Q (166608.910000 sec): 3 clusters
  Score: Raw -340158.835461 + Penalty 2751.417467 = -337407.417995
  nChanged 5
		SP:Iteration 46Q (166609.070000 sec): 3 clusters
  Score: Raw -340159.881791 + Penalty 2751.417467 = -337408.464325
  nChanged 7
		SP:Iteration 47Q (166609.240000 sec): 3 clusters
  Score: Raw -340161.655841 + Penalty 2751.417467 = -337410.238374
  nChanged 5
		SP:Iteration 48Q (166609.400000 sec): 3 clusters
  Score: Raw -340162.785503 + Penalty 2751.417467 = -337411.368036
  nChanged 5
		SP:Iteration 49Q (166609.560000 sec): 3 clusters
  Score: Raw -340163.546557 + Penalty 2751.417467 = -337412.129090
  nChanged 4
		SP:Iteration 50Q (166609.730000 sec): 3 clusters
  Score: Raw -340164.020172 + Penalty 2751.417467 = -337412.602705
  nChanged 1
		SP:Iteration 51Q (166609.890000 sec): 3 clusters
  Score: Raw -340164.146729 + Penalty 2751.417467 = -337412.729263
  nChanged 0
		SP:Iteration 52F (166610.090000 sec): 3 clusters
  Score: Raw -340164.146729 + Penalty 2751.417467 = -337412.729263
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (2950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166610.160000 sec): 2 clusters
  Score: Raw -249902.481352 + Penalty 1298.303573 = -248604.177779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166610.390000 sec): 3 clusters
  Score: Raw -248507.640525 + Penalty 2596.607146 = -245911.033379
  nChanged 1148
		SP:Iteration 1F (166610.540000 sec): 3 clusters
  Score: Raw -249300.841972 + Penalty 2596.607146 = -246704.234826
  nChanged 261
		SP:Iteration 2F (166610.680000 sec): 3 clusters
  Score: Raw -249568.808256 + Penalty 2596.607146 = -246972.201110
  nChanged 215
		SP:Iteration 3F (166610.840000 sec): 3 clusters
  Score: Raw -249810.412550 + Penalty 2596.607146 = -247213.805404
  nChanged 188
		SP:Iteration 4F (166611.000000 sec): 3 clusters
  Score: Raw -250003.626834 + Penalty 2596.607146 = -247407.019688
  nChanged 142
		SP:Iteration 5Q (166611.160000 sec): 3 clusters
  Score: Raw -250111.411014 + Penalty 2596.607146 = -247514.803868
  nChanged 103
		SP:Iteration 6Q (166611.320000 sec): 3 clusters
  Score: Raw -250191.980101 + Penalty 2596.607146 = -247595.372955
  nChanged 90
		SP:Iteration 7Q (166611.480000 sec): 3 clusters
  Score: Raw -250250.221691 + Penalty 2596.607146 = -247653.614544
  nChanged 71
		SP:Iteration 8Q (166611.640000 sec): 3 clusters
  Score: Raw -250296.562946 + Penalty 2596.607146 = -247699.955800
  nChanged 51
		SP:Iteration 9Q (166611.790000 sec): 3 clusters
  Score: Raw -250328.555402 + Penalty 2596.607146 = -247731.948256
  nChanged 42
		SP:Iteration 10Q (166611.960000 sec): 3 clusters
  Score: Raw -250349.762967 + Penalty 2596.607146 = -247753.155821
  nChanged 32
		SP:Iteration 11Q (166612.120000 sec): 3 clusters
  Score: Raw -250364.016108 + Penalty 2596.607146 = -247767.408962
  nChanged 28
		SP:Iteration 12Q (166612.280000 sec): 3 clusters
  Score: Raw -250376.965690 + Penalty 2596.607146 = -247780.358544
  nChanged 26
		SP:Iteration 13Q (166612.440000 sec): 3 clusters
  Score: Raw -250388.367821 + Penalty 2596.607146 = -247791.760675
  nChanged 24
		SP:Iteration 14Q (166612.620000 sec): 3 clusters
  Score: Raw -250396.539946 + Penalty 2596.607146 = -247799.932800
  nChanged 16
		SP:Iteration 15Q (166612.750000 sec): 3 clusters
  Score: Raw -250403.061047 + Penalty 2596.607146 = -247806.453901
  nChanged 14
		SP:Iteration 16Q (166612.880000 sec): 3 clusters
  Score: Raw -250409.729176 + Penalty 2596.607146 = -247813.122030
  nChanged 13
		SP:Iteration 17Q (166613.020000 sec): 3 clusters
  Score: Raw -250416.957994 + Penalty 2596.607146 = -247820.350848
  nChanged 13
		SP:Iteration 18Q (166613.170000 sec): 3 clusters
  Score: Raw -250423.317959 + Penalty 2596.607146 = -247826.710812
  nChanged 16
		SP:Iteration 19Q (166613.320000 sec): 3 clusters
  Score: Raw -250429.984946 + Penalty 2596.607146 = -247833.377800
  nChanged 9
		SP:Iteration 20F (166613.470000 sec): 3 clusters
  Score: Raw -250433.881159 + Penalty 2596.607146 = -247837.274013
  nChanged 9
		SP:Iteration 21Q (166613.630000 sec): 3 clusters
  Score: Raw -250437.139927 + Penalty 2596.607146 = -247840.532781
  nChanged 8
		SP:Iteration 22Q (166613.780000 sec): 3 clusters
  Score: Raw -250440.084587 + Penalty 2596.607146 = -247843.477441
  nChanged 9
		SP:Iteration 23Q (166613.940000 sec): 3 clusters
  Score: Raw -250442.559676 + Penalty 2596.607146 = -247845.952530
  nChanged 9
		SP:Iteration 24Q (166614.090000 sec): 3 clusters
  Score: Raw -250445.329892 + Penalty 2596.607146 = -247848.722746
  nChanged 12
		SP:Iteration 25Q (166614.250000 sec): 3 clusters
  Score: Raw -250451.889248 + Penalty 2596.607146 = -247855.282102
  nChanged 12
		SP:Iteration 26Q (166614.410000 sec): 3 clusters
  Score: Raw -250458.003793 + Penalty 2596.607146 = -247861.396647
  nChanged 13
		SP:Iteration 27Q (166614.570000 sec): 3 clusters
  Score: Raw -250462.548154 + Penalty 2596.607146 = -247865.941008
  nChanged 14
		SP:Iteration 28Q (166614.730000 sec): 3 clusters
  Score: Raw -250469.372360 + Penalty 2596.607146 = -247872.765214
  nChanged 15
		SP:Iteration 29Q (166614.900000 sec): 3 clusters
  Score: Raw -250475.595282 + Penalty 2596.607146 = -247878.988136
  nChanged 16
		SP:Iteration 30Q (166615.060000 sec): 3 clusters
  Score: Raw -250483.514633 + Penalty 2596.607146 = -247886.907487
  nChanged 13
		SP:Iteration 31Q (166615.230000 sec): 3 clusters
  Score: Raw -250488.681468 + Penalty 2596.607146 = -247892.074322
  nChanged 9
		SP:Iteration 32Q (166615.390000 sec): 3 clusters
  Score: Raw -250491.108677 + Penalty 2596.607146 = -247894.501531
  nChanged 4
		SP:Iteration 33Q (166615.560000 sec): 3 clusters
  Score: Raw -250491.826932 + Penalty 2596.607146 = -247895.219786
  nChanged 2
		SP:Iteration 34Q (166615.720000 sec): 3 clusters
  Score: Raw -250492.779560 + Penalty 2596.607146 = -247896.172414
  nChanged 4
		SP:Iteration 35Q (166615.880000 sec): 3 clusters
  Score: Raw -250494.865945 + Penalty 2596.607146 = -247898.258799
  nChanged 1
		SP:Iteration 36Q (166616.050000 sec): 3 clusters
  Score: Raw -250494.971432 + Penalty 2596.607146 = -247898.364286
  nChanged 0
		SP:Iteration 37F (166616.210000 sec): 3 clusters
  Score: Raw -250494.971432 + Penalty 2596.607146 = -247898.364286
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166616.440000 sec): 2 clusters
  Score: Raw -2597691.354222 + Penalty 1664.422364 = -2596026.931858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166616.820000 sec): 3 clusters
  Score: Raw -2580683.174992 + Penalty 3328.844727 = -2577354.330265
  nChanged 12767
		SP:Iteration 1F (166617.190000 sec): 3 clusters
  Score: Raw -2588761.893821 + Penalty 3328.844727 = -2585433.049094
  nChanged 2191
		SP:Iteration 2F (166617.530000 sec): 3 clusters
  Score: Raw -2590186.080887 + Penalty 3328.844727 = -2586857.236160
  nChanged 2269
		SP:Iteration 3F (166617.900000 sec): 3 clusters
  Score: Raw -2591768.836317 + Penalty 3328.844727 = -2588439.991590
  nChanged 2157
		SP:Iteration 4F (166618.270000 sec): 3 clusters
  Score: Raw -2593087.565670 + Penalty 3328.844727 = -2589758.720943
  nChanged 1779
		SP:Iteration 5F (166618.700000 sec): 3 clusters
  Score: Raw -2594086.182677 + Penalty 3328.844727 = -2590757.337950
  nChanged 1406
		SP:Iteration 6F (166619.020000 sec): 3 clusters
  Score: Raw -2594835.409692 + Penalty 3328.844727 = -2591506.564965
  nChanged 1110
		SP:Iteration 7Q (166619.380000 sec): 3 clusters
  Score: Raw -2595365.551174 + Penalty 3328.844727 = -2592036.706447
  nChanged 876
		SP:Iteration 8Q (166619.740000 sec): 3 clusters
  Score: Raw -2595769.491636 + Penalty 3328.844727 = -2592440.646909
  nChanged 733
		SP:Iteration 9Q (166620.100000 sec): 3 clusters
  Score: Raw -2596107.295853 + Penalty 3328.844727 = -2592778.451126
  nChanged 673
		SP:Iteration 10Q (166620.470000 sec): 3 clusters
  Score: Raw -2596417.103524 + Penalty 3328.844727 = -2593088.258797
  nChanged 631
		SP:Iteration 11Q (166620.850000 sec): 3 clusters
  Score: Raw -2596721.843780 + Penalty 3328.844727 = -2593392.999053
  nChanged 574
		SP:Iteration 12Q (166621.220000 sec): 3 clusters
  Score: Raw -2596992.881801 + Penalty 3328.844727 = -2593664.037074
  nChanged 492
		SP:Iteration 13Q (166621.580000 sec): 3 clusters
  Score: Raw -2597224.752104 + Penalty 3328.844727 = -2593895.907377
  nChanged 435
		SP:Iteration 14Q (166621.950000 sec): 3 clusters
  Score: Raw -2597421.669972 + Penalty 3328.844727 = -2594092.825245
  nChanged 359
		SP:Iteration 15Q (166622.370000 sec): 3 clusters
  Score: Raw -2597584.434583 + Penalty 3328.844727 = -2594255.589856
  nChanged 296
		SP:Iteration 16Q (166622.760000 sec): 3 clusters
  Score: Raw -2597721.567389 + Penalty 3328.844727 = -2594392.722662
  nChanged 240
		SP:Iteration 17Q (166623.100000 sec): 3 clusters
  Score: Raw -2597825.176536 + Penalty 3328.844727 = -2594496.331809
  nChanged 210
		SP:Iteration 18Q (166623.520000 sec): 3 clusters
  Score: Raw -2597911.607586 + Penalty 3328.844727 = -2594582.762859
  nChanged 164
		SP:Iteration 19Q (166623.830000 sec): 3 clusters
  Score: Raw -2597983.497872 + Penalty 3328.844727 = -2594654.653145
  nChanged 145
		SP:Iteration 20F (166624.170000 sec): 3 clusters
  Score: Raw -2598053.440137 + Penalty 3328.844727 = -2594724.595410
  nChanged 112
		SP:Iteration 21Q (166624.480000 sec): 3 clusters
  Score: Raw -2598104.611549 + Penalty 3328.844727 = -2594775.766822
  nChanged 75
		SP:Iteration 22Q (166624.790000 sec): 3 clusters
  Score: Raw -2598138.530359 + Penalty 3328.844727 = -2594809.685632
  nChanged 73
		SP:Iteration 23Q (166625.100000 sec): 3 clusters
  Score: Raw -2598172.703690 + Penalty 3328.844727 = -2594843.858963
  nChanged 80
		SP:Iteration 24Q (166625.390000 sec): 3 clusters
  Score: Raw -2598210.022064 + Penalty 3328.844727 = -2594881.177337
  nChanged 65
		SP:Iteration 25Q (166625.750000 sec): 3 clusters
  Score: Raw -2598240.609597 + Penalty 3328.844727 = -2594911.764870
  nChanged 76
		SP:Iteration 26Q (166626.100000 sec): 3 clusters
  Score: Raw -2598272.953578 + Penalty 3328.844727 = -2594944.108851
  nChanged 62
		SP:Iteration 27Q (166626.470000 sec): 3 clusters
  Score: Raw -2598298.420116 + Penalty 3328.844727 = -2594969.575389
  nChanged 47
		SP:Iteration 28Q (166626.810000 sec): 3 clusters
  Score: Raw -2598320.313811 + Penalty 3328.844727 = -2594991.469084
  nChanged 49
		SP:Iteration 29Q (166627.140000 sec): 3 clusters
  Score: Raw -2598341.741753 + Penalty 3328.844727 = -2595012.897026
  nChanged 47
		SP:Iteration 30Q (166627.480000 sec): 3 clusters
  Score: Raw -2598362.163948 + Penalty 3328.844727 = -2595033.319221
  nChanged 35
		SP:Iteration 31Q (166627.800000 sec): 3 clusters
  Score: Raw -2598375.286753 + Penalty 3328.844727 = -2595046.442026
  nChanged 21
		SP:Iteration 32Q (166628.130000 sec): 3 clusters
  Score: Raw -2598385.388616 + Penalty 3328.844727 = -2595056.543889
  nChanged 26
		SP:Iteration 33Q (166628.430000 sec): 3 clusters
  Score: Raw -2598397.374571 + Penalty 3328.844727 = -2595068.529843
  nChanged 21
		SP:Iteration 34Q (166628.780000 sec): 3 clusters
  Score: Raw -2598409.115235 + Penalty 3328.844727 = -2595080.270508
  nChanged 22
		SP:Iteration 35Q (166629.120000 sec): 3 clusters
  Score: Raw -2598423.425533 + Penalty 3328.844727 = -2595094.580806
  nChanged 28
		SP:Iteration 36Q (166629.440000 sec): 3 clusters
  Score: Raw -2598437.633412 + Penalty 3328.844727 = -2595108.788685
  nChanged 35
		SP:Iteration 37Q (166629.780000 sec): 3 clusters
  Score: Raw -2598456.201050 + Penalty 3328.844727 = -2595127.356323
  nChanged 27
		SP:Iteration 38Q (166630.120000 sec): 3 clusters
  Score: Raw -2598468.516777 + Penalty 3328.844727 = -2595139.672050
  nChanged 22
		SP:Iteration 39Q (166630.420000 sec): 3 clusters
  Score: Raw -2598485.000527 + Penalty 3328.844727 = -2595156.155800
  nChanged 25
		SP:Iteration 40F (166630.780000 sec): 3 clusters
  Score: Raw -2598497.261329 + Penalty 3328.844727 = -2595168.416602
  nChanged 19
		SP:Iteration 41Q (166631.140000 sec): 3 clusters
  Score: Raw -2598507.464566 + Penalty 3328.844727 = -2595178.619839
  nChanged 22
		SP:Iteration 42Q (166631.480000 sec): 3 clusters
  Score: Raw -2598521.158740 + Penalty 3328.844727 = -2595192.314013
  nChanged 32
		SP:Iteration 43Q (166631.830000 sec): 3 clusters
  Score: Raw -2598535.688614 + Penalty 3328.844727 = -2595206.843887
  nChanged 34
		SP:Iteration 44Q (166632.110000 sec): 3 clusters
  Score: Raw -2598546.694311 + Penalty 3328.844727 = -2595217.849584
  nChanged 22
		SP:Iteration 45Q (166632.440000 sec): 3 clusters
  Score: Raw -2598555.872787 + Penalty 3328.844727 = -2595227.028060
  nChanged 16
		SP:Iteration 46Q (166632.750000 sec): 3 clusters
  Score: Raw -2598561.273732 + Penalty 3328.844727 = -2595232.429005
  nChanged 9
		SP:Iteration 47Q (166633.080000 sec): 3 clusters
  Score: Raw -2598563.505605 + Penalty 3328.844727 = -2595234.660878
  nChanged 6
		SP:Iteration 48Q (166633.400000 sec): 3 clusters
  Score: Raw -2598564.671221 + Penalty 3328.844727 = -2595235.826494
  nChanged 5
		SP:Iteration 49Q (166633.750000 sec): 3 clusters
  Score: Raw -2598565.366968 + Penalty 3328.844727 = -2595236.522241
  nChanged 4
		SP:Iteration 50Q (166634.110000 sec): 3 clusters
  Score: Raw -2598566.230929 + Penalty 3328.844727 = -2595237.386202
  nChanged 3
		SP:Iteration 51Q (166634.480000 sec): 3 clusters
  Score: Raw -2598567.277092 + Penalty 3328.844727 = -2595238.432365
  nChanged 6
		SP:Iteration 52Q (166634.840000 sec): 3 clusters
  Score: Raw -2598568.756466 + Penalty 3328.844727 = -2595239.911739
  nChanged 5
		SP:Iteration 53Q (166635.150000 sec): 3 clusters
  Score: Raw -2598569.739933 + Penalty 3328.844727 = -2595240.895206
  nChanged 4
		SP:Iteration 54Q (166635.440000 sec): 3 clusters
  Score: Raw -2598571.019929 + Penalty 3328.844727 = -2595242.175202
  nChanged 6
		SP:Iteration 55Q (166635.820000 sec): 3 clusters
  Score: Raw -2598572.639904 + Penalty 3328.844727 = -2595243.795177
  nChanged 8
		SP:Iteration 56Q (166636.120000 sec): 3 clusters
  Score: Raw -2598575.207970 + Penalty 3328.844727 = -2595246.363243
  nChanged 14
		SP:Iteration 57Q (166636.420000 sec): 3 clusters
  Score: Raw -2598579.570041 + Penalty 3328.844727 = -2595250.725314
  nChanged 16
		SP:Iteration 58Q (166636.730000 sec): 3 clusters
  Score: Raw -2598583.346346 + Penalty 3328.844727 = -2595254.501619
  nChanged 7
		SP:Iteration 59Q (166637.080000 sec): 3 clusters
  Score: Raw -2598585.691160 + Penalty 3328.844727 = -2595256.846433
  nChanged 7
		SP:Iteration 60F (166637.420000 sec): 3 clusters
  Score: Raw -2598587.987567 + Penalty 3328.844727 = -2595259.142840
  nChanged 11
		SP:Iteration 61Q (166637.780000 sec): 3 clusters
  Score: Raw -2598591.927676 + Penalty 3328.844727 = -2595263.082949
  nChanged 13
		SP:Iteration 62Q (166638.060000 sec): 3 clusters
  Score: Raw -2598596.879733 + Penalty 3328.844727 = -2595268.035006
  nChanged 8
		SP:Iteration 63Q (166638.400000 sec): 3 clusters
  Score: Raw -2598601.192610 + Penalty 3328.844727 = -2595272.347883
  nChanged 13
		SP:Iteration 64Q (166638.680000 sec): 3 clusters
  Score: Raw -2598606.785881 + Penalty 3328.844727 = -2595277.941154
  nChanged 8
		SP:Iteration 65Q (166639.040000 sec): 3 clusters
  Score: Raw -2598608.402801 + Penalty 3328.844727 = -2595279.558074
  nChanged 9
		SP:Iteration 66Q (166639.380000 sec): 3 clusters
  Score: Raw -2598611.845355 + Penalty 3328.844727 = -2595283.000628
  nChanged 8
		SP:Iteration 67Q (166639.700000 sec): 3 clusters
  Score: Raw -2598613.740648 + Penalty 3328.844727 = -2595284.895921
  nChanged 2
		SP:Iteration 68Q (166640.010000 sec): 3 clusters
  Score: Raw -2598614.166677 + Penalty 3328.844727 = -2595285.321950
  nChanged 5
		SP:Iteration 69Q (166640.350000 sec): 3 clusters
  Score: Raw -2598615.307912 + Penalty 3328.844727 = -2595286.463185
  nChanged 5
		SP:Iteration 70Q (166640.630000 sec): 3 clusters
  Score: Raw -2598616.787378 + Penalty 3328.844727 = -2595287.942651
  nChanged 5
		SP:Iteration 71Q (166640.970000 sec): 3 clusters
  Score: Raw -2598618.297141 + Penalty 3328.844727 = -2595289.452414
  nChanged 6
		SP:Iteration 72Q (166641.260000 sec): 3 clusters
  Score: Raw -2598620.077244 + Penalty 3328.844727 = -2595291.232517
  nChanged 6
		SP:Iteration 73Q (166641.600000 sec): 3 clusters
  Score: Raw -2598621.554274 + Penalty 3328.844727 = -2595292.709547
  nChanged 5
		SP:Iteration 74Q (166641.910000 sec): 3 clusters
  Score: Raw -2598622.430160 + Penalty 3328.844727 = -2595293.585433
  nChanged 2
		SP:Iteration 75Q (166642.220000 sec): 3 clusters
  Score: Raw -2598623.107242 + Penalty 3328.844727 = -2595294.262515
  nChanged 1
		SP:Iteration 76Q (166642.530000 sec): 3 clusters
  Score: Raw -2598623.285651 + Penalty 3328.844727 = -2595294.440924
  nChanged 0
		SP:Iteration 77F (166642.890000 sec): 3 clusters
  Score: Raw -2598623.285651 + Penalty 3328.844727 = -2595294.440924
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (3712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166643.010000 sec): 2 clusters
  Score: Raw -271429.144012 + Penalty 1335.640490 = -270093.503522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166643.190000 sec): 3 clusters
  Score: Raw -269608.991391 + Penalty 2671.280981 = -266937.710410
  nChanged 1470
		SP:Iteration 1F (166643.330000 sec): 3 clusters
  Score: Raw -270532.310351 + Penalty 2671.280981 = -267861.029371
  nChanged 355
		SP:Iteration 2F (166643.480000 sec): 3 clusters
  Score: Raw -270817.980870 + Penalty 2671.280981 = -268146.699889
  nChanged 252
		SP:Iteration 3F (166643.620000 sec): 3 clusters
  Score: Raw -270998.666170 + Penalty 2671.280981 = -268327.385189
  nChanged 195
		SP:Iteration 4F (166643.770000 sec): 3 clusters
  Score: Raw -271155.884064 + Penalty 2671.280981 = -268484.603083
  nChanged 178
		SP:Iteration 5Q (166643.910000 sec): 3 clusters
  Score: Raw -271287.077182 + Penalty 2671.280981 = -268615.796201
  nChanged 142
		SP:Iteration 6Q (166644.060000 sec): 3 clusters
  Score: Raw -271393.121769 + Penalty 2671.280981 = -268721.840789
  nChanged 147
		SP:Iteration 7Q (166644.210000 sec): 3 clusters
  Score: Raw -271498.056959 + Penalty 2671.280981 = -268826.775979
  nChanged 116
		SP:Iteration 8Q (166644.350000 sec): 3 clusters
  Score: Raw -271583.316198 + Penalty 2671.280981 = -268912.035218
  nChanged 101
		SP:Iteration 9Q (166644.500000 sec): 3 clusters
  Score: Raw -271649.064357 + Penalty 2671.280981 = -268977.783377
  nChanged 93
		SP:Iteration 10Q (166644.660000 sec): 3 clusters
  Score: Raw -271705.433114 + Penalty 2671.280981 = -269034.152133
  nChanged 88
		SP:Iteration 11Q (166644.810000 sec): 3 clusters
  Score: Raw -271760.678416 + Penalty 2671.280981 = -269089.397435
  nChanged 79
		SP:Iteration 12Q (166644.970000 sec): 3 clusters
  Score: Raw -271807.651044 + Penalty 2671.280981 = -269136.370064
  nChanged 62
		SP:Iteration 13Q (166645.130000 sec): 3 clusters
  Score: Raw -271836.736075 + Penalty 2671.280981 = -269165.455094
  nChanged 52
		SP:Iteration 14Q (166645.290000 sec): 3 clusters
  Score: Raw -271859.996935 + Penalty 2671.280981 = -269188.715954
  nChanged 47
		SP:Iteration 15Q (166645.450000 sec): 3 clusters
  Score: Raw -271881.271247 + Penalty 2671.280981 = -269209.990267
  nChanged 40
		SP:Iteration 16Q (166645.650000 sec): 3 clusters
  Score: Raw -271898.628212 + Penalty 2671.280981 = -269227.347232
  nChanged 43
		SP:Iteration 17Q (166645.800000 sec): 3 clusters
  Score: Raw -271917.092989 + Penalty 2671.280981 = -269245.812009
  nChanged 42
		SP:Iteration 18Q (166645.950000 sec): 3 clusters
  Score: Raw -271938.144793 + Penalty 2671.280981 = -269266.863813
  nChanged 39
		SP:Iteration 19Q (166646.110000 sec): 3 clusters
  Score: Raw -271960.909169 + Penalty 2671.280981 = -269289.628188
  nChanged 30
		SP:Iteration 20F (166646.270000 sec): 3 clusters
  Score: Raw -271973.464915 + Penalty 2671.280981 = -269302.183934
  nChanged 29
		SP:Iteration 21Q (166646.420000 sec): 3 clusters
  Score: Raw -271983.916335 + Penalty 2671.280981 = -269312.635355
  nChanged 28
		SP:Iteration 22Q (166646.600000 sec): 3 clusters
  Score: Raw -271992.688209 + Penalty 2671.280981 = -269321.407228
  nChanged 14
		SP:Iteration 23Q (166646.770000 sec): 3 clusters
  Score: Raw -271996.026050 + Penalty 2671.280981 = -269324.745069
  nChanged 6
		SP:Iteration 24Q (166646.930000 sec): 3 clusters
  Score: Raw -271998.592836 + Penalty 2671.280981 = -269327.311856
  nChanged 8
		SP:Iteration 25Q (166647.080000 sec): 3 clusters
  Score: Raw -272000.182643 + Penalty 2671.280981 = -269328.901662
  nChanged 5
		SP:Iteration 26Q (166647.240000 sec): 3 clusters
  Score: Raw -272002.052269 + Penalty 2671.280981 = -269330.771288
  nChanged 5
		SP:Iteration 27Q (166647.390000 sec): 3 clusters
  Score: Raw -272003.407834 + Penalty 2671.280981 = -269332.126854
  nChanged 7
		SP:Iteration 28Q (166647.550000 sec): 3 clusters
  Score: Raw -272005.563189 + Penalty 2671.280981 = -269334.282208
  nChanged 4
		SP:Iteration 29Q (166647.710000 sec): 3 clusters
  Score: Raw -272006.521859 + Penalty 2671.280981 = -269335.240878
  nChanged 3
		SP:Iteration 30Q (166647.860000 sec): 3 clusters
  Score: Raw -272007.756087 + Penalty 2671.280981 = -269336.475106
  nChanged 4
		SP:Iteration 31Q (166648.010000 sec): 3 clusters
  Score: Raw -272008.688073 + Penalty 2671.280981 = -269337.407092
  nChanged 2
		SP:Iteration 32Q (166648.170000 sec): 3 clusters
  Score: Raw -272009.296225 + Penalty 2671.280981 = -269338.015244
  nChanged 1
		SP:Iteration 33Q (166648.330000 sec): 3 clusters
  Score: Raw -272009.491379 + Penalty 2671.280981 = -269338.210399
  nChanged 1
		SP:Iteration 34Q (166648.480000 sec): 3 clusters
  Score: Raw -272009.635685 + Penalty 2671.280981 = -269338.354705
  nChanged 0
		SP:Iteration 35F (166648.640000 sec): 3 clusters
  Score: Raw -272009.635685 + Penalty 2671.280981 = -269338.354705
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 75 (4851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166648.720000 sec): 2 clusters
  Score: Raw -338761.670549 + Penalty 1379.127774 = -337382.542775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166648.870000 sec): 3 clusters
  Score: Raw -336350.318787 + Penalty 2758.255548 = -333592.063239
  nChanged 1932
		SP:Iteration 1F (166649.030000 sec): 3 clusters
  Score: Raw -337698.319201 + Penalty 2758.255548 = -334940.063653
  nChanged 467
		SP:Iteration 2F (166649.230000 sec): 3 clusters
  Score: Raw -338100.841111 + Penalty 2758.255548 = -335342.585562
  nChanged 369
		SP:Iteration 3F (166649.370000 sec): 3 clusters
  Score: Raw -338412.500517 + Penalty 2758.255548 = -335654.244969
  nChanged 286
		SP:Iteration 4F (166649.530000 sec): 3 clusters
  Score: Raw -338625.585185 + Penalty 2758.255548 = -335867.329636
  nChanged 235
		SP:Iteration 5Q (166649.680000 sec): 3 clusters
  Score: Raw -338774.205034 + Penalty 2758.255548 = -336015.949486
  nChanged 174
		SP:Iteration 6Q (166649.840000 sec): 3 clusters
  Score: Raw -338885.016982 + Penalty 2758.255548 = -336126.761434
  nChanged 146
		SP:Iteration 7Q (166650.000000 sec): 3 clusters
  Score: Raw -338974.571739 + Penalty 2758.255548 = -336216.316191
  nChanged 111
		SP:Iteration 8Q (166650.160000 sec): 3 clusters
  Score: Raw -339035.182662 + Penalty 2758.255548 = -336276.927113
  nChanged 102
		SP:Iteration 9Q (166650.320000 sec): 3 clusters
  Score: Raw -339089.361281 + Penalty 2758.255548 = -336331.105732
  nChanged 100
		SP:Iteration 10Q (166650.480000 sec): 3 clusters
  Score: Raw -339149.643829 + Penalty 2758.255548 = -336391.388281
  nChanged 83
		SP:Iteration 11Q (166650.640000 sec): 3 clusters
  Score: Raw -339193.426877 + Penalty 2758.255548 = -336435.171329
  nChanged 77
		SP:Iteration 12Q (166650.800000 sec): 3 clusters
  Score: Raw -339228.727499 + Penalty 2758.255548 = -336470.471951
  nChanged 64
		SP:Iteration 13Q (166650.960000 sec): 3 clusters
  Score: Raw -339262.756751 + Penalty 2758.255548 = -336504.501203
  nChanged 52
		SP:Iteration 14Q (166651.120000 sec): 3 clusters
  Score: Raw -339289.283924 + Penalty 2758.255548 = -336531.028376
  nChanged 42
		SP:Iteration 15Q (166651.280000 sec): 3 clusters
  Score: Raw -339313.587723 + Penalty 2758.255548 = -336555.332175
  nChanged 42
		SP:Iteration 16Q (166651.440000 sec): 3 clusters
  Score: Raw -339335.831984 + Penalty 2758.255548 = -336577.576436
  nChanged 46
		SP:Iteration 17Q (166651.590000 sec): 3 clusters
  Score: Raw -339357.016479 + Penalty 2758.255548 = -336598.760931
  nChanged 46
		SP:Iteration 18Q (166651.750000 sec): 3 clusters
  Score: Raw -339381.527133 + Penalty 2758.255548 = -336623.271585
  nChanged 43
		SP:Iteration 19Q (166651.910000 sec): 3 clusters
  Score: Raw -339404.972067 + Penalty 2758.255548 = -336646.716519
  nChanged 34
		SP:Iteration 20F (166652.070000 sec): 3 clusters
  Score: Raw -339421.975337 + Penalty 2758.255548 = -336663.719789
  nChanged 39
		SP:Iteration 21Q (166652.230000 sec): 3 clusters
  Score: Raw -339441.652740 + Penalty 2758.255548 = -336683.397191
  nChanged 36
		SP:Iteration 22Q (166652.430000 sec): 3 clusters
  Score: Raw -339461.047781 + Penalty 2758.255548 = -336702.792233
  nChanged 25
		SP:Iteration 23Q (166652.550000 sec): 3 clusters
  Score: Raw -339471.738687 + Penalty 2758.255548 = -336713.483139
  nChanged 16
		SP:Iteration 24Q (166652.740000 sec): 3 clusters
  Score: Raw -339477.031882 + Penalty 2758.255548 = -336718.776334
  nChanged 9
		SP:Iteration 25Q (166652.870000 sec): 3 clusters
  Score: Raw -339479.532111 + Penalty 2758.255548 = -336721.276562
  nChanged 10
		SP:Iteration 26Q (166653.020000 sec): 3 clusters
  Score: Raw -339482.187199 + Penalty 2758.255548 = -336723.931651
  nChanged 9
		SP:Iteration 27Q (166653.160000 sec): 3 clusters
  Score: Raw -339487.541029 + Penalty 2758.255548 = -336729.285481
  nChanged 12
		SP:Iteration 28Q (166653.330000 sec): 3 clusters
  Score: Raw -339493.482688 + Penalty 2758.255548 = -336735.227140
  nChanged 18
		SP:Iteration 29Q (166653.490000 sec): 3 clusters
  Score: Raw -339503.553658 + Penalty 2758.255548 = -336745.298110
  nChanged 27
		SP:Iteration 30Q (166653.640000 sec): 3 clusters
  Score: Raw -339518.216098 + Penalty 2758.255548 = -336759.960550
  nChanged 21
		SP:Iteration 31Q (166653.800000 sec): 3 clusters
  Score: Raw -339532.298096 + Penalty 2758.255548 = -336774.042548
  nChanged 26
		SP:Iteration 32Q (166653.960000 sec): 3 clusters
  Score: Raw -339546.391064 + Penalty 2758.255548 = -336788.135516
  nChanged 26
		SP:Iteration 33Q (166654.190000 sec): 3 clusters
  Score: Raw -339559.986815 + Penalty 2758.255548 = -336801.731267
  nChanged 16
		SP:Iteration 34Q (166654.320000 sec): 3 clusters
  Score: Raw -339568.895398 + Penalty 2758.255548 = -336810.639850
  nChanged 17
		SP:Iteration 35Q (166654.480000 sec): 3 clusters
  Score: Raw -339578.220967 + Penalty 2758.255548 = -336819.965419
  nChanged 19
		SP:Iteration 36Q (166654.630000 sec): 3 clusters
  Score: Raw -339587.952641 + Penalty 2758.255548 = -336829.697093
  nChanged 12
		SP:Iteration 37Q (166654.790000 sec): 3 clusters
  Score: Raw -339598.926043 + Penalty 2758.255548 = -336840.670495
  nChanged 17
		SP:Iteration 38Q (166654.940000 sec): 3 clusters
  Score: Raw -339608.965923 + Penalty 2758.255548 = -336850.710375
  nChanged 13
		SP:Iteration 39Q (166655.100000 sec): 3 clusters
  Score: Raw -339617.246664 + Penalty 2758.255548 = -336858.991116
  nChanged 11
		SP:Iteration 40F (166655.250000 sec): 3 clusters
  Score: Raw -339622.582137 + Penalty 2758.255548 = -336864.326589
  nChanged 12
		SP:Iteration 41Q (166655.430000 sec): 3 clusters
  Score: Raw -339630.354577 + Penalty 2758.255548 = -336872.099029
  nChanged 10
		SP:Iteration 42Q (166655.560000 sec): 3 clusters
  Score: Raw -339637.822122 + Penalty 2758.255548 = -336879.566574
  nChanged 12
		SP:Iteration 43Q (166655.720000 sec): 3 clusters
  Score: Raw -339643.795831 + Penalty 2758.255548 = -336885.540282
  nChanged 6
		SP:Iteration 44Q (166655.880000 sec): 3 clusters
  Score: Raw -339645.643182 + Penalty 2758.255548 = -336887.387634
  nChanged 1
		SP:Iteration 45Q (166656.040000 sec): 3 clusters
  Score: Raw -339645.973673 + Penalty 2758.255548 = -336887.718124
  nChanged 3
		SP:Iteration 46Q (166656.200000 sec): 3 clusters
  Score: Raw -339647.528792 + Penalty 2758.255548 = -336889.273244
  nChanged 4
		SP:Iteration 47Q (166656.360000 sec): 3 clusters
  Score: Raw -339649.287377 + Penalty 2758.255548 = -336891.031829
  nChanged 4
		SP:Iteration 48Q (166656.520000 sec): 3 clusters
  Score: Raw -339650.835484 + Penalty 2758.255548 = -336892.579935
  nChanged 2
		SP:Iteration 49Q (166656.670000 sec): 3 clusters
  Score: Raw -339651.383629 + Penalty 2758.255548 = -336893.128081
  nChanged 3
		SP:Iteration 50Q (166656.830000 sec): 3 clusters
  Score: Raw -339653.759789 + Penalty 2758.255548 = -336895.504240
  nChanged 3
		SP:Iteration 51Q (166656.980000 sec): 3 clusters
  Score: Raw -339654.932873 + Penalty 2758.255548 = -336896.677324
  nChanged 5
		SP:Iteration 52Q (166657.140000 sec): 3 clusters
  Score: Raw -339656.952820 + Penalty 2758.255548 = -336898.697272
  nChanged 9
		SP:Iteration 53Q (166657.300000 sec): 3 clusters
  Score: Raw -339662.573783 + Penalty 2758.255548 = -336904.318235
  nChanged 7
		SP:Iteration 54Q (166657.470000 sec): 3 clusters
  Score: Raw -339666.940801 + Penalty 2758.255548 = -336908.685253
  nChanged 7
		SP:Iteration 55Q (166657.610000 sec): 3 clusters
  Score: Raw -339670.662648 + Penalty 2758.255548 = -336912.407100
  nChanged 5
		SP:Iteration 56Q (166657.760000 sec): 3 clusters
  Score: Raw -339673.122442 + Penalty 2758.255548 = -336914.866894
  nChanged 4
		SP:Iteration 57Q (166657.920000 sec): 3 clusters
  Score: Raw -339674.543543 + Penalty 2758.255548 = -336916.287995
  nChanged 3
		SP:Iteration 58Q (166658.100000 sec): 3 clusters
  Score: Raw -339676.412038 + Penalty 2758.255548 = -336918.156490
  nChanged 2
		SP:Iteration 59Q (166658.270000 sec): 3 clusters
  Score: Raw -339676.851141 + Penalty 2758.255548 = -336918.595593
  nChanged 1
		SP:Iteration 60F (166658.400000 sec): 3 clusters
  Score: Raw -339677.221686 + Penalty 2758.255548 = -336918.966138
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 76 (4150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166658.500000 sec): 2 clusters
  Score: Raw -423961.328851 + Penalty 1353.765337 = -422607.563514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166658.690000 sec): 3 clusters
  Score: Raw -421891.538663 + Penalty 2707.530674 = -419184.007989
  nChanged 1654
		SP:Iteration 1F (166658.830000 sec): 3 clusters
  Score: Raw -422873.783374 + Penalty 2707.530674 = -420166.252700
  nChanged 340
		SP:Iteration 2F (166658.980000 sec): 3 clusters
  Score: Raw -423094.223653 + Penalty 2707.530674 = -420386.692979
  nChanged 258
		SP:Iteration 3F (166659.140000 sec): 3 clusters
  Score: Raw -423250.815412 + Penalty 2707.530674 = -420543.284738
  nChanged 187
		SP:Iteration 4Q (166659.300000 sec): 3 clusters
  Score: Raw -423348.430217 + Penalty 2707.530674 = -420640.899542
  nChanged 133
		SP:Iteration 5Q (166659.450000 sec): 3 clusters
  Score: Raw -423427.643464 + Penalty 2707.530674 = -420720.112790
  nChanged 102
		SP:Iteration 6Q (166659.610000 sec): 3 clusters
  Score: Raw -423488.459486 + Penalty 2707.530674 = -420780.928811
  nChanged 110
		SP:Iteration 7Q (166659.760000 sec): 3 clusters
  Score: Raw -423550.337883 + Penalty 2707.530674 = -420842.807208
  nChanged 86
		SP:Iteration 8Q (166659.940000 sec): 3 clusters
  Score: Raw -423593.853173 + Penalty 2707.530674 = -420886.322499
  nChanged 76
		SP:Iteration 9Q (166660.080000 sec): 3 clusters
  Score: Raw -423638.419130 + Penalty 2707.530674 = -420930.888455
  nChanged 68
		SP:Iteration 10Q (166660.230000 sec): 3 clusters
  Score: Raw -423681.471387 + Penalty 2707.530674 = -420973.940712
  nChanged 75
		SP:Iteration 11Q (166660.390000 sec): 3 clusters
  Score: Raw -423727.450329 + Penalty 2707.530674 = -421019.919655
  nChanged 79
		SP:Iteration 12Q (166660.530000 sec): 3 clusters
  Score: Raw -423771.453786 + Penalty 2707.530674 = -421063.923112
  nChanged 58
		SP:Iteration 13Q (166660.680000 sec): 3 clusters
  Score: Raw -423799.005934 + Penalty 2707.530674 = -421091.475260
  nChanged 52
		SP:Iteration 14Q (166660.860000 sec): 3 clusters
  Score: Raw -423831.954009 + Penalty 2707.530674 = -421124.423334
  nChanged 50
		SP:Iteration 15Q (166660.990000 sec): 3 clusters
  Score: Raw -423863.296350 + Penalty 2707.530674 = -421155.765676
  nChanged 45
		SP:Iteration 16Q (166661.110000 sec): 3 clusters
  Score: Raw -423894.702239 + Penalty 2707.530674 = -421187.171565
  nChanged 41
		SP:Iteration 17Q (166661.240000 sec): 3 clusters
  Score: Raw -423923.296783 + Penalty 2707.530674 = -421215.766109
  nChanged 44
		SP:Iteration 18Q (166661.370000 sec): 3 clusters
  Score: Raw -423950.328874 + Penalty 2707.530674 = -421242.798200
  nChanged 34
		SP:Iteration 19Q (166661.490000 sec): 3 clusters
  Score: Raw -423973.759711 + Penalty 2707.530674 = -421266.229037
  nChanged 36
		SP:Iteration 20F (166661.620000 sec): 3 clusters
  Score: Raw -423997.937140 + Penalty 2707.530674 = -421290.406466
  nChanged 21
		SP:Iteration 21Q (166661.750000 sec): 3 clusters
  Score: Raw -424014.203275 + Penalty 2707.530674 = -421306.672601
  nChanged 21
		SP:Iteration 22Q (166661.880000 sec): 3 clusters
  Score: Raw -424027.532162 + Penalty 2707.530674 = -421320.001488
  nChanged 23
		SP:Iteration 23Q (166662.010000 sec): 3 clusters
  Score: Raw -424043.016407 + Penalty 2707.530674 = -421335.485733
  nChanged 18
		SP:Iteration 24Q (166662.150000 sec): 3 clusters
  Score: Raw -424056.939990 + Penalty 2707.530674 = -421349.409315
  nChanged 18
		SP:Iteration 25Q (166662.320000 sec): 3 clusters
  Score: Raw -424069.088201 + Penalty 2707.530674 = -421361.557527
  nChanged 18
		SP:Iteration 26Q (166662.460000 sec): 3 clusters
  Score: Raw -424081.554570 + Penalty 2707.530674 = -421374.023895
  nChanged 12
		SP:Iteration 27Q (166662.630000 sec): 3 clusters
  Score: Raw -424089.792354 + Penalty 2707.530674 = -421382.261680
  nChanged 8
		SP:Iteration 28Q (166662.800000 sec): 3 clusters
  Score: Raw -424094.968143 + Penalty 2707.530674 = -421387.437469
  nChanged 8
		SP:Iteration 29Q (166662.950000 sec): 3 clusters
  Score: Raw -424100.397311 + Penalty 2707.530674 = -421392.866636
  nChanged 3
		SP:Iteration 30Q (166663.110000 sec): 3 clusters
  Score: Raw -424102.259387 + Penalty 2707.530674 = -421394.728713
  nChanged 3
		SP:Iteration 31Q (166663.270000 sec): 3 clusters
  Score: Raw -424104.012150 + Penalty 2707.530674 = -421396.481476
  nChanged 7
		SP:Iteration 32Q (166663.430000 sec): 3 clusters
  Score: Raw -424108.427273 + Penalty 2707.530674 = -421400.896599
  nChanged 7
		SP:Iteration 33Q (166663.590000 sec): 3 clusters
  Score: Raw -424116.466582 + Penalty 2707.530674 = -421408.935907
  nChanged 6
		SP:Iteration 34Q (166663.760000 sec): 3 clusters
  Score: Raw -424121.387168 + Penalty 2707.530674 = -421413.856494
  nChanged 4
		SP:Iteration 35Q (166663.920000 sec): 3 clusters
  Score: Raw -424124.701569 + Penalty 2707.530674 = -421417.170895
  nChanged 3
		SP:Iteration 36Q (166664.090000 sec): 3 clusters
  Score: Raw -424126.758464 + Penalty 2707.530674 = -421419.227790
  nChanged 2
		SP:Iteration 37Q (166664.260000 sec): 3 clusters
  Score: Raw -424128.100539 + Penalty 2707.530674 = -421420.569865
  nChanged 3
		SP:Iteration 38Q (166664.420000 sec): 3 clusters
  Score: Raw -424130.715107 + Penalty 2707.530674 = -421423.184433
  nChanged 4
		SP:Iteration 39Q (166664.580000 sec): 3 clusters
  Score: Raw -424133.690813 + Penalty 2707.530674 = -421426.160139
  nChanged 3
		SP:Iteration 40F (166664.740000 sec): 3 clusters
  Score: Raw -424135.758298 + Penalty 2707.530674 = -421428.227623
  nChanged 2
		SP:Iteration 41Q (166664.910000 sec): 3 clusters
  Score: Raw -424137.331783 + Penalty 2707.530674 = -421429.801109
  nChanged 2
		SP:Iteration 42Q (166665.070000 sec): 3 clusters
  Score: Raw -424138.622107 + Penalty 2707.530674 = -421431.091432
  nChanged 1
		SP:Iteration 43Q (166665.260000 sec): 3 clusters
  Score: Raw -424139.309033 + Penalty 2707.530674 = -421431.778359
  nChanged 1
		SP:Iteration 44Q (166665.400000 sec): 3 clusters
  Score: Raw -424140.012470 + Penalty 2707.530674 = -421432.481795
  nChanged 1
		SP:Iteration 45Q (166665.550000 sec): 3 clusters
  Score: Raw -424140.553261 + Penalty 2707.530674 = -421433.022587
  nChanged 1
		SP:Iteration 46Q (166665.720000 sec): 3 clusters
  Score: Raw -424141.171680 + Penalty 2707.530674 = -421433.641006
  nChanged 1
		SP:Iteration 47Q (166665.870000 sec): 3 clusters
  Score: Raw -424141.838309 + Penalty 2707.530674 = -421434.307635
  nChanged 1
		SP:Iteration 48Q (166666.030000 sec): 3 clusters
  Score: Raw -424142.417056 + Penalty 2707.530674 = -421434.886381
  nChanged 1
		SP:Iteration 49Q (166666.180000 sec): 3 clusters
  Score: Raw -424143.249729 + Penalty 2707.530674 = -421435.719055
  nChanged 1
		SP:Iteration 50Q (166666.330000 sec): 3 clusters
  Score: Raw -424144.062667 + Penalty 2707.530674 = -421436.531993
  nChanged 1
		SP:Iteration 51Q (166666.480000 sec): 3 clusters
  Score: Raw -424144.784317 + Penalty 2707.530674 = -421437.253642
  nChanged 0
		SP:Iteration 52F (166666.650000 sec): 3 clusters
  Score: Raw -424144.784317 + Penalty 2707.530674 = -421437.253642
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 77 (3548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166666.750000 sec): 2 clusters
  Score: Raw -289225.108437 + Penalty 1328.297643 = -287896.810794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166666.920000 sec): 3 clusters
  Score: Raw -287488.254892 + Penalty 2656.595287 = -284831.659605
  nChanged 1380
		SP:Iteration 1F (166667.070000 sec): 3 clusters
  Score: Raw -288336.432408 + Penalty 2656.595287 = -285679.837122
  nChanged 325
		SP:Iteration 2F (166667.230000 sec): 3 clusters
  Score: Raw -288626.385602 + Penalty 2656.595287 = -285969.790315
  nChanged 239
		SP:Iteration 3F (166667.390000 sec): 3 clusters
  Score: Raw -288864.637835 + Penalty 2656.595287 = -286208.042549
  nChanged 251
		SP:Iteration 4F (166667.540000 sec): 3 clusters
  Score: Raw -289101.789647 + Penalty 2656.595287 = -286445.194360
  nChanged 216
		SP:Iteration 5F (166667.700000 sec): 3 clusters
  Score: Raw -289265.044351 + Penalty 2656.595287 = -286608.449064
  nChanged 159
		SP:Iteration 6Q (166667.860000 sec): 3 clusters
  Score: Raw -289384.072195 + Penalty 2656.595287 = -286727.476908
  nChanged 139
		SP:Iteration 7Q (166668.020000 sec): 3 clusters
  Score: Raw -289481.464380 + Penalty 2656.595287 = -286824.869093
  nChanged 104
		SP:Iteration 8Q (166668.180000 sec): 3 clusters
  Score: Raw -289541.254341 + Penalty 2656.595287 = -286884.659054
  nChanged 68
		SP:Iteration 9Q (166668.340000 sec): 3 clusters
  Score: Raw -289580.322928 + Penalty 2656.595287 = -286923.727641
  nChanged 44
		SP:Iteration 10Q (166668.500000 sec): 3 clusters
  Score: Raw -289602.809846 + Penalty 2656.595287 = -286946.214559
  nChanged 38
		SP:Iteration 11Q (166668.650000 sec): 3 clusters
  Score: Raw -289618.750971 + Penalty 2656.595287 = -286962.155684
  nChanged 31
		SP:Iteration 12Q (166668.810000 sec): 3 clusters
  Score: Raw -289634.901512 + Penalty 2656.595287 = -286978.306225
  nChanged 34
		SP:Iteration 13Q (166668.970000 sec): 3 clusters
  Score: Raw -289648.771537 + Penalty 2656.595287 = -286992.176250
  nChanged 19
		SP:Iteration 14Q (166669.140000 sec): 3 clusters
  Score: Raw -289656.782760 + Penalty 2656.595287 = -287000.187473
  nChanged 20
		SP:Iteration 15Q (166669.290000 sec): 3 clusters
  Score: Raw -289665.914725 + Penalty 2656.595287 = -287009.319438
  nChanged 25
		SP:Iteration 16Q (166669.450000 sec): 3 clusters
  Score: Raw -289678.468916 + Penalty 2656.595287 = -287021.873629
  nChanged 26
		SP:Iteration 17Q (166669.600000 sec): 3 clusters
  Score: Raw -289692.950471 + Penalty 2656.595287 = -287036.355185
  nChanged 29
		SP:Iteration 18Q (166669.760000 sec): 3 clusters
  Score: Raw -289706.965512 + Penalty 2656.595287 = -287050.370226
  nChanged 33
		SP:Iteration 19Q (166669.940000 sec): 3 clusters
  Score: Raw -289722.856638 + Penalty 2656.595287 = -287066.261351
  nChanged 23
		SP:Iteration 20F (166670.090000 sec): 3 clusters
  Score: Raw -289732.788063 + Penalty 2656.595287 = -287076.192777
  nChanged 23
		SP:Iteration 21Q (166670.270000 sec): 3 clusters
  Score: Raw -289744.068550 + Penalty 2656.595287 = -287087.473263
  nChanged 22
		SP:Iteration 22Q (166670.420000 sec): 3 clusters
  Score: Raw -289753.091225 + Penalty 2656.595287 = -287096.495938
  nChanged 18
		SP:Iteration 23Q (166670.590000 sec): 3 clusters
  Score: Raw -289761.694630 + Penalty 2656.595287 = -287105.099344
  nChanged 20
		SP:Iteration 24Q (166670.740000 sec): 3 clusters
  Score: Raw -289769.084017 + Penalty 2656.595287 = -287112.488731
  nChanged 10
		SP:Iteration 25Q (166670.900000 sec): 3 clusters
  Score: Raw -289772.467861 + Penalty 2656.595287 = -287115.872575
  nChanged 10
		SP:Iteration 26Q (166671.050000 sec): 3 clusters
  Score: Raw -289774.883267 + Penalty 2656.595287 = -287118.287981
  nChanged 9
		SP:Iteration 27Q (166671.200000 sec): 3 clusters
  Score: Raw -289778.170144 + Penalty 2656.595287 = -287121.574857
  nChanged 11
		SP:Iteration 28Q (166671.360000 sec): 3 clusters
  Score: Raw -289782.259975 + Penalty 2656.595287 = -287125.664689
  nChanged 8
		SP:Iteration 29Q (166671.520000 sec): 3 clusters
  Score: Raw -289786.326411 + Penalty 2656.595287 = -287129.731124
  nChanged 11
		SP:Iteration 30Q (166671.680000 sec): 3 clusters
  Score: Raw -289789.230694 + Penalty 2656.595287 = -287132.635407
  nChanged 6
		SP:Iteration 31Q (166671.850000 sec): 3 clusters
  Score: Raw -289790.832227 + Penalty 2656.595287 = -287134.236940
  nChanged 3
		SP:Iteration 32Q (166672.010000 sec): 3 clusters
  Score: Raw -289791.201942 + Penalty 2656.595287 = -287134.606655
  nChanged 2
		SP:Iteration 33Q (166672.160000 sec): 3 clusters
  Score: Raw -289791.869852 + Penalty 2656.595287 = -287135.274565
  nChanged 4
		SP:Iteration 34Q (166672.320000 sec): 3 clusters
  Score: Raw -289792.758013 + Penalty 2656.595287 = -287136.162726
  nChanged 2
		SP:Iteration 35Q (166672.480000 sec): 3 clusters
  Score: Raw -289793.311604 + Penalty 2656.595287 = -287136.716318
  nChanged 4
		SP:Iteration 36Q (166672.640000 sec): 3 clusters
  Score: Raw -289794.464050 + Penalty 2656.595287 = -287137.868763
  nChanged 2
		SP:Iteration 37Q (166672.800000 sec): 3 clusters
  Score: Raw -289795.187491 + Penalty 2656.595287 = -287138.592204
  nChanged 1
		SP:Iteration 38Q (166672.960000 sec): 3 clusters
  Score: Raw -289795.452005 + Penalty 2656.595287 = -287138.856718
  nChanged 1
		SP:Iteration 39Q (166673.120000 sec): 3 clusters
  Score: Raw -289795.550568 + Penalty 2656.595287 = -287138.955282
  nChanged 2
		SP:Iteration 40F (166673.280000 sec): 3 clusters
  Score: Raw -289796.195574 + Penalty 2656.595287 = -287139.600287
  nChanged 2
		SP:Iteration 41Q (166673.440000 sec): 3 clusters
  Score: Raw -289796.806072 + Penalty 2656.595287 = -287140.210786
  nChanged 0
		SP:Iteration 42F (166673.600000 sec): 3 clusters
  Score: Raw -289796.806072 + Penalty 2656.595287 = -287140.210786
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 78 (16068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166673.830000 sec): 2 clusters
  Score: Raw -1392337.732894 + Penalty 1573.745062 = -1390763.987832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166674.040000 sec): 3 clusters
  Score: Raw -1382854.430147 + Penalty 3147.490124 = -1379706.940024
  nChanged 7196
		SP:Iteration 1F (166674.310000 sec): 3 clusters
  Score: Raw -1386946.530860 + Penalty 3147.490124 = -1383799.040736
  nChanged 1140
		SP:Iteration 2F (166674.640000 sec): 3 clusters
  Score: Raw -1387695.968311 + Penalty 3147.490124 = -1384548.478188
  nChanged 1172
		SP:Iteration 3F (166675.020000 sec): 3 clusters
  Score: Raw -1388533.314625 + Penalty 3147.490124 = -1385385.824502
  nChanged 1114
		SP:Iteration 4F (166675.230000 sec): 3 clusters
  Score: Raw -1389250.650540 + Penalty 3147.490124 = -1386103.160416
  nChanged 1000
		SP:Iteration 5F (166675.500000 sec): 3 clusters
  Score: Raw -1389839.762735 + Penalty 3147.490124 = -1386692.272611
  nChanged 878
		SP:Iteration 6F (166675.790000 sec): 3 clusters
  Score: Raw -1390304.859421 + Penalty 3147.490124 = -1387157.369298
  nChanged 660
		SP:Iteration 7Q (166676.060000 sec): 3 clusters
  Score: Raw -1390618.786299 + Penalty 3147.490124 = -1387471.296176
  nChanged 564
		SP:Iteration 8Q (166676.330000 sec): 3 clusters
  Score: Raw -1390841.780495 + Penalty 3147.490124 = -1387694.290372
  nChanged 467
		SP:Iteration 9Q (166676.620000 sec): 3 clusters
  Score: Raw -1390999.676957 + Penalty 3147.490124 = -1387852.186833
  nChanged 369
		SP:Iteration 10Q (166676.900000 sec): 3 clusters
  Score: Raw -1391104.102207 + Penalty 3147.490124 = -1387956.612083
  nChanged 290
		SP:Iteration 11Q (166677.160000 sec): 3 clusters
  Score: Raw -1391172.133612 + Penalty 3147.490124 = -1388024.643489
  nChanged 221
		SP:Iteration 12Q (166677.440000 sec): 3 clusters
  Score: Raw -1391222.272102 + Penalty 3147.490124 = -1388074.781979
  nChanged 200
		SP:Iteration 13Q (166677.740000 sec): 3 clusters
  Score: Raw -1391268.197926 + Penalty 3147.490124 = -1388120.707803
  nChanged 175
		SP:Iteration 14Q (166678.010000 sec): 3 clusters
  Score: Raw -1391306.610096 + Penalty 3147.490124 = -1388159.119972
  nChanged 182
		SP:Iteration 15Q (166678.280000 sec): 3 clusters
  Score: Raw -1391347.412338 + Penalty 3147.490124 = -1388199.922214
  nChanged 182
		SP:Iteration 16Q (166678.560000 sec): 3 clusters
  Score: Raw -1391397.791504 + Penalty 3147.490124 = -1388250.301380
  nChanged 192
		SP:Iteration 17Q (166678.840000 sec): 3 clusters
  Score: Raw -1391458.803679 + Penalty 3147.490124 = -1388311.313555
  nChanged 222
		SP:Iteration 18Q (166679.150000 sec): 3 clusters
  Score: Raw -1391541.050510 + Penalty 3147.490124 = -1388393.560386
  nChanged 260
		SP:Iteration 19Q (166679.380000 sec): 3 clusters
  Score: Raw -1391645.826590 + Penalty 3147.490124 = -1388498.336466
  nChanged 270
		SP:Iteration 20F (166679.700000 sec): 3 clusters
  Score: Raw -1391761.992746 + Penalty 3147.490124 = -1388614.502622
  nChanged 282
		SP:Iteration 21Q (166679.960000 sec): 3 clusters
  Score: Raw -1391894.131598 + Penalty 3147.490124 = -1388746.641474
  nChanged 270
		SP:Iteration 22Q (166680.250000 sec): 3 clusters
  Score: Raw -1392009.353176 + Penalty 3147.490124 = -1388861.863053
  nChanged 244
		SP:Iteration 23Q (166680.480000 sec): 3 clusters
  Score: Raw -1392114.730190 + Penalty 3147.490124 = -1388967.240067
  nChanged 257
		SP:Iteration 24Q (166680.790000 sec): 3 clusters
  Score: Raw -1392231.014472 + Penalty 3147.490124 = -1389083.524348
  nChanged 254
		SP:Iteration 25Q (166681.140000 sec): 3 clusters
  Score: Raw -1392349.787640 + Penalty 3147.490124 = -1389202.297516
  nChanged 249
		SP:Iteration 26Q (166681.370000 sec): 3 clusters
  Score: Raw -1392460.296866 + Penalty 3147.490124 = -1389312.806742
  nChanged 238
		SP:Iteration 27Q (166681.660000 sec): 3 clusters
  Score: Raw -1392558.033359 + Penalty 3147.490124 = -1389410.543235
  nChanged 210
		SP:Iteration 28Q (166681.930000 sec): 3 clusters
  Score: Raw -1392637.994624 + Penalty 3147.490124 = -1389490.504501
  nChanged 184
		SP:Iteration 29Q (166682.190000 sec): 3 clusters
  Score: Raw -1392703.909921 + Penalty 3147.490124 = -1389556.419797
  nChanged 174
		SP:Iteration 30Q (166682.500000 sec): 3 clusters
  Score: Raw -1392772.963507 + Penalty 3147.490124 = -1389625.473384
  nChanged 176
		SP:Iteration 31Q (166682.780000 sec): 3 clusters
  Score: Raw -1392845.087750 + Penalty 3147.490124 = -1389697.597627
  nChanged 164
		SP:Iteration 32Q (166683.070000 sec): 3 clusters
  Score: Raw -1392914.961437 + Penalty 3147.490124 = -1389767.471313
  nChanged 155
		SP:Iteration 33Q (166683.330000 sec): 3 clusters
  Score: Raw -1392975.757934 + Penalty 3147.490124 = -1389828.267811
  nChanged 136
		SP:Iteration 34Q (166683.590000 sec): 3 clusters
  Score: Raw -1393032.343465 + Penalty 3147.490124 = -1389884.853342
  nChanged 127
		SP:Iteration 35Q (166683.860000 sec): 3 clusters
  Score: Raw -1393074.572308 + Penalty 3147.490124 = -1389927.082184
  nChanged 90
		SP:Iteration 36Q (166684.120000 sec): 3 clusters
  Score: Raw -1393112.899975 + Penalty 3147.490124 = -1389965.409852
  nChanged 96
		SP:Iteration 37Q (166684.430000 sec): 3 clusters
  Score: Raw -1393151.558969 + Penalty 3147.490124 = -1390004.068846
  nChanged 66
		SP:Iteration 38Q (166684.670000 sec): 3 clusters
  Score: Raw -1393175.105168 + Penalty 3147.490124 = -1390027.615044
  nChanged 55
		SP:Iteration 39Q (166684.930000 sec): 3 clusters
  Score: Raw -1393193.389239 + Penalty 3147.490124 = -1390045.899115
  nChanged 45
		SP:Iteration 40F (166685.220000 sec): 3 clusters
  Score: Raw -1393204.444962 + Penalty 3147.490124 = -1390056.954838
  nChanged 38
		SP:Iteration 41Q (166685.540000 sec): 3 clusters
  Score: Raw -1393215.670273 + Penalty 3147.490124 = -1390068.180150
  nChanged 40
		SP:Iteration 42Q (166685.820000 sec): 3 clusters
  Score: Raw -1393229.447611 + Penalty 3147.490124 = -1390081.957487
  nChanged 35
		SP:Iteration 43Q (166686.080000 sec): 3 clusters
  Score: Raw -1393240.094966 + Penalty 3147.490124 = -1390092.604842
  nChanged 35
		SP:Iteration 44Q (166686.340000 sec): 3 clusters
  Score: Raw -1393250.776949 + Penalty 3147.490124 = -1390103.286825
  nChanged 31
		SP:Iteration 45Q (166686.600000 sec): 3 clusters
  Score: Raw -1393258.831658 + Penalty 3147.490124 = -1390111.341534
  nChanged 26
		SP:Iteration 46Q (166686.870000 sec): 3 clusters
  Score: Raw -1393265.392201 + Penalty 3147.490124 = -1390117.902077
  nChanged 24
		SP:Iteration 47Q (166687.150000 sec): 3 clusters
  Score: Raw -1393272.131293 + Penalty 3147.490124 = -1390124.641169
  nChanged 22
		SP:Iteration 48Q (166687.410000 sec): 3 clusters
  Score: Raw -1393277.376173 + Penalty 3147.490124 = -1390129.886049
  nChanged 16
		SP:Iteration 49Q (166687.700000 sec): 3 clusters
  Score: Raw -1393279.706242 + Penalty 3147.490124 = -1390132.216118
  nChanged 12
		SP:Iteration 50Q (166687.970000 sec): 3 clusters
  Score: Raw -1393281.761727 + Penalty 3147.490124 = -1390134.271604
  nChanged 14
		SP:Iteration 51Q (166688.250000 sec): 3 clusters
  Score: Raw -1393284.533838 + Penalty 3147.490124 = -1390137.043714
  nChanged 13
		SP:Iteration 52Q (166688.500000 sec): 3 clusters
  Score: Raw -1393286.988926 + Penalty 3147.490124 = -1390139.498803
  nChanged 9
		SP:Iteration 53Q (166688.760000 sec): 3 clusters
  Score: Raw -1393288.863670 + Penalty 3147.490124 = -1390141.373546
  nChanged 5
		SP:Iteration 54Q (166689.040000 sec): 3 clusters
  Score: Raw -1393289.961527 + Penalty 3147.490124 = -1390142.471404
  nChanged 6
		SP:Iteration 55Q (166689.320000 sec): 3 clusters
  Score: Raw -1393290.893035 + Penalty 3147.490124 = -1390143.402911
  nChanged 4
		SP:Iteration 56Q (166689.620000 sec): 3 clusters
  Score: Raw -1393291.777004 + Penalty 3147.490124 = -1390144.286880
  nChanged 7
		SP:Iteration 57Q (166689.890000 sec): 3 clusters
  Score: Raw -1393292.998343 + Penalty 3147.490124 = -1390145.508220
  nChanged 5
		SP:Iteration 58Q (166690.180000 sec): 3 clusters
  Score: Raw -1393294.401258 + Penalty 3147.490124 = -1390146.911134
  nChanged 3
		SP:Iteration 59Q (166690.440000 sec): 3 clusters
  Score: Raw -1393295.018332 + Penalty 3147.490124 = -1390147.528208
  nChanged 5
		SP:Iteration 60F (166690.720000 sec): 3 clusters
  Score: Raw -1393295.799561 + Penalty 3147.490124 = -1390148.309437
  nChanged 5
		SP:Iteration 61Q (166691.020000 sec): 3 clusters
  Score: Raw -1393296.524986 + Penalty 3147.490124 = -1390149.034862
  nChanged 1
		SP:Iteration 62Q (166691.250000 sec): 3 clusters
  Score: Raw -1393296.660549 + Penalty 3147.490124 = -1390149.170425
  nChanged 0
		SP:Iteration 63F (166691.560000 sec): 3 clusters
  Score: Raw -1393296.660549 + Penalty 3147.490124 = -1390149.170425
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 79 (2623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166691.650000 sec): 2 clusters
  Score: Raw -220716.866420 + Penalty 1279.212022 = -219437.654399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166691.810000 sec): 3 clusters
  Score: Raw -219524.230793 + Penalty 2558.424043 = -216965.806750
  nChanged 989
		SP:Iteration 1F (166691.970000 sec): 3 clusters
  Score: Raw -220234.304545 + Penalty 2558.424043 = -217675.880502
  nChanged 267
		SP:Iteration 2F (166692.130000 sec): 3 clusters
  Score: Raw -220465.046487 + Penalty 2558.424043 = -217906.622444
  nChanged 185
		SP:Iteration 3F (166692.290000 sec): 3 clusters
  Score: Raw -220586.828496 + Penalty 2558.424043 = -218028.404452
  nChanged 112
		SP:Iteration 4Q (166692.450000 sec): 3 clusters
  Score: Raw -220670.331388 + Penalty 2558.424043 = -218111.907344
  nChanged 97
		SP:Iteration 5Q (166692.610000 sec): 3 clusters
  Score: Raw -220750.873182 + Penalty 2558.424043 = -218192.449138
  nChanged 74
		SP:Iteration 6Q (166692.770000 sec): 3 clusters
  Score: Raw -220809.252264 + Penalty 2558.424043 = -218250.828220
  nChanged 79
		SP:Iteration 7Q (166692.930000 sec): 3 clusters
  Score: Raw -220868.884270 + Penalty 2558.424043 = -218310.460226
  nChanged 57
		SP:Iteration 8Q (166693.090000 sec): 3 clusters
  Score: Raw -220907.969851 + Penalty 2558.424043 = -218349.545808
  nChanged 53
		SP:Iteration 9Q (166693.250000 sec): 3 clusters
  Score: Raw -220941.414726 + Penalty 2558.424043 = -218382.990683
  nChanged 42
		SP:Iteration 10Q (166693.410000 sec): 3 clusters
  Score: Raw -220969.495489 + Penalty 2558.424043 = -218411.071446
  nChanged 39
		SP:Iteration 11Q (166693.570000 sec): 3 clusters
  Score: Raw -220994.257924 + Penalty 2558.424043 = -218435.833880
  nChanged 33
		SP:Iteration 12Q (166693.720000 sec): 3 clusters
  Score: Raw -221016.256502 + Penalty 2558.424043 = -218457.832458
  nChanged 31
		SP:Iteration 13Q (166693.880000 sec): 3 clusters
  Score: Raw -221037.100078 + Penalty 2558.424043 = -218478.676035
  nChanged 39
		SP:Iteration 14Q (166694.040000 sec): 3 clusters
  Score: Raw -221062.668015 + Penalty 2558.424043 = -218504.243971
  nChanged 28
		SP:Iteration 15Q (166694.200000 sec): 3 clusters
  Score: Raw -221081.382160 + Penalty 2558.424043 = -218522.958117
  nChanged 37
		SP:Iteration 16Q (166694.360000 sec): 3 clusters
  Score: Raw -221111.520634 + Penalty 2558.424043 = -218553.096591
  nChanged 32
		SP:Iteration 17Q (166694.510000 sec): 3 clusters
  Score: Raw -221131.211043 + Penalty 2558.424043 = -218572.786999
  nChanged 34
		SP:Iteration 18Q (166694.670000 sec): 3 clusters
  Score: Raw -221147.963105 + Penalty 2558.424043 = -218589.539062
  nChanged 20
		SP:Iteration 19Q (166694.820000 sec): 3 clusters
  Score: Raw -221157.715847 + Penalty 2558.424043 = -218599.291803
  nChanged 17
		SP:Iteration 20F (166694.980000 sec): 3 clusters
  Score: Raw -221165.228359 + Penalty 2558.424043 = -218606.804315
  nChanged 16
		SP:Iteration 21Q (166695.140000 sec): 3 clusters
  Score: Raw -221170.840368 + Penalty 2558.424043 = -218612.416324
  nChanged 17
		SP:Iteration 22Q (166695.290000 sec): 3 clusters
  Score: Raw -221177.381440 + Penalty 2558.424043 = -218618.957397
  nChanged 16
		SP:Iteration 23Q (166695.480000 sec): 3 clusters
  Score: Raw -221185.919483 + Penalty 2558.424043 = -218627.495439
  nChanged 15
		SP:Iteration 24Q (166695.720000 sec): 3 clusters
  Score: Raw -221194.470773 + Penalty 2558.424043 = -218636.046729
  nChanged 22
		SP:Iteration 25Q (166695.860000 sec): 3 clusters
  Score: Raw -221205.771480 + Penalty 2558.424043 = -218647.347436
  nChanged 18
		SP:Iteration 26Q (166696.020000 sec): 3 clusters
  Score: Raw -221214.573811 + Penalty 2558.424043 = -218656.149768
  nChanged 19
		SP:Iteration 27Q (166696.160000 sec): 3 clusters
  Score: Raw -221224.735108 + Penalty 2558.424043 = -218666.311065
  nChanged 22
		SP:Iteration 28Q (166696.310000 sec): 3 clusters
  Score: Raw -221238.909401 + Penalty 2558.424043 = -218680.485358
  nChanged 17
		SP:Iteration 29Q (166696.470000 sec): 3 clusters
  Score: Raw -221249.231799 + Penalty 2558.424043 = -218690.807756
  nChanged 18
		SP:Iteration 30Q (166696.630000 sec): 3 clusters
  Score: Raw -221259.462942 + Penalty 2558.424043 = -218701.038898
  nChanged 13
		SP:Iteration 31Q (166696.790000 sec): 3 clusters
  Score: Raw -221266.482670 + Penalty 2558.424043 = -218708.058627
  nChanged 18
		SP:Iteration 32Q (166696.950000 sec): 3 clusters
  Score: Raw -221274.357907 + Penalty 2558.424043 = -218715.933864
  nChanged 18
		SP:Iteration 33Q (166697.110000 sec): 3 clusters
  Score: Raw -221286.125815 + Penalty 2558.424043 = -218727.701771
  nChanged 14
		SP:Iteration 34Q (166697.280000 sec): 3 clusters
  Score: Raw -221294.632791 + Penalty 2558.424043 = -218736.208748
  nChanged 13
		SP:Iteration 35Q (166697.440000 sec): 3 clusters
  Score: Raw -221303.477226 + Penalty 2558.424043 = -218745.053182
  nChanged 11
		SP:Iteration 36Q (166697.620000 sec): 3 clusters
  Score: Raw -221309.005153 + Penalty 2558.424043 = -218750.581110
  nChanged 13
		SP:Iteration 37Q (166697.770000 sec): 3 clusters
  Score: Raw -221315.437113 + Penalty 2558.424043 = -218757.013069
  nChanged 12
		SP:Iteration 38Q (166697.920000 sec): 3 clusters
  Score: Raw -221321.536306 + Penalty 2558.424043 = -218763.112263
  nChanged 10
		SP:Iteration 39Q (166698.060000 sec): 3 clusters
  Score: Raw -221325.536614 + Penalty 2558.424043 = -218767.112571
  nChanged 9
		SP:Iteration 40F (166698.210000 sec): 3 clusters
  Score: Raw -221329.954540 + Penalty 2558.424043 = -218771.530497
  nChanged 9
		SP:Iteration 41Q (166698.360000 sec): 3 clusters
  Score: Raw -221334.601017 + Penalty 2558.424043 = -218776.176974
  nChanged 6
		SP:Iteration 42Q (166698.510000 sec): 3 clusters
  Score: Raw -221337.002605 + Penalty 2558.424043 = -218778.578561
  nChanged 5
		SP:Iteration 43Q (166698.650000 sec): 3 clusters
  Score: Raw -221338.802814 + Penalty 2558.424043 = -218780.378770
  nChanged 1
		SP:Iteration 44Q (166698.800000 sec): 3 clusters
  Score: Raw -221339.105534 + Penalty 2558.424043 = -218780.681491
  nChanged 0
		SP:Iteration 45F (166698.950000 sec): 3 clusters
  Score: Raw -221339.105534 + Penalty 2558.424043 = -218780.681491
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 80 (6237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166699.110000 sec): 2 clusters
  Score: Raw -538194.098673 + Penalty 1419.966369 = -536774.132304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166699.250000 sec): 3 clusters
  Score: Raw -534858.183252 + Penalty 2839.932737 = -532018.250515
  nChanged 2612
		SP:Iteration 1F (166699.420000 sec): 3 clusters
  Score: Raw -536547.050871 + Penalty 2839.932737 = -533707.118134
  nChanged 548
		SP:Iteration 2F (166699.590000 sec): 3 clusters
  Score: Raw -536972.988612 + Penalty 2839.932737 = -534133.055875
  nChanged 429
		SP:Iteration 3F (166699.770000 sec): 3 clusters
  Score: Raw -537274.337053 + Penalty 2839.932737 = -534434.404315
  nChanged 370
		SP:Iteration 4F (166699.950000 sec): 3 clusters
  Score: Raw -537491.483153 + Penalty 2839.932737 = -534651.550415
  nChanged 298
		SP:Iteration 5Q (166700.130000 sec): 3 clusters
  Score: Raw -537669.885943 + Penalty 2839.932737 = -534829.953205
  nChanged 246
		SP:Iteration 6Q (166700.320000 sec): 3 clusters
  Score: Raw -537810.366671 + Penalty 2839.932737 = -534970.433934
  nChanged 224
		SP:Iteration 7Q (166700.510000 sec): 3 clusters
  Score: Raw -537949.156110 + Penalty 2839.932737 = -535109.223372
  nChanged 203
		SP:Iteration 8Q (166700.690000 sec): 3 clusters
  Score: Raw -538061.546065 + Penalty 2839.932737 = -535221.613328
  nChanged 185
		SP:Iteration 9Q (166700.880000 sec): 3 clusters
  Score: Raw -538165.856197 + Penalty 2839.932737 = -535325.923459
  nChanged 170
		SP:Iteration 10Q (166701.070000 sec): 3 clusters
  Score: Raw -538273.390637 + Penalty 2839.932737 = -535433.457899
  nChanged 157
		SP:Iteration 11Q (166701.250000 sec): 3 clusters
  Score: Raw -538377.327050 + Penalty 2839.932737 = -535537.394312
  nChanged 161
		SP:Iteration 12Q (166701.450000 sec): 3 clusters
  Score: Raw -538478.576721 + Penalty 2839.932737 = -535638.643984
  nChanged 136
		SP:Iteration 13Q (166701.600000 sec): 3 clusters
  Score: Raw -538563.638497 + Penalty 2839.932737 = -535723.705759
  nChanged 126
		SP:Iteration 14Q (166701.770000 sec): 3 clusters
  Score: Raw -538646.757523 + Penalty 2839.932737 = -535806.824786
  nChanged 122
		SP:Iteration 15Q (166701.950000 sec): 3 clusters
  Score: Raw -538759.641936 + Penalty 2839.932737 = -535919.709199
  nChanged 141
		SP:Iteration 16Q (166702.120000 sec): 3 clusters
  Score: Raw -538874.371758 + Penalty 2839.932737 = -536034.439020
  nChanged 124
		SP:Iteration 17Q (166702.310000 sec): 3 clusters
  Score: Raw -538985.992363 + Penalty 2839.932737 = -536146.059626
  nChanged 108
		SP:Iteration 18Q (166702.490000 sec): 3 clusters
  Score: Raw -539084.682493 + Penalty 2839.932737 = -536244.749756
  nChanged 90
		SP:Iteration 19Q (166702.670000 sec): 3 clusters
  Score: Raw -539146.933982 + Penalty 2839.932737 = -536307.001245
  nChanged 79
		SP:Iteration 20F (166702.850000 sec): 3 clusters
  Score: Raw -539187.479630 + Penalty 2839.932737 = -536347.546892
  nChanged 58
		SP:Iteration 21Q (166703.050000 sec): 3 clusters
  Score: Raw -539212.588421 + Penalty 2839.932737 = -536372.655683
  nChanged 41
		SP:Iteration 22Q (166703.200000 sec): 3 clusters
  Score: Raw -539225.902527 + Penalty 2839.932737 = -536385.969789
  nChanged 28
		SP:Iteration 23Q (166703.380000 sec): 3 clusters
  Score: Raw -539232.381250 + Penalty 2839.932737 = -536392.448513
  nChanged 16
		SP:Iteration 24Q (166703.550000 sec): 3 clusters
  Score: Raw -539235.060554 + Penalty 2839.932737 = -536395.127817
  nChanged 8
		SP:Iteration 25Q (166703.730000 sec): 3 clusters
  Score: Raw -539236.449129 + Penalty 2839.932737 = -536396.516392
  nChanged 3
		SP:Iteration 26Q (166703.910000 sec): 3 clusters
  Score: Raw -539237.274385 + Penalty 2839.932737 = -536397.341648
  nChanged 4
		SP:Iteration 27Q (166704.100000 sec): 3 clusters
  Score: Raw -539238.219652 + Penalty 2839.932737 = -536398.286915
  nChanged 5
		SP:Iteration 28Q (166704.280000 sec): 3 clusters
  Score: Raw -539239.078183 + Penalty 2839.932737 = -536399.145445
  nChanged 4
		SP:Iteration 29Q (166704.460000 sec): 3 clusters
  Score: Raw -539239.584787 + Penalty 2839.932737 = -536399.652049
  nChanged 1
		SP:Iteration 30Q (166704.670000 sec): 3 clusters
  Score: Raw -539239.636426 + Penalty 2839.932737 = -536399.703688
  nChanged 0
		SP:Iteration 31F (166704.860000 sec): 3 clusters
  Score: Raw -539239.636426 + Penalty 2839.932737 = -536399.703688
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 81 (4605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166704.970000 sec): 2 clusters
  Score: Raw -388154.795492 + Penalty 1370.670917 = -386784.124575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166705.120000 sec): 3 clusters
  Score: Raw -385820.139195 + Penalty 2741.341833 = -383078.797361
  nChanged 1859
		SP:Iteration 1F (166705.270000 sec): 3 clusters
  Score: Raw -386912.652522 + Penalty 2741.341833 = -384171.310689
  nChanged 346
		SP:Iteration 2F (166705.410000 sec): 3 clusters
  Score: Raw -387128.598353 + Penalty 2741.341833 = -384387.256520
  nChanged 262
		SP:Iteration 3F (166705.570000 sec): 3 clusters
  Score: Raw -387270.016922 + Penalty 2741.341833 = -384528.675089
  nChanged 208
		SP:Iteration 4Q (166705.740000 sec): 3 clusters
  Score: Raw -387403.238074 + Penalty 2741.341833 = -384661.896241
  nChanged 192
		SP:Iteration 5Q (166705.870000 sec): 3 clusters
  Score: Raw -387527.910890 + Penalty 2741.341833 = -384786.569056
  nChanged 186
		SP:Iteration 6Q (166706.020000 sec): 3 clusters
  Score: Raw -387648.491078 + Penalty 2741.341833 = -384907.149245
  nChanged 173
		SP:Iteration 7Q (166706.160000 sec): 3 clusters
  Score: Raw -387754.416401 + Penalty 2741.341833 = -385013.074567
  nChanged 149
		SP:Iteration 8Q (166706.320000 sec): 3 clusters
  Score: Raw -387854.517941 + Penalty 2741.341833 = -385113.176107
  nChanged 139
		SP:Iteration 9Q (166706.480000 sec): 3 clusters
  Score: Raw -387929.614904 + Penalty 2741.341833 = -385188.273071
  nChanged 113
		SP:Iteration 10Q (166706.600000 sec): 3 clusters
  Score: Raw -387994.990168 + Penalty 2741.341833 = -385253.648335
  nChanged 112
		SP:Iteration 11Q (166706.750000 sec): 3 clusters
  Score: Raw -388067.043912 + Penalty 2741.341833 = -385325.702079
  nChanged 122
		SP:Iteration 12Q (166706.900000 sec): 3 clusters
  Score: Raw -388162.365155 + Penalty 2741.341833 = -385421.023322
  nChanged 128
		SP:Iteration 13Q (166707.040000 sec): 3 clusters
  Score: Raw -388269.904475 + Penalty 2741.341833 = -385528.562642
  nChanged 122
		SP:Iteration 14Q (166707.190000 sec): 3 clusters
  Score: Raw -388360.669269 + Penalty 2741.341833 = -385619.327435
  nChanged 109
		SP:Iteration 15Q (166707.380000 sec): 3 clusters
  Score: Raw -388445.594010 + Penalty 2741.341833 = -385704.252177
  nChanged 97
		SP:Iteration 16Q (166707.520000 sec): 3 clusters
  Score: Raw -388521.624062 + Penalty 2741.341833 = -385780.282229
  nChanged 106
		SP:Iteration 17Q (166707.670000 sec): 3 clusters
  Score: Raw -388613.380367 + Penalty 2741.341833 = -385872.038534
  nChanged 97
		SP:Iteration 18Q (166707.820000 sec): 3 clusters
  Score: Raw -388687.607833 + Penalty 2741.341833 = -385946.265999
  nChanged 73
		SP:Iteration 19Q (166707.960000 sec): 3 clusters
  Score: Raw -388736.271193 + Penalty 2741.341833 = -385994.929359
  nChanged 54
		SP:Iteration 20F (166708.100000 sec): 3 clusters
  Score: Raw -388770.658656 + Penalty 2741.341833 = -386029.316823
  nChanged 33
		SP:Iteration 21Q (166708.240000 sec): 3 clusters
  Score: Raw -388787.389319 + Penalty 2741.341833 = -386046.047485
  nChanged 26
		SP:Iteration 22Q (166708.370000 sec): 3 clusters
  Score: Raw -388798.389798 + Penalty 2741.341833 = -386057.047965
  nChanged 15
		SP:Iteration 23Q (166708.500000 sec): 3 clusters
  Score: Raw -388803.087382 + Penalty 2741.341833 = -386061.745549
  nChanged 9
		SP:Iteration 24Q (166708.630000 sec): 3 clusters
  Score: Raw -388805.782072 + Penalty 2741.341833 = -386064.440238
  nChanged 7
		SP:Iteration 25Q (166708.760000 sec): 3 clusters
  Score: Raw -388807.946471 + Penalty 2741.341833 = -386066.604638
  nChanged 5
		SP:Iteration 26Q (166708.900000 sec): 3 clusters
  Score: Raw -388809.631944 + Penalty 2741.341833 = -386068.290110
  nChanged 1
		SP:Iteration 27Q (166709.030000 sec): 3 clusters
  Score: Raw -388810.220614 + Penalty 2741.341833 = -386068.878781
  nChanged 0
		SP:Iteration 28F (166709.160000 sec): 3 clusters
  Score: Raw -388810.220614 + Penalty 2741.341833 = -386068.878781
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 82 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166709.220000 sec): 2 clusters
  Score: Raw -64830.558968 + Penalty 1092.427342 = -63738.131626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166709.360000 sec): 3 clusters
  Score: Raw -64623.211117 + Penalty 2184.854683 = -62438.356434
  nChanged 247
		SP:Iteration 1F (166709.480000 sec): 3 clusters
  Score: Raw -64967.700025 + Penalty 2184.854683 = -62782.845342
  nChanged 68
		SP:Iteration 2F (166709.620000 sec): 3 clusters
  Score: Raw -65099.696503 + Penalty 2184.854683 = -62914.841820
  nChanged 42
		SP:Iteration 3F (166709.750000 sec): 3 clusters
  Score: Raw -65161.365700 + Penalty 2184.854683 = -62976.511017
  nChanged 28
		SP:Iteration 4Q (166709.890000 sec): 3 clusters
  Score: Raw -65207.978580 + Penalty 2184.854683 = -63023.123897
  nChanged 16
		SP:Iteration 5Q (166710.010000 sec): 3 clusters
  Score: Raw -65232.336848 + Penalty 2184.854683 = -63047.482165
  nChanged 12
		SP:Iteration 6Q (166710.140000 sec): 3 clusters
  Score: Raw -65248.518778 + Penalty 2184.854683 = -63063.664095
  nChanged 7
		SP:Iteration 7Q (166710.270000 sec): 3 clusters
  Score: Raw -65260.110469 + Penalty 2184.854683 = -63075.255786
  nChanged 6
		SP:Iteration 8Q (166710.410000 sec): 3 clusters
  Score: Raw -65264.445124 + Penalty 2184.854683 = -63079.590441
  nChanged 4
		SP:Iteration 9Q (166710.540000 sec): 3 clusters
  Score: Raw -65267.521409 + Penalty 2184.854683 = -63082.666726
  nChanged 3
		SP:Iteration 10Q (166710.670000 sec): 3 clusters
  Score: Raw -65269.069982 + Penalty 2184.854683 = -63084.215299
  nChanged 1
		SP:Iteration 11Q (166710.810000 sec): 3 clusters
  Score: Raw -65270.193060 + Penalty 2184.854683 = -63085.338376
  nChanged 0
		SP:Iteration 12F (166710.950000 sec): 3 clusters
  Score: Raw -65270.193060 + Penalty 2184.854683 = -63085.338376
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 83 (2824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166711.020000 sec): 2 clusters
  Score: Raw -226870.067544 + Penalty 1291.210310 = -225578.857234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166711.180000 sec): 3 clusters
  Score: Raw -225607.621078 + Penalty 2582.420620 = -223025.200458
  nChanged 1088
		SP:Iteration 1F (166711.340000 sec): 3 clusters
  Score: Raw -226383.552758 + Penalty 2582.420620 = -223801.132139
  nChanged 314
		SP:Iteration 2F (166711.490000 sec): 3 clusters
  Score: Raw -226665.544777 + Penalty 2582.420620 = -224083.124157
  nChanged 211
		SP:Iteration 3F (166711.630000 sec): 3 clusters
  Score: Raw -226856.209058 + Penalty 2582.420620 = -224273.788439
  nChanged 153
		SP:Iteration 4F (166711.770000 sec): 3 clusters
  Score: Raw -226974.807215 + Penalty 2582.420620 = -224392.386596
  nChanged 102
		SP:Iteration 5Q (166711.920000 sec): 3 clusters
  Score: Raw -227051.890685 + Penalty 2582.420620 = -224469.470065
  nChanged 73
		SP:Iteration 6Q (166712.060000 sec): 3 clusters
  Score: Raw -227112.005983 + Penalty 2582.420620 = -224529.585364
  nChanged 59
		SP:Iteration 7Q (166712.210000 sec): 3 clusters
  Score: Raw -227158.842380 + Penalty 2582.420620 = -224576.421761
  nChanged 51
		SP:Iteration 8Q (166712.350000 sec): 3 clusters
  Score: Raw -227189.389124 + Penalty 2582.420620 = -224606.968504
  nChanged 35
		SP:Iteration 9Q (166712.490000 sec): 3 clusters
  Score: Raw -227212.399288 + Penalty 2582.420620 = -224629.978668
  nChanged 34
		SP:Iteration 10Q (166712.640000 sec): 3 clusters
  Score: Raw -227234.536096 + Penalty 2582.420620 = -224652.115476
  nChanged 35
		SP:Iteration 11Q (166712.780000 sec): 3 clusters
  Score: Raw -227253.883202 + Penalty 2582.420620 = -224671.462583
  nChanged 26
		SP:Iteration 12Q (166712.930000 sec): 3 clusters
  Score: Raw -227267.038181 + Penalty 2582.420620 = -224684.617562
  nChanged 22
		SP:Iteration 13Q (166713.070000 sec): 3 clusters
  Score: Raw -227278.029980 + Penalty 2582.420620 = -224695.609360
  nChanged 19
		SP:Iteration 14Q (166713.210000 sec): 3 clusters
  Score: Raw -227288.370942 + Penalty 2582.420620 = -224705.950323
  nChanged 17
		SP:Iteration 15Q (166713.350000 sec): 3 clusters
  Score: Raw -227298.754082 + Penalty 2582.420620 = -224716.333462
  nChanged 19
		SP:Iteration 16Q (166713.500000 sec): 3 clusters
  Score: Raw -227310.147875 + Penalty 2582.420620 = -224727.727256
  nChanged 19
		SP:Iteration 17Q (166713.640000 sec): 3 clusters
  Score: Raw -227318.067195 + Penalty 2582.420620 = -224735.646575
  nChanged 13
		SP:Iteration 18Q (166713.790000 sec): 3 clusters
  Score: Raw -227324.966989 + Penalty 2582.420620 = -224742.546370
  nChanged 13
		SP:Iteration 19Q (166713.930000 sec): 3 clusters
  Score: Raw -227331.801367 + Penalty 2582.420620 = -224749.380747
  nChanged 13
		SP:Iteration 20F (166714.070000 sec): 3 clusters
  Score: Raw -227335.777773 + Penalty 2582.420620 = -224753.357153
  nChanged 5
		SP:Iteration 21Q (166714.220000 sec): 3 clusters
  Score: Raw -227336.916712 + Penalty 2582.420620 = -224754.496092
  nChanged 1
		SP:Iteration 22Q (166714.360000 sec): 3 clusters
  Score: Raw -227337.111380 + Penalty 2582.420620 = -224754.690760
  nChanged 0
		SP:Iteration 23F (166714.510000 sec): 3 clusters
  Score: Raw -227337.111380 + Penalty 2582.420620 = -224754.690760
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 84 (2517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166714.570000 sec): 2 clusters
  Score: Raw -207553.626750 + Penalty 1272.508737 = -206281.118014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166714.750000 sec): 3 clusters
  Score: Raw -206409.876375 + Penalty 2545.017473 = -203864.858902
  nChanged 936
		SP:Iteration 1F (166714.890000 sec): 3 clusters
  Score: Raw -207156.200178 + Penalty 2545.017473 = -204611.182705
  nChanged 258
		SP:Iteration 2F (166715.020000 sec): 3 clusters
  Score: Raw -207450.104225 + Penalty 2545.017473 = -204905.086751
  nChanged 188
		SP:Iteration 3F (166715.150000 sec): 3 clusters
  Score: Raw -207671.357403 + Penalty 2545.017473 = -205126.339930
  nChanged 158
		SP:Iteration 4F (166715.290000 sec): 3 clusters
  Score: Raw -207871.823237 + Penalty 2545.017473 = -205326.805764
  nChanged 128
		SP:Iteration 5F (166715.390000 sec): 3 clusters
  Score: Raw -208012.603710 + Penalty 2545.017473 = -205467.586236
  nChanged 93
		SP:Iteration 6Q (166715.540000 sec): 3 clusters
  Score: Raw -208099.134476 + Penalty 2545.017473 = -205554.117002
  nChanged 56
		SP:Iteration 7Q (166715.690000 sec): 3 clusters
  Score: Raw -208143.022167 + Penalty 2545.017473 = -205598.004694
  nChanged 37
		SP:Iteration 8Q (166715.830000 sec): 3 clusters
  Score: Raw -208170.077582 + Penalty 2545.017473 = -205625.060109
  nChanged 31
		SP:Iteration 9Q (166715.980000 sec): 3 clusters
  Score: Raw -208191.917272 + Penalty 2545.017473 = -205646.899799
  nChanged 36
		SP:Iteration 10Q (166716.130000 sec): 3 clusters
  Score: Raw -208214.550965 + Penalty 2545.017473 = -205669.533491
  nChanged 26
		SP:Iteration 11Q (166716.270000 sec): 3 clusters
  Score: Raw -208228.363815 + Penalty 2545.017473 = -205683.346341
  nChanged 16
		SP:Iteration 12Q (166716.410000 sec): 3 clusters
  Score: Raw -208236.601910 + Penalty 2545.017473 = -205691.584437
  nChanged 7
		SP:Iteration 13Q (166716.560000 sec): 3 clusters
  Score: Raw -208239.848869 + Penalty 2545.017473 = -205694.831396
  nChanged 4
		SP:Iteration 14Q (166716.700000 sec): 3 clusters
  Score: Raw -208241.287311 + Penalty 2545.017473 = -205696.269838
  nChanged 2
		SP:Iteration 15Q (166716.850000 sec): 3 clusters
  Score: Raw -208242.333562 + Penalty 2545.017473 = -205697.316089
  nChanged 1
		SP:Iteration 16Q (166717.000000 sec): 3 clusters
  Score: Raw -208242.797780 + Penalty 2545.017473 = -205697.780307
  nChanged 2
		SP:Iteration 17Q (166717.170000 sec): 3 clusters
  Score: Raw -208243.604780 + Penalty 2545.017473 = -205698.587306
  nChanged 1
		SP:Iteration 18Q (166717.320000 sec): 3 clusters
  Score: Raw -208243.767153 + Penalty 2545.017473 = -205698.749680
  nChanged 0
		SP:Iteration 19F (166717.460000 sec): 3 clusters
  Score: Raw -208243.767153 + Penalty 2545.017473 = -205698.749680
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 85 (7218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166717.590000 sec): 2 clusters
  Score: Raw -696916.645083 + Penalty 1443.704143 = -695472.940940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166717.750000 sec): 3 clusters
  Score: Raw -692989.304940 + Penalty 2887.408285 = -690101.896655
  nChanged 3040
		SP:Iteration 1F (166717.940000 sec): 3 clusters
  Score: Raw -694866.617417 + Penalty 2887.408285 = -691979.209132
  nChanged 652
		SP:Iteration 2F (166718.130000 sec): 3 clusters
  Score: Raw -695375.039730 + Penalty 2887.408285 = -692487.631445
  nChanged 571
		SP:Iteration 3F (166718.320000 sec): 3 clusters
  Score: Raw -695802.172126 + Penalty 2887.408285 = -692914.763841
  nChanged 501
		SP:Iteration 4F (166718.540000 sec): 3 clusters
  Score: Raw -696129.114229 + Penalty 2887.408285 = -693241.705944
  nChanged 364
		SP:Iteration 5F (166718.730000 sec): 3 clusters
  Score: Raw -696337.655241 + Penalty 2887.408285 = -693450.246955
  nChanged 281
		SP:Iteration 6Q (166718.900000 sec): 3 clusters
  Score: Raw -696484.407531 + Penalty 2887.408285 = -693596.999245
  nChanged 212
		SP:Iteration 7Q (166719.080000 sec): 3 clusters
  Score: Raw -696575.183014 + Penalty 2887.408285 = -693687.774729
  nChanged 152
		SP:Iteration 8Q (166719.260000 sec): 3 clusters
  Score: Raw -696636.418662 + Penalty 2887.408285 = -693749.010377
  nChanged 117
		SP:Iteration 9Q (166719.470000 sec): 3 clusters
  Score: Raw -696673.994949 + Penalty 2887.408285 = -693786.586664
  nChanged 89
		SP:Iteration 10Q (166719.650000 sec): 3 clusters
  Score: Raw -696702.378753 + Penalty 2887.408285 = -693814.970468
  nChanged 64
		SP:Iteration 11Q (166719.880000 sec): 3 clusters
  Score: Raw -696720.311658 + Penalty 2887.408285 = -693832.903373
  nChanged 52
		SP:Iteration 12Q (166720.070000 sec): 3 clusters
  Score: Raw -696737.178701 + Penalty 2887.408285 = -693849.770416
  nChanged 48
		SP:Iteration 13Q (166720.240000 sec): 3 clusters
  Score: Raw -696751.401787 + Penalty 2887.408285 = -693863.993502
  nChanged 50
		SP:Iteration 14Q (166720.420000 sec): 3 clusters
  Score: Raw -696764.265112 + Penalty 2887.408285 = -693876.856827
  nChanged 30
		SP:Iteration 15Q (166720.610000 sec): 3 clusters
  Score: Raw -696773.086250 + Penalty 2887.408285 = -693885.677965
  nChanged 34
		SP:Iteration 16Q (166720.800000 sec): 3 clusters
  Score: Raw -696782.120212 + Penalty 2887.408285 = -693894.711927
  nChanged 31
		SP:Iteration 17Q (166720.980000 sec): 3 clusters
  Score: Raw -696790.377788 + Penalty 2887.408285 = -693902.969503
  nChanged 40
		SP:Iteration 18Q (166721.160000 sec): 3 clusters
  Score: Raw -696803.406016 + Penalty 2887.408285 = -693915.997731
  nChanged 39
		SP:Iteration 19Q (166721.340000 sec): 3 clusters
  Score: Raw -696815.119909 + Penalty 2887.408285 = -693927.711624
  nChanged 32
		SP:Iteration 20F (166721.520000 sec): 3 clusters
  Score: Raw -696824.517522 + Penalty 2887.408285 = -693937.109237
  nChanged 32
		SP:Iteration 21Q (166721.760000 sec): 3 clusters
  Score: Raw -696834.849463 + Penalty 2887.408285 = -693947.441178
  nChanged 31
		SP:Iteration 22Q (166721.920000 sec): 3 clusters
  Score: Raw -696845.921857 + Penalty 2887.408285 = -693958.513572
  nChanged 35
		SP:Iteration 23Q (166722.090000 sec): 3 clusters
  Score: Raw -696857.740208 + Penalty 2887.408285 = -693970.331923
  nChanged 31
		SP:Iteration 24Q (166722.260000 sec): 3 clusters
  Score: Raw -696867.609268 + Penalty 2887.408285 = -693980.200983
  nChanged 23
		SP:Iteration 25Q (166722.430000 sec): 3 clusters
  Score: Raw -696873.238251 + Penalty 2887.408285 = -693985.829965
  nChanged 26
		SP:Iteration 26Q (166722.610000 sec): 3 clusters
  Score: Raw -696880.437147 + Penalty 2887.408285 = -693993.028862
  nChanged 18
		SP:Iteration 27Q (166722.800000 sec): 3 clusters
  Score: Raw -696884.665704 + Penalty 2887.408285 = -693997.257419
  nChanged 16
		SP:Iteration 28Q (166723.030000 sec): 3 clusters
  Score: Raw -696888.021292 + Penalty 2887.408285 = -694000.613006
  nChanged 14
		SP:Iteration 29Q (166723.230000 sec): 3 clusters
  Score: Raw -696892.102396 + Penalty 2887.408285 = -694004.694110
  nChanged 15
		SP:Iteration 30Q (166723.430000 sec): 3 clusters
  Score: Raw -696895.706696 + Penalty 2887.408285 = -694008.298411
  nChanged 12
		SP:Iteration 31Q (166723.630000 sec): 3 clusters
  Score: Raw -696898.987522 + Penalty 2887.408285 = -694011.579237
  nChanged 15
		SP:Iteration 32Q (166723.870000 sec): 3 clusters
  Score: Raw -696902.389573 + Penalty 2887.408285 = -694014.981288
  nChanged 15
		SP:Iteration 33Q (166724.050000 sec): 3 clusters
  Score: Raw -696906.191349 + Penalty 2887.408285 = -694018.783063
  nChanged 11
		SP:Iteration 34Q (166724.230000 sec): 3 clusters
  Score: Raw -696908.374197 + Penalty 2887.408285 = -694020.965911
  nChanged 8
		SP:Iteration 35Q (166724.410000 sec): 3 clusters
  Score: Raw -696909.596539 + Penalty 2887.408285 = -694022.188254
  nChanged 5
		SP:Iteration 36Q (166724.580000 sec): 3 clusters
  Score: Raw -696910.916258 + Penalty 2887.408285 = -694023.507973
  nChanged 6
		SP:Iteration 37Q (166724.760000 sec): 3 clusters
  Score: Raw -696912.471103 + Penalty 2887.408285 = -694025.062818
  nChanged 11
		SP:Iteration 38Q (166724.930000 sec): 3 clusters
  Score: Raw -696915.066028 + Penalty 2887.408285 = -694027.657743
  nChanged 13
		SP:Iteration 39Q (166725.120000 sec): 3 clusters
  Score: Raw -696917.797808 + Penalty 2887.408285 = -694030.389522
  nChanged 14
		SP:Iteration 40F (166725.370000 sec): 3 clusters
  Score: Raw -696921.744578 + Penalty 2887.408285 = -694034.336293
  nChanged 12
		SP:Iteration 41Q (166725.530000 sec): 3 clusters
  Score: Raw -696924.006378 + Penalty 2887.408285 = -694036.598093
  nChanged 9
		SP:Iteration 42Q (166725.710000 sec): 3 clusters
  Score: Raw -696926.162012 + Penalty 2887.408285 = -694038.753726
  nChanged 6
		SP:Iteration 43Q (166725.890000 sec): 3 clusters
  Score: Raw -696927.489098 + Penalty 2887.408285 = -694040.080813
  nChanged 4
		SP:Iteration 44Q (166726.070000 sec): 3 clusters
  Score: Raw -696928.381301 + Penalty 2887.408285 = -694040.973016
  nChanged 4
		SP:Iteration 45Q (166726.240000 sec): 3 clusters
  Score: Raw -696929.216853 + Penalty 2887.408285 = -694041.808567
  nChanged 3
		SP:Iteration 46Q (166726.450000 sec): 3 clusters
  Score: Raw -696929.715663 + Penalty 2887.408285 = -694042.307378
  nChanged 1
		SP:Iteration 47Q (166726.640000 sec): 3 clusters
  Score: Raw -696930.033428 + Penalty 2887.408285 = -694042.625142
  nChanged 2
		SP:Iteration 48Q (166726.920000 sec): 3 clusters
  Score: Raw -696930.415421 + Penalty 2887.408285 = -694043.007136
  nChanged 0
		SP:Iteration 49F (166727.060000 sec): 3 clusters
  Score: Raw -696930.415421 + Penalty 2887.408285 = -694043.007136
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 86 (4395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166727.190000 sec): 2 clusters
  Score: Raw -366528.782075 + Penalty 1363.086207 = -365165.695868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166727.330000 sec): 3 clusters
  Score: Raw -364376.168233 + Penalty 2726.172413 = -361649.995819
  nChanged 1741
		SP:Iteration 1F (166727.500000 sec): 3 clusters
  Score: Raw -365844.048356 + Penalty 2726.172413 = -363117.875943
  nChanged 490
		SP:Iteration 2F (166727.680000 sec): 3 clusters
  Score: Raw -366448.144314 + Penalty 2726.172413 = -363721.971900
  nChanged 377
		SP:Iteration 3F (166727.830000 sec): 3 clusters
  Score: Raw -366872.910413 + Penalty 2726.172413 = -364146.738000
  nChanged 288
		SP:Iteration 4F (166727.990000 sec): 3 clusters
  Score: Raw -367167.159268 + Penalty 2726.172413 = -364440.986855
  nChanged 225
		SP:Iteration 5F (166728.150000 sec): 3 clusters
  Score: Raw -367338.412887 + Penalty 2726.172413 = -364612.240473
  nChanged 147
		SP:Iteration 6Q (166728.310000 sec): 3 clusters
  Score: Raw -367433.436724 + Penalty 2726.172413 = -364707.264311
  nChanged 98
		SP:Iteration 7Q (166728.470000 sec): 3 clusters
  Score: Raw -367486.184076 + Penalty 2726.172413 = -364760.011663
  nChanged 83
		SP:Iteration 8Q (166728.630000 sec): 3 clusters
  Score: Raw -367528.798079 + Penalty 2726.172413 = -364802.625666
  nChanged 51
		SP:Iteration 9Q (166728.810000 sec): 3 clusters
  Score: Raw -367543.651438 + Penalty 2726.172413 = -364817.479024
  nChanged 33
		SP:Iteration 10Q (166728.950000 sec): 3 clusters
  Score: Raw -367556.246745 + Penalty 2726.172413 = -364830.074332
  nChanged 34
		SP:Iteration 11Q (166729.110000 sec): 3 clusters
  Score: Raw -367568.403334 + Penalty 2726.172413 = -364842.230920
  nChanged 33
		SP:Iteration 12Q (166729.270000 sec): 3 clusters
  Score: Raw -367580.290967 + Penalty 2726.172413 = -364854.118554
  nChanged 28
		SP:Iteration 13Q (166729.430000 sec): 3 clusters
  Score: Raw -367588.764697 + Penalty 2726.172413 = -364862.592284
  nChanged 14
		SP:Iteration 14Q (166729.590000 sec): 3 clusters
  Score: Raw -367592.619416 + Penalty 2726.172413 = -364866.447002
  nChanged 14
		SP:Iteration 15Q (166729.760000 sec): 3 clusters
  Score: Raw -367596.112172 + Penalty 2726.172413 = -364869.939758
  nChanged 11
		SP:Iteration 16Q (166729.920000 sec): 3 clusters
  Score: Raw -367598.117707 + Penalty 2726.172413 = -364871.945294
  nChanged 5
		SP:Iteration 17Q (166730.090000 sec): 3 clusters
  Score: Raw -367599.575535 + Penalty 2726.172413 = -364873.403121
  nChanged 2
		SP:Iteration 18Q (166730.230000 sec): 3 clusters
  Score: Raw -367600.703116 + Penalty 2726.172413 = -364874.530702
  nChanged 5
		SP:Iteration 19Q (166730.390000 sec): 3 clusters
  Score: Raw -367601.489716 + Penalty 2726.172413 = -364875.317302
  nChanged 4
		SP:Iteration 20F (166730.550000 sec): 3 clusters
  Score: Raw -367601.931365 + Penalty 2726.172413 = -364875.758952
  nChanged 3
		SP:Iteration 21Q (166730.710000 sec): 3 clusters
  Score: Raw -367602.602398 + Penalty 2726.172413 = -364876.429984
  nChanged 5
		SP:Iteration 22Q (166730.870000 sec): 3 clusters
  Score: Raw -367603.228910 + Penalty 2726.172413 = -364877.056496
  nChanged 0
		SP:Iteration 23F (166731.020000 sec): 3 clusters
  Score: Raw -367603.228910 + Penalty 2726.172413 = -364877.056496
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 87 (2218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166731.090000 sec): 2 clusters
  Score: Raw -181713.553005 + Penalty 1251.958690 = -180461.594315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166731.240000 sec): 3 clusters
  Score: Raw -180796.725191 + Penalty 2503.917380 = -178292.807812
  nChanged 785
		SP:Iteration 1F (166731.390000 sec): 3 clusters
  Score: Raw -181395.943823 + Penalty 2503.917380 = -178892.026444
  nChanged 205
		SP:Iteration 2F (166731.550000 sec): 3 clusters
  Score: Raw -181582.953771 + Penalty 2503.917380 = -179079.036391
  nChanged 133
		SP:Iteration 3F (166731.710000 sec): 3 clusters
  Score: Raw -181703.883722 + Penalty 2503.917380 = -179199.966343
  nChanged 105
		SP:Iteration 4Q (166731.870000 sec): 3 clusters
  Score: Raw -181811.232875 + Penalty 2503.917380 = -179307.315496
  nChanged 93
		SP:Iteration 5Q (166732.030000 sec): 3 clusters
  Score: Raw -181917.427226 + Penalty 2503.917380 = -179413.509846
  nChanged 83
		SP:Iteration 6Q (166732.190000 sec): 3 clusters
  Score: Raw -182000.550828 + Penalty 2503.917380 = -179496.633448
  nChanged 78
		SP:Iteration 7Q (166732.350000 sec): 3 clusters
  Score: Raw -182099.716039 + Penalty 2503.917380 = -179595.798659
  nChanged 84
		SP:Iteration 8Q (166732.510000 sec): 3 clusters
  Score: Raw -182205.679369 + Penalty 2503.917380 = -179701.761990
  nChanged 83
		SP:Iteration 9Q (166732.690000 sec): 3 clusters
  Score: Raw -182298.064071 + Penalty 2503.917380 = -179794.146692
  nChanged 64
		SP:Iteration 10Q (166732.840000 sec): 3 clusters
  Score: Raw -182375.543699 + Penalty 2503.917380 = -179871.626319
  nChanged 57
		SP:Iteration 11Q (166733.000000 sec): 3 clusters
  Score: Raw -182433.929335 + Penalty 2503.917380 = -179930.011955
  nChanged 44
		SP:Iteration 12Q (166733.170000 sec): 3 clusters
  Score: Raw -182467.779863 + Penalty 2503.917380 = -179963.862483
  nChanged 35
		SP:Iteration 13Q (166733.330000 sec): 3 clusters
  Score: Raw -182486.600234 + Penalty 2503.917380 = -179982.682855
  nChanged 17
		SP:Iteration 14Q (166733.490000 sec): 3 clusters
  Score: Raw -182494.529810 + Penalty 2503.917380 = -179990.612430
  nChanged 14
		SP:Iteration 15Q (166733.650000 sec): 3 clusters
  Score: Raw -182498.112207 + Penalty 2503.917380 = -179994.194827
  nChanged 6
		SP:Iteration 16Q (166733.820000 sec): 3 clusters
  Score: Raw -182502.459916 + Penalty 2503.917380 = -179998.542536
  nChanged 4
		SP:Iteration 17Q (166733.990000 sec): 3 clusters
  Score: Raw -182505.500222 + Penalty 2503.917380 = -180001.582843
  nChanged 2
		SP:Iteration 18Q (166734.140000 sec): 3 clusters
  Score: Raw -182506.040796 + Penalty 2503.917380 = -180002.123416
  nChanged 1
		SP:Iteration 19Q (166734.290000 sec): 3 clusters
  Score: Raw -182507.498369 + Penalty 2503.917380 = -180003.580989
  nChanged 1
		SP:Iteration 20F (166734.430000 sec): 3 clusters
  Score: Raw -182508.021990 + Penalty 2503.917380 = -180004.104611
  nChanged 2
		SP:Iteration 21Q (166734.580000 sec): 3 clusters
  Score: Raw -182508.881444 + Penalty 2503.917380 = -180004.964064
  nChanged 0
		SP:Iteration 22F (166734.730000 sec): 3 clusters
  Score: Raw -182508.881444 + Penalty 2503.917380 = -180004.964064
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 88 (6254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166734.830000 sec): 2 clusters
  Score: Raw -539153.950466 + Penalty 1420.408687 = -537733.541779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166735.030000 sec): 3 clusters
  Score: Raw -535872.847735 + Penalty 2840.817375 = -533032.030361
  nChanged 2589
		SP:Iteration 1F (166735.230000 sec): 3 clusters
  Score: Raw -537528.594879 + Penalty 2840.817375 = -534687.777505
  nChanged 560
		SP:Iteration 2F (166735.500000 sec): 3 clusters
  Score: Raw -537996.855113 + Penalty 2840.817375 = -535156.037738
  nChanged 478
		SP:Iteration 3F (166735.650000 sec): 3 clusters
  Score: Raw -538379.933755 + Penalty 2840.817375 = -535539.116380
  nChanged 381
		SP:Iteration 4F (166735.800000 sec): 3 clusters
  Score: Raw -538668.244184 + Penalty 2840.817375 = -535827.426809
  nChanged 289
		SP:Iteration 5Q (166735.950000 sec): 3 clusters
  Score: Raw -538861.337602 + Penalty 2840.817375 = -536020.520227
  nChanged 221
		SP:Iteration 6Q (166736.130000 sec): 3 clusters
  Score: Raw -538990.618163 + Penalty 2840.817375 = -536149.800788
  nChanged 168
		SP:Iteration 7Q (166736.270000 sec): 3 clusters
  Score: Raw -539083.591149 + Penalty 2840.817375 = -536242.773775
  nChanged 137
		SP:Iteration 8Q (166736.420000 sec): 3 clusters
  Score: Raw -539151.044979 + Penalty 2840.817375 = -536310.227604
  nChanged 103
		SP:Iteration 9Q (166736.600000 sec): 3 clusters
  Score: Raw -539200.338467 + Penalty 2840.817375 = -536359.521092
  nChanged 95
		SP:Iteration 10Q (166736.780000 sec): 3 clusters
  Score: Raw -539245.776325 + Penalty 2840.817375 = -536404.958950
  nChanged 77
		SP:Iteration 11Q (166736.930000 sec): 3 clusters
  Score: Raw -539281.821263 + Penalty 2840.817375 = -536441.003889
  nChanged 51
		SP:Iteration 12Q (166737.100000 sec): 3 clusters
  Score: Raw -539302.397439 + Penalty 2840.817375 = -536461.580065
  nChanged 52
		SP:Iteration 13Q (166737.290000 sec): 3 clusters
  Score: Raw -539319.135213 + Penalty 2840.817375 = -536478.317838
  nChanged 45
		SP:Iteration 14Q (166737.480000 sec): 3 clusters
  Score: Raw -539335.224208 + Penalty 2840.817375 = -536494.406834
  nChanged 38
		SP:Iteration 15Q (166737.670000 sec): 3 clusters
  Score: Raw -539348.477842 + Penalty 2840.817375 = -536507.660467
  nChanged 34
		SP:Iteration 16Q (166737.810000 sec): 3 clusters
  Score: Raw -539361.811905 + Penalty 2840.817375 = -536520.994530
  nChanged 35
		SP:Iteration 17Q (166738.000000 sec): 3 clusters
  Score: Raw -539380.537172 + Penalty 2840.817375 = -536539.719797
  nChanged 34
		SP:Iteration 18Q (166738.160000 sec): 3 clusters
  Score: Raw -539395.556700 + Penalty 2840.817375 = -536554.739325
  nChanged 34
		SP:Iteration 19Q (166738.350000 sec): 3 clusters
  Score: Raw -539408.891211 + Penalty 2840.817375 = -536568.073836
  nChanged 36
		SP:Iteration 20F (166738.540000 sec): 3 clusters
  Score: Raw -539432.315753 + Penalty 2840.817375 = -536591.498378
  nChanged 42
		SP:Iteration 21Q (166738.730000 sec): 3 clusters
  Score: Raw -539462.437952 + Penalty 2840.817375 = -536621.620578
  nChanged 43
		SP:Iteration 22Q (166739.000000 sec): 3 clusters
  Score: Raw -539491.689977 + Penalty 2840.817375 = -536650.872602
  nChanged 39
		SP:Iteration 23Q (166739.160000 sec): 3 clusters
  Score: Raw -539513.581534 + Penalty 2840.817375 = -536672.764159
  nChanged 39
		SP:Iteration 24Q (166739.310000 sec): 3 clusters
  Score: Raw -539532.781255 + Penalty 2840.817375 = -536691.963880
  nChanged 29
		SP:Iteration 25Q (166739.510000 sec): 3 clusters
  Score: Raw -539547.943516 + Penalty 2840.817375 = -536707.126142
  nChanged 25
		SP:Iteration 26Q (166739.660000 sec): 3 clusters
  Score: Raw -539560.114144 + Penalty 2840.817375 = -536719.296770
  nChanged 21
		SP:Iteration 27Q (166739.850000 sec): 3 clusters
  Score: Raw -539570.501411 + Penalty 2840.817375 = -536729.684036
  nChanged 19
		SP:Iteration 28Q (166740.030000 sec): 3 clusters
  Score: Raw -539576.623730 + Penalty 2840.817375 = -536735.806356
  nChanged 10
		SP:Iteration 29Q (166740.180000 sec): 3 clusters
  Score: Raw -539581.060437 + Penalty 2840.817375 = -536740.243062
  nChanged 9
		SP:Iteration 30Q (166740.360000 sec): 3 clusters
  Score: Raw -539584.378883 + Penalty 2840.817375 = -536743.561509
  nChanged 7
		SP:Iteration 31Q (166740.500000 sec): 3 clusters
  Score: Raw -539589.013864 + Penalty 2840.817375 = -536748.196490
  nChanged 6
		SP:Iteration 32Q (166740.650000 sec): 3 clusters
  Score: Raw -539591.274150 + Penalty 2840.817375 = -536750.456775
  nChanged 6
		SP:Iteration 33Q (166740.790000 sec): 3 clusters
  Score: Raw -539593.479362 + Penalty 2840.817375 = -536752.661987
  nChanged 5
		SP:Iteration 34Q (166740.930000 sec): 3 clusters
  Score: Raw -539595.580004 + Penalty 2840.817375 = -536754.762629
  nChanged 3
		SP:Iteration 35Q (166741.100000 sec): 3 clusters
  Score: Raw -539596.827460 + Penalty 2840.817375 = -536756.010085
  nChanged 6
		SP:Iteration 36Q (166741.240000 sec): 3 clusters
  Score: Raw -539599.697980 + Penalty 2840.817375 = -536758.880605
  nChanged 4
		SP:Iteration 37Q (166741.420000 sec): 3 clusters
  Score: Raw -539601.162676 + Penalty 2840.817375 = -536760.345301
  nChanged 4
		SP:Iteration 38Q (166741.560000 sec): 3 clusters
  Score: Raw -539602.110964 + Penalty 2840.817375 = -536761.293589
  nChanged 5
		SP:Iteration 39Q (166741.720000 sec): 3 clusters
  Score: Raw -539603.748747 + Penalty 2840.817375 = -536762.931372
  nChanged 4
		SP:Iteration 40F (166741.880000 sec): 3 clusters
  Score: Raw -539605.348681 + Penalty 2840.817375 = -536764.531306
  nChanged 4
		SP:Iteration 41Q (166742.050000 sec): 3 clusters
  Score: Raw -539607.099444 + Penalty 2840.817375 = -536766.282069
  nChanged 4
		SP:Iteration 42Q (166742.240000 sec): 3 clusters
  Score: Raw -539609.460255 + Penalty 2840.817375 = -536768.642880
  nChanged 7
		SP:Iteration 43Q (166742.380000 sec): 3 clusters
  Score: Raw -539612.653887 + Penalty 2840.817375 = -536771.836513
  nChanged 6
		SP:Iteration 44Q (166742.540000 sec): 3 clusters
  Score: Raw -539614.954244 + Penalty 2840.817375 = -536774.136869
  nChanged 8
		SP:Iteration 45Q (166742.740000 sec): 3 clusters
  Score: Raw -539618.093168 + Penalty 2840.817375 = -536777.275793
  nChanged 7
		SP:Iteration 46Q (166742.930000 sec): 3 clusters
  Score: Raw -539621.898001 + Penalty 2840.817375 = -536781.080627
  nChanged 7
		SP:Iteration 47Q (166743.110000 sec): 3 clusters
  Score: Raw -539625.667043 + Penalty 2840.817375 = -536784.849668
  nChanged 3
		SP:Iteration 48Q (166743.290000 sec): 3 clusters
  Score: Raw -539626.456666 + Penalty 2840.817375 = -536785.639291
  nChanged 3
		SP:Iteration 49Q (166743.490000 sec): 3 clusters
  Score: Raw -539626.982483 + Penalty 2840.817375 = -536786.165108
  nChanged 0
		SP:Iteration 50F (166743.670000 sec): 3 clusters
  Score: Raw -539626.982483 + Penalty 2840.817375 = -536786.165108
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 89 (9992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166743.810000 sec): 2 clusters
  Score: Raw -914414.492261 + Penalty 1496.550258 = -912917.942003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166744.060000 sec): 3 clusters
  Score: Raw -908694.888142 + Penalty 2993.100517 = -905701.787625
  nChanged 4343
		SP:Iteration 1F (166744.270000 sec): 3 clusters
  Score: Raw -911099.205295 + Penalty 2993.100517 = -908106.104778
  nChanged 724
		SP:Iteration 2F (166744.470000 sec): 3 clusters
  Score: Raw -911512.083018 + Penalty 2993.100517 = -908518.982501
  nChanged 709
		SP:Iteration 3F (166744.680000 sec): 3 clusters
  Score: Raw -912006.851075 + Penalty 2993.100517 = -909013.750558
  nChanged 711
		SP:Iteration 4F (166744.880000 sec): 3 clusters
  Score: Raw -912509.141347 + Penalty 2993.100517 = -909516.040830
  nChanged 669
		SP:Iteration 5F (166745.070000 sec): 3 clusters
  Score: Raw -912963.948030 + Penalty 2993.100517 = -909970.847514
  nChanged 573
		SP:Iteration 6F (166745.260000 sec): 3 clusters
  Score: Raw -913297.809510 + Penalty 2993.100517 = -910304.708993
  nChanged 450
		SP:Iteration 7Q (166745.530000 sec): 3 clusters
  Score: Raw -913513.332276 + Penalty 2993.100517 = -910520.231759
  nChanged 339
		SP:Iteration 8Q (166745.730000 sec): 3 clusters
  Score: Raw -913655.307977 + Penalty 2993.100517 = -910662.207460
  nChanged 256
		SP:Iteration 9Q (166745.940000 sec): 3 clusters
  Score: Raw -913752.030576 + Penalty 2993.100517 = -910758.930059
  nChanged 183
		SP:Iteration 10Q (166746.140000 sec): 3 clusters
  Score: Raw -913810.521232 + Penalty 2993.100517 = -910817.420715
  nChanged 133
		SP:Iteration 11Q (166746.340000 sec): 3 clusters
  Score: Raw -913846.098847 + Penalty 2993.100517 = -910852.998330
  nChanged 103
		SP:Iteration 12Q (166746.610000 sec): 3 clusters
  Score: Raw -913868.110061 + Penalty 2993.100517 = -910875.009544
  nChanged 73
		SP:Iteration 13Q (166746.780000 sec): 3 clusters
  Score: Raw -913881.854767 + Penalty 2993.100517 = -910888.754250
  nChanged 60
		SP:Iteration 14Q (166747.000000 sec): 3 clusters
  Score: Raw -913892.380110 + Penalty 2993.100517 = -910899.279593
  nChanged 45
		SP:Iteration 15Q (166747.200000 sec): 3 clusters
  Score: Raw -913899.150125 + Penalty 2993.100517 = -910906.049608
  nChanged 24
		SP:Iteration 16Q (166747.400000 sec): 3 clusters
  Score: Raw -913902.662586 + Penalty 2993.100517 = -910909.562069
  nChanged 21
		SP:Iteration 17Q (166747.590000 sec): 3 clusters
  Score: Raw -913905.231227 + Penalty 2993.100517 = -910912.130710
  nChanged 11
		SP:Iteration 18Q (166747.820000 sec): 3 clusters
  Score: Raw -913907.051990 + Penalty 2993.100517 = -910913.951473
  nChanged 17
		SP:Iteration 19Q (166748.040000 sec): 3 clusters
  Score: Raw -913909.303811 + Penalty 2993.100517 = -910916.203294
  nChanged 14
		SP:Iteration 20F (166748.240000 sec): 3 clusters
  Score: Raw -913911.040130 + Penalty 2993.100517 = -910917.939613
  nChanged 14
		SP:Iteration 21Q (166748.430000 sec): 3 clusters
  Score: Raw -913912.938604 + Penalty 2993.100517 = -910919.838087
  nChanged 17
		SP:Iteration 22Q (166748.620000 sec): 3 clusters
  Score: Raw -913915.098305 + Penalty 2993.100517 = -910921.997788
  nChanged 14
		SP:Iteration 23Q (166748.870000 sec): 3 clusters
  Score: Raw -913916.745213 + Penalty 2993.100517 = -910923.644696
  nChanged 11
		SP:Iteration 24Q (166749.080000 sec): 3 clusters
  Score: Raw -913917.852622 + Penalty 2993.100517 = -910924.752106
  nChanged 7
		SP:Iteration 25Q (166749.320000 sec): 3 clusters
  Score: Raw -913918.622384 + Penalty 2993.100517 = -910925.521867
  nChanged 9
		SP:Iteration 26Q (166749.530000 sec): 3 clusters
  Score: Raw -913919.530672 + Penalty 2993.100517 = -910926.430155
  nChanged 11
		SP:Iteration 27Q (166749.730000 sec): 3 clusters
  Score: Raw -913920.856353 + Penalty 2993.100517 = -910927.755836
  nChanged 9
		SP:Iteration 28Q (166749.930000 sec): 3 clusters
  Score: Raw -913921.823388 + Penalty 2993.100517 = -910928.722871
  nChanged 8
		SP:Iteration 29Q (166750.170000 sec): 3 clusters
  Score: Raw -913922.924393 + Penalty 2993.100517 = -910929.823876
  nChanged 9
		SP:Iteration 30Q (166750.410000 sec): 3 clusters
  Score: Raw -913923.681363 + Penalty 2993.100517 = -910930.580846
  nChanged 6
		SP:Iteration 31Q (166750.690000 sec): 3 clusters
  Score: Raw -913924.230826 + Penalty 2993.100517 = -910931.130309
  nChanged 7
		SP:Iteration 32Q (166750.840000 sec): 3 clusters
  Score: Raw -913924.893203 + Penalty 2993.100517 = -910931.792686
  nChanged 9
		SP:Iteration 33Q (166751.100000 sec): 3 clusters
  Score: Raw -913925.849902 + Penalty 2993.100517 = -910932.749385
  nChanged 10
		SP:Iteration 34Q (166751.260000 sec): 3 clusters
  Score: Raw -913927.080726 + Penalty 2993.100517 = -910933.980209
  nChanged 5
		SP:Iteration 35Q (166751.490000 sec): 3 clusters
  Score: Raw -913927.643124 + Penalty 2993.100517 = -910934.542607
  nChanged 4
		SP:Iteration 36Q (166751.690000 sec): 3 clusters
  Score: Raw -913928.262692 + Penalty 2993.100517 = -910935.162175
  nChanged 6
		SP:Iteration 37Q (166751.880000 sec): 3 clusters
  Score: Raw -913929.183636 + Penalty 2993.100517 = -910936.083119
  nChanged 10
		SP:Iteration 38Q (166752.090000 sec): 3 clusters
  Score: Raw -913930.334764 + Penalty 2993.100517 = -910937.234247
  nChanged 6
		SP:Iteration 39Q (166752.280000 sec): 3 clusters
  Score: Raw -913931.237577 + Penalty 2993.100517 = -910938.137060
  nChanged 10
		SP:Iteration 40F (166752.470000 sec): 3 clusters
  Score: Raw -913932.523932 + Penalty 2993.100517 = -910939.423415
  nChanged 8
		SP:Iteration 41Q (166752.660000 sec): 3 clusters
  Score: Raw -913933.381472 + Penalty 2993.100517 = -910940.280955
  nChanged 6
		SP:Iteration 42Q (166752.860000 sec): 3 clusters
  Score: Raw -913934.063942 + Penalty 2993.100517 = -910940.963425
  nChanged 1
		SP:Iteration 43Q (166753.040000 sec): 3 clusters
  Score: Raw -913934.187439 + Penalty 2993.100517 = -910941.086922
  nChanged 0
		SP:Iteration 44F (166753.230000 sec): 3 clusters
  Score: Raw -913934.187439 + Penalty 2993.100517 = -910941.086922
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 90 (471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166753.320000 sec): 2 clusters
  Score: Raw -31982.370146 + Penalty 1000.164440 = -30982.205706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166753.440000 sec): 3 clusters
  Score: Raw -31935.556218 + Penalty 2000.328881 = -29935.227337
  nChanged 123
		SP:Iteration 1F (166753.580000 sec): 3 clusters
  Score: Raw -32129.668541 + Penalty 2000.328881 = -30129.339660
  nChanged 40
		SP:Iteration 2F (166753.760000 sec): 3 clusters
  Score: Raw -32224.607526 + Penalty 2000.328881 = -30224.278646
  nChanged 20
		SP:Iteration 3Q (166753.920000 sec): 3 clusters
  Score: Raw -32257.031781 + Penalty 2000.328881 = -30256.702901
  nChanged 15
		SP:Iteration 4Q (166754.070000 sec): 3 clusters
  Score: Raw -32287.253704 + Penalty 2000.328881 = -30286.924823
  nChanged 9
		SP:Iteration 5Q (166754.230000 sec): 3 clusters
  Score: Raw -32307.863694 + Penalty 2000.328881 = -30307.534814
  nChanged 13
		SP:Iteration 6Q (166754.380000 sec): 3 clusters
  Score: Raw -32326.114233 + Penalty 2000.328881 = -30325.785352
  nChanged 6
		SP:Iteration 7Q (166754.530000 sec): 3 clusters
  Score: Raw -32339.870269 + Penalty 2000.328881 = -30339.541389
  nChanged 2
		SP:Iteration 8Q (166754.690000 sec): 3 clusters
  Score: Raw -32343.525855 + Penalty 2000.328881 = -30343.196974
  nChanged 2
		SP:Iteration 9Q (166754.840000 sec): 3 clusters
  Score: Raw -32347.209149 + Penalty 2000.328881 = -30346.880268
  nChanged 1
		SP:Iteration 10Q (166754.990000 sec): 3 clusters
  Score: Raw -32348.339345 + Penalty 2000.328881 = -30348.010465
  nChanged 0
		SP:Iteration 11F (166755.130000 sec): 3 clusters
  Score: Raw -32348.339345 + Penalty 2000.328881 = -30348.010465
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 91 (4313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166755.180000 sec): 2 clusters
  Score: Raw -343734.121166 + Penalty 1360.025712 = -342374.095454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166755.330000 sec): 3 clusters
  Score: Raw -341680.401310 + Penalty 2720.051424 = -338960.349886
  nChanged 1702
		SP:Iteration 1F (166755.490000 sec): 3 clusters
  Score: Raw -342824.575924 + Penalty 2720.051424 = -340104.524500
  nChanged 364
		SP:Iteration 2F (166755.650000 sec): 3 clusters
  Score: Raw -343109.705580 + Penalty 2720.051424 = -340389.654156
  nChanged 246
		SP:Iteration 3F (166755.810000 sec): 3 clusters
  Score: Raw -343293.077432 + Penalty 2720.051424 = -340573.026008
  nChanged 195
		SP:Iteration 4Q (166755.970000 sec): 3 clusters
  Score: Raw -343417.229360 + Penalty 2720.051424 = -340697.177936
  nChanged 161
		SP:Iteration 5Q (166756.130000 sec): 3 clusters
  Score: Raw -343521.888510 + Penalty 2720.051424 = -340801.837086
  nChanged 133
		SP:Iteration 6Q (166756.290000 sec): 3 clusters
  Score: Raw -343600.810273 + Penalty 2720.051424 = -340880.758849
  nChanged 108
		SP:Iteration 7Q (166756.450000 sec): 3 clusters
  Score: Raw -343657.121398 + Penalty 2720.051424 = -340937.069974
  nChanged 89
		SP:Iteration 8Q (166756.610000 sec): 3 clusters
  Score: Raw -343695.619745 + Penalty 2720.051424 = -340975.568321
  nChanged 58
		SP:Iteration 9Q (166756.770000 sec): 3 clusters
  Score: Raw -343719.103390 + Penalty 2720.051424 = -340999.051966
  nChanged 50
		SP:Iteration 10Q (166756.940000 sec): 3 clusters
  Score: Raw -343735.497552 + Penalty 2720.051424 = -341015.446128
  nChanged 38
		SP:Iteration 11Q (166757.100000 sec): 3 clusters
  Score: Raw -343749.806468 + Penalty 2720.051424 = -341029.755044
  nChanged 37
		SP:Iteration 12Q (166757.260000 sec): 3 clusters
  Score: Raw -343761.619605 + Penalty 2720.051424 = -341041.568181
  nChanged 37
		SP:Iteration 13Q (166757.430000 sec): 3 clusters
  Score: Raw -343771.590398 + Penalty 2720.051424 = -341051.538974
  nChanged 25
		SP:Iteration 14Q (166757.590000 sec): 3 clusters
  Score: Raw -343781.978703 + Penalty 2720.051424 = -341061.927279
  nChanged 28
		SP:Iteration 15Q (166757.750000 sec): 3 clusters
  Score: Raw -343790.396251 + Penalty 2720.051424 = -341070.344827
  nChanged 21
		SP:Iteration 16Q (166757.920000 sec): 3 clusters
  Score: Raw -343796.372772 + Penalty 2720.051424 = -341076.321348
  nChanged 17
		SP:Iteration 17Q (166758.080000 sec): 3 clusters
  Score: Raw -343801.794795 + Penalty 2720.051424 = -341081.743371
  nChanged 16
		SP:Iteration 18Q (166758.240000 sec): 3 clusters
  Score: Raw -343806.930662 + Penalty 2720.051424 = -341086.879238
  nChanged 19
		SP:Iteration 19Q (166758.420000 sec): 3 clusters
  Score: Raw -343811.250345 + Penalty 2720.051424 = -341091.198921
  nChanged 15
		SP:Iteration 20F (166758.560000 sec): 3 clusters
  Score: Raw -343815.550227 + Penalty 2720.051424 = -341095.498803
  nChanged 11
		SP:Iteration 21Q (166758.740000 sec): 3 clusters
  Score: Raw -343818.480721 + Penalty 2720.051424 = -341098.429297
  nChanged 10
		SP:Iteration 22Q (166758.880000 sec): 3 clusters
  Score: Raw -343820.658029 + Penalty 2720.051424 = -341100.606605
  nChanged 9
		SP:Iteration 23Q (166759.050000 sec): 3 clusters
  Score: Raw -343822.398399 + Penalty 2720.051424 = -341102.346975
  nChanged 7
		SP:Iteration 24Q (166759.210000 sec): 3 clusters
  Score: Raw -343824.851013 + Penalty 2720.051424 = -341104.799589
  nChanged 5
		SP:Iteration 25Q (166759.380000 sec): 3 clusters
  Score: Raw -343826.063709 + Penalty 2720.051424 = -341106.012285
  nChanged 1
		SP:Iteration 26Q (166759.540000 sec): 3 clusters
  Score: Raw -343826.371809 + Penalty 2720.051424 = -341106.320385
  nChanged 3
		SP:Iteration 27Q (166759.700000 sec): 3 clusters
  Score: Raw -343826.991962 + Penalty 2720.051424 = -341106.940538
  nChanged 5
		SP:Iteration 28Q (166759.860000 sec): 3 clusters
  Score: Raw -343828.523146 + Penalty 2720.051424 = -341108.471722
  nChanged 4
		SP:Iteration 29Q (166760.050000 sec): 3 clusters
  Score: Raw -343829.689544 + Penalty 2720.051424 = -341109.638120
  nChanged 7
		SP:Iteration 30Q (166760.220000 sec): 3 clusters
  Score: Raw -343831.779533 + Penalty 2720.051424 = -341111.728109
  nChanged 9
		SP:Iteration 31Q (166760.380000 sec): 3 clusters
  Score: Raw -343834.536284 + Penalty 2720.051424 = -341114.484860
  nChanged 9
		SP:Iteration 32Q (166760.540000 sec): 3 clusters
  Score: Raw -343836.921188 + Penalty 2720.051424 = -341116.869764
  nChanged 7
		SP:Iteration 33Q (166760.700000 sec): 3 clusters
  Score: Raw -343838.830773 + Penalty 2720.051424 = -341118.779349
  nChanged 9
		SP:Iteration 34Q (166760.920000 sec): 3 clusters
  Score: Raw -343841.175295 + Penalty 2720.051424 = -341121.123871
  nChanged 12
		SP:Iteration 35Q (166761.070000 sec): 3 clusters
  Score: Raw -343844.921552 + Penalty 2720.051424 = -341124.870128
  nChanged 14
		SP:Iteration 36Q (166761.230000 sec): 3 clusters
  Score: Raw -343848.771370 + Penalty 2720.051424 = -341128.719946
  nChanged 7
		SP:Iteration 37Q (166761.390000 sec): 3 clusters
  Score: Raw -343849.946218 + Penalty 2720.051424 = -341129.894794
  nChanged 3
		SP:Iteration 38Q (166761.560000 sec): 3 clusters
  Score: Raw -343850.583781 + Penalty 2720.051424 = -341130.532357
  nChanged 3
		SP:Iteration 39Q (166761.720000 sec): 3 clusters
  Score: Raw -343851.214442 + Penalty 2720.051424 = -341131.163018
  nChanged 2
		SP:Iteration 40F (166761.880000 sec): 3 clusters
  Score: Raw -343851.710882 + Penalty 2720.051424 = -341131.659458
  nChanged 2
		SP:Iteration 41Q (166762.040000 sec): 3 clusters
  Score: Raw -343852.123908 + Penalty 2720.051424 = -341132.072484
  nChanged 4
		SP:Iteration 42Q (166762.270000 sec): 3 clusters
  Score: Raw -343854.006627 + Penalty 2720.051424 = -341133.955203
  nChanged 6
		SP:Iteration 43Q (166762.410000 sec): 3 clusters
  Score: Raw -343856.482426 + Penalty 2720.051424 = -341136.431002
  nChanged 10
		SP:Iteration 44Q (166762.580000 sec): 3 clusters
  Score: Raw -343859.265035 + Penalty 2720.051424 = -341139.213611
  nChanged 4
		SP:Iteration 45Q (166762.720000 sec): 3 clusters
  Score: Raw -343860.528633 + Penalty 2720.051424 = -341140.477209
  nChanged 3
		SP:Iteration 46Q (166762.890000 sec): 3 clusters
  Score: Raw -343861.377398 + Penalty 2720.051424 = -341141.325974
  nChanged 3
		SP:Iteration 47Q (166763.060000 sec): 3 clusters
  Score: Raw -343862.203456 + Penalty 2720.051424 = -341142.152032
  nChanged 8
		SP:Iteration 48Q (166763.220000 sec): 3 clusters
  Score: Raw -343864.892061 + Penalty 2720.051424 = -341144.840637
  nChanged 13
		SP:Iteration 49Q (166763.380000 sec): 3 clusters
  Score: Raw -343867.340379 + Penalty 2720.051424 = -341147.288955
  nChanged 6
		SP:Iteration 50Q (166763.540000 sec): 3 clusters
  Score: Raw -343868.465286 + Penalty 2720.051424 = -341148.413862
  nChanged 2
		SP:Iteration 51Q (166763.710000 sec): 3 clusters
  Score: Raw -343868.725623 + Penalty 2720.051424 = -341148.674199
  nChanged 2
		SP:Iteration 52Q (166763.870000 sec): 3 clusters
  Score: Raw -343869.365549 + Penalty 2720.051424 = -341149.314125
  nChanged 2
		SP:Iteration 53Q (166764.030000 sec): 3 clusters
  Score: Raw -343870.262753 + Penalty 2720.051424 = -341150.211329
  nChanged 10
		SP:Iteration 54Q (166764.190000 sec): 3 clusters
  Score: Raw -343873.331563 + Penalty 2720.051424 = -341153.280139
  nChanged 8
		SP:Iteration 55Q (166764.350000 sec): 3 clusters
  Score: Raw -343876.059890 + Penalty 2720.051424 = -341156.008466
  nChanged 9
		SP:Iteration 56Q (166764.520000 sec): 3 clusters
  Score: Raw -343879.785653 + Penalty 2720.051424 = -341159.734229
  nChanged 10
		SP:Iteration 57Q (166764.680000 sec): 3 clusters
  Score: Raw -343883.301554 + Penalty 2720.051424 = -341163.250130
  nChanged 12
		SP:Iteration 58Q (166764.840000 sec): 3 clusters
  Score: Raw -343889.465362 + Penalty 2720.051424 = -341169.413938
  nChanged 15
		SP:Iteration 59Q (166765.000000 sec): 3 clusters
  Score: Raw -343893.919551 + Penalty 2720.051424 = -341173.868127
  nChanged 13
		SP:Iteration 60F (166765.170000 sec): 3 clusters
  Score: Raw -343897.857768 + Penalty 2720.051424 = -341177.806344
  nChanged 7
		SP:Iteration 61Q (166765.330000 sec): 3 clusters
  Score: Raw -343899.132700 + Penalty 2720.051424 = -341179.081276
  nChanged 5
		SP:Iteration 62Q (166765.480000 sec): 3 clusters
  Score: Raw -343900.078700 + Penalty 2720.051424 = -341180.027276
  nChanged 3
		SP:Iteration 63Q (166765.640000 sec): 3 clusters
  Score: Raw -343900.991347 + Penalty 2720.051424 = -341180.939923
  nChanged 5
		SP:Iteration 64Q (166765.800000 sec): 3 clusters
  Score: Raw -343902.158095 + Penalty 2720.051424 = -341182.106671
  nChanged 5
		SP:Iteration 65Q (166765.960000 sec): 3 clusters
  Score: Raw -343903.756939 + Penalty 2720.051424 = -341183.705515
  nChanged 8
		SP:Iteration 66Q (166766.130000 sec): 3 clusters
  Score: Raw -343906.047911 + Penalty 2720.051424 = -341185.996488
  nChanged 8
		SP:Iteration 67Q (166766.290000 sec): 3 clusters
  Score: Raw -343909.427808 + Penalty 2720.051424 = -341189.376384
  nChanged 12
		SP:Iteration 68Q (166766.460000 sec): 3 clusters
  Score: Raw -343913.470054 + Penalty 2720.051424 = -341193.418630
  nChanged 10
		SP:Iteration 69Q (166766.610000 sec): 3 clusters
  Score: Raw -343915.789072 + Penalty 2720.051424 = -341195.737648
  nChanged 5
		SP:Iteration 70Q (166766.780000 sec): 3 clusters
  Score: Raw -343917.088637 + Penalty 2720.051424 = -341197.037213
  nChanged 4
		SP:Iteration 71Q (166766.950000 sec): 3 clusters
  Score: Raw -343918.814230 + Penalty 2720.051424 = -341198.762807
  nChanged 4
		SP:Iteration 72Q (166767.110000 sec): 3 clusters
  Score: Raw -343919.915747 + Penalty 2720.051424 = -341199.864323
  nChanged 1
		SP:Iteration 73Q (166767.270000 sec): 3 clusters
  Score: Raw -343920.298093 + Penalty 2720.051424 = -341200.246669
  nChanged 3
		SP:Iteration 74Q (166767.470000 sec): 3 clusters
  Score: Raw -343921.298310 + Penalty 2720.051424 = -341201.246886
  nChanged 4
		SP:Iteration 75Q (166767.610000 sec): 3 clusters
  Score: Raw -343921.877166 + Penalty 2720.051424 = -341201.825742
  nChanged 3
		SP:Iteration 76Q (166767.760000 sec): 3 clusters
  Score: Raw -343922.950709 + Penalty 2720.051424 = -341202.899285
  nChanged 5
		SP:Iteration 77Q (166767.920000 sec): 3 clusters
  Score: Raw -343924.033388 + Penalty 2720.051424 = -341203.981964
  nChanged 4
		SP:Iteration 78Q (166768.090000 sec): 3 clusters
  Score: Raw -343925.322889 + Penalty 2720.051424 = -341205.271465
  nChanged 7
		SP:Iteration 79Q (166768.250000 sec): 3 clusters
  Score: Raw -343928.000847 + Penalty 2720.051424 = -341207.949423
  nChanged 7
		SP:Iteration 80F (166768.390000 sec): 3 clusters
  Score: Raw -343930.557830 + Penalty 2720.051424 = -341210.506406
  nChanged 12
		SP:Iteration 81Q (166768.530000 sec): 3 clusters
  Score: Raw -343933.431852 + Penalty 2720.051424 = -341213.380428
  nChanged 14
		SP:Iteration 82Q (166768.680000 sec): 3 clusters
  Score: Raw -343936.963929 + Penalty 2720.051424 = -341216.912505
  nChanged 10
		SP:Iteration 83Q (166768.820000 sec): 3 clusters
  Score: Raw -343939.321069 + Penalty 2720.051424 = -341219.269645
  nChanged 9
		SP:Iteration 84Q (166768.970000 sec): 3 clusters
  Score: Raw -343942.060192 + Penalty 2720.051424 = -341222.008768
  nChanged 7
		SP:Iteration 85Q (166769.120000 sec): 3 clusters
  Score: Raw -343943.476088 + Penalty 2720.051424 = -341223.424664
  nChanged 5
		SP:Iteration 86Q (166769.270000 sec): 3 clusters
  Score: Raw -343944.502935 + Penalty 2720.051424 = -341224.451511
  nChanged 3
		SP:Iteration 87Q (166769.410000 sec): 3 clusters
  Score: Raw -343944.842094 + Penalty 2720.051424 = -341224.790670
  nChanged 1
		SP:Iteration 88Q (166769.560000 sec): 3 clusters
  Score: Raw -343944.936115 + Penalty 2720.051424 = -341224.884691
  nChanged 0
		SP:Iteration 89F (166769.710000 sec): 3 clusters
  Score: Raw -343944.936115 + Penalty 2720.051424 = -341224.884691
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 92 (4802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166769.820000 sec): 2 clusters
  Score: Raw -354734.244788 + Penalty 1377.478014 = -353356.766775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166770.020000 sec): 3 clusters
  Score: Raw -352217.536638 + Penalty 2754.956027 = -349462.580611
  nChanged 1953
		SP:Iteration 1F (166770.180000 sec): 3 clusters
  Score: Raw -353483.059283 + Penalty 2754.956027 = -350728.103256
  nChanged 404
		SP:Iteration 2F (166770.320000 sec): 3 clusters
  Score: Raw -353757.985645 + Penalty 2754.956027 = -351003.029618
  nChanged 288
		SP:Iteration 3F (166770.480000 sec): 3 clusters
  Score: Raw -353962.662801 + Penalty 2754.956027 = -351207.706774
  nChanged 258
		SP:Iteration 4F (166770.630000 sec): 3 clusters
  Score: Raw -354124.873851 + Penalty 2754.956027 = -351369.917824
  nChanged 208
		SP:Iteration 5Q (166770.810000 sec): 3 clusters
  Score: Raw -354263.141325 + Penalty 2754.956027 = -351508.185297
  nChanged 162
		SP:Iteration 6Q (166770.970000 sec): 3 clusters
  Score: Raw -354356.485128 + Penalty 2754.956027 = -351601.529100
  nChanged 148
		SP:Iteration 7Q (166771.180000 sec): 3 clusters
  Score: Raw -354440.371911 + Penalty 2754.956027 = -351685.415883
  nChanged 136
		SP:Iteration 8Q (166771.330000 sec): 3 clusters
  Score: Raw -354518.191113 + Penalty 2754.956027 = -351763.235086
  nChanged 123
		SP:Iteration 9Q (166771.470000 sec): 3 clusters
  Score: Raw -354578.547335 + Penalty 2754.956027 = -351823.591308
  nChanged 100
		SP:Iteration 10Q (166771.620000 sec): 3 clusters
  Score: Raw -354618.343582 + Penalty 2754.956027 = -351863.387554
  nChanged 73
		SP:Iteration 11Q (166771.800000 sec): 3 clusters
  Score: Raw -354646.504996 + Penalty 2754.956027 = -351891.548969
  nChanged 65
		SP:Iteration 12Q (166771.990000 sec): 3 clusters
  Score: Raw -354670.989174 + Penalty 2754.956027 = -351916.033147
  nChanged 71
		SP:Iteration 13Q (166772.130000 sec): 3 clusters
  Score: Raw -354697.783583 + Penalty 2754.956027 = -351942.827555
  nChanged 68
		SP:Iteration 14Q (166772.270000 sec): 3 clusters
  Score: Raw -354722.711487 + Penalty 2754.956027 = -351967.755459
  nChanged 59
		SP:Iteration 15Q (166772.410000 sec): 3 clusters
  Score: Raw -354749.052435 + Penalty 2754.956027 = -351994.096408
  nChanged 58
		SP:Iteration 16Q (166772.560000 sec): 3 clusters
  Score: Raw -354773.453484 + Penalty 2754.956027 = -352018.497456
  nChanged 73
		SP:Iteration 17Q (166772.710000 sec): 3 clusters
  Score: Raw -354799.757327 + Penalty 2754.956027 = -352044.801300
  nChanged 60
		SP:Iteration 18Q (166772.850000 sec): 3 clusters
  Score: Raw -354820.315724 + Penalty 2754.956027 = -352065.359697
  nChanged 45
		SP:Iteration 19Q (166773.010000 sec): 3 clusters
  Score: Raw -354837.354561 + Penalty 2754.956027 = -352082.398534
  nChanged 47
		SP:Iteration 20F (166773.160000 sec): 3 clusters
  Score: Raw -354851.797905 + Penalty 2754.956027 = -352096.841878
  nChanged 44
		SP:Iteration 21Q (166773.300000 sec): 3 clusters
  Score: Raw -354868.858450 + Penalty 2754.956027 = -352113.902423
  nChanged 45
		SP:Iteration 22Q (166773.440000 sec): 3 clusters
  Score: Raw -354884.401214 + Penalty 2754.956027 = -352129.445187
  nChanged 41
		SP:Iteration 23Q (166773.610000 sec): 3 clusters
  Score: Raw -354896.002744 + Penalty 2754.956027 = -352141.046717
  nChanged 28
		SP:Iteration 24Q (166773.760000 sec): 3 clusters
  Score: Raw -354900.707227 + Penalty 2754.956027 = -352145.751199
  nChanged 16
		SP:Iteration 25Q (166773.960000 sec): 3 clusters
  Score: Raw -354903.321099 + Penalty 2754.956027 = -352148.365071
  nChanged 10
		SP:Iteration 26Q (166774.140000 sec): 3 clusters
  Score: Raw -354905.671831 + Penalty 2754.956027 = -352150.715804
  nChanged 11
		SP:Iteration 27Q (166774.290000 sec): 3 clusters
  Score: Raw -354907.676459 + Penalty 2754.956027 = -352152.720432
  nChanged 8
		SP:Iteration 28Q (166774.480000 sec): 3 clusters
  Score: Raw -354909.489411 + Penalty 2754.956027 = -352154.533383
  nChanged 11
		SP:Iteration 29Q (166774.600000 sec): 3 clusters
  Score: Raw -354911.840797 + Penalty 2754.956027 = -352156.884769
  nChanged 7
		SP:Iteration 30Q (166774.750000 sec): 3 clusters
  Score: Raw -354912.943845 + Penalty 2754.956027 = -352157.987818
  nChanged 4
		SP:Iteration 31Q (166774.910000 sec): 3 clusters
  Score: Raw -354913.799600 + Penalty 2754.956027 = -352158.843573
  nChanged 1
		SP:Iteration 32Q (166775.070000 sec): 3 clusters
  Score: Raw -354914.054546 + Penalty 2754.956027 = -352159.098518
  nChanged 0
		SP:Iteration 33F (166775.220000 sec): 3 clusters
  Score: Raw -354914.054546 + Penalty 2754.956027 = -352159.098518
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 93 (2534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166775.300000 sec): 2 clusters
  Score: Raw -194275.484933 + Penalty 1273.602584 = -193001.882350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166775.460000 sec): 3 clusters
  Score: Raw -193140.162939 + Penalty 2547.205167 = -190592.957772
  nChanged 941
		SP:Iteration 1F (166775.610000 sec): 3 clusters
  Score: Raw -193832.634032 + Penalty 2547.205167 = -191285.428865
  nChanged 242
		SP:Iteration 2F (166775.760000 sec): 3 clusters
  Score: Raw -194033.598281 + Penalty 2547.205167 = -191486.393113
  nChanged 167
		SP:Iteration 3F (166775.910000 sec): 3 clusters
  Score: Raw -194169.962404 + Penalty 2547.205167 = -191622.757237
  nChanged 118
		SP:Iteration 4Q (166776.070000 sec): 3 clusters
  Score: Raw -194252.788705 + Penalty 2547.205167 = -191705.583537
  nChanged 87
		SP:Iteration 5Q (166776.230000 sec): 3 clusters
  Score: Raw -194308.792766 + Penalty 2547.205167 = -191761.587599
  nChanged 66
		SP:Iteration 6Q (166776.390000 sec): 3 clusters
  Score: Raw -194352.160729 + Penalty 2547.205167 = -191804.955562
  nChanged 70
		SP:Iteration 7Q (166776.580000 sec): 3 clusters
  Score: Raw -194410.368382 + Penalty 2547.205167 = -191863.163215
  nChanged 59
		SP:Iteration 8Q (166776.740000 sec): 3 clusters
  Score: Raw -194445.480015 + Penalty 2547.205167 = -191898.274847
  nChanged 45
		SP:Iteration 9Q (166776.900000 sec): 3 clusters
  Score: Raw -194468.514373 + Penalty 2547.205167 = -191921.309206
  nChanged 42
		SP:Iteration 10Q (166777.070000 sec): 3 clusters
  Score: Raw -194495.401648 + Penalty 2547.205167 = -191948.196480
  nChanged 45
		SP:Iteration 11Q (166777.210000 sec): 3 clusters
  Score: Raw -194537.182024 + Penalty 2547.205167 = -191989.976857
  nChanged 34
		SP:Iteration 12Q (166777.370000 sec): 3 clusters
  Score: Raw -194559.152813 + Penalty 2547.205167 = -192011.947645
  nChanged 41
		SP:Iteration 13Q (166777.530000 sec): 3 clusters
  Score: Raw -194601.107835 + Penalty 2547.205167 = -192053.902668
  nChanged 54
		SP:Iteration 14Q (166777.690000 sec): 3 clusters
  Score: Raw -194646.446934 + Penalty 2547.205167 = -192099.241767
  nChanged 51
		SP:Iteration 15Q (166777.840000 sec): 3 clusters
  Score: Raw -194697.141018 + Penalty 2547.205167 = -192149.935851
  nChanged 42
		SP:Iteration 16Q (166778.000000 sec): 3 clusters
  Score: Raw -194734.625704 + Penalty 2547.205167 = -192187.420537
  nChanged 42
		SP:Iteration 17Q (166778.180000 sec): 3 clusters
  Score: Raw -194773.399060 + Penalty 2547.205167 = -192226.193893
  nChanged 47
		SP:Iteration 18Q (166778.320000 sec): 3 clusters
  Score: Raw -194813.345746 + Penalty 2547.205167 = -192266.140578
  nChanged 45
		SP:Iteration 19Q (166778.490000 sec): 3 clusters
  Score: Raw -194853.266024 + Penalty 2547.205167 = -192306.060857
  nChanged 49
		SP:Iteration 20F (166778.640000 sec): 3 clusters
  Score: Raw -194887.855129 + Penalty 2547.205167 = -192340.649962
  nChanged 49
		SP:Iteration 21Q (166778.800000 sec): 3 clusters
  Score: Raw -194924.752121 + Penalty 2547.205167 = -192377.546954
  nChanged 44
		SP:Iteration 22Q (166778.960000 sec): 3 clusters
  Score: Raw -194956.370584 + Penalty 2547.205167 = -192409.165417
  nChanged 34
		SP:Iteration 23Q (166779.110000 sec): 3 clusters
  Score: Raw -194985.232408 + Penalty 2547.205167 = -192438.027241
  nChanged 21
		SP:Iteration 24Q (166779.270000 sec): 3 clusters
  Score: Raw -194995.258065 + Penalty 2547.205167 = -192448.052898
  nChanged 13
		SP:Iteration 25Q (166779.400000 sec): 3 clusters
  Score: Raw -195001.379827 + Penalty 2547.205167 = -192454.174659
  nChanged 8
		SP:Iteration 26Q (166779.450000 sec): 3 clusters
  Score: Raw -195006.773558 + Penalty 2547.205167 = -192459.568391
  nChanged 10
		SP:Iteration 27Q (166779.500000 sec): 3 clusters
  Score: Raw -195012.281773 + Penalty 2547.205167 = -192465.076606
  nChanged 7
		SP:Iteration 28Q (166779.670000 sec): 3 clusters
  Score: Raw -195016.244736 + Penalty 2547.205167 = -192469.039569
  nChanged 2
		SP:Iteration 29Q (166779.830000 sec): 3 clusters
  Score: Raw -195016.619615 + Penalty 2547.205167 = -192469.414448
  nChanged 2
		SP:Iteration 30Q (166779.990000 sec): 3 clusters
  Score: Raw -195017.719380 + Penalty 2547.205167 = -192470.514212
  nChanged 4
		SP:Iteration 31Q (166780.160000 sec): 3 clusters
  Score: Raw -195018.848579 + Penalty 2547.205167 = -192471.643412
  nChanged 3
		SP:Iteration 32Q (166780.320000 sec): 3 clusters
  Score: Raw -195020.178337 + Penalty 2547.205167 = -192472.973169
  nChanged 2
		SP:Iteration 33Q (166780.490000 sec): 3 clusters
  Score: Raw -195021.995477 + Penalty 2547.205167 = -192474.790310
  nChanged 4
		SP:Iteration 34Q (166780.650000 sec): 3 clusters
  Score: Raw -195023.677236 + Penalty 2547.205167 = -192476.472068
  nChanged 2
		SP:Iteration 35Q (166780.880000 sec): 3 clusters
  Score: Raw -195024.119381 + Penalty 2547.205167 = -192476.914214
  nChanged 2
		SP:Iteration 36Q (166781.030000 sec): 3 clusters
  Score: Raw -195024.522777 + Penalty 2547.205167 = -192477.317610
  nChanged 1
		SP:Iteration 37Q (166781.130000 sec): 3 clusters
  Score: Raw -195024.648323 + Penalty 2547.205167 = -192477.443155
  nChanged 1
		SP:Iteration 38Q (166781.300000 sec): 3 clusters
  Score: Raw -195024.824119 + Penalty 2547.205167 = -192477.618951
  nChanged 1
		SP:Iteration 39Q (166781.470000 sec): 3 clusters
  Score: Raw -195025.059045 + Penalty 2547.205167 = -192477.853878
  nChanged 3
		SP:Iteration 40F (166781.580000 sec): 3 clusters
  Score: Raw -195026.314525 + Penalty 2547.205167 = -192479.109357
  nChanged 2
		SP:Iteration 41Q (166781.720000 sec): 3 clusters
  Score: Raw -195026.772751 + Penalty 2547.205167 = -192479.567584
  nChanged 0
		SP:Iteration 42F (166781.870000 sec): 3 clusters
  Score: Raw -195026.772751 + Penalty 2547.205167 = -192479.567584
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 94 (9061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166782.020000 sec): 2 clusters
  Score: Raw -694780.569151 + Penalty 1480.656900 = -693299.912251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166782.180000 sec): 3 clusters
  Score: Raw -689841.412498 + Penalty 2961.313800 = -686880.098698
  nChanged 3839
		SP:Iteration 1F (166782.380000 sec): 3 clusters
  Score: Raw -692225.955174 + Penalty 2961.313800 = -689264.641375
  nChanged 747
		SP:Iteration 2F (166782.540000 sec): 3 clusters
  Score: Raw -692753.493548 + Penalty 2961.313800 = -689792.179748
  nChanged 645
		SP:Iteration 3F (166782.710000 sec): 3 clusters
  Score: Raw -693189.015178 + Penalty 2961.313800 = -690227.701378
  nChanged 552
		SP:Iteration 4F (166782.980000 sec): 3 clusters
  Score: Raw -693568.011707 + Penalty 2961.313800 = -690606.697907
  nChanged 451
		SP:Iteration 5Q (166783.140000 sec): 3 clusters
  Score: Raw -693836.087774 + Penalty 2961.313800 = -690874.773974
  nChanged 377
		SP:Iteration 6Q (166783.320000 sec): 3 clusters
  Score: Raw -694019.893144 + Penalty 2961.313800 = -691058.579344
  nChanged 294
		SP:Iteration 7Q (166783.590000 sec): 3 clusters
  Score: Raw -694151.970400 + Penalty 2961.313800 = -691190.656601
  nChanged 244
		SP:Iteration 8Q (166783.790000 sec): 3 clusters
  Score: Raw -694256.100053 + Penalty 2961.313800 = -691294.786253
  nChanged 197
		SP:Iteration 9Q (166783.970000 sec): 3 clusters
  Score: Raw -694340.399343 + Penalty 2961.313800 = -691379.085543
  nChanged 198
		SP:Iteration 10Q (166784.130000 sec): 3 clusters
  Score: Raw -694422.152117 + Penalty 2961.313800 = -691460.838317
  nChanged 176
		SP:Iteration 11Q (166784.290000 sec): 3 clusters
  Score: Raw -694494.213352 + Penalty 2961.313800 = -691532.899553
  nChanged 170
		SP:Iteration 12Q (166784.450000 sec): 3 clusters
  Score: Raw -694569.461740 + Penalty 2961.313800 = -691608.147940
  nChanged 175
		SP:Iteration 13Q (166784.620000 sec): 3 clusters
  Score: Raw -694643.128363 + Penalty 2961.313800 = -691681.814563
  nChanged 145
		SP:Iteration 14Q (166784.790000 sec): 3 clusters
  Score: Raw -694690.433564 + Penalty 2961.313800 = -691729.119764
  nChanged 115
		SP:Iteration 15Q (166785.010000 sec): 3 clusters
  Score: Raw -694728.340673 + Penalty 2961.313800 = -691767.026873
  nChanged 97
		SP:Iteration 16Q (166785.150000 sec): 3 clusters
  Score: Raw -694754.162145 + Penalty 2961.313800 = -691792.848346
  nChanged 69
		SP:Iteration 17Q (166785.340000 sec): 3 clusters
  Score: Raw -694774.873487 + Penalty 2961.313800 = -691813.559687
  nChanged 74
		SP:Iteration 18Q (166785.490000 sec): 3 clusters
  Score: Raw -694795.194901 + Penalty 2961.313800 = -691833.881101
  nChanged 82
		SP:Iteration 19Q (166785.660000 sec): 3 clusters
  Score: Raw -694815.570950 + Penalty 2961.313800 = -691854.257150
  nChanged 55
		SP:Iteration 20F (166785.820000 sec): 3 clusters
  Score: Raw -694830.573133 + Penalty 2961.313800 = -691869.259333
  nChanged 52
		SP:Iteration 21Q (166785.980000 sec): 3 clusters
  Score: Raw -694841.842093 + Penalty 2961.313800 = -691880.528293
  nChanged 47
		SP:Iteration 22Q (166786.170000 sec): 3 clusters
  Score: Raw -694853.856421 + Penalty 2961.313800 = -691892.542621
  nChanged 58
		SP:Iteration 23Q (166786.300000 sec): 3 clusters
  Score: Raw -694865.368126 + Penalty 2961.313800 = -691904.054326
  nChanged 47
		SP:Iteration 24Q (166786.470000 sec): 3 clusters
  Score: Raw -694876.286820 + Penalty 2961.313800 = -691914.973021
  nChanged 49
		SP:Iteration 25Q (166786.660000 sec): 3 clusters
  Score: Raw -694889.451779 + Penalty 2961.313800 = -691928.137979
  nChanged 57
		SP:Iteration 26Q (166786.870000 sec): 3 clusters
  Score: Raw -694905.613338 + Penalty 2961.313800 = -691944.299538
  nChanged 54
		SP:Iteration 27Q (166787.030000 sec): 3 clusters
  Score: Raw -694918.541243 + Penalty 2961.313800 = -691957.227443
  nChanged 46
		SP:Iteration 28Q (166787.190000 sec): 3 clusters
  Score: Raw -694931.738400 + Penalty 2961.313800 = -691970.424600
  nChanged 57
		SP:Iteration 29Q (166787.350000 sec): 3 clusters
  Score: Raw -694950.453946 + Penalty 2961.313800 = -691989.140147
  nChanged 56
		SP:Iteration 30Q (166787.510000 sec): 3 clusters
  Score: Raw -694964.741757 + Penalty 2961.313800 = -692003.427958
  nChanged 53
		SP:Iteration 31Q (166787.670000 sec): 3 clusters
  Score: Raw -694980.891040 + Penalty 2961.313800 = -692019.577241
  nChanged 53
		SP:Iteration 32Q (166787.840000 sec): 3 clusters
  Score: Raw -694993.222347 + Penalty 2961.313800 = -692031.908547
  nChanged 47
		SP:Iteration 33Q (166788.010000 sec): 3 clusters
  Score: Raw -695005.889961 + Penalty 2961.313800 = -692044.576161
  nChanged 47
		SP:Iteration 34Q (166788.170000 sec): 3 clusters
  Score: Raw -695017.160069 + Penalty 2961.313800 = -692055.846270
  nChanged 30
		SP:Iteration 35Q (166788.370000 sec): 3 clusters
  Score: Raw -695023.031225 + Penalty 2961.313800 = -692061.717426
  nChanged 26
		SP:Iteration 36Q (166788.570000 sec): 3 clusters
  Score: Raw -695028.506142 + Penalty 2961.313800 = -692067.192342
  nChanged 27
		SP:Iteration 37Q (166788.740000 sec): 3 clusters
  Score: Raw -695033.463178 + Penalty 2961.313800 = -692072.149378
  nChanged 20
		SP:Iteration 38Q (166788.910000 sec): 3 clusters
  Score: Raw -695037.304866 + Penalty 2961.313800 = -692075.991066
  nChanged 20
		SP:Iteration 39Q (166789.080000 sec): 3 clusters
  Score: Raw -695040.750089 + Penalty 2961.313800 = -692079.436289
  nChanged 19
		SP:Iteration 40F (166789.250000 sec): 3 clusters
  Score: Raw -695043.734693 + Penalty 2961.313800 = -692082.420894
  nChanged 19
		SP:Iteration 41Q (166789.410000 sec): 3 clusters
  Score: Raw -695046.831848 + Penalty 2961.313800 = -692085.518048
  nChanged 23
		SP:Iteration 42Q (166789.580000 sec): 3 clusters
  Score: Raw -695051.881550 + Penalty 2961.313800 = -692090.567750
  nChanged 20
		SP:Iteration 43Q (166789.740000 sec): 3 clusters
  Score: Raw -695055.615506 + Penalty 2961.313800 = -692094.301706
  nChanged 16
		SP:Iteration 44Q (166789.900000 sec): 3 clusters
  Score: Raw -695058.335995 + Penalty 2961.313800 = -692097.022195
  nChanged 13
		SP:Iteration 45Q (166790.090000 sec): 3 clusters
  Score: Raw -695061.060233 + Penalty 2961.313800 = -692099.746434
  nChanged 10
		SP:Iteration 46Q (166790.310000 sec): 3 clusters
  Score: Raw -695062.891777 + Penalty 2961.313800 = -692101.577977
  nChanged 10
		SP:Iteration 47Q (166790.470000 sec): 3 clusters
  Score: Raw -695064.006078 + Penalty 2961.313800 = -692102.692279
  nChanged 6
		SP:Iteration 48Q (166790.640000 sec): 3 clusters
  Score: Raw -695064.813799 + Penalty 2961.313800 = -692103.500000
  nChanged 4
		SP:Iteration 49Q (166790.800000 sec): 3 clusters
  Score: Raw -695065.653561 + Penalty 2961.313800 = -692104.339761
  nChanged 7
		SP:Iteration 50Q (166790.960000 sec): 3 clusters
  Score: Raw -695066.771486 + Penalty 2961.313800 = -692105.457687
  nChanged 8
		SP:Iteration 51Q (166791.140000 sec): 3 clusters
  Score: Raw -695067.692128 + Penalty 2961.313800 = -692106.378329
  nChanged 5
		SP:Iteration 52Q (166791.360000 sec): 3 clusters
  Score: Raw -695068.455505 + Penalty 2961.313800 = -692107.141705
  nChanged 4
		SP:Iteration 53Q (166791.500000 sec): 3 clusters
  Score: Raw -695068.945077 + Penalty 2961.313800 = -692107.631277
  nChanged 2
		SP:Iteration 54Q (166791.700000 sec): 3 clusters
  Score: Raw -695069.860196 + Penalty 2961.313800 = -692108.546397
  nChanged 5
		SP:Iteration 55Q (166791.880000 sec): 3 clusters
  Score: Raw -695070.828740 + Penalty 2961.313800 = -692109.514940
  nChanged 7
		SP:Iteration 56Q (166792.100000 sec): 3 clusters
  Score: Raw -695072.536448 + Penalty 2961.313800 = -692111.222648
  nChanged 10
		SP:Iteration 57Q (166792.350000 sec): 3 clusters
  Score: Raw -695074.262681 + Penalty 2961.313800 = -692112.948881
  nChanged 8
		SP:Iteration 58Q (166792.520000 sec): 3 clusters
  Score: Raw -695075.138651 + Penalty 2961.313800 = -692113.824851
  nChanged 7
		SP:Iteration 59Q (166792.690000 sec): 3 clusters
  Score: Raw -695076.096679 + Penalty 2961.313800 = -692114.782879
  nChanged 3
		SP:Iteration 60F (166792.850000 sec): 3 clusters
  Score: Raw -695076.794615 + Penalty 2961.313800 = -692115.480816
  nChanged 7
		SP:Iteration 61Q (166793.020000 sec): 3 clusters
  Score: Raw -695077.990715 + Penalty 2961.313800 = -692116.676916
  nChanged 6
		SP:Iteration 62Q (166793.170000 sec): 3 clusters
  Score: Raw -695079.128289 + Penalty 2961.313800 = -692117.814489
  nChanged 4
		SP:Iteration 63Q (166793.370000 sec): 3 clusters
  Score: Raw -695079.669193 + Penalty 2961.313800 = -692118.355394
  nChanged 2
		SP:Iteration 64Q (166793.540000 sec): 3 clusters
  Score: Raw -695079.928706 + Penalty 2961.313800 = -692118.614906
  nChanged 2
		SP:Iteration 65Q (166793.680000 sec): 3 clusters
  Score: Raw -695080.157895 + Penalty 2961.313800 = -692118.844096
  nChanged 3
		SP:Iteration 66Q (166793.850000 sec): 3 clusters
  Score: Raw -695080.498721 + Penalty 2961.313800 = -692119.184922
  nChanged 3
		SP:Iteration 67Q (166794.020000 sec): 3 clusters
  Score: Raw -695081.179820 + Penalty 2961.313800 = -692119.866021
  nChanged 6
		SP:Iteration 68Q (166794.190000 sec): 3 clusters
  Score: Raw -695082.275477 + Penalty 2961.313800 = -692120.961677
  nChanged 6
		SP:Iteration 69Q (166794.360000 sec): 3 clusters
  Score: Raw -695083.303486 + Penalty 2961.313800 = -692121.989687
  nChanged 7
		SP:Iteration 70Q (166794.530000 sec): 3 clusters
  Score: Raw -695084.910274 + Penalty 2961.313800 = -692123.596474
  nChanged 2
		SP:Iteration 71Q (166794.700000 sec): 3 clusters
  Score: Raw -695085.441256 + Penalty 2961.313800 = -692124.127456
  nChanged 2
		SP:Iteration 72Q (166794.870000 sec): 3 clusters
  Score: Raw -695086.090440 + Penalty 2961.313800 = -692124.776640
  nChanged 3
		SP:Iteration 73Q (166795.040000 sec): 3 clusters
  Score: Raw -695086.641510 + Penalty 2961.313800 = -692125.327710
  nChanged 5
		SP:Iteration 74Q (166795.200000 sec): 3 clusters
  Score: Raw -695087.354088 + Penalty 2961.313800 = -692126.040288
  nChanged 4
		SP:Iteration 75Q (166795.370000 sec): 3 clusters
  Score: Raw -695088.042617 + Penalty 2961.313800 = -692126.728817
  nChanged 2
		SP:Iteration 76Q (166795.600000 sec): 3 clusters
  Score: Raw -695088.627185 + Penalty 2961.313800 = -692127.313385
  nChanged 2
		SP:Iteration 77Q (166795.760000 sec): 3 clusters
  Score: Raw -695088.933394 + Penalty 2961.313800 = -692127.619594
  nChanged 1
		SP:Iteration 78Q (166795.960000 sec): 3 clusters
  Score: Raw -695088.972510 + Penalty 2961.313800 = -692127.658710
  nChanged 2
		SP:Iteration 79Q (166796.120000 sec): 3 clusters
  Score: Raw -695089.193865 + Penalty 2961.313800 = -692127.880065
  nChanged 3
		SP:Iteration 80F (166796.280000 sec): 3 clusters
  Score: Raw -695090.020016 + Penalty 2961.313800 = -692128.706217
  nChanged 6
		SP:Iteration 81Q (166796.480000 sec): 3 clusters
  Score: Raw -695091.469886 + Penalty 2961.313800 = -692130.156086
  nChanged 7
		SP:Iteration 82Q (166796.760000 sec): 3 clusters
  Score: Raw -695092.634229 + Penalty 2961.313800 = -692131.320429
  nChanged 4
		SP:Iteration 83Q (166796.900000 sec): 3 clusters
  Score: Raw -695093.252584 + Penalty 2961.313800 = -692131.938785
  nChanged 4
		SP:Iteration 84Q (166797.070000 sec): 3 clusters
  Score: Raw -695093.886123 + Penalty 2961.313800 = -692132.572323
  nChanged 3
		SP:Iteration 85Q (166797.280000 sec): 3 clusters
  Score: Raw -695094.533976 + Penalty 2961.313800 = -692133.220176
  nChanged 2
		SP:Iteration 86Q (166797.450000 sec): 3 clusters
  Score: Raw -695094.632021 + Penalty 2961.313800 = -692133.318221
  nChanged 0
		SP:Iteration 87F (166797.660000 sec): 3 clusters
  Score: Raw -695094.632021 + Penalty 2961.313800 = -692133.318221
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 95 (5355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166797.750000 sec): 2 clusters
  Score: Raw -453912.882141 + Penalty 1395.190222 = -452517.691918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166797.910000 sec): 3 clusters
  Score: Raw -451175.925291 + Penalty 2790.380444 = -448385.544846
  nChanged 2109
		SP:Iteration 1F (166798.090000 sec): 3 clusters
  Score: Raw -452482.088389 + Penalty 2790.380444 = -449691.707945
  nChanged 519
		SP:Iteration 2F (166798.260000 sec): 3 clusters
  Score: Raw -452938.354092 + Penalty 2790.380444 = -450147.973647
  nChanged 401
		SP:Iteration 3F (166798.420000 sec): 3 clusters
  Score: Raw -453282.226412 + Penalty 2790.380444 = -450491.845967
  nChanged 309
		SP:Iteration 4F (166798.580000 sec): 3 clusters
  Score: Raw -453506.517560 + Penalty 2790.380444 = -450716.137115
  nChanged 249
		SP:Iteration 5Q (166798.730000 sec): 3 clusters
  Score: Raw -453661.834560 + Penalty 2790.380444 = -450871.454116
  nChanged 208
		SP:Iteration 6Q (166798.890000 sec): 3 clusters
  Score: Raw -453777.375054 + Penalty 2790.380444 = -450986.994609
  nChanged 167
		SP:Iteration 7Q (166799.040000 sec): 3 clusters
  Score: Raw -453857.589091 + Penalty 2790.380444 = -451067.208647
  nChanged 103
		SP:Iteration 8Q (166799.200000 sec): 3 clusters
  Score: Raw -453902.704048 + Penalty 2790.380444 = -451112.323604
  nChanged 98
		SP:Iteration 9Q (166799.400000 sec): 3 clusters
  Score: Raw -453940.764375 + Penalty 2790.380444 = -451150.383930
  nChanged 76
		SP:Iteration 10Q (166799.560000 sec): 3 clusters
  Score: Raw -453969.449609 + Penalty 2790.380444 = -451179.069164
  nChanged 65
		SP:Iteration 11Q (166799.750000 sec): 3 clusters
  Score: Raw -453991.676739 + Penalty 2790.380444 = -451201.296295
  nChanged 50
		SP:Iteration 12Q (166799.900000 sec): 3 clusters
  Score: Raw -454007.757874 + Penalty 2790.380444 = -451217.377430
  nChanged 50
		SP:Iteration 13Q (166800.050000 sec): 3 clusters
  Score: Raw -454023.434015 + Penalty 2790.380444 = -451233.053571
  nChanged 46
		SP:Iteration 14Q (166800.200000 sec): 3 clusters
  Score: Raw -454036.807190 + Penalty 2790.380444 = -451246.426746
  nChanged 38
		SP:Iteration 15Q (166800.350000 sec): 3 clusters
  Score: Raw -454047.066056 + Penalty 2790.380444 = -451256.685612
  nChanged 34
		SP:Iteration 16Q (166800.500000 sec): 3 clusters
  Score: Raw -454056.008913 + Penalty 2790.380444 = -451265.628468
  nChanged 39
		SP:Iteration 17Q (166800.660000 sec): 3 clusters
  Score: Raw -454066.075108 + Penalty 2790.380444 = -451275.694664
  nChanged 36
		SP:Iteration 18Q (166800.810000 sec): 3 clusters
  Score: Raw -454075.127926 + Penalty 2790.380444 = -451284.747481
  nChanged 38
		SP:Iteration 19Q (166800.960000 sec): 3 clusters
  Score: Raw -454083.939266 + Penalty 2790.380444 = -451293.558822
  nChanged 31
		SP:Iteration 20F (166801.120000 sec): 3 clusters
  Score: Raw -454090.229000 + Penalty 2790.380444 = -451299.848556
  nChanged 21
		SP:Iteration 21Q (166801.270000 sec): 3 clusters
  Score: Raw -454094.453502 + Penalty 2790.380444 = -451304.073058
  nChanged 16
		SP:Iteration 22Q (166801.450000 sec): 3 clusters
  Score: Raw -454097.452779 + Penalty 2790.380444 = -451307.072334
  nChanged 15
		SP:Iteration 23Q (166801.610000 sec): 3 clusters
  Score: Raw -454101.760571 + Penalty 2790.380444 = -451311.380127
  nChanged 15
		SP:Iteration 24Q (166801.800000 sec): 3 clusters
  Score: Raw -454105.282385 + Penalty 2790.380444 = -451314.901940
  nChanged 14
		SP:Iteration 25Q (166801.960000 sec): 3 clusters
  Score: Raw -454108.869774 + Penalty 2790.380444 = -451318.489330
  nChanged 14
		SP:Iteration 26Q (166802.110000 sec): 3 clusters
  Score: Raw -454112.859559 + Penalty 2790.380444 = -451322.479114
  nChanged 15
		SP:Iteration 27Q (166802.290000 sec): 3 clusters
  Score: Raw -454115.765530 + Penalty 2790.380444 = -451325.385085
  nChanged 8
		SP:Iteration 28Q (166802.460000 sec): 3 clusters
  Score: Raw -454117.839726 + Penalty 2790.380444 = -451327.459281
  nChanged 15
		SP:Iteration 29Q (166802.630000 sec): 3 clusters
  Score: Raw -454121.130237 + Penalty 2790.380444 = -451330.749793
  nChanged 15
		SP:Iteration 30Q (166802.800000 sec): 3 clusters
  Score: Raw -454124.619166 + Penalty 2790.380444 = -451334.238721
  nChanged 12
		SP:Iteration 31Q (166802.930000 sec): 3 clusters
  Score: Raw -454126.319063 + Penalty 2790.380444 = -451335.938619
  nChanged 5
		SP:Iteration 32Q (166803.070000 sec): 3 clusters
  Score: Raw -454127.409881 + Penalty 2790.380444 = -451337.029437
  nChanged 6
		SP:Iteration 33Q (166803.220000 sec): 3 clusters
  Score: Raw -454128.778501 + Penalty 2790.380444 = -451338.398057
  nChanged 6
		SP:Iteration 34Q (166803.350000 sec): 3 clusters
  Score: Raw -454129.580685 + Penalty 2790.380444 = -451339.200241
  nChanged 2
		SP:Iteration 35Q (166803.490000 sec): 3 clusters
  Score: Raw -454129.873673 + Penalty 2790.380444 = -451339.493229
  nChanged 0
		SP:Iteration 36F (166803.630000 sec): 3 clusters
  Score: Raw -454129.873673 + Penalty 2790.380444 = -451339.493229
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 96 (4504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166803.740000 sec): 2 clusters
  Score: Raw -333349.242183 + Penalty 1367.067190 = -331982.174993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166803.940000 sec): 3 clusters
  Score: Raw -331068.508729 + Penalty 2734.134380 = -328334.374348
  nChanged 1792
		SP:Iteration 1F (166804.130000 sec): 3 clusters
  Score: Raw -332174.460636 + Penalty 2734.134380 = -329440.326256
  nChanged 368
		SP:Iteration 2F (166804.310000 sec): 3 clusters
  Score: Raw -332399.345469 + Penalty 2734.134380 = -329665.211089
  nChanged 266
		SP:Iteration 3F (166804.510000 sec): 3 clusters
  Score: Raw -332560.715875 + Penalty 2734.134380 = -329826.581494
  nChanged 226
		SP:Iteration 4F (166804.680000 sec): 3 clusters
  Score: Raw -332701.424891 + Penalty 2734.134380 = -329967.290511
  nChanged 194
		SP:Iteration 5Q (166804.830000 sec): 3 clusters
  Score: Raw -332823.622854 + Penalty 2734.134380 = -330089.488474
  nChanged 157
		SP:Iteration 6Q (166804.990000 sec): 3 clusters
  Score: Raw -332907.315289 + Penalty 2734.134380 = -330173.180909
  nChanged 148
		SP:Iteration 7Q (166805.140000 sec): 3 clusters
  Score: Raw -332988.573662 + Penalty 2734.134380 = -330254.439282
  nChanged 121
		SP:Iteration 8Q (166805.320000 sec): 3 clusters
  Score: Raw -333053.351370 + Penalty 2734.134380 = -330319.216990
  nChanged 108
		SP:Iteration 9Q (166805.490000 sec): 3 clusters
  Score: Raw -333126.422407 + Penalty 2734.134380 = -330392.288027
  nChanged 110
		SP:Iteration 10Q (166805.650000 sec): 3 clusters
  Score: Raw -333198.096742 + Penalty 2734.134380 = -330463.962362
  nChanged 98
		SP:Iteration 11Q (166805.800000 sec): 3 clusters
  Score: Raw -333255.071233 + Penalty 2734.134380 = -330520.936853
  nChanged 96
		SP:Iteration 12Q (166805.960000 sec): 3 clusters
  Score: Raw -333306.786129 + Penalty 2734.134380 = -330572.651748
  nChanged 79
		SP:Iteration 13Q (166806.110000 sec): 3 clusters
  Score: Raw -333339.655795 + Penalty 2734.134380 = -330605.521414
  nChanged 49
		SP:Iteration 14Q (166806.270000 sec): 3 clusters
  Score: Raw -333364.198481 + Penalty 2734.134380 = -330630.064100
  nChanged 42
		SP:Iteration 15Q (166806.430000 sec): 3 clusters
  Score: Raw -333392.924179 + Penalty 2734.134380 = -330658.789799
  nChanged 43
		SP:Iteration 16Q (166806.600000 sec): 3 clusters
  Score: Raw -333417.386188 + Penalty 2734.134380 = -330683.251807
  nChanged 58
		SP:Iteration 17Q (166806.770000 sec): 3 clusters
  Score: Raw -333447.499600 + Penalty 2734.134380 = -330713.365220
  nChanged 45
		SP:Iteration 18Q (166806.940000 sec): 3 clusters
  Score: Raw -333463.922369 + Penalty 2734.134380 = -330729.787988
  nChanged 41
		SP:Iteration 19Q (166807.090000 sec): 3 clusters
  Score: Raw -333479.550342 + Penalty 2734.134380 = -330745.415962
  nChanged 31
		SP:Iteration 20F (166807.240000 sec): 3 clusters
  Score: Raw -333493.577335 + Penalty 2734.134380 = -330759.442955
  nChanged 20
		SP:Iteration 21Q (166807.400000 sec): 3 clusters
  Score: Raw -333504.192114 + Penalty 2734.134380 = -330770.057734
  nChanged 21
		SP:Iteration 22Q (166807.600000 sec): 3 clusters
  Score: Raw -333513.703401 + Penalty 2734.134380 = -330779.569021
  nChanged 21
		SP:Iteration 23Q (166807.730000 sec): 3 clusters
  Score: Raw -333522.111017 + Penalty 2734.134380 = -330787.976637
  nChanged 18
		SP:Iteration 24Q (166807.940000 sec): 3 clusters
  Score: Raw -333528.671672 + Penalty 2734.134380 = -330794.537292
  nChanged 13
		SP:Iteration 25Q (166808.100000 sec): 3 clusters
  Score: Raw -333533.702351 + Penalty 2734.134380 = -330799.567971
  nChanged 17
		SP:Iteration 26Q (166808.250000 sec): 3 clusters
  Score: Raw -333544.089032 + Penalty 2734.134380 = -330809.954652
  nChanged 25
		SP:Iteration 27Q (166808.400000 sec): 3 clusters
  Score: Raw -333554.839199 + Penalty 2734.134380 = -330820.704819
  nChanged 19
		SP:Iteration 28Q (166808.550000 sec): 3 clusters
  Score: Raw -333563.083398 + Penalty 2734.134380 = -330828.949018
  nChanged 14
		SP:Iteration 29Q (166808.720000 sec): 3 clusters
  Score: Raw -333569.418830 + Penalty 2734.134380 = -330835.284450
  nChanged 15
		SP:Iteration 30Q (166808.880000 sec): 3 clusters
  Score: Raw -333573.895084 + Penalty 2734.134380 = -330839.760704
  nChanged 8
		SP:Iteration 31Q (166809.040000 sec): 3 clusters
  Score: Raw -333576.193104 + Penalty 2734.134380 = -330842.058723
  nChanged 9
		SP:Iteration 32Q (166809.200000 sec): 3 clusters
  Score: Raw -333579.351784 + Penalty 2734.134380 = -330845.217404
  nChanged 7
		SP:Iteration 33Q (166809.370000 sec): 3 clusters
  Score: Raw -333581.490055 + Penalty 2734.134380 = -330847.355675
  nChanged 7
		SP:Iteration 34Q (166809.530000 sec): 3 clusters
  Score: Raw -333583.023512 + Penalty 2734.134380 = -330848.889132
  nChanged 5
		SP:Iteration 35Q (166809.690000 sec): 3 clusters
  Score: Raw -333585.134017 + Penalty 2734.134380 = -330850.999636
  nChanged 10
		SP:Iteration 36Q (166809.860000 sec): 3 clusters
  Score: Raw -333588.273711 + Penalty 2734.134380 = -330854.139331
  nChanged 9
		SP:Iteration 37Q (166810.020000 sec): 3 clusters
  Score: Raw -333590.612448 + Penalty 2734.134380 = -330856.478068
  nChanged 8
		SP:Iteration 38Q (166810.180000 sec): 3 clusters
  Score: Raw -333593.383174 + Penalty 2734.134380 = -330859.248794
  nChanged 8
		SP:Iteration 39Q (166810.340000 sec): 3 clusters
  Score: Raw -333596.027109 + Penalty 2734.134380 = -330861.892729
  nChanged 8
		SP:Iteration 40F (166810.500000 sec): 3 clusters
  Score: Raw -333598.384392 + Penalty 2734.134380 = -330864.250012
  nChanged 5
		SP:Iteration 41Q (166810.660000 sec): 3 clusters
  Score: Raw -333601.745045 + Penalty 2734.134380 = -330867.610665
  nChanged 7
		SP:Iteration 42Q (166810.830000 sec): 3 clusters
  Score: Raw -333605.993789 + Penalty 2734.134380 = -330871.859409
  nChanged 9
		SP:Iteration 43Q (166810.990000 sec): 3 clusters
  Score: Raw -333610.849443 + Penalty 2734.134380 = -330876.715063
  nChanged 12
		SP:Iteration 44Q (166811.190000 sec): 3 clusters
  Score: Raw -333615.705922 + Penalty 2734.134380 = -330881.571541
  nChanged 14
		SP:Iteration 45Q (166811.370000 sec): 3 clusters
  Score: Raw -333619.827681 + Penalty 2734.134380 = -330885.693301
  nChanged 12
		SP:Iteration 46Q (166811.540000 sec): 3 clusters
  Score: Raw -333625.256571 + Penalty 2734.134380 = -330891.122191
  nChanged 16
		SP:Iteration 47Q (166811.710000 sec): 3 clusters
  Score: Raw -333635.139924 + Penalty 2734.134380 = -330901.005543
  nChanged 19
		SP:Iteration 48Q (166811.870000 sec): 3 clusters
  Score: Raw -333642.468220 + Penalty 2734.134380 = -330908.333840
  nChanged 20
		SP:Iteration 49Q (166812.010000 sec): 3 clusters
  Score: Raw -333648.525022 + Penalty 2734.134380 = -330914.390642
  nChanged 10
		SP:Iteration 50Q (166812.160000 sec): 3 clusters
  Score: Raw -333651.782421 + Penalty 2734.134380 = -330917.648041
  nChanged 6
		SP:Iteration 51Q (166812.310000 sec): 3 clusters
  Score: Raw -333654.724922 + Penalty 2734.134380 = -330920.590541
  nChanged 8
		SP:Iteration 52Q (166812.470000 sec): 3 clusters
  Score: Raw -333657.185163 + Penalty 2734.134380 = -330923.050783
  nChanged 6
		SP:Iteration 53Q (166812.620000 sec): 3 clusters
  Score: Raw -333658.884097 + Penalty 2734.134380 = -330924.749716
  nChanged 7
		SP:Iteration 54Q (166812.790000 sec): 3 clusters
  Score: Raw -333660.474779 + Penalty 2734.134380 = -330926.340398
  nChanged 5
		SP:Iteration 55Q (166812.950000 sec): 3 clusters
  Score: Raw -333662.452416 + Penalty 2734.134380 = -330928.318036
  nChanged 4
		SP:Iteration 56Q (166813.120000 sec): 3 clusters
  Score: Raw -333663.662207 + Penalty 2734.134380 = -330929.527827
  nChanged 2
		SP:Iteration 57Q (166813.280000 sec): 3 clusters
  Score: Raw -333663.874010 + Penalty 2734.134380 = -330929.739630
  nChanged 1
		SP:Iteration 58Q (166813.450000 sec): 3 clusters
  Score: Raw -333664.224183 + Penalty 2734.134380 = -330930.089802
  nChanged 1
		SP:Iteration 59Q (166813.590000 sec): 3 clusters
  Score: Raw -333664.376434 + Penalty 2734.134380 = -330930.242054
  nChanged 1
		SP:Iteration 60F (166813.750000 sec): 3 clusters
  Score: Raw -333664.532412 + Penalty 2734.134380 = -330930.398032
  nChanged 1
		SP:Iteration 61Q (166813.910000 sec): 3 clusters
  Score: Raw -333664.688213 + Penalty 2734.134380 = -330930.553832
  nChanged 0
		SP:Iteration 62F (166814.070000 sec): 3 clusters
  Score: Raw -333664.688213 + Penalty 2734.134380 = -330930.553832
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 97 (3650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166814.180000 sec): 2 clusters
  Score: Raw -302024.327373 + Penalty 1332.903398 = -300691.423975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166814.370000 sec): 3 clusters
  Score: Raw -300249.371808 + Penalty 2665.806795 = -297583.565013
  nChanged 1415
		SP:Iteration 1F (166814.540000 sec): 3 clusters
  Score: Raw -301047.074920 + Penalty 2665.806795 = -298381.268125
  nChanged 283
		SP:Iteration 2F (166814.700000 sec): 3 clusters
  Score: Raw -301246.999765 + Penalty 2665.806795 = -298581.192970
  nChanged 227
		SP:Iteration 3F (166814.860000 sec): 3 clusters
  Score: Raw -301414.877611 + Penalty 2665.806795 = -298749.070816
  nChanged 200
		SP:Iteration 4F (166815.020000 sec): 3 clusters
  Score: Raw -301543.273734 + Penalty 2665.806795 = -298877.466939
  nChanged 145
		SP:Iteration 5Q (166815.180000 sec): 3 clusters
  Score: Raw -301627.098128 + Penalty 2665.806795 = -298961.291333
  nChanged 111
		SP:Iteration 6Q (166815.340000 sec): 3 clusters
  Score: Raw -301691.873155 + Penalty 2665.806795 = -299026.066360
  nChanged 105
		SP:Iteration 7Q (166815.490000 sec): 3 clusters
  Score: Raw -301743.959328 + Penalty 2665.806795 = -299078.152532
  nChanged 96
		SP:Iteration 8Q (166815.650000 sec): 3 clusters
  Score: Raw -301790.182411 + Penalty 2665.806795 = -299124.375616
  nChanged 80
		SP:Iteration 9Q (166815.820000 sec): 3 clusters
  Score: Raw -301825.463136 + Penalty 2665.806795 = -299159.656341
  nChanged 57
		SP:Iteration 10Q (166815.980000 sec): 3 clusters
  Score: Raw -301844.619113 + Penalty 2665.806795 = -299178.812318
  nChanged 41
		SP:Iteration 11Q (166816.140000 sec): 3 clusters
  Score: Raw -301862.581938 + Penalty 2665.806795 = -299196.775143
  nChanged 41
		SP:Iteration 12Q (166816.300000 sec): 3 clusters
  Score: Raw -301877.346642 + Penalty 2665.806795 = -299211.539846
  nChanged 21
		SP:Iteration 13Q (166816.460000 sec): 3 clusters
  Score: Raw -301883.705958 + Penalty 2665.806795 = -299217.899163
  nChanged 20
		SP:Iteration 14Q (166816.610000 sec): 3 clusters
  Score: Raw -301892.512320 + Penalty 2665.806795 = -299226.705525
  nChanged 20
		SP:Iteration 15Q (166816.770000 sec): 3 clusters
  Score: Raw -301899.581708 + Penalty 2665.806795 = -299233.774913
  nChanged 22
		SP:Iteration 16Q (166816.930000 sec): 3 clusters
  Score: Raw -301907.827572 + Penalty 2665.806795 = -299242.020777
  nChanged 33
		SP:Iteration 17Q (166817.090000 sec): 3 clusters
  Score: Raw -301918.391085 + Penalty 2665.806795 = -299252.584290
  nChanged 24
		SP:Iteration 18Q (166817.290000 sec): 3 clusters
  Score: Raw -301926.922142 + Penalty 2665.806795 = -299261.115347
  nChanged 24
		SP:Iteration 19Q (166817.430000 sec): 3 clusters
  Score: Raw -301935.564708 + Penalty 2665.806795 = -299269.757913
  nChanged 29
		SP:Iteration 20F (166817.590000 sec): 3 clusters
  Score: Raw -301948.089000 + Penalty 2665.806795 = -299282.282205
  nChanged 22
		SP:Iteration 21Q (166817.750000 sec): 3 clusters
  Score: Raw -301956.126375 + Penalty 2665.806795 = -299290.319580
  nChanged 24
		SP:Iteration 22Q (166817.900000 sec): 3 clusters
  Score: Raw -301963.558725 + Penalty 2665.806795 = -299297.751930
  nChanged 19
		SP:Iteration 23Q (166818.130000 sec): 3 clusters
  Score: Raw -301969.428048 + Penalty 2665.806795 = -299303.621253
  nChanged 13
		SP:Iteration 24Q (166818.250000 sec): 3 clusters
  Score: Raw -301973.366159 + Penalty 2665.806795 = -299307.559364
  nChanged 16
		SP:Iteration 25Q (166818.420000 sec): 3 clusters
  Score: Raw -301978.582789 + Penalty 2665.806795 = -299312.775994
  nChanged 14
		SP:Iteration 26Q (166818.610000 sec): 3 clusters
  Score: Raw -301983.839918 + Penalty 2665.806795 = -299318.033123
  nChanged 14
		SP:Iteration 27Q (166818.730000 sec): 3 clusters
  Score: Raw -301987.958507 + Penalty 2665.806795 = -299322.151711
  nChanged 5
		SP:Iteration 28Q (166818.880000 sec): 3 clusters
  Score: Raw -301989.261407 + Penalty 2665.806795 = -299323.454612
  nChanged 5
		SP:Iteration 29Q (166819.020000 sec): 3 clusters
  Score: Raw -301991.248591 + Penalty 2665.806795 = -299325.441796
  nChanged 6
		SP:Iteration 30Q (166819.160000 sec): 3 clusters
  Score: Raw -301992.836751 + Penalty 2665.806795 = -299327.029956
  nChanged 4
		SP:Iteration 31Q (166819.300000 sec): 3 clusters
  Score: Raw -301994.051217 + Penalty 2665.806795 = -299328.244422
  nChanged 4
		SP:Iteration 32Q (166819.430000 sec): 3 clusters
  Score: Raw -301995.969489 + Penalty 2665.806795 = -299330.162694
  nChanged 7
		SP:Iteration 33Q (166819.550000 sec): 3 clusters
  Score: Raw -301998.601979 + Penalty 2665.806795 = -299332.795184
  nChanged 7
		SP:Iteration 34Q (166819.690000 sec): 3 clusters
  Score: Raw -302001.163972 + Penalty 2665.806795 = -299335.357177
  nChanged 9
		SP:Iteration 35Q (166819.840000 sec): 3 clusters
  Score: Raw -302003.313199 + Penalty 2665.806795 = -299337.506404
  nChanged 9
		SP:Iteration 36Q (166820.010000 sec): 3 clusters
  Score: Raw -302006.841222 + Penalty 2665.806795 = -299341.034427
  nChanged 12
		SP:Iteration 37Q (166820.190000 sec): 3 clusters
  Score: Raw -302010.235509 + Penalty 2665.806795 = -299344.428714
  nChanged 8
		SP:Iteration 38Q (166820.360000 sec): 3 clusters
  Score: Raw -302013.376588 + Penalty 2665.806795 = -299347.569793
  nChanged 9
		SP:Iteration 39Q (166820.530000 sec): 3 clusters
  Score: Raw -302015.842296 + Penalty 2665.806795 = -299350.035500
  nChanged 5
		SP:Iteration 40F (166820.690000 sec): 3 clusters
  Score: Raw -302016.800999 + Penalty 2665.806795 = -299350.994204
  nChanged 3
		SP:Iteration 41Q (166820.860000 sec): 3 clusters
  Score: Raw -302017.225164 + Penalty 2665.806795 = -299351.418369
  nChanged 1
		SP:Iteration 42Q (166821.020000 sec): 3 clusters
  Score: Raw -302017.343633 + Penalty 2665.806795 = -299351.536838
  nChanged 0
		SP:Iteration 43F (166821.180000 sec): 3 clusters
  Score: Raw -302017.343633 + Penalty 2665.806795 = -299351.536838
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 98 (4815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166821.300000 sec): 2 clusters
  Score: Raw -463776.001308 + Penalty 1377.917340 = -462398.083968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166821.500000 sec): 3 clusters
  Score: Raw -461342.587707 + Penalty 2755.834680 = -458586.753027
  nChanged 1902
		SP:Iteration 1F (166821.640000 sec): 3 clusters
  Score: Raw -462417.669638 + Penalty 2755.834680 = -459661.834958
  nChanged 335
		SP:Iteration 2F (166821.780000 sec): 3 clusters
  Score: Raw -462612.541301 + Penalty 2755.834680 = -459856.706621
  nChanged 280
		SP:Iteration 3F (166821.960000 sec): 3 clusters
  Score: Raw -462767.568005 + Penalty 2755.834680 = -460011.733324
  nChanged 245
		SP:Iteration 4F (166822.140000 sec): 3 clusters
  Score: Raw -462902.766415 + Penalty 2755.834680 = -460146.931735
  nChanged 218
		SP:Iteration 5Q (166822.290000 sec): 3 clusters
  Score: Raw -463014.147193 + Penalty 2755.834680 = -460258.312513
  nChanged 182
		SP:Iteration 6Q (166822.440000 sec): 3 clusters
  Score: Raw -463116.230612 + Penalty 2755.834680 = -460360.395932
  nChanged 178
		SP:Iteration 7Q (166822.580000 sec): 3 clusters
  Score: Raw -463201.496683 + Penalty 2755.834680 = -460445.662003
  nChanged 156
		SP:Iteration 8Q (166822.730000 sec): 3 clusters
  Score: Raw -463281.670414 + Penalty 2755.834680 = -460525.835733
  nChanged 132
		SP:Iteration 9Q (166822.920000 sec): 3 clusters
  Score: Raw -463342.848326 + Penalty 2755.834680 = -460587.013646
  nChanged 108
		SP:Iteration 10Q (166823.080000 sec): 3 clusters
  Score: Raw -463391.139302 + Penalty 2755.834680 = -460635.304622
  nChanged 105
		SP:Iteration 11Q (166823.240000 sec): 3 clusters
  Score: Raw -463432.515360 + Penalty 2755.834680 = -460676.680680
  nChanged 80
		SP:Iteration 12Q (166823.400000 sec): 3 clusters
  Score: Raw -463458.269962 + Penalty 2755.834680 = -460702.435282
  nChanged 58
		SP:Iteration 13Q (166823.560000 sec): 3 clusters
  Score: Raw -463478.640568 + Penalty 2755.834680 = -460722.805888
  nChanged 60
		SP:Iteration 14Q (166823.710000 sec): 3 clusters
  Score: Raw -463500.816073 + Penalty 2755.834680 = -460744.981393
  nChanged 49
		SP:Iteration 15Q (166823.850000 sec): 3 clusters
  Score: Raw -463521.076086 + Penalty 2755.834680 = -460765.241405
  nChanged 58
		SP:Iteration 16Q (166824.040000 sec): 3 clusters
  Score: Raw -463544.589695 + Penalty 2755.834680 = -460788.755015
  nChanged 51
		SP:Iteration 17Q (166824.190000 sec): 3 clusters
  Score: Raw -463562.130113 + Penalty 2755.834680 = -460806.295433
  nChanged 51
		SP:Iteration 18Q (166824.350000 sec): 3 clusters
  Score: Raw -463581.661152 + Penalty 2755.834680 = -460825.826472
  nChanged 49
		SP:Iteration 19Q (166824.490000 sec): 3 clusters
  Score: Raw -463603.874992 + Penalty 2755.834680 = -460848.040312
  nChanged 53
		SP:Iteration 20F (166824.630000 sec): 3 clusters
  Score: Raw -463628.215703 + Penalty 2755.834680 = -460872.381022
  nChanged 44
		SP:Iteration 21Q (166824.770000 sec): 3 clusters
  Score: Raw -463648.222208 + Penalty 2755.834680 = -460892.387527
  nChanged 42
		SP:Iteration 22Q (166824.950000 sec): 3 clusters
  Score: Raw -463668.442647 + Penalty 2755.834680 = -460912.607967
  nChanged 41
		SP:Iteration 23Q (166825.090000 sec): 3 clusters
  Score: Raw -463688.218210 + Penalty 2755.834680 = -460932.383530
  nChanged 34
		SP:Iteration 24Q (166825.230000 sec): 3 clusters
  Score: Raw -463705.598385 + Penalty 2755.834680 = -460949.763704
  nChanged 40
		SP:Iteration 25Q (166825.380000 sec): 3 clusters
  Score: Raw -463723.259783 + Penalty 2755.834680 = -460967.425102
  nChanged 45
		SP:Iteration 26Q (166825.520000 sec): 3 clusters
  Score: Raw -463746.305464 + Penalty 2755.834680 = -460990.470783
  nChanged 50
		SP:Iteration 27Q (166825.660000 sec): 3 clusters
  Score: Raw -463775.250712 + Penalty 2755.834680 = -461019.416032
  nChanged 43
		SP:Iteration 28Q (166825.810000 sec): 3 clusters
  Score: Raw -463798.269927 + Penalty 2755.834680 = -461042.435246
  nChanged 47
		SP:Iteration 29Q (166825.950000 sec): 3 clusters
  Score: Raw -463829.391663 + Penalty 2755.834680 = -461073.556982
  nChanged 43
		SP:Iteration 30Q (166826.100000 sec): 3 clusters
  Score: Raw -463847.798232 + Penalty 2755.834680 = -461091.963552
  nChanged 32
		SP:Iteration 31Q (166826.240000 sec): 3 clusters
  Score: Raw -463862.815877 + Penalty 2755.834680 = -461106.981197
  nChanged 28
		SP:Iteration 32Q (166826.380000 sec): 3 clusters
  Score: Raw -463873.628677 + Penalty 2755.834680 = -461117.793997
  nChanged 21
		SP:Iteration 33Q (166826.530000 sec): 3 clusters
  Score: Raw -463883.134037 + Penalty 2755.834680 = -461127.299356
  nChanged 24
		SP:Iteration 34Q (166826.670000 sec): 3 clusters
  Score: Raw -463896.972452 + Penalty 2755.834680 = -461141.137772
  nChanged 24
		SP:Iteration 35Q (166826.820000 sec): 3 clusters
  Score: Raw -463909.965065 + Penalty 2755.834680 = -461154.130385
  nChanged 31
		SP:Iteration 36Q (166826.960000 sec): 3 clusters
  Score: Raw -463925.016097 + Penalty 2755.834680 = -461169.181417
  nChanged 24
		SP:Iteration 37Q (166827.100000 sec): 3 clusters
  Score: Raw -463936.936266 + Penalty 2755.834680 = -461181.101586
  nChanged 25
		SP:Iteration 38Q (166827.250000 sec): 3 clusters
  Score: Raw -463949.025116 + Penalty 2755.834680 = -461193.190436
  nChanged 29
		SP:Iteration 39Q (166827.390000 sec): 3 clusters
  Score: Raw -463965.804395 + Penalty 2755.834680 = -461209.969714
  nChanged 25
		SP:Iteration 40F (166827.530000 sec): 3 clusters
  Score: Raw -463979.302870 + Penalty 2755.834680 = -461223.468190
  nChanged 22
		SP:Iteration 41Q (166827.670000 sec): 3 clusters
  Score: Raw -463988.918535 + Penalty 2755.834680 = -461233.083855
  nChanged 20
		SP:Iteration 42Q (166827.820000 sec): 3 clusters
  Score: Raw -463998.184954 + Penalty 2755.834680 = -461242.350274
  nChanged 15
		SP:Iteration 43Q (166827.980000 sec): 3 clusters
  Score: Raw -464005.179449 + Penalty 2755.834680 = -461249.344768
  nChanged 16
		SP:Iteration 44Q (166828.140000 sec): 3 clusters
  Score: Raw -464012.323965 + Penalty 2755.834680 = -461256.489285
  nChanged 14
		SP:Iteration 45Q (166828.300000 sec): 3 clusters
  Score: Raw -464018.179513 + Penalty 2755.834680 = -461262.344832
  nChanged 9
		SP:Iteration 46Q (166828.450000 sec): 3 clusters
  Score: Raw -464022.050532 + Penalty 2755.834680 = -461266.215852
  nChanged 7
		SP:Iteration 47Q (166828.610000 sec): 3 clusters
  Score: Raw -464024.724281 + Penalty 2755.834680 = -461268.889601
  nChanged 8
		SP:Iteration 48Q (166828.770000 sec): 3 clusters
  Score: Raw -464027.900251 + Penalty 2755.834680 = -461272.065571
  nChanged 8
		SP:Iteration 49Q (166828.970000 sec): 3 clusters
  Score: Raw -464030.714006 + Penalty 2755.834680 = -461274.879326
  nChanged 0
		SP:Iteration 50F (166829.110000 sec): 3 clusters
  Score: Raw -464030.714006 + Penalty 2755.834680 = -461274.879326
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 99 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166829.210000 sec): 2 clusters
  Score: Raw -100665.683358 + Penalty 1144.371503 = -99521.311855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166829.330000 sec): 3 clusters
  Score: Raw -100302.624396 + Penalty 2288.743006 = -98013.881390
  nChanged 351
		SP:Iteration 1F (166829.480000 sec): 3 clusters
  Score: Raw -100598.350548 + Penalty 2288.743006 = -98309.607542
  nChanged 95
		SP:Iteration 2F (166829.630000 sec): 3 clusters
  Score: Raw -100708.537826 + Penalty 2288.743006 = -98419.794820
  nChanged 46
		SP:Iteration 3Q (166829.790000 sec): 3 clusters
  Score: Raw -100760.916706 + Penalty 2288.743006 = -98472.173700
  nChanged 29
		SP:Iteration 4Q (166829.940000 sec): 3 clusters
  Score: Raw -100786.188825 + Penalty 2288.743006 = -98497.445819
  nChanged 20
		SP:Iteration 5Q (166830.100000 sec): 3 clusters
  Score: Raw -100808.695520 + Penalty 2288.743006 = -98519.952514
  nChanged 26
		SP:Iteration 6Q (166830.270000 sec): 3 clusters
  Score: Raw -100833.467522 + Penalty 2288.743006 = -98544.724516
  nChanged 16
		SP:Iteration 7Q (166830.440000 sec): 3 clusters
  Score: Raw -100843.851117 + Penalty 2288.743006 = -98555.108111
  nChanged 10
		SP:Iteration 8Q (166830.600000 sec): 3 clusters
  Score: Raw -100853.032183 + Penalty 2288.743006 = -98564.289177
  nChanged 6
		SP:Iteration 9Q (166830.760000 sec): 3 clusters
  Score: Raw -100857.461393 + Penalty 2288.743006 = -98568.718387
  nChanged 8
		SP:Iteration 10Q (166830.920000 sec): 3 clusters
  Score: Raw -100864.995191 + Penalty 2288.743006 = -98576.252185
  nChanged 9
		SP:Iteration 11Q (166831.080000 sec): 3 clusters
  Score: Raw -100873.646669 + Penalty 2288.743006 = -98584.903664
  nChanged 8
		SP:Iteration 12Q (166831.250000 sec): 3 clusters
  Score: Raw -100885.994056 + Penalty 2288.743006 = -98597.251050
  nChanged 7
		SP:Iteration 13Q (166831.390000 sec): 3 clusters
  Score: Raw -100890.353229 + Penalty 2288.743006 = -98601.610223
  nChanged 1
		SP:Iteration 14Q (166831.560000 sec): 3 clusters
  Score: Raw -100890.831607 + Penalty 2288.743006 = -98602.088601
  nChanged 1
		SP:Iteration 15Q (166831.720000 sec): 3 clusters
  Score: Raw -100891.204619 + Penalty 2288.743006 = -98602.461614
  nChanged 0
		SP:Iteration 16F (166831.870000 sec): 3 clusters
  Score: Raw -100891.204619 + Penalty 2288.743006 = -98602.461614
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 100 (6215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166831.990000 sec): 2 clusters
  Score: Raw -531622.001276 + Penalty 1419.392163 = -530202.609113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166832.190000 sec): 3 clusters
  Score: Raw -528330.901225 + Penalty 2838.784326 = -525492.116899
  nChanged 2601
		SP:Iteration 1F (166832.380000 sec): 3 clusters
  Score: Raw -530034.399861 + Penalty 2838.784326 = -527195.615535
  nChanged 569
		SP:Iteration 2F (166832.570000 sec): 3 clusters
  Score: Raw -530486.771826 + Penalty 2838.784326 = -527647.987499
  nChanged 485
		SP:Iteration 3F (166832.770000 sec): 3 clusters
  Score: Raw -530880.039213 + Penalty 2838.784326 = -528041.254887
  nChanged 391
		SP:Iteration 4F (166832.950000 sec): 3 clusters
  Score: Raw -531161.867516 + Penalty 2838.784326 = -528323.083189
  nChanged 306
		SP:Iteration 5Q (166833.130000 sec): 3 clusters
  Score: Raw -531370.142193 + Penalty 2838.784326 = -528531.357866
  nChanged 250
		SP:Iteration 6Q (166833.320000 sec): 3 clusters
  Score: Raw -531529.589899 + Penalty 2838.784326 = -528690.805573
  nChanged 211
		SP:Iteration 7Q (166833.500000 sec): 3 clusters
  Score: Raw -531644.085112 + Penalty 2838.784326 = -528805.300785
  nChanged 154
		SP:Iteration 8Q (166833.670000 sec): 3 clusters
  Score: Raw -531721.155429 + Penalty 2838.784326 = -528882.371103
  nChanged 112
		SP:Iteration 9Q (166833.850000 sec): 3 clusters
  Score: Raw -531769.074817 + Penalty 2838.784326 = -528930.290491
  nChanged 82
		SP:Iteration 10Q (166834.040000 sec): 3 clusters
  Score: Raw -531805.810537 + Penalty 2838.784326 = -528967.026211
  nChanged 95
		SP:Iteration 11Q (166834.260000 sec): 3 clusters
  Score: Raw -531847.984005 + Penalty 2838.784326 = -529009.199679
  nChanged 68
		SP:Iteration 12Q (166834.470000 sec): 3 clusters
  Score: Raw -531873.486156 + Penalty 2838.784326 = -529034.701829
  nChanged 65
		SP:Iteration 13Q (166834.620000 sec): 3 clusters
  Score: Raw -531901.050895 + Penalty 2838.784326 = -529062.266569
  nChanged 56
		SP:Iteration 14Q (166834.740000 sec): 3 clusters
  Score: Raw -531927.029803 + Penalty 2838.784326 = -529088.245476
  nChanged 56
		SP:Iteration 15Q (166834.850000 sec): 3 clusters
  Score: Raw -531948.457681 + Penalty 2838.784326 = -529109.673355
  nChanged 39
		SP:Iteration 16Q (166835.050000 sec): 3 clusters
  Score: Raw -531967.329051 + Penalty 2838.784326 = -529128.544724
  nChanged 47
		SP:Iteration 17Q (166835.250000 sec): 3 clusters
  Score: Raw -531986.589075 + Penalty 2838.784326 = -529147.804749
  nChanged 56
		SP:Iteration 18Q (166835.390000 sec): 3 clusters
  Score: Raw -532006.356738 + Penalty 2838.784326 = -529167.572411
  nChanged 44
		SP:Iteration 19Q (166835.560000 sec): 3 clusters
  Score: Raw -532022.140590 + Penalty 2838.784326 = -529183.356264
  nChanged 58
		SP:Iteration 20F (166835.730000 sec): 3 clusters
  Score: Raw -532048.793182 + Penalty 2838.784326 = -529210.008856
  nChanged 68
		SP:Iteration 21Q (166835.890000 sec): 3 clusters
  Score: Raw -532081.645994 + Penalty 2838.784326 = -529242.861667
  nChanged 78
		SP:Iteration 22Q (166836.120000 sec): 3 clusters
  Score: Raw -532111.264652 + Penalty 2838.784326 = -529272.480325
  nChanged 61
		SP:Iteration 23Q (166836.290000 sec): 3 clusters
  Score: Raw -532136.972190 + Penalty 2838.784326 = -529298.187864
  nChanged 52
		SP:Iteration 24Q (166836.460000 sec): 3 clusters
  Score: Raw -532160.297726 + Penalty 2838.784326 = -529321.513400
  nChanged 67
		SP:Iteration 25Q (166836.680000 sec): 3 clusters
  Score: Raw -532193.207146 + Penalty 2838.784326 = -529354.422819
  nChanged 73
		SP:Iteration 26Q (166836.820000 sec): 3 clusters
  Score: Raw -532222.309149 + Penalty 2838.784326 = -529383.524823
  nChanged 60
		SP:Iteration 27Q (166837.000000 sec): 3 clusters
  Score: Raw -532257.047282 + Penalty 2838.784326 = -529418.262956
  nChanged 75
		SP:Iteration 28Q (166837.110000 sec): 3 clusters
  Score: Raw -532290.728982 + Penalty 2838.784326 = -529451.944655
  nChanged 49
		SP:Iteration 29Q (166837.220000 sec): 3 clusters
  Score: Raw -532307.890395 + Penalty 2838.784326 = -529469.106069
  nChanged 34
		SP:Iteration 30Q (166837.400000 sec): 3 clusters
  Score: Raw -532317.638554 + Penalty 2838.784326 = -529478.854227
  nChanged 20
		SP:Iteration 31Q (166837.590000 sec): 3 clusters
  Score: Raw -532322.092500 + Penalty 2838.784326 = -529483.308174
  nChanged 16
		SP:Iteration 32Q (166837.770000 sec): 3 clusters
  Score: Raw -532326.502630 + Penalty 2838.784326 = -529487.718303
  nChanged 13
		SP:Iteration 33Q (166837.960000 sec): 3 clusters
  Score: Raw -532328.893164 + Penalty 2838.784326 = -529490.108837
  nChanged 9
		SP:Iteration 34Q (166838.190000 sec): 3 clusters
  Score: Raw -532330.889298 + Penalty 2838.784326 = -529492.104972
  nChanged 6
		SP:Iteration 35Q (166838.320000 sec): 3 clusters
  Score: Raw -532332.277825 + Penalty 2838.784326 = -529493.493498
  nChanged 7
		SP:Iteration 36Q (166838.490000 sec): 3 clusters
  Score: Raw -532333.982236 + Penalty 2838.784326 = -529495.197909
  nChanged 8
		SP:Iteration 37Q (166838.670000 sec): 3 clusters
  Score: Raw -532335.421469 + Penalty 2838.784326 = -529496.637143
  nChanged 6
		SP:Iteration 38Q (166838.830000 sec): 3 clusters
  Score: Raw -532336.924362 + Penalty 2838.784326 = -529498.140036
  nChanged 7
		SP:Iteration 39Q (166839.010000 sec): 3 clusters
  Score: Raw -532338.016422 + Penalty 2838.784326 = -529499.232096
  nChanged 5
		SP:Iteration 40F (166839.170000 sec): 3 clusters
  Score: Raw -532339.679621 + Penalty 2838.784326 = -529500.895295
  nChanged 10
		SP:Iteration 41Q (166839.330000 sec): 3 clusters
  Score: Raw -532343.498514 + Penalty 2838.784326 = -529504.714188
  nChanged 11
		SP:Iteration 42Q (166839.540000 sec): 3 clusters
  Score: Raw -532346.762227 + Penalty 2838.784326 = -529507.977901
  nChanged 13
		SP:Iteration 43Q (166839.710000 sec): 3 clusters
  Score: Raw -532349.470658 + Penalty 2838.784326 = -529510.686331
  nChanged 7
		SP:Iteration 44Q (166839.910000 sec): 3 clusters
  Score: Raw -532350.920768 + Penalty 2838.784326 = -529512.136441
  nChanged 9
		SP:Iteration 45Q (166840.100000 sec): 3 clusters
  Score: Raw -532352.530196 + Penalty 2838.784326 = -529513.745870
  nChanged 7
		SP:Iteration 46Q (166840.300000 sec): 3 clusters
  Score: Raw -532354.565122 + Penalty 2838.784326 = -529515.780796
  nChanged 13
		SP:Iteration 47Q (166840.510000 sec): 3 clusters
  Score: Raw -532357.707952 + Penalty 2838.784326 = -529518.923626
  nChanged 9
		SP:Iteration 48Q (166840.720000 sec): 3 clusters
  Score: Raw -532360.110426 + Penalty 2838.784326 = -529521.326100
  nChanged 13
		SP:Iteration 49Q (166840.920000 sec): 3 clusters
  Score: Raw -532362.732534 + Penalty 2838.784326 = -529523.948208
  nChanged 6
		SP:Iteration 50Q (166841.080000 sec): 3 clusters
  Score: Raw -532364.131007 + Penalty 2838.784326 = -529525.346681
  nChanged 6
		SP:Iteration 51Q (166841.280000 sec): 3 clusters
  Score: Raw -532365.047525 + Penalty 2838.784326 = -529526.263199
  nChanged 4
		SP:Iteration 52Q (166841.490000 sec): 3 clusters
  Score: Raw -532365.919268 + Penalty 2838.784326 = -529527.134942
  nChanged 5
		SP:Iteration 53Q (166841.590000 sec): 3 clusters
  Score: Raw -532366.493117 + Penalty 2838.784326 = -529527.708791
  nChanged 1
		SP:Iteration 54Q (166841.700000 sec): 3 clusters
  Score: Raw -532366.651787 + Penalty 2838.784326 = -529527.867461
  nChanged 0
		SP:Iteration 55F (166841.920000 sec): 3 clusters
  Score: Raw -532366.651787 + Penalty 2838.784326 = -529527.867461
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 101 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166841.980000 sec): 2 clusters
  Score: Raw -134279.230268 + Penalty 1174.613123 = -133104.617145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166842.160000 sec): 3 clusters
  Score: Raw -133767.522408 + Penalty 2349.226247 = -131418.296161
  nChanged 455
		SP:Iteration 1F (166842.340000 sec): 3 clusters
  Score: Raw -134102.613594 + Penalty 2349.226247 = -131753.387347
  nChanged 108
		SP:Iteration 2F (166842.490000 sec): 3 clusters
  Score: Raw -134194.371017 + Penalty 2349.226247 = -131845.144770
  nChanged 48
		SP:Iteration 3Q (166842.620000 sec): 3 clusters
  Score: Raw -134230.438262 + Penalty 2349.226247 = -131881.212016
  nChanged 27
		SP:Iteration 4Q (166842.770000 sec): 3 clusters
  Score: Raw -134252.329658 + Penalty 2349.226247 = -131903.103411
  nChanged 25
		SP:Iteration 5Q (166842.910000 sec): 3 clusters
  Score: Raw -134271.379199 + Penalty 2349.226247 = -131922.152952
  nChanged 30
		SP:Iteration 6Q (166843.060000 sec): 3 clusters
  Score: Raw -134301.209208 + Penalty 2349.226247 = -131951.982961
  nChanged 35
		SP:Iteration 7Q (166843.210000 sec): 3 clusters
  Score: Raw -134323.339242 + Penalty 2349.226247 = -131974.112995
  nChanged 26
		SP:Iteration 8Q (166843.370000 sec): 3 clusters
  Score: Raw -134346.987542 + Penalty 2349.226247 = -131997.761296
  nChanged 24
		SP:Iteration 9Q (166843.530000 sec): 3 clusters
  Score: Raw -134364.986000 + Penalty 2349.226247 = -132015.759754
  nChanged 17
		SP:Iteration 10Q (166843.700000 sec): 3 clusters
  Score: Raw -134375.835755 + Penalty 2349.226247 = -132026.609508
  nChanged 14
		SP:Iteration 11Q (166843.860000 sec): 3 clusters
  Score: Raw -134386.969804 + Penalty 2349.226247 = -132037.743557
  nChanged 11
		SP:Iteration 12Q (166843.900000 sec): 3 clusters
  Score: Raw -134394.936580 + Penalty 2349.226247 = -132045.710333
  nChanged 7
		SP:Iteration 13Q (166843.930000 sec): 3 clusters
  Score: Raw -134400.216566 + Penalty 2349.226247 = -132050.990319
  nChanged 7
		SP:Iteration 14Q (166843.960000 sec): 3 clusters
  Score: Raw -134404.945309 + Penalty 2349.226247 = -132055.719063
  nChanged 4
		SP:Iteration 15Q (166843.990000 sec): 3 clusters
  Score: Raw -134408.037625 + Penalty 2349.226247 = -132058.811378
  nChanged 4
		SP:Iteration 16Q (166844.020000 sec): 3 clusters
  Score: Raw -134410.713689 + Penalty 2349.226247 = -132061.487442
  nChanged 6
		SP:Iteration 17Q (166844.050000 sec): 3 clusters
  Score: Raw -134416.320314 + Penalty 2349.226247 = -132067.094067
  nChanged 3
		SP:Iteration 18Q (166844.100000 sec): 3 clusters
  Score: Raw -134420.598109 + Penalty 2349.226247 = -132071.371862
  nChanged 4
		SP:Iteration 19Q (166844.130000 sec): 3 clusters
  Score: Raw -134423.682952 + Penalty 2349.226247 = -132074.456706
  nChanged 2
		SP:Iteration 20F (166844.160000 sec): 3 clusters
  Score: Raw -134424.948216 + Penalty 2349.226247 = -132075.721969
  nChanged 2
		SP:Iteration 21Q (166844.200000 sec): 3 clusters
  Score: Raw -134425.786919 + Penalty 2349.226247 = -132076.560672
  nChanged 2
		SP:Iteration 22Q (166844.230000 sec): 3 clusters
  Score: Raw -134426.970254 + Penalty 2349.226247 = -132077.744007
  nChanged 1
		SP:Iteration 23Q (166844.260000 sec): 3 clusters
  Score: Raw -134427.220678 + Penalty 2349.226247 = -132077.994432
  nChanged 2
		SP:Iteration 24Q (166844.300000 sec): 3 clusters
  Score: Raw -134427.949408 + Penalty 2349.226247 = -132078.723161
  nChanged 3
		SP:Iteration 25Q (166844.330000 sec): 3 clusters
  Score: Raw -134430.838895 + Penalty 2349.226247 = -132081.612648
  nChanged 6
		SP:Iteration 26Q (166844.470000 sec): 3 clusters
  Score: Raw -134437.754070 + Penalty 2349.226247 = -132088.527823
  nChanged 6
		SP:Iteration 27Q (166844.630000 sec): 3 clusters
  Score: Raw -134442.717998 + Penalty 2349.226247 = -132093.491752
  nChanged 2
		SP:Iteration 28Q (166844.770000 sec): 3 clusters
  Score: Raw -134443.595520 + Penalty 2349.226247 = -132094.369273
  nChanged 1
		SP:Iteration 29Q (166844.930000 sec): 3 clusters
  Score: Raw -134443.961861 + Penalty 2349.226247 = -132094.735614
  nChanged 1
		SP:Iteration 30Q (166845.090000 sec): 3 clusters
  Score: Raw -134444.257864 + Penalty 2349.226247 = -132095.031618
  nChanged 1
		SP:Iteration 31Q (166845.250000 sec): 3 clusters
  Score: Raw -134444.901599 + Penalty 2349.226247 = -132095.675352
  nChanged 0
		SP:Iteration 32F (166845.390000 sec): 3 clusters
  Score: Raw -134444.901599 + Penalty 2349.226247 = -132095.675352
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 102 (1798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166845.470000 sec): 2 clusters
  Score: Raw -143260.825986 + Penalty 1217.844910 = -142042.981077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166845.620000 sec): 3 clusters
  Score: Raw -142519.006939 + Penalty 2435.689820 = -140083.317119
  nChanged 643
		SP:Iteration 1F (166845.770000 sec): 3 clusters
  Score: Raw -143034.501728 + Penalty 2435.689820 = -140598.811908
  nChanged 145
		SP:Iteration 2F (166845.930000 sec): 3 clusters
  Score: Raw -143173.958334 + Penalty 2435.689820 = -140738.268514
  nChanged 109
		SP:Iteration 3F (166846.090000 sec): 3 clusters
  Score: Raw -143299.563263 + Penalty 2435.689820 = -140863.873443
  nChanged 94
		SP:Iteration 4F (166846.260000 sec): 3 clusters
  Score: Raw -143422.939992 + Penalty 2435.689820 = -140987.250172
  nChanged 76
		SP:Iteration 5Q (166846.410000 sec): 3 clusters
  Score: Raw -143509.389963 + Penalty 2435.689820 = -141073.700143
  nChanged 54
		SP:Iteration 6Q (166846.580000 sec): 3 clusters
  Score: Raw -143555.998252 + Penalty 2435.689820 = -141120.308432
  nChanged 45
		SP:Iteration 7Q (166846.760000 sec): 3 clusters
  Score: Raw -143603.883136 + Penalty 2435.689820 = -141168.193316
  nChanged 48
		SP:Iteration 8Q (166846.930000 sec): 3 clusters
  Score: Raw -143668.337360 + Penalty 2435.689820 = -141232.647540
  nChanged 57
		SP:Iteration 9Q (166847.080000 sec): 3 clusters
  Score: Raw -143731.984318 + Penalty 2435.689820 = -141296.294499
  nChanged 55
		SP:Iteration 10Q (166847.210000 sec): 3 clusters
  Score: Raw -143803.757203 + Penalty 2435.689820 = -141368.067383
  nChanged 47
		SP:Iteration 11Q (166847.330000 sec): 3 clusters
  Score: Raw -143857.394838 + Penalty 2435.689820 = -141421.705019
  nChanged 36
		SP:Iteration 12Q (166847.440000 sec): 3 clusters
  Score: Raw -143892.889908 + Penalty 2435.689820 = -141457.200088
  nChanged 30
		SP:Iteration 13Q (166847.590000 sec): 3 clusters
  Score: Raw -143912.693259 + Penalty 2435.689820 = -141477.003439
  nChanged 17
		SP:Iteration 14Q (166847.750000 sec): 3 clusters
  Score: Raw -143927.358178 + Penalty 2435.689820 = -141491.668358
  nChanged 13
		SP:Iteration 15Q (166847.900000 sec): 3 clusters
  Score: Raw -143938.733911 + Penalty 2435.689820 = -141503.044091
  nChanged 13
		SP:Iteration 16Q (166848.050000 sec): 3 clusters
  Score: Raw -143946.237919 + Penalty 2435.689820 = -141510.548099
  nChanged 7
		SP:Iteration 17Q (166848.210000 sec): 3 clusters
  Score: Raw -143948.206370 + Penalty 2435.689820 = -141512.516550
  nChanged 1
		SP:Iteration 18Q (166848.370000 sec): 3 clusters
  Score: Raw -143949.179094 + Penalty 2435.689820 = -141513.489274
  nChanged 2
		SP:Iteration 19Q (166848.530000 sec): 3 clusters
  Score: Raw -143951.076656 + Penalty 2435.689820 = -141515.386836
  nChanged 5
		SP:Iteration 20F (166848.680000 sec): 3 clusters
  Score: Raw -143953.988258 + Penalty 2435.689820 = -141518.298438
  nChanged 2
		SP:Iteration 21Q (166848.870000 sec): 3 clusters
  Score: Raw -143954.608692 + Penalty 2435.689820 = -141518.918872
  nChanged 3
		SP:Iteration 22Q (166849.000000 sec): 3 clusters
  Score: Raw -143955.608881 + Penalty 2435.689820 = -141519.919061
  nChanged 2
		SP:Iteration 23Q (166849.150000 sec): 3 clusters
  Score: Raw -143957.873036 + Penalty 2435.689820 = -141522.183216
  nChanged 2
		SP:Iteration 24Q (166849.310000 sec): 3 clusters
  Score: Raw -143960.448001 + Penalty 2435.689820 = -141524.758181
  nChanged 2
		SP:Iteration 25Q (166849.460000 sec): 3 clusters
  Score: Raw -143962.295393 + Penalty 2435.689820 = -141526.605574
  nChanged 2
		SP:Iteration 26Q (166849.620000 sec): 3 clusters
  Score: Raw -143963.260468 + Penalty 2435.689820 = -141527.570648
  nChanged 1
		SP:Iteration 27Q (166849.770000 sec): 3 clusters
  Score: Raw -143963.436487 + Penalty 2435.689820 = -141527.746667
  nChanged 0
		SP:Iteration 28F (166849.930000 sec): 3 clusters
  Score: Raw -143963.436487 + Penalty 2435.689820 = -141527.746667
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 103 (3816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166850.010000 sec): 2 clusters
  Score: Raw -276376.004657 + Penalty 1340.130680 = -275035.873976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166850.090000 sec): 3 clusters
  Score: Raw -274564.193802 + Penalty 2680.261361 = -271883.932442
  nChanged 1492
		SP:Iteration 1F (166850.240000 sec): 3 clusters
  Score: Raw -275593.125583 + Penalty 2680.261361 = -272912.864222
  nChanged 312
		SP:Iteration 2F (166850.380000 sec): 3 clusters
  Score: Raw -275849.698777 + Penalty 2680.261361 = -273169.437416
  nChanged 244
		SP:Iteration 3F (166850.530000 sec): 3 clusters
  Score: Raw -276053.728383 + Penalty 2680.261361 = -273373.467022
  nChanged 217
		SP:Iteration 4F (166850.670000 sec): 3 clusters
  Score: Raw -276223.054230 + Penalty 2680.261361 = -273542.792869
  nChanged 175
		SP:Iteration 5Q (166850.820000 sec): 3 clusters
  Score: Raw -276371.611884 + Penalty 2680.261361 = -273691.350523
  nChanged 165
		SP:Iteration 6Q (166850.970000 sec): 3 clusters
  Score: Raw -276511.945149 + Penalty 2680.261361 = -273831.683788
  nChanged 148
		SP:Iteration 7Q (166851.140000 sec): 3 clusters
  Score: Raw -276638.027543 + Penalty 2680.261361 = -273957.766183
  nChanged 141
		SP:Iteration 8Q (166851.300000 sec): 3 clusters
  Score: Raw -276730.972723 + Penalty 2680.261361 = -274050.711362
  nChanged 98
		SP:Iteration 9Q (166851.460000 sec): 3 clusters
  Score: Raw -276783.130187 + Penalty 2680.261361 = -274102.868826
  nChanged 71
		SP:Iteration 10Q (166851.610000 sec): 3 clusters
  Score: Raw -276831.844799 + Penalty 2680.261361 = -274151.583438
  nChanged 72
		SP:Iteration 11Q (166851.750000 sec): 3 clusters
  Score: Raw -276873.264140 + Penalty 2680.261361 = -274193.002779
  nChanged 58
		SP:Iteration 12Q (166851.900000 sec): 3 clusters
  Score: Raw -276899.083401 + Penalty 2680.261361 = -274218.822040
  nChanged 46
		SP:Iteration 13Q (166852.030000 sec): 3 clusters
  Score: Raw -276922.449281 + Penalty 2680.261361 = -274242.187920
  nChanged 40
		SP:Iteration 14Q (166852.180000 sec): 3 clusters
  Score: Raw -276941.731048 + Penalty 2680.261361 = -274261.469687
  nChanged 35
		SP:Iteration 15Q (166852.330000 sec): 3 clusters
  Score: Raw -276955.794543 + Penalty 2680.261361 = -274275.533182
  nChanged 26
		SP:Iteration 16Q (166852.490000 sec): 3 clusters
  Score: Raw -276966.373481 + Penalty 2680.261361 = -274286.112121
  nChanged 25
		SP:Iteration 17Q (166852.660000 sec): 3 clusters
  Score: Raw -276974.035881 + Penalty 2680.261361 = -274293.774520
  nChanged 18
		SP:Iteration 18Q (166852.820000 sec): 3 clusters
  Score: Raw -276978.444076 + Penalty 2680.261361 = -274298.182715
  nChanged 12
		SP:Iteration 19Q (166852.980000 sec): 3 clusters
  Score: Raw -276980.985577 + Penalty 2680.261361 = -274300.724217
  nChanged 5
		SP:Iteration 20F (166853.140000 sec): 3 clusters
  Score: Raw -276981.772644 + Penalty 2680.261361 = -274301.511283
  nChanged 1
		SP:Iteration 21Q (166853.310000 sec): 3 clusters
  Score: Raw -276981.944653 + Penalty 2680.261361 = -274301.683292
  nChanged 0
		SP:Iteration 22F (166853.490000 sec): 3 clusters
  Score: Raw -276981.944653 + Penalty 2680.261361 = -274301.683292
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 104 (8699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166853.640000 sec): 2 clusters
  Score: Raw -824186.157658 + Penalty 1474.031545 = -822712.126113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166853.780000 sec): 3 clusters
  Score: Raw -819294.525427 + Penalty 2948.063091 = -816346.462336
  nChanged 3722
		SP:Iteration 1F (166853.940000 sec): 3 clusters
  Score: Raw -821416.613082 + Penalty 2948.063091 = -818468.549992
  nChanged 620
		SP:Iteration 2F (166854.140000 sec): 3 clusters
  Score: Raw -821701.996589 + Penalty 2948.063091 = -818753.933499
  nChanged 485
		SP:Iteration 3F (166854.310000 sec): 3 clusters
  Score: Raw -821912.939899 + Penalty 2948.063091 = -818964.876808
  nChanged 394
		SP:Iteration 4Q (166854.500000 sec): 3 clusters
  Score: Raw -822071.887086 + Penalty 2948.063091 = -819123.823995
  nChanged 369
		SP:Iteration 5Q (166854.710000 sec): 3 clusters
  Score: Raw -822238.216967 + Penalty 2948.063091 = -819290.153877
  nChanged 357
		SP:Iteration 6Q (166854.920000 sec): 3 clusters
  Score: Raw -822410.560448 + Penalty 2948.063091 = -819462.497357
  nChanged 365
		SP:Iteration 7Q (166855.090000 sec): 3 clusters
  Score: Raw -822570.814960 + Penalty 2948.063091 = -819622.751869
  nChanged 313
		SP:Iteration 8Q (166855.280000 sec): 3 clusters
  Score: Raw -822702.130766 + Penalty 2948.063091 = -819754.067675
  nChanged 273
		SP:Iteration 9Q (166855.470000 sec): 3 clusters
  Score: Raw -822822.840575 + Penalty 2948.063091 = -819874.777485
  nChanged 266
		SP:Iteration 10Q (166855.660000 sec): 3 clusters
  Score: Raw -822927.927101 + Penalty 2948.063091 = -819979.864010
  nChanged 217
		SP:Iteration 11Q (166855.830000 sec): 3 clusters
  Score: Raw -823021.263831 + Penalty 2948.063091 = -820073.200741
  nChanged 217
		SP:Iteration 12Q (166856.020000 sec): 3 clusters
  Score: Raw -823098.104767 + Penalty 2948.063091 = -820150.041676
  nChanged 182
		SP:Iteration 13Q (166856.200000 sec): 3 clusters
  Score: Raw -823165.604624 + Penalty 2948.063091 = -820217.541533
  nChanged 152
		SP:Iteration 14Q (166856.400000 sec): 3 clusters
  Score: Raw -823221.538742 + Penalty 2948.063091 = -820273.475651
  nChanged 136
		SP:Iteration 15Q (166856.680000 sec): 3 clusters
  Score: Raw -823265.143291 + Penalty 2948.063091 = -820317.080201
  nChanged 119
		SP:Iteration 16Q (166856.840000 sec): 3 clusters
  Score: Raw -823303.558788 + Penalty 2948.063091 = -820355.495697
  nChanged 124
		SP:Iteration 17Q (166857.040000 sec): 3 clusters
  Score: Raw -823341.653360 + Penalty 2948.063091 = -820393.590269
  nChanged 102
		SP:Iteration 18Q (166857.260000 sec): 3 clusters
  Score: Raw -823375.346839 + Penalty 2948.063091 = -820427.283749
  nChanged 105
		SP:Iteration 19Q (166857.480000 sec): 3 clusters
  Score: Raw -823409.280604 + Penalty 2948.063091 = -820461.217513
  nChanged 103
		SP:Iteration 20F (166857.690000 sec): 3 clusters
  Score: Raw -823444.175678 + Penalty 2948.063091 = -820496.112587
  nChanged 118
		SP:Iteration 21Q (166857.880000 sec): 3 clusters
  Score: Raw -823492.783679 + Penalty 2948.063091 = -820544.720589
  nChanged 141
		SP:Iteration 22Q (166858.070000 sec): 3 clusters
  Score: Raw -823553.239927 + Penalty 2948.063091 = -820605.176836
  nChanged 125
		SP:Iteration 23Q (166858.270000 sec): 3 clusters
  Score: Raw -823599.208317 + Penalty 2948.063091 = -820651.145226
  nChanged 120
		SP:Iteration 24Q (166858.450000 sec): 3 clusters
  Score: Raw -823653.971570 + Penalty 2948.063091 = -820705.908480
  nChanged 156
		SP:Iteration 25Q (166858.580000 sec): 3 clusters
  Score: Raw -823729.305065 + Penalty 2948.063091 = -820781.241974
  nChanged 137
		SP:Iteration 26Q (166858.840000 sec): 3 clusters
  Score: Raw -823804.381596 + Penalty 2948.063091 = -820856.318506
  nChanged 148
		SP:Iteration 27Q (166859.030000 sec): 3 clusters
  Score: Raw -823893.771914 + Penalty 2948.063091 = -820945.708823
  nChanged 139
		SP:Iteration 28Q (166859.230000 sec): 3 clusters
  Score: Raw -823981.521182 + Penalty 2948.063091 = -821033.458091
  nChanged 121
		SP:Iteration 29Q (166859.450000 sec): 3 clusters
  Score: Raw -824058.587973 + Penalty 2948.063091 = -821110.524882
  nChanged 101
		SP:Iteration 30Q (166859.620000 sec): 3 clusters
  Score: Raw -824126.074384 + Penalty 2948.063091 = -821178.011293
  nChanged 77
		SP:Iteration 31Q (166859.780000 sec): 3 clusters
  Score: Raw -824173.722599 + Penalty 2948.063091 = -821225.659509
  nChanged 62
		SP:Iteration 32Q (166859.960000 sec): 3 clusters
  Score: Raw -824212.956849 + Penalty 2948.063091 = -821264.893758
  nChanged 38
		SP:Iteration 33Q (166860.120000 sec): 3 clusters
  Score: Raw -824240.376645 + Penalty 2948.063091 = -821292.313555
  nChanged 38
		SP:Iteration 34Q (166860.290000 sec): 3 clusters
  Score: Raw -824269.398641 + Penalty 2948.063091 = -821321.335550
  nChanged 32
		SP:Iteration 35Q (166860.540000 sec): 3 clusters
  Score: Raw -824290.320664 + Penalty 2948.063091 = -821342.257574
  nChanged 23
		SP:Iteration 36Q (166860.770000 sec): 3 clusters
  Score: Raw -824304.384080 + Penalty 2948.063091 = -821356.320989
  nChanged 22
		SP:Iteration 37Q (166860.980000 sec): 3 clusters
  Score: Raw -824316.533897 + Penalty 2948.063091 = -821368.470807
  nChanged 18
		SP:Iteration 38Q (166861.150000 sec): 3 clusters
  Score: Raw -824328.538583 + Penalty 2948.063091 = -821380.475492
  nChanged 22
		SP:Iteration 39Q (166861.320000 sec): 3 clusters
  Score: Raw -824341.297605 + Penalty 2948.063091 = -821393.234514
  nChanged 17
		SP:Iteration 40F (166861.500000 sec): 3 clusters
  Score: Raw -824352.490589 + Penalty 2948.063091 = -821404.427498
  nChanged 10
		SP:Iteration 41Q (166861.680000 sec): 3 clusters
  Score: Raw -824359.054106 + Penalty 2948.063091 = -821410.991016
  nChanged 6
		SP:Iteration 42Q (166861.800000 sec): 3 clusters
  Score: Raw -824363.115861 + Penalty 2948.063091 = -821415.052770
  nChanged 7
		SP:Iteration 43Q (166861.930000 sec): 3 clusters
  Score: Raw -824367.468033 + Penalty 2948.063091 = -821419.404942
  nChanged 6
		SP:Iteration 44Q (166862.100000 sec): 3 clusters
  Score: Raw -824371.455458 + Penalty 2948.063091 = -821423.392367
  nChanged 5
		SP:Iteration 45Q (166862.230000 sec): 3 clusters
  Score: Raw -824374.999976 + Penalty 2948.063091 = -821426.936885
  nChanged 5
		SP:Iteration 46Q (166862.360000 sec): 3 clusters
  Score: Raw -824378.359863 + Penalty 2948.063091 = -821430.296773
  nChanged 7
		SP:Iteration 47Q (166862.500000 sec): 3 clusters
  Score: Raw -824383.108329 + Penalty 2948.063091 = -821435.045238
  nChanged 5
		SP:Iteration 48Q (166862.730000 sec): 3 clusters
  Score: Raw -824386.825287 + Penalty 2948.063091 = -821438.762196
  nChanged 5
		SP:Iteration 49Q (166862.920000 sec): 3 clusters
  Score: Raw -824389.908680 + Penalty 2948.063091 = -821441.845590
  nChanged 5
		SP:Iteration 50Q (166863.100000 sec): 3 clusters
  Score: Raw -824392.504406 + Penalty 2948.063091 = -821444.441316
  nChanged 2
		SP:Iteration 51Q (166863.290000 sec): 3 clusters
  Score: Raw -824394.265000 + Penalty 2948.063091 = -821446.201909
  nChanged 3
		SP:Iteration 52Q (166863.490000 sec): 3 clusters
  Score: Raw -824396.157409 + Penalty 2948.063091 = -821448.094319
  nChanged 0
		SP:Iteration 53F (166863.750000 sec): 3 clusters
  Score: Raw -824396.157409 + Penalty 2948.063091 = -821448.094319
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 105 (3434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166863.830000 sec): 2 clusters
  Score: Raw -268329.442444 + Penalty 1322.990669 = -267006.451775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166863.970000 sec): 3 clusters
  Score: Raw -266652.188874 + Penalty 2645.981338 = -264006.207536
  nChanged 1318
		SP:Iteration 1F (166864.110000 sec): 3 clusters
  Score: Raw -267509.447760 + Penalty 2645.981338 = -264863.466422
  nChanged 330
		SP:Iteration 2F (166864.270000 sec): 3 clusters
  Score: Raw -267836.444737 + Penalty 2645.981338 = -265190.463398
  nChanged 284
		SP:Iteration 3F (166864.420000 sec): 3 clusters
  Score: Raw -268193.355626 + Penalty 2645.981338 = -265547.374288
  nChanged 254
		SP:Iteration 4F (166864.580000 sec): 3 clusters
  Score: Raw -268464.494845 + Penalty 2645.981338 = -265818.513506
  nChanged 189
		SP:Iteration 5F (166864.730000 sec): 3 clusters
  Score: Raw -268665.425351 + Penalty 2645.981338 = -266019.444013
  nChanged 163
		SP:Iteration 6Q (166864.890000 sec): 3 clusters
  Score: Raw -268788.422852 + Penalty 2645.981338 = -266142.441514
  nChanged 101
		SP:Iteration 7Q (166865.050000 sec): 3 clusters
  Score: Raw -268857.612446 + Penalty 2645.981338 = -266211.631108
  nChanged 82
		SP:Iteration 8Q (166865.210000 sec): 3 clusters
  Score: Raw -268914.285969 + Penalty 2645.981338 = -266268.304631
  nChanged 68
		SP:Iteration 9Q (166865.370000 sec): 3 clusters
  Score: Raw -268951.507773 + Penalty 2645.981338 = -266305.526435
  nChanged 54
		SP:Iteration 10Q (166865.530000 sec): 3 clusters
  Score: Raw -268978.087278 + Penalty 2645.981338 = -266332.105940
  nChanged 50
		SP:Iteration 11Q (166865.710000 sec): 3 clusters
  Score: Raw -269012.042623 + Penalty 2645.981338 = -266366.061285
  nChanged 58
		SP:Iteration 12Q (166865.850000 sec): 3 clusters
  Score: Raw -269045.321062 + Penalty 2645.981338 = -266399.339724
  nChanged 52
		SP:Iteration 13Q (166866.010000 sec): 3 clusters
  Score: Raw -269075.569184 + Penalty 2645.981338 = -266429.587845
  nChanged 44
		SP:Iteration 14Q (166866.160000 sec): 3 clusters
  Score: Raw -269100.506651 + Penalty 2645.981338 = -266454.525312
  nChanged 34
		SP:Iteration 15Q (166866.320000 sec): 3 clusters
  Score: Raw -269118.752857 + Penalty 2645.981338 = -266472.771519
  nChanged 27
		SP:Iteration 16Q (166866.470000 sec): 3 clusters
  Score: Raw -269133.016726 + Penalty 2645.981338 = -266487.035388
  nChanged 32
		SP:Iteration 17Q (166866.630000 sec): 3 clusters
  Score: Raw -269149.052215 + Penalty 2645.981338 = -266503.070877
  nChanged 25
		SP:Iteration 18Q (166866.820000 sec): 3 clusters
  Score: Raw -269161.137691 + Penalty 2645.981338 = -266515.156353
  nChanged 24
		SP:Iteration 19Q (166866.950000 sec): 3 clusters
  Score: Raw -269173.045945 + Penalty 2645.981338 = -266527.064607
  nChanged 17
		SP:Iteration 20F (166867.100000 sec): 3 clusters
  Score: Raw -269182.622771 + Penalty 2645.981338 = -266536.641432
  nChanged 19
		SP:Iteration 21Q (166867.250000 sec): 3 clusters
  Score: Raw -269196.499370 + Penalty 2645.981338 = -266550.518032
  nChanged 22
		SP:Iteration 22Q (166867.410000 sec): 3 clusters
  Score: Raw -269204.379050 + Penalty 2645.981338 = -266558.397711
  nChanged 20
		SP:Iteration 23Q (166867.560000 sec): 3 clusters
  Score: Raw -269211.068078 + Penalty 2645.981338 = -266565.086739
  nChanged 15
		SP:Iteration 24Q (166867.710000 sec): 3 clusters
  Score: Raw -269216.471443 + Penalty 2645.981338 = -266570.490104
  nChanged 11
		SP:Iteration 25Q (166867.870000 sec): 3 clusters
  Score: Raw -269221.367186 + Penalty 2645.981338 = -266575.385848
  nChanged 14
		SP:Iteration 26Q (166868.020000 sec): 3 clusters
  Score: Raw -269228.528543 + Penalty 2645.981338 = -266582.547204
  nChanged 8
		SP:Iteration 27Q (166868.180000 sec): 3 clusters
  Score: Raw -269230.592884 + Penalty 2645.981338 = -266584.611546
  nChanged 3
		SP:Iteration 28Q (166868.340000 sec): 3 clusters
  Score: Raw -269231.545097 + Penalty 2645.981338 = -266585.563759
  nChanged 1
		SP:Iteration 29Q (166868.500000 sec): 3 clusters
  Score: Raw -269231.705892 + Penalty 2645.981338 = -266585.724554
  nChanged 0
		SP:Iteration 30F (166868.640000 sec): 3 clusters
  Score: Raw -269231.705892 + Penalty 2645.981338 = -266585.724554
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 106 (6066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166868.760000 sec): 2 clusters
  Score: Raw -494113.466170 + Penalty 1415.448887 = -492698.017283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166868.930000 sec): 3 clusters
  Score: Raw -490963.958024 + Penalty 2830.897774 = -488133.060251
  nChanged 2503
		SP:Iteration 1F (166869.130000 sec): 3 clusters
  Score: Raw -492733.600495 + Penalty 2830.897774 = -489902.702722
  nChanged 593
		SP:Iteration 2F (166869.320000 sec): 3 clusters
  Score: Raw -493336.947073 + Penalty 2830.897774 = -490506.049299
  nChanged 506
		SP:Iteration 3F (166869.510000 sec): 3 clusters
  Score: Raw -493793.192322 + Penalty 2830.897774 = -490962.294548
  nChanged 372
		SP:Iteration 4F (166869.680000 sec): 3 clusters
  Score: Raw -494064.550835 + Penalty 2830.897774 = -491233.653062
  nChanged 297
		SP:Iteration 5Q (166869.870000 sec): 3 clusters
  Score: Raw -494272.190397 + Penalty 2830.897774 = -491441.292624
  nChanged 242
		SP:Iteration 6Q (166870.060000 sec): 3 clusters
  Score: Raw -494419.423864 + Penalty 2830.897774 = -491588.526090
  nChanged 175
		SP:Iteration 7Q (166870.270000 sec): 3 clusters
  Score: Raw -494500.165400 + Penalty 2830.897774 = -491669.267626
  nChanged 120
		SP:Iteration 8Q (166870.440000 sec): 3 clusters
  Score: Raw -494550.564060 + Penalty 2830.897774 = -491719.666287
  nChanged 94
		SP:Iteration 9Q (166870.610000 sec): 3 clusters
  Score: Raw -494587.357903 + Penalty 2830.897774 = -491756.460129
  nChanged 76
		SP:Iteration 10Q (166870.800000 sec): 3 clusters
  Score: Raw -494609.625337 + Penalty 2830.897774 = -491778.727563
  nChanged 61
		SP:Iteration 11Q (166870.970000 sec): 3 clusters
  Score: Raw -494625.583748 + Penalty 2830.897774 = -491794.685974
  nChanged 35
		SP:Iteration 12Q (166871.160000 sec): 3 clusters
  Score: Raw -494635.317889 + Penalty 2830.897774 = -491804.420116
  nChanged 33
		SP:Iteration 13Q (166871.340000 sec): 3 clusters
  Score: Raw -494642.546489 + Penalty 2830.897774 = -491811.648716
  nChanged 22
		SP:Iteration 14Q (166871.470000 sec): 3 clusters
  Score: Raw -494648.324555 + Penalty 2830.897774 = -491817.426782
  nChanged 25
		SP:Iteration 15Q (166871.600000 sec): 3 clusters
  Score: Raw -494653.581278 + Penalty 2830.897774 = -491822.683504
  nChanged 21
		SP:Iteration 16Q (166871.720000 sec): 3 clusters
  Score: Raw -494661.035067 + Penalty 2830.897774 = -491830.137293
  nChanged 28
		SP:Iteration 17Q (166871.850000 sec): 3 clusters
  Score: Raw -494668.194850 + Penalty 2830.897774 = -491837.297077
  nChanged 17
		SP:Iteration 18Q (166872.020000 sec): 3 clusters
  Score: Raw -494672.008183 + Penalty 2830.897774 = -491841.110409
  nChanged 16
		SP:Iteration 19Q (166872.210000 sec): 3 clusters
  Score: Raw -494676.042794 + Penalty 2830.897774 = -491845.145020
  nChanged 19
		SP:Iteration 20F (166872.390000 sec): 3 clusters
  Score: Raw -494680.976253 + Penalty 2830.897774 = -491850.078479
  nChanged 21
		SP:Iteration 21Q (166872.580000 sec): 3 clusters
  Score: Raw -494686.780849 + Penalty 2830.897774 = -491855.883076
  nChanged 24
		SP:Iteration 22Q (166872.780000 sec): 3 clusters
  Score: Raw -494692.829903 + Penalty 2830.897774 = -491861.932129
  nChanged 20
		SP:Iteration 23Q (166872.960000 sec): 3 clusters
  Score: Raw -494698.241453 + Penalty 2830.897774 = -491867.343679
  nChanged 22
		SP:Iteration 24Q (166873.150000 sec): 3 clusters
  Score: Raw -494702.863897 + Penalty 2830.897774 = -491871.966123
  nChanged 20
		SP:Iteration 25Q (166873.340000 sec): 3 clusters
  Score: Raw -494708.856422 + Penalty 2830.897774 = -491877.958648
  nChanged 30
		SP:Iteration 26Q (166873.520000 sec): 3 clusters
  Score: Raw -494718.561818 + Penalty 2830.897774 = -491887.664044
  nChanged 26
		SP:Iteration 27Q (166873.700000 sec): 3 clusters
  Score: Raw -494725.495823 + Penalty 2830.897774 = -491894.598050
  nChanged 25
		SP:Iteration 28Q (166873.890000 sec): 3 clusters
  Score: Raw -494732.166669 + Penalty 2830.897774 = -491901.268896
  nChanged 24
		SP:Iteration 29Q (166874.070000 sec): 3 clusters
  Score: Raw -494738.398200 + Penalty 2830.897774 = -491907.500426
  nChanged 26
		SP:Iteration 30Q (166874.260000 sec): 3 clusters
  Score: Raw -494745.373877 + Penalty 2830.897774 = -491914.476103
  nChanged 17
		SP:Iteration 31Q (166874.440000 sec): 3 clusters
  Score: Raw -494749.760033 + Penalty 2830.897774 = -491918.862259
  nChanged 20
		SP:Iteration 32Q (166874.620000 sec): 3 clusters
  Score: Raw -494754.263633 + Penalty 2830.897774 = -491923.365859
  nChanged 15
		SP:Iteration 33Q (166874.810000 sec): 3 clusters
  Score: Raw -494758.554063 + Penalty 2830.897774 = -491927.656290
  nChanged 17
		SP:Iteration 34Q (166874.990000 sec): 3 clusters
  Score: Raw -494763.129535 + Penalty 2830.897774 = -491932.231762
  nChanged 19
		SP:Iteration 35Q (166875.160000 sec): 3 clusters
  Score: Raw -494767.091736 + Penalty 2830.897774 = -491936.193962
  nChanged 18
		SP:Iteration 36Q (166875.410000 sec): 3 clusters
  Score: Raw -494769.855343 + Penalty 2830.897774 = -491938.957570
  nChanged 9
		SP:Iteration 37Q (166875.590000 sec): 3 clusters
  Score: Raw -494770.850882 + Penalty 2830.897774 = -491939.953108
  nChanged 7
		SP:Iteration 38Q (166875.760000 sec): 3 clusters
  Score: Raw -494771.707318 + Penalty 2830.897774 = -491940.809545
  nChanged 5
		SP:Iteration 39Q (166875.940000 sec): 3 clusters
  Score: Raw -494772.743677 + Penalty 2830.897774 = -491941.845903
  nChanged 6
		SP:Iteration 40F (166876.120000 sec): 3 clusters
  Score: Raw -494773.681026 + Penalty 2830.897774 = -491942.783253
  nChanged 2
		SP:Iteration 41Q (166876.300000 sec): 3 clusters
  Score: Raw -494773.897161 + Penalty 2830.897774 = -491942.999388
  nChanged 0
		SP:Iteration 42F (166876.470000 sec): 3 clusters
  Score: Raw -494773.897161 + Penalty 2830.897774 = -491942.999388
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 107 (771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166876.610000 sec): 2 clusters
  Score: Raw -59206.078098 + Penalty 1080.249361 = -58125.828737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166876.750000 sec): 3 clusters
  Score: Raw -59036.407311 + Penalty 2160.498721 = -56875.908590
  nChanged 226
		SP:Iteration 1F (166876.890000 sec): 3 clusters
  Score: Raw -59355.526295 + Penalty 2160.498721 = -57195.027573
  nChanged 77
		SP:Iteration 2F (166877.030000 sec): 3 clusters
  Score: Raw -59533.866251 + Penalty 2160.498721 = -57373.367530
  nChanged 55
		SP:Iteration 3F (166877.150000 sec): 3 clusters
  Score: Raw -59658.209247 + Penalty 2160.498721 = -57497.710526
  nChanged 57
		SP:Iteration 4F (166877.310000 sec): 3 clusters
  Score: Raw -59762.782640 + Penalty 2160.498721 = -57602.283919
  nChanged 33
		SP:Iteration 5Q (166877.470000 sec): 3 clusters
  Score: Raw -59825.582456 + Penalty 2160.498721 = -57665.083734
  nChanged 25
		SP:Iteration 6Q (166877.630000 sec): 3 clusters
  Score: Raw -59896.377191 + Penalty 2160.498721 = -57735.878470
  nChanged 28
		SP:Iteration 7Q (166877.790000 sec): 3 clusters
  Score: Raw -59963.616618 + Penalty 2160.498721 = -57803.117897
  nChanged 17
		SP:Iteration 8Q (166877.950000 sec): 3 clusters
  Score: Raw -59994.368696 + Penalty 2160.498721 = -57833.869974
  nChanged 10
		SP:Iteration 9Q (166878.110000 sec): 3 clusters
  Score: Raw -60010.028472 + Penalty 2160.498721 = -57849.529751
  nChanged 6
		SP:Iteration 10Q (166878.270000 sec): 3 clusters
  Score: Raw -60019.507757 + Penalty 2160.498721 = -57859.009036
  nChanged 4
		SP:Iteration 11Q (166878.430000 sec): 3 clusters
  Score: Raw -60025.068573 + Penalty 2160.498721 = -57864.569852
  nChanged 4
		SP:Iteration 12Q (166878.590000 sec): 3 clusters
  Score: Raw -60031.508137 + Penalty 2160.498721 = -57871.009415
  nChanged 2
		SP:Iteration 13Q (166878.750000 sec): 3 clusters
  Score: Raw -60034.620818 + Penalty 2160.498721 = -57874.122097
  nChanged 0
		SP:Iteration 14F (166878.870000 sec): 3 clusters
  Score: Raw -60034.620818 + Penalty 2160.498721 = -57874.122097
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 108 (5122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166878.980000 sec): 2 clusters
  Score: Raw -431451.298648 + Penalty 1387.961293 = -430063.337355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166879.160000 sec): 3 clusters
  Score: Raw -428756.491188 + Penalty 2775.922587 = -425980.568601
  nChanged 2097
		SP:Iteration 1F (166879.330000 sec): 3 clusters
  Score: Raw -429997.919482 + Penalty 2775.922587 = -427221.996895
  nChanged 411
		SP:Iteration 2F (166879.570000 sec): 3 clusters
  Score: Raw -430247.833591 + Penalty 2775.922587 = -427471.911004
  nChanged 318
		SP:Iteration 3F (166879.700000 sec): 3 clusters
  Score: Raw -430462.203582 + Penalty 2775.922587 = -427686.280995
  nChanged 278
		SP:Iteration 4F (166879.860000 sec): 3 clusters
  Score: Raw -430644.640608 + Penalty 2775.922587 = -427868.718021
  nChanged 240
		SP:Iteration 5Q (166880.010000 sec): 3 clusters
  Score: Raw -430802.470799 + Penalty 2775.922587 = -428026.548212
  nChanged 217
		SP:Iteration 6Q (166880.170000 sec): 3 clusters
  Score: Raw -430941.273252 + Penalty 2775.922587 = -428165.350665
  nChanged 172
		SP:Iteration 7Q (166880.320000 sec): 3 clusters
  Score: Raw -431037.254718 + Penalty 2775.922587 = -428261.332131
  nChanged 137
		SP:Iteration 8Q (166880.480000 sec): 3 clusters
  Score: Raw -431102.047847 + Penalty 2775.922587 = -428326.125260
  nChanged 120
		SP:Iteration 9Q (166880.630000 sec): 3 clusters
  Score: Raw -431161.245088 + Penalty 2775.922587 = -428385.322502
  nChanged 114
		SP:Iteration 10Q (166880.820000 sec): 3 clusters
  Score: Raw -431222.250488 + Penalty 2775.922587 = -428446.327901
  nChanged 127
		SP:Iteration 11Q (166881.000000 sec): 3 clusters
  Score: Raw -431288.384826 + Penalty 2775.922587 = -428512.462239
  nChanged 110
		SP:Iteration 12Q (166881.120000 sec): 3 clusters
  Score: Raw -431349.827461 + Penalty 2775.922587 = -428573.904874
  nChanged 108
		SP:Iteration 13Q (166881.320000 sec): 3 clusters
  Score: Raw -431406.932144 + Penalty 2775.922587 = -428631.009558
  nChanged 103
		SP:Iteration 14Q (166881.500000 sec): 3 clusters
  Score: Raw -431461.080569 + Penalty 2775.922587 = -428685.157982
  nChanged 103
		SP:Iteration 15Q (166881.650000 sec): 3 clusters
  Score: Raw -431518.181410 + Penalty 2775.922587 = -428742.258823
  nChanged 95
		SP:Iteration 16Q (166881.810000 sec): 3 clusters
  Score: Raw -431580.990018 + Penalty 2775.922587 = -428805.067431
  nChanged 109
		SP:Iteration 17Q (166881.970000 sec): 3 clusters
  Score: Raw -431635.597356 + Penalty 2775.922587 = -428859.674769
  nChanged 85
		SP:Iteration 18Q (166882.150000 sec): 3 clusters
  Score: Raw -431670.664175 + Penalty 2775.922587 = -428894.741589
  nChanged 73
		SP:Iteration 19Q (166882.310000 sec): 3 clusters
  Score: Raw -431703.454037 + Penalty 2775.922587 = -428927.531451
  nChanged 58
		SP:Iteration 20F (166882.460000 sec): 3 clusters
  Score: Raw -431725.020457 + Penalty 2775.922587 = -428949.097870
  nChanged 49
		SP:Iteration 21Q (166882.640000 sec): 3 clusters
  Score: Raw -431744.607823 + Penalty 2775.922587 = -428968.685236
  nChanged 51
		SP:Iteration 22Q (166882.800000 sec): 3 clusters
  Score: Raw -431763.025610 + Penalty 2775.922587 = -428987.103024
  nChanged 48
		SP:Iteration 23Q (166882.950000 sec): 3 clusters
  Score: Raw -431783.125937 + Penalty 2775.922587 = -429007.203350
  nChanged 51
		SP:Iteration 24Q (166883.100000 sec): 3 clusters
  Score: Raw -431801.614315 + Penalty 2775.922587 = -429025.691728
  nChanged 47
		SP:Iteration 25Q (166883.230000 sec): 3 clusters
  Score: Raw -431819.906230 + Penalty 2775.922587 = -429043.983644
  nChanged 54
		SP:Iteration 26Q (166883.380000 sec): 3 clusters
  Score: Raw -431839.415788 + Penalty 2775.922587 = -429063.493201
  nChanged 42
		SP:Iteration 27Q (166883.530000 sec): 3 clusters
  Score: Raw -431853.461035 + Penalty 2775.922587 = -429077.538449
  nChanged 47
		SP:Iteration 28Q (166883.720000 sec): 3 clusters
  Score: Raw -431874.348508 + Penalty 2775.922587 = -429098.425922
  nChanged 47
		SP:Iteration 29Q (166883.910000 sec): 3 clusters
  Score: Raw -431895.105917 + Penalty 2775.922587 = -429119.183331
  nChanged 47
		SP:Iteration 30Q (166884.050000 sec): 3 clusters
  Score: Raw -431909.356145 + Penalty 2775.922587 = -429133.433558
  nChanged 38
		SP:Iteration 31Q (166884.190000 sec): 3 clusters
  Score: Raw -431921.094800 + Penalty 2775.922587 = -429145.172213
  nChanged 29
		SP:Iteration 32Q (166884.340000 sec): 3 clusters
  Score: Raw -431931.991619 + Penalty 2775.922587 = -429156.069032
  nChanged 28
		SP:Iteration 33Q (166884.480000 sec): 3 clusters
  Score: Raw -431942.697096 + Penalty 2775.922587 = -429166.774510
  nChanged 35
		SP:Iteration 34Q (166884.620000 sec): 3 clusters
  Score: Raw -431956.228632 + Penalty 2775.922587 = -429180.306045
  nChanged 35
		SP:Iteration 35Q (166884.760000 sec): 3 clusters
  Score: Raw -431968.020569 + Penalty 2775.922587 = -429192.097982
  nChanged 25
		SP:Iteration 36Q (166884.920000 sec): 3 clusters
  Score: Raw -431976.809394 + Penalty 2775.922587 = -429200.886807
  nChanged 31
		SP:Iteration 37Q (166885.070000 sec): 3 clusters
  Score: Raw -431986.007845 + Penalty 2775.922587 = -429210.085258
  nChanged 19
		SP:Iteration 38Q (166885.210000 sec): 3 clusters
  Score: Raw -431992.773580 + Penalty 2775.922587 = -429216.850994
  nChanged 23
		SP:Iteration 39Q (166885.370000 sec): 3 clusters
  Score: Raw -431999.613225 + Penalty 2775.922587 = -429223.690638
  nChanged 20
		SP:Iteration 40F (166885.530000 sec): 3 clusters
  Score: Raw -432004.601718 + Penalty 2775.922587 = -429228.679132
  nChanged 22
		SP:Iteration 41Q (166885.680000 sec): 3 clusters
  Score: Raw -432010.530416 + Penalty 2775.922587 = -429234.607830
  nChanged 13
		SP:Iteration 42Q (166885.820000 sec): 3 clusters
  Score: Raw -432014.462904 + Penalty 2775.922587 = -429238.540317
  nChanged 12
		SP:Iteration 43Q (166885.960000 sec): 3 clusters
  Score: Raw -432016.939834 + Penalty 2775.922587 = -429241.017247
  nChanged 6
		SP:Iteration 44Q (166886.100000 sec): 3 clusters
  Score: Raw -432018.284483 + Penalty 2775.922587 = -429242.361896
  nChanged 10
		SP:Iteration 45Q (166886.250000 sec): 3 clusters
  Score: Raw -432021.453568 + Penalty 2775.922587 = -429245.530982
  nChanged 7
		SP:Iteration 46Q (166886.390000 sec): 3 clusters
  Score: Raw -432023.491160 + Penalty 2775.922587 = -429247.568574
  nChanged 9
		SP:Iteration 47Q (166886.550000 sec): 3 clusters
  Score: Raw -432025.892750 + Penalty 2775.922587 = -429249.970164
  nChanged 11
		SP:Iteration 48Q (166886.730000 sec): 3 clusters
  Score: Raw -432028.888318 + Penalty 2775.922587 = -429252.965732
  nChanged 6
		SP:Iteration 49Q (166886.880000 sec): 3 clusters
  Score: Raw -432030.381490 + Penalty 2775.922587 = -429254.458904
  nChanged 12
		SP:Iteration 50Q (166887.060000 sec): 3 clusters
  Score: Raw -432034.074418 + Penalty 2775.922587 = -429258.151831
  nChanged 16
		SP:Iteration 51Q (166887.230000 sec): 3 clusters
  Score: Raw -432037.827206 + Penalty 2775.922587 = -429261.904619
  nChanged 11
		SP:Iteration 52Q (166887.380000 sec): 3 clusters
  Score: Raw -432040.520526 + Penalty 2775.922587 = -429264.597940
  nChanged 12
		SP:Iteration 53Q (166887.560000 sec): 3 clusters
  Score: Raw -432043.055401 + Penalty 2775.922587 = -429267.132814
  nChanged 8
		SP:Iteration 54Q (166887.720000 sec): 3 clusters
  Score: Raw -432044.891682 + Penalty 2775.922587 = -429268.969095
  nChanged 5
		SP:Iteration 55Q (166887.890000 sec): 3 clusters
  Score: Raw -432046.502866 + Penalty 2775.922587 = -429270.580280
  nChanged 3
		SP:Iteration 56Q (166888.040000 sec): 3 clusters
  Score: Raw -432047.498621 + Penalty 2775.922587 = -429271.576034
  nChanged 6
		SP:Iteration 57Q (166888.200000 sec): 3 clusters
  Score: Raw -432049.511252 + Penalty 2775.922587 = -429273.588666
  nChanged 6
		SP:Iteration 58Q (166888.360000 sec): 3 clusters
  Score: Raw -432050.543889 + Penalty 2775.922587 = -429274.621302
  nChanged 5
		SP:Iteration 59Q (166888.540000 sec): 3 clusters
  Score: Raw -432051.459363 + Penalty 2775.922587 = -429275.536776
  nChanged 1
		SP:Iteration 60F (166888.700000 sec): 3 clusters
  Score: Raw -432051.617976 + Penalty 2775.922587 = -429275.695390
  nChanged 2
		SP:Iteration 61Q (166888.850000 sec): 3 clusters
  Score: Raw -432051.803622 + Penalty 2775.922587 = -429275.881035
  nChanged 2
		SP:Iteration 62Q (166889.040000 sec): 3 clusters
  Score: Raw -432052.360020 + Penalty 2775.922587 = -429276.437433
  nChanged 0
		SP:Iteration 63F (166889.180000 sec): 3 clusters
  Score: Raw -432052.360020 + Penalty 2775.922587 = -429276.437433
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 109 (8118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166889.270000 sec): 2 clusters
  Score: Raw -771202.454365 + Penalty 1462.798853 = -769739.655511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166889.480000 sec): 3 clusters
  Score: Raw -766659.353716 + Penalty 2925.597707 = -763733.756010
  nChanged 3461
		SP:Iteration 1F (166889.720000 sec): 3 clusters
  Score: Raw -768529.334263 + Penalty 2925.597707 = -765603.736556
  nChanged 542
		SP:Iteration 2F (166889.870000 sec): 3 clusters
  Score: Raw -768802.795385 + Penalty 2925.597707 = -765877.197678
  nChanged 508
		SP:Iteration 3F (166890.060000 sec): 3 clusters
  Score: Raw -769085.705312 + Penalty 2925.597707 = -766160.107605
  nChanged 492
		SP:Iteration 4F (166890.230000 sec): 3 clusters
  Score: Raw -769386.842395 + Penalty 2925.597707 = -766461.244689
  nChanged 487
		SP:Iteration 5F (166890.400000 sec): 3 clusters
  Score: Raw -769691.150992 + Penalty 2925.597707 = -766765.553286
  nChanged 436
		SP:Iteration 6F (166890.590000 sec): 3 clusters
  Score: Raw -769968.030679 + Penalty 2925.597707 = -767042.432972
  nChanged 357
		SP:Iteration 7Q (166890.760000 sec): 3 clusters
  Score: Raw -770188.699587 + Penalty 2925.597707 = -767263.101880
  nChanged 318
		SP:Iteration 8Q (166890.920000 sec): 3 clusters
  Score: Raw -770389.728078 + Penalty 2925.597707 = -767464.130371
  nChanged 274
		SP:Iteration 9Q (166891.090000 sec): 3 clusters
  Score: Raw -770572.288596 + Penalty 2925.597707 = -767646.690890
  nChanged 228
		SP:Iteration 10Q (166891.260000 sec): 3 clusters
  Score: Raw -770735.374142 + Penalty 2925.597707 = -767809.776435
  nChanged 193
		SP:Iteration 11Q (166891.430000 sec): 3 clusters
  Score: Raw -770882.289118 + Penalty 2925.597707 = -767956.691411
  nChanged 157
		SP:Iteration 12Q (166891.650000 sec): 3 clusters
  Score: Raw -771002.058468 + Penalty 2925.597707 = -768076.460761
  nChanged 126
		SP:Iteration 13Q (166891.840000 sec): 3 clusters
  Score: Raw -771101.125095 + Penalty 2925.597707 = -768175.527388
  nChanged 99
		SP:Iteration 14Q (166892.010000 sec): 3 clusters
  Score: Raw -771182.074459 + Penalty 2925.597707 = -768256.476753
  nChanged 71
		SP:Iteration 15Q (166892.250000 sec): 3 clusters
  Score: Raw -771240.614314 + Penalty 2925.597707 = -768315.016607
  nChanged 54
		SP:Iteration 16Q (166892.430000 sec): 3 clusters
  Score: Raw -771285.666380 + Penalty 2925.597707 = -768360.068673
  nChanged 40
		SP:Iteration 17Q (166892.590000 sec): 3 clusters
  Score: Raw -771315.864994 + Penalty 2925.597707 = -768390.267288
  nChanged 31
		SP:Iteration 18Q (166892.770000 sec): 3 clusters
  Score: Raw -771344.557894 + Penalty 2925.597707 = -768418.960187
  nChanged 27
		SP:Iteration 19Q (166892.940000 sec): 3 clusters
  Score: Raw -771371.799069 + Penalty 2925.597707 = -768446.201362
  nChanged 16
		SP:Iteration 20F (166893.180000 sec): 3 clusters
  Score: Raw -771387.997419 + Penalty 2925.597707 = -768462.399712
  nChanged 11
		SP:Iteration 21Q (166893.350000 sec): 3 clusters
  Score: Raw -771399.687084 + Penalty 2925.597707 = -768474.089377
  nChanged 14
		SP:Iteration 22Q (166893.590000 sec): 3 clusters
  Score: Raw -771407.968674 + Penalty 2925.597707 = -768482.370967
  nChanged 7
		SP:Iteration 23Q (166893.770000 sec): 3 clusters
  Score: Raw -771413.750043 + Penalty 2925.597707 = -768488.152336
  nChanged 8
		SP:Iteration 24Q (166893.970000 sec): 3 clusters
  Score: Raw -771421.398366 + Penalty 2925.597707 = -768495.800659
  nChanged 4
		SP:Iteration 25Q (166894.140000 sec): 3 clusters
  Score: Raw -771425.182879 + Penalty 2925.597707 = -768499.585172
  nChanged 3
		SP:Iteration 26Q (166894.330000 sec): 3 clusters
  Score: Raw -771426.216214 + Penalty 2925.597707 = -768500.618507
  nChanged 0
		SP:Iteration 27F (166894.540000 sec): 3 clusters
  Score: Raw -771426.216214 + Penalty 2925.597707 = -768500.618507
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 110 (4953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166894.660000 sec): 2 clusters
  Score: Raw -450552.352991 + Penalty 1382.509169 = -449169.843822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166894.840000 sec): 3 clusters
  Score: Raw -447954.995125 + Penalty 2765.018338 = -445189.976787
  nChanged 2012
		SP:Iteration 1F (166895.020000 sec): 3 clusters
  Score: Raw -449121.802408 + Penalty 2765.018338 = -446356.784070
  nChanged 384
		SP:Iteration 2F (166895.180000 sec): 3 clusters
  Score: Raw -449355.139604 + Penalty 2765.018338 = -446590.121266
  nChanged 282
		SP:Iteration 3F (166895.330000 sec): 3 clusters
  Score: Raw -449540.821624 + Penalty 2765.018338 = -446775.803286
  nChanged 251
		SP:Iteration 4F (166895.490000 sec): 3 clusters
  Score: Raw -449726.218327 + Penalty 2765.018338 = -446961.199989
  nChanged 256
		SP:Iteration 5F (166895.650000 sec): 3 clusters
  Score: Raw -449915.650197 + Penalty 2765.018338 = -447150.631859
  nChanged 228
		SP:Iteration 6Q (166895.800000 sec): 3 clusters
  Score: Raw -450073.320514 + Penalty 2765.018338 = -447308.302176
  nChanged 201
		SP:Iteration 7Q (166895.960000 sec): 3 clusters
  Score: Raw -450204.449177 + Penalty 2765.018338 = -447439.430839
  nChanged 196
		SP:Iteration 8Q (166896.120000 sec): 3 clusters
  Score: Raw -450321.516679 + Penalty 2765.018338 = -447556.498341
  nChanged 154
		SP:Iteration 9Q (166896.280000 sec): 3 clusters
  Score: Raw -450395.804510 + Penalty 2765.018338 = -447630.786172
  nChanged 104
		SP:Iteration 10Q (166896.430000 sec): 3 clusters
  Score: Raw -450436.941336 + Penalty 2765.018338 = -447671.922998
  nChanged 78
		SP:Iteration 11Q (166896.620000 sec): 3 clusters
  Score: Raw -450471.357805 + Penalty 2765.018338 = -447706.339467
  nChanged 72
		SP:Iteration 12Q (166896.780000 sec): 3 clusters
  Score: Raw -450500.626133 + Penalty 2765.018338 = -447735.607795
  nChanged 54
		SP:Iteration 13Q (166896.990000 sec): 3 clusters
  Score: Raw -450521.918685 + Penalty 2765.018338 = -447756.900347
  nChanged 61
		SP:Iteration 14Q (166897.150000 sec): 3 clusters
  Score: Raw -450542.117568 + Penalty 2765.018338 = -447777.099230
  nChanged 49
		SP:Iteration 15Q (166897.320000 sec): 3 clusters
  Score: Raw -450558.285376 + Penalty 2765.018338 = -447793.267038
  nChanged 39
		SP:Iteration 16Q (166897.480000 sec): 3 clusters
  Score: Raw -450573.381525 + Penalty 2765.018338 = -447808.363186
  nChanged 43
		SP:Iteration 17Q (166897.590000 sec): 3 clusters
  Score: Raw -450588.406689 + Penalty 2765.018338 = -447823.388351
  nChanged 39
		SP:Iteration 18Q (166897.730000 sec): 3 clusters
  Score: Raw -450603.060644 + Penalty 2765.018338 = -447838.042306
  nChanged 33
		SP:Iteration 19Q (166897.910000 sec): 3 clusters
  Score: Raw -450615.366823 + Penalty 2765.018338 = -447850.348485
  nChanged 40
		SP:Iteration 20F (166898.060000 sec): 3 clusters
  Score: Raw -450631.104164 + Penalty 2765.018338 = -447866.085826
  nChanged 35
		SP:Iteration 21Q (166898.220000 sec): 3 clusters
  Score: Raw -450641.975291 + Penalty 2765.018338 = -447876.956953
  nChanged 37
		SP:Iteration 22Q (166898.370000 sec): 3 clusters
  Score: Raw -450654.451896 + Penalty 2765.018338 = -447889.433558
  nChanged 34
		SP:Iteration 23Q (166898.530000 sec): 3 clusters
  Score: Raw -450667.795596 + Penalty 2765.018338 = -447902.777258
  nChanged 32
		SP:Iteration 24Q (166898.670000 sec): 3 clusters
  Score: Raw -450679.402430 + Penalty 2765.018338 = -447914.384092
  nChanged 33
		SP:Iteration 25Q (166898.820000 sec): 3 clusters
  Score: Raw -450690.207008 + Penalty 2765.018338 = -447925.188670
  nChanged 26
		SP:Iteration 26Q (166898.960000 sec): 3 clusters
  Score: Raw -450700.750370 + Penalty 2765.018338 = -447935.732032
  nChanged 25
		SP:Iteration 27Q (166899.110000 sec): 3 clusters
  Score: Raw -450711.988787 + Penalty 2765.018338 = -447946.970449
  nChanged 18
		SP:Iteration 28Q (166899.290000 sec): 3 clusters
  Score: Raw -450718.396688 + Penalty 2765.018338 = -447953.378350
  nChanged 18
		SP:Iteration 29Q (166899.470000 sec): 3 clusters
  Score: Raw -450723.614931 + Penalty 2765.018338 = -447958.596593
  nChanged 11
		SP:Iteration 30Q (166899.660000 sec): 3 clusters
  Score: Raw -450728.009863 + Penalty 2765.018338 = -447962.991525
  nChanged 15
		SP:Iteration 31Q (166899.860000 sec): 3 clusters
  Score: Raw -450733.982956 + Penalty 2765.018338 = -447968.964618
  nChanged 21
		SP:Iteration 32Q (166900.010000 sec): 3 clusters
  Score: Raw -450740.240791 + Penalty 2765.018338 = -447975.222453
  nChanged 10
		SP:Iteration 33Q (166900.160000 sec): 3 clusters
  Score: Raw -450742.820068 + Penalty 2765.018338 = -447977.801730
  nChanged 7
		SP:Iteration 34Q (166900.320000 sec): 3 clusters
  Score: Raw -450744.648011 + Penalty 2765.018338 = -447979.629673
  nChanged 5
		SP:Iteration 35Q (166900.480000 sec): 3 clusters
  Score: Raw -450745.502280 + Penalty 2765.018338 = -447980.483942
  nChanged 4
		SP:Iteration 36Q (166900.640000 sec): 3 clusters
  Score: Raw -450746.126766 + Penalty 2765.018338 = -447981.108428
  nChanged 1
		SP:Iteration 37Q (166900.800000 sec): 3 clusters
  Score: Raw -450746.272496 + Penalty 2765.018338 = -447981.254158
  nChanged 1
		SP:Iteration 38Q (166900.950000 sec): 3 clusters
  Score: Raw -450746.470104 + Penalty 2765.018338 = -447981.451766
  nChanged 3
		SP:Iteration 39Q (166901.090000 sec): 3 clusters
  Score: Raw -450747.156605 + Penalty 2765.018338 = -447982.138267
  nChanged 6
		SP:Iteration 40F (166901.230000 sec): 3 clusters
  Score: Raw -450748.121751 + Penalty 2765.018338 = -447983.103413
  nChanged 2
		SP:Iteration 41Q (166901.390000 sec): 3 clusters
  Score: Raw -450748.646709 + Penalty 2765.018338 = -447983.628371
  nChanged 4
		SP:Iteration 42Q (166901.530000 sec): 3 clusters
  Score: Raw -450749.130748 + Penalty 2765.018338 = -447984.112409
  nChanged 2
		SP:Iteration 43Q (166901.680000 sec): 3 clusters
  Score: Raw -450749.432346 + Penalty 2765.018338 = -447984.414008
  nChanged 2
		SP:Iteration 44Q (166901.830000 sec): 3 clusters
  Score: Raw -450749.863518 + Penalty 2765.018338 = -447984.845179
  nChanged 4
		SP:Iteration 45Q (166902.000000 sec): 3 clusters
  Score: Raw -450750.675367 + Penalty 2765.018338 = -447985.657029
  nChanged 7
		SP:Iteration 46Q (166902.170000 sec): 3 clusters
  Score: Raw -450753.034474 + Penalty 2765.018338 = -447988.016136
  nChanged 4
		SP:Iteration 47Q (166902.340000 sec): 3 clusters
  Score: Raw -450753.977578 + Penalty 2765.018338 = -447988.959240
  nChanged 3
		SP:Iteration 48Q (166902.550000 sec): 3 clusters
  Score: Raw -450754.424574 + Penalty 2765.018338 = -447989.406236
  nChanged 2
		SP:Iteration 49Q (166902.780000 sec): 3 clusters
  Score: Raw -450754.628969 + Penalty 2765.018338 = -447989.610631
  nChanged 3
		SP:Iteration 50Q (166902.950000 sec): 3 clusters
  Score: Raw -450755.018954 + Penalty 2765.018338 = -447990.000616
  nChanged 4
		SP:Iteration 51Q (166903.110000 sec): 3 clusters
  Score: Raw -450755.662548 + Penalty 2765.018338 = -447990.644210
  nChanged 5
		SP:Iteration 52Q (166903.290000 sec): 3 clusters
  Score: Raw -450756.157427 + Penalty 2765.018338 = -447991.139089
  nChanged 2
		SP:Iteration 53Q (166903.470000 sec): 3 clusters
  Score: Raw -450756.996932 + Penalty 2765.018338 = -447991.978594
  nChanged 1
		SP:Iteration 54Q (166903.650000 sec): 3 clusters
  Score: Raw -450757.142987 + Penalty 2765.018338 = -447992.124649
  nChanged 0
		SP:Iteration 55F (166903.820000 sec): 3 clusters
  Score: Raw -450757.142987 + Penalty 2765.018338 = -447992.124649
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 111 (3978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166903.940000 sec): 2 clusters
  Score: Raw -340234.305882 + Penalty 1346.886850 = -338887.419032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166904.110000 sec): 3 clusters
  Score: Raw -338279.706380 + Penalty 2693.773699 = -335585.932681
  nChanged 1552
		SP:Iteration 1F (166904.180000 sec): 3 clusters
  Score: Raw -339235.561929 + Penalty 2693.773699 = -336541.788230
  nChanged 313
		SP:Iteration 2F (166904.250000 sec): 3 clusters
  Score: Raw -339445.364775 + Penalty 2693.773699 = -336751.591076
  nChanged 250
		SP:Iteration 3F (166904.330000 sec): 3 clusters
  Score: Raw -339630.444308 + Penalty 2693.773699 = -336936.670609
  nChanged 215
		SP:Iteration 4F (166904.400000 sec): 3 clusters
  Score: Raw -339807.451603 + Penalty 2693.773699 = -337113.677903
  nChanged 210
		SP:Iteration 5F (166904.470000 sec): 3 clusters
  Score: Raw -339975.665059 + Penalty 2693.773699 = -337281.891360
  nChanged 186
		SP:Iteration 6Q (166904.540000 sec): 3 clusters
  Score: Raw -340136.879859 + Penalty 2693.773699 = -337443.106160
  nChanged 174
		SP:Iteration 7Q (166904.610000 sec): 3 clusters
  Score: Raw -340267.801698 + Penalty 2693.773699 = -337574.027998
  nChanged 158
		SP:Iteration 8Q (166904.690000 sec): 3 clusters
  Score: Raw -340382.163673 + Penalty 2693.773699 = -337688.389973
  nChanged 147
		SP:Iteration 9Q (166904.760000 sec): 3 clusters
  Score: Raw -340478.140065 + Penalty 2693.773699 = -337784.366366
  nChanged 110
		SP:Iteration 10Q (166904.830000 sec): 3 clusters
  Score: Raw -340541.494054 + Penalty 2693.773699 = -337847.720354
  nChanged 100
		SP:Iteration 11Q (166904.900000 sec): 3 clusters
  Score: Raw -340605.713724 + Penalty 2693.773699 = -337911.940025
  nChanged 90
		SP:Iteration 12Q (166904.970000 sec): 3 clusters
  Score: Raw -340660.603604 + Penalty 2693.773699 = -337966.829905
  nChanged 63
		SP:Iteration 13Q (166905.050000 sec): 3 clusters
  Score: Raw -340698.782665 + Penalty 2693.773699 = -338005.008966
  nChanged 53
		SP:Iteration 14Q (166905.120000 sec): 3 clusters
  Score: Raw -340729.655665 + Penalty 2693.773699 = -338035.881966
  nChanged 43
		SP:Iteration 15Q (166905.190000 sec): 3 clusters
  Score: Raw -340756.928558 + Penalty 2693.773699 = -338063.154858
  nChanged 47
		SP:Iteration 16Q (166905.410000 sec): 3 clusters
  Score: Raw -340779.057035 + Penalty 2693.773699 = -338085.283336
  nChanged 38
		SP:Iteration 17Q (166905.570000 sec): 3 clusters
  Score: Raw -340796.381538 + Penalty 2693.773699 = -338102.607839
  nChanged 35
		SP:Iteration 18Q (166905.750000 sec): 3 clusters
  Score: Raw -340811.196128 + Penalty 2693.773699 = -338117.422428
  nChanged 29
		SP:Iteration 19Q (166905.950000 sec): 3 clusters
  Score: Raw -340826.462660 + Penalty 2693.773699 = -338132.688961
  nChanged 33
		SP:Iteration 20F (166906.090000 sec): 3 clusters
  Score: Raw -340846.999531 + Penalty 2693.773699 = -338153.225832
  nChanged 28
		SP:Iteration 21Q (166906.250000 sec): 3 clusters
  Score: Raw -340865.634945 + Penalty 2693.773699 = -338171.861245
  nChanged 30
		SP:Iteration 22Q (166906.400000 sec): 3 clusters
  Score: Raw -340882.593028 + Penalty 2693.773699 = -338188.819328
  nChanged 22
		SP:Iteration 23Q (166906.560000 sec): 3 clusters
  Score: Raw -340898.104362 + Penalty 2693.773699 = -338204.330663
  nChanged 25
		SP:Iteration 24Q (166906.720000 sec): 3 clusters
  Score: Raw -340914.748246 + Penalty 2693.773699 = -338220.974546
  nChanged 17
		SP:Iteration 25Q (166906.890000 sec): 3 clusters
  Score: Raw -340926.501469 + Penalty 2693.773699 = -338232.727770
  nChanged 16
		SP:Iteration 26Q (166907.050000 sec): 3 clusters
  Score: Raw -340935.129654 + Penalty 2693.773699 = -338241.355954
  nChanged 14
		SP:Iteration 27Q (166907.210000 sec): 3 clusters
  Score: Raw -340943.153319 + Penalty 2693.773699 = -338249.379620
  nChanged 17
		SP:Iteration 28Q (166907.370000 sec): 3 clusters
  Score: Raw -340951.699505 + Penalty 2693.773699 = -338257.925806
  nChanged 12
		SP:Iteration 29Q (166907.550000 sec): 3 clusters
  Score: Raw -340957.274053 + Penalty 2693.773699 = -338263.500354
  nChanged 9
		SP:Iteration 30Q (166907.720000 sec): 3 clusters
  Score: Raw -340960.157257 + Penalty 2693.773699 = -338266.383558
  nChanged 6
		SP:Iteration 31Q (166907.840000 sec): 3 clusters
  Score: Raw -340962.579874 + Penalty 2693.773699 = -338268.806175
  nChanged 6
		SP:Iteration 32Q (166907.910000 sec): 3 clusters
  Score: Raw -340965.561111 + Penalty 2693.773699 = -338271.787412
  nChanged 4
		SP:Iteration 33Q (166907.980000 sec): 3 clusters
  Score: Raw -340966.555157 + Penalty 2693.773699 = -338272.781458
  nChanged 3
		SP:Iteration 34Q (166908.050000 sec): 3 clusters
  Score: Raw -340967.283146 + Penalty 2693.773699 = -338273.509446
  nChanged 0
		SP:Iteration 35F (166908.130000 sec): 3 clusters
  Score: Raw -340967.283146 + Penalty 2693.773699 = -338273.509446
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 112 (3073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166908.190000 sec): 2 clusters
  Score: Raw -263590.576637 + Penalty 1304.941554 = -262285.635083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166908.250000 sec): 3 clusters
  Score: Raw -262140.151674 + Penalty 2609.883108 = -259530.268566
  nChanged 1181
		SP:Iteration 1F (166908.310000 sec): 3 clusters
  Score: Raw -262838.348953 + Penalty 2609.883108 = -260228.465845
  nChanged 267
		SP:Iteration 2F (166908.370000 sec): 3 clusters
  Score: Raw -263024.058525 + Penalty 2609.883108 = -260414.175417
  nChanged 188
		SP:Iteration 3F (166908.420000 sec): 3 clusters
  Score: Raw -263146.581824 + Penalty 2609.883108 = -260536.698717
  nChanged 155
		SP:Iteration 4F (166908.480000 sec): 3 clusters
  Score: Raw -263240.153160 + Penalty 2609.883108 = -260630.270052
  nChanged 116
		SP:Iteration 5Q (166908.540000 sec): 3 clusters
  Score: Raw -263315.651272 + Penalty 2609.883108 = -260705.768164
  nChanged 95
		SP:Iteration 6Q (166908.590000 sec): 3 clusters
  Score: Raw -263374.652503 + Penalty 2609.883108 = -260764.769395
  nChanged 101
		SP:Iteration 7Q (166908.650000 sec): 3 clusters
  Score: Raw -263433.011594 + Penalty 2609.883108 = -260823.128486
  nChanged 99
		SP:Iteration 8Q (166908.710000 sec): 3 clusters
  Score: Raw -263493.029351 + Penalty 2609.883108 = -260883.146243
  nChanged 89
		SP:Iteration 9Q (166908.850000 sec): 3 clusters
  Score: Raw -263548.931391 + Penalty 2609.883108 = -260939.048283
  nChanged 72
		SP:Iteration 10Q (166909.000000 sec): 3 clusters
  Score: Raw -263591.139865 + Penalty 2609.883108 = -260981.256758
  nChanged 75
		SP:Iteration 11Q (166909.150000 sec): 3 clusters
  Score: Raw -263633.530670 + Penalty 2609.883108 = -261023.647562
  nChanged 67
		SP:Iteration 12Q (166909.280000 sec): 3 clusters
  Score: Raw -263669.476315 + Penalty 2609.883108 = -261059.593207
  nChanged 55
		SP:Iteration 13Q (166909.430000 sec): 3 clusters
  Score: Raw -263709.645993 + Penalty 2609.883108 = -261099.762886
  nChanged 61
		SP:Iteration 14Q (166909.590000 sec): 3 clusters
  Score: Raw -263751.883711 + Penalty 2609.883108 = -261142.000603
  nChanged 56
		SP:Iteration 15Q (166909.750000 sec): 3 clusters
  Score: Raw -263777.808921 + Penalty 2609.883108 = -261167.925813
  nChanged 43
		SP:Iteration 16Q (166909.910000 sec): 3 clusters
  Score: Raw -263801.390919 + Penalty 2609.883108 = -261191.507811
  nChanged 34
		SP:Iteration 17Q (166910.070000 sec): 3 clusters
  Score: Raw -263823.200603 + Penalty 2609.883108 = -261213.317495
  nChanged 28
		SP:Iteration 18Q (166910.220000 sec): 3 clusters
  Score: Raw -263835.133666 + Penalty 2609.883108 = -261225.250558
  nChanged 18
		SP:Iteration 19Q (166910.380000 sec): 3 clusters
  Score: Raw -263844.279393 + Penalty 2609.883108 = -261234.396286
  nChanged 21
		SP:Iteration 20F (166910.540000 sec): 3 clusters
  Score: Raw -263851.977884 + Penalty 2609.883108 = -261242.094776
  nChanged 16
		SP:Iteration 21Q (166910.690000 sec): 3 clusters
  Score: Raw -263859.334327 + Penalty 2609.883108 = -261249.451220
  nChanged 12
		SP:Iteration 22Q (166910.840000 sec): 3 clusters
  Score: Raw -263865.208663 + Penalty 2609.883108 = -261255.325555
  nChanged 13
		SP:Iteration 23Q (166911.010000 sec): 3 clusters
  Score: Raw -263870.143783 + Penalty 2609.883108 = -261260.260675
  nChanged 9
		SP:Iteration 24Q (166911.160000 sec): 3 clusters
  Score: Raw -263872.574845 + Penalty 2609.883108 = -261262.691738
  nChanged 6
		SP:Iteration 25Q (166911.310000 sec): 3 clusters
  Score: Raw -263874.936071 + Penalty 2609.883108 = -261265.052964
  nChanged 5
		SP:Iteration 26Q (166911.470000 sec): 3 clusters
  Score: Raw -263876.961591 + Penalty 2609.883108 = -261267.078483
  nChanged 7
		SP:Iteration 27Q (166911.620000 sec): 3 clusters
  Score: Raw -263879.747405 + Penalty 2609.883108 = -261269.864297
  nChanged 3
		SP:Iteration 28Q (166911.770000 sec): 3 clusters
  Score: Raw -263880.605569 + Penalty 2609.883108 = -261270.722462
  nChanged 2
		SP:Iteration 29Q (166911.930000 sec): 3 clusters
  Score: Raw -263881.059902 + Penalty 2609.883108 = -261271.176795
  nChanged 3
		SP:Iteration 30Q (166912.100000 sec): 3 clusters
  Score: Raw -263881.866330 + Penalty 2609.883108 = -261271.983222
  nChanged 2
		SP:Iteration 31Q (166912.240000 sec): 3 clusters
  Score: Raw -263882.950223 + Penalty 2609.883108 = -261273.067116
  nChanged 3
		SP:Iteration 32Q (166912.390000 sec): 3 clusters
  Score: Raw -263883.956845 + Penalty 2609.883108 = -261274.073738
  nChanged 2
		SP:Iteration 33Q (166912.550000 sec): 3 clusters
  Score: Raw -263884.340136 + Penalty 2609.883108 = -261274.457028
  nChanged 0
		SP:Iteration 34F (166912.710000 sec): 3 clusters
  Score: Raw -263884.340136 + Penalty 2609.883108 = -261274.457028
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 113 (787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166912.780000 sec): 2 clusters
  Score: Raw -59666.531078 + Penalty 1083.587090 = -58582.943988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166912.940000 sec): 3 clusters
  Score: Raw -59451.124485 + Penalty 2167.174181 = -57283.950305
  nChanged 222
		SP:Iteration 1F (166913.090000 sec): 3 clusters
  Score: Raw -59693.876793 + Penalty 2167.174181 = -57526.702612
  nChanged 49
		SP:Iteration 2F (166913.250000 sec): 3 clusters
  Score: Raw -59763.848365 + Penalty 2167.174181 = -57596.674185
  nChanged 38
		SP:Iteration 3Q (166913.400000 sec): 3 clusters
  Score: Raw -59820.356118 + Penalty 2167.174181 = -57653.181937
  nChanged 20
		SP:Iteration 4Q (166913.560000 sec): 3 clusters
  Score: Raw -59843.033291 + Penalty 2167.174181 = -57675.859110
  nChanged 18
		SP:Iteration 5Q (166913.710000 sec): 3 clusters
  Score: Raw -59877.464629 + Penalty 2167.174181 = -57710.290448
  nChanged 18
		SP:Iteration 6Q (166913.850000 sec): 3 clusters
  Score: Raw -59897.238857 + Penalty 2167.174181 = -57730.064676
  nChanged 15
		SP:Iteration 7Q (166913.990000 sec): 3 clusters
  Score: Raw -59923.662296 + Penalty 2167.174181 = -57756.488116
  nChanged 8
		SP:Iteration 8Q (166914.110000 sec): 3 clusters
  Score: Raw -59935.030795 + Penalty 2167.174181 = -57767.856615
  nChanged 5
		SP:Iteration 9Q (166914.260000 sec): 3 clusters
  Score: Raw -59947.025532 + Penalty 2167.174181 = -57779.851351
  nChanged 11
		SP:Iteration 10Q (166914.420000 sec): 3 clusters
  Score: Raw -59964.484696 + Penalty 2167.174181 = -57797.310515
  nChanged 11
		SP:Iteration 11Q (166914.570000 sec): 3 clusters
  Score: Raw -59981.766762 + Penalty 2167.174181 = -57814.592582
  nChanged 14
		SP:Iteration 12Q (166914.730000 sec): 3 clusters
  Score: Raw -60001.633498 + Penalty 2167.174181 = -57834.459317
  nChanged 14
		SP:Iteration 13Q (166914.880000 sec): 3 clusters
  Score: Raw -60018.808469 + Penalty 2167.174181 = -57851.634289
  nChanged 7
		SP:Iteration 14Q (166915.040000 sec): 3 clusters
  Score: Raw -60025.547141 + Penalty 2167.174181 = -57858.372961
  nChanged 2
		SP:Iteration 15Q (166915.200000 sec): 3 clusters
  Score: Raw -60027.075677 + Penalty 2167.174181 = -57859.901496
  nChanged 0
		SP:Iteration 16F (166915.340000 sec): 3 clusters
  Score: Raw -60027.075677 + Penalty 2167.174181 = -57859.901496
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 114 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166915.440000 sec): 2 clusters
  Score: Raw -184772.971311 + Penalty 1218.746188 = -183554.225123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166915.560000 sec): 3 clusters
  Score: Raw -184025.942950 + Penalty 2437.492376 = -181588.450574
  nChanged 602
		SP:Iteration 1F (166915.700000 sec): 3 clusters
  Score: Raw -184440.832475 + Penalty 2437.492376 = -182003.340099
  nChanged 126
		SP:Iteration 2F (166915.840000 sec): 3 clusters
  Score: Raw -184537.616761 + Penalty 2437.492376 = -182100.124385
  nChanged 71
		SP:Iteration 3Q (166915.990000 sec): 3 clusters
  Score: Raw -184583.622320 + Penalty 2437.492376 = -182146.129944
  nChanged 52
		SP:Iteration 4Q (166916.150000 sec): 3 clusters
  Score: Raw -184612.693220 + Penalty 2437.492376 = -182175.200844
  nChanged 35
		SP:Iteration 5Q (166916.300000 sec): 3 clusters
  Score: Raw -184635.416862 + Penalty 2437.492376 = -182197.924486
  nChanged 19
		SP:Iteration 6Q (166916.460000 sec): 3 clusters
  Score: Raw -184644.594173 + Penalty 2437.492376 = -182207.101798
  nChanged 25
		SP:Iteration 7Q (166916.620000 sec): 3 clusters
  Score: Raw -184658.106986 + Penalty 2437.492376 = -182220.614611
  nChanged 23
		SP:Iteration 8Q (166916.780000 sec): 3 clusters
  Score: Raw -184672.141775 + Penalty 2437.492376 = -182234.649399
  nChanged 21
		SP:Iteration 9Q (166916.940000 sec): 3 clusters
  Score: Raw -184685.786028 + Penalty 2437.492376 = -182248.293652
  nChanged 25
		SP:Iteration 10Q (166917.100000 sec): 3 clusters
  Score: Raw -184699.813920 + Penalty 2437.492376 = -182262.321544
  nChanged 18
		SP:Iteration 11Q (166917.310000 sec): 3 clusters
  Score: Raw -184709.433199 + Penalty 2437.492376 = -182271.940823
  nChanged 12
		SP:Iteration 12Q (166917.460000 sec): 3 clusters
  Score: Raw -184715.867593 + Penalty 2437.492376 = -182278.375217
  nChanged 15
		SP:Iteration 13Q (166917.640000 sec): 3 clusters
  Score: Raw -184723.118405 + Penalty 2437.492376 = -182285.626029
  nChanged 14
		SP:Iteration 14Q (166917.780000 sec): 3 clusters
  Score: Raw -184730.222014 + Penalty 2437.492376 = -182292.729638
  nChanged 9
		SP:Iteration 15Q (166917.930000 sec): 3 clusters
  Score: Raw -184734.237894 + Penalty 2437.492376 = -182296.745518
  nChanged 6
		SP:Iteration 16Q (166918.080000 sec): 3 clusters
  Score: Raw -184737.233835 + Penalty 2437.492376 = -182299.741459
  nChanged 6
		SP:Iteration 17Q (166918.220000 sec): 3 clusters
  Score: Raw -184739.396879 + Penalty 2437.492376 = -182301.904503
  nChanged 5
		SP:Iteration 18Q (166918.370000 sec): 3 clusters
  Score: Raw -184741.137220 + Penalty 2437.492376 = -182303.644844
  nChanged 4
		SP:Iteration 19Q (166918.520000 sec): 3 clusters
  Score: Raw -184743.487541 + Penalty 2437.492376 = -182305.995165
  nChanged 4
		SP:Iteration 20F (166918.670000 sec): 3 clusters
  Score: Raw -184747.527595 + Penalty 2437.492376 = -182310.035219
  nChanged 7
		SP:Iteration 21Q (166918.820000 sec): 3 clusters
  Score: Raw -184751.742616 + Penalty 2437.492376 = -182314.250241
  nChanged 5
		SP:Iteration 22Q (166918.960000 sec): 3 clusters
  Score: Raw -184753.600252 + Penalty 2437.492376 = -182316.107876
  nChanged 4
		SP:Iteration 23Q (166919.120000 sec): 3 clusters
  Score: Raw -184755.328852 + Penalty 2437.492376 = -182317.836477
  nChanged 1
		SP:Iteration 24Q (166919.270000 sec): 3 clusters
  Score: Raw -184755.883224 + Penalty 2437.492376 = -182318.390848
  nChanged 1
		SP:Iteration 25Q (166919.410000 sec): 3 clusters
  Score: Raw -184756.446325 + Penalty 2437.492376 = -182318.953949
  nChanged 1
		SP:Iteration 26Q (166919.560000 sec): 3 clusters
  Score: Raw -184756.933740 + Penalty 2437.492376 = -182319.441364
  nChanged 2
		SP:Iteration 27Q (166919.710000 sec): 3 clusters
  Score: Raw -184758.303137 + Penalty 2437.492376 = -182320.810761
  nChanged 0
		SP:Iteration 28F (166919.850000 sec): 3 clusters
  Score: Raw -184758.303137 + Penalty 2437.492376 = -182320.810761
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 115 (5966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166919.940000 sec): 2 clusters
  Score: Raw -509903.354876 + Penalty 1412.747694 = -508490.607182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166920.130000 sec): 3 clusters
  Score: Raw -506768.293574 + Penalty 2825.495389 = -503942.798185
  nChanged 2494
		SP:Iteration 1F (166920.270000 sec): 3 clusters
  Score: Raw -508341.768964 + Penalty 2825.495389 = -505516.273576
  nChanged 479
		SP:Iteration 2F (166920.450000 sec): 3 clusters
  Score: Raw -508650.185799 + Penalty 2825.495389 = -505824.690410
  nChanged 396
		SP:Iteration 3F (166920.560000 sec): 3 clusters
  Score: Raw -508914.818650 + Penalty 2825.495389 = -506089.323262
  nChanged 327
		SP:Iteration 4F (166920.700000 sec): 3 clusters
  Score: Raw -509116.111660 + Penalty 2825.495389 = -506290.616272
  nChanged 286
		SP:Iteration 5Q (166920.840000 sec): 3 clusters
  Score: Raw -509284.885892 + Penalty 2825.495389 = -506459.390504
  nChanged 230
		SP:Iteration 6Q (166920.970000 sec): 3 clusters
  Score: Raw -509417.699534 + Penalty 2825.495389 = -506592.204145
  nChanged 210
		SP:Iteration 7Q (166921.110000 sec): 3 clusters
  Score: Raw -509512.347396 + Penalty 2825.495389 = -506686.852007
  nChanged 169
		SP:Iteration 8Q (166921.250000 sec): 3 clusters
  Score: Raw -509588.230998 + Penalty 2825.495389 = -506762.735609
  nChanged 150
		SP:Iteration 9Q (166921.390000 sec): 3 clusters
  Score: Raw -509661.687902 + Penalty 2825.495389 = -506836.192513
  nChanged 127
		SP:Iteration 10Q (166921.530000 sec): 3 clusters
  Score: Raw -509713.169796 + Penalty 2825.495389 = -506887.674407
  nChanged 110
		SP:Iteration 11Q (166921.670000 sec): 3 clusters
  Score: Raw -509760.561546 + Penalty 2825.495389 = -506935.066157
  nChanged 113
		SP:Iteration 12Q (166921.810000 sec): 3 clusters
  Score: Raw -509808.395298 + Penalty 2825.495389 = -506982.899909
  nChanged 97
		SP:Iteration 13Q (166921.940000 sec): 3 clusters
  Score: Raw -509855.949673 + Penalty 2825.495389 = -507030.454285
  nChanged 85
		SP:Iteration 14Q (166922.080000 sec): 3 clusters
  Score: Raw -509893.506552 + Penalty 2825.495389 = -507068.011163
  nChanged 84
		SP:Iteration 15Q (166922.220000 sec): 3 clusters
  Score: Raw -509934.289218 + Penalty 2825.495389 = -507108.793829
  nChanged 95
		SP:Iteration 16Q (166922.360000 sec): 3 clusters
  Score: Raw -509975.956389 + Penalty 2825.495389 = -507150.461001
  nChanged 79
		SP:Iteration 17Q (166922.490000 sec): 3 clusters
  Score: Raw -510003.492714 + Penalty 2825.495389 = -507177.997325
  nChanged 62
		SP:Iteration 18Q (166922.630000 sec): 3 clusters
  Score: Raw -510023.762586 + Penalty 2825.495389 = -507198.267198
  nChanged 42
		SP:Iteration 19Q (166922.770000 sec): 3 clusters
  Score: Raw -510035.498600 + Penalty 2825.495389 = -507210.003211
  nChanged 36
		SP:Iteration 20F (166922.910000 sec): 3 clusters
  Score: Raw -510045.349272 + Penalty 2825.495389 = -507219.853884
  nChanged 28
		SP:Iteration 21Q (166923.050000 sec): 3 clusters
  Score: Raw -510050.914381 + Penalty 2825.495389 = -507225.418993
  nChanged 19
		SP:Iteration 22Q (166923.190000 sec): 3 clusters
  Score: Raw -510056.503933 + Penalty 2825.495389 = -507231.008544
  nChanged 26
		SP:Iteration 23Q (166923.330000 sec): 3 clusters
  Score: Raw -510063.217620 + Penalty 2825.495389 = -507237.722231
  nChanged 24
		SP:Iteration 24Q (166923.460000 sec): 3 clusters
  Score: Raw -510068.565167 + Penalty 2825.495389 = -507243.069778
  nChanged 27
		SP:Iteration 25Q (166923.600000 sec): 3 clusters
  Score: Raw -510077.366203 + Penalty 2825.495389 = -507251.870815
  nChanged 26
		SP:Iteration 26Q (166923.740000 sec): 3 clusters
  Score: Raw -510082.910580 + Penalty 2825.495389 = -507257.415191
  nChanged 17
		SP:Iteration 27Q (166923.880000 sec): 3 clusters
  Score: Raw -510086.809853 + Penalty 2825.495389 = -507261.314464
  nChanged 21
		SP:Iteration 28Q (166924.020000 sec): 3 clusters
  Score: Raw -510091.185273 + Penalty 2825.495389 = -507265.689885
  nChanged 20
		SP:Iteration 29Q (166924.160000 sec): 3 clusters
  Score: Raw -510095.355637 + Penalty 2825.495389 = -507269.860248
  nChanged 22
		SP:Iteration 30Q (166924.300000 sec): 3 clusters
  Score: Raw -510100.377554 + Penalty 2825.495389 = -507274.882165
  nChanged 22
		SP:Iteration 31Q (166924.430000 sec): 3 clusters
  Score: Raw -510105.110370 + Penalty 2825.495389 = -507279.614982
  nChanged 19
		SP:Iteration 32Q (166924.570000 sec): 3 clusters
  Score: Raw -510110.259939 + Penalty 2825.495389 = -507284.764550
  nChanged 26
		SP:Iteration 33Q (166924.710000 sec): 3 clusters
  Score: Raw -510116.135797 + Penalty 2825.495389 = -507290.640408
  nChanged 14
		SP:Iteration 34Q (166924.850000 sec): 3 clusters
  Score: Raw -510118.731647 + Penalty 2825.495389 = -507293.236258
  nChanged 13
		SP:Iteration 35Q (166924.980000 sec): 3 clusters
  Score: Raw -510121.377079 + Penalty 2825.495389 = -507295.881690
  nChanged 15
		SP:Iteration 36Q (166925.120000 sec): 3 clusters
  Score: Raw -510124.502601 + Penalty 2825.495389 = -507299.007213
  nChanged 19
		SP:Iteration 37Q (166925.260000 sec): 3 clusters
  Score: Raw -510128.153439 + Penalty 2825.495389 = -507302.658050
  nChanged 16
		SP:Iteration 38Q (166925.400000 sec): 3 clusters
  Score: Raw -510132.239779 + Penalty 2825.495389 = -507306.744390
  nChanged 24
		SP:Iteration 39Q (166925.540000 sec): 3 clusters
  Score: Raw -510137.276805 + Penalty 2825.495389 = -507311.781416
  nChanged 18
		SP:Iteration 40F (166925.720000 sec): 3 clusters
  Score: Raw -510141.666378 + Penalty 2825.495389 = -507316.170989
  nChanged 16
		SP:Iteration 41Q (166925.860000 sec): 3 clusters
  Score: Raw -510145.406461 + Penalty 2825.495389 = -507319.911072
  nChanged 16
		SP:Iteration 42Q (166926.020000 sec): 3 clusters
  Score: Raw -510149.124364 + Penalty 2825.495389 = -507323.628975
  nChanged 18
		SP:Iteration 43Q (166926.170000 sec): 3 clusters
  Score: Raw -510153.372877 + Penalty 2825.495389 = -507327.877489
  nChanged 14
		SP:Iteration 44Q (166926.310000 sec): 3 clusters
  Score: Raw -510155.778202 + Penalty 2825.495389 = -507330.282813
  nChanged 13
		SP:Iteration 45Q (166926.440000 sec): 3 clusters
  Score: Raw -510158.380860 + Penalty 2825.495389 = -507332.885471
  nChanged 16
		SP:Iteration 46Q (166926.580000 sec): 3 clusters
  Score: Raw -510162.479893 + Penalty 2825.495389 = -507336.984504
  nChanged 17
		SP:Iteration 47Q (166926.720000 sec): 3 clusters
  Score: Raw -510166.543443 + Penalty 2825.495389 = -507341.048054
  nChanged 16
		SP:Iteration 48Q (166926.860000 sec): 3 clusters
  Score: Raw -510169.992931 + Penalty 2825.495389 = -507344.497542
  nChanged 11
		SP:Iteration 49Q (166927.000000 sec): 3 clusters
  Score: Raw -510172.098706 + Penalty 2825.495389 = -507346.603317
  nChanged 10
		SP:Iteration 50Q (166927.180000 sec): 3 clusters
  Score: Raw -510173.818636 + Penalty 2825.495389 = -507348.323247
  nChanged 7
		SP:Iteration 51Q (166927.320000 sec): 3 clusters
  Score: Raw -510175.663202 + Penalty 2825.495389 = -507350.167814
  nChanged 11
		SP:Iteration 52Q (166927.500000 sec): 3 clusters
  Score: Raw -510178.944601 + Penalty 2825.495389 = -507353.449213
  nChanged 19
		SP:Iteration 53Q (166927.690000 sec): 3 clusters
  Score: Raw -510185.628389 + Penalty 2825.495389 = -507360.133000
  nChanged 24
		SP:Iteration 54Q (166927.860000 sec): 3 clusters
  Score: Raw -510195.622303 + Penalty 2825.495389 = -507370.126915
  nChanged 27
		SP:Iteration 55Q (166928.050000 sec): 3 clusters
  Score: Raw -510202.104230 + Penalty 2825.495389 = -507376.608842
  nChanged 25
		SP:Iteration 56Q (166928.200000 sec): 3 clusters
  Score: Raw -510207.376821 + Penalty 2825.495389 = -507381.881433
  nChanged 20
		SP:Iteration 57Q (166928.340000 sec): 3 clusters
  Score: Raw -510212.715762 + Penalty 2825.495389 = -507387.220374
  nChanged 13
		SP:Iteration 58Q (166928.490000 sec): 3 clusters
  Score: Raw -510215.534894 + Penalty 2825.495389 = -507390.039505
  nChanged 13
		SP:Iteration 59Q (166928.680000 sec): 3 clusters
  Score: Raw -510218.487336 + Penalty 2825.495389 = -507392.991947
  nChanged 7
		SP:Iteration 60F (166928.840000 sec): 3 clusters
  Score: Raw -510220.436731 + Penalty 2825.495389 = -507394.941342
  nChanged 7
		SP:Iteration 61Q (166928.990000 sec): 3 clusters
  Score: Raw -510222.502680 + Penalty 2825.495389 = -507397.007291
  nChanged 9
		SP:Iteration 62Q (166929.130000 sec): 3 clusters
  Score: Raw -510226.617286 + Penalty 2825.495389 = -507401.121897
  nChanged 10
		SP:Iteration 63Q (166929.280000 sec): 3 clusters
  Score: Raw -510229.839220 + Penalty 2825.495389 = -507404.343832
  nChanged 9
		SP:Iteration 64Q (166929.420000 sec): 3 clusters
  Score: Raw -510231.785561 + Penalty 2825.495389 = -507406.290172
  nChanged 8
		SP:Iteration 65Q (166929.610000 sec): 3 clusters
  Score: Raw -510232.915242 + Penalty 2825.495389 = -507407.419854
  nChanged 7
		SP:Iteration 66Q (166929.800000 sec): 3 clusters
  Score: Raw -510234.073075 + Penalty 2825.495389 = -507408.577686
  nChanged 5
		SP:Iteration 67Q (166929.940000 sec): 3 clusters
  Score: Raw -510235.196196 + Penalty 2825.495389 = -507409.700807
  nChanged 8
		SP:Iteration 68Q (166930.090000 sec): 3 clusters
  Score: Raw -510237.793415 + Penalty 2825.495389 = -507412.298027
  nChanged 12
		SP:Iteration 69Q (166930.240000 sec): 3 clusters
  Score: Raw -510240.119626 + Penalty 2825.495389 = -507414.624237
  nChanged 5
		SP:Iteration 70Q (166930.410000 sec): 3 clusters
  Score: Raw -510241.253600 + Penalty 2825.495389 = -507415.758211
  nChanged 7
		SP:Iteration 71Q (166930.560000 sec): 3 clusters
  Score: Raw -510242.217842 + Penalty 2825.495389 = -507416.722454
  nChanged 8
		SP:Iteration 72Q (166930.820000 sec): 3 clusters
  Score: Raw -510243.936701 + Penalty 2825.495389 = -507418.441312
  nChanged 4
		SP:Iteration 73Q (166930.930000 sec): 3 clusters
  Score: Raw -510244.836571 + Penalty 2825.495389 = -507419.341182
  nChanged 2
		SP:Iteration 74Q (166931.070000 sec): 3 clusters
  Score: Raw -510245.334311 + Penalty 2825.495389 = -507419.838922
  nChanged 2
		SP:Iteration 75Q (166931.210000 sec): 3 clusters
  Score: Raw -510245.662999 + Penalty 2825.495389 = -507420.167611
  nChanged 1
		SP:Iteration 76Q (166931.350000 sec): 3 clusters
  Score: Raw -510245.802547 + Penalty 2825.495389 = -507420.307159
  nChanged 0
		SP:Iteration 77F (166931.490000 sec): 3 clusters
  Score: Raw -510245.802547 + Penalty 2825.495389 = -507420.307159
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 116 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166931.550000 sec): 2 clusters
  Score: Raw -214291.390313 + Penalty 1249.522805 = -213041.867508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166931.700000 sec): 3 clusters
  Score: Raw -213332.343905 + Penalty 2499.045610 = -210833.298295
  nChanged 803
		SP:Iteration 1F (166931.840000 sec): 3 clusters
  Score: Raw -213776.316126 + Penalty 2499.045610 = -211277.270516
  nChanged 163
		SP:Iteration 2F (166932.010000 sec): 3 clusters
  Score: Raw -213892.421756 + Penalty 2499.045610 = -211393.376146
  nChanged 104
		SP:Iteration 3Q (166932.160000 sec): 3 clusters
  Score: Raw -213962.386525 + Penalty 2499.045610 = -211463.340915
  nChanged 85
		SP:Iteration 4Q (166932.300000 sec): 3 clusters
  Score: Raw -214021.607853 + Penalty 2499.045610 = -211522.562243
  nChanged 59
		SP:Iteration 5Q (166932.440000 sec): 3 clusters
  Score: Raw -214059.993386 + Penalty 2499.045610 = -211560.947776
  nChanged 47
		SP:Iteration 6Q (166932.590000 sec): 3 clusters
  Score: Raw -214086.409179 + Penalty 2499.045610 = -211587.363569
  nChanged 34
		SP:Iteration 7Q (166932.730000 sec): 3 clusters
  Score: Raw -214107.517879 + Penalty 2499.045610 = -211608.472269
  nChanged 42
		SP:Iteration 8Q (166932.880000 sec): 3 clusters
  Score: Raw -214132.712611 + Penalty 2499.045610 = -211633.667001
  nChanged 44
		SP:Iteration 9Q (166933.030000 sec): 3 clusters
  Score: Raw -214156.743604 + Penalty 2499.045610 = -211657.697994
  nChanged 42
		SP:Iteration 10Q (166933.200000 sec): 3 clusters
  Score: Raw -214178.703500 + Penalty 2499.045610 = -211679.657890
  nChanged 29
		SP:Iteration 11Q (166933.340000 sec): 3 clusters
  Score: Raw -214191.167457 + Penalty 2499.045610 = -211692.121847
  nChanged 21
		SP:Iteration 12Q (166933.490000 sec): 3 clusters
  Score: Raw -214199.170136 + Penalty 2499.045610 = -211700.124526
  nChanged 19
		SP:Iteration 13Q (166933.630000 sec): 3 clusters
  Score: Raw -214209.264794 + Penalty 2499.045610 = -211710.219184
  nChanged 15
		SP:Iteration 14Q (166933.780000 sec): 3 clusters
  Score: Raw -214216.721030 + Penalty 2499.045610 = -211717.675420
  nChanged 18
		SP:Iteration 15Q (166933.920000 sec): 3 clusters
  Score: Raw -214225.356318 + Penalty 2499.045610 = -211726.310708
  nChanged 19
		SP:Iteration 16Q (166934.060000 sec): 3 clusters
  Score: Raw -214233.219851 + Penalty 2499.045610 = -211734.174241
  nChanged 18
		SP:Iteration 17Q (166934.200000 sec): 3 clusters
  Score: Raw -214242.072440 + Penalty 2499.045610 = -211743.026830
  nChanged 19
		SP:Iteration 18Q (166934.350000 sec): 3 clusters
  Score: Raw -214251.063673 + Penalty 2499.045610 = -211752.018063
  nChanged 18
		SP:Iteration 19Q (166934.490000 sec): 3 clusters
  Score: Raw -214260.689009 + Penalty 2499.045610 = -211761.643399
  nChanged 18
		SP:Iteration 20F (166934.640000 sec): 3 clusters
  Score: Raw -214267.734512 + Penalty 2499.045610 = -211768.688902
  nChanged 18
		SP:Iteration 21Q (166934.780000 sec): 3 clusters
  Score: Raw -214275.361688 + Penalty 2499.045610 = -211776.316078
  nChanged 16
		SP:Iteration 22Q (166934.920000 sec): 3 clusters
  Score: Raw -214282.517558 + Penalty 2499.045610 = -211783.471948
  nChanged 20
		SP:Iteration 23Q (166935.060000 sec): 3 clusters
  Score: Raw -214291.945944 + Penalty 2499.045610 = -211792.900334
  nChanged 13
		SP:Iteration 24Q (166935.210000 sec): 3 clusters
  Score: Raw -214298.486687 + Penalty 2499.045610 = -211799.441077
  nChanged 10
		SP:Iteration 25Q (166935.350000 sec): 3 clusters
  Score: Raw -214302.439498 + Penalty 2499.045610 = -211803.393888
  nChanged 5
		SP:Iteration 26Q (166935.500000 sec): 3 clusters
  Score: Raw -214305.068143 + Penalty 2499.045610 = -211806.022533
  nChanged 9
		SP:Iteration 27Q (166935.640000 sec): 3 clusters
  Score: Raw -214309.301554 + Penalty 2499.045610 = -211810.255944
  nChanged 11
		SP:Iteration 28Q (166935.780000 sec): 3 clusters
  Score: Raw -214314.246219 + Penalty 2499.045610 = -211815.200609
  nChanged 8
		SP:Iteration 29Q (166935.930000 sec): 3 clusters
  Score: Raw -214317.789135 + Penalty 2499.045610 = -211818.743525
  nChanged 5
		SP:Iteration 30Q (166936.070000 sec): 3 clusters
  Score: Raw -214319.596950 + Penalty 2499.045610 = -211820.551340
  nChanged 5
		SP:Iteration 31Q (166936.220000 sec): 3 clusters
  Score: Raw -214321.224806 + Penalty 2499.045610 = -211822.179196
  nChanged 2
		SP:Iteration 32Q (166936.360000 sec): 3 clusters
  Score: Raw -214322.539425 + Penalty 2499.045610 = -211823.493816
  nChanged 3
		SP:Iteration 33Q (166936.500000 sec): 3 clusters
  Score: Raw -214323.672306 + Penalty 2499.045610 = -211824.626697
  nChanged 0
		SP:Iteration 34F (166936.640000 sec): 3 clusters
  Score: Raw -214323.672306 + Penalty 2499.045610 = -211824.626697
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 117 (5781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (166936.760000 sec): 2 clusters
  Score: Raw -508447.205381 + Penalty 1407.628943 = -507039.576438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (166936.930000 sec): 3 clusters
  Score: Raw -505384.457010 + Penalty 2815.257886 = -502569.199124
  nChanged 2432
		SP:Iteration 1F (166937.070000 sec): 3 clusters
  Score: Raw -506741.588084 + Penalty 2815.257886 = -503926.330198
  nChanged 427
		SP:Iteration 2F (166937.210000 sec): 3 clusters
  Score: Raw -506991.954526 + Penalty 2815.257886 = -504176.696640
  nChanged 343
		SP:Iteration 3F (166937.350000 sec): 3 clusters
  Score: Raw -507188.059058 + Penalty 2815.257886 = -504372.801172
  nChanged 282
		SP:Iteration 4Q (166937.500000 sec): 3 clusters
  Score: Raw -507337.493861 + Penalty 2815.257886 = -504522.235975
  nChanged 243
		SP:Iteration 5Q (166937.650000 sec): 3 clusters
  Score: Raw -507457.596824 + Penalty 2815.257886 = -504642.338938
  nChanged 217
		SP:Iteration 6Q (166937.810000 sec): 3 clusters
  Score: Raw -507543.841673 + Penalty 2815.257886 = -504728.583787
  nChanged 182
		SP:Iteration 7Q (166938.000000 sec): 3 clusters
  Score: Raw -507626.454497 + Penalty 2815.257886 = -504811.196611
  nChanged 169
		SP:Iteration 8Q (166938.150000 sec): 3 clusters
  Score: Raw -507698.901085 + Penalty 2815.257886 = -504883.643199
  nChanged 151
		SP:Iteration 9Q (166938.340000 sec): 3 clusters
  Score: Raw -507764.442342 + Penalty 2815.257886 = -504949.184455
  nChanged 133
		SP:Iteration 10Q (166938.540000 sec): 3 clusters
  Score: Raw -507814.686452 + Penalty 2815.257886 = -504999.428566
  nChanged 111
		SP:Iteration 11Q (166938.760000 sec): 3 clusters
  Score: Raw -507854.014481 + Penalty 2815.257886 = -505038.756595
  nChanged 113
		SP:Iteration 12Q (166938.930000 sec): 3 clusters
  Score: Raw -507902.397248 + Penalty 2815.257886 = -505087.139362
  nChanged 117
		SP:Iteration 13Q (166939.080000 sec): 3 clusters
  Score: Raw -507960.956814 + Penalty 2815.257886 = -505145.698928
  nChanged 121
		SP:Iteration 14Q (166939.230000 sec): 3 clusters
  Score: Raw -508018.695895 + Penalty 2815.257886 = -505203.438009
  nChanged 121
		SP:Iteration 15Q (166939.410000 sec): 3 clusters
  Score: Raw -508075.004472 + Penalty 2815.257886 = -505259.746586
  nChanged 95
		SP:Iteration 16Q (166939.580000 sec): 3 clusters
  Score: Raw -508118.916315 + Penalty 2815.257886 = -505303.658429
  nChanged 112
		SP:Iteration 17Q (166939.750000 sec): 3 clusters
  Score: Raw -508170.549094 + Penalty 2815.257886 = -505355.291208
  nChanged 108
		SP:Iteration 18Q (166939.890000 sec): 3 clusters
  Score: Raw -508213.875176 + Penalty 2815.257886 = -505398.617290
  nChanged 89
		SP:Iteration 19Q (166940.030000 sec): 3 clusters
  Score: Raw -508264.989177 + Penalty 2815.257886 = -505449.731291
  nChanged 98
		SP:Iteration 20F (166940.210000 sec): 3 clusters
  Score: Raw -508314.621609 + Penalty 2815.257886 = -505499.363723
  nChanged 88
		SP:Iteration 21Q (166940.380000 sec): 3 clusters
  Score: Raw -508366.013550 + Penalty 2815.257886 = -505550.755664
  nChanged 91
		SP:Iteration 22Q (166940.530000 sec): 3 clusters
  Score: Raw -508421.876916 + Penalty 2815.257886 = -505606.619030
  nChanged 91
		SP:Iteration 23Q (166940.670000 sec): 3 clusters
  Score: Raw -508488.485138 + Penalty 2815.257886 = -505673.227252
  nChanged 96
		SP:Iteration 24Q (166940.810000 sec): 3 clusters
  Score: Raw -508557.472691 + Penalty 2815.257886 = -505742.214805
  nChanged 85
		SP:Iteration 25Q (166940.950000 sec): 3 clusters
  Score: Raw -508608.805877 + Penalty 2815.257886 = -505793.547991
  nChanged 61
		SP:Iteration 26Q (166941.080000 sec): 3 clusters
  Score: Raw -508643.980190 + Penalty 2815.257886 = -505828.722304
  nChanged 67
		SP:Iteration 27Q (166941.220000 sec): 3 clusters
  Score: Raw -508680.973058 + Penalty 2815.257886 = -505865.715172
  nChanged 56
		SP:Iteration 28Q (166941.360000 sec): 3 clusters
  Score: Raw -508708.954244 + Penalty 2815.257886 = -505893.696358
  nChanged 50
		SP:Iteration 29Q (166941.500000 sec): 3 clusters
  Score: Raw -508737.839329 + Penalty 2815.257886 = -505922.581443
  nChanged 48
		SP:Iteration 30Q (166941.640000 sec): 3 clusters
  Score: Raw -508762.853337 + Penalty 2815.257886 = -505947.595451
  nChanged 46
		SP:Iteration 31Q (166941.780000 sec): 3 clusters
  Score: Raw -508792.879980 + Penalty 2815.257886 = -505977.622094
  nChanged 45
		SP:Iteration 32Q (166941.930000 sec): 3 clusters
  Score: Raw -508829.530376 + Penalty 2815.257886 = -506014.272490
  nChanged 50
		SP:Iteration 33Q (166942.070000 sec): 3 clusters
  Score: Raw -508868.122737 + Penalty 2815.257886 = -506052.864851
  nChanged 49
		SP:Iteration 34Q (166942.210000 sec): 3 clusters
  Score: Raw -508896.858200 + Penalty 2815.257886 = -506081.600314
  nChanged 35
		SP:Iteration 35Q (166942.360000 sec): 3 clusters
  Score: Raw -508915.473930 + Penalty 2815.257886 = -506100.216044
  nChanged 27
		SP:Iteration 36Q (166942.500000 sec): 3 clusters
  Score: Raw -508926.685511 + Penalty 2815.257886 = -506111.427625
  nChanged 28
		SP:Iteration 37Q (166942.640000 sec): 3 clusters
  Score: Raw -508939.071626 + Penalty 2815.257886 = -506123.813740
  nChanged 26
		SP:Iteration 38Q (166942.780000 sec): 3 clusters
  Score: Raw -508949.400426 + Penalty 2815.257886 = -506134.142540
  nChanged 21
		SP:Iteration 39Q (166942.920000 sec): 3 clusters
  Score: Raw -508958.081529 + Penalty 2815.257886 = -506142.823643
  nChanged 15
		SP:Iteration 40F (166943.060000 sec): 3 clusters
  Score: Raw -508963.850244 + Penalty 2815.257886 = -506148.592358
  nChanged 10
		SP:Iteration 41Q (166943.200000 sec): 3 clusters
  Score: Raw -508969.656517 + Penalty 2815.257886 = -506154.398631
  nChanged 13
		SP:Iteration 42Q (166943.340000 sec): 3 clusters
  Score: Raw -508976.146084 + Penalty 2815.257886 = -506160.888198
  nChanged 12
		SP:Iteration 43Q (166943.490000 sec): 3 clusters
  Score: Raw -508985.534896 + Penalty 2815.257886 = -506170.277010
  nChanged 8
		SP:Iteration 44Q (166943.630000 sec): 3 clusters
  Score: Raw -508989.668052 + Penalty 2815.257886 = -506174.410166
  nChanged 11
		SP:Iteration 45Q (166943.770000 sec): 3 clusters
  Score: Raw -508995.551328 + Penalty 2815.257886 = -506180.293442
  nChanged 7
		SP:Iteration 46Q (166943.900000 sec): 3 clusters
  Score: Raw -508999.200464 + Penalty 2815.257886 = -506183.942578
  nChanged 5
		SP:Iteration 47Q (166944.040000 sec): 3 clusters
  Score: Raw -509001.563749 + Penalty 2815.257886 = -506186.305863
  nChanged 7
		SP:Iteration 48Q (166944.170000 sec): 3 clusters
  Score: Raw -509004.817575 + Penalty 2815.257886 = -506189.559689
  nChanged 6
		SP:Iteration 49Q (166944.310000 sec): 3 clusters
  Score: Raw -509007.071980 + Penalty 2815.257886 = -506191.814094
  nChanged 5
		SP:Iteration 50Q (166944.450000 sec): 3 clusters
  Score: Raw -509008.834315 + Penalty 2815.257886 = -506193.576429
  nChanged 2
		SP:Iteration 51Q (166944.580000 sec): 3 clusters
  Score: Raw -509009.259342 + Penalty 2815.257886 = -506194.001456
  nChanged 0
		SP:Iteration 52F (166944.720000 sec): 3 clusters
  Score: Raw -509009.259342 + Penalty 2815.257886 = -506194.001456
  nChanged 0
Iteration 379Q (167090.940000 sec): 118 clusters
  Score: Raw -47064047.933769 + Penalty 252304.802133 = -46811743.131636
  nChanged 12
Iteration 380F (167300.540000 sec): 118 clusters
  Score: Raw -47064048.600585 + Penalty 252304.802133 = -46811743.798453
  nChanged 14
Iteration 381Q (167455.270000 sec): 118 clusters
  Score: Raw -47064049.691914 + Penalty 252304.802133 = -46811744.889782
  nChanged 13
Iteration 382Q (167611.510000 sec): 118 clusters
  Score: Raw -47064050.707378 + Penalty 252304.802133 = -46811745.905246
  nChanged 15
Iteration 383Q (167762.070000 sec): 118 clusters
  Score: Raw -47064052.091137 + Penalty 252304.802133 = -46811747.289004
  nChanged 13
Iteration 384Q (167917.550000 sec): 118 clusters
  Score: Raw -47064053.256388 + Penalty 252304.802133 = -46811748.454255
  nChanged 18
Iteration 385Q (168074.350000 sec): 118 clusters
  Score: Raw -47064054.734848 + Penalty 252304.802133 = -46811749.932715
  nChanged 20
Iteration 386Q (168228.630000 sec): 118 clusters
  Score: Raw -47064056.001033 + Penalty 252304.802133 = -46811751.198900
  nChanged 14
Iteration 387Q (168384.360000 sec): 118 clusters
  Score: Raw -47064056.989032 + Penalty 252304.802133 = -46811752.186900
  nChanged 13
Iteration 388Q (168541.380000 sec): 118 clusters
  Score: Raw -47064057.943048 + Penalty 252304.802133 = -46811753.140915
  nChanged 17
Iteration 389Q (168692.880000 sec): 118 clusters
  Score: Raw -47064059.098119 + Penalty 252304.802133 = -46811754.295986
  nChanged 12
Iteration 390Q (168847.620000 sec): 118 clusters
  Score: Raw -47064060.347205 + Penalty 252304.802133 = -46811755.545073
  nChanged 14
Iteration 391Q (169001.200000 sec): 118 clusters
  Score: Raw -47064061.686272 + Penalty 252304.802133 = -46811756.884139
  nChanged 18
Iteration 392Q (169157.220000 sec): 118 clusters
  Score: Raw -47064063.632461 + Penalty 252304.802133 = -46811758.830328
  nChanged 27
Iteration 393Q (169310.240000 sec): 118 clusters
  Score: Raw -47064066.330941 + Penalty 252304.802133 = -46811761.528808
  nChanged 24
Iteration 394Q (169457.970000 sec): 118 clusters
  Score: Raw -47064068.584181 + Penalty 252304.802133 = -46811763.782049
  nChanged 24
Iteration 395Q (169609.580000 sec): 118 clusters
  Score: Raw -47064070.606516 + Penalty 252304.802133 = -46811765.804383
  nChanged 23
Iteration 396Q (169766.050000 sec): 118 clusters
  Score: Raw -47064072.376522 + Penalty 252304.802133 = -46811767.574389
  nChanged 16
Iteration 397Q (169919.940000 sec): 118 clusters
  Score: Raw -47064073.524859 + Penalty 252304.802133 = -46811768.722726
  nChanged 17
Iteration 398Q (170070.150000 sec): 118 clusters
  Score: Raw -47064074.545567 + Penalty 252304.802133 = -46811769.743434
  nChanged 20
Iteration 399Q (170227.830000 sec): 118 clusters
  Score: Raw -47064075.658423 + Penalty 252304.802133 = -46811770.856290
  nChanged 11
Iteration 400F (170434.790000 sec): 118 clusters
  Score: Raw -47064076.542797 + Penalty 252304.802133 = -46811771.740664
  nChanged 14
Iteration 401Q (170589.420000 sec): 118 clusters
  Score: Raw -47064077.568027 + Penalty 252304.802133 = -46811772.765895
  nChanged 7
Iteration 402Q (170740.070000 sec): 118 clusters
  Score: Raw -47064077.962666 + Penalty 252304.802133 = -46811773.160534
  nChanged 8
Iteration 403Q (170895.530000 sec): 118 clusters
  Score: Raw -47064078.506942 + Penalty 252304.802133 = -46811773.704810
  nChanged 11
Iteration 404Q (171050.810000 sec): 118 clusters
  Score: Raw -47064079.227287 + Penalty 252304.802133 = -46811774.425155
  nChanged 12
Iteration 405Q (171205.630000 sec): 118 clusters
  Score: Raw -47064080.123870 + Penalty 252304.802133 = -46811775.321737
  nChanged 12
Iteration 406Q (171359.610000 sec): 118 clusters
  Score: Raw -47064081.189293 + Penalty 252304.802133 = -46811776.387161
  nChanged 18
Iteration 407Q (171514.470000 sec): 118 clusters
  Score: Raw -47064082.508290 + Penalty 252304.802133 = -46811777.706158
  nChanged 14
Iteration 408Q (171666.360000 sec): 118 clusters
  Score: Raw -47064083.871966 + Penalty 252304.802133 = -46811779.069834
  nChanged 17
Iteration 409Q (171822.300000 sec): 118 clusters
  Score: Raw -47064085.249326 + Penalty 252304.802133 = -46811780.447193
  nChanged 15
Iteration 410Q (171977.230000 sec): 118 clusters
  Score: Raw -47064086.733882 + Penalty 252304.802133 = -46811781.931749
  nChanged 16
Iteration 411Q (172125.950000 sec): 118 clusters
  Score: Raw -47064088.156731 + Penalty 252304.802133 = -46811783.354598
  nChanged 14
Iteration 412Q (172275.750000 sec): 118 clusters
  Score: Raw -47064089.768455 + Penalty 252304.802133 = -46811784.966322
  nChanged 14
Iteration 413Q (172431.150000 sec): 118 clusters
  Score: Raw -47064090.934016 + Penalty 252304.802133 = -46811786.131884
  nChanged 9
Iteration 414Q (172590.070000 sec): 118 clusters
  Score: Raw -47064091.529020 + Penalty 252304.802133 = -46811786.726888
  nChanged 7
Iteration 415Q (172747.710000 sec): 118 clusters
  Score: Raw -47064092.786474 + Penalty 252304.802133 = -46811787.984341
  nChanged 14
Iteration 416Q (172899.070000 sec): 118 clusters
  Score: Raw -47064094.783539 + Penalty 252304.802133 = -46811789.981407
  nChanged 15
Iteration 417Q (173051.610000 sec): 118 clusters
  Score: Raw -47064096.505256 + Penalty 252304.802133 = -46811791.703123
  nChanged 20
Iteration 418Q (173204.640000 sec): 118 clusters
  Score: Raw -47064098.559390 + Penalty 252304.802133 = -46811793.757258
  nChanged 16
Writing temp clu file 
Because OldScore, -46811791.703123, is greater than current (better) Score,-46811793.757258 
 Compute initial score before splitting:   Score: Raw -47064098.559390 + Penalty 252304.802133 = -46811793.757258
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (3822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173204.820000 sec): 2 clusters
  Score: Raw -268306.478960 + Penalty 1340.385983 = -266966.092977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173205.010000 sec): 3 clusters
  Score: Raw -266427.289885 + Penalty 2680.771966 = -263746.517919
  nChanged 1504
		SP:Iteration 1F (173205.140000 sec): 3 clusters
  Score: Raw -267471.348723 + Penalty 2680.771966 = -264790.576758
  nChanged 351
		SP:Iteration 2F (173205.350000 sec): 3 clusters
  Score: Raw -267752.116967 + Penalty 2680.771966 = -265071.345001
  nChanged 261
		SP:Iteration 3F (173205.470000 sec): 3 clusters
  Score: Raw -267952.932057 + Penalty 2680.771966 = -265272.160092
  nChanged 216
		SP:Iteration 4F (173205.610000 sec): 3 clusters
  Score: Raw -268111.282017 + Penalty 2680.771966 = -265430.510052
  nChanged 184
		SP:Iteration 5Q (173205.750000 sec): 3 clusters
  Score: Raw -268258.524523 + Penalty 2680.771966 = -265577.752558
  nChanged 160
		SP:Iteration 6Q (173205.970000 sec): 3 clusters
  Score: Raw -268372.034257 + Penalty 2680.771966 = -265691.262291
  nChanged 134
		SP:Iteration 7Q (173206.090000 sec): 3 clusters
  Score: Raw -268474.323129 + Penalty 2680.771966 = -265793.551163
  nChanged 113
		SP:Iteration 8Q (173206.230000 sec): 3 clusters
  Score: Raw -268555.319729 + Penalty 2680.771966 = -265874.547764
  nChanged 105
		SP:Iteration 9Q (173206.380000 sec): 3 clusters
  Score: Raw -268623.828815 + Penalty 2680.771966 = -265943.056849
  nChanged 96
		SP:Iteration 10Q (173206.530000 sec): 3 clusters
  Score: Raw -268683.142165 + Penalty 2680.771966 = -266002.370199
  nChanged 82
		SP:Iteration 11Q (173206.670000 sec): 3 clusters
  Score: Raw -268729.886516 + Penalty 2680.771966 = -266049.114550
  nChanged 61
		SP:Iteration 12Q (173206.810000 sec): 3 clusters
  Score: Raw -268763.759286 + Penalty 2680.771966 = -266082.987321
  nChanged 52
		SP:Iteration 13Q (173206.960000 sec): 3 clusters
  Score: Raw -268796.604191 + Penalty 2680.771966 = -266115.832225
  nChanged 60
		SP:Iteration 14Q (173207.100000 sec): 3 clusters
  Score: Raw -268830.620704 + Penalty 2680.771966 = -266149.848739
  nChanged 40
		SP:Iteration 15Q (173207.250000 sec): 3 clusters
  Score: Raw -268846.744467 + Penalty 2680.771966 = -266165.972502
  nChanged 34
		SP:Iteration 16Q (173207.390000 sec): 3 clusters
  Score: Raw -268861.964914 + Penalty 2680.771966 = -266181.192948
  nChanged 34
		SP:Iteration 17Q (173207.530000 sec): 3 clusters
  Score: Raw -268877.366955 + Penalty 2680.771966 = -266196.594990
  nChanged 50
		SP:Iteration 18Q (173207.680000 sec): 3 clusters
  Score: Raw -268902.246893 + Penalty 2680.771966 = -266221.474927
  nChanged 38
		SP:Iteration 19Q (173207.830000 sec): 3 clusters
  Score: Raw -268918.782839 + Penalty 2680.771966 = -266238.010873
  nChanged 25
		SP:Iteration 20F (173207.970000 sec): 3 clusters
  Score: Raw -268929.466199 + Penalty 2680.771966 = -266248.694234
  nChanged 22
		SP:Iteration 21Q (173208.130000 sec): 3 clusters
  Score: Raw -268936.133544 + Penalty 2680.771966 = -266255.361579
  nChanged 18
		SP:Iteration 22Q (173208.290000 sec): 3 clusters
  Score: Raw -268941.291697 + Penalty 2680.771966 = -266260.519731
  nChanged 12
		SP:Iteration 23Q (173208.450000 sec): 3 clusters
  Score: Raw -268944.283364 + Penalty 2680.771966 = -266263.511398
  nChanged 13
		SP:Iteration 24Q (173208.610000 sec): 3 clusters
  Score: Raw -268948.968673 + Penalty 2680.771966 = -266268.196707
  nChanged 10
		SP:Iteration 25Q (173208.770000 sec): 3 clusters
  Score: Raw -268951.892274 + Penalty 2680.771966 = -266271.120309
  nChanged 11
		SP:Iteration 26Q (173208.930000 sec): 3 clusters
  Score: Raw -268955.315201 + Penalty 2680.771966 = -266274.543235
  nChanged 12
		SP:Iteration 27Q (173209.090000 sec): 3 clusters
  Score: Raw -268958.594851 + Penalty 2680.771966 = -266277.822886
  nChanged 12
		SP:Iteration 28Q (173209.250000 sec): 3 clusters
  Score: Raw -268962.412529 + Penalty 2680.771966 = -266281.640563
  nChanged 7
		SP:Iteration 29Q (173209.410000 sec): 3 clusters
  Score: Raw -268964.351673 + Penalty 2680.771966 = -266283.579707
  nChanged 8
		SP:Iteration 30Q (173209.570000 sec): 3 clusters
  Score: Raw -268965.970147 + Penalty 2680.771966 = -266285.198181
  nChanged 7
		SP:Iteration 31Q (173209.730000 sec): 3 clusters
  Score: Raw -268967.828889 + Penalty 2680.771966 = -266287.056924
  nChanged 5
		SP:Iteration 32Q (173209.890000 sec): 3 clusters
  Score: Raw -268970.052854 + Penalty 2680.771966 = -266289.280888
  nChanged 9
		SP:Iteration 33Q (173210.050000 sec): 3 clusters
  Score: Raw -268972.385243 + Penalty 2680.771966 = -266291.613277
  nChanged 5
		SP:Iteration 34Q (173210.210000 sec): 3 clusters
  Score: Raw -268973.278646 + Penalty 2680.771966 = -266292.506680
  nChanged 3
		SP:Iteration 35Q (173210.370000 sec): 3 clusters
  Score: Raw -268973.550013 + Penalty 2680.771966 = -266292.778047
  nChanged 2
		SP:Iteration 36Q (173210.530000 sec): 3 clusters
  Score: Raw -268973.749804 + Penalty 2680.771966 = -266292.977838
  nChanged 1
		SP:Iteration 37Q (173210.690000 sec): 3 clusters
  Score: Raw -268973.869975 + Penalty 2680.771966 = -266293.098010
  nChanged 1
		SP:Iteration 38Q (173210.850000 sec): 3 clusters
  Score: Raw -268973.985637 + Penalty 2680.771966 = -266293.213671
  nChanged 3
		SP:Iteration 39Q (173211.010000 sec): 3 clusters
  Score: Raw -268974.381515 + Penalty 2680.771966 = -266293.609550
  nChanged 4
		SP:Iteration 40F (173211.170000 sec): 3 clusters
  Score: Raw -268975.204164 + Penalty 2680.771966 = -266294.432199
  nChanged 3
		SP:Iteration 41Q (173211.330000 sec): 3 clusters
  Score: Raw -268975.524458 + Penalty 2680.771966 = -266294.752493
  nChanged 3
		SP:Iteration 42Q (173211.490000 sec): 3 clusters
  Score: Raw -268975.926774 + Penalty 2680.771966 = -266295.154808
  nChanged 3
		SP:Iteration 43Q (173211.650000 sec): 3 clusters
  Score: Raw -268976.737119 + Penalty 2680.771966 = -266295.965153
  nChanged 3
		SP:Iteration 44Q (173211.800000 sec): 3 clusters
  Score: Raw -268978.642150 + Penalty 2680.771966 = -266297.870184
  nChanged 4
		SP:Iteration 45Q (173211.960000 sec): 3 clusters
  Score: Raw -268979.836676 + Penalty 2680.771966 = -266299.064710
  nChanged 6
		SP:Iteration 46Q (173212.120000 sec): 3 clusters
  Score: Raw -268981.906393 + Penalty 2680.771966 = -266301.134427
  nChanged 3
		SP:Iteration 47Q (173212.270000 sec): 3 clusters
  Score: Raw -268982.891337 + Penalty 2680.771966 = -266302.119372
  nChanged 2
		SP:Iteration 48Q (173212.430000 sec): 3 clusters
  Score: Raw -268983.068133 + Penalty 2680.771966 = -266302.296167
  nChanged 1
		SP:Iteration 49Q (173212.590000 sec): 3 clusters
  Score: Raw -268983.390058 + Penalty 2680.771966 = -266302.618092
  nChanged 3
		SP:Iteration 50Q (173212.750000 sec): 3 clusters
  Score: Raw -268983.736009 + Penalty 2680.771966 = -266302.964043
  nChanged 1
		SP:Iteration 51Q (173212.910000 sec): 3 clusters
  Score: Raw -268983.887917 + Penalty 2680.771966 = -266303.115951
  nChanged 0
		SP:Iteration 52F (173213.070000 sec): 3 clusters
  Score: Raw -268983.887917 + Penalty 2680.771966 = -266303.115951
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (3645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173213.160000 sec): 2 clusters
  Score: Raw -264935.370578 + Penalty 1332.680642 = -263602.689935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173213.320000 sec): 3 clusters
  Score: Raw -263180.718781 + Penalty 2665.361284 = -260515.357497
  nChanged 1409
		SP:Iteration 1F (173213.480000 sec): 3 clusters
  Score: Raw -264104.644565 + Penalty 2665.361284 = -261439.283281
  nChanged 317
		SP:Iteration 2F (173213.640000 sec): 3 clusters
  Score: Raw -264370.461857 + Penalty 2665.361284 = -261705.100573
  nChanged 250
		SP:Iteration 3F (173213.810000 sec): 3 clusters
  Score: Raw -264593.240747 + Penalty 2665.361284 = -261927.879462
  nChanged 221
		SP:Iteration 4F (173213.960000 sec): 3 clusters
  Score: Raw -264817.420203 + Penalty 2665.361284 = -262152.058918
  nChanged 208
		SP:Iteration 5F (173214.160000 sec): 3 clusters
  Score: Raw -265000.902429 + Penalty 2665.361284 = -262335.541145
  nChanged 164
		SP:Iteration 6Q (173214.300000 sec): 3 clusters
  Score: Raw -265130.530046 + Penalty 2665.361284 = -262465.168762
  nChanged 120
		SP:Iteration 7Q (173214.450000 sec): 3 clusters
  Score: Raw -265208.714754 + Penalty 2665.361284 = -262543.353469
  nChanged 84
		SP:Iteration 8Q (173214.610000 sec): 3 clusters
  Score: Raw -265257.093851 + Penalty 2665.361284 = -262591.732567
  nChanged 59
		SP:Iteration 9Q (173214.790000 sec): 3 clusters
  Score: Raw -265284.314174 + Penalty 2665.361284 = -262618.952890
  nChanged 57
		SP:Iteration 10Q (173214.950000 sec): 3 clusters
  Score: Raw -265309.208329 + Penalty 2665.361284 = -262643.847044
  nChanged 32
		SP:Iteration 11Q (173215.110000 sec): 3 clusters
  Score: Raw -265326.384007 + Penalty 2665.361284 = -262661.022722
  nChanged 35
		SP:Iteration 12Q (173215.270000 sec): 3 clusters
  Score: Raw -265338.549045 + Penalty 2665.361284 = -262673.187761
  nChanged 24
		SP:Iteration 13Q (173215.430000 sec): 3 clusters
  Score: Raw -265345.866013 + Penalty 2665.361284 = -262680.504729
  nChanged 14
		SP:Iteration 14Q (173215.590000 sec): 3 clusters
  Score: Raw -265350.363097 + Penalty 2665.361284 = -262685.001813
  nChanged 13
		SP:Iteration 15Q (173215.750000 sec): 3 clusters
  Score: Raw -265354.773832 + Penalty 2665.361284 = -262689.412548
  nChanged 12
		SP:Iteration 16Q (173215.900000 sec): 3 clusters
  Score: Raw -265357.783734 + Penalty 2665.361284 = -262692.422449
  nChanged 7
		SP:Iteration 17Q (173216.060000 sec): 3 clusters
  Score: Raw -265360.207430 + Penalty 2665.361284 = -262694.846145
  nChanged 4
		SP:Iteration 18Q (173216.220000 sec): 3 clusters
  Score: Raw -265361.263309 + Penalty 2665.361284 = -262695.902025
  nChanged 2
		SP:Iteration 19Q (173216.380000 sec): 3 clusters
  Score: Raw -265362.049994 + Penalty 2665.361284 = -262696.688710
  nChanged 2
		SP:Iteration 20F (173216.530000 sec): 3 clusters
  Score: Raw -265362.540686 + Penalty 2665.361284 = -262697.179402
  nChanged 1
		SP:Iteration 21Q (173216.700000 sec): 3 clusters
  Score: Raw -265362.654661 + Penalty 2665.361284 = -262697.293377
  nChanged 1
		SP:Iteration 22Q (173216.860000 sec): 3 clusters
  Score: Raw -265362.957842 + Penalty 2665.361284 = -262697.596557
  nChanged 1
		SP:Iteration 23Q (173217.010000 sec): 3 clusters
  Score: Raw -265363.202424 + Penalty 2665.361284 = -262697.841140
  nChanged 2
		SP:Iteration 24Q (173217.160000 sec): 3 clusters
  Score: Raw -265363.889269 + Penalty 2665.361284 = -262698.527985
  nChanged 2
		SP:Iteration 25Q (173217.320000 sec): 3 clusters
  Score: Raw -265364.100501 + Penalty 2665.361284 = -262698.739217
  nChanged 1
		SP:Iteration 26Q (173217.480000 sec): 3 clusters
  Score: Raw -265364.321983 + Penalty 2665.361284 = -262698.960698
  nChanged 0
		SP:Iteration 27F (173217.640000 sec): 3 clusters
  Score: Raw -265364.321983 + Penalty 2665.361284 = -262698.960698
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (3120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173217.740000 sec): 2 clusters
  Score: Raw -252051.859853 + Penalty 1307.408096 = -250744.451757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173217.890000 sec): 3 clusters
  Score: Raw -250621.299153 + Penalty 2614.816191 = -248006.482962
  nChanged 1170
		SP:Iteration 1F (173218.050000 sec): 3 clusters
  Score: Raw -251444.089677 + Penalty 2614.816191 = -248829.273485
  nChanged 263
		SP:Iteration 2F (173218.200000 sec): 3 clusters
  Score: Raw -251670.309201 + Penalty 2614.816191 = -249055.493009
  nChanged 205
		SP:Iteration 3F (173218.360000 sec): 3 clusters
  Score: Raw -251838.487351 + Penalty 2614.816191 = -249223.671160
  nChanged 173
		SP:Iteration 4F (173218.510000 sec): 3 clusters
  Score: Raw -251960.161865 + Penalty 2614.816191 = -249345.345674
  nChanged 127
		SP:Iteration 5Q (173218.670000 sec): 3 clusters
  Score: Raw -252047.335782 + Penalty 2614.816191 = -249432.519591
  nChanged 103
		SP:Iteration 6Q (173218.820000 sec): 3 clusters
  Score: Raw -252107.157707 + Penalty 2614.816191 = -249492.341515
  nChanged 88
		SP:Iteration 7Q (173218.970000 sec): 3 clusters
  Score: Raw -252165.593606 + Penalty 2614.816191 = -249550.777415
  nChanged 69
		SP:Iteration 8Q (173219.130000 sec): 3 clusters
  Score: Raw -252210.400552 + Penalty 2614.816191 = -249595.584361
  nChanged 60
		SP:Iteration 9Q (173219.290000 sec): 3 clusters
  Score: Raw -252248.218304 + Penalty 2614.816191 = -249633.402113
  nChanged 45
		SP:Iteration 10Q (173219.470000 sec): 3 clusters
  Score: Raw -252276.063384 + Penalty 2614.816191 = -249661.247193
  nChanged 39
		SP:Iteration 11Q (173219.650000 sec): 3 clusters
  Score: Raw -252299.445177 + Penalty 2614.816191 = -249684.628986
  nChanged 31
		SP:Iteration 12Q (173219.780000 sec): 3 clusters
  Score: Raw -252317.425196 + Penalty 2614.816191 = -249702.609005
  nChanged 23
		SP:Iteration 13Q (173219.940000 sec): 3 clusters
  Score: Raw -252329.548252 + Penalty 2614.816191 = -249714.732061
  nChanged 19
		SP:Iteration 14Q (173220.090000 sec): 3 clusters
  Score: Raw -252337.280636 + Penalty 2614.816191 = -249722.464444
  nChanged 15
		SP:Iteration 15Q (173220.250000 sec): 3 clusters
  Score: Raw -252343.380498 + Penalty 2614.816191 = -249728.564306
  nChanged 8
		SP:Iteration 16Q (173220.410000 sec): 3 clusters
  Score: Raw -252346.205689 + Penalty 2614.816191 = -249731.389497
  nChanged 12
		SP:Iteration 17Q (173220.570000 sec): 3 clusters
  Score: Raw -252349.348784 + Penalty 2614.816191 = -249734.532593
  nChanged 11
		SP:Iteration 18Q (173220.730000 sec): 3 clusters
  Score: Raw -252355.202707 + Penalty 2614.816191 = -249740.386515
  nChanged 15
		SP:Iteration 19Q (173220.880000 sec): 3 clusters
  Score: Raw -252360.180863 + Penalty 2614.816191 = -249745.364672
  nChanged 8
		SP:Iteration 20F (173221.030000 sec): 3 clusters
  Score: Raw -252364.412103 + Penalty 2614.816191 = -249749.595912
  nChanged 8
		SP:Iteration 21Q (173221.190000 sec): 3 clusters
  Score: Raw -252367.005850 + Penalty 2614.816191 = -249752.189659
  nChanged 9
		SP:Iteration 22Q (173221.350000 sec): 3 clusters
  Score: Raw -252370.684285 + Penalty 2614.816191 = -249755.868094
  nChanged 4
		SP:Iteration 23Q (173221.500000 sec): 3 clusters
  Score: Raw -252372.610270 + Penalty 2614.816191 = -249757.794079
  nChanged 4
		SP:Iteration 24Q (173221.660000 sec): 3 clusters
  Score: Raw -252374.200300 + Penalty 2614.816191 = -249759.384108
  nChanged 5
		SP:Iteration 25Q (173221.820000 sec): 3 clusters
  Score: Raw -252376.370332 + Penalty 2614.816191 = -249761.554141
  nChanged 8
		SP:Iteration 26Q (173221.980000 sec): 3 clusters
  Score: Raw -252378.949811 + Penalty 2614.816191 = -249764.133620
  nChanged 9
		SP:Iteration 27Q (173222.140000 sec): 3 clusters
  Score: Raw -252381.742028 + Penalty 2614.816191 = -249766.925837
  nChanged 8
		SP:Iteration 28Q (173222.300000 sec): 3 clusters
  Score: Raw -252385.375234 + Penalty 2614.816191 = -249770.559043
  nChanged 5
		SP:Iteration 29Q (173222.460000 sec): 3 clusters
  Score: Raw -252387.353452 + Penalty 2614.816191 = -249772.537261
  nChanged 5
		SP:Iteration 30Q (173222.610000 sec): 3 clusters
  Score: Raw -252388.893561 + Penalty 2614.816191 = -249774.077370
  nChanged 9
		SP:Iteration 31Q (173222.770000 sec): 3 clusters
  Score: Raw -252391.450876 + Penalty 2614.816191 = -249776.634684
  nChanged 4
		SP:Iteration 32Q (173222.930000 sec): 3 clusters
  Score: Raw -252393.203836 + Penalty 2614.816191 = -249778.387645
  nChanged 2
		SP:Iteration 33Q (173223.090000 sec): 3 clusters
  Score: Raw -252393.909003 + Penalty 2614.816191 = -249779.092812
  nChanged 5
		SP:Iteration 34Q (173223.190000 sec): 3 clusters
  Score: Raw -252395.606403 + Penalty 2614.816191 = -249780.790212
  nChanged 6
		SP:Iteration 35Q (173223.260000 sec): 3 clusters
  Score: Raw -252396.960861 + Penalty 2614.816191 = -249782.144670
  nChanged 5
		SP:Iteration 36Q (173223.320000 sec): 3 clusters
  Score: Raw -252398.330582 + Penalty 2614.816191 = -249783.514390
  nChanged 6
		SP:Iteration 37Q (173223.380000 sec): 3 clusters
  Score: Raw -252400.154318 + Penalty 2614.816191 = -249785.338127
  nChanged 3
		SP:Iteration 38Q (173223.450000 sec): 3 clusters
  Score: Raw -252401.340164 + Penalty 2614.816191 = -249786.523973
  nChanged 6
		SP:Iteration 39Q (173223.500000 sec): 3 clusters
  Score: Raw -252402.463000 + Penalty 2614.816191 = -249787.646808
  nChanged 1
		SP:Iteration 40F (173223.580000 sec): 3 clusters
  Score: Raw -252402.711944 + Penalty 2614.816191 = -249787.895752
  nChanged 2
		SP:Iteration 41Q (173223.640000 sec): 3 clusters
  Score: Raw -252403.321215 + Penalty 2614.816191 = -249788.505024
  nChanged 0
		SP:Iteration 42F (173223.700000 sec): 3 clusters
  Score: Raw -252403.321215 + Penalty 2614.816191 = -249788.505024
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (3418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173223.780000 sec): 2 clusters
  Score: Raw -277525.086532 + Penalty 1322.231765 = -276202.854767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173223.940000 sec): 3 clusters
  Score: Raw -275858.942906 + Penalty 2644.463531 = -273214.479376
  nChanged 1328
		SP:Iteration 1F (173224.100000 sec): 3 clusters
  Score: Raw -276735.217447 + Penalty 2644.463531 = -274090.753916
  nChanged 288
		SP:Iteration 2F (173224.260000 sec): 3 clusters
  Score: Raw -276957.107873 + Penalty 2644.463531 = -274312.644342
  nChanged 215
		SP:Iteration 3F (173224.410000 sec): 3 clusters
  Score: Raw -277113.236486 + Penalty 2644.463531 = -274468.772955
  nChanged 177
		SP:Iteration 4F (173224.560000 sec): 3 clusters
  Score: Raw -277216.578181 + Penalty 2644.463531 = -274572.114650
  nChanged 122
		SP:Iteration 5Q (173224.720000 sec): 3 clusters
  Score: Raw -277291.544159 + Penalty 2644.463531 = -274647.080629
  nChanged 105
		SP:Iteration 6Q (173224.880000 sec): 3 clusters
  Score: Raw -277342.994533 + Penalty 2644.463531 = -274698.531002
  nChanged 71
		SP:Iteration 7Q (173225.040000 sec): 3 clusters
  Score: Raw -277377.684532 + Penalty 2644.463531 = -274733.221001
  nChanged 70
		SP:Iteration 8Q (173225.200000 sec): 3 clusters
  Score: Raw -277417.723562 + Penalty 2644.463531 = -274773.260032
  nChanged 61
		SP:Iteration 9Q (173225.360000 sec): 3 clusters
  Score: Raw -277451.711841 + Penalty 2644.463531 = -274807.248310
  nChanged 57
		SP:Iteration 10Q (173225.530000 sec): 3 clusters
  Score: Raw -277472.930514 + Penalty 2644.463531 = -274828.466983
  nChanged 38
		SP:Iteration 11Q (173225.680000 sec): 3 clusters
  Score: Raw -277490.707649 + Penalty 2644.463531 = -274846.244118
  nChanged 42
		SP:Iteration 12Q (173225.840000 sec): 3 clusters
  Score: Raw -277511.328896 + Penalty 2644.463531 = -274866.865366
  nChanged 30
		SP:Iteration 13Q (173226.000000 sec): 3 clusters
  Score: Raw -277526.597769 + Penalty 2644.463531 = -274882.134238
  nChanged 30
		SP:Iteration 14Q (173226.160000 sec): 3 clusters
  Score: Raw -277536.672921 + Penalty 2644.463531 = -274892.209390
  nChanged 20
		SP:Iteration 15Q (173226.380000 sec): 3 clusters
  Score: Raw -277542.233713 + Penalty 2644.463531 = -274897.770183
  nChanged 22
		SP:Iteration 16Q (173226.520000 sec): 3 clusters
  Score: Raw -277549.955675 + Penalty 2644.463531 = -274905.492144
  nChanged 20
		SP:Iteration 17Q (173226.660000 sec): 3 clusters
  Score: Raw -277557.272427 + Penalty 2644.463531 = -274912.808896
  nChanged 16
		SP:Iteration 18Q (173226.820000 sec): 3 clusters
  Score: Raw -277561.478862 + Penalty 2644.463531 = -274917.015332
  nChanged 14
		SP:Iteration 19Q (173226.980000 sec): 3 clusters
  Score: Raw -277565.951714 + Penalty 2644.463531 = -274921.488183
  nChanged 14
		SP:Iteration 20F (173227.140000 sec): 3 clusters
  Score: Raw -277568.959254 + Penalty 2644.463531 = -274924.495723
  nChanged 9
		SP:Iteration 21Q (173227.300000 sec): 3 clusters
  Score: Raw -277572.806092 + Penalty 2644.463531 = -274928.342561
  nChanged 12
		SP:Iteration 22Q (173227.470000 sec): 3 clusters
  Score: Raw -277576.414403 + Penalty 2644.463531 = -274931.950872
  nChanged 10
		SP:Iteration 23Q (173227.670000 sec): 3 clusters
  Score: Raw -277578.481382 + Penalty 2644.463531 = -274934.017851
  nChanged 7
		SP:Iteration 24Q (173227.900000 sec): 3 clusters
  Score: Raw -277579.703094 + Penalty 2644.463531 = -274935.239564
  nChanged 4
		SP:Iteration 25Q (173228.030000 sec): 3 clusters
  Score: Raw -277580.667716 + Penalty 2644.463531 = -274936.204185
  nChanged 8
		SP:Iteration 26Q (173228.160000 sec): 3 clusters
  Score: Raw -277582.856672 + Penalty 2644.463531 = -274938.393142
  nChanged 9
		SP:Iteration 27Q (173228.300000 sec): 3 clusters
  Score: Raw -277586.803524 + Penalty 2644.463531 = -274942.339993
  nChanged 15
		SP:Iteration 28Q (173228.450000 sec): 3 clusters
  Score: Raw -277592.615941 + Penalty 2644.463531 = -274948.152410
  nChanged 18
		SP:Iteration 29Q (173228.590000 sec): 3 clusters
  Score: Raw -277599.836961 + Penalty 2644.463531 = -274955.373430
  nChanged 25
		SP:Iteration 30Q (173228.730000 sec): 3 clusters
  Score: Raw -277611.169695 + Penalty 2644.463531 = -274966.706165
  nChanged 31
		SP:Iteration 31Q (173228.880000 sec): 3 clusters
  Score: Raw -277625.524489 + Penalty 2644.463531 = -274981.060959
  nChanged 28
		SP:Iteration 32Q (173229.020000 sec): 3 clusters
  Score: Raw -277640.726632 + Penalty 2644.463531 = -274996.263101
  nChanged 38
		SP:Iteration 33Q (173229.170000 sec): 3 clusters
  Score: Raw -277661.030917 + Penalty 2644.463531 = -275016.567386
  nChanged 44
		SP:Iteration 34Q (173229.340000 sec): 3 clusters
  Score: Raw -277679.720111 + Penalty 2644.463531 = -275035.256580
  nChanged 36
		SP:Iteration 35Q (173229.490000 sec): 3 clusters
  Score: Raw -277698.610692 + Penalty 2644.463531 = -275054.147161
  nChanged 36
		SP:Iteration 36Q (173229.630000 sec): 3 clusters
  Score: Raw -277721.486610 + Penalty 2644.463531 = -275077.023079
  nChanged 41
		SP:Iteration 37Q (173229.780000 sec): 3 clusters
  Score: Raw -277744.255697 + Penalty 2644.463531 = -275099.792166
  nChanged 46
		SP:Iteration 38Q (173229.920000 sec): 3 clusters
  Score: Raw -277767.778006 + Penalty 2644.463531 = -275123.314476
  nChanged 45
		SP:Iteration 39Q (173230.060000 sec): 3 clusters
  Score: Raw -277791.809469 + Penalty 2644.463531 = -275147.345939
  nChanged 30
		SP:Iteration 40F (173230.250000 sec): 3 clusters
  Score: Raw -277806.478264 + Penalty 2644.463531 = -275162.014734
  nChanged 30
		SP:Iteration 41Q (173230.410000 sec): 3 clusters
  Score: Raw -277820.677177 + Penalty 2644.463531 = -275176.213646
  nChanged 30
		SP:Iteration 42Q (173230.560000 sec): 3 clusters
  Score: Raw -277833.204788 + Penalty 2644.463531 = -275188.741257
  nChanged 27
		SP:Iteration 43Q (173230.720000 sec): 3 clusters
  Score: Raw -277846.660779 + Penalty 2644.463531 = -275202.197248
  nChanged 25
		SP:Iteration 44Q (173230.870000 sec): 3 clusters
  Score: Raw -277856.768347 + Penalty 2644.463531 = -275212.304816
  nChanged 17
		SP:Iteration 45Q (173231.050000 sec): 3 clusters
  Score: Raw -277863.757347 + Penalty 2644.463531 = -275219.293816
  nChanged 15
		SP:Iteration 46Q (173231.170000 sec): 3 clusters
  Score: Raw -277868.436636 + Penalty 2644.463531 = -275223.973106
  nChanged 8
		SP:Iteration 47Q (173231.310000 sec): 3 clusters
  Score: Raw -277872.165215 + Penalty 2644.463531 = -275227.701684
  nChanged 8
		SP:Iteration 48Q (173231.450000 sec): 3 clusters
  Score: Raw -277873.850071 + Penalty 2644.463531 = -275229.386541
  nChanged 1
		SP:Iteration 49Q (173231.590000 sec): 3 clusters
  Score: Raw -277873.907723 + Penalty 2644.463531 = -275229.444192
  nChanged 0
		SP:Iteration 50F (173231.730000 sec): 3 clusters
  Score: Raw -277873.907723 + Penalty 2644.463531 = -275229.444192
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (3870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173231.860000 sec): 2 clusters
  Score: Raw -300150.069957 + Penalty 1342.414090 = -298807.655866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173232.030000 sec): 3 clusters
  Score: Raw -298225.142449 + Penalty 2684.828180 = -295540.314268
  nChanged 1551
		SP:Iteration 1F (173232.180000 sec): 3 clusters
  Score: Raw -299305.488222 + Penalty 2684.828180 = -296620.660041
  nChanged 367
		SP:Iteration 2F (173232.320000 sec): 3 clusters
  Score: Raw -299620.737580 + Penalty 2684.828180 = -296935.909400
  nChanged 270
		SP:Iteration 3F (173232.460000 sec): 3 clusters
  Score: Raw -299856.270877 + Penalty 2684.828180 = -297171.442696
  nChanged 248
		SP:Iteration 4F (173232.610000 sec): 3 clusters
  Score: Raw -300079.591931 + Penalty 2684.828180 = -297394.763750
  nChanged 197
		SP:Iteration 5F (173232.770000 sec): 3 clusters
  Score: Raw -300222.493163 + Penalty 2684.828180 = -297537.664983
  nChanged 154
		SP:Iteration 6Q (173232.920000 sec): 3 clusters
  Score: Raw -300324.541234 + Penalty 2684.828180 = -297639.713054
  nChanged 109
		SP:Iteration 7Q (173233.080000 sec): 3 clusters
  Score: Raw -300393.647866 + Penalty 2684.828180 = -297708.819685
  nChanged 87
		SP:Iteration 8Q (173233.250000 sec): 3 clusters
  Score: Raw -300445.790336 + Penalty 2684.828180 = -297760.962156
  nChanged 69
		SP:Iteration 9Q (173233.390000 sec): 3 clusters
  Score: Raw -300477.152554 + Penalty 2684.828180 = -297792.324374
  nChanged 45
		SP:Iteration 10Q (173233.540000 sec): 3 clusters
  Score: Raw -300496.340297 + Penalty 2684.828180 = -297811.512116
  nChanged 45
		SP:Iteration 11Q (173233.700000 sec): 3 clusters
  Score: Raw -300513.563989 + Penalty 2684.828180 = -297828.735809
  nChanged 33
		SP:Iteration 12Q (173233.860000 sec): 3 clusters
  Score: Raw -300526.098241 + Penalty 2684.828180 = -297841.270061
  nChanged 30
		SP:Iteration 13Q (173234.020000 sec): 3 clusters
  Score: Raw -300537.734022 + Penalty 2684.828180 = -297852.905842
  nChanged 25
		SP:Iteration 14Q (173234.180000 sec): 3 clusters
  Score: Raw -300547.238555 + Penalty 2684.828180 = -297862.410374
  nChanged 24
		SP:Iteration 15Q (173234.350000 sec): 3 clusters
  Score: Raw -300554.235383 + Penalty 2684.828180 = -297869.407202
  nChanged 20
		SP:Iteration 16Q (173234.510000 sec): 3 clusters
  Score: Raw -300560.173100 + Penalty 2684.828180 = -297875.344919
  nChanged 19
		SP:Iteration 17Q (173234.670000 sec): 3 clusters
  Score: Raw -300566.812402 + Penalty 2684.828180 = -297881.984222
  nChanged 24
		SP:Iteration 18Q (173234.820000 sec): 3 clusters
  Score: Raw -300576.394869 + Penalty 2684.828180 = -297891.566689
  nChanged 21
		SP:Iteration 19Q (173234.970000 sec): 3 clusters
  Score: Raw -300583.114538 + Penalty 2684.828180 = -297898.286357
  nChanged 17
		SP:Iteration 20F (173235.130000 sec): 3 clusters
  Score: Raw -300586.771357 + Penalty 2684.828180 = -297901.943177
  nChanged 15
		SP:Iteration 21Q (173235.290000 sec): 3 clusters
  Score: Raw -300591.895804 + Penalty 2684.828180 = -297907.067623
  nChanged 14
		SP:Iteration 22Q (173235.490000 sec): 3 clusters
  Score: Raw -300597.149599 + Penalty 2684.828180 = -297912.321419
  nChanged 5
		SP:Iteration 23Q (173235.630000 sec): 3 clusters
  Score: Raw -300598.618358 + Penalty 2684.828180 = -297913.790178
  nChanged 9
		SP:Iteration 24Q (173235.780000 sec): 3 clusters
  Score: Raw -300600.937645 + Penalty 2684.828180 = -297916.109465
  nChanged 7
		SP:Iteration 25Q (173235.930000 sec): 3 clusters
  Score: Raw -300603.782220 + Penalty 2684.828180 = -297918.954040
  nChanged 10
		SP:Iteration 26Q (173236.090000 sec): 3 clusters
  Score: Raw -300607.538660 + Penalty 2684.828180 = -297922.710480
  nChanged 12
		SP:Iteration 27Q (173236.240000 sec): 3 clusters
  Score: Raw -300611.519342 + Penalty 2684.828180 = -297926.691161
  nChanged 16
		SP:Iteration 28Q (173236.400000 sec): 3 clusters
  Score: Raw -300616.328833 + Penalty 2684.828180 = -297931.500653
  nChanged 9
		SP:Iteration 29Q (173236.550000 sec): 3 clusters
  Score: Raw -300620.207409 + Penalty 2684.828180 = -297935.379228
  nChanged 9
		SP:Iteration 30Q (173236.700000 sec): 3 clusters
  Score: Raw -300624.253187 + Penalty 2684.828180 = -297939.425007
  nChanged 11
		SP:Iteration 31Q (173236.860000 sec): 3 clusters
  Score: Raw -300628.864663 + Penalty 2684.828180 = -297944.036482
  nChanged 16
		SP:Iteration 32Q (173237.010000 sec): 3 clusters
  Score: Raw -300633.884878 + Penalty 2684.828180 = -297949.056698
  nChanged 13
		SP:Iteration 33Q (173237.170000 sec): 3 clusters
  Score: Raw -300637.826384 + Penalty 2684.828180 = -297952.998203
  nChanged 12
		SP:Iteration 34Q (173237.320000 sec): 3 clusters
  Score: Raw -300641.241196 + Penalty 2684.828180 = -297956.413016
  nChanged 10
		SP:Iteration 35Q (173237.480000 sec): 3 clusters
  Score: Raw -300644.449740 + Penalty 2684.828180 = -297959.621559
  nChanged 13
		SP:Iteration 36Q (173237.640000 sec): 3 clusters
  Score: Raw -300647.093779 + Penalty 2684.828180 = -297962.265598
  nChanged 11
		SP:Iteration 37Q (173237.790000 sec): 3 clusters
  Score: Raw -300650.573419 + Penalty 2684.828180 = -297965.745238
  nChanged 8
		SP:Iteration 38Q (173237.950000 sec): 3 clusters
  Score: Raw -300653.148757 + Penalty 2684.828180 = -297968.320577
  nChanged 3
		SP:Iteration 39Q (173238.100000 sec): 3 clusters
  Score: Raw -300653.916956 + Penalty 2684.828180 = -297969.088775
  nChanged 5
		SP:Iteration 40F (173238.260000 sec): 3 clusters
  Score: Raw -300655.269282 + Penalty 2684.828180 = -297970.441102
  nChanged 5
		SP:Iteration 41Q (173238.410000 sec): 3 clusters
  Score: Raw -300657.029722 + Penalty 2684.828180 = -297972.201541
  nChanged 6
		SP:Iteration 42Q (173238.570000 sec): 3 clusters
  Score: Raw -300658.789587 + Penalty 2684.828180 = -297973.961407
  nChanged 5
		SP:Iteration 43Q (173238.720000 sec): 3 clusters
  Score: Raw -300660.630713 + Penalty 2684.828180 = -297975.802533
  nChanged 5
		SP:Iteration 44Q (173238.870000 sec): 3 clusters
  Score: Raw -300662.486403 + Penalty 2684.828180 = -297977.658223
  nChanged 5
		SP:Iteration 45Q (173239.030000 sec): 3 clusters
  Score: Raw -300663.698134 + Penalty 2684.828180 = -297978.869953
  nChanged 2
		SP:Iteration 46Q (173239.180000 sec): 3 clusters
  Score: Raw -300664.281521 + Penalty 2684.828180 = -297979.453341
  nChanged 3
		SP:Iteration 47Q (173239.360000 sec): 3 clusters
  Score: Raw -300665.088335 + Penalty 2684.828180 = -297980.260154
  nChanged 3
		SP:Iteration 48Q (173239.530000 sec): 3 clusters
  Score: Raw -300666.068033 + Penalty 2684.828180 = -297981.239853
  nChanged 3
		SP:Iteration 49Q (173239.690000 sec): 3 clusters
  Score: Raw -300666.595490 + Penalty 2684.828180 = -297981.767310
  nChanged 2
		SP:Iteration 50Q (173239.850000 sec): 3 clusters
  Score: Raw -300666.895859 + Penalty 2684.828180 = -297982.067679
  nChanged 1
		SP:Iteration 51Q (173240.050000 sec): 3 clusters
  Score: Raw -300667.082668 + Penalty 2684.828180 = -297982.254488
  nChanged 1
		SP:Iteration 52Q (173240.190000 sec): 3 clusters
  Score: Raw -300667.260342 + Penalty 2684.828180 = -297982.432162
  nChanged 2
		SP:Iteration 53Q (173240.330000 sec): 3 clusters
  Score: Raw -300667.742561 + Penalty 2684.828180 = -297982.914381
  nChanged 1
		SP:Iteration 54Q (173240.480000 sec): 3 clusters
  Score: Raw -300668.088840 + Penalty 2684.828180 = -297983.260660
  nChanged 0
		SP:Iteration 55F (173240.620000 sec): 3 clusters
  Score: Raw -300668.088840 + Penalty 2684.828180 = -297983.260660
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (6588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173240.710000 sec): 2 clusters
  Score: Raw -562243.549703 + Penalty 1428.863327 = -560814.686376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173240.890000 sec): 3 clusters
  Score: Raw -558756.511234 + Penalty 2857.726655 = -555898.784579
  nChanged 2737
		SP:Iteration 1F (173241.080000 sec): 3 clusters
  Score: Raw -560512.159912 + Penalty 2857.726655 = -557654.433257
  nChanged 604
		SP:Iteration 2F (173241.250000 sec): 3 clusters
  Score: Raw -560985.481188 + Penalty 2857.726655 = -558127.754534
  nChanged 490
		SP:Iteration 3F (173241.410000 sec): 3 clusters
  Score: Raw -561290.679096 + Penalty 2857.726655 = -558432.952441
  nChanged 363
		SP:Iteration 4F (173241.580000 sec): 3 clusters
  Score: Raw -561478.378028 + Penalty 2857.726655 = -558620.651373
  nChanged 253
		SP:Iteration 5Q (173241.760000 sec): 3 clusters
  Score: Raw -561593.816741 + Penalty 2857.726655 = -558736.090086
  nChanged 198
		SP:Iteration 6Q (173241.960000 sec): 3 clusters
  Score: Raw -561682.372328 + Penalty 2857.726655 = -558824.645674
  nChanged 166
		SP:Iteration 7Q (173242.170000 sec): 3 clusters
  Score: Raw -561758.396867 + Penalty 2857.726655 = -558900.670212
  nChanged 148
		SP:Iteration 8Q (173242.320000 sec): 3 clusters
  Score: Raw -561811.814574 + Penalty 2857.726655 = -558954.087919
  nChanged 118
		SP:Iteration 9Q (173242.490000 sec): 3 clusters
  Score: Raw -561850.189973 + Penalty 2857.726655 = -558992.463318
  nChanged 99
		SP:Iteration 10Q (173242.660000 sec): 3 clusters
  Score: Raw -561878.094761 + Penalty 2857.726655 = -559020.368106
  nChanged 89
		SP:Iteration 11Q (173242.830000 sec): 3 clusters
  Score: Raw -561902.008611 + Penalty 2857.726655 = -559044.281957
  nChanged 72
		SP:Iteration 12Q (173243.000000 sec): 3 clusters
  Score: Raw -561921.544803 + Penalty 2857.726655 = -559063.818148
  nChanged 71
		SP:Iteration 13Q (173243.170000 sec): 3 clusters
  Score: Raw -561939.617376 + Penalty 2857.726655 = -559081.890722
  nChanged 66
		SP:Iteration 14Q (173243.340000 sec): 3 clusters
  Score: Raw -561955.907370 + Penalty 2857.726655 = -559098.180716
  nChanged 52
		SP:Iteration 15Q (173243.520000 sec): 3 clusters
  Score: Raw -561968.600751 + Penalty 2857.726655 = -559110.874096
  nChanged 57
		SP:Iteration 16Q (173243.690000 sec): 3 clusters
  Score: Raw -561982.082102 + Penalty 2857.726655 = -559124.355447
  nChanged 54
		SP:Iteration 17Q (173243.860000 sec): 3 clusters
  Score: Raw -561995.404060 + Penalty 2857.726655 = -559137.677405
  nChanged 51
		SP:Iteration 18Q (173244.030000 sec): 3 clusters
  Score: Raw -562009.393474 + Penalty 2857.726655 = -559151.666819
  nChanged 59
		SP:Iteration 19Q (173244.200000 sec): 3 clusters
  Score: Raw -562026.521499 + Penalty 2857.726655 = -559168.794844
  nChanged 68
		SP:Iteration 20F (173244.410000 sec): 3 clusters
  Score: Raw -562045.755348 + Penalty 2857.726655 = -559188.028694
  nChanged 59
		SP:Iteration 21Q (173244.580000 sec): 3 clusters
  Score: Raw -562061.545739 + Penalty 2857.726655 = -559203.819085
  nChanged 56
		SP:Iteration 22Q (173244.730000 sec): 3 clusters
  Score: Raw -562077.238802 + Penalty 2857.726655 = -559219.512147
  nChanged 57
		SP:Iteration 23Q (173244.900000 sec): 3 clusters
  Score: Raw -562096.440451 + Penalty 2857.726655 = -559238.713796
  nChanged 71
		SP:Iteration 24Q (173245.080000 sec): 3 clusters
  Score: Raw -562120.347180 + Penalty 2857.726655 = -559262.620525
  nChanged 56
		SP:Iteration 25Q (173245.260000 sec): 3 clusters
  Score: Raw -562138.692376 + Penalty 2857.726655 = -559280.965721
  nChanged 71
		SP:Iteration 26Q (173245.430000 sec): 3 clusters
  Score: Raw -562163.337250 + Penalty 2857.726655 = -559305.610596
  nChanged 72
		SP:Iteration 27Q (173245.600000 sec): 3 clusters
  Score: Raw -562188.711507 + Penalty 2857.726655 = -559330.984852
  nChanged 67
		SP:Iteration 28Q (173245.770000 sec): 3 clusters
  Score: Raw -562208.045443 + Penalty 2857.726655 = -559350.318788
  nChanged 52
		SP:Iteration 29Q (173245.940000 sec): 3 clusters
  Score: Raw -562221.393027 + Penalty 2857.726655 = -559363.666372
  nChanged 45
		SP:Iteration 30Q (173246.120000 sec): 3 clusters
  Score: Raw -562232.767368 + Penalty 2857.726655 = -559375.040713
  nChanged 41
		SP:Iteration 31Q (173246.290000 sec): 3 clusters
  Score: Raw -562243.988541 + Penalty 2857.726655 = -559386.261886
  nChanged 48
		SP:Iteration 32Q (173246.470000 sec): 3 clusters
  Score: Raw -562259.225956 + Penalty 2857.726655 = -559401.499302
  nChanged 54
		SP:Iteration 33Q (173246.660000 sec): 3 clusters
  Score: Raw -562278.938690 + Penalty 2857.726655 = -559421.212036
  nChanged 55
		SP:Iteration 34Q (173246.850000 sec): 3 clusters
  Score: Raw -562297.651619 + Penalty 2857.726655 = -559439.924965
  nChanged 63
		SP:Iteration 35Q (173247.040000 sec): 3 clusters
  Score: Raw -562318.547062 + Penalty 2857.726655 = -559460.820407
  nChanged 58
		SP:Iteration 36Q (173247.220000 sec): 3 clusters
  Score: Raw -562340.897374 + Penalty 2857.726655 = -559483.170720
  nChanged 61
		SP:Iteration 37Q (173247.390000 sec): 3 clusters
  Score: Raw -562362.574305 + Penalty 2857.726655 = -559504.847651
  nChanged 59
		SP:Iteration 38Q (173247.570000 sec): 3 clusters
  Score: Raw -562384.152725 + Penalty 2857.726655 = -559526.426070
  nChanged 50
		SP:Iteration 39Q (173247.750000 sec): 3 clusters
  Score: Raw -562402.116672 + Penalty 2857.726655 = -559544.390017
  nChanged 59
		SP:Iteration 40F (173247.930000 sec): 3 clusters
  Score: Raw -562422.638886 + Penalty 2857.726655 = -559564.912231
  nChanged 52
		SP:Iteration 41Q (173248.110000 sec): 3 clusters
  Score: Raw -562439.802284 + Penalty 2857.726655 = -559582.075629
  nChanged 35
		SP:Iteration 42Q (173248.260000 sec): 3 clusters
  Score: Raw -562455.316956 + Penalty 2857.726655 = -559597.590302
  nChanged 35
		SP:Iteration 43Q (173248.520000 sec): 3 clusters
  Score: Raw -562469.891343 + Penalty 2857.726655 = -559612.164688
  nChanged 38
		SP:Iteration 44Q (173248.680000 sec): 3 clusters
  Score: Raw -562488.000669 + Penalty 2857.726655 = -559630.274014
  nChanged 51
		SP:Iteration 45Q (173248.870000 sec): 3 clusters
  Score: Raw -562510.755771 + Penalty 2857.726655 = -559653.029116
  nChanged 46
		SP:Iteration 46Q (173249.050000 sec): 3 clusters
  Score: Raw -562529.346265 + Penalty 2857.726655 = -559671.619610
  nChanged 31
		SP:Iteration 47Q (173249.200000 sec): 3 clusters
  Score: Raw -562542.362799 + Penalty 2857.726655 = -559684.636145
  nChanged 29
		SP:Iteration 48Q (173249.350000 sec): 3 clusters
  Score: Raw -562551.292109 + Penalty 2857.726655 = -559693.565454
  nChanged 24
		SP:Iteration 49Q (173249.540000 sec): 3 clusters
  Score: Raw -562558.311293 + Penalty 2857.726655 = -559700.584638
  nChanged 15
		SP:Iteration 50Q (173249.710000 sec): 3 clusters
  Score: Raw -562564.319618 + Penalty 2857.726655 = -559706.592963
  nChanged 17
		SP:Iteration 51Q (173249.840000 sec): 3 clusters
  Score: Raw -562571.840333 + Penalty 2857.726655 = -559714.113678
  nChanged 17
		SP:Iteration 52Q (173249.980000 sec): 3 clusters
  Score: Raw -562577.690903 + Penalty 2857.726655 = -559719.964249
  nChanged 19
		SP:Iteration 53Q (173250.150000 sec): 3 clusters
  Score: Raw -562582.767054 + Penalty 2857.726655 = -559725.040399
  nChanged 12
		SP:Iteration 54Q (173250.290000 sec): 3 clusters
  Score: Raw -562585.743534 + Penalty 2857.726655 = -559728.016880
  nChanged 6
		SP:Iteration 55Q (173250.480000 sec): 3 clusters
  Score: Raw -562587.205085 + Penalty 2857.726655 = -559729.478430
  nChanged 5
		SP:Iteration 56Q (173250.660000 sec): 3 clusters
  Score: Raw -562588.487758 + Penalty 2857.726655 = -559730.761103
  nChanged 7
		SP:Iteration 57Q (173250.850000 sec): 3 clusters
  Score: Raw -562590.459142 + Penalty 2857.726655 = -559732.732488
  nChanged 9
		SP:Iteration 58Q (173251.040000 sec): 3 clusters
  Score: Raw -562592.754747 + Penalty 2857.726655 = -559735.028093
  nChanged 11
		SP:Iteration 59Q (173251.210000 sec): 3 clusters
  Score: Raw -562597.907094 + Penalty 2857.726655 = -559740.180439
  nChanged 13
		SP:Iteration 60F (173251.390000 sec): 3 clusters
  Score: Raw -562602.768682 + Penalty 2857.726655 = -559745.042028
  nChanged 15
		SP:Iteration 61Q (173251.570000 sec): 3 clusters
  Score: Raw -562606.412822 + Penalty 2857.726655 = -559748.686167
  nChanged 14
		SP:Iteration 62Q (173251.760000 sec): 3 clusters
  Score: Raw -562611.197329 + Penalty 2857.726655 = -559753.470674
  nChanged 16
		SP:Iteration 63Q (173251.940000 sec): 3 clusters
  Score: Raw -562616.424158 + Penalty 2857.726655 = -559758.697504
  nChanged 14
		SP:Iteration 64Q (173252.120000 sec): 3 clusters
  Score: Raw -562619.952079 + Penalty 2857.726655 = -559762.225425
  nChanged 11
		SP:Iteration 65Q (173252.300000 sec): 3 clusters
  Score: Raw -562623.927317 + Penalty 2857.726655 = -559766.200662
  nChanged 12
		SP:Iteration 66Q (173252.490000 sec): 3 clusters
  Score: Raw -562629.586914 + Penalty 2857.726655 = -559771.860259
  nChanged 12
		SP:Iteration 67Q (173252.670000 sec): 3 clusters
  Score: Raw -562635.085501 + Penalty 2857.726655 = -559777.358846
  nChanged 14
		SP:Iteration 68Q (173252.850000 sec): 3 clusters
  Score: Raw -562639.955066 + Penalty 2857.726655 = -559782.228411
  nChanged 9
		SP:Iteration 69Q (173253.020000 sec): 3 clusters
  Score: Raw -562643.535848 + Penalty 2857.726655 = -559785.809194
  nChanged 5
		SP:Iteration 70Q (173253.160000 sec): 3 clusters
  Score: Raw -562644.755250 + Penalty 2857.726655 = -559787.028595
  nChanged 3
		SP:Iteration 71Q (173253.300000 sec): 3 clusters
  Score: Raw -562645.588512 + Penalty 2857.726655 = -559787.861858
  nChanged 2
		SP:Iteration 72Q (173253.460000 sec): 3 clusters
  Score: Raw -562645.863150 + Penalty 2857.726655 = -559788.136495
  nChanged 1
		SP:Iteration 73Q (173253.600000 sec): 3 clusters
  Score: Raw -562646.075404 + Penalty 2857.726655 = -559788.348749
  nChanged 2
		SP:Iteration 74Q (173253.740000 sec): 3 clusters
  Score: Raw -562646.443779 + Penalty 2857.726655 = -559788.717125
  nChanged 0
		SP:Iteration 75F (173253.910000 sec): 3 clusters
  Score: Raw -562646.443779 + Penalty 2857.726655 = -559788.717125
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (4728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173254.010000 sec): 2 clusters
  Score: Raw -399943.871453 + Penalty 1374.954353 = -398568.917100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173254.160000 sec): 3 clusters
  Score: Raw -397501.544482 + Penalty 2749.908707 = -394751.635775
  nChanged 1903
		SP:Iteration 1F (173254.310000 sec): 3 clusters
  Score: Raw -398719.721550 + Penalty 2749.908707 = -395969.812843
  nChanged 404
		SP:Iteration 2F (173254.470000 sec): 3 clusters
  Score: Raw -399023.519616 + Penalty 2749.908707 = -396273.610910
  nChanged 321
		SP:Iteration 3F (173254.630000 sec): 3 clusters
  Score: Raw -399271.906001 + Penalty 2749.908707 = -396521.997294
  nChanged 268
		SP:Iteration 4F (173254.790000 sec): 3 clusters
  Score: Raw -399475.793043 + Penalty 2749.908707 = -396725.884336
  nChanged 230
		SP:Iteration 5Q (173254.950000 sec): 3 clusters
  Score: Raw -399675.464292 + Penalty 2749.908707 = -396925.555586
  nChanged 224
		SP:Iteration 6Q (173255.110000 sec): 3 clusters
  Score: Raw -399865.585236 + Penalty 2749.908707 = -397115.676530
  nChanged 201
		SP:Iteration 7Q (173255.260000 sec): 3 clusters
  Score: Raw -400064.513145 + Penalty 2749.908707 = -397314.604438
  nChanged 186
		SP:Iteration 8Q (173255.420000 sec): 3 clusters
  Score: Raw -400237.642830 + Penalty 2749.908707 = -397487.734123
  nChanged 178
		SP:Iteration 9Q (173255.580000 sec): 3 clusters
  Score: Raw -400391.055981 + Penalty 2749.908707 = -397641.147274
  nChanged 140
		SP:Iteration 10Q (173255.740000 sec): 3 clusters
  Score: Raw -400514.264631 + Penalty 2749.908707 = -397764.355924
  nChanged 121
		SP:Iteration 11Q (173255.900000 sec): 3 clusters
  Score: Raw -400605.606891 + Penalty 2749.908707 = -397855.698185
  nChanged 84
		SP:Iteration 12Q (173256.070000 sec): 3 clusters
  Score: Raw -400664.234093 + Penalty 2749.908707 = -397914.325386
  nChanged 59
		SP:Iteration 13Q (173256.230000 sec): 3 clusters
  Score: Raw -400694.842359 + Penalty 2749.908707 = -397944.933653
  nChanged 43
		SP:Iteration 14Q (173256.380000 sec): 3 clusters
  Score: Raw -400720.377387 + Penalty 2749.908707 = -397970.468680
  nChanged 40
		SP:Iteration 15Q (173256.530000 sec): 3 clusters
  Score: Raw -400741.116751 + Penalty 2749.908707 = -397991.208044
  nChanged 31
		SP:Iteration 16Q (173256.690000 sec): 3 clusters
  Score: Raw -400755.702230 + Penalty 2749.908707 = -398005.793524
  nChanged 17
		SP:Iteration 17Q (173256.840000 sec): 3 clusters
  Score: Raw -400762.600519 + Penalty 2749.908707 = -398012.691812
  nChanged 10
		SP:Iteration 18Q (173257.000000 sec): 3 clusters
  Score: Raw -400765.050039 + Penalty 2749.908707 = -398015.141332
  nChanged 5
		SP:Iteration 19Q (173257.150000 sec): 3 clusters
  Score: Raw -400766.090384 + Penalty 2749.908707 = -398016.181678
  nChanged 2
		SP:Iteration 20F (173257.290000 sec): 3 clusters
  Score: Raw -400766.516789 + Penalty 2749.908707 = -398016.608082
  nChanged 4
		SP:Iteration 21Q (173257.440000 sec): 3 clusters
  Score: Raw -400767.438407 + Penalty 2749.908707 = -398017.529701
  nChanged 0
		SP:Iteration 22F (173257.600000 sec): 3 clusters
  Score: Raw -400767.438407 + Penalty 2749.908707 = -398017.529701
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (4403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173257.690000 sec): 2 clusters
  Score: Raw -376039.489494 + Penalty 1363.381728 = -374676.107766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173257.830000 sec): 3 clusters
  Score: Raw -373837.351728 + Penalty 2726.763457 = -371110.588271
  nChanged 1715
		SP:Iteration 1F (173257.970000 sec): 3 clusters
  Score: Raw -374967.122954 + Penalty 2726.763457 = -372240.359497
  nChanged 402
		SP:Iteration 2F (173258.110000 sec): 3 clusters
  Score: Raw -375290.890217 + Penalty 2726.763457 = -372564.126760
  nChanged 305
		SP:Iteration 3F (173258.260000 sec): 3 clusters
  Score: Raw -375520.714418 + Penalty 2726.763457 = -372793.950961
  nChanged 229
		SP:Iteration 4F (173258.410000 sec): 3 clusters
  Score: Raw -375686.775109 + Penalty 2726.763457 = -372960.011652
  nChanged 196
		SP:Iteration 5Q (173258.570000 sec): 3 clusters
  Score: Raw -375832.716713 + Penalty 2726.763457 = -373105.953256
  nChanged 179
		SP:Iteration 6Q (173258.730000 sec): 3 clusters
  Score: Raw -375972.873183 + Penalty 2726.763457 = -373246.109727
  nChanged 162
		SP:Iteration 7Q (173258.890000 sec): 3 clusters
  Score: Raw -376092.432389 + Penalty 2726.763457 = -373365.668932
  nChanged 138
		SP:Iteration 8Q (173259.050000 sec): 3 clusters
  Score: Raw -376192.609402 + Penalty 2726.763457 = -373465.845945
  nChanged 133
		SP:Iteration 9Q (173259.210000 sec): 3 clusters
  Score: Raw -376284.699130 + Penalty 2726.763457 = -373557.935673
  nChanged 97
		SP:Iteration 10Q (173259.370000 sec): 3 clusters
  Score: Raw -376333.539138 + Penalty 2726.763457 = -373606.775681
  nChanged 90
		SP:Iteration 11Q (173259.530000 sec): 3 clusters
  Score: Raw -376379.311461 + Penalty 2726.763457 = -373652.548004
  nChanged 74
		SP:Iteration 12Q (173259.700000 sec): 3 clusters
  Score: Raw -376408.987916 + Penalty 2726.763457 = -373682.224459
  nChanged 47
		SP:Iteration 13Q (173259.870000 sec): 3 clusters
  Score: Raw -376429.547904 + Penalty 2726.763457 = -373702.784447
  nChanged 41
		SP:Iteration 14Q (173260.020000 sec): 3 clusters
  Score: Raw -376442.132274 + Penalty 2726.763457 = -373715.368817
  nChanged 27
		SP:Iteration 15Q (173260.190000 sec): 3 clusters
  Score: Raw -376449.040760 + Penalty 2726.763457 = -373722.277303
  nChanged 20
		SP:Iteration 16Q (173260.350000 sec): 3 clusters
  Score: Raw -376455.299099 + Penalty 2726.763457 = -373728.535642
  nChanged 14
		SP:Iteration 17Q (173260.520000 sec): 3 clusters
  Score: Raw -376459.714201 + Penalty 2726.763457 = -373732.950744
  nChanged 12
		SP:Iteration 18Q (173260.680000 sec): 3 clusters
  Score: Raw -376463.424625 + Penalty 2726.763457 = -373736.661168
  nChanged 3
		SP:Iteration 19Q (173260.840000 sec): 3 clusters
  Score: Raw -376464.928983 + Penalty 2726.763457 = -373738.165526
  nChanged 7
		SP:Iteration 20F (173261.000000 sec): 3 clusters
  Score: Raw -376466.668886 + Penalty 2726.763457 = -373739.905429
  nChanged 8
		SP:Iteration 21Q (173261.170000 sec): 3 clusters
  Score: Raw -376468.749246 + Penalty 2726.763457 = -373741.985789
  nChanged 7
		SP:Iteration 22Q (173261.330000 sec): 3 clusters
  Score: Raw -376471.287578 + Penalty 2726.763457 = -373744.524122
  nChanged 10
		SP:Iteration 23Q (173261.500000 sec): 3 clusters
  Score: Raw -376473.623221 + Penalty 2726.763457 = -373746.859764
  nChanged 7
		SP:Iteration 24Q (173261.660000 sec): 3 clusters
  Score: Raw -376474.846590 + Penalty 2726.763457 = -373748.083133
  nChanged 3
		SP:Iteration 25Q (173261.820000 sec): 3 clusters
  Score: Raw -376475.469897 + Penalty 2726.763457 = -373748.706441
  nChanged 1
		SP:Iteration 26Q (173261.940000 sec): 3 clusters
  Score: Raw -376475.673550 + Penalty 2726.763457 = -373748.910093
  nChanged 0
		SP:Iteration 27F (173262.130000 sec): 3 clusters
  Score: Raw -376475.673550 + Penalty 2726.763457 = -373748.910093
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (4046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173262.250000 sec): 2 clusters
  Score: Raw -309776.053025 + Penalty 1349.641153 = -308426.411873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173262.400000 sec): 3 clusters
  Score: Raw -307755.585641 + Penalty 2699.282306 = -305056.303335
  nChanged 1648
		SP:Iteration 1F (173262.560000 sec): 3 clusters
  Score: Raw -308836.097447 + Penalty 2699.282306 = -306136.815142
  nChanged 352
		SP:Iteration 2F (173262.720000 sec): 3 clusters
  Score: Raw -309094.504134 + Penalty 2699.282306 = -306395.221828
  nChanged 246
		SP:Iteration 3F (173262.880000 sec): 3 clusters
  Score: Raw -309279.283530 + Penalty 2699.282306 = -306580.001224
  nChanged 221
		SP:Iteration 4F (173263.040000 sec): 3 clusters
  Score: Raw -309418.639322 + Penalty 2699.282306 = -306719.357016
  nChanged 175
		SP:Iteration 5Q (173263.200000 sec): 3 clusters
  Score: Raw -309542.084535 + Penalty 2699.282306 = -306842.802229
  nChanged 168
		SP:Iteration 6Q (173263.310000 sec): 3 clusters
  Score: Raw -309678.790421 + Penalty 2699.282306 = -306979.508116
  nChanged 171
		SP:Iteration 7Q (173263.470000 sec): 3 clusters
  Score: Raw -309817.097152 + Penalty 2699.282306 = -307117.814846
  nChanged 167
		SP:Iteration 8Q (173263.620000 sec): 3 clusters
  Score: Raw -309946.063025 + Penalty 2699.282306 = -307246.780720
  nChanged 128
		SP:Iteration 9Q (173263.780000 sec): 3 clusters
  Score: Raw -310035.719080 + Penalty 2699.282306 = -307336.436774
  nChanged 123
		SP:Iteration 10Q (173263.940000 sec): 3 clusters
  Score: Raw -310131.519538 + Penalty 2699.282306 = -307432.237232
  nChanged 129
		SP:Iteration 11Q (173264.090000 sec): 3 clusters
  Score: Raw -310217.964909 + Penalty 2699.282306 = -307518.682603
  nChanged 88
		SP:Iteration 12Q (173264.250000 sec): 3 clusters
  Score: Raw -310266.815721 + Penalty 2699.282306 = -307567.533415
  nChanged 60
		SP:Iteration 13Q (173264.400000 sec): 3 clusters
  Score: Raw -310297.403368 + Penalty 2699.282306 = -307598.121062
  nChanged 42
		SP:Iteration 14Q (173264.560000 sec): 3 clusters
  Score: Raw -310315.110024 + Penalty 2699.282306 = -307615.827718
  nChanged 39
		SP:Iteration 15Q (173264.720000 sec): 3 clusters
  Score: Raw -310328.093859 + Penalty 2699.282306 = -307628.811553
  nChanged 24
		SP:Iteration 16Q (173264.870000 sec): 3 clusters
  Score: Raw -310336.893038 + Penalty 2699.282306 = -307637.610732
  nChanged 15
		SP:Iteration 17Q (173265.030000 sec): 3 clusters
  Score: Raw -310342.132470 + Penalty 2699.282306 = -307642.850164
  nChanged 8
		SP:Iteration 18Q (173265.180000 sec): 3 clusters
  Score: Raw -310344.805041 + Penalty 2699.282306 = -307645.522735
  nChanged 8
		SP:Iteration 19Q (173265.340000 sec): 3 clusters
  Score: Raw -310347.561125 + Penalty 2699.282306 = -307648.278819
  nChanged 2
		SP:Iteration 20F (173265.490000 sec): 3 clusters
  Score: Raw -310349.035467 + Penalty 2699.282306 = -307649.753162
  nChanged 5
		SP:Iteration 21Q (173265.650000 sec): 3 clusters
  Score: Raw -310352.155463 + Penalty 2699.282306 = -307652.873157
  nChanged 7
		SP:Iteration 22Q (173265.800000 sec): 3 clusters
  Score: Raw -310355.645711 + Penalty 2699.282306 = -307656.363405
  nChanged 8
		SP:Iteration 23Q (173265.950000 sec): 3 clusters
  Score: Raw -310357.962890 + Penalty 2699.282306 = -307658.680584
  nChanged 7
		SP:Iteration 24Q (173266.090000 sec): 3 clusters
  Score: Raw -310359.484708 + Penalty 2699.282306 = -307660.202402
  nChanged 2
		SP:Iteration 25Q (173266.240000 sec): 3 clusters
  Score: Raw -310359.976349 + Penalty 2699.282306 = -307660.694043
  nChanged 2
		SP:Iteration 26Q (173266.380000 sec): 3 clusters
  Score: Raw -310360.171402 + Penalty 2699.282306 = -307660.889096
  nChanged 0
		SP:Iteration 27F (173266.530000 sec): 3 clusters
  Score: Raw -310360.171402 + Penalty 2699.282306 = -307660.889096
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (4328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173266.620000 sec): 2 clusters
  Score: Raw -376650.728017 + Penalty 1360.589883 = -375290.138134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173266.800000 sec): 3 clusters
  Score: Raw -374492.966572 + Penalty 2721.179767 = -371771.786806
  nChanged 1716
		SP:Iteration 1F (173266.930000 sec): 3 clusters
  Score: Raw -375477.925239 + Penalty 2721.179767 = -372756.745472
  nChanged 347
		SP:Iteration 2F (173267.130000 sec): 3 clusters
  Score: Raw -375723.334067 + Penalty 2721.179767 = -373002.154301
  nChanged 269
		SP:Iteration 3F (173267.260000 sec): 3 clusters
  Score: Raw -375916.958645 + Penalty 2721.179767 = -373195.778879
  nChanged 223
		SP:Iteration 4F (173267.400000 sec): 3 clusters
  Score: Raw -376062.311257 + Penalty 2721.179767 = -373341.131490
  nChanged 179
		SP:Iteration 5Q (173267.540000 sec): 3 clusters
  Score: Raw -376169.315570 + Penalty 2721.179767 = -373448.135803
  nChanged 149
		SP:Iteration 6Q (173267.690000 sec): 3 clusters
  Score: Raw -376241.114313 + Penalty 2721.179767 = -373519.934547
  nChanged 114
		SP:Iteration 7Q (173267.830000 sec): 3 clusters
  Score: Raw -376287.566793 + Penalty 2721.179767 = -373566.387026
  nChanged 70
		SP:Iteration 8Q (173267.970000 sec): 3 clusters
  Score: Raw -376322.315442 + Penalty 2721.179767 = -373601.135675
  nChanged 71
		SP:Iteration 9Q (173268.130000 sec): 3 clusters
  Score: Raw -376363.677350 + Penalty 2721.179767 = -373642.497583
  nChanged 84
		SP:Iteration 10Q (173268.290000 sec): 3 clusters
  Score: Raw -376408.068013 + Penalty 2721.179767 = -373686.888247
  nChanged 86
		SP:Iteration 11Q (173268.450000 sec): 3 clusters
  Score: Raw -376460.946705 + Penalty 2721.179767 = -373739.766939
  nChanged 87
		SP:Iteration 12Q (173268.610000 sec): 3 clusters
  Score: Raw -376511.646791 + Penalty 2721.179767 = -373790.467025
  nChanged 75
		SP:Iteration 13Q (173268.780000 sec): 3 clusters
  Score: Raw -376553.807888 + Penalty 2721.179767 = -373832.628121
  nChanged 85
		SP:Iteration 14Q (173268.940000 sec): 3 clusters
  Score: Raw -376605.562690 + Penalty 2721.179767 = -373884.382923
  nChanged 85
		SP:Iteration 15Q (173269.100000 sec): 3 clusters
  Score: Raw -376648.044895 + Penalty 2721.179767 = -373926.865129
  nChanged 91
		SP:Iteration 16Q (173269.260000 sec): 3 clusters
  Score: Raw -376700.483555 + Penalty 2721.179767 = -373979.303789
  nChanged 89
		SP:Iteration 17Q (173269.420000 sec): 3 clusters
  Score: Raw -376747.786328 + Penalty 2721.179767 = -374026.606561
  nChanged 74
		SP:Iteration 18Q (173269.590000 sec): 3 clusters
  Score: Raw -376794.424455 + Penalty 2721.179767 = -374073.244689
  nChanged 89
		SP:Iteration 19Q (173269.750000 sec): 3 clusters
  Score: Raw -376857.675884 + Penalty 2721.179767 = -374136.496118
  nChanged 101
		SP:Iteration 20F (173269.910000 sec): 3 clusters
  Score: Raw -376917.800753 + Penalty 2721.179767 = -374196.620986
  nChanged 83
		SP:Iteration 21Q (173270.100000 sec): 3 clusters
  Score: Raw -376958.527712 + Penalty 2721.179767 = -374237.347945
  nChanged 66
		SP:Iteration 22Q (173270.240000 sec): 3 clusters
  Score: Raw -376986.537164 + Penalty 2721.179767 = -374265.357398
  nChanged 44
		SP:Iteration 23Q (173270.390000 sec): 3 clusters
  Score: Raw -377001.326275 + Penalty 2721.179767 = -374280.146509
  nChanged 35
		SP:Iteration 24Q (173270.550000 sec): 3 clusters
  Score: Raw -377013.147090 + Penalty 2721.179767 = -374291.967324
  nChanged 32
		SP:Iteration 25Q (173270.710000 sec): 3 clusters
  Score: Raw -377021.963603 + Penalty 2721.179767 = -374300.783836
  nChanged 25
		SP:Iteration 26Q (173270.870000 sec): 3 clusters
  Score: Raw -377028.969679 + Penalty 2721.179767 = -374307.789913
  nChanged 19
		SP:Iteration 27Q (173271.040000 sec): 3 clusters
  Score: Raw -377033.994217 + Penalty 2721.179767 = -374312.814450
  nChanged 24
		SP:Iteration 28Q (173271.200000 sec): 3 clusters
  Score: Raw -377040.605752 + Penalty 2721.179767 = -374319.425985
  nChanged 27
		SP:Iteration 29Q (173271.360000 sec): 3 clusters
  Score: Raw -377050.067791 + Penalty 2721.179767 = -374328.888025
  nChanged 31
		SP:Iteration 30Q (173271.510000 sec): 3 clusters
  Score: Raw -377061.155714 + Penalty 2721.179767 = -374339.975947
  nChanged 36
		SP:Iteration 31Q (173271.670000 sec): 3 clusters
  Score: Raw -377075.568628 + Penalty 2721.179767 = -374354.388861
  nChanged 45
		SP:Iteration 32Q (173271.850000 sec): 3 clusters
  Score: Raw -377092.491787 + Penalty 2721.179767 = -374371.312020
  nChanged 37
		SP:Iteration 33Q (173272.020000 sec): 3 clusters
  Score: Raw -377105.341737 + Penalty 2721.179767 = -374384.161971
  nChanged 37
		SP:Iteration 34Q (173272.180000 sec): 3 clusters
  Score: Raw -377117.372391 + Penalty 2721.179767 = -374396.192625
  nChanged 28
		SP:Iteration 35Q (173272.340000 sec): 3 clusters
  Score: Raw -377126.487989 + Penalty 2721.179767 = -374405.308222
  nChanged 23
		SP:Iteration 36Q (173272.490000 sec): 3 clusters
  Score: Raw -377132.707825 + Penalty 2721.179767 = -374411.528059
  nChanged 21
		SP:Iteration 37Q (173272.650000 sec): 3 clusters
  Score: Raw -377138.563722 + Penalty 2721.179767 = -374417.383955
  nChanged 16
		SP:Iteration 38Q (173272.810000 sec): 3 clusters
  Score: Raw -377142.446422 + Penalty 2721.179767 = -374421.266655
  nChanged 18
		SP:Iteration 39Q (173272.970000 sec): 3 clusters
  Score: Raw -377150.166882 + Penalty 2721.179767 = -374428.987116
  nChanged 15
		SP:Iteration 40F (173273.130000 sec): 3 clusters
  Score: Raw -377156.499333 + Penalty 2721.179767 = -374435.319566
  nChanged 17
		SP:Iteration 41Q (173273.290000 sec): 3 clusters
  Score: Raw -377163.701795 + Penalty 2721.179767 = -374442.522028
  nChanged 20
		SP:Iteration 42Q (173273.450000 sec): 3 clusters
  Score: Raw -377172.534020 + Penalty 2721.179767 = -374451.354254
  nChanged 23
		SP:Iteration 43Q (173273.610000 sec): 3 clusters
  Score: Raw -377179.006944 + Penalty 2721.179767 = -374457.827177
  nChanged 17
		SP:Iteration 44Q (173273.770000 sec): 3 clusters
  Score: Raw -377184.151894 + Penalty 2721.179767 = -374462.972127
  nChanged 9
		SP:Iteration 45Q (173273.940000 sec): 3 clusters
  Score: Raw -377187.333152 + Penalty 2721.179767 = -374466.153386
  nChanged 9
		SP:Iteration 46Q (173274.090000 sec): 3 clusters
  Score: Raw -377189.742563 + Penalty 2721.179767 = -374468.562796
  nChanged 7
		SP:Iteration 47Q (173274.250000 sec): 3 clusters
  Score: Raw -377191.863452 + Penalty 2721.179767 = -374470.683685
  nChanged 9
		SP:Iteration 48Q (173274.410000 sec): 3 clusters
  Score: Raw -377195.169200 + Penalty 2721.179767 = -374473.989434
  nChanged 11
		SP:Iteration 49Q (173274.570000 sec): 3 clusters
  Score: Raw -377199.049501 + Penalty 2721.179767 = -374477.869734
  nChanged 14
		SP:Iteration 50Q (173274.740000 sec): 3 clusters
  Score: Raw -377205.645250 + Penalty 2721.179767 = -374484.465483
  nChanged 20
		SP:Iteration 51Q (173274.900000 sec): 3 clusters
  Score: Raw -377212.209271 + Penalty 2721.179767 = -374491.029504
  nChanged 11
		SP:Iteration 52Q (173275.060000 sec): 3 clusters
  Score: Raw -377214.590979 + Penalty 2721.179767 = -374493.411212
  nChanged 10
		SP:Iteration 53Q (173275.230000 sec): 3 clusters
  Score: Raw -377216.349745 + Penalty 2721.179767 = -374495.169978
  nChanged 6
		SP:Iteration 54Q (173275.370000 sec): 3 clusters
  Score: Raw -377217.500976 + Penalty 2721.179767 = -374496.321210
  nChanged 5
		SP:Iteration 55Q (173275.540000 sec): 3 clusters
  Score: Raw -377218.170741 + Penalty 2721.179767 = -374496.990975
  nChanged 4
		SP:Iteration 56Q (173275.660000 sec): 3 clusters
  Score: Raw -377219.901797 + Penalty 2721.179767 = -374498.722031
  nChanged 4
		SP:Iteration 57Q (173275.830000 sec): 3 clusters
  Score: Raw -377221.876365 + Penalty 2721.179767 = -374500.696598
  nChanged 5
		SP:Iteration 58Q (173275.990000 sec): 3 clusters
  Score: Raw -377223.127071 + Penalty 2721.179767 = -374501.947304
  nChanged 3
		SP:Iteration 59Q (173276.160000 sec): 3 clusters
  Score: Raw -377223.811437 + Penalty 2721.179767 = -374502.631670
  nChanged 0
		SP:Iteration 60F (173276.320000 sec): 3 clusters
  Score: Raw -377223.811437 + Penalty 2721.179767 = -374502.631670
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (2625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173276.380000 sec): 2 clusters
  Score: Raw -225717.688113 + Penalty 1279.335878 = -224438.352235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173276.540000 sec): 3 clusters
  Score: Raw -224478.362370 + Penalty 2558.671757 = -221919.690614
  nChanged 970
		SP:Iteration 1F (173276.710000 sec): 3 clusters
  Score: Raw -225117.859804 + Penalty 2558.671757 = -222559.188047
  nChanged 217
		SP:Iteration 2F (173276.870000 sec): 3 clusters
  Score: Raw -225301.210016 + Penalty 2558.671757 = -222742.538259
  nChanged 164
		SP:Iteration 3F (173277.030000 sec): 3 clusters
  Score: Raw -225452.216162 + Penalty 2558.671757 = -222893.544406
  nChanged 128
		SP:Iteration 4Q (173277.190000 sec): 3 clusters
  Score: Raw -225549.853895 + Penalty 2558.671757 = -222991.182138
  nChanged 113
		SP:Iteration 5Q (173277.320000 sec): 3 clusters
  Score: Raw -225623.799887 + Penalty 2558.671757 = -223065.128130
  nChanged 91
		SP:Iteration 6Q (173277.480000 sec): 3 clusters
  Score: Raw -225684.945674 + Penalty 2558.671757 = -223126.273917
  nChanged 72
		SP:Iteration 7Q (173277.610000 sec): 3 clusters
  Score: Raw -225733.760490 + Penalty 2558.671757 = -223175.088733
  nChanged 69
		SP:Iteration 8Q (173277.770000 sec): 3 clusters
  Score: Raw -225765.601626 + Penalty 2558.671757 = -223206.929869
  nChanged 55
		SP:Iteration 9Q (173277.930000 sec): 3 clusters
  Score: Raw -225798.454175 + Penalty 2558.671757 = -223239.782418
  nChanged 46
		SP:Iteration 10Q (173278.090000 sec): 3 clusters
  Score: Raw -225825.315328 + Penalty 2558.671757 = -223266.643571
  nChanged 40
		SP:Iteration 11Q (173278.250000 sec): 3 clusters
  Score: Raw -225852.961308 + Penalty 2558.671757 = -223294.289551
  nChanged 51
		SP:Iteration 12Q (173278.420000 sec): 3 clusters
  Score: Raw -225881.320705 + Penalty 2558.671757 = -223322.648948
  nChanged 36
		SP:Iteration 13Q (173278.580000 sec): 3 clusters
  Score: Raw -225903.345480 + Penalty 2558.671757 = -223344.673723
  nChanged 41
		SP:Iteration 14Q (173278.750000 sec): 3 clusters
  Score: Raw -225927.303770 + Penalty 2558.671757 = -223368.632013
  nChanged 33
		SP:Iteration 15Q (173278.910000 sec): 3 clusters
  Score: Raw -225941.489196 + Penalty 2558.671757 = -223382.817439
  nChanged 19
		SP:Iteration 16Q (173279.080000 sec): 3 clusters
  Score: Raw -225952.700707 + Penalty 2558.671757 = -223394.028950
  nChanged 15
		SP:Iteration 17Q (173279.240000 sec): 3 clusters
  Score: Raw -225961.550702 + Penalty 2558.671757 = -223402.878945
  nChanged 17
		SP:Iteration 18Q (173279.390000 sec): 3 clusters
  Score: Raw -225970.189687 + Penalty 2558.671757 = -223411.517930
  nChanged 16
		SP:Iteration 19Q (173279.550000 sec): 3 clusters
  Score: Raw -225976.688839 + Penalty 2558.671757 = -223418.017082
  nChanged 10
		SP:Iteration 20F (173279.700000 sec): 3 clusters
  Score: Raw -225980.938849 + Penalty 2558.671757 = -223422.267092
  nChanged 11
		SP:Iteration 21Q (173279.860000 sec): 3 clusters
  Score: Raw -225987.840706 + Penalty 2558.671757 = -223429.168949
  nChanged 16
		SP:Iteration 22Q (173280.020000 sec): 3 clusters
  Score: Raw -225995.231744 + Penalty 2558.671757 = -223436.559987
  nChanged 11
		SP:Iteration 23Q (173280.190000 sec): 3 clusters
  Score: Raw -226000.440621 + Penalty 2558.671757 = -223441.768864
  nChanged 10
		SP:Iteration 24Q (173280.340000 sec): 3 clusters
  Score: Raw -226006.415381 + Penalty 2558.671757 = -223447.743625
  nChanged 13
		SP:Iteration 25Q (173280.500000 sec): 3 clusters
  Score: Raw -226013.787621 + Penalty 2558.671757 = -223455.115865
  nChanged 13
		SP:Iteration 26Q (173280.660000 sec): 3 clusters
  Score: Raw -226020.079943 + Penalty 2558.671757 = -223461.408186
  nChanged 9
		SP:Iteration 27Q (173280.820000 sec): 3 clusters
  Score: Raw -226024.413891 + Penalty 2558.671757 = -223465.742134
  nChanged 8
		SP:Iteration 28Q (173280.990000 sec): 3 clusters
  Score: Raw -226030.621831 + Penalty 2558.671757 = -223471.950074
  nChanged 14
		SP:Iteration 29Q (173281.150000 sec): 3 clusters
  Score: Raw -226038.468355 + Penalty 2558.671757 = -223479.796598
  nChanged 10
		SP:Iteration 30Q (173281.310000 sec): 3 clusters
  Score: Raw -226043.612216 + Penalty 2558.671757 = -223484.940459
  nChanged 10
		SP:Iteration 31Q (173281.480000 sec): 3 clusters
  Score: Raw -226047.092623 + Penalty 2558.671757 = -223488.420866
  nChanged 7
		SP:Iteration 32Q (173281.640000 sec): 3 clusters
  Score: Raw -226048.911683 + Penalty 2558.671757 = -223490.239926
  nChanged 1
		SP:Iteration 33Q (173281.800000 sec): 3 clusters
  Score: Raw -226049.365638 + Penalty 2558.671757 = -223490.693881
  nChanged 1
		SP:Iteration 34Q (173281.970000 sec): 3 clusters
  Score: Raw -226049.488920 + Penalty 2558.671757 = -223490.817163
  nChanged 0
		SP:Iteration 35F (173282.130000 sec): 3 clusters
  Score: Raw -226049.488920 + Penalty 2558.671757 = -223490.817163
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173282.260000 sec): 2 clusters
  Score: Raw -930647.435720 + Penalty 1501.151967 = -929146.283753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173282.470000 sec): 3 clusters
  Score: Raw -924850.964383 + Penalty 3002.303934 = -921848.660449
  nChanged 4441
		SP:Iteration 1F (173282.670000 sec): 3 clusters
  Score: Raw -927579.705691 + Penalty 3002.303934 = -924577.401757
  nChanged 914
		SP:Iteration 2F (173282.870000 sec): 3 clusters
  Score: Raw -928276.572993 + Penalty 3002.303934 = -925274.269059
  nChanged 796
		SP:Iteration 3F (173283.120000 sec): 3 clusters
  Score: Raw -928863.888641 + Penalty 3002.303934 = -925861.584707
  nChanged 717
		SP:Iteration 4F (173283.300000 sec): 3 clusters
  Score: Raw -929360.939535 + Penalty 3002.303934 = -926358.635601
  nChanged 605
		SP:Iteration 5F (173283.500000 sec): 3 clusters
  Score: Raw -929709.193060 + Penalty 3002.303934 = -926706.889126
  nChanged 472
		SP:Iteration 6Q (173283.690000 sec): 3 clusters
  Score: Raw -929934.227099 + Penalty 3002.303934 = -926931.923165
  nChanged 347
		SP:Iteration 7Q (173283.890000 sec): 3 clusters
  Score: Raw -930064.145821 + Penalty 3002.303934 = -927061.841887
  nChanged 257
		SP:Iteration 8Q (173284.090000 sec): 3 clusters
  Score: Raw -930157.265574 + Penalty 3002.303934 = -927154.961640
  nChanged 230
		SP:Iteration 9Q (173284.290000 sec): 3 clusters
  Score: Raw -930225.894471 + Penalty 3002.303934 = -927223.590537
  nChanged 172
		SP:Iteration 10Q (173284.490000 sec): 3 clusters
  Score: Raw -930271.315255 + Penalty 3002.303934 = -927269.011321
  nChanged 141
		SP:Iteration 11Q (173284.690000 sec): 3 clusters
  Score: Raw -930300.894456 + Penalty 3002.303934 = -927298.590523
  nChanged 101
		SP:Iteration 12Q (173284.890000 sec): 3 clusters
  Score: Raw -930322.010168 + Penalty 3002.303934 = -927319.706234
  nChanged 85
		SP:Iteration 13Q (173285.110000 sec): 3 clusters
  Score: Raw -930337.459905 + Penalty 3002.303934 = -927335.155971
  nChanged 62
		SP:Iteration 14Q (173285.270000 sec): 3 clusters
  Score: Raw -930348.656606 + Penalty 3002.303934 = -927346.352672
  nChanged 61
		SP:Iteration 15Q (173285.480000 sec): 3 clusters
  Score: Raw -930356.519456 + Penalty 3002.303934 = -927354.215523
  nChanged 34
		SP:Iteration 16Q (173285.680000 sec): 3 clusters
  Score: Raw -930360.292809 + Penalty 3002.303934 = -927357.988875
  nChanged 31
		SP:Iteration 17Q (173285.950000 sec): 3 clusters
  Score: Raw -930363.986351 + Penalty 3002.303934 = -927361.682417
  nChanged 33
		SP:Iteration 18Q (173286.080000 sec): 3 clusters
  Score: Raw -930367.423954 + Penalty 3002.303934 = -927365.120020
  nChanged 20
		SP:Iteration 19Q (173286.270000 sec): 3 clusters
  Score: Raw -930369.752795 + Penalty 3002.303934 = -927367.448861
  nChanged 11
		SP:Iteration 20F (173286.400000 sec): 3 clusters
  Score: Raw -930371.074548 + Penalty 3002.303934 = -927368.770614
  nChanged 16
		SP:Iteration 21Q (173286.600000 sec): 3 clusters
  Score: Raw -930373.078880 + Penalty 3002.303934 = -927370.774946
  nChanged 15
		SP:Iteration 22Q (173286.800000 sec): 3 clusters
  Score: Raw -930374.775925 + Penalty 3002.303934 = -927372.471991
  nChanged 23
		SP:Iteration 23Q (173287.000000 sec): 3 clusters
  Score: Raw -930377.385148 + Penalty 3002.303934 = -927375.081214
  nChanged 16
		SP:Iteration 24Q (173287.270000 sec): 3 clusters
  Score: Raw -930379.505435 + Penalty 3002.303934 = -927377.201501
  nChanged 18
		SP:Iteration 25Q (173287.430000 sec): 3 clusters
  Score: Raw -930381.178613 + Penalty 3002.303934 = -927378.874679
  nChanged 18
		SP:Iteration 26Q (173287.620000 sec): 3 clusters
  Score: Raw -930382.860285 + Penalty 3002.303934 = -927380.556351
  nChanged 14
		SP:Iteration 27Q (173287.780000 sec): 3 clusters
  Score: Raw -930384.137598 + Penalty 3002.303934 = -927381.833664
  nChanged 12
		SP:Iteration 28Q (173287.980000 sec): 3 clusters
  Score: Raw -930385.605420 + Penalty 3002.303934 = -927383.301486
  nChanged 10
		SP:Iteration 29Q (173288.130000 sec): 3 clusters
  Score: Raw -930386.547954 + Penalty 3002.303934 = -927384.244021
  nChanged 9
		SP:Iteration 30Q (173288.290000 sec): 3 clusters
  Score: Raw -930387.249956 + Penalty 3002.303934 = -927384.946022
  nChanged 6
		SP:Iteration 31Q (173288.480000 sec): 3 clusters
  Score: Raw -930387.733469 + Penalty 3002.303934 = -927385.429535
  nChanged 6
		SP:Iteration 32Q (173288.680000 sec): 3 clusters
  Score: Raw -930388.161118 + Penalty 3002.303934 = -927385.857184
  nChanged 7
		SP:Iteration 33Q (173288.870000 sec): 3 clusters
  Score: Raw -930388.896470 + Penalty 3002.303934 = -927386.592536
  nChanged 9
		SP:Iteration 34Q (173289.070000 sec): 3 clusters
  Score: Raw -930389.676255 + Penalty 3002.303934 = -927387.372321
  nChanged 8
		SP:Iteration 35Q (173289.260000 sec): 3 clusters
  Score: Raw -930390.605962 + Penalty 3002.303934 = -927388.302028
  nChanged 6
		SP:Iteration 36Q (173289.460000 sec): 3 clusters
  Score: Raw -930391.186371 + Penalty 3002.303934 = -927388.882437
  nChanged 4
		SP:Iteration 37Q (173289.660000 sec): 3 clusters
  Score: Raw -930391.706846 + Penalty 3002.303934 = -927389.402912
  nChanged 2
		SP:Iteration 38Q (173289.860000 sec): 3 clusters
  Score: Raw -930391.871989 + Penalty 3002.303934 = -927389.568055
  nChanged 2
		SP:Iteration 39Q (173290.060000 sec): 3 clusters
  Score: Raw -930391.993487 + Penalty 3002.303934 = -927389.689553
  nChanged 3
		SP:Iteration 40F (173290.260000 sec): 3 clusters
  Score: Raw -930392.370000 + Penalty 3002.303934 = -927390.066066
  nChanged 5
		SP:Iteration 41Q (173290.460000 sec): 3 clusters
  Score: Raw -930392.926125 + Penalty 3002.303934 = -927390.622191
  nChanged 6
		SP:Iteration 42Q (173290.690000 sec): 3 clusters
  Score: Raw -930393.612007 + Penalty 3002.303934 = -927391.308073
  nChanged 7
		SP:Iteration 43Q (173290.860000 sec): 3 clusters
  Score: Raw -930394.771221 + Penalty 3002.303934 = -927392.467287
  nChanged 11
		SP:Iteration 44Q (173291.060000 sec): 3 clusters
  Score: Raw -930396.533008 + Penalty 3002.303934 = -927394.229074
  nChanged 8
		SP:Iteration 45Q (173291.370000 sec): 3 clusters
  Score: Raw -930397.422345 + Penalty 3002.303934 = -927395.118412
  nChanged 5
		SP:Iteration 46Q (173291.570000 sec): 3 clusters
  Score: Raw -930398.171858 + Penalty 3002.303934 = -927395.867924
  nChanged 8
		SP:Iteration 47Q (173291.770000 sec): 3 clusters
  Score: Raw -930399.585148 + Penalty 3002.303934 = -927397.281215
  nChanged 7
		SP:Iteration 48Q (173291.980000 sec): 3 clusters
  Score: Raw -930400.430128 + Penalty 3002.303934 = -927398.126194
  nChanged 10
		SP:Iteration 49Q (173292.170000 sec): 3 clusters
  Score: Raw -930401.313343 + Penalty 3002.303934 = -927399.009410
  nChanged 6
		SP:Iteration 50Q (173292.420000 sec): 3 clusters
  Score: Raw -930402.038569 + Penalty 3002.303934 = -927399.734635
  nChanged 6
		SP:Iteration 51Q (173292.590000 sec): 3 clusters
  Score: Raw -930402.674181 + Penalty 3002.303934 = -927400.370247
  nChanged 5
		SP:Iteration 52Q (173292.810000 sec): 3 clusters
  Score: Raw -930403.328731 + Penalty 3002.303934 = -927401.024797
  nChanged 9
		SP:Iteration 53Q (173293.060000 sec): 3 clusters
  Score: Raw -930405.014488 + Penalty 3002.303934 = -927402.710555
  nChanged 10
		SP:Iteration 54Q (173293.220000 sec): 3 clusters
  Score: Raw -930406.198383 + Penalty 3002.303934 = -927403.894450
  nChanged 6
		SP:Iteration 55Q (173293.450000 sec): 3 clusters
  Score: Raw -930407.003086 + Penalty 3002.303934 = -927404.699152
  nChanged 9
		SP:Iteration 56Q (173293.650000 sec): 3 clusters
  Score: Raw -930408.070198 + Penalty 3002.303934 = -927405.766264
  nChanged 10
		SP:Iteration 57Q (173293.890000 sec): 3 clusters
  Score: Raw -930409.590691 + Penalty 3002.303934 = -927407.286757
  nChanged 13
		SP:Iteration 58Q (173294.090000 sec): 3 clusters
  Score: Raw -930411.432134 + Penalty 3002.303934 = -927409.128201
  nChanged 11
		SP:Iteration 59Q (173294.320000 sec): 3 clusters
  Score: Raw -930412.878878 + Penalty 3002.303934 = -927410.574945
  nChanged 12
		SP:Iteration 60F (173294.590000 sec): 3 clusters
  Score: Raw -930413.921619 + Penalty 3002.303934 = -927411.617685
  nChanged 12
		SP:Iteration 61Q (173294.760000 sec): 3 clusters
  Score: Raw -930414.788023 + Penalty 3002.303934 = -927412.484089
  nChanged 6
		SP:Iteration 62Q (173295.040000 sec): 3 clusters
  Score: Raw -930415.359513 + Penalty 3002.303934 = -927413.055579
  nChanged 7
		SP:Iteration 63Q (173295.280000 sec): 3 clusters
  Score: Raw -930416.064426 + Penalty 3002.303934 = -927413.760492
  nChanged 6
		SP:Iteration 64Q (173295.530000 sec): 3 clusters
  Score: Raw -930416.721488 + Penalty 3002.303934 = -927414.417554
  nChanged 6
		SP:Iteration 65Q (173295.720000 sec): 3 clusters
  Score: Raw -930417.379650 + Penalty 3002.303934 = -927415.075716
  nChanged 5
		SP:Iteration 66Q (173295.950000 sec): 3 clusters
  Score: Raw -930418.050674 + Penalty 3002.303934 = -927415.746740
  nChanged 8
		SP:Iteration 67Q (173296.190000 sec): 3 clusters
  Score: Raw -930418.825045 + Penalty 3002.303934 = -927416.521111
  nChanged 6
		SP:Iteration 68Q (173296.400000 sec): 3 clusters
  Score: Raw -930419.463685 + Penalty 3002.303934 = -927417.159751
  nChanged 6
		SP:Iteration 69Q (173296.640000 sec): 3 clusters
  Score: Raw -930420.193105 + Penalty 3002.303934 = -927417.889171
  nChanged 7
		SP:Iteration 70Q (173296.850000 sec): 3 clusters
  Score: Raw -930420.975534 + Penalty 3002.303934 = -927418.671600
  nChanged 5
		SP:Iteration 71Q (173297.050000 sec): 3 clusters
  Score: Raw -930421.381624 + Penalty 3002.303934 = -927419.077690
  nChanged 3
		SP:Iteration 72Q (173297.320000 sec): 3 clusters
  Score: Raw -930421.858636 + Penalty 3002.303934 = -927419.554702
  nChanged 9
		SP:Iteration 73Q (173297.490000 sec): 3 clusters
  Score: Raw -930422.932054 + Penalty 3002.303934 = -927420.628120
  nChanged 8
		SP:Iteration 74Q (173297.690000 sec): 3 clusters
  Score: Raw -930423.831578 + Penalty 3002.303934 = -927421.527644
  nChanged 6
		SP:Iteration 75Q (173297.890000 sec): 3 clusters
  Score: Raw -930424.672226 + Penalty 3002.303934 = -927422.368292
  nChanged 4
		SP:Iteration 76Q (173298.090000 sec): 3 clusters
  Score: Raw -930425.038896 + Penalty 3002.303934 = -927422.734962
  nChanged 4
		SP:Iteration 77Q (173298.310000 sec): 3 clusters
  Score: Raw -930425.360140 + Penalty 3002.303934 = -927423.056206
  nChanged 4
		SP:Iteration 78Q (173298.550000 sec): 3 clusters
  Score: Raw -930425.942006 + Penalty 3002.303934 = -927423.638072
  nChanged 9
		SP:Iteration 79Q (173298.710000 sec): 3 clusters
  Score: Raw -930427.147069 + Penalty 3002.303934 = -927424.843135
  nChanged 11
		SP:Iteration 80F (173298.910000 sec): 3 clusters
  Score: Raw -930428.088052 + Penalty 3002.303934 = -927425.784119
  nChanged 7
		SP:Iteration 81Q (173299.080000 sec): 3 clusters
  Score: Raw -930429.015507 + Penalty 3002.303934 = -927426.711574
  nChanged 6
		SP:Iteration 82Q (173299.280000 sec): 3 clusters
  Score: Raw -930430.084997 + Penalty 3002.303934 = -927427.781063
  nChanged 14
		SP:Iteration 83Q (173299.490000 sec): 3 clusters
  Score: Raw -930432.016297 + Penalty 3002.303934 = -927429.712363
  nChanged 16
		SP:Iteration 84Q (173299.680000 sec): 3 clusters
  Score: Raw -930433.803144 + Penalty 3002.303934 = -927431.499210
  nChanged 18
		SP:Iteration 85Q (173299.870000 sec): 3 clusters
  Score: Raw -930436.588856 + Penalty 3002.303934 = -927434.284922
  nChanged 18
		SP:Iteration 86Q (173300.060000 sec): 3 clusters
  Score: Raw -930439.500733 + Penalty 3002.303934 = -927437.196799
  nChanged 17
		SP:Iteration 87Q (173300.260000 sec): 3 clusters
  Score: Raw -930441.334049 + Penalty 3002.303934 = -927439.030115
  nChanged 9
		SP:Iteration 88Q (173300.440000 sec): 3 clusters
  Score: Raw -930442.283108 + Penalty 3002.303934 = -927439.979174
  nChanged 11
		SP:Iteration 89Q (173300.640000 sec): 3 clusters
  Score: Raw -930443.548100 + Penalty 3002.303934 = -927441.244166
  nChanged 5
		SP:Iteration 90Q (173300.870000 sec): 3 clusters
  Score: Raw -930444.072158 + Penalty 3002.303934 = -927441.768225
  nChanged 3
		SP:Iteration 91Q (173301.020000 sec): 3 clusters
  Score: Raw -930444.322070 + Penalty 3002.303934 = -927442.018137
  nChanged 3
		SP:Iteration 92Q (173301.220000 sec): 3 clusters
  Score: Raw -930444.613839 + Penalty 3002.303934 = -927442.309905
  nChanged 4
		SP:Iteration 93Q (173301.420000 sec): 3 clusters
  Score: Raw -930444.939391 + Penalty 3002.303934 = -927442.635457
  nChanged 5
		SP:Iteration 94Q (173301.620000 sec): 3 clusters
  Score: Raw -930445.477540 + Penalty 3002.303934 = -927443.173606
  nChanged 4
		SP:Iteration 95Q (173301.790000 sec): 3 clusters
  Score: Raw -930445.773439 + Penalty 3002.303934 = -927443.469505
  nChanged 1
		SP:Iteration 96Q (173301.960000 sec): 3 clusters
  Score: Raw -930445.812468 + Penalty 3002.303934 = -927443.508534
  nChanged 0
		SP:Iteration 97F (173302.160000 sec): 3 clusters
  Score: Raw -930445.812468 + Penalty 3002.303934 = -927443.508534
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (7347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173302.330000 sec): 2 clusters
  Score: Raw -731985.984269 + Penalty 1446.582694 = -730539.401576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173302.480000 sec): 3 clusters
  Score: Raw -728036.587269 + Penalty 2893.165387 = -725143.421882
  nChanged 2993
		SP:Iteration 1F (173302.650000 sec): 3 clusters
  Score: Raw -729559.509405 + Penalty 2893.165387 = -726666.344017
  nChanged 476
		SP:Iteration 2F (173302.840000 sec): 3 clusters
  Score: Raw -729786.395435 + Penalty 2893.165387 = -726893.230048
  nChanged 411
		SP:Iteration 3F (173303.010000 sec): 3 clusters
  Score: Raw -729973.023719 + Penalty 2893.165387 = -727079.858331
  nChanged 315
		SP:Iteration 4Q (173303.190000 sec): 3 clusters
  Score: Raw -730103.114635 + Penalty 2893.165387 = -727209.949248
  nChanged 285
		SP:Iteration 5Q (173303.370000 sec): 3 clusters
  Score: Raw -730200.171936 + Penalty 2893.165387 = -727307.006549
  nChanged 242
		SP:Iteration 6Q (173303.590000 sec): 3 clusters
  Score: Raw -730273.478079 + Penalty 2893.165387 = -727380.312692
  nChanged 176
		SP:Iteration 7Q (173303.780000 sec): 3 clusters
  Score: Raw -730325.606129 + Penalty 2893.165387 = -727432.440741
  nChanged 160
		SP:Iteration 8Q (173303.960000 sec): 3 clusters
  Score: Raw -730370.333740 + Penalty 2893.165387 = -727477.168352
  nChanged 129
		SP:Iteration 9Q (173304.150000 sec): 3 clusters
  Score: Raw -730403.217452 + Penalty 2893.165387 = -727510.052065
  nChanged 127
		SP:Iteration 10Q (173304.360000 sec): 3 clusters
  Score: Raw -730441.188756 + Penalty 2893.165387 = -727548.023369
  nChanged 130
		SP:Iteration 11Q (173304.530000 sec): 3 clusters
  Score: Raw -730476.869162 + Penalty 2893.165387 = -727583.703774
  nChanged 131
		SP:Iteration 12Q (173304.740000 sec): 3 clusters
  Score: Raw -730514.904466 + Penalty 2893.165387 = -727621.739078
  nChanged 137
		SP:Iteration 13Q (173304.910000 sec): 3 clusters
  Score: Raw -730555.655789 + Penalty 2893.165387 = -727662.490402
  nChanged 127
		SP:Iteration 14Q (173305.080000 sec): 3 clusters
  Score: Raw -730597.041437 + Penalty 2893.165387 = -727703.876050
  nChanged 145
		SP:Iteration 15Q (173305.250000 sec): 3 clusters
  Score: Raw -730647.709108 + Penalty 2893.165387 = -727754.543720
  nChanged 157
		SP:Iteration 16Q (173305.420000 sec): 3 clusters
  Score: Raw -730711.458847 + Penalty 2893.165387 = -727818.293460
  nChanged 172
		SP:Iteration 17Q (173305.590000 sec): 3 clusters
  Score: Raw -730781.849133 + Penalty 2893.165387 = -727888.683746
  nChanged 170
		SP:Iteration 18Q (173305.760000 sec): 3 clusters
  Score: Raw -730856.007466 + Penalty 2893.165387 = -727962.842079
  nChanged 199
		SP:Iteration 19Q (173305.930000 sec): 3 clusters
  Score: Raw -730955.369945 + Penalty 2893.165387 = -728062.204558
  nChanged 218
		SP:Iteration 20F (173306.100000 sec): 3 clusters
  Score: Raw -731072.907622 + Penalty 2893.165387 = -728179.742235
  nChanged 237
		SP:Iteration 21Q (173306.270000 sec): 3 clusters
  Score: Raw -731215.039146 + Penalty 2893.165387 = -728321.873759
  nChanged 244
		SP:Iteration 22Q (173306.440000 sec): 3 clusters
  Score: Raw -731364.705369 + Penalty 2893.165387 = -728471.539982
  nChanged 210
		SP:Iteration 23Q (173306.610000 sec): 3 clusters
  Score: Raw -731505.434178 + Penalty 2893.165387 = -728612.268791
  nChanged 200
		SP:Iteration 24Q (173306.780000 sec): 3 clusters
  Score: Raw -731634.612229 + Penalty 2893.165387 = -728741.446842
  nChanged 163
		SP:Iteration 25Q (173306.950000 sec): 3 clusters
  Score: Raw -731743.885269 + Penalty 2893.165387 = -728850.719882
  nChanged 133
		SP:Iteration 26Q (173307.120000 sec): 3 clusters
  Score: Raw -731845.168507 + Penalty 2893.165387 = -728952.003120
  nChanged 113
		SP:Iteration 27Q (173307.290000 sec): 3 clusters
  Score: Raw -731940.114069 + Penalty 2893.165387 = -729046.948681
  nChanged 81
		SP:Iteration 28Q (173307.460000 sec): 3 clusters
  Score: Raw -732010.773519 + Penalty 2893.165387 = -729117.608132
  nChanged 53
		SP:Iteration 29Q (173307.630000 sec): 3 clusters
  Score: Raw -732061.807479 + Penalty 2893.165387 = -729168.642092
  nChanged 44
		SP:Iteration 30Q (173307.800000 sec): 3 clusters
  Score: Raw -732097.502633 + Penalty 2893.165387 = -729204.337246
  nChanged 26
		SP:Iteration 31Q (173307.970000 sec): 3 clusters
  Score: Raw -732115.469553 + Penalty 2893.165387 = -729222.304165
  nChanged 20
		SP:Iteration 32Q (173308.140000 sec): 3 clusters
  Score: Raw -732129.964853 + Penalty 2893.165387 = -729236.799466
  nChanged 13
		SP:Iteration 33Q (173308.310000 sec): 3 clusters
  Score: Raw -732139.651073 + Penalty 2893.165387 = -729246.485686
  nChanged 14
		SP:Iteration 34Q (173308.480000 sec): 3 clusters
  Score: Raw -732149.611660 + Penalty 2893.165387 = -729256.446273
  nChanged 15
		SP:Iteration 35Q (173308.650000 sec): 3 clusters
  Score: Raw -732164.254270 + Penalty 2893.165387 = -729271.088883
  nChanged 9
		SP:Iteration 36Q (173308.820000 sec): 3 clusters
  Score: Raw -732176.071281 + Penalty 2893.165387 = -729282.905894
  nChanged 11
		SP:Iteration 37Q (173308.990000 sec): 3 clusters
  Score: Raw -732188.327503 + Penalty 2893.165387 = -729295.162116
  nChanged 5
		SP:Iteration 38Q (173309.160000 sec): 3 clusters
  Score: Raw -732195.199009 + Penalty 2893.165387 = -729302.033622
  nChanged 7
		SP:Iteration 39Q (173309.330000 sec): 3 clusters
  Score: Raw -732204.220071 + Penalty 2893.165387 = -729311.054684
  nChanged 6
		SP:Iteration 40F (173309.500000 sec): 3 clusters
  Score: Raw -732211.871074 + Penalty 2893.165387 = -729318.705686
  nChanged 5
		SP:Iteration 41Q (173309.670000 sec): 3 clusters
  Score: Raw -732216.696200 + Penalty 2893.165387 = -729323.530813
  nChanged 1
		SP:Iteration 42Q (173309.840000 sec): 3 clusters
  Score: Raw -732218.152594 + Penalty 2893.165387 = -729324.987206
  nChanged 2
		SP:Iteration 43Q (173310.010000 sec): 3 clusters
  Score: Raw -732220.511531 + Penalty 2893.165387 = -729327.346143
  nChanged 2
		SP:Iteration 44Q (173310.180000 sec): 3 clusters
  Score: Raw -732222.481505 + Penalty 2893.165387 = -729329.316118
  nChanged 2
		SP:Iteration 45Q (173310.350000 sec): 3 clusters
  Score: Raw -732223.711200 + Penalty 2893.165387 = -729330.545813
  nChanged 2
		SP:Iteration 46Q (173310.520000 sec): 3 clusters
  Score: Raw -732225.954863 + Penalty 2893.165387 = -729332.789475
  nChanged 0
		SP:Iteration 47F (173310.690000 sec): 3 clusters
  Score: Raw -732225.954863 + Penalty 2893.165387 = -729332.789475
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (3999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173310.780000 sec): 2 clusters
  Score: Raw -342888.669379 + Penalty 1347.742436 = -341540.926943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173310.930000 sec): 3 clusters
  Score: Raw -340941.106258 + Penalty 2695.484873 = -338245.621385
  nChanged 1556
		SP:Iteration 1F (173311.090000 sec): 3 clusters
  Score: Raw -342090.046831 + Penalty 2695.484873 = -339394.561958
  nChanged 391
		SP:Iteration 2F (173311.230000 sec): 3 clusters
  Score: Raw -342518.876118 + Penalty 2695.484873 = -339823.391245
  nChanged 325
		SP:Iteration 3F (173311.370000 sec): 3 clusters
  Score: Raw -342903.841356 + Penalty 2695.484873 = -340208.356483
  nChanged 284
		SP:Iteration 4F (173311.510000 sec): 3 clusters
  Score: Raw -343217.839742 + Penalty 2695.484873 = -340522.354869
  nChanged 230
		SP:Iteration 5F (173311.650000 sec): 3 clusters
  Score: Raw -343406.766785 + Penalty 2695.484873 = -340711.281912
  nChanged 154
		SP:Iteration 6Q (173311.800000 sec): 3 clusters
  Score: Raw -343514.944874 + Penalty 2695.484873 = -340819.460002
  nChanged 104
		SP:Iteration 7Q (173311.940000 sec): 3 clusters
  Score: Raw -343578.317363 + Penalty 2695.484873 = -340882.832490
  nChanged 67
		SP:Iteration 8Q (173312.090000 sec): 3 clusters
  Score: Raw -343615.142581 + Penalty 2695.484873 = -340919.657708
  nChanged 58
		SP:Iteration 9Q (173312.250000 sec): 3 clusters
  Score: Raw -343640.155674 + Penalty 2695.484873 = -340944.670801
  nChanged 36
		SP:Iteration 10Q (173312.410000 sec): 3 clusters
  Score: Raw -343654.856849 + Penalty 2695.484873 = -340959.371976
  nChanged 30
		SP:Iteration 11Q (173312.570000 sec): 3 clusters
  Score: Raw -343664.524853 + Penalty 2695.484873 = -340969.039980
  nChanged 21
		SP:Iteration 12Q (173312.730000 sec): 3 clusters
  Score: Raw -343669.982030 + Penalty 2695.484873 = -340974.497157
  nChanged 16
		SP:Iteration 13Q (173312.890000 sec): 3 clusters
  Score: Raw -343674.191061 + Penalty 2695.484873 = -340978.706188
  nChanged 7
		SP:Iteration 14Q (173313.040000 sec): 3 clusters
  Score: Raw -343675.535784 + Penalty 2695.484873 = -340980.050911
  nChanged 8
		SP:Iteration 15Q (173313.200000 sec): 3 clusters
  Score: Raw -343678.143465 + Penalty 2695.484873 = -340982.658593
  nChanged 5
		SP:Iteration 16Q (173313.350000 sec): 3 clusters
  Score: Raw -343678.935168 + Penalty 2695.484873 = -340983.450295
  nChanged 0
		SP:Iteration 17F (173313.510000 sec): 3 clusters
  Score: Raw -343678.935168 + Penalty 2695.484873 = -340983.450295
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (2032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173313.590000 sec): 2 clusters
  Score: Raw -152464.047520 + Penalty 1237.726069 = -151226.321451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173313.740000 sec): 3 clusters
  Score: Raw -151574.028136 + Penalty 2475.452138 = -149098.575998
  nChanged 729
		SP:Iteration 1F (173313.900000 sec): 3 clusters
  Score: Raw -152300.466668 + Penalty 2475.452138 = -149825.014530
  nChanged 258
		SP:Iteration 2F (173314.050000 sec): 3 clusters
  Score: Raw -152704.943202 + Penalty 2475.452138 = -150229.491064
  nChanged 196
		SP:Iteration 3F (173314.220000 sec): 3 clusters
  Score: Raw -152978.927513 + Penalty 2475.452138 = -150503.475375
  nChanged 139
		SP:Iteration 4F (173314.430000 sec): 3 clusters
  Score: Raw -153165.347812 + Penalty 2475.452138 = -150689.895674
  nChanged 90
		SP:Iteration 5Q (173314.590000 sec): 3 clusters
  Score: Raw -153256.725149 + Penalty 2475.452138 = -150781.273012
  nChanged 67
		SP:Iteration 6Q (173314.740000 sec): 3 clusters
  Score: Raw -153337.005098 + Penalty 2475.452138 = -150861.552960
  nChanged 48
		SP:Iteration 7Q (173314.880000 sec): 3 clusters
  Score: Raw -153403.960772 + Penalty 2475.452138 = -150928.508634
  nChanged 38
		SP:Iteration 8Q (173314.990000 sec): 3 clusters
  Score: Raw -153457.846649 + Penalty 2475.452138 = -150982.394511
  nChanged 45
		SP:Iteration 9Q (173315.150000 sec): 3 clusters
  Score: Raw -153524.205161 + Penalty 2475.452138 = -151048.753023
  nChanged 29
		SP:Iteration 10Q (173315.310000 sec): 3 clusters
  Score: Raw -153564.580373 + Penalty 2475.452138 = -151089.128235
  nChanged 24
		SP:Iteration 11Q (173315.470000 sec): 3 clusters
  Score: Raw -153587.844029 + Penalty 2475.452138 = -151112.391891
  nChanged 16
		SP:Iteration 12Q (173315.630000 sec): 3 clusters
  Score: Raw -153603.073672 + Penalty 2475.452138 = -151127.621534
  nChanged 11
		SP:Iteration 13Q (173315.790000 sec): 3 clusters
  Score: Raw -153611.522536 + Penalty 2475.452138 = -151136.070398
  nChanged 9
		SP:Iteration 14Q (173315.950000 sec): 3 clusters
  Score: Raw -153618.737898 + Penalty 2475.452138 = -151143.285760
  nChanged 7
		SP:Iteration 15Q (173316.110000 sec): 3 clusters
  Score: Raw -153623.006686 + Penalty 2475.452138 = -151147.554548
  nChanged 2
		SP:Iteration 16Q (173316.270000 sec): 3 clusters
  Score: Raw -153624.256185 + Penalty 2475.452138 = -151148.804047
  nChanged 1
		SP:Iteration 17Q (173316.430000 sec): 3 clusters
  Score: Raw -153624.756170 + Penalty 2475.452138 = -151149.304032
  nChanged 2
		SP:Iteration 18Q (173316.590000 sec): 3 clusters
  Score: Raw -153626.073984 + Penalty 2475.452138 = -151150.621846
  nChanged 2
		SP:Iteration 19Q (173316.750000 sec): 3 clusters
  Score: Raw -153628.146313 + Penalty 2475.452138 = -151152.694175
  nChanged 5
		SP:Iteration 20F (173316.900000 sec): 3 clusters
  Score: Raw -153632.537450 + Penalty 2475.452138 = -151157.085313
  nChanged 3
		SP:Iteration 21Q (173317.050000 sec): 3 clusters
  Score: Raw -153635.410322 + Penalty 2475.452138 = -151159.958184
  nChanged 6
		SP:Iteration 22Q (173317.190000 sec): 3 clusters
  Score: Raw -153641.029173 + Penalty 2475.452138 = -151165.577035
  nChanged 5
		SP:Iteration 23Q (173317.340000 sec): 3 clusters
  Score: Raw -153644.663669 + Penalty 2475.452138 = -151169.211531
  nChanged 7
		SP:Iteration 24Q (173317.480000 sec): 3 clusters
  Score: Raw -153648.746434 + Penalty 2475.452138 = -151173.294296
  nChanged 3
		SP:Iteration 25Q (173317.620000 sec): 3 clusters
  Score: Raw -153649.881213 + Penalty 2475.452138 = -151174.429076
  nChanged 3
		SP:Iteration 26Q (173317.760000 sec): 3 clusters
  Score: Raw -153652.454093 + Penalty 2475.452138 = -151177.001955
  nChanged 3
		SP:Iteration 27Q (173317.910000 sec): 3 clusters
  Score: Raw -153653.210354 + Penalty 2475.452138 = -151177.758217
  nChanged 3
		SP:Iteration 28Q (173318.050000 sec): 3 clusters
  Score: Raw -153655.512477 + Penalty 2475.452138 = -151180.060339
  nChanged 2
		SP:Iteration 29Q (173318.200000 sec): 3 clusters
  Score: Raw -153655.992019 + Penalty 2475.452138 = -151180.539881
  nChanged 1
		SP:Iteration 30Q (173318.340000 sec): 3 clusters
  Score: Raw -153656.213843 + Penalty 2475.452138 = -151180.761706
  nChanged 1
		SP:Iteration 31Q (173318.480000 sec): 3 clusters
  Score: Raw -153656.598419 + Penalty 2475.452138 = -151181.146281
  nChanged 2
		SP:Iteration 32Q (173318.630000 sec): 3 clusters
  Score: Raw -153657.566563 + Penalty 2475.452138 = -151182.114425
  nChanged 1
		SP:Iteration 33Q (173318.770000 sec): 3 clusters
  Score: Raw -153659.076307 + Penalty 2475.452138 = -151183.624169
  nChanged 5
		SP:Iteration 34Q (173318.920000 sec): 3 clusters
  Score: Raw -153665.329279 + Penalty 2475.452138 = -151189.877141
  nChanged 5
		SP:Iteration 35Q (173319.060000 sec): 3 clusters
  Score: Raw -153668.413940 + Penalty 2475.452138 = -151192.961802
  nChanged 4
		SP:Iteration 36Q (173319.210000 sec): 3 clusters
  Score: Raw -153671.076453 + Penalty 2475.452138 = -151195.624315
  nChanged 1
		SP:Iteration 37Q (173319.350000 sec): 3 clusters
  Score: Raw -153671.289966 + Penalty 2475.452138 = -151195.837828
  nChanged 0
		SP:Iteration 38F (173319.490000 sec): 3 clusters
  Score: Raw -153671.289966 + Penalty 2475.452138 = -151195.837828
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (2552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173319.560000 sec): 2 clusters
  Score: Raw -202300.127402 + Penalty 1274.752805 = -201025.374598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173319.710000 sec): 3 clusters
  Score: Raw -201129.339149 + Penalty 2549.505609 = -198579.833540
  nChanged 949
		SP:Iteration 1F (173319.850000 sec): 3 clusters
  Score: Raw -201854.009042 + Penalty 2549.505609 = -199304.503433
  nChanged 274
		SP:Iteration 2F (173320.010000 sec): 3 clusters
  Score: Raw -202134.378233 + Penalty 2549.505609 = -199584.872624
  nChanged 192
		SP:Iteration 3F (173320.180000 sec): 3 clusters
  Score: Raw -202310.939709 + Penalty 2549.505609 = -199761.434100
  nChanged 147
		SP:Iteration 4F (173320.340000 sec): 3 clusters
  Score: Raw -202444.153821 + Penalty 2549.505609 = -199894.648212
  nChanged 124
		SP:Iteration 5Q (173320.500000 sec): 3 clusters
  Score: Raw -202536.102309 + Penalty 2549.505609 = -199986.596699
  nChanged 75
		SP:Iteration 6Q (173320.670000 sec): 3 clusters
  Score: Raw -202590.164864 + Penalty 2549.505609 = -200040.659255
  nChanged 71
		SP:Iteration 7Q (173320.830000 sec): 3 clusters
  Score: Raw -202635.494198 + Penalty 2549.505609 = -200085.988589
  nChanged 54
		SP:Iteration 8Q (173320.990000 sec): 3 clusters
  Score: Raw -202670.921116 + Penalty 2549.505609 = -200121.415506
  nChanged 34
		SP:Iteration 9Q (173321.160000 sec): 3 clusters
  Score: Raw -202695.149529 + Penalty 2549.505609 = -200145.643920
  nChanged 29
		SP:Iteration 10Q (173321.320000 sec): 3 clusters
  Score: Raw -202711.578127 + Penalty 2549.505609 = -200162.072518
  nChanged 16
		SP:Iteration 11Q (173321.480000 sec): 3 clusters
  Score: Raw -202720.685764 + Penalty 2549.505609 = -200171.180155
  nChanged 13
		SP:Iteration 12Q (173321.650000 sec): 3 clusters
  Score: Raw -202725.624085 + Penalty 2549.505609 = -200176.118475
  nChanged 11
		SP:Iteration 13Q (173321.810000 sec): 3 clusters
  Score: Raw -202733.059436 + Penalty 2549.505609 = -200183.553827
  nChanged 13
		SP:Iteration 14Q (173321.990000 sec): 3 clusters
  Score: Raw -202741.073306 + Penalty 2549.505609 = -200191.567696
  nChanged 18
		SP:Iteration 15Q (173322.170000 sec): 3 clusters
  Score: Raw -202752.384032 + Penalty 2549.505609 = -200202.878423
  nChanged 19
		SP:Iteration 16Q (173322.340000 sec): 3 clusters
  Score: Raw -202763.884046 + Penalty 2549.505609 = -200214.378437
  nChanged 12
		SP:Iteration 17Q (173322.520000 sec): 3 clusters
  Score: Raw -202769.191804 + Penalty 2549.505609 = -200219.686194
  nChanged 10
		SP:Iteration 18Q (173322.570000 sec): 3 clusters
  Score: Raw -202774.455492 + Penalty 2549.505609 = -200224.949882
  nChanged 9
		SP:Iteration 19Q (173322.630000 sec): 3 clusters
  Score: Raw -202779.718269 + Penalty 2549.505609 = -200230.212659
  nChanged 6
		SP:Iteration 20F (173322.680000 sec): 3 clusters
  Score: Raw -202782.067937 + Penalty 2549.505609 = -200232.562328
  nChanged 1
		SP:Iteration 21Q (173322.730000 sec): 3 clusters
  Score: Raw -202782.616787 + Penalty 2549.505609 = -200233.111178
  nChanged 2
		SP:Iteration 22Q (173322.780000 sec): 3 clusters
  Score: Raw -202783.507622 + Penalty 2549.505609 = -200234.002013
  nChanged 4
		SP:Iteration 23Q (173322.830000 sec): 3 clusters
  Score: Raw -202785.911908 + Penalty 2549.505609 = -200236.406299
  nChanged 6
		SP:Iteration 24Q (173322.890000 sec): 3 clusters
  Score: Raw -202788.410309 + Penalty 2549.505609 = -200238.904699
  nChanged 4
		SP:Iteration 25Q (173322.940000 sec): 3 clusters
  Score: Raw -202790.629276 + Penalty 2549.505609 = -200241.123666
  nChanged 1
		SP:Iteration 26Q (173322.990000 sec): 3 clusters
  Score: Raw -202791.405907 + Penalty 2549.505609 = -200241.900297
  nChanged 1
		SP:Iteration 27Q (173323.040000 sec): 3 clusters
  Score: Raw -202791.591570 + Penalty 2549.505609 = -200242.085960
  nChanged 0
		SP:Iteration 28F (173323.090000 sec): 3 clusters
  Score: Raw -202791.591570 + Penalty 2549.505609 = -200242.085960
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173323.160000 sec): 2 clusters
  Score: Raw -211337.510594 + Penalty 1330.209966 = -210007.300628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173323.230000 sec): 3 clusters
  Score: Raw -209645.433913 + Penalty 2660.419931 = -206985.013981
  nChanged 1367
		SP:Iteration 1F (173323.310000 sec): 3 clusters
  Score: Raw -210654.845044 + Penalty 2660.419931 = -207994.425113
  nChanged 380
		SP:Iteration 2F (173323.380000 sec): 3 clusters
  Score: Raw -211083.313089 + Penalty 2660.419931 = -208422.893158
  nChanged 325
		SP:Iteration 3F (173323.450000 sec): 3 clusters
  Score: Raw -211423.939809 + Penalty 2660.419931 = -208763.519877
  nChanged 244
		SP:Iteration 4F (173323.520000 sec): 3 clusters
  Score: Raw -211641.852142 + Penalty 2660.419931 = -208981.432211
  nChanged 175
		SP:Iteration 5Q (173323.590000 sec): 3 clusters
  Score: Raw -211753.863262 + Penalty 2660.419931 = -209093.443331
  nChanged 98
		SP:Iteration 6Q (173323.670000 sec): 3 clusters
  Score: Raw -211812.641265 + Penalty 2660.419931 = -209152.221333
  nChanged 78
		SP:Iteration 7Q (173323.740000 sec): 3 clusters
  Score: Raw -211851.622717 + Penalty 2660.419931 = -209191.202786
  nChanged 60
		SP:Iteration 8Q (173323.810000 sec): 3 clusters
  Score: Raw -211875.109599 + Penalty 2660.419931 = -209214.689667
  nChanged 48
		SP:Iteration 9Q (173323.930000 sec): 3 clusters
  Score: Raw -211895.208723 + Penalty 2660.419931 = -209234.788792
  nChanged 38
		SP:Iteration 10Q (173324.080000 sec): 3 clusters
  Score: Raw -211910.704966 + Penalty 2660.419931 = -209250.285034
  nChanged 26
		SP:Iteration 11Q (173324.240000 sec): 3 clusters
  Score: Raw -211921.212190 + Penalty 2660.419931 = -209260.792258
  nChanged 18
		SP:Iteration 12Q (173324.400000 sec): 3 clusters
  Score: Raw -211926.600618 + Penalty 2660.419931 = -209266.180687
  nChanged 14
		SP:Iteration 13Q (173324.560000 sec): 3 clusters
  Score: Raw -211930.791493 + Penalty 2660.419931 = -209270.371561
  nChanged 11
		SP:Iteration 14Q (173324.720000 sec): 3 clusters
  Score: Raw -211934.533087 + Penalty 2660.419931 = -209274.113156
  nChanged 12
		SP:Iteration 15Q (173324.880000 sec): 3 clusters
  Score: Raw -211938.239372 + Penalty 2660.419931 = -209277.819441
  nChanged 6
		SP:Iteration 16Q (173325.040000 sec): 3 clusters
  Score: Raw -211939.798458 + Penalty 2660.419931 = -209279.378526
  nChanged 6
		SP:Iteration 17Q (173325.200000 sec): 3 clusters
  Score: Raw -211941.380517 + Penalty 2660.419931 = -209280.960585
  nChanged 6
		SP:Iteration 18Q (173325.360000 sec): 3 clusters
  Score: Raw -211943.059260 + Penalty 2660.419931 = -209282.639328
  nChanged 7
		SP:Iteration 19Q (173325.520000 sec): 3 clusters
  Score: Raw -211945.447334 + Penalty 2660.419931 = -209285.027403
  nChanged 9
		SP:Iteration 20F (173325.670000 sec): 3 clusters
  Score: Raw -211949.532431 + Penalty 2660.419931 = -209289.112499
  nChanged 12
		SP:Iteration 21Q (173325.830000 sec): 3 clusters
  Score: Raw -211952.967287 + Penalty 2660.419931 = -209292.547356
  nChanged 14
		SP:Iteration 22Q (173325.990000 sec): 3 clusters
  Score: Raw -211956.222056 + Penalty 2660.419931 = -209295.802124
  nChanged 7
		SP:Iteration 23Q (173326.160000 sec): 3 clusters
  Score: Raw -211958.062736 + Penalty 2660.419931 = -209297.642804
  nChanged 5
		SP:Iteration 24Q (173326.320000 sec): 3 clusters
  Score: Raw -211959.552287 + Penalty 2660.419931 = -209299.132355
  nChanged 4
		SP:Iteration 25Q (173326.470000 sec): 3 clusters
  Score: Raw -211960.561820 + Penalty 2660.419931 = -209300.141889
  nChanged 6
		SP:Iteration 26Q (173326.630000 sec): 3 clusters
  Score: Raw -211961.777305 + Penalty 2660.419931 = -209301.357373
  nChanged 8
		SP:Iteration 27Q (173326.790000 sec): 3 clusters
  Score: Raw -211964.328155 + Penalty 2660.419931 = -209303.908224
  nChanged 6
		SP:Iteration 28Q (173326.950000 sec): 3 clusters
  Score: Raw -211966.498561 + Penalty 2660.419931 = -209306.078629
  nChanged 4
		SP:Iteration 29Q (173327.140000 sec): 3 clusters
  Score: Raw -211967.159838 + Penalty 2660.419931 = -209306.739907
  nChanged 2
		SP:Iteration 30Q (173327.290000 sec): 3 clusters
  Score: Raw -211967.486890 + Penalty 2660.419931 = -209307.066959
  nChanged 2
		SP:Iteration 31Q (173327.440000 sec): 3 clusters
  Score: Raw -211967.729276 + Penalty 2660.419931 = -209307.309345
  nChanged 3
		SP:Iteration 32Q (173327.580000 sec): 3 clusters
  Score: Raw -211968.287608 + Penalty 2660.419931 = -209307.867676
  nChanged 4
		SP:Iteration 33Q (173327.730000 sec): 3 clusters
  Score: Raw -211969.097184 + Penalty 2660.419931 = -209308.677253
  nChanged 2
		SP:Iteration 34Q (173327.870000 sec): 3 clusters
  Score: Raw -211969.255731 + Penalty 2660.419931 = -209308.835800
  nChanged 0
		SP:Iteration 35F (173328.020000 sec): 3 clusters
  Score: Raw -211969.255731 + Penalty 2660.419931 = -209308.835800
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173328.090000 sec): 2 clusters
  Score: Raw -235514.935141 + Penalty 1273.666699 = -234241.268442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173328.250000 sec): 3 clusters
  Score: Raw -234440.554543 + Penalty 2547.333398 = -231893.221145
  nChanged 921
		SP:Iteration 1F (173328.410000 sec): 3 clusters
  Score: Raw -235196.515898 + Penalty 2547.333398 = -232649.182500
  nChanged 267
		SP:Iteration 2F (173328.570000 sec): 3 clusters
  Score: Raw -235464.290175 + Penalty 2547.333398 = -232916.956777
  nChanged 197
		SP:Iteration 3F (173328.720000 sec): 3 clusters
  Score: Raw -235677.636632 + Penalty 2547.333398 = -233130.303234
  nChanged 172
		SP:Iteration 4F (173328.880000 sec): 3 clusters
  Score: Raw -235828.703263 + Penalty 2547.333398 = -233281.369866
  nChanged 121
		SP:Iteration 5Q (173329.040000 sec): 3 clusters
  Score: Raw -235943.290385 + Penalty 2547.333398 = -233395.956988
  nChanged 88
		SP:Iteration 6Q (173329.200000 sec): 3 clusters
  Score: Raw -236029.876379 + Penalty 2547.333398 = -233482.542981
  nChanged 75
		SP:Iteration 7Q (173329.360000 sec): 3 clusters
  Score: Raw -236081.814305 + Penalty 2547.333398 = -233534.480908
  nChanged 52
		SP:Iteration 8Q (173329.510000 sec): 3 clusters
  Score: Raw -236110.711797 + Penalty 2547.333398 = -233563.378400
  nChanged 38
		SP:Iteration 9Q (173329.670000 sec): 3 clusters
  Score: Raw -236133.583968 + Penalty 2547.333398 = -233586.250570
  nChanged 26
		SP:Iteration 10Q (173329.830000 sec): 3 clusters
  Score: Raw -236147.253680 + Penalty 2547.333398 = -233599.920283
  nChanged 22
		SP:Iteration 11Q (173329.990000 sec): 3 clusters
  Score: Raw -236159.731920 + Penalty 2547.333398 = -233612.398522
  nChanged 13
		SP:Iteration 12Q (173330.150000 sec): 3 clusters
  Score: Raw -236167.839502 + Penalty 2547.333398 = -233620.506104
  nChanged 14
		SP:Iteration 13Q (173330.310000 sec): 3 clusters
  Score: Raw -236173.653074 + Penalty 2547.333398 = -233626.319676
  nChanged 9
		SP:Iteration 14Q (173330.460000 sec): 3 clusters
  Score: Raw -236178.489130 + Penalty 2547.333398 = -233631.155733
  nChanged 6
		SP:Iteration 15Q (173330.620000 sec): 3 clusters
  Score: Raw -236184.634078 + Penalty 2547.333398 = -233637.300680
  nChanged 8
		SP:Iteration 16Q (173330.780000 sec): 3 clusters
  Score: Raw -236187.835788 + Penalty 2547.333398 = -233640.502391
  nChanged 8
		SP:Iteration 17Q (173330.930000 sec): 3 clusters
  Score: Raw -236189.716217 + Penalty 2547.333398 = -233642.382820
  nChanged 2
		SP:Iteration 18Q (173331.090000 sec): 3 clusters
  Score: Raw -236190.519355 + Penalty 2547.333398 = -233643.185957
  nChanged 2
		SP:Iteration 19Q (173331.250000 sec): 3 clusters
  Score: Raw -236191.383035 + Penalty 2547.333398 = -233644.049638
  nChanged 2
		SP:Iteration 20F (173331.410000 sec): 3 clusters
  Score: Raw -236191.934841 + Penalty 2547.333398 = -233644.601443
  nChanged 1
		SP:Iteration 21Q (173331.570000 sec): 3 clusters
  Score: Raw -236192.284653 + Penalty 2547.333398 = -233644.951255
  nChanged 1
		SP:Iteration 22Q (173331.720000 sec): 3 clusters
  Score: Raw -236192.614283 + Penalty 2547.333398 = -233645.280885
  nChanged 3
		SP:Iteration 23Q (173331.880000 sec): 3 clusters
  Score: Raw -236193.299216 + Penalty 2547.333398 = -233645.965818
  nChanged 3
		SP:Iteration 24Q (173332.040000 sec): 3 clusters
  Score: Raw -236194.336819 + Penalty 2547.333398 = -233647.003421
  nChanged 2
		SP:Iteration 25Q (173332.200000 sec): 3 clusters
  Score: Raw -236194.780245 + Penalty 2547.333398 = -233647.446848
  nChanged 1
		SP:Iteration 26Q (173332.360000 sec): 3 clusters
  Score: Raw -236195.235449 + Penalty 2547.333398 = -233647.902052
  nChanged 3
		SP:Iteration 27Q (173332.510000 sec): 3 clusters
  Score: Raw -236196.298607 + Penalty 2547.333398 = -233648.965209
  nChanged 1
		SP:Iteration 28Q (173332.670000 sec): 3 clusters
  Score: Raw -236196.915098 + Penalty 2547.333398 = -233649.581701
  nChanged 2
		SP:Iteration 29Q (173332.830000 sec): 3 clusters
  Score: Raw -236197.690365 + Penalty 2547.333398 = -233650.356967
  nChanged 1
		SP:Iteration 30Q (173333.030000 sec): 3 clusters
  Score: Raw -236197.965126 + Penalty 2547.333398 = -233650.631728
  nChanged 0
		SP:Iteration 31F (173333.190000 sec): 3 clusters
  Score: Raw -236197.965126 + Penalty 2547.333398 = -233650.631728
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (11376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173333.330000 sec): 2 clusters
  Score: Raw -989446.331956 + Penalty 1517.629937 = -987928.702019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173333.610000 sec): 3 clusters
  Score: Raw -982929.176170 + Penalty 3035.259874 = -979893.916296
  nChanged 4993
		SP:Iteration 1F (173333.810000 sec): 3 clusters
  Score: Raw -985994.101197 + Penalty 3035.259874 = -982958.841322
  nChanged 916
		SP:Iteration 2F (173334.030000 sec): 3 clusters
  Score: Raw -986618.663566 + Penalty 3035.259874 = -983583.403692
  nChanged 837
		SP:Iteration 3F (173334.260000 sec): 3 clusters
  Score: Raw -987192.458985 + Penalty 3035.259874 = -984157.199110
  nChanged 721
		SP:Iteration 4F (173334.490000 sec): 3 clusters
  Score: Raw -987726.971864 + Penalty 3035.259874 = -984691.711989
  nChanged 662
		SP:Iteration 5F (173334.690000 sec): 3 clusters
  Score: Raw -988168.767779 + Penalty 3035.259874 = -985133.507905
  nChanged 578
		SP:Iteration 6F (173334.920000 sec): 3 clusters
  Score: Raw -988498.135732 + Penalty 3035.259874 = -985462.875857
  nChanged 464
		SP:Iteration 7Q (173335.180000 sec): 3 clusters
  Score: Raw -988713.981603 + Penalty 3035.259874 = -985678.721729
  nChanged 374
		SP:Iteration 8Q (173335.430000 sec): 3 clusters
  Score: Raw -988873.268981 + Penalty 3035.259874 = -985838.009107
  nChanged 293
		SP:Iteration 9Q (173335.650000 sec): 3 clusters
  Score: Raw -988986.058653 + Penalty 3035.259874 = -985950.798779
  nChanged 250
		SP:Iteration 10Q (173335.900000 sec): 3 clusters
  Score: Raw -989076.372638 + Penalty 3035.259874 = -986041.112763
  nChanged 211
		SP:Iteration 11Q (173336.130000 sec): 3 clusters
  Score: Raw -989147.475931 + Penalty 3035.259874 = -986112.216056
  nChanged 200
		SP:Iteration 12Q (173336.310000 sec): 3 clusters
  Score: Raw -989208.704511 + Penalty 3035.259874 = -986173.444636
  nChanged 164
		SP:Iteration 13Q (173336.570000 sec): 3 clusters
  Score: Raw -989258.813259 + Penalty 3035.259874 = -986223.553385
  nChanged 149
		SP:Iteration 14Q (173336.730000 sec): 3 clusters
  Score: Raw -989314.324579 + Penalty 3035.259874 = -986279.064704
  nChanged 154
		SP:Iteration 15Q (173336.950000 sec): 3 clusters
  Score: Raw -989360.878155 + Penalty 3035.259874 = -986325.618281
  nChanged 129
		SP:Iteration 16Q (173337.230000 sec): 3 clusters
  Score: Raw -989400.071816 + Penalty 3035.259874 = -986364.811942
  nChanged 124
		SP:Iteration 17Q (173337.370000 sec): 3 clusters
  Score: Raw -989435.371557 + Penalty 3035.259874 = -986400.111683
  nChanged 113
		SP:Iteration 18Q (173337.590000 sec): 3 clusters
  Score: Raw -989468.924201 + Penalty 3035.259874 = -986433.664327
  nChanged 99
		SP:Iteration 19Q (173337.860000 sec): 3 clusters
  Score: Raw -989498.893064 + Penalty 3035.259874 = -986463.633190
  nChanged 95
		SP:Iteration 20F (173338.050000 sec): 3 clusters
  Score: Raw -989527.319205 + Penalty 3035.259874 = -986492.059331
  nChanged 102
		SP:Iteration 21Q (173338.310000 sec): 3 clusters
  Score: Raw -989558.674967 + Penalty 3035.259874 = -986523.415093
  nChanged 104
		SP:Iteration 22Q (173338.520000 sec): 3 clusters
  Score: Raw -989591.257621 + Penalty 3035.259874 = -986555.997747
  nChanged 105
		SP:Iteration 23Q (173338.750000 sec): 3 clusters
  Score: Raw -989627.759643 + Penalty 3035.259874 = -986592.499768
  nChanged 98
		SP:Iteration 24Q (173339.000000 sec): 3 clusters
  Score: Raw -989659.680024 + Penalty 3035.259874 = -986624.420150
  nChanged 91
		SP:Iteration 25Q (173339.160000 sec): 3 clusters
  Score: Raw -989683.968140 + Penalty 3035.259874 = -986648.708265
  nChanged 69
		SP:Iteration 26Q (173339.380000 sec): 3 clusters
  Score: Raw -989703.162792 + Penalty 3035.259874 = -986667.902917
  nChanged 72
		SP:Iteration 27Q (173339.600000 sec): 3 clusters
  Score: Raw -989728.048339 + Penalty 3035.259874 = -986692.788465
  nChanged 82
		SP:Iteration 28Q (173339.800000 sec): 3 clusters
  Score: Raw -989756.583459 + Penalty 3035.259874 = -986721.323585
  nChanged 96
		SP:Iteration 29Q (173339.990000 sec): 3 clusters
  Score: Raw -989784.535993 + Penalty 3035.259874 = -986749.276119
  nChanged 87
		SP:Iteration 30Q (173340.270000 sec): 3 clusters
  Score: Raw -989814.160169 + Penalty 3035.259874 = -986778.900295
  nChanged 82
		SP:Iteration 31Q (173340.430000 sec): 3 clusters
  Score: Raw -989836.399068 + Penalty 3035.259874 = -986801.139194
  nChanged 76
		SP:Iteration 32Q (173340.690000 sec): 3 clusters
  Score: Raw -989857.269813 + Penalty 3035.259874 = -986822.009939
  nChanged 80
		SP:Iteration 33Q (173340.880000 sec): 3 clusters
  Score: Raw -989880.353612 + Penalty 3035.259874 = -986845.093738
  nChanged 75
		SP:Iteration 34Q (173341.100000 sec): 3 clusters
  Score: Raw -989899.006962 + Penalty 3035.259874 = -986863.747087
  nChanged 62
		SP:Iteration 35Q (173341.310000 sec): 3 clusters
  Score: Raw -989912.754709 + Penalty 3035.259874 = -986877.494834
  nChanged 61
		SP:Iteration 36Q (173341.550000 sec): 3 clusters
  Score: Raw -989928.641093 + Penalty 3035.259874 = -986893.381218
  nChanged 47
		SP:Iteration 37Q (173341.750000 sec): 3 clusters
  Score: Raw -989937.957272 + Penalty 3035.259874 = -986902.697398
  nChanged 43
		SP:Iteration 38Q (173341.940000 sec): 3 clusters
  Score: Raw -989944.150342 + Penalty 3035.259874 = -986908.890467
  nChanged 28
		SP:Iteration 39Q (173342.150000 sec): 3 clusters
  Score: Raw -989949.151578 + Penalty 3035.259874 = -986913.891704
  nChanged 32
		SP:Iteration 40F (173342.380000 sec): 3 clusters
  Score: Raw -989955.784555 + Penalty 3035.259874 = -986920.524681
  nChanged 37
		SP:Iteration 41Q (173342.560000 sec): 3 clusters
  Score: Raw -989964.135954 + Penalty 3035.259874 = -986928.876080
  nChanged 49
		SP:Iteration 42Q (173342.830000 sec): 3 clusters
  Score: Raw -989976.927393 + Penalty 3035.259874 = -986941.667518
  nChanged 53
		SP:Iteration 43Q (173343.040000 sec): 3 clusters
  Score: Raw -989992.210146 + Penalty 3035.259874 = -986956.950272
  nChanged 51
		SP:Iteration 44Q (173343.240000 sec): 3 clusters
  Score: Raw -990004.114320 + Penalty 3035.259874 = -986968.854445
  nChanged 45
		SP:Iteration 45Q (173343.440000 sec): 3 clusters
  Score: Raw -990013.856918 + Penalty 3035.259874 = -986978.597044
  nChanged 39
		SP:Iteration 46Q (173343.690000 sec): 3 clusters
  Score: Raw -990022.339386 + Penalty 3035.259874 = -986987.079512
  nChanged 48
		SP:Iteration 47Q (173343.920000 sec): 3 clusters
  Score: Raw -990031.227314 + Penalty 3035.259874 = -986995.967440
  nChanged 39
		SP:Iteration 48Q (173344.070000 sec): 3 clusters
  Score: Raw -990038.231160 + Penalty 3035.259874 = -987002.971285
  nChanged 37
		SP:Iteration 49Q (173344.260000 sec): 3 clusters
  Score: Raw -990044.421931 + Penalty 3035.259874 = -987009.162056
  nChanged 30
		SP:Iteration 50Q (173344.500000 sec): 3 clusters
  Score: Raw -990049.872560 + Penalty 3035.259874 = -987014.612686
  nChanged 29
		SP:Iteration 51Q (173344.680000 sec): 3 clusters
  Score: Raw -990056.727562 + Penalty 3035.259874 = -987021.467688
  nChanged 27
		SP:Iteration 52Q (173344.870000 sec): 3 clusters
  Score: Raw -990060.955325 + Penalty 3035.259874 = -987025.695450
  nChanged 15
		SP:Iteration 53Q (173345.060000 sec): 3 clusters
  Score: Raw -990063.354636 + Penalty 3035.259874 = -987028.094761
  nChanged 13
		SP:Iteration 54Q (173345.270000 sec): 3 clusters
  Score: Raw -990065.058001 + Penalty 3035.259874 = -987029.798127
  nChanged 16
		SP:Iteration 55Q (173345.460000 sec): 3 clusters
  Score: Raw -990067.933966 + Penalty 3035.259874 = -987032.674092
  nChanged 15
		SP:Iteration 56Q (173345.650000 sec): 3 clusters
  Score: Raw -990070.603887 + Penalty 3035.259874 = -987035.344012
  nChanged 15
		SP:Iteration 57Q (173345.840000 sec): 3 clusters
  Score: Raw -990072.528373 + Penalty 3035.259874 = -987037.268498
  nChanged 10
		SP:Iteration 58Q (173346.020000 sec): 3 clusters
  Score: Raw -990073.705662 + Penalty 3035.259874 = -987038.445788
  nChanged 7
		SP:Iteration 59Q (173346.220000 sec): 3 clusters
  Score: Raw -990074.547680 + Penalty 3035.259874 = -987039.287805
  nChanged 10
		SP:Iteration 60F (173346.420000 sec): 3 clusters
  Score: Raw -990075.632368 + Penalty 3035.259874 = -987040.372493
  nChanged 7
		SP:Iteration 61Q (173346.600000 sec): 3 clusters
  Score: Raw -990076.709234 + Penalty 3035.259874 = -987041.449360
  nChanged 8
		SP:Iteration 62Q (173346.780000 sec): 3 clusters
  Score: Raw -990077.971779 + Penalty 3035.259874 = -987042.711904
  nChanged 9
		SP:Iteration 63Q (173347.000000 sec): 3 clusters
  Score: Raw -990079.377040 + Penalty 3035.259874 = -987044.117166
  nChanged 13
		SP:Iteration 64Q (173347.220000 sec): 3 clusters
  Score: Raw -990081.291117 + Penalty 3035.259874 = -987046.031242
  nChanged 12
		SP:Iteration 65Q (173347.390000 sec): 3 clusters
  Score: Raw -990083.109853 + Penalty 3035.259874 = -987047.849978
  nChanged 12
		SP:Iteration 66Q (173347.570000 sec): 3 clusters
  Score: Raw -990085.061515 + Penalty 3035.259874 = -987049.801640
  nChanged 15
		SP:Iteration 67Q (173347.830000 sec): 3 clusters
  Score: Raw -990086.902843 + Penalty 3035.259874 = -987051.642969
  nChanged 11
		SP:Iteration 68Q (173347.980000 sec): 3 clusters
  Score: Raw -990088.066778 + Penalty 3035.259874 = -987052.806904
  nChanged 6
		SP:Iteration 69Q (173348.160000 sec): 3 clusters
  Score: Raw -990089.032825 + Penalty 3035.259874 = -987053.772950
  nChanged 9
		SP:Iteration 70Q (173348.360000 sec): 3 clusters
  Score: Raw -990089.936329 + Penalty 3035.259874 = -987054.676455
  nChanged 9
		SP:Iteration 71Q (173348.640000 sec): 3 clusters
  Score: Raw -990090.966381 + Penalty 3035.259874 = -987055.706507
  nChanged 6
		SP:Iteration 72Q (173348.790000 sec): 3 clusters
  Score: Raw -990091.820891 + Penalty 3035.259874 = -987056.561017
  nChanged 6
		SP:Iteration 73Q (173348.990000 sec): 3 clusters
  Score: Raw -990092.627230 + Penalty 3035.259874 = -987057.367356
  nChanged 7
		SP:Iteration 74Q (173349.190000 sec): 3 clusters
  Score: Raw -990093.527688 + Penalty 3035.259874 = -987058.267813
  nChanged 3
		SP:Iteration 75Q (173349.420000 sec): 3 clusters
  Score: Raw -990093.915722 + Penalty 3035.259874 = -987058.655848
  nChanged 5
		SP:Iteration 76Q (173349.590000 sec): 3 clusters
  Score: Raw -990094.374331 + Penalty 3035.259874 = -987059.114456
  nChanged 2
		SP:Iteration 77Q (173349.780000 sec): 3 clusters
  Score: Raw -990094.842694 + Penalty 3035.259874 = -987059.582819
  nChanged 2
		SP:Iteration 78Q (173349.990000 sec): 3 clusters
  Score: Raw -990095.106662 + Penalty 3035.259874 = -987059.846787
  nChanged 2
		SP:Iteration 79Q (173350.220000 sec): 3 clusters
  Score: Raw -990095.312716 + Penalty 3035.259874 = -987060.052842
  nChanged 0
		SP:Iteration 80F (173350.470000 sec): 3 clusters
  Score: Raw -990095.312716 + Penalty 3035.259874 = -987060.052842
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (3340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173350.590000 sec): 2 clusters
  Score: Raw -270726.790513 + Penalty 1318.480489 = -269408.310024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173350.730000 sec): 3 clusters
  Score: Raw -269114.370395 + Penalty 2636.960978 = -266477.409417
  nChanged 1330
		SP:Iteration 1F (173350.880000 sec): 3 clusters
  Score: Raw -270111.772179 + Penalty 2636.960978 = -267474.811201
  nChanged 343
		SP:Iteration 2F (173351.040000 sec): 3 clusters
  Score: Raw -270432.554463 + Penalty 2636.960978 = -267795.593485
  nChanged 251
		SP:Iteration 3F (173351.200000 sec): 3 clusters
  Score: Raw -270654.605960 + Penalty 2636.960978 = -268017.644983
  nChanged 197
		SP:Iteration 4F (173351.360000 sec): 3 clusters
  Score: Raw -270815.940690 + Penalty 2636.960978 = -268178.979712
  nChanged 140
		SP:Iteration 5Q (173351.520000 sec): 3 clusters
  Score: Raw -270906.291796 + Penalty 2636.960978 = -268269.330818
  nChanged 110
		SP:Iteration 6Q (173351.680000 sec): 3 clusters
  Score: Raw -270975.645102 + Penalty 2636.960978 = -268338.684124
  nChanged 85
		SP:Iteration 7Q (173351.840000 sec): 3 clusters
  Score: Raw -271017.786629 + Penalty 2636.960978 = -268380.825651
  nChanged 54
		SP:Iteration 8Q (173352.000000 sec): 3 clusters
  Score: Raw -271042.376399 + Penalty 2636.960978 = -268405.415421
  nChanged 39
		SP:Iteration 9Q (173352.160000 sec): 3 clusters
  Score: Raw -271059.159123 + Penalty 2636.960978 = -268422.198145
  nChanged 34
		SP:Iteration 10Q (173352.310000 sec): 3 clusters
  Score: Raw -271071.070809 + Penalty 2636.960978 = -268434.109831
  nChanged 25
		SP:Iteration 11Q (173352.470000 sec): 3 clusters
  Score: Raw -271081.019902 + Penalty 2636.960978 = -268444.058924
  nChanged 20
		SP:Iteration 12Q (173352.630000 sec): 3 clusters
  Score: Raw -271087.705111 + Penalty 2636.960978 = -268450.744133
  nChanged 17
		SP:Iteration 13Q (173352.790000 sec): 3 clusters
  Score: Raw -271093.390247 + Penalty 2636.960978 = -268456.429269
  nChanged 10
		SP:Iteration 14Q (173352.950000 sec): 3 clusters
  Score: Raw -271096.711516 + Penalty 2636.960978 = -268459.750538
  nChanged 13
		SP:Iteration 15Q (173353.110000 sec): 3 clusters
  Score: Raw -271099.817985 + Penalty 2636.960978 = -268462.857007
  nChanged 6
		SP:Iteration 16Q (173353.270000 sec): 3 clusters
  Score: Raw -271101.936952 + Penalty 2636.960978 = -268464.975974
  nChanged 8
		SP:Iteration 17Q (173353.430000 sec): 3 clusters
  Score: Raw -271104.840223 + Penalty 2636.960978 = -268467.879245
  nChanged 6
		SP:Iteration 18Q (173353.590000 sec): 3 clusters
  Score: Raw -271106.189191 + Penalty 2636.960978 = -268469.228213
  nChanged 1
		SP:Iteration 19Q (173353.750000 sec): 3 clusters
  Score: Raw -271106.278621 + Penalty 2636.960978 = -268469.317643
  nChanged 0
		SP:Iteration 20F (173353.910000 sec): 3 clusters
  Score: Raw -271106.278621 + Penalty 2636.960978 = -268469.317643
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (2075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173354.020000 sec): 2 clusters
  Score: Raw -193774.293494 + Penalty 1241.128920 = -192533.164574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173354.160000 sec): 3 clusters
  Score: Raw -192867.832869 + Penalty 2482.257841 = -190385.575028
  nChanged 759
		SP:Iteration 1F (173354.310000 sec): 3 clusters
  Score: Raw -193412.433840 + Penalty 2482.257841 = -190930.176000
  nChanged 182
		SP:Iteration 2F (173354.460000 sec): 3 clusters
  Score: Raw -193557.370172 + Penalty 2482.257841 = -191075.112331
  nChanged 102
		SP:Iteration 3Q (173354.600000 sec): 3 clusters
  Score: Raw -193630.220261 + Penalty 2482.257841 = -191147.962421
  nChanged 60
		SP:Iteration 4Q (173354.750000 sec): 3 clusters
  Score: Raw -193669.329893 + Penalty 2482.257841 = -191187.072052
  nChanged 43
		SP:Iteration 5Q (173354.920000 sec): 3 clusters
  Score: Raw -193695.769558 + Penalty 2482.257841 = -191213.511718
  nChanged 32
		SP:Iteration 6Q (173355.030000 sec): 3 clusters
  Score: Raw -193714.426944 + Penalty 2482.257841 = -191232.169103
  nChanged 34
		SP:Iteration 7Q (173355.180000 sec): 3 clusters
  Score: Raw -193732.256300 + Penalty 2482.257841 = -191249.998460
  nChanged 21
		SP:Iteration 8Q (173355.340000 sec): 3 clusters
  Score: Raw -193741.990688 + Penalty 2482.257841 = -191259.732848
  nChanged 18
		SP:Iteration 9Q (173355.500000 sec): 3 clusters
  Score: Raw -193750.261423 + Penalty 2482.257841 = -191268.003582
  nChanged 10
		SP:Iteration 10Q (173355.650000 sec): 3 clusters
  Score: Raw -193754.729772 + Penalty 2482.257841 = -191272.471931
  nChanged 12
		SP:Iteration 11Q (173355.800000 sec): 3 clusters
  Score: Raw -193760.019399 + Penalty 2482.257841 = -191277.761559
  nChanged 10
		SP:Iteration 12Q (173355.960000 sec): 3 clusters
  Score: Raw -193764.513266 + Penalty 2482.257841 = -191282.255425
  nChanged 12
		SP:Iteration 13Q (173356.110000 sec): 3 clusters
  Score: Raw -193770.184614 + Penalty 2482.257841 = -191287.926773
  nChanged 10
		SP:Iteration 14Q (173356.270000 sec): 3 clusters
  Score: Raw -193774.215514 + Penalty 2482.257841 = -191291.957673
  nChanged 6
		SP:Iteration 15Q (173356.420000 sec): 3 clusters
  Score: Raw -193776.365838 + Penalty 2482.257841 = -191294.107997
  nChanged 5
		SP:Iteration 16Q (173356.580000 sec): 3 clusters
  Score: Raw -193778.620440 + Penalty 2482.257841 = -191296.362600
  nChanged 5
		SP:Iteration 17Q (173356.730000 sec): 3 clusters
  Score: Raw -193781.731444 + Penalty 2482.257841 = -191299.473604
  nChanged 7
		SP:Iteration 18Q (173356.890000 sec): 3 clusters
  Score: Raw -193786.478422 + Penalty 2482.257841 = -191304.220581
  nChanged 8
		SP:Iteration 19Q (173357.040000 sec): 3 clusters
  Score: Raw -193791.255229 + Penalty 2482.257841 = -191308.997389
  nChanged 7
		SP:Iteration 20F (173357.200000 sec): 3 clusters
  Score: Raw -193796.479986 + Penalty 2482.257841 = -191314.222145
  nChanged 8
		SP:Iteration 21Q (173357.350000 sec): 3 clusters
  Score: Raw -193801.495226 + Penalty 2482.257841 = -191319.237385
  nChanged 12
		SP:Iteration 22Q (173357.510000 sec): 3 clusters
  Score: Raw -193808.656779 + Penalty 2482.257841 = -191326.398939
  nChanged 9
		SP:Iteration 23Q (173357.660000 sec): 3 clusters
  Score: Raw -193812.906885 + Penalty 2482.257841 = -191330.649044
  nChanged 8
		SP:Iteration 24Q (173357.820000 sec): 3 clusters
  Score: Raw -193816.207978 + Penalty 2482.257841 = -191333.950138
  nChanged 11
		SP:Iteration 25Q (173357.970000 sec): 3 clusters
  Score: Raw -193823.025276 + Penalty 2482.257841 = -191340.767435
  nChanged 8
		SP:Iteration 26Q (173358.120000 sec): 3 clusters
  Score: Raw -193827.307230 + Penalty 2482.257841 = -191345.049389
  nChanged 10
		SP:Iteration 27Q (173358.280000 sec): 3 clusters
  Score: Raw -193832.543912 + Penalty 2482.257841 = -191350.286071
  nChanged 12
		SP:Iteration 28Q (173358.430000 sec): 3 clusters
  Score: Raw -193839.110314 + Penalty 2482.257841 = -191356.852474
  nChanged 10
		SP:Iteration 29Q (173358.590000 sec): 3 clusters
  Score: Raw -193844.546740 + Penalty 2482.257841 = -191362.288899
  nChanged 9
		SP:Iteration 30Q (173358.740000 sec): 3 clusters
  Score: Raw -193847.151525 + Penalty 2482.257841 = -191364.893684
  nChanged 4
		SP:Iteration 31Q (173358.900000 sec): 3 clusters
  Score: Raw -193849.165448 + Penalty 2482.257841 = -191366.907607
  nChanged 5
		SP:Iteration 32Q (173359.060000 sec): 3 clusters
  Score: Raw -193853.718507 + Penalty 2482.257841 = -191371.460666
  nChanged 8
		SP:Iteration 33Q (173359.220000 sec): 3 clusters
  Score: Raw -193859.180238 + Penalty 2482.257841 = -191376.922398
  nChanged 7
		SP:Iteration 34Q (173359.380000 sec): 3 clusters
  Score: Raw -193863.265979 + Penalty 2482.257841 = -191381.008138
  nChanged 13
		SP:Iteration 35Q (173359.530000 sec): 3 clusters
  Score: Raw -193870.109234 + Penalty 2482.257841 = -191387.851393
  nChanged 4
		SP:Iteration 36Q (173359.690000 sec): 3 clusters
  Score: Raw -193872.384667 + Penalty 2482.257841 = -191390.126827
  nChanged 4
		SP:Iteration 37Q (173359.850000 sec): 3 clusters
  Score: Raw -193875.620057 + Penalty 2482.257841 = -191393.362216
  nChanged 5
		SP:Iteration 38Q (173360.010000 sec): 3 clusters
  Score: Raw -193879.212677 + Penalty 2482.257841 = -191396.954836
  nChanged 7
		SP:Iteration 39Q (173360.170000 sec): 3 clusters
  Score: Raw -193881.146574 + Penalty 2482.257841 = -191398.888734
  nChanged 6
		SP:Iteration 40F (173360.330000 sec): 3 clusters
  Score: Raw -193883.048630 + Penalty 2482.257841 = -191400.790790
  nChanged 5
		SP:Iteration 41Q (173360.490000 sec): 3 clusters
  Score: Raw -193885.020725 + Penalty 2482.257841 = -191402.762884
  nChanged 7
		SP:Iteration 42Q (173360.650000 sec): 3 clusters
  Score: Raw -193887.770106 + Penalty 2482.257841 = -191405.512265
  nChanged 5
		SP:Iteration 43Q (173360.810000 sec): 3 clusters
  Score: Raw -193889.847512 + Penalty 2482.257841 = -191407.589671
  nChanged 3
		SP:Iteration 44Q (173360.960000 sec): 3 clusters
  Score: Raw -193891.528050 + Penalty 2482.257841 = -191409.270210
  nChanged 4
		SP:Iteration 45Q (173361.120000 sec): 3 clusters
  Score: Raw -193892.751920 + Penalty 2482.257841 = -191410.494079
  nChanged 4
		SP:Iteration 46Q (173361.280000 sec): 3 clusters
  Score: Raw -193893.984164 + Penalty 2482.257841 = -191411.726324
  nChanged 1
		SP:Iteration 47Q (173361.440000 sec): 3 clusters
  Score: Raw -193894.078457 + Penalty 2482.257841 = -191411.820617
  nChanged 0
		SP:Iteration 48F (173361.600000 sec): 3 clusters
  Score: Raw -193894.078457 + Penalty 2482.257841 = -191411.820617
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (4816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173361.730000 sec): 2 clusters
  Score: Raw -376031.800705 + Penalty 1377.951085 = -374653.849620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173361.860000 sec): 3 clusters
  Score: Raw -373598.206979 + Penalty 2755.902171 = -370842.304808
  nChanged 1910
		SP:Iteration 1F (173362.050000 sec): 3 clusters
  Score: Raw -374696.807320 + Penalty 2755.902171 = -371940.905149
  nChanged 380
		SP:Iteration 2F (173362.210000 sec): 3 clusters
  Score: Raw -374980.072902 + Penalty 2755.902171 = -372224.170731
  nChanged 324
		SP:Iteration 3F (173362.370000 sec): 3 clusters
  Score: Raw -375211.601844 + Penalty 2755.902171 = -372455.699673
  nChanged 286
		SP:Iteration 4F (173362.530000 sec): 3 clusters
  Score: Raw -375405.643539 + Penalty 2755.902171 = -372649.741369
  nChanged 241
		SP:Iteration 5F (173362.720000 sec): 3 clusters
  Score: Raw -375573.593901 + Penalty 2755.902171 = -372817.691730
  nChanged 227
		SP:Iteration 6Q (173362.870000 sec): 3 clusters
  Score: Raw -375725.891215 + Penalty 2755.902171 = -372969.989044
  nChanged 199
		SP:Iteration 7Q (173363.000000 sec): 3 clusters
  Score: Raw -375855.104986 + Penalty 2755.902171 = -373099.202815
  nChanged 163
		SP:Iteration 8Q (173363.150000 sec): 3 clusters
  Score: Raw -375959.871480 + Penalty 2755.902171 = -373203.969309
  nChanged 131
		SP:Iteration 9Q (173363.290000 sec): 3 clusters
  Score: Raw -376041.424084 + Penalty 2755.902171 = -373285.521914
  nChanged 119
		SP:Iteration 10Q (173363.430000 sec): 3 clusters
  Score: Raw -376114.844772 + Penalty 2755.902171 = -373358.942601
  nChanged 100
		SP:Iteration 11Q (173363.580000 sec): 3 clusters
  Score: Raw -376176.065821 + Penalty 2755.902171 = -373420.163651
  nChanged 82
		SP:Iteration 12Q (173363.720000 sec): 3 clusters
  Score: Raw -376227.431926 + Penalty 2755.902171 = -373471.529755
  nChanged 64
		SP:Iteration 13Q (173363.870000 sec): 3 clusters
  Score: Raw -376267.587403 + Penalty 2755.902171 = -373511.685232
  nChanged 66
		SP:Iteration 14Q (173364.070000 sec): 3 clusters
  Score: Raw -376299.773338 + Penalty 2755.902171 = -373543.871167
  nChanged 56
		SP:Iteration 15Q (173364.200000 sec): 3 clusters
  Score: Raw -376331.108462 + Penalty 2755.902171 = -373575.206291
  nChanged 57
		SP:Iteration 16Q (173364.330000 sec): 3 clusters
  Score: Raw -376364.878087 + Penalty 2755.902171 = -373608.975916
  nChanged 58
		SP:Iteration 17Q (173364.470000 sec): 3 clusters
  Score: Raw -376403.362998 + Penalty 2755.902171 = -373647.460827
  nChanged 65
		SP:Iteration 18Q (173364.610000 sec): 3 clusters
  Score: Raw -376449.641456 + Penalty 2755.902171 = -373693.739285
  nChanged 57
		SP:Iteration 19Q (173364.760000 sec): 3 clusters
  Score: Raw -376492.555210 + Penalty 2755.902171 = -373736.653039
  nChanged 64
		SP:Iteration 20F (173364.900000 sec): 3 clusters
  Score: Raw -376536.732436 + Penalty 2755.902171 = -373780.830265
  nChanged 64
		SP:Iteration 21Q (173365.090000 sec): 3 clusters
  Score: Raw -376582.383401 + Penalty 2755.902171 = -373826.481230
  nChanged 65
		SP:Iteration 22Q (173365.230000 sec): 3 clusters
  Score: Raw -376624.935886 + Penalty 2755.902171 = -373869.033716
  nChanged 61
		SP:Iteration 23Q (173365.420000 sec): 3 clusters
  Score: Raw -376668.482405 + Penalty 2755.902171 = -373912.580234
  nChanged 61
		SP:Iteration 24Q (173365.550000 sec): 3 clusters
  Score: Raw -376714.152724 + Penalty 2755.902171 = -373958.250554
  nChanged 58
		SP:Iteration 25Q (173365.760000 sec): 3 clusters
  Score: Raw -376757.972847 + Penalty 2755.902171 = -374002.070677
  nChanged 61
		SP:Iteration 26Q (173365.920000 sec): 3 clusters
  Score: Raw -376808.477455 + Penalty 2755.902171 = -374052.575284
  nChanged 47
		SP:Iteration 27Q (173366.080000 sec): 3 clusters
  Score: Raw -376847.419818 + Penalty 2755.902171 = -374091.517647
  nChanged 49
		SP:Iteration 28Q (173366.230000 sec): 3 clusters
  Score: Raw -376884.137895 + Penalty 2755.902171 = -374128.235724
  nChanged 38
		SP:Iteration 29Q (173366.390000 sec): 3 clusters
  Score: Raw -376907.914208 + Penalty 2755.902171 = -374152.012037
  nChanged 33
		SP:Iteration 30Q (173366.550000 sec): 3 clusters
  Score: Raw -376925.900998 + Penalty 2755.902171 = -374169.998827
  nChanged 20
		SP:Iteration 31Q (173366.710000 sec): 3 clusters
  Score: Raw -376935.240996 + Penalty 2755.902171 = -374179.338825
  nChanged 16
		SP:Iteration 32Q (173366.870000 sec): 3 clusters
  Score: Raw -376944.103681 + Penalty 2755.902171 = -374188.201510
  nChanged 19
		SP:Iteration 33Q (173367.030000 sec): 3 clusters
  Score: Raw -376952.756599 + Penalty 2755.902171 = -374196.854429
  nChanged 16
		SP:Iteration 34Q (173367.190000 sec): 3 clusters
  Score: Raw -376960.975110 + Penalty 2755.902171 = -374205.072940
  nChanged 16
		SP:Iteration 35Q (173367.350000 sec): 3 clusters
  Score: Raw -376969.426251 + Penalty 2755.902171 = -374213.524080
  nChanged 14
		SP:Iteration 36Q (173367.510000 sec): 3 clusters
  Score: Raw -376976.898173 + Penalty 2755.902171 = -374220.996002
  nChanged 11
		SP:Iteration 37Q (173367.670000 sec): 3 clusters
  Score: Raw -376984.874025 + Penalty 2755.902171 = -374228.971855
  nChanged 16
		SP:Iteration 38Q (173367.830000 sec): 3 clusters
  Score: Raw -377000.293690 + Penalty 2755.902171 = -374244.391520
  nChanged 21
		SP:Iteration 39Q (173367.980000 sec): 3 clusters
  Score: Raw -377017.821341 + Penalty 2755.902171 = -374261.919170
  nChanged 19
		SP:Iteration 40F (173368.140000 sec): 3 clusters
  Score: Raw -377034.650499 + Penalty 2755.902171 = -374278.748328
  nChanged 13
		SP:Iteration 41Q (173368.300000 sec): 3 clusters
  Score: Raw -377042.268463 + Penalty 2755.902171 = -374286.366292
  nChanged 9
		SP:Iteration 42Q (173368.460000 sec): 3 clusters
  Score: Raw -377045.973459 + Penalty 2755.902171 = -374290.071288
  nChanged 7
		SP:Iteration 43Q (173368.620000 sec): 3 clusters
  Score: Raw -377049.895562 + Penalty 2755.902171 = -374293.993392
  nChanged 11
		SP:Iteration 44Q (173368.780000 sec): 3 clusters
  Score: Raw -377059.742049 + Penalty 2755.902171 = -374303.839878
  nChanged 12
		SP:Iteration 45Q (173368.940000 sec): 3 clusters
  Score: Raw -377070.531987 + Penalty 2755.902171 = -374314.629816
  nChanged 11
		SP:Iteration 46Q (173369.080000 sec): 3 clusters
  Score: Raw -377075.770991 + Penalty 2755.902171 = -374319.868820
  nChanged 6
		SP:Iteration 47Q (173369.230000 sec): 3 clusters
  Score: Raw -377079.218534 + Penalty 2755.902171 = -374323.316363
  nChanged 6
		SP:Iteration 48Q (173369.370000 sec): 3 clusters
  Score: Raw -377082.242181 + Penalty 2755.902171 = -374326.340011
  nChanged 7
		SP:Iteration 49Q (173369.510000 sec): 3 clusters
  Score: Raw -377084.854964 + Penalty 2755.902171 = -374328.952793
  nChanged 4
		SP:Iteration 50Q (173369.660000 sec): 3 clusters
  Score: Raw -377086.558657 + Penalty 2755.902171 = -374330.656486
  nChanged 1
		SP:Iteration 51Q (173369.810000 sec): 3 clusters
  Score: Raw -377087.166975 + Penalty 2755.902171 = -374331.264804
  nChanged 2
		SP:Iteration 52Q (173369.960000 sec): 3 clusters
  Score: Raw -377088.949478 + Penalty 2755.902171 = -374333.047307
  nChanged 4
		SP:Iteration 53Q (173370.100000 sec): 3 clusters
  Score: Raw -377090.907452 + Penalty 2755.902171 = -374335.005282
  nChanged 4
		SP:Iteration 54Q (173370.240000 sec): 3 clusters
  Score: Raw -377093.558040 + Penalty 2755.902171 = -374337.655869
  nChanged 5
		SP:Iteration 55Q (173370.380000 sec): 3 clusters
  Score: Raw -377095.487530 + Penalty 2755.902171 = -374339.585359
  nChanged 3
		SP:Iteration 56Q (173370.530000 sec): 3 clusters
  Score: Raw -377096.715642 + Penalty 2755.902171 = -374340.813471
  nChanged 4
		SP:Iteration 57Q (173370.670000 sec): 3 clusters
  Score: Raw -377099.090680 + Penalty 2755.902171 = -374343.188509
  nChanged 5
		SP:Iteration 58Q (173370.820000 sec): 3 clusters
  Score: Raw -377102.901606 + Penalty 2755.902171 = -374346.999436
  nChanged 10
		SP:Iteration 59Q (173370.960000 sec): 3 clusters
  Score: Raw -377111.084199 + Penalty 2755.902171 = -374355.182029
  nChanged 14
		SP:Iteration 60F (173371.100000 sec): 3 clusters
  Score: Raw -377121.004004 + Penalty 2755.902171 = -374365.101833
  nChanged 14
		SP:Iteration 61Q (173371.240000 sec): 3 clusters
  Score: Raw -377129.659769 + Penalty 2755.902171 = -374373.757598
  nChanged 11
		SP:Iteration 62Q (173371.420000 sec): 3 clusters
  Score: Raw -377135.512427 + Penalty 2755.902171 = -374379.610257
  nChanged 12
		SP:Iteration 63Q (173371.580000 sec): 3 clusters
  Score: Raw -377143.561938 + Penalty 2755.902171 = -374387.659767
  nChanged 9
		SP:Iteration 64Q (173371.730000 sec): 3 clusters
  Score: Raw -377150.061023 + Penalty 2755.902171 = -374394.158852
  nChanged 6
		SP:Iteration 65Q (173371.890000 sec): 3 clusters
  Score: Raw -377153.953952 + Penalty 2755.902171 = -374398.051781
  nChanged 6
		SP:Iteration 66Q (173372.050000 sec): 3 clusters
  Score: Raw -377158.853346 + Penalty 2755.902171 = -374402.951175
  nChanged 10
		SP:Iteration 67Q (173372.210000 sec): 3 clusters
  Score: Raw -377165.904013 + Penalty 2755.902171 = -374410.001842
  nChanged 5
		SP:Iteration 68Q (173372.420000 sec): 3 clusters
  Score: Raw -377169.725941 + Penalty 2755.902171 = -374413.823770
  nChanged 4
		SP:Iteration 69Q (173372.550000 sec): 3 clusters
  Score: Raw -377171.390149 + Penalty 2755.902171 = -374415.487978
  nChanged 2
		SP:Iteration 70Q (173372.710000 sec): 3 clusters
  Score: Raw -377172.372761 + Penalty 2755.902171 = -374416.470590
  nChanged 2
		SP:Iteration 71Q (173372.890000 sec): 3 clusters
  Score: Raw -377173.961743 + Penalty 2755.902171 = -374418.059572
  nChanged 1
		SP:Iteration 72Q (173373.050000 sec): 3 clusters
  Score: Raw -377174.601701 + Penalty 2755.902171 = -374418.699530
  nChanged 0
		SP:Iteration 73F (173373.190000 sec): 3 clusters
  Score: Raw -377174.601701 + Penalty 2755.902171 = -374418.699530
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (2845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173373.250000 sec): 2 clusters
  Score: Raw -234968.690746 + Penalty 1292.414231 = -233676.276514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173373.410000 sec): 3 clusters
  Score: Raw -233648.431083 + Penalty 2584.828463 = -231063.602620
  nChanged 1094
		SP:Iteration 1F (173373.580000 sec): 3 clusters
  Score: Raw -234436.385098 + Penalty 2584.828463 = -231851.556635
  nChanged 279
		SP:Iteration 2F (173373.710000 sec): 3 clusters
  Score: Raw -234672.647798 + Penalty 2584.828463 = -232087.819335
  nChanged 180
		SP:Iteration 3F (173373.840000 sec): 3 clusters
  Score: Raw -234816.641205 + Penalty 2584.828463 = -232231.812743
  nChanged 145
		SP:Iteration 4F (173373.980000 sec): 3 clusters
  Score: Raw -234957.430233 + Penalty 2584.828463 = -232372.601770
  nChanged 135
		SP:Iteration 5Q (173374.120000 sec): 3 clusters
  Score: Raw -235060.708782 + Penalty 2584.828463 = -232475.880320
  nChanged 93
		SP:Iteration 6Q (173374.250000 sec): 3 clusters
  Score: Raw -235132.545694 + Penalty 2584.828463 = -232547.717232
  nChanged 76
		SP:Iteration 7Q (173374.400000 sec): 3 clusters
  Score: Raw -235197.383660 + Penalty 2584.828463 = -232612.555197
  nChanged 72
		SP:Iteration 8Q (173374.550000 sec): 3 clusters
  Score: Raw -235236.622635 + Penalty 2584.828463 = -232651.794172
  nChanged 50
		SP:Iteration 9Q (173374.700000 sec): 3 clusters
  Score: Raw -235260.108862 + Penalty 2584.828463 = -232675.280399
  nChanged 38
		SP:Iteration 10Q (173374.850000 sec): 3 clusters
  Score: Raw -235274.169718 + Penalty 2584.828463 = -232689.341256
  nChanged 32
		SP:Iteration 11Q (173375.010000 sec): 3 clusters
  Score: Raw -235288.603182 + Penalty 2584.828463 = -232703.774719
  nChanged 24
		SP:Iteration 12Q (173375.160000 sec): 3 clusters
  Score: Raw -235298.574647 + Penalty 2584.828463 = -232713.746184
  nChanged 14
		SP:Iteration 13Q (173375.310000 sec): 3 clusters
  Score: Raw -235306.021500 + Penalty 2584.828463 = -232721.193037
  nChanged 21
		SP:Iteration 14Q (173375.470000 sec): 3 clusters
  Score: Raw -235314.551893 + Penalty 2584.828463 = -232729.723431
  nChanged 17
		SP:Iteration 15Q (173375.620000 sec): 3 clusters
  Score: Raw -235321.401460 + Penalty 2584.828463 = -232736.572997
  nChanged 5
		SP:Iteration 16Q (173375.770000 sec): 3 clusters
  Score: Raw -235324.412703 + Penalty 2584.828463 = -232739.584241
  nChanged 6
		SP:Iteration 17Q (173375.930000 sec): 3 clusters
  Score: Raw -235327.211380 + Penalty 2584.828463 = -232742.382917
  nChanged 4
		SP:Iteration 18Q (173376.090000 sec): 3 clusters
  Score: Raw -235328.536498 + Penalty 2584.828463 = -232743.708035
  nChanged 3
		SP:Iteration 19Q (173376.240000 sec): 3 clusters
  Score: Raw -235329.231308 + Penalty 2584.828463 = -232744.402845
  nChanged 3
		SP:Iteration 20F (173376.390000 sec): 3 clusters
  Score: Raw -235330.782080 + Penalty 2584.828463 = -232745.953617
  nChanged 4
		SP:Iteration 21Q (173376.550000 sec): 3 clusters
  Score: Raw -235333.154591 + Penalty 2584.828463 = -232748.326128
  nChanged 6
		SP:Iteration 22Q (173376.700000 sec): 3 clusters
  Score: Raw -235334.458351 + Penalty 2584.828463 = -232749.629889
  nChanged 3
		SP:Iteration 23Q (173376.860000 sec): 3 clusters
  Score: Raw -235335.404447 + Penalty 2584.828463 = -232750.575984
  nChanged 2
		SP:Iteration 24Q (173377.020000 sec): 3 clusters
  Score: Raw -235336.113574 + Penalty 2584.828463 = -232751.285112
  nChanged 1
		SP:Iteration 25Q (173377.180000 sec): 3 clusters
  Score: Raw -235336.369328 + Penalty 2584.828463 = -232751.540865
  nChanged 1
		SP:Iteration 26Q (173377.380000 sec): 3 clusters
  Score: Raw -235336.695355 + Penalty 2584.828463 = -232751.866892
  nChanged 2
		SP:Iteration 27Q (173377.540000 sec): 3 clusters
  Score: Raw -235337.094881 + Penalty 2584.828463 = -232752.266418
  nChanged 0
		SP:Iteration 28F (173377.700000 sec): 3 clusters
  Score: Raw -235337.094881 + Penalty 2584.828463 = -232752.266418
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173377.820000 sec): 2 clusters
  Score: Raw -410600.388905 + Penalty 1384.789680 = -409215.599226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173378.050000 sec): 3 clusters
  Score: Raw -407988.788414 + Penalty 2769.579359 = -405219.209055
  nChanged 2040
		SP:Iteration 1F (173378.200000 sec): 3 clusters
  Score: Raw -409292.522909 + Penalty 2769.579359 = -406522.943550
  nChanged 457
		SP:Iteration 2F (173378.370000 sec): 3 clusters
  Score: Raw -409670.299030 + Penalty 2769.579359 = -406900.719671
  nChanged 379
		SP:Iteration 3F (173378.500000 sec): 3 clusters
  Score: Raw -409962.522679 + Penalty 2769.579359 = -407192.943319
  nChanged 299
		SP:Iteration 4F (173378.660000 sec): 3 clusters
  Score: Raw -410192.592515 + Penalty 2769.579359 = -407423.013156
  nChanged 239
		SP:Iteration 5Q (173378.810000 sec): 3 clusters
  Score: Raw -410379.066742 + Penalty 2769.579359 = -407609.487383
  nChanged 219
		SP:Iteration 6Q (173378.970000 sec): 3 clusters
  Score: Raw -410540.536814 + Penalty 2769.579359 = -407770.957455
  nChanged 190
		SP:Iteration 7Q (173379.130000 sec): 3 clusters
  Score: Raw -410670.836229 + Penalty 2769.579359 = -407901.256870
  nChanged 132
		SP:Iteration 8Q (173379.280000 sec): 3 clusters
  Score: Raw -410759.130086 + Penalty 2769.579359 = -407989.550726
  nChanged 119
		SP:Iteration 9Q (173379.440000 sec): 3 clusters
  Score: Raw -410831.003642 + Penalty 2769.579359 = -408061.424283
  nChanged 103
		SP:Iteration 10Q (173379.600000 sec): 3 clusters
  Score: Raw -410888.383829 + Penalty 2769.579359 = -408118.804469
  nChanged 79
		SP:Iteration 11Q (173379.760000 sec): 3 clusters
  Score: Raw -410931.354238 + Penalty 2769.579359 = -408161.774879
  nChanged 60
		SP:Iteration 12Q (173379.920000 sec): 3 clusters
  Score: Raw -410965.797245 + Penalty 2769.579359 = -408196.217886
  nChanged 56
		SP:Iteration 13Q (173380.100000 sec): 3 clusters
  Score: Raw -410993.809683 + Penalty 2769.579359 = -408224.230324
  nChanged 50
		SP:Iteration 14Q (173380.300000 sec): 3 clusters
  Score: Raw -411012.437998 + Penalty 2769.579359 = -408242.858639
  nChanged 41
		SP:Iteration 15Q (173380.460000 sec): 3 clusters
  Score: Raw -411024.761152 + Penalty 2769.579359 = -408255.181793
  nChanged 36
		SP:Iteration 16Q (173380.660000 sec): 3 clusters
  Score: Raw -411035.310491 + Penalty 2769.579359 = -408265.731131
  nChanged 34
		SP:Iteration 17Q (173380.840000 sec): 3 clusters
  Score: Raw -411045.974830 + Penalty 2769.579359 = -408276.395471
  nChanged 37
		SP:Iteration 18Q (173381.000000 sec): 3 clusters
  Score: Raw -411062.310334 + Penalty 2769.579359 = -408292.730975
  nChanged 49
		SP:Iteration 19Q (173381.180000 sec): 3 clusters
  Score: Raw -411085.099644 + Penalty 2769.579359 = -408315.520285
  nChanged 40
		SP:Iteration 20F (173381.320000 sec): 3 clusters
  Score: Raw -411105.692515 + Penalty 2769.579359 = -408336.113156
  nChanged 42
		SP:Iteration 21Q (173381.470000 sec): 3 clusters
  Score: Raw -411125.070283 + Penalty 2769.579359 = -408355.490923
  nChanged 47
		SP:Iteration 22Q (173381.620000 sec): 3 clusters
  Score: Raw -411149.886027 + Penalty 2769.579359 = -408380.306667
  nChanged 49
		SP:Iteration 23Q (173381.770000 sec): 3 clusters
  Score: Raw -411176.579542 + Penalty 2769.579359 = -408407.000182
  nChanged 56
		SP:Iteration 24Q (173381.930000 sec): 3 clusters
  Score: Raw -411205.480725 + Penalty 2769.579359 = -408435.901366
  nChanged 43
		SP:Iteration 25Q (173382.130000 sec): 3 clusters
  Score: Raw -411222.012137 + Penalty 2769.579359 = -408452.432778
  nChanged 32
		SP:Iteration 26Q (173382.290000 sec): 3 clusters
  Score: Raw -411233.676015 + Penalty 2769.579359 = -408464.096656
  nChanged 38
		SP:Iteration 27Q (173382.420000 sec): 3 clusters
  Score: Raw -411246.703772 + Penalty 2769.579359 = -408477.124413
  nChanged 33
		SP:Iteration 28Q (173382.580000 sec): 3 clusters
  Score: Raw -411259.747351 + Penalty 2769.579359 = -408490.167992
  nChanged 33
		SP:Iteration 29Q (173382.730000 sec): 3 clusters
  Score: Raw -411270.864955 + Penalty 2769.579359 = -408501.285596
  nChanged 29
		SP:Iteration 30Q (173382.890000 sec): 3 clusters
  Score: Raw -411281.281230 + Penalty 2769.579359 = -408511.701871
  nChanged 24
		SP:Iteration 31Q (173383.040000 sec): 3 clusters
  Score: Raw -411290.488611 + Penalty 2769.579359 = -408520.909252
  nChanged 19
		SP:Iteration 32Q (173383.190000 sec): 3 clusters
  Score: Raw -411297.172955 + Penalty 2769.579359 = -408527.593596
  nChanged 18
		SP:Iteration 33Q (173383.350000 sec): 3 clusters
  Score: Raw -411302.621061 + Penalty 2769.579359 = -408533.041702
  nChanged 18
		SP:Iteration 34Q (173383.500000 sec): 3 clusters
  Score: Raw -411306.060833 + Penalty 2769.579359 = -408536.481474
  nChanged 9
		SP:Iteration 35Q (173383.660000 sec): 3 clusters
  Score: Raw -411308.769487 + Penalty 2769.579359 = -408539.190128
  nChanged 11
		SP:Iteration 36Q (173383.810000 sec): 3 clusters
  Score: Raw -411310.661807 + Penalty 2769.579359 = -408541.082448
  nChanged 3
		SP:Iteration 37Q (173383.960000 sec): 3 clusters
  Score: Raw -411311.361858 + Penalty 2769.579359 = -408541.782499
  nChanged 2
		SP:Iteration 38Q (173384.110000 sec): 3 clusters
  Score: Raw -411311.803327 + Penalty 2769.579359 = -408542.223968
  nChanged 1
		SP:Iteration 39Q (173384.260000 sec): 3 clusters
  Score: Raw -411311.939388 + Penalty 2769.579359 = -408542.360029
  nChanged 3
		SP:Iteration 40F (173384.430000 sec): 3 clusters
  Score: Raw -411312.583110 + Penalty 2769.579359 = -408543.003751
  nChanged 2
		SP:Iteration 41Q (173384.580000 sec): 3 clusters
  Score: Raw -411312.951500 + Penalty 2769.579359 = -408543.372141
  nChanged 2
		SP:Iteration 42Q (173384.730000 sec): 3 clusters
  Score: Raw -411313.433693 + Penalty 2769.579359 = -408543.854334
  nChanged 4
		SP:Iteration 43Q (173384.920000 sec): 3 clusters
  Score: Raw -411313.996620 + Penalty 2769.579359 = -408544.417261
  nChanged 0
		SP:Iteration 44F (173385.080000 sec): 3 clusters
  Score: Raw -411313.996620 + Penalty 2769.579359 = -408544.417261
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (12222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173385.190000 sec): 2 clusters
  Score: Raw -1177723.441247 + Penalty 1529.286344 = -1176194.154903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173385.380000 sec): 3 clusters
  Score: Raw -1170591.337586 + Penalty 3058.572688 = -1167532.764898
  nChanged 5445
		SP:Iteration 1F (173385.640000 sec): 3 clusters
  Score: Raw -1173782.159291 + Penalty 3058.572688 = -1170723.586603
  nChanged 888
		SP:Iteration 2F (173385.800000 sec): 3 clusters
  Score: Raw -1174310.545077 + Penalty 3058.572688 = -1171251.972389
  nChanged 848
		SP:Iteration 3F (173386.030000 sec): 3 clusters
  Score: Raw -1174814.233916 + Penalty 3058.572688 = -1171755.661228
  nChanged 746
		SP:Iteration 4F (173386.250000 sec): 3 clusters
  Score: Raw -1175206.072633 + Penalty 3058.572688 = -1172147.499945
  nChanged 644
		SP:Iteration 5F (173386.540000 sec): 3 clusters
  Score: Raw -1175523.567433 + Penalty 3058.572688 = -1172464.994745
  nChanged 532
		SP:Iteration 6Q (173386.760000 sec): 3 clusters
  Score: Raw -1175749.573506 + Penalty 3058.572688 = -1172691.000818
  nChanged 419
		SP:Iteration 7Q (173386.980000 sec): 3 clusters
  Score: Raw -1175911.675836 + Penalty 3058.572688 = -1172853.103148
  nChanged 364
		SP:Iteration 8Q (173387.200000 sec): 3 clusters
  Score: Raw -1176042.044588 + Penalty 3058.572688 = -1172983.471900
  nChanged 287
		SP:Iteration 9Q (173387.420000 sec): 3 clusters
  Score: Raw -1176153.338121 + Penalty 3058.572688 = -1173094.765433
  nChanged 282
		SP:Iteration 10Q (173387.670000 sec): 3 clusters
  Score: Raw -1176252.961799 + Penalty 3058.572688 = -1173194.389112
  nChanged 255
		SP:Iteration 11Q (173387.850000 sec): 3 clusters
  Score: Raw -1176352.772030 + Penalty 3058.572688 = -1173294.199342
  nChanged 263
		SP:Iteration 12Q (173388.060000 sec): 3 clusters
  Score: Raw -1176458.119178 + Penalty 3058.572688 = -1173399.546490
  nChanged 269
		SP:Iteration 13Q (173388.320000 sec): 3 clusters
  Score: Raw -1176571.039955 + Penalty 3058.572688 = -1173512.467267
  nChanged 268
		SP:Iteration 14Q (173388.500000 sec): 3 clusters
  Score: Raw -1176689.336901 + Penalty 3058.572688 = -1173630.764213
  nChanged 284
		SP:Iteration 15Q (173388.720000 sec): 3 clusters
  Score: Raw -1176819.947471 + Penalty 3058.572688 = -1173761.374784
  nChanged 271
		SP:Iteration 16Q (173388.970000 sec): 3 clusters
  Score: Raw -1176958.948877 + Penalty 3058.572688 = -1173900.376189
  nChanged 282
		SP:Iteration 17Q (173389.170000 sec): 3 clusters
  Score: Raw -1177104.226813 + Penalty 3058.572688 = -1174045.654126
  nChanged 263
		SP:Iteration 18Q (173389.390000 sec): 3 clusters
  Score: Raw -1177243.451579 + Penalty 3058.572688 = -1174184.878891
  nChanged 264
		SP:Iteration 19Q (173389.600000 sec): 3 clusters
  Score: Raw -1177387.228322 + Penalty 3058.572688 = -1174328.655634
  nChanged 254
		SP:Iteration 20F (173389.830000 sec): 3 clusters
  Score: Raw -1177542.146291 + Penalty 3058.572688 = -1174483.573603
  nChanged 222
		SP:Iteration 21Q (173390.070000 sec): 3 clusters
  Score: Raw -1177681.212641 + Penalty 3058.572688 = -1174622.639953
  nChanged 220
		SP:Iteration 22Q (173390.310000 sec): 3 clusters
  Score: Raw -1177816.821444 + Penalty 3058.572688 = -1174758.248756
  nChanged 194
		SP:Iteration 23Q (173390.500000 sec): 3 clusters
  Score: Raw -1177933.604443 + Penalty 3058.572688 = -1174875.031756
  nChanged 180
		SP:Iteration 24Q (173390.740000 sec): 3 clusters
  Score: Raw -1178022.419241 + Penalty 3058.572688 = -1174963.846553
  nChanged 168
		SP:Iteration 25Q (173390.980000 sec): 3 clusters
  Score: Raw -1178088.181315 + Penalty 3058.572688 = -1175029.608627
  nChanged 140
		SP:Iteration 26Q (173391.170000 sec): 3 clusters
  Score: Raw -1178132.891986 + Penalty 3058.572688 = -1175074.319299
  nChanged 114
		SP:Iteration 27Q (173391.400000 sec): 3 clusters
  Score: Raw -1178167.415013 + Penalty 3058.572688 = -1175108.842325
  nChanged 111
		SP:Iteration 28Q (173391.630000 sec): 3 clusters
  Score: Raw -1178197.572408 + Penalty 3058.572688 = -1175138.999721
  nChanged 87
		SP:Iteration 29Q (173391.880000 sec): 3 clusters
  Score: Raw -1178217.293170 + Penalty 3058.572688 = -1175158.720482
  nChanged 78
		SP:Iteration 30Q (173392.080000 sec): 3 clusters
  Score: Raw -1178233.825383 + Penalty 3058.572688 = -1175175.252696
  nChanged 68
		SP:Iteration 31Q (173392.320000 sec): 3 clusters
  Score: Raw -1178246.359524 + Penalty 3058.572688 = -1175187.786836
  nChanged 46
		SP:Iteration 32Q (173392.510000 sec): 3 clusters
  Score: Raw -1178252.936833 + Penalty 3058.572688 = -1175194.364145
  nChanged 27
		SP:Iteration 33Q (173392.710000 sec): 3 clusters
  Score: Raw -1178257.158777 + Penalty 3058.572688 = -1175198.586089
  nChanged 27
		SP:Iteration 34Q (173392.940000 sec): 3 clusters
  Score: Raw -1178260.209608 + Penalty 3058.572688 = -1175201.636921
  nChanged 20
		SP:Iteration 35Q (173393.080000 sec): 3 clusters
  Score: Raw -1178262.058519 + Penalty 3058.572688 = -1175203.485831
  nChanged 10
		SP:Iteration 36Q (173393.240000 sec): 3 clusters
  Score: Raw -1178262.943749 + Penalty 3058.572688 = -1175204.371061
  nChanged 11
		SP:Iteration 37Q (173393.500000 sec): 3 clusters
  Score: Raw -1178264.081450 + Penalty 3058.572688 = -1175205.508763
  nChanged 9
		SP:Iteration 38Q (173393.680000 sec): 3 clusters
  Score: Raw -1178264.791776 + Penalty 3058.572688 = -1175206.219088
  nChanged 9
		SP:Iteration 39Q (173393.880000 sec): 3 clusters
  Score: Raw -1178265.389169 + Penalty 3058.572688 = -1175206.816481
  nChanged 11
		SP:Iteration 40F (173394.080000 sec): 3 clusters
  Score: Raw -1178266.238983 + Penalty 3058.572688 = -1175207.666295
  nChanged 10
		SP:Iteration 41Q (173394.280000 sec): 3 clusters
  Score: Raw -1178267.180687 + Penalty 3058.572688 = -1175208.607999
  nChanged 7
		SP:Iteration 42Q (173394.470000 sec): 3 clusters
  Score: Raw -1178267.744715 + Penalty 3058.572688 = -1175209.172027
  nChanged 7
		SP:Iteration 43Q (173394.660000 sec): 3 clusters
  Score: Raw -1178268.595169 + Penalty 3058.572688 = -1175210.022481
  nChanged 7
		SP:Iteration 44Q (173394.890000 sec): 3 clusters
  Score: Raw -1178269.393492 + Penalty 3058.572688 = -1175210.820804
  nChanged 7
		SP:Iteration 45Q (173395.140000 sec): 3 clusters
  Score: Raw -1178269.917741 + Penalty 3058.572688 = -1175211.345053
  nChanged 5
		SP:Iteration 46Q (173395.320000 sec): 3 clusters
  Score: Raw -1178270.428050 + Penalty 3058.572688 = -1175211.855363
  nChanged 6
		SP:Iteration 47Q (173395.500000 sec): 3 clusters
  Score: Raw -1178271.026054 + Penalty 3058.572688 = -1175212.453367
  nChanged 12
		SP:Iteration 48Q (173395.710000 sec): 3 clusters
  Score: Raw -1178271.979967 + Penalty 3058.572688 = -1175213.407279
  nChanged 8
		SP:Iteration 49Q (173395.960000 sec): 3 clusters
  Score: Raw -1178273.165616 + Penalty 3058.572688 = -1175214.592928
  nChanged 23
		SP:Iteration 50Q (173396.120000 sec): 3 clusters
  Score: Raw -1178276.948056 + Penalty 3058.572688 = -1175218.375368
  nChanged 20
		SP:Iteration 51Q (173396.320000 sec): 3 clusters
  Score: Raw -1178279.560442 + Penalty 3058.572688 = -1175220.987754
  nChanged 18
		SP:Iteration 52Q (173396.590000 sec): 3 clusters
  Score: Raw -1178281.875429 + Penalty 3058.572688 = -1175223.302741
  nChanged 20
		SP:Iteration 53Q (173396.800000 sec): 3 clusters
  Score: Raw -1178283.775547 + Penalty 3058.572688 = -1175225.202859
  nChanged 11
		SP:Iteration 54Q (173397.010000 sec): 3 clusters
  Score: Raw -1178284.814033 + Penalty 3058.572688 = -1175226.241345
  nChanged 16
		SP:Iteration 55Q (173397.240000 sec): 3 clusters
  Score: Raw -1178286.377444 + Penalty 3058.572688 = -1175227.804756
  nChanged 15
		SP:Iteration 56Q (173397.440000 sec): 3 clusters
  Score: Raw -1178288.073929 + Penalty 3058.572688 = -1175229.501241
  nChanged 9
		SP:Iteration 57Q (173397.680000 sec): 3 clusters
  Score: Raw -1178288.904231 + Penalty 3058.572688 = -1175230.331543
  nChanged 11
		SP:Iteration 58Q (173397.920000 sec): 3 clusters
  Score: Raw -1178290.079336 + Penalty 3058.572688 = -1175231.506648
  nChanged 9
		SP:Iteration 59Q (173398.140000 sec): 3 clusters
  Score: Raw -1178290.726433 + Penalty 3058.572688 = -1175232.153745
  nChanged 4
		SP:Iteration 60F (173398.380000 sec): 3 clusters
  Score: Raw -1178291.028643 + Penalty 3058.572688 = -1175232.455955
  nChanged 2
		SP:Iteration 61Q (173398.610000 sec): 3 clusters
  Score: Raw -1178291.139537 + Penalty 3058.572688 = -1175232.566849
  nChanged 0
		SP:Iteration 62F (173398.870000 sec): 3 clusters
  Score: Raw -1178291.139537 + Penalty 3058.572688 = -1175232.566849
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (8361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173398.990000 sec): 2 clusters
  Score: Raw -699829.678944 + Penalty 1467.591664 = -698362.087280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173399.200000 sec): 3 clusters
  Score: Raw -695224.867915 + Penalty 2935.183328 = -692289.684587
  nChanged 3523
		SP:Iteration 1F (173399.370000 sec): 3 clusters
  Score: Raw -697297.723624 + Penalty 2935.183328 = -694362.540296
  nChanged 640
		SP:Iteration 2F (173399.550000 sec): 3 clusters
  Score: Raw -697722.032208 + Penalty 2935.183328 = -694786.848881
  nChanged 589
		SP:Iteration 3F (173399.730000 sec): 3 clusters
  Score: Raw -698132.633977 + Penalty 2935.183328 = -695197.450649
  nChanged 547
		SP:Iteration 4F (173399.900000 sec): 3 clusters
  Score: Raw -698559.038932 + Penalty 2935.183328 = -695623.855605
  nChanged 457
		SP:Iteration 5F (173400.070000 sec): 3 clusters
  Score: Raw -698925.431794 + Penalty 2935.183328 = -695990.248466
  nChanged 456
		SP:Iteration 6F (173400.230000 sec): 3 clusters
  Score: Raw -699281.044023 + Penalty 2935.183328 = -696345.860696
  nChanged 407
		SP:Iteration 7Q (173400.440000 sec): 3 clusters
  Score: Raw -699592.791731 + Penalty 2935.183328 = -696657.608403
  nChanged 365
		SP:Iteration 8Q (173400.640000 sec): 3 clusters
  Score: Raw -699894.284607 + Penalty 2935.183328 = -696959.101279
  nChanged 360
		SP:Iteration 9Q (173400.810000 sec): 3 clusters
  Score: Raw -700203.129922 + Penalty 2935.183328 = -697267.946594
  nChanged 333
		SP:Iteration 10Q (173400.980000 sec): 3 clusters
  Score: Raw -700453.209209 + Penalty 2935.183328 = -697518.025881
  nChanged 266
		SP:Iteration 11Q (173401.140000 sec): 3 clusters
  Score: Raw -700623.674957 + Penalty 2935.183328 = -697688.491629
  nChanged 213
		SP:Iteration 12Q (173401.300000 sec): 3 clusters
  Score: Raw -700740.889631 + Penalty 2935.183328 = -697805.706304
  nChanged 179
		SP:Iteration 13Q (173401.470000 sec): 3 clusters
  Score: Raw -700838.098707 + Penalty 2935.183328 = -697902.915379
  nChanged 152
		SP:Iteration 14Q (173401.640000 sec): 3 clusters
  Score: Raw -700916.365323 + Penalty 2935.183328 = -697981.181995
  nChanged 123
		SP:Iteration 15Q (173401.820000 sec): 3 clusters
  Score: Raw -700976.550831 + Penalty 2935.183328 = -698041.367504
  nChanged 107
		SP:Iteration 16Q (173402.000000 sec): 3 clusters
  Score: Raw -701024.674432 + Penalty 2935.183328 = -698089.491104
  nChanged 92
		SP:Iteration 17Q (173402.190000 sec): 3 clusters
  Score: Raw -701057.002253 + Penalty 2935.183328 = -698121.818926
  nChanged 75
		SP:Iteration 18Q (173402.360000 sec): 3 clusters
  Score: Raw -701082.753331 + Penalty 2935.183328 = -698147.570004
  nChanged 63
		SP:Iteration 19Q (173402.530000 sec): 3 clusters
  Score: Raw -701099.013239 + Penalty 2935.183328 = -698163.829911
  nChanged 56
		SP:Iteration 20F (173402.700000 sec): 3 clusters
  Score: Raw -701113.556313 + Penalty 2935.183328 = -698178.372985
  nChanged 41
		SP:Iteration 21Q (173402.910000 sec): 3 clusters
  Score: Raw -701121.218106 + Penalty 2935.183328 = -698186.034779
  nChanged 31
		SP:Iteration 22Q (173403.160000 sec): 3 clusters
  Score: Raw -701127.497104 + Penalty 2935.183328 = -698192.313776
  nChanged 29
		SP:Iteration 23Q (173403.300000 sec): 3 clusters
  Score: Raw -701134.887811 + Penalty 2935.183328 = -698199.704483
  nChanged 28
		SP:Iteration 24Q (173403.480000 sec): 3 clusters
  Score: Raw -701141.129970 + Penalty 2935.183328 = -698205.946642
  nChanged 20
		SP:Iteration 25Q (173403.690000 sec): 3 clusters
  Score: Raw -701145.282037 + Penalty 2935.183328 = -698210.098709
  nChanged 12
		SP:Iteration 26Q (173403.820000 sec): 3 clusters
  Score: Raw -701148.075267 + Penalty 2935.183328 = -698212.891939
  nChanged 17
		SP:Iteration 27Q (173404.080000 sec): 3 clusters
  Score: Raw -701150.072606 + Penalty 2935.183328 = -698214.889278
  nChanged 8
		SP:Iteration 28Q (173404.300000 sec): 3 clusters
  Score: Raw -701151.067056 + Penalty 2935.183328 = -698215.883728
  nChanged 9
		SP:Iteration 29Q (173404.440000 sec): 3 clusters
  Score: Raw -701152.304846 + Penalty 2935.183328 = -698217.121518
  nChanged 8
		SP:Iteration 30Q (173404.650000 sec): 3 clusters
  Score: Raw -701153.188539 + Penalty 2935.183328 = -698218.005212
  nChanged 3
		SP:Iteration 31Q (173404.840000 sec): 3 clusters
  Score: Raw -701153.435435 + Penalty 2935.183328 = -698218.252107
  nChanged 2
		SP:Iteration 32Q (173405.020000 sec): 3 clusters
  Score: Raw -701153.942065 + Penalty 2935.183328 = -698218.758737
  nChanged 1
		SP:Iteration 33Q (173405.190000 sec): 3 clusters
  Score: Raw -701153.965359 + Penalty 2935.183328 = -698218.782032
  nChanged 0
		SP:Iteration 34F (173405.400000 sec): 3 clusters
  Score: Raw -701153.965359 + Penalty 2935.183328 = -698218.782032
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (2493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173405.490000 sec): 2 clusters
  Score: Raw -201802.710177 + Penalty 1270.951839 = -200531.758339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173405.640000 sec): 3 clusters
  Score: Raw -200649.807198 + Penalty 2541.903677 = -198107.903520
  nChanged 944
		SP:Iteration 1F (173405.840000 sec): 3 clusters
  Score: Raw -201322.454904 + Penalty 2541.903677 = -198780.551227
  nChanged 230
		SP:Iteration 2F (173405.990000 sec): 3 clusters
  Score: Raw -201544.466339 + Penalty 2541.903677 = -199002.562662
  nChanged 176
		SP:Iteration 3F (173406.130000 sec): 3 clusters
  Score: Raw -201731.036167 + Penalty 2541.903677 = -199189.132490
  nChanged 140
		SP:Iteration 4F (173406.280000 sec): 3 clusters
  Score: Raw -201903.376087 + Penalty 2541.903677 = -199361.472409
  nChanged 117
		SP:Iteration 5Q (173406.420000 sec): 3 clusters
  Score: Raw -202040.462002 + Penalty 2541.903677 = -199498.558325
  nChanged 114
		SP:Iteration 6Q (173406.560000 sec): 3 clusters
  Score: Raw -202168.863410 + Penalty 2541.903677 = -199626.959733
  nChanged 92
		SP:Iteration 7Q (173406.710000 sec): 3 clusters
  Score: Raw -202254.688505 + Penalty 2541.903677 = -199712.784828
  nChanged 64
		SP:Iteration 8Q (173406.860000 sec): 3 clusters
  Score: Raw -202307.838892 + Penalty 2541.903677 = -199765.935215
  nChanged 61
		SP:Iteration 9Q (173407.000000 sec): 3 clusters
  Score: Raw -202348.613618 + Penalty 2541.903677 = -199806.709941
  nChanged 44
		SP:Iteration 10Q (173407.160000 sec): 3 clusters
  Score: Raw -202373.196205 + Penalty 2541.903677 = -199831.292528
  nChanged 29
		SP:Iteration 11Q (173407.310000 sec): 3 clusters
  Score: Raw -202390.360415 + Penalty 2541.903677 = -199848.456738
  nChanged 18
		SP:Iteration 12Q (173407.470000 sec): 3 clusters
  Score: Raw -202399.389751 + Penalty 2541.903677 = -199857.486074
  nChanged 18
		SP:Iteration 13Q (173407.630000 sec): 3 clusters
  Score: Raw -202407.418675 + Penalty 2541.903677 = -199865.514998
  nChanged 15
		SP:Iteration 14Q (173407.790000 sec): 3 clusters
  Score: Raw -202413.573823 + Penalty 2541.903677 = -199871.670146
  nChanged 10
		SP:Iteration 15Q (173407.950000 sec): 3 clusters
  Score: Raw -202417.112754 + Penalty 2541.903677 = -199875.209077
  nChanged 5
		SP:Iteration 16Q (173408.090000 sec): 3 clusters
  Score: Raw -202419.407592 + Penalty 2541.903677 = -199877.503915
  nChanged 6
		SP:Iteration 17Q (173408.230000 sec): 3 clusters
  Score: Raw -202422.109512 + Penalty 2541.903677 = -199880.205835
  nChanged 5
		SP:Iteration 18Q (173408.380000 sec): 3 clusters
  Score: Raw -202424.693624 + Penalty 2541.903677 = -199882.789947
  nChanged 5
		SP:Iteration 19Q (173408.530000 sec): 3 clusters
  Score: Raw -202426.659083 + Penalty 2541.903677 = -199884.755406
  nChanged 7
		SP:Iteration 20F (173408.670000 sec): 3 clusters
  Score: Raw -202429.794472 + Penalty 2541.903677 = -199887.890795
  nChanged 4
		SP:Iteration 21Q (173408.870000 sec): 3 clusters
  Score: Raw -202431.055651 + Penalty 2541.903677 = -199889.151973
  nChanged 4
		SP:Iteration 22Q (173409.000000 sec): 3 clusters
  Score: Raw -202433.124456 + Penalty 2541.903677 = -199891.220779
  nChanged 7
		SP:Iteration 23Q (173409.140000 sec): 3 clusters
  Score: Raw -202435.813573 + Penalty 2541.903677 = -199893.909896
  nChanged 6
		SP:Iteration 24Q (173409.280000 sec): 3 clusters
  Score: Raw -202438.644659 + Penalty 2541.903677 = -199896.740982
  nChanged 3
		SP:Iteration 25Q (173409.420000 sec): 3 clusters
  Score: Raw -202441.219522 + Penalty 2541.903677 = -199899.315844
  nChanged 4
		SP:Iteration 26Q (173409.570000 sec): 3 clusters
  Score: Raw -202443.124607 + Penalty 2541.903677 = -199901.220930
  nChanged 3
		SP:Iteration 27Q (173409.710000 sec): 3 clusters
  Score: Raw -202444.212717 + Penalty 2541.903677 = -199902.309040
  nChanged 4
		SP:Iteration 28Q (173409.860000 sec): 3 clusters
  Score: Raw -202445.826235 + Penalty 2541.903677 = -199903.922558
  nChanged 1
		SP:Iteration 29Q (173410.000000 sec): 3 clusters
  Score: Raw -202446.196589 + Penalty 2541.903677 = -199904.292912
  nChanged 1
		SP:Iteration 30Q (173410.140000 sec): 3 clusters
  Score: Raw -202446.540264 + Penalty 2541.903677 = -199904.636587
  nChanged 0
		SP:Iteration 31F (173410.280000 sec): 3 clusters
  Score: Raw -202446.540264 + Penalty 2541.903677 = -199904.636587
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (3190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173410.350000 sec): 2 clusters
  Score: Raw -275615.622711 + Penalty 1311.013632 = -274304.609079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173410.500000 sec): 3 clusters
  Score: Raw -274071.673019 + Penalty 2622.027264 = -271449.645755
  nChanged 1247
		SP:Iteration 1F (173410.640000 sec): 3 clusters
  Score: Raw -274888.869565 + Penalty 2622.027264 = -272266.842301
  nChanged 288
		SP:Iteration 2F (173410.790000 sec): 3 clusters
  Score: Raw -275163.021010 + Penalty 2622.027264 = -272540.993746
  nChanged 238
		SP:Iteration 3F (173410.940000 sec): 3 clusters
  Score: Raw -275365.017294 + Penalty 2622.027264 = -272742.990030
  nChanged 198
		SP:Iteration 4F (173411.100000 sec): 3 clusters
  Score: Raw -275529.915450 + Penalty 2622.027264 = -272907.888187
  nChanged 147
		SP:Iteration 5Q (173411.250000 sec): 3 clusters
  Score: Raw -275640.708456 + Penalty 2622.027264 = -273018.681193
  nChanged 106
		SP:Iteration 6Q (173411.410000 sec): 3 clusters
  Score: Raw -275727.888349 + Penalty 2622.027264 = -273105.861085
  nChanged 88
		SP:Iteration 7Q (173411.580000 sec): 3 clusters
  Score: Raw -275778.559287 + Penalty 2622.027264 = -273156.532023
  nChanged 64
		SP:Iteration 8Q (173411.740000 sec): 3 clusters
  Score: Raw -275819.318999 + Penalty 2622.027264 = -273197.291735
  nChanged 58
		SP:Iteration 9Q (173411.900000 sec): 3 clusters
  Score: Raw -275863.887030 + Penalty 2622.027264 = -273241.859767
  nChanged 73
		SP:Iteration 10Q (173412.050000 sec): 3 clusters
  Score: Raw -275942.767326 + Penalty 2622.027264 = -273320.740062
  nChanged 73
		SP:Iteration 11Q (173412.220000 sec): 3 clusters
  Score: Raw -276015.554688 + Penalty 2622.027264 = -273393.527424
  nChanged 79
		SP:Iteration 12Q (173412.380000 sec): 3 clusters
  Score: Raw -276077.202848 + Penalty 2622.027264 = -273455.175585
  nChanged 75
		SP:Iteration 13Q (173412.550000 sec): 3 clusters
  Score: Raw -276133.581327 + Penalty 2622.027264 = -273511.554064
  nChanged 77
		SP:Iteration 14Q (173412.700000 sec): 3 clusters
  Score: Raw -276188.773771 + Penalty 2622.027264 = -273566.746507
  nChanged 79
		SP:Iteration 15Q (173412.870000 sec): 3 clusters
  Score: Raw -276261.202444 + Penalty 2622.027264 = -273639.175180
  nChanged 82
		SP:Iteration 16Q (173413.000000 sec): 3 clusters
  Score: Raw -276325.268291 + Penalty 2622.027264 = -273703.241028
  nChanged 73
		SP:Iteration 17Q (173413.160000 sec): 3 clusters
  Score: Raw -276379.332629 + Penalty 2622.027264 = -273757.305365
  nChanged 67
		SP:Iteration 18Q (173413.320000 sec): 3 clusters
  Score: Raw -276433.469114 + Penalty 2622.027264 = -273811.441850
  nChanged 62
		SP:Iteration 19Q (173413.480000 sec): 3 clusters
  Score: Raw -276475.961825 + Penalty 2622.027264 = -273853.934562
  nChanged 61
		SP:Iteration 20F (173413.640000 sec): 3 clusters
  Score: Raw -276514.102082 + Penalty 2622.027264 = -273892.074818
  nChanged 45
		SP:Iteration 21Q (173413.780000 sec): 3 clusters
  Score: Raw -276536.548337 + Penalty 2622.027264 = -273914.521073
  nChanged 38
		SP:Iteration 22Q (173413.940000 sec): 3 clusters
  Score: Raw -276556.541338 + Penalty 2622.027264 = -273934.514074
  nChanged 38
		SP:Iteration 23Q (173414.110000 sec): 3 clusters
  Score: Raw -276582.488832 + Penalty 2622.027264 = -273960.461568
  nChanged 40
		SP:Iteration 24Q (173414.270000 sec): 3 clusters
  Score: Raw -276606.504519 + Penalty 2622.027264 = -273984.477255
  nChanged 29
		SP:Iteration 25Q (173414.430000 sec): 3 clusters
  Score: Raw -276620.526312 + Penalty 2622.027264 = -273998.499049
  nChanged 27
		SP:Iteration 26Q (173414.590000 sec): 3 clusters
  Score: Raw -276632.480313 + Penalty 2622.027264 = -274010.453050
  nChanged 24
		SP:Iteration 27Q (173414.750000 sec): 3 clusters
  Score: Raw -276642.565977 + Penalty 2622.027264 = -274020.538713
  nChanged 13
		SP:Iteration 28Q (173414.910000 sec): 3 clusters
  Score: Raw -276647.907923 + Penalty 2622.027264 = -274025.880659
  nChanged 6
		SP:Iteration 29Q (173415.070000 sec): 3 clusters
  Score: Raw -276649.648489 + Penalty 2622.027264 = -274027.621226
  nChanged 3
		SP:Iteration 30Q (173415.230000 sec): 3 clusters
  Score: Raw -276650.811879 + Penalty 2622.027264 = -274028.784616
  nChanged 2
		SP:Iteration 31Q (173415.390000 sec): 3 clusters
  Score: Raw -276651.813379 + Penalty 2622.027264 = -274029.786115
  nChanged 2
		SP:Iteration 32Q (173415.550000 sec): 3 clusters
  Score: Raw -276652.183454 + Penalty 2622.027264 = -274030.156190
  nChanged 2
		SP:Iteration 33Q (173415.710000 sec): 3 clusters
  Score: Raw -276652.448463 + Penalty 2622.027264 = -274030.421200
  nChanged 1
		SP:Iteration 34Q (173415.850000 sec): 3 clusters
  Score: Raw -276652.835731 + Penalty 2622.027264 = -274030.808467
  nChanged 1
		SP:Iteration 35Q (173416.010000 sec): 3 clusters
  Score: Raw -276652.971133 + Penalty 2622.027264 = -274030.943869
  nChanged 2
		SP:Iteration 36Q (173416.170000 sec): 3 clusters
  Score: Raw -276653.261591 + Penalty 2622.027264 = -274031.234328
  nChanged 1
		SP:Iteration 37Q (173416.330000 sec): 3 clusters
  Score: Raw -276653.492000 + Penalty 2622.027264 = -274031.464737
  nChanged 4
		SP:Iteration 38Q (173416.490000 sec): 3 clusters
  Score: Raw -276654.750982 + Penalty 2622.027264 = -274032.723718
  nChanged 6
		SP:Iteration 39Q (173416.650000 sec): 3 clusters
  Score: Raw -276655.977923 + Penalty 2622.027264 = -274033.950659
  nChanged 2
		SP:Iteration 40F (173416.810000 sec): 3 clusters
  Score: Raw -276656.336749 + Penalty 2622.027264 = -274034.309485
  nChanged 3
		SP:Iteration 41Q (173416.970000 sec): 3 clusters
  Score: Raw -276657.290435 + Penalty 2622.027264 = -274035.263171
  nChanged 2
		SP:Iteration 42Q (173417.130000 sec): 3 clusters
  Score: Raw -276657.643731 + Penalty 2622.027264 = -274035.616468
  nChanged 3
		SP:Iteration 43Q (173417.290000 sec): 3 clusters
  Score: Raw -276658.394598 + Penalty 2622.027264 = -274036.367334
  nChanged 5
		SP:Iteration 44Q (173417.450000 sec): 3 clusters
  Score: Raw -276659.852433 + Penalty 2622.027264 = -274037.825170
  nChanged 3
		SP:Iteration 45Q (173417.610000 sec): 3 clusters
  Score: Raw -276660.551533 + Penalty 2622.027264 = -274038.524269
  nChanged 4
		SP:Iteration 46Q (173417.830000 sec): 3 clusters
  Score: Raw -276661.747460 + Penalty 2622.027264 = -274039.720196
  nChanged 5
		SP:Iteration 47Q (173417.920000 sec): 3 clusters
  Score: Raw -276664.373497 + Penalty 2622.027264 = -274042.346233
  nChanged 7
		SP:Iteration 48Q (173418.070000 sec): 3 clusters
  Score: Raw -276668.728180 + Penalty 2622.027264 = -274046.700916
  nChanged 6
		SP:Iteration 49Q (173418.210000 sec): 3 clusters
  Score: Raw -276671.961816 + Penalty 2622.027264 = -274049.934552
  nChanged 8
		SP:Iteration 50Q (173418.350000 sec): 3 clusters
  Score: Raw -276673.958585 + Penalty 2622.027264 = -274051.931322
  nChanged 6
		SP:Iteration 51Q (173418.500000 sec): 3 clusters
  Score: Raw -276676.590444 + Penalty 2622.027264 = -274054.563181
  nChanged 5
		SP:Iteration 52Q (173418.660000 sec): 3 clusters
  Score: Raw -276678.389982 + Penalty 2622.027264 = -274056.362718
  nChanged 7
		SP:Iteration 53Q (173418.820000 sec): 3 clusters
  Score: Raw -276679.780722 + Penalty 2622.027264 = -274057.753458
  nChanged 2
		SP:Iteration 54Q (173418.980000 sec): 3 clusters
  Score: Raw -276679.986589 + Penalty 2622.027264 = -274057.959326
  nChanged 1
		SP:Iteration 55Q (173419.140000 sec): 3 clusters
  Score: Raw -276680.153584 + Penalty 2622.027264 = -274058.126320
  nChanged 1
		SP:Iteration 56Q (173419.300000 sec): 3 clusters
  Score: Raw -276680.477339 + Penalty 2622.027264 = -274058.450075
  nChanged 0
		SP:Iteration 57F (173419.460000 sec): 3 clusters
  Score: Raw -276680.477339 + Penalty 2622.027264 = -274058.450075
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (9145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173419.560000 sec): 2 clusters
  Score: Raw -700594.043313 + Penalty 1482.156416 = -699111.886897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173419.750000 sec): 3 clusters
  Score: Raw -695551.405968 + Penalty 2964.312832 = -692587.093136
  nChanged 3913
		SP:Iteration 1F (173420.000000 sec): 3 clusters
  Score: Raw -698124.333003 + Penalty 2964.312832 = -695160.020171
  nChanged 769
		SP:Iteration 2F (173420.210000 sec): 3 clusters
  Score: Raw -698686.338833 + Penalty 2964.312832 = -695722.026001
  nChanged 686
		SP:Iteration 3F (173420.340000 sec): 3 clusters
  Score: Raw -699204.035663 + Penalty 2964.312832 = -696239.722831
  nChanged 593
		SP:Iteration 4F (173420.550000 sec): 3 clusters
  Score: Raw -699609.712624 + Penalty 2964.312832 = -696645.399791
  nChanged 501
		SP:Iteration 5F (173420.710000 sec): 3 clusters
  Score: Raw -699925.005170 + Penalty 2964.312832 = -696960.692338
  nChanged 412
		SP:Iteration 6Q (173420.900000 sec): 3 clusters
  Score: Raw -700178.826694 + Penalty 2964.312832 = -697214.513862
  nChanged 328
		SP:Iteration 7Q (173421.060000 sec): 3 clusters
  Score: Raw -700341.015971 + Penalty 2964.312832 = -697376.703139
  nChanged 244
		SP:Iteration 8Q (173421.230000 sec): 3 clusters
  Score: Raw -700447.705321 + Penalty 2964.312832 = -697483.392489
  nChanged 197
		SP:Iteration 9Q (173421.390000 sec): 3 clusters
  Score: Raw -700520.017515 + Penalty 2964.312832 = -697555.704682
  nChanged 154
		SP:Iteration 10Q (173421.550000 sec): 3 clusters
  Score: Raw -700577.129265 + Penalty 2964.312832 = -697612.816433
  nChanged 141
		SP:Iteration 11Q (173421.720000 sec): 3 clusters
  Score: Raw -700617.621809 + Penalty 2964.312832 = -697653.308977
  nChanged 112
		SP:Iteration 12Q (173421.880000 sec): 3 clusters
  Score: Raw -700648.064791 + Penalty 2964.312832 = -697683.751958
  nChanged 91
		SP:Iteration 13Q (173422.070000 sec): 3 clusters
  Score: Raw -700672.053361 + Penalty 2964.312832 = -697707.740528
  nChanged 72
		SP:Iteration 14Q (173422.240000 sec): 3 clusters
  Score: Raw -700693.144283 + Penalty 2964.312832 = -697728.831451
  nChanged 70
		SP:Iteration 15Q (173422.400000 sec): 3 clusters
  Score: Raw -700709.719673 + Penalty 2964.312832 = -697745.406840
  nChanged 57
		SP:Iteration 16Q (173422.560000 sec): 3 clusters
  Score: Raw -700723.290478 + Penalty 2964.312832 = -697758.977645
  nChanged 45
		SP:Iteration 17Q (173422.720000 sec): 3 clusters
  Score: Raw -700733.452655 + Penalty 2964.312832 = -697769.139822
  nChanged 37
		SP:Iteration 18Q (173422.890000 sec): 3 clusters
  Score: Raw -700741.410881 + Penalty 2964.312832 = -697777.098049
  nChanged 42
		SP:Iteration 19Q (173423.060000 sec): 3 clusters
  Score: Raw -700751.093238 + Penalty 2964.312832 = -697786.780406
  nChanged 35
		SP:Iteration 20F (173423.220000 sec): 3 clusters
  Score: Raw -700757.794261 + Penalty 2964.312832 = -697793.481429
  nChanged 33
		SP:Iteration 21Q (173423.420000 sec): 3 clusters
  Score: Raw -700763.517037 + Penalty 2964.312832 = -697799.204204
  nChanged 25
		SP:Iteration 22Q (173423.560000 sec): 3 clusters
  Score: Raw -700767.445442 + Penalty 2964.312832 = -697803.132610
  nChanged 21
		SP:Iteration 23Q (173423.760000 sec): 3 clusters
  Score: Raw -700771.454176 + Penalty 2964.312832 = -697807.141343
  nChanged 19
		SP:Iteration 24Q (173423.920000 sec): 3 clusters
  Score: Raw -700773.342425 + Penalty 2964.312832 = -697809.029593
  nChanged 10
		SP:Iteration 25Q (173424.090000 sec): 3 clusters
  Score: Raw -700774.281017 + Penalty 2964.312832 = -697809.968184
  nChanged 7
		SP:Iteration 26Q (173424.280000 sec): 3 clusters
  Score: Raw -700775.402348 + Penalty 2964.312832 = -697811.089516
  nChanged 11
		SP:Iteration 27Q (173424.440000 sec): 3 clusters
  Score: Raw -700776.352848 + Penalty 2964.312832 = -697812.040015
  nChanged 5
		SP:Iteration 28Q (173424.680000 sec): 3 clusters
  Score: Raw -700776.851280 + Penalty 2964.312832 = -697812.538448
  nChanged 7
		SP:Iteration 29Q (173424.880000 sec): 3 clusters
  Score: Raw -700778.003466 + Penalty 2964.312832 = -697813.690634
  nChanged 10
		SP:Iteration 30Q (173425.050000 sec): 3 clusters
  Score: Raw -700779.375398 + Penalty 2964.312832 = -697815.062565
  nChanged 6
		SP:Iteration 31Q (173425.250000 sec): 3 clusters
  Score: Raw -700780.183251 + Penalty 2964.312832 = -697815.870418
  nChanged 6
		SP:Iteration 32Q (173425.410000 sec): 3 clusters
  Score: Raw -700781.024834 + Penalty 2964.312832 = -697816.712002
  nChanged 6
		SP:Iteration 33Q (173425.580000 sec): 3 clusters
  Score: Raw -700781.731105 + Penalty 2964.312832 = -697817.418273
  nChanged 6
		SP:Iteration 34Q (173425.740000 sec): 3 clusters
  Score: Raw -700782.580937 + Penalty 2964.312832 = -697818.268105
  nChanged 11
		SP:Iteration 35Q (173425.900000 sec): 3 clusters
  Score: Raw -700783.762325 + Penalty 2964.312832 = -697819.449493
  nChanged 8
		SP:Iteration 36Q (173426.060000 sec): 3 clusters
  Score: Raw -700784.974157 + Penalty 2964.312832 = -697820.661325
  nChanged 13
		SP:Iteration 37Q (173426.220000 sec): 3 clusters
  Score: Raw -700786.606078 + Penalty 2964.312832 = -697822.293245
  nChanged 12
		SP:Iteration 38Q (173426.390000 sec): 3 clusters
  Score: Raw -700788.448167 + Penalty 2964.312832 = -697824.135335
  nChanged 13
		SP:Iteration 39Q (173426.550000 sec): 3 clusters
  Score: Raw -700790.348883 + Penalty 2964.312832 = -697826.036051
  nChanged 8
		SP:Iteration 40F (173426.750000 sec): 3 clusters
  Score: Raw -700791.068608 + Penalty 2964.312832 = -697826.755776
  nChanged 5
		SP:Iteration 41Q (173426.910000 sec): 3 clusters
  Score: Raw -700791.419960 + Penalty 2964.312832 = -697827.107127
  nChanged 7
		SP:Iteration 42Q (173427.090000 sec): 3 clusters
  Score: Raw -700792.206354 + Penalty 2964.312832 = -697827.893522
  nChanged 3
		SP:Iteration 43Q (173427.290000 sec): 3 clusters
  Score: Raw -700792.457706 + Penalty 2964.312832 = -697828.144874
  nChanged 4
		SP:Iteration 44Q (173427.470000 sec): 3 clusters
  Score: Raw -700793.097788 + Penalty 2964.312832 = -697828.784955
  nChanged 4
		SP:Iteration 45Q (173427.630000 sec): 3 clusters
  Score: Raw -700793.675174 + Penalty 2964.312832 = -697829.362342
  nChanged 7
		SP:Iteration 46Q (173427.800000 sec): 3 clusters
  Score: Raw -700794.444539 + Penalty 2964.312832 = -697830.131707
  nChanged 3
		SP:Iteration 47Q (173427.960000 sec): 3 clusters
  Score: Raw -700794.772882 + Penalty 2964.312832 = -697830.460050
  nChanged 1
		SP:Iteration 48Q (173428.200000 sec): 3 clusters
  Score: Raw -700794.875448 + Penalty 2964.312832 = -697830.562616
  nChanged 3
		SP:Iteration 49Q (173428.400000 sec): 3 clusters
  Score: Raw -700795.113590 + Penalty 2964.312832 = -697830.800758
  nChanged 2
		SP:Iteration 50Q (173428.610000 sec): 3 clusters
  Score: Raw -700795.596225 + Penalty 2964.312832 = -697831.283393
  nChanged 4
		SP:Iteration 51Q (173428.770000 sec): 3 clusters
  Score: Raw -700795.906568 + Penalty 2964.312832 = -697831.593736
  nChanged 1
		SP:Iteration 52Q (173428.950000 sec): 3 clusters
  Score: Raw -700796.004093 + Penalty 2964.312832 = -697831.691260
  nChanged 0
		SP:Iteration 53F (173429.130000 sec): 3 clusters
  Score: Raw -700796.004093 + Penalty 2964.312832 = -697831.691260
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (6201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173429.230000 sec): 2 clusters
  Score: Raw -519648.035652 + Penalty 1419.025700 = -518229.009952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173429.420000 sec): 3 clusters
  Score: Raw -516299.569694 + Penalty 2838.051401 = -513461.518293
  nChanged 2581
		SP:Iteration 1F (173429.610000 sec): 3 clusters
  Score: Raw -517857.364758 + Penalty 2838.051401 = -515019.313358
  nChanged 505
		SP:Iteration 2F (173429.830000 sec): 3 clusters
  Score: Raw -518220.151731 + Penalty 2838.051401 = -515382.100331
  nChanged 430
		SP:Iteration 3F (173430.050000 sec): 3 clusters
  Score: Raw -518520.929141 + Penalty 2838.051401 = -515682.877740
  nChanged 348
		SP:Iteration 4F (173430.170000 sec): 3 clusters
  Score: Raw -518718.873572 + Penalty 2838.051401 = -515880.822172
  nChanged 267
		SP:Iteration 5Q (173430.320000 sec): 3 clusters
  Score: Raw -518857.126072 + Penalty 2838.051401 = -516019.074672
  nChanged 240
		SP:Iteration 6Q (173430.470000 sec): 3 clusters
  Score: Raw -518990.925168 + Penalty 2838.051401 = -516152.873767
  nChanged 209
		SP:Iteration 7Q (173430.650000 sec): 3 clusters
  Score: Raw -519100.858918 + Penalty 2838.051401 = -516262.807517
  nChanged 171
		SP:Iteration 8Q (173430.790000 sec): 3 clusters
  Score: Raw -519204.126439 + Penalty 2838.051401 = -516366.075039
  nChanged 165
		SP:Iteration 9Q (173430.940000 sec): 3 clusters
  Score: Raw -519296.301722 + Penalty 2838.051401 = -516458.250321
  nChanged 142
		SP:Iteration 10Q (173431.090000 sec): 3 clusters
  Score: Raw -519372.398984 + Penalty 2838.051401 = -516534.347584
  nChanged 125
		SP:Iteration 11Q (173431.250000 sec): 3 clusters
  Score: Raw -519444.647331 + Penalty 2838.051401 = -516606.595930
  nChanged 114
		SP:Iteration 12Q (173431.430000 sec): 3 clusters
  Score: Raw -519514.249979 + Penalty 2838.051401 = -516676.198578
  nChanged 103
		SP:Iteration 13Q (173431.590000 sec): 3 clusters
  Score: Raw -519567.204137 + Penalty 2838.051401 = -516729.152736
  nChanged 94
		SP:Iteration 14Q (173431.730000 sec): 3 clusters
  Score: Raw -519613.340227 + Penalty 2838.051401 = -516775.288826
  nChanged 86
		SP:Iteration 15Q (173431.910000 sec): 3 clusters
  Score: Raw -519656.752595 + Penalty 2838.051401 = -516818.701194
  nChanged 74
		SP:Iteration 16Q (173432.060000 sec): 3 clusters
  Score: Raw -519697.072109 + Penalty 2838.051401 = -516859.020709
  nChanged 68
		SP:Iteration 17Q (173432.310000 sec): 3 clusters
  Score: Raw -519730.586301 + Penalty 2838.051401 = -516892.534900
  nChanged 65
		SP:Iteration 18Q (173432.530000 sec): 3 clusters
  Score: Raw -519762.876930 + Penalty 2838.051401 = -516924.825530
  nChanged 61
		SP:Iteration 19Q (173432.680000 sec): 3 clusters
  Score: Raw -519792.508151 + Penalty 2838.051401 = -516954.456750
  nChanged 59
		SP:Iteration 20F (173432.880000 sec): 3 clusters
  Score: Raw -519823.823728 + Penalty 2838.051401 = -516985.772327
  nChanged 54
		SP:Iteration 21Q (173433.070000 sec): 3 clusters
  Score: Raw -519852.080879 + Penalty 2838.051401 = -517014.029479
  nChanged 51
		SP:Iteration 22Q (173433.260000 sec): 3 clusters
  Score: Raw -519875.765925 + Penalty 2838.051401 = -517037.714525
  nChanged 48
		SP:Iteration 23Q (173433.490000 sec): 3 clusters
  Score: Raw -519909.162736 + Penalty 2838.051401 = -517071.111335
  nChanged 51
		SP:Iteration 24Q (173433.690000 sec): 3 clusters
  Score: Raw -519945.892283 + Penalty 2838.051401 = -517107.840883
  nChanged 63
		SP:Iteration 25Q (173433.880000 sec): 3 clusters
  Score: Raw -519997.629630 + Penalty 2838.051401 = -517159.578229
  nChanged 61
		SP:Iteration 26Q (173434.030000 sec): 3 clusters
  Score: Raw -520056.613108 + Penalty 2838.051401 = -517218.561708
  nChanged 66
		SP:Iteration 27Q (173434.170000 sec): 3 clusters
  Score: Raw -520106.187412 + Penalty 2838.051401 = -517268.136012
  nChanged 55
		SP:Iteration 28Q (173434.310000 sec): 3 clusters
  Score: Raw -520149.455867 + Penalty 2838.051401 = -517311.404466
  nChanged 60
		SP:Iteration 29Q (173434.480000 sec): 3 clusters
  Score: Raw -520190.545278 + Penalty 2838.051401 = -517352.493878
  nChanged 42
		SP:Iteration 30Q (173434.620000 sec): 3 clusters
  Score: Raw -520213.325426 + Penalty 2838.051401 = -517375.274025
  nChanged 41
		SP:Iteration 31Q (173434.800000 sec): 3 clusters
  Score: Raw -520234.040741 + Penalty 2838.051401 = -517395.989341
  nChanged 30
		SP:Iteration 32Q (173434.940000 sec): 3 clusters
  Score: Raw -520246.319782 + Penalty 2838.051401 = -517408.268382
  nChanged 19
		SP:Iteration 33Q (173435.080000 sec): 3 clusters
  Score: Raw -520254.280582 + Penalty 2838.051401 = -517416.229181
  nChanged 17
		SP:Iteration 34Q (173435.220000 sec): 3 clusters
  Score: Raw -520260.634777 + Penalty 2838.051401 = -517422.583376
  nChanged 13
		SP:Iteration 35Q (173435.390000 sec): 3 clusters
  Score: Raw -520265.695309 + Penalty 2838.051401 = -517427.643909
  nChanged 11
		SP:Iteration 36Q (173435.530000 sec): 3 clusters
  Score: Raw -520270.858978 + Penalty 2838.051401 = -517432.807577
  nChanged 6
		SP:Iteration 37Q (173435.670000 sec): 3 clusters
  Score: Raw -520273.905028 + Penalty 2838.051401 = -517435.853627
  nChanged 5
		SP:Iteration 38Q (173435.800000 sec): 3 clusters
  Score: Raw -520275.567542 + Penalty 2838.051401 = -517437.516142
  nChanged 4
		SP:Iteration 39Q (173435.940000 sec): 3 clusters
  Score: Raw -520276.628849 + Penalty 2838.051401 = -517438.577448
  nChanged 1
		SP:Iteration 40F (173436.080000 sec): 3 clusters
  Score: Raw -520277.168897 + Penalty 2838.051401 = -517439.117496
  nChanged 3
		SP:Iteration 41Q (173436.220000 sec): 3 clusters
  Score: Raw -520277.987590 + Penalty 2838.051401 = -517439.936189
  nChanged 1
		SP:Iteration 42Q (173436.360000 sec): 3 clusters
  Score: Raw -520278.197712 + Penalty 2838.051401 = -517440.146312
  nChanged 3
		SP:Iteration 43Q (173436.490000 sec): 3 clusters
  Score: Raw -520278.966584 + Penalty 2838.051401 = -517440.915183
  nChanged 1
		SP:Iteration 44Q (173436.630000 sec): 3 clusters
  Score: Raw -520279.339188 + Penalty 2838.051401 = -517441.287787
  nChanged 0
		SP:Iteration 45F (173436.770000 sec): 3 clusters
  Score: Raw -520279.339188 + Penalty 2838.051401 = -517441.287787
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (7665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173436.870000 sec): 2 clusters
  Score: Raw -634118.667106 + Penalty 1453.468216 = -632665.198890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173437.060000 sec): 3 clusters
  Score: Raw -630010.376804 + Penalty 2906.936432 = -627103.440372
  nChanged 3245
		SP:Iteration 1F (173437.250000 sec): 3 clusters
  Score: Raw -632276.970772 + Penalty 2906.936432 = -629370.034340
  nChanged 725
		SP:Iteration 2F (173437.430000 sec): 3 clusters
  Score: Raw -633006.139240 + Penalty 2906.936432 = -630099.202807
  nChanged 665
		SP:Iteration 3F (173437.690000 sec): 3 clusters
  Score: Raw -633733.601434 + Penalty 2906.936432 = -630826.665002
  nChanged 566
		SP:Iteration 4F (173437.910000 sec): 3 clusters
  Score: Raw -634245.292329 + Penalty 2906.936432 = -631338.355897
  nChanged 437
		SP:Iteration 5F (173438.110000 sec): 3 clusters
  Score: Raw -634531.406901 + Penalty 2906.936432 = -631624.470469
  nChanged 303
		SP:Iteration 6Q (173438.300000 sec): 3 clusters
  Score: Raw -634702.257261 + Penalty 2906.936432 = -631795.320828
  nChanged 232
		SP:Iteration 7Q (173438.470000 sec): 3 clusters
  Score: Raw -634840.926307 + Penalty 2906.936432 = -631933.989875
  nChanged 209
		SP:Iteration 8Q (173438.640000 sec): 3 clusters
  Score: Raw -634961.224702 + Penalty 2906.936432 = -632054.288270
  nChanged 164
		SP:Iteration 9Q (173438.820000 sec): 3 clusters
  Score: Raw -635039.219353 + Penalty 2906.936432 = -632132.282921
  nChanged 162
		SP:Iteration 10Q (173439.000000 sec): 3 clusters
  Score: Raw -635108.644729 + Penalty 2906.936432 = -632201.708297
  nChanged 128
		SP:Iteration 11Q (173439.180000 sec): 3 clusters
  Score: Raw -635157.652813 + Penalty 2906.936432 = -632250.716381
  nChanged 96
		SP:Iteration 12Q (173439.360000 sec): 3 clusters
  Score: Raw -635194.635296 + Penalty 2906.936432 = -632287.698864
  nChanged 96
		SP:Iteration 13Q (173439.550000 sec): 3 clusters
  Score: Raw -635229.862149 + Penalty 2906.936432 = -632322.925717
  nChanged 97
		SP:Iteration 14Q (173439.740000 sec): 3 clusters
  Score: Raw -635270.899478 + Penalty 2906.936432 = -632363.963046
  nChanged 101
		SP:Iteration 15Q (173439.920000 sec): 3 clusters
  Score: Raw -635313.598888 + Penalty 2906.936432 = -632406.662456
  nChanged 79
		SP:Iteration 16Q (173440.090000 sec): 3 clusters
  Score: Raw -635340.968968 + Penalty 2906.936432 = -632434.032536
  nChanged 74
		SP:Iteration 17Q (173440.260000 sec): 3 clusters
  Score: Raw -635363.244029 + Penalty 2906.936432 = -632456.307596
  nChanged 49
		SP:Iteration 18Q (173440.440000 sec): 3 clusters
  Score: Raw -635376.054833 + Penalty 2906.936432 = -632469.118400
  nChanged 37
		SP:Iteration 19Q (173440.620000 sec): 3 clusters
  Score: Raw -635384.870060 + Penalty 2906.936432 = -632477.933627
  nChanged 26
		SP:Iteration 20F (173440.800000 sec): 3 clusters
  Score: Raw -635391.544243 + Penalty 2906.936432 = -632484.607810
  nChanged 27
		SP:Iteration 21Q (173441.010000 sec): 3 clusters
  Score: Raw -635397.631510 + Penalty 2906.936432 = -632490.695078
  nChanged 20
		SP:Iteration 22Q (173441.260000 sec): 3 clusters
  Score: Raw -635401.907149 + Penalty 2906.936432 = -632494.970717
  nChanged 15
		SP:Iteration 23Q (173441.380000 sec): 3 clusters
  Score: Raw -635405.798153 + Penalty 2906.936432 = -632498.861721
  nChanged 12
		SP:Iteration 24Q (173441.550000 sec): 3 clusters
  Score: Raw -635408.844984 + Penalty 2906.936432 = -632501.908552
  nChanged 12
		SP:Iteration 25Q (173441.720000 sec): 3 clusters
  Score: Raw -635413.047335 + Penalty 2906.936432 = -632506.110902
  nChanged 23
		SP:Iteration 26Q (173441.880000 sec): 3 clusters
  Score: Raw -635421.718591 + Penalty 2906.936432 = -632514.782158
  nChanged 15
		SP:Iteration 27Q (173442.080000 sec): 3 clusters
  Score: Raw -635424.782817 + Penalty 2906.936432 = -632517.846385
  nChanged 12
		SP:Iteration 28Q (173442.260000 sec): 3 clusters
  Score: Raw -635426.908499 + Penalty 2906.936432 = -632519.972067
  nChanged 13
		SP:Iteration 29Q (173442.450000 sec): 3 clusters
  Score: Raw -635429.512690 + Penalty 2906.936432 = -632522.576258
  nChanged 11
		SP:Iteration 30Q (173442.630000 sec): 3 clusters
  Score: Raw -635432.122855 + Penalty 2906.936432 = -632525.186423
  nChanged 11
		SP:Iteration 31Q (173442.800000 sec): 3 clusters
  Score: Raw -635434.622561 + Penalty 2906.936432 = -632527.686129
  nChanged 9
		SP:Iteration 32Q (173442.970000 sec): 3 clusters
  Score: Raw -635435.799493 + Penalty 2906.936432 = -632528.863061
  nChanged 9
		SP:Iteration 33Q (173443.140000 sec): 3 clusters
  Score: Raw -635437.437748 + Penalty 2906.936432 = -632530.501316
  nChanged 9
		SP:Iteration 34Q (173443.300000 sec): 3 clusters
  Score: Raw -635438.959608 + Penalty 2906.936432 = -632532.023176
  nChanged 6
		SP:Iteration 35Q (173443.470000 sec): 3 clusters
  Score: Raw -635439.660107 + Penalty 2906.936432 = -632532.723675
  nChanged 4
		SP:Iteration 36Q (173443.680000 sec): 3 clusters
  Score: Raw -635439.970602 + Penalty 2906.936432 = -632533.034170
  nChanged 2
		SP:Iteration 37Q (173443.840000 sec): 3 clusters
  Score: Raw -635440.218231 + Penalty 2906.936432 = -632533.281798
  nChanged 1
		SP:Iteration 38Q (173444.020000 sec): 3 clusters
  Score: Raw -635440.348525 + Penalty 2906.936432 = -632533.412093
  nChanged 2
		SP:Iteration 39Q (173444.180000 sec): 3 clusters
  Score: Raw -635440.927591 + Penalty 2906.936432 = -632533.991159
  nChanged 5
		SP:Iteration 40F (173444.350000 sec): 3 clusters
  Score: Raw -635441.837017 + Penalty 2906.936432 = -632534.900585
  nChanged 5
		SP:Iteration 41Q (173444.520000 sec): 3 clusters
  Score: Raw -635442.527563 + Penalty 2906.936432 = -632535.591130
  nChanged 4
		SP:Iteration 42Q (173444.680000 sec): 3 clusters
  Score: Raw -635442.943027 + Penalty 2906.936432 = -632536.006594
  nChanged 1
		SP:Iteration 43Q (173444.860000 sec): 3 clusters
  Score: Raw -635442.991491 + Penalty 2906.936432 = -632536.055059
  nChanged 1
		SP:Iteration 44Q (173445.020000 sec): 3 clusters
  Score: Raw -635443.060939 + Penalty 2906.936432 = -632536.124507
  nChanged 0
		SP:Iteration 45F (173445.200000 sec): 3 clusters
  Score: Raw -635443.060939 + Penalty 2906.936432 = -632536.124507
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (2161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173445.300000 sec): 2 clusters
  Score: Raw -200310.406391 + Penalty 1247.728033 = -199062.678358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173445.430000 sec): 3 clusters
  Score: Raw -199394.872677 + Penalty 2495.456066 = -196899.416611
  nChanged 803
		SP:Iteration 1F (173445.560000 sec): 3 clusters
  Score: Raw -199908.485428 + Penalty 2495.456066 = -197413.029362
  nChanged 214
		SP:Iteration 2F (173445.690000 sec): 3 clusters
  Score: Raw -200144.352517 + Penalty 2495.456066 = -197648.896451
  nChanged 170
		SP:Iteration 3F (173445.820000 sec): 3 clusters
  Score: Raw -200310.306296 + Penalty 2495.456066 = -197814.850230
  nChanged 116
		SP:Iteration 4F (173445.940000 sec): 3 clusters
  Score: Raw -200427.415483 + Penalty 2495.456066 = -197931.959417
  nChanged 107
		SP:Iteration 5Q (173446.070000 sec): 3 clusters
  Score: Raw -200529.237096 + Penalty 2495.456066 = -198033.781030
  nChanged 78
		SP:Iteration 6Q (173446.210000 sec): 3 clusters
  Score: Raw -200608.675559 + Penalty 2495.456066 = -198113.219493
  nChanged 59
		SP:Iteration 7Q (173446.350000 sec): 3 clusters
  Score: Raw -200660.046316 + Penalty 2495.456066 = -198164.590250
  nChanged 36
		SP:Iteration 8Q (173446.500000 sec): 3 clusters
  Score: Raw -200691.190328 + Penalty 2495.456066 = -198195.734262
  nChanged 31
		SP:Iteration 9Q (173446.640000 sec): 3 clusters
  Score: Raw -200713.663842 + Penalty 2495.456066 = -198218.207776
  nChanged 22
		SP:Iteration 10Q (173446.780000 sec): 3 clusters
  Score: Raw -200733.018613 + Penalty 2495.456066 = -198237.562547
  nChanged 26
		SP:Iteration 11Q (173446.920000 sec): 3 clusters
  Score: Raw -200754.248453 + Penalty 2495.456066 = -198258.792387
  nChanged 28
		SP:Iteration 12Q (173447.070000 sec): 3 clusters
  Score: Raw -200780.737074 + Penalty 2495.456066 = -198285.281008
  nChanged 21
		SP:Iteration 13Q (173447.210000 sec): 3 clusters
  Score: Raw -200797.444997 + Penalty 2495.456066 = -198301.988931
  nChanged 26
		SP:Iteration 14Q (173447.360000 sec): 3 clusters
  Score: Raw -200816.993467 + Penalty 2495.456066 = -198321.537401
  nChanged 20
		SP:Iteration 15Q (173447.500000 sec): 3 clusters
  Score: Raw -200830.758282 + Penalty 2495.456066 = -198335.302216
  nChanged 19
		SP:Iteration 16Q (173447.640000 sec): 3 clusters
  Score: Raw -200845.855332 + Penalty 2495.456066 = -198350.399266
  nChanged 17
		SP:Iteration 17Q (173447.790000 sec): 3 clusters
  Score: Raw -200855.938879 + Penalty 2495.456066 = -198360.482813
  nChanged 9
		SP:Iteration 18Q (173447.930000 sec): 3 clusters
  Score: Raw -200860.693521 + Penalty 2495.456066 = -198365.237455
  nChanged 6
		SP:Iteration 19Q (173448.070000 sec): 3 clusters
  Score: Raw -200867.164107 + Penalty 2495.456066 = -198371.708041
  nChanged 11
		SP:Iteration 20F (173448.220000 sec): 3 clusters
  Score: Raw -200875.505576 + Penalty 2495.456066 = -198380.049510
  nChanged 10
		SP:Iteration 21Q (173448.360000 sec): 3 clusters
  Score: Raw -200881.214176 + Penalty 2495.456066 = -198385.758110
  nChanged 10
		SP:Iteration 22Q (173448.510000 sec): 3 clusters
  Score: Raw -200886.649124 + Penalty 2495.456066 = -198391.193058
  nChanged 6
		SP:Iteration 23Q (173448.650000 sec): 3 clusters
  Score: Raw -200889.331643 + Penalty 2495.456066 = -198393.875578
  nChanged 3
		SP:Iteration 24Q (173448.790000 sec): 3 clusters
  Score: Raw -200890.549054 + Penalty 2495.456066 = -198395.092988
  nChanged 6
		SP:Iteration 25Q (173448.930000 sec): 3 clusters
  Score: Raw -200894.569321 + Penalty 2495.456066 = -198399.113255
  nChanged 5
		SP:Iteration 26Q (173449.090000 sec): 3 clusters
  Score: Raw -200898.752277 + Penalty 2495.456066 = -198403.296211
  nChanged 5
		SP:Iteration 27Q (173449.240000 sec): 3 clusters
  Score: Raw -200902.079040 + Penalty 2495.456066 = -198406.622974
  nChanged 3
		SP:Iteration 28Q (173449.400000 sec): 3 clusters
  Score: Raw -200903.945322 + Penalty 2495.456066 = -198408.489257
  nChanged 5
		SP:Iteration 29Q (173449.560000 sec): 3 clusters
  Score: Raw -200907.393483 + Penalty 2495.456066 = -198411.937417
  nChanged 3
		SP:Iteration 30Q (173449.720000 sec): 3 clusters
  Score: Raw -200908.748725 + Penalty 2495.456066 = -198413.292659
  nChanged 3
		SP:Iteration 31Q (173449.890000 sec): 3 clusters
  Score: Raw -200910.246301 + Penalty 2495.456066 = -198414.790235
  nChanged 1
		SP:Iteration 32Q (173450.030000 sec): 3 clusters
  Score: Raw -200910.450191 + Penalty 2495.456066 = -198414.994125
  nChanged 0
		SP:Iteration 33F (173450.190000 sec): 3 clusters
  Score: Raw -200910.450191 + Penalty 2495.456066 = -198414.994125
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (4606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173450.290000 sec): 2 clusters
  Score: Raw -451685.600755 + Penalty 1370.706201 = -450314.894554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173450.430000 sec): 3 clusters
  Score: Raw -449384.348408 + Penalty 2741.412401 = -446642.936007
  nChanged 1857
		SP:Iteration 1F (173450.570000 sec): 3 clusters
  Score: Raw -450461.589143 + Penalty 2741.412401 = -447720.176742
  nChanged 395
		SP:Iteration 2F (173450.720000 sec): 3 clusters
  Score: Raw -450762.090465 + Penalty 2741.412401 = -448020.678064
  nChanged 344
		SP:Iteration 3F (173450.860000 sec): 3 clusters
  Score: Raw -451052.197124 + Penalty 2741.412401 = -448310.784723
  nChanged 320
		SP:Iteration 4F (173451.010000 sec): 3 clusters
  Score: Raw -451331.949528 + Penalty 2741.412401 = -448590.537127
  nChanged 289
		SP:Iteration 5F (173451.150000 sec): 3 clusters
  Score: Raw -451556.567254 + Penalty 2741.412401 = -448815.154853
  nChanged 230
		SP:Iteration 6Q (173451.300000 sec): 3 clusters
  Score: Raw -451743.590192 + Penalty 2741.412401 = -449002.177791
  nChanged 187
		SP:Iteration 7Q (173451.460000 sec): 3 clusters
  Score: Raw -451887.124578 + Penalty 2741.412401 = -449145.712177
  nChanged 138
		SP:Iteration 8Q (173451.620000 sec): 3 clusters
  Score: Raw -451960.460783 + Penalty 2741.412401 = -449219.048382
  nChanged 98
		SP:Iteration 9Q (173451.780000 sec): 3 clusters
  Score: Raw -452010.196311 + Penalty 2741.412401 = -449268.783910
  nChanged 74
		SP:Iteration 10Q (173451.940000 sec): 3 clusters
  Score: Raw -452052.115203 + Penalty 2741.412401 = -449310.702802
  nChanged 77
		SP:Iteration 11Q (173452.120000 sec): 3 clusters
  Score: Raw -452087.965366 + Penalty 2741.412401 = -449346.552965
  nChanged 57
		SP:Iteration 12Q (173452.260000 sec): 3 clusters
  Score: Raw -452119.155902 + Penalty 2741.412401 = -449377.743501
  nChanged 67
		SP:Iteration 13Q (173452.410000 sec): 3 clusters
  Score: Raw -452149.371990 + Penalty 2741.412401 = -449407.959589
  nChanged 51
		SP:Iteration 14Q (173452.570000 sec): 3 clusters
  Score: Raw -452170.439227 + Penalty 2741.412401 = -449429.026826
  nChanged 44
		SP:Iteration 15Q (173452.720000 sec): 3 clusters
  Score: Raw -452187.561446 + Penalty 2741.412401 = -449446.149045
  nChanged 40
		SP:Iteration 16Q (173452.880000 sec): 3 clusters
  Score: Raw -452201.406537 + Penalty 2741.412401 = -449459.994136
  nChanged 28
		SP:Iteration 17Q (173453.040000 sec): 3 clusters
  Score: Raw -452213.930935 + Penalty 2741.412401 = -449472.518534
  nChanged 27
		SP:Iteration 18Q (173453.190000 sec): 3 clusters
  Score: Raw -452224.840727 + Penalty 2741.412401 = -449483.428325
  nChanged 22
		SP:Iteration 19Q (173453.340000 sec): 3 clusters
  Score: Raw -452232.170721 + Penalty 2741.412401 = -449490.758320
  nChanged 20
		SP:Iteration 20F (173453.500000 sec): 3 clusters
  Score: Raw -452239.118786 + Penalty 2741.412401 = -449497.706385
  nChanged 18
		SP:Iteration 21Q (173453.660000 sec): 3 clusters
  Score: Raw -452245.820300 + Penalty 2741.412401 = -449504.407899
  nChanged 22
		SP:Iteration 22Q (173453.820000 sec): 3 clusters
  Score: Raw -452252.261717 + Penalty 2741.412401 = -449510.849316
  nChanged 19
		SP:Iteration 23Q (173453.970000 sec): 3 clusters
  Score: Raw -452258.342610 + Penalty 2741.412401 = -449516.930209
  nChanged 20
		SP:Iteration 24Q (173454.130000 sec): 3 clusters
  Score: Raw -452265.050403 + Penalty 2741.412401 = -449523.638002
  nChanged 17
		SP:Iteration 25Q (173454.280000 sec): 3 clusters
  Score: Raw -452270.790173 + Penalty 2741.412401 = -449529.377772
  nChanged 22
		SP:Iteration 26Q (173454.440000 sec): 3 clusters
  Score: Raw -452279.400159 + Penalty 2741.412401 = -449537.987758
  nChanged 24
		SP:Iteration 27Q (173454.590000 sec): 3 clusters
  Score: Raw -452288.678553 + Penalty 2741.412401 = -449547.266152
  nChanged 24
		SP:Iteration 28Q (173454.750000 sec): 3 clusters
  Score: Raw -452297.642118 + Penalty 2741.412401 = -449556.229717
  nChanged 21
		SP:Iteration 29Q (173454.910000 sec): 3 clusters
  Score: Raw -452302.897682 + Penalty 2741.412401 = -449561.485281
  nChanged 12
		SP:Iteration 30Q (173455.060000 sec): 3 clusters
  Score: Raw -452305.729189 + Penalty 2741.412401 = -449564.316788
  nChanged 10
		SP:Iteration 31Q (173455.210000 sec): 3 clusters
  Score: Raw -452308.399728 + Penalty 2741.412401 = -449566.987327
  nChanged 7
		SP:Iteration 32Q (173455.370000 sec): 3 clusters
  Score: Raw -452310.448497 + Penalty 2741.412401 = -449569.036096
  nChanged 10
		SP:Iteration 33Q (173455.530000 sec): 3 clusters
  Score: Raw -452313.456486 + Penalty 2741.412401 = -449572.044085
  nChanged 12
		SP:Iteration 34Q (173455.680000 sec): 3 clusters
  Score: Raw -452317.827742 + Penalty 2741.412401 = -449576.415340
  nChanged 11
		SP:Iteration 35Q (173455.840000 sec): 3 clusters
  Score: Raw -452325.327462 + Penalty 2741.412401 = -449583.915061
  nChanged 25
		SP:Iteration 36Q (173455.990000 sec): 3 clusters
  Score: Raw -452337.062977 + Penalty 2741.412401 = -449595.650575
  nChanged 21
		SP:Iteration 37Q (173456.150000 sec): 3 clusters
  Score: Raw -452347.618668 + Penalty 2741.412401 = -449606.206267
  nChanged 19
		SP:Iteration 38Q (173456.300000 sec): 3 clusters
  Score: Raw -452355.918069 + Penalty 2741.412401 = -449614.505668
  nChanged 21
		SP:Iteration 39Q (173456.450000 sec): 3 clusters
  Score: Raw -452363.050099 + Penalty 2741.412401 = -449621.637698
  nChanged 14
		SP:Iteration 40F (173456.610000 sec): 3 clusters
  Score: Raw -452368.190203 + Penalty 2741.412401 = -449626.777802
  nChanged 18
		SP:Iteration 41Q (173456.770000 sec): 3 clusters
  Score: Raw -452375.570838 + Penalty 2741.412401 = -449634.158437
  nChanged 16
		SP:Iteration 42Q (173456.920000 sec): 3 clusters
  Score: Raw -452380.911660 + Penalty 2741.412401 = -449639.499259
  nChanged 15
		SP:Iteration 43Q (173457.070000 sec): 3 clusters
  Score: Raw -452388.000789 + Penalty 2741.412401 = -449646.588388
  nChanged 17
		SP:Iteration 44Q (173457.230000 sec): 3 clusters
  Score: Raw -452396.297492 + Penalty 2741.412401 = -449654.885091
  nChanged 20
		SP:Iteration 45Q (173457.390000 sec): 3 clusters
  Score: Raw -452402.507955 + Penalty 2741.412401 = -449661.095554
  nChanged 15
		SP:Iteration 46Q (173457.540000 sec): 3 clusters
  Score: Raw -452406.485694 + Penalty 2741.412401 = -449665.073293
  nChanged 10
		SP:Iteration 47Q (173457.700000 sec): 3 clusters
  Score: Raw -452409.646893 + Penalty 2741.412401 = -449668.234492
  nChanged 8
		SP:Iteration 48Q (173457.850000 sec): 3 clusters
  Score: Raw -452412.554649 + Penalty 2741.412401 = -449671.142248
  nChanged 13
		SP:Iteration 49Q (173458.010000 sec): 3 clusters
  Score: Raw -452416.046782 + Penalty 2741.412401 = -449674.634381
  nChanged 6
		SP:Iteration 50Q (173458.160000 sec): 3 clusters
  Score: Raw -452417.903528 + Penalty 2741.412401 = -449676.491127
  nChanged 4
		SP:Iteration 51Q (173458.320000 sec): 3 clusters
  Score: Raw -452419.072633 + Penalty 2741.412401 = -449677.660231
  nChanged 4
		SP:Iteration 52Q (173458.470000 sec): 3 clusters
  Score: Raw -452419.728981 + Penalty 2741.412401 = -449678.316580
  nChanged 2
		SP:Iteration 53Q (173458.630000 sec): 3 clusters
  Score: Raw -452420.153327 + Penalty 2741.412401 = -449678.740926
  nChanged 1
		SP:Iteration 54Q (173458.790000 sec): 3 clusters
  Score: Raw -452420.486385 + Penalty 2741.412401 = -449679.073983
  nChanged 2
		SP:Iteration 55Q (173458.940000 sec): 3 clusters
  Score: Raw -452420.828805 + Penalty 2741.412401 = -449679.416404
  nChanged 1
		SP:Iteration 56Q (173459.130000 sec): 3 clusters
  Score: Raw -452420.998063 + Penalty 2741.412401 = -449679.585662
  nChanged 2
		SP:Iteration 57Q (173459.260000 sec): 3 clusters
  Score: Raw -452421.382807 + Penalty 2741.412401 = -449679.970406
  nChanged 2
		SP:Iteration 58Q (173459.400000 sec): 3 clusters
  Score: Raw -452421.828821 + Penalty 2741.412401 = -449680.416420
  nChanged 4
		SP:Iteration 59Q (173459.550000 sec): 3 clusters
  Score: Raw -452423.180753 + Penalty 2741.412401 = -449681.768352
  nChanged 10
		SP:Iteration 60F (173459.690000 sec): 3 clusters
  Score: Raw -452425.879724 + Penalty 2741.412401 = -449684.467323
  nChanged 6
		SP:Iteration 61Q (173459.840000 sec): 3 clusters
  Score: Raw -452427.449333 + Penalty 2741.412401 = -449686.036932
  nChanged 7
		SP:Iteration 62Q (173460.000000 sec): 3 clusters
  Score: Raw -452430.115132 + Penalty 2741.412401 = -449688.702731
  nChanged 7
		SP:Iteration 63Q (173460.150000 sec): 3 clusters
  Score: Raw -452432.225089 + Penalty 2741.412401 = -449690.812688
  nChanged 6
		SP:Iteration 64Q (173460.310000 sec): 3 clusters
  Score: Raw -452434.328683 + Penalty 2741.412401 = -449692.916282
  nChanged 8
		SP:Iteration 65Q (173460.460000 sec): 3 clusters
  Score: Raw -452437.077169 + Penalty 2741.412401 = -449695.664768
  nChanged 9
		SP:Iteration 66Q (173460.620000 sec): 3 clusters
  Score: Raw -452439.480854 + Penalty 2741.412401 = -449698.068453
  nChanged 9
		SP:Iteration 67Q (173460.770000 sec): 3 clusters
  Score: Raw -452441.570191 + Penalty 2741.412401 = -449700.157790
  nChanged 7
		SP:Iteration 68Q (173460.930000 sec): 3 clusters
  Score: Raw -452443.517468 + Penalty 2741.412401 = -449702.105067
  nChanged 8
		SP:Iteration 69Q (173461.090000 sec): 3 clusters
  Score: Raw -452445.733053 + Penalty 2741.412401 = -449704.320652
  nChanged 2
		SP:Iteration 70Q (173461.240000 sec): 3 clusters
  Score: Raw -452446.189774 + Penalty 2741.412401 = -449704.777373
  nChanged 1
		SP:Iteration 71Q (173461.400000 sec): 3 clusters
  Score: Raw -452446.416026 + Penalty 2741.412401 = -449705.003625
  nChanged 4
		SP:Iteration 72Q (173461.550000 sec): 3 clusters
  Score: Raw -452447.445709 + Penalty 2741.412401 = -449706.033308
  nChanged 6
		SP:Iteration 73Q (173461.710000 sec): 3 clusters
  Score: Raw -452448.835565 + Penalty 2741.412401 = -449707.423164
  nChanged 5
		SP:Iteration 74Q (173461.870000 sec): 3 clusters
  Score: Raw -452450.249608 + Penalty 2741.412401 = -449708.837207
  nChanged 8
		SP:Iteration 75Q (173462.030000 sec): 3 clusters
  Score: Raw -452452.023706 + Penalty 2741.412401 = -449710.611305
  nChanged 7
		SP:Iteration 76Q (173462.190000 sec): 3 clusters
  Score: Raw -452453.841240 + Penalty 2741.412401 = -449712.428839
  nChanged 5
		SP:Iteration 77Q (173462.350000 sec): 3 clusters
  Score: Raw -452455.424377 + Penalty 2741.412401 = -449714.011976
  nChanged 6
		SP:Iteration 78Q (173462.510000 sec): 3 clusters
  Score: Raw -452457.352045 + Penalty 2741.412401 = -449715.939644
  nChanged 5
		SP:Iteration 79Q (173462.670000 sec): 3 clusters
  Score: Raw -452458.928191 + Penalty 2741.412401 = -449717.515790
  nChanged 7
		SP:Iteration 80F (173462.830000 sec): 3 clusters
  Score: Raw -452461.546174 + Penalty 2741.412401 = -449720.133773
  nChanged 11
		SP:Iteration 81Q (173462.990000 sec): 3 clusters
  Score: Raw -452465.070520 + Penalty 2741.412401 = -449723.658119
  nChanged 14
		SP:Iteration 82Q (173463.160000 sec): 3 clusters
  Score: Raw -452469.448783 + Penalty 2741.412401 = -449728.036382
  nChanged 15
		SP:Iteration 83Q (173463.320000 sec): 3 clusters
  Score: Raw -452474.043346 + Penalty 2741.412401 = -449732.630944
  nChanged 8
		SP:Iteration 84Q (173463.490000 sec): 3 clusters
  Score: Raw -452477.687770 + Penalty 2741.412401 = -449736.275369
  nChanged 14
		SP:Iteration 85Q (173463.650000 sec): 3 clusters
  Score: Raw -452483.862729 + Penalty 2741.412401 = -449742.450328
  nChanged 15
		SP:Iteration 86Q (173463.800000 sec): 3 clusters
  Score: Raw -452489.500967 + Penalty 2741.412401 = -449748.088566
  nChanged 12
		SP:Iteration 87Q (173463.950000 sec): 3 clusters
  Score: Raw -452493.592464 + Penalty 2741.412401 = -449752.180062
  nChanged 13
		SP:Iteration 88Q (173464.090000 sec): 3 clusters
  Score: Raw -452497.945295 + Penalty 2741.412401 = -449756.532894
  nChanged 6
		SP:Iteration 89Q (173464.240000 sec): 3 clusters
  Score: Raw -452500.058134 + Penalty 2741.412401 = -449758.645733
  nChanged 4
		SP:Iteration 90Q (173464.390000 sec): 3 clusters
  Score: Raw -452501.205763 + Penalty 2741.412401 = -449759.793362
  nChanged 6
		SP:Iteration 91Q (173464.550000 sec): 3 clusters
  Score: Raw -452502.692369 + Penalty 2741.412401 = -449761.279968
  nChanged 3
		SP:Iteration 92Q (173464.700000 sec): 3 clusters
  Score: Raw -452503.422424 + Penalty 2741.412401 = -449762.010023
  nChanged 5
		SP:Iteration 93Q (173464.860000 sec): 3 clusters
  Score: Raw -452504.571430 + Penalty 2741.412401 = -449763.159029
  nChanged 2
		SP:Iteration 94Q (173465.010000 sec): 3 clusters
  Score: Raw -452505.056723 + Penalty 2741.412401 = -449763.644322
  nChanged 1
		SP:Iteration 95Q (173465.170000 sec): 3 clusters
  Score: Raw -452505.261992 + Penalty 2741.412401 = -449763.849591
  nChanged 2
		SP:Iteration 96Q (173465.330000 sec): 3 clusters
  Score: Raw -452505.618173 + Penalty 2741.412401 = -449764.205772
  nChanged 2
		SP:Iteration 97Q (173465.490000 sec): 3 clusters
  Score: Raw -452506.117879 + Penalty 2741.412401 = -449764.705478
  nChanged 4
		SP:Iteration 98Q (173465.640000 sec): 3 clusters
  Score: Raw -452507.391837 + Penalty 2741.412401 = -449765.979436
  nChanged 5
		SP:Iteration 99Q (173465.800000 sec): 3 clusters
  Score: Raw -452509.204190 + Penalty 2741.412401 = -449767.791789
  nChanged 10
		SP:Iteration 100F (173465.950000 sec): 3 clusters
  Score: Raw -452512.117726 + Penalty 2741.412401 = -449770.705325
  nChanged 7
		SP:Iteration 101Q (173466.110000 sec): 3 clusters
  Score: Raw -452514.143234 + Penalty 2741.412401 = -449772.730833
  nChanged 10
		SP:Iteration 102Q (173466.260000 sec): 3 clusters
  Score: Raw -452517.493075 + Penalty 2741.412401 = -449776.080674
  nChanged 7
		SP:Iteration 103Q (173466.420000 sec): 3 clusters
  Score: Raw -452519.842493 + Penalty 2741.412401 = -449778.430092
  nChanged 12
		SP:Iteration 104Q (173466.580000 sec): 3 clusters
  Score: Raw -452523.894646 + Penalty 2741.412401 = -449782.482245
  nChanged 9
		SP:Iteration 105Q (173466.730000 sec): 3 clusters
  Score: Raw -452526.765554 + Penalty 2741.412401 = -449785.353153
  nChanged 11
		SP:Iteration 106Q (173466.880000 sec): 3 clusters
  Score: Raw -452531.224254 + Penalty 2741.412401 = -449789.811852
  nChanged 15
		SP:Iteration 107Q (173467.040000 sec): 3 clusters
  Score: Raw -452537.292827 + Penalty 2741.412401 = -449795.880426
  nChanged 18
		SP:Iteration 108Q (173467.200000 sec): 3 clusters
  Score: Raw -452543.978219 + Penalty 2741.412401 = -449802.565818
  nChanged 21
		SP:Iteration 109Q (173467.350000 sec): 3 clusters
  Score: Raw -452553.127893 + Penalty 2741.412401 = -449811.715492
  nChanged 19
		SP:Iteration 110Q (173467.500000 sec): 3 clusters
  Score: Raw -452560.032654 + Penalty 2741.412401 = -449818.620252
  nChanged 16
		SP:Iteration 111Q (173467.660000 sec): 3 clusters
  Score: Raw -452566.827526 + Penalty 2741.412401 = -449825.415125
  nChanged 17
		SP:Iteration 112Q (173467.810000 sec): 3 clusters
  Score: Raw -452572.720073 + Penalty 2741.412401 = -449831.307672
  nChanged 14
		SP:Iteration 113Q (173467.970000 sec): 3 clusters
  Score: Raw -452577.311734 + Penalty 2741.412401 = -449835.899333
  nChanged 9
		SP:Iteration 114Q (173468.120000 sec): 3 clusters
  Score: Raw -452580.247196 + Penalty 2741.412401 = -449838.834794
  nChanged 6
		SP:Iteration 115Q (173468.280000 sec): 3 clusters
  Score: Raw -452582.482690 + Penalty 2741.412401 = -449841.070289
  nChanged 5
		SP:Iteration 116Q (173468.440000 sec): 3 clusters
  Score: Raw -452584.675154 + Penalty 2741.412401 = -449843.262753
  nChanged 6
		SP:Iteration 117Q (173468.590000 sec): 3 clusters
  Score: Raw -452586.811927 + Penalty 2741.412401 = -449845.399526
  nChanged 4
		SP:Iteration 118Q (173468.740000 sec): 3 clusters
  Score: Raw -452588.251356 + Penalty 2741.412401 = -449846.838954
  nChanged 6
		SP:Iteration 119Q (173468.900000 sec): 3 clusters
  Score: Raw -452590.129141 + Penalty 2741.412401 = -449848.716740
  nChanged 2
		SP:Iteration 120F (173469.080000 sec): 3 clusters
  Score: Raw -452590.631009 + Penalty 2741.412401 = -449849.218608
  nChanged 3
		SP:Iteration 121Q (173469.220000 sec): 3 clusters
  Score: Raw -452591.650523 + Penalty 2741.412401 = -449850.238122
  nChanged 4
		SP:Iteration 122Q (173469.380000 sec): 3 clusters
  Score: Raw -452592.944141 + Penalty 2741.412401 = -449851.531740
  nChanged 4
		SP:Iteration 123Q (173469.540000 sec): 3 clusters
  Score: Raw -452594.314519 + Penalty 2741.412401 = -449852.902118
  nChanged 2
		SP:Iteration 124Q (173469.700000 sec): 3 clusters
  Score: Raw -452595.147564 + Penalty 2741.412401 = -449853.735163
  nChanged 5
		SP:Iteration 125Q (173469.860000 sec): 3 clusters
  Score: Raw -452596.698858 + Penalty 2741.412401 = -449855.286457
  nChanged 5
		SP:Iteration 126Q (173470.030000 sec): 3 clusters
  Score: Raw -452598.062198 + Penalty 2741.412401 = -449856.649797
  nChanged 4
		SP:Iteration 127Q (173470.200000 sec): 3 clusters
  Score: Raw -452599.253493 + Penalty 2741.412401 = -449857.841092
  nChanged 6
		SP:Iteration 128Q (173470.370000 sec): 3 clusters
  Score: Raw -452600.822746 + Penalty 2741.412401 = -449859.410345
  nChanged 2
		SP:Iteration 129Q (173470.540000 sec): 3 clusters
  Score: Raw -452601.313072 + Penalty 2741.412401 = -449859.900671
  nChanged 1
		SP:Iteration 130Q (173470.700000 sec): 3 clusters
  Score: Raw -452601.564344 + Penalty 2741.412401 = -449860.151942
  nChanged 3
		SP:Iteration 131Q (173470.860000 sec): 3 clusters
  Score: Raw -452602.149230 + Penalty 2741.412401 = -449860.736829
  nChanged 0
		SP:Iteration 132F (173471.020000 sec): 3 clusters
  Score: Raw -452602.149230 + Penalty 2741.412401 = -449860.736829
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173471.090000 sec): 2 clusters
  Score: Raw -74047.324167 + Penalty 1114.516818 = -72932.807349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173471.250000 sec): 3 clusters
  Score: Raw -73761.654022 + Penalty 2229.033636 = -71532.620386
  nChanged 296
		SP:Iteration 1F (173471.410000 sec): 3 clusters
  Score: Raw -74126.176815 + Penalty 2229.033636 = -71897.143178
  nChanged 96
		SP:Iteration 2F (173471.570000 sec): 3 clusters
  Score: Raw -74272.033977 + Penalty 2229.033636 = -72043.000341
  nChanged 44
		SP:Iteration 3Q (173471.730000 sec): 3 clusters
  Score: Raw -74353.039567 + Penalty 2229.033636 = -72124.005930
  nChanged 37
		SP:Iteration 4Q (173471.890000 sec): 3 clusters
  Score: Raw -74418.894151 + Penalty 2229.033636 = -72189.860514
  nChanged 47
		SP:Iteration 5Q (173472.050000 sec): 3 clusters
  Score: Raw -74519.352107 + Penalty 2229.033636 = -72290.318471
  nChanged 44
		SP:Iteration 6Q (173472.210000 sec): 3 clusters
  Score: Raw -74641.491888 + Penalty 2229.033636 = -72412.458252
  nChanged 52
		SP:Iteration 7F (173472.370000 sec): 3 clusters
  Score: Raw -74740.770734 + Penalty 2229.033636 = -72511.737097
  nChanged 36
		SP:Iteration 8Q (173472.530000 sec): 3 clusters
  Score: Raw -74789.841822 + Penalty 2229.033636 = -72560.808186
  nChanged 24
		SP:Iteration 9Q (173472.690000 sec): 3 clusters
  Score: Raw -74820.913462 + Penalty 2229.033636 = -72591.879825
  nChanged 16
		SP:Iteration 10Q (173472.850000 sec): 3 clusters
  Score: Raw -74841.262653 + Penalty 2229.033636 = -72612.229017
  nChanged 12
		SP:Iteration 11Q (173473.010000 sec): 3 clusters
  Score: Raw -74861.281305 + Penalty 2229.033636 = -72632.247669
  nChanged 7
		SP:Iteration 12Q (173473.160000 sec): 3 clusters
  Score: Raw -74885.995361 + Penalty 2229.033636 = -72656.961725
  nChanged 6
		SP:Iteration 13Q (173473.320000 sec): 3 clusters
  Score: Raw -74898.153663 + Penalty 2229.033636 = -72669.120027
  nChanged 6
		SP:Iteration 14Q (173473.470000 sec): 3 clusters
  Score: Raw -74908.132740 + Penalty 2229.033636 = -72679.099104
  nChanged 3
		SP:Iteration 15Q (173473.630000 sec): 3 clusters
  Score: Raw -74913.721964 + Penalty 2229.033636 = -72684.688328
  nChanged 3
		SP:Iteration 16Q (173473.790000 sec): 3 clusters
  Score: Raw -74918.521052 + Penalty 2229.033636 = -72689.487416
  nChanged 3
		SP:Iteration 17Q (173473.940000 sec): 3 clusters
  Score: Raw -74932.273622 + Penalty 2229.033636 = -72703.239986
  nChanged 8
		SP:Iteration 18Q (173474.100000 sec): 3 clusters
  Score: Raw -74947.451350 + Penalty 2229.033636 = -72718.417714
  nChanged 12
		SP:Iteration 19Q (173474.270000 sec): 3 clusters
  Score: Raw -74969.439945 + Penalty 2229.033636 = -72740.406309
  nChanged 9
		SP:Iteration 20F (173474.410000 sec): 3 clusters
  Score: Raw -74979.052613 + Penalty 2229.033636 = -72750.018977
  nChanged 4
		SP:Iteration 21Q (173474.510000 sec): 3 clusters
  Score: Raw -74984.283958 + Penalty 2229.033636 = -72755.250322
  nChanged 7
		SP:Iteration 22Q (173474.530000 sec): 3 clusters
  Score: Raw -74991.138587 + Penalty 2229.033636 = -72762.104950
  nChanged 3
		SP:Iteration 23Q (173474.550000 sec): 3 clusters
  Score: Raw -74995.726273 + Penalty 2229.033636 = -72766.692637
  nChanged 4
		SP:Iteration 24Q (173474.570000 sec): 3 clusters
  Score: Raw -74998.815324 + Penalty 2229.033636 = -72769.781688
  nChanged 3
		SP:Iteration 25Q (173474.600000 sec): 3 clusters
  Score: Raw -75000.736428 + Penalty 2229.033636 = -72771.702792
  nChanged 3
		SP:Iteration 26Q (173474.620000 sec): 3 clusters
  Score: Raw -75003.460887 + Penalty 2229.033636 = -72774.427251
  nChanged 5
		SP:Iteration 27Q (173474.720000 sec): 3 clusters
  Score: Raw -75008.190418 + Penalty 2229.033636 = -72779.156782
  nChanged 1
		SP:Iteration 28Q (173474.740000 sec): 3 clusters
  Score: Raw -75008.486117 + Penalty 2229.033636 = -72779.452480
  nChanged 1
		SP:Iteration 29Q (173474.890000 sec): 3 clusters
  Score: Raw -75008.680552 + Penalty 2229.033636 = -72779.646916
  nChanged 0
		SP:Iteration 30F (173475.020000 sec): 3 clusters
  Score: Raw -75008.680552 + Penalty 2229.033636 = -72779.646916
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173475.090000 sec): 2 clusters
  Score: Raw -239934.493643 + Penalty 1314.690373 = -238619.803270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173475.250000 sec): 3 clusters
  Score: Raw -238426.050835 + Penalty 2629.380746 = -235796.670089
  nChanged 1230
		SP:Iteration 1F (173475.410000 sec): 3 clusters
  Score: Raw -239291.241475 + Penalty 2629.380746 = -236661.860729
  nChanged 324
		SP:Iteration 2F (173475.590000 sec): 3 clusters
  Score: Raw -239593.714365 + Penalty 2629.380746 = -236964.333618
  nChanged 257
		SP:Iteration 3F (173475.770000 sec): 3 clusters
  Score: Raw -239828.381755 + Penalty 2629.380746 = -237199.001009
  nChanged 185
		SP:Iteration 4F (173475.940000 sec): 3 clusters
  Score: Raw -239981.036511 + Penalty 2629.380746 = -237351.655764
  nChanged 147
		SP:Iteration 5Q (173476.120000 sec): 3 clusters
  Score: Raw -240103.047758 + Penalty 2629.380746 = -237473.667012
  nChanged 140
		SP:Iteration 6Q (173476.290000 sec): 3 clusters
  Score: Raw -240229.122929 + Penalty 2629.380746 = -237599.742182
  nChanged 124
		SP:Iteration 7Q (173476.470000 sec): 3 clusters
  Score: Raw -240308.952991 + Penalty 2629.380746 = -237679.572245
  nChanged 83
		SP:Iteration 8Q (173476.640000 sec): 3 clusters
  Score: Raw -240365.681472 + Penalty 2629.380746 = -237736.300726
  nChanged 72
		SP:Iteration 9Q (173476.820000 sec): 3 clusters
  Score: Raw -240412.732181 + Penalty 2629.380746 = -237783.351435
  nChanged 50
		SP:Iteration 10Q (173476.990000 sec): 3 clusters
  Score: Raw -240440.385439 + Penalty 2629.380746 = -237811.004693
  nChanged 48
		SP:Iteration 11Q (173477.170000 sec): 3 clusters
  Score: Raw -240469.311842 + Penalty 2629.380746 = -237839.931095
  nChanged 35
		SP:Iteration 12Q (173477.370000 sec): 3 clusters
  Score: Raw -240486.535452 + Penalty 2629.380746 = -237857.154706
  nChanged 30
		SP:Iteration 13Q (173477.510000 sec): 3 clusters
  Score: Raw -240501.836958 + Penalty 2629.380746 = -237872.456211
  nChanged 27
		SP:Iteration 14Q (173477.690000 sec): 3 clusters
  Score: Raw -240513.576979 + Penalty 2629.380746 = -237884.196232
  nChanged 20
		SP:Iteration 15Q (173477.860000 sec): 3 clusters
  Score: Raw -240520.219786 + Penalty 2629.380746 = -237890.839039
  nChanged 15
		SP:Iteration 16Q (173478.040000 sec): 3 clusters
  Score: Raw -240525.745143 + Penalty 2629.380746 = -237896.364397
  nChanged 15
		SP:Iteration 17Q (173478.210000 sec): 3 clusters
  Score: Raw -240534.402450 + Penalty 2629.380746 = -237905.021703
  nChanged 13
		SP:Iteration 18Q (173478.390000 sec): 3 clusters
  Score: Raw -240540.384787 + Penalty 2629.380746 = -237911.004041
  nChanged 11
		SP:Iteration 19Q (173478.610000 sec): 3 clusters
  Score: Raw -240543.748853 + Penalty 2629.380746 = -237914.368106
  nChanged 8
		SP:Iteration 20F (173478.740000 sec): 3 clusters
  Score: Raw -240546.947058 + Penalty 2629.380746 = -237917.566312
  nChanged 9
		SP:Iteration 21Q (173478.910000 sec): 3 clusters
  Score: Raw -240549.807373 + Penalty 2629.380746 = -237920.426626
  nChanged 8
		SP:Iteration 22Q (173479.090000 sec): 3 clusters
  Score: Raw -240551.983164 + Penalty 2629.380746 = -237922.602417
  nChanged 8
		SP:Iteration 23Q (173479.270000 sec): 3 clusters
  Score: Raw -240555.327059 + Penalty 2629.380746 = -237925.946312
  nChanged 11
		SP:Iteration 24Q (173479.440000 sec): 3 clusters
  Score: Raw -240559.402359 + Penalty 2629.380746 = -237930.021613
  nChanged 9
		SP:Iteration 25Q (173479.620000 sec): 3 clusters
  Score: Raw -240562.231663 + Penalty 2629.380746 = -237932.850917
  nChanged 10
		SP:Iteration 26Q (173479.790000 sec): 3 clusters
  Score: Raw -240564.511158 + Penalty 2629.380746 = -237935.130411
  nChanged 4
		SP:Iteration 27Q (173479.970000 sec): 3 clusters
  Score: Raw -240565.941964 + Penalty 2629.380746 = -237936.561218
  nChanged 3
		SP:Iteration 28Q (173480.140000 sec): 3 clusters
  Score: Raw -240567.847062 + Penalty 2629.380746 = -237938.466316
  nChanged 3
		SP:Iteration 29Q (173480.320000 sec): 3 clusters
  Score: Raw -240570.049863 + Penalty 2629.380746 = -237940.669116
  nChanged 10
		SP:Iteration 30Q (173480.500000 sec): 3 clusters
  Score: Raw -240574.161712 + Penalty 2629.380746 = -237944.780966
  nChanged 13
		SP:Iteration 31Q (173480.670000 sec): 3 clusters
  Score: Raw -240578.210047 + Penalty 2629.380746 = -237948.829300
  nChanged 8
		SP:Iteration 32Q (173480.840000 sec): 3 clusters
  Score: Raw -240580.880323 + Penalty 2629.380746 = -237951.499577
  nChanged 11
		SP:Iteration 33Q (173481.020000 sec): 3 clusters
  Score: Raw -240587.171828 + Penalty 2629.380746 = -237957.791081
  nChanged 13
		SP:Iteration 34Q (173481.200000 sec): 3 clusters
  Score: Raw -240591.627086 + Penalty 2629.380746 = -237962.246340
  nChanged 18
		SP:Iteration 35Q (173481.370000 sec): 3 clusters
  Score: Raw -240599.499990 + Penalty 2629.380746 = -237970.119243
  nChanged 16
		SP:Iteration 36Q (173481.540000 sec): 3 clusters
  Score: Raw -240605.613096 + Penalty 2629.380746 = -237976.232349
  nChanged 20
		SP:Iteration 37Q (173481.720000 sec): 3 clusters
  Score: Raw -240612.650957 + Penalty 2629.380746 = -237983.270211
  nChanged 19
		SP:Iteration 38Q (173481.890000 sec): 3 clusters
  Score: Raw -240619.388159 + Penalty 2629.380746 = -237990.007412
  nChanged 16
		SP:Iteration 39Q (173482.070000 sec): 3 clusters
  Score: Raw -240625.815624 + Penalty 2629.380746 = -237996.434877
  nChanged 17
		SP:Iteration 40F (173482.240000 sec): 3 clusters
  Score: Raw -240634.311638 + Penalty 2629.380746 = -238004.930892
  nChanged 20
		SP:Iteration 41Q (173482.420000 sec): 3 clusters
  Score: Raw -240644.117411 + Penalty 2629.380746 = -238014.736665
  nChanged 14
		SP:Iteration 42Q (173482.590000 sec): 3 clusters
  Score: Raw -240648.430645 + Penalty 2629.380746 = -238019.049899
  nChanged 16
		SP:Iteration 43Q (173482.770000 sec): 3 clusters
  Score: Raw -240655.689513 + Penalty 2629.380746 = -238026.308767
  nChanged 20
		SP:Iteration 44Q (173482.940000 sec): 3 clusters
  Score: Raw -240666.854480 + Penalty 2629.380746 = -238037.473733
  nChanged 22
		SP:Iteration 45Q (173483.120000 sec): 3 clusters
  Score: Raw -240680.739974 + Penalty 2629.380746 = -238051.359227
  nChanged 24
		SP:Iteration 46Q (173483.300000 sec): 3 clusters
  Score: Raw -240693.428165 + Penalty 2629.380746 = -238064.047419
  nChanged 32
		SP:Iteration 47Q (173483.470000 sec): 3 clusters
  Score: Raw -240708.953289 + Penalty 2629.380746 = -238079.572542
  nChanged 28
		SP:Iteration 48Q (173483.640000 sec): 3 clusters
  Score: Raw -240726.300789 + Penalty 2629.380746 = -238096.920043
  nChanged 28
		SP:Iteration 49Q (173483.820000 sec): 3 clusters
  Score: Raw -240742.877691 + Penalty 2629.380746 = -238113.496945
  nChanged 33
		SP:Iteration 50Q (173484.000000 sec): 3 clusters
  Score: Raw -240760.581225 + Penalty 2629.380746 = -238131.200479
  nChanged 27
		SP:Iteration 51Q (173484.170000 sec): 3 clusters
  Score: Raw -240772.218022 + Penalty 2629.380746 = -238142.837276
  nChanged 17
		SP:Iteration 52Q (173484.350000 sec): 3 clusters
  Score: Raw -240781.872675 + Penalty 2629.380746 = -238152.491928
  nChanged 18
		SP:Iteration 53Q (173484.520000 sec): 3 clusters
  Score: Raw -240792.247058 + Penalty 2629.380746 = -238162.866312
  nChanged 21
		SP:Iteration 54Q (173484.700000 sec): 3 clusters
  Score: Raw -240804.194724 + Penalty 2629.380746 = -238174.813978
  nChanged 20
		SP:Iteration 55Q (173484.870000 sec): 3 clusters
  Score: Raw -240814.666158 + Penalty 2629.380746 = -238185.285411
  nChanged 18
		SP:Iteration 56Q (173485.050000 sec): 3 clusters
  Score: Raw -240822.156935 + Penalty 2629.380746 = -238192.776189
  nChanged 9
		SP:Iteration 57Q (173485.220000 sec): 3 clusters
  Score: Raw -240827.761553 + Penalty 2629.380746 = -238198.380806
  nChanged 14
		SP:Iteration 58Q (173485.400000 sec): 3 clusters
  Score: Raw -240832.738245 + Penalty 2629.380746 = -238203.357498
  nChanged 8
		SP:Iteration 59Q (173485.570000 sec): 3 clusters
  Score: Raw -240835.969877 + Penalty 2629.380746 = -238206.589131
  nChanged 6
		SP:Iteration 60F (173485.750000 sec): 3 clusters
  Score: Raw -240838.769145 + Penalty 2629.380746 = -238209.388399
  nChanged 4
		SP:Iteration 61Q (173485.910000 sec): 3 clusters
  Score: Raw -240839.873347 + Penalty 2629.380746 = -238210.492600
  nChanged 4
		SP:Iteration 62Q (173486.090000 sec): 3 clusters
  Score: Raw -240841.231376 + Penalty 2629.380746 = -238211.850629
  nChanged 5
		SP:Iteration 63Q (173486.260000 sec): 3 clusters
  Score: Raw -240842.408371 + Penalty 2629.380746 = -238213.027625
  nChanged 5
		SP:Iteration 64Q (173486.440000 sec): 3 clusters
  Score: Raw -240844.870076 + Penalty 2629.380746 = -238215.489330
  nChanged 3
		SP:Iteration 65Q (173486.620000 sec): 3 clusters
  Score: Raw -240845.869845 + Penalty 2629.380746 = -238216.489099
  nChanged 3
		SP:Iteration 66Q (173486.780000 sec): 3 clusters
  Score: Raw -240847.371561 + Penalty 2629.380746 = -238217.990814
  nChanged 4
		SP:Iteration 67Q (173486.950000 sec): 3 clusters
  Score: Raw -240848.671457 + Penalty 2629.380746 = -238219.290710
  nChanged 7
		SP:Iteration 68Q (173487.130000 sec): 3 clusters
  Score: Raw -240850.927463 + Penalty 2629.380746 = -238221.546717
  nChanged 3
		SP:Iteration 69Q (173487.300000 sec): 3 clusters
  Score: Raw -240851.622066 + Penalty 2629.380746 = -238222.241319
  nChanged 3
		SP:Iteration 70Q (173487.470000 sec): 3 clusters
  Score: Raw -240852.809770 + Penalty 2629.380746 = -238223.429023
  nChanged 2
		SP:Iteration 71Q (173487.660000 sec): 3 clusters
  Score: Raw -240853.990783 + Penalty 2629.380746 = -238224.610037
  nChanged 2
		SP:Iteration 72Q (173487.820000 sec): 3 clusters
  Score: Raw -240854.554034 + Penalty 2629.380746 = -238225.173288
  nChanged 2
		SP:Iteration 73Q (173488.000000 sec): 3 clusters
  Score: Raw -240855.061844 + Penalty 2629.380746 = -238225.681098
  nChanged 0
		SP:Iteration 74F (173488.180000 sec): 3 clusters
  Score: Raw -240855.061844 + Penalty 2629.380746 = -238225.681098
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (1853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173488.260000 sec): 2 clusters
  Score: Raw -157932.531930 + Penalty 1222.741199 = -156709.790731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173488.440000 sec): 3 clusters
  Score: Raw -157163.312071 + Penalty 2445.482399 = -154717.829672
  nChanged 633
		SP:Iteration 1F (173488.620000 sec): 3 clusters
  Score: Raw -157603.131315 + Penalty 2445.482399 = -155157.648917
  nChanged 149
		SP:Iteration 2F (173488.790000 sec): 3 clusters
  Score: Raw -157714.916086 + Penalty 2445.482399 = -155269.433688
  nChanged 83
		SP:Iteration 3Q (173488.960000 sec): 3 clusters
  Score: Raw -157787.075466 + Penalty 2445.482399 = -155341.593068
  nChanged 86
		SP:Iteration 4Q (173489.140000 sec): 3 clusters
  Score: Raw -157845.381031 + Penalty 2445.482399 = -155399.898632
  nChanged 56
		SP:Iteration 5Q (173489.320000 sec): 3 clusters
  Score: Raw -157881.980910 + Penalty 2445.482399 = -155436.498511
  nChanged 46
		SP:Iteration 6Q (173489.490000 sec): 3 clusters
  Score: Raw -157920.932993 + Penalty 2445.482399 = -155475.450595
  nChanged 40
		SP:Iteration 7Q (173489.670000 sec): 3 clusters
  Score: Raw -157957.952077 + Penalty 2445.482399 = -155512.469678
  nChanged 46
		SP:Iteration 8Q (173489.840000 sec): 3 clusters
  Score: Raw -157998.669140 + Penalty 2445.482399 = -155553.186742
  nChanged 40
		SP:Iteration 9Q (173490.010000 sec): 3 clusters
  Score: Raw -158035.553088 + Penalty 2445.482399 = -155590.070689
  nChanged 37
		SP:Iteration 10Q (173490.190000 sec): 3 clusters
  Score: Raw -158061.833204 + Penalty 2445.482399 = -155616.350805
  nChanged 29
		SP:Iteration 11Q (173490.370000 sec): 3 clusters
  Score: Raw -158086.067104 + Penalty 2445.482399 = -155640.584705
  nChanged 23
		SP:Iteration 12Q (173490.520000 sec): 3 clusters
  Score: Raw -158101.442070 + Penalty 2445.482399 = -155655.959671
  nChanged 22
		SP:Iteration 13Q (173490.680000 sec): 3 clusters
  Score: Raw -158114.594533 + Penalty 2445.482399 = -155669.112135
  nChanged 11
		SP:Iteration 14Q (173490.840000 sec): 3 clusters
  Score: Raw -158122.103294 + Penalty 2445.482399 = -155676.620896
  nChanged 7
		SP:Iteration 15Q (173490.980000 sec): 3 clusters
  Score: Raw -158126.055993 + Penalty 2445.482399 = -155680.573594
  nChanged 8
		SP:Iteration 16Q (173491.020000 sec): 3 clusters
  Score: Raw -158130.267935 + Penalty 2445.482399 = -155684.785537
  nChanged 8
		SP:Iteration 17Q (173491.060000 sec): 3 clusters
  Score: Raw -158135.504519 + Penalty 2445.482399 = -155690.022121
  nChanged 6
		SP:Iteration 18Q (173491.100000 sec): 3 clusters
  Score: Raw -158140.376659 + Penalty 2445.482399 = -155694.894260
  nChanged 8
		SP:Iteration 19Q (173491.140000 sec): 3 clusters
  Score: Raw -158143.992984 + Penalty 2445.482399 = -155698.510586
  nChanged 6
		SP:Iteration 20F (173491.180000 sec): 3 clusters
  Score: Raw -158146.848261 + Penalty 2445.482399 = -155701.365863
  nChanged 8
		SP:Iteration 21Q (173491.220000 sec): 3 clusters
  Score: Raw -158150.374211 + Penalty 2445.482399 = -155704.891813
  nChanged 5
		SP:Iteration 22Q (173491.260000 sec): 3 clusters
  Score: Raw -158153.915883 + Penalty 2445.482399 = -155708.433484
  nChanged 4
		SP:Iteration 23Q (173491.300000 sec): 3 clusters
  Score: Raw -158156.928981 + Penalty 2445.482399 = -155711.446583
  nChanged 7
		SP:Iteration 24Q (173491.340000 sec): 3 clusters
  Score: Raw -158160.084252 + Penalty 2445.482399 = -155714.601854
  nChanged 5
		SP:Iteration 25Q (173491.380000 sec): 3 clusters
  Score: Raw -158161.525986 + Penalty 2445.482399 = -155716.043588
  nChanged 1
		SP:Iteration 26Q (173491.420000 sec): 3 clusters
  Score: Raw -158162.710137 + Penalty 2445.482399 = -155717.227739
  nChanged 3
		SP:Iteration 27Q (173491.460000 sec): 3 clusters
  Score: Raw -158165.420777 + Penalty 2445.482399 = -155719.938378
  nChanged 6
		SP:Iteration 28Q (173491.500000 sec): 3 clusters
  Score: Raw -158167.616742 + Penalty 2445.482399 = -155722.134343
  nChanged 5
		SP:Iteration 29Q (173491.540000 sec): 3 clusters
  Score: Raw -158169.723393 + Penalty 2445.482399 = -155724.240994
  nChanged 1
		SP:Iteration 30Q (173491.580000 sec): 3 clusters
  Score: Raw -158171.052207 + Penalty 2445.482399 = -155725.569809
  nChanged 0
		SP:Iteration 31F (173491.760000 sec): 3 clusters
  Score: Raw -158171.052207 + Penalty 2445.482399 = -155725.569809
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173491.880000 sec): 2 clusters
  Score: Raw -477584.947769 + Penalty 1373.018160 = -476211.929609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173491.970000 sec): 3 clusters
  Score: Raw -475157.305786 + Penalty 2746.036320 = -472411.269466
  nChanged 1849
		SP:Iteration 1F (173492.060000 sec): 3 clusters
  Score: Raw -476185.554642 + Penalty 2746.036320 = -473439.518321
  nChanged 339
		SP:Iteration 2F (173492.140000 sec): 3 clusters
  Score: Raw -476374.881011 + Penalty 2746.036320 = -473628.844690
  nChanged 231
		SP:Iteration 3Q (173492.230000 sec): 3 clusters
  Score: Raw -476508.959389 + Penalty 2746.036320 = -473762.923068
  nChanged 231
		SP:Iteration 4Q (173492.320000 sec): 3 clusters
  Score: Raw -476645.177772 + Penalty 2746.036320 = -473899.141451
  nChanged 208
		SP:Iteration 5Q (173492.400000 sec): 3 clusters
  Score: Raw -476785.717795 + Penalty 2746.036320 = -474039.681475
  nChanged 188
		SP:Iteration 6Q (173492.490000 sec): 3 clusters
  Score: Raw -476911.305701 + Penalty 2746.036320 = -474165.269380
  nChanged 168
		SP:Iteration 7Q (173492.620000 sec): 3 clusters
  Score: Raw -477033.737368 + Penalty 2746.036320 = -474287.701047
  nChanged 161
		SP:Iteration 8Q (173492.710000 sec): 3 clusters
  Score: Raw -477150.637940 + Penalty 2746.036320 = -474404.601619
  nChanged 157
		SP:Iteration 9Q (173492.800000 sec): 3 clusters
  Score: Raw -477280.427332 + Penalty 2746.036320 = -474534.391011
  nChanged 129
		SP:Iteration 10Q (173492.880000 sec): 3 clusters
  Score: Raw -477383.707252 + Penalty 2746.036320 = -474637.670932
  nChanged 102
		SP:Iteration 11Q (173492.970000 sec): 3 clusters
  Score: Raw -477466.485326 + Penalty 2746.036320 = -474720.449005
  nChanged 92
		SP:Iteration 12Q (173493.140000 sec): 3 clusters
  Score: Raw -477533.959402 + Penalty 2746.036320 = -474787.923082
  nChanged 63
		SP:Iteration 13Q (173493.280000 sec): 3 clusters
  Score: Raw -477590.185243 + Penalty 2746.036320 = -474844.148922
  nChanged 50
		SP:Iteration 14Q (173493.450000 sec): 3 clusters
  Score: Raw -477637.102158 + Penalty 2746.036320 = -474891.065837
  nChanged 41
		SP:Iteration 15Q (173493.620000 sec): 3 clusters
  Score: Raw -477672.816257 + Penalty 2746.036320 = -474926.779936
  nChanged 30
		SP:Iteration 16Q (173493.800000 sec): 3 clusters
  Score: Raw -477693.737608 + Penalty 2746.036320 = -474947.701288
  nChanged 26
		SP:Iteration 17Q (173493.980000 sec): 3 clusters
  Score: Raw -477714.200229 + Penalty 2746.036320 = -474968.163908
  nChanged 27
		SP:Iteration 18Q (173494.160000 sec): 3 clusters
  Score: Raw -477734.523393 + Penalty 2746.036320 = -474988.487073
  nChanged 13
		SP:Iteration 19Q (173494.330000 sec): 3 clusters
  Score: Raw -477742.187301 + Penalty 2746.036320 = -474996.150981
  nChanged 7
		SP:Iteration 20F (173494.510000 sec): 3 clusters
  Score: Raw -477747.666484 + Penalty 2746.036320 = -475001.630164
  nChanged 4
		SP:Iteration 21Q (173494.730000 sec): 3 clusters
  Score: Raw -477750.049371 + Penalty 2746.036320 = -475004.013051
  nChanged 3
		SP:Iteration 22Q (173494.860000 sec): 3 clusters
  Score: Raw -477751.640653 + Penalty 2746.036320 = -475005.604333
  nChanged 4
		SP:Iteration 23Q (173495.030000 sec): 3 clusters
  Score: Raw -477754.021844 + Penalty 2746.036320 = -475007.985524
  nChanged 0
		SP:Iteration 24F (173495.210000 sec): 3 clusters
  Score: Raw -477754.021844 + Penalty 2746.036320 = -475007.985524
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (4813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173495.330000 sec): 2 clusters
  Score: Raw -346328.296873 + Penalty 1377.849829 = -344950.447044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173495.520000 sec): 3 clusters
  Score: Raw -343862.572739 + Penalty 2755.699658 = -341106.873081
  nChanged 1995
		SP:Iteration 1F (173495.690000 sec): 3 clusters
  Score: Raw -345178.561609 + Penalty 2755.699658 = -342422.861951
  nChanged 427
		SP:Iteration 2F (173495.840000 sec): 3 clusters
  Score: Raw -345504.451906 + Penalty 2755.699658 = -342748.752248
  nChanged 314
		SP:Iteration 3F (173496.000000 sec): 3 clusters
  Score: Raw -345733.469124 + Penalty 2755.699658 = -342977.769467
  nChanged 252
		SP:Iteration 4F (173496.160000 sec): 3 clusters
  Score: Raw -345916.611819 + Penalty 2755.699658 = -343160.912161
  nChanged 227
		SP:Iteration 5Q (173496.320000 sec): 3 clusters
  Score: Raw -346061.119793 + Penalty 2755.699658 = -343305.420136
  nChanged 186
		SP:Iteration 6Q (173496.490000 sec): 3 clusters
  Score: Raw -346169.249986 + Penalty 2755.699658 = -343413.550328
  nChanged 144
		SP:Iteration 7Q (173496.660000 sec): 3 clusters
  Score: Raw -346250.596808 + Penalty 2755.699658 = -343494.897150
  nChanged 122
		SP:Iteration 8Q (173496.840000 sec): 3 clusters
  Score: Raw -346316.670905 + Penalty 2755.699658 = -343560.971247
  nChanged 112
		SP:Iteration 9Q (173497.020000 sec): 3 clusters
  Score: Raw -346379.600645 + Penalty 2755.699658 = -343623.900987
  nChanged 94
		SP:Iteration 10Q (173497.190000 sec): 3 clusters
  Score: Raw -346422.734729 + Penalty 2755.699658 = -343667.035072
  nChanged 82
		SP:Iteration 11Q (173497.370000 sec): 3 clusters
  Score: Raw -346454.303550 + Penalty 2755.699658 = -343698.603892
  nChanged 63
		SP:Iteration 12Q (173497.540000 sec): 3 clusters
  Score: Raw -346475.092238 + Penalty 2755.699658 = -343719.392580
  nChanged 62
		SP:Iteration 13Q (173497.720000 sec): 3 clusters
  Score: Raw -346503.473150 + Penalty 2755.699658 = -343747.773492
  nChanged 72
		SP:Iteration 14Q (173497.900000 sec): 3 clusters
  Score: Raw -346538.761715 + Penalty 2755.699658 = -343783.062057
  nChanged 54
		SP:Iteration 15Q (173498.070000 sec): 3 clusters
  Score: Raw -346559.884022 + Penalty 2755.699658 = -343804.184365
  nChanged 55
		SP:Iteration 16Q (173498.240000 sec): 3 clusters
  Score: Raw -346586.421460 + Penalty 2755.699658 = -343830.721802
  nChanged 66
		SP:Iteration 17Q (173498.420000 sec): 3 clusters
  Score: Raw -346612.904176 + Penalty 2755.699658 = -343857.204518
  nChanged 51
		SP:Iteration 18Q (173498.600000 sec): 3 clusters
  Score: Raw -346631.757828 + Penalty 2755.699658 = -343876.058171
  nChanged 44
		SP:Iteration 19Q (173498.770000 sec): 3 clusters
  Score: Raw -346647.126883 + Penalty 2755.699658 = -343891.427226
  nChanged 37
		SP:Iteration 20F (173498.940000 sec): 3 clusters
  Score: Raw -346662.393807 + Penalty 2755.699658 = -343906.694150
  nChanged 32
		SP:Iteration 21Q (173499.120000 sec): 3 clusters
  Score: Raw -346672.584056 + Penalty 2755.699658 = -343916.884398
  nChanged 31
		SP:Iteration 22Q (173499.300000 sec): 3 clusters
  Score: Raw -346681.869800 + Penalty 2755.699658 = -343926.170142
  nChanged 31
		SP:Iteration 23Q (173499.470000 sec): 3 clusters
  Score: Raw -346691.192683 + Penalty 2755.699658 = -343935.493026
  nChanged 28
		SP:Iteration 24Q (173499.640000 sec): 3 clusters
  Score: Raw -346702.095852 + Penalty 2755.699658 = -343946.396195
  nChanged 22
		SP:Iteration 25Q (173499.820000 sec): 3 clusters
  Score: Raw -346709.333251 + Penalty 2755.699658 = -343953.633593
  nChanged 20
		SP:Iteration 26Q (173500.000000 sec): 3 clusters
  Score: Raw -346714.357364 + Penalty 2755.699658 = -343958.657706
  nChanged 9
		SP:Iteration 27Q (173500.170000 sec): 3 clusters
  Score: Raw -346716.332404 + Penalty 2755.699658 = -343960.632746
  nChanged 8
		SP:Iteration 28Q (173500.350000 sec): 3 clusters
  Score: Raw -346719.080487 + Penalty 2755.699658 = -343963.380829
  nChanged 12
		SP:Iteration 29Q (173500.520000 sec): 3 clusters
  Score: Raw -346722.875168 + Penalty 2755.699658 = -343967.175511
  nChanged 10
		SP:Iteration 30Q (173500.690000 sec): 3 clusters
  Score: Raw -346725.585547 + Penalty 2755.699658 = -343969.885890
  nChanged 12
		SP:Iteration 31Q (173500.860000 sec): 3 clusters
  Score: Raw -346729.681465 + Penalty 2755.699658 = -343973.981808
  nChanged 13
		SP:Iteration 32Q (173501.020000 sec): 3 clusters
  Score: Raw -346732.277989 + Penalty 2755.699658 = -343976.578332
  nChanged 14
		SP:Iteration 33Q (173501.180000 sec): 3 clusters
  Score: Raw -346735.983824 + Penalty 2755.699658 = -343980.284166
  nChanged 18
		SP:Iteration 34Q (173501.340000 sec): 3 clusters
  Score: Raw -346742.969956 + Penalty 2755.699658 = -343987.270299
  nChanged 20
		SP:Iteration 35Q (173501.500000 sec): 3 clusters
  Score: Raw -346749.955982 + Penalty 2755.699658 = -343994.256325
  nChanged 15
		SP:Iteration 36Q (173501.660000 sec): 3 clusters
  Score: Raw -346755.082354 + Penalty 2755.699658 = -343999.382696
  nChanged 18
		SP:Iteration 37Q (173501.820000 sec): 3 clusters
  Score: Raw -346758.911204 + Penalty 2755.699658 = -344003.211547
  nChanged 9
		SP:Iteration 38Q (173501.980000 sec): 3 clusters
  Score: Raw -346762.189499 + Penalty 2755.699658 = -344006.489842
  nChanged 12
		SP:Iteration 39Q (173502.140000 sec): 3 clusters
  Score: Raw -346765.810762 + Penalty 2755.699658 = -344010.111104
  nChanged 9
		SP:Iteration 40F (173502.300000 sec): 3 clusters
  Score: Raw -346768.503856 + Penalty 2755.699658 = -344012.804198
  nChanged 10
		SP:Iteration 41Q (173502.460000 sec): 3 clusters
  Score: Raw -346772.362192 + Penalty 2755.699658 = -344016.662535
  nChanged 11
		SP:Iteration 42Q (173502.620000 sec): 3 clusters
  Score: Raw -346776.583951 + Penalty 2755.699658 = -344020.884293
  nChanged 8
		SP:Iteration 43Q (173502.780000 sec): 3 clusters
  Score: Raw -346778.731190 + Penalty 2755.699658 = -344023.031533
  nChanged 3
		SP:Iteration 44Q (173502.940000 sec): 3 clusters
  Score: Raw -346779.348328 + Penalty 2755.699658 = -344023.648670
  nChanged 6
		SP:Iteration 45Q (173503.100000 sec): 3 clusters
  Score: Raw -346780.192401 + Penalty 2755.699658 = -344024.492744
  nChanged 4
		SP:Iteration 46Q (173503.260000 sec): 3 clusters
  Score: Raw -346780.720954 + Penalty 2755.699658 = -344025.021297
  nChanged 4
		SP:Iteration 47Q (173503.470000 sec): 3 clusters
  Score: Raw -346781.737806 + Penalty 2755.699658 = -344026.038148
  nChanged 4
		SP:Iteration 48Q (173503.630000 sec): 3 clusters
  Score: Raw -346782.995056 + Penalty 2755.699658 = -344027.295398
  nChanged 4
		SP:Iteration 49Q (173503.790000 sec): 3 clusters
  Score: Raw -346784.420326 + Penalty 2755.699658 = -344028.720668
  nChanged 3
		SP:Iteration 50Q (173503.950000 sec): 3 clusters
  Score: Raw -346784.992746 + Penalty 2755.699658 = -344029.293088
  nChanged 2
		SP:Iteration 51Q (173504.110000 sec): 3 clusters
  Score: Raw -346785.655146 + Penalty 2755.699658 = -344029.955488
  nChanged 4
		SP:Iteration 52Q (173504.270000 sec): 3 clusters
  Score: Raw -346786.270814 + Penalty 2755.699658 = -344030.571157
  nChanged 3
		SP:Iteration 53Q (173504.440000 sec): 3 clusters
  Score: Raw -346786.620324 + Penalty 2755.699658 = -344030.920667
  nChanged 1
		SP:Iteration 54Q (173504.620000 sec): 3 clusters
  Score: Raw -346787.030243 + Penalty 2755.699658 = -344031.330585
  nChanged 0
		SP:Iteration 55F (173504.800000 sec): 3 clusters
  Score: Raw -346787.030243 + Penalty 2755.699658 = -344031.330585
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (4440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173504.880000 sec): 2 clusters
  Score: Raw -306191.027737 + Penalty 1364.741569 = -304826.286168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173505.060000 sec): 3 clusters
  Score: Raw -303928.058255 + Penalty 2729.483138 = -301198.575117
  nChanged 1772
		SP:Iteration 1F (173505.230000 sec): 3 clusters
  Score: Raw -305015.758651 + Penalty 2729.483138 = -302286.275513
  nChanged 421
		SP:Iteration 2F (173505.410000 sec): 3 clusters
  Score: Raw -305449.821947 + Penalty 2729.483138 = -302720.338809
  nChanged 355
		SP:Iteration 3F (173505.590000 sec): 3 clusters
  Score: Raw -305835.738184 + Penalty 2729.483138 = -303106.255046
  nChanged 313
		SP:Iteration 4F (173505.760000 sec): 3 clusters
  Score: Raw -306140.792143 + Penalty 2729.483138 = -303411.309005
  nChanged 246
		SP:Iteration 5F (173505.940000 sec): 3 clusters
  Score: Raw -306361.354421 + Penalty 2729.483138 = -303631.871283
  nChanged 203
		SP:Iteration 6Q (173506.110000 sec): 3 clusters
  Score: Raw -306520.411152 + Penalty 2729.483138 = -303790.928014
  nChanged 150
		SP:Iteration 7Q (173506.290000 sec): 3 clusters
  Score: Raw -306617.702087 + Penalty 2729.483138 = -303888.218949
  nChanged 102
		SP:Iteration 8Q (173506.470000 sec): 3 clusters
  Score: Raw -306664.302869 + Penalty 2729.483138 = -303934.819731
  nChanged 83
		SP:Iteration 9Q (173506.640000 sec): 3 clusters
  Score: Raw -306701.455410 + Penalty 2729.483138 = -303971.972272
  nChanged 69
		SP:Iteration 10Q (173506.820000 sec): 3 clusters
  Score: Raw -306729.312893 + Penalty 2729.483138 = -303999.829755
  nChanged 59
		SP:Iteration 11Q (173506.990000 sec): 3 clusters
  Score: Raw -306756.860226 + Penalty 2729.483138 = -304027.377088
  nChanged 47
		SP:Iteration 12Q (173507.170000 sec): 3 clusters
  Score: Raw -306780.352299 + Penalty 2729.483138 = -304050.869161
  nChanged 43
		SP:Iteration 13Q (173507.350000 sec): 3 clusters
  Score: Raw -306801.105077 + Penalty 2729.483138 = -304071.621939
  nChanged 48
		SP:Iteration 14Q (173507.520000 sec): 3 clusters
  Score: Raw -306821.895074 + Penalty 2729.483138 = -304092.411936
  nChanged 41
		SP:Iteration 15Q (173507.700000 sec): 3 clusters
  Score: Raw -306839.256955 + Penalty 2729.483138 = -304109.773817
  nChanged 40
		SP:Iteration 16Q (173507.870000 sec): 3 clusters
  Score: Raw -306858.005651 + Penalty 2729.483138 = -304128.522513
  nChanged 37
		SP:Iteration 17Q (173508.050000 sec): 3 clusters
  Score: Raw -306871.149134 + Penalty 2729.483138 = -304141.665996
  nChanged 23
		SP:Iteration 18Q (173508.230000 sec): 3 clusters
  Score: Raw -306880.326919 + Penalty 2729.483138 = -304150.843781
  nChanged 23
		SP:Iteration 19Q (173508.400000 sec): 3 clusters
  Score: Raw -306888.048471 + Penalty 2729.483138 = -304158.565333
  nChanged 14
		SP:Iteration 20F (173508.570000 sec): 3 clusters
  Score: Raw -306892.893922 + Penalty 2729.483138 = -304163.410784
  nChanged 12
		SP:Iteration 21Q (173508.750000 sec): 3 clusters
  Score: Raw -306895.761050 + Penalty 2729.483138 = -304166.277912
  nChanged 11
		SP:Iteration 22Q (173508.930000 sec): 3 clusters
  Score: Raw -306898.610066 + Penalty 2729.483138 = -304169.126928
  nChanged 6
		SP:Iteration 23Q (173509.100000 sec): 3 clusters
  Score: Raw -306899.899264 + Penalty 2729.483138 = -304170.416126
  nChanged 9
		SP:Iteration 24Q (173509.280000 sec): 3 clusters
  Score: Raw -306902.314096 + Penalty 2729.483138 = -304172.830958
  nChanged 7
		SP:Iteration 25Q (173509.450000 sec): 3 clusters
  Score: Raw -306904.860235 + Penalty 2729.483138 = -304175.377097
  nChanged 3
		SP:Iteration 26Q (173509.630000 sec): 3 clusters
  Score: Raw -306905.351395 + Penalty 2729.483138 = -304175.868257
  nChanged 1
		SP:Iteration 27Q (173509.810000 sec): 3 clusters
  Score: Raw -306905.647564 + Penalty 2729.483138 = -304176.164426
  nChanged 3
		SP:Iteration 28Q (173509.980000 sec): 3 clusters
  Score: Raw -306906.522821 + Penalty 2729.483138 = -304177.039683
  nChanged 6
		SP:Iteration 29Q (173510.160000 sec): 3 clusters
  Score: Raw -306907.625888 + Penalty 2729.483138 = -304178.142750
  nChanged 5
		SP:Iteration 30Q (173510.330000 sec): 3 clusters
  Score: Raw -306908.844434 + Penalty 2729.483138 = -304179.361296
  nChanged 2
		SP:Iteration 31Q (173510.510000 sec): 3 clusters
  Score: Raw -306909.174650 + Penalty 2729.483138 = -304179.691512
  nChanged 3
		SP:Iteration 32Q (173510.690000 sec): 3 clusters
  Score: Raw -306909.746557 + Penalty 2729.483138 = -304180.263419
  nChanged 5
		SP:Iteration 33Q (173510.860000 sec): 3 clusters
  Score: Raw -306910.816703 + Penalty 2729.483138 = -304181.333565
  nChanged 4
		SP:Iteration 34Q (173511.040000 sec): 3 clusters
  Score: Raw -306911.997415 + Penalty 2729.483138 = -304182.514277
  nChanged 2
		SP:Iteration 35Q (173511.220000 sec): 3 clusters
  Score: Raw -306912.436912 + Penalty 2729.483138 = -304182.953774
  nChanged 3
		SP:Iteration 36Q (173511.390000 sec): 3 clusters
  Score: Raw -306913.685818 + Penalty 2729.483138 = -304184.202680
  nChanged 5
		SP:Iteration 37Q (173511.570000 sec): 3 clusters
  Score: Raw -306915.453873 + Penalty 2729.483138 = -304185.970735
  nChanged 5
		SP:Iteration 38Q (173511.740000 sec): 3 clusters
  Score: Raw -306916.498753 + Penalty 2729.483138 = -304187.015615
  nChanged 4
		SP:Iteration 39Q (173511.920000 sec): 3 clusters
  Score: Raw -306917.658524 + Penalty 2729.483138 = -304188.175386
  nChanged 7
		SP:Iteration 40F (173512.100000 sec): 3 clusters
  Score: Raw -306919.773264 + Penalty 2729.483138 = -304190.290126
  nChanged 5
		SP:Iteration 41Q (173512.270000 sec): 3 clusters
  Score: Raw -306920.993453 + Penalty 2729.483138 = -304191.510315
  nChanged 2
		SP:Iteration 42Q (173512.450000 sec): 3 clusters
  Score: Raw -306921.372110 + Penalty 2729.483138 = -304191.888972
  nChanged 1
		SP:Iteration 43Q (173512.620000 sec): 3 clusters
  Score: Raw -306921.490915 + Penalty 2729.483138 = -304192.007777
  nChanged 0
		SP:Iteration 44F (173512.800000 sec): 3 clusters
  Score: Raw -306921.490915 + Penalty 2729.483138 = -304192.007777
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (2466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173512.860000 sec): 2 clusters
  Score: Raw -207218.874132 + Penalty 1269.182311 = -205949.691821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173513.040000 sec): 3 clusters
  Score: Raw -206156.298016 + Penalty 2538.364622 = -203617.933394
  nChanged 918
		SP:Iteration 1F (173513.210000 sec): 3 clusters
  Score: Raw -206751.760653 + Penalty 2538.364622 = -204213.396031
  nChanged 214
		SP:Iteration 2F (173513.390000 sec): 3 clusters
  Score: Raw -206925.491762 + Penalty 2538.364622 = -204387.127140
  nChanged 170
		SP:Iteration 3F (173513.560000 sec): 3 clusters
  Score: Raw -207079.542995 + Penalty 2538.364622 = -204541.178373
  nChanged 138
		SP:Iteration 4F (173513.740000 sec): 3 clusters
  Score: Raw -207194.193056 + Penalty 2538.364622 = -204655.828434
  nChanged 113
		SP:Iteration 5Q (173513.920000 sec): 3 clusters
  Score: Raw -207293.232377 + Penalty 2538.364622 = -204754.867755
  nChanged 93
		SP:Iteration 6Q (173514.090000 sec): 3 clusters
  Score: Raw -207359.884352 + Penalty 2538.364622 = -204821.519730
  nChanged 48
		SP:Iteration 7Q (173514.270000 sec): 3 clusters
  Score: Raw -207389.662257 + Penalty 2538.364622 = -204851.297635
  nChanged 36
		SP:Iteration 8Q (173514.440000 sec): 3 clusters
  Score: Raw -207408.877034 + Penalty 2538.364622 = -204870.512412
  nChanged 21
		SP:Iteration 9Q (173514.620000 sec): 3 clusters
  Score: Raw -207422.629708 + Penalty 2538.364622 = -204884.265086
  nChanged 17
		SP:Iteration 10Q (173514.800000 sec): 3 clusters
  Score: Raw -207432.111097 + Penalty 2538.364622 = -204893.746475
  nChanged 15
		SP:Iteration 11Q (173514.970000 sec): 3 clusters
  Score: Raw -207442.297928 + Penalty 2538.364622 = -204903.933306
  nChanged 12
		SP:Iteration 12Q (173515.140000 sec): 3 clusters
  Score: Raw -207448.082761 + Penalty 2538.364622 = -204909.718138
  nChanged 6
		SP:Iteration 13Q (173515.320000 sec): 3 clusters
  Score: Raw -207450.772001 + Penalty 2538.364622 = -204912.407379
  nChanged 3
		SP:Iteration 14Q (173515.480000 sec): 3 clusters
  Score: Raw -207452.984804 + Penalty 2538.364622 = -204914.620181
  nChanged 6
		SP:Iteration 15Q (173515.660000 sec): 3 clusters
  Score: Raw -207457.432976 + Penalty 2538.364622 = -204919.068354
  nChanged 5
		SP:Iteration 16Q (173515.830000 sec): 3 clusters
  Score: Raw -207459.938959 + Penalty 2538.364622 = -204921.574336
  nChanged 3
		SP:Iteration 17Q (173516.010000 sec): 3 clusters
  Score: Raw -207461.551917 + Penalty 2538.364622 = -204923.187295
  nChanged 5
		SP:Iteration 18Q (173516.180000 sec): 3 clusters
  Score: Raw -207463.932199 + Penalty 2538.364622 = -204925.567577
  nChanged 4
		SP:Iteration 19Q (173516.360000 sec): 3 clusters
  Score: Raw -207466.106849 + Penalty 2538.364622 = -204927.742227
  nChanged 6
		SP:Iteration 20F (173516.540000 sec): 3 clusters
  Score: Raw -207468.352283 + Penalty 2538.364622 = -204929.987661
  nChanged 5
		SP:Iteration 21Q (173516.710000 sec): 3 clusters
  Score: Raw -207470.057342 + Penalty 2538.364622 = -204931.692720
  nChanged 3
		SP:Iteration 22Q (173516.890000 sec): 3 clusters
  Score: Raw -207471.983643 + Penalty 2538.364622 = -204933.619021
  nChanged 4
		SP:Iteration 23Q (173517.060000 sec): 3 clusters
  Score: Raw -207473.732580 + Penalty 2538.364622 = -204935.367958
  nChanged 2
		SP:Iteration 24Q (173517.240000 sec): 3 clusters
  Score: Raw -207474.825520 + Penalty 2538.364622 = -204936.460897
  nChanged 0
		SP:Iteration 25F (173517.420000 sec): 3 clusters
  Score: Raw -207474.825520 + Penalty 2538.364622 = -204936.460897
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (2812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173517.520000 sec): 2 clusters
  Score: Raw -215371.419193 + Penalty 1290.518329 = -214080.900865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173517.670000 sec): 3 clusters
  Score: Raw -214094.482934 + Penalty 2581.036657 = -211513.446277
  nChanged 1037
		SP:Iteration 1F (173517.810000 sec): 3 clusters
  Score: Raw -214810.363197 + Penalty 2581.036657 = -212229.326540
  nChanged 273
		SP:Iteration 2F (173517.960000 sec): 3 clusters
  Score: Raw -215040.825862 + Penalty 2581.036657 = -212459.789205
  nChanged 183
		SP:Iteration 3F (173518.130000 sec): 3 clusters
  Score: Raw -215189.486958 + Penalty 2581.036657 = -212608.450301
  nChanged 153
		SP:Iteration 4F (173518.280000 sec): 3 clusters
  Score: Raw -215298.934448 + Penalty 2581.036657 = -212717.897791
  nChanged 112
		SP:Iteration 5Q (173518.430000 sec): 3 clusters
  Score: Raw -215363.915090 + Penalty 2581.036657 = -212782.878433
  nChanged 83
		SP:Iteration 6Q (173518.590000 sec): 3 clusters
  Score: Raw -215415.601314 + Penalty 2581.036657 = -212834.564657
  nChanged 71
		SP:Iteration 7Q (173518.740000 sec): 3 clusters
  Score: Raw -215457.196287 + Penalty 2581.036657 = -212876.159630
  nChanged 57
		SP:Iteration 8Q (173518.850000 sec): 3 clusters
  Score: Raw -215488.329230 + Penalty 2581.036657 = -212907.292572
  nChanged 47
		SP:Iteration 9Q (173519.030000 sec): 3 clusters
  Score: Raw -215516.793438 + Penalty 2581.036657 = -212935.756780
  nChanged 44
		SP:Iteration 10Q (173519.200000 sec): 3 clusters
  Score: Raw -215539.144533 + Penalty 2581.036657 = -212958.107876
  nChanged 41
		SP:Iteration 11Q (173519.370000 sec): 3 clusters
  Score: Raw -215558.308582 + Penalty 2581.036657 = -212977.271924
  nChanged 32
		SP:Iteration 12Q (173519.550000 sec): 3 clusters
  Score: Raw -215574.970428 + Penalty 2581.036657 = -212993.933771
  nChanged 18
		SP:Iteration 13Q (173519.730000 sec): 3 clusters
  Score: Raw -215583.822114 + Penalty 2581.036657 = -213002.785457
  nChanged 20
		SP:Iteration 14Q (173519.900000 sec): 3 clusters
  Score: Raw -215590.298726 + Penalty 2581.036657 = -213009.262069
  nChanged 10
		SP:Iteration 15Q (173520.070000 sec): 3 clusters
  Score: Raw -215593.186049 + Penalty 2581.036657 = -213012.149392
  nChanged 9
		SP:Iteration 16Q (173520.250000 sec): 3 clusters
  Score: Raw -215596.062997 + Penalty 2581.036657 = -213015.026340
  nChanged 8
		SP:Iteration 17Q (173520.420000 sec): 3 clusters
  Score: Raw -215598.097296 + Penalty 2581.036657 = -213017.060639
  nChanged 11
		SP:Iteration 18Q (173520.600000 sec): 3 clusters
  Score: Raw -215602.407983 + Penalty 2581.036657 = -213021.371326
  nChanged 10
		SP:Iteration 19Q (173520.770000 sec): 3 clusters
  Score: Raw -215607.083943 + Penalty 2581.036657 = -213026.047286
  nChanged 13
		SP:Iteration 20F (173520.950000 sec): 3 clusters
  Score: Raw -215611.807078 + Penalty 2581.036657 = -213030.770420
  nChanged 9
		SP:Iteration 21Q (173521.120000 sec): 3 clusters
  Score: Raw -215615.030803 + Penalty 2581.036657 = -213033.994145
  nChanged 5
		SP:Iteration 22Q (173521.300000 sec): 3 clusters
  Score: Raw -215616.691002 + Penalty 2581.036657 = -213035.654344
  nChanged 4
		SP:Iteration 23Q (173521.400000 sec): 3 clusters
  Score: Raw -215617.707780 + Penalty 2581.036657 = -213036.671123
  nChanged 1
		SP:Iteration 24Q (173521.450000 sec): 3 clusters
  Score: Raw -215618.213716 + Penalty 2581.036657 = -213037.177058
  nChanged 2
		SP:Iteration 25Q (173521.510000 sec): 3 clusters
  Score: Raw -215618.622788 + Penalty 2581.036657 = -213037.586131
  nChanged 0
		SP:Iteration 26F (173521.560000 sec): 3 clusters
  Score: Raw -215618.622788 + Penalty 2581.036657 = -213037.586131
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (5061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173521.640000 sec): 2 clusters
  Score: Raw -415831.451159 + Penalty 1386.014398 = -414445.436761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173521.740000 sec): 3 clusters
  Score: Raw -413216.177798 + Penalty 2772.028796 = -410444.149002
  nChanged 2053
		SP:Iteration 1F (173521.890000 sec): 3 clusters
  Score: Raw -414605.343674 + Penalty 2772.028796 = -411833.314878
  nChanged 468
		SP:Iteration 2F (173521.990000 sec): 3 clusters
  Score: Raw -414976.238155 + Penalty 2772.028796 = -412204.209359
  nChanged 349
		SP:Iteration 3F (173522.090000 sec): 3 clusters
  Score: Raw -415213.109461 + Penalty 2772.028796 = -412441.080665
  nChanged 278
		SP:Iteration 4F (173522.190000 sec): 3 clusters
  Score: Raw -415390.809126 + Penalty 2772.028796 = -412618.780330
  nChanged 205
		SP:Iteration 5Q (173522.290000 sec): 3 clusters
  Score: Raw -415515.978663 + Penalty 2772.028796 = -412743.949868
  nChanged 210
		SP:Iteration 6Q (173522.390000 sec): 3 clusters
  Score: Raw -415639.332396 + Penalty 2772.028796 = -412867.303600
  nChanged 165
		SP:Iteration 7Q (173522.490000 sec): 3 clusters
  Score: Raw -415727.137766 + Penalty 2772.028796 = -412955.108970
  nChanged 127
		SP:Iteration 8Q (173522.590000 sec): 3 clusters
  Score: Raw -415790.797297 + Penalty 2772.028796 = -413018.768501
  nChanged 114
		SP:Iteration 9Q (173522.680000 sec): 3 clusters
  Score: Raw -415847.309162 + Penalty 2772.028796 = -413075.280366
  nChanged 115
		SP:Iteration 10Q (173522.900000 sec): 3 clusters
  Score: Raw -415906.460455 + Penalty 2772.028796 = -413134.431659
  nChanged 106
		SP:Iteration 11Q (173522.960000 sec): 3 clusters
  Score: Raw -415955.054641 + Penalty 2772.028796 = -413183.025845
  nChanged 86
		SP:Iteration 12Q (173523.060000 sec): 3 clusters
  Score: Raw -415992.241965 + Penalty 2772.028796 = -413220.213169
  nChanged 69
		SP:Iteration 13Q (173523.160000 sec): 3 clusters
  Score: Raw -416023.336873 + Penalty 2772.028796 = -413251.308077
  nChanged 70
		SP:Iteration 14Q (173523.260000 sec): 3 clusters
  Score: Raw -416049.462754 + Penalty 2772.028796 = -413277.433958
  nChanged 46
		SP:Iteration 15Q (173523.360000 sec): 3 clusters
  Score: Raw -416063.986744 + Penalty 2772.028796 = -413291.957948
  nChanged 35
		SP:Iteration 16Q (173523.460000 sec): 3 clusters
  Score: Raw -416074.443763 + Penalty 2772.028796 = -413302.414967
  nChanged 28
		SP:Iteration 17Q (173523.560000 sec): 3 clusters
  Score: Raw -416081.025141 + Penalty 2772.028796 = -413308.996345
  nChanged 30
		SP:Iteration 18Q (173523.740000 sec): 3 clusters
  Score: Raw -416091.956080 + Penalty 2772.028796 = -413319.927284
  nChanged 25
		SP:Iteration 19Q (173523.820000 sec): 3 clusters
  Score: Raw -416100.733608 + Penalty 2772.028796 = -413328.704812
  nChanged 37
		SP:Iteration 20F (173523.920000 sec): 3 clusters
  Score: Raw -416111.828885 + Penalty 2772.028796 = -413339.800089
  nChanged 33
		SP:Iteration 21Q (173524.020000 sec): 3 clusters
  Score: Raw -416119.787884 + Penalty 2772.028796 = -413347.759088
  nChanged 18
		SP:Iteration 22Q (173524.110000 sec): 3 clusters
  Score: Raw -416124.919440 + Penalty 2772.028796 = -413352.890645
  nChanged 22
		SP:Iteration 23Q (173524.210000 sec): 3 clusters
  Score: Raw -416129.971473 + Penalty 2772.028796 = -413357.942677
  nChanged 13
		SP:Iteration 24Q (173524.300000 sec): 3 clusters
  Score: Raw -416132.767148 + Penalty 2772.028796 = -413360.738352
  nChanged 11
		SP:Iteration 25Q (173524.400000 sec): 3 clusters
  Score: Raw -416135.226046 + Penalty 2772.028796 = -413363.197251
  nChanged 14
		SP:Iteration 26Q (173524.490000 sec): 3 clusters
  Score: Raw -416138.760775 + Penalty 2772.028796 = -413366.731980
  nChanged 14
		SP:Iteration 27Q (173524.590000 sec): 3 clusters
  Score: Raw -416142.094101 + Penalty 2772.028796 = -413370.065306
  nChanged 11
		SP:Iteration 28Q (173524.850000 sec): 3 clusters
  Score: Raw -416144.506426 + Penalty 2772.028796 = -413372.477630
  nChanged 7
		SP:Iteration 29Q (173524.980000 sec): 3 clusters
  Score: Raw -416145.468618 + Penalty 2772.028796 = -413373.439823
  nChanged 3
		SP:Iteration 30Q (173525.160000 sec): 3 clusters
  Score: Raw -416146.097883 + Penalty 2772.028796 = -413374.069088
  nChanged 2
		SP:Iteration 31Q (173525.380000 sec): 3 clusters
  Score: Raw -416146.359483 + Penalty 2772.028796 = -413374.330688
  nChanged 1
		SP:Iteration 32Q (173525.530000 sec): 3 clusters
  Score: Raw -416146.561235 + Penalty 2772.028796 = -413374.532439
  nChanged 2
		SP:Iteration 33Q (173525.700000 sec): 3 clusters
  Score: Raw -416146.781683 + Penalty 2772.028796 = -413374.752887
  nChanged 0
		SP:Iteration 34F (173525.870000 sec): 3 clusters
  Score: Raw -416146.781683 + Penalty 2772.028796 = -413374.752887
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (6846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173526.000000 sec): 2 clusters
  Score: Raw -597117.186595 + Penalty 1435.105721 = -595682.080874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173526.270000 sec): 3 clusters
  Score: Raw -593450.923379 + Penalty 2870.211441 = -590580.711937
  nChanged 2833
		SP:Iteration 1F (173526.440000 sec): 3 clusters
  Score: Raw -595271.819472 + Penalty 2870.211441 = -592401.608031
  nChanged 620
		SP:Iteration 2F (173526.650000 sec): 3 clusters
  Score: Raw -595711.968582 + Penalty 2870.211441 = -592841.757141
  nChanged 503
		SP:Iteration 3F (173526.860000 sec): 3 clusters
  Score: Raw -596020.674299 + Penalty 2870.211441 = -593150.462857
  nChanged 401
		SP:Iteration 4F (173527.060000 sec): 3 clusters
  Score: Raw -596247.146612 + Penalty 2870.211441 = -593376.935171
  nChanged 316
		SP:Iteration 5Q (173527.250000 sec): 3 clusters
  Score: Raw -596420.218551 + Penalty 2870.211441 = -593550.007109
  nChanged 252
		SP:Iteration 6Q (173527.440000 sec): 3 clusters
  Score: Raw -596565.771563 + Penalty 2870.211441 = -593695.560122
  nChanged 214
		SP:Iteration 7Q (173527.630000 sec): 3 clusters
  Score: Raw -596678.148303 + Penalty 2870.211441 = -593807.936862
  nChanged 195
		SP:Iteration 8Q (173527.820000 sec): 3 clusters
  Score: Raw -596788.387249 + Penalty 2870.211441 = -593918.175808
  nChanged 170
		SP:Iteration 9Q (173528.010000 sec): 3 clusters
  Score: Raw -596900.655481 + Penalty 2870.211441 = -594030.444039
  nChanged 169
		SP:Iteration 10Q (173528.120000 sec): 3 clusters
  Score: Raw -597026.317558 + Penalty 2870.211441 = -594156.106117
  nChanged 176
		SP:Iteration 11Q (173528.310000 sec): 3 clusters
  Score: Raw -597157.079905 + Penalty 2870.211441 = -594286.868464
  nChanged 148
		SP:Iteration 12Q (173528.520000 sec): 3 clusters
  Score: Raw -597259.988544 + Penalty 2870.211441 = -594389.777103
  nChanged 119
		SP:Iteration 13Q (173528.720000 sec): 3 clusters
  Score: Raw -597332.938961 + Penalty 2870.211441 = -594462.727520
  nChanged 106
		SP:Iteration 14Q (173528.920000 sec): 3 clusters
  Score: Raw -597396.972831 + Penalty 2870.211441 = -594526.761390
  nChanged 83
		SP:Iteration 15Q (173529.130000 sec): 3 clusters
  Score: Raw -597445.511617 + Penalty 2870.211441 = -594575.300176
  nChanged 61
		SP:Iteration 16Q (173529.240000 sec): 3 clusters
  Score: Raw -597478.460323 + Penalty 2870.211441 = -594608.248881
  nChanged 54
		SP:Iteration 17Q (173529.350000 sec): 3 clusters
  Score: Raw -597505.278782 + Penalty 2870.211441 = -594635.067340
  nChanged 42
		SP:Iteration 18Q (173529.460000 sec): 3 clusters
  Score: Raw -597525.710675 + Penalty 2870.211441 = -594655.499234
  nChanged 38
		SP:Iteration 19Q (173529.580000 sec): 3 clusters
  Score: Raw -597543.533413 + Penalty 2870.211441 = -594673.321972
  nChanged 26
		SP:Iteration 20F (173529.760000 sec): 3 clusters
  Score: Raw -597554.963273 + Penalty 2870.211441 = -594684.751832
  nChanged 17
		SP:Iteration 21Q (173529.970000 sec): 3 clusters
  Score: Raw -597562.791360 + Penalty 2870.211441 = -594692.579919
  nChanged 18
		SP:Iteration 22Q (173530.180000 sec): 3 clusters
  Score: Raw -597568.839593 + Penalty 2870.211441 = -594698.628151
  nChanged 11
		SP:Iteration 23Q (173530.380000 sec): 3 clusters
  Score: Raw -597572.805191 + Penalty 2870.211441 = -594702.593750
  nChanged 9
		SP:Iteration 24Q (173530.580000 sec): 3 clusters
  Score: Raw -597575.313410 + Penalty 2870.211441 = -594705.101969
  nChanged 6
		SP:Iteration 25Q (173530.790000 sec): 3 clusters
  Score: Raw -597576.833613 + Penalty 2870.211441 = -594706.622171
  nChanged 6
		SP:Iteration 26Q (173530.990000 sec): 3 clusters
  Score: Raw -597578.385772 + Penalty 2870.211441 = -594708.174331
  nChanged 6
		SP:Iteration 27Q (173531.190000 sec): 3 clusters
  Score: Raw -597580.120301 + Penalty 2870.211441 = -594709.908860
  nChanged 3
		SP:Iteration 28Q (173531.400000 sec): 3 clusters
  Score: Raw -597580.968067 + Penalty 2870.211441 = -594710.756626
  nChanged 3
		SP:Iteration 29Q (173531.580000 sec): 3 clusters
  Score: Raw -597581.954685 + Penalty 2870.211441 = -594711.743244
  nChanged 5
		SP:Iteration 30Q (173531.770000 sec): 3 clusters
  Score: Raw -597584.260817 + Penalty 2870.211441 = -594714.049376
  nChanged 10
		SP:Iteration 31Q (173531.950000 sec): 3 clusters
  Score: Raw -597587.359316 + Penalty 2870.211441 = -594717.147875
  nChanged 9
		SP:Iteration 32Q (173532.140000 sec): 3 clusters
  Score: Raw -597591.329630 + Penalty 2870.211441 = -594721.118189
  nChanged 12
		SP:Iteration 33Q (173532.320000 sec): 3 clusters
  Score: Raw -597595.924360 + Penalty 2870.211441 = -594725.712919
  nChanged 5
		SP:Iteration 34Q (173532.490000 sec): 3 clusters
  Score: Raw -597597.475463 + Penalty 2870.211441 = -594727.264022
  nChanged 6
		SP:Iteration 35Q (173532.690000 sec): 3 clusters
  Score: Raw -597600.169966 + Penalty 2870.211441 = -594729.958525
  nChanged 4
		SP:Iteration 36Q (173532.890000 sec): 3 clusters
  Score: Raw -597601.301344 + Penalty 2870.211441 = -594731.089903
  nChanged 4
		SP:Iteration 37Q (173533.100000 sec): 3 clusters
  Score: Raw -597602.570983 + Penalty 2870.211441 = -594732.359541
  nChanged 3
		SP:Iteration 38Q (173533.300000 sec): 3 clusters
  Score: Raw -597603.199412 + Penalty 2870.211441 = -594732.987970
  nChanged 3
		SP:Iteration 39Q (173533.510000 sec): 3 clusters
  Score: Raw -597604.267488 + Penalty 2870.211441 = -594734.056047
  nChanged 4
		SP:Iteration 40F (173533.710000 sec): 3 clusters
  Score: Raw -597605.327337 + Penalty 2870.211441 = -594735.115895
  nChanged 2
		SP:Iteration 41Q (173533.920000 sec): 3 clusters
  Score: Raw -597605.893267 + Penalty 2870.211441 = -594735.681825
  nChanged 6
		SP:Iteration 42Q (173534.110000 sec): 3 clusters
  Score: Raw -597608.564460 + Penalty 2870.211441 = -594738.353019
  nChanged 5
		SP:Iteration 43Q (173534.320000 sec): 3 clusters
  Score: Raw -597610.469097 + Penalty 2870.211441 = -594740.257655
  nChanged 4
		SP:Iteration 44Q (173534.520000 sec): 3 clusters
  Score: Raw -597612.403047 + Penalty 2870.211441 = -594742.191606
  nChanged 5
		SP:Iteration 45Q (173534.730000 sec): 3 clusters
  Score: Raw -597614.303535 + Penalty 2870.211441 = -594744.092093
  nChanged 4
		SP:Iteration 46Q (173534.930000 sec): 3 clusters
  Score: Raw -597615.828902 + Penalty 2870.211441 = -594745.617460
  nChanged 1
		SP:Iteration 47Q (173535.140000 sec): 3 clusters
  Score: Raw -597616.054182 + Penalty 2870.211441 = -594745.842741
  nChanged 1
		SP:Iteration 48Q (173535.360000 sec): 3 clusters
  Score: Raw -597616.365299 + Penalty 2870.211441 = -594746.153858
  nChanged 2
		SP:Iteration 49Q (173535.540000 sec): 3 clusters
  Score: Raw -597616.900041 + Penalty 2870.211441 = -594746.688600
  nChanged 2
		SP:Iteration 50Q (173535.750000 sec): 3 clusters
  Score: Raw -597617.769366 + Penalty 2870.211441 = -594747.557924
  nChanged 0
		SP:Iteration 51F (173535.980000 sec): 3 clusters
  Score: Raw -597617.769366 + Penalty 2870.211441 = -594747.557924
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (3769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173536.060000 sec): 2 clusters
  Score: Raw -324493.120508 + Penalty 1338.116811 = -323155.003696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173536.120000 sec): 3 clusters
  Score: Raw -322633.422363 + Penalty 2676.233623 = -319957.188740
  nChanged 1453
		SP:Iteration 1F (173536.190000 sec): 3 clusters
  Score: Raw -323600.579172 + Penalty 2676.233623 = -320924.345549
  nChanged 350
		SP:Iteration 2F (173536.260000 sec): 3 clusters
  Score: Raw -323889.461858 + Penalty 2676.233623 = -321213.228235
  nChanged 253
		SP:Iteration 3F (173536.330000 sec): 3 clusters
  Score: Raw -324137.018124 + Penalty 2676.233623 = -321460.784501
  nChanged 224
		SP:Iteration 4F (173536.400000 sec): 3 clusters
  Score: Raw -324354.018849 + Penalty 2676.233623 = -321677.785227
  nChanged 217
		SP:Iteration 5F (173536.480000 sec): 3 clusters
  Score: Raw -324531.020045 + Penalty 2676.233623 = -321854.786423
  nChanged 149
		SP:Iteration 6Q (173536.540000 sec): 3 clusters
  Score: Raw -324627.970234 + Penalty 2676.233623 = -321951.736611
  nChanged 118
		SP:Iteration 7Q (173536.620000 sec): 3 clusters
  Score: Raw -324687.200539 + Penalty 2676.233623 = -322010.966916
  nChanged 90
		SP:Iteration 8Q (173536.680000 sec): 3 clusters
  Score: Raw -324729.064663 + Penalty 2676.233623 = -322052.831041
  nChanged 69
		SP:Iteration 9Q (173536.750000 sec): 3 clusters
  Score: Raw -324766.131766 + Penalty 2676.233623 = -322089.898143
  nChanged 65
		SP:Iteration 10Q (173536.830000 sec): 3 clusters
  Score: Raw -324807.532088 + Penalty 2676.233623 = -322131.298465
  nChanged 63
		SP:Iteration 11Q (173536.900000 sec): 3 clusters
  Score: Raw -324840.255515 + Penalty 2676.233623 = -322164.021892
  nChanged 67
		SP:Iteration 12Q (173536.970000 sec): 3 clusters
  Score: Raw -324886.461307 + Penalty 2676.233623 = -322210.227684
  nChanged 84
		SP:Iteration 13Q (173537.040000 sec): 3 clusters
  Score: Raw -324944.178303 + Penalty 2676.233623 = -322267.944680
  nChanged 69
		SP:Iteration 14Q (173537.110000 sec): 3 clusters
  Score: Raw -324998.753781 + Penalty 2676.233623 = -322322.520158
  nChanged 80
		SP:Iteration 15Q (173537.180000 sec): 3 clusters
  Score: Raw -325058.481471 + Penalty 2676.233623 = -322382.247848
  nChanged 77
		SP:Iteration 16Q (173537.270000 sec): 3 clusters
  Score: Raw -325103.974380 + Penalty 2676.233623 = -322427.740757
  nChanged 66
		SP:Iteration 17Q (173537.330000 sec): 3 clusters
  Score: Raw -325133.793384 + Penalty 2676.233623 = -322457.559761
  nChanged 36
		SP:Iteration 18Q (173537.400000 sec): 3 clusters
  Score: Raw -325147.872651 + Penalty 2676.233623 = -322471.639028
  nChanged 34
		SP:Iteration 19Q (173537.470000 sec): 3 clusters
  Score: Raw -325159.381317 + Penalty 2676.233623 = -322483.147694
  nChanged 22
		SP:Iteration 20F (173537.540000 sec): 3 clusters
  Score: Raw -325166.773084 + Penalty 2676.233623 = -322490.539461
  nChanged 22
		SP:Iteration 21Q (173537.610000 sec): 3 clusters
  Score: Raw -325174.437928 + Penalty 2676.233623 = -322498.204305
  nChanged 18
		SP:Iteration 22Q (173537.680000 sec): 3 clusters
  Score: Raw -325181.452012 + Penalty 2676.233623 = -322505.218389
  nChanged 15
		SP:Iteration 23Q (173537.750000 sec): 3 clusters
  Score: Raw -325187.021083 + Penalty 2676.233623 = -322510.787460
  nChanged 8
		SP:Iteration 24Q (173537.820000 sec): 3 clusters
  Score: Raw -325190.071072 + Penalty 2676.233623 = -322513.837449
  nChanged 9
		SP:Iteration 25Q (173537.890000 sec): 3 clusters
  Score: Raw -325192.099010 + Penalty 2676.233623 = -322515.865387
  nChanged 4
		SP:Iteration 26Q (173537.950000 sec): 3 clusters
  Score: Raw -325193.342060 + Penalty 2676.233623 = -322517.108438
  nChanged 5
		SP:Iteration 27Q (173538.030000 sec): 3 clusters
  Score: Raw -325194.472500 + Penalty 2676.233623 = -322518.238877
  nChanged 4
		SP:Iteration 28Q (173538.090000 sec): 3 clusters
  Score: Raw -325195.822510 + Penalty 2676.233623 = -322519.588887
  nChanged 5
		SP:Iteration 29Q (173538.160000 sec): 3 clusters
  Score: Raw -325196.623388 + Penalty 2676.233623 = -322520.389765
  nChanged 1
		SP:Iteration 30Q (173538.230000 sec): 3 clusters
  Score: Raw -325196.805395 + Penalty 2676.233623 = -322520.571772
  nChanged 0
		SP:Iteration 31F (173538.300000 sec): 3 clusters
  Score: Raw -325196.805395 + Penalty 2676.233623 = -322520.571772
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (4564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173538.390000 sec): 2 clusters
  Score: Raw -368522.456819 + Penalty 1369.217641 = -367153.239179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173538.560000 sec): 3 clusters
  Score: Raw -366205.238100 + Penalty 2738.435281 = -363466.802819
  nChanged 1804
		SP:Iteration 1F (173538.740000 sec): 3 clusters
  Score: Raw -367272.370288 + Penalty 2738.435281 = -364533.935007
  nChanged 388
		SP:Iteration 2F (173538.910000 sec): 3 clusters
  Score: Raw -367550.652392 + Penalty 2738.435281 = -364812.217111
  nChanged 297
		SP:Iteration 3F (173539.090000 sec): 3 clusters
  Score: Raw -367777.188400 + Penalty 2738.435281 = -365038.753119
  nChanged 266
		SP:Iteration 4F (173539.250000 sec): 3 clusters
  Score: Raw -367963.189984 + Penalty 2738.435281 = -365224.754703
  nChanged 222
		SP:Iteration 5Q (173539.410000 sec): 3 clusters
  Score: Raw -368143.094849 + Penalty 2738.435281 = -365404.659568
  nChanged 210
		SP:Iteration 6Q (173539.570000 sec): 3 clusters
  Score: Raw -368302.744227 + Penalty 2738.435281 = -365564.308946
  nChanged 182
		SP:Iteration 7Q (173539.730000 sec): 3 clusters
  Score: Raw -368429.343901 + Penalty 2738.435281 = -365690.908620
  nChanged 143
		SP:Iteration 8Q (173539.890000 sec): 3 clusters
  Score: Raw -368510.098492 + Penalty 2738.435281 = -365771.663211
  nChanged 109
		SP:Iteration 9Q (173539.980000 sec): 3 clusters
  Score: Raw -368576.275329 + Penalty 2738.435281 = -365837.840048
  nChanged 109
		SP:Iteration 10Q (173540.070000 sec): 3 clusters
  Score: Raw -368648.546695 + Penalty 2738.435281 = -365910.111414
  nChanged 113
		SP:Iteration 11Q (173540.240000 sec): 3 clusters
  Score: Raw -368736.944193 + Penalty 2738.435281 = -365998.508912
  nChanged 97
		SP:Iteration 12Q (173540.420000 sec): 3 clusters
  Score: Raw -368800.170935 + Penalty 2738.435281 = -366061.735654
  nChanged 80
		SP:Iteration 13Q (173540.590000 sec): 3 clusters
  Score: Raw -368838.643805 + Penalty 2738.435281 = -366100.208524
  nChanged 67
		SP:Iteration 14Q (173540.770000 sec): 3 clusters
  Score: Raw -368868.858049 + Penalty 2738.435281 = -366130.422768
  nChanged 69
		SP:Iteration 15Q (173540.940000 sec): 3 clusters
  Score: Raw -368900.878728 + Penalty 2738.435281 = -366162.443447
  nChanged 54
		SP:Iteration 16Q (173541.110000 sec): 3 clusters
  Score: Raw -368929.172417 + Penalty 2738.435281 = -366190.737136
  nChanged 56
		SP:Iteration 17Q (173541.290000 sec): 3 clusters
  Score: Raw -368963.869687 + Penalty 2738.435281 = -366225.434406
  nChanged 51
		SP:Iteration 18Q (173541.470000 sec): 3 clusters
  Score: Raw -368995.801595 + Penalty 2738.435281 = -366257.366314
  nChanged 57
		SP:Iteration 19Q (173541.640000 sec): 3 clusters
  Score: Raw -369026.172960 + Penalty 2738.435281 = -366287.737679
  nChanged 58
		SP:Iteration 20F (173541.820000 sec): 3 clusters
  Score: Raw -369057.709147 + Penalty 2738.435281 = -366319.273866
  nChanged 57
		SP:Iteration 21Q (173542.000000 sec): 3 clusters
  Score: Raw -369084.268060 + Penalty 2738.435281 = -366345.832779
  nChanged 55
		SP:Iteration 22Q (173542.160000 sec): 3 clusters
  Score: Raw -369103.368929 + Penalty 2738.435281 = -366364.933648
  nChanged 35
		SP:Iteration 23Q (173542.340000 sec): 3 clusters
  Score: Raw -369115.572881 + Penalty 2738.435281 = -366377.137599
  nChanged 27
		SP:Iteration 24Q (173542.510000 sec): 3 clusters
  Score: Raw -369124.512746 + Penalty 2738.435281 = -366386.077465
  nChanged 20
		SP:Iteration 25Q (173542.690000 sec): 3 clusters
  Score: Raw -369131.734317 + Penalty 2738.435281 = -366393.299036
  nChanged 15
		SP:Iteration 26Q (173542.870000 sec): 3 clusters
  Score: Raw -369136.173946 + Penalty 2738.435281 = -366397.738665
  nChanged 14
		SP:Iteration 27Q (173543.040000 sec): 3 clusters
  Score: Raw -369140.271100 + Penalty 2738.435281 = -366401.835819
  nChanged 15
		SP:Iteration 28Q (173543.210000 sec): 3 clusters
  Score: Raw -369144.372935 + Penalty 2738.435281 = -366405.937654
  nChanged 10
		SP:Iteration 29Q (173543.390000 sec): 3 clusters
  Score: Raw -369148.049212 + Penalty 2738.435281 = -366409.613931
  nChanged 17
		SP:Iteration 30Q (173543.570000 sec): 3 clusters
  Score: Raw -369152.903895 + Penalty 2738.435281 = -366414.468614
  nChanged 13
		SP:Iteration 31Q (173543.740000 sec): 3 clusters
  Score: Raw -369157.141535 + Penalty 2738.435281 = -366418.706254
  nChanged 12
		SP:Iteration 32Q (173543.920000 sec): 3 clusters
  Score: Raw -369160.374982 + Penalty 2738.435281 = -366421.939701
  nChanged 9
		SP:Iteration 33Q (173544.090000 sec): 3 clusters
  Score: Raw -369163.270594 + Penalty 2738.435281 = -366424.835313
  nChanged 11
		SP:Iteration 34Q (173544.260000 sec): 3 clusters
  Score: Raw -369166.381321 + Penalty 2738.435281 = -366427.946040
  nChanged 6
		SP:Iteration 35Q (173544.440000 sec): 3 clusters
  Score: Raw -369167.442402 + Penalty 2738.435281 = -366429.007121
  nChanged 3
		SP:Iteration 36Q (173544.620000 sec): 3 clusters
  Score: Raw -369167.818685 + Penalty 2738.435281 = -366429.383404
  nChanged 0
		SP:Iteration 37F (173544.790000 sec): 3 clusters
  Score: Raw -369167.818685 + Penalty 2738.435281 = -366429.383404
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (13620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173544.950000 sec): 2 clusters
  Score: Raw -1136099.409770 + Penalty 1546.885369 = -1134552.524401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173545.230000 sec): 3 clusters
  Score: Raw -1128131.398551 + Penalty 3093.770738 = -1125037.627813
  nChanged 6055
		SP:Iteration 1F (173545.470000 sec): 3 clusters
  Score: Raw -1131673.238890 + Penalty 3093.770738 = -1128579.468152
  nChanged 988
		SP:Iteration 2F (173545.700000 sec): 3 clusters
  Score: Raw -1132223.022640 + Penalty 3093.770738 = -1129129.251902
  nChanged 894
		SP:Iteration 3F (173545.980000 sec): 3 clusters
  Score: Raw -1132766.455248 + Penalty 3093.770738 = -1129672.684509
  nChanged 866
		SP:Iteration 4F (173546.240000 sec): 3 clusters
  Score: Raw -1133276.278303 + Penalty 3093.770738 = -1130182.507564
  nChanged 788
		SP:Iteration 5F (173546.480000 sec): 3 clusters
  Score: Raw -1133788.846009 + Penalty 3093.770738 = -1130695.075271
  nChanged 757
		SP:Iteration 6F (173546.710000 sec): 3 clusters
  Score: Raw -1134225.558616 + Penalty 3093.770738 = -1131131.787877
  nChanged 624
		SP:Iteration 7Q (173546.980000 sec): 3 clusters
  Score: Raw -1134524.543176 + Penalty 3093.770738 = -1131430.772438
  nChanged 506
		SP:Iteration 8Q (173547.260000 sec): 3 clusters
  Score: Raw -1134742.173038 + Penalty 3093.770738 = -1131648.402300
  nChanged 418
		SP:Iteration 9Q (173547.530000 sec): 3 clusters
  Score: Raw -1134884.729249 + Penalty 3093.770738 = -1131790.958511
  nChanged 312
		SP:Iteration 10Q (173547.820000 sec): 3 clusters
  Score: Raw -1134989.306397 + Penalty 3093.770738 = -1131895.535659
  nChanged 271
		SP:Iteration 11Q (173548.140000 sec): 3 clusters
  Score: Raw -1135077.272803 + Penalty 3093.770738 = -1131983.502065
  nChanged 248
		SP:Iteration 12Q (173548.380000 sec): 3 clusters
  Score: Raw -1135165.348542 + Penalty 3093.770738 = -1132071.577804
  nChanged 229
		SP:Iteration 13Q (173548.610000 sec): 3 clusters
  Score: Raw -1135252.667247 + Penalty 3093.770738 = -1132158.896508
  nChanged 245
		SP:Iteration 14Q (173548.890000 sec): 3 clusters
  Score: Raw -1135350.873566 + Penalty 3093.770738 = -1132257.102827
  nChanged 263
		SP:Iteration 15Q (173549.180000 sec): 3 clusters
  Score: Raw -1135476.752974 + Penalty 3093.770738 = -1132382.982236
  nChanged 250
		SP:Iteration 16Q (173549.460000 sec): 3 clusters
  Score: Raw -1135611.812965 + Penalty 3093.770738 = -1132518.042226
  nChanged 293
		SP:Iteration 17Q (173549.740000 sec): 3 clusters
  Score: Raw -1135747.208529 + Penalty 3093.770738 = -1132653.437790
  nChanged 257
		SP:Iteration 18Q (173550.030000 sec): 3 clusters
  Score: Raw -1135849.837221 + Penalty 3093.770738 = -1132756.066483
  nChanged 235
		SP:Iteration 19Q (173550.210000 sec): 3 clusters
  Score: Raw -1135933.526400 + Penalty 3093.770738 = -1132839.755662
  nChanged 197
		SP:Iteration 20F (173550.480000 sec): 3 clusters
  Score: Raw -1135998.583244 + Penalty 3093.770738 = -1132904.812506
  nChanged 180
		SP:Iteration 21Q (173550.700000 sec): 3 clusters
  Score: Raw -1136052.621058 + Penalty 3093.770738 = -1132958.850320
  nChanged 161
		SP:Iteration 22Q (173550.970000 sec): 3 clusters
  Score: Raw -1136093.771229 + Penalty 3093.770738 = -1133000.000491
  nChanged 134
		SP:Iteration 23Q (173551.140000 sec): 3 clusters
  Score: Raw -1136129.059744 + Penalty 3093.770738 = -1133035.289006
  nChanged 119
		SP:Iteration 24Q (173551.360000 sec): 3 clusters
  Score: Raw -1136158.605065 + Penalty 3093.770738 = -1133064.834327
  nChanged 120
		SP:Iteration 25Q (173551.600000 sec): 3 clusters
  Score: Raw -1136191.721989 + Penalty 3093.770738 = -1133097.951251
  nChanged 114
		SP:Iteration 26Q (173551.860000 sec): 3 clusters
  Score: Raw -1136223.012938 + Penalty 3093.770738 = -1133129.242199
  nChanged 114
		SP:Iteration 27Q (173552.090000 sec): 3 clusters
  Score: Raw -1136252.282947 + Penalty 3093.770738 = -1133158.512209
  nChanged 111
		SP:Iteration 28Q (173552.330000 sec): 3 clusters
  Score: Raw -1136284.695995 + Penalty 3093.770738 = -1133190.925256
  nChanged 116
		SP:Iteration 29Q (173552.610000 sec): 3 clusters
  Score: Raw -1136318.111884 + Penalty 3093.770738 = -1133224.341145
  nChanged 108
		SP:Iteration 30Q (173552.850000 sec): 3 clusters
  Score: Raw -1136352.108047 + Penalty 3093.770738 = -1133258.337308
  nChanged 110
		SP:Iteration 31Q (173553.100000 sec): 3 clusters
  Score: Raw -1136387.398034 + Penalty 3093.770738 = -1133293.627296
  nChanged 96
		SP:Iteration 32Q (173553.350000 sec): 3 clusters
  Score: Raw -1136417.409774 + Penalty 3093.770738 = -1133323.639036
  nChanged 99
		SP:Iteration 33Q (173553.570000 sec): 3 clusters
  Score: Raw -1136448.873231 + Penalty 3093.770738 = -1133355.102493
  nChanged 96
		SP:Iteration 34Q (173553.780000 sec): 3 clusters
  Score: Raw -1136482.797101 + Penalty 3093.770738 = -1133389.026362
  nChanged 97
		SP:Iteration 35Q (173554.060000 sec): 3 clusters
  Score: Raw -1136515.703007 + Penalty 3093.770738 = -1133421.932269
  nChanged 88
		SP:Iteration 36Q (173554.340000 sec): 3 clusters
  Score: Raw -1136543.418812 + Penalty 3093.770738 = -1133449.648074
  nChanged 85
		SP:Iteration 37Q (173554.540000 sec): 3 clusters
  Score: Raw -1136571.295009 + Penalty 3093.770738 = -1133477.524271
  nChanged 83
		SP:Iteration 38Q (173554.860000 sec): 3 clusters
  Score: Raw -1136600.624120 + Penalty 3093.770738 = -1133506.853381
  nChanged 86
		SP:Iteration 39Q (173555.080000 sec): 3 clusters
  Score: Raw -1136631.448518 + Penalty 3093.770738 = -1133537.677780
  nChanged 85
		SP:Iteration 40F (173555.320000 sec): 3 clusters
  Score: Raw -1136666.735867 + Penalty 3093.770738 = -1133572.965129
  nChanged 89
		SP:Iteration 41Q (173555.570000 sec): 3 clusters
  Score: Raw -1136700.322997 + Penalty 3093.770738 = -1133606.552258
  nChanged 91
		SP:Iteration 42Q (173555.840000 sec): 3 clusters
  Score: Raw -1136736.592453 + Penalty 3093.770738 = -1133642.821714
  nChanged 105
		SP:Iteration 43Q (173556.050000 sec): 3 clusters
  Score: Raw -1136777.455343 + Penalty 3093.770738 = -1133683.684605
  nChanged 80
		SP:Iteration 44Q (173556.330000 sec): 3 clusters
  Score: Raw -1136805.352134 + Penalty 3093.770738 = -1133711.581396
  nChanged 76
		SP:Iteration 45Q (173556.490000 sec): 3 clusters
  Score: Raw -1136827.993316 + Penalty 3093.770738 = -1133734.222578
  nChanged 61
		SP:Iteration 46Q (173556.770000 sec): 3 clusters
  Score: Raw -1136846.042890 + Penalty 3093.770738 = -1133752.272152
  nChanged 50
		SP:Iteration 47Q (173557.040000 sec): 3 clusters
  Score: Raw -1136861.838705 + Penalty 3093.770738 = -1133768.067967
  nChanged 46
		SP:Iteration 48Q (173557.250000 sec): 3 clusters
  Score: Raw -1136876.725228 + Penalty 3093.770738 = -1133782.954489
  nChanged 47
		SP:Iteration 49Q (173557.510000 sec): 3 clusters
  Score: Raw -1136893.058301 + Penalty 3093.770738 = -1133799.287563
  nChanged 50
		SP:Iteration 50Q (173557.710000 sec): 3 clusters
  Score: Raw -1136907.829613 + Penalty 3093.770738 = -1133814.058875
  nChanged 37
		SP:Iteration 51Q (173557.880000 sec): 3 clusters
  Score: Raw -1136920.158042 + Penalty 3093.770738 = -1133826.387304
  nChanged 37
		SP:Iteration 52Q (173558.170000 sec): 3 clusters
  Score: Raw -1136934.355393 + Penalty 3093.770738 = -1133840.584654
  nChanged 46
		SP:Iteration 53Q (173558.400000 sec): 3 clusters
  Score: Raw -1136949.404033 + Penalty 3093.770738 = -1133855.633295
  nChanged 37
		SP:Iteration 54Q (173558.560000 sec): 3 clusters
  Score: Raw -1136959.616703 + Penalty 3093.770738 = -1133865.845965
  nChanged 37
		SP:Iteration 55Q (173558.730000 sec): 3 clusters
  Score: Raw -1136969.383076 + Penalty 3093.770738 = -1133875.612338
  nChanged 33
		SP:Iteration 56Q (173558.920000 sec): 3 clusters
  Score: Raw -1136978.957948 + Penalty 3093.770738 = -1133885.187210
  nChanged 26
		SP:Iteration 57Q (173559.130000 sec): 3 clusters
  Score: Raw -1136987.239457 + Penalty 3093.770738 = -1133893.468719
  nChanged 25
		SP:Iteration 58Q (173559.380000 sec): 3 clusters
  Score: Raw -1136995.851414 + Penalty 3093.770738 = -1133902.080676
  nChanged 23
		SP:Iteration 59Q (173559.670000 sec): 3 clusters
  Score: Raw -1137002.867853 + Penalty 3093.770738 = -1133909.097115
  nChanged 18
		SP:Iteration 60F (173559.920000 sec): 3 clusters
  Score: Raw -1137006.958518 + Penalty 3093.770738 = -1133913.187779
  nChanged 12
		SP:Iteration 61Q (173560.200000 sec): 3 clusters
  Score: Raw -1137010.104772 + Penalty 3093.770738 = -1133916.334034
  nChanged 12
		SP:Iteration 62Q (173560.480000 sec): 3 clusters
  Score: Raw -1137012.740546 + Penalty 3093.770738 = -1133918.969808
  nChanged 14
		SP:Iteration 63Q (173560.680000 sec): 3 clusters
  Score: Raw -1137015.440091 + Penalty 3093.770738 = -1133921.669352
  nChanged 12
		SP:Iteration 64Q (173560.920000 sec): 3 clusters
  Score: Raw -1137018.301839 + Penalty 3093.770738 = -1133924.531100
  nChanged 15
		SP:Iteration 65Q (173561.180000 sec): 3 clusters
  Score: Raw -1137022.488394 + Penalty 3093.770738 = -1133928.717656
  nChanged 12
		SP:Iteration 66Q (173561.340000 sec): 3 clusters
  Score: Raw -1137025.178584 + Penalty 3093.770738 = -1133931.407845
  nChanged 8
		SP:Iteration 67Q (173561.600000 sec): 3 clusters
  Score: Raw -1137027.842001 + Penalty 3093.770738 = -1133934.071262
  nChanged 13
		SP:Iteration 68Q (173561.890000 sec): 3 clusters
  Score: Raw -1137031.018264 + Penalty 3093.770738 = -1133937.247525
  nChanged 11
		SP:Iteration 69Q (173562.130000 sec): 3 clusters
  Score: Raw -1137033.412722 + Penalty 3093.770738 = -1133939.641984
  nChanged 7
		SP:Iteration 70Q (173562.330000 sec): 3 clusters
  Score: Raw -1137035.709272 + Penalty 3093.770738 = -1133941.938533
  nChanged 10
		SP:Iteration 71Q (173562.570000 sec): 3 clusters
  Score: Raw -1137038.467817 + Penalty 3093.770738 = -1133944.697079
  nChanged 13
		SP:Iteration 72Q (173562.790000 sec): 3 clusters
  Score: Raw -1137043.262496 + Penalty 3093.770738 = -1133949.491757
  nChanged 16
		SP:Iteration 73Q (173562.960000 sec): 3 clusters
  Score: Raw -1137050.026888 + Penalty 3093.770738 = -1133956.256150
  nChanged 19
		SP:Iteration 74Q (173563.140000 sec): 3 clusters
  Score: Raw -1137056.493700 + Penalty 3093.770738 = -1133962.722961
  nChanged 23
		SP:Iteration 75Q (173563.410000 sec): 3 clusters
  Score: Raw -1137063.183405 + Penalty 3093.770738 = -1133969.412667
  nChanged 11
		SP:Iteration 76Q (173563.620000 sec): 3 clusters
  Score: Raw -1137065.454262 + Penalty 3093.770738 = -1133971.683524
  nChanged 9
		SP:Iteration 77Q (173563.860000 sec): 3 clusters
  Score: Raw -1137067.814274 + Penalty 3093.770738 = -1133974.043535
  nChanged 8
		SP:Iteration 78Q (173564.080000 sec): 3 clusters
  Score: Raw -1137070.093319 + Penalty 3093.770738 = -1133976.322580
  nChanged 5
		SP:Iteration 79Q (173564.320000 sec): 3 clusters
  Score: Raw -1137071.519551 + Penalty 3093.770738 = -1133977.748813
  nChanged 5
		SP:Iteration 80F (173564.500000 sec): 3 clusters
  Score: Raw -1137072.624717 + Penalty 3093.770738 = -1133978.853978
  nChanged 9
		SP:Iteration 81Q (173564.740000 sec): 3 clusters
  Score: Raw -1137074.455140 + Penalty 3093.770738 = -1133980.684401
  nChanged 4
		SP:Iteration 82Q (173565.030000 sec): 3 clusters
  Score: Raw -1137075.399606 + Penalty 3093.770738 = -1133981.628868
  nChanged 5
		SP:Iteration 83Q (173565.310000 sec): 3 clusters
  Score: Raw -1137076.617467 + Penalty 3093.770738 = -1133982.846729
  nChanged 4
		SP:Iteration 84Q (173565.560000 sec): 3 clusters
  Score: Raw -1137077.780426 + Penalty 3093.770738 = -1133984.009688
  nChanged 5
		SP:Iteration 85Q (173565.840000 sec): 3 clusters
  Score: Raw -1137078.989674 + Penalty 3093.770738 = -1133985.218935
  nChanged 5
		SP:Iteration 86Q (173566.110000 sec): 3 clusters
  Score: Raw -1137080.136050 + Penalty 3093.770738 = -1133986.365312
  nChanged 4
		SP:Iteration 87Q (173566.320000 sec): 3 clusters
  Score: Raw -1137080.769332 + Penalty 3093.770738 = -1133986.998593
  nChanged 1
		SP:Iteration 88Q (173566.600000 sec): 3 clusters
  Score: Raw -1137081.186746 + Penalty 3093.770738 = -1133987.416007
  nChanged 2
		SP:Iteration 89Q (173566.850000 sec): 3 clusters
  Score: Raw -1137081.525051 + Penalty 3093.770738 = -1133987.754312
  nChanged 2
		SP:Iteration 90Q (173567.060000 sec): 3 clusters
  Score: Raw -1137081.937770 + Penalty 3093.770738 = -1133988.167032
  nChanged 1
		SP:Iteration 91Q (173567.300000 sec): 3 clusters
  Score: Raw -1137082.175083 + Penalty 3093.770738 = -1133988.404345
  nChanged 1
		SP:Iteration 92Q (173567.520000 sec): 3 clusters
  Score: Raw -1137082.431389 + Penalty 3093.770738 = -1133988.660651
  nChanged 2
		SP:Iteration 93Q (173567.740000 sec): 3 clusters
  Score: Raw -1137082.875670 + Penalty 3093.770738 = -1133989.104931
  nChanged 1
		SP:Iteration 94Q (173568.030000 sec): 3 clusters
  Score: Raw -1137083.070812 + Penalty 3093.770738 = -1133989.300074
  nChanged 0
		SP:Iteration 95F (173568.280000 sec): 3 clusters
  Score: Raw -1137083.070812 + Penalty 3093.770738 = -1133989.300074
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (4565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173568.380000 sec): 2 clusters
  Score: Raw -386247.951133 + Penalty 1369.253241 = -384878.697891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173568.560000 sec): 3 clusters
  Score: Raw -383946.985998 + Penalty 2738.506483 = -381208.479515
  nChanged 1862
		SP:Iteration 1F (173568.740000 sec): 3 clusters
  Score: Raw -385094.046644 + Penalty 2738.506483 = -382355.540161
  nChanged 431
		SP:Iteration 2F (173568.910000 sec): 3 clusters
  Score: Raw -385446.210227 + Penalty 2738.506483 = -382707.703745
  nChanged 353
		SP:Iteration 3F (173569.080000 sec): 3 clusters
  Score: Raw -385785.955717 + Penalty 2738.506483 = -383047.449234
  nChanged 298
		SP:Iteration 4F (173569.260000 sec): 3 clusters
  Score: Raw -386065.647620 + Penalty 2738.506483 = -383327.141137
  nChanged 251
		SP:Iteration 5F (173569.440000 sec): 3 clusters
  Score: Raw -386256.826901 + Penalty 2738.506483 = -383518.320418
  nChanged 192
		SP:Iteration 6Q (173569.610000 sec): 3 clusters
  Score: Raw -386370.862443 + Penalty 2738.506483 = -383632.355960
  nChanged 120
		SP:Iteration 7Q (173569.790000 sec): 3 clusters
  Score: Raw -386444.715310 + Penalty 2738.506483 = -383706.208827
  nChanged 98
		SP:Iteration 8Q (173569.960000 sec): 3 clusters
  Score: Raw -386497.515137 + Penalty 2738.506483 = -383759.008654
  nChanged 79
		SP:Iteration 9Q (173570.140000 sec): 3 clusters
  Score: Raw -386526.183357 + Penalty 2738.506483 = -383787.676875
  nChanged 58
		SP:Iteration 10Q (173570.320000 sec): 3 clusters
  Score: Raw -386544.882464 + Penalty 2738.506483 = -383806.375982
  nChanged 35
		SP:Iteration 11Q (173570.490000 sec): 3 clusters
  Score: Raw -386556.285026 + Penalty 2738.506483 = -383817.778544
  nChanged 21
		SP:Iteration 12Q (173570.670000 sec): 3 clusters
  Score: Raw -386561.885236 + Penalty 2738.506483 = -383823.378753
  nChanged 23
		SP:Iteration 13Q (173570.840000 sec): 3 clusters
  Score: Raw -386567.834876 + Penalty 2738.506483 = -383829.328393
  nChanged 18
		SP:Iteration 14Q (173571.020000 sec): 3 clusters
  Score: Raw -386572.400195 + Penalty 2738.506483 = -383833.893712
  nChanged 10
		SP:Iteration 15Q (173571.200000 sec): 3 clusters
  Score: Raw -386575.615231 + Penalty 2738.506483 = -383837.108748
  nChanged 18
		SP:Iteration 16Q (173571.370000 sec): 3 clusters
  Score: Raw -386580.951887 + Penalty 2738.506483 = -383842.445404
  nChanged 15
		SP:Iteration 17Q (173571.550000 sec): 3 clusters
  Score: Raw -386585.357295 + Penalty 2738.506483 = -383846.850812
  nChanged 17
		SP:Iteration 18Q (173571.720000 sec): 3 clusters
  Score: Raw -386591.653760 + Penalty 2738.506483 = -383853.147277
  nChanged 21
		SP:Iteration 19Q (173571.900000 sec): 3 clusters
  Score: Raw -386600.610398 + Penalty 2738.506483 = -383862.103915
  nChanged 26
		SP:Iteration 20F (173572.080000 sec): 3 clusters
  Score: Raw -386609.418860 + Penalty 2738.506483 = -383870.912377
  nChanged 16
		SP:Iteration 21Q (173572.250000 sec): 3 clusters
  Score: Raw -386614.181121 + Penalty 2738.506483 = -383875.674638
  nChanged 18
		SP:Iteration 22Q (173572.430000 sec): 3 clusters
  Score: Raw -386618.958765 + Penalty 2738.506483 = -383880.452282
  nChanged 12
		SP:Iteration 23Q (173572.600000 sec): 3 clusters
  Score: Raw -386623.495619 + Penalty 2738.506483 = -383884.989136
  nChanged 19
		SP:Iteration 24Q (173572.780000 sec): 3 clusters
  Score: Raw -386628.885264 + Penalty 2738.506483 = -383890.378781
  nChanged 15
		SP:Iteration 25Q (173572.960000 sec): 3 clusters
  Score: Raw -386633.372758 + Penalty 2738.506483 = -383894.866276
  nChanged 19
		SP:Iteration 26Q (173573.130000 sec): 3 clusters
  Score: Raw -386638.557886 + Penalty 2738.506483 = -383900.051403
  nChanged 13
		SP:Iteration 27Q (173573.300000 sec): 3 clusters
  Score: Raw -386642.277975 + Penalty 2738.506483 = -383903.771492
  nChanged 13
		SP:Iteration 28Q (173573.480000 sec): 3 clusters
  Score: Raw -386645.081005 + Penalty 2738.506483 = -383906.574522
  nChanged 6
		SP:Iteration 29Q (173573.660000 sec): 3 clusters
  Score: Raw -386646.649988 + Penalty 2738.506483 = -383908.143506
  nChanged 8
		SP:Iteration 30Q (173573.830000 sec): 3 clusters
  Score: Raw -386648.827055 + Penalty 2738.506483 = -383910.320572
  nChanged 10
		SP:Iteration 31Q (173574.010000 sec): 3 clusters
  Score: Raw -386651.213927 + Penalty 2738.506483 = -383912.707444
  nChanged 5
		SP:Iteration 32Q (173574.180000 sec): 3 clusters
  Score: Raw -386652.758820 + Penalty 2738.506483 = -383914.252337
  nChanged 6
		SP:Iteration 33Q (173574.360000 sec): 3 clusters
  Score: Raw -386654.574576 + Penalty 2738.506483 = -383916.068093
  nChanged 3
		SP:Iteration 34Q (173574.530000 sec): 3 clusters
  Score: Raw -386655.163855 + Penalty 2738.506483 = -383916.657373
  nChanged 5
		SP:Iteration 35Q (173574.710000 sec): 3 clusters
  Score: Raw -386656.238699 + Penalty 2738.506483 = -383917.732216
  nChanged 7
		SP:Iteration 36Q (173574.880000 sec): 3 clusters
  Score: Raw -386658.364398 + Penalty 2738.506483 = -383919.857915
  nChanged 9
		SP:Iteration 37Q (173575.060000 sec): 3 clusters
  Score: Raw -386660.113111 + Penalty 2738.506483 = -383921.606628
  nChanged 7
		SP:Iteration 38Q (173575.260000 sec): 3 clusters
  Score: Raw -386662.019624 + Penalty 2738.506483 = -383923.513142
  nChanged 7
		SP:Iteration 39Q (173575.460000 sec): 3 clusters
  Score: Raw -386663.369172 + Penalty 2738.506483 = -383924.862689
  nChanged 5
		SP:Iteration 40F (173575.630000 sec): 3 clusters
  Score: Raw -386664.423661 + Penalty 2738.506483 = -383925.917178
  nChanged 6
		SP:Iteration 41Q (173575.810000 sec): 3 clusters
  Score: Raw -386666.186050 + Penalty 2738.506483 = -383927.679568
  nChanged 6
		SP:Iteration 42Q (173575.990000 sec): 3 clusters
  Score: Raw -386668.282131 + Penalty 2738.506483 = -383929.775648
  nChanged 10
		SP:Iteration 43Q (173576.160000 sec): 3 clusters
  Score: Raw -386671.030081 + Penalty 2738.506483 = -383932.523599
  nChanged 8
		SP:Iteration 44Q (173576.330000 sec): 3 clusters
  Score: Raw -386673.240506 + Penalty 2738.506483 = -383934.734024
  nChanged 7
		SP:Iteration 45Q (173576.510000 sec): 3 clusters
  Score: Raw -386674.551015 + Penalty 2738.506483 = -383936.044532
  nChanged 5
		SP:Iteration 46Q (173576.690000 sec): 3 clusters
  Score: Raw -386675.618526 + Penalty 2738.506483 = -383937.112043
  nChanged 5
		SP:Iteration 47Q (173576.860000 sec): 3 clusters
  Score: Raw -386676.373956 + Penalty 2738.506483 = -383937.867473
  nChanged 1
		SP:Iteration 48Q (173577.040000 sec): 3 clusters
  Score: Raw -386676.524847 + Penalty 2738.506483 = -383938.018365
  nChanged 0
		SP:Iteration 49F (173577.210000 sec): 3 clusters
  Score: Raw -386676.524847 + Penalty 2738.506483 = -383938.018365
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173577.320000 sec): 2 clusters
  Score: Raw -414923.462439 + Penalty 1355.285315 = -413568.177125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173577.500000 sec): 3 clusters
  Score: Raw -412809.040465 + Penalty 2710.570629 = -410098.469836
  nChanged 1624
		SP:Iteration 1F (173577.670000 sec): 3 clusters
  Score: Raw -413747.864451 + Penalty 2710.570629 = -411037.293821
  nChanged 296
		SP:Iteration 2F (173577.850000 sec): 3 clusters
  Score: Raw -413928.945615 + Penalty 2710.570629 = -411218.374986
  nChanged 231
		SP:Iteration 3F (173578.020000 sec): 3 clusters
  Score: Raw -414053.128113 + Penalty 2710.570629 = -411342.557483
  nChanged 149
		SP:Iteration 4Q (173578.240000 sec): 3 clusters
  Score: Raw -414122.266516 + Penalty 2710.570629 = -411411.695886
  nChanged 120
		SP:Iteration 5Q (173578.420000 sec): 3 clusters
  Score: Raw -414180.625443 + Penalty 2710.570629 = -411470.054814
  nChanged 105
		SP:Iteration 6Q (173578.590000 sec): 3 clusters
  Score: Raw -414231.595318 + Penalty 2710.570629 = -411521.024689
  nChanged 91
		SP:Iteration 7Q (173578.770000 sec): 3 clusters
  Score: Raw -414278.795539 + Penalty 2710.570629 = -411568.224910
  nChanged 85
		SP:Iteration 8Q (173578.950000 sec): 3 clusters
  Score: Raw -414331.054117 + Penalty 2710.570629 = -411620.483488
  nChanged 92
		SP:Iteration 9Q (173579.120000 sec): 3 clusters
  Score: Raw -414389.541640 + Penalty 2710.570629 = -411678.971010
  nChanged 91
		SP:Iteration 10Q (173579.300000 sec): 3 clusters
  Score: Raw -414429.957799 + Penalty 2710.570629 = -411719.387169
  nChanged 71
		SP:Iteration 11Q (173579.470000 sec): 3 clusters
  Score: Raw -414458.839855 + Penalty 2710.570629 = -411748.269226
  nChanged 65
		SP:Iteration 12Q (173579.650000 sec): 3 clusters
  Score: Raw -414485.155910 + Penalty 2710.570629 = -411774.585281
  nChanged 59
		SP:Iteration 13Q (173579.830000 sec): 3 clusters
  Score: Raw -414512.351701 + Penalty 2710.570629 = -411801.781072
  nChanged 56
		SP:Iteration 14Q (173580.000000 sec): 3 clusters
  Score: Raw -414534.305766 + Penalty 2710.570629 = -411823.735136
  nChanged 62
		SP:Iteration 15Q (173580.170000 sec): 3 clusters
  Score: Raw -414559.705076 + Penalty 2710.570629 = -411849.134447
  nChanged 50
		SP:Iteration 16Q (173580.350000 sec): 3 clusters
  Score: Raw -414577.530524 + Penalty 2710.570629 = -411866.959895
  nChanged 52
		SP:Iteration 17Q (173580.450000 sec): 3 clusters
  Score: Raw -414597.655971 + Penalty 2710.570629 = -411887.085342
  nChanged 61
		SP:Iteration 18Q (173580.530000 sec): 3 clusters
  Score: Raw -414623.343890 + Penalty 2710.570629 = -411912.773260
  nChanged 60
		SP:Iteration 19Q (173580.620000 sec): 3 clusters
  Score: Raw -414647.150648 + Penalty 2710.570629 = -411936.580018
  nChanged 58
		SP:Iteration 20F (173580.700000 sec): 3 clusters
  Score: Raw -414668.962229 + Penalty 2710.570629 = -411958.391600
  nChanged 42
		SP:Iteration 21Q (173580.780000 sec): 3 clusters
  Score: Raw -414682.384443 + Penalty 2710.570629 = -411971.813814
  nChanged 31
		SP:Iteration 22Q (173580.860000 sec): 3 clusters
  Score: Raw -414692.050999 + Penalty 2710.570629 = -411981.480369
  nChanged 26
		SP:Iteration 23Q (173580.950000 sec): 3 clusters
  Score: Raw -414699.536133 + Penalty 2710.570629 = -411988.965503
  nChanged 24
		SP:Iteration 24Q (173581.030000 sec): 3 clusters
  Score: Raw -414706.381880 + Penalty 2710.570629 = -411995.811251
  nChanged 22
		SP:Iteration 25Q (173581.110000 sec): 3 clusters
  Score: Raw -414713.525872 + Penalty 2710.570629 = -412002.955242
  nChanged 24
		SP:Iteration 26Q (173581.190000 sec): 3 clusters
  Score: Raw -414722.367066 + Penalty 2710.570629 = -412011.796436
  nChanged 21
		SP:Iteration 27Q (173581.270000 sec): 3 clusters
  Score: Raw -414729.430250 + Penalty 2710.570629 = -412018.859621
  nChanged 23
		SP:Iteration 28Q (173581.360000 sec): 3 clusters
  Score: Raw -414735.879189 + Penalty 2710.570629 = -412025.308560
  nChanged 22
		SP:Iteration 29Q (173581.440000 sec): 3 clusters
  Score: Raw -414744.065977 + Penalty 2710.570629 = -412033.495347
  nChanged 21
		SP:Iteration 30Q (173581.530000 sec): 3 clusters
  Score: Raw -414749.836389 + Penalty 2710.570629 = -412039.265760
  nChanged 25
		SP:Iteration 31Q (173581.610000 sec): 3 clusters
  Score: Raw -414757.454115 + Penalty 2710.570629 = -412046.883486
  nChanged 22
		SP:Iteration 32Q (173581.690000 sec): 3 clusters
  Score: Raw -414764.258416 + Penalty 2710.570629 = -412053.687787
  nChanged 16
		SP:Iteration 33Q (173581.770000 sec): 3 clusters
  Score: Raw -414768.729541 + Penalty 2710.570629 = -412058.158911
  nChanged 15
		SP:Iteration 34Q (173581.850000 sec): 3 clusters
  Score: Raw -414772.249833 + Penalty 2710.570629 = -412061.679204
  nChanged 10
		SP:Iteration 35Q (173581.930000 sec): 3 clusters
  Score: Raw -414774.774905 + Penalty 2710.570629 = -412064.204276
  nChanged 12
		SP:Iteration 36Q (173582.020000 sec): 3 clusters
  Score: Raw -414777.139452 + Penalty 2710.570629 = -412066.568822
  nChanged 10
		SP:Iteration 37Q (173582.100000 sec): 3 clusters
  Score: Raw -414779.063805 + Penalty 2710.570629 = -412068.493176
  nChanged 7
		SP:Iteration 38Q (173582.180000 sec): 3 clusters
  Score: Raw -414780.087966 + Penalty 2710.570629 = -412069.517337
  nChanged 5
		SP:Iteration 39Q (173582.270000 sec): 3 clusters
  Score: Raw -414781.240370 + Penalty 2710.570629 = -412070.669741
  nChanged 3
		SP:Iteration 40F (173582.350000 sec): 3 clusters
  Score: Raw -414782.125020 + Penalty 2710.570629 = -412071.554391
  nChanged 6
		SP:Iteration 41Q (173582.500000 sec): 3 clusters
  Score: Raw -414784.682205 + Penalty 2710.570629 = -412074.111576
  nChanged 11
		SP:Iteration 42Q (173582.680000 sec): 3 clusters
  Score: Raw -414788.604216 + Penalty 2710.570629 = -412078.033587
  nChanged 12
		SP:Iteration 43Q (173582.850000 sec): 3 clusters
  Score: Raw -414791.730004 + Penalty 2710.570629 = -412081.159375
  nChanged 9
		SP:Iteration 44Q (173583.030000 sec): 3 clusters
  Score: Raw -414793.595359 + Penalty 2710.570629 = -412083.024730
  nChanged 5
		SP:Iteration 45Q (173583.210000 sec): 3 clusters
  Score: Raw -414794.911987 + Penalty 2710.570629 = -412084.341358
  nChanged 9
		SP:Iteration 46Q (173583.380000 sec): 3 clusters
  Score: Raw -414797.014586 + Penalty 2710.570629 = -412086.443957
  nChanged 9
		SP:Iteration 47Q (173583.560000 sec): 3 clusters
  Score: Raw -414799.405163 + Penalty 2710.570629 = -412088.834534
  nChanged 13
		SP:Iteration 48Q (173583.730000 sec): 3 clusters
  Score: Raw -414803.370054 + Penalty 2710.570629 = -412092.799424
  nChanged 15
		SP:Iteration 49Q (173583.910000 sec): 3 clusters
  Score: Raw -414808.002499 + Penalty 2710.570629 = -412097.431870
  nChanged 16
		SP:Iteration 50Q (173584.090000 sec): 3 clusters
  Score: Raw -414813.767494 + Penalty 2710.570629 = -412103.196865
  nChanged 20
		SP:Iteration 51Q (173584.260000 sec): 3 clusters
  Score: Raw -414821.094244 + Penalty 2710.570629 = -412110.523615
  nChanged 22
		SP:Iteration 52Q (173584.440000 sec): 3 clusters
  Score: Raw -414828.632574 + Penalty 2710.570629 = -412118.061945
  nChanged 25
		SP:Iteration 53Q (173584.610000 sec): 3 clusters
  Score: Raw -414835.645087 + Penalty 2710.570629 = -412125.074458
  nChanged 28
		SP:Iteration 54Q (173584.790000 sec): 3 clusters
  Score: Raw -414843.829917 + Penalty 2710.570629 = -412133.259288
  nChanged 26
		SP:Iteration 55Q (173584.960000 sec): 3 clusters
  Score: Raw -414851.714908 + Penalty 2710.570629 = -412141.144278
  nChanged 23
		SP:Iteration 56Q (173585.140000 sec): 3 clusters
  Score: Raw -414860.351512 + Penalty 2710.570629 = -412149.780883
  nChanged 22
		SP:Iteration 57Q (173585.310000 sec): 3 clusters
  Score: Raw -414866.327620 + Penalty 2710.570629 = -412155.756990
  nChanged 16
		SP:Iteration 58Q (173585.490000 sec): 3 clusters
  Score: Raw -414870.237097 + Penalty 2710.570629 = -412159.666467
  nChanged 12
		SP:Iteration 59Q (173585.670000 sec): 3 clusters
  Score: Raw -414873.308811 + Penalty 2710.570629 = -412162.738181
  nChanged 10
		SP:Iteration 60F (173585.840000 sec): 3 clusters
  Score: Raw -414876.120641 + Penalty 2710.570629 = -412165.550012
  nChanged 11
		SP:Iteration 61Q (173586.020000 sec): 3 clusters
  Score: Raw -414879.420510 + Penalty 2710.570629 = -412168.849881
  nChanged 12
		SP:Iteration 62Q (173586.190000 sec): 3 clusters
  Score: Raw -414882.521007 + Penalty 2710.570629 = -412171.950378
  nChanged 8
		SP:Iteration 63Q (173586.370000 sec): 3 clusters
  Score: Raw -414884.628873 + Penalty 2710.570629 = -412174.058243
  nChanged 10
		SP:Iteration 64Q (173586.550000 sec): 3 clusters
  Score: Raw -414887.255393 + Penalty 2710.570629 = -412176.684764
  nChanged 9
		SP:Iteration 65Q (173586.720000 sec): 3 clusters
  Score: Raw -414889.611896 + Penalty 2710.570629 = -412179.041266
  nChanged 12
		SP:Iteration 66Q (173586.900000 sec): 3 clusters
  Score: Raw -414893.136084 + Penalty 2710.570629 = -412182.565454
  nChanged 9
		SP:Iteration 67Q (173587.070000 sec): 3 clusters
  Score: Raw -414895.963035 + Penalty 2710.570629 = -412185.392405
  nChanged 5
		SP:Iteration 68Q (173587.250000 sec): 3 clusters
  Score: Raw -414896.682520 + Penalty 2710.570629 = -412186.111891
  nChanged 3
		SP:Iteration 69Q (173587.430000 sec): 3 clusters
  Score: Raw -414897.439037 + Penalty 2710.570629 = -412186.868408
  nChanged 7
		SP:Iteration 70Q (173587.600000 sec): 3 clusters
  Score: Raw -414899.207266 + Penalty 2710.570629 = -412188.636636
  nChanged 7
		SP:Iteration 71Q (173587.780000 sec): 3 clusters
  Score: Raw -414901.506972 + Penalty 2710.570629 = -412190.936343
  nChanged 7
		SP:Iteration 72Q (173587.950000 sec): 3 clusters
  Score: Raw -414903.337920 + Penalty 2710.570629 = -412192.767291
  nChanged 4
		SP:Iteration 73Q (173588.130000 sec): 3 clusters
  Score: Raw -414904.064596 + Penalty 2710.570629 = -412193.493967
  nChanged 2
		SP:Iteration 74Q (173588.310000 sec): 3 clusters
  Score: Raw -414904.730099 + Penalty 2710.570629 = -412194.159470
  nChanged 1
		SP:Iteration 75Q (173588.480000 sec): 3 clusters
  Score: Raw -414905.122160 + Penalty 2710.570629 = -412194.551531
  nChanged 1
		SP:Iteration 76Q (173588.660000 sec): 3 clusters
  Score: Raw -414905.500504 + Penalty 2710.570629 = -412194.929874
  nChanged 0
		SP:Iteration 77F (173588.830000 sec): 3 clusters
  Score: Raw -414905.500504 + Penalty 2710.570629 = -412194.929874
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (7749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173588.970000 sec): 2 clusters
  Score: Raw -711754.165631 + Penalty 1455.239351 = -710298.926280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173589.170000 sec): 3 clusters
  Score: Raw -707516.075624 + Penalty 2910.478702 = -704605.596922
  nChanged 3266
		SP:Iteration 1F (173589.370000 sec): 3 clusters
  Score: Raw -709565.110586 + Penalty 2910.478702 = -706654.631884
  nChanged 578
		SP:Iteration 2F (173589.580000 sec): 3 clusters
  Score: Raw -709925.916547 + Penalty 2910.478702 = -707015.437846
  nChanged 484
		SP:Iteration 3F (173589.780000 sec): 3 clusters
  Score: Raw -710211.090787 + Penalty 2910.478702 = -707300.612085
  nChanged 456
		SP:Iteration 4F (173589.970000 sec): 3 clusters
  Score: Raw -710423.696594 + Penalty 2910.478702 = -707513.217893
  nChanged 328
		SP:Iteration 5Q (173590.170000 sec): 3 clusters
  Score: Raw -710584.307234 + Penalty 2910.478702 = -707673.828533
  nChanged 278
		SP:Iteration 6Q (173590.370000 sec): 3 clusters
  Score: Raw -710698.107706 + Penalty 2910.478702 = -707787.629004
  nChanged 223
		SP:Iteration 7Q (173590.570000 sec): 3 clusters
  Score: Raw -710771.469989 + Penalty 2910.478702 = -707860.991287
  nChanged 169
		SP:Iteration 8Q (173590.770000 sec): 3 clusters
  Score: Raw -710826.092234 + Penalty 2910.478702 = -707915.613532
  nChanged 131
		SP:Iteration 9Q (173590.970000 sec): 3 clusters
  Score: Raw -710862.693997 + Penalty 2910.478702 = -707952.215295
  nChanged 102
		SP:Iteration 10Q (173591.170000 sec): 3 clusters
  Score: Raw -710885.687423 + Penalty 2910.478702 = -707975.208722
  nChanged 87
		SP:Iteration 11Q (173591.290000 sec): 3 clusters
  Score: Raw -710906.769982 + Penalty 2910.478702 = -707996.291281
  nChanged 81
		SP:Iteration 12Q (173591.420000 sec): 3 clusters
  Score: Raw -710924.144843 + Penalty 2910.478702 = -708013.666141
  nChanged 68
		SP:Iteration 13Q (173591.540000 sec): 3 clusters
  Score: Raw -710936.693383 + Penalty 2910.478702 = -708026.214681
  nChanged 57
		SP:Iteration 14Q (173591.660000 sec): 3 clusters
  Score: Raw -710946.721307 + Penalty 2910.478702 = -708036.242605
  nChanged 45
		SP:Iteration 15Q (173591.790000 sec): 3 clusters
  Score: Raw -710954.959778 + Penalty 2910.478702 = -708044.481076
  nChanged 34
		SP:Iteration 16Q (173591.910000 sec): 3 clusters
  Score: Raw -710961.368569 + Penalty 2910.478702 = -708050.889867
  nChanged 36
		SP:Iteration 17Q (173592.030000 sec): 3 clusters
  Score: Raw -710968.611049 + Penalty 2910.478702 = -708058.132347
  nChanged 46
		SP:Iteration 18Q (173592.150000 sec): 3 clusters
  Score: Raw -710976.814090 + Penalty 2910.478702 = -708066.335388
  nChanged 37
		SP:Iteration 19Q (173592.280000 sec): 3 clusters
  Score: Raw -710982.312384 + Penalty 2910.478702 = -708071.833683
  nChanged 31
		SP:Iteration 20F (173592.400000 sec): 3 clusters
  Score: Raw -710986.372601 + Penalty 2910.478702 = -708075.893899
  nChanged 22
		SP:Iteration 21Q (173592.520000 sec): 3 clusters
  Score: Raw -710990.313198 + Penalty 2910.478702 = -708079.834496
  nChanged 20
		SP:Iteration 22Q (173592.640000 sec): 3 clusters
  Score: Raw -710992.464021 + Penalty 2910.478702 = -708081.985320
  nChanged 15
		SP:Iteration 23Q (173592.850000 sec): 3 clusters
  Score: Raw -710995.033437 + Penalty 2910.478702 = -708084.554736
  nChanged 20
		SP:Iteration 24Q (173593.060000 sec): 3 clusters
  Score: Raw -710998.877001 + Penalty 2910.478702 = -708088.398300
  nChanged 23
		SP:Iteration 25Q (173593.260000 sec): 3 clusters
  Score: Raw -711002.294424 + Penalty 2910.478702 = -708091.815722
  nChanged 13
		SP:Iteration 26Q (173593.400000 sec): 3 clusters
  Score: Raw -711003.648178 + Penalty 2910.478702 = -708093.169476
  nChanged 14
		SP:Iteration 27Q (173593.620000 sec): 3 clusters
  Score: Raw -711006.354947 + Penalty 2910.478702 = -708095.876246
  nChanged 12
		SP:Iteration 28Q (173593.800000 sec): 3 clusters
  Score: Raw -711008.685434 + Penalty 2910.478702 = -708098.206732
  nChanged 20
		SP:Iteration 29Q (173593.930000 sec): 3 clusters
  Score: Raw -711011.282734 + Penalty 2910.478702 = -708100.804033
  nChanged 16
		SP:Iteration 30Q (173594.050000 sec): 3 clusters
  Score: Raw -711013.900663 + Penalty 2910.478702 = -708103.421962
  nChanged 16
		SP:Iteration 31Q (173594.170000 sec): 3 clusters
  Score: Raw -711016.455079 + Penalty 2910.478702 = -708105.976378
  nChanged 15
		SP:Iteration 32Q (173594.300000 sec): 3 clusters
  Score: Raw -711019.215402 + Penalty 2910.478702 = -708108.736701
  nChanged 27
		SP:Iteration 33Q (173594.420000 sec): 3 clusters
  Score: Raw -711023.722536 + Penalty 2910.478702 = -708113.243834
  nChanged 28
		SP:Iteration 34Q (173594.630000 sec): 3 clusters
  Score: Raw -711028.939119 + Penalty 2910.478702 = -708118.460417
  nChanged 26
		SP:Iteration 35Q (173594.830000 sec): 3 clusters
  Score: Raw -711033.132659 + Penalty 2910.478702 = -708122.653958
  nChanged 18
		SP:Iteration 36Q (173595.030000 sec): 3 clusters
  Score: Raw -711036.269748 + Penalty 2910.478702 = -708125.791046
  nChanged 20
		SP:Iteration 37Q (173595.230000 sec): 3 clusters
  Score: Raw -711038.180974 + Penalty 2910.478702 = -708127.702272
  nChanged 9
		SP:Iteration 38Q (173595.370000 sec): 3 clusters
  Score: Raw -711039.817957 + Penalty 2910.478702 = -708129.339255
  nChanged 14
		SP:Iteration 39Q (173595.490000 sec): 3 clusters
  Score: Raw -711041.623074 + Penalty 2910.478702 = -708131.144373
  nChanged 9
		SP:Iteration 40F (173595.610000 sec): 3 clusters
  Score: Raw -711042.652592 + Penalty 2910.478702 = -708132.173891
  nChanged 9
		SP:Iteration 41Q (173595.730000 sec): 3 clusters
  Score: Raw -711044.065470 + Penalty 2910.478702 = -708133.586768
  nChanged 15
		SP:Iteration 42Q (173595.850000 sec): 3 clusters
  Score: Raw -711046.021714 + Penalty 2910.478702 = -708135.543012
  nChanged 16
		SP:Iteration 43Q (173595.970000 sec): 3 clusters
  Score: Raw -711048.203348 + Penalty 2910.478702 = -708137.724647
  nChanged 12
		SP:Iteration 44Q (173596.090000 sec): 3 clusters
  Score: Raw -711049.589763 + Penalty 2910.478702 = -708139.111061
  nChanged 8
		SP:Iteration 45Q (173596.220000 sec): 3 clusters
  Score: Raw -711050.622440 + Penalty 2910.478702 = -708140.143739
  nChanged 4
		SP:Iteration 46Q (173596.340000 sec): 3 clusters
  Score: Raw -711051.193173 + Penalty 2910.478702 = -708140.714471
  nChanged 4
		SP:Iteration 47Q (173596.470000 sec): 3 clusters
  Score: Raw -711051.745610 + Penalty 2910.478702 = -708141.266909
  nChanged 5
		SP:Iteration 48Q (173596.670000 sec): 3 clusters
  Score: Raw -711052.230195 + Penalty 2910.478702 = -708141.751493
  nChanged 1
		SP:Iteration 49Q (173596.870000 sec): 3 clusters
  Score: Raw -711052.319492 + Penalty 2910.478702 = -708141.840790
  nChanged 0
		SP:Iteration 50F (173597.040000 sec): 3 clusters
  Score: Raw -711052.319492 + Penalty 2910.478702 = -708141.840790
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (7129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173597.170000 sec): 2 clusters
  Score: Raw -620344.769275 + Penalty 1441.688016 = -618903.081259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173597.370000 sec): 3 clusters
  Score: Raw -616497.153989 + Penalty 2883.376032 = -613613.777958
  nChanged 2978
		SP:Iteration 1F (173597.580000 sec): 3 clusters
  Score: Raw -618297.698327 + Penalty 2883.376032 = -615414.322295
  nChanged 569
		SP:Iteration 2F (173597.790000 sec): 3 clusters
  Score: Raw -618660.716287 + Penalty 2883.376032 = -615777.340255
  nChanged 481
		SP:Iteration 3F (173597.990000 sec): 3 clusters
  Score: Raw -618943.141453 + Penalty 2883.376032 = -616059.765421
  nChanged 380
		SP:Iteration 4F (173598.200000 sec): 3 clusters
  Score: Raw -619147.936237 + Penalty 2883.376032 = -616264.560206
  nChanged 322
		SP:Iteration 5Q (173598.410000 sec): 3 clusters
  Score: Raw -619332.990502 + Penalty 2883.376032 = -616449.614471
  nChanged 323
		SP:Iteration 6Q (173598.610000 sec): 3 clusters
  Score: Raw -619533.827129 + Penalty 2883.376032 = -616650.451097
  nChanged 272
		SP:Iteration 7Q (173598.740000 sec): 3 clusters
  Score: Raw -619710.792234 + Penalty 2883.376032 = -616827.416202
  nChanged 261
		SP:Iteration 8Q (173598.940000 sec): 3 clusters
  Score: Raw -619871.006165 + Penalty 2883.376032 = -616987.630133
  nChanged 234
		SP:Iteration 9Q (173599.140000 sec): 3 clusters
  Score: Raw -620000.683453 + Penalty 2883.376032 = -617117.307422
  nChanged 215
		SP:Iteration 10Q (173599.350000 sec): 3 clusters
  Score: Raw -620110.576859 + Penalty 2883.376032 = -617227.200827
  nChanged 179
		SP:Iteration 11Q (173599.550000 sec): 3 clusters
  Score: Raw -620193.896900 + Penalty 2883.376032 = -617310.520868
  nChanged 163
		SP:Iteration 12Q (173599.750000 sec): 3 clusters
  Score: Raw -620266.369381 + Penalty 2883.376032 = -617382.993350
  nChanged 138
		SP:Iteration 13Q (173599.960000 sec): 3 clusters
  Score: Raw -620334.221307 + Penalty 2883.376032 = -617450.845275
  nChanged 118
		SP:Iteration 14Q (173600.160000 sec): 3 clusters
  Score: Raw -620382.528897 + Penalty 2883.376032 = -617499.152865
  nChanged 109
		SP:Iteration 15Q (173600.270000 sec): 3 clusters
  Score: Raw -620426.222098 + Penalty 2883.376032 = -617542.846066
  nChanged 100
		SP:Iteration 16Q (173600.490000 sec): 3 clusters
  Score: Raw -620455.808604 + Penalty 2883.376032 = -617572.432572
  nChanged 78
		SP:Iteration 17Q (173600.690000 sec): 3 clusters
  Score: Raw -620482.188726 + Penalty 2883.376032 = -617598.812694
  nChanged 69
		SP:Iteration 18Q (173600.810000 sec): 3 clusters
  Score: Raw -620502.565611 + Penalty 2883.376032 = -617619.189580
  nChanged 56
		SP:Iteration 19Q (173600.920000 sec): 3 clusters
  Score: Raw -620519.472925 + Penalty 2883.376032 = -617636.096893
  nChanged 63
		SP:Iteration 20F (173601.130000 sec): 3 clusters
  Score: Raw -620538.403906 + Penalty 2883.376032 = -617655.027874
  nChanged 49
		SP:Iteration 21Q (173601.340000 sec): 3 clusters
  Score: Raw -620551.791154 + Penalty 2883.376032 = -617668.415123
  nChanged 44
		SP:Iteration 22Q (173601.530000 sec): 3 clusters
  Score: Raw -620562.932278 + Penalty 2883.376032 = -617679.556247
  nChanged 33
		SP:Iteration 23Q (173601.770000 sec): 3 clusters
  Score: Raw -620571.899345 + Penalty 2883.376032 = -617688.523313
  nChanged 30
		SP:Iteration 24Q (173601.980000 sec): 3 clusters
  Score: Raw -620579.173978 + Penalty 2883.376032 = -617695.797947
  nChanged 33
		SP:Iteration 25Q (173602.190000 sec): 3 clusters
  Score: Raw -620585.478265 + Penalty 2883.376032 = -617702.102233
  nChanged 22
		SP:Iteration 26Q (173602.390000 sec): 3 clusters
  Score: Raw -620590.408850 + Penalty 2883.376032 = -617707.032819
  nChanged 18
		SP:Iteration 27Q (173602.600000 sec): 3 clusters
  Score: Raw -620593.820578 + Penalty 2883.376032 = -617710.444546
  nChanged 12
		SP:Iteration 28Q (173602.800000 sec): 3 clusters
  Score: Raw -620596.567932 + Penalty 2883.376032 = -617713.191900
  nChanged 13
		SP:Iteration 29Q (173603.000000 sec): 3 clusters
  Score: Raw -620599.935369 + Penalty 2883.376032 = -617716.559338
  nChanged 15
		SP:Iteration 30Q (173603.200000 sec): 3 clusters
  Score: Raw -620602.851443 + Penalty 2883.376032 = -617719.475412
  nChanged 12
		SP:Iteration 31Q (173603.410000 sec): 3 clusters
  Score: Raw -620605.440057 + Penalty 2883.376032 = -617722.064025
  nChanged 11
		SP:Iteration 32Q (173603.610000 sec): 3 clusters
  Score: Raw -620607.426313 + Penalty 2883.376032 = -617724.050282
  nChanged 11
		SP:Iteration 33Q (173603.820000 sec): 3 clusters
  Score: Raw -620609.757710 + Penalty 2883.376032 = -617726.381678
  nChanged 12
		SP:Iteration 34Q (173604.020000 sec): 3 clusters
  Score: Raw -620611.840339 + Penalty 2883.376032 = -617728.464307
  nChanged 8
		SP:Iteration 35Q (173604.220000 sec): 3 clusters
  Score: Raw -620613.801067 + Penalty 2883.376032 = -617730.425035
  nChanged 9
		SP:Iteration 36Q (173604.430000 sec): 3 clusters
  Score: Raw -620615.034223 + Penalty 2883.376032 = -617731.658192
  nChanged 6
		SP:Iteration 37Q (173604.630000 sec): 3 clusters
  Score: Raw -620615.864477 + Penalty 2883.376032 = -617732.488446
  nChanged 5
		SP:Iteration 38Q (173604.840000 sec): 3 clusters
  Score: Raw -620617.017588 + Penalty 2883.376032 = -617733.641556
  nChanged 5
		SP:Iteration 39Q (173605.040000 sec): 3 clusters
  Score: Raw -620617.788721 + Penalty 2883.376032 = -617734.412689
  nChanged 7
		SP:Iteration 40F (173605.240000 sec): 3 clusters
  Score: Raw -620618.709366 + Penalty 2883.376032 = -617735.333335
  nChanged 6
		SP:Iteration 41Q (173605.450000 sec): 3 clusters
  Score: Raw -620619.532938 + Penalty 2883.376032 = -617736.156906
  nChanged 5
		SP:Iteration 42Q (173605.560000 sec): 3 clusters
  Score: Raw -620620.274248 + Penalty 2883.376032 = -617736.898216
  nChanged 5
		SP:Iteration 43Q (173605.670000 sec): 3 clusters
  Score: Raw -620621.127929 + Penalty 2883.376032 = -617737.751897
  nChanged 6
		SP:Iteration 44Q (173605.780000 sec): 3 clusters
  Score: Raw -620622.088533 + Penalty 2883.376032 = -617738.712501
  nChanged 4
		SP:Iteration 45Q (173605.890000 sec): 3 clusters
  Score: Raw -620622.465529 + Penalty 2883.376032 = -617739.089498
  nChanged 3
		SP:Iteration 46Q (173606.000000 sec): 3 clusters
  Score: Raw -620622.962712 + Penalty 2883.376032 = -617739.586680
  nChanged 1
		SP:Iteration 47Q (173606.210000 sec): 3 clusters
  Score: Raw -620623.221089 + Penalty 2883.376032 = -617739.845058
  nChanged 1
		SP:Iteration 48Q (173606.410000 sec): 3 clusters
  Score: Raw -620623.301004 + Penalty 2883.376032 = -617739.924972
  nChanged 0
		SP:Iteration 49F (173606.620000 sec): 3 clusters
  Score: Raw -620623.301004 + Penalty 2883.376032 = -617739.924972
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173606.720000 sec): 2 clusters
  Score: Raw -293214.814710 + Penalty 1320.415036 = -291894.399675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173606.900000 sec): 3 clusters
  Score: Raw -291547.602874 + Penalty 2640.830071 = -288906.772803
  nChanged 1323
		SP:Iteration 1F (173607.000000 sec): 3 clusters
  Score: Raw -292385.250745 + Penalty 2640.830071 = -289744.420673
  nChanged 315
		SP:Iteration 2F (173607.070000 sec): 3 clusters
  Score: Raw -292697.806182 + Penalty 2640.830071 = -290056.976111
  nChanged 261
		SP:Iteration 3F (173607.140000 sec): 3 clusters
  Score: Raw -292951.197404 + Penalty 2640.830071 = -290310.367333
  nChanged 231
		SP:Iteration 4F (173607.200000 sec): 3 clusters
  Score: Raw -293163.842669 + Penalty 2640.830071 = -290523.012598
  nChanged 195
		SP:Iteration 5F (173607.270000 sec): 3 clusters
  Score: Raw -293309.868498 + Penalty 2640.830071 = -290669.038427
  nChanged 137
		SP:Iteration 6Q (173607.340000 sec): 3 clusters
  Score: Raw -293406.531717 + Penalty 2640.830071 = -290765.701646
  nChanged 101
		SP:Iteration 7Q (173607.410000 sec): 3 clusters
  Score: Raw -293463.171852 + Penalty 2640.830071 = -290822.341781
  nChanged 69
		SP:Iteration 8Q (173607.480000 sec): 3 clusters
  Score: Raw -293500.541217 + Penalty 2640.830071 = -290859.711146
  nChanged 53
		SP:Iteration 9Q (173607.540000 sec): 3 clusters
  Score: Raw -293530.295966 + Penalty 2640.830071 = -290889.465895
  nChanged 41
		SP:Iteration 10Q (173607.610000 sec): 3 clusters
  Score: Raw -293551.197787 + Penalty 2640.830071 = -290910.367716
  nChanged 31
		SP:Iteration 11Q (173607.680000 sec): 3 clusters
  Score: Raw -293565.292617 + Penalty 2640.830071 = -290924.462546
  nChanged 24
		SP:Iteration 12Q (173607.740000 sec): 3 clusters
  Score: Raw -293574.714229 + Penalty 2640.830071 = -290933.884158
  nChanged 15
		SP:Iteration 13Q (173607.810000 sec): 3 clusters
  Score: Raw -293581.369153 + Penalty 2640.830071 = -290940.539082
  nChanged 9
		SP:Iteration 14Q (173607.880000 sec): 3 clusters
  Score: Raw -293585.017010 + Penalty 2640.830071 = -290944.186939
  nChanged 9
		SP:Iteration 15Q (173607.950000 sec): 3 clusters
  Score: Raw -293588.808947 + Penalty 2640.830071 = -290947.978875
  nChanged 7
		SP:Iteration 16Q (173608.010000 sec): 3 clusters
  Score: Raw -293590.305336 + Penalty 2640.830071 = -290949.475265
  nChanged 5
		SP:Iteration 17Q (173608.080000 sec): 3 clusters
  Score: Raw -293592.396522 + Penalty 2640.830071 = -290951.566450
  nChanged 4
		SP:Iteration 18Q (173608.150000 sec): 3 clusters
  Score: Raw -293594.316888 + Penalty 2640.830071 = -290953.486817
  nChanged 6
		SP:Iteration 19Q (173608.220000 sec): 3 clusters
  Score: Raw -293596.384822 + Penalty 2640.830071 = -290955.554750
  nChanged 5
		SP:Iteration 20F (173608.290000 sec): 3 clusters
  Score: Raw -293598.166828 + Penalty 2640.830071 = -290957.336757
  nChanged 4
		SP:Iteration 21Q (173608.350000 sec): 3 clusters
  Score: Raw -293599.698413 + Penalty 2640.830071 = -290958.868342
  nChanged 4
		SP:Iteration 22Q (173608.420000 sec): 3 clusters
  Score: Raw -293602.405983 + Penalty 2640.830071 = -290961.575911
  nChanged 3
		SP:Iteration 23Q (173608.490000 sec): 3 clusters
  Score: Raw -293603.928212 + Penalty 2640.830071 = -290963.098141
  nChanged 3
		SP:Iteration 24Q (173608.560000 sec): 3 clusters
  Score: Raw -293604.649488 + Penalty 2640.830071 = -290963.819416
  nChanged 3
		SP:Iteration 25Q (173608.620000 sec): 3 clusters
  Score: Raw -293605.848055 + Penalty 2640.830071 = -290965.017984
  nChanged 4
		SP:Iteration 26Q (173608.690000 sec): 3 clusters
  Score: Raw -293606.831252 + Penalty 2640.830071 = -290966.001181
  nChanged 1
		SP:Iteration 27Q (173608.860000 sec): 3 clusters
  Score: Raw -293607.057970 + Penalty 2640.830071 = -290966.227898
  nChanged 2
		SP:Iteration 28Q (173609.040000 sec): 3 clusters
  Score: Raw -293607.437289 + Penalty 2640.830071 = -290966.607217
  nChanged 1
		SP:Iteration 29Q (173609.210000 sec): 3 clusters
  Score: Raw -293607.489310 + Penalty 2640.830071 = -290966.659239
  nChanged 0
		SP:Iteration 30F (173609.390000 sec): 3 clusters
  Score: Raw -293607.489310 + Penalty 2640.830071 = -290966.659239
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (3126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173609.460000 sec): 2 clusters
  Score: Raw -223954.713620 + Penalty 1307.720296 = -222646.993324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173609.640000 sec): 3 clusters
  Score: Raw -222503.993855 + Penalty 2615.440591 = -219888.553264
  nChanged 1217
		SP:Iteration 1F (173609.810000 sec): 3 clusters
  Score: Raw -223384.510828 + Penalty 2615.440591 = -220769.070237
  nChanged 317
		SP:Iteration 2F (173609.990000 sec): 3 clusters
  Score: Raw -223642.568842 + Penalty 2615.440591 = -221027.128251
  nChanged 196
		SP:Iteration 3F (173610.160000 sec): 3 clusters
  Score: Raw -223791.716482 + Penalty 2615.440591 = -221176.275891
  nChanged 123
		SP:Iteration 4Q (173610.340000 sec): 3 clusters
  Score: Raw -223873.111131 + Penalty 2615.440591 = -221257.670540
  nChanged 89
		SP:Iteration 5Q (173610.510000 sec): 3 clusters
  Score: Raw -223925.976460 + Penalty 2615.440591 = -221310.535869
  nChanged 74
		SP:Iteration 6Q (173610.690000 sec): 3 clusters
  Score: Raw -223970.282831 + Penalty 2615.440591 = -221354.842240
  nChanged 72
		SP:Iteration 7Q (173610.870000 sec): 3 clusters
  Score: Raw -224008.157758 + Penalty 2615.440591 = -221392.717167
  nChanged 60
		SP:Iteration 8Q (173611.040000 sec): 3 clusters
  Score: Raw -224044.496741 + Penalty 2615.440591 = -221429.056149
  nChanged 57
		SP:Iteration 9Q (173611.220000 sec): 3 clusters
  Score: Raw -224088.084969 + Penalty 2615.440591 = -221472.644378
  nChanged 64
		SP:Iteration 10Q (173611.390000 sec): 3 clusters
  Score: Raw -224125.065358 + Penalty 2615.440591 = -221509.624767
  nChanged 47
		SP:Iteration 11Q (173611.570000 sec): 3 clusters
  Score: Raw -224154.634415 + Penalty 2615.440591 = -221539.193824
  nChanged 43
		SP:Iteration 12Q (173611.750000 sec): 3 clusters
  Score: Raw -224173.932018 + Penalty 2615.440591 = -221558.491427
  nChanged 29
		SP:Iteration 13Q (173611.920000 sec): 3 clusters
  Score: Raw -224185.663998 + Penalty 2615.440591 = -221570.223407
  nChanged 32
		SP:Iteration 14Q (173612.100000 sec): 3 clusters
  Score: Raw -224200.093403 + Penalty 2615.440591 = -221584.652812
  nChanged 35
		SP:Iteration 15Q (173612.270000 sec): 3 clusters
  Score: Raw -224219.144559 + Penalty 2615.440591 = -221603.703968
  nChanged 36
		SP:Iteration 16Q (173612.450000 sec): 3 clusters
  Score: Raw -224238.486306 + Penalty 2615.440591 = -221623.045715
  nChanged 30
		SP:Iteration 17Q (173612.630000 sec): 3 clusters
  Score: Raw -224252.464005 + Penalty 2615.440591 = -221637.023414
  nChanged 32
		SP:Iteration 18Q (173612.690000 sec): 3 clusters
  Score: Raw -224273.465346 + Penalty 2615.440591 = -221658.024755
  nChanged 24
		SP:Iteration 19Q (173612.750000 sec): 3 clusters
  Score: Raw -224291.361804 + Penalty 2615.440591 = -221675.921212
  nChanged 32
		SP:Iteration 20F (173612.810000 sec): 3 clusters
  Score: Raw -224325.385349 + Penalty 2615.440591 = -221709.944758
  nChanged 44
		SP:Iteration 21Q (173612.960000 sec): 3 clusters
  Score: Raw -224370.557402 + Penalty 2615.440591 = -221755.116810
  nChanged 58
		SP:Iteration 22Q (173613.020000 sec): 3 clusters
  Score: Raw -224434.877008 + Penalty 2615.440591 = -221819.436417
  nChanged 75
		SP:Iteration 23Q (173613.080000 sec): 3 clusters
  Score: Raw -224514.511725 + Penalty 2615.440591 = -221899.071134
  nChanged 55
		SP:Iteration 24Q (173613.140000 sec): 3 clusters
  Score: Raw -224559.449607 + Penalty 2615.440591 = -221944.009016
  nChanged 56
		SP:Iteration 25Q (173613.200000 sec): 3 clusters
  Score: Raw -224592.286031 + Penalty 2615.440591 = -221976.845440
  nChanged 32
		SP:Iteration 26Q (173613.260000 sec): 3 clusters
  Score: Raw -224611.146603 + Penalty 2615.440591 = -221995.706012
  nChanged 33
		SP:Iteration 27Q (173613.330000 sec): 3 clusters
  Score: Raw -224628.849963 + Penalty 2615.440591 = -222013.409371
  nChanged 33
		SP:Iteration 28Q (173613.390000 sec): 3 clusters
  Score: Raw -224648.354066 + Penalty 2615.440591 = -222032.913475
  nChanged 42
		SP:Iteration 29Q (173613.450000 sec): 3 clusters
  Score: Raw -224680.481795 + Penalty 2615.440591 = -222065.041204
  nChanged 40
		SP:Iteration 30Q (173613.510000 sec): 3 clusters
  Score: Raw -224715.362408 + Penalty 2615.440591 = -222099.921817
  nChanged 48
		SP:Iteration 31Q (173613.570000 sec): 3 clusters
  Score: Raw -224745.217894 + Penalty 2615.440591 = -222129.777303
  nChanged 47
		SP:Iteration 32Q (173613.630000 sec): 3 clusters
  Score: Raw -224771.245728 + Penalty 2615.440591 = -222155.805137
  nChanged 40
		SP:Iteration 33Q (173613.690000 sec): 3 clusters
  Score: Raw -224797.972674 + Penalty 2615.440591 = -222182.532083
  nChanged 37
		SP:Iteration 34Q (173613.750000 sec): 3 clusters
  Score: Raw -224820.962220 + Penalty 2615.440591 = -222205.521629
  nChanged 34
		SP:Iteration 35Q (173613.810000 sec): 3 clusters
  Score: Raw -224843.556201 + Penalty 2615.440591 = -222228.115610
  nChanged 35
		SP:Iteration 36Q (173613.870000 sec): 3 clusters
  Score: Raw -224863.960183 + Penalty 2615.440591 = -222248.519592
  nChanged 27
		SP:Iteration 37Q (173613.930000 sec): 3 clusters
  Score: Raw -224880.279754 + Penalty 2615.440591 = -222264.839163
  nChanged 26
		SP:Iteration 38Q (173614.000000 sec): 3 clusters
  Score: Raw -224895.862249 + Penalty 2615.440591 = -222280.421658
  nChanged 29
		SP:Iteration 39Q (173614.060000 sec): 3 clusters
  Score: Raw -224911.340062 + Penalty 2615.440591 = -222295.899471
  nChanged 19
		SP:Iteration 40F (173614.120000 sec): 3 clusters
  Score: Raw -224918.576320 + Penalty 2615.440591 = -222303.135728
  nChanged 17
		SP:Iteration 41Q (173614.180000 sec): 3 clusters
  Score: Raw -224925.916067 + Penalty 2615.440591 = -222310.475476
  nChanged 12
		SP:Iteration 42Q (173614.240000 sec): 3 clusters
  Score: Raw -224932.084026 + Penalty 2615.440591 = -222316.643435
  nChanged 10
		SP:Iteration 43Q (173614.300000 sec): 3 clusters
  Score: Raw -224936.550153 + Penalty 2615.440591 = -222321.109562
  nChanged 14
		SP:Iteration 44Q (173614.360000 sec): 3 clusters
  Score: Raw -224942.650437 + Penalty 2615.440591 = -222327.209846
  nChanged 7
		SP:Iteration 45Q (173614.430000 sec): 3 clusters
  Score: Raw -224944.287808 + Penalty 2615.440591 = -222328.847217
  nChanged 1
		SP:Iteration 46Q (173614.600000 sec): 3 clusters
  Score: Raw -224944.369890 + Penalty 2615.440591 = -222328.929299
  nChanged 0
		SP:Iteration 47F (173614.770000 sec): 3 clusters
  Score: Raw -224944.369890 + Penalty 2615.440591 = -222328.929299
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (4455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173614.870000 sec): 2 clusters
  Score: Raw -307194.750240 + Penalty 1365.289630 = -305829.460609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173615.050000 sec): 3 clusters
  Score: Raw -304948.838427 + Penalty 2730.579260 = -302218.259166
  nChanged 1764
		SP:Iteration 1F (173615.130000 sec): 3 clusters
  Score: Raw -306157.009375 + Penalty 2730.579260 = -303426.430114
  nChanged 444
		SP:Iteration 2F (173615.210000 sec): 3 clusters
  Score: Raw -306567.220391 + Penalty 2730.579260 = -303836.641130
  nChanged 365
		SP:Iteration 3F (173615.300000 sec): 3 clusters
  Score: Raw -306888.589248 + Penalty 2730.579260 = -304158.009987
  nChanged 275
		SP:Iteration 4F (173615.390000 sec): 3 clusters
  Score: Raw -307137.123964 + Penalty 2730.579260 = -304406.544703
  nChanged 239
		SP:Iteration 5F (173615.470000 sec): 3 clusters
  Score: Raw -307351.193538 + Penalty 2730.579260 = -304620.614277
  nChanged 191
		SP:Iteration 6Q (173615.560000 sec): 3 clusters
  Score: Raw -307514.275141 + Penalty 2730.579260 = -304783.695880
  nChanged 156
		SP:Iteration 7Q (173615.650000 sec): 3 clusters
  Score: Raw -307627.580058 + Penalty 2730.579260 = -304897.000798
  nChanged 122
		SP:Iteration 8Q (173615.730000 sec): 3 clusters
  Score: Raw -307708.224200 + Penalty 2730.579260 = -304977.644939
  nChanged 90
		SP:Iteration 9Q (173615.810000 sec): 3 clusters
  Score: Raw -307752.879839 + Penalty 2730.579260 = -305022.300579
  nChanged 64
		SP:Iteration 10Q (173615.900000 sec): 3 clusters
  Score: Raw -307784.708305 + Penalty 2730.579260 = -305054.129045
  nChanged 58
		SP:Iteration 11Q (173615.990000 sec): 3 clusters
  Score: Raw -307809.477305 + Penalty 2730.579260 = -305078.898044
  nChanged 49
		SP:Iteration 12Q (173616.070000 sec): 3 clusters
  Score: Raw -307831.371502 + Penalty 2730.579260 = -305100.792241
  nChanged 45
		SP:Iteration 13Q (173616.150000 sec): 3 clusters
  Score: Raw -307845.977280 + Penalty 2730.579260 = -305115.398019
  nChanged 22
		SP:Iteration 14Q (173616.240000 sec): 3 clusters
  Score: Raw -307852.802657 + Penalty 2730.579260 = -305122.223396
  nChanged 14
		SP:Iteration 15Q (173616.330000 sec): 3 clusters
  Score: Raw -307857.696029 + Penalty 2730.579260 = -305127.116769
  nChanged 15
		SP:Iteration 16Q (173616.410000 sec): 3 clusters
  Score: Raw -307862.625086 + Penalty 2730.579260 = -305132.045825
  nChanged 14
		SP:Iteration 17Q (173616.490000 sec): 3 clusters
  Score: Raw -307867.899879 + Penalty 2730.579260 = -305137.320619
  nChanged 11
		SP:Iteration 18Q (173616.580000 sec): 3 clusters
  Score: Raw -307869.997556 + Penalty 2730.579260 = -305139.418296
  nChanged 8
		SP:Iteration 19Q (173616.670000 sec): 3 clusters
  Score: Raw -307871.764785 + Penalty 2730.579260 = -305141.185525
  nChanged 6
		SP:Iteration 20F (173616.750000 sec): 3 clusters
  Score: Raw -307873.678092 + Penalty 2730.579260 = -305143.098831
  nChanged 9
		SP:Iteration 21Q (173616.840000 sec): 3 clusters
  Score: Raw -307876.693924 + Penalty 2730.579260 = -305146.114663
  nChanged 11
		SP:Iteration 22Q (173616.920000 sec): 3 clusters
  Score: Raw -307878.941666 + Penalty 2730.579260 = -305148.362405
  nChanged 11
		SP:Iteration 23Q (173617.010000 sec): 3 clusters
  Score: Raw -307881.404833 + Penalty 2730.579260 = -305150.825572
  nChanged 9
		SP:Iteration 24Q (173617.090000 sec): 3 clusters
  Score: Raw -307883.384413 + Penalty 2730.579260 = -305152.805152
  nChanged 7
		SP:Iteration 25Q (173617.210000 sec): 3 clusters
  Score: Raw -307885.271754 + Penalty 2730.579260 = -305154.692494
  nChanged 6
		SP:Iteration 26Q (173617.300000 sec): 3 clusters
  Score: Raw -307887.107247 + Penalty 2730.579260 = -305156.527987
  nChanged 5
		SP:Iteration 27Q (173617.380000 sec): 3 clusters
  Score: Raw -307887.834166 + Penalty 2730.579260 = -305157.254906
  nChanged 4
		SP:Iteration 28Q (173617.470000 sec): 3 clusters
  Score: Raw -307888.980023 + Penalty 2730.579260 = -305158.400763
  nChanged 9
		SP:Iteration 29Q (173617.550000 sec): 3 clusters
  Score: Raw -307891.690145 + Penalty 2730.579260 = -305161.110885
  nChanged 9
		SP:Iteration 30Q (173617.640000 sec): 3 clusters
  Score: Raw -307894.957868 + Penalty 2730.579260 = -305164.378608
  nChanged 11
		SP:Iteration 31Q (173617.720000 sec): 3 clusters
  Score: Raw -307898.580726 + Penalty 2730.579260 = -305168.001466
  nChanged 7
		SP:Iteration 32Q (173617.810000 sec): 3 clusters
  Score: Raw -307900.422549 + Penalty 2730.579260 = -305169.843289
  nChanged 6
		SP:Iteration 33Q (173617.890000 sec): 3 clusters
  Score: Raw -307902.977018 + Penalty 2730.579260 = -305172.397757
  nChanged 8
		SP:Iteration 34Q (173617.980000 sec): 3 clusters
  Score: Raw -307905.551577 + Penalty 2730.579260 = -305174.972316
  nChanged 6
		SP:Iteration 35Q (173618.060000 sec): 3 clusters
  Score: Raw -307907.346508 + Penalty 2730.579260 = -305176.767247
  nChanged 7
		SP:Iteration 36Q (173618.150000 sec): 3 clusters
  Score: Raw -307909.029221 + Penalty 2730.579260 = -305178.449961
  nChanged 7
		SP:Iteration 37Q (173618.230000 sec): 3 clusters
  Score: Raw -307911.127819 + Penalty 2730.579260 = -305180.548559
  nChanged 5
		SP:Iteration 38Q (173618.320000 sec): 3 clusters
  Score: Raw -307912.478759 + Penalty 2730.579260 = -305181.899499
  nChanged 4
		SP:Iteration 39Q (173618.400000 sec): 3 clusters
  Score: Raw -307913.305414 + Penalty 2730.579260 = -305182.726153
  nChanged 1
		SP:Iteration 40F (173618.490000 sec): 3 clusters
  Score: Raw -307913.398961 + Penalty 2730.579260 = -305182.819701
  nChanged 1
		SP:Iteration 41Q (173618.670000 sec): 3 clusters
  Score: Raw -307914.171566 + Penalty 2730.579260 = -305183.592305
  nChanged 3
		SP:Iteration 42Q (173618.850000 sec): 3 clusters
  Score: Raw -307914.725858 + Penalty 2730.579260 = -305184.146598
  nChanged 1
		SP:Iteration 43Q (173619.020000 sec): 3 clusters
  Score: Raw -307914.798439 + Penalty 2730.579260 = -305184.219178
  nChanged 1
		SP:Iteration 44Q (173619.200000 sec): 3 clusters
  Score: Raw -307915.024742 + Penalty 2730.579260 = -305184.445482
  nChanged 2
		SP:Iteration 45Q (173619.370000 sec): 3 clusters
  Score: Raw -307915.655526 + Penalty 2730.579260 = -305185.076265
  nChanged 2
		SP:Iteration 46Q (173619.550000 sec): 3 clusters
  Score: Raw -307916.420656 + Penalty 2730.579260 = -305185.841395
  nChanged 2
		SP:Iteration 47Q (173619.730000 sec): 3 clusters
  Score: Raw -307916.740554 + Penalty 2730.579260 = -305186.161293
  nChanged 1
		SP:Iteration 48Q (173619.810000 sec): 3 clusters
  Score: Raw -307916.852309 + Penalty 2730.579260 = -305186.273048
  nChanged 1
		SP:Iteration 49Q (173619.890000 sec): 3 clusters
  Score: Raw -307917.444186 + Penalty 2730.579260 = -305186.864925
  nChanged 2
		SP:Iteration 50Q (173620.080000 sec): 3 clusters
  Score: Raw -307917.825596 + Penalty 2730.579260 = -305187.246336
  nChanged 1
		SP:Iteration 51Q (173620.260000 sec): 3 clusters
  Score: Raw -307918.056771 + Penalty 2730.579260 = -305187.477511
  nChanged 1
		SP:Iteration 52Q (173620.430000 sec): 3 clusters
  Score: Raw -307918.206011 + Penalty 2730.579260 = -305187.626750
  nChanged 0
		SP:Iteration 53F (173620.520000 sec): 3 clusters
  Score: Raw -307918.206011 + Penalty 2730.579260 = -305187.626750
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (1995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173620.580000 sec): 2 clusters
  Score: Raw -185780.586420 + Penalty 1234.739891 = -184545.846529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173620.620000 sec): 3 clusters
  Score: Raw -184948.800713 + Penalty 2469.479782 = -182479.320931
  nChanged 704
		SP:Iteration 1F (173620.650000 sec): 3 clusters
  Score: Raw -185407.059828 + Penalty 2469.479782 = -182937.580046
  nChanged 154
		SP:Iteration 2F (173620.700000 sec): 3 clusters
  Score: Raw -185529.372426 + Penalty 2469.479782 = -183059.892644
  nChanged 103
		SP:Iteration 3F (173620.740000 sec): 3 clusters
  Score: Raw -185613.008641 + Penalty 2469.479782 = -183143.528858
  nChanged 87
		SP:Iteration 4Q (173620.780000 sec): 3 clusters
  Score: Raw -185686.252497 + Penalty 2469.479782 = -183216.772715
  nChanged 69
		SP:Iteration 5Q (173620.820000 sec): 3 clusters
  Score: Raw -185735.295443 + Penalty 2469.479782 = -183265.815661
  nChanged 55
		SP:Iteration 6Q (173620.860000 sec): 3 clusters
  Score: Raw -185784.202739 + Penalty 2469.479782 = -183314.722957
  nChanged 49
		SP:Iteration 7Q (173620.900000 sec): 3 clusters
  Score: Raw -185835.450075 + Penalty 2469.479782 = -183365.970293
  nChanged 63
		SP:Iteration 8Q (173620.940000 sec): 3 clusters
  Score: Raw -185893.537280 + Penalty 2469.479782 = -183424.057498
  nChanged 63
		SP:Iteration 9Q (173620.980000 sec): 3 clusters
  Score: Raw -185954.745102 + Penalty 2469.479782 = -183485.265320
  nChanged 57
		SP:Iteration 10Q (173621.020000 sec): 3 clusters
  Score: Raw -186020.696298 + Penalty 2469.479782 = -183551.216516
  nChanged 72
		SP:Iteration 11Q (173621.060000 sec): 3 clusters
  Score: Raw -186121.404734 + Penalty 2469.479782 = -183651.924952
  nChanged 78
		SP:Iteration 12Q (173621.100000 sec): 3 clusters
  Score: Raw -186208.763024 + Penalty 2469.479782 = -183739.283242
  nChanged 68
		SP:Iteration 13Q (173621.140000 sec): 3 clusters
  Score: Raw -186305.345573 + Penalty 2469.479782 = -183835.865791
  nChanged 70
		SP:Iteration 14Q (173621.180000 sec): 3 clusters
  Score: Raw -186411.477836 + Penalty 2469.479782 = -183941.998054
  nChanged 77
		SP:Iteration 15Q (173621.220000 sec): 3 clusters
  Score: Raw -186533.979088 + Penalty 2469.479782 = -184064.499306
  nChanged 63
		SP:Iteration 16Q (173621.260000 sec): 3 clusters
  Score: Raw -186666.068649 + Penalty 2469.479782 = -184196.588867
  nChanged 63
		SP:Iteration 17Q (173621.300000 sec): 3 clusters
  Score: Raw -186800.614555 + Penalty 2469.479782 = -184331.134773
  nChanged 55
		SP:Iteration 18Q (173621.340000 sec): 3 clusters
  Score: Raw -186894.920042 + Penalty 2469.479782 = -184425.440260
  nChanged 32
		SP:Iteration 19Q (173621.380000 sec): 3 clusters
  Score: Raw -186951.737265 + Penalty 2469.479782 = -184482.257483
  nChanged 17
		SP:Iteration 20F (173621.420000 sec): 3 clusters
  Score: Raw -186976.954584 + Penalty 2469.479782 = -184507.474802
  nChanged 11
		SP:Iteration 21Q (173621.470000 sec): 3 clusters
  Score: Raw -186988.411803 + Penalty 2469.479782 = -184518.932021
  nChanged 8
		SP:Iteration 22Q (173621.510000 sec): 3 clusters
  Score: Raw -186996.005145 + Penalty 2469.479782 = -184526.525362
  nChanged 6
		SP:Iteration 23Q (173621.550000 sec): 3 clusters
  Score: Raw -186999.770324 + Penalty 2469.479782 = -184530.290542
  nChanged 1
		SP:Iteration 24Q (173621.590000 sec): 3 clusters
  Score: Raw -187000.175244 + Penalty 2469.479782 = -184530.695462
  nChanged 1
		SP:Iteration 25Q (173621.630000 sec): 3 clusters
  Score: Raw -187000.795120 + Penalty 2469.479782 = -184531.315338
  nChanged 0
		SP:Iteration 26F (173621.670000 sec): 3 clusters
  Score: Raw -187000.795120 + Penalty 2469.479782 = -184531.315338
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (6238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173621.750000 sec): 2 clusters
  Score: Raw -568096.974425 + Penalty 1419.992421 = -566676.982005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173621.970000 sec): 3 clusters
  Score: Raw -564741.604530 + Penalty 2839.984842 = -561901.619689
  nChanged 2598
		SP:Iteration 1F (173622.140000 sec): 3 clusters
  Score: Raw -566216.756098 + Penalty 2839.984842 = -563376.771257
  nChanged 483
		SP:Iteration 2F (173622.310000 sec): 3 clusters
  Score: Raw -566528.585007 + Penalty 2839.984842 = -563688.600165
  nChanged 401
		SP:Iteration 3F (173622.520000 sec): 3 clusters
  Score: Raw -566753.863192 + Penalty 2839.984842 = -563913.878350
  nChanged 319
		SP:Iteration 4F (173622.730000 sec): 3 clusters
  Score: Raw -566937.747700 + Penalty 2839.984842 = -564097.762859
  nChanged 288
		SP:Iteration 5Q (173622.940000 sec): 3 clusters
  Score: Raw -567066.135489 + Penalty 2839.984842 = -564226.150647
  nChanged 230
		SP:Iteration 6Q (173623.050000 sec): 3 clusters
  Score: Raw -567173.909915 + Penalty 2839.984842 = -564333.925074
  nChanged 186
		SP:Iteration 7Q (173623.230000 sec): 3 clusters
  Score: Raw -567246.663254 + Penalty 2839.984842 = -564406.678412
  nChanged 158
		SP:Iteration 8Q (173623.470000 sec): 3 clusters
  Score: Raw -567302.532794 + Penalty 2839.984842 = -564462.547953
  nChanged 113
		SP:Iteration 9Q (173623.710000 sec): 3 clusters
  Score: Raw -567339.714148 + Penalty 2839.984842 = -564499.729306
  nChanged 102
		SP:Iteration 10Q (173623.850000 sec): 3 clusters
  Score: Raw -567371.945757 + Penalty 2839.984842 = -564531.960915
  nChanged 87
		SP:Iteration 11Q (173624.040000 sec): 3 clusters
  Score: Raw -567395.653542 + Penalty 2839.984842 = -564555.668700
  nChanged 73
		SP:Iteration 12Q (173624.250000 sec): 3 clusters
  Score: Raw -567416.338638 + Penalty 2839.984842 = -564576.353797
  nChanged 71
		SP:Iteration 13Q (173624.460000 sec): 3 clusters
  Score: Raw -567444.327536 + Penalty 2839.984842 = -564604.342694
  nChanged 74
		SP:Iteration 14Q (173624.670000 sec): 3 clusters
  Score: Raw -567470.393748 + Penalty 2839.984842 = -564630.408907
  nChanged 82
		SP:Iteration 15Q (173624.880000 sec): 3 clusters
  Score: Raw -567497.173480 + Penalty 2839.984842 = -564657.188638
  nChanged 73
		SP:Iteration 16Q (173625.090000 sec): 3 clusters
  Score: Raw -567525.324424 + Penalty 2839.984842 = -564685.339582
  nChanged 76
		SP:Iteration 17Q (173625.300000 sec): 3 clusters
  Score: Raw -567559.849568 + Penalty 2839.984842 = -564719.864727
  nChanged 79
		SP:Iteration 18Q (173625.510000 sec): 3 clusters
  Score: Raw -567593.116283 + Penalty 2839.984842 = -564753.131441
  nChanged 74
		SP:Iteration 19Q (173625.720000 sec): 3 clusters
  Score: Raw -567624.326074 + Penalty 2839.984842 = -564784.341233
  nChanged 91
		SP:Iteration 20F (173625.940000 sec): 3 clusters
  Score: Raw -567667.771136 + Penalty 2839.984842 = -564827.786294
  nChanged 94
		SP:Iteration 21Q (173626.140000 sec): 3 clusters
  Score: Raw -567718.013744 + Penalty 2839.984842 = -564878.028902
  nChanged 94
		SP:Iteration 22Q (173626.350000 sec): 3 clusters
  Score: Raw -567765.714521 + Penalty 2839.984842 = -564925.729679
  nChanged 99
		SP:Iteration 23Q (173626.560000 sec): 3 clusters
  Score: Raw -567816.989985 + Penalty 2839.984842 = -564977.005143
  nChanged 105
		SP:Iteration 24Q (173626.770000 sec): 3 clusters
  Score: Raw -567870.539872 + Penalty 2839.984842 = -565030.555031
  nChanged 91
		SP:Iteration 25Q (173626.940000 sec): 3 clusters
  Score: Raw -567923.805784 + Penalty 2839.984842 = -565083.820943
  nChanged 94
		SP:Iteration 26Q (173627.100000 sec): 3 clusters
  Score: Raw -567983.991633 + Penalty 2839.984842 = -565144.006791
  nChanged 102
		SP:Iteration 27Q (173627.270000 sec): 3 clusters
  Score: Raw -568041.816920 + Penalty 2839.984842 = -565201.832079
  nChanged 76
		SP:Iteration 28Q (173627.440000 sec): 3 clusters
  Score: Raw -568089.405950 + Penalty 2839.984842 = -565249.421108
  nChanged 74
		SP:Iteration 29Q (173627.600000 sec): 3 clusters
  Score: Raw -568132.892002 + Penalty 2839.984842 = -565292.907160
  nChanged 64
		SP:Iteration 30Q (173627.770000 sec): 3 clusters
  Score: Raw -568165.900630 + Penalty 2839.984842 = -565325.915788
  nChanged 48
		SP:Iteration 31Q (173627.940000 sec): 3 clusters
  Score: Raw -568189.586001 + Penalty 2839.984842 = -565349.601159
  nChanged 44
		SP:Iteration 32Q (173628.100000 sec): 3 clusters
  Score: Raw -568215.669087 + Penalty 2839.984842 = -565375.684245
  nChanged 44
		SP:Iteration 33Q (173628.310000 sec): 3 clusters
  Score: Raw -568236.919109 + Penalty 2839.984842 = -565396.934267
  nChanged 33
		SP:Iteration 34Q (173628.480000 sec): 3 clusters
  Score: Raw -568252.126865 + Penalty 2839.984842 = -565412.142023
  nChanged 24
		SP:Iteration 35Q (173628.640000 sec): 3 clusters
  Score: Raw -568265.735635 + Penalty 2839.984842 = -565425.750793
  nChanged 24
		SP:Iteration 36Q (173628.810000 sec): 3 clusters
  Score: Raw -568278.904647 + Penalty 2839.984842 = -565438.919806
  nChanged 22
		SP:Iteration 37Q (173628.980000 sec): 3 clusters
  Score: Raw -568296.556470 + Penalty 2839.984842 = -565456.571628
  nChanged 21
		SP:Iteration 38Q (173629.140000 sec): 3 clusters
  Score: Raw -568308.760783 + Penalty 2839.984842 = -565468.775942
  nChanged 24
		SP:Iteration 39Q (173629.310000 sec): 3 clusters
  Score: Raw -568321.325733 + Penalty 2839.984842 = -565481.340891
  nChanged 15
		SP:Iteration 40F (173629.520000 sec): 3 clusters
  Score: Raw -568327.844585 + Penalty 2839.984842 = -565487.859743
  nChanged 10
		SP:Iteration 41Q (173629.690000 sec): 3 clusters
  Score: Raw -568334.379235 + Penalty 2839.984842 = -565494.394393
  nChanged 11
		SP:Iteration 42Q (173629.860000 sec): 3 clusters
  Score: Raw -568338.526603 + Penalty 2839.984842 = -565498.541762
  nChanged 7
		SP:Iteration 43Q (173630.020000 sec): 3 clusters
  Score: Raw -568341.277882 + Penalty 2839.984842 = -565501.293041
  nChanged 5
		SP:Iteration 44Q (173630.190000 sec): 3 clusters
  Score: Raw -568343.822349 + Penalty 2839.984842 = -565503.837507
  nChanged 8
		SP:Iteration 45Q (173630.360000 sec): 3 clusters
  Score: Raw -568347.939754 + Penalty 2839.984842 = -565507.954912
  nChanged 6
		SP:Iteration 46Q (173630.520000 sec): 3 clusters
  Score: Raw -568350.758613 + Penalty 2839.984842 = -565510.773771
  nChanged 6
		SP:Iteration 47Q (173630.680000 sec): 3 clusters
  Score: Raw -568354.378475 + Penalty 2839.984842 = -565514.393634
  nChanged 2
		SP:Iteration 48Q (173630.860000 sec): 3 clusters
  Score: Raw -568354.815328 + Penalty 2839.984842 = -565514.830487
  nChanged 0
		SP:Iteration 49F (173631.080000 sec): 3 clusters
  Score: Raw -568354.815328 + Penalty 2839.984842 = -565514.830487
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (1947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173631.190000 sec): 2 clusters
  Score: Raw -163249.680172 + Penalty 1230.782313 = -162018.897858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173631.360000 sec): 3 clusters
  Score: Raw -162447.459239 + Penalty 2461.564627 = -159985.894613
  nChanged 659
		SP:Iteration 1F (173631.400000 sec): 3 clusters
  Score: Raw -163032.697399 + Penalty 2461.564627 = -160571.132772
  nChanged 186
		SP:Iteration 2F (173631.440000 sec): 3 clusters
  Score: Raw -163267.207543 + Penalty 2461.564627 = -160805.642917
  nChanged 133
		SP:Iteration 3F (173631.510000 sec): 3 clusters
  Score: Raw -163433.531972 + Penalty 2461.564627 = -160971.967345
  nChanged 123
		SP:Iteration 4F (173631.540000 sec): 3 clusters
  Score: Raw -163564.535991 + Penalty 2461.564627 = -161102.971365
  nChanged 96
		SP:Iteration 5Q (173631.580000 sec): 3 clusters
  Score: Raw -163669.899720 + Penalty 2461.564627 = -161208.335093
  nChanged 74
		SP:Iteration 6Q (173631.620000 sec): 3 clusters
  Score: Raw -163760.341862 + Penalty 2461.564627 = -161298.777235
  nChanged 61
		SP:Iteration 7Q (173631.660000 sec): 3 clusters
  Score: Raw -163816.380398 + Penalty 2461.564627 = -161354.815771
  nChanged 40
		SP:Iteration 8Q (173631.700000 sec): 3 clusters
  Score: Raw -163847.892210 + Penalty 2461.564627 = -161386.327583
  nChanged 35
		SP:Iteration 9Q (173631.740000 sec): 3 clusters
  Score: Raw -163878.419366 + Penalty 2461.564627 = -161416.854739
  nChanged 27
		SP:Iteration 10Q (173631.780000 sec): 3 clusters
  Score: Raw -163899.222763 + Penalty 2461.564627 = -161437.658136
  nChanged 26
		SP:Iteration 11Q (173631.820000 sec): 3 clusters
  Score: Raw -163923.032122 + Penalty 2461.564627 = -161461.467495
  nChanged 21
		SP:Iteration 12Q (173631.860000 sec): 3 clusters
  Score: Raw -163942.305829 + Penalty 2461.564627 = -161480.741202
  nChanged 20
		SP:Iteration 13Q (173631.900000 sec): 3 clusters
  Score: Raw -163957.768223 + Penalty 2461.564627 = -161496.203597
  nChanged 17
		SP:Iteration 14Q (173631.940000 sec): 3 clusters
  Score: Raw -163973.762397 + Penalty 2461.564627 = -161512.197770
  nChanged 14
		SP:Iteration 15Q (173631.980000 sec): 3 clusters
  Score: Raw -163985.160550 + Penalty 2461.564627 = -161523.595923
  nChanged 6
		SP:Iteration 16Q (173632.020000 sec): 3 clusters
  Score: Raw -163989.351346 + Penalty 2461.564627 = -161527.786720
  nChanged 6
		SP:Iteration 17Q (173632.060000 sec): 3 clusters
  Score: Raw -163992.175959 + Penalty 2461.564627 = -161530.611332
  nChanged 5
		SP:Iteration 18Q (173632.100000 sec): 3 clusters
  Score: Raw -163995.302163 + Penalty 2461.564627 = -161533.737536
  nChanged 5
		SP:Iteration 19Q (173632.140000 sec): 3 clusters
  Score: Raw -163998.755835 + Penalty 2461.564627 = -161537.191208
  nChanged 8
		SP:Iteration 20F (173632.180000 sec): 3 clusters
  Score: Raw -164005.935452 + Penalty 2461.564627 = -161544.370826
  nChanged 5
		SP:Iteration 21Q (173632.230000 sec): 3 clusters
  Score: Raw -164021.519064 + Penalty 2461.564627 = -161559.954437
  nChanged 8
		SP:Iteration 22Q (173632.270000 sec): 3 clusters
  Score: Raw -164032.554007 + Penalty 2461.564627 = -161570.989381
  nChanged 11
		SP:Iteration 23Q (173632.310000 sec): 3 clusters
  Score: Raw -164041.463033 + Penalty 2461.564627 = -161579.898406
  nChanged 6
		SP:Iteration 24Q (173632.350000 sec): 3 clusters
  Score: Raw -164047.663482 + Penalty 2461.564627 = -161586.098855
  nChanged 7
		SP:Iteration 25Q (173632.390000 sec): 3 clusters
  Score: Raw -164055.562584 + Penalty 2461.564627 = -161593.997957
  nChanged 6
		SP:Iteration 26Q (173632.430000 sec): 3 clusters
  Score: Raw -164059.507862 + Penalty 2461.564627 = -161597.943235
  nChanged 3
		SP:Iteration 27Q (173632.470000 sec): 3 clusters
  Score: Raw -164062.436718 + Penalty 2461.564627 = -161600.872091
  nChanged 2
		SP:Iteration 28Q (173632.510000 sec): 3 clusters
  Score: Raw -164065.826949 + Penalty 2461.564627 = -161604.262322
  nChanged 2
		SP:Iteration 29Q (173632.550000 sec): 3 clusters
  Score: Raw -164067.082578 + Penalty 2461.564627 = -161605.517951
  nChanged 1
		SP:Iteration 30Q (173632.590000 sec): 3 clusters
  Score: Raw -164067.536700 + Penalty 2461.564627 = -161605.972073
  nChanged 2
		SP:Iteration 31Q (173632.630000 sec): 3 clusters
  Score: Raw -164068.870466 + Penalty 2461.564627 = -161607.305839
  nChanged 0
		SP:Iteration 32F (173632.680000 sec): 3 clusters
  Score: Raw -164068.870466 + Penalty 2461.564627 = -161607.305839
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (7370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173632.790000 sec): 2 clusters
  Score: Raw -676307.645608 + Penalty 1447.090610 = -674860.554998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173633.000000 sec): 3 clusters
  Score: Raw -672313.467758 + Penalty 2894.181220 = -669419.286537
  nChanged 3099
		SP:Iteration 1F (173633.200000 sec): 3 clusters
  Score: Raw -674249.885893 + Penalty 2894.181220 = -671355.704673
  nChanged 678
		SP:Iteration 2F (173633.410000 sec): 3 clusters
  Score: Raw -674936.516196 + Penalty 2894.181220 = -672042.334976
  nChanged 642
		SP:Iteration 3F (173633.610000 sec): 3 clusters
  Score: Raw -675490.541447 + Penalty 2894.181220 = -672596.360227
  nChanged 511
		SP:Iteration 4F (173633.810000 sec): 3 clusters
  Score: Raw -675851.690179 + Penalty 2894.181220 = -672957.508959
  nChanged 392
		SP:Iteration 5F (173634.010000 sec): 3 clusters
  Score: Raw -676095.937517 + Penalty 2894.181220 = -673201.756297
  nChanged 275
		SP:Iteration 6Q (173634.210000 sec): 3 clusters
  Score: Raw -676217.573082 + Penalty 2894.181220 = -673323.391862
  nChanged 201
		SP:Iteration 7Q (173634.420000 sec): 3 clusters
  Score: Raw -676287.334992 + Penalty 2894.181220 = -673393.153771
  nChanged 148
		SP:Iteration 8Q (173634.620000 sec): 3 clusters
  Score: Raw -676341.784608 + Penalty 2894.181220 = -673447.603388
  nChanged 146
		SP:Iteration 9Q (173634.810000 sec): 3 clusters
  Score: Raw -676399.780975 + Penalty 2894.181220 = -673505.599755
  nChanged 131
		SP:Iteration 10Q (173634.930000 sec): 3 clusters
  Score: Raw -676452.913058 + Penalty 2894.181220 = -673558.731837
  nChanged 138
		SP:Iteration 11Q (173635.140000 sec): 3 clusters
  Score: Raw -676505.857956 + Penalty 2894.181220 = -673611.676736
  nChanged 124
		SP:Iteration 12Q (173635.340000 sec): 3 clusters
  Score: Raw -676553.253961 + Penalty 2894.181220 = -673659.072741
  nChanged 111
		SP:Iteration 13Q (173635.540000 sec): 3 clusters
  Score: Raw -676594.795877 + Penalty 2894.181220 = -673700.614656
  nChanged 102
		SP:Iteration 14Q (173635.740000 sec): 3 clusters
  Score: Raw -676632.298502 + Penalty 2894.181220 = -673738.117282
  nChanged 93
		SP:Iteration 15Q (173635.850000 sec): 3 clusters
  Score: Raw -676657.936296 + Penalty 2894.181220 = -673763.755076
  nChanged 72
		SP:Iteration 16Q (173635.960000 sec): 3 clusters
  Score: Raw -676675.139194 + Penalty 2894.181220 = -673780.957974
  nChanged 64
		SP:Iteration 17Q (173636.080000 sec): 3 clusters
  Score: Raw -676687.462214 + Penalty 2894.181220 = -673793.280994
  nChanged 47
		SP:Iteration 18Q (173636.200000 sec): 3 clusters
  Score: Raw -676697.311455 + Penalty 2894.181220 = -673803.130235
  nChanged 43
		SP:Iteration 19Q (173636.320000 sec): 3 clusters
  Score: Raw -676708.700991 + Penalty 2894.181220 = -673814.519770
  nChanged 42
		SP:Iteration 20F (173636.440000 sec): 3 clusters
  Score: Raw -676717.998742 + Penalty 2894.181220 = -673823.817521
  nChanged 37
		SP:Iteration 21Q (173636.630000 sec): 3 clusters
  Score: Raw -676724.858047 + Penalty 2894.181220 = -673830.676826
  nChanged 30
		SP:Iteration 22Q (173636.750000 sec): 3 clusters
  Score: Raw -676729.617840 + Penalty 2894.181220 = -673835.436620
  nChanged 25
		SP:Iteration 23Q (173636.950000 sec): 3 clusters
  Score: Raw -676735.097177 + Penalty 2894.181220 = -673840.915957
  nChanged 24
		SP:Iteration 24Q (173637.150000 sec): 3 clusters
  Score: Raw -676739.809349 + Penalty 2894.181220 = -673845.628128
  nChanged 23
		SP:Iteration 25Q (173637.350000 sec): 3 clusters
  Score: Raw -676742.612798 + Penalty 2894.181220 = -673848.431578
  nChanged 17
		SP:Iteration 26Q (173637.550000 sec): 3 clusters
  Score: Raw -676744.712994 + Penalty 2894.181220 = -673850.531774
  nChanged 6
		SP:Iteration 27Q (173637.750000 sec): 3 clusters
  Score: Raw -676745.498440 + Penalty 2894.181220 = -673851.317220
  nChanged 4
		SP:Iteration 28Q (173637.950000 sec): 3 clusters
  Score: Raw -676745.920208 + Penalty 2894.181220 = -673851.738988
  nChanged 3
		SP:Iteration 29Q (173638.150000 sec): 3 clusters
  Score: Raw -676746.181722 + Penalty 2894.181220 = -673852.000502
  nChanged 1
		SP:Iteration 30Q (173638.360000 sec): 3 clusters
  Score: Raw -676746.405606 + Penalty 2894.181220 = -673852.224385
  nChanged 4
		SP:Iteration 31Q (173638.560000 sec): 3 clusters
  Score: Raw -676746.805174 + Penalty 2894.181220 = -673852.623954
  nChanged 2
		SP:Iteration 32Q (173638.760000 sec): 3 clusters
  Score: Raw -676746.953007 + Penalty 2894.181220 = -673852.771787
  nChanged 3
		SP:Iteration 33Q (173638.970000 sec): 3 clusters
  Score: Raw -676747.331247 + Penalty 2894.181220 = -673853.150026
  nChanged 1
		SP:Iteration 34Q (173639.170000 sec): 3 clusters
  Score: Raw -676747.584396 + Penalty 2894.181220 = -673853.403176
  nChanged 2
		SP:Iteration 35Q (173639.370000 sec): 3 clusters
  Score: Raw -676747.730252 + Penalty 2894.181220 = -673853.549032
  nChanged 0
		SP:Iteration 36F (173639.570000 sec): 3 clusters
  Score: Raw -676747.730252 + Penalty 2894.181220 = -673853.549032
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173639.680000 sec): 2 clusters
  Score: Raw -232432.481807 + Penalty 1295.749711 = -231136.732096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173639.850000 sec): 3 clusters
  Score: Raw -231047.260267 + Penalty 2591.499422 = -228455.760844
  nChanged 1129
		SP:Iteration 1F (173640.030000 sec): 3 clusters
  Score: Raw -231787.705871 + Penalty 2591.499422 = -229196.206449
  nChanged 263
		SP:Iteration 2F (173640.200000 sec): 3 clusters
  Score: Raw -231971.236243 + Penalty 2591.499422 = -229379.736821
  nChanged 144
		SP:Iteration 3Q (173640.380000 sec): 3 clusters
  Score: Raw -232078.827095 + Penalty 2591.499422 = -229487.327672
  nChanged 108
		SP:Iteration 4Q (173640.560000 sec): 3 clusters
  Score: Raw -232178.343575 + Penalty 2591.499422 = -229586.844153
  nChanged 118
		SP:Iteration 5Q (173640.730000 sec): 3 clusters
  Score: Raw -232265.721599 + Penalty 2591.499422 = -229674.222177
  nChanged 102
		SP:Iteration 6Q (173640.910000 sec): 3 clusters
  Score: Raw -232349.434290 + Penalty 2591.499422 = -229757.934868
  nChanged 88
		SP:Iteration 7Q (173641.080000 sec): 3 clusters
  Score: Raw -232425.244180 + Penalty 2591.499422 = -229833.744757
  nChanged 101
		SP:Iteration 8Q (173641.260000 sec): 3 clusters
  Score: Raw -232508.370721 + Penalty 2591.499422 = -229916.871299
  nChanged 120
		SP:Iteration 9Q (173641.440000 sec): 3 clusters
  Score: Raw -232616.177991 + Penalty 2591.499422 = -230024.678569
  nChanged 129
		SP:Iteration 10Q (173641.610000 sec): 3 clusters
  Score: Raw -232753.804850 + Penalty 2591.499422 = -230162.305428
  nChanged 136
		SP:Iteration 11Q (173641.790000 sec): 3 clusters
  Score: Raw -232888.496222 + Penalty 2591.499422 = -230296.996800
  nChanged 129
		SP:Iteration 12Q (173641.950000 sec): 3 clusters
  Score: Raw -233032.403538 + Penalty 2591.499422 = -230440.904116
  nChanged 109
		SP:Iteration 13Q (173642.120000 sec): 3 clusters
  Score: Raw -233161.278676 + Penalty 2591.499422 = -230569.779254
  nChanged 110
		SP:Iteration 14Q (173642.280000 sec): 3 clusters
  Score: Raw -233285.840599 + Penalty 2591.499422 = -230694.341177
  nChanged 109
		SP:Iteration 15Q (173642.440000 sec): 3 clusters
  Score: Raw -233400.362753 + Penalty 2591.499422 = -230808.863331
  nChanged 69
		SP:Iteration 16Q (173642.610000 sec): 3 clusters
  Score: Raw -233450.997977 + Penalty 2591.499422 = -230859.498555
  nChanged 52
		SP:Iteration 17Q (173642.770000 sec): 3 clusters
  Score: Raw -233478.783412 + Penalty 2591.499422 = -230887.283990
  nChanged 29
		SP:Iteration 18Q (173642.930000 sec): 3 clusters
  Score: Raw -233492.942493 + Penalty 2591.499422 = -230901.443071
  nChanged 16
		SP:Iteration 19Q (173643.100000 sec): 3 clusters
  Score: Raw -233500.490139 + Penalty 2591.499422 = -230908.990717
  nChanged 16
		SP:Iteration 20F (173643.260000 sec): 3 clusters
  Score: Raw -233507.901231 + Penalty 2591.499422 = -230916.401809
  nChanged 11
		SP:Iteration 21Q (173643.420000 sec): 3 clusters
  Score: Raw -233513.782857 + Penalty 2591.499422 = -230922.283435
  nChanged 16
		SP:Iteration 22Q (173643.580000 sec): 3 clusters
  Score: Raw -233521.779267 + Penalty 2591.499422 = -230930.279845
  nChanged 18
		SP:Iteration 23Q (173643.740000 sec): 3 clusters
  Score: Raw -233528.897500 + Penalty 2591.499422 = -230937.398078
  nChanged 7
		SP:Iteration 24Q (173643.900000 sec): 3 clusters
  Score: Raw -233531.015193 + Penalty 2591.499422 = -230939.515771
  nChanged 3
		SP:Iteration 25Q (173644.060000 sec): 3 clusters
  Score: Raw -233532.170763 + Penalty 2591.499422 = -230940.671341
  nChanged 5
		SP:Iteration 26Q (173644.220000 sec): 3 clusters
  Score: Raw -233534.857182 + Penalty 2591.499422 = -230943.357760
  nChanged 5
		SP:Iteration 27Q (173644.380000 sec): 3 clusters
  Score: Raw -233537.212181 + Penalty 2591.499422 = -230945.712758
  nChanged 5
		SP:Iteration 28Q (173644.560000 sec): 3 clusters
  Score: Raw -233538.893237 + Penalty 2591.499422 = -230947.393815
  nChanged 5
		SP:Iteration 29Q (173644.740000 sec): 3 clusters
  Score: Raw -233540.738317 + Penalty 2591.499422 = -230949.238895
  nChanged 1
		SP:Iteration 30Q (173644.900000 sec): 3 clusters
  Score: Raw -233540.943487 + Penalty 2591.499422 = -230949.444065
  nChanged 1
		SP:Iteration 31Q (173645.070000 sec): 3 clusters
  Score: Raw -233541.379303 + Penalty 2591.499422 = -230949.879881
  nChanged 4
		SP:Iteration 32Q (173645.240000 sec): 3 clusters
  Score: Raw -233543.079711 + Penalty 2591.499422 = -230951.580289
  nChanged 2
		SP:Iteration 33Q (173645.420000 sec): 3 clusters
  Score: Raw -233543.824282 + Penalty 2591.499422 = -230952.324860
  nChanged 3
		SP:Iteration 34Q (173645.590000 sec): 3 clusters
  Score: Raw -233544.626136 + Penalty 2591.499422 = -230953.126714
  nChanged 0
		SP:Iteration 35F (173645.770000 sec): 3 clusters
  Score: Raw -233544.626136 + Penalty 2591.499422 = -230953.126714
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (2892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173645.840000 sec): 2 clusters
  Score: Raw -245239.836521 + Penalty 1295.076832 = -243944.759689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173646.020000 sec): 3 clusters
  Score: Raw -243864.543570 + Penalty 2590.153665 = -241274.389906
  nChanged 1094
		SP:Iteration 1F (173646.200000 sec): 3 clusters
  Score: Raw -244695.146034 + Penalty 2590.153665 = -242104.992369
  nChanged 318
		SP:Iteration 2F (173646.370000 sec): 3 clusters
  Score: Raw -245025.544915 + Penalty 2590.153665 = -242435.391250
  nChanged 214
		SP:Iteration 3F (173646.550000 sec): 3 clusters
  Score: Raw -245212.505113 + Penalty 2590.153665 = -242622.351448
  nChanged 139
		SP:Iteration 4Q (173646.720000 sec): 3 clusters
  Score: Raw -245332.220605 + Penalty 2590.153665 = -242742.066941
  nChanged 98
		SP:Iteration 5Q (173646.900000 sec): 3 clusters
  Score: Raw -245415.124543 + Penalty 2590.153665 = -242824.970878
  nChanged 89
		SP:Iteration 6Q (173647.080000 sec): 3 clusters
  Score: Raw -245481.072650 + Penalty 2590.153665 = -242890.918985
  nChanged 73
		SP:Iteration 7Q (173647.250000 sec): 3 clusters
  Score: Raw -245527.714207 + Penalty 2590.153665 = -242937.560542
  nChanged 59
		SP:Iteration 8Q (173647.430000 sec): 3 clusters
  Score: Raw -245564.492240 + Penalty 2590.153665 = -242974.338575
  nChanged 51
		SP:Iteration 9Q (173647.570000 sec): 3 clusters
  Score: Raw -245596.769427 + Penalty 2590.153665 = -243006.615763
  nChanged 45
		SP:Iteration 10Q (173647.630000 sec): 3 clusters
  Score: Raw -245619.222881 + Penalty 2590.153665 = -243029.069217
  nChanged 34
		SP:Iteration 11Q (173647.680000 sec): 3 clusters
  Score: Raw -245636.020897 + Penalty 2590.153665 = -243045.867233
  nChanged 29
		SP:Iteration 12Q (173647.740000 sec): 3 clusters
  Score: Raw -245647.681964 + Penalty 2590.153665 = -243057.528299
  nChanged 26
		SP:Iteration 13Q (173647.790000 sec): 3 clusters
  Score: Raw -245659.385473 + Penalty 2590.153665 = -243069.231808
  nChanged 28
		SP:Iteration 14Q (173647.840000 sec): 3 clusters
  Score: Raw -245670.474533 + Penalty 2590.153665 = -243080.320868
  nChanged 18
		SP:Iteration 15Q (173647.900000 sec): 3 clusters
  Score: Raw -245677.682600 + Penalty 2590.153665 = -243087.528936
  nChanged 22
		SP:Iteration 16Q (173647.950000 sec): 3 clusters
  Score: Raw -245687.969455 + Penalty 2590.153665 = -243097.815790
  nChanged 19
		SP:Iteration 17Q (173648.000000 sec): 3 clusters
  Score: Raw -245697.150478 + Penalty 2590.153665 = -243106.996814
  nChanged 18
		SP:Iteration 18Q (173648.060000 sec): 3 clusters
  Score: Raw -245704.492897 + Penalty 2590.153665 = -243114.339233
  nChanged 18
		SP:Iteration 19Q (173648.110000 sec): 3 clusters
  Score: Raw -245713.385780 + Penalty 2590.153665 = -243123.232116
  nChanged 19
		SP:Iteration 20F (173648.160000 sec): 3 clusters
  Score: Raw -245720.500932 + Penalty 2590.153665 = -243130.347268
  nChanged 17
		SP:Iteration 21Q (173648.220000 sec): 3 clusters
  Score: Raw -245728.621749 + Penalty 2590.153665 = -243138.468084
  nChanged 16
		SP:Iteration 22Q (173648.270000 sec): 3 clusters
  Score: Raw -245737.392352 + Penalty 2590.153665 = -243147.238688
  nChanged 23
		SP:Iteration 23Q (173648.370000 sec): 3 clusters
  Score: Raw -245751.219841 + Penalty 2590.153665 = -243161.066176
  nChanged 19
		SP:Iteration 24Q (173648.560000 sec): 3 clusters
  Score: Raw -245760.009487 + Penalty 2590.153665 = -243169.855823
  nChanged 16
		SP:Iteration 25Q (173648.720000 sec): 3 clusters
  Score: Raw -245767.445231 + Penalty 2590.153665 = -243177.291566
  nChanged 18
		SP:Iteration 26Q (173648.900000 sec): 3 clusters
  Score: Raw -245776.629263 + Penalty 2590.153665 = -243186.475599
  nChanged 14
		SP:Iteration 27Q (173649.070000 sec): 3 clusters
  Score: Raw -245781.717585 + Penalty 2590.153665 = -243191.563920
  nChanged 11
		SP:Iteration 28Q (173649.240000 sec): 3 clusters
  Score: Raw -245787.347988 + Penalty 2590.153665 = -243197.194324
  nChanged 9
		SP:Iteration 29Q (173649.420000 sec): 3 clusters
  Score: Raw -245791.353803 + Penalty 2590.153665 = -243201.200138
  nChanged 9
		SP:Iteration 30Q (173649.600000 sec): 3 clusters
  Score: Raw -245794.057485 + Penalty 2590.153665 = -243203.903821
  nChanged 5
		SP:Iteration 31Q (173649.770000 sec): 3 clusters
  Score: Raw -245796.145853 + Penalty 2590.153665 = -243205.992188
  nChanged 6
		SP:Iteration 32Q (173649.830000 sec): 3 clusters
  Score: Raw -245799.295318 + Penalty 2590.153665 = -243209.141654
  nChanged 3
		SP:Iteration 33Q (173649.880000 sec): 3 clusters
  Score: Raw -245800.537885 + Penalty 2590.153665 = -243210.384220
  nChanged 5
		SP:Iteration 34Q (173649.940000 sec): 3 clusters
  Score: Raw -245802.102461 + Penalty 2590.153665 = -243211.948797
  nChanged 5
		SP:Iteration 35Q (173649.990000 sec): 3 clusters
  Score: Raw -245803.017778 + Penalty 2590.153665 = -243212.864114
  nChanged 5
		SP:Iteration 36Q (173650.040000 sec): 3 clusters
  Score: Raw -245805.793558 + Penalty 2590.153665 = -243215.639893
  nChanged 3
		SP:Iteration 37Q (173650.100000 sec): 3 clusters
  Score: Raw -245806.569685 + Penalty 2590.153665 = -243216.416020
  nChanged 2
		SP:Iteration 38Q (173650.150000 sec): 3 clusters
  Score: Raw -245807.144827 + Penalty 2590.153665 = -243216.991162
  nChanged 2
		SP:Iteration 39Q (173650.210000 sec): 3 clusters
  Score: Raw -245807.345487 + Penalty 2590.153665 = -243217.191823
  nChanged 0
		SP:Iteration 40F (173650.260000 sec): 3 clusters
  Score: Raw -245807.345487 + Penalty 2590.153665 = -243217.191823
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (6231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173650.380000 sec): 2 clusters
  Score: Raw -496469.049094 + Penalty 1419.809968 = -495049.239126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173650.600000 sec): 3 clusters
  Score: Raw -493116.317246 + Penalty 2839.619937 = -490276.697310
  nChanged 2566
		SP:Iteration 1F (173650.760000 sec): 3 clusters
  Score: Raw -494645.787134 + Penalty 2839.619937 = -491806.167198
  nChanged 514
		SP:Iteration 2F (173650.930000 sec): 3 clusters
  Score: Raw -495025.075303 + Penalty 2839.619937 = -492185.455367
  nChanged 481
		SP:Iteration 3F (173651.040000 sec): 3 clusters
  Score: Raw -495385.316689 + Penalty 2839.619937 = -492545.696752
  nChanged 391
		SP:Iteration 4F (173651.150000 sec): 3 clusters
  Score: Raw -495671.694702 + Penalty 2839.619937 = -492832.074765
  nChanged 340
		SP:Iteration 5F (173651.250000 sec): 3 clusters
  Score: Raw -495937.084884 + Penalty 2839.619937 = -493097.464948
  nChanged 286
		SP:Iteration 6Q (173651.360000 sec): 3 clusters
  Score: Raw -496194.808921 + Penalty 2839.619937 = -493355.188984
  nChanged 289
		SP:Iteration 7Q (173651.460000 sec): 3 clusters
  Score: Raw -496436.726672 + Penalty 2839.619937 = -493597.106735
  nChanged 257
		SP:Iteration 8Q (173651.570000 sec): 3 clusters
  Score: Raw -496625.891429 + Penalty 2839.619937 = -493786.271493
  nChanged 225
		SP:Iteration 9Q (173651.680000 sec): 3 clusters
  Score: Raw -496784.751631 + Penalty 2839.619937 = -493945.131694
  nChanged 200
		SP:Iteration 10Q (173651.800000 sec): 3 clusters
  Score: Raw -496917.822744 + Penalty 2839.619937 = -494078.202807
  nChanged 164
		SP:Iteration 11Q (173651.900000 sec): 3 clusters
  Score: Raw -497013.484852 + Penalty 2839.619937 = -494173.864915
  nChanged 133
		SP:Iteration 12Q (173652.010000 sec): 3 clusters
  Score: Raw -497083.229132 + Penalty 2839.619937 = -494243.609196
  nChanged 96
		SP:Iteration 13Q (173652.120000 sec): 3 clusters
  Score: Raw -497131.743370 + Penalty 2839.619937 = -494292.123433
  nChanged 98
		SP:Iteration 14Q (173652.300000 sec): 3 clusters
  Score: Raw -497183.654340 + Penalty 2839.619937 = -494344.034404
  nChanged 80
		SP:Iteration 15Q (173652.480000 sec): 3 clusters
  Score: Raw -497217.433789 + Penalty 2839.619937 = -494377.813853
  nChanged 73
		SP:Iteration 16Q (173652.640000 sec): 3 clusters
  Score: Raw -497250.619663 + Penalty 2839.619937 = -494410.999726
  nChanged 62
		SP:Iteration 17Q (173652.740000 sec): 3 clusters
  Score: Raw -497275.612844 + Penalty 2839.619937 = -494435.992908
  nChanged 54
		SP:Iteration 18Q (173652.930000 sec): 3 clusters
  Score: Raw -497300.933917 + Penalty 2839.619937 = -494461.313980
  nChanged 51
		SP:Iteration 19Q (173653.150000 sec): 3 clusters
  Score: Raw -497317.804475 + Penalty 2839.619937 = -494478.184538
  nChanged 40
		SP:Iteration 20F (173653.240000 sec): 3 clusters
  Score: Raw -497329.529479 + Penalty 2839.619937 = -494489.909542
  nChanged 29
		SP:Iteration 21Q (173653.350000 sec): 3 clusters
  Score: Raw -497337.291066 + Penalty 2839.619937 = -494497.671129
  nChanged 23
		SP:Iteration 22Q (173653.460000 sec): 3 clusters
  Score: Raw -497344.094782 + Penalty 2839.619937 = -494504.474846
  nChanged 20
		SP:Iteration 23Q (173653.570000 sec): 3 clusters
  Score: Raw -497348.899282 + Penalty 2839.619937 = -494509.279345
  nChanged 21
		SP:Iteration 24Q (173653.760000 sec): 3 clusters
  Score: Raw -497354.432670 + Penalty 2839.619937 = -494514.812734
  nChanged 22
		SP:Iteration 25Q (173653.920000 sec): 3 clusters
  Score: Raw -497358.535118 + Penalty 2839.619937 = -494518.915181
  nChanged 15
		SP:Iteration 26Q (173654.090000 sec): 3 clusters
  Score: Raw -497362.013987 + Penalty 2839.619937 = -494522.394051
  nChanged 11
		SP:Iteration 27Q (173654.190000 sec): 3 clusters
  Score: Raw -497364.165734 + Penalty 2839.619937 = -494524.545798
  nChanged 13
		SP:Iteration 28Q (173654.290000 sec): 3 clusters
  Score: Raw -497366.610045 + Penalty 2839.619937 = -494526.990108
  nChanged 8
		SP:Iteration 29Q (173654.400000 sec): 3 clusters
  Score: Raw -497368.030572 + Penalty 2839.619937 = -494528.410635
  nChanged 8
		SP:Iteration 30Q (173654.500000 sec): 3 clusters
  Score: Raw -497369.594512 + Penalty 2839.619937 = -494529.974576
  nChanged 4
		SP:Iteration 31Q (173654.600000 sec): 3 clusters
  Score: Raw -497370.602112 + Penalty 2839.619937 = -494530.982176
  nChanged 4
		SP:Iteration 32Q (173654.700000 sec): 3 clusters
  Score: Raw -497370.956363 + Penalty 2839.619937 = -494531.336427
  nChanged 2
		SP:Iteration 33Q (173654.810000 sec): 3 clusters
  Score: Raw -497371.235767 + Penalty 2839.619937 = -494531.615830
  nChanged 1
		SP:Iteration 34Q (173654.910000 sec): 3 clusters
  Score: Raw -497371.499450 + Penalty 2839.619937 = -494531.879513
  nChanged 1
		SP:Iteration 35Q (173655.020000 sec): 3 clusters
  Score: Raw -497371.627400 + Penalty 2839.619937 = -494532.007464
  nChanged 0
		SP:Iteration 36F (173655.120000 sec): 3 clusters
  Score: Raw -497371.627400 + Penalty 2839.619937 = -494532.007464
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (26191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173655.380000 sec): 2 clusters
  Score: Raw -2474726.084409 + Penalty 1653.140307 = -2473072.944102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173655.780000 sec): 3 clusters
  Score: Raw -2458704.337973 + Penalty 3306.280614 = -2455398.057359
  nChanged 12012
		SP:Iteration 1F (173656.130000 sec): 3 clusters
  Score: Raw -2465262.316448 + Penalty 3306.280614 = -2461956.035834
  nChanged 1378
		SP:Iteration 2F (173656.480000 sec): 3 clusters
  Score: Raw -2465783.038541 + Penalty 3306.280614 = -2462476.757927
  nChanged 1441
		SP:Iteration 3F (173656.840000 sec): 3 clusters
  Score: Raw -2466412.188687 + Penalty 3306.280614 = -2463105.908073
  nChanged 1540
		SP:Iteration 4F (173657.190000 sec): 3 clusters
  Score: Raw -2467104.149198 + Penalty 3306.280614 = -2463797.868584
  nChanged 1450
		SP:Iteration 5F (173657.490000 sec): 3 clusters
  Score: Raw -2467735.276487 + Penalty 3306.280614 = -2464428.995874
  nChanged 1318
		SP:Iteration 6F (173657.900000 sec): 3 clusters
  Score: Raw -2468301.785347 + Penalty 3306.280614 = -2464995.504734
  nChanged 1169
		SP:Iteration 7Q (173658.230000 sec): 3 clusters
  Score: Raw -2468814.218929 + Penalty 3306.280614 = -2465507.938315
  nChanged 1113
		SP:Iteration 8Q (173658.620000 sec): 3 clusters
  Score: Raw -2469334.276323 + Penalty 3306.280614 = -2466027.995709
  nChanged 1072
		SP:Iteration 9Q (173659.060000 sec): 3 clusters
  Score: Raw -2469888.993458 + Penalty 3306.280614 = -2466582.712844
  nChanged 1070
		SP:Iteration 10Q (173659.470000 sec): 3 clusters
  Score: Raw -2470529.032953 + Penalty 3306.280614 = -2467222.752340
  nChanged 1073
		SP:Iteration 11Q (173659.850000 sec): 3 clusters
  Score: Raw -2471216.884082 + Penalty 3306.280614 = -2467910.603468
  nChanged 1057
		SP:Iteration 12Q (173660.300000 sec): 3 clusters
  Score: Raw -2472012.260932 + Penalty 3306.280614 = -2468705.980318
  nChanged 1018
		SP:Iteration 13Q (173660.640000 sec): 3 clusters
  Score: Raw -2472811.519026 + Penalty 3306.280614 = -2469505.238412
  nChanged 863
		SP:Iteration 14Q (173660.970000 sec): 3 clusters
  Score: Raw -2473507.702489 + Penalty 3306.280614 = -2470201.421875
  nChanged 630
		SP:Iteration 15Q (173661.380000 sec): 3 clusters
  Score: Raw -2474027.373397 + Penalty 3306.280614 = -2470721.092783
  nChanged 426
		SP:Iteration 16Q (173661.650000 sec): 3 clusters
  Score: Raw -2474400.328669 + Penalty 3306.280614 = -2471094.048055
  nChanged 262
		SP:Iteration 17Q (173662.060000 sec): 3 clusters
  Score: Raw -2474617.969321 + Penalty 3306.280614 = -2471311.688708
  nChanged 153
		SP:Iteration 18Q (173662.420000 sec): 3 clusters
  Score: Raw -2474729.822108 + Penalty 3306.280614 = -2471423.541495
  nChanged 89
		SP:Iteration 19Q (173662.790000 sec): 3 clusters
  Score: Raw -2474799.744508 + Penalty 3306.280614 = -2471493.463894
  nChanged 54
		SP:Iteration 20F (173663.120000 sec): 3 clusters
  Score: Raw -2474843.269819 + Penalty 3306.280614 = -2471536.989205
  nChanged 37
		SP:Iteration 21Q (173663.520000 sec): 3 clusters
  Score: Raw -2474873.205631 + Penalty 3306.280614 = -2471566.925017
  nChanged 22
		SP:Iteration 22Q (173663.890000 sec): 3 clusters
  Score: Raw -2474892.112228 + Penalty 3306.280614 = -2471585.831614
  nChanged 15
		SP:Iteration 23Q (173664.250000 sec): 3 clusters
  Score: Raw -2474904.994421 + Penalty 3306.280614 = -2471598.713807
  nChanged 16
		SP:Iteration 24Q (173664.610000 sec): 3 clusters
  Score: Raw -2474918.933373 + Penalty 3306.280614 = -2471612.652759
  nChanged 13
		SP:Iteration 25Q (173664.980000 sec): 3 clusters
  Score: Raw -2474929.351310 + Penalty 3306.280614 = -2471623.070697
  nChanged 11
		SP:Iteration 26Q (173665.340000 sec): 3 clusters
  Score: Raw -2474938.156197 + Penalty 3306.280614 = -2471631.875583
  nChanged 11
		SP:Iteration 27Q (173665.700000 sec): 3 clusters
  Score: Raw -2474947.787641 + Penalty 3306.280614 = -2471641.507027
  nChanged 12
		SP:Iteration 28Q (173666.060000 sec): 3 clusters
  Score: Raw -2474956.234831 + Penalty 3306.280614 = -2471649.954217
  nChanged 10
		SP:Iteration 29Q (173666.420000 sec): 3 clusters
  Score: Raw -2474962.442451 + Penalty 3306.280614 = -2471656.161837
  nChanged 6
		SP:Iteration 30Q (173666.780000 sec): 3 clusters
  Score: Raw -2474966.737413 + Penalty 3306.280614 = -2471660.456799
  nChanged 6
		SP:Iteration 31Q (173667.140000 sec): 3 clusters
  Score: Raw -2474971.326390 + Penalty 3306.280614 = -2471665.045776
  nChanged 4
		SP:Iteration 32Q (173667.500000 sec): 3 clusters
  Score: Raw -2474975.861048 + Penalty 3306.280614 = -2471669.580434
  nChanged 1
		SP:Iteration 33Q (173667.770000 sec): 3 clusters
  Score: Raw -2474976.432479 + Penalty 3306.280614 = -2471670.151866
  nChanged 3
		SP:Iteration 34Q (173668.070000 sec): 3 clusters
  Score: Raw -2474979.440442 + Penalty 3306.280614 = -2471673.159829
  nChanged 2
		SP:Iteration 35Q (173668.450000 sec): 3 clusters
  Score: Raw -2474980.407694 + Penalty 3306.280614 = -2471674.127080
  nChanged 0
		SP:Iteration 36F (173668.860000 sec): 3 clusters
  Score: Raw -2474980.407694 + Penalty 3306.280614 = -2471674.127080
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (3404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173668.960000 sec): 2 clusters
  Score: Raw -296915.079164 + Penalty 1321.564805 = -295593.514359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173669.140000 sec): 3 clusters
  Score: Raw -295220.631226 + Penalty 2643.129609 = -292577.501616
  nChanged 1343
		SP:Iteration 1F (173669.310000 sec): 3 clusters
  Score: Raw -296084.646840 + Penalty 2643.129609 = -293441.517231
  nChanged 306
		SP:Iteration 2F (173669.420000 sec): 3 clusters
  Score: Raw -296342.001135 + Penalty 2643.129609 = -293698.871526
  nChanged 233
		SP:Iteration 3F (173669.480000 sec): 3 clusters
  Score: Raw -296517.806494 + Penalty 2643.129609 = -293874.676885
  nChanged 169
		SP:Iteration 4Q (173669.560000 sec): 3 clusters
  Score: Raw -296623.507604 + Penalty 2643.129609 = -293980.377995
  nChanged 130
		SP:Iteration 5Q (173669.620000 sec): 3 clusters
  Score: Raw -296693.488668 + Penalty 2643.129609 = -294050.359059
  nChanged 101
		SP:Iteration 6Q (173669.690000 sec): 3 clusters
  Score: Raw -296753.558047 + Penalty 2643.129609 = -294110.428437
  nChanged 90
		SP:Iteration 7Q (173669.760000 sec): 3 clusters
  Score: Raw -296804.415689 + Penalty 2643.129609 = -294161.286080
  nChanged 78
		SP:Iteration 8Q (173669.820000 sec): 3 clusters
  Score: Raw -296861.331014 + Penalty 2643.129609 = -294218.201405
  nChanged 85
		SP:Iteration 9Q (173669.890000 sec): 3 clusters
  Score: Raw -296922.066613 + Penalty 2643.129609 = -294278.937003
  nChanged 74
		SP:Iteration 10Q (173669.960000 sec): 3 clusters
  Score: Raw -296972.261834 + Penalty 2643.129609 = -294329.132225
  nChanged 65
		SP:Iteration 11Q (173670.030000 sec): 3 clusters
  Score: Raw -297015.149262 + Penalty 2643.129609 = -294372.019653
  nChanged 53
		SP:Iteration 12Q (173670.100000 sec): 3 clusters
  Score: Raw -297053.094626 + Penalty 2643.129609 = -294409.965017
  nChanged 56
		SP:Iteration 13Q (173670.160000 sec): 3 clusters
  Score: Raw -297081.270500 + Penalty 2643.129609 = -294438.140890
  nChanged 48
		SP:Iteration 14Q (173670.350000 sec): 3 clusters
  Score: Raw -297106.069026 + Penalty 2643.129609 = -294462.939417
  nChanged 46
		SP:Iteration 15Q (173670.520000 sec): 3 clusters
  Score: Raw -297132.264406 + Penalty 2643.129609 = -294489.134797
  nChanged 43
		SP:Iteration 16Q (173670.670000 sec): 3 clusters
  Score: Raw -297164.547391 + Penalty 2643.129609 = -294521.417782
  nChanged 45
		SP:Iteration 17Q (173670.740000 sec): 3 clusters
  Score: Raw -297191.995307 + Penalty 2643.129609 = -294548.865698
  nChanged 44
		SP:Iteration 18Q (173670.810000 sec): 3 clusters
  Score: Raw -297218.673578 + Penalty 2643.129609 = -294575.543969
  nChanged 40
		SP:Iteration 19Q (173670.870000 sec): 3 clusters
  Score: Raw -297246.336776 + Penalty 2643.129609 = -294603.207167
  nChanged 35
		SP:Iteration 20F (173670.940000 sec): 3 clusters
  Score: Raw -297277.327243 + Penalty 2643.129609 = -294634.197634
  nChanged 48
		SP:Iteration 21Q (173671.010000 sec): 3 clusters
  Score: Raw -297333.612051 + Penalty 2643.129609 = -294690.482442
  nChanged 57
		SP:Iteration 22Q (173671.080000 sec): 3 clusters
  Score: Raw -297388.802692 + Penalty 2643.129609 = -294745.673083
  nChanged 55
		SP:Iteration 23Q (173671.150000 sec): 3 clusters
  Score: Raw -297440.295488 + Penalty 2643.129609 = -294797.165879
  nChanged 42
		SP:Iteration 24Q (173671.210000 sec): 3 clusters
  Score: Raw -297478.107271 + Penalty 2643.129609 = -294834.977662
  nChanged 54
		SP:Iteration 25Q (173671.280000 sec): 3 clusters
  Score: Raw -297513.502717 + Penalty 2643.129609 = -294870.373108
  nChanged 41
		SP:Iteration 26Q (173671.350000 sec): 3 clusters
  Score: Raw -297534.948202 + Penalty 2643.129609 = -294891.818593
  nChanged 34
		SP:Iteration 27Q (173671.420000 sec): 3 clusters
  Score: Raw -297554.039139 + Penalty 2643.129609 = -294910.909530
  nChanged 37
		SP:Iteration 28Q (173671.480000 sec): 3 clusters
  Score: Raw -297572.957688 + Penalty 2643.129609 = -294929.828078
  nChanged 37
		SP:Iteration 29Q (173671.550000 sec): 3 clusters
  Score: Raw -297589.416996 + Penalty 2643.129609 = -294946.287387
  nChanged 29
		SP:Iteration 30Q (173671.620000 sec): 3 clusters
  Score: Raw -297603.866109 + Penalty 2643.129609 = -294960.736500
  nChanged 23
		SP:Iteration 31Q (173671.690000 sec): 3 clusters
  Score: Raw -297615.154557 + Penalty 2643.129609 = -294972.024948
  nChanged 24
		SP:Iteration 32Q (173671.760000 sec): 3 clusters
  Score: Raw -297629.300329 + Penalty 2643.129609 = -294986.170720
  nChanged 21
		SP:Iteration 33Q (173671.820000 sec): 3 clusters
  Score: Raw -297639.204141 + Penalty 2643.129609 = -294996.074532
  nChanged 15
		SP:Iteration 34Q (173671.890000 sec): 3 clusters
  Score: Raw -297646.417980 + Penalty 2643.129609 = -295003.288371
  nChanged 17
		SP:Iteration 35Q (173671.960000 sec): 3 clusters
  Score: Raw -297654.443850 + Penalty 2643.129609 = -295011.314241
  nChanged 17
		SP:Iteration 36Q (173672.020000 sec): 3 clusters
  Score: Raw -297661.818509 + Penalty 2643.129609 = -295018.688900
  nChanged 23
		SP:Iteration 37Q (173672.090000 sec): 3 clusters
  Score: Raw -297675.621497 + Penalty 2643.129609 = -295032.491888
  nChanged 27
		SP:Iteration 38Q (173672.160000 sec): 3 clusters
  Score: Raw -297694.285425 + Penalty 2643.129609 = -295051.155815
  nChanged 27
		SP:Iteration 39Q (173672.230000 sec): 3 clusters
  Score: Raw -297714.117420 + Penalty 2643.129609 = -295070.987811
  nChanged 32
		SP:Iteration 40F (173672.300000 sec): 3 clusters
  Score: Raw -297735.007837 + Penalty 2643.129609 = -295091.878228
  nChanged 29
		SP:Iteration 41Q (173672.360000 sec): 3 clusters
  Score: Raw -297753.493869 + Penalty 2643.129609 = -295110.364260
  nChanged 27
		SP:Iteration 42Q (173672.430000 sec): 3 clusters
  Score: Raw -297770.026344 + Penalty 2643.129609 = -295126.896735
  nChanged 23
		SP:Iteration 43Q (173672.500000 sec): 3 clusters
  Score: Raw -297782.426225 + Penalty 2643.129609 = -295139.296616
  nChanged 14
		SP:Iteration 44Q (173672.560000 sec): 3 clusters
  Score: Raw -297788.513296 + Penalty 2643.129609 = -295145.383687
  nChanged 13
		SP:Iteration 45Q (173672.630000 sec): 3 clusters
  Score: Raw -297793.364620 + Penalty 2643.129609 = -295150.235011
  nChanged 8
		SP:Iteration 46Q (173672.700000 sec): 3 clusters
  Score: Raw -297796.269309 + Penalty 2643.129609 = -295153.139700
  nChanged 6
		SP:Iteration 47Q (173672.770000 sec): 3 clusters
  Score: Raw -297797.945410 + Penalty 2643.129609 = -295154.815801
  nChanged 6
		SP:Iteration 48Q (173672.830000 sec): 3 clusters
  Score: Raw -297799.672028 + Penalty 2643.129609 = -295156.542419
  nChanged 5
		SP:Iteration 49Q (173672.900000 sec): 3 clusters
  Score: Raw -297801.396801 + Penalty 2643.129609 = -295158.267192
  nChanged 6
		SP:Iteration 50Q (173672.970000 sec): 3 clusters
  Score: Raw -297804.468491 + Penalty 2643.129609 = -295161.338882
  nChanged 10
		SP:Iteration 51Q (173673.040000 sec): 3 clusters
  Score: Raw -297807.490962 + Penalty 2643.129609 = -295164.361353
  nChanged 4
		SP:Iteration 52Q (173673.100000 sec): 3 clusters
  Score: Raw -297808.478692 + Penalty 2643.129609 = -295165.349083
  nChanged 3
		SP:Iteration 53Q (173673.170000 sec): 3 clusters
  Score: Raw -297809.101090 + Penalty 2643.129609 = -295165.971481
  nChanged 1
		SP:Iteration 54Q (173673.240000 sec): 3 clusters
  Score: Raw -297809.700808 + Penalty 2643.129609 = -295166.571199
  nChanged 4
		SP:Iteration 55Q (173673.300000 sec): 3 clusters
  Score: Raw -297810.689793 + Penalty 2643.129609 = -295167.560184
  nChanged 0
		SP:Iteration 56F (173673.370000 sec): 3 clusters
  Score: Raw -297810.689793 + Penalty 2643.129609 = -295167.560184
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (4299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173673.440000 sec): 2 clusters
  Score: Raw -369182.178963 + Penalty 1359.497379 = -367822.681584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173673.530000 sec): 3 clusters
  Score: Raw -367009.315958 + Penalty 2718.994758 = -364290.321200
  nChanged 1709
		SP:Iteration 1F (173673.620000 sec): 3 clusters
  Score: Raw -367999.627946 + Penalty 2718.994758 = -365280.633188
  nChanged 349
		SP:Iteration 2F (173673.700000 sec): 3 clusters
  Score: Raw -368260.671330 + Penalty 2718.994758 = -365541.676572
  nChanged 296
		SP:Iteration 3F (173673.780000 sec): 3 clusters
  Score: Raw -368495.957808 + Penalty 2718.994758 = -365776.963050
  nChanged 257
		SP:Iteration 4F (173673.860000 sec): 3 clusters
  Score: Raw -368679.444327 + Penalty 2718.994758 = -365960.449569
  nChanged 206
		SP:Iteration 5Q (173673.950000 sec): 3 clusters
  Score: Raw -368844.783888 + Penalty 2718.994758 = -366125.789130
  nChanged 213
		SP:Iteration 6Q (173674.030000 sec): 3 clusters
  Score: Raw -368995.163960 + Penalty 2718.994758 = -366276.169202
  nChanged 159
		SP:Iteration 7Q (173674.110000 sec): 3 clusters
  Score: Raw -369106.760078 + Penalty 2718.994758 = -366387.765320
  nChanged 152
		SP:Iteration 8Q (173674.200000 sec): 3 clusters
  Score: Raw -369210.258160 + Penalty 2718.994758 = -366491.263402
  nChanged 112
		SP:Iteration 9Q (173674.290000 sec): 3 clusters
  Score: Raw -369301.159090 + Penalty 2718.994758 = -366582.164332
  nChanged 124
		SP:Iteration 10Q (173674.370000 sec): 3 clusters
  Score: Raw -369411.520188 + Penalty 2718.994758 = -366692.525430
  nChanged 124
		SP:Iteration 11Q (173674.460000 sec): 3 clusters
  Score: Raw -369510.678805 + Penalty 2718.994758 = -366791.684047
  nChanged 117
		SP:Iteration 12Q (173674.540000 sec): 3 clusters
  Score: Raw -369628.112027 + Penalty 2718.994758 = -366909.117270
  nChanged 113
		SP:Iteration 13Q (173674.620000 sec): 3 clusters
  Score: Raw -369735.966374 + Penalty 2718.994758 = -367016.971616
  nChanged 110
		SP:Iteration 14Q (173674.710000 sec): 3 clusters
  Score: Raw -369854.850091 + Penalty 2718.994758 = -367135.855333
  nChanged 117
		SP:Iteration 15Q (173674.790000 sec): 3 clusters
  Score: Raw -369992.209299 + Penalty 2718.994758 = -367273.214541
  nChanged 104
		SP:Iteration 16Q (173674.870000 sec): 3 clusters
  Score: Raw -370119.201327 + Penalty 2718.994758 = -367400.206569
  nChanged 96
		SP:Iteration 17Q (173674.960000 sec): 3 clusters
  Score: Raw -370211.327803 + Penalty 2718.994758 = -367492.333045
  nChanged 84
		SP:Iteration 18Q (173675.040000 sec): 3 clusters
  Score: Raw -370292.388393 + Penalty 2718.994758 = -367573.393635
  nChanged 63
		SP:Iteration 19Q (173675.120000 sec): 3 clusters
  Score: Raw -370340.079461 + Penalty 2718.994758 = -367621.084703
  nChanged 47
		SP:Iteration 20F (173675.210000 sec): 3 clusters
  Score: Raw -370368.182045 + Penalty 2718.994758 = -367649.187287
  nChanged 35
		SP:Iteration 21Q (173675.290000 sec): 3 clusters
  Score: Raw -370386.189439 + Penalty 2718.994758 = -367667.194682
  nChanged 16
		SP:Iteration 22Q (173675.380000 sec): 3 clusters
  Score: Raw -370391.648663 + Penalty 2718.994758 = -367672.653905
  nChanged 10
		SP:Iteration 23Q (173675.460000 sec): 3 clusters
  Score: Raw -370394.302261 + Penalty 2718.994758 = -367675.307503
  nChanged 5
		SP:Iteration 24Q (173675.540000 sec): 3 clusters
  Score: Raw -370395.393116 + Penalty 2718.994758 = -367676.398358
  nChanged 0
		SP:Iteration 25F (173675.630000 sec): 3 clusters
  Score: Raw -370395.393116 + Penalty 2718.994758 = -367676.398358
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (2518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173675.740000 sec): 2 clusters
  Score: Raw -205519.181517 + Penalty 1272.573285 = -204246.608232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173675.920000 sec): 3 clusters
  Score: Raw -204392.891040 + Penalty 2545.146570 = -201847.744470
  nChanged 928
		SP:Iteration 1F (173676.090000 sec): 3 clusters
  Score: Raw -205007.534828 + Penalty 2545.146570 = -202462.388259
  nChanged 200
		SP:Iteration 2F (173676.270000 sec): 3 clusters
  Score: Raw -205128.073550 + Penalty 2545.146570 = -202582.926980
  nChanged 135
		SP:Iteration 3F (173676.440000 sec): 3 clusters
  Score: Raw -205223.835444 + Penalty 2545.146570 = -202678.688874
  nChanged 101
		SP:Iteration 4Q (173676.620000 sec): 3 clusters
  Score: Raw -205284.467353 + Penalty 2545.146570 = -202739.320783
  nChanged 72
		SP:Iteration 5Q (173676.800000 sec): 3 clusters
  Score: Raw -205328.713675 + Penalty 2545.146570 = -202783.567106
  nChanged 61
		SP:Iteration 6Q (173676.970000 sec): 3 clusters
  Score: Raw -205365.683606 + Penalty 2545.146570 = -202820.537037
  nChanged 59
		SP:Iteration 7Q (173677.040000 sec): 3 clusters
  Score: Raw -205402.627587 + Penalty 2545.146570 = -202857.481018
  nChanged 50
		SP:Iteration 8Q (173677.080000 sec): 3 clusters
  Score: Raw -205431.550747 + Penalty 2545.146570 = -202886.404177
  nChanged 43
		SP:Iteration 9Q (173677.130000 sec): 3 clusters
  Score: Raw -205453.484270 + Penalty 2545.146570 = -202908.337700
  nChanged 42
		SP:Iteration 10Q (173677.180000 sec): 3 clusters
  Score: Raw -205480.605557 + Penalty 2545.146570 = -202935.458987
  nChanged 39
		SP:Iteration 11Q (173677.230000 sec): 3 clusters
  Score: Raw -205504.128866 + Penalty 2545.146570 = -202958.982297
  nChanged 35
		SP:Iteration 12Q (173677.280000 sec): 3 clusters
  Score: Raw -205524.136377 + Penalty 2545.146570 = -202978.989807
  nChanged 33
		SP:Iteration 13Q (173677.330000 sec): 3 clusters
  Score: Raw -205539.990224 + Penalty 2545.146570 = -202994.843655
  nChanged 23
		SP:Iteration 14Q (173677.380000 sec): 3 clusters
  Score: Raw -205551.811224 + Penalty 2545.146570 = -203006.664654
  nChanged 25
		SP:Iteration 15Q (173677.440000 sec): 3 clusters
  Score: Raw -205564.482699 + Penalty 2545.146570 = -203019.336129
  nChanged 26
		SP:Iteration 16Q (173677.490000 sec): 3 clusters
  Score: Raw -205578.670853 + Penalty 2545.146570 = -203033.524284
  nChanged 24
		SP:Iteration 17Q (173677.540000 sec): 3 clusters
  Score: Raw -205593.470366 + Penalty 2545.146570 = -203048.323796
  nChanged 20
		SP:Iteration 18Q (173677.590000 sec): 3 clusters
  Score: Raw -205602.805380 + Penalty 2545.146570 = -203057.658811
  nChanged 20
		SP:Iteration 19Q (173677.640000 sec): 3 clusters
  Score: Raw -205613.126036 + Penalty 2545.146570 = -203067.979467
  nChanged 19
		SP:Iteration 20F (173677.730000 sec): 3 clusters
  Score: Raw -205622.219013 + Penalty 2545.146570 = -203077.072443
  nChanged 20
		SP:Iteration 21Q (173677.910000 sec): 3 clusters
  Score: Raw -205630.595476 + Penalty 2545.146570 = -203085.448906
  nChanged 17
		SP:Iteration 22Q (173678.080000 sec): 3 clusters
  Score: Raw -205640.303623 + Penalty 2545.146570 = -203095.157053
  nChanged 23
		SP:Iteration 23Q (173678.260000 sec): 3 clusters
  Score: Raw -205656.830858 + Penalty 2545.146570 = -203111.684288
  nChanged 30
		SP:Iteration 24Q (173678.440000 sec): 3 clusters
  Score: Raw -205672.876383 + Penalty 2545.146570 = -203127.729813
  nChanged 25
		SP:Iteration 25Q (173678.610000 sec): 3 clusters
  Score: Raw -205685.833877 + Penalty 2545.146570 = -203140.687307
  nChanged 26
		SP:Iteration 26Q (173678.790000 sec): 3 clusters
  Score: Raw -205698.000381 + Penalty 2545.146570 = -203152.853811
  nChanged 23
		SP:Iteration 27Q (173678.960000 sec): 3 clusters
  Score: Raw -205708.190458 + Penalty 2545.146570 = -203163.043888
  nChanged 11
		SP:Iteration 28Q (173679.110000 sec): 3 clusters
  Score: Raw -205713.905959 + Penalty 2545.146570 = -203168.759389
  nChanged 15
		SP:Iteration 29Q (173679.160000 sec): 3 clusters
  Score: Raw -205723.149819 + Penalty 2545.146570 = -203178.003249
  nChanged 23
		SP:Iteration 30Q (173679.210000 sec): 3 clusters
  Score: Raw -205733.461140 + Penalty 2545.146570 = -203188.314570
  nChanged 21
		SP:Iteration 31Q (173679.260000 sec): 3 clusters
  Score: Raw -205746.914732 + Penalty 2545.146570 = -203201.768162
  nChanged 22
		SP:Iteration 32Q (173679.310000 sec): 3 clusters
  Score: Raw -205761.504640 + Penalty 2545.146570 = -203216.358070
  nChanged 21
		SP:Iteration 33Q (173679.360000 sec): 3 clusters
  Score: Raw -205774.060365 + Penalty 2545.146570 = -203228.913795
  nChanged 16
		SP:Iteration 34Q (173679.410000 sec): 3 clusters
  Score: Raw -205783.409343 + Penalty 2545.146570 = -203238.262773
  nChanged 18
		SP:Iteration 35Q (173679.460000 sec): 3 clusters
  Score: Raw -205795.286355 + Penalty 2545.146570 = -203250.139785
  nChanged 19
		SP:Iteration 36Q (173679.510000 sec): 3 clusters
  Score: Raw -205806.738346 + Penalty 2545.146570 = -203261.591776
  nChanged 18
		SP:Iteration 37Q (173679.560000 sec): 3 clusters
  Score: Raw -205818.060017 + Penalty 2545.146570 = -203272.913447
  nChanged 19
		SP:Iteration 38Q (173679.610000 sec): 3 clusters
  Score: Raw -205829.726842 + Penalty 2545.146570 = -203284.580272
  nChanged 17
		SP:Iteration 39Q (173679.660000 sec): 3 clusters
  Score: Raw -205842.101522 + Penalty 2545.146570 = -203296.954952
  nChanged 20
		SP:Iteration 40F (173679.710000 sec): 3 clusters
  Score: Raw -205852.915451 + Penalty 2545.146570 = -203307.768881
  nChanged 15
		SP:Iteration 41Q (173679.760000 sec): 3 clusters
  Score: Raw -205861.122195 + Penalty 2545.146570 = -203315.975625
  nChanged 13
		SP:Iteration 42Q (173679.810000 sec): 3 clusters
  Score: Raw -205871.401411 + Penalty 2545.146570 = -203326.254841
  nChanged 16
		SP:Iteration 43Q (173679.860000 sec): 3 clusters
  Score: Raw -205887.210698 + Penalty 2545.146570 = -203342.064128
  nChanged 30
		SP:Iteration 44Q (173679.910000 sec): 3 clusters
  Score: Raw -205907.339447 + Penalty 2545.146570 = -203362.192878
  nChanged 21
		SP:Iteration 45Q (173679.960000 sec): 3 clusters
  Score: Raw -205921.669383 + Penalty 2545.146570 = -203376.522813
  nChanged 23
		SP:Iteration 46Q (173680.010000 sec): 3 clusters
  Score: Raw -205934.137823 + Penalty 2545.146570 = -203388.991253
  nChanged 22
		SP:Iteration 47Q (173680.060000 sec): 3 clusters
  Score: Raw -205946.306546 + Penalty 2545.146570 = -203401.159977
  nChanged 24
		SP:Iteration 48Q (173680.110000 sec): 3 clusters
  Score: Raw -205962.986268 + Penalty 2545.146570 = -203417.839698
  nChanged 19
		SP:Iteration 49Q (173680.160000 sec): 3 clusters
  Score: Raw -205974.591125 + Penalty 2545.146570 = -203429.444556
  nChanged 20
		SP:Iteration 50Q (173680.210000 sec): 3 clusters
  Score: Raw -205985.986199 + Penalty 2545.146570 = -203440.839629
  nChanged 18
		SP:Iteration 51Q (173680.260000 sec): 3 clusters
  Score: Raw -205996.038134 + Penalty 2545.146570 = -203450.891564
  nChanged 16
		SP:Iteration 52Q (173680.310000 sec): 3 clusters
  Score: Raw -206005.558560 + Penalty 2545.146570 = -203460.411990
  nChanged 12
		SP:Iteration 53Q (173680.360000 sec): 3 clusters
  Score: Raw -206009.890486 + Penalty 2545.146570 = -203464.743916
  nChanged 6
		SP:Iteration 54Q (173680.410000 sec): 3 clusters
  Score: Raw -206012.079887 + Penalty 2545.146570 = -203466.933317
  nChanged 5
		SP:Iteration 55Q (173680.460000 sec): 3 clusters
  Score: Raw -206013.752676 + Penalty 2545.146570 = -203468.606106
  nChanged 6
		SP:Iteration 56Q (173680.510000 sec): 3 clusters
  Score: Raw -206016.527535 + Penalty 2545.146570 = -203471.380965
  nChanged 6
		SP:Iteration 57Q (173680.660000 sec): 3 clusters
  Score: Raw -206019.100666 + Penalty 2545.146570 = -203473.954097
  nChanged 5
		SP:Iteration 58Q (173680.840000 sec): 3 clusters
  Score: Raw -206020.685291 + Penalty 2545.146570 = -203475.538722
  nChanged 2
		SP:Iteration 59Q (173681.020000 sec): 3 clusters
  Score: Raw -206021.691249 + Penalty 2545.146570 = -203476.544680
  nChanged 3
		SP:Iteration 60F (173681.190000 sec): 3 clusters
  Score: Raw -206022.738430 + Penalty 2545.146570 = -203477.591861
  nChanged 3
		SP:Iteration 61Q (173681.300000 sec): 3 clusters
  Score: Raw -206023.516899 + Penalty 2545.146570 = -203478.370330
  nChanged 1
		SP:Iteration 62Q (173681.350000 sec): 3 clusters
  Score: Raw -206023.709886 + Penalty 2545.146570 = -203478.563316
  nChanged 1
		SP:Iteration 63Q (173681.500000 sec): 3 clusters
  Score: Raw -206023.925422 + Penalty 2545.146570 = -203478.778852
  nChanged 2
		SP:Iteration 64Q (173681.680000 sec): 3 clusters
  Score: Raw -206024.350143 + Penalty 2545.146570 = -203479.203573
  nChanged 2
		SP:Iteration 65Q (173681.840000 sec): 3 clusters
  Score: Raw -206024.531979 + Penalty 2545.146570 = -203479.385409
  nChanged 1
		SP:Iteration 66Q (173682.030000 sec): 3 clusters
  Score: Raw -206024.789189 + Penalty 2545.146570 = -203479.642619
  nChanged 2
		SP:Iteration 67Q (173682.200000 sec): 3 clusters
  Score: Raw -206025.000016 + Penalty 2545.146570 = -203479.853446
  nChanged 0
		SP:Iteration 68F (173682.380000 sec): 3 clusters
  Score: Raw -206025.000016 + Penalty 2545.146570 = -203479.853446
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (3023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173682.450000 sec): 2 clusters
  Score: Raw -239762.220477 + Penalty 1302.275812 = -238459.944665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173682.630000 sec): 3 clusters
  Score: Raw -238330.783650 + Penalty 2604.551623 = -235726.232027
  nChanged 1191
		SP:Iteration 1F (173682.800000 sec): 3 clusters
  Score: Raw -239215.231531 + Penalty 2604.551623 = -236610.679908
  nChanged 250
		SP:Iteration 2F (173682.980000 sec): 3 clusters
  Score: Raw -239427.711384 + Penalty 2604.551623 = -236823.159760
  nChanged 187
		SP:Iteration 3F (173683.160000 sec): 3 clusters
  Score: Raw -239577.140058 + Penalty 2604.551623 = -236972.588434
  nChanged 158
		SP:Iteration 4F (173683.330000 sec): 3 clusters
  Score: Raw -239705.752915 + Penalty 2604.551623 = -237101.201292
  nChanged 121
		SP:Iteration 5Q (173683.510000 sec): 3 clusters
  Score: Raw -239801.407567 + Penalty 2604.551623 = -237196.855943
  nChanged 115
		SP:Iteration 6Q (173683.680000 sec): 3 clusters
  Score: Raw -239891.661495 + Penalty 2604.551623 = -237287.109871
  nChanged 84
		SP:Iteration 7Q (173683.860000 sec): 3 clusters
  Score: Raw -239959.834653 + Penalty 2604.551623 = -237355.283029
  nChanged 70
		SP:Iteration 8Q (173684.040000 sec): 3 clusters
  Score: Raw -240008.013165 + Penalty 2604.551623 = -237403.461541
  nChanged 61
		SP:Iteration 9Q (173684.210000 sec): 3 clusters
  Score: Raw -240049.580506 + Penalty 2604.551623 = -237445.028883
  nChanged 66
		SP:Iteration 10Q (173684.390000 sec): 3 clusters
  Score: Raw -240099.755832 + Penalty 2604.551623 = -237495.204209
  nChanged 68
		SP:Iteration 11Q (173684.560000 sec): 3 clusters
  Score: Raw -240140.412061 + Penalty 2604.551623 = -237535.860438
  nChanged 56
		SP:Iteration 12Q (173684.740000 sec): 3 clusters
  Score: Raw -240183.290408 + Penalty 2604.551623 = -237578.738785
  nChanged 55
		SP:Iteration 13Q (173684.920000 sec): 3 clusters
  Score: Raw -240215.259740 + Penalty 2604.551623 = -237610.708117
  nChanged 35
		SP:Iteration 14Q (173685.090000 sec): 3 clusters
  Score: Raw -240235.352789 + Penalty 2604.551623 = -237630.801166
  nChanged 30
		SP:Iteration 15Q (173685.270000 sec): 3 clusters
  Score: Raw -240250.108421 + Penalty 2604.551623 = -237645.556798
  nChanged 21
		SP:Iteration 16Q (173685.440000 sec): 3 clusters
  Score: Raw -240256.767597 + Penalty 2604.551623 = -237652.215974
  nChanged 11
		SP:Iteration 17Q (173685.620000 sec): 3 clusters
  Score: Raw -240260.242190 + Penalty 2604.551623 = -237655.690566
  nChanged 13
		SP:Iteration 18Q (173685.770000 sec): 3 clusters
  Score: Raw -240264.353168 + Penalty 2604.551623 = -237659.801544
  nChanged 6
		SP:Iteration 19Q (173685.830000 sec): 3 clusters
  Score: Raw -240266.025848 + Penalty 2604.551623 = -237661.474225
  nChanged 3
		SP:Iteration 20F (173685.890000 sec): 3 clusters
  Score: Raw -240266.913661 + Penalty 2604.551623 = -237662.362038
  nChanged 3
		SP:Iteration 21Q (173685.950000 sec): 3 clusters
  Score: Raw -240268.408711 + Penalty 2604.551623 = -237663.857087
  nChanged 2
		SP:Iteration 22Q (173686.000000 sec): 3 clusters
  Score: Raw -240268.958266 + Penalty 2604.551623 = -237664.406642
  nChanged 0
		SP:Iteration 23F (173686.060000 sec): 3 clusters
  Score: Raw -240268.958266 + Penalty 2604.551623 = -237664.406642
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (7889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173686.190000 sec): 2 clusters
  Score: Raw -684677.593280 + Penalty 1458.149008 = -683219.444273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173686.410000 sec): 3 clusters
  Score: Raw -680424.523361 + Penalty 2916.298016 = -677508.225346
  nChanged 3315
		SP:Iteration 1F (173686.610000 sec): 3 clusters
  Score: Raw -682466.356628 + Penalty 2916.298016 = -679550.058613
  nChanged 719
		SP:Iteration 2F (173686.800000 sec): 3 clusters
  Score: Raw -683102.339133 + Penalty 2916.298016 = -680186.041117
  nChanged 681
		SP:Iteration 3F (173687.000000 sec): 3 clusters
  Score: Raw -683678.662547 + Penalty 2916.298016 = -680762.364531
  nChanged 581
		SP:Iteration 4F (173687.120000 sec): 3 clusters
  Score: Raw -684182.658276 + Penalty 2916.298016 = -681266.360261
  nChanged 506
		SP:Iteration 5F (173687.240000 sec): 3 clusters
  Score: Raw -684561.719484 + Penalty 2916.298016 = -681645.421469
  nChanged 353
		SP:Iteration 6Q (173687.350000 sec): 3 clusters
  Score: Raw -684802.184494 + Penalty 2916.298016 = -681885.886479
  nChanged 269
		SP:Iteration 7Q (173687.470000 sec): 3 clusters
  Score: Raw -684978.148296 + Penalty 2916.298016 = -682061.850280
  nChanged 212
		SP:Iteration 8Q (173687.580000 sec): 3 clusters
  Score: Raw -685108.918387 + Penalty 2916.298016 = -682192.620372
  nChanged 166
		SP:Iteration 9Q (173687.700000 sec): 3 clusters
  Score: Raw -685195.976633 + Penalty 2916.298016 = -682279.678618
  nChanged 127
		SP:Iteration 10Q (173687.920000 sec): 3 clusters
  Score: Raw -685250.826539 + Penalty 2916.298016 = -682334.528523
  nChanged 87
		SP:Iteration 11Q (173688.080000 sec): 3 clusters
  Score: Raw -685289.236296 + Penalty 2916.298016 = -682372.938281
  nChanged 76
		SP:Iteration 12Q (173688.270000 sec): 3 clusters
  Score: Raw -685323.941345 + Penalty 2916.298016 = -682407.643329
  nChanged 86
		SP:Iteration 13Q (173688.470000 sec): 3 clusters
  Score: Raw -685362.174622 + Penalty 2916.298016 = -682445.876607
  nChanged 75
		SP:Iteration 14Q (173688.670000 sec): 3 clusters
  Score: Raw -685398.505811 + Penalty 2916.298016 = -682482.207796
  nChanged 68
		SP:Iteration 15Q (173688.860000 sec): 3 clusters
  Score: Raw -685434.562471 + Penalty 2916.298016 = -682518.264456
  nChanged 72
		SP:Iteration 16Q (173689.020000 sec): 3 clusters
  Score: Raw -685467.485136 + Penalty 2916.298016 = -682551.187121
  nChanged 74
		SP:Iteration 17Q (173689.220000 sec): 3 clusters
  Score: Raw -685495.854043 + Penalty 2916.298016 = -682579.556027
  nChanged 57
		SP:Iteration 18Q (173689.420000 sec): 3 clusters
  Score: Raw -685518.082147 + Penalty 2916.298016 = -682601.784132
  nChanged 54
		SP:Iteration 19Q (173689.610000 sec): 3 clusters
  Score: Raw -685540.295274 + Penalty 2916.298016 = -682623.997259
  nChanged 38
		SP:Iteration 20F (173689.810000 sec): 3 clusters
  Score: Raw -685554.233478 + Penalty 2916.298016 = -682637.935463
  nChanged 50
		SP:Iteration 21Q (173690.010000 sec): 3 clusters
  Score: Raw -685570.952678 + Penalty 2916.298016 = -682654.654662
  nChanged 38
		SP:Iteration 22Q (173690.210000 sec): 3 clusters
  Score: Raw -685586.378527 + Penalty 2916.298016 = -682670.080511
  nChanged 32
		SP:Iteration 23Q (173690.410000 sec): 3 clusters
  Score: Raw -685600.610741 + Penalty 2916.298016 = -682684.312725
  nChanged 27
		SP:Iteration 24Q (173690.600000 sec): 3 clusters
  Score: Raw -685607.489090 + Penalty 2916.298016 = -682691.191074
  nChanged 20
		SP:Iteration 25Q (173690.800000 sec): 3 clusters
  Score: Raw -685611.757524 + Penalty 2916.298016 = -682695.459508
  nChanged 13
		SP:Iteration 26Q (173691.000000 sec): 3 clusters
  Score: Raw -685614.292532 + Penalty 2916.298016 = -682697.994517
  nChanged 8
		SP:Iteration 27Q (173691.200000 sec): 3 clusters
  Score: Raw -685615.764373 + Penalty 2916.298016 = -682699.466358
  nChanged 5
		SP:Iteration 28Q (173691.400000 sec): 3 clusters
  Score: Raw -685616.412101 + Penalty 2916.298016 = -682700.114085
  nChanged 5
		SP:Iteration 29Q (173691.600000 sec): 3 clusters
  Score: Raw -685617.479835 + Penalty 2916.298016 = -682701.181820
  nChanged 4
		SP:Iteration 30Q (173691.790000 sec): 3 clusters
  Score: Raw -685618.122613 + Penalty 2916.298016 = -682701.824597
  nChanged 5
		SP:Iteration 31Q (173691.990000 sec): 3 clusters
  Score: Raw -685618.666750 + Penalty 2916.298016 = -682702.368734
  nChanged 5
		SP:Iteration 32Q (173692.190000 sec): 3 clusters
  Score: Raw -685620.199041 + Penalty 2916.298016 = -682703.901026
  nChanged 10
		SP:Iteration 33Q (173692.390000 sec): 3 clusters
  Score: Raw -685623.321834 + Penalty 2916.298016 = -682707.023819
  nChanged 17
		SP:Iteration 34Q (173692.590000 sec): 3 clusters
  Score: Raw -685628.870054 + Penalty 2916.298016 = -682712.572039
  nChanged 15
		SP:Iteration 35Q (173692.790000 sec): 3 clusters
  Score: Raw -685633.074669 + Penalty 2916.298016 = -682716.776654
  nChanged 13
		SP:Iteration 36Q (173692.900000 sec): 3 clusters
  Score: Raw -685636.861984 + Penalty 2916.298016 = -682720.563968
  nChanged 17
		SP:Iteration 37Q (173693.010000 sec): 3 clusters
  Score: Raw -685642.110727 + Penalty 2916.298016 = -682725.812712
  nChanged 16
		SP:Iteration 38Q (173693.120000 sec): 3 clusters
  Score: Raw -685645.401555 + Penalty 2916.298016 = -682729.103539
  nChanged 15
		SP:Iteration 39Q (173693.230000 sec): 3 clusters
  Score: Raw -685651.128166 + Penalty 2916.298016 = -682734.830150
  nChanged 19
		SP:Iteration 40F (173693.450000 sec): 3 clusters
  Score: Raw -685655.118816 + Penalty 2916.298016 = -682738.820800
  nChanged 17
		SP:Iteration 41Q (173693.650000 sec): 3 clusters
  Score: Raw -685658.738594 + Penalty 2916.298016 = -682742.440578
  nChanged 13
		SP:Iteration 42Q (173693.860000 sec): 3 clusters
  Score: Raw -685661.784991 + Penalty 2916.298016 = -682745.486976
  nChanged 13
		SP:Iteration 43Q (173694.050000 sec): 3 clusters
  Score: Raw -685664.669856 + Penalty 2916.298016 = -682748.371840
  nChanged 10
		SP:Iteration 44Q (173694.250000 sec): 3 clusters
  Score: Raw -685666.584249 + Penalty 2916.298016 = -682750.286234
  nChanged 4
		SP:Iteration 45Q (173694.450000 sec): 3 clusters
  Score: Raw -685667.247166 + Penalty 2916.298016 = -682750.949151
  nChanged 3
		SP:Iteration 46Q (173694.650000 sec): 3 clusters
  Score: Raw -685667.896487 + Penalty 2916.298016 = -682751.598471
  nChanged 5
		SP:Iteration 47Q (173694.840000 sec): 3 clusters
  Score: Raw -685669.310576 + Penalty 2916.298016 = -682753.012560
  nChanged 5
		SP:Iteration 48Q (173695.040000 sec): 3 clusters
  Score: Raw -685671.380888 + Penalty 2916.298016 = -682755.082873
  nChanged 8
		SP:Iteration 49Q (173695.240000 sec): 3 clusters
  Score: Raw -685673.712517 + Penalty 2916.298016 = -682757.414501
  nChanged 8
		SP:Iteration 50Q (173695.440000 sec): 3 clusters
  Score: Raw -685675.322148 + Penalty 2916.298016 = -682759.024132
  nChanged 4
		SP:Iteration 51Q (173695.640000 sec): 3 clusters
  Score: Raw -685676.129369 + Penalty 2916.298016 = -682759.831354
  nChanged 3
		SP:Iteration 52Q (173695.840000 sec): 3 clusters
  Score: Raw -685677.076954 + Penalty 2916.298016 = -682760.778938
  nChanged 5
		SP:Iteration 53Q (173696.040000 sec): 3 clusters
  Score: Raw -685678.399746 + Penalty 2916.298016 = -682762.101731
  nChanged 5
		SP:Iteration 54Q (173696.230000 sec): 3 clusters
  Score: Raw -685679.332604 + Penalty 2916.298016 = -682763.034589
  nChanged 2
		SP:Iteration 55Q (173696.430000 sec): 3 clusters
  Score: Raw -685679.592391 + Penalty 2916.298016 = -682763.294375
  nChanged 2
		SP:Iteration 56Q (173696.630000 sec): 3 clusters
  Score: Raw -685679.857538 + Penalty 2916.298016 = -682763.559522
  nChanged 1
		SP:Iteration 57Q (173696.830000 sec): 3 clusters
  Score: Raw -685679.951831 + Penalty 2916.298016 = -682763.653816
  nChanged 1
		SP:Iteration 58Q (173697.020000 sec): 3 clusters
  Score: Raw -685680.227108 + Penalty 2916.298016 = -682763.929093
  nChanged 1
		SP:Iteration 59Q (173697.210000 sec): 3 clusters
  Score: Raw -685680.433700 + Penalty 2916.298016 = -682764.135685
  nChanged 0
		SP:Iteration 60F (173697.320000 sec): 3 clusters
  Score: Raw -685680.433700 + Penalty 2916.298016 = -682764.135685
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173697.430000 sec): 2 clusters
  Score: Raw -372488.089791 + Penalty 1365.034098 = -371123.055693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173697.660000 sec): 3 clusters
  Score: Raw -370311.958426 + Penalty 2730.068197 = -367581.890229
  nChanged 1752
		SP:Iteration 1F (173697.810000 sec): 3 clusters
  Score: Raw -371609.793335 + Penalty 2730.068197 = -368879.725138
  nChanged 482
		SP:Iteration 2F (173698.040000 sec): 3 clusters
  Score: Raw -372166.647064 + Penalty 2730.068197 = -369436.578868
  nChanged 440
		SP:Iteration 3F (173698.190000 sec): 3 clusters
  Score: Raw -372715.074820 + Penalty 2730.068197 = -369985.006624
  nChanged 334
		SP:Iteration 4F (173698.420000 sec): 3 clusters
  Score: Raw -373020.917538 + Penalty 2730.068197 = -370290.849342
  nChanged 202
		SP:Iteration 5Q (173698.560000 sec): 3 clusters
  Score: Raw -373153.733332 + Penalty 2730.068197 = -370423.665135
  nChanged 111
		SP:Iteration 6Q (173698.740000 sec): 3 clusters
  Score: Raw -373217.456033 + Penalty 2730.068197 = -370487.387836
  nChanged 77
		SP:Iteration 7Q (173698.910000 sec): 3 clusters
  Score: Raw -373253.485159 + Penalty 2730.068197 = -370523.416962
  nChanged 53
		SP:Iteration 8Q (173699.090000 sec): 3 clusters
  Score: Raw -373275.955725 + Penalty 2730.068197 = -370545.887528
  nChanged 34
		SP:Iteration 9Q (173699.260000 sec): 3 clusters
  Score: Raw -373288.872746 + Penalty 2730.068197 = -370558.804549
  nChanged 23
		SP:Iteration 10Q (173699.440000 sec): 3 clusters
  Score: Raw -373297.200747 + Penalty 2730.068197 = -370567.132550
  nChanged 18
		SP:Iteration 11Q (173699.620000 sec): 3 clusters
  Score: Raw -373302.616500 + Penalty 2730.068197 = -370572.548303
  nChanged 10
		SP:Iteration 12Q (173699.790000 sec): 3 clusters
  Score: Raw -373305.462316 + Penalty 2730.068197 = -370575.394119
  nChanged 11
		SP:Iteration 13Q (173700.010000 sec): 3 clusters
  Score: Raw -373310.647151 + Penalty 2730.068197 = -370580.578955
  nChanged 13
		SP:Iteration 14Q (173700.160000 sec): 3 clusters
  Score: Raw -373315.192355 + Penalty 2730.068197 = -370585.124159
  nChanged 12
		SP:Iteration 15Q (173700.380000 sec): 3 clusters
  Score: Raw -373318.369938 + Penalty 2730.068197 = -370588.301741
  nChanged 5
		SP:Iteration 16Q (173700.530000 sec): 3 clusters
  Score: Raw -373319.435449 + Penalty 2730.068197 = -370589.367253
  nChanged 4
		SP:Iteration 17Q (173700.760000 sec): 3 clusters
  Score: Raw -373320.206448 + Penalty 2730.068197 = -370590.138251
  nChanged 5
		SP:Iteration 18Q (173700.930000 sec): 3 clusters
  Score: Raw -373321.545214 + Penalty 2730.068197 = -370591.477017
  nChanged 3
		SP:Iteration 19Q (173701.130000 sec): 3 clusters
  Score: Raw -373322.164470 + Penalty 2730.068197 = -370592.096274
  nChanged 1
		SP:Iteration 20F (173701.220000 sec): 3 clusters
  Score: Raw -373322.590055 + Penalty 2730.068197 = -370592.521858
  nChanged 4
		SP:Iteration 21Q (173701.310000 sec): 3 clusters
  Score: Raw -373323.253534 + Penalty 2730.068197 = -370593.185337
  nChanged 3
		SP:Iteration 22Q (173701.390000 sec): 3 clusters
  Score: Raw -373323.735382 + Penalty 2730.068197 = -370593.667186
  nChanged 2
		SP:Iteration 23Q (173701.470000 sec): 3 clusters
  Score: Raw -373324.117391 + Penalty 2730.068197 = -370594.049194
  nChanged 0
		SP:Iteration 24F (173701.560000 sec): 3 clusters
  Score: Raw -373324.117391 + Penalty 2730.068197 = -370594.049194
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173701.620000 sec): 2 clusters
  Score: Raw -231414.988328 + Penalty 1271.017008 = -230143.971320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173701.660000 sec): 3 clusters
  Score: Raw -230309.523204 + Penalty 2542.034016 = -227767.489188
  nChanged 927
		SP:Iteration 1F (173701.710000 sec): 3 clusters
  Score: Raw -230815.381591 + Penalty 2542.034016 = -228273.347575
  nChanged 186
		SP:Iteration 2F (173701.760000 sec): 3 clusters
  Score: Raw -230925.749017 + Penalty 2542.034016 = -228383.715001
  nChanged 123
		SP:Iteration 3Q (173701.810000 sec): 3 clusters
  Score: Raw -231018.892430 + Penalty 2542.034016 = -228476.858414
  nChanged 114
		SP:Iteration 4Q (173701.860000 sec): 3 clusters
  Score: Raw -231101.062764 + Penalty 2542.034016 = -228559.028748
  nChanged 112
		SP:Iteration 5Q (173701.910000 sec): 3 clusters
  Score: Raw -231184.292970 + Penalty 2542.034016 = -228642.258954
  nChanged 122
		SP:Iteration 6Q (173701.960000 sec): 3 clusters
  Score: Raw -231273.475572 + Penalty 2542.034016 = -228731.441556
  nChanged 100
		SP:Iteration 7Q (173702.010000 sec): 3 clusters
  Score: Raw -231363.853571 + Penalty 2542.034016 = -228821.819555
  nChanged 108
		SP:Iteration 8Q (173702.050000 sec): 3 clusters
  Score: Raw -231457.646261 + Penalty 2542.034016 = -228915.612245
  nChanged 93
		SP:Iteration 9Q (173702.110000 sec): 3 clusters
  Score: Raw -231531.857210 + Penalty 2542.034016 = -228989.823194
  nChanged 74
		SP:Iteration 10Q (173702.150000 sec): 3 clusters
  Score: Raw -231597.808077 + Penalty 2542.034016 = -229055.774061
  nChanged 65
		SP:Iteration 11Q (173702.200000 sec): 3 clusters
  Score: Raw -231650.595638 + Penalty 2542.034016 = -229108.561622
  nChanged 53
		SP:Iteration 12Q (173702.250000 sec): 3 clusters
  Score: Raw -231694.194646 + Penalty 2542.034016 = -229152.160630
  nChanged 51
		SP:Iteration 13Q (173702.300000 sec): 3 clusters
  Score: Raw -231732.175804 + Penalty 2542.034016 = -229190.141788
  nChanged 33
		SP:Iteration 14Q (173702.350000 sec): 3 clusters
  Score: Raw -231759.114231 + Penalty 2542.034016 = -229217.080215
  nChanged 39
		SP:Iteration 15Q (173702.400000 sec): 3 clusters
  Score: Raw -231786.428287 + Penalty 2542.034016 = -229244.394271
  nChanged 30
		SP:Iteration 16Q (173702.440000 sec): 3 clusters
  Score: Raw -231811.363212 + Penalty 2542.034016 = -229269.329196
  nChanged 39
		SP:Iteration 17Q (173702.490000 sec): 3 clusters
  Score: Raw -231842.123799 + Penalty 2542.034016 = -229300.089783
  nChanged 27
		SP:Iteration 18Q (173702.540000 sec): 3 clusters
  Score: Raw -231861.769002 + Penalty 2542.034016 = -229319.734986
  nChanged 15
		SP:Iteration 19Q (173702.590000 sec): 3 clusters
  Score: Raw -231872.557001 + Penalty 2542.034016 = -229330.522985
  nChanged 15
		SP:Iteration 20F (173702.640000 sec): 3 clusters
  Score: Raw -231881.142415 + Penalty 2542.034016 = -229339.108399
  nChanged 11
		SP:Iteration 21Q (173702.690000 sec): 3 clusters
  Score: Raw -231887.916268 + Penalty 2542.034016 = -229345.882252
  nChanged 12
		SP:Iteration 22Q (173702.730000 sec): 3 clusters
  Score: Raw -231894.140953 + Penalty 2542.034016 = -229352.106937
  nChanged 11
		SP:Iteration 23Q (173702.790000 sec): 3 clusters
  Score: Raw -231900.124416 + Penalty 2542.034016 = -229358.090400
  nChanged 10
		SP:Iteration 24Q (173702.830000 sec): 3 clusters
  Score: Raw -231904.936530 + Penalty 2542.034016 = -229362.902514
  nChanged 8
		SP:Iteration 25Q (173702.880000 sec): 3 clusters
  Score: Raw -231909.004111 + Penalty 2542.034016 = -229366.970095
  nChanged 8
		SP:Iteration 26Q (173702.930000 sec): 3 clusters
  Score: Raw -231913.448385 + Penalty 2542.034016 = -229371.414369
  nChanged 10
		SP:Iteration 27Q (173702.980000 sec): 3 clusters
  Score: Raw -231918.769805 + Penalty 2542.034016 = -229376.735789
  nChanged 13
		SP:Iteration 28Q (173703.030000 sec): 3 clusters
  Score: Raw -231926.556503 + Penalty 2542.034016 = -229384.522487
  nChanged 11
		SP:Iteration 29Q (173703.080000 sec): 3 clusters
  Score: Raw -231936.047563 + Penalty 2542.034016 = -229394.013547
  nChanged 11
		SP:Iteration 30Q (173703.130000 sec): 3 clusters
  Score: Raw -231945.253520 + Penalty 2542.034016 = -229403.219504
  nChanged 10
		SP:Iteration 31Q (173703.270000 sec): 3 clusters
  Score: Raw -231951.258822 + Penalty 2542.034016 = -229409.224806
  nChanged 5
		SP:Iteration 32Q (173703.430000 sec): 3 clusters
  Score: Raw -231955.279755 + Penalty 2542.034016 = -229413.245739
  nChanged 10
		SP:Iteration 33Q (173703.600000 sec): 3 clusters
  Score: Raw -231963.736759 + Penalty 2542.034016 = -229421.702743
  nChanged 11
		SP:Iteration 34Q (173703.780000 sec): 3 clusters
  Score: Raw -231973.311066 + Penalty 2542.034016 = -229431.277050
  nChanged 13
		SP:Iteration 35Q (173703.960000 sec): 3 clusters
  Score: Raw -231980.157913 + Penalty 2542.034016 = -229438.123897
  nChanged 14
		SP:Iteration 36Q (173704.130000 sec): 3 clusters
  Score: Raw -231988.909864 + Penalty 2542.034016 = -229446.875848
  nChanged 6
		SP:Iteration 37Q (173704.310000 sec): 3 clusters
  Score: Raw -231992.006826 + Penalty 2542.034016 = -229449.972810
  nChanged 5
		SP:Iteration 38Q (173704.480000 sec): 3 clusters
  Score: Raw -231994.412618 + Penalty 2542.034016 = -229452.378602
  nChanged 6
		SP:Iteration 39Q (173704.660000 sec): 3 clusters
  Score: Raw -231996.857631 + Penalty 2542.034016 = -229454.823614
  nChanged 5
		SP:Iteration 40F (173704.840000 sec): 3 clusters
  Score: Raw -232000.050677 + Penalty 2542.034016 = -229458.016661
  nChanged 7
		SP:Iteration 41Q (173705.010000 sec): 3 clusters
  Score: Raw -232004.558422 + Penalty 2542.034016 = -229462.524406
  nChanged 8
		SP:Iteration 42Q (173705.190000 sec): 3 clusters
  Score: Raw -232008.273164 + Penalty 2542.034016 = -229466.239148
  nChanged 2
		SP:Iteration 43Q (173705.360000 sec): 3 clusters
  Score: Raw -232009.216714 + Penalty 2542.034016 = -229467.182698
  nChanged 3
		SP:Iteration 44Q (173705.540000 sec): 3 clusters
  Score: Raw -232010.778867 + Penalty 2542.034016 = -229468.744851
  nChanged 3
		SP:Iteration 45Q (173705.720000 sec): 3 clusters
  Score: Raw -232012.095137 + Penalty 2542.034016 = -229470.061121
  nChanged 1
		SP:Iteration 46Q (173705.890000 sec): 3 clusters
  Score: Raw -232012.439988 + Penalty 2542.034016 = -229470.405972
  nChanged 0
		SP:Iteration 47F (173706.070000 sec): 3 clusters
  Score: Raw -232012.439988 + Penalty 2542.034016 = -229470.405972
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (6378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173706.190000 sec): 2 clusters
  Score: Raw -622656.899504 + Penalty 1423.599100 = -621233.300404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173706.410000 sec): 3 clusters
  Score: Raw -619250.781664 + Penalty 2847.198200 = -616403.583464
  nChanged 2643
		SP:Iteration 1F (173706.570000 sec): 3 clusters
  Score: Raw -620737.100037 + Penalty 2847.198200 = -617889.901836
  nChanged 499
		SP:Iteration 2F (173706.730000 sec): 3 clusters
  Score: Raw -621056.901529 + Penalty 2847.198200 = -618209.703329
  nChanged 437
		SP:Iteration 3F (173706.900000 sec): 3 clusters
  Score: Raw -621358.612001 + Penalty 2847.198200 = -618511.413801
  nChanged 392
		SP:Iteration 4F (173707.060000 sec): 3 clusters
  Score: Raw -621608.710844 + Penalty 2847.198200 = -618761.512644
  nChanged 340
		SP:Iteration 5F (173707.230000 sec): 3 clusters
  Score: Raw -621804.726184 + Penalty 2847.198200 = -618957.527983
  nChanged 299
		SP:Iteration 6Q (173707.390000 sec): 3 clusters
  Score: Raw -621973.789588 + Penalty 2847.198200 = -619126.591387
  nChanged 264
		SP:Iteration 7Q (173707.600000 sec): 3 clusters
  Score: Raw -622112.710830 + Penalty 2847.198200 = -619265.512629
  nChanged 184
		SP:Iteration 8Q (173707.770000 sec): 3 clusters
  Score: Raw -622202.855289 + Penalty 2847.198200 = -619355.657088
  nChanged 142
		SP:Iteration 9Q (173707.870000 sec): 3 clusters
  Score: Raw -622260.628922 + Penalty 2847.198200 = -619413.430722
  nChanged 111
		SP:Iteration 10Q (173708.050000 sec): 3 clusters
  Score: Raw -622309.278451 + Penalty 2847.198200 = -619462.080251
  nChanged 96
		SP:Iteration 11Q (173708.260000 sec): 3 clusters
  Score: Raw -622347.324927 + Penalty 2847.198200 = -619500.126726
  nChanged 72
		SP:Iteration 12Q (173708.430000 sec): 3 clusters
  Score: Raw -622377.672118 + Penalty 2847.198200 = -619530.473918
  nChanged 67
		SP:Iteration 13Q (173708.610000 sec): 3 clusters
  Score: Raw -622404.824938 + Penalty 2847.198200 = -619557.626737
  nChanged 52
		SP:Iteration 14Q (173708.820000 sec): 3 clusters
  Score: Raw -622424.141543 + Penalty 2847.198200 = -619576.943342
  nChanged 48
		SP:Iteration 15Q (173708.990000 sec): 3 clusters
  Score: Raw -622444.517122 + Penalty 2847.198200 = -619597.318921
  nChanged 47
		SP:Iteration 16Q (173709.150000 sec): 3 clusters
  Score: Raw -622463.397981 + Penalty 2847.198200 = -619616.199780
  nChanged 45
		SP:Iteration 17Q (173709.320000 sec): 3 clusters
  Score: Raw -622484.033633 + Penalty 2847.198200 = -619636.835432
  nChanged 47
		SP:Iteration 18Q (173709.480000 sec): 3 clusters
  Score: Raw -622507.862157 + Penalty 2847.198200 = -619660.663956
  nChanged 46
		SP:Iteration 19Q (173709.640000 sec): 3 clusters
  Score: Raw -622531.950567 + Penalty 2847.198200 = -619684.752367
  nChanged 52
		SP:Iteration 20F (173709.810000 sec): 3 clusters
  Score: Raw -622554.681614 + Penalty 2847.198200 = -619707.483413
  nChanged 36
		SP:Iteration 21Q (173709.970000 sec): 3 clusters
  Score: Raw -622570.440251 + Penalty 2847.198200 = -619723.242050
  nChanged 32
		SP:Iteration 22Q (173710.140000 sec): 3 clusters
  Score: Raw -622586.174622 + Penalty 2847.198200 = -619738.976421
  nChanged 30
		SP:Iteration 23Q (173710.300000 sec): 3 clusters
  Score: Raw -622602.519574 + Penalty 2847.198200 = -619755.321374
  nChanged 35
		SP:Iteration 24Q (173710.470000 sec): 3 clusters
  Score: Raw -622623.539288 + Penalty 2847.198200 = -619776.341088
  nChanged 39
		SP:Iteration 25Q (173710.640000 sec): 3 clusters
  Score: Raw -622645.983702 + Penalty 2847.198200 = -619798.785501
  nChanged 44
		SP:Iteration 26Q (173710.800000 sec): 3 clusters
  Score: Raw -622672.047875 + Penalty 2847.198200 = -619824.849674
  nChanged 35
		SP:Iteration 27Q (173710.970000 sec): 3 clusters
  Score: Raw -622692.634743 + Penalty 2847.198200 = -619845.436543
  nChanged 34
		SP:Iteration 28Q (173711.150000 sec): 3 clusters
  Score: Raw -622712.730506 + Penalty 2847.198200 = -619865.532305
  nChanged 32
		SP:Iteration 29Q (173711.310000 sec): 3 clusters
  Score: Raw -622733.608400 + Penalty 2847.198200 = -619886.410200
  nChanged 28
		SP:Iteration 30Q (173711.480000 sec): 3 clusters
  Score: Raw -622753.965251 + Penalty 2847.198200 = -619906.767051
  nChanged 25
		SP:Iteration 31Q (173711.650000 sec): 3 clusters
  Score: Raw -622769.307694 + Penalty 2847.198200 = -619922.109493
  nChanged 14
		SP:Iteration 32Q (173711.810000 sec): 3 clusters
  Score: Raw -622776.228757 + Penalty 2847.198200 = -619929.030557
  nChanged 13
		SP:Iteration 33Q (173711.980000 sec): 3 clusters
  Score: Raw -622785.353066 + Penalty 2847.198200 = -619938.154866
  nChanged 15
		SP:Iteration 34Q (173712.120000 sec): 3 clusters
  Score: Raw -622796.012460 + Penalty 2847.198200 = -619948.814260
  nChanged 11
		SP:Iteration 35Q (173712.320000 sec): 3 clusters
  Score: Raw -622801.095690 + Penalty 2847.198200 = -619953.897490
  nChanged 5
		SP:Iteration 36Q (173712.520000 sec): 3 clusters
  Score: Raw -622804.874070 + Penalty 2847.198200 = -619957.675869
  nChanged 7
		SP:Iteration 37Q (173712.600000 sec): 3 clusters
  Score: Raw -622807.837538 + Penalty 2847.198200 = -619960.639338
  nChanged 7
		SP:Iteration 38Q (173712.710000 sec): 3 clusters
  Score: Raw -622811.436527 + Penalty 2847.198200 = -619964.238327
  nChanged 1
		SP:Iteration 39Q (173712.800000 sec): 3 clusters
  Score: Raw -622811.581377 + Penalty 2847.198200 = -619964.383177
  nChanged 0
		SP:Iteration 40F (173713.000000 sec): 3 clusters
  Score: Raw -622811.581377 + Penalty 2847.198200 = -619964.383177
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173713.110000 sec): 2 clusters
  Score: Raw -59625.732303 + Penalty 1115.028093 = -58510.704210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173713.260000 sec): 3 clusters
  Score: Raw -59350.914699 + Penalty 2230.056186 = -57120.858514
  nChanged 323
		SP:Iteration 1F (173713.390000 sec): 3 clusters
  Score: Raw -59733.666044 + Penalty 2230.056186 = -57503.609858
  nChanged 83
		SP:Iteration 2F (173713.570000 sec): 3 clusters
  Score: Raw -59864.625431 + Penalty 2230.056186 = -57634.569246
  nChanged 60
		SP:Iteration 3F (173713.740000 sec): 3 clusters
  Score: Raw -59962.909810 + Penalty 2230.056186 = -57732.853624
  nChanged 41
		SP:Iteration 4Q (173713.920000 sec): 3 clusters
  Score: Raw -60022.377523 + Penalty 2230.056186 = -57792.321338
  nChanged 31
		SP:Iteration 5Q (173714.100000 sec): 3 clusters
  Score: Raw -60058.230529 + Penalty 2230.056186 = -57828.174343
  nChanged 26
		SP:Iteration 6Q (173714.270000 sec): 3 clusters
  Score: Raw -60096.246961 + Penalty 2230.056186 = -57866.190775
  nChanged 21
		SP:Iteration 7Q (173714.450000 sec): 3 clusters
  Score: Raw -60122.573143 + Penalty 2230.056186 = -57892.516958
  nChanged 11
		SP:Iteration 8Q (173714.540000 sec): 3 clusters
  Score: Raw -60133.608633 + Penalty 2230.056186 = -57903.552447
  nChanged 7
		SP:Iteration 9Q (173714.560000 sec): 3 clusters
  Score: Raw -60142.432002 + Penalty 2230.056186 = -57912.375816
  nChanged 2
		SP:Iteration 10Q (173714.580000 sec): 3 clusters
  Score: Raw -60143.418179 + Penalty 2230.056186 = -57913.361993
  nChanged 0
		SP:Iteration 11F (173714.600000 sec): 3 clusters
  Score: Raw -60143.418179 + Penalty 2230.056186 = -57913.361993
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (4751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173714.720000 sec): 2 clusters
  Score: Raw -339526.571258 + Penalty 1375.742940 = -338150.828318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173714.960000 sec): 3 clusters
  Score: Raw -337117.402216 + Penalty 2751.485880 = -334365.916336
  nChanged 1907
		SP:Iteration 1F (173715.060000 sec): 3 clusters
  Score: Raw -338378.362615 + Penalty 2751.485880 = -335626.876734
  nChanged 434
		SP:Iteration 2F (173715.280000 sec): 3 clusters
  Score: Raw -338683.369046 + Penalty 2751.485880 = -335931.883166
  nChanged 327
		SP:Iteration 3F (173715.420000 sec): 3 clusters
  Score: Raw -338915.032848 + Penalty 2751.485880 = -336163.546967
  nChanged 273
		SP:Iteration 4F (173715.650000 sec): 3 clusters
  Score: Raw -339135.929563 + Penalty 2751.485880 = -336384.443682
  nChanged 219
		SP:Iteration 5Q (173715.780000 sec): 3 clusters
  Score: Raw -339312.384257 + Penalty 2751.485880 = -336560.898377
  nChanged 209
		SP:Iteration 6Q (173715.960000 sec): 3 clusters
  Score: Raw -339458.890409 + Penalty 2751.485880 = -336707.404529
  nChanged 152
		SP:Iteration 7Q (173716.140000 sec): 3 clusters
  Score: Raw -339567.902277 + Penalty 2751.485880 = -336816.416396
  nChanged 132
		SP:Iteration 8Q (173716.360000 sec): 3 clusters
  Score: Raw -339669.130605 + Penalty 2751.485880 = -336917.644724
  nChanged 139
		SP:Iteration 9Q (173716.480000 sec): 3 clusters
  Score: Raw -339760.507369 + Penalty 2751.485880 = -337009.021488
  nChanged 124
		SP:Iteration 10Q (173716.590000 sec): 3 clusters
  Score: Raw -339843.312599 + Penalty 2751.485880 = -337091.826718
  nChanged 108
		SP:Iteration 11Q (173716.690000 sec): 3 clusters
  Score: Raw -339918.315651 + Penalty 2751.485880 = -337166.829771
  nChanged 90
		SP:Iteration 12Q (173716.780000 sec): 3 clusters
  Score: Raw -339973.417321 + Penalty 2751.485880 = -337221.931440
  nChanged 75
		SP:Iteration 13Q (173716.870000 sec): 3 clusters
  Score: Raw -340013.702489 + Penalty 2751.485880 = -337262.216609
  nChanged 49
		SP:Iteration 14Q (173716.960000 sec): 3 clusters
  Score: Raw -340032.524332 + Penalty 2751.485880 = -337281.038452
  nChanged 43
		SP:Iteration 15Q (173717.050000 sec): 3 clusters
  Score: Raw -340049.186428 + Penalty 2751.485880 = -337297.700548
  nChanged 44
		SP:Iteration 16Q (173717.140000 sec): 3 clusters
  Score: Raw -340067.505295 + Penalty 2751.485880 = -337316.019415
  nChanged 34
		SP:Iteration 17Q (173717.230000 sec): 3 clusters
  Score: Raw -340082.956696 + Penalty 2751.485880 = -337331.470816
  nChanged 35
		SP:Iteration 18Q (173717.320000 sec): 3 clusters
  Score: Raw -340097.183312 + Penalty 2751.485880 = -337345.697432
  nChanged 28
		SP:Iteration 19Q (173717.410000 sec): 3 clusters
  Score: Raw -340105.752670 + Penalty 2751.485880 = -337354.266789
  nChanged 20
		SP:Iteration 20F (173717.500000 sec): 3 clusters
  Score: Raw -340111.553770 + Penalty 2751.485880 = -337360.067890
  nChanged 14
		SP:Iteration 21Q (173717.610000 sec): 3 clusters
  Score: Raw -340115.929157 + Penalty 2751.485880 = -337364.443277
  nChanged 15
		SP:Iteration 22Q (173717.700000 sec): 3 clusters
  Score: Raw -340119.615440 + Penalty 2751.485880 = -337368.129559
  nChanged 12
		SP:Iteration 23Q (173717.800000 sec): 3 clusters
  Score: Raw -340123.993970 + Penalty 2751.485880 = -337372.508090
  nChanged 11
		SP:Iteration 24Q (173717.880000 sec): 3 clusters
  Score: Raw -340128.270849 + Penalty 2751.485880 = -337376.784968
  nChanged 13
		SP:Iteration 25Q (173717.980000 sec): 3 clusters
  Score: Raw -340131.368386 + Penalty 2751.485880 = -337379.882506
  nChanged 10
		SP:Iteration 26Q (173718.070000 sec): 3 clusters
  Score: Raw -340134.152145 + Penalty 2751.485880 = -337382.666265
  nChanged 12
		SP:Iteration 27Q (173718.160000 sec): 3 clusters
  Score: Raw -340138.547319 + Penalty 2751.485880 = -337387.061439
  nChanged 12
		SP:Iteration 28Q (173718.250000 sec): 3 clusters
  Score: Raw -340142.749823 + Penalty 2751.485880 = -337391.263943
  nChanged 13
		SP:Iteration 29Q (173718.340000 sec): 3 clusters
  Score: Raw -340147.571500 + Penalty 2751.485880 = -337396.085620
  nChanged 14
		SP:Iteration 30Q (173718.430000 sec): 3 clusters
  Score: Raw -340151.896892 + Penalty 2751.485880 = -337400.411012
  nChanged 10
		SP:Iteration 31Q (173718.520000 sec): 3 clusters
  Score: Raw -340153.902775 + Penalty 2751.485880 = -337402.416895
  nChanged 5
		SP:Iteration 32Q (173718.610000 sec): 3 clusters
  Score: Raw -340155.562458 + Penalty 2751.485880 = -337404.076577
  nChanged 6
		SP:Iteration 33Q (173718.700000 sec): 3 clusters
  Score: Raw -340157.245773 + Penalty 2751.485880 = -337405.759893
  nChanged 5
		SP:Iteration 34Q (173718.790000 sec): 3 clusters
  Score: Raw -340158.354235 + Penalty 2751.485880 = -337406.868355
  nChanged 5
		SP:Iteration 35Q (173718.880000 sec): 3 clusters
  Score: Raw -340159.553916 + Penalty 2751.485880 = -337408.068036
  nChanged 5
		SP:Iteration 36Q (173718.970000 sec): 3 clusters
  Score: Raw -340160.186811 + Penalty 2751.485880 = -337408.700931
  nChanged 0
		SP:Iteration 37F (173719.070000 sec): 3 clusters
  Score: Raw -340160.186811 + Penalty 2751.485880 = -337408.700931
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (2947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173719.130000 sec): 2 clusters
  Score: Raw -249669.345085 + Penalty 1298.138235 = -248371.206851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173719.190000 sec): 3 clusters
  Score: Raw -248292.716041 + Penalty 2596.276469 = -245696.439571
  nChanged 1124
		SP:Iteration 1F (173719.240000 sec): 3 clusters
  Score: Raw -249009.176963 + Penalty 2596.276469 = -246412.900493
  nChanged 247
		SP:Iteration 2F (173719.290000 sec): 3 clusters
  Score: Raw -249208.771218 + Penalty 2596.276469 = -246612.494748
  nChanged 188
		SP:Iteration 3F (173719.350000 sec): 3 clusters
  Score: Raw -249372.956631 + Penalty 2596.276469 = -246776.680162
  nChanged 171
		SP:Iteration 4F (173719.400000 sec): 3 clusters
  Score: Raw -249545.721893 + Penalty 2596.276469 = -246949.445424
  nChanged 166
		SP:Iteration 5F (173719.450000 sec): 3 clusters
  Score: Raw -249732.889603 + Penalty 2596.276469 = -247136.613134
  nChanged 151
		SP:Iteration 6F (173719.500000 sec): 3 clusters
  Score: Raw -249911.909624 + Penalty 2596.276469 = -247315.633155
  nChanged 147
		SP:Iteration 7Q (173719.560000 sec): 3 clusters
  Score: Raw -250066.805497 + Penalty 2596.276469 = -247470.529027
  nChanged 123
		SP:Iteration 8Q (173719.620000 sec): 3 clusters
  Score: Raw -250170.104689 + Penalty 2596.276469 = -247573.828220
  nChanged 98
		SP:Iteration 9Q (173719.670000 sec): 3 clusters
  Score: Raw -250252.599838 + Penalty 2596.276469 = -247656.323368
  nChanged 70
		SP:Iteration 10Q (173719.730000 sec): 3 clusters
  Score: Raw -250316.396992 + Penalty 2596.276469 = -247720.120523
  nChanged 58
		SP:Iteration 11Q (173719.780000 sec): 3 clusters
  Score: Raw -250352.982485 + Penalty 2596.276469 = -247756.706016
  nChanged 57
		SP:Iteration 12Q (173719.840000 sec): 3 clusters
  Score: Raw -250385.408481 + Penalty 2596.276469 = -247789.132011
  nChanged 29
		SP:Iteration 13Q (173719.890000 sec): 3 clusters
  Score: Raw -250400.192425 + Penalty 2596.276469 = -247803.915956
  nChanged 18
		SP:Iteration 14Q (173719.940000 sec): 3 clusters
  Score: Raw -250410.769270 + Penalty 2596.276469 = -247814.492801
  nChanged 27
		SP:Iteration 15Q (173719.990000 sec): 3 clusters
  Score: Raw -250423.429630 + Penalty 2596.276469 = -247827.153161
  nChanged 18
		SP:Iteration 16Q (173720.040000 sec): 3 clusters
  Score: Raw -250430.374762 + Penalty 2596.276469 = -247834.098292
  nChanged 14
		SP:Iteration 17Q (173720.100000 sec): 3 clusters
  Score: Raw -250436.935372 + Penalty 2596.276469 = -247840.658902
  nChanged 9
		SP:Iteration 18Q (173720.150000 sec): 3 clusters
  Score: Raw -250441.364414 + Penalty 2596.276469 = -247845.087945
  nChanged 9
		SP:Iteration 19Q (173720.200000 sec): 3 clusters
  Score: Raw -250446.144776 + Penalty 2596.276469 = -247849.868306
  nChanged 11
		SP:Iteration 20F (173720.250000 sec): 3 clusters
  Score: Raw -250451.249726 + Penalty 2596.276469 = -247854.973257
  nChanged 10
		SP:Iteration 21Q (173720.310000 sec): 3 clusters
  Score: Raw -250454.602261 + Penalty 2596.276469 = -247858.325791
  nChanged 9
		SP:Iteration 22Q (173720.360000 sec): 3 clusters
  Score: Raw -250457.890074 + Penalty 2596.276469 = -247861.613604
  nChanged 5
		SP:Iteration 23Q (173720.420000 sec): 3 clusters
  Score: Raw -250459.273713 + Penalty 2596.276469 = -247862.997243
  nChanged 1
		SP:Iteration 24Q (173720.470000 sec): 3 clusters
  Score: Raw -250459.580741 + Penalty 2596.276469 = -247863.304271
  nChanged 1
		SP:Iteration 25Q (173720.520000 sec): 3 clusters
  Score: Raw -250459.972332 + Penalty 2596.276469 = -247863.695863
  nChanged 1
		SP:Iteration 26Q (173720.570000 sec): 3 clusters
  Score: Raw -250460.174282 + Penalty 2596.276469 = -247863.897813
  nChanged 1
		SP:Iteration 27Q (173720.620000 sec): 3 clusters
  Score: Raw -250460.243781 + Penalty 2596.276469 = -247863.967312
  nChanged 0
		SP:Iteration 28F (173720.680000 sec): 3 clusters
  Score: Raw -250460.243781 + Penalty 2596.276469 = -247863.967312
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173720.900000 sec): 2 clusters
  Score: Raw -2597691.354222 + Penalty 1664.422364 = -2596026.931858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173721.280000 sec): 3 clusters
  Score: Raw -2580420.608525 + Penalty 3328.844727 = -2577091.763798
  nChanged 12907
		SP:Iteration 1F (173721.660000 sec): 3 clusters
  Score: Raw -2588096.110826 + Penalty 3328.844727 = -2584767.266099
  nChanged 1655
		SP:Iteration 2F (173722.090000 sec): 3 clusters
  Score: Raw -2588893.848509 + Penalty 3328.844727 = -2585565.003782
  nChanged 1660
		SP:Iteration 3F (173722.480000 sec): 3 clusters
  Score: Raw -2589835.016555 + Penalty 3328.844727 = -2586506.171828
  nChanged 1762
		SP:Iteration 4F (173722.900000 sec): 3 clusters
  Score: Raw -2591015.956845 + Penalty 3328.844727 = -2587687.112118
  nChanged 1913
		SP:Iteration 5F (173723.180000 sec): 3 clusters
  Score: Raw -2592403.205518 + Penalty 3328.844727 = -2589074.360791
  nChanged 1920
		SP:Iteration 6F (173723.590000 sec): 3 clusters
  Score: Raw -2593872.304754 + Penalty 3328.844727 = -2590543.460027
  nChanged 1708
		SP:Iteration 7F (173723.970000 sec): 3 clusters
  Score: Raw -2595253.792170 + Penalty 3328.844727 = -2591924.947443
  nChanged 1333
		SP:Iteration 8Q (173724.400000 sec): 3 clusters
  Score: Raw -2596338.110657 + Penalty 3328.844727 = -2593009.265930
  nChanged 951
		SP:Iteration 9Q (173724.790000 sec): 3 clusters
  Score: Raw -2597076.471898 + Penalty 3328.844727 = -2593747.627171
  nChanged 665
		SP:Iteration 10Q (173725.180000 sec): 3 clusters
  Score: Raw -2597569.623890 + Penalty 3328.844727 = -2594240.779163
  nChanged 434
		SP:Iteration 11Q (173725.580000 sec): 3 clusters
  Score: Raw -2597899.867464 + Penalty 3328.844727 = -2594571.022737
  nChanged 266
		SP:Iteration 12Q (173725.850000 sec): 3 clusters
  Score: Raw -2598095.726110 + Penalty 3328.844727 = -2594766.881383
  nChanged 175
		SP:Iteration 13Q (173726.200000 sec): 3 clusters
  Score: Raw -2598219.937951 + Penalty 3328.844727 = -2594891.093224
  nChanged 125
		SP:Iteration 14Q (173726.570000 sec): 3 clusters
  Score: Raw -2598299.461025 + Penalty 3328.844727 = -2594970.616298
  nChanged 81
		SP:Iteration 15Q (173726.960000 sec): 3 clusters
  Score: Raw -2598361.360689 + Penalty 3328.844727 = -2595032.515962
  nChanged 69
		SP:Iteration 16Q (173727.310000 sec): 3 clusters
  Score: Raw -2598415.480720 + Penalty 3328.844727 = -2595086.635993
  nChanged 53
		SP:Iteration 17Q (173727.650000 sec): 3 clusters
  Score: Raw -2598458.407276 + Penalty 3328.844727 = -2595129.562549
  nChanged 61
		SP:Iteration 18Q (173728.000000 sec): 3 clusters
  Score: Raw -2598502.198507 + Penalty 3328.844727 = -2595173.353780
  nChanged 47
		SP:Iteration 19Q (173728.350000 sec): 3 clusters
  Score: Raw -2598527.450133 + Penalty 3328.844727 = -2595198.605406
  nChanged 33
		SP:Iteration 20F (173728.740000 sec): 3 clusters
  Score: Raw -2598547.738905 + Penalty 3328.844727 = -2595218.894178
  nChanged 33
		SP:Iteration 21Q (173729.140000 sec): 3 clusters
  Score: Raw -2598562.677303 + Penalty 3328.844727 = -2595233.832576
  nChanged 26
		SP:Iteration 22Q (173729.530000 sec): 3 clusters
  Score: Raw -2598575.689858 + Penalty 3328.844727 = -2595246.845131
  nChanged 14
		SP:Iteration 23Q (173729.880000 sec): 3 clusters
  Score: Raw -2598583.307754 + Penalty 3328.844727 = -2595254.463027
  nChanged 16
		SP:Iteration 24Q (173730.230000 sec): 3 clusters
  Score: Raw -2598590.484934 + Penalty 3328.844727 = -2595261.640207
  nChanged 21
		SP:Iteration 25Q (173730.580000 sec): 3 clusters
  Score: Raw -2598601.837744 + Penalty 3328.844727 = -2595272.993017
  nChanged 20
		SP:Iteration 26Q (173730.920000 sec): 3 clusters
  Score: Raw -2598609.863116 + Penalty 3328.844727 = -2595281.018389
  nChanged 16
		SP:Iteration 27Q (173731.270000 sec): 3 clusters
  Score: Raw -2598616.344926 + Penalty 3328.844727 = -2595287.500199
  nChanged 15
		SP:Iteration 28Q (173731.620000 sec): 3 clusters
  Score: Raw -2598622.572599 + Penalty 3328.844727 = -2595293.727872
  nChanged 10
		SP:Iteration 29Q (173731.970000 sec): 3 clusters
  Score: Raw -2598626.433158 + Penalty 3328.844727 = -2595297.588431
  nChanged 13
		SP:Iteration 30Q (173732.320000 sec): 3 clusters
  Score: Raw -2598631.741316 + Penalty 3328.844727 = -2595302.896589
  nChanged 9
		SP:Iteration 31Q (173732.670000 sec): 3 clusters
  Score: Raw -2598634.507351 + Penalty 3328.844727 = -2595305.662624
  nChanged 5
		SP:Iteration 32Q (173733.020000 sec): 3 clusters
  Score: Raw -2598636.466175 + Penalty 3328.844727 = -2595307.621448
  nChanged 4
		SP:Iteration 33Q (173733.360000 sec): 3 clusters
  Score: Raw -2598637.835090 + Penalty 3328.844727 = -2595308.990363
  nChanged 3
		SP:Iteration 34Q (173733.710000 sec): 3 clusters
  Score: Raw -2598638.659015 + Penalty 3328.844727 = -2595309.814288
  nChanged 3
		SP:Iteration 35Q (173734.060000 sec): 3 clusters
  Score: Raw -2598639.086262 + Penalty 3328.844727 = -2595310.241535
  nChanged 2
		SP:Iteration 36Q (173734.400000 sec): 3 clusters
  Score: Raw -2598639.721337 + Penalty 3328.844727 = -2595310.876610
  nChanged 0
		SP:Iteration 37F (173734.760000 sec): 3 clusters
  Score: Raw -2598639.721337 + Penalty 3328.844727 = -2595310.876610
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (3711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173734.850000 sec): 2 clusters
  Score: Raw -271352.191066 + Penalty 1335.596707 = -270016.594359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173735.020000 sec): 3 clusters
  Score: Raw -269535.345178 + Penalty 2671.193415 = -266864.151763
  nChanged 1443
		SP:Iteration 1F (173735.200000 sec): 3 clusters
  Score: Raw -270456.866490 + Penalty 2671.193415 = -267785.673076
  nChanged 343
		SP:Iteration 2F (173735.380000 sec): 3 clusters
  Score: Raw -270768.249588 + Penalty 2671.193415 = -268097.056173
  nChanged 274
		SP:Iteration 3F (173735.550000 sec): 3 clusters
  Score: Raw -270998.001230 + Penalty 2671.193415 = -268326.807816
  nChanged 230
		SP:Iteration 4F (173735.730000 sec): 3 clusters
  Score: Raw -271174.016778 + Penalty 2671.193415 = -268502.823363
  nChanged 177
		SP:Iteration 5Q (173735.910000 sec): 3 clusters
  Score: Raw -271293.595464 + Penalty 2671.193415 = -268622.402049
  nChanged 152
		SP:Iteration 6Q (173736.080000 sec): 3 clusters
  Score: Raw -271414.114178 + Penalty 2671.193415 = -268742.920763
  nChanged 156
		SP:Iteration 7Q (173736.260000 sec): 3 clusters
  Score: Raw -271518.030826 + Penalty 2671.193415 = -268846.837411
  nChanged 107
		SP:Iteration 8Q (173736.430000 sec): 3 clusters
  Score: Raw -271587.774487 + Penalty 2671.193415 = -268916.581073
  nChanged 90
		SP:Iteration 9Q (173736.610000 sec): 3 clusters
  Score: Raw -271631.379082 + Penalty 2671.193415 = -268960.185667
  nChanged 69
		SP:Iteration 10Q (173736.790000 sec): 3 clusters
  Score: Raw -271661.864376 + Penalty 2671.193415 = -268990.670961
  nChanged 43
		SP:Iteration 11Q (173736.960000 sec): 3 clusters
  Score: Raw -271686.146097 + Penalty 2671.193415 = -269014.952682
  nChanged 64
		SP:Iteration 12Q (173737.130000 sec): 3 clusters
  Score: Raw -271722.852935 + Penalty 2671.193415 = -269051.659521
  nChanged 56
		SP:Iteration 13Q (173737.310000 sec): 3 clusters
  Score: Raw -271751.199139 + Penalty 2671.193415 = -269080.005724
  nChanged 62
		SP:Iteration 14Q (173737.490000 sec): 3 clusters
  Score: Raw -271782.516429 + Penalty 2671.193415 = -269111.323015
  nChanged 46
		SP:Iteration 15Q (173737.660000 sec): 3 clusters
  Score: Raw -271804.970969 + Penalty 2671.193415 = -269133.777554
  nChanged 39
		SP:Iteration 16Q (173737.840000 sec): 3 clusters
  Score: Raw -271824.022674 + Penalty 2671.193415 = -269152.829259
  nChanged 36
		SP:Iteration 17Q (173738.010000 sec): 3 clusters
  Score: Raw -271835.373754 + Penalty 2671.193415 = -269164.180339
  nChanged 18
		SP:Iteration 18Q (173738.190000 sec): 3 clusters
  Score: Raw -271841.974848 + Penalty 2671.193415 = -269170.781434
  nChanged 22
		SP:Iteration 19Q (173738.370000 sec): 3 clusters
  Score: Raw -271849.173802 + Penalty 2671.193415 = -269177.980387
  nChanged 20
		SP:Iteration 20F (173738.540000 sec): 3 clusters
  Score: Raw -271854.869946 + Penalty 2671.193415 = -269183.676531
  nChanged 18
		SP:Iteration 21Q (173738.720000 sec): 3 clusters
  Score: Raw -271861.541313 + Penalty 2671.193415 = -269190.347898
  nChanged 25
		SP:Iteration 22Q (173738.890000 sec): 3 clusters
  Score: Raw -271871.888499 + Penalty 2671.193415 = -269200.695085
  nChanged 25
		SP:Iteration 23Q (173739.070000 sec): 3 clusters
  Score: Raw -271880.510516 + Penalty 2671.193415 = -269209.317102
  nChanged 19
		SP:Iteration 24Q (173739.250000 sec): 3 clusters
  Score: Raw -271885.752690 + Penalty 2671.193415 = -269214.559275
  nChanged 15
		SP:Iteration 25Q (173739.420000 sec): 3 clusters
  Score: Raw -271890.966895 + Penalty 2671.193415 = -269219.773480
  nChanged 14
		SP:Iteration 26Q (173739.600000 sec): 3 clusters
  Score: Raw -271894.678374 + Penalty 2671.193415 = -269223.484959
  nChanged 9
		SP:Iteration 27Q (173739.770000 sec): 3 clusters
  Score: Raw -271896.920600 + Penalty 2671.193415 = -269225.727185
  nChanged 9
		SP:Iteration 28Q (173739.950000 sec): 3 clusters
  Score: Raw -271899.943655 + Penalty 2671.193415 = -269228.750240
  nChanged 7
		SP:Iteration 29Q (173740.130000 sec): 3 clusters
  Score: Raw -271902.465157 + Penalty 2671.193415 = -269231.271742
  nChanged 9
		SP:Iteration 30Q (173740.300000 sec): 3 clusters
  Score: Raw -271905.833298 + Penalty 2671.193415 = -269234.639883
  nChanged 5
		SP:Iteration 31Q (173740.480000 sec): 3 clusters
  Score: Raw -271906.927808 + Penalty 2671.193415 = -269235.734393
  nChanged 5
		SP:Iteration 32Q (173740.650000 sec): 3 clusters
  Score: Raw -271908.304049 + Penalty 2671.193415 = -269237.110634
  nChanged 8
		SP:Iteration 33Q (173740.830000 sec): 3 clusters
  Score: Raw -271911.730698 + Penalty 2671.193415 = -269240.537284
  nChanged 14
		SP:Iteration 34Q (173741.000000 sec): 3 clusters
  Score: Raw -271916.933880 + Penalty 2671.193415 = -269245.740465
  nChanged 9
		SP:Iteration 35Q (173741.170000 sec): 3 clusters
  Score: Raw -271918.693341 + Penalty 2671.193415 = -269247.499926
  nChanged 2
		SP:Iteration 36Q (173741.330000 sec): 3 clusters
  Score: Raw -271918.916040 + Penalty 2671.193415 = -269247.722625
  nChanged 1
		SP:Iteration 37Q (173741.490000 sec): 3 clusters
  Score: Raw -271919.139792 + Penalty 2671.193415 = -269247.946378
  nChanged 1
		SP:Iteration 38Q (173741.650000 sec): 3 clusters
  Score: Raw -271919.431159 + Penalty 2671.193415 = -269248.237744
  nChanged 0
		SP:Iteration 39F (173741.820000 sec): 3 clusters
  Score: Raw -271919.431159 + Penalty 2671.193415 = -269248.237744
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 75 (4860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173741.910000 sec): 2 clusters
  Score: Raw -339384.737425 + Penalty 1379.428979 = -338005.308446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173742.090000 sec): 3 clusters
  Score: Raw -336893.139841 + Penalty 2758.857958 = -334134.281883
  nChanged 1975
		SP:Iteration 1F (173742.270000 sec): 3 clusters
  Score: Raw -338243.248353 + Penalty 2758.857958 = -335484.390395
  nChanged 474
		SP:Iteration 2F (173742.440000 sec): 3 clusters
  Score: Raw -338633.328515 + Penalty 2758.857958 = -335874.470557
  nChanged 361
		SP:Iteration 3F (173742.620000 sec): 3 clusters
  Score: Raw -338904.546772 + Penalty 2758.857958 = -336145.688814
  nChanged 271
		SP:Iteration 4F (173742.790000 sec): 3 clusters
  Score: Raw -339080.554609 + Penalty 2758.857958 = -336321.696651
  nChanged 218
		SP:Iteration 5Q (173742.970000 sec): 3 clusters
  Score: Raw -339232.348336 + Penalty 2758.857958 = -336473.490378
  nChanged 188
		SP:Iteration 6Q (173743.150000 sec): 3 clusters
  Score: Raw -339367.976414 + Penalty 2758.857958 = -336609.118456
  nChanged 156
		SP:Iteration 7Q (173743.230000 sec): 3 clusters
  Score: Raw -339472.026116 + Penalty 2758.857958 = -336713.168158
  nChanged 129
		SP:Iteration 8Q (173743.310000 sec): 3 clusters
  Score: Raw -339542.927780 + Penalty 2758.857958 = -336784.069822
  nChanged 104
		SP:Iteration 9Q (173743.410000 sec): 3 clusters
  Score: Raw -339611.252234 + Penalty 2758.857958 = -336852.394276
  nChanged 110
		SP:Iteration 10Q (173743.500000 sec): 3 clusters
  Score: Raw -339684.899389 + Penalty 2758.857958 = -336926.041431
  nChanged 103
		SP:Iteration 11Q (173743.590000 sec): 3 clusters
  Score: Raw -339762.031700 + Penalty 2758.857958 = -337003.173742
  nChanged 94
		SP:Iteration 12Q (173743.670000 sec): 3 clusters
  Score: Raw -339832.001250 + Penalty 2758.857958 = -337073.143292
  nChanged 84
		SP:Iteration 13Q (173743.750000 sec): 3 clusters
  Score: Raw -339890.658159 + Penalty 2758.857958 = -337131.800201
  nChanged 71
		SP:Iteration 14Q (173743.830000 sec): 3 clusters
  Score: Raw -339953.736057 + Penalty 2758.857958 = -337194.878099
  nChanged 70
		SP:Iteration 15Q (173743.920000 sec): 3 clusters
  Score: Raw -339996.873987 + Penalty 2758.857958 = -337238.016029
  nChanged 47
		SP:Iteration 16Q (173744.000000 sec): 3 clusters
  Score: Raw -340022.255109 + Penalty 2758.857958 = -337263.397151
  nChanged 44
		SP:Iteration 17Q (173744.080000 sec): 3 clusters
  Score: Raw -340049.572217 + Penalty 2758.857958 = -337290.714259
  nChanged 39
		SP:Iteration 18Q (173744.170000 sec): 3 clusters
  Score: Raw -340075.607946 + Penalty 2758.857958 = -337316.749988
  nChanged 28
		SP:Iteration 19Q (173744.250000 sec): 3 clusters
  Score: Raw -340092.485427 + Penalty 2758.857958 = -337333.627469
  nChanged 26
		SP:Iteration 20F (173744.340000 sec): 3 clusters
  Score: Raw -340113.366408 + Penalty 2758.857958 = -337354.508450
  nChanged 32
		SP:Iteration 21Q (173744.420000 sec): 3 clusters
  Score: Raw -340148.109868 + Penalty 2758.857958 = -337389.251910
  nChanged 37
		SP:Iteration 22Q (173744.500000 sec): 3 clusters
  Score: Raw -340202.561932 + Penalty 2758.857958 = -337443.703974
  nChanged 47
		SP:Iteration 23Q (173744.590000 sec): 3 clusters
  Score: Raw -340246.562583 + Penalty 2758.857958 = -337487.704625
  nChanged 43
		SP:Iteration 24Q (173744.710000 sec): 3 clusters
  Score: Raw -340273.114052 + Penalty 2758.857958 = -337514.256094
  nChanged 26
		SP:Iteration 25Q (173744.880000 sec): 3 clusters
  Score: Raw -340281.022244 + Penalty 2758.857958 = -337522.164286
  nChanged 19
		SP:Iteration 26Q (173745.060000 sec): 3 clusters
  Score: Raw -340288.261799 + Penalty 2758.857958 = -337529.403841
  nChanged 14
		SP:Iteration 27Q (173745.230000 sec): 3 clusters
  Score: Raw -340296.264414 + Penalty 2758.857958 = -337537.406456
  nChanged 14
		SP:Iteration 28Q (173745.410000 sec): 3 clusters
  Score: Raw -340303.125117 + Penalty 2758.857958 = -337544.267159
  nChanged 7
		SP:Iteration 29Q (173745.590000 sec): 3 clusters
  Score: Raw -340306.390914 + Penalty 2758.857958 = -337547.532956
  nChanged 11
		SP:Iteration 30Q (173745.760000 sec): 3 clusters
  Score: Raw -340309.974121 + Penalty 2758.857958 = -337551.116163
  nChanged 6
		SP:Iteration 31Q (173745.930000 sec): 3 clusters
  Score: Raw -340311.878439 + Penalty 2758.857958 = -337553.020481
  nChanged 3
		SP:Iteration 32Q (173746.100000 sec): 3 clusters
  Score: Raw -340313.229766 + Penalty 2758.857958 = -337554.371808
  nChanged 4
		SP:Iteration 33Q (173746.180000 sec): 3 clusters
  Score: Raw -340315.396399 + Penalty 2758.857958 = -337556.538441
  nChanged 6
		SP:Iteration 34Q (173746.260000 sec): 3 clusters
  Score: Raw -340317.381936 + Penalty 2758.857958 = -337558.523978
  nChanged 5
		SP:Iteration 35Q (173746.350000 sec): 3 clusters
  Score: Raw -340318.985667 + Penalty 2758.857958 = -337560.127709
  nChanged 5
		SP:Iteration 36Q (173746.430000 sec): 3 clusters
  Score: Raw -340319.775679 + Penalty 2758.857958 = -337560.917721
  nChanged 4
		SP:Iteration 37Q (173746.510000 sec): 3 clusters
  Score: Raw -340321.217805 + Penalty 2758.857958 = -337562.359847
  nChanged 3
		SP:Iteration 38Q (173746.600000 sec): 3 clusters
  Score: Raw -340321.715232 + Penalty 2758.857958 = -337562.857274
  nChanged 4
		SP:Iteration 39Q (173746.680000 sec): 3 clusters
  Score: Raw -340323.740634 + Penalty 2758.857958 = -337564.882676
  nChanged 4
		SP:Iteration 40F (173746.770000 sec): 3 clusters
  Score: Raw -340331.132083 + Penalty 2758.857958 = -337572.274125
  nChanged 7
		SP:Iteration 41Q (173746.850000 sec): 3 clusters
  Score: Raw -340339.155986 + Penalty 2758.857958 = -337580.298028
  nChanged 13
		SP:Iteration 42Q (173746.940000 sec): 3 clusters
  Score: Raw -340348.893690 + Penalty 2758.857958 = -337590.035732
  nChanged 16
		SP:Iteration 43Q (173747.020000 sec): 3 clusters
  Score: Raw -340358.643109 + Penalty 2758.857958 = -337599.785151
  nChanged 14
		SP:Iteration 44Q (173747.110000 sec): 3 clusters
  Score: Raw -340363.682646 + Penalty 2758.857958 = -337604.824688
  nChanged 17
		SP:Iteration 45Q (173747.190000 sec): 3 clusters
  Score: Raw -340370.219705 + Penalty 2758.857958 = -337611.361747
  nChanged 13
		SP:Iteration 46Q (173747.270000 sec): 3 clusters
  Score: Raw -340375.109713 + Penalty 2758.857958 = -337616.251755
  nChanged 12
		SP:Iteration 47Q (173747.360000 sec): 3 clusters
  Score: Raw -340378.854156 + Penalty 2758.857958 = -337619.996198
  nChanged 8
		SP:Iteration 48Q (173747.440000 sec): 3 clusters
  Score: Raw -340381.329217 + Penalty 2758.857958 = -337622.471259
  nChanged 2
		SP:Iteration 49Q (173747.610000 sec): 3 clusters
  Score: Raw -340381.974317 + Penalty 2758.857958 = -337623.116359
  nChanged 2
		SP:Iteration 50Q (173747.690000 sec): 3 clusters
  Score: Raw -340382.314439 + Penalty 2758.857958 = -337623.456481
  nChanged 1
		SP:Iteration 51Q (173747.770000 sec): 3 clusters
  Score: Raw -340382.597854 + Penalty 2758.857958 = -337623.739896
  nChanged 1
		SP:Iteration 52Q (173747.860000 sec): 3 clusters
  Score: Raw -340383.104487 + Penalty 2758.857958 = -337624.246529
  nChanged 0
		SP:Iteration 53F (173747.950000 sec): 3 clusters
  Score: Raw -340383.104487 + Penalty 2758.857958 = -337624.246529
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 76 (4150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173748.050000 sec): 2 clusters
  Score: Raw -423961.328851 + Penalty 1353.765337 = -422607.563514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173748.230000 sec): 3 clusters
  Score: Raw -421840.299884 + Penalty 2707.530674 = -419132.769210
  nChanged 1646
		SP:Iteration 1F (173748.310000 sec): 3 clusters
  Score: Raw -422723.804254 + Penalty 2707.530674 = -420016.273579
  nChanged 316
		SP:Iteration 2F (173748.380000 sec): 3 clusters
  Score: Raw -422875.209330 + Penalty 2707.530674 = -420167.678656
  nChanged 201
		SP:Iteration 3Q (173748.460000 sec): 3 clusters
  Score: Raw -422986.907224 + Penalty 2707.530674 = -420279.376550
  nChanged 171
		SP:Iteration 4Q (173748.550000 sec): 3 clusters
  Score: Raw -423082.932279 + Penalty 2707.530674 = -420375.401605
  nChanged 168
		SP:Iteration 5Q (173748.630000 sec): 3 clusters
  Score: Raw -423188.221795 + Penalty 2707.530674 = -420480.691121
  nChanged 175
		SP:Iteration 6Q (173748.710000 sec): 3 clusters
  Score: Raw -423288.297018 + Penalty 2707.530674 = -420580.766344
  nChanged 150
		SP:Iteration 7Q (173748.790000 sec): 3 clusters
  Score: Raw -423375.732850 + Penalty 2707.530674 = -420668.202176
  nChanged 156
		SP:Iteration 8Q (173748.860000 sec): 3 clusters
  Score: Raw -423475.792039 + Penalty 2707.530674 = -420768.261364
  nChanged 156
		SP:Iteration 9Q (173748.940000 sec): 3 clusters
  Score: Raw -423572.875361 + Penalty 2707.530674 = -420865.344687
  nChanged 152
		SP:Iteration 10Q (173749.020000 sec): 3 clusters
  Score: Raw -423663.443522 + Penalty 2707.530674 = -420955.912848
  nChanged 127
		SP:Iteration 11Q (173749.100000 sec): 3 clusters
  Score: Raw -423752.900522 + Penalty 2707.530674 = -421045.369847
  nChanged 128
		SP:Iteration 12Q (173749.170000 sec): 3 clusters
  Score: Raw -423833.977740 + Penalty 2707.530674 = -421126.447066
  nChanged 103
		SP:Iteration 13Q (173749.250000 sec): 3 clusters
  Score: Raw -423896.390009 + Penalty 2707.530674 = -421188.859335
  nChanged 101
		SP:Iteration 14Q (173749.330000 sec): 3 clusters
  Score: Raw -423954.462860 + Penalty 2707.530674 = -421246.932186
  nChanged 80
		SP:Iteration 15Q (173749.410000 sec): 3 clusters
  Score: Raw -424006.835708 + Penalty 2707.530674 = -421299.305034
  nChanged 55
		SP:Iteration 16Q (173749.480000 sec): 3 clusters
  Score: Raw -424043.636738 + Penalty 2707.530674 = -421336.106064
  nChanged 53
		SP:Iteration 17Q (173749.560000 sec): 3 clusters
  Score: Raw -424076.805474 + Penalty 2707.530674 = -421369.274799
  nChanged 36
		SP:Iteration 18Q (173749.640000 sec): 3 clusters
  Score: Raw -424101.272078 + Penalty 2707.530674 = -421393.741404
  nChanged 31
		SP:Iteration 19Q (173749.710000 sec): 3 clusters
  Score: Raw -424119.800512 + Penalty 2707.530674 = -421412.269838
  nChanged 18
		SP:Iteration 20F (173749.790000 sec): 3 clusters
  Score: Raw -424133.087214 + Penalty 2707.530674 = -421425.556540
  nChanged 19
		SP:Iteration 21Q (173749.860000 sec): 3 clusters
  Score: Raw -424143.836166 + Penalty 2707.530674 = -421436.305491
  nChanged 14
		SP:Iteration 22Q (173749.930000 sec): 3 clusters
  Score: Raw -424152.057980 + Penalty 2707.530674 = -421444.527306
  nChanged 11
		SP:Iteration 23Q (173750.010000 sec): 3 clusters
  Score: Raw -424159.203751 + Penalty 2707.530674 = -421451.673077
  nChanged 9
		SP:Iteration 24Q (173750.080000 sec): 3 clusters
  Score: Raw -424166.300819 + Penalty 2707.530674 = -421458.770145
  nChanged 10
		SP:Iteration 25Q (173750.160000 sec): 3 clusters
  Score: Raw -424170.738780 + Penalty 2707.530674 = -421463.208106
  nChanged 5
		SP:Iteration 26Q (173750.230000 sec): 3 clusters
  Score: Raw -424173.279075 + Penalty 2707.530674 = -421465.748400
  nChanged 5
		SP:Iteration 27Q (173750.310000 sec): 3 clusters
  Score: Raw -424175.656673 + Penalty 2707.530674 = -421468.125999
  nChanged 6
		SP:Iteration 28Q (173750.420000 sec): 3 clusters
  Score: Raw -424179.460180 + Penalty 2707.530674 = -421471.929505
  nChanged 6
		SP:Iteration 29Q (173750.560000 sec): 3 clusters
  Score: Raw -424182.276991 + Penalty 2707.530674 = -421474.746317
  nChanged 2
		SP:Iteration 30Q (173750.640000 sec): 3 clusters
  Score: Raw -424182.965832 + Penalty 2707.530674 = -421475.435157
  nChanged 1
		SP:Iteration 31Q (173750.710000 sec): 3 clusters
  Score: Raw -424183.420956 + Penalty 2707.530674 = -421475.890282
  nChanged 2
		SP:Iteration 32Q (173750.780000 sec): 3 clusters
  Score: Raw -424184.696933 + Penalty 2707.530674 = -421477.166259
  nChanged 1
		SP:Iteration 33Q (173750.850000 sec): 3 clusters
  Score: Raw -424184.968738 + Penalty 2707.530674 = -421477.438064
  nChanged 0
		SP:Iteration 34F (173750.930000 sec): 3 clusters
  Score: Raw -424184.968738 + Penalty 2707.530674 = -421477.438064
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 77 (3548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173751.030000 sec): 2 clusters
  Score: Raw -289225.108437 + Penalty 1328.297643 = -287896.810794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173751.100000 sec): 3 clusters
  Score: Raw -287520.698298 + Penalty 2656.595287 = -284864.103012
  nChanged 1362
		SP:Iteration 1F (173751.170000 sec): 3 clusters
  Score: Raw -288348.408584 + Penalty 2656.595287 = -285691.813297
  nChanged 278
		SP:Iteration 2F (173751.230000 sec): 3 clusters
  Score: Raw -288565.766836 + Penalty 2656.595287 = -285909.171550
  nChanged 243
		SP:Iteration 3F (173751.290000 sec): 3 clusters
  Score: Raw -288747.590595 + Penalty 2656.595287 = -286090.995309
  nChanged 209
		SP:Iteration 4F (173751.360000 sec): 3 clusters
  Score: Raw -288895.465797 + Penalty 2656.595287 = -286238.870510
  nChanged 161
		SP:Iteration 5Q (173751.420000 sec): 3 clusters
  Score: Raw -289021.883043 + Penalty 2656.595287 = -286365.287757
  nChanged 148
		SP:Iteration 6Q (173751.490000 sec): 3 clusters
  Score: Raw -289144.300380 + Penalty 2656.595287 = -286487.705094
  nChanged 129
		SP:Iteration 7Q (173751.550000 sec): 3 clusters
  Score: Raw -289229.072395 + Penalty 2656.595287 = -286572.477108
  nChanged 97
		SP:Iteration 8Q (173751.610000 sec): 3 clusters
  Score: Raw -289290.923537 + Penalty 2656.595287 = -286634.328250
  nChanged 76
		SP:Iteration 9Q (173751.680000 sec): 3 clusters
  Score: Raw -289330.368046 + Penalty 2656.595287 = -286673.772759
  nChanged 68
		SP:Iteration 10Q (173751.750000 sec): 3 clusters
  Score: Raw -289360.380225 + Penalty 2656.595287 = -286703.784939
  nChanged 50
		SP:Iteration 11Q (173751.810000 sec): 3 clusters
  Score: Raw -289381.844365 + Penalty 2656.595287 = -286725.249078
  nChanged 33
		SP:Iteration 12Q (173751.880000 sec): 3 clusters
  Score: Raw -289396.869740 + Penalty 2656.595287 = -286740.274454
  nChanged 30
		SP:Iteration 13Q (173751.950000 sec): 3 clusters
  Score: Raw -289410.025248 + Penalty 2656.595287 = -286753.429962
  nChanged 27
		SP:Iteration 14Q (173752.020000 sec): 3 clusters
  Score: Raw -289419.107802 + Penalty 2656.595287 = -286762.512515
  nChanged 14
		SP:Iteration 15Q (173752.090000 sec): 3 clusters
  Score: Raw -289423.198162 + Penalty 2656.595287 = -286766.602876
  nChanged 11
		SP:Iteration 16Q (173752.150000 sec): 3 clusters
  Score: Raw -289426.068476 + Penalty 2656.595287 = -286769.473189
  nChanged 7
		SP:Iteration 17Q (173752.220000 sec): 3 clusters
  Score: Raw -289428.664699 + Penalty 2656.595287 = -286772.069413
  nChanged 11
		SP:Iteration 18Q (173752.280000 sec): 3 clusters
  Score: Raw -289431.991924 + Penalty 2656.595287 = -286775.396637
  nChanged 9
		SP:Iteration 19Q (173752.350000 sec): 3 clusters
  Score: Raw -289435.213590 + Penalty 2656.595287 = -286778.618304
  nChanged 13
		SP:Iteration 20F (173752.410000 sec): 3 clusters
  Score: Raw -289440.442288 + Penalty 2656.595287 = -286783.847001
  nChanged 8
		SP:Iteration 21Q (173752.490000 sec): 3 clusters
  Score: Raw -289442.402527 + Penalty 2656.595287 = -286785.807240
  nChanged 5
		SP:Iteration 22Q (173752.550000 sec): 3 clusters
  Score: Raw -289444.582220 + Penalty 2656.595287 = -286787.986933
  nChanged 3
		SP:Iteration 23Q (173752.620000 sec): 3 clusters
  Score: Raw -289445.469317 + Penalty 2656.595287 = -286788.874030
  nChanged 3
		SP:Iteration 24Q (173752.690000 sec): 3 clusters
  Score: Raw -289446.367495 + Penalty 2656.595287 = -286789.772208
  nChanged 1
		SP:Iteration 25Q (173752.760000 sec): 3 clusters
  Score: Raw -289446.444130 + Penalty 2656.595287 = -286789.848843
  nChanged 1
		SP:Iteration 26Q (173752.830000 sec): 3 clusters
  Score: Raw -289446.648666 + Penalty 2656.595287 = -286790.053379
  nChanged 0
		SP:Iteration 27F (173752.890000 sec): 3 clusters
  Score: Raw -289446.648666 + Penalty 2656.595287 = -286790.053379
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 78 (16009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173753.120000 sec): 2 clusters
  Score: Raw -1387124.228922 + Penalty 1573.147281 = -1385551.081641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173753.350000 sec): 3 clusters
  Score: Raw -1377601.336549 + Penalty 3146.294562 = -1374455.041988
  nChanged 7229
		SP:Iteration 1F (173753.660000 sec): 3 clusters
  Score: Raw -1381996.452162 + Penalty 3146.294562 = -1378850.157601
  nChanged 1217
		SP:Iteration 2F (173753.960000 sec): 3 clusters
  Score: Raw -1382788.615364 + Penalty 3146.294562 = -1379642.320802
  nChanged 1149
		SP:Iteration 3F (173754.280000 sec): 3 clusters
  Score: Raw -1383611.071226 + Penalty 3146.294562 = -1380464.776665
  nChanged 1081
		SP:Iteration 4F (173754.550000 sec): 3 clusters
  Score: Raw -1384406.351296 + Penalty 3146.294562 = -1381260.056734
  nChanged 1021
		SP:Iteration 5F (173754.770000 sec): 3 clusters
  Score: Raw -1385129.471491 + Penalty 3146.294562 = -1381983.176930
  nChanged 867
		SP:Iteration 6F (173755.070000 sec): 3 clusters
  Score: Raw -1385692.190489 + Penalty 3146.294562 = -1382545.895927
  nChanged 713
		SP:Iteration 7Q (173755.380000 sec): 3 clusters
  Score: Raw -1386097.299982 + Penalty 3146.294562 = -1382951.005420
  nChanged 547
		SP:Iteration 8Q (173755.690000 sec): 3 clusters
  Score: Raw -1386400.602557 + Penalty 3146.294562 = -1383254.307996
  nChanged 467
		SP:Iteration 9Q (173755.940000 sec): 3 clusters
  Score: Raw -1386624.000405 + Penalty 3146.294562 = -1383477.705843
  nChanged 390
		SP:Iteration 10Q (173756.250000 sec): 3 clusters
  Score: Raw -1386808.623306 + Penalty 3146.294562 = -1383662.328745
  nChanged 310
		SP:Iteration 11Q (173756.540000 sec): 3 clusters
  Score: Raw -1386946.829131 + Penalty 3146.294562 = -1383800.534569
  nChanged 266
		SP:Iteration 12Q (173756.850000 sec): 3 clusters
  Score: Raw -1387050.043197 + Penalty 3146.294562 = -1383903.748636
  nChanged 217
		SP:Iteration 13Q (173757.160000 sec): 3 clusters
  Score: Raw -1387129.552687 + Penalty 3146.294562 = -1383983.258125
  nChanged 206
		SP:Iteration 14Q (173757.470000 sec): 3 clusters
  Score: Raw -1387199.578318 + Penalty 3146.294562 = -1384053.283756
  nChanged 184
		SP:Iteration 15Q (173757.780000 sec): 3 clusters
  Score: Raw -1387260.423658 + Penalty 3146.294562 = -1384114.129096
  nChanged 164
		SP:Iteration 16Q (173758.130000 sec): 3 clusters
  Score: Raw -1387311.612663 + Penalty 3146.294562 = -1384165.318102
  nChanged 163
		SP:Iteration 17Q (173758.400000 sec): 3 clusters
  Score: Raw -1387361.839463 + Penalty 3146.294562 = -1384215.544902
  nChanged 153
		SP:Iteration 18Q (173758.710000 sec): 3 clusters
  Score: Raw -1387408.655630 + Penalty 3146.294562 = -1384262.361068
  nChanged 144
		SP:Iteration 19Q (173759.020000 sec): 3 clusters
  Score: Raw -1387452.300494 + Penalty 3146.294562 = -1384306.005932
  nChanged 125
		SP:Iteration 20F (173759.320000 sec): 3 clusters
  Score: Raw -1387487.676942 + Penalty 3146.294562 = -1384341.382381
  nChanged 116
		SP:Iteration 21Q (173759.670000 sec): 3 clusters
  Score: Raw -1387519.333182 + Penalty 3146.294562 = -1384373.038621
  nChanged 101
		SP:Iteration 22Q (173759.930000 sec): 3 clusters
  Score: Raw -1387544.905492 + Penalty 3146.294562 = -1384398.610931
  nChanged 102
		SP:Iteration 23Q (173760.220000 sec): 3 clusters
  Score: Raw -1387573.676948 + Penalty 3146.294562 = -1384427.382387
  nChanged 94
		SP:Iteration 24Q (173760.450000 sec): 3 clusters
  Score: Raw -1387600.792283 + Penalty 3146.294562 = -1384454.497722
  nChanged 82
		SP:Iteration 25Q (173760.720000 sec): 3 clusters
  Score: Raw -1387624.233064 + Penalty 3146.294562 = -1384477.938502
  nChanged 76
		SP:Iteration 26Q (173761.030000 sec): 3 clusters
  Score: Raw -1387646.398187 + Penalty 3146.294562 = -1384500.103626
  nChanged 79
		SP:Iteration 27Q (173761.340000 sec): 3 clusters
  Score: Raw -1387672.575088 + Penalty 3146.294562 = -1384526.280527
  nChanged 79
		SP:Iteration 28Q (173761.610000 sec): 3 clusters
  Score: Raw -1387700.806458 + Penalty 3146.294562 = -1384554.511897
  nChanged 78
		SP:Iteration 29Q (173761.880000 sec): 3 clusters
  Score: Raw -1387729.990942 + Penalty 3146.294562 = -1384583.696381
  nChanged 66
		SP:Iteration 30Q (173762.140000 sec): 3 clusters
  Score: Raw -1387750.988482 + Penalty 3146.294562 = -1384604.693920
  nChanged 55
		SP:Iteration 31Q (173762.450000 sec): 3 clusters
  Score: Raw -1387774.308285 + Penalty 3146.294562 = -1384628.013723
  nChanged 70
		SP:Iteration 32Q (173762.720000 sec): 3 clusters
  Score: Raw -1387808.316498 + Penalty 3146.294562 = -1384662.021936
  nChanged 72
		SP:Iteration 33Q (173762.990000 sec): 3 clusters
  Score: Raw -1387836.512210 + Penalty 3146.294562 = -1384690.217648
  nChanged 53
		SP:Iteration 34Q (173763.190000 sec): 3 clusters
  Score: Raw -1387854.441984 + Penalty 3146.294562 = -1384708.147422
  nChanged 59
		SP:Iteration 35Q (173763.480000 sec): 3 clusters
  Score: Raw -1387874.162384 + Penalty 3146.294562 = -1384727.867822
  nChanged 57
		SP:Iteration 36Q (173763.750000 sec): 3 clusters
  Score: Raw -1387893.729588 + Penalty 3146.294562 = -1384747.435027
  nChanged 53
		SP:Iteration 37Q (173764.020000 sec): 3 clusters
  Score: Raw -1387906.403580 + Penalty 3146.294562 = -1384760.109018
  nChanged 42
		SP:Iteration 38Q (173764.280000 sec): 3 clusters
  Score: Raw -1387916.827379 + Penalty 3146.294562 = -1384770.532817
  nChanged 37
		SP:Iteration 39Q (173764.600000 sec): 3 clusters
  Score: Raw -1387925.396717 + Penalty 3146.294562 = -1384779.102155
  nChanged 23
		SP:Iteration 40F (173764.860000 sec): 3 clusters
  Score: Raw -1387931.037729 + Penalty 3146.294562 = -1384784.743168
  nChanged 26
		SP:Iteration 41Q (173765.130000 sec): 3 clusters
  Score: Raw -1387937.607765 + Penalty 3146.294562 = -1384791.313203
  nChanged 33
		SP:Iteration 42Q (173765.390000 sec): 3 clusters
  Score: Raw -1387947.401905 + Penalty 3146.294562 = -1384801.107343
  nChanged 32
		SP:Iteration 43Q (173765.660000 sec): 3 clusters
  Score: Raw -1387954.074626 + Penalty 3146.294562 = -1384807.780065
  nChanged 25
		SP:Iteration 44Q (173765.930000 sec): 3 clusters
  Score: Raw -1387959.304340 + Penalty 3146.294562 = -1384813.009779
  nChanged 20
		SP:Iteration 45Q (173766.190000 sec): 3 clusters
  Score: Raw -1387964.343788 + Penalty 3146.294562 = -1384818.049227
  nChanged 23
		SP:Iteration 46Q (173766.460000 sec): 3 clusters
  Score: Raw -1387972.109597 + Penalty 3146.294562 = -1384825.815035
  nChanged 30
		SP:Iteration 47Q (173766.730000 sec): 3 clusters
  Score: Raw -1387980.403100 + Penalty 3146.294562 = -1384834.108539
  nChanged 21
		SP:Iteration 48Q (173766.970000 sec): 3 clusters
  Score: Raw -1387987.130588 + Penalty 3146.294562 = -1384840.836026
  nChanged 19
		SP:Iteration 49Q (173767.160000 sec): 3 clusters
  Score: Raw -1387993.568445 + Penalty 3146.294562 = -1384847.273883
  nChanged 24
		SP:Iteration 50Q (173767.450000 sec): 3 clusters
  Score: Raw -1388001.885419 + Penalty 3146.294562 = -1384855.590858
  nChanged 19
		SP:Iteration 51Q (173767.760000 sec): 3 clusters
  Score: Raw -1388007.931166 + Penalty 3146.294562 = -1384861.636605
  nChanged 11
		SP:Iteration 52Q (173767.990000 sec): 3 clusters
  Score: Raw -1388011.099506 + Penalty 3146.294562 = -1384864.804945
  nChanged 24
		SP:Iteration 53Q (173768.250000 sec): 3 clusters
  Score: Raw -1388020.738930 + Penalty 3146.294562 = -1384874.444369
  nChanged 34
		SP:Iteration 54Q (173768.520000 sec): 3 clusters
  Score: Raw -1388039.861265 + Penalty 3146.294562 = -1384893.566704
  nChanged 37
		SP:Iteration 55Q (173768.790000 sec): 3 clusters
  Score: Raw -1388063.785362 + Penalty 3146.294562 = -1384917.490801
  nChanged 48
		SP:Iteration 56Q (173769.050000 sec): 3 clusters
  Score: Raw -1388097.734678 + Penalty 3146.294562 = -1384951.440117
  nChanged 51
		SP:Iteration 57Q (173769.340000 sec): 3 clusters
  Score: Raw -1388125.447718 + Penalty 3146.294562 = -1384979.153156
  nChanged 48
		SP:Iteration 58Q (173769.570000 sec): 3 clusters
  Score: Raw -1388149.422346 + Penalty 3146.294562 = -1385003.127784
  nChanged 36
		SP:Iteration 59Q (173769.850000 sec): 3 clusters
  Score: Raw -1388159.948840 + Penalty 3146.294562 = -1385013.654279
  nChanged 24
		SP:Iteration 60F (173770.080000 sec): 3 clusters
  Score: Raw -1388167.638223 + Penalty 3146.294562 = -1385021.343661
  nChanged 28
		SP:Iteration 61Q (173770.350000 sec): 3 clusters
  Score: Raw -1388173.732249 + Penalty 3146.294562 = -1385027.437687
  nChanged 15
		SP:Iteration 62Q (173770.650000 sec): 3 clusters
  Score: Raw -1388176.382882 + Penalty 3146.294562 = -1385030.088321
  nChanged 8
		SP:Iteration 63Q (173770.910000 sec): 3 clusters
  Score: Raw -1388178.164254 + Penalty 3146.294562 = -1385031.869693
  nChanged 8
		SP:Iteration 64Q (173771.220000 sec): 3 clusters
  Score: Raw -1388180.009667 + Penalty 3146.294562 = -1385033.715106
  nChanged 4
		SP:Iteration 65Q (173771.520000 sec): 3 clusters
  Score: Raw -1388180.559912 + Penalty 3146.294562 = -1385034.265350
  nChanged 2
		SP:Iteration 66Q (173771.830000 sec): 3 clusters
  Score: Raw -1388181.042116 + Penalty 3146.294562 = -1385034.747555
  nChanged 2
		SP:Iteration 67Q (173772.130000 sec): 3 clusters
  Score: Raw -1388181.277415 + Penalty 3146.294562 = -1385034.982853
  nChanged 2
		SP:Iteration 68Q (173772.440000 sec): 3 clusters
  Score: Raw -1388181.534997 + Penalty 3146.294562 = -1385035.240436
  nChanged 2
		SP:Iteration 69Q (173772.750000 sec): 3 clusters
  Score: Raw -1388181.869902 + Penalty 3146.294562 = -1385035.575340
  nChanged 2
		SP:Iteration 70Q (173773.050000 sec): 3 clusters
  Score: Raw -1388182.073547 + Penalty 3146.294562 = -1385035.778986
  nChanged 0
		SP:Iteration 71F (173773.360000 sec): 3 clusters
  Score: Raw -1388182.073547 + Penalty 3146.294562 = -1385035.778986
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 79 (2623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173773.430000 sec): 2 clusters
  Score: Raw -220716.866420 + Penalty 1279.212022 = -219437.654399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173773.480000 sec): 3 clusters
  Score: Raw -219530.124203 + Penalty 2558.424043 = -216971.700160
  nChanged 969
		SP:Iteration 1F (173773.530000 sec): 3 clusters
  Score: Raw -220150.477490 + Penalty 2558.424043 = -217592.053447
  nChanged 223
		SP:Iteration 2F (173773.590000 sec): 3 clusters
  Score: Raw -220332.419286 + Penalty 2558.424043 = -217773.995242
  nChanged 147
		SP:Iteration 3F (173773.640000 sec): 3 clusters
  Score: Raw -220456.440588 + Penalty 2558.424043 = -217898.016545
  nChanged 121
		SP:Iteration 4Q (173773.690000 sec): 3 clusters
  Score: Raw -220564.385990 + Penalty 2558.424043 = -218005.961946
  nChanged 100
		SP:Iteration 5Q (173773.740000 sec): 3 clusters
  Score: Raw -220630.296350 + Penalty 2558.424043 = -218071.872306
  nChanged 69
		SP:Iteration 6Q (173773.790000 sec): 3 clusters
  Score: Raw -220675.143816 + Penalty 2558.424043 = -218116.719773
  nChanged 54
		SP:Iteration 7Q (173773.840000 sec): 3 clusters
  Score: Raw -220716.417275 + Penalty 2558.424043 = -218157.993231
  nChanged 63
		SP:Iteration 8Q (173773.890000 sec): 3 clusters
  Score: Raw -220764.109633 + Penalty 2558.424043 = -218205.685590
  nChanged 69
		SP:Iteration 9Q (173773.950000 sec): 3 clusters
  Score: Raw -220814.119170 + Penalty 2558.424043 = -218255.695126
  nChanged 64
		SP:Iteration 10Q (173773.990000 sec): 3 clusters
  Score: Raw -220860.592844 + Penalty 2558.424043 = -218302.168800
  nChanged 56
		SP:Iteration 11Q (173774.050000 sec): 3 clusters
  Score: Raw -220897.218739 + Penalty 2558.424043 = -218338.794695
  nChanged 37
		SP:Iteration 12Q (173774.100000 sec): 3 clusters
  Score: Raw -220920.426509 + Penalty 2558.424043 = -218362.002466
  nChanged 34
		SP:Iteration 13Q (173774.150000 sec): 3 clusters
  Score: Raw -220943.853889 + Penalty 2558.424043 = -218385.429845
  nChanged 33
		SP:Iteration 14Q (173774.200000 sec): 3 clusters
  Score: Raw -220964.376244 + Penalty 2558.424043 = -218405.952201
  nChanged 27
		SP:Iteration 15Q (173774.250000 sec): 3 clusters
  Score: Raw -220978.058614 + Penalty 2558.424043 = -218419.634571
  nChanged 22
		SP:Iteration 16Q (173774.300000 sec): 3 clusters
  Score: Raw -220991.276045 + Penalty 2558.424043 = -218432.852001
  nChanged 22
		SP:Iteration 17Q (173774.350000 sec): 3 clusters
  Score: Raw -221003.723048 + Penalty 2558.424043 = -218445.299005
  nChanged 23
		SP:Iteration 18Q (173774.400000 sec): 3 clusters
  Score: Raw -221015.889471 + Penalty 2558.424043 = -218457.465428
  nChanged 16
		SP:Iteration 19Q (173774.450000 sec): 3 clusters
  Score: Raw -221026.370567 + Penalty 2558.424043 = -218467.946524
  nChanged 18
		SP:Iteration 20F (173774.500000 sec): 3 clusters
  Score: Raw -221036.302961 + Penalty 2558.424043 = -218477.878918
  nChanged 16
		SP:Iteration 21Q (173774.550000 sec): 3 clusters
  Score: Raw -221045.220906 + Penalty 2558.424043 = -218486.796862
  nChanged 9
		SP:Iteration 22Q (173774.610000 sec): 3 clusters
  Score: Raw -221052.156126 + Penalty 2558.424043 = -218493.732082
  nChanged 17
		SP:Iteration 23Q (173774.660000 sec): 3 clusters
  Score: Raw -221061.986372 + Penalty 2558.424043 = -218503.562328
  nChanged 14
		SP:Iteration 24Q (173774.710000 sec): 3 clusters
  Score: Raw -221070.005382 + Penalty 2558.424043 = -218511.581338
  nChanged 14
		SP:Iteration 25Q (173774.760000 sec): 3 clusters
  Score: Raw -221074.929810 + Penalty 2558.424043 = -218516.505766
  nChanged 12
		SP:Iteration 26Q (173774.810000 sec): 3 clusters
  Score: Raw -221079.052484 + Penalty 2558.424043 = -218520.628441
  nChanged 7
		SP:Iteration 27Q (173774.860000 sec): 3 clusters
  Score: Raw -221080.766348 + Penalty 2558.424043 = -218522.342305
  nChanged 6
		SP:Iteration 28Q (173774.910000 sec): 3 clusters
  Score: Raw -221082.413443 + Penalty 2558.424043 = -218523.989400
  nChanged 1
		SP:Iteration 29Q (173774.960000 sec): 3 clusters
  Score: Raw -221082.515052 + Penalty 2558.424043 = -218524.091008
  nChanged 0
		SP:Iteration 30F (173775.010000 sec): 3 clusters
  Score: Raw -221082.515052 + Penalty 2558.424043 = -218524.091008
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 80 (6237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173775.090000 sec): 2 clusters
  Score: Raw -538194.098673 + Penalty 1419.966369 = -536774.132304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173775.280000 sec): 3 clusters
  Score: Raw -534927.328797 + Penalty 2839.932737 = -532087.396059
  nChanged 2496
		SP:Iteration 1F (173775.490000 sec): 3 clusters
  Score: Raw -536404.686562 + Penalty 2839.932737 = -533564.753825
  nChanged 494
		SP:Iteration 2F (173775.700000 sec): 3 clusters
  Score: Raw -536730.470116 + Penalty 2839.932737 = -533890.537378
  nChanged 397
		SP:Iteration 3F (173775.910000 sec): 3 clusters
  Score: Raw -537022.297522 + Penalty 2839.932737 = -534182.364785
  nChanged 336
		SP:Iteration 4F (173776.100000 sec): 3 clusters
  Score: Raw -537284.907858 + Penalty 2839.932737 = -534444.975121
  nChanged 349
		SP:Iteration 5F (173776.210000 sec): 3 clusters
  Score: Raw -537569.685294 + Penalty 2839.932737 = -534729.752557
  nChanged 340
		SP:Iteration 6F (173776.310000 sec): 3 clusters
  Score: Raw -537832.163754 + Penalty 2839.932737 = -534992.231016
  nChanged 305
		SP:Iteration 7Q (173776.530000 sec): 3 clusters
  Score: Raw -538064.619747 + Penalty 2839.932737 = -535224.687009
  nChanged 280
		SP:Iteration 8Q (173776.740000 sec): 3 clusters
  Score: Raw -538271.240029 + Penalty 2839.932737 = -535431.307292
  nChanged 227
		SP:Iteration 9Q (173776.950000 sec): 3 clusters
  Score: Raw -538455.903801 + Penalty 2839.932737 = -535615.971063
  nChanged 211
		SP:Iteration 10Q (173777.160000 sec): 3 clusters
  Score: Raw -538630.477212 + Penalty 2839.932737 = -535790.544475
  nChanged 158
		SP:Iteration 11Q (173777.330000 sec): 3 clusters
  Score: Raw -538740.231779 + Penalty 2839.932737 = -535900.299042
  nChanged 116
		SP:Iteration 12Q (173777.490000 sec): 3 clusters
  Score: Raw -538800.541071 + Penalty 2839.932737 = -535960.608334
  nChanged 89
		SP:Iteration 13Q (173777.660000 sec): 3 clusters
  Score: Raw -538840.321734 + Penalty 2839.932737 = -536000.388997
  nChanged 60
		SP:Iteration 14Q (173777.870000 sec): 3 clusters
  Score: Raw -538861.499124 + Penalty 2839.932737 = -536021.566386
  nChanged 32
		SP:Iteration 15Q (173778.080000 sec): 3 clusters
  Score: Raw -538872.372447 + Penalty 2839.932737 = -536032.439710
  nChanged 31
		SP:Iteration 16Q (173778.250000 sec): 3 clusters
  Score: Raw -538887.284771 + Penalty 2839.932737 = -536047.352033
  nChanged 44
		SP:Iteration 17Q (173778.410000 sec): 3 clusters
  Score: Raw -538906.851474 + Penalty 2839.932737 = -536066.918737
  nChanged 38
		SP:Iteration 18Q (173778.620000 sec): 3 clusters
  Score: Raw -538918.589479 + Penalty 2839.932737 = -536078.656741
  nChanged 22
		SP:Iteration 19Q (173778.830000 sec): 3 clusters
  Score: Raw -538925.048721 + Penalty 2839.932737 = -536085.115984
  nChanged 18
		SP:Iteration 20F (173779.040000 sec): 3 clusters
  Score: Raw -538930.644859 + Penalty 2839.932737 = -536090.712122
  nChanged 21
		SP:Iteration 21Q (173779.250000 sec): 3 clusters
  Score: Raw -538936.847218 + Penalty 2839.932737 = -536096.914480
  nChanged 25
		SP:Iteration 22Q (173779.420000 sec): 3 clusters
  Score: Raw -538944.490397 + Penalty 2839.932737 = -536104.557660
  nChanged 17
		SP:Iteration 23Q (173779.590000 sec): 3 clusters
  Score: Raw -538948.265776 + Penalty 2839.932737 = -536108.333038
  nChanged 16
		SP:Iteration 24Q (173779.750000 sec): 3 clusters
  Score: Raw -538952.899952 + Penalty 2839.932737 = -536112.967214
  nChanged 20
		SP:Iteration 25Q (173779.960000 sec): 3 clusters
  Score: Raw -538957.717811 + Penalty 2839.932737 = -536117.785074
  nChanged 19
		SP:Iteration 26Q (173780.130000 sec): 3 clusters
  Score: Raw -538962.968158 + Penalty 2839.932737 = -536123.035421
  nChanged 11
		SP:Iteration 27Q (173780.290000 sec): 3 clusters
  Score: Raw -538965.428029 + Penalty 2839.932737 = -536125.495292
  nChanged 7
		SP:Iteration 28Q (173780.460000 sec): 3 clusters
  Score: Raw -538966.287374 + Penalty 2839.932737 = -536126.354637
  nChanged 3
		SP:Iteration 29Q (173780.630000 sec): 3 clusters
  Score: Raw -538967.168760 + Penalty 2839.932737 = -536127.236022
  nChanged 6
		SP:Iteration 30Q (173780.790000 sec): 3 clusters
  Score: Raw -538968.547121 + Penalty 2839.932737 = -536128.614384
  nChanged 5
		SP:Iteration 31Q (173780.960000 sec): 3 clusters
  Score: Raw -538970.090820 + Penalty 2839.932737 = -536130.158083
  nChanged 5
		SP:Iteration 32Q (173781.130000 sec): 3 clusters
  Score: Raw -538971.844569 + Penalty 2839.932737 = -536131.911831
  nChanged 12
		SP:Iteration 33Q (173781.290000 sec): 3 clusters
  Score: Raw -538975.711506 + Penalty 2839.932737 = -536135.778769
  nChanged 14
		SP:Iteration 34Q (173781.460000 sec): 3 clusters
  Score: Raw -538978.050237 + Penalty 2839.932737 = -536138.117499
  nChanged 6
		SP:Iteration 35Q (173781.620000 sec): 3 clusters
  Score: Raw -538979.257452 + Penalty 2839.932737 = -536139.324715
  nChanged 6
		SP:Iteration 36Q (173781.790000 sec): 3 clusters
  Score: Raw -538980.858714 + Penalty 2839.932737 = -536140.925977
  nChanged 6
		SP:Iteration 37Q (173782.000000 sec): 3 clusters
  Score: Raw -538981.465123 + Penalty 2839.932737 = -536141.532385
  nChanged 7
		SP:Iteration 38Q (173782.170000 sec): 3 clusters
  Score: Raw -538982.900784 + Penalty 2839.932737 = -536142.968046
  nChanged 6
		SP:Iteration 39Q (173782.330000 sec): 3 clusters
  Score: Raw -538984.114413 + Penalty 2839.932737 = -536144.181676
  nChanged 8
		SP:Iteration 40F (173782.550000 sec): 3 clusters
  Score: Raw -538986.169588 + Penalty 2839.932737 = -536146.236850
  nChanged 8
		SP:Iteration 41Q (173782.710000 sec): 3 clusters
  Score: Raw -538987.613403 + Penalty 2839.932737 = -536147.680665
  nChanged 10
		SP:Iteration 42Q (173782.910000 sec): 3 clusters
  Score: Raw -538989.003126 + Penalty 2839.932737 = -536149.070388
  nChanged 9
		SP:Iteration 43Q (173783.130000 sec): 3 clusters
  Score: Raw -538990.560221 + Penalty 2839.932737 = -536150.627484
  nChanged 6
		SP:Iteration 44Q (173783.290000 sec): 3 clusters
  Score: Raw -538992.020788 + Penalty 2839.932737 = -536152.088051
  nChanged 7
		SP:Iteration 45Q (173783.460000 sec): 3 clusters
  Score: Raw -538993.287582 + Penalty 2839.932737 = -536153.354844
  nChanged 9
		SP:Iteration 46Q (173783.670000 sec): 3 clusters
  Score: Raw -538994.473511 + Penalty 2839.932737 = -536154.540774
  nChanged 4
		SP:Iteration 47Q (173783.880000 sec): 3 clusters
  Score: Raw -538995.215473 + Penalty 2839.932737 = -536155.282735
  nChanged 2
		SP:Iteration 48Q (173784.040000 sec): 3 clusters
  Score: Raw -538995.560468 + Penalty 2839.932737 = -536155.627731
  nChanged 3
		SP:Iteration 49Q (173784.210000 sec): 3 clusters
  Score: Raw -538995.890735 + Penalty 2839.932737 = -536155.957998
  nChanged 1
		SP:Iteration 50Q (173784.380000 sec): 3 clusters
  Score: Raw -538995.958363 + Penalty 2839.932737 = -536156.025625
  nChanged 0
		SP:Iteration 51F (173784.590000 sec): 3 clusters
  Score: Raw -538995.958363 + Penalty 2839.932737 = -536156.025625
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 81 (4608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173784.710000 sec): 2 clusters
  Score: Raw -388385.481191 + Penalty 1370.776745 = -387014.704446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173784.900000 sec): 3 clusters
  Score: Raw -385977.312813 + Penalty 2741.553491 = -383235.759322
  nChanged 1867
		SP:Iteration 1F (173785.130000 sec): 3 clusters
  Score: Raw -387019.023124 + Penalty 2741.553491 = -384277.469633
  nChanged 390
		SP:Iteration 2F (173785.230000 sec): 3 clusters
  Score: Raw -387353.541661 + Penalty 2741.553491 = -384611.988170
  nChanged 345
		SP:Iteration 3F (173785.320000 sec): 3 clusters
  Score: Raw -387677.947152 + Penalty 2741.553491 = -384936.393661
  nChanged 332
		SP:Iteration 4F (173785.410000 sec): 3 clusters
  Score: Raw -387984.202247 + Penalty 2741.553491 = -385242.648756
  nChanged 276
		SP:Iteration 5F (173785.490000 sec): 3 clusters
  Score: Raw -388235.806637 + Penalty 2741.553491 = -385494.253147
  nChanged 234
		SP:Iteration 6F (173785.580000 sec): 3 clusters
  Score: Raw -388429.776558 + Penalty 2741.553491 = -385688.223068
  nChanged 197
		SP:Iteration 7Q (173785.670000 sec): 3 clusters
  Score: Raw -388571.639258 + Penalty 2741.553491 = -385830.085767
  nChanged 121
		SP:Iteration 8Q (173785.750000 sec): 3 clusters
  Score: Raw -388647.926355 + Penalty 2741.553491 = -385906.372864
  nChanged 97
		SP:Iteration 9Q (173785.840000 sec): 3 clusters
  Score: Raw -388701.157134 + Penalty 2741.553491 = -385959.603643
  nChanged 74
		SP:Iteration 10Q (173786.030000 sec): 3 clusters
  Score: Raw -388736.056229 + Penalty 2741.553491 = -385994.502738
  nChanged 52
		SP:Iteration 11Q (173786.210000 sec): 3 clusters
  Score: Raw -388755.664538 + Penalty 2741.553491 = -386014.111047
  nChanged 28
		SP:Iteration 12Q (173786.380000 sec): 3 clusters
  Score: Raw -388763.654340 + Penalty 2741.553491 = -386022.100849
  nChanged 27
		SP:Iteration 13Q (173786.560000 sec): 3 clusters
  Score: Raw -388773.521802 + Penalty 2741.553491 = -386031.968311
  nChanged 21
		SP:Iteration 14Q (173786.730000 sec): 3 clusters
  Score: Raw -388783.272071 + Penalty 2741.553491 = -386041.718580
  nChanged 25
		SP:Iteration 15Q (173786.910000 sec): 3 clusters
  Score: Raw -388792.523883 + Penalty 2741.553491 = -386050.970392
  nChanged 26
		SP:Iteration 16Q (173787.090000 sec): 3 clusters
  Score: Raw -388800.058400 + Penalty 2741.553491 = -386058.504909
  nChanged 16
		SP:Iteration 17Q (173787.260000 sec): 3 clusters
  Score: Raw -388804.094317 + Penalty 2741.553491 = -386062.540826
  nChanged 15
		SP:Iteration 18Q (173787.440000 sec): 3 clusters
  Score: Raw -388812.603237 + Penalty 2741.553491 = -386071.049746
  nChanged 18
		SP:Iteration 19Q (173787.610000 sec): 3 clusters
  Score: Raw -388818.657250 + Penalty 2741.553491 = -386077.103759
  nChanged 13
		SP:Iteration 20F (173787.790000 sec): 3 clusters
  Score: Raw -388822.601649 + Penalty 2741.553491 = -386081.048159
  nChanged 11
		SP:Iteration 21Q (173787.990000 sec): 3 clusters
  Score: Raw -388825.878244 + Penalty 2741.553491 = -386084.324753
  nChanged 18
		SP:Iteration 22Q (173788.190000 sec): 3 clusters
  Score: Raw -388832.423547 + Penalty 2741.553491 = -386090.870056
  nChanged 23
		SP:Iteration 23Q (173788.360000 sec): 3 clusters
  Score: Raw -388840.342520 + Penalty 2741.553491 = -386098.789029
  nChanged 20
		SP:Iteration 24Q (173788.540000 sec): 3 clusters
  Score: Raw -388846.241481 + Penalty 2741.553491 = -386104.687991
  nChanged 16
		SP:Iteration 25Q (173788.710000 sec): 3 clusters
  Score: Raw -388850.139883 + Penalty 2741.553491 = -386108.586392
  nChanged 15
		SP:Iteration 26Q (173788.890000 sec): 3 clusters
  Score: Raw -388855.140160 + Penalty 2741.553491 = -386113.586669
  nChanged 18
		SP:Iteration 27Q (173789.070000 sec): 3 clusters
  Score: Raw -388860.176096 + Penalty 2741.553491 = -386118.622606
  nChanged 14
		SP:Iteration 28Q (173789.240000 sec): 3 clusters
  Score: Raw -388863.348733 + Penalty 2741.553491 = -386121.795243
  nChanged 8
		SP:Iteration 29Q (173789.410000 sec): 3 clusters
  Score: Raw -388865.341034 + Penalty 2741.553491 = -386123.787544
  nChanged 6
		SP:Iteration 30Q (173789.590000 sec): 3 clusters
  Score: Raw -388866.566017 + Penalty 2741.553491 = -386125.012526
  nChanged 5
		SP:Iteration 31Q (173789.770000 sec): 3 clusters
  Score: Raw -388867.976685 + Penalty 2741.553491 = -386126.423194
  nChanged 6
		SP:Iteration 32Q (173789.940000 sec): 3 clusters
  Score: Raw -388869.767370 + Penalty 2741.553491 = -386128.213879
  nChanged 4
		SP:Iteration 33Q (173790.120000 sec): 3 clusters
  Score: Raw -388870.718783 + Penalty 2741.553491 = -386129.165292
  nChanged 5
		SP:Iteration 34Q (173790.290000 sec): 3 clusters
  Score: Raw -388871.898794 + Penalty 2741.553491 = -386130.345303
  nChanged 4
		SP:Iteration 35Q (173790.470000 sec): 3 clusters
  Score: Raw -388872.986662 + Penalty 2741.553491 = -386131.433171
  nChanged 4
		SP:Iteration 36Q (173790.650000 sec): 3 clusters
  Score: Raw -388874.318360 + Penalty 2741.553491 = -386132.764869
  nChanged 4
		SP:Iteration 37Q (173790.820000 sec): 3 clusters
  Score: Raw -388875.817823 + Penalty 2741.553491 = -386134.264332
  nChanged 3
		SP:Iteration 38Q (173791.000000 sec): 3 clusters
  Score: Raw -388876.710644 + Penalty 2741.553491 = -386135.157154
  nChanged 4
		SP:Iteration 39Q (173791.170000 sec): 3 clusters
  Score: Raw -388877.703685 + Penalty 2741.553491 = -386136.150195
  nChanged 6
		SP:Iteration 40F (173791.350000 sec): 3 clusters
  Score: Raw -388879.063072 + Penalty 2741.553491 = -386137.509582
  nChanged 8
		SP:Iteration 41Q (173791.530000 sec): 3 clusters
  Score: Raw -388881.414337 + Penalty 2741.553491 = -386139.860847
  nChanged 6
		SP:Iteration 42Q (173791.700000 sec): 3 clusters
  Score: Raw -388883.364875 + Penalty 2741.553491 = -386141.811385
  nChanged 8
		SP:Iteration 43Q (173791.870000 sec): 3 clusters
  Score: Raw -388884.862619 + Penalty 2741.553491 = -386143.309129
  nChanged 4
		SP:Iteration 44Q (173792.050000 sec): 3 clusters
  Score: Raw -388886.472603 + Penalty 2741.553491 = -386144.919113
  nChanged 5
		SP:Iteration 45Q (173792.230000 sec): 3 clusters
  Score: Raw -388888.397104 + Penalty 2741.553491 = -386146.843613
  nChanged 6
		SP:Iteration 46Q (173792.400000 sec): 3 clusters
  Score: Raw -388890.215664 + Penalty 2741.553491 = -386148.662173
  nChanged 3
		SP:Iteration 47Q (173792.580000 sec): 3 clusters
  Score: Raw -388890.774440 + Penalty 2741.553491 = -386149.220949
  nChanged 3
		SP:Iteration 48Q (173792.750000 sec): 3 clusters
  Score: Raw -388891.679107 + Penalty 2741.553491 = -386150.125616
  nChanged 6
		SP:Iteration 49Q (173792.930000 sec): 3 clusters
  Score: Raw -388893.192693 + Penalty 2741.553491 = -386151.639202
  nChanged 5
		SP:Iteration 50Q (173793.110000 sec): 3 clusters
  Score: Raw -388895.009003 + Penalty 2741.553491 = -386153.455512
  nChanged 5
		SP:Iteration 51Q (173793.280000 sec): 3 clusters
  Score: Raw -388897.204483 + Penalty 2741.553491 = -386155.650992
  nChanged 8
		SP:Iteration 52Q (173793.460000 sec): 3 clusters
  Score: Raw -388899.505928 + Penalty 2741.553491 = -386157.952437
  nChanged 12
		SP:Iteration 53Q (173793.630000 sec): 3 clusters
  Score: Raw -388902.934859 + Penalty 2741.553491 = -386161.381368
  nChanged 6
		SP:Iteration 54Q (173793.810000 sec): 3 clusters
  Score: Raw -388905.044134 + Penalty 2741.553491 = -386163.490644
  nChanged 3
		SP:Iteration 55Q (173793.990000 sec): 3 clusters
  Score: Raw -388905.646229 + Penalty 2741.553491 = -386164.092738
  nChanged 2
		SP:Iteration 56Q (173794.160000 sec): 3 clusters
  Score: Raw -388906.222404 + Penalty 2741.553491 = -386164.668913
  nChanged 0
		SP:Iteration 57F (173794.340000 sec): 3 clusters
  Score: Raw -388906.222404 + Penalty 2741.553491 = -386164.668913
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 82 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173794.420000 sec): 2 clusters
  Score: Raw -64830.558968 + Penalty 1092.427342 = -63738.131626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173794.600000 sec): 3 clusters
  Score: Raw -64600.215167 + Penalty 2184.854683 = -62415.360484
  nChanged 262
		SP:Iteration 1F (173794.770000 sec): 3 clusters
  Score: Raw -64869.644420 + Penalty 2184.854683 = -62684.789736
  nChanged 71
		SP:Iteration 2F (173794.950000 sec): 3 clusters
  Score: Raw -64947.822663 + Penalty 2184.854683 = -62762.967980
  nChanged 35
		SP:Iteration 3Q (173795.130000 sec): 3 clusters
  Score: Raw -64987.558661 + Penalty 2184.854683 = -62802.703977
  nChanged 27
		SP:Iteration 4Q (173795.300000 sec): 3 clusters
  Score: Raw -65014.128742 + Penalty 2184.854683 = -62829.274058
  nChanged 16
		SP:Iteration 5Q (173795.480000 sec): 3 clusters
  Score: Raw -65031.367282 + Penalty 2184.854683 = -62846.512599
  nChanged 15
		SP:Iteration 6Q (173795.650000 sec): 3 clusters
  Score: Raw -65047.581741 + Penalty 2184.854683 = -62862.727058
  nChanged 6
		SP:Iteration 7Q (173795.830000 sec): 3 clusters
  Score: Raw -65053.758079 + Penalty 2184.854683 = -62868.903395
  nChanged 6
		SP:Iteration 8Q (173796.010000 sec): 3 clusters
  Score: Raw -65063.227373 + Penalty 2184.854683 = -62878.372690
  nChanged 4
		SP:Iteration 9Q (173796.180000 sec): 3 clusters
  Score: Raw -65065.742498 + Penalty 2184.854683 = -62880.887814
  nChanged 1
		SP:Iteration 10Q (173796.360000 sec): 3 clusters
  Score: Raw -65066.066822 + Penalty 2184.854683 = -62881.212138
  nChanged 1
		SP:Iteration 11Q (173796.530000 sec): 3 clusters
  Score: Raw -65067.660395 + Penalty 2184.854683 = -62882.805712
  nChanged 0
		SP:Iteration 12F (173796.710000 sec): 3 clusters
  Score: Raw -65067.660395 + Penalty 2184.854683 = -62882.805712
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 83 (2824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173796.820000 sec): 2 clusters
  Score: Raw -226870.067544 + Penalty 1291.210310 = -225578.857234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173797.000000 sec): 3 clusters
  Score: Raw -225550.728118 + Penalty 2582.420620 = -222968.307499
  nChanged 1040
		SP:Iteration 1F (173797.180000 sec): 3 clusters
  Score: Raw -226202.859619 + Penalty 2582.420620 = -223620.439000
  nChanged 265
		SP:Iteration 2F (173797.350000 sec): 3 clusters
  Score: Raw -226417.608691 + Penalty 2582.420620 = -223835.188071
  nChanged 194
		SP:Iteration 3F (173797.530000 sec): 3 clusters
  Score: Raw -226644.902132 + Penalty 2582.420620 = -224062.481512
  nChanged 204
		SP:Iteration 4F (173797.710000 sec): 3 clusters
  Score: Raw -226884.818218 + Penalty 2582.420620 = -224302.397599
  nChanged 173
		SP:Iteration 5F (173797.880000 sec): 3 clusters
  Score: Raw -227083.708998 + Penalty 2582.420620 = -224501.288378
  nChanged 149
		SP:Iteration 6F (173798.060000 sec): 3 clusters
  Score: Raw -227210.243844 + Penalty 2582.420620 = -224627.823224
  nChanged 99
		SP:Iteration 7Q (173798.230000 sec): 3 clusters
  Score: Raw -227284.724455 + Penalty 2582.420620 = -224702.303836
  nChanged 72
		SP:Iteration 8Q (173798.410000 sec): 3 clusters
  Score: Raw -227327.825667 + Penalty 2582.420620 = -224745.405047
  nChanged 46
		SP:Iteration 9Q (173798.590000 sec): 3 clusters
  Score: Raw -227355.440225 + Penalty 2582.420620 = -224773.019605
  nChanged 40
		SP:Iteration 10Q (173798.760000 sec): 3 clusters
  Score: Raw -227378.730055 + Penalty 2582.420620 = -224796.309436
  nChanged 32
		SP:Iteration 11Q (173798.940000 sec): 3 clusters
  Score: Raw -227392.165366 + Penalty 2582.420620 = -224809.744746
  nChanged 18
		SP:Iteration 12Q (173799.110000 sec): 3 clusters
  Score: Raw -227404.466570 + Penalty 2582.420620 = -224822.045951
  nChanged 20
		SP:Iteration 13Q (173799.290000 sec): 3 clusters
  Score: Raw -227414.527311 + Penalty 2582.420620 = -224832.106691
  nChanged 14
		SP:Iteration 14Q (173799.470000 sec): 3 clusters
  Score: Raw -227422.141472 + Penalty 2582.420620 = -224839.720853
  nChanged 18
		SP:Iteration 15Q (173799.640000 sec): 3 clusters
  Score: Raw -227431.341097 + Penalty 2582.420620 = -224848.920477
  nChanged 15
		SP:Iteration 16Q (173799.820000 sec): 3 clusters
  Score: Raw -227440.732204 + Penalty 2582.420620 = -224858.311585
  nChanged 21
		SP:Iteration 17Q (173800.000000 sec): 3 clusters
  Score: Raw -227447.338679 + Penalty 2582.420620 = -224864.918060
  nChanged 13
		SP:Iteration 18Q (173800.170000 sec): 3 clusters
  Score: Raw -227451.093519 + Penalty 2582.420620 = -224868.672900
  nChanged 4
		SP:Iteration 19Q (173800.350000 sec): 3 clusters
  Score: Raw -227455.077535 + Penalty 2582.420620 = -224872.656915
  nChanged 10
		SP:Iteration 20F (173800.520000 sec): 3 clusters
  Score: Raw -227459.440699 + Penalty 2582.420620 = -224877.020080
  nChanged 4
		SP:Iteration 21Q (173800.700000 sec): 3 clusters
  Score: Raw -227460.869123 + Penalty 2582.420620 = -224878.448503
  nChanged 0
		SP:Iteration 22F (173800.870000 sec): 3 clusters
  Score: Raw -227460.869123 + Penalty 2582.420620 = -224878.448503
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 84 (2517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173800.950000 sec): 2 clusters
  Score: Raw -207553.626750 + Penalty 1272.508737 = -206281.118014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173801.130000 sec): 3 clusters
  Score: Raw -206399.562484 + Penalty 2545.017473 = -203854.545011
  nChanged 908
		SP:Iteration 1F (173801.300000 sec): 3 clusters
  Score: Raw -207053.905882 + Penalty 2545.017473 = -204508.888409
  nChanged 252
		SP:Iteration 2F (173801.480000 sec): 3 clusters
  Score: Raw -207313.505949 + Penalty 2545.017473 = -204768.488476
  nChanged 195
		SP:Iteration 3F (173801.660000 sec): 3 clusters
  Score: Raw -207562.536699 + Penalty 2545.017473 = -205017.519226
  nChanged 171
		SP:Iteration 4F (173801.830000 sec): 3 clusters
  Score: Raw -207760.969620 + Penalty 2545.017473 = -205215.952146
  nChanged 153
		SP:Iteration 5F (173802.070000 sec): 3 clusters
  Score: Raw -207890.934110 + Penalty 2545.017473 = -205345.916636
  nChanged 82
		SP:Iteration 6Q (173802.200000 sec): 3 clusters
  Score: Raw -207948.091981 + Penalty 2545.017473 = -205403.074507
  nChanged 61
		SP:Iteration 7Q (173802.380000 sec): 3 clusters
  Score: Raw -207995.921426 + Penalty 2545.017473 = -205450.903952
  nChanged 62
		SP:Iteration 8Q (173802.560000 sec): 3 clusters
  Score: Raw -208047.742893 + Penalty 2545.017473 = -205502.725419
  nChanged 64
		SP:Iteration 9Q (173802.730000 sec): 3 clusters
  Score: Raw -208105.526129 + Penalty 2545.017473 = -205560.508656
  nChanged 61
		SP:Iteration 10Q (173802.910000 sec): 3 clusters
  Score: Raw -208163.817835 + Penalty 2545.017473 = -205618.800362
  nChanged 48
		SP:Iteration 11Q (173803.080000 sec): 3 clusters
  Score: Raw -208208.509061 + Penalty 2545.017473 = -205663.491587
  nChanged 35
		SP:Iteration 12Q (173803.260000 sec): 3 clusters
  Score: Raw -208229.676453 + Penalty 2545.017473 = -205684.658980
  nChanged 24
		SP:Iteration 13Q (173803.440000 sec): 3 clusters
  Score: Raw -208244.622443 + Penalty 2545.017473 = -205699.604969
  nChanged 17
		SP:Iteration 14Q (173803.610000 sec): 3 clusters
  Score: Raw -208253.601920 + Penalty 2545.017473 = -205708.584447
  nChanged 17
		SP:Iteration 15Q (173803.790000 sec): 3 clusters
  Score: Raw -208261.662955 + Penalty 2545.017473 = -205716.645481
  nChanged 13
		SP:Iteration 16Q (173803.960000 sec): 3 clusters
  Score: Raw -208266.927369 + Penalty 2545.017473 = -205721.909896
  nChanged 12
		SP:Iteration 17Q (173804.160000 sec): 3 clusters
  Score: Raw -208274.344836 + Penalty 2545.017473 = -205729.327362
  nChanged 13
		SP:Iteration 18Q (173804.320000 sec): 3 clusters
  Score: Raw -208285.653773 + Penalty 2545.017473 = -205740.636299
  nChanged 12
		SP:Iteration 19Q (173804.490000 sec): 3 clusters
  Score: Raw -208294.726992 + Penalty 2545.017473 = -205749.709518
  nChanged 11
		SP:Iteration 20F (173804.670000 sec): 3 clusters
  Score: Raw -208300.151008 + Penalty 2545.017473 = -205755.133534
  nChanged 11
		SP:Iteration 21Q (173804.840000 sec): 3 clusters
  Score: Raw -208305.194737 + Penalty 2545.017473 = -205760.177263
  nChanged 9
		SP:Iteration 22Q (173805.020000 sec): 3 clusters
  Score: Raw -208310.891530 + Penalty 2545.017473 = -205765.874057
  nChanged 10
		SP:Iteration 23Q (173805.190000 sec): 3 clusters
  Score: Raw -208317.835487 + Penalty 2545.017473 = -205772.818014
  nChanged 14
		SP:Iteration 24Q (173805.370000 sec): 3 clusters
  Score: Raw -208335.249967 + Penalty 2545.017473 = -205790.232493
  nChanged 16
		SP:Iteration 25Q (173805.540000 sec): 3 clusters
  Score: Raw -208351.066220 + Penalty 2545.017473 = -205806.048746
  nChanged 16
		SP:Iteration 26Q (173805.720000 sec): 3 clusters
  Score: Raw -208360.944389 + Penalty 2545.017473 = -205815.926916
  nChanged 11
		SP:Iteration 27Q (173805.900000 sec): 3 clusters
  Score: Raw -208367.549402 + Penalty 2545.017473 = -205822.531929
  nChanged 10
		SP:Iteration 28Q (173806.070000 sec): 3 clusters
  Score: Raw -208371.580545 + Penalty 2545.017473 = -205826.563072
  nChanged 10
		SP:Iteration 29Q (173806.250000 sec): 3 clusters
  Score: Raw -208376.473137 + Penalty 2545.017473 = -205831.455663
  nChanged 8
		SP:Iteration 30Q (173806.420000 sec): 3 clusters
  Score: Raw -208380.659613 + Penalty 2545.017473 = -205835.642139
  nChanged 9
		SP:Iteration 31Q (173806.600000 sec): 3 clusters
  Score: Raw -208383.692670 + Penalty 2545.017473 = -205838.675196
  nChanged 5
		SP:Iteration 32Q (173806.780000 sec): 3 clusters
  Score: Raw -208385.150947 + Penalty 2545.017473 = -205840.133474
  nChanged 2
		SP:Iteration 33Q (173806.950000 sec): 3 clusters
  Score: Raw -208386.377097 + Penalty 2545.017473 = -205841.359623
  nChanged 1
		SP:Iteration 34Q (173807.130000 sec): 3 clusters
  Score: Raw -208386.741428 + Penalty 2545.017473 = -205841.723954
  nChanged 1
		SP:Iteration 35Q (173807.300000 sec): 3 clusters
  Score: Raw -208387.220305 + Penalty 2545.017473 = -205842.202832
  nChanged 0
		SP:Iteration 36F (173807.480000 sec): 3 clusters
  Score: Raw -208387.220305 + Penalty 2545.017473 = -205842.202832
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 85 (7218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173807.580000 sec): 2 clusters
  Score: Raw -696916.645083 + Penalty 1443.704143 = -695472.940940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173807.800000 sec): 3 clusters
  Score: Raw -693009.926234 + Penalty 2887.408285 = -690122.517948
  nChanged 3039
		SP:Iteration 1F (173808.000000 sec): 3 clusters
  Score: Raw -694677.116963 + Penalty 2887.408285 = -691789.708678
  nChanged 497
		SP:Iteration 2F (173808.200000 sec): 3 clusters
  Score: Raw -694926.523212 + Penalty 2887.408285 = -692039.114927
  nChanged 420
		SP:Iteration 3F (173808.400000 sec): 3 clusters
  Score: Raw -695130.876361 + Penalty 2887.408285 = -692243.468076
  nChanged 329
		SP:Iteration 4Q (173808.610000 sec): 3 clusters
  Score: Raw -695292.513221 + Penalty 2887.408285 = -692405.104936
  nChanged 335
		SP:Iteration 5Q (173808.810000 sec): 3 clusters
  Score: Raw -695498.349212 + Penalty 2887.408285 = -692610.940927
  nChanged 367
		SP:Iteration 6F (173809.010000 sec): 3 clusters
  Score: Raw -695716.619457 + Penalty 2887.408285 = -692829.211172
  nChanged 373
		SP:Iteration 7F (173809.210000 sec): 3 clusters
  Score: Raw -695920.093336 + Penalty 2887.408285 = -693032.685051
  nChanged 346
		SP:Iteration 8Q (173809.420000 sec): 3 clusters
  Score: Raw -696103.090896 + Penalty 2887.408285 = -693215.682610
  nChanged 311
		SP:Iteration 9Q (173809.620000 sec): 3 clusters
  Score: Raw -696269.526279 + Penalty 2887.408285 = -693382.117994
  nChanged 279
		SP:Iteration 10Q (173809.820000 sec): 3 clusters
  Score: Raw -696405.175965 + Penalty 2887.408285 = -693517.767679
  nChanged 223
		SP:Iteration 11Q (173810.020000 sec): 3 clusters
  Score: Raw -696520.947966 + Penalty 2887.408285 = -693633.539680
  nChanged 210
		SP:Iteration 12Q (173810.270000 sec): 3 clusters
  Score: Raw -696629.359996 + Penalty 2887.408285 = -693741.951711
  nChanged 166
		SP:Iteration 13Q (173810.470000 sec): 3 clusters
  Score: Raw -696698.368157 + Penalty 2887.408285 = -693810.959872
  nChanged 143
		SP:Iteration 14Q (173810.680000 sec): 3 clusters
  Score: Raw -696748.501941 + Penalty 2887.408285 = -693861.093656
  nChanged 113
		SP:Iteration 15Q (173810.880000 sec): 3 clusters
  Score: Raw -696788.268283 + Penalty 2887.408285 = -693900.859998
  nChanged 78
		SP:Iteration 16Q (173811.080000 sec): 3 clusters
  Score: Raw -696813.518784 + Penalty 2887.408285 = -693926.110499
  nChanged 74
		SP:Iteration 17Q (173811.280000 sec): 3 clusters
  Score: Raw -696835.441711 + Penalty 2887.408285 = -693948.033426
  nChanged 63
		SP:Iteration 18Q (173811.490000 sec): 3 clusters
  Score: Raw -696850.568917 + Penalty 2887.408285 = -693963.160632
  nChanged 51
		SP:Iteration 19Q (173811.690000 sec): 3 clusters
  Score: Raw -696862.085580 + Penalty 2887.408285 = -693974.677295
  nChanged 44
		SP:Iteration 20F (173811.890000 sec): 3 clusters
  Score: Raw -696873.867159 + Penalty 2887.408285 = -693986.458873
  nChanged 44
		SP:Iteration 21Q (173812.100000 sec): 3 clusters
  Score: Raw -696883.048814 + Penalty 2887.408285 = -693995.640529
  nChanged 28
		SP:Iteration 22Q (173812.300000 sec): 3 clusters
  Score: Raw -696889.478644 + Penalty 2887.408285 = -694002.070358
  nChanged 25
		SP:Iteration 23Q (173812.490000 sec): 3 clusters
  Score: Raw -696894.081457 + Penalty 2887.408285 = -694006.673172
  nChanged 20
		SP:Iteration 24Q (173812.700000 sec): 3 clusters
  Score: Raw -696897.742159 + Penalty 2887.408285 = -694010.333874
  nChanged 18
		SP:Iteration 25Q (173812.900000 sec): 3 clusters
  Score: Raw -696900.967416 + Penalty 2887.408285 = -694013.559131
  nChanged 13
		SP:Iteration 26Q (173813.090000 sec): 3 clusters
  Score: Raw -696903.561677 + Penalty 2887.408285 = -694016.153391
  nChanged 15
		SP:Iteration 27Q (173813.260000 sec): 3 clusters
  Score: Raw -696906.876062 + Penalty 2887.408285 = -694019.467777
  nChanged 16
		SP:Iteration 28Q (173813.380000 sec): 3 clusters
  Score: Raw -696911.299415 + Penalty 2887.408285 = -694023.891130
  nChanged 23
		SP:Iteration 29Q (173813.560000 sec): 3 clusters
  Score: Raw -696917.468323 + Penalty 2887.408285 = -694030.060038
  nChanged 27
		SP:Iteration 30Q (173813.770000 sec): 3 clusters
  Score: Raw -696923.925108 + Penalty 2887.408285 = -694036.516823
  nChanged 25
		SP:Iteration 31Q (173813.970000 sec): 3 clusters
  Score: Raw -696932.344071 + Penalty 2887.408285 = -694044.935786
  nChanged 35
		SP:Iteration 32Q (173814.170000 sec): 3 clusters
  Score: Raw -696942.096741 + Penalty 2887.408285 = -694054.688456
  nChanged 43
		SP:Iteration 33Q (173814.370000 sec): 3 clusters
  Score: Raw -696953.597047 + Penalty 2887.408285 = -694066.188762
  nChanged 39
		SP:Iteration 34Q (173814.500000 sec): 3 clusters
  Score: Raw -696963.345171 + Penalty 2887.408285 = -694075.936886
  nChanged 30
		SP:Iteration 35Q (173814.690000 sec): 3 clusters
  Score: Raw -696969.182926 + Penalty 2887.408285 = -694081.774641
  nChanged 22
		SP:Iteration 36Q (173814.840000 sec): 3 clusters
  Score: Raw -696975.313150 + Penalty 2887.408285 = -694087.904865
  nChanged 29
		SP:Iteration 37Q (173814.950000 sec): 3 clusters
  Score: Raw -696983.020539 + Penalty 2887.408285 = -694095.612254
  nChanged 29
		SP:Iteration 38Q (173815.070000 sec): 3 clusters
  Score: Raw -696990.577389 + Penalty 2887.408285 = -694103.169104
  nChanged 33
		SP:Iteration 39Q (173815.190000 sec): 3 clusters
  Score: Raw -697000.162057 + Penalty 2887.408285 = -694112.753772
  nChanged 40
		SP:Iteration 40F (173815.370000 sec): 3 clusters
  Score: Raw -697010.857895 + Penalty 2887.408285 = -694123.449610
  nChanged 36
		SP:Iteration 41Q (173815.580000 sec): 3 clusters
  Score: Raw -697020.609235 + Penalty 2887.408285 = -694133.200950
  nChanged 35
		SP:Iteration 42Q (173815.800000 sec): 3 clusters
  Score: Raw -697029.828894 + Penalty 2887.408285 = -694142.420609
  nChanged 40
		SP:Iteration 43Q (173816.010000 sec): 3 clusters
  Score: Raw -697039.739656 + Penalty 2887.408285 = -694152.331371
  nChanged 46
		SP:Iteration 44Q (173816.220000 sec): 3 clusters
  Score: Raw -697051.268711 + Penalty 2887.408285 = -694163.860426
  nChanged 55
		SP:Iteration 45Q (173816.440000 sec): 3 clusters
  Score: Raw -697063.864518 + Penalty 2887.408285 = -694176.456233
  nChanged 49
		SP:Iteration 46Q (173816.630000 sec): 3 clusters
  Score: Raw -697076.391509 + Penalty 2887.408285 = -694188.983224
  nChanged 44
		SP:Iteration 47Q (173816.830000 sec): 3 clusters
  Score: Raw -697087.779147 + Penalty 2887.408285 = -694200.370862
  nChanged 51
		SP:Iteration 48Q (173817.040000 sec): 3 clusters
  Score: Raw -697101.347409 + Penalty 2887.408285 = -694213.939124
  nChanged 60
		SP:Iteration 49Q (173817.190000 sec): 3 clusters
  Score: Raw -697125.462323 + Penalty 2887.408285 = -694238.054038
  nChanged 76
		SP:Iteration 50Q (173817.380000 sec): 3 clusters
  Score: Raw -697156.209519 + Penalty 2887.408285 = -694268.801234
  nChanged 86
		SP:Iteration 51Q (173817.500000 sec): 3 clusters
  Score: Raw -697192.898839 + Penalty 2887.408285 = -694305.490554
  nChanged 93
		SP:Iteration 52Q (173817.610000 sec): 3 clusters
  Score: Raw -697234.357863 + Penalty 2887.408285 = -694346.949578
  nChanged 98
		SP:Iteration 53Q (173817.820000 sec): 3 clusters
  Score: Raw -697277.776474 + Penalty 2887.408285 = -694390.368189
  nChanged 89
		SP:Iteration 54Q (173818.020000 sec): 3 clusters
  Score: Raw -697319.878403 + Penalty 2887.408285 = -694432.470118
  nChanged 91
		SP:Iteration 55Q (173818.240000 sec): 3 clusters
  Score: Raw -697363.439446 + Penalty 2887.408285 = -694476.031161
  nChanged 99
		SP:Iteration 56Q (173818.450000 sec): 3 clusters
  Score: Raw -697401.524151 + Penalty 2887.408285 = -694514.115866
  nChanged 92
		SP:Iteration 57Q (173818.670000 sec): 3 clusters
  Score: Raw -697434.338319 + Penalty 2887.408285 = -694546.930034
  nChanged 92
		SP:Iteration 58Q (173818.820000 sec): 3 clusters
  Score: Raw -697470.158309 + Penalty 2887.408285 = -694582.750024
  nChanged 91
		SP:Iteration 59Q (173819.040000 sec): 3 clusters
  Score: Raw -697507.533042 + Penalty 2887.408285 = -694620.124756
  nChanged 104
		SP:Iteration 60F (173819.240000 sec): 3 clusters
  Score: Raw -697549.488074 + Penalty 2887.408285 = -694662.079789
  nChanged 96
		SP:Iteration 61Q (173819.440000 sec): 3 clusters
  Score: Raw -697589.258895 + Penalty 2887.408285 = -694701.850609
  nChanged 89
		SP:Iteration 62Q (173819.640000 sec): 3 clusters
  Score: Raw -697626.801135 + Penalty 2887.408285 = -694739.392850
  nChanged 81
		SP:Iteration 63Q (173819.850000 sec): 3 clusters
  Score: Raw -697656.121041 + Penalty 2887.408285 = -694768.712756
  nChanged 78
		SP:Iteration 64Q (173820.050000 sec): 3 clusters
  Score: Raw -697685.511085 + Penalty 2887.408285 = -694798.102800
  nChanged 64
		SP:Iteration 65Q (173820.270000 sec): 3 clusters
  Score: Raw -697710.592943 + Penalty 2887.408285 = -694823.184658
  nChanged 55
		SP:Iteration 66Q (173820.470000 sec): 3 clusters
  Score: Raw -697730.593293 + Penalty 2887.408285 = -694843.185008
  nChanged 59
		SP:Iteration 67Q (173820.680000 sec): 3 clusters
  Score: Raw -697750.448773 + Penalty 2887.408285 = -694863.040488
  nChanged 43
		SP:Iteration 68Q (173820.880000 sec): 3 clusters
  Score: Raw -697762.946072 + Penalty 2887.408285 = -694875.537787
  nChanged 34
		SP:Iteration 69Q (173821.080000 sec): 3 clusters
  Score: Raw -697771.419127 + Penalty 2887.408285 = -694884.010842
  nChanged 30
		SP:Iteration 70Q (173821.280000 sec): 3 clusters
  Score: Raw -697778.846460 + Penalty 2887.408285 = -694891.438175
  nChanged 23
		SP:Iteration 71Q (173821.480000 sec): 3 clusters
  Score: Raw -697785.144949 + Penalty 2887.408285 = -694897.736663
  nChanged 25
		SP:Iteration 72Q (173821.690000 sec): 3 clusters
  Score: Raw -697792.143558 + Penalty 2887.408285 = -694904.735273
  nChanged 21
		SP:Iteration 73Q (173821.890000 sec): 3 clusters
  Score: Raw -697797.591270 + Penalty 2887.408285 = -694910.182984
  nChanged 11
		SP:Iteration 74Q (173822.090000 sec): 3 clusters
  Score: Raw -697799.771917 + Penalty 2887.408285 = -694912.363632
  nChanged 13
		SP:Iteration 75Q (173822.250000 sec): 3 clusters
  Score: Raw -697802.314478 + Penalty 2887.408285 = -694914.906193
  nChanged 10
		SP:Iteration 76Q (173822.360000 sec): 3 clusters
  Score: Raw -697804.457505 + Penalty 2887.408285 = -694917.049219
  nChanged 7
		SP:Iteration 77Q (173822.570000 sec): 3 clusters
  Score: Raw -697805.816022 + Penalty 2887.408285 = -694918.407737
  nChanged 4
		SP:Iteration 78Q (173822.770000 sec): 3 clusters
  Score: Raw -697806.616375 + Penalty 2887.408285 = -694919.208090
  nChanged 6
		SP:Iteration 79Q (173822.970000 sec): 3 clusters
  Score: Raw -697807.821290 + Penalty 2887.408285 = -694920.413005
  nChanged 4
		SP:Iteration 80F (173823.170000 sec): 3 clusters
  Score: Raw -697808.764920 + Penalty 2887.408285 = -694921.356635
  nChanged 4
		SP:Iteration 81Q (173823.380000 sec): 3 clusters
  Score: Raw -697809.484974 + Penalty 2887.408285 = -694922.076689
  nChanged 5
		SP:Iteration 82Q (173823.580000 sec): 3 clusters
  Score: Raw -697810.231220 + Penalty 2887.408285 = -694922.822934
  nChanged 2
		SP:Iteration 83Q (173823.780000 sec): 3 clusters
  Score: Raw -697810.585317 + Penalty 2887.408285 = -694923.177032
  nChanged 5
		SP:Iteration 84Q (173823.980000 sec): 3 clusters
  Score: Raw -697811.600858 + Penalty 2887.408285 = -694924.192573
  nChanged 5
		SP:Iteration 85Q (173824.180000 sec): 3 clusters
  Score: Raw -697813.216664 + Penalty 2887.408285 = -694925.808379
  nChanged 6
		SP:Iteration 86Q (173824.380000 sec): 3 clusters
  Score: Raw -697814.818137 + Penalty 2887.408285 = -694927.409852
  nChanged 8
		SP:Iteration 87Q (173824.580000 sec): 3 clusters
  Score: Raw -697816.733013 + Penalty 2887.408285 = -694929.324728
  nChanged 6
		SP:Iteration 88Q (173824.780000 sec): 3 clusters
  Score: Raw -697817.972814 + Penalty 2887.408285 = -694930.564529
  nChanged 3
		SP:Iteration 89Q (173824.990000 sec): 3 clusters
  Score: Raw -697818.716686 + Penalty 2887.408285 = -694931.308401
  nChanged 3
		SP:Iteration 90Q (173825.190000 sec): 3 clusters
  Score: Raw -697819.241122 + Penalty 2887.408285 = -694931.832837
  nChanged 2
		SP:Iteration 91Q (173825.350000 sec): 3 clusters
  Score: Raw -697819.507465 + Penalty 2887.408285 = -694932.099180
  nChanged 0
		SP:Iteration 92F (173825.540000 sec): 3 clusters
  Score: Raw -697819.507465 + Penalty 2887.408285 = -694932.099180
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 86 (4392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173825.620000 sec): 2 clusters
  Score: Raw -366308.338402 + Penalty 1362.975247 = -364945.363154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173825.700000 sec): 3 clusters
  Score: Raw -364056.475981 + Penalty 2725.950495 = -361330.525486
  nChanged 1795
		SP:Iteration 1F (173825.780000 sec): 3 clusters
  Score: Raw -365445.172879 + Penalty 2725.950495 = -362719.222385
  nChanged 479
		SP:Iteration 2F (173825.870000 sec): 3 clusters
  Score: Raw -365961.694160 + Penalty 2725.950495 = -363235.743665
  nChanged 351
		SP:Iteration 3F (173825.950000 sec): 3 clusters
  Score: Raw -366245.436183 + Penalty 2725.950495 = -363519.485688
  nChanged 234
		SP:Iteration 4F (173826.030000 sec): 3 clusters
  Score: Raw -366419.359053 + Penalty 2725.950495 = -363693.408559
  nChanged 193
		SP:Iteration 5Q (173826.120000 sec): 3 clusters
  Score: Raw -366525.308623 + Penalty 2725.950495 = -363799.358128
  nChanged 151
		SP:Iteration 6Q (173826.200000 sec): 3 clusters
  Score: Raw -366626.667610 + Penalty 2725.950495 = -363900.717116
  nChanged 144
		SP:Iteration 7Q (173826.280000 sec): 3 clusters
  Score: Raw -366717.859613 + Penalty 2725.950495 = -363991.909119
  nChanged 108
		SP:Iteration 8Q (173826.370000 sec): 3 clusters
  Score: Raw -366776.918902 + Penalty 2725.950495 = -364050.968408
  nChanged 102
		SP:Iteration 9Q (173826.450000 sec): 3 clusters
  Score: Raw -366836.117217 + Penalty 2725.950495 = -364110.166723
  nChanged 104
		SP:Iteration 10Q (173826.540000 sec): 3 clusters
  Score: Raw -366910.167192 + Penalty 2725.950495 = -364184.216697
  nChanged 125
		SP:Iteration 11Q (173826.620000 sec): 3 clusters
  Score: Raw -366991.131985 + Penalty 2725.950495 = -364265.181491
  nChanged 118
		SP:Iteration 12Q (173826.700000 sec): 3 clusters
  Score: Raw -367077.531511 + Penalty 2725.950495 = -364351.581016
  nChanged 99
		SP:Iteration 13Q (173826.790000 sec): 3 clusters
  Score: Raw -367159.432346 + Penalty 2725.950495 = -364433.481851
  nChanged 100
		SP:Iteration 14Q (173826.870000 sec): 3 clusters
  Score: Raw -367236.369397 + Penalty 2725.950495 = -364510.418902
  nChanged 89
		SP:Iteration 15Q (173826.950000 sec): 3 clusters
  Score: Raw -367285.494127 + Penalty 2725.950495 = -364559.543632
  nChanged 56
		SP:Iteration 16Q (173827.030000 sec): 3 clusters
  Score: Raw -367310.099257 + Penalty 2725.950495 = -364584.148762
  nChanged 41
		SP:Iteration 17Q (173827.110000 sec): 3 clusters
  Score: Raw -367330.788569 + Penalty 2725.950495 = -364604.838074
  nChanged 43
		SP:Iteration 18Q (173827.200000 sec): 3 clusters
  Score: Raw -367350.858491 + Penalty 2725.950495 = -364624.907997
  nChanged 35
		SP:Iteration 19Q (173827.280000 sec): 3 clusters
  Score: Raw -367367.368268 + Penalty 2725.950495 = -364641.417773
  nChanged 27
		SP:Iteration 20F (173827.360000 sec): 3 clusters
  Score: Raw -367378.298057 + Penalty 2725.950495 = -364652.347563
  nChanged 30
		SP:Iteration 21Q (173827.450000 sec): 3 clusters
  Score: Raw -367389.710087 + Penalty 2725.950495 = -364663.759593
  nChanged 21
		SP:Iteration 22Q (173827.530000 sec): 3 clusters
  Score: Raw -367396.571484 + Penalty 2725.950495 = -364670.620990
  nChanged 14
		SP:Iteration 23Q (173827.610000 sec): 3 clusters
  Score: Raw -367400.576876 + Penalty 2725.950495 = -364674.626381
  nChanged 15
		SP:Iteration 24Q (173827.690000 sec): 3 clusters
  Score: Raw -367404.762754 + Penalty 2725.950495 = -364678.812259
  nChanged 9
		SP:Iteration 25Q (173827.780000 sec): 3 clusters
  Score: Raw -367407.416004 + Penalty 2725.950495 = -364681.465510
  nChanged 11
		SP:Iteration 26Q (173827.860000 sec): 3 clusters
  Score: Raw -367409.768907 + Penalty 2725.950495 = -364683.818412
  nChanged 4
		SP:Iteration 27Q (173827.950000 sec): 3 clusters
  Score: Raw -367411.124868 + Penalty 2725.950495 = -364685.174374
  nChanged 4
		SP:Iteration 28Q (173828.030000 sec): 3 clusters
  Score: Raw -367411.890117 + Penalty 2725.950495 = -364685.939622
  nChanged 3
		SP:Iteration 29Q (173828.110000 sec): 3 clusters
  Score: Raw -367412.779095 + Penalty 2725.950495 = -364686.828600
  nChanged 4
		SP:Iteration 30Q (173828.190000 sec): 3 clusters
  Score: Raw -367413.991780 + Penalty 2725.950495 = -364688.041285
  nChanged 5
		SP:Iteration 31Q (173828.270000 sec): 3 clusters
  Score: Raw -367415.704436 + Penalty 2725.950495 = -364689.753942
  nChanged 6
		SP:Iteration 32Q (173828.360000 sec): 3 clusters
  Score: Raw -367418.483961 + Penalty 2725.950495 = -364692.533466
  nChanged 7
		SP:Iteration 33Q (173828.440000 sec): 3 clusters
  Score: Raw -367420.115463 + Penalty 2725.950495 = -364694.164968
  nChanged 9
		SP:Iteration 34Q (173828.530000 sec): 3 clusters
  Score: Raw -367422.677700 + Penalty 2725.950495 = -364696.727206
  nChanged 8
		SP:Iteration 35Q (173828.610000 sec): 3 clusters
  Score: Raw -367425.654358 + Penalty 2725.950495 = -364699.703864
  nChanged 6
		SP:Iteration 36Q (173828.690000 sec): 3 clusters
  Score: Raw -367426.844334 + Penalty 2725.950495 = -364700.893840
  nChanged 3
		SP:Iteration 37Q (173828.770000 sec): 3 clusters
  Score: Raw -367427.285807 + Penalty 2725.950495 = -364701.335313
  nChanged 1
		SP:Iteration 38Q (173828.850000 sec): 3 clusters
  Score: Raw -367427.570203 + Penalty 2725.950495 = -364701.619709
  nChanged 2
		SP:Iteration 39Q (173828.940000 sec): 3 clusters
  Score: Raw -367428.242205 + Penalty 2725.950495 = -364702.291711
  nChanged 7
		SP:Iteration 40F (173829.020000 sec): 3 clusters
  Score: Raw -367430.164476 + Penalty 2725.950495 = -364704.213982
  nChanged 8
		SP:Iteration 41Q (173829.100000 sec): 3 clusters
  Score: Raw -367432.106025 + Penalty 2725.950495 = -364706.155531
  nChanged 9
		SP:Iteration 42Q (173829.270000 sec): 3 clusters
  Score: Raw -367436.587295 + Penalty 2725.950495 = -364710.636801
  nChanged 16
		SP:Iteration 43Q (173829.450000 sec): 3 clusters
  Score: Raw -367444.432397 + Penalty 2725.950495 = -364718.481902
  nChanged 23
		SP:Iteration 44Q (173829.630000 sec): 3 clusters
  Score: Raw -367459.521791 + Penalty 2725.950495 = -364733.571297
  nChanged 24
		SP:Iteration 45Q (173829.800000 sec): 3 clusters
  Score: Raw -367470.292205 + Penalty 2725.950495 = -364744.341711
  nChanged 21
		SP:Iteration 46Q (173829.980000 sec): 3 clusters
  Score: Raw -367477.560213 + Penalty 2725.950495 = -364751.609718
  nChanged 14
		SP:Iteration 47Q (173830.150000 sec): 3 clusters
  Score: Raw -367482.343541 + Penalty 2725.950495 = -364756.393046
  nChanged 12
		SP:Iteration 48Q (173830.330000 sec): 3 clusters
  Score: Raw -367486.997077 + Penalty 2725.950495 = -364761.046583
  nChanged 13
		SP:Iteration 49Q (173830.510000 sec): 3 clusters
  Score: Raw -367492.318870 + Penalty 2725.950495 = -364766.368375
  nChanged 13
		SP:Iteration 50Q (173830.680000 sec): 3 clusters
  Score: Raw -367496.118955 + Penalty 2725.950495 = -364770.168460
  nChanged 13
		SP:Iteration 51Q (173830.780000 sec): 3 clusters
  Score: Raw -367500.704425 + Penalty 2725.950495 = -364774.753930
  nChanged 11
		SP:Iteration 52Q (173830.870000 sec): 3 clusters
  Score: Raw -367504.429261 + Penalty 2725.950495 = -364778.478766
  nChanged 13
		SP:Iteration 53Q (173830.950000 sec): 3 clusters
  Score: Raw -367508.785947 + Penalty 2725.950495 = -364782.835452
  nChanged 14
		SP:Iteration 54Q (173831.030000 sec): 3 clusters
  Score: Raw -367514.621717 + Penalty 2725.950495 = -364788.671222
  nChanged 13
		SP:Iteration 55Q (173831.120000 sec): 3 clusters
  Score: Raw -367518.474497 + Penalty 2725.950495 = -364792.524002
  nChanged 9
		SP:Iteration 56Q (173831.200000 sec): 3 clusters
  Score: Raw -367523.440352 + Penalty 2725.950495 = -364797.489857
  nChanged 11
		SP:Iteration 57Q (173831.350000 sec): 3 clusters
  Score: Raw -367528.497497 + Penalty 2725.950495 = -364802.547002
  nChanged 11
		SP:Iteration 58Q (173831.530000 sec): 3 clusters
  Score: Raw -367531.024520 + Penalty 2725.950495 = -364805.074025
  nChanged 7
		SP:Iteration 59Q (173831.700000 sec): 3 clusters
  Score: Raw -367532.251289 + Penalty 2725.950495 = -364806.300795
  nChanged 2
		SP:Iteration 60F (173831.880000 sec): 3 clusters
  Score: Raw -367532.539867 + Penalty 2725.950495 = -364806.589373
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 87 (2218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173831.990000 sec): 2 clusters
  Score: Raw -181713.553005 + Penalty 1251.958690 = -180461.594315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173832.060000 sec): 3 clusters
  Score: Raw -180738.256831 + Penalty 2503.917380 = -178234.339451
  nChanged 804
		SP:Iteration 1F (173832.100000 sec): 3 clusters
  Score: Raw -181336.035918 + Penalty 2503.917380 = -178832.118538
  nChanged 222
		SP:Iteration 2F (173832.140000 sec): 3 clusters
  Score: Raw -181593.651956 + Penalty 2503.917380 = -179089.734577
  nChanged 155
		SP:Iteration 3F (173832.180000 sec): 3 clusters
  Score: Raw -181769.035388 + Penalty 2503.917380 = -179265.118009
  nChanged 148
		SP:Iteration 4F (173832.220000 sec): 3 clusters
  Score: Raw -181933.468181 + Penalty 2503.917380 = -179429.550802
  nChanged 111
		SP:Iteration 5F (173832.270000 sec): 3 clusters
  Score: Raw -182053.922254 + Penalty 2503.917380 = -179550.004874
  nChanged 91
		SP:Iteration 6Q (173832.310000 sec): 3 clusters
  Score: Raw -182155.340123 + Penalty 2503.917380 = -179651.422743
  nChanged 79
		SP:Iteration 7Q (173832.350000 sec): 3 clusters
  Score: Raw -182240.625436 + Penalty 2503.917380 = -179736.708056
  nChanged 59
		SP:Iteration 8Q (173832.390000 sec): 3 clusters
  Score: Raw -182303.310457 + Penalty 2503.917380 = -179799.393078
  nChanged 49
		SP:Iteration 9Q (173832.440000 sec): 3 clusters
  Score: Raw -182346.099504 + Penalty 2503.917380 = -179842.182124
  nChanged 35
		SP:Iteration 10Q (173832.480000 sec): 3 clusters
  Score: Raw -182373.566343 + Penalty 2503.917380 = -179869.648963
  nChanged 36
		SP:Iteration 11Q (173832.520000 sec): 3 clusters
  Score: Raw -182400.180601 + Penalty 2503.917380 = -179896.263222
  nChanged 21
		SP:Iteration 12Q (173832.560000 sec): 3 clusters
  Score: Raw -182416.132153 + Penalty 2503.917380 = -179912.214774
  nChanged 20
		SP:Iteration 13Q (173832.600000 sec): 3 clusters
  Score: Raw -182431.341211 + Penalty 2503.917380 = -179927.423831
  nChanged 15
		SP:Iteration 14Q (173832.650000 sec): 3 clusters
  Score: Raw -182444.308899 + Penalty 2503.917380 = -179940.391520
  nChanged 14
		SP:Iteration 15Q (173832.810000 sec): 3 clusters
  Score: Raw -182453.367206 + Penalty 2503.917380 = -179949.449826
  nChanged 13
		SP:Iteration 16Q (173832.980000 sec): 3 clusters
  Score: Raw -182467.431545 + Penalty 2503.917380 = -179963.514165
  nChanged 19
		SP:Iteration 17Q (173833.160000 sec): 3 clusters
  Score: Raw -182485.307832 + Penalty 2503.917380 = -179981.390452
  nChanged 17
		SP:Iteration 18Q (173833.300000 sec): 3 clusters
  Score: Raw -182502.961568 + Penalty 2503.917380 = -179999.044188
  nChanged 20
		SP:Iteration 19Q (173833.340000 sec): 3 clusters
  Score: Raw -182519.940169 + Penalty 2503.917380 = -180016.022790
  nChanged 24
		SP:Iteration 20F (173833.390000 sec): 3 clusters
  Score: Raw -182536.135713 + Penalty 2503.917380 = -180032.218333
  nChanged 16
		SP:Iteration 21Q (173833.430000 sec): 3 clusters
  Score: Raw -182551.939977 + Penalty 2503.917380 = -180048.022598
  nChanged 20
		SP:Iteration 22Q (173833.470000 sec): 3 clusters
  Score: Raw -182568.315737 + Penalty 2503.917380 = -180064.398357
  nChanged 15
		SP:Iteration 23Q (173833.510000 sec): 3 clusters
  Score: Raw -182575.830915 + Penalty 2503.917380 = -180071.913535
  nChanged 7
		SP:Iteration 24Q (173833.560000 sec): 3 clusters
  Score: Raw -182580.325063 + Penalty 2503.917380 = -180076.407683
  nChanged 8
		SP:Iteration 25Q (173833.600000 sec): 3 clusters
  Score: Raw -182583.836275 + Penalty 2503.917380 = -180079.918895
  nChanged 3
		SP:Iteration 26Q (173833.640000 sec): 3 clusters
  Score: Raw -182585.588161 + Penalty 2503.917380 = -180081.670782
  nChanged 4
		SP:Iteration 27Q (173833.680000 sec): 3 clusters
  Score: Raw -182587.514405 + Penalty 2503.917380 = -180083.597026
  nChanged 2
		SP:Iteration 28Q (173833.720000 sec): 3 clusters
  Score: Raw -182588.458965 + Penalty 2503.917380 = -180084.541585
  nChanged 1
		SP:Iteration 29Q (173833.760000 sec): 3 clusters
  Score: Raw -182589.262353 + Penalty 2503.917380 = -180085.344973
  nChanged 0
		SP:Iteration 30F (173833.800000 sec): 3 clusters
  Score: Raw -182589.262353 + Penalty 2503.917380 = -180085.344973
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 88 (6261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173833.890000 sec): 2 clusters
  Score: Raw -539714.915098 + Penalty 1420.590469 = -538294.324629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173834.000000 sec): 3 clusters
  Score: Raw -536375.626821 + Penalty 2841.180939 = -533534.445882
  nChanged 2575
		SP:Iteration 1F (173834.090000 sec): 3 clusters
  Score: Raw -537811.945857 + Penalty 2841.180939 = -534970.764919
  nChanged 468
		SP:Iteration 2F (173834.190000 sec): 3 clusters
  Score: Raw -538084.818136 + Penalty 2841.180939 = -535243.637197
  nChanged 410
		SP:Iteration 3F (173834.290000 sec): 3 clusters
  Score: Raw -538346.735273 + Penalty 2841.180939 = -535505.554335
  nChanged 403
		SP:Iteration 4F (173834.390000 sec): 3 clusters
  Score: Raw -538609.819525 + Penalty 2841.180939 = -535768.638587
  nChanged 367
		SP:Iteration 5F (173834.490000 sec): 3 clusters
  Score: Raw -538861.743593 + Penalty 2841.180939 = -536020.562654
  nChanged 322
		SP:Iteration 6F (173834.590000 sec): 3 clusters
  Score: Raw -539107.289998 + Penalty 2841.180939 = -536266.109059
  nChanged 299
		SP:Iteration 7Q (173834.690000 sec): 3 clusters
  Score: Raw -539309.524706 + Penalty 2841.180939 = -536468.343768
  nChanged 248
		SP:Iteration 8Q (173834.800000 sec): 3 clusters
  Score: Raw -539466.698997 + Penalty 2841.180939 = -536625.518058
  nChanged 186
		SP:Iteration 9Q (173834.900000 sec): 3 clusters
  Score: Raw -539559.964632 + Penalty 2841.180939 = -536718.783694
  nChanged 146
		SP:Iteration 10Q (173835.010000 sec): 3 clusters
  Score: Raw -539623.996919 + Penalty 2841.180939 = -536782.815981
  nChanged 116
		SP:Iteration 11Q (173835.120000 sec): 3 clusters
  Score: Raw -539675.443721 + Penalty 2841.180939 = -536834.262782
  nChanged 115
		SP:Iteration 12Q (173835.220000 sec): 3 clusters
  Score: Raw -539725.046181 + Penalty 2841.180939 = -536883.865242
  nChanged 90
		SP:Iteration 13Q (173835.320000 sec): 3 clusters
  Score: Raw -539766.153538 + Penalty 2841.180939 = -536924.972599
  nChanged 93
		SP:Iteration 14Q (173835.420000 sec): 3 clusters
  Score: Raw -539804.951711 + Penalty 2841.180939 = -536963.770772
  nChanged 82
		SP:Iteration 15Q (173835.620000 sec): 3 clusters
  Score: Raw -539840.373788 + Penalty 2841.180939 = -536999.192849
  nChanged 70
		SP:Iteration 16Q (173835.800000 sec): 3 clusters
  Score: Raw -539872.225327 + Penalty 2841.180939 = -537031.044389
  nChanged 68
		SP:Iteration 17Q (173835.970000 sec): 3 clusters
  Score: Raw -539904.429095 + Penalty 2841.180939 = -537063.248157
  nChanged 73
		SP:Iteration 18Q (173836.140000 sec): 3 clusters
  Score: Raw -539936.305550 + Penalty 2841.180939 = -537095.124612
  nChanged 64
		SP:Iteration 19Q (173836.300000 sec): 3 clusters
  Score: Raw -539963.049052 + Penalty 2841.180939 = -537121.868113
  nChanged 64
		SP:Iteration 20F (173836.470000 sec): 3 clusters
  Score: Raw -539985.793682 + Penalty 2841.180939 = -537144.612743
  nChanged 57
		SP:Iteration 21Q (173836.640000 sec): 3 clusters
  Score: Raw -540006.824113 + Penalty 2841.180939 = -537165.643174
  nChanged 50
		SP:Iteration 22Q (173836.740000 sec): 3 clusters
  Score: Raw -540032.771125 + Penalty 2841.180939 = -537191.590187
  nChanged 60
		SP:Iteration 23Q (173836.840000 sec): 3 clusters
  Score: Raw -540060.387284 + Penalty 2841.180939 = -537219.206345
  nChanged 53
		SP:Iteration 24Q (173836.950000 sec): 3 clusters
  Score: Raw -540084.827131 + Penalty 2841.180939 = -537243.646192
  nChanged 57
		SP:Iteration 25Q (173837.060000 sec): 3 clusters
  Score: Raw -540110.963734 + Penalty 2841.180939 = -537269.782796
  nChanged 50
		SP:Iteration 26Q (173837.260000 sec): 3 clusters
  Score: Raw -540131.532324 + Penalty 2841.180939 = -537290.351385
  nChanged 35
		SP:Iteration 27Q (173837.470000 sec): 3 clusters
  Score: Raw -540149.020465 + Penalty 2841.180939 = -537307.839526
  nChanged 41
		SP:Iteration 28Q (173837.620000 sec): 3 clusters
  Score: Raw -540166.102753 + Penalty 2841.180939 = -537324.921814
  nChanged 32
		SP:Iteration 29Q (173837.780000 sec): 3 clusters
  Score: Raw -540176.332267 + Penalty 2841.180939 = -537335.151328
  nChanged 24
		SP:Iteration 30Q (173837.950000 sec): 3 clusters
  Score: Raw -540183.533633 + Penalty 2841.180939 = -537342.352695
  nChanged 19
		SP:Iteration 31Q (173838.120000 sec): 3 clusters
  Score: Raw -540191.910332 + Penalty 2841.180939 = -537350.729393
  nChanged 24
		SP:Iteration 32Q (173838.280000 sec): 3 clusters
  Score: Raw -540201.098241 + Penalty 2841.180939 = -537359.917303
  nChanged 25
		SP:Iteration 33Q (173838.440000 sec): 3 clusters
  Score: Raw -540209.087214 + Penalty 2841.180939 = -537367.906276
  nChanged 28
		SP:Iteration 34Q (173838.610000 sec): 3 clusters
  Score: Raw -540219.135048 + Penalty 2841.180939 = -537377.954109
  nChanged 17
		SP:Iteration 35Q (173838.780000 sec): 3 clusters
  Score: Raw -540225.067857 + Penalty 2841.180939 = -537383.886919
  nChanged 12
		SP:Iteration 36Q (173838.880000 sec): 3 clusters
  Score: Raw -540229.124983 + Penalty 2841.180939 = -537387.944044
  nChanged 11
		SP:Iteration 37Q (173838.980000 sec): 3 clusters
  Score: Raw -540232.060843 + Penalty 2841.180939 = -537390.879904
  nChanged 10
		SP:Iteration 38Q (173839.080000 sec): 3 clusters
  Score: Raw -540236.933940 + Penalty 2841.180939 = -537395.753002
  nChanged 11
		SP:Iteration 39Q (173839.180000 sec): 3 clusters
  Score: Raw -540239.870070 + Penalty 2841.180939 = -537398.689132
  nChanged 9
		SP:Iteration 40F (173839.420000 sec): 3 clusters
  Score: Raw -540243.597469 + Penalty 2841.180939 = -537402.416530
  nChanged 9
		SP:Iteration 41Q (173839.610000 sec): 3 clusters
  Score: Raw -540247.784138 + Penalty 2841.180939 = -537406.603200
  nChanged 11
		SP:Iteration 42Q (173839.820000 sec): 3 clusters
  Score: Raw -540252.119019 + Penalty 2841.180939 = -537410.938081
  nChanged 7
		SP:Iteration 43Q (173840.000000 sec): 3 clusters
  Score: Raw -540254.088273 + Penalty 2841.180939 = -537412.907335
  nChanged 9
		SP:Iteration 44Q (173840.140000 sec): 3 clusters
  Score: Raw -540258.214951 + Penalty 2841.180939 = -537417.034012
  nChanged 8
		SP:Iteration 45Q (173840.300000 sec): 3 clusters
  Score: Raw -540262.271605 + Penalty 2841.180939 = -537421.090666
  nChanged 9
		SP:Iteration 46Q (173840.470000 sec): 3 clusters
  Score: Raw -540265.996222 + Penalty 2841.180939 = -537424.815284
  nChanged 5
		SP:Iteration 47Q (173840.630000 sec): 3 clusters
  Score: Raw -540267.683727 + Penalty 2841.180939 = -537426.502788
  nChanged 4
		SP:Iteration 48Q (173840.800000 sec): 3 clusters
  Score: Raw -540268.521708 + Penalty 2841.180939 = -537427.340769
  nChanged 6
		SP:Iteration 49Q (173840.960000 sec): 3 clusters
  Score: Raw -540270.379538 + Penalty 2841.180939 = -537429.198599
  nChanged 6
		SP:Iteration 50Q (173841.130000 sec): 3 clusters
  Score: Raw -540271.833665 + Penalty 2841.180939 = -537430.652727
  nChanged 7
		SP:Iteration 51Q (173841.290000 sec): 3 clusters
  Score: Raw -540273.197966 + Penalty 2841.180939 = -537432.017028
  nChanged 1
		SP:Iteration 52Q (173841.460000 sec): 3 clusters
  Score: Raw -540273.284580 + Penalty 2841.180939 = -537432.103642
  nChanged 0
		SP:Iteration 53F (173841.620000 sec): 3 clusters
  Score: Raw -540273.284580 + Penalty 2841.180939 = -537432.103642
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 89 (9990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173841.770000 sec): 2 clusters
  Score: Raw -914238.111499 + Penalty 1496.517729 = -912741.593770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173842.000000 sec): 3 clusters
  Score: Raw -908546.084626 + Penalty 2993.035458 = -905553.049168
  nChanged 4347
		SP:Iteration 1F (173842.220000 sec): 3 clusters
  Score: Raw -911067.083631 + Penalty 2993.035458 = -908074.048173
  nChanged 756
		SP:Iteration 2F (173842.480000 sec): 3 clusters
  Score: Raw -911527.826147 + Penalty 2993.035458 = -908534.790688
  nChanged 705
		SP:Iteration 3F (173842.710000 sec): 3 clusters
  Score: Raw -911978.805057 + Penalty 2993.035458 = -908985.769598
  nChanged 675
		SP:Iteration 4F (173842.930000 sec): 3 clusters
  Score: Raw -912385.840933 + Penalty 2993.035458 = -909392.805474
  nChanged 576
		SP:Iteration 5F (173843.160000 sec): 3 clusters
  Score: Raw -912696.236263 + Penalty 2993.035458 = -909703.200805
  nChanged 459
		SP:Iteration 6Q (173843.380000 sec): 3 clusters
  Score: Raw -912925.920612 + Penalty 2993.035458 = -909932.885154
  nChanged 382
		SP:Iteration 7Q (173843.610000 sec): 3 clusters
  Score: Raw -913097.800711 + Penalty 2993.035458 = -910104.765252
  nChanged 301
		SP:Iteration 8Q (173843.840000 sec): 3 clusters
  Score: Raw -913233.053645 + Penalty 2993.035458 = -910240.018186
  nChanged 258
		SP:Iteration 9Q (173844.060000 sec): 3 clusters
  Score: Raw -913338.650192 + Penalty 2993.035458 = -910345.614734
  nChanged 207
		SP:Iteration 10Q (173844.280000 sec): 3 clusters
  Score: Raw -913418.498791 + Penalty 2993.035458 = -910425.463333
  nChanged 194
		SP:Iteration 11Q (173844.510000 sec): 3 clusters
  Score: Raw -913493.117843 + Penalty 2993.035458 = -910500.082385
  nChanged 172
		SP:Iteration 12Q (173844.730000 sec): 3 clusters
  Score: Raw -913556.676519 + Penalty 2993.035458 = -910563.641060
  nChanged 173
		SP:Iteration 13Q (173844.960000 sec): 3 clusters
  Score: Raw -913623.713726 + Penalty 2993.035458 = -910630.678267
  nChanged 174
		SP:Iteration 14Q (173845.180000 sec): 3 clusters
  Score: Raw -913687.256613 + Penalty 2993.035458 = -910694.221155
  nChanged 161
		SP:Iteration 15Q (173845.400000 sec): 3 clusters
  Score: Raw -913746.636227 + Penalty 2993.035458 = -910753.600769
  nChanged 151
		SP:Iteration 16Q (173845.620000 sec): 3 clusters
  Score: Raw -913796.236992 + Penalty 2993.035458 = -910803.201533
  nChanged 150
		SP:Iteration 17Q (173845.840000 sec): 3 clusters
  Score: Raw -913845.620250 + Penalty 2993.035458 = -910852.584792
  nChanged 153
		SP:Iteration 18Q (173846.110000 sec): 3 clusters
  Score: Raw -913892.311689 + Penalty 2993.035458 = -910899.276231
  nChanged 139
		SP:Iteration 19Q (173846.340000 sec): 3 clusters
  Score: Raw -913932.515850 + Penalty 2993.035458 = -910939.480392
  nChanged 139
		SP:Iteration 20F (173846.570000 sec): 3 clusters
  Score: Raw -913973.776022 + Penalty 2993.035458 = -910980.740564
  nChanged 147
		SP:Iteration 21Q (173846.800000 sec): 3 clusters
  Score: Raw -914019.154833 + Penalty 2993.035458 = -911026.119375
  nChanged 163
		SP:Iteration 22Q (173847.030000 sec): 3 clusters
  Score: Raw -914075.841898 + Penalty 2993.035458 = -911082.806440
  nChanged 157
		SP:Iteration 23Q (173847.260000 sec): 3 clusters
  Score: Raw -914123.190768 + Penalty 2993.035458 = -911130.155310
  nChanged 153
		SP:Iteration 24Q (173847.490000 sec): 3 clusters
  Score: Raw -914168.984397 + Penalty 2993.035458 = -911175.948939
  nChanged 143
		SP:Iteration 25Q (173847.720000 sec): 3 clusters
  Score: Raw -914213.050012 + Penalty 2993.035458 = -911220.014554
  nChanged 125
		SP:Iteration 26Q (173847.960000 sec): 3 clusters
  Score: Raw -914246.250825 + Penalty 2993.035458 = -911253.215366
  nChanged 121
		SP:Iteration 27Q (173848.180000 sec): 3 clusters
  Score: Raw -914278.417716 + Penalty 2993.035458 = -911285.382258
  nChanged 109
		SP:Iteration 28Q (173848.420000 sec): 3 clusters
  Score: Raw -914307.185716 + Penalty 2993.035458 = -911314.150258
  nChanged 115
		SP:Iteration 29Q (173848.650000 sec): 3 clusters
  Score: Raw -914340.654320 + Penalty 2993.035458 = -911347.618862
  nChanged 115
		SP:Iteration 30Q (173848.880000 sec): 3 clusters
  Score: Raw -914372.595018 + Penalty 2993.035458 = -911379.559559
  nChanged 113
		SP:Iteration 31Q (173849.110000 sec): 3 clusters
  Score: Raw -914411.188013 + Penalty 2993.035458 = -911418.152555
  nChanged 102
		SP:Iteration 32Q (173849.340000 sec): 3 clusters
  Score: Raw -914445.800913 + Penalty 2993.035458 = -911452.765455
  nChanged 103
		SP:Iteration 33Q (173849.530000 sec): 3 clusters
  Score: Raw -914475.472741 + Penalty 2993.035458 = -911482.437283
  nChanged 90
		SP:Iteration 34Q (173849.760000 sec): 3 clusters
  Score: Raw -914502.745027 + Penalty 2993.035458 = -911509.709569
  nChanged 93
		SP:Iteration 35Q (173849.950000 sec): 3 clusters
  Score: Raw -914534.032180 + Penalty 2993.035458 = -911540.996721
  nChanged 92
		SP:Iteration 36Q (173850.130000 sec): 3 clusters
  Score: Raw -914566.449757 + Penalty 2993.035458 = -911573.414299
  nChanged 97
		SP:Iteration 37Q (173850.320000 sec): 3 clusters
  Score: Raw -914600.217397 + Penalty 2993.035458 = -911607.181939
  nChanged 86
		SP:Iteration 38Q (173850.550000 sec): 3 clusters
  Score: Raw -914626.609906 + Penalty 2993.035458 = -911633.574447
  nChanged 71
		SP:Iteration 39Q (173850.740000 sec): 3 clusters
  Score: Raw -914645.771095 + Penalty 2993.035458 = -911652.735637
  nChanged 61
		SP:Iteration 40F (173850.960000 sec): 3 clusters
  Score: Raw -914662.908425 + Penalty 2993.035458 = -911669.872967
  nChanged 49
		SP:Iteration 41Q (173851.150000 sec): 3 clusters
  Score: Raw -914676.083825 + Penalty 2993.035458 = -911683.048366
  nChanged 56
		SP:Iteration 42Q (173851.340000 sec): 3 clusters
  Score: Raw -914692.817328 + Penalty 2993.035458 = -911699.781870
  nChanged 62
		SP:Iteration 43Q (173851.570000 sec): 3 clusters
  Score: Raw -914710.779533 + Penalty 2993.035458 = -911717.744075
  nChanged 64
		SP:Iteration 44Q (173851.750000 sec): 3 clusters
  Score: Raw -914734.356262 + Penalty 2993.035458 = -911741.320804
  nChanged 63
		SP:Iteration 45Q (173851.940000 sec): 3 clusters
  Score: Raw -914757.136920 + Penalty 2993.035458 = -911764.101461
  nChanged 64
		SP:Iteration 46Q (173852.120000 sec): 3 clusters
  Score: Raw -914777.917422 + Penalty 2993.035458 = -911784.881963
  nChanged 58
		SP:Iteration 47Q (173852.310000 sec): 3 clusters
  Score: Raw -914793.168030 + Penalty 2993.035458 = -911800.132572
  nChanged 45
		SP:Iteration 48Q (173852.540000 sec): 3 clusters
  Score: Raw -914804.917707 + Penalty 2993.035458 = -911811.882249
  nChanged 34
		SP:Iteration 49Q (173852.720000 sec): 3 clusters
  Score: Raw -914812.441107 + Penalty 2993.035458 = -911819.405649
  nChanged 25
		SP:Iteration 50Q (173852.910000 sec): 3 clusters
  Score: Raw -914817.824738 + Penalty 2993.035458 = -911824.789280
  nChanged 20
		SP:Iteration 51Q (173853.100000 sec): 3 clusters
  Score: Raw -914823.680909 + Penalty 2993.035458 = -911830.645451
  nChanged 25
		SP:Iteration 52Q (173853.280000 sec): 3 clusters
  Score: Raw -914830.048659 + Penalty 2993.035458 = -911837.013201
  nChanged 17
		SP:Iteration 53Q (173853.470000 sec): 3 clusters
  Score: Raw -914834.109031 + Penalty 2993.035458 = -911841.073573
  nChanged 19
		SP:Iteration 54Q (173853.660000 sec): 3 clusters
  Score: Raw -914838.798459 + Penalty 2993.035458 = -911845.763000
  nChanged 20
		SP:Iteration 55Q (173853.880000 sec): 3 clusters
  Score: Raw -914843.751296 + Penalty 2993.035458 = -911850.715837
  nChanged 21
		SP:Iteration 56Q (173854.110000 sec): 3 clusters
  Score: Raw -914848.517383 + Penalty 2993.035458 = -911855.481924
  nChanged 12
		SP:Iteration 57Q (173854.330000 sec): 3 clusters
  Score: Raw -914851.191387 + Penalty 2993.035458 = -911858.155929
  nChanged 12
		SP:Iteration 58Q (173854.560000 sec): 3 clusters
  Score: Raw -914853.656311 + Penalty 2993.035458 = -911860.620853
  nChanged 6
		SP:Iteration 59Q (173854.780000 sec): 3 clusters
  Score: Raw -914855.064072 + Penalty 2993.035458 = -911862.028614
  nChanged 2
		SP:Iteration 60F (173855.000000 sec): 3 clusters
  Score: Raw -914855.350094 + Penalty 2993.035458 = -911862.314636
  nChanged 3
		SP:Iteration 61Q (173855.190000 sec): 3 clusters
  Score: Raw -914856.172353 + Penalty 2993.035458 = -911863.136895
  nChanged 5
		SP:Iteration 62Q (173855.380000 sec): 3 clusters
  Score: Raw -914857.199943 + Penalty 2993.035458 = -911864.164484
  nChanged 5
		SP:Iteration 63Q (173855.590000 sec): 3 clusters
  Score: Raw -914858.141059 + Penalty 2993.035458 = -911865.105601
  nChanged 4
		SP:Iteration 64Q (173855.740000 sec): 3 clusters
  Score: Raw -914858.970453 + Penalty 2993.035458 = -911865.934995
  nChanged 4
		SP:Iteration 65Q (173855.960000 sec): 3 clusters
  Score: Raw -914859.856295 + Penalty 2993.035458 = -911866.820837
  nChanged 3
		SP:Iteration 66Q (173856.180000 sec): 3 clusters
  Score: Raw -914860.636474 + Penalty 2993.035458 = -911867.601015
  nChanged 3
		SP:Iteration 67Q (173856.450000 sec): 3 clusters
  Score: Raw -914861.238394 + Penalty 2993.035458 = -911868.202936
  nChanged 7
		SP:Iteration 68Q (173856.640000 sec): 3 clusters
  Score: Raw -914862.591045 + Penalty 2993.035458 = -911869.555586
  nChanged 9
		SP:Iteration 69Q (173856.820000 sec): 3 clusters
  Score: Raw -914864.599185 + Penalty 2993.035458 = -911871.563727
  nChanged 7
		SP:Iteration 70Q (173857.000000 sec): 3 clusters
  Score: Raw -914866.509023 + Penalty 2993.035458 = -911873.473565
  nChanged 11
		SP:Iteration 71Q (173857.200000 sec): 3 clusters
  Score: Raw -914868.584316 + Penalty 2993.035458 = -911875.548857
  nChanged 7
		SP:Iteration 72Q (173857.380000 sec): 3 clusters
  Score: Raw -914869.832493 + Penalty 2993.035458 = -911876.797034
  nChanged 6
		SP:Iteration 73Q (173857.570000 sec): 3 clusters
  Score: Raw -914871.106510 + Penalty 2993.035458 = -911878.071051
  nChanged 7
		SP:Iteration 74Q (173857.760000 sec): 3 clusters
  Score: Raw -914872.403681 + Penalty 2993.035458 = -911879.368222
  nChanged 4
		SP:Iteration 75Q (173857.940000 sec): 3 clusters
  Score: Raw -914873.021374 + Penalty 2993.035458 = -911879.985915
  nChanged 2
		SP:Iteration 76Q (173858.120000 sec): 3 clusters
  Score: Raw -914873.356365 + Penalty 2993.035458 = -911880.320906
  nChanged 0
		SP:Iteration 77F (173858.350000 sec): 3 clusters
  Score: Raw -914873.356365 + Penalty 2993.035458 = -911880.320906
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 90 (470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173858.420000 sec): 2 clusters
  Score: Raw -31910.277257 + Penalty 999.819063 = -30910.458194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173858.600000 sec): 3 clusters
  Score: Raw -31916.544401 + Penalty 1999.638126 = -29916.906275
  nChanged 126
		SP:Iteration 1F (173858.780000 sec): 3 clusters
  Score: Raw -32110.272968 + Penalty 1999.638126 = -30110.634842
  nChanged 23
		SP:Iteration 2Q (173858.870000 sec): 3 clusters
  Score: Raw -32149.122512 + Penalty 1999.638126 = -30149.484386
  nChanged 14
		SP:Iteration 3Q (173858.880000 sec): 3 clusters
  Score: Raw -32163.112406 + Penalty 1999.638126 = -30163.474280
  nChanged 4
		SP:Iteration 4Q (173858.890000 sec): 3 clusters
  Score: Raw -32165.923334 + Penalty 1999.638126 = -30166.285209
  nChanged 2
		SP:Iteration 5Q (173858.900000 sec): 3 clusters
  Score: Raw -32168.095621 + Penalty 1999.638126 = -30168.457495
  nChanged 0
		SP:Iteration 6F (173858.910000 sec): 3 clusters
  Score: Raw -32168.095621 + Penalty 1999.638126 = -30168.457495
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 91 (4308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173858.980000 sec): 2 clusters
  Score: Raw -343244.014342 + Penalty 1359.837219 = -341884.177123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173859.080000 sec): 3 clusters
  Score: Raw -341038.731942 + Penalty 2719.674437 = -338319.057505
  nChanged 1716
		SP:Iteration 1F (173859.160000 sec): 3 clusters
  Score: Raw -342202.671444 + Penalty 2719.674437 = -339482.997006
  nChanged 419
		SP:Iteration 2F (173859.250000 sec): 3 clusters
  Score: Raw -342655.566805 + Penalty 2719.674437 = -339935.892368
  nChanged 384
		SP:Iteration 3F (173859.330000 sec): 3 clusters
  Score: Raw -343047.589732 + Penalty 2719.674437 = -340327.915294
  nChanged 301
		SP:Iteration 4F (173859.420000 sec): 3 clusters
  Score: Raw -343330.257842 + Penalty 2719.674437 = -340610.583405
  nChanged 206
		SP:Iteration 5Q (173859.500000 sec): 3 clusters
  Score: Raw -343486.121778 + Penalty 2719.674437 = -340766.447341
  nChanged 121
		SP:Iteration 6Q (173859.590000 sec): 3 clusters
  Score: Raw -343566.204419 + Penalty 2719.674437 = -340846.529982
  nChanged 82
		SP:Iteration 7Q (173859.670000 sec): 3 clusters
  Score: Raw -343610.830947 + Penalty 2719.674437 = -340891.156510
  nChanged 61
		SP:Iteration 8Q (173859.760000 sec): 3 clusters
  Score: Raw -343637.049110 + Penalty 2719.674437 = -340917.374673
  nChanged 49
		SP:Iteration 9Q (173859.840000 sec): 3 clusters
  Score: Raw -343656.616771 + Penalty 2719.674437 = -340936.942334
  nChanged 30
		SP:Iteration 10Q (173859.920000 sec): 3 clusters
  Score: Raw -343670.446461 + Penalty 2719.674437 = -340950.772023
  nChanged 36
		SP:Iteration 11Q (173860.010000 sec): 3 clusters
  Score: Raw -343683.202285 + Penalty 2719.674437 = -340963.527847
  nChanged 30
		SP:Iteration 12Q (173860.100000 sec): 3 clusters
  Score: Raw -343694.378678 + Penalty 2719.674437 = -340974.704240
  nChanged 28
		SP:Iteration 13Q (173860.180000 sec): 3 clusters
  Score: Raw -343706.580322 + Penalty 2719.674437 = -340986.905884
  nChanged 27
		SP:Iteration 14Q (173860.260000 sec): 3 clusters
  Score: Raw -343715.396127 + Penalty 2719.674437 = -340995.721689
  nChanged 27
		SP:Iteration 15Q (173860.350000 sec): 3 clusters
  Score: Raw -343723.298413 + Penalty 2719.674437 = -341003.623976
  nChanged 13
		SP:Iteration 16Q (173860.530000 sec): 3 clusters
  Score: Raw -343727.888836 + Penalty 2719.674437 = -341008.214398
  nChanged 17
		SP:Iteration 17Q (173860.630000 sec): 3 clusters
  Score: Raw -343734.924248 + Penalty 2719.674437 = -341015.249811
  nChanged 22
		SP:Iteration 18Q (173860.710000 sec): 3 clusters
  Score: Raw -343744.607365 + Penalty 2719.674437 = -341024.932928
  nChanged 15
		SP:Iteration 19Q (173860.800000 sec): 3 clusters
  Score: Raw -343750.281677 + Penalty 2719.674437 = -341030.607239
  nChanged 14
		SP:Iteration 20F (173860.880000 sec): 3 clusters
  Score: Raw -343753.704662 + Penalty 2719.674437 = -341034.030225
  nChanged 8
		SP:Iteration 21Q (173860.960000 sec): 3 clusters
  Score: Raw -343755.584096 + Penalty 2719.674437 = -341035.909659
  nChanged 4
		SP:Iteration 22Q (173861.050000 sec): 3 clusters
  Score: Raw -343756.727110 + Penalty 2719.674437 = -341037.052673
  nChanged 1
		SP:Iteration 23Q (173861.130000 sec): 3 clusters
  Score: Raw -343757.468647 + Penalty 2719.674437 = -341037.794210
  nChanged 5
		SP:Iteration 24Q (173861.220000 sec): 3 clusters
  Score: Raw -343759.727378 + Penalty 2719.674437 = -341040.052941
  nChanged 4
		SP:Iteration 25Q (173861.300000 sec): 3 clusters
  Score: Raw -343762.231405 + Penalty 2719.674437 = -341042.556967
  nChanged 5
		SP:Iteration 26Q (173861.380000 sec): 3 clusters
  Score: Raw -343764.769100 + Penalty 2719.674437 = -341045.094662
  nChanged 5
		SP:Iteration 27Q (173861.470000 sec): 3 clusters
  Score: Raw -343766.391062 + Penalty 2719.674437 = -341046.716625
  nChanged 1
		SP:Iteration 28Q (173861.550000 sec): 3 clusters
  Score: Raw -343766.571211 + Penalty 2719.674437 = -341046.896774
  nChanged 1
		SP:Iteration 29Q (173861.640000 sec): 3 clusters
  Score: Raw -343766.949130 + Penalty 2719.674437 = -341047.274693
  nChanged 5
		SP:Iteration 30Q (173861.720000 sec): 3 clusters
  Score: Raw -343768.643083 + Penalty 2719.674437 = -341048.968646
  nChanged 5
		SP:Iteration 31Q (173861.800000 sec): 3 clusters
  Score: Raw -343770.018237 + Penalty 2719.674437 = -341050.343800
  nChanged 2
		SP:Iteration 32Q (173861.890000 sec): 3 clusters
  Score: Raw -343770.590833 + Penalty 2719.674437 = -341050.916395
  nChanged 1
		SP:Iteration 33Q (173861.970000 sec): 3 clusters
  Score: Raw -343770.961598 + Penalty 2719.674437 = -341051.287161
  nChanged 1
		SP:Iteration 34Q (173862.060000 sec): 3 clusters
  Score: Raw -343771.165289 + Penalty 2719.674437 = -341051.490852
  nChanged 2
		SP:Iteration 35Q (173862.150000 sec): 3 clusters
  Score: Raw -343771.730664 + Penalty 2719.674437 = -341052.056227
  nChanged 1
		SP:Iteration 36Q (173862.230000 sec): 3 clusters
  Score: Raw -343772.363211 + Penalty 2719.674437 = -341052.688774
  nChanged 1
		SP:Iteration 37Q (173862.320000 sec): 3 clusters
  Score: Raw -343772.598024 + Penalty 2719.674437 = -341052.923587
  nChanged 4
		SP:Iteration 38Q (173862.400000 sec): 3 clusters
  Score: Raw -343773.104719 + Penalty 2719.674437 = -341053.430281
  nChanged 0
		SP:Iteration 39F (173862.480000 sec): 3 clusters
  Score: Raw -343773.104719 + Penalty 2719.674437 = -341053.430281
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 92 (4795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173862.600000 sec): 2 clusters
  Score: Raw -354226.575494 + Penalty 1377.240960 = -352849.334533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173862.830000 sec): 3 clusters
  Score: Raw -351811.452327 + Penalty 2754.481921 = -349056.970407
  nChanged 1928
		SP:Iteration 1F (173862.980000 sec): 3 clusters
  Score: Raw -353111.262569 + Penalty 2754.481921 = -350356.780648
  nChanged 443
		SP:Iteration 2F (173863.150000 sec): 3 clusters
  Score: Raw -353497.550012 + Penalty 2754.481921 = -350743.068092
  nChanged 353
		SP:Iteration 3F (173863.330000 sec): 3 clusters
  Score: Raw -353731.325571 + Penalty 2754.481921 = -350976.843650
  nChanged 243
		SP:Iteration 4F (173863.510000 sec): 3 clusters
  Score: Raw -353876.991257 + Penalty 2754.481921 = -351122.509336
  nChanged 174
		SP:Iteration 5Q (173863.680000 sec): 3 clusters
  Score: Raw -353969.209044 + Penalty 2754.481921 = -351214.727124
  nChanged 143
		SP:Iteration 6Q (173863.790000 sec): 3 clusters
  Score: Raw -354047.999900 + Penalty 2754.481921 = -351293.517979
  nChanged 103
		SP:Iteration 7Q (173863.890000 sec): 3 clusters
  Score: Raw -354101.021386 + Penalty 2754.481921 = -351346.539465
  nChanged 94
		SP:Iteration 8Q (173863.980000 sec): 3 clusters
  Score: Raw -354146.990651 + Penalty 2754.481921 = -351392.508730
  nChanged 91
		SP:Iteration 9Q (173864.070000 sec): 3 clusters
  Score: Raw -354191.906042 + Penalty 2754.481921 = -351437.424121
  nChanged 82
		SP:Iteration 10Q (173864.170000 sec): 3 clusters
  Score: Raw -354236.806706 + Penalty 2754.481921 = -351482.324785
  nChanged 80
		SP:Iteration 11Q (173864.260000 sec): 3 clusters
  Score: Raw -354273.533428 + Penalty 2754.481921 = -351519.051507
  nChanged 79
		SP:Iteration 12Q (173864.350000 sec): 3 clusters
  Score: Raw -354309.809780 + Penalty 2754.481921 = -351555.327859
  nChanged 76
		SP:Iteration 13Q (173864.450000 sec): 3 clusters
  Score: Raw -354340.242778 + Penalty 2754.481921 = -351585.760857
  nChanged 53
		SP:Iteration 14Q (173864.540000 sec): 3 clusters
  Score: Raw -354358.545716 + Penalty 2754.481921 = -351604.063796
  nChanged 42
		SP:Iteration 15Q (173864.630000 sec): 3 clusters
  Score: Raw -354375.264262 + Penalty 2754.481921 = -351620.782341
  nChanged 33
		SP:Iteration 16Q (173864.730000 sec): 3 clusters
  Score: Raw -354388.031264 + Penalty 2754.481921 = -351633.549343
  nChanged 32
		SP:Iteration 17Q (173864.830000 sec): 3 clusters
  Score: Raw -354398.690976 + Penalty 2754.481921 = -351644.209055
  nChanged 26
		SP:Iteration 18Q (173864.920000 sec): 3 clusters
  Score: Raw -354411.033803 + Penalty 2754.481921 = -351656.551883
  nChanged 41
		SP:Iteration 19Q (173865.010000 sec): 3 clusters
  Score: Raw -354424.317508 + Penalty 2754.481921 = -351669.835587
  nChanged 31
		SP:Iteration 20F (173865.100000 sec): 3 clusters
  Score: Raw -354433.267147 + Penalty 2754.481921 = -351678.785226
  nChanged 21
		SP:Iteration 21Q (173865.200000 sec): 3 clusters
  Score: Raw -354437.242518 + Penalty 2754.481921 = -351682.760597
  nChanged 13
		SP:Iteration 22Q (173865.370000 sec): 3 clusters
  Score: Raw -354440.058919 + Penalty 2754.481921 = -351685.576998
  nChanged 13
		SP:Iteration 23Q (173865.550000 sec): 3 clusters
  Score: Raw -354442.540849 + Penalty 2754.481921 = -351688.058928
  nChanged 10
		SP:Iteration 24Q (173865.730000 sec): 3 clusters
  Score: Raw -354445.000006 + Penalty 2754.481921 = -351690.518085
  nChanged 14
		SP:Iteration 25Q (173865.900000 sec): 3 clusters
  Score: Raw -354448.982707 + Penalty 2754.481921 = -351694.500787
  nChanged 13
		SP:Iteration 26Q (173866.080000 sec): 3 clusters
  Score: Raw -354452.472174 + Penalty 2754.481921 = -351697.990253
  nChanged 11
		SP:Iteration 27Q (173866.250000 sec): 3 clusters
  Score: Raw -354454.848400 + Penalty 2754.481921 = -351700.366479
  nChanged 12
		SP:Iteration 28Q (173866.430000 sec): 3 clusters
  Score: Raw -354458.569189 + Penalty 2754.481921 = -351704.087268
  nChanged 18
		SP:Iteration 29Q (173866.610000 sec): 3 clusters
  Score: Raw -354464.247893 + Penalty 2754.481921 = -351709.765972
  nChanged 22
		SP:Iteration 30Q (173866.780000 sec): 3 clusters
  Score: Raw -354469.470341 + Penalty 2754.481921 = -351714.988420
  nChanged 14
		SP:Iteration 31Q (173866.920000 sec): 3 clusters
  Score: Raw -354472.772183 + Penalty 2754.481921 = -351718.290262
  nChanged 13
		SP:Iteration 32Q (173867.090000 sec): 3 clusters
  Score: Raw -354476.162834 + Penalty 2754.481921 = -351721.680913
  nChanged 10
		SP:Iteration 33Q (173867.270000 sec): 3 clusters
  Score: Raw -354479.304903 + Penalty 2754.481921 = -351724.822982
  nChanged 18
		SP:Iteration 34Q (173867.450000 sec): 3 clusters
  Score: Raw -354485.914278 + Penalty 2754.481921 = -351731.432357
  nChanged 22
		SP:Iteration 35Q (173867.530000 sec): 3 clusters
  Score: Raw -354493.149269 + Penalty 2754.481921 = -351738.667348
  nChanged 19
		SP:Iteration 36Q (173867.620000 sec): 3 clusters
  Score: Raw -354501.128451 + Penalty 2754.481921 = -351746.646530
  nChanged 24
		SP:Iteration 37Q (173867.710000 sec): 3 clusters
  Score: Raw -354510.090275 + Penalty 2754.481921 = -351755.608354
  nChanged 28
		SP:Iteration 38Q (173867.810000 sec): 3 clusters
  Score: Raw -354522.966625 + Penalty 2754.481921 = -351768.484705
  nChanged 27
		SP:Iteration 39Q (173867.900000 sec): 3 clusters
  Score: Raw -354533.989042 + Penalty 2754.481921 = -351779.507121
  nChanged 28
		SP:Iteration 40F (173867.990000 sec): 3 clusters
  Score: Raw -354543.161086 + Penalty 2754.481921 = -351788.679166
  nChanged 28
		SP:Iteration 41Q (173868.110000 sec): 3 clusters
  Score: Raw -354551.361741 + Penalty 2754.481921 = -351796.879820
  nChanged 23
		SP:Iteration 42Q (173868.290000 sec): 3 clusters
  Score: Raw -354560.393514 + Penalty 2754.481921 = -351805.911593
  nChanged 21
		SP:Iteration 43Q (173868.470000 sec): 3 clusters
  Score: Raw -354567.852547 + Penalty 2754.481921 = -351813.370627
  nChanged 14
		SP:Iteration 44Q (173868.640000 sec): 3 clusters
  Score: Raw -354571.189611 + Penalty 2754.481921 = -351816.707690
  nChanged 11
		SP:Iteration 45Q (173868.820000 sec): 3 clusters
  Score: Raw -354573.191342 + Penalty 2754.481921 = -351818.709422
  nChanged 9
		SP:Iteration 46Q (173868.960000 sec): 3 clusters
  Score: Raw -354575.787787 + Penalty 2754.481921 = -351821.305866
  nChanged 8
		SP:Iteration 47Q (173869.050000 sec): 3 clusters
  Score: Raw -354579.437904 + Penalty 2754.481921 = -351824.955983
  nChanged 8
		SP:Iteration 48Q (173869.150000 sec): 3 clusters
  Score: Raw -354581.945767 + Penalty 2754.481921 = -351827.463846
  nChanged 9
		SP:Iteration 49Q (173869.240000 sec): 3 clusters
  Score: Raw -354587.655468 + Penalty 2754.481921 = -351833.173547
  nChanged 13
		SP:Iteration 50Q (173869.330000 sec): 3 clusters
  Score: Raw -354592.103807 + Penalty 2754.481921 = -351837.621886
  nChanged 16
		SP:Iteration 51Q (173869.420000 sec): 3 clusters
  Score: Raw -354598.786366 + Penalty 2754.481921 = -351844.304445
  nChanged 10
		SP:Iteration 52Q (173869.510000 sec): 3 clusters
  Score: Raw -354602.446683 + Penalty 2754.481921 = -351847.964762
  nChanged 6
		SP:Iteration 53Q (173869.610000 sec): 3 clusters
  Score: Raw -354604.744000 + Penalty 2754.481921 = -351850.262079
  nChanged 6
		SP:Iteration 54Q (173869.700000 sec): 3 clusters
  Score: Raw -354606.902744 + Penalty 2754.481921 = -351852.420823
  nChanged 5
		SP:Iteration 55Q (173869.790000 sec): 3 clusters
  Score: Raw -354608.140095 + Penalty 2754.481921 = -351853.658174
  nChanged 4
		SP:Iteration 56Q (173869.890000 sec): 3 clusters
  Score: Raw -354608.860153 + Penalty 2754.481921 = -351854.378232
  nChanged 4
		SP:Iteration 57Q (173869.980000 sec): 3 clusters
  Score: Raw -354611.102438 + Penalty 2754.481921 = -351856.620517
  nChanged 5
		SP:Iteration 58Q (173870.070000 sec): 3 clusters
  Score: Raw -354612.417849 + Penalty 2754.481921 = -351857.935928
  nChanged 5
		SP:Iteration 59Q (173870.160000 sec): 3 clusters
  Score: Raw -354613.429538 + Penalty 2754.481921 = -351858.947617
  nChanged 6
		SP:Iteration 60F (173870.310000 sec): 3 clusters
  Score: Raw -354614.870267 + Penalty 2754.481921 = -351860.388346
  nChanged 6
		SP:Iteration 61Q (173870.510000 sec): 3 clusters
  Score: Raw -354616.902867 + Penalty 2754.481921 = -351862.420946
  nChanged 5
		SP:Iteration 62Q (173870.610000 sec): 3 clusters
  Score: Raw -354618.119551 + Penalty 2754.481921 = -351863.637630
  nChanged 2
		SP:Iteration 63Q (173870.710000 sec): 3 clusters
  Score: Raw -354618.603265 + Penalty 2754.481921 = -351864.121344
  nChanged 2
		SP:Iteration 64Q (173870.800000 sec): 3 clusters
  Score: Raw -354618.982973 + Penalty 2754.481921 = -351864.501052
  nChanged 0
		SP:Iteration 65F (173870.890000 sec): 3 clusters
  Score: Raw -354618.982973 + Penalty 2754.481921 = -351864.501052
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 93 (2534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173870.950000 sec): 2 clusters
  Score: Raw -194275.484933 + Penalty 1273.602584 = -193001.882350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173871.000000 sec): 3 clusters
  Score: Raw -193142.473142 + Penalty 2547.205167 = -190595.267975
  nChanged 938
		SP:Iteration 1F (173871.050000 sec): 3 clusters
  Score: Raw -193866.702591 + Penalty 2547.205167 = -191319.497424
  nChanged 238
		SP:Iteration 2F (173871.100000 sec): 3 clusters
  Score: Raw -194063.612825 + Penalty 2547.205167 = -191516.407658
  nChanged 159
		SP:Iteration 3F (173871.150000 sec): 3 clusters
  Score: Raw -194173.751188 + Penalty 2547.205167 = -191626.546021
  nChanged 95
		SP:Iteration 4Q (173871.200000 sec): 3 clusters
  Score: Raw -194235.826157 + Penalty 2547.205167 = -191688.620989
  nChanged 68
		SP:Iteration 5Q (173871.250000 sec): 3 clusters
  Score: Raw -194275.408718 + Penalty 2547.205167 = -191728.203551
  nChanged 47
		SP:Iteration 6Q (173871.300000 sec): 3 clusters
  Score: Raw -194301.711103 + Penalty 2547.205167 = -191754.505936
  nChanged 38
		SP:Iteration 7Q (173871.350000 sec): 3 clusters
  Score: Raw -194326.159163 + Penalty 2547.205167 = -191778.953995
  nChanged 42
		SP:Iteration 8Q (173871.400000 sec): 3 clusters
  Score: Raw -194353.868733 + Penalty 2547.205167 = -191806.663565
  nChanged 49
		SP:Iteration 9Q (173871.450000 sec): 3 clusters
  Score: Raw -194383.161258 + Penalty 2547.205167 = -191835.956090
  nChanged 34
		SP:Iteration 10Q (173871.500000 sec): 3 clusters
  Score: Raw -194403.957858 + Penalty 2547.205167 = -191856.752690
  nChanged 32
		SP:Iteration 11Q (173871.550000 sec): 3 clusters
  Score: Raw -194420.357478 + Penalty 2547.205167 = -191873.152311
  nChanged 30
		SP:Iteration 12Q (173871.600000 sec): 3 clusters
  Score: Raw -194435.875526 + Penalty 2547.205167 = -191888.670358
  nChanged 21
		SP:Iteration 13Q (173871.740000 sec): 3 clusters
  Score: Raw -194447.778535 + Penalty 2547.205167 = -191900.573368
  nChanged 22
		SP:Iteration 14Q (173871.830000 sec): 3 clusters
  Score: Raw -194459.194662 + Penalty 2547.205167 = -191911.989495
  nChanged 17
		SP:Iteration 15Q (173871.880000 sec): 3 clusters
  Score: Raw -194466.586086 + Penalty 2547.205167 = -191919.380919
  nChanged 15
		SP:Iteration 16Q (173871.930000 sec): 3 clusters
  Score: Raw -194472.916254 + Penalty 2547.205167 = -191925.711086
  nChanged 15
		SP:Iteration 17Q (173871.980000 sec): 3 clusters
  Score: Raw -194478.925936 + Penalty 2547.205167 = -191931.720769
  nChanged 7
		SP:Iteration 18Q (173872.030000 sec): 3 clusters
  Score: Raw -194481.100813 + Penalty 2547.205167 = -191933.895646
  nChanged 3
		SP:Iteration 19Q (173872.080000 sec): 3 clusters
  Score: Raw -194481.682319 + Penalty 2547.205167 = -191934.477152
  nChanged 3
		SP:Iteration 20F (173872.130000 sec): 3 clusters
  Score: Raw -194482.574577 + Penalty 2547.205167 = -191935.369410
  nChanged 1
		SP:Iteration 21Q (173872.180000 sec): 3 clusters
  Score: Raw -194482.836539 + Penalty 2547.205167 = -191935.631371
  nChanged 0
		SP:Iteration 22F (173872.230000 sec): 3 clusters
  Score: Raw -194482.836539 + Penalty 2547.205167 = -191935.631371
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 94 (9067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173872.360000 sec): 2 clusters
  Score: Raw -695204.233424 + Penalty 1480.764468 = -693723.468955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173872.550000 sec): 3 clusters
  Score: Raw -690103.273994 + Penalty 2961.528936 = -687141.745058
  nChanged 3937
		SP:Iteration 1F (173872.690000 sec): 3 clusters
  Score: Raw -692520.758881 + Penalty 2961.528936 = -689559.229945
  nChanged 741
		SP:Iteration 2F (173872.870000 sec): 3 clusters
  Score: Raw -693050.509739 + Penalty 2961.528936 = -690088.980802
  nChanged 662
		SP:Iteration 3F (173873.110000 sec): 3 clusters
  Score: Raw -693539.719241 + Penalty 2961.528936 = -690578.190305
  nChanged 573
		SP:Iteration 4F (173873.300000 sec): 3 clusters
  Score: Raw -693905.035292 + Penalty 2961.528936 = -690943.506355
  nChanged 490
		SP:Iteration 5F (173873.490000 sec): 3 clusters
  Score: Raw -694180.251282 + Penalty 2961.528936 = -691218.722346
  nChanged 363
		SP:Iteration 6Q (173873.670000 sec): 3 clusters
  Score: Raw -694355.885196 + Penalty 2961.528936 = -691394.356259
  nChanged 291
		SP:Iteration 7Q (173873.810000 sec): 3 clusters
  Score: Raw -694475.923188 + Penalty 2961.528936 = -691514.394251
  nChanged 242
		SP:Iteration 8Q (173874.040000 sec): 3 clusters
  Score: Raw -694584.011171 + Penalty 2961.528936 = -691622.482234
  nChanged 222
		SP:Iteration 9Q (173874.230000 sec): 3 clusters
  Score: Raw -694695.477252 + Penalty 2961.528936 = -691733.948316
  nChanged 206
		SP:Iteration 10Q (173874.420000 sec): 3 clusters
  Score: Raw -694785.934958 + Penalty 2961.528936 = -691824.406022
  nChanged 179
		SP:Iteration 11Q (173874.550000 sec): 3 clusters
  Score: Raw -694860.464900 + Penalty 2961.528936 = -691898.935964
  nChanged 153
		SP:Iteration 12Q (173874.680000 sec): 3 clusters
  Score: Raw -694923.830067 + Penalty 2961.528936 = -691962.301131
  nChanged 132
		SP:Iteration 13Q (173874.880000 sec): 3 clusters
  Score: Raw -694976.609805 + Penalty 2961.528936 = -692015.080869
  nChanged 109
		SP:Iteration 14Q (173875.170000 sec): 3 clusters
  Score: Raw -695014.632751 + Penalty 2961.528936 = -692053.103814
  nChanged 96
		SP:Iteration 15Q (173875.360000 sec): 3 clusters
  Score: Raw -695046.642348 + Penalty 2961.528936 = -692085.113412
  nChanged 86
		SP:Iteration 16Q (173875.550000 sec): 3 clusters
  Score: Raw -695080.640401 + Penalty 2961.528936 = -692119.111464
  nChanged 86
		SP:Iteration 17Q (173875.740000 sec): 3 clusters
  Score: Raw -695113.045833 + Penalty 2961.528936 = -692151.516897
  nChanged 71
		SP:Iteration 18Q (173875.930000 sec): 3 clusters
  Score: Raw -695133.518202 + Penalty 2961.528936 = -692171.989265
  nChanged 62
		SP:Iteration 19Q (173876.120000 sec): 3 clusters
  Score: Raw -695150.345891 + Penalty 2961.528936 = -692188.816954
  nChanged 68
		SP:Iteration 20F (173876.400000 sec): 3 clusters
  Score: Raw -695169.913698 + Penalty 2961.528936 = -692208.384761
  nChanged 57
		SP:Iteration 21Q (173876.560000 sec): 3 clusters
  Score: Raw -695186.498887 + Penalty 2961.528936 = -692224.969951
  nChanged 64
		SP:Iteration 22Q (173876.740000 sec): 3 clusters
  Score: Raw -695207.286625 + Penalty 2961.528936 = -692245.757689
  nChanged 63
		SP:Iteration 23Q (173876.930000 sec): 3 clusters
  Score: Raw -695227.396890 + Penalty 2961.528936 = -692265.867954
  nChanged 69
		SP:Iteration 24Q (173877.120000 sec): 3 clusters
  Score: Raw -695253.716888 + Penalty 2961.528936 = -692292.187952
  nChanged 75
		SP:Iteration 25Q (173877.320000 sec): 3 clusters
  Score: Raw -695282.963069 + Penalty 2961.528936 = -692321.434133
  nChanged 72
		SP:Iteration 26Q (173877.500000 sec): 3 clusters
  Score: Raw -695313.109647 + Penalty 2961.528936 = -692351.580711
  nChanged 63
		SP:Iteration 27Q (173877.700000 sec): 3 clusters
  Score: Raw -695336.669455 + Penalty 2961.528936 = -692375.140519
  nChanged 68
		SP:Iteration 28Q (173877.890000 sec): 3 clusters
  Score: Raw -695365.631278 + Penalty 2961.528936 = -692404.102341
  nChanged 68
		SP:Iteration 29Q (173878.080000 sec): 3 clusters
  Score: Raw -695390.490284 + Penalty 2961.528936 = -692428.961348
  nChanged 61
		SP:Iteration 30Q (173878.270000 sec): 3 clusters
  Score: Raw -695414.243900 + Penalty 2961.528936 = -692452.714963
  nChanged 64
		SP:Iteration 31Q (173878.470000 sec): 3 clusters
  Score: Raw -695434.661005 + Penalty 2961.528936 = -692473.132069
  nChanged 49
		SP:Iteration 32Q (173878.660000 sec): 3 clusters
  Score: Raw -695448.938501 + Penalty 2961.528936 = -692487.409564
  nChanged 37
		SP:Iteration 33Q (173878.850000 sec): 3 clusters
  Score: Raw -695459.499486 + Penalty 2961.528936 = -692497.970549
  nChanged 28
		SP:Iteration 34Q (173879.050000 sec): 3 clusters
  Score: Raw -695466.353630 + Penalty 2961.528936 = -692504.824693
  nChanged 27
		SP:Iteration 35Q (173879.240000 sec): 3 clusters
  Score: Raw -695472.806461 + Penalty 2961.528936 = -692511.277524
  nChanged 29
		SP:Iteration 36Q (173879.430000 sec): 3 clusters
  Score: Raw -695478.731930 + Penalty 2961.528936 = -692517.202993
  nChanged 22
		SP:Iteration 37Q (173879.630000 sec): 3 clusters
  Score: Raw -695482.601316 + Penalty 2961.528936 = -692521.072379
  nChanged 17
		SP:Iteration 38Q (173879.820000 sec): 3 clusters
  Score: Raw -695486.106957 + Penalty 2961.528936 = -692524.578020
  nChanged 14
		SP:Iteration 39Q (173880.060000 sec): 3 clusters
  Score: Raw -695488.490817 + Penalty 2961.528936 = -692526.961881
  nChanged 11
		SP:Iteration 40F (173880.250000 sec): 3 clusters
  Score: Raw -695489.728089 + Penalty 2961.528936 = -692528.199153
  nChanged 9
		SP:Iteration 41Q (173880.440000 sec): 3 clusters
  Score: Raw -695491.745378 + Penalty 2961.528936 = -692530.216442
  nChanged 13
		SP:Iteration 42Q (173880.640000 sec): 3 clusters
  Score: Raw -695495.149102 + Penalty 2961.528936 = -692533.620166
  nChanged 17
		SP:Iteration 43Q (173880.820000 sec): 3 clusters
  Score: Raw -695498.668622 + Penalty 2961.528936 = -692537.139686
  nChanged 16
		SP:Iteration 44Q (173881.090000 sec): 3 clusters
  Score: Raw -695501.364963 + Penalty 2961.528936 = -692539.836026
  nChanged 15
		SP:Iteration 45Q (173881.280000 sec): 3 clusters
  Score: Raw -695503.666273 + Penalty 2961.528936 = -692542.137337
  nChanged 10
		SP:Iteration 46Q (173881.470000 sec): 3 clusters
  Score: Raw -695505.538464 + Penalty 2961.528936 = -692544.009527
  nChanged 7
		SP:Iteration 47Q (173881.660000 sec): 3 clusters
  Score: Raw -695506.661979 + Penalty 2961.528936 = -692545.133043
  nChanged 4
		SP:Iteration 48Q (173881.900000 sec): 3 clusters
  Score: Raw -695507.286720 + Penalty 2961.528936 = -692545.757783
  nChanged 6
		SP:Iteration 49Q (173882.130000 sec): 3 clusters
  Score: Raw -695508.127569 + Penalty 2961.528936 = -692546.598633
  nChanged 4
		SP:Iteration 50Q (173882.320000 sec): 3 clusters
  Score: Raw -695508.591753 + Penalty 2961.528936 = -692547.062817
  nChanged 2
		SP:Iteration 51Q (173882.510000 sec): 3 clusters
  Score: Raw -695509.020514 + Penalty 2961.528936 = -692547.491577
  nChanged 5
		SP:Iteration 52Q (173882.650000 sec): 3 clusters
  Score: Raw -695509.739984 + Penalty 2961.528936 = -692548.211048
  nChanged 1
		SP:Iteration 53Q (173882.780000 sec): 3 clusters
  Score: Raw -695509.958646 + Penalty 2961.528936 = -692548.429710
  nChanged 2
		SP:Iteration 54Q (173882.900000 sec): 3 clusters
  Score: Raw -695510.498290 + Penalty 2961.528936 = -692548.969353
  nChanged 4
		SP:Iteration 55Q (173883.130000 sec): 3 clusters
  Score: Raw -695511.708985 + Penalty 2961.528936 = -692550.180049
  nChanged 8
		SP:Iteration 56Q (173883.300000 sec): 3 clusters
  Score: Raw -695513.226586 + Penalty 2961.528936 = -692551.697649
  nChanged 4
		SP:Iteration 57Q (173883.490000 sec): 3 clusters
  Score: Raw -695513.841996 + Penalty 2961.528936 = -692552.313060
  nChanged 4
		SP:Iteration 58Q (173883.680000 sec): 3 clusters
  Score: Raw -695514.088626 + Penalty 2961.528936 = -692552.559690
  nChanged 0
		SP:Iteration 59F (173883.870000 sec): 3 clusters
  Score: Raw -695514.088626 + Penalty 2961.528936 = -692552.559690
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 95 (5355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173883.990000 sec): 2 clusters
  Score: Raw -453912.882141 + Penalty 1395.190222 = -452517.691918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173884.170000 sec): 3 clusters
  Score: Raw -451098.690118 + Penalty 2790.380444 = -448308.309674
  nChanged 2180
		SP:Iteration 1F (173884.340000 sec): 3 clusters
  Score: Raw -452513.735007 + Penalty 2790.380444 = -449723.354562
  nChanged 457
		SP:Iteration 2F (173884.510000 sec): 3 clusters
  Score: Raw -452889.272347 + Penalty 2790.380444 = -450098.891903
  nChanged 378
		SP:Iteration 3F (173884.690000 sec): 3 clusters
  Score: Raw -453236.985376 + Penalty 2790.380444 = -450446.604932
  nChanged 345
		SP:Iteration 4F (173884.880000 sec): 3 clusters
  Score: Raw -453540.030738 + Penalty 2790.380444 = -450749.650294
  nChanged 325
		SP:Iteration 5F (173885.060000 sec): 3 clusters
  Score: Raw -453809.493846 + Penalty 2790.380444 = -451019.113402
  nChanged 264
		SP:Iteration 6Q (173885.240000 sec): 3 clusters
  Score: Raw -454009.934136 + Penalty 2790.380444 = -451219.553692
  nChanged 232
		SP:Iteration 7Q (173885.410000 sec): 3 clusters
  Score: Raw -454189.995225 + Penalty 2790.380444 = -451399.614781
  nChanged 195
		SP:Iteration 8Q (173885.580000 sec): 3 clusters
  Score: Raw -454325.612548 + Penalty 2790.380444 = -451535.232104
  nChanged 149
		SP:Iteration 9Q (173885.760000 sec): 3 clusters
  Score: Raw -454406.122171 + Penalty 2790.380444 = -451615.741727
  nChanged 106
		SP:Iteration 10Q (173885.930000 sec): 3 clusters
  Score: Raw -454460.794015 + Penalty 2790.380444 = -451670.413571
  nChanged 81
		SP:Iteration 11Q (173886.100000 sec): 3 clusters
  Score: Raw -454497.528495 + Penalty 2790.380444 = -451707.148050
  nChanged 73
		SP:Iteration 12Q (173886.280000 sec): 3 clusters
  Score: Raw -454527.310898 + Penalty 2790.380444 = -451736.930454
  nChanged 69
		SP:Iteration 13Q (173886.450000 sec): 3 clusters
  Score: Raw -454559.784937 + Penalty 2790.380444 = -451769.404492
  nChanged 80
		SP:Iteration 14Q (173886.620000 sec): 3 clusters
  Score: Raw -454599.265487 + Penalty 2790.380444 = -451808.885043
  nChanged 69
		SP:Iteration 15Q (173886.800000 sec): 3 clusters
  Score: Raw -454626.765751 + Penalty 2790.380444 = -451836.385306
  nChanged 50
		SP:Iteration 16Q (173886.970000 sec): 3 clusters
  Score: Raw -454642.768495 + Penalty 2790.380444 = -451852.388050
  nChanged 40
		SP:Iteration 17Q (173887.190000 sec): 3 clusters
  Score: Raw -454653.136858 + Penalty 2790.380444 = -451862.756413
  nChanged 31
		SP:Iteration 18Q (173887.380000 sec): 3 clusters
  Score: Raw -454661.559502 + Penalty 2790.380444 = -451871.179058
  nChanged 24
		SP:Iteration 19Q (173887.560000 sec): 3 clusters
  Score: Raw -454667.019579 + Penalty 2790.380444 = -451876.639134
  nChanged 13
		SP:Iteration 20F (173887.740000 sec): 3 clusters
  Score: Raw -454670.690130 + Penalty 2790.380444 = -451880.309686
  nChanged 12
		SP:Iteration 21Q (173887.920000 sec): 3 clusters
  Score: Raw -454673.253418 + Penalty 2790.380444 = -451882.872974
  nChanged 9
		SP:Iteration 22Q (173888.100000 sec): 3 clusters
  Score: Raw -454674.923942 + Penalty 2790.380444 = -451884.543498
  nChanged 12
		SP:Iteration 23Q (173888.280000 sec): 3 clusters
  Score: Raw -454676.793736 + Penalty 2790.380444 = -451886.413292
  nChanged 4
		SP:Iteration 24Q (173888.460000 sec): 3 clusters
  Score: Raw -454677.824584 + Penalty 2790.380444 = -451887.444140
  nChanged 5
		SP:Iteration 25Q (173888.640000 sec): 3 clusters
  Score: Raw -454679.760250 + Penalty 2790.380444 = -451889.379805
  nChanged 7
		SP:Iteration 26Q (173888.820000 sec): 3 clusters
  Score: Raw -454681.693722 + Penalty 2790.380444 = -451891.313277
  nChanged 6
		SP:Iteration 27Q (173888.960000 sec): 3 clusters
  Score: Raw -454683.886526 + Penalty 2790.380444 = -451893.506082
  nChanged 9
		SP:Iteration 28Q (173889.140000 sec): 3 clusters
  Score: Raw -454685.921423 + Penalty 2790.380444 = -451895.540979
  nChanged 6
		SP:Iteration 29Q (173889.310000 sec): 3 clusters
  Score: Raw -454687.642085 + Penalty 2790.380444 = -451897.261641
  nChanged 7
		SP:Iteration 30Q (173889.480000 sec): 3 clusters
  Score: Raw -454689.019764 + Penalty 2790.380444 = -451898.639320
  nChanged 6
		SP:Iteration 31Q (173889.660000 sec): 3 clusters
  Score: Raw -454689.987957 + Penalty 2790.380444 = -451899.607512
  nChanged 3
		SP:Iteration 32Q (173889.830000 sec): 3 clusters
  Score: Raw -454690.367066 + Penalty 2790.380444 = -451899.986622
  nChanged 1
		SP:Iteration 33Q (173890.000000 sec): 3 clusters
  Score: Raw -454690.558363 + Penalty 2790.380444 = -451900.177918
  nChanged 1
		SP:Iteration 34Q (173890.180000 sec): 3 clusters
  Score: Raw -454690.661420 + Penalty 2790.380444 = -451900.280975
  nChanged 0
		SP:Iteration 35F (173890.350000 sec): 3 clusters
  Score: Raw -454690.661420 + Penalty 2790.380444 = -451900.280975
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 96 (4507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173890.470000 sec): 2 clusters
  Score: Raw -333557.395032 + Penalty 1367.175391 = -332190.219640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173890.660000 sec): 3 clusters
  Score: Raw -331228.079826 + Penalty 2734.350782 = -328493.729044
  nChanged 1799
		SP:Iteration 1F (173890.840000 sec): 3 clusters
  Score: Raw -332323.826427 + Penalty 2734.350782 = -329589.475644
  nChanged 382
		SP:Iteration 2F (173891.020000 sec): 3 clusters
  Score: Raw -332616.937323 + Penalty 2734.350782 = -329882.586540
  nChanged 320
		SP:Iteration 3F (173891.190000 sec): 3 clusters
  Score: Raw -332845.506841 + Penalty 2734.350782 = -330111.156058
  nChanged 266
		SP:Iteration 4F (173891.370000 sec): 3 clusters
  Score: Raw -333026.953722 + Penalty 2734.350782 = -330292.602940
  nChanged 231
		SP:Iteration 5F (173891.540000 sec): 3 clusters
  Score: Raw -333194.682053 + Penalty 2734.350782 = -330460.331270
  nChanged 186
		SP:Iteration 6Q (173891.720000 sec): 3 clusters
  Score: Raw -333331.293867 + Penalty 2734.350782 = -330596.943084
  nChanged 159
		SP:Iteration 7Q (173891.900000 sec): 3 clusters
  Score: Raw -333445.331022 + Penalty 2734.350782 = -330710.980240
  nChanged 156
		SP:Iteration 8Q (173892.070000 sec): 3 clusters
  Score: Raw -333552.804781 + Penalty 2734.350782 = -330818.453999
  nChanged 128
		SP:Iteration 9Q (173892.240000 sec): 3 clusters
  Score: Raw -333622.705913 + Penalty 2734.350782 = -330888.355131
  nChanged 99
		SP:Iteration 10Q (173892.420000 sec): 3 clusters
  Score: Raw -333678.767052 + Penalty 2734.350782 = -330944.416270
  nChanged 90
		SP:Iteration 11Q (173892.500000 sec): 3 clusters
  Score: Raw -333719.365542 + Penalty 2734.350782 = -330985.014760
  nChanged 76
		SP:Iteration 12Q (173892.580000 sec): 3 clusters
  Score: Raw -333754.256030 + Penalty 2734.350782 = -331019.905248
  nChanged 64
		SP:Iteration 13Q (173892.780000 sec): 3 clusters
  Score: Raw -333779.907653 + Penalty 2734.350782 = -331045.556871
  nChanged 41
		SP:Iteration 14Q (173893.000000 sec): 3 clusters
  Score: Raw -333796.677045 + Penalty 2734.350782 = -331062.326263
  nChanged 35
		SP:Iteration 15Q (173893.220000 sec): 3 clusters
  Score: Raw -333810.457658 + Penalty 2734.350782 = -331076.106876
  nChanged 37
		SP:Iteration 16Q (173893.400000 sec): 3 clusters
  Score: Raw -333823.196829 + Penalty 2734.350782 = -331088.846047
  nChanged 31
		SP:Iteration 17Q (173893.570000 sec): 3 clusters
  Score: Raw -333832.466495 + Penalty 2734.350782 = -331098.115712
  nChanged 21
		SP:Iteration 18Q (173893.750000 sec): 3 clusters
  Score: Raw -333838.656873 + Penalty 2734.350782 = -331104.306091
  nChanged 14
		SP:Iteration 19Q (173893.920000 sec): 3 clusters
  Score: Raw -333842.677661 + Penalty 2734.350782 = -331108.326879
  nChanged 16
		SP:Iteration 20F (173894.100000 sec): 3 clusters
  Score: Raw -333847.057905 + Penalty 2734.350782 = -331112.707123
  nChanged 11
		SP:Iteration 21Q (173894.280000 sec): 3 clusters
  Score: Raw -333849.394824 + Penalty 2734.350782 = -331115.044042
  nChanged 4
		SP:Iteration 22Q (173894.450000 sec): 3 clusters
  Score: Raw -333850.185169 + Penalty 2734.350782 = -331115.834386
  nChanged 2
		SP:Iteration 23Q (173894.630000 sec): 3 clusters
  Score: Raw -333850.600044 + Penalty 2734.350782 = -331116.249261
  nChanged 1
		SP:Iteration 24Q (173894.800000 sec): 3 clusters
  Score: Raw -333850.922039 + Penalty 2734.350782 = -331116.571257
  nChanged 4
		SP:Iteration 25Q (173894.980000 sec): 3 clusters
  Score: Raw -333851.667398 + Penalty 2734.350782 = -331117.316616
  nChanged 5
		SP:Iteration 26Q (173895.160000 sec): 3 clusters
  Score: Raw -333852.534513 + Penalty 2734.350782 = -331118.183731
  nChanged 4
		SP:Iteration 27Q (173895.360000 sec): 3 clusters
  Score: Raw -333853.065631 + Penalty 2734.350782 = -331118.714849
  nChanged 6
		SP:Iteration 28Q (173895.550000 sec): 3 clusters
  Score: Raw -333854.706833 + Penalty 2734.350782 = -331120.356051
  nChanged 4
		SP:Iteration 29Q (173895.730000 sec): 3 clusters
  Score: Raw -333855.871998 + Penalty 2734.350782 = -331121.521216
  nChanged 7
		SP:Iteration 30Q (173895.890000 sec): 3 clusters
  Score: Raw -333857.740835 + Penalty 2734.350782 = -331123.390053
  nChanged 6
		SP:Iteration 31Q (173896.070000 sec): 3 clusters
  Score: Raw -333860.323400 + Penalty 2734.350782 = -331125.972618
  nChanged 12
		SP:Iteration 32Q (173896.250000 sec): 3 clusters
  Score: Raw -333864.317047 + Penalty 2734.350782 = -331129.966264
  nChanged 13
		SP:Iteration 33Q (173896.420000 sec): 3 clusters
  Score: Raw -333867.829378 + Penalty 2734.350782 = -331133.478596
  nChanged 10
		SP:Iteration 34Q (173896.600000 sec): 3 clusters
  Score: Raw -333870.548850 + Penalty 2734.350782 = -331136.198067
  nChanged 13
		SP:Iteration 35Q (173896.770000 sec): 3 clusters
  Score: Raw -333874.172983 + Penalty 2734.350782 = -331139.822201
  nChanged 11
		SP:Iteration 36Q (173896.940000 sec): 3 clusters
  Score: Raw -333877.432152 + Penalty 2734.350782 = -331143.081370
  nChanged 11
		SP:Iteration 37Q (173897.130000 sec): 3 clusters
  Score: Raw -333880.239561 + Penalty 2734.350782 = -331145.888778
  nChanged 9
		SP:Iteration 38Q (173897.300000 sec): 3 clusters
  Score: Raw -333883.045978 + Penalty 2734.350782 = -331148.695196
  nChanged 9
		SP:Iteration 39Q (173897.480000 sec): 3 clusters
  Score: Raw -333885.224492 + Penalty 2734.350782 = -331150.873709
  nChanged 7
		SP:Iteration 40F (173897.650000 sec): 3 clusters
  Score: Raw -333886.113437 + Penalty 2734.350782 = -331151.762655
  nChanged 2
		SP:Iteration 41Q (173897.830000 sec): 3 clusters
  Score: Raw -333886.598786 + Penalty 2734.350782 = -331152.248004
  nChanged 2
		SP:Iteration 42Q (173898.010000 sec): 3 clusters
  Score: Raw -333886.790040 + Penalty 2734.350782 = -331152.439258
  nChanged 1
		SP:Iteration 43Q (173898.180000 sec): 3 clusters
  Score: Raw -333887.050837 + Penalty 2734.350782 = -331152.700054
  nChanged 1
		SP:Iteration 44Q (173898.350000 sec): 3 clusters
  Score: Raw -333887.561725 + Penalty 2734.350782 = -331153.210943
  nChanged 1
		SP:Iteration 45Q (173898.530000 sec): 3 clusters
  Score: Raw -333887.812144 + Penalty 2734.350782 = -331153.461361
  nChanged 2
		SP:Iteration 46Q (173898.710000 sec): 3 clusters
  Score: Raw -333888.450161 + Penalty 2734.350782 = -331154.099378
  nChanged 1
		SP:Iteration 47Q (173898.880000 sec): 3 clusters
  Score: Raw -333888.725826 + Penalty 2734.350782 = -331154.375044
  nChanged 2
		SP:Iteration 48Q (173899.060000 sec): 3 clusters
  Score: Raw -333888.993557 + Penalty 2734.350782 = -331154.642775
  nChanged 2
		SP:Iteration 49Q (173899.230000 sec): 3 clusters
  Score: Raw -333889.571364 + Penalty 2734.350782 = -331155.220581
  nChanged 3
		SP:Iteration 50Q (173899.410000 sec): 3 clusters
  Score: Raw -333890.339382 + Penalty 2734.350782 = -331155.988599
  nChanged 2
		SP:Iteration 51Q (173899.590000 sec): 3 clusters
  Score: Raw -333890.670718 + Penalty 2734.350782 = -331156.319936
  nChanged 1
		SP:Iteration 52Q (173899.760000 sec): 3 clusters
  Score: Raw -333890.791610 + Penalty 2734.350782 = -331156.440827
  nChanged 0
		SP:Iteration 53F (173899.940000 sec): 3 clusters
  Score: Raw -333890.791610 + Penalty 2734.350782 = -331156.440827
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 97 (3650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173900.050000 sec): 2 clusters
  Score: Raw -302024.327373 + Penalty 1332.903398 = -300691.423975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173900.220000 sec): 3 clusters
  Score: Raw -300268.921368 + Penalty 2665.806795 = -297603.114573
  nChanged 1408
		SP:Iteration 1F (173900.400000 sec): 3 clusters
  Score: Raw -301095.938961 + Penalty 2665.806795 = -298430.132166
  nChanged 261
		SP:Iteration 2F (173900.570000 sec): 3 clusters
  Score: Raw -301271.355078 + Penalty 2665.806795 = -298605.548283
  nChanged 214
		SP:Iteration 3F (173900.750000 sec): 3 clusters
  Score: Raw -301420.646400 + Penalty 2665.806795 = -298754.839605
  nChanged 185
		SP:Iteration 4F (173900.930000 sec): 3 clusters
  Score: Raw -301542.795374 + Penalty 2665.806795 = -298876.988579
  nChanged 161
		SP:Iteration 5Q (173901.100000 sec): 3 clusters
  Score: Raw -301647.877723 + Penalty 2665.806795 = -298982.070928
  nChanged 119
		SP:Iteration 6Q (173901.280000 sec): 3 clusters
  Score: Raw -301713.908967 + Penalty 2665.806795 = -299048.102172
  nChanged 98
		SP:Iteration 7Q (173901.450000 sec): 3 clusters
  Score: Raw -301768.919696 + Penalty 2665.806795 = -299103.112901
  nChanged 83
		SP:Iteration 8Q (173901.630000 sec): 3 clusters
  Score: Raw -301820.067926 + Penalty 2665.806795 = -299154.261131
  nChanged 85
		SP:Iteration 9Q (173901.810000 sec): 3 clusters
  Score: Raw -301867.469785 + Penalty 2665.806795 = -299201.662990
  nChanged 58
		SP:Iteration 10Q (173901.980000 sec): 3 clusters
  Score: Raw -301898.948777 + Penalty 2665.806795 = -299233.141982
  nChanged 66
		SP:Iteration 11Q (173902.160000 sec): 3 clusters
  Score: Raw -301931.678748 + Penalty 2665.806795 = -299265.871952
  nChanged 47
		SP:Iteration 12Q (173902.330000 sec): 3 clusters
  Score: Raw -301953.750465 + Penalty 2665.806795 = -299287.943670
  nChanged 46
		SP:Iteration 13Q (173902.510000 sec): 3 clusters
  Score: Raw -301971.248486 + Penalty 2665.806795 = -299305.441691
  nChanged 33
		SP:Iteration 14Q (173902.690000 sec): 3 clusters
  Score: Raw -301986.179157 + Penalty 2665.806795 = -299320.372362
  nChanged 33
		SP:Iteration 15Q (173902.860000 sec): 3 clusters
  Score: Raw -302004.506819 + Penalty 2665.806795 = -299338.700024
  nChanged 39
		SP:Iteration 16Q (173903.030000 sec): 3 clusters
  Score: Raw -302022.807683 + Penalty 2665.806795 = -299357.000888
  nChanged 33
		SP:Iteration 17Q (173903.210000 sec): 3 clusters
  Score: Raw -302037.417373 + Penalty 2665.806795 = -299371.610578
  nChanged 26
		SP:Iteration 18Q (173903.390000 sec): 3 clusters
  Score: Raw -302050.184415 + Penalty 2665.806795 = -299384.377620
  nChanged 33
		SP:Iteration 19Q (173903.560000 sec): 3 clusters
  Score: Raw -302069.333005 + Penalty 2665.806795 = -299403.526210
  nChanged 28
		SP:Iteration 20F (173903.740000 sec): 3 clusters
  Score: Raw -302087.244381 + Penalty 2665.806795 = -299421.437586
  nChanged 40
		SP:Iteration 21Q (173903.910000 sec): 3 clusters
  Score: Raw -302109.327436 + Penalty 2665.806795 = -299443.520641
  nChanged 39
		SP:Iteration 22Q (173904.090000 sec): 3 clusters
  Score: Raw -302132.122229 + Penalty 2665.806795 = -299466.315433
  nChanged 37
		SP:Iteration 23Q (173904.270000 sec): 3 clusters
  Score: Raw -302153.843276 + Penalty 2665.806795 = -299488.036481
  nChanged 33
		SP:Iteration 24Q (173904.440000 sec): 3 clusters
  Score: Raw -302170.506271 + Penalty 2665.806795 = -299504.699476
  nChanged 23
		SP:Iteration 25Q (173904.620000 sec): 3 clusters
  Score: Raw -302180.662653 + Penalty 2665.806795 = -299514.855858
  nChanged 26
		SP:Iteration 26Q (173904.790000 sec): 3 clusters
  Score: Raw -302193.722959 + Penalty 2665.806795 = -299527.916164
  nChanged 24
		SP:Iteration 27Q (173904.970000 sec): 3 clusters
  Score: Raw -302206.498550 + Penalty 2665.806795 = -299540.691755
  nChanged 21
		SP:Iteration 28Q (173905.150000 sec): 3 clusters
  Score: Raw -302216.572058 + Penalty 2665.806795 = -299550.765263
  nChanged 18
		SP:Iteration 29Q (173905.320000 sec): 3 clusters
  Score: Raw -302223.325206 + Penalty 2665.806795 = -299557.518411
  nChanged 18
		SP:Iteration 30Q (173905.500000 sec): 3 clusters
  Score: Raw -302231.346943 + Penalty 2665.806795 = -299565.540148
  nChanged 13
		SP:Iteration 31Q (173905.670000 sec): 3 clusters
  Score: Raw -302238.740973 + Penalty 2665.806795 = -299572.934178
  nChanged 17
		SP:Iteration 32Q (173905.850000 sec): 3 clusters
  Score: Raw -302248.507102 + Penalty 2665.806795 = -299582.700307
  nChanged 11
		SP:Iteration 33Q (173906.030000 sec): 3 clusters
  Score: Raw -302254.326863 + Penalty 2665.806795 = -299588.520068
  nChanged 17
		SP:Iteration 34Q (173906.200000 sec): 3 clusters
  Score: Raw -302261.564834 + Penalty 2665.806795 = -299595.758039
  nChanged 14
		SP:Iteration 35Q (173906.380000 sec): 3 clusters
  Score: Raw -302267.948765 + Penalty 2665.806795 = -299602.141970
  nChanged 12
		SP:Iteration 36Q (173906.550000 sec): 3 clusters
  Score: Raw -302273.004858 + Penalty 2665.806795 = -299607.198063
  nChanged 15
		SP:Iteration 37Q (173906.730000 sec): 3 clusters
  Score: Raw -302281.550043 + Penalty 2665.806795 = -299615.743247
  nChanged 10
		SP:Iteration 38Q (173906.850000 sec): 3 clusters
  Score: Raw -302287.183590 + Penalty 2665.806795 = -299621.376795
  nChanged 15
		SP:Iteration 39Q (173906.910000 sec): 3 clusters
  Score: Raw -302293.470510 + Penalty 2665.806795 = -299627.663715
  nChanged 13
		SP:Iteration 40F (173906.990000 sec): 3 clusters
  Score: Raw -302299.534787 + Penalty 2665.806795 = -299633.727992
  nChanged 14
		SP:Iteration 41Q (173907.050000 sec): 3 clusters
  Score: Raw -302307.568965 + Penalty 2665.806795 = -299641.762170
  nChanged 14
		SP:Iteration 42Q (173907.120000 sec): 3 clusters
  Score: Raw -302314.533460 + Penalty 2665.806795 = -299648.726665
  nChanged 15
		SP:Iteration 43Q (173907.190000 sec): 3 clusters
  Score: Raw -302323.934488 + Penalty 2665.806795 = -299658.127693
  nChanged 19
		SP:Iteration 44Q (173907.250000 sec): 3 clusters
  Score: Raw -302337.868113 + Penalty 2665.806795 = -299672.061318
  nChanged 22
		SP:Iteration 45Q (173907.320000 sec): 3 clusters
  Score: Raw -302349.639375 + Penalty 2665.806795 = -299683.832580
  nChanged 13
		SP:Iteration 46Q (173907.380000 sec): 3 clusters
  Score: Raw -302355.404049 + Penalty 2665.806795 = -299689.597254
  nChanged 14
		SP:Iteration 47Q (173907.450000 sec): 3 clusters
  Score: Raw -302362.623842 + Penalty 2665.806795 = -299696.817047
  nChanged 12
		SP:Iteration 48Q (173907.520000 sec): 3 clusters
  Score: Raw -302367.634437 + Penalty 2665.806795 = -299701.827642
  nChanged 5
		SP:Iteration 49Q (173907.580000 sec): 3 clusters
  Score: Raw -302370.828495 + Penalty 2665.806795 = -299705.021700
  nChanged 8
		SP:Iteration 50Q (173907.650000 sec): 3 clusters
  Score: Raw -302375.679206 + Penalty 2665.806795 = -299709.872410
  nChanged 4
		SP:Iteration 51Q (173907.720000 sec): 3 clusters
  Score: Raw -302377.558353 + Penalty 2665.806795 = -299711.751558
  nChanged 4
		SP:Iteration 52Q (173907.780000 sec): 3 clusters
  Score: Raw -302378.857061 + Penalty 2665.806795 = -299713.050266
  nChanged 1
		SP:Iteration 53Q (173907.850000 sec): 3 clusters
  Score: Raw -302379.342131 + Penalty 2665.806795 = -299713.535336
  nChanged 3
		SP:Iteration 54Q (173907.920000 sec): 3 clusters
  Score: Raw -302380.149111 + Penalty 2665.806795 = -299714.342316
  nChanged 3
		SP:Iteration 55Q (173907.980000 sec): 3 clusters
  Score: Raw -302381.183107 + Penalty 2665.806795 = -299715.376312
  nChanged 4
		SP:Iteration 56Q (173908.050000 sec): 3 clusters
  Score: Raw -302382.237199 + Penalty 2665.806795 = -299716.430403
  nChanged 3
		SP:Iteration 57Q (173908.120000 sec): 3 clusters
  Score: Raw -302383.477470 + Penalty 2665.806795 = -299717.670675
  nChanged 2
		SP:Iteration 58Q (173908.180000 sec): 3 clusters
  Score: Raw -302384.288381 + Penalty 2665.806795 = -299718.481586
  nChanged 0
		SP:Iteration 59F (173908.250000 sec): 3 clusters
  Score: Raw -302384.288381 + Penalty 2665.806795 = -299718.481586
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 98 (4815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173908.350000 sec): 2 clusters
  Score: Raw -463776.001308 + Penalty 1377.917340 = -462398.083968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173908.520000 sec): 3 clusters
  Score: Raw -461331.412126 + Penalty 2755.834680 = -458575.577446
  nChanged 1959
		SP:Iteration 1F (173908.700000 sec): 3 clusters
  Score: Raw -462388.731202 + Penalty 2755.834680 = -459632.896521
  nChanged 344
		SP:Iteration 2F (173908.870000 sec): 3 clusters
  Score: Raw -462568.249579 + Penalty 2755.834680 = -459812.414898
  nChanged 236
		SP:Iteration 3Q (173909.050000 sec): 3 clusters
  Score: Raw -462704.285574 + Penalty 2755.834680 = -459948.450893
  nChanged 196
		SP:Iteration 4Q (173909.230000 sec): 3 clusters
  Score: Raw -462796.004497 + Penalty 2755.834680 = -460040.169816
  nChanged 154
		SP:Iteration 5Q (173909.400000 sec): 3 clusters
  Score: Raw -462858.424836 + Penalty 2755.834680 = -460102.590156
  nChanged 123
		SP:Iteration 6Q (173909.580000 sec): 3 clusters
  Score: Raw -462908.221994 + Penalty 2755.834680 = -460152.387314
  nChanged 111
		SP:Iteration 7Q (173909.750000 sec): 3 clusters
  Score: Raw -462951.459634 + Penalty 2755.834680 = -460195.624953
  nChanged 105
		SP:Iteration 8Q (173909.930000 sec): 3 clusters
  Score: Raw -462990.098326 + Penalty 2755.834680 = -460234.263646
  nChanged 96
		SP:Iteration 9Q (173910.100000 sec): 3 clusters
  Score: Raw -463020.206576 + Penalty 2755.834680 = -460264.371896
  nChanged 85
		SP:Iteration 10Q (173910.280000 sec): 3 clusters
  Score: Raw -463051.458981 + Penalty 2755.834680 = -460295.624301
  nChanged 78
		SP:Iteration 11Q (173910.450000 sec): 3 clusters
  Score: Raw -463079.087515 + Penalty 2755.834680 = -460323.252834
  nChanged 69
		SP:Iteration 12Q (173910.630000 sec): 3 clusters
  Score: Raw -463104.369956 + Penalty 2755.834680 = -460348.535275
  nChanged 78
		SP:Iteration 13Q (173910.810000 sec): 3 clusters
  Score: Raw -463131.885866 + Penalty 2755.834680 = -460376.051185
  nChanged 78
		SP:Iteration 14Q (173910.980000 sec): 3 clusters
  Score: Raw -463161.989127 + Penalty 2755.834680 = -460406.154446
  nChanged 88
		SP:Iteration 15Q (173911.160000 sec): 3 clusters
  Score: Raw -463201.020277 + Penalty 2755.834680 = -460445.185597
  nChanged 93
		SP:Iteration 16Q (173911.330000 sec): 3 clusters
  Score: Raw -463236.925575 + Penalty 2755.834680 = -460481.090895
  nChanged 85
		SP:Iteration 17Q (173911.510000 sec): 3 clusters
  Score: Raw -463275.259004 + Penalty 2755.834680 = -460519.424323
  nChanged 109
		SP:Iteration 18Q (173911.680000 sec): 3 clusters
  Score: Raw -463321.879643 + Penalty 2755.834680 = -460566.044963
  nChanged 109
		SP:Iteration 19Q (173911.860000 sec): 3 clusters
  Score: Raw -463372.194008 + Penalty 2755.834680 = -460616.359327
  nChanged 104
		SP:Iteration 20F (173912.030000 sec): 3 clusters
  Score: Raw -463417.676805 + Penalty 2755.834680 = -460661.842125
  nChanged 92
		SP:Iteration 21Q (173912.210000 sec): 3 clusters
  Score: Raw -463456.707352 + Penalty 2755.834680 = -460700.872672
  nChanged 84
		SP:Iteration 22Q (173912.390000 sec): 3 clusters
  Score: Raw -463503.736444 + Penalty 2755.834680 = -460747.901764
  nChanged 80
		SP:Iteration 23Q (173912.560000 sec): 3 clusters
  Score: Raw -463549.043561 + Penalty 2755.834680 = -460793.208881
  nChanged 91
		SP:Iteration 24Q (173912.740000 sec): 3 clusters
  Score: Raw -463592.840550 + Penalty 2755.834680 = -460837.005869
  nChanged 70
		SP:Iteration 25Q (173912.910000 sec): 3 clusters
  Score: Raw -463629.755225 + Penalty 2755.834680 = -460873.920545
  nChanged 66
		SP:Iteration 26Q (173913.090000 sec): 3 clusters
  Score: Raw -463666.654643 + Penalty 2755.834680 = -460910.819962
  nChanged 54
		SP:Iteration 27Q (173913.260000 sec): 3 clusters
  Score: Raw -463703.032173 + Penalty 2755.834680 = -460947.197492
  nChanged 54
		SP:Iteration 28Q (173913.440000 sec): 3 clusters
  Score: Raw -463739.623251 + Penalty 2755.834680 = -460983.788571
  nChanged 53
		SP:Iteration 29Q (173913.610000 sec): 3 clusters
  Score: Raw -463769.997680 + Penalty 2755.834680 = -461014.163000
  nChanged 56
		SP:Iteration 30Q (173913.790000 sec): 3 clusters
  Score: Raw -463803.085929 + Penalty 2755.834680 = -461047.251248
  nChanged 47
		SP:Iteration 31Q (173913.970000 sec): 3 clusters
  Score: Raw -463835.468001 + Penalty 2755.834680 = -461079.633320
  nChanged 44
		SP:Iteration 32Q (173914.140000 sec): 3 clusters
  Score: Raw -463863.247259 + Penalty 2755.834680 = -461107.412579
  nChanged 34
		SP:Iteration 33Q (173914.320000 sec): 3 clusters
  Score: Raw -463882.736434 + Penalty 2755.834680 = -461126.901754
  nChanged 37
		SP:Iteration 34Q (173914.540000 sec): 3 clusters
  Score: Raw -463900.217995 + Penalty 2755.834680 = -461144.383315
  nChanged 28
		SP:Iteration 35Q (173914.690000 sec): 3 clusters
  Score: Raw -463917.815928 + Penalty 2755.834680 = -461161.981248
  nChanged 25
		SP:Iteration 36Q (173914.910000 sec): 3 clusters
  Score: Raw -463931.944011 + Penalty 2755.834680 = -461176.109330
  nChanged 30
		SP:Iteration 37Q (173915.050000 sec): 3 clusters
  Score: Raw -463948.198585 + Penalty 2755.834680 = -461192.363905
  nChanged 26
		SP:Iteration 38Q (173915.270000 sec): 3 clusters
  Score: Raw -463962.735094 + Penalty 2755.834680 = -461206.900414
  nChanged 15
		SP:Iteration 39Q (173915.420000 sec): 3 clusters
  Score: Raw -463969.956184 + Penalty 2755.834680 = -461214.121504
  nChanged 15
		SP:Iteration 40F (173915.650000 sec): 3 clusters
  Score: Raw -463978.682106 + Penalty 2755.834680 = -461222.847426
  nChanged 9
		SP:Iteration 41Q (173915.790000 sec): 3 clusters
  Score: Raw -463983.992665 + Penalty 2755.834680 = -461228.157985
  nChanged 12
		SP:Iteration 42Q (173916.020000 sec): 3 clusters
  Score: Raw -463990.530860 + Penalty 2755.834680 = -461234.696180
  nChanged 6
		SP:Iteration 43Q (173916.170000 sec): 3 clusters
  Score: Raw -463992.431662 + Penalty 2755.834680 = -461236.596982
  nChanged 2
		SP:Iteration 44Q (173916.390000 sec): 3 clusters
  Score: Raw -463993.059587 + Penalty 2755.834680 = -461237.224907
  nChanged 2
		SP:Iteration 45Q (173916.530000 sec): 3 clusters
  Score: Raw -463993.891183 + Penalty 2755.834680 = -461238.056503
  nChanged 2
		SP:Iteration 46Q (173916.750000 sec): 3 clusters
  Score: Raw -463994.586029 + Penalty 2755.834680 = -461238.751349
  nChanged 4
		SP:Iteration 47Q (173916.940000 sec): 3 clusters
  Score: Raw -463996.275809 + Penalty 2755.834680 = -461240.441129
  nChanged 1
		SP:Iteration 48Q (173917.090000 sec): 3 clusters
  Score: Raw -463996.700994 + Penalty 2755.834680 = -461240.866313
  nChanged 2
		SP:Iteration 49Q (173917.260000 sec): 3 clusters
  Score: Raw -463997.406042 + Penalty 2755.834680 = -461241.571361
  nChanged 0
		SP:Iteration 50F (173917.440000 sec): 3 clusters
  Score: Raw -463997.406042 + Penalty 2755.834680 = -461241.571361
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 99 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173917.520000 sec): 2 clusters
  Score: Raw -100665.683358 + Penalty 1144.371503 = -99521.311855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173917.700000 sec): 3 clusters
  Score: Raw -100280.149644 + Penalty 2288.743006 = -97991.406638
  nChanged 355
		SP:Iteration 1F (173917.880000 sec): 3 clusters
  Score: Raw -100552.826098 + Penalty 2288.743006 = -98264.083092
  nChanged 76
		SP:Iteration 2F (173918.050000 sec): 3 clusters
  Score: Raw -100628.623160 + Penalty 2288.743006 = -98339.880154
  nChanged 39
		SP:Iteration 3Q (173918.230000 sec): 3 clusters
  Score: Raw -100658.603679 + Penalty 2288.743006 = -98369.860673
  nChanged 22
		SP:Iteration 4Q (173918.400000 sec): 3 clusters
  Score: Raw -100684.692362 + Penalty 2288.743006 = -98395.949356
  nChanged 22
		SP:Iteration 5Q (173918.580000 sec): 3 clusters
  Score: Raw -100701.935527 + Penalty 2288.743006 = -98413.192521
  nChanged 17
		SP:Iteration 6Q (173918.750000 sec): 3 clusters
  Score: Raw -100712.141352 + Penalty 2288.743006 = -98423.398347
  nChanged 7
		SP:Iteration 7Q (173918.930000 sec): 3 clusters
  Score: Raw -100717.432343 + Penalty 2288.743006 = -98428.689337
  nChanged 13
		SP:Iteration 8Q (173919.110000 sec): 3 clusters
  Score: Raw -100725.817341 + Penalty 2288.743006 = -98437.074335
  nChanged 9
		SP:Iteration 9Q (173919.280000 sec): 3 clusters
  Score: Raw -100732.546665 + Penalty 2288.743006 = -98443.803659
  nChanged 12
		SP:Iteration 10Q (173919.460000 sec): 3 clusters
  Score: Raw -100742.085508 + Penalty 2288.743006 = -98453.342503
  nChanged 5
		SP:Iteration 11Q (173919.680000 sec): 3 clusters
  Score: Raw -100744.139706 + Penalty 2288.743006 = -98455.396700
  nChanged 3
		SP:Iteration 12Q (173919.850000 sec): 3 clusters
  Score: Raw -100746.654150 + Penalty 2288.743006 = -98457.911144
  nChanged 4
		SP:Iteration 13Q (173920.020000 sec): 3 clusters
  Score: Raw -100748.580945 + Penalty 2288.743006 = -98459.837939
  nChanged 1
		SP:Iteration 14Q (173920.190000 sec): 3 clusters
  Score: Raw -100748.658814 + Penalty 2288.743006 = -98459.915808
  nChanged 0
		SP:Iteration 15F (173920.360000 sec): 3 clusters
  Score: Raw -100748.658814 + Penalty 2288.743006 = -98459.915808
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 100 (6215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173920.460000 sec): 2 clusters
  Score: Raw -531622.001276 + Penalty 1419.392163 = -530202.609113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173920.660000 sec): 3 clusters
  Score: Raw -528199.397729 + Penalty 2838.784326 = -525360.613402
  nChanged 2594
		SP:Iteration 1F (173920.870000 sec): 3 clusters
  Score: Raw -529645.496352 + Penalty 2838.784326 = -526806.712025
  nChanged 524
		SP:Iteration 2F (173921.080000 sec): 3 clusters
  Score: Raw -530006.779477 + Penalty 2838.784326 = -527167.995151
  nChanged 428
		SP:Iteration 3F (173921.290000 sec): 3 clusters
  Score: Raw -530317.330690 + Penalty 2838.784326 = -527478.546364
  nChanged 415
		SP:Iteration 4F (173921.500000 sec): 3 clusters
  Score: Raw -530583.786428 + Penalty 2838.784326 = -527745.002101
  nChanged 336
		SP:Iteration 5F (173921.710000 sec): 3 clusters
  Score: Raw -530780.884034 + Penalty 2838.784326 = -527942.099708
  nChanged 273
		SP:Iteration 6Q (173921.930000 sec): 3 clusters
  Score: Raw -530918.238912 + Penalty 2838.784326 = -528079.454586
  nChanged 232
		SP:Iteration 7Q (173922.130000 sec): 3 clusters
  Score: Raw -531031.059879 + Penalty 2838.784326 = -528192.275552
  nChanged 196
		SP:Iteration 8Q (173922.350000 sec): 3 clusters
  Score: Raw -531122.452813 + Penalty 2838.784326 = -528283.668487
  nChanged 165
		SP:Iteration 9Q (173922.560000 sec): 3 clusters
  Score: Raw -531186.110781 + Penalty 2838.784326 = -528347.326454
  nChanged 122
		SP:Iteration 10Q (173922.770000 sec): 3 clusters
  Score: Raw -531233.117473 + Penalty 2838.784326 = -528394.333146
  nChanged 103
		SP:Iteration 11Q (173922.980000 sec): 3 clusters
  Score: Raw -531272.244783 + Penalty 2838.784326 = -528433.460456
  nChanged 98
		SP:Iteration 12Q (173923.190000 sec): 3 clusters
  Score: Raw -531300.294010 + Penalty 2838.784326 = -528461.509684
  nChanged 79
		SP:Iteration 13Q (173923.400000 sec): 3 clusters
  Score: Raw -531324.875029 + Penalty 2838.784326 = -528486.090703
  nChanged 63
		SP:Iteration 14Q (173923.610000 sec): 3 clusters
  Score: Raw -531341.619196 + Penalty 2838.784326 = -528502.834870
  nChanged 60
		SP:Iteration 15Q (173923.830000 sec): 3 clusters
  Score: Raw -531359.326371 + Penalty 2838.784326 = -528520.542045
  nChanged 58
		SP:Iteration 16Q (173924.040000 sec): 3 clusters
  Score: Raw -531376.149032 + Penalty 2838.784326 = -528537.364706
  nChanged 45
		SP:Iteration 17Q (173924.250000 sec): 3 clusters
  Score: Raw -531387.302437 + Penalty 2838.784326 = -528548.518111
  nChanged 32
		SP:Iteration 18Q (173924.460000 sec): 3 clusters
  Score: Raw -531393.950702 + Penalty 2838.784326 = -528555.166376
  nChanged 20
		SP:Iteration 19Q (173924.670000 sec): 3 clusters
  Score: Raw -531397.761071 + Penalty 2838.784326 = -528558.976744
  nChanged 19
		SP:Iteration 20F (173924.880000 sec): 3 clusters
  Score: Raw -531401.666401 + Penalty 2838.784326 = -528562.882075
  nChanged 16
		SP:Iteration 21Q (173925.090000 sec): 3 clusters
  Score: Raw -531406.140744 + Penalty 2838.784326 = -528567.356417
  nChanged 17
		SP:Iteration 22Q (173925.300000 sec): 3 clusters
  Score: Raw -531410.074392 + Penalty 2838.784326 = -528571.290066
  nChanged 14
		SP:Iteration 23Q (173925.510000 sec): 3 clusters
  Score: Raw -531412.809239 + Penalty 2838.784326 = -528574.024912
  nChanged 15
		SP:Iteration 24Q (173925.720000 sec): 3 clusters
  Score: Raw -531415.851252 + Penalty 2838.784326 = -528577.066926
  nChanged 15
		SP:Iteration 25Q (173925.930000 sec): 3 clusters
  Score: Raw -531418.945438 + Penalty 2838.784326 = -528580.161112
  nChanged 16
		SP:Iteration 26Q (173926.140000 sec): 3 clusters
  Score: Raw -531422.409298 + Penalty 2838.784326 = -528583.624972
  nChanged 23
		SP:Iteration 27Q (173926.250000 sec): 3 clusters
  Score: Raw -531427.985038 + Penalty 2838.784326 = -528589.200712
  nChanged 26
		SP:Iteration 28Q (173926.360000 sec): 3 clusters
  Score: Raw -531435.596235 + Penalty 2838.784326 = -528596.811909
  nChanged 26
		SP:Iteration 29Q (173926.470000 sec): 3 clusters
  Score: Raw -531442.043275 + Penalty 2838.784326 = -528603.258948
  nChanged 34
		SP:Iteration 30Q (173926.590000 sec): 3 clusters
  Score: Raw -531451.092857 + Penalty 2838.784326 = -528612.308531
  nChanged 28
		SP:Iteration 31Q (173926.700000 sec): 3 clusters
  Score: Raw -531459.245102 + Penalty 2838.784326 = -528620.460776
  nChanged 34
		SP:Iteration 32Q (173926.810000 sec): 3 clusters
  Score: Raw -531469.977635 + Penalty 2838.784326 = -528631.193309
  nChanged 43
		SP:Iteration 33Q (173926.920000 sec): 3 clusters
  Score: Raw -531484.455726 + Penalty 2838.784326 = -528645.671399
  nChanged 46
		SP:Iteration 34Q (173927.030000 sec): 3 clusters
  Score: Raw -531498.427177 + Penalty 2838.784326 = -528659.642851
  nChanged 48
		SP:Iteration 35Q (173927.140000 sec): 3 clusters
  Score: Raw -531514.184771 + Penalty 2838.784326 = -528675.400444
  nChanged 57
		SP:Iteration 36Q (173927.250000 sec): 3 clusters
  Score: Raw -531534.817205 + Penalty 2838.784326 = -528696.032878
  nChanged 63
		SP:Iteration 37Q (173927.370000 sec): 3 clusters
  Score: Raw -531556.792078 + Penalty 2838.784326 = -528718.007752
  nChanged 58
		SP:Iteration 38Q (173927.480000 sec): 3 clusters
  Score: Raw -531582.144282 + Penalty 2838.784326 = -528743.359956
  nChanged 68
		SP:Iteration 39Q (173927.600000 sec): 3 clusters
  Score: Raw -531613.262982 + Penalty 2838.784326 = -528774.478656
  nChanged 77
		SP:Iteration 40F (173927.700000 sec): 3 clusters
  Score: Raw -531650.246144 + Penalty 2838.784326 = -528811.461818
  nChanged 84
		SP:Iteration 41Q (173927.800000 sec): 3 clusters
  Score: Raw -531692.660071 + Penalty 2838.784326 = -528853.875745
  nChanged 92
		SP:Iteration 42Q (173927.910000 sec): 3 clusters
  Score: Raw -531740.649353 + Penalty 2838.784326 = -528901.865026
  nChanged 98
		SP:Iteration 43Q (173928.010000 sec): 3 clusters
  Score: Raw -531793.750311 + Penalty 2838.784326 = -528954.965985
  nChanged 97
		SP:Iteration 44Q (173928.120000 sec): 3 clusters
  Score: Raw -531842.680514 + Penalty 2838.784326 = -529003.896188
  nChanged 83
		SP:Iteration 45Q (173928.240000 sec): 3 clusters
  Score: Raw -531883.802274 + Penalty 2838.784326 = -529045.017948
  nChanged 64
		SP:Iteration 46Q (173928.350000 sec): 3 clusters
  Score: Raw -531919.234491 + Penalty 2838.784326 = -529080.450164
  nChanged 79
		SP:Iteration 47Q (173928.460000 sec): 3 clusters
  Score: Raw -531961.226192 + Penalty 2838.784326 = -529122.441866
  nChanged 72
		SP:Iteration 48Q (173928.570000 sec): 3 clusters
  Score: Raw -531993.016123 + Penalty 2838.784326 = -529154.231797
  nChanged 58
		SP:Iteration 49Q (173928.680000 sec): 3 clusters
  Score: Raw -532021.111887 + Penalty 2838.784326 = -529182.327561
  nChanged 55
		SP:Iteration 50Q (173928.780000 sec): 3 clusters
  Score: Raw -532044.686428 + Penalty 2838.784326 = -529205.902102
  nChanged 52
		SP:Iteration 51Q (173928.890000 sec): 3 clusters
  Score: Raw -532066.218111 + Penalty 2838.784326 = -529227.433785
  nChanged 44
		SP:Iteration 52Q (173929.000000 sec): 3 clusters
  Score: Raw -532086.656265 + Penalty 2838.784326 = -529247.871939
  nChanged 43
		SP:Iteration 53Q (173929.100000 sec): 3 clusters
  Score: Raw -532104.400747 + Penalty 2838.784326 = -529265.616421
  nChanged 44
		SP:Iteration 54Q (173929.210000 sec): 3 clusters
  Score: Raw -532125.192792 + Penalty 2838.784326 = -529286.408466
  nChanged 52
		SP:Iteration 55Q (173929.310000 sec): 3 clusters
  Score: Raw -532145.649979 + Penalty 2838.784326 = -529306.865653
  nChanged 40
		SP:Iteration 56Q (173929.490000 sec): 3 clusters
  Score: Raw -532158.224671 + Penalty 2838.784326 = -529319.440345
  nChanged 35
		SP:Iteration 57Q (173929.650000 sec): 3 clusters
  Score: Raw -532169.586543 + Penalty 2838.784326 = -529330.802217
  nChanged 34
		SP:Iteration 58Q (173929.820000 sec): 3 clusters
  Score: Raw -532179.828374 + Penalty 2838.784326 = -529341.044047
  nChanged 29
		SP:Iteration 59Q (173929.930000 sec): 3 clusters
  Score: Raw -532188.753021 + Penalty 2838.784326 = -529349.968694
  nChanged 21
		SP:Iteration 60F (173930.040000 sec): 3 clusters
  Score: Raw -532194.634684 + Penalty 2838.784326 = -529355.850358
  nChanged 17
		SP:Iteration 61Q (173930.140000 sec): 3 clusters
  Score: Raw -532199.585033 + Penalty 2838.784326 = -529360.800707
  nChanged 14
		SP:Iteration 62Q (173930.240000 sec): 3 clusters
  Score: Raw -532204.317853 + Penalty 2838.784326 = -529365.533527
  nChanged 12
		SP:Iteration 63Q (173930.340000 sec): 3 clusters
  Score: Raw -532207.424982 + Penalty 2838.784326 = -529368.640656
  nChanged 8
		SP:Iteration 64Q (173930.450000 sec): 3 clusters
  Score: Raw -532210.334511 + Penalty 2838.784326 = -529371.550184
  nChanged 11
		SP:Iteration 65Q (173930.550000 sec): 3 clusters
  Score: Raw -532214.012374 + Penalty 2838.784326 = -529375.228048
  nChanged 13
		SP:Iteration 66Q (173930.660000 sec): 3 clusters
  Score: Raw -532217.697866 + Penalty 2838.784326 = -529378.913539
  nChanged 16
		SP:Iteration 67Q (173930.760000 sec): 3 clusters
  Score: Raw -532221.816199 + Penalty 2838.784326 = -529383.031873
  nChanged 13
		SP:Iteration 68Q (173930.860000 sec): 3 clusters
  Score: Raw -532224.039856 + Penalty 2838.784326 = -529385.255530
  nChanged 10
		SP:Iteration 69Q (173930.970000 sec): 3 clusters
  Score: Raw -532226.894184 + Penalty 2838.784326 = -529388.109858
  nChanged 10
		SP:Iteration 70Q (173931.070000 sec): 3 clusters
  Score: Raw -532229.540267 + Penalty 2838.784326 = -529390.755941
  nChanged 11
		SP:Iteration 71Q (173931.180000 sec): 3 clusters
  Score: Raw -532232.513222 + Penalty 2838.784326 = -529393.728896
  nChanged 10
		SP:Iteration 72Q (173931.280000 sec): 3 clusters
  Score: Raw -532235.051610 + Penalty 2838.784326 = -529396.267284
  nChanged 13
		SP:Iteration 73Q (173931.380000 sec): 3 clusters
  Score: Raw -532238.254978 + Penalty 2838.784326 = -529399.470652
  nChanged 7
		SP:Iteration 74Q (173931.570000 sec): 3 clusters
  Score: Raw -532240.371150 + Penalty 2838.784326 = -529401.586824
  nChanged 9
		SP:Iteration 75Q (173931.680000 sec): 3 clusters
  Score: Raw -532242.276485 + Penalty 2838.784326 = -529403.492158
  nChanged 6
		SP:Iteration 76Q (173931.870000 sec): 3 clusters
  Score: Raw -532244.478365 + Penalty 2838.784326 = -529405.694039
  nChanged 7
		SP:Iteration 77Q (173932.090000 sec): 3 clusters
  Score: Raw -532246.616325 + Penalty 2838.784326 = -529407.831998
  nChanged 8
		SP:Iteration 78Q (173932.250000 sec): 3 clusters
  Score: Raw -532248.493635 + Penalty 2838.784326 = -529409.709309
  nChanged 7
		SP:Iteration 79Q (173932.360000 sec): 3 clusters
  Score: Raw -532249.827233 + Penalty 2838.784326 = -529411.042907
  nChanged 3
		SP:Iteration 80F (173932.470000 sec): 3 clusters
  Score: Raw -532250.792020 + Penalty 2838.784326 = -529412.007694
  nChanged 4
		SP:Iteration 81Q (173932.590000 sec): 3 clusters
  Score: Raw -532251.800277 + Penalty 2838.784326 = -529413.015951
  nChanged 6
		SP:Iteration 82Q (173932.690000 sec): 3 clusters
  Score: Raw -532253.076690 + Penalty 2838.784326 = -529414.292364
  nChanged 5
		SP:Iteration 83Q (173932.790000 sec): 3 clusters
  Score: Raw -532254.115229 + Penalty 2838.784326 = -529415.330903
  nChanged 2
		SP:Iteration 84Q (173932.890000 sec): 3 clusters
  Score: Raw -532254.386562 + Penalty 2838.784326 = -529415.602236
  nChanged 1
		SP:Iteration 85Q (173933.000000 sec): 3 clusters
  Score: Raw -532254.550215 + Penalty 2838.784326 = -529415.765889
  nChanged 2
		SP:Iteration 86Q (173933.110000 sec): 3 clusters
  Score: Raw -532255.109459 + Penalty 2838.784326 = -529416.325133
  nChanged 3
		SP:Iteration 87Q (173933.210000 sec): 3 clusters
  Score: Raw -532255.961936 + Penalty 2838.784326 = -529417.177610
  nChanged 6
		SP:Iteration 88Q (173933.380000 sec): 3 clusters
  Score: Raw -532257.872975 + Penalty 2838.784326 = -529419.088649
  nChanged 7
		SP:Iteration 89Q (173933.550000 sec): 3 clusters
  Score: Raw -532259.703118 + Penalty 2838.784326 = -529420.918792
  nChanged 6
		SP:Iteration 90Q (173933.720000 sec): 3 clusters
  Score: Raw -532261.070328 + Penalty 2838.784326 = -529422.286002
  nChanged 8
		SP:Iteration 91Q (173933.890000 sec): 3 clusters
  Score: Raw -532263.395361 + Penalty 2838.784326 = -529424.611034
  nChanged 12
		SP:Iteration 92Q (173934.100000 sec): 3 clusters
  Score: Raw -532267.469187 + Penalty 2838.784326 = -529428.684861
  nChanged 16
		SP:Iteration 93Q (173934.270000 sec): 3 clusters
  Score: Raw -532271.365526 + Penalty 2838.784326 = -529432.581200
  nChanged 10
		SP:Iteration 94Q (173934.430000 sec): 3 clusters
  Score: Raw -532274.182137 + Penalty 2838.784326 = -529435.397811
  nChanged 9
		SP:Iteration 95Q (173934.640000 sec): 3 clusters
  Score: Raw -532276.148769 + Penalty 2838.784326 = -529437.364443
  nChanged 10
		SP:Iteration 96Q (173934.810000 sec): 3 clusters
  Score: Raw -532278.911731 + Penalty 2838.784326 = -529440.127405
  nChanged 9
		SP:Iteration 97Q (173934.890000 sec): 3 clusters
  Score: Raw -532281.380615 + Penalty 2838.784326 = -529442.596289
  nChanged 7
		SP:Iteration 98Q (173935.010000 sec): 3 clusters
  Score: Raw -532283.486536 + Penalty 2838.784326 = -529444.702210
  nChanged 8
		SP:Iteration 99Q (173935.110000 sec): 3 clusters
  Score: Raw -532285.474846 + Penalty 2838.784326 = -529446.690520
  nChanged 9
		SP:Iteration 100F (173935.310000 sec): 3 clusters
  Score: Raw -532287.728814 + Penalty 2838.784326 = -529448.944488
  nChanged 7
		SP:Iteration 101Q (173935.520000 sec): 3 clusters
  Score: Raw -532289.176267 + Penalty 2838.784326 = -529450.391941
  nChanged 4
		SP:Iteration 102Q (173935.690000 sec): 3 clusters
  Score: Raw -532290.460501 + Penalty 2838.784326 = -529451.676175
  nChanged 8
		SP:Iteration 103Q (173935.870000 sec): 3 clusters
  Score: Raw -532291.988052 + Penalty 2838.784326 = -529453.203726
  nChanged 3
		SP:Iteration 104Q (173936.010000 sec): 3 clusters
  Score: Raw -532292.336580 + Penalty 2838.784326 = -529453.552254
  nChanged 3
		SP:Iteration 105Q (173936.170000 sec): 3 clusters
  Score: Raw -532293.027854 + Penalty 2838.784326 = -529454.243528
  nChanged 1
		SP:Iteration 106Q (173936.340000 sec): 3 clusters
  Score: Raw -532293.293465 + Penalty 2838.784326 = -529454.509139
  nChanged 2
		SP:Iteration 107Q (173936.510000 sec): 3 clusters
  Score: Raw -532293.762389 + Penalty 2838.784326 = -529454.978063
  nChanged 0
		SP:Iteration 108F (173936.720000 sec): 3 clusters
  Score: Raw -532293.762389 + Penalty 2838.784326 = -529454.978063
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 101 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173936.800000 sec): 2 clusters
  Score: Raw -134279.230268 + Penalty 1174.613123 = -133104.617145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173936.970000 sec): 3 clusters
  Score: Raw -133788.366219 + Penalty 2349.226247 = -131439.139972
  nChanged 422
		SP:Iteration 1F (173937.150000 sec): 3 clusters
  Score: Raw -134155.740938 + Penalty 2349.226247 = -131806.514692
  nChanged 123
		SP:Iteration 2F (173937.330000 sec): 3 clusters
  Score: Raw -134277.496699 + Penalty 2349.226247 = -131928.270452
  nChanged 79
		SP:Iteration 3F (173937.500000 sec): 3 clusters
  Score: Raw -134350.160775 + Penalty 2349.226247 = -132000.934529
  nChanged 48
		SP:Iteration 4Q (173937.680000 sec): 3 clusters
  Score: Raw -134392.142389 + Penalty 2349.226247 = -132042.916142
  nChanged 21
		SP:Iteration 5Q (173937.850000 sec): 3 clusters
  Score: Raw -134415.676520 + Penalty 2349.226247 = -132066.450274
  nChanged 21
		SP:Iteration 6Q (173938.030000 sec): 3 clusters
  Score: Raw -134430.492216 + Penalty 2349.226247 = -132081.265970
  nChanged 15
		SP:Iteration 7Q (173938.210000 sec): 3 clusters
  Score: Raw -134443.132984 + Penalty 2349.226247 = -132093.906737
  nChanged 7
		SP:Iteration 8Q (173938.380000 sec): 3 clusters
  Score: Raw -134451.108621 + Penalty 2349.226247 = -132101.882374
  nChanged 7
		SP:Iteration 9Q (173938.470000 sec): 3 clusters
  Score: Raw -134456.930755 + Penalty 2349.226247 = -132107.704508
  nChanged 5
		SP:Iteration 10Q (173938.500000 sec): 3 clusters
  Score: Raw -134462.560372 + Penalty 2349.226247 = -132113.334125
  nChanged 10
		SP:Iteration 11Q (173938.530000 sec): 3 clusters
  Score: Raw -134471.525312 + Penalty 2349.226247 = -132122.299065
  nChanged 9
		SP:Iteration 12Q (173938.560000 sec): 3 clusters
  Score: Raw -134478.146753 + Penalty 2349.226247 = -132128.920506
  nChanged 7
		SP:Iteration 13Q (173938.590000 sec): 3 clusters
  Score: Raw -134482.873637 + Penalty 2349.226247 = -132133.647391
  nChanged 4
		SP:Iteration 14Q (173938.630000 sec): 3 clusters
  Score: Raw -134484.472767 + Penalty 2349.226247 = -132135.246520
  nChanged 0
		SP:Iteration 15F (173938.660000 sec): 3 clusters
  Score: Raw -134484.472767 + Penalty 2349.226247 = -132135.246520
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 102 (1798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173938.710000 sec): 2 clusters
  Score: Raw -143260.825986 + Penalty 1217.844910 = -142042.981077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173938.750000 sec): 3 clusters
  Score: Raw -142544.831311 + Penalty 2435.689820 = -140109.141491
  nChanged 628
		SP:Iteration 1F (173938.790000 sec): 3 clusters
  Score: Raw -143091.164431 + Penalty 2435.689820 = -140655.474611
  nChanged 167
		SP:Iteration 2F (173938.830000 sec): 3 clusters
  Score: Raw -143296.388126 + Penalty 2435.689820 = -140860.698306
  nChanged 117
		SP:Iteration 3F (173938.870000 sec): 3 clusters
  Score: Raw -143447.429249 + Penalty 2435.689820 = -141011.739429
  nChanged 84
		SP:Iteration 4Q (173938.910000 sec): 3 clusters
  Score: Raw -143569.087324 + Penalty 2435.689820 = -141133.397504
  nChanged 89
		SP:Iteration 5Q (173938.940000 sec): 3 clusters
  Score: Raw -143671.113458 + Penalty 2435.689820 = -141235.423638
  nChanged 63
		SP:Iteration 6Q (173938.970000 sec): 3 clusters
  Score: Raw -143730.017666 + Penalty 2435.689820 = -141294.327846
  nChanged 42
		SP:Iteration 7Q (173939.010000 sec): 3 clusters
  Score: Raw -143769.874267 + Penalty 2435.689820 = -141334.184447
  nChanged 38
		SP:Iteration 8Q (173939.040000 sec): 3 clusters
  Score: Raw -143802.015744 + Penalty 2435.689820 = -141366.325925
  nChanged 27
		SP:Iteration 9Q (173939.080000 sec): 3 clusters
  Score: Raw -143821.463287 + Penalty 2435.689820 = -141385.773467
  nChanged 15
		SP:Iteration 10Q (173939.110000 sec): 3 clusters
  Score: Raw -143830.969899 + Penalty 2435.689820 = -141395.280079
  nChanged 14
		SP:Iteration 11Q (173939.140000 sec): 3 clusters
  Score: Raw -143839.689594 + Penalty 2435.689820 = -141403.999774
  nChanged 9
		SP:Iteration 12Q (173939.180000 sec): 3 clusters
  Score: Raw -143844.412790 + Penalty 2435.689820 = -141408.722970
  nChanged 8
		SP:Iteration 13Q (173939.210000 sec): 3 clusters
  Score: Raw -143850.237667 + Penalty 2435.689820 = -141414.547847
  nChanged 9
		SP:Iteration 14Q (173939.240000 sec): 3 clusters
  Score: Raw -143857.008717 + Penalty 2435.689820 = -141421.318897
  nChanged 8
		SP:Iteration 15Q (173939.280000 sec): 3 clusters
  Score: Raw -143861.433753 + Penalty 2435.689820 = -141425.743933
  nChanged 4
		SP:Iteration 16Q (173939.310000 sec): 3 clusters
  Score: Raw -143864.940576 + Penalty 2435.689820 = -141429.250757
  nChanged 7
		SP:Iteration 17Q (173939.350000 sec): 3 clusters
  Score: Raw -143868.667280 + Penalty 2435.689820 = -141432.977460
  nChanged 3
		SP:Iteration 18Q (173939.380000 sec): 3 clusters
  Score: Raw -143869.206618 + Penalty 2435.689820 = -141433.516798
  nChanged 1
		SP:Iteration 19Q (173939.410000 sec): 3 clusters
  Score: Raw -143869.953691 + Penalty 2435.689820 = -141434.263871
  nChanged 1
		SP:Iteration 20F (173939.450000 sec): 3 clusters
  Score: Raw -143870.234082 + Penalty 2435.689820 = -141434.544263
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 103 (3823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173939.560000 sec): 2 clusters
  Score: Raw -276889.801334 + Penalty 1340.428494 = -275549.372840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173939.730000 sec): 3 clusters
  Score: Raw -275086.926333 + Penalty 2680.856988 = -272406.069344
  nChanged 1432
		SP:Iteration 1F (173939.910000 sec): 3 clusters
  Score: Raw -276082.466159 + Penalty 2680.856988 = -273401.609171
  nChanged 340
		SP:Iteration 2F (173940.040000 sec): 3 clusters
  Score: Raw -276394.267364 + Penalty 2680.856988 = -273713.410376
  nChanged 267
		SP:Iteration 3F (173940.220000 sec): 3 clusters
  Score: Raw -276616.121751 + Penalty 2680.856988 = -273935.264763
  nChanged 204
		SP:Iteration 4F (173940.390000 sec): 3 clusters
  Score: Raw -276771.304351 + Penalty 2680.856988 = -274090.447363
  nChanged 181
		SP:Iteration 5Q (173940.570000 sec): 3 clusters
  Score: Raw -276913.210256 + Penalty 2680.856988 = -274232.353267
  nChanged 161
		SP:Iteration 6Q (173940.750000 sec): 3 clusters
  Score: Raw -277043.329238 + Penalty 2680.856988 = -274362.472249
  nChanged 152
		SP:Iteration 7Q (173940.920000 sec): 3 clusters
  Score: Raw -277176.497228 + Penalty 2680.856988 = -274495.640239
  nChanged 150
		SP:Iteration 8Q (173941.100000 sec): 3 clusters
  Score: Raw -277297.080803 + Penalty 2680.856988 = -274616.223815
  nChanged 129
		SP:Iteration 9Q (173941.270000 sec): 3 clusters
  Score: Raw -277388.678672 + Penalty 2680.856988 = -274707.821684
  nChanged 93
		SP:Iteration 10Q (173941.450000 sec): 3 clusters
  Score: Raw -277436.186579 + Penalty 2680.856988 = -274755.329590
  nChanged 55
		SP:Iteration 11Q (173941.630000 sec): 3 clusters
  Score: Raw -277463.970999 + Penalty 2680.856988 = -274783.114010
  nChanged 44
		SP:Iteration 12Q (173941.800000 sec): 3 clusters
  Score: Raw -277481.021612 + Penalty 2680.856988 = -274800.164624
  nChanged 34
		SP:Iteration 13Q (173941.980000 sec): 3 clusters
  Score: Raw -277501.967173 + Penalty 2680.856988 = -274821.110184
  nChanged 48
		SP:Iteration 14Q (173942.150000 sec): 3 clusters
  Score: Raw -277527.618373 + Penalty 2680.856988 = -274846.761384
  nChanged 45
		SP:Iteration 15Q (173942.330000 sec): 3 clusters
  Score: Raw -277550.738484 + Penalty 2680.856988 = -274869.881496
  nChanged 40
		SP:Iteration 16Q (173942.510000 sec): 3 clusters
  Score: Raw -277575.111494 + Penalty 2680.856988 = -274894.254506
  nChanged 46
		SP:Iteration 17Q (173942.680000 sec): 3 clusters
  Score: Raw -277604.201837 + Penalty 2680.856988 = -274923.344849
  nChanged 47
		SP:Iteration 18Q (173942.860000 sec): 3 clusters
  Score: Raw -277625.849010 + Penalty 2680.856988 = -274944.992021
  nChanged 34
		SP:Iteration 19Q (173943.030000 sec): 3 clusters
  Score: Raw -277641.247422 + Penalty 2680.856988 = -274960.390434
  nChanged 33
		SP:Iteration 20F (173943.210000 sec): 3 clusters
  Score: Raw -277657.044959 + Penalty 2680.856988 = -274976.187971
  nChanged 28
		SP:Iteration 21Q (173943.390000 sec): 3 clusters
  Score: Raw -277666.594965 + Penalty 2680.856988 = -274985.737976
  nChanged 18
		SP:Iteration 22Q (173943.560000 sec): 3 clusters
  Score: Raw -277672.364098 + Penalty 2680.856988 = -274991.507110
  nChanged 24
		SP:Iteration 23Q (173943.740000 sec): 3 clusters
  Score: Raw -277679.291112 + Penalty 2680.856988 = -274998.434124
  nChanged 13
		SP:Iteration 24Q (173943.910000 sec): 3 clusters
  Score: Raw -277683.157040 + Penalty 2680.856988 = -275002.300051
  nChanged 14
		SP:Iteration 25Q (173944.090000 sec): 3 clusters
  Score: Raw -277687.867083 + Penalty 2680.856988 = -275007.010094
  nChanged 11
		SP:Iteration 26Q (173944.270000 sec): 3 clusters
  Score: Raw -277692.099384 + Penalty 2680.856988 = -275011.242395
  nChanged 10
		SP:Iteration 27Q (173944.440000 sec): 3 clusters
  Score: Raw -277695.638754 + Penalty 2680.856988 = -275014.781766
  nChanged 12
		SP:Iteration 28Q (173944.610000 sec): 3 clusters
  Score: Raw -277699.346296 + Penalty 2680.856988 = -275018.489307
  nChanged 7
		SP:Iteration 29Q (173944.790000 sec): 3 clusters
  Score: Raw -277700.502408 + Penalty 2680.856988 = -275019.645419
  nChanged 4
		SP:Iteration 30Q (173944.970000 sec): 3 clusters
  Score: Raw -277701.213196 + Penalty 2680.856988 = -275020.356208
  nChanged 4
		SP:Iteration 31Q (173945.140000 sec): 3 clusters
  Score: Raw -277701.906753 + Penalty 2680.856988 = -275021.049765
  nChanged 2
		SP:Iteration 32Q (173945.320000 sec): 3 clusters
  Score: Raw -277702.259473 + Penalty 2680.856988 = -275021.402485
  nChanged 3
		SP:Iteration 33Q (173945.490000 sec): 3 clusters
  Score: Raw -277702.819204 + Penalty 2680.856988 = -275021.962215
  nChanged 2
		SP:Iteration 34Q (173945.670000 sec): 3 clusters
  Score: Raw -277703.620116 + Penalty 2680.856988 = -275022.763128
  nChanged 3
		SP:Iteration 35Q (173945.850000 sec): 3 clusters
  Score: Raw -277704.290315 + Penalty 2680.856988 = -275023.433327
  nChanged 2
		SP:Iteration 36Q (173946.020000 sec): 3 clusters
  Score: Raw -277705.456143 + Penalty 2680.856988 = -275024.599154
  nChanged 5
		SP:Iteration 37Q (173946.200000 sec): 3 clusters
  Score: Raw -277706.763754 + Penalty 2680.856988 = -275025.906766
  nChanged 5
		SP:Iteration 38Q (173946.370000 sec): 3 clusters
  Score: Raw -277708.579878 + Penalty 2680.856988 = -275027.722889
  nChanged 6
		SP:Iteration 39Q (173946.550000 sec): 3 clusters
  Score: Raw -277710.480056 + Penalty 2680.856988 = -275029.623068
  nChanged 2
		SP:Iteration 40F (173946.730000 sec): 3 clusters
  Score: Raw -277711.019203 + Penalty 2680.856988 = -275030.162215
  nChanged 2
		SP:Iteration 41Q (173946.900000 sec): 3 clusters
  Score: Raw -277711.333110 + Penalty 2680.856988 = -275030.476122
  nChanged 1
		SP:Iteration 42Q (173947.080000 sec): 3 clusters
  Score: Raw -277711.710535 + Penalty 2680.856988 = -275030.853546
  nChanged 0
		SP:Iteration 43F (173947.250000 sec): 3 clusters
  Score: Raw -277711.710535 + Penalty 2680.856988 = -275030.853546
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 104 (8725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173947.370000 sec): 2 clusters
  Score: Raw -826509.393212 + Penalty 1474.516509 = -825034.876703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173947.630000 sec): 3 clusters
  Score: Raw -821721.488723 + Penalty 2949.033018 = -818772.455706
  nChanged 3698
		SP:Iteration 1F (173947.820000 sec): 3 clusters
  Score: Raw -823643.833590 + Penalty 2949.033018 = -820694.800572
  nChanged 609
		SP:Iteration 2F (173948.010000 sec): 3 clusters
  Score: Raw -823952.157424 + Penalty 2949.033018 = -821003.124406
  nChanged 525
		SP:Iteration 3F (173948.210000 sec): 3 clusters
  Score: Raw -824215.285241 + Penalty 2949.033018 = -821266.252223
  nChanged 483
		SP:Iteration 4F (173948.410000 sec): 3 clusters
  Score: Raw -824454.805977 + Penalty 2949.033018 = -821505.772959
  nChanged 458
		SP:Iteration 5F (173948.600000 sec): 3 clusters
  Score: Raw -824719.836386 + Penalty 2949.033018 = -821770.803369
  nChanged 464
		SP:Iteration 6F (173948.790000 sec): 3 clusters
  Score: Raw -824971.740008 + Penalty 2949.033018 = -822022.706990
  nChanged 420
		SP:Iteration 7Q (173948.990000 sec): 3 clusters
  Score: Raw -825224.393656 + Penalty 2949.033018 = -822275.360639
  nChanged 400
		SP:Iteration 8Q (173949.180000 sec): 3 clusters
  Score: Raw -825473.553179 + Penalty 2949.033018 = -822524.520162
  nChanged 362
		SP:Iteration 9Q (173949.370000 sec): 3 clusters
  Score: Raw -825693.109738 + Penalty 2949.033018 = -822744.076720
  nChanged 298
		SP:Iteration 10Q (173949.570000 sec): 3 clusters
  Score: Raw -825874.240654 + Penalty 2949.033018 = -822925.207636
  nChanged 259
		SP:Iteration 11Q (173949.760000 sec): 3 clusters
  Score: Raw -826032.940630 + Penalty 2949.033018 = -823083.907612
  nChanged 203
		SP:Iteration 12Q (173949.960000 sec): 3 clusters
  Score: Raw -826170.650325 + Penalty 2949.033018 = -823221.617307
  nChanged 189
		SP:Iteration 13Q (173950.150000 sec): 3 clusters
  Score: Raw -826291.435039 + Penalty 2949.033018 = -823342.402021
  nChanged 148
		SP:Iteration 14Q (173950.340000 sec): 3 clusters
  Score: Raw -826390.529151 + Penalty 2949.033018 = -823441.496133
  nChanged 104
		SP:Iteration 15Q (173950.540000 sec): 3 clusters
  Score: Raw -826453.263256 + Penalty 2949.033018 = -823504.230238
  nChanged 88
		SP:Iteration 16Q (173950.740000 sec): 3 clusters
  Score: Raw -826505.705595 + Penalty 2949.033018 = -823556.672577
  nChanged 61
		SP:Iteration 17Q (173950.930000 sec): 3 clusters
  Score: Raw -826545.943212 + Penalty 2949.033018 = -823596.910194
  nChanged 42
		SP:Iteration 18Q (173951.120000 sec): 3 clusters
  Score: Raw -826574.524845 + Penalty 2949.033018 = -823625.491828
  nChanged 27
		SP:Iteration 19Q (173951.320000 sec): 3 clusters
  Score: Raw -826596.031333 + Penalty 2949.033018 = -823646.998315
  nChanged 28
		SP:Iteration 20F (173951.600000 sec): 3 clusters
  Score: Raw -826620.957359 + Penalty 2949.033018 = -823671.924342
  nChanged 21
		SP:Iteration 21Q (173951.840000 sec): 3 clusters
  Score: Raw -826641.107096 + Penalty 2949.033018 = -823692.074078
  nChanged 25
		SP:Iteration 22Q (173951.990000 sec): 3 clusters
  Score: Raw -826661.941964 + Penalty 2949.033018 = -823712.908946
  nChanged 21
		SP:Iteration 23Q (173952.180000 sec): 3 clusters
  Score: Raw -826676.721414 + Penalty 2949.033018 = -823727.688396
  nChanged 12
		SP:Iteration 24Q (173952.380000 sec): 3 clusters
  Score: Raw -826686.811276 + Penalty 2949.033018 = -823737.778258
  nChanged 13
		SP:Iteration 25Q (173952.570000 sec): 3 clusters
  Score: Raw -826692.842685 + Penalty 2949.033018 = -823743.809668
  nChanged 9
		SP:Iteration 26Q (173952.770000 sec): 3 clusters
  Score: Raw -826699.915162 + Penalty 2949.033018 = -823750.882145
  nChanged 6
		SP:Iteration 27Q (173952.960000 sec): 3 clusters
  Score: Raw -826704.174096 + Penalty 2949.033018 = -823755.141078
  nChanged 6
		SP:Iteration 28Q (173953.160000 sec): 3 clusters
  Score: Raw -826706.897167 + Penalty 2949.033018 = -823757.864150
  nChanged 0
		SP:Iteration 29F (173953.350000 sec): 3 clusters
  Score: Raw -826706.897167 + Penalty 2949.033018 = -823757.864150
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 105 (3431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173953.440000 sec): 2 clusters
  Score: Raw -267997.664381 + Penalty 1322.848644 = -266674.815737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173953.620000 sec): 3 clusters
  Score: Raw -266283.669888 + Penalty 2645.697289 = -263637.972599
  nChanged 1348
		SP:Iteration 1F (173953.800000 sec): 3 clusters
  Score: Raw -267276.463539 + Penalty 2645.697289 = -264630.766250
  nChanged 348
		SP:Iteration 2F (173953.970000 sec): 3 clusters
  Score: Raw -267608.474755 + Penalty 2645.697289 = -264962.777466
  nChanged 259
		SP:Iteration 3F (173954.150000 sec): 3 clusters
  Score: Raw -267843.454626 + Penalty 2645.697289 = -265197.757337
  nChanged 193
		SP:Iteration 4F (173954.320000 sec): 3 clusters
  Score: Raw -267981.456825 + Penalty 2645.697289 = -265335.759536
  nChanged 126
		SP:Iteration 5Q (173954.500000 sec): 3 clusters
  Score: Raw -268060.076185 + Penalty 2645.697289 = -265414.378896
  nChanged 96
		SP:Iteration 6Q (173954.680000 sec): 3 clusters
  Score: Raw -268113.133022 + Penalty 2645.697289 = -265467.435733
  nChanged 73
		SP:Iteration 7Q (173954.850000 sec): 3 clusters
  Score: Raw -268154.431842 + Penalty 2645.697289 = -265508.734553
  nChanged 59
		SP:Iteration 8Q (173955.030000 sec): 3 clusters
  Score: Raw -268188.701890 + Penalty 2645.697289 = -265543.004601
  nChanged 53
		SP:Iteration 9Q (173955.200000 sec): 3 clusters
  Score: Raw -268223.135703 + Penalty 2645.697289 = -265577.438414
  nChanged 51
		SP:Iteration 10Q (173955.380000 sec): 3 clusters
  Score: Raw -268257.986846 + Penalty 2645.697289 = -265612.289557
  nChanged 54
		SP:Iteration 11Q (173955.530000 sec): 3 clusters
  Score: Raw -268288.795047 + Penalty 2645.697289 = -265643.097758
  nChanged 38
		SP:Iteration 12Q (173955.600000 sec): 3 clusters
  Score: Raw -268307.494963 + Penalty 2645.697289 = -265661.797674
  nChanged 29
		SP:Iteration 13Q (173955.660000 sec): 3 clusters
  Score: Raw -268319.459318 + Penalty 2645.697289 = -265673.762029
  nChanged 29
		SP:Iteration 14Q (173955.720000 sec): 3 clusters
  Score: Raw -268332.134145 + Penalty 2645.697289 = -265686.436856
  nChanged 27
		SP:Iteration 15Q (173955.780000 sec): 3 clusters
  Score: Raw -268343.516690 + Penalty 2645.697289 = -265697.819401
  nChanged 29
		SP:Iteration 16Q (173955.850000 sec): 3 clusters
  Score: Raw -268356.704319 + Penalty 2645.697289 = -265711.007031
  nChanged 26
		SP:Iteration 17Q (173955.910000 sec): 3 clusters
  Score: Raw -268369.841682 + Penalty 2645.697289 = -265724.144393
  nChanged 28
		SP:Iteration 18Q (173955.970000 sec): 3 clusters
  Score: Raw -268384.552225 + Penalty 2645.697289 = -265738.854936
  nChanged 27
		SP:Iteration 19Q (173956.030000 sec): 3 clusters
  Score: Raw -268399.259160 + Penalty 2645.697289 = -265753.561871
  nChanged 28
		SP:Iteration 20F (173956.100000 sec): 3 clusters
  Score: Raw -268414.295365 + Penalty 2645.697289 = -265768.598076
  nChanged 32
		SP:Iteration 21Q (173956.160000 sec): 3 clusters
  Score: Raw -268428.213448 + Penalty 2645.697289 = -265782.516159
  nChanged 22
		SP:Iteration 22Q (173956.220000 sec): 3 clusters
  Score: Raw -268438.065592 + Penalty 2645.697289 = -265792.368303
  nChanged 25
		SP:Iteration 23Q (173956.280000 sec): 3 clusters
  Score: Raw -268450.892082 + Penalty 2645.697289 = -265805.194793
  nChanged 25
		SP:Iteration 24Q (173956.350000 sec): 3 clusters
  Score: Raw -268461.421243 + Penalty 2645.697289 = -265815.723954
  nChanged 20
		SP:Iteration 25Q (173956.410000 sec): 3 clusters
  Score: Raw -268470.916716 + Penalty 2645.697289 = -265825.219427
  nChanged 21
		SP:Iteration 26Q (173956.480000 sec): 3 clusters
  Score: Raw -268479.711458 + Penalty 2645.697289 = -265834.014169
  nChanged 15
		SP:Iteration 27Q (173956.540000 sec): 3 clusters
  Score: Raw -268487.091729 + Penalty 2645.697289 = -265841.394441
  nChanged 21
		SP:Iteration 28Q (173956.600000 sec): 3 clusters
  Score: Raw -268495.520040 + Penalty 2645.697289 = -265849.822752
  nChanged 17
		SP:Iteration 29Q (173956.660000 sec): 3 clusters
  Score: Raw -268502.856163 + Penalty 2645.697289 = -265857.158874
  nChanged 14
		SP:Iteration 30Q (173956.720000 sec): 3 clusters
  Score: Raw -268507.250146 + Penalty 2645.697289 = -265861.552857
  nChanged 10
		SP:Iteration 31Q (173956.780000 sec): 3 clusters
  Score: Raw -268510.172542 + Penalty 2645.697289 = -265864.475253
  nChanged 6
		SP:Iteration 32Q (173956.840000 sec): 3 clusters
  Score: Raw -268513.481109 + Penalty 2645.697289 = -265867.783820
  nChanged 11
		SP:Iteration 33Q (173956.910000 sec): 3 clusters
  Score: Raw -268517.691538 + Penalty 2645.697289 = -265871.994249
  nChanged 14
		SP:Iteration 34Q (173956.970000 sec): 3 clusters
  Score: Raw -268522.536909 + Penalty 2645.697289 = -265876.839620
  nChanged 7
		SP:Iteration 35Q (173957.030000 sec): 3 clusters
  Score: Raw -268524.496277 + Penalty 2645.697289 = -265878.798988
  nChanged 4
		SP:Iteration 36Q (173957.100000 sec): 3 clusters
  Score: Raw -268525.242172 + Penalty 2645.697289 = -265879.544883
  nChanged 2
		SP:Iteration 37Q (173957.160000 sec): 3 clusters
  Score: Raw -268525.614420 + Penalty 2645.697289 = -265879.917131
  nChanged 3
		SP:Iteration 38Q (173957.220000 sec): 3 clusters
  Score: Raw -268526.223317 + Penalty 2645.697289 = -265880.526028
  nChanged 3
		SP:Iteration 39Q (173957.280000 sec): 3 clusters
  Score: Raw -268526.753417 + Penalty 2645.697289 = -265881.056128
  nChanged 1
		SP:Iteration 40F (173957.340000 sec): 3 clusters
  Score: Raw -268526.930494 + Penalty 2645.697289 = -265881.233205
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 106 (6068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173957.470000 sec): 2 clusters
  Score: Raw -494259.114207 + Penalty 1415.502455 = -492843.611752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173957.640000 sec): 3 clusters
  Score: Raw -491024.823134 + Penalty 2831.004911 = -488193.818224
  nChanged 2525
		SP:Iteration 1F (173957.810000 sec): 3 clusters
  Score: Raw -492628.485212 + Penalty 2831.004911 = -489797.480301
  nChanged 533
		SP:Iteration 2F (173957.980000 sec): 3 clusters
  Score: Raw -493017.794096 + Penalty 2831.004911 = -490186.789185
  nChanged 450
		SP:Iteration 3F (173958.160000 sec): 3 clusters
  Score: Raw -493352.108132 + Penalty 2831.004911 = -490521.103221
  nChanged 384
		SP:Iteration 4F (173958.320000 sec): 3 clusters
  Score: Raw -493623.975620 + Penalty 2831.004911 = -490792.970709
  nChanged 309
		SP:Iteration 5F (173958.490000 sec): 3 clusters
  Score: Raw -493837.382009 + Penalty 2831.004911 = -491006.377099
  nChanged 266
		SP:Iteration 6Q (173958.660000 sec): 3 clusters
  Score: Raw -494004.102200 + Penalty 2831.004911 = -491173.097289
  nChanged 237
		SP:Iteration 7Q (173958.830000 sec): 3 clusters
  Score: Raw -494135.361028 + Penalty 2831.004911 = -491304.356117
  nChanged 193
		SP:Iteration 8Q (173959.000000 sec): 3 clusters
  Score: Raw -494236.457003 + Penalty 2831.004911 = -491405.452093
  nChanged 156
		SP:Iteration 9Q (173959.170000 sec): 3 clusters
  Score: Raw -494321.203130 + Penalty 2831.004911 = -491490.198219
  nChanged 143
		SP:Iteration 10Q (173959.340000 sec): 3 clusters
  Score: Raw -494386.280046 + Penalty 2831.004911 = -491555.275136
  nChanged 111
		SP:Iteration 11Q (173959.550000 sec): 3 clusters
  Score: Raw -494434.014222 + Penalty 2831.004911 = -491603.009311
  nChanged 95
		SP:Iteration 12Q (173959.720000 sec): 3 clusters
  Score: Raw -494474.833566 + Penalty 2831.004911 = -491643.828656
  nChanged 71
		SP:Iteration 13Q (173959.890000 sec): 3 clusters
  Score: Raw -494503.114802 + Penalty 2831.004911 = -491672.109891
  nChanged 70
		SP:Iteration 14Q (173960.050000 sec): 3 clusters
  Score: Raw -494526.361535 + Penalty 2831.004911 = -491695.356625
  nChanged 68
		SP:Iteration 15Q (173960.220000 sec): 3 clusters
  Score: Raw -494551.399868 + Penalty 2831.004911 = -491720.394957
  nChanged 67
		SP:Iteration 16Q (173960.390000 sec): 3 clusters
  Score: Raw -494573.860910 + Penalty 2831.004911 = -491742.856000
  nChanged 53
		SP:Iteration 17Q (173960.560000 sec): 3 clusters
  Score: Raw -494589.257159 + Penalty 2831.004911 = -491758.252248
  nChanged 34
		SP:Iteration 18Q (173960.730000 sec): 3 clusters
  Score: Raw -494599.125630 + Penalty 2831.004911 = -491768.120720
  nChanged 31
		SP:Iteration 19Q (173960.890000 sec): 3 clusters
  Score: Raw -494610.117084 + Penalty 2831.004911 = -491779.112173
  nChanged 41
		SP:Iteration 20F (173961.110000 sec): 3 clusters
  Score: Raw -494621.738033 + Penalty 2831.004911 = -491790.733122
  nChanged 33
		SP:Iteration 21Q (173961.270000 sec): 3 clusters
  Score: Raw -494630.657747 + Penalty 2831.004911 = -491799.652836
  nChanged 23
		SP:Iteration 22Q (173961.440000 sec): 3 clusters
  Score: Raw -494635.862794 + Penalty 2831.004911 = -491804.857884
  nChanged 18
		SP:Iteration 23Q (173961.640000 sec): 3 clusters
  Score: Raw -494639.593113 + Penalty 2831.004911 = -491808.588202
  nChanged 13
		SP:Iteration 24Q (173961.820000 sec): 3 clusters
  Score: Raw -494642.051563 + Penalty 2831.004911 = -491811.046653
  nChanged 11
		SP:Iteration 25Q (173961.990000 sec): 3 clusters
  Score: Raw -494644.685320 + Penalty 2831.004911 = -491813.680409
  nChanged 9
		SP:Iteration 26Q (173962.150000 sec): 3 clusters
  Score: Raw -494646.491581 + Penalty 2831.004911 = -491815.486670
  nChanged 9
		SP:Iteration 27Q (173962.330000 sec): 3 clusters
  Score: Raw -494648.033442 + Penalty 2831.004911 = -491817.028531
  nChanged 10
		SP:Iteration 28Q (173962.490000 sec): 3 clusters
  Score: Raw -494650.208703 + Penalty 2831.004911 = -491819.203792
  nChanged 10
		SP:Iteration 29Q (173962.660000 sec): 3 clusters
  Score: Raw -494651.572174 + Penalty 2831.004911 = -491820.567264
  nChanged 3
		SP:Iteration 30Q (173962.830000 sec): 3 clusters
  Score: Raw -494652.519052 + Penalty 2831.004911 = -491821.514142
  nChanged 7
		SP:Iteration 31Q (173963.000000 sec): 3 clusters
  Score: Raw -494654.920359 + Penalty 2831.004911 = -491823.915449
  nChanged 12
		SP:Iteration 32Q (173963.170000 sec): 3 clusters
  Score: Raw -494656.770877 + Penalty 2831.004911 = -491825.765966
  nChanged 8
		SP:Iteration 33Q (173963.330000 sec): 3 clusters
  Score: Raw -494658.237893 + Penalty 2831.004911 = -491827.232982
  nChanged 6
		SP:Iteration 34Q (173963.500000 sec): 3 clusters
  Score: Raw -494659.857964 + Penalty 2831.004911 = -491828.853053
  nChanged 6
		SP:Iteration 35Q (173963.670000 sec): 3 clusters
  Score: Raw -494661.433824 + Penalty 2831.004911 = -491830.428913
  nChanged 4
		SP:Iteration 36Q (173963.830000 sec): 3 clusters
  Score: Raw -494661.766514 + Penalty 2831.004911 = -491830.761604
  nChanged 1
		SP:Iteration 37Q (173964.000000 sec): 3 clusters
  Score: Raw -494661.932298 + Penalty 2831.004911 = -491830.927387
  nChanged 0
		SP:Iteration 38F (173964.170000 sec): 3 clusters
  Score: Raw -494661.932298 + Penalty 2831.004911 = -491830.927387
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 107 (771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173964.250000 sec): 2 clusters
  Score: Raw -59206.078098 + Penalty 1080.249361 = -58125.828737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173964.430000 sec): 3 clusters
  Score: Raw -59090.995806 + Penalty 2160.498721 = -56930.497084
  nChanged 248
		SP:Iteration 1F (173964.610000 sec): 3 clusters
  Score: Raw -59606.058128 + Penalty 2160.498721 = -57445.559406
  nChanged 84
		SP:Iteration 2F (173964.780000 sec): 3 clusters
  Score: Raw -59858.197952 + Penalty 2160.498721 = -57697.699231
  nChanged 56
		SP:Iteration 3F (173964.960000 sec): 3 clusters
  Score: Raw -59974.206215 + Penalty 2160.498721 = -57813.707494
  nChanged 27
		SP:Iteration 4Q (173965.130000 sec): 3 clusters
  Score: Raw -60012.243012 + Penalty 2160.498721 = -57851.744290
  nChanged 13
		SP:Iteration 5Q (173965.310000 sec): 3 clusters
  Score: Raw -60026.899817 + Penalty 2160.498721 = -57866.401095
  nChanged 2
		SP:Iteration 6Q (173965.490000 sec): 3 clusters
  Score: Raw -60027.825912 + Penalty 2160.498721 = -57867.327190
  nChanged 2
		SP:Iteration 7Q (173965.660000 sec): 3 clusters
  Score: Raw -60035.526873 + Penalty 2160.498721 = -57875.028152
  nChanged 2
		SP:Iteration 8Q (173965.830000 sec): 3 clusters
  Score: Raw -60037.107784 + Penalty 2160.498721 = -57876.609062
  nChanged 1
		SP:Iteration 9Q (173966.010000 sec): 3 clusters
  Score: Raw -60038.351025 + Penalty 2160.498721 = -57877.852304
  nChanged 2
		SP:Iteration 10Q (173966.190000 sec): 3 clusters
  Score: Raw -60039.873861 + Penalty 2160.498721 = -57879.375140
  nChanged 2
		SP:Iteration 11Q (173966.360000 sec): 3 clusters
  Score: Raw -60042.517689 + Penalty 2160.498721 = -57882.018967
  nChanged 3
		SP:Iteration 12Q (173966.540000 sec): 3 clusters
  Score: Raw -60048.415692 + Penalty 2160.498721 = -57887.916971
  nChanged 2
		SP:Iteration 13Q (173966.710000 sec): 3 clusters
  Score: Raw -60051.987861 + Penalty 2160.498721 = -57891.489140
  nChanged 3
		SP:Iteration 14Q (173966.890000 sec): 3 clusters
  Score: Raw -60055.513959 + Penalty 2160.498721 = -57895.015238
  nChanged 1
		SP:Iteration 15Q (173967.050000 sec): 3 clusters
  Score: Raw -60059.540839 + Penalty 2160.498721 = -57899.042118
  nChanged 1
		SP:Iteration 16Q (173967.210000 sec): 3 clusters
  Score: Raw -60061.959939 + Penalty 2160.498721 = -57901.461218
  nChanged 0
		SP:Iteration 17F (173967.380000 sec): 3 clusters
  Score: Raw -60061.959939 + Penalty 2160.498721 = -57901.461218
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 108 (5102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173967.460000 sec): 2 clusters
  Score: Raw -429781.526871 + Penalty 1387.325534 = -428394.201337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173967.560000 sec): 3 clusters
  Score: Raw -427150.490928 + Penalty 2774.651067 = -424375.839861
  nChanged 2077
		SP:Iteration 1F (173967.650000 sec): 3 clusters
  Score: Raw -428321.541532 + Penalty 2774.651067 = -425546.890465
  nChanged 399
		SP:Iteration 2F (173967.740000 sec): 3 clusters
  Score: Raw -428628.983393 + Penalty 2774.651067 = -425854.332326
  nChanged 371
		SP:Iteration 3F (173967.830000 sec): 3 clusters
  Score: Raw -428956.383986 + Penalty 2774.651067 = -426181.732919
  nChanged 307
		SP:Iteration 4F (173967.910000 sec): 3 clusters
  Score: Raw -429187.669755 + Penalty 2774.651067 = -426413.018687
  nChanged 267
		SP:Iteration 5F (173968.010000 sec): 3 clusters
  Score: Raw -429419.015643 + Penalty 2774.651067 = -426644.364576
  nChanged 262
		SP:Iteration 6F (173968.090000 sec): 3 clusters
  Score: Raw -429623.027147 + Penalty 2774.651067 = -426848.376080
  nChanged 218
		SP:Iteration 7Q (173968.180000 sec): 3 clusters
  Score: Raw -429778.846064 + Penalty 2774.651067 = -427004.194997
  nChanged 197
		SP:Iteration 8Q (173968.270000 sec): 3 clusters
  Score: Raw -429908.947279 + Penalty 2774.651067 = -427134.296212
  nChanged 156
		SP:Iteration 9Q (173968.360000 sec): 3 clusters
  Score: Raw -430000.258522 + Penalty 2774.651067 = -427225.607455
  nChanged 130
		SP:Iteration 10Q (173968.450000 sec): 3 clusters
  Score: Raw -430075.193153 + Penalty 2774.651067 = -427300.542086
  nChanged 125
		SP:Iteration 11Q (173968.540000 sec): 3 clusters
  Score: Raw -430137.521659 + Penalty 2774.651067 = -427362.870592
  nChanged 95
		SP:Iteration 12Q (173968.630000 sec): 3 clusters
  Score: Raw -430191.543072 + Penalty 2774.651067 = -427416.892005
  nChanged 98
		SP:Iteration 13Q (173968.720000 sec): 3 clusters
  Score: Raw -430234.691603 + Penalty 2774.651067 = -427460.040536
  nChanged 76
		SP:Iteration 14Q (173968.810000 sec): 3 clusters
  Score: Raw -430270.639926 + Penalty 2774.651067 = -427495.988859
  nChanged 65
		SP:Iteration 15Q (173968.900000 sec): 3 clusters
  Score: Raw -430311.359782 + Penalty 2774.651067 = -427536.708715
  nChanged 82
		SP:Iteration 16Q (173968.990000 sec): 3 clusters
  Score: Raw -430352.660692 + Penalty 2774.651067 = -427578.009625
  nChanged 70
		SP:Iteration 17Q (173969.080000 sec): 3 clusters
  Score: Raw -430386.950729 + Penalty 2774.651067 = -427612.299662
  nChanged 57
		SP:Iteration 18Q (173969.200000 sec): 3 clusters
  Score: Raw -430412.941163 + Penalty 2774.651067 = -427638.290096
  nChanged 44
		SP:Iteration 19Q (173969.290000 sec): 3 clusters
  Score: Raw -430429.568607 + Penalty 2774.651067 = -427654.917540
  nChanged 40
		SP:Iteration 20F (173969.370000 sec): 3 clusters
  Score: Raw -430445.252342 + Penalty 2774.651067 = -427670.601275
  nChanged 37
		SP:Iteration 21Q (173969.470000 sec): 3 clusters
  Score: Raw -430460.783390 + Penalty 2774.651067 = -427686.132323
  nChanged 39
		SP:Iteration 22Q (173969.550000 sec): 3 clusters
  Score: Raw -430479.060302 + Penalty 2774.651067 = -427704.409235
  nChanged 41
		SP:Iteration 23Q (173969.640000 sec): 3 clusters
  Score: Raw -430494.088386 + Penalty 2774.651067 = -427719.437319
  nChanged 24
		SP:Iteration 24Q (173969.730000 sec): 3 clusters
  Score: Raw -430502.534563 + Penalty 2774.651067 = -427727.883496
  nChanged 28
		SP:Iteration 25Q (173969.820000 sec): 3 clusters
  Score: Raw -430511.728225 + Penalty 2774.651067 = -427737.077158
  nChanged 19
		SP:Iteration 26Q (173969.910000 sec): 3 clusters
  Score: Raw -430517.193747 + Penalty 2774.651067 = -427742.542680
  nChanged 25
		SP:Iteration 27Q (173970.000000 sec): 3 clusters
  Score: Raw -430525.878181 + Penalty 2774.651067 = -427751.227114
  nChanged 27
		SP:Iteration 28Q (173970.090000 sec): 3 clusters
  Score: Raw -430533.807428 + Penalty 2774.651067 = -427759.156361
  nChanged 24
		SP:Iteration 29Q (173970.180000 sec): 3 clusters
  Score: Raw -430539.961480 + Penalty 2774.651067 = -427765.310413
  nChanged 21
		SP:Iteration 30Q (173970.270000 sec): 3 clusters
  Score: Raw -430546.188063 + Penalty 2774.651067 = -427771.536996
  nChanged 24
		SP:Iteration 31Q (173970.360000 sec): 3 clusters
  Score: Raw -430552.922362 + Penalty 2774.651067 = -427778.271295
  nChanged 28
		SP:Iteration 32Q (173970.450000 sec): 3 clusters
  Score: Raw -430564.443985 + Penalty 2774.651067 = -427789.792918
  nChanged 24
		SP:Iteration 33Q (173970.540000 sec): 3 clusters
  Score: Raw -430575.325058 + Penalty 2774.651067 = -427800.673991
  nChanged 29
		SP:Iteration 34Q (173970.690000 sec): 3 clusters
  Score: Raw -430585.635281 + Penalty 2774.651067 = -427810.984214
  nChanged 25
		SP:Iteration 35Q (173970.790000 sec): 3 clusters
  Score: Raw -430593.989152 + Penalty 2774.651067 = -427819.338085
  nChanged 21
		SP:Iteration 36Q (173970.870000 sec): 3 clusters
  Score: Raw -430602.563782 + Penalty 2774.651067 = -427827.912715
  nChanged 25
		SP:Iteration 37Q (173970.970000 sec): 3 clusters
  Score: Raw -430613.556335 + Penalty 2774.651067 = -427838.905268
  nChanged 24
		SP:Iteration 38Q (173971.050000 sec): 3 clusters
  Score: Raw -430625.784191 + Penalty 2774.651067 = -427851.133124
  nChanged 24
		SP:Iteration 39Q (173971.140000 sec): 3 clusters
  Score: Raw -430644.738605 + Penalty 2774.651067 = -427870.087538
  nChanged 36
		SP:Iteration 40F (173971.230000 sec): 3 clusters
  Score: Raw -430673.780279 + Penalty 2774.651067 = -427899.129212
  nChanged 47
		SP:Iteration 41Q (173971.320000 sec): 3 clusters
  Score: Raw -430715.556823 + Penalty 2774.651067 = -427940.905756
  nChanged 55
		SP:Iteration 42Q (173971.410000 sec): 3 clusters
  Score: Raw -430751.546056 + Penalty 2774.651067 = -427976.894989
  nChanged 46
		SP:Iteration 43Q (173971.500000 sec): 3 clusters
  Score: Raw -430776.113815 + Penalty 2774.651067 = -428001.462748
  nChanged 45
		SP:Iteration 44Q (173971.590000 sec): 3 clusters
  Score: Raw -430802.067583 + Penalty 2774.651067 = -428027.416516
  nChanged 40
		SP:Iteration 45Q (173971.680000 sec): 3 clusters
  Score: Raw -430826.448384 + Penalty 2774.651067 = -428051.797317
  nChanged 31
		SP:Iteration 46Q (173971.770000 sec): 3 clusters
  Score: Raw -430843.261000 + Penalty 2774.651067 = -428068.609933
  nChanged 31
		SP:Iteration 47Q (173971.860000 sec): 3 clusters
  Score: Raw -430856.425963 + Penalty 2774.651067 = -428081.774896
  nChanged 26
		SP:Iteration 48Q (173971.950000 sec): 3 clusters
  Score: Raw -430865.286574 + Penalty 2774.651067 = -428090.635507
  nChanged 16
		SP:Iteration 49Q (173972.140000 sec): 3 clusters
  Score: Raw -430873.127752 + Penalty 2774.651067 = -428098.476685
  nChanged 14
		SP:Iteration 50Q (173972.320000 sec): 3 clusters
  Score: Raw -430877.590305 + Penalty 2774.651067 = -428102.939238
  nChanged 9
		SP:Iteration 51Q (173972.490000 sec): 3 clusters
  Score: Raw -430881.204165 + Penalty 2774.651067 = -428106.553098
  nChanged 8
		SP:Iteration 52Q (173972.670000 sec): 3 clusters
  Score: Raw -430882.684204 + Penalty 2774.651067 = -428108.033137
  nChanged 5
		SP:Iteration 53Q (173972.840000 sec): 3 clusters
  Score: Raw -430883.344686 + Penalty 2774.651067 = -428108.693619
  nChanged 3
		SP:Iteration 54Q (173973.020000 sec): 3 clusters
  Score: Raw -430884.047918 + Penalty 2774.651067 = -428109.396851
  nChanged 1
		SP:Iteration 55Q (173973.190000 sec): 3 clusters
  Score: Raw -430884.275724 + Penalty 2774.651067 = -428109.624657
  nChanged 1
		SP:Iteration 56Q (173973.370000 sec): 3 clusters
  Score: Raw -430884.558400 + Penalty 2774.651067 = -428109.907333
  nChanged 2
		SP:Iteration 57Q (173973.540000 sec): 3 clusters
  Score: Raw -430884.963541 + Penalty 2774.651067 = -428110.312474
  nChanged 1
		SP:Iteration 58Q (173973.720000 sec): 3 clusters
  Score: Raw -430885.119368 + Penalty 2774.651067 = -428110.468301
  nChanged 0
		SP:Iteration 59F (173973.900000 sec): 3 clusters
  Score: Raw -430885.119368 + Penalty 2774.651067 = -428110.468301
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 109 (8118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173974.000000 sec): 2 clusters
  Score: Raw -771202.454365 + Penalty 1462.798853 = -769739.655511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173974.150000 sec): 3 clusters
  Score: Raw -766767.595699 + Penalty 2925.597707 = -763841.997993
  nChanged 3458
		SP:Iteration 1F (173974.270000 sec): 3 clusters
  Score: Raw -768700.666455 + Penalty 2925.597707 = -765775.068749
  nChanged 601
		SP:Iteration 2F (173974.470000 sec): 3 clusters
  Score: Raw -769014.036775 + Penalty 2925.597707 = -766088.439068
  nChanged 446
		SP:Iteration 3F (173974.670000 sec): 3 clusters
  Score: Raw -769213.137425 + Penalty 2925.597707 = -766287.539718
  nChanged 350
		SP:Iteration 4Q (173974.870000 sec): 3 clusters
  Score: Raw -769369.082806 + Penalty 2925.597707 = -766443.485100
  nChanged 311
		SP:Iteration 5Q (173975.070000 sec): 3 clusters
  Score: Raw -769510.799590 + Penalty 2925.597707 = -766585.201883
  nChanged 297
		SP:Iteration 6Q (173975.270000 sec): 3 clusters
  Score: Raw -769652.460032 + Penalty 2925.597707 = -766726.862325
  nChanged 299
		SP:Iteration 7Q (173975.460000 sec): 3 clusters
  Score: Raw -769807.089174 + Penalty 2925.597707 = -766881.491467
  nChanged 300
		SP:Iteration 8Q (173975.660000 sec): 3 clusters
  Score: Raw -769955.571496 + Penalty 2925.597707 = -767029.973789
  nChanged 281
		SP:Iteration 9Q (173975.860000 sec): 3 clusters
  Score: Raw -770092.598956 + Penalty 2925.597707 = -767167.001250
  nChanged 272
		SP:Iteration 10Q (173976.050000 sec): 3 clusters
  Score: Raw -770221.309977 + Penalty 2925.597707 = -767295.712270
  nChanged 245
		SP:Iteration 11Q (173976.250000 sec): 3 clusters
  Score: Raw -770347.946608 + Penalty 2925.597707 = -767422.348902
  nChanged 247
		SP:Iteration 12Q (173976.450000 sec): 3 clusters
  Score: Raw -770462.315846 + Penalty 2925.597707 = -767536.718139
  nChanged 203
		SP:Iteration 13Q (173976.650000 sec): 3 clusters
  Score: Raw -770555.846706 + Penalty 2925.597707 = -767630.248999
  nChanged 173
		SP:Iteration 14Q (173976.850000 sec): 3 clusters
  Score: Raw -770637.284174 + Penalty 2925.597707 = -767711.686467
  nChanged 157
		SP:Iteration 15Q (173977.050000 sec): 3 clusters
  Score: Raw -770709.223266 + Penalty 2925.597707 = -767783.625560
  nChanged 147
		SP:Iteration 16Q (173977.240000 sec): 3 clusters
  Score: Raw -770779.450486 + Penalty 2925.597707 = -767853.852780
  nChanged 144
		SP:Iteration 17Q (173977.440000 sec): 3 clusters
  Score: Raw -770847.674728 + Penalty 2925.597707 = -767922.077021
  nChanged 135
		SP:Iteration 18Q (173977.640000 sec): 3 clusters
  Score: Raw -770918.848268 + Penalty 2925.597707 = -767993.250562
  nChanged 115
		SP:Iteration 19Q (173977.830000 sec): 3 clusters
  Score: Raw -770981.357616 + Penalty 2925.597707 = -768055.759910
  nChanged 98
		SP:Iteration 20F (173978.030000 sec): 3 clusters
  Score: Raw -771033.360709 + Penalty 2925.597707 = -768107.763003
  nChanged 94
		SP:Iteration 21Q (173978.230000 sec): 3 clusters
  Score: Raw -771083.241329 + Penalty 2925.597707 = -768157.643623
  nChanged 82
		SP:Iteration 22Q (173978.430000 sec): 3 clusters
  Score: Raw -771126.165542 + Penalty 2925.597707 = -768200.567836
  nChanged 67
		SP:Iteration 23Q (173978.630000 sec): 3 clusters
  Score: Raw -771161.511431 + Penalty 2925.597707 = -768235.913724
  nChanged 59
		SP:Iteration 24Q (173978.830000 sec): 3 clusters
  Score: Raw -771195.744184 + Penalty 2925.597707 = -768270.146478
  nChanged 50
		SP:Iteration 25Q (173979.020000 sec): 3 clusters
  Score: Raw -771222.998294 + Penalty 2925.597707 = -768297.400588
  nChanged 44
		SP:Iteration 26Q (173979.220000 sec): 3 clusters
  Score: Raw -771247.960699 + Penalty 2925.597707 = -768322.362992
  nChanged 40
		SP:Iteration 27Q (173979.410000 sec): 3 clusters
  Score: Raw -771267.778967 + Penalty 2925.597707 = -768342.181261
  nChanged 41
		SP:Iteration 28Q (173979.610000 sec): 3 clusters
  Score: Raw -771290.102347 + Penalty 2925.597707 = -768364.504641
  nChanged 35
		SP:Iteration 29Q (173979.810000 sec): 3 clusters
  Score: Raw -771309.231559 + Penalty 2925.597707 = -768383.633852
  nChanged 31
		SP:Iteration 30Q (173980.010000 sec): 3 clusters
  Score: Raw -771329.016214 + Penalty 2925.597707 = -768403.418508
  nChanged 27
		SP:Iteration 31Q (173980.200000 sec): 3 clusters
  Score: Raw -771345.626205 + Penalty 2925.597707 = -768420.028499
  nChanged 33
		SP:Iteration 32Q (173980.400000 sec): 3 clusters
  Score: Raw -771366.839580 + Penalty 2925.597707 = -768441.241873
  nChanged 30
		SP:Iteration 33Q (173980.600000 sec): 3 clusters
  Score: Raw -771387.332437 + Penalty 2925.597707 = -768461.734730
  nChanged 27
		SP:Iteration 34Q (173980.800000 sec): 3 clusters
  Score: Raw -771403.467367 + Penalty 2925.597707 = -768477.869660
  nChanged 25
		SP:Iteration 35Q (173981.000000 sec): 3 clusters
  Score: Raw -771418.457746 + Penalty 2925.597707 = -768492.860039
  nChanged 20
		SP:Iteration 36Q (173981.200000 sec): 3 clusters
  Score: Raw -771433.080819 + Penalty 2925.597707 = -768507.483112
  nChanged 22
		SP:Iteration 37Q (173981.390000 sec): 3 clusters
  Score: Raw -771447.337517 + Penalty 2925.597707 = -768521.739811
  nChanged 15
		SP:Iteration 38Q (173981.590000 sec): 3 clusters
  Score: Raw -771456.813235 + Penalty 2925.597707 = -768531.215528
  nChanged 14
		SP:Iteration 39Q (173981.790000 sec): 3 clusters
  Score: Raw -771466.343056 + Penalty 2925.597707 = -768540.745349
  nChanged 15
		SP:Iteration 40F (173981.990000 sec): 3 clusters
  Score: Raw -771475.971762 + Penalty 2925.597707 = -768550.374055
  nChanged 11
		SP:Iteration 41Q (173982.190000 sec): 3 clusters
  Score: Raw -771482.653159 + Penalty 2925.597707 = -768557.055453
  nChanged 9
		SP:Iteration 42Q (173982.380000 sec): 3 clusters
  Score: Raw -771487.272178 + Penalty 2925.597707 = -768561.674472
  nChanged 5
		SP:Iteration 43Q (173982.580000 sec): 3 clusters
  Score: Raw -771490.660899 + Penalty 2925.597707 = -768565.063193
  nChanged 7
		SP:Iteration 44Q (173982.780000 sec): 3 clusters
  Score: Raw -771495.743781 + Penalty 2925.597707 = -768570.146075
  nChanged 5
		SP:Iteration 45Q (173982.980000 sec): 3 clusters
  Score: Raw -771499.019994 + Penalty 2925.597707 = -768573.422287
  nChanged 3
		SP:Iteration 46Q (173983.170000 sec): 3 clusters
  Score: Raw -771500.619074 + Penalty 2925.597707 = -768575.021367
  nChanged 0
		SP:Iteration 47F (173983.370000 sec): 3 clusters
  Score: Raw -771500.619074 + Penalty 2925.597707 = -768575.021367
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 110 (4953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173983.500000 sec): 2 clusters
  Score: Raw -450552.352991 + Penalty 1382.509169 = -449169.843822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173983.670000 sec): 3 clusters
  Score: Raw -447984.882713 + Penalty 2765.018338 = -445219.864375
  nChanged 1992
		SP:Iteration 1F (173983.850000 sec): 3 clusters
  Score: Raw -449210.808358 + Penalty 2765.018338 = -446445.790019
  nChanged 405
		SP:Iteration 2F (173984.030000 sec): 3 clusters
  Score: Raw -449510.293027 + Penalty 2765.018338 = -446745.274689
  nChanged 361
		SP:Iteration 3F (173984.200000 sec): 3 clusters
  Score: Raw -449785.301606 + Penalty 2765.018338 = -447020.283267
  nChanged 273
		SP:Iteration 4F (173984.380000 sec): 3 clusters
  Score: Raw -449963.012886 + Penalty 2765.018338 = -447197.994548
  nChanged 198
		SP:Iteration 5Q (173984.550000 sec): 3 clusters
  Score: Raw -450076.062235 + Penalty 2765.018338 = -447311.043897
  nChanged 172
		SP:Iteration 6Q (173984.730000 sec): 3 clusters
  Score: Raw -450177.717131 + Penalty 2765.018338 = -447412.698793
  nChanged 148
		SP:Iteration 7Q (173984.910000 sec): 3 clusters
  Score: Raw -450261.539903 + Penalty 2765.018338 = -447496.521565
  nChanged 121
		SP:Iteration 8Q (173985.080000 sec): 3 clusters
  Score: Raw -450323.460965 + Penalty 2765.018338 = -447558.442627
  nChanged 113
		SP:Iteration 9Q (173985.260000 sec): 3 clusters
  Score: Raw -450373.415338 + Penalty 2765.018338 = -447608.397000
  nChanged 112
		SP:Iteration 10Q (173985.430000 sec): 3 clusters
  Score: Raw -450436.008903 + Penalty 2765.018338 = -447670.990565
  nChanged 105
		SP:Iteration 11Q (173985.610000 sec): 3 clusters
  Score: Raw -450499.966410 + Penalty 2765.018338 = -447734.948072
  nChanged 88
		SP:Iteration 12Q (173985.780000 sec): 3 clusters
  Score: Raw -450542.814095 + Penalty 2765.018338 = -447777.795757
  nChanged 72
		SP:Iteration 13Q (173985.960000 sec): 3 clusters
  Score: Raw -450579.233285 + Penalty 2765.018338 = -447814.214947
  nChanged 87
		SP:Iteration 14Q (173986.130000 sec): 3 clusters
  Score: Raw -450628.395640 + Penalty 2765.018338 = -447863.377302
  nChanged 84
		SP:Iteration 15Q (173986.310000 sec): 3 clusters
  Score: Raw -450683.311399 + Penalty 2765.018338 = -447918.293061
  nChanged 74
		SP:Iteration 16Q (173986.490000 sec): 3 clusters
  Score: Raw -450735.061915 + Penalty 2765.018338 = -447970.043577
  nChanged 73
		SP:Iteration 17Q (173986.660000 sec): 3 clusters
  Score: Raw -450794.929178 + Penalty 2765.018338 = -448029.910840
  nChanged 64
		SP:Iteration 18Q (173986.840000 sec): 3 clusters
  Score: Raw -450844.385498 + Penalty 2765.018338 = -448079.367160
  nChanged 61
		SP:Iteration 19Q (173987.010000 sec): 3 clusters
  Score: Raw -450880.615369 + Penalty 2765.018338 = -448115.597030
  nChanged 43
		SP:Iteration 20F (173987.190000 sec): 3 clusters
  Score: Raw -450899.141496 + Penalty 2765.018338 = -448134.123157
  nChanged 27
		SP:Iteration 21Q (173987.360000 sec): 3 clusters
  Score: Raw -450914.249388 + Penalty 2765.018338 = -448149.231050
  nChanged 19
		SP:Iteration 22Q (173987.540000 sec): 3 clusters
  Score: Raw -450923.950752 + Penalty 2765.018338 = -448158.932414
  nChanged 17
		SP:Iteration 23Q (173987.710000 sec): 3 clusters
  Score: Raw -450932.239647 + Penalty 2765.018338 = -448167.221309
  nChanged 15
		SP:Iteration 24Q (173987.890000 sec): 3 clusters
  Score: Raw -450937.300418 + Penalty 2765.018338 = -448172.282080
  nChanged 6
		SP:Iteration 25Q (173988.070000 sec): 3 clusters
  Score: Raw -450939.180447 + Penalty 2765.018338 = -448174.162109
  nChanged 8
		SP:Iteration 26Q (173988.290000 sec): 3 clusters
  Score: Raw -450940.824983 + Penalty 2765.018338 = -448175.806645
  nChanged 6
		SP:Iteration 27Q (173988.470000 sec): 3 clusters
  Score: Raw -450942.008474 + Penalty 2765.018338 = -448176.990136
  nChanged 1
		SP:Iteration 28Q (173988.650000 sec): 3 clusters
  Score: Raw -450942.154456 + Penalty 2765.018338 = -448177.136118
  nChanged 1
		SP:Iteration 29Q (173988.790000 sec): 3 clusters
  Score: Raw -450942.486013 + Penalty 2765.018338 = -448177.467675
  nChanged 0
		SP:Iteration 30F (173988.970000 sec): 3 clusters
  Score: Raw -450942.486013 + Penalty 2765.018338 = -448177.467675
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 111 (3982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173989.070000 sec): 2 clusters
  Score: Raw -340539.942724 + Penalty 1347.050166 = -339192.892558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173989.240000 sec): 3 clusters
  Score: Raw -338553.568949 + Penalty 2694.100333 = -335859.468617
  nChanged 1560
		SP:Iteration 1F (173989.420000 sec): 3 clusters
  Score: Raw -339383.303780 + Penalty 2694.100333 = -336689.203448
  nChanged 294
		SP:Iteration 2F (173989.590000 sec): 3 clusters
  Score: Raw -339586.079562 + Penalty 2694.100333 = -336891.979230
  nChanged 266
		SP:Iteration 3F (173989.770000 sec): 3 clusters
  Score: Raw -339797.155027 + Penalty 2694.100333 = -337103.054695
  nChanged 284
		SP:Iteration 4F (173989.930000 sec): 3 clusters
  Score: Raw -340046.108132 + Penalty 2694.100333 = -337352.007799
  nChanged 278
		SP:Iteration 5F (173990.110000 sec): 3 clusters
  Score: Raw -340304.346701 + Penalty 2694.100333 = -337610.246369
  nChanged 239
		SP:Iteration 6F (173990.280000 sec): 3 clusters
  Score: Raw -340556.792230 + Penalty 2694.100333 = -337862.691898
  nChanged 207
		SP:Iteration 7F (173990.460000 sec): 3 clusters
  Score: Raw -340774.881379 + Penalty 2694.100333 = -338080.781047
  nChanged 156
		SP:Iteration 8Q (173990.630000 sec): 3 clusters
  Score: Raw -340952.884334 + Penalty 2694.100333 = -338258.784001
  nChanged 122
		SP:Iteration 9Q (173990.810000 sec): 3 clusters
  Score: Raw -341069.125786 + Penalty 2694.100333 = -338375.025454
  nChanged 104
		SP:Iteration 10Q (173990.990000 sec): 3 clusters
  Score: Raw -341156.171530 + Penalty 2694.100333 = -338462.071197
  nChanged 68
		SP:Iteration 11Q (173991.160000 sec): 3 clusters
  Score: Raw -341206.986975 + Penalty 2694.100333 = -338512.886642
  nChanged 41
		SP:Iteration 12Q (173991.340000 sec): 3 clusters
  Score: Raw -341237.481645 + Penalty 2694.100333 = -338543.381312
  nChanged 28
		SP:Iteration 13Q (173991.510000 sec): 3 clusters
  Score: Raw -341257.188717 + Penalty 2694.100333 = -338563.088385
  nChanged 19
		SP:Iteration 14Q (173991.690000 sec): 3 clusters
  Score: Raw -341268.794009 + Penalty 2694.100333 = -338574.693676
  nChanged 10
		SP:Iteration 15Q (173991.870000 sec): 3 clusters
  Score: Raw -341275.227918 + Penalty 2694.100333 = -338581.127586
  nChanged 9
		SP:Iteration 16Q (173992.040000 sec): 3 clusters
  Score: Raw -341280.787594 + Penalty 2694.100333 = -338586.687261
  nChanged 9
		SP:Iteration 17Q (173992.220000 sec): 3 clusters
  Score: Raw -341285.523139 + Penalty 2694.100333 = -338591.422806
  nChanged 6
		SP:Iteration 18Q (173992.400000 sec): 3 clusters
  Score: Raw -341288.207987 + Penalty 2694.100333 = -338594.107655
  nChanged 4
		SP:Iteration 19Q (173992.570000 sec): 3 clusters
  Score: Raw -341290.510104 + Penalty 2694.100333 = -338596.409771
  nChanged 4
		SP:Iteration 20F (173992.750000 sec): 3 clusters
  Score: Raw -341292.141780 + Penalty 2694.100333 = -338598.041447
  nChanged 2
		SP:Iteration 21Q (173992.920000 sec): 3 clusters
  Score: Raw -341293.129028 + Penalty 2694.100333 = -338599.028696
  nChanged 1
		SP:Iteration 22Q (173993.100000 sec): 3 clusters
  Score: Raw -341293.350321 + Penalty 2694.100333 = -338599.249988
  nChanged 0
		SP:Iteration 23F (173993.280000 sec): 3 clusters
  Score: Raw -341293.350321 + Penalty 2694.100333 = -338599.249988
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 112 (3073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173993.390000 sec): 2 clusters
  Score: Raw -263590.576637 + Penalty 1304.941554 = -262285.635083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173993.520000 sec): 3 clusters
  Score: Raw -262158.770115 + Penalty 2609.883108 = -259548.887007
  nChanged 1170
		SP:Iteration 1F (173993.700000 sec): 3 clusters
  Score: Raw -262923.711665 + Penalty 2609.883108 = -260313.828558
  nChanged 246
		SP:Iteration 2F (173993.870000 sec): 3 clusters
  Score: Raw -263095.980342 + Penalty 2609.883108 = -260486.097234
  nChanged 167
		SP:Iteration 3F (173994.050000 sec): 3 clusters
  Score: Raw -263208.535252 + Penalty 2609.883108 = -260598.652144
  nChanged 129
		SP:Iteration 4Q (173994.220000 sec): 3 clusters
  Score: Raw -263313.086966 + Penalty 2609.883108 = -260703.203859
  nChanged 133
		SP:Iteration 5Q (173994.400000 sec): 3 clusters
  Score: Raw -263445.688658 + Penalty 2609.883108 = -260835.805550
  nChanged 141
		SP:Iteration 6Q (173994.580000 sec): 3 clusters
  Score: Raw -263579.326831 + Penalty 2609.883108 = -260969.443724
  nChanged 115
		SP:Iteration 7Q (173994.750000 sec): 3 clusters
  Score: Raw -263671.270892 + Penalty 2609.883108 = -261061.387784
  nChanged 108
		SP:Iteration 8Q (173994.930000 sec): 3 clusters
  Score: Raw -263781.003183 + Penalty 2609.883108 = -261171.120075
  nChanged 117
		SP:Iteration 9Q (173995.100000 sec): 3 clusters
  Score: Raw -263923.243758 + Penalty 2609.883108 = -261313.360650
  nChanged 130
		SP:Iteration 10Q (173995.280000 sec): 3 clusters
  Score: Raw -264071.850331 + Penalty 2609.883108 = -261461.967223
  nChanged 95
		SP:Iteration 11Q (173995.460000 sec): 3 clusters
  Score: Raw -264161.528474 + Penalty 2609.883108 = -261551.645366
  nChanged 76
		SP:Iteration 12Q (173995.630000 sec): 3 clusters
  Score: Raw -264219.027068 + Penalty 2609.883108 = -261609.143960
  nChanged 46
		SP:Iteration 13Q (173995.810000 sec): 3 clusters
  Score: Raw -264251.923527 + Penalty 2609.883108 = -261642.040419
  nChanged 38
		SP:Iteration 14Q (173995.980000 sec): 3 clusters
  Score: Raw -264276.325623 + Penalty 2609.883108 = -261666.442515
  nChanged 22
		SP:Iteration 15Q (173996.160000 sec): 3 clusters
  Score: Raw -264290.216876 + Penalty 2609.883108 = -261680.333768
  nChanged 19
		SP:Iteration 16Q (173996.330000 sec): 3 clusters
  Score: Raw -264299.881331 + Penalty 2609.883108 = -261689.998223
  nChanged 9
		SP:Iteration 17Q (173996.500000 sec): 3 clusters
  Score: Raw -264304.084058 + Penalty 2609.883108 = -261694.200950
  nChanged 10
		SP:Iteration 18Q (173996.680000 sec): 3 clusters
  Score: Raw -264308.211380 + Penalty 2609.883108 = -261698.328273
  nChanged 5
		SP:Iteration 19Q (173996.850000 sec): 3 clusters
  Score: Raw -264309.967233 + Penalty 2609.883108 = -261700.084126
  nChanged 3
		SP:Iteration 20F (173997.020000 sec): 3 clusters
  Score: Raw -264311.431675 + Penalty 2609.883108 = -261701.548567
  nChanged 3
		SP:Iteration 21Q (173997.180000 sec): 3 clusters
  Score: Raw -264312.984535 + Penalty 2609.883108 = -261703.101428
  nChanged 1
		SP:Iteration 22Q (173997.340000 sec): 3 clusters
  Score: Raw -264313.096846 + Penalty 2609.883108 = -261703.213738
  nChanged 0
		SP:Iteration 23F (173997.500000 sec): 3 clusters
  Score: Raw -264313.096846 + Penalty 2609.883108 = -261703.213738
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 113 (787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (173997.580000 sec): 2 clusters
  Score: Raw -59662.913056 + Penalty 1083.587090 = -58579.325965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (173997.750000 sec): 3 clusters
  Score: Raw -59469.984773 + Penalty 2167.174181 = -57302.810592
  nChanged 204
		SP:Iteration 1F (173997.930000 sec): 3 clusters
  Score: Raw -59699.448148 + Penalty 2167.174181 = -57532.273967
  nChanged 50
		SP:Iteration 2F (173998.100000 sec): 3 clusters
  Score: Raw -59785.716193 + Penalty 2167.174181 = -57618.542012
  nChanged 34
		SP:Iteration 3Q (173998.280000 sec): 3 clusters
  Score: Raw -59835.598521 + Penalty 2167.174181 = -57668.424341
  nChanged 32
		SP:Iteration 4Q (173998.460000 sec): 3 clusters
  Score: Raw -59894.868702 + Penalty 2167.174181 = -57727.694521
  nChanged 28
		SP:Iteration 5Q (173998.630000 sec): 3 clusters
  Score: Raw -59940.162534 + Penalty 2167.174181 = -57772.988353
  nChanged 22
		SP:Iteration 6Q (173998.810000 sec): 3 clusters
  Score: Raw -59972.195442 + Penalty 2167.174181 = -57805.021261
  nChanged 13
		SP:Iteration 7Q (173998.980000 sec): 3 clusters
  Score: Raw -59986.141085 + Penalty 2167.174181 = -57818.966905
  nChanged 10
		SP:Iteration 8Q (173999.160000 sec): 3 clusters
  Score: Raw -59998.831519 + Penalty 2167.174181 = -57831.657339
  nChanged 2
		SP:Iteration 9Q (173999.340000 sec): 3 clusters
  Score: Raw -60000.994376 + Penalty 2167.174181 = -57833.820195
  nChanged 5
		SP:Iteration 10Q (173999.510000 sec): 3 clusters
  Score: Raw -60006.606985 + Penalty 2167.174181 = -57839.432805
  nChanged 1
		SP:Iteration 11Q (173999.690000 sec): 3 clusters
  Score: Raw -60007.436945 + Penalty 2167.174181 = -57840.262764
  nChanged 1
		SP:Iteration 12Q (173999.860000 sec): 3 clusters
  Score: Raw -60008.203860 + Penalty 2167.174181 = -57841.029679
  nChanged 2
		SP:Iteration 13Q (174000.040000 sec): 3 clusters
  Score: Raw -60010.392469 + Penalty 2167.174181 = -57843.218289
  nChanged 1
		SP:Iteration 14Q (174000.220000 sec): 3 clusters
  Score: Raw -60011.075641 + Penalty 2167.174181 = -57843.901460
  nChanged 0
		SP:Iteration 15F (174000.390000 sec): 3 clusters
  Score: Raw -60011.075641 + Penalty 2167.174181 = -57843.901460
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 114 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (174000.480000 sec): 2 clusters
  Score: Raw -184772.971311 + Penalty 1218.746188 = -183554.225123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (174000.660000 sec): 3 clusters
  Score: Raw -183980.565009 + Penalty 2437.492376 = -181543.072633
  nChanged 609
		SP:Iteration 1F (174000.830000 sec): 3 clusters
  Score: Raw -184348.619177 + Penalty 2437.492376 = -181911.126801
  nChanged 140
		SP:Iteration 2F (174001.010000 sec): 3 clusters
  Score: Raw -184458.672376 + Penalty 2437.492376 = -182021.180000
  nChanged 95
		SP:Iteration 3F (174001.180000 sec): 3 clusters
  Score: Raw -184516.681007 + Penalty 2437.492376 = -182079.188631
  nChanged 58
		SP:Iteration 4Q (174001.360000 sec): 3 clusters
  Score: Raw -184553.103599 + Penalty 2437.492376 = -182115.611223
  nChanged 47
		SP:Iteration 5Q (174001.540000 sec): 3 clusters
  Score: Raw -184583.264837 + Penalty 2437.492376 = -182145.772461
  nChanged 38
		SP:Iteration 6Q (174001.710000 sec): 3 clusters
  Score: Raw -184608.220574 + Penalty 2437.492376 = -182170.728198
  nChanged 28
		SP:Iteration 7Q (174001.890000 sec): 3 clusters
  Score: Raw -184623.642710 + Penalty 2437.492376 = -182186.150334
  nChanged 17
		SP:Iteration 8Q (174002.060000 sec): 3 clusters
  Score: Raw -184633.066181 + Penalty 2437.492376 = -182195.573805
  nChanged 13
		SP:Iteration 9Q (174002.240000 sec): 3 clusters
  Score: Raw -184642.521649 + Penalty 2437.492376 = -182205.029273
  nChanged 13
		SP:Iteration 10Q (174002.420000 sec): 3 clusters
  Score: Raw -184647.069785 + Penalty 2437.492376 = -182209.577409
  nChanged 9
		SP:Iteration 11Q (174002.590000 sec): 3 clusters
  Score: Raw -184652.631633 + Penalty 2437.492376 = -182215.139257
  nChanged 11
		SP:Iteration 12Q (174002.770000 sec): 3 clusters
  Score: Raw -184658.539235 + Penalty 2437.492376 = -182221.046859
  nChanged 7
		SP:Iteration 13Q (174002.940000 sec): 3 clusters
  Score: Raw -184661.021550 + Penalty 2437.492376 = -182223.529174
  nChanged 3
		SP:Iteration 14Q (174003.120000 sec): 3 clusters
  Score: Raw -184662.450083 + Penalty 2437.492376 = -182224.957708
  nChanged 4
		SP:Iteration 15Q (174003.290000 sec): 3 clusters
  Score: Raw -184663.360930 + Penalty 2437.492376 = -182225.868554
  nChanged 2
		SP:Iteration 16Q (174003.470000 sec): 3 clusters
  Score: Raw -184664.251780 + Penalty 2437.492376 = -182226.759404
  nChanged 1
		SP:Iteration 17Q (174003.640000 sec): 3 clusters
  Score: Raw -184664.420684 + Penalty 2437.492376 = -182226.928309
  nChanged 1
		SP:Iteration 18Q (174003.820000 sec): 3 clusters
  Score: Raw -184664.693576 + Penalty 2437.492376 = -182227.201200
  nChanged 0
		SP:Iteration 19F (174004.000000 sec): 3 clusters
  Score: Raw -184664.693576 + Penalty 2437.492376 = -182227.201200
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 115 (6017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (174004.110000 sec): 2 clusters
  Score: Raw -514208.071425 + Penalty 1414.130912 = -512793.940513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (174004.330000 sec): 3 clusters
  Score: Raw -511065.707284 + Penalty 2828.261824 = -508237.445460
  nChanged 2484
		SP:Iteration 1F (174004.560000 sec): 3 clusters
  Score: Raw -512543.164109 + Penalty 2828.261824 = -509714.902285
  nChanged 445
		SP:Iteration 2F (174004.770000 sec): 3 clusters
  Score: Raw -512815.118598 + Penalty 2828.261824 = -509986.856774
  nChanged 371
		SP:Iteration 3F (174004.940000 sec): 3 clusters
  Score: Raw -513061.901570 + Penalty 2828.261824 = -510233.639745
  nChanged 357
		SP:Iteration 4F (174005.110000 sec): 3 clusters
  Score: Raw -513299.188677 + Penalty 2828.261824 = -510470.926853
  nChanged 314
		SP:Iteration 5F (174005.280000 sec): 3 clusters
  Score: Raw -513495.689284 + Penalty 2828.261824 = -510667.427460
  nChanged 290
		SP:Iteration 6Q (174005.450000 sec): 3 clusters
  Score: Raw -513673.614566 + Penalty 2828.261824 = -510845.352742
  nChanged 240
		SP:Iteration 7Q (174005.620000 sec): 3 clusters
  Score: Raw -513811.506906 + Penalty 2828.261824 = -510983.245082
  nChanged 208
		SP:Iteration 8Q (174005.790000 sec): 3 clusters
  Score: Raw -513936.615436 + Penalty 2828.261824 = -511108.353611
  nChanged 186
		SP:Iteration 9Q (174005.960000 sec): 3 clusters
  Score: Raw -514036.443570 + Penalty 2828.261824 = -511208.181745
  nChanged 152
		SP:Iteration 10Q (174006.130000 sec): 3 clusters
  Score: Raw -514113.022592 + Penalty 2828.261824 = -511284.760768
  nChanged 122
		SP:Iteration 11Q (174006.300000 sec): 3 clusters
  Score: Raw -514179.369065 + Penalty 2828.261824 = -511351.107240
  nChanged 112
		SP:Iteration 12Q (174006.470000 sec): 3 clusters
  Score: Raw -514240.142633 + Penalty 2828.261824 = -511411.880808
  nChanged 94
		SP:Iteration 13Q (174006.660000 sec): 3 clusters
  Score: Raw -514290.807545 + Penalty 2828.261824 = -511462.545720
  nChanged 105
		SP:Iteration 14Q (174006.850000 sec): 3 clusters
  Score: Raw -514346.338346 + Penalty 2828.261824 = -511518.076522
  nChanged 99
		SP:Iteration 15Q (174007.020000 sec): 3 clusters
  Score: Raw -514391.403456 + Penalty 2828.261824 = -511563.141632
  nChanged 82
		SP:Iteration 16Q (174007.180000 sec): 3 clusters
  Score: Raw -514437.012593 + Penalty 2828.261824 = -511608.750769
  nChanged 83
		SP:Iteration 17Q (174007.350000 sec): 3 clusters
  Score: Raw -514486.494632 + Penalty 2828.261824 = -511658.232807
  nChanged 79
		SP:Iteration 18Q (174007.520000 sec): 3 clusters
  Score: Raw -514535.420085 + Penalty 2828.261824 = -511707.158260
  nChanged 62
		SP:Iteration 19Q (174007.690000 sec): 3 clusters
  Score: Raw -514576.153397 + Penalty 2828.261824 = -511747.891573
  nChanged 65
		SP:Iteration 20F (174007.860000 sec): 3 clusters
  Score: Raw -514620.635228 + Penalty 2828.261824 = -511792.373403
  nChanged 76
		SP:Iteration 21Q (174008.030000 sec): 3 clusters
  Score: Raw -514662.220399 + Penalty 2828.261824 = -511833.958574
  nChanged 65
		SP:Iteration 22Q (174008.200000 sec): 3 clusters
  Score: Raw -514693.983658 + Penalty 2828.261824 = -511865.721834
  nChanged 43
		SP:Iteration 23Q (174008.370000 sec): 3 clusters
  Score: Raw -514718.058709 + Penalty 2828.261824 = -511889.796884
  nChanged 48
		SP:Iteration 24Q (174008.540000 sec): 3 clusters
  Score: Raw -514740.986145 + Penalty 2828.261824 = -511912.724320
  nChanged 19
		SP:Iteration 25Q (174008.700000 sec): 3 clusters
  Score: Raw -514748.271499 + Penalty 2828.261824 = -511920.009674
  nChanged 10
		SP:Iteration 26Q (174008.860000 sec): 3 clusters
  Score: Raw -514752.660555 + Penalty 2828.261824 = -511924.398731
  nChanged 8
		SP:Iteration 27Q (174009.030000 sec): 3 clusters
  Score: Raw -514754.627345 + Penalty 2828.261824 = -511926.365521
  nChanged 9
		SP:Iteration 28Q (174009.200000 sec): 3 clusters
  Score: Raw -514756.525856 + Penalty 2828.261824 = -511928.264031
  nChanged 6
		SP:Iteration 29Q (174009.360000 sec): 3 clusters
  Score: Raw -514758.865607 + Penalty 2828.261824 = -511930.603782
  nChanged 7
		SP:Iteration 30Q (174009.530000 sec): 3 clusters
  Score: Raw -514761.032362 + Penalty 2828.261824 = -511932.770538
  nChanged 4
		SP:Iteration 31Q (174009.700000 sec): 3 clusters
  Score: Raw -514762.583641 + Penalty 2828.261824 = -511934.321817
  nChanged 1
		SP:Iteration 32Q (174009.870000 sec): 3 clusters
  Score: Raw -514763.435728 + Penalty 2828.261824 = -511935.173903
  nChanged 3
		SP:Iteration 33Q (174010.040000 sec): 3 clusters
  Score: Raw -514766.009773 + Penalty 2828.261824 = -511937.747948
  nChanged 7
		SP:Iteration 34Q (174010.200000 sec): 3 clusters
  Score: Raw -514768.663443 + Penalty 2828.261824 = -511940.401618
  nChanged 7
		SP:Iteration 35Q (174010.370000 sec): 3 clusters
  Score: Raw -514770.609765 + Penalty 2828.261824 = -511942.347940
  nChanged 6
		SP:Iteration 36Q (174010.540000 sec): 3 clusters
  Score: Raw -514772.733873 + Penalty 2828.261824 = -511944.472049
  nChanged 4
		SP:Iteration 37Q (174010.700000 sec): 3 clusters
  Score: Raw -514773.845976 + Penalty 2828.261824 = -511945.584151
  nChanged 2
		SP:Iteration 38Q (174010.920000 sec): 3 clusters
  Score: Raw -514774.482698 + Penalty 2828.261824 = -511946.220874
  nChanged 2
		SP:Iteration 39Q (174011.080000 sec): 3 clusters
  Score: Raw -514775.626101 + Penalty 2828.261824 = -511947.364277
  nChanged 4
		SP:Iteration 40F (174011.250000 sec): 3 clusters
  Score: Raw -514777.714574 + Penalty 2828.261824 = -511949.452750
  nChanged 2
		SP:Iteration 41Q (174011.420000 sec): 3 clusters
  Score: Raw -514778.531762 + Penalty 2828.261824 = -511950.269938
  nChanged 1
		SP:Iteration 42Q (174011.590000 sec): 3 clusters
  Score: Raw -514778.875797 + Penalty 2828.261824 = -511950.613973
  nChanged 2
		SP:Iteration 43Q (174011.760000 sec): 3 clusters
  Score: Raw -514779.358214 + Penalty 2828.261824 = -511951.096390
  nChanged 2
		SP:Iteration 44Q (174011.920000 sec): 3 clusters
  Score: Raw -514780.254361 + Penalty 2828.261824 = -511951.992537
  nChanged 2
		SP:Iteration 45Q (174012.090000 sec): 3 clusters
  Score: Raw -514781.176913 + Penalty 2828.261824 = -511952.915089
  nChanged 4
		SP:Iteration 46Q (174012.300000 sec): 3 clusters
  Score: Raw -514783.797975 + Penalty 2828.261824 = -511955.536151
  nChanged 3
		SP:Iteration 47Q (174012.470000 sec): 3 clusters
  Score: Raw -514785.083768 + Penalty 2828.261824 = -511956.821944
  nChanged 7
		SP:Iteration 48Q (174012.640000 sec): 3 clusters
  Score: Raw -514789.109021 + Penalty 2828.261824 = -511960.847196
  nChanged 14
		SP:Iteration 49Q (174012.810000 sec): 3 clusters
  Score: Raw -514795.511895 + Penalty 2828.261824 = -511967.250070
  nChanged 8
		SP:Iteration 50Q (174012.980000 sec): 3 clusters
  Score: Raw -514799.201820 + Penalty 2828.261824 = -511970.939995
  nChanged 16
		SP:Iteration 51Q (174013.140000 sec): 3 clusters
  Score: Raw -514805.058929 + Penalty 2828.261824 = -511976.797105
  nChanged 10
		SP:Iteration 52Q (174013.310000 sec): 3 clusters
  Score: Raw -514807.608060 + Penalty 2828.261824 = -511979.346236
  nChanged 7
		SP:Iteration 53Q (174013.480000 sec): 3 clusters
  Score: Raw -514810.830038 + Penalty 2828.261824 = -511982.568214
  nChanged 5
		SP:Iteration 54Q (174013.640000 sec): 3 clusters
  Score: Raw -514812.293038 + Penalty 2828.261824 = -511984.031213
  nChanged 3
		SP:Iteration 55Q (174013.810000 sec): 3 clusters
  Score: Raw -514813.748004 + Penalty 2828.261824 = -511985.486180
  nChanged 4
		SP:Iteration 56Q (174013.980000 sec): 3 clusters
  Score: Raw -514814.949518 + Penalty 2828.261824 = -511986.687693
  nChanged 6
		SP:Iteration 57Q (174014.150000 sec): 3 clusters
  Score: Raw -514816.291667 + Penalty 2828.261824 = -511988.029842
  nChanged 4
		SP:Iteration 58Q (174014.340000 sec): 3 clusters
  Score: Raw -514818.107542 + Penalty 2828.261824 = -511989.845718
  nChanged 4
		SP:Iteration 59Q (174014.440000 sec): 3 clusters
  Score: Raw -514819.653417 + Penalty 2828.261824 = -511991.391592
  nChanged 3
		SP:Iteration 60F (174014.540000 sec): 3 clusters
  Score: Raw -514820.483222 + Penalty 2828.261824 = -511992.221398
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 116 (2187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (174014.600000 sec): 2 clusters
  Score: Raw -214481.537767 + Penalty 1249.671478 = -213231.866289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (174014.640000 sec): 3 clusters
  Score: Raw -213513.956214 + Penalty 2499.342957 = -211014.613257
  nChanged 787
		SP:Iteration 1F (174014.820000 sec): 3 clusters
  Score: Raw -213992.638149 + Penalty 2499.342957 = -211493.295192
  nChanged 153
		SP:Iteration 2F (174014.990000 sec): 3 clusters
  Score: Raw -214088.274961 + Penalty 2499.342957 = -211588.932004
  nChanged 85
		SP:Iteration 3Q (174015.170000 sec): 3 clusters
  Score: Raw -214146.559101 + Penalty 2499.342957 = -211647.216144
  nChanged 75
		SP:Iteration 4Q (174015.340000 sec): 3 clusters
  Score: Raw -214186.962991 + Penalty 2499.342957 = -211687.620035
  nChanged 56
		SP:Iteration 5Q (174015.520000 sec): 3 clusters
  Score: Raw -214219.028321 + Penalty 2499.342957 = -211719.685364
  nChanged 47
		SP:Iteration 6Q (174015.690000 sec): 3 clusters
  Score: Raw -214243.033152 + Penalty 2499.342957 = -211743.690195
  nChanged 34
		SP:Iteration 7Q (174015.740000 sec): 3 clusters
  Score: Raw -214259.425805 + Penalty 2499.342957 = -211760.082848
  nChanged 29
		SP:Iteration 8Q (174015.780000 sec): 3 clusters
  Score: Raw -214270.871490 + Penalty 2499.342957 = -211771.528533
  nChanged 32
		SP:Iteration 9Q (174015.820000 sec): 3 clusters
  Score: Raw -214286.648810 + Penalty 2499.342957 = -211787.305853
  nChanged 32
		SP:Iteration 10Q (174015.860000 sec): 3 clusters
  Score: Raw -214301.284623 + Penalty 2499.342957 = -211801.941667
  nChanged 23
		SP:Iteration 11Q (174015.910000 sec): 3 clusters
  Score: Raw -214312.192081 + Penalty 2499.342957 = -211812.849124
  nChanged 19
		SP:Iteration 12Q (174015.950000 sec): 3 clusters
  Score: Raw -214320.522379 + Penalty 2499.342957 = -211821.179422
  nChanged 18
		SP:Iteration 13Q (174015.990000 sec): 3 clusters
  Score: Raw -214329.365920 + Penalty 2499.342957 = -211830.022964
  nChanged 26
		SP:Iteration 14Q (174016.030000 sec): 3 clusters
  Score: Raw -214340.674311 + Penalty 2499.342957 = -211841.331354
  nChanged 19
		SP:Iteration 15Q (174016.230000 sec): 3 clusters
  Score: Raw -214350.524412 + Penalty 2499.342957 = -211851.181455
  nChanged 27
		SP:Iteration 16Q (174016.390000 sec): 3 clusters
  Score: Raw -214364.316419 + Penalty 2499.342957 = -211864.973462
  nChanged 15
		SP:Iteration 17Q (174016.550000 sec): 3 clusters
  Score: Raw -214370.772956 + Penalty 2499.342957 = -211871.430000
  nChanged 8
		SP:Iteration 18Q (174016.670000 sec): 3 clusters
  Score: Raw -214375.634643 + Penalty 2499.342957 = -211876.291686
  nChanged 13
		SP:Iteration 19Q (174016.850000 sec): 3 clusters
  Score: Raw -214381.079998 + Penalty 2499.342957 = -211881.737041
  nChanged 12
		SP:Iteration 20F (174017.020000 sec): 3 clusters
  Score: Raw -214387.241732 + Penalty 2499.342957 = -211887.898775
  nChanged 11
		SP:Iteration 21Q (174017.200000 sec): 3 clusters
  Score: Raw -214393.615303 + Penalty 2499.342957 = -211894.272347
  nChanged 9
		SP:Iteration 22Q (174017.380000 sec): 3 clusters
  Score: Raw -214398.933314 + Penalty 2499.342957 = -211899.590357
  nChanged 19
		SP:Iteration 23Q (174017.550000 sec): 3 clusters
  Score: Raw -214407.803168 + Penalty 2499.342957 = -211908.460211
  nChanged 12
		SP:Iteration 24Q (174017.730000 sec): 3 clusters
  Score: Raw -214414.481410 + Penalty 2499.342957 = -211915.138453
  nChanged 16
		SP:Iteration 25Q (174017.900000 sec): 3 clusters
  Score: Raw -214420.965549 + Penalty 2499.342957 = -211921.622592
  nChanged 12
		SP:Iteration 26Q (174018.080000 sec): 3 clusters
  Score: Raw -214426.147262 + Penalty 2499.342957 = -211926.804305
  nChanged 13
		SP:Iteration 27Q (174018.120000 sec): 3 clusters
  Score: Raw -214433.266405 + Penalty 2499.342957 = -211933.923448
  nChanged 15
		SP:Iteration 28Q (174018.170000 sec): 3 clusters
  Score: Raw -214441.392191 + Penalty 2499.342957 = -211942.049234
  nChanged 17
		SP:Iteration 29Q (174018.210000 sec): 3 clusters
  Score: Raw -214452.055579 + Penalty 2499.342957 = -211952.712622
  nChanged 7
		SP:Iteration 30Q (174018.250000 sec): 3 clusters
  Score: Raw -214456.848189 + Penalty 2499.342957 = -211957.505232
  nChanged 10
		SP:Iteration 31Q (174018.290000 sec): 3 clusters
  Score: Raw -214460.970988 + Penalty 2499.342957 = -211961.628031
  nChanged 6
		SP:Iteration 32Q (174018.330000 sec): 3 clusters
  Score: Raw -214463.684261 + Penalty 2499.342957 = -211964.341305
  nChanged 9
		SP:Iteration 33Q (174018.380000 sec): 3 clusters
  Score: Raw -214468.759193 + Penalty 2499.342957 = -211969.416237
  nChanged 8
		SP:Iteration 34Q (174018.420000 sec): 3 clusters
  Score: Raw -214472.293755 + Penalty 2499.342957 = -211972.950799
  nChanged 6
		SP:Iteration 35Q (174018.460000 sec): 3 clusters
  Score: Raw -214474.412479 + Penalty 2499.342957 = -211975.069523
  nChanged 3
		SP:Iteration 36Q (174018.500000 sec): 3 clusters
  Score: Raw -214475.960640 + Penalty 2499.342957 = -211976.617683
  nChanged 8
		SP:Iteration 37Q (174018.540000 sec): 3 clusters
  Score: Raw -214481.428898 + Penalty 2499.342957 = -211982.085942
  nChanged 9
		SP:Iteration 38Q (174018.580000 sec): 3 clusters
  Score: Raw -214486.793767 + Penalty 2499.342957 = -211987.450810
  nChanged 7
		SP:Iteration 39Q (174018.630000 sec): 3 clusters
  Score: Raw -214488.851037 + Penalty 2499.342957 = -211989.508080
  nChanged 2
		SP:Iteration 40F (174018.670000 sec): 3 clusters
  Score: Raw -214490.418820 + Penalty 2499.342957 = -211991.075864
  nChanged 2
		SP:Iteration 41Q (174018.710000 sec): 3 clusters
  Score: Raw -214491.295366 + Penalty 2499.342957 = -211991.952410
  nChanged 2
		SP:Iteration 42Q (174018.750000 sec): 3 clusters
  Score: Raw -214492.034522 + Penalty 2499.342957 = -211992.691565
  nChanged 3
		SP:Iteration 43Q (174018.800000 sec): 3 clusters
  Score: Raw -214493.755780 + Penalty 2499.342957 = -211994.412823
  nChanged 3
		SP:Iteration 44Q (174018.840000 sec): 3 clusters
  Score: Raw -214494.687180 + Penalty 2499.342957 = -211995.344223
  nChanged 1
		SP:Iteration 45Q (174018.880000 sec): 3 clusters
  Score: Raw -214495.066001 + Penalty 2499.342957 = -211995.723044
  nChanged 1
		SP:Iteration 46Q (174018.920000 sec): 3 clusters
  Score: Raw -214496.018648 + Penalty 2499.342957 = -211996.675692
  nChanged 3
		SP:Iteration 47Q (174018.960000 sec): 3 clusters
  Score: Raw -214497.386380 + Penalty 2499.342957 = -211998.043423
  nChanged 2
		SP:Iteration 48Q (174019.000000 sec): 3 clusters
  Score: Raw -214498.648577 + Penalty 2499.342957 = -211999.305620
  nChanged 2
		SP:Iteration 49Q (174019.050000 sec): 3 clusters
  Score: Raw -214499.480414 + Penalty 2499.342957 = -212000.137457
  nChanged 2
		SP:Iteration 50Q (174019.090000 sec): 3 clusters
  Score: Raw -214500.579991 + Penalty 2499.342957 = -212001.237034
  nChanged 1
		SP:Iteration 51Q (174019.130000 sec): 3 clusters
  Score: Raw -214501.168688 + Penalty 2499.342957 = -212001.825731
  nChanged 1
		SP:Iteration 52Q (174019.180000 sec): 3 clusters
  Score: Raw -214501.936887 + Penalty 2499.342957 = -212002.593931
  nChanged 1
		SP:Iteration 53Q (174019.220000 sec): 3 clusters
  Score: Raw -214502.339249 + Penalty 2499.342957 = -212002.996292
  nChanged 1
		SP:Iteration 54Q (174019.260000 sec): 3 clusters
  Score: Raw -214503.286925 + Penalty 2499.342957 = -212003.943968
  nChanged 2
		SP:Iteration 55Q (174019.300000 sec): 3 clusters
  Score: Raw -214505.481056 + Penalty 2499.342957 = -212006.138099
  nChanged 3
		SP:Iteration 56Q (174019.340000 sec): 3 clusters
  Score: Raw -214507.274216 + Penalty 2499.342957 = -212007.931259
  nChanged 1
		SP:Iteration 57Q (174019.380000 sec): 3 clusters
  Score: Raw -214508.241877 + Penalty 2499.342957 = -212008.898920
  nChanged 3
		SP:Iteration 58Q (174019.420000 sec): 3 clusters
  Score: Raw -214509.647425 + Penalty 2499.342957 = -212010.304468
  nChanged 1
		SP:Iteration 59Q (174019.470000 sec): 3 clusters
  Score: Raw -214510.120760 + Penalty 2499.342957 = -212010.777803
  nChanged 2
		SP:Iteration 60F (174019.510000 sec): 3 clusters
  Score: Raw -214511.621795 + Penalty 2499.342957 = -212012.278838
  nChanged 4
		SP:Iteration 61Q (174019.550000 sec): 3 clusters
  Score: Raw -214512.987386 + Penalty 2499.342957 = -212013.644429
  nChanged 1
		SP:Iteration 62Q (174019.590000 sec): 3 clusters
  Score: Raw -214513.487818 + Penalty 2499.342957 = -212014.144861
  nChanged 0
		SP:Iteration 63F (174019.710000 sec): 3 clusters
  Score: Raw -214513.487818 + Penalty 2499.342957 = -212014.144861
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 117 (5785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (174019.820000 sec): 2 clusters
  Score: Raw -508760.367676 + Penalty 1407.741341 = -507352.626335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (174020.030000 sec): 3 clusters
  Score: Raw -505680.217210 + Penalty 2815.482683 = -502864.734527
  nChanged 2380
		SP:Iteration 1F (174020.210000 sec): 3 clusters
  Score: Raw -507042.841272 + Penalty 2815.482683 = -504227.358590
  nChanged 421
		SP:Iteration 2F (174020.380000 sec): 3 clusters
  Score: Raw -507261.877905 + Penalty 2815.482683 = -504446.395222
  nChanged 335
		SP:Iteration 3F (174020.550000 sec): 3 clusters
  Score: Raw -507443.664784 + Penalty 2815.482683 = -504628.182101
  nChanged 278
		SP:Iteration 4Q (174020.720000 sec): 3 clusters
  Score: Raw -507585.669013 + Penalty 2815.482683 = -504770.186330
  nChanged 233
		SP:Iteration 5Q (174020.890000 sec): 3 clusters
  Score: Raw -507703.274318 + Penalty 2815.482683 = -504887.791635
  nChanged 209
		SP:Iteration 6Q (174021.060000 sec): 3 clusters
  Score: Raw -507816.475338 + Penalty 2815.482683 = -505000.992655
  nChanged 235
		SP:Iteration 7Q (174021.230000 sec): 3 clusters
  Score: Raw -507949.823612 + Penalty 2815.482683 = -505134.340929
  nChanged 230
		SP:Iteration 8Q (174021.400000 sec): 3 clusters
  Score: Raw -508088.302922 + Penalty 2815.482683 = -505272.820239
  nChanged 229
		SP:Iteration 9Q (174021.570000 sec): 3 clusters
  Score: Raw -508223.193290 + Penalty 2815.482683 = -505407.710607
  nChanged 190
		SP:Iteration 10Q (174021.740000 sec): 3 clusters
  Score: Raw -508338.757941 + Penalty 2815.482683 = -505523.275258
  nChanged 192
		SP:Iteration 11Q (174021.910000 sec): 3 clusters
  Score: Raw -508455.376450 + Penalty 2815.482683 = -505639.893767
  nChanged 167
		SP:Iteration 12Q (174022.080000 sec): 3 clusters
  Score: Raw -508554.351489 + Penalty 2815.482683 = -505738.868806
  nChanged 169
		SP:Iteration 13Q (174022.250000 sec): 3 clusters
  Score: Raw -508659.196138 + Penalty 2815.482683 = -505843.713455
  nChanged 148
		SP:Iteration 14Q (174022.420000 sec): 3 clusters
  Score: Raw -508746.663569 + Penalty 2815.482683 = -505931.180886
  nChanged 130
		SP:Iteration 15Q (174022.590000 sec): 3 clusters
  Score: Raw -508824.645065 + Penalty 2815.482683 = -506009.162382
  nChanged 117
		SP:Iteration 16Q (174022.760000 sec): 3 clusters
  Score: Raw -508892.121312 + Penalty 2815.482683 = -506076.638629
  nChanged 98
		SP:Iteration 17Q (174022.930000 sec): 3 clusters
  Score: Raw -508942.955182 + Penalty 2815.482683 = -506127.472499
  nChanged 89
		SP:Iteration 18Q (174023.100000 sec): 3 clusters
  Score: Raw -508987.841417 + Penalty 2815.482683 = -506172.358734
  nChanged 92
		SP:Iteration 19Q (174023.270000 sec): 3 clusters
  Score: Raw -509028.365637 + Penalty 2815.482683 = -506212.882954
  nChanged 81
		SP:Iteration 20F (174023.440000 sec): 3 clusters
  Score: Raw -509069.074664 + Penalty 2815.482683 = -506253.591981
  nChanged 84
		SP:Iteration 21Q (174023.610000 sec): 3 clusters
  Score: Raw -509116.996197 + Penalty 2815.482683 = -506301.513515
  nChanged 88
		SP:Iteration 22Q (174023.780000 sec): 3 clusters
  Score: Raw -509162.230923 + Penalty 2815.482683 = -506346.748240
  nChanged 83
		SP:Iteration 23Q (174023.950000 sec): 3 clusters
  Score: Raw -509202.492505 + Penalty 2815.482683 = -506387.009822
  nChanged 67
		SP:Iteration 24Q (174024.120000 sec): 3 clusters
  Score: Raw -509233.683249 + Penalty 2815.482683 = -506418.200566
  nChanged 60
		SP:Iteration 25Q (174024.290000 sec): 3 clusters
  Score: Raw -509257.049476 + Penalty 2815.482683 = -506441.566793
  nChanged 56
		SP:Iteration 26Q (174024.460000 sec): 3 clusters
  Score: Raw -509283.662337 + Penalty 2815.482683 = -506468.179654
  nChanged 61
		SP:Iteration 27Q (174024.630000 sec): 3 clusters
  Score: Raw -509314.290884 + Penalty 2815.482683 = -506498.808201
  nChanged 51
		SP:Iteration 28Q (174024.800000 sec): 3 clusters
  Score: Raw -509332.859283 + Penalty 2815.482683 = -506517.376600
  nChanged 34
		SP:Iteration 29Q (174024.990000 sec): 3 clusters
  Score: Raw -509344.738901 + Penalty 2815.482683 = -506529.256218
  nChanged 38
		SP:Iteration 30Q (174025.180000 sec): 3 clusters
  Score: Raw -509360.480038 + Penalty 2815.482683 = -506544.997355
  nChanged 38
		SP:Iteration 31Q (174025.350000 sec): 3 clusters
  Score: Raw -509377.079125 + Penalty 2815.482683 = -506561.596442
  nChanged 33
		SP:Iteration 32Q (174025.520000 sec): 3 clusters
  Score: Raw -509386.985171 + Penalty 2815.482683 = -506571.502488
  nChanged 29
		SP:Iteration 33Q (174025.690000 sec): 3 clusters
  Score: Raw -509394.004277 + Penalty 2815.482683 = -506578.521594
  nChanged 21
		SP:Iteration 34Q (174025.840000 sec): 3 clusters
  Score: Raw -509400.730957 + Penalty 2815.482683 = -506585.248275
  nChanged 23
		SP:Iteration 35Q (174026.030000 sec): 3 clusters
  Score: Raw -509408.102272 + Penalty 2815.482683 = -506592.619589
  nChanged 20
		SP:Iteration 36Q (174026.200000 sec): 3 clusters
  Score: Raw -509414.892305 + Penalty 2815.482683 = -506599.409622
  nChanged 17
		SP:Iteration 37Q (174026.370000 sec): 3 clusters
  Score: Raw -509418.566803 + Penalty 2815.482683 = -506603.084120
  nChanged 10
		SP:Iteration 38Q (174026.540000 sec): 3 clusters
  Score: Raw -509420.970093 + Penalty 2815.482683 = -506605.487410
  nChanged 6
		SP:Iteration 39Q (174026.710000 sec): 3 clusters
  Score: Raw -509422.725159 + Penalty 2815.482683 = -506607.242476
  nChanged 4
		SP:Iteration 40F (174026.880000 sec): 3 clusters
  Score: Raw -509423.494525 + Penalty 2815.482683 = -506608.011842
  nChanged 3
		SP:Iteration 41Q (174027.050000 sec): 3 clusters
  Score: Raw -509423.947345 + Penalty 2815.482683 = -506608.464662
  nChanged 1
		SP:Iteration 42Q (174027.220000 sec): 3 clusters
  Score: Raw -509424.159286 + Penalty 2815.482683 = -506608.676603
  nChanged 1
		SP:Iteration 43Q (174027.390000 sec): 3 clusters
  Score: Raw -509424.425571 + Penalty 2815.482683 = -506608.942889
  nChanged 2
		SP:Iteration 44Q (174027.560000 sec): 3 clusters
  Score: Raw -509424.536826 + Penalty 2815.482683 = -506609.054143
  nChanged 0
		SP:Iteration 45F (174027.730000 sec): 3 clusters
  Score: Raw -509424.536826 + Penalty 2815.482683 = -506609.054143
  nChanged 0
Iteration 419Q (174189.630000 sec): 118 clusters
  Score: Raw -47064100.595224 + Penalty 252304.802133 = -46811795.793091
  nChanged 21
Iteration 420F (174410.830000 sec): 118 clusters
  Score: Raw -47064102.815603 + Penalty 252304.802133 = -46811798.013470
  nChanged 26
Iteration 421Q (174581.280000 sec): 118 clusters
  Score: Raw -47064105.410970 + Penalty 252304.802133 = -46811800.608837
  nChanged 22
Iteration 422Q (174752.140000 sec): 118 clusters
  Score: Raw -47064107.206551 + Penalty 252304.802133 = -46811802.404418
  nChanged 23
Iteration 423Q (174926.380000 sec): 118 clusters
  Score: Raw -47064109.132887 + Penalty 252304.802133 = -46811804.330754
  nChanged 29
Iteration 424Q (175098.700000 sec): 118 clusters
  Score: Raw -47064111.986179 + Penalty 252304.802133 = -46811807.184046
  nChanged 33
Iteration 425Q (175271.950000 sec): 118 clusters
  Score: Raw -47064115.343428 + Penalty 252304.802133 = -46811810.541295
  nChanged 31
Iteration 426Q (175440.630000 sec): 118 clusters
  Score: Raw -47064118.373207 + Penalty 252304.802133 = -46811813.571074
  nChanged 38
Iteration 427Q (175610.480000 sec): 118 clusters
  Score: Raw -47064121.438122 + Penalty 252304.802133 = -46811816.635989
  nChanged 35
Iteration 428Q (175782.310000 sec): 118 clusters
  Score: Raw -47064124.530675 + Penalty 252304.802133 = -46811819.728543
  nChanged 35
Iteration 429Q (175955.390000 sec): 118 clusters
  Score: Raw -47064127.232658 + Penalty 252304.802133 = -46811822.430526
  nChanged 33
Iteration 430Q (176128.180000 sec): 118 clusters
  Score: Raw -47064130.137784 + Penalty 252304.802133 = -46811825.335651
  nChanged 36
Iteration 431Q (176302.560000 sec): 118 clusters
  Score: Raw -47064132.944825 + Penalty 252304.802133 = -46811828.142693
  nChanged 33
Iteration 432Q (176476.050000 sec): 118 clusters
  Score: Raw -47064135.644843 + Penalty 252304.802133 = -46811830.842711
  nChanged 33
Iteration 433Q (176646.290000 sec): 118 clusters
  Score: Raw -47064137.978737 + Penalty 252304.802133 = -46811833.176604
  nChanged 27
Iteration 434Q (176819.880000 sec): 118 clusters
  Score: Raw -47064139.648371 + Penalty 252304.802133 = -46811834.846239
  nChanged 22
Iteration 435Q (176991.330000 sec): 118 clusters
  Score: Raw -47064141.165524 + Penalty 252304.802133 = -46811836.363392
  nChanged 25
Iteration 436Q (177163.680000 sec): 118 clusters
  Score: Raw -47064143.181118 + Penalty 252304.802133 = -46811838.378985
  nChanged 20
Iteration 437Q (177332.820000 sec): 118 clusters
  Score: Raw -47064144.524676 + Penalty 252304.802133 = -46811839.722543
  nChanged 15
Iteration 438Q (177503.750000 sec): 118 clusters
  Score: Raw -47064145.447095 + Penalty 252304.802133 = -46811840.644963
  nChanged 12
Iteration 439Q (177675.510000 sec): 118 clusters
  Score: Raw -47064146.349667 + Penalty 252304.802133 = -46811841.547534
  nChanged 11
Iteration 440F (177900.140000 sec): 118 clusters
  Score: Raw -47064147.232597 + Penalty 252304.802133 = -46811842.430465
  nChanged 11
Iteration 441Q (178070.960000 sec): 118 clusters
  Score: Raw -47064148.074143 + Penalty 252304.802133 = -46811843.272010
  nChanged 11
Iteration 442Q (178242.910000 sec): 118 clusters
  Score: Raw -47064148.728501 + Penalty 252304.802133 = -46811843.926368
  nChanged 10
Iteration 443Q (178416.000000 sec): 118 clusters
  Score: Raw -47064149.347336 + Penalty 252304.802133 = -46811844.545204
  nChanged 12
Iteration 444Q (178588.090000 sec): 118 clusters
  Score: Raw -47064150.047411 + Penalty 252304.802133 = -46811845.245278
  nChanged 7
Iteration 445Q (178759.430000 sec): 118 clusters
  Score: Raw -47064150.478828 + Penalty 252304.802133 = -46811845.676695
  nChanged 9
Iteration 446Q (178931.530000 sec): 118 clusters
  Score: Raw -47064150.889479 + Penalty 252304.802133 = -46811846.087346
  nChanged 7
Iteration 447Q (179105.460000 sec): 118 clusters
  Score: Raw -47064151.203640 + Penalty 252304.802133 = -46811846.401507
  nChanged 3
Iteration 448Q (179277.730000 sec): 118 clusters
  Score: Raw -47064151.428651 + Penalty 252304.802133 = -46811846.626518
  nChanged 3
Iteration 449Q (179449.250000 sec): 118 clusters
  Score: Raw -47064151.688684 + Penalty 252304.802133 = -46811846.886551
  nChanged 6
Iteration 450Q (179619.480000 sec): 118 clusters
  Score: Raw -47064151.904854 + Penalty 252304.802133 = -46811847.102721
  nChanged 6
Iteration 451Q (179789.230000 sec): 118 clusters
  Score: Raw -47064152.263205 + Penalty 252304.802133 = -46811847.461072
  nChanged 9
Iteration 452Q (179960.660000 sec): 118 clusters
  Score: Raw -47064152.719204 + Penalty 252304.802133 = -46811847.917071
  nChanged 5
Iteration 453Q (180131.760000 sec): 118 clusters
  Score: Raw -47064153.067514 + Penalty 252304.802133 = -46811848.265382
  nChanged 8
Iteration 454Q (180302.470000 sec): 118 clusters
  Score: Raw -47064153.638839 + Penalty 252304.802133 = -46811848.836707
  nChanged 8
Iteration 455Q (180475.460000 sec): 118 clusters
  Score: Raw -47064154.113599 + Penalty 252304.802133 = -46811849.311466
  nChanged 11
Iteration 456Q (180647.800000 sec): 118 clusters
  Score: Raw -47064154.705987 + Penalty 252304.802133 = -46811849.903854
  nChanged 13
Iteration 457Q (180815.610000 sec): 118 clusters
  Score: Raw -47064155.606504 + Penalty 252304.802133 = -46811850.804372
  nChanged 14
Iteration 458Q (180986.230000 sec): 118 clusters
  Score: Raw -47064156.606979 + Penalty 252304.802133 = -46811851.804846
  nChanged 9
Writing temp clu file 
Because OldScore, -46811850.804372, is greater than current (better) Score,-46811851.804846 
 Compute initial score before splitting:   Score: Raw -47064156.606979 + Penalty 252304.802133 = -46811851.804846
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (3820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (180986.390000 sec): 2 clusters
  Score: Raw -268156.266494 + Penalty 1340.300927 = -266815.965568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (180986.570000 sec): 3 clusters
  Score: Raw -266309.265950 + Penalty 2680.601853 = -263628.664097
  nChanged 1493
		SP:Iteration 1F (180986.750000 sec): 3 clusters
  Score: Raw -267347.369284 + Penalty 2680.601853 = -264666.767431
  nChanged 347
		SP:Iteration 2F (180986.920000 sec): 3 clusters
  Score: Raw -267632.909152 + Penalty 2680.601853 = -264952.307299
  nChanged 258
		SP:Iteration 3F (180987.100000 sec): 3 clusters
  Score: Raw -267844.312977 + Penalty 2680.601853 = -265163.711124
  nChanged 206
		SP:Iteration 4F (180987.270000 sec): 3 clusters
  Score: Raw -267997.905794 + Penalty 2680.601853 = -265317.303941
  nChanged 172
		SP:Iteration 5Q (180987.450000 sec): 3 clusters
  Score: Raw -268098.648357 + Penalty 2680.601853 = -265418.046504
  nChanged 116
		SP:Iteration 6Q (180987.620000 sec): 3 clusters
  Score: Raw -268156.925953 + Penalty 2680.601853 = -265476.324100
  nChanged 90
		SP:Iteration 7Q (180987.800000 sec): 3 clusters
  Score: Raw -268204.665981 + Penalty 2680.601853 = -265524.064128
  nChanged 75
		SP:Iteration 8Q (180987.970000 sec): 3 clusters
  Score: Raw -268244.744197 + Penalty 2680.601853 = -265564.142344
  nChanged 68
		SP:Iteration 9Q (180988.150000 sec): 3 clusters
  Score: Raw -268281.561765 + Penalty 2680.601853 = -265600.959912
  nChanged 63
		SP:Iteration 10Q (180988.330000 sec): 3 clusters
  Score: Raw -268308.805580 + Penalty 2680.601853 = -265628.203727
  nChanged 60
		SP:Iteration 11Q (180988.500000 sec): 3 clusters
  Score: Raw -268336.369712 + Penalty 2680.601853 = -265655.767859
  nChanged 44
		SP:Iteration 12Q (180988.680000 sec): 3 clusters
  Score: Raw -268357.790812 + Penalty 2680.601853 = -265677.188959
  nChanged 46
		SP:Iteration 13Q (180988.850000 sec): 3 clusters
  Score: Raw -268385.596581 + Penalty 2680.601853 = -265704.994728
  nChanged 46
		SP:Iteration 14Q (180989.030000 sec): 3 clusters
  Score: Raw -268403.948141 + Penalty 2680.601853 = -265723.346288
  nChanged 34
		SP:Iteration 15Q (180989.210000 sec): 3 clusters
  Score: Raw -268422.236057 + Penalty 2680.601853 = -265741.634204
  nChanged 45
		SP:Iteration 16Q (180989.370000 sec): 3 clusters
  Score: Raw -268441.082802 + Penalty 2680.601853 = -265760.480949
  nChanged 22
		SP:Iteration 17Q (180989.560000 sec): 3 clusters
  Score: Raw -268445.938849 + Penalty 2680.601853 = -265765.336996
  nChanged 10
		SP:Iteration 18Q (180989.730000 sec): 3 clusters
  Score: Raw -268448.359008 + Penalty 2680.601853 = -265767.757155
  nChanged 6
		SP:Iteration 19Q (180989.910000 sec): 3 clusters
  Score: Raw -268450.685652 + Penalty 2680.601853 = -265770.083799
  nChanged 7
		SP:Iteration 20F (180990.090000 sec): 3 clusters
  Score: Raw -268452.669850 + Penalty 2680.601853 = -265772.067997
  nChanged 9
		SP:Iteration 21Q (180990.260000 sec): 3 clusters
  Score: Raw -268455.716432 + Penalty 2680.601853 = -265775.114579
  nChanged 13
		SP:Iteration 22Q (180990.440000 sec): 3 clusters
  Score: Raw -268460.106229 + Penalty 2680.601853 = -265779.504376
  nChanged 7
		SP:Iteration 23Q (180990.610000 sec): 3 clusters
  Score: Raw -268463.011347 + Penalty 2680.601853 = -265782.409494
  nChanged 8
		SP:Iteration 24Q (180990.790000 sec): 3 clusters
  Score: Raw -268465.450657 + Penalty 2680.601853 = -265784.848804
  nChanged 5
		SP:Iteration 25Q (180990.960000 sec): 3 clusters
  Score: Raw -268466.847449 + Penalty 2680.601853 = -265786.245596
  nChanged 8
		SP:Iteration 26Q (180991.140000 sec): 3 clusters
  Score: Raw -268470.181152 + Penalty 2680.601853 = -265789.579299
  nChanged 9
		SP:Iteration 27Q (180991.310000 sec): 3 clusters
  Score: Raw -268472.370289 + Penalty 2680.601853 = -265791.768436
  nChanged 12
		SP:Iteration 28Q (180991.490000 sec): 3 clusters
  Score: Raw -268475.992172 + Penalty 2680.601853 = -265795.390319
  nChanged 7
		SP:Iteration 29Q (180991.670000 sec): 3 clusters
  Score: Raw -268477.495453 + Penalty 2680.601853 = -265796.893600
  nChanged 8
		SP:Iteration 30Q (180991.830000 sec): 3 clusters
  Score: Raw -268481.238775 + Penalty 2680.601853 = -265800.636921
  nChanged 10
		SP:Iteration 31Q (180991.990000 sec): 3 clusters
  Score: Raw -268483.886018 + Penalty 2680.601853 = -265803.284165
  nChanged 5
		SP:Iteration 32Q (180992.160000 sec): 3 clusters
  Score: Raw -268485.776419 + Penalty 2680.601853 = -265805.174566
  nChanged 3
		SP:Iteration 33Q (180992.330000 sec): 3 clusters
  Score: Raw -268487.670332 + Penalty 2680.601853 = -265807.068479
  nChanged 8
		SP:Iteration 34Q (180992.510000 sec): 3 clusters
  Score: Raw -268489.456523 + Penalty 2680.601853 = -265808.854670
  nChanged 4
		SP:Iteration 35Q (180992.690000 sec): 3 clusters
  Score: Raw -268490.292412 + Penalty 2680.601853 = -265809.690559
  nChanged 2
		SP:Iteration 36Q (180992.860000 sec): 3 clusters
  Score: Raw -268490.625603 + Penalty 2680.601853 = -265810.023750
  nChanged 3
		SP:Iteration 37Q (180993.040000 sec): 3 clusters
  Score: Raw -268491.527895 + Penalty 2680.601853 = -265810.926042
  nChanged 3
		SP:Iteration 38Q (180993.210000 sec): 3 clusters
  Score: Raw -268492.072546 + Penalty 2680.601853 = -265811.470693
  nChanged 2
		SP:Iteration 39Q (180993.390000 sec): 3 clusters
  Score: Raw -268492.692996 + Penalty 2680.601853 = -265812.091142
  nChanged 3
		SP:Iteration 40F (180993.570000 sec): 3 clusters
  Score: Raw -268493.353652 + Penalty 2680.601853 = -265812.751799
  nChanged 1
		SP:Iteration 41Q (180993.740000 sec): 3 clusters
  Score: Raw -268493.935758 + Penalty 2680.601853 = -265813.333905
  nChanged 4
		SP:Iteration 42Q (180993.920000 sec): 3 clusters
  Score: Raw -268495.824987 + Penalty 2680.601853 = -265815.223134
  nChanged 3
		SP:Iteration 43Q (180994.090000 sec): 3 clusters
  Score: Raw -268497.154324 + Penalty 2680.601853 = -265816.552471
  nChanged 4
		SP:Iteration 44Q (180994.270000 sec): 3 clusters
  Score: Raw -268498.587730 + Penalty 2680.601853 = -265817.985877
  nChanged 3
		SP:Iteration 45Q (180994.450000 sec): 3 clusters
  Score: Raw -268499.173542 + Penalty 2680.601853 = -265818.571689
  nChanged 3
		SP:Iteration 46Q (180994.610000 sec): 3 clusters
  Score: Raw -268499.855153 + Penalty 2680.601853 = -265819.253300
  nChanged 2
		SP:Iteration 47Q (180994.770000 sec): 3 clusters
  Score: Raw -268500.242683 + Penalty 2680.601853 = -265819.640830
  nChanged 2
		SP:Iteration 48Q (180994.940000 sec): 3 clusters
  Score: Raw -268500.711084 + Penalty 2680.601853 = -265820.109231
  nChanged 5
		SP:Iteration 49Q (180995.100000 sec): 3 clusters
  Score: Raw -268502.484671 + Penalty 2680.601853 = -265821.882818
  nChanged 6
		SP:Iteration 50Q (180995.260000 sec): 3 clusters
  Score: Raw -268503.733153 + Penalty 2680.601853 = -265823.131300
  nChanged 2
		SP:Iteration 51Q (180995.390000 sec): 3 clusters
  Score: Raw -268504.294303 + Penalty 2680.601853 = -265823.692450
  nChanged 2
		SP:Iteration 52Q (180995.550000 sec): 3 clusters
  Score: Raw -268505.331982 + Penalty 2680.601853 = -265824.730129
  nChanged 4
		SP:Iteration 53Q (180995.710000 sec): 3 clusters
  Score: Raw -268506.697644 + Penalty 2680.601853 = -265826.095791
  nChanged 5
		SP:Iteration 54Q (180995.870000 sec): 3 clusters
  Score: Raw -268507.859849 + Penalty 2680.601853 = -265827.257996
  nChanged 4
		SP:Iteration 55Q (180996.040000 sec): 3 clusters
  Score: Raw -268508.812713 + Penalty 2680.601853 = -265828.210860
  nChanged 3
		SP:Iteration 56Q (180996.200000 sec): 3 clusters
  Score: Raw -268509.506668 + Penalty 2680.601853 = -265828.904815
  nChanged 2
		SP:Iteration 57Q (180996.380000 sec): 3 clusters
  Score: Raw -268510.131492 + Penalty 2680.601853 = -265829.529639
  nChanged 0
		SP:Iteration 58F (180996.460000 sec): 3 clusters
  Score: Raw -268510.131492 + Penalty 2680.601853 = -265829.529639
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (3638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (180996.530000 sec): 2 clusters
  Score: Raw -264378.622170 + Penalty 1332.368271 = -263046.253899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (180996.600000 sec): 3 clusters
  Score: Raw -262600.208092 + Penalty 2664.736542 = -259935.471550
  nChanged 1444
		SP:Iteration 1F (180996.670000 sec): 3 clusters
  Score: Raw -263528.858111 + Penalty 2664.736542 = -260864.121569
  nChanged 325
		SP:Iteration 2F (180996.740000 sec): 3 clusters
  Score: Raw -263758.515356 + Penalty 2664.736542 = -261093.778814
  nChanged 233
		SP:Iteration 3F (180996.810000 sec): 3 clusters
  Score: Raw -263916.782201 + Penalty 2664.736542 = -261252.045660
  nChanged 170
		SP:Iteration 4Q (180996.880000 sec): 3 clusters
  Score: Raw -264050.710668 + Penalty 2664.736542 = -261385.974126
  nChanged 158
		SP:Iteration 5Q (180996.950000 sec): 3 clusters
  Score: Raw -264171.669423 + Penalty 2664.736542 = -261506.932881
  nChanged 147
		SP:Iteration 6Q (180997.020000 sec): 3 clusters
  Score: Raw -264295.353550 + Penalty 2664.736542 = -261630.617008
  nChanged 133
		SP:Iteration 7Q (180997.090000 sec): 3 clusters
  Score: Raw -264390.301370 + Penalty 2664.736542 = -261725.564828
  nChanged 111
		SP:Iteration 8Q (180997.160000 sec): 3 clusters
  Score: Raw -264475.979448 + Penalty 2664.736542 = -261811.242906
  nChanged 116
		SP:Iteration 9Q (180997.230000 sec): 3 clusters
  Score: Raw -264546.231504 + Penalty 2664.736542 = -261881.494962
  nChanged 90
		SP:Iteration 10Q (180997.300000 sec): 3 clusters
  Score: Raw -264601.492325 + Penalty 2664.736542 = -261936.755783
  nChanged 74
		SP:Iteration 11Q (180997.370000 sec): 3 clusters
  Score: Raw -264640.393871 + Penalty 2664.736542 = -261975.657330
  nChanged 70
		SP:Iteration 12Q (180997.440000 sec): 3 clusters
  Score: Raw -264673.510250 + Penalty 2664.736542 = -262008.773708
  nChanged 54
		SP:Iteration 13Q (180997.510000 sec): 3 clusters
  Score: Raw -264704.053361 + Penalty 2664.736542 = -262039.316819
  nChanged 53
		SP:Iteration 14Q (180997.580000 sec): 3 clusters
  Score: Raw -264730.030973 + Penalty 2664.736542 = -262065.294431
  nChanged 47
		SP:Iteration 15Q (180997.650000 sec): 3 clusters
  Score: Raw -264754.473274 + Penalty 2664.736542 = -262089.736733
  nChanged 38
		SP:Iteration 16Q (180997.720000 sec): 3 clusters
  Score: Raw -264774.317336 + Penalty 2664.736542 = -262109.580794
  nChanged 47
		SP:Iteration 17Q (180997.790000 sec): 3 clusters
  Score: Raw -264801.267542 + Penalty 2664.736542 = -262136.531000
  nChanged 42
		SP:Iteration 18Q (180997.860000 sec): 3 clusters
  Score: Raw -264822.967025 + Penalty 2664.736542 = -262158.230483
  nChanged 45
		SP:Iteration 19Q (180997.930000 sec): 3 clusters
  Score: Raw -264842.231681 + Penalty 2664.736542 = -262177.495139
  nChanged 33
		SP:Iteration 20F (180998.010000 sec): 3 clusters
  Score: Raw -264856.907823 + Penalty 2664.736542 = -262192.171281
  nChanged 21
		SP:Iteration 21Q (180998.070000 sec): 3 clusters
  Score: Raw -264864.839857 + Penalty 2664.736542 = -262200.103316
  nChanged 15
		SP:Iteration 22Q (180998.150000 sec): 3 clusters
  Score: Raw -264868.465709 + Penalty 2664.736542 = -262203.729168
  nChanged 13
		SP:Iteration 23Q (180998.210000 sec): 3 clusters
  Score: Raw -264872.145515 + Penalty 2664.736542 = -262207.408973
  nChanged 12
		SP:Iteration 24Q (180998.290000 sec): 3 clusters
  Score: Raw -264874.997239 + Penalty 2664.736542 = -262210.260698
  nChanged 12
		SP:Iteration 25Q (180998.350000 sec): 3 clusters
  Score: Raw -264877.937688 + Penalty 2664.736542 = -262213.201146
  nChanged 2
		SP:Iteration 26Q (180998.420000 sec): 3 clusters
  Score: Raw -264878.132405 + Penalty 2664.736542 = -262213.395863
  nChanged 3
		SP:Iteration 27Q (180998.490000 sec): 3 clusters
  Score: Raw -264878.873606 + Penalty 2664.736542 = -262214.137064
  nChanged 6
		SP:Iteration 28Q (180998.560000 sec): 3 clusters
  Score: Raw -264879.878064 + Penalty 2664.736542 = -262215.141523
  nChanged 3
		SP:Iteration 29Q (180998.630000 sec): 3 clusters
  Score: Raw -264880.275637 + Penalty 2664.736542 = -262215.539095
  nChanged 2
		SP:Iteration 30Q (180998.700000 sec): 3 clusters
  Score: Raw -264880.549849 + Penalty 2664.736542 = -262215.813307
  nChanged 0
		SP:Iteration 31F (180998.770000 sec): 3 clusters
  Score: Raw -264880.549849 + Penalty 2664.736542 = -262215.813307
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (3120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (180998.840000 sec): 2 clusters
  Score: Raw -252051.859853 + Penalty 1307.408096 = -250744.451757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (180998.900000 sec): 3 clusters
  Score: Raw -250605.788217 + Penalty 2614.816191 = -247990.972026
  nChanged 1190
		SP:Iteration 1F (180998.950000 sec): 3 clusters
  Score: Raw -251449.649471 + Penalty 2614.816191 = -248834.833280
  nChanged 263
		SP:Iteration 2F (180999.010000 sec): 3 clusters
  Score: Raw -251676.919056 + Penalty 2614.816191 = -249062.102864
  nChanged 195
		SP:Iteration 3F (180999.070000 sec): 3 clusters
  Score: Raw -251822.659824 + Penalty 2614.816191 = -249207.843632
  nChanged 132
		SP:Iteration 4Q (180999.130000 sec): 3 clusters
  Score: Raw -251907.762593 + Penalty 2614.816191 = -249292.946402
  nChanged 90
		SP:Iteration 5Q (180999.190000 sec): 3 clusters
  Score: Raw -251961.420213 + Penalty 2614.816191 = -249346.604022
  nChanged 75
		SP:Iteration 6Q (180999.250000 sec): 3 clusters
  Score: Raw -252014.316969 + Penalty 2614.816191 = -249399.500777
  nChanged 68
		SP:Iteration 7Q (180999.310000 sec): 3 clusters
  Score: Raw -252055.365221 + Penalty 2614.816191 = -249440.549030
  nChanged 62
		SP:Iteration 8Q (180999.370000 sec): 3 clusters
  Score: Raw -252093.328062 + Penalty 2614.816191 = -249478.511870
  nChanged 62
		SP:Iteration 9Q (180999.430000 sec): 3 clusters
  Score: Raw -252130.722220 + Penalty 2614.816191 = -249515.906029
  nChanged 60
		SP:Iteration 10Q (180999.490000 sec): 3 clusters
  Score: Raw -252163.403088 + Penalty 2614.816191 = -249548.586897
  nChanged 64
		SP:Iteration 11Q (180999.550000 sec): 3 clusters
  Score: Raw -252193.970228 + Penalty 2614.816191 = -249579.154037
  nChanged 54
		SP:Iteration 12Q (180999.610000 sec): 3 clusters
  Score: Raw -252225.472890 + Penalty 2614.816191 = -249610.656698
  nChanged 43
		SP:Iteration 13Q (180999.670000 sec): 3 clusters
  Score: Raw -252248.936673 + Penalty 2614.816191 = -249634.120482
  nChanged 49
		SP:Iteration 14Q (180999.810000 sec): 3 clusters
  Score: Raw -252277.337088 + Penalty 2614.816191 = -249662.520897
  nChanged 60
		SP:Iteration 15Q (180999.990000 sec): 3 clusters
  Score: Raw -252301.614772 + Penalty 2614.816191 = -249686.798581
  nChanged 42
		SP:Iteration 16Q (181000.160000 sec): 3 clusters
  Score: Raw -252325.114763 + Penalty 2614.816191 = -249710.298571
  nChanged 27
		SP:Iteration 17Q (181000.340000 sec): 3 clusters
  Score: Raw -252335.950052 + Penalty 2614.816191 = -249721.133861
  nChanged 21
		SP:Iteration 18Q (181000.510000 sec): 3 clusters
  Score: Raw -252343.164867 + Penalty 2614.816191 = -249728.348675
  nChanged 13
		SP:Iteration 19Q (181000.690000 sec): 3 clusters
  Score: Raw -252348.268049 + Penalty 2614.816191 = -249733.451858
  nChanged 16
		SP:Iteration 20F (181000.870000 sec): 3 clusters
  Score: Raw -252356.041959 + Penalty 2614.816191 = -249741.225768
  nChanged 20
		SP:Iteration 21Q (181001.040000 sec): 3 clusters
  Score: Raw -252365.402713 + Penalty 2614.816191 = -249750.586522
  nChanged 25
		SP:Iteration 22Q (181001.220000 sec): 3 clusters
  Score: Raw -252379.951286 + Penalty 2614.816191 = -249765.135095
  nChanged 32
		SP:Iteration 23Q (181001.400000 sec): 3 clusters
  Score: Raw -252397.662194 + Penalty 2614.816191 = -249782.846002
  nChanged 24
		SP:Iteration 24Q (181001.570000 sec): 3 clusters
  Score: Raw -252408.020624 + Penalty 2614.816191 = -249793.204433
  nChanged 15
		SP:Iteration 25Q (181001.750000 sec): 3 clusters
  Score: Raw -252414.411343 + Penalty 2614.816191 = -249799.595152
  nChanged 17
		SP:Iteration 26Q (181001.920000 sec): 3 clusters
  Score: Raw -252422.105567 + Penalty 2614.816191 = -249807.289376
  nChanged 17
		SP:Iteration 27Q (181002.100000 sec): 3 clusters
  Score: Raw -252428.605429 + Penalty 2614.816191 = -249813.789237
  nChanged 11
		SP:Iteration 28Q (181002.270000 sec): 3 clusters
  Score: Raw -252431.989242 + Penalty 2614.816191 = -249817.173051
  nChanged 12
		SP:Iteration 29Q (181002.450000 sec): 3 clusters
  Score: Raw -252437.575509 + Penalty 2614.816191 = -249822.759318
  nChanged 18
		SP:Iteration 30Q (181002.620000 sec): 3 clusters
  Score: Raw -252443.271250 + Penalty 2614.816191 = -249828.455058
  nChanged 12
		SP:Iteration 31Q (181002.800000 sec): 3 clusters
  Score: Raw -252447.334728 + Penalty 2614.816191 = -249832.518537
  nChanged 13
		SP:Iteration 32Q (181002.980000 sec): 3 clusters
  Score: Raw -252451.219182 + Penalty 2614.816191 = -249836.402991
  nChanged 11
		SP:Iteration 33Q (181003.150000 sec): 3 clusters
  Score: Raw -252453.776233 + Penalty 2614.816191 = -249838.960042
  nChanged 5
		SP:Iteration 34Q (181003.330000 sec): 3 clusters
  Score: Raw -252455.879365 + Penalty 2614.816191 = -249841.063174
  nChanged 6
		SP:Iteration 35Q (181003.500000 sec): 3 clusters
  Score: Raw -252457.843058 + Penalty 2614.816191 = -249843.026866
  nChanged 6
		SP:Iteration 36Q (181003.680000 sec): 3 clusters
  Score: Raw -252459.032521 + Penalty 2614.816191 = -249844.216330
  nChanged 4
		SP:Iteration 37Q (181003.860000 sec): 3 clusters
  Score: Raw -252459.759364 + Penalty 2614.816191 = -249844.943172
  nChanged 2
		SP:Iteration 38Q (181004.030000 sec): 3 clusters
  Score: Raw -252460.210064 + Penalty 2614.816191 = -249845.393873
  nChanged 1
		SP:Iteration 39Q (181004.210000 sec): 3 clusters
  Score: Raw -252460.597077 + Penalty 2614.816191 = -249845.780886
  nChanged 1
		SP:Iteration 40F (181004.380000 sec): 3 clusters
  Score: Raw -252461.018047 + Penalty 2614.816191 = -249846.201855
  nChanged 2
		SP:Iteration 41Q (181004.560000 sec): 3 clusters
  Score: Raw -252461.277745 + Penalty 2614.816191 = -249846.461554
  nChanged 0
		SP:Iteration 42F (181004.740000 sec): 3 clusters
  Score: Raw -252461.277745 + Penalty 2614.816191 = -249846.461554
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (3437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181004.800000 sec): 2 clusters
  Score: Raw -279064.276090 + Penalty 1323.132570 = -277741.143520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181004.980000 sec): 3 clusters
  Score: Raw -277435.791747 + Penalty 2646.265140 = -274789.526607
  nChanged 1331
		SP:Iteration 1F (181005.160000 sec): 3 clusters
  Score: Raw -278281.758623 + Penalty 2646.265140 = -275635.493483
  nChanged 276
		SP:Iteration 2F (181005.330000 sec): 3 clusters
  Score: Raw -278449.672403 + Penalty 2646.265140 = -275803.407263
  nChanged 176
		SP:Iteration 3F (181005.510000 sec): 3 clusters
  Score: Raw -278582.013926 + Penalty 2646.265140 = -275935.748786
  nChanged 153
		SP:Iteration 4Q (181005.680000 sec): 3 clusters
  Score: Raw -278714.009180 + Penalty 2646.265140 = -276067.744040
  nChanged 164
		SP:Iteration 5Q (181005.860000 sec): 3 clusters
  Score: Raw -278856.984226 + Penalty 2646.265140 = -276210.719086
  nChanged 153
		SP:Iteration 6Q (181006.040000 sec): 3 clusters
  Score: Raw -278984.492607 + Penalty 2646.265140 = -276338.227467
  nChanged 140
		SP:Iteration 7Q (181006.210000 sec): 3 clusters
  Score: Raw -279089.508071 + Penalty 2646.265140 = -276443.242931
  nChanged 129
		SP:Iteration 8Q (181006.390000 sec): 3 clusters
  Score: Raw -279169.489635 + Penalty 2646.265140 = -276523.224495
  nChanged 96
		SP:Iteration 9Q (181006.560000 sec): 3 clusters
  Score: Raw -279232.551684 + Penalty 2646.265140 = -276586.286544
  nChanged 87
		SP:Iteration 10Q (181006.740000 sec): 3 clusters
  Score: Raw -279289.250600 + Penalty 2646.265140 = -276642.985460
  nChanged 76
		SP:Iteration 11Q (181006.920000 sec): 3 clusters
  Score: Raw -279333.221081 + Penalty 2646.265140 = -276686.955941
  nChanged 65
		SP:Iteration 12Q (181007.090000 sec): 3 clusters
  Score: Raw -279375.260686 + Penalty 2646.265140 = -276728.995546
  nChanged 54
		SP:Iteration 13Q (181007.270000 sec): 3 clusters
  Score: Raw -279404.642733 + Penalty 2646.265140 = -276758.377593
  nChanged 48
		SP:Iteration 14Q (181007.450000 sec): 3 clusters
  Score: Raw -279430.136543 + Penalty 2646.265140 = -276783.871403
  nChanged 55
		SP:Iteration 15Q (181007.630000 sec): 3 clusters
  Score: Raw -279462.839236 + Penalty 2646.265140 = -276816.574096
  nChanged 51
		SP:Iteration 16Q (181007.800000 sec): 3 clusters
  Score: Raw -279490.753554 + Penalty 2646.265140 = -276844.488414
  nChanged 48
		SP:Iteration 17Q (181007.980000 sec): 3 clusters
  Score: Raw -279512.329536 + Penalty 2646.265140 = -276866.064396
  nChanged 29
		SP:Iteration 18Q (181008.150000 sec): 3 clusters
  Score: Raw -279523.843587 + Penalty 2646.265140 = -276877.578447
  nChanged 35
		SP:Iteration 19Q (181008.330000 sec): 3 clusters
  Score: Raw -279538.896258 + Penalty 2646.265140 = -276892.631118
  nChanged 35
		SP:Iteration 20F (181008.510000 sec): 3 clusters
  Score: Raw -279551.896602 + Penalty 2646.265140 = -276905.631462
  nChanged 25
		SP:Iteration 21Q (181008.680000 sec): 3 clusters
  Score: Raw -279561.842211 + Penalty 2646.265140 = -276915.577071
  nChanged 18
		SP:Iteration 22Q (181008.850000 sec): 3 clusters
  Score: Raw -279567.972001 + Penalty 2646.265140 = -276921.706861
  nChanged 13
		SP:Iteration 23Q (181009.030000 sec): 3 clusters
  Score: Raw -279572.847319 + Penalty 2646.265140 = -276926.582179
  nChanged 11
		SP:Iteration 24Q (181009.210000 sec): 3 clusters
  Score: Raw -279575.555565 + Penalty 2646.265140 = -276929.290425
  nChanged 7
		SP:Iteration 25Q (181009.380000 sec): 3 clusters
  Score: Raw -279577.734552 + Penalty 2646.265140 = -276931.469412
  nChanged 12
		SP:Iteration 26Q (181009.550000 sec): 3 clusters
  Score: Raw -279583.612426 + Penalty 2646.265140 = -276937.347286
  nChanged 15
		SP:Iteration 27Q (181009.710000 sec): 3 clusters
  Score: Raw -279589.154994 + Penalty 2646.265140 = -276942.889854
  nChanged 19
		SP:Iteration 28Q (181009.870000 sec): 3 clusters
  Score: Raw -279596.985736 + Penalty 2646.265140 = -276950.720596
  nChanged 25
		SP:Iteration 29Q (181010.030000 sec): 3 clusters
  Score: Raw -279607.171119 + Penalty 2646.265140 = -276960.905979
  nChanged 23
		SP:Iteration 30Q (181010.200000 sec): 3 clusters
  Score: Raw -279616.162066 + Penalty 2646.265140 = -276969.896926
  nChanged 21
		SP:Iteration 31Q (181010.360000 sec): 3 clusters
  Score: Raw -279622.429536 + Penalty 2646.265140 = -276976.164396
  nChanged 14
		SP:Iteration 32Q (181010.520000 sec): 3 clusters
  Score: Raw -279626.988341 + Penalty 2646.265140 = -276980.723201
  nChanged 7
		SP:Iteration 33Q (181010.690000 sec): 3 clusters
  Score: Raw -279628.930159 + Penalty 2646.265140 = -276982.665019
  nChanged 10
		SP:Iteration 34Q (181010.850000 sec): 3 clusters
  Score: Raw -279633.341219 + Penalty 2646.265140 = -276987.076079
  nChanged 12
		SP:Iteration 35Q (181011.010000 sec): 3 clusters
  Score: Raw -279638.657922 + Penalty 2646.265140 = -276992.392783
  nChanged 13
		SP:Iteration 36Q (181011.180000 sec): 3 clusters
  Score: Raw -279644.161910 + Penalty 2646.265140 = -276997.896770
  nChanged 23
		SP:Iteration 37Q (181011.340000 sec): 3 clusters
  Score: Raw -279654.669525 + Penalty 2646.265140 = -277008.404385
  nChanged 23
		SP:Iteration 38Q (181011.500000 sec): 3 clusters
  Score: Raw -279667.671075 + Penalty 2646.265140 = -277021.405935
  nChanged 28
		SP:Iteration 39Q (181011.670000 sec): 3 clusters
  Score: Raw -279684.842127 + Penalty 2646.265140 = -277038.576987
  nChanged 25
		SP:Iteration 40F (181011.830000 sec): 3 clusters
  Score: Raw -279702.103869 + Penalty 2646.265140 = -277055.838729
  nChanged 29
		SP:Iteration 41Q (181012.010000 sec): 3 clusters
  Score: Raw -279716.704710 + Penalty 2646.265140 = -277070.439570
  nChanged 31
		SP:Iteration 42Q (181012.180000 sec): 3 clusters
  Score: Raw -279733.684134 + Penalty 2646.265140 = -277087.418994
  nChanged 19
		SP:Iteration 43Q (181012.250000 sec): 3 clusters
  Score: Raw -279742.520421 + Penalty 2646.265140 = -277096.255281
  nChanged 20
		SP:Iteration 44Q (181012.320000 sec): 3 clusters
  Score: Raw -279752.208713 + Penalty 2646.265140 = -277105.943573
  nChanged 16
		SP:Iteration 45Q (181012.390000 sec): 3 clusters
  Score: Raw -279758.536427 + Penalty 2646.265140 = -277112.271287
  nChanged 8
		SP:Iteration 46Q (181012.460000 sec): 3 clusters
  Score: Raw -279763.229661 + Penalty 2646.265140 = -277116.964521
  nChanged 10
		SP:Iteration 47Q (181012.520000 sec): 3 clusters
  Score: Raw -279767.188275 + Penalty 2646.265140 = -277120.923135
  nChanged 9
		SP:Iteration 48Q (181012.590000 sec): 3 clusters
  Score: Raw -279770.811739 + Penalty 2646.265140 = -277124.546599
  nChanged 4
		SP:Iteration 49Q (181012.660000 sec): 3 clusters
  Score: Raw -279772.244184 + Penalty 2646.265140 = -277125.979044
  nChanged 8
		SP:Iteration 50Q (181012.730000 sec): 3 clusters
  Score: Raw -279774.314534 + Penalty 2646.265140 = -277128.049394
  nChanged 3
		SP:Iteration 51Q (181012.790000 sec): 3 clusters
  Score: Raw -279774.850737 + Penalty 2646.265140 = -277128.585597
  nChanged 2
		SP:Iteration 52Q (181012.860000 sec): 3 clusters
  Score: Raw -279776.070958 + Penalty 2646.265140 = -277129.805818
  nChanged 4
		SP:Iteration 53Q (181012.930000 sec): 3 clusters
  Score: Raw -279777.569695 + Penalty 2646.265140 = -277131.304555
  nChanged 4
		SP:Iteration 54Q (181012.990000 sec): 3 clusters
  Score: Raw -279778.996256 + Penalty 2646.265140 = -277132.731116
  nChanged 3
		SP:Iteration 55Q (181013.060000 sec): 3 clusters
  Score: Raw -279780.757413 + Penalty 2646.265140 = -277134.492274
  nChanged 6
		SP:Iteration 56Q (181013.130000 sec): 3 clusters
  Score: Raw -279783.402326 + Penalty 2646.265140 = -277137.137186
  nChanged 9
		SP:Iteration 57Q (181013.300000 sec): 3 clusters
  Score: Raw -279788.135972 + Penalty 2646.265140 = -277141.870832
  nChanged 9
		SP:Iteration 58Q (181013.370000 sec): 3 clusters
  Score: Raw -279791.718476 + Penalty 2646.265140 = -277145.453336
  nChanged 6
		SP:Iteration 59Q (181013.450000 sec): 3 clusters
  Score: Raw -279793.799974 + Penalty 2646.265140 = -277147.534834
  nChanged 4
		SP:Iteration 60F (181013.510000 sec): 3 clusters
  Score: Raw -279795.410088 + Penalty 2646.265140 = -277149.144948
  nChanged 4
		SP:Iteration 61Q (181013.580000 sec): 3 clusters
  Score: Raw -279796.713871 + Penalty 2646.265140 = -277150.448731
  nChanged 2
		SP:Iteration 62Q (181013.650000 sec): 3 clusters
  Score: Raw -279797.864555 + Penalty 2646.265140 = -277151.599415
  nChanged 4
		SP:Iteration 63Q (181013.710000 sec): 3 clusters
  Score: Raw -279799.813702 + Penalty 2646.265140 = -277153.548562
  nChanged 2
		SP:Iteration 64Q (181013.770000 sec): 3 clusters
  Score: Raw -279800.088239 + Penalty 2646.265140 = -277153.823099
  nChanged 0
		SP:Iteration 65F (181013.840000 sec): 3 clusters
  Score: Raw -279800.088239 + Penalty 2646.265140 = -277153.823099
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (3868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181013.910000 sec): 2 clusters
  Score: Raw -299956.555307 + Penalty 1342.330089 = -298614.225218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181013.990000 sec): 3 clusters
  Score: Raw -298014.914951 + Penalty 2684.660178 = -295330.254773
  nChanged 1532
		SP:Iteration 1F (181014.060000 sec): 3 clusters
  Score: Raw -299083.365373 + Penalty 2684.660178 = -296398.705194
  nChanged 375
		SP:Iteration 2F (181014.130000 sec): 3 clusters
  Score: Raw -299443.136222 + Penalty 2684.660178 = -296758.476044
  nChanged 298
		SP:Iteration 3F (181014.210000 sec): 3 clusters
  Score: Raw -299738.090848 + Penalty 2684.660178 = -297053.430670
  nChanged 258
		SP:Iteration 4F (181014.280000 sec): 3 clusters
  Score: Raw -299989.037167 + Penalty 2684.660178 = -297304.376989
  nChanged 195
		SP:Iteration 5F (181014.350000 sec): 3 clusters
  Score: Raw -300169.488943 + Penalty 2684.660178 = -297484.828765
  nChanged 169
		SP:Iteration 6Q (181014.420000 sec): 3 clusters
  Score: Raw -300297.026410 + Penalty 2684.660178 = -297612.366232
  nChanged 139
		SP:Iteration 7Q (181014.490000 sec): 3 clusters
  Score: Raw -300387.919860 + Penalty 2684.660178 = -297703.259682
  nChanged 107
		SP:Iteration 8Q (181014.570000 sec): 3 clusters
  Score: Raw -300446.746763 + Penalty 2684.660178 = -297762.086585
  nChanged 74
		SP:Iteration 9Q (181014.640000 sec): 3 clusters
  Score: Raw -300491.261134 + Penalty 2684.660178 = -297806.600956
  nChanged 70
		SP:Iteration 10Q (181014.710000 sec): 3 clusters
  Score: Raw -300532.880337 + Penalty 2684.660178 = -297848.220158
  nChanged 56
		SP:Iteration 11Q (181014.780000 sec): 3 clusters
  Score: Raw -300565.001474 + Penalty 2684.660178 = -297880.341296
  nChanged 58
		SP:Iteration 12Q (181014.850000 sec): 3 clusters
  Score: Raw -300594.934935 + Penalty 2684.660178 = -297910.274757
  nChanged 46
		SP:Iteration 13Q (181014.920000 sec): 3 clusters
  Score: Raw -300620.731432 + Penalty 2684.660178 = -297936.071253
  nChanged 53
		SP:Iteration 14Q (181014.990000 sec): 3 clusters
  Score: Raw -300640.729757 + Penalty 2684.660178 = -297956.069578
  nChanged 44
		SP:Iteration 15Q (181015.060000 sec): 3 clusters
  Score: Raw -300659.849329 + Penalty 2684.660178 = -297975.189151
  nChanged 30
		SP:Iteration 16Q (181015.130000 sec): 3 clusters
  Score: Raw -300669.569073 + Penalty 2684.660178 = -297984.908894
  nChanged 23
		SP:Iteration 17Q (181015.210000 sec): 3 clusters
  Score: Raw -300675.210051 + Penalty 2684.660178 = -297990.549873
  nChanged 12
		SP:Iteration 18Q (181015.280000 sec): 3 clusters
  Score: Raw -300679.287406 + Penalty 2684.660178 = -297994.627227
  nChanged 16
		SP:Iteration 19Q (181015.430000 sec): 3 clusters
  Score: Raw -300683.883547 + Penalty 2684.660178 = -297999.223368
  nChanged 12
		SP:Iteration 20F (181015.600000 sec): 3 clusters
  Score: Raw -300687.182704 + Penalty 2684.660178 = -298002.522526
  nChanged 7
		SP:Iteration 21Q (181015.780000 sec): 3 clusters
  Score: Raw -300689.412470 + Penalty 2684.660178 = -298004.752291
  nChanged 6
		SP:Iteration 22Q (181015.950000 sec): 3 clusters
  Score: Raw -300691.203490 + Penalty 2684.660178 = -298006.543312
  nChanged 3
		SP:Iteration 23Q (181016.130000 sec): 3 clusters
  Score: Raw -300691.480459 + Penalty 2684.660178 = -298006.820280
  nChanged 0
		SP:Iteration 24F (181016.310000 sec): 3 clusters
  Score: Raw -300691.480459 + Penalty 2684.660178 = -298006.820280
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (6575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181016.420000 sec): 2 clusters
  Score: Raw -561137.562577 + Penalty 1428.542352 = -559709.020225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181016.640000 sec): 3 clusters
  Score: Raw -557618.990133 + Penalty 2857.084704 = -554761.905430
  nChanged 2721
		SP:Iteration 1F (181016.850000 sec): 3 clusters
  Score: Raw -559177.085490 + Penalty 2857.084704 = -556320.000787
  nChanged 511
		SP:Iteration 2F (181017.030000 sec): 3 clusters
  Score: Raw -559535.659798 + Penalty 2857.084704 = -556678.575094
  nChanged 441
		SP:Iteration 3F (181017.190000 sec): 3 clusters
  Score: Raw -559817.510466 + Penalty 2857.084704 = -556960.425763
  nChanged 375
		SP:Iteration 4F (181017.360000 sec): 3 clusters
  Score: Raw -560063.695830 + Penalty 2857.084704 = -557206.611127
  nChanged 317
		SP:Iteration 5Q (181017.520000 sec): 3 clusters
  Score: Raw -560258.319425 + Penalty 2857.084704 = -557401.234721
  nChanged 264
		SP:Iteration 6Q (181017.690000 sec): 3 clusters
  Score: Raw -560385.995495 + Penalty 2857.084704 = -557528.910791
  nChanged 225
		SP:Iteration 7Q (181017.850000 sec): 3 clusters
  Score: Raw -560469.130857 + Penalty 2857.084704 = -557612.046153
  nChanged 142
		SP:Iteration 8Q (181018.010000 sec): 3 clusters
  Score: Raw -560516.389516 + Penalty 2857.084704 = -557659.304813
  nChanged 122
		SP:Iteration 9Q (181018.220000 sec): 3 clusters
  Score: Raw -560561.339228 + Penalty 2857.084704 = -557704.254524
  nChanged 106
		SP:Iteration 10Q (181018.380000 sec): 3 clusters
  Score: Raw -560600.377445 + Penalty 2857.084704 = -557743.292742
  nChanged 98
		SP:Iteration 11Q (181018.550000 sec): 3 clusters
  Score: Raw -560630.569241 + Penalty 2857.084704 = -557773.484537
  nChanged 77
		SP:Iteration 12Q (181018.710000 sec): 3 clusters
  Score: Raw -560650.292343 + Penalty 2857.084704 = -557793.207640
  nChanged 60
		SP:Iteration 13Q (181018.870000 sec): 3 clusters
  Score: Raw -560665.166896 + Penalty 2857.084704 = -557808.082192
  nChanged 51
		SP:Iteration 14Q (181019.040000 sec): 3 clusters
  Score: Raw -560679.823212 + Penalty 2857.084704 = -557822.738509
  nChanged 59
		SP:Iteration 15Q (181019.200000 sec): 3 clusters
  Score: Raw -560695.365971 + Penalty 2857.084704 = -557838.281268
  nChanged 45
		SP:Iteration 16Q (181019.370000 sec): 3 clusters
  Score: Raw -560707.016944 + Penalty 2857.084704 = -557849.932240
  nChanged 44
		SP:Iteration 17Q (181019.530000 sec): 3 clusters
  Score: Raw -560716.243516 + Penalty 2857.084704 = -557859.158812
  nChanged 37
		SP:Iteration 18Q (181019.690000 sec): 3 clusters
  Score: Raw -560724.289247 + Penalty 2857.084704 = -557867.204543
  nChanged 34
		SP:Iteration 19Q (181019.850000 sec): 3 clusters
  Score: Raw -560729.658355 + Penalty 2857.084704 = -557872.573652
  nChanged 32
		SP:Iteration 20F (181020.020000 sec): 3 clusters
  Score: Raw -560735.975126 + Penalty 2857.084704 = -557878.890423
  nChanged 32
		SP:Iteration 21Q (181020.180000 sec): 3 clusters
  Score: Raw -560741.320187 + Penalty 2857.084704 = -557884.235483
  nChanged 23
		SP:Iteration 22Q (181020.350000 sec): 3 clusters
  Score: Raw -560746.233078 + Penalty 2857.084704 = -557889.148375
  nChanged 32
		SP:Iteration 23Q (181020.510000 sec): 3 clusters
  Score: Raw -560752.018339 + Penalty 2857.084704 = -557894.933635
  nChanged 22
		SP:Iteration 24Q (181020.670000 sec): 3 clusters
  Score: Raw -560756.222437 + Penalty 2857.084704 = -557899.137734
  nChanged 23
		SP:Iteration 25Q (181020.870000 sec): 3 clusters
  Score: Raw -560759.851201 + Penalty 2857.084704 = -557902.766498
  nChanged 23
		SP:Iteration 26Q (181020.970000 sec): 3 clusters
  Score: Raw -560764.914581 + Penalty 2857.084704 = -557907.829878
  nChanged 26
		SP:Iteration 27Q (181021.150000 sec): 3 clusters
  Score: Raw -560769.215456 + Penalty 2857.084704 = -557912.130753
  nChanged 30
		SP:Iteration 28Q (181021.250000 sec): 3 clusters
  Score: Raw -560774.421771 + Penalty 2857.084704 = -557917.337068
  nChanged 32
		SP:Iteration 29Q (181021.350000 sec): 3 clusters
  Score: Raw -560780.534208 + Penalty 2857.084704 = -557923.449505
  nChanged 31
		SP:Iteration 30Q (181021.550000 sec): 3 clusters
  Score: Raw -560787.051079 + Penalty 2857.084704 = -557929.966375
  nChanged 30
		SP:Iteration 31Q (181021.760000 sec): 3 clusters
  Score: Raw -560793.208534 + Penalty 2857.084704 = -557936.123831
  nChanged 38
		SP:Iteration 32Q (181021.930000 sec): 3 clusters
  Score: Raw -560799.594181 + Penalty 2857.084704 = -557942.509478
  nChanged 26
		SP:Iteration 33Q (181022.140000 sec): 3 clusters
  Score: Raw -560803.685123 + Penalty 2857.084704 = -557946.600419
  nChanged 20
		SP:Iteration 34Q (181022.350000 sec): 3 clusters
  Score: Raw -560807.761295 + Penalty 2857.084704 = -557950.676591
  nChanged 23
		SP:Iteration 35Q (181022.560000 sec): 3 clusters
  Score: Raw -560811.551639 + Penalty 2857.084704 = -557954.466935
  nChanged 19
		SP:Iteration 36Q (181022.760000 sec): 3 clusters
  Score: Raw -560814.621974 + Penalty 2857.084704 = -557957.537270
  nChanged 17
		SP:Iteration 37Q (181022.970000 sec): 3 clusters
  Score: Raw -560818.034459 + Penalty 2857.084704 = -557960.949755
  nChanged 21
		SP:Iteration 38Q (181023.170000 sec): 3 clusters
  Score: Raw -560822.882552 + Penalty 2857.084704 = -557965.797849
  nChanged 36
		SP:Iteration 39Q (181023.380000 sec): 3 clusters
  Score: Raw -560829.811000 + Penalty 2857.084704 = -557972.726297
  nChanged 29
		SP:Iteration 40F (181023.550000 sec): 3 clusters
  Score: Raw -560837.288430 + Penalty 2857.084704 = -557980.203727
  nChanged 45
		SP:Iteration 41Q (181023.750000 sec): 3 clusters
  Score: Raw -560847.847362 + Penalty 2857.084704 = -557990.762658
  nChanged 35
		SP:Iteration 42Q (181023.960000 sec): 3 clusters
  Score: Raw -560853.935380 + Penalty 2857.084704 = -557996.850676
  nChanged 33
		SP:Iteration 43Q (181024.160000 sec): 3 clusters
  Score: Raw -560860.084810 + Penalty 2857.084704 = -558003.000106
  nChanged 40
		SP:Iteration 44Q (181024.370000 sec): 3 clusters
  Score: Raw -560868.560984 + Penalty 2857.084704 = -558011.476281
  nChanged 34
		SP:Iteration 45Q (181024.580000 sec): 3 clusters
  Score: Raw -560875.315319 + Penalty 2857.084704 = -558018.230616
  nChanged 37
		SP:Iteration 46Q (181024.770000 sec): 3 clusters
  Score: Raw -560881.133592 + Penalty 2857.084704 = -558024.048889
  nChanged 32
		SP:Iteration 47Q (181024.870000 sec): 3 clusters
  Score: Raw -560888.968600 + Penalty 2857.084704 = -558031.883897
  nChanged 40
		SP:Iteration 48Q (181024.980000 sec): 3 clusters
  Score: Raw -560899.282313 + Penalty 2857.084704 = -558042.197609
  nChanged 42
		SP:Iteration 49Q (181025.080000 sec): 3 clusters
  Score: Raw -560909.899900 + Penalty 2857.084704 = -558052.815196
  nChanged 42
		SP:Iteration 50Q (181025.180000 sec): 3 clusters
  Score: Raw -560919.253276 + Penalty 2857.084704 = -558062.168573
  nChanged 34
		SP:Iteration 51Q (181025.280000 sec): 3 clusters
  Score: Raw -560926.128443 + Penalty 2857.084704 = -558069.043739
  nChanged 38
		SP:Iteration 52Q (181025.380000 sec): 3 clusters
  Score: Raw -560934.278302 + Penalty 2857.084704 = -558077.193598
  nChanged 39
		SP:Iteration 53Q (181025.480000 sec): 3 clusters
  Score: Raw -560944.729736 + Penalty 2857.084704 = -558087.645032
  nChanged 46
		SP:Iteration 54Q (181025.590000 sec): 3 clusters
  Score: Raw -560957.600940 + Penalty 2857.084704 = -558100.516236
  nChanged 58
		SP:Iteration 55Q (181025.700000 sec): 3 clusters
  Score: Raw -560975.265261 + Penalty 2857.084704 = -558118.180558
  nChanged 61
		SP:Iteration 56Q (181025.800000 sec): 3 clusters
  Score: Raw -560994.879543 + Penalty 2857.084704 = -558137.794840
  nChanged 63
		SP:Iteration 57Q (181025.900000 sec): 3 clusters
  Score: Raw -561013.172249 + Penalty 2857.084704 = -558156.087546
  nChanged 58
		SP:Iteration 58Q (181026.000000 sec): 3 clusters
  Score: Raw -561033.602726 + Penalty 2857.084704 = -558176.518022
  nChanged 61
		SP:Iteration 59Q (181026.100000 sec): 3 clusters
  Score: Raw -561055.292869 + Penalty 2857.084704 = -558198.208165
  nChanged 70
		SP:Iteration 60F (181026.210000 sec): 3 clusters
  Score: Raw -561078.092592 + Penalty 2857.084704 = -558221.007889
  nChanged 54
		SP:Iteration 61Q (181026.310000 sec): 3 clusters
  Score: Raw -561097.469322 + Penalty 2857.084704 = -558240.384619
  nChanged 51
		SP:Iteration 62Q (181026.410000 sec): 3 clusters
  Score: Raw -561118.909316 + Penalty 2857.084704 = -558261.824612
  nChanged 70
		SP:Iteration 63Q (181026.510000 sec): 3 clusters
  Score: Raw -561150.882307 + Penalty 2857.084704 = -558293.797604
  nChanged 71
		SP:Iteration 64Q (181026.710000 sec): 3 clusters
  Score: Raw -561181.814090 + Penalty 2857.084704 = -558324.729386
  nChanged 78
		SP:Iteration 65Q (181026.920000 sec): 3 clusters
  Score: Raw -561220.092015 + Penalty 2857.084704 = -558363.007311
  nChanged 82
		SP:Iteration 66Q (181027.090000 sec): 3 clusters
  Score: Raw -561256.667641 + Penalty 2857.084704 = -558399.582937
  nChanged 80
		SP:Iteration 67Q (181027.270000 sec): 3 clusters
  Score: Raw -561290.590236 + Penalty 2857.084704 = -558433.505532
  nChanged 73
		SP:Iteration 68Q (181027.490000 sec): 3 clusters
  Score: Raw -561322.609197 + Penalty 2857.084704 = -558465.524493
  nChanged 61
		SP:Iteration 69Q (181027.650000 sec): 3 clusters
  Score: Raw -561362.828683 + Penalty 2857.084704 = -558505.743980
  nChanged 59
		SP:Iteration 70Q (181027.810000 sec): 3 clusters
  Score: Raw -561400.153581 + Penalty 2857.084704 = -558543.068878
  nChanged 59
		SP:Iteration 71Q (181027.970000 sec): 3 clusters
  Score: Raw -561436.126681 + Penalty 2857.084704 = -558579.041978
  nChanged 54
		SP:Iteration 72Q (181028.140000 sec): 3 clusters
  Score: Raw -561469.946013 + Penalty 2857.084704 = -558612.861309
  nChanged 49
		SP:Iteration 73Q (181028.350000 sec): 3 clusters
  Score: Raw -561492.327597 + Penalty 2857.084704 = -558635.242893
  nChanged 31
		SP:Iteration 74Q (181028.510000 sec): 3 clusters
  Score: Raw -561505.750965 + Penalty 2857.084704 = -558648.666262
  nChanged 25
		SP:Iteration 75Q (181028.680000 sec): 3 clusters
  Score: Raw -561519.567890 + Penalty 2857.084704 = -558662.483186
  nChanged 26
		SP:Iteration 76Q (181028.840000 sec): 3 clusters
  Score: Raw -561532.863698 + Penalty 2857.084704 = -558675.778994
  nChanged 17
		SP:Iteration 77Q (181028.940000 sec): 3 clusters
  Score: Raw -561541.677687 + Penalty 2857.084704 = -558684.592983
  nChanged 21
		SP:Iteration 78Q (181029.130000 sec): 3 clusters
  Score: Raw -561559.089279 + Penalty 2857.084704 = -558702.004576
  nChanged 24
		SP:Iteration 79Q (181029.340000 sec): 3 clusters
  Score: Raw -561568.963956 + Penalty 2857.084704 = -558711.879253
  nChanged 18
		SP:Iteration 80F (181029.520000 sec): 3 clusters
  Score: Raw -561575.608002 + Penalty 2857.084704 = -558718.523298
  nChanged 15
		SP:Iteration 81Q (181029.730000 sec): 3 clusters
  Score: Raw -561580.492390 + Penalty 2857.084704 = -558723.407687
  nChanged 9
		SP:Iteration 82Q (181029.900000 sec): 3 clusters
  Score: Raw -561587.532242 + Penalty 2857.084704 = -558730.447539
  nChanged 14
		SP:Iteration 83Q (181030.080000 sec): 3 clusters
  Score: Raw -561597.964413 + Penalty 2857.084704 = -558740.879710
  nChanged 24
		SP:Iteration 84Q (181030.210000 sec): 3 clusters
  Score: Raw -561610.194030 + Penalty 2857.084704 = -558753.109326
  nChanged 17
		SP:Iteration 85Q (181030.370000 sec): 3 clusters
  Score: Raw -561618.325661 + Penalty 2857.084704 = -558761.240957
  nChanged 12
		SP:Iteration 86Q (181030.540000 sec): 3 clusters
  Score: Raw -561622.912015 + Penalty 2857.084704 = -558765.827311
  nChanged 5
		SP:Iteration 87Q (181030.700000 sec): 3 clusters
  Score: Raw -561624.645703 + Penalty 2857.084704 = -558767.560999
  nChanged 4
		SP:Iteration 88Q (181030.870000 sec): 3 clusters
  Score: Raw -561626.810510 + Penalty 2857.084704 = -558769.725807
  nChanged 4
		SP:Iteration 89Q (181031.030000 sec): 3 clusters
  Score: Raw -561628.856611 + Penalty 2857.084704 = -558771.771908
  nChanged 3
		SP:Iteration 90Q (181031.190000 sec): 3 clusters
  Score: Raw -561629.824772 + Penalty 2857.084704 = -558772.740069
  nChanged 1
		SP:Iteration 91Q (181031.400000 sec): 3 clusters
  Score: Raw -561630.791133 + Penalty 2857.084704 = -558773.706430
  nChanged 3
		SP:Iteration 92Q (181031.560000 sec): 3 clusters
  Score: Raw -561632.892694 + Penalty 2857.084704 = -558775.807990
  nChanged 8
		SP:Iteration 93Q (181031.720000 sec): 3 clusters
  Score: Raw -561636.199262 + Penalty 2857.084704 = -558779.114558
  nChanged 5
		SP:Iteration 94Q (181031.890000 sec): 3 clusters
  Score: Raw -561638.896889 + Penalty 2857.084704 = -558781.812186
  nChanged 4
		SP:Iteration 95Q (181032.050000 sec): 3 clusters
  Score: Raw -561641.381295 + Penalty 2857.084704 = -558784.296591
  nChanged 5
		SP:Iteration 96Q (181032.210000 sec): 3 clusters
  Score: Raw -561643.638991 + Penalty 2857.084704 = -558786.554287
  nChanged 3
		SP:Iteration 97Q (181032.380000 sec): 3 clusters
  Score: Raw -561646.078692 + Penalty 2857.084704 = -558788.993988
  nChanged 5
		SP:Iteration 98Q (181032.540000 sec): 3 clusters
  Score: Raw -561648.050511 + Penalty 2857.084704 = -558790.965807
  nChanged 3
		SP:Iteration 99Q (181032.750000 sec): 3 clusters
  Score: Raw -561649.626402 + Penalty 2857.084704 = -558792.541699
  nChanged 3
		SP:Iteration 100F (181032.930000 sec): 3 clusters
  Score: Raw -561651.290370 + Penalty 2857.084704 = -558794.205666
  nChanged 2
		SP:Iteration 101Q (181033.150000 sec): 3 clusters
  Score: Raw -561652.212564 + Penalty 2857.084704 = -558795.127860
  nChanged 0
		SP:Iteration 102F (181033.330000 sec): 3 clusters
  Score: Raw -561652.212564 + Penalty 2857.084704 = -558795.127860
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (4790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181033.460000 sec): 2 clusters
  Score: Raw -405185.237336 + Penalty 1377.071425 = -403808.165911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181033.650000 sec): 3 clusters
  Score: Raw -402746.638717 + Penalty 2754.142849 = -399992.495868
  nChanged 1915
		SP:Iteration 1F (181033.800000 sec): 3 clusters
  Score: Raw -403891.143650 + Penalty 2754.142849 = -401137.000800
  nChanged 427
		SP:Iteration 2F (181033.980000 sec): 3 clusters
  Score: Raw -404205.649246 + Penalty 2754.142849 = -401451.506396
  nChanged 327
		SP:Iteration 3F (181034.150000 sec): 3 clusters
  Score: Raw -404457.123960 + Penalty 2754.142849 = -401702.981110
  nChanged 282
		SP:Iteration 4F (181034.330000 sec): 3 clusters
  Score: Raw -404677.140769 + Penalty 2754.142849 = -401922.997920
  nChanged 258
		SP:Iteration 5F (181034.500000 sec): 3 clusters
  Score: Raw -404885.340637 + Penalty 2754.142849 = -402131.197788
  nChanged 250
		SP:Iteration 6F (181034.680000 sec): 3 clusters
  Score: Raw -405117.520253 + Penalty 2754.142849 = -402363.377403
  nChanged 233
		SP:Iteration 7Q (181034.850000 sec): 3 clusters
  Score: Raw -405313.851012 + Penalty 2754.142849 = -402559.708163
  nChanged 199
		SP:Iteration 8Q (181035.030000 sec): 3 clusters
  Score: Raw -405470.847178 + Penalty 2754.142849 = -402716.704329
  nChanged 170
		SP:Iteration 9Q (181035.210000 sec): 3 clusters
  Score: Raw -405593.377077 + Penalty 2754.142849 = -402839.234227
  nChanged 139
		SP:Iteration 10Q (181035.380000 sec): 3 clusters
  Score: Raw -405671.534947 + Penalty 2754.142849 = -402917.392097
  nChanged 104
		SP:Iteration 11Q (181035.560000 sec): 3 clusters
  Score: Raw -405717.225746 + Penalty 2754.142849 = -402963.082897
  nChanged 72
		SP:Iteration 12Q (181035.730000 sec): 3 clusters
  Score: Raw -405746.739862 + Penalty 2754.142849 = -402992.597013
  nChanged 51
		SP:Iteration 13Q (181035.910000 sec): 3 clusters
  Score: Raw -405763.045998 + Penalty 2754.142849 = -403008.903148
  nChanged 32
		SP:Iteration 14Q (181036.090000 sec): 3 clusters
  Score: Raw -405773.947077 + Penalty 2754.142849 = -403019.804227
  nChanged 27
		SP:Iteration 15Q (181036.260000 sec): 3 clusters
  Score: Raw -405779.888996 + Penalty 2754.142849 = -403025.746147
  nChanged 22
		SP:Iteration 16Q (181036.440000 sec): 3 clusters
  Score: Raw -405784.111045 + Penalty 2754.142849 = -403029.968195
  nChanged 10
		SP:Iteration 17Q (181036.610000 sec): 3 clusters
  Score: Raw -405786.491800 + Penalty 2754.142849 = -403032.348950
  nChanged 13
		SP:Iteration 18Q (181036.790000 sec): 3 clusters
  Score: Raw -405789.872218 + Penalty 2754.142849 = -403035.729369
  nChanged 15
		SP:Iteration 19Q (181036.970000 sec): 3 clusters
  Score: Raw -405792.535448 + Penalty 2754.142849 = -403038.392599
  nChanged 8
		SP:Iteration 20F (181037.140000 sec): 3 clusters
  Score: Raw -405794.427084 + Penalty 2754.142849 = -403040.284235
  nChanged 14
		SP:Iteration 21Q (181037.310000 sec): 3 clusters
  Score: Raw -405797.948733 + Penalty 2754.142849 = -403043.805883
  nChanged 12
		SP:Iteration 22Q (181037.490000 sec): 3 clusters
  Score: Raw -405802.271928 + Penalty 2754.142849 = -403048.129079
  nChanged 16
		SP:Iteration 23Q (181037.660000 sec): 3 clusters
  Score: Raw -405808.102712 + Penalty 2754.142849 = -403053.959862
  nChanged 16
		SP:Iteration 24Q (181037.830000 sec): 3 clusters
  Score: Raw -405813.095810 + Penalty 2754.142849 = -403058.952961
  nChanged 12
		SP:Iteration 25Q (181038.010000 sec): 3 clusters
  Score: Raw -405816.770062 + Penalty 2754.142849 = -403062.627213
  nChanged 10
		SP:Iteration 26Q (181038.190000 sec): 3 clusters
  Score: Raw -405819.734680 + Penalty 2754.142849 = -403065.591831
  nChanged 13
		SP:Iteration 27Q (181038.360000 sec): 3 clusters
  Score: Raw -405822.449244 + Penalty 2754.142849 = -403068.306394
  nChanged 10
		SP:Iteration 28Q (181038.540000 sec): 3 clusters
  Score: Raw -405824.194351 + Penalty 2754.142849 = -403070.051501
  nChanged 4
		SP:Iteration 29Q (181038.710000 sec): 3 clusters
  Score: Raw -405825.317772 + Penalty 2754.142849 = -403071.174923
  nChanged 3
		SP:Iteration 30Q (181038.890000 sec): 3 clusters
  Score: Raw -405825.676423 + Penalty 2754.142849 = -403071.533574
  nChanged 3
		SP:Iteration 31Q (181039.060000 sec): 3 clusters
  Score: Raw -405826.137202 + Penalty 2754.142849 = -403071.994353
  nChanged 3
		SP:Iteration 32Q (181039.190000 sec): 3 clusters
  Score: Raw -405826.789524 + Penalty 2754.142849 = -403072.646675
  nChanged 3
		SP:Iteration 33Q (181039.370000 sec): 3 clusters
  Score: Raw -405827.353272 + Penalty 2754.142849 = -403073.210423
  nChanged 6
		SP:Iteration 34Q (181039.540000 sec): 3 clusters
  Score: Raw -405827.979277 + Penalty 2754.142849 = -403073.836428
  nChanged 2
		SP:Iteration 35Q (181039.720000 sec): 3 clusters
  Score: Raw -405828.301700 + Penalty 2754.142849 = -403074.158850
  nChanged 1
		SP:Iteration 36Q (181039.920000 sec): 3 clusters
  Score: Raw -405828.529519 + Penalty 2754.142849 = -403074.386670
  nChanged 1
		SP:Iteration 37Q (181040.110000 sec): 3 clusters
  Score: Raw -405828.672711 + Penalty 2754.142849 = -403074.529862
  nChanged 2
		SP:Iteration 38Q (181040.270000 sec): 3 clusters
  Score: Raw -405829.048452 + Penalty 2754.142849 = -403074.905603
  nChanged 2
		SP:Iteration 39Q (181040.350000 sec): 3 clusters
  Score: Raw -405829.644938 + Penalty 2754.142849 = -403075.502088
  nChanged 1
		SP:Iteration 40F (181040.430000 sec): 3 clusters
  Score: Raw -405829.893117 + Penalty 2754.142849 = -403075.750267
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (4403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181040.510000 sec): 2 clusters
  Score: Raw -376039.489494 + Penalty 1363.381728 = -374676.107766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181040.600000 sec): 3 clusters
  Score: Raw -373857.221525 + Penalty 2726.763457 = -371130.458068
  nChanged 1726
		SP:Iteration 1F (181040.690000 sec): 3 clusters
  Score: Raw -374977.106819 + Penalty 2726.763457 = -372250.343362
  nChanged 355
		SP:Iteration 2F (181040.770000 sec): 3 clusters
  Score: Raw -375235.042797 + Penalty 2726.763457 = -372508.279340
  nChanged 269
		SP:Iteration 3F (181040.860000 sec): 3 clusters
  Score: Raw -375429.036676 + Penalty 2726.763457 = -372702.273219
  nChanged 223
		SP:Iteration 4F (181040.940000 sec): 3 clusters
  Score: Raw -375588.481130 + Penalty 2726.763457 = -372861.717673
  nChanged 200
		SP:Iteration 5Q (181041.030000 sec): 3 clusters
  Score: Raw -375737.376200 + Penalty 2726.763457 = -373010.612743
  nChanged 184
		SP:Iteration 6Q (181041.110000 sec): 3 clusters
  Score: Raw -375877.761047 + Penalty 2726.763457 = -373150.997590
  nChanged 137
		SP:Iteration 7Q (181041.200000 sec): 3 clusters
  Score: Raw -375973.499811 + Penalty 2726.763457 = -373246.736354
  nChanged 136
		SP:Iteration 8Q (181041.290000 sec): 3 clusters
  Score: Raw -376057.198077 + Penalty 2726.763457 = -373330.434620
  nChanged 125
		SP:Iteration 9Q (181041.470000 sec): 3 clusters
  Score: Raw -376139.961847 + Penalty 2726.763457 = -373413.198390
  nChanged 114
		SP:Iteration 10Q (181041.640000 sec): 3 clusters
  Score: Raw -376222.260910 + Penalty 2726.763457 = -373495.497453
  nChanged 105
		SP:Iteration 11Q (181041.820000 sec): 3 clusters
  Score: Raw -376280.624990 + Penalty 2726.763457 = -373553.861533
  nChanged 81
		SP:Iteration 12Q (181041.990000 sec): 3 clusters
  Score: Raw -376318.539679 + Penalty 2726.763457 = -373591.776222
  nChanged 65
		SP:Iteration 13Q (181042.170000 sec): 3 clusters
  Score: Raw -376352.365636 + Penalty 2726.763457 = -373625.602179
  nChanged 53
		SP:Iteration 14Q (181042.400000 sec): 3 clusters
  Score: Raw -376370.572172 + Penalty 2726.763457 = -373643.808715
  nChanged 40
		SP:Iteration 15Q (181042.550000 sec): 3 clusters
  Score: Raw -376383.034251 + Penalty 2726.763457 = -373656.270794
  nChanged 29
		SP:Iteration 16Q (181042.720000 sec): 3 clusters
  Score: Raw -376392.949837 + Penalty 2726.763457 = -373666.186380
  nChanged 25
		SP:Iteration 17Q (181042.900000 sec): 3 clusters
  Score: Raw -376401.096597 + Penalty 2726.763457 = -373674.333140
  nChanged 28
		SP:Iteration 18Q (181043.080000 sec): 3 clusters
  Score: Raw -376410.983041 + Penalty 2726.763457 = -373684.219584
  nChanged 23
		SP:Iteration 19Q (181043.190000 sec): 3 clusters
  Score: Raw -376420.718108 + Penalty 2726.763457 = -373693.954651
  nChanged 31
		SP:Iteration 20F (181043.280000 sec): 3 clusters
  Score: Raw -376431.322867 + Penalty 2726.763457 = -373704.559410
  nChanged 33
		SP:Iteration 21Q (181043.360000 sec): 3 clusters
  Score: Raw -376444.833501 + Penalty 2726.763457 = -373718.070044
  nChanged 33
		SP:Iteration 22Q (181043.440000 sec): 3 clusters
  Score: Raw -376459.402814 + Penalty 2726.763457 = -373732.639357
  nChanged 40
		SP:Iteration 23Q (181043.530000 sec): 3 clusters
  Score: Raw -376479.866385 + Penalty 2726.763457 = -373753.102928
  nChanged 43
		SP:Iteration 24Q (181043.620000 sec): 3 clusters
  Score: Raw -376507.574954 + Penalty 2726.763457 = -373780.811497
  nChanged 49
		SP:Iteration 25Q (181043.700000 sec): 3 clusters
  Score: Raw -376538.929608 + Penalty 2726.763457 = -373812.166151
  nChanged 47
		SP:Iteration 26Q (181043.780000 sec): 3 clusters
  Score: Raw -376562.694212 + Penalty 2726.763457 = -373835.930756
  nChanged 48
		SP:Iteration 27Q (181043.870000 sec): 3 clusters
  Score: Raw -376585.034637 + Penalty 2726.763457 = -373858.271180
  nChanged 48
		SP:Iteration 28Q (181043.960000 sec): 3 clusters
  Score: Raw -376603.518582 + Penalty 2726.763457 = -373876.755125
  nChanged 31
		SP:Iteration 29Q (181044.040000 sec): 3 clusters
  Score: Raw -376617.843892 + Penalty 2726.763457 = -373891.080435
  nChanged 27
		SP:Iteration 30Q (181044.130000 sec): 3 clusters
  Score: Raw -376628.535774 + Penalty 2726.763457 = -373901.772317
  nChanged 30
		SP:Iteration 31Q (181044.210000 sec): 3 clusters
  Score: Raw -376640.871323 + Penalty 2726.763457 = -373914.107866
  nChanged 23
		SP:Iteration 32Q (181044.300000 sec): 3 clusters
  Score: Raw -376647.911021 + Penalty 2726.763457 = -373921.147564
  nChanged 17
		SP:Iteration 33Q (181044.380000 sec): 3 clusters
  Score: Raw -376653.457262 + Penalty 2726.763457 = -373926.693805
  nChanged 13
		SP:Iteration 34Q (181044.470000 sec): 3 clusters
  Score: Raw -376658.475608 + Penalty 2726.763457 = -373931.712151
  nChanged 13
		SP:Iteration 35Q (181044.550000 sec): 3 clusters
  Score: Raw -376662.107538 + Penalty 2726.763457 = -373935.344081
  nChanged 9
		SP:Iteration 36Q (181044.640000 sec): 3 clusters
  Score: Raw -376664.540962 + Penalty 2726.763457 = -373937.777505
  nChanged 10
		SP:Iteration 37Q (181044.720000 sec): 3 clusters
  Score: Raw -376666.724880 + Penalty 2726.763457 = -373939.961423
  nChanged 14
		SP:Iteration 38Q (181044.800000 sec): 3 clusters
  Score: Raw -376671.458388 + Penalty 2726.763457 = -373944.694931
  nChanged 15
		SP:Iteration 39Q (181044.890000 sec): 3 clusters
  Score: Raw -376675.100059 + Penalty 2726.763457 = -373948.336602
  nChanged 7
		SP:Iteration 40F (181044.980000 sec): 3 clusters
  Score: Raw -376676.780503 + Penalty 2726.763457 = -373950.017046
  nChanged 3
		SP:Iteration 41Q (181045.090000 sec): 3 clusters
  Score: Raw -376677.459508 + Penalty 2726.763457 = -373950.696051
  nChanged 3
		SP:Iteration 42Q (181045.270000 sec): 3 clusters
  Score: Raw -376677.793649 + Penalty 2726.763457 = -373951.030192
  nChanged 1
		SP:Iteration 43Q (181045.440000 sec): 3 clusters
  Score: Raw -376677.963164 + Penalty 2726.763457 = -373951.199708
  nChanged 2
		SP:Iteration 44Q (181045.620000 sec): 3 clusters
  Score: Raw -376678.230240 + Penalty 2726.763457 = -373951.466783
  nChanged 1
		SP:Iteration 45Q (181045.800000 sec): 3 clusters
  Score: Raw -376678.736985 + Penalty 2726.763457 = -373951.973528
  nChanged 6
		SP:Iteration 46Q (181045.970000 sec): 3 clusters
  Score: Raw -376679.819356 + Penalty 2726.763457 = -373953.055899
  nChanged 3
		SP:Iteration 47Q (181046.080000 sec): 3 clusters
  Score: Raw -376680.321279 + Penalty 2726.763457 = -373953.557822
  nChanged 2
		SP:Iteration 48Q (181046.160000 sec): 3 clusters
  Score: Raw -376680.617242 + Penalty 2726.763457 = -373953.853785
  nChanged 1
		SP:Iteration 49Q (181046.240000 sec): 3 clusters
  Score: Raw -376680.731839 + Penalty 2726.763457 = -373953.968382
  nChanged 0
		SP:Iteration 50F (181046.330000 sec): 3 clusters
  Score: Raw -376680.731839 + Penalty 2726.763457 = -373953.968382
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (4043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181046.410000 sec): 2 clusters
  Score: Raw -309528.845642 + Penalty 1349.520619 = -308179.325023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181046.490000 sec): 3 clusters
  Score: Raw -307520.311572 + Penalty 2699.041238 = -304821.270334
  nChanged 1620
		SP:Iteration 1F (181046.570000 sec): 3 clusters
  Score: Raw -308557.832954 + Penalty 2699.041238 = -305858.791716
  nChanged 362
		SP:Iteration 2F (181046.650000 sec): 3 clusters
  Score: Raw -308855.414103 + Penalty 2699.041238 = -306156.372865
  nChanged 261
		SP:Iteration 3F (181046.730000 sec): 3 clusters
  Score: Raw -309063.299610 + Penalty 2699.041238 = -306364.258372
  nChanged 211
		SP:Iteration 4F (181046.800000 sec): 3 clusters
  Score: Raw -309215.560045 + Penalty 2699.041238 = -306516.518807
  nChanged 184
		SP:Iteration 5Q (181046.880000 sec): 3 clusters
  Score: Raw -309341.307435 + Penalty 2699.041238 = -306642.266197
  nChanged 150
		SP:Iteration 6Q (181046.960000 sec): 3 clusters
  Score: Raw -309453.573823 + Penalty 2699.041238 = -306754.532586
  nChanged 135
		SP:Iteration 7Q (181047.040000 sec): 3 clusters
  Score: Raw -309555.631881 + Penalty 2699.041238 = -306856.590643
  nChanged 128
		SP:Iteration 8Q (181047.110000 sec): 3 clusters
  Score: Raw -309653.665691 + Penalty 2699.041238 = -306954.624453
  nChanged 103
		SP:Iteration 9Q (181047.200000 sec): 3 clusters
  Score: Raw -309717.805654 + Penalty 2699.041238 = -307018.764417
  nChanged 102
		SP:Iteration 10Q (181047.270000 sec): 3 clusters
  Score: Raw -309787.971259 + Penalty 2699.041238 = -307088.930021
  nChanged 95
		SP:Iteration 11Q (181047.350000 sec): 3 clusters
  Score: Raw -309842.141525 + Penalty 2699.041238 = -307143.100287
  nChanged 74
		SP:Iteration 12Q (181047.430000 sec): 3 clusters
  Score: Raw -309884.295676 + Penalty 2699.041238 = -307185.254438
  nChanged 55
		SP:Iteration 13Q (181047.510000 sec): 3 clusters
  Score: Raw -309915.475376 + Penalty 2699.041238 = -307216.434138
  nChanged 43
		SP:Iteration 14Q (181047.590000 sec): 3 clusters
  Score: Raw -309940.086825 + Penalty 2699.041238 = -307241.045587
  nChanged 54
		SP:Iteration 15Q (181047.660000 sec): 3 clusters
  Score: Raw -309966.120636 + Penalty 2699.041238 = -307267.079398
  nChanged 37
		SP:Iteration 16Q (181047.740000 sec): 3 clusters
  Score: Raw -309985.818693 + Penalty 2699.041238 = -307286.777456
  nChanged 35
		SP:Iteration 17Q (181047.820000 sec): 3 clusters
  Score: Raw -310001.717106 + Penalty 2699.041238 = -307302.675868
  nChanged 32
		SP:Iteration 18Q (181048.000000 sec): 3 clusters
  Score: Raw -310019.469686 + Penalty 2699.041238 = -307320.428448
  nChanged 43
		SP:Iteration 19Q (181048.180000 sec): 3 clusters
  Score: Raw -310044.705167 + Penalty 2699.041238 = -307345.663930
  nChanged 37
		SP:Iteration 20F (181048.350000 sec): 3 clusters
  Score: Raw -310062.561130 + Penalty 2699.041238 = -307363.519893
  nChanged 43
		SP:Iteration 21Q (181048.530000 sec): 3 clusters
  Score: Raw -310088.431134 + Penalty 2699.041238 = -307389.389896
  nChanged 38
		SP:Iteration 22Q (181048.700000 sec): 3 clusters
  Score: Raw -310107.619323 + Penalty 2699.041238 = -307408.578086
  nChanged 26
		SP:Iteration 23Q (181048.880000 sec): 3 clusters
  Score: Raw -310117.974091 + Penalty 2699.041238 = -307418.932853
  nChanged 23
		SP:Iteration 24Q (181049.060000 sec): 3 clusters
  Score: Raw -310131.102222 + Penalty 2699.041238 = -307432.060985
  nChanged 30
		SP:Iteration 25Q (181049.230000 sec): 3 clusters
  Score: Raw -310147.314367 + Penalty 2699.041238 = -307448.273129
  nChanged 20
		SP:Iteration 26Q (181049.410000 sec): 3 clusters
  Score: Raw -310159.663562 + Penalty 2699.041238 = -307460.622324
  nChanged 25
		SP:Iteration 27Q (181049.580000 sec): 3 clusters
  Score: Raw -310173.474834 + Penalty 2699.041238 = -307474.433596
  nChanged 24
		SP:Iteration 28Q (181049.760000 sec): 3 clusters
  Score: Raw -310192.786309 + Penalty 2699.041238 = -307493.745071
  nChanged 30
		SP:Iteration 29Q (181049.940000 sec): 3 clusters
  Score: Raw -310213.143201 + Penalty 2699.041238 = -307514.101963
  nChanged 30
		SP:Iteration 30Q (181050.110000 sec): 3 clusters
  Score: Raw -310226.707827 + Penalty 2699.041238 = -307527.666589
  nChanged 17
		SP:Iteration 31Q (181050.290000 sec): 3 clusters
  Score: Raw -310234.488226 + Penalty 2699.041238 = -307535.446988
  nChanged 18
		SP:Iteration 32Q (181050.460000 sec): 3 clusters
  Score: Raw -310240.553082 + Penalty 2699.041238 = -307541.511844
  nChanged 11
		SP:Iteration 33Q (181050.680000 sec): 3 clusters
  Score: Raw -310247.421113 + Penalty 2699.041238 = -307548.379876
  nChanged 14
		SP:Iteration 34Q (181050.830000 sec): 3 clusters
  Score: Raw -310252.146669 + Penalty 2699.041238 = -307553.105431
  nChanged 9
		SP:Iteration 35Q (181051.000000 sec): 3 clusters
  Score: Raw -310255.399458 + Penalty 2699.041238 = -307556.358220
  nChanged 8
		SP:Iteration 36Q (181051.180000 sec): 3 clusters
  Score: Raw -310257.780404 + Penalty 2699.041238 = -307558.739166
  nChanged 3
		SP:Iteration 37Q (181051.360000 sec): 3 clusters
  Score: Raw -310258.766318 + Penalty 2699.041238 = -307559.725080
  nChanged 2
		SP:Iteration 38Q (181051.530000 sec): 3 clusters
  Score: Raw -310259.277350 + Penalty 2699.041238 = -307560.236112
  nChanged 3
		SP:Iteration 39Q (181051.710000 sec): 3 clusters
  Score: Raw -310260.152160 + Penalty 2699.041238 = -307561.110923
  nChanged 2
		SP:Iteration 40F (181051.880000 sec): 3 clusters
  Score: Raw -310260.665042 + Penalty 2699.041238 = -307561.623805
  nChanged 3
		SP:Iteration 41Q (181052.060000 sec): 3 clusters
  Score: Raw -310261.311552 + Penalty 2699.041238 = -307562.270315
  nChanged 2
		SP:Iteration 42Q (181052.240000 sec): 3 clusters
  Score: Raw -310261.656502 + Penalty 2699.041238 = -307562.615264
  nChanged 2
		SP:Iteration 43Q (181052.410000 sec): 3 clusters
  Score: Raw -310262.282805 + Penalty 2699.041238 = -307563.241567
  nChanged 5
		SP:Iteration 44Q (181052.590000 sec): 3 clusters
  Score: Raw -310263.749024 + Penalty 2699.041238 = -307564.707787
  nChanged 3
		SP:Iteration 45Q (181052.760000 sec): 3 clusters
  Score: Raw -310264.942602 + Penalty 2699.041238 = -307565.901364
  nChanged 1
		SP:Iteration 46Q (181052.940000 sec): 3 clusters
  Score: Raw -310265.272632 + Penalty 2699.041238 = -307566.231395
  nChanged 0
		SP:Iteration 47F (181053.110000 sec): 3 clusters
  Score: Raw -310265.272632 + Penalty 2699.041238 = -307566.231395
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (4328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181053.210000 sec): 2 clusters
  Score: Raw -376650.728017 + Penalty 1360.589883 = -375290.138134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181053.380000 sec): 3 clusters
  Score: Raw -374476.533175 + Penalty 2721.179767 = -371755.353408
  nChanged 1733
		SP:Iteration 1F (181053.560000 sec): 3 clusters
  Score: Raw -375652.547679 + Penalty 2721.179767 = -372931.367912
  nChanged 373
		SP:Iteration 2F (181053.740000 sec): 3 clusters
  Score: Raw -375940.660249 + Penalty 2721.179767 = -373219.480482
  nChanged 306
		SP:Iteration 3F (181053.910000 sec): 3 clusters
  Score: Raw -376169.488488 + Penalty 2721.179767 = -373448.308722
  nChanged 221
		SP:Iteration 4F (181054.090000 sec): 3 clusters
  Score: Raw -376324.764219 + Penalty 2721.179767 = -373603.584452
  nChanged 164
		SP:Iteration 5Q (181054.260000 sec): 3 clusters
  Score: Raw -376434.965438 + Penalty 2721.179767 = -373713.785671
  nChanged 151
		SP:Iteration 6Q (181054.440000 sec): 3 clusters
  Score: Raw -376528.453458 + Penalty 2721.179767 = -373807.273691
  nChanged 136
		SP:Iteration 7Q (181054.620000 sec): 3 clusters
  Score: Raw -376614.145779 + Penalty 2721.179767 = -373892.966012
  nChanged 100
		SP:Iteration 8Q (181054.790000 sec): 3 clusters
  Score: Raw -376665.176790 + Penalty 2721.179767 = -373943.997023
  nChanged 73
		SP:Iteration 9Q (181054.970000 sec): 3 clusters
  Score: Raw -376701.016695 + Penalty 2721.179767 = -373979.836928
  nChanged 65
		SP:Iteration 10Q (181055.140000 sec): 3 clusters
  Score: Raw -376734.237561 + Penalty 2721.179767 = -374013.057795
  nChanged 73
		SP:Iteration 11Q (181055.320000 sec): 3 clusters
  Score: Raw -376769.322956 + Penalty 2721.179767 = -374048.143190
  nChanged 61
		SP:Iteration 12Q (181055.500000 sec): 3 clusters
  Score: Raw -376803.936652 + Penalty 2721.179767 = -374082.756885
  nChanged 68
		SP:Iteration 13Q (181055.670000 sec): 3 clusters
  Score: Raw -376842.463394 + Penalty 2721.179767 = -374121.283627
  nChanged 68
		SP:Iteration 14Q (181055.850000 sec): 3 clusters
  Score: Raw -376885.000827 + Penalty 2721.179767 = -374163.821060
  nChanged 77
		SP:Iteration 15Q (181056.020000 sec): 3 clusters
  Score: Raw -376934.179969 + Penalty 2721.179767 = -374213.000202
  nChanged 60
		SP:Iteration 16Q (181056.200000 sec): 3 clusters
  Score: Raw -376971.123987 + Penalty 2721.179767 = -374249.944220
  nChanged 75
		SP:Iteration 17Q (181056.380000 sec): 3 clusters
  Score: Raw -377029.083165 + Penalty 2721.179767 = -374307.903398
  nChanged 92
		SP:Iteration 18Q (181056.550000 sec): 3 clusters
  Score: Raw -377098.900190 + Penalty 2721.179767 = -374377.720424
  nChanged 86
		SP:Iteration 19Q (181056.720000 sec): 3 clusters
  Score: Raw -377157.086435 + Penalty 2721.179767 = -374435.906669
  nChanged 79
		SP:Iteration 20F (181056.900000 sec): 3 clusters
  Score: Raw -377213.413019 + Penalty 2721.179767 = -374492.233252
  nChanged 75
		SP:Iteration 21Q (181057.080000 sec): 3 clusters
  Score: Raw -377261.474243 + Penalty 2721.179767 = -374540.294476
  nChanged 68
		SP:Iteration 22Q (181057.250000 sec): 3 clusters
  Score: Raw -377310.633217 + Penalty 2721.179767 = -374589.453450
  nChanged 62
		SP:Iteration 23Q (181057.430000 sec): 3 clusters
  Score: Raw -377346.829008 + Penalty 2721.179767 = -374625.649241
  nChanged 54
		SP:Iteration 24Q (181057.600000 sec): 3 clusters
  Score: Raw -377374.009582 + Penalty 2721.179767 = -374652.829815
  nChanged 43
		SP:Iteration 25Q (181057.780000 sec): 3 clusters
  Score: Raw -377395.096352 + Penalty 2721.179767 = -374673.916585
  nChanged 38
		SP:Iteration 26Q (181057.960000 sec): 3 clusters
  Score: Raw -377412.543940 + Penalty 2721.179767 = -374691.364174
  nChanged 30
		SP:Iteration 27Q (181058.130000 sec): 3 clusters
  Score: Raw -377427.438307 + Penalty 2721.179767 = -374706.258540
  nChanged 26
		SP:Iteration 28Q (181058.310000 sec): 3 clusters
  Score: Raw -377436.732771 + Penalty 2721.179767 = -374715.553004
  nChanged 21
		SP:Iteration 29Q (181058.480000 sec): 3 clusters
  Score: Raw -377443.339240 + Penalty 2721.179767 = -374722.159473
  nChanged 20
		SP:Iteration 30Q (181058.660000 sec): 3 clusters
  Score: Raw -377449.143374 + Penalty 2721.179767 = -374727.963607
  nChanged 17
		SP:Iteration 31Q (181058.840000 sec): 3 clusters
  Score: Raw -377454.778011 + Penalty 2721.179767 = -374733.598245
  nChanged 13
		SP:Iteration 32Q (181059.010000 sec): 3 clusters
  Score: Raw -377458.553156 + Penalty 2721.179767 = -374737.373389
  nChanged 9
		SP:Iteration 33Q (181059.190000 sec): 3 clusters
  Score: Raw -377461.079995 + Penalty 2721.179767 = -374739.900228
  nChanged 7
		SP:Iteration 34Q (181059.360000 sec): 3 clusters
  Score: Raw -377462.513651 + Penalty 2721.179767 = -374741.333884
  nChanged 6
		SP:Iteration 35Q (181059.540000 sec): 3 clusters
  Score: Raw -377464.239864 + Penalty 2721.179767 = -374743.060097
  nChanged 6
		SP:Iteration 36Q (181059.720000 sec): 3 clusters
  Score: Raw -377466.056599 + Penalty 2721.179767 = -374744.876832
  nChanged 8
		SP:Iteration 37Q (181059.890000 sec): 3 clusters
  Score: Raw -377468.380796 + Penalty 2721.179767 = -374747.201029
  nChanged 7
		SP:Iteration 38Q (181060.070000 sec): 3 clusters
  Score: Raw -377469.357837 + Penalty 2721.179767 = -374748.178070
  nChanged 2
		SP:Iteration 39Q (181060.240000 sec): 3 clusters
  Score: Raw -377469.702035 + Penalty 2721.179767 = -374748.522268
  nChanged 3
		SP:Iteration 40F (181060.420000 sec): 3 clusters
  Score: Raw -377470.145214 + Penalty 2721.179767 = -374748.965447
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (2610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181060.480000 sec): 2 clusters
  Score: Raw -224398.688301 + Penalty 1278.404644 = -223120.283657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181060.660000 sec): 3 clusters
  Score: Raw -223197.176731 + Penalty 2556.809288 = -220640.367443
  nChanged 966
		SP:Iteration 1F (181060.830000 sec): 3 clusters
  Score: Raw -223848.635018 + Penalty 2556.809288 = -221291.825730
  nChanged 217
		SP:Iteration 2F (181061.010000 sec): 3 clusters
  Score: Raw -224004.035894 + Penalty 2556.809288 = -221447.226606
  nChanged 159
		SP:Iteration 3F (181061.180000 sec): 3 clusters
  Score: Raw -224114.144133 + Penalty 2556.809288 = -221557.334846
  nChanged 116
		SP:Iteration 4Q (181061.360000 sec): 3 clusters
  Score: Raw -224182.746982 + Penalty 2556.809288 = -221625.937695
  nChanged 83
		SP:Iteration 5Q (181061.550000 sec): 3 clusters
  Score: Raw -224230.965609 + Penalty 2556.809288 = -221674.156322
  nChanged 71
		SP:Iteration 6Q (181061.710000 sec): 3 clusters
  Score: Raw -224269.401695 + Penalty 2556.809288 = -221712.592408
  nChanged 52
		SP:Iteration 7Q (181061.890000 sec): 3 clusters
  Score: Raw -224294.823164 + Penalty 2556.809288 = -221738.013877
  nChanged 46
		SP:Iteration 8Q (181062.060000 sec): 3 clusters
  Score: Raw -224315.412962 + Penalty 2556.809288 = -221758.603675
  nChanged 30
		SP:Iteration 9Q (181062.240000 sec): 3 clusters
  Score: Raw -224330.802990 + Penalty 2556.809288 = -221773.993702
  nChanged 25
		SP:Iteration 10Q (181062.420000 sec): 3 clusters
  Score: Raw -224339.997340 + Penalty 2556.809288 = -221783.188052
  nChanged 20
		SP:Iteration 11Q (181062.590000 sec): 3 clusters
  Score: Raw -224349.331077 + Penalty 2556.809288 = -221792.521789
  nChanged 18
		SP:Iteration 12Q (181062.770000 sec): 3 clusters
  Score: Raw -224355.686624 + Penalty 2556.809288 = -221798.877337
  nChanged 17
		SP:Iteration 13Q (181062.940000 sec): 3 clusters
  Score: Raw -224364.023591 + Penalty 2556.809288 = -221807.214303
  nChanged 21
		SP:Iteration 14Q (181063.120000 sec): 3 clusters
  Score: Raw -224373.643196 + Penalty 2556.809288 = -221816.833908
  nChanged 13
		SP:Iteration 15Q (181063.300000 sec): 3 clusters
  Score: Raw -224381.974020 + Penalty 2556.809288 = -221825.164732
  nChanged 14
		SP:Iteration 16Q (181063.470000 sec): 3 clusters
  Score: Raw -224388.326297 + Penalty 2556.809288 = -221831.517009
  nChanged 12
		SP:Iteration 17Q (181063.660000 sec): 3 clusters
  Score: Raw -224390.983145 + Penalty 2556.809288 = -221834.173858
  nChanged 15
		SP:Iteration 18Q (181063.710000 sec): 3 clusters
  Score: Raw -224395.455479 + Penalty 2556.809288 = -221838.646192
  nChanged 7
		SP:Iteration 19Q (181063.760000 sec): 3 clusters
  Score: Raw -224397.603489 + Penalty 2556.809288 = -221840.794201
  nChanged 9
		SP:Iteration 20F (181063.810000 sec): 3 clusters
  Score: Raw -224400.423156 + Penalty 2556.809288 = -221843.613869
  nChanged 7
		SP:Iteration 21Q (181063.860000 sec): 3 clusters
  Score: Raw -224402.469162 + Penalty 2556.809288 = -221845.659874
  nChanged 4
		SP:Iteration 22Q (181063.910000 sec): 3 clusters
  Score: Raw -224404.016107 + Penalty 2556.809288 = -221847.206819
  nChanged 7
		SP:Iteration 23Q (181063.960000 sec): 3 clusters
  Score: Raw -224407.165256 + Penalty 2556.809288 = -221850.355968
  nChanged 7
		SP:Iteration 24Q (181064.010000 sec): 3 clusters
  Score: Raw -224409.091796 + Penalty 2556.809288 = -221852.282509
  nChanged 2
		SP:Iteration 25Q (181064.060000 sec): 3 clusters
  Score: Raw -224409.283557 + Penalty 2556.809288 = -221852.474269
  nChanged 1
		SP:Iteration 26Q (181064.110000 sec): 3 clusters
  Score: Raw -224409.668381 + Penalty 2556.809288 = -221852.859093
  nChanged 5
		SP:Iteration 27Q (181064.160000 sec): 3 clusters
  Score: Raw -224410.868036 + Penalty 2556.809288 = -221854.058748
  nChanged 6
		SP:Iteration 28Q (181064.210000 sec): 3 clusters
  Score: Raw -224412.497967 + Penalty 2556.809288 = -221855.688680
  nChanged 5
		SP:Iteration 29Q (181064.260000 sec): 3 clusters
  Score: Raw -224414.427481 + Penalty 2556.809288 = -221857.618193
  nChanged 0
		SP:Iteration 30F (181064.310000 sec): 3 clusters
  Score: Raw -224414.427481 + Penalty 2556.809288 = -221857.618193
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181064.440000 sec): 2 clusters
  Score: Raw -930647.435720 + Penalty 1501.151967 = -929146.283753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181064.590000 sec): 3 clusters
  Score: Raw -924830.912836 + Penalty 3002.303934 = -921828.608902
  nChanged 4411
		SP:Iteration 1F (181064.730000 sec): 3 clusters
  Score: Raw -927358.080788 + Penalty 3002.303934 = -924355.776854
  nChanged 708
		SP:Iteration 2F (181064.970000 sec): 3 clusters
  Score: Raw -927739.405005 + Penalty 3002.303934 = -924737.101071
  nChanged 615
		SP:Iteration 3F (181065.150000 sec): 3 clusters
  Score: Raw -928076.775465 + Penalty 3002.303934 = -925074.471531
  nChanged 567
		SP:Iteration 4F (181065.340000 sec): 3 clusters
  Score: Raw -928387.321715 + Penalty 3002.303934 = -925385.017781
  nChanged 506
		SP:Iteration 5Q (181065.570000 sec): 3 clusters
  Score: Raw -928650.437825 + Penalty 3002.303934 = -925648.133892
  nChanged 456
		SP:Iteration 6Q (181065.790000 sec): 3 clusters
  Score: Raw -928861.915039 + Penalty 3002.303934 = -925859.611105
  nChanged 388
		SP:Iteration 7Q (181066.070000 sec): 3 clusters
  Score: Raw -929035.805481 + Penalty 3002.303934 = -926033.501547
  nChanged 330
		SP:Iteration 8Q (181066.330000 sec): 3 clusters
  Score: Raw -929163.819309 + Penalty 3002.303934 = -926161.515375
  nChanged 268
		SP:Iteration 9Q (181066.590000 sec): 3 clusters
  Score: Raw -929256.966529 + Penalty 3002.303934 = -926254.662595
  nChanged 240
		SP:Iteration 10Q (181066.860000 sec): 3 clusters
  Score: Raw -929348.902598 + Penalty 3002.303934 = -926346.598664
  nChanged 237
		SP:Iteration 11Q (181067.080000 sec): 3 clusters
  Score: Raw -929438.411403 + Penalty 3002.303934 = -926436.107469
  nChanged 230
		SP:Iteration 12Q (181067.310000 sec): 3 clusters
  Score: Raw -929532.318175 + Penalty 3002.303934 = -926530.014241
  nChanged 242
		SP:Iteration 13Q (181067.530000 sec): 3 clusters
  Score: Raw -929631.178225 + Penalty 3002.303934 = -926628.874292
  nChanged 211
		SP:Iteration 14Q (181067.750000 sec): 3 clusters
  Score: Raw -929721.302256 + Penalty 3002.303934 = -926718.998322
  nChanged 220
		SP:Iteration 15Q (181067.980000 sec): 3 clusters
  Score: Raw -929813.296065 + Penalty 3002.303934 = -926810.992131
  nChanged 213
		SP:Iteration 16Q (181068.200000 sec): 3 clusters
  Score: Raw -929899.615329 + Penalty 3002.303934 = -926897.311395
  nChanged 194
		SP:Iteration 17Q (181068.430000 sec): 3 clusters
  Score: Raw -929968.184354 + Penalty 3002.303934 = -926965.880420
  nChanged 173
		SP:Iteration 18Q (181068.650000 sec): 3 clusters
  Score: Raw -930021.821735 + Penalty 3002.303934 = -927019.517801
  nChanged 156
		SP:Iteration 19Q (181068.870000 sec): 3 clusters
  Score: Raw -930064.388383 + Penalty 3002.303934 = -927062.084449
  nChanged 124
		SP:Iteration 20F (181069.100000 sec): 3 clusters
  Score: Raw -930096.869577 + Penalty 3002.303934 = -927094.565643
  nChanged 125
		SP:Iteration 21Q (181069.320000 sec): 3 clusters
  Score: Raw -930127.731223 + Penalty 3002.303934 = -927125.427289
  nChanged 130
		SP:Iteration 22Q (181069.540000 sec): 3 clusters
  Score: Raw -930163.266295 + Penalty 3002.303934 = -927160.962361
  nChanged 110
		SP:Iteration 23Q (181069.770000 sec): 3 clusters
  Score: Raw -930195.123896 + Penalty 3002.303934 = -927192.819963
  nChanged 101
		SP:Iteration 24Q (181069.990000 sec): 3 clusters
  Score: Raw -930221.323350 + Penalty 3002.303934 = -927219.019416
  nChanged 105
		SP:Iteration 25Q (181070.210000 sec): 3 clusters
  Score: Raw -930247.987536 + Penalty 3002.303934 = -927245.683602
  nChanged 94
		SP:Iteration 26Q (181070.440000 sec): 3 clusters
  Score: Raw -930271.324245 + Penalty 3002.303934 = -927269.020312
  nChanged 98
		SP:Iteration 27Q (181070.660000 sec): 3 clusters
  Score: Raw -930298.252468 + Penalty 3002.303934 = -927295.948534
  nChanged 98
		SP:Iteration 28Q (181070.890000 sec): 3 clusters
  Score: Raw -930328.759834 + Penalty 3002.303934 = -927326.455900
  nChanged 101
		SP:Iteration 29Q (181071.110000 sec): 3 clusters
  Score: Raw -930356.488619 + Penalty 3002.303934 = -927354.184685
  nChanged 101
		SP:Iteration 30Q (181071.330000 sec): 3 clusters
  Score: Raw -930380.656856 + Penalty 3002.303934 = -927378.352922
  nChanged 89
		SP:Iteration 31Q (181071.560000 sec): 3 clusters
  Score: Raw -930403.612126 + Penalty 3002.303934 = -927401.308192
  nChanged 89
		SP:Iteration 32Q (181071.780000 sec): 3 clusters
  Score: Raw -930424.725179 + Penalty 3002.303934 = -927422.421245
  nChanged 84
		SP:Iteration 33Q (181072.010000 sec): 3 clusters
  Score: Raw -930448.754955 + Penalty 3002.303934 = -927446.451021
  nChanged 89
		SP:Iteration 34Q (181072.230000 sec): 3 clusters
  Score: Raw -930482.356136 + Penalty 3002.303934 = -927480.052203
  nChanged 115
		SP:Iteration 35Q (181072.450000 sec): 3 clusters
  Score: Raw -930523.291247 + Penalty 3002.303934 = -927520.987313
  nChanged 113
		SP:Iteration 36Q (181072.680000 sec): 3 clusters
  Score: Raw -930554.988148 + Penalty 3002.303934 = -927552.684214
  nChanged 85
		SP:Iteration 37Q (181072.900000 sec): 3 clusters
  Score: Raw -930578.030842 + Penalty 3002.303934 = -927575.726908
  nChanged 91
		SP:Iteration 38Q (181073.130000 sec): 3 clusters
  Score: Raw -930607.689352 + Penalty 3002.303934 = -927605.385418
  nChanged 92
		SP:Iteration 39Q (181073.350000 sec): 3 clusters
  Score: Raw -930640.012213 + Penalty 3002.303934 = -927637.708279
  nChanged 96
		SP:Iteration 40F (181073.570000 sec): 3 clusters
  Score: Raw -930670.976543 + Penalty 3002.303934 = -927668.672609
  nChanged 85
		SP:Iteration 41Q (181073.800000 sec): 3 clusters
  Score: Raw -930696.686632 + Penalty 3002.303934 = -927694.382698
  nChanged 77
		SP:Iteration 42Q (181074.020000 sec): 3 clusters
  Score: Raw -930721.441511 + Penalty 3002.303934 = -927719.137577
  nChanged 87
		SP:Iteration 43Q (181074.250000 sec): 3 clusters
  Score: Raw -930752.605591 + Penalty 3002.303934 = -927750.301657
  nChanged 85
		SP:Iteration 44Q (181074.470000 sec): 3 clusters
  Score: Raw -930786.325413 + Penalty 3002.303934 = -927784.021479
  nChanged 89
		SP:Iteration 45Q (181074.690000 sec): 3 clusters
  Score: Raw -930816.183029 + Penalty 3002.303934 = -927813.879095
  nChanged 69
		SP:Iteration 46Q (181074.910000 sec): 3 clusters
  Score: Raw -930838.645134 + Penalty 3002.303934 = -927836.341200
  nChanged 75
		SP:Iteration 47Q (181075.130000 sec): 3 clusters
  Score: Raw -930860.688824 + Penalty 3002.303934 = -927858.384890
  nChanged 55
		SP:Iteration 48Q (181075.350000 sec): 3 clusters
  Score: Raw -930876.116697 + Penalty 3002.303934 = -927873.812763
  nChanged 54
		SP:Iteration 49Q (181075.570000 sec): 3 clusters
  Score: Raw -930889.860376 + Penalty 3002.303934 = -927887.556442
  nChanged 31
		SP:Iteration 50Q (181075.790000 sec): 3 clusters
  Score: Raw -930899.539075 + Penalty 3002.303934 = -927897.235141
  nChanged 40
		SP:Iteration 51Q (181076.010000 sec): 3 clusters
  Score: Raw -930911.882888 + Penalty 3002.303934 = -927909.578954
  nChanged 32
		SP:Iteration 52Q (181076.230000 sec): 3 clusters
  Score: Raw -930922.333916 + Penalty 3002.303934 = -927920.029982
  nChanged 35
		SP:Iteration 53Q (181076.460000 sec): 3 clusters
  Score: Raw -930931.892590 + Penalty 3002.303934 = -927929.588657
  nChanged 31
		SP:Iteration 54Q (181076.680000 sec): 3 clusters
  Score: Raw -930944.515778 + Penalty 3002.303934 = -927942.211844
  nChanged 29
		SP:Iteration 55Q (181076.910000 sec): 3 clusters
  Score: Raw -930953.056968 + Penalty 3002.303934 = -927950.753034
  nChanged 25
		SP:Iteration 56Q (181077.130000 sec): 3 clusters
  Score: Raw -930959.358876 + Penalty 3002.303934 = -927957.054942
  nChanged 26
		SP:Iteration 57Q (181077.350000 sec): 3 clusters
  Score: Raw -930965.366763 + Penalty 3002.303934 = -927963.062829
  nChanged 18
		SP:Iteration 58Q (181077.580000 sec): 3 clusters
  Score: Raw -930970.426716 + Penalty 3002.303934 = -927968.122782
  nChanged 14
		SP:Iteration 59Q (181077.800000 sec): 3 clusters
  Score: Raw -930973.208651 + Penalty 3002.303934 = -927970.904717
  nChanged 10
		SP:Iteration 60F (181078.030000 sec): 3 clusters
  Score: Raw -930975.249323 + Penalty 3002.303934 = -927972.945389
  nChanged 11
		SP:Iteration 61Q (181078.250000 sec): 3 clusters
  Score: Raw -930979.363419 + Penalty 3002.303934 = -927977.059485
  nChanged 19
		SP:Iteration 62Q (181078.470000 sec): 3 clusters
  Score: Raw -930987.263391 + Penalty 3002.303934 = -927984.959457
  nChanged 20
		SP:Iteration 63Q (181078.700000 sec): 3 clusters
  Score: Raw -930993.489513 + Penalty 3002.303934 = -927991.185579
  nChanged 11
		SP:Iteration 64Q (181078.920000 sec): 3 clusters
  Score: Raw -930996.255383 + Penalty 3002.303934 = -927993.951449
  nChanged 10
		SP:Iteration 65Q (181079.150000 sec): 3 clusters
  Score: Raw -930998.571523 + Penalty 3002.303934 = -927996.267589
  nChanged 8
		SP:Iteration 66Q (181079.370000 sec): 3 clusters
  Score: Raw -931000.671374 + Penalty 3002.303934 = -927998.367441
  nChanged 6
		SP:Iteration 67Q (181079.590000 sec): 3 clusters
  Score: Raw -931002.352220 + Penalty 3002.303934 = -928000.048286
  nChanged 10
		SP:Iteration 68Q (181079.810000 sec): 3 clusters
  Score: Raw -931004.661824 + Penalty 3002.303934 = -928002.357890
  nChanged 8
		SP:Iteration 69Q (181080.030000 sec): 3 clusters
  Score: Raw -931008.200903 + Penalty 3002.303934 = -928005.896969
  nChanged 16
		SP:Iteration 70Q (181080.250000 sec): 3 clusters
  Score: Raw -931012.263364 + Penalty 3002.303934 = -928009.959430
  nChanged 12
		SP:Iteration 71Q (181080.470000 sec): 3 clusters
  Score: Raw -931014.710550 + Penalty 3002.303934 = -928012.406617
  nChanged 8
		SP:Iteration 72Q (181080.700000 sec): 3 clusters
  Score: Raw -931016.774046 + Penalty 3002.303934 = -928014.470112
  nChanged 9
		SP:Iteration 73Q (181080.920000 sec): 3 clusters
  Score: Raw -931020.233099 + Penalty 3002.303934 = -928017.929165
  nChanged 16
		SP:Iteration 74Q (181081.140000 sec): 3 clusters
  Score: Raw -931025.803475 + Penalty 3002.303934 = -928023.499541
  nChanged 23
		SP:Iteration 75Q (181081.360000 sec): 3 clusters
  Score: Raw -931032.217827 + Penalty 3002.303934 = -928029.913894
  nChanged 16
		SP:Iteration 76Q (181081.580000 sec): 3 clusters
  Score: Raw -931037.514761 + Penalty 3002.303934 = -928035.210827
  nChanged 9
		SP:Iteration 77Q (181081.800000 sec): 3 clusters
  Score: Raw -931040.972501 + Penalty 3002.303934 = -928038.668567
  nChanged 7
		SP:Iteration 78Q (181082.030000 sec): 3 clusters
  Score: Raw -931043.028747 + Penalty 3002.303934 = -928040.724813
  nChanged 8
		SP:Iteration 79Q (181082.250000 sec): 3 clusters
  Score: Raw -931046.042971 + Penalty 3002.303934 = -928043.739037
  nChanged 8
		SP:Iteration 80F (181082.470000 sec): 3 clusters
  Score: Raw -931048.224408 + Penalty 3002.303934 = -928045.920475
  nChanged 6
		SP:Iteration 81Q (181082.700000 sec): 3 clusters
  Score: Raw -931050.162321 + Penalty 3002.303934 = -928047.858387
  nChanged 4
		SP:Iteration 82Q (181082.920000 sec): 3 clusters
  Score: Raw -931051.339096 + Penalty 3002.303934 = -928049.035163
  nChanged 3
		SP:Iteration 83Q (181083.140000 sec): 3 clusters
  Score: Raw -931051.890804 + Penalty 3002.303934 = -928049.586870
  nChanged 2
		SP:Iteration 84Q (181083.370000 sec): 3 clusters
  Score: Raw -931052.442753 + Penalty 3002.303934 = -928050.138819
  nChanged 1
		SP:Iteration 85Q (181083.590000 sec): 3 clusters
  Score: Raw -931052.682586 + Penalty 3002.303934 = -928050.378653
  nChanged 0
		SP:Iteration 86F (181083.810000 sec): 3 clusters
  Score: Raw -931052.682586 + Penalty 3002.303934 = -928050.378653
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (7347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181083.930000 sec): 2 clusters
  Score: Raw -731985.984269 + Penalty 1446.582694 = -730539.401576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181084.130000 sec): 3 clusters
  Score: Raw -727887.024361 + Penalty 2893.165387 = -724993.858973
  nChanged 3150
		SP:Iteration 1F (181084.330000 sec): 3 clusters
  Score: Raw -729554.922545 + Penalty 2893.165387 = -726661.757157
  nChanged 446
		SP:Iteration 2F (181084.580000 sec): 3 clusters
  Score: Raw -729762.027016 + Penalty 2893.165387 = -726868.861628
  nChanged 379
		SP:Iteration 3F (181084.780000 sec): 3 clusters
  Score: Raw -729942.327501 + Penalty 2893.165387 = -727049.162114
  nChanged 315
		SP:Iteration 4Q (181084.980000 sec): 3 clusters
  Score: Raw -730088.622587 + Penalty 2893.165387 = -727195.457200
  nChanged 283
		SP:Iteration 5Q (181085.180000 sec): 3 clusters
  Score: Raw -730215.505582 + Penalty 2893.165387 = -727322.340194
  nChanged 263
		SP:Iteration 6Q (181085.380000 sec): 3 clusters
  Score: Raw -730329.609957 + Penalty 2893.165387 = -727436.444570
  nChanged 245
		SP:Iteration 7Q (181085.590000 sec): 3 clusters
  Score: Raw -730440.749675 + Penalty 2893.165387 = -727547.584287
  nChanged 224
		SP:Iteration 8Q (181085.790000 sec): 3 clusters
  Score: Raw -730549.790398 + Penalty 2893.165387 = -727656.625011
  nChanged 229
		SP:Iteration 9Q (181085.990000 sec): 3 clusters
  Score: Raw -730663.730954 + Penalty 2893.165387 = -727770.565567
  nChanged 244
		SP:Iteration 10Q (181086.190000 sec): 3 clusters
  Score: Raw -730788.853605 + Penalty 2893.165387 = -727895.688217
  nChanged 243
		SP:Iteration 11Q (181086.390000 sec): 3 clusters
  Score: Raw -730944.191673 + Penalty 2893.165387 = -728051.026286
  nChanged 257
		SP:Iteration 12Q (181086.600000 sec): 3 clusters
  Score: Raw -731118.916796 + Penalty 2893.165387 = -728225.751409
  nChanged 243
		SP:Iteration 13Q (181086.800000 sec): 3 clusters
  Score: Raw -731296.776454 + Penalty 2893.165387 = -728403.611067
  nChanged 213
		SP:Iteration 14Q (181087.000000 sec): 3 clusters
  Score: Raw -731448.651964 + Penalty 2893.165387 = -728555.486577
  nChanged 179
		SP:Iteration 15Q (181087.210000 sec): 3 clusters
  Score: Raw -731581.303837 + Penalty 2893.165387 = -728688.138449
  nChanged 151
		SP:Iteration 16Q (181087.410000 sec): 3 clusters
  Score: Raw -731694.446811 + Penalty 2893.165387 = -728801.281424
  nChanged 134
		SP:Iteration 17Q (181087.610000 sec): 3 clusters
  Score: Raw -731803.918525 + Penalty 2893.165387 = -728910.753137
  nChanged 116
		SP:Iteration 18Q (181087.810000 sec): 3 clusters
  Score: Raw -731897.232096 + Penalty 2893.165387 = -729004.066709
  nChanged 87
		SP:Iteration 19Q (181088.010000 sec): 3 clusters
  Score: Raw -731957.623274 + Penalty 2893.165387 = -729064.457886
  nChanged 57
		SP:Iteration 20F (181088.210000 sec): 3 clusters
  Score: Raw -732004.894474 + Penalty 2893.165387 = -729111.729087
  nChanged 49
		SP:Iteration 21Q (181088.420000 sec): 3 clusters
  Score: Raw -732050.410880 + Penalty 2893.165387 = -729157.245493
  nChanged 36
		SP:Iteration 22Q (181088.620000 sec): 3 clusters
  Score: Raw -732077.255451 + Penalty 2893.165387 = -729184.090063
  nChanged 26
		SP:Iteration 23Q (181088.830000 sec): 3 clusters
  Score: Raw -732104.237356 + Penalty 2893.165387 = -729211.071969
  nChanged 26
		SP:Iteration 24Q (181089.030000 sec): 3 clusters
  Score: Raw -732138.031686 + Penalty 2893.165387 = -729244.866299
  nChanged 16
		SP:Iteration 25Q (181089.220000 sec): 3 clusters
  Score: Raw -732157.496444 + Penalty 2893.165387 = -729264.331056
  nChanged 13
		SP:Iteration 26Q (181089.320000 sec): 3 clusters
  Score: Raw -732169.524434 + Penalty 2893.165387 = -729276.359047
  nChanged 8
		SP:Iteration 27Q (181089.510000 sec): 3 clusters
  Score: Raw -732176.824523 + Penalty 2893.165387 = -729283.659136
  nChanged 6
		SP:Iteration 28Q (181089.710000 sec): 3 clusters
  Score: Raw -732181.316835 + Penalty 2893.165387 = -729288.151448
  nChanged 3
		SP:Iteration 29Q (181089.910000 sec): 3 clusters
  Score: Raw -732184.814631 + Penalty 2893.165387 = -729291.649244
  nChanged 4
		SP:Iteration 30Q (181090.110000 sec): 3 clusters
  Score: Raw -732190.281023 + Penalty 2893.165387 = -729297.115636
  nChanged 6
		SP:Iteration 31Q (181090.310000 sec): 3 clusters
  Score: Raw -732197.096840 + Penalty 2893.165387 = -729303.931452
  nChanged 4
		SP:Iteration 32Q (181090.520000 sec): 3 clusters
  Score: Raw -732199.638734 + Penalty 2893.165387 = -729306.473346
  nChanged 1
		SP:Iteration 33Q (181090.720000 sec): 3 clusters
  Score: Raw -732200.427912 + Penalty 2893.165387 = -729307.262525
  nChanged 2
		SP:Iteration 34Q (181090.920000 sec): 3 clusters
  Score: Raw -732202.049592 + Penalty 2893.165387 = -729308.884205
  nChanged 1
		SP:Iteration 35Q (181091.120000 sec): 3 clusters
  Score: Raw -732203.040483 + Penalty 2893.165387 = -729309.875095
  nChanged 0
		SP:Iteration 36F (181091.320000 sec): 3 clusters
  Score: Raw -732203.040483 + Penalty 2893.165387 = -729309.875095
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (3995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181091.400000 sec): 2 clusters
  Score: Raw -342414.182422 + Penalty 1347.579814 = -341066.602608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181091.570000 sec): 3 clusters
  Score: Raw -340352.950594 + Penalty 2695.159629 = -337657.790965
  nChanged 1646
		SP:Iteration 1F (181091.750000 sec): 3 clusters
  Score: Raw -341454.683741 + Penalty 2695.159629 = -338759.524112
  nChanged 427
		SP:Iteration 2F (181091.930000 sec): 3 clusters
  Score: Raw -341874.423708 + Penalty 2695.159629 = -339179.264080
  nChanged 326
		SP:Iteration 3F (181092.100000 sec): 3 clusters
  Score: Raw -342144.832573 + Penalty 2695.159629 = -339449.672944
  nChanged 246
		SP:Iteration 4F (181092.280000 sec): 3 clusters
  Score: Raw -342319.383289 + Penalty 2695.159629 = -339624.223661
  nChanged 187
		SP:Iteration 5Q (181092.430000 sec): 3 clusters
  Score: Raw -342439.142511 + Penalty 2695.159629 = -339743.982883
  nChanged 131
		SP:Iteration 6Q (181092.500000 sec): 3 clusters
  Score: Raw -342521.809268 + Penalty 2695.159629 = -339826.649639
  nChanged 112
		SP:Iteration 7Q (181092.590000 sec): 3 clusters
  Score: Raw -342578.398479 + Penalty 2695.159629 = -339883.238850
  nChanged 81
		SP:Iteration 8Q (181092.670000 sec): 3 clusters
  Score: Raw -342622.313532 + Penalty 2695.159629 = -339927.153903
  nChanged 89
		SP:Iteration 9Q (181092.750000 sec): 3 clusters
  Score: Raw -342671.063091 + Penalty 2695.159629 = -339975.903462
  nChanged 87
		SP:Iteration 10Q (181092.830000 sec): 3 clusters
  Score: Raw -342723.019086 + Penalty 2695.159629 = -340027.859457
  nChanged 94
		SP:Iteration 11Q (181092.910000 sec): 3 clusters
  Score: Raw -342776.806014 + Penalty 2695.159629 = -340081.646385
  nChanged 81
		SP:Iteration 12Q (181092.990000 sec): 3 clusters
  Score: Raw -342819.079938 + Penalty 2695.159629 = -340123.920309
  nChanged 73
		SP:Iteration 13Q (181093.080000 sec): 3 clusters
  Score: Raw -342855.751747 + Penalty 2695.159629 = -340160.592118
  nChanged 60
		SP:Iteration 14Q (181093.160000 sec): 3 clusters
  Score: Raw -342891.925162 + Penalty 2695.159629 = -340196.765533
  nChanged 62
		SP:Iteration 15Q (181093.240000 sec): 3 clusters
  Score: Raw -342921.227639 + Penalty 2695.159629 = -340226.068010
  nChanged 52
		SP:Iteration 16Q (181093.320000 sec): 3 clusters
  Score: Raw -342940.996626 + Penalty 2695.159629 = -340245.836997
  nChanged 46
		SP:Iteration 17Q (181093.400000 sec): 3 clusters
  Score: Raw -342958.450051 + Penalty 2695.159629 = -340263.290422
  nChanged 32
		SP:Iteration 18Q (181093.490000 sec): 3 clusters
  Score: Raw -342975.864546 + Penalty 2695.159629 = -340280.704917
  nChanged 31
		SP:Iteration 19Q (181093.570000 sec): 3 clusters
  Score: Raw -342989.025406 + Penalty 2695.159629 = -340293.865777
  nChanged 25
		SP:Iteration 20F (181093.650000 sec): 3 clusters
  Score: Raw -343000.516345 + Penalty 2695.159629 = -340305.356716
  nChanged 20
		SP:Iteration 21Q (181093.730000 sec): 3 clusters
  Score: Raw -343011.482402 + Penalty 2695.159629 = -340316.322773
  nChanged 24
		SP:Iteration 22Q (181093.810000 sec): 3 clusters
  Score: Raw -343018.946207 + Penalty 2695.159629 = -340323.786578
  nChanged 15
		SP:Iteration 23Q (181093.890000 sec): 3 clusters
  Score: Raw -343022.690334 + Penalty 2695.159629 = -340327.530705
  nChanged 8
		SP:Iteration 24Q (181093.980000 sec): 3 clusters
  Score: Raw -343026.171001 + Penalty 2695.159629 = -340331.011372
  nChanged 17
		SP:Iteration 25Q (181094.050000 sec): 3 clusters
  Score: Raw -343031.927353 + Penalty 2695.159629 = -340336.767724
  nChanged 14
		SP:Iteration 26Q (181094.140000 sec): 3 clusters
  Score: Raw -343037.177245 + Penalty 2695.159629 = -340342.017616
  nChanged 5
		SP:Iteration 27Q (181094.220000 sec): 3 clusters
  Score: Raw -343038.572882 + Penalty 2695.159629 = -340343.413253
  nChanged 8
		SP:Iteration 28Q (181094.300000 sec): 3 clusters
  Score: Raw -343040.890855 + Penalty 2695.159629 = -340345.731226
  nChanged 7
		SP:Iteration 29Q (181094.380000 sec): 3 clusters
  Score: Raw -343041.951360 + Penalty 2695.159629 = -340346.791731
  nChanged 5
		SP:Iteration 30Q (181094.470000 sec): 3 clusters
  Score: Raw -343042.886691 + Penalty 2695.159629 = -340347.727062
  nChanged 6
		SP:Iteration 31Q (181094.550000 sec): 3 clusters
  Score: Raw -343044.151220 + Penalty 2695.159629 = -340348.991591
  nChanged 3
		SP:Iteration 32Q (181094.630000 sec): 3 clusters
  Score: Raw -343044.392265 + Penalty 2695.159629 = -340349.232636
  nChanged 0
		SP:Iteration 33F (181094.710000 sec): 3 clusters
  Score: Raw -343044.392265 + Penalty 2695.159629 = -340349.232636
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (2032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181094.810000 sec): 2 clusters
  Score: Raw -152464.047520 + Penalty 1237.726069 = -151226.321451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181094.990000 sec): 3 clusters
  Score: Raw -151572.043126 + Penalty 2475.452138 = -149096.590988
  nChanged 766
		SP:Iteration 1F (181095.150000 sec): 3 clusters
  Score: Raw -152298.862132 + Penalty 2475.452138 = -149823.409994
  nChanged 228
		SP:Iteration 2F (181095.340000 sec): 3 clusters
  Score: Raw -152641.231493 + Penalty 2475.452138 = -150165.779355
  nChanged 192
		SP:Iteration 3F (181095.510000 sec): 3 clusters
  Score: Raw -152918.904863 + Penalty 2475.452138 = -150443.452725
  nChanged 144
		SP:Iteration 4F (181095.690000 sec): 3 clusters
  Score: Raw -153128.223630 + Penalty 2475.452138 = -150652.771492
  nChanged 112
		SP:Iteration 5F (181095.860000 sec): 3 clusters
  Score: Raw -153253.940736 + Penalty 2475.452138 = -150778.488598
  nChanged 53
		SP:Iteration 6Q (181096.040000 sec): 3 clusters
  Score: Raw -153289.772114 + Penalty 2475.452138 = -150814.319977
  nChanged 34
		SP:Iteration 7Q (181096.210000 sec): 3 clusters
  Score: Raw -153307.526964 + Penalty 2475.452138 = -150832.074826
  nChanged 22
		SP:Iteration 8Q (181096.390000 sec): 3 clusters
  Score: Raw -153320.323273 + Penalty 2475.452138 = -150844.871135
  nChanged 17
		SP:Iteration 9Q (181096.570000 sec): 3 clusters
  Score: Raw -153332.486699 + Penalty 2475.452138 = -150857.034562
  nChanged 12
		SP:Iteration 10Q (181096.740000 sec): 3 clusters
  Score: Raw -153340.870393 + Penalty 2475.452138 = -150865.418255
  nChanged 13
		SP:Iteration 11Q (181096.920000 sec): 3 clusters
  Score: Raw -153349.639201 + Penalty 2475.452138 = -150874.187063
  nChanged 11
		SP:Iteration 12Q (181097.100000 sec): 3 clusters
  Score: Raw -153355.011219 + Penalty 2475.452138 = -150879.559081
  nChanged 10
		SP:Iteration 13Q (181097.270000 sec): 3 clusters
  Score: Raw -153359.102224 + Penalty 2475.452138 = -150883.650086
  nChanged 5
		SP:Iteration 14Q (181097.450000 sec): 3 clusters
  Score: Raw -153361.913729 + Penalty 2475.452138 = -150886.461591
  nChanged 5
		SP:Iteration 15Q (181097.620000 sec): 3 clusters
  Score: Raw -153363.834865 + Penalty 2475.452138 = -150888.382728
  nChanged 3
		SP:Iteration 16Q (181097.800000 sec): 3 clusters
  Score: Raw -153364.767098 + Penalty 2475.452138 = -150889.314961
  nChanged 3
		SP:Iteration 17Q (181097.980000 sec): 3 clusters
  Score: Raw -153366.028565 + Penalty 2475.452138 = -150890.576427
  nChanged 0
		SP:Iteration 18F (181098.150000 sec): 3 clusters
  Score: Raw -153366.028565 + Penalty 2475.452138 = -150890.576427
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (2552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181098.270000 sec): 2 clusters
  Score: Raw -202300.127402 + Penalty 1274.752805 = -201025.374598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181098.440000 sec): 3 clusters
  Score: Raw -201205.285789 + Penalty 2549.505609 = -198655.780180
  nChanged 932
		SP:Iteration 1F (181098.600000 sec): 3 clusters
  Score: Raw -201924.023970 + Penalty 2549.505609 = -199374.518360
  nChanged 250
		SP:Iteration 2F (181098.780000 sec): 3 clusters
  Score: Raw -202178.958790 + Penalty 2549.505609 = -199629.453181
  nChanged 167
		SP:Iteration 3F (181099.000000 sec): 3 clusters
  Score: Raw -202331.428753 + Penalty 2549.505609 = -199781.923144
  nChanged 114
		SP:Iteration 4Q (181099.160000 sec): 3 clusters
  Score: Raw -202435.970343 + Penalty 2549.505609 = -199886.464734
  nChanged 110
		SP:Iteration 5Q (181099.330000 sec): 3 clusters
  Score: Raw -202545.882740 + Penalty 2549.505609 = -199996.377130
  nChanged 96
		SP:Iteration 6Q (181099.510000 sec): 3 clusters
  Score: Raw -202628.005351 + Penalty 2549.505609 = -200078.499742
  nChanged 79
		SP:Iteration 7Q (181099.680000 sec): 3 clusters
  Score: Raw -202689.370339 + Penalty 2549.505609 = -200139.864729
  nChanged 55
		SP:Iteration 8Q (181099.860000 sec): 3 clusters
  Score: Raw -202721.836976 + Penalty 2549.505609 = -200172.331366
  nChanged 28
		SP:Iteration 9Q (181100.040000 sec): 3 clusters
  Score: Raw -202733.242577 + Penalty 2549.505609 = -200183.736967
  nChanged 9
		SP:Iteration 10Q (181100.210000 sec): 3 clusters
  Score: Raw -202736.631661 + Penalty 2549.505609 = -200187.126051
  nChanged 9
		SP:Iteration 11Q (181100.390000 sec): 3 clusters
  Score: Raw -202740.991269 + Penalty 2549.505609 = -200191.485659
  nChanged 7
		SP:Iteration 12Q (181100.560000 sec): 3 clusters
  Score: Raw -202743.828181 + Penalty 2549.505609 = -200194.322571
  nChanged 7
		SP:Iteration 13Q (181100.740000 sec): 3 clusters
  Score: Raw -202747.194682 + Penalty 2549.505609 = -200197.689073
  nChanged 9
		SP:Iteration 14Q (181100.920000 sec): 3 clusters
  Score: Raw -202750.880293 + Penalty 2549.505609 = -200201.374684
  nChanged 4
		SP:Iteration 15Q (181101.090000 sec): 3 clusters
  Score: Raw -202752.630367 + Penalty 2549.505609 = -200203.124758
  nChanged 5
		SP:Iteration 16Q (181101.260000 sec): 3 clusters
  Score: Raw -202755.473045 + Penalty 2549.505609 = -200205.967435
  nChanged 9
		SP:Iteration 17Q (181101.440000 sec): 3 clusters
  Score: Raw -202758.909973 + Penalty 2549.505609 = -200209.404363
  nChanged 6
		SP:Iteration 18Q (181101.620000 sec): 3 clusters
  Score: Raw -202761.119328 + Penalty 2549.505609 = -200211.613718
  nChanged 4
		SP:Iteration 19Q (181101.790000 sec): 3 clusters
  Score: Raw -202762.839419 + Penalty 2549.505609 = -200213.333810
  nChanged 6
		SP:Iteration 20F (181101.970000 sec): 3 clusters
  Score: Raw -202765.851346 + Penalty 2549.505609 = -200216.345736
  nChanged 7
		SP:Iteration 21Q (181102.140000 sec): 3 clusters
  Score: Raw -202769.853229 + Penalty 2549.505609 = -200220.347619
  nChanged 6
		SP:Iteration 22Q (181102.320000 sec): 3 clusters
  Score: Raw -202771.485657 + Penalty 2549.505609 = -200221.980048
  nChanged 6
		SP:Iteration 23Q (181102.500000 sec): 3 clusters
  Score: Raw -202773.295500 + Penalty 2549.505609 = -200223.789890
  nChanged 5
		SP:Iteration 24Q (181102.670000 sec): 3 clusters
  Score: Raw -202774.738162 + Penalty 2549.505609 = -200225.232552
  nChanged 2
		SP:Iteration 25Q (181102.850000 sec): 3 clusters
  Score: Raw -202775.231153 + Penalty 2549.505609 = -200225.725543
  nChanged 4
		SP:Iteration 26Q (181103.020000 sec): 3 clusters
  Score: Raw -202777.057769 + Penalty 2549.505609 = -200227.552159
  nChanged 2
		SP:Iteration 27Q (181103.200000 sec): 3 clusters
  Score: Raw -202778.380101 + Penalty 2549.505609 = -200228.874492
  nChanged 1
		SP:Iteration 28Q (181103.380000 sec): 3 clusters
  Score: Raw -202778.769754 + Penalty 2549.505609 = -200229.264144
  nChanged 1
		SP:Iteration 29Q (181103.550000 sec): 3 clusters
  Score: Raw -202778.873168 + Penalty 2549.505609 = -200229.367558
  nChanged 1
		SP:Iteration 30Q (181103.730000 sec): 3 clusters
  Score: Raw -202779.018359 + Penalty 2549.505609 = -200229.512750
  nChanged 0
		SP:Iteration 31F (181103.900000 sec): 3 clusters
  Score: Raw -202779.018359 + Penalty 2549.505609 = -200229.512750
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181104.000000 sec): 2 clusters
  Score: Raw -211160.701079 + Penalty 1330.074115 = -209830.626964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181104.180000 sec): 3 clusters
  Score: Raw -209498.276765 + Penalty 2660.148230 = -206838.128535
  nChanged 1387
		SP:Iteration 1F (181104.350000 sec): 3 clusters
  Score: Raw -210646.088279 + Penalty 2660.148230 = -207985.940049
  nChanged 399
		SP:Iteration 2F (181104.530000 sec): 3 clusters
  Score: Raw -211140.700870 + Penalty 2660.148230 = -208480.552639
  nChanged 293
		SP:Iteration 3F (181104.700000 sec): 3 clusters
  Score: Raw -211465.968688 + Penalty 2660.148230 = -208805.820458
  nChanged 233
		SP:Iteration 4F (181104.880000 sec): 3 clusters
  Score: Raw -211687.426323 + Penalty 2660.148230 = -209027.278093
  nChanged 168
		SP:Iteration 5Q (181105.060000 sec): 3 clusters
  Score: Raw -211803.031501 + Penalty 2660.148230 = -209142.883271
  nChanged 113
		SP:Iteration 6Q (181105.230000 sec): 3 clusters
  Score: Raw -211866.723298 + Penalty 2660.148230 = -209206.575068
  nChanged 67
		SP:Iteration 7Q (181105.410000 sec): 3 clusters
  Score: Raw -211899.000372 + Penalty 2660.148230 = -209238.852142
  nChanged 50
		SP:Iteration 8Q (181105.580000 sec): 3 clusters
  Score: Raw -211922.464722 + Penalty 2660.148230 = -209262.316492
  nChanged 40
		SP:Iteration 9Q (181105.760000 sec): 3 clusters
  Score: Raw -211936.473712 + Penalty 2660.148230 = -209276.325482
  nChanged 25
		SP:Iteration 10Q (181105.940000 sec): 3 clusters
  Score: Raw -211942.601906 + Penalty 2660.148230 = -209282.453676
  nChanged 11
		SP:Iteration 11Q (181106.110000 sec): 3 clusters
  Score: Raw -211946.129675 + Penalty 2660.148230 = -209285.981445
  nChanged 11
		SP:Iteration 12Q (181106.290000 sec): 3 clusters
  Score: Raw -211948.553264 + Penalty 2660.148230 = -209288.405034
  nChanged 8
		SP:Iteration 13Q (181106.460000 sec): 3 clusters
  Score: Raw -211949.921727 + Penalty 2660.148230 = -209289.773496
  nChanged 6
		SP:Iteration 14Q (181106.640000 sec): 3 clusters
  Score: Raw -211951.221650 + Penalty 2660.148230 = -209291.073420
  nChanged 6
		SP:Iteration 15Q (181106.820000 sec): 3 clusters
  Score: Raw -211952.235556 + Penalty 2660.148230 = -209292.087326
  nChanged 4
		SP:Iteration 16Q (181106.990000 sec): 3 clusters
  Score: Raw -211952.802226 + Penalty 2660.148230 = -209292.653996
  nChanged 3
		SP:Iteration 17Q (181107.170000 sec): 3 clusters
  Score: Raw -211953.889694 + Penalty 2660.148230 = -209293.741464
  nChanged 5
		SP:Iteration 18Q (181107.340000 sec): 3 clusters
  Score: Raw -211955.452277 + Penalty 2660.148230 = -209295.304047
  nChanged 5
		SP:Iteration 19Q (181107.520000 sec): 3 clusters
  Score: Raw -211956.417027 + Penalty 2660.148230 = -209296.268797
  nChanged 3
		SP:Iteration 20F (181107.700000 sec): 3 clusters
  Score: Raw -211956.911680 + Penalty 2660.148230 = -209296.763450
  nChanged 2
		SP:Iteration 21Q (181107.870000 sec): 3 clusters
  Score: Raw -211957.354524 + Penalty 2660.148230 = -209297.206294
  nChanged 2
		SP:Iteration 22Q (181108.050000 sec): 3 clusters
  Score: Raw -211958.044500 + Penalty 2660.148230 = -209297.896270
  nChanged 3
		SP:Iteration 23Q (181108.220000 sec): 3 clusters
  Score: Raw -211959.180917 + Penalty 2660.148230 = -209299.032687
  nChanged 4
		SP:Iteration 24Q (181108.400000 sec): 3 clusters
  Score: Raw -211960.131440 + Penalty 2660.148230 = -209299.983210
  nChanged 4
		SP:Iteration 25Q (181108.560000 sec): 3 clusters
  Score: Raw -211961.392414 + Penalty 2660.148230 = -209301.244184
  nChanged 4
		SP:Iteration 26Q (181108.730000 sec): 3 clusters
  Score: Raw -211962.182239 + Penalty 2660.148230 = -209302.034009
  nChanged 3
		SP:Iteration 27Q (181108.890000 sec): 3 clusters
  Score: Raw -211962.868614 + Penalty 2660.148230 = -209302.720384
  nChanged 4
		SP:Iteration 28Q (181109.060000 sec): 3 clusters
  Score: Raw -211963.631055 + Penalty 2660.148230 = -209303.482825
  nChanged 3
		SP:Iteration 29Q (181109.220000 sec): 3 clusters
  Score: Raw -211964.206779 + Penalty 2660.148230 = -209304.058548
  nChanged 2
		SP:Iteration 30Q (181109.380000 sec): 3 clusters
  Score: Raw -211964.546859 + Penalty 2660.148230 = -209304.398629
  nChanged 1
		SP:Iteration 31Q (181109.540000 sec): 3 clusters
  Score: Raw -211964.760501 + Penalty 2660.148230 = -209304.612271
  nChanged 3
		SP:Iteration 32Q (181109.710000 sec): 3 clusters
  Score: Raw -211965.281562 + Penalty 2660.148230 = -209305.133332
  nChanged 1
		SP:Iteration 33Q (181109.880000 sec): 3 clusters
  Score: Raw -211965.380014 + Penalty 2660.148230 = -209305.231784
  nChanged 0
		SP:Iteration 34F (181110.060000 sec): 3 clusters
  Score: Raw -211965.380014 + Penalty 2660.148230 = -209305.231784
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181110.170000 sec): 2 clusters
  Score: Raw -235514.935141 + Penalty 1273.666699 = -234241.268442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181110.340000 sec): 3 clusters
  Score: Raw -234378.135831 + Penalty 2547.333398 = -231830.802433
  nChanged 977
		SP:Iteration 1F (181110.520000 sec): 3 clusters
  Score: Raw -235094.066055 + Penalty 2547.333398 = -232546.732658
  nChanged 226
		SP:Iteration 2F (181110.700000 sec): 3 clusters
  Score: Raw -235296.801898 + Penalty 2547.333398 = -232749.468500
  nChanged 174
		SP:Iteration 3F (181110.870000 sec): 3 clusters
  Score: Raw -235481.353911 + Penalty 2547.333398 = -232934.020513
  nChanged 173
		SP:Iteration 4F (181111.050000 sec): 3 clusters
  Score: Raw -235662.873302 + Penalty 2547.333398 = -233115.539905
  nChanged 146
		SP:Iteration 5F (181111.220000 sec): 3 clusters
  Score: Raw -235793.931904 + Penalty 2547.333398 = -233246.598506
  nChanged 124
		SP:Iteration 6Q (181111.400000 sec): 3 clusters
  Score: Raw -235901.018869 + Penalty 2547.333398 = -233353.685471
  nChanged 90
		SP:Iteration 7Q (181111.580000 sec): 3 clusters
  Score: Raw -235969.688129 + Penalty 2547.333398 = -233422.354732
  nChanged 64
		SP:Iteration 8Q (181111.750000 sec): 3 clusters
  Score: Raw -236011.928247 + Penalty 2547.333398 = -233464.594850
  nChanged 51
		SP:Iteration 9Q (181111.930000 sec): 3 clusters
  Score: Raw -236048.730092 + Penalty 2547.333398 = -233501.396694
  nChanged 32
		SP:Iteration 10Q (181112.100000 sec): 3 clusters
  Score: Raw -236068.448565 + Penalty 2547.333398 = -233521.115168
  nChanged 16
		SP:Iteration 11Q (181112.280000 sec): 3 clusters
  Score: Raw -236077.389896 + Penalty 2547.333398 = -233530.056499
  nChanged 12
		SP:Iteration 12Q (181112.460000 sec): 3 clusters
  Score: Raw -236083.485070 + Penalty 2547.333398 = -233536.151672
  nChanged 7
		SP:Iteration 13Q (181112.630000 sec): 3 clusters
  Score: Raw -236087.057945 + Penalty 2547.333398 = -233539.724548
  nChanged 5
		SP:Iteration 14Q (181112.810000 sec): 3 clusters
  Score: Raw -236089.692348 + Penalty 2547.333398 = -233542.358950
  nChanged 9
		SP:Iteration 15Q (181112.980000 sec): 3 clusters
  Score: Raw -236095.984276 + Penalty 2547.333398 = -233548.650878
  nChanged 8
		SP:Iteration 16Q (181113.160000 sec): 3 clusters
  Score: Raw -236101.589886 + Penalty 2547.333398 = -233554.256489
  nChanged 13
		SP:Iteration 17Q (181113.340000 sec): 3 clusters
  Score: Raw -236111.370424 + Penalty 2547.333398 = -233564.037027
  nChanged 13
		SP:Iteration 18Q (181113.560000 sec): 3 clusters
  Score: Raw -236119.479805 + Penalty 2547.333398 = -233572.146407
  nChanged 10
		SP:Iteration 19Q (181113.680000 sec): 3 clusters
  Score: Raw -236125.451359 + Penalty 2547.333398 = -233578.117961
  nChanged 8
		SP:Iteration 20F (181113.730000 sec): 3 clusters
  Score: Raw -236131.161505 + Penalty 2547.333398 = -233583.828107
  nChanged 10
		SP:Iteration 21Q (181113.780000 sec): 3 clusters
  Score: Raw -236143.414752 + Penalty 2547.333398 = -233596.081354
  nChanged 14
		SP:Iteration 22Q (181113.830000 sec): 3 clusters
  Score: Raw -236153.534780 + Penalty 2547.333398 = -233606.201382
  nChanged 14
		SP:Iteration 23Q (181113.880000 sec): 3 clusters
  Score: Raw -236162.765728 + Penalty 2547.333398 = -233615.432331
  nChanged 12
		SP:Iteration 24Q (181113.930000 sec): 3 clusters
  Score: Raw -236171.761619 + Penalty 2547.333398 = -233624.428221
  nChanged 11
		SP:Iteration 25Q (181113.980000 sec): 3 clusters
  Score: Raw -236183.455380 + Penalty 2547.333398 = -233636.121982
  nChanged 12
		SP:Iteration 26Q (181114.030000 sec): 3 clusters
  Score: Raw -236199.773349 + Penalty 2547.333398 = -233652.439951
  nChanged 17
		SP:Iteration 27Q (181114.080000 sec): 3 clusters
  Score: Raw -236220.351980 + Penalty 2547.333398 = -233673.018582
  nChanged 16
		SP:Iteration 28Q (181114.120000 sec): 3 clusters
  Score: Raw -236236.268870 + Penalty 2547.333398 = -233688.935472
  nChanged 18
		SP:Iteration 29Q (181114.180000 sec): 3 clusters
  Score: Raw -236249.015151 + Penalty 2547.333398 = -233701.681753
  nChanged 11
		SP:Iteration 30Q (181114.220000 sec): 3 clusters
  Score: Raw -236255.659461 + Penalty 2547.333398 = -233708.326063
  nChanged 13
		SP:Iteration 31Q (181114.280000 sec): 3 clusters
  Score: Raw -236261.737555 + Penalty 2547.333398 = -233714.404158
  nChanged 9
		SP:Iteration 32Q (181114.320000 sec): 3 clusters
  Score: Raw -236267.883851 + Penalty 2547.333398 = -233720.550454
  nChanged 6
		SP:Iteration 33Q (181114.380000 sec): 3 clusters
  Score: Raw -236270.861699 + Penalty 2547.333398 = -233723.528301
  nChanged 2
		SP:Iteration 34Q (181114.420000 sec): 3 clusters
  Score: Raw -236271.171432 + Penalty 2547.333398 = -233723.838035
  nChanged 0
		SP:Iteration 35F (181114.480000 sec): 3 clusters
  Score: Raw -236271.171432 + Penalty 2547.333398 = -233723.838035
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (11376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181114.690000 sec): 2 clusters
  Score: Raw -989446.331956 + Penalty 1517.629937 = -987928.702019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181114.860000 sec): 3 clusters
  Score: Raw -983003.047563 + Penalty 3035.259874 = -979967.787688
  nChanged 4967
		SP:Iteration 1F (181115.160000 sec): 3 clusters
  Score: Raw -986108.702798 + Penalty 3035.259874 = -983073.442923
  nChanged 905
		SP:Iteration 2F (181115.340000 sec): 3 clusters
  Score: Raw -986684.756645 + Penalty 3035.259874 = -983649.496771
  nChanged 785
		SP:Iteration 3F (181115.600000 sec): 3 clusters
  Score: Raw -987193.316960 + Penalty 3035.259874 = -984158.057086
  nChanged 689
		SP:Iteration 4F (181115.850000 sec): 3 clusters
  Score: Raw -987616.242617 + Penalty 3035.259874 = -984580.982743
  nChanged 588
		SP:Iteration 5F (181116.110000 sec): 3 clusters
  Score: Raw -987963.437959 + Penalty 3035.259874 = -984928.178084
  nChanged 515
		SP:Iteration 6Q (181116.360000 sec): 3 clusters
  Score: Raw -988265.830655 + Penalty 3035.259874 = -985230.570781
  nChanged 481
		SP:Iteration 7Q (181116.620000 sec): 3 clusters
  Score: Raw -988571.258668 + Penalty 3035.259874 = -985535.998794
  nChanged 433
		SP:Iteration 8Q (181116.920000 sec): 3 clusters
  Score: Raw -988864.518978 + Penalty 3035.259874 = -985829.259103
  nChanged 387
		SP:Iteration 9Q (181117.140000 sec): 3 clusters
  Score: Raw -989113.656156 + Penalty 3035.259874 = -986078.396281
  nChanged 315
		SP:Iteration 10Q (181117.360000 sec): 3 clusters
  Score: Raw -989294.757591 + Penalty 3035.259874 = -986259.497717
  nChanged 259
		SP:Iteration 11Q (181117.570000 sec): 3 clusters
  Score: Raw -989429.049282 + Penalty 3035.259874 = -986393.789408
  nChanged 219
		SP:Iteration 12Q (181117.780000 sec): 3 clusters
  Score: Raw -989527.887678 + Penalty 3035.259874 = -986492.627803
  nChanged 177
		SP:Iteration 13Q (181118.000000 sec): 3 clusters
  Score: Raw -989600.772966 + Penalty 3035.259874 = -986565.513092
  nChanged 150
		SP:Iteration 14Q (181118.260000 sec): 3 clusters
  Score: Raw -989649.465698 + Penalty 3035.259874 = -986614.205823
  nChanged 123
		SP:Iteration 15Q (181118.440000 sec): 3 clusters
  Score: Raw -989684.125042 + Penalty 3035.259874 = -986648.865168
  nChanged 94
		SP:Iteration 16Q (181118.700000 sec): 3 clusters
  Score: Raw -989711.273025 + Penalty 3035.259874 = -986676.013150
  nChanged 81
		SP:Iteration 17Q (181118.910000 sec): 3 clusters
  Score: Raw -989729.494277 + Penalty 3035.259874 = -986694.234402
  nChanged 60
		SP:Iteration 18Q (181119.120000 sec): 3 clusters
  Score: Raw -989742.054391 + Penalty 3035.259874 = -986706.794517
  nChanged 42
		SP:Iteration 19Q (181119.340000 sec): 3 clusters
  Score: Raw -989748.380202 + Penalty 3035.259874 = -986713.120328
  nChanged 31
		SP:Iteration 20F (181119.600000 sec): 3 clusters
  Score: Raw -989751.841065 + Penalty 3035.259874 = -986716.581190
  nChanged 24
		SP:Iteration 21Q (181119.820000 sec): 3 clusters
  Score: Raw -989755.052768 + Penalty 3035.259874 = -986719.792893
  nChanged 20
		SP:Iteration 22Q (181120.020000 sec): 3 clusters
  Score: Raw -989758.430634 + Penalty 3035.259874 = -986723.170760
  nChanged 26
		SP:Iteration 23Q (181120.170000 sec): 3 clusters
  Score: Raw -989762.437005 + Penalty 3035.259874 = -986727.177131
  nChanged 22
		SP:Iteration 24Q (181120.420000 sec): 3 clusters
  Score: Raw -989765.853280 + Penalty 3035.259874 = -986730.593406
  nChanged 26
		SP:Iteration 25Q (181120.640000 sec): 3 clusters
  Score: Raw -989768.875511 + Penalty 3035.259874 = -986733.615636
  nChanged 13
		SP:Iteration 26Q (181120.840000 sec): 3 clusters
  Score: Raw -989770.833572 + Penalty 3035.259874 = -986735.573698
  nChanged 20
		SP:Iteration 27Q (181121.060000 sec): 3 clusters
  Score: Raw -989774.209716 + Penalty 3035.259874 = -986738.949842
  nChanged 23
		SP:Iteration 28Q (181121.260000 sec): 3 clusters
  Score: Raw -989777.823603 + Penalty 3035.259874 = -986742.563729
  nChanged 17
		SP:Iteration 29Q (181121.480000 sec): 3 clusters
  Score: Raw -989780.189469 + Penalty 3035.259874 = -986744.929594
  nChanged 15
		SP:Iteration 30Q (181121.690000 sec): 3 clusters
  Score: Raw -989783.351791 + Penalty 3035.259874 = -986748.091917
  nChanged 23
		SP:Iteration 31Q (181121.900000 sec): 3 clusters
  Score: Raw -989785.906096 + Penalty 3035.259874 = -986750.646222
  nChanged 22
		SP:Iteration 32Q (181122.110000 sec): 3 clusters
  Score: Raw -989788.434123 + Penalty 3035.259874 = -986753.174249
  nChanged 25
		SP:Iteration 33Q (181122.320000 sec): 3 clusters
  Score: Raw -989792.393834 + Penalty 3035.259874 = -986757.133960
  nChanged 23
		SP:Iteration 34Q (181122.530000 sec): 3 clusters
  Score: Raw -989795.421272 + Penalty 3035.259874 = -986760.161397
  nChanged 22
		SP:Iteration 35Q (181122.740000 sec): 3 clusters
  Score: Raw -989798.660713 + Penalty 3035.259874 = -986763.400839
  nChanged 25
		SP:Iteration 36Q (181122.950000 sec): 3 clusters
  Score: Raw -989803.288040 + Penalty 3035.259874 = -986768.028165
  nChanged 24
		SP:Iteration 37Q (181123.160000 sec): 3 clusters
  Score: Raw -989807.003011 + Penalty 3035.259874 = -986771.743136
  nChanged 29
		SP:Iteration 38Q (181123.380000 sec): 3 clusters
  Score: Raw -989811.453612 + Penalty 3035.259874 = -986776.193738
  nChanged 30
		SP:Iteration 39Q (181123.580000 sec): 3 clusters
  Score: Raw -989816.685103 + Penalty 3035.259874 = -986781.425228
  nChanged 30
		SP:Iteration 40F (181123.840000 sec): 3 clusters
  Score: Raw -989822.229388 + Penalty 3035.259874 = -986786.969514
  nChanged 27
		SP:Iteration 41Q (181124.050000 sec): 3 clusters
  Score: Raw -989826.670742 + Penalty 3035.259874 = -986791.410868
  nChanged 24
		SP:Iteration 42Q (181124.260000 sec): 3 clusters
  Score: Raw -989831.197112 + Penalty 3035.259874 = -986795.937238
  nChanged 23
		SP:Iteration 43Q (181124.470000 sec): 3 clusters
  Score: Raw -989835.532024 + Penalty 3035.259874 = -986800.272150
  nChanged 27
		SP:Iteration 44Q (181124.680000 sec): 3 clusters
  Score: Raw -989841.645605 + Penalty 3035.259874 = -986806.385730
  nChanged 30
		SP:Iteration 45Q (181124.890000 sec): 3 clusters
  Score: Raw -989847.414775 + Penalty 3035.259874 = -986812.154901
  nChanged 25
		SP:Iteration 46Q (181125.100000 sec): 3 clusters
  Score: Raw -989851.667052 + Penalty 3035.259874 = -986816.407178
  nChanged 23
		SP:Iteration 47Q (181125.310000 sec): 3 clusters
  Score: Raw -989855.017738 + Penalty 3035.259874 = -986819.757863
  nChanged 23
		SP:Iteration 48Q (181125.520000 sec): 3 clusters
  Score: Raw -989858.005877 + Penalty 3035.259874 = -986822.746002
  nChanged 20
		SP:Iteration 49Q (181125.730000 sec): 3 clusters
  Score: Raw -989860.935751 + Penalty 3035.259874 = -986825.675877
  nChanged 15
		SP:Iteration 50Q (181125.940000 sec): 3 clusters
  Score: Raw -989862.645035 + Penalty 3035.259874 = -986827.385160
  nChanged 8
		SP:Iteration 51Q (181126.150000 sec): 3 clusters
  Score: Raw -989863.535296 + Penalty 3035.259874 = -986828.275422
  nChanged 11
		SP:Iteration 52Q (181126.360000 sec): 3 clusters
  Score: Raw -989864.862613 + Penalty 3035.259874 = -986829.602739
  nChanged 8
		SP:Iteration 53Q (181126.570000 sec): 3 clusters
  Score: Raw -989866.030434 + Penalty 3035.259874 = -986830.770560
  nChanged 13
		SP:Iteration 54Q (181126.780000 sec): 3 clusters
  Score: Raw -989868.041770 + Penalty 3035.259874 = -986832.781896
  nChanged 14
		SP:Iteration 55Q (181127.000000 sec): 3 clusters
  Score: Raw -989869.774005 + Penalty 3035.259874 = -986834.514130
  nChanged 14
		SP:Iteration 56Q (181127.200000 sec): 3 clusters
  Score: Raw -989871.565876 + Penalty 3035.259874 = -986836.306001
  nChanged 10
		SP:Iteration 57Q (181127.420000 sec): 3 clusters
  Score: Raw -989872.517071 + Penalty 3035.259874 = -986837.257196
  nChanged 6
		SP:Iteration 58Q (181127.620000 sec): 3 clusters
  Score: Raw -989873.313890 + Penalty 3035.259874 = -986838.054016
  nChanged 6
		SP:Iteration 59Q (181127.840000 sec): 3 clusters
  Score: Raw -989873.816012 + Penalty 3035.259874 = -986838.556137
  nChanged 1
		SP:Iteration 60F (181128.040000 sec): 3 clusters
  Score: Raw -989873.934093 + Penalty 3035.259874 = -986838.674218
  nChanged 1
		SP:Iteration 61Q (181128.260000 sec): 3 clusters
  Score: Raw -989873.977123 + Penalty 3035.259874 = -986838.717248
  nChanged 2
		SP:Iteration 62Q (181128.470000 sec): 3 clusters
  Score: Raw -989874.224821 + Penalty 3035.259874 = -986838.964946
  nChanged 3
		SP:Iteration 63Q (181128.680000 sec): 3 clusters
  Score: Raw -989874.491641 + Penalty 3035.259874 = -986839.231766
  nChanged 2
		SP:Iteration 64Q (181128.890000 sec): 3 clusters
  Score: Raw -989874.736525 + Penalty 3035.259874 = -986839.476650
  nChanged 2
		SP:Iteration 65Q (181129.100000 sec): 3 clusters
  Score: Raw -989874.886344 + Penalty 3035.259874 = -986839.626470
  nChanged 1
		SP:Iteration 66Q (181129.310000 sec): 3 clusters
  Score: Raw -989875.036623 + Penalty 3035.259874 = -986839.776748
  nChanged 0
		SP:Iteration 67F (181129.520000 sec): 3 clusters
  Score: Raw -989875.036623 + Penalty 3035.259874 = -986839.776748
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (3340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181129.630000 sec): 2 clusters
  Score: Raw -270726.790513 + Penalty 1318.480489 = -269408.310024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181129.810000 sec): 3 clusters
  Score: Raw -269187.508935 + Penalty 2636.960978 = -266550.547957
  nChanged 1267
		SP:Iteration 1F (181129.980000 sec): 3 clusters
  Score: Raw -270000.470195 + Penalty 2636.960978 = -267363.509218
  nChanged 297
		SP:Iteration 2F (181130.160000 sec): 3 clusters
  Score: Raw -270237.679446 + Penalty 2636.960978 = -267600.718468
  nChanged 205
		SP:Iteration 3F (181130.330000 sec): 3 clusters
  Score: Raw -270402.542747 + Penalty 2636.960978 = -267765.581769
  nChanged 168
		SP:Iteration 4F (181130.510000 sec): 3 clusters
  Score: Raw -270527.399366 + Penalty 2636.960978 = -267890.438388
  nChanged 137
		SP:Iteration 5Q (181130.690000 sec): 3 clusters
  Score: Raw -270616.453111 + Penalty 2636.960978 = -267979.492133
  nChanged 114
		SP:Iteration 6Q (181130.860000 sec): 3 clusters
  Score: Raw -270701.905163 + Penalty 2636.960978 = -268064.944185
  nChanged 122
		SP:Iteration 7Q (181131.040000 sec): 3 clusters
  Score: Raw -270788.401982 + Penalty 2636.960978 = -268151.441004
  nChanged 107
		SP:Iteration 8Q (181131.210000 sec): 3 clusters
  Score: Raw -270858.546892 + Penalty 2636.960978 = -268221.585914
  nChanged 95
		SP:Iteration 9Q (181131.390000 sec): 3 clusters
  Score: Raw -270913.188423 + Penalty 2636.960978 = -268276.227445
  nChanged 85
		SP:Iteration 10Q (181131.570000 sec): 3 clusters
  Score: Raw -270956.897632 + Penalty 2636.960978 = -268319.936654
  nChanged 71
		SP:Iteration 11Q (181131.740000 sec): 3 clusters
  Score: Raw -270989.474218 + Penalty 2636.960978 = -268352.513240
  nChanged 52
		SP:Iteration 12Q (181131.920000 sec): 3 clusters
  Score: Raw -271015.448636 + Penalty 2636.960978 = -268378.487658
  nChanged 34
		SP:Iteration 13Q (181132.090000 sec): 3 clusters
  Score: Raw -271033.822335 + Penalty 2636.960978 = -268396.861357
  nChanged 32
		SP:Iteration 14Q (181132.270000 sec): 3 clusters
  Score: Raw -271048.714588 + Penalty 2636.960978 = -268411.753610
  nChanged 40
		SP:Iteration 15Q (181132.450000 sec): 3 clusters
  Score: Raw -271070.175729 + Penalty 2636.960978 = -268433.214751
  nChanged 39
		SP:Iteration 16Q (181132.620000 sec): 3 clusters
  Score: Raw -271088.180751 + Penalty 2636.960978 = -268451.219773
  nChanged 44
		SP:Iteration 17Q (181132.800000 sec): 3 clusters
  Score: Raw -271111.021481 + Penalty 2636.960978 = -268474.060503
  nChanged 39
		SP:Iteration 18Q (181132.960000 sec): 3 clusters
  Score: Raw -271127.747238 + Penalty 2636.960978 = -268490.786260
  nChanged 28
		SP:Iteration 19Q (181133.120000 sec): 3 clusters
  Score: Raw -271141.438604 + Penalty 2636.960978 = -268504.477626
  nChanged 23
		SP:Iteration 20F (181133.290000 sec): 3 clusters
  Score: Raw -271149.159349 + Penalty 2636.960978 = -268512.198372
  nChanged 25
		SP:Iteration 21Q (181133.450000 sec): 3 clusters
  Score: Raw -271161.766418 + Penalty 2636.960978 = -268524.805440
  nChanged 12
		SP:Iteration 22Q (181133.610000 sec): 3 clusters
  Score: Raw -271167.019486 + Penalty 2636.960978 = -268530.058508
  nChanged 14
		SP:Iteration 23Q (181133.770000 sec): 3 clusters
  Score: Raw -271171.235899 + Penalty 2636.960978 = -268534.274922
  nChanged 9
		SP:Iteration 24Q (181133.940000 sec): 3 clusters
  Score: Raw -271174.379723 + Penalty 2636.960978 = -268537.418745
  nChanged 12
		SP:Iteration 25Q (181134.100000 sec): 3 clusters
  Score: Raw -271179.310724 + Penalty 2636.960978 = -268542.349746
  nChanged 14
		SP:Iteration 26Q (181134.270000 sec): 3 clusters
  Score: Raw -271184.866480 + Penalty 2636.960978 = -268547.905502
  nChanged 8
		SP:Iteration 27Q (181134.430000 sec): 3 clusters
  Score: Raw -271190.553193 + Penalty 2636.960978 = -268553.592215
  nChanged 18
		SP:Iteration 28Q (181134.590000 sec): 3 clusters
  Score: Raw -271199.051576 + Penalty 2636.960978 = -268562.090598
  nChanged 17
		SP:Iteration 29Q (181134.760000 sec): 3 clusters
  Score: Raw -271205.691657 + Penalty 2636.960978 = -268568.730679
  nChanged 16
		SP:Iteration 30Q (181134.900000 sec): 3 clusters
  Score: Raw -271211.031342 + Penalty 2636.960978 = -268574.070364
  nChanged 15
		SP:Iteration 31Q (181134.970000 sec): 3 clusters
  Score: Raw -271217.165128 + Penalty 2636.960978 = -268580.204150
  nChanged 10
		SP:Iteration 32Q (181135.050000 sec): 3 clusters
  Score: Raw -271221.079095 + Penalty 2636.960978 = -268584.118117
  nChanged 12
		SP:Iteration 33Q (181135.120000 sec): 3 clusters
  Score: Raw -271225.907460 + Penalty 2636.960978 = -268588.946482
  nChanged 9
		SP:Iteration 34Q (181135.190000 sec): 3 clusters
  Score: Raw -271229.347476 + Penalty 2636.960978 = -268592.386498
  nChanged 10
		SP:Iteration 35Q (181135.260000 sec): 3 clusters
  Score: Raw -271234.090210 + Penalty 2636.960978 = -268597.129232
  nChanged 12
		SP:Iteration 36Q (181135.330000 sec): 3 clusters
  Score: Raw -271239.493895 + Penalty 2636.960978 = -268602.532917
  nChanged 15
		SP:Iteration 37Q (181135.390000 sec): 3 clusters
  Score: Raw -271248.119522 + Penalty 2636.960978 = -268611.158545
  nChanged 15
		SP:Iteration 38Q (181135.470000 sec): 3 clusters
  Score: Raw -271253.531525 + Penalty 2636.960978 = -268616.570547
  nChanged 6
		SP:Iteration 39Q (181135.540000 sec): 3 clusters
  Score: Raw -271257.269688 + Penalty 2636.960978 = -268620.308710
  nChanged 13
		SP:Iteration 40F (181135.610000 sec): 3 clusters
  Score: Raw -271264.955938 + Penalty 2636.960978 = -268627.994960
  nChanged 21
		SP:Iteration 41Q (181135.680000 sec): 3 clusters
  Score: Raw -271277.398219 + Penalty 2636.960978 = -268640.437241
  nChanged 21
		SP:Iteration 42Q (181135.750000 sec): 3 clusters
  Score: Raw -271292.247545 + Penalty 2636.960978 = -268655.286567
  nChanged 19
		SP:Iteration 43Q (181135.820000 sec): 3 clusters
  Score: Raw -271307.088579 + Penalty 2636.960978 = -268670.127601
  nChanged 17
		SP:Iteration 44Q (181135.890000 sec): 3 clusters
  Score: Raw -271317.712156 + Penalty 2636.960978 = -268680.751178
  nChanged 23
		SP:Iteration 45Q (181135.960000 sec): 3 clusters
  Score: Raw -271325.226719 + Penalty 2636.960978 = -268688.265741
  nChanged 12
		SP:Iteration 46Q (181136.030000 sec): 3 clusters
  Score: Raw -271329.573071 + Penalty 2636.960978 = -268692.612093
  nChanged 5
		SP:Iteration 47Q (181136.090000 sec): 3 clusters
  Score: Raw -271332.263946 + Penalty 2636.960978 = -268695.302968
  nChanged 9
		SP:Iteration 48Q (181136.160000 sec): 3 clusters
  Score: Raw -271334.592199 + Penalty 2636.960978 = -268697.631221
  nChanged 4
		SP:Iteration 49Q (181136.230000 sec): 3 clusters
  Score: Raw -271335.758780 + Penalty 2636.960978 = -268698.797802
  nChanged 0
		SP:Iteration 50F (181136.300000 sec): 3 clusters
  Score: Raw -271335.758780 + Penalty 2636.960978 = -268698.797802
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (2075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181136.360000 sec): 2 clusters
  Score: Raw -193774.293494 + Penalty 1241.128920 = -192533.164574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181136.410000 sec): 3 clusters
  Score: Raw -192904.022405 + Penalty 2482.257841 = -190421.764564
  nChanged 762
		SP:Iteration 1F (181136.450000 sec): 3 clusters
  Score: Raw -193423.847343 + Penalty 2482.257841 = -190941.589502
  nChanged 172
		SP:Iteration 2F (181136.490000 sec): 3 clusters
  Score: Raw -193550.592041 + Penalty 2482.257841 = -191068.334201
  nChanged 108
		SP:Iteration 3F (181136.530000 sec): 3 clusters
  Score: Raw -193631.745814 + Penalty 2482.257841 = -191149.487974
  nChanged 69
		SP:Iteration 4Q (181136.580000 sec): 3 clusters
  Score: Raw -193687.112816 + Penalty 2482.257841 = -191204.854975
  nChanged 66
		SP:Iteration 5Q (181136.620000 sec): 3 clusters
  Score: Raw -193736.403642 + Penalty 2482.257841 = -191254.145801
  nChanged 53
		SP:Iteration 6Q (181136.660000 sec): 3 clusters
  Score: Raw -193767.831211 + Penalty 2482.257841 = -191285.573371
  nChanged 32
		SP:Iteration 7Q (181136.700000 sec): 3 clusters
  Score: Raw -193790.668119 + Penalty 2482.257841 = -191308.410278
  nChanged 27
		SP:Iteration 8Q (181136.750000 sec): 3 clusters
  Score: Raw -193807.293001 + Penalty 2482.257841 = -191325.035160
  nChanged 24
		SP:Iteration 9Q (181136.790000 sec): 3 clusters
  Score: Raw -193819.557805 + Penalty 2482.257841 = -191337.299965
  nChanged 17
		SP:Iteration 10Q (181136.830000 sec): 3 clusters
  Score: Raw -193829.597105 + Penalty 2482.257841 = -191347.339264
  nChanged 18
		SP:Iteration 11Q (181136.870000 sec): 3 clusters
  Score: Raw -193838.899655 + Penalty 2482.257841 = -191356.641815
  nChanged 11
		SP:Iteration 12Q (181136.910000 sec): 3 clusters
  Score: Raw -193844.625918 + Penalty 2482.257841 = -191362.368078
  nChanged 11
		SP:Iteration 13Q (181136.950000 sec): 3 clusters
  Score: Raw -193849.489397 + Penalty 2482.257841 = -191367.231557
  nChanged 12
		SP:Iteration 14Q (181137.000000 sec): 3 clusters
  Score: Raw -193855.077241 + Penalty 2482.257841 = -191372.819400
  nChanged 7
		SP:Iteration 15Q (181137.040000 sec): 3 clusters
  Score: Raw -193857.533376 + Penalty 2482.257841 = -191375.275535
  nChanged 7
		SP:Iteration 16Q (181137.080000 sec): 3 clusters
  Score: Raw -193859.852262 + Penalty 2482.257841 = -191377.594421
  nChanged 3
		SP:Iteration 17Q (181137.120000 sec): 3 clusters
  Score: Raw -193861.210839 + Penalty 2482.257841 = -191378.952998
  nChanged 5
		SP:Iteration 18Q (181137.160000 sec): 3 clusters
  Score: Raw -193865.233457 + Penalty 2482.257841 = -191382.975617
  nChanged 5
		SP:Iteration 19Q (181137.210000 sec): 3 clusters
  Score: Raw -193868.870561 + Penalty 2482.257841 = -191386.612721
  nChanged 5
		SP:Iteration 20F (181137.250000 sec): 3 clusters
  Score: Raw -193871.584169 + Penalty 2482.257841 = -191389.326328
  nChanged 12
		SP:Iteration 21Q (181137.290000 sec): 3 clusters
  Score: Raw -193881.150157 + Penalty 2482.257841 = -191398.892316
  nChanged 15
		SP:Iteration 22Q (181137.330000 sec): 3 clusters
  Score: Raw -193887.699903 + Penalty 2482.257841 = -191405.442063
  nChanged 6
		SP:Iteration 23Q (181137.370000 sec): 3 clusters
  Score: Raw -193891.798430 + Penalty 2482.257841 = -191409.540589
  nChanged 11
		SP:Iteration 24Q (181137.410000 sec): 3 clusters
  Score: Raw -193895.776821 + Penalty 2482.257841 = -191413.518980
  nChanged 5
		SP:Iteration 25Q (181137.460000 sec): 3 clusters
  Score: Raw -193897.736014 + Penalty 2482.257841 = -191415.478174
  nChanged 6
		SP:Iteration 26Q (181137.500000 sec): 3 clusters
  Score: Raw -193900.501771 + Penalty 2482.257841 = -191418.243931
  nChanged 4
		SP:Iteration 27Q (181137.540000 sec): 3 clusters
  Score: Raw -193902.944751 + Penalty 2482.257841 = -191420.686910
  nChanged 5
		SP:Iteration 28Q (181137.580000 sec): 3 clusters
  Score: Raw -193904.599585 + Penalty 2482.257841 = -191422.341745
  nChanged 3
		SP:Iteration 29Q (181137.730000 sec): 3 clusters
  Score: Raw -193906.556394 + Penalty 2482.257841 = -191424.298553
  nChanged 6
		SP:Iteration 30Q (181137.910000 sec): 3 clusters
  Score: Raw -193910.066752 + Penalty 2482.257841 = -191427.808912
  nChanged 7
		SP:Iteration 31Q (181138.090000 sec): 3 clusters
  Score: Raw -193913.237834 + Penalty 2482.257841 = -191430.979993
  nChanged 4
		SP:Iteration 32Q (181138.260000 sec): 3 clusters
  Score: Raw -193915.672686 + Penalty 2482.257841 = -191433.414846
  nChanged 8
		SP:Iteration 33Q (181138.440000 sec): 3 clusters
  Score: Raw -193920.312665 + Penalty 2482.257841 = -191438.054824
  nChanged 7
		SP:Iteration 34Q (181138.610000 sec): 3 clusters
  Score: Raw -193925.704449 + Penalty 2482.257841 = -191443.446608
  nChanged 8
		SP:Iteration 35Q (181138.790000 sec): 3 clusters
  Score: Raw -193932.380616 + Penalty 2482.257841 = -191450.122775
  nChanged 11
		SP:Iteration 36Q (181138.970000 sec): 3 clusters
  Score: Raw -193939.271328 + Penalty 2482.257841 = -191457.013487
  nChanged 15
		SP:Iteration 37Q (181139.140000 sec): 3 clusters
  Score: Raw -193950.102545 + Penalty 2482.257841 = -191467.844705
  nChanged 16
		SP:Iteration 38Q (181139.320000 sec): 3 clusters
  Score: Raw -193960.880558 + Penalty 2482.257841 = -191478.622717
  nChanged 18
		SP:Iteration 39Q (181139.490000 sec): 3 clusters
  Score: Raw -193971.106714 + Penalty 2482.257841 = -191488.848873
  nChanged 13
		SP:Iteration 40F (181139.670000 sec): 3 clusters
  Score: Raw -193978.216747 + Penalty 2482.257841 = -191495.958907
  nChanged 15
		SP:Iteration 41Q (181139.850000 sec): 3 clusters
  Score: Raw -193988.290396 + Penalty 2482.257841 = -191506.032555
  nChanged 14
		SP:Iteration 42Q (181139.980000 sec): 3 clusters
  Score: Raw -193998.018419 + Penalty 2482.257841 = -191515.760579
  nChanged 13
		SP:Iteration 43Q (181140.020000 sec): 3 clusters
  Score: Raw -194009.081861 + Penalty 2482.257841 = -191526.824020
  nChanged 22
		SP:Iteration 44Q (181140.060000 sec): 3 clusters
  Score: Raw -194026.224066 + Penalty 2482.257841 = -191543.966225
  nChanged 24
		SP:Iteration 45Q (181140.100000 sec): 3 clusters
  Score: Raw -194044.197982 + Penalty 2482.257841 = -191561.940142
  nChanged 27
		SP:Iteration 46Q (181140.140000 sec): 3 clusters
  Score: Raw -194066.457077 + Penalty 2482.257841 = -191584.199236
  nChanged 22
		SP:Iteration 47Q (181140.190000 sec): 3 clusters
  Score: Raw -194087.396651 + Penalty 2482.257841 = -191605.138811
  nChanged 32
		SP:Iteration 48Q (181140.230000 sec): 3 clusters
  Score: Raw -194114.176279 + Penalty 2482.257841 = -191631.918439
  nChanged 40
		SP:Iteration 49Q (181140.270000 sec): 3 clusters
  Score: Raw -194144.291598 + Penalty 2482.257841 = -191662.033757
  nChanged 28
		SP:Iteration 50Q (181140.310000 sec): 3 clusters
  Score: Raw -194165.223452 + Penalty 2482.257841 = -191682.965611
  nChanged 27
		SP:Iteration 51Q (181140.350000 sec): 3 clusters
  Score: Raw -194183.716238 + Penalty 2482.257841 = -191701.458397
  nChanged 20
		SP:Iteration 52Q (181140.390000 sec): 3 clusters
  Score: Raw -194198.146145 + Penalty 2482.257841 = -191715.888304
  nChanged 14
		SP:Iteration 53Q (181140.430000 sec): 3 clusters
  Score: Raw -194206.800171 + Penalty 2482.257841 = -191724.542331
  nChanged 10
		SP:Iteration 54Q (181140.480000 sec): 3 clusters
  Score: Raw -194212.910666 + Penalty 2482.257841 = -191730.652826
  nChanged 11
		SP:Iteration 55Q (181140.520000 sec): 3 clusters
  Score: Raw -194219.008452 + Penalty 2482.257841 = -191736.750612
  nChanged 8
		SP:Iteration 56Q (181140.560000 sec): 3 clusters
  Score: Raw -194224.424787 + Penalty 2482.257841 = -191742.166947
  nChanged 8
		SP:Iteration 57Q (181140.600000 sec): 3 clusters
  Score: Raw -194230.212217 + Penalty 2482.257841 = -191747.954376
  nChanged 10
		SP:Iteration 58Q (181140.650000 sec): 3 clusters
  Score: Raw -194237.422510 + Penalty 2482.257841 = -191755.164670
  nChanged 8
		SP:Iteration 59Q (181140.690000 sec): 3 clusters
  Score: Raw -194242.914977 + Penalty 2482.257841 = -191760.657136
  nChanged 4
		SP:Iteration 60F (181140.730000 sec): 3 clusters
  Score: Raw -194245.224694 + Penalty 2482.257841 = -191762.966854
  nChanged 6
		SP:Iteration 61Q (181140.770000 sec): 3 clusters
  Score: Raw -194247.809413 + Penalty 2482.257841 = -191765.551573
  nChanged 5
		SP:Iteration 62Q (181140.810000 sec): 3 clusters
  Score: Raw -194249.726400 + Penalty 2482.257841 = -191767.468560
  nChanged 4
		SP:Iteration 63Q (181140.850000 sec): 3 clusters
  Score: Raw -194251.949590 + Penalty 2482.257841 = -191769.691750
  nChanged 1
		SP:Iteration 64Q (181140.890000 sec): 3 clusters
  Score: Raw -194252.718552 + Penalty 2482.257841 = -191770.460711
  nChanged 1
		SP:Iteration 65Q (181140.940000 sec): 3 clusters
  Score: Raw -194252.943832 + Penalty 2482.257841 = -191770.685991
  nChanged 1
		SP:Iteration 66Q (181140.980000 sec): 3 clusters
  Score: Raw -194253.460914 + Penalty 2482.257841 = -191771.203074
  nChanged 0
		SP:Iteration 67F (181141.020000 sec): 3 clusters
  Score: Raw -194253.460914 + Penalty 2482.257841 = -191771.203074
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (4822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181141.130000 sec): 2 clusters
  Score: Raw -376506.460186 + Penalty 1378.153410 = -375128.306776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181141.310000 sec): 3 clusters
  Score: Raw -374042.306610 + Penalty 2756.306819 = -371285.999791
  nChanged 1959
		SP:Iteration 1F (181141.490000 sec): 3 clusters
  Score: Raw -375276.281309 + Penalty 2756.306819 = -372519.974490
  nChanged 397
		SP:Iteration 2F (181141.660000 sec): 3 clusters
  Score: Raw -375551.629977 + Penalty 2756.306819 = -372795.323158
  nChanged 309
		SP:Iteration 3F (181141.850000 sec): 3 clusters
  Score: Raw -375771.790553 + Penalty 2756.306819 = -373015.483734
  nChanged 263
		SP:Iteration 4F (181141.930000 sec): 3 clusters
  Score: Raw -375942.557606 + Penalty 2756.306819 = -373186.250787
  nChanged 219
		SP:Iteration 5Q (181142.020000 sec): 3 clusters
  Score: Raw -376080.045843 + Penalty 2756.306819 = -373323.739024
  nChanged 182
		SP:Iteration 6Q (181142.110000 sec): 3 clusters
  Score: Raw -376192.513924 + Penalty 2756.306819 = -373436.207105
  nChanged 174
		SP:Iteration 7Q (181142.200000 sec): 3 clusters
  Score: Raw -376300.263047 + Penalty 2756.306819 = -373543.956228
  nChanged 146
		SP:Iteration 8Q (181142.290000 sec): 3 clusters
  Score: Raw -376383.124276 + Penalty 2756.306819 = -373626.817457
  nChanged 128
		SP:Iteration 9Q (181142.370000 sec): 3 clusters
  Score: Raw -376459.040735 + Penalty 2756.306819 = -373702.733916
  nChanged 132
		SP:Iteration 10Q (181142.460000 sec): 3 clusters
  Score: Raw -376541.073267 + Penalty 2756.306819 = -373784.766448
  nChanged 113
		SP:Iteration 11Q (181142.550000 sec): 3 clusters
  Score: Raw -376613.040440 + Penalty 2756.306819 = -373856.733621
  nChanged 106
		SP:Iteration 12Q (181142.630000 sec): 3 clusters
  Score: Raw -376682.009323 + Penalty 2756.306819 = -373925.702504
  nChanged 91
		SP:Iteration 13Q (181142.720000 sec): 3 clusters
  Score: Raw -376740.704502 + Penalty 2756.306819 = -373984.397683
  nChanged 83
		SP:Iteration 14Q (181142.810000 sec): 3 clusters
  Score: Raw -376786.810132 + Penalty 2756.306819 = -374030.503313
  nChanged 64
		SP:Iteration 15Q (181142.900000 sec): 3 clusters
  Score: Raw -376820.711020 + Penalty 2756.306819 = -374064.404201
  nChanged 64
		SP:Iteration 16Q (181142.990000 sec): 3 clusters
  Score: Raw -376852.227446 + Penalty 2756.306819 = -374095.920627
  nChanged 54
		SP:Iteration 17Q (181143.070000 sec): 3 clusters
  Score: Raw -376879.485888 + Penalty 2756.306819 = -374123.179069
  nChanged 49
		SP:Iteration 18Q (181143.160000 sec): 3 clusters
  Score: Raw -376907.176799 + Penalty 2756.306819 = -374150.869980
  nChanged 43
		SP:Iteration 19Q (181143.390000 sec): 3 clusters
  Score: Raw -376931.158155 + Penalty 2756.306819 = -374174.851336
  nChanged 41
		SP:Iteration 20F (181143.560000 sec): 3 clusters
  Score: Raw -376960.474580 + Penalty 2756.306819 = -374204.167761
  nChanged 52
		SP:Iteration 21Q (181143.730000 sec): 3 clusters
  Score: Raw -377014.979091 + Penalty 2756.306819 = -374258.672272
  nChanged 51
		SP:Iteration 22Q (181143.910000 sec): 3 clusters
  Score: Raw -377052.032775 + Penalty 2756.306819 = -374295.725956
  nChanged 50
		SP:Iteration 23Q (181144.090000 sec): 3 clusters
  Score: Raw -377078.547280 + Penalty 2756.306819 = -374322.240461
  nChanged 43
		SP:Iteration 24Q (181144.260000 sec): 3 clusters
  Score: Raw -377102.245599 + Penalty 2756.306819 = -374345.938780
  nChanged 36
		SP:Iteration 25Q (181144.430000 sec): 3 clusters
  Score: Raw -377118.208116 + Penalty 2756.306819 = -374361.901297
  nChanged 34
		SP:Iteration 26Q (181144.610000 sec): 3 clusters
  Score: Raw -377138.588807 + Penalty 2756.306819 = -374382.281988
  nChanged 29
		SP:Iteration 27Q (181144.790000 sec): 3 clusters
  Score: Raw -377152.860148 + Penalty 2756.306819 = -374396.553329
  nChanged 23
		SP:Iteration 28Q (181144.960000 sec): 3 clusters
  Score: Raw -377161.880205 + Penalty 2756.306819 = -374405.573386
  nChanged 20
		SP:Iteration 29Q (181145.140000 sec): 3 clusters
  Score: Raw -377167.618821 + Penalty 2756.306819 = -374411.312001
  nChanged 11
		SP:Iteration 30Q (181145.310000 sec): 3 clusters
  Score: Raw -377170.570195 + Penalty 2756.306819 = -374414.263376
  nChanged 12
		SP:Iteration 31Q (181145.490000 sec): 3 clusters
  Score: Raw -377174.524856 + Penalty 2756.306819 = -374418.218037
  nChanged 8
		SP:Iteration 32Q (181145.660000 sec): 3 clusters
  Score: Raw -377176.726226 + Penalty 2756.306819 = -374420.419406
  nChanged 10
		SP:Iteration 33Q (181145.840000 sec): 3 clusters
  Score: Raw -377178.651234 + Penalty 2756.306819 = -374422.344415
  nChanged 5
		SP:Iteration 34Q (181146.010000 sec): 3 clusters
  Score: Raw -377179.578415 + Penalty 2756.306819 = -374423.271596
  nChanged 2
		SP:Iteration 35Q (181146.190000 sec): 3 clusters
  Score: Raw -377180.253970 + Penalty 2756.306819 = -374423.947151
  nChanged 3
		SP:Iteration 36Q (181146.370000 sec): 3 clusters
  Score: Raw -377181.283912 + Penalty 2756.306819 = -374424.977093
  nChanged 4
		SP:Iteration 37Q (181146.540000 sec): 3 clusters
  Score: Raw -377181.994547 + Penalty 2756.306819 = -374425.687728
  nChanged 0
		SP:Iteration 38F (181146.720000 sec): 3 clusters
  Score: Raw -377181.994547 + Penalty 2756.306819 = -374425.687728
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (2845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181146.820000 sec): 2 clusters
  Score: Raw -234968.690746 + Penalty 1292.414231 = -233676.276514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181146.990000 sec): 3 clusters
  Score: Raw -233628.530347 + Penalty 2584.828463 = -231043.701884
  nChanged 1089
		SP:Iteration 1F (181147.170000 sec): 3 clusters
  Score: Raw -234352.908831 + Penalty 2584.828463 = -231768.080368
  nChanged 268
		SP:Iteration 2F (181147.350000 sec): 3 clusters
  Score: Raw -234556.138089 + Penalty 2584.828463 = -231971.309626
  nChanged 191
		SP:Iteration 3F (181147.520000 sec): 3 clusters
  Score: Raw -234686.931486 + Penalty 2584.828463 = -232102.103023
  nChanged 135
		SP:Iteration 4Q (181147.700000 sec): 3 clusters
  Score: Raw -234761.432267 + Penalty 2584.828463 = -232176.603805
  nChanged 82
		SP:Iteration 5Q (181147.870000 sec): 3 clusters
  Score: Raw -234805.001088 + Penalty 2584.828463 = -232220.172625
  nChanged 66
		SP:Iteration 6Q (181148.050000 sec): 3 clusters
  Score: Raw -234843.361408 + Penalty 2584.828463 = -232258.532945
  nChanged 62
		SP:Iteration 7Q (181148.230000 sec): 3 clusters
  Score: Raw -234880.972637 + Penalty 2584.828463 = -232296.144174
  nChanged 56
		SP:Iteration 8Q (181148.400000 sec): 3 clusters
  Score: Raw -234915.041613 + Penalty 2584.828463 = -232330.213150
  nChanged 62
		SP:Iteration 9Q (181148.580000 sec): 3 clusters
  Score: Raw -234953.773752 + Penalty 2584.828463 = -232368.945290
  nChanged 65
		SP:Iteration 10Q (181148.750000 sec): 3 clusters
  Score: Raw -234994.439408 + Penalty 2584.828463 = -232409.610945
  nChanged 70
		SP:Iteration 11Q (181148.930000 sec): 3 clusters
  Score: Raw -235035.219152 + Penalty 2584.828463 = -232450.390689
  nChanged 59
		SP:Iteration 12Q (181149.110000 sec): 3 clusters
  Score: Raw -235078.487839 + Penalty 2584.828463 = -232493.659376
  nChanged 65
		SP:Iteration 13Q (181149.280000 sec): 3 clusters
  Score: Raw -235123.298209 + Penalty 2584.828463 = -232538.469746
  nChanged 65
		SP:Iteration 14Q (181149.460000 sec): 3 clusters
  Score: Raw -235172.890971 + Penalty 2584.828463 = -232588.062508
  nChanged 67
		SP:Iteration 15Q (181149.630000 sec): 3 clusters
  Score: Raw -235224.106907 + Penalty 2584.828463 = -232639.278444
  nChanged 71
		SP:Iteration 16Q (181149.810000 sec): 3 clusters
  Score: Raw -235276.806198 + Penalty 2584.828463 = -232691.977735
  nChanged 57
		SP:Iteration 17Q (181149.990000 sec): 3 clusters
  Score: Raw -235320.960326 + Penalty 2584.828463 = -232736.131863
  nChanged 54
		SP:Iteration 18Q (181150.160000 sec): 3 clusters
  Score: Raw -235371.589174 + Penalty 2584.828463 = -232786.760712
  nChanged 57
		SP:Iteration 19Q (181150.330000 sec): 3 clusters
  Score: Raw -235421.912992 + Penalty 2584.828463 = -232837.084529
  nChanged 51
		SP:Iteration 20F (181150.550000 sec): 3 clusters
  Score: Raw -235464.244168 + Penalty 2584.828463 = -232879.415705
  nChanged 55
		SP:Iteration 21Q (181150.710000 sec): 3 clusters
  Score: Raw -235505.377729 + Penalty 2584.828463 = -232920.549266
  nChanged 55
		SP:Iteration 22Q (181150.870000 sec): 3 clusters
  Score: Raw -235546.027546 + Penalty 2584.828463 = -232961.199084
  nChanged 50
		SP:Iteration 23Q (181150.950000 sec): 3 clusters
  Score: Raw -235584.003939 + Penalty 2584.828463 = -232999.175477
  nChanged 53
		SP:Iteration 24Q (181151.010000 sec): 3 clusters
  Score: Raw -235626.921662 + Penalty 2584.828463 = -233042.093200
  nChanged 52
		SP:Iteration 25Q (181151.060000 sec): 3 clusters
  Score: Raw -235672.746147 + Penalty 2584.828463 = -233087.917684
  nChanged 57
		SP:Iteration 26Q (181151.110000 sec): 3 clusters
  Score: Raw -235717.736379 + Penalty 2584.828463 = -233132.907916
  nChanged 45
		SP:Iteration 27Q (181151.160000 sec): 3 clusters
  Score: Raw -235748.616252 + Penalty 2584.828463 = -233163.787790
  nChanged 32
		SP:Iteration 28Q (181151.220000 sec): 3 clusters
  Score: Raw -235769.969026 + Penalty 2584.828463 = -233185.140563
  nChanged 33
		SP:Iteration 29Q (181151.270000 sec): 3 clusters
  Score: Raw -235788.541924 + Penalty 2584.828463 = -233203.713462
  nChanged 29
		SP:Iteration 30Q (181151.320000 sec): 3 clusters
  Score: Raw -235801.425766 + Penalty 2584.828463 = -233216.597304
  nChanged 20
		SP:Iteration 31Q (181151.370000 sec): 3 clusters
  Score: Raw -235813.988426 + Penalty 2584.828463 = -233229.159963
  nChanged 18
		SP:Iteration 32Q (181151.430000 sec): 3 clusters
  Score: Raw -235823.899630 + Penalty 2584.828463 = -233239.071167
  nChanged 9
		SP:Iteration 33Q (181151.470000 sec): 3 clusters
  Score: Raw -235827.889330 + Penalty 2584.828463 = -233243.060867
  nChanged 15
		SP:Iteration 34Q (181151.530000 sec): 3 clusters
  Score: Raw -235834.563355 + Penalty 2584.828463 = -233249.734893
  nChanged 9
		SP:Iteration 35Q (181151.580000 sec): 3 clusters
  Score: Raw -235837.155481 + Penalty 2584.828463 = -233252.327019
  nChanged 5
		SP:Iteration 36Q (181151.640000 sec): 3 clusters
  Score: Raw -235838.405409 + Penalty 2584.828463 = -233253.576947
  nChanged 4
		SP:Iteration 37Q (181151.690000 sec): 3 clusters
  Score: Raw -235840.194522 + Penalty 2584.828463 = -233255.366060
  nChanged 5
		SP:Iteration 38Q (181151.740000 sec): 3 clusters
  Score: Raw -235841.519831 + Penalty 2584.828463 = -233256.691369
  nChanged 2
		SP:Iteration 39Q (181151.790000 sec): 3 clusters
  Score: Raw -235841.747162 + Penalty 2584.828463 = -233256.918699
  nChanged 0
		SP:Iteration 40F (181151.840000 sec): 3 clusters
  Score: Raw -235841.747162 + Penalty 2584.828463 = -233256.918699
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181151.960000 sec): 2 clusters
  Score: Raw -410532.675766 + Penalty 1384.757325 = -409147.918441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181152.140000 sec): 3 clusters
  Score: Raw -407907.853758 + Penalty 2769.514650 = -405138.339108
  nChanged 2022
		SP:Iteration 1F (181152.310000 sec): 3 clusters
  Score: Raw -409132.733246 + Penalty 2769.514650 = -406363.218596
  nChanged 448
		SP:Iteration 2F (181152.490000 sec): 3 clusters
  Score: Raw -409458.463962 + Penalty 2769.514650 = -406688.949312
  nChanged 338
		SP:Iteration 3F (181152.660000 sec): 3 clusters
  Score: Raw -409670.292876 + Penalty 2769.514650 = -406900.778226
  nChanged 271
		SP:Iteration 4F (181152.840000 sec): 3 clusters
  Score: Raw -409842.933036 + Penalty 2769.514650 = -407073.418386
  nChanged 235
		SP:Iteration 5Q (181153.020000 sec): 3 clusters
  Score: Raw -409979.077440 + Penalty 2769.514650 = -407209.562790
  nChanged 191
		SP:Iteration 6Q (181153.190000 sec): 3 clusters
  Score: Raw -410098.900416 + Penalty 2769.514650 = -407329.385766
  nChanged 170
		SP:Iteration 7Q (181153.360000 sec): 3 clusters
  Score: Raw -410211.404717 + Penalty 2769.514650 = -407441.890067
  nChanged 175
		SP:Iteration 8Q (181153.530000 sec): 3 clusters
  Score: Raw -410316.775835 + Penalty 2769.514650 = -407547.261185
  nChanged 164
		SP:Iteration 9Q (181153.700000 sec): 3 clusters
  Score: Raw -410418.405334 + Penalty 2769.514650 = -407648.890684
  nChanged 153
		SP:Iteration 10Q (181153.880000 sec): 3 clusters
  Score: Raw -410517.453365 + Penalty 2769.514650 = -407747.938714
  nChanged 157
		SP:Iteration 11Q (181154.060000 sec): 3 clusters
  Score: Raw -410623.013875 + Penalty 2769.514650 = -407853.499225
  nChanged 146
		SP:Iteration 12Q (181154.230000 sec): 3 clusters
  Score: Raw -410729.034725 + Penalty 2769.514650 = -407959.520075
  nChanged 136
		SP:Iteration 13Q (181154.410000 sec): 3 clusters
  Score: Raw -410829.848628 + Penalty 2769.514650 = -408060.333978
  nChanged 131
		SP:Iteration 14Q (181154.580000 sec): 3 clusters
  Score: Raw -410915.788614 + Penalty 2769.514650 = -408146.273964
  nChanged 102
		SP:Iteration 15Q (181154.760000 sec): 3 clusters
  Score: Raw -410972.446911 + Penalty 2769.514650 = -408202.932261
  nChanged 72
		SP:Iteration 16Q (181154.930000 sec): 3 clusters
  Score: Raw -411015.725998 + Penalty 2769.514650 = -408246.211348
  nChanged 77
		SP:Iteration 17Q (181155.110000 sec): 3 clusters
  Score: Raw -411061.414601 + Penalty 2769.514650 = -408291.899951
  nChanged 62
		SP:Iteration 18Q (181155.280000 sec): 3 clusters
  Score: Raw -411096.461825 + Penalty 2769.514650 = -408326.947175
  nChanged 46
		SP:Iteration 19Q (181155.450000 sec): 3 clusters
  Score: Raw -411119.338471 + Penalty 2769.514650 = -408349.823820
  nChanged 40
		SP:Iteration 20F (181155.630000 sec): 3 clusters
  Score: Raw -411137.926505 + Penalty 2769.514650 = -408368.411854
  nChanged 31
		SP:Iteration 21Q (181155.800000 sec): 3 clusters
  Score: Raw -411151.302202 + Penalty 2769.514650 = -408381.787552
  nChanged 28
		SP:Iteration 22Q (181155.980000 sec): 3 clusters
  Score: Raw -411162.436385 + Penalty 2769.514650 = -408392.921735
  nChanged 20
		SP:Iteration 23Q (181156.240000 sec): 3 clusters
  Score: Raw -411168.275208 + Penalty 2769.514650 = -408398.760557
  nChanged 14
		SP:Iteration 24Q (181156.370000 sec): 3 clusters
  Score: Raw -411173.715735 + Penalty 2769.514650 = -408404.201084
  nChanged 17
		SP:Iteration 25Q (181156.550000 sec): 3 clusters
  Score: Raw -411179.609993 + Penalty 2769.514650 = -408410.095342
  nChanged 9
		SP:Iteration 26Q (181156.720000 sec): 3 clusters
  Score: Raw -411181.940144 + Penalty 2769.514650 = -408412.425493
  nChanged 9
		SP:Iteration 27Q (181156.900000 sec): 3 clusters
  Score: Raw -411186.191627 + Penalty 2769.514650 = -408416.676976
  nChanged 14
		SP:Iteration 28Q (181157.070000 sec): 3 clusters
  Score: Raw -411191.002463 + Penalty 2769.514650 = -408421.487813
  nChanged 13
		SP:Iteration 29Q (181157.250000 sec): 3 clusters
  Score: Raw -411194.428374 + Penalty 2769.514650 = -408424.913724
  nChanged 10
		SP:Iteration 30Q (181157.420000 sec): 3 clusters
  Score: Raw -411198.519432 + Penalty 2769.514650 = -408429.004781
  nChanged 6
		SP:Iteration 31Q (181157.600000 sec): 3 clusters
  Score: Raw -411200.464937 + Penalty 2769.514650 = -408430.950287
  nChanged 11
		SP:Iteration 32Q (181157.770000 sec): 3 clusters
  Score: Raw -411202.576995 + Penalty 2769.514650 = -408433.062344
  nChanged 5
		SP:Iteration 33Q (181157.950000 sec): 3 clusters
  Score: Raw -411203.529787 + Penalty 2769.514650 = -408434.015137
  nChanged 4
		SP:Iteration 34Q (181158.120000 sec): 3 clusters
  Score: Raw -411204.700296 + Penalty 2769.514650 = -408435.185646
  nChanged 2
		SP:Iteration 35Q (181158.300000 sec): 3 clusters
  Score: Raw -411204.979304 + Penalty 2769.514650 = -408435.464653
  nChanged 1
		SP:Iteration 36Q (181158.470000 sec): 3 clusters
  Score: Raw -411205.199252 + Penalty 2769.514650 = -408435.684602
  nChanged 0
		SP:Iteration 37F (181158.650000 sec): 3 clusters
  Score: Raw -411205.199252 + Penalty 2769.514650 = -408435.684602
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (12235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181158.820000 sec): 2 clusters
  Score: Raw -1178923.650828 + Penalty 1529.459096 = -1177394.191732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181159.070000 sec): 3 clusters
  Score: Raw -1171828.707909 + Penalty 3058.918192 = -1168769.789717
  nChanged 5354
		SP:Iteration 1F (181159.320000 sec): 3 clusters
  Score: Raw -1174772.013493 + Penalty 3058.918192 = -1171713.095301
  nChanged 806
		SP:Iteration 2F (181159.620000 sec): 3 clusters
  Score: Raw -1175161.282574 + Penalty 3058.918192 = -1172102.364382
  nChanged 753
		SP:Iteration 3F (181159.790000 sec): 3 clusters
  Score: Raw -1175567.292391 + Penalty 3058.918192 = -1172508.374199
  nChanged 738
		SP:Iteration 4F (181160.040000 sec): 3 clusters
  Score: Raw -1175969.852775 + Penalty 3058.918192 = -1172910.934583
  nChanged 669
		SP:Iteration 5F (181160.290000 sec): 3 clusters
  Score: Raw -1176326.751070 + Penalty 3058.918192 = -1173267.832878
  nChanged 581
		SP:Iteration 6Q (181160.540000 sec): 3 clusters
  Score: Raw -1176610.095267 + Penalty 3058.918192 = -1173551.177075
  nChanged 490
		SP:Iteration 7Q (181160.780000 sec): 3 clusters
  Score: Raw -1176835.992630 + Penalty 3058.918192 = -1173777.074438
  nChanged 423
		SP:Iteration 8Q (181161.040000 sec): 3 clusters
  Score: Raw -1177041.215197 + Penalty 3058.918192 = -1173982.297005
  nChanged 403
		SP:Iteration 9Q (181161.290000 sec): 3 clusters
  Score: Raw -1177244.684514 + Penalty 3058.918192 = -1174185.766322
  nChanged 406
		SP:Iteration 10Q (181161.530000 sec): 3 clusters
  Score: Raw -1177458.893599 + Penalty 3058.918192 = -1174399.975407
  nChanged 364
		SP:Iteration 11Q (181161.780000 sec): 3 clusters
  Score: Raw -1177651.061912 + Penalty 3058.918192 = -1174592.143720
  nChanged 405
		SP:Iteration 12Q (181162.030000 sec): 3 clusters
  Score: Raw -1177872.104135 + Penalty 3058.918192 = -1174813.185943
  nChanged 394
		SP:Iteration 13Q (181162.290000 sec): 3 clusters
  Score: Raw -1178102.677546 + Penalty 3058.918192 = -1175043.759354
  nChanged 418
		SP:Iteration 14Q (181162.530000 sec): 3 clusters
  Score: Raw -1178355.734424 + Penalty 3058.918192 = -1175296.816231
  nChanged 394
		SP:Iteration 15Q (181162.780000 sec): 3 clusters
  Score: Raw -1178583.530711 + Penalty 3058.918192 = -1175524.612519
  nChanged 396
		SP:Iteration 16Q (181163.030000 sec): 3 clusters
  Score: Raw -1178785.614113 + Penalty 3058.918192 = -1175726.695921
  nChanged 371
		SP:Iteration 17Q (181163.280000 sec): 3 clusters
  Score: Raw -1178968.111520 + Penalty 3058.918192 = -1175909.193327
  nChanged 311
		SP:Iteration 18Q (181163.530000 sec): 3 clusters
  Score: Raw -1179103.086767 + Penalty 3058.918192 = -1176044.168575
  nChanged 262
		SP:Iteration 19Q (181163.770000 sec): 3 clusters
  Score: Raw -1179222.478908 + Penalty 3058.918192 = -1176163.560716
  nChanged 255
		SP:Iteration 20F (181164.020000 sec): 3 clusters
  Score: Raw -1179329.585753 + Penalty 3058.918192 = -1176270.667561
  nChanged 220
		SP:Iteration 21Q (181164.270000 sec): 3 clusters
  Score: Raw -1179418.591617 + Penalty 3058.918192 = -1176359.673425
  nChanged 190
		SP:Iteration 22Q (181164.520000 sec): 3 clusters
  Score: Raw -1179493.035744 + Penalty 3058.918192 = -1176434.117552
  nChanged 171
		SP:Iteration 23Q (181164.770000 sec): 3 clusters
  Score: Raw -1179559.842359 + Penalty 3058.918192 = -1176500.924167
  nChanged 162
		SP:Iteration 24Q (181165.020000 sec): 3 clusters
  Score: Raw -1179623.775988 + Penalty 3058.918192 = -1176564.857796
  nChanged 146
		SP:Iteration 25Q (181165.270000 sec): 3 clusters
  Score: Raw -1179682.238426 + Penalty 3058.918192 = -1176623.320234
  nChanged 135
		SP:Iteration 26Q (181165.520000 sec): 3 clusters
  Score: Raw -1179727.728008 + Penalty 3058.918192 = -1176668.809815
  nChanged 100
		SP:Iteration 27Q (181165.770000 sec): 3 clusters
  Score: Raw -1179758.036024 + Penalty 3058.918192 = -1176699.117832
  nChanged 77
		SP:Iteration 28Q (181166.020000 sec): 3 clusters
  Score: Raw -1179783.051278 + Penalty 3058.918192 = -1176724.133085
  nChanged 77
		SP:Iteration 29Q (181166.270000 sec): 3 clusters
  Score: Raw -1179805.494174 + Penalty 3058.918192 = -1176746.575982
  nChanged 63
		SP:Iteration 30Q (181166.520000 sec): 3 clusters
  Score: Raw -1179821.650194 + Penalty 3058.918192 = -1176762.732002
  nChanged 49
		SP:Iteration 31Q (181166.770000 sec): 3 clusters
  Score: Raw -1179836.620869 + Penalty 3058.918192 = -1176777.702677
  nChanged 43
		SP:Iteration 32Q (181167.020000 sec): 3 clusters
  Score: Raw -1179849.956236 + Penalty 3058.918192 = -1176791.038044
  nChanged 43
		SP:Iteration 33Q (181167.270000 sec): 3 clusters
  Score: Raw -1179863.038008 + Penalty 3058.918192 = -1176804.119816
  nChanged 35
		SP:Iteration 34Q (181167.560000 sec): 3 clusters
  Score: Raw -1179871.667733 + Penalty 3058.918192 = -1176812.749541
  nChanged 22
		SP:Iteration 35Q (181167.730000 sec): 3 clusters
  Score: Raw -1179877.876433 + Penalty 3058.918192 = -1176818.958241
  nChanged 23
		SP:Iteration 36Q (181167.990000 sec): 3 clusters
  Score: Raw -1179883.840623 + Penalty 3058.918192 = -1176824.922430
  nChanged 19
		SP:Iteration 37Q (181168.240000 sec): 3 clusters
  Score: Raw -1179888.405180 + Penalty 3058.918192 = -1176829.486988
  nChanged 12
		SP:Iteration 38Q (181168.490000 sec): 3 clusters
  Score: Raw -1179890.927531 + Penalty 3058.918192 = -1176832.009339
  nChanged 12
		SP:Iteration 39Q (181168.740000 sec): 3 clusters
  Score: Raw -1179893.873522 + Penalty 3058.918192 = -1176834.955330
  nChanged 12
		SP:Iteration 40F (181168.960000 sec): 3 clusters
  Score: Raw -1179896.027952 + Penalty 3058.918192 = -1176837.109760
  nChanged 6
		SP:Iteration 41Q (181169.210000 sec): 3 clusters
  Score: Raw -1179896.989681 + Penalty 3058.918192 = -1176838.071489
  nChanged 3
		SP:Iteration 42Q (181169.500000 sec): 3 clusters
  Score: Raw -1179897.850566 + Penalty 3058.918192 = -1176838.932374
  nChanged 6
		SP:Iteration 43Q (181169.720000 sec): 3 clusters
  Score: Raw -1179899.678755 + Penalty 3058.918192 = -1176840.760563
  nChanged 8
		SP:Iteration 44Q (181170.020000 sec): 3 clusters
  Score: Raw -1179901.764020 + Penalty 3058.918192 = -1176842.845828
  nChanged 4
		SP:Iteration 45Q (181170.230000 sec): 3 clusters
  Score: Raw -1179902.648042 + Penalty 3058.918192 = -1176843.729850
  nChanged 5
		SP:Iteration 46Q (181170.420000 sec): 3 clusters
  Score: Raw -1179903.594721 + Penalty 3058.918192 = -1176844.676529
  nChanged 4
		SP:Iteration 47Q (181170.670000 sec): 3 clusters
  Score: Raw -1179904.378531 + Penalty 3058.918192 = -1176845.460339
  nChanged 4
		SP:Iteration 48Q (181170.930000 sec): 3 clusters
  Score: Raw -1179905.151647 + Penalty 3058.918192 = -1176846.233455
  nChanged 3
		SP:Iteration 49Q (181171.180000 sec): 3 clusters
  Score: Raw -1179905.571560 + Penalty 3058.918192 = -1176846.653367
  nChanged 1
		SP:Iteration 50Q (181171.430000 sec): 3 clusters
  Score: Raw -1179905.783290 + Penalty 3058.918192 = -1176846.865098
  nChanged 1
		SP:Iteration 51Q (181171.680000 sec): 3 clusters
  Score: Raw -1179905.911339 + Penalty 3058.918192 = -1176846.993147
  nChanged 1
		SP:Iteration 52Q (181171.930000 sec): 3 clusters
  Score: Raw -1179906.108943 + Penalty 3058.918192 = -1176847.190750
  nChanged 3
		SP:Iteration 53Q (181172.180000 sec): 3 clusters
  Score: Raw -1179906.605240 + Penalty 3058.918192 = -1176847.687048
  nChanged 1
		SP:Iteration 54Q (181172.430000 sec): 3 clusters
  Score: Raw -1179906.739893 + Penalty 3058.918192 = -1176847.821701
  nChanged 0
		SP:Iteration 55F (181172.680000 sec): 3 clusters
  Score: Raw -1179906.739893 + Penalty 3058.918192 = -1176847.821701
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (8235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181172.780000 sec): 2 clusters
  Score: Raw -689420.124985 + Penalty 1465.124154 = -687955.000831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181172.990000 sec): 3 clusters
  Score: Raw -684822.229200 + Penalty 2930.248309 = -681891.980891
  nChanged 3526
		SP:Iteration 1F (181173.190000 sec): 3 clusters
  Score: Raw -686852.519095 + Penalty 2930.248309 = -683922.270786
  nChanged 710
		SP:Iteration 2F (181173.390000 sec): 3 clusters
  Score: Raw -687451.570487 + Penalty 2930.248309 = -684521.322178
  nChanged 727
		SP:Iteration 3F (181173.580000 sec): 3 clusters
  Score: Raw -688065.613807 + Penalty 2930.248309 = -685135.365498
  nChanged 624
		SP:Iteration 4F (181173.770000 sec): 3 clusters
  Score: Raw -688564.616891 + Penalty 2930.248309 = -685634.368582
  nChanged 506
		SP:Iteration 5F (181173.970000 sec): 3 clusters
  Score: Raw -688944.636002 + Penalty 2930.248309 = -686014.387693
  nChanged 408
		SP:Iteration 6Q (181174.160000 sec): 3 clusters
  Score: Raw -689239.004490 + Penalty 2930.248309 = -686308.756181
  nChanged 335
		SP:Iteration 7Q (181174.360000 sec): 3 clusters
  Score: Raw -689476.119748 + Penalty 2930.248309 = -686545.871439
  nChanged 262
		SP:Iteration 8Q (181174.550000 sec): 3 clusters
  Score: Raw -689660.872010 + Penalty 2930.248309 = -686730.623701
  nChanged 219
		SP:Iteration 9Q (181174.750000 sec): 3 clusters
  Score: Raw -689817.027001 + Penalty 2930.248309 = -686886.778692
  nChanged 185
		SP:Iteration 10Q (181174.940000 sec): 3 clusters
  Score: Raw -689945.064787 + Penalty 2930.248309 = -687014.816478
  nChanged 175
		SP:Iteration 11Q (181175.140000 sec): 3 clusters
  Score: Raw -690068.917361 + Penalty 2930.248309 = -687138.669052
  nChanged 157
		SP:Iteration 12Q (181175.330000 sec): 3 clusters
  Score: Raw -690169.934710 + Penalty 2930.248309 = -687239.686401
  nChanged 120
		SP:Iteration 13Q (181175.450000 sec): 3 clusters
  Score: Raw -690253.752685 + Penalty 2930.248309 = -687323.504376
  nChanged 91
		SP:Iteration 14Q (181175.570000 sec): 3 clusters
  Score: Raw -690303.171392 + Penalty 2930.248309 = -687372.923083
  nChanged 95
		SP:Iteration 15Q (181175.700000 sec): 3 clusters
  Score: Raw -690342.514187 + Penalty 2930.248309 = -687412.265878
  nChanged 51
		SP:Iteration 16Q (181175.930000 sec): 3 clusters
  Score: Raw -690371.574390 + Penalty 2930.248309 = -687441.326081
  nChanged 60
		SP:Iteration 17Q (181176.120000 sec): 3 clusters
  Score: Raw -690401.682424 + Penalty 2930.248309 = -687471.434115
  nChanged 63
		SP:Iteration 18Q (181176.310000 sec): 3 clusters
  Score: Raw -690435.588117 + Penalty 2930.248309 = -687505.339808
  nChanged 56
		SP:Iteration 19Q (181176.510000 sec): 3 clusters
  Score: Raw -690463.870073 + Penalty 2930.248309 = -687533.621764
  nChanged 57
		SP:Iteration 20F (181176.700000 sec): 3 clusters
  Score: Raw -690487.509053 + Penalty 2930.248309 = -687557.260744
  nChanged 40
		SP:Iteration 21Q (181176.840000 sec): 3 clusters
  Score: Raw -690505.767375 + Penalty 2930.248309 = -687575.519067
  nChanged 42
		SP:Iteration 22Q (181176.980000 sec): 3 clusters
  Score: Raw -690521.100170 + Penalty 2930.248309 = -687590.851861
  nChanged 35
		SP:Iteration 23Q (181177.100000 sec): 3 clusters
  Score: Raw -690534.614570 + Penalty 2930.248309 = -687604.366261
  nChanged 28
		SP:Iteration 24Q (181177.230000 sec): 3 clusters
  Score: Raw -690543.490266 + Penalty 2930.248309 = -687613.241957
  nChanged 27
		SP:Iteration 25Q (181177.370000 sec): 3 clusters
  Score: Raw -690551.718168 + Penalty 2930.248309 = -687621.469860
  nChanged 25
		SP:Iteration 26Q (181177.600000 sec): 3 clusters
  Score: Raw -690561.432498 + Penalty 2930.248309 = -687631.184189
  nChanged 25
		SP:Iteration 27Q (181177.790000 sec): 3 clusters
  Score: Raw -690574.005392 + Penalty 2930.248309 = -687643.757083
  nChanged 27
		SP:Iteration 28Q (181177.980000 sec): 3 clusters
  Score: Raw -690582.192748 + Penalty 2930.248309 = -687651.944439
  nChanged 18
		SP:Iteration 29Q (181178.160000 sec): 3 clusters
  Score: Raw -690586.227181 + Penalty 2930.248309 = -687655.978872
  nChanged 8
		SP:Iteration 30Q (181178.350000 sec): 3 clusters
  Score: Raw -690588.290288 + Penalty 2930.248309 = -687658.041980
  nChanged 7
		SP:Iteration 31Q (181178.550000 sec): 3 clusters
  Score: Raw -690589.234054 + Penalty 2930.248309 = -687658.985745
  nChanged 5
		SP:Iteration 32Q (181178.740000 sec): 3 clusters
  Score: Raw -690590.258918 + Penalty 2930.248309 = -687660.010609
  nChanged 1
		SP:Iteration 33Q (181178.930000 sec): 3 clusters
  Score: Raw -690590.561714 + Penalty 2930.248309 = -687660.313405
  nChanged 2
		SP:Iteration 34Q (181179.130000 sec): 3 clusters
  Score: Raw -690590.960979 + Penalty 2930.248309 = -687660.712670
  nChanged 2
		SP:Iteration 35Q (181179.340000 sec): 3 clusters
  Score: Raw -690591.490486 + Penalty 2930.248309 = -687661.242177
  nChanged 4
		SP:Iteration 36Q (181179.530000 sec): 3 clusters
  Score: Raw -690592.316767 + Penalty 2930.248309 = -687662.068458
  nChanged 7
		SP:Iteration 37Q (181179.730000 sec): 3 clusters
  Score: Raw -690593.819060 + Penalty 2930.248309 = -687663.570752
  nChanged 9
		SP:Iteration 38Q (181179.920000 sec): 3 clusters
  Score: Raw -690595.726228 + Penalty 2930.248309 = -687665.477919
  nChanged 8
		SP:Iteration 39Q (181180.120000 sec): 3 clusters
  Score: Raw -690597.235855 + Penalty 2930.248309 = -687666.987546
  nChanged 4
		SP:Iteration 40F (181180.310000 sec): 3 clusters
  Score: Raw -690598.260785 + Penalty 2930.248309 = -687668.012477
  nChanged 6
		SP:Iteration 41Q (181180.510000 sec): 3 clusters
  Score: Raw -690599.263463 + Penalty 2930.248309 = -687669.015155
  nChanged 6
		SP:Iteration 42Q (181180.710000 sec): 3 clusters
  Score: Raw -690600.482417 + Penalty 2930.248309 = -687670.234108
  nChanged 6
		SP:Iteration 43Q (181180.900000 sec): 3 clusters
  Score: Raw -690601.639307 + Penalty 2930.248309 = -687671.390998
  nChanged 4
		SP:Iteration 44Q (181181.100000 sec): 3 clusters
  Score: Raw -690602.397958 + Penalty 2930.248309 = -687672.149649
  nChanged 2
		SP:Iteration 45Q (181181.300000 sec): 3 clusters
  Score: Raw -690603.080995 + Penalty 2930.248309 = -687672.832686
  nChanged 1
		SP:Iteration 46Q (181181.490000 sec): 3 clusters
  Score: Raw -690603.411253 + Penalty 2930.248309 = -687673.162944
  nChanged 3
		SP:Iteration 47Q (181181.690000 sec): 3 clusters
  Score: Raw -690603.844074 + Penalty 2930.248309 = -687673.595765
  nChanged 1
		SP:Iteration 48Q (181181.880000 sec): 3 clusters
  Score: Raw -690604.036384 + Penalty 2930.248309 = -687673.788075
  nChanged 1
		SP:Iteration 49Q (181182.080000 sec): 3 clusters
  Score: Raw -690604.091197 + Penalty 2930.248309 = -687673.842888
  nChanged 0
		SP:Iteration 50F (181182.280000 sec): 3 clusters
  Score: Raw -690604.091197 + Penalty 2930.248309 = -687673.842888
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (2493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181182.370000 sec): 2 clusters
  Score: Raw -201802.710177 + Penalty 1270.951839 = -200531.758339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181182.540000 sec): 3 clusters
  Score: Raw -200686.725716 + Penalty 2541.903677 = -198144.822039
  nChanged 908
		SP:Iteration 1F (181182.720000 sec): 3 clusters
  Score: Raw -201448.926289 + Penalty 2541.903677 = -198907.022612
  nChanged 275
		SP:Iteration 2F (181182.890000 sec): 3 clusters
  Score: Raw -201804.123500 + Penalty 2541.903677 = -199262.219823
  nChanged 198
		SP:Iteration 3F (181183.070000 sec): 3 clusters
  Score: Raw -202083.579298 + Penalty 2541.903677 = -199541.675621
  nChanged 165
		SP:Iteration 4F (181183.250000 sec): 3 clusters
  Score: Raw -202322.479534 + Penalty 2541.903677 = -199780.575857
  nChanged 137
		SP:Iteration 5F (181183.420000 sec): 3 clusters
  Score: Raw -202504.316310 + Penalty 2541.903677 = -199962.412633
  nChanged 103
		SP:Iteration 6Q (181183.600000 sec): 3 clusters
  Score: Raw -202623.435039 + Penalty 2541.903677 = -200081.531362
  nChanged 64
		SP:Iteration 7Q (181183.770000 sec): 3 clusters
  Score: Raw -202685.865107 + Penalty 2541.903677 = -200143.961430
  nChanged 45
		SP:Iteration 8Q (181183.950000 sec): 3 clusters
  Score: Raw -202725.197611 + Penalty 2541.903677 = -200183.293934
  nChanged 31
		SP:Iteration 9Q (181184.130000 sec): 3 clusters
  Score: Raw -202744.396386 + Penalty 2541.903677 = -200202.492708
  nChanged 20
		SP:Iteration 10Q (181184.300000 sec): 3 clusters
  Score: Raw -202760.647272 + Penalty 2541.903677 = -200218.743595
  nChanged 14
		SP:Iteration 11Q (181184.480000 sec): 3 clusters
  Score: Raw -202766.984561 + Penalty 2541.903677 = -200225.080884
  nChanged 13
		SP:Iteration 12Q (181184.650000 sec): 3 clusters
  Score: Raw -202774.748900 + Penalty 2541.903677 = -200232.845223
  nChanged 10
		SP:Iteration 13Q (181184.830000 sec): 3 clusters
  Score: Raw -202780.637110 + Penalty 2541.903677 = -200238.733433
  nChanged 8
		SP:Iteration 14Q (181185.010000 sec): 3 clusters
  Score: Raw -202784.398461 + Penalty 2541.903677 = -200242.494784
  nChanged 1
		SP:Iteration 15Q (181185.180000 sec): 3 clusters
  Score: Raw -202784.849266 + Penalty 2541.903677 = -200242.945588
  nChanged 2
		SP:Iteration 16Q (181185.360000 sec): 3 clusters
  Score: Raw -202785.826563 + Penalty 2541.903677 = -200243.922885
  nChanged 6
		SP:Iteration 17Q (181185.530000 sec): 3 clusters
  Score: Raw -202789.475958 + Penalty 2541.903677 = -200247.572281
  nChanged 5
		SP:Iteration 18Q (181185.710000 sec): 3 clusters
  Score: Raw -202791.897408 + Penalty 2541.903677 = -200249.993731
  nChanged 6
		SP:Iteration 19Q (181185.890000 sec): 3 clusters
  Score: Raw -202795.242929 + Penalty 2541.903677 = -200253.339251
  nChanged 5
		SP:Iteration 20F (181186.060000 sec): 3 clusters
  Score: Raw -202797.908963 + Penalty 2541.903677 = -200256.005286
  nChanged 4
		SP:Iteration 21Q (181186.240000 sec): 3 clusters
  Score: Raw -202799.459996 + Penalty 2541.903677 = -200257.556319
  nChanged 1
		SP:Iteration 22Q (181186.410000 sec): 3 clusters
  Score: Raw -202799.753775 + Penalty 2541.903677 = -200257.850098
  nChanged 1
		SP:Iteration 23Q (181186.590000 sec): 3 clusters
  Score: Raw -202800.006221 + Penalty 2541.903677 = -200258.102544
  nChanged 0
		SP:Iteration 24F (181186.770000 sec): 3 clusters
  Score: Raw -202800.006221 + Penalty 2541.903677 = -200258.102544
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (3189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181186.870000 sec): 2 clusters
  Score: Raw -275529.608243 + Penalty 1310.962683 = -274218.645559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181187.050000 sec): 3 clusters
  Score: Raw -274052.418855 + Penalty 2621.925367 = -271430.493489
  nChanged 1205
		SP:Iteration 1F (181187.220000 sec): 3 clusters
  Score: Raw -274789.458193 + Penalty 2621.925367 = -272167.532826
  nChanged 294
		SP:Iteration 2F (181187.400000 sec): 3 clusters
  Score: Raw -274992.339091 + Penalty 2621.925367 = -272370.413724
  nChanged 196
		SP:Iteration 3F (181187.570000 sec): 3 clusters
  Score: Raw -275125.039329 + Penalty 2621.925367 = -272503.113963
  nChanged 146
		SP:Iteration 4Q (181187.750000 sec): 3 clusters
  Score: Raw -275235.352937 + Penalty 2621.925367 = -272613.427571
  nChanged 131
		SP:Iteration 5Q (181187.930000 sec): 3 clusters
  Score: Raw -275339.408190 + Penalty 2621.925367 = -272717.482824
  nChanged 127
		SP:Iteration 6Q (181188.100000 sec): 3 clusters
  Score: Raw -275441.846862 + Penalty 2621.925367 = -272819.921496
  nChanged 123
		SP:Iteration 7Q (181188.280000 sec): 3 clusters
  Score: Raw -275572.988781 + Penalty 2621.925367 = -272951.063414
  nChanged 128
		SP:Iteration 8Q (181188.450000 sec): 3 clusters
  Score: Raw -275733.998104 + Penalty 2621.925367 = -273112.072738
  nChanged 128
		SP:Iteration 9Q (181188.610000 sec): 3 clusters
  Score: Raw -275886.667881 + Penalty 2621.925367 = -273264.742514
  nChanged 136
		SP:Iteration 10Q (181188.770000 sec): 3 clusters
  Score: Raw -276037.465064 + Penalty 2621.925367 = -273415.539697
  nChanged 122
		SP:Iteration 11Q (181188.940000 sec): 3 clusters
  Score: Raw -276133.368527 + Penalty 2621.925367 = -273511.443161
  nChanged 94
		SP:Iteration 12Q (181189.050000 sec): 3 clusters
  Score: Raw -276194.307143 + Penalty 2621.925367 = -273572.381777
  nChanged 60
		SP:Iteration 13Q (181189.120000 sec): 3 clusters
  Score: Raw -276227.839841 + Penalty 2621.925367 = -273605.914474
  nChanged 36
		SP:Iteration 14Q (181189.190000 sec): 3 clusters
  Score: Raw -276245.024400 + Penalty 2621.925367 = -273623.099033
  nChanged 31
		SP:Iteration 15Q (181189.250000 sec): 3 clusters
  Score: Raw -276263.525238 + Penalty 2621.925367 = -273641.599871
  nChanged 33
		SP:Iteration 16Q (181189.320000 sec): 3 clusters
  Score: Raw -276283.273069 + Penalty 2621.925367 = -273661.347703
  nChanged 38
		SP:Iteration 17Q (181189.390000 sec): 3 clusters
  Score: Raw -276308.857437 + Penalty 2621.925367 = -273686.932070
  nChanged 37
		SP:Iteration 18Q (181189.450000 sec): 3 clusters
  Score: Raw -276341.609375 + Penalty 2621.925367 = -273719.684008
  nChanged 38
		SP:Iteration 19Q (181189.520000 sec): 3 clusters
  Score: Raw -276364.621686 + Penalty 2621.925367 = -273742.696319
  nChanged 34
		SP:Iteration 20F (181189.580000 sec): 3 clusters
  Score: Raw -276387.502397 + Penalty 2621.925367 = -273765.577030
  nChanged 25
		SP:Iteration 21Q (181189.640000 sec): 3 clusters
  Score: Raw -276401.155891 + Penalty 2621.925367 = -273779.230524
  nChanged 25
		SP:Iteration 22Q (181189.700000 sec): 3 clusters
  Score: Raw -276413.875144 + Penalty 2621.925367 = -273791.949778
  nChanged 26
		SP:Iteration 23Q (181189.850000 sec): 3 clusters
  Score: Raw -276431.110562 + Penalty 2621.925367 = -273809.185196
  nChanged 23
		SP:Iteration 24Q (181189.910000 sec): 3 clusters
  Score: Raw -276446.620932 + Penalty 2621.925367 = -273824.695565
  nChanged 22
		SP:Iteration 25Q (181189.970000 sec): 3 clusters
  Score: Raw -276458.433485 + Penalty 2621.925367 = -273836.508119
  nChanged 14
		SP:Iteration 26Q (181190.030000 sec): 3 clusters
  Score: Raw -276466.640178 + Penalty 2621.925367 = -273844.714812
  nChanged 8
		SP:Iteration 27Q (181190.090000 sec): 3 clusters
  Score: Raw -276471.063745 + Penalty 2621.925367 = -273849.138378
  nChanged 7
		SP:Iteration 28Q (181190.150000 sec): 3 clusters
  Score: Raw -276472.878401 + Penalty 2621.925367 = -273850.953035
  nChanged 3
		SP:Iteration 29Q (181190.200000 sec): 3 clusters
  Score: Raw -276473.480327 + Penalty 2621.925367 = -273851.554960
  nChanged 1
		SP:Iteration 30Q (181190.270000 sec): 3 clusters
  Score: Raw -276473.798420 + Penalty 2621.925367 = -273851.873054
  nChanged 0
		SP:Iteration 31F (181190.330000 sec): 3 clusters
  Score: Raw -276473.798420 + Penalty 2621.925367 = -273851.873054
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (9145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181190.450000 sec): 2 clusters
  Score: Raw -700594.043313 + Penalty 1482.156416 = -699111.886897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181190.640000 sec): 3 clusters
  Score: Raw -695462.752673 + Penalty 2964.312832 = -692498.439840
  nChanged 3982
		SP:Iteration 1F (181190.830000 sec): 3 clusters
  Score: Raw -698023.657696 + Penalty 2964.312832 = -695059.344864
  nChanged 820
		SP:Iteration 2F (181191.070000 sec): 3 clusters
  Score: Raw -698648.523408 + Penalty 2964.312832 = -695684.210575
  nChanged 697
		SP:Iteration 3F (181191.290000 sec): 3 clusters
  Score: Raw -699180.111041 + Penalty 2964.312832 = -696215.798209
  nChanged 583
		SP:Iteration 4F (181191.480000 sec): 3 clusters
  Score: Raw -699586.975929 + Penalty 2964.312832 = -696622.663097
  nChanged 498
		SP:Iteration 5F (181191.700000 sec): 3 clusters
  Score: Raw -699923.713051 + Penalty 2964.312832 = -696959.400219
  nChanged 434
		SP:Iteration 6Q (181191.930000 sec): 3 clusters
  Score: Raw -700186.444146 + Penalty 2964.312832 = -697222.131313
  nChanged 386
		SP:Iteration 7Q (181192.160000 sec): 3 clusters
  Score: Raw -700410.145758 + Penalty 2964.312832 = -697445.832926
  nChanged 308
		SP:Iteration 8Q (181192.350000 sec): 3 clusters
  Score: Raw -700596.382353 + Penalty 2964.312832 = -697632.069521
  nChanged 275
		SP:Iteration 9Q (181192.550000 sec): 3 clusters
  Score: Raw -700744.532831 + Penalty 2964.312832 = -697780.219999
  nChanged 223
		SP:Iteration 10Q (181192.730000 sec): 3 clusters
  Score: Raw -700848.466227 + Penalty 2964.312832 = -697884.153395
  nChanged 160
		SP:Iteration 11Q (181192.920000 sec): 3 clusters
  Score: Raw -700907.920300 + Penalty 2964.312832 = -697943.607468
  nChanged 140
		SP:Iteration 12Q (181193.120000 sec): 3 clusters
  Score: Raw -700954.475661 + Penalty 2964.312832 = -697990.162829
  nChanged 105
		SP:Iteration 13Q (181193.310000 sec): 3 clusters
  Score: Raw -700984.857252 + Penalty 2964.312832 = -698020.544420
  nChanged 83
		SP:Iteration 14Q (181193.500000 sec): 3 clusters
  Score: Raw -701006.680616 + Penalty 2964.312832 = -698042.367783
  nChanged 77
		SP:Iteration 15Q (181193.690000 sec): 3 clusters
  Score: Raw -701026.686106 + Penalty 2964.312832 = -698062.373274
  nChanged 67
		SP:Iteration 16Q (181193.890000 sec): 3 clusters
  Score: Raw -701042.118135 + Penalty 2964.312832 = -698077.805302
  nChanged 64
		SP:Iteration 17Q (181194.120000 sec): 3 clusters
  Score: Raw -701060.029451 + Penalty 2964.312832 = -698095.716619
  nChanged 58
		SP:Iteration 18Q (181194.350000 sec): 3 clusters
  Score: Raw -701074.212000 + Penalty 2964.312832 = -698109.899168
  nChanged 48
		SP:Iteration 19Q (181194.580000 sec): 3 clusters
  Score: Raw -701084.921123 + Penalty 2964.312832 = -698120.608291
  nChanged 47
		SP:Iteration 20F (181194.760000 sec): 3 clusters
  Score: Raw -701095.951665 + Penalty 2964.312832 = -698131.638833
  nChanged 55
		SP:Iteration 21Q (181194.950000 sec): 3 clusters
  Score: Raw -701107.820544 + Penalty 2964.312832 = -698143.507711
  nChanged 44
		SP:Iteration 22Q (181195.150000 sec): 3 clusters
  Score: Raw -701115.502714 + Penalty 2964.312832 = -698151.189881
  nChanged 32
		SP:Iteration 23Q (181195.340000 sec): 3 clusters
  Score: Raw -701120.703750 + Penalty 2964.312832 = -698156.390918
  nChanged 26
		SP:Iteration 24Q (181195.520000 sec): 3 clusters
  Score: Raw -701125.610839 + Penalty 2964.312832 = -698161.298007
  nChanged 28
		SP:Iteration 25Q (181195.720000 sec): 3 clusters
  Score: Raw -701129.842328 + Penalty 2964.312832 = -698165.529496
  nChanged 23
		SP:Iteration 26Q (181195.910000 sec): 3 clusters
  Score: Raw -701134.647877 + Penalty 2964.312832 = -698170.335044
  nChanged 30
		SP:Iteration 27Q (181196.100000 sec): 3 clusters
  Score: Raw -701143.197023 + Penalty 2964.312832 = -698178.884191
  nChanged 32
		SP:Iteration 28Q (181196.300000 sec): 3 clusters
  Score: Raw -701149.466691 + Penalty 2964.312832 = -698185.153859
  nChanged 29
		SP:Iteration 29Q (181196.480000 sec): 3 clusters
  Score: Raw -701155.754614 + Penalty 2964.312832 = -698191.441782
  nChanged 38
		SP:Iteration 30Q (181196.620000 sec): 3 clusters
  Score: Raw -701164.556261 + Penalty 2964.312832 = -698200.243429
  nChanged 37
		SP:Iteration 31Q (181196.760000 sec): 3 clusters
  Score: Raw -701171.032717 + Penalty 2964.312832 = -698206.719885
  nChanged 38
		SP:Iteration 32Q (181196.910000 sec): 3 clusters
  Score: Raw -701178.685402 + Penalty 2964.312832 = -698214.372570
  nChanged 40
		SP:Iteration 33Q (181197.060000 sec): 3 clusters
  Score: Raw -701187.067822 + Penalty 2964.312832 = -698222.754990
  nChanged 42
		SP:Iteration 34Q (181197.280000 sec): 3 clusters
  Score: Raw -701197.304776 + Penalty 2964.312832 = -698232.991944
  nChanged 36
		SP:Iteration 35Q (181197.480000 sec): 3 clusters
  Score: Raw -701206.733930 + Penalty 2964.312832 = -698242.421098
  nChanged 47
		SP:Iteration 36Q (181197.670000 sec): 3 clusters
  Score: Raw -701217.019378 + Penalty 2964.312832 = -698252.706545
  nChanged 41
		SP:Iteration 37Q (181197.860000 sec): 3 clusters
  Score: Raw -701225.309575 + Penalty 2964.312832 = -698260.996743
  nChanged 34
		SP:Iteration 38Q (181198.050000 sec): 3 clusters
  Score: Raw -701231.199987 + Penalty 2964.312832 = -698266.887155
  nChanged 30
		SP:Iteration 39Q (181198.240000 sec): 3 clusters
  Score: Raw -701238.183329 + Penalty 2964.312832 = -698273.870497
  nChanged 42
		SP:Iteration 40F (181198.440000 sec): 3 clusters
  Score: Raw -701248.118050 + Penalty 2964.312832 = -698283.805217
  nChanged 44
		SP:Iteration 41Q (181198.630000 sec): 3 clusters
  Score: Raw -701258.078455 + Penalty 2964.312832 = -698293.765623
  nChanged 38
		SP:Iteration 42Q (181198.820000 sec): 3 clusters
  Score: Raw -701263.776873 + Penalty 2964.312832 = -698299.464041
  nChanged 31
		SP:Iteration 43Q (181199.010000 sec): 3 clusters
  Score: Raw -701269.987746 + Penalty 2964.312832 = -698305.674914
  nChanged 23
		SP:Iteration 44Q (181199.200000 sec): 3 clusters
  Score: Raw -701273.563942 + Penalty 2964.312832 = -698309.251110
  nChanged 23
		SP:Iteration 45Q (181199.390000 sec): 3 clusters
  Score: Raw -701277.517610 + Penalty 2964.312832 = -698313.204777
  nChanged 22
		SP:Iteration 46Q (181199.580000 sec): 3 clusters
  Score: Raw -701281.480790 + Penalty 2964.312832 = -698317.167957
  nChanged 20
		SP:Iteration 47Q (181199.780000 sec): 3 clusters
  Score: Raw -701284.431154 + Penalty 2964.312832 = -698320.118321
  nChanged 18
		SP:Iteration 48Q (181199.970000 sec): 3 clusters
  Score: Raw -701287.560730 + Penalty 2964.312832 = -698323.247897
  nChanged 21
		SP:Iteration 49Q (181200.150000 sec): 3 clusters
  Score: Raw -701291.025044 + Penalty 2964.312832 = -698326.712211
  nChanged 16
		SP:Iteration 50Q (181200.350000 sec): 3 clusters
  Score: Raw -701294.175286 + Penalty 2964.312832 = -698329.862454
  nChanged 17
		SP:Iteration 51Q (181200.540000 sec): 3 clusters
  Score: Raw -701297.033884 + Penalty 2964.312832 = -698332.721052
  nChanged 15
		SP:Iteration 52Q (181200.720000 sec): 3 clusters
  Score: Raw -701299.069414 + Penalty 2964.312832 = -698334.756582
  nChanged 12
		SP:Iteration 53Q (181200.860000 sec): 3 clusters
  Score: Raw -701300.478925 + Penalty 2964.312832 = -698336.166093
  nChanged 8
		SP:Iteration 54Q (181201.010000 sec): 3 clusters
  Score: Raw -701301.748406 + Penalty 2964.312832 = -698337.435573
  nChanged 6
		SP:Iteration 55Q (181201.160000 sec): 3 clusters
  Score: Raw -701302.615501 + Penalty 2964.312832 = -698338.302668
  nChanged 12
		SP:Iteration 56Q (181201.380000 sec): 3 clusters
  Score: Raw -701304.384585 + Penalty 2964.312832 = -698340.071753
  nChanged 10
		SP:Iteration 57Q (181201.580000 sec): 3 clusters
  Score: Raw -701306.012465 + Penalty 2964.312832 = -698341.699632
  nChanged 12
		SP:Iteration 58Q (181201.760000 sec): 3 clusters
  Score: Raw -701307.839950 + Penalty 2964.312832 = -698343.527118
  nChanged 13
		SP:Iteration 59Q (181201.950000 sec): 3 clusters
  Score: Raw -701310.594383 + Penalty 2964.312832 = -698346.281550
  nChanged 14
		SP:Iteration 60F (181202.150000 sec): 3 clusters
  Score: Raw -701312.553123 + Penalty 2964.312832 = -698348.240291
  nChanged 9
		SP:Iteration 61Q (181202.340000 sec): 3 clusters
  Score: Raw -701313.630935 + Penalty 2964.312832 = -698349.318103
  nChanged 8
		SP:Iteration 62Q (181202.530000 sec): 3 clusters
  Score: Raw -701314.418097 + Penalty 2964.312832 = -698350.105265
  nChanged 7
		SP:Iteration 63Q (181202.720000 sec): 3 clusters
  Score: Raw -701315.558555 + Penalty 2964.312832 = -698351.245723
  nChanged 6
		SP:Iteration 64Q (181202.950000 sec): 3 clusters
  Score: Raw -701316.639936 + Penalty 2964.312832 = -698352.327104
  nChanged 4
		SP:Iteration 65Q (181203.140000 sec): 3 clusters
  Score: Raw -701316.822678 + Penalty 2964.312832 = -698352.509845
  nChanged 3
		SP:Iteration 66Q (181203.330000 sec): 3 clusters
  Score: Raw -701317.159831 + Penalty 2964.312832 = -698352.846999
  nChanged 1
		SP:Iteration 67Q (181203.520000 sec): 3 clusters
  Score: Raw -701317.229944 + Penalty 2964.312832 = -698352.917112
  nChanged 0
		SP:Iteration 68F (181203.710000 sec): 3 clusters
  Score: Raw -701317.229944 + Penalty 2964.312832 = -698352.917112
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (6202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181203.850000 sec): 2 clusters
  Score: Raw -519727.895671 + Penalty 1419.051904 = -518308.843767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181204.030000 sec): 3 clusters
  Score: Raw -516435.938743 + Penalty 2838.103807 = -513597.834936
  nChanged 2491
		SP:Iteration 1F (181204.170000 sec): 3 clusters
  Score: Raw -517924.236403 + Penalty 2838.103807 = -515086.132596
  nChanged 502
		SP:Iteration 2F (181204.340000 sec): 3 clusters
  Score: Raw -518272.651354 + Penalty 2838.103807 = -515434.547547
  nChanged 439
		SP:Iteration 3F (181204.500000 sec): 3 clusters
  Score: Raw -518592.579999 + Penalty 2838.103807 = -515754.476191
  nChanged 394
		SP:Iteration 4F (181204.710000 sec): 3 clusters
  Score: Raw -518886.734795 + Penalty 2838.103807 = -516048.630988
  nChanged 351
		SP:Iteration 5F (181204.870000 sec): 3 clusters
  Score: Raw -519130.841251 + Penalty 2838.103807 = -516292.737443
  nChanged 271
		SP:Iteration 6Q (181205.040000 sec): 3 clusters
  Score: Raw -519320.216795 + Penalty 2838.103807 = -516482.112987
  nChanged 245
		SP:Iteration 7Q (181205.210000 sec): 3 clusters
  Score: Raw -519443.809905 + Penalty 2838.103807 = -516605.706098
  nChanged 154
		SP:Iteration 8Q (181205.370000 sec): 3 clusters
  Score: Raw -519511.128872 + Penalty 2838.103807 = -516673.025064
  nChanged 118
		SP:Iteration 9Q (181205.540000 sec): 3 clusters
  Score: Raw -519562.232696 + Penalty 2838.103807 = -516724.128888
  nChanged 108
		SP:Iteration 10Q (181205.700000 sec): 3 clusters
  Score: Raw -519600.064967 + Penalty 2838.103807 = -516761.961160
  nChanged 86
		SP:Iteration 11Q (181205.870000 sec): 3 clusters
  Score: Raw -519631.984766 + Penalty 2838.103807 = -516793.880959
  nChanged 74
		SP:Iteration 12Q (181206.030000 sec): 3 clusters
  Score: Raw -519659.147385 + Penalty 2838.103807 = -516821.043577
  nChanged 64
		SP:Iteration 13Q (181206.200000 sec): 3 clusters
  Score: Raw -519685.364279 + Penalty 2838.103807 = -516847.260471
  nChanged 70
		SP:Iteration 14Q (181206.370000 sec): 3 clusters
  Score: Raw -519711.571977 + Penalty 2838.103807 = -516873.468169
  nChanged 63
		SP:Iteration 15Q (181206.510000 sec): 3 clusters
  Score: Raw -519738.498959 + Penalty 2838.103807 = -516900.395152
  nChanged 60
		SP:Iteration 16Q (181206.610000 sec): 3 clusters
  Score: Raw -519761.968153 + Penalty 2838.103807 = -516923.864346
  nChanged 52
		SP:Iteration 17Q (181206.720000 sec): 3 clusters
  Score: Raw -519784.407427 + Penalty 2838.103807 = -516946.303620
  nChanged 57
		SP:Iteration 18Q (181206.910000 sec): 3 clusters
  Score: Raw -519806.344464 + Penalty 2838.103807 = -516968.240657
  nChanged 59
		SP:Iteration 19Q (181207.110000 sec): 3 clusters
  Score: Raw -519829.745591 + Penalty 2838.103807 = -516991.641783
  nChanged 47
		SP:Iteration 20F (181207.280000 sec): 3 clusters
  Score: Raw -519846.916056 + Penalty 2838.103807 = -517008.812249
  nChanged 47
		SP:Iteration 21Q (181207.440000 sec): 3 clusters
  Score: Raw -519860.885095 + Penalty 2838.103807 = -517022.781288
  nChanged 50
		SP:Iteration 22Q (181207.610000 sec): 3 clusters
  Score: Raw -519875.819227 + Penalty 2838.103807 = -517037.715419
  nChanged 36
		SP:Iteration 23Q (181207.770000 sec): 3 clusters
  Score: Raw -519886.384147 + Penalty 2838.103807 = -517048.280339
  nChanged 38
		SP:Iteration 24Q (181207.940000 sec): 3 clusters
  Score: Raw -519896.720833 + Penalty 2838.103807 = -517058.617025
  nChanged 27
		SP:Iteration 25Q (181208.100000 sec): 3 clusters
  Score: Raw -519904.608706 + Penalty 2838.103807 = -517066.504899
  nChanged 28
		SP:Iteration 26Q (181208.270000 sec): 3 clusters
  Score: Raw -519911.093760 + Penalty 2838.103807 = -517072.989953
  nChanged 23
		SP:Iteration 27Q (181208.430000 sec): 3 clusters
  Score: Raw -519917.852288 + Penalty 2838.103807 = -517079.748481
  nChanged 16
		SP:Iteration 28Q (181208.600000 sec): 3 clusters
  Score: Raw -519921.633956 + Penalty 2838.103807 = -517083.530149
  nChanged 14
		SP:Iteration 29Q (181208.760000 sec): 3 clusters
  Score: Raw -519924.809813 + Penalty 2838.103807 = -517086.706005
  nChanged 11
		SP:Iteration 30Q (181208.930000 sec): 3 clusters
  Score: Raw -519927.290285 + Penalty 2838.103807 = -517089.186478
  nChanged 8
		SP:Iteration 31Q (181209.090000 sec): 3 clusters
  Score: Raw -519929.170595 + Penalty 2838.103807 = -517091.066788
  nChanged 7
		SP:Iteration 32Q (181209.260000 sec): 3 clusters
  Score: Raw -519930.636899 + Penalty 2838.103807 = -517092.533091
  nChanged 6
		SP:Iteration 33Q (181209.420000 sec): 3 clusters
  Score: Raw -519932.361115 + Penalty 2838.103807 = -517094.257307
  nChanged 6
		SP:Iteration 34Q (181209.590000 sec): 3 clusters
  Score: Raw -519933.805001 + Penalty 2838.103807 = -517095.701194
  nChanged 6
		SP:Iteration 35Q (181209.750000 sec): 3 clusters
  Score: Raw -519935.185603 + Penalty 2838.103807 = -517097.081796
  nChanged 6
		SP:Iteration 36Q (181209.960000 sec): 3 clusters
  Score: Raw -519936.822071 + Penalty 2838.103807 = -517098.718264
  nChanged 8
		SP:Iteration 37Q (181210.130000 sec): 3 clusters
  Score: Raw -519939.187766 + Penalty 2838.103807 = -517101.083959
  nChanged 11
		SP:Iteration 38Q (181210.290000 sec): 3 clusters
  Score: Raw -519941.510463 + Penalty 2838.103807 = -517103.406655
  nChanged 7
		SP:Iteration 39Q (181210.460000 sec): 3 clusters
  Score: Raw -519942.284237 + Penalty 2838.103807 = -517104.180429
  nChanged 2
		SP:Iteration 40F (181210.650000 sec): 3 clusters
  Score: Raw -519942.655000 + Penalty 2838.103807 = -517104.551193
  nChanged 3
		SP:Iteration 41Q (181210.750000 sec): 3 clusters
  Score: Raw -519943.304363 + Penalty 2838.103807 = -517105.200556
  nChanged 4
		SP:Iteration 42Q (181210.850000 sec): 3 clusters
  Score: Raw -519943.762550 + Penalty 2838.103807 = -517105.658743
  nChanged 3
		SP:Iteration 43Q (181211.040000 sec): 3 clusters
  Score: Raw -519944.271735 + Penalty 2838.103807 = -517106.167928
  nChanged 2
		SP:Iteration 44Q (181211.210000 sec): 3 clusters
  Score: Raw -519944.486811 + Penalty 2838.103807 = -517106.383003
  nChanged 3
		SP:Iteration 45Q (181211.370000 sec): 3 clusters
  Score: Raw -519945.006681 + Penalty 2838.103807 = -517106.902874
  nChanged 3
		SP:Iteration 46Q (181211.530000 sec): 3 clusters
  Score: Raw -519945.188459 + Penalty 2838.103807 = -517107.084651
  nChanged 2
		SP:Iteration 47Q (181211.630000 sec): 3 clusters
  Score: Raw -519945.352370 + Penalty 2838.103807 = -517107.248562
  nChanged 3
		SP:Iteration 48Q (181211.740000 sec): 3 clusters
  Score: Raw -519945.815383 + Penalty 2838.103807 = -517107.711575
  nChanged 1
		SP:Iteration 49Q (181211.840000 sec): 3 clusters
  Score: Raw -519946.174135 + Penalty 2838.103807 = -517108.070328
  nChanged 4
		SP:Iteration 50Q (181211.940000 sec): 3 clusters
  Score: Raw -519947.264041 + Penalty 2838.103807 = -517109.160234
  nChanged 3
		SP:Iteration 51Q (181212.150000 sec): 3 clusters
  Score: Raw -519948.187591 + Penalty 2838.103807 = -517110.083783
  nChanged 3
		SP:Iteration 52Q (181212.250000 sec): 3 clusters
  Score: Raw -519948.831136 + Penalty 2838.103807 = -517110.727329
  nChanged 6
		SP:Iteration 53Q (181212.360000 sec): 3 clusters
  Score: Raw -519950.745077 + Penalty 2838.103807 = -517112.641269
  nChanged 7
		SP:Iteration 54Q (181212.460000 sec): 3 clusters
  Score: Raw -519952.847102 + Penalty 2838.103807 = -517114.743295
  nChanged 7
		SP:Iteration 55Q (181212.560000 sec): 3 clusters
  Score: Raw -519953.911093 + Penalty 2838.103807 = -517115.807285
  nChanged 5
		SP:Iteration 56Q (181212.650000 sec): 3 clusters
  Score: Raw -519955.161094 + Penalty 2838.103807 = -517117.057287
  nChanged 4
		SP:Iteration 57Q (181212.760000 sec): 3 clusters
  Score: Raw -519956.359657 + Penalty 2838.103807 = -517118.255849
  nChanged 10
		SP:Iteration 58Q (181212.860000 sec): 3 clusters
  Score: Raw -519960.110465 + Penalty 2838.103807 = -517122.006658
  nChanged 11
		SP:Iteration 59Q (181212.960000 sec): 3 clusters
  Score: Raw -519963.241450 + Penalty 2838.103807 = -517125.137642
  nChanged 11
		SP:Iteration 60F (181213.060000 sec): 3 clusters
  Score: Raw -519966.441565 + Penalty 2838.103807 = -517128.337758
  nChanged 6
		SP:Iteration 61Q (181213.160000 sec): 3 clusters
  Score: Raw -519968.219447 + Penalty 2838.103807 = -517130.115640
  nChanged 9
		SP:Iteration 62Q (181213.260000 sec): 3 clusters
  Score: Raw -519971.889590 + Penalty 2838.103807 = -517133.785783
  nChanged 8
		SP:Iteration 63Q (181213.360000 sec): 3 clusters
  Score: Raw -519973.407203 + Penalty 2838.103807 = -517135.303395
  nChanged 8
		SP:Iteration 64Q (181213.450000 sec): 3 clusters
  Score: Raw -519974.870136 + Penalty 2838.103807 = -517136.766329
  nChanged 8
		SP:Iteration 65Q (181213.550000 sec): 3 clusters
  Score: Raw -519977.736904 + Penalty 2838.103807 = -517139.633097
  nChanged 10
		SP:Iteration 66Q (181213.650000 sec): 3 clusters
  Score: Raw -519980.859913 + Penalty 2838.103807 = -517142.756105
  nChanged 12
		SP:Iteration 67Q (181213.760000 sec): 3 clusters
  Score: Raw -519983.961113 + Penalty 2838.103807 = -517145.857305
  nChanged 7
		SP:Iteration 68Q (181213.940000 sec): 3 clusters
  Score: Raw -519986.255634 + Penalty 2838.103807 = -517148.151826
  nChanged 10
		SP:Iteration 69Q (181214.100000 sec): 3 clusters
  Score: Raw -519989.535986 + Penalty 2838.103807 = -517151.432179
  nChanged 10
		SP:Iteration 70Q (181214.270000 sec): 3 clusters
  Score: Raw -519991.345362 + Penalty 2838.103807 = -517153.241554
  nChanged 3
		SP:Iteration 71Q (181214.480000 sec): 3 clusters
  Score: Raw -519991.876419 + Penalty 2838.103807 = -517153.772611
  nChanged 3
		SP:Iteration 72Q (181214.710000 sec): 3 clusters
  Score: Raw -519992.629696 + Penalty 2838.103807 = -517154.525888
  nChanged 5
		SP:Iteration 73Q (181214.880000 sec): 3 clusters
  Score: Raw -519993.430497 + Penalty 2838.103807 = -517155.326689
  nChanged 5
		SP:Iteration 74Q (181215.090000 sec): 3 clusters
  Score: Raw -519994.444850 + Penalty 2838.103807 = -517156.341042
  nChanged 7
		SP:Iteration 75Q (181215.250000 sec): 3 clusters
  Score: Raw -519996.050158 + Penalty 2838.103807 = -517157.946351
  nChanged 4
		SP:Iteration 76Q (181215.420000 sec): 3 clusters
  Score: Raw -519997.405130 + Penalty 2838.103807 = -517159.301323
  nChanged 5
		SP:Iteration 77Q (181215.580000 sec): 3 clusters
  Score: Raw -519999.004936 + Penalty 2838.103807 = -517160.901128
  nChanged 10
		SP:Iteration 78Q (181215.750000 sec): 3 clusters
  Score: Raw -520001.435118 + Penalty 2838.103807 = -517163.331311
  nChanged 5
		SP:Iteration 79Q (181215.910000 sec): 3 clusters
  Score: Raw -520002.529808 + Penalty 2838.103807 = -517164.426001
  nChanged 2
		SP:Iteration 80F (181216.080000 sec): 3 clusters
  Score: Raw -520002.939097 + Penalty 2838.103807 = -517164.835290
  nChanged 1
		SP:Iteration 81Q (181216.240000 sec): 3 clusters
  Score: Raw -520003.404765 + Penalty 2838.103807 = -517165.300957
  nChanged 2
		SP:Iteration 82Q (181216.410000 sec): 3 clusters
  Score: Raw -520003.925044 + Penalty 2838.103807 = -517165.821236
  nChanged 1
		SP:Iteration 83Q (181216.570000 sec): 3 clusters
  Score: Raw -520004.266756 + Penalty 2838.103807 = -517166.162949
  nChanged 1
		SP:Iteration 84Q (181216.740000 sec): 3 clusters
  Score: Raw -520004.561135 + Penalty 2838.103807 = -517166.457328
  nChanged 3
		SP:Iteration 85Q (181216.910000 sec): 3 clusters
  Score: Raw -520005.276433 + Penalty 2838.103807 = -517167.172626
  nChanged 5
		SP:Iteration 86Q (181217.070000 sec): 3 clusters
  Score: Raw -520005.897860 + Penalty 2838.103807 = -517167.794052
  nChanged 1
		SP:Iteration 87Q (181217.230000 sec): 3 clusters
  Score: Raw -520006.041735 + Penalty 2838.103807 = -517167.937928
  nChanged 2
		SP:Iteration 88Q (181217.400000 sec): 3 clusters
  Score: Raw -520006.731008 + Penalty 2838.103807 = -517168.627201
  nChanged 2
		SP:Iteration 89Q (181217.610000 sec): 3 clusters
  Score: Raw -520007.057075 + Penalty 2838.103807 = -517168.953268
  nChanged 3
		SP:Iteration 90Q (181217.800000 sec): 3 clusters
  Score: Raw -520007.635289 + Penalty 2838.103807 = -517169.531481
  nChanged 3
		SP:Iteration 91Q (181217.900000 sec): 3 clusters
  Score: Raw -520008.014399 + Penalty 2838.103807 = -517169.910591
  nChanged 3
		SP:Iteration 92Q (181218.000000 sec): 3 clusters
  Score: Raw -520008.345519 + Penalty 2838.103807 = -517170.241712
  nChanged 3
		SP:Iteration 93Q (181218.190000 sec): 3 clusters
  Score: Raw -520008.831360 + Penalty 2838.103807 = -517170.727552
  nChanged 2
		SP:Iteration 94Q (181218.410000 sec): 3 clusters
  Score: Raw -520009.146184 + Penalty 2838.103807 = -517171.042376
  nChanged 0
		SP:Iteration 95F (181218.550000 sec): 3 clusters
  Score: Raw -520009.146184 + Penalty 2838.103807 = -517171.042376
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (7666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181218.650000 sec): 2 clusters
  Score: Raw -634200.145284 + Penalty 1453.489415 = -632746.655869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181218.870000 sec): 3 clusters
  Score: Raw -630010.024820 + Penalty 2906.978830 = -627103.045990
  nChanged 3228
		SP:Iteration 1F (181219.070000 sec): 3 clusters
  Score: Raw -631973.391277 + Penalty 2906.978830 = -629066.412447
  nChanged 717
		SP:Iteration 2F (181219.270000 sec): 3 clusters
  Score: Raw -632597.596925 + Penalty 2906.978830 = -629690.618095
  nChanged 704
		SP:Iteration 3F (181219.470000 sec): 3 clusters
  Score: Raw -633257.886974 + Penalty 2906.978830 = -630350.908144
  nChanged 614
		SP:Iteration 4F (181219.660000 sec): 3 clusters
  Score: Raw -633730.952839 + Penalty 2906.978830 = -630823.974009
  nChanged 460
		SP:Iteration 5F (181219.860000 sec): 3 clusters
  Score: Raw -633986.363719 + Penalty 2906.978830 = -631079.384889
  nChanged 280
		SP:Iteration 6Q (181220.060000 sec): 3 clusters
  Score: Raw -634115.711003 + Penalty 2906.978830 = -631208.732173
  nChanged 186
		SP:Iteration 7Q (181220.260000 sec): 3 clusters
  Score: Raw -634194.551184 + Penalty 2906.978830 = -631287.572354
  nChanged 133
		SP:Iteration 8Q (181220.460000 sec): 3 clusters
  Score: Raw -634241.048713 + Penalty 2906.978830 = -631334.069883
  nChanged 95
		SP:Iteration 9Q (181220.660000 sec): 3 clusters
  Score: Raw -634273.981453 + Penalty 2906.978830 = -631367.002623
  nChanged 83
		SP:Iteration 10Q (181220.860000 sec): 3 clusters
  Score: Raw -634298.444434 + Penalty 2906.978830 = -631391.465605
  nChanged 88
		SP:Iteration 11Q (181221.060000 sec): 3 clusters
  Score: Raw -634318.618393 + Penalty 2906.978830 = -631411.639563
  nChanged 62
		SP:Iteration 12Q (181221.250000 sec): 3 clusters
  Score: Raw -634333.156803 + Penalty 2906.978830 = -631426.177973
  nChanged 43
		SP:Iteration 13Q (181221.420000 sec): 3 clusters
  Score: Raw -634343.779983 + Penalty 2906.978830 = -631436.801153
  nChanged 48
		SP:Iteration 14Q (181221.610000 sec): 3 clusters
  Score: Raw -634355.381905 + Penalty 2906.978830 = -631448.403075
  nChanged 46
		SP:Iteration 15Q (181221.800000 sec): 3 clusters
  Score: Raw -634368.551394 + Penalty 2906.978830 = -631461.572564
  nChanged 48
		SP:Iteration 16Q (181221.920000 sec): 3 clusters
  Score: Raw -634379.684008 + Penalty 2906.978830 = -631472.705178
  nChanged 54
		SP:Iteration 17Q (181222.130000 sec): 3 clusters
  Score: Raw -634395.902416 + Penalty 2906.978830 = -631488.923586
  nChanged 49
		SP:Iteration 18Q (181222.320000 sec): 3 clusters
  Score: Raw -634408.081995 + Penalty 2906.978830 = -631501.103165
  nChanged 40
		SP:Iteration 19Q (181222.520000 sec): 3 clusters
  Score: Raw -634417.914639 + Penalty 2906.978830 = -631510.935809
  nChanged 32
		SP:Iteration 20F (181222.720000 sec): 3 clusters
  Score: Raw -634428.102638 + Penalty 2906.978830 = -631521.123808
  nChanged 45
		SP:Iteration 21Q (181222.920000 sec): 3 clusters
  Score: Raw -634442.974459 + Penalty 2906.978830 = -631535.995629
  nChanged 56
		SP:Iteration 22Q (181223.120000 sec): 3 clusters
  Score: Raw -634458.463111 + Penalty 2906.978830 = -631551.484281
  nChanged 56
		SP:Iteration 23Q (181223.320000 sec): 3 clusters
  Score: Raw -634481.762902 + Penalty 2906.978830 = -631574.784072
  nChanged 64
		SP:Iteration 24Q (181223.520000 sec): 3 clusters
  Score: Raw -634507.545295 + Penalty 2906.978830 = -631600.566465
  nChanged 66
		SP:Iteration 25Q (181223.720000 sec): 3 clusters
  Score: Raw -634530.150188 + Penalty 2906.978830 = -631623.171359
  nChanged 63
		SP:Iteration 26Q (181223.920000 sec): 3 clusters
  Score: Raw -634555.098736 + Penalty 2906.978830 = -631648.119906
  nChanged 66
		SP:Iteration 27Q (181224.120000 sec): 3 clusters
  Score: Raw -634585.199345 + Penalty 2906.978830 = -631678.220515
  nChanged 75
		SP:Iteration 28Q (181224.320000 sec): 3 clusters
  Score: Raw -634613.621783 + Penalty 2906.978830 = -631706.642953
  nChanged 75
		SP:Iteration 29Q (181224.520000 sec): 3 clusters
  Score: Raw -634640.569362 + Penalty 2906.978830 = -631733.590532
  nChanged 84
		SP:Iteration 30Q (181224.710000 sec): 3 clusters
  Score: Raw -634670.478422 + Penalty 2906.978830 = -631763.499592
  nChanged 78
		SP:Iteration 31Q (181224.910000 sec): 3 clusters
  Score: Raw -634694.654072 + Penalty 2906.978830 = -631787.675242
  nChanged 71
		SP:Iteration 32Q (181225.100000 sec): 3 clusters
  Score: Raw -634718.427757 + Penalty 2906.978830 = -631811.448927
  nChanged 68
		SP:Iteration 33Q (181225.320000 sec): 3 clusters
  Score: Raw -634746.512005 + Penalty 2906.978830 = -631839.533175
  nChanged 69
		SP:Iteration 34Q (181225.520000 sec): 3 clusters
  Score: Raw -634773.161766 + Penalty 2906.978830 = -631866.182936
  nChanged 64
		SP:Iteration 35Q (181225.720000 sec): 3 clusters
  Score: Raw -634796.382084 + Penalty 2906.978830 = -631889.403254
  nChanged 74
		SP:Iteration 36Q (181225.910000 sec): 3 clusters
  Score: Raw -634822.355668 + Penalty 2906.978830 = -631915.376838
  nChanged 75
		SP:Iteration 37Q (181226.110000 sec): 3 clusters
  Score: Raw -634850.050018 + Penalty 2906.978830 = -631943.071188
  nChanged 59
		SP:Iteration 38Q (181226.310000 sec): 3 clusters
  Score: Raw -634866.087164 + Penalty 2906.978830 = -631959.108334
  nChanged 65
		SP:Iteration 39Q (181226.510000 sec): 3 clusters
  Score: Raw -634885.445104 + Penalty 2906.978830 = -631978.466274
  nChanged 59
		SP:Iteration 40F (181226.710000 sec): 3 clusters
  Score: Raw -634902.375870 + Penalty 2906.978830 = -631995.397040
  nChanged 52
		SP:Iteration 41Q (181226.910000 sec): 3 clusters
  Score: Raw -634915.486426 + Penalty 2906.978830 = -632008.507596
  nChanged 46
		SP:Iteration 42Q (181227.100000 sec): 3 clusters
  Score: Raw -634923.658434 + Penalty 2906.978830 = -632016.679604
  nChanged 29
		SP:Iteration 43Q (181227.300000 sec): 3 clusters
  Score: Raw -634928.399200 + Penalty 2906.978830 = -632021.420370
  nChanged 26
		SP:Iteration 44Q (181227.500000 sec): 3 clusters
  Score: Raw -634934.212964 + Penalty 2906.978830 = -632027.234134
  nChanged 27
		SP:Iteration 45Q (181227.700000 sec): 3 clusters
  Score: Raw -634939.175768 + Penalty 2906.978830 = -632032.196938
  nChanged 19
		SP:Iteration 46Q (181227.940000 sec): 3 clusters
  Score: Raw -634943.038406 + Penalty 2906.978830 = -632036.059576
  nChanged 22
		SP:Iteration 47Q (181228.100000 sec): 3 clusters
  Score: Raw -634947.894733 + Penalty 2906.978830 = -632040.915903
  nChanged 25
		SP:Iteration 48Q (181228.240000 sec): 3 clusters
  Score: Raw -634953.217043 + Penalty 2906.978830 = -632046.238213
  nChanged 29
		SP:Iteration 49Q (181228.350000 sec): 3 clusters
  Score: Raw -634958.457287 + Penalty 2906.978830 = -632051.478457
  nChanged 29
		SP:Iteration 50Q (181228.470000 sec): 3 clusters
  Score: Raw -634964.353608 + Penalty 2906.978830 = -632057.374778
  nChanged 22
		SP:Iteration 51Q (181228.620000 sec): 3 clusters
  Score: Raw -634969.181751 + Penalty 2906.978830 = -632062.202921
  nChanged 26
		SP:Iteration 52Q (181228.820000 sec): 3 clusters
  Score: Raw -634976.589849 + Penalty 2906.978830 = -632069.611019
  nChanged 27
		SP:Iteration 53Q (181229.010000 sec): 3 clusters
  Score: Raw -634982.505067 + Penalty 2906.978830 = -632075.526237
  nChanged 34
		SP:Iteration 54Q (181229.220000 sec): 3 clusters
  Score: Raw -634991.477626 + Penalty 2906.978830 = -632084.498796
  nChanged 34
		SP:Iteration 55Q (181229.400000 sec): 3 clusters
  Score: Raw -635000.484145 + Penalty 2906.978830 = -632093.505315
  nChanged 33
		SP:Iteration 56Q (181229.580000 sec): 3 clusters
  Score: Raw -635009.967073 + Penalty 2906.978830 = -632102.988243
  nChanged 34
		SP:Iteration 57Q (181229.770000 sec): 3 clusters
  Score: Raw -635019.766291 + Penalty 2906.978830 = -632112.787461
  nChanged 41
		SP:Iteration 58Q (181230.000000 sec): 3 clusters
  Score: Raw -635035.140644 + Penalty 2906.978830 = -632128.161814
  nChanged 49
		SP:Iteration 59Q (181230.120000 sec): 3 clusters
  Score: Raw -635058.457692 + Penalty 2906.978830 = -632151.478862
  nChanged 66
		SP:Iteration 60F (181230.240000 sec): 3 clusters
  Score: Raw -635087.004896 + Penalty 2906.978830 = -632180.026066
  nChanged 52
		SP:Iteration 61Q (181230.430000 sec): 3 clusters
  Score: Raw -635109.093638 + Penalty 2906.978830 = -632202.114808
  nChanged 61
		SP:Iteration 62Q (181230.630000 sec): 3 clusters
  Score: Raw -635142.868776 + Penalty 2906.978830 = -632235.889946
  nChanged 77
		SP:Iteration 63Q (181230.840000 sec): 3 clusters
  Score: Raw -635190.380893 + Penalty 2906.978830 = -632283.402063
  nChanged 78
		SP:Iteration 64Q (181231.050000 sec): 3 clusters
  Score: Raw -635234.091536 + Penalty 2906.978830 = -632327.112706
  nChanged 76
		SP:Iteration 65Q (181231.250000 sec): 3 clusters
  Score: Raw -635270.265562 + Penalty 2906.978830 = -632363.286732
  nChanged 71
		SP:Iteration 66Q (181231.450000 sec): 3 clusters
  Score: Raw -635298.660682 + Penalty 2906.978830 = -632391.681852
  nChanged 62
		SP:Iteration 67Q (181231.680000 sec): 3 clusters
  Score: Raw -635320.930606 + Penalty 2906.978830 = -632413.951777
  nChanged 53
		SP:Iteration 68Q (181231.890000 sec): 3 clusters
  Score: Raw -635341.237140 + Penalty 2906.978830 = -632434.258310
  nChanged 51
		SP:Iteration 69Q (181232.090000 sec): 3 clusters
  Score: Raw -635356.133491 + Penalty 2906.978830 = -632449.154661
  nChanged 41
		SP:Iteration 70Q (181232.290000 sec): 3 clusters
  Score: Raw -635367.488094 + Penalty 2906.978830 = -632460.509264
  nChanged 39
		SP:Iteration 71Q (181232.470000 sec): 3 clusters
  Score: Raw -635379.253232 + Penalty 2906.978830 = -632472.274402
  nChanged 29
		SP:Iteration 72Q (181232.600000 sec): 3 clusters
  Score: Raw -635385.849109 + Penalty 2906.978830 = -632478.870279
  nChanged 19
		SP:Iteration 73Q (181232.710000 sec): 3 clusters
  Score: Raw -635390.785723 + Penalty 2906.978830 = -632483.806893
  nChanged 22
		SP:Iteration 74Q (181232.920000 sec): 3 clusters
  Score: Raw -635395.264300 + Penalty 2906.978830 = -632488.285470
  nChanged 19
		SP:Iteration 75Q (181233.120000 sec): 3 clusters
  Score: Raw -635398.951488 + Penalty 2906.978830 = -632491.972658
  nChanged 19
		SP:Iteration 76Q (181233.320000 sec): 3 clusters
  Score: Raw -635402.920323 + Penalty 2906.978830 = -632495.941493
  nChanged 16
		SP:Iteration 77Q (181233.440000 sec): 3 clusters
  Score: Raw -635406.726017 + Penalty 2906.978830 = -632499.747187
  nChanged 17
		SP:Iteration 78Q (181233.560000 sec): 3 clusters
  Score: Raw -635412.745486 + Penalty 2906.978830 = -632505.766656
  nChanged 22
		SP:Iteration 79Q (181233.680000 sec): 3 clusters
  Score: Raw -635421.257582 + Penalty 2906.978830 = -632514.278752
  nChanged 28
		SP:Iteration 80F (181233.860000 sec): 3 clusters
  Score: Raw -635428.876644 + Penalty 2906.978830 = -632521.897814
  nChanged 20
		SP:Iteration 81Q (181234.060000 sec): 3 clusters
  Score: Raw -635433.793928 + Penalty 2906.978830 = -632526.815098
  nChanged 17
		SP:Iteration 82Q (181234.260000 sec): 3 clusters
  Score: Raw -635437.162711 + Penalty 2906.978830 = -632530.183881
  nChanged 15
		SP:Iteration 83Q (181234.460000 sec): 3 clusters
  Score: Raw -635439.502805 + Penalty 2906.978830 = -632532.523975
  nChanged 10
		SP:Iteration 84Q (181234.660000 sec): 3 clusters
  Score: Raw -635441.032296 + Penalty 2906.978830 = -632534.053466
  nChanged 7
		SP:Iteration 85Q (181234.860000 sec): 3 clusters
  Score: Raw -635442.244258 + Penalty 2906.978830 = -632535.265428
  nChanged 9
		SP:Iteration 86Q (181235.060000 sec): 3 clusters
  Score: Raw -635443.537889 + Penalty 2906.978830 = -632536.559059
  nChanged 8
		SP:Iteration 87Q (181235.260000 sec): 3 clusters
  Score: Raw -635444.783985 + Penalty 2906.978830 = -632537.805155
  nChanged 7
		SP:Iteration 88Q (181235.460000 sec): 3 clusters
  Score: Raw -635445.730412 + Penalty 2906.978830 = -632538.751583
  nChanged 6
		SP:Iteration 89Q (181235.660000 sec): 3 clusters
  Score: Raw -635446.564012 + Penalty 2906.978830 = -632539.585182
  nChanged 7
		SP:Iteration 90Q (181235.860000 sec): 3 clusters
  Score: Raw -635447.420612 + Penalty 2906.978830 = -632540.441782
  nChanged 5
		SP:Iteration 91Q (181236.060000 sec): 3 clusters
  Score: Raw -635448.206269 + Penalty 2906.978830 = -632541.227439
  nChanged 4
		SP:Iteration 92Q (181236.260000 sec): 3 clusters
  Score: Raw -635449.930136 + Penalty 2906.978830 = -632542.951306
  nChanged 7
		SP:Iteration 93Q (181236.450000 sec): 3 clusters
  Score: Raw -635451.832058 + Penalty 2906.978830 = -632544.853229
  nChanged 10
		SP:Iteration 94Q (181236.650000 sec): 3 clusters
  Score: Raw -635455.553855 + Penalty 2906.978830 = -632548.575025
  nChanged 16
		SP:Iteration 95Q (181236.850000 sec): 3 clusters
  Score: Raw -635462.722960 + Penalty 2906.978830 = -632555.744130
  nChanged 25
		SP:Iteration 96Q (181237.050000 sec): 3 clusters
  Score: Raw -635472.293765 + Penalty 2906.978830 = -632565.314935
  nChanged 24
		SP:Iteration 97Q (181237.250000 sec): 3 clusters
  Score: Raw -635476.803802 + Penalty 2906.978830 = -632569.824973
  nChanged 15
		SP:Iteration 98Q (181237.450000 sec): 3 clusters
  Score: Raw -635479.554866 + Penalty 2906.978830 = -632572.576036
  nChanged 14
		SP:Iteration 99Q (181237.650000 sec): 3 clusters
  Score: Raw -635482.347042 + Penalty 2906.978830 = -632575.368212
  nChanged 12
		SP:Iteration 100F (181237.850000 sec): 3 clusters
  Score: Raw -635483.538006 + Penalty 2906.978830 = -632576.559176
  nChanged 3
		SP:Iteration 101Q (181238.050000 sec): 3 clusters
  Score: Raw -635484.044741 + Penalty 2906.978830 = -632577.065911
  nChanged 0
		SP:Iteration 102F (181238.250000 sec): 3 clusters
  Score: Raw -635484.044741 + Penalty 2906.978830 = -632577.065911
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (2161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181238.310000 sec): 2 clusters
  Score: Raw -200310.406391 + Penalty 1247.728033 = -199062.678358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181238.490000 sec): 3 clusters
  Score: Raw -199390.999440 + Penalty 2495.456066 = -196895.543374
  nChanged 723
		SP:Iteration 1F (181238.660000 sec): 3 clusters
  Score: Raw -199851.980787 + Penalty 2495.456066 = -197356.524721
  nChanged 185
		SP:Iteration 2F (181238.840000 sec): 3 clusters
  Score: Raw -200005.888236 + Penalty 2495.456066 = -197510.432170
  nChanged 130
		SP:Iteration 3F (181239.020000 sec): 3 clusters
  Score: Raw -200094.653276 + Penalty 2495.456066 = -197599.197210
  nChanged 98
		SP:Iteration 4Q (181239.190000 sec): 3 clusters
  Score: Raw -200166.893164 + Penalty 2495.456066 = -197671.437098
  nChanged 73
		SP:Iteration 5Q (181239.370000 sec): 3 clusters
  Score: Raw -200222.339205 + Penalty 2495.456066 = -197726.883139
  nChanged 81
		SP:Iteration 6Q (181239.540000 sec): 3 clusters
  Score: Raw -200286.426065 + Penalty 2495.456066 = -197790.969999
  nChanged 83
		SP:Iteration 7Q (181239.720000 sec): 3 clusters
  Score: Raw -200361.036841 + Penalty 2495.456066 = -197865.580775
  nChanged 83
		SP:Iteration 8Q (181239.900000 sec): 3 clusters
  Score: Raw -200441.146034 + Penalty 2495.456066 = -197945.689968
  nChanged 91
		SP:Iteration 9Q (181240.070000 sec): 3 clusters
  Score: Raw -200529.343802 + Penalty 2495.456066 = -198033.887736
  nChanged 95
		SP:Iteration 10Q (181240.250000 sec): 3 clusters
  Score: Raw -200647.321580 + Penalty 2495.456066 = -198151.865514
  nChanged 97
		SP:Iteration 11Q (181240.420000 sec): 3 clusters
  Score: Raw -200758.803522 + Penalty 2495.456066 = -198263.347456
  nChanged 66
		SP:Iteration 12Q (181240.600000 sec): 3 clusters
  Score: Raw -200834.813175 + Penalty 2495.456066 = -198339.357109
  nChanged 53
		SP:Iteration 13Q (181240.780000 sec): 3 clusters
  Score: Raw -200874.910930 + Penalty 2495.456066 = -198379.454864
  nChanged 31
		SP:Iteration 14Q (181240.950000 sec): 3 clusters
  Score: Raw -200903.894888 + Penalty 2495.456066 = -198408.438822
  nChanged 25
		SP:Iteration 15Q (181241.090000 sec): 3 clusters
  Score: Raw -200922.733326 + Penalty 2495.456066 = -198427.277260
  nChanged 20
		SP:Iteration 16Q (181241.130000 sec): 3 clusters
  Score: Raw -200940.270786 + Penalty 2495.456066 = -198444.814720
  nChanged 27
		SP:Iteration 17Q (181241.170000 sec): 3 clusters
  Score: Raw -200962.050756 + Penalty 2495.456066 = -198466.594690
  nChanged 21
		SP:Iteration 18Q (181241.210000 sec): 3 clusters
  Score: Raw -200978.362065 + Penalty 2495.456066 = -198482.905999
  nChanged 15
		SP:Iteration 19Q (181241.250000 sec): 3 clusters
  Score: Raw -200984.857496 + Penalty 2495.456066 = -198489.401430
  nChanged 8
		SP:Iteration 20F (181241.290000 sec): 3 clusters
  Score: Raw -200989.748022 + Penalty 2495.456066 = -198494.291956
  nChanged 7
		SP:Iteration 21Q (181241.330000 sec): 3 clusters
  Score: Raw -200995.322312 + Penalty 2495.456066 = -198499.866246
  nChanged 8
		SP:Iteration 22Q (181241.370000 sec): 3 clusters
  Score: Raw -201001.258775 + Penalty 2495.456066 = -198505.802709
  nChanged 2
		SP:Iteration 23Q (181241.410000 sec): 3 clusters
  Score: Raw -201002.090732 + Penalty 2495.456066 = -198506.634666
  nChanged 2
		SP:Iteration 24Q (181241.460000 sec): 3 clusters
  Score: Raw -201003.035517 + Penalty 2495.456066 = -198507.579451
  nChanged 1
		SP:Iteration 25Q (181241.500000 sec): 3 clusters
  Score: Raw -201003.326547 + Penalty 2495.456066 = -198507.870482
  nChanged 1
		SP:Iteration 26Q (181241.540000 sec): 3 clusters
  Score: Raw -201003.918057 + Penalty 2495.456066 = -198508.461991
  nChanged 1
		SP:Iteration 27Q (181241.580000 sec): 3 clusters
  Score: Raw -201004.488353 + Penalty 2495.456066 = -198509.032287
  nChanged 1
		SP:Iteration 28Q (181241.620000 sec): 3 clusters
  Score: Raw -201004.715062 + Penalty 2495.456066 = -198509.258996
  nChanged 1
		SP:Iteration 29Q (181241.660000 sec): 3 clusters
  Score: Raw -201005.266130 + Penalty 2495.456066 = -198509.810064
  nChanged 1
		SP:Iteration 30Q (181241.700000 sec): 3 clusters
  Score: Raw -201005.619674 + Penalty 2495.456066 = -198510.163608
  nChanged 1
		SP:Iteration 31Q (181241.800000 sec): 3 clusters
  Score: Raw -201005.877926 + Penalty 2495.456066 = -198510.421861
  nChanged 0
		SP:Iteration 32F (181241.840000 sec): 3 clusters
  Score: Raw -201005.877926 + Penalty 2495.456066 = -198510.421861
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (4606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181241.940000 sec): 2 clusters
  Score: Raw -451685.600755 + Penalty 1370.706201 = -450314.894554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181242.110000 sec): 3 clusters
  Score: Raw -449330.604490 + Penalty 2741.412401 = -446589.192089
  nChanged 1865
		SP:Iteration 1F (181242.290000 sec): 3 clusters
  Score: Raw -450435.125553 + Penalty 2741.412401 = -447693.713152
  nChanged 375
		SP:Iteration 2F (181242.460000 sec): 3 clusters
  Score: Raw -450711.748310 + Penalty 2741.412401 = -447970.335909
  nChanged 346
		SP:Iteration 3F (181242.680000 sec): 3 clusters
  Score: Raw -451010.644795 + Penalty 2741.412401 = -448269.232394
  nChanged 318
		SP:Iteration 4F (181242.750000 sec): 3 clusters
  Score: Raw -451288.443998 + Penalty 2741.412401 = -448547.031597
  nChanged 278
		SP:Iteration 5F (181242.830000 sec): 3 clusters
  Score: Raw -451481.048675 + Penalty 2741.412401 = -448739.636273
  nChanged 197
		SP:Iteration 6Q (181242.920000 sec): 3 clusters
  Score: Raw -451606.946112 + Penalty 2741.412401 = -448865.533711
  nChanged 164
		SP:Iteration 7Q (181243.000000 sec): 3 clusters
  Score: Raw -451703.795142 + Penalty 2741.412401 = -448962.382741
  nChanged 140
		SP:Iteration 8Q (181243.080000 sec): 3 clusters
  Score: Raw -451784.204526 + Penalty 2741.412401 = -449042.792125
  nChanged 108
		SP:Iteration 9Q (181243.160000 sec): 3 clusters
  Score: Raw -451846.807321 + Penalty 2741.412401 = -449105.394920
  nChanged 88
		SP:Iteration 10Q (181243.240000 sec): 3 clusters
  Score: Raw -451893.714585 + Penalty 2741.412401 = -449152.302184
  nChanged 76
		SP:Iteration 11Q (181243.320000 sec): 3 clusters
  Score: Raw -451931.916813 + Penalty 2741.412401 = -449190.504412
  nChanged 56
		SP:Iteration 12Q (181243.410000 sec): 3 clusters
  Score: Raw -451955.955486 + Penalty 2741.412401 = -449214.543085
  nChanged 44
		SP:Iteration 13Q (181243.490000 sec): 3 clusters
  Score: Raw -451974.105379 + Penalty 2741.412401 = -449232.692978
  nChanged 31
		SP:Iteration 14Q (181243.570000 sec): 3 clusters
  Score: Raw -451984.216071 + Penalty 2741.412401 = -449242.803670
  nChanged 32
		SP:Iteration 15Q (181243.660000 sec): 3 clusters
  Score: Raw -451994.536729 + Penalty 2741.412401 = -449253.124328
  nChanged 28
		SP:Iteration 16Q (181243.740000 sec): 3 clusters
  Score: Raw -452002.736558 + Penalty 2741.412401 = -449261.324157
  nChanged 16
		SP:Iteration 17Q (181243.820000 sec): 3 clusters
  Score: Raw -452008.933596 + Penalty 2741.412401 = -449267.521195
  nChanged 16
		SP:Iteration 18Q (181243.900000 sec): 3 clusters
  Score: Raw -452014.707552 + Penalty 2741.412401 = -449273.295151
  nChanged 14
		SP:Iteration 19Q (181243.980000 sec): 3 clusters
  Score: Raw -452020.188509 + Penalty 2741.412401 = -449278.776108
  nChanged 13
		SP:Iteration 20F (181244.070000 sec): 3 clusters
  Score: Raw -452024.232260 + Penalty 2741.412401 = -449282.819859
  nChanged 12
		SP:Iteration 21Q (181244.150000 sec): 3 clusters
  Score: Raw -452026.939138 + Penalty 2741.412401 = -449285.526737
  nChanged 3
		SP:Iteration 22Q (181244.230000 sec): 3 clusters
  Score: Raw -452027.428210 + Penalty 2741.412401 = -449286.015809
  nChanged 3
		SP:Iteration 23Q (181244.320000 sec): 3 clusters
  Score: Raw -452027.851486 + Penalty 2741.412401 = -449286.439085
  nChanged 1
		SP:Iteration 24Q (181244.400000 sec): 3 clusters
  Score: Raw -452028.097114 + Penalty 2741.412401 = -449286.684713
  nChanged 2
		SP:Iteration 25Q (181244.480000 sec): 3 clusters
  Score: Raw -452028.479571 + Penalty 2741.412401 = -449287.067170
  nChanged 0
		SP:Iteration 26F (181244.670000 sec): 3 clusters
  Score: Raw -452028.479571 + Penalty 2741.412401 = -449287.067170
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181244.760000 sec): 2 clusters
  Score: Raw -74047.324167 + Penalty 1114.516818 = -72932.807349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181244.940000 sec): 3 clusters
  Score: Raw -73822.808485 + Penalty 2229.033636 = -71593.774849
  nChanged 282
		SP:Iteration 1F (181245.110000 sec): 3 clusters
  Score: Raw -74159.403958 + Penalty 2229.033636 = -71930.370322
  nChanged 94
		SP:Iteration 2F (181245.290000 sec): 3 clusters
  Score: Raw -74301.639273 + Penalty 2229.033636 = -72072.605637
  nChanged 45
		SP:Iteration 3Q (181245.460000 sec): 3 clusters
  Score: Raw -74373.529736 + Penalty 2229.033636 = -72144.496100
  nChanged 48
		SP:Iteration 4F (181245.640000 sec): 3 clusters
  Score: Raw -74451.638339 + Penalty 2229.033636 = -72222.604703
  nChanged 48
		SP:Iteration 5F (181245.810000 sec): 3 clusters
  Score: Raw -74521.796268 + Penalty 2229.033636 = -72292.762632
  nChanged 45
		SP:Iteration 6Q (181245.990000 sec): 3 clusters
  Score: Raw -74583.872124 + Penalty 2229.033636 = -72354.838488
  nChanged 29
		SP:Iteration 7Q (181246.160000 sec): 3 clusters
  Score: Raw -74622.470311 + Penalty 2229.033636 = -72393.436675
  nChanged 21
		SP:Iteration 8Q (181246.340000 sec): 3 clusters
  Score: Raw -74648.675287 + Penalty 2229.033636 = -72419.641651
  nChanged 19
		SP:Iteration 9Q (181246.520000 sec): 3 clusters
  Score: Raw -74671.575831 + Penalty 2229.033636 = -72442.542194
  nChanged 12
		SP:Iteration 10Q (181246.690000 sec): 3 clusters
  Score: Raw -74679.498122 + Penalty 2229.033636 = -72450.464486
  nChanged 3
		SP:Iteration 11Q (181246.870000 sec): 3 clusters
  Score: Raw -74681.134501 + Penalty 2229.033636 = -72452.100865
  nChanged 5
		SP:Iteration 12Q (181247.040000 sec): 3 clusters
  Score: Raw -74684.519181 + Penalty 2229.033636 = -72455.485545
  nChanged 4
		SP:Iteration 13Q (181247.220000 sec): 3 clusters
  Score: Raw -74687.524108 + Penalty 2229.033636 = -72458.490472
  nChanged 3
		SP:Iteration 14Q (181247.400000 sec): 3 clusters
  Score: Raw -74689.346747 + Penalty 2229.033636 = -72460.313110
  nChanged 0
		SP:Iteration 15F (181247.570000 sec): 3 clusters
  Score: Raw -74689.346747 + Penalty 2229.033636 = -72460.313110
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181247.640000 sec): 2 clusters
  Score: Raw -240006.319527 + Penalty 1314.740166 = -238691.579361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181247.820000 sec): 3 clusters
  Score: Raw -238493.903687 + Penalty 2629.480333 = -235864.423354
  nChanged 1259
		SP:Iteration 1F (181247.990000 sec): 3 clusters
  Score: Raw -239474.631616 + Penalty 2629.480333 = -236845.151283
  nChanged 285
		SP:Iteration 2F (181248.170000 sec): 3 clusters
  Score: Raw -239728.096769 + Penalty 2629.480333 = -237098.616436
  nChanged 213
		SP:Iteration 3F (181248.340000 sec): 3 clusters
  Score: Raw -239929.975576 + Penalty 2629.480333 = -237300.495244
  nChanged 178
		SP:Iteration 4F (181248.520000 sec): 3 clusters
  Score: Raw -240111.699819 + Penalty 2629.480333 = -237482.219486
  nChanged 167
		SP:Iteration 5F (181248.700000 sec): 3 clusters
  Score: Raw -240283.819428 + Penalty 2629.480333 = -237654.339096
  nChanged 131
		SP:Iteration 6Q (181248.870000 sec): 3 clusters
  Score: Raw -240389.826935 + Penalty 2629.480333 = -237760.346603
  nChanged 104
		SP:Iteration 7Q (181249.050000 sec): 3 clusters
  Score: Raw -240462.419499 + Penalty 2629.480333 = -237832.939166
  nChanged 79
		SP:Iteration 8Q (181249.220000 sec): 3 clusters
  Score: Raw -240502.508173 + Penalty 2629.480333 = -237873.027840
  nChanged 53
		SP:Iteration 9Q (181249.400000 sec): 3 clusters
  Score: Raw -240528.045286 + Penalty 2629.480333 = -237898.564954
  nChanged 53
		SP:Iteration 10Q (181249.580000 sec): 3 clusters
  Score: Raw -240555.836698 + Penalty 2629.480333 = -237926.356366
  nChanged 43
		SP:Iteration 11Q (181249.750000 sec): 3 clusters
  Score: Raw -240574.599963 + Penalty 2629.480333 = -237945.119630
  nChanged 29
		SP:Iteration 12Q (181249.930000 sec): 3 clusters
  Score: Raw -240589.089814 + Penalty 2629.480333 = -237959.609481
  nChanged 30
		SP:Iteration 13Q (181250.100000 sec): 3 clusters
  Score: Raw -240603.749736 + Penalty 2629.480333 = -237974.269403
  nChanged 26
		SP:Iteration 14Q (181250.280000 sec): 3 clusters
  Score: Raw -240611.824521 + Penalty 2629.480333 = -237982.344189
  nChanged 20
		SP:Iteration 15Q (181250.460000 sec): 3 clusters
  Score: Raw -240620.498535 + Penalty 2629.480333 = -237991.018203
  nChanged 19
		SP:Iteration 16Q (181250.630000 sec): 3 clusters
  Score: Raw -240629.458644 + Penalty 2629.480333 = -237999.978311
  nChanged 20
		SP:Iteration 17Q (181250.810000 sec): 3 clusters
  Score: Raw -240640.882657 + Penalty 2629.480333 = -238011.402324
  nChanged 23
		SP:Iteration 18Q (181250.980000 sec): 3 clusters
  Score: Raw -240650.685222 + Penalty 2629.480333 = -238021.204889
  nChanged 23
		SP:Iteration 19Q (181251.160000 sec): 3 clusters
  Score: Raw -240658.912973 + Penalty 2629.480333 = -238029.432640
  nChanged 25
		SP:Iteration 20F (181251.340000 sec): 3 clusters
  Score: Raw -240669.433079 + Penalty 2629.480333 = -238039.952746
  nChanged 16
		SP:Iteration 21Q (181251.510000 sec): 3 clusters
  Score: Raw -240675.639363 + Penalty 2629.480333 = -238046.159030
  nChanged 22
		SP:Iteration 22Q (181251.690000 sec): 3 clusters
  Score: Raw -240683.153388 + Penalty 2629.480333 = -238053.673055
  nChanged 18
		SP:Iteration 23Q (181251.860000 sec): 3 clusters
  Score: Raw -240691.384711 + Penalty 2629.480333 = -238061.904378
  nChanged 19
		SP:Iteration 24Q (181252.040000 sec): 3 clusters
  Score: Raw -240700.940240 + Penalty 2629.480333 = -238071.459907
  nChanged 19
		SP:Iteration 25Q (181252.210000 sec): 3 clusters
  Score: Raw -240710.728679 + Penalty 2629.480333 = -238081.248347
  nChanged 18
		SP:Iteration 26Q (181252.390000 sec): 3 clusters
  Score: Raw -240716.432489 + Penalty 2629.480333 = -238086.952157
  nChanged 13
		SP:Iteration 27Q (181252.560000 sec): 3 clusters
  Score: Raw -240722.361463 + Penalty 2629.480333 = -238092.881130
  nChanged 9
		SP:Iteration 28Q (181252.740000 sec): 3 clusters
  Score: Raw -240725.846757 + Penalty 2629.480333 = -238096.366424
  nChanged 9
		SP:Iteration 29Q (181252.920000 sec): 3 clusters
  Score: Raw -240728.401444 + Penalty 2629.480333 = -238098.921111
  nChanged 11
		SP:Iteration 30Q (181253.090000 sec): 3 clusters
  Score: Raw -240732.800733 + Penalty 2629.480333 = -238103.320400
  nChanged 11
		SP:Iteration 31Q (181253.270000 sec): 3 clusters
  Score: Raw -240735.877285 + Penalty 2629.480333 = -238106.396953
  nChanged 6
		SP:Iteration 32Q (181253.440000 sec): 3 clusters
  Score: Raw -240737.385339 + Penalty 2629.480333 = -238107.905006
  nChanged 3
		SP:Iteration 33Q (181253.620000 sec): 3 clusters
  Score: Raw -240739.292641 + Penalty 2629.480333 = -238109.812309
  nChanged 4
		SP:Iteration 34Q (181253.800000 sec): 3 clusters
  Score: Raw -240742.718529 + Penalty 2629.480333 = -238113.238196
  nChanged 7
		SP:Iteration 35Q (181253.970000 sec): 3 clusters
  Score: Raw -240746.940990 + Penalty 2629.480333 = -238117.460658
  nChanged 9
		SP:Iteration 36Q (181254.150000 sec): 3 clusters
  Score: Raw -240749.277990 + Penalty 2629.480333 = -238119.797658
  nChanged 3
		SP:Iteration 37Q (181254.320000 sec): 3 clusters
  Score: Raw -240750.505871 + Penalty 2629.480333 = -238121.025538
  nChanged 5
		SP:Iteration 38Q (181254.500000 sec): 3 clusters
  Score: Raw -240751.711975 + Penalty 2629.480333 = -238122.231642
  nChanged 4
		SP:Iteration 39Q (181254.680000 sec): 3 clusters
  Score: Raw -240753.592572 + Penalty 2629.480333 = -238124.112240
  nChanged 4
		SP:Iteration 40F (181254.850000 sec): 3 clusters
  Score: Raw -240754.792991 + Penalty 2629.480333 = -238125.312658
  nChanged 3
		SP:Iteration 41Q (181255.030000 sec): 3 clusters
  Score: Raw -240755.791538 + Penalty 2629.480333 = -238126.311206
  nChanged 5
		SP:Iteration 42Q (181255.200000 sec): 3 clusters
  Score: Raw -240757.281277 + Penalty 2629.480333 = -238127.800944
  nChanged 4
		SP:Iteration 43Q (181255.380000 sec): 3 clusters
  Score: Raw -240758.150051 + Penalty 2629.480333 = -238128.669718
  nChanged 3
		SP:Iteration 44Q (181255.560000 sec): 3 clusters
  Score: Raw -240758.901799 + Penalty 2629.480333 = -238129.421466
  nChanged 2
		SP:Iteration 45Q (181255.750000 sec): 3 clusters
  Score: Raw -240759.631854 + Penalty 2629.480333 = -238130.151521
  nChanged 1
		SP:Iteration 46Q (181255.910000 sec): 3 clusters
  Score: Raw -240760.069731 + Penalty 2629.480333 = -238130.589398
  nChanged 0
		SP:Iteration 47F (181256.080000 sec): 3 clusters
  Score: Raw -240760.069731 + Penalty 2629.480333 = -238130.589398
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (1855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181256.170000 sec): 2 clusters
  Score: Raw -158099.700034 + Penalty 1222.916496 = -156876.783538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181256.340000 sec): 3 clusters
  Score: Raw -157316.056604 + Penalty 2445.832992 = -154870.223612
  nChanged 658
		SP:Iteration 1F (181256.520000 sec): 3 clusters
  Score: Raw -157785.277337 + Penalty 2445.832992 = -155339.444345
  nChanged 169
		SP:Iteration 2F (181256.700000 sec): 3 clusters
  Score: Raw -157950.842112 + Penalty 2445.832992 = -155505.009120
  nChanged 116
		SP:Iteration 3F (181256.870000 sec): 3 clusters
  Score: Raw -158060.491707 + Penalty 2445.832992 = -155614.658716
  nChanged 84
		SP:Iteration 4Q (181257.050000 sec): 3 clusters
  Score: Raw -158134.301950 + Penalty 2445.832992 = -155688.468958
  nChanged 65
		SP:Iteration 5Q (181257.220000 sec): 3 clusters
  Score: Raw -158194.353277 + Penalty 2445.832992 = -155748.520285
  nChanged 49
		SP:Iteration 6Q (181257.400000 sec): 3 clusters
  Score: Raw -158241.132938 + Penalty 2445.832992 = -155795.299946
  nChanged 42
		SP:Iteration 7Q (181257.580000 sec): 3 clusters
  Score: Raw -158273.833703 + Penalty 2445.832992 = -155828.000712
  nChanged 31
		SP:Iteration 8Q (181257.750000 sec): 3 clusters
  Score: Raw -158301.040865 + Penalty 2445.832992 = -155855.207873
  nChanged 33
		SP:Iteration 9Q (181257.930000 sec): 3 clusters
  Score: Raw -158327.973297 + Penalty 2445.832992 = -155882.140305
  nChanged 29
		SP:Iteration 10Q (181258.090000 sec): 3 clusters
  Score: Raw -158344.922055 + Penalty 2445.832992 = -155899.089063
  nChanged 20
		SP:Iteration 11Q (181258.250000 sec): 3 clusters
  Score: Raw -158361.461231 + Penalty 2445.832992 = -155915.628239
  nChanged 19
		SP:Iteration 12Q (181258.420000 sec): 3 clusters
  Score: Raw -158376.930843 + Penalty 2445.832992 = -155931.097851
  nChanged 21
		SP:Iteration 13Q (181258.580000 sec): 3 clusters
  Score: Raw -158390.549916 + Penalty 2445.832992 = -155944.716924
  nChanged 12
		SP:Iteration 14Q (181258.740000 sec): 3 clusters
  Score: Raw -158399.217035 + Penalty 2445.832992 = -155953.384044
  nChanged 12
		SP:Iteration 15Q (181258.910000 sec): 3 clusters
  Score: Raw -158406.677868 + Penalty 2445.832992 = -155960.844876
  nChanged 10
		SP:Iteration 16Q (181259.080000 sec): 3 clusters
  Score: Raw -158412.264289 + Penalty 2445.832992 = -155966.431297
  nChanged 10
		SP:Iteration 17Q (181259.260000 sec): 3 clusters
  Score: Raw -158417.572748 + Penalty 2445.832992 = -155971.739756
  nChanged 9
		SP:Iteration 18Q (181259.430000 sec): 3 clusters
  Score: Raw -158422.298704 + Penalty 2445.832992 = -155976.465712
  nChanged 8
		SP:Iteration 19Q (181259.610000 sec): 3 clusters
  Score: Raw -158428.739816 + Penalty 2445.832992 = -155982.906824
  nChanged 10
		SP:Iteration 20F (181259.790000 sec): 3 clusters
  Score: Raw -158437.837615 + Penalty 2445.832992 = -155992.004623
  nChanged 11
		SP:Iteration 21Q (181259.960000 sec): 3 clusters
  Score: Raw -158444.484781 + Penalty 2445.832992 = -155998.651790
  nChanged 4
		SP:Iteration 22Q (181260.140000 sec): 3 clusters
  Score: Raw -158446.498709 + Penalty 2445.832992 = -156000.665717
  nChanged 3
		SP:Iteration 23Q (181260.310000 sec): 3 clusters
  Score: Raw -158447.368825 + Penalty 2445.832992 = -156001.535834
  nChanged 2
		SP:Iteration 24Q (181260.490000 sec): 3 clusters
  Score: Raw -158448.134020 + Penalty 2445.832992 = -156002.301028
  nChanged 2
		SP:Iteration 25Q (181260.670000 sec): 3 clusters
  Score: Raw -158448.936265 + Penalty 2445.832992 = -156003.103273
  nChanged 1
		SP:Iteration 26Q (181260.840000 sec): 3 clusters
  Score: Raw -158449.252658 + Penalty 2445.832992 = -156003.419666
  nChanged 1
		SP:Iteration 27Q (181261.020000 sec): 3 clusters
  Score: Raw -158449.395652 + Penalty 2445.832992 = -156003.562660
  nChanged 0
		SP:Iteration 28F (181261.190000 sec): 3 clusters
  Score: Raw -158449.395652 + Penalty 2445.832992 = -156003.562660
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181261.290000 sec): 2 clusters
  Score: Raw -477584.947769 + Penalty 1373.018160 = -476211.929609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181261.470000 sec): 3 clusters
  Score: Raw -475128.823398 + Penalty 2746.036320 = -472382.787078
  nChanged 1906
		SP:Iteration 1F (181261.640000 sec): 3 clusters
  Score: Raw -476124.878521 + Penalty 2746.036320 = -473378.842200
  nChanged 312
		SP:Iteration 2F (181261.820000 sec): 3 clusters
  Score: Raw -476277.620082 + Penalty 2746.036320 = -473531.583762
  nChanged 214
		SP:Iteration 3Q (181261.990000 sec): 3 clusters
  Score: Raw -476367.126671 + Penalty 2746.036320 = -473621.090350
  nChanged 170
		SP:Iteration 4Q (181262.170000 sec): 3 clusters
  Score: Raw -476448.136126 + Penalty 2746.036320 = -473702.099805
  nChanged 167
		SP:Iteration 5Q (181262.350000 sec): 3 clusters
  Score: Raw -476533.705062 + Penalty 2746.036320 = -473787.668741
  nChanged 143
		SP:Iteration 6Q (181262.520000 sec): 3 clusters
  Score: Raw -476594.554751 + Penalty 2746.036320 = -473848.518431
  nChanged 113
		SP:Iteration 7Q (181262.690000 sec): 3 clusters
  Score: Raw -476646.891345 + Penalty 2746.036320 = -473900.855025
  nChanged 114
		SP:Iteration 8Q (181262.870000 sec): 3 clusters
  Score: Raw -476694.026945 + Penalty 2746.036320 = -473947.990625
  nChanged 92
		SP:Iteration 9Q (181263.050000 sec): 3 clusters
  Score: Raw -476735.948167 + Penalty 2746.036320 = -473989.911847
  nChanged 90
		SP:Iteration 10Q (181263.220000 sec): 3 clusters
  Score: Raw -476779.026271 + Penalty 2746.036320 = -474032.989951
  nChanged 108
		SP:Iteration 11Q (181263.420000 sec): 3 clusters
  Score: Raw -476821.781221 + Penalty 2746.036320 = -474075.744900
  nChanged 98
		SP:Iteration 12Q (181263.620000 sec): 3 clusters
  Score: Raw -476864.904208 + Penalty 2746.036320 = -474118.867887
  nChanged 99
		SP:Iteration 13Q (181263.790000 sec): 3 clusters
  Score: Raw -476908.615428 + Penalty 2746.036320 = -474162.579108
  nChanged 108
		SP:Iteration 14Q (181263.990000 sec): 3 clusters
  Score: Raw -476966.042171 + Penalty 2746.036320 = -474220.005850
  nChanged 103
		SP:Iteration 15Q (181264.150000 sec): 3 clusters
  Score: Raw -477015.783471 + Penalty 2746.036320 = -474269.747150
  nChanged 98
		SP:Iteration 16Q (181264.320000 sec): 3 clusters
  Score: Raw -477055.438408 + Penalty 2746.036320 = -474309.402087
  nChanged 75
		SP:Iteration 17Q (181264.500000 sec): 3 clusters
  Score: Raw -477082.229937 + Penalty 2746.036320 = -474336.193616
  nChanged 60
		SP:Iteration 18Q (181264.670000 sec): 3 clusters
  Score: Raw -477100.690065 + Penalty 2746.036320 = -474354.653745
  nChanged 53
		SP:Iteration 19Q (181264.890000 sec): 3 clusters
  Score: Raw -477119.357465 + Penalty 2746.036320 = -474373.321145
  nChanged 42
		SP:Iteration 20F (181265.070000 sec): 3 clusters
  Score: Raw -477133.925230 + Penalty 2746.036320 = -474387.888909
  nChanged 41
		SP:Iteration 21Q (181265.250000 sec): 3 clusters
  Score: Raw -477144.668180 + Penalty 2746.036320 = -474398.631860
  nChanged 34
		SP:Iteration 22Q (181265.420000 sec): 3 clusters
  Score: Raw -477153.504598 + Penalty 2746.036320 = -474407.468277
  nChanged 25
		SP:Iteration 23Q (181265.500000 sec): 3 clusters
  Score: Raw -477161.127719 + Penalty 2746.036320 = -474415.091399
  nChanged 29
		SP:Iteration 24Q (181265.590000 sec): 3 clusters
  Score: Raw -477171.462994 + Penalty 2746.036320 = -474425.426673
  nChanged 34
		SP:Iteration 25Q (181265.670000 sec): 3 clusters
  Score: Raw -477182.142640 + Penalty 2746.036320 = -474436.106320
  nChanged 41
		SP:Iteration 26Q (181265.750000 sec): 3 clusters
  Score: Raw -477195.526261 + Penalty 2746.036320 = -474449.489941
  nChanged 34
		SP:Iteration 27Q (181265.840000 sec): 3 clusters
  Score: Raw -477207.083504 + Penalty 2746.036320 = -474461.047183
  nChanged 29
		SP:Iteration 28Q (181266.000000 sec): 3 clusters
  Score: Raw -477216.003770 + Penalty 2746.036320 = -474469.967449
  nChanged 34
		SP:Iteration 29Q (181266.180000 sec): 3 clusters
  Score: Raw -477227.488838 + Penalty 2746.036320 = -474481.452517
  nChanged 43
		SP:Iteration 30Q (181266.350000 sec): 3 clusters
  Score: Raw -477241.157736 + Penalty 2746.036320 = -474495.121416
  nChanged 32
		SP:Iteration 31Q (181266.530000 sec): 3 clusters
  Score: Raw -477251.584638 + Penalty 2746.036320 = -474505.548318
  nChanged 29
		SP:Iteration 32Q (181266.710000 sec): 3 clusters
  Score: Raw -477260.726607 + Penalty 2746.036320 = -474514.690287
  nChanged 29
		SP:Iteration 33Q (181266.880000 sec): 3 clusters
  Score: Raw -477268.952103 + Penalty 2746.036320 = -474522.915782
  nChanged 26
		SP:Iteration 34Q (181267.060000 sec): 3 clusters
  Score: Raw -477276.099587 + Penalty 2746.036320 = -474530.063267
  nChanged 20
		SP:Iteration 35Q (181267.230000 sec): 3 clusters
  Score: Raw -477282.046119 + Penalty 2746.036320 = -474536.009799
  nChanged 24
		SP:Iteration 36Q (181267.410000 sec): 3 clusters
  Score: Raw -477287.848202 + Penalty 2746.036320 = -474541.811881
  nChanged 26
		SP:Iteration 37Q (181267.590000 sec): 3 clusters
  Score: Raw -477295.034194 + Penalty 2746.036320 = -474548.997873
  nChanged 28
		SP:Iteration 38Q (181267.760000 sec): 3 clusters
  Score: Raw -477303.628220 + Penalty 2746.036320 = -474557.591899
  nChanged 36
		SP:Iteration 39Q (181267.870000 sec): 3 clusters
  Score: Raw -477314.382855 + Penalty 2746.036320 = -474568.346534
  nChanged 34
		SP:Iteration 40F (181267.950000 sec): 3 clusters
  Score: Raw -477324.246453 + Penalty 2746.036320 = -474578.210133
  nChanged 28
		SP:Iteration 41Q (181268.040000 sec): 3 clusters
  Score: Raw -477333.766303 + Penalty 2746.036320 = -474587.729982
  nChanged 31
		SP:Iteration 42Q (181268.120000 sec): 3 clusters
  Score: Raw -477345.835668 + Penalty 2746.036320 = -474599.799347
  nChanged 38
		SP:Iteration 43Q (181268.210000 sec): 3 clusters
  Score: Raw -477361.044991 + Penalty 2746.036320 = -474615.008670
  nChanged 29
		SP:Iteration 44Q (181268.290000 sec): 3 clusters
  Score: Raw -477368.662337 + Penalty 2746.036320 = -474622.626017
  nChanged 22
		SP:Iteration 45Q (181268.370000 sec): 3 clusters
  Score: Raw -477374.024836 + Penalty 2746.036320 = -474627.988515
  nChanged 12
		SP:Iteration 46Q (181268.460000 sec): 3 clusters
  Score: Raw -477377.278467 + Penalty 2746.036320 = -474631.242147
  nChanged 16
		SP:Iteration 47Q (181268.540000 sec): 3 clusters
  Score: Raw -477380.516110 + Penalty 2746.036320 = -474634.479790
  nChanged 14
		SP:Iteration 48Q (181268.630000 sec): 3 clusters
  Score: Raw -477383.647763 + Penalty 2746.036320 = -474637.611443
  nChanged 12
		SP:Iteration 49Q (181268.740000 sec): 3 clusters
  Score: Raw -477385.873602 + Penalty 2746.036320 = -474639.837282
  nChanged 10
		SP:Iteration 50Q (181268.920000 sec): 3 clusters
  Score: Raw -477388.020988 + Penalty 2746.036320 = -474641.984667
  nChanged 7
		SP:Iteration 51Q (181269.090000 sec): 3 clusters
  Score: Raw -477389.212426 + Penalty 2746.036320 = -474643.176106
  nChanged 5
		SP:Iteration 52Q (181269.270000 sec): 3 clusters
  Score: Raw -477390.348641 + Penalty 2746.036320 = -474644.312320
  nChanged 10
		SP:Iteration 53Q (181269.450000 sec): 3 clusters
  Score: Raw -477393.492695 + Penalty 2746.036320 = -474647.456374
  nChanged 12
		SP:Iteration 54Q (181269.620000 sec): 3 clusters
  Score: Raw -477397.797898 + Penalty 2746.036320 = -474651.761578
  nChanged 8
		SP:Iteration 55Q (181269.800000 sec): 3 clusters
  Score: Raw -477399.825678 + Penalty 2746.036320 = -474653.789358
  nChanged 5
		SP:Iteration 56Q (181269.970000 sec): 3 clusters
  Score: Raw -477400.717533 + Penalty 2746.036320 = -474654.681213
  nChanged 2
		SP:Iteration 57Q (181270.150000 sec): 3 clusters
  Score: Raw -477401.356162 + Penalty 2746.036320 = -474655.319842
  nChanged 4
		SP:Iteration 58Q (181270.320000 sec): 3 clusters
  Score: Raw -477402.231915 + Penalty 2746.036320 = -474656.195594
  nChanged 6
		SP:Iteration 59Q (181270.500000 sec): 3 clusters
  Score: Raw -477403.720599 + Penalty 2746.036320 = -474657.684279
  nChanged 2
		SP:Iteration 60F (181270.670000 sec): 3 clusters
  Score: Raw -477404.142493 + Penalty 2746.036320 = -474658.106173
  nChanged 3
		SP:Iteration 61Q (181270.850000 sec): 3 clusters
  Score: Raw -477404.470978 + Penalty 2746.036320 = -474658.434658
  nChanged 3
		SP:Iteration 62Q (181271.020000 sec): 3 clusters
  Score: Raw -477404.908810 + Penalty 2746.036320 = -474658.872489
  nChanged 1
		SP:Iteration 63Q (181271.200000 sec): 3 clusters
  Score: Raw -477405.190960 + Penalty 2746.036320 = -474659.154639
  nChanged 3
		SP:Iteration 64Q (181271.370000 sec): 3 clusters
  Score: Raw -477405.767294 + Penalty 2746.036320 = -474659.730974
  nChanged 5
		SP:Iteration 65Q (181271.550000 sec): 3 clusters
  Score: Raw -477406.632118 + Penalty 2746.036320 = -474660.595798
  nChanged 5
		SP:Iteration 66Q (181271.770000 sec): 3 clusters
  Score: Raw -477407.440478 + Penalty 2746.036320 = -474661.404158
  nChanged 4
		SP:Iteration 67Q (181271.910000 sec): 3 clusters
  Score: Raw -477407.921866 + Penalty 2746.036320 = -474661.885546
  nChanged 1
		SP:Iteration 68Q (181272.140000 sec): 3 clusters
  Score: Raw -477407.996976 + Penalty 2746.036320 = -474661.960655
  nChanged 0
		SP:Iteration 69F (181272.290000 sec): 3 clusters
  Score: Raw -477407.996976 + Penalty 2746.036320 = -474661.960655
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (4810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181272.390000 sec): 2 clusters
  Score: Raw -346156.437134 + Penalty 1377.748509 = -344778.688625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181272.610000 sec): 3 clusters
  Score: Raw -343667.481575 + Penalty 2755.497018 = -340911.984557
  nChanged 1933
		SP:Iteration 1F (181272.830000 sec): 3 clusters
  Score: Raw -344988.237003 + Penalty 2755.497018 = -342232.739985
  nChanged 510
		SP:Iteration 2F (181272.970000 sec): 3 clusters
  Score: Raw -345457.130656 + Penalty 2755.497018 = -342701.633638
  nChanged 403
		SP:Iteration 3F (181273.190000 sec): 3 clusters
  Score: Raw -345778.360146 + Penalty 2755.497018 = -343022.863128
  nChanged 309
		SP:Iteration 4F (181273.360000 sec): 3 clusters
  Score: Raw -346001.087221 + Penalty 2755.497018 = -343245.590203
  nChanged 229
		SP:Iteration 5Q (181273.540000 sec): 3 clusters
  Score: Raw -346163.030584 + Penalty 2755.497018 = -343407.533566
  nChanged 191
		SP:Iteration 6Q (181273.710000 sec): 3 clusters
  Score: Raw -346267.923212 + Penalty 2755.497018 = -343512.426194
  nChanged 140
		SP:Iteration 7Q (181273.890000 sec): 3 clusters
  Score: Raw -346349.462481 + Penalty 2755.497018 = -343593.965463
  nChanged 114
		SP:Iteration 8Q (181274.060000 sec): 3 clusters
  Score: Raw -346407.927667 + Penalty 2755.497018 = -343652.430649
  nChanged 72
		SP:Iteration 9Q (181274.240000 sec): 3 clusters
  Score: Raw -346439.451213 + Penalty 2755.497018 = -343683.954195
  nChanged 60
		SP:Iteration 10Q (181274.410000 sec): 3 clusters
  Score: Raw -346464.466655 + Penalty 2755.497018 = -343708.969637
  nChanged 47
		SP:Iteration 11Q (181274.590000 sec): 3 clusters
  Score: Raw -346478.678905 + Penalty 2755.497018 = -343723.181887
  nChanged 34
		SP:Iteration 12Q (181274.770000 sec): 3 clusters
  Score: Raw -346488.305474 + Penalty 2755.497018 = -343732.808456
  nChanged 27
		SP:Iteration 13Q (181274.940000 sec): 3 clusters
  Score: Raw -346494.807024 + Penalty 2755.497018 = -343739.310006
  nChanged 12
		SP:Iteration 14Q (181275.120000 sec): 3 clusters
  Score: Raw -346498.414699 + Penalty 2755.497018 = -343742.917681
  nChanged 15
		SP:Iteration 15Q (181275.290000 sec): 3 clusters
  Score: Raw -346501.496103 + Penalty 2755.497018 = -343745.999085
  nChanged 7
		SP:Iteration 16Q (181275.450000 sec): 3 clusters
  Score: Raw -346503.075970 + Penalty 2755.497018 = -343747.578952
  nChanged 11
		SP:Iteration 17Q (181275.610000 sec): 3 clusters
  Score: Raw -346506.045040 + Penalty 2755.497018 = -343750.548022
  nChanged 9
		SP:Iteration 18Q (181275.770000 sec): 3 clusters
  Score: Raw -346508.546454 + Penalty 2755.497018 = -343753.049436
  nChanged 7
		SP:Iteration 19Q (181275.930000 sec): 3 clusters
  Score: Raw -346509.737567 + Penalty 2755.497018 = -343754.240549
  nChanged 4
		SP:Iteration 20F (181276.090000 sec): 3 clusters
  Score: Raw -346510.847343 + Penalty 2755.497018 = -343755.350325
  nChanged 5
		SP:Iteration 21Q (181276.250000 sec): 3 clusters
  Score: Raw -346511.689664 + Penalty 2755.497018 = -343756.192646
  nChanged 3
		SP:Iteration 22Q (181276.410000 sec): 3 clusters
  Score: Raw -346512.052776 + Penalty 2755.497018 = -343756.555758
  nChanged 2
		SP:Iteration 23Q (181276.570000 sec): 3 clusters
  Score: Raw -346512.268333 + Penalty 2755.497018 = -343756.771315
  nChanged 4
		SP:Iteration 24Q (181276.730000 sec): 3 clusters
  Score: Raw -346512.658115 + Penalty 2755.497018 = -343757.161097
  nChanged 1
		SP:Iteration 25Q (181276.890000 sec): 3 clusters
  Score: Raw -346512.795773 + Penalty 2755.497018 = -343757.298755
  nChanged 0
		SP:Iteration 26F (181277.070000 sec): 3 clusters
  Score: Raw -346512.795773 + Penalty 2755.497018 = -343757.298755
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (4439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181277.160000 sec): 2 clusters
  Score: Raw -306129.355629 + Penalty 1364.704966 = -304764.650663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181277.330000 sec): 3 clusters
  Score: Raw -303845.102373 + Penalty 2729.409932 = -301115.692441
  nChanged 1794
		SP:Iteration 1F (181277.510000 sec): 3 clusters
  Score: Raw -305111.824760 + Penalty 2729.409932 = -302382.414828
  nChanged 470
		SP:Iteration 2F (181277.730000 sec): 3 clusters
  Score: Raw -305683.716369 + Penalty 2729.409932 = -302954.306438
  nChanged 385
		SP:Iteration 3F (181277.900000 sec): 3 clusters
  Score: Raw -306059.908955 + Penalty 2729.409932 = -303330.499024
  nChanged 289
		SP:Iteration 4F (181278.080000 sec): 3 clusters
  Score: Raw -306276.626556 + Penalty 2729.409932 = -303547.216624
  nChanged 200
		SP:Iteration 5Q (181278.250000 sec): 3 clusters
  Score: Raw -306409.863718 + Penalty 2729.409932 = -303680.453786
  nChanged 152
		SP:Iteration 6Q (181278.430000 sec): 3 clusters
  Score: Raw -306487.549575 + Penalty 2729.409932 = -303758.139644
  nChanged 111
		SP:Iteration 7Q (181278.610000 sec): 3 clusters
  Score: Raw -306536.712105 + Penalty 2729.409932 = -303807.302173
  nChanged 86
		SP:Iteration 8Q (181278.780000 sec): 3 clusters
  Score: Raw -306577.667806 + Penalty 2729.409932 = -303848.257875
  nChanged 76
		SP:Iteration 9Q (181278.960000 sec): 3 clusters
  Score: Raw -306608.268033 + Penalty 2729.409932 = -303878.858102
  nChanged 45
		SP:Iteration 10Q (181279.130000 sec): 3 clusters
  Score: Raw -306625.441020 + Penalty 2729.409932 = -303896.031089
  nChanged 40
		SP:Iteration 11Q (181279.310000 sec): 3 clusters
  Score: Raw -306639.784986 + Penalty 2729.409932 = -303910.375054
  nChanged 38
		SP:Iteration 12Q (181279.490000 sec): 3 clusters
  Score: Raw -306652.392202 + Penalty 2729.409932 = -303922.982271
  nChanged 28
		SP:Iteration 13Q (181279.660000 sec): 3 clusters
  Score: Raw -306660.359078 + Penalty 2729.409932 = -303930.949147
  nChanged 22
		SP:Iteration 14Q (181279.840000 sec): 3 clusters
  Score: Raw -306669.551074 + Penalty 2729.409932 = -303940.141143
  nChanged 26
		SP:Iteration 15Q (181280.010000 sec): 3 clusters
  Score: Raw -306677.952589 + Penalty 2729.409932 = -303948.542657
  nChanged 27
		SP:Iteration 16Q (181280.190000 sec): 3 clusters
  Score: Raw -306688.257044 + Penalty 2729.409932 = -303958.847112
  nChanged 24
		SP:Iteration 17Q (181280.370000 sec): 3 clusters
  Score: Raw -306694.626105 + Penalty 2729.409932 = -303965.216174
  nChanged 19
		SP:Iteration 18Q (181280.540000 sec): 3 clusters
  Score: Raw -306698.883670 + Penalty 2729.409932 = -303969.473739
  nChanged 9
		SP:Iteration 19Q (181280.720000 sec): 3 clusters
  Score: Raw -306701.169640 + Penalty 2729.409932 = -303971.759708
  nChanged 11
		SP:Iteration 20F (181280.890000 sec): 3 clusters
  Score: Raw -306703.226294 + Penalty 2729.409932 = -303973.816363
  nChanged 3
		SP:Iteration 21Q (181281.070000 sec): 3 clusters
  Score: Raw -306703.657946 + Penalty 2729.409932 = -303974.248015
  nChanged 2
		SP:Iteration 22Q (181281.250000 sec): 3 clusters
  Score: Raw -306704.064249 + Penalty 2729.409932 = -303974.654317
  nChanged 1
		SP:Iteration 23Q (181281.420000 sec): 3 clusters
  Score: Raw -306704.771650 + Penalty 2729.409932 = -303975.361718
  nChanged 5
		SP:Iteration 24Q (181281.600000 sec): 3 clusters
  Score: Raw -306705.466025 + Penalty 2729.409932 = -303976.056094
  nChanged 3
		SP:Iteration 25Q (181281.770000 sec): 3 clusters
  Score: Raw -306706.185246 + Penalty 2729.409932 = -303976.775315
  nChanged 1
		SP:Iteration 26Q (181281.950000 sec): 3 clusters
  Score: Raw -306706.409456 + Penalty 2729.409932 = -303976.999524
  nChanged 1
		SP:Iteration 27Q (181282.130000 sec): 3 clusters
  Score: Raw -306706.937485 + Penalty 2729.409932 = -303977.527553
  nChanged 1
		SP:Iteration 28Q (181282.300000 sec): 3 clusters
  Score: Raw -306707.507536 + Penalty 2729.409932 = -303978.097604
  nChanged 3
		SP:Iteration 29Q (181282.480000 sec): 3 clusters
  Score: Raw -306707.864606 + Penalty 2729.409932 = -303978.454674
  nChanged 1
		SP:Iteration 30Q (181282.650000 sec): 3 clusters
  Score: Raw -306708.114181 + Penalty 2729.409932 = -303978.704250
  nChanged 2
		SP:Iteration 31Q (181282.830000 sec): 3 clusters
  Score: Raw -306708.408627 + Penalty 2729.409932 = -303978.998695
  nChanged 1
		SP:Iteration 32Q (181283.000000 sec): 3 clusters
  Score: Raw -306708.460457 + Penalty 2729.409932 = -303979.050525
  nChanged 0
		SP:Iteration 33F (181283.180000 sec): 3 clusters
  Score: Raw -306708.460457 + Penalty 2729.409932 = -303979.050525
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (2466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181283.250000 sec): 2 clusters
  Score: Raw -207218.874132 + Penalty 1269.182311 = -205949.691821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181283.430000 sec): 3 clusters
  Score: Raw -206110.417425 + Penalty 2538.364622 = -203572.052803
  nChanged 904
		SP:Iteration 1F (181283.610000 sec): 3 clusters
  Score: Raw -206754.511482 + Penalty 2538.364622 = -204216.146860
  nChanged 228
		SP:Iteration 2F (181283.780000 sec): 3 clusters
  Score: Raw -206941.392355 + Penalty 2538.364622 = -204403.027733
  nChanged 148
		SP:Iteration 3F (181283.960000 sec): 3 clusters
  Score: Raw -207066.133521 + Penalty 2538.364622 = -204527.768898
  nChanged 125
		SP:Iteration 4F (181284.130000 sec): 3 clusters
  Score: Raw -207171.901175 + Penalty 2538.364622 = -204633.536553
  nChanged 101
		SP:Iteration 5Q (181284.310000 sec): 3 clusters
  Score: Raw -207251.307368 + Penalty 2538.364622 = -204712.942746
  nChanged 81
		SP:Iteration 6Q (181284.490000 sec): 3 clusters
  Score: Raw -207326.137619 + Penalty 2538.364622 = -204787.772996
  nChanged 78
		SP:Iteration 7Q (181284.660000 sec): 3 clusters
  Score: Raw -207391.778882 + Penalty 2538.364622 = -204853.414259
  nChanged 62
		SP:Iteration 8Q (181284.840000 sec): 3 clusters
  Score: Raw -207430.990213 + Penalty 2538.364622 = -204892.625590
  nChanged 39
		SP:Iteration 9Q (181285.010000 sec): 3 clusters
  Score: Raw -207454.706096 + Penalty 2538.364622 = -204916.341474
  nChanged 30
		SP:Iteration 10Q (181285.190000 sec): 3 clusters
  Score: Raw -207471.805118 + Penalty 2538.364622 = -204933.440496
  nChanged 21
		SP:Iteration 11Q (181285.370000 sec): 3 clusters
  Score: Raw -207483.097561 + Penalty 2538.364622 = -204944.732939
  nChanged 13
		SP:Iteration 12Q (181285.540000 sec): 3 clusters
  Score: Raw -207488.990694 + Penalty 2538.364622 = -204950.626072
  nChanged 10
		SP:Iteration 13Q (181285.710000 sec): 3 clusters
  Score: Raw -207492.702713 + Penalty 2538.364622 = -204954.338091
  nChanged 8
		SP:Iteration 14Q (181285.890000 sec): 3 clusters
  Score: Raw -207495.612728 + Penalty 2538.364622 = -204957.248105
  nChanged 5
		SP:Iteration 15Q (181286.050000 sec): 3 clusters
  Score: Raw -207497.278546 + Penalty 2538.364622 = -204958.913924
  nChanged 3
		SP:Iteration 16Q (181286.200000 sec): 3 clusters
  Score: Raw -207498.758706 + Penalty 2538.364622 = -204960.394083
  nChanged 3
		SP:Iteration 17Q (181286.370000 sec): 3 clusters
  Score: Raw -207499.627640 + Penalty 2538.364622 = -204961.263018
  nChanged 1
		SP:Iteration 18Q (181286.550000 sec): 3 clusters
  Score: Raw -207499.881596 + Penalty 2538.364622 = -204961.516974
  nChanged 2
		SP:Iteration 19Q (181286.730000 sec): 3 clusters
  Score: Raw -207500.956706 + Penalty 2538.364622 = -204962.592083
  nChanged 3
		SP:Iteration 20F (181286.900000 sec): 3 clusters
  Score: Raw -207502.062362 + Penalty 2538.364622 = -204963.697740
  nChanged 1
		SP:Iteration 21Q (181287.080000 sec): 3 clusters
  Score: Raw -207502.925688 + Penalty 2538.364622 = -204964.561065
  nChanged 2
		SP:Iteration 22Q (181287.250000 sec): 3 clusters
  Score: Raw -207503.698516 + Penalty 2538.364622 = -204965.333894
  nChanged 1
		SP:Iteration 23Q (181287.430000 sec): 3 clusters
  Score: Raw -207504.001556 + Penalty 2538.364622 = -204965.636934
  nChanged 1
		SP:Iteration 24Q (181287.500000 sec): 3 clusters
  Score: Raw -207504.439524 + Penalty 2538.364622 = -204966.074902
  nChanged 2
		SP:Iteration 25Q (181287.550000 sec): 3 clusters
  Score: Raw -207505.074655 + Penalty 2538.364622 = -204966.710033
  nChanged 0
		SP:Iteration 26F (181287.590000 sec): 3 clusters
  Score: Raw -207505.074655 + Penalty 2538.364622 = -204966.710033
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (2802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181287.660000 sec): 2 clusters
  Score: Raw -214581.937461 + Penalty 1289.939418 = -213291.998043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181287.710000 sec): 3 clusters
  Score: Raw -213290.430279 + Penalty 2579.878836 = -210710.551443
  nChanged 1061
		SP:Iteration 1F (181287.770000 sec): 3 clusters
  Score: Raw -213991.482906 + Penalty 2579.878836 = -211411.604070
  nChanged 222
		SP:Iteration 2F (181287.820000 sec): 3 clusters
  Score: Raw -214134.900722 + Penalty 2579.878836 = -211555.021886
  nChanged 139
		SP:Iteration 3Q (181287.880000 sec): 3 clusters
  Score: Raw -214225.618582 + Penalty 2579.878836 = -211645.739746
  nChanged 105
		SP:Iteration 4Q (181287.930000 sec): 3 clusters
  Score: Raw -214292.427720 + Penalty 2579.878836 = -211712.548884
  nChanged 86
		SP:Iteration 5Q (181287.990000 sec): 3 clusters
  Score: Raw -214347.269857 + Penalty 2579.878836 = -211767.391020
  nChanged 72
		SP:Iteration 6Q (181288.040000 sec): 3 clusters
  Score: Raw -214390.370558 + Penalty 2579.878836 = -211810.491722
  nChanged 72
		SP:Iteration 7Q (181288.090000 sec): 3 clusters
  Score: Raw -214441.015047 + Penalty 2579.878836 = -211861.136211
  nChanged 74
		SP:Iteration 8Q (181288.140000 sec): 3 clusters
  Score: Raw -214489.016402 + Penalty 2579.878836 = -211909.137566
  nChanged 63
		SP:Iteration 9Q (181288.190000 sec): 3 clusters
  Score: Raw -214526.727564 + Penalty 2579.878836 = -211946.848728
  nChanged 57
		SP:Iteration 10Q (181288.240000 sec): 3 clusters
  Score: Raw -214562.241796 + Penalty 2579.878836 = -211982.362960
  nChanged 46
		SP:Iteration 11Q (181288.290000 sec): 3 clusters
  Score: Raw -214586.190916 + Penalty 2579.878836 = -212006.312079
  nChanged 49
		SP:Iteration 12Q (181288.350000 sec): 3 clusters
  Score: Raw -214612.559660 + Penalty 2579.878836 = -212032.680824
  nChanged 43
		SP:Iteration 13Q (181288.400000 sec): 3 clusters
  Score: Raw -214633.276131 + Penalty 2579.878836 = -212053.397295
  nChanged 33
		SP:Iteration 14Q (181288.450000 sec): 3 clusters
  Score: Raw -214645.415849 + Penalty 2579.878836 = -212065.537012
  nChanged 22
		SP:Iteration 15Q (181288.500000 sec): 3 clusters
  Score: Raw -214654.729420 + Penalty 2579.878836 = -212074.850584
  nChanged 20
		SP:Iteration 16Q (181288.550000 sec): 3 clusters
  Score: Raw -214662.565845 + Penalty 2579.878836 = -212082.687009
  nChanged 18
		SP:Iteration 17Q (181288.610000 sec): 3 clusters
  Score: Raw -214670.516930 + Penalty 2579.878836 = -212090.638094
  nChanged 20
		SP:Iteration 18Q (181288.660000 sec): 3 clusters
  Score: Raw -214677.557347 + Penalty 2579.878836 = -212097.678511
  nChanged 14
		SP:Iteration 19Q (181288.710000 sec): 3 clusters
  Score: Raw -214683.486266 + Penalty 2579.878836 = -212103.607429
  nChanged 13
		SP:Iteration 20F (181288.760000 sec): 3 clusters
  Score: Raw -214688.169291 + Penalty 2579.878836 = -212108.290455
  nChanged 8
		SP:Iteration 21Q (181288.810000 sec): 3 clusters
  Score: Raw -214691.664603 + Penalty 2579.878836 = -212111.785767
  nChanged 11
		SP:Iteration 22Q (181288.870000 sec): 3 clusters
  Score: Raw -214695.630866 + Penalty 2579.878836 = -212115.752030
  nChanged 8
		SP:Iteration 23Q (181288.920000 sec): 3 clusters
  Score: Raw -214699.253835 + Penalty 2579.878836 = -212119.374999
  nChanged 6
		SP:Iteration 24Q (181288.970000 sec): 3 clusters
  Score: Raw -214700.494976 + Penalty 2579.878836 = -212120.616140
  nChanged 1
		SP:Iteration 25Q (181289.020000 sec): 3 clusters
  Score: Raw -214700.736119 + Penalty 2579.878836 = -212120.857283
  nChanged 2
		SP:Iteration 26Q (181289.070000 sec): 3 clusters
  Score: Raw -214701.678776 + Penalty 2579.878836 = -212121.799940
  nChanged 2
		SP:Iteration 27Q (181289.160000 sec): 3 clusters
  Score: Raw -214702.208729 + Penalty 2579.878836 = -212122.329893
  nChanged 2
		SP:Iteration 28Q (181289.340000 sec): 3 clusters
  Score: Raw -214703.016203 + Penalty 2579.878836 = -212123.137366
  nChanged 2
		SP:Iteration 29Q (181289.510000 sec): 3 clusters
  Score: Raw -214703.557088 + Penalty 2579.878836 = -212123.678251
  nChanged 1
		SP:Iteration 30Q (181289.690000 sec): 3 clusters
  Score: Raw -214703.706566 + Penalty 2579.878836 = -212123.827729
  nChanged 1
		SP:Iteration 31Q (181289.860000 sec): 3 clusters
  Score: Raw -214704.140211 + Penalty 2579.878836 = -212124.261375
  nChanged 2
		SP:Iteration 32Q (181290.040000 sec): 3 clusters
  Score: Raw -214704.528255 + Penalty 2579.878836 = -212124.649419
  nChanged 1
		SP:Iteration 33Q (181290.220000 sec): 3 clusters
  Score: Raw -214704.906747 + Penalty 2579.878836 = -212125.027911
  nChanged 2
		SP:Iteration 34Q (181290.390000 sec): 3 clusters
  Score: Raw -214705.227064 + Penalty 2579.878836 = -212125.348228
  nChanged 2
		SP:Iteration 35Q (181290.570000 sec): 3 clusters
  Score: Raw -214705.876597 + Penalty 2579.878836 = -212125.997761
  nChanged 3
		SP:Iteration 36Q (181290.740000 sec): 3 clusters
  Score: Raw -214706.926920 + Penalty 2579.878836 = -212127.048084
  nChanged 3
		SP:Iteration 37Q (181290.920000 sec): 3 clusters
  Score: Raw -214707.406602 + Penalty 2579.878836 = -212127.527766
  nChanged 0
		SP:Iteration 38F (181291.140000 sec): 3 clusters
  Score: Raw -214707.406602 + Penalty 2579.878836 = -212127.527766
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (5062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181291.220000 sec): 2 clusters
  Score: Raw -415913.237625 + Penalty 1386.046503 = -414527.191122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181291.440000 sec): 3 clusters
  Score: Raw -413294.068463 + Penalty 2772.093006 = -410521.975457
  nChanged 2067
		SP:Iteration 1F (181291.660000 sec): 3 clusters
  Score: Raw -414495.595570 + Penalty 2772.093006 = -411723.502564
  nChanged 439
		SP:Iteration 2F (181291.840000 sec): 3 clusters
  Score: Raw -414772.817877 + Penalty 2772.093006 = -412000.724871
  nChanged 325
		SP:Iteration 3F (181291.970000 sec): 3 clusters
  Score: Raw -415012.908574 + Penalty 2772.093006 = -412240.815568
  nChanged 314
		SP:Iteration 4F (181292.160000 sec): 3 clusters
  Score: Raw -415244.176880 + Penalty 2772.093006 = -412472.083874
  nChanged 280
		SP:Iteration 5F (181292.340000 sec): 3 clusters
  Score: Raw -415460.513645 + Penalty 2772.093006 = -412688.420639
  nChanged 238
		SP:Iteration 6Q (181292.510000 sec): 3 clusters
  Score: Raw -415632.749428 + Penalty 2772.093006 = -412860.656422
  nChanged 217
		SP:Iteration 7Q (181292.690000 sec): 3 clusters
  Score: Raw -415753.448116 + Penalty 2772.093006 = -412981.355111
  nChanged 169
		SP:Iteration 8Q (181292.780000 sec): 3 clusters
  Score: Raw -415840.457661 + Penalty 2772.093006 = -413068.364655
  nChanged 128
		SP:Iteration 9Q (181292.870000 sec): 3 clusters
  Score: Raw -415907.367773 + Penalty 2772.093006 = -413135.274767
  nChanged 102
		SP:Iteration 10Q (181292.960000 sec): 3 clusters
  Score: Raw -415959.292343 + Penalty 2772.093006 = -413187.199337
  nChanged 79
		SP:Iteration 11Q (181293.060000 sec): 3 clusters
  Score: Raw -415986.783686 + Penalty 2772.093006 = -413214.690680
  nChanged 60
		SP:Iteration 12Q (181293.150000 sec): 3 clusters
  Score: Raw -416008.767021 + Penalty 2772.093006 = -413236.674015
  nChanged 58
		SP:Iteration 13Q (181293.250000 sec): 3 clusters
  Score: Raw -416028.286927 + Penalty 2772.093006 = -413256.193921
  nChanged 54
		SP:Iteration 14Q (181293.340000 sec): 3 clusters
  Score: Raw -416046.498501 + Penalty 2772.093006 = -413274.405495
  nChanged 45
		SP:Iteration 15Q (181293.430000 sec): 3 clusters
  Score: Raw -416062.695085 + Penalty 2772.093006 = -413290.602079
  nChanged 44
		SP:Iteration 16Q (181293.530000 sec): 3 clusters
  Score: Raw -416082.907711 + Penalty 2772.093006 = -413310.814705
  nChanged 60
		SP:Iteration 17Q (181293.620000 sec): 3 clusters
  Score: Raw -416109.386753 + Penalty 2772.093006 = -413337.293747
  nChanged 55
		SP:Iteration 18Q (181293.720000 sec): 3 clusters
  Score: Raw -416136.754269 + Penalty 2772.093006 = -413364.661263
  nChanged 60
		SP:Iteration 19Q (181293.810000 sec): 3 clusters
  Score: Raw -416159.583222 + Penalty 2772.093006 = -413387.490216
  nChanged 51
		SP:Iteration 20F (181293.910000 sec): 3 clusters
  Score: Raw -416178.423878 + Penalty 2772.093006 = -413406.330873
  nChanged 56
		SP:Iteration 21Q (181294.000000 sec): 3 clusters
  Score: Raw -416201.550682 + Penalty 2772.093006 = -413429.457676
  nChanged 58
		SP:Iteration 22Q (181294.100000 sec): 3 clusters
  Score: Raw -416227.298414 + Penalty 2772.093006 = -413455.205408
  nChanged 47
		SP:Iteration 23Q (181294.190000 sec): 3 clusters
  Score: Raw -416247.853916 + Penalty 2772.093006 = -413475.760911
  nChanged 44
		SP:Iteration 24Q (181294.280000 sec): 3 clusters
  Score: Raw -416263.436288 + Penalty 2772.093006 = -413491.343282
  nChanged 48
		SP:Iteration 25Q (181294.380000 sec): 3 clusters
  Score: Raw -416282.246526 + Penalty 2772.093006 = -413510.153520
  nChanged 32
		SP:Iteration 26Q (181294.470000 sec): 3 clusters
  Score: Raw -416293.925116 + Penalty 2772.093006 = -413521.832110
  nChanged 31
		SP:Iteration 27Q (181294.560000 sec): 3 clusters
  Score: Raw -416303.930002 + Penalty 2772.093006 = -413531.836996
  nChanged 34
		SP:Iteration 28Q (181294.660000 sec): 3 clusters
  Score: Raw -416314.259812 + Penalty 2772.093006 = -413542.166806
  nChanged 29
		SP:Iteration 29Q (181294.750000 sec): 3 clusters
  Score: Raw -416321.071234 + Penalty 2772.093006 = -413548.978228
  nChanged 28
		SP:Iteration 30Q (181294.850000 sec): 3 clusters
  Score: Raw -416328.904272 + Penalty 2772.093006 = -413556.811267
  nChanged 23
		SP:Iteration 31Q (181294.940000 sec): 3 clusters
  Score: Raw -416335.883984 + Penalty 2772.093006 = -413563.790978
  nChanged 16
		SP:Iteration 32Q (181295.140000 sec): 3 clusters
  Score: Raw -416339.542461 + Penalty 2772.093006 = -413567.449455
  nChanged 16
		SP:Iteration 33Q (181295.310000 sec): 3 clusters
  Score: Raw -416344.169814 + Penalty 2772.093006 = -413572.076808
  nChanged 16
		SP:Iteration 34Q (181295.490000 sec): 3 clusters
  Score: Raw -416347.773173 + Penalty 2772.093006 = -413575.680167
  nChanged 17
		SP:Iteration 35Q (181295.670000 sec): 3 clusters
  Score: Raw -416352.334712 + Penalty 2772.093006 = -413580.241706
  nChanged 14
		SP:Iteration 36Q (181295.840000 sec): 3 clusters
  Score: Raw -416355.579027 + Penalty 2772.093006 = -413583.486021
  nChanged 13
		SP:Iteration 37Q (181296.010000 sec): 3 clusters
  Score: Raw -416359.135048 + Penalty 2772.093006 = -413587.042042
  nChanged 15
		SP:Iteration 38Q (181296.190000 sec): 3 clusters
  Score: Raw -416362.190036 + Penalty 2772.093006 = -413590.097030
  nChanged 12
		SP:Iteration 39Q (181296.370000 sec): 3 clusters
  Score: Raw -416364.108291 + Penalty 2772.093006 = -413592.015285
  nChanged 9
		SP:Iteration 40F (181296.540000 sec): 3 clusters
  Score: Raw -416366.074792 + Penalty 2772.093006 = -413593.981786
  nChanged 12
		SP:Iteration 41Q (181296.720000 sec): 3 clusters
  Score: Raw -416369.285952 + Penalty 2772.093006 = -413597.192946
  nChanged 12
		SP:Iteration 42Q (181296.890000 sec): 3 clusters
  Score: Raw -416373.971830 + Penalty 2772.093006 = -413601.878824
  nChanged 15
		SP:Iteration 43Q (181297.070000 sec): 3 clusters
  Score: Raw -416377.460740 + Penalty 2772.093006 = -413605.367735
  nChanged 10
		SP:Iteration 44Q (181297.240000 sec): 3 clusters
  Score: Raw -416380.129984 + Penalty 2772.093006 = -413608.036978
  nChanged 10
		SP:Iteration 45Q (181297.410000 sec): 3 clusters
  Score: Raw -416381.621768 + Penalty 2772.093006 = -413609.528762
  nChanged 6
		SP:Iteration 46Q (181297.590000 sec): 3 clusters
  Score: Raw -416382.950394 + Penalty 2772.093006 = -413610.857388
  nChanged 6
		SP:Iteration 47Q (181297.790000 sec): 3 clusters
  Score: Raw -416384.415815 + Penalty 2772.093006 = -413612.322809
  nChanged 7
		SP:Iteration 48Q (181297.990000 sec): 3 clusters
  Score: Raw -416385.792376 + Penalty 2772.093006 = -413613.699370
  nChanged 8
		SP:Iteration 49Q (181298.160000 sec): 3 clusters
  Score: Raw -416387.457079 + Penalty 2772.093006 = -413615.364073
  nChanged 3
		SP:Iteration 50Q (181298.330000 sec): 3 clusters
  Score: Raw -416388.561120 + Penalty 2772.093006 = -413616.468115
  nChanged 7
		SP:Iteration 51Q (181298.530000 sec): 3 clusters
  Score: Raw -416390.511693 + Penalty 2772.093006 = -413618.418687
  nChanged 6
		SP:Iteration 52Q (181298.730000 sec): 3 clusters
  Score: Raw -416392.731034 + Penalty 2772.093006 = -413620.638029
  nChanged 10
		SP:Iteration 53Q (181298.900000 sec): 3 clusters
  Score: Raw -416395.482024 + Penalty 2772.093006 = -413623.389018
  nChanged 9
		SP:Iteration 54Q (181299.090000 sec): 3 clusters
  Score: Raw -416397.859045 + Penalty 2772.093006 = -413625.766039
  nChanged 10
		SP:Iteration 55Q (181299.250000 sec): 3 clusters
  Score: Raw -416400.900369 + Penalty 2772.093006 = -413628.807363
  nChanged 7
		SP:Iteration 56Q (181299.420000 sec): 3 clusters
  Score: Raw -416402.900543 + Penalty 2772.093006 = -413630.807537
  nChanged 9
		SP:Iteration 57Q (181299.590000 sec): 3 clusters
  Score: Raw -416405.780708 + Penalty 2772.093006 = -413633.687702
  nChanged 8
		SP:Iteration 58Q (181299.770000 sec): 3 clusters
  Score: Raw -416408.640831 + Penalty 2772.093006 = -413636.547825
  nChanged 8
		SP:Iteration 59Q (181299.990000 sec): 3 clusters
  Score: Raw -416411.108341 + Penalty 2772.093006 = -413639.015335
  nChanged 10
		SP:Iteration 60F (181300.110000 sec): 3 clusters
  Score: Raw -416414.599507 + Penalty 2772.093006 = -413642.506501
  nChanged 14
		SP:Iteration 61Q (181300.270000 sec): 3 clusters
  Score: Raw -416418.891622 + Penalty 2772.093006 = -413646.798616
  nChanged 10
		SP:Iteration 62Q (181300.430000 sec): 3 clusters
  Score: Raw -416421.668667 + Penalty 2772.093006 = -413649.575661
  nChanged 8
		SP:Iteration 63Q (181300.590000 sec): 3 clusters
  Score: Raw -416424.262561 + Penalty 2772.093006 = -413652.169555
  nChanged 10
		SP:Iteration 64Q (181300.740000 sec): 3 clusters
  Score: Raw -416427.704949 + Penalty 2772.093006 = -413655.611944
  nChanged 8
		SP:Iteration 65Q (181300.920000 sec): 3 clusters
  Score: Raw -416430.029955 + Penalty 2772.093006 = -413657.936949
  nChanged 8
		SP:Iteration 66Q (181301.100000 sec): 3 clusters
  Score: Raw -416432.128468 + Penalty 2772.093006 = -413660.035462
  nChanged 5
		SP:Iteration 67Q (181301.260000 sec): 3 clusters
  Score: Raw -416433.142807 + Penalty 2772.093006 = -413661.049801
  nChanged 3
		SP:Iteration 68Q (181301.420000 sec): 3 clusters
  Score: Raw -416433.823457 + Penalty 2772.093006 = -413661.730451
  nChanged 2
		SP:Iteration 69Q (181301.580000 sec): 3 clusters
  Score: Raw -416434.295721 + Penalty 2772.093006 = -413662.202715
  nChanged 3
		SP:Iteration 70Q (181301.740000 sec): 3 clusters
  Score: Raw -416435.287141 + Penalty 2772.093006 = -413663.194136
  nChanged 4
		SP:Iteration 71Q (181301.900000 sec): 3 clusters
  Score: Raw -416436.607108 + Penalty 2772.093006 = -413664.514102
  nChanged 7
		SP:Iteration 72Q (181302.060000 sec): 3 clusters
  Score: Raw -416438.848644 + Penalty 2772.093006 = -413666.755638
  nChanged 6
		SP:Iteration 73Q (181302.220000 sec): 3 clusters
  Score: Raw -416440.354130 + Penalty 2772.093006 = -413668.261124
  nChanged 5
		SP:Iteration 74Q (181302.380000 sec): 3 clusters
  Score: Raw -416441.858479 + Penalty 2772.093006 = -413669.765473
  nChanged 5
		SP:Iteration 75Q (181302.540000 sec): 3 clusters
  Score: Raw -416444.491158 + Penalty 2772.093006 = -413672.398152
  nChanged 7
		SP:Iteration 76Q (181302.700000 sec): 3 clusters
  Score: Raw -416446.198198 + Penalty 2772.093006 = -413674.105193
  nChanged 7
		SP:Iteration 77Q (181302.850000 sec): 3 clusters
  Score: Raw -416447.480823 + Penalty 2772.093006 = -413675.387817
  nChanged 9
		SP:Iteration 78Q (181303.010000 sec): 3 clusters
  Score: Raw -416450.109376 + Penalty 2772.093006 = -413678.016370
  nChanged 10
		SP:Iteration 79Q (181303.170000 sec): 3 clusters
  Score: Raw -416452.367078 + Penalty 2772.093006 = -413680.274072
  nChanged 10
		SP:Iteration 80F (181303.330000 sec): 3 clusters
  Score: Raw -416454.488954 + Penalty 2772.093006 = -413682.395948
  nChanged 9
		SP:Iteration 81Q (181303.490000 sec): 3 clusters
  Score: Raw -416456.672875 + Penalty 2772.093006 = -413684.579869
  nChanged 7
		SP:Iteration 82Q (181303.650000 sec): 3 clusters
  Score: Raw -416457.862027 + Penalty 2772.093006 = -413685.769022
  nChanged 2
		SP:Iteration 83Q (181303.810000 sec): 3 clusters
  Score: Raw -416458.283237 + Penalty 2772.093006 = -413686.190231
  nChanged 3
		SP:Iteration 84Q (181303.970000 sec): 3 clusters
  Score: Raw -416459.208186 + Penalty 2772.093006 = -413687.115181
  nChanged 5
		SP:Iteration 85Q (181304.130000 sec): 3 clusters
  Score: Raw -416460.063724 + Penalty 2772.093006 = -413687.970719
  nChanged 1
		SP:Iteration 86Q (181304.290000 sec): 3 clusters
  Score: Raw -416460.402195 + Penalty 2772.093006 = -413688.309189
  nChanged 0
		SP:Iteration 87F (181304.450000 sec): 3 clusters
  Score: Raw -416460.402195 + Penalty 2772.093006 = -413688.309189
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (6841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181304.550000 sec): 2 clusters
  Score: Raw -596671.540654 + Penalty 1434.986995 = -595236.553660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181304.760000 sec): 3 clusters
  Score: Raw -592977.593924 + Penalty 2869.973990 = -590107.619934
  nChanged 2881
		SP:Iteration 1F (181304.950000 sec): 3 clusters
  Score: Raw -594857.512051 + Penalty 2869.973990 = -591987.538061
  nChanged 559
		SP:Iteration 2F (181305.070000 sec): 3 clusters
  Score: Raw -595242.298546 + Penalty 2869.973990 = -592372.324556
  nChanged 421
		SP:Iteration 3F (181305.180000 sec): 3 clusters
  Score: Raw -595538.527113 + Penalty 2869.973990 = -592668.553124
  nChanged 400
		SP:Iteration 4F (181305.290000 sec): 3 clusters
  Score: Raw -595812.289160 + Penalty 2869.973990 = -592942.315170
  nChanged 362
		SP:Iteration 5F (181305.410000 sec): 3 clusters
  Score: Raw -596070.184019 + Penalty 2869.973990 = -593200.210030
  nChanged 290
		SP:Iteration 6Q (181305.520000 sec): 3 clusters
  Score: Raw -596248.482476 + Penalty 2869.973990 = -593378.508486
  nChanged 246
		SP:Iteration 7Q (181305.710000 sec): 3 clusters
  Score: Raw -596401.105583 + Penalty 2869.973990 = -593531.131594
  nChanged 212
		SP:Iteration 8Q (181305.910000 sec): 3 clusters
  Score: Raw -596513.823180 + Penalty 2869.973990 = -593643.849191
  nChanged 170
		SP:Iteration 9Q (181306.120000 sec): 3 clusters
  Score: Raw -596602.001230 + Penalty 2869.973990 = -593732.027241
  nChanged 127
		SP:Iteration 10Q (181306.330000 sec): 3 clusters
  Score: Raw -596658.882554 + Penalty 2869.973990 = -593788.908564
  nChanged 105
		SP:Iteration 11Q (181306.520000 sec): 3 clusters
  Score: Raw -596704.469781 + Penalty 2869.973990 = -593834.495792
  nChanged 91
		SP:Iteration 12Q (181306.640000 sec): 3 clusters
  Score: Raw -596737.896795 + Penalty 2869.973990 = -593867.922806
  nChanged 70
		SP:Iteration 13Q (181306.750000 sec): 3 clusters
  Score: Raw -596758.265506 + Penalty 2869.973990 = -593888.291516
  nChanged 48
		SP:Iteration 14Q (181306.870000 sec): 3 clusters
  Score: Raw -596770.832270 + Penalty 2869.973990 = -593900.858281
  nChanged 40
		SP:Iteration 15Q (181307.040000 sec): 3 clusters
  Score: Raw -596780.460653 + Penalty 2869.973990 = -593910.486664
  nChanged 33
		SP:Iteration 16Q (181307.220000 sec): 3 clusters
  Score: Raw -596790.353050 + Penalty 2869.973990 = -593920.379060
  nChanged 41
		SP:Iteration 17Q (181307.420000 sec): 3 clusters
  Score: Raw -596804.212147 + Penalty 2869.973990 = -593934.238157
  nChanged 51
		SP:Iteration 18Q (181307.630000 sec): 3 clusters
  Score: Raw -596824.825939 + Penalty 2869.973990 = -593954.851949
  nChanged 57
		SP:Iteration 19Q (181307.870000 sec): 3 clusters
  Score: Raw -596848.816947 + Penalty 2869.973990 = -593978.842957
  nChanged 52
		SP:Iteration 20F (181308.080000 sec): 3 clusters
  Score: Raw -596864.753132 + Penalty 2869.973990 = -593994.779143
  nChanged 42
		SP:Iteration 21Q (181308.290000 sec): 3 clusters
  Score: Raw -596874.587923 + Penalty 2869.973990 = -594004.613933
  nChanged 27
		SP:Iteration 22Q (181308.490000 sec): 3 clusters
  Score: Raw -596880.963639 + Penalty 2869.973990 = -594010.989649
  nChanged 20
		SP:Iteration 23Q (181308.700000 sec): 3 clusters
  Score: Raw -596885.729935 + Penalty 2869.973990 = -594015.755945
  nChanged 17
		SP:Iteration 24Q (181308.900000 sec): 3 clusters
  Score: Raw -596889.009757 + Penalty 2869.973990 = -594019.035767
  nChanged 15
		SP:Iteration 25Q (181309.110000 sec): 3 clusters
  Score: Raw -596892.342883 + Penalty 2869.973990 = -594022.368893
  nChanged 15
		SP:Iteration 26Q (181309.310000 sec): 3 clusters
  Score: Raw -596895.066027 + Penalty 2869.973990 = -594025.092037
  nChanged 17
		SP:Iteration 27Q (181309.520000 sec): 3 clusters
  Score: Raw -596899.065107 + Penalty 2869.973990 = -594029.091117
  nChanged 17
		SP:Iteration 28Q (181309.730000 sec): 3 clusters
  Score: Raw -596902.932355 + Penalty 2869.973990 = -594032.958365
  nChanged 13
		SP:Iteration 29Q (181309.930000 sec): 3 clusters
  Score: Raw -596905.066364 + Penalty 2869.973990 = -594035.092374
  nChanged 7
		SP:Iteration 30Q (181310.140000 sec): 3 clusters
  Score: Raw -596906.792801 + Penalty 2869.973990 = -594036.818811
  nChanged 8
		SP:Iteration 31Q (181310.380000 sec): 3 clusters
  Score: Raw -596908.192816 + Penalty 2869.973990 = -594038.218826
  nChanged 9
		SP:Iteration 32Q (181310.590000 sec): 3 clusters
  Score: Raw -596910.257185 + Penalty 2869.973990 = -594040.283195
  nChanged 7
		SP:Iteration 33Q (181310.790000 sec): 3 clusters
  Score: Raw -596911.385890 + Penalty 2869.973990 = -594041.411900
  nChanged 7
		SP:Iteration 34Q (181311.000000 sec): 3 clusters
  Score: Raw -596912.656712 + Penalty 2869.973990 = -594042.682722
  nChanged 1
		SP:Iteration 35Q (181311.200000 sec): 3 clusters
  Score: Raw -596912.732166 + Penalty 2869.973990 = -594042.758176
  nChanged 1
		SP:Iteration 36Q (181311.410000 sec): 3 clusters
  Score: Raw -596912.884806 + Penalty 2869.973990 = -594042.910816
  nChanged 3
		SP:Iteration 37Q (181311.610000 sec): 3 clusters
  Score: Raw -596913.424924 + Penalty 2869.973990 = -594043.450934
  nChanged 4
		SP:Iteration 38Q (181311.820000 sec): 3 clusters
  Score: Raw -596914.071918 + Penalty 2869.973990 = -594044.097928
  nChanged 3
		SP:Iteration 39Q (181312.020000 sec): 3 clusters
  Score: Raw -596914.367319 + Penalty 2869.973990 = -594044.393330
  nChanged 5
		SP:Iteration 40F (181312.230000 sec): 3 clusters
  Score: Raw -596915.158564 + Penalty 2869.973990 = -594045.184575
  nChanged 3
		SP:Iteration 41Q (181312.430000 sec): 3 clusters
  Score: Raw -596915.443565 + Penalty 2869.973990 = -594045.469575
  nChanged 1
		SP:Iteration 42Q (181312.640000 sec): 3 clusters
  Score: Raw -596915.548652 + Penalty 2869.973990 = -594045.574662
  nChanged 0
		SP:Iteration 43F (181312.850000 sec): 3 clusters
  Score: Raw -596915.548652 + Penalty 2869.973990 = -594045.574662
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (3766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181312.940000 sec): 2 clusters
  Score: Raw -324254.387701 + Penalty 1337.987415 = -322916.400286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181313.120000 sec): 3 clusters
  Score: Raw -322350.411457 + Penalty 2675.974830 = -319674.436626
  nChanged 1504
		SP:Iteration 1F (181313.290000 sec): 3 clusters
  Score: Raw -323208.797505 + Penalty 2675.974830 = -320532.822675
  nChanged 355
		SP:Iteration 2F (181313.470000 sec): 3 clusters
  Score: Raw -323481.444283 + Penalty 2675.974830 = -320805.469453
  nChanged 286
		SP:Iteration 3F (181313.650000 sec): 3 clusters
  Score: Raw -323711.252559 + Penalty 2675.974830 = -321035.277729
  nChanged 250
		SP:Iteration 4F (181313.820000 sec): 3 clusters
  Score: Raw -323904.403071 + Penalty 2675.974830 = -321228.428240
  nChanged 186
		SP:Iteration 5Q (181314.000000 sec): 3 clusters
  Score: Raw -324032.998242 + Penalty 2675.974830 = -321357.023412
  nChanged 136
		SP:Iteration 6Q (181314.170000 sec): 3 clusters
  Score: Raw -324123.642917 + Penalty 2675.974830 = -321447.668087
  nChanged 112
		SP:Iteration 7Q (181314.350000 sec): 3 clusters
  Score: Raw -324194.593654 + Penalty 2675.974830 = -321518.618824
  nChanged 97
		SP:Iteration 8Q (181314.530000 sec): 3 clusters
  Score: Raw -324253.909223 + Penalty 2675.974830 = -321577.934392
  nChanged 94
		SP:Iteration 9Q (181314.700000 sec): 3 clusters
  Score: Raw -324307.108812 + Penalty 2675.974830 = -321631.133981
  nChanged 64
		SP:Iteration 10Q (181314.870000 sec): 3 clusters
  Score: Raw -324342.481392 + Penalty 2675.974830 = -321666.506562
  nChanged 42
		SP:Iteration 11Q (181315.050000 sec): 3 clusters
  Score: Raw -324366.481192 + Penalty 2675.974830 = -321690.506362
  nChanged 41
		SP:Iteration 12Q (181315.230000 sec): 3 clusters
  Score: Raw -324392.779316 + Penalty 2675.974830 = -321716.804486
  nChanged 48
		SP:Iteration 13Q (181315.400000 sec): 3 clusters
  Score: Raw -324430.688095 + Penalty 2675.974830 = -321754.713264
  nChanged 54
		SP:Iteration 14Q (181315.580000 sec): 3 clusters
  Score: Raw -324466.765000 + Penalty 2675.974830 = -321790.790169
  nChanged 48
		SP:Iteration 15Q (181315.750000 sec): 3 clusters
  Score: Raw -324500.552849 + Penalty 2675.974830 = -321824.578018
  nChanged 34
		SP:Iteration 16Q (181315.930000 sec): 3 clusters
  Score: Raw -324523.799824 + Penalty 2675.974830 = -321847.824994
  nChanged 29
		SP:Iteration 17Q (181316.100000 sec): 3 clusters
  Score: Raw -324545.910681 + Penalty 2675.974830 = -321869.935851
  nChanged 28
		SP:Iteration 18Q (181316.280000 sec): 3 clusters
  Score: Raw -324571.991155 + Penalty 2675.974830 = -321896.016325
  nChanged 27
		SP:Iteration 19Q (181316.450000 sec): 3 clusters
  Score: Raw -324598.791339 + Penalty 2675.974830 = -321922.816509
  nChanged 25
		SP:Iteration 20F (181316.630000 sec): 3 clusters
  Score: Raw -324623.869256 + Penalty 2675.974830 = -321947.894425
  nChanged 27
		SP:Iteration 21Q (181316.810000 sec): 3 clusters
  Score: Raw -324648.142782 + Penalty 2675.974830 = -321972.167952
  nChanged 26
		SP:Iteration 22Q (181316.980000 sec): 3 clusters
  Score: Raw -324672.799182 + Penalty 2675.974830 = -321996.824351
  nChanged 14
		SP:Iteration 23Q (181317.160000 sec): 3 clusters
  Score: Raw -324684.945688 + Penalty 2675.974830 = -322008.970857
  nChanged 17
		SP:Iteration 24Q (181317.330000 sec): 3 clusters
  Score: Raw -324703.018221 + Penalty 2675.974830 = -322027.043391
  nChanged 17
		SP:Iteration 25Q (181317.510000 sec): 3 clusters
  Score: Raw -324719.252424 + Penalty 2675.974830 = -322043.277593
  nChanged 15
		SP:Iteration 26Q (181317.690000 sec): 3 clusters
  Score: Raw -324731.819039 + Penalty 2675.974830 = -322055.844208
  nChanged 10
		SP:Iteration 27Q (181317.860000 sec): 3 clusters
  Score: Raw -324738.819040 + Penalty 2675.974830 = -322062.844209
  nChanged 6
		SP:Iteration 28Q (181318.040000 sec): 3 clusters
  Score: Raw -324742.599000 + Penalty 2675.974830 = -322066.624169
  nChanged 7
		SP:Iteration 29Q (181318.210000 sec): 3 clusters
  Score: Raw -324747.043851 + Penalty 2675.974830 = -322071.069021
  nChanged 4
		SP:Iteration 30Q (181318.390000 sec): 3 clusters
  Score: Raw -324749.148721 + Penalty 2675.974830 = -322073.173890
  nChanged 3
		SP:Iteration 31Q (181318.570000 sec): 3 clusters
  Score: Raw -324750.774088 + Penalty 2675.974830 = -322074.799258
  nChanged 0
		SP:Iteration 32F (181318.730000 sec): 3 clusters
  Score: Raw -324750.774088 + Penalty 2675.974830 = -322074.799258
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (4564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181318.870000 sec): 2 clusters
  Score: Raw -368522.456819 + Penalty 1369.217641 = -367153.239179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181319.010000 sec): 3 clusters
  Score: Raw -366192.528120 + Penalty 2738.435281 = -363454.092838
  nChanged 1838
		SP:Iteration 1F (181319.180000 sec): 3 clusters
  Score: Raw -367275.195530 + Penalty 2738.435281 = -364536.760249
  nChanged 387
		SP:Iteration 2F (181319.400000 sec): 3 clusters
  Score: Raw -367520.251177 + Penalty 2738.435281 = -364781.815896
  nChanged 271
		SP:Iteration 3F (181319.580000 sec): 3 clusters
  Score: Raw -367681.636854 + Penalty 2738.435281 = -364943.201573
  nChanged 228
		SP:Iteration 4Q (181319.750000 sec): 3 clusters
  Score: Raw -367816.562817 + Penalty 2738.435281 = -365078.127536
  nChanged 223
		SP:Iteration 5Q (181319.930000 sec): 3 clusters
  Score: Raw -367959.303395 + Penalty 2738.435281 = -365220.868114
  nChanged 197
		SP:Iteration 6Q (181320.110000 sec): 3 clusters
  Score: Raw -368107.440882 + Penalty 2738.435281 = -365369.005601
  nChanged 190
		SP:Iteration 7Q (181320.280000 sec): 3 clusters
  Score: Raw -368242.019130 + Penalty 2738.435281 = -365503.583849
  nChanged 158
		SP:Iteration 8Q (181320.460000 sec): 3 clusters
  Score: Raw -368329.797047 + Penalty 2738.435281 = -365591.361766
  nChanged 127
		SP:Iteration 9Q (181320.630000 sec): 3 clusters
  Score: Raw -368385.621304 + Penalty 2738.435281 = -365647.186023
  nChanged 93
		SP:Iteration 10Q (181320.810000 sec): 3 clusters
  Score: Raw -368428.064834 + Penalty 2738.435281 = -365689.629553
  nChanged 96
		SP:Iteration 11Q (181320.980000 sec): 3 clusters
  Score: Raw -368478.552825 + Penalty 2738.435281 = -365740.117543
  nChanged 77
		SP:Iteration 12Q (181321.160000 sec): 3 clusters
  Score: Raw -368516.798111 + Penalty 2738.435281 = -365778.362830
  nChanged 69
		SP:Iteration 13Q (181321.340000 sec): 3 clusters
  Score: Raw -368555.627940 + Penalty 2738.435281 = -365817.192659
  nChanged 72
		SP:Iteration 14Q (181321.510000 sec): 3 clusters
  Score: Raw -368596.503350 + Penalty 2738.435281 = -365858.068069
  nChanged 74
		SP:Iteration 15Q (181321.690000 sec): 3 clusters
  Score: Raw -368647.826061 + Penalty 2738.435281 = -365909.390780
  nChanged 81
		SP:Iteration 16Q (181321.860000 sec): 3 clusters
  Score: Raw -368700.915569 + Penalty 2738.435281 = -365962.480288
  nChanged 68
		SP:Iteration 17Q (181322.040000 sec): 3 clusters
  Score: Raw -368738.297928 + Penalty 2738.435281 = -365999.862647
  nChanged 51
		SP:Iteration 18Q (181322.220000 sec): 3 clusters
  Score: Raw -368770.185111 + Penalty 2738.435281 = -366031.749830
  nChanged 49
		SP:Iteration 19Q (181322.390000 sec): 3 clusters
  Score: Raw -368801.923652 + Penalty 2738.435281 = -366063.488371
  nChanged 57
		SP:Iteration 20F (181322.570000 sec): 3 clusters
  Score: Raw -368840.363977 + Penalty 2738.435281 = -366101.928696
  nChanged 50
		SP:Iteration 21Q (181322.740000 sec): 3 clusters
  Score: Raw -368871.237176 + Penalty 2738.435281 = -366132.801894
  nChanged 56
		SP:Iteration 22Q (181322.920000 sec): 3 clusters
  Score: Raw -368908.882736 + Penalty 2738.435281 = -366170.447455
  nChanged 49
		SP:Iteration 23Q (181323.120000 sec): 3 clusters
  Score: Raw -368944.305382 + Penalty 2738.435281 = -366205.870101
  nChanged 37
		SP:Iteration 24Q (181323.320000 sec): 3 clusters
  Score: Raw -368964.994890 + Penalty 2738.435281 = -366226.559609
  nChanged 36
		SP:Iteration 25Q (181323.490000 sec): 3 clusters
  Score: Raw -368987.997864 + Penalty 2738.435281 = -366249.562583
  nChanged 30
		SP:Iteration 26Q (181323.670000 sec): 3 clusters
  Score: Raw -369013.872002 + Penalty 2738.435281 = -366275.436721
  nChanged 36
		SP:Iteration 27Q (181323.840000 sec): 3 clusters
  Score: Raw -369035.513550 + Penalty 2738.435281 = -366297.078269
  nChanged 28
		SP:Iteration 28Q (181324.020000 sec): 3 clusters
  Score: Raw -369048.629517 + Penalty 2738.435281 = -366310.194236
  nChanged 23
		SP:Iteration 29Q (181324.190000 sec): 3 clusters
  Score: Raw -369060.839388 + Penalty 2738.435281 = -366322.404106
  nChanged 24
		SP:Iteration 30Q (181324.370000 sec): 3 clusters
  Score: Raw -369071.943825 + Penalty 2738.435281 = -366333.508544
  nChanged 21
		SP:Iteration 31Q (181324.540000 sec): 3 clusters
  Score: Raw -369082.592946 + Penalty 2738.435281 = -366344.157665
  nChanged 22
		SP:Iteration 32Q (181324.720000 sec): 3 clusters
  Score: Raw -369092.625981 + Penalty 2738.435281 = -366354.190699
  nChanged 25
		SP:Iteration 33Q (181324.900000 sec): 3 clusters
  Score: Raw -369104.544646 + Penalty 2738.435281 = -366366.109365
  nChanged 21
		SP:Iteration 34Q (181325.070000 sec): 3 clusters
  Score: Raw -369113.910932 + Penalty 2738.435281 = -366375.475651
  nChanged 21
		SP:Iteration 35Q (181325.250000 sec): 3 clusters
  Score: Raw -369121.458689 + Penalty 2738.435281 = -366383.023408
  nChanged 17
		SP:Iteration 36Q (181325.420000 sec): 3 clusters
  Score: Raw -369127.876560 + Penalty 2738.435281 = -366389.441279
  nChanged 13
		SP:Iteration 37Q (181325.600000 sec): 3 clusters
  Score: Raw -369132.126034 + Penalty 2738.435281 = -366393.690752
  nChanged 9
		SP:Iteration 38Q (181325.780000 sec): 3 clusters
  Score: Raw -369135.365825 + Penalty 2738.435281 = -366396.930544
  nChanged 6
		SP:Iteration 39Q (181325.950000 sec): 3 clusters
  Score: Raw -369137.365878 + Penalty 2738.435281 = -366398.930597
  nChanged 9
		SP:Iteration 40F (181326.110000 sec): 3 clusters
  Score: Raw -369139.761084 + Penalty 2738.435281 = -366401.325803
  nChanged 3
		SP:Iteration 41Q (181326.270000 sec): 3 clusters
  Score: Raw -369141.395271 + Penalty 2738.435281 = -366402.959990
  nChanged 4
		SP:Iteration 42Q (181326.430000 sec): 3 clusters
  Score: Raw -369143.077455 + Penalty 2738.435281 = -366404.642174
  nChanged 5
		SP:Iteration 43Q (181326.580000 sec): 3 clusters
  Score: Raw -369144.280324 + Penalty 2738.435281 = -366405.845043
  nChanged 3
		SP:Iteration 44Q (181326.740000 sec): 3 clusters
  Score: Raw -369145.018895 + Penalty 2738.435281 = -366406.583614
  nChanged 2
		SP:Iteration 45Q (181326.900000 sec): 3 clusters
  Score: Raw -369145.730870 + Penalty 2738.435281 = -366407.295589
  nChanged 2
		SP:Iteration 46Q (181327.060000 sec): 3 clusters
  Score: Raw -369146.339510 + Penalty 2738.435281 = -366407.904229
  nChanged 6
		SP:Iteration 47Q (181327.220000 sec): 3 clusters
  Score: Raw -369147.801591 + Penalty 2738.435281 = -366409.366310
  nChanged 4
		SP:Iteration 48Q (181327.380000 sec): 3 clusters
  Score: Raw -369149.591323 + Penalty 2738.435281 = -366411.156042
  nChanged 4
		SP:Iteration 49Q (181327.540000 sec): 3 clusters
  Score: Raw -369150.394054 + Penalty 2738.435281 = -366411.958773
  nChanged 4
		SP:Iteration 50Q (181327.700000 sec): 3 clusters
  Score: Raw -369151.141040 + Penalty 2738.435281 = -366412.705759
  nChanged 2
		SP:Iteration 51Q (181327.870000 sec): 3 clusters
  Score: Raw -369151.459268 + Penalty 2738.435281 = -366413.023987
  nChanged 1
		SP:Iteration 52Q (181328.040000 sec): 3 clusters
  Score: Raw -369152.142321 + Penalty 2738.435281 = -366413.707040
  nChanged 3
		SP:Iteration 53Q (181328.220000 sec): 3 clusters
  Score: Raw -369153.727157 + Penalty 2738.435281 = -366415.291876
  nChanged 3
		SP:Iteration 54Q (181328.400000 sec): 3 clusters
  Score: Raw -369154.420633 + Penalty 2738.435281 = -366415.985352
  nChanged 2
		SP:Iteration 55Q (181328.570000 sec): 3 clusters
  Score: Raw -369154.753885 + Penalty 2738.435281 = -366416.318604
  nChanged 0
		SP:Iteration 56F (181328.740000 sec): 3 clusters
  Score: Raw -369154.753885 + Penalty 2738.435281 = -366416.318604
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (13620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181328.920000 sec): 2 clusters
  Score: Raw -1136104.134546 + Penalty 1546.885369 = -1134557.249176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181329.160000 sec): 3 clusters
  Score: Raw -1128099.068244 + Penalty 3093.770738 = -1125005.297506
  nChanged 6039
		SP:Iteration 1F (181329.400000 sec): 3 clusters
  Score: Raw -1131566.904200 + Penalty 3093.770738 = -1128473.133461
  nChanged 1109
		SP:Iteration 2F (181329.640000 sec): 3 clusters
  Score: Raw -1132293.402004 + Penalty 3093.770738 = -1129199.631266
  nChanged 1055
		SP:Iteration 3F (181329.880000 sec): 3 clusters
  Score: Raw -1133061.550638 + Penalty 3093.770738 = -1129967.779900
  nChanged 946
		SP:Iteration 4F (181330.110000 sec): 3 clusters
  Score: Raw -1133695.669547 + Penalty 3093.770738 = -1130601.898809
  nChanged 773
		SP:Iteration 5F (181330.370000 sec): 3 clusters
  Score: Raw -1134162.145251 + Penalty 3093.770738 = -1131068.374513
  nChanged 655
		SP:Iteration 6Q (181330.650000 sec): 3 clusters
  Score: Raw -1134502.613263 + Penalty 3093.770738 = -1131408.842525
  nChanged 545
		SP:Iteration 7Q (181330.940000 sec): 3 clusters
  Score: Raw -1134718.935234 + Penalty 3093.770738 = -1131625.164496
  nChanged 397
		SP:Iteration 8Q (181331.180000 sec): 3 clusters
  Score: Raw -1134866.855888 + Penalty 3093.770738 = -1131773.085150
  nChanged 326
		SP:Iteration 9Q (181331.430000 sec): 3 clusters
  Score: Raw -1134989.354463 + Penalty 3093.770738 = -1131895.583725
  nChanged 296
		SP:Iteration 10Q (181331.710000 sec): 3 clusters
  Score: Raw -1135088.214258 + Penalty 3093.770738 = -1131994.443520
  nChanged 272
		SP:Iteration 11Q (181331.950000 sec): 3 clusters
  Score: Raw -1135179.922920 + Penalty 3093.770738 = -1132086.152182
  nChanged 249
		SP:Iteration 12Q (181332.220000 sec): 3 clusters
  Score: Raw -1135268.665554 + Penalty 3093.770738 = -1132174.894815
  nChanged 243
		SP:Iteration 13Q (181332.470000 sec): 3 clusters
  Score: Raw -1135364.307890 + Penalty 3093.770738 = -1132270.537152
  nChanged 242
		SP:Iteration 14Q (181332.750000 sec): 3 clusters
  Score: Raw -1135460.952288 + Penalty 3093.770738 = -1132367.181549
  nChanged 245
		SP:Iteration 15Q (181332.960000 sec): 3 clusters
  Score: Raw -1135549.433358 + Penalty 3093.770738 = -1132455.662619
  nChanged 245
		SP:Iteration 16Q (181333.240000 sec): 3 clusters
  Score: Raw -1135656.092253 + Penalty 3093.770738 = -1132562.321515
  nChanged 266
		SP:Iteration 17Q (181333.530000 sec): 3 clusters
  Score: Raw -1135759.974242 + Penalty 3093.770738 = -1132666.203503
  nChanged 242
		SP:Iteration 18Q (181333.810000 sec): 3 clusters
  Score: Raw -1135859.343182 + Penalty 3093.770738 = -1132765.572443
  nChanged 244
		SP:Iteration 19Q (181334.090000 sec): 3 clusters
  Score: Raw -1135959.687986 + Penalty 3093.770738 = -1132865.917247
  nChanged 239
		SP:Iteration 20F (181334.300000 sec): 3 clusters
  Score: Raw -1136069.956565 + Penalty 3093.770738 = -1132976.185827
  nChanged 257
		SP:Iteration 21Q (181334.540000 sec): 3 clusters
  Score: Raw -1136194.402657 + Penalty 3093.770738 = -1133100.631919
  nChanged 258
		SP:Iteration 22Q (181334.820000 sec): 3 clusters
  Score: Raw -1136320.916118 + Penalty 3093.770738 = -1133227.145379
  nChanged 243
		SP:Iteration 23Q (181334.980000 sec): 3 clusters
  Score: Raw -1136437.908224 + Penalty 3093.770738 = -1133344.137485
  nChanged 222
		SP:Iteration 24Q (181335.240000 sec): 3 clusters
  Score: Raw -1136550.186351 + Penalty 3093.770738 = -1133456.415613
  nChanged 185
		SP:Iteration 25Q (181335.490000 sec): 3 clusters
  Score: Raw -1136648.801507 + Penalty 3093.770738 = -1133555.030768
  nChanged 162
		SP:Iteration 26Q (181335.780000 sec): 3 clusters
  Score: Raw -1136719.754965 + Penalty 3093.770738 = -1133625.984226
  nChanged 129
		SP:Iteration 27Q (181335.980000 sec): 3 clusters
  Score: Raw -1136774.304674 + Penalty 3093.770738 = -1133680.533936
  nChanged 122
		SP:Iteration 28Q (181336.220000 sec): 3 clusters
  Score: Raw -1136823.255661 + Penalty 3093.770738 = -1133729.484922
  nChanged 96
		SP:Iteration 29Q (181336.470000 sec): 3 clusters
  Score: Raw -1136853.690816 + Penalty 3093.770738 = -1133759.920077
  nChanged 76
		SP:Iteration 30Q (181336.750000 sec): 3 clusters
  Score: Raw -1136876.481881 + Penalty 3093.770738 = -1133782.711142
  nChanged 70
		SP:Iteration 31Q (181337.040000 sec): 3 clusters
  Score: Raw -1136896.871836 + Penalty 3093.770738 = -1133803.101098
  nChanged 58
		SP:Iteration 32Q (181337.270000 sec): 3 clusters
  Score: Raw -1136915.391453 + Penalty 3093.770738 = -1133821.620715
  nChanged 57
		SP:Iteration 33Q (181337.510000 sec): 3 clusters
  Score: Raw -1136932.503432 + Penalty 3093.770738 = -1133838.732694
  nChanged 48
		SP:Iteration 34Q (181337.790000 sec): 3 clusters
  Score: Raw -1136947.482484 + Penalty 3093.770738 = -1133853.711746
  nChanged 55
		SP:Iteration 35Q (181338.030000 sec): 3 clusters
  Score: Raw -1136963.069438 + Penalty 3093.770738 = -1133869.298700
  nChanged 48
		SP:Iteration 36Q (181338.310000 sec): 3 clusters
  Score: Raw -1136975.206508 + Penalty 3093.770738 = -1133881.435770
  nChanged 36
		SP:Iteration 37Q (181338.550000 sec): 3 clusters
  Score: Raw -1136985.206019 + Penalty 3093.770738 = -1133891.435280
  nChanged 38
		SP:Iteration 38Q (181338.790000 sec): 3 clusters
  Score: Raw -1136996.834846 + Penalty 3093.770738 = -1133903.064108
  nChanged 33
		SP:Iteration 39Q (181339.030000 sec): 3 clusters
  Score: Raw -1137006.032482 + Penalty 3093.770738 = -1133912.261744
  nChanged 25
		SP:Iteration 40F (181339.220000 sec): 3 clusters
  Score: Raw -1137013.331726 + Penalty 3093.770738 = -1133919.560987
  nChanged 18
		SP:Iteration 41Q (181339.420000 sec): 3 clusters
  Score: Raw -1137018.681976 + Penalty 3093.770738 = -1133924.911237
  nChanged 14
		SP:Iteration 42Q (181339.580000 sec): 3 clusters
  Score: Raw -1137022.791366 + Penalty 3093.770738 = -1133929.020627
  nChanged 16
		SP:Iteration 43Q (181339.820000 sec): 3 clusters
  Score: Raw -1137027.676211 + Penalty 3093.770738 = -1133933.905473
  nChanged 21
		SP:Iteration 44Q (181340.110000 sec): 3 clusters
  Score: Raw -1137035.584329 + Penalty 3093.770738 = -1133941.813591
  nChanged 16
		SP:Iteration 45Q (181340.350000 sec): 3 clusters
  Score: Raw -1137040.693072 + Penalty 3093.770738 = -1133946.922333
  nChanged 18
		SP:Iteration 46Q (181340.580000 sec): 3 clusters
  Score: Raw -1137045.494814 + Penalty 3093.770738 = -1133951.724076
  nChanged 16
		SP:Iteration 47Q (181340.870000 sec): 3 clusters
  Score: Raw -1137049.633703 + Penalty 3093.770738 = -1133955.862964
  nChanged 11
		SP:Iteration 48Q (181341.060000 sec): 3 clusters
  Score: Raw -1137051.911905 + Penalty 3093.770738 = -1133958.141166
  nChanged 8
		SP:Iteration 49Q (181341.300000 sec): 3 clusters
  Score: Raw -1137053.726222 + Penalty 3093.770738 = -1133959.955484
  nChanged 7
		SP:Iteration 50Q (181341.580000 sec): 3 clusters
  Score: Raw -1137055.054461 + Penalty 3093.770738 = -1133961.283723
  nChanged 7
		SP:Iteration 51Q (181341.820000 sec): 3 clusters
  Score: Raw -1137056.626949 + Penalty 3093.770738 = -1133962.856210
  nChanged 4
		SP:Iteration 52Q (181342.100000 sec): 3 clusters
  Score: Raw -1137057.461944 + Penalty 3093.770738 = -1133963.691205
  nChanged 2
		SP:Iteration 53Q (181342.340000 sec): 3 clusters
  Score: Raw -1137057.829144 + Penalty 3093.770738 = -1133964.058406
  nChanged 3
		SP:Iteration 54Q (181342.620000 sec): 3 clusters
  Score: Raw -1137058.421184 + Penalty 3093.770738 = -1133964.650445
  nChanged 5
		SP:Iteration 55Q (181342.860000 sec): 3 clusters
  Score: Raw -1137059.352597 + Penalty 3093.770738 = -1133965.581859
  nChanged 1
		SP:Iteration 56Q (181343.140000 sec): 3 clusters
  Score: Raw -1137059.508247 + Penalty 3093.770738 = -1133965.737509
  nChanged 0
		SP:Iteration 57F (181343.380000 sec): 3 clusters
  Score: Raw -1137059.508247 + Penalty 3093.770738 = -1133965.737509
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (4567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181343.490000 sec): 2 clusters
  Score: Raw -386459.631183 + Penalty 1369.324420 = -385090.306764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181343.660000 sec): 3 clusters
  Score: Raw -384120.600876 + Penalty 2738.648839 = -381381.952036
  nChanged 1836
		SP:Iteration 1F (181343.840000 sec): 3 clusters
  Score: Raw -385285.788984 + Penalty 2738.648839 = -382547.140145
  nChanged 376
		SP:Iteration 2F (181344.010000 sec): 3 clusters
  Score: Raw -385517.095582 + Penalty 2738.648839 = -382778.446742
  nChanged 273
		SP:Iteration 3F (181344.190000 sec): 3 clusters
  Score: Raw -385681.007684 + Penalty 2738.648839 = -382942.358845
  nChanged 204
		SP:Iteration 4Q (181344.370000 sec): 3 clusters
  Score: Raw -385801.128345 + Penalty 2738.648839 = -383062.479505
  nChanged 185
		SP:Iteration 5Q (181344.540000 sec): 3 clusters
  Score: Raw -385900.556966 + Penalty 2738.648839 = -383161.908127
  nChanged 163
		SP:Iteration 6Q (181344.720000 sec): 3 clusters
  Score: Raw -385995.105310 + Penalty 2738.648839 = -383256.456471
  nChanged 135
		SP:Iteration 7Q (181344.890000 sec): 3 clusters
  Score: Raw -386071.055785 + Penalty 2738.648839 = -383332.406946
  nChanged 130
		SP:Iteration 8Q (181345.070000 sec): 3 clusters
  Score: Raw -386136.661428 + Penalty 2738.648839 = -383398.012589
  nChanged 120
		SP:Iteration 9Q (181345.250000 sec): 3 clusters
  Score: Raw -386200.906936 + Penalty 2738.648839 = -383462.258097
  nChanged 119
		SP:Iteration 10Q (181345.420000 sec): 3 clusters
  Score: Raw -386264.166598 + Penalty 2738.648839 = -383525.517759
  nChanged 131
		SP:Iteration 11Q (181345.600000 sec): 3 clusters
  Score: Raw -386343.445839 + Penalty 2738.648839 = -383604.796999
  nChanged 131
		SP:Iteration 12Q (181345.770000 sec): 3 clusters
  Score: Raw -386417.453581 + Penalty 2738.648839 = -383678.804742
  nChanged 106
		SP:Iteration 13Q (181345.950000 sec): 3 clusters
  Score: Raw -386483.739657 + Penalty 2738.648839 = -383745.090818
  nChanged 94
		SP:Iteration 14Q (181346.130000 sec): 3 clusters
  Score: Raw -386539.436811 + Penalty 2738.648839 = -383800.787972
  nChanged 73
		SP:Iteration 15Q (181346.300000 sec): 3 clusters
  Score: Raw -386586.117484 + Penalty 2738.648839 = -383847.468645
  nChanged 66
		SP:Iteration 16Q (181346.470000 sec): 3 clusters
  Score: Raw -386621.479529 + Penalty 2738.648839 = -383882.830689
  nChanged 47
		SP:Iteration 17Q (181346.650000 sec): 3 clusters
  Score: Raw -386642.612888 + Penalty 2738.648839 = -383903.964049
  nChanged 32
		SP:Iteration 18Q (181346.830000 sec): 3 clusters
  Score: Raw -386658.617758 + Penalty 2738.648839 = -383919.968919
  nChanged 33
		SP:Iteration 19Q (181347.000000 sec): 3 clusters
  Score: Raw -386679.849023 + Penalty 2738.648839 = -383941.200184
  nChanged 25
		SP:Iteration 20F (181347.180000 sec): 3 clusters
  Score: Raw -386693.758296 + Penalty 2738.648839 = -383955.109457
  nChanged 14
		SP:Iteration 21Q (181347.350000 sec): 3 clusters
  Score: Raw -386702.827579 + Penalty 2738.648839 = -383964.178740
  nChanged 14
		SP:Iteration 22Q (181347.530000 sec): 3 clusters
  Score: Raw -386711.270143 + Penalty 2738.648839 = -383972.621304
  nChanged 14
		SP:Iteration 23Q (181347.710000 sec): 3 clusters
  Score: Raw -386720.711120 + Penalty 2738.648839 = -383982.062280
  nChanged 19
		SP:Iteration 24Q (181347.880000 sec): 3 clusters
  Score: Raw -386731.971763 + Penalty 2738.648839 = -383993.322923
  nChanged 15
		SP:Iteration 25Q (181348.060000 sec): 3 clusters
  Score: Raw -386739.899460 + Penalty 2738.648839 = -384001.250621
  nChanged 12
		SP:Iteration 26Q (181348.230000 sec): 3 clusters
  Score: Raw -386749.571800 + Penalty 2738.648839 = -384010.922961
  nChanged 15
		SP:Iteration 27Q (181348.410000 sec): 3 clusters
  Score: Raw -386757.261581 + Penalty 2738.648839 = -384018.612742
  nChanged 11
		SP:Iteration 28Q (181348.590000 sec): 3 clusters
  Score: Raw -386763.733796 + Penalty 2738.648839 = -384025.084957
  nChanged 12
		SP:Iteration 29Q (181348.760000 sec): 3 clusters
  Score: Raw -386773.386287 + Penalty 2738.648839 = -384034.737448
  nChanged 13
		SP:Iteration 30Q (181348.940000 sec): 3 clusters
  Score: Raw -386781.273686 + Penalty 2738.648839 = -384042.624847
  nChanged 7
		SP:Iteration 31Q (181349.110000 sec): 3 clusters
  Score: Raw -386784.479498 + Penalty 2738.648839 = -384045.830659
  nChanged 5
		SP:Iteration 32Q (181349.290000 sec): 3 clusters
  Score: Raw -386788.295790 + Penalty 2738.648839 = -384049.646951
  nChanged 4
		SP:Iteration 33Q (181349.470000 sec): 3 clusters
  Score: Raw -386789.841301 + Penalty 2738.648839 = -384051.192462
  nChanged 1
		SP:Iteration 34Q (181349.640000 sec): 3 clusters
  Score: Raw -386790.200407 + Penalty 2738.648839 = -384051.551568
  nChanged 1
		SP:Iteration 35Q (181349.820000 sec): 3 clusters
  Score: Raw -386790.691090 + Penalty 2738.648839 = -384052.042251
  nChanged 0
		SP:Iteration 36F (181349.990000 sec): 3 clusters
  Score: Raw -386790.691090 + Penalty 2738.648839 = -384052.042251
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181350.100000 sec): 2 clusters
  Score: Raw -414923.462439 + Penalty 1355.285315 = -413568.177125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181350.270000 sec): 3 clusters
  Score: Raw -412786.158081 + Penalty 2710.570629 = -410075.587452
  nChanged 1672
		SP:Iteration 1F (181350.430000 sec): 3 clusters
  Score: Raw -413725.481596 + Penalty 2710.570629 = -411014.910967
  nChanged 340
		SP:Iteration 2F (181350.510000 sec): 3 clusters
  Score: Raw -413983.077774 + Penalty 2710.570629 = -411272.507145
  nChanged 301
		SP:Iteration 3F (181350.580000 sec): 3 clusters
  Score: Raw -414229.806756 + Penalty 2710.570629 = -411519.236127
  nChanged 279
		SP:Iteration 4F (181350.650000 sec): 3 clusters
  Score: Raw -414441.606618 + Penalty 2710.570629 = -411731.035989
  nChanged 243
		SP:Iteration 5F (181350.730000 sec): 3 clusters
  Score: Raw -414629.210228 + Penalty 2710.570629 = -411918.639599
  nChanged 228
		SP:Iteration 6F (181350.800000 sec): 3 clusters
  Score: Raw -414801.925977 + Penalty 2710.570629 = -412091.355347
  nChanged 193
		SP:Iteration 7Q (181350.880000 sec): 3 clusters
  Score: Raw -414938.172711 + Penalty 2710.570629 = -412227.602081
  nChanged 170
		SP:Iteration 8Q (181350.950000 sec): 3 clusters
  Score: Raw -415058.021679 + Penalty 2710.570629 = -412347.451049
  nChanged 132
		SP:Iteration 9Q (181351.030000 sec): 3 clusters
  Score: Raw -415133.912260 + Penalty 2710.570629 = -412423.341631
  nChanged 89
		SP:Iteration 10Q (181351.110000 sec): 3 clusters
  Score: Raw -415178.461241 + Penalty 2710.570629 = -412467.890612
  nChanged 66
		SP:Iteration 11Q (181351.180000 sec): 3 clusters
  Score: Raw -415212.271864 + Penalty 2710.570629 = -412501.701234
  nChanged 51
		SP:Iteration 12Q (181351.260000 sec): 3 clusters
  Score: Raw -415233.118810 + Penalty 2710.570629 = -412522.548180
  nChanged 42
		SP:Iteration 13Q (181351.330000 sec): 3 clusters
  Score: Raw -415252.028006 + Penalty 2710.570629 = -412541.457377
  nChanged 31
		SP:Iteration 14Q (181351.410000 sec): 3 clusters
  Score: Raw -415263.593500 + Penalty 2710.570629 = -412553.022871
  nChanged 20
		SP:Iteration 15Q (181351.490000 sec): 3 clusters
  Score: Raw -415269.287630 + Penalty 2710.570629 = -412558.717000
  nChanged 18
		SP:Iteration 16Q (181351.570000 sec): 3 clusters
  Score: Raw -415275.910297 + Penalty 2710.570629 = -412565.339668
  nChanged 18
		SP:Iteration 17Q (181351.640000 sec): 3 clusters
  Score: Raw -415282.170522 + Penalty 2710.570629 = -412571.599892
  nChanged 12
		SP:Iteration 18Q (181351.710000 sec): 3 clusters
  Score: Raw -415286.739670 + Penalty 2710.570629 = -412576.169040
  nChanged 9
		SP:Iteration 19Q (181351.790000 sec): 3 clusters
  Score: Raw -415289.886046 + Penalty 2710.570629 = -412579.315417
  nChanged 7
		SP:Iteration 20F (181351.860000 sec): 3 clusters
  Score: Raw -415291.969394 + Penalty 2710.570629 = -412581.398765
  nChanged 1
		SP:Iteration 21Q (181352.010000 sec): 3 clusters
  Score: Raw -415292.219874 + Penalty 2710.570629 = -412581.649245
  nChanged 1
		SP:Iteration 22Q (181352.190000 sec): 3 clusters
  Score: Raw -415292.416189 + Penalty 2710.570629 = -412581.845560
  nChanged 1
		SP:Iteration 23Q (181352.360000 sec): 3 clusters
  Score: Raw -415292.589990 + Penalty 2710.570629 = -412582.019361
  nChanged 1
		SP:Iteration 24Q (181352.540000 sec): 3 clusters
  Score: Raw -415292.974692 + Penalty 2710.570629 = -412582.404063
  nChanged 1
		SP:Iteration 25Q (181352.710000 sec): 3 clusters
  Score: Raw -415293.128619 + Penalty 2710.570629 = -412582.557990
  nChanged 2
		SP:Iteration 26Q (181352.890000 sec): 3 clusters
  Score: Raw -415293.683601 + Penalty 2710.570629 = -412583.112972
  nChanged 1
		SP:Iteration 27Q (181353.070000 sec): 3 clusters
  Score: Raw -415293.927813 + Penalty 2710.570629 = -412583.357183
  nChanged 4
		SP:Iteration 28Q (181353.230000 sec): 3 clusters
  Score: Raw -415295.247436 + Penalty 2710.570629 = -412584.676806
  nChanged 5
		SP:Iteration 29Q (181353.400000 sec): 3 clusters
  Score: Raw -415296.848081 + Penalty 2710.570629 = -412586.277451
  nChanged 6
		SP:Iteration 30Q (181353.560000 sec): 3 clusters
  Score: Raw -415298.532073 + Penalty 2710.570629 = -412587.961444
  nChanged 2
		SP:Iteration 31Q (181353.720000 sec): 3 clusters
  Score: Raw -415299.161868 + Penalty 2710.570629 = -412588.591238
  nChanged 3
		SP:Iteration 32Q (181353.880000 sec): 3 clusters
  Score: Raw -415300.357956 + Penalty 2710.570629 = -412589.787327
  nChanged 2
		SP:Iteration 33Q (181354.050000 sec): 3 clusters
  Score: Raw -415300.958776 + Penalty 2710.570629 = -412590.388146
  nChanged 4
		SP:Iteration 34Q (181354.210000 sec): 3 clusters
  Score: Raw -415302.147120 + Penalty 2710.570629 = -412591.576491
  nChanged 3
		SP:Iteration 35Q (181354.380000 sec): 3 clusters
  Score: Raw -415303.128188 + Penalty 2710.570629 = -412592.557559
  nChanged 3
		SP:Iteration 36Q (181354.480000 sec): 3 clusters
  Score: Raw -415304.252845 + Penalty 2710.570629 = -412593.682216
  nChanged 1
		SP:Iteration 37Q (181354.550000 sec): 3 clusters
  Score: Raw -415304.839402 + Penalty 2710.570629 = -412594.268773
  nChanged 1
		SP:Iteration 38Q (181354.620000 sec): 3 clusters
  Score: Raw -415305.392770 + Penalty 2710.570629 = -412594.822141
  nChanged 2
		SP:Iteration 39Q (181354.700000 sec): 3 clusters
  Score: Raw -415306.088544 + Penalty 2710.570629 = -412595.517915
  nChanged 1
		SP:Iteration 40F (181354.770000 sec): 3 clusters
  Score: Raw -415306.429086 + Penalty 2710.570629 = -412595.858456
  nChanged 1
		SP:Iteration 41Q (181354.840000 sec): 3 clusters
  Score: Raw -415307.104615 + Penalty 2710.570629 = -412596.533986
  nChanged 2
		SP:Iteration 42Q (181354.920000 sec): 3 clusters
  Score: Raw -415308.300666 + Penalty 2710.570629 = -412597.730036
  nChanged 3
		SP:Iteration 43Q (181354.990000 sec): 3 clusters
  Score: Raw -415309.701647 + Penalty 2710.570629 = -412599.131018
  nChanged 1
		SP:Iteration 44Q (181355.070000 sec): 3 clusters
  Score: Raw -415310.009443 + Penalty 2710.570629 = -412599.438814
  nChanged 0
		SP:Iteration 45F (181355.140000 sec): 3 clusters
  Score: Raw -415310.009443 + Penalty 2710.570629 = -412599.438814
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (7748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181355.260000 sec): 2 clusters
  Score: Raw -711670.698677 + Penalty 1455.218379 = -710215.480298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181355.480000 sec): 3 clusters
  Score: Raw -707491.165483 + Penalty 2910.436758 = -704580.728725
  nChanged 3241
		SP:Iteration 1F (181355.670000 sec): 3 clusters
  Score: Raw -709544.354751 + Penalty 2910.436758 = -706633.917993
  nChanged 655
		SP:Iteration 2F (181355.870000 sec): 3 clusters
  Score: Raw -710031.847543 + Penalty 2910.436758 = -707121.410785
  nChanged 550
		SP:Iteration 3F (181356.070000 sec): 3 clusters
  Score: Raw -710400.402122 + Penalty 2910.436758 = -707489.965364
  nChanged 459
		SP:Iteration 4F (181356.270000 sec): 3 clusters
  Score: Raw -710670.012603 + Penalty 2910.436758 = -707759.575845
  nChanged 375
		SP:Iteration 5Q (181356.470000 sec): 3 clusters
  Score: Raw -710882.655821 + Penalty 2910.436758 = -707972.219063
  nChanged 323
		SP:Iteration 6Q (181356.670000 sec): 3 clusters
  Score: Raw -711064.037683 + Penalty 2910.436758 = -708153.600925
  nChanged 273
		SP:Iteration 7Q (181356.870000 sec): 3 clusters
  Score: Raw -711198.976039 + Penalty 2910.436758 = -708288.539281
  nChanged 208
		SP:Iteration 8Q (181357.070000 sec): 3 clusters
  Score: Raw -711286.762853 + Penalty 2910.436758 = -708376.326095
  nChanged 147
		SP:Iteration 9Q (181357.270000 sec): 3 clusters
  Score: Raw -711343.957159 + Penalty 2910.436758 = -708433.520401
  nChanged 120
		SP:Iteration 10Q (181357.470000 sec): 3 clusters
  Score: Raw -711382.824831 + Penalty 2910.436758 = -708472.388073
  nChanged 99
		SP:Iteration 11Q (181357.670000 sec): 3 clusters
  Score: Raw -711416.708675 + Penalty 2910.436758 = -708506.271917
  nChanged 92
		SP:Iteration 12Q (181357.860000 sec): 3 clusters
  Score: Raw -711446.526730 + Penalty 2910.436758 = -708536.089972
  nChanged 83
		SP:Iteration 13Q (181358.060000 sec): 3 clusters
  Score: Raw -711471.309417 + Penalty 2910.436758 = -708560.872659
  nChanged 82
		SP:Iteration 14Q (181358.260000 sec): 3 clusters
  Score: Raw -711493.941874 + Penalty 2910.436758 = -708583.505116
  nChanged 71
		SP:Iteration 15Q (181358.460000 sec): 3 clusters
  Score: Raw -711512.886059 + Penalty 2910.436758 = -708602.449301
  nChanged 72
		SP:Iteration 16Q (181358.660000 sec): 3 clusters
  Score: Raw -711532.465147 + Penalty 2910.436758 = -708622.028389
  nChanged 67
		SP:Iteration 17Q (181358.860000 sec): 3 clusters
  Score: Raw -711554.829819 + Penalty 2910.436758 = -708644.393061
  nChanged 67
		SP:Iteration 18Q (181359.060000 sec): 3 clusters
  Score: Raw -711577.596203 + Penalty 2910.436758 = -708667.159445
  nChanged 70
		SP:Iteration 19Q (181359.260000 sec): 3 clusters
  Score: Raw -711599.853135 + Penalty 2910.436758 = -708689.416377
  nChanged 58
		SP:Iteration 20F (181359.460000 sec): 3 clusters
  Score: Raw -711617.243923 + Penalty 2910.436758 = -708706.807165
  nChanged 49
		SP:Iteration 21Q (181359.660000 sec): 3 clusters
  Score: Raw -711636.444217 + Penalty 2910.436758 = -708726.007459
  nChanged 46
		SP:Iteration 22Q (181359.860000 sec): 3 clusters
  Score: Raw -711657.173740 + Penalty 2910.436758 = -708746.736982
  nChanged 55
		SP:Iteration 23Q (181360.060000 sec): 3 clusters
  Score: Raw -711679.600708 + Penalty 2910.436758 = -708769.163950
  nChanged 46
		SP:Iteration 24Q (181360.260000 sec): 3 clusters
  Score: Raw -711695.519430 + Penalty 2910.436758 = -708785.082672
  nChanged 41
		SP:Iteration 25Q (181360.460000 sec): 3 clusters
  Score: Raw -711710.732600 + Penalty 2910.436758 = -708800.295842
  nChanged 36
		SP:Iteration 26Q (181360.660000 sec): 3 clusters
  Score: Raw -711722.916447 + Penalty 2910.436758 = -708812.479690
  nChanged 33
		SP:Iteration 27Q (181360.860000 sec): 3 clusters
  Score: Raw -711735.271636 + Penalty 2910.436758 = -708824.834878
  nChanged 30
		SP:Iteration 28Q (181361.060000 sec): 3 clusters
  Score: Raw -711746.731649 + Penalty 2910.436758 = -708836.294891
  nChanged 32
		SP:Iteration 29Q (181361.260000 sec): 3 clusters
  Score: Raw -711758.289642 + Penalty 2910.436758 = -708847.852884
  nChanged 25
		SP:Iteration 30Q (181361.460000 sec): 3 clusters
  Score: Raw -711766.821083 + Penalty 2910.436758 = -708856.384325
  nChanged 23
		SP:Iteration 31Q (181361.680000 sec): 3 clusters
  Score: Raw -711775.922509 + Penalty 2910.436758 = -708865.485751
  nChanged 28
		SP:Iteration 32Q (181361.790000 sec): 3 clusters
  Score: Raw -711784.234376 + Penalty 2910.436758 = -708873.797618
  nChanged 26
		SP:Iteration 33Q (181361.910000 sec): 3 clusters
  Score: Raw -711791.896078 + Penalty 2910.436758 = -708881.459320
  nChanged 29
		SP:Iteration 34Q (181362.020000 sec): 3 clusters
  Score: Raw -711802.104991 + Penalty 2910.436758 = -708891.668233
  nChanged 19
		SP:Iteration 35Q (181362.220000 sec): 3 clusters
  Score: Raw -711808.025580 + Penalty 2910.436758 = -708897.588822
  nChanged 19
		SP:Iteration 36Q (181362.420000 sec): 3 clusters
  Score: Raw -711813.991030 + Penalty 2910.436758 = -708903.554272
  nChanged 16
		SP:Iteration 37Q (181362.630000 sec): 3 clusters
  Score: Raw -711818.687213 + Penalty 2910.436758 = -708908.250455
  nChanged 17
		SP:Iteration 38Q (181362.820000 sec): 3 clusters
  Score: Raw -711825.548214 + Penalty 2910.436758 = -708915.111456
  nChanged 20
		SP:Iteration 39Q (181363.020000 sec): 3 clusters
  Score: Raw -711832.244446 + Penalty 2910.436758 = -708921.807688
  nChanged 26
		SP:Iteration 40F (181363.220000 sec): 3 clusters
  Score: Raw -711845.506688 + Penalty 2910.436758 = -708935.069930
  nChanged 29
		SP:Iteration 41Q (181363.400000 sec): 3 clusters
  Score: Raw -711861.257264 + Penalty 2910.436758 = -708950.820506
  nChanged 27
		SP:Iteration 42Q (181363.610000 sec): 3 clusters
  Score: Raw -711875.121536 + Penalty 2910.436758 = -708964.684778
  nChanged 20
		SP:Iteration 43Q (181363.820000 sec): 3 clusters
  Score: Raw -711882.678198 + Penalty 2910.436758 = -708972.241440
  nChanged 11
		SP:Iteration 44Q (181364.030000 sec): 3 clusters
  Score: Raw -711887.455102 + Penalty 2910.436758 = -708977.018344
  nChanged 18
		SP:Iteration 45Q (181364.240000 sec): 3 clusters
  Score: Raw -711896.850676 + Penalty 2910.436758 = -708986.413918
  nChanged 17
		SP:Iteration 46Q (181364.440000 sec): 3 clusters
  Score: Raw -711905.288887 + Penalty 2910.436758 = -708994.852129
  nChanged 14
		SP:Iteration 47Q (181364.640000 sec): 3 clusters
  Score: Raw -711910.786260 + Penalty 2910.436758 = -709000.349502
  nChanged 10
		SP:Iteration 48Q (181364.830000 sec): 3 clusters
  Score: Raw -711913.805092 + Penalty 2910.436758 = -709003.368334
  nChanged 7
		SP:Iteration 49Q (181365.030000 sec): 3 clusters
  Score: Raw -711915.675929 + Penalty 2910.436758 = -709005.239171
  nChanged 3
		SP:Iteration 50Q (181365.230000 sec): 3 clusters
  Score: Raw -711916.423984 + Penalty 2910.436758 = -709005.987226
  nChanged 4
		SP:Iteration 51Q (181365.430000 sec): 3 clusters
  Score: Raw -711917.750006 + Penalty 2910.436758 = -709007.313248
  nChanged 3
		SP:Iteration 52Q (181365.630000 sec): 3 clusters
  Score: Raw -711919.175070 + Penalty 2910.436758 = -709008.738312
  nChanged 4
		SP:Iteration 53Q (181365.830000 sec): 3 clusters
  Score: Raw -711920.821551 + Penalty 2910.436758 = -709010.384793
  nChanged 3
		SP:Iteration 54Q (181366.030000 sec): 3 clusters
  Score: Raw -711922.176991 + Penalty 2910.436758 = -709011.740233
  nChanged 3
		SP:Iteration 55Q (181366.230000 sec): 3 clusters
  Score: Raw -711923.594353 + Penalty 2910.436758 = -709013.157595
  nChanged 2
		SP:Iteration 56Q (181366.430000 sec): 3 clusters
  Score: Raw -711924.246331 + Penalty 2910.436758 = -709013.809573
  nChanged 2
		SP:Iteration 57Q (181366.660000 sec): 3 clusters
  Score: Raw -711925.278712 + Penalty 2910.436758 = -709014.841954
  nChanged 4
		SP:Iteration 58Q (181366.870000 sec): 3 clusters
  Score: Raw -711927.161030 + Penalty 2910.436758 = -709016.724272
  nChanged 4
		SP:Iteration 59Q (181367.070000 sec): 3 clusters
  Score: Raw -711929.284212 + Penalty 2910.436758 = -709018.847454
  nChanged 3
		SP:Iteration 60F (181367.270000 sec): 3 clusters
  Score: Raw -711930.985627 + Penalty 2910.436758 = -709020.548869
  nChanged 4
		SP:Iteration 61Q (181367.470000 sec): 3 clusters
  Score: Raw -711932.344123 + Penalty 2910.436758 = -709021.907365
  nChanged 3
		SP:Iteration 62Q (181367.670000 sec): 3 clusters
  Score: Raw -711933.328018 + Penalty 2910.436758 = -709022.891260
  nChanged 3
		SP:Iteration 63Q (181367.870000 sec): 3 clusters
  Score: Raw -711935.674281 + Penalty 2910.436758 = -709025.237523
  nChanged 6
		SP:Iteration 64Q (181368.070000 sec): 3 clusters
  Score: Raw -711938.331704 + Penalty 2910.436758 = -709027.894946
  nChanged 2
		SP:Iteration 65Q (181368.270000 sec): 3 clusters
  Score: Raw -711938.940452 + Penalty 2910.436758 = -709028.503694
  nChanged 3
		SP:Iteration 66Q (181368.470000 sec): 3 clusters
  Score: Raw -711939.868074 + Penalty 2910.436758 = -709029.431316
  nChanged 1
		SP:Iteration 67Q (181368.670000 sec): 3 clusters
  Score: Raw -711939.991965 + Penalty 2910.436758 = -709029.555207
  nChanged 2
		SP:Iteration 68Q (181368.870000 sec): 3 clusters
  Score: Raw -711940.855911 + Penalty 2910.436758 = -709030.419153
  nChanged 1
		SP:Iteration 69Q (181369.070000 sec): 3 clusters
  Score: Raw -711941.573752 + Penalty 2910.436758 = -709031.136994
  nChanged 2
		SP:Iteration 70Q (181369.270000 sec): 3 clusters
  Score: Raw -711941.875577 + Penalty 2910.436758 = -709031.438819
  nChanged 0
		SP:Iteration 71F (181369.470000 sec): 3 clusters
  Score: Raw -711941.875577 + Penalty 2910.436758 = -709031.438819
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (7127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181369.580000 sec): 2 clusters
  Score: Raw -620165.258145 + Penalty 1441.642421 = -618723.615724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181369.840000 sec): 3 clusters
  Score: Raw -616336.287229 + Penalty 2883.284842 = -613453.002387
  nChanged 2997
		SP:Iteration 1F (181370.040000 sec): 3 clusters
  Score: Raw -618239.559418 + Penalty 2883.284842 = -615356.274577
  nChanged 633
		SP:Iteration 2F (181370.240000 sec): 3 clusters
  Score: Raw -618759.128695 + Penalty 2883.284842 = -615875.843854
  nChanged 533
		SP:Iteration 3F (181370.450000 sec): 3 clusters
  Score: Raw -619193.034679 + Penalty 2883.284842 = -616309.749837
  nChanged 459
		SP:Iteration 4F (181370.650000 sec): 3 clusters
  Score: Raw -619523.876797 + Penalty 2883.284842 = -616640.591955
  nChanged 386
		SP:Iteration 5F (181370.850000 sec): 3 clusters
  Score: Raw -619788.314196 + Penalty 2883.284842 = -616905.029354
  nChanged 327
		SP:Iteration 6Q (181371.060000 sec): 3 clusters
  Score: Raw -619962.187958 + Penalty 2883.284842 = -617078.903116
  nChanged 248
		SP:Iteration 7Q (181371.260000 sec): 3 clusters
  Score: Raw -620055.945699 + Penalty 2883.284842 = -617172.660857
  nChanged 159
		SP:Iteration 8Q (181371.460000 sec): 3 clusters
  Score: Raw -620108.830645 + Penalty 2883.284842 = -617225.545803
  nChanged 121
		SP:Iteration 9Q (181371.670000 sec): 3 clusters
  Score: Raw -620139.922970 + Penalty 2883.284842 = -617256.638128
  nChanged 79
		SP:Iteration 10Q (181371.870000 sec): 3 clusters
  Score: Raw -620163.500785 + Penalty 2883.284842 = -617280.215943
  nChanged 65
		SP:Iteration 11Q (181372.080000 sec): 3 clusters
  Score: Raw -620181.894298 + Penalty 2883.284842 = -617298.609456
  nChanged 50
		SP:Iteration 12Q (181372.280000 sec): 3 clusters
  Score: Raw -620193.697454 + Penalty 2883.284842 = -617310.412612
  nChanged 37
		SP:Iteration 13Q (181372.480000 sec): 3 clusters
  Score: Raw -620200.810355 + Penalty 2883.284842 = -617317.525513
  nChanged 25
		SP:Iteration 14Q (181372.680000 sec): 3 clusters
  Score: Raw -620206.281619 + Penalty 2883.284842 = -617322.996777
  nChanged 24
		SP:Iteration 15Q (181372.890000 sec): 3 clusters
  Score: Raw -620210.907264 + Penalty 2883.284842 = -617327.622422
  nChanged 20
		SP:Iteration 16Q (181373.090000 sec): 3 clusters
  Score: Raw -620215.611757 + Penalty 2883.284842 = -617332.326916
  nChanged 23
		SP:Iteration 17Q (181373.300000 sec): 3 clusters
  Score: Raw -620218.852739 + Penalty 2883.284842 = -617335.567897
  nChanged 21
		SP:Iteration 18Q (181373.500000 sec): 3 clusters
  Score: Raw -620223.280243 + Penalty 2883.284842 = -617339.995401
  nChanged 25
		SP:Iteration 19Q (181373.700000 sec): 3 clusters
  Score: Raw -620228.406185 + Penalty 2883.284842 = -617345.121343
  nChanged 21
		SP:Iteration 20F (181373.910000 sec): 3 clusters
  Score: Raw -620232.236747 + Penalty 2883.284842 = -617348.951905
  nChanged 19
		SP:Iteration 21Q (181374.110000 sec): 3 clusters
  Score: Raw -620235.646778 + Penalty 2883.284842 = -617352.361936
  nChanged 15
		SP:Iteration 22Q (181374.320000 sec): 3 clusters
  Score: Raw -620238.112314 + Penalty 2883.284842 = -617354.827472
  nChanged 13
		SP:Iteration 23Q (181374.520000 sec): 3 clusters
  Score: Raw -620240.324782 + Penalty 2883.284842 = -617357.039940
  nChanged 14
		SP:Iteration 24Q (181374.720000 sec): 3 clusters
  Score: Raw -620242.125945 + Penalty 2883.284842 = -617358.841103
  nChanged 7
		SP:Iteration 25Q (181374.920000 sec): 3 clusters
  Score: Raw -620242.986627 + Penalty 2883.284842 = -617359.701785
  nChanged 9
		SP:Iteration 26Q (181375.130000 sec): 3 clusters
  Score: Raw -620244.197580 + Penalty 2883.284842 = -617360.912738
  nChanged 10
		SP:Iteration 27Q (181375.330000 sec): 3 clusters
  Score: Raw -620246.351267 + Penalty 2883.284842 = -617363.066425
  nChanged 11
		SP:Iteration 28Q (181375.540000 sec): 3 clusters
  Score: Raw -620248.337179 + Penalty 2883.284842 = -617365.052337
  nChanged 9
		SP:Iteration 29Q (181375.740000 sec): 3 clusters
  Score: Raw -620249.740556 + Penalty 2883.284842 = -617366.455714
  nChanged 6
		SP:Iteration 30Q (181375.940000 sec): 3 clusters
  Score: Raw -620250.638826 + Penalty 2883.284842 = -617367.353984
  nChanged 8
		SP:Iteration 31Q (181376.150000 sec): 3 clusters
  Score: Raw -620251.514640 + Penalty 2883.284842 = -617368.229798
  nChanged 3
		SP:Iteration 32Q (181376.340000 sec): 3 clusters
  Score: Raw -620251.739576 + Penalty 2883.284842 = -617368.454734
  nChanged 3
		SP:Iteration 33Q (181376.540000 sec): 3 clusters
  Score: Raw -620252.105170 + Penalty 2883.284842 = -617368.820328
  nChanged 0
		SP:Iteration 34F (181376.790000 sec): 3 clusters
  Score: Raw -620252.105170 + Penalty 2883.284842 = -617368.820328
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181376.890000 sec): 2 clusters
  Score: Raw -293214.814710 + Penalty 1320.415036 = -291894.399675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181377.070000 sec): 3 clusters
  Score: Raw -291594.688402 + Penalty 2640.830071 = -288953.858331
  nChanged 1298
		SP:Iteration 1F (181377.250000 sec): 3 clusters
  Score: Raw -292430.112550 + Penalty 2640.830071 = -289789.282479
  nChanged 286
		SP:Iteration 2F (181377.420000 sec): 3 clusters
  Score: Raw -292664.341970 + Penalty 2640.830071 = -290023.511899
  nChanged 217
		SP:Iteration 3F (181377.600000 sec): 3 clusters
  Score: Raw -292853.235674 + Penalty 2640.830071 = -290212.405603
  nChanged 182
		SP:Iteration 4F (181377.770000 sec): 3 clusters
  Score: Raw -293014.639741 + Penalty 2640.830071 = -290373.809670
  nChanged 153
		SP:Iteration 5Q (181377.950000 sec): 3 clusters
  Score: Raw -293137.394508 + Penalty 2640.830071 = -290496.564437
  nChanged 127
		SP:Iteration 6Q (181378.120000 sec): 3 clusters
  Score: Raw -293225.807451 + Penalty 2640.830071 = -290584.977380
  nChanged 90
		SP:Iteration 7Q (181378.300000 sec): 3 clusters
  Score: Raw -293278.301465 + Penalty 2640.830071 = -290637.471393
  nChanged 74
		SP:Iteration 8Q (181378.480000 sec): 3 clusters
  Score: Raw -293319.030098 + Penalty 2640.830071 = -290678.200027
  nChanged 70
		SP:Iteration 9Q (181378.650000 sec): 3 clusters
  Score: Raw -293349.050723 + Penalty 2640.830071 = -290708.220652
  nChanged 51
		SP:Iteration 10Q (181378.830000 sec): 3 clusters
  Score: Raw -293374.806382 + Penalty 2640.830071 = -290733.976311
  nChanged 47
		SP:Iteration 11Q (181379.000000 sec): 3 clusters
  Score: Raw -293393.424299 + Penalty 2640.830071 = -290752.594228
  nChanged 38
		SP:Iteration 12Q (181379.180000 sec): 3 clusters
  Score: Raw -293411.193268 + Penalty 2640.830071 = -290770.363197
  nChanged 33
		SP:Iteration 13Q (181379.360000 sec): 3 clusters
  Score: Raw -293425.316628 + Penalty 2640.830071 = -290784.486557
  nChanged 31
		SP:Iteration 14Q (181379.530000 sec): 3 clusters
  Score: Raw -293435.203641 + Penalty 2640.830071 = -290794.373570
  nChanged 18
		SP:Iteration 15Q (181379.710000 sec): 3 clusters
  Score: Raw -293441.402342 + Penalty 2640.830071 = -290800.572271
  nChanged 24
		SP:Iteration 16Q (181379.880000 sec): 3 clusters
  Score: Raw -293449.075331 + Penalty 2640.830071 = -290808.245260
  nChanged 23
		SP:Iteration 17Q (181380.060000 sec): 3 clusters
  Score: Raw -293456.672132 + Penalty 2640.830071 = -290815.842061
  nChanged 24
		SP:Iteration 18Q (181380.240000 sec): 3 clusters
  Score: Raw -293464.214772 + Penalty 2640.830071 = -290823.384701
  nChanged 17
		SP:Iteration 19Q (181380.410000 sec): 3 clusters
  Score: Raw -293467.987689 + Penalty 2640.830071 = -290827.157618
  nChanged 10
		SP:Iteration 20F (181380.590000 sec): 3 clusters
  Score: Raw -293470.530957 + Penalty 2640.830071 = -290829.700886
  nChanged 13
		SP:Iteration 21Q (181380.760000 sec): 3 clusters
  Score: Raw -293475.887220 + Penalty 2640.830071 = -290835.057149
  nChanged 14
		SP:Iteration 22Q (181380.940000 sec): 3 clusters
  Score: Raw -293485.198879 + Penalty 2640.830071 = -290844.368807
  nChanged 17
		SP:Iteration 23Q (181381.120000 sec): 3 clusters
  Score: Raw -293493.794457 + Penalty 2640.830071 = -290852.964386
  nChanged 18
		SP:Iteration 24Q (181381.290000 sec): 3 clusters
  Score: Raw -293505.865575 + Penalty 2640.830071 = -290865.035504
  nChanged 26
		SP:Iteration 25Q (181381.470000 sec): 3 clusters
  Score: Raw -293521.709376 + Penalty 2640.830071 = -290880.879305
  nChanged 32
		SP:Iteration 26Q (181381.590000 sec): 3 clusters
  Score: Raw -293540.285173 + Penalty 2640.830071 = -290899.455102
  nChanged 37
		SP:Iteration 27Q (181381.650000 sec): 3 clusters
  Score: Raw -293563.643978 + Penalty 2640.830071 = -290922.813907
  nChanged 37
		SP:Iteration 28Q (181381.710000 sec): 3 clusters
  Score: Raw -293592.056669 + Penalty 2640.830071 = -290951.226598
  nChanged 39
		SP:Iteration 29Q (181381.770000 sec): 3 clusters
  Score: Raw -293625.907716 + Penalty 2640.830071 = -290985.077645
  nChanged 36
		SP:Iteration 30Q (181381.830000 sec): 3 clusters
  Score: Raw -293652.668708 + Penalty 2640.830071 = -291011.838637
  nChanged 37
		SP:Iteration 31Q (181381.900000 sec): 3 clusters
  Score: Raw -293678.513774 + Penalty 2640.830071 = -291037.683703
  nChanged 41
		SP:Iteration 32Q (181381.960000 sec): 3 clusters
  Score: Raw -293700.439269 + Penalty 2640.830071 = -291059.609197
  nChanged 24
		SP:Iteration 33Q (181382.020000 sec): 3 clusters
  Score: Raw -293712.944874 + Penalty 2640.830071 = -291072.114803
  nChanged 27
		SP:Iteration 34Q (181382.080000 sec): 3 clusters
  Score: Raw -293721.204051 + Penalty 2640.830071 = -291080.373979
  nChanged 14
		SP:Iteration 35Q (181382.140000 sec): 3 clusters
  Score: Raw -293725.332678 + Penalty 2640.830071 = -291084.502607
  nChanged 8
		SP:Iteration 36Q (181382.200000 sec): 3 clusters
  Score: Raw -293727.232951 + Penalty 2640.830071 = -291086.402880
  nChanged 5
		SP:Iteration 37Q (181382.260000 sec): 3 clusters
  Score: Raw -293729.425375 + Penalty 2640.830071 = -291088.595304
  nChanged 5
		SP:Iteration 38Q (181382.330000 sec): 3 clusters
  Score: Raw -293732.215785 + Penalty 2640.830071 = -291091.385714
  nChanged 7
		SP:Iteration 39Q (181382.390000 sec): 3 clusters
  Score: Raw -293734.207389 + Penalty 2640.830071 = -291093.377317
  nChanged 3
		SP:Iteration 40F (181382.460000 sec): 3 clusters
  Score: Raw -293734.876618 + Penalty 2640.830071 = -291094.046546
  nChanged 3
		SP:Iteration 41Q (181382.520000 sec): 3 clusters
  Score: Raw -293735.742083 + Penalty 2640.830071 = -291094.912011
  nChanged 2
		SP:Iteration 42Q (181382.580000 sec): 3 clusters
  Score: Raw -293736.151181 + Penalty 2640.830071 = -291095.321110
  nChanged 0
		SP:Iteration 43F (181382.650000 sec): 3 clusters
  Score: Raw -293736.151181 + Penalty 2640.830071 = -291095.321110
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (3126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181382.720000 sec): 2 clusters
  Score: Raw -223954.713620 + Penalty 1307.720296 = -222646.993324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181382.780000 sec): 3 clusters
  Score: Raw -222483.037843 + Penalty 2615.440591 = -219867.597252
  nChanged 1166
		SP:Iteration 1F (181382.840000 sec): 3 clusters
  Score: Raw -223284.420132 + Penalty 2615.440591 = -220668.979541
  nChanged 293
		SP:Iteration 2F (181382.900000 sec): 3 clusters
  Score: Raw -223505.614418 + Penalty 2615.440591 = -220890.173827
  nChanged 194
		SP:Iteration 3F (181382.970000 sec): 3 clusters
  Score: Raw -223647.626546 + Penalty 2615.440591 = -221032.185955
  nChanged 164
		SP:Iteration 4F (181383.030000 sec): 3 clusters
  Score: Raw -223759.329156 + Penalty 2615.440591 = -221143.888564
  nChanged 134
		SP:Iteration 5Q (181383.090000 sec): 3 clusters
  Score: Raw -223863.440667 + Penalty 2615.440591 = -221248.000076
  nChanged 124
		SP:Iteration 6Q (181383.160000 sec): 3 clusters
  Score: Raw -223976.452404 + Penalty 2615.440591 = -221361.011813
  nChanged 108
		SP:Iteration 7Q (181383.220000 sec): 3 clusters
  Score: Raw -224075.474848 + Penalty 2615.440591 = -221460.034257
  nChanged 101
		SP:Iteration 8Q (181383.280000 sec): 3 clusters
  Score: Raw -224159.558552 + Penalty 2615.440591 = -221544.117961
  nChanged 83
		SP:Iteration 9Q (181383.340000 sec): 3 clusters
  Score: Raw -224210.300577 + Penalty 2615.440591 = -221594.859986
  nChanged 64
		SP:Iteration 10Q (181383.400000 sec): 3 clusters
  Score: Raw -224246.713102 + Penalty 2615.440591 = -221631.272511
  nChanged 58
		SP:Iteration 11Q (181383.470000 sec): 3 clusters
  Score: Raw -224286.968981 + Penalty 2615.440591 = -221671.528389
  nChanged 53
		SP:Iteration 12Q (181383.530000 sec): 3 clusters
  Score: Raw -224319.380847 + Penalty 2615.440591 = -221703.940256
  nChanged 52
		SP:Iteration 13Q (181383.590000 sec): 3 clusters
  Score: Raw -224361.049827 + Penalty 2615.440591 = -221745.609236
  nChanged 51
		SP:Iteration 14Q (181383.660000 sec): 3 clusters
  Score: Raw -224390.528193 + Penalty 2615.440591 = -221775.087602
  nChanged 40
		SP:Iteration 15Q (181383.720000 sec): 3 clusters
  Score: Raw -224411.896565 + Penalty 2615.440591 = -221796.455974
  nChanged 27
		SP:Iteration 16Q (181383.780000 sec): 3 clusters
  Score: Raw -224425.305407 + Penalty 2615.440591 = -221809.864816
  nChanged 26
		SP:Iteration 17Q (181383.840000 sec): 3 clusters
  Score: Raw -224436.751262 + Penalty 2615.440591 = -221821.310671
  nChanged 22
		SP:Iteration 18Q (181383.910000 sec): 3 clusters
  Score: Raw -224445.892258 + Penalty 2615.440591 = -221830.451667
  nChanged 19
		SP:Iteration 19Q (181383.970000 sec): 3 clusters
  Score: Raw -224454.522265 + Penalty 2615.440591 = -221839.081674
  nChanged 16
		SP:Iteration 20F (181384.030000 sec): 3 clusters
  Score: Raw -224459.995192 + Penalty 2615.440591 = -221844.554600
  nChanged 14
		SP:Iteration 21Q (181384.090000 sec): 3 clusters
  Score: Raw -224465.488487 + Penalty 2615.440591 = -221850.047896
  nChanged 17
		SP:Iteration 22Q (181384.160000 sec): 3 clusters
  Score: Raw -224471.748612 + Penalty 2615.440591 = -221856.308021
  nChanged 12
		SP:Iteration 23Q (181384.220000 sec): 3 clusters
  Score: Raw -224475.541592 + Penalty 2615.440591 = -221860.101001
  nChanged 13
		SP:Iteration 24Q (181384.280000 sec): 3 clusters
  Score: Raw -224479.448384 + Penalty 2615.440591 = -221864.007793
  nChanged 12
		SP:Iteration 25Q (181384.340000 sec): 3 clusters
  Score: Raw -224483.080520 + Penalty 2615.440591 = -221867.639929
  nChanged 12
		SP:Iteration 26Q (181384.450000 sec): 3 clusters
  Score: Raw -224488.767107 + Penalty 2615.440591 = -221873.326516
  nChanged 9
		SP:Iteration 27Q (181384.620000 sec): 3 clusters
  Score: Raw -224491.592419 + Penalty 2615.440591 = -221876.151828
  nChanged 7
		SP:Iteration 28Q (181384.800000 sec): 3 clusters
  Score: Raw -224494.621666 + Penalty 2615.440591 = -221879.181075
  nChanged 8
		SP:Iteration 29Q (181384.980000 sec): 3 clusters
  Score: Raw -224497.602134 + Penalty 2615.440591 = -221882.161543
  nChanged 10
		SP:Iteration 30Q (181385.150000 sec): 3 clusters
  Score: Raw -224499.892762 + Penalty 2615.440591 = -221884.452171
  nChanged 6
		SP:Iteration 31Q (181385.330000 sec): 3 clusters
  Score: Raw -224502.531612 + Penalty 2615.440591 = -221887.091021
  nChanged 8
		SP:Iteration 32Q (181385.510000 sec): 3 clusters
  Score: Raw -224504.316118 + Penalty 2615.440591 = -221888.875527
  nChanged 7
		SP:Iteration 33Q (181385.680000 sec): 3 clusters
  Score: Raw -224507.301648 + Penalty 2615.440591 = -221891.861057
  nChanged 7
		SP:Iteration 34Q (181385.860000 sec): 3 clusters
  Score: Raw -224510.700376 + Penalty 2615.440591 = -221895.259785
  nChanged 6
		SP:Iteration 35Q (181386.030000 sec): 3 clusters
  Score: Raw -224513.390380 + Penalty 2615.440591 = -221897.949789
  nChanged 5
		SP:Iteration 36Q (181386.210000 sec): 3 clusters
  Score: Raw -224514.507376 + Penalty 2615.440591 = -221899.066785
  nChanged 3
		SP:Iteration 37Q (181386.390000 sec): 3 clusters
  Score: Raw -224515.299084 + Penalty 2615.440591 = -221899.858493
  nChanged 3
		SP:Iteration 38Q (181386.560000 sec): 3 clusters
  Score: Raw -224515.850656 + Penalty 2615.440591 = -221900.410065
  nChanged 0
		SP:Iteration 39F (181386.740000 sec): 3 clusters
  Score: Raw -224515.850656 + Penalty 2615.440591 = -221900.410065
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (4452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181386.860000 sec): 2 clusters
  Score: Raw -306990.166374 + Penalty 1365.180166 = -305624.986208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181387.050000 sec): 3 clusters
  Score: Raw -304740.003683 + Penalty 2730.360332 = -302009.643351
  nChanged 1802
		SP:Iteration 1F (181387.230000 sec): 3 clusters
  Score: Raw -306031.562336 + Penalty 2730.360332 = -303301.202004
  nChanged 445
		SP:Iteration 2F (181387.410000 sec): 3 clusters
  Score: Raw -306399.056075 + Penalty 2730.360332 = -303668.695744
  nChanged 345
		SP:Iteration 3F (181387.580000 sec): 3 clusters
  Score: Raw -306664.488454 + Penalty 2730.360332 = -303934.128122
  nChanged 243
		SP:Iteration 4F (181387.750000 sec): 3 clusters
  Score: Raw -306835.445809 + Penalty 2730.360332 = -304105.085477
  nChanged 195
		SP:Iteration 5Q (181387.930000 sec): 3 clusters
  Score: Raw -306941.535725 + Penalty 2730.360332 = -304211.175394
  nChanged 141
		SP:Iteration 6Q (181388.110000 sec): 3 clusters
  Score: Raw -307016.922698 + Penalty 2730.360332 = -304286.562367
  nChanged 116
		SP:Iteration 7Q (181388.280000 sec): 3 clusters
  Score: Raw -307075.012810 + Penalty 2730.360332 = -304344.652479
  nChanged 83
		SP:Iteration 8Q (181388.460000 sec): 3 clusters
  Score: Raw -307111.864108 + Penalty 2730.360332 = -304381.503776
  nChanged 60
		SP:Iteration 9Q (181388.630000 sec): 3 clusters
  Score: Raw -307140.743250 + Penalty 2730.360332 = -304410.382919
  nChanged 59
		SP:Iteration 10Q (181388.810000 sec): 3 clusters
  Score: Raw -307162.163873 + Penalty 2730.360332 = -304431.803542
  nChanged 49
		SP:Iteration 11Q (181388.990000 sec): 3 clusters
  Score: Raw -307177.221065 + Penalty 2730.360332 = -304446.860733
  nChanged 28
		SP:Iteration 12Q (181389.160000 sec): 3 clusters
  Score: Raw -307185.015377 + Penalty 2730.360332 = -304454.655045
  nChanged 25
		SP:Iteration 13Q (181389.340000 sec): 3 clusters
  Score: Raw -307193.604044 + Penalty 2730.360332 = -304463.243713
  nChanged 22
		SP:Iteration 14Q (181389.510000 sec): 3 clusters
  Score: Raw -307200.397975 + Penalty 2730.360332 = -304470.037643
  nChanged 18
		SP:Iteration 15Q (181389.690000 sec): 3 clusters
  Score: Raw -307205.483455 + Penalty 2730.360332 = -304475.123123
  nChanged 13
		SP:Iteration 16Q (181389.870000 sec): 3 clusters
  Score: Raw -307209.934338 + Penalty 2730.360332 = -304479.574007
  nChanged 15
		SP:Iteration 17Q (181390.040000 sec): 3 clusters
  Score: Raw -307214.154351 + Penalty 2730.360332 = -304483.794020
  nChanged 13
		SP:Iteration 18Q (181390.220000 sec): 3 clusters
  Score: Raw -307217.351673 + Penalty 2730.360332 = -304486.991342
  nChanged 9
		SP:Iteration 19Q (181390.390000 sec): 3 clusters
  Score: Raw -307219.501901 + Penalty 2730.360332 = -304489.141569
  nChanged 8
		SP:Iteration 20F (181390.570000 sec): 3 clusters
  Score: Raw -307221.039333 + Penalty 2730.360332 = -304490.679002
  nChanged 4
		SP:Iteration 21Q (181390.750000 sec): 3 clusters
  Score: Raw -307222.124269 + Penalty 2730.360332 = -304491.763937
  nChanged 7
		SP:Iteration 22Q (181390.920000 sec): 3 clusters
  Score: Raw -307223.755654 + Penalty 2730.360332 = -304493.395323
  nChanged 6
		SP:Iteration 23Q (181391.010000 sec): 3 clusters
  Score: Raw -307224.516909 + Penalty 2730.360332 = -304494.156577
  nChanged 3
		SP:Iteration 24Q (181391.100000 sec): 3 clusters
  Score: Raw -307225.549634 + Penalty 2730.360332 = -304495.189302
  nChanged 4
		SP:Iteration 25Q (181391.190000 sec): 3 clusters
  Score: Raw -307226.592733 + Penalty 2730.360332 = -304496.232402
  nChanged 5
		SP:Iteration 26Q (181391.270000 sec): 3 clusters
  Score: Raw -307228.062846 + Penalty 2730.360332 = -304497.702514
  nChanged 3
		SP:Iteration 27Q (181391.360000 sec): 3 clusters
  Score: Raw -307229.813256 + Penalty 2730.360332 = -304499.452924
  nChanged 2
		SP:Iteration 28Q (181391.550000 sec): 3 clusters
  Score: Raw -307230.082498 + Penalty 2730.360332 = -304499.722167
  nChanged 1
		SP:Iteration 29Q (181391.720000 sec): 3 clusters
  Score: Raw -307230.177336 + Penalty 2730.360332 = -304499.817005
  nChanged 0
		SP:Iteration 30F (181391.900000 sec): 3 clusters
  Score: Raw -307230.177336 + Penalty 2730.360332 = -304499.817005
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (1995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181391.980000 sec): 2 clusters
  Score: Raw -185780.586420 + Penalty 1234.739891 = -184545.846529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181392.160000 sec): 3 clusters
  Score: Raw -184899.348965 + Penalty 2469.479782 = -182429.869183
  nChanged 703
		SP:Iteration 1F (181392.330000 sec): 3 clusters
  Score: Raw -185369.270746 + Penalty 2469.479782 = -182899.790964
  nChanged 162
		SP:Iteration 2F (181392.510000 sec): 3 clusters
  Score: Raw -185504.276109 + Penalty 2469.479782 = -183034.796326
  nChanged 119
		SP:Iteration 3F (181392.690000 sec): 3 clusters
  Score: Raw -185619.688403 + Penalty 2469.479782 = -183150.208621
  nChanged 84
		SP:Iteration 4Q (181392.860000 sec): 3 clusters
  Score: Raw -185704.932489 + Penalty 2469.479782 = -183235.452707
  nChanged 84
		SP:Iteration 5Q (181393.030000 sec): 3 clusters
  Score: Raw -185779.198529 + Penalty 2469.479782 = -183309.718747
  nChanged 68
		SP:Iteration 6Q (181393.210000 sec): 3 clusters
  Score: Raw -185844.578184 + Penalty 2469.479782 = -183375.098402
  nChanged 60
		SP:Iteration 7Q (181393.390000 sec): 3 clusters
  Score: Raw -185906.947236 + Penalty 2469.479782 = -183437.467454
  nChanged 61
		SP:Iteration 8Q (181393.450000 sec): 3 clusters
  Score: Raw -185971.979326 + Penalty 2469.479782 = -183502.499544
  nChanged 67
		SP:Iteration 9Q (181393.490000 sec): 3 clusters
  Score: Raw -186044.277638 + Penalty 2469.479782 = -183574.797856
  nChanged 72
		SP:Iteration 10Q (181393.530000 sec): 3 clusters
  Score: Raw -186120.309189 + Penalty 2469.479782 = -183650.829407
  nChanged 73
		SP:Iteration 11Q (181393.570000 sec): 3 clusters
  Score: Raw -186194.591319 + Penalty 2469.479782 = -183725.111537
  nChanged 59
		SP:Iteration 12Q (181393.610000 sec): 3 clusters
  Score: Raw -186256.228130 + Penalty 2469.479782 = -183786.748348
  nChanged 52
		SP:Iteration 13Q (181393.650000 sec): 3 clusters
  Score: Raw -186295.824834 + Penalty 2469.479782 = -183826.345052
  nChanged 37
		SP:Iteration 14Q (181393.690000 sec): 3 clusters
  Score: Raw -186323.675135 + Penalty 2469.479782 = -183854.195352
  nChanged 20
		SP:Iteration 15Q (181393.730000 sec): 3 clusters
  Score: Raw -186337.615786 + Penalty 2469.479782 = -183868.136004
  nChanged 18
		SP:Iteration 16Q (181393.780000 sec): 3 clusters
  Score: Raw -186348.036899 + Penalty 2469.479782 = -183878.557117
  nChanged 17
		SP:Iteration 17Q (181393.820000 sec): 3 clusters
  Score: Raw -186363.215632 + Penalty 2469.479782 = -183893.735850
  nChanged 25
		SP:Iteration 18Q (181393.860000 sec): 3 clusters
  Score: Raw -186387.037416 + Penalty 2469.479782 = -183917.557634
  nChanged 24
		SP:Iteration 19Q (181393.900000 sec): 3 clusters
  Score: Raw -186406.446977 + Penalty 2469.479782 = -183936.967195
  nChanged 22
		SP:Iteration 20F (181393.940000 sec): 3 clusters
  Score: Raw -186420.677714 + Penalty 2469.479782 = -183951.197932
  nChanged 14
		SP:Iteration 21Q (181394.100000 sec): 3 clusters
  Score: Raw -186432.230267 + Penalty 2469.479782 = -183962.750485
  nChanged 14
		SP:Iteration 22Q (181394.280000 sec): 3 clusters
  Score: Raw -186442.629177 + Penalty 2469.479782 = -183973.149394
  nChanged 9
		SP:Iteration 23Q (181394.450000 sec): 3 clusters
  Score: Raw -186447.759507 + Penalty 2469.479782 = -183978.279725
  nChanged 5
		SP:Iteration 24Q (181394.630000 sec): 3 clusters
  Score: Raw -186454.093594 + Penalty 2469.479782 = -183984.613812
  nChanged 10
		SP:Iteration 25Q (181394.730000 sec): 3 clusters
  Score: Raw -186463.138591 + Penalty 2469.479782 = -183993.658809
  nChanged 5
		SP:Iteration 26Q (181394.760000 sec): 3 clusters
  Score: Raw -186467.834405 + Penalty 2469.479782 = -183998.354623
  nChanged 10
		SP:Iteration 27Q (181394.800000 sec): 3 clusters
  Score: Raw -186474.903609 + Penalty 2469.479782 = -184005.423827
  nChanged 8
		SP:Iteration 28Q (181394.840000 sec): 3 clusters
  Score: Raw -186479.014921 + Penalty 2469.479782 = -184009.535139
  nChanged 4
		SP:Iteration 29Q (181394.880000 sec): 3 clusters
  Score: Raw -186480.975954 + Penalty 2469.479782 = -184011.496172
  nChanged 5
		SP:Iteration 30Q (181394.920000 sec): 3 clusters
  Score: Raw -186484.854089 + Penalty 2469.479782 = -184015.374307
  nChanged 10
		SP:Iteration 31Q (181395.080000 sec): 3 clusters
  Score: Raw -186493.409050 + Penalty 2469.479782 = -184023.929268
  nChanged 21
		SP:Iteration 32Q (181395.250000 sec): 3 clusters
  Score: Raw -186521.432227 + Penalty 2469.479782 = -184051.952445
  nChanged 25
		SP:Iteration 33Q (181395.430000 sec): 3 clusters
  Score: Raw -186559.359702 + Penalty 2469.479782 = -184089.879920
  nChanged 45
		SP:Iteration 34Q (181395.610000 sec): 3 clusters
  Score: Raw -186635.014684 + Penalty 2469.479782 = -184165.534902
  nChanged 56
		SP:Iteration 35Q (181395.780000 sec): 3 clusters
  Score: Raw -186745.859641 + Penalty 2469.479782 = -184276.379859
  nChanged 51
		SP:Iteration 36Q (181395.910000 sec): 3 clusters
  Score: Raw -186834.787389 + Penalty 2469.479782 = -184365.307607
  nChanged 37
		SP:Iteration 37Q (181396.090000 sec): 3 clusters
  Score: Raw -186897.610710 + Penalty 2469.479782 = -184428.130928
  nChanged 28
		SP:Iteration 38Q (181396.270000 sec): 3 clusters
  Score: Raw -186941.213772 + Penalty 2469.479782 = -184471.733990
  nChanged 15
		SP:Iteration 39Q (181396.440000 sec): 3 clusters
  Score: Raw -186959.806824 + Penalty 2469.479782 = -184490.327042
  nChanged 11
		SP:Iteration 40F (181396.620000 sec): 3 clusters
  Score: Raw -186971.407499 + Penalty 2469.479782 = -184501.927717
  nChanged 10
		SP:Iteration 41Q (181396.790000 sec): 3 clusters
  Score: Raw -186980.067784 + Penalty 2469.479782 = -184510.588002
  nChanged 10
		SP:Iteration 42Q (181396.970000 sec): 3 clusters
  Score: Raw -186988.748297 + Penalty 2469.479782 = -184519.268515
  nChanged 5
		SP:Iteration 43Q (181397.140000 sec): 3 clusters
  Score: Raw -186991.827299 + Penalty 2469.479782 = -184522.347517
  nChanged 2
		SP:Iteration 44Q (181397.320000 sec): 3 clusters
  Score: Raw -186993.976096 + Penalty 2469.479782 = -184524.496314
  nChanged 1
		SP:Iteration 45Q (181397.490000 sec): 3 clusters
  Score: Raw -186994.852577 + Penalty 2469.479782 = -184525.372795
  nChanged 0
		SP:Iteration 46F (181397.670000 sec): 3 clusters
  Score: Raw -186994.852577 + Penalty 2469.479782 = -184525.372795
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (6238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181397.790000 sec): 2 clusters
  Score: Raw -568096.974425 + Penalty 1419.992421 = -566676.982005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181398.000000 sec): 3 clusters
  Score: Raw -564771.359386 + Penalty 2839.984842 = -561931.374544
  nChanged 2600
		SP:Iteration 1F (181398.170000 sec): 3 clusters
  Score: Raw -566330.353451 + Penalty 2839.984842 = -563490.368609
  nChanged 536
		SP:Iteration 2F (181398.330000 sec): 3 clusters
  Score: Raw -566709.268941 + Penalty 2839.984842 = -563869.284099
  nChanged 421
		SP:Iteration 3F (181398.540000 sec): 3 clusters
  Score: Raw -567027.149259 + Penalty 2839.984842 = -564187.164417
  nChanged 354
		SP:Iteration 4F (181398.750000 sec): 3 clusters
  Score: Raw -567253.874065 + Penalty 2839.984842 = -564413.889223
  nChanged 287
		SP:Iteration 5Q (181398.960000 sec): 3 clusters
  Score: Raw -567448.395153 + Penalty 2839.984842 = -564608.410312
  nChanged 284
		SP:Iteration 6Q (181399.170000 sec): 3 clusters
  Score: Raw -567638.130714 + Penalty 2839.984842 = -564798.145873
  nChanged 282
		SP:Iteration 7Q (181399.420000 sec): 3 clusters
  Score: Raw -567826.628315 + Penalty 2839.984842 = -564986.643474
  nChanged 244
		SP:Iteration 8Q (181399.590000 sec): 3 clusters
  Score: Raw -567967.986571 + Penalty 2839.984842 = -565128.001729
  nChanged 180
		SP:Iteration 9Q (181399.810000 sec): 3 clusters
  Score: Raw -568069.632008 + Penalty 2839.984842 = -565229.647166
  nChanged 154
		SP:Iteration 10Q (181400.020000 sec): 3 clusters
  Score: Raw -568170.278571 + Penalty 2839.984842 = -565330.293729
  nChanged 158
		SP:Iteration 11Q (181400.190000 sec): 3 clusters
  Score: Raw -568274.982782 + Penalty 2839.984842 = -565434.997940
  nChanged 143
		SP:Iteration 12Q (181400.410000 sec): 3 clusters
  Score: Raw -568364.110396 + Penalty 2839.984842 = -565524.125554
  nChanged 127
		SP:Iteration 13Q (181400.590000 sec): 3 clusters
  Score: Raw -568441.408864 + Penalty 2839.984842 = -565601.424022
  nChanged 125
		SP:Iteration 14Q (181400.760000 sec): 3 clusters
  Score: Raw -568521.615096 + Penalty 2839.984842 = -565681.630254
  nChanged 115
		SP:Iteration 15Q (181400.970000 sec): 3 clusters
  Score: Raw -568626.013650 + Penalty 2839.984842 = -565786.028808
  nChanged 123
		SP:Iteration 16Q (181401.140000 sec): 3 clusters
  Score: Raw -568721.568027 + Penalty 2839.984842 = -565881.583185
  nChanged 109
		SP:Iteration 17Q (181401.320000 sec): 3 clusters
  Score: Raw -568802.731109 + Penalty 2839.984842 = -565962.746268
  nChanged 98
		SP:Iteration 18Q (181401.500000 sec): 3 clusters
  Score: Raw -568855.994240 + Penalty 2839.984842 = -566016.009398
  nChanged 67
		SP:Iteration 19Q (181401.670000 sec): 3 clusters
  Score: Raw -568880.803000 + Penalty 2839.984842 = -566040.818158
  nChanged 42
		SP:Iteration 20F (181401.850000 sec): 3 clusters
  Score: Raw -568893.967677 + Penalty 2839.984842 = -566053.982836
  nChanged 32
		SP:Iteration 21Q (181402.070000 sec): 3 clusters
  Score: Raw -568903.424846 + Penalty 2839.984842 = -566063.440004
  nChanged 24
		SP:Iteration 22Q (181402.240000 sec): 3 clusters
  Score: Raw -568911.294970 + Penalty 2839.984842 = -566071.310128
  nChanged 23
		SP:Iteration 23Q (181402.410000 sec): 3 clusters
  Score: Raw -568917.078942 + Penalty 2839.984842 = -566077.094100
  nChanged 13
		SP:Iteration 24Q (181402.590000 sec): 3 clusters
  Score: Raw -568921.367790 + Penalty 2839.984842 = -566081.382949
  nChanged 17
		SP:Iteration 25Q (181402.720000 sec): 3 clusters
  Score: Raw -568926.829208 + Penalty 2839.984842 = -566086.844367
  nChanged 20
		SP:Iteration 26Q (181402.930000 sec): 3 clusters
  Score: Raw -568931.963231 + Penalty 2839.984842 = -566091.978389
  nChanged 18
		SP:Iteration 27Q (181403.100000 sec): 3 clusters
  Score: Raw -568938.037681 + Penalty 2839.984842 = -566098.052839
  nChanged 22
		SP:Iteration 28Q (181403.270000 sec): 3 clusters
  Score: Raw -568944.584282 + Penalty 2839.984842 = -566104.599440
  nChanged 18
		SP:Iteration 29Q (181403.430000 sec): 3 clusters
  Score: Raw -568948.537312 + Penalty 2839.984842 = -566108.552470
  nChanged 13
		SP:Iteration 30Q (181403.600000 sec): 3 clusters
  Score: Raw -568951.259853 + Penalty 2839.984842 = -566111.275011
  nChanged 10
		SP:Iteration 31Q (181403.770000 sec): 3 clusters
  Score: Raw -568953.537784 + Penalty 2839.984842 = -566113.552942
  nChanged 8
		SP:Iteration 32Q (181403.930000 sec): 3 clusters
  Score: Raw -568955.263020 + Penalty 2839.984842 = -566115.278178
  nChanged 9
		SP:Iteration 33Q (181404.100000 sec): 3 clusters
  Score: Raw -568958.147326 + Penalty 2839.984842 = -566118.162484
  nChanged 11
		SP:Iteration 34Q (181404.270000 sec): 3 clusters
  Score: Raw -568960.273083 + Penalty 2839.984842 = -566120.288241
  nChanged 10
		SP:Iteration 35Q (181404.430000 sec): 3 clusters
  Score: Raw -568961.750159 + Penalty 2839.984842 = -566121.765317
  nChanged 6
		SP:Iteration 36Q (181404.600000 sec): 3 clusters
  Score: Raw -568963.381010 + Penalty 2839.984842 = -566123.396168
  nChanged 7
		SP:Iteration 37Q (181404.770000 sec): 3 clusters
  Score: Raw -568965.383997 + Penalty 2839.984842 = -566125.399155
  nChanged 10
		SP:Iteration 38Q (181404.930000 sec): 3 clusters
  Score: Raw -568967.384733 + Penalty 2839.984842 = -566127.399892
  nChanged 4
		SP:Iteration 39Q (181405.140000 sec): 3 clusters
  Score: Raw -568968.015681 + Penalty 2839.984842 = -566128.030840
  nChanged 2
		SP:Iteration 40F (181405.350000 sec): 3 clusters
  Score: Raw -568968.545115 + Penalty 2839.984842 = -566128.560273
  nChanged 2
		SP:Iteration 41Q (181405.520000 sec): 3 clusters
  Score: Raw -568969.084128 + Penalty 2839.984842 = -566129.099287
  nChanged 1
		SP:Iteration 42Q (181405.690000 sec): 3 clusters
  Score: Raw -568969.201623 + Penalty 2839.984842 = -566129.216781
  nChanged 0
		SP:Iteration 43F (181405.900000 sec): 3 clusters
  Score: Raw -568969.201623 + Penalty 2839.984842 = -566129.216781
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (1953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181405.970000 sec): 2 clusters
  Score: Raw -163738.035074 + Penalty 1231.282314 = -162506.752760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181406.010000 sec): 3 clusters
  Score: Raw -162899.985462 + Penalty 2462.564628 = -160437.420835
  nChanged 688
		SP:Iteration 1F (181406.050000 sec): 3 clusters
  Score: Raw -163439.282244 + Penalty 2462.564628 = -160976.717617
  nChanged 201
		SP:Iteration 2F (181406.090000 sec): 3 clusters
  Score: Raw -163657.698600 + Penalty 2462.564628 = -161195.133972
  nChanged 141
		SP:Iteration 3F (181406.130000 sec): 3 clusters
  Score: Raw -163827.408949 + Penalty 2462.564628 = -161364.844321
  nChanged 108
		SP:Iteration 4F (181406.170000 sec): 3 clusters
  Score: Raw -163948.143652 + Penalty 2462.564628 = -161485.579025
  nChanged 76
		SP:Iteration 5Q (181406.210000 sec): 3 clusters
  Score: Raw -164037.554551 + Penalty 2462.564628 = -161574.989924
  nChanged 68
		SP:Iteration 6Q (181406.250000 sec): 3 clusters
  Score: Raw -164109.965654 + Penalty 2462.564628 = -161647.401027
  nChanged 54
		SP:Iteration 7Q (181406.300000 sec): 3 clusters
  Score: Raw -164170.376171 + Penalty 2462.564628 = -161707.811544
  nChanged 47
		SP:Iteration 8Q (181406.340000 sec): 3 clusters
  Score: Raw -164214.192360 + Penalty 2462.564628 = -161751.627732
  nChanged 42
		SP:Iteration 9Q (181406.380000 sec): 3 clusters
  Score: Raw -164278.982087 + Penalty 2462.564628 = -161816.417460
  nChanged 50
		SP:Iteration 10Q (181406.420000 sec): 3 clusters
  Score: Raw -164362.928948 + Penalty 2462.564628 = -161900.364320
  nChanged 46
		SP:Iteration 11Q (181406.460000 sec): 3 clusters
  Score: Raw -164430.417392 + Penalty 2462.564628 = -161967.852765
  nChanged 44
		SP:Iteration 12Q (181406.500000 sec): 3 clusters
  Score: Raw -164484.582085 + Penalty 2462.564628 = -162022.017458
  nChanged 35
		SP:Iteration 13Q (181406.540000 sec): 3 clusters
  Score: Raw -164535.841214 + Penalty 2462.564628 = -162073.276586
  nChanged 27
		SP:Iteration 14Q (181406.580000 sec): 3 clusters
  Score: Raw -164586.495558 + Penalty 2462.564628 = -162123.930931
  nChanged 21
		SP:Iteration 15Q (181406.630000 sec): 3 clusters
  Score: Raw -164621.826882 + Penalty 2462.564628 = -162159.262254
  nChanged 27
		SP:Iteration 16Q (181406.670000 sec): 3 clusters
  Score: Raw -164656.792639 + Penalty 2462.564628 = -162194.228011
  nChanged 16
		SP:Iteration 17Q (181406.710000 sec): 3 clusters
  Score: Raw -164675.996166 + Penalty 2462.564628 = -162213.431539
  nChanged 10
		SP:Iteration 18Q (181406.750000 sec): 3 clusters
  Score: Raw -164682.977971 + Penalty 2462.564628 = -162220.413344
  nChanged 7
		SP:Iteration 19Q (181406.790000 sec): 3 clusters
  Score: Raw -164687.204249 + Penalty 2462.564628 = -162224.639622
  nChanged 5
		SP:Iteration 20F (181406.830000 sec): 3 clusters
  Score: Raw -164691.911434 + Penalty 2462.564628 = -162229.346806
  nChanged 1
		SP:Iteration 21Q (181406.870000 sec): 3 clusters
  Score: Raw -164692.498884 + Penalty 2462.564628 = -162229.934256
  nChanged 1
		SP:Iteration 22Q (181406.910000 sec): 3 clusters
  Score: Raw -164693.712343 + Penalty 2462.564628 = -162231.147715
  nChanged 3
		SP:Iteration 23Q (181406.950000 sec): 3 clusters
  Score: Raw -164695.159753 + Penalty 2462.564628 = -162232.595125
  nChanged 1
		SP:Iteration 24Q (181406.990000 sec): 3 clusters
  Score: Raw -164695.914147 + Penalty 2462.564628 = -162233.349519
  nChanged 1
		SP:Iteration 25Q (181407.030000 sec): 3 clusters
  Score: Raw -164696.313888 + Penalty 2462.564628 = -162233.749260
  nChanged 1
		SP:Iteration 26Q (181407.070000 sec): 3 clusters
  Score: Raw -164696.766205 + Penalty 2462.564628 = -162234.201577
  nChanged 1
		SP:Iteration 27Q (181407.120000 sec): 3 clusters
  Score: Raw -164697.466895 + Penalty 2462.564628 = -162234.902267
  nChanged 2
		SP:Iteration 28Q (181407.160000 sec): 3 clusters
  Score: Raw -164698.545983 + Penalty 2462.564628 = -162235.981355
  nChanged 0
		SP:Iteration 29F (181407.200000 sec): 3 clusters
  Score: Raw -164698.545983 + Penalty 2462.564628 = -162235.981355
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (7371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181407.330000 sec): 2 clusters
  Score: Raw -676390.420903 + Penalty 1447.112657 = -674943.308246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181407.540000 sec): 3 clusters
  Score: Raw -672353.206557 + Penalty 2894.225315 = -669458.981242
  nChanged 3093
		SP:Iteration 1F (181407.740000 sec): 3 clusters
  Score: Raw -674220.523194 + Penalty 2894.225315 = -671326.297879
  nChanged 651
		SP:Iteration 2F (181407.950000 sec): 3 clusters
  Score: Raw -674788.010988 + Penalty 2894.225315 = -671893.785673
  nChanged 602
		SP:Iteration 3F (181408.150000 sec): 3 clusters
  Score: Raw -675295.436786 + Penalty 2894.225315 = -672401.211472
  nChanged 519
		SP:Iteration 4F (181408.350000 sec): 3 clusters
  Score: Raw -675679.576972 + Penalty 2894.225315 = -672785.351658
  nChanged 430
		SP:Iteration 5F (181408.550000 sec): 3 clusters
  Score: Raw -675961.658562 + Penalty 2894.225315 = -673067.433247
  nChanged 342
		SP:Iteration 6Q (181408.750000 sec): 3 clusters
  Score: Raw -676158.287750 + Penalty 2894.225315 = -673264.062435
  nChanged 259
		SP:Iteration 7Q (181408.950000 sec): 3 clusters
  Score: Raw -676287.163715 + Penalty 2894.225315 = -673392.938400
  nChanged 213
		SP:Iteration 8Q (181409.150000 sec): 3 clusters
  Score: Raw -676381.871030 + Penalty 2894.225315 = -673487.645716
  nChanged 176
		SP:Iteration 9Q (181409.350000 sec): 3 clusters
  Score: Raw -676455.266508 + Penalty 2894.225315 = -673561.041193
  nChanged 157
		SP:Iteration 10Q (181409.590000 sec): 3 clusters
  Score: Raw -676525.628221 + Penalty 2894.225315 = -673631.402906
  nChanged 153
		SP:Iteration 11Q (181409.750000 sec): 3 clusters
  Score: Raw -676585.264546 + Penalty 2894.225315 = -673691.039231
  nChanged 135
		SP:Iteration 12Q (181409.960000 sec): 3 clusters
  Score: Raw -676637.580524 + Penalty 2894.225315 = -673743.355209
  nChanged 122
		SP:Iteration 13Q (181410.170000 sec): 3 clusters
  Score: Raw -676674.244418 + Penalty 2894.225315 = -673780.019103
  nChanged 96
		SP:Iteration 14Q (181410.370000 sec): 3 clusters
  Score: Raw -676697.729358 + Penalty 2894.225315 = -673803.504043
  nChanged 64
		SP:Iteration 15Q (181410.570000 sec): 3 clusters
  Score: Raw -676715.637951 + Penalty 2894.225315 = -673821.412636
  nChanged 61
		SP:Iteration 16Q (181410.780000 sec): 3 clusters
  Score: Raw -676732.669461 + Penalty 2894.225315 = -673838.444146
  nChanged 56
		SP:Iteration 17Q (181410.980000 sec): 3 clusters
  Score: Raw -676745.513636 + Penalty 2894.225315 = -673851.288321
  nChanged 44
		SP:Iteration 18Q (181411.180000 sec): 3 clusters
  Score: Raw -676758.369864 + Penalty 2894.225315 = -673864.144549
  nChanged 58
		SP:Iteration 19Q (181411.380000 sec): 3 clusters
  Score: Raw -676774.936334 + Penalty 2894.225315 = -673880.711019
  nChanged 53
		SP:Iteration 20F (181411.580000 sec): 3 clusters
  Score: Raw -676786.148539 + Penalty 2894.225315 = -673891.923224
  nChanged 42
		SP:Iteration 21Q (181411.780000 sec): 3 clusters
  Score: Raw -676797.494319 + Penalty 2894.225315 = -673903.269004
  nChanged 45
		SP:Iteration 22Q (181411.980000 sec): 3 clusters
  Score: Raw -676807.333586 + Penalty 2894.225315 = -673913.108271
  nChanged 43
		SP:Iteration 23Q (181412.180000 sec): 3 clusters
  Score: Raw -676817.173554 + Penalty 2894.225315 = -673922.948239
  nChanged 33
		SP:Iteration 24Q (181412.380000 sec): 3 clusters
  Score: Raw -676825.779446 + Penalty 2894.225315 = -673931.554131
  nChanged 36
		SP:Iteration 25Q (181412.580000 sec): 3 clusters
  Score: Raw -676833.643692 + Penalty 2894.225315 = -673939.418377
  nChanged 31
		SP:Iteration 26Q (181412.790000 sec): 3 clusters
  Score: Raw -676842.634652 + Penalty 2894.225315 = -673948.409337
  nChanged 38
		SP:Iteration 27Q (181412.990000 sec): 3 clusters
  Score: Raw -676853.073190 + Penalty 2894.225315 = -673958.847875
  nChanged 52
		SP:Iteration 28Q (181413.190000 sec): 3 clusters
  Score: Raw -676866.727120 + Penalty 2894.225315 = -673972.501805
  nChanged 52
		SP:Iteration 29Q (181413.390000 sec): 3 clusters
  Score: Raw -676881.577829 + Penalty 2894.225315 = -673987.352514
  nChanged 42
		SP:Iteration 30Q (181413.590000 sec): 3 clusters
  Score: Raw -676891.169313 + Penalty 2894.225315 = -673996.943998
  nChanged 42
		SP:Iteration 31Q (181413.790000 sec): 3 clusters
  Score: Raw -676900.799864 + Penalty 2894.225315 = -674006.574549
  nChanged 41
		SP:Iteration 32Q (181414.000000 sec): 3 clusters
  Score: Raw -676909.936774 + Penalty 2894.225315 = -674015.711459
  nChanged 42
		SP:Iteration 33Q (181414.200000 sec): 3 clusters
  Score: Raw -676918.597506 + Penalty 2894.225315 = -674024.372191
  nChanged 29
		SP:Iteration 34Q (181414.400000 sec): 3 clusters
  Score: Raw -676926.618212 + Penalty 2894.225315 = -674032.392897
  nChanged 34
		SP:Iteration 35Q (181414.600000 sec): 3 clusters
  Score: Raw -676932.307564 + Penalty 2894.225315 = -674038.082250
  nChanged 22
		SP:Iteration 36Q (181414.810000 sec): 3 clusters
  Score: Raw -676936.313328 + Penalty 2894.225315 = -674042.088013
  nChanged 20
		SP:Iteration 37Q (181415.010000 sec): 3 clusters
  Score: Raw -676939.924525 + Penalty 2894.225315 = -674045.699210
  nChanged 21
		SP:Iteration 38Q (181415.170000 sec): 3 clusters
  Score: Raw -676943.371842 + Penalty 2894.225315 = -674049.146527
  nChanged 14
		SP:Iteration 39Q (181415.280000 sec): 3 clusters
  Score: Raw -676945.097103 + Penalty 2894.225315 = -674050.871788
  nChanged 15
		SP:Iteration 40F (181415.390000 sec): 3 clusters
  Score: Raw -676947.223078 + Penalty 2894.225315 = -674052.997763
  nChanged 10
		SP:Iteration 41Q (181415.510000 sec): 3 clusters
  Score: Raw -676949.114646 + Penalty 2894.225315 = -674054.889331
  nChanged 14
		SP:Iteration 42Q (181415.620000 sec): 3 clusters
  Score: Raw -676952.215721 + Penalty 2894.225315 = -674057.990406
  nChanged 17
		SP:Iteration 43Q (181415.740000 sec): 3 clusters
  Score: Raw -676958.106615 + Penalty 2894.225315 = -674063.881300
  nChanged 18
		SP:Iteration 44Q (181415.930000 sec): 3 clusters
  Score: Raw -676962.639202 + Penalty 2894.225315 = -674068.413887
  nChanged 24
		SP:Iteration 45Q (181416.130000 sec): 3 clusters
  Score: Raw -676967.073148 + Penalty 2894.225315 = -674072.847833
  nChanged 18
		SP:Iteration 46Q (181416.330000 sec): 3 clusters
  Score: Raw -676970.317916 + Penalty 2894.225315 = -674076.092601
  nChanged 13
		SP:Iteration 47Q (181416.530000 sec): 3 clusters
  Score: Raw -676973.812379 + Penalty 2894.225315 = -674079.587064
  nChanged 17
		SP:Iteration 48Q (181416.730000 sec): 3 clusters
  Score: Raw -676977.690385 + Penalty 2894.225315 = -674083.465070
  nChanged 16
		SP:Iteration 49Q (181416.930000 sec): 3 clusters
  Score: Raw -676981.120619 + Penalty 2894.225315 = -674086.895304
  nChanged 15
		SP:Iteration 50Q (181417.130000 sec): 3 clusters
  Score: Raw -676984.128528 + Penalty 2894.225315 = -674089.903213
  nChanged 17
		SP:Iteration 51Q (181417.330000 sec): 3 clusters
  Score: Raw -676988.137821 + Penalty 2894.225315 = -674093.912507
  nChanged 16
		SP:Iteration 52Q (181417.530000 sec): 3 clusters
  Score: Raw -676992.644523 + Penalty 2894.225315 = -674098.419208
  nChanged 25
		SP:Iteration 53Q (181417.730000 sec): 3 clusters
  Score: Raw -676998.072423 + Penalty 2894.225315 = -674103.847108
  nChanged 16
		SP:Iteration 54Q (181417.930000 sec): 3 clusters
  Score: Raw -677001.463896 + Penalty 2894.225315 = -674107.238581
  nChanged 14
		SP:Iteration 55Q (181418.130000 sec): 3 clusters
  Score: Raw -677005.021986 + Penalty 2894.225315 = -674110.796672
  nChanged 13
		SP:Iteration 56Q (181418.330000 sec): 3 clusters
  Score: Raw -677007.791549 + Penalty 2894.225315 = -674113.566234
  nChanged 15
		SP:Iteration 57Q (181418.540000 sec): 3 clusters
  Score: Raw -677010.609459 + Penalty 2894.225315 = -674116.384144
  nChanged 17
		SP:Iteration 58Q (181418.740000 sec): 3 clusters
  Score: Raw -677014.653543 + Penalty 2894.225315 = -674120.428228
  nChanged 14
		SP:Iteration 59Q (181418.940000 sec): 3 clusters
  Score: Raw -677018.748283 + Penalty 2894.225315 = -674124.522969
  nChanged 18
		SP:Iteration 60F (181419.140000 sec): 3 clusters
  Score: Raw -677022.194350 + Penalty 2894.225315 = -674127.969035
  nChanged 13
		SP:Iteration 61Q (181419.340000 sec): 3 clusters
  Score: Raw -677024.376320 + Penalty 2894.225315 = -674130.151005
  nChanged 14
		SP:Iteration 62Q (181419.550000 sec): 3 clusters
  Score: Raw -677027.642592 + Penalty 2894.225315 = -674133.417277
  nChanged 10
		SP:Iteration 63Q (181419.750000 sec): 3 clusters
  Score: Raw -677029.403229 + Penalty 2894.225315 = -674135.177914
  nChanged 16
		SP:Iteration 64Q (181419.950000 sec): 3 clusters
  Score: Raw -677033.182353 + Penalty 2894.225315 = -674138.957038
  nChanged 12
		SP:Iteration 65Q (181420.190000 sec): 3 clusters
  Score: Raw -677035.356674 + Penalty 2894.225315 = -674141.131359
  nChanged 10
		SP:Iteration 66Q (181420.390000 sec): 3 clusters
  Score: Raw -677037.713386 + Penalty 2894.225315 = -674143.488071
  nChanged 11
		SP:Iteration 67Q (181420.600000 sec): 3 clusters
  Score: Raw -677039.084511 + Penalty 2894.225315 = -674144.859196
  nChanged 8
		SP:Iteration 68Q (181420.800000 sec): 3 clusters
  Score: Raw -677040.193738 + Penalty 2894.225315 = -674145.968424
  nChanged 7
		SP:Iteration 69Q (181421.010000 sec): 3 clusters
  Score: Raw -677041.140688 + Penalty 2894.225315 = -674146.915373
  nChanged 5
		SP:Iteration 70Q (181421.210000 sec): 3 clusters
  Score: Raw -677043.004251 + Penalty 2894.225315 = -674148.778936
  nChanged 6
		SP:Iteration 71Q (181421.410000 sec): 3 clusters
  Score: Raw -677043.872416 + Penalty 2894.225315 = -674149.647101
  nChanged 4
		SP:Iteration 72Q (181421.610000 sec): 3 clusters
  Score: Raw -677044.663965 + Penalty 2894.225315 = -674150.438650
  nChanged 3
		SP:Iteration 73Q (181421.810000 sec): 3 clusters
  Score: Raw -677045.295489 + Penalty 2894.225315 = -674151.070174
  nChanged 5
		SP:Iteration 74Q (181422.010000 sec): 3 clusters
  Score: Raw -677046.396496 + Penalty 2894.225315 = -674152.171181
  nChanged 6
		SP:Iteration 75Q (181422.220000 sec): 3 clusters
  Score: Raw -677047.527522 + Penalty 2894.225315 = -674153.302207
  nChanged 7
		SP:Iteration 76Q (181422.420000 sec): 3 clusters
  Score: Raw -677049.391280 + Penalty 2894.225315 = -674155.165965
  nChanged 14
		SP:Iteration 77Q (181422.620000 sec): 3 clusters
  Score: Raw -677051.880011 + Penalty 2894.225315 = -674157.654696
  nChanged 10
		SP:Iteration 78Q (181422.830000 sec): 3 clusters
  Score: Raw -677053.661298 + Penalty 2894.225315 = -674159.435983
  nChanged 5
		SP:Iteration 79Q (181423.030000 sec): 3 clusters
  Score: Raw -677054.458655 + Penalty 2894.225315 = -674160.233341
  nChanged 5
		SP:Iteration 80F (181423.230000 sec): 3 clusters
  Score: Raw -677055.145820 + Penalty 2894.225315 = -674160.920505
  nChanged 1
		SP:Iteration 81Q (181423.430000 sec): 3 clusters
  Score: Raw -677055.339729 + Penalty 2894.225315 = -674161.114414
  nChanged 1
		SP:Iteration 82Q (181423.630000 sec): 3 clusters
  Score: Raw -677055.646146 + Penalty 2894.225315 = -674161.420831
  nChanged 0
		SP:Iteration 83F (181423.830000 sec): 3 clusters
  Score: Raw -677055.646146 + Penalty 2894.225315 = -674161.420831
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181423.940000 sec): 2 clusters
  Score: Raw -232432.481807 + Penalty 1295.749711 = -231136.732096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181424.110000 sec): 3 clusters
  Score: Raw -231087.895024 + Penalty 2591.499422 = -228496.395602
  nChanged 1118
		SP:Iteration 1F (181424.290000 sec): 3 clusters
  Score: Raw -231865.652771 + Penalty 2591.499422 = -229274.153349
  nChanged 284
		SP:Iteration 2F (181424.470000 sec): 3 clusters
  Score: Raw -232151.613128 + Penalty 2591.499422 = -229560.113706
  nChanged 241
		SP:Iteration 3F (181424.640000 sec): 3 clusters
  Score: Raw -232426.821152 + Penalty 2591.499422 = -229835.321730
  nChanged 209
		SP:Iteration 4F (181424.820000 sec): 3 clusters
  Score: Raw -232695.146743 + Penalty 2591.499422 = -230103.647321
  nChanged 187
		SP:Iteration 5F (181424.990000 sec): 3 clusters
  Score: Raw -232926.992163 + Penalty 2591.499422 = -230335.492741
  nChanged 134
		SP:Iteration 6Q (181425.170000 sec): 3 clusters
  Score: Raw -233071.357685 + Penalty 2591.499422 = -230479.858262
  nChanged 105
		SP:Iteration 7Q (181425.350000 sec): 3 clusters
  Score: Raw -233180.706814 + Penalty 2591.499422 = -230589.207392
  nChanged 96
		SP:Iteration 8Q (181425.520000 sec): 3 clusters
  Score: Raw -233275.196304 + Penalty 2591.499422 = -230683.696882
  nChanged 67
		SP:Iteration 9Q (181425.700000 sec): 3 clusters
  Score: Raw -233332.753151 + Penalty 2591.499422 = -230741.253729
  nChanged 49
		SP:Iteration 10Q (181425.870000 sec): 3 clusters
  Score: Raw -233373.037776 + Penalty 2591.499422 = -230781.538354
  nChanged 46
		SP:Iteration 11Q (181426.050000 sec): 3 clusters
  Score: Raw -233400.895050 + Penalty 2591.499422 = -230809.395628
  nChanged 33
		SP:Iteration 12Q (181426.230000 sec): 3 clusters
  Score: Raw -233422.272661 + Penalty 2591.499422 = -230830.773239
  nChanged 33
		SP:Iteration 13Q (181426.400000 sec): 3 clusters
  Score: Raw -233445.456869 + Penalty 2591.499422 = -230853.957447
  nChanged 35
		SP:Iteration 14Q (181426.580000 sec): 3 clusters
  Score: Raw -233467.147989 + Penalty 2591.499422 = -230875.648567
  nChanged 22
		SP:Iteration 15Q (181426.750000 sec): 3 clusters
  Score: Raw -233480.281395 + Penalty 2591.499422 = -230888.781973
  nChanged 15
		SP:Iteration 16Q (181426.930000 sec): 3 clusters
  Score: Raw -233486.311599 + Penalty 2591.499422 = -230894.812177
  nChanged 13
		SP:Iteration 17Q (181427.090000 sec): 3 clusters
  Score: Raw -233492.568145 + Penalty 2591.499422 = -230901.068723
  nChanged 13
		SP:Iteration 18Q (181427.270000 sec): 3 clusters
  Score: Raw -233500.213603 + Penalty 2591.499422 = -230908.714181
  nChanged 12
		SP:Iteration 19Q (181427.450000 sec): 3 clusters
  Score: Raw -233506.610380 + Penalty 2591.499422 = -230915.110958
  nChanged 11
		SP:Iteration 20F (181427.620000 sec): 3 clusters
  Score: Raw -233512.328561 + Penalty 2591.499422 = -230920.829139
  nChanged 10
		SP:Iteration 21Q (181427.800000 sec): 3 clusters
  Score: Raw -233518.631217 + Penalty 2591.499422 = -230927.131795
  nChanged 13
		SP:Iteration 22Q (181427.970000 sec): 3 clusters
  Score: Raw -233524.008278 + Penalty 2591.499422 = -230932.508856
  nChanged 6
		SP:Iteration 23Q (181428.150000 sec): 3 clusters
  Score: Raw -233526.510904 + Penalty 2591.499422 = -230935.011482
  nChanged 4
		SP:Iteration 24Q (181428.330000 sec): 3 clusters
  Score: Raw -233527.932929 + Penalty 2591.499422 = -230936.433507
  nChanged 2
		SP:Iteration 25Q (181428.500000 sec): 3 clusters
  Score: Raw -233528.937003 + Penalty 2591.499422 = -230937.437580
  nChanged 2
		SP:Iteration 26Q (181428.680000 sec): 3 clusters
  Score: Raw -233529.947003 + Penalty 2591.499422 = -230938.447581
  nChanged 2
		SP:Iteration 27Q (181428.850000 sec): 3 clusters
  Score: Raw -233530.409829 + Penalty 2591.499422 = -230938.910407
  nChanged 3
		SP:Iteration 28Q (181429.030000 sec): 3 clusters
  Score: Raw -233531.710629 + Penalty 2591.499422 = -230940.211207
  nChanged 3
		SP:Iteration 29Q (181429.210000 sec): 3 clusters
  Score: Raw -233532.725770 + Penalty 2591.499422 = -230941.226348
  nChanged 1
		SP:Iteration 30Q (181429.380000 sec): 3 clusters
  Score: Raw -233533.316012 + Penalty 2591.499422 = -230941.816590
  nChanged 0
		SP:Iteration 31F (181429.550000 sec): 3 clusters
  Score: Raw -233533.316012 + Penalty 2591.499422 = -230941.816590
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (2892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181429.620000 sec): 2 clusters
  Score: Raw -245239.836521 + Penalty 1295.076832 = -243944.759689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181429.790000 sec): 3 clusters
  Score: Raw -243899.847063 + Penalty 2590.153665 = -241309.693398
  nChanged 1079
		SP:Iteration 1F (181429.960000 sec): 3 clusters
  Score: Raw -244668.317915 + Penalty 2590.153665 = -242078.164250
  nChanged 291
		SP:Iteration 2F (181430.120000 sec): 3 clusters
  Score: Raw -244957.872302 + Penalty 2590.153665 = -242367.718637
  nChanged 197
		SP:Iteration 3F (181430.280000 sec): 3 clusters
  Score: Raw -245154.760686 + Penalty 2590.153665 = -242564.607021
  nChanged 159
		SP:Iteration 4F (181430.350000 sec): 3 clusters
  Score: Raw -245291.353793 + Penalty 2590.153665 = -242701.200128
  nChanged 131
		SP:Iteration 5Q (181430.400000 sec): 3 clusters
  Score: Raw -245403.621762 + Penalty 2590.153665 = -242813.468097
  nChanged 113
		SP:Iteration 6Q (181430.450000 sec): 3 clusters
  Score: Raw -245490.960632 + Penalty 2590.153665 = -242900.806968
  nChanged 76
		SP:Iteration 7Q (181430.510000 sec): 3 clusters
  Score: Raw -245542.450997 + Penalty 2590.153665 = -242952.297332
  nChanged 64
		SP:Iteration 8Q (181430.560000 sec): 3 clusters
  Score: Raw -245583.482161 + Penalty 2590.153665 = -242993.328496
  nChanged 62
		SP:Iteration 9Q (181430.610000 sec): 3 clusters
  Score: Raw -245615.669998 + Penalty 2590.153665 = -243025.516334
  nChanged 48
		SP:Iteration 10Q (181430.670000 sec): 3 clusters
  Score: Raw -245645.431404 + Penalty 2590.153665 = -243055.277739
  nChanged 50
		SP:Iteration 11Q (181430.720000 sec): 3 clusters
  Score: Raw -245676.793037 + Penalty 2590.153665 = -243086.639373
  nChanged 55
		SP:Iteration 12Q (181430.770000 sec): 3 clusters
  Score: Raw -245709.773345 + Penalty 2590.153665 = -243119.619680
  nChanged 38
		SP:Iteration 13Q (181430.830000 sec): 3 clusters
  Score: Raw -245729.309300 + Penalty 2590.153665 = -243139.155636
  nChanged 34
		SP:Iteration 14Q (181430.880000 sec): 3 clusters
  Score: Raw -245751.186035 + Penalty 2590.153665 = -243161.032370
  nChanged 28
		SP:Iteration 15Q (181430.930000 sec): 3 clusters
  Score: Raw -245769.737297 + Penalty 2590.153665 = -243179.583633
  nChanged 28
		SP:Iteration 16Q (181430.990000 sec): 3 clusters
  Score: Raw -245789.030890 + Penalty 2590.153665 = -243198.877225
  nChanged 34
		SP:Iteration 17Q (181431.040000 sec): 3 clusters
  Score: Raw -245807.034425 + Penalty 2590.153665 = -243216.880761
  nChanged 22
		SP:Iteration 18Q (181431.210000 sec): 3 clusters
  Score: Raw -245817.546139 + Penalty 2590.153665 = -243227.392474
  nChanged 26
		SP:Iteration 19Q (181431.390000 sec): 3 clusters
  Score: Raw -245829.489967 + Penalty 2590.153665 = -243239.336302
  nChanged 18
		SP:Iteration 20F (181431.570000 sec): 3 clusters
  Score: Raw -245836.969807 + Penalty 2590.153665 = -243246.816143
  nChanged 12
		SP:Iteration 21Q (181431.740000 sec): 3 clusters
  Score: Raw -245840.044920 + Penalty 2590.153665 = -243249.891255
  nChanged 6
		SP:Iteration 22Q (181431.920000 sec): 3 clusters
  Score: Raw -245843.181822 + Penalty 2590.153665 = -243253.028158
  nChanged 4
		SP:Iteration 23Q (181432.090000 sec): 3 clusters
  Score: Raw -245844.973295 + Penalty 2590.153665 = -243254.819630
  nChanged 3
		SP:Iteration 24Q (181432.270000 sec): 3 clusters
  Score: Raw -245845.567524 + Penalty 2590.153665 = -243255.413860
  nChanged 2
		SP:Iteration 25Q (181432.450000 sec): 3 clusters
  Score: Raw -245846.124265 + Penalty 2590.153665 = -243255.970600
  nChanged 2
		SP:Iteration 26Q (181432.620000 sec): 3 clusters
  Score: Raw -245846.822919 + Penalty 2590.153665 = -243256.669255
  nChanged 2
		SP:Iteration 27Q (181432.800000 sec): 3 clusters
  Score: Raw -245847.401897 + Penalty 2590.153665 = -243257.248232
  nChanged 1
		SP:Iteration 28Q (181432.970000 sec): 3 clusters
  Score: Raw -245847.885385 + Penalty 2590.153665 = -243257.731720
  nChanged 2
		SP:Iteration 29Q (181433.150000 sec): 3 clusters
  Score: Raw -245848.372745 + Penalty 2590.153665 = -243258.219080
  nChanged 3
		SP:Iteration 30Q (181433.320000 sec): 3 clusters
  Score: Raw -245849.301502 + Penalty 2590.153665 = -243259.147838
  nChanged 5
		SP:Iteration 31Q (181433.500000 sec): 3 clusters
  Score: Raw -245850.799764 + Penalty 2590.153665 = -243260.646099
  nChanged 10
		SP:Iteration 32Q (181433.670000 sec): 3 clusters
  Score: Raw -245855.090644 + Penalty 2590.153665 = -243264.936979
  nChanged 9
		SP:Iteration 33Q (181433.850000 sec): 3 clusters
  Score: Raw -245857.866655 + Penalty 2590.153665 = -243267.712991
  nChanged 10
		SP:Iteration 34Q (181434.030000 sec): 3 clusters
  Score: Raw -245860.182384 + Penalty 2590.153665 = -243270.028719
  nChanged 6
		SP:Iteration 35Q (181434.200000 sec): 3 clusters
  Score: Raw -245861.312605 + Penalty 2590.153665 = -243271.158940
  nChanged 3
		SP:Iteration 36Q (181434.380000 sec): 3 clusters
  Score: Raw -245862.036523 + Penalty 2590.153665 = -243271.882858
  nChanged 1
		SP:Iteration 37Q (181434.550000 sec): 3 clusters
  Score: Raw -245862.277102 + Penalty 2590.153665 = -243272.123437
  nChanged 1
		SP:Iteration 38Q (181434.730000 sec): 3 clusters
  Score: Raw -245863.274238 + Penalty 2590.153665 = -243273.120573
  nChanged 2
		SP:Iteration 39Q (181434.910000 sec): 3 clusters
  Score: Raw -245863.976269 + Penalty 2590.153665 = -243273.822604
  nChanged 4
		SP:Iteration 40F (181435.080000 sec): 3 clusters
  Score: Raw -245865.643717 + Penalty 2590.153665 = -243275.490053
  nChanged 7
		SP:Iteration 41Q (181435.250000 sec): 3 clusters
  Score: Raw -245867.460329 + Penalty 2590.153665 = -243277.306665
  nChanged 4
		SP:Iteration 42Q (181435.410000 sec): 3 clusters
  Score: Raw -245868.978812 + Penalty 2590.153665 = -243278.825148
  nChanged 4
		SP:Iteration 43Q (181435.570000 sec): 3 clusters
  Score: Raw -245869.760490 + Penalty 2590.153665 = -243279.606826
  nChanged 0
		SP:Iteration 44F (181435.740000 sec): 3 clusters
  Score: Raw -245869.760490 + Penalty 2590.153665 = -243279.606826
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (6232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181435.850000 sec): 2 clusters
  Score: Raw -496549.676938 + Penalty 1419.836045 = -495129.840893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181436.080000 sec): 3 clusters
  Score: Raw -493282.331896 + Penalty 2839.672091 = -490442.659805
  nChanged 2571
		SP:Iteration 1F (181436.250000 sec): 3 clusters
  Score: Raw -494843.943241 + Penalty 2839.672091 = -492004.271150
  nChanged 567
		SP:Iteration 2F (181436.410000 sec): 3 clusters
  Score: Raw -495298.421924 + Penalty 2839.672091 = -492458.749833
  nChanged 462
		SP:Iteration 3F (181436.620000 sec): 3 clusters
  Score: Raw -495642.892327 + Penalty 2839.672091 = -492803.220236
  nChanged 378
		SP:Iteration 4F (181436.790000 sec): 3 clusters
  Score: Raw -495887.017818 + Penalty 2839.672091 = -493047.345728
  nChanged 310
		SP:Iteration 5Q (181436.950000 sec): 3 clusters
  Score: Raw -496086.182927 + Penalty 2839.672091 = -493246.510836
  nChanged 246
		SP:Iteration 6Q (181437.120000 sec): 3 clusters
  Score: Raw -496232.602134 + Penalty 2839.672091 = -493392.930043
  nChanged 198
		SP:Iteration 7Q (181437.290000 sec): 3 clusters
  Score: Raw -496349.255654 + Penalty 2839.672091 = -493509.583563
  nChanged 178
		SP:Iteration 8Q (181437.450000 sec): 3 clusters
  Score: Raw -496449.967913 + Penalty 2839.672091 = -493610.295822
  nChanged 153
		SP:Iteration 9Q (181437.640000 sec): 3 clusters
  Score: Raw -496526.068419 + Penalty 2839.672091 = -493686.396328
  nChanged 124
		SP:Iteration 10Q (181437.800000 sec): 3 clusters
  Score: Raw -496585.850515 + Penalty 2839.672091 = -493746.178424
  nChanged 100
		SP:Iteration 11Q (181437.910000 sec): 3 clusters
  Score: Raw -496639.581230 + Penalty 2839.672091 = -493799.909139
  nChanged 88
		SP:Iteration 12Q (181438.030000 sec): 3 clusters
  Score: Raw -496682.817168 + Penalty 2839.672091 = -493843.145077
  nChanged 87
		SP:Iteration 13Q (181438.140000 sec): 3 clusters
  Score: Raw -496730.472520 + Penalty 2839.672091 = -493890.800429
  nChanged 80
		SP:Iteration 14Q (181438.240000 sec): 3 clusters
  Score: Raw -496768.076101 + Penalty 2839.672091 = -493928.404010
  nChanged 72
		SP:Iteration 15Q (181438.340000 sec): 3 clusters
  Score: Raw -496807.569264 + Penalty 2839.672091 = -493967.897173
  nChanged 65
		SP:Iteration 16Q (181438.440000 sec): 3 clusters
  Score: Raw -496836.272344 + Penalty 2839.672091 = -493996.600253
  nChanged 58
		SP:Iteration 17Q (181438.550000 sec): 3 clusters
  Score: Raw -496857.336561 + Penalty 2839.672091 = -494017.664470
  nChanged 46
		SP:Iteration 18Q (181438.660000 sec): 3 clusters
  Score: Raw -496872.671475 + Penalty 2839.672091 = -494032.999384
  nChanged 35
		SP:Iteration 19Q (181438.760000 sec): 3 clusters
  Score: Raw -496882.901610 + Penalty 2839.672091 = -494043.229519
  nChanged 27
		SP:Iteration 20F (181438.870000 sec): 3 clusters
  Score: Raw -496891.127307 + Penalty 2839.672091 = -494051.455216
  nChanged 22
		SP:Iteration 21Q (181438.980000 sec): 3 clusters
  Score: Raw -496897.948126 + Penalty 2839.672091 = -494058.276035
  nChanged 13
		SP:Iteration 22Q (181439.080000 sec): 3 clusters
  Score: Raw -496901.908740 + Penalty 2839.672091 = -494062.236649
  nChanged 20
		SP:Iteration 23Q (181439.190000 sec): 3 clusters
  Score: Raw -496909.005820 + Penalty 2839.672091 = -494069.333729
  nChanged 26
		SP:Iteration 24Q (181439.380000 sec): 3 clusters
  Score: Raw -496915.595438 + Penalty 2839.672091 = -494075.923347
  nChanged 23
		SP:Iteration 25Q (181439.560000 sec): 3 clusters
  Score: Raw -496922.909046 + Penalty 2839.672091 = -494083.236955
  nChanged 20
		SP:Iteration 26Q (181439.720000 sec): 3 clusters
  Score: Raw -496929.808511 + Penalty 2839.672091 = -494090.136420
  nChanged 16
		SP:Iteration 27Q (181439.880000 sec): 3 clusters
  Score: Raw -496934.966126 + Penalty 2839.672091 = -494095.294035
  nChanged 13
		SP:Iteration 28Q (181440.100000 sec): 3 clusters
  Score: Raw -496937.819348 + Penalty 2839.672091 = -494098.147257
  nChanged 10
		SP:Iteration 29Q (181440.260000 sec): 3 clusters
  Score: Raw -496940.551802 + Penalty 2839.672091 = -494100.879712
  nChanged 14
		SP:Iteration 30Q (181440.430000 sec): 3 clusters
  Score: Raw -496945.120590 + Penalty 2839.672091 = -494105.448499
  nChanged 12
		SP:Iteration 31Q (181440.620000 sec): 3 clusters
  Score: Raw -496948.835853 + Penalty 2839.672091 = -494109.163762
  nChanged 13
		SP:Iteration 32Q (181440.730000 sec): 3 clusters
  Score: Raw -496952.173051 + Penalty 2839.672091 = -494112.500960
  nChanged 8
		SP:Iteration 33Q (181440.840000 sec): 3 clusters
  Score: Raw -496953.745331 + Penalty 2839.672091 = -494114.073240
  nChanged 6
		SP:Iteration 34Q (181440.940000 sec): 3 clusters
  Score: Raw -496954.995791 + Penalty 2839.672091 = -494115.323700
  nChanged 5
		SP:Iteration 35Q (181441.140000 sec): 3 clusters
  Score: Raw -496956.493212 + Penalty 2839.672091 = -494116.821122
  nChanged 10
		SP:Iteration 36Q (181441.350000 sec): 3 clusters
  Score: Raw -496959.172530 + Penalty 2839.672091 = -494119.500439
  nChanged 8
		SP:Iteration 37Q (181441.530000 sec): 3 clusters
  Score: Raw -496960.958234 + Penalty 2839.672091 = -494121.286143
  nChanged 5
		SP:Iteration 38Q (181441.740000 sec): 3 clusters
  Score: Raw -496961.888351 + Penalty 2839.672091 = -494122.216260
  nChanged 2
		SP:Iteration 39Q (181441.910000 sec): 3 clusters
  Score: Raw -496962.134169 + Penalty 2839.672091 = -494122.462078
  nChanged 2
		SP:Iteration 40F (181442.070000 sec): 3 clusters
  Score: Raw -496962.407809 + Penalty 2839.672091 = -494122.735718
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (26208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181442.310000 sec): 2 clusters
  Score: Raw -2476228.938562 + Penalty 1653.245748 = -2474575.692814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181442.750000 sec): 3 clusters
  Score: Raw -2460190.219958 + Penalty 3306.491496 = -2456883.728463
  nChanged 11973
		SP:Iteration 1F (181443.100000 sec): 3 clusters
  Score: Raw -2466788.890866 + Penalty 3306.491496 = -2463482.399370
  nChanged 1297
		SP:Iteration 2Q (181443.580000 sec): 3 clusters
  Score: Raw -2467257.916587 + Penalty 3306.491496 = -2463951.425092
  nChanged 1366
		SP:Iteration 3F (181443.940000 sec): 3 clusters
  Score: Raw -2467831.666977 + Penalty 3306.491496 = -2464525.175481
  nChanged 1508
		SP:Iteration 4F (181444.320000 sec): 3 clusters
  Score: Raw -2468564.434411 + Penalty 3306.491496 = -2465257.942916
  nChanged 1588
		SP:Iteration 5F (181444.670000 sec): 3 clusters
  Score: Raw -2469428.143876 + Penalty 3306.491496 = -2466121.652380
  nChanged 1584
		SP:Iteration 6F (181445.020000 sec): 3 clusters
  Score: Raw -2470314.424660 + Penalty 3306.491496 = -2467007.933165
  nChanged 1424
		SP:Iteration 7F (181445.410000 sec): 3 clusters
  Score: Raw -2471097.404980 + Penalty 3306.491496 = -2467790.913484
  nChanged 1316
		SP:Iteration 8F (181445.800000 sec): 3 clusters
  Score: Raw -2471910.732569 + Penalty 3306.491496 = -2468604.241073
  nChanged 1294
		SP:Iteration 9Q (181446.240000 sec): 3 clusters
  Score: Raw -2472825.512794 + Penalty 3306.491496 = -2469519.021299
  nChanged 1248
		SP:Iteration 10Q (181446.680000 sec): 3 clusters
  Score: Raw -2473761.504157 + Penalty 3306.491496 = -2470455.012661
  nChanged 1118
		SP:Iteration 11Q (181447.080000 sec): 3 clusters
  Score: Raw -2474642.977993 + Penalty 3306.491496 = -2471336.486497
  nChanged 826
		SP:Iteration 12Q (181447.470000 sec): 3 clusters
  Score: Raw -2475265.630407 + Penalty 3306.491496 = -2471959.138911
  nChanged 545
		SP:Iteration 13Q (181447.870000 sec): 3 clusters
  Score: Raw -2475701.623552 + Penalty 3306.491496 = -2472395.132057
  nChanged 370
		SP:Iteration 14Q (181448.220000 sec): 3 clusters
  Score: Raw -2476001.009790 + Penalty 3306.491496 = -2472694.518294
  nChanged 213
		SP:Iteration 15Q (181448.570000 sec): 3 clusters
  Score: Raw -2476165.332324 + Penalty 3306.491496 = -2472858.840828
  nChanged 122
		SP:Iteration 16Q (181448.930000 sec): 3 clusters
  Score: Raw -2476269.688510 + Penalty 3306.491496 = -2472963.197014
  nChanged 70
		SP:Iteration 17Q (181449.280000 sec): 3 clusters
  Score: Raw -2476335.108347 + Penalty 3306.491496 = -2473028.616852
  nChanged 42
		SP:Iteration 18Q (181449.640000 sec): 3 clusters
  Score: Raw -2476375.088522 + Penalty 3306.491496 = -2473068.597027
  nChanged 25
		SP:Iteration 19Q (181449.990000 sec): 3 clusters
  Score: Raw -2476398.621669 + Penalty 3306.491496 = -2473092.130173
  nChanged 19
		SP:Iteration 20F (181450.350000 sec): 3 clusters
  Score: Raw -2476417.397807 + Penalty 3306.491496 = -2473110.906311
  nChanged 18
		SP:Iteration 21Q (181450.670000 sec): 3 clusters
  Score: Raw -2476431.858671 + Penalty 3306.491496 = -2473125.367176
  nChanged 12
		SP:Iteration 22Q (181451.020000 sec): 3 clusters
  Score: Raw -2476442.501877 + Penalty 3306.491496 = -2473136.010381
  nChanged 10
		SP:Iteration 23Q (181451.370000 sec): 3 clusters
  Score: Raw -2476455.010916 + Penalty 3306.491496 = -2473148.519421
  nChanged 13
		SP:Iteration 24Q (181451.730000 sec): 3 clusters
  Score: Raw -2476469.279230 + Penalty 3306.491496 = -2473162.787734
  nChanged 10
		SP:Iteration 25Q (181452.080000 sec): 3 clusters
  Score: Raw -2476481.006418 + Penalty 3306.491496 = -2473174.514922
  nChanged 10
		SP:Iteration 26Q (181452.420000 sec): 3 clusters
  Score: Raw -2476494.200748 + Penalty 3306.491496 = -2473187.709252
  nChanged 5
		SP:Iteration 27Q (181452.770000 sec): 3 clusters
  Score: Raw -2476498.962104 + Penalty 3306.491496 = -2473192.470608
  nChanged 2
		SP:Iteration 28Q (181453.130000 sec): 3 clusters
  Score: Raw -2476500.841151 + Penalty 3306.491496 = -2473194.349655
  nChanged 1
		SP:Iteration 29Q (181453.480000 sec): 3 clusters
  Score: Raw -2476501.289555 + Penalty 3306.491496 = -2473194.798059
  nChanged 0
		SP:Iteration 30F (181453.830000 sec): 3 clusters
  Score: Raw -2476501.289555 + Penalty 3306.491496 = -2473194.798059
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (3409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181453.950000 sec): 2 clusters
  Score: Raw -297349.116450 + Penalty 1321.803319 = -296027.313131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181454.130000 sec): 3 clusters
  Score: Raw -295778.304355 + Penalty 2643.606638 = -293134.697717
  nChanged 1279
		SP:Iteration 1F (181454.300000 sec): 3 clusters
  Score: Raw -296511.035556 + Penalty 2643.606638 = -293867.428918
  nChanged 270
		SP:Iteration 2F (181454.480000 sec): 3 clusters
  Score: Raw -296702.536420 + Penalty 2643.606638 = -294058.929781
  nChanged 212
		SP:Iteration 3F (181454.650000 sec): 3 clusters
  Score: Raw -296861.111161 + Penalty 2643.606638 = -294217.504523
  nChanged 191
		SP:Iteration 4F (181454.830000 sec): 3 clusters
  Score: Raw -297012.139223 + Penalty 2643.606638 = -294368.532585
  nChanged 168
		SP:Iteration 5Q (181455.000000 sec): 3 clusters
  Score: Raw -297140.544154 + Penalty 2643.606638 = -294496.937516
  nChanged 148
		SP:Iteration 6Q (181455.180000 sec): 3 clusters
  Score: Raw -297244.146110 + Penalty 2643.606638 = -294600.539471
  nChanged 112
		SP:Iteration 7Q (181455.350000 sec): 3 clusters
  Score: Raw -297326.474472 + Penalty 2643.606638 = -294682.867834
  nChanged 112
		SP:Iteration 8Q (181455.530000 sec): 3 clusters
  Score: Raw -297412.178942 + Penalty 2643.606638 = -294768.572304
  nChanged 94
		SP:Iteration 9Q (181455.710000 sec): 3 clusters
  Score: Raw -297480.695951 + Penalty 2643.606638 = -294837.089313
  nChanged 69
		SP:Iteration 10Q (181455.880000 sec): 3 clusters
  Score: Raw -297519.063272 + Penalty 2643.606638 = -294875.456633
  nChanged 63
		SP:Iteration 11Q (181456.060000 sec): 3 clusters
  Score: Raw -297553.988275 + Penalty 2643.606638 = -294910.381637
  nChanged 55
		SP:Iteration 12Q (181456.230000 sec): 3 clusters
  Score: Raw -297584.466518 + Penalty 2643.606638 = -294940.859880
  nChanged 63
		SP:Iteration 13Q (181456.410000 sec): 3 clusters
  Score: Raw -297621.020077 + Penalty 2643.606638 = -294977.413439
  nChanged 61
		SP:Iteration 14Q (181456.590000 sec): 3 clusters
  Score: Raw -297645.628033 + Penalty 2643.606638 = -295002.021394
  nChanged 37
		SP:Iteration 15Q (181456.660000 sec): 3 clusters
  Score: Raw -297665.481582 + Penalty 2643.606638 = -295021.874943
  nChanged 43
		SP:Iteration 16Q (181456.730000 sec): 3 clusters
  Score: Raw -297685.989309 + Penalty 2643.606638 = -295042.382671
  nChanged 36
		SP:Iteration 17Q (181456.790000 sec): 3 clusters
  Score: Raw -297701.043864 + Penalty 2643.606638 = -295057.437226
  nChanged 29
		SP:Iteration 18Q (181456.860000 sec): 3 clusters
  Score: Raw -297715.937765 + Penalty 2643.606638 = -295072.331126
  nChanged 22
		SP:Iteration 19Q (181456.930000 sec): 3 clusters
  Score: Raw -297725.674723 + Penalty 2643.606638 = -295082.068084
  nChanged 23
		SP:Iteration 20F (181456.990000 sec): 3 clusters
  Score: Raw -297737.621836 + Penalty 2643.606638 = -295094.015198
  nChanged 26
		SP:Iteration 21Q (181457.060000 sec): 3 clusters
  Score: Raw -297746.663050 + Penalty 2643.606638 = -295103.056411
  nChanged 14
		SP:Iteration 22Q (181457.130000 sec): 3 clusters
  Score: Raw -297752.435768 + Penalty 2643.606638 = -295108.829130
  nChanged 9
		SP:Iteration 23Q (181457.190000 sec): 3 clusters
  Score: Raw -297755.949349 + Penalty 2643.606638 = -295112.342711
  nChanged 11
		SP:Iteration 24Q (181457.260000 sec): 3 clusters
  Score: Raw -297758.772184 + Penalty 2643.606638 = -295115.165546
  nChanged 9
		SP:Iteration 25Q (181457.330000 sec): 3 clusters
  Score: Raw -297760.883624 + Penalty 2643.606638 = -295117.276985
  nChanged 6
		SP:Iteration 26Q (181457.390000 sec): 3 clusters
  Score: Raw -297762.411993 + Penalty 2643.606638 = -295118.805354
  nChanged 4
		SP:Iteration 27Q (181457.460000 sec): 3 clusters
  Score: Raw -297764.414468 + Penalty 2643.606638 = -295120.807830
  nChanged 7
		SP:Iteration 28Q (181457.530000 sec): 3 clusters
  Score: Raw -297767.331680 + Penalty 2643.606638 = -295123.725041
  nChanged 6
		SP:Iteration 29Q (181457.590000 sec): 3 clusters
  Score: Raw -297769.422500 + Penalty 2643.606638 = -295125.815861
  nChanged 7
		SP:Iteration 30Q (181457.650000 sec): 3 clusters
  Score: Raw -297772.383932 + Penalty 2643.606638 = -295128.777293
  nChanged 8
		SP:Iteration 31Q (181457.770000 sec): 3 clusters
  Score: Raw -297774.945519 + Penalty 2643.606638 = -295131.338880
  nChanged 7
		SP:Iteration 32Q (181457.840000 sec): 3 clusters
  Score: Raw -297778.211098 + Penalty 2643.606638 = -295134.604460
  nChanged 6
		SP:Iteration 33Q (181457.900000 sec): 3 clusters
  Score: Raw -297779.816397 + Penalty 2643.606638 = -295136.209759
  nChanged 5
		SP:Iteration 34Q (181457.970000 sec): 3 clusters
  Score: Raw -297781.132953 + Penalty 2643.606638 = -295137.526315
  nChanged 5
		SP:Iteration 35Q (181458.030000 sec): 3 clusters
  Score: Raw -297782.246510 + Penalty 2643.606638 = -295138.639871
  nChanged 3
		SP:Iteration 36Q (181458.100000 sec): 3 clusters
  Score: Raw -297782.925615 + Penalty 2643.606638 = -295139.318976
  nChanged 2
		SP:Iteration 37Q (181458.170000 sec): 3 clusters
  Score: Raw -297783.448724 + Penalty 2643.606638 = -295139.842085
  nChanged 0
		SP:Iteration 38F (181458.230000 sec): 3 clusters
  Score: Raw -297783.448724 + Penalty 2643.606638 = -295139.842085
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (4299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181458.330000 sec): 2 clusters
  Score: Raw -369182.178963 + Penalty 1359.497379 = -367822.681584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181458.510000 sec): 3 clusters
  Score: Raw -367001.641163 + Penalty 2718.994758 = -364282.646405
  nChanged 1714
		SP:Iteration 1F (181458.680000 sec): 3 clusters
  Score: Raw -368046.685345 + Penalty 2718.994758 = -365327.690587
  nChanged 332
		SP:Iteration 2F (181458.760000 sec): 3 clusters
  Score: Raw -368277.232567 + Penalty 2718.994758 = -365558.237809
  nChanged 277
		SP:Iteration 3F (181458.840000 sec): 3 clusters
  Score: Raw -368511.222851 + Penalty 2718.994758 = -365792.228093
  nChanged 266
		SP:Iteration 4F (181458.930000 sec): 3 clusters
  Score: Raw -368747.650794 + Penalty 2718.994758 = -366028.656036
  nChanged 240
		SP:Iteration 5F (181459.010000 sec): 3 clusters
  Score: Raw -368978.692460 + Penalty 2718.994758 = -366259.697702
  nChanged 234
		SP:Iteration 6F (181459.090000 sec): 3 clusters
  Score: Raw -369214.121944 + Penalty 2718.994758 = -366495.127186
  nChanged 217
		SP:Iteration 7F (181459.180000 sec): 3 clusters
  Score: Raw -369453.495146 + Penalty 2718.994758 = -366734.500389
  nChanged 199
		SP:Iteration 8Q (181459.260000 sec): 3 clusters
  Score: Raw -369688.111527 + Penalty 2718.994758 = -366969.116769
  nChanged 180
		SP:Iteration 9Q (181459.350000 sec): 3 clusters
  Score: Raw -369911.440855 + Penalty 2718.994758 = -367192.446097
  nChanged 156
		SP:Iteration 10Q (181459.430000 sec): 3 clusters
  Score: Raw -370073.863061 + Penalty 2718.994758 = -367354.868303
  nChanged 109
		SP:Iteration 11Q (181459.510000 sec): 3 clusters
  Score: Raw -370151.101935 + Penalty 2718.994758 = -367432.107177
  nChanged 78
		SP:Iteration 12Q (181459.590000 sec): 3 clusters
  Score: Raw -370189.328141 + Penalty 2718.994758 = -367470.333384
  nChanged 41
		SP:Iteration 13Q (181459.680000 sec): 3 clusters
  Score: Raw -370203.946497 + Penalty 2718.994758 = -367484.951739
  nChanged 20
		SP:Iteration 14Q (181459.760000 sec): 3 clusters
  Score: Raw -370210.234950 + Penalty 2718.994758 = -367491.240192
  nChanged 11
		SP:Iteration 15Q (181459.840000 sec): 3 clusters
  Score: Raw -370214.094913 + Penalty 2718.994758 = -367495.100155
  nChanged 14
		SP:Iteration 16Q (181459.930000 sec): 3 clusters
  Score: Raw -370220.787901 + Penalty 2718.994758 = -367501.793143
  nChanged 17
		SP:Iteration 17Q (181460.010000 sec): 3 clusters
  Score: Raw -370228.767612 + Penalty 2718.994758 = -367509.772854
  nChanged 23
		SP:Iteration 18Q (181460.090000 sec): 3 clusters
  Score: Raw -370241.713224 + Penalty 2718.994758 = -367522.718466
  nChanged 29
		SP:Iteration 19Q (181460.170000 sec): 3 clusters
  Score: Raw -370256.965342 + Penalty 2718.994758 = -367537.970584
  nChanged 24
		SP:Iteration 20F (181460.260000 sec): 3 clusters
  Score: Raw -370266.022208 + Penalty 2718.994758 = -367547.027451
  nChanged 25
		SP:Iteration 21Q (181460.340000 sec): 3 clusters
  Score: Raw -370279.063565 + Penalty 2718.994758 = -367560.068807
  nChanged 21
		SP:Iteration 22Q (181460.420000 sec): 3 clusters
  Score: Raw -370289.121355 + Penalty 2718.994758 = -367570.126597
  nChanged 24
		SP:Iteration 23Q (181460.510000 sec): 3 clusters
  Score: Raw -370302.505302 + Penalty 2718.994758 = -367583.510544
  nChanged 24
		SP:Iteration 24Q (181460.590000 sec): 3 clusters
  Score: Raw -370315.467107 + Penalty 2718.994758 = -367596.472349
  nChanged 18
		SP:Iteration 25Q (181460.670000 sec): 3 clusters
  Score: Raw -370323.950004 + Penalty 2718.994758 = -367604.955246
  nChanged 19
		SP:Iteration 26Q (181460.750000 sec): 3 clusters
  Score: Raw -370331.187921 + Penalty 2718.994758 = -367612.193164
  nChanged 18
		SP:Iteration 27Q (181460.840000 sec): 3 clusters
  Score: Raw -370340.699594 + Penalty 2718.994758 = -367621.704837
  nChanged 15
		SP:Iteration 28Q (181460.920000 sec): 3 clusters
  Score: Raw -370348.348532 + Penalty 2718.994758 = -367629.353774
  nChanged 18
		SP:Iteration 29Q (181461.010000 sec): 3 clusters
  Score: Raw -370356.473006 + Penalty 2718.994758 = -367637.478248
  nChanged 19
		SP:Iteration 30Q (181461.090000 sec): 3 clusters
  Score: Raw -370364.717319 + Penalty 2718.994758 = -367645.722561
  nChanged 13
		SP:Iteration 31Q (181461.180000 sec): 3 clusters
  Score: Raw -370370.002727 + Penalty 2718.994758 = -367651.007969
  nChanged 17
		SP:Iteration 32Q (181461.260000 sec): 3 clusters
  Score: Raw -370377.004344 + Penalty 2718.994758 = -367658.009586
  nChanged 9
		SP:Iteration 33Q (181461.340000 sec): 3 clusters
  Score: Raw -370379.900673 + Penalty 2718.994758 = -367660.905915
  nChanged 13
		SP:Iteration 34Q (181461.420000 sec): 3 clusters
  Score: Raw -370383.595591 + Penalty 2718.994758 = -367664.600833
  nChanged 7
		SP:Iteration 35Q (181461.500000 sec): 3 clusters
  Score: Raw -370385.690204 + Penalty 2718.994758 = -367666.695446
  nChanged 13
		SP:Iteration 36Q (181461.590000 sec): 3 clusters
  Score: Raw -370388.785433 + Penalty 2718.994758 = -367669.790675
  nChanged 7
		SP:Iteration 37Q (181461.670000 sec): 3 clusters
  Score: Raw -370390.510441 + Penalty 2718.994758 = -367671.515683
  nChanged 6
		SP:Iteration 38Q (181461.750000 sec): 3 clusters
  Score: Raw -370392.333155 + Penalty 2718.994758 = -367673.338397
  nChanged 5
		SP:Iteration 39Q (181461.840000 sec): 3 clusters
  Score: Raw -370394.095168 + Penalty 2718.994758 = -367675.100411
  nChanged 3
		SP:Iteration 40F (181461.920000 sec): 3 clusters
  Score: Raw -370394.714408 + Penalty 2718.994758 = -367675.719650
  nChanged 4
		SP:Iteration 41Q (181462.000000 sec): 3 clusters
  Score: Raw -370395.718448 + Penalty 2718.994758 = -367676.723690
  nChanged 2
		SP:Iteration 42Q (181462.080000 sec): 3 clusters
  Score: Raw -370395.936211 + Penalty 2718.994758 = -367676.941453
  nChanged 0
		SP:Iteration 43F (181462.170000 sec): 3 clusters
  Score: Raw -370395.936211 + Penalty 2718.994758 = -367676.941453
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (2521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181462.250000 sec): 2 clusters
  Score: Raw -205763.191977 + Penalty 1272.766776 = -204490.425202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181462.420000 sec): 3 clusters
  Score: Raw -204634.366450 + Penalty 2545.533551 = -202088.832899
  nChanged 918
		SP:Iteration 1F (181462.570000 sec): 3 clusters
  Score: Raw -205174.942844 + Penalty 2545.533551 = -202629.409293
  nChanged 191
		SP:Iteration 2F (181462.620000 sec): 3 clusters
  Score: Raw -205306.846541 + Penalty 2545.533551 = -202761.312990
  nChanged 138
		SP:Iteration 3F (181462.670000 sec): 3 clusters
  Score: Raw -205398.719814 + Penalty 2545.533551 = -202853.186262
  nChanged 101
		SP:Iteration 4Q (181462.720000 sec): 3 clusters
  Score: Raw -205468.879590 + Penalty 2545.533551 = -202923.346039
  nChanged 92
		SP:Iteration 5Q (181462.770000 sec): 3 clusters
  Score: Raw -205527.526119 + Penalty 2545.533551 = -202981.992567
  nChanged 68
		SP:Iteration 6Q (181462.820000 sec): 3 clusters
  Score: Raw -205568.824783 + Penalty 2545.533551 = -203023.291231
  nChanged 57
		SP:Iteration 7Q (181462.870000 sec): 3 clusters
  Score: Raw -205599.337036 + Penalty 2545.533551 = -203053.803485
  nChanged 44
		SP:Iteration 8Q (181462.920000 sec): 3 clusters
  Score: Raw -205629.253274 + Penalty 2545.533551 = -203083.719722
  nChanged 53
		SP:Iteration 9Q (181462.970000 sec): 3 clusters
  Score: Raw -205658.531943 + Penalty 2545.533551 = -203112.998392
  nChanged 38
		SP:Iteration 10Q (181463.020000 sec): 3 clusters
  Score: Raw -205676.802254 + Penalty 2545.533551 = -203131.268703
  nChanged 42
		SP:Iteration 11Q (181463.070000 sec): 3 clusters
  Score: Raw -205701.897227 + Penalty 2545.533551 = -203156.363676
  nChanged 34
		SP:Iteration 12Q (181463.120000 sec): 3 clusters
  Score: Raw -205722.190275 + Penalty 2545.533551 = -203176.656724
  nChanged 32
		SP:Iteration 13Q (181463.170000 sec): 3 clusters
  Score: Raw -205735.933683 + Penalty 2545.533551 = -203190.400132
  nChanged 38
		SP:Iteration 14Q (181463.220000 sec): 3 clusters
  Score: Raw -205758.720442 + Penalty 2545.533551 = -203213.186890
  nChanged 39
		SP:Iteration 15Q (181463.270000 sec): 3 clusters
  Score: Raw -205785.626328 + Penalty 2545.533551 = -203240.092776
  nChanged 44
		SP:Iteration 16Q (181463.320000 sec): 3 clusters
  Score: Raw -205817.517012 + Penalty 2545.533551 = -203271.983460
  nChanged 43
		SP:Iteration 17Q (181463.370000 sec): 3 clusters
  Score: Raw -205846.542074 + Penalty 2545.533551 = -203301.008523
  nChanged 42
		SP:Iteration 18Q (181463.420000 sec): 3 clusters
  Score: Raw -205875.866172 + Penalty 2545.533551 = -203330.332621
  nChanged 41
		SP:Iteration 19Q (181463.470000 sec): 3 clusters
  Score: Raw -205903.469043 + Penalty 2545.533551 = -203357.935491
  nChanged 34
		SP:Iteration 20F (181463.520000 sec): 3 clusters
  Score: Raw -205921.812085 + Penalty 2545.533551 = -203376.278534
  nChanged 22
		SP:Iteration 21Q (181463.570000 sec): 3 clusters
  Score: Raw -205931.661355 + Penalty 2545.533551 = -203386.127804
  nChanged 19
		SP:Iteration 22Q (181463.620000 sec): 3 clusters
  Score: Raw -205940.330870 + Penalty 2545.533551 = -203394.797318
  nChanged 21
		SP:Iteration 23Q (181463.660000 sec): 3 clusters
  Score: Raw -205955.450417 + Penalty 2545.533551 = -203409.916866
  nChanged 28
		SP:Iteration 24Q (181463.720000 sec): 3 clusters
  Score: Raw -205969.717442 + Penalty 2545.533551 = -203424.183891
  nChanged 19
		SP:Iteration 25Q (181463.760000 sec): 3 clusters
  Score: Raw -205980.126240 + Penalty 2545.533551 = -203434.592689
  nChanged 20
		SP:Iteration 26Q (181463.810000 sec): 3 clusters
  Score: Raw -205989.346631 + Penalty 2545.533551 = -203443.813079
  nChanged 12
		SP:Iteration 27Q (181463.860000 sec): 3 clusters
  Score: Raw -205995.822149 + Penalty 2545.533551 = -203450.288597
  nChanged 14
		SP:Iteration 28Q (181463.910000 sec): 3 clusters
  Score: Raw -206003.291901 + Penalty 2545.533551 = -203457.758350
  nChanged 13
		SP:Iteration 29Q (181463.960000 sec): 3 clusters
  Score: Raw -206010.355540 + Penalty 2545.533551 = -203464.821988
  nChanged 11
		SP:Iteration 30Q (181464.120000 sec): 3 clusters
  Score: Raw -206016.357205 + Penalty 2545.533551 = -203470.823653
  nChanged 18
		SP:Iteration 31Q (181464.190000 sec): 3 clusters
  Score: Raw -206026.079389 + Penalty 2545.533551 = -203480.545838
  nChanged 15
		SP:Iteration 32Q (181464.240000 sec): 3 clusters
  Score: Raw -206032.309603 + Penalty 2545.533551 = -203486.776052
  nChanged 8
		SP:Iteration 33Q (181464.290000 sec): 3 clusters
  Score: Raw -206037.148054 + Penalty 2545.533551 = -203491.614503
  nChanged 11
		SP:Iteration 34Q (181464.340000 sec): 3 clusters
  Score: Raw -206041.598797 + Penalty 2545.533551 = -203496.065245
  nChanged 7
		SP:Iteration 35Q (181464.450000 sec): 3 clusters
  Score: Raw -206046.625087 + Penalty 2545.533551 = -203501.091536
  nChanged 16
		SP:Iteration 36Q (181464.500000 sec): 3 clusters
  Score: Raw -206055.344499 + Penalty 2545.533551 = -203509.810947
  nChanged 18
		SP:Iteration 37Q (181464.550000 sec): 3 clusters
  Score: Raw -206061.782373 + Penalty 2545.533551 = -203516.248822
  nChanged 17
		SP:Iteration 38Q (181464.600000 sec): 3 clusters
  Score: Raw -206072.182852 + Penalty 2545.533551 = -203526.649300
  nChanged 15
		SP:Iteration 39Q (181464.650000 sec): 3 clusters
  Score: Raw -206081.358305 + Penalty 2545.533551 = -203535.824753
  nChanged 15
		SP:Iteration 40F (181464.700000 sec): 3 clusters
  Score: Raw -206093.554772 + Penalty 2545.533551 = -203548.021221
  nChanged 18
		SP:Iteration 41Q (181464.750000 sec): 3 clusters
  Score: Raw -206106.225745 + Penalty 2545.533551 = -203560.692194
  nChanged 12
		SP:Iteration 42Q (181464.800000 sec): 3 clusters
  Score: Raw -206114.182830 + Penalty 2545.533551 = -203568.649278
  nChanged 14
		SP:Iteration 43Q (181464.850000 sec): 3 clusters
  Score: Raw -206120.277006 + Penalty 2545.533551 = -203574.743455
  nChanged 13
		SP:Iteration 44Q (181464.900000 sec): 3 clusters
  Score: Raw -206128.786436 + Penalty 2545.533551 = -203583.252884
  nChanged 11
		SP:Iteration 45Q (181464.950000 sec): 3 clusters
  Score: Raw -206135.207752 + Penalty 2545.533551 = -203589.674201
  nChanged 11
		SP:Iteration 46Q (181465.000000 sec): 3 clusters
  Score: Raw -206141.268718 + Penalty 2545.533551 = -203595.735167
  nChanged 11
		SP:Iteration 47Q (181465.050000 sec): 3 clusters
  Score: Raw -206148.054729 + Penalty 2545.533551 = -203602.521178
  nChanged 7
		SP:Iteration 48Q (181465.100000 sec): 3 clusters
  Score: Raw -206153.769437 + Penalty 2545.533551 = -203608.235886
  nChanged 11
		SP:Iteration 49Q (181465.150000 sec): 3 clusters
  Score: Raw -206160.020881 + Penalty 2545.533551 = -203614.487329
  nChanged 12
		SP:Iteration 50Q (181465.200000 sec): 3 clusters
  Score: Raw -206168.533954 + Penalty 2545.533551 = -203623.000403
  nChanged 17
		SP:Iteration 51Q (181465.240000 sec): 3 clusters
  Score: Raw -206179.353172 + Penalty 2545.533551 = -203633.819621
  nChanged 18
		SP:Iteration 52Q (181465.300000 sec): 3 clusters
  Score: Raw -206193.166959 + Penalty 2545.533551 = -203647.633408
  nChanged 14
		SP:Iteration 53Q (181465.340000 sec): 3 clusters
  Score: Raw -206200.635809 + Penalty 2545.533551 = -203655.102258
  nChanged 8
		SP:Iteration 54Q (181465.400000 sec): 3 clusters
  Score: Raw -206204.417474 + Penalty 2545.533551 = -203658.883923
  nChanged 11
		SP:Iteration 55Q (181465.440000 sec): 3 clusters
  Score: Raw -206208.863542 + Penalty 2545.533551 = -203663.329991
  nChanged 12
		SP:Iteration 56Q (181465.490000 sec): 3 clusters
  Score: Raw -206216.233376 + Penalty 2545.533551 = -203670.699825
  nChanged 16
		SP:Iteration 57Q (181465.540000 sec): 3 clusters
  Score: Raw -206224.166308 + Penalty 2545.533551 = -203678.632756
  nChanged 12
		SP:Iteration 58Q (181465.590000 sec): 3 clusters
  Score: Raw -206230.873986 + Penalty 2545.533551 = -203685.340434
  nChanged 5
		SP:Iteration 59Q (181465.640000 sec): 3 clusters
  Score: Raw -206232.207221 + Penalty 2545.533551 = -203686.673670
  nChanged 4
		SP:Iteration 60F (181465.690000 sec): 3 clusters
  Score: Raw -206233.164663 + Penalty 2545.533551 = -203687.631112
  nChanged 5
		SP:Iteration 61Q (181465.740000 sec): 3 clusters
  Score: Raw -206234.978857 + Penalty 2545.533551 = -203689.445306
  nChanged 2
		SP:Iteration 62Q (181465.880000 sec): 3 clusters
  Score: Raw -206236.081101 + Penalty 2545.533551 = -203690.547549
  nChanged 2
		SP:Iteration 63Q (181465.930000 sec): 3 clusters
  Score: Raw -206236.465910 + Penalty 2545.533551 = -203690.932359
  nChanged 0
		SP:Iteration 64F (181465.980000 sec): 3 clusters
  Score: Raw -206236.465910 + Penalty 2545.533551 = -203690.932359
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (3023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181466.040000 sec): 2 clusters
  Score: Raw -239762.220477 + Penalty 1302.275812 = -238459.944665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181466.100000 sec): 3 clusters
  Score: Raw -238314.681104 + Penalty 2604.551623 = -235710.129481
  nChanged 1183
		SP:Iteration 1F (181466.160000 sec): 3 clusters
  Score: Raw -239211.448135 + Penalty 2604.551623 = -236606.896512
  nChanged 315
		SP:Iteration 2F (181466.220000 sec): 3 clusters
  Score: Raw -239549.249766 + Penalty 2604.551623 = -236944.698143
  nChanged 234
		SP:Iteration 3F (181466.280000 sec): 3 clusters
  Score: Raw -239779.092213 + Penalty 2604.551623 = -237174.540590
  nChanged 181
		SP:Iteration 4F (181466.340000 sec): 3 clusters
  Score: Raw -239965.368221 + Penalty 2604.551623 = -237360.816597
  nChanged 142
		SP:Iteration 5Q (181466.400000 sec): 3 clusters
  Score: Raw -240102.115091 + Penalty 2604.551623 = -237497.563468
  nChanged 105
		SP:Iteration 6Q (181466.460000 sec): 3 clusters
  Score: Raw -240182.637340 + Penalty 2604.551623 = -237578.085717
  nChanged 68
		SP:Iteration 7Q (181466.520000 sec): 3 clusters
  Score: Raw -240223.357884 + Penalty 2604.551623 = -237618.806260
  nChanged 49
		SP:Iteration 8Q (181466.580000 sec): 3 clusters
  Score: Raw -240247.418842 + Penalty 2604.551623 = -237642.867218
  nChanged 39
		SP:Iteration 9Q (181466.630000 sec): 3 clusters
  Score: Raw -240265.218879 + Penalty 2604.551623 = -237660.667255
  nChanged 23
		SP:Iteration 10Q (181466.690000 sec): 3 clusters
  Score: Raw -240278.368545 + Penalty 2604.551623 = -237673.816922
  nChanged 28
		SP:Iteration 11Q (181466.850000 sec): 3 clusters
  Score: Raw -240290.263105 + Penalty 2604.551623 = -237685.711481
  nChanged 20
		SP:Iteration 12Q (181467.010000 sec): 3 clusters
  Score: Raw -240301.277400 + Penalty 2604.551623 = -237696.725777
  nChanged 22
		SP:Iteration 13Q (181467.180000 sec): 3 clusters
  Score: Raw -240310.289828 + Penalty 2604.551623 = -237705.738205
  nChanged 18
		SP:Iteration 14Q (181467.250000 sec): 3 clusters
  Score: Raw -240320.737485 + Penalty 2604.551623 = -237716.185861
  nChanged 24
		SP:Iteration 15Q (181467.410000 sec): 3 clusters
  Score: Raw -240332.840679 + Penalty 2604.551623 = -237728.289055
  nChanged 17
		SP:Iteration 16Q (181467.470000 sec): 3 clusters
  Score: Raw -240339.296339 + Penalty 2604.551623 = -237734.744715
  nChanged 12
		SP:Iteration 17Q (181467.530000 sec): 3 clusters
  Score: Raw -240343.030336 + Penalty 2604.551623 = -237738.478713
  nChanged 10
		SP:Iteration 18Q (181467.580000 sec): 3 clusters
  Score: Raw -240346.570161 + Penalty 2604.551623 = -237742.018538
  nChanged 8
		SP:Iteration 19Q (181467.640000 sec): 3 clusters
  Score: Raw -240349.227876 + Penalty 2604.551623 = -237744.676253
  nChanged 8
		SP:Iteration 20F (181467.700000 sec): 3 clusters
  Score: Raw -240352.995148 + Penalty 2604.551623 = -237748.443525
  nChanged 5
		SP:Iteration 21Q (181467.760000 sec): 3 clusters
  Score: Raw -240354.529788 + Penalty 2604.551623 = -237749.978164
  nChanged 7
		SP:Iteration 22Q (181467.820000 sec): 3 clusters
  Score: Raw -240356.306772 + Penalty 2604.551623 = -237751.755149
  nChanged 7
		SP:Iteration 23Q (181467.880000 sec): 3 clusters
  Score: Raw -240358.297015 + Penalty 2604.551623 = -237753.745392
  nChanged 4
		SP:Iteration 24Q (181467.940000 sec): 3 clusters
  Score: Raw -240359.086323 + Penalty 2604.551623 = -237754.534700
  nChanged 1
		SP:Iteration 25Q (181468.000000 sec): 3 clusters
  Score: Raw -240359.431898 + Penalty 2604.551623 = -237754.880274
  nChanged 1
		SP:Iteration 26Q (181468.060000 sec): 3 clusters
  Score: Raw -240360.055039 + Penalty 2604.551623 = -237755.503416
  nChanged 3
		SP:Iteration 27Q (181468.120000 sec): 3 clusters
  Score: Raw -240360.644374 + Penalty 2604.551623 = -237756.092751
  nChanged 1
		SP:Iteration 28Q (181468.180000 sec): 3 clusters
  Score: Raw -240360.706728 + Penalty 2604.551623 = -237756.155105
  nChanged 0
		SP:Iteration 29F (181468.240000 sec): 3 clusters
  Score: Raw -240360.706728 + Penalty 2604.551623 = -237756.155105
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (7889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181468.370000 sec): 2 clusters
  Score: Raw -684688.412645 + Penalty 1458.149008 = -683230.263637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181468.570000 sec): 3 clusters
  Score: Raw -680375.500715 + Penalty 2916.298016 = -677459.202699
  nChanged 3394
		SP:Iteration 1F (181468.760000 sec): 3 clusters
  Score: Raw -682602.501985 + Penalty 2916.298016 = -679686.203969
  nChanged 710
		SP:Iteration 2F (181468.960000 sec): 3 clusters
  Score: Raw -683218.350661 + Penalty 2916.298016 = -680302.052645
  nChanged 637
		SP:Iteration 3F (181469.160000 sec): 3 clusters
  Score: Raw -683786.429695 + Penalty 2916.298016 = -680870.131680
  nChanged 506
		SP:Iteration 4F (181469.350000 sec): 3 clusters
  Score: Raw -684203.950040 + Penalty 2916.298016 = -681287.652025
  nChanged 436
		SP:Iteration 5F (181469.570000 sec): 3 clusters
  Score: Raw -684491.146975 + Penalty 2916.298016 = -681574.848960
  nChanged 327
		SP:Iteration 6Q (181469.690000 sec): 3 clusters
  Score: Raw -684679.512024 + Penalty 2916.298016 = -681763.214009
  nChanged 233
		SP:Iteration 7Q (181469.820000 sec): 3 clusters
  Score: Raw -684812.199985 + Penalty 2916.298016 = -681895.901970
  nChanged 210
		SP:Iteration 8Q (181470.030000 sec): 3 clusters
  Score: Raw -684905.627646 + Penalty 2916.298016 = -681989.329630
  nChanged 162
		SP:Iteration 9Q (181470.220000 sec): 3 clusters
  Score: Raw -684973.049148 + Penalty 2916.298016 = -682056.751132
  nChanged 130
		SP:Iteration 10Q (181470.420000 sec): 3 clusters
  Score: Raw -685014.666489 + Penalty 2916.298016 = -682098.368473
  nChanged 100
		SP:Iteration 11Q (181470.620000 sec): 3 clusters
  Score: Raw -685047.615515 + Penalty 2916.298016 = -682131.317499
  nChanged 86
		SP:Iteration 12Q (181470.810000 sec): 3 clusters
  Score: Raw -685070.269878 + Penalty 2916.298016 = -682153.971862
  nChanged 74
		SP:Iteration 13Q (181470.930000 sec): 3 clusters
  Score: Raw -685088.796032 + Penalty 2916.298016 = -682172.498017
  nChanged 61
		SP:Iteration 14Q (181471.130000 sec): 3 clusters
  Score: Raw -685102.791166 + Penalty 2916.298016 = -682186.493151
  nChanged 59
		SP:Iteration 15Q (181471.330000 sec): 3 clusters
  Score: Raw -685114.801139 + Penalty 2916.298016 = -682198.503123
  nChanged 49
		SP:Iteration 16Q (181471.530000 sec): 3 clusters
  Score: Raw -685123.489794 + Penalty 2916.298016 = -682207.191779
  nChanged 36
		SP:Iteration 17Q (181471.730000 sec): 3 clusters
  Score: Raw -685129.346771 + Penalty 2916.298016 = -682213.048755
  nChanged 30
		SP:Iteration 18Q (181471.930000 sec): 3 clusters
  Score: Raw -685133.426977 + Penalty 2916.298016 = -682217.128962
  nChanged 20
		SP:Iteration 19Q (181472.130000 sec): 3 clusters
  Score: Raw -685136.253368 + Penalty 2916.298016 = -682219.955352
  nChanged 13
		SP:Iteration 20F (181472.330000 sec): 3 clusters
  Score: Raw -685138.298933 + Penalty 2916.298016 = -682222.000917
  nChanged 17
		SP:Iteration 21Q (181472.520000 sec): 3 clusters
  Score: Raw -685140.900557 + Penalty 2916.298016 = -682224.602542
  nChanged 22
		SP:Iteration 22Q (181472.720000 sec): 3 clusters
  Score: Raw -685145.886399 + Penalty 2916.298016 = -682229.588384
  nChanged 23
		SP:Iteration 23Q (181472.920000 sec): 3 clusters
  Score: Raw -685149.242155 + Penalty 2916.298016 = -682232.944139
  nChanged 21
		SP:Iteration 24Q (181473.120000 sec): 3 clusters
  Score: Raw -685153.165525 + Penalty 2916.298016 = -682236.867509
  nChanged 26
		SP:Iteration 25Q (181473.320000 sec): 3 clusters
  Score: Raw -685158.532441 + Penalty 2916.298016 = -682242.234425
  nChanged 25
		SP:Iteration 26Q (181473.510000 sec): 3 clusters
  Score: Raw -685165.214196 + Penalty 2916.298016 = -682248.916181
  nChanged 28
		SP:Iteration 27Q (181473.710000 sec): 3 clusters
  Score: Raw -685171.090402 + Penalty 2916.298016 = -682254.792386
  nChanged 33
		SP:Iteration 28Q (181473.910000 sec): 3 clusters
  Score: Raw -685177.191039 + Penalty 2916.298016 = -682260.893024
  nChanged 34
		SP:Iteration 29Q (181474.110000 sec): 3 clusters
  Score: Raw -685184.776753 + Penalty 2916.298016 = -682268.478738
  nChanged 44
		SP:Iteration 30Q (181474.310000 sec): 3 clusters
  Score: Raw -685194.476500 + Penalty 2916.298016 = -682278.178484
  nChanged 45
		SP:Iteration 31Q (181474.510000 sec): 3 clusters
  Score: Raw -685204.017890 + Penalty 2916.298016 = -682287.719874
  nChanged 51
		SP:Iteration 32Q (181474.700000 sec): 3 clusters
  Score: Raw -685215.628199 + Penalty 2916.298016 = -682299.330183
  nChanged 46
		SP:Iteration 33Q (181474.910000 sec): 3 clusters
  Score: Raw -685229.369058 + Penalty 2916.298016 = -682313.071043
  nChanged 44
		SP:Iteration 34Q (181475.100000 sec): 3 clusters
  Score: Raw -685239.952457 + Penalty 2916.298016 = -682323.654441
  nChanged 40
		SP:Iteration 35Q (181475.300000 sec): 3 clusters
  Score: Raw -685250.346020 + Penalty 2916.298016 = -682334.048004
  nChanged 35
		SP:Iteration 36Q (181475.500000 sec): 3 clusters
  Score: Raw -685260.424896 + Penalty 2916.298016 = -682344.126880
  nChanged 33
		SP:Iteration 37Q (181475.700000 sec): 3 clusters
  Score: Raw -685270.394255 + Penalty 2916.298016 = -682354.096240
  nChanged 38
		SP:Iteration 38Q (181475.890000 sec): 3 clusters
  Score: Raw -685279.388915 + Penalty 2916.298016 = -682363.090899
  nChanged 37
		SP:Iteration 39Q (181476.100000 sec): 3 clusters
  Score: Raw -685285.863582 + Penalty 2916.298016 = -682369.565567
  nChanged 30
		SP:Iteration 40F (181476.290000 sec): 3 clusters
  Score: Raw -685290.289483 + Penalty 2916.298016 = -682373.991467
  nChanged 23
		SP:Iteration 41Q (181476.410000 sec): 3 clusters
  Score: Raw -685293.410028 + Penalty 2916.298016 = -682377.112012
  nChanged 22
		SP:Iteration 42Q (181476.530000 sec): 3 clusters
  Score: Raw -685296.918005 + Penalty 2916.298016 = -682380.619989
  nChanged 23
		SP:Iteration 43Q (181476.650000 sec): 3 clusters
  Score: Raw -685302.018489 + Penalty 2916.298016 = -682385.720474
  nChanged 29
		SP:Iteration 44Q (181476.760000 sec): 3 clusters
  Score: Raw -685307.593685 + Penalty 2916.298016 = -682391.295670
  nChanged 26
		SP:Iteration 45Q (181476.870000 sec): 3 clusters
  Score: Raw -685312.839257 + Penalty 2916.298016 = -682396.541242
  nChanged 25
		SP:Iteration 46Q (181476.990000 sec): 3 clusters
  Score: Raw -685317.293431 + Penalty 2916.298016 = -682400.995416
  nChanged 28
		SP:Iteration 47Q (181477.190000 sec): 3 clusters
  Score: Raw -685323.119500 + Penalty 2916.298016 = -682406.821484
  nChanged 30
		SP:Iteration 48Q (181477.400000 sec): 3 clusters
  Score: Raw -685330.575297 + Penalty 2916.298016 = -682414.277282
  nChanged 36
		SP:Iteration 49Q (181477.600000 sec): 3 clusters
  Score: Raw -685338.518929 + Penalty 2916.298016 = -682422.220914
  nChanged 26
		SP:Iteration 50Q (181477.830000 sec): 3 clusters
  Score: Raw -685343.455804 + Penalty 2916.298016 = -682427.157788
  nChanged 18
		SP:Iteration 51Q (181478.030000 sec): 3 clusters
  Score: Raw -685347.374235 + Penalty 2916.298016 = -682431.076219
  nChanged 19
		SP:Iteration 52Q (181478.230000 sec): 3 clusters
  Score: Raw -685352.395264 + Penalty 2916.298016 = -682436.097249
  nChanged 22
		SP:Iteration 53Q (181478.430000 sec): 3 clusters
  Score: Raw -685356.778036 + Penalty 2916.298016 = -682440.480021
  nChanged 25
		SP:Iteration 54Q (181478.630000 sec): 3 clusters
  Score: Raw -685362.377734 + Penalty 2916.298016 = -682446.079718
  nChanged 23
		SP:Iteration 55Q (181478.830000 sec): 3 clusters
  Score: Raw -685366.965670 + Penalty 2916.298016 = -682450.667655
  nChanged 23
		SP:Iteration 56Q (181479.020000 sec): 3 clusters
  Score: Raw -685371.725680 + Penalty 2916.298016 = -682455.427665
  nChanged 27
		SP:Iteration 57Q (181479.220000 sec): 3 clusters
  Score: Raw -685378.533745 + Penalty 2916.298016 = -682462.235729
  nChanged 35
		SP:Iteration 58Q (181479.420000 sec): 3 clusters
  Score: Raw -685384.726887 + Penalty 2916.298016 = -682468.428872
  nChanged 22
		SP:Iteration 59Q (181479.610000 sec): 3 clusters
  Score: Raw -685389.451279 + Penalty 2916.298016 = -682473.153264
  nChanged 23
		SP:Iteration 60F (181479.810000 sec): 3 clusters
  Score: Raw -685392.481421 + Penalty 2916.298016 = -682476.183406
  nChanged 16
		SP:Iteration 61Q (181480.010000 sec): 3 clusters
  Score: Raw -685395.632767 + Penalty 2916.298016 = -682479.334752
  nChanged 21
		SP:Iteration 62Q (181480.210000 sec): 3 clusters
  Score: Raw -685400.307427 + Penalty 2916.298016 = -682484.009412
  nChanged 20
		SP:Iteration 63Q (181480.410000 sec): 3 clusters
  Score: Raw -685404.833441 + Penalty 2916.298016 = -682488.535426
  nChanged 22
		SP:Iteration 64Q (181480.610000 sec): 3 clusters
  Score: Raw -685410.688246 + Penalty 2916.298016 = -682494.390231
  nChanged 27
		SP:Iteration 65Q (181480.810000 sec): 3 clusters
  Score: Raw -685417.126561 + Penalty 2916.298016 = -682500.828546
  nChanged 27
		SP:Iteration 66Q (181481.010000 sec): 3 clusters
  Score: Raw -685424.743451 + Penalty 2916.298016 = -682508.445435
  nChanged 31
		SP:Iteration 67Q (181481.140000 sec): 3 clusters
  Score: Raw -685432.207496 + Penalty 2916.298016 = -682515.909480
  nChanged 22
		SP:Iteration 68Q (181481.330000 sec): 3 clusters
  Score: Raw -685436.946540 + Penalty 2916.298016 = -682520.648525
  nChanged 17
		SP:Iteration 69Q (181481.570000 sec): 3 clusters
  Score: Raw -685439.731591 + Penalty 2916.298016 = -682523.433575
  nChanged 20
		SP:Iteration 70Q (181481.770000 sec): 3 clusters
  Score: Raw -685443.169785 + Penalty 2916.298016 = -682526.871770
  nChanged 12
		SP:Iteration 71Q (181481.970000 sec): 3 clusters
  Score: Raw -685447.242257 + Penalty 2916.298016 = -682530.944241
  nChanged 18
		SP:Iteration 72Q (181482.170000 sec): 3 clusters
  Score: Raw -685453.188520 + Penalty 2916.298016 = -682536.890505
  nChanged 17
		SP:Iteration 73Q (181482.370000 sec): 3 clusters
  Score: Raw -685457.803621 + Penalty 2916.298016 = -682541.505606
  nChanged 19
		SP:Iteration 74Q (181482.570000 sec): 3 clusters
  Score: Raw -685462.190815 + Penalty 2916.298016 = -682545.892799
  nChanged 22
		SP:Iteration 75Q (181482.760000 sec): 3 clusters
  Score: Raw -685466.631330 + Penalty 2916.298016 = -682550.333314
  nChanged 22
		SP:Iteration 76Q (181482.960000 sec): 3 clusters
  Score: Raw -685471.710661 + Penalty 2916.298016 = -682555.412646
  nChanged 21
		SP:Iteration 77Q (181483.160000 sec): 3 clusters
  Score: Raw -685475.859935 + Penalty 2916.298016 = -682559.561920
  nChanged 23
		SP:Iteration 78Q (181483.360000 sec): 3 clusters
  Score: Raw -685481.142798 + Penalty 2916.298016 = -682564.844782
  nChanged 21
		SP:Iteration 79Q (181483.560000 sec): 3 clusters
  Score: Raw -685486.835211 + Penalty 2916.298016 = -682570.537196
  nChanged 25
		SP:Iteration 80F (181483.760000 sec): 3 clusters
  Score: Raw -685493.187615 + Penalty 2916.298016 = -682576.889600
  nChanged 24
		SP:Iteration 81Q (181483.960000 sec): 3 clusters
  Score: Raw -685500.106736 + Penalty 2916.298016 = -682583.808720
  nChanged 30
		SP:Iteration 82Q (181484.150000 sec): 3 clusters
  Score: Raw -685506.550558 + Penalty 2916.298016 = -682590.252543
  nChanged 24
		SP:Iteration 83Q (181484.350000 sec): 3 clusters
  Score: Raw -685512.692350 + Penalty 2916.298016 = -682596.394334
  nChanged 21
		SP:Iteration 84Q (181484.550000 sec): 3 clusters
  Score: Raw -685517.563884 + Penalty 2916.298016 = -682601.265869
  nChanged 15
		SP:Iteration 85Q (181484.750000 sec): 3 clusters
  Score: Raw -685521.292712 + Penalty 2916.298016 = -682604.994697
  nChanged 12
		SP:Iteration 86Q (181484.950000 sec): 3 clusters
  Score: Raw -685524.638230 + Penalty 2916.298016 = -682608.340215
  nChanged 12
		SP:Iteration 87Q (181485.140000 sec): 3 clusters
  Score: Raw -685527.320848 + Penalty 2916.298016 = -682611.022833
  nChanged 13
		SP:Iteration 88Q (181485.340000 sec): 3 clusters
  Score: Raw -685530.005608 + Penalty 2916.298016 = -682613.707593
  nChanged 14
		SP:Iteration 89Q (181485.540000 sec): 3 clusters
  Score: Raw -685534.783259 + Penalty 2916.298016 = -682618.485244
  nChanged 16
		SP:Iteration 90Q (181485.740000 sec): 3 clusters
  Score: Raw -685539.767070 + Penalty 2916.298016 = -682623.469054
  nChanged 23
		SP:Iteration 91Q (181485.940000 sec): 3 clusters
  Score: Raw -685545.051633 + Penalty 2916.298016 = -682628.753617
  nChanged 21
		SP:Iteration 92Q (181486.140000 sec): 3 clusters
  Score: Raw -685549.498388 + Penalty 2916.298016 = -682633.200372
  nChanged 11
		SP:Iteration 93Q (181486.340000 sec): 3 clusters
  Score: Raw -685551.452122 + Penalty 2916.298016 = -682635.154106
  nChanged 8
		SP:Iteration 94Q (181486.540000 sec): 3 clusters
  Score: Raw -685552.482468 + Penalty 2916.298016 = -682636.184453
  nChanged 1
		SP:Iteration 95Q (181486.730000 sec): 3 clusters
  Score: Raw -685552.801553 + Penalty 2916.298016 = -682636.503537
  nChanged 2
		SP:Iteration 96Q (181486.930000 sec): 3 clusters
  Score: Raw -685553.494646 + Penalty 2916.298016 = -682637.196630
  nChanged 4
		SP:Iteration 97Q (181487.130000 sec): 3 clusters
  Score: Raw -685554.207428 + Penalty 2916.298016 = -682637.909413
  nChanged 3
		SP:Iteration 98Q (181487.330000 sec): 3 clusters
  Score: Raw -685554.647373 + Penalty 2916.298016 = -682638.349358
  nChanged 3
		SP:Iteration 99Q (181487.530000 sec): 3 clusters
  Score: Raw -685555.191964 + Penalty 2916.298016 = -682638.893949
  nChanged 4
		SP:Iteration 100F (181487.730000 sec): 3 clusters
  Score: Raw -685555.925601 + Penalty 2916.298016 = -682639.627586
  nChanged 5
		SP:Iteration 101Q (181487.920000 sec): 3 clusters
  Score: Raw -685556.517878 + Penalty 2916.298016 = -682640.219863
  nChanged 7
		SP:Iteration 102Q (181488.120000 sec): 3 clusters
  Score: Raw -685557.522768 + Penalty 2916.298016 = -682641.224752
  nChanged 7
		SP:Iteration 103Q (181488.320000 sec): 3 clusters
  Score: Raw -685559.227603 + Penalty 2916.298016 = -682642.929587
  nChanged 11
		SP:Iteration 104Q (181488.520000 sec): 3 clusters
  Score: Raw -685561.947919 + Penalty 2916.298016 = -682645.649903
  nChanged 17
		SP:Iteration 105Q (181488.720000 sec): 3 clusters
  Score: Raw -685565.380227 + Penalty 2916.298016 = -682649.082212
  nChanged 15
		SP:Iteration 106Q (181488.920000 sec): 3 clusters
  Score: Raw -685569.213070 + Penalty 2916.298016 = -682652.915055
  nChanged 10
		SP:Iteration 107Q (181489.110000 sec): 3 clusters
  Score: Raw -685571.178601 + Penalty 2916.298016 = -682654.880585
  nChanged 10
		SP:Iteration 108Q (181489.310000 sec): 3 clusters
  Score: Raw -685572.740841 + Penalty 2916.298016 = -682656.442825
  nChanged 10
		SP:Iteration 109Q (181489.510000 sec): 3 clusters
  Score: Raw -685574.526128 + Penalty 2916.298016 = -682658.228112
  nChanged 10
		SP:Iteration 110Q (181489.710000 sec): 3 clusters
  Score: Raw -685576.399067 + Penalty 2916.298016 = -682660.101052
  nChanged 9
		SP:Iteration 111Q (181489.910000 sec): 3 clusters
  Score: Raw -685577.306956 + Penalty 2916.298016 = -682661.008940
  nChanged 4
		SP:Iteration 112Q (181490.100000 sec): 3 clusters
  Score: Raw -685578.165155 + Penalty 2916.298016 = -682661.867139
  nChanged 4
		SP:Iteration 113Q (181490.300000 sec): 3 clusters
  Score: Raw -685578.778475 + Penalty 2916.298016 = -682662.480460
  nChanged 2
		SP:Iteration 114Q (181490.500000 sec): 3 clusters
  Score: Raw -685578.906631 + Penalty 2916.298016 = -682662.608616
  nChanged 0
		SP:Iteration 115F (181490.700000 sec): 3 clusters
  Score: Raw -685578.906631 + Penalty 2916.298016 = -682662.608616
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181490.820000 sec): 2 clusters
  Score: Raw -372324.823372 + Penalty 1364.961015 = -370959.862356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181491.000000 sec): 3 clusters
  Score: Raw -370098.548925 + Penalty 2729.922031 = -367368.626894
  nChanged 1775
		SP:Iteration 1F (181491.200000 sec): 3 clusters
  Score: Raw -371300.589971 + Penalty 2729.922031 = -368570.667940
  nChanged 459
		SP:Iteration 2F (181491.400000 sec): 3 clusters
  Score: Raw -371771.110584 + Penalty 2729.922031 = -369041.188553
  nChanged 379
		SP:Iteration 3F (181491.570000 sec): 3 clusters
  Score: Raw -372182.235414 + Penalty 2729.922031 = -369452.313384
  nChanged 307
		SP:Iteration 4F (181491.750000 sec): 3 clusters
  Score: Raw -372444.681121 + Penalty 2729.922031 = -369714.759090
  nChanged 214
		SP:Iteration 5Q (181491.920000 sec): 3 clusters
  Score: Raw -372632.646821 + Penalty 2729.922031 = -369902.724791
  nChanged 204
		SP:Iteration 6Q (181492.100000 sec): 3 clusters
  Score: Raw -372804.503451 + Penalty 2729.922031 = -370074.581421
  nChanged 174
		SP:Iteration 7Q (181492.280000 sec): 3 clusters
  Score: Raw -372934.910117 + Penalty 2729.922031 = -370204.988087
  nChanged 120
		SP:Iteration 8Q (181492.450000 sec): 3 clusters
  Score: Raw -373018.901374 + Penalty 2729.922031 = -370288.979343
  nChanged 81
		SP:Iteration 9Q (181492.630000 sec): 3 clusters
  Score: Raw -373071.551217 + Penalty 2729.922031 = -370341.629186
  nChanged 58
		SP:Iteration 10Q (181492.800000 sec): 3 clusters
  Score: Raw -373095.557209 + Penalty 2729.922031 = -370365.635179
  nChanged 30
		SP:Iteration 11Q (181492.980000 sec): 3 clusters
  Score: Raw -373108.645858 + Penalty 2729.922031 = -370378.723827
  nChanged 27
		SP:Iteration 12Q (181493.160000 sec): 3 clusters
  Score: Raw -373118.398331 + Penalty 2729.922031 = -370388.476300
  nChanged 27
		SP:Iteration 13Q (181493.330000 sec): 3 clusters
  Score: Raw -373128.883883 + Penalty 2729.922031 = -370398.961852
  nChanged 21
		SP:Iteration 14Q (181493.510000 sec): 3 clusters
  Score: Raw -373135.454491 + Penalty 2729.922031 = -370405.532460
  nChanged 18
		SP:Iteration 15Q (181493.680000 sec): 3 clusters
  Score: Raw -373141.643050 + Penalty 2729.922031 = -370411.721020
  nChanged 17
		SP:Iteration 16Q (181493.860000 sec): 3 clusters
  Score: Raw -373146.538057 + Penalty 2729.922031 = -370416.616026
  nChanged 13
		SP:Iteration 17Q (181494.030000 sec): 3 clusters
  Score: Raw -373150.175486 + Penalty 2729.922031 = -370420.253455
  nChanged 7
		SP:Iteration 18Q (181494.210000 sec): 3 clusters
  Score: Raw -373151.129342 + Penalty 2729.922031 = -370421.207311
  nChanged 4
		SP:Iteration 19Q (181494.290000 sec): 3 clusters
  Score: Raw -373151.653020 + Penalty 2729.922031 = -370421.730989
  nChanged 4
		SP:Iteration 20F (181494.370000 sec): 3 clusters
  Score: Raw -373152.393514 + Penalty 2729.922031 = -370422.471483
  nChanged 2
		SP:Iteration 21Q (181494.450000 sec): 3 clusters
  Score: Raw -373153.025546 + Penalty 2729.922031 = -370423.103516
  nChanged 2
		SP:Iteration 22Q (181494.540000 sec): 3 clusters
  Score: Raw -373153.420201 + Penalty 2729.922031 = -370423.498171
  nChanged 1
		SP:Iteration 23Q (181494.620000 sec): 3 clusters
  Score: Raw -373153.543003 + Penalty 2729.922031 = -370423.620973
  nChanged 1
		SP:Iteration 24Q (181494.700000 sec): 3 clusters
  Score: Raw -373153.671479 + Penalty 2729.922031 = -370423.749448
  nChanged 0
		SP:Iteration 25F (181494.780000 sec): 3 clusters
  Score: Raw -373153.671479 + Penalty 2729.922031 = -370423.749448
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181494.840000 sec): 2 clusters
  Score: Raw -231414.988328 + Penalty 1271.017008 = -230143.971320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181494.890000 sec): 3 clusters
  Score: Raw -230301.462237 + Penalty 2542.034016 = -227759.428221
  nChanged 945
		SP:Iteration 1F (181494.940000 sec): 3 clusters
  Score: Raw -230986.375577 + Penalty 2542.034016 = -228444.341561
  nChanged 223
		SP:Iteration 2F (181494.990000 sec): 3 clusters
  Score: Raw -231189.086023 + Penalty 2542.034016 = -228647.052007
  nChanged 167
		SP:Iteration 3F (181495.040000 sec): 3 clusters
  Score: Raw -231354.125722 + Penalty 2542.034016 = -228812.091706
  nChanged 134
		SP:Iteration 4F (181495.080000 sec): 3 clusters
  Score: Raw -231454.835869 + Penalty 2542.034016 = -228912.801853
  nChanged 77
		SP:Iteration 5Q (181495.130000 sec): 3 clusters
  Score: Raw -231511.139186 + Penalty 2542.034016 = -228969.105170
  nChanged 61
		SP:Iteration 6Q (181495.180000 sec): 3 clusters
  Score: Raw -231561.481419 + Penalty 2542.034016 = -229019.447403
  nChanged 46
		SP:Iteration 7Q (181495.230000 sec): 3 clusters
  Score: Raw -231588.279836 + Penalty 2542.034016 = -229046.245820
  nChanged 34
		SP:Iteration 8Q (181495.280000 sec): 3 clusters
  Score: Raw -231607.732393 + Penalty 2542.034016 = -229065.698377
  nChanged 25
		SP:Iteration 9Q (181495.330000 sec): 3 clusters
  Score: Raw -231620.365355 + Penalty 2542.034016 = -229078.331339
  nChanged 19
		SP:Iteration 10Q (181495.380000 sec): 3 clusters
  Score: Raw -231630.374552 + Penalty 2542.034016 = -229088.340536
  nChanged 14
		SP:Iteration 11Q (181495.420000 sec): 3 clusters
  Score: Raw -231639.580946 + Penalty 2542.034016 = -229097.546930
  nChanged 14
		SP:Iteration 12Q (181495.470000 sec): 3 clusters
  Score: Raw -231653.227078 + Penalty 2542.034016 = -229111.193062
  nChanged 14
		SP:Iteration 13Q (181495.520000 sec): 3 clusters
  Score: Raw -231663.519887 + Penalty 2542.034016 = -229121.485871
  nChanged 13
		SP:Iteration 14Q (181495.570000 sec): 3 clusters
  Score: Raw -231671.806226 + Penalty 2542.034016 = -229129.772210
  nChanged 16
		SP:Iteration 15Q (181495.640000 sec): 3 clusters
  Score: Raw -231682.872639 + Penalty 2542.034016 = -229140.838623
  nChanged 12
		SP:Iteration 16Q (181495.680000 sec): 3 clusters
  Score: Raw -231688.272823 + Penalty 2542.034016 = -229146.238807
  nChanged 5
		SP:Iteration 17Q (181495.730000 sec): 3 clusters
  Score: Raw -231690.140883 + Penalty 2542.034016 = -229148.106867
  nChanged 5
		SP:Iteration 18Q (181495.780000 sec): 3 clusters
  Score: Raw -231692.213955 + Penalty 2542.034016 = -229150.179939
  nChanged 6
		SP:Iteration 19Q (181495.830000 sec): 3 clusters
  Score: Raw -231695.188988 + Penalty 2542.034016 = -229153.154972
  nChanged 6
		SP:Iteration 20F (181495.880000 sec): 3 clusters
  Score: Raw -231698.844273 + Penalty 2542.034016 = -229156.810257
  nChanged 9
		SP:Iteration 21Q (181495.930000 sec): 3 clusters
  Score: Raw -231704.628229 + Penalty 2542.034016 = -229162.594213
  nChanged 5
		SP:Iteration 22Q (181495.980000 sec): 3 clusters
  Score: Raw -231706.878920 + Penalty 2542.034016 = -229164.844904
  nChanged 5
		SP:Iteration 23Q (181496.030000 sec): 3 clusters
  Score: Raw -231709.591120 + Penalty 2542.034016 = -229167.557104
  nChanged 6
		SP:Iteration 24Q (181496.080000 sec): 3 clusters
  Score: Raw -231712.378283 + Penalty 2542.034016 = -229170.344267
  nChanged 4
		SP:Iteration 25Q (181496.130000 sec): 3 clusters
  Score: Raw -231713.359697 + Penalty 2542.034016 = -229171.325681
  nChanged 2
		SP:Iteration 26Q (181496.180000 sec): 3 clusters
  Score: Raw -231713.842201 + Penalty 2542.034016 = -229171.808185
  nChanged 1
		SP:Iteration 27Q (181496.230000 sec): 3 clusters
  Score: Raw -231714.525220 + Penalty 2542.034016 = -229172.491204
  nChanged 2
		SP:Iteration 28Q (181496.280000 sec): 3 clusters
  Score: Raw -231715.817929 + Penalty 2542.034016 = -229173.783913
  nChanged 7
		SP:Iteration 29Q (181496.440000 sec): 3 clusters
  Score: Raw -231720.126365 + Penalty 2542.034016 = -229178.092349
  nChanged 5
		SP:Iteration 30Q (181496.610000 sec): 3 clusters
  Score: Raw -231722.407664 + Penalty 2542.034016 = -229180.373648
  nChanged 3
		SP:Iteration 31Q (181496.790000 sec): 3 clusters
  Score: Raw -231723.473607 + Penalty 2542.034016 = -229181.439591
  nChanged 1
		SP:Iteration 32Q (181496.970000 sec): 3 clusters
  Score: Raw -231724.255933 + Penalty 2542.034016 = -229182.221917
  nChanged 3
		SP:Iteration 33Q (181497.140000 sec): 3 clusters
  Score: Raw -231725.369703 + Penalty 2542.034016 = -229183.335687
  nChanged 4
		SP:Iteration 34Q (181497.320000 sec): 3 clusters
  Score: Raw -231727.765625 + Penalty 2542.034016 = -229185.731609
  nChanged 6
		SP:Iteration 35Q (181497.490000 sec): 3 clusters
  Score: Raw -231731.140087 + Penalty 2542.034016 = -229189.106071
  nChanged 8
		SP:Iteration 36Q (181497.670000 sec): 3 clusters
  Score: Raw -231736.342899 + Penalty 2542.034016 = -229194.308883
  nChanged 14
		SP:Iteration 37Q (181497.840000 sec): 3 clusters
  Score: Raw -231745.930007 + Penalty 2542.034016 = -229203.895991
  nChanged 12
		SP:Iteration 38Q (181498.020000 sec): 3 clusters
  Score: Raw -231752.455638 + Penalty 2542.034016 = -229210.421622
  nChanged 9
		SP:Iteration 39Q (181498.190000 sec): 3 clusters
  Score: Raw -231755.686229 + Penalty 2542.034016 = -229213.652213
  nChanged 7
		SP:Iteration 40F (181498.370000 sec): 3 clusters
  Score: Raw -231758.668880 + Penalty 2542.034016 = -229216.634864
  nChanged 8
		SP:Iteration 41Q (181498.550000 sec): 3 clusters
  Score: Raw -231762.486210 + Penalty 2542.034016 = -229220.452194
  nChanged 9
		SP:Iteration 42Q (181498.720000 sec): 3 clusters
  Score: Raw -231766.142129 + Penalty 2542.034016 = -229224.108113
  nChanged 7
		SP:Iteration 43Q (181498.900000 sec): 3 clusters
  Score: Raw -231769.127685 + Penalty 2542.034016 = -229227.093669
  nChanged 12
		SP:Iteration 44Q (181499.070000 sec): 3 clusters
  Score: Raw -231774.150554 + Penalty 2542.034016 = -229232.116538
  nChanged 11
		SP:Iteration 45Q (181499.250000 sec): 3 clusters
  Score: Raw -231779.304100 + Penalty 2542.034016 = -229237.270084
  nChanged 9
		SP:Iteration 46Q (181499.430000 sec): 3 clusters
  Score: Raw -231782.313909 + Penalty 2542.034016 = -229240.279893
  nChanged 4
		SP:Iteration 47Q (181499.600000 sec): 3 clusters
  Score: Raw -231783.942625 + Penalty 2542.034016 = -229241.908609
  nChanged 9
		SP:Iteration 48Q (181499.780000 sec): 3 clusters
  Score: Raw -231786.747811 + Penalty 2542.034016 = -229244.713795
  nChanged 5
		SP:Iteration 49Q (181499.950000 sec): 3 clusters
  Score: Raw -231788.953336 + Penalty 2542.034016 = -229246.919320
  nChanged 5
		SP:Iteration 50Q (181500.120000 sec): 3 clusters
  Score: Raw -231791.686672 + Penalty 2542.034016 = -229249.652656
  nChanged 6
		SP:Iteration 51Q (181500.300000 sec): 3 clusters
  Score: Raw -231794.586279 + Penalty 2542.034016 = -229252.552263
  nChanged 6
		SP:Iteration 52Q (181500.460000 sec): 3 clusters
  Score: Raw -231797.691970 + Penalty 2542.034016 = -229255.657954
  nChanged 3
		SP:Iteration 53Q (181500.650000 sec): 3 clusters
  Score: Raw -231799.060940 + Penalty 2542.034016 = -229257.026924
  nChanged 3
		SP:Iteration 54Q (181500.830000 sec): 3 clusters
  Score: Raw -231800.197261 + Penalty 2542.034016 = -229258.163245
  nChanged 1
		SP:Iteration 55Q (181501.000000 sec): 3 clusters
  Score: Raw -231800.525089 + Penalty 2542.034016 = -229258.491073
  nChanged 0
		SP:Iteration 56F (181501.180000 sec): 3 clusters
  Score: Raw -231800.525089 + Penalty 2542.034016 = -229258.491073
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (6385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181501.290000 sec): 2 clusters
  Score: Raw -623282.546170 + Penalty 1423.777350 = -621858.768820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181501.460000 sec): 3 clusters
  Score: Raw -619862.325025 + Penalty 2847.554700 = -617014.770325
  nChanged 2660
		SP:Iteration 1F (181501.670000 sec): 3 clusters
  Score: Raw -621408.805215 + Penalty 2847.554700 = -618561.250516
  nChanged 513
		SP:Iteration 2F (181501.840000 sec): 3 clusters
  Score: Raw -621757.390894 + Penalty 2847.554700 = -618909.836194
  nChanged 466
		SP:Iteration 3F (181502.000000 sec): 3 clusters
  Score: Raw -622139.343273 + Penalty 2847.554700 = -619291.788573
  nChanged 516
		SP:Iteration 4F (181502.170000 sec): 3 clusters
  Score: Raw -622575.109190 + Penalty 2847.554700 = -619727.554490
  nChanged 448
		SP:Iteration 5F (181502.330000 sec): 3 clusters
  Score: Raw -622871.571625 + Penalty 2847.554700 = -620024.016925
  nChanged 301
		SP:Iteration 6Q (181502.570000 sec): 3 clusters
  Score: Raw -623018.432579 + Penalty 2847.554700 = -620170.877880
  nChanged 205
		SP:Iteration 7Q (181502.750000 sec): 3 clusters
  Score: Raw -623109.761153 + Penalty 2847.554700 = -620262.206454
  nChanged 159
		SP:Iteration 8Q (181502.910000 sec): 3 clusters
  Score: Raw -623179.193719 + Penalty 2847.554700 = -620331.639020
  nChanged 119
		SP:Iteration 9Q (181503.080000 sec): 3 clusters
  Score: Raw -623224.607112 + Penalty 2847.554700 = -620377.052412
  nChanged 93
		SP:Iteration 10Q (181503.240000 sec): 3 clusters
  Score: Raw -623254.781641 + Penalty 2847.554700 = -620407.226942
  nChanged 50
		SP:Iteration 11Q (181503.410000 sec): 3 clusters
  Score: Raw -623268.101119 + Penalty 2847.554700 = -620420.546420
  nChanged 27
		SP:Iteration 12Q (181503.600000 sec): 3 clusters
  Score: Raw -623275.311210 + Penalty 2847.554700 = -620427.756511
  nChanged 23
		SP:Iteration 13Q (181503.720000 sec): 3 clusters
  Score: Raw -623279.914795 + Penalty 2847.554700 = -620432.360095
  nChanged 12
		SP:Iteration 14Q (181503.820000 sec): 3 clusters
  Score: Raw -623282.517920 + Penalty 2847.554700 = -620434.963221
  nChanged 15
		SP:Iteration 15Q (181503.920000 sec): 3 clusters
  Score: Raw -623285.532129 + Penalty 2847.554700 = -620437.977429
  nChanged 11
		SP:Iteration 16Q (181504.020000 sec): 3 clusters
  Score: Raw -623287.582338 + Penalty 2847.554700 = -620440.027638
  nChanged 8
		SP:Iteration 17Q (181504.210000 sec): 3 clusters
  Score: Raw -623289.247809 + Penalty 2847.554700 = -620441.693109
  nChanged 3
		SP:Iteration 18Q (181504.410000 sec): 3 clusters
  Score: Raw -623289.685359 + Penalty 2847.554700 = -620442.130659
  nChanged 2
		SP:Iteration 19Q (181504.580000 sec): 3 clusters
  Score: Raw -623290.138826 + Penalty 2847.554700 = -620442.584127
  nChanged 1
		SP:Iteration 20F (181504.740000 sec): 3 clusters
  Score: Raw -623290.398386 + Penalty 2847.554700 = -620442.843687
  nChanged 2
		SP:Iteration 21Q (181504.890000 sec): 3 clusters
  Score: Raw -623290.634092 + Penalty 2847.554700 = -620443.079392
  nChanged 1
		SP:Iteration 22Q (181504.990000 sec): 3 clusters
  Score: Raw -623290.797149 + Penalty 2847.554700 = -620443.242449
  nChanged 0
		SP:Iteration 23F (181505.090000 sec): 3 clusters
  Score: Raw -623290.797149 + Penalty 2847.554700 = -620443.242449
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181505.160000 sec): 2 clusters
  Score: Raw -59688.868677 + Penalty 1115.198161 = -58573.670516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181505.180000 sec): 3 clusters
  Score: Raw -59458.938818 + Penalty 2230.396322 = -57228.542496
  nChanged 289
		SP:Iteration 1F (181505.200000 sec): 3 clusters
  Score: Raw -59801.912485 + Penalty 2230.396322 = -57571.516164
  nChanged 77
		SP:Iteration 2F (181505.220000 sec): 3 clusters
  Score: Raw -59903.489640 + Penalty 2230.396322 = -57673.093318
  nChanged 46
		SP:Iteration 3Q (181505.250000 sec): 3 clusters
  Score: Raw -59990.788220 + Penalty 2230.396322 = -57760.391899
  nChanged 39
		SP:Iteration 4Q (181505.270000 sec): 3 clusters
  Score: Raw -60061.709483 + Penalty 2230.396322 = -57831.313161
  nChanged 33
		SP:Iteration 5Q (181505.300000 sec): 3 clusters
  Score: Raw -60122.422293 + Penalty 2230.396322 = -57892.025971
  nChanged 22
		SP:Iteration 6Q (181505.320000 sec): 3 clusters
  Score: Raw -60146.352185 + Penalty 2230.396322 = -57915.955863
  nChanged 13
		SP:Iteration 7Q (181505.340000 sec): 3 clusters
  Score: Raw -60159.931220 + Penalty 2230.396322 = -57929.534898
  nChanged 8
		SP:Iteration 8Q (181505.370000 sec): 3 clusters
  Score: Raw -60169.952928 + Penalty 2230.396322 = -57939.556606
  nChanged 9
		SP:Iteration 9Q (181505.400000 sec): 3 clusters
  Score: Raw -60191.742080 + Penalty 2230.396322 = -57961.345758
  nChanged 11
		SP:Iteration 10Q (181505.420000 sec): 3 clusters
  Score: Raw -60209.659302 + Penalty 2230.396322 = -57979.262980
  nChanged 8
		SP:Iteration 11Q (181505.440000 sec): 3 clusters
  Score: Raw -60224.418054 + Penalty 2230.396322 = -57994.021732
  nChanged 7
		SP:Iteration 12Q (181505.460000 sec): 3 clusters
  Score: Raw -60231.509760 + Penalty 2230.396322 = -58001.113438
  nChanged 10
		SP:Iteration 13Q (181505.490000 sec): 3 clusters
  Score: Raw -60243.076148 + Penalty 2230.396322 = -58012.679826
  nChanged 4
		SP:Iteration 14Q (181505.510000 sec): 3 clusters
  Score: Raw -60245.663566 + Penalty 2230.396322 = -58015.267244
  nChanged 4
		SP:Iteration 15Q (181505.540000 sec): 3 clusters
  Score: Raw -60250.924903 + Penalty 2230.396322 = -58020.528581
  nChanged 8
		SP:Iteration 16Q (181505.560000 sec): 3 clusters
  Score: Raw -60257.994593 + Penalty 2230.396322 = -58027.598272
  nChanged 2
		SP:Iteration 17Q (181505.580000 sec): 3 clusters
  Score: Raw -60259.119108 + Penalty 2230.396322 = -58028.722786
  nChanged 4
		SP:Iteration 18Q (181505.610000 sec): 3 clusters
  Score: Raw -60262.466286 + Penalty 2230.396322 = -58032.069964
  nChanged 1
		SP:Iteration 19Q (181505.630000 sec): 3 clusters
  Score: Raw -60263.679520 + Penalty 2230.396322 = -58033.283198
  nChanged 1
		SP:Iteration 20F (181505.660000 sec): 3 clusters
  Score: Raw -60264.824511 + Penalty 2230.396322 = -58034.428190
  nChanged 2
		SP:Iteration 21Q (181505.680000 sec): 3 clusters
  Score: Raw -60267.992251 + Penalty 2230.396322 = -58037.595929
  nChanged 1
		SP:Iteration 22Q (181505.710000 sec): 3 clusters
  Score: Raw -60268.416937 + Penalty 2230.396322 = -58038.020615
  nChanged 0
		SP:Iteration 23F (181505.730000 sec): 3 clusters
  Score: Raw -60268.416937 + Penalty 2230.396322 = -58038.020615
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (4752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181505.830000 sec): 2 clusters
  Score: Raw -339575.871504 + Penalty 1375.777140 = -338200.094364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181506.010000 sec): 3 clusters
  Score: Raw -337141.905897 + Penalty 2751.554280 = -334390.351617
  nChanged 1958
		SP:Iteration 1F (181506.180000 sec): 3 clusters
  Score: Raw -338374.079932 + Penalty 2751.554280 = -335622.525653
  nChanged 445
		SP:Iteration 2F (181506.340000 sec): 3 clusters
  Score: Raw -338731.099435 + Penalty 2751.554280 = -335979.545155
  nChanged 333
		SP:Iteration 3F (181506.440000 sec): 3 clusters
  Score: Raw -338966.688438 + Penalty 2751.554280 = -336215.134158
  nChanged 252
		SP:Iteration 4F (181506.540000 sec): 3 clusters
  Score: Raw -339138.368699 + Penalty 2751.554280 = -336386.814419
  nChanged 207
		SP:Iteration 5Q (181506.650000 sec): 3 clusters
  Score: Raw -339280.845283 + Penalty 2751.554280 = -336529.291003
  nChanged 188
		SP:Iteration 6Q (181506.750000 sec): 3 clusters
  Score: Raw -339406.613265 + Penalty 2751.554280 = -336655.058986
  nChanged 165
		SP:Iteration 7Q (181506.840000 sec): 3 clusters
  Score: Raw -339514.800997 + Penalty 2751.554280 = -336763.246718
  nChanged 156
		SP:Iteration 8Q (181506.940000 sec): 3 clusters
  Score: Raw -339613.635453 + Penalty 2751.554280 = -336862.081173
  nChanged 128
		SP:Iteration 9Q (181507.040000 sec): 3 clusters
  Score: Raw -339701.669737 + Penalty 2751.554280 = -336950.115457
  nChanged 124
		SP:Iteration 10Q (181507.140000 sec): 3 clusters
  Score: Raw -339764.888866 + Penalty 2751.554280 = -337013.334586
  nChanged 104
		SP:Iteration 11Q (181507.230000 sec): 3 clusters
  Score: Raw -339811.738116 + Penalty 2751.554280 = -337060.183836
  nChanged 89
		SP:Iteration 12Q (181507.330000 sec): 3 clusters
  Score: Raw -339851.404950 + Penalty 2751.554280 = -337099.850670
  nChanged 73
		SP:Iteration 13Q (181507.420000 sec): 3 clusters
  Score: Raw -339882.445293 + Penalty 2751.554280 = -337130.891013
  nChanged 67
		SP:Iteration 14Q (181507.520000 sec): 3 clusters
  Score: Raw -339919.642893 + Penalty 2751.554280 = -337168.088613
  nChanged 74
		SP:Iteration 15Q (181507.620000 sec): 3 clusters
  Score: Raw -339951.655103 + Penalty 2751.554280 = -337200.100823
  nChanged 66
		SP:Iteration 16Q (181507.720000 sec): 3 clusters
  Score: Raw -339978.482439 + Penalty 2751.554280 = -337226.928159
  nChanged 58
		SP:Iteration 17Q (181507.810000 sec): 3 clusters
  Score: Raw -340003.520565 + Penalty 2751.554280 = -337251.966285
  nChanged 60
		SP:Iteration 18Q (181507.910000 sec): 3 clusters
  Score: Raw -340031.152119 + Penalty 2751.554280 = -337279.597839
  nChanged 60
		SP:Iteration 19Q (181508.010000 sec): 3 clusters
  Score: Raw -340058.927875 + Penalty 2751.554280 = -337307.373595
  nChanged 53
		SP:Iteration 20F (181508.100000 sec): 3 clusters
  Score: Raw -340089.435661 + Penalty 2751.554280 = -337337.881381
  nChanged 46
		SP:Iteration 21Q (181508.200000 sec): 3 clusters
  Score: Raw -340110.703818 + Penalty 2751.554280 = -337359.149538
  nChanged 40
		SP:Iteration 22Q (181508.300000 sec): 3 clusters
  Score: Raw -340123.689280 + Penalty 2751.554280 = -337372.135000
  nChanged 31
		SP:Iteration 23Q (181508.400000 sec): 3 clusters
  Score: Raw -340135.083610 + Penalty 2751.554280 = -337383.529330
  nChanged 31
		SP:Iteration 24Q (181508.490000 sec): 3 clusters
  Score: Raw -340146.142586 + Penalty 2751.554280 = -337394.588306
  nChanged 29
		SP:Iteration 25Q (181508.590000 sec): 3 clusters
  Score: Raw -340154.421104 + Penalty 2751.554280 = -337402.866824
  nChanged 16
		SP:Iteration 26Q (181508.680000 sec): 3 clusters
  Score: Raw -340158.789699 + Penalty 2751.554280 = -337407.235419
  nChanged 15
		SP:Iteration 27Q (181508.820000 sec): 3 clusters
  Score: Raw -340162.824188 + Penalty 2751.554280 = -337411.269908
  nChanged 13
		SP:Iteration 28Q (181508.990000 sec): 3 clusters
  Score: Raw -340165.380497 + Penalty 2751.554280 = -337413.826217
  nChanged 8
		SP:Iteration 29Q (181509.160000 sec): 3 clusters
  Score: Raw -340167.185761 + Penalty 2751.554280 = -337415.631481
  nChanged 6
		SP:Iteration 30Q (181509.340000 sec): 3 clusters
  Score: Raw -340169.222141 + Penalty 2751.554280 = -337417.667862
  nChanged 4
		SP:Iteration 31Q (181509.520000 sec): 3 clusters
  Score: Raw -340170.187283 + Penalty 2751.554280 = -337418.633003
  nChanged 1
		SP:Iteration 32Q (181509.690000 sec): 3 clusters
  Score: Raw -340170.453408 + Penalty 2751.554280 = -337418.899128
  nChanged 1
		SP:Iteration 33Q (181509.870000 sec): 3 clusters
  Score: Raw -340170.549026 + Penalty 2751.554280 = -337418.994746
  nChanged 0
		SP:Iteration 34F (181510.040000 sec): 3 clusters
  Score: Raw -340170.549026 + Penalty 2751.554280 = -337418.994746
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (2947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181510.110000 sec): 2 clusters
  Score: Raw -249669.345085 + Penalty 1298.138235 = -248371.206851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181510.160000 sec): 3 clusters
  Score: Raw -248268.027889 + Penalty 2596.276469 = -245671.751419
  nChanged 1138
		SP:Iteration 1F (181510.340000 sec): 3 clusters
  Score: Raw -248970.529904 + Penalty 2596.276469 = -246374.253434
  nChanged 229
		SP:Iteration 2F (181510.510000 sec): 3 clusters
  Score: Raw -249152.104341 + Penalty 2596.276469 = -246555.827872
  nChanged 201
		SP:Iteration 3F (181510.690000 sec): 3 clusters
  Score: Raw -249343.733596 + Penalty 2596.276469 = -246747.457126
  nChanged 160
		SP:Iteration 4F (181510.860000 sec): 3 clusters
  Score: Raw -249530.051597 + Penalty 2596.276469 = -246933.775127
  nChanged 191
		SP:Iteration 5F (181511.040000 sec): 3 clusters
  Score: Raw -249748.408381 + Penalty 2596.276469 = -247152.131912
  nChanged 172
		SP:Iteration 6F (181511.220000 sec): 3 clusters
  Score: Raw -249922.174439 + Penalty 2596.276469 = -247325.897969
  nChanged 119
		SP:Iteration 7Q (181511.390000 sec): 3 clusters
  Score: Raw -250013.220151 + Penalty 2596.276469 = -247416.943682
  nChanged 90
		SP:Iteration 8Q (181511.580000 sec): 3 clusters
  Score: Raw -250084.571914 + Penalty 2596.276469 = -247488.295444
  nChanged 84
		SP:Iteration 9Q (181511.740000 sec): 3 clusters
  Score: Raw -250143.769547 + Penalty 2596.276469 = -247547.493078
  nChanged 71
		SP:Iteration 10Q (181511.920000 sec): 3 clusters
  Score: Raw -250182.549600 + Penalty 2596.276469 = -247586.273131
  nChanged 50
		SP:Iteration 11Q (181512.090000 sec): 3 clusters
  Score: Raw -250210.392322 + Penalty 2596.276469 = -247614.115853
  nChanged 43
		SP:Iteration 12Q (181512.270000 sec): 3 clusters
  Score: Raw -250230.055261 + Penalty 2596.276469 = -247633.778792
  nChanged 39
		SP:Iteration 13Q (181512.430000 sec): 3 clusters
  Score: Raw -250252.058893 + Penalty 2596.276469 = -247655.782424
  nChanged 27
		SP:Iteration 14Q (181512.590000 sec): 3 clusters
  Score: Raw -250264.038696 + Penalty 2596.276469 = -247667.762227
  nChanged 13
		SP:Iteration 15Q (181512.750000 sec): 3 clusters
  Score: Raw -250270.356487 + Penalty 2596.276469 = -247674.080017
  nChanged 19
		SP:Iteration 16Q (181512.910000 sec): 3 clusters
  Score: Raw -250279.853262 + Penalty 2596.276469 = -247683.576793
  nChanged 21
		SP:Iteration 17Q (181513.070000 sec): 3 clusters
  Score: Raw -250292.285483 + Penalty 2596.276469 = -247696.009014
  nChanged 31
		SP:Iteration 18Q (181513.230000 sec): 3 clusters
  Score: Raw -250309.501773 + Penalty 2596.276469 = -247713.225303
  nChanged 21
		SP:Iteration 19Q (181513.390000 sec): 3 clusters
  Score: Raw -250319.694299 + Penalty 2596.276469 = -247723.417830
  nChanged 20
		SP:Iteration 20F (181513.550000 sec): 3 clusters
  Score: Raw -250334.797989 + Penalty 2596.276469 = -247738.521519
  nChanged 19
		SP:Iteration 21Q (181513.750000 sec): 3 clusters
  Score: Raw -250346.028730 + Penalty 2596.276469 = -247749.752261
  nChanged 23
		SP:Iteration 22Q (181513.900000 sec): 3 clusters
  Score: Raw -250359.469872 + Penalty 2596.276469 = -247763.193403
  nChanged 19
		SP:Iteration 23Q (181514.040000 sec): 3 clusters
  Score: Raw -250368.338002 + Penalty 2596.276469 = -247772.061533
  nChanged 20
		SP:Iteration 24Q (181514.150000 sec): 3 clusters
  Score: Raw -250380.453086 + Penalty 2596.276469 = -247784.176617
  nChanged 18
		SP:Iteration 25Q (181514.330000 sec): 3 clusters
  Score: Raw -250388.301355 + Penalty 2596.276469 = -247792.024886
  nChanged 20
		SP:Iteration 26Q (181514.510000 sec): 3 clusters
  Score: Raw -250396.298026 + Penalty 2596.276469 = -247800.021557
  nChanged 11
		SP:Iteration 27Q (181514.680000 sec): 3 clusters
  Score: Raw -250402.269535 + Penalty 2596.276469 = -247805.993066
  nChanged 20
		SP:Iteration 28Q (181514.860000 sec): 3 clusters
  Score: Raw -250412.897308 + Penalty 2596.276469 = -247816.620839
  nChanged 17
		SP:Iteration 29Q (181515.030000 sec): 3 clusters
  Score: Raw -250421.517514 + Penalty 2596.276469 = -247825.241045
  nChanged 20
		SP:Iteration 30Q (181515.210000 sec): 3 clusters
  Score: Raw -250431.493090 + Penalty 2596.276469 = -247835.216620
  nChanged 22
		SP:Iteration 31Q (181515.380000 sec): 3 clusters
  Score: Raw -250440.994479 + Penalty 2596.276469 = -247844.718010
  nChanged 18
		SP:Iteration 32Q (181515.630000 sec): 3 clusters
  Score: Raw -250450.003194 + Penalty 2596.276469 = -247853.726724
  nChanged 17
		SP:Iteration 33Q (181515.750000 sec): 3 clusters
  Score: Raw -250456.785090 + Penalty 2596.276469 = -247860.508621
  nChanged 8
		SP:Iteration 34Q (181515.930000 sec): 3 clusters
  Score: Raw -250460.194030 + Penalty 2596.276469 = -247863.917560
  nChanged 6
		SP:Iteration 35Q (181516.100000 sec): 3 clusters
  Score: Raw -250461.511239 + Penalty 2596.276469 = -247865.234770
  nChanged 2
		SP:Iteration 36Q (181516.280000 sec): 3 clusters
  Score: Raw -250462.467563 + Penalty 2596.276469 = -247866.191093
  nChanged 2
		SP:Iteration 37Q (181516.450000 sec): 3 clusters
  Score: Raw -250463.609066 + Penalty 2596.276469 = -247867.332597
  nChanged 3
		SP:Iteration 38Q (181516.630000 sec): 3 clusters
  Score: Raw -250464.640082 + Penalty 2596.276469 = -247868.363613
  nChanged 4
		SP:Iteration 39Q (181516.810000 sec): 3 clusters
  Score: Raw -250467.136049 + Penalty 2596.276469 = -247870.859579
  nChanged 7
		SP:Iteration 40F (181516.980000 sec): 3 clusters
  Score: Raw -250470.989011 + Penalty 2596.276469 = -247874.712542
  nChanged 14
		SP:Iteration 41Q (181517.160000 sec): 3 clusters
  Score: Raw -250476.047990 + Penalty 2596.276469 = -247879.771521
  nChanged 6
		SP:Iteration 42Q (181517.330000 sec): 3 clusters
  Score: Raw -250478.231678 + Penalty 2596.276469 = -247881.955208
  nChanged 2
		SP:Iteration 43Q (181517.510000 sec): 3 clusters
  Score: Raw -250478.434636 + Penalty 2596.276469 = -247882.158167
  nChanged 1
		SP:Iteration 44Q (181517.690000 sec): 3 clusters
  Score: Raw -250478.580058 + Penalty 2596.276469 = -247882.303589
  nChanged 0
		SP:Iteration 45F (181517.860000 sec): 3 clusters
  Score: Raw -250478.580058 + Penalty 2596.276469 = -247882.303589
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181518.150000 sec): 2 clusters
  Score: Raw -2597691.354222 + Penalty 1664.422364 = -2596026.931858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181518.540000 sec): 3 clusters
  Score: Raw -2580499.673725 + Penalty 3328.844727 = -2577170.828998
  nChanged 12820
		SP:Iteration 1F (181518.910000 sec): 3 clusters
  Score: Raw -2587977.068028 + Penalty 3328.844727 = -2584648.223301
  nChanged 1675
		SP:Iteration 2F (181519.290000 sec): 3 clusters
  Score: Raw -2588882.163373 + Penalty 3328.844727 = -2585553.318646
  nChanged 1769
		SP:Iteration 3F (181519.670000 sec): 3 clusters
  Score: Raw -2589927.826675 + Penalty 3328.844727 = -2586598.981948
  nChanged 1802
		SP:Iteration 4F (181520.100000 sec): 3 clusters
  Score: Raw -2590867.860343 + Penalty 3328.844727 = -2587539.015616
  nChanged 1599
		SP:Iteration 5F (181520.480000 sec): 3 clusters
  Score: Raw -2591655.565391 + Penalty 3328.844727 = -2588326.720664
  nChanged 1461
		SP:Iteration 6F (181520.870000 sec): 3 clusters
  Score: Raw -2592337.399350 + Penalty 3328.844727 = -2589008.554623
  nChanged 1374
		SP:Iteration 7Q (181521.250000 sec): 3 clusters
  Score: Raw -2593009.959474 + Penalty 3328.844727 = -2589681.114747
  nChanged 1306
		SP:Iteration 8Q (181521.650000 sec): 3 clusters
  Score: Raw -2593690.085012 + Penalty 3328.844727 = -2590361.240285
  nChanged 1289
		SP:Iteration 9Q (181521.990000 sec): 3 clusters
  Score: Raw -2594377.456050 + Penalty 3328.844727 = -2591048.611323
  nChanged 1238
		SP:Iteration 10Q (181522.410000 sec): 3 clusters
  Score: Raw -2595083.387456 + Penalty 3328.844727 = -2591754.542729
  nChanged 1146
		SP:Iteration 11Q (181522.800000 sec): 3 clusters
  Score: Raw -2595763.818652 + Penalty 3328.844727 = -2592434.973925
  nChanged 1017
		SP:Iteration 12Q (181523.240000 sec): 3 clusters
  Score: Raw -2596399.231942 + Penalty 3328.844727 = -2593070.387215
  nChanged 887
		SP:Iteration 13Q (181523.620000 sec): 3 clusters
  Score: Raw -2596957.420541 + Penalty 3328.844727 = -2593628.575814
  nChanged 708
		SP:Iteration 14Q (181524.050000 sec): 3 clusters
  Score: Raw -2597414.371862 + Penalty 3328.844727 = -2594085.527135
  nChanged 539
		SP:Iteration 15Q (181524.440000 sec): 3 clusters
  Score: Raw -2597740.573093 + Penalty 3328.844727 = -2594411.728366
  nChanged 379
		SP:Iteration 16Q (181524.830000 sec): 3 clusters
  Score: Raw -2597948.937846 + Penalty 3328.844727 = -2594620.093119
  nChanged 251
		SP:Iteration 17Q (181525.230000 sec): 3 clusters
  Score: Raw -2598100.657674 + Penalty 3328.844727 = -2594771.812947
  nChanged 216
		SP:Iteration 18Q (181525.610000 sec): 3 clusters
  Score: Raw -2598247.124326 + Penalty 3328.844727 = -2594918.279599
  nChanged 182
		SP:Iteration 19Q (181526.000000 sec): 3 clusters
  Score: Raw -2598354.818076 + Penalty 3328.844727 = -2595025.973349
  nChanged 138
		SP:Iteration 20F (181526.390000 sec): 3 clusters
  Score: Raw -2598428.794903 + Penalty 3328.844727 = -2595099.950176
  nChanged 122
		SP:Iteration 21Q (181526.740000 sec): 3 clusters
  Score: Raw -2598499.766553 + Penalty 3328.844727 = -2595170.921826
  nChanged 88
		SP:Iteration 22Q (181527.090000 sec): 3 clusters
  Score: Raw -2598555.626687 + Penalty 3328.844727 = -2595226.781960
  nChanged 77
		SP:Iteration 23Q (181527.430000 sec): 3 clusters
  Score: Raw -2598594.741836 + Penalty 3328.844727 = -2595265.897109
  nChanged 49
		SP:Iteration 24Q (181527.780000 sec): 3 clusters
  Score: Raw -2598610.327371 + Penalty 3328.844727 = -2595281.482644
  nChanged 27
		SP:Iteration 25Q (181528.130000 sec): 3 clusters
  Score: Raw -2598616.623423 + Penalty 3328.844727 = -2595287.778696
  nChanged 21
		SP:Iteration 26Q (181528.480000 sec): 3 clusters
  Score: Raw -2598623.340370 + Penalty 3328.844727 = -2595294.495643
  nChanged 15
		SP:Iteration 27Q (181528.830000 sec): 3 clusters
  Score: Raw -2598627.888807 + Penalty 3328.844727 = -2595299.044080
  nChanged 16
		SP:Iteration 28Q (181529.170000 sec): 3 clusters
  Score: Raw -2598632.507004 + Penalty 3328.844727 = -2595303.662277
  nChanged 14
		SP:Iteration 29Q (181529.520000 sec): 3 clusters
  Score: Raw -2598635.955373 + Penalty 3328.844727 = -2595307.110646
  nChanged 15
		SP:Iteration 30Q (181529.870000 sec): 3 clusters
  Score: Raw -2598639.747072 + Penalty 3328.844727 = -2595310.902345
  nChanged 13
		SP:Iteration 31Q (181530.210000 sec): 3 clusters
  Score: Raw -2598643.132691 + Penalty 3328.844727 = -2595314.287964
  nChanged 12
		SP:Iteration 32Q (181530.560000 sec): 3 clusters
  Score: Raw -2598645.969871 + Penalty 3328.844727 = -2595317.125144
  nChanged 10
		SP:Iteration 33Q (181530.910000 sec): 3 clusters
  Score: Raw -2598647.594889 + Penalty 3328.844727 = -2595318.750162
  nChanged 6
		SP:Iteration 34Q (181531.250000 sec): 3 clusters
  Score: Raw -2598648.658688 + Penalty 3328.844727 = -2595319.813961
  nChanged 4
		SP:Iteration 35Q (181531.600000 sec): 3 clusters
  Score: Raw -2598649.304965 + Penalty 3328.844727 = -2595320.460238
  nChanged 5
		SP:Iteration 36Q (181531.950000 sec): 3 clusters
  Score: Raw -2598650.118640 + Penalty 3328.844727 = -2595321.273913
  nChanged 6
		SP:Iteration 37Q (181532.290000 sec): 3 clusters
  Score: Raw -2598650.836472 + Penalty 3328.844727 = -2595321.991745
  nChanged 4
		SP:Iteration 38Q (181532.640000 sec): 3 clusters
  Score: Raw -2598651.613748 + Penalty 3328.844727 = -2595322.769021
  nChanged 3
		SP:Iteration 39Q (181532.990000 sec): 3 clusters
  Score: Raw -2598652.188734 + Penalty 3328.844727 = -2595323.344007
  nChanged 0
		SP:Iteration 40F (181533.380000 sec): 3 clusters
  Score: Raw -2598652.188734 + Penalty 3328.844727 = -2595323.344007
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (3706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181533.470000 sec): 2 clusters
  Score: Raw -270962.361842 + Penalty 1335.377616 = -269626.984226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181533.650000 sec): 3 clusters
  Score: Raw -269182.766564 + Penalty 2670.755232 = -266512.011332
  nChanged 1483
		SP:Iteration 1F (181533.820000 sec): 3 clusters
  Score: Raw -270152.519844 + Penalty 2670.755232 = -267481.764612
  nChanged 357
		SP:Iteration 2F (181534.000000 sec): 3 clusters
  Score: Raw -270463.885668 + Penalty 2670.755232 = -267793.130436
  nChanged 275
		SP:Iteration 3F (181534.170000 sec): 3 clusters
  Score: Raw -270728.364349 + Penalty 2670.755232 = -268057.609117
  nChanged 228
		SP:Iteration 4F (181534.350000 sec): 3 clusters
  Score: Raw -270958.645573 + Penalty 2670.755232 = -268287.890341
  nChanged 182
		SP:Iteration 5Q (181534.530000 sec): 3 clusters
  Score: Raw -271157.923134 + Penalty 2670.755232 = -268487.167902
  nChanged 182
		SP:Iteration 6Q (181534.700000 sec): 3 clusters
  Score: Raw -271350.580739 + Penalty 2670.755232 = -268679.825507
  nChanged 159
		SP:Iteration 7Q (181534.880000 sec): 3 clusters
  Score: Raw -271489.913273 + Penalty 2670.755232 = -268819.158041
  nChanged 111
		SP:Iteration 8Q (181535.050000 sec): 3 clusters
  Score: Raw -271557.019064 + Penalty 2670.755232 = -268886.263832
  nChanged 78
		SP:Iteration 9Q (181535.230000 sec): 3 clusters
  Score: Raw -271601.005902 + Penalty 2670.755232 = -268930.250669
  nChanged 59
		SP:Iteration 10Q (181535.410000 sec): 3 clusters
  Score: Raw -271628.178723 + Penalty 2670.755232 = -268957.423491
  nChanged 43
		SP:Iteration 11Q (181535.580000 sec): 3 clusters
  Score: Raw -271646.144305 + Penalty 2670.755232 = -268975.389073
  nChanged 36
		SP:Iteration 12Q (181535.760000 sec): 3 clusters
  Score: Raw -271658.533266 + Penalty 2670.755232 = -268987.778034
  nChanged 23
		SP:Iteration 13Q (181535.930000 sec): 3 clusters
  Score: Raw -271669.628159 + Penalty 2670.755232 = -268998.872926
  nChanged 28
		SP:Iteration 14Q (181536.110000 sec): 3 clusters
  Score: Raw -271679.282763 + Penalty 2670.755232 = -269008.527531
  nChanged 17
		SP:Iteration 15Q (181536.290000 sec): 3 clusters
  Score: Raw -271683.226927 + Penalty 2670.755232 = -269012.471695
  nChanged 14
		SP:Iteration 16Q (181536.460000 sec): 3 clusters
  Score: Raw -271687.092265 + Penalty 2670.755232 = -269016.337033
  nChanged 13
		SP:Iteration 17Q (181536.640000 sec): 3 clusters
  Score: Raw -271690.859948 + Penalty 2670.755232 = -269020.104716
  nChanged 9
		SP:Iteration 18Q (181536.810000 sec): 3 clusters
  Score: Raw -271694.239582 + Penalty 2670.755232 = -269023.484350
  nChanged 8
		SP:Iteration 19Q (181536.990000 sec): 3 clusters
  Score: Raw -271696.669574 + Penalty 2670.755232 = -269025.914342
  nChanged 7
		SP:Iteration 20F (181537.150000 sec): 3 clusters
  Score: Raw -271698.290659 + Penalty 2670.755232 = -269027.535427
  nChanged 9
		SP:Iteration 21Q (181537.320000 sec): 3 clusters
  Score: Raw -271701.010423 + Penalty 2670.755232 = -269030.255191
  nChanged 11
		SP:Iteration 22Q (181537.500000 sec): 3 clusters
  Score: Raw -271705.425161 + Penalty 2670.755232 = -269034.669929
  nChanged 15
		SP:Iteration 23Q (181537.670000 sec): 3 clusters
  Score: Raw -271712.087657 + Penalty 2670.755232 = -269041.332425
  nChanged 14
		SP:Iteration 24Q (181537.850000 sec): 3 clusters
  Score: Raw -271718.783943 + Penalty 2670.755232 = -269048.028711
  nChanged 19
		SP:Iteration 25Q (181538.030000 sec): 3 clusters
  Score: Raw -271724.620320 + Penalty 2670.755232 = -269053.865088
  nChanged 18
		SP:Iteration 26Q (181538.200000 sec): 3 clusters
  Score: Raw -271730.393210 + Penalty 2670.755232 = -269059.637978
  nChanged 7
		SP:Iteration 27Q (181538.380000 sec): 3 clusters
  Score: Raw -271733.126971 + Penalty 2670.755232 = -269062.371739
  nChanged 10
		SP:Iteration 28Q (181538.550000 sec): 3 clusters
  Score: Raw -271735.351318 + Penalty 2670.755232 = -269064.596086
  nChanged 1
		SP:Iteration 29Q (181538.730000 sec): 3 clusters
  Score: Raw -271735.492509 + Penalty 2670.755232 = -269064.737277
  nChanged 0
		SP:Iteration 30F (181538.910000 sec): 3 clusters
  Score: Raw -271735.492509 + Penalty 2670.755232 = -269064.737277
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 75 (4862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181539.000000 sec): 2 clusters
  Score: Raw -339517.529526 + Penalty 1379.495838 = -338138.033689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181539.170000 sec): 3 clusters
  Score: Raw -337050.103731 + Penalty 2758.991675 = -334291.112056
  nChanged 1930
		SP:Iteration 1F (181539.350000 sec): 3 clusters
  Score: Raw -338313.446615 + Penalty 2758.991675 = -335554.454940
  nChanged 486
		SP:Iteration 2F (181539.530000 sec): 3 clusters
  Score: Raw -338735.373846 + Penalty 2758.991675 = -335976.382171
  nChanged 378
		SP:Iteration 3F (181539.700000 sec): 3 clusters
  Score: Raw -339030.293977 + Penalty 2758.991675 = -336271.302302
  nChanged 317
		SP:Iteration 4F (181539.880000 sec): 3 clusters
  Score: Raw -339248.482544 + Penalty 2758.991675 = -336489.490868
  nChanged 237
		SP:Iteration 5Q (181540.050000 sec): 3 clusters
  Score: Raw -339397.740214 + Penalty 2758.991675 = -336638.748539
  nChanged 177
		SP:Iteration 6Q (181540.230000 sec): 3 clusters
  Score: Raw -339499.712006 + Penalty 2758.991675 = -336740.720331
  nChanged 150
		SP:Iteration 7Q (181540.400000 sec): 3 clusters
  Score: Raw -339578.530675 + Penalty 2758.991675 = -336819.539000
  nChanged 120
		SP:Iteration 8Q (181540.580000 sec): 3 clusters
  Score: Raw -339636.707937 + Penalty 2758.991675 = -336877.716262
  nChanged 93
		SP:Iteration 9Q (181540.750000 sec): 3 clusters
  Score: Raw -339682.062876 + Penalty 2758.991675 = -336923.071201
  nChanged 90
		SP:Iteration 10Q (181540.930000 sec): 3 clusters
  Score: Raw -339723.179114 + Penalty 2758.991675 = -336964.187439
  nChanged 87
		SP:Iteration 11Q (181541.110000 sec): 3 clusters
  Score: Raw -339760.592708 + Penalty 2758.991675 = -337001.601033
  nChanged 69
		SP:Iteration 12Q (181541.320000 sec): 3 clusters
  Score: Raw -339794.256742 + Penalty 2758.991675 = -337035.265067
  nChanged 64
		SP:Iteration 13Q (181541.470000 sec): 3 clusters
  Score: Raw -339821.125204 + Penalty 2758.991675 = -337062.133528
  nChanged 60
		SP:Iteration 14Q (181541.650000 sec): 3 clusters
  Score: Raw -339849.658628 + Penalty 2758.991675 = -337090.666953
  nChanged 66
		SP:Iteration 15Q (181541.820000 sec): 3 clusters
  Score: Raw -339887.899967 + Penalty 2758.991675 = -337128.908292
  nChanged 69
		SP:Iteration 16Q (181542.000000 sec): 3 clusters
  Score: Raw -339925.593898 + Penalty 2758.991675 = -337166.602222
  nChanged 69
		SP:Iteration 17Q (181542.170000 sec): 3 clusters
  Score: Raw -339957.269023 + Penalty 2758.991675 = -337198.277348
  nChanged 56
		SP:Iteration 18Q (181542.350000 sec): 3 clusters
  Score: Raw -339988.490425 + Penalty 2758.991675 = -337229.498750
  nChanged 61
		SP:Iteration 19Q (181542.530000 sec): 3 clusters
  Score: Raw -340012.732316 + Penalty 2758.991675 = -337253.740641
  nChanged 64
		SP:Iteration 20F (181542.700000 sec): 3 clusters
  Score: Raw -340041.700939 + Penalty 2758.991675 = -337282.709264
  nChanged 57
		SP:Iteration 21Q (181542.880000 sec): 3 clusters
  Score: Raw -340065.322636 + Penalty 2758.991675 = -337306.330960
  nChanged 49
		SP:Iteration 22Q (181543.050000 sec): 3 clusters
  Score: Raw -340086.136935 + Penalty 2758.991675 = -337327.145260
  nChanged 41
		SP:Iteration 23Q (181543.230000 sec): 3 clusters
  Score: Raw -340103.490961 + Penalty 2758.991675 = -337344.499285
  nChanged 41
		SP:Iteration 24Q (181543.410000 sec): 3 clusters
  Score: Raw -340117.628774 + Penalty 2758.991675 = -337358.637098
  nChanged 38
		SP:Iteration 25Q (181543.580000 sec): 3 clusters
  Score: Raw -340131.924169 + Penalty 2758.991675 = -337372.932493
  nChanged 40
		SP:Iteration 26Q (181543.760000 sec): 3 clusters
  Score: Raw -340145.446990 + Penalty 2758.991675 = -337386.455314
  nChanged 35
		SP:Iteration 27Q (181543.930000 sec): 3 clusters
  Score: Raw -340155.606681 + Penalty 2758.991675 = -337396.615005
  nChanged 31
		SP:Iteration 28Q (181544.110000 sec): 3 clusters
  Score: Raw -340163.197692 + Penalty 2758.991675 = -337404.206017
  nChanged 21
		SP:Iteration 29Q (181544.290000 sec): 3 clusters
  Score: Raw -340169.764855 + Penalty 2758.991675 = -337410.773179
  nChanged 19
		SP:Iteration 30Q (181544.460000 sec): 3 clusters
  Score: Raw -340175.716634 + Penalty 2758.991675 = -337416.724958
  nChanged 18
		SP:Iteration 31Q (181544.640000 sec): 3 clusters
  Score: Raw -340182.201229 + Penalty 2758.991675 = -337423.209553
  nChanged 25
		SP:Iteration 32Q (181544.810000 sec): 3 clusters
  Score: Raw -340191.505407 + Penalty 2758.991675 = -337432.513732
  nChanged 20
		SP:Iteration 33Q (181544.990000 sec): 3 clusters
  Score: Raw -340199.695150 + Penalty 2758.991675 = -337440.703474
  nChanged 16
		SP:Iteration 34Q (181545.170000 sec): 3 clusters
  Score: Raw -340205.552316 + Penalty 2758.991675 = -337446.560641
  nChanged 21
		SP:Iteration 35Q (181545.340000 sec): 3 clusters
  Score: Raw -340211.873371 + Penalty 2758.991675 = -337452.881695
  nChanged 15
		SP:Iteration 36Q (181545.560000 sec): 3 clusters
  Score: Raw -340215.671703 + Penalty 2758.991675 = -337456.680028
  nChanged 16
		SP:Iteration 37Q (181545.710000 sec): 3 clusters
  Score: Raw -340220.966834 + Penalty 2758.991675 = -337461.975158
  nChanged 18
		SP:Iteration 38Q (181545.880000 sec): 3 clusters
  Score: Raw -340224.836142 + Penalty 2758.991675 = -337465.844466
  nChanged 9
		SP:Iteration 39Q (181546.060000 sec): 3 clusters
  Score: Raw -340227.209724 + Penalty 2758.991675 = -337468.218049
  nChanged 7
		SP:Iteration 40F (181546.240000 sec): 3 clusters
  Score: Raw -340228.614911 + Penalty 2758.991675 = -337469.623236
  nChanged 9
		SP:Iteration 41Q (181546.410000 sec): 3 clusters
  Score: Raw -340230.613053 + Penalty 2758.991675 = -337471.621377
  nChanged 9
		SP:Iteration 42Q (181546.580000 sec): 3 clusters
  Score: Raw -340232.964929 + Penalty 2758.991675 = -337473.973254
  nChanged 12
		SP:Iteration 43Q (181546.760000 sec): 3 clusters
  Score: Raw -340235.774013 + Penalty 2758.991675 = -337476.782338
  nChanged 10
		SP:Iteration 44Q (181546.940000 sec): 3 clusters
  Score: Raw -340237.677322 + Penalty 2758.991675 = -337478.685647
  nChanged 3
		SP:Iteration 45Q (181547.110000 sec): 3 clusters
  Score: Raw -340238.333416 + Penalty 2758.991675 = -337479.341740
  nChanged 6
		SP:Iteration 46Q (181547.290000 sec): 3 clusters
  Score: Raw -340239.588727 + Penalty 2758.991675 = -337480.597052
  nChanged 3
		SP:Iteration 47Q (181547.460000 sec): 3 clusters
  Score: Raw -340239.794929 + Penalty 2758.991675 = -337480.803254
  nChanged 1
		SP:Iteration 48Q (181547.640000 sec): 3 clusters
  Score: Raw -340239.908476 + Penalty 2758.991675 = -337480.916800
  nChanged 1
		SP:Iteration 49Q (181547.810000 sec): 3 clusters
  Score: Raw -340240.054043 + Penalty 2758.991675 = -337481.062368
  nChanged 0
		SP:Iteration 50F (181547.990000 sec): 3 clusters
  Score: Raw -340240.054043 + Penalty 2758.991675 = -337481.062368
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 76 (4150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181548.090000 sec): 2 clusters
  Score: Raw -423961.328851 + Penalty 1353.765337 = -422607.563514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181548.270000 sec): 3 clusters
  Score: Raw -421874.024918 + Penalty 2707.530674 = -419166.494244
  nChanged 1675
		SP:Iteration 1F (181548.440000 sec): 3 clusters
  Score: Raw -422788.479630 + Penalty 2707.530674 = -420080.948956
  nChanged 321
		SP:Iteration 2F (181548.620000 sec): 3 clusters
  Score: Raw -423006.337670 + Penalty 2707.530674 = -420298.806995
  nChanged 256
		SP:Iteration 3F (181548.800000 sec): 3 clusters
  Score: Raw -423175.071526 + Penalty 2707.530674 = -420467.540852
  nChanged 207
		SP:Iteration 4Q (181548.970000 sec): 3 clusters
  Score: Raw -423314.886915 + Penalty 2707.530674 = -420607.356241
  nChanged 178
		SP:Iteration 5Q (181549.150000 sec): 3 clusters
  Score: Raw -423424.937253 + Penalty 2707.530674 = -420717.406579
  nChanged 171
		SP:Iteration 6Q (181549.320000 sec): 3 clusters
  Score: Raw -423537.592625 + Penalty 2707.530674 = -420830.061951
  nChanged 139
		SP:Iteration 7Q (181549.500000 sec): 3 clusters
  Score: Raw -423624.902369 + Penalty 2707.530674 = -420917.371695
  nChanged 110
		SP:Iteration 8Q (181549.680000 sec): 3 clusters
  Score: Raw -423686.703969 + Penalty 2707.530674 = -420979.173294
  nChanged 86
		SP:Iteration 9Q (181549.850000 sec): 3 clusters
  Score: Raw -423736.057832 + Penalty 2707.530674 = -421028.527158
  nChanged 83
		SP:Iteration 10Q (181550.030000 sec): 3 clusters
  Score: Raw -423791.898911 + Penalty 2707.530674 = -421084.368236
  nChanged 81
		SP:Iteration 11Q (181550.200000 sec): 3 clusters
  Score: Raw -423833.046735 + Penalty 2707.530674 = -421125.516061
  nChanged 65
		SP:Iteration 12Q (181550.380000 sec): 3 clusters
  Score: Raw -423872.325996 + Penalty 2707.530674 = -421164.795322
  nChanged 66
		SP:Iteration 13Q (181550.560000 sec): 3 clusters
  Score: Raw -423916.598269 + Penalty 2707.530674 = -421209.067595
  nChanged 61
		SP:Iteration 14Q (181550.730000 sec): 3 clusters
  Score: Raw -423952.583879 + Penalty 2707.530674 = -421245.053204
  nChanged 46
		SP:Iteration 15Q (181550.900000 sec): 3 clusters
  Score: Raw -423977.189821 + Penalty 2707.530674 = -421269.659147
  nChanged 32
		SP:Iteration 16Q (181551.080000 sec): 3 clusters
  Score: Raw -423995.762538 + Penalty 2707.530674 = -421288.231863
  nChanged 28
		SP:Iteration 17Q (181551.260000 sec): 3 clusters
  Score: Raw -424012.129798 + Penalty 2707.530674 = -421304.599123
  nChanged 24
		SP:Iteration 18Q (181551.430000 sec): 3 clusters
  Score: Raw -424023.532821 + Penalty 2707.530674 = -421316.002146
  nChanged 21
		SP:Iteration 19Q (181551.610000 sec): 3 clusters
  Score: Raw -424034.510999 + Penalty 2707.530674 = -421326.980324
  nChanged 13
		SP:Iteration 20F (181551.780000 sec): 3 clusters
  Score: Raw -424040.641615 + Penalty 2707.530674 = -421333.110941
  nChanged 14
		SP:Iteration 21Q (181551.960000 sec): 3 clusters
  Score: Raw -424047.467624 + Penalty 2707.530674 = -421339.936950
  nChanged 9
		SP:Iteration 22Q (181552.140000 sec): 3 clusters
  Score: Raw -424052.301704 + Penalty 2707.530674 = -421344.771030
  nChanged 10
		SP:Iteration 23Q (181552.310000 sec): 3 clusters
  Score: Raw -424056.979026 + Penalty 2707.530674 = -421349.448351
  nChanged 5
		SP:Iteration 24Q (181552.490000 sec): 3 clusters
  Score: Raw -424058.935608 + Penalty 2707.530674 = -421351.404934
  nChanged 1
		SP:Iteration 25Q (181552.660000 sec): 3 clusters
  Score: Raw -424059.260392 + Penalty 2707.530674 = -421351.729718
  nChanged 1
		SP:Iteration 26Q (181552.840000 sec): 3 clusters
  Score: Raw -424059.601442 + Penalty 2707.530674 = -421352.070767
  nChanged 0
		SP:Iteration 27F (181553.020000 sec): 3 clusters
  Score: Raw -424059.601442 + Penalty 2707.530674 = -421352.070767
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 77 (3552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181553.120000 sec): 2 clusters
  Score: Raw -289546.330014 + Penalty 1328.480742 = -288217.849272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181553.300000 sec): 3 clusters
  Score: Raw -287881.083728 + Penalty 2656.961484 = -285224.122244
  nChanged 1392
		SP:Iteration 1F (181553.480000 sec): 3 clusters
  Score: Raw -288945.366311 + Penalty 2656.961484 = -286288.404827
  nChanged 342
		SP:Iteration 2F (181553.650000 sec): 3 clusters
  Score: Raw -289297.413129 + Penalty 2656.961484 = -286640.451645
  nChanged 251
		SP:Iteration 3F (181553.830000 sec): 3 clusters
  Score: Raw -289540.660226 + Penalty 2656.961484 = -286883.698742
  nChanged 183
		SP:Iteration 4F (181554.000000 sec): 3 clusters
  Score: Raw -289706.750409 + Penalty 2656.961484 = -287049.788925
  nChanged 144
		SP:Iteration 5Q (181554.180000 sec): 3 clusters
  Score: Raw -289824.959352 + Penalty 2656.961484 = -287167.997868
  nChanged 114
		SP:Iteration 6Q (181554.350000 sec): 3 clusters
  Score: Raw -289902.234859 + Penalty 2656.961484 = -287245.273376
  nChanged 74
		SP:Iteration 7Q (181554.530000 sec): 3 clusters
  Score: Raw -289951.517630 + Penalty 2656.961484 = -287294.556146
  nChanged 61
		SP:Iteration 8Q (181554.700000 sec): 3 clusters
  Score: Raw -289986.312772 + Penalty 2656.961484 = -287329.351288
  nChanged 50
		SP:Iteration 9Q (181554.880000 sec): 3 clusters
  Score: Raw -290011.125906 + Penalty 2656.961484 = -287354.164422
  nChanged 37
		SP:Iteration 10Q (181555.060000 sec): 3 clusters
  Score: Raw -290027.860373 + Penalty 2656.961484 = -287370.898889
  nChanged 30
		SP:Iteration 11Q (181555.230000 sec): 3 clusters
  Score: Raw -290041.872596 + Penalty 2656.961484 = -287384.911112
  nChanged 31
		SP:Iteration 12Q (181555.410000 sec): 3 clusters
  Score: Raw -290055.370727 + Penalty 2656.961484 = -287398.409243
  nChanged 23
		SP:Iteration 13Q (181555.580000 sec): 3 clusters
  Score: Raw -290066.119332 + Penalty 2656.961484 = -287409.157848
  nChanged 27
		SP:Iteration 14Q (181555.760000 sec): 3 clusters
  Score: Raw -290077.750209 + Penalty 2656.961484 = -287420.788725
  nChanged 19
		SP:Iteration 15Q (181555.940000 sec): 3 clusters
  Score: Raw -290086.071000 + Penalty 2656.961484 = -287429.109516
  nChanged 16
		SP:Iteration 16Q (181556.110000 sec): 3 clusters
  Score: Raw -290091.345399 + Penalty 2656.961484 = -287434.383915
  nChanged 12
		SP:Iteration 17Q (181556.290000 sec): 3 clusters
  Score: Raw -290095.469685 + Penalty 2656.961484 = -287438.508201
  nChanged 10
		SP:Iteration 18Q (181556.460000 sec): 3 clusters
  Score: Raw -290098.251551 + Penalty 2656.961484 = -287441.290067
  nChanged 8
		SP:Iteration 19Q (181556.640000 sec): 3 clusters
  Score: Raw -290100.678819 + Penalty 2656.961484 = -287443.717335
  nChanged 5
		SP:Iteration 20F (181556.820000 sec): 3 clusters
  Score: Raw -290102.453931 + Penalty 2656.961484 = -287445.492447
  nChanged 4
		SP:Iteration 21Q (181556.990000 sec): 3 clusters
  Score: Raw -290103.451297 + Penalty 2656.961484 = -287446.489814
  nChanged 4
		SP:Iteration 22Q (181557.170000 sec): 3 clusters
  Score: Raw -290104.402088 + Penalty 2656.961484 = -287447.440604
  nChanged 5
		SP:Iteration 23Q (181557.340000 sec): 3 clusters
  Score: Raw -290105.588825 + Penalty 2656.961484 = -287448.627341
  nChanged 3
		SP:Iteration 24Q (181557.520000 sec): 3 clusters
  Score: Raw -290106.274285 + Penalty 2656.961484 = -287449.312801
  nChanged 1
		SP:Iteration 25Q (181557.700000 sec): 3 clusters
  Score: Raw -290106.608867 + Penalty 2656.961484 = -287449.647383
  nChanged 3
		SP:Iteration 26Q (181557.870000 sec): 3 clusters
  Score: Raw -290107.213764 + Penalty 2656.961484 = -287450.252280
  nChanged 2
		SP:Iteration 27Q (181558.070000 sec): 3 clusters
  Score: Raw -290107.648097 + Penalty 2656.961484 = -287450.686613
  nChanged 1
		SP:Iteration 28Q (181558.220000 sec): 3 clusters
  Score: Raw -290108.103484 + Penalty 2656.961484 = -287451.142000
  nChanged 2
		SP:Iteration 29Q (181558.400000 sec): 3 clusters
  Score: Raw -290108.534082 + Penalty 2656.961484 = -287451.572598
  nChanged 0
		SP:Iteration 30F (181558.580000 sec): 3 clusters
  Score: Raw -290108.534082 + Penalty 2656.961484 = -287451.572598
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 78 (15954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181558.750000 sec): 2 clusters
  Score: Raw -1382177.582091 + Penalty 1572.588040 = -1380604.994052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181559.080000 sec): 3 clusters
  Score: Raw -1372762.560388 + Penalty 3145.176080 = -1369617.384308
  nChanged 7114
		SP:Iteration 1F (181559.390000 sec): 3 clusters
  Score: Raw -1377108.484601 + Penalty 3145.176080 = -1373963.308522
  nChanged 1230
		SP:Iteration 2F (181559.700000 sec): 3 clusters
  Score: Raw -1377978.622769 + Penalty 3145.176080 = -1374833.446689
  nChanged 1247
		SP:Iteration 3F (181560.010000 sec): 3 clusters
  Score: Raw -1378876.667445 + Penalty 3145.176080 = -1375731.491365
  nChanged 1126
		SP:Iteration 4F (181560.320000 sec): 3 clusters
  Score: Raw -1379556.491567 + Penalty 3145.176080 = -1376411.315487
  nChanged 894
		SP:Iteration 5F (181560.630000 sec): 3 clusters
  Score: Raw -1380064.593083 + Penalty 3145.176080 = -1376919.417003
  nChanged 738
		SP:Iteration 6Q (181560.940000 sec): 3 clusters
  Score: Raw -1380407.912236 + Penalty 3145.176080 = -1377262.736156
  nChanged 576
		SP:Iteration 7Q (181561.250000 sec): 3 clusters
  Score: Raw -1380643.667297 + Penalty 3145.176080 = -1377498.491217
  nChanged 441
		SP:Iteration 8Q (181561.560000 sec): 3 clusters
  Score: Raw -1380800.528971 + Penalty 3145.176080 = -1377655.352891
  nChanged 363
		SP:Iteration 9Q (181561.870000 sec): 3 clusters
  Score: Raw -1380924.148412 + Penalty 3145.176080 = -1377778.972332
  nChanged 330
		SP:Iteration 10Q (181562.180000 sec): 3 clusters
  Score: Raw -1381039.663116 + Penalty 3145.176080 = -1377894.487036
  nChanged 287
		SP:Iteration 11Q (181562.490000 sec): 3 clusters
  Score: Raw -1381125.618535 + Penalty 3145.176080 = -1377980.442455
  nChanged 256
		SP:Iteration 12Q (181562.800000 sec): 3 clusters
  Score: Raw -1381206.549229 + Penalty 3145.176080 = -1378061.373149
  nChanged 237
		SP:Iteration 13Q (181563.110000 sec): 3 clusters
  Score: Raw -1381279.316209 + Penalty 3145.176080 = -1378134.140129
  nChanged 231
		SP:Iteration 14Q (181563.420000 sec): 3 clusters
  Score: Raw -1381357.366493 + Penalty 3145.176080 = -1378212.190413
  nChanged 203
		SP:Iteration 15Q (181563.730000 sec): 3 clusters
  Score: Raw -1381425.897211 + Penalty 3145.176080 = -1378280.721131
  nChanged 229
		SP:Iteration 16Q (181564.020000 sec): 3 clusters
  Score: Raw -1381500.867790 + Penalty 3145.176080 = -1378355.691710
  nChanged 233
		SP:Iteration 17Q (181564.340000 sec): 3 clusters
  Score: Raw -1381571.384689 + Penalty 3145.176080 = -1378426.208610
  nChanged 213
		SP:Iteration 18Q (181564.570000 sec): 3 clusters
  Score: Raw -1381624.351474 + Penalty 3145.176080 = -1378479.175394
  nChanged 176
		SP:Iteration 19Q (181564.880000 sec): 3 clusters
  Score: Raw -1381667.644240 + Penalty 3145.176080 = -1378522.468161
  nChanged 171
		SP:Iteration 20F (181565.190000 sec): 3 clusters
  Score: Raw -1381706.435135 + Penalty 3145.176080 = -1378561.259055
  nChanged 150
		SP:Iteration 21Q (181565.440000 sec): 3 clusters
  Score: Raw -1381735.922390 + Penalty 3145.176080 = -1378590.746310
  nChanged 135
		SP:Iteration 22Q (181565.820000 sec): 3 clusters
  Score: Raw -1381765.593485 + Penalty 3145.176080 = -1378620.417405
  nChanged 136
		SP:Iteration 23Q (181566.080000 sec): 3 clusters
  Score: Raw -1381793.917664 + Penalty 3145.176080 = -1378648.741585
  nChanged 130
		SP:Iteration 24Q (181566.390000 sec): 3 clusters
  Score: Raw -1381818.975336 + Penalty 3145.176080 = -1378673.799257
  nChanged 112
		SP:Iteration 25Q (181566.660000 sec): 3 clusters
  Score: Raw -1381840.705086 + Penalty 3145.176080 = -1378695.529006
  nChanged 119
		SP:Iteration 26Q (181566.970000 sec): 3 clusters
  Score: Raw -1381864.485682 + Penalty 3145.176080 = -1378719.309602
  nChanged 110
		SP:Iteration 27Q (181567.280000 sec): 3 clusters
  Score: Raw -1381892.222962 + Penalty 3145.176080 = -1378747.046882
  nChanged 115
		SP:Iteration 28Q (181567.540000 sec): 3 clusters
  Score: Raw -1381922.537196 + Penalty 3145.176080 = -1378777.361117
  nChanged 128
		SP:Iteration 29Q (181567.860000 sec): 3 clusters
  Score: Raw -1381963.456092 + Penalty 3145.176080 = -1378818.280013
  nChanged 130
		SP:Iteration 30Q (181568.160000 sec): 3 clusters
  Score: Raw -1382004.718021 + Penalty 3145.176080 = -1378859.541941
  nChanged 147
		SP:Iteration 31Q (181568.480000 sec): 3 clusters
  Score: Raw -1382060.876817 + Penalty 3145.176080 = -1378915.700738
  nChanged 169
		SP:Iteration 32Q (181568.790000 sec): 3 clusters
  Score: Raw -1382133.480259 + Penalty 3145.176080 = -1378988.304179
  nChanged 165
		SP:Iteration 33Q (181569.100000 sec): 3 clusters
  Score: Raw -1382216.726921 + Penalty 3145.176080 = -1379071.550841
  nChanged 160
		SP:Iteration 34Q (181569.410000 sec): 3 clusters
  Score: Raw -1382313.819546 + Penalty 3145.176080 = -1379168.643466
  nChanged 169
		SP:Iteration 35Q (181569.720000 sec): 3 clusters
  Score: Raw -1382419.655127 + Penalty 3145.176080 = -1379274.479047
  nChanged 147
		SP:Iteration 36Q (181570.020000 sec): 3 clusters
  Score: Raw -1382490.046864 + Penalty 3145.176080 = -1379344.870785
  nChanged 145
		SP:Iteration 37Q (181570.330000 sec): 3 clusters
  Score: Raw -1382557.212309 + Penalty 3145.176080 = -1379412.036229
  nChanged 144
		SP:Iteration 38Q (181570.660000 sec): 3 clusters
  Score: Raw -1382619.484139 + Penalty 3145.176080 = -1379474.308060
  nChanged 124
		SP:Iteration 39Q (181570.900000 sec): 3 clusters
  Score: Raw -1382664.943085 + Penalty 3145.176080 = -1379519.767005
  nChanged 108
		SP:Iteration 40F (181571.200000 sec): 3 clusters
  Score: Raw -1382700.912037 + Penalty 3145.176080 = -1379555.735957
  nChanged 78
		SP:Iteration 41Q (181571.520000 sec): 3 clusters
  Score: Raw -1382725.206152 + Penalty 3145.176080 = -1379580.030073
  nChanged 71
		SP:Iteration 42Q (181571.780000 sec): 3 clusters
  Score: Raw -1382748.141426 + Penalty 3145.176080 = -1379602.965347
  nChanged 67
		SP:Iteration 43Q (181572.040000 sec): 3 clusters
  Score: Raw -1382767.271373 + Penalty 3145.176080 = -1379622.095293
  nChanged 64
		SP:Iteration 44Q (181572.290000 sec): 3 clusters
  Score: Raw -1382787.741803 + Penalty 3145.176080 = -1379642.565723
  nChanged 59
		SP:Iteration 45Q (181572.550000 sec): 3 clusters
  Score: Raw -1382803.956387 + Penalty 3145.176080 = -1379658.780308
  nChanged 55
		SP:Iteration 46Q (181572.770000 sec): 3 clusters
  Score: Raw -1382817.262657 + Penalty 3145.176080 = -1379672.086577
  nChanged 40
		SP:Iteration 47Q (181572.960000 sec): 3 clusters
  Score: Raw -1382824.903632 + Penalty 3145.176080 = -1379679.727553
  nChanged 30
		SP:Iteration 48Q (181573.270000 sec): 3 clusters
  Score: Raw -1382831.823764 + Penalty 3145.176080 = -1379686.647685
  nChanged 27
		SP:Iteration 49Q (181573.540000 sec): 3 clusters
  Score: Raw -1382837.708697 + Penalty 3145.176080 = -1379692.532618
  nChanged 30
		SP:Iteration 50Q (181573.800000 sec): 3 clusters
  Score: Raw -1382844.788775 + Penalty 3145.176080 = -1379699.612695
  nChanged 28
		SP:Iteration 51Q (181574.070000 sec): 3 clusters
  Score: Raw -1382850.651167 + Penalty 3145.176080 = -1379705.475087
  nChanged 27
		SP:Iteration 52Q (181574.340000 sec): 3 clusters
  Score: Raw -1382856.755683 + Penalty 3145.176080 = -1379711.579604
  nChanged 25
		SP:Iteration 53Q (181574.610000 sec): 3 clusters
  Score: Raw -1382861.983510 + Penalty 3145.176080 = -1379716.807430
  nChanged 25
		SP:Iteration 54Q (181574.840000 sec): 3 clusters
  Score: Raw -1382866.961824 + Penalty 3145.176080 = -1379721.785744
  nChanged 21
		SP:Iteration 55Q (181575.100000 sec): 3 clusters
  Score: Raw -1382870.610951 + Penalty 3145.176080 = -1379725.434871
  nChanged 15
		SP:Iteration 56Q (181575.370000 sec): 3 clusters
  Score: Raw -1382873.988987 + Penalty 3145.176080 = -1379728.812907
  nChanged 16
		SP:Iteration 57Q (181575.640000 sec): 3 clusters
  Score: Raw -1382878.297465 + Penalty 3145.176080 = -1379733.121385
  nChanged 22
		SP:Iteration 58Q (181575.910000 sec): 3 clusters
  Score: Raw -1382882.471363 + Penalty 3145.176080 = -1379737.295284
  nChanged 15
		SP:Iteration 59Q (181576.180000 sec): 3 clusters
  Score: Raw -1382885.891054 + Penalty 3145.176080 = -1379740.714974
  nChanged 17
		SP:Iteration 60F (181576.380000 sec): 3 clusters
  Score: Raw -1382888.873568 + Penalty 3145.176080 = -1379743.697488
  nChanged 13
		SP:Iteration 61Q (181576.680000 sec): 3 clusters
  Score: Raw -1382891.136495 + Penalty 3145.176080 = -1379745.960415
  nChanged 12
		SP:Iteration 62Q (181576.920000 sec): 3 clusters
  Score: Raw -1382892.827496 + Penalty 3145.176080 = -1379747.651416
  nChanged 11
		SP:Iteration 63Q (181577.210000 sec): 3 clusters
  Score: Raw -1382894.772988 + Penalty 3145.176080 = -1379749.596909
  nChanged 10
		SP:Iteration 64Q (181577.430000 sec): 3 clusters
  Score: Raw -1382896.163224 + Penalty 3145.176080 = -1379750.987145
  nChanged 7
		SP:Iteration 65Q (181577.750000 sec): 3 clusters
  Score: Raw -1382897.251771 + Penalty 3145.176080 = -1379752.075691
  nChanged 7
		SP:Iteration 66Q (181577.980000 sec): 3 clusters
  Score: Raw -1382898.112564 + Penalty 3145.176080 = -1379752.936484
  nChanged 5
		SP:Iteration 67Q (181578.240000 sec): 3 clusters
  Score: Raw -1382898.622660 + Penalty 3145.176080 = -1379753.446581
  nChanged 3
		SP:Iteration 68Q (181578.510000 sec): 3 clusters
  Score: Raw -1382899.121539 + Penalty 3145.176080 = -1379753.945460
  nChanged 5
		SP:Iteration 69Q (181578.770000 sec): 3 clusters
  Score: Raw -1382900.113152 + Penalty 3145.176080 = -1379754.937072
  nChanged 5
		SP:Iteration 70Q (181579.040000 sec): 3 clusters
  Score: Raw -1382900.937206 + Penalty 3145.176080 = -1379755.761127
  nChanged 2
		SP:Iteration 71Q (181579.310000 sec): 3 clusters
  Score: Raw -1382901.240771 + Penalty 3145.176080 = -1379756.064691
  nChanged 3
		SP:Iteration 72Q (181579.570000 sec): 3 clusters
  Score: Raw -1382901.727040 + Penalty 3145.176080 = -1379756.550960
  nChanged 4
		SP:Iteration 73Q (181579.840000 sec): 3 clusters
  Score: Raw -1382902.308745 + Penalty 3145.176080 = -1379757.132665
  nChanged 2
		SP:Iteration 74Q (181580.110000 sec): 3 clusters
  Score: Raw -1382902.643654 + Penalty 3145.176080 = -1379757.467574
  nChanged 2
		SP:Iteration 75Q (181580.380000 sec): 3 clusters
  Score: Raw -1382902.866541 + Penalty 3145.176080 = -1379757.690461
  nChanged 2
		SP:Iteration 76Q (181580.640000 sec): 3 clusters
  Score: Raw -1382903.158881 + Penalty 3145.176080 = -1379757.982801
  nChanged 3
		SP:Iteration 77Q (181580.910000 sec): 3 clusters
  Score: Raw -1382903.414819 + Penalty 3145.176080 = -1379758.238740
  nChanged 2
		SP:Iteration 78Q (181581.170000 sec): 3 clusters
  Score: Raw -1382903.644538 + Penalty 3145.176080 = -1379758.468458
  nChanged 0
		SP:Iteration 79F (181581.400000 sec): 3 clusters
  Score: Raw -1382903.644538 + Penalty 3145.176080 = -1379758.468458
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 79 (2623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181581.510000 sec): 2 clusters
  Score: Raw -220716.866420 + Penalty 1279.212022 = -219437.654399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181581.680000 sec): 3 clusters
  Score: Raw -219527.656013 + Penalty 2558.424043 = -216969.231969
  nChanged 976
		SP:Iteration 1F (181581.840000 sec): 3 clusters
  Score: Raw -220178.135033 + Penalty 2558.424043 = -217619.710989
  nChanged 233
		SP:Iteration 2F (181581.880000 sec): 3 clusters
  Score: Raw -220360.359726 + Penalty 2558.424043 = -217801.935683
  nChanged 155
		SP:Iteration 3F (181581.930000 sec): 3 clusters
  Score: Raw -220465.201597 + Penalty 2558.424043 = -217906.777553
  nChanged 94
		SP:Iteration 4Q (181581.980000 sec): 3 clusters
  Score: Raw -220521.242144 + Penalty 2558.424043 = -217962.818100
  nChanged 78
		SP:Iteration 5Q (181582.030000 sec): 3 clusters
  Score: Raw -220568.697419 + Penalty 2558.424043 = -218010.273376
  nChanged 60
		SP:Iteration 6Q (181582.080000 sec): 3 clusters
  Score: Raw -220604.607083 + Penalty 2558.424043 = -218046.183040
  nChanged 57
		SP:Iteration 7Q (181582.130000 sec): 3 clusters
  Score: Raw -220643.691802 + Penalty 2558.424043 = -218085.267759
  nChanged 73
		SP:Iteration 8Q (181582.180000 sec): 3 clusters
  Score: Raw -220689.320912 + Penalty 2558.424043 = -218130.896868
  nChanged 65
		SP:Iteration 9Q (181582.230000 sec): 3 clusters
  Score: Raw -220733.800187 + Penalty 2558.424043 = -218175.376144
  nChanged 56
		SP:Iteration 10Q (181582.270000 sec): 3 clusters
  Score: Raw -220778.245727 + Penalty 2558.424043 = -218219.821683
  nChanged 51
		SP:Iteration 11Q (181582.330000 sec): 3 clusters
  Score: Raw -220811.283991 + Penalty 2558.424043 = -218252.859948
  nChanged 45
		SP:Iteration 12Q (181582.370000 sec): 3 clusters
  Score: Raw -220842.002383 + Penalty 2558.424043 = -218283.578339
  nChanged 37
		SP:Iteration 13Q (181582.420000 sec): 3 clusters
  Score: Raw -220868.632741 + Penalty 2558.424043 = -218310.208698
  nChanged 44
		SP:Iteration 14Q (181582.470000 sec): 3 clusters
  Score: Raw -220893.126974 + Penalty 2558.424043 = -218334.702930
  nChanged 27
		SP:Iteration 15Q (181582.520000 sec): 3 clusters
  Score: Raw -220909.478352 + Penalty 2558.424043 = -218351.054309
  nChanged 20
		SP:Iteration 16Q (181582.570000 sec): 3 clusters
  Score: Raw -220919.769385 + Penalty 2558.424043 = -218361.345342
  nChanged 16
		SP:Iteration 17Q (181582.620000 sec): 3 clusters
  Score: Raw -220925.463515 + Penalty 2558.424043 = -218367.039471
  nChanged 7
		SP:Iteration 18Q (181582.680000 sec): 3 clusters
  Score: Raw -220927.848093 + Penalty 2558.424043 = -218369.424050
  nChanged 7
		SP:Iteration 19Q (181582.730000 sec): 3 clusters
  Score: Raw -220931.263673 + Penalty 2558.424043 = -218372.839630
  nChanged 5
		SP:Iteration 20F (181582.770000 sec): 3 clusters
  Score: Raw -220932.634489 + Penalty 2558.424043 = -218374.210445
  nChanged 2
		SP:Iteration 21Q (181582.830000 sec): 3 clusters
  Score: Raw -220934.444135 + Penalty 2558.424043 = -218376.020091
  nChanged 7
		SP:Iteration 22Q (181582.870000 sec): 3 clusters
  Score: Raw -220937.881389 + Penalty 2558.424043 = -218379.457346
  nChanged 11
		SP:Iteration 23Q (181582.920000 sec): 3 clusters
  Score: Raw -220943.423272 + Penalty 2558.424043 = -218384.999228
  nChanged 10
		SP:Iteration 24Q (181582.970000 sec): 3 clusters
  Score: Raw -220948.681675 + Penalty 2558.424043 = -218390.257631
  nChanged 7
		SP:Iteration 25Q (181583.020000 sec): 3 clusters
  Score: Raw -220951.059120 + Penalty 2558.424043 = -218392.635077
  nChanged 9
		SP:Iteration 26Q (181583.070000 sec): 3 clusters
  Score: Raw -220954.590569 + Penalty 2558.424043 = -218396.166526
  nChanged 6
		SP:Iteration 27Q (181583.120000 sec): 3 clusters
  Score: Raw -220956.167377 + Penalty 2558.424043 = -218397.743333
  nChanged 3
		SP:Iteration 28Q (181583.170000 sec): 3 clusters
  Score: Raw -220957.407679 + Penalty 2558.424043 = -218398.983636
  nChanged 6
		SP:Iteration 29Q (181583.260000 sec): 3 clusters
  Score: Raw -220959.291673 + Penalty 2558.424043 = -218400.867629
  nChanged 4
		SP:Iteration 30Q (181583.430000 sec): 3 clusters
  Score: Raw -220960.170339 + Penalty 2558.424043 = -218401.746295
  nChanged 1
		SP:Iteration 31Q (181583.610000 sec): 3 clusters
  Score: Raw -220960.630892 + Penalty 2558.424043 = -218402.206849
  nChanged 2
		SP:Iteration 32Q (181583.790000 sec): 3 clusters
  Score: Raw -220961.935469 + Penalty 2558.424043 = -218403.511426
  nChanged 3
		SP:Iteration 33Q (181583.960000 sec): 3 clusters
  Score: Raw -220962.738108 + Penalty 2558.424043 = -218404.314065
  nChanged 3
		SP:Iteration 34Q (181584.140000 sec): 3 clusters
  Score: Raw -220963.636772 + Penalty 2558.424043 = -218405.212729
  nChanged 1
		SP:Iteration 35Q (181584.310000 sec): 3 clusters
  Score: Raw -220963.749355 + Penalty 2558.424043 = -218405.325312
  nChanged 0
		SP:Iteration 36F (181584.490000 sec): 3 clusters
  Score: Raw -220963.749355 + Penalty 2558.424043 = -218405.325312
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 80 (6237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181584.600000 sec): 2 clusters
  Score: Raw -538194.098673 + Penalty 1419.966369 = -536774.132304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181584.820000 sec): 3 clusters
  Score: Raw -534802.935771 + Penalty 2839.932737 = -531963.003034
  nChanged 2599
		SP:Iteration 1F (181585.030000 sec): 3 clusters
  Score: Raw -536285.492564 + Penalty 2839.932737 = -533445.559827
  nChanged 511
		SP:Iteration 2F (181585.240000 sec): 3 clusters
  Score: Raw -536621.896511 + Penalty 2839.932737 = -533781.963773
  nChanged 439
		SP:Iteration 3F (181585.450000 sec): 3 clusters
  Score: Raw -536914.834423 + Penalty 2839.932737 = -534074.901686
  nChanged 358
		SP:Iteration 4F (181585.660000 sec): 3 clusters
  Score: Raw -537124.017111 + Penalty 2839.932737 = -534284.084374
  nChanged 316
		SP:Iteration 5F (181585.870000 sec): 3 clusters
  Score: Raw -537322.990897 + Penalty 2839.932737 = -534483.058160
  nChanged 299
		SP:Iteration 6Q (181586.080000 sec): 3 clusters
  Score: Raw -537520.788016 + Penalty 2839.932737 = -534680.855278
  nChanged 295
		SP:Iteration 7Q (181586.290000 sec): 3 clusters
  Score: Raw -537709.606032 + Penalty 2839.932737 = -534869.673295
  nChanged 274
		SP:Iteration 8Q (181586.500000 sec): 3 clusters
  Score: Raw -537860.466771 + Penalty 2839.932737 = -535020.534034
  nChanged 233
		SP:Iteration 9Q (181586.710000 sec): 3 clusters
  Score: Raw -537983.775572 + Penalty 2839.932737 = -535143.842835
  nChanged 172
		SP:Iteration 10Q (181586.920000 sec): 3 clusters
  Score: Raw -538072.938396 + Penalty 2839.932737 = -535233.005659
  nChanged 166
		SP:Iteration 11Q (181587.130000 sec): 3 clusters
  Score: Raw -538163.014586 + Penalty 2839.932737 = -535323.081848
  nChanged 153
		SP:Iteration 12Q (181587.340000 sec): 3 clusters
  Score: Raw -538231.902620 + Penalty 2839.932737 = -535391.969882
  nChanged 115
		SP:Iteration 13Q (181587.550000 sec): 3 clusters
  Score: Raw -538279.388123 + Penalty 2839.932737 = -535439.455386
  nChanged 91
		SP:Iteration 14Q (181587.760000 sec): 3 clusters
  Score: Raw -538307.827901 + Penalty 2839.932737 = -535467.895163
  nChanged 74
		SP:Iteration 15Q (181587.970000 sec): 3 clusters
  Score: Raw -538329.139540 + Penalty 2839.932737 = -535489.206803
  nChanged 42
		SP:Iteration 16Q (181588.180000 sec): 3 clusters
  Score: Raw -538341.819343 + Penalty 2839.932737 = -535501.886606
  nChanged 44
		SP:Iteration 17Q (181588.390000 sec): 3 clusters
  Score: Raw -538353.371210 + Penalty 2839.932737 = -535513.438472
  nChanged 32
		SP:Iteration 18Q (181588.600000 sec): 3 clusters
  Score: Raw -538360.570837 + Penalty 2839.932737 = -535520.638100
  nChanged 26
		SP:Iteration 19Q (181588.810000 sec): 3 clusters
  Score: Raw -538369.118931 + Penalty 2839.932737 = -535529.186194
  nChanged 25
		SP:Iteration 20F (181589.020000 sec): 3 clusters
  Score: Raw -538373.896900 + Penalty 2839.932737 = -535533.964163
  nChanged 24
		SP:Iteration 21Q (181589.260000 sec): 3 clusters
  Score: Raw -538379.705065 + Penalty 2839.932737 = -535539.772328
  nChanged 25
		SP:Iteration 22Q (181589.440000 sec): 3 clusters
  Score: Raw -538385.010632 + Penalty 2839.932737 = -535545.077894
  nChanged 19
		SP:Iteration 23Q (181589.650000 sec): 3 clusters
  Score: Raw -538389.357775 + Penalty 2839.932737 = -535549.425038
  nChanged 18
		SP:Iteration 24Q (181589.860000 sec): 3 clusters
  Score: Raw -538393.446669 + Penalty 2839.932737 = -535553.513931
  nChanged 15
		SP:Iteration 25Q (181590.070000 sec): 3 clusters
  Score: Raw -538397.759749 + Penalty 2839.932737 = -535557.827012
  nChanged 20
		SP:Iteration 26Q (181590.280000 sec): 3 clusters
  Score: Raw -538402.990821 + Penalty 2839.932737 = -535563.058084
  nChanged 18
		SP:Iteration 27Q (181590.490000 sec): 3 clusters
  Score: Raw -538409.952221 + Penalty 2839.932737 = -535570.019484
  nChanged 21
		SP:Iteration 28Q (181590.690000 sec): 3 clusters
  Score: Raw -538418.431471 + Penalty 2839.932737 = -535578.498734
  nChanged 22
		SP:Iteration 29Q (181590.900000 sec): 3 clusters
  Score: Raw -538426.989042 + Penalty 2839.932737 = -535587.056305
  nChanged 23
		SP:Iteration 30Q (181591.110000 sec): 3 clusters
  Score: Raw -538436.156490 + Penalty 2839.932737 = -535596.223753
  nChanged 22
		SP:Iteration 31Q (181591.320000 sec): 3 clusters
  Score: Raw -538443.712765 + Penalty 2839.932737 = -535603.780028
  nChanged 24
		SP:Iteration 32Q (181591.530000 sec): 3 clusters
  Score: Raw -538450.514036 + Penalty 2839.932737 = -535610.581298
  nChanged 18
		SP:Iteration 33Q (181591.740000 sec): 3 clusters
  Score: Raw -538454.159641 + Penalty 2839.932737 = -535614.226904
  nChanged 13
		SP:Iteration 34Q (181591.950000 sec): 3 clusters
  Score: Raw -538458.596386 + Penalty 2839.932737 = -535618.663648
  nChanged 14
		SP:Iteration 35Q (181592.160000 sec): 3 clusters
  Score: Raw -538465.039182 + Penalty 2839.932737 = -535625.106445
  nChanged 21
		SP:Iteration 36Q (181592.370000 sec): 3 clusters
  Score: Raw -538472.445398 + Penalty 2839.932737 = -535632.512661
  nChanged 22
		SP:Iteration 37Q (181592.580000 sec): 3 clusters
  Score: Raw -538481.333224 + Penalty 2839.932737 = -535641.400487
  nChanged 31
		SP:Iteration 38Q (181592.790000 sec): 3 clusters
  Score: Raw -538498.738377 + Penalty 2839.932737 = -535658.805640
  nChanged 43
		SP:Iteration 39Q (181593.010000 sec): 3 clusters
  Score: Raw -538520.706824 + Penalty 2839.932737 = -535680.774087
  nChanged 46
		SP:Iteration 40F (181593.180000 sec): 3 clusters
  Score: Raw -538546.504376 + Penalty 2839.932737 = -535706.571638
  nChanged 56
		SP:Iteration 41Q (181593.390000 sec): 3 clusters
  Score: Raw -538580.363265 + Penalty 2839.932737 = -535740.430528
  nChanged 62
		SP:Iteration 42Q (181593.600000 sec): 3 clusters
  Score: Raw -538616.310744 + Penalty 2839.932737 = -535776.378006
  nChanged 57
		SP:Iteration 43Q (181593.810000 sec): 3 clusters
  Score: Raw -538659.255530 + Penalty 2839.932737 = -535819.322792
  nChanged 52
		SP:Iteration 44Q (181594.020000 sec): 3 clusters
  Score: Raw -538685.605920 + Penalty 2839.932737 = -535845.673183
  nChanged 34
		SP:Iteration 45Q (181594.230000 sec): 3 clusters
  Score: Raw -538705.021442 + Penalty 2839.932737 = -535865.088705
  nChanged 37
		SP:Iteration 46Q (181594.440000 sec): 3 clusters
  Score: Raw -538722.836864 + Penalty 2839.932737 = -535882.904126
  nChanged 41
		SP:Iteration 47Q (181594.650000 sec): 3 clusters
  Score: Raw -538745.487437 + Penalty 2839.932737 = -535905.554700
  nChanged 31
		SP:Iteration 48Q (181594.860000 sec): 3 clusters
  Score: Raw -538767.187532 + Penalty 2839.932737 = -535927.254795
  nChanged 34
		SP:Iteration 49Q (181595.070000 sec): 3 clusters
  Score: Raw -538784.523916 + Penalty 2839.932737 = -535944.591178
  nChanged 34
		SP:Iteration 50Q (181595.280000 sec): 3 clusters
  Score: Raw -538799.743809 + Penalty 2839.932737 = -535959.811071
  nChanged 24
		SP:Iteration 51Q (181595.490000 sec): 3 clusters
  Score: Raw -538808.790705 + Penalty 2839.932737 = -535968.857967
  nChanged 12
		SP:Iteration 52Q (181595.700000 sec): 3 clusters
  Score: Raw -538812.119546 + Penalty 2839.932737 = -535972.186808
  nChanged 10
		SP:Iteration 53Q (181595.840000 sec): 3 clusters
  Score: Raw -538814.354818 + Penalty 2839.932737 = -535974.422081
  nChanged 10
		SP:Iteration 54Q (181596.030000 sec): 3 clusters
  Score: Raw -538816.874261 + Penalty 2839.932737 = -535976.941524
  nChanged 11
		SP:Iteration 55Q (181596.240000 sec): 3 clusters
  Score: Raw -538819.558072 + Penalty 2839.932737 = -535979.625335
  nChanged 7
		SP:Iteration 56Q (181596.450000 sec): 3 clusters
  Score: Raw -538820.811755 + Penalty 2839.932737 = -535980.879018
  nChanged 8
		SP:Iteration 57Q (181596.660000 sec): 3 clusters
  Score: Raw -538822.741063 + Penalty 2839.932737 = -535982.808326
  nChanged 7
		SP:Iteration 58Q (181596.870000 sec): 3 clusters
  Score: Raw -538824.200142 + Penalty 2839.932737 = -535984.267405
  nChanged 8
		SP:Iteration 59Q (181597.080000 sec): 3 clusters
  Score: Raw -538826.207078 + Penalty 2839.932737 = -535986.274341
  nChanged 4
		SP:Iteration 60F (181597.290000 sec): 3 clusters
  Score: Raw -538826.815364 + Penalty 2839.932737 = -535986.882627
  nChanged 4
		SP:Iteration 61Q (181597.500000 sec): 3 clusters
  Score: Raw -538827.600222 + Penalty 2839.932737 = -535987.667485
  nChanged 4
		SP:Iteration 62Q (181597.710000 sec): 3 clusters
  Score: Raw -538827.952861 + Penalty 2839.932737 = -535988.020123
  nChanged 1
		SP:Iteration 63Q (181597.920000 sec): 3 clusters
  Score: Raw -538828.077027 + Penalty 2839.932737 = -535988.144290
  nChanged 0
		SP:Iteration 64F (181598.130000 sec): 3 clusters
  Score: Raw -538828.077027 + Penalty 2839.932737 = -535988.144290
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 81 (4608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181598.300000 sec): 2 clusters
  Score: Raw -388385.481191 + Penalty 1370.776745 = -387014.704446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181598.490000 sec): 3 clusters
  Score: Raw -386108.601757 + Penalty 2741.553491 = -383367.048266
  nChanged 1834
		SP:Iteration 1F (181598.670000 sec): 3 clusters
  Score: Raw -387220.311019 + Penalty 2741.553491 = -384478.757529
  nChanged 357
		SP:Iteration 2F (181598.850000 sec): 3 clusters
  Score: Raw -387482.429418 + Penalty 2741.553491 = -384740.875928
  nChanged 287
		SP:Iteration 3F (181599.020000 sec): 3 clusters
  Score: Raw -387685.765277 + Penalty 2741.553491 = -384944.211786
  nChanged 229
		SP:Iteration 4Q (181599.240000 sec): 3 clusters
  Score: Raw -387848.211700 + Penalty 2741.553491 = -385106.658209
  nChanged 199
		SP:Iteration 5Q (181599.410000 sec): 3 clusters
  Score: Raw -387985.432487 + Penalty 2741.553491 = -385243.878996
  nChanged 195
		SP:Iteration 6Q (181599.590000 sec): 3 clusters
  Score: Raw -388129.839890 + Penalty 2741.553491 = -385388.286399
  nChanged 170
		SP:Iteration 7Q (181599.770000 sec): 3 clusters
  Score: Raw -388280.801037 + Penalty 2741.553491 = -385539.247546
  nChanged 179
		SP:Iteration 8Q (181599.940000 sec): 3 clusters
  Score: Raw -388456.388761 + Penalty 2741.553491 = -385714.835271
  nChanged 188
		SP:Iteration 9Q (181600.120000 sec): 3 clusters
  Score: Raw -388624.853651 + Penalty 2741.553491 = -385883.300160
  nChanged 175
		SP:Iteration 10Q (181600.290000 sec): 3 clusters
  Score: Raw -388785.452049 + Penalty 2741.553491 = -386043.898558
  nChanged 160
		SP:Iteration 11Q (181600.470000 sec): 3 clusters
  Score: Raw -388908.306941 + Penalty 2741.553491 = -386166.753450
  nChanged 134
		SP:Iteration 12Q (181600.650000 sec): 3 clusters
  Score: Raw -388989.209887 + Penalty 2741.553491 = -386247.656396
  nChanged 109
		SP:Iteration 13Q (181600.820000 sec): 3 clusters
  Score: Raw -389043.668735 + Penalty 2741.553491 = -386302.115244
  nChanged 76
		SP:Iteration 14Q (181601.040000 sec): 3 clusters
  Score: Raw -389084.694041 + Penalty 2741.553491 = -386343.140551
  nChanged 50
		SP:Iteration 15Q (181601.220000 sec): 3 clusters
  Score: Raw -389103.726562 + Penalty 2741.553491 = -386362.173071
  nChanged 34
		SP:Iteration 16Q (181601.350000 sec): 3 clusters
  Score: Raw -389117.133054 + Penalty 2741.553491 = -386375.579563
  nChanged 26
		SP:Iteration 17Q (181601.530000 sec): 3 clusters
  Score: Raw -389123.214532 + Penalty 2741.553491 = -386381.661042
  nChanged 12
		SP:Iteration 18Q (181601.700000 sec): 3 clusters
  Score: Raw -389126.869365 + Penalty 2741.553491 = -386385.315874
  nChanged 9
		SP:Iteration 19Q (181601.880000 sec): 3 clusters
  Score: Raw -389129.125441 + Penalty 2741.553491 = -386387.571950
  nChanged 2
		SP:Iteration 20F (181602.050000 sec): 3 clusters
  Score: Raw -389129.369904 + Penalty 2741.553491 = -386387.816413
  nChanged 3
		SP:Iteration 21Q (181602.230000 sec): 3 clusters
  Score: Raw -389129.768070 + Penalty 2741.553491 = -386388.214579
  nChanged 1
		SP:Iteration 22Q (181602.410000 sec): 3 clusters
  Score: Raw -389129.826861 + Penalty 2741.553491 = -386388.273370
  nChanged 2
		SP:Iteration 23Q (181602.580000 sec): 3 clusters
  Score: Raw -389130.145987 + Penalty 2741.553491 = -386388.592496
  nChanged 1
		SP:Iteration 24Q (181602.760000 sec): 3 clusters
  Score: Raw -389130.399760 + Penalty 2741.553491 = -386388.846269
  nChanged 1
		SP:Iteration 25Q (181602.930000 sec): 3 clusters
  Score: Raw -389130.511674 + Penalty 2741.553491 = -386388.958183
  nChanged 0
		SP:Iteration 26F (181603.110000 sec): 3 clusters
  Score: Raw -389130.511674 + Penalty 2741.553491 = -386388.958183
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 82 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181603.190000 sec): 2 clusters
  Score: Raw -64830.558968 + Penalty 1092.427342 = -63738.131626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181603.370000 sec): 3 clusters
  Score: Raw -64611.661250 + Penalty 2184.854683 = -62426.806567
  nChanged 224
		SP:Iteration 1F (181603.550000 sec): 3 clusters
  Score: Raw -64857.468897 + Penalty 2184.854683 = -62672.614213
  nChanged 72
		SP:Iteration 2F (181603.690000 sec): 3 clusters
  Score: Raw -64946.698001 + Penalty 2184.854683 = -62761.843318
  nChanged 39
		SP:Iteration 3Q (181603.710000 sec): 3 clusters
  Score: Raw -65002.879165 + Penalty 2184.854683 = -62818.024482
  nChanged 26
		SP:Iteration 4Q (181603.720000 sec): 3 clusters
  Score: Raw -65041.059030 + Penalty 2184.854683 = -62856.204347
  nChanged 22
		SP:Iteration 5Q (181603.790000 sec): 3 clusters
  Score: Raw -65070.535041 + Penalty 2184.854683 = -62885.680358
  nChanged 17
		SP:Iteration 6Q (181603.850000 sec): 3 clusters
  Score: Raw -65087.095234 + Penalty 2184.854683 = -62902.240550
  nChanged 10
		SP:Iteration 7Q (181603.910000 sec): 3 clusters
  Score: Raw -65094.614621 + Penalty 2184.854683 = -62909.759938
  nChanged 11
		SP:Iteration 8Q (181603.970000 sec): 3 clusters
  Score: Raw -65107.106171 + Penalty 2184.854683 = -62922.251487
  nChanged 10
		SP:Iteration 9Q (181604.030000 sec): 3 clusters
  Score: Raw -65115.522818 + Penalty 2184.854683 = -62930.668135
  nChanged 6
		SP:Iteration 10Q (181604.090000 sec): 3 clusters
  Score: Raw -65121.542711 + Penalty 2184.854683 = -62936.688028
  nChanged 3
		SP:Iteration 11Q (181604.150000 sec): 3 clusters
  Score: Raw -65123.503721 + Penalty 2184.854683 = -62938.649038
  nChanged 0
		SP:Iteration 12F (181604.220000 sec): 3 clusters
  Score: Raw -65123.503721 + Penalty 2184.854683 = -62938.649038
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 83 (2822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181604.350000 sec): 2 clusters
  Score: Raw -226709.961282 + Penalty 1291.095184 = -225418.866098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181604.510000 sec): 3 clusters
  Score: Raw -225509.419055 + Penalty 2582.190368 = -222927.228687
  nChanged 1078
		SP:Iteration 1F (181604.680000 sec): 3 clusters
  Score: Raw -226401.609588 + Penalty 2582.190368 = -223819.419220
  nChanged 298
		SP:Iteration 2F (181604.850000 sec): 3 clusters
  Score: Raw -226732.774798 + Penalty 2582.190368 = -224150.584430
  nChanged 217
		SP:Iteration 3F (181605.030000 sec): 3 clusters
  Score: Raw -226940.073445 + Penalty 2582.190368 = -224357.883077
  nChanged 138
		SP:Iteration 4Q (181605.210000 sec): 3 clusters
  Score: Raw -227059.764550 + Penalty 2582.190368 = -224477.574182
  nChanged 113
		SP:Iteration 5Q (181605.380000 sec): 3 clusters
  Score: Raw -227136.525105 + Penalty 2582.190368 = -224554.334737
  nChanged 63
		SP:Iteration 6Q (181605.560000 sec): 3 clusters
  Score: Raw -227173.825957 + Penalty 2582.190368 = -224591.635589
  nChanged 29
		SP:Iteration 7Q (181605.730000 sec): 3 clusters
  Score: Raw -227186.930094 + Penalty 2582.190368 = -224604.739726
  nChanged 21
		SP:Iteration 8Q (181605.910000 sec): 3 clusters
  Score: Raw -227195.947653 + Penalty 2582.190368 = -224613.757285
  nChanged 21
		SP:Iteration 9Q (181606.090000 sec): 3 clusters
  Score: Raw -227203.063406 + Penalty 2582.190368 = -224620.873038
  nChanged 14
		SP:Iteration 10Q (181606.260000 sec): 3 clusters
  Score: Raw -227208.203787 + Penalty 2582.190368 = -224626.013419
  nChanged 9
		SP:Iteration 11Q (181606.440000 sec): 3 clusters
  Score: Raw -227211.728288 + Penalty 2582.190368 = -224629.537920
  nChanged 6
		SP:Iteration 12Q (181606.610000 sec): 3 clusters
  Score: Raw -227213.175314 + Penalty 2582.190368 = -224630.984946
  nChanged 5
		SP:Iteration 13Q (181606.810000 sec): 3 clusters
  Score: Raw -227214.399846 + Penalty 2582.190368 = -224632.209478
  nChanged 4
		SP:Iteration 14Q (181606.970000 sec): 3 clusters
  Score: Raw -227215.544532 + Penalty 2582.190368 = -224633.354164
  nChanged 1
		SP:Iteration 15Q (181607.140000 sec): 3 clusters
  Score: Raw -227215.974611 + Penalty 2582.190368 = -224633.784243
  nChanged 0
		SP:Iteration 16F (181607.320000 sec): 3 clusters
  Score: Raw -227215.974611 + Penalty 2582.190368 = -224633.784243
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 84 (2517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181607.400000 sec): 2 clusters
  Score: Raw -207553.626750 + Penalty 1272.508737 = -206281.118014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181607.570000 sec): 3 clusters
  Score: Raw -206421.068721 + Penalty 2545.017473 = -203876.051247
  nChanged 928
		SP:Iteration 1F (181607.750000 sec): 3 clusters
  Score: Raw -207091.383163 + Penalty 2545.017473 = -204546.365690
  nChanged 249
		SP:Iteration 2F (181607.930000 sec): 3 clusters
  Score: Raw -207365.822239 + Penalty 2545.017473 = -204820.804766
  nChanged 195
		SP:Iteration 3F (181608.100000 sec): 3 clusters
  Score: Raw -207562.545745 + Penalty 2545.017473 = -205017.528271
  nChanged 136
		SP:Iteration 4F (181608.270000 sec): 3 clusters
  Score: Raw -207689.063295 + Penalty 2545.017473 = -205144.045821
  nChanged 103
		SP:Iteration 5Q (181608.450000 sec): 3 clusters
  Score: Raw -207796.234335 + Penalty 2545.017473 = -205251.216861
  nChanged 81
		SP:Iteration 6Q (181608.620000 sec): 3 clusters
  Score: Raw -207875.511666 + Penalty 2545.017473 = -205330.494193
  nChanged 83
		SP:Iteration 7Q (181608.800000 sec): 3 clusters
  Score: Raw -207964.162744 + Penalty 2545.017473 = -205419.145271
  nChanged 78
		SP:Iteration 8Q (181608.970000 sec): 3 clusters
  Score: Raw -208027.828785 + Penalty 2545.017473 = -205482.811311
  nChanged 51
		SP:Iteration 9Q (181609.150000 sec): 3 clusters
  Score: Raw -208074.509771 + Penalty 2545.017473 = -205529.492298
  nChanged 49
		SP:Iteration 10Q (181609.330000 sec): 3 clusters
  Score: Raw -208114.318739 + Penalty 2545.017473 = -205569.301266
  nChanged 44
		SP:Iteration 11Q (181609.500000 sec): 3 clusters
  Score: Raw -208158.352127 + Penalty 2545.017473 = -205613.334654
  nChanged 38
		SP:Iteration 12Q (181609.680000 sec): 3 clusters
  Score: Raw -208187.701381 + Penalty 2545.017473 = -205642.683908
  nChanged 36
		SP:Iteration 13Q (181609.860000 sec): 3 clusters
  Score: Raw -208219.230181 + Penalty 2545.017473 = -205674.212707
  nChanged 29
		SP:Iteration 14Q (181610.030000 sec): 3 clusters
  Score: Raw -208237.769998 + Penalty 2545.017473 = -205692.752525
  nChanged 16
		SP:Iteration 15Q (181610.210000 sec): 3 clusters
  Score: Raw -208247.989351 + Penalty 2545.017473 = -205702.971877
  nChanged 13
		SP:Iteration 16Q (181610.380000 sec): 3 clusters
  Score: Raw -208256.954521 + Penalty 2545.017473 = -205711.937048
  nChanged 11
		SP:Iteration 17Q (181610.560000 sec): 3 clusters
  Score: Raw -208266.096420 + Penalty 2545.017473 = -205721.078947
  nChanged 18
		SP:Iteration 18Q (181610.740000 sec): 3 clusters
  Score: Raw -208277.954584 + Penalty 2545.017473 = -205732.937111
  nChanged 13
		SP:Iteration 19Q (181610.910000 sec): 3 clusters
  Score: Raw -208288.143949 + Penalty 2545.017473 = -205743.126475
  nChanged 6
		SP:Iteration 20F (181611.090000 sec): 3 clusters
  Score: Raw -208291.058059 + Penalty 2545.017473 = -205746.040585
  nChanged 2
		SP:Iteration 21Q (181611.260000 sec): 3 clusters
  Score: Raw -208291.918120 + Penalty 2545.017473 = -205746.900646
  nChanged 2
		SP:Iteration 22Q (181611.440000 sec): 3 clusters
  Score: Raw -208293.238233 + Penalty 2545.017473 = -205748.220760
  nChanged 3
		SP:Iteration 23Q (181611.620000 sec): 3 clusters
  Score: Raw -208294.541634 + Penalty 2545.017473 = -205749.524161
  nChanged 2
		SP:Iteration 24Q (181611.790000 sec): 3 clusters
  Score: Raw -208295.564947 + Penalty 2545.017473 = -205750.547474
  nChanged 1
		SP:Iteration 25Q (181611.960000 sec): 3 clusters
  Score: Raw -208295.953744 + Penalty 2545.017473 = -205750.936271
  nChanged 1
		SP:Iteration 26Q (181612.120000 sec): 3 clusters
  Score: Raw -208296.604845 + Penalty 2545.017473 = -205751.587372
  nChanged 0
		SP:Iteration 27F (181612.280000 sec): 3 clusters
  Score: Raw -208296.604845 + Penalty 2545.017473 = -205751.587372
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 85 (7218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181612.380000 sec): 2 clusters
  Score: Raw -696916.645083 + Penalty 1443.704143 = -695472.940940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181612.590000 sec): 3 clusters
  Score: Raw -692983.227140 + Penalty 2887.408285 = -690095.818855
  nChanged 3045
		SP:Iteration 1F (181612.800000 sec): 3 clusters
  Score: Raw -694931.659381 + Penalty 2887.408285 = -692044.251096
  nChanged 586
		SP:Iteration 2F (181613.000000 sec): 3 clusters
  Score: Raw -695319.681024 + Penalty 2887.408285 = -692432.272738
  nChanged 503
		SP:Iteration 3F (181613.200000 sec): 3 clusters
  Score: Raw -695644.156136 + Penalty 2887.408285 = -692756.747851
  nChanged 453
		SP:Iteration 4F (181613.410000 sec): 3 clusters
  Score: Raw -695935.076154 + Penalty 2887.408285 = -693047.667868
  nChanged 408
		SP:Iteration 5F (181613.610000 sec): 3 clusters
  Score: Raw -696167.123646 + Penalty 2887.408285 = -693279.715360
  nChanged 336
		SP:Iteration 6Q (181613.810000 sec): 3 clusters
  Score: Raw -696353.098163 + Penalty 2887.408285 = -693465.689878
  nChanged 284
		SP:Iteration 7Q (181614.020000 sec): 3 clusters
  Score: Raw -696488.951665 + Penalty 2887.408285 = -693601.543380
  nChanged 238
		SP:Iteration 8Q (181614.220000 sec): 3 clusters
  Score: Raw -696600.648584 + Penalty 2887.408285 = -693713.240298
  nChanged 201
		SP:Iteration 9Q (181614.420000 sec): 3 clusters
  Score: Raw -696688.297627 + Penalty 2887.408285 = -693800.889342
  nChanged 177
		SP:Iteration 10Q (181614.620000 sec): 3 clusters
  Score: Raw -696758.651753 + Penalty 2887.408285 = -693871.243468
  nChanged 137
		SP:Iteration 11Q (181614.830000 sec): 3 clusters
  Score: Raw -696814.111586 + Penalty 2887.408285 = -693926.703300
  nChanged 111
		SP:Iteration 12Q (181615.030000 sec): 3 clusters
  Score: Raw -696862.607313 + Penalty 2887.408285 = -693975.199028
  nChanged 106
		SP:Iteration 13Q (181615.230000 sec): 3 clusters
  Score: Raw -696900.703454 + Penalty 2887.408285 = -694013.295169
  nChanged 80
		SP:Iteration 14Q (181615.440000 sec): 3 clusters
  Score: Raw -696929.269905 + Penalty 2887.408285 = -694041.861619
  nChanged 69
		SP:Iteration 15Q (181615.640000 sec): 3 clusters
  Score: Raw -696944.599959 + Penalty 2887.408285 = -694057.191673
  nChanged 50
		SP:Iteration 16Q (181615.840000 sec): 3 clusters
  Score: Raw -696954.650954 + Penalty 2887.408285 = -694067.242669
  nChanged 40
		SP:Iteration 17Q (181616.040000 sec): 3 clusters
  Score: Raw -696964.518149 + Penalty 2887.408285 = -694077.109864
  nChanged 43
		SP:Iteration 18Q (181616.250000 sec): 3 clusters
  Score: Raw -696975.555358 + Penalty 2887.408285 = -694088.147073
  nChanged 41
		SP:Iteration 19Q (181616.400000 sec): 3 clusters
  Score: Raw -696985.113206 + Penalty 2887.408285 = -694097.704921
  nChanged 37
		SP:Iteration 20F (181616.600000 sec): 3 clusters
  Score: Raw -696993.553095 + Penalty 2887.408285 = -694106.144810
  nChanged 38
		SP:Iteration 21Q (181616.780000 sec): 3 clusters
  Score: Raw -697003.711886 + Penalty 2887.408285 = -694116.303600
  nChanged 37
		SP:Iteration 22Q (181616.900000 sec): 3 clusters
  Score: Raw -697011.239604 + Penalty 2887.408285 = -694123.831319
  nChanged 31
		SP:Iteration 23Q (181617.020000 sec): 3 clusters
  Score: Raw -697018.530650 + Penalty 2887.408285 = -694131.122365
  nChanged 25
		SP:Iteration 24Q (181617.130000 sec): 3 clusters
  Score: Raw -697026.509561 + Penalty 2887.408285 = -694139.101275
  nChanged 35
		SP:Iteration 25Q (181617.330000 sec): 3 clusters
  Score: Raw -697036.281287 + Penalty 2887.408285 = -694148.873002
  nChanged 47
		SP:Iteration 26Q (181617.580000 sec): 3 clusters
  Score: Raw -697049.742853 + Penalty 2887.408285 = -694162.334568
  nChanged 37
		SP:Iteration 27Q (181617.780000 sec): 3 clusters
  Score: Raw -697059.723207 + Penalty 2887.408285 = -694172.314922
  nChanged 41
		SP:Iteration 28Q (181617.990000 sec): 3 clusters
  Score: Raw -697070.144911 + Penalty 2887.408285 = -694182.736626
  nChanged 39
		SP:Iteration 29Q (181618.200000 sec): 3 clusters
  Score: Raw -697081.518720 + Penalty 2887.408285 = -694194.110435
  nChanged 54
		SP:Iteration 30Q (181618.400000 sec): 3 clusters
  Score: Raw -697100.294347 + Penalty 2887.408285 = -694212.886062
  nChanged 71
		SP:Iteration 31Q (181618.600000 sec): 3 clusters
  Score: Raw -697128.914164 + Penalty 2887.408285 = -694241.505879
  nChanged 84
		SP:Iteration 32Q (181618.810000 sec): 3 clusters
  Score: Raw -697161.267440 + Penalty 2887.408285 = -694273.859155
  nChanged 75
		SP:Iteration 33Q (181619.020000 sec): 3 clusters
  Score: Raw -697192.808374 + Penalty 2887.408285 = -694305.400089
  nChanged 80
		SP:Iteration 34Q (181619.220000 sec): 3 clusters
  Score: Raw -697221.632319 + Penalty 2887.408285 = -694334.224034
  nChanged 87
		SP:Iteration 35Q (181619.420000 sec): 3 clusters
  Score: Raw -697256.170943 + Penalty 2887.408285 = -694368.762658
  nChanged 86
		SP:Iteration 36Q (181619.630000 sec): 3 clusters
  Score: Raw -697294.424174 + Penalty 2887.408285 = -694407.015889
  nChanged 98
		SP:Iteration 37Q (181619.840000 sec): 3 clusters
  Score: Raw -697341.771990 + Penalty 2887.408285 = -694454.363705
  nChanged 93
		SP:Iteration 38Q (181620.040000 sec): 3 clusters
  Score: Raw -697387.952405 + Penalty 2887.408285 = -694500.544120
  nChanged 100
		SP:Iteration 39Q (181620.250000 sec): 3 clusters
  Score: Raw -697436.642029 + Penalty 2887.408285 = -694549.233744
  nChanged 106
		SP:Iteration 40F (181620.450000 sec): 3 clusters
  Score: Raw -697480.609993 + Penalty 2887.408285 = -694593.201708
  nChanged 92
		SP:Iteration 41Q (181620.660000 sec): 3 clusters
  Score: Raw -697517.332431 + Penalty 2887.408285 = -694629.924146
  nChanged 81
		SP:Iteration 42Q (181620.770000 sec): 3 clusters
  Score: Raw -697550.391931 + Penalty 2887.408285 = -694662.983646
  nChanged 81
		SP:Iteration 43Q (181620.880000 sec): 3 clusters
  Score: Raw -697579.614957 + Penalty 2887.408285 = -694692.206672
  nChanged 83
		SP:Iteration 44Q (181621.100000 sec): 3 clusters
  Score: Raw -697609.844393 + Penalty 2887.408285 = -694722.436108
  nChanged 76
		SP:Iteration 45Q (181621.270000 sec): 3 clusters
  Score: Raw -697637.126741 + Penalty 2887.408285 = -694749.718456
  nChanged 68
		SP:Iteration 46Q (181621.470000 sec): 3 clusters
  Score: Raw -697660.972601 + Penalty 2887.408285 = -694773.564316
  nChanged 61
		SP:Iteration 47Q (181621.580000 sec): 3 clusters
  Score: Raw -697681.128068 + Penalty 2887.408285 = -694793.719783
  nChanged 50
		SP:Iteration 48Q (181621.700000 sec): 3 clusters
  Score: Raw -697703.072287 + Penalty 2887.408285 = -694815.664001
  nChanged 42
		SP:Iteration 49Q (181621.810000 sec): 3 clusters
  Score: Raw -697721.448563 + Penalty 2887.408285 = -694834.040278
  nChanged 49
		SP:Iteration 50Q (181622.030000 sec): 3 clusters
  Score: Raw -697739.284825 + Penalty 2887.408285 = -694851.876540
  nChanged 38
		SP:Iteration 51Q (181622.190000 sec): 3 clusters
  Score: Raw -697753.158962 + Penalty 2887.408285 = -694865.750677
  nChanged 43
		SP:Iteration 52Q (181622.400000 sec): 3 clusters
  Score: Raw -697767.558310 + Penalty 2887.408285 = -694880.150025
  nChanged 41
		SP:Iteration 53Q (181622.600000 sec): 3 clusters
  Score: Raw -697780.021565 + Penalty 2887.408285 = -694892.613280
  nChanged 37
		SP:Iteration 54Q (181622.800000 sec): 3 clusters
  Score: Raw -697789.959328 + Penalty 2887.408285 = -694902.551043
  nChanged 32
		SP:Iteration 55Q (181623.030000 sec): 3 clusters
  Score: Raw -697797.597606 + Penalty 2887.408285 = -694910.189321
  nChanged 23
		SP:Iteration 56Q (181623.140000 sec): 3 clusters
  Score: Raw -697803.298804 + Penalty 2887.408285 = -694915.890519
  nChanged 16
		SP:Iteration 57Q (181623.250000 sec): 3 clusters
  Score: Raw -697807.734904 + Penalty 2887.408285 = -694920.326618
  nChanged 8
		SP:Iteration 58Q (181623.450000 sec): 3 clusters
  Score: Raw -697809.584366 + Penalty 2887.408285 = -694922.176081
  nChanged 5
		SP:Iteration 59Q (181623.650000 sec): 3 clusters
  Score: Raw -697810.956227 + Penalty 2887.408285 = -694923.547942
  nChanged 8
		SP:Iteration 60F (181623.850000 sec): 3 clusters
  Score: Raw -697813.067463 + Penalty 2887.408285 = -694925.659177
  nChanged 6
		SP:Iteration 61Q (181624.060000 sec): 3 clusters
  Score: Raw -697814.438129 + Penalty 2887.408285 = -694927.029844
  nChanged 5
		SP:Iteration 62Q (181624.200000 sec): 3 clusters
  Score: Raw -697815.556934 + Penalty 2887.408285 = -694928.148649
  nChanged 5
		SP:Iteration 63Q (181624.380000 sec): 3 clusters
  Score: Raw -697816.580705 + Penalty 2887.408285 = -694929.172420
  nChanged 4
		SP:Iteration 64Q (181624.580000 sec): 3 clusters
  Score: Raw -697817.375284 + Penalty 2887.408285 = -694929.966999
  nChanged 2
		SP:Iteration 65Q (181624.780000 sec): 3 clusters
  Score: Raw -697817.697407 + Penalty 2887.408285 = -694930.289122
  nChanged 0
		SP:Iteration 66F (181624.980000 sec): 3 clusters
  Score: Raw -697817.697407 + Penalty 2887.408285 = -694930.289122
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 86 (4393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181625.100000 sec): 2 clusters
  Score: Raw -366397.223858 + Penalty 1363.012242 = -365034.211616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181625.290000 sec): 3 clusters
  Score: Raw -364242.884861 + Penalty 2726.024484 = -361516.860377
  nChanged 1761
		SP:Iteration 1F (181625.470000 sec): 3 clusters
  Score: Raw -365760.849657 + Penalty 2726.024484 = -363034.825173
  nChanged 428
		SP:Iteration 2F (181625.640000 sec): 3 clusters
  Score: Raw -366163.478825 + Penalty 2726.024484 = -363437.454341
  nChanged 305
		SP:Iteration 3F (181625.820000 sec): 3 clusters
  Score: Raw -366422.720215 + Penalty 2726.024484 = -363696.695731
  nChanged 233
		SP:Iteration 4F (181625.990000 sec): 3 clusters
  Score: Raw -366591.444957 + Penalty 2726.024484 = -363865.420472
  nChanged 160
		SP:Iteration 5Q (181626.170000 sec): 3 clusters
  Score: Raw -366682.109621 + Penalty 2726.024484 = -363956.085137
  nChanged 128
		SP:Iteration 6Q (181626.320000 sec): 3 clusters
  Score: Raw -366742.110369 + Penalty 2726.024484 = -364016.085885
  nChanged 87
		SP:Iteration 7Q (181626.400000 sec): 3 clusters
  Score: Raw -366788.525503 + Penalty 2726.024484 = -364062.501019
  nChanged 86
		SP:Iteration 8Q (181626.480000 sec): 3 clusters
  Score: Raw -366827.479919 + Penalty 2726.024484 = -364101.455435
  nChanged 70
		SP:Iteration 9Q (181626.570000 sec): 3 clusters
  Score: Raw -366861.742731 + Penalty 2726.024484 = -364135.718246
  nChanged 64
		SP:Iteration 10Q (181626.650000 sec): 3 clusters
  Score: Raw -366896.218143 + Penalty 2726.024484 = -364170.193659
  nChanged 59
		SP:Iteration 11Q (181626.740000 sec): 3 clusters
  Score: Raw -366929.896230 + Penalty 2726.024484 = -364203.871746
  nChanged 72
		SP:Iteration 12Q (181626.820000 sec): 3 clusters
  Score: Raw -366967.695682 + Penalty 2726.024484 = -364241.671198
  nChanged 74
		SP:Iteration 13Q (181626.900000 sec): 3 clusters
  Score: Raw -367005.196174 + Penalty 2726.024484 = -364279.171690
  nChanged 69
		SP:Iteration 14Q (181626.980000 sec): 3 clusters
  Score: Raw -367036.195626 + Penalty 2726.024484 = -364310.171142
  nChanged 58
		SP:Iteration 15Q (181627.070000 sec): 3 clusters
  Score: Raw -367059.899836 + Penalty 2726.024484 = -364333.875352
  nChanged 46
		SP:Iteration 16Q (181627.150000 sec): 3 clusters
  Score: Raw -367072.491487 + Penalty 2726.024484 = -364346.467002
  nChanged 23
		SP:Iteration 17Q (181627.230000 sec): 3 clusters
  Score: Raw -367078.986814 + Penalty 2726.024484 = -364352.962329
  nChanged 19
		SP:Iteration 18Q (181627.320000 sec): 3 clusters
  Score: Raw -367085.734878 + Penalty 2726.024484 = -364359.710394
  nChanged 19
		SP:Iteration 19Q (181627.400000 sec): 3 clusters
  Score: Raw -367090.147094 + Penalty 2726.024484 = -364364.122610
  nChanged 11
		SP:Iteration 20F (181627.480000 sec): 3 clusters
  Score: Raw -367092.345528 + Penalty 2726.024484 = -364366.321044
  nChanged 5
		SP:Iteration 21Q (181627.560000 sec): 3 clusters
  Score: Raw -367093.310979 + Penalty 2726.024484 = -364367.286494
  nChanged 9
		SP:Iteration 22Q (181627.650000 sec): 3 clusters
  Score: Raw -367095.557463 + Penalty 2726.024484 = -364369.532979
  nChanged 11
		SP:Iteration 23Q (181627.730000 sec): 3 clusters
  Score: Raw -367097.447593 + Penalty 2726.024484 = -364371.423109
  nChanged 5
		SP:Iteration 24Q (181627.810000 sec): 3 clusters
  Score: Raw -367099.011171 + Penalty 2726.024484 = -364372.986686
  nChanged 5
		SP:Iteration 25Q (181627.900000 sec): 3 clusters
  Score: Raw -367099.977089 + Penalty 2726.024484 = -364373.952604
  nChanged 6
		SP:Iteration 26Q (181627.980000 sec): 3 clusters
  Score: Raw -367101.207200 + Penalty 2726.024484 = -364375.182716
  nChanged 8
		SP:Iteration 27Q (181628.080000 sec): 3 clusters
  Score: Raw -367103.974330 + Penalty 2726.024484 = -364377.949846
  nChanged 12
		SP:Iteration 28Q (181628.160000 sec): 3 clusters
  Score: Raw -367106.441060 + Penalty 2726.024484 = -364380.416575
  nChanged 7
		SP:Iteration 29Q (181628.240000 sec): 3 clusters
  Score: Raw -367108.782465 + Penalty 2726.024484 = -364382.757980
  nChanged 6
		SP:Iteration 30Q (181628.320000 sec): 3 clusters
  Score: Raw -367109.868436 + Penalty 2726.024484 = -364383.843952
  nChanged 2
		SP:Iteration 31Q (181628.410000 sec): 3 clusters
  Score: Raw -367110.143944 + Penalty 2726.024484 = -364384.119460
  nChanged 3
		SP:Iteration 32Q (181628.490000 sec): 3 clusters
  Score: Raw -367110.689953 + Penalty 2726.024484 = -364384.665469
  nChanged 2
		SP:Iteration 33Q (181628.570000 sec): 3 clusters
  Score: Raw -367111.320939 + Penalty 2726.024484 = -364385.296454
  nChanged 2
		SP:Iteration 34Q (181628.660000 sec): 3 clusters
  Score: Raw -367111.704389 + Penalty 2726.024484 = -364385.679905
  nChanged 2
		SP:Iteration 35Q (181628.740000 sec): 3 clusters
  Score: Raw -367112.066454 + Penalty 2726.024484 = -364386.041969
  nChanged 1
		SP:Iteration 36Q (181628.820000 sec): 3 clusters
  Score: Raw -367112.361804 + Penalty 2726.024484 = -364386.337320
  nChanged 1
		SP:Iteration 37Q (181628.910000 sec): 3 clusters
  Score: Raw -367112.520897 + Penalty 2726.024484 = -364386.496413
  nChanged 1
		SP:Iteration 38Q (181628.990000 sec): 3 clusters
  Score: Raw -367112.625160 + Penalty 2726.024484 = -364386.600676
  nChanged 1
		SP:Iteration 39Q (181629.070000 sec): 3 clusters
  Score: Raw -367112.810358 + Penalty 2726.024484 = -364386.785873
  nChanged 0
		SP:Iteration 40F (181629.160000 sec): 3 clusters
  Score: Raw -367112.810358 + Penalty 2726.024484 = -364386.785873
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 87 (2218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181629.240000 sec): 2 clusters
  Score: Raw -181713.553005 + Penalty 1251.958690 = -180461.594315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181629.420000 sec): 3 clusters
  Score: Raw -180758.743969 + Penalty 2503.917380 = -178254.826589
  nChanged 800
		SP:Iteration 1F (181629.600000 sec): 3 clusters
  Score: Raw -181389.517975 + Penalty 2503.917380 = -178885.600595
  nChanged 202
		SP:Iteration 2F (181629.690000 sec): 3 clusters
  Score: Raw -181573.057755 + Penalty 2503.917380 = -179069.140376
  nChanged 127
		SP:Iteration 3F (181629.740000 sec): 3 clusters
  Score: Raw -181732.278718 + Penalty 2503.917380 = -179228.361339
  nChanged 113
		SP:Iteration 4F (181629.780000 sec): 3 clusters
  Score: Raw -181852.136867 + Penalty 2503.917380 = -179348.219487
  nChanged 85
		SP:Iteration 5Q (181629.820000 sec): 3 clusters
  Score: Raw -181932.338826 + Penalty 2503.917380 = -179428.421447
  nChanged 68
		SP:Iteration 6Q (181629.860000 sec): 3 clusters
  Score: Raw -181991.217709 + Penalty 2503.917380 = -179487.300329
  nChanged 70
		SP:Iteration 7Q (181629.900000 sec): 3 clusters
  Score: Raw -182057.735657 + Penalty 2503.917380 = -179553.818277
  nChanged 61
		SP:Iteration 8Q (181629.950000 sec): 3 clusters
  Score: Raw -182109.640645 + Penalty 2503.917380 = -179605.723265
  nChanged 58
		SP:Iteration 9Q (181629.990000 sec): 3 clusters
  Score: Raw -182170.600346 + Penalty 2503.917380 = -179666.682966
  nChanged 59
		SP:Iteration 10Q (181630.030000 sec): 3 clusters
  Score: Raw -182225.072972 + Penalty 2503.917380 = -179721.155592
  nChanged 44
		SP:Iteration 11Q (181630.070000 sec): 3 clusters
  Score: Raw -182261.686351 + Penalty 2503.917380 = -179757.768972
  nChanged 41
		SP:Iteration 12Q (181630.120000 sec): 3 clusters
  Score: Raw -182296.141801 + Penalty 2503.917380 = -179792.224421
  nChanged 47
		SP:Iteration 13Q (181630.160000 sec): 3 clusters
  Score: Raw -182336.925641 + Penalty 2503.917380 = -179833.008262
  nChanged 45
		SP:Iteration 14Q (181630.200000 sec): 3 clusters
  Score: Raw -182372.236948 + Penalty 2503.917380 = -179868.319569
  nChanged 37
		SP:Iteration 15Q (181630.240000 sec): 3 clusters
  Score: Raw -182398.440268 + Penalty 2503.917380 = -179894.522888
  nChanged 29
		SP:Iteration 16Q (181630.280000 sec): 3 clusters
  Score: Raw -182416.293253 + Penalty 2503.917380 = -179912.375873
  nChanged 20
		SP:Iteration 17Q (181630.330000 sec): 3 clusters
  Score: Raw -182425.935542 + Penalty 2503.917380 = -179922.018163
  nChanged 14
		SP:Iteration 18Q (181630.370000 sec): 3 clusters
  Score: Raw -182433.891978 + Penalty 2503.917380 = -179929.974598
  nChanged 10
		SP:Iteration 19Q (181630.410000 sec): 3 clusters
  Score: Raw -182441.167774 + Penalty 2503.917380 = -179937.250395
  nChanged 9
		SP:Iteration 20F (181630.450000 sec): 3 clusters
  Score: Raw -182448.017267 + Penalty 2503.917380 = -179944.099887
  nChanged 11
		SP:Iteration 21Q (181630.490000 sec): 3 clusters
  Score: Raw -182457.956065 + Penalty 2503.917380 = -179954.038685
  nChanged 12
		SP:Iteration 22Q (181630.540000 sec): 3 clusters
  Score: Raw -182464.842351 + Penalty 2503.917380 = -179960.924972
  nChanged 9
		SP:Iteration 23Q (181630.580000 sec): 3 clusters
  Score: Raw -182467.215520 + Penalty 2503.917380 = -179963.298140
  nChanged 5
		SP:Iteration 24Q (181630.620000 sec): 3 clusters
  Score: Raw -182470.145763 + Penalty 2503.917380 = -179966.228384
  nChanged 4
		SP:Iteration 25Q (181630.800000 sec): 3 clusters
  Score: Raw -182473.457042 + Penalty 2503.917380 = -179969.539663
  nChanged 5
		SP:Iteration 26Q (181630.960000 sec): 3 clusters
  Score: Raw -182476.966943 + Penalty 2503.917380 = -179973.049563
  nChanged 3
		SP:Iteration 27Q (181631.120000 sec): 3 clusters
  Score: Raw -182477.901929 + Penalty 2503.917380 = -179973.984550
  nChanged 0
		SP:Iteration 28F (181631.290000 sec): 3 clusters
  Score: Raw -182477.901929 + Penalty 2503.917380 = -179973.984550
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 88 (6271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181631.360000 sec): 2 clusters
  Score: Raw -540500.374719 + Penalty 1420.849805 = -539079.524914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181631.520000 sec): 3 clusters
  Score: Raw -537131.459419 + Penalty 2841.699611 = -534289.759808
  nChanged 2589
		SP:Iteration 1F (181631.680000 sec): 3 clusters
  Score: Raw -538676.660538 + Penalty 2841.699611 = -535834.960927
  nChanged 529
		SP:Iteration 2F (181631.850000 sec): 3 clusters
  Score: Raw -539049.890138 + Penalty 2841.699611 = -536208.190527
  nChanged 429
		SP:Iteration 3F (181632.020000 sec): 3 clusters
  Score: Raw -539331.915021 + Penalty 2841.699611 = -536490.215410
  nChanged 358
		SP:Iteration 4F (181632.180000 sec): 3 clusters
  Score: Raw -539542.086355 + Penalty 2841.699611 = -536700.386744
  nChanged 260
		SP:Iteration 5Q (181632.340000 sec): 3 clusters
  Score: Raw -539682.058705 + Penalty 2841.699611 = -536840.359094
  nChanged 222
		SP:Iteration 6Q (181632.510000 sec): 3 clusters
  Score: Raw -539795.819882 + Penalty 2841.699611 = -536954.120271
  nChanged 192
		SP:Iteration 7Q (181632.670000 sec): 3 clusters
  Score: Raw -539884.014415 + Penalty 2841.699611 = -537042.314804
  nChanged 166
		SP:Iteration 8Q (181632.840000 sec): 3 clusters
  Score: Raw -539957.735374 + Penalty 2841.699611 = -537116.035763
  nChanged 136
		SP:Iteration 9Q (181633.000000 sec): 3 clusters
  Score: Raw -540019.896777 + Penalty 2841.699611 = -537178.197166
  nChanged 136
		SP:Iteration 10Q (181633.200000 sec): 3 clusters
  Score: Raw -540082.016513 + Penalty 2841.699611 = -537240.316902
  nChanged 140
		SP:Iteration 11Q (181633.380000 sec): 3 clusters
  Score: Raw -540149.735260 + Penalty 2841.699611 = -537308.035649
  nChanged 141
		SP:Iteration 12Q (181633.540000 sec): 3 clusters
  Score: Raw -540216.368543 + Penalty 2841.699611 = -537374.668932
  nChanged 131
		SP:Iteration 13Q (181633.690000 sec): 3 clusters
  Score: Raw -540270.823321 + Penalty 2841.699611 = -537429.123710
  nChanged 107
		SP:Iteration 14Q (181633.870000 sec): 3 clusters
  Score: Raw -540320.949997 + Penalty 2841.699611 = -537479.250386
  nChanged 112
		SP:Iteration 15Q (181634.040000 sec): 3 clusters
  Score: Raw -540368.014515 + Penalty 2841.699611 = -537526.314904
  nChanged 101
		SP:Iteration 16Q (181634.200000 sec): 3 clusters
  Score: Raw -540414.086858 + Penalty 2841.699611 = -537572.387247
  nChanged 99
		SP:Iteration 17Q (181634.370000 sec): 3 clusters
  Score: Raw -540463.674601 + Penalty 2841.699611 = -537621.974990
  nChanged 99
		SP:Iteration 18Q (181634.530000 sec): 3 clusters
  Score: Raw -540501.247898 + Penalty 2841.699611 = -537659.548287
  nChanged 81
		SP:Iteration 19Q (181634.700000 sec): 3 clusters
  Score: Raw -540540.021641 + Penalty 2841.699611 = -537698.322030
  nChanged 91
		SP:Iteration 20F (181634.860000 sec): 3 clusters
  Score: Raw -540581.491659 + Penalty 2841.699611 = -537739.792048
  nChanged 90
		SP:Iteration 21Q (181635.030000 sec): 3 clusters
  Score: Raw -540619.912912 + Penalty 2841.699611 = -537778.213301
  nChanged 77
		SP:Iteration 22Q (181635.240000 sec): 3 clusters
  Score: Raw -540656.096967 + Penalty 2841.699611 = -537814.397356
  nChanged 87
		SP:Iteration 23Q (181635.410000 sec): 3 clusters
  Score: Raw -540693.457577 + Penalty 2841.699611 = -537851.757966
  nChanged 83
		SP:Iteration 24Q (181635.520000 sec): 3 clusters
  Score: Raw -540735.799932 + Penalty 2841.699611 = -537894.100321
  nChanged 80
		SP:Iteration 25Q (181635.630000 sec): 3 clusters
  Score: Raw -540774.980573 + Penalty 2841.699611 = -537933.280962
  nChanged 78
		SP:Iteration 26Q (181635.730000 sec): 3 clusters
  Score: Raw -540811.343938 + Penalty 2841.699611 = -537969.644327
  nChanged 60
		SP:Iteration 27Q (181635.830000 sec): 3 clusters
  Score: Raw -540835.706405 + Penalty 2841.699611 = -537994.006794
  nChanged 32
		SP:Iteration 28Q (181635.930000 sec): 3 clusters
  Score: Raw -540846.658633 + Penalty 2841.699611 = -538004.959022
  nChanged 27
		SP:Iteration 29Q (181636.030000 sec): 3 clusters
  Score: Raw -540855.979056 + Penalty 2841.699611 = -538014.279445
  nChanged 24
		SP:Iteration 30Q (181636.140000 sec): 3 clusters
  Score: Raw -540863.659809 + Penalty 2841.699611 = -538021.960198
  nChanged 28
		SP:Iteration 31Q (181636.240000 sec): 3 clusters
  Score: Raw -540873.275445 + Penalty 2841.699611 = -538031.575834
  nChanged 28
		SP:Iteration 32Q (181636.330000 sec): 3 clusters
  Score: Raw -540884.264228 + Penalty 2841.699611 = -538042.564617
  nChanged 30
		SP:Iteration 33Q (181636.430000 sec): 3 clusters
  Score: Raw -540898.760887 + Penalty 2841.699611 = -538057.061276
  nChanged 33
		SP:Iteration 34Q (181636.530000 sec): 3 clusters
  Score: Raw -540914.388105 + Penalty 2841.699611 = -538072.688494
  nChanged 34
		SP:Iteration 35Q (181636.620000 sec): 3 clusters
  Score: Raw -540933.460177 + Penalty 2841.699611 = -538091.760566
  nChanged 40
		SP:Iteration 36Q (181636.720000 sec): 3 clusters
  Score: Raw -540952.790398 + Penalty 2841.699611 = -538111.090787
  nChanged 30
		SP:Iteration 37Q (181636.810000 sec): 3 clusters
  Score: Raw -540964.507509 + Penalty 2841.699611 = -538122.807898
  nChanged 28
		SP:Iteration 38Q (181636.910000 sec): 3 clusters
  Score: Raw -540977.832833 + Penalty 2841.699611 = -538136.133222
  nChanged 31
		SP:Iteration 39Q (181637.000000 sec): 3 clusters
  Score: Raw -540989.682249 + Penalty 2841.699611 = -538147.982638
  nChanged 32
		SP:Iteration 40F (181637.100000 sec): 3 clusters
  Score: Raw -541004.625982 + Penalty 2841.699611 = -538162.926371
  nChanged 36
		SP:Iteration 41Q (181637.200000 sec): 3 clusters
  Score: Raw -541023.987962 + Penalty 2841.699611 = -538182.288351
  nChanged 30
		SP:Iteration 42Q (181637.300000 sec): 3 clusters
  Score: Raw -541034.111554 + Penalty 2841.699611 = -538192.411943
  nChanged 27
		SP:Iteration 43Q (181637.500000 sec): 3 clusters
  Score: Raw -541045.296893 + Penalty 2841.699611 = -538203.597282
  nChanged 21
		SP:Iteration 44Q (181637.670000 sec): 3 clusters
  Score: Raw -541056.469511 + Penalty 2841.699611 = -538214.769900
  nChanged 19
		SP:Iteration 45Q (181637.840000 sec): 3 clusters
  Score: Raw -541066.679137 + Penalty 2841.699611 = -538224.979526
  nChanged 22
		SP:Iteration 46Q (181638.000000 sec): 3 clusters
  Score: Raw -541074.838688 + Penalty 2841.699611 = -538233.139077
  nChanged 10
		SP:Iteration 47Q (181638.110000 sec): 3 clusters
  Score: Raw -541078.288788 + Penalty 2841.699611 = -538236.589177
  nChanged 13
		SP:Iteration 48Q (181638.300000 sec): 3 clusters
  Score: Raw -541082.181152 + Penalty 2841.699611 = -538240.481541
  nChanged 8
		SP:Iteration 49Q (181638.470000 sec): 3 clusters
  Score: Raw -541084.668292 + Penalty 2841.699611 = -538242.968681
  nChanged 6
		SP:Iteration 50Q (181638.630000 sec): 3 clusters
  Score: Raw -541086.482595 + Penalty 2841.699611 = -538244.782984
  nChanged 8
		SP:Iteration 51Q (181638.800000 sec): 3 clusters
  Score: Raw -541088.460370 + Penalty 2841.699611 = -538246.760759
  nChanged 8
		SP:Iteration 52Q (181638.960000 sec): 3 clusters
  Score: Raw -541090.780988 + Penalty 2841.699611 = -538249.081377
  nChanged 5
		SP:Iteration 53Q (181639.130000 sec): 3 clusters
  Score: Raw -541092.062095 + Penalty 2841.699611 = -538250.362484
  nChanged 2
		SP:Iteration 54Q (181639.300000 sec): 3 clusters
  Score: Raw -541092.844558 + Penalty 2841.699611 = -538251.144947
  nChanged 2
		SP:Iteration 55Q (181639.460000 sec): 3 clusters
  Score: Raw -541093.189005 + Penalty 2841.699611 = -538251.489394
  nChanged 2
		SP:Iteration 56Q (181639.670000 sec): 3 clusters
  Score: Raw -541094.070582 + Penalty 2841.699611 = -538252.370971
  nChanged 1
		SP:Iteration 57Q (181639.840000 sec): 3 clusters
  Score: Raw -541094.433141 + Penalty 2841.699611 = -538252.733530
  nChanged 0
		SP:Iteration 58F (181639.940000 sec): 3 clusters
  Score: Raw -541094.433141 + Penalty 2841.699611 = -538252.733530
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 89 (9991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181640.060000 sec): 2 clusters
  Score: Raw -914316.935139 + Penalty 1496.533995 = -912820.401145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181640.320000 sec): 3 clusters
  Score: Raw -908626.098018 + Penalty 2993.067989 = -905633.030029
  nChanged 4376
		SP:Iteration 1F (181640.540000 sec): 3 clusters
  Score: Raw -911031.662908 + Penalty 2993.067989 = -908038.594919
  nChanged 668
		SP:Iteration 2F (181640.770000 sec): 3 clusters
  Score: Raw -911346.054954 + Penalty 2993.067989 = -908352.986965
  nChanged 584
		SP:Iteration 3F (181640.920000 sec): 3 clusters
  Score: Raw -911645.495753 + Penalty 2993.067989 = -908652.427764
  nChanged 562
		SP:Iteration 4F (181641.070000 sec): 3 clusters
  Score: Raw -911967.960796 + Penalty 2993.067989 = -908974.892806
  nChanged 592
		SP:Iteration 5F (181641.310000 sec): 3 clusters
  Score: Raw -912334.174044 + Penalty 2993.067989 = -909341.106055
  nChanged 584
		SP:Iteration 6F (181641.530000 sec): 3 clusters
  Score: Raw -912696.222905 + Penalty 2993.067989 = -909703.154916
  nChanged 529
		SP:Iteration 7F (181641.760000 sec): 3 clusters
  Score: Raw -913006.368665 + Penalty 2993.067989 = -910013.300676
  nChanged 479
		SP:Iteration 8Q (181641.980000 sec): 3 clusters
  Score: Raw -913276.340905 + Penalty 2993.067989 = -910283.272916
  nChanged 397
		SP:Iteration 9Q (181642.210000 sec): 3 clusters
  Score: Raw -913482.372395 + Penalty 2993.067989 = -910489.304406
  nChanged 296
		SP:Iteration 10Q (181642.440000 sec): 3 clusters
  Score: Raw -913612.934371 + Penalty 2993.067989 = -910619.866381
  nChanged 240
		SP:Iteration 11Q (181642.580000 sec): 3 clusters
  Score: Raw -913699.680731 + Penalty 2993.067989 = -910706.612741
  nChanged 194
		SP:Iteration 12Q (181642.730000 sec): 3 clusters
  Score: Raw -913761.167046 + Penalty 2993.067989 = -910768.099056
  nChanged 152
		SP:Iteration 13Q (181642.880000 sec): 3 clusters
  Score: Raw -913813.024621 + Penalty 2993.067989 = -910819.956632
  nChanged 133
		SP:Iteration 14Q (181643.060000 sec): 3 clusters
  Score: Raw -913849.521711 + Penalty 2993.067989 = -910856.453722
  nChanged 119
		SP:Iteration 15Q (181643.200000 sec): 3 clusters
  Score: Raw -913877.882860 + Penalty 2993.067989 = -910884.814871
  nChanged 89
		SP:Iteration 16Q (181643.360000 sec): 3 clusters
  Score: Raw -913897.220446 + Penalty 2993.067989 = -910904.152456
  nChanged 82
		SP:Iteration 17Q (181643.580000 sec): 3 clusters
  Score: Raw -913918.076592 + Penalty 2993.067989 = -910925.008603
  nChanged 82
		SP:Iteration 18Q (181643.800000 sec): 3 clusters
  Score: Raw -913936.877848 + Penalty 2993.067989 = -910943.809859
  nChanged 88
		SP:Iteration 19Q (181644.030000 sec): 3 clusters
  Score: Raw -913954.963463 + Penalty 2993.067989 = -910961.895474
  nChanged 91
		SP:Iteration 20F (181644.250000 sec): 3 clusters
  Score: Raw -913975.017249 + Penalty 2993.067989 = -910981.949260
  nChanged 83
		SP:Iteration 21Q (181644.470000 sec): 3 clusters
  Score: Raw -913995.896062 + Penalty 2993.067989 = -911002.828073
  nChanged 93
		SP:Iteration 22Q (181644.660000 sec): 3 clusters
  Score: Raw -914016.098694 + Penalty 2993.067989 = -911023.030705
  nChanged 86
		SP:Iteration 23Q (181644.890000 sec): 3 clusters
  Score: Raw -914034.327385 + Penalty 2993.067989 = -911041.259396
  nChanged 92
		SP:Iteration 24Q (181645.120000 sec): 3 clusters
  Score: Raw -914055.530697 + Penalty 2993.067989 = -911062.462708
  nChanged 93
		SP:Iteration 25Q (181645.430000 sec): 3 clusters
  Score: Raw -914075.842567 + Penalty 2993.067989 = -911082.774578
  nChanged 81
		SP:Iteration 26Q (181645.620000 sec): 3 clusters
  Score: Raw -914097.864539 + Penalty 2993.067989 = -911104.796550
  nChanged 113
		SP:Iteration 27Q (181645.840000 sec): 3 clusters
  Score: Raw -914131.085761 + Penalty 2993.067989 = -911138.017771
  nChanged 114
		SP:Iteration 28Q (181646.120000 sec): 3 clusters
  Score: Raw -914158.829831 + Penalty 2993.067989 = -911165.761842
  nChanged 99
		SP:Iteration 29Q (181646.340000 sec): 3 clusters
  Score: Raw -914183.350816 + Penalty 2993.067989 = -911190.282827
  nChanged 103
		SP:Iteration 30Q (181646.560000 sec): 3 clusters
  Score: Raw -914213.086303 + Penalty 2993.067989 = -911220.018314
  nChanged 108
		SP:Iteration 31Q (181646.790000 sec): 3 clusters
  Score: Raw -914238.266500 + Penalty 2993.067989 = -911245.198511
  nChanged 91
		SP:Iteration 32Q (181647.010000 sec): 3 clusters
  Score: Raw -914259.804874 + Penalty 2993.067989 = -911266.736885
  nChanged 90
		SP:Iteration 33Q (181647.240000 sec): 3 clusters
  Score: Raw -914279.813044 + Penalty 2993.067989 = -911286.745055
  nChanged 90
		SP:Iteration 34Q (181647.520000 sec): 3 clusters
  Score: Raw -914298.993042 + Penalty 2993.067989 = -911305.925053
  nChanged 98
		SP:Iteration 35Q (181647.740000 sec): 3 clusters
  Score: Raw -914320.427642 + Penalty 2993.067989 = -911327.359653
  nChanged 92
		SP:Iteration 36Q (181647.980000 sec): 3 clusters
  Score: Raw -914344.538868 + Penalty 2993.067989 = -911351.470879
  nChanged 116
		SP:Iteration 37Q (181648.210000 sec): 3 clusters
  Score: Raw -914376.694376 + Penalty 2993.067989 = -911383.626386
  nChanged 94
		SP:Iteration 38Q (181648.440000 sec): 3 clusters
  Score: Raw -914398.975214 + Penalty 2993.067989 = -911405.907225
  nChanged 68
		SP:Iteration 39Q (181648.670000 sec): 3 clusters
  Score: Raw -914413.664714 + Penalty 2993.067989 = -911420.596725
  nChanged 76
		SP:Iteration 40F (181648.900000 sec): 3 clusters
  Score: Raw -914431.732096 + Penalty 2993.067989 = -911438.664106
  nChanged 79
		SP:Iteration 41Q (181649.130000 sec): 3 clusters
  Score: Raw -914452.997862 + Penalty 2993.067989 = -911459.929873
  nChanged 90
		SP:Iteration 42Q (181649.360000 sec): 3 clusters
  Score: Raw -914480.005414 + Penalty 2993.067989 = -911486.937425
  nChanged 93
		SP:Iteration 43Q (181649.590000 sec): 3 clusters
  Score: Raw -914505.409404 + Penalty 2993.067989 = -911512.341415
  nChanged 93
		SP:Iteration 44Q (181649.820000 sec): 3 clusters
  Score: Raw -914530.408107 + Penalty 2993.067989 = -911537.340118
  nChanged 78
		SP:Iteration 45Q (181650.040000 sec): 3 clusters
  Score: Raw -914553.707992 + Penalty 2993.067989 = -911560.640003
  nChanged 93
		SP:Iteration 46Q (181650.250000 sec): 3 clusters
  Score: Raw -914581.785734 + Penalty 2993.067989 = -911588.717744
  nChanged 91
		SP:Iteration 47Q (181650.460000 sec): 3 clusters
  Score: Raw -914606.680766 + Penalty 2993.067989 = -911613.612777
  nChanged 89
		SP:Iteration 48Q (181650.690000 sec): 3 clusters
  Score: Raw -914629.369909 + Penalty 2993.067989 = -911636.301920
  nChanged 81
		SP:Iteration 49Q (181650.920000 sec): 3 clusters
  Score: Raw -914650.770195 + Penalty 2993.067989 = -911657.702206
  nChanged 72
		SP:Iteration 50Q (181651.150000 sec): 3 clusters
  Score: Raw -914672.609244 + Penalty 2993.067989 = -911679.541255
  nChanged 75
		SP:Iteration 51Q (181651.380000 sec): 3 clusters
  Score: Raw -914692.231903 + Penalty 2993.067989 = -911699.163913
  nChanged 67
		SP:Iteration 52Q (181651.610000 sec): 3 clusters
  Score: Raw -914707.759274 + Penalty 2993.067989 = -911714.691284
  nChanged 48
		SP:Iteration 53Q (181651.840000 sec): 3 clusters
  Score: Raw -914719.682286 + Penalty 2993.067989 = -911726.614297
  nChanged 50
		SP:Iteration 54Q (181652.080000 sec): 3 clusters
  Score: Raw -914731.740420 + Penalty 2993.067989 = -911738.672430
  nChanged 49
		SP:Iteration 55Q (181652.300000 sec): 3 clusters
  Score: Raw -914745.078222 + Penalty 2993.067989 = -911752.010233
  nChanged 47
		SP:Iteration 56Q (181652.540000 sec): 3 clusters
  Score: Raw -914755.717236 + Penalty 2993.067989 = -911762.649247
  nChanged 43
		SP:Iteration 57Q (181652.760000 sec): 3 clusters
  Score: Raw -914765.423699 + Penalty 2993.067989 = -911772.355710
  nChanged 37
		SP:Iteration 58Q (181653.000000 sec): 3 clusters
  Score: Raw -914773.974805 + Penalty 2993.067989 = -911780.906816
  nChanged 35
		SP:Iteration 59Q (181653.230000 sec): 3 clusters
  Score: Raw -914781.542915 + Penalty 2993.067989 = -911788.474926
  nChanged 34
		SP:Iteration 60F (181653.460000 sec): 3 clusters
  Score: Raw -914790.983448 + Penalty 2993.067989 = -911797.915458
  nChanged 39
		SP:Iteration 61Q (181653.690000 sec): 3 clusters
  Score: Raw -914801.646953 + Penalty 2993.067989 = -911808.578964
  nChanged 33
		SP:Iteration 62Q (181653.920000 sec): 3 clusters
  Score: Raw -914811.402178 + Penalty 2993.067989 = -911818.334188
  nChanged 35
		SP:Iteration 63Q (181654.150000 sec): 3 clusters
  Score: Raw -914820.193453 + Penalty 2993.067989 = -911827.125464
  nChanged 32
		SP:Iteration 64Q (181654.380000 sec): 3 clusters
  Score: Raw -914828.808790 + Penalty 2993.067989 = -911835.740801
  nChanged 35
		SP:Iteration 65Q (181654.620000 sec): 3 clusters
  Score: Raw -914838.011379 + Penalty 2993.067989 = -911844.943390
  nChanged 31
		SP:Iteration 66Q (181654.840000 sec): 3 clusters
  Score: Raw -914846.818557 + Penalty 2993.067989 = -911853.750568
  nChanged 29
		SP:Iteration 67Q (181655.070000 sec): 3 clusters
  Score: Raw -914854.413649 + Penalty 2993.067989 = -911861.345660
  nChanged 22
		SP:Iteration 68Q (181655.300000 sec): 3 clusters
  Score: Raw -914860.299085 + Penalty 2993.067989 = -911867.231095
  nChanged 21
		SP:Iteration 69Q (181655.530000 sec): 3 clusters
  Score: Raw -914866.626287 + Penalty 2993.067989 = -911873.558297
  nChanged 29
		SP:Iteration 70Q (181655.760000 sec): 3 clusters
  Score: Raw -914875.345574 + Penalty 2993.067989 = -911882.277585
  nChanged 24
		SP:Iteration 71Q (181656.000000 sec): 3 clusters
  Score: Raw -914883.208724 + Penalty 2993.067989 = -911890.140734
  nChanged 23
		SP:Iteration 72Q (181656.220000 sec): 3 clusters
  Score: Raw -914890.289027 + Penalty 2993.067989 = -911897.221037
  nChanged 24
		SP:Iteration 73Q (181656.460000 sec): 3 clusters
  Score: Raw -914897.375217 + Penalty 2993.067989 = -911904.307228
  nChanged 22
		SP:Iteration 74Q (181656.690000 sec): 3 clusters
  Score: Raw -914903.335827 + Penalty 2993.067989 = -911910.267838
  nChanged 14
		SP:Iteration 75Q (181656.920000 sec): 3 clusters
  Score: Raw -914907.219553 + Penalty 2993.067989 = -911914.151563
  nChanged 16
		SP:Iteration 76Q (181657.150000 sec): 3 clusters
  Score: Raw -914911.642821 + Penalty 2993.067989 = -911918.574832
  nChanged 20
		SP:Iteration 77Q (181657.380000 sec): 3 clusters
  Score: Raw -914917.429227 + Penalty 2993.067989 = -911924.361237
  nChanged 16
		SP:Iteration 78Q (181657.610000 sec): 3 clusters
  Score: Raw -914921.141460 + Penalty 2993.067989 = -911928.073470
  nChanged 12
		SP:Iteration 79Q (181657.840000 sec): 3 clusters
  Score: Raw -914924.036569 + Penalty 2993.067989 = -911930.968580
  nChanged 8
		SP:Iteration 80F (181658.070000 sec): 3 clusters
  Score: Raw -914928.034542 + Penalty 2993.067989 = -911934.966553
  nChanged 13
		SP:Iteration 81Q (181658.300000 sec): 3 clusters
  Score: Raw -914931.228122 + Penalty 2993.067989 = -911938.160133
  nChanged 7
		SP:Iteration 82Q (181658.530000 sec): 3 clusters
  Score: Raw -914932.782942 + Penalty 2993.067989 = -911939.714953
  nChanged 7
		SP:Iteration 83Q (181658.760000 sec): 3 clusters
  Score: Raw -914933.936486 + Penalty 2993.067989 = -911940.868497
  nChanged 4
		SP:Iteration 84Q (181658.990000 sec): 3 clusters
  Score: Raw -914934.668046 + Penalty 2993.067989 = -911941.600057
  nChanged 3
		SP:Iteration 85Q (181659.220000 sec): 3 clusters
  Score: Raw -914935.360208 + Penalty 2993.067989 = -911942.292219
  nChanged 2
		SP:Iteration 86Q (181659.450000 sec): 3 clusters
  Score: Raw -914936.047832 + Penalty 2993.067989 = -911942.979843
  nChanged 4
		SP:Iteration 87Q (181659.680000 sec): 3 clusters
  Score: Raw -914936.732908 + Penalty 2993.067989 = -911943.664919
  nChanged 2
		SP:Iteration 88Q (181659.920000 sec): 3 clusters
  Score: Raw -914937.135817 + Penalty 2993.067989 = -911944.067828
  nChanged 5
		SP:Iteration 89Q (181660.140000 sec): 3 clusters
  Score: Raw -914938.020789 + Penalty 2993.067989 = -911944.952799
  nChanged 4
		SP:Iteration 90Q (181660.380000 sec): 3 clusters
  Score: Raw -914938.983651 + Penalty 2993.067989 = -911945.915662
  nChanged 3
		SP:Iteration 91Q (181660.610000 sec): 3 clusters
  Score: Raw -914939.830166 + Penalty 2993.067989 = -911946.762177
  nChanged 6
		SP:Iteration 92Q (181660.840000 sec): 3 clusters
  Score: Raw -914940.930468 + Penalty 2993.067989 = -911947.862479
  nChanged 5
		SP:Iteration 93Q (181661.070000 sec): 3 clusters
  Score: Raw -914941.740644 + Penalty 2993.067989 = -911948.672655
  nChanged 3
		SP:Iteration 94Q (181661.300000 sec): 3 clusters
  Score: Raw -914942.235929 + Penalty 2993.067989 = -911949.167940
  nChanged 3
		SP:Iteration 95Q (181661.530000 sec): 3 clusters
  Score: Raw -914942.683786 + Penalty 2993.067989 = -911949.615797
  nChanged 0
		SP:Iteration 96F (181661.760000 sec): 3 clusters
  Score: Raw -914942.683786 + Penalty 2993.067989 = -911949.615797
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 90 (470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181661.840000 sec): 2 clusters
  Score: Raw -31910.277257 + Penalty 999.819063 = -30910.458194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181662.010000 sec): 3 clusters
  Score: Raw -31848.871894 + Penalty 1999.638126 = -29849.233768
  nChanged 114
		SP:Iteration 1F (181662.190000 sec): 3 clusters
  Score: Raw -32082.511383 + Penalty 1999.638126 = -30082.873257
  nChanged 46
		SP:Iteration 2F (181662.360000 sec): 3 clusters
  Score: Raw -32183.328696 + Penalty 1999.638126 = -30183.690570
  nChanged 14
		SP:Iteration 3Q (181662.540000 sec): 3 clusters
  Score: Raw -32211.109963 + Penalty 1999.638126 = -30211.471837
  nChanged 11
		SP:Iteration 4Q (181662.720000 sec): 3 clusters
  Score: Raw -32235.619537 + Penalty 1999.638126 = -30235.981411
  nChanged 9
		SP:Iteration 5Q (181662.890000 sec): 3 clusters
  Score: Raw -32262.747066 + Penalty 1999.638126 = -30263.108940
  nChanged 7
		SP:Iteration 6Q (181663.070000 sec): 3 clusters
  Score: Raw -32279.754431 + Penalty 1999.638126 = -30280.116306
  nChanged 7
		SP:Iteration 7Q (181663.240000 sec): 3 clusters
  Score: Raw -32303.101260 + Penalty 1999.638126 = -30303.463134
  nChanged 4
		SP:Iteration 8Q (181663.420000 sec): 3 clusters
  Score: Raw -32314.925795 + Penalty 1999.638126 = -30315.287669
  nChanged 3
		SP:Iteration 9Q (181663.600000 sec): 3 clusters
  Score: Raw -32324.376900 + Penalty 1999.638126 = -30324.738774
  nChanged 2
		SP:Iteration 10Q (181663.770000 sec): 3 clusters
  Score: Raw -32332.275747 + Penalty 1999.638126 = -30332.637621
  nChanged 5
		SP:Iteration 11Q (181663.950000 sec): 3 clusters
  Score: Raw -32342.556822 + Penalty 1999.638126 = -30342.918696
  nChanged 4
		SP:Iteration 12Q (181664.120000 sec): 3 clusters
  Score: Raw -32352.056819 + Penalty 1999.638126 = -30352.418693
  nChanged 3
		SP:Iteration 13Q (181664.300000 sec): 3 clusters
  Score: Raw -32358.479571 + Penalty 1999.638126 = -30358.841446
  nChanged 1
		SP:Iteration 14Q (181664.480000 sec): 3 clusters
  Score: Raw -32360.034347 + Penalty 1999.638126 = -30360.396222
  nChanged 1
		SP:Iteration 15Q (181664.650000 sec): 3 clusters
  Score: Raw -32364.069988 + Penalty 1999.638126 = -30364.431863
  nChanged 0
		SP:Iteration 16F (181664.830000 sec): 3 clusters
  Score: Raw -32364.069988 + Penalty 1999.638126 = -30364.431863
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 91 (4318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181664.920000 sec): 2 clusters
  Score: Raw -344010.433374 + Penalty 1360.213987 = -342650.219387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181665.100000 sec): 3 clusters
  Score: Raw -341807.658308 + Penalty 2720.427974 = -339087.230334
  nChanged 1695
		SP:Iteration 1F (181665.280000 sec): 3 clusters
  Score: Raw -342883.134640 + Penalty 2720.427974 = -340162.706666
  nChanged 412
		SP:Iteration 2F (181665.450000 sec): 3 clusters
  Score: Raw -343253.498449 + Penalty 2720.427974 = -340533.070476
  nChanged 356
		SP:Iteration 3F (181665.630000 sec): 3 clusters
  Score: Raw -343562.285825 + Penalty 2720.427974 = -340841.857851
  nChanged 264
		SP:Iteration 4F (181665.800000 sec): 3 clusters
  Score: Raw -343769.746491 + Penalty 2720.427974 = -341049.318517
  nChanged 212
		SP:Iteration 5Q (181665.980000 sec): 3 clusters
  Score: Raw -343903.909332 + Penalty 2720.427974 = -341183.481359
  nChanged 163
		SP:Iteration 6Q (181666.160000 sec): 3 clusters
  Score: Raw -343992.582586 + Penalty 2720.427974 = -341272.154612
  nChanged 116
		SP:Iteration 7Q (181666.330000 sec): 3 clusters
  Score: Raw -344051.185820 + Penalty 2720.427974 = -341330.757846
  nChanged 78
		SP:Iteration 8Q (181666.510000 sec): 3 clusters
  Score: Raw -344084.067450 + Penalty 2720.427974 = -341363.639476
  nChanged 57
		SP:Iteration 9Q (181666.680000 sec): 3 clusters
  Score: Raw -344106.996979 + Penalty 2720.427974 = -341386.569005
  nChanged 46
		SP:Iteration 10Q (181666.860000 sec): 3 clusters
  Score: Raw -344128.308400 + Penalty 2720.427974 = -341407.880427
  nChanged 62
		SP:Iteration 11Q (181667.040000 sec): 3 clusters
  Score: Raw -344155.680281 + Penalty 2720.427974 = -341435.252307
  nChanged 42
		SP:Iteration 12Q (181667.210000 sec): 3 clusters
  Score: Raw -344171.384171 + Penalty 2720.427974 = -341450.956198
  nChanged 35
		SP:Iteration 13Q (181667.390000 sec): 3 clusters
  Score: Raw -344183.597196 + Penalty 2720.427974 = -341463.169223
  nChanged 30
		SP:Iteration 14Q (181667.560000 sec): 3 clusters
  Score: Raw -344191.978004 + Penalty 2720.427974 = -341471.550031
  nChanged 26
		SP:Iteration 15Q (181667.740000 sec): 3 clusters
  Score: Raw -344199.887722 + Penalty 2720.427974 = -341479.459749
  nChanged 27
		SP:Iteration 16Q (181667.910000 sec): 3 clusters
  Score: Raw -344209.993664 + Penalty 2720.427974 = -341489.565690
  nChanged 24
		SP:Iteration 17Q (181668.090000 sec): 3 clusters
  Score: Raw -344216.861621 + Penalty 2720.427974 = -341496.433647
  nChanged 23
		SP:Iteration 18Q (181668.260000 sec): 3 clusters
  Score: Raw -344224.745452 + Penalty 2720.427974 = -341504.317479
  nChanged 23
		SP:Iteration 19Q (181668.440000 sec): 3 clusters
  Score: Raw -344231.100324 + Penalty 2720.427974 = -341510.672350
  nChanged 26
		SP:Iteration 20F (181668.620000 sec): 3 clusters
  Score: Raw -344238.664865 + Penalty 2720.427974 = -341518.236891
  nChanged 24
		SP:Iteration 21Q (181668.790000 sec): 3 clusters
  Score: Raw -344247.591023 + Penalty 2720.427974 = -341527.163050
  nChanged 32
		SP:Iteration 22Q (181668.970000 sec): 3 clusters
  Score: Raw -344259.956212 + Penalty 2720.427974 = -341539.528239
  nChanged 33
		SP:Iteration 23Q (181669.140000 sec): 3 clusters
  Score: Raw -344271.335088 + Penalty 2720.427974 = -341550.907115
  nChanged 28
		SP:Iteration 24Q (181669.320000 sec): 3 clusters
  Score: Raw -344281.502137 + Penalty 2720.427974 = -341561.074164
  nChanged 33
		SP:Iteration 25Q (181669.500000 sec): 3 clusters
  Score: Raw -344295.023792 + Penalty 2720.427974 = -341574.595818
  nChanged 33
		SP:Iteration 26Q (181669.670000 sec): 3 clusters
  Score: Raw -344305.119877 + Penalty 2720.427974 = -341584.691903
  nChanged 14
		SP:Iteration 27Q (181669.850000 sec): 3 clusters
  Score: Raw -344309.204951 + Penalty 2720.427974 = -341588.776977
  nChanged 16
		SP:Iteration 28Q (181670.020000 sec): 3 clusters
  Score: Raw -344313.343386 + Penalty 2720.427974 = -341592.915412
  nChanged 16
		SP:Iteration 29Q (181670.200000 sec): 3 clusters
  Score: Raw -344317.675952 + Penalty 2720.427974 = -341597.247979
  nChanged 18
		SP:Iteration 30Q (181670.380000 sec): 3 clusters
  Score: Raw -344323.328847 + Penalty 2720.427974 = -341602.900873
  nChanged 22
		SP:Iteration 31Q (181670.550000 sec): 3 clusters
  Score: Raw -344331.596475 + Penalty 2720.427974 = -341611.168501
  nChanged 29
		SP:Iteration 32Q (181670.730000 sec): 3 clusters
  Score: Raw -344338.600409 + Penalty 2720.427974 = -341618.172435
  nChanged 20
		SP:Iteration 33Q (181670.900000 sec): 3 clusters
  Score: Raw -344344.623279 + Penalty 2720.427974 = -341624.195305
  nChanged 20
		SP:Iteration 34Q (181671.080000 sec): 3 clusters
  Score: Raw -344351.060787 + Penalty 2720.427974 = -341630.632814
  nChanged 21
		SP:Iteration 35Q (181671.260000 sec): 3 clusters
  Score: Raw -344357.631507 + Penalty 2720.427974 = -341637.203533
  nChanged 23
		SP:Iteration 36Q (181671.430000 sec): 3 clusters
  Score: Raw -344363.598050 + Penalty 2720.427974 = -341643.170076
  nChanged 9
		SP:Iteration 37Q (181671.610000 sec): 3 clusters
  Score: Raw -344367.061637 + Penalty 2720.427974 = -341646.633664
  nChanged 14
		SP:Iteration 38Q (181671.800000 sec): 3 clusters
  Score: Raw -344371.526356 + Penalty 2720.427974 = -341651.098382
  nChanged 11
		SP:Iteration 39Q (181671.970000 sec): 3 clusters
  Score: Raw -344373.846990 + Penalty 2720.427974 = -341653.419016
  nChanged 7
		SP:Iteration 40F (181672.140000 sec): 3 clusters
  Score: Raw -344375.203617 + Penalty 2720.427974 = -341654.775644
  nChanged 11
		SP:Iteration 41Q (181672.220000 sec): 3 clusters
  Score: Raw -344378.355273 + Penalty 2720.427974 = -341657.927300
  nChanged 10
		SP:Iteration 42Q (181672.310000 sec): 3 clusters
  Score: Raw -344381.103409 + Penalty 2720.427974 = -341660.675435
  nChanged 11
		SP:Iteration 43Q (181672.400000 sec): 3 clusters
  Score: Raw -344384.184851 + Penalty 2720.427974 = -341663.756877
  nChanged 11
		SP:Iteration 44Q (181672.480000 sec): 3 clusters
  Score: Raw -344386.088912 + Penalty 2720.427974 = -341665.660939
  nChanged 7
		SP:Iteration 45Q (181672.560000 sec): 3 clusters
  Score: Raw -344387.914526 + Penalty 2720.427974 = -341667.486553
  nChanged 8
		SP:Iteration 46Q (181672.640000 sec): 3 clusters
  Score: Raw -344389.628549 + Penalty 2720.427974 = -341669.200575
  nChanged 12
		SP:Iteration 47Q (181672.730000 sec): 3 clusters
  Score: Raw -344393.348161 + Penalty 2720.427974 = -341672.920188
  nChanged 14
		SP:Iteration 48Q (181672.810000 sec): 3 clusters
  Score: Raw -344398.860109 + Penalty 2720.427974 = -341678.432136
  nChanged 17
		SP:Iteration 49Q (181672.900000 sec): 3 clusters
  Score: Raw -344402.702581 + Penalty 2720.427974 = -341682.274607
  nChanged 14
		SP:Iteration 50Q (181672.980000 sec): 3 clusters
  Score: Raw -344405.589836 + Penalty 2720.427974 = -341685.161863
  nChanged 16
		SP:Iteration 51Q (181673.060000 sec): 3 clusters
  Score: Raw -344409.879271 + Penalty 2720.427974 = -341689.451298
  nChanged 17
		SP:Iteration 52Q (181673.150000 sec): 3 clusters
  Score: Raw -344415.833732 + Penalty 2720.427974 = -341695.405758
  nChanged 21
		SP:Iteration 53Q (181673.230000 sec): 3 clusters
  Score: Raw -344423.464298 + Penalty 2720.427974 = -341703.036324
  nChanged 14
		SP:Iteration 54Q (181673.320000 sec): 3 clusters
  Score: Raw -344428.623604 + Penalty 2720.427974 = -341708.195630
  nChanged 21
		SP:Iteration 55Q (181673.400000 sec): 3 clusters
  Score: Raw -344436.569340 + Penalty 2720.427974 = -341716.141367
  nChanged 22
		SP:Iteration 56Q (181673.480000 sec): 3 clusters
  Score: Raw -344442.308667 + Penalty 2720.427974 = -341721.880693
  nChanged 12
		SP:Iteration 57Q (181673.570000 sec): 3 clusters
  Score: Raw -344445.555906 + Penalty 2720.427974 = -341725.127932
  nChanged 13
		SP:Iteration 58Q (181673.650000 sec): 3 clusters
  Score: Raw -344449.898367 + Penalty 2720.427974 = -341729.470393
  nChanged 14
		SP:Iteration 59Q (181673.730000 sec): 3 clusters
  Score: Raw -344453.281497 + Penalty 2720.427974 = -341732.853524
  nChanged 16
		SP:Iteration 60F (181673.820000 sec): 3 clusters
  Score: Raw -344457.422594 + Penalty 2720.427974 = -341736.994620
  nChanged 9
		SP:Iteration 61Q (181673.940000 sec): 3 clusters
  Score: Raw -344459.812402 + Penalty 2720.427974 = -341739.384428
  nChanged 8
		SP:Iteration 62Q (181674.130000 sec): 3 clusters
  Score: Raw -344461.618081 + Penalty 2720.427974 = -341741.190108
  nChanged 5
		SP:Iteration 63Q (181674.280000 sec): 3 clusters
  Score: Raw -344463.250453 + Penalty 2720.427974 = -341742.822479
  nChanged 5
		SP:Iteration 64Q (181674.460000 sec): 3 clusters
  Score: Raw -344465.394721 + Penalty 2720.427974 = -341744.966747
  nChanged 2
		SP:Iteration 65Q (181674.630000 sec): 3 clusters
  Score: Raw -344465.908622 + Penalty 2720.427974 = -341745.480648
  nChanged 2
		SP:Iteration 66Q (181674.810000 sec): 3 clusters
  Score: Raw -344466.466625 + Penalty 2720.427974 = -341746.038652
  nChanged 3
		SP:Iteration 67Q (181674.990000 sec): 3 clusters
  Score: Raw -344467.273902 + Penalty 2720.427974 = -341746.845929
  nChanged 5
		SP:Iteration 68Q (181675.160000 sec): 3 clusters
  Score: Raw -344468.583696 + Penalty 2720.427974 = -341748.155722
  nChanged 4
		SP:Iteration 69Q (181675.340000 sec): 3 clusters
  Score: Raw -344469.745940 + Penalty 2720.427974 = -341749.317966
  nChanged 2
		SP:Iteration 70Q (181675.510000 sec): 3 clusters
  Score: Raw -344470.195752 + Penalty 2720.427974 = -341749.767778
  nChanged 3
		SP:Iteration 71Q (181675.750000 sec): 3 clusters
  Score: Raw -344470.590008 + Penalty 2720.427974 = -341750.162034
  nChanged 0
		SP:Iteration 72F (181675.900000 sec): 3 clusters
  Score: Raw -344470.590008 + Penalty 2720.427974 = -341750.162034
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 92 (4795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181676.040000 sec): 2 clusters
  Score: Raw -354223.937383 + Penalty 1377.240960 = -352846.696423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181676.200000 sec): 3 clusters
  Score: Raw -351775.901400 + Penalty 2754.481921 = -349021.419479
  nChanged 1916
		SP:Iteration 1F (181676.370000 sec): 3 clusters
  Score: Raw -352969.674782 + Penalty 2754.481921 = -350215.192861
  nChanged 383
		SP:Iteration 2F (181676.550000 sec): 3 clusters
  Score: Raw -353254.800290 + Penalty 2754.481921 = -350500.318369
  nChanged 313
		SP:Iteration 3F (181676.720000 sec): 3 clusters
  Score: Raw -353478.012651 + Penalty 2754.481921 = -350723.530730
  nChanged 270
		SP:Iteration 4F (181676.900000 sec): 3 clusters
  Score: Raw -353661.221214 + Penalty 2754.481921 = -350906.739293
  nChanged 238
		SP:Iteration 5Q (181677.080000 sec): 3 clusters
  Score: Raw -353820.682360 + Penalty 2754.481921 = -351066.200439
  nChanged 197
		SP:Iteration 6Q (181677.250000 sec): 3 clusters
  Score: Raw -353922.810158 + Penalty 2754.481921 = -351168.328237
  nChanged 148
		SP:Iteration 7Q (181677.470000 sec): 3 clusters
  Score: Raw -353998.604428 + Penalty 2754.481921 = -351244.122507
  nChanged 129
		SP:Iteration 8Q (181677.560000 sec): 3 clusters
  Score: Raw -354065.726389 + Penalty 2754.481921 = -351311.244468
  nChanged 118
		SP:Iteration 9Q (181677.650000 sec): 3 clusters
  Score: Raw -354117.753455 + Penalty 2754.481921 = -351363.271534
  nChanged 99
		SP:Iteration 10Q (181677.740000 sec): 3 clusters
  Score: Raw -354166.629276 + Penalty 2754.481921 = -351412.147355
  nChanged 91
		SP:Iteration 11Q (181677.830000 sec): 3 clusters
  Score: Raw -354214.456640 + Penalty 2754.481921 = -351459.974719
  nChanged 97
		SP:Iteration 12Q (181678.010000 sec): 3 clusters
  Score: Raw -354268.712982 + Penalty 2754.481921 = -351514.231061
  nChanged 93
		SP:Iteration 13Q (181678.180000 sec): 3 clusters
  Score: Raw -354323.345187 + Penalty 2754.481921 = -351568.863266
  nChanged 100
		SP:Iteration 14Q (181678.360000 sec): 3 clusters
  Score: Raw -354378.648584 + Penalty 2754.481921 = -351624.166663
  nChanged 95
		SP:Iteration 15Q (181678.540000 sec): 3 clusters
  Score: Raw -354424.700107 + Penalty 2754.481921 = -351670.218186
  nChanged 78
		SP:Iteration 16Q (181678.710000 sec): 3 clusters
  Score: Raw -354459.684074 + Penalty 2754.481921 = -351705.202153
  nChanged 57
		SP:Iteration 17Q (181678.880000 sec): 3 clusters
  Score: Raw -354479.939677 + Penalty 2754.481921 = -351725.457756
  nChanged 48
		SP:Iteration 18Q (181679.060000 sec): 3 clusters
  Score: Raw -354504.808057 + Penalty 2754.481921 = -351750.326136
  nChanged 54
		SP:Iteration 19Q (181679.240000 sec): 3 clusters
  Score: Raw -354532.519777 + Penalty 2754.481921 = -351778.037857
  nChanged 56
		SP:Iteration 20F (181679.410000 sec): 3 clusters
  Score: Raw -354550.815183 + Penalty 2754.481921 = -351796.333262
  nChanged 43
		SP:Iteration 21Q (181679.590000 sec): 3 clusters
  Score: Raw -354561.490680 + Penalty 2754.481921 = -351807.008759
  nChanged 31
		SP:Iteration 22Q (181679.760000 sec): 3 clusters
  Score: Raw -354570.804197 + Penalty 2754.481921 = -351816.322276
  nChanged 29
		SP:Iteration 23Q (181679.940000 sec): 3 clusters
  Score: Raw -354580.350411 + Penalty 2754.481921 = -351825.868490
  nChanged 22
		SP:Iteration 24Q (181680.120000 sec): 3 clusters
  Score: Raw -354584.017724 + Penalty 2754.481921 = -351829.535804
  nChanged 12
		SP:Iteration 25Q (181680.290000 sec): 3 clusters
  Score: Raw -354587.946527 + Penalty 2754.481921 = -351833.464606
  nChanged 15
		SP:Iteration 26Q (181680.470000 sec): 3 clusters
  Score: Raw -354591.735889 + Penalty 2754.481921 = -351837.253968
  nChanged 10
		SP:Iteration 27Q (181680.640000 sec): 3 clusters
  Score: Raw -354594.313084 + Penalty 2754.481921 = -351839.831163
  nChanged 14
		SP:Iteration 28Q (181680.820000 sec): 3 clusters
  Score: Raw -354598.509099 + Penalty 2754.481921 = -351844.027178
  nChanged 13
		SP:Iteration 29Q (181681.000000 sec): 3 clusters
  Score: Raw -354601.504008 + Penalty 2754.481921 = -351847.022087
  nChanged 13
		SP:Iteration 30Q (181681.170000 sec): 3 clusters
  Score: Raw -354603.815301 + Penalty 2754.481921 = -351849.333380
  nChanged 8
		SP:Iteration 31Q (181681.350000 sec): 3 clusters
  Score: Raw -354605.807509 + Penalty 2754.481921 = -351851.325588
  nChanged 8
		SP:Iteration 32Q (181681.520000 sec): 3 clusters
  Score: Raw -354607.572441 + Penalty 2754.481921 = -351853.090520
  nChanged 6
		SP:Iteration 33Q (181681.700000 sec): 3 clusters
  Score: Raw -354609.118603 + Penalty 2754.481921 = -351854.636682
  nChanged 9
		SP:Iteration 34Q (181681.880000 sec): 3 clusters
  Score: Raw -354610.699917 + Penalty 2754.481921 = -351856.217996
  nChanged 5
		SP:Iteration 35Q (181682.050000 sec): 3 clusters
  Score: Raw -354611.551424 + Penalty 2754.481921 = -351857.069503
  nChanged 2
		SP:Iteration 36Q (181682.230000 sec): 3 clusters
  Score: Raw -354611.751762 + Penalty 2754.481921 = -351857.269841
  nChanged 2
		SP:Iteration 37Q (181682.400000 sec): 3 clusters
  Score: Raw -354612.045750 + Penalty 2754.481921 = -351857.563829
  nChanged 1
		SP:Iteration 38Q (181682.580000 sec): 3 clusters
  Score: Raw -354612.195183 + Penalty 2754.481921 = -351857.713262
  nChanged 0
		SP:Iteration 39F (181682.750000 sec): 3 clusters
  Score: Raw -354612.195183 + Penalty 2754.481921 = -351857.713262
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 93 (2534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181682.910000 sec): 2 clusters
  Score: Raw -194275.484933 + Penalty 1273.602584 = -193001.882350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181683.110000 sec): 3 clusters
  Score: Raw -193147.434684 + Penalty 2547.205167 = -190600.229517
  nChanged 951
		SP:Iteration 1F (181683.270000 sec): 3 clusters
  Score: Raw -193796.365849 + Penalty 2547.205167 = -191249.160682
  nChanged 220
		SP:Iteration 2F (181683.430000 sec): 3 clusters
  Score: Raw -193992.994467 + Penalty 2547.205167 = -191445.789300
  nChanged 160
		SP:Iteration 3F (181683.590000 sec): 3 clusters
  Score: Raw -194134.418955 + Penalty 2547.205167 = -191587.213788
  nChanged 122
		SP:Iteration 4Q (181683.750000 sec): 3 clusters
  Score: Raw -194246.037316 + Penalty 2547.205167 = -191698.832149
  nChanged 109
		SP:Iteration 5Q (181683.910000 sec): 3 clusters
  Score: Raw -194344.326191 + Penalty 2547.205167 = -191797.121024
  nChanged 93
		SP:Iteration 6Q (181684.070000 sec): 3 clusters
  Score: Raw -194427.601949 + Penalty 2547.205167 = -191880.396782
  nChanged 101
		SP:Iteration 7Q (181684.220000 sec): 3 clusters
  Score: Raw -194517.845270 + Penalty 2547.205167 = -191970.640103
  nChanged 80
		SP:Iteration 8Q (181684.300000 sec): 3 clusters
  Score: Raw -194596.465244 + Penalty 2547.205167 = -192049.260077
  nChanged 66
		SP:Iteration 9Q (181684.350000 sec): 3 clusters
  Score: Raw -194664.942866 + Penalty 2547.205167 = -192117.737698
  nChanged 52
		SP:Iteration 10Q (181684.400000 sec): 3 clusters
  Score: Raw -194716.195211 + Penalty 2547.205167 = -192168.990044
  nChanged 46
		SP:Iteration 11Q (181684.450000 sec): 3 clusters
  Score: Raw -194752.503547 + Penalty 2547.205167 = -192205.298379
  nChanged 41
		SP:Iteration 12Q (181684.500000 sec): 3 clusters
  Score: Raw -194781.745935 + Penalty 2547.205167 = -192234.540768
  nChanged 33
		SP:Iteration 13Q (181684.540000 sec): 3 clusters
  Score: Raw -194800.744424 + Penalty 2547.205167 = -192253.539257
  nChanged 25
		SP:Iteration 14Q (181684.600000 sec): 3 clusters
  Score: Raw -194814.752484 + Penalty 2547.205167 = -192267.547316
  nChanged 19
		SP:Iteration 15Q (181684.640000 sec): 3 clusters
  Score: Raw -194827.810105 + Penalty 2547.205167 = -192280.604938
  nChanged 16
		SP:Iteration 16Q (181684.690000 sec): 3 clusters
  Score: Raw -194837.820210 + Penalty 2547.205167 = -192290.615043
  nChanged 17
		SP:Iteration 17Q (181684.740000 sec): 3 clusters
  Score: Raw -194846.896511 + Penalty 2547.205167 = -192299.691343
  nChanged 21
		SP:Iteration 18Q (181684.790000 sec): 3 clusters
  Score: Raw -194859.022218 + Penalty 2547.205167 = -192311.817051
  nChanged 26
		SP:Iteration 19Q (181684.840000 sec): 3 clusters
  Score: Raw -194873.339690 + Penalty 2547.205167 = -192326.134523
  nChanged 17
		SP:Iteration 20F (181684.930000 sec): 3 clusters
  Score: Raw -194880.768195 + Penalty 2547.205167 = -192333.563028
  nChanged 13
		SP:Iteration 21Q (181685.100000 sec): 3 clusters
  Score: Raw -194886.695379 + Penalty 2547.205167 = -192339.490211
  nChanged 10
		SP:Iteration 22Q (181685.280000 sec): 3 clusters
  Score: Raw -194893.650940 + Penalty 2547.205167 = -192346.445773
  nChanged 12
		SP:Iteration 23Q (181685.450000 sec): 3 clusters
  Score: Raw -194900.631758 + Penalty 2547.205167 = -192353.426591
  nChanged 13
		SP:Iteration 24Q (181685.630000 sec): 3 clusters
  Score: Raw -194908.019818 + Penalty 2547.205167 = -192360.814650
  nChanged 16
		SP:Iteration 25Q (181685.800000 sec): 3 clusters
  Score: Raw -194915.186590 + Penalty 2547.205167 = -192367.981422
  nChanged 10
		SP:Iteration 26Q (181685.980000 sec): 3 clusters
  Score: Raw -194920.921628 + Penalty 2547.205167 = -192373.716461
  nChanged 7
		SP:Iteration 27Q (181686.160000 sec): 3 clusters
  Score: Raw -194924.207730 + Penalty 2547.205167 = -192377.002563
  nChanged 10
		SP:Iteration 28Q (181686.330000 sec): 3 clusters
  Score: Raw -194928.268658 + Penalty 2547.205167 = -192381.063491
  nChanged 7
		SP:Iteration 29Q (181686.510000 sec): 3 clusters
  Score: Raw -194930.495596 + Penalty 2547.205167 = -192383.290429
  nChanged 5
		SP:Iteration 30Q (181686.680000 sec): 3 clusters
  Score: Raw -194934.118508 + Penalty 2547.205167 = -192386.913341
  nChanged 5
		SP:Iteration 31Q (181686.860000 sec): 3 clusters
  Score: Raw -194936.875027 + Penalty 2547.205167 = -192389.669859
  nChanged 1
		SP:Iteration 32Q (181687.040000 sec): 3 clusters
  Score: Raw -194937.124140 + Penalty 2547.205167 = -192389.918973
  nChanged 1
		SP:Iteration 33Q (181687.210000 sec): 3 clusters
  Score: Raw -194937.338955 + Penalty 2547.205167 = -192390.133788
  nChanged 0
		SP:Iteration 34F (181687.390000 sec): 3 clusters
  Score: Raw -194937.338955 + Penalty 2547.205167 = -192390.133788
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 94 (9066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181687.500000 sec): 2 clusters
  Score: Raw -695138.678264 + Penalty 1480.746545 = -693657.931719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181687.700000 sec): 3 clusters
  Score: Raw -690097.124102 + Penalty 2961.493090 = -687135.631012
  nChanged 3829
		SP:Iteration 1F (181687.890000 sec): 3 clusters
  Score: Raw -692361.019841 + Penalty 2961.493090 = -689399.526751
  nChanged 760
		SP:Iteration 2F (181688.080000 sec): 3 clusters
  Score: Raw -692839.317235 + Penalty 2961.493090 = -689877.824145
  nChanged 653
		SP:Iteration 3F (181688.270000 sec): 3 clusters
  Score: Raw -693238.624290 + Penalty 2961.493090 = -690277.131199
  nChanged 548
		SP:Iteration 4F (181688.460000 sec): 3 clusters
  Score: Raw -693594.102773 + Penalty 2961.493090 = -690632.609683
  nChanged 465
		SP:Iteration 5F (181688.650000 sec): 3 clusters
  Score: Raw -693898.203135 + Penalty 2961.493090 = -690936.710045
  nChanged 462
		SP:Iteration 6F (181688.840000 sec): 3 clusters
  Score: Raw -694184.872794 + Penalty 2961.493090 = -691223.379704
  nChanged 374
		SP:Iteration 7Q (181689.040000 sec): 3 clusters
  Score: Raw -694389.924388 + Penalty 2961.493090 = -691428.431298
  nChanged 323
		SP:Iteration 8Q (181689.270000 sec): 3 clusters
  Score: Raw -694568.382264 + Penalty 2961.493090 = -691606.889174
  nChanged 262
		SP:Iteration 9Q (181689.460000 sec): 3 clusters
  Score: Raw -694698.201148 + Penalty 2961.493090 = -691736.708058
  nChanged 216
		SP:Iteration 10Q (181689.660000 sec): 3 clusters
  Score: Raw -694796.177157 + Penalty 2961.493090 = -691834.684067
  nChanged 196
		SP:Iteration 11Q (181689.850000 sec): 3 clusters
  Score: Raw -694876.984735 + Penalty 2961.493090 = -691915.491645
  nChanged 162
		SP:Iteration 12Q (181689.980000 sec): 3 clusters
  Score: Raw -694940.476944 + Penalty 2961.493090 = -691978.983854
  nChanged 141
		SP:Iteration 13Q (181690.130000 sec): 3 clusters
  Score: Raw -694995.525535 + Penalty 2961.493090 = -692034.032445
  nChanged 108
		SP:Iteration 14Q (181690.340000 sec): 3 clusters
  Score: Raw -695033.297888 + Penalty 2961.493090 = -692071.804798
  nChanged 97
		SP:Iteration 15Q (181690.520000 sec): 3 clusters
  Score: Raw -695062.780536 + Penalty 2961.493090 = -692101.287446
  nChanged 83
		SP:Iteration 16Q (181690.710000 sec): 3 clusters
  Score: Raw -695092.270849 + Penalty 2961.493090 = -692130.777758
  nChanged 91
		SP:Iteration 17Q (181690.910000 sec): 3 clusters
  Score: Raw -695123.295382 + Penalty 2961.493090 = -692161.802292
  nChanged 90
		SP:Iteration 18Q (181691.110000 sec): 3 clusters
  Score: Raw -695156.533526 + Penalty 2961.493090 = -692195.040436
  nChanged 83
		SP:Iteration 19Q (181691.290000 sec): 3 clusters
  Score: Raw -695185.522252 + Penalty 2961.493090 = -692224.029162
  nChanged 86
		SP:Iteration 20F (181691.490000 sec): 3 clusters
  Score: Raw -695214.064951 + Penalty 2961.493090 = -692252.571861
  nChanged 74
		SP:Iteration 21Q (181691.680000 sec): 3 clusters
  Score: Raw -695241.249197 + Penalty 2961.493090 = -692279.756107
  nChanged 75
		SP:Iteration 22Q (181691.870000 sec): 3 clusters
  Score: Raw -695265.777069 + Penalty 2961.493090 = -692304.283979
  nChanged 60
		SP:Iteration 23Q (181692.060000 sec): 3 clusters
  Score: Raw -695281.494564 + Penalty 2961.493090 = -692320.001474
  nChanged 42
		SP:Iteration 24Q (181692.260000 sec): 3 clusters
  Score: Raw -695292.159806 + Penalty 2961.493090 = -692330.666716
  nChanged 36
		SP:Iteration 25Q (181692.450000 sec): 3 clusters
  Score: Raw -695303.085660 + Penalty 2961.493090 = -692341.592570
  nChanged 37
		SP:Iteration 26Q (181692.620000 sec): 3 clusters
  Score: Raw -695312.682810 + Penalty 2961.493090 = -692351.189720
  nChanged 35
		SP:Iteration 27Q (181692.840000 sec): 3 clusters
  Score: Raw -695324.885201 + Penalty 2961.493090 = -692363.392111
  nChanged 44
		SP:Iteration 28Q (181693.030000 sec): 3 clusters
  Score: Raw -695340.924249 + Penalty 2961.493090 = -692379.431158
  nChanged 48
		SP:Iteration 29Q (181693.220000 sec): 3 clusters
  Score: Raw -695356.577933 + Penalty 2961.493090 = -692395.084843
  nChanged 37
		SP:Iteration 30Q (181693.410000 sec): 3 clusters
  Score: Raw -695369.213743 + Penalty 2961.493090 = -692407.720653
  nChanged 48
		SP:Iteration 31Q (181693.600000 sec): 3 clusters
  Score: Raw -695382.944783 + Penalty 2961.493090 = -692421.451693
  nChanged 42
		SP:Iteration 32Q (181693.800000 sec): 3 clusters
  Score: Raw -695397.695499 + Penalty 2961.493090 = -692436.202409
  nChanged 38
		SP:Iteration 33Q (181694.010000 sec): 3 clusters
  Score: Raw -695412.160259 + Penalty 2961.493090 = -692450.667168
  nChanged 30
		SP:Iteration 34Q (181694.230000 sec): 3 clusters
  Score: Raw -695423.747841 + Penalty 2961.493090 = -692462.254751
  nChanged 32
		SP:Iteration 35Q (181694.430000 sec): 3 clusters
  Score: Raw -695432.309333 + Penalty 2961.493090 = -692470.816243
  nChanged 24
		SP:Iteration 36Q (181694.610000 sec): 3 clusters
  Score: Raw -695438.501245 + Penalty 2961.493090 = -692477.008155
  nChanged 22
		SP:Iteration 37Q (181694.800000 sec): 3 clusters
  Score: Raw -695447.062359 + Penalty 2961.493090 = -692485.569269
  nChanged 24
		SP:Iteration 38Q (181694.930000 sec): 3 clusters
  Score: Raw -695455.753561 + Penalty 2961.493090 = -692494.260471
  nChanged 28
		SP:Iteration 39Q (181695.060000 sec): 3 clusters
  Score: Raw -695467.381291 + Penalty 2961.493090 = -692505.888201
  nChanged 35
		SP:Iteration 40F (181695.200000 sec): 3 clusters
  Score: Raw -695481.661738 + Penalty 2961.493090 = -692520.168648
  nChanged 34
		SP:Iteration 41Q (181695.420000 sec): 3 clusters
  Score: Raw -695494.676395 + Penalty 2961.493090 = -692533.183304
  nChanged 32
		SP:Iteration 42Q (181695.610000 sec): 3 clusters
  Score: Raw -695505.937980 + Penalty 2961.493090 = -692544.444890
  nChanged 31
		SP:Iteration 43Q (181695.790000 sec): 3 clusters
  Score: Raw -695516.191233 + Penalty 2961.493090 = -692554.698143
  nChanged 18
		SP:Iteration 44Q (181695.920000 sec): 3 clusters
  Score: Raw -695523.707574 + Penalty 2961.493090 = -692562.214484
  nChanged 24
		SP:Iteration 45Q (181696.050000 sec): 3 clusters
  Score: Raw -695532.722116 + Penalty 2961.493090 = -692571.229026
  nChanged 23
		SP:Iteration 46Q (181696.260000 sec): 3 clusters
  Score: Raw -695541.476401 + Penalty 2961.493090 = -692579.983310
  nChanged 24
		SP:Iteration 47Q (181696.450000 sec): 3 clusters
  Score: Raw -695547.695611 + Penalty 2961.493090 = -692586.202521
  nChanged 17
		SP:Iteration 48Q (181696.650000 sec): 3 clusters
  Score: Raw -695552.686884 + Penalty 2961.493090 = -692591.193794
  nChanged 15
		SP:Iteration 49Q (181696.830000 sec): 3 clusters
  Score: Raw -695557.654329 + Penalty 2961.493090 = -692596.161239
  nChanged 8
		SP:Iteration 50Q (181697.020000 sec): 3 clusters
  Score: Raw -695559.226128 + Penalty 2961.493090 = -692597.733037
  nChanged 5
		SP:Iteration 51Q (181697.220000 sec): 3 clusters
  Score: Raw -695560.906958 + Penalty 2961.493090 = -692599.413868
  nChanged 6
		SP:Iteration 52Q (181697.360000 sec): 3 clusters
  Score: Raw -695563.877289 + Penalty 2961.493090 = -692602.384199
  nChanged 9
		SP:Iteration 53Q (181697.470000 sec): 3 clusters
  Score: Raw -695567.536681 + Penalty 2961.493090 = -692606.043591
  nChanged 10
		SP:Iteration 54Q (181697.680000 sec): 3 clusters
  Score: Raw -695569.504440 + Penalty 2961.493090 = -692608.011350
  nChanged 9
		SP:Iteration 55Q (181697.840000 sec): 3 clusters
  Score: Raw -695571.479038 + Penalty 2961.493090 = -692609.985947
  nChanged 6
		SP:Iteration 56Q (181697.980000 sec): 3 clusters
  Score: Raw -695574.066713 + Penalty 2961.493090 = -692612.573622
  nChanged 7
		SP:Iteration 57Q (181698.100000 sec): 3 clusters
  Score: Raw -695576.771415 + Penalty 2961.493090 = -692615.278324
  nChanged 8
		SP:Iteration 58Q (181698.300000 sec): 3 clusters
  Score: Raw -695579.806142 + Penalty 2961.493090 = -692618.313052
  nChanged 5
		SP:Iteration 59Q (181698.490000 sec): 3 clusters
  Score: Raw -695583.059948 + Penalty 2961.493090 = -692621.566858
  nChanged 13
		SP:Iteration 60F (181698.670000 sec): 3 clusters
  Score: Raw -695588.007569 + Penalty 2961.493090 = -692626.514479
  nChanged 10
		SP:Iteration 61Q (181698.870000 sec): 3 clusters
  Score: Raw -695592.414294 + Penalty 2961.493090 = -692630.921204
  nChanged 13
		SP:Iteration 62Q (181699.060000 sec): 3 clusters
  Score: Raw -695597.659005 + Penalty 2961.493090 = -692636.165915
  nChanged 12
		SP:Iteration 63Q (181699.250000 sec): 3 clusters
  Score: Raw -695601.497316 + Penalty 2961.493090 = -692640.004226
  nChanged 5
		SP:Iteration 64Q (181699.440000 sec): 3 clusters
  Score: Raw -695603.643020 + Penalty 2961.493090 = -692642.149929
  nChanged 8
		SP:Iteration 65Q (181699.630000 sec): 3 clusters
  Score: Raw -695605.848084 + Penalty 2961.493090 = -692644.354993
  nChanged 4
		SP:Iteration 66Q (181699.820000 sec): 3 clusters
  Score: Raw -695606.518819 + Penalty 2961.493090 = -692645.025729
  nChanged 3
		SP:Iteration 67Q (181700.010000 sec): 3 clusters
  Score: Raw -695607.999386 + Penalty 2961.493090 = -692646.506296
  nChanged 7
		SP:Iteration 68Q (181700.200000 sec): 3 clusters
  Score: Raw -695610.821357 + Penalty 2961.493090 = -692649.328267
  nChanged 9
		SP:Iteration 69Q (181700.390000 sec): 3 clusters
  Score: Raw -695614.034515 + Penalty 2961.493090 = -692652.541425
  nChanged 7
		SP:Iteration 70Q (181700.580000 sec): 3 clusters
  Score: Raw -695616.599433 + Penalty 2961.493090 = -692655.106343
  nChanged 7
		SP:Iteration 71Q (181700.770000 sec): 3 clusters
  Score: Raw -695620.118952 + Penalty 2961.493090 = -692658.625862
  nChanged 13
		SP:Iteration 72Q (181700.960000 sec): 3 clusters
  Score: Raw -695624.725105 + Penalty 2961.493090 = -692663.232015
  nChanged 9
		SP:Iteration 73Q (181701.150000 sec): 3 clusters
  Score: Raw -695627.919420 + Penalty 2961.493090 = -692666.426330
  nChanged 9
		SP:Iteration 74Q (181701.350000 sec): 3 clusters
  Score: Raw -695630.661414 + Penalty 2961.493090 = -692669.168324
  nChanged 4
		SP:Iteration 75Q (181701.540000 sec): 3 clusters
  Score: Raw -695631.858195 + Penalty 2961.493090 = -692670.365105
  nChanged 2
		SP:Iteration 76Q (181701.730000 sec): 3 clusters
  Score: Raw -695632.628648 + Penalty 2961.493090 = -692671.135557
  nChanged 1
		SP:Iteration 77Q (181701.920000 sec): 3 clusters
  Score: Raw -695632.868503 + Penalty 2961.493090 = -692671.375413
  nChanged 0
		SP:Iteration 78F (181702.110000 sec): 3 clusters
  Score: Raw -695632.868503 + Penalty 2961.493090 = -692671.375413
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 95 (5355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181702.230000 sec): 2 clusters
  Score: Raw -453912.882141 + Penalty 1395.190222 = -452517.691918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181702.410000 sec): 3 clusters
  Score: Raw -451212.834026 + Penalty 2790.380444 = -448422.453581
  nChanged 2181
		SP:Iteration 1F (181702.580000 sec): 3 clusters
  Score: Raw -452594.063627 + Penalty 2790.380444 = -449803.683183
  nChanged 488
		SP:Iteration 2F (181702.750000 sec): 3 clusters
  Score: Raw -452947.915197 + Penalty 2790.380444 = -450157.534753
  nChanged 372
		SP:Iteration 3F (181702.930000 sec): 3 clusters
  Score: Raw -453202.403851 + Penalty 2790.380444 = -450412.023407
  nChanged 301
		SP:Iteration 4F (181703.100000 sec): 3 clusters
  Score: Raw -453412.175017 + Penalty 2790.380444 = -450621.794572
  nChanged 276
		SP:Iteration 5F (181703.270000 sec): 3 clusters
  Score: Raw -453595.463186 + Penalty 2790.380444 = -450805.082741
  nChanged 212
		SP:Iteration 6Q (181703.450000 sec): 3 clusters
  Score: Raw -453714.558229 + Penalty 2790.380444 = -450924.177785
  nChanged 170
		SP:Iteration 7Q (181703.620000 sec): 3 clusters
  Score: Raw -453787.692576 + Penalty 2790.380444 = -450997.312131
  nChanged 113
		SP:Iteration 8Q (181703.790000 sec): 3 clusters
  Score: Raw -453839.573002 + Penalty 2790.380444 = -451049.192558
  nChanged 102
		SP:Iteration 9Q (181703.970000 sec): 3 clusters
  Score: Raw -453878.282951 + Penalty 2790.380444 = -451087.902507
  nChanged 92
		SP:Iteration 10Q (181704.140000 sec): 3 clusters
  Score: Raw -453917.885397 + Penalty 2790.380444 = -451127.504952
  nChanged 83
		SP:Iteration 11Q (181704.310000 sec): 3 clusters
  Score: Raw -453948.651321 + Penalty 2790.380444 = -451158.270877
  nChanged 79
		SP:Iteration 12Q (181704.490000 sec): 3 clusters
  Score: Raw -453983.037425 + Penalty 2790.380444 = -451192.656981
  nChanged 65
		SP:Iteration 13Q (181704.660000 sec): 3 clusters
  Score: Raw -454014.958013 + Penalty 2790.380444 = -451224.577569
  nChanged 64
		SP:Iteration 14Q (181704.830000 sec): 3 clusters
  Score: Raw -454043.046609 + Penalty 2790.380444 = -451252.666165
  nChanged 57
		SP:Iteration 15Q (181705.010000 sec): 3 clusters
  Score: Raw -454061.962784 + Penalty 2790.380444 = -451271.582340
  nChanged 57
		SP:Iteration 16Q (181705.180000 sec): 3 clusters
  Score: Raw -454081.905641 + Penalty 2790.380444 = -451291.525196
  nChanged 47
		SP:Iteration 17Q (181705.350000 sec): 3 clusters
  Score: Raw -454096.364392 + Penalty 2790.380444 = -451305.983947
  nChanged 44
		SP:Iteration 18Q (181705.530000 sec): 3 clusters
  Score: Raw -454112.230017 + Penalty 2790.380444 = -451321.849572
  nChanged 41
		SP:Iteration 19Q (181705.700000 sec): 3 clusters
  Score: Raw -454128.957564 + Penalty 2790.380444 = -451338.577120
  nChanged 46
		SP:Iteration 20F (181705.880000 sec): 3 clusters
  Score: Raw -454146.304530 + Penalty 2790.380444 = -451355.924086
  nChanged 49
		SP:Iteration 21Q (181706.050000 sec): 3 clusters
  Score: Raw -454160.640898 + Penalty 2790.380444 = -451370.260453
  nChanged 43
		SP:Iteration 22Q (181706.220000 sec): 3 clusters
  Score: Raw -454174.113921 + Penalty 2790.380444 = -451383.733476
  nChanged 41
		SP:Iteration 23Q (181706.400000 sec): 3 clusters
  Score: Raw -454185.698069 + Penalty 2790.380444 = -451395.317625
  nChanged 29
		SP:Iteration 24Q (181706.570000 sec): 3 clusters
  Score: Raw -454193.531564 + Penalty 2790.380444 = -451403.151120
  nChanged 27
		SP:Iteration 25Q (181706.740000 sec): 3 clusters
  Score: Raw -454201.544309 + Penalty 2790.380444 = -451411.163865
  nChanged 32
		SP:Iteration 26Q (181706.920000 sec): 3 clusters
  Score: Raw -454210.588465 + Penalty 2790.380444 = -451420.208020
  nChanged 32
		SP:Iteration 27Q (181707.090000 sec): 3 clusters
  Score: Raw -454219.397852 + Penalty 2790.380444 = -451429.017407
  nChanged 39
		SP:Iteration 28Q (181707.270000 sec): 3 clusters
  Score: Raw -454230.156690 + Penalty 2790.380444 = -451439.776245
  nChanged 25
		SP:Iteration 29Q (181707.440000 sec): 3 clusters
  Score: Raw -454235.924278 + Penalty 2790.380444 = -451445.543833
  nChanged 15
		SP:Iteration 30Q (181707.610000 sec): 3 clusters
  Score: Raw -454240.383111 + Penalty 2790.380444 = -451450.002666
  nChanged 23
		SP:Iteration 31Q (181707.830000 sec): 3 clusters
  Score: Raw -454246.333145 + Penalty 2790.380444 = -451455.952701
  nChanged 24
		SP:Iteration 32Q (181707.970000 sec): 3 clusters
  Score: Raw -454252.037720 + Penalty 2790.380444 = -451461.657275
  nChanged 15
		SP:Iteration 33Q (181708.140000 sec): 3 clusters
  Score: Raw -454256.479192 + Penalty 2790.380444 = -451466.098747
  nChanged 17
		SP:Iteration 34Q (181708.320000 sec): 3 clusters
  Score: Raw -454260.658389 + Penalty 2790.380444 = -451470.277944
  nChanged 15
		SP:Iteration 35Q (181708.490000 sec): 3 clusters
  Score: Raw -454264.569468 + Penalty 2790.380444 = -451474.189024
  nChanged 15
		SP:Iteration 36Q (181708.660000 sec): 3 clusters
  Score: Raw -454268.538879 + Penalty 2790.380444 = -451478.158435
  nChanged 10
		SP:Iteration 37Q (181708.840000 sec): 3 clusters
  Score: Raw -454271.515831 + Penalty 2790.380444 = -451481.135387
  nChanged 11
		SP:Iteration 38Q (181709.040000 sec): 3 clusters
  Score: Raw -454274.260484 + Penalty 2790.380444 = -451483.880039
  nChanged 12
		SP:Iteration 39Q (181709.130000 sec): 3 clusters
  Score: Raw -454277.667101 + Penalty 2790.380444 = -451487.286656
  nChanged 10
		SP:Iteration 40F (181709.320000 sec): 3 clusters
  Score: Raw -454279.568792 + Penalty 2790.380444 = -451489.188348
  nChanged 10
		SP:Iteration 41Q (181709.540000 sec): 3 clusters
  Score: Raw -454282.601207 + Penalty 2790.380444 = -451492.220762
  nChanged 11
		SP:Iteration 42Q (181709.680000 sec): 3 clusters
  Score: Raw -454286.016780 + Penalty 2790.380444 = -451495.636335
  nChanged 18
		SP:Iteration 43Q (181709.860000 sec): 3 clusters
  Score: Raw -454291.437792 + Penalty 2790.380444 = -451501.057348
  nChanged 20
		SP:Iteration 44Q (181710.030000 sec): 3 clusters
  Score: Raw -454296.745131 + Penalty 2790.380444 = -451506.364687
  nChanged 22
		SP:Iteration 45Q (181710.200000 sec): 3 clusters
  Score: Raw -454302.996639 + Penalty 2790.380444 = -451512.616195
  nChanged 20
		SP:Iteration 46Q (181710.380000 sec): 3 clusters
  Score: Raw -454307.679027 + Penalty 2790.380444 = -451517.298583
  nChanged 13
		SP:Iteration 47Q (181710.550000 sec): 3 clusters
  Score: Raw -454311.058792 + Penalty 2790.380444 = -451520.678347
  nChanged 11
		SP:Iteration 48Q (181710.750000 sec): 3 clusters
  Score: Raw -454313.215351 + Penalty 2790.380444 = -451522.834907
  nChanged 8
		SP:Iteration 49Q (181710.840000 sec): 3 clusters
  Score: Raw -454314.945554 + Penalty 2790.380444 = -451524.565110
  nChanged 9
		SP:Iteration 50Q (181711.030000 sec): 3 clusters
  Score: Raw -454317.605030 + Penalty 2790.380444 = -451527.224585
  nChanged 15
		SP:Iteration 51Q (181711.250000 sec): 3 clusters
  Score: Raw -454321.891551 + Penalty 2790.380444 = -451531.511107
  nChanged 16
		SP:Iteration 52Q (181711.400000 sec): 3 clusters
  Score: Raw -454325.983252 + Penalty 2790.380444 = -451535.602808
  nChanged 11
		SP:Iteration 53Q (181711.580000 sec): 3 clusters
  Score: Raw -454328.691515 + Penalty 2790.380444 = -451538.311070
  nChanged 13
		SP:Iteration 54Q (181711.750000 sec): 3 clusters
  Score: Raw -454332.749869 + Penalty 2790.380444 = -451542.369425
  nChanged 15
		SP:Iteration 55Q (181711.920000 sec): 3 clusters
  Score: Raw -454337.283717 + Penalty 2790.380444 = -451546.903272
  nChanged 15
		SP:Iteration 56Q (181712.100000 sec): 3 clusters
  Score: Raw -454341.486975 + Penalty 2790.380444 = -451551.106530
  nChanged 13
		SP:Iteration 57Q (181712.270000 sec): 3 clusters
  Score: Raw -454344.869581 + Penalty 2790.380444 = -451554.489137
  nChanged 11
		SP:Iteration 58Q (181712.440000 sec): 3 clusters
  Score: Raw -454347.396818 + Penalty 2790.380444 = -451557.016373
  nChanged 13
		SP:Iteration 59Q (181712.620000 sec): 3 clusters
  Score: Raw -454349.581415 + Penalty 2790.380444 = -451559.200971
  nChanged 4
		SP:Iteration 60F (181712.790000 sec): 3 clusters
  Score: Raw -454350.857199 + Penalty 2790.380444 = -451560.476755
  nChanged 7
		SP:Iteration 61Q (181712.960000 sec): 3 clusters
  Score: Raw -454352.336805 + Penalty 2790.380444 = -451561.956360
  nChanged 10
		SP:Iteration 62Q (181713.140000 sec): 3 clusters
  Score: Raw -454356.010838 + Penalty 2790.380444 = -451565.630394
  nChanged 14
		SP:Iteration 63Q (181713.310000 sec): 3 clusters
  Score: Raw -454359.174438 + Penalty 2790.380444 = -451568.793994
  nChanged 9
		SP:Iteration 64Q (181713.480000 sec): 3 clusters
  Score: Raw -454361.971945 + Penalty 2790.380444 = -451571.591501
  nChanged 10
		SP:Iteration 65Q (181713.660000 sec): 3 clusters
  Score: Raw -454366.395391 + Penalty 2790.380444 = -451576.014946
  nChanged 13
		SP:Iteration 66Q (181713.860000 sec): 3 clusters
  Score: Raw -454372.031931 + Penalty 2790.380444 = -451581.651486
  nChanged 22
		SP:Iteration 67Q (181714.060000 sec): 3 clusters
  Score: Raw -454379.592340 + Penalty 2790.380444 = -451589.211896
  nChanged 18
		SP:Iteration 68Q (181714.280000 sec): 3 clusters
  Score: Raw -454385.122068 + Penalty 2790.380444 = -451594.741624
  nChanged 15
		SP:Iteration 69Q (181714.460000 sec): 3 clusters
  Score: Raw -454389.260358 + Penalty 2790.380444 = -451598.879914
  nChanged 12
		SP:Iteration 70Q (181714.600000 sec): 3 clusters
  Score: Raw -454393.272726 + Penalty 2790.380444 = -451602.892281
  nChanged 11
		SP:Iteration 71Q (181714.780000 sec): 3 clusters
  Score: Raw -454398.039916 + Penalty 2790.380444 = -451607.659471
  nChanged 14
		SP:Iteration 72Q (181714.950000 sec): 3 clusters
  Score: Raw -454401.708628 + Penalty 2790.380444 = -451611.328184
  nChanged 11
		SP:Iteration 73Q (181715.120000 sec): 3 clusters
  Score: Raw -454405.568988 + Penalty 2790.380444 = -451615.188544
  nChanged 8
		SP:Iteration 74Q (181715.300000 sec): 3 clusters
  Score: Raw -454408.318063 + Penalty 2790.380444 = -451617.937618
  nChanged 6
		SP:Iteration 75Q (181715.470000 sec): 3 clusters
  Score: Raw -454409.901509 + Penalty 2790.380444 = -451619.521064
  nChanged 6
		SP:Iteration 76Q (181715.640000 sec): 3 clusters
  Score: Raw -454411.467347 + Penalty 2790.380444 = -451621.086902
  nChanged 3
		SP:Iteration 77Q (181715.860000 sec): 3 clusters
  Score: Raw -454412.256511 + Penalty 2790.380444 = -451621.876066
  nChanged 3
		SP:Iteration 78Q (181716.000000 sec): 3 clusters
  Score: Raw -454412.964926 + Penalty 2790.380444 = -451622.584482
  nChanged 1
		SP:Iteration 79Q (181716.150000 sec): 3 clusters
  Score: Raw -454413.058787 + Penalty 2790.380444 = -451622.678343
  nChanged 1
		SP:Iteration 80F (181716.350000 sec): 3 clusters
  Score: Raw -454413.181739 + Penalty 2790.380444 = -451622.801295
  nChanged 1
		SP:Iteration 81Q (181716.520000 sec): 3 clusters
  Score: Raw -454413.258499 + Penalty 2790.380444 = -451622.878055
  nChanged 0
		SP:Iteration 82F (181716.700000 sec): 3 clusters
  Score: Raw -454413.258499 + Penalty 2790.380444 = -451622.878055
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 96 (4505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181716.790000 sec): 2 clusters
  Score: Raw -333405.862125 + Penalty 1367.103265 = -332038.758860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181716.960000 sec): 3 clusters
  Score: Raw -331170.959689 + Penalty 2734.206530 = -328436.753158
  nChanged 1779
		SP:Iteration 1F (181717.140000 sec): 3 clusters
  Score: Raw -332389.092239 + Penalty 2734.206530 = -329654.885709
  nChanged 410
		SP:Iteration 2F (181717.320000 sec): 3 clusters
  Score: Raw -332735.147411 + Penalty 2734.206530 = -330000.940881
  nChanged 317
		SP:Iteration 3F (181717.490000 sec): 3 clusters
  Score: Raw -332973.439808 + Penalty 2734.206530 = -330239.233278
  nChanged 235
		SP:Iteration 4F (181717.670000 sec): 3 clusters
  Score: Raw -333157.770331 + Penalty 2734.206530 = -330423.563801
  nChanged 199
		SP:Iteration 5Q (181717.840000 sec): 3 clusters
  Score: Raw -333283.288245 + Penalty 2734.206530 = -330549.081714
  nChanged 168
		SP:Iteration 6Q (181718.020000 sec): 3 clusters
  Score: Raw -333381.008951 + Penalty 2734.206530 = -330646.802420
  nChanged 129
		SP:Iteration 7Q (181718.200000 sec): 3 clusters
  Score: Raw -333450.050342 + Penalty 2734.206530 = -330715.843812
  nChanged 109
		SP:Iteration 8Q (181718.370000 sec): 3 clusters
  Score: Raw -333505.233385 + Penalty 2734.206530 = -330771.026855
  nChanged 95
		SP:Iteration 9Q (181718.550000 sec): 3 clusters
  Score: Raw -333549.452739 + Penalty 2734.206530 = -330815.246209
  nChanged 76
		SP:Iteration 10Q (181718.720000 sec): 3 clusters
  Score: Raw -333574.760413 + Penalty 2734.206530 = -330840.553882
  nChanged 65
		SP:Iteration 11Q (181718.900000 sec): 3 clusters
  Score: Raw -333596.902276 + Penalty 2734.206530 = -330862.695746
  nChanged 46
		SP:Iteration 12Q (181719.070000 sec): 3 clusters
  Score: Raw -333616.167487 + Penalty 2734.206530 = -330881.960957
  nChanged 57
		SP:Iteration 13Q (181719.250000 sec): 3 clusters
  Score: Raw -333638.551663 + Penalty 2734.206530 = -330904.345133
  nChanged 52
		SP:Iteration 14Q (181719.420000 sec): 3 clusters
  Score: Raw -333659.920188 + Penalty 2734.206530 = -330925.713658
  nChanged 50
		SP:Iteration 15Q (181719.600000 sec): 3 clusters
  Score: Raw -333680.852090 + Penalty 2734.206530 = -330946.645560
  nChanged 45
		SP:Iteration 16Q (181719.780000 sec): 3 clusters
  Score: Raw -333699.806586 + Penalty 2734.206530 = -330965.600055
  nChanged 41
		SP:Iteration 17Q (181719.950000 sec): 3 clusters
  Score: Raw -333715.576265 + Penalty 2734.206530 = -330981.369735
  nChanged 33
		SP:Iteration 18Q (181720.130000 sec): 3 clusters
  Score: Raw -333726.354889 + Penalty 2734.206530 = -330992.148359
  nChanged 27
		SP:Iteration 19Q (181720.300000 sec): 3 clusters
  Score: Raw -333735.706650 + Penalty 2734.206530 = -331001.500120
  nChanged 27
		SP:Iteration 20F (181720.480000 sec): 3 clusters
  Score: Raw -333743.208159 + Penalty 2734.206530 = -331009.001629
  nChanged 20
		SP:Iteration 21Q (181720.700000 sec): 3 clusters
  Score: Raw -333749.305813 + Penalty 2734.206530 = -331015.099282
  nChanged 20
		SP:Iteration 22Q (181720.820000 sec): 3 clusters
  Score: Raw -333754.939453 + Penalty 2734.206530 = -331020.732923
  nChanged 10
		SP:Iteration 23Q (181720.980000 sec): 3 clusters
  Score: Raw -333757.776767 + Penalty 2734.206530 = -331023.570237
  nChanged 22
		SP:Iteration 24Q (181721.140000 sec): 3 clusters
  Score: Raw -333763.503275 + Penalty 2734.206530 = -331029.296745
  nChanged 15
		SP:Iteration 25Q (181721.300000 sec): 3 clusters
  Score: Raw -333768.859525 + Penalty 2734.206530 = -331034.652994
  nChanged 12
		SP:Iteration 26Q (181721.460000 sec): 3 clusters
  Score: Raw -333771.107161 + Penalty 2734.206530 = -331036.900631
  nChanged 6
		SP:Iteration 27Q (181721.620000 sec): 3 clusters
  Score: Raw -333772.993066 + Penalty 2734.206530 = -331038.786535
  nChanged 7
		SP:Iteration 28Q (181721.780000 sec): 3 clusters
  Score: Raw -333775.583146 + Penalty 2734.206530 = -331041.376616
  nChanged 7
		SP:Iteration 29Q (181721.940000 sec): 3 clusters
  Score: Raw -333776.823082 + Penalty 2734.206530 = -331042.616552
  nChanged 8
		SP:Iteration 30Q (181722.100000 sec): 3 clusters
  Score: Raw -333778.592333 + Penalty 2734.206530 = -331044.385803
  nChanged 8
		SP:Iteration 31Q (181722.300000 sec): 3 clusters
  Score: Raw -333780.407630 + Penalty 2734.206530 = -331046.201099
  nChanged 7
		SP:Iteration 32Q (181722.460000 sec): 3 clusters
  Score: Raw -333782.092990 + Penalty 2734.206530 = -331047.886460
  nChanged 4
		SP:Iteration 33Q (181722.620000 sec): 3 clusters
  Score: Raw -333782.489632 + Penalty 2734.206530 = -331048.283102
  nChanged 1
		SP:Iteration 34Q (181722.780000 sec): 3 clusters
  Score: Raw -333782.667653 + Penalty 2734.206530 = -331048.461123
  nChanged 2
		SP:Iteration 35Q (181722.940000 sec): 3 clusters
  Score: Raw -333783.054388 + Penalty 2734.206530 = -331048.847858
  nChanged 3
		SP:Iteration 36Q (181723.100000 sec): 3 clusters
  Score: Raw -333783.656866 + Penalty 2734.206530 = -331049.450336
  nChanged 5
		SP:Iteration 37Q (181723.250000 sec): 3 clusters
  Score: Raw -333784.195590 + Penalty 2734.206530 = -331049.989060
  nChanged 2
		SP:Iteration 38Q (181723.410000 sec): 3 clusters
  Score: Raw -333784.377767 + Penalty 2734.206530 = -331050.171236
  nChanged 1
		SP:Iteration 39Q (181723.570000 sec): 3 clusters
  Score: Raw -333784.708038 + Penalty 2734.206530 = -331050.501508
  nChanged 1
		SP:Iteration 40F (181723.730000 sec): 3 clusters
  Score: Raw -333784.813032 + Penalty 2734.206530 = -331050.606502
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 97 (3649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181723.820000 sec): 2 clusters
  Score: Raw -301946.378589 + Penalty 1332.858871 = -300613.519718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181723.980000 sec): 3 clusters
  Score: Raw -300167.683217 + Penalty 2665.717742 = -297501.965476
  nChanged 1423
		SP:Iteration 1F (181724.140000 sec): 3 clusters
  Score: Raw -301035.751509 + Penalty 2665.717742 = -298370.033767
  nChanged 294
		SP:Iteration 2F (181724.300000 sec): 3 clusters
  Score: Raw -301257.052737 + Penalty 2665.717742 = -298591.334995
  nChanged 224
		SP:Iteration 3F (181724.460000 sec): 3 clusters
  Score: Raw -301413.499131 + Penalty 2665.717742 = -298747.781389
  nChanged 170
		SP:Iteration 4Q (181724.620000 sec): 3 clusters
  Score: Raw -301516.213555 + Penalty 2665.717742 = -298850.495813
  nChanged 133
		SP:Iteration 5Q (181724.820000 sec): 3 clusters
  Score: Raw -301593.941640 + Penalty 2665.717742 = -298928.223898
  nChanged 108
		SP:Iteration 6Q (181724.960000 sec): 3 clusters
  Score: Raw -301655.727229 + Penalty 2665.717742 = -298990.009487
  nChanged 95
		SP:Iteration 7Q (181725.120000 sec): 3 clusters
  Score: Raw -301705.419635 + Penalty 2665.717742 = -299039.701894
  nChanged 87
		SP:Iteration 8Q (181725.290000 sec): 3 clusters
  Score: Raw -301749.268446 + Penalty 2665.717742 = -299083.550704
  nChanged 82
		SP:Iteration 9Q (181725.460000 sec): 3 clusters
  Score: Raw -301787.249808 + Penalty 2665.717742 = -299121.532067
  nChanged 55
		SP:Iteration 10Q (181725.640000 sec): 3 clusters
  Score: Raw -301811.615730 + Penalty 2665.717742 = -299145.897988
  nChanged 52
		SP:Iteration 11Q (181725.810000 sec): 3 clusters
  Score: Raw -301834.715629 + Penalty 2665.717742 = -299168.997887
  nChanged 40
		SP:Iteration 12Q (181725.990000 sec): 3 clusters
  Score: Raw -301857.052276 + Penalty 2665.717742 = -299191.334534
  nChanged 40
		SP:Iteration 13Q (181726.170000 sec): 3 clusters
  Score: Raw -301874.161242 + Penalty 2665.717742 = -299208.443500
  nChanged 30
		SP:Iteration 14Q (181726.340000 sec): 3 clusters
  Score: Raw -301884.139690 + Penalty 2665.717742 = -299218.421949
  nChanged 28
		SP:Iteration 15Q (181726.520000 sec): 3 clusters
  Score: Raw -301894.402585 + Penalty 2665.717742 = -299228.684843
  nChanged 25
		SP:Iteration 16Q (181726.690000 sec): 3 clusters
  Score: Raw -301906.470879 + Penalty 2665.717742 = -299240.753137
  nChanged 33
		SP:Iteration 17Q (181726.870000 sec): 3 clusters
  Score: Raw -301919.351367 + Penalty 2665.717742 = -299253.633625
  nChanged 29
		SP:Iteration 18Q (181727.050000 sec): 3 clusters
  Score: Raw -301930.265380 + Penalty 2665.717742 = -299264.547639
  nChanged 29
		SP:Iteration 19Q (181727.220000 sec): 3 clusters
  Score: Raw -301941.649896 + Penalty 2665.717742 = -299275.932154
  nChanged 26
		SP:Iteration 20F (181727.400000 sec): 3 clusters
  Score: Raw -301949.300582 + Penalty 2665.717742 = -299283.582840
  nChanged 14
		SP:Iteration 21Q (181727.570000 sec): 3 clusters
  Score: Raw -301954.675217 + Penalty 2665.717742 = -299288.957476
  nChanged 17
		SP:Iteration 22Q (181727.750000 sec): 3 clusters
  Score: Raw -301959.883342 + Penalty 2665.717742 = -299294.165600
  nChanged 9
		SP:Iteration 23Q (181727.930000 sec): 3 clusters
  Score: Raw -301962.307460 + Penalty 2665.717742 = -299296.589718
  nChanged 6
		SP:Iteration 24Q (181728.100000 sec): 3 clusters
  Score: Raw -301964.544731 + Penalty 2665.717742 = -299298.826989
  nChanged 5
		SP:Iteration 25Q (181728.280000 sec): 3 clusters
  Score: Raw -301966.343302 + Penalty 2665.717742 = -299300.625560
  nChanged 7
		SP:Iteration 26Q (181728.450000 sec): 3 clusters
  Score: Raw -301968.148380 + Penalty 2665.717742 = -299302.430638
  nChanged 4
		SP:Iteration 27Q (181728.630000 sec): 3 clusters
  Score: Raw -301969.199052 + Penalty 2665.717742 = -299303.481310
  nChanged 7
		SP:Iteration 28Q (181728.810000 sec): 3 clusters
  Score: Raw -301971.901649 + Penalty 2665.717742 = -299306.183907
  nChanged 13
		SP:Iteration 29Q (181728.980000 sec): 3 clusters
  Score: Raw -301976.633218 + Penalty 2665.717742 = -299310.915476
  nChanged 10
		SP:Iteration 30Q (181729.150000 sec): 3 clusters
  Score: Raw -301979.694975 + Penalty 2665.717742 = -299313.977234
  nChanged 9
		SP:Iteration 31Q (181729.330000 sec): 3 clusters
  Score: Raw -301983.266395 + Penalty 2665.717742 = -299317.548653
  nChanged 13
		SP:Iteration 32Q (181729.510000 sec): 3 clusters
  Score: Raw -301987.036117 + Penalty 2665.717742 = -299321.318375
  nChanged 7
		SP:Iteration 33Q (181729.690000 sec): 3 clusters
  Score: Raw -301989.464003 + Penalty 2665.717742 = -299323.746261
  nChanged 6
		SP:Iteration 34Q (181729.860000 sec): 3 clusters
  Score: Raw -301991.261134 + Penalty 2665.717742 = -299325.543392
  nChanged 6
		SP:Iteration 35Q (181730.030000 sec): 3 clusters
  Score: Raw -301993.231547 + Penalty 2665.717742 = -299327.513805
  nChanged 7
		SP:Iteration 36Q (181730.210000 sec): 3 clusters
  Score: Raw -301995.461187 + Penalty 2665.717742 = -299329.743445
  nChanged 6
		SP:Iteration 37Q (181730.390000 sec): 3 clusters
  Score: Raw -301997.355848 + Penalty 2665.717742 = -299331.638106
  nChanged 6
		SP:Iteration 38Q (181730.560000 sec): 3 clusters
  Score: Raw -301998.795544 + Penalty 2665.717742 = -299333.077803
  nChanged 3
		SP:Iteration 39Q (181730.740000 sec): 3 clusters
  Score: Raw -301999.500543 + Penalty 2665.717742 = -299333.782801
  nChanged 6
		SP:Iteration 40F (181730.910000 sec): 3 clusters
  Score: Raw -302000.535521 + Penalty 2665.717742 = -299334.817779
  nChanged 2
		SP:Iteration 41Q (181731.090000 sec): 3 clusters
  Score: Raw -302001.038230 + Penalty 2665.717742 = -299335.320489
  nChanged 2
		SP:Iteration 42Q (181731.260000 sec): 3 clusters
  Score: Raw -302001.554069 + Penalty 2665.717742 = -299335.836327
  nChanged 1
		SP:Iteration 43Q (181731.440000 sec): 3 clusters
  Score: Raw -302001.842975 + Penalty 2665.717742 = -299336.125233
  nChanged 1
		SP:Iteration 44Q (181731.610000 sec): 3 clusters
  Score: Raw -302001.998949 + Penalty 2665.717742 = -299336.281207
  nChanged 1
		SP:Iteration 45Q (181731.790000 sec): 3 clusters
  Score: Raw -302002.239744 + Penalty 2665.717742 = -299336.522002
  nChanged 3
		SP:Iteration 46Q (181731.970000 sec): 3 clusters
  Score: Raw -302003.012320 + Penalty 2665.717742 = -299337.294578
  nChanged 6
		SP:Iteration 47Q (181732.140000 sec): 3 clusters
  Score: Raw -302004.463240 + Penalty 2665.717742 = -299338.745498
  nChanged 4
		SP:Iteration 48Q (181732.320000 sec): 3 clusters
  Score: Raw -302005.355084 + Penalty 2665.717742 = -299339.637342
  nChanged 4
		SP:Iteration 49Q (181732.490000 sec): 3 clusters
  Score: Raw -302006.779514 + Penalty 2665.717742 = -299341.061772
  nChanged 4
		SP:Iteration 50Q (181732.670000 sec): 3 clusters
  Score: Raw -302007.717317 + Penalty 2665.717742 = -299341.999576
  nChanged 0
		SP:Iteration 51F (181732.850000 sec): 3 clusters
  Score: Raw -302007.717317 + Penalty 2665.717742 = -299341.999576
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 98 (4817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181732.940000 sec): 2 clusters
  Score: Raw -463958.662287 + Penalty 1377.984824 = -462580.677463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181733.110000 sec): 3 clusters
  Score: Raw -461453.678925 + Penalty 2755.969647 = -458697.709278
  nChanged 1923
		SP:Iteration 1F (181733.290000 sec): 3 clusters
  Score: Raw -462582.628671 + Penalty 2755.969647 = -459826.659024
  nChanged 364
		SP:Iteration 2F (181733.470000 sec): 3 clusters
  Score: Raw -462780.423629 + Penalty 2755.969647 = -460024.453982
  nChanged 263
		SP:Iteration 3F (181733.640000 sec): 3 clusters
  Score: Raw -462910.237736 + Penalty 2755.969647 = -460154.268089
  nChanged 195
		SP:Iteration 4Q (181733.800000 sec): 3 clusters
  Score: Raw -463010.666084 + Penalty 2755.969647 = -460254.696437
  nChanged 192
		SP:Iteration 5Q (181733.960000 sec): 3 clusters
  Score: Raw -463113.125831 + Penalty 2755.969647 = -460357.156184
  nChanged 163
		SP:Iteration 6Q (181734.130000 sec): 3 clusters
  Score: Raw -463200.359607 + Penalty 2755.969647 = -460444.389960
  nChanged 149
		SP:Iteration 7Q (181734.290000 sec): 3 clusters
  Score: Raw -463282.449477 + Penalty 2755.969647 = -460526.479830
  nChanged 135
		SP:Iteration 8Q (181734.450000 sec): 3 clusters
  Score: Raw -463353.739677 + Penalty 2755.969647 = -460597.770030
  nChanged 155
		SP:Iteration 9Q (181734.620000 sec): 3 clusters
  Score: Raw -463438.527548 + Penalty 2755.969647 = -460682.557901
  nChanged 136
		SP:Iteration 10Q (181734.780000 sec): 3 clusters
  Score: Raw -463516.283746 + Penalty 2755.969647 = -460760.314099
  nChanged 137
		SP:Iteration 11Q (181734.940000 sec): 3 clusters
  Score: Raw -463609.154406 + Penalty 2755.969647 = -460853.184759
  nChanged 131
		SP:Iteration 12Q (181735.110000 sec): 3 clusters
  Score: Raw -463695.066188 + Penalty 2755.969647 = -460939.096541
  nChanged 110
		SP:Iteration 13Q (181735.270000 sec): 3 clusters
  Score: Raw -463772.452113 + Penalty 2755.969647 = -461016.482466
  nChanged 112
		SP:Iteration 14Q (181735.430000 sec): 3 clusters
  Score: Raw -463855.503400 + Penalty 2755.969647 = -461099.533752
  nChanged 93
		SP:Iteration 15Q (181735.590000 sec): 3 clusters
  Score: Raw -463937.938484 + Penalty 2755.969647 = -461181.968837
  nChanged 75
		SP:Iteration 16Q (181735.750000 sec): 3 clusters
  Score: Raw -463998.500826 + Penalty 2755.969647 = -461242.531179
  nChanged 59
		SP:Iteration 17Q (181735.920000 sec): 3 clusters
  Score: Raw -464048.925282 + Penalty 2755.969647 = -461292.955635
  nChanged 41
		SP:Iteration 18Q (181736.080000 sec): 3 clusters
  Score: Raw -464084.522188 + Penalty 2755.969647 = -461328.552541
  nChanged 26
		SP:Iteration 19Q (181736.240000 sec): 3 clusters
  Score: Raw -464105.681119 + Penalty 2755.969647 = -461349.711472
  nChanged 26
		SP:Iteration 20F (181736.410000 sec): 3 clusters
  Score: Raw -464129.658786 + Penalty 2755.969647 = -461373.689139
  nChanged 28
		SP:Iteration 21Q (181736.570000 sec): 3 clusters
  Score: Raw -464151.684514 + Penalty 2755.969647 = -461395.714867
  nChanged 13
		SP:Iteration 22Q (181736.730000 sec): 3 clusters
  Score: Raw -464160.810666 + Penalty 2755.969647 = -461404.841019
  nChanged 14
		SP:Iteration 23Q (181736.890000 sec): 3 clusters
  Score: Raw -464171.514356 + Penalty 2755.969647 = -461415.544709
  nChanged 9
		SP:Iteration 24Q (181737.060000 sec): 3 clusters
  Score: Raw -464178.125843 + Penalty 2755.969647 = -461422.156196
  nChanged 3
		SP:Iteration 25Q (181737.220000 sec): 3 clusters
  Score: Raw -464181.009458 + Penalty 2755.969647 = -461425.039811
  nChanged 6
		SP:Iteration 26Q (181737.390000 sec): 3 clusters
  Score: Raw -464187.143381 + Penalty 2755.969647 = -461431.173734
  nChanged 7
		SP:Iteration 27Q (181737.550000 sec): 3 clusters
  Score: Raw -464194.396030 + Penalty 2755.969647 = -461438.426383
  nChanged 7
		SP:Iteration 28Q (181737.720000 sec): 3 clusters
  Score: Raw -464200.800743 + Penalty 2755.969647 = -461444.831096
  nChanged 8
		SP:Iteration 29Q (181737.880000 sec): 3 clusters
  Score: Raw -464206.025632 + Penalty 2755.969647 = -461450.055985
  nChanged 5
		SP:Iteration 30Q (181738.040000 sec): 3 clusters
  Score: Raw -464209.201065 + Penalty 2755.969647 = -461453.231418
  nChanged 1
		SP:Iteration 31Q (181738.120000 sec): 3 clusters
  Score: Raw -464209.614127 + Penalty 2755.969647 = -461453.644480
  nChanged 0
		SP:Iteration 32F (181738.210000 sec): 3 clusters
  Score: Raw -464209.614127 + Penalty 2755.969647 = -461453.644480
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 99 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181738.260000 sec): 2 clusters
  Score: Raw -100665.683358 + Penalty 1144.371503 = -99521.311855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181738.290000 sec): 3 clusters
  Score: Raw -100302.432852 + Penalty 2288.743006 = -98013.689846
  nChanged 349
		SP:Iteration 1F (181738.310000 sec): 3 clusters
  Score: Raw -100612.082567 + Penalty 2288.743006 = -98323.339561
  nChanged 89
		SP:Iteration 2F (181738.340000 sec): 3 clusters
  Score: Raw -100695.638537 + Penalty 2288.743006 = -98406.895531
  nChanged 45
		SP:Iteration 3Q (181738.360000 sec): 3 clusters
  Score: Raw -100729.504597 + Penalty 2288.743006 = -98440.761591
  nChanged 27
		SP:Iteration 4Q (181738.390000 sec): 3 clusters
  Score: Raw -100747.629890 + Penalty 2288.743006 = -98458.886884
  nChanged 13
		SP:Iteration 5Q (181738.420000 sec): 3 clusters
  Score: Raw -100759.512810 + Penalty 2288.743006 = -98470.769804
  nChanged 11
		SP:Iteration 6Q (181738.440000 sec): 3 clusters
  Score: Raw -100773.131482 + Penalty 2288.743006 = -98484.388476
  nChanged 15
		SP:Iteration 7Q (181738.470000 sec): 3 clusters
  Score: Raw -100785.220624 + Penalty 2288.743006 = -98496.477618
  nChanged 12
		SP:Iteration 8Q (181738.490000 sec): 3 clusters
  Score: Raw -100791.277057 + Penalty 2288.743006 = -98502.534051
  nChanged 10
		SP:Iteration 9Q (181738.520000 sec): 3 clusters
  Score: Raw -100796.154797 + Penalty 2288.743006 = -98507.411791
  nChanged 7
		SP:Iteration 10Q (181738.540000 sec): 3 clusters
  Score: Raw -100801.959276 + Penalty 2288.743006 = -98513.216270
  nChanged 9
		SP:Iteration 11Q (181738.570000 sec): 3 clusters
  Score: Raw -100808.243362 + Penalty 2288.743006 = -98519.500356
  nChanged 4
		SP:Iteration 12Q (181738.590000 sec): 3 clusters
  Score: Raw -100811.539881 + Penalty 2288.743006 = -98522.796875
  nChanged 4
		SP:Iteration 13Q (181738.620000 sec): 3 clusters
  Score: Raw -100814.341070 + Penalty 2288.743006 = -98525.598064
  nChanged 4
		SP:Iteration 14Q (181738.640000 sec): 3 clusters
  Score: Raw -100818.609816 + Penalty 2288.743006 = -98529.866810
  nChanged 6
		SP:Iteration 15Q (181738.670000 sec): 3 clusters
  Score: Raw -100823.292705 + Penalty 2288.743006 = -98534.549699
  nChanged 3
		SP:Iteration 16Q (181738.690000 sec): 3 clusters
  Score: Raw -100824.378804 + Penalty 2288.743006 = -98535.635798
  nChanged 1
		SP:Iteration 17Q (181738.720000 sec): 3 clusters
  Score: Raw -100825.303262 + Penalty 2288.743006 = -98536.560256
  nChanged 1
		SP:Iteration 18Q (181738.740000 sec): 3 clusters
  Score: Raw -100825.604021 + Penalty 2288.743006 = -98536.861015
  nChanged 0
		SP:Iteration 19F (181738.770000 sec): 3 clusters
  Score: Raw -100825.604021 + Penalty 2288.743006 = -98536.861015
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 100 (6215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181738.900000 sec): 2 clusters
  Score: Raw -531622.001276 + Penalty 1419.392163 = -530202.609113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181739.100000 sec): 3 clusters
  Score: Raw -528331.007261 + Penalty 2838.784326 = -525492.222935
  nChanged 2596
		SP:Iteration 1F (181739.290000 sec): 3 clusters
  Score: Raw -529954.433390 + Penalty 2838.784326 = -527115.649064
  nChanged 521
		SP:Iteration 2F (181739.480000 sec): 3 clusters
  Score: Raw -530314.868642 + Penalty 2838.784326 = -527476.084316
  nChanged 424
		SP:Iteration 3F (181739.690000 sec): 3 clusters
  Score: Raw -530611.160557 + Penalty 2838.784326 = -527772.376231
  nChanged 351
		SP:Iteration 4F (181739.900000 sec): 3 clusters
  Score: Raw -530849.058900 + Penalty 2838.784326 = -528010.274574
  nChanged 317
		SP:Iteration 5F (181740.110000 sec): 3 clusters
  Score: Raw -531048.993236 + Penalty 2838.784326 = -528210.208910
  nChanged 266
		SP:Iteration 6Q (181740.320000 sec): 3 clusters
  Score: Raw -531189.497801 + Penalty 2838.784326 = -528350.713475
  nChanged 188
		SP:Iteration 7Q (181740.530000 sec): 3 clusters
  Score: Raw -531287.206002 + Penalty 2838.784326 = -528448.421675
  nChanged 175
		SP:Iteration 8Q (181740.740000 sec): 3 clusters
  Score: Raw -531371.997740 + Penalty 2838.784326 = -528533.213414
  nChanged 166
		SP:Iteration 9Q (181740.950000 sec): 3 clusters
  Score: Raw -531454.136333 + Penalty 2838.784326 = -528615.352007
  nChanged 147
		SP:Iteration 10Q (181741.160000 sec): 3 clusters
  Score: Raw -531522.352367 + Penalty 2838.784326 = -528683.568040
  nChanged 132
		SP:Iteration 11Q (181741.370000 sec): 3 clusters
  Score: Raw -531588.301444 + Penalty 2838.784326 = -528749.517118
  nChanged 130
		SP:Iteration 12Q (181741.580000 sec): 3 clusters
  Score: Raw -531653.106263 + Penalty 2838.784326 = -528814.321937
  nChanged 120
		SP:Iteration 13Q (181741.790000 sec): 3 clusters
  Score: Raw -531704.933225 + Penalty 2838.784326 = -528866.148898
  nChanged 112
		SP:Iteration 14Q (181742.000000 sec): 3 clusters
  Score: Raw -531749.993831 + Penalty 2838.784326 = -528911.209505
  nChanged 103
		SP:Iteration 15Q (181742.210000 sec): 3 clusters
  Score: Raw -531788.579134 + Penalty 2838.784326 = -528949.794808
  nChanged 92
		SP:Iteration 16Q (181742.420000 sec): 3 clusters
  Score: Raw -531830.681935 + Penalty 2838.784326 = -528991.897609
  nChanged 101
		SP:Iteration 17Q (181742.620000 sec): 3 clusters
  Score: Raw -531871.536597 + Penalty 2838.784326 = -529032.752271
  nChanged 82
		SP:Iteration 18Q (181742.840000 sec): 3 clusters
  Score: Raw -531911.286932 + Penalty 2838.784326 = -529072.502606
  nChanged 100
		SP:Iteration 19Q (181743.030000 sec): 3 clusters
  Score: Raw -531966.779106 + Penalty 2838.784326 = -529127.994780
  nChanged 105
		SP:Iteration 20F (181743.220000 sec): 3 clusters
  Score: Raw -532034.906804 + Penalty 2838.784326 = -529196.122478
  nChanged 112
		SP:Iteration 21Q (181743.430000 sec): 3 clusters
  Score: Raw -532094.171927 + Penalty 2838.784326 = -529255.387601
  nChanged 91
		SP:Iteration 22Q (181743.660000 sec): 3 clusters
  Score: Raw -532136.309818 + Penalty 2838.784326 = -529297.525491
  nChanged 75
		SP:Iteration 23Q (181743.770000 sec): 3 clusters
  Score: Raw -532168.407609 + Penalty 2838.784326 = -529329.623283
  nChanged 66
		SP:Iteration 24Q (181743.870000 sec): 3 clusters
  Score: Raw -532192.270380 + Penalty 2838.784326 = -529353.486054
  nChanged 55
		SP:Iteration 25Q (181744.080000 sec): 3 clusters
  Score: Raw -532212.460345 + Penalty 2838.784326 = -529373.676019
  nChanged 56
		SP:Iteration 26Q (181744.300000 sec): 3 clusters
  Score: Raw -532237.269103 + Penalty 2838.784326 = -529398.484777
  nChanged 56
		SP:Iteration 27Q (181744.490000 sec): 3 clusters
  Score: Raw -532256.841275 + Penalty 2838.784326 = -529418.056948
  nChanged 50
		SP:Iteration 28Q (181744.680000 sec): 3 clusters
  Score: Raw -532273.609307 + Penalty 2838.784326 = -529434.824981
  nChanged 41
		SP:Iteration 29Q (181744.890000 sec): 3 clusters
  Score: Raw -532286.496715 + Penalty 2838.784326 = -529447.712389
  nChanged 36
		SP:Iteration 30Q (181745.050000 sec): 3 clusters
  Score: Raw -532297.577104 + Penalty 2838.784326 = -529458.792778
  nChanged 36
		SP:Iteration 31Q (181745.160000 sec): 3 clusters
  Score: Raw -532306.525972 + Penalty 2838.784326 = -529467.741645
  nChanged 23
		SP:Iteration 32Q (181745.260000 sec): 3 clusters
  Score: Raw -532311.297000 + Penalty 2838.784326 = -529472.512674
  nChanged 13
		SP:Iteration 33Q (181745.370000 sec): 3 clusters
  Score: Raw -532313.437711 + Penalty 2838.784326 = -529474.653384
  nChanged 10
		SP:Iteration 34Q (181745.470000 sec): 3 clusters
  Score: Raw -532315.543705 + Penalty 2838.784326 = -529476.759378
  nChanged 9
		SP:Iteration 35Q (181745.580000 sec): 3 clusters
  Score: Raw -532316.884769 + Penalty 2838.784326 = -529478.100443
  nChanged 10
		SP:Iteration 36Q (181745.680000 sec): 3 clusters
  Score: Raw -532318.961855 + Penalty 2838.784326 = -529480.177529
  nChanged 12
		SP:Iteration 37Q (181745.790000 sec): 3 clusters
  Score: Raw -532322.017412 + Penalty 2838.784326 = -529483.233086
  nChanged 11
		SP:Iteration 38Q (181745.890000 sec): 3 clusters
  Score: Raw -532325.521573 + Penalty 2838.784326 = -529486.737247
  nChanged 7
		SP:Iteration 39Q (181745.990000 sec): 3 clusters
  Score: Raw -532326.919303 + Penalty 2838.784326 = -529488.134977
  nChanged 5
		SP:Iteration 40F (181746.210000 sec): 3 clusters
  Score: Raw -532327.643690 + Penalty 2838.784326 = -529488.859364
  nChanged 4
		SP:Iteration 41Q (181746.420000 sec): 3 clusters
  Score: Raw -532328.377130 + Penalty 2838.784326 = -529489.592803
  nChanged 2
		SP:Iteration 42Q (181746.630000 sec): 3 clusters
  Score: Raw -532328.558346 + Penalty 2838.784326 = -529489.774019
  nChanged 4
		SP:Iteration 43Q (181746.840000 sec): 3 clusters
  Score: Raw -532329.256207 + Penalty 2838.784326 = -529490.471881
  nChanged 7
		SP:Iteration 44Q (181747.050000 sec): 3 clusters
  Score: Raw -532330.763340 + Penalty 2838.784326 = -529491.979014
  nChanged 4
		SP:Iteration 45Q (181747.260000 sec): 3 clusters
  Score: Raw -532331.667980 + Penalty 2838.784326 = -529492.883653
  nChanged 9
		SP:Iteration 46Q (181747.470000 sec): 3 clusters
  Score: Raw -532333.636468 + Penalty 2838.784326 = -529494.852142
  nChanged 8
		SP:Iteration 47Q (181747.680000 sec): 3 clusters
  Score: Raw -532335.216538 + Penalty 2838.784326 = -529496.432212
  nChanged 7
		SP:Iteration 48Q (181747.860000 sec): 3 clusters
  Score: Raw -532336.516421 + Penalty 2838.784326 = -529497.732095
  nChanged 2
		SP:Iteration 49Q (181747.970000 sec): 3 clusters
  Score: Raw -532337.074379 + Penalty 2838.784326 = -529498.290053
  nChanged 3
		SP:Iteration 50Q (181748.070000 sec): 3 clusters
  Score: Raw -532337.914421 + Penalty 2838.784326 = -529499.130095
  nChanged 2
		SP:Iteration 51Q (181748.180000 sec): 3 clusters
  Score: Raw -532338.088369 + Penalty 2838.784326 = -529499.304043
  nChanged 0
		SP:Iteration 52F (181748.280000 sec): 3 clusters
  Score: Raw -532338.088369 + Penalty 2838.784326 = -529499.304043
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 101 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181748.340000 sec): 2 clusters
  Score: Raw -134279.230268 + Penalty 1174.613123 = -133104.617145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181748.370000 sec): 3 clusters
  Score: Raw -133748.295778 + Penalty 2349.226247 = -131399.069532
  nChanged 410
		SP:Iteration 1F (181748.410000 sec): 3 clusters
  Score: Raw -134073.028620 + Penalty 2349.226247 = -131723.802373
  nChanged 119
		SP:Iteration 2F (181748.440000 sec): 3 clusters
  Score: Raw -134190.250974 + Penalty 2349.226247 = -131841.024727
  nChanged 81
		SP:Iteration 3F (181748.470000 sec): 3 clusters
  Score: Raw -134268.154671 + Penalty 2349.226247 = -131918.928424
  nChanged 64
		SP:Iteration 4Q (181748.500000 sec): 3 clusters
  Score: Raw -134320.018649 + Penalty 2349.226247 = -131970.792402
  nChanged 53
		SP:Iteration 5Q (181748.530000 sec): 3 clusters
  Score: Raw -134358.319744 + Penalty 2349.226247 = -132009.093498
  nChanged 36
		SP:Iteration 6Q (181748.570000 sec): 3 clusters
  Score: Raw -134389.636263 + Penalty 2349.226247 = -132040.410016
  nChanged 28
		SP:Iteration 7Q (181748.600000 sec): 3 clusters
  Score: Raw -134411.646573 + Penalty 2349.226247 = -132062.420327
  nChanged 22
		SP:Iteration 8Q (181748.630000 sec): 3 clusters
  Score: Raw -134427.730707 + Penalty 2349.226247 = -132078.504461
  nChanged 16
		SP:Iteration 9Q (181748.660000 sec): 3 clusters
  Score: Raw -134437.350681 + Penalty 2349.226247 = -132088.124434
  nChanged 8
		SP:Iteration 10Q (181748.690000 sec): 3 clusters
  Score: Raw -134441.509882 + Penalty 2349.226247 = -132092.283635
  nChanged 4
		SP:Iteration 11Q (181748.720000 sec): 3 clusters
  Score: Raw -134443.423594 + Penalty 2349.226247 = -132094.197347
  nChanged 1
		SP:Iteration 12Q (181748.750000 sec): 3 clusters
  Score: Raw -134444.128271 + Penalty 2349.226247 = -132094.902025
  nChanged 4
		SP:Iteration 13Q (181748.790000 sec): 3 clusters
  Score: Raw -134446.420486 + Penalty 2349.226247 = -132097.194240
  nChanged 0
		SP:Iteration 14F (181748.820000 sec): 3 clusters
  Score: Raw -134446.420486 + Penalty 2349.226247 = -132097.194240
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 102 (1798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181748.870000 sec): 2 clusters
  Score: Raw -143260.825986 + Penalty 1217.844910 = -142042.981077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181748.910000 sec): 3 clusters
  Score: Raw -142566.488175 + Penalty 2435.689820 = -140130.798355
  nChanged 631
		SP:Iteration 1F (181748.950000 sec): 3 clusters
  Score: Raw -143025.115102 + Penalty 2435.689820 = -140589.425282
  nChanged 126
		SP:Iteration 2F (181748.990000 sec): 3 clusters
  Score: Raw -143129.286809 + Penalty 2435.689820 = -140693.596989
  nChanged 87
		SP:Iteration 3Q (181749.030000 sec): 3 clusters
  Score: Raw -143208.407250 + Penalty 2435.689820 = -140772.717430
  nChanged 60
		SP:Iteration 4Q (181749.070000 sec): 3 clusters
  Score: Raw -143263.484896 + Penalty 2435.689820 = -140827.795077
  nChanged 49
		SP:Iteration 5Q (181749.110000 sec): 3 clusters
  Score: Raw -143299.036846 + Penalty 2435.689820 = -140863.347026
  nChanged 41
		SP:Iteration 6Q (181749.150000 sec): 3 clusters
  Score: Raw -143342.075296 + Penalty 2435.689820 = -140906.385476
  nChanged 50
		SP:Iteration 7Q (181749.190000 sec): 3 clusters
  Score: Raw -143398.436076 + Penalty 2435.689820 = -140962.746257
  nChanged 52
		SP:Iteration 8Q (181749.230000 sec): 3 clusters
  Score: Raw -143450.420122 + Penalty 2435.689820 = -141014.730302
  nChanged 36
		SP:Iteration 9Q (181749.270000 sec): 3 clusters
  Score: Raw -143486.459194 + Penalty 2435.689820 = -141050.769375
  nChanged 40
		SP:Iteration 10Q (181749.310000 sec): 3 clusters
  Score: Raw -143510.372972 + Penalty 2435.689820 = -141074.683153
  nChanged 27
		SP:Iteration 11Q (181749.340000 sec): 3 clusters
  Score: Raw -143527.898961 + Penalty 2435.689820 = -141092.209141
  nChanged 17
		SP:Iteration 12Q (181749.370000 sec): 3 clusters
  Score: Raw -143542.830491 + Penalty 2435.689820 = -141107.140672
  nChanged 23
		SP:Iteration 13Q (181749.410000 sec): 3 clusters
  Score: Raw -143560.514046 + Penalty 2435.689820 = -141124.824226
  nChanged 24
		SP:Iteration 14Q (181749.440000 sec): 3 clusters
  Score: Raw -143578.371790 + Penalty 2435.689820 = -141142.681970
  nChanged 18
		SP:Iteration 15Q (181749.590000 sec): 3 clusters
  Score: Raw -143594.311170 + Penalty 2435.689820 = -141158.621350
  nChanged 14
		SP:Iteration 16Q (181749.770000 sec): 3 clusters
  Score: Raw -143603.128825 + Penalty 2435.689820 = -141167.439005
  nChanged 6
		SP:Iteration 17Q (181749.940000 sec): 3 clusters
  Score: Raw -143605.865094 + Penalty 2435.689820 = -141170.175274
  nChanged 4
		SP:Iteration 18Q (181750.120000 sec): 3 clusters
  Score: Raw -143606.728097 + Penalty 2435.689820 = -141171.038277
  nChanged 2
		SP:Iteration 19Q (181750.290000 sec): 3 clusters
  Score: Raw -143607.660963 + Penalty 2435.689820 = -141171.971143
  nChanged 1
		SP:Iteration 20F (181750.470000 sec): 3 clusters
  Score: Raw -143608.264828 + Penalty 2435.689820 = -141172.575008
  nChanged 3
		SP:Iteration 21Q (181750.650000 sec): 3 clusters
  Score: Raw -143609.283075 + Penalty 2435.689820 = -141173.593255
  nChanged 3
		SP:Iteration 22Q (181750.820000 sec): 3 clusters
  Score: Raw -143611.113301 + Penalty 2435.689820 = -141175.423481
  nChanged 3
		SP:Iteration 23Q (181751.000000 sec): 3 clusters
  Score: Raw -143612.833590 + Penalty 2435.689820 = -141177.143770
  nChanged 2
		SP:Iteration 24Q (181751.170000 sec): 3 clusters
  Score: Raw -143614.010723 + Penalty 2435.689820 = -141178.320904
  nChanged 2
		SP:Iteration 25Q (181751.350000 sec): 3 clusters
  Score: Raw -143614.931220 + Penalty 2435.689820 = -141179.241400
  nChanged 3
		SP:Iteration 26Q (181751.530000 sec): 3 clusters
  Score: Raw -143617.016847 + Penalty 2435.689820 = -141181.327027
  nChanged 3
		SP:Iteration 27Q (181751.560000 sec): 3 clusters
  Score: Raw -143619.037524 + Penalty 2435.689820 = -141183.347704
  nChanged 6
		SP:Iteration 28Q (181751.600000 sec): 3 clusters
  Score: Raw -143621.981449 + Penalty 2435.689820 = -141186.291629
  nChanged 6
		SP:Iteration 29Q (181751.630000 sec): 3 clusters
  Score: Raw -143626.194472 + Penalty 2435.689820 = -141190.504652
  nChanged 9
		SP:Iteration 30Q (181751.660000 sec): 3 clusters
  Score: Raw -143632.194727 + Penalty 2435.689820 = -141196.504907
  nChanged 8
		SP:Iteration 31Q (181751.700000 sec): 3 clusters
  Score: Raw -143642.528856 + Penalty 2435.689820 = -141206.839036
  nChanged 11
		SP:Iteration 32Q (181751.730000 sec): 3 clusters
  Score: Raw -143651.981202 + Penalty 2435.689820 = -141216.291382
  nChanged 19
		SP:Iteration 33Q (181751.760000 sec): 3 clusters
  Score: Raw -143668.632425 + Penalty 2435.689820 = -141232.942605
  nChanged 20
		SP:Iteration 34Q (181751.790000 sec): 3 clusters
  Score: Raw -143683.844807 + Penalty 2435.689820 = -141248.154987
  nChanged 12
		SP:Iteration 35Q (181751.830000 sec): 3 clusters
  Score: Raw -143690.933737 + Penalty 2435.689820 = -141255.243917
  nChanged 12
		SP:Iteration 36Q (181751.860000 sec): 3 clusters
  Score: Raw -143699.129633 + Penalty 2435.689820 = -141263.439813
  nChanged 9
		SP:Iteration 37Q (181751.890000 sec): 3 clusters
  Score: Raw -143706.653071 + Penalty 2435.689820 = -141270.963251
  nChanged 12
		SP:Iteration 38Q (181751.930000 sec): 3 clusters
  Score: Raw -143719.253263 + Penalty 2435.689820 = -141283.563443
  nChanged 13
		SP:Iteration 39Q (181751.960000 sec): 3 clusters
  Score: Raw -143730.922969 + Penalty 2435.689820 = -141295.233149
  nChanged 16
		SP:Iteration 40F (181752.000000 sec): 3 clusters
  Score: Raw -143743.510293 + Penalty 2435.689820 = -141307.820474
  nChanged 15
		SP:Iteration 41Q (181752.030000 sec): 3 clusters
  Score: Raw -143752.401066 + Penalty 2435.689820 = -141316.711246
  nChanged 10
		SP:Iteration 42Q (181752.070000 sec): 3 clusters
  Score: Raw -143758.882160 + Penalty 2435.689820 = -141323.192340
  nChanged 7
		SP:Iteration 43Q (181752.100000 sec): 3 clusters
  Score: Raw -143763.006813 + Penalty 2435.689820 = -141327.316993
  nChanged 3
		SP:Iteration 44Q (181752.130000 sec): 3 clusters
  Score: Raw -143764.702437 + Penalty 2435.689820 = -141329.012617
  nChanged 6
		SP:Iteration 45Q (181752.170000 sec): 3 clusters
  Score: Raw -143768.427182 + Penalty 2435.689820 = -141332.737362
  nChanged 3
		SP:Iteration 46Q (181752.200000 sec): 3 clusters
  Score: Raw -143770.181301 + Penalty 2435.689820 = -141334.491482
  nChanged 2
		SP:Iteration 47Q (181752.230000 sec): 3 clusters
  Score: Raw -143771.278056 + Penalty 2435.689820 = -141335.588236
  nChanged 4
		SP:Iteration 48Q (181752.270000 sec): 3 clusters
  Score: Raw -143772.816420 + Penalty 2435.689820 = -141337.126601
  nChanged 3
		SP:Iteration 49Q (181752.420000 sec): 3 clusters
  Score: Raw -143774.419011 + Penalty 2435.689820 = -141338.729191
  nChanged 1
		SP:Iteration 50Q (181752.600000 sec): 3 clusters
  Score: Raw -143774.711894 + Penalty 2435.689820 = -141339.022075
  nChanged 0
		SP:Iteration 51F (181752.770000 sec): 3 clusters
  Score: Raw -143774.711894 + Penalty 2435.689820 = -141339.022075
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 103 (3821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181752.880000 sec): 2 clusters
  Score: Raw -276810.150186 + Penalty 1340.343460 = -275469.806725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181753.050000 sec): 3 clusters
  Score: Raw -274903.952165 + Penalty 2680.686920 = -272223.265244
  nChanged 1527
		SP:Iteration 1F (181753.230000 sec): 3 clusters
  Score: Raw -275970.859709 + Penalty 2680.686920 = -273290.172789
  nChanged 362
		SP:Iteration 2F (181753.410000 sec): 3 clusters
  Score: Raw -276305.620117 + Penalty 2680.686920 = -273624.933197
  nChanged 301
		SP:Iteration 3F (181753.580000 sec): 3 clusters
  Score: Raw -276554.197910 + Penalty 2680.686920 = -273873.510989
  nChanged 223
		SP:Iteration 4F (181753.660000 sec): 3 clusters
  Score: Raw -276726.233470 + Penalty 2680.686920 = -274045.546549
  nChanged 162
		SP:Iteration 5Q (181753.730000 sec): 3 clusters
  Score: Raw -276841.967726 + Penalty 2680.686920 = -274161.280806
  nChanged 115
		SP:Iteration 6Q (181753.810000 sec): 3 clusters
  Score: Raw -276916.587106 + Penalty 2680.686920 = -274235.900185
  nChanged 85
		SP:Iteration 7Q (181753.890000 sec): 3 clusters
  Score: Raw -276967.816000 + Penalty 2680.686920 = -274287.129080
  nChanged 74
		SP:Iteration 8Q (181753.960000 sec): 3 clusters
  Score: Raw -277006.786946 + Penalty 2680.686920 = -274326.100026
  nChanged 56
		SP:Iteration 9Q (181754.030000 sec): 3 clusters
  Score: Raw -277034.234013 + Penalty 2680.686920 = -274353.547093
  nChanged 56
		SP:Iteration 10Q (181754.110000 sec): 3 clusters
  Score: Raw -277056.368783 + Penalty 2680.686920 = -274375.681862
  nChanged 35
		SP:Iteration 11Q (181754.190000 sec): 3 clusters
  Score: Raw -277069.307693 + Penalty 2680.686920 = -274388.620773
  nChanged 24
		SP:Iteration 12Q (181754.260000 sec): 3 clusters
  Score: Raw -277076.503364 + Penalty 2680.686920 = -274395.816444
  nChanged 17
		SP:Iteration 13Q (181754.330000 sec): 3 clusters
  Score: Raw -277080.709193 + Penalty 2680.686920 = -274400.022272
  nChanged 9
		SP:Iteration 14Q (181754.410000 sec): 3 clusters
  Score: Raw -277082.406268 + Penalty 2680.686920 = -274401.719348
  nChanged 7
		SP:Iteration 15Q (181754.480000 sec): 3 clusters
  Score: Raw -277083.819988 + Penalty 2680.686920 = -274403.133067
  nChanged 6
		SP:Iteration 16Q (181754.560000 sec): 3 clusters
  Score: Raw -277084.448757 + Penalty 2680.686920 = -274403.761836
  nChanged 1
		SP:Iteration 17Q (181754.630000 sec): 3 clusters
  Score: Raw -277084.844720 + Penalty 2680.686920 = -274404.157800
  nChanged 4
		SP:Iteration 18Q (181754.710000 sec): 3 clusters
  Score: Raw -277086.234846 + Penalty 2680.686920 = -274405.547925
  nChanged 7
		SP:Iteration 19Q (181754.780000 sec): 3 clusters
  Score: Raw -277088.035078 + Penalty 2680.686920 = -274407.348157
  nChanged 12
		SP:Iteration 20F (181754.860000 sec): 3 clusters
  Score: Raw -277090.999903 + Penalty 2680.686920 = -274410.312982
  nChanged 11
		SP:Iteration 21Q (181754.930000 sec): 3 clusters
  Score: Raw -277094.301425 + Penalty 2680.686920 = -274413.614505
  nChanged 8
		SP:Iteration 22Q (181755.010000 sec): 3 clusters
  Score: Raw -277097.016857 + Penalty 2680.686920 = -274416.329937
  nChanged 9
		SP:Iteration 23Q (181755.090000 sec): 3 clusters
  Score: Raw -277099.365714 + Penalty 2680.686920 = -274418.678793
  nChanged 7
		SP:Iteration 24Q (181755.160000 sec): 3 clusters
  Score: Raw -277100.892980 + Penalty 2680.686920 = -274420.206060
  nChanged 2
		SP:Iteration 25Q (181755.240000 sec): 3 clusters
  Score: Raw -277101.223481 + Penalty 2680.686920 = -274420.536560
  nChanged 3
		SP:Iteration 26Q (181755.320000 sec): 3 clusters
  Score: Raw -277102.345594 + Penalty 2680.686920 = -274421.658673
  nChanged 3
		SP:Iteration 27Q (181755.390000 sec): 3 clusters
  Score: Raw -277103.329068 + Penalty 2680.686920 = -274422.642148
  nChanged 3
		SP:Iteration 28Q (181755.470000 sec): 3 clusters
  Score: Raw -277104.432866 + Penalty 2680.686920 = -274423.745945
  nChanged 3
		SP:Iteration 29Q (181755.540000 sec): 3 clusters
  Score: Raw -277104.816278 + Penalty 2680.686920 = -274424.129358
  nChanged 0
		SP:Iteration 30F (181755.620000 sec): 3 clusters
  Score: Raw -277104.816278 + Penalty 2680.686920 = -274424.129358
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 104 (8742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181755.720000 sec): 2 clusters
  Score: Raw -828042.092742 + Penalty 1474.832820 = -826567.259922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181755.930000 sec): 3 clusters
  Score: Raw -823251.913542 + Penalty 2949.665640 = -820302.247902
  nChanged 3687
		SP:Iteration 1F (181756.130000 sec): 3 clusters
  Score: Raw -825206.877340 + Penalty 2949.665640 = -822257.211701
  nChanged 579
		SP:Iteration 2F (181756.320000 sec): 3 clusters
  Score: Raw -825496.461366 + Penalty 2949.665640 = -822546.795727
  nChanged 480
		SP:Iteration 3F (181756.520000 sec): 3 clusters
  Score: Raw -825721.082837 + Penalty 2949.665640 = -822771.417198
  nChanged 405
		SP:Iteration 4Q (181756.670000 sec): 3 clusters
  Score: Raw -825892.656714 + Penalty 2949.665640 = -822942.991075
  nChanged 337
		SP:Iteration 5Q (181756.860000 sec): 3 clusters
  Score: Raw -826035.300327 + Penalty 2949.665640 = -823085.634688
  nChanged 334
		SP:Iteration 6Q (181757.060000 sec): 3 clusters
  Score: Raw -826186.343446 + Penalty 2949.665640 = -823236.677806
  nChanged 326
		SP:Iteration 7Q (181757.250000 sec): 3 clusters
  Score: Raw -826328.232840 + Penalty 2949.665640 = -823378.567200
  nChanged 320
		SP:Iteration 8Q (181757.440000 sec): 3 clusters
  Score: Raw -826473.132680 + Penalty 2949.665640 = -823523.467041
  nChanged 355
		SP:Iteration 9Q (181757.630000 sec): 3 clusters
  Score: Raw -826661.297337 + Penalty 2949.665640 = -823711.631698
  nChanged 364
		SP:Iteration 10Q (181757.820000 sec): 3 clusters
  Score: Raw -826866.746316 + Penalty 2949.665640 = -823917.080677
  nChanged 356
		SP:Iteration 11Q (181758.010000 sec): 3 clusters
  Score: Raw -827075.353898 + Penalty 2949.665640 = -824125.688258
  nChanged 329
		SP:Iteration 12Q (181758.210000 sec): 3 clusters
  Score: Raw -827280.920102 + Penalty 2949.665640 = -824331.254462
  nChanged 290
		SP:Iteration 13Q (181758.400000 sec): 3 clusters
  Score: Raw -827476.172355 + Penalty 2949.665640 = -824526.506715
  nChanged 248
		SP:Iteration 14Q (181758.600000 sec): 3 clusters
  Score: Raw -827645.864750 + Penalty 2949.665640 = -824696.199110
  nChanged 217
		SP:Iteration 15Q (181758.790000 sec): 3 clusters
  Score: Raw -827788.565194 + Penalty 2949.665640 = -824838.899554
  nChanged 176
		SP:Iteration 16Q (181759.030000 sec): 3 clusters
  Score: Raw -827914.351016 + Penalty 2949.665640 = -824964.685376
  nChanged 128
		SP:Iteration 17Q (181759.230000 sec): 3 clusters
  Score: Raw -827997.576669 + Penalty 2949.665640 = -825047.911030
  nChanged 88
		SP:Iteration 18Q (181759.420000 sec): 3 clusters
  Score: Raw -828059.096786 + Penalty 2949.665640 = -825109.431147
  nChanged 61
		SP:Iteration 19Q (181759.610000 sec): 3 clusters
  Score: Raw -828102.004079 + Penalty 2949.665640 = -825152.338440
  nChanged 52
		SP:Iteration 20F (181759.810000 sec): 3 clusters
  Score: Raw -828144.110610 + Penalty 2949.665640 = -825194.444970
  nChanged 31
		SP:Iteration 21Q (181760.000000 sec): 3 clusters
  Score: Raw -828168.894127 + Penalty 2949.665640 = -825219.228487
  nChanged 16
		SP:Iteration 22Q (181760.200000 sec): 3 clusters
  Score: Raw -828183.919893 + Penalty 2949.665640 = -825234.254254
  nChanged 16
		SP:Iteration 23Q (181760.390000 sec): 3 clusters
  Score: Raw -828201.164309 + Penalty 2949.665640 = -825251.498669
  nChanged 13
		SP:Iteration 24Q (181760.580000 sec): 3 clusters
  Score: Raw -828210.915471 + Penalty 2949.665640 = -825261.249831
  nChanged 8
		SP:Iteration 25Q (181760.780000 sec): 3 clusters
  Score: Raw -828217.595411 + Penalty 2949.665640 = -825267.929772
  nChanged 9
		SP:Iteration 26Q (181760.970000 sec): 3 clusters
  Score: Raw -828223.336102 + Penalty 2949.665640 = -825273.670462
  nChanged 3
		SP:Iteration 27Q (181761.170000 sec): 3 clusters
  Score: Raw -828225.281754 + Penalty 2949.665640 = -825275.616115
  nChanged 2
		SP:Iteration 28Q (181761.360000 sec): 3 clusters
  Score: Raw -828226.915388 + Penalty 2949.665640 = -825277.249748
  nChanged 1
		SP:Iteration 29Q (181761.550000 sec): 3 clusters
  Score: Raw -828228.397089 + Penalty 2949.665640 = -825278.731449
  nChanged 2
		SP:Iteration 30Q (181761.750000 sec): 3 clusters
  Score: Raw -828230.341655 + Penalty 2949.665640 = -825280.676016
  nChanged 2
		SP:Iteration 31Q (181761.970000 sec): 3 clusters
  Score: Raw -828231.805348 + Penalty 2949.665640 = -825282.139708
  nChanged 3
		SP:Iteration 32Q (181762.180000 sec): 3 clusters
  Score: Raw -828233.613316 + Penalty 2949.665640 = -825283.947677
  nChanged 2
		SP:Iteration 33Q (181762.380000 sec): 3 clusters
  Score: Raw -828234.861050 + Penalty 2949.665640 = -825285.195411
  nChanged 1
		SP:Iteration 34Q (181762.600000 sec): 3 clusters
  Score: Raw -828235.579656 + Penalty 2949.665640 = -825285.914016
  nChanged 1
		SP:Iteration 35Q (181762.810000 sec): 3 clusters
  Score: Raw -828236.429015 + Penalty 2949.665640 = -825286.763375
  nChanged 2
		SP:Iteration 36Q (181762.990000 sec): 3 clusters
  Score: Raw -828237.650287 + Penalty 2949.665640 = -825287.984647
  nChanged 1
		SP:Iteration 37Q (181763.170000 sec): 3 clusters
  Score: Raw -828238.532334 + Penalty 2949.665640 = -825288.866694
  nChanged 1
		SP:Iteration 38Q (181763.350000 sec): 3 clusters
  Score: Raw -828239.457788 + Penalty 2949.665640 = -825289.792149
  nChanged 0
		SP:Iteration 39F (181763.540000 sec): 3 clusters
  Score: Raw -828239.457788 + Penalty 2949.665640 = -825289.792149
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 105 (3420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181763.630000 sec): 2 clusters
  Score: Raw -266983.077252 + Penalty 1322.326822 = -265660.750429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181763.790000 sec): 3 clusters
  Score: Raw -265350.427523 + Penalty 2644.653645 = -262705.773879
  nChanged 1305
		SP:Iteration 1F (181763.950000 sec): 3 clusters
  Score: Raw -266156.126315 + Penalty 2644.653645 = -263511.472670
  nChanged 300
		SP:Iteration 2F (181764.110000 sec): 3 clusters
  Score: Raw -266411.384737 + Penalty 2644.653645 = -263766.731092
  nChanged 244
		SP:Iteration 3F (181764.270000 sec): 3 clusters
  Score: Raw -266650.739496 + Penalty 2644.653645 = -264006.085852
  nChanged 233
		SP:Iteration 4F (181764.420000 sec): 3 clusters
  Score: Raw -266869.165365 + Penalty 2644.653645 = -264224.511720
  nChanged 184
		SP:Iteration 5F (181764.580000 sec): 3 clusters
  Score: Raw -267031.975006 + Penalty 2644.653645 = -264387.321361
  nChanged 152
		SP:Iteration 6Q (181764.740000 sec): 3 clusters
  Score: Raw -267134.285072 + Penalty 2644.653645 = -264489.631427
  nChanged 117
		SP:Iteration 7Q (181764.900000 sec): 3 clusters
  Score: Raw -267209.848031 + Penalty 2644.653645 = -264565.194386
  nChanged 96
		SP:Iteration 8Q (181765.060000 sec): 3 clusters
  Score: Raw -267274.876242 + Penalty 2644.653645 = -264630.222597
  nChanged 73
		SP:Iteration 9Q (181765.220000 sec): 3 clusters
  Score: Raw -267317.769610 + Penalty 2644.653645 = -264673.115965
  nChanged 64
		SP:Iteration 10Q (181765.390000 sec): 3 clusters
  Score: Raw -267350.580443 + Penalty 2644.653645 = -264705.926799
  nChanged 53
		SP:Iteration 11Q (181765.550000 sec): 3 clusters
  Score: Raw -267389.183720 + Penalty 2644.653645 = -264744.530076
  nChanged 57
		SP:Iteration 12Q (181765.710000 sec): 3 clusters
  Score: Raw -267430.698795 + Penalty 2644.653645 = -264786.045150
  nChanged 63
		SP:Iteration 13Q (181765.870000 sec): 3 clusters
  Score: Raw -267478.515320 + Penalty 2644.653645 = -264833.861675
  nChanged 63
		SP:Iteration 14Q (181766.040000 sec): 3 clusters
  Score: Raw -267536.096050 + Penalty 2644.653645 = -264891.442406
  nChanged 65
		SP:Iteration 15Q (181766.200000 sec): 3 clusters
  Score: Raw -267577.430246 + Penalty 2644.653645 = -264932.776602
  nChanged 49
		SP:Iteration 16Q (181766.370000 sec): 3 clusters
  Score: Raw -267606.846237 + Penalty 2644.653645 = -264962.192592
  nChanged 44
		SP:Iteration 17Q (181766.530000 sec): 3 clusters
  Score: Raw -267635.289931 + Penalty 2644.653645 = -264990.636286
  nChanged 37
		SP:Iteration 18Q (181766.690000 sec): 3 clusters
  Score: Raw -267665.502808 + Penalty 2644.653645 = -265020.849163
  nChanged 45
		SP:Iteration 19Q (181766.850000 sec): 3 clusters
  Score: Raw -267701.577297 + Penalty 2644.653645 = -265056.923652
  nChanged 44
		SP:Iteration 20F (181767.020000 sec): 3 clusters
  Score: Raw -267731.862566 + Penalty 2644.653645 = -265087.208921
  nChanged 44
		SP:Iteration 21Q (181767.180000 sec): 3 clusters
  Score: Raw -267761.608433 + Penalty 2644.653645 = -265116.954788
  nChanged 40
		SP:Iteration 22Q (181767.340000 sec): 3 clusters
  Score: Raw -267789.785811 + Penalty 2644.653645 = -265145.132166
  nChanged 28
		SP:Iteration 23Q (181767.510000 sec): 3 clusters
  Score: Raw -267802.107270 + Penalty 2644.653645 = -265157.453625
  nChanged 15
		SP:Iteration 24Q (181767.670000 sec): 3 clusters
  Score: Raw -267806.529869 + Penalty 2644.653645 = -265161.876224
  nChanged 12
		SP:Iteration 25Q (181767.830000 sec): 3 clusters
  Score: Raw -267810.563430 + Penalty 2644.653645 = -265165.909786
  nChanged 10
		SP:Iteration 26Q (181768.010000 sec): 3 clusters
  Score: Raw -267814.362443 + Penalty 2644.653645 = -265169.708799
  nChanged 9
		SP:Iteration 27Q (181768.180000 sec): 3 clusters
  Score: Raw -267816.993878 + Penalty 2644.653645 = -265172.340233
  nChanged 2
		SP:Iteration 28Q (181768.360000 sec): 3 clusters
  Score: Raw -267817.495188 + Penalty 2644.653645 = -265172.841543
  nChanged 1
		SP:Iteration 29Q (181768.530000 sec): 3 clusters
  Score: Raw -267817.627557 + Penalty 2644.653645 = -265172.973912
  nChanged 0
		SP:Iteration 30F (181768.710000 sec): 3 clusters
  Score: Raw -267817.627557 + Penalty 2644.653645 = -265172.973912
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 106 (6068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181768.830000 sec): 2 clusters
  Score: Raw -494259.114207 + Penalty 1415.502455 = -492843.611752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181769.030000 sec): 3 clusters
  Score: Raw -491078.080531 + Penalty 2831.004911 = -488247.075621
  nChanged 2478
		SP:Iteration 1F (181769.200000 sec): 3 clusters
  Score: Raw -492792.082962 + Penalty 2831.004911 = -489961.078051
  nChanged 570
		SP:Iteration 2F (181769.370000 sec): 3 clusters
  Score: Raw -493289.964816 + Penalty 2831.004911 = -490458.959905
  nChanged 456
		SP:Iteration 3F (181769.540000 sec): 3 clusters
  Score: Raw -493609.494224 + Penalty 2831.004911 = -490778.489313
  nChanged 336
		SP:Iteration 4F (181769.710000 sec): 3 clusters
  Score: Raw -493814.017463 + Penalty 2831.004911 = -490983.012553
  nChanged 250
		SP:Iteration 5Q (181769.880000 sec): 3 clusters
  Score: Raw -493969.706119 + Penalty 2831.004911 = -491138.701209
  nChanged 222
		SP:Iteration 6Q (181770.040000 sec): 3 clusters
  Score: Raw -494102.012082 + Penalty 2831.004911 = -491271.007171
  nChanged 187
		SP:Iteration 7Q (181770.220000 sec): 3 clusters
  Score: Raw -494211.278555 + Penalty 2831.004911 = -491380.273644
  nChanged 174
		SP:Iteration 8Q (181770.380000 sec): 3 clusters
  Score: Raw -494302.922874 + Penalty 2831.004911 = -491471.917963
  nChanged 138
		SP:Iteration 9Q (181770.550000 sec): 3 clusters
  Score: Raw -494359.335168 + Penalty 2831.004911 = -491528.330258
  nChanged 93
		SP:Iteration 10Q (181770.720000 sec): 3 clusters
  Score: Raw -494391.948836 + Penalty 2831.004911 = -491560.943925
  nChanged 88
		SP:Iteration 11Q (181770.930000 sec): 3 clusters
  Score: Raw -494423.121104 + Penalty 2831.004911 = -491592.116193
  nChanged 85
		SP:Iteration 12Q (181771.120000 sec): 3 clusters
  Score: Raw -494460.215208 + Penalty 2831.004911 = -491629.210298
  nChanged 87
		SP:Iteration 13Q (181771.250000 sec): 3 clusters
  Score: Raw -494497.991102 + Penalty 2831.004911 = -491666.986191
  nChanged 94
		SP:Iteration 14Q (181771.350000 sec): 3 clusters
  Score: Raw -494531.460493 + Penalty 2831.004911 = -491700.455582
  nChanged 69
		SP:Iteration 15Q (181771.460000 sec): 3 clusters
  Score: Raw -494550.549907 + Penalty 2831.004911 = -491719.544996
  nChanged 57
		SP:Iteration 16Q (181771.560000 sec): 3 clusters
  Score: Raw -494563.910899 + Penalty 2831.004911 = -491732.905989
  nChanged 43
		SP:Iteration 17Q (181771.770000 sec): 3 clusters
  Score: Raw -494576.519368 + Penalty 2831.004911 = -491745.514457
  nChanged 44
		SP:Iteration 18Q (181771.970000 sec): 3 clusters
  Score: Raw -494586.188321 + Penalty 2831.004911 = -491755.183410
  nChanged 27
		SP:Iteration 19Q (181772.140000 sec): 3 clusters
  Score: Raw -494592.642082 + Penalty 2831.004911 = -491761.637172
  nChanged 22
		SP:Iteration 20F (181772.360000 sec): 3 clusters
  Score: Raw -494596.666928 + Penalty 2831.004911 = -491765.662017
  nChanged 15
		SP:Iteration 21Q (181772.540000 sec): 3 clusters
  Score: Raw -494599.596675 + Penalty 2831.004911 = -491768.591764
  nChanged 17
		SP:Iteration 22Q (181772.720000 sec): 3 clusters
  Score: Raw -494602.384417 + Penalty 2831.004911 = -491771.379506
  nChanged 10
		SP:Iteration 23Q (181772.900000 sec): 3 clusters
  Score: Raw -494603.941944 + Penalty 2831.004911 = -491772.937033
  nChanged 8
		SP:Iteration 24Q (181772.990000 sec): 3 clusters
  Score: Raw -494605.241815 + Penalty 2831.004911 = -491774.236904
  nChanged 9
		SP:Iteration 25Q (181773.090000 sec): 3 clusters
  Score: Raw -494607.208364 + Penalty 2831.004911 = -491776.203453
  nChanged 18
		SP:Iteration 26Q (181773.290000 sec): 3 clusters
  Score: Raw -494610.189494 + Penalty 2831.004911 = -491779.184583
  nChanged 16
		SP:Iteration 27Q (181773.460000 sec): 3 clusters
  Score: Raw -494613.876202 + Penalty 2831.004911 = -491782.871292
  nChanged 22
		SP:Iteration 28Q (181773.630000 sec): 3 clusters
  Score: Raw -494618.403444 + Penalty 2831.004911 = -491787.398534
  nChanged 17
		SP:Iteration 29Q (181773.800000 sec): 3 clusters
  Score: Raw -494621.327633 + Penalty 2831.004911 = -491790.322722
  nChanged 13
		SP:Iteration 30Q (181773.960000 sec): 3 clusters
  Score: Raw -494624.055002 + Penalty 2831.004911 = -491793.050091
  nChanged 8
		SP:Iteration 31Q (181774.130000 sec): 3 clusters
  Score: Raw -494626.240397 + Penalty 2831.004911 = -491795.235486
  nChanged 11
		SP:Iteration 32Q (181774.300000 sec): 3 clusters
  Score: Raw -494629.406904 + Penalty 2831.004911 = -491798.401994
  nChanged 14
		SP:Iteration 33Q (181774.470000 sec): 3 clusters
  Score: Raw -494633.780637 + Penalty 2831.004911 = -491802.775727
  nChanged 16
		SP:Iteration 34Q (181774.680000 sec): 3 clusters
  Score: Raw -494637.334349 + Penalty 2831.004911 = -491806.329438
  nChanged 10
		SP:Iteration 35Q (181774.850000 sec): 3 clusters
  Score: Raw -494641.875458 + Penalty 2831.004911 = -491810.870547
  nChanged 16
		SP:Iteration 36Q (181775.020000 sec): 3 clusters
  Score: Raw -494646.896444 + Penalty 2831.004911 = -491815.891534
  nChanged 17
		SP:Iteration 37Q (181775.180000 sec): 3 clusters
  Score: Raw -494651.119807 + Penalty 2831.004911 = -491820.114896
  nChanged 18
		SP:Iteration 38Q (181775.350000 sec): 3 clusters
  Score: Raw -494654.160968 + Penalty 2831.004911 = -491823.156057
  nChanged 15
		SP:Iteration 39Q (181775.520000 sec): 3 clusters
  Score: Raw -494656.987404 + Penalty 2831.004911 = -491825.982493
  nChanged 11
		SP:Iteration 40F (181775.680000 sec): 3 clusters
  Score: Raw -494659.141155 + Penalty 2831.004911 = -491828.136244
  nChanged 9
		SP:Iteration 41Q (181775.850000 sec): 3 clusters
  Score: Raw -494660.847030 + Penalty 2831.004911 = -491829.842120
  nChanged 10
		SP:Iteration 42Q (181776.020000 sec): 3 clusters
  Score: Raw -494662.457724 + Penalty 2831.004911 = -491831.452813
  nChanged 13
		SP:Iteration 43Q (181776.180000 sec): 3 clusters
  Score: Raw -494666.556117 + Penalty 2831.004911 = -491835.551206
  nChanged 14
		SP:Iteration 44Q (181776.350000 sec): 3 clusters
  Score: Raw -494669.951805 + Penalty 2831.004911 = -491838.946895
  nChanged 14
		SP:Iteration 45Q (181776.520000 sec): 3 clusters
  Score: Raw -494673.823088 + Penalty 2831.004911 = -491842.818177
  nChanged 18
		SP:Iteration 46Q (181776.690000 sec): 3 clusters
  Score: Raw -494679.978809 + Penalty 2831.004911 = -491848.973898
  nChanged 16
		SP:Iteration 47Q (181776.850000 sec): 3 clusters
  Score: Raw -494683.930558 + Penalty 2831.004911 = -491852.925648
  nChanged 12
		SP:Iteration 48Q (181777.020000 sec): 3 clusters
  Score: Raw -494686.719796 + Penalty 2831.004911 = -491855.714885
  nChanged 15
		SP:Iteration 49Q (181777.190000 sec): 3 clusters
  Score: Raw -494691.021579 + Penalty 2831.004911 = -491860.016668
  nChanged 13
		SP:Iteration 50Q (181777.360000 sec): 3 clusters
  Score: Raw -494694.580626 + Penalty 2831.004911 = -491863.575715
  nChanged 13
		SP:Iteration 51Q (181777.520000 sec): 3 clusters
  Score: Raw -494697.494366 + Penalty 2831.004911 = -491866.489456
  nChanged 12
		SP:Iteration 52Q (181777.690000 sec): 3 clusters
  Score: Raw -494700.685170 + Penalty 2831.004911 = -491869.680259
  nChanged 8
		SP:Iteration 53Q (181777.860000 sec): 3 clusters
  Score: Raw -494703.144428 + Penalty 2831.004911 = -491872.139517
  nChanged 9
		SP:Iteration 54Q (181778.030000 sec): 3 clusters
  Score: Raw -494705.425951 + Penalty 2831.004911 = -491874.421040
  nChanged 13
		SP:Iteration 55Q (181778.200000 sec): 3 clusters
  Score: Raw -494708.066290 + Penalty 2831.004911 = -491877.061380
  nChanged 9
		SP:Iteration 56Q (181778.360000 sec): 3 clusters
  Score: Raw -494710.406182 + Penalty 2831.004911 = -491879.401271
  nChanged 7
		SP:Iteration 57Q (181778.530000 sec): 3 clusters
  Score: Raw -494711.419240 + Penalty 2831.004911 = -491880.414329
  nChanged 6
		SP:Iteration 58Q (181778.700000 sec): 3 clusters
  Score: Raw -494712.182834 + Penalty 2831.004911 = -491881.177923
  nChanged 3
		SP:Iteration 59Q (181778.870000 sec): 3 clusters
  Score: Raw -494713.060012 + Penalty 2831.004911 = -491882.055102
  nChanged 5
		SP:Iteration 60F (181779.030000 sec): 3 clusters
  Score: Raw -494713.681133 + Penalty 2831.004911 = -491882.676223
  nChanged 2
		SP:Iteration 61Q (181779.200000 sec): 3 clusters
  Score: Raw -494713.900287 + Penalty 2831.004911 = -491882.895376
  nChanged 2
		SP:Iteration 62Q (181779.370000 sec): 3 clusters
  Score: Raw -494714.207787 + Penalty 2831.004911 = -491883.202876
  nChanged 3
		SP:Iteration 63Q (181779.540000 sec): 3 clusters
  Score: Raw -494714.525410 + Penalty 2831.004911 = -491883.520499
  nChanged 3
		SP:Iteration 64Q (181779.700000 sec): 3 clusters
  Score: Raw -494714.954158 + Penalty 2831.004911 = -491883.949247
  nChanged 3
		SP:Iteration 65Q (181779.870000 sec): 3 clusters
  Score: Raw -494715.900361 + Penalty 2831.004911 = -491884.895450
  nChanged 12
		SP:Iteration 66Q (181780.040000 sec): 3 clusters
  Score: Raw -494718.388680 + Penalty 2831.004911 = -491887.383769
  nChanged 10
		SP:Iteration 67Q (181780.210000 sec): 3 clusters
  Score: Raw -494720.377480 + Penalty 2831.004911 = -491889.372569
  nChanged 3
		SP:Iteration 68Q (181780.380000 sec): 3 clusters
  Score: Raw -494720.725667 + Penalty 2831.004911 = -491889.720756
  nChanged 2
		SP:Iteration 69Q (181780.540000 sec): 3 clusters
  Score: Raw -494721.004190 + Penalty 2831.004911 = -491889.999279
  nChanged 1
		SP:Iteration 70Q (181780.710000 sec): 3 clusters
  Score: Raw -494721.086307 + Penalty 2831.004911 = -491890.081396
  nChanged 0
		SP:Iteration 71F (181780.880000 sec): 3 clusters
  Score: Raw -494721.086307 + Penalty 2831.004911 = -491890.081396
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 107 (771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181780.960000 sec): 2 clusters
  Score: Raw -59206.078098 + Penalty 1080.249361 = -58125.828737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181781.140000 sec): 3 clusters
  Score: Raw -59070.165639 + Penalty 2160.498721 = -56909.666918
  nChanged 239
		SP:Iteration 1F (181781.320000 sec): 3 clusters
  Score: Raw -59493.716396 + Penalty 2160.498721 = -57333.217675
  nChanged 81
		SP:Iteration 2F (181781.490000 sec): 3 clusters
  Score: Raw -59690.469471 + Penalty 2160.498721 = -57529.970750
  nChanged 58
		SP:Iteration 3F (181781.670000 sec): 3 clusters
  Score: Raw -59849.228326 + Penalty 2160.498721 = -57688.729605
  nChanged 36
		SP:Iteration 4Q (181781.840000 sec): 3 clusters
  Score: Raw -59933.051505 + Penalty 2160.498721 = -57772.552784
  nChanged 19
		SP:Iteration 5Q (181782.020000 sec): 3 clusters
  Score: Raw -59981.214054 + Penalty 2160.498721 = -57820.715333
  nChanged 10
		SP:Iteration 6Q (181782.200000 sec): 3 clusters
  Score: Raw -59999.115988 + Penalty 2160.498721 = -57838.617266
  nChanged 9
		SP:Iteration 7Q (181782.370000 sec): 3 clusters
  Score: Raw -60023.042969 + Penalty 2160.498721 = -57862.544248
  nChanged 9
		SP:Iteration 8Q (181782.550000 sec): 3 clusters
  Score: Raw -60041.214293 + Penalty 2160.498721 = -57880.715571
  nChanged 4
		SP:Iteration 9Q (181782.720000 sec): 3 clusters
  Score: Raw -60051.844846 + Penalty 2160.498721 = -57891.346125
  nChanged 8
		SP:Iteration 10Q (181782.900000 sec): 3 clusters
  Score: Raw -60065.325788 + Penalty 2160.498721 = -57904.827067
  nChanged 7
		SP:Iteration 11Q (181783.080000 sec): 3 clusters
  Score: Raw -60078.518256 + Penalty 2160.498721 = -57918.019535
  nChanged 2
		SP:Iteration 12Q (181783.250000 sec): 3 clusters
  Score: Raw -60080.393380 + Penalty 2160.498721 = -57919.894659
  nChanged 2
		SP:Iteration 13Q (181783.430000 sec): 3 clusters
  Score: Raw -60082.587178 + Penalty 2160.498721 = -57922.088456
  nChanged 0
		SP:Iteration 14F (181783.600000 sec): 3 clusters
  Score: Raw -60082.587178 + Penalty 2160.498721 = -57922.088456
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 108 (5098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181783.730000 sec): 2 clusters
  Score: Raw -429436.896737 + Penalty 1387.198083 = -428049.698655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181783.910000 sec): 3 clusters
  Score: Raw -426923.631049 + Penalty 2774.396165 = -424149.234884
  nChanged 2049
		SP:Iteration 1F (181784.080000 sec): 3 clusters
  Score: Raw -428287.950990 + Penalty 2774.396165 = -425513.554825
  nChanged 435
		SP:Iteration 2F (181784.260000 sec): 3 clusters
  Score: Raw -428622.780658 + Penalty 2774.396165 = -425848.384492
  nChanged 331
		SP:Iteration 3F (181784.430000 sec): 3 clusters
  Score: Raw -428817.969326 + Penalty 2774.396165 = -426043.573161
  nChanged 228
		SP:Iteration 4Q (181784.610000 sec): 3 clusters
  Score: Raw -428948.997393 + Penalty 2774.396165 = -426174.601228
  nChanged 210
		SP:Iteration 5Q (181784.780000 sec): 3 clusters
  Score: Raw -429047.590210 + Penalty 2774.396165 = -426273.194045
  nChanged 134
		SP:Iteration 6Q (181784.960000 sec): 3 clusters
  Score: Raw -429109.429940 + Penalty 2774.396165 = -426335.033775
  nChanged 126
		SP:Iteration 7Q (181785.140000 sec): 3 clusters
  Score: Raw -429164.100820 + Penalty 2774.396165 = -426389.704655
  nChanged 98
		SP:Iteration 8Q (181785.310000 sec): 3 clusters
  Score: Raw -429208.039622 + Penalty 2774.396165 = -426433.643457
  nChanged 93
		SP:Iteration 9Q (181785.480000 sec): 3 clusters
  Score: Raw -429237.317181 + Penalty 2774.396165 = -426462.921016
  nChanged 65
		SP:Iteration 10Q (181785.660000 sec): 3 clusters
  Score: Raw -429258.286586 + Penalty 2774.396165 = -426483.890421
  nChanged 67
		SP:Iteration 11Q (181785.840000 sec): 3 clusters
  Score: Raw -429285.940948 + Penalty 2774.396165 = -426511.544783
  nChanged 77
		SP:Iteration 12Q (181786.010000 sec): 3 clusters
  Score: Raw -429312.392379 + Penalty 2774.396165 = -426537.996214
  nChanged 72
		SP:Iteration 13Q (181786.180000 sec): 3 clusters
  Score: Raw -429338.112709 + Penalty 2774.396165 = -426563.716544
  nChanged 64
		SP:Iteration 14Q (181786.360000 sec): 3 clusters
  Score: Raw -429368.246426 + Penalty 2774.396165 = -426593.850261
  nChanged 96
		SP:Iteration 15Q (181786.540000 sec): 3 clusters
  Score: Raw -429419.739983 + Penalty 2774.396165 = -426645.343818
  nChanged 91
		SP:Iteration 16Q (181786.760000 sec): 3 clusters
  Score: Raw -429462.805301 + Penalty 2774.396165 = -426688.409136
  nChanged 86
		SP:Iteration 17Q (181786.930000 sec): 3 clusters
  Score: Raw -429496.934517 + Penalty 2774.396165 = -426722.538352
  nChanged 70
		SP:Iteration 18Q (181787.120000 sec): 3 clusters
  Score: Raw -429528.666525 + Penalty 2774.396165 = -426754.270360
  nChanged 77
		SP:Iteration 19Q (181787.280000 sec): 3 clusters
  Score: Raw -429565.758016 + Penalty 2774.396165 = -426791.361851
  nChanged 81
		SP:Iteration 20F (181787.470000 sec): 3 clusters
  Score: Raw -429595.941445 + Penalty 2774.396165 = -426821.545280
  nChanged 73
		SP:Iteration 21Q (181787.650000 sec): 3 clusters
  Score: Raw -429628.884798 + Penalty 2774.396165 = -426854.488633
  nChanged 76
		SP:Iteration 22Q (181787.820000 sec): 3 clusters
  Score: Raw -429658.757214 + Penalty 2774.396165 = -426884.361049
  nChanged 73
		SP:Iteration 23Q (181788.000000 sec): 3 clusters
  Score: Raw -429688.741045 + Penalty 2774.396165 = -426914.344880
  nChanged 74
		SP:Iteration 24Q (181788.180000 sec): 3 clusters
  Score: Raw -429716.700459 + Penalty 2774.396165 = -426942.304294
  nChanged 83
		SP:Iteration 25Q (181788.350000 sec): 3 clusters
  Score: Raw -429755.004170 + Penalty 2774.396165 = -426980.608005
  nChanged 83
		SP:Iteration 26Q (181788.520000 sec): 3 clusters
  Score: Raw -429792.781377 + Penalty 2774.396165 = -427018.385212
  nChanged 73
		SP:Iteration 27Q (181788.700000 sec): 3 clusters
  Score: Raw -429825.667196 + Penalty 2774.396165 = -427051.271031
  nChanged 59
		SP:Iteration 28Q (181788.880000 sec): 3 clusters
  Score: Raw -429848.379981 + Penalty 2774.396165 = -427073.983816
  nChanged 51
		SP:Iteration 29Q (181789.050000 sec): 3 clusters
  Score: Raw -429876.652383 + Penalty 2774.396165 = -427102.256218
  nChanged 62
		SP:Iteration 30Q (181789.220000 sec): 3 clusters
  Score: Raw -429906.448892 + Penalty 2774.396165 = -427132.052727
  nChanged 66
		SP:Iteration 31Q (181789.400000 sec): 3 clusters
  Score: Raw -429932.334610 + Penalty 2774.396165 = -427157.938444
  nChanged 59
		SP:Iteration 32Q (181789.580000 sec): 3 clusters
  Score: Raw -429956.789201 + Penalty 2774.396165 = -427182.393036
  nChanged 43
		SP:Iteration 33Q (181789.750000 sec): 3 clusters
  Score: Raw -429974.119411 + Penalty 2774.396165 = -427199.723246
  nChanged 43
		SP:Iteration 34Q (181789.920000 sec): 3 clusters
  Score: Raw -429991.711101 + Penalty 2774.396165 = -427217.314936
  nChanged 40
		SP:Iteration 35Q (181790.100000 sec): 3 clusters
  Score: Raw -430010.099220 + Penalty 2774.396165 = -427235.703054
  nChanged 40
		SP:Iteration 36Q (181790.280000 sec): 3 clusters
  Score: Raw -430027.713932 + Penalty 2774.396165 = -427253.317766
  nChanged 39
		SP:Iteration 37Q (181790.450000 sec): 3 clusters
  Score: Raw -430045.217676 + Penalty 2774.396165 = -427270.821511
  nChanged 43
		SP:Iteration 38Q (181790.630000 sec): 3 clusters
  Score: Raw -430067.413914 + Penalty 2774.396165 = -427293.017749
  nChanged 43
		SP:Iteration 39Q (181790.800000 sec): 3 clusters
  Score: Raw -430087.876520 + Penalty 2774.396165 = -427313.480355
  nChanged 34
		SP:Iteration 40F (181790.980000 sec): 3 clusters
  Score: Raw -430104.393311 + Penalty 2774.396165 = -427329.997146
  nChanged 30
		SP:Iteration 41Q (181791.150000 sec): 3 clusters
  Score: Raw -430115.168610 + Penalty 2774.396165 = -427340.772445
  nChanged 30
		SP:Iteration 42Q (181791.330000 sec): 3 clusters
  Score: Raw -430126.347291 + Penalty 2774.396165 = -427351.951126
  nChanged 31
		SP:Iteration 43Q (181791.500000 sec): 3 clusters
  Score: Raw -430136.636700 + Penalty 2774.396165 = -427362.240535
  nChanged 25
		SP:Iteration 44Q (181791.680000 sec): 3 clusters
  Score: Raw -430144.587775 + Penalty 2774.396165 = -427370.191610
  nChanged 15
		SP:Iteration 45Q (181791.860000 sec): 3 clusters
  Score: Raw -430148.393059 + Penalty 2774.396165 = -427373.996894
  nChanged 12
		SP:Iteration 46Q (181792.030000 sec): 3 clusters
  Score: Raw -430150.572262 + Penalty 2774.396165 = -427376.176097
  nChanged 5
		SP:Iteration 47Q (181792.210000 sec): 3 clusters
  Score: Raw -430152.196482 + Penalty 2774.396165 = -427377.800317
  nChanged 6
		SP:Iteration 48Q (181792.380000 sec): 3 clusters
  Score: Raw -430153.964685 + Penalty 2774.396165 = -427379.568520
  nChanged 8
		SP:Iteration 49Q (181792.560000 sec): 3 clusters
  Score: Raw -430155.744665 + Penalty 2774.396165 = -427381.348500
  nChanged 4
		SP:Iteration 50Q (181792.730000 sec): 3 clusters
  Score: Raw -430156.395830 + Penalty 2774.396165 = -427381.999665
  nChanged 5
		SP:Iteration 51Q (181792.910000 sec): 3 clusters
  Score: Raw -430157.615447 + Penalty 2774.396165 = -427383.219282
  nChanged 4
		SP:Iteration 52Q (181793.080000 sec): 3 clusters
  Score: Raw -430158.888375 + Penalty 2774.396165 = -427384.492210
  nChanged 5
		SP:Iteration 53Q (181793.260000 sec): 3 clusters
  Score: Raw -430160.449863 + Penalty 2774.396165 = -427386.053698
  nChanged 6
		SP:Iteration 54Q (181793.430000 sec): 3 clusters
  Score: Raw -430162.050712 + Penalty 2774.396165 = -427387.654547
  nChanged 4
		SP:Iteration 55Q (181793.610000 sec): 3 clusters
  Score: Raw -430162.950359 + Penalty 2774.396165 = -427388.554194
  nChanged 3
		SP:Iteration 56Q (181793.780000 sec): 3 clusters
  Score: Raw -430163.549986 + Penalty 2774.396165 = -427389.153821
  nChanged 2
		SP:Iteration 57Q (181793.960000 sec): 3 clusters
  Score: Raw -430164.166022 + Penalty 2774.396165 = -427389.769857
  nChanged 3
		SP:Iteration 58Q (181794.130000 sec): 3 clusters
  Score: Raw -430165.273616 + Penalty 2774.396165 = -427390.877451
  nChanged 6
		SP:Iteration 59Q (181794.310000 sec): 3 clusters
  Score: Raw -430166.476683 + Penalty 2774.396165 = -427392.080518
  nChanged 5
		SP:Iteration 60F (181794.480000 sec): 3 clusters
  Score: Raw -430167.563733 + Penalty 2774.396165 = -427393.167568
  nChanged 4
		SP:Iteration 61Q (181794.660000 sec): 3 clusters
  Score: Raw -430168.357999 + Penalty 2774.396165 = -427393.961833
  nChanged 6
		SP:Iteration 62Q (181794.830000 sec): 3 clusters
  Score: Raw -430170.377167 + Penalty 2774.396165 = -427395.981002
  nChanged 7
		SP:Iteration 63Q (181795.010000 sec): 3 clusters
  Score: Raw -430172.076266 + Penalty 2774.396165 = -427397.680101
  nChanged 5
		SP:Iteration 64Q (181795.180000 sec): 3 clusters
  Score: Raw -430173.691296 + Penalty 2774.396165 = -427399.295130
  nChanged 8
		SP:Iteration 65Q (181795.360000 sec): 3 clusters
  Score: Raw -430176.183059 + Penalty 2774.396165 = -427401.786894
  nChanged 11
		SP:Iteration 66Q (181795.530000 sec): 3 clusters
  Score: Raw -430179.082441 + Penalty 2774.396165 = -427404.686276
  nChanged 15
		SP:Iteration 67Q (181795.710000 sec): 3 clusters
  Score: Raw -430185.706099 + Penalty 2774.396165 = -427411.309933
  nChanged 19
		SP:Iteration 68Q (181795.880000 sec): 3 clusters
  Score: Raw -430192.886957 + Penalty 2774.396165 = -427418.490792
  nChanged 22
		SP:Iteration 69Q (181796.060000 sec): 3 clusters
  Score: Raw -430200.667800 + Penalty 2774.396165 = -427426.271635
  nChanged 22
		SP:Iteration 70Q (181796.230000 sec): 3 clusters
  Score: Raw -430210.918080 + Penalty 2774.396165 = -427436.521915
  nChanged 33
		SP:Iteration 71Q (181796.410000 sec): 3 clusters
  Score: Raw -430225.219575 + Penalty 2774.396165 = -427450.823410
  nChanged 37
		SP:Iteration 72Q (181796.580000 sec): 3 clusters
  Score: Raw -430240.420942 + Penalty 2774.396165 = -427466.024777
  nChanged 36
		SP:Iteration 73Q (181796.760000 sec): 3 clusters
  Score: Raw -430255.787983 + Penalty 2774.396165 = -427481.391818
  nChanged 36
		SP:Iteration 74Q (181796.930000 sec): 3 clusters
  Score: Raw -430272.679252 + Penalty 2774.396165 = -427498.283087
  nChanged 39
		SP:Iteration 75Q (181797.110000 sec): 3 clusters
  Score: Raw -430289.622206 + Penalty 2774.396165 = -427515.226041
  nChanged 32
		SP:Iteration 76Q (181797.280000 sec): 3 clusters
  Score: Raw -430301.468912 + Penalty 2774.396165 = -427527.072746
  nChanged 35
		SP:Iteration 77Q (181797.460000 sec): 3 clusters
  Score: Raw -430314.903292 + Penalty 2774.396165 = -427540.507127
  nChanged 35
		SP:Iteration 78Q (181797.630000 sec): 3 clusters
  Score: Raw -430328.895083 + Penalty 2774.396165 = -427554.498917
  nChanged 34
		SP:Iteration 79Q (181797.810000 sec): 3 clusters
  Score: Raw -430342.421360 + Penalty 2774.396165 = -427568.025195
  nChanged 29
		SP:Iteration 80F (181797.980000 sec): 3 clusters
  Score: Raw -430352.877817 + Penalty 2774.396165 = -427578.481652
  nChanged 24
		SP:Iteration 81Q (181798.160000 sec): 3 clusters
  Score: Raw -430359.934727 + Penalty 2774.396165 = -427585.538562
  nChanged 15
		SP:Iteration 82Q (181798.330000 sec): 3 clusters
  Score: Raw -430363.323309 + Penalty 2774.396165 = -427588.927144
  nChanged 5
		SP:Iteration 83Q (181798.510000 sec): 3 clusters
  Score: Raw -430364.699069 + Penalty 2774.396165 = -427590.302904
  nChanged 8
		SP:Iteration 84Q (181798.680000 sec): 3 clusters
  Score: Raw -430366.628935 + Penalty 2774.396165 = -427592.232770
  nChanged 7
		SP:Iteration 85Q (181798.860000 sec): 3 clusters
  Score: Raw -430367.989516 + Penalty 2774.396165 = -427593.593351
  nChanged 4
		SP:Iteration 86Q (181799.030000 sec): 3 clusters
  Score: Raw -430368.614074 + Penalty 2774.396165 = -427594.217909
  nChanged 3
		SP:Iteration 87Q (181799.210000 sec): 3 clusters
  Score: Raw -430369.283274 + Penalty 2774.396165 = -427594.887109
  nChanged 3
		SP:Iteration 88Q (181799.380000 sec): 3 clusters
  Score: Raw -430369.876310 + Penalty 2774.396165 = -427595.480145
  nChanged 6
		SP:Iteration 89Q (181799.560000 sec): 3 clusters
  Score: Raw -430371.146854 + Penalty 2774.396165 = -427596.750689
  nChanged 3
		SP:Iteration 90Q (181799.740000 sec): 3 clusters
  Score: Raw -430372.086655 + Penalty 2774.396165 = -427597.690490
  nChanged 9
		SP:Iteration 91Q (181799.910000 sec): 3 clusters
  Score: Raw -430373.940687 + Penalty 2774.396165 = -427599.544522
  nChanged 4
		SP:Iteration 92Q (181800.080000 sec): 3 clusters
  Score: Raw -430374.897304 + Penalty 2774.396165 = -427600.501139
  nChanged 6
		SP:Iteration 93Q (181800.260000 sec): 3 clusters
  Score: Raw -430375.972943 + Penalty 2774.396165 = -427601.576778
  nChanged 3
		SP:Iteration 94Q (181800.440000 sec): 3 clusters
  Score: Raw -430376.360038 + Penalty 2774.396165 = -427601.963873
  nChanged 4
		SP:Iteration 95Q (181800.610000 sec): 3 clusters
  Score: Raw -430377.362163 + Penalty 2774.396165 = -427602.965998
  nChanged 4
		SP:Iteration 96Q (181800.780000 sec): 3 clusters
  Score: Raw -430378.508702 + Penalty 2774.396165 = -427604.112537
  nChanged 7
		SP:Iteration 97Q (181800.960000 sec): 3 clusters
  Score: Raw -430380.013130 + Penalty 2774.396165 = -427605.616965
  nChanged 3
		SP:Iteration 98Q (181801.140000 sec): 3 clusters
  Score: Raw -430380.447010 + Penalty 2774.396165 = -427606.050845
  nChanged 1
		SP:Iteration 99Q (181801.310000 sec): 3 clusters
  Score: Raw -430380.652506 + Penalty 2774.396165 = -427606.256341
  nChanged 1
		SP:Iteration 100F (181801.420000 sec): 3 clusters
  Score: Raw -430380.808266 + Penalty 2774.396165 = -427606.412101
  nChanged 1
		SP:Iteration 101Q (181801.510000 sec): 3 clusters
  Score: Raw -430380.980624 + Penalty 2774.396165 = -427606.584459
  nChanged 1
		SP:Iteration 102Q (181801.590000 sec): 3 clusters
  Score: Raw -430381.133217 + Penalty 2774.396165 = -427606.737051
  nChanged 1
		SP:Iteration 103Q (181801.690000 sec): 3 clusters
  Score: Raw -430381.208333 + Penalty 2774.396165 = -427606.812168
  nChanged 3
		SP:Iteration 104Q (181801.770000 sec): 3 clusters
  Score: Raw -430381.708275 + Penalty 2774.396165 = -427607.312110
  nChanged 2
		SP:Iteration 105Q (181801.870000 sec): 3 clusters
  Score: Raw -430382.307180 + Penalty 2774.396165 = -427607.911015
  nChanged 1
		SP:Iteration 106Q (181801.950000 sec): 3 clusters
  Score: Raw -430382.541918 + Penalty 2774.396165 = -427608.145753
  nChanged 0
		SP:Iteration 107F (181802.040000 sec): 3 clusters
  Score: Raw -430382.541918 + Penalty 2774.396165 = -427608.145753
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 109 (8119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181802.160000 sec): 2 clusters
  Score: Raw -771291.310039 + Penalty 1462.818869 = -769828.491170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181802.360000 sec): 3 clusters
  Score: Raw -766774.565976 + Penalty 2925.637739 = -763848.928237
  nChanged 3442
		SP:Iteration 1F (181802.610000 sec): 3 clusters
  Score: Raw -768824.219005 + Penalty 2925.637739 = -765898.581267
  nChanged 590
		SP:Iteration 2F (181802.820000 sec): 3 clusters
  Score: Raw -769127.355146 + Penalty 2925.637739 = -766201.717407
  nChanged 474
		SP:Iteration 3F (181803.020000 sec): 3 clusters
  Score: Raw -769369.419855 + Penalty 2925.637739 = -766443.782116
  nChanged 397
		SP:Iteration 4Q (181803.210000 sec): 3 clusters
  Score: Raw -769546.042930 + Penalty 2925.637739 = -766620.405191
  nChanged 334
		SP:Iteration 5Q (181803.340000 sec): 3 clusters
  Score: Raw -769699.626007 + Penalty 2925.637739 = -766773.988268
  nChanged 318
		SP:Iteration 6Q (181803.480000 sec): 3 clusters
  Score: Raw -769844.409269 + Penalty 2925.637739 = -766918.771530
  nChanged 295
		SP:Iteration 7Q (181803.620000 sec): 3 clusters
  Score: Raw -769965.793492 + Penalty 2925.637739 = -767040.155753
  nChanged 252
		SP:Iteration 8Q (181803.760000 sec): 3 clusters
  Score: Raw -770051.174499 + Penalty 2925.637739 = -767125.536760
  nChanged 195
		SP:Iteration 9Q (181803.970000 sec): 3 clusters
  Score: Raw -770118.306238 + Penalty 2925.637739 = -767192.668499
  nChanged 184
		SP:Iteration 10Q (181804.160000 sec): 3 clusters
  Score: Raw -770182.176653 + Penalty 2925.637739 = -767256.538914
  nChanged 163
		SP:Iteration 11Q (181804.360000 sec): 3 clusters
  Score: Raw -770236.781278 + Penalty 2925.637739 = -767311.143540
  nChanged 153
		SP:Iteration 12Q (181804.560000 sec): 3 clusters
  Score: Raw -770289.348696 + Penalty 2925.637739 = -767363.710958
  nChanged 152
		SP:Iteration 13Q (181804.760000 sec): 3 clusters
  Score: Raw -770335.157530 + Penalty 2925.637739 = -767409.519791
  nChanged 103
		SP:Iteration 14Q (181804.950000 sec): 3 clusters
  Score: Raw -770370.755685 + Penalty 2925.637739 = -767445.117947
  nChanged 113
		SP:Iteration 15Q (181805.150000 sec): 3 clusters
  Score: Raw -770408.365124 + Penalty 2925.637739 = -767482.727385
  nChanged 104
		SP:Iteration 16Q (181805.350000 sec): 3 clusters
  Score: Raw -770436.770918 + Penalty 2925.637739 = -767511.133179
  nChanged 96
		SP:Iteration 17Q (181805.540000 sec): 3 clusters
  Score: Raw -770465.951287 + Penalty 2925.637739 = -767540.313548
  nChanged 94
		SP:Iteration 18Q (181805.730000 sec): 3 clusters
  Score: Raw -770495.660875 + Penalty 2925.637739 = -767570.023137
  nChanged 86
		SP:Iteration 19Q (181805.930000 sec): 3 clusters
  Score: Raw -770527.131311 + Penalty 2925.637739 = -767601.493573
  nChanged 91
		SP:Iteration 20F (181806.130000 sec): 3 clusters
  Score: Raw -770557.658986 + Penalty 2925.637739 = -767632.021247
  nChanged 98
		SP:Iteration 21Q (181806.330000 sec): 3 clusters
  Score: Raw -770595.892203 + Penalty 2925.637739 = -767670.254465
  nChanged 109
		SP:Iteration 22Q (181806.520000 sec): 3 clusters
  Score: Raw -770648.740803 + Penalty 2925.637739 = -767723.103064
  nChanged 115
		SP:Iteration 23Q (181806.650000 sec): 3 clusters
  Score: Raw -770698.712428 + Penalty 2925.637739 = -767773.074689
  nChanged 109
		SP:Iteration 24Q (181806.840000 sec): 3 clusters
  Score: Raw -770742.105266 + Penalty 2925.637739 = -767816.467527
  nChanged 104
		SP:Iteration 25Q (181806.970000 sec): 3 clusters
  Score: Raw -770794.746196 + Penalty 2925.637739 = -767869.108457
  nChanged 113
		SP:Iteration 26Q (181807.160000 sec): 3 clusters
  Score: Raw -770853.942256 + Penalty 2925.637739 = -767928.304518
  nChanged 120
		SP:Iteration 27Q (181807.360000 sec): 3 clusters
  Score: Raw -770918.303732 + Penalty 2925.637739 = -767992.665994
  nChanged 119
		SP:Iteration 28Q (181807.560000 sec): 3 clusters
  Score: Raw -770982.374469 + Penalty 2925.637739 = -768056.736730
  nChanged 122
		SP:Iteration 29Q (181807.760000 sec): 3 clusters
  Score: Raw -771049.695083 + Penalty 2925.637739 = -768124.057344
  nChanged 101
		SP:Iteration 30Q (181807.960000 sec): 3 clusters
  Score: Raw -771106.319266 + Penalty 2925.637739 = -768180.681527
  nChanged 96
		SP:Iteration 31Q (181808.160000 sec): 3 clusters
  Score: Raw -771163.729483 + Penalty 2925.637739 = -768238.091744
  nChanged 92
		SP:Iteration 32Q (181808.390000 sec): 3 clusters
  Score: Raw -771223.832654 + Penalty 2925.637739 = -768298.194916
  nChanged 66
		SP:Iteration 33Q (181808.550000 sec): 3 clusters
  Score: Raw -771265.395910 + Penalty 2925.637739 = -768339.758171
  nChanged 64
		SP:Iteration 34Q (181808.760000 sec): 3 clusters
  Score: Raw -771302.625754 + Penalty 2925.637739 = -768376.988015
  nChanged 54
		SP:Iteration 35Q (181809.020000 sec): 3 clusters
  Score: Raw -771335.962493 + Penalty 2925.637739 = -768410.324755
  nChanged 51
		SP:Iteration 36Q (181809.260000 sec): 3 clusters
  Score: Raw -771369.469513 + Penalty 2925.637739 = -768443.831774
  nChanged 40
		SP:Iteration 37Q (181809.460000 sec): 3 clusters
  Score: Raw -771392.966077 + Penalty 2925.637739 = -768467.328338
  nChanged 30
		SP:Iteration 38Q (181809.660000 sec): 3 clusters
  Score: Raw -771409.111765 + Penalty 2925.637739 = -768483.474026
  nChanged 24
		SP:Iteration 39Q (181809.860000 sec): 3 clusters
  Score: Raw -771422.842550 + Penalty 2925.637739 = -768497.204811
  nChanged 24
		SP:Iteration 40F (181810.050000 sec): 3 clusters
  Score: Raw -771437.379169 + Penalty 2925.637739 = -768511.741430
  nChanged 16
		SP:Iteration 41Q (181810.250000 sec): 3 clusters
  Score: Raw -771449.932763 + Penalty 2925.637739 = -768524.295024
  nChanged 19
		SP:Iteration 42Q (181810.440000 sec): 3 clusters
  Score: Raw -771460.796349 + Penalty 2925.637739 = -768535.158610
  nChanged 15
		SP:Iteration 43Q (181810.650000 sec): 3 clusters
  Score: Raw -771469.281741 + Penalty 2925.637739 = -768543.644002
  nChanged 10
		SP:Iteration 44Q (181810.850000 sec): 3 clusters
  Score: Raw -771476.601972 + Penalty 2925.637739 = -768550.964233
  nChanged 7
		SP:Iteration 45Q (181811.060000 sec): 3 clusters
  Score: Raw -771482.322193 + Penalty 2925.637739 = -768556.684455
  nChanged 8
		SP:Iteration 46Q (181811.280000 sec): 3 clusters
  Score: Raw -771490.258099 + Penalty 2925.637739 = -768564.620360
  nChanged 12
		SP:Iteration 47Q (181811.510000 sec): 3 clusters
  Score: Raw -771499.679012 + Penalty 2925.637739 = -768574.041274
  nChanged 14
		SP:Iteration 48Q (181811.670000 sec): 3 clusters
  Score: Raw -771510.512662 + Penalty 2925.637739 = -768584.874923
  nChanged 13
		SP:Iteration 49Q (181811.860000 sec): 3 clusters
  Score: Raw -771520.678239 + Penalty 2925.637739 = -768595.040500
  nChanged 13
		SP:Iteration 50Q (181811.980000 sec): 3 clusters
  Score: Raw -771530.517817 + Penalty 2925.637739 = -768604.880078
  nChanged 13
		SP:Iteration 51Q (181812.180000 sec): 3 clusters
  Score: Raw -771540.819368 + Penalty 2925.637739 = -768615.181629
  nChanged 10
		SP:Iteration 52Q (181812.380000 sec): 3 clusters
  Score: Raw -771548.919649 + Penalty 2925.637739 = -768623.281910
  nChanged 5
		SP:Iteration 53Q (181812.580000 sec): 3 clusters
  Score: Raw -771553.378038 + Penalty 2925.637739 = -768627.740299
  nChanged 3
		SP:Iteration 54Q (181812.770000 sec): 3 clusters
  Score: Raw -771555.160858 + Penalty 2925.637739 = -768629.523119
  nChanged 1
		SP:Iteration 55Q (181812.960000 sec): 3 clusters
  Score: Raw -771555.767181 + Penalty 2925.637739 = -768630.129442
  nChanged 0
		SP:Iteration 56F (181813.170000 sec): 3 clusters
  Score: Raw -771555.767181 + Penalty 2925.637739 = -768630.129442
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 110 (4951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181813.250000 sec): 2 clusters
  Score: Raw -450379.865998 + Penalty 1382.443539 = -448997.422459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181813.420000 sec): 3 clusters
  Score: Raw -447766.759438 + Penalty 2764.887078 = -445001.872360
  nChanged 2026
		SP:Iteration 1F (181813.600000 sec): 3 clusters
  Score: Raw -448999.830319 + Penalty 2764.887078 = -446234.943241
  nChanged 393
		SP:Iteration 2F (181813.780000 sec): 3 clusters
  Score: Raw -449304.720797 + Penalty 2764.887078 = -446539.833719
  nChanged 356
		SP:Iteration 3F (181813.950000 sec): 3 clusters
  Score: Raw -449608.554104 + Penalty 2764.887078 = -446843.667026
  nChanged 314
		SP:Iteration 4F (181814.120000 sec): 3 clusters
  Score: Raw -449860.708018 + Penalty 2764.887078 = -447095.820940
  nChanged 258
		SP:Iteration 5F (181814.300000 sec): 3 clusters
  Score: Raw -450043.370328 + Penalty 2764.887078 = -447278.483250
  nChanged 213
		SP:Iteration 6Q (181814.480000 sec): 3 clusters
  Score: Raw -450167.993077 + Penalty 2764.887078 = -447403.105999
  nChanged 171
		SP:Iteration 7Q (181814.650000 sec): 3 clusters
  Score: Raw -450278.103055 + Penalty 2764.887078 = -447513.215977
  nChanged 158
		SP:Iteration 8Q (181814.830000 sec): 3 clusters
  Score: Raw -450365.561600 + Penalty 2764.887078 = -447600.674522
  nChanged 139
		SP:Iteration 9Q (181815.000000 sec): 3 clusters
  Score: Raw -450433.596420 + Penalty 2764.887078 = -447668.709342
  nChanged 106
		SP:Iteration 10Q (181815.180000 sec): 3 clusters
  Score: Raw -450477.397911 + Penalty 2764.887078 = -447712.510833
  nChanged 84
		SP:Iteration 11Q (181815.350000 sec): 3 clusters
  Score: Raw -450513.251190 + Penalty 2764.887078 = -447748.364112
  nChanged 85
		SP:Iteration 12Q (181815.530000 sec): 3 clusters
  Score: Raw -450546.626265 + Penalty 2764.887078 = -447781.739187
  nChanged 61
		SP:Iteration 13Q (181815.700000 sec): 3 clusters
  Score: Raw -450566.488239 + Penalty 2764.887078 = -447801.601161
  nChanged 44
		SP:Iteration 14Q (181815.880000 sec): 3 clusters
  Score: Raw -450580.667693 + Penalty 2764.887078 = -447815.780615
  nChanged 40
		SP:Iteration 15Q (181816.050000 sec): 3 clusters
  Score: Raw -450591.255903 + Penalty 2764.887078 = -447826.368825
  nChanged 36
		SP:Iteration 16Q (181816.220000 sec): 3 clusters
  Score: Raw -450601.998285 + Penalty 2764.887078 = -447837.111207
  nChanged 39
		SP:Iteration 17Q (181816.400000 sec): 3 clusters
  Score: Raw -450614.187290 + Penalty 2764.887078 = -447849.300212
  nChanged 38
		SP:Iteration 18Q (181816.580000 sec): 3 clusters
  Score: Raw -450625.367311 + Penalty 2764.887078 = -447860.480233
  nChanged 32
		SP:Iteration 19Q (181816.750000 sec): 3 clusters
  Score: Raw -450632.963115 + Penalty 2764.887078 = -447868.076037
  nChanged 20
		SP:Iteration 20F (181816.920000 sec): 3 clusters
  Score: Raw -450638.078370 + Penalty 2764.887078 = -447873.191292
  nChanged 18
		SP:Iteration 21Q (181817.100000 sec): 3 clusters
  Score: Raw -450643.749540 + Penalty 2764.887078 = -447878.862462
  nChanged 21
		SP:Iteration 22Q (181817.280000 sec): 3 clusters
  Score: Raw -450649.069683 + Penalty 2764.887078 = -447884.182605
  nChanged 10
		SP:Iteration 23Q (181817.450000 sec): 3 clusters
  Score: Raw -450650.683410 + Penalty 2764.887078 = -447885.796332
  nChanged 11
		SP:Iteration 24Q (181817.630000 sec): 3 clusters
  Score: Raw -450653.376966 + Penalty 2764.887078 = -447888.489888
  nChanged 20
		SP:Iteration 25Q (181817.800000 sec): 3 clusters
  Score: Raw -450657.383164 + Penalty 2764.887078 = -447892.496086
  nChanged 19
		SP:Iteration 26Q (181817.980000 sec): 3 clusters
  Score: Raw -450662.200324 + Penalty 2764.887078 = -447897.313246
  nChanged 19
		SP:Iteration 27Q (181818.150000 sec): 3 clusters
  Score: Raw -450667.223224 + Penalty 2764.887078 = -447902.336146
  nChanged 17
		SP:Iteration 28Q (181818.330000 sec): 3 clusters
  Score: Raw -450671.112009 + Penalty 2764.887078 = -447906.224931
  nChanged 15
		SP:Iteration 29Q (181818.500000 sec): 3 clusters
  Score: Raw -450675.042862 + Penalty 2764.887078 = -447910.155784
  nChanged 14
		SP:Iteration 30Q (181818.680000 sec): 3 clusters
  Score: Raw -450677.584366 + Penalty 2764.887078 = -447912.697288
  nChanged 13
		SP:Iteration 31Q (181818.850000 sec): 3 clusters
  Score: Raw -450679.812451 + Penalty 2764.887078 = -447914.925373
  nChanged 6
		SP:Iteration 32Q (181819.030000 sec): 3 clusters
  Score: Raw -450681.557395 + Penalty 2764.887078 = -447916.670317
  nChanged 4
		SP:Iteration 33Q (181819.200000 sec): 3 clusters
  Score: Raw -450682.146230 + Penalty 2764.887078 = -447917.259152
  nChanged 3
		SP:Iteration 34Q (181819.380000 sec): 3 clusters
  Score: Raw -450682.601077 + Penalty 2764.887078 = -447917.713999
  nChanged 1
		SP:Iteration 35Q (181819.550000 sec): 3 clusters
  Score: Raw -450682.912473 + Penalty 2764.887078 = -447918.025395
  nChanged 1
		SP:Iteration 36Q (181819.730000 sec): 3 clusters
  Score: Raw -450683.126516 + Penalty 2764.887078 = -447918.239438
  nChanged 0
		SP:Iteration 37F (181819.900000 sec): 3 clusters
  Score: Raw -450683.126516 + Penalty 2764.887078 = -447918.239438
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 111 (3989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181820.000000 sec): 2 clusters
  Score: Raw -341108.462276 + Penalty 1347.335576 = -339761.126700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181820.180000 sec): 3 clusters
  Score: Raw -339154.171283 + Penalty 2694.671152 = -336459.500131
  nChanged 1596
		SP:Iteration 1F (181820.360000 sec): 3 clusters
  Score: Raw -340204.283230 + Penalty 2694.671152 = -337509.612078
  nChanged 371
		SP:Iteration 2F (181820.530000 sec): 3 clusters
  Score: Raw -340508.154000 + Penalty 2694.671152 = -337813.482848
  nChanged 275
		SP:Iteration 3F (181820.710000 sec): 3 clusters
  Score: Raw -340748.759315 + Penalty 2694.671152 = -338054.088163
  nChanged 247
		SP:Iteration 4F (181820.880000 sec): 3 clusters
  Score: Raw -340945.473610 + Penalty 2694.671152 = -338250.802458
  nChanged 206
		SP:Iteration 5F (181821.060000 sec): 3 clusters
  Score: Raw -341071.311207 + Penalty 2694.671152 = -338376.640056
  nChanged 147
		SP:Iteration 6Q (181821.240000 sec): 3 clusters
  Score: Raw -341166.428273 + Penalty 2694.671152 = -338471.757121
  nChanged 116
		SP:Iteration 7Q (181821.440000 sec): 3 clusters
  Score: Raw -341226.369308 + Penalty 2694.671152 = -338531.698156
  nChanged 89
		SP:Iteration 8Q (181821.590000 sec): 3 clusters
  Score: Raw -341270.205442 + Penalty 2694.671152 = -338575.534290
  nChanged 70
		SP:Iteration 9Q (181821.760000 sec): 3 clusters
  Score: Raw -341301.629662 + Penalty 2694.671152 = -338606.958510
  nChanged 61
		SP:Iteration 10Q (181821.940000 sec): 3 clusters
  Score: Raw -341329.676158 + Penalty 2694.671152 = -338635.005006
  nChanged 50
		SP:Iteration 11Q (181822.120000 sec): 3 clusters
  Score: Raw -341351.966267 + Penalty 2694.671152 = -338657.295115
  nChanged 51
		SP:Iteration 12Q (181822.290000 sec): 3 clusters
  Score: Raw -341372.863863 + Penalty 2694.671152 = -338678.192711
  nChanged 45
		SP:Iteration 13Q (181822.470000 sec): 3 clusters
  Score: Raw -341387.184850 + Penalty 2694.671152 = -338692.513698
  nChanged 24
		SP:Iteration 14Q (181822.640000 sec): 3 clusters
  Score: Raw -341395.972566 + Penalty 2694.671152 = -338701.301414
  nChanged 27
		SP:Iteration 15Q (181822.840000 sec): 3 clusters
  Score: Raw -341406.152563 + Penalty 2694.671152 = -338711.481411
  nChanged 24
		SP:Iteration 16Q (181822.920000 sec): 3 clusters
  Score: Raw -341415.545877 + Penalty 2694.671152 = -338720.874725
  nChanged 24
		SP:Iteration 17Q (181822.990000 sec): 3 clusters
  Score: Raw -341426.113495 + Penalty 2694.671152 = -338731.442343
  nChanged 28
		SP:Iteration 18Q (181823.060000 sec): 3 clusters
  Score: Raw -341439.467761 + Penalty 2694.671152 = -338744.796610
  nChanged 32
		SP:Iteration 19Q (181823.130000 sec): 3 clusters
  Score: Raw -341453.961111 + Penalty 2694.671152 = -338759.289959
  nChanged 34
		SP:Iteration 20F (181823.210000 sec): 3 clusters
  Score: Raw -341470.197977 + Penalty 2694.671152 = -338775.526826
  nChanged 31
		SP:Iteration 21Q (181823.280000 sec): 3 clusters
  Score: Raw -341484.597410 + Penalty 2694.671152 = -338789.926258
  nChanged 25
		SP:Iteration 22Q (181823.350000 sec): 3 clusters
  Score: Raw -341496.697370 + Penalty 2694.671152 = -338802.026218
  nChanged 37
		SP:Iteration 23Q (181823.430000 sec): 3 clusters
  Score: Raw -341515.301913 + Penalty 2694.671152 = -338820.630761
  nChanged 33
		SP:Iteration 24Q (181823.500000 sec): 3 clusters
  Score: Raw -341532.754920 + Penalty 2694.671152 = -338838.083768
  nChanged 33
		SP:Iteration 25Q (181823.570000 sec): 3 clusters
  Score: Raw -341544.649755 + Penalty 2694.671152 = -338849.978603
  nChanged 24
		SP:Iteration 26Q (181823.640000 sec): 3 clusters
  Score: Raw -341552.997034 + Penalty 2694.671152 = -338858.325882
  nChanged 19
		SP:Iteration 27Q (181823.710000 sec): 3 clusters
  Score: Raw -341559.825265 + Penalty 2694.671152 = -338865.154113
  nChanged 20
		SP:Iteration 28Q (181823.790000 sec): 3 clusters
  Score: Raw -341571.039206 + Penalty 2694.671152 = -338876.368055
  nChanged 28
		SP:Iteration 29Q (181823.860000 sec): 3 clusters
  Score: Raw -341584.398881 + Penalty 2694.671152 = -338889.727729
  nChanged 28
		SP:Iteration 30Q (181823.930000 sec): 3 clusters
  Score: Raw -341594.548568 + Penalty 2694.671152 = -338899.877416
  nChanged 16
		SP:Iteration 31Q (181824.010000 sec): 3 clusters
  Score: Raw -341599.716068 + Penalty 2694.671152 = -338905.044916
  nChanged 16
		SP:Iteration 32Q (181824.080000 sec): 3 clusters
  Score: Raw -341605.644617 + Penalty 2694.671152 = -338910.973465
  nChanged 17
		SP:Iteration 33Q (181824.150000 sec): 3 clusters
  Score: Raw -341609.953374 + Penalty 2694.671152 = -338915.282222
  nChanged 11
		SP:Iteration 34Q (181824.220000 sec): 3 clusters
  Score: Raw -341613.917711 + Penalty 2694.671152 = -338919.246560
  nChanged 10
		SP:Iteration 35Q (181824.390000 sec): 3 clusters
  Score: Raw -341615.775898 + Penalty 2694.671152 = -338921.104746
  nChanged 11
		SP:Iteration 36Q (181824.570000 sec): 3 clusters
  Score: Raw -341618.076877 + Penalty 2694.671152 = -338923.405725
  nChanged 11
		SP:Iteration 37Q (181824.750000 sec): 3 clusters
  Score: Raw -341620.642312 + Penalty 2694.671152 = -338925.971160
  nChanged 5
		SP:Iteration 38Q (181824.920000 sec): 3 clusters
  Score: Raw -341621.422731 + Penalty 2694.671152 = -338926.751579
  nChanged 3
		SP:Iteration 39Q (181825.090000 sec): 3 clusters
  Score: Raw -341622.044850 + Penalty 2694.671152 = -338927.373698
  nChanged 2
		SP:Iteration 40F (181825.270000 sec): 3 clusters
  Score: Raw -341622.852640 + Penalty 2694.671152 = -338928.181489
  nChanged 6
		SP:Iteration 41Q (181825.450000 sec): 3 clusters
  Score: Raw -341624.157819 + Penalty 2694.671152 = -338929.486667
  nChanged 5
		SP:Iteration 42Q (181825.620000 sec): 3 clusters
  Score: Raw -341625.507969 + Penalty 2694.671152 = -338930.836817
  nChanged 3
		SP:Iteration 43Q (181825.800000 sec): 3 clusters
  Score: Raw -341626.126066 + Penalty 2694.671152 = -338931.454914
  nChanged 5
		SP:Iteration 44Q (181825.970000 sec): 3 clusters
  Score: Raw -341628.029399 + Penalty 2694.671152 = -338933.358248
  nChanged 7
		SP:Iteration 45Q (181826.150000 sec): 3 clusters
  Score: Raw -341630.447082 + Penalty 2694.671152 = -338935.775930
  nChanged 6
		SP:Iteration 46Q (181826.330000 sec): 3 clusters
  Score: Raw -341632.846352 + Penalty 2694.671152 = -338938.175200
  nChanged 5
		SP:Iteration 47Q (181826.500000 sec): 3 clusters
  Score: Raw -341634.583708 + Penalty 2694.671152 = -338939.912556
  nChanged 6
		SP:Iteration 48Q (181826.680000 sec): 3 clusters
  Score: Raw -341637.274376 + Penalty 2694.671152 = -338942.603224
  nChanged 12
		SP:Iteration 49Q (181826.850000 sec): 3 clusters
  Score: Raw -341643.611426 + Penalty 2694.671152 = -338948.940274
  nChanged 9
		SP:Iteration 50Q (181827.030000 sec): 3 clusters
  Score: Raw -341647.703518 + Penalty 2694.671152 = -338953.032366
  nChanged 11
		SP:Iteration 51Q (181827.210000 sec): 3 clusters
  Score: Raw -341652.186951 + Penalty 2694.671152 = -338957.515799
  nChanged 13
		SP:Iteration 52Q (181827.380000 sec): 3 clusters
  Score: Raw -341657.484931 + Penalty 2694.671152 = -338962.813780
  nChanged 15
		SP:Iteration 53Q (181827.530000 sec): 3 clusters
  Score: Raw -341665.037247 + Penalty 2694.671152 = -338970.366095
  nChanged 25
		SP:Iteration 54Q (181827.610000 sec): 3 clusters
  Score: Raw -341678.040484 + Penalty 2694.671152 = -338983.369332
  nChanged 20
		SP:Iteration 55Q (181827.680000 sec): 3 clusters
  Score: Raw -341686.064267 + Penalty 2694.671152 = -338991.393115
  nChanged 19
		SP:Iteration 56Q (181827.750000 sec): 3 clusters
  Score: Raw -341692.661124 + Penalty 2694.671152 = -338997.989972
  nChanged 22
		SP:Iteration 57Q (181827.830000 sec): 3 clusters
  Score: Raw -341700.359455 + Penalty 2694.671152 = -339005.688303
  nChanged 15
		SP:Iteration 58Q (181827.900000 sec): 3 clusters
  Score: Raw -341705.121073 + Penalty 2694.671152 = -339010.449921
  nChanged 10
		SP:Iteration 59Q (181827.970000 sec): 3 clusters
  Score: Raw -341709.250673 + Penalty 2694.671152 = -339014.579521
  nChanged 13
		SP:Iteration 60F (181828.040000 sec): 3 clusters
  Score: Raw -341713.957272 + Penalty 2694.671152 = -339019.286120
  nChanged 11
		SP:Iteration 61Q (181828.110000 sec): 3 clusters
  Score: Raw -341718.429774 + Penalty 2694.671152 = -339023.758622
  nChanged 12
		SP:Iteration 62Q (181828.190000 sec): 3 clusters
  Score: Raw -341723.171968 + Penalty 2694.671152 = -339028.500816
  nChanged 6
		SP:Iteration 63Q (181828.260000 sec): 3 clusters
  Score: Raw -341725.274890 + Penalty 2694.671152 = -339030.603738
  nChanged 4
		SP:Iteration 64Q (181828.330000 sec): 3 clusters
  Score: Raw -341727.019096 + Penalty 2694.671152 = -339032.347944
  nChanged 6
		SP:Iteration 65Q (181828.400000 sec): 3 clusters
  Score: Raw -341730.349264 + Penalty 2694.671152 = -339035.678112
  nChanged 11
		SP:Iteration 66Q (181828.470000 sec): 3 clusters
  Score: Raw -341736.129806 + Penalty 2694.671152 = -339041.458654
  nChanged 11
		SP:Iteration 67Q (181828.550000 sec): 3 clusters
  Score: Raw -341741.086101 + Penalty 2694.671152 = -339046.414949
  nChanged 8
		SP:Iteration 68Q (181828.620000 sec): 3 clusters
  Score: Raw -341743.310147 + Penalty 2694.671152 = -339048.638996
  nChanged 10
		SP:Iteration 69Q (181828.690000 sec): 3 clusters
  Score: Raw -341747.271249 + Penalty 2694.671152 = -339052.600097
  nChanged 12
		SP:Iteration 70Q (181828.760000 sec): 3 clusters
  Score: Raw -341750.984872 + Penalty 2694.671152 = -339056.313720
  nChanged 4
		SP:Iteration 71Q (181828.830000 sec): 3 clusters
  Score: Raw -341752.043408 + Penalty 2694.671152 = -339057.372256
  nChanged 5
		SP:Iteration 72Q (181828.910000 sec): 3 clusters
  Score: Raw -341753.473460 + Penalty 2694.671152 = -339058.802308
  nChanged 6
		SP:Iteration 73Q (181828.980000 sec): 3 clusters
  Score: Raw -341755.801921 + Penalty 2694.671152 = -339061.130769
  nChanged 5
		SP:Iteration 74Q (181829.050000 sec): 3 clusters
  Score: Raw -341758.577645 + Penalty 2694.671152 = -339063.906493
  nChanged 9
		SP:Iteration 75Q (181829.120000 sec): 3 clusters
  Score: Raw -341763.524069 + Penalty 2694.671152 = -339068.852917
  nChanged 7
		SP:Iteration 76Q (181829.190000 sec): 3 clusters
  Score: Raw -341766.509975 + Penalty 2694.671152 = -339071.838823
  nChanged 6
		SP:Iteration 77Q (181829.270000 sec): 3 clusters
  Score: Raw -341768.501538 + Penalty 2694.671152 = -339073.830387
  nChanged 9
		SP:Iteration 78Q (181829.340000 sec): 3 clusters
  Score: Raw -341771.439438 + Penalty 2694.671152 = -339076.768286
  nChanged 3
		SP:Iteration 79Q (181829.480000 sec): 3 clusters
  Score: Raw -341772.401772 + Penalty 2694.671152 = -339077.730620
  nChanged 3
		SP:Iteration 80F (181829.670000 sec): 3 clusters
  Score: Raw -341773.510638 + Penalty 2694.671152 = -339078.839486
  nChanged 3
		SP:Iteration 81Q (181829.830000 sec): 3 clusters
  Score: Raw -341774.956510 + Penalty 2694.671152 = -339080.285358
  nChanged 7
		SP:Iteration 82Q (181830.010000 sec): 3 clusters
  Score: Raw -341777.199591 + Penalty 2694.671152 = -339082.528439
  nChanged 4
		SP:Iteration 83Q (181830.190000 sec): 3 clusters
  Score: Raw -341779.736858 + Penalty 2694.671152 = -339085.065706
  nChanged 2
		SP:Iteration 84Q (181830.360000 sec): 3 clusters
  Score: Raw -341781.044669 + Penalty 2694.671152 = -339086.373517
  nChanged 5
		SP:Iteration 85Q (181830.540000 sec): 3 clusters
  Score: Raw -341783.543174 + Penalty 2694.671152 = -339088.872022
  nChanged 3
		SP:Iteration 86Q (181830.710000 sec): 3 clusters
  Score: Raw -341785.362262 + Penalty 2694.671152 = -339090.691111
  nChanged 4
		SP:Iteration 87Q (181830.890000 sec): 3 clusters
  Score: Raw -341787.613519 + Penalty 2694.671152 = -339092.942367
  nChanged 5
		SP:Iteration 88Q (181831.060000 sec): 3 clusters
  Score: Raw -341790.217620 + Penalty 2694.671152 = -339095.546468
  nChanged 3
		SP:Iteration 89Q (181831.240000 sec): 3 clusters
  Score: Raw -341791.610209 + Penalty 2694.671152 = -339096.939057
  nChanged 1
		SP:Iteration 90Q (181831.410000 sec): 3 clusters
  Score: Raw -341791.860776 + Penalty 2694.671152 = -339097.189624
  nChanged 1
		SP:Iteration 91Q (181831.590000 sec): 3 clusters
  Score: Raw -341792.716928 + Penalty 2694.671152 = -339098.045776
  nChanged 3
		SP:Iteration 92Q (181831.770000 sec): 3 clusters
  Score: Raw -341793.587530 + Penalty 2694.671152 = -339098.916378
  nChanged 1
		SP:Iteration 93Q (181831.940000 sec): 3 clusters
  Score: Raw -341794.057889 + Penalty 2694.671152 = -339099.386737
  nChanged 2
		SP:Iteration 94Q (181832.120000 sec): 3 clusters
  Score: Raw -341794.733744 + Penalty 2694.671152 = -339100.062593
  nChanged 1
		SP:Iteration 95Q (181832.290000 sec): 3 clusters
  Score: Raw -341794.810780 + Penalty 2694.671152 = -339100.139628
  nChanged 0
		SP:Iteration 96F (181832.470000 sec): 3 clusters
  Score: Raw -341794.810780 + Penalty 2694.671152 = -339100.139628
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 112 (3076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181832.540000 sec): 2 clusters
  Score: Raw -263807.803405 + Penalty 1305.100116 = -262502.703289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181832.720000 sec): 3 clusters
  Score: Raw -262351.341540 + Penalty 2610.200232 = -259741.141308
  nChanged 1168
		SP:Iteration 1F (181832.890000 sec): 3 clusters
  Score: Raw -263063.489929 + Penalty 2610.200232 = -260453.289696
  nChanged 265
		SP:Iteration 2F (181833.070000 sec): 3 clusters
  Score: Raw -263261.687471 + Penalty 2610.200232 = -260651.487239
  nChanged 186
		SP:Iteration 3F (181833.250000 sec): 3 clusters
  Score: Raw -263420.854209 + Penalty 2610.200232 = -260810.653977
  nChanged 152
		SP:Iteration 4Q (181833.420000 sec): 3 clusters
  Score: Raw -263534.006245 + Penalty 2610.200232 = -260923.806013
  nChanged 106
		SP:Iteration 5Q (181833.590000 sec): 3 clusters
  Score: Raw -263597.629366 + Penalty 2610.200232 = -260987.429134
  nChanged 88
		SP:Iteration 6Q (181833.770000 sec): 3 clusters
  Score: Raw -263644.414893 + Penalty 2610.200232 = -261034.214661
  nChanged 69
		SP:Iteration 7Q (181833.950000 sec): 3 clusters
  Score: Raw -263684.473464 + Penalty 2610.200232 = -261074.273232
  nChanged 66
		SP:Iteration 8Q (181834.120000 sec): 3 clusters
  Score: Raw -263727.612059 + Penalty 2610.200232 = -261117.411826
  nChanged 77
		SP:Iteration 9Q (181834.300000 sec): 3 clusters
  Score: Raw -263780.577208 + Penalty 2610.200232 = -261170.376976
  nChanged 80
		SP:Iteration 10Q (181834.480000 sec): 3 clusters
  Score: Raw -263841.162182 + Penalty 2610.200232 = -261230.961949
  nChanged 103
		SP:Iteration 11Q (181834.650000 sec): 3 clusters
  Score: Raw -263930.520737 + Penalty 2610.200232 = -261320.320504
  nChanged 107
		SP:Iteration 12Q (181834.830000 sec): 3 clusters
  Score: Raw -264012.306865 + Penalty 2610.200232 = -261402.106633
  nChanged 88
		SP:Iteration 13Q (181835.000000 sec): 3 clusters
  Score: Raw -264091.210849 + Penalty 2610.200232 = -261481.010617
  nChanged 101
		SP:Iteration 14Q (181835.180000 sec): 3 clusters
  Score: Raw -264191.546061 + Penalty 2610.200232 = -261581.345828
  nChanged 108
		SP:Iteration 15Q (181835.350000 sec): 3 clusters
  Score: Raw -264291.404927 + Penalty 2610.200232 = -261681.204695
  nChanged 95
		SP:Iteration 16Q (181835.530000 sec): 3 clusters
  Score: Raw -264370.260056 + Penalty 2610.200232 = -261760.059823
  nChanged 78
		SP:Iteration 17Q (181835.700000 sec): 3 clusters
  Score: Raw -264422.129882 + Penalty 2610.200232 = -261811.929649
  nChanged 48
		SP:Iteration 18Q (181835.880000 sec): 3 clusters
  Score: Raw -264447.204981 + Penalty 2610.200232 = -261837.004749
  nChanged 46
		SP:Iteration 19Q (181836.060000 sec): 3 clusters
  Score: Raw -264475.817589 + Penalty 2610.200232 = -261865.617357
  nChanged 31
		SP:Iteration 20F (181836.250000 sec): 3 clusters
  Score: Raw -264496.783739 + Penalty 2610.200232 = -261886.583506
  nChanged 32
		SP:Iteration 21Q (181836.470000 sec): 3 clusters
  Score: Raw -264520.787334 + Penalty 2610.200232 = -261910.587102
  nChanged 35
		SP:Iteration 22Q (181836.630000 sec): 3 clusters
  Score: Raw -264538.079713 + Penalty 2610.200232 = -261927.879481
  nChanged 28
		SP:Iteration 23Q (181836.790000 sec): 3 clusters
  Score: Raw -264551.148959 + Penalty 2610.200232 = -261940.948727
  nChanged 24
		SP:Iteration 24Q (181836.940000 sec): 3 clusters
  Score: Raw -264561.890558 + Penalty 2610.200232 = -261951.690325
  nChanged 15
		SP:Iteration 25Q (181837.100000 sec): 3 clusters
  Score: Raw -264568.069144 + Penalty 2610.200232 = -261957.868912
  nChanged 13
		SP:Iteration 26Q (181837.250000 sec): 3 clusters
  Score: Raw -264571.670600 + Penalty 2610.200232 = -261961.470368
  nChanged 6
		SP:Iteration 27Q (181837.410000 sec): 3 clusters
  Score: Raw -264574.442851 + Penalty 2610.200232 = -261964.242618
  nChanged 5
		SP:Iteration 28Q (181837.560000 sec): 3 clusters
  Score: Raw -264576.005683 + Penalty 2610.200232 = -261965.805451
  nChanged 0
		SP:Iteration 29F (181837.680000 sec): 3 clusters
  Score: Raw -264576.005683 + Penalty 2610.200232 = -261965.805451
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 113 (787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181837.760000 sec): 2 clusters
  Score: Raw -59662.913056 + Penalty 1083.587090 = -58579.325965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181837.940000 sec): 3 clusters
  Score: Raw -59457.814256 + Penalty 2167.174181 = -57290.640076
  nChanged 209
		SP:Iteration 1F (181838.110000 sec): 3 clusters
  Score: Raw -59709.436247 + Penalty 2167.174181 = -57542.262066
  nChanged 68
		SP:Iteration 2F (181838.280000 sec): 3 clusters
  Score: Raw -59829.447292 + Penalty 2167.174181 = -57662.273111
  nChanged 42
		SP:Iteration 3F (181838.450000 sec): 3 clusters
  Score: Raw -59906.035624 + Penalty 2167.174181 = -57738.861443
  nChanged 33
		SP:Iteration 4Q (181838.610000 sec): 3 clusters
  Score: Raw -59944.479852 + Penalty 2167.174181 = -57777.305671
  nChanged 17
		SP:Iteration 5Q (181838.770000 sec): 3 clusters
  Score: Raw -59963.029289 + Penalty 2167.174181 = -57795.855108
  nChanged 11
		SP:Iteration 6Q (181838.930000 sec): 3 clusters
  Score: Raw -59983.504925 + Penalty 2167.174181 = -57816.330744
  nChanged 11
		SP:Iteration 7Q (181839.100000 sec): 3 clusters
  Score: Raw -59996.364620 + Penalty 2167.174181 = -57829.190439
  nChanged 10
		SP:Iteration 8Q (181839.260000 sec): 3 clusters
  Score: Raw -60008.665951 + Penalty 2167.174181 = -57841.491770
  nChanged 6
		SP:Iteration 9Q (181839.430000 sec): 3 clusters
  Score: Raw -60017.244097 + Penalty 2167.174181 = -57850.069916
  nChanged 9
		SP:Iteration 10Q (181839.590000 sec): 3 clusters
  Score: Raw -60023.500208 + Penalty 2167.174181 = -57856.326027
  nChanged 1
		SP:Iteration 11Q (181839.750000 sec): 3 clusters
  Score: Raw -60023.900831 + Penalty 2167.174181 = -57856.726651
  nChanged 0
		SP:Iteration 12F (181839.910000 sec): 3 clusters
  Score: Raw -60023.900831 + Penalty 2167.174181 = -57856.726651
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 114 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181840.000000 sec): 2 clusters
  Score: Raw -184772.971311 + Penalty 1218.746188 = -183554.225123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181840.160000 sec): 3 clusters
  Score: Raw -184045.426275 + Penalty 2437.492376 = -181607.933899
  nChanged 641
		SP:Iteration 1F (181840.300000 sec): 3 clusters
  Score: Raw -184455.675245 + Penalty 2437.492376 = -182018.182869
  nChanged 137
		SP:Iteration 2F (181840.500000 sec): 3 clusters
  Score: Raw -184541.303591 + Penalty 2437.492376 = -182103.811215
  nChanged 82
		SP:Iteration 3Q (181840.650000 sec): 3 clusters
  Score: Raw -184595.898914 + Penalty 2437.492376 = -182158.406538
  nChanged 49
		SP:Iteration 4Q (181840.810000 sec): 3 clusters
  Score: Raw -184630.238410 + Penalty 2437.492376 = -182192.746034
  nChanged 51
		SP:Iteration 5Q (181840.970000 sec): 3 clusters
  Score: Raw -184662.828531 + Penalty 2437.492376 = -182225.336155
  nChanged 31
		SP:Iteration 6Q (181841.120000 sec): 3 clusters
  Score: Raw -184684.649584 + Penalty 2437.492376 = -182247.157208
  nChanged 27
		SP:Iteration 7Q (181841.280000 sec): 3 clusters
  Score: Raw -184702.318969 + Penalty 2437.492376 = -182264.826593
  nChanged 18
		SP:Iteration 8Q (181841.440000 sec): 3 clusters
  Score: Raw -184713.327324 + Penalty 2437.492376 = -182275.834948
  nChanged 14
		SP:Iteration 9Q (181841.600000 sec): 3 clusters
  Score: Raw -184719.312228 + Penalty 2437.492376 = -182281.819852
  nChanged 13
		SP:Iteration 10Q (181841.760000 sec): 3 clusters
  Score: Raw -184729.781608 + Penalty 2437.492376 = -182292.289232
  nChanged 18
		SP:Iteration 11Q (181841.920000 sec): 3 clusters
  Score: Raw -184739.388217 + Penalty 2437.492376 = -182301.895841
  nChanged 16
		SP:Iteration 12Q (181842.120000 sec): 3 clusters
  Score: Raw -184747.297410 + Penalty 2437.492376 = -182309.805035
  nChanged 8
		SP:Iteration 13Q (181842.270000 sec): 3 clusters
  Score: Raw -184751.369166 + Penalty 2437.492376 = -182313.876790
  nChanged 5
		SP:Iteration 14Q (181842.430000 sec): 3 clusters
  Score: Raw -184753.861814 + Penalty 2437.492376 = -182316.369439
  nChanged 7
		SP:Iteration 15Q (181842.580000 sec): 3 clusters
  Score: Raw -184757.751675 + Penalty 2437.492376 = -182320.259299
  nChanged 5
		SP:Iteration 16Q (181842.730000 sec): 3 clusters
  Score: Raw -184759.484938 + Penalty 2437.492376 = -182321.992563
  nChanged 3
		SP:Iteration 17Q (181842.850000 sec): 3 clusters
  Score: Raw -184761.005200 + Penalty 2437.492376 = -182323.512825
  nChanged 3
		SP:Iteration 18Q (181843.030000 sec): 3 clusters
  Score: Raw -184762.603846 + Penalty 2437.492376 = -182325.111470
  nChanged 4
		SP:Iteration 19Q (181843.200000 sec): 3 clusters
  Score: Raw -184764.455449 + Penalty 2437.492376 = -182326.963073
  nChanged 2
		SP:Iteration 20F (181843.380000 sec): 3 clusters
  Score: Raw -184765.216599 + Penalty 2437.492376 = -182327.724223
  nChanged 1
		SP:Iteration 21Q (181843.550000 sec): 3 clusters
  Score: Raw -184765.372967 + Penalty 2437.492376 = -182327.880591
  nChanged 1
		SP:Iteration 22Q (181843.730000 sec): 3 clusters
  Score: Raw -184765.729063 + Penalty 2437.492376 = -182328.236687
  nChanged 0
		SP:Iteration 23F (181843.910000 sec): 3 clusters
  Score: Raw -184765.729063 + Penalty 2437.492376 = -182328.236687
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 115 (6079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181844.020000 sec): 2 clusters
  Score: Raw -519435.993547 + Penalty 1415.796767 = -518020.196781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181844.230000 sec): 3 clusters
  Score: Raw -516208.979649 + Penalty 2831.593534 = -513377.386115
  nChanged 2489
		SP:Iteration 1F (181844.400000 sec): 3 clusters
  Score: Raw -517644.835776 + Penalty 2831.593534 = -514813.242242
  nChanged 477
		SP:Iteration 2F (181844.610000 sec): 3 clusters
  Score: Raw -517957.655691 + Penalty 2831.593534 = -515126.062157
  nChanged 413
		SP:Iteration 3F (181844.770000 sec): 3 clusters
  Score: Raw -518221.068794 + Penalty 2831.593534 = -515389.475261
  nChanged 356
		SP:Iteration 4F (181844.940000 sec): 3 clusters
  Score: Raw -518431.812324 + Penalty 2831.593534 = -515600.218791
  nChanged 270
		SP:Iteration 5Q (181845.110000 sec): 3 clusters
  Score: Raw -518602.869254 + Penalty 2831.593534 = -515771.275720
  nChanged 226
		SP:Iteration 6Q (181845.270000 sec): 3 clusters
  Score: Raw -518713.049011 + Penalty 2831.593534 = -515881.455477
  nChanged 195
		SP:Iteration 7Q (181845.460000 sec): 3 clusters
  Score: Raw -518810.165504 + Penalty 2831.593534 = -515978.571970
  nChanged 160
		SP:Iteration 8Q (181845.650000 sec): 3 clusters
  Score: Raw -518885.933269 + Penalty 2831.593534 = -516054.339736
  nChanged 161
		SP:Iteration 9Q (181845.870000 sec): 3 clusters
  Score: Raw -518969.572927 + Penalty 2831.593534 = -516137.979393
  nChanged 152
		SP:Iteration 10Q (181846.010000 sec): 3 clusters
  Score: Raw -519037.430277 + Penalty 2831.593534 = -516205.836744
  nChanged 126
		SP:Iteration 11Q (181846.180000 sec): 3 clusters
  Score: Raw -519095.452436 + Penalty 2831.593534 = -516263.858902
  nChanged 118
		SP:Iteration 12Q (181846.350000 sec): 3 clusters
  Score: Raw -519144.250431 + Penalty 2831.593534 = -516312.656898
  nChanged 101
		SP:Iteration 13Q (181846.520000 sec): 3 clusters
  Score: Raw -519188.832384 + Penalty 2831.593534 = -516357.238851
  nChanged 91
		SP:Iteration 14Q (181846.690000 sec): 3 clusters
  Score: Raw -519228.881788 + Penalty 2831.593534 = -516397.288255
  nChanged 95
		SP:Iteration 15Q (181846.860000 sec): 3 clusters
  Score: Raw -519287.133874 + Penalty 2831.593534 = -516455.540340
  nChanged 97
		SP:Iteration 16Q (181847.010000 sec): 3 clusters
  Score: Raw -519368.068858 + Penalty 2831.593534 = -516536.475324
  nChanged 113
		SP:Iteration 17Q (181847.170000 sec): 3 clusters
  Score: Raw -519459.697854 + Penalty 2831.593534 = -516628.104320
  nChanged 115
		SP:Iteration 18Q (181847.320000 sec): 3 clusters
  Score: Raw -519530.320743 + Penalty 2831.593534 = -516698.727209
  nChanged 100
		SP:Iteration 19Q (181847.520000 sec): 3 clusters
  Score: Raw -519601.032432 + Penalty 2831.593534 = -516769.438899
  nChanged 100
		SP:Iteration 20F (181847.720000 sec): 3 clusters
  Score: Raw -519649.048157 + Penalty 2831.593534 = -516817.454624
  nChanged 84
		SP:Iteration 21Q (181847.910000 sec): 3 clusters
  Score: Raw -519686.078148 + Penalty 2831.593534 = -516854.484615
  nChanged 74
		SP:Iteration 22Q (181848.090000 sec): 3 clusters
  Score: Raw -519713.374807 + Penalty 2831.593534 = -516881.781273
  nChanged 53
		SP:Iteration 23Q (181848.300000 sec): 3 clusters
  Score: Raw -519735.240312 + Penalty 2831.593534 = -516903.646778
  nChanged 50
		SP:Iteration 24Q (181848.470000 sec): 3 clusters
  Score: Raw -519756.245425 + Penalty 2831.593534 = -516924.651891
  nChanged 52
		SP:Iteration 25Q (181848.640000 sec): 3 clusters
  Score: Raw -519771.019584 + Penalty 2831.593534 = -516939.426050
  nChanged 36
		SP:Iteration 26Q (181848.810000 sec): 3 clusters
  Score: Raw -519780.345887 + Penalty 2831.593534 = -516948.752353
  nChanged 22
		SP:Iteration 27Q (181848.980000 sec): 3 clusters
  Score: Raw -519786.479378 + Penalty 2831.593534 = -516954.885845
  nChanged 16
		SP:Iteration 28Q (181849.150000 sec): 3 clusters
  Score: Raw -519790.646886 + Penalty 2831.593534 = -516959.053352
  nChanged 16
		SP:Iteration 29Q (181849.310000 sec): 3 clusters
  Score: Raw -519796.782030 + Penalty 2831.593534 = -516965.188496
  nChanged 20
		SP:Iteration 30Q (181849.490000 sec): 3 clusters
  Score: Raw -519801.297336 + Penalty 2831.593534 = -516969.703803
  nChanged 23
		SP:Iteration 31Q (181849.650000 sec): 3 clusters
  Score: Raw -519806.880874 + Penalty 2831.593534 = -516975.287341
  nChanged 25
		SP:Iteration 32Q (181849.820000 sec): 3 clusters
  Score: Raw -519815.923222 + Penalty 2831.593534 = -516984.329689
  nChanged 22
		SP:Iteration 33Q (181849.990000 sec): 3 clusters
  Score: Raw -519824.038831 + Penalty 2831.593534 = -516992.445298
  nChanged 26
		SP:Iteration 34Q (181850.230000 sec): 3 clusters
  Score: Raw -519831.908550 + Penalty 2831.593534 = -517000.315017
  nChanged 22
		SP:Iteration 35Q (181850.410000 sec): 3 clusters
  Score: Raw -519836.995924 + Penalty 2831.593534 = -517005.402390
  nChanged 12
		SP:Iteration 36Q (181850.580000 sec): 3 clusters
  Score: Raw -519839.235062 + Penalty 2831.593534 = -517007.641529
  nChanged 11
		SP:Iteration 37Q (181850.750000 sec): 3 clusters
  Score: Raw -519841.630407 + Penalty 2831.593534 = -517010.036874
  nChanged 10
		SP:Iteration 38Q (181850.920000 sec): 3 clusters
  Score: Raw -519843.165722 + Penalty 2831.593534 = -517011.572189
  nChanged 7
		SP:Iteration 39Q (181851.090000 sec): 3 clusters
  Score: Raw -519844.671713 + Penalty 2831.593534 = -517013.078180
  nChanged 9
		SP:Iteration 40F (181851.260000 sec): 3 clusters
  Score: Raw -519847.084322 + Penalty 2831.593534 = -517015.490788
  nChanged 11
		SP:Iteration 41Q (181851.430000 sec): 3 clusters
  Score: Raw -519849.535140 + Penalty 2831.593534 = -517017.941607
  nChanged 12
		SP:Iteration 42Q (181851.590000 sec): 3 clusters
  Score: Raw -519852.872507 + Penalty 2831.593534 = -517021.278973
  nChanged 12
		SP:Iteration 43Q (181851.770000 sec): 3 clusters
  Score: Raw -519855.406012 + Penalty 2831.593534 = -517023.812478
  nChanged 8
		SP:Iteration 44Q (181851.930000 sec): 3 clusters
  Score: Raw -519857.008141 + Penalty 2831.593534 = -517025.414607
  nChanged 6
		SP:Iteration 45Q (181852.100000 sec): 3 clusters
  Score: Raw -519859.086944 + Penalty 2831.593534 = -517027.493411
  nChanged 13
		SP:Iteration 46Q (181852.270000 sec): 3 clusters
  Score: Raw -519861.551890 + Penalty 2831.593534 = -517029.958357
  nChanged 6
		SP:Iteration 47Q (181852.440000 sec): 3 clusters
  Score: Raw -519862.539928 + Penalty 2831.593534 = -517030.946394
  nChanged 3
		SP:Iteration 48Q (181852.610000 sec): 3 clusters
  Score: Raw -519862.994945 + Penalty 2831.593534 = -517031.401411
  nChanged 4
		SP:Iteration 49Q (181852.780000 sec): 3 clusters
  Score: Raw -519863.796833 + Penalty 2831.593534 = -517032.203300
  nChanged 2
		SP:Iteration 50Q (181852.950000 sec): 3 clusters
  Score: Raw -519864.067364 + Penalty 2831.593534 = -517032.473830
  nChanged 0
		SP:Iteration 51F (181853.110000 sec): 3 clusters
  Score: Raw -519864.067364 + Penalty 2831.593534 = -517032.473830
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 116 (2187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181853.190000 sec): 2 clusters
  Score: Raw -214481.537767 + Penalty 1249.671478 = -213231.866289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181853.360000 sec): 3 clusters
  Score: Raw -213531.204357 + Penalty 2499.342957 = -211031.861401
  nChanged 764
		SP:Iteration 1F (181853.540000 sec): 3 clusters
  Score: Raw -214005.626796 + Penalty 2499.342957 = -211506.283839
  nChanged 158
		SP:Iteration 2F (181853.710000 sec): 3 clusters
  Score: Raw -214116.521929 + Penalty 2499.342957 = -211617.178973
  nChanged 87
		SP:Iteration 3Q (181853.900000 sec): 3 clusters
  Score: Raw -214171.461576 + Penalty 2499.342957 = -211672.118619
  nChanged 58
		SP:Iteration 4Q (181854.070000 sec): 3 clusters
  Score: Raw -214210.950197 + Penalty 2499.342957 = -211711.607240
  nChanged 56
		SP:Iteration 5Q (181854.240000 sec): 3 clusters
  Score: Raw -214245.055552 + Penalty 2499.342957 = -211745.712596
  nChanged 46
		SP:Iteration 6Q (181854.420000 sec): 3 clusters
  Score: Raw -214274.895596 + Penalty 2499.342957 = -211775.552640
  nChanged 46
		SP:Iteration 7Q (181854.590000 sec): 3 clusters
  Score: Raw -214299.055355 + Penalty 2499.342957 = -211799.712398
  nChanged 31
		SP:Iteration 8Q (181854.770000 sec): 3 clusters
  Score: Raw -214315.457951 + Penalty 2499.342957 = -211816.114994
  nChanged 16
		SP:Iteration 9Q (181854.940000 sec): 3 clusters
  Score: Raw -214322.830888 + Penalty 2499.342957 = -211823.487931
  nChanged 15
		SP:Iteration 10Q (181855.120000 sec): 3 clusters
  Score: Raw -214331.555474 + Penalty 2499.342957 = -211832.212518
  nChanged 16
		SP:Iteration 11Q (181855.290000 sec): 3 clusters
  Score: Raw -214337.320998 + Penalty 2499.342957 = -211837.978042
  nChanged 13
		SP:Iteration 12Q (181855.470000 sec): 3 clusters
  Score: Raw -214341.546953 + Penalty 2499.342957 = -211842.203996
  nChanged 7
		SP:Iteration 13Q (181855.650000 sec): 3 clusters
  Score: Raw -214344.543413 + Penalty 2499.342957 = -211845.200456
  nChanged 11
		SP:Iteration 14Q (181855.820000 sec): 3 clusters
  Score: Raw -214347.218088 + Penalty 2499.342957 = -211847.875131
  nChanged 5
		SP:Iteration 15Q (181856.000000 sec): 3 clusters
  Score: Raw -214348.259202 + Penalty 2499.342957 = -211848.916245
  nChanged 2
		SP:Iteration 16Q (181856.170000 sec): 3 clusters
  Score: Raw -214349.435526 + Penalty 2499.342957 = -211850.092569
  nChanged 6
		SP:Iteration 17Q (181856.350000 sec): 3 clusters
  Score: Raw -214351.031243 + Penalty 2499.342957 = -211851.688286
  nChanged 2
		SP:Iteration 18Q (181856.530000 sec): 3 clusters
  Score: Raw -214351.798536 + Penalty 2499.342957 = -211852.455580
  nChanged 3
		SP:Iteration 19Q (181856.700000 sec): 3 clusters
  Score: Raw -214352.821721 + Penalty 2499.342957 = -211853.478765
  nChanged 4
		SP:Iteration 20F (181856.880000 sec): 3 clusters
  Score: Raw -214354.339635 + Penalty 2499.342957 = -211854.996679
  nChanged 5
		SP:Iteration 21Q (181857.050000 sec): 3 clusters
  Score: Raw -214357.454158 + Penalty 2499.342957 = -211858.111201
  nChanged 9
		SP:Iteration 22Q (181857.230000 sec): 3 clusters
  Score: Raw -214361.846895 + Penalty 2499.342957 = -211862.503938
  nChanged 9
		SP:Iteration 23Q (181857.410000 sec): 3 clusters
  Score: Raw -214366.047376 + Penalty 2499.342957 = -211866.704419
  nChanged 8
		SP:Iteration 24Q (181857.580000 sec): 3 clusters
  Score: Raw -214368.722231 + Penalty 2499.342957 = -211869.379274
  nChanged 3
		SP:Iteration 25Q (181857.760000 sec): 3 clusters
  Score: Raw -214369.483209 + Penalty 2499.342957 = -211870.140252
  nChanged 1
		SP:Iteration 26Q (181857.930000 sec): 3 clusters
  Score: Raw -214370.098631 + Penalty 2499.342957 = -211870.755674
  nChanged 4
		SP:Iteration 27Q (181858.110000 sec): 3 clusters
  Score: Raw -214371.579495 + Penalty 2499.342957 = -211872.236538
  nChanged 5
		SP:Iteration 28Q (181858.290000 sec): 3 clusters
  Score: Raw -214374.711643 + Penalty 2499.342957 = -211875.368686
  nChanged 11
		SP:Iteration 29Q (181858.460000 sec): 3 clusters
  Score: Raw -214382.552521 + Penalty 2499.342957 = -211883.209564
  nChanged 18
		SP:Iteration 30Q (181858.640000 sec): 3 clusters
  Score: Raw -214392.214707 + Penalty 2499.342957 = -211892.871750
  nChanged 13
		SP:Iteration 31Q (181858.810000 sec): 3 clusters
  Score: Raw -214400.013493 + Penalty 2499.342957 = -211900.670536
  nChanged 13
		SP:Iteration 32Q (181858.990000 sec): 3 clusters
  Score: Raw -214405.636831 + Penalty 2499.342957 = -211906.293874
  nChanged 15
		SP:Iteration 33Q (181859.160000 sec): 3 clusters
  Score: Raw -214415.271471 + Penalty 2499.342957 = -211915.928515
  nChanged 15
		SP:Iteration 34Q (181859.340000 sec): 3 clusters
  Score: Raw -214424.289913 + Penalty 2499.342957 = -211924.946956
  nChanged 16
		SP:Iteration 35Q (181859.510000 sec): 3 clusters
  Score: Raw -214430.770491 + Penalty 2499.342957 = -211931.427534
  nChanged 12
		SP:Iteration 36Q (181859.690000 sec): 3 clusters
  Score: Raw -214435.036830 + Penalty 2499.342957 = -211935.693873
  nChanged 6
		SP:Iteration 37Q (181859.850000 sec): 3 clusters
  Score: Raw -214437.895787 + Penalty 2499.342957 = -211938.552830
  nChanged 8
		SP:Iteration 38Q (181860.010000 sec): 3 clusters
  Score: Raw -214441.474774 + Penalty 2499.342957 = -211942.131817
  nChanged 11
		SP:Iteration 39Q (181860.180000 sec): 3 clusters
  Score: Raw -214446.833753 + Penalty 2499.342957 = -211947.490796
  nChanged 8
		SP:Iteration 40F (181860.340000 sec): 3 clusters
  Score: Raw -214449.911232 + Penalty 2499.342957 = -211950.568275
  nChanged 7
		SP:Iteration 41Q (181860.510000 sec): 3 clusters
  Score: Raw -214452.939909 + Penalty 2499.342957 = -211953.596953
  nChanged 4
		SP:Iteration 42Q (181860.670000 sec): 3 clusters
  Score: Raw -214454.908894 + Penalty 2499.342957 = -211955.565938
  nChanged 10
		SP:Iteration 43Q (181860.830000 sec): 3 clusters
  Score: Raw -214461.002492 + Penalty 2499.342957 = -211961.659535
  nChanged 8
		SP:Iteration 44Q (181861.000000 sec): 3 clusters
  Score: Raw -214465.378819 + Penalty 2499.342957 = -211966.035862
  nChanged 11
		SP:Iteration 45Q (181861.160000 sec): 3 clusters
  Score: Raw -214472.669244 + Penalty 2499.342957 = -211973.326287
  nChanged 16
		SP:Iteration 46Q (181861.330000 sec): 3 clusters
  Score: Raw -214479.221147 + Penalty 2499.342957 = -211979.878191
  nChanged 10
		SP:Iteration 47Q (181861.490000 sec): 3 clusters
  Score: Raw -214483.614383 + Penalty 2499.342957 = -211984.271426
  nChanged 5
		SP:Iteration 48Q (181861.650000 sec): 3 clusters
  Score: Raw -214485.867691 + Penalty 2499.342957 = -211986.524735
  nChanged 4
		SP:Iteration 49Q (181861.810000 sec): 3 clusters
  Score: Raw -214489.403148 + Penalty 2499.342957 = -211990.060191
  nChanged 9
		SP:Iteration 50Q (181861.980000 sec): 3 clusters
  Score: Raw -214494.181139 + Penalty 2499.342957 = -211994.838182
  nChanged 6
		SP:Iteration 51Q (181862.140000 sec): 3 clusters
  Score: Raw -214496.638111 + Penalty 2499.342957 = -211997.295154
  nChanged 7
		SP:Iteration 52Q (181862.310000 sec): 3 clusters
  Score: Raw -214500.277070 + Penalty 2499.342957 = -212000.934113
  nChanged 9
		SP:Iteration 53Q (181862.480000 sec): 3 clusters
  Score: Raw -214503.572876 + Penalty 2499.342957 = -212004.229919
  nChanged 4
		SP:Iteration 54Q (181862.650000 sec): 3 clusters
  Score: Raw -214504.946226 + Penalty 2499.342957 = -212005.603269
  nChanged 2
		SP:Iteration 55Q (181862.830000 sec): 3 clusters
  Score: Raw -214506.116507 + Penalty 2499.342957 = -212006.773551
  nChanged 3
		SP:Iteration 56Q (181863.010000 sec): 3 clusters
  Score: Raw -214507.189034 + Penalty 2499.342957 = -212007.846077
  nChanged 1
		SP:Iteration 57Q (181863.180000 sec): 3 clusters
  Score: Raw -214507.350958 + Penalty 2499.342957 = -212008.008001
  nChanged 1
		SP:Iteration 58Q (181863.360000 sec): 3 clusters
  Score: Raw -214507.398511 + Penalty 2499.342957 = -212008.055555
  nChanged 0
		SP:Iteration 59F (181863.530000 sec): 3 clusters
  Score: Raw -214507.398511 + Penalty 2499.342957 = -212008.055555
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 117 (5807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (181863.650000 sec): 2 clusters
  Score: Raw -510684.545977 + Penalty 1408.358147 = -509276.187830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (181863.830000 sec): 3 clusters
  Score: Raw -507606.727562 + Penalty 2816.716294 = -504790.011268
  nChanged 2391
		SP:Iteration 1F (181864.000000 sec): 3 clusters
  Score: Raw -508995.305827 + Penalty 2816.716294 = -506178.589533
  nChanged 390
		SP:Iteration 2F (181864.170000 sec): 3 clusters
  Score: Raw -509185.400186 + Penalty 2816.716294 = -506368.683892
  nChanged 272
		SP:Iteration 3Q (181864.340000 sec): 3 clusters
  Score: Raw -509324.324182 + Penalty 2816.716294 = -506507.607888
  nChanged 223
		SP:Iteration 4Q (181864.510000 sec): 3 clusters
  Score: Raw -509415.136813 + Penalty 2816.716294 = -506598.420519
  nChanged 187
		SP:Iteration 5Q (181864.680000 sec): 3 clusters
  Score: Raw -509486.927766 + Penalty 2816.716294 = -506670.211473
  nChanged 151
		SP:Iteration 6Q (181864.850000 sec): 3 clusters
  Score: Raw -509546.407849 + Penalty 2816.716294 = -506729.691556
  nChanged 131
		SP:Iteration 7Q (181865.020000 sec): 3 clusters
  Score: Raw -509597.074982 + Penalty 2816.716294 = -506780.358688
  nChanged 140
		SP:Iteration 8Q (181865.190000 sec): 3 clusters
  Score: Raw -509656.737177 + Penalty 2816.716294 = -506840.020883
  nChanged 147
		SP:Iteration 9Q (181865.360000 sec): 3 clusters
  Score: Raw -509713.801156 + Penalty 2816.716294 = -506897.084862
  nChanged 114
		SP:Iteration 10Q (181865.530000 sec): 3 clusters
  Score: Raw -509764.035948 + Penalty 2816.716294 = -506947.319655
  nChanged 119
		SP:Iteration 11Q (181865.700000 sec): 3 clusters
  Score: Raw -509814.382377 + Penalty 2816.716294 = -506997.666084
  nChanged 122
		SP:Iteration 12Q (181865.870000 sec): 3 clusters
  Score: Raw -509853.368349 + Penalty 2816.716294 = -507036.652055
  nChanged 89
		SP:Iteration 13Q (181866.040000 sec): 3 clusters
  Score: Raw -509876.889731 + Penalty 2816.716294 = -507060.173438
  nChanged 80
		SP:Iteration 14Q (181866.210000 sec): 3 clusters
  Score: Raw -509901.343456 + Penalty 2816.716294 = -507084.627162
  nChanged 76
		SP:Iteration 15Q (181866.380000 sec): 3 clusters
  Score: Raw -509923.839551 + Penalty 2816.716294 = -507107.123257
  nChanged 69
		SP:Iteration 16Q (181866.550000 sec): 3 clusters
  Score: Raw -509943.313386 + Penalty 2816.716294 = -507126.597092
  nChanged 61
		SP:Iteration 17Q (181866.720000 sec): 3 clusters
  Score: Raw -509959.870621 + Penalty 2816.716294 = -507143.154327
  nChanged 64
		SP:Iteration 18Q (181866.890000 sec): 3 clusters
  Score: Raw -509974.500092 + Penalty 2816.716294 = -507157.783798
  nChanged 37
		SP:Iteration 19Q (181867.100000 sec): 3 clusters
  Score: Raw -509981.882570 + Penalty 2816.716294 = -507165.166276
  nChanged 38
		SP:Iteration 20F (181867.270000 sec): 3 clusters
  Score: Raw -509991.318706 + Penalty 2816.716294 = -507174.602412
  nChanged 35
		SP:Iteration 21Q (181867.440000 sec): 3 clusters
  Score: Raw -509998.286653 + Penalty 2816.716294 = -507181.570359
  nChanged 38
		SP:Iteration 22Q (181867.610000 sec): 3 clusters
  Score: Raw -510008.462023 + Penalty 2816.716294 = -507191.745730
  nChanged 48
		SP:Iteration 23Q (181867.780000 sec): 3 clusters
  Score: Raw -510022.798258 + Penalty 2816.716294 = -507206.081964
  nChanged 47
		SP:Iteration 24Q (181867.950000 sec): 3 clusters
  Score: Raw -510034.542119 + Penalty 2816.716294 = -507217.825825
  nChanged 37
		SP:Iteration 25Q (181868.120000 sec): 3 clusters
  Score: Raw -510043.168395 + Penalty 2816.716294 = -507226.452101
  nChanged 40
		SP:Iteration 26Q (181868.290000 sec): 3 clusters
  Score: Raw -510052.027319 + Penalty 2816.716294 = -507235.311025
  nChanged 47
		SP:Iteration 27Q (181868.460000 sec): 3 clusters
  Score: Raw -510063.808083 + Penalty 2816.716294 = -507247.091790
  nChanged 52
		SP:Iteration 28Q (181868.630000 sec): 3 clusters
  Score: Raw -510079.483717 + Penalty 2816.716294 = -507262.767423
  nChanged 40
		SP:Iteration 29Q (181868.800000 sec): 3 clusters
  Score: Raw -510088.654394 + Penalty 2816.716294 = -507271.938100
  nChanged 30
		SP:Iteration 30Q (181868.970000 sec): 3 clusters
  Score: Raw -510095.028609 + Penalty 2816.716294 = -507278.312315
  nChanged 33
		SP:Iteration 31Q (181869.170000 sec): 3 clusters
  Score: Raw -510102.910962 + Penalty 2816.716294 = -507286.194668
  nChanged 40
		SP:Iteration 32Q (181869.360000 sec): 3 clusters
  Score: Raw -510111.871002 + Penalty 2816.716294 = -507295.154708
  nChanged 32
		SP:Iteration 33Q (181869.580000 sec): 3 clusters
  Score: Raw -510118.387977 + Penalty 2816.716294 = -507301.671684
  nChanged 31
		SP:Iteration 34Q (181869.790000 sec): 3 clusters
  Score: Raw -510126.000708 + Penalty 2816.716294 = -507309.284415
  nChanged 51
		SP:Iteration 35Q (181869.980000 sec): 3 clusters
  Score: Raw -510138.334282 + Penalty 2816.716294 = -507321.617989
  nChanged 46
		SP:Iteration 36Q (181870.210000 sec): 3 clusters
  Score: Raw -510150.943904 + Penalty 2816.716294 = -507334.227610
  nChanged 54
		SP:Iteration 37Q (181870.350000 sec): 3 clusters
  Score: Raw -510165.148489 + Penalty 2816.716294 = -507348.432195
  nChanged 52
		SP:Iteration 38Q (181870.520000 sec): 3 clusters
  Score: Raw -510180.770968 + Penalty 2816.716294 = -507364.054675
  nChanged 46
		SP:Iteration 39Q (181870.690000 sec): 3 clusters
  Score: Raw -510196.960797 + Penalty 2816.716294 = -507380.244503
  nChanged 61
		SP:Iteration 40F (181870.860000 sec): 3 clusters
  Score: Raw -510218.179848 + Penalty 2816.716294 = -507401.463554
  nChanged 58
		SP:Iteration 41Q (181871.020000 sec): 3 clusters
  Score: Raw -510237.143701 + Penalty 2816.716294 = -507420.427407
  nChanged 55
		SP:Iteration 42Q (181871.200000 sec): 3 clusters
  Score: Raw -510252.843748 + Penalty 2816.716294 = -507436.127454
  nChanged 44
		SP:Iteration 43Q (181871.360000 sec): 3 clusters
  Score: Raw -510263.057982 + Penalty 2816.716294 = -507446.341688
  nChanged 33
		SP:Iteration 44Q (181871.530000 sec): 3 clusters
  Score: Raw -510271.999635 + Penalty 2816.716294 = -507455.283341
  nChanged 40
		SP:Iteration 45Q (181871.700000 sec): 3 clusters
  Score: Raw -510284.441833 + Penalty 2816.716294 = -507467.725540
  nChanged 42
		SP:Iteration 46Q (181871.870000 sec): 3 clusters
  Score: Raw -510297.539818 + Penalty 2816.716294 = -507480.823524
  nChanged 40
		SP:Iteration 47Q (181872.040000 sec): 3 clusters
  Score: Raw -510308.180338 + Penalty 2816.716294 = -507491.464045
  nChanged 36
		SP:Iteration 48Q (181872.210000 sec): 3 clusters
  Score: Raw -510318.281367 + Penalty 2816.716294 = -507501.565073
  nChanged 37
		SP:Iteration 49Q (181872.380000 sec): 3 clusters
  Score: Raw -510328.760108 + Penalty 2816.716294 = -507512.043814
  nChanged 32
		SP:Iteration 50Q (181872.550000 sec): 3 clusters
  Score: Raw -510340.172884 + Penalty 2816.716294 = -507523.456591
  nChanged 39
		SP:Iteration 51Q (181872.720000 sec): 3 clusters
  Score: Raw -510353.748880 + Penalty 2816.716294 = -507537.032586
  nChanged 43
		SP:Iteration 52Q (181872.930000 sec): 3 clusters
  Score: Raw -510370.362528 + Penalty 2816.716294 = -507553.646234
  nChanged 48
		SP:Iteration 53Q (181873.100000 sec): 3 clusters
  Score: Raw -510383.722270 + Penalty 2816.716294 = -507567.005976
  nChanged 37
		SP:Iteration 54Q (181873.270000 sec): 3 clusters
  Score: Raw -510394.536405 + Penalty 2816.716294 = -507577.820111
  nChanged 35
		SP:Iteration 55Q (181873.440000 sec): 3 clusters
  Score: Raw -510406.298128 + Penalty 2816.716294 = -507589.581835
  nChanged 39
		SP:Iteration 56Q (181873.610000 sec): 3 clusters
  Score: Raw -510420.455392 + Penalty 2816.716294 = -507603.739098
  nChanged 37
		SP:Iteration 57Q (181873.780000 sec): 3 clusters
  Score: Raw -510432.232446 + Penalty 2816.716294 = -507615.516152
  nChanged 35
		SP:Iteration 58Q (181873.950000 sec): 3 clusters
  Score: Raw -510446.270791 + Penalty 2816.716294 = -507629.554497
  nChanged 45
		SP:Iteration 59Q (181874.120000 sec): 3 clusters
  Score: Raw -510460.326728 + Penalty 2816.716294 = -507643.610435
  nChanged 32
		SP:Iteration 60F (181874.290000 sec): 3 clusters
  Score: Raw -510467.344139 + Penalty 2816.716294 = -507650.627845
  nChanged 23
		SP:Iteration 61Q (181874.460000 sec): 3 clusters
  Score: Raw -510473.056600 + Penalty 2816.716294 = -507656.340306
  nChanged 22
		SP:Iteration 62Q (181874.630000 sec): 3 clusters
  Score: Raw -510477.750166 + Penalty 2816.716294 = -507661.033872
  nChanged 23
		SP:Iteration 63Q (181874.800000 sec): 3 clusters
  Score: Raw -510483.946569 + Penalty 2816.716294 = -507667.230275
  nChanged 16
		SP:Iteration 64Q (181874.970000 sec): 3 clusters
  Score: Raw -510489.417237 + Penalty 2816.716294 = -507672.700943
  nChanged 29
		SP:Iteration 65Q (181875.180000 sec): 3 clusters
  Score: Raw -510497.080824 + Penalty 2816.716294 = -507680.364530
  nChanged 30
		SP:Iteration 66Q (181875.350000 sec): 3 clusters
  Score: Raw -510504.948924 + Penalty 2816.716294 = -507688.232630
  nChanged 28
		SP:Iteration 67Q (181875.520000 sec): 3 clusters
  Score: Raw -510512.663790 + Penalty 2816.716294 = -507695.947496
  nChanged 18
		SP:Iteration 68Q (181875.690000 sec): 3 clusters
  Score: Raw -510517.360422 + Penalty 2816.716294 = -507700.644128
  nChanged 20
		SP:Iteration 69Q (181875.860000 sec): 3 clusters
  Score: Raw -510522.224894 + Penalty 2816.716294 = -507705.508600
  nChanged 26
		SP:Iteration 70Q (181876.030000 sec): 3 clusters
  Score: Raw -510528.526190 + Penalty 2816.716294 = -507711.809896
  nChanged 19
		SP:Iteration 71Q (181876.200000 sec): 3 clusters
  Score: Raw -510532.833880 + Penalty 2816.716294 = -507716.117586
  nChanged 13
		SP:Iteration 72Q (181876.370000 sec): 3 clusters
  Score: Raw -510535.553829 + Penalty 2816.716294 = -507718.837536
  nChanged 14
		SP:Iteration 73Q (181876.540000 sec): 3 clusters
  Score: Raw -510539.105136 + Penalty 2816.716294 = -507722.388843
  nChanged 17
		SP:Iteration 74Q (181876.710000 sec): 3 clusters
  Score: Raw -510543.311512 + Penalty 2816.716294 = -507726.595219
  nChanged 10
		SP:Iteration 75Q (181876.880000 sec): 3 clusters
  Score: Raw -510545.326371 + Penalty 2816.716294 = -507728.610077
  nChanged 4
		SP:Iteration 76Q (181877.050000 sec): 3 clusters
  Score: Raw -510546.064463 + Penalty 2816.716294 = -507729.348169
  nChanged 7
		SP:Iteration 77Q (181877.220000 sec): 3 clusters
  Score: Raw -510547.525188 + Penalty 2816.716294 = -507730.808895
  nChanged 13
		SP:Iteration 78Q (181877.390000 sec): 3 clusters
  Score: Raw -510550.886430 + Penalty 2816.716294 = -507734.170137
  nChanged 17
		SP:Iteration 79Q (181877.560000 sec): 3 clusters
  Score: Raw -510554.358052 + Penalty 2816.716294 = -507737.641758
  nChanged 11
		SP:Iteration 80F (181877.730000 sec): 3 clusters
  Score: Raw -510556.533133 + Penalty 2816.716294 = -507739.816839
  nChanged 9
		SP:Iteration 81Q (181877.900000 sec): 3 clusters
  Score: Raw -510558.012527 + Penalty 2816.716294 = -507741.296233
  nChanged 7
		SP:Iteration 82Q (181878.070000 sec): 3 clusters
  Score: Raw -510558.927960 + Penalty 2816.716294 = -507742.211667
  nChanged 4
		SP:Iteration 83Q (181878.280000 sec): 3 clusters
  Score: Raw -510559.772429 + Penalty 2816.716294 = -507743.056135
  nChanged 4
		SP:Iteration 84Q (181878.450000 sec): 3 clusters
  Score: Raw -510560.740101 + Penalty 2816.716294 = -507744.023807
  nChanged 9
		SP:Iteration 85Q (181878.620000 sec): 3 clusters
  Score: Raw -510562.116003 + Penalty 2816.716294 = -507745.399709
  nChanged 8
		SP:Iteration 86Q (181878.790000 sec): 3 clusters
  Score: Raw -510563.515940 + Penalty 2816.716294 = -507746.799647
  nChanged 10
		SP:Iteration 87Q (181878.960000 sec): 3 clusters
  Score: Raw -510566.660969 + Penalty 2816.716294 = -507749.944675
  nChanged 10
		SP:Iteration 88Q (181879.130000 sec): 3 clusters
  Score: Raw -510568.791207 + Penalty 2816.716294 = -507752.074913
  nChanged 12
		SP:Iteration 89Q (181879.300000 sec): 3 clusters
  Score: Raw -510572.073980 + Penalty 2816.716294 = -507755.357686
  nChanged 15
		SP:Iteration 90Q (181879.470000 sec): 3 clusters
  Score: Raw -510577.656295 + Penalty 2816.716294 = -507760.940001
  nChanged 17
		SP:Iteration 91Q (181879.640000 sec): 3 clusters
  Score: Raw -510582.873356 + Penalty 2816.716294 = -507766.157062
  nChanged 17
		SP:Iteration 92Q (181879.800000 sec): 3 clusters
  Score: Raw -510586.594740 + Penalty 2816.716294 = -507769.878446
  nChanged 15
		SP:Iteration 93Q (181880.000000 sec): 3 clusters
  Score: Raw -510590.622731 + Penalty 2816.716294 = -507773.906437
  nChanged 12
		SP:Iteration 94Q (181880.220000 sec): 3 clusters
  Score: Raw -510592.687621 + Penalty 2816.716294 = -507775.971327
  nChanged 14
		SP:Iteration 95Q (181880.380000 sec): 3 clusters
  Score: Raw -510595.746847 + Penalty 2816.716294 = -507779.030553
  nChanged 17
		SP:Iteration 96Q (181880.590000 sec): 3 clusters
  Score: Raw -510600.430551 + Penalty 2816.716294 = -507783.714257
  nChanged 6
		SP:Iteration 97Q (181880.800000 sec): 3 clusters
  Score: Raw -510601.525865 + Penalty 2816.716294 = -507784.809572
  nChanged 4
		SP:Iteration 98Q (181880.990000 sec): 3 clusters
  Score: Raw -510602.156106 + Penalty 2816.716294 = -507785.439812
  nChanged 3
		SP:Iteration 99Q (181881.150000 sec): 3 clusters
  Score: Raw -510602.849014 + Penalty 2816.716294 = -507786.132720
  nChanged 6
		SP:Iteration 100F (181881.350000 sec): 3 clusters
  Score: Raw -510603.796743 + Penalty 2816.716294 = -507787.080449
  nChanged 4
		SP:Iteration 101Q (181881.520000 sec): 3 clusters
  Score: Raw -510604.822687 + Penalty 2816.716294 = -507788.106394
  nChanged 4
		SP:Iteration 102Q (181881.730000 sec): 3 clusters
  Score: Raw -510605.749273 + Penalty 2816.716294 = -507789.032979
  nChanged 4
		SP:Iteration 103Q (181881.910000 sec): 3 clusters
  Score: Raw -510606.096563 + Penalty 2816.716294 = -507789.380269
  nChanged 2
		SP:Iteration 104Q (181882.080000 sec): 3 clusters
  Score: Raw -510606.433056 + Penalty 2816.716294 = -507789.716762
  nChanged 1
		SP:Iteration 105Q (181882.230000 sec): 3 clusters
  Score: Raw -510606.519915 + Penalty 2816.716294 = -507789.803621
  nChanged 0
		SP:Iteration 106F (181882.380000 sec): 3 clusters
  Score: Raw -510606.519915 + Penalty 2816.716294 = -507789.803621
  nChanged 0
Iteration 459Q (182046.440000 sec): 118 clusters
  Score: Raw -47064157.363125 + Penalty 252304.802133 = -46811852.560993
  nChanged 7
Iteration 460F (182269.120000 sec): 118 clusters
  Score: Raw -47064157.769279 + Penalty 252304.802133 = -46811852.967146
  nChanged 13
Iteration 461Q (182437.420000 sec): 118 clusters
  Score: Raw -47064158.922651 + Penalty 252304.802133 = -46811854.120519
  nChanged 15
Iteration 462Q (182608.770000 sec): 118 clusters
  Score: Raw -47064160.110809 + Penalty 252304.802133 = -46811855.308676
  nChanged 13
Iteration 463Q (182780.740000 sec): 118 clusters
  Score: Raw -47064161.058953 + Penalty 252304.802133 = -46811856.256820
  nChanged 9
Iteration 464Q (182950.870000 sec): 118 clusters
  Score: Raw -47064161.628005 + Penalty 252304.802133 = -46811856.825872
  nChanged 11
Iteration 465Q (183122.890000 sec): 118 clusters
  Score: Raw -47064162.342584 + Penalty 252304.802133 = -46811857.540451
  nChanged 12
Iteration 466Q (183294.430000 sec): 118 clusters
  Score: Raw -47064163.248857 + Penalty 252304.802133 = -46811858.446724
  nChanged 10
Iteration 467Q (183466.340000 sec): 118 clusters
  Score: Raw -47064163.891549 + Penalty 252304.802133 = -46811859.089417
  nChanged 6
Iteration 468Q (183636.940000 sec): 118 clusters
  Score: Raw -47064164.557658 + Penalty 252304.802133 = -46811859.755526
  nChanged 8
Iteration 469Q (183810.140000 sec): 118 clusters
  Score: Raw -47064165.229776 + Penalty 252304.802133 = -46811860.427643
  nChanged 7
Iteration 470Q (183982.840000 sec): 118 clusters
  Score: Raw -47064165.715351 + Penalty 252304.802133 = -46811860.913219
  nChanged 13
Iteration 471Q (184151.810000 sec): 118 clusters
  Score: Raw -47064167.020328 + Penalty 252304.802133 = -46811862.218195
  nChanged 16
Iteration 472Q (184321.630000 sec): 118 clusters
  Score: Raw -47064168.623306 + Penalty 252304.802133 = -46811863.821174
  nChanged 17
Iteration 473Q (184492.920000 sec): 118 clusters
  Score: Raw -47064170.479658 + Penalty 252304.802133 = -46811865.677525
  nChanged 22
Iteration 474Q (184664.660000 sec): 118 clusters
  Score: Raw -47064172.274887 + Penalty 252304.802133 = -46811867.472754
  nChanged 25
Iteration 475Q (184836.360000 sec): 118 clusters
  Score: Raw -47064174.456587 + Penalty 252304.802133 = -46811869.654455
  nChanged 25
Iteration 476Q (185007.010000 sec): 118 clusters
  Score: Raw -47064177.048992 + Penalty 252304.802133 = -46811872.246860
  nChanged 33
Iteration 477Q (185181.230000 sec): 118 clusters
  Score: Raw -47064179.823418 + Penalty 252304.802133 = -46811875.021286
  nChanged 29
Iteration 478Q (185351.870000 sec): 118 clusters
  Score: Raw -47064181.904996 + Penalty 252304.802133 = -46811877.102864
  nChanged 17
Iteration 479Q (185521.140000 sec): 118 clusters
  Score: Raw -47064183.407223 + Penalty 252304.802133 = -46811878.605091
  nChanged 25
Iteration 480F (185755.140000 sec): 118 clusters
  Score: Raw -47064185.437247 + Penalty 252304.802133 = -46811880.635114
  nChanged 24
Iteration 481Q (185926.140000 sec): 118 clusters
  Score: Raw -47064186.828077 + Penalty 252304.802133 = -46811882.025944
  nChanged 14
Iteration 482Q (186100.100000 sec): 118 clusters
  Score: Raw -47064187.624306 + Penalty 252304.802133 = -46811882.822174
  nChanged 17
Iteration 483Q (186267.660000 sec): 118 clusters
  Score: Raw -47064189.117067 + Penalty 252304.802133 = -46811884.314935
  nChanged 18
Iteration 484Q (186437.940000 sec): 118 clusters
  Score: Raw -47064190.910102 + Penalty 252304.802133 = -46811886.107969
  nChanged 19
Iteration 485Q (186612.070000 sec): 118 clusters
  Score: Raw -47064193.211756 + Penalty 252304.802133 = -46811888.409623
  nChanged 34
Iteration 486Q (186785.430000 sec): 118 clusters
  Score: Raw -47064196.398190 + Penalty 252304.802133 = -46811891.596057
  nChanged 34
Iteration 487Q (186956.220000 sec): 118 clusters
  Score: Raw -47064198.858675 + Penalty 252304.802133 = -46811894.056542
  nChanged 35
Iteration 488Q (187125.870000 sec): 118 clusters
  Score: Raw -47064201.024284 + Penalty 252304.802133 = -46811896.222151
  nChanged 29
Iteration 489Q (187298.470000 sec): 118 clusters
  Score: Raw -47064202.958743 + Penalty 252304.802133 = -46811898.156611
  nChanged 24
Iteration 490Q (187468.690000 sec): 118 clusters
  Score: Raw -47064204.568908 + Penalty 252304.802133 = -46811899.766776
  nChanged 25
Iteration 491Q (187642.750000 sec): 118 clusters
  Score: Raw -47064206.494069 + Penalty 252304.802133 = -46811901.691937
  nChanged 19
Iteration 492Q (187815.970000 sec): 118 clusters
  Score: Raw -47064207.899009 + Penalty 252304.802133 = -46811903.096877
  nChanged 18
Iteration 493Q (187986.150000 sec): 118 clusters
  Score: Raw -47064209.093385 + Penalty 252304.802133 = -46811904.291253
  nChanged 16
Iteration 494Q (188155.800000 sec): 118 clusters
  Score: Raw -47064210.766720 + Penalty 252304.802133 = -46811905.964588
  nChanged 14
Iteration 495Q (188325.510000 sec): 118 clusters
  Score: Raw -47064211.763212 + Penalty 252304.802133 = -46811906.961079
  nChanged 12
Iteration 496Q (188497.170000 sec): 118 clusters
  Score: Raw -47064212.769064 + Penalty 252304.802133 = -46811907.966931
  nChanged 15
Iteration 497Q (188665.030000 sec): 118 clusters
  Score: Raw -47064213.916347 + Penalty 252304.802133 = -46811909.114214
  nChanged 9
Iteration 498Q (188833.810000 sec): 118 clusters
  Score: Raw -47064214.613825 + Penalty 252304.802133 = -46811909.811693
  nChanged 12
Writing temp clu file 
Because OldScore, -46811909.114214, is greater than current (better) Score,-46811909.811693 
 Compute initial score before splitting:   Score: Raw -47064214.613825 + Penalty 252304.802133 = -46811909.811693
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (3819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188833.980000 sec): 2 clusters
  Score: Raw -268085.882410 + Penalty 1340.258382 = -266745.624028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188834.150000 sec): 3 clusters
  Score: Raw -266224.881650 + Penalty 2680.516763 = -263544.364887
  nChanged 1490
		SP:Iteration 1F (188834.330000 sec): 3 clusters
  Score: Raw -267162.030930 + Penalty 2680.516763 = -264481.514166
  nChanged 329
		SP:Iteration 2F (188834.510000 sec): 3 clusters
  Score: Raw -267445.086520 + Penalty 2680.516763 = -264764.569757
  nChanged 272
		SP:Iteration 3F (188834.680000 sec): 3 clusters
  Score: Raw -267695.008917 + Penalty 2680.516763 = -265014.492154
  nChanged 231
		SP:Iteration 4F (188834.810000 sec): 3 clusters
  Score: Raw -267909.155507 + Penalty 2680.516763 = -265228.638744
  nChanged 202
		SP:Iteration 5F (188834.990000 sec): 3 clusters
  Score: Raw -268058.673375 + Penalty 2680.516763 = -265378.156612
  nChanged 151
		SP:Iteration 6Q (188835.170000 sec): 3 clusters
  Score: Raw -268145.561362 + Penalty 2680.516763 = -265465.044599
  nChanged 102
		SP:Iteration 7Q (188835.340000 sec): 3 clusters
  Score: Raw -268206.058829 + Penalty 2680.516763 = -265525.542065
  nChanged 79
		SP:Iteration 8Q (188835.520000 sec): 3 clusters
  Score: Raw -268255.193954 + Penalty 2680.516763 = -265574.677191
  nChanged 77
		SP:Iteration 9Q (188835.690000 sec): 3 clusters
  Score: Raw -268307.985128 + Penalty 2680.516763 = -265627.468364
  nChanged 73
		SP:Iteration 10Q (188835.870000 sec): 3 clusters
  Score: Raw -268350.092583 + Penalty 2680.516763 = -265669.575819
  nChanged 69
		SP:Iteration 11Q (188836.050000 sec): 3 clusters
  Score: Raw -268396.477097 + Penalty 2680.516763 = -265715.960334
  nChanged 58
		SP:Iteration 12Q (188836.220000 sec): 3 clusters
  Score: Raw -268423.167573 + Penalty 2680.516763 = -265742.650809
  nChanged 51
		SP:Iteration 13Q (188836.390000 sec): 3 clusters
  Score: Raw -268446.405791 + Penalty 2680.516763 = -265765.889027
  nChanged 53
		SP:Iteration 14Q (188836.570000 sec): 3 clusters
  Score: Raw -268472.150486 + Penalty 2680.516763 = -265791.633722
  nChanged 55
		SP:Iteration 15Q (188836.750000 sec): 3 clusters
  Score: Raw -268499.942442 + Penalty 2680.516763 = -265819.425679
  nChanged 50
		SP:Iteration 16Q (188836.920000 sec): 3 clusters
  Score: Raw -268524.656399 + Penalty 2680.516763 = -265844.139636
  nChanged 39
		SP:Iteration 17Q (188837.100000 sec): 3 clusters
  Score: Raw -268541.362351 + Penalty 2680.516763 = -265860.845588
  nChanged 36
		SP:Iteration 18Q (188837.270000 sec): 3 clusters
  Score: Raw -268554.150658 + Penalty 2680.516763 = -265873.633895
  nChanged 28
		SP:Iteration 19Q (188837.450000 sec): 3 clusters
  Score: Raw -268568.558625 + Penalty 2680.516763 = -265888.041861
  nChanged 31
		SP:Iteration 20F (188837.630000 sec): 3 clusters
  Score: Raw -268581.877590 + Penalty 2680.516763 = -265901.360826
  nChanged 37
		SP:Iteration 21Q (188837.800000 sec): 3 clusters
  Score: Raw -268596.945625 + Penalty 2680.516763 = -265916.428862
  nChanged 29
		SP:Iteration 22Q (188837.980000 sec): 3 clusters
  Score: Raw -268611.319885 + Penalty 2680.516763 = -265930.803121
  nChanged 30
		SP:Iteration 23Q (188838.150000 sec): 3 clusters
  Score: Raw -268622.958617 + Penalty 2680.516763 = -265942.441854
  nChanged 21
		SP:Iteration 24Q (188838.330000 sec): 3 clusters
  Score: Raw -268629.778703 + Penalty 2680.516763 = -265949.261940
  nChanged 26
		SP:Iteration 25Q (188838.510000 sec): 3 clusters
  Score: Raw -268640.488774 + Penalty 2680.516763 = -265959.972011
  nChanged 24
		SP:Iteration 26Q (188838.680000 sec): 3 clusters
  Score: Raw -268652.836789 + Penalty 2680.516763 = -265972.320026
  nChanged 30
		SP:Iteration 27Q (188838.860000 sec): 3 clusters
  Score: Raw -268666.868562 + Penalty 2680.516763 = -265986.351798
  nChanged 42
		SP:Iteration 28Q (188839.030000 sec): 3 clusters
  Score: Raw -268687.284287 + Penalty 2680.516763 = -266006.767523
  nChanged 43
		SP:Iteration 29Q (188839.210000 sec): 3 clusters
  Score: Raw -268708.336611 + Penalty 2680.516763 = -266027.819848
  nChanged 42
		SP:Iteration 30Q (188839.390000 sec): 3 clusters
  Score: Raw -268729.893405 + Penalty 2680.516763 = -266049.376642
  nChanged 43
		SP:Iteration 31Q (188839.560000 sec): 3 clusters
  Score: Raw -268752.483838 + Penalty 2680.516763 = -266071.967075
  nChanged 41
		SP:Iteration 32Q (188839.730000 sec): 3 clusters
  Score: Raw -268770.999337 + Penalty 2680.516763 = -266090.482574
  nChanged 42
		SP:Iteration 33Q (188839.910000 sec): 3 clusters
  Score: Raw -268792.052097 + Penalty 2680.516763 = -266111.535333
  nChanged 44
		SP:Iteration 34Q (188840.090000 sec): 3 clusters
  Score: Raw -268811.837292 + Penalty 2680.516763 = -266131.320528
  nChanged 30
		SP:Iteration 35Q (188840.260000 sec): 3 clusters
  Score: Raw -268823.476608 + Penalty 2680.516763 = -266142.959845
  nChanged 27
		SP:Iteration 36Q (188840.440000 sec): 3 clusters
  Score: Raw -268836.252445 + Penalty 2680.516763 = -266155.735681
  nChanged 33
		SP:Iteration 37Q (188840.610000 sec): 3 clusters
  Score: Raw -268860.848516 + Penalty 2680.516763 = -266180.331753
  nChanged 47
		SP:Iteration 38Q (188840.790000 sec): 3 clusters
  Score: Raw -268895.255358 + Penalty 2680.516763 = -266214.738595
  nChanged 45
		SP:Iteration 39Q (188840.970000 sec): 3 clusters
  Score: Raw -268923.576607 + Penalty 2680.516763 = -266243.059844
  nChanged 40
		SP:Iteration 40F (188841.140000 sec): 3 clusters
  Score: Raw -268943.723890 + Penalty 2680.516763 = -266263.207126
  nChanged 25
		SP:Iteration 41Q (188841.320000 sec): 3 clusters
  Score: Raw -268955.713141 + Penalty 2680.516763 = -266275.196378
  nChanged 19
		SP:Iteration 42Q (188841.490000 sec): 3 clusters
  Score: Raw -268964.572744 + Penalty 2680.516763 = -266284.055980
  nChanged 21
		SP:Iteration 43Q (188841.670000 sec): 3 clusters
  Score: Raw -268972.178690 + Penalty 2680.516763 = -266291.661926
  nChanged 14
		SP:Iteration 44Q (188841.830000 sec): 3 clusters
  Score: Raw -268977.024792 + Penalty 2680.516763 = -266296.508029
  nChanged 8
		SP:Iteration 45Q (188841.990000 sec): 3 clusters
  Score: Raw -268980.348319 + Penalty 2680.516763 = -266299.831556
  nChanged 9
		SP:Iteration 46Q (188842.160000 sec): 3 clusters
  Score: Raw -268984.214401 + Penalty 2680.516763 = -266303.697637
  nChanged 13
		SP:Iteration 47Q (188842.320000 sec): 3 clusters
  Score: Raw -268990.865240 + Penalty 2680.516763 = -266310.348476
  nChanged 16
		SP:Iteration 48Q (188842.480000 sec): 3 clusters
  Score: Raw -268998.929694 + Penalty 2680.516763 = -266318.412930
  nChanged 10
		SP:Iteration 49Q (188842.650000 sec): 3 clusters
  Score: Raw -269002.991259 + Penalty 2680.516763 = -266322.474496
  nChanged 11
		SP:Iteration 50Q (188842.810000 sec): 3 clusters
  Score: Raw -269006.116689 + Penalty 2680.516763 = -266325.599926
  nChanged 8
		SP:Iteration 51Q (188842.970000 sec): 3 clusters
  Score: Raw -269008.548341 + Penalty 2680.516763 = -266328.031577
  nChanged 3
		SP:Iteration 52Q (188843.140000 sec): 3 clusters
  Score: Raw -269008.911990 + Penalty 2680.516763 = -266328.395227
  nChanged 1
		SP:Iteration 53Q (188843.300000 sec): 3 clusters
  Score: Raw -269009.093214 + Penalty 2680.516763 = -266328.576450
  nChanged 2
		SP:Iteration 54Q (188843.460000 sec): 3 clusters
  Score: Raw -269009.510067 + Penalty 2680.516763 = -266328.993303
  nChanged 1
		SP:Iteration 55Q (188843.630000 sec): 3 clusters
  Score: Raw -269009.748397 + Penalty 2680.516763 = -266329.231634
  nChanged 0
		SP:Iteration 56F (188843.790000 sec): 3 clusters
  Score: Raw -269009.748397 + Penalty 2680.516763 = -266329.231634
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (3634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188843.890000 sec): 2 clusters
  Score: Raw -264010.944125 + Penalty 1332.189503 = -262678.754622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188844.050000 sec): 3 clusters
  Score: Raw -262232.742926 + Penalty 2664.379006 = -259568.363921
  nChanged 1414
		SP:Iteration 1F (188844.210000 sec): 3 clusters
  Score: Raw -263177.730123 + Penalty 2664.379006 = -260513.351117
  nChanged 309
		SP:Iteration 2F (188844.370000 sec): 3 clusters
  Score: Raw -263407.719023 + Penalty 2664.379006 = -260743.340017
  nChanged 232
		SP:Iteration 3F (188844.530000 sec): 3 clusters
  Score: Raw -263576.885778 + Penalty 2664.379006 = -260912.506772
  nChanged 188
		SP:Iteration 4F (188844.690000 sec): 3 clusters
  Score: Raw -263725.596783 + Penalty 2664.379006 = -261061.217778
  nChanged 166
		SP:Iteration 5Q (188844.850000 sec): 3 clusters
  Score: Raw -263867.446617 + Penalty 2664.379006 = -261203.067611
  nChanged 160
		SP:Iteration 6Q (188845.010000 sec): 3 clusters
  Score: Raw -264003.268908 + Penalty 2664.379006 = -261338.889902
  nChanged 138
		SP:Iteration 7Q (188845.180000 sec): 3 clusters
  Score: Raw -264113.957938 + Penalty 2664.379006 = -261449.578932
  nChanged 112
		SP:Iteration 8Q (188845.350000 sec): 3 clusters
  Score: Raw -264232.414543 + Penalty 2664.379006 = -261568.035537
  nChanged 102
		SP:Iteration 9Q (188845.520000 sec): 3 clusters
  Score: Raw -264340.652124 + Penalty 2664.379006 = -261676.273118
  nChanged 87
		SP:Iteration 10Q (188845.740000 sec): 3 clusters
  Score: Raw -264412.363658 + Penalty 2664.379006 = -261747.984652
  nChanged 62
		SP:Iteration 11Q (188845.890000 sec): 3 clusters
  Score: Raw -264452.643374 + Penalty 2664.379006 = -261788.264368
  nChanged 59
		SP:Iteration 12Q (188846.070000 sec): 3 clusters
  Score: Raw -264486.711657 + Penalty 2664.379006 = -261822.332651
  nChanged 45
		SP:Iteration 13Q (188846.240000 sec): 3 clusters
  Score: Raw -264505.991919 + Penalty 2664.379006 = -261841.612913
  nChanged 35
		SP:Iteration 14Q (188846.420000 sec): 3 clusters
  Score: Raw -264523.856337 + Penalty 2664.379006 = -261859.477331
  nChanged 30
		SP:Iteration 15Q (188846.600000 sec): 3 clusters
  Score: Raw -264537.231566 + Penalty 2664.379006 = -261872.852560
  nChanged 21
		SP:Iteration 16Q (188846.770000 sec): 3 clusters
  Score: Raw -264544.445947 + Penalty 2664.379006 = -261880.066941
  nChanged 13
		SP:Iteration 17Q (188846.950000 sec): 3 clusters
  Score: Raw -264548.381417 + Penalty 2664.379006 = -261884.002411
  nChanged 6
		SP:Iteration 18Q (188847.120000 sec): 3 clusters
  Score: Raw -264550.321691 + Penalty 2664.379006 = -261885.942685
  nChanged 5
		SP:Iteration 19Q (188847.300000 sec): 3 clusters
  Score: Raw -264552.275443 + Penalty 2664.379006 = -261887.896437
  nChanged 9
		SP:Iteration 20F (188847.480000 sec): 3 clusters
  Score: Raw -264555.056155 + Penalty 2664.379006 = -261890.677150
  nChanged 8
		SP:Iteration 21Q (188847.650000 sec): 3 clusters
  Score: Raw -264557.322111 + Penalty 2664.379006 = -261892.943105
  nChanged 7
		SP:Iteration 22Q (188847.830000 sec): 3 clusters
  Score: Raw -264559.136625 + Penalty 2664.379006 = -261894.757619
  nChanged 8
		SP:Iteration 23Q (188848.000000 sec): 3 clusters
  Score: Raw -264560.485802 + Penalty 2664.379006 = -261896.106796
  nChanged 4
		SP:Iteration 24Q (188848.180000 sec): 3 clusters
  Score: Raw -264561.447583 + Penalty 2664.379006 = -261897.068577
  nChanged 3
		SP:Iteration 25Q (188848.360000 sec): 3 clusters
  Score: Raw -264562.014914 + Penalty 2664.379006 = -261897.635908
  nChanged 2
		SP:Iteration 26Q (188848.530000 sec): 3 clusters
  Score: Raw -264562.279121 + Penalty 2664.379006 = -261897.900115
  nChanged 1
		SP:Iteration 27Q (188848.710000 sec): 3 clusters
  Score: Raw -264562.658837 + Penalty 2664.379006 = -261898.279831
  nChanged 2
		SP:Iteration 28Q (188848.880000 sec): 3 clusters
  Score: Raw -264563.386922 + Penalty 2664.379006 = -261899.007916
  nChanged 1
		SP:Iteration 29Q (188849.060000 sec): 3 clusters
  Score: Raw -264563.544412 + Penalty 2664.379006 = -261899.165407
  nChanged 1
		SP:Iteration 30Q (188849.240000 sec): 3 clusters
  Score: Raw -264563.946076 + Penalty 2664.379006 = -261899.567070
  nChanged 2
		SP:Iteration 31Q (188849.410000 sec): 3 clusters
  Score: Raw -264564.461005 + Penalty 2664.379006 = -261900.081999
  nChanged 2
		SP:Iteration 32Q (188849.580000 sec): 3 clusters
  Score: Raw -264564.688503 + Penalty 2664.379006 = -261900.309497
  nChanged 0
		SP:Iteration 33F (188849.760000 sec): 3 clusters
  Score: Raw -264564.688503 + Penalty 2664.379006 = -261900.309497
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (3121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188849.830000 sec): 2 clusters
  Score: Raw -252137.650223 + Penalty 1307.460171 = -250830.190052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188850.010000 sec): 3 clusters
  Score: Raw -250677.433186 + Penalty 2614.920341 = -248062.512844
  nChanged 1153
		SP:Iteration 1F (188850.180000 sec): 3 clusters
  Score: Raw -251471.978149 + Penalty 2614.920341 = -248857.057808
  nChanged 281
		SP:Iteration 2F (188850.360000 sec): 3 clusters
  Score: Raw -251693.692244 + Penalty 2614.920341 = -249078.771903
  nChanged 190
		SP:Iteration 3F (188850.540000 sec): 3 clusters
  Score: Raw -251841.596788 + Penalty 2614.920341 = -249226.676447
  nChanged 159
		SP:Iteration 4F (188850.710000 sec): 3 clusters
  Score: Raw -251948.529087 + Penalty 2614.920341 = -249333.608746
  nChanged 131
		SP:Iteration 5Q (188850.890000 sec): 3 clusters
  Score: Raw -252039.198487 + Penalty 2614.920341 = -249424.278146
  nChanged 105
		SP:Iteration 6Q (188851.060000 sec): 3 clusters
  Score: Raw -252116.812587 + Penalty 2614.920341 = -249501.892246
  nChanged 94
		SP:Iteration 7Q (188851.240000 sec): 3 clusters
  Score: Raw -252181.777807 + Penalty 2614.920341 = -249566.857466
  nChanged 85
		SP:Iteration 8Q (188851.420000 sec): 3 clusters
  Score: Raw -252238.711227 + Penalty 2614.920341 = -249623.790886
  nChanged 73
		SP:Iteration 9Q (188851.590000 sec): 3 clusters
  Score: Raw -252286.445778 + Penalty 2614.920341 = -249671.525437
  nChanged 60
		SP:Iteration 10Q (188851.770000 sec): 3 clusters
  Score: Raw -252325.661333 + Penalty 2614.920341 = -249710.740992
  nChanged 61
		SP:Iteration 11Q (188851.920000 sec): 3 clusters
  Score: Raw -252364.857062 + Penalty 2614.920341 = -249749.936721
  nChanged 47
		SP:Iteration 12Q (188852.140000 sec): 3 clusters
  Score: Raw -252389.490060 + Penalty 2614.920341 = -249774.569719
  nChanged 42
		SP:Iteration 13Q (188852.300000 sec): 3 clusters
  Score: Raw -252414.436222 + Penalty 2614.920341 = -249799.515880
  nChanged 46
		SP:Iteration 14Q (188852.470000 sec): 3 clusters
  Score: Raw -252438.235425 + Penalty 2614.920341 = -249823.315084
  nChanged 30
		SP:Iteration 15Q (188852.650000 sec): 3 clusters
  Score: Raw -252455.639546 + Penalty 2614.920341 = -249840.719205
  nChanged 30
		SP:Iteration 16Q (188852.820000 sec): 3 clusters
  Score: Raw -252473.067269 + Penalty 2614.920341 = -249858.146928
  nChanged 34
		SP:Iteration 17Q (188853.000000 sec): 3 clusters
  Score: Raw -252492.848262 + Penalty 2614.920341 = -249877.927921
  nChanged 33
		SP:Iteration 18Q (188853.180000 sec): 3 clusters
  Score: Raw -252519.546578 + Penalty 2614.920341 = -249904.626237
  nChanged 38
		SP:Iteration 19Q (188853.350000 sec): 3 clusters
  Score: Raw -252547.478731 + Penalty 2614.920341 = -249932.558390
  nChanged 38
		SP:Iteration 20F (188853.530000 sec): 3 clusters
  Score: Raw -252575.499699 + Penalty 2614.920341 = -249960.579358
  nChanged 36
		SP:Iteration 21Q (188853.700000 sec): 3 clusters
  Score: Raw -252592.046064 + Penalty 2614.920341 = -249977.125722
  nChanged 21
		SP:Iteration 22Q (188853.880000 sec): 3 clusters
  Score: Raw -252597.842417 + Penalty 2614.920341 = -249982.922076
  nChanged 17
		SP:Iteration 23Q (188854.060000 sec): 3 clusters
  Score: Raw -252606.237392 + Penalty 2614.920341 = -249991.317051
  nChanged 16
		SP:Iteration 24Q (188854.230000 sec): 3 clusters
  Score: Raw -252612.047530 + Penalty 2614.920341 = -249997.127189
  nChanged 14
		SP:Iteration 25Q (188854.410000 sec): 3 clusters
  Score: Raw -252618.210351 + Penalty 2614.920341 = -250003.290010
  nChanged 12
		SP:Iteration 26Q (188854.580000 sec): 3 clusters
  Score: Raw -252625.625274 + Penalty 2614.920341 = -250010.704933
  nChanged 16
		SP:Iteration 27Q (188854.760000 sec): 3 clusters
  Score: Raw -252635.807661 + Penalty 2614.920341 = -250020.887319
  nChanged 18
		SP:Iteration 28Q (188854.930000 sec): 3 clusters
  Score: Raw -252643.389002 + Penalty 2614.920341 = -250028.468661
  nChanged 12
		SP:Iteration 29Q (188855.110000 sec): 3 clusters
  Score: Raw -252647.952713 + Penalty 2614.920341 = -250033.032372
  nChanged 10
		SP:Iteration 30Q (188855.280000 sec): 3 clusters
  Score: Raw -252652.815420 + Penalty 2614.920341 = -250037.895078
  nChanged 10
		SP:Iteration 31Q (188855.460000 sec): 3 clusters
  Score: Raw -252657.045469 + Penalty 2614.920341 = -250042.125128
  nChanged 10
		SP:Iteration 32Q (188855.640000 sec): 3 clusters
  Score: Raw -252659.991517 + Penalty 2614.920341 = -250045.071176
  nChanged 6
		SP:Iteration 33Q (188855.810000 sec): 3 clusters
  Score: Raw -252663.740494 + Penalty 2614.920341 = -250048.820153
  nChanged 9
		SP:Iteration 34Q (188855.990000 sec): 3 clusters
  Score: Raw -252667.692100 + Penalty 2614.920341 = -250052.771758
  nChanged 9
		SP:Iteration 35Q (188856.160000 sec): 3 clusters
  Score: Raw -252672.088830 + Penalty 2614.920341 = -250057.168489
  nChanged 12
		SP:Iteration 36Q (188856.340000 sec): 3 clusters
  Score: Raw -252677.936592 + Penalty 2614.920341 = -250063.016251
  nChanged 10
		SP:Iteration 37Q (188856.520000 sec): 3 clusters
  Score: Raw -252681.830706 + Penalty 2614.920341 = -250066.910365
  nChanged 4
		SP:Iteration 38Q (188856.690000 sec): 3 clusters
  Score: Raw -252683.317487 + Penalty 2614.920341 = -250068.397146
  nChanged 5
		SP:Iteration 39Q (188856.870000 sec): 3 clusters
  Score: Raw -252685.330962 + Penalty 2614.920341 = -250070.410621
  nChanged 4
		SP:Iteration 40F (188857.040000 sec): 3 clusters
  Score: Raw -252686.266026 + Penalty 2614.920341 = -250071.345684
  nChanged 1
		SP:Iteration 41Q (188857.220000 sec): 3 clusters
  Score: Raw -252686.362910 + Penalty 2614.920341 = -250071.442568
  nChanged 1
		SP:Iteration 42Q (188857.400000 sec): 3 clusters
  Score: Raw -252686.681370 + Penalty 2614.920341 = -250071.761029
  nChanged 0
		SP:Iteration 43F (188857.570000 sec): 3 clusters
  Score: Raw -252686.681370 + Penalty 2614.920341 = -250071.761029
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (3452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188857.680000 sec): 2 clusters
  Score: Raw -280257.779919 + Penalty 1323.840221 = -278933.939698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188857.860000 sec): 3 clusters
  Score: Raw -278611.504050 + Penalty 2647.680442 = -275963.823608
  nChanged 1351
		SP:Iteration 1F (188858.040000 sec): 3 clusters
  Score: Raw -279442.023032 + Penalty 2647.680442 = -276794.342590
  nChanged 279
		SP:Iteration 2F (188858.210000 sec): 3 clusters
  Score: Raw -279692.609940 + Penalty 2647.680442 = -277044.929498
  nChanged 235
		SP:Iteration 3F (188858.390000 sec): 3 clusters
  Score: Raw -279906.276816 + Penalty 2647.680442 = -277258.596374
  nChanged 182
		SP:Iteration 4F (188858.560000 sec): 3 clusters
  Score: Raw -280061.151199 + Penalty 2647.680442 = -277413.470757
  nChanged 141
		SP:Iteration 5Q (188858.740000 sec): 3 clusters
  Score: Raw -280170.528538 + Penalty 2647.680442 = -277522.848096
  nChanged 127
		SP:Iteration 6Q (188858.920000 sec): 3 clusters
  Score: Raw -280270.965158 + Penalty 2647.680442 = -277623.284716
  nChanged 110
		SP:Iteration 7Q (188859.080000 sec): 3 clusters
  Score: Raw -280351.364792 + Penalty 2647.680442 = -277703.684350
  nChanged 105
		SP:Iteration 8Q (188859.260000 sec): 3 clusters
  Score: Raw -280423.211956 + Penalty 2647.680442 = -277775.531515
  nChanged 91
		SP:Iteration 9Q (188859.440000 sec): 3 clusters
  Score: Raw -280490.340143 + Penalty 2647.680442 = -277842.659701
  nChanged 81
		SP:Iteration 10Q (188859.620000 sec): 3 clusters
  Score: Raw -280536.757858 + Penalty 2647.680442 = -277889.077416
  nChanged 62
		SP:Iteration 11Q (188859.790000 sec): 3 clusters
  Score: Raw -280569.999903 + Penalty 2647.680442 = -277922.319461
  nChanged 50
		SP:Iteration 12Q (188859.970000 sec): 3 clusters
  Score: Raw -280595.853299 + Penalty 2647.680442 = -277948.172857
  nChanged 44
		SP:Iteration 13Q (188860.140000 sec): 3 clusters
  Score: Raw -280619.841607 + Penalty 2647.680442 = -277972.161165
  nChanged 36
		SP:Iteration 14Q (188860.320000 sec): 3 clusters
  Score: Raw -280639.846389 + Penalty 2647.680442 = -277992.165947
  nChanged 39
		SP:Iteration 15Q (188860.500000 sec): 3 clusters
  Score: Raw -280661.948831 + Penalty 2647.680442 = -278014.268389
  nChanged 50
		SP:Iteration 16Q (188860.670000 sec): 3 clusters
  Score: Raw -280687.042914 + Penalty 2647.680442 = -278039.362472
  nChanged 43
		SP:Iteration 17Q (188860.850000 sec): 3 clusters
  Score: Raw -280708.338800 + Penalty 2647.680442 = -278060.658358
  nChanged 37
		SP:Iteration 18Q (188861.020000 sec): 3 clusters
  Score: Raw -280723.512777 + Penalty 2647.680442 = -278075.832335
  nChanged 28
		SP:Iteration 19Q (188861.200000 sec): 3 clusters
  Score: Raw -280735.877095 + Penalty 2647.680442 = -278088.196653
  nChanged 26
		SP:Iteration 20F (188861.380000 sec): 3 clusters
  Score: Raw -280746.107337 + Penalty 2647.680442 = -278098.426895
  nChanged 21
		SP:Iteration 21Q (188861.550000 sec): 3 clusters
  Score: Raw -280755.135054 + Penalty 2647.680442 = -278107.454612
  nChanged 23
		SP:Iteration 22Q (188861.730000 sec): 3 clusters
  Score: Raw -280764.371076 + Penalty 2647.680442 = -278116.690634
  nChanged 21
		SP:Iteration 23Q (188861.900000 sec): 3 clusters
  Score: Raw -280773.103336 + Penalty 2647.680442 = -278125.422894
  nChanged 19
		SP:Iteration 24Q (188862.080000 sec): 3 clusters
  Score: Raw -280779.554594 + Penalty 2647.680442 = -278131.874152
  nChanged 22
		SP:Iteration 25Q (188862.260000 sec): 3 clusters
  Score: Raw -280785.196879 + Penalty 2647.680442 = -278137.516437
  nChanged 10
		SP:Iteration 26Q (188862.430000 sec): 3 clusters
  Score: Raw -280788.080433 + Penalty 2647.680442 = -278140.399991
  nChanged 8
		SP:Iteration 27Q (188862.610000 sec): 3 clusters
  Score: Raw -280790.550487 + Penalty 2647.680442 = -278142.870045
  nChanged 6
		SP:Iteration 28Q (188862.780000 sec): 3 clusters
  Score: Raw -280792.013221 + Penalty 2647.680442 = -278144.332779
  nChanged 5
		SP:Iteration 29Q (188862.960000 sec): 3 clusters
  Score: Raw -280793.230252 + Penalty 2647.680442 = -278145.549810
  nChanged 4
		SP:Iteration 30Q (188863.130000 sec): 3 clusters
  Score: Raw -280794.177997 + Penalty 2647.680442 = -278146.497556
  nChanged 1
		SP:Iteration 31Q (188863.310000 sec): 3 clusters
  Score: Raw -280794.286490 + Penalty 2647.680442 = -278146.606048
  nChanged 1
		SP:Iteration 32Q (188863.480000 sec): 3 clusters
  Score: Raw -280794.552627 + Penalty 2647.680442 = -278146.872185
  nChanged 1
		SP:Iteration 33Q (188863.660000 sec): 3 clusters
  Score: Raw -280794.953792 + Penalty 2647.680442 = -278147.273350
  nChanged 5
		SP:Iteration 34Q (188863.780000 sec): 3 clusters
  Score: Raw -280796.893664 + Penalty 2647.680442 = -278149.213222
  nChanged 9
		SP:Iteration 35Q (188863.850000 sec): 3 clusters
  Score: Raw -280799.267529 + Penalty 2647.680442 = -278151.587087
  nChanged 8
		SP:Iteration 36Q (188863.920000 sec): 3 clusters
  Score: Raw -280801.960326 + Penalty 2647.680442 = -278154.279884
  nChanged 6
		SP:Iteration 37Q (188863.990000 sec): 3 clusters
  Score: Raw -280803.804736 + Penalty 2647.680442 = -278156.124294
  nChanged 6
		SP:Iteration 38Q (188864.060000 sec): 3 clusters
  Score: Raw -280804.724591 + Penalty 2647.680442 = -278157.044149
  nChanged 4
		SP:Iteration 39Q (188864.120000 sec): 3 clusters
  Score: Raw -280805.562498 + Penalty 2647.680442 = -278157.882056
  nChanged 5
		SP:Iteration 40F (188864.200000 sec): 3 clusters
  Score: Raw -280806.593689 + Penalty 2647.680442 = -278158.913247
  nChanged 5
		SP:Iteration 41Q (188864.260000 sec): 3 clusters
  Score: Raw -280808.359882 + Penalty 2647.680442 = -278160.679440
  nChanged 7
		SP:Iteration 42Q (188864.330000 sec): 3 clusters
  Score: Raw -280810.612888 + Penalty 2647.680442 = -278162.932446
  nChanged 7
		SP:Iteration 43Q (188864.400000 sec): 3 clusters
  Score: Raw -280811.665455 + Penalty 2647.680442 = -278163.985013
  nChanged 2
		SP:Iteration 44Q (188864.470000 sec): 3 clusters
  Score: Raw -280812.203001 + Penalty 2647.680442 = -278164.522559
  nChanged 2
		SP:Iteration 45Q (188864.540000 sec): 3 clusters
  Score: Raw -280812.616472 + Penalty 2647.680442 = -278164.936030
  nChanged 3
		SP:Iteration 46Q (188864.610000 sec): 3 clusters
  Score: Raw -280814.223263 + Penalty 2647.680442 = -278166.542821
  nChanged 4
		SP:Iteration 47Q (188864.680000 sec): 3 clusters
  Score: Raw -280815.234321 + Penalty 2647.680442 = -278167.553879
  nChanged 2
		SP:Iteration 48Q (188864.740000 sec): 3 clusters
  Score: Raw -280816.116190 + Penalty 2647.680442 = -278168.435748
  nChanged 2
		SP:Iteration 49Q (188864.810000 sec): 3 clusters
  Score: Raw -280816.988090 + Penalty 2647.680442 = -278169.307648
  nChanged 3
		SP:Iteration 50Q (188864.910000 sec): 3 clusters
  Score: Raw -280817.795977 + Penalty 2647.680442 = -278170.115535
  nChanged 2
		SP:Iteration 51Q (188865.090000 sec): 3 clusters
  Score: Raw -280818.087916 + Penalty 2647.680442 = -278170.407474
  nChanged 1
		SP:Iteration 52Q (188865.260000 sec): 3 clusters
  Score: Raw -280818.196064 + Penalty 2647.680442 = -278170.515622
  nChanged 1
		SP:Iteration 53Q (188865.440000 sec): 3 clusters
  Score: Raw -280818.523068 + Penalty 2647.680442 = -278170.842626
  nChanged 2
		SP:Iteration 54Q (188865.620000 sec): 3 clusters
  Score: Raw -280818.932434 + Penalty 2647.680442 = -278171.251992
  nChanged 0
		SP:Iteration 55F (188865.740000 sec): 3 clusters
  Score: Raw -280818.932434 + Penalty 2647.680442 = -278171.251992
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (3866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188865.810000 sec): 2 clusters
  Score: Raw -299816.297129 + Penalty 1342.246045 = -298474.051085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188865.890000 sec): 3 clusters
  Score: Raw -297959.900061 + Penalty 2684.492089 = -295275.407972
  nChanged 1521
		SP:Iteration 1F (188865.980000 sec): 3 clusters
  Score: Raw -299053.946719 + Penalty 2684.492089 = -296369.454630
  nChanged 346
		SP:Iteration 2F (188866.060000 sec): 3 clusters
  Score: Raw -299388.232833 + Penalty 2684.492089 = -296703.740744
  nChanged 284
		SP:Iteration 3F (188866.140000 sec): 3 clusters
  Score: Raw -299718.340979 + Penalty 2684.492089 = -297033.848890
  nChanged 264
		SP:Iteration 4F (188866.210000 sec): 3 clusters
  Score: Raw -300026.417419 + Penalty 2684.492089 = -297341.925330
  nChanged 240
		SP:Iteration 5F (188866.290000 sec): 3 clusters
  Score: Raw -300276.029710 + Penalty 2684.492089 = -297591.537621
  nChanged 167
		SP:Iteration 6Q (188866.370000 sec): 3 clusters
  Score: Raw -300419.999119 + Penalty 2684.492089 = -297735.507029
  nChanged 139
		SP:Iteration 7Q (188866.450000 sec): 3 clusters
  Score: Raw -300519.267173 + Penalty 2684.492089 = -297834.775084
  nChanged 95
		SP:Iteration 8Q (188866.530000 sec): 3 clusters
  Score: Raw -300574.260849 + Penalty 2684.492089 = -297889.768760
  nChanged 66
		SP:Iteration 9Q (188866.610000 sec): 3 clusters
  Score: Raw -300609.854123 + Penalty 2684.492089 = -297925.362033
  nChanged 60
		SP:Iteration 10Q (188866.690000 sec): 3 clusters
  Score: Raw -300649.236700 + Penalty 2684.492089 = -297964.744611
  nChanged 55
		SP:Iteration 11Q (188866.770000 sec): 3 clusters
  Score: Raw -300680.641156 + Penalty 2684.492089 = -297996.149066
  nChanged 43
		SP:Iteration 12Q (188866.850000 sec): 3 clusters
  Score: Raw -300698.633946 + Penalty 2684.492089 = -298014.141856
  nChanged 26
		SP:Iteration 13Q (188866.920000 sec): 3 clusters
  Score: Raw -300713.123771 + Penalty 2684.492089 = -298028.631682
  nChanged 28
		SP:Iteration 14Q (188867.000000 sec): 3 clusters
  Score: Raw -300725.653906 + Penalty 2684.492089 = -298041.161816
  nChanged 37
		SP:Iteration 15Q (188867.080000 sec): 3 clusters
  Score: Raw -300741.929278 + Penalty 2684.492089 = -298057.437188
  nChanged 28
		SP:Iteration 16Q (188867.160000 sec): 3 clusters
  Score: Raw -300752.711505 + Penalty 2684.492089 = -298068.219415
  nChanged 17
		SP:Iteration 17Q (188867.240000 sec): 3 clusters
  Score: Raw -300758.963403 + Penalty 2684.492089 = -298074.471314
  nChanged 23
		SP:Iteration 18Q (188867.310000 sec): 3 clusters
  Score: Raw -300767.190593 + Penalty 2684.492089 = -298082.698504
  nChanged 24
		SP:Iteration 19Q (188867.510000 sec): 3 clusters
  Score: Raw -300778.212846 + Penalty 2684.492089 = -298093.720757
  nChanged 18
		SP:Iteration 20F (188867.680000 sec): 3 clusters
  Score: Raw -300783.427480 + Penalty 2684.492089 = -298098.935391
  nChanged 12
		SP:Iteration 21Q (188867.860000 sec): 3 clusters
  Score: Raw -300787.175878 + Penalty 2684.492089 = -298102.683788
  nChanged 13
		SP:Iteration 22Q (188868.040000 sec): 3 clusters
  Score: Raw -300790.439680 + Penalty 2684.492089 = -298105.947590
  nChanged 11
		SP:Iteration 23Q (188868.210000 sec): 3 clusters
  Score: Raw -300793.071146 + Penalty 2684.492089 = -298108.579057
  nChanged 12
		SP:Iteration 24Q (188868.390000 sec): 3 clusters
  Score: Raw -300797.037572 + Penalty 2684.492089 = -298112.545483
  nChanged 8
		SP:Iteration 25Q (188868.560000 sec): 3 clusters
  Score: Raw -300799.633894 + Penalty 2684.492089 = -298115.141805
  nChanged 5
		SP:Iteration 26Q (188868.740000 sec): 3 clusters
  Score: Raw -300801.530102 + Penalty 2684.492089 = -298117.038013
  nChanged 3
		SP:Iteration 27Q (188868.810000 sec): 3 clusters
  Score: Raw -300802.355964 + Penalty 2684.492089 = -298117.863874
  nChanged 5
		SP:Iteration 28Q (188868.890000 sec): 3 clusters
  Score: Raw -300803.606678 + Penalty 2684.492089 = -298119.114588
  nChanged 5
		SP:Iteration 29Q (188868.970000 sec): 3 clusters
  Score: Raw -300804.846511 + Penalty 2684.492089 = -298120.354422
  nChanged 3
		SP:Iteration 30Q (188869.050000 sec): 3 clusters
  Score: Raw -300805.682375 + Penalty 2684.492089 = -298121.190286
  nChanged 2
		SP:Iteration 31Q (188869.130000 sec): 3 clusters
  Score: Raw -300806.656275 + Penalty 2684.492089 = -298122.164186
  nChanged 2
		SP:Iteration 32Q (188869.210000 sec): 3 clusters
  Score: Raw -300807.311755 + Penalty 2684.492089 = -298122.819665
  nChanged 5
		SP:Iteration 33Q (188869.280000 sec): 3 clusters
  Score: Raw -300808.413585 + Penalty 2684.492089 = -298123.921496
  nChanged 0
		SP:Iteration 34F (188869.360000 sec): 3 clusters
  Score: Raw -300808.413585 + Penalty 2684.492089 = -298123.921496
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (6541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188869.480000 sec): 2 clusters
  Score: Raw -558290.014671 + Penalty 1427.699867 = -556862.314803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188869.700000 sec): 3 clusters
  Score: Raw -554776.787493 + Penalty 2855.399735 = -551921.387758
  nChanged 2693
		SP:Iteration 1F (188869.840000 sec): 3 clusters
  Score: Raw -556490.954718 + Penalty 2855.399735 = -553635.554983
  nChanged 505
		SP:Iteration 2F (188869.940000 sec): 3 clusters
  Score: Raw -556813.950849 + Penalty 2855.399735 = -553958.551114
  nChanged 429
		SP:Iteration 3F (188870.040000 sec): 3 clusters
  Score: Raw -557107.194025 + Penalty 2855.399735 = -554251.794290
  nChanged 391
		SP:Iteration 4F (188870.140000 sec): 3 clusters
  Score: Raw -557373.369958 + Penalty 2855.399735 = -554517.970224
  nChanged 306
		SP:Iteration 5Q (188870.240000 sec): 3 clusters
  Score: Raw -557568.603983 + Penalty 2855.399735 = -554713.204248
  nChanged 270
		SP:Iteration 6Q (188870.440000 sec): 3 clusters
  Score: Raw -557748.810931 + Penalty 2855.399735 = -554893.411197
  nChanged 216
		SP:Iteration 7Q (188870.660000 sec): 3 clusters
  Score: Raw -557869.505089 + Penalty 2855.399735 = -555014.105354
  nChanged 188
		SP:Iteration 8Q (188870.850000 sec): 3 clusters
  Score: Raw -557988.414744 + Penalty 2855.399735 = -555133.015009
  nChanged 172
		SP:Iteration 9Q (188871.060000 sec): 3 clusters
  Score: Raw -558091.699334 + Penalty 2855.399735 = -555236.299599
  nChanged 151
		SP:Iteration 10Q (188871.270000 sec): 3 clusters
  Score: Raw -558182.404059 + Penalty 2855.399735 = -555327.004324
  nChanged 126
		SP:Iteration 11Q (188871.480000 sec): 3 clusters
  Score: Raw -558255.188017 + Penalty 2855.399735 = -555399.788282
  nChanged 123
		SP:Iteration 12Q (188871.620000 sec): 3 clusters
  Score: Raw -558336.478564 + Penalty 2855.399735 = -555481.078829
  nChanged 102
		SP:Iteration 13Q (188871.710000 sec): 3 clusters
  Score: Raw -558411.904134 + Penalty 2855.399735 = -555556.504399
  nChanged 91
		SP:Iteration 14Q (188871.810000 sec): 3 clusters
  Score: Raw -558478.808306 + Penalty 2855.399735 = -555623.408571
  nChanged 79
		SP:Iteration 15Q (188871.910000 sec): 3 clusters
  Score: Raw -558537.127955 + Penalty 2855.399735 = -555681.728220
  nChanged 70
		SP:Iteration 16Q (188872.010000 sec): 3 clusters
  Score: Raw -558583.343060 + Penalty 2855.399735 = -555727.943325
  nChanged 54
		SP:Iteration 17Q (188872.120000 sec): 3 clusters
  Score: Raw -558610.880774 + Penalty 2855.399735 = -555755.481039
  nChanged 39
		SP:Iteration 18Q (188872.220000 sec): 3 clusters
  Score: Raw -558638.237865 + Penalty 2855.399735 = -555782.838130
  nChanged 33
		SP:Iteration 19Q (188872.320000 sec): 3 clusters
  Score: Raw -558656.037487 + Penalty 2855.399735 = -555800.637753
  nChanged 27
		SP:Iteration 20F (188872.420000 sec): 3 clusters
  Score: Raw -558669.760210 + Penalty 2855.399735 = -555814.360475
  nChanged 17
		SP:Iteration 21Q (188872.610000 sec): 3 clusters
  Score: Raw -558677.230403 + Penalty 2855.399735 = -555821.830668
  nChanged 14
		SP:Iteration 22Q (188872.710000 sec): 3 clusters
  Score: Raw -558681.167075 + Penalty 2855.399735 = -555825.767340
  nChanged 8
		SP:Iteration 23Q (188872.880000 sec): 3 clusters
  Score: Raw -558684.235848 + Penalty 2855.399735 = -555828.836113
  nChanged 4
		SP:Iteration 24Q (188873.040000 sec): 3 clusters
  Score: Raw -558685.472871 + Penalty 2855.399735 = -555830.073136
  nChanged 5
		SP:Iteration 25Q (188873.200000 sec): 3 clusters
  Score: Raw -558687.947169 + Penalty 2855.399735 = -555832.547435
  nChanged 8
		SP:Iteration 26Q (188873.370000 sec): 3 clusters
  Score: Raw -558690.106699 + Penalty 2855.399735 = -555834.706964
  nChanged 5
		SP:Iteration 27Q (188873.530000 sec): 3 clusters
  Score: Raw -558692.108642 + Penalty 2855.399735 = -555836.708907
  nChanged 4
		SP:Iteration 28Q (188873.700000 sec): 3 clusters
  Score: Raw -558693.575863 + Penalty 2855.399735 = -555838.176128
  nChanged 1
		SP:Iteration 29Q (188873.860000 sec): 3 clusters
  Score: Raw -558693.736994 + Penalty 2855.399735 = -555838.337259
  nChanged 2
		SP:Iteration 30Q (188874.030000 sec): 3 clusters
  Score: Raw -558694.012415 + Penalty 2855.399735 = -555838.612680
  nChanged 0
		SP:Iteration 31F (188874.190000 sec): 3 clusters
  Score: Raw -558694.012415 + Penalty 2855.399735 = -555838.612680
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (4906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188874.260000 sec): 2 clusters
  Score: Raw -414868.771384 + Penalty 1380.959812 = -413487.811573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188874.360000 sec): 3 clusters
  Score: Raw -412338.050933 + Penalty 2761.919623 = -409576.131310
  nChanged 1960
		SP:Iteration 1F (188874.440000 sec): 3 clusters
  Score: Raw -413453.297066 + Penalty 2761.919623 = -410691.377443
  nChanged 390
		SP:Iteration 2F (188874.530000 sec): 3 clusters
  Score: Raw -413725.882635 + Penalty 2761.919623 = -410963.963011
  nChanged 350
		SP:Iteration 3F (188874.620000 sec): 3 clusters
  Score: Raw -414009.313051 + Penalty 2761.919623 = -411247.393428
  nChanged 338
		SP:Iteration 4F (188874.710000 sec): 3 clusters
  Score: Raw -414283.244413 + Penalty 2761.919623 = -411521.324790
  nChanged 293
		SP:Iteration 5F (188874.800000 sec): 3 clusters
  Score: Raw -414529.523074 + Penalty 2761.919623 = -411767.603451
  nChanged 263
		SP:Iteration 6F (188874.880000 sec): 3 clusters
  Score: Raw -414747.873012 + Penalty 2761.919623 = -411985.953389
  nChanged 223
		SP:Iteration 7Q (188874.970000 sec): 3 clusters
  Score: Raw -414924.230644 + Penalty 2761.919623 = -412162.311021
  nChanged 184
		SP:Iteration 8Q (188875.060000 sec): 3 clusters
  Score: Raw -415060.507581 + Penalty 2761.919623 = -412298.587958
  nChanged 158
		SP:Iteration 9Q (188875.150000 sec): 3 clusters
  Score: Raw -415159.505360 + Penalty 2761.919623 = -412397.585737
  nChanged 116
		SP:Iteration 10Q (188875.240000 sec): 3 clusters
  Score: Raw -415245.474932 + Penalty 2761.919623 = -412483.555309
  nChanged 106
		SP:Iteration 11Q (188875.330000 sec): 3 clusters
  Score: Raw -415316.389464 + Penalty 2761.919623 = -412554.469841
  nChanged 88
		SP:Iteration 12Q (188875.420000 sec): 3 clusters
  Score: Raw -415373.441219 + Penalty 2761.919623 = -412611.521595
  nChanged 84
		SP:Iteration 13Q (188875.510000 sec): 3 clusters
  Score: Raw -415452.212660 + Penalty 2761.919623 = -412690.293037
  nChanged 74
		SP:Iteration 14Q (188875.600000 sec): 3 clusters
  Score: Raw -415510.523395 + Penalty 2761.919623 = -412748.603772
  nChanged 62
		SP:Iteration 15Q (188875.690000 sec): 3 clusters
  Score: Raw -415547.476931 + Penalty 2761.919623 = -412785.557308
  nChanged 49
		SP:Iteration 16Q (188875.780000 sec): 3 clusters
  Score: Raw -415573.764960 + Penalty 2761.919623 = -412811.845337
  nChanged 36
		SP:Iteration 17Q (188875.870000 sec): 3 clusters
  Score: Raw -415591.564088 + Penalty 2761.919623 = -412829.644465
  nChanged 35
		SP:Iteration 18Q (188875.950000 sec): 3 clusters
  Score: Raw -415606.527089 + Penalty 2761.919623 = -412844.607466
  nChanged 26
		SP:Iteration 19Q (188876.050000 sec): 3 clusters
  Score: Raw -415616.753484 + Penalty 2761.919623 = -412854.833861
  nChanged 27
		SP:Iteration 20F (188876.130000 sec): 3 clusters
  Score: Raw -415626.316864 + Penalty 2761.919623 = -412864.397241
  nChanged 23
		SP:Iteration 21Q (188876.220000 sec): 3 clusters
  Score: Raw -415632.703321 + Penalty 2761.919623 = -412870.783697
  nChanged 14
		SP:Iteration 22Q (188876.310000 sec): 3 clusters
  Score: Raw -415636.744284 + Penalty 2761.919623 = -412874.824661
  nChanged 12
		SP:Iteration 23Q (188876.400000 sec): 3 clusters
  Score: Raw -415640.155912 + Penalty 2761.919623 = -412878.236289
  nChanged 9
		SP:Iteration 24Q (188876.490000 sec): 3 clusters
  Score: Raw -415642.522336 + Penalty 2761.919623 = -412880.602713
  nChanged 10
		SP:Iteration 25Q (188876.580000 sec): 3 clusters
  Score: Raw -415645.374823 + Penalty 2761.919623 = -412883.455200
  nChanged 6
		SP:Iteration 26Q (188876.670000 sec): 3 clusters
  Score: Raw -415647.168021 + Penalty 2761.919623 = -412885.248398
  nChanged 6
		SP:Iteration 27Q (188876.750000 sec): 3 clusters
  Score: Raw -415649.502559 + Penalty 2761.919623 = -412887.582936
  nChanged 6
		SP:Iteration 28Q (188876.850000 sec): 3 clusters
  Score: Raw -415650.949488 + Penalty 2761.919623 = -412889.029865
  nChanged 8
		SP:Iteration 29Q (188876.930000 sec): 3 clusters
  Score: Raw -415653.103890 + Penalty 2761.919623 = -412891.184267
  nChanged 11
		SP:Iteration 30Q (188877.020000 sec): 3 clusters
  Score: Raw -415656.371681 + Penalty 2761.919623 = -412894.452058
  nChanged 11
		SP:Iteration 31Q (188877.110000 sec): 3 clusters
  Score: Raw -415660.397893 + Penalty 2761.919623 = -412898.478270
  nChanged 9
		SP:Iteration 32Q (188877.200000 sec): 3 clusters
  Score: Raw -415663.959156 + Penalty 2761.919623 = -412902.039533
  nChanged 7
		SP:Iteration 33Q (188877.290000 sec): 3 clusters
  Score: Raw -415665.906441 + Penalty 2761.919623 = -412903.986818
  nChanged 3
		SP:Iteration 34Q (188877.380000 sec): 3 clusters
  Score: Raw -415666.809094 + Penalty 2761.919623 = -412904.889471
  nChanged 4
		SP:Iteration 35Q (188877.470000 sec): 3 clusters
  Score: Raw -415667.930427 + Penalty 2761.919623 = -412906.010804
  nChanged 3
		SP:Iteration 36Q (188877.560000 sec): 3 clusters
  Score: Raw -415668.199662 + Penalty 2761.919623 = -412906.280039
  nChanged 0
		SP:Iteration 37F (188877.640000 sec): 3 clusters
  Score: Raw -415668.199662 + Penalty 2761.919623 = -412906.280039
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (4403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188877.720000 sec): 2 clusters
  Score: Raw -376039.489494 + Penalty 1363.381728 = -374676.107766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188877.810000 sec): 3 clusters
  Score: Raw -373832.587054 + Penalty 2726.763457 = -371105.823597
  nChanged 1776
		SP:Iteration 1F (188877.890000 sec): 3 clusters
  Score: Raw -374864.213258 + Penalty 2726.763457 = -372137.449802
  nChanged 309
		SP:Iteration 2F (188877.970000 sec): 3 clusters
  Score: Raw -375056.038286 + Penalty 2726.763457 = -372329.274829
  nChanged 235
		SP:Iteration 3F (188878.050000 sec): 3 clusters
  Score: Raw -375182.055396 + Penalty 2726.763457 = -372455.291939
  nChanged 189
		SP:Iteration 4Q (188878.130000 sec): 3 clusters
  Score: Raw -375277.322221 + Penalty 2726.763457 = -372550.558765
  nChanged 159
		SP:Iteration 5Q (188878.220000 sec): 3 clusters
  Score: Raw -375358.551612 + Penalty 2726.763457 = -372631.788156
  nChanged 138
		SP:Iteration 6Q (188878.300000 sec): 3 clusters
  Score: Raw -375438.398232 + Penalty 2726.763457 = -372711.634775
  nChanged 141
		SP:Iteration 7Q (188878.380000 sec): 3 clusters
  Score: Raw -375524.683303 + Penalty 2726.763457 = -372797.919846
  nChanged 130
		SP:Iteration 8Q (188878.510000 sec): 3 clusters
  Score: Raw -375602.934228 + Penalty 2726.763457 = -372876.170771
  nChanged 126
		SP:Iteration 9Q (188878.600000 sec): 3 clusters
  Score: Raw -375683.542136 + Penalty 2726.763457 = -372956.778679
  nChanged 127
		SP:Iteration 10Q (188878.690000 sec): 3 clusters
  Score: Raw -375756.619556 + Penalty 2726.763457 = -373029.856099
  nChanged 113
		SP:Iteration 11Q (188878.770000 sec): 3 clusters
  Score: Raw -375821.338446 + Penalty 2726.763457 = -373094.574989
  nChanged 108
		SP:Iteration 12Q (188878.860000 sec): 3 clusters
  Score: Raw -375873.549966 + Penalty 2726.763457 = -373146.786509
  nChanged 80
		SP:Iteration 13Q (188878.940000 sec): 3 clusters
  Score: Raw -375909.516410 + Penalty 2726.763457 = -373182.752953
  nChanged 69
		SP:Iteration 14Q (188879.030000 sec): 3 clusters
  Score: Raw -375941.576466 + Penalty 2726.763457 = -373214.813009
  nChanged 64
		SP:Iteration 15Q (188879.110000 sec): 3 clusters
  Score: Raw -375970.749521 + Penalty 2726.763457 = -373243.986064
  nChanged 65
		SP:Iteration 16Q (188879.290000 sec): 3 clusters
  Score: Raw -376000.446801 + Penalty 2726.763457 = -373273.683344
  nChanged 56
		SP:Iteration 17Q (188879.420000 sec): 3 clusters
  Score: Raw -376026.472855 + Penalty 2726.763457 = -373299.709398
  nChanged 55
		SP:Iteration 18Q (188879.600000 sec): 3 clusters
  Score: Raw -376051.725646 + Penalty 2726.763457 = -373324.962190
  nChanged 49
		SP:Iteration 19Q (188879.770000 sec): 3 clusters
  Score: Raw -376075.710339 + Penalty 2726.763457 = -373348.946883
  nChanged 52
		SP:Iteration 20F (188879.970000 sec): 3 clusters
  Score: Raw -376098.376828 + Penalty 2726.763457 = -373371.613372
  nChanged 45
		SP:Iteration 21Q (188880.170000 sec): 3 clusters
  Score: Raw -376117.406176 + Penalty 2726.763457 = -373390.642719
  nChanged 49
		SP:Iteration 22Q (188880.340000 sec): 3 clusters
  Score: Raw -376138.371889 + Penalty 2726.763457 = -373411.608432
  nChanged 45
		SP:Iteration 23Q (188880.520000 sec): 3 clusters
  Score: Raw -376159.359206 + Penalty 2726.763457 = -373432.595749
  nChanged 47
		SP:Iteration 24Q (188880.690000 sec): 3 clusters
  Score: Raw -376185.643673 + Penalty 2726.763457 = -373458.880216
  nChanged 51
		SP:Iteration 25Q (188880.870000 sec): 3 clusters
  Score: Raw -376211.014497 + Penalty 2726.763457 = -373484.251041
  nChanged 61
		SP:Iteration 26Q (188881.040000 sec): 3 clusters
  Score: Raw -376238.141687 + Penalty 2726.763457 = -373511.378230
  nChanged 54
		SP:Iteration 27Q (188881.220000 sec): 3 clusters
  Score: Raw -376260.422441 + Penalty 2726.763457 = -373533.658984
  nChanged 38
		SP:Iteration 28Q (188881.330000 sec): 3 clusters
  Score: Raw -376274.066735 + Penalty 2726.763457 = -373547.303278
  nChanged 35
		SP:Iteration 29Q (188881.410000 sec): 3 clusters
  Score: Raw -376287.394441 + Penalty 2726.763457 = -373560.630984
  nChanged 26
		SP:Iteration 30Q (188881.490000 sec): 3 clusters
  Score: Raw -376296.444361 + Penalty 2726.763457 = -373569.680904
  nChanged 24
		SP:Iteration 31Q (188881.570000 sec): 3 clusters
  Score: Raw -376307.682765 + Penalty 2726.763457 = -373580.919308
  nChanged 36
		SP:Iteration 32Q (188881.650000 sec): 3 clusters
  Score: Raw -376326.035168 + Penalty 2726.763457 = -373599.271711
  nChanged 37
		SP:Iteration 33Q (188881.730000 sec): 3 clusters
  Score: Raw -376343.689756 + Penalty 2726.763457 = -373616.926299
  nChanged 44
		SP:Iteration 34Q (188881.810000 sec): 3 clusters
  Score: Raw -376366.685728 + Penalty 2726.763457 = -373639.922271
  nChanged 40
		SP:Iteration 35Q (188881.890000 sec): 3 clusters
  Score: Raw -376386.238369 + Penalty 2726.763457 = -373659.474912
  nChanged 39
		SP:Iteration 36Q (188881.970000 sec): 3 clusters
  Score: Raw -376402.566600 + Penalty 2726.763457 = -373675.803143
  nChanged 32
		SP:Iteration 37Q (188882.050000 sec): 3 clusters
  Score: Raw -376417.440563 + Penalty 2726.763457 = -373690.677106
  nChanged 33
		SP:Iteration 38Q (188882.130000 sec): 3 clusters
  Score: Raw -376435.515177 + Penalty 2726.763457 = -373708.751720
  nChanged 33
		SP:Iteration 39Q (188882.210000 sec): 3 clusters
  Score: Raw -376452.220592 + Penalty 2726.763457 = -373725.457135
  nChanged 34
		SP:Iteration 40F (188882.290000 sec): 3 clusters
  Score: Raw -376472.346285 + Penalty 2726.763457 = -373745.582828
  nChanged 40
		SP:Iteration 41Q (188882.370000 sec): 3 clusters
  Score: Raw -376495.805174 + Penalty 2726.763457 = -373769.041717
  nChanged 31
		SP:Iteration 42Q (188882.450000 sec): 3 clusters
  Score: Raw -376515.512673 + Penalty 2726.763457 = -373788.749216
  nChanged 41
		SP:Iteration 43Q (188882.530000 sec): 3 clusters
  Score: Raw -376538.493936 + Penalty 2726.763457 = -373811.730479
  nChanged 37
		SP:Iteration 44Q (188882.610000 sec): 3 clusters
  Score: Raw -376558.189094 + Penalty 2726.763457 = -373831.425637
  nChanged 36
		SP:Iteration 45Q (188882.690000 sec): 3 clusters
  Score: Raw -376578.524870 + Penalty 2726.763457 = -373851.761413
  nChanged 38
		SP:Iteration 46Q (188882.770000 sec): 3 clusters
  Score: Raw -376603.737334 + Penalty 2726.763457 = -373876.973877
  nChanged 28
		SP:Iteration 47Q (188882.850000 sec): 3 clusters
  Score: Raw -376616.842960 + Penalty 2726.763457 = -373890.079503
  nChanged 22
		SP:Iteration 48Q (188882.930000 sec): 3 clusters
  Score: Raw -376625.935017 + Penalty 2726.763457 = -373899.171560
  nChanged 21
		SP:Iteration 49Q (188883.000000 sec): 3 clusters
  Score: Raw -376633.915228 + Penalty 2726.763457 = -373907.151771
  nChanged 14
		SP:Iteration 50Q (188883.080000 sec): 3 clusters
  Score: Raw -376639.058195 + Penalty 2726.763457 = -373912.294738
  nChanged 7
		SP:Iteration 51Q (188883.160000 sec): 3 clusters
  Score: Raw -376641.245355 + Penalty 2726.763457 = -373914.481898
  nChanged 4
		SP:Iteration 52Q (188883.240000 sec): 3 clusters
  Score: Raw -376643.229360 + Penalty 2726.763457 = -373916.465903
  nChanged 4
		SP:Iteration 53Q (188883.320000 sec): 3 clusters
  Score: Raw -376644.291222 + Penalty 2726.763457 = -373917.527765
  nChanged 3
		SP:Iteration 54Q (188883.400000 sec): 3 clusters
  Score: Raw -376645.029717 + Penalty 2726.763457 = -373918.266260
  nChanged 3
		SP:Iteration 55Q (188883.480000 sec): 3 clusters
  Score: Raw -376646.011374 + Penalty 2726.763457 = -373919.247917
  nChanged 3
		SP:Iteration 56Q (188883.560000 sec): 3 clusters
  Score: Raw -376646.555871 + Penalty 2726.763457 = -373919.792414
  nChanged 0
		SP:Iteration 57F (188883.640000 sec): 3 clusters
  Score: Raw -376646.555871 + Penalty 2726.763457 = -373919.792414
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (4042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188883.740000 sec): 2 clusters
  Score: Raw -309460.313476 + Penalty 1349.480421 = -308110.833055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188883.910000 sec): 3 clusters
  Score: Raw -307482.903424 + Penalty 2698.960842 = -304783.942582
  nChanged 1600
		SP:Iteration 1F (188884.090000 sec): 3 clusters
  Score: Raw -308623.133736 + Penalty 2698.960842 = -305924.172894
  nChanged 404
		SP:Iteration 2F (188884.170000 sec): 3 clusters
  Score: Raw -309020.444331 + Penalty 2698.960842 = -306321.483489
  nChanged 324
		SP:Iteration 3F (188884.260000 sec): 3 clusters
  Score: Raw -309334.775645 + Penalty 2698.960842 = -306635.814803
  nChanged 257
		SP:Iteration 4F (188884.340000 sec): 3 clusters
  Score: Raw -309555.945812 + Penalty 2698.960842 = -306856.984971
  nChanged 202
		SP:Iteration 5Q (188884.420000 sec): 3 clusters
  Score: Raw -309713.484412 + Penalty 2698.960842 = -307014.523570
  nChanged 145
		SP:Iteration 6Q (188884.500000 sec): 3 clusters
  Score: Raw -309824.609375 + Penalty 2698.960842 = -307125.648534
  nChanged 114
		SP:Iteration 7Q (188884.580000 sec): 3 clusters
  Score: Raw -309908.234122 + Penalty 2698.960842 = -307209.273280
  nChanged 84
		SP:Iteration 8Q (188884.660000 sec): 3 clusters
  Score: Raw -309963.553657 + Penalty 2698.960842 = -307264.592815
  nChanged 73
		SP:Iteration 9Q (188884.740000 sec): 3 clusters
  Score: Raw -310008.431164 + Penalty 2698.960842 = -307309.470322
  nChanged 64
		SP:Iteration 10Q (188884.820000 sec): 3 clusters
  Score: Raw -310046.172343 + Penalty 2698.960842 = -307347.211501
  nChanged 54
		SP:Iteration 11Q (188884.900000 sec): 3 clusters
  Score: Raw -310078.005438 + Penalty 2698.960842 = -307379.044596
  nChanged 38
		SP:Iteration 12Q (188884.980000 sec): 3 clusters
  Score: Raw -310092.042978 + Penalty 2698.960842 = -307393.082137
  nChanged 21
		SP:Iteration 13Q (188885.060000 sec): 3 clusters
  Score: Raw -310104.725776 + Penalty 2698.960842 = -307405.764934
  nChanged 26
		SP:Iteration 14Q (188885.270000 sec): 3 clusters
  Score: Raw -310122.878743 + Penalty 2698.960842 = -307423.917901
  nChanged 23
		SP:Iteration 15Q (188885.430000 sec): 3 clusters
  Score: Raw -310135.980903 + Penalty 2698.960842 = -307437.020061
  nChanged 19
		SP:Iteration 16Q (188885.600000 sec): 3 clusters
  Score: Raw -310143.069243 + Penalty 2698.960842 = -307444.108402
  nChanged 15
		SP:Iteration 17Q (188885.770000 sec): 3 clusters
  Score: Raw -310148.158865 + Penalty 2698.960842 = -307449.198024
  nChanged 13
		SP:Iteration 18Q (188885.950000 sec): 3 clusters
  Score: Raw -310152.891515 + Penalty 2698.960842 = -307453.930673
  nChanged 17
		SP:Iteration 19Q (188886.040000 sec): 3 clusters
  Score: Raw -310159.813353 + Penalty 2698.960842 = -307460.852512
  nChanged 22
		SP:Iteration 20F (188886.220000 sec): 3 clusters
  Score: Raw -310169.468736 + Penalty 2698.960842 = -307470.507894
  nChanged 23
		SP:Iteration 21Q (188886.320000 sec): 3 clusters
  Score: Raw -310181.985432 + Penalty 2698.960842 = -307483.024590
  nChanged 22
		SP:Iteration 22Q (188886.400000 sec): 3 clusters
  Score: Raw -310190.050971 + Penalty 2698.960842 = -307491.090129
  nChanged 15
		SP:Iteration 23Q (188886.480000 sec): 3 clusters
  Score: Raw -310195.620200 + Penalty 2698.960842 = -307496.659358
  nChanged 10
		SP:Iteration 24Q (188886.560000 sec): 3 clusters
  Score: Raw -310199.433787 + Penalty 2698.960842 = -307500.472945
  nChanged 10
		SP:Iteration 25Q (188886.640000 sec): 3 clusters
  Score: Raw -310202.983225 + Penalty 2698.960842 = -307504.022383
  nChanged 7
		SP:Iteration 26Q (188886.720000 sec): 3 clusters
  Score: Raw -310206.055665 + Penalty 2698.960842 = -307507.094824
  nChanged 6
		SP:Iteration 27Q (188886.800000 sec): 3 clusters
  Score: Raw -310208.130476 + Penalty 2698.960842 = -307509.169634
  nChanged 4
		SP:Iteration 28Q (188886.880000 sec): 3 clusters
  Score: Raw -310209.692340 + Penalty 2698.960842 = -307510.731498
  nChanged 5
		SP:Iteration 29Q (188886.960000 sec): 3 clusters
  Score: Raw -310211.873867 + Penalty 2698.960842 = -307512.913026
  nChanged 5
		SP:Iteration 30Q (188887.040000 sec): 3 clusters
  Score: Raw -310213.917869 + Penalty 2698.960842 = -307514.957028
  nChanged 4
		SP:Iteration 31Q (188887.120000 sec): 3 clusters
  Score: Raw -310215.179417 + Penalty 2698.960842 = -307516.218575
  nChanged 4
		SP:Iteration 32Q (188887.200000 sec): 3 clusters
  Score: Raw -310216.159914 + Penalty 2698.960842 = -307517.199072
  nChanged 0
		SP:Iteration 33F (188887.280000 sec): 3 clusters
  Score: Raw -310216.159914 + Penalty 2698.960842 = -307517.199072
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (4328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188887.350000 sec): 2 clusters
  Score: Raw -376650.728017 + Penalty 1360.589883 = -375290.138134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188887.440000 sec): 3 clusters
  Score: Raw -374411.208275 + Penalty 2721.179767 = -371690.028509
  nChanged 1795
		SP:Iteration 1F (188887.530000 sec): 3 clusters
  Score: Raw -375502.298075 + Penalty 2721.179767 = -372781.118308
  nChanged 350
		SP:Iteration 2F (188887.620000 sec): 3 clusters
  Score: Raw -375754.181314 + Penalty 2721.179767 = -373033.001547
  nChanged 273
		SP:Iteration 3F (188887.700000 sec): 3 clusters
  Score: Raw -375956.567178 + Penalty 2721.179767 = -373235.387411
  nChanged 240
		SP:Iteration 4F (188887.790000 sec): 3 clusters
  Score: Raw -376133.636893 + Penalty 2721.179767 = -373412.457126
  nChanged 207
		SP:Iteration 5Q (188887.880000 sec): 3 clusters
  Score: Raw -376280.770207 + Penalty 2721.179767 = -373559.590440
  nChanged 190
		SP:Iteration 6Q (188887.960000 sec): 3 clusters
  Score: Raw -376437.381812 + Penalty 2721.179767 = -373716.202046
  nChanged 192
		SP:Iteration 7Q (188888.050000 sec): 3 clusters
  Score: Raw -376607.749789 + Penalty 2721.179767 = -373886.570022
  nChanged 182
		SP:Iteration 8Q (188888.140000 sec): 3 clusters
  Score: Raw -376756.980093 + Penalty 2721.179767 = -374035.800326
  nChanged 166
		SP:Iteration 9Q (188888.220000 sec): 3 clusters
  Score: Raw -376906.060588 + Penalty 2721.179767 = -374184.880822
  nChanged 159
		SP:Iteration 10Q (188888.310000 sec): 3 clusters
  Score: Raw -377036.429536 + Penalty 2721.179767 = -374315.249769
  nChanged 126
		SP:Iteration 11Q (188888.400000 sec): 3 clusters
  Score: Raw -377137.806555 + Penalty 2721.179767 = -374416.626788
  nChanged 103
		SP:Iteration 12Q (188888.480000 sec): 3 clusters
  Score: Raw -377208.960351 + Penalty 2721.179767 = -374487.780584
  nChanged 84
		SP:Iteration 13Q (188888.560000 sec): 3 clusters
  Score: Raw -377257.999999 + Penalty 2721.179767 = -374536.820233
  nChanged 64
		SP:Iteration 14Q (188888.650000 sec): 3 clusters
  Score: Raw -377294.529466 + Penalty 2721.179767 = -374573.349699
  nChanged 55
		SP:Iteration 15Q (188888.740000 sec): 3 clusters
  Score: Raw -377319.891200 + Penalty 2721.179767 = -374598.711434
  nChanged 49
		SP:Iteration 16Q (188888.820000 sec): 3 clusters
  Score: Raw -377343.680158 + Penalty 2721.179767 = -374622.500391
  nChanged 40
		SP:Iteration 17Q (188888.910000 sec): 3 clusters
  Score: Raw -377362.098667 + Penalty 2721.179767 = -374640.918900
  nChanged 23
		SP:Iteration 18Q (188888.990000 sec): 3 clusters
  Score: Raw -377373.291692 + Penalty 2721.179767 = -374652.111925
  nChanged 21
		SP:Iteration 19Q (188889.080000 sec): 3 clusters
  Score: Raw -377382.261172 + Penalty 2721.179767 = -374661.081405
  nChanged 24
		SP:Iteration 20F (188889.220000 sec): 3 clusters
  Score: Raw -377390.973144 + Penalty 2721.179767 = -374669.793378
  nChanged 17
		SP:Iteration 21Q (188889.310000 sec): 3 clusters
  Score: Raw -377398.578765 + Penalty 2721.179767 = -374677.398998
  nChanged 13
		SP:Iteration 22Q (188889.390000 sec): 3 clusters
  Score: Raw -377403.103385 + Penalty 2721.179767 = -374681.923618
  nChanged 12
		SP:Iteration 23Q (188889.480000 sec): 3 clusters
  Score: Raw -377411.113788 + Penalty 2721.179767 = -374689.934021
  nChanged 16
		SP:Iteration 24Q (188889.560000 sec): 3 clusters
  Score: Raw -377416.590913 + Penalty 2721.179767 = -374695.411146
  nChanged 15
		SP:Iteration 25Q (188889.650000 sec): 3 clusters
  Score: Raw -377421.343904 + Penalty 2721.179767 = -374700.164137
  nChanged 10
		SP:Iteration 26Q (188889.730000 sec): 3 clusters
  Score: Raw -377423.699429 + Penalty 2721.179767 = -374702.519662
  nChanged 7
		SP:Iteration 27Q (188889.820000 sec): 3 clusters
  Score: Raw -377425.518868 + Penalty 2721.179767 = -374704.339101
  nChanged 6
		SP:Iteration 28Q (188890.010000 sec): 3 clusters
  Score: Raw -377426.824389 + Penalty 2721.179767 = -374705.644622
  nChanged 3
		SP:Iteration 29Q (188890.180000 sec): 3 clusters
  Score: Raw -377427.410984 + Penalty 2721.179767 = -374706.231217
  nChanged 3
		SP:Iteration 30Q (188890.360000 sec): 3 clusters
  Score: Raw -377428.214199 + Penalty 2721.179767 = -374707.034433
  nChanged 2
		SP:Iteration 31Q (188890.540000 sec): 3 clusters
  Score: Raw -377428.856383 + Penalty 2721.179767 = -374707.676617
  nChanged 1
		SP:Iteration 32Q (188890.710000 sec): 3 clusters
  Score: Raw -377429.180564 + Penalty 2721.179767 = -374708.000798
  nChanged 3
		SP:Iteration 33Q (188890.890000 sec): 3 clusters
  Score: Raw -377429.708039 + Penalty 2721.179767 = -374708.528273
  nChanged 0
		SP:Iteration 34F (188890.990000 sec): 3 clusters
  Score: Raw -377429.708039 + Penalty 2721.179767 = -374708.528273
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (2625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188891.060000 sec): 2 clusters
  Score: Raw -225586.905243 + Penalty 1279.335878 = -224307.569364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188891.110000 sec): 3 clusters
  Score: Raw -224419.497742 + Penalty 2558.671757 = -221860.825985
  nChanged 984
		SP:Iteration 1F (188891.160000 sec): 3 clusters
  Score: Raw -225114.213928 + Penalty 2558.671757 = -222555.542171
  nChanged 248
		SP:Iteration 2F (188891.210000 sec): 3 clusters
  Score: Raw -225344.388992 + Penalty 2558.671757 = -222785.717235
  nChanged 171
		SP:Iteration 3F (188891.260000 sec): 3 clusters
  Score: Raw -225523.874507 + Penalty 2558.671757 = -222965.202750
  nChanged 154
		SP:Iteration 4F (188891.300000 sec): 3 clusters
  Score: Raw -225667.290199 + Penalty 2558.671757 = -223108.618442
  nChanged 106
		SP:Iteration 5Q (188891.350000 sec): 3 clusters
  Score: Raw -225743.228460 + Penalty 2558.671757 = -223184.556703
  nChanged 78
		SP:Iteration 6Q (188891.400000 sec): 3 clusters
  Score: Raw -225792.502389 + Penalty 2558.671757 = -223233.830632
  nChanged 60
		SP:Iteration 7Q (188891.450000 sec): 3 clusters
  Score: Raw -225830.993468 + Penalty 2558.671757 = -223272.321711
  nChanged 47
		SP:Iteration 8Q (188891.500000 sec): 3 clusters
  Score: Raw -225863.126126 + Penalty 2558.671757 = -223304.454369
  nChanged 41
		SP:Iteration 9Q (188891.550000 sec): 3 clusters
  Score: Raw -225889.559124 + Penalty 2558.671757 = -223330.887367
  nChanged 26
		SP:Iteration 10Q (188891.600000 sec): 3 clusters
  Score: Raw -225907.505381 + Penalty 2558.671757 = -223348.833624
  nChanged 24
		SP:Iteration 11Q (188891.650000 sec): 3 clusters
  Score: Raw -225921.179454 + Penalty 2558.671757 = -223362.507697
  nChanged 13
		SP:Iteration 12Q (188891.700000 sec): 3 clusters
  Score: Raw -225929.256542 + Penalty 2558.671757 = -223370.584785
  nChanged 13
		SP:Iteration 13Q (188891.750000 sec): 3 clusters
  Score: Raw -225937.300673 + Penalty 2558.671757 = -223378.628916
  nChanged 11
		SP:Iteration 14Q (188891.800000 sec): 3 clusters
  Score: Raw -225944.897103 + Penalty 2558.671757 = -223386.225346
  nChanged 6
		SP:Iteration 15Q (188891.850000 sec): 3 clusters
  Score: Raw -225947.236484 + Penalty 2558.671757 = -223388.564727
  nChanged 5
		SP:Iteration 16Q (188891.900000 sec): 3 clusters
  Score: Raw -225950.032750 + Penalty 2558.671757 = -223391.360993
  nChanged 6
		SP:Iteration 17Q (188891.950000 sec): 3 clusters
  Score: Raw -225953.573214 + Penalty 2558.671757 = -223394.901457
  nChanged 6
		SP:Iteration 18Q (188892.000000 sec): 3 clusters
  Score: Raw -225956.422852 + Penalty 2558.671757 = -223397.751096
  nChanged 6
		SP:Iteration 19Q (188892.050000 sec): 3 clusters
  Score: Raw -225960.368576 + Penalty 2558.671757 = -223401.696819
  nChanged 10
		SP:Iteration 20F (188892.100000 sec): 3 clusters
  Score: Raw -225968.541887 + Penalty 2558.671757 = -223409.870130
  nChanged 7
		SP:Iteration 21Q (188892.150000 sec): 3 clusters
  Score: Raw -225970.644541 + Penalty 2558.671757 = -223411.972784
  nChanged 4
		SP:Iteration 22Q (188892.200000 sec): 3 clusters
  Score: Raw -225972.737564 + Penalty 2558.671757 = -223414.065807
  nChanged 5
		SP:Iteration 23Q (188892.250000 sec): 3 clusters
  Score: Raw -225975.258361 + Penalty 2558.671757 = -223416.586605
  nChanged 7
		SP:Iteration 24Q (188892.300000 sec): 3 clusters
  Score: Raw -225978.786295 + Penalty 2558.671757 = -223420.114538
  nChanged 6
		SP:Iteration 25Q (188892.350000 sec): 3 clusters
  Score: Raw -225982.072219 + Penalty 2558.671757 = -223423.400462
  nChanged 3
		SP:Iteration 26Q (188892.400000 sec): 3 clusters
  Score: Raw -225984.639229 + Penalty 2558.671757 = -223425.967472
  nChanged 4
		SP:Iteration 27Q (188892.560000 sec): 3 clusters
  Score: Raw -225986.982737 + Penalty 2558.671757 = -223428.310980
  nChanged 1
		SP:Iteration 28Q (188892.620000 sec): 3 clusters
  Score: Raw -225987.184502 + Penalty 2558.671757 = -223428.512745
  nChanged 0
		SP:Iteration 29F (188892.670000 sec): 3 clusters
  Score: Raw -225987.184502 + Penalty 2558.671757 = -223428.512745
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188892.800000 sec): 2 clusters
  Score: Raw -930647.435720 + Penalty 1501.151967 = -929146.283753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188893.030000 sec): 3 clusters
  Score: Raw -924796.668900 + Penalty 3002.303934 = -921794.364966
  nChanged 4501
		SP:Iteration 1F (188893.260000 sec): 3 clusters
  Score: Raw -927419.746814 + Penalty 3002.303934 = -924417.442881
  nChanged 728
		SP:Iteration 2F (188893.390000 sec): 3 clusters
  Score: Raw -927826.182427 + Penalty 3002.303934 = -924823.878493
  nChanged 622
		SP:Iteration 3F (188893.540000 sec): 3 clusters
  Score: Raw -928186.559985 + Penalty 3002.303934 = -925184.256051
  nChanged 604
		SP:Iteration 4F (188893.710000 sec): 3 clusters
  Score: Raw -928508.146432 + Penalty 3002.303934 = -925505.842498
  nChanged 498
		SP:Iteration 5Q (188893.860000 sec): 3 clusters
  Score: Raw -928768.636363 + Penalty 3002.303934 = -925766.332429
  nChanged 454
		SP:Iteration 6Q (188894.090000 sec): 3 clusters
  Score: Raw -929002.375820 + Penalty 3002.303934 = -926000.071887
  nChanged 442
		SP:Iteration 7Q (188894.320000 sec): 3 clusters
  Score: Raw -929260.666515 + Penalty 3002.303934 = -926258.362581
  nChanged 441
		SP:Iteration 8Q (188894.540000 sec): 3 clusters
  Score: Raw -929510.966147 + Penalty 3002.303934 = -926508.662213
  nChanged 398
		SP:Iteration 9Q (188894.760000 sec): 3 clusters
  Score: Raw -929749.387604 + Penalty 3002.303934 = -926747.083670
  nChanged 367
		SP:Iteration 10Q (188894.910000 sec): 3 clusters
  Score: Raw -929976.740397 + Penalty 3002.303934 = -926974.436463
  nChanged 344
		SP:Iteration 11Q (188895.140000 sec): 3 clusters
  Score: Raw -930189.079775 + Penalty 3002.303934 = -927186.775841
  nChanged 266
		SP:Iteration 12Q (188895.360000 sec): 3 clusters
  Score: Raw -930350.366183 + Penalty 3002.303934 = -927348.062249
  nChanged 220
		SP:Iteration 13Q (188895.590000 sec): 3 clusters
  Score: Raw -930498.622634 + Penalty 3002.303934 = -927496.318700
  nChanged 179
		SP:Iteration 14Q (188895.810000 sec): 3 clusters
  Score: Raw -930617.187192 + Penalty 3002.303934 = -927614.883258
  nChanged 140
		SP:Iteration 15Q (188896.040000 sec): 3 clusters
  Score: Raw -930701.473239 + Penalty 3002.303934 = -927699.169306
  nChanged 84
		SP:Iteration 16Q (188896.260000 sec): 3 clusters
  Score: Raw -930755.792044 + Penalty 3002.303934 = -927753.488110
  nChanged 60
		SP:Iteration 17Q (188896.490000 sec): 3 clusters
  Score: Raw -930791.704447 + Penalty 3002.303934 = -927789.400513
  nChanged 45
		SP:Iteration 18Q (188896.710000 sec): 3 clusters
  Score: Raw -930824.726669 + Penalty 3002.303934 = -927822.422735
  nChanged 40
		SP:Iteration 19Q (188896.940000 sec): 3 clusters
  Score: Raw -930858.068517 + Penalty 3002.303934 = -927855.764584
  nChanged 43
		SP:Iteration 20F (188897.120000 sec): 3 clusters
  Score: Raw -930906.806636 + Penalty 3002.303934 = -927904.502702
  nChanged 30
		SP:Iteration 21Q (188897.340000 sec): 3 clusters
  Score: Raw -930930.207165 + Penalty 3002.303934 = -927927.903231
  nChanged 27
		SP:Iteration 22Q (188897.570000 sec): 3 clusters
  Score: Raw -930947.388368 + Penalty 3002.303934 = -927945.084435
  nChanged 22
		SP:Iteration 23Q (188897.790000 sec): 3 clusters
  Score: Raw -930960.680260 + Penalty 3002.303934 = -927958.376326
  nChanged 13
		SP:Iteration 24Q (188898.020000 sec): 3 clusters
  Score: Raw -930966.855458 + Penalty 3002.303934 = -927964.551525
  nChanged 7
		SP:Iteration 25Q (188898.240000 sec): 3 clusters
  Score: Raw -930969.832264 + Penalty 3002.303934 = -927967.528330
  nChanged 6
		SP:Iteration 26Q (188898.460000 sec): 3 clusters
  Score: Raw -930973.206182 + Penalty 3002.303934 = -927970.902248
  nChanged 4
		SP:Iteration 27Q (188898.680000 sec): 3 clusters
  Score: Raw -930975.410579 + Penalty 3002.303934 = -927973.106646
  nChanged 5
		SP:Iteration 28Q (188898.910000 sec): 3 clusters
  Score: Raw -930978.337374 + Penalty 3002.303934 = -927976.033440
  nChanged 7
		SP:Iteration 29Q (188899.130000 sec): 3 clusters
  Score: Raw -930981.302166 + Penalty 3002.303934 = -927978.998232
  nChanged 1
		SP:Iteration 30Q (188899.340000 sec): 3 clusters
  Score: Raw -930981.705945 + Penalty 3002.303934 = -927979.402011
  nChanged 0
		SP:Iteration 31F (188899.560000 sec): 3 clusters
  Score: Raw -930981.705945 + Penalty 3002.303934 = -927979.402011
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (7347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188899.700000 sec): 2 clusters
  Score: Raw -731985.984269 + Penalty 1446.582694 = -730539.401576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188899.900000 sec): 3 clusters
  Score: Raw -727973.417330 + Penalty 2893.165387 = -725080.251943
  nChanged 3074
		SP:Iteration 1F (188900.010000 sec): 3 clusters
  Score: Raw -729722.975376 + Penalty 2893.165387 = -726829.809988
  nChanged 523
		SP:Iteration 2F (188900.120000 sec): 3 clusters
  Score: Raw -729997.420283 + Penalty 2893.165387 = -727104.254896
  nChanged 409
		SP:Iteration 3F (188900.240000 sec): 3 clusters
  Score: Raw -730193.444173 + Penalty 2893.165387 = -727300.278786
  nChanged 334
		SP:Iteration 4Q (188900.460000 sec): 3 clusters
  Score: Raw -730352.545791 + Penalty 2893.165387 = -727459.380404
  nChanged 293
		SP:Iteration 5Q (188900.620000 sec): 3 clusters
  Score: Raw -730499.916522 + Penalty 2893.165387 = -727606.751135
  nChanged 286
		SP:Iteration 6Q (188900.820000 sec): 3 clusters
  Score: Raw -730659.368763 + Penalty 2893.165387 = -727766.203375
  nChanged 269
		SP:Iteration 7Q (188901.020000 sec): 3 clusters
  Score: Raw -730821.493130 + Penalty 2893.165387 = -727928.327743
  nChanged 273
		SP:Iteration 8Q (188901.220000 sec): 3 clusters
  Score: Raw -731000.541530 + Penalty 2893.165387 = -728107.376143
  nChanged 279
		SP:Iteration 9Q (188901.330000 sec): 3 clusters
  Score: Raw -731195.230176 + Penalty 2893.165387 = -728302.064789
  nChanged 250
		SP:Iteration 10Q (188901.450000 sec): 3 clusters
  Score: Raw -731371.347998 + Penalty 2893.165387 = -728478.182610
  nChanged 212
		SP:Iteration 11Q (188901.660000 sec): 3 clusters
  Score: Raw -731517.822138 + Penalty 2893.165387 = -728624.656751
  nChanged 183
		SP:Iteration 12Q (188901.860000 sec): 3 clusters
  Score: Raw -731655.677341 + Penalty 2893.165387 = -728762.511954
  nChanged 155
		SP:Iteration 13Q (188902.060000 sec): 3 clusters
  Score: Raw -731769.711167 + Penalty 2893.165387 = -728876.545780
  nChanged 126
		SP:Iteration 14Q (188902.280000 sec): 3 clusters
  Score: Raw -731869.038707 + Penalty 2893.165387 = -728975.873319
  nChanged 102
		SP:Iteration 15Q (188902.480000 sec): 3 clusters
  Score: Raw -731947.611344 + Penalty 2893.165387 = -729054.445957
  nChanged 89
		SP:Iteration 16Q (188902.680000 sec): 3 clusters
  Score: Raw -732014.777321 + Penalty 2893.165387 = -729121.611934
  nChanged 64
		SP:Iteration 17Q (188902.880000 sec): 3 clusters
  Score: Raw -732060.428930 + Penalty 2893.165387 = -729167.263543
  nChanged 42
		SP:Iteration 18Q (188903.090000 sec): 3 clusters
  Score: Raw -732086.295159 + Penalty 2893.165387 = -729193.129771
  nChanged 29
		SP:Iteration 19Q (188903.290000 sec): 3 clusters
  Score: Raw -732108.371028 + Penalty 2893.165387 = -729215.205640
  nChanged 29
		SP:Iteration 20F (188903.490000 sec): 3 clusters
  Score: Raw -732125.388999 + Penalty 2893.165387 = -729232.223612
  nChanged 19
		SP:Iteration 21Q (188903.650000 sec): 3 clusters
  Score: Raw -732136.942897 + Penalty 2893.165387 = -729243.777510
  nChanged 15
		SP:Iteration 22Q (188903.810000 sec): 3 clusters
  Score: Raw -732146.595289 + Penalty 2893.165387 = -729253.429902
  nChanged 13
		SP:Iteration 23Q (188903.970000 sec): 3 clusters
  Score: Raw -732156.084076 + Penalty 2893.165387 = -729262.918688
  nChanged 7
		SP:Iteration 24Q (188904.160000 sec): 3 clusters
  Score: Raw -732162.493842 + Penalty 2893.165387 = -729269.328455
  nChanged 10
		SP:Iteration 25Q (188904.330000 sec): 3 clusters
  Score: Raw -732167.993888 + Penalty 2893.165387 = -729274.828501
  nChanged 7
		SP:Iteration 26Q (188904.490000 sec): 3 clusters
  Score: Raw -732171.450808 + Penalty 2893.165387 = -729278.285420
  nChanged 6
		SP:Iteration 27Q (188904.650000 sec): 3 clusters
  Score: Raw -732174.695694 + Penalty 2893.165387 = -729281.530307
  nChanged 1
		SP:Iteration 28Q (188904.810000 sec): 3 clusters
  Score: Raw -732175.074616 + Penalty 2893.165387 = -729281.909229
  nChanged 0
		SP:Iteration 29F (188905.010000 sec): 3 clusters
  Score: Raw -732175.074616 + Penalty 2893.165387 = -729281.909229
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (3998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188905.110000 sec): 2 clusters
  Score: Raw -342653.287548 + Penalty 1347.701796 = -341305.585751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188905.300000 sec): 3 clusters
  Score: Raw -340646.800593 + Penalty 2695.403592 = -337951.397001
  nChanged 1582
		SP:Iteration 1F (188905.500000 sec): 3 clusters
  Score: Raw -341750.917538 + Penalty 2695.403592 = -339055.513946
  nChanged 416
		SP:Iteration 2F (188905.680000 sec): 3 clusters
  Score: Raw -342242.718337 + Penalty 2695.403592 = -339547.314744
  nChanged 355
		SP:Iteration 3F (188905.860000 sec): 3 clusters
  Score: Raw -342642.797851 + Penalty 2695.403592 = -339947.394259
  nChanged 284
		SP:Iteration 4F (188906.030000 sec): 3 clusters
  Score: Raw -342906.731768 + Penalty 2695.403592 = -340211.328176
  nChanged 202
		SP:Iteration 5F (188906.200000 sec): 3 clusters
  Score: Raw -343055.024043 + Penalty 2695.403592 = -340359.620450
  nChanged 140
		SP:Iteration 6Q (188906.380000 sec): 3 clusters
  Score: Raw -343153.554327 + Penalty 2695.403592 = -340458.150735
  nChanged 120
		SP:Iteration 7Q (188906.560000 sec): 3 clusters
  Score: Raw -343231.322527 + Penalty 2695.403592 = -340535.918935
  nChanged 89
		SP:Iteration 8Q (188906.730000 sec): 3 clusters
  Score: Raw -343290.093724 + Penalty 2695.403592 = -340594.690131
  nChanged 75
		SP:Iteration 9Q (188906.910000 sec): 3 clusters
  Score: Raw -343330.071080 + Penalty 2695.403592 = -340634.667488
  nChanged 56
		SP:Iteration 10Q (188907.080000 sec): 3 clusters
  Score: Raw -343360.283664 + Penalty 2695.403592 = -340664.880072
  nChanged 33
		SP:Iteration 11Q (188907.260000 sec): 3 clusters
  Score: Raw -343374.532709 + Penalty 2695.403592 = -340679.129116
  nChanged 25
		SP:Iteration 12Q (188907.440000 sec): 3 clusters
  Score: Raw -343387.169774 + Penalty 2695.403592 = -340691.766182
  nChanged 27
		SP:Iteration 13Q (188907.610000 sec): 3 clusters
  Score: Raw -343397.162158 + Penalty 2695.403592 = -340701.758566
  nChanged 15
		SP:Iteration 14Q (188907.790000 sec): 3 clusters
  Score: Raw -343402.515510 + Penalty 2695.403592 = -340707.111918
  nChanged 11
		SP:Iteration 15Q (188907.970000 sec): 3 clusters
  Score: Raw -343406.445599 + Penalty 2695.403592 = -340711.042007
  nChanged 10
		SP:Iteration 16Q (188908.140000 sec): 3 clusters
  Score: Raw -343411.018682 + Penalty 2695.403592 = -340715.615090
  nChanged 11
		SP:Iteration 17Q (188908.320000 sec): 3 clusters
  Score: Raw -343415.188545 + Penalty 2695.403592 = -340719.784953
  nChanged 8
		SP:Iteration 18Q (188908.490000 sec): 3 clusters
  Score: Raw -343417.788196 + Penalty 2695.403592 = -340722.384604
  nChanged 6
		SP:Iteration 19Q (188908.670000 sec): 3 clusters
  Score: Raw -343419.147158 + Penalty 2695.403592 = -340723.743566
  nChanged 4
		SP:Iteration 20F (188908.850000 sec): 3 clusters
  Score: Raw -343420.092450 + Penalty 2695.403592 = -340724.688858
  nChanged 5
		SP:Iteration 21Q (188909.020000 sec): 3 clusters
  Score: Raw -343421.698187 + Penalty 2695.403592 = -340726.294595
  nChanged 6
		SP:Iteration 22Q (188909.200000 sec): 3 clusters
  Score: Raw -343423.313261 + Penalty 2695.403592 = -340727.909668
  nChanged 2
		SP:Iteration 23Q (188909.370000 sec): 3 clusters
  Score: Raw -343423.615825 + Penalty 2695.403592 = -340728.212232
  nChanged 1
		SP:Iteration 24Q (188909.550000 sec): 3 clusters
  Score: Raw -343423.790226 + Penalty 2695.403592 = -340728.386633
  nChanged 2
		SP:Iteration 25Q (188909.730000 sec): 3 clusters
  Score: Raw -343424.070238 + Penalty 2695.403592 = -340728.666646
  nChanged 0
		SP:Iteration 26F (188909.900000 sec): 3 clusters
  Score: Raw -343424.070238 + Penalty 2695.403592 = -340728.666646
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (2032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188909.990000 sec): 2 clusters
  Score: Raw -152464.047520 + Penalty 1237.726069 = -151226.321451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188910.160000 sec): 3 clusters
  Score: Raw -151684.633141 + Penalty 2475.452138 = -149209.181003
  nChanged 765
		SP:Iteration 1F (188910.340000 sec): 3 clusters
  Score: Raw -152618.929438 + Penalty 2475.452138 = -150143.477300
  nChanged 236
		SP:Iteration 2F (188910.510000 sec): 3 clusters
  Score: Raw -153011.110071 + Penalty 2475.452138 = -150535.657933
  nChanged 151
		SP:Iteration 3F (188910.700000 sec): 3 clusters
  Score: Raw -153218.642386 + Penalty 2475.452138 = -150743.190248
  nChanged 100
		SP:Iteration 4Q (188910.740000 sec): 3 clusters
  Score: Raw -153347.842811 + Penalty 2475.452138 = -150872.390673
  nChanged 68
		SP:Iteration 5Q (188910.790000 sec): 3 clusters
  Score: Raw -153425.153556 + Penalty 2475.452138 = -150949.701418
  nChanged 51
		SP:Iteration 6Q (188910.830000 sec): 3 clusters
  Score: Raw -153483.934828 + Penalty 2475.452138 = -151008.482690
  nChanged 50
		SP:Iteration 7Q (188910.870000 sec): 3 clusters
  Score: Raw -153532.962345 + Penalty 2475.452138 = -151057.510207
  nChanged 43
		SP:Iteration 8Q (188910.910000 sec): 3 clusters
  Score: Raw -153577.884264 + Penalty 2475.452138 = -151102.432126
  nChanged 31
		SP:Iteration 9Q (188910.950000 sec): 3 clusters
  Score: Raw -153619.100596 + Penalty 2475.452138 = -151143.648458
  nChanged 30
		SP:Iteration 10Q (188910.990000 sec): 3 clusters
  Score: Raw -153651.258256 + Penalty 2475.452138 = -151175.806118
  nChanged 25
		SP:Iteration 11Q (188911.030000 sec): 3 clusters
  Score: Raw -153666.864323 + Penalty 2475.452138 = -151191.412185
  nChanged 15
		SP:Iteration 12Q (188911.080000 sec): 3 clusters
  Score: Raw -153674.440197 + Penalty 2475.452138 = -151198.988060
  nChanged 8
		SP:Iteration 13Q (188911.120000 sec): 3 clusters
  Score: Raw -153680.546283 + Penalty 2475.452138 = -151205.094145
  nChanged 9
		SP:Iteration 14Q (188911.160000 sec): 3 clusters
  Score: Raw -153686.565860 + Penalty 2475.452138 = -151211.113722
  nChanged 4
		SP:Iteration 15Q (188911.200000 sec): 3 clusters
  Score: Raw -153688.399974 + Penalty 2475.452138 = -151212.947836
  nChanged 4
		SP:Iteration 16Q (188911.240000 sec): 3 clusters
  Score: Raw -153690.054802 + Penalty 2475.452138 = -151214.602665
  nChanged 1
		SP:Iteration 17Q (188911.290000 sec): 3 clusters
  Score: Raw -153690.267577 + Penalty 2475.452138 = -151214.815439
  nChanged 1
		SP:Iteration 18Q (188911.330000 sec): 3 clusters
  Score: Raw -153690.513542 + Penalty 2475.452138 = -151215.061404
  nChanged 2
		SP:Iteration 19Q (188911.370000 sec): 3 clusters
  Score: Raw -153691.890608 + Penalty 2475.452138 = -151216.438470
  nChanged 3
		SP:Iteration 20F (188911.410000 sec): 3 clusters
  Score: Raw -153693.284924 + Penalty 2475.452138 = -151217.832786
  nChanged 1
		SP:Iteration 21Q (188911.450000 sec): 3 clusters
  Score: Raw -153693.485369 + Penalty 2475.452138 = -151218.033231
  nChanged 0
		SP:Iteration 22F (188911.490000 sec): 3 clusters
  Score: Raw -153693.485369 + Penalty 2475.452138 = -151218.033231
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (2552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188911.560000 sec): 2 clusters
  Score: Raw -202300.127402 + Penalty 1274.752805 = -201025.374598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188911.620000 sec): 3 clusters
  Score: Raw -201096.341224 + Penalty 2549.505609 = -198546.835614
  nChanged 989
		SP:Iteration 1F (188911.670000 sec): 3 clusters
  Score: Raw -201764.699711 + Penalty 2549.505609 = -199215.194101
  nChanged 255
		SP:Iteration 2F (188911.720000 sec): 3 clusters
  Score: Raw -201979.937420 + Penalty 2549.505609 = -199430.431811
  nChanged 191
		SP:Iteration 3F (188911.770000 sec): 3 clusters
  Score: Raw -202180.474867 + Penalty 2549.505609 = -199630.969257
  nChanged 170
		SP:Iteration 4F (188911.830000 sec): 3 clusters
  Score: Raw -202336.662495 + Penalty 2549.505609 = -199787.156886
  nChanged 120
		SP:Iteration 5Q (188911.880000 sec): 3 clusters
  Score: Raw -202440.220701 + Penalty 2549.505609 = -199890.715091
  nChanged 78
		SP:Iteration 6Q (188911.930000 sec): 3 clusters
  Score: Raw -202510.763429 + Penalty 2549.505609 = -199961.257820
  nChanged 90
		SP:Iteration 7Q (188911.980000 sec): 3 clusters
  Score: Raw -202586.625408 + Penalty 2549.505609 = -200037.119798
  nChanged 65
		SP:Iteration 8Q (188912.030000 sec): 3 clusters
  Score: Raw -202639.505629 + Penalty 2549.505609 = -200090.000020
  nChanged 52
		SP:Iteration 9Q (188912.080000 sec): 3 clusters
  Score: Raw -202669.458284 + Penalty 2549.505609 = -200119.952674
  nChanged 31
		SP:Iteration 10Q (188912.130000 sec): 3 clusters
  Score: Raw -202686.725468 + Penalty 2549.505609 = -200137.219859
  nChanged 27
		SP:Iteration 11Q (188912.190000 sec): 3 clusters
  Score: Raw -202702.831068 + Penalty 2549.505609 = -200153.325458
  nChanged 25
		SP:Iteration 12Q (188912.240000 sec): 3 clusters
  Score: Raw -202720.428956 + Penalty 2549.505609 = -200170.923347
  nChanged 23
		SP:Iteration 13Q (188912.290000 sec): 3 clusters
  Score: Raw -202733.693933 + Penalty 2549.505609 = -200184.188323
  nChanged 26
		SP:Iteration 14Q (188912.340000 sec): 3 clusters
  Score: Raw -202746.536847 + Penalty 2549.505609 = -200197.031237
  nChanged 22
		SP:Iteration 15Q (188912.390000 sec): 3 clusters
  Score: Raw -202760.194334 + Penalty 2549.505609 = -200210.688724
  nChanged 17
		SP:Iteration 16Q (188912.450000 sec): 3 clusters
  Score: Raw -202770.416703 + Penalty 2549.505609 = -200220.911094
  nChanged 13
		SP:Iteration 17Q (188912.500000 sec): 3 clusters
  Score: Raw -202776.583270 + Penalty 2549.505609 = -200227.077661
  nChanged 12
		SP:Iteration 18Q (188912.550000 sec): 3 clusters
  Score: Raw -202783.918146 + Penalty 2549.505609 = -200234.412536
  nChanged 13
		SP:Iteration 19Q (188912.610000 sec): 3 clusters
  Score: Raw -202794.685662 + Penalty 2549.505609 = -200245.180053
  nChanged 17
		SP:Iteration 20F (188912.660000 sec): 3 clusters
  Score: Raw -202804.524570 + Penalty 2549.505609 = -200255.018960
  nChanged 17
		SP:Iteration 21Q (188912.710000 sec): 3 clusters
  Score: Raw -202812.006938 + Penalty 2549.505609 = -200262.501329
  nChanged 16
		SP:Iteration 22Q (188912.760000 sec): 3 clusters
  Score: Raw -202821.682805 + Penalty 2549.505609 = -200272.177195
  nChanged 13
		SP:Iteration 23Q (188912.810000 sec): 3 clusters
  Score: Raw -202828.461879 + Penalty 2549.505609 = -200278.956270
  nChanged 10
		SP:Iteration 24Q (188912.860000 sec): 3 clusters
  Score: Raw -202834.324175 + Penalty 2549.505609 = -200284.818565
  nChanged 7
		SP:Iteration 25Q (188912.910000 sec): 3 clusters
  Score: Raw -202837.549647 + Penalty 2549.505609 = -200288.044037
  nChanged 5
		SP:Iteration 26Q (188912.970000 sec): 3 clusters
  Score: Raw -202839.212941 + Penalty 2549.505609 = -200289.707332
  nChanged 2
		SP:Iteration 27Q (188913.020000 sec): 3 clusters
  Score: Raw -202839.520006 + Penalty 2549.505609 = -200290.014396
  nChanged 2
		SP:Iteration 28Q (188913.070000 sec): 3 clusters
  Score: Raw -202839.856918 + Penalty 2549.505609 = -200290.351309
  nChanged 1
		SP:Iteration 29Q (188913.120000 sec): 3 clusters
  Score: Raw -202840.401989 + Penalty 2549.505609 = -200290.896380
  nChanged 3
		SP:Iteration 30Q (188913.170000 sec): 3 clusters
  Score: Raw -202841.295263 + Penalty 2549.505609 = -200291.789653
  nChanged 4
		SP:Iteration 31Q (188913.220000 sec): 3 clusters
  Score: Raw -202842.480145 + Penalty 2549.505609 = -200292.974535
  nChanged 1
		SP:Iteration 32Q (188913.270000 sec): 3 clusters
  Score: Raw -202843.231559 + Penalty 2549.505609 = -200293.725950
  nChanged 6
		SP:Iteration 33Q (188913.330000 sec): 3 clusters
  Score: Raw -202845.923192 + Penalty 2549.505609 = -200296.417582
  nChanged 4
		SP:Iteration 34Q (188913.380000 sec): 3 clusters
  Score: Raw -202846.885432 + Penalty 2549.505609 = -200297.379823
  nChanged 2
		SP:Iteration 35Q (188913.430000 sec): 3 clusters
  Score: Raw -202847.703761 + Penalty 2549.505609 = -200298.198152
  nChanged 2
		SP:Iteration 36Q (188913.480000 sec): 3 clusters
  Score: Raw -202848.924293 + Penalty 2549.505609 = -200299.418684
  nChanged 2
		SP:Iteration 37Q (188913.530000 sec): 3 clusters
  Score: Raw -202849.343937 + Penalty 2549.505609 = -200299.838328
  nChanged 1
		SP:Iteration 38Q (188913.650000 sec): 3 clusters
  Score: Raw -202850.072880 + Penalty 2549.505609 = -200300.567270
  nChanged 2
		SP:Iteration 39Q (188913.700000 sec): 3 clusters
  Score: Raw -202850.514752 + Penalty 2549.505609 = -200301.009143
  nChanged 1
		SP:Iteration 40F (188913.750000 sec): 3 clusters
  Score: Raw -202850.780884 + Penalty 2549.505609 = -200301.275275
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188913.820000 sec): 2 clusters
  Score: Raw -210976.742794 + Penalty 1329.938151 = -209646.804643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188913.890000 sec): 3 clusters
  Score: Raw -209286.518196 + Penalty 2659.876302 = -206626.641895
  nChanged 1401
		SP:Iteration 1F (188913.970000 sec): 3 clusters
  Score: Raw -210405.322208 + Penalty 2659.876302 = -207745.445906
  nChanged 424
		SP:Iteration 2F (188914.040000 sec): 3 clusters
  Score: Raw -210961.705299 + Penalty 2659.876302 = -208301.828997
  nChanged 311
		SP:Iteration 3F (188914.110000 sec): 3 clusters
  Score: Raw -211304.953488 + Penalty 2659.876302 = -208645.077186
  nChanged 215
		SP:Iteration 4F (188914.180000 sec): 3 clusters
  Score: Raw -211501.743543 + Penalty 2659.876302 = -208841.867242
  nChanged 145
		SP:Iteration 5Q (188914.250000 sec): 3 clusters
  Score: Raw -211638.514643 + Penalty 2659.876302 = -208978.638342
  nChanged 111
		SP:Iteration 6Q (188914.330000 sec): 3 clusters
  Score: Raw -211738.765456 + Penalty 2659.876302 = -209078.889155
  nChanged 90
		SP:Iteration 7Q (188914.400000 sec): 3 clusters
  Score: Raw -211791.599338 + Penalty 2659.876302 = -209131.723037
  nChanged 72
		SP:Iteration 8Q (188914.470000 sec): 3 clusters
  Score: Raw -211823.960311 + Penalty 2659.876302 = -209164.084009
  nChanged 50
		SP:Iteration 9Q (188914.540000 sec): 3 clusters
  Score: Raw -211845.371429 + Penalty 2659.876302 = -209185.495127
  nChanged 39
		SP:Iteration 10Q (188914.610000 sec): 3 clusters
  Score: Raw -211859.249014 + Penalty 2659.876302 = -209199.372712
  nChanged 24
		SP:Iteration 11Q (188914.690000 sec): 3 clusters
  Score: Raw -211869.274318 + Penalty 2659.876302 = -209209.398016
  nChanged 17
		SP:Iteration 12Q (188914.760000 sec): 3 clusters
  Score: Raw -211875.964479 + Penalty 2659.876302 = -209216.088177
  nChanged 20
		SP:Iteration 13Q (188914.830000 sec): 3 clusters
  Score: Raw -211886.231402 + Penalty 2659.876302 = -209226.355100
  nChanged 24
		SP:Iteration 14Q (188914.910000 sec): 3 clusters
  Score: Raw -211897.984349 + Penalty 2659.876302 = -209238.108047
  nChanged 25
		SP:Iteration 15Q (188914.980000 sec): 3 clusters
  Score: Raw -211906.627521 + Penalty 2659.876302 = -209246.751219
  nChanged 19
		SP:Iteration 16Q (188915.050000 sec): 3 clusters
  Score: Raw -211914.612754 + Penalty 2659.876302 = -209254.736452
  nChanged 19
		SP:Iteration 17Q (188915.120000 sec): 3 clusters
  Score: Raw -211919.614111 + Penalty 2659.876302 = -209259.737810
  nChanged 12
		SP:Iteration 18Q (188915.180000 sec): 3 clusters
  Score: Raw -211923.253207 + Penalty 2659.876302 = -209263.376905
  nChanged 10
		SP:Iteration 19Q (188915.250000 sec): 3 clusters
  Score: Raw -211924.959333 + Penalty 2659.876302 = -209265.083032
  nChanged 9
		SP:Iteration 20F (188915.320000 sec): 3 clusters
  Score: Raw -211927.755130 + Penalty 2659.876302 = -209267.878829
  nChanged 8
		SP:Iteration 21Q (188915.390000 sec): 3 clusters
  Score: Raw -211928.904825 + Penalty 2659.876302 = -209269.028523
  nChanged 3
		SP:Iteration 22Q (188915.460000 sec): 3 clusters
  Score: Raw -211929.303921 + Penalty 2659.876302 = -209269.427620
  nChanged 1
		SP:Iteration 23Q (188915.530000 sec): 3 clusters
  Score: Raw -211929.498864 + Penalty 2659.876302 = -209269.622562
  nChanged 3
		SP:Iteration 24Q (188915.600000 sec): 3 clusters
  Score: Raw -211931.154415 + Penalty 2659.876302 = -209271.278114
  nChanged 6
		SP:Iteration 25Q (188915.670000 sec): 3 clusters
  Score: Raw -211932.192910 + Penalty 2659.876302 = -209272.316609
  nChanged 4
		SP:Iteration 26Q (188915.740000 sec): 3 clusters
  Score: Raw -211932.857920 + Penalty 2659.876302 = -209272.981618
  nChanged 4
		SP:Iteration 27Q (188915.810000 sec): 3 clusters
  Score: Raw -211933.626348 + Penalty 2659.876302 = -209273.750046
  nChanged 1
		SP:Iteration 28Q (188915.870000 sec): 3 clusters
  Score: Raw -211933.707114 + Penalty 2659.876302 = -209273.830813
  nChanged 2
		SP:Iteration 29Q (188915.940000 sec): 3 clusters
  Score: Raw -211934.131082 + Penalty 2659.876302 = -209274.254780
  nChanged 1
		SP:Iteration 30Q (188916.010000 sec): 3 clusters
  Score: Raw -211934.436087 + Penalty 2659.876302 = -209274.559785
  nChanged 3
		SP:Iteration 31Q (188916.080000 sec): 3 clusters
  Score: Raw -211935.113508 + Penalty 2659.876302 = -209275.237207
  nChanged 4
		SP:Iteration 32Q (188916.150000 sec): 3 clusters
  Score: Raw -211936.349377 + Penalty 2659.876302 = -209276.473076
  nChanged 6
		SP:Iteration 33Q (188916.230000 sec): 3 clusters
  Score: Raw -211937.835622 + Penalty 2659.876302 = -209277.959320
  nChanged 6
		SP:Iteration 34Q (188916.300000 sec): 3 clusters
  Score: Raw -211939.407925 + Penalty 2659.876302 = -209279.531623
  nChanged 4
		SP:Iteration 35Q (188916.370000 sec): 3 clusters
  Score: Raw -211940.661181 + Penalty 2659.876302 = -209280.784879
  nChanged 6
		SP:Iteration 36Q (188916.450000 sec): 3 clusters
  Score: Raw -211942.714464 + Penalty 2659.876302 = -209282.838162
  nChanged 10
		SP:Iteration 37Q (188916.520000 sec): 3 clusters
  Score: Raw -211945.151336 + Penalty 2659.876302 = -209285.275035
  nChanged 9
		SP:Iteration 38Q (188916.590000 sec): 3 clusters
  Score: Raw -211947.682904 + Penalty 2659.876302 = -209287.806603
  nChanged 9
		SP:Iteration 39Q (188916.660000 sec): 3 clusters
  Score: Raw -211950.763224 + Penalty 2659.876302 = -209290.886922
  nChanged 12
		SP:Iteration 40F (188916.730000 sec): 3 clusters
  Score: Raw -211954.713686 + Penalty 2659.876302 = -209294.837384
  nChanged 11
		SP:Iteration 41Q (188916.800000 sec): 3 clusters
  Score: Raw -211958.570701 + Penalty 2659.876302 = -209298.694400
  nChanged 9
		SP:Iteration 42Q (188916.870000 sec): 3 clusters
  Score: Raw -211961.636593 + Penalty 2659.876302 = -209301.760291
  nChanged 9
		SP:Iteration 43Q (188916.930000 sec): 3 clusters
  Score: Raw -211963.793129 + Penalty 2659.876302 = -209303.916828
  nChanged 9
		SP:Iteration 44Q (188917.000000 sec): 3 clusters
  Score: Raw -211966.045795 + Penalty 2659.876302 = -209306.169493
  nChanged 4
		SP:Iteration 45Q (188917.070000 sec): 3 clusters
  Score: Raw -211967.204574 + Penalty 2659.876302 = -209307.328273
  nChanged 5
		SP:Iteration 46Q (188917.130000 sec): 3 clusters
  Score: Raw -211968.747042 + Penalty 2659.876302 = -209308.870741
  nChanged 11
		SP:Iteration 47Q (188917.200000 sec): 3 clusters
  Score: Raw -211972.503263 + Penalty 2659.876302 = -209312.626962
  nChanged 10
		SP:Iteration 48Q (188917.270000 sec): 3 clusters
  Score: Raw -211976.120207 + Penalty 2659.876302 = -209316.243905
  nChanged 9
		SP:Iteration 49Q (188917.330000 sec): 3 clusters
  Score: Raw -211979.280759 + Penalty 2659.876302 = -209319.404458
  nChanged 9
		SP:Iteration 50Q (188917.400000 sec): 3 clusters
  Score: Raw -211982.433200 + Penalty 2659.876302 = -209322.556898
  nChanged 7
		SP:Iteration 51Q (188917.470000 sec): 3 clusters
  Score: Raw -211983.564420 + Penalty 2659.876302 = -209323.688118
  nChanged 2
		SP:Iteration 52Q (188917.530000 sec): 3 clusters
  Score: Raw -211983.734588 + Penalty 2659.876302 = -209323.858286
  nChanged 1
		SP:Iteration 53Q (188917.600000 sec): 3 clusters
  Score: Raw -211983.959570 + Penalty 2659.876302 = -209324.083268
  nChanged 2
		SP:Iteration 54Q (188917.670000 sec): 3 clusters
  Score: Raw -211984.974177 + Penalty 2659.876302 = -209325.097875
  nChanged 4
		SP:Iteration 55Q (188917.730000 sec): 3 clusters
  Score: Raw -211986.130090 + Penalty 2659.876302 = -209326.253788
  nChanged 2
		SP:Iteration 56Q (188917.790000 sec): 3 clusters
  Score: Raw -211987.179261 + Penalty 2659.876302 = -209327.302960
  nChanged 4
		SP:Iteration 57Q (188917.860000 sec): 3 clusters
  Score: Raw -211988.251378 + Penalty 2659.876302 = -209328.375077
  nChanged 5
		SP:Iteration 58Q (188917.930000 sec): 3 clusters
  Score: Raw -211989.128344 + Penalty 2659.876302 = -209329.252043
  nChanged 5
		SP:Iteration 59Q (188918.000000 sec): 3 clusters
  Score: Raw -211990.259877 + Penalty 2659.876302 = -209330.383576
  nChanged 3
		SP:Iteration 60F (188918.070000 sec): 3 clusters
  Score: Raw -211990.877009 + Penalty 2659.876302 = -209331.000708
  nChanged 4
		SP:Iteration 61Q (188918.230000 sec): 3 clusters
  Score: Raw -211991.844416 + Penalty 2659.876302 = -209331.968115
  nChanged 2
		SP:Iteration 62Q (188918.400000 sec): 3 clusters
  Score: Raw -211992.035269 + Penalty 2659.876302 = -209332.158967
  nChanged 0
		SP:Iteration 63F (188918.580000 sec): 3 clusters
  Score: Raw -211992.035269 + Penalty 2659.876302 = -209332.158967
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188918.650000 sec): 2 clusters
  Score: Raw -235514.935141 + Penalty 1273.666699 = -234241.268442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188918.830000 sec): 3 clusters
  Score: Raw -234383.599668 + Penalty 2547.333398 = -231836.266270
  nChanged 966
		SP:Iteration 1F (188919.010000 sec): 3 clusters
  Score: Raw -235101.230221 + Penalty 2547.333398 = -232553.896823
  nChanged 256
		SP:Iteration 2F (188919.180000 sec): 3 clusters
  Score: Raw -235395.987038 + Penalty 2547.333398 = -232848.653640
  nChanged 192
		SP:Iteration 3F (188919.360000 sec): 3 clusters
  Score: Raw -235578.736070 + Penalty 2547.333398 = -233031.402672
  nChanged 131
		SP:Iteration 4F (188919.530000 sec): 3 clusters
  Score: Raw -235706.687879 + Penalty 2547.333398 = -233159.354481
  nChanged 79
		SP:Iteration 5Q (188919.710000 sec): 3 clusters
  Score: Raw -235781.189094 + Penalty 2547.333398 = -233233.855697
  nChanged 73
		SP:Iteration 6Q (188919.890000 sec): 3 clusters
  Score: Raw -235847.567954 + Penalty 2547.333398 = -233300.234556
  nChanged 61
		SP:Iteration 7Q (188920.060000 sec): 3 clusters
  Score: Raw -235897.241635 + Penalty 2547.333398 = -233349.908238
  nChanged 44
		SP:Iteration 8Q (188920.240000 sec): 3 clusters
  Score: Raw -235930.648948 + Penalty 2547.333398 = -233383.315551
  nChanged 31
		SP:Iteration 9Q (188920.410000 sec): 3 clusters
  Score: Raw -235950.982162 + Penalty 2547.333398 = -233403.648765
  nChanged 24
		SP:Iteration 10Q (188920.590000 sec): 3 clusters
  Score: Raw -235961.718752 + Penalty 2547.333398 = -233414.385354
  nChanged 13
		SP:Iteration 11Q (188920.770000 sec): 3 clusters
  Score: Raw -235967.576876 + Penalty 2547.333398 = -233420.243478
  nChanged 12
		SP:Iteration 12Q (188920.940000 sec): 3 clusters
  Score: Raw -235972.844832 + Penalty 2547.333398 = -233425.511434
  nChanged 10
		SP:Iteration 13Q (188921.120000 sec): 3 clusters
  Score: Raw -235977.032812 + Penalty 2547.333398 = -233429.699415
  nChanged 6
		SP:Iteration 14Q (188921.290000 sec): 3 clusters
  Score: Raw -235978.905939 + Penalty 2547.333398 = -233431.572541
  nChanged 3
		SP:Iteration 15Q (188921.470000 sec): 3 clusters
  Score: Raw -235980.744758 + Penalty 2547.333398 = -233433.411360
  nChanged 2
		SP:Iteration 16Q (188921.650000 sec): 3 clusters
  Score: Raw -235981.211119 + Penalty 2547.333398 = -233433.877722
  nChanged 0
		SP:Iteration 17F (188921.820000 sec): 3 clusters
  Score: Raw -235981.211119 + Penalty 2547.333398 = -233433.877722
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (11376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188921.980000 sec): 2 clusters
  Score: Raw -989446.331956 + Penalty 1517.629937 = -987928.702019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188922.190000 sec): 3 clusters
  Score: Raw -982909.835208 + Penalty 3035.259874 = -979874.575334
  nChanged 4945
		SP:Iteration 1F (188922.400000 sec): 3 clusters
  Score: Raw -985722.917671 + Penalty 3035.259874 = -982687.657797
  nChanged 816
		SP:Iteration 2F (188922.610000 sec): 3 clusters
  Score: Raw -986213.460304 + Penalty 3035.259874 = -983178.200430
  nChanged 760
		SP:Iteration 3F (188922.870000 sec): 3 clusters
  Score: Raw -986726.879699 + Penalty 3035.259874 = -983691.619825
  nChanged 728
		SP:Iteration 4F (188923.090000 sec): 3 clusters
  Score: Raw -987269.650803 + Penalty 3035.259874 = -984234.390929
  nChanged 700
		SP:Iteration 5F (188923.390000 sec): 3 clusters
  Score: Raw -987814.715082 + Penalty 3035.259874 = -984779.455208
  nChanged 686
		SP:Iteration 6F (188923.570000 sec): 3 clusters
  Score: Raw -988292.936788 + Penalty 3035.259874 = -985257.676913
  nChanged 568
		SP:Iteration 7Q (188923.790000 sec): 3 clusters
  Score: Raw -988685.676162 + Penalty 3035.259874 = -985650.416288
  nChanged 505
		SP:Iteration 8Q (188924.050000 sec): 3 clusters
  Score: Raw -988979.032671 + Penalty 3035.259874 = -985943.772797
  nChanged 402
		SP:Iteration 9Q (188924.310000 sec): 3 clusters
  Score: Raw -989176.540464 + Penalty 3035.259874 = -986141.280590
  nChanged 312
		SP:Iteration 10Q (188924.460000 sec): 3 clusters
  Score: Raw -989307.707928 + Penalty 3035.259874 = -986272.448053
  nChanged 222
		SP:Iteration 11Q (188924.610000 sec): 3 clusters
  Score: Raw -989384.304941 + Penalty 3035.259874 = -986349.045066
  nChanged 182
		SP:Iteration 12Q (188924.850000 sec): 3 clusters
  Score: Raw -989439.648642 + Penalty 3035.259874 = -986404.388768
  nChanged 172
		SP:Iteration 13Q (188925.060000 sec): 3 clusters
  Score: Raw -989494.075333 + Penalty 3035.259874 = -986458.815459
  nChanged 172
		SP:Iteration 14Q (188925.370000 sec): 3 clusters
  Score: Raw -989547.788138 + Penalty 3035.259874 = -986512.528264
  nChanged 137
		SP:Iteration 15Q (188925.550000 sec): 3 clusters
  Score: Raw -989591.330046 + Penalty 3035.259874 = -986556.070172
  nChanged 133
		SP:Iteration 16Q (188925.810000 sec): 3 clusters
  Score: Raw -989637.729525 + Penalty 3035.259874 = -986602.469650
  nChanged 137
		SP:Iteration 17Q (188926.060000 sec): 3 clusters
  Score: Raw -989686.827185 + Penalty 3035.259874 = -986651.567311
  nChanged 144
		SP:Iteration 18Q (188926.280000 sec): 3 clusters
  Score: Raw -989739.839450 + Penalty 3035.259874 = -986704.579575
  nChanged 124
		SP:Iteration 19Q (188926.500000 sec): 3 clusters
  Score: Raw -989782.319700 + Penalty 3035.259874 = -986747.059826
  nChanged 126
		SP:Iteration 20F (188926.710000 sec): 3 clusters
  Score: Raw -989823.392679 + Penalty 3035.259874 = -986788.132804
  nChanged 111
		SP:Iteration 21Q (188926.850000 sec): 3 clusters
  Score: Raw -989865.218420 + Penalty 3035.259874 = -986829.958546
  nChanged 126
		SP:Iteration 22Q (188927.070000 sec): 3 clusters
  Score: Raw -989910.519789 + Penalty 3035.259874 = -986875.259914
  nChanged 117
		SP:Iteration 23Q (188927.330000 sec): 3 clusters
  Score: Raw -989957.917400 + Penalty 3035.259874 = -986922.657526
  nChanged 113
		SP:Iteration 24Q (188927.590000 sec): 3 clusters
  Score: Raw -989999.440433 + Penalty 3035.259874 = -986964.180559
  nChanged 100
		SP:Iteration 25Q (188927.850000 sec): 3 clusters
  Score: Raw -990038.421065 + Penalty 3035.259874 = -987003.161191
  nChanged 94
		SP:Iteration 26Q (188928.060000 sec): 3 clusters
  Score: Raw -990072.273126 + Penalty 3035.259874 = -987037.013252
  nChanged 90
		SP:Iteration 27Q (188928.290000 sec): 3 clusters
  Score: Raw -990103.149033 + Penalty 3035.259874 = -987067.889159
  nChanged 83
		SP:Iteration 28Q (188928.590000 sec): 3 clusters
  Score: Raw -990128.254258 + Penalty 3035.259874 = -987092.994383
  nChanged 70
		SP:Iteration 29Q (188928.770000 sec): 3 clusters
  Score: Raw -990150.204872 + Penalty 3035.259874 = -987114.944998
  nChanged 59
		SP:Iteration 30Q (188929.030000 sec): 3 clusters
  Score: Raw -990167.844072 + Penalty 3035.259874 = -987132.584197
  nChanged 58
		SP:Iteration 31Q (188929.280000 sec): 3 clusters
  Score: Raw -990184.281674 + Penalty 3035.259874 = -987149.021799
  nChanged 60
		SP:Iteration 32Q (188929.500000 sec): 3 clusters
  Score: Raw -990201.063133 + Penalty 3035.259874 = -987165.803259
  nChanged 55
		SP:Iteration 33Q (188929.760000 sec): 3 clusters
  Score: Raw -990217.609075 + Penalty 3035.259874 = -987182.349200
  nChanged 56
		SP:Iteration 34Q (188930.020000 sec): 3 clusters
  Score: Raw -990232.018289 + Penalty 3035.259874 = -987196.758414
  nChanged 44
		SP:Iteration 35Q (188930.270000 sec): 3 clusters
  Score: Raw -990243.244667 + Penalty 3035.259874 = -987207.984793
  nChanged 36
		SP:Iteration 36Q (188930.490000 sec): 3 clusters
  Score: Raw -990251.709859 + Penalty 3035.259874 = -987216.449985
  nChanged 33
		SP:Iteration 37Q (188930.750000 sec): 3 clusters
  Score: Raw -990258.830646 + Penalty 3035.259874 = -987223.570772
  nChanged 20
		SP:Iteration 38Q (188931.010000 sec): 3 clusters
  Score: Raw -990262.644264 + Penalty 3035.259874 = -987227.384390
  nChanged 25
		SP:Iteration 39Q (188931.270000 sec): 3 clusters
  Score: Raw -990267.859135 + Penalty 3035.259874 = -987232.599260
  nChanged 26
		SP:Iteration 40F (188931.530000 sec): 3 clusters
  Score: Raw -990275.064172 + Penalty 3035.259874 = -987239.804298
  nChanged 18
		SP:Iteration 41Q (188931.790000 sec): 3 clusters
  Score: Raw -990280.659529 + Penalty 3035.259874 = -987245.399654
  nChanged 23
		SP:Iteration 42Q (188932.050000 sec): 3 clusters
  Score: Raw -990286.347138 + Penalty 3035.259874 = -987251.087263
  nChanged 15
		SP:Iteration 43Q (188932.200000 sec): 3 clusters
  Score: Raw -990289.119822 + Penalty 3035.259874 = -987253.859948
  nChanged 15
		SP:Iteration 44Q (188932.340000 sec): 3 clusters
  Score: Raw -990291.985173 + Penalty 3035.259874 = -987256.725298
  nChanged 8
		SP:Iteration 45Q (188932.600000 sec): 3 clusters
  Score: Raw -990293.883416 + Penalty 3035.259874 = -987258.623541
  nChanged 9
		SP:Iteration 46Q (188932.860000 sec): 3 clusters
  Score: Raw -990295.956018 + Penalty 3035.259874 = -987260.696143
  nChanged 11
		SP:Iteration 47Q (188932.990000 sec): 3 clusters
  Score: Raw -990298.579802 + Penalty 3035.259874 = -987263.319927
  nChanged 11
		SP:Iteration 48Q (188933.260000 sec): 3 clusters
  Score: Raw -990301.697336 + Penalty 3035.259874 = -987266.437462
  nChanged 15
		SP:Iteration 49Q (188933.520000 sec): 3 clusters
  Score: Raw -990305.086558 + Penalty 3035.259874 = -987269.826684
  nChanged 21
		SP:Iteration 50Q (188933.780000 sec): 3 clusters
  Score: Raw -990312.104087 + Penalty 3035.259874 = -987276.844213
  nChanged 23
		SP:Iteration 51Q (188934.040000 sec): 3 clusters
  Score: Raw -990318.900072 + Penalty 3035.259874 = -987283.640198
  nChanged 24
		SP:Iteration 52Q (188934.260000 sec): 3 clusters
  Score: Raw -990325.403343 + Penalty 3035.259874 = -987290.143469
  nChanged 26
		SP:Iteration 53Q (188934.470000 sec): 3 clusters
  Score: Raw -990331.797028 + Penalty 3035.259874 = -987296.537153
  nChanged 27
		SP:Iteration 54Q (188934.690000 sec): 3 clusters
  Score: Raw -990338.487536 + Penalty 3035.259874 = -987303.227662
  nChanged 26
		SP:Iteration 55Q (188934.950000 sec): 3 clusters
  Score: Raw -990348.233570 + Penalty 3035.259874 = -987312.973695
  nChanged 30
		SP:Iteration 56Q (188935.210000 sec): 3 clusters
  Score: Raw -990359.923060 + Penalty 3035.259874 = -987324.663186
  nChanged 39
		SP:Iteration 57Q (188935.470000 sec): 3 clusters
  Score: Raw -990376.017788 + Penalty 3035.259874 = -987340.757914
  nChanged 40
		SP:Iteration 58Q (188935.730000 sec): 3 clusters
  Score: Raw -990389.664363 + Penalty 3035.259874 = -987354.404489
  nChanged 30
		SP:Iteration 59Q (188935.990000 sec): 3 clusters
  Score: Raw -990397.634513 + Penalty 3035.259874 = -987362.374639
  nChanged 21
		SP:Iteration 60F (188936.250000 sec): 3 clusters
  Score: Raw -990403.788260 + Penalty 3035.259874 = -987368.528386
  nChanged 14
		SP:Iteration 61Q (188936.470000 sec): 3 clusters
  Score: Raw -990407.144346 + Penalty 3035.259874 = -987371.884471
  nChanged 14
		SP:Iteration 62Q (188936.680000 sec): 3 clusters
  Score: Raw -990411.126895 + Penalty 3035.259874 = -987375.867020
  nChanged 19
		SP:Iteration 63Q (188936.890000 sec): 3 clusters
  Score: Raw -990418.290780 + Penalty 3035.259874 = -987383.030906
  nChanged 16
		SP:Iteration 64Q (188937.150000 sec): 3 clusters
  Score: Raw -990423.399143 + Penalty 3035.259874 = -987388.139269
  nChanged 14
		SP:Iteration 65Q (188937.290000 sec): 3 clusters
  Score: Raw -990427.167916 + Penalty 3035.259874 = -987391.908042
  nChanged 18
		SP:Iteration 66Q (188937.520000 sec): 3 clusters
  Score: Raw -990433.063253 + Penalty 3035.259874 = -987397.803379
  nChanged 17
		SP:Iteration 67Q (188937.820000 sec): 3 clusters
  Score: Raw -990438.723709 + Penalty 3035.259874 = -987403.463834
  nChanged 22
		SP:Iteration 68Q (188938.000000 sec): 3 clusters
  Score: Raw -990444.903923 + Penalty 3035.259874 = -987409.644049
  nChanged 14
		SP:Iteration 69Q (188938.260000 sec): 3 clusters
  Score: Raw -990448.246694 + Penalty 3035.259874 = -987412.986820
  nChanged 10
		SP:Iteration 70Q (188938.520000 sec): 3 clusters
  Score: Raw -990450.746975 + Penalty 3035.259874 = -987415.487100
  nChanged 10
		SP:Iteration 71Q (188938.740000 sec): 3 clusters
  Score: Raw -990453.130755 + Penalty 3035.259874 = -987417.870881
  nChanged 11
		SP:Iteration 72Q (188939.000000 sec): 3 clusters
  Score: Raw -990455.839012 + Penalty 3035.259874 = -987420.579137
  nChanged 10
		SP:Iteration 73Q (188939.260000 sec): 3 clusters
  Score: Raw -990458.766831 + Penalty 3035.259874 = -987423.506957
  nChanged 11
		SP:Iteration 74Q (188939.520000 sec): 3 clusters
  Score: Raw -990462.388491 + Penalty 3035.259874 = -987427.128617
  nChanged 14
		SP:Iteration 75Q (188939.790000 sec): 3 clusters
  Score: Raw -990465.866547 + Penalty 3035.259874 = -987430.606672
  nChanged 14
		SP:Iteration 76Q (188939.930000 sec): 3 clusters
  Score: Raw -990469.688133 + Penalty 3035.259874 = -987434.428258
  nChanged 13
		SP:Iteration 77Q (188940.190000 sec): 3 clusters
  Score: Raw -990472.853794 + Penalty 3035.259874 = -987437.593919
  nChanged 10
		SP:Iteration 78Q (188940.450000 sec): 3 clusters
  Score: Raw -990474.721001 + Penalty 3035.259874 = -987439.461126
  nChanged 6
		SP:Iteration 79Q (188940.630000 sec): 3 clusters
  Score: Raw -990475.621012 + Penalty 3035.259874 = -987440.361138
  nChanged 2
		SP:Iteration 80F (188940.800000 sec): 3 clusters
  Score: Raw -990475.959388 + Penalty 3035.259874 = -987440.699514
  nChanged 2
		SP:Iteration 81Q (188941.000000 sec): 3 clusters
  Score: Raw -990476.354020 + Penalty 3035.259874 = -987441.094146
  nChanged 1
		SP:Iteration 82Q (188941.210000 sec): 3 clusters
  Score: Raw -990476.591450 + Penalty 3035.259874 = -987441.331576
  nChanged 1
		SP:Iteration 83Q (188941.520000 sec): 3 clusters
  Score: Raw -990476.681814 + Penalty 3035.259874 = -987441.421940
  nChanged 0
		SP:Iteration 84F (188941.700000 sec): 3 clusters
  Score: Raw -990476.681814 + Penalty 3035.259874 = -987441.421940
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (3340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188941.780000 sec): 2 clusters
  Score: Raw -270726.790513 + Penalty 1318.480489 = -269408.310024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188941.960000 sec): 3 clusters
  Score: Raw -269137.746129 + Penalty 2636.960978 = -266500.785152
  nChanged 1272
		SP:Iteration 1F (188942.130000 sec): 3 clusters
  Score: Raw -270028.453660 + Penalty 2636.960978 = -267391.492683
  nChanged 331
		SP:Iteration 2F (188942.310000 sec): 3 clusters
  Score: Raw -270292.935211 + Penalty 2636.960978 = -267655.974233
  nChanged 215
		SP:Iteration 3F (188942.490000 sec): 3 clusters
  Score: Raw -270441.096601 + Penalty 2636.960978 = -267804.135623
  nChanged 160
		SP:Iteration 4Q (188942.660000 sec): 3 clusters
  Score: Raw -270560.799508 + Penalty 2636.960978 = -267923.838530
  nChanged 152
		SP:Iteration 5Q (188942.840000 sec): 3 clusters
  Score: Raw -270671.948792 + Penalty 2636.960978 = -268034.987814
  nChanged 129
		SP:Iteration 6Q (188943.010000 sec): 3 clusters
  Score: Raw -270768.494950 + Penalty 2636.960978 = -268131.533972
  nChanged 116
		SP:Iteration 7Q (188943.190000 sec): 3 clusters
  Score: Raw -270838.847104 + Penalty 2636.960978 = -268201.886127
  nChanged 101
		SP:Iteration 8Q (188943.370000 sec): 3 clusters
  Score: Raw -270901.625263 + Penalty 2636.960978 = -268264.664285
  nChanged 75
		SP:Iteration 9Q (188943.540000 sec): 3 clusters
  Score: Raw -270947.966032 + Penalty 2636.960978 = -268311.005054
  nChanged 57
		SP:Iteration 10Q (188943.710000 sec): 3 clusters
  Score: Raw -270981.487957 + Penalty 2636.960978 = -268344.526979
  nChanged 53
		SP:Iteration 11Q (188943.890000 sec): 3 clusters
  Score: Raw -271014.628603 + Penalty 2636.960978 = -268377.667625
  nChanged 53
		SP:Iteration 12Q (188944.070000 sec): 3 clusters
  Score: Raw -271051.918254 + Penalty 2636.960978 = -268414.957276
  nChanged 49
		SP:Iteration 13Q (188944.240000 sec): 3 clusters
  Score: Raw -271086.318883 + Penalty 2636.960978 = -268449.357905
  nChanged 50
		SP:Iteration 14Q (188944.420000 sec): 3 clusters
  Score: Raw -271108.967836 + Penalty 2636.960978 = -268472.006858
  nChanged 23
		SP:Iteration 15Q (188944.590000 sec): 3 clusters
  Score: Raw -271118.833096 + Penalty 2636.960978 = -268481.872118
  nChanged 21
		SP:Iteration 16Q (188944.770000 sec): 3 clusters
  Score: Raw -271128.346067 + Penalty 2636.960978 = -268491.385089
  nChanged 19
		SP:Iteration 17Q (188944.950000 sec): 3 clusters
  Score: Raw -271136.857424 + Penalty 2636.960978 = -268499.896446
  nChanged 20
		SP:Iteration 18Q (188945.120000 sec): 3 clusters
  Score: Raw -271145.447611 + Penalty 2636.960978 = -268508.486633
  nChanged 17
		SP:Iteration 19Q (188945.300000 sec): 3 clusters
  Score: Raw -271152.252924 + Penalty 2636.960978 = -268515.291946
  nChanged 16
		SP:Iteration 20F (188945.470000 sec): 3 clusters
  Score: Raw -271157.309558 + Penalty 2636.960978 = -268520.348580
  nChanged 9
		SP:Iteration 21Q (188945.650000 sec): 3 clusters
  Score: Raw -271159.747786 + Penalty 2636.960978 = -268522.786808
  nChanged 9
		SP:Iteration 22Q (188945.830000 sec): 3 clusters
  Score: Raw -271162.571718 + Penalty 2636.960978 = -268525.610740
  nChanged 5
		SP:Iteration 23Q (188946.000000 sec): 3 clusters
  Score: Raw -271164.908305 + Penalty 2636.960978 = -268527.947327
  nChanged 4
		SP:Iteration 24Q (188946.180000 sec): 3 clusters
  Score: Raw -271166.455810 + Penalty 2636.960978 = -268529.494832
  nChanged 1
		SP:Iteration 25Q (188946.350000 sec): 3 clusters
  Score: Raw -271166.891289 + Penalty 2636.960978 = -268529.930311
  nChanged 1
		SP:Iteration 26Q (188946.530000 sec): 3 clusters
  Score: Raw -271167.321159 + Penalty 2636.960978 = -268530.360181
  nChanged 4
		SP:Iteration 27Q (188946.710000 sec): 3 clusters
  Score: Raw -271168.284021 + Penalty 2636.960978 = -268531.323043
  nChanged 2
		SP:Iteration 28Q (188946.880000 sec): 3 clusters
  Score: Raw -271168.591690 + Penalty 2636.960978 = -268531.630712
  nChanged 2
		SP:Iteration 29Q (188947.060000 sec): 3 clusters
  Score: Raw -271169.451270 + Penalty 2636.960978 = -268532.490292
  nChanged 3
		SP:Iteration 30Q (188947.230000 sec): 3 clusters
  Score: Raw -271170.160115 + Penalty 2636.960978 = -268533.199137
  nChanged 1
		SP:Iteration 31Q (188947.410000 sec): 3 clusters
  Score: Raw -271170.502147 + Penalty 2636.960978 = -268533.541169
  nChanged 2
		SP:Iteration 32Q (188947.590000 sec): 3 clusters
  Score: Raw -271172.333749 + Penalty 2636.960978 = -268535.372771
  nChanged 1
		SP:Iteration 33Q (188947.760000 sec): 3 clusters
  Score: Raw -271173.114334 + Penalty 2636.960978 = -268536.153356
  nChanged 3
		SP:Iteration 34Q (188947.940000 sec): 3 clusters
  Score: Raw -271174.200905 + Penalty 2636.960978 = -268537.239927
  nChanged 1
		SP:Iteration 35Q (188948.110000 sec): 3 clusters
  Score: Raw -271174.745083 + Penalty 2636.960978 = -268537.784105
  nChanged 2
		SP:Iteration 36Q (188948.290000 sec): 3 clusters
  Score: Raw -271175.248230 + Penalty 2636.960978 = -268538.287252
  nChanged 2
		SP:Iteration 37Q (188948.470000 sec): 3 clusters
  Score: Raw -271175.580352 + Penalty 2636.960978 = -268538.619374
  nChanged 0
		SP:Iteration 38F (188948.630000 sec): 3 clusters
  Score: Raw -271175.580352 + Penalty 2636.960978 = -268538.619374
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (2075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188948.730000 sec): 2 clusters
  Score: Raw -193774.293494 + Penalty 1241.128920 = -192533.164574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188948.900000 sec): 3 clusters
  Score: Raw -192857.471586 + Penalty 2482.257841 = -190375.213746
  nChanged 766
		SP:Iteration 1F (188949.070000 sec): 3 clusters
  Score: Raw -193348.109083 + Penalty 2482.257841 = -190865.851243
  nChanged 159
		SP:Iteration 2F (188949.250000 sec): 3 clusters
  Score: Raw -193465.306809 + Penalty 2482.257841 = -190983.048968
  nChanged 108
		SP:Iteration 3F (188949.430000 sec): 3 clusters
  Score: Raw -193542.315338 + Penalty 2482.257841 = -191060.057497
  nChanged 68
		SP:Iteration 4Q (188949.600000 sec): 3 clusters
  Score: Raw -193589.810136 + Penalty 2482.257841 = -191107.552295
  nChanged 55
		SP:Iteration 5Q (188949.780000 sec): 3 clusters
  Score: Raw -193624.681284 + Penalty 2482.257841 = -191142.423444
  nChanged 37
		SP:Iteration 6Q (188949.950000 sec): 3 clusters
  Score: Raw -193649.071092 + Penalty 2482.257841 = -191166.813251
  nChanged 31
		SP:Iteration 7Q (188950.130000 sec): 3 clusters
  Score: Raw -193666.828201 + Penalty 2482.257841 = -191184.570360
  nChanged 32
		SP:Iteration 8Q (188950.310000 sec): 3 clusters
  Score: Raw -193687.642479 + Penalty 2482.257841 = -191205.384639
  nChanged 39
		SP:Iteration 9Q (188950.480000 sec): 3 clusters
  Score: Raw -193722.393312 + Penalty 2482.257841 = -191240.135471
  nChanged 42
		SP:Iteration 10Q (188950.660000 sec): 3 clusters
  Score: Raw -193764.686468 + Penalty 2482.257841 = -191282.428627
  nChanged 49
		SP:Iteration 11Q (188950.830000 sec): 3 clusters
  Score: Raw -193802.401941 + Penalty 2482.257841 = -191320.144100
  nChanged 34
		SP:Iteration 12Q (188951.010000 sec): 3 clusters
  Score: Raw -193823.751872 + Penalty 2482.257841 = -191341.494032
  nChanged 31
		SP:Iteration 13Q (188951.190000 sec): 3 clusters
  Score: Raw -193841.985708 + Penalty 2482.257841 = -191359.727867
  nChanged 18
		SP:Iteration 14Q (188951.360000 sec): 3 clusters
  Score: Raw -193852.376233 + Penalty 2482.257841 = -191370.118393
  nChanged 13
		SP:Iteration 15Q (188951.540000 sec): 3 clusters
  Score: Raw -193862.643092 + Penalty 2482.257841 = -191380.385252
  nChanged 16
		SP:Iteration 16Q (188951.710000 sec): 3 clusters
  Score: Raw -193871.785142 + Penalty 2482.257841 = -191389.527301
  nChanged 13
		SP:Iteration 17Q (188951.890000 sec): 3 clusters
  Score: Raw -193876.487480 + Penalty 2482.257841 = -191394.229639
  nChanged 11
		SP:Iteration 18Q (188952.060000 sec): 3 clusters
  Score: Raw -193883.088217 + Penalty 2482.257841 = -191400.830377
  nChanged 16
		SP:Iteration 19Q (188952.240000 sec): 3 clusters
  Score: Raw -193891.127011 + Penalty 2482.257841 = -191408.869171
  nChanged 17
		SP:Iteration 20F (188952.410000 sec): 3 clusters
  Score: Raw -193896.018608 + Penalty 2482.257841 = -191413.760767
  nChanged 14
		SP:Iteration 21Q (188952.590000 sec): 3 clusters
  Score: Raw -193902.141707 + Penalty 2482.257841 = -191419.883866
  nChanged 13
		SP:Iteration 22Q (188952.770000 sec): 3 clusters
  Score: Raw -193907.615319 + Penalty 2482.257841 = -191425.357478
  nChanged 16
		SP:Iteration 23Q (188952.990000 sec): 3 clusters
  Score: Raw -193915.896898 + Penalty 2482.257841 = -191433.639057
  nChanged 23
		SP:Iteration 24Q (188953.150000 sec): 3 clusters
  Score: Raw -193928.929735 + Penalty 2482.257841 = -191446.671894
  nChanged 28
		SP:Iteration 25Q (188953.310000 sec): 3 clusters
  Score: Raw -193940.262758 + Penalty 2482.257841 = -191458.004917
  nChanged 24
		SP:Iteration 26Q (188953.470000 sec): 3 clusters
  Score: Raw -193951.887896 + Penalty 2482.257841 = -191469.630056
  nChanged 26
		SP:Iteration 27Q (188953.590000 sec): 3 clusters
  Score: Raw -193964.186268 + Penalty 2482.257841 = -191481.928428
  nChanged 29
		SP:Iteration 28Q (188953.770000 sec): 3 clusters
  Score: Raw -193978.986795 + Penalty 2482.257841 = -191496.728954
  nChanged 24
		SP:Iteration 29Q (188953.940000 sec): 3 clusters
  Score: Raw -193988.986516 + Penalty 2482.257841 = -191506.728675
  nChanged 23
		SP:Iteration 30Q (188954.120000 sec): 3 clusters
  Score: Raw -193999.217822 + Penalty 2482.257841 = -191516.959982
  nChanged 19
		SP:Iteration 31Q (188954.290000 sec): 3 clusters
  Score: Raw -194008.398550 + Penalty 2482.257841 = -191526.140709
  nChanged 16
		SP:Iteration 32Q (188954.470000 sec): 3 clusters
  Score: Raw -194015.849753 + Penalty 2482.257841 = -191533.591912
  nChanged 17
		SP:Iteration 33Q (188954.650000 sec): 3 clusters
  Score: Raw -194024.042178 + Penalty 2482.257841 = -191541.784338
  nChanged 13
		SP:Iteration 34Q (188954.820000 sec): 3 clusters
  Score: Raw -194030.131368 + Penalty 2482.257841 = -191547.873527
  nChanged 15
		SP:Iteration 35Q (188955.000000 sec): 3 clusters
  Score: Raw -194037.744523 + Penalty 2482.257841 = -191555.486683
  nChanged 16
		SP:Iteration 36Q (188955.170000 sec): 3 clusters
  Score: Raw -194044.859672 + Penalty 2482.257841 = -191562.601832
  nChanged 8
		SP:Iteration 37Q (188955.350000 sec): 3 clusters
  Score: Raw -194048.511555 + Penalty 2482.257841 = -191566.253715
  nChanged 7
		SP:Iteration 38Q (188955.530000 sec): 3 clusters
  Score: Raw -194051.414182 + Penalty 2482.257841 = -191569.156341
  nChanged 6
		SP:Iteration 39Q (188955.700000 sec): 3 clusters
  Score: Raw -194053.772983 + Penalty 2482.257841 = -191571.515142
  nChanged 3
		SP:Iteration 40F (188955.880000 sec): 3 clusters
  Score: Raw -194054.679383 + Penalty 2482.257841 = -191572.421543
  nChanged 1
		SP:Iteration 41Q (188956.050000 sec): 3 clusters
  Score: Raw -194054.974654 + Penalty 2482.257841 = -191572.716813
  nChanged 1
		SP:Iteration 42Q (188956.230000 sec): 3 clusters
  Score: Raw -194055.309114 + Penalty 2482.257841 = -191573.051273
  nChanged 0
		SP:Iteration 43F (188956.410000 sec): 3 clusters
  Score: Raw -194055.309114 + Penalty 2482.257841 = -191573.051273
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (4823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188956.500000 sec): 2 clusters
  Score: Raw -376575.054315 + Penalty 1378.187106 = -375196.867210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188956.670000 sec): 3 clusters
  Score: Raw -374091.150203 + Penalty 2756.374212 = -371334.775991
  nChanged 1927
		SP:Iteration 1F (188956.850000 sec): 3 clusters
  Score: Raw -375178.465780 + Penalty 2756.374212 = -372422.091568
  nChanged 372
		SP:Iteration 2F (188957.030000 sec): 3 clusters
  Score: Raw -375425.075954 + Penalty 2756.374212 = -372668.701742
  nChanged 298
		SP:Iteration 3F (188957.200000 sec): 3 clusters
  Score: Raw -375621.254793 + Penalty 2756.374212 = -372864.880581
  nChanged 269
		SP:Iteration 4F (188957.370000 sec): 3 clusters
  Score: Raw -375802.238047 + Penalty 2756.374212 = -373045.863835
  nChanged 230
		SP:Iteration 5Q (188957.550000 sec): 3 clusters
  Score: Raw -375960.637872 + Penalty 2756.374212 = -373204.263661
  nChanged 187
		SP:Iteration 6Q (188957.730000 sec): 3 clusters
  Score: Raw -376064.998802 + Penalty 2756.374212 = -373308.624590
  nChanged 162
		SP:Iteration 7Q (188957.900000 sec): 3 clusters
  Score: Raw -376148.007716 + Penalty 2756.374212 = -373391.633504
  nChanged 138
		SP:Iteration 8Q (188958.080000 sec): 3 clusters
  Score: Raw -376227.573978 + Penalty 2756.374212 = -373471.199767
  nChanged 142
		SP:Iteration 9Q (188958.250000 sec): 3 clusters
  Score: Raw -376309.261026 + Penalty 2756.374212 = -373552.886815
  nChanged 138
		SP:Iteration 10Q (188958.430000 sec): 3 clusters
  Score: Raw -376395.489598 + Penalty 2756.374212 = -373639.115386
  nChanged 120
		SP:Iteration 11Q (188958.600000 sec): 3 clusters
  Score: Raw -376469.517894 + Penalty 2756.374212 = -373713.143682
  nChanged 131
		SP:Iteration 12Q (188958.780000 sec): 3 clusters
  Score: Raw -376562.015491 + Penalty 2756.374212 = -373805.641279
  nChanged 151
		SP:Iteration 13Q (188958.950000 sec): 3 clusters
  Score: Raw -376674.575333 + Penalty 2756.374212 = -373918.201122
  nChanged 151
		SP:Iteration 14Q (188959.130000 sec): 3 clusters
  Score: Raw -376780.654406 + Penalty 2756.374212 = -374024.280194
  nChanged 130
		SP:Iteration 15Q (188959.310000 sec): 3 clusters
  Score: Raw -376881.553324 + Penalty 2756.374212 = -374125.179112
  nChanged 122
		SP:Iteration 16Q (188959.390000 sec): 3 clusters
  Score: Raw -376961.817925 + Penalty 2756.374212 = -374205.443714
  nChanged 88
		SP:Iteration 17Q (188959.470000 sec): 3 clusters
  Score: Raw -377024.243622 + Penalty 2756.374212 = -374267.869411
  nChanged 80
		SP:Iteration 18Q (188959.550000 sec): 3 clusters
  Score: Raw -377085.053819 + Penalty 2756.374212 = -374328.679608
  nChanged 71
		SP:Iteration 19Q (188959.630000 sec): 3 clusters
  Score: Raw -377133.900481 + Penalty 2756.374212 = -374377.526269
  nChanged 69
		SP:Iteration 20F (188959.730000 sec): 3 clusters
  Score: Raw -377180.283386 + Penalty 2756.374212 = -374423.909175
  nChanged 58
		SP:Iteration 21Q (188959.810000 sec): 3 clusters
  Score: Raw -377224.472951 + Penalty 2756.374212 = -374468.098739
  nChanged 57
		SP:Iteration 22Q (188959.890000 sec): 3 clusters
  Score: Raw -377270.839292 + Penalty 2756.374212 = -374514.465081
  nChanged 60
		SP:Iteration 23Q (188959.970000 sec): 3 clusters
  Score: Raw -377311.872905 + Penalty 2756.374212 = -374555.498693
  nChanged 50
		SP:Iteration 24Q (188960.050000 sec): 3 clusters
  Score: Raw -377345.075797 + Penalty 2756.374212 = -374588.701585
  nChanged 37
		SP:Iteration 25Q (188960.140000 sec): 3 clusters
  Score: Raw -377372.583075 + Penalty 2756.374212 = -374616.208863
  nChanged 43
		SP:Iteration 26Q (188960.220000 sec): 3 clusters
  Score: Raw -377412.719027 + Penalty 2756.374212 = -374656.344815
  nChanged 52
		SP:Iteration 27Q (188960.300000 sec): 3 clusters
  Score: Raw -377467.504818 + Penalty 2756.374212 = -374711.130607
  nChanged 44
		SP:Iteration 28Q (188960.390000 sec): 3 clusters
  Score: Raw -377509.820785 + Penalty 2756.374212 = -374753.446573
  nChanged 41
		SP:Iteration 29Q (188960.470000 sec): 3 clusters
  Score: Raw -377545.322872 + Penalty 2756.374212 = -374788.948661
  nChanged 25
		SP:Iteration 30Q (188960.550000 sec): 3 clusters
  Score: Raw -377569.299423 + Penalty 2756.374212 = -374812.925211
  nChanged 26
		SP:Iteration 31Q (188960.640000 sec): 3 clusters
  Score: Raw -377593.956648 + Penalty 2756.374212 = -374837.582436
  nChanged 28
		SP:Iteration 32Q (188960.820000 sec): 3 clusters
  Score: Raw -377617.849373 + Penalty 2756.374212 = -374861.475161
  nChanged 33
		SP:Iteration 33Q (188961.000000 sec): 3 clusters
  Score: Raw -377640.750501 + Penalty 2756.374212 = -374884.376289
  nChanged 23
		SP:Iteration 34Q (188961.170000 sec): 3 clusters
  Score: Raw -377653.815987 + Penalty 2756.374212 = -374897.441775
  nChanged 18
		SP:Iteration 35Q (188961.350000 sec): 3 clusters
  Score: Raw -377665.437992 + Penalty 2756.374212 = -374909.063781
  nChanged 11
		SP:Iteration 36Q (188961.530000 sec): 3 clusters
  Score: Raw -377672.774940 + Penalty 2756.374212 = -374916.400729
  nChanged 13
		SP:Iteration 37Q (188961.700000 sec): 3 clusters
  Score: Raw -377681.635403 + Penalty 2756.374212 = -374925.261191
  nChanged 11
		SP:Iteration 38Q (188961.880000 sec): 3 clusters
  Score: Raw -377687.206477 + Penalty 2756.374212 = -374930.832266
  nChanged 13
		SP:Iteration 39Q (188962.050000 sec): 3 clusters
  Score: Raw -377694.225520 + Penalty 2756.374212 = -374937.851309
  nChanged 6
		SP:Iteration 40F (188962.230000 sec): 3 clusters
  Score: Raw -377697.770237 + Penalty 2756.374212 = -374941.396026
  nChanged 5
		SP:Iteration 41Q (188962.400000 sec): 3 clusters
  Score: Raw -377700.768087 + Penalty 2756.374212 = -374944.393875
  nChanged 4
		SP:Iteration 42Q (188962.580000 sec): 3 clusters
  Score: Raw -377702.774610 + Penalty 2756.374212 = -374946.400398
  nChanged 3
		SP:Iteration 43Q (188962.750000 sec): 3 clusters
  Score: Raw -377704.782924 + Penalty 2756.374212 = -374948.408713
  nChanged 3
		SP:Iteration 44Q (188962.930000 sec): 3 clusters
  Score: Raw -377706.119043 + Penalty 2756.374212 = -374949.744832
  nChanged 3
		SP:Iteration 45Q (188963.110000 sec): 3 clusters
  Score: Raw -377708.975974 + Penalty 2756.374212 = -374952.601762
  nChanged 6
		SP:Iteration 46Q (188963.280000 sec): 3 clusters
  Score: Raw -377713.825541 + Penalty 2756.374212 = -374957.451329
  nChanged 7
		SP:Iteration 47Q (188963.460000 sec): 3 clusters
  Score: Raw -377716.990929 + Penalty 2756.374212 = -374960.616717
  nChanged 1
		SP:Iteration 48Q (188963.680000 sec): 3 clusters
  Score: Raw -377717.417912 + Penalty 2756.374212 = -374961.043701
  nChanged 0
		SP:Iteration 49F (188963.830000 sec): 3 clusters
  Score: Raw -377717.417912 + Penalty 2756.374212 = -374961.043701
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (2845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188963.910000 sec): 2 clusters
  Score: Raw -234968.690746 + Penalty 1292.414231 = -233676.276514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188964.080000 sec): 3 clusters
  Score: Raw -233679.205287 + Penalty 2584.828463 = -231094.376825
  nChanged 1067
		SP:Iteration 1F (188964.260000 sec): 3 clusters
  Score: Raw -234511.301695 + Penalty 2584.828463 = -231926.473232
  nChanged 302
		SP:Iteration 2F (188964.430000 sec): 3 clusters
  Score: Raw -234781.887176 + Penalty 2584.828463 = -232197.058713
  nChanged 204
		SP:Iteration 3F (188964.610000 sec): 3 clusters
  Score: Raw -234957.045885 + Penalty 2584.828463 = -232372.217423
  nChanged 158
		SP:Iteration 4F (188964.790000 sec): 3 clusters
  Score: Raw -235096.697887 + Penalty 2584.828463 = -232511.869425
  nChanged 127
		SP:Iteration 5Q (188964.960000 sec): 3 clusters
  Score: Raw -235180.349443 + Penalty 2584.828463 = -232595.520980
  nChanged 85
		SP:Iteration 6Q (188965.140000 sec): 3 clusters
  Score: Raw -235234.761483 + Penalty 2584.828463 = -232649.933021
  nChanged 62
		SP:Iteration 7Q (188965.310000 sec): 3 clusters
  Score: Raw -235281.691542 + Penalty 2584.828463 = -232696.863079
  nChanged 47
		SP:Iteration 8Q (188965.490000 sec): 3 clusters
  Score: Raw -235325.733187 + Penalty 2584.828463 = -232740.904724
  nChanged 60
		SP:Iteration 9Q (188965.660000 sec): 3 clusters
  Score: Raw -235388.702153 + Penalty 2584.828463 = -232803.873691
  nChanged 56
		SP:Iteration 10Q (188965.820000 sec): 3 clusters
  Score: Raw -235443.528825 + Penalty 2584.828463 = -232858.700363
  nChanged 54
		SP:Iteration 11Q (188965.970000 sec): 3 clusters
  Score: Raw -235492.877106 + Penalty 2584.828463 = -232908.048643
  nChanged 57
		SP:Iteration 12Q (188966.150000 sec): 3 clusters
  Score: Raw -235537.726010 + Penalty 2584.828463 = -232952.897548
  nChanged 53
		SP:Iteration 13Q (188966.320000 sec): 3 clusters
  Score: Raw -235572.025489 + Penalty 2584.828463 = -232987.197027
  nChanged 44
		SP:Iteration 14Q (188966.500000 sec): 3 clusters
  Score: Raw -235598.287039 + Penalty 2584.828463 = -233013.458577
  nChanged 36
		SP:Iteration 15Q (188966.670000 sec): 3 clusters
  Score: Raw -235617.758700 + Penalty 2584.828463 = -233032.930237
  nChanged 33
		SP:Iteration 16Q (188966.850000 sec): 3 clusters
  Score: Raw -235638.168668 + Penalty 2584.828463 = -233053.340206
  nChanged 41
		SP:Iteration 17Q (188967.030000 sec): 3 clusters
  Score: Raw -235666.453090 + Penalty 2584.828463 = -233081.624628
  nChanged 43
		SP:Iteration 18Q (188967.200000 sec): 3 clusters
  Score: Raw -235697.960100 + Penalty 2584.828463 = -233113.131637
  nChanged 44
		SP:Iteration 19Q (188967.380000 sec): 3 clusters
  Score: Raw -235732.811528 + Penalty 2584.828463 = -233147.983066
  nChanged 45
		SP:Iteration 20F (188967.550000 sec): 3 clusters
  Score: Raw -235766.064600 + Penalty 2584.828463 = -233181.236137
  nChanged 32
		SP:Iteration 21Q (188967.730000 sec): 3 clusters
  Score: Raw -235784.585701 + Penalty 2584.828463 = -233199.757239
  nChanged 30
		SP:Iteration 22Q (188967.910000 sec): 3 clusters
  Score: Raw -235800.816747 + Penalty 2584.828463 = -233215.988285
  nChanged 29
		SP:Iteration 23Q (188968.080000 sec): 3 clusters
  Score: Raw -235812.679790 + Penalty 2584.828463 = -233227.851328
  nChanged 27
		SP:Iteration 24Q (188968.260000 sec): 3 clusters
  Score: Raw -235825.844799 + Penalty 2584.828463 = -233241.016336
  nChanged 17
		SP:Iteration 25Q (188968.430000 sec): 3 clusters
  Score: Raw -235835.340894 + Penalty 2584.828463 = -233250.512432
  nChanged 19
		SP:Iteration 26Q (188968.610000 sec): 3 clusters
  Score: Raw -235847.373742 + Penalty 2584.828463 = -233262.545279
  nChanged 24
		SP:Iteration 27Q (188968.790000 sec): 3 clusters
  Score: Raw -235860.165384 + Penalty 2584.828463 = -233275.336921
  nChanged 21
		SP:Iteration 28Q (188968.960000 sec): 3 clusters
  Score: Raw -235869.899984 + Penalty 2584.828463 = -233285.071521
  nChanged 14
		SP:Iteration 29Q (188969.140000 sec): 3 clusters
  Score: Raw -235874.786179 + Penalty 2584.828463 = -233289.957717
  nChanged 8
		SP:Iteration 30Q (188969.310000 sec): 3 clusters
  Score: Raw -235879.424592 + Penalty 2584.828463 = -233294.596130
  nChanged 5
		SP:Iteration 31Q (188969.490000 sec): 3 clusters
  Score: Raw -235881.841420 + Penalty 2584.828463 = -233297.012957
  nChanged 6
		SP:Iteration 32Q (188969.670000 sec): 3 clusters
  Score: Raw -235884.421776 + Penalty 2584.828463 = -233299.593313
  nChanged 7
		SP:Iteration 33Q (188969.840000 sec): 3 clusters
  Score: Raw -235888.930071 + Penalty 2584.828463 = -233304.101609
  nChanged 8
		SP:Iteration 34Q (188970.020000 sec): 3 clusters
  Score: Raw -235892.891801 + Penalty 2584.828463 = -233308.063338
  nChanged 6
		SP:Iteration 35Q (188970.190000 sec): 3 clusters
  Score: Raw -235895.662048 + Penalty 2584.828463 = -233310.833586
  nChanged 9
		SP:Iteration 36Q (188970.370000 sec): 3 clusters
  Score: Raw -235903.106248 + Penalty 2584.828463 = -233318.277785
  nChanged 10
		SP:Iteration 37Q (188970.550000 sec): 3 clusters
  Score: Raw -235907.063341 + Penalty 2584.828463 = -233322.234879
  nChanged 11
		SP:Iteration 38Q (188970.720000 sec): 3 clusters
  Score: Raw -235911.166907 + Penalty 2584.828463 = -233326.338444
  nChanged 6
		SP:Iteration 39Q (188970.900000 sec): 3 clusters
  Score: Raw -235913.213772 + Penalty 2584.828463 = -233328.385309
  nChanged 4
		SP:Iteration 40F (188971.070000 sec): 3 clusters
  Score: Raw -235914.585130 + Penalty 2584.828463 = -233329.756668
  nChanged 1
		SP:Iteration 41Q (188971.250000 sec): 3 clusters
  Score: Raw -235914.934490 + Penalty 2584.828463 = -233330.106028
  nChanged 0
		SP:Iteration 42F (188971.420000 sec): 3 clusters
  Score: Raw -235914.934490 + Penalty 2584.828463 = -233330.106028
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188971.500000 sec): 2 clusters
  Score: Raw -410532.675766 + Penalty 1384.757325 = -409147.918441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188971.600000 sec): 3 clusters
  Score: Raw -407933.706270 + Penalty 2769.514650 = -405164.191620
  nChanged 2045
		SP:Iteration 1F (188971.700000 sec): 3 clusters
  Score: Raw -409290.551162 + Penalty 2769.514650 = -406521.036512
  nChanged 476
		SP:Iteration 2F (188971.790000 sec): 3 clusters
  Score: Raw -409704.081714 + Penalty 2769.514650 = -406934.567063
  nChanged 392
		SP:Iteration 3F (188971.890000 sec): 3 clusters
  Score: Raw -410036.823974 + Penalty 2769.514650 = -407267.309324
  nChanged 320
		SP:Iteration 4F (188971.980000 sec): 3 clusters
  Score: Raw -410328.455718 + Penalty 2769.514650 = -407558.941067
  nChanged 300
		SP:Iteration 5F (188972.080000 sec): 3 clusters
  Score: Raw -410577.136373 + Penalty 2769.514650 = -407807.621723
  nChanged 223
		SP:Iteration 6Q (188972.170000 sec): 3 clusters
  Score: Raw -410736.979838 + Penalty 2769.514650 = -407967.465188
  nChanged 172
		SP:Iteration 7Q (188972.260000 sec): 3 clusters
  Score: Raw -410839.397238 + Penalty 2769.514650 = -408069.882588
  nChanged 136
		SP:Iteration 8Q (188972.360000 sec): 3 clusters
  Score: Raw -410919.908757 + Penalty 2769.514650 = -408150.394106
  nChanged 125
		SP:Iteration 9Q (188972.580000 sec): 3 clusters
  Score: Raw -410987.726587 + Penalty 2769.514650 = -408218.211937
  nChanged 113
		SP:Iteration 10Q (188972.760000 sec): 3 clusters
  Score: Raw -411053.513762 + Penalty 2769.514650 = -408283.999112
  nChanged 103
		SP:Iteration 11Q (188972.910000 sec): 3 clusters
  Score: Raw -411104.297844 + Penalty 2769.514650 = -408334.783193
  nChanged 79
		SP:Iteration 12Q (188973.080000 sec): 3 clusters
  Score: Raw -411138.781414 + Penalty 2769.514650 = -408369.266763
  nChanged 66
		SP:Iteration 13Q (188973.260000 sec): 3 clusters
  Score: Raw -411163.224489 + Penalty 2769.514650 = -408393.709838
  nChanged 54
		SP:Iteration 14Q (188973.430000 sec): 3 clusters
  Score: Raw -411187.312188 + Penalty 2769.514650 = -408417.797538
  nChanged 45
		SP:Iteration 15Q (188973.610000 sec): 3 clusters
  Score: Raw -411199.200644 + Penalty 2769.514650 = -408429.685993
  nChanged 25
		SP:Iteration 16Q (188973.820000 sec): 3 clusters
  Score: Raw -411205.163990 + Penalty 2769.514650 = -408435.649339
  nChanged 22
		SP:Iteration 17Q (188974.000000 sec): 3 clusters
  Score: Raw -411211.051290 + Penalty 2769.514650 = -408441.536639
  nChanged 19
		SP:Iteration 18Q (188974.180000 sec): 3 clusters
  Score: Raw -411217.312353 + Penalty 2769.514650 = -408447.797702
  nChanged 23
		SP:Iteration 19Q (188974.350000 sec): 3 clusters
  Score: Raw -411224.471286 + Penalty 2769.514650 = -408454.956635
  nChanged 21
		SP:Iteration 20F (188974.520000 sec): 3 clusters
  Score: Raw -411229.326935 + Penalty 2769.514650 = -408459.812285
  nChanged 16
		SP:Iteration 21Q (188974.700000 sec): 3 clusters
  Score: Raw -411232.198548 + Penalty 2769.514650 = -408462.683898
  nChanged 9
		SP:Iteration 22Q (188974.880000 sec): 3 clusters
  Score: Raw -411234.105253 + Penalty 2769.514650 = -408464.590603
  nChanged 9
		SP:Iteration 23Q (188975.050000 sec): 3 clusters
  Score: Raw -411236.518577 + Penalty 2769.514650 = -408467.003926
  nChanged 9
		SP:Iteration 24Q (188975.220000 sec): 3 clusters
  Score: Raw -411238.236652 + Penalty 2769.514650 = -408468.722002
  nChanged 7
		SP:Iteration 25Q (188975.400000 sec): 3 clusters
  Score: Raw -411239.672921 + Penalty 2769.514650 = -408470.158271
  nChanged 8
		SP:Iteration 26Q (188975.560000 sec): 3 clusters
  Score: Raw -411241.751443 + Penalty 2769.514650 = -408472.236793
  nChanged 10
		SP:Iteration 27Q (188975.750000 sec): 3 clusters
  Score: Raw -411243.898815 + Penalty 2769.514650 = -408474.384164
  nChanged 9
		SP:Iteration 28Q (188975.920000 sec): 3 clusters
  Score: Raw -411245.425832 + Penalty 2769.514650 = -408475.911182
  nChanged 8
		SP:Iteration 29Q (188976.100000 sec): 3 clusters
  Score: Raw -411246.760812 + Penalty 2769.514650 = -408477.246162
  nChanged 5
		SP:Iteration 30Q (188976.280000 sec): 3 clusters
  Score: Raw -411247.481090 + Penalty 2769.514650 = -408477.966439
  nChanged 5
		SP:Iteration 31Q (188976.450000 sec): 3 clusters
  Score: Raw -411248.772528 + Penalty 2769.514650 = -408479.257878
  nChanged 6
		SP:Iteration 32Q (188976.630000 sec): 3 clusters
  Score: Raw -411249.773319 + Penalty 2769.514650 = -408480.258668
  nChanged 3
		SP:Iteration 33Q (188976.800000 sec): 3 clusters
  Score: Raw -411250.056632 + Penalty 2769.514650 = -408480.541982
  nChanged 1
		SP:Iteration 34Q (188976.980000 sec): 3 clusters
  Score: Raw -411250.102456 + Penalty 2769.514650 = -408480.587806
  nChanged 1
		SP:Iteration 35Q (188977.150000 sec): 3 clusters
  Score: Raw -411250.194798 + Penalty 2769.514650 = -408480.680148
  nChanged 1
		SP:Iteration 36Q (188977.330000 sec): 3 clusters
  Score: Raw -411250.439879 + Penalty 2769.514650 = -408480.925229
  nChanged 1
		SP:Iteration 37Q (188977.500000 sec): 3 clusters
  Score: Raw -411250.638440 + Penalty 2769.514650 = -408481.123790
  nChanged 0
		SP:Iteration 38F (188977.680000 sec): 3 clusters
  Score: Raw -411250.638440 + Penalty 2769.514650 = -408481.123790
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (12238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188977.830000 sec): 2 clusters
  Score: Raw -1179199.186401 + Penalty 1529.498936 = -1177669.687465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188978.100000 sec): 3 clusters
  Score: Raw -1172176.128525 + Penalty 3058.997872 = -1169117.130654
  nChanged 5375
		SP:Iteration 1F (188978.350000 sec): 3 clusters
  Score: Raw -1175224.732739 + Penalty 3058.997872 = -1172165.734867
  nChanged 845
		SP:Iteration 2F (188978.620000 sec): 3 clusters
  Score: Raw -1175692.432464 + Penalty 3058.997872 = -1172633.434592
  nChanged 800
		SP:Iteration 3F (188978.820000 sec): 3 clusters
  Score: Raw -1176121.524997 + Penalty 3058.997872 = -1173062.527125
  nChanged 721
		SP:Iteration 4F (188979.040000 sec): 3 clusters
  Score: Raw -1176508.146173 + Penalty 3058.997872 = -1173449.148301
  nChanged 667
		SP:Iteration 5F (188979.300000 sec): 3 clusters
  Score: Raw -1176814.264634 + Penalty 3058.997872 = -1173755.266762
  nChanged 504
		SP:Iteration 6Q (188979.550000 sec): 3 clusters
  Score: Raw -1177020.037509 + Penalty 3058.997872 = -1173961.039637
  nChanged 441
		SP:Iteration 7Q (188979.750000 sec): 3 clusters
  Score: Raw -1177199.192277 + Penalty 3058.997872 = -1174140.194405
  nChanged 432
		SP:Iteration 8Q (188979.960000 sec): 3 clusters
  Score: Raw -1177371.934049 + Penalty 3058.997872 = -1174312.936177
  nChanged 364
		SP:Iteration 9Q (188980.210000 sec): 3 clusters
  Score: Raw -1177528.583007 + Penalty 3058.997872 = -1174469.585135
  nChanged 342
		SP:Iteration 10Q (188980.510000 sec): 3 clusters
  Score: Raw -1177690.551235 + Penalty 3058.997872 = -1174631.553363
  nChanged 314
		SP:Iteration 11Q (188980.680000 sec): 3 clusters
  Score: Raw -1177838.944381 + Penalty 3058.997872 = -1174779.946509
  nChanged 285
		SP:Iteration 12Q (188980.900000 sec): 3 clusters
  Score: Raw -1177979.249795 + Penalty 3058.997872 = -1174920.251923
  nChanged 293
		SP:Iteration 13Q (188981.100000 sec): 3 clusters
  Score: Raw -1178146.562754 + Penalty 3058.997872 = -1175087.564882
  nChanged 285
		SP:Iteration 14Q (188981.310000 sec): 3 clusters
  Score: Raw -1178309.214959 + Penalty 3058.997872 = -1175250.217087
  nChanged 290
		SP:Iteration 15Q (188981.520000 sec): 3 clusters
  Score: Raw -1178500.775077 + Penalty 3058.997872 = -1175441.777205
  nChanged 275
		SP:Iteration 16Q (188981.720000 sec): 3 clusters
  Score: Raw -1178679.199135 + Penalty 3058.997872 = -1175620.201263
  nChanged 226
		SP:Iteration 17Q (188981.930000 sec): 3 clusters
  Score: Raw -1178826.536262 + Penalty 3058.997872 = -1175767.538390
  nChanged 186
		SP:Iteration 18Q (188982.140000 sec): 3 clusters
  Score: Raw -1178942.127846 + Penalty 3058.997872 = -1175883.129974
  nChanged 160
		SP:Iteration 19Q (188982.360000 sec): 3 clusters
  Score: Raw -1179047.863660 + Penalty 3058.997872 = -1175988.865788
  nChanged 118
		SP:Iteration 20F (188982.610000 sec): 3 clusters
  Score: Raw -1179129.488563 + Penalty 3058.997872 = -1176070.490691
  nChanged 78
		SP:Iteration 21Q (188982.780000 sec): 3 clusters
  Score: Raw -1179175.776454 + Penalty 3058.997872 = -1176116.778582
  nChanged 58
		SP:Iteration 22Q (188982.950000 sec): 3 clusters
  Score: Raw -1179207.097018 + Penalty 3058.997872 = -1176148.099146
  nChanged 36
		SP:Iteration 23Q (188983.180000 sec): 3 clusters
  Score: Raw -1179233.022801 + Penalty 3058.997872 = -1176174.024929
  nChanged 49
		SP:Iteration 24Q (188983.380000 sec): 3 clusters
  Score: Raw -1179265.155591 + Penalty 3058.997872 = -1176206.157719
  nChanged 49
		SP:Iteration 25Q (188983.590000 sec): 3 clusters
  Score: Raw -1179296.160764 + Penalty 3058.997872 = -1176237.162893
  nChanged 38
		SP:Iteration 26Q (188983.800000 sec): 3 clusters
  Score: Raw -1179317.393491 + Penalty 3058.997872 = -1176258.395619
  nChanged 24
		SP:Iteration 27Q (188983.950000 sec): 3 clusters
  Score: Raw -1179330.753068 + Penalty 3058.997872 = -1176271.755196
  nChanged 15
		SP:Iteration 28Q (188984.190000 sec): 3 clusters
  Score: Raw -1179338.247588 + Penalty 3058.997872 = -1176279.249716
  nChanged 13
		SP:Iteration 29Q (188984.400000 sec): 3 clusters
  Score: Raw -1179346.809026 + Penalty 3058.997872 = -1176287.811154
  nChanged 13
		SP:Iteration 30Q (188984.610000 sec): 3 clusters
  Score: Raw -1179354.724527 + Penalty 3058.997872 = -1176295.726655
  nChanged 10
		SP:Iteration 31Q (188984.830000 sec): 3 clusters
  Score: Raw -1179363.640398 + Penalty 3058.997872 = -1176304.642526
  nChanged 12
		SP:Iteration 32Q (188985.050000 sec): 3 clusters
  Score: Raw -1179373.055306 + Penalty 3058.997872 = -1176314.057434
  nChanged 15
		SP:Iteration 33Q (188985.320000 sec): 3 clusters
  Score: Raw -1179386.718665 + Penalty 3058.997872 = -1176327.720793
  nChanged 16
		SP:Iteration 34Q (188985.530000 sec): 3 clusters
  Score: Raw -1179397.649211 + Penalty 3058.997872 = -1176338.651339
  nChanged 14
		SP:Iteration 35Q (188985.740000 sec): 3 clusters
  Score: Raw -1179406.879213 + Penalty 3058.997872 = -1176347.881341
  nChanged 10
		SP:Iteration 36Q (188986.050000 sec): 3 clusters
  Score: Raw -1179413.672421 + Penalty 3058.997872 = -1176354.674549
  nChanged 10
		SP:Iteration 37Q (188986.220000 sec): 3 clusters
  Score: Raw -1179421.910850 + Penalty 3058.997872 = -1176362.912978
  nChanged 6
		SP:Iteration 38Q (188986.430000 sec): 3 clusters
  Score: Raw -1179427.753917 + Penalty 3058.997872 = -1176368.756045
  nChanged 9
		SP:Iteration 39Q (188986.690000 sec): 3 clusters
  Score: Raw -1179435.481125 + Penalty 3058.997872 = -1176376.483253
  nChanged 9
		SP:Iteration 40F (188986.930000 sec): 3 clusters
  Score: Raw -1179441.228032 + Penalty 3058.997872 = -1176382.230160
  nChanged 3
		SP:Iteration 41Q (188987.150000 sec): 3 clusters
  Score: Raw -1179443.021239 + Penalty 3058.997872 = -1176384.023367
  nChanged 4
		SP:Iteration 42Q (188987.350000 sec): 3 clusters
  Score: Raw -1179445.929250 + Penalty 3058.997872 = -1176386.931378
  nChanged 3
		SP:Iteration 43Q (188987.560000 sec): 3 clusters
  Score: Raw -1179448.295721 + Penalty 3058.997872 = -1176389.297849
  nChanged 3
		SP:Iteration 44Q (188987.810000 sec): 3 clusters
  Score: Raw -1179451.227466 + Penalty 3058.997872 = -1176392.229594
  nChanged 5
		SP:Iteration 45Q (188987.990000 sec): 3 clusters
  Score: Raw -1179454.830347 + Penalty 3058.997872 = -1176395.832475
  nChanged 2
		SP:Iteration 46Q (188988.200000 sec): 3 clusters
  Score: Raw -1179455.542740 + Penalty 3058.997872 = -1176396.544868
  nChanged 1
		SP:Iteration 47Q (188988.410000 sec): 3 clusters
  Score: Raw -1179456.075808 + Penalty 3058.997872 = -1176397.077936
  nChanged 0
		SP:Iteration 48F (188988.610000 sec): 3 clusters
  Score: Raw -1179456.075808 + Penalty 3058.997872 = -1176397.077936
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (8120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (188988.700000 sec): 2 clusters
  Score: Raw -679878.617497 + Penalty 1462.838883 = -678415.778614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (188988.840000 sec): 3 clusters
  Score: Raw -675457.409455 + Penalty 2925.677766 = -672531.731689
  nChanged 3477
		SP:Iteration 1F (188988.960000 sec): 3 clusters
  Score: Raw -677770.860919 + Penalty 2925.677766 = -674845.183153
  nChanged 650
		SP:Iteration 2F (188989.090000 sec): 3 clusters
  Score: Raw -678244.762179 + Penalty 2925.677766 = -675319.084413
  nChanged 548
		SP:Iteration 3F (188989.370000 sec): 3 clusters
  Score: Raw -678609.495143 + Penalty 2925.677766 = -675683.817377
  nChanged 447
		SP:Iteration 4F (188989.610000 sec): 3 clusters
  Score: Raw -678924.271783 + Penalty 2925.677766 = -675998.594017
  nChanged 411
		SP:Iteration 5F (188989.770000 sec): 3 clusters
  Score: Raw -679187.258348 + Penalty 2925.677766 = -676261.580582
  nChanged 366
		SP:Iteration 6Q (188989.970000 sec): 3 clusters
  Score: Raw -679382.125369 + Penalty 2925.677766 = -676456.447603
  nChanged 284
		SP:Iteration 7Q (188990.100000 sec): 3 clusters
  Score: Raw -679533.119593 + Penalty 2925.677766 = -676607.441827
  nChanged 273
		SP:Iteration 8Q (188990.240000 sec): 3 clusters
  Score: Raw -679687.185220 + Penalty 2925.677766 = -676761.507454
  nChanged 244
		SP:Iteration 9Q (188990.450000 sec): 3 clusters
  Score: Raw -679844.067569 + Penalty 2925.677766 = -676918.389803
  nChanged 248
		SP:Iteration 10Q (188990.640000 sec): 3 clusters
  Score: Raw -680014.328295 + Penalty 2925.677766 = -677088.650529
  nChanged 232
		SP:Iteration 11Q (188990.770000 sec): 3 clusters
  Score: Raw -680169.550631 + Penalty 2925.677766 = -677243.872866
  nChanged 212
		SP:Iteration 12Q (188990.890000 sec): 3 clusters
  Score: Raw -680306.301108 + Penalty 2925.677766 = -677380.623343
  nChanged 204
		SP:Iteration 13Q (188991.080000 sec): 3 clusters
  Score: Raw -680424.597633 + Penalty 2925.677766 = -677498.919867
  nChanged 180
		SP:Iteration 14Q (188991.290000 sec): 3 clusters
  Score: Raw -680507.859477 + Penalty 2925.677766 = -677582.181711
  nChanged 131
		SP:Iteration 15Q (188991.430000 sec): 3 clusters
  Score: Raw -680561.908886 + Penalty 2925.677766 = -677636.231120
  nChanged 103
		SP:Iteration 16Q (188991.570000 sec): 3 clusters
  Score: Raw -680591.060397 + Penalty 2925.677766 = -677665.382631
  nChanged 76
		SP:Iteration 17Q (188991.790000 sec): 3 clusters
  Score: Raw -680611.079354 + Penalty 2925.677766 = -677685.401589
  nChanged 62
		SP:Iteration 18Q (188991.990000 sec): 3 clusters
  Score: Raw -680626.439349 + Penalty 2925.677766 = -677700.761583
  nChanged 52
		SP:Iteration 19Q (188992.180000 sec): 3 clusters
  Score: Raw -680640.114081 + Penalty 2925.677766 = -677714.436315
  nChanged 50
		SP:Iteration 20F (188992.360000 sec): 3 clusters
  Score: Raw -680653.684016 + Penalty 2925.677766 = -677728.006250
  nChanged 52
		SP:Iteration 21Q (188992.540000 sec): 3 clusters
  Score: Raw -680667.833513 + Penalty 2925.677766 = -677742.155747
  nChanged 51
		SP:Iteration 22Q (188992.720000 sec): 3 clusters
  Score: Raw -680682.252627 + Penalty 2925.677766 = -677756.574861
  nChanged 45
		SP:Iteration 23Q (188992.940000 sec): 3 clusters
  Score: Raw -680695.382179 + Penalty 2925.677766 = -677769.704413
  nChanged 44
		SP:Iteration 24Q (188993.120000 sec): 3 clusters
  Score: Raw -680707.687860 + Penalty 2925.677766 = -677782.010094
  nChanged 45
		SP:Iteration 25Q (188993.300000 sec): 3 clusters
  Score: Raw -680722.910600 + Penalty 2925.677766 = -677797.232834
  nChanged 41
		SP:Iteration 26Q (188993.480000 sec): 3 clusters
  Score: Raw -680735.125504 + Penalty 2925.677766 = -677809.447738
  nChanged 48
		SP:Iteration 27Q (188993.660000 sec): 3 clusters
  Score: Raw -680747.047354 + Penalty 2925.677766 = -677821.369588
  nChanged 31
		SP:Iteration 28Q (188993.840000 sec): 3 clusters
  Score: Raw -680753.571612 + Penalty 2925.677766 = -677827.893846
  nChanged 28
		SP:Iteration 29Q (188994.020000 sec): 3 clusters
  Score: Raw -680758.560610 + Penalty 2925.677766 = -677832.882844
  nChanged 19
		SP:Iteration 30Q (188994.320000 sec): 3 clusters
  Score: Raw -680761.593994 + Penalty 2925.677766 = -677835.916228
  nChanged 15
		SP:Iteration 31Q (188994.510000 sec): 3 clusters
  Score: Raw -680764.099219 + Penalty 2925.677766 = -677838.421453
  nChanged 14
		SP:Iteration 32Q (188994.700000 sec): 3 clusters
  Score: Raw -680766.359113 + Penalty 2925.677766 = -677840.681347
  nChanged 8
		SP:Iteration 33Q (188994.830000 sec): 3 clusters
  Score: Raw -680767.476310 + Penalty 2925.677766 = -677841.798545
  nChanged 8
		SP:Iteration 34Q (188995.020000 sec): 3 clusters
  Score: Raw -680768.187628 + Penalty 2925.677766 = -677842.509863
  nChanged 7
		SP:Iteration 35Q (188995.230000 sec): 3 clusters
  Score: Raw -680769.180155 + Penalty 2925.677766 = -677843.502390
  nChanged 5
		SP:Iteration 36Q (188995.360000 sec): 3 clusters
  Score: Raw -680769.850754 + Penalty 2925.677766 = -677844.172988
  nChanged 9
		SP:Iteration 37Q (188995.480000 sec): 3 clusters
  Score: Raw -680771.313628 + Penalty 2925.677766 = -677845.635862
  nChanged 11
		SP:Iteration 38Q (188995.620000 sec): 3 clusters
  Score: Raw -680773.237180 + Penalty 2925.677766 = -677847.559414
  nChanged 7
		SP:Iteration 39Q (188995.820000 sec): 3 clusters
  Score: Raw -680774.024159 + Penalty 2925.677766 = -677848.346393
  nChanged 3
		SP:Iteration 40F (188995.960000 sec): 3 clusters
  Score: Raw -680774.217047 + Penalty 2925.677766 = -677848.539281
  nChanged 2
		SP:Iteration 41Q (188996.100000 sec): 3 clusters
  Score: Raw -680774.457232 + Penalty 2925.677766 = -677848.779466
  nChanged 2
		SP:Iteration 42Q (188996.300000 sec): 3 clusters
  Score: Raw -680774.617401 + Penalty 2925.677766 = -677848.939635
  nChanged 5
		SP:Iteration 43Q (188996.490000 sec): 3 clusters
  Score: Raw -680775.178523 + Penalty 2925.677766 = -677849.500757
  nChanged 4
		SP:Iteration 44Q (188996.690000 sec): 3 clusters
  Score: Raw -680775.691581 + Penalty 2925.677766 = -677850.013815
  nChanged 4
		SP:Iteration 45Q (188996.890000 sec): 3 clusters
  Score: Raw -680776.034978 + Penalty 2925.677766 = -677850.357212
  nChanged 3
		SP:Iteration 46Q (188997.080000 sec): 3 clusters
  Score: Raw -680776.469900 + Penalty 2925.677766 = -677850.792135
  nChanged 2
		SP:Iteration 47Q (188997.210000 sec): 3 clusters
  Score: Raw -680776.753167 + Penalty 2925.677766 = -677851.075401
  nChanged 3
		SP:Iteration 48Q (188997.400000 sec): 3 clusters
  Score: Raw -680777.068916 + Penalty 2925.677766 = -677851.391150
  nChanged 7
		SP:Iteration 49Q (188997.600000 sec): 3 clusters
  Score: Raw -680778.075993 + Penalty 2925.677766 = -677852.398227
  nChanged 6
		SP:Iteration 50Q (188997.790000 sec): 3 clusters
  Score: Raw -680778.995818 + Penalty 2925.677766 = -677853.318053
  nChanged 5
		SP:Iteration 51Q (188997.990000 sec): 3 clusters
  Score: Raw -680779.306340 + Penalty 2925.677766 = -677853.628574
  nChanged 1
		SP:Iteration 52Q (188998.190000 sec): 3 clusters
  Score: Raw -680779.384736 + Penalty 2925.677766 = -677853.706970
  nChanged 1
		SP:Iteration 53Q (188998.380000 sec): 3 clusters
  Score: Raw -680779.429501 + Penalty 2925.677766 = -677853.751735
  nChanged 1
		SP:Iteration 54Q (188998.580000 sec): 3 clusters
  Score: Raw -680779.647449 + Penalty 2925.677766 = -677853.969683
  nChanged 2
		SP:Iteration 55Q (188998.780000 sec): 3 clusters
  Score: Raw -680780.201990 + Penalty 2925.677766 = -677854.524224
  nChanged 2
		SP:Iteration 56Q (188998.980000 sec): 3 clusters
  Score: Raw -680780.421915 + Penalty 2925.677766 = -677854.744149
  nChanged 1
		SP:Iteration 57Q (188999.170000 sec): 3 clusters
  Score: Raw -680780.509569 + Penalty 2925.677766 = -677854.831803
  nChanged 1
		SP:Iteration 58Q (188999.370000 sec): 3 clusters
  Score: Raw -680780.667697 + Penalty 2925.677766 = -677854.989931
  nChanged 4
		SP:Iteration 59Q (188999.570000 sec): 3 clusters
  Score: Raw -680781.120570 + Penalty 2925.677766 = -677855.442805
  nChanged 3
		SP:Iteration 60F (188999.760000 sec): 3 clusters
  Score: Raw -680781.386283 + Penalty 2925.677766 = -677855.708517
  nChanged 2
		SP:Iteration 61Q (188999.900000 sec): 3 clusters
  Score: Raw -680781.719838 + Penalty 2925.677766 = -677856.042072
  nChanged 0
		SP:Iteration 62F (189000.080000 sec): 3 clusters
  Score: Raw -680781.719838 + Penalty 2925.677766 = -677856.042072
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (2493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189000.150000 sec): 2 clusters
  Score: Raw -201802.710177 + Penalty 1270.951839 = -200531.758339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189000.290000 sec): 3 clusters
  Score: Raw -200662.454395 + Penalty 2541.903677 = -198120.550718
  nChanged 933
		SP:Iteration 1F (189000.330000 sec): 3 clusters
  Score: Raw -201341.105111 + Penalty 2541.903677 = -198799.201434
  nChanged 247
		SP:Iteration 2F (189000.380000 sec): 3 clusters
  Score: Raw -201601.490523 + Penalty 2541.903677 = -199059.586846
  nChanged 187
		SP:Iteration 3F (189000.430000 sec): 3 clusters
  Score: Raw -201858.959774 + Penalty 2541.903677 = -199317.056097
  nChanged 167
		SP:Iteration 4F (189000.480000 sec): 3 clusters
  Score: Raw -202029.231464 + Penalty 2541.903677 = -199487.327787
  nChanged 134
		SP:Iteration 5F (189000.520000 sec): 3 clusters
  Score: Raw -202154.872635 + Penalty 2541.903677 = -199612.968958
  nChanged 101
		SP:Iteration 6Q (189000.580000 sec): 3 clusters
  Score: Raw -202241.993180 + Penalty 2541.903677 = -199700.089503
  nChanged 74
		SP:Iteration 7Q (189000.620000 sec): 3 clusters
  Score: Raw -202306.214287 + Penalty 2541.903677 = -199764.310609
  nChanged 64
		SP:Iteration 8Q (189000.670000 sec): 3 clusters
  Score: Raw -202361.994148 + Penalty 2541.903677 = -199820.090470
  nChanged 49
		SP:Iteration 9Q (189000.720000 sec): 3 clusters
  Score: Raw -202392.848322 + Penalty 2541.903677 = -199850.944645
  nChanged 44
		SP:Iteration 10Q (189000.770000 sec): 3 clusters
  Score: Raw -202423.406750 + Penalty 2541.903677 = -199881.503073
  nChanged 36
		SP:Iteration 11Q (189000.820000 sec): 3 clusters
  Score: Raw -202445.181757 + Penalty 2541.903677 = -199903.278080
  nChanged 23
		SP:Iteration 12Q (189000.870000 sec): 3 clusters
  Score: Raw -202455.240345 + Penalty 2541.903677 = -199913.336667
  nChanged 15
		SP:Iteration 13Q (189000.920000 sec): 3 clusters
  Score: Raw -202465.016537 + Penalty 2541.903677 = -199923.112860
  nChanged 15
		SP:Iteration 14Q (189000.960000 sec): 3 clusters
  Score: Raw -202475.923537 + Penalty 2541.903677 = -199934.019860
  nChanged 16
		SP:Iteration 15Q (189001.010000 sec): 3 clusters
  Score: Raw -202485.762455 + Penalty 2541.903677 = -199943.858778
  nChanged 16
		SP:Iteration 16Q (189001.060000 sec): 3 clusters
  Score: Raw -202493.846106 + Penalty 2541.903677 = -199951.942429
  nChanged 12
		SP:Iteration 17Q (189001.100000 sec): 3 clusters
  Score: Raw -202498.809440 + Penalty 2541.903677 = -199956.905763
  nChanged 8
		SP:Iteration 18Q (189001.150000 sec): 3 clusters
  Score: Raw -202502.314931 + Penalty 2541.903677 = -199960.411254
  nChanged 8
		SP:Iteration 19Q (189001.200000 sec): 3 clusters
  Score: Raw -202505.976531 + Penalty 2541.903677 = -199964.072854
  nChanged 2
		SP:Iteration 20F (189001.250000 sec): 3 clusters
  Score: Raw -202507.361861 + Penalty 2541.903677 = -199965.458184
  nChanged 4
		SP:Iteration 21Q (189001.300000 sec): 3 clusters
  Score: Raw -202510.191025 + Penalty 2541.903677 = -199968.287348
  nChanged 4
		SP:Iteration 22Q (189001.340000 sec): 3 clusters
  Score: Raw -202512.582002 + Penalty 2541.903677 = -199970.678325
  nChanged 5
		SP:Iteration 23Q (189001.390000 sec): 3 clusters
  Score: Raw -202515.246379 + Penalty 2541.903677 = -199973.342702
  nChanged 3
		SP:Iteration 24Q (189001.440000 sec): 3 clusters
  Score: Raw -202516.515741 + Penalty 2541.903677 = -199974.612064
  nChanged 1
		SP:Iteration 25Q (189001.490000 sec): 3 clusters
  Score: Raw -202516.725701 + Penalty 2541.903677 = -199974.822024
  nChanged 0
		SP:Iteration 26F (189001.540000 sec): 3 clusters
  Score: Raw -202516.725701 + Penalty 2541.903677 = -199974.822024
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (3190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189001.610000 sec): 2 clusters
  Score: Raw -275612.745172 + Penalty 1311.013632 = -274301.731540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189001.680000 sec): 3 clusters
  Score: Raw -274067.435738 + Penalty 2622.027264 = -271445.408475
  nChanged 1224
		SP:Iteration 1F (189001.740000 sec): 3 clusters
  Score: Raw -274826.474661 + Penalty 2622.027264 = -272204.447397
  nChanged 328
		SP:Iteration 2F (189001.920000 sec): 3 clusters
  Score: Raw -275134.495702 + Penalty 2622.027264 = -272512.468438
  nChanged 267
		SP:Iteration 3F (189001.990000 sec): 3 clusters
  Score: Raw -275476.448787 + Penalty 2622.027264 = -272854.421524
  nChanged 243
		SP:Iteration 4F (189002.050000 sec): 3 clusters
  Score: Raw -275770.194144 + Penalty 2622.027264 = -273148.166881
  nChanged 199
		SP:Iteration 5F (189002.110000 sec): 3 clusters
  Score: Raw -275956.319770 + Penalty 2622.027264 = -273334.292506
  nChanged 134
		SP:Iteration 6Q (189002.170000 sec): 3 clusters
  Score: Raw -276066.950710 + Penalty 2622.027264 = -273444.923446
  nChanged 93
		SP:Iteration 7Q (189002.230000 sec): 3 clusters
  Score: Raw -276134.622593 + Penalty 2622.027264 = -273512.595329
  nChanged 74
		SP:Iteration 8Q (189002.290000 sec): 3 clusters
  Score: Raw -276186.780053 + Penalty 2622.027264 = -273564.752790
  nChanged 61
		SP:Iteration 9Q (189002.350000 sec): 3 clusters
  Score: Raw -276229.869967 + Penalty 2622.027264 = -273607.842703
  nChanged 48
		SP:Iteration 10Q (189002.400000 sec): 3 clusters
  Score: Raw -276262.609937 + Penalty 2622.027264 = -273640.582673
  nChanged 52
		SP:Iteration 11Q (189002.460000 sec): 3 clusters
  Score: Raw -276294.803038 + Penalty 2622.027264 = -273672.775775
  nChanged 38
		SP:Iteration 12Q (189002.520000 sec): 3 clusters
  Score: Raw -276311.874626 + Penalty 2622.027264 = -273689.847362
  nChanged 27
		SP:Iteration 13Q (189002.580000 sec): 3 clusters
  Score: Raw -276325.605325 + Penalty 2622.027264 = -273703.578061
  nChanged 19
		SP:Iteration 14Q (189002.640000 sec): 3 clusters
  Score: Raw -276336.880796 + Penalty 2622.027264 = -273714.853533
  nChanged 28
		SP:Iteration 15Q (189002.700000 sec): 3 clusters
  Score: Raw -276350.730665 + Penalty 2622.027264 = -273728.703401
  nChanged 15
		SP:Iteration 16Q (189002.760000 sec): 3 clusters
  Score: Raw -276357.662404 + Penalty 2622.027264 = -273735.635140
  nChanged 17
		SP:Iteration 17Q (189002.820000 sec): 3 clusters
  Score: Raw -276369.087895 + Penalty 2622.027264 = -273747.060632
  nChanged 15
		SP:Iteration 18Q (189002.880000 sec): 3 clusters
  Score: Raw -276375.402196 + Penalty 2622.027264 = -273753.374932
  nChanged 18
		SP:Iteration 19Q (189002.940000 sec): 3 clusters
  Score: Raw -276383.939339 + Penalty 2622.027264 = -273761.912076
  nChanged 13
		SP:Iteration 20F (189003.000000 sec): 3 clusters
  Score: Raw -276389.984936 + Penalty 2622.027264 = -273767.957672
  nChanged 9
		SP:Iteration 21Q (189003.060000 sec): 3 clusters
  Score: Raw -276392.019354 + Penalty 2622.027264 = -273769.992090
  nChanged 5
		SP:Iteration 22Q (189003.120000 sec): 3 clusters
  Score: Raw -276394.243152 + Penalty 2622.027264 = -273772.215888
  nChanged 14
		SP:Iteration 23Q (189003.220000 sec): 3 clusters
  Score: Raw -276401.109994 + Penalty 2622.027264 = -273779.082730
  nChanged 15
		SP:Iteration 24Q (189003.420000 sec): 3 clusters
  Score: Raw -276406.843242 + Penalty 2622.027264 = -273784.815978
  nChanged 16
		SP:Iteration 25Q (189003.570000 sec): 3 clusters
  Score: Raw -276413.220944 + Penalty 2622.027264 = -273791.193680
  nChanged 15
		SP:Iteration 26Q (189003.750000 sec): 3 clusters
  Score: Raw -276418.616671 + Penalty 2622.027264 = -273796.589407
  nChanged 9
		SP:Iteration 27Q (189003.930000 sec): 3 clusters
  Score: Raw -276422.684526 + Penalty 2622.027264 = -273800.657263
  nChanged 9
		SP:Iteration 28Q (189004.100000 sec): 3 clusters
  Score: Raw -276425.478578 + Penalty 2622.027264 = -273803.451315
  nChanged 7
		SP:Iteration 29Q (189004.280000 sec): 3 clusters
  Score: Raw -276430.082855 + Penalty 2622.027264 = -273808.055591
  nChanged 9
		SP:Iteration 30Q (189004.450000 sec): 3 clusters
  Score: Raw -276435.597375 + Penalty 2622.027264 = -273813.570112
  nChanged 13
		SP:Iteration 31Q (189004.630000 sec): 3 clusters
  Score: Raw -276440.985109 + Penalty 2622.027264 = -273818.957845
  nChanged 21
		SP:Iteration 32Q (189004.800000 sec): 3 clusters
  Score: Raw -276448.797211 + Penalty 2622.027264 = -273826.769948
  nChanged 20
		SP:Iteration 33Q (189004.980000 sec): 3 clusters
  Score: Raw -276457.030339 + Penalty 2622.027264 = -273835.003075
  nChanged 14
		SP:Iteration 34Q (189005.150000 sec): 3 clusters
  Score: Raw -276460.210221 + Penalty 2622.027264 = -273838.182958
  nChanged 7
		SP:Iteration 35Q (189005.330000 sec): 3 clusters
  Score: Raw -276462.026659 + Penalty 2622.027264 = -273839.999395
  nChanged 2
		SP:Iteration 36Q (189005.520000 sec): 3 clusters
  Score: Raw -276462.293810 + Penalty 2622.027264 = -273840.266547
  nChanged 3
		SP:Iteration 37Q (189005.650000 sec): 3 clusters
  Score: Raw -276462.634795 + Penalty 2622.027264 = -273840.607531
  nChanged 1
		SP:Iteration 38Q (189005.810000 sec): 3 clusters
  Score: Raw -276462.852801 + Penalty 2622.027264 = -273840.825538
  nChanged 2
		SP:Iteration 39Q (189005.980000 sec): 3 clusters
  Score: Raw -276463.297834 + Penalty 2622.027264 = -273841.270570
  nChanged 2
		SP:Iteration 40F (189006.150000 sec): 3 clusters
  Score: Raw -276463.757899 + Penalty 2622.027264 = -273841.730636
  nChanged 2
		SP:Iteration 41Q (189006.330000 sec): 3 clusters
  Score: Raw -276464.264655 + Penalty 2622.027264 = -273842.237392
  nChanged 3
		SP:Iteration 42Q (189006.510000 sec): 3 clusters
  Score: Raw -276464.757544 + Penalty 2622.027264 = -273842.730280
  nChanged 0
		SP:Iteration 43F (189006.680000 sec): 3 clusters
  Score: Raw -276464.757544 + Penalty 2622.027264 = -273842.730280
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (9146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189006.800000 sec): 2 clusters
  Score: Raw -700671.717457 + Penalty 1482.174184 = -699189.543273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189007.000000 sec): 3 clusters
  Score: Raw -695562.887748 + Penalty 2964.348369 = -692598.539379
  nChanged 3929
		SP:Iteration 1F (189007.190000 sec): 3 clusters
  Score: Raw -698009.854242 + Penalty 2964.348369 = -695045.505873
  nChanged 737
		SP:Iteration 2F (189007.380000 sec): 3 clusters
  Score: Raw -698528.882426 + Penalty 2964.348369 = -695564.534057
  nChanged 653
		SP:Iteration 3F (189007.570000 sec): 3 clusters
  Score: Raw -699018.880525 + Penalty 2964.348369 = -696054.532156
  nChanged 614
		SP:Iteration 4F (189007.770000 sec): 3 clusters
  Score: Raw -699456.943919 + Penalty 2964.348369 = -696492.595551
  nChanged 522
		SP:Iteration 5F (189007.960000 sec): 3 clusters
  Score: Raw -699788.168168 + Penalty 2964.348369 = -696823.819799
  nChanged 420
		SP:Iteration 6Q (189008.150000 sec): 3 clusters
  Score: Raw -700052.836894 + Penalty 2964.348369 = -697088.488525
  nChanged 377
		SP:Iteration 7Q (189008.340000 sec): 3 clusters
  Score: Raw -700261.810177 + Penalty 2964.348369 = -697297.461808
  nChanged 298
		SP:Iteration 8Q (189008.540000 sec): 3 clusters
  Score: Raw -700404.324314 + Penalty 2964.348369 = -697439.975946
  nChanged 239
		SP:Iteration 9Q (189008.730000 sec): 3 clusters
  Score: Raw -700517.520599 + Penalty 2964.348369 = -697553.172231
  nChanged 217
		SP:Iteration 10Q (189008.960000 sec): 3 clusters
  Score: Raw -700610.200826 + Penalty 2964.348369 = -697645.852457
  nChanged 182
		SP:Iteration 11Q (189009.180000 sec): 3 clusters
  Score: Raw -700684.529533 + Penalty 2964.348369 = -697720.181164
  nChanged 179
		SP:Iteration 12Q (189009.350000 sec): 3 clusters
  Score: Raw -700757.732336 + Penalty 2964.348369 = -697793.383967
  nChanged 163
		SP:Iteration 13Q (189009.530000 sec): 3 clusters
  Score: Raw -700825.410800 + Penalty 2964.348369 = -697861.062431
  nChanged 144
		SP:Iteration 14Q (189009.710000 sec): 3 clusters
  Score: Raw -700894.109148 + Penalty 2964.348369 = -697929.760779
  nChanged 131
		SP:Iteration 15Q (189009.900000 sec): 3 clusters
  Score: Raw -700948.262978 + Penalty 2964.348369 = -697983.914609
  nChanged 117
		SP:Iteration 16Q (189010.170000 sec): 3 clusters
  Score: Raw -700991.973218 + Penalty 2964.348369 = -698027.624849
  nChanged 111
		SP:Iteration 17Q (189010.370000 sec): 3 clusters
  Score: Raw -701022.853102 + Penalty 2964.348369 = -698058.504733
  nChanged 82
		SP:Iteration 18Q (189010.600000 sec): 3 clusters
  Score: Raw -701044.366424 + Penalty 2964.348369 = -698080.018055
  nChanged 70
		SP:Iteration 19Q (189010.830000 sec): 3 clusters
  Score: Raw -701063.987306 + Penalty 2964.348369 = -698099.638937
  nChanged 71
		SP:Iteration 20F (189011.060000 sec): 3 clusters
  Score: Raw -701083.224987 + Penalty 2964.348369 = -698118.876618
  nChanged 67
		SP:Iteration 21Q (189011.290000 sec): 3 clusters
  Score: Raw -701100.075130 + Penalty 2964.348369 = -698135.726761
  nChanged 60
		SP:Iteration 22Q (189011.510000 sec): 3 clusters
  Score: Raw -701115.038122 + Penalty 2964.348369 = -698150.689753
  nChanged 62
		SP:Iteration 23Q (189011.700000 sec): 3 clusters
  Score: Raw -701130.076946 + Penalty 2964.348369 = -698165.728577
  nChanged 50
		SP:Iteration 24Q (189011.890000 sec): 3 clusters
  Score: Raw -701139.826471 + Penalty 2964.348369 = -698175.478102
  nChanged 42
		SP:Iteration 25Q (189012.130000 sec): 3 clusters
  Score: Raw -701148.976846 + Penalty 2964.348369 = -698184.628477
  nChanged 41
		SP:Iteration 26Q (189012.310000 sec): 3 clusters
  Score: Raw -701157.327018 + Penalty 2964.348369 = -698192.978649
  nChanged 33
		SP:Iteration 27Q (189012.500000 sec): 3 clusters
  Score: Raw -701162.383592 + Penalty 2964.348369 = -698198.035223
  nChanged 31
		SP:Iteration 28Q (189012.640000 sec): 3 clusters
  Score: Raw -701167.331011 + Penalty 2964.348369 = -698202.982642
  nChanged 21
		SP:Iteration 29Q (189012.870000 sec): 3 clusters
  Score: Raw -701171.635275 + Penalty 2964.348369 = -698207.286906
  nChanged 32
		SP:Iteration 30Q (189013.050000 sec): 3 clusters
  Score: Raw -701177.234935 + Penalty 2964.348369 = -698212.886566
  nChanged 25
		SP:Iteration 31Q (189013.240000 sec): 3 clusters
  Score: Raw -701181.646687 + Penalty 2964.348369 = -698217.298318
  nChanged 30
		SP:Iteration 32Q (189013.480000 sec): 3 clusters
  Score: Raw -701186.656940 + Penalty 2964.348369 = -698222.308571
  nChanged 32
		SP:Iteration 33Q (189013.620000 sec): 3 clusters
  Score: Raw -701194.175979 + Penalty 2964.348369 = -698229.827610
  nChanged 35
		SP:Iteration 34Q (189013.750000 sec): 3 clusters
  Score: Raw -701200.015613 + Penalty 2964.348369 = -698235.667244
  nChanged 35
		SP:Iteration 35Q (189013.980000 sec): 3 clusters
  Score: Raw -701206.268904 + Penalty 2964.348369 = -698241.920535
  nChanged 24
		SP:Iteration 36Q (189014.180000 sec): 3 clusters
  Score: Raw -701210.334920 + Penalty 2964.348369 = -698245.986551
  nChanged 20
		SP:Iteration 37Q (189014.380000 sec): 3 clusters
  Score: Raw -701214.102085 + Penalty 2964.348369 = -698249.753716
  nChanged 15
		SP:Iteration 38Q (189014.580000 sec): 3 clusters
  Score: Raw -701216.463990 + Penalty 2964.348369 = -698252.115621
  nChanged 17
		SP:Iteration 39Q (189014.820000 sec): 3 clusters
  Score: Raw -701218.658119 + Penalty 2964.348369 = -698254.309751
  nChanged 15
		SP:Iteration 40F (189015.010000 sec): 3 clusters
  Score: Raw -701220.542355 + Penalty 2964.348369 = -698256.193986
  nChanged 10
		SP:Iteration 41Q (189015.210000 sec): 3 clusters
  Score: Raw -701222.061035 + Penalty 2964.348369 = -698257.712666
  nChanged 10
		SP:Iteration 42Q (189015.390000 sec): 3 clusters
  Score: Raw -701223.733890 + Penalty 2964.348369 = -698259.385521
  nChanged 13
		SP:Iteration 43Q (189015.590000 sec): 3 clusters
  Score: Raw -701225.588807 + Penalty 2964.348369 = -698261.240439
  nChanged 15
		SP:Iteration 44Q (189015.780000 sec): 3 clusters
  Score: Raw -701227.271550 + Penalty 2964.348369 = -698262.923181
  nChanged 9
		SP:Iteration 45Q (189015.970000 sec): 3 clusters
  Score: Raw -701228.191305 + Penalty 2964.348369 = -698263.842936
  nChanged 4
		SP:Iteration 46Q (189016.160000 sec): 3 clusters
  Score: Raw -701229.231294 + Penalty 2964.348369 = -698264.882925
  nChanged 7
		SP:Iteration 47Q (189016.400000 sec): 3 clusters
  Score: Raw -701230.159982 + Penalty 2964.348369 = -698265.811613
  nChanged 7
		SP:Iteration 48Q (189016.590000 sec): 3 clusters
  Score: Raw -701230.886664 + Penalty 2964.348369 = -698266.538295
  nChanged 5
		SP:Iteration 49Q (189016.780000 sec): 3 clusters
  Score: Raw -701231.301973 + Penalty 2964.348369 = -698266.953604
  nChanged 4
		SP:Iteration 50Q (189017.010000 sec): 3 clusters
  Score: Raw -701231.697184 + Penalty 2964.348369 = -698267.348815
  nChanged 5
		SP:Iteration 51Q (189017.200000 sec): 3 clusters
  Score: Raw -701232.054781 + Penalty 2964.348369 = -698267.706412
  nChanged 3
		SP:Iteration 52Q (189017.400000 sec): 3 clusters
  Score: Raw -701232.410564 + Penalty 2964.348369 = -698268.062195
  nChanged 4
		SP:Iteration 53Q (189017.590000 sec): 3 clusters
  Score: Raw -701232.839458 + Penalty 2964.348369 = -698268.491090
  nChanged 5
		SP:Iteration 54Q (189017.780000 sec): 3 clusters
  Score: Raw -701233.565079 + Penalty 2964.348369 = -698269.216711
  nChanged 5
		SP:Iteration 55Q (189017.970000 sec): 3 clusters
  Score: Raw -701234.775335 + Penalty 2964.348369 = -698270.426966
  nChanged 14
		SP:Iteration 56Q (189018.170000 sec): 3 clusters
  Score: Raw -701236.476596 + Penalty 2964.348369 = -698272.128227
  nChanged 9
		SP:Iteration 57Q (189018.360000 sec): 3 clusters
  Score: Raw -701237.632656 + Penalty 2964.348369 = -698273.284287
  nChanged 9
		SP:Iteration 58Q (189018.550000 sec): 3 clusters
  Score: Raw -701239.176311 + Penalty 2964.348369 = -698274.827942
  nChanged 10
		SP:Iteration 59Q (189018.740000 sec): 3 clusters
  Score: Raw -701240.267400 + Penalty 2964.348369 = -698275.919031
  nChanged 4
		SP:Iteration 60F (189018.930000 sec): 3 clusters
  Score: Raw -701240.947493 + Penalty 2964.348369 = -698276.599124
  nChanged 3
		SP:Iteration 61Q (189019.120000 sec): 3 clusters
  Score: Raw -701241.118214 + Penalty 2964.348369 = -698276.769846
  nChanged 2
		SP:Iteration 62Q (189019.260000 sec): 3 clusters
  Score: Raw -701241.412041 + Penalty 2964.348369 = -698277.063672
  nChanged 2
		SP:Iteration 63Q (189019.400000 sec): 3 clusters
  Score: Raw -701241.569174 + Penalty 2964.348369 = -698277.220805
  nChanged 1
		SP:Iteration 64Q (189019.620000 sec): 3 clusters
  Score: Raw -701241.595227 + Penalty 2964.348369 = -698277.246858
  nChanged 0
		SP:Iteration 65F (189019.810000 sec): 3 clusters
  Score: Raw -701241.595227 + Penalty 2964.348369 = -698277.246858
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (6205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189019.920000 sec): 2 clusters
  Score: Raw -519921.154140 + Penalty 1419.130488 = -518502.023651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189020.130000 sec): 3 clusters
  Score: Raw -516639.991564 + Penalty 2838.260977 = -513801.730588
  nChanged 2558
		SP:Iteration 1F (189020.310000 sec): 3 clusters
  Score: Raw -518124.478184 + Penalty 2838.260977 = -515286.217207
  nChanged 464
		SP:Iteration 2F (189020.480000 sec): 3 clusters
  Score: Raw -518400.291464 + Penalty 2838.260977 = -515562.030487
  nChanged 378
		SP:Iteration 3F (189020.620000 sec): 3 clusters
  Score: Raw -518599.128474 + Penalty 2838.260977 = -515760.867498
  nChanged 274
		SP:Iteration 4Q (189020.790000 sec): 3 clusters
  Score: Raw -518723.414439 + Penalty 2838.260977 = -515885.153462
  nChanged 220
		SP:Iteration 5Q (189020.960000 sec): 3 clusters
  Score: Raw -518824.381690 + Penalty 2838.260977 = -515986.120713
  nChanged 206
		SP:Iteration 6Q (189021.160000 sec): 3 clusters
  Score: Raw -518913.843528 + Penalty 2838.260977 = -516075.582552
  nChanged 183
		SP:Iteration 7Q (189021.330000 sec): 3 clusters
  Score: Raw -519010.023389 + Penalty 2838.260977 = -516171.762413
  nChanged 194
		SP:Iteration 8Q (189021.500000 sec): 3 clusters
  Score: Raw -519110.704307 + Penalty 2838.260977 = -516272.443330
  nChanged 171
		SP:Iteration 9Q (189021.660000 sec): 3 clusters
  Score: Raw -519187.282959 + Penalty 2838.260977 = -516349.021983
  nChanged 161
		SP:Iteration 10Q (189021.880000 sec): 3 clusters
  Score: Raw -519254.792765 + Penalty 2838.260977 = -516416.531788
  nChanged 138
		SP:Iteration 11Q (189022.100000 sec): 3 clusters
  Score: Raw -519309.552518 + Penalty 2838.260977 = -516471.291541
  nChanged 125
		SP:Iteration 12Q (189022.290000 sec): 3 clusters
  Score: Raw -519357.114755 + Penalty 2838.260977 = -516518.853778
  nChanged 101
		SP:Iteration 13Q (189022.480000 sec): 3 clusters
  Score: Raw -519410.041285 + Penalty 2838.260977 = -516571.780308
  nChanged 115
		SP:Iteration 14Q (189022.630000 sec): 3 clusters
  Score: Raw -519472.378152 + Penalty 2838.260977 = -516634.117175
  nChanged 117
		SP:Iteration 15Q (189022.830000 sec): 3 clusters
  Score: Raw -519530.235539 + Penalty 2838.260977 = -516691.974562
  nChanged 119
		SP:Iteration 16Q (189023.040000 sec): 3 clusters
  Score: Raw -519594.674429 + Penalty 2838.260977 = -516756.413453
  nChanged 133
		SP:Iteration 17Q (189023.200000 sec): 3 clusters
  Score: Raw -519666.933454 + Penalty 2838.260977 = -516828.672477
  nChanged 114
		SP:Iteration 18Q (189023.360000 sec): 3 clusters
  Score: Raw -519717.790017 + Penalty 2838.260977 = -516879.529040
  nChanged 89
		SP:Iteration 19Q (189023.530000 sec): 3 clusters
  Score: Raw -519756.404754 + Penalty 2838.260977 = -516918.143778
  nChanged 83
		SP:Iteration 20F (189023.700000 sec): 3 clusters
  Score: Raw -519788.655700 + Penalty 2838.260977 = -516950.394723
  nChanged 72
		SP:Iteration 21Q (189023.860000 sec): 3 clusters
  Score: Raw -519819.371241 + Penalty 2838.260977 = -516981.110264
  nChanged 69
		SP:Iteration 22Q (189024.030000 sec): 3 clusters
  Score: Raw -519844.098860 + Penalty 2838.260977 = -517005.837884
  nChanged 52
		SP:Iteration 23Q (189024.190000 sec): 3 clusters
  Score: Raw -519862.255704 + Penalty 2838.260977 = -517023.994727
  nChanged 50
		SP:Iteration 24Q (189024.360000 sec): 3 clusters
  Score: Raw -519877.704437 + Penalty 2838.260977 = -517039.443460
  nChanged 41
		SP:Iteration 25Q (189024.570000 sec): 3 clusters
  Score: Raw -519892.163805 + Penalty 2838.260977 = -517053.902829
  nChanged 52
		SP:Iteration 26Q (189024.740000 sec): 3 clusters
  Score: Raw -519913.156384 + Penalty 2838.260977 = -517074.895407
  nChanged 53
		SP:Iteration 27Q (189024.920000 sec): 3 clusters
  Score: Raw -519937.197585 + Penalty 2838.260977 = -517098.936608
  nChanged 57
		SP:Iteration 28Q (189025.100000 sec): 3 clusters
  Score: Raw -519960.397944 + Penalty 2838.260977 = -517122.136967
  nChanged 46
		SP:Iteration 29Q (189025.260000 sec): 3 clusters
  Score: Raw -519982.036671 + Penalty 2838.260977 = -517143.775695
  nChanged 51
		SP:Iteration 30Q (189025.430000 sec): 3 clusters
  Score: Raw -520004.727632 + Penalty 2838.260977 = -517166.466655
  nChanged 51
		SP:Iteration 31Q (189025.590000 sec): 3 clusters
  Score: Raw -520025.888145 + Penalty 2838.260977 = -517187.627168
  nChanged 50
		SP:Iteration 32Q (189025.760000 sec): 3 clusters
  Score: Raw -520042.070339 + Penalty 2838.260977 = -517203.809362
  nChanged 42
		SP:Iteration 33Q (189025.920000 sec): 3 clusters
  Score: Raw -520056.338472 + Penalty 2838.260977 = -517218.077495
  nChanged 34
		SP:Iteration 34Q (189026.090000 sec): 3 clusters
  Score: Raw -520067.090176 + Penalty 2838.260977 = -517228.829199
  nChanged 39
		SP:Iteration 35Q (189026.250000 sec): 3 clusters
  Score: Raw -520082.102395 + Penalty 2838.260977 = -517243.841418
  nChanged 47
		SP:Iteration 36Q (189026.420000 sec): 3 clusters
  Score: Raw -520102.324435 + Penalty 2838.260977 = -517264.063458
  nChanged 50
		SP:Iteration 37Q (189026.580000 sec): 3 clusters
  Score: Raw -520128.215376 + Penalty 2838.260977 = -517289.954399
  nChanged 53
		SP:Iteration 38Q (189026.750000 sec): 3 clusters
  Score: Raw -520153.095644 + Penalty 2838.260977 = -517314.834667
  nChanged 54
		SP:Iteration 39Q (189026.910000 sec): 3 clusters
  Score: Raw -520180.760204 + Penalty 2838.260977 = -517342.499227
  nChanged 52
		SP:Iteration 40F (189027.080000 sec): 3 clusters
  Score: Raw -520206.671636 + Penalty 2838.260977 = -517368.410659
  nChanged 51
		SP:Iteration 41Q (189027.240000 sec): 3 clusters
  Score: Raw -520232.565255 + Penalty 2838.260977 = -517394.304279
  nChanged 39
		SP:Iteration 42Q (189027.410000 sec): 3 clusters
  Score: Raw -520254.666749 + Penalty 2838.260977 = -517416.405772
  nChanged 46
		SP:Iteration 43Q (189027.620000 sec): 3 clusters
  Score: Raw -520279.498741 + Penalty 2838.260977 = -517441.237764
  nChanged 49
		SP:Iteration 44Q (189027.830000 sec): 3 clusters
  Score: Raw -520306.259878 + Penalty 2838.260977 = -517467.998901
  nChanged 44
		SP:Iteration 45Q (189028.000000 sec): 3 clusters
  Score: Raw -520328.149935 + Penalty 2838.260977 = -517489.888958
  nChanged 39
		SP:Iteration 46Q (189028.170000 sec): 3 clusters
  Score: Raw -520358.166333 + Penalty 2838.260977 = -517519.905356
  nChanged 43
		SP:Iteration 47Q (189028.360000 sec): 3 clusters
  Score: Raw -520383.583374 + Penalty 2838.260977 = -517545.322397
  nChanged 37
		SP:Iteration 48Q (189028.530000 sec): 3 clusters
  Score: Raw -520402.543378 + Penalty 2838.260977 = -517564.282401
  nChanged 22
		SP:Iteration 49Q (189028.690000 sec): 3 clusters
  Score: Raw -520415.528069 + Penalty 2838.260977 = -517577.267092
  nChanged 25
		SP:Iteration 50Q (189028.860000 sec): 3 clusters
  Score: Raw -520431.493829 + Penalty 2838.260977 = -517593.232852
  nChanged 27
		SP:Iteration 51Q (189029.020000 sec): 3 clusters
  Score: Raw -520456.400450 + Penalty 2838.260977 = -517618.139473
  nChanged 27
		SP:Iteration 52Q (189029.180000 sec): 3 clusters
  Score: Raw -520483.875327 + Penalty 2838.260977 = -517645.614350
  nChanged 35
		SP:Iteration 53Q (189029.350000 sec): 3 clusters
  Score: Raw -520509.239223 + Penalty 2838.260977 = -517670.978246
  nChanged 22
		SP:Iteration 54Q (189029.510000 sec): 3 clusters
  Score: Raw -520522.869582 + Penalty 2838.260977 = -517684.608606
  nChanged 17
		SP:Iteration 55Q (189029.680000 sec): 3 clusters
  Score: Raw -520532.908734 + Penalty 2838.260977 = -517694.647757
  nChanged 14
		SP:Iteration 56Q (189029.840000 sec): 3 clusters
  Score: Raw -520542.243286 + Penalty 2838.260977 = -517703.982309
  nChanged 14
		SP:Iteration 57Q (189030.050000 sec): 3 clusters
  Score: Raw -520550.164324 + Penalty 2838.260977 = -517711.903347
  nChanged 12
		SP:Iteration 58Q (189030.220000 sec): 3 clusters
  Score: Raw -520556.551464 + Penalty 2838.260977 = -517718.290487
  nChanged 8
		SP:Iteration 59Q (189030.380000 sec): 3 clusters
  Score: Raw -520561.598347 + Penalty 2838.260977 = -517723.337370
  nChanged 15
		SP:Iteration 60F (189030.550000 sec): 3 clusters
  Score: Raw -520569.202601 + Penalty 2838.260977 = -517730.941624
  nChanged 15
		SP:Iteration 61Q (189030.720000 sec): 3 clusters
  Score: Raw -520577.532490 + Penalty 2838.260977 = -517739.271514
  nChanged 16
		SP:Iteration 62Q (189030.880000 sec): 3 clusters
  Score: Raw -520590.531180 + Penalty 2838.260977 = -517752.270203
  nChanged 17
		SP:Iteration 63Q (189031.050000 sec): 3 clusters
  Score: Raw -520607.919826 + Penalty 2838.260977 = -517769.658850
  nChanged 16
		SP:Iteration 64Q (189031.210000 sec): 3 clusters
  Score: Raw -520623.654280 + Penalty 2838.260977 = -517785.393303
  nChanged 9
		SP:Iteration 65Q (189031.380000 sec): 3 clusters
  Score: Raw -520634.178960 + Penalty 2838.260977 = -517795.917983
  nChanged 14
		SP:Iteration 66Q (189031.540000 sec): 3 clusters
  Score: Raw -520647.853177 + Penalty 2838.260977 = -517809.592200
  nChanged 15
		SP:Iteration 67Q (189031.710000 sec): 3 clusters
  Score: Raw -520669.446211 + Penalty 2838.260977 = -517831.185235
  nChanged 17
		SP:Iteration 68Q (189031.920000 sec): 3 clusters
  Score: Raw -520685.525039 + Penalty 2838.260977 = -517847.264062
  nChanged 13
		SP:Iteration 69Q (189032.130000 sec): 3 clusters
  Score: Raw -520698.808241 + Penalty 2838.260977 = -517860.547264
  nChanged 12
		SP:Iteration 70Q (189032.320000 sec): 3 clusters
  Score: Raw -520708.205687 + Penalty 2838.260977 = -517869.944710
  nChanged 8
		SP:Iteration 71Q (189032.530000 sec): 3 clusters
  Score: Raw -520712.371879 + Penalty 2838.260977 = -517874.110902
  nChanged 3
		SP:Iteration 72Q (189032.700000 sec): 3 clusters
  Score: Raw -520714.772432 + Penalty 2838.260977 = -517876.511455
  nChanged 5
		SP:Iteration 73Q (189032.890000 sec): 3 clusters
  Score: Raw -520718.604060 + Penalty 2838.260977 = -517880.343083
  nChanged 7
		SP:Iteration 74Q (189033.060000 sec): 3 clusters
  Score: Raw -520724.600998 + Penalty 2838.260977 = -517886.340021
  nChanged 11
		SP:Iteration 75Q (189033.220000 sec): 3 clusters
  Score: Raw -520730.560024 + Penalty 2838.260977 = -517892.299047
  nChanged 4
		SP:Iteration 76Q (189033.390000 sec): 3 clusters
  Score: Raw -520732.972031 + Penalty 2838.260977 = -517894.711055
  nChanged 2
		SP:Iteration 77Q (189033.550000 sec): 3 clusters
  Score: Raw -520735.070846 + Penalty 2838.260977 = -517896.809869
  nChanged 3
		SP:Iteration 78Q (189033.720000 sec): 3 clusters
  Score: Raw -520736.108388 + Penalty 2838.260977 = -517897.847411
  nChanged 3
		SP:Iteration 79Q (189033.880000 sec): 3 clusters
  Score: Raw -520738.476860 + Penalty 2838.260977 = -517900.215884
  nChanged 1
		SP:Iteration 80F (189034.050000 sec): 3 clusters
  Score: Raw -520739.318066 + Penalty 2838.260977 = -517901.057090
  nChanged 1
		SP:Iteration 81Q (189034.220000 sec): 3 clusters
  Score: Raw -520739.663347 + Penalty 2838.260977 = -517901.402371
  nChanged 1
		SP:Iteration 82Q (189034.380000 sec): 3 clusters
  Score: Raw -520739.935044 + Penalty 2838.260977 = -517901.674068
  nChanged 0
		SP:Iteration 83F (189034.550000 sec): 3 clusters
  Score: Raw -520739.935044 + Penalty 2838.260977 = -517901.674068
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (7666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189034.640000 sec): 2 clusters
  Score: Raw -634200.145284 + Penalty 1453.489415 = -632746.655869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189034.850000 sec): 3 clusters
  Score: Raw -630033.456395 + Penalty 2906.978830 = -627126.477565
  nChanged 3237
		SP:Iteration 1F (189035.050000 sec): 3 clusters
  Score: Raw -632234.708051 + Penalty 2906.978830 = -629327.729221
  nChanged 762
		SP:Iteration 2F (189035.250000 sec): 3 clusters
  Score: Raw -632902.651212 + Penalty 2906.978830 = -629995.672382
  nChanged 640
		SP:Iteration 3F (189035.450000 sec): 3 clusters
  Score: Raw -633418.369421 + Penalty 2906.978830 = -630511.390591
  nChanged 486
		SP:Iteration 4F (189035.650000 sec): 3 clusters
  Score: Raw -633756.942923 + Penalty 2906.978830 = -630849.964093
  nChanged 362
		SP:Iteration 5Q (189035.830000 sec): 3 clusters
  Score: Raw -633971.944988 + Penalty 2906.978830 = -631064.966159
  nChanged 272
		SP:Iteration 6Q (189036.030000 sec): 3 clusters
  Score: Raw -634106.141993 + Penalty 2906.978830 = -631199.163163
  nChanged 196
		SP:Iteration 7Q (189036.160000 sec): 3 clusters
  Score: Raw -634185.930797 + Penalty 2906.978830 = -631278.951967
  nChanged 156
		SP:Iteration 8Q (189036.280000 sec): 3 clusters
  Score: Raw -634239.258817 + Penalty 2906.978830 = -631332.279987
  nChanged 128
		SP:Iteration 9Q (189036.470000 sec): 3 clusters
  Score: Raw -634278.259283 + Penalty 2906.978830 = -631371.280453
  nChanged 110
		SP:Iteration 10Q (189036.670000 sec): 3 clusters
  Score: Raw -634317.682829 + Penalty 2906.978830 = -631410.703999
  nChanged 107
		SP:Iteration 11Q (189036.870000 sec): 3 clusters
  Score: Raw -634349.552018 + Penalty 2906.978830 = -631442.573188
  nChanged 87
		SP:Iteration 12Q (189037.060000 sec): 3 clusters
  Score: Raw -634373.605267 + Penalty 2906.978830 = -631466.626437
  nChanged 78
		SP:Iteration 13Q (189037.260000 sec): 3 clusters
  Score: Raw -634392.190944 + Penalty 2906.978830 = -631485.212114
  nChanged 66
		SP:Iteration 14Q (189037.460000 sec): 3 clusters
  Score: Raw -634405.560265 + Penalty 2906.978830 = -631498.581435
  nChanged 54
		SP:Iteration 15Q (189037.660000 sec): 3 clusters
  Score: Raw -634418.411064 + Penalty 2906.978830 = -631511.432235
  nChanged 52
		SP:Iteration 16Q (189037.860000 sec): 3 clusters
  Score: Raw -634430.828881 + Penalty 2906.978830 = -631523.850051
  nChanged 67
		SP:Iteration 17Q (189038.060000 sec): 3 clusters
  Score: Raw -634447.874187 + Penalty 2906.978830 = -631540.895357
  nChanged 67
		SP:Iteration 18Q (189038.260000 sec): 3 clusters
  Score: Raw -634467.028683 + Penalty 2906.978830 = -631560.049853
  nChanged 66
		SP:Iteration 19Q (189038.460000 sec): 3 clusters
  Score: Raw -634487.475027 + Penalty 2906.978830 = -631580.496197
  nChanged 67
		SP:Iteration 20F (189038.660000 sec): 3 clusters
  Score: Raw -634506.222480 + Penalty 2906.978830 = -631599.243650
  nChanged 60
		SP:Iteration 21Q (189038.860000 sec): 3 clusters
  Score: Raw -634523.461925 + Penalty 2906.978830 = -631616.483095
  nChanged 65
		SP:Iteration 22Q (189039.060000 sec): 3 clusters
  Score: Raw -634543.908121 + Penalty 2906.978830 = -631636.929291
  nChanged 67
		SP:Iteration 23Q (189039.290000 sec): 3 clusters
  Score: Raw -634566.455962 + Penalty 2906.978830 = -631659.477132
  nChanged 66
		SP:Iteration 24Q (189039.500000 sec): 3 clusters
  Score: Raw -634586.272357 + Penalty 2906.978830 = -631679.293527
  nChanged 74
		SP:Iteration 25Q (189039.700000 sec): 3 clusters
  Score: Raw -634606.571812 + Penalty 2906.978830 = -631699.592982
  nChanged 73
		SP:Iteration 26Q (189039.900000 sec): 3 clusters
  Score: Raw -634625.866826 + Penalty 2906.978830 = -631718.887996
  nChanged 70
		SP:Iteration 27Q (189040.100000 sec): 3 clusters
  Score: Raw -634650.004168 + Penalty 2906.978830 = -631743.025338
  nChanged 75
		SP:Iteration 28Q (189040.300000 sec): 3 clusters
  Score: Raw -634678.844994 + Penalty 2906.978830 = -631771.866164
  nChanged 91
		SP:Iteration 29Q (189040.500000 sec): 3 clusters
  Score: Raw -634711.302808 + Penalty 2906.978830 = -631804.323978
  nChanged 90
		SP:Iteration 30Q (189040.700000 sec): 3 clusters
  Score: Raw -634748.367543 + Penalty 2906.978830 = -631841.388713
  nChanged 84
		SP:Iteration 31Q (189040.900000 sec): 3 clusters
  Score: Raw -634784.632980 + Penalty 2906.978830 = -631877.654151
  nChanged 83
		SP:Iteration 32Q (189041.100000 sec): 3 clusters
  Score: Raw -634818.808017 + Penalty 2906.978830 = -631911.829187
  nChanged 74
		SP:Iteration 33Q (189041.300000 sec): 3 clusters
  Score: Raw -634850.912152 + Penalty 2906.978830 = -631943.933322
  nChanged 78
		SP:Iteration 34Q (189041.500000 sec): 3 clusters
  Score: Raw -634880.737338 + Penalty 2906.978830 = -631973.758508
  nChanged 65
		SP:Iteration 35Q (189041.700000 sec): 3 clusters
  Score: Raw -634906.172438 + Penalty 2906.978830 = -631999.193608
  nChanged 70
		SP:Iteration 36Q (189041.900000 sec): 3 clusters
  Score: Raw -634928.847013 + Penalty 2906.978830 = -632021.868183
  nChanged 58
		SP:Iteration 37Q (189042.100000 sec): 3 clusters
  Score: Raw -634946.397810 + Penalty 2906.978830 = -632039.418980
  nChanged 46
		SP:Iteration 38Q (189042.300000 sec): 3 clusters
  Score: Raw -634962.953129 + Penalty 2906.978830 = -632055.974299
  nChanged 51
		SP:Iteration 39Q (189042.500000 sec): 3 clusters
  Score: Raw -634987.423082 + Penalty 2906.978830 = -632080.444252
  nChanged 57
		SP:Iteration 40F (189042.700000 sec): 3 clusters
  Score: Raw -635011.892067 + Penalty 2906.978830 = -632104.913237
  nChanged 63
		SP:Iteration 41Q (189042.900000 sec): 3 clusters
  Score: Raw -635037.603134 + Penalty 2906.978830 = -632130.624305
  nChanged 57
		SP:Iteration 42Q (189043.120000 sec): 3 clusters
  Score: Raw -635058.649821 + Penalty 2906.978830 = -632151.670991
  nChanged 42
		SP:Iteration 43Q (189043.340000 sec): 3 clusters
  Score: Raw -635071.453877 + Penalty 2906.978830 = -632164.475047
  nChanged 36
		SP:Iteration 44Q (189043.520000 sec): 3 clusters
  Score: Raw -635086.428961 + Penalty 2906.978830 = -632179.450131
  nChanged 38
		SP:Iteration 45Q (189043.720000 sec): 3 clusters
  Score: Raw -635099.561816 + Penalty 2906.978830 = -632192.582986
  nChanged 28
		SP:Iteration 46Q (189043.950000 sec): 3 clusters
  Score: Raw -635108.379866 + Penalty 2906.978830 = -632201.401036
  nChanged 28
		SP:Iteration 47Q (189044.130000 sec): 3 clusters
  Score: Raw -635115.973203 + Penalty 2906.978830 = -632208.994373
  nChanged 24
		SP:Iteration 48Q (189044.330000 sec): 3 clusters
  Score: Raw -635123.394753 + Penalty 2906.978830 = -632216.415924
  nChanged 26
		SP:Iteration 49Q (189044.530000 sec): 3 clusters
  Score: Raw -635130.660993 + Penalty 2906.978830 = -632223.682163
  nChanged 22
		SP:Iteration 50Q (189044.730000 sec): 3 clusters
  Score: Raw -635135.723654 + Penalty 2906.978830 = -632228.744824
  nChanged 15
		SP:Iteration 51Q (189044.930000 sec): 3 clusters
  Score: Raw -635139.110073 + Penalty 2906.978830 = -632232.131243
  nChanged 14
		SP:Iteration 52Q (189045.130000 sec): 3 clusters
  Score: Raw -635142.607496 + Penalty 2906.978830 = -632235.628666
  nChanged 12
		SP:Iteration 53Q (189045.330000 sec): 3 clusters
  Score: Raw -635146.752470 + Penalty 2906.978830 = -632239.773640
  nChanged 20
		SP:Iteration 54Q (189045.530000 sec): 3 clusters
  Score: Raw -635154.772744 + Penalty 2906.978830 = -632247.793914
  nChanged 20
		SP:Iteration 55Q (189045.730000 sec): 3 clusters
  Score: Raw -635164.005798 + Penalty 2906.978830 = -632257.026968
  nChanged 24
		SP:Iteration 56Q (189045.930000 sec): 3 clusters
  Score: Raw -635172.099765 + Penalty 2906.978830 = -632265.120935
  nChanged 17
		SP:Iteration 57Q (189046.130000 sec): 3 clusters
  Score: Raw -635177.743816 + Penalty 2906.978830 = -632270.764986
  nChanged 26
		SP:Iteration 58Q (189046.330000 sec): 3 clusters
  Score: Raw -635186.810563 + Penalty 2906.978830 = -632279.831733
  nChanged 22
		SP:Iteration 59Q (189046.530000 sec): 3 clusters
  Score: Raw -635194.521535 + Penalty 2906.978830 = -632287.542705
  nChanged 19
		SP:Iteration 60F (189046.730000 sec): 3 clusters
  Score: Raw -635200.794006 + Penalty 2906.978830 = -632293.815176
  nChanged 18
		SP:Iteration 61Q (189046.980000 sec): 3 clusters
  Score: Raw -635206.360961 + Penalty 2906.978830 = -632299.382131
  nChanged 16
		SP:Iteration 62Q (189047.170000 sec): 3 clusters
  Score: Raw -635210.919882 + Penalty 2906.978830 = -632303.941052
  nChanged 14
		SP:Iteration 63Q (189047.370000 sec): 3 clusters
  Score: Raw -635214.550540 + Penalty 2906.978830 = -632307.571710
  nChanged 12
		SP:Iteration 64Q (189047.570000 sec): 3 clusters
  Score: Raw -635217.941770 + Penalty 2906.978830 = -632310.962940
  nChanged 9
		SP:Iteration 65Q (189047.770000 sec): 3 clusters
  Score: Raw -635219.951939 + Penalty 2906.978830 = -632312.973109
  nChanged 8
		SP:Iteration 66Q (189047.970000 sec): 3 clusters
  Score: Raw -635221.368608 + Penalty 2906.978830 = -632314.389778
  nChanged 5
		SP:Iteration 67Q (189048.170000 sec): 3 clusters
  Score: Raw -635222.334681 + Penalty 2906.978830 = -632315.355851
  nChanged 4
		SP:Iteration 68Q (189048.370000 sec): 3 clusters
  Score: Raw -635223.170184 + Penalty 2906.978830 = -632316.191354
  nChanged 1
		SP:Iteration 69Q (189048.570000 sec): 3 clusters
  Score: Raw -635223.594986 + Penalty 2906.978830 = -632316.616156
  nChanged 2
		SP:Iteration 70Q (189048.770000 sec): 3 clusters
  Score: Raw -635224.048765 + Penalty 2906.978830 = -632317.069935
  nChanged 1
		SP:Iteration 71Q (189048.970000 sec): 3 clusters
  Score: Raw -635224.161981 + Penalty 2906.978830 = -632317.183151
  nChanged 1
		SP:Iteration 72Q (189049.170000 sec): 3 clusters
  Score: Raw -635224.387245 + Penalty 2906.978830 = -632317.408415
  nChanged 1
		SP:Iteration 73Q (189049.370000 sec): 3 clusters
  Score: Raw -635224.567093 + Penalty 2906.978830 = -632317.588263
  nChanged 1
		SP:Iteration 74Q (189049.570000 sec): 3 clusters
  Score: Raw -635224.706398 + Penalty 2906.978830 = -632317.727568
  nChanged 0
		SP:Iteration 75F (189049.770000 sec): 3 clusters
  Score: Raw -635224.706398 + Penalty 2906.978830 = -632317.727568
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (2161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189049.840000 sec): 2 clusters
  Score: Raw -200310.406391 + Penalty 1247.728033 = -199062.678358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189050.010000 sec): 3 clusters
  Score: Raw -199357.169014 + Penalty 2495.456066 = -196861.712948
  nChanged 789
		SP:Iteration 1F (189050.190000 sec): 3 clusters
  Score: Raw -199836.063753 + Penalty 2495.456066 = -197340.607687
  nChanged 176
		SP:Iteration 2F (189050.360000 sec): 3 clusters
  Score: Raw -199996.298601 + Penalty 2495.456066 = -197500.842535
  nChanged 135
		SP:Iteration 3F (189050.540000 sec): 3 clusters
  Score: Raw -200099.718735 + Penalty 2495.456066 = -197604.262669
  nChanged 102
		SP:Iteration 4Q (189050.720000 sec): 3 clusters
  Score: Raw -200180.887990 + Penalty 2495.456066 = -197685.431924
  nChanged 98
		SP:Iteration 5Q (189050.890000 sec): 3 clusters
  Score: Raw -200263.596869 + Penalty 2495.456066 = -197768.140803
  nChanged 106
		SP:Iteration 6Q (189051.070000 sec): 3 clusters
  Score: Raw -200351.989568 + Penalty 2495.456066 = -197856.533502
  nChanged 92
		SP:Iteration 7Q (189051.240000 sec): 3 clusters
  Score: Raw -200421.376993 + Penalty 2495.456066 = -197925.920927
  nChanged 76
		SP:Iteration 8Q (189051.420000 sec): 3 clusters
  Score: Raw -200492.468405 + Penalty 2495.456066 = -197997.012339
  nChanged 75
		SP:Iteration 9Q (189051.600000 sec): 3 clusters
  Score: Raw -200560.621319 + Penalty 2495.456066 = -198065.165253
  nChanged 59
		SP:Iteration 10Q (189051.770000 sec): 3 clusters
  Score: Raw -200606.794798 + Penalty 2495.456066 = -198111.338733
  nChanged 38
		SP:Iteration 11Q (189051.940000 sec): 3 clusters
  Score: Raw -200631.938473 + Penalty 2495.456066 = -198136.482408
  nChanged 27
		SP:Iteration 12Q (189052.120000 sec): 3 clusters
  Score: Raw -200653.096101 + Penalty 2495.456066 = -198157.640035
  nChanged 21
		SP:Iteration 13Q (189052.290000 sec): 3 clusters
  Score: Raw -200669.266222 + Penalty 2495.456066 = -198173.810156
  nChanged 21
		SP:Iteration 14Q (189052.350000 sec): 3 clusters
  Score: Raw -200685.992556 + Penalty 2495.456066 = -198190.536491
  nChanged 16
		SP:Iteration 15Q (189052.400000 sec): 3 clusters
  Score: Raw -200701.782077 + Penalty 2495.456066 = -198206.326011
  nChanged 20
		SP:Iteration 16Q (189052.440000 sec): 3 clusters
  Score: Raw -200722.494490 + Penalty 2495.456066 = -198227.038424
  nChanged 29
		SP:Iteration 17Q (189052.480000 sec): 3 clusters
  Score: Raw -200746.219422 + Penalty 2495.456066 = -198250.763356
  nChanged 21
		SP:Iteration 18Q (189052.520000 sec): 3 clusters
  Score: Raw -200763.225973 + Penalty 2495.456066 = -198267.769907
  nChanged 13
		SP:Iteration 19Q (189052.560000 sec): 3 clusters
  Score: Raw -200774.206241 + Penalty 2495.456066 = -198278.750175
  nChanged 11
		SP:Iteration 20F (189052.610000 sec): 3 clusters
  Score: Raw -200785.242679 + Penalty 2495.456066 = -198289.786613
  nChanged 11
		SP:Iteration 21Q (189052.650000 sec): 3 clusters
  Score: Raw -200796.144006 + Penalty 2495.456066 = -198300.687940
  nChanged 12
		SP:Iteration 22Q (189052.690000 sec): 3 clusters
  Score: Raw -200802.827695 + Penalty 2495.456066 = -198307.371630
  nChanged 8
		SP:Iteration 23Q (189052.730000 sec): 3 clusters
  Score: Raw -200808.598044 + Penalty 2495.456066 = -198313.141978
  nChanged 11
		SP:Iteration 24Q (189052.770000 sec): 3 clusters
  Score: Raw -200816.075912 + Penalty 2495.456066 = -198320.619846
  nChanged 11
		SP:Iteration 25Q (189052.820000 sec): 3 clusters
  Score: Raw -200824.825126 + Penalty 2495.456066 = -198329.369060
  nChanged 12
		SP:Iteration 26Q (189052.860000 sec): 3 clusters
  Score: Raw -200834.032833 + Penalty 2495.456066 = -198338.576767
  nChanged 8
		SP:Iteration 27Q (189052.900000 sec): 3 clusters
  Score: Raw -200839.281002 + Penalty 2495.456066 = -198343.824936
  nChanged 6
		SP:Iteration 28Q (189052.940000 sec): 3 clusters
  Score: Raw -200842.495999 + Penalty 2495.456066 = -198347.039934
  nChanged 3
		SP:Iteration 29Q (189052.980000 sec): 3 clusters
  Score: Raw -200845.158168 + Penalty 2495.456066 = -198349.702102
  nChanged 4
		SP:Iteration 30Q (189053.020000 sec): 3 clusters
  Score: Raw -200848.037659 + Penalty 2495.456066 = -198352.581593
  nChanged 6
		SP:Iteration 31Q (189053.060000 sec): 3 clusters
  Score: Raw -200851.274926 + Penalty 2495.456066 = -198355.818860
  nChanged 3
		SP:Iteration 32Q (189053.110000 sec): 3 clusters
  Score: Raw -200854.035043 + Penalty 2495.456066 = -198358.578978
  nChanged 6
		SP:Iteration 33Q (189053.150000 sec): 3 clusters
  Score: Raw -200857.629687 + Penalty 2495.456066 = -198362.173621
  nChanged 8
		SP:Iteration 34Q (189053.190000 sec): 3 clusters
  Score: Raw -200863.555831 + Penalty 2495.456066 = -198368.099765
  nChanged 3
		SP:Iteration 35Q (189053.230000 sec): 3 clusters
  Score: Raw -200865.613666 + Penalty 2495.456066 = -198370.157600
  nChanged 2
		SP:Iteration 36Q (189053.270000 sec): 3 clusters
  Score: Raw -200866.837059 + Penalty 2495.456066 = -198371.380993
  nChanged 2
		SP:Iteration 37Q (189053.320000 sec): 3 clusters
  Score: Raw -200868.349580 + Penalty 2495.456066 = -198372.893514
  nChanged 1
		SP:Iteration 38Q (189053.360000 sec): 3 clusters
  Score: Raw -200868.655342 + Penalty 2495.456066 = -198373.199276
  nChanged 0
		SP:Iteration 39F (189053.400000 sec): 3 clusters
  Score: Raw -200868.655342 + Penalty 2495.456066 = -198373.199276
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (4612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189053.540000 sec): 2 clusters
  Score: Raw -452225.835921 + Penalty 1370.917743 = -450854.918178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189053.680000 sec): 3 clusters
  Score: Raw -449970.285037 + Penalty 2741.835486 = -447228.449551
  nChanged 1806
		SP:Iteration 1F (189053.910000 sec): 3 clusters
  Score: Raw -450960.102474 + Penalty 2741.835486 = -448218.266988
  nChanged 359
		SP:Iteration 2F (189054.060000 sec): 3 clusters
  Score: Raw -451176.755105 + Penalty 2741.835486 = -448434.919619
  nChanged 291
		SP:Iteration 3F (189054.290000 sec): 3 clusters
  Score: Raw -451393.966301 + Penalty 2741.835486 = -448652.130814
  nChanged 325
		SP:Iteration 4F (189054.430000 sec): 3 clusters
  Score: Raw -451652.915743 + Penalty 2741.835486 = -448911.080257
  nChanged 310
		SP:Iteration 5F (189054.620000 sec): 3 clusters
  Score: Raw -451903.512121 + Penalty 2741.835486 = -449161.676635
  nChanged 241
		SP:Iteration 6F (189054.720000 sec): 3 clusters
  Score: Raw -452068.006458 + Penalty 2741.835486 = -449326.170972
  nChanged 175
		SP:Iteration 7Q (189054.800000 sec): 3 clusters
  Score: Raw -452194.649438 + Penalty 2741.835486 = -449452.813952
  nChanged 141
		SP:Iteration 8Q (189054.900000 sec): 3 clusters
  Score: Raw -452292.748853 + Penalty 2741.835486 = -449550.913367
  nChanged 110
		SP:Iteration 9Q (189054.980000 sec): 3 clusters
  Score: Raw -452351.601020 + Penalty 2741.835486 = -449609.765534
  nChanged 73
		SP:Iteration 10Q (189055.070000 sec): 3 clusters
  Score: Raw -452386.523174 + Penalty 2741.835486 = -449644.687687
  nChanged 59
		SP:Iteration 11Q (189055.160000 sec): 3 clusters
  Score: Raw -452418.121217 + Penalty 2741.835486 = -449676.285730
  nChanged 61
		SP:Iteration 12Q (189055.240000 sec): 3 clusters
  Score: Raw -452451.284857 + Penalty 2741.835486 = -449709.449370
  nChanged 57
		SP:Iteration 13Q (189055.330000 sec): 3 clusters
  Score: Raw -452475.149193 + Penalty 2741.835486 = -449733.313707
  nChanged 43
		SP:Iteration 14Q (189055.420000 sec): 3 clusters
  Score: Raw -452494.346912 + Penalty 2741.835486 = -449752.511425
  nChanged 29
		SP:Iteration 15Q (189055.500000 sec): 3 clusters
  Score: Raw -452504.414321 + Penalty 2741.835486 = -449762.578834
  nChanged 26
		SP:Iteration 16Q (189055.590000 sec): 3 clusters
  Score: Raw -452514.099841 + Penalty 2741.835486 = -449772.264355
  nChanged 29
		SP:Iteration 17Q (189055.680000 sec): 3 clusters
  Score: Raw -452523.839655 + Penalty 2741.835486 = -449782.004168
  nChanged 18
		SP:Iteration 18Q (189055.770000 sec): 3 clusters
  Score: Raw -452529.337959 + Penalty 2741.835486 = -449787.502473
  nChanged 21
		SP:Iteration 19Q (189055.860000 sec): 3 clusters
  Score: Raw -452535.393305 + Penalty 2741.835486 = -449793.557818
  nChanged 17
		SP:Iteration 20F (189055.940000 sec): 3 clusters
  Score: Raw -452538.686731 + Penalty 2741.835486 = -449796.851245
  nChanged 10
		SP:Iteration 21Q (189056.030000 sec): 3 clusters
  Score: Raw -452542.517763 + Penalty 2741.835486 = -449800.682277
  nChanged 16
		SP:Iteration 22Q (189056.120000 sec): 3 clusters
  Score: Raw -452548.141390 + Penalty 2741.835486 = -449806.305903
  nChanged 22
		SP:Iteration 23Q (189056.200000 sec): 3 clusters
  Score: Raw -452554.577809 + Penalty 2741.835486 = -449812.742323
  nChanged 23
		SP:Iteration 24Q (189056.290000 sec): 3 clusters
  Score: Raw -452560.626387 + Penalty 2741.835486 = -449818.790901
  nChanged 16
		SP:Iteration 25Q (189056.380000 sec): 3 clusters
  Score: Raw -452564.668612 + Penalty 2741.835486 = -449822.833125
  nChanged 14
		SP:Iteration 26Q (189056.460000 sec): 3 clusters
  Score: Raw -452572.079036 + Penalty 2741.835486 = -449830.243549
  nChanged 18
		SP:Iteration 27Q (189056.550000 sec): 3 clusters
  Score: Raw -452582.086230 + Penalty 2741.835486 = -449840.250744
  nChanged 24
		SP:Iteration 28Q (189056.640000 sec): 3 clusters
  Score: Raw -452599.760965 + Penalty 2741.835486 = -449857.925479
  nChanged 33
		SP:Iteration 29Q (189056.730000 sec): 3 clusters
  Score: Raw -452616.861756 + Penalty 2741.835486 = -449875.026269
  nChanged 26
		SP:Iteration 30Q (189056.820000 sec): 3 clusters
  Score: Raw -452627.667611 + Penalty 2741.835486 = -449885.832125
  nChanged 30
		SP:Iteration 31Q (189056.910000 sec): 3 clusters
  Score: Raw -452639.293408 + Penalty 2741.835486 = -449897.457921
  nChanged 28
		SP:Iteration 32Q (189057.000000 sec): 3 clusters
  Score: Raw -452651.037994 + Penalty 2741.835486 = -449909.202507
  nChanged 30
		SP:Iteration 33Q (189057.090000 sec): 3 clusters
  Score: Raw -452665.378841 + Penalty 2741.835486 = -449923.543355
  nChanged 34
		SP:Iteration 34Q (189057.180000 sec): 3 clusters
  Score: Raw -452681.377592 + Penalty 2741.835486 = -449939.542106
  nChanged 35
		SP:Iteration 35Q (189057.270000 sec): 3 clusters
  Score: Raw -452694.401429 + Penalty 2741.835486 = -449952.565942
  nChanged 22
		SP:Iteration 36Q (189057.360000 sec): 3 clusters
  Score: Raw -452700.174561 + Penalty 2741.835486 = -449958.339075
  nChanged 21
		SP:Iteration 37Q (189057.440000 sec): 3 clusters
  Score: Raw -452705.624640 + Penalty 2741.835486 = -449963.789154
  nChanged 15
		SP:Iteration 38Q (189057.610000 sec): 3 clusters
  Score: Raw -452711.048277 + Penalty 2741.835486 = -449969.212791
  nChanged 16
		SP:Iteration 39Q (189057.780000 sec): 3 clusters
  Score: Raw -452715.389632 + Penalty 2741.835486 = -449973.554146
  nChanged 12
		SP:Iteration 40F (189057.960000 sec): 3 clusters
  Score: Raw -452719.281906 + Penalty 2741.835486 = -449977.446420
  nChanged 15
		SP:Iteration 41Q (189058.140000 sec): 3 clusters
  Score: Raw -452723.955597 + Penalty 2741.835486 = -449982.120111
  nChanged 19
		SP:Iteration 42Q (189058.290000 sec): 3 clusters
  Score: Raw -452729.105066 + Penalty 2741.835486 = -449987.269579
  nChanged 16
		SP:Iteration 43Q (189058.490000 sec): 3 clusters
  Score: Raw -452734.268485 + Penalty 2741.835486 = -449992.432999
  nChanged 21
		SP:Iteration 44Q (189058.660000 sec): 3 clusters
  Score: Raw -452740.368399 + Penalty 2741.835486 = -449998.532913
  nChanged 18
		SP:Iteration 45Q (189058.840000 sec): 3 clusters
  Score: Raw -452747.584813 + Penalty 2741.835486 = -450005.749327
  nChanged 21
		SP:Iteration 46Q (189059.010000 sec): 3 clusters
  Score: Raw -452755.864330 + Penalty 2741.835486 = -450014.028844
  nChanged 25
		SP:Iteration 47Q (189059.190000 sec): 3 clusters
  Score: Raw -452764.327132 + Penalty 2741.835486 = -450022.491646
  nChanged 26
		SP:Iteration 48Q (189059.360000 sec): 3 clusters
  Score: Raw -452772.601636 + Penalty 2741.835486 = -450030.766149
  nChanged 23
		SP:Iteration 49Q (189059.540000 sec): 3 clusters
  Score: Raw -452780.092779 + Penalty 2741.835486 = -450038.257293
  nChanged 16
		SP:Iteration 50Q (189059.720000 sec): 3 clusters
  Score: Raw -452783.833745 + Penalty 2741.835486 = -450041.998259
  nChanged 13
		SP:Iteration 51Q (189059.890000 sec): 3 clusters
  Score: Raw -452787.280233 + Penalty 2741.835486 = -450045.444746
  nChanged 13
		SP:Iteration 52Q (189060.070000 sec): 3 clusters
  Score: Raw -452791.010944 + Penalty 2741.835486 = -450049.175457
  nChanged 11
		SP:Iteration 53Q (189060.240000 sec): 3 clusters
  Score: Raw -452794.776600 + Penalty 2741.835486 = -450052.941113
  nChanged 14
		SP:Iteration 54Q (189060.420000 sec): 3 clusters
  Score: Raw -452799.989960 + Penalty 2741.835486 = -450058.154474
  nChanged 15
		SP:Iteration 55Q (189060.600000 sec): 3 clusters
  Score: Raw -452804.458450 + Penalty 2741.835486 = -450062.622964
  nChanged 11
		SP:Iteration 56Q (189060.770000 sec): 3 clusters
  Score: Raw -452806.971384 + Penalty 2741.835486 = -450065.135897
  nChanged 7
		SP:Iteration 57Q (189060.950000 sec): 3 clusters
  Score: Raw -452808.461204 + Penalty 2741.835486 = -450066.625717
  nChanged 3
		SP:Iteration 58Q (189061.120000 sec): 3 clusters
  Score: Raw -452809.255832 + Penalty 2741.835486 = -450067.420345
  nChanged 5
		SP:Iteration 59Q (189061.300000 sec): 3 clusters
  Score: Raw -452810.210009 + Penalty 2741.835486 = -450068.374522
  nChanged 3
		SP:Iteration 60F (189061.470000 sec): 3 clusters
  Score: Raw -452810.924307 + Penalty 2741.835486 = -450069.088821
  nChanged 3
		SP:Iteration 61Q (189061.650000 sec): 3 clusters
  Score: Raw -452811.288962 + Penalty 2741.835486 = -450069.453476
  nChanged 2
		SP:Iteration 62Q (189061.820000 sec): 3 clusters
  Score: Raw -452811.724814 + Penalty 2741.835486 = -450069.889328
  nChanged 3
		SP:Iteration 63Q (189062.000000 sec): 3 clusters
  Score: Raw -452812.533489 + Penalty 2741.835486 = -450070.698002
  nChanged 8
		SP:Iteration 64Q (189062.180000 sec): 3 clusters
  Score: Raw -452814.478991 + Penalty 2741.835486 = -450072.643504
  nChanged 8
		SP:Iteration 65Q (189062.350000 sec): 3 clusters
  Score: Raw -452816.805734 + Penalty 2741.835486 = -450074.970247
  nChanged 12
		SP:Iteration 66Q (189062.530000 sec): 3 clusters
  Score: Raw -452820.167763 + Penalty 2741.835486 = -450078.332277
  nChanged 11
		SP:Iteration 67Q (189062.700000 sec): 3 clusters
  Score: Raw -452822.850231 + Penalty 2741.835486 = -450081.014744
  nChanged 14
		SP:Iteration 68Q (189062.880000 sec): 3 clusters
  Score: Raw -452827.563528 + Penalty 2741.835486 = -450085.728042
  nChanged 13
		SP:Iteration 69Q (189063.050000 sec): 3 clusters
  Score: Raw -452830.777426 + Penalty 2741.835486 = -450088.941940
  nChanged 13
		SP:Iteration 70Q (189063.230000 sec): 3 clusters
  Score: Raw -452834.199607 + Penalty 2741.835486 = -450092.364120
  nChanged 14
		SP:Iteration 71Q (189063.400000 sec): 3 clusters
  Score: Raw -452838.654681 + Penalty 2741.835486 = -450096.819195
  nChanged 15
		SP:Iteration 72Q (189063.580000 sec): 3 clusters
  Score: Raw -452842.556996 + Penalty 2741.835486 = -450100.721509
  nChanged 11
		SP:Iteration 73Q (189063.760000 sec): 3 clusters
  Score: Raw -452844.784875 + Penalty 2741.835486 = -450102.949388
  nChanged 8
		SP:Iteration 74Q (189063.930000 sec): 3 clusters
  Score: Raw -452847.008968 + Penalty 2741.835486 = -450105.173482
  nChanged 12
		SP:Iteration 75Q (189064.110000 sec): 3 clusters
  Score: Raw -452850.985851 + Penalty 2741.835486 = -450109.150365
  nChanged 11
		SP:Iteration 76Q (189064.280000 sec): 3 clusters
  Score: Raw -452853.269388 + Penalty 2741.835486 = -450111.433902
  nChanged 8
		SP:Iteration 77Q (189064.460000 sec): 3 clusters
  Score: Raw -452854.643728 + Penalty 2741.835486 = -450112.808241
  nChanged 4
		SP:Iteration 78Q (189064.640000 sec): 3 clusters
  Score: Raw -452855.688591 + Penalty 2741.835486 = -450113.853105
  nChanged 5
		SP:Iteration 79Q (189064.810000 sec): 3 clusters
  Score: Raw -452857.654918 + Penalty 2741.835486 = -450115.819432
  nChanged 8
		SP:Iteration 80F (189064.980000 sec): 3 clusters
  Score: Raw -452859.854784 + Penalty 2741.835486 = -450118.019297
  nChanged 6
		SP:Iteration 81Q (189065.160000 sec): 3 clusters
  Score: Raw -452861.244775 + Penalty 2741.835486 = -450119.409289
  nChanged 6
		SP:Iteration 82Q (189065.340000 sec): 3 clusters
  Score: Raw -452862.542509 + Penalty 2741.835486 = -450120.707022
  nChanged 5
		SP:Iteration 83Q (189065.510000 sec): 3 clusters
  Score: Raw -452863.306230 + Penalty 2741.835486 = -450121.470743
  nChanged 1
		SP:Iteration 84Q (189065.690000 sec): 3 clusters
  Score: Raw -452863.435926 + Penalty 2741.835486 = -450121.600440
  nChanged 2
		SP:Iteration 85Q (189065.860000 sec): 3 clusters
  Score: Raw -452863.784096 + Penalty 2741.835486 = -450121.948609
  nChanged 1
		SP:Iteration 86Q (189066.040000 sec): 3 clusters
  Score: Raw -452864.023775 + Penalty 2741.835486 = -450122.188288
  nChanged 3
		SP:Iteration 87Q (189066.220000 sec): 3 clusters
  Score: Raw -452864.976332 + Penalty 2741.835486 = -450123.140846
  nChanged 6
		SP:Iteration 88Q (189066.390000 sec): 3 clusters
  Score: Raw -452866.386871 + Penalty 2741.835486 = -450124.551385
  nChanged 3
		SP:Iteration 89Q (189066.570000 sec): 3 clusters
  Score: Raw -452866.940641 + Penalty 2741.835486 = -450125.105155
  nChanged 4
		SP:Iteration 90Q (189066.740000 sec): 3 clusters
  Score: Raw -452867.737918 + Penalty 2741.835486 = -450125.902431
  nChanged 3
		SP:Iteration 91Q (189066.920000 sec): 3 clusters
  Score: Raw -452868.726852 + Penalty 2741.835486 = -450126.891365
  nChanged 6
		SP:Iteration 92Q (189067.100000 sec): 3 clusters
  Score: Raw -452870.467587 + Penalty 2741.835486 = -450128.632100
  nChanged 6
		SP:Iteration 93Q (189067.270000 sec): 3 clusters
  Score: Raw -452871.807964 + Penalty 2741.835486 = -450129.972478
  nChanged 4
		SP:Iteration 94Q (189067.450000 sec): 3 clusters
  Score: Raw -452872.616434 + Penalty 2741.835486 = -450130.780947
  nChanged 1
		SP:Iteration 95Q (189067.630000 sec): 3 clusters
  Score: Raw -452872.822641 + Penalty 2741.835486 = -450130.987154
  nChanged 2
		SP:Iteration 96Q (189067.800000 sec): 3 clusters
  Score: Raw -452873.419162 + Penalty 2741.835486 = -450131.583676
  nChanged 3
		SP:Iteration 97Q (189067.970000 sec): 3 clusters
  Score: Raw -452873.934332 + Penalty 2741.835486 = -450132.098846
  nChanged 2
		SP:Iteration 98Q (189068.150000 sec): 3 clusters
  Score: Raw -452874.204388 + Penalty 2741.835486 = -450132.368902
  nChanged 1
		SP:Iteration 99Q (189068.330000 sec): 3 clusters
  Score: Raw -452874.353824 + Penalty 2741.835486 = -450132.518337
  nChanged 2
		SP:Iteration 100F (189068.500000 sec): 3 clusters
  Score: Raw -452874.703442 + Penalty 2741.835486 = -450132.867956
  nChanged 1
		SP:Iteration 101Q (189068.680000 sec): 3 clusters
  Score: Raw -452874.884214 + Penalty 2741.835486 = -450133.048728
  nChanged 0
		SP:Iteration 102F (189068.850000 sec): 3 clusters
  Score: Raw -452874.884214 + Penalty 2741.835486 = -450133.048728
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189068.940000 sec): 2 clusters
  Score: Raw -74047.324167 + Penalty 1114.516818 = -72932.807349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189069.110000 sec): 3 clusters
  Score: Raw -73794.411919 + Penalty 2229.033636 = -71565.378283
  nChanged 294
		SP:Iteration 1F (189069.290000 sec): 3 clusters
  Score: Raw -74182.541042 + Penalty 2229.033636 = -71953.507406
  nChanged 102
		SP:Iteration 2F (189069.470000 sec): 3 clusters
  Score: Raw -74404.785825 + Penalty 2229.033636 = -72175.752189
  nChanged 80
		SP:Iteration 3F (189069.640000 sec): 3 clusters
  Score: Raw -74520.229401 + Penalty 2229.033636 = -72291.195764
  nChanged 57
		SP:Iteration 4F (189069.820000 sec): 3 clusters
  Score: Raw -74619.752769 + Penalty 2229.033636 = -72390.719133
  nChanged 53
		SP:Iteration 5F (189069.990000 sec): 3 clusters
  Score: Raw -74696.112091 + Penalty 2229.033636 = -72467.078455
  nChanged 33
		SP:Iteration 6Q (189070.170000 sec): 3 clusters
  Score: Raw -74779.929932 + Penalty 2229.033636 = -72550.896296
  nChanged 37
		SP:Iteration 7Q (189070.350000 sec): 3 clusters
  Score: Raw -74846.144719 + Penalty 2229.033636 = -72617.111083
  nChanged 25
		SP:Iteration 8Q (189070.520000 sec): 3 clusters
  Score: Raw -74898.879827 + Penalty 2229.033636 = -72669.846190
  nChanged 16
		SP:Iteration 9Q (189070.740000 sec): 3 clusters
  Score: Raw -74929.738300 + Penalty 2229.033636 = -72700.704664
  nChanged 15
		SP:Iteration 10Q (189070.890000 sec): 3 clusters
  Score: Raw -74946.649039 + Penalty 2229.033636 = -72717.615402
  nChanged 2
		SP:Iteration 11Q (189071.050000 sec): 3 clusters
  Score: Raw -74948.028667 + Penalty 2229.033636 = -72718.995031
  nChanged 3
		SP:Iteration 12Q (189071.200000 sec): 3 clusters
  Score: Raw -74951.238931 + Penalty 2229.033636 = -72722.205294
  nChanged 2
		SP:Iteration 13Q (189071.360000 sec): 3 clusters
  Score: Raw -74957.497952 + Penalty 2229.033636 = -72728.464316
  nChanged 1
		SP:Iteration 14Q (189071.530000 sec): 3 clusters
  Score: Raw -74959.523598 + Penalty 2229.033636 = -72730.489962
  nChanged 2
		SP:Iteration 15Q (189071.700000 sec): 3 clusters
  Score: Raw -74961.500009 + Penalty 2229.033636 = -72732.466373
  nChanged 2
		SP:Iteration 16Q (189071.870000 sec): 3 clusters
  Score: Raw -74963.444006 + Penalty 2229.033636 = -72734.410369
  nChanged 1
		SP:Iteration 17Q (189072.050000 sec): 3 clusters
  Score: Raw -74963.928219 + Penalty 2229.033636 = -72734.894582
  nChanged 0
		SP:Iteration 18F (189072.220000 sec): 3 clusters
  Score: Raw -74963.928219 + Penalty 2229.033636 = -72734.894582
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189072.290000 sec): 2 clusters
  Score: Raw -239704.875571 + Penalty 1314.540902 = -238390.334669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189072.460000 sec): 3 clusters
  Score: Raw -238173.811434 + Penalty 2629.081804 = -235544.729630
  nChanged 1250
		SP:Iteration 1F (189072.640000 sec): 3 clusters
  Score: Raw -239168.793000 + Penalty 2629.081804 = -236539.711196
  nChanged 345
		SP:Iteration 2F (189072.780000 sec): 3 clusters
  Score: Raw -239590.882743 + Penalty 2629.081804 = -236961.800939
  nChanged 272
		SP:Iteration 3F (189072.850000 sec): 3 clusters
  Score: Raw -239848.240502 + Penalty 2629.081804 = -237219.158698
  nChanged 166
		SP:Iteration 4F (189072.910000 sec): 3 clusters
  Score: Raw -239976.169532 + Penalty 2629.081804 = -237347.087728
  nChanged 113
		SP:Iteration 5Q (189072.970000 sec): 3 clusters
  Score: Raw -240060.695219 + Penalty 2629.081804 = -237431.613415
  nChanged 83
		SP:Iteration 6Q (189073.030000 sec): 3 clusters
  Score: Raw -240115.206554 + Penalty 2629.081804 = -237486.124750
  nChanged 69
		SP:Iteration 7Q (189073.090000 sec): 3 clusters
  Score: Raw -240150.832320 + Penalty 2629.081804 = -237521.750516
  nChanged 47
		SP:Iteration 8Q (189073.150000 sec): 3 clusters
  Score: Raw -240173.977349 + Penalty 2629.081804 = -237544.895545
  nChanged 38
		SP:Iteration 9Q (189073.210000 sec): 3 clusters
  Score: Raw -240190.487289 + Penalty 2629.081804 = -237561.405485
  nChanged 25
		SP:Iteration 10Q (189073.270000 sec): 3 clusters
  Score: Raw -240202.452949 + Penalty 2629.081804 = -237573.371145
  nChanged 32
		SP:Iteration 11Q (189073.330000 sec): 3 clusters
  Score: Raw -240222.924383 + Penalty 2629.081804 = -237593.842579
  nChanged 36
		SP:Iteration 12Q (189073.390000 sec): 3 clusters
  Score: Raw -240238.930227 + Penalty 2629.081804 = -237609.848423
  nChanged 26
		SP:Iteration 13Q (189073.450000 sec): 3 clusters
  Score: Raw -240247.279562 + Penalty 2629.081804 = -237618.197758
  nChanged 17
		SP:Iteration 14Q (189073.510000 sec): 3 clusters
  Score: Raw -240251.803746 + Penalty 2629.081804 = -237622.721942
  nChanged 13
		SP:Iteration 15Q (189073.570000 sec): 3 clusters
  Score: Raw -240256.035129 + Penalty 2629.081804 = -237626.953325
  nChanged 11
		SP:Iteration 16Q (189073.630000 sec): 3 clusters
  Score: Raw -240263.139130 + Penalty 2629.081804 = -237634.057326
  nChanged 17
		SP:Iteration 17Q (189073.690000 sec): 3 clusters
  Score: Raw -240270.185382 + Penalty 2629.081804 = -237641.103578
  nChanged 16
		SP:Iteration 18Q (189073.750000 sec): 3 clusters
  Score: Raw -240276.345518 + Penalty 2629.081804 = -237647.263714
  nChanged 12
		SP:Iteration 19Q (189073.810000 sec): 3 clusters
  Score: Raw -240280.143718 + Penalty 2629.081804 = -237651.061914
  nChanged 8
		SP:Iteration 20F (189073.870000 sec): 3 clusters
  Score: Raw -240282.070633 + Penalty 2629.081804 = -237652.988829
  nChanged 5
		SP:Iteration 21Q (189073.930000 sec): 3 clusters
  Score: Raw -240283.098667 + Penalty 2629.081804 = -237654.016863
  nChanged 6
		SP:Iteration 22Q (189073.990000 sec): 3 clusters
  Score: Raw -240284.069820 + Penalty 2629.081804 = -237654.988016
  nChanged 2
		SP:Iteration 23Q (189074.050000 sec): 3 clusters
  Score: Raw -240284.645566 + Penalty 2629.081804 = -237655.563762
  nChanged 1
		SP:Iteration 24Q (189074.110000 sec): 3 clusters
  Score: Raw -240284.970772 + Penalty 2629.081804 = -237655.888968
  nChanged 3
		SP:Iteration 25Q (189074.180000 sec): 3 clusters
  Score: Raw -240285.737157 + Penalty 2629.081804 = -237656.655353
  nChanged 5
		SP:Iteration 26Q (189074.240000 sec): 3 clusters
  Score: Raw -240287.611786 + Penalty 2629.081804 = -237658.529981
  nChanged 2
		SP:Iteration 27Q (189074.300000 sec): 3 clusters
  Score: Raw -240288.398620 + Penalty 2629.081804 = -237659.316816
  nChanged 3
		SP:Iteration 28Q (189074.480000 sec): 3 clusters
  Score: Raw -240289.092616 + Penalty 2629.081804 = -237660.010812
  nChanged 1
		SP:Iteration 29Q (189074.650000 sec): 3 clusters
  Score: Raw -240289.241307 + Penalty 2629.081804 = -237660.159503
  nChanged 0
		SP:Iteration 30F (189074.830000 sec): 3 clusters
  Score: Raw -240289.241307 + Penalty 2629.081804 = -237660.159503
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (1855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189074.960000 sec): 2 clusters
  Score: Raw -158099.700034 + Penalty 1222.916496 = -156876.783538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189075.130000 sec): 3 clusters
  Score: Raw -157349.658993 + Penalty 2445.832992 = -154903.826001
  nChanged 647
		SP:Iteration 1F (189075.290000 sec): 3 clusters
  Score: Raw -157807.163172 + Penalty 2445.832992 = -155361.330180
  nChanged 151
		SP:Iteration 2F (189075.420000 sec): 3 clusters
  Score: Raw -157938.387915 + Penalty 2445.832992 = -155492.554923
  nChanged 111
		SP:Iteration 3F (189075.590000 sec): 3 clusters
  Score: Raw -158016.768293 + Penalty 2445.832992 = -155570.935301
  nChanged 81
		SP:Iteration 4Q (189075.760000 sec): 3 clusters
  Score: Raw -158086.554165 + Penalty 2445.832992 = -155640.721173
  nChanged 67
		SP:Iteration 5Q (189075.940000 sec): 3 clusters
  Score: Raw -158127.447004 + Penalty 2445.832992 = -155681.614012
  nChanged 49
		SP:Iteration 6Q (189076.120000 sec): 3 clusters
  Score: Raw -158158.721755 + Penalty 2445.832992 = -155712.888763
  nChanged 32
		SP:Iteration 7Q (189076.290000 sec): 3 clusters
  Score: Raw -158176.690374 + Penalty 2445.832992 = -155730.857382
  nChanged 25
		SP:Iteration 8Q (189076.470000 sec): 3 clusters
  Score: Raw -158190.574751 + Penalty 2445.832992 = -155744.741759
  nChanged 24
		SP:Iteration 9Q (189076.640000 sec): 3 clusters
  Score: Raw -158201.824583 + Penalty 2445.832992 = -155755.991591
  nChanged 11
		SP:Iteration 10Q (189076.820000 sec): 3 clusters
  Score: Raw -158206.402514 + Penalty 2445.832992 = -155760.569522
  nChanged 11
		SP:Iteration 11Q (189077.000000 sec): 3 clusters
  Score: Raw -158215.877773 + Penalty 2445.832992 = -155770.044781
  nChanged 13
		SP:Iteration 12Q (189077.170000 sec): 3 clusters
  Score: Raw -158224.991135 + Penalty 2445.832992 = -155779.158143
  nChanged 10
		SP:Iteration 13Q (189077.350000 sec): 3 clusters
  Score: Raw -158231.900385 + Penalty 2445.832992 = -155786.067393
  nChanged 15
		SP:Iteration 14Q (189077.520000 sec): 3 clusters
  Score: Raw -158239.471348 + Penalty 2445.832992 = -155793.638356
  nChanged 17
		SP:Iteration 15Q (189077.700000 sec): 3 clusters
  Score: Raw -158248.913185 + Penalty 2445.832992 = -155803.080193
  nChanged 15
		SP:Iteration 16Q (189077.880000 sec): 3 clusters
  Score: Raw -158257.576888 + Penalty 2445.832992 = -155811.743896
  nChanged 20
		SP:Iteration 17Q (189078.050000 sec): 3 clusters
  Score: Raw -158269.383826 + Penalty 2445.832992 = -155823.550834
  nChanged 18
		SP:Iteration 18Q (189078.230000 sec): 3 clusters
  Score: Raw -158281.423916 + Penalty 2445.832992 = -155835.590924
  nChanged 15
		SP:Iteration 19Q (189078.400000 sec): 3 clusters
  Score: Raw -158292.365069 + Penalty 2445.832992 = -155846.532077
  nChanged 23
		SP:Iteration 20F (189078.580000 sec): 3 clusters
  Score: Raw -158306.552575 + Penalty 2445.832992 = -155860.719583
  nChanged 21
		SP:Iteration 21Q (189078.760000 sec): 3 clusters
  Score: Raw -158319.375756 + Penalty 2445.832992 = -155873.542764
  nChanged 25
		SP:Iteration 22Q (189078.930000 sec): 3 clusters
  Score: Raw -158338.619224 + Penalty 2445.832992 = -155892.786232
  nChanged 25
		SP:Iteration 23Q (189079.110000 sec): 3 clusters
  Score: Raw -158357.671116 + Penalty 2445.832992 = -155911.838124
  nChanged 23
		SP:Iteration 24Q (189079.280000 sec): 3 clusters
  Score: Raw -158371.637185 + Penalty 2445.832992 = -155925.804193
  nChanged 12
		SP:Iteration 25Q (189079.460000 sec): 3 clusters
  Score: Raw -158378.363274 + Penalty 2445.832992 = -155932.530282
  nChanged 14
		SP:Iteration 26Q (189079.640000 sec): 3 clusters
  Score: Raw -158385.151347 + Penalty 2445.832992 = -155939.318355
  nChanged 7
		SP:Iteration 27Q (189079.810000 sec): 3 clusters
  Score: Raw -158388.899258 + Penalty 2445.832992 = -155943.066266
  nChanged 4
		SP:Iteration 28Q (189079.990000 sec): 3 clusters
  Score: Raw -158390.412487 + Penalty 2445.832992 = -155944.579495
  nChanged 4
		SP:Iteration 29Q (189080.170000 sec): 3 clusters
  Score: Raw -158393.052499 + Penalty 2445.832992 = -155947.219507
  nChanged 4
		SP:Iteration 30Q (189080.210000 sec): 3 clusters
  Score: Raw -158395.864665 + Penalty 2445.832992 = -155950.031673
  nChanged 0
		SP:Iteration 31F (189080.250000 sec): 3 clusters
  Score: Raw -158395.864665 + Penalty 2445.832992 = -155950.031673
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189080.340000 sec): 2 clusters
  Score: Raw -477584.947769 + Penalty 1373.018160 = -476211.929609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189080.520000 sec): 3 clusters
  Score: Raw -475210.337642 + Penalty 2746.036320 = -472464.301321
  nChanged 1859
		SP:Iteration 1F (189080.670000 sec): 3 clusters
  Score: Raw -476199.034898 + Penalty 2746.036320 = -473452.998578
  nChanged 272
		SP:Iteration 2F (189080.750000 sec): 3 clusters
  Score: Raw -476335.333487 + Penalty 2746.036320 = -473589.297166
  nChanged 214
		SP:Iteration 3Q (189080.840000 sec): 3 clusters
  Score: Raw -476441.390073 + Penalty 2746.036320 = -473695.353752
  nChanged 177
		SP:Iteration 4Q (189080.930000 sec): 3 clusters
  Score: Raw -476515.969971 + Penalty 2746.036320 = -473769.933651
  nChanged 133
		SP:Iteration 5Q (189081.020000 sec): 3 clusters
  Score: Raw -476569.250829 + Penalty 2746.036320 = -473823.214508
  nChanged 102
		SP:Iteration 6Q (189081.110000 sec): 3 clusters
  Score: Raw -476614.545540 + Penalty 2746.036320 = -473868.509220
  nChanged 105
		SP:Iteration 7Q (189081.200000 sec): 3 clusters
  Score: Raw -476653.871607 + Penalty 2746.036320 = -473907.835287
  nChanged 79
		SP:Iteration 8Q (189081.290000 sec): 3 clusters
  Score: Raw -476681.710131 + Penalty 2746.036320 = -473935.673811
  nChanged 83
		SP:Iteration 9Q (189081.380000 sec): 3 clusters
  Score: Raw -476714.314552 + Penalty 2746.036320 = -473968.278231
  nChanged 89
		SP:Iteration 10Q (189081.470000 sec): 3 clusters
  Score: Raw -476746.496159 + Penalty 2746.036320 = -474000.459839
  nChanged 75
		SP:Iteration 11Q (189081.560000 sec): 3 clusters
  Score: Raw -476775.268952 + Penalty 2746.036320 = -474029.232632
  nChanged 79
		SP:Iteration 12Q (189081.640000 sec): 3 clusters
  Score: Raw -476805.075578 + Penalty 2746.036320 = -474059.039258
  nChanged 69
		SP:Iteration 13Q (189081.740000 sec): 3 clusters
  Score: Raw -476830.942702 + Penalty 2746.036320 = -474084.906382
  nChanged 68
		SP:Iteration 14Q (189081.820000 sec): 3 clusters
  Score: Raw -476863.097875 + Penalty 2746.036320 = -474117.061554
  nChanged 74
		SP:Iteration 15Q (189081.910000 sec): 3 clusters
  Score: Raw -476891.755229 + Penalty 2746.036320 = -474145.718908
  nChanged 69
		SP:Iteration 16Q (189082.000000 sec): 3 clusters
  Score: Raw -476921.321289 + Penalty 2746.036320 = -474175.284968
  nChanged 72
		SP:Iteration 17Q (189082.090000 sec): 3 clusters
  Score: Raw -476949.209911 + Penalty 2746.036320 = -474203.173590
  nChanged 74
		SP:Iteration 18Q (189082.180000 sec): 3 clusters
  Score: Raw -476980.856644 + Penalty 2746.036320 = -474234.820324
  nChanged 73
		SP:Iteration 19Q (189082.270000 sec): 3 clusters
  Score: Raw -477009.697309 + Penalty 2746.036320 = -474263.660988
  nChanged 72
		SP:Iteration 20F (189082.350000 sec): 3 clusters
  Score: Raw -477046.348902 + Penalty 2746.036320 = -474300.312582
  nChanged 79
		SP:Iteration 21Q (189082.440000 sec): 3 clusters
  Score: Raw -477081.350256 + Penalty 2746.036320 = -474335.313936
  nChanged 70
		SP:Iteration 22Q (189082.530000 sec): 3 clusters
  Score: Raw -477117.423910 + Penalty 2746.036320 = -474371.387590
  nChanged 79
		SP:Iteration 23Q (189082.620000 sec): 3 clusters
  Score: Raw -477162.403305 + Penalty 2746.036320 = -474416.366985
  nChanged 88
		SP:Iteration 24Q (189082.700000 sec): 3 clusters
  Score: Raw -477207.743941 + Penalty 2746.036320 = -474461.707620
  nChanged 96
		SP:Iteration 25Q (189082.800000 sec): 3 clusters
  Score: Raw -477257.803989 + Penalty 2746.036320 = -474511.767669
  nChanged 94
		SP:Iteration 26Q (189082.920000 sec): 3 clusters
  Score: Raw -477316.918876 + Penalty 2746.036320 = -474570.882556
  nChanged 101
		SP:Iteration 27Q (189083.010000 sec): 3 clusters
  Score: Raw -477378.526067 + Penalty 2746.036320 = -474632.489746
  nChanged 68
		SP:Iteration 28Q (189083.100000 sec): 3 clusters
  Score: Raw -477418.483666 + Penalty 2746.036320 = -474672.447345
  nChanged 65
		SP:Iteration 29Q (189083.180000 sec): 3 clusters
  Score: Raw -477461.117991 + Penalty 2746.036320 = -474715.081671
  nChanged 59
		SP:Iteration 30Q (189083.270000 sec): 3 clusters
  Score: Raw -477499.320146 + Penalty 2746.036320 = -474753.283825
  nChanged 53
		SP:Iteration 31Q (189083.360000 sec): 3 clusters
  Score: Raw -477530.427467 + Penalty 2746.036320 = -474784.391147
  nChanged 52
		SP:Iteration 32Q (189083.560000 sec): 3 clusters
  Score: Raw -477565.521102 + Penalty 2746.036320 = -474819.484782
  nChanged 50
		SP:Iteration 33Q (189083.740000 sec): 3 clusters
  Score: Raw -477599.529785 + Penalty 2746.036320 = -474853.493465
  nChanged 41
		SP:Iteration 34Q (189083.960000 sec): 3 clusters
  Score: Raw -477632.080022 + Penalty 2746.036320 = -474886.043702
  nChanged 39
		SP:Iteration 35Q (189084.100000 sec): 3 clusters
  Score: Raw -477669.244227 + Penalty 2746.036320 = -474923.207907
  nChanged 38
		SP:Iteration 36Q (189084.330000 sec): 3 clusters
  Score: Raw -477700.261451 + Penalty 2746.036320 = -474954.225131
  nChanged 26
		SP:Iteration 37Q (189084.480000 sec): 3 clusters
  Score: Raw -477723.199740 + Penalty 2746.036320 = -474977.163419
  nChanged 26
		SP:Iteration 38Q (189084.700000 sec): 3 clusters
  Score: Raw -477742.705839 + Penalty 2746.036320 = -474996.669518
  nChanged 16
		SP:Iteration 39Q (189084.850000 sec): 3 clusters
  Score: Raw -477755.365835 + Penalty 2746.036320 = -475009.329514
  nChanged 12
		SP:Iteration 40F (189085.080000 sec): 3 clusters
  Score: Raw -477764.370627 + Penalty 2746.036320 = -475018.334307
  nChanged 11
		SP:Iteration 41Q (189085.230000 sec): 3 clusters
  Score: Raw -477772.477614 + Penalty 2746.036320 = -475026.441294
  nChanged 12
		SP:Iteration 42Q (189085.400000 sec): 3 clusters
  Score: Raw -477781.801780 + Penalty 2746.036320 = -475035.765460
  nChanged 10
		SP:Iteration 43Q (189085.580000 sec): 3 clusters
  Score: Raw -477793.157872 + Penalty 2746.036320 = -475047.121552
  nChanged 11
		SP:Iteration 44Q (189085.760000 sec): 3 clusters
  Score: Raw -477803.556520 + Penalty 2746.036320 = -475057.520200
  nChanged 7
		SP:Iteration 45Q (189085.930000 sec): 3 clusters
  Score: Raw -477811.845503 + Penalty 2746.036320 = -475065.809183
  nChanged 11
		SP:Iteration 46Q (189086.110000 sec): 3 clusters
  Score: Raw -477825.027376 + Penalty 2746.036320 = -475078.991055
  nChanged 9
		SP:Iteration 47Q (189086.330000 sec): 3 clusters
  Score: Raw -477836.271384 + Penalty 2746.036320 = -475090.235064
  nChanged 12
		SP:Iteration 48Q (189086.470000 sec): 3 clusters
  Score: Raw -477846.435667 + Penalty 2746.036320 = -475100.399346
  nChanged 9
		SP:Iteration 49Q (189086.700000 sec): 3 clusters
  Score: Raw -477855.421494 + Penalty 2746.036320 = -475109.385173
  nChanged 7
		SP:Iteration 50Q (189086.850000 sec): 3 clusters
  Score: Raw -477861.550941 + Penalty 2746.036320 = -475115.514620
  nChanged 7
		SP:Iteration 51Q (189087.080000 sec): 3 clusters
  Score: Raw -477865.542039 + Penalty 2746.036320 = -475119.505718
  nChanged 3
		SP:Iteration 52Q (189087.220000 sec): 3 clusters
  Score: Raw -477867.930033 + Penalty 2746.036320 = -475121.893713
  nChanged 4
		SP:Iteration 53Q (189087.400000 sec): 3 clusters
  Score: Raw -477871.647845 + Penalty 2746.036320 = -475125.611524
  nChanged 7
		SP:Iteration 54Q (189087.580000 sec): 3 clusters
  Score: Raw -477877.556032 + Penalty 2746.036320 = -475131.519712
  nChanged 7
		SP:Iteration 55Q (189087.750000 sec): 3 clusters
  Score: Raw -477882.393972 + Penalty 2746.036320 = -475136.357652
  nChanged 5
		SP:Iteration 56Q (189087.930000 sec): 3 clusters
  Score: Raw -477885.578839 + Penalty 2746.036320 = -475139.542518
  nChanged 3
		SP:Iteration 57Q (189088.100000 sec): 3 clusters
  Score: Raw -477887.001802 + Penalty 2746.036320 = -475140.965482
  nChanged 0
		SP:Iteration 58F (189088.280000 sec): 3 clusters
  Score: Raw -477887.001802 + Penalty 2746.036320 = -475140.965482
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (4810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189088.370000 sec): 2 clusters
  Score: Raw -346155.989647 + Penalty 1377.748509 = -344778.241138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189088.550000 sec): 3 clusters
  Score: Raw -343644.643402 + Penalty 2755.497018 = -340889.146384
  nChanged 1945
		SP:Iteration 1F (189088.720000 sec): 3 clusters
  Score: Raw -344831.320540 + Penalty 2755.497018 = -342075.823522
  nChanged 423
		SP:Iteration 2F (189088.900000 sec): 3 clusters
  Score: Raw -345184.987668 + Penalty 2755.497018 = -342429.490650
  nChanged 370
		SP:Iteration 3F (189089.080000 sec): 3 clusters
  Score: Raw -345481.364832 + Penalty 2755.497018 = -342725.867814
  nChanged 318
		SP:Iteration 4F (189089.250000 sec): 3 clusters
  Score: Raw -345743.373376 + Penalty 2755.497018 = -342987.876358
  nChanged 275
		SP:Iteration 5F (189089.430000 sec): 3 clusters
  Score: Raw -345937.202850 + Penalty 2755.497018 = -343181.705832
  nChanged 199
		SP:Iteration 6Q (189089.650000 sec): 3 clusters
  Score: Raw -346083.082492 + Penalty 2755.497018 = -343327.585474
  nChanged 185
		SP:Iteration 7Q (189089.790000 sec): 3 clusters
  Score: Raw -346212.576754 + Penalty 2755.497018 = -343457.079736
  nChanged 135
		SP:Iteration 8Q (189090.010000 sec): 3 clusters
  Score: Raw -346296.447594 + Penalty 2755.497018 = -343540.950576
  nChanged 100
		SP:Iteration 9Q (189090.150000 sec): 3 clusters
  Score: Raw -346351.514103 + Penalty 2755.497018 = -343596.017085
  nChanged 89
		SP:Iteration 10Q (189090.370000 sec): 3 clusters
  Score: Raw -346397.522046 + Penalty 2755.497018 = -343642.025028
  nChanged 73
		SP:Iteration 11Q (189090.510000 sec): 3 clusters
  Score: Raw -346437.292250 + Penalty 2755.497018 = -343681.795232
  nChanged 67
		SP:Iteration 12Q (189090.740000 sec): 3 clusters
  Score: Raw -346472.477359 + Penalty 2755.497018 = -343716.980341
  nChanged 67
		SP:Iteration 13Q (189090.880000 sec): 3 clusters
  Score: Raw -346507.104504 + Penalty 2755.497018 = -343751.607486
  nChanged 54
		SP:Iteration 14Q (189091.110000 sec): 3 clusters
  Score: Raw -346536.372260 + Penalty 2755.497018 = -343780.875242
  nChanged 57
		SP:Iteration 15Q (189091.250000 sec): 3 clusters
  Score: Raw -346566.233641 + Penalty 2755.497018 = -343810.736623
  nChanged 46
		SP:Iteration 16Q (189091.480000 sec): 3 clusters
  Score: Raw -346591.172921 + Penalty 2755.497018 = -343835.675903
  nChanged 44
		SP:Iteration 17Q (189091.630000 sec): 3 clusters
  Score: Raw -346617.251991 + Penalty 2755.497018 = -343861.754973
  nChanged 52
		SP:Iteration 18Q (189091.850000 sec): 3 clusters
  Score: Raw -346643.305380 + Penalty 2755.497018 = -343887.808362
  nChanged 46
		SP:Iteration 19Q (189092.000000 sec): 3 clusters
  Score: Raw -346665.222114 + Penalty 2755.497018 = -343909.725096
  nChanged 33
		SP:Iteration 20F (189092.090000 sec): 3 clusters
  Score: Raw -346682.170386 + Penalty 2755.497018 = -343926.673368
  nChanged 31
		SP:Iteration 21Q (189092.180000 sec): 3 clusters
  Score: Raw -346699.896355 + Penalty 2755.497018 = -343944.399337
  nChanged 31
		SP:Iteration 22Q (189092.270000 sec): 3 clusters
  Score: Raw -346716.834018 + Penalty 2755.497018 = -343961.337000
  nChanged 17
		SP:Iteration 23Q (189092.400000 sec): 3 clusters
  Score: Raw -346726.173787 + Penalty 2755.497018 = -343970.676769
  nChanged 24
		SP:Iteration 24Q (189092.490000 sec): 3 clusters
  Score: Raw -346736.659329 + Penalty 2755.497018 = -343981.162311
  nChanged 15
		SP:Iteration 25Q (189092.580000 sec): 3 clusters
  Score: Raw -346742.623243 + Penalty 2755.497018 = -343987.126225
  nChanged 12
		SP:Iteration 26Q (189092.670000 sec): 3 clusters
  Score: Raw -346749.749317 + Penalty 2755.497018 = -343994.252299
  nChanged 22
		SP:Iteration 27Q (189092.760000 sec): 3 clusters
  Score: Raw -346764.269220 + Penalty 2755.497018 = -344008.772202
  nChanged 25
		SP:Iteration 28Q (189092.850000 sec): 3 clusters
  Score: Raw -346779.669925 + Penalty 2755.497018 = -344024.172907
  nChanged 23
		SP:Iteration 29Q (189092.940000 sec): 3 clusters
  Score: Raw -346792.115838 + Penalty 2755.497018 = -344036.618820
  nChanged 16
		SP:Iteration 30Q (189093.030000 sec): 3 clusters
  Score: Raw -346799.946160 + Penalty 2755.497018 = -344044.449142
  nChanged 14
		SP:Iteration 31Q (189093.120000 sec): 3 clusters
  Score: Raw -346805.064693 + Penalty 2755.497018 = -344049.567675
  nChanged 11
		SP:Iteration 32Q (189093.210000 sec): 3 clusters
  Score: Raw -346808.169401 + Penalty 2755.497018 = -344052.672383
  nChanged 12
		SP:Iteration 33Q (189093.300000 sec): 3 clusters
  Score: Raw -346814.174814 + Penalty 2755.497018 = -344058.677796
  nChanged 12
		SP:Iteration 34Q (189093.390000 sec): 3 clusters
  Score: Raw -346818.629949 + Penalty 2755.497018 = -344063.132931
  nChanged 9
		SP:Iteration 35Q (189093.490000 sec): 3 clusters
  Score: Raw -346821.870473 + Penalty 2755.497018 = -344066.373455
  nChanged 5
		SP:Iteration 36Q (189093.570000 sec): 3 clusters
  Score: Raw -346824.461006 + Penalty 2755.497018 = -344068.963988
  nChanged 7
		SP:Iteration 37Q (189093.670000 sec): 3 clusters
  Score: Raw -346825.603684 + Penalty 2755.497018 = -344070.106666
  nChanged 2
		SP:Iteration 38Q (189093.750000 sec): 3 clusters
  Score: Raw -346826.055896 + Penalty 2755.497018 = -344070.558878
  nChanged 2
		SP:Iteration 39Q (189093.850000 sec): 3 clusters
  Score: Raw -346826.591924 + Penalty 2755.497018 = -344071.094906
  nChanged 0
		SP:Iteration 40F (189093.940000 sec): 3 clusters
  Score: Raw -346826.591924 + Penalty 2755.497018 = -344071.094906
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (4439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189094.060000 sec): 2 clusters
  Score: Raw -306129.355629 + Penalty 1364.704966 = -304764.650663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189094.140000 sec): 3 clusters
  Score: Raw -303914.889566 + Penalty 2729.409932 = -301185.479634
  nChanged 1748
		SP:Iteration 1F (189094.230000 sec): 3 clusters
  Score: Raw -305040.737203 + Penalty 2729.409932 = -302311.327271
  nChanged 414
		SP:Iteration 2F (189094.310000 sec): 3 clusters
  Score: Raw -305377.611874 + Penalty 2729.409932 = -302648.201943
  nChanged 331
		SP:Iteration 3F (189094.400000 sec): 3 clusters
  Score: Raw -305630.700821 + Penalty 2729.409932 = -302901.290890
  nChanged 264
		SP:Iteration 4F (189094.480000 sec): 3 clusters
  Score: Raw -305856.922127 + Penalty 2729.409932 = -303127.512195
  nChanged 238
		SP:Iteration 5F (189094.570000 sec): 3 clusters
  Score: Raw -306047.733696 + Penalty 2729.409932 = -303318.323765
  nChanged 199
		SP:Iteration 6Q (189094.650000 sec): 3 clusters
  Score: Raw -306202.836112 + Penalty 2729.409932 = -303473.426181
  nChanged 165
		SP:Iteration 7Q (189094.740000 sec): 3 clusters
  Score: Raw -306304.374760 + Penalty 2729.409932 = -303574.964829
  nChanged 136
		SP:Iteration 8Q (189094.820000 sec): 3 clusters
  Score: Raw -306390.057397 + Penalty 2729.409932 = -303660.647465
  nChanged 129
		SP:Iteration 9Q (189094.910000 sec): 3 clusters
  Score: Raw -306462.874558 + Penalty 2729.409932 = -303733.464626
  nChanged 107
		SP:Iteration 10Q (189094.990000 sec): 3 clusters
  Score: Raw -306509.658693 + Penalty 2729.409932 = -303780.248761
  nChanged 78
		SP:Iteration 11Q (189095.080000 sec): 3 clusters
  Score: Raw -306548.378238 + Penalty 2729.409932 = -303818.968307
  nChanged 63
		SP:Iteration 12Q (189095.170000 sec): 3 clusters
  Score: Raw -306577.262181 + Penalty 2729.409932 = -303847.852250
  nChanged 57
		SP:Iteration 13Q (189095.250000 sec): 3 clusters
  Score: Raw -306601.333733 + Penalty 2729.409932 = -303871.923802
  nChanged 52
		SP:Iteration 14Q (189095.340000 sec): 3 clusters
  Score: Raw -306621.870133 + Penalty 2729.409932 = -303892.460201
  nChanged 50
		SP:Iteration 15Q (189095.420000 sec): 3 clusters
  Score: Raw -306642.399983 + Penalty 2729.409932 = -303912.990051
  nChanged 45
		SP:Iteration 16Q (189095.510000 sec): 3 clusters
  Score: Raw -306660.822228 + Penalty 2729.409932 = -303931.412296
  nChanged 45
		SP:Iteration 17Q (189095.590000 sec): 3 clusters
  Score: Raw -306681.002566 + Penalty 2729.409932 = -303951.592635
  nChanged 50
		SP:Iteration 18Q (189095.680000 sec): 3 clusters
  Score: Raw -306701.942550 + Penalty 2729.409932 = -303972.532618
  nChanged 45
		SP:Iteration 19Q (189095.760000 sec): 3 clusters
  Score: Raw -306714.699507 + Penalty 2729.409932 = -303985.289575
  nChanged 28
		SP:Iteration 20F (189095.850000 sec): 3 clusters
  Score: Raw -306723.463024 + Penalty 2729.409932 = -303994.053092
  nChanged 24
		SP:Iteration 21Q (189095.930000 sec): 3 clusters
  Score: Raw -306730.332821 + Penalty 2729.409932 = -304000.922890
  nChanged 18
		SP:Iteration 22Q (189096.020000 sec): 3 clusters
  Score: Raw -306734.645976 + Penalty 2729.409932 = -304005.236045
  nChanged 15
		SP:Iteration 23Q (189096.110000 sec): 3 clusters
  Score: Raw -306738.970208 + Penalty 2729.409932 = -304009.560276
  nChanged 18
		SP:Iteration 24Q (189096.190000 sec): 3 clusters
  Score: Raw -306744.399523 + Penalty 2729.409932 = -304014.989592
  nChanged 17
		SP:Iteration 25Q (189096.280000 sec): 3 clusters
  Score: Raw -306748.407889 + Penalty 2729.409932 = -304018.997958
  nChanged 12
		SP:Iteration 26Q (189096.360000 sec): 3 clusters
  Score: Raw -306750.265280 + Penalty 2729.409932 = -304020.855349
  nChanged 8
		SP:Iteration 27Q (189096.450000 sec): 3 clusters
  Score: Raw -306751.368893 + Penalty 2729.409932 = -304021.958961
  nChanged 6
		SP:Iteration 28Q (189096.570000 sec): 3 clusters
  Score: Raw -306752.729700 + Penalty 2729.409932 = -304023.319768
  nChanged 8
		SP:Iteration 29Q (189096.670000 sec): 3 clusters
  Score: Raw -306754.809463 + Penalty 2729.409932 = -304025.399531
  nChanged 13
		SP:Iteration 30Q (189096.760000 sec): 3 clusters
  Score: Raw -306759.251381 + Penalty 2729.409932 = -304029.841450
  nChanged 15
		SP:Iteration 31Q (189096.850000 sec): 3 clusters
  Score: Raw -306763.505800 + Penalty 2729.409932 = -304034.095869
  nChanged 13
		SP:Iteration 32Q (189096.930000 sec): 3 clusters
  Score: Raw -306767.324291 + Penalty 2729.409932 = -304037.914360
  nChanged 18
		SP:Iteration 33Q (189097.020000 sec): 3 clusters
  Score: Raw -306772.088899 + Penalty 2729.409932 = -304042.678967
  nChanged 14
		SP:Iteration 34Q (189097.110000 sec): 3 clusters
  Score: Raw -306775.783860 + Penalty 2729.409932 = -304046.373929
  nChanged 11
		SP:Iteration 35Q (189097.190000 sec): 3 clusters
  Score: Raw -306778.176341 + Penalty 2729.409932 = -304048.766410
  nChanged 10
		SP:Iteration 36Q (189097.370000 sec): 3 clusters
  Score: Raw -306780.645852 + Penalty 2729.409932 = -304051.235920
  nChanged 15
		SP:Iteration 37Q (189097.600000 sec): 3 clusters
  Score: Raw -306785.059445 + Penalty 2729.409932 = -304055.649514
  nChanged 14
		SP:Iteration 38Q (189097.740000 sec): 3 clusters
  Score: Raw -306788.710587 + Penalty 2729.409932 = -304059.300655
  nChanged 10
		SP:Iteration 39Q (189097.970000 sec): 3 clusters
  Score: Raw -306790.818350 + Penalty 2729.409932 = -304061.408419
  nChanged 10
		SP:Iteration 40F (189098.130000 sec): 3 clusters
  Score: Raw -306792.895526 + Penalty 2729.409932 = -304063.485594
  nChanged 7
		SP:Iteration 41Q (189098.350000 sec): 3 clusters
  Score: Raw -306794.093442 + Penalty 2729.409932 = -304064.683510
  nChanged 3
		SP:Iteration 42Q (189098.500000 sec): 3 clusters
  Score: Raw -306794.767512 + Penalty 2729.409932 = -304065.357580
  nChanged 5
		SP:Iteration 43Q (189098.720000 sec): 3 clusters
  Score: Raw -306795.361853 + Penalty 2729.409932 = -304065.951922
  nChanged 3
		SP:Iteration 44Q (189098.860000 sec): 3 clusters
  Score: Raw -306796.419933 + Penalty 2729.409932 = -304067.010002
  nChanged 4
		SP:Iteration 45Q (189099.100000 sec): 3 clusters
  Score: Raw -306797.466897 + Penalty 2729.409932 = -304068.056965
  nChanged 3
		SP:Iteration 46Q (189099.230000 sec): 3 clusters
  Score: Raw -306798.222090 + Penalty 2729.409932 = -304068.812159
  nChanged 3
		SP:Iteration 47Q (189099.410000 sec): 3 clusters
  Score: Raw -306798.814855 + Penalty 2729.409932 = -304069.404923
  nChanged 1
		SP:Iteration 48Q (189099.580000 sec): 3 clusters
  Score: Raw -306799.199244 + Penalty 2729.409932 = -304069.789312
  nChanged 1
		SP:Iteration 49Q (189099.760000 sec): 3 clusters
  Score: Raw -306799.598267 + Penalty 2729.409932 = -304070.188335
  nChanged 1
		SP:Iteration 50Q (189099.940000 sec): 3 clusters
  Score: Raw -306799.876134 + Penalty 2729.409932 = -304070.466203
  nChanged 1
		SP:Iteration 51Q (189100.110000 sec): 3 clusters
  Score: Raw -306800.101745 + Penalty 2729.409932 = -304070.691813
  nChanged 0
		SP:Iteration 52F (189100.290000 sec): 3 clusters
  Score: Raw -306800.101745 + Penalty 2729.409932 = -304070.691813
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (2466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189100.360000 sec): 2 clusters
  Score: Raw -207218.874132 + Penalty 1269.182311 = -205949.691821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189100.540000 sec): 3 clusters
  Score: Raw -206060.990828 + Penalty 2538.364622 = -203522.626206
  nChanged 951
		SP:Iteration 1F (189100.680000 sec): 3 clusters
  Score: Raw -206697.603465 + Penalty 2538.364622 = -204159.238843
  nChanged 248
		SP:Iteration 2F (189100.730000 sec): 3 clusters
  Score: Raw -206911.434667 + Penalty 2538.364622 = -204373.070044
  nChanged 142
		SP:Iteration 3F (189100.770000 sec): 3 clusters
  Score: Raw -207037.825203 + Penalty 2538.364622 = -204499.460581
  nChanged 143
		SP:Iteration 4F (189100.820000 sec): 3 clusters
  Score: Raw -207163.110385 + Penalty 2538.364622 = -204624.745763
  nChanged 110
		SP:Iteration 5Q (189100.860000 sec): 3 clusters
  Score: Raw -207252.644179 + Penalty 2538.364622 = -204714.279557
  nChanged 88
		SP:Iteration 6Q (189100.910000 sec): 3 clusters
  Score: Raw -207319.027925 + Penalty 2538.364622 = -204780.663303
  nChanged 72
		SP:Iteration 7Q (189100.950000 sec): 3 clusters
  Score: Raw -207375.422997 + Penalty 2538.364622 = -204837.058374
  nChanged 64
		SP:Iteration 8Q (189101.000000 sec): 3 clusters
  Score: Raw -207433.403412 + Penalty 2538.364622 = -204895.038790
  nChanged 71
		SP:Iteration 9Q (189101.040000 sec): 3 clusters
  Score: Raw -207498.391122 + Penalty 2538.364622 = -204960.026500
  nChanged 56
		SP:Iteration 10Q (189101.090000 sec): 3 clusters
  Score: Raw -207550.830080 + Penalty 2538.364622 = -205012.465457
  nChanged 46
		SP:Iteration 11Q (189101.130000 sec): 3 clusters
  Score: Raw -207594.343155 + Penalty 2538.364622 = -205055.978532
  nChanged 38
		SP:Iteration 12Q (189101.180000 sec): 3 clusters
  Score: Raw -207628.299927 + Penalty 2538.364622 = -205089.935305
  nChanged 39
		SP:Iteration 13Q (189101.220000 sec): 3 clusters
  Score: Raw -207664.603642 + Penalty 2538.364622 = -205126.239020
  nChanged 46
		SP:Iteration 14Q (189101.270000 sec): 3 clusters
  Score: Raw -207714.808082 + Penalty 2538.364622 = -205176.443460
  nChanged 47
		SP:Iteration 15Q (189101.320000 sec): 3 clusters
  Score: Raw -207762.447755 + Penalty 2538.364622 = -205224.083132
  nChanged 31
		SP:Iteration 16Q (189101.360000 sec): 3 clusters
  Score: Raw -207792.230834 + Penalty 2538.364622 = -205253.866212
  nChanged 34
		SP:Iteration 17Q (189101.400000 sec): 3 clusters
  Score: Raw -207815.575654 + Penalty 2538.364622 = -205277.211031
  nChanged 34
		SP:Iteration 18Q (189101.450000 sec): 3 clusters
  Score: Raw -207842.270879 + Penalty 2538.364622 = -205303.906256
  nChanged 36
		SP:Iteration 19Q (189101.500000 sec): 3 clusters
  Score: Raw -207864.134251 + Penalty 2538.364622 = -205325.769629
  nChanged 21
		SP:Iteration 20F (189101.540000 sec): 3 clusters
  Score: Raw -207883.901634 + Penalty 2538.364622 = -205345.537012
  nChanged 19
		SP:Iteration 21Q (189101.580000 sec): 3 clusters
  Score: Raw -207900.626738 + Penalty 2538.364622 = -205362.262115
  nChanged 23
		SP:Iteration 22Q (189101.630000 sec): 3 clusters
  Score: Raw -207925.401818 + Penalty 2538.364622 = -205387.037196
  nChanged 28
		SP:Iteration 23Q (189101.680000 sec): 3 clusters
  Score: Raw -207948.399700 + Penalty 2538.364622 = -205410.035077
  nChanged 24
		SP:Iteration 24Q (189101.720000 sec): 3 clusters
  Score: Raw -207962.173544 + Penalty 2538.364622 = -205423.808922
  nChanged 21
		SP:Iteration 25Q (189101.760000 sec): 3 clusters
  Score: Raw -207975.438982 + Penalty 2538.364622 = -205437.074360
  nChanged 17
		SP:Iteration 26Q (189101.810000 sec): 3 clusters
  Score: Raw -207984.902959 + Penalty 2538.364622 = -205446.538337
  nChanged 20
		SP:Iteration 27Q (189101.860000 sec): 3 clusters
  Score: Raw -207998.378017 + Penalty 2538.364622 = -205460.013395
  nChanged 22
		SP:Iteration 28Q (189101.900000 sec): 3 clusters
  Score: Raw -208015.045766 + Penalty 2538.364622 = -205476.681144
  nChanged 19
		SP:Iteration 29Q (189101.940000 sec): 3 clusters
  Score: Raw -208031.005702 + Penalty 2538.364622 = -205492.641079
  nChanged 23
		SP:Iteration 30Q (189101.990000 sec): 3 clusters
  Score: Raw -208044.254173 + Penalty 2538.364622 = -205505.889551
  nChanged 15
		SP:Iteration 31Q (189102.040000 sec): 3 clusters
  Score: Raw -208053.639859 + Penalty 2538.364622 = -205515.275237
  nChanged 12
		SP:Iteration 32Q (189102.080000 sec): 3 clusters
  Score: Raw -208058.913053 + Penalty 2538.364622 = -205520.548431
  nChanged 11
		SP:Iteration 33Q (189102.130000 sec): 3 clusters
  Score: Raw -208065.685219 + Penalty 2538.364622 = -205527.320597
  nChanged 11
		SP:Iteration 34Q (189102.170000 sec): 3 clusters
  Score: Raw -208073.564095 + Penalty 2538.364622 = -205535.199473
  nChanged 12
		SP:Iteration 35Q (189102.220000 sec): 3 clusters
  Score: Raw -208078.350741 + Penalty 2538.364622 = -205539.986119
  nChanged 6
		SP:Iteration 36Q (189102.260000 sec): 3 clusters
  Score: Raw -208081.808858 + Penalty 2538.364622 = -205543.444236
  nChanged 8
		SP:Iteration 37Q (189102.310000 sec): 3 clusters
  Score: Raw -208086.142793 + Penalty 2538.364622 = -205547.778171
  nChanged 5
		SP:Iteration 38Q (189102.350000 sec): 3 clusters
  Score: Raw -208088.074288 + Penalty 2538.364622 = -205549.709666
  nChanged 0
		SP:Iteration 39F (189102.400000 sec): 3 clusters
  Score: Raw -208088.074288 + Penalty 2538.364622 = -205549.709666
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (2800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189102.490000 sec): 2 clusters
  Score: Raw -214412.503301 + Penalty 1289.823388 = -213122.679913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189102.670000 sec): 3 clusters
  Score: Raw -213121.277051 + Penalty 2579.646776 = -210541.630275
  nChanged 1020
		SP:Iteration 1F (189102.840000 sec): 3 clusters
  Score: Raw -213809.795074 + Penalty 2579.646776 = -211230.148298
  nChanged 238
		SP:Iteration 2F (189103.020000 sec): 3 clusters
  Score: Raw -214009.468099 + Penalty 2579.646776 = -211429.821323
  nChanged 181
		SP:Iteration 3F (189103.200000 sec): 3 clusters
  Score: Raw -214171.154013 + Penalty 2579.646776 = -211591.507237
  nChanged 137
		SP:Iteration 4Q (189103.370000 sec): 3 clusters
  Score: Raw -214302.560340 + Penalty 2579.646776 = -211722.913564
  nChanged 143
		SP:Iteration 5F (189103.550000 sec): 3 clusters
  Score: Raw -214422.273162 + Penalty 2579.646776 = -211842.626386
  nChanged 106
		SP:Iteration 6Q (189103.720000 sec): 3 clusters
  Score: Raw -214504.182623 + Penalty 2579.646776 = -211924.535846
  nChanged 81
		SP:Iteration 7Q (189103.900000 sec): 3 clusters
  Score: Raw -214565.714176 + Penalty 2579.646776 = -211986.067400
  nChanged 63
		SP:Iteration 8Q (189104.080000 sec): 3 clusters
  Score: Raw -214601.323685 + Penalty 2579.646776 = -212021.676908
  nChanged 56
		SP:Iteration 9Q (189104.250000 sec): 3 clusters
  Score: Raw -214628.960806 + Penalty 2579.646776 = -212049.314029
  nChanged 47
		SP:Iteration 10Q (189104.430000 sec): 3 clusters
  Score: Raw -214656.232950 + Penalty 2579.646776 = -212076.586174
  nChanged 34
		SP:Iteration 11Q (189104.600000 sec): 3 clusters
  Score: Raw -214679.925661 + Penalty 2579.646776 = -212100.278884
  nChanged 45
		SP:Iteration 12Q (189104.780000 sec): 3 clusters
  Score: Raw -214707.487496 + Penalty 2579.646776 = -212127.840719
  nChanged 39
		SP:Iteration 13Q (189104.950000 sec): 3 clusters
  Score: Raw -214732.528423 + Penalty 2579.646776 = -212152.881647
  nChanged 42
		SP:Iteration 14Q (189105.080000 sec): 3 clusters
  Score: Raw -214759.234739 + Penalty 2579.646776 = -212179.587963
  nChanged 45
		SP:Iteration 15Q (189105.260000 sec): 3 clusters
  Score: Raw -214784.386419 + Penalty 2579.646776 = -212204.739643
  nChanged 43
		SP:Iteration 16Q (189105.440000 sec): 3 clusters
  Score: Raw -214807.285164 + Penalty 2579.646776 = -212227.638388
  nChanged 28
		SP:Iteration 17Q (189105.610000 sec): 3 clusters
  Score: Raw -214821.882319 + Penalty 2579.646776 = -212242.235543
  nChanged 25
		SP:Iteration 18Q (189105.790000 sec): 3 clusters
  Score: Raw -214835.175467 + Penalty 2579.646776 = -212255.528691
  nChanged 24
		SP:Iteration 19Q (189105.960000 sec): 3 clusters
  Score: Raw -214848.747178 + Penalty 2579.646776 = -212269.100402
  nChanged 27
		SP:Iteration 20F (189106.140000 sec): 3 clusters
  Score: Raw -214863.595673 + Penalty 2579.646776 = -212283.948897
  nChanged 27
		SP:Iteration 21Q (189106.320000 sec): 3 clusters
  Score: Raw -214880.858005 + Penalty 2579.646776 = -212301.211229
  nChanged 32
		SP:Iteration 22Q (189106.490000 sec): 3 clusters
  Score: Raw -214901.502630 + Penalty 2579.646776 = -212321.855854
  nChanged 26
		SP:Iteration 23Q (189106.670000 sec): 3 clusters
  Score: Raw -214913.960846 + Penalty 2579.646776 = -212334.314070
  nChanged 24
		SP:Iteration 24Q (189106.840000 sec): 3 clusters
  Score: Raw -214922.827650 + Penalty 2579.646776 = -212343.180874
  nChanged 20
		SP:Iteration 25Q (189107.020000 sec): 3 clusters
  Score: Raw -214932.613291 + Penalty 2579.646776 = -212352.966514
  nChanged 19
		SP:Iteration 26Q (189107.200000 sec): 3 clusters
  Score: Raw -214942.698933 + Penalty 2579.646776 = -212363.052157
  nChanged 17
		SP:Iteration 27Q (189107.370000 sec): 3 clusters
  Score: Raw -214948.699438 + Penalty 2579.646776 = -212369.052662
  nChanged 10
		SP:Iteration 28Q (189107.550000 sec): 3 clusters
  Score: Raw -214952.942822 + Penalty 2579.646776 = -212373.296046
  nChanged 10
		SP:Iteration 29Q (189107.720000 sec): 3 clusters
  Score: Raw -214955.685834 + Penalty 2579.646776 = -212376.039058
  nChanged 2
		SP:Iteration 30Q (189107.900000 sec): 3 clusters
  Score: Raw -214956.895458 + Penalty 2579.646776 = -212377.248682
  nChanged 3
		SP:Iteration 31Q (189108.080000 sec): 3 clusters
  Score: Raw -214958.909386 + Penalty 2579.646776 = -212379.262609
  nChanged 7
		SP:Iteration 32Q (189108.250000 sec): 3 clusters
  Score: Raw -214961.235087 + Penalty 2579.646776 = -212381.588311
  nChanged 5
		SP:Iteration 33Q (189108.430000 sec): 3 clusters
  Score: Raw -214963.628357 + Penalty 2579.646776 = -212383.981581
  nChanged 5
		SP:Iteration 34Q (189108.600000 sec): 3 clusters
  Score: Raw -214966.256720 + Penalty 2579.646776 = -212386.609944
  nChanged 4
		SP:Iteration 35Q (189108.780000 sec): 3 clusters
  Score: Raw -214967.765282 + Penalty 2579.646776 = -212388.118506
  nChanged 1
		SP:Iteration 36Q (189108.960000 sec): 3 clusters
  Score: Raw -214967.914829 + Penalty 2579.646776 = -212388.268053
  nChanged 0
		SP:Iteration 37F (189109.130000 sec): 3 clusters
  Score: Raw -214967.914829 + Penalty 2579.646776 = -212388.268053
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (5062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189109.260000 sec): 2 clusters
  Score: Raw -415913.237625 + Penalty 1386.046503 = -414527.191122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189109.500000 sec): 3 clusters
  Score: Raw -413352.362437 + Penalty 2772.093006 = -410580.269431
  nChanged 2048
		SP:Iteration 1F (189109.640000 sec): 3 clusters
  Score: Raw -414596.107623 + Penalty 2772.093006 = -411824.014617
  nChanged 402
		SP:Iteration 2F (189109.820000 sec): 3 clusters
  Score: Raw -414865.844267 + Penalty 2772.093006 = -412093.751261
  nChanged 330
		SP:Iteration 3F (189110.000000 sec): 3 clusters
  Score: Raw -415100.044759 + Penalty 2772.093006 = -412327.951753
  nChanged 286
		SP:Iteration 4F (189110.170000 sec): 3 clusters
  Score: Raw -415290.179800 + Penalty 2772.093006 = -412518.086794
  nChanged 233
		SP:Iteration 5Q (189110.350000 sec): 3 clusters
  Score: Raw -415423.946471 + Penalty 2772.093006 = -412651.853465
  nChanged 194
		SP:Iteration 6Q (189110.520000 sec): 3 clusters
  Score: Raw -415533.554851 + Penalty 2772.093006 = -412761.461845
  nChanged 165
		SP:Iteration 7Q (189110.720000 sec): 3 clusters
  Score: Raw -415625.096934 + Penalty 2772.093006 = -412853.003929
  nChanged 125
		SP:Iteration 8Q (189110.920000 sec): 3 clusters
  Score: Raw -415688.021254 + Penalty 2772.093006 = -412915.928248
  nChanged 111
		SP:Iteration 9Q (189111.100000 sec): 3 clusters
  Score: Raw -415733.868960 + Penalty 2772.093006 = -412961.775954
  nChanged 97
		SP:Iteration 10Q (189111.270000 sec): 3 clusters
  Score: Raw -415775.825636 + Penalty 2772.093006 = -413003.732630
  nChanged 82
		SP:Iteration 11Q (189111.450000 sec): 3 clusters
  Score: Raw -415812.180852 + Penalty 2772.093006 = -413040.087846
  nChanged 74
		SP:Iteration 12Q (189111.620000 sec): 3 clusters
  Score: Raw -415847.088146 + Penalty 2772.093006 = -413074.995140
  nChanged 89
		SP:Iteration 13Q (189111.800000 sec): 3 clusters
  Score: Raw -415890.298334 + Penalty 2772.093006 = -413118.205328
  nChanged 80
		SP:Iteration 14Q (189111.980000 sec): 3 clusters
  Score: Raw -415929.139813 + Penalty 2772.093006 = -413157.046807
  nChanged 71
		SP:Iteration 15Q (189112.180000 sec): 3 clusters
  Score: Raw -415960.213731 + Penalty 2772.093006 = -413188.120725
  nChanged 64
		SP:Iteration 16Q (189112.370000 sec): 3 clusters
  Score: Raw -415987.425299 + Penalty 2772.093006 = -413215.332293
  nChanged 58
		SP:Iteration 17Q (189112.550000 sec): 3 clusters
  Score: Raw -416008.672310 + Penalty 2772.093006 = -413236.579304
  nChanged 45
		SP:Iteration 18Q (189112.720000 sec): 3 clusters
  Score: Raw -416026.545537 + Penalty 2772.093006 = -413254.452531
  nChanged 41
		SP:Iteration 19Q (189112.900000 sec): 3 clusters
  Score: Raw -416042.203148 + Penalty 2772.093006 = -413270.110142
  nChanged 37
		SP:Iteration 20F (189113.070000 sec): 3 clusters
  Score: Raw -416055.224116 + Penalty 2772.093006 = -413283.131111
  nChanged 38
		SP:Iteration 21Q (189113.250000 sec): 3 clusters
  Score: Raw -416069.970965 + Penalty 2772.093006 = -413297.877959
  nChanged 36
		SP:Iteration 22Q (189113.470000 sec): 3 clusters
  Score: Raw -416085.014523 + Penalty 2772.093006 = -413312.921517
  nChanged 41
		SP:Iteration 23Q (189113.620000 sec): 3 clusters
  Score: Raw -416100.206425 + Penalty 2772.093006 = -413328.113419
  nChanged 33
		SP:Iteration 24Q (189113.800000 sec): 3 clusters
  Score: Raw -416113.374026 + Penalty 2772.093006 = -413341.281020
  nChanged 36
		SP:Iteration 25Q (189113.970000 sec): 3 clusters
  Score: Raw -416125.535682 + Penalty 2772.093006 = -413353.442676
  nChanged 30
		SP:Iteration 26Q (189114.150000 sec): 3 clusters
  Score: Raw -416133.890895 + Penalty 2772.093006 = -413361.797889
  nChanged 28
		SP:Iteration 27Q (189114.320000 sec): 3 clusters
  Score: Raw -416141.419424 + Penalty 2772.093006 = -413369.326419
  nChanged 30
		SP:Iteration 28Q (189114.500000 sec): 3 clusters
  Score: Raw -416152.094650 + Penalty 2772.093006 = -413380.001644
  nChanged 25
		SP:Iteration 29Q (189114.680000 sec): 3 clusters
  Score: Raw -416163.105349 + Penalty 2772.093006 = -413391.012344
  nChanged 23
		SP:Iteration 30Q (189114.870000 sec): 3 clusters
  Score: Raw -416170.932948 + Penalty 2772.093006 = -413398.839942
  nChanged 20
		SP:Iteration 31Q (189114.970000 sec): 3 clusters
  Score: Raw -416175.763487 + Penalty 2772.093006 = -413403.670481
  nChanged 12
		SP:Iteration 32Q (189115.060000 sec): 3 clusters
  Score: Raw -416178.920613 + Penalty 2772.093006 = -413406.827607
  nChanged 16
		SP:Iteration 33Q (189115.150000 sec): 3 clusters
  Score: Raw -416183.101266 + Penalty 2772.093006 = -413411.008260
  nChanged 10
		SP:Iteration 34Q (189115.250000 sec): 3 clusters
  Score: Raw -416185.463397 + Penalty 2772.093006 = -413413.370392
  nChanged 10
		SP:Iteration 35Q (189115.340000 sec): 3 clusters
  Score: Raw -416187.744466 + Penalty 2772.093006 = -413415.651460
  nChanged 11
		SP:Iteration 36Q (189115.430000 sec): 3 clusters
  Score: Raw -416189.582685 + Penalty 2772.093006 = -413417.489680
  nChanged 2
		SP:Iteration 37Q (189115.520000 sec): 3 clusters
  Score: Raw -416189.766136 + Penalty 2772.093006 = -413417.673130
  nChanged 2
		SP:Iteration 38Q (189115.620000 sec): 3 clusters
  Score: Raw -416189.960840 + Penalty 2772.093006 = -413417.867834
  nChanged 1
		SP:Iteration 39Q (189115.820000 sec): 3 clusters
  Score: Raw -416190.042519 + Penalty 2772.093006 = -413417.949513
  nChanged 1
		SP:Iteration 40F (189115.990000 sec): 3 clusters
  Score: Raw -416190.228150 + Penalty 2772.093006 = -413418.135144
  nChanged 1
		SP:Iteration 41Q (189116.170000 sec): 3 clusters
  Score: Raw -416190.472645 + Penalty 2772.093006 = -413418.379639
  nChanged 3
		SP:Iteration 42Q (189116.340000 sec): 3 clusters
  Score: Raw -416191.012917 + Penalty 2772.093006 = -413418.919911
  nChanged 1
		SP:Iteration 43Q (189116.520000 sec): 3 clusters
  Score: Raw -416191.269635 + Penalty 2772.093006 = -413419.176629
  nChanged 1
		SP:Iteration 44Q (189116.690000 sec): 3 clusters
  Score: Raw -416191.433816 + Penalty 2772.093006 = -413419.340810
  nChanged 2
		SP:Iteration 45Q (189116.870000 sec): 3 clusters
  Score: Raw -416192.146200 + Penalty 2772.093006 = -413420.053194
  nChanged 5
		SP:Iteration 46Q (189117.040000 sec): 3 clusters
  Score: Raw -416192.763468 + Penalty 2772.093006 = -413420.670462
  nChanged 2
		SP:Iteration 47Q (189117.220000 sec): 3 clusters
  Score: Raw -416192.968564 + Penalty 2772.093006 = -413420.875558
  nChanged 1
		SP:Iteration 48Q (189117.400000 sec): 3 clusters
  Score: Raw -416193.089195 + Penalty 2772.093006 = -413420.996190
  nChanged 0
		SP:Iteration 49F (189117.570000 sec): 3 clusters
  Score: Raw -416193.089195 + Penalty 2772.093006 = -413420.996190
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (6838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189117.680000 sec): 2 clusters
  Score: Raw -596401.730148 + Penalty 1434.915718 = -594966.814430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189117.940000 sec): 3 clusters
  Score: Raw -592693.517828 + Penalty 2869.831435 = -589823.686393
  nChanged 2862
		SP:Iteration 1F (189118.150000 sec): 3 clusters
  Score: Raw -594433.385720 + Penalty 2869.831435 = -591563.554284
  nChanged 545
		SP:Iteration 2F (189118.350000 sec): 3 clusters
  Score: Raw -594812.534746 + Penalty 2869.831435 = -591942.703311
  nChanged 460
		SP:Iteration 3F (189118.560000 sec): 3 clusters
  Score: Raw -595155.855623 + Penalty 2869.831435 = -592286.024187
  nChanged 409
		SP:Iteration 4F (189118.810000 sec): 3 clusters
  Score: Raw -595448.281358 + Penalty 2869.831435 = -592578.449923
  nChanged 378
		SP:Iteration 5F (189118.970000 sec): 3 clusters
  Score: Raw -595682.730823 + Penalty 2869.831435 = -592812.899388
  nChanged 299
		SP:Iteration 6Q (189119.180000 sec): 3 clusters
  Score: Raw -595858.464536 + Penalty 2869.831435 = -592988.633100
  nChanged 261
		SP:Iteration 7Q (189119.390000 sec): 3 clusters
  Score: Raw -596019.166657 + Penalty 2869.831435 = -593149.335222
  nChanged 200
		SP:Iteration 8Q (189119.600000 sec): 3 clusters
  Score: Raw -596160.346894 + Penalty 2869.831435 = -593290.515459
  nChanged 196
		SP:Iteration 9Q (189119.800000 sec): 3 clusters
  Score: Raw -596300.832583 + Penalty 2869.831435 = -593431.001147
  nChanged 178
		SP:Iteration 10Q (189120.010000 sec): 3 clusters
  Score: Raw -596416.320824 + Penalty 2869.831435 = -593546.489389
  nChanged 159
		SP:Iteration 11Q (189120.210000 sec): 3 clusters
  Score: Raw -596522.565179 + Penalty 2869.831435 = -593652.733744
  nChanged 133
		SP:Iteration 12Q (189120.420000 sec): 3 clusters
  Score: Raw -596602.620099 + Penalty 2869.831435 = -593732.788663
  nChanged 110
		SP:Iteration 13Q (189120.620000 sec): 3 clusters
  Score: Raw -596669.965075 + Penalty 2869.831435 = -593800.133639
  nChanged 98
		SP:Iteration 14Q (189120.830000 sec): 3 clusters
  Score: Raw -596718.264582 + Penalty 2869.831435 = -593848.433147
  nChanged 70
		SP:Iteration 15Q (189121.040000 sec): 3 clusters
  Score: Raw -596752.979434 + Penalty 2869.831435 = -593883.147999
  nChanged 56
		SP:Iteration 16Q (189121.240000 sec): 3 clusters
  Score: Raw -596783.565867 + Penalty 2869.831435 = -593913.734431
  nChanged 60
		SP:Iteration 17Q (189121.450000 sec): 3 clusters
  Score: Raw -596810.829740 + Penalty 2869.831435 = -593940.998305
  nChanged 34
		SP:Iteration 18Q (189121.650000 sec): 3 clusters
  Score: Raw -596832.344284 + Penalty 2869.831435 = -593962.512849
  nChanged 35
		SP:Iteration 19Q (189121.860000 sec): 3 clusters
  Score: Raw -596850.661000 + Penalty 2869.831435 = -593980.829564
  nChanged 34
		SP:Iteration 20F (189122.060000 sec): 3 clusters
  Score: Raw -596866.992317 + Penalty 2869.831435 = -593997.160882
  nChanged 30
		SP:Iteration 21Q (189122.270000 sec): 3 clusters
  Score: Raw -596881.402785 + Penalty 2869.831435 = -594011.571350
  nChanged 19
		SP:Iteration 22Q (189122.470000 sec): 3 clusters
  Score: Raw -596889.380386 + Penalty 2869.831435 = -594019.548951
  nChanged 16
		SP:Iteration 23Q (189122.680000 sec): 3 clusters
  Score: Raw -596898.753686 + Penalty 2869.831435 = -594028.922251
  nChanged 20
		SP:Iteration 24Q (189122.880000 sec): 3 clusters
  Score: Raw -596908.947748 + Penalty 2869.831435 = -594039.116312
  nChanged 25
		SP:Iteration 25Q (189123.090000 sec): 3 clusters
  Score: Raw -596919.174900 + Penalty 2869.831435 = -594049.343465
  nChanged 25
		SP:Iteration 26Q (189123.300000 sec): 3 clusters
  Score: Raw -596930.454518 + Penalty 2869.831435 = -594060.623082
  nChanged 22
		SP:Iteration 27Q (189123.500000 sec): 3 clusters
  Score: Raw -596944.006058 + Penalty 2869.831435 = -594074.174623
  nChanged 20
		SP:Iteration 28Q (189123.690000 sec): 3 clusters
  Score: Raw -596953.691064 + Penalty 2869.831435 = -594083.859629
  nChanged 18
		SP:Iteration 29Q (189123.800000 sec): 3 clusters
  Score: Raw -596962.646401 + Penalty 2869.831435 = -594092.814966
  nChanged 17
		SP:Iteration 30Q (189123.990000 sec): 3 clusters
  Score: Raw -596972.156527 + Penalty 2869.831435 = -594102.325092
  nChanged 18
		SP:Iteration 31Q (189124.200000 sec): 3 clusters
  Score: Raw -596980.630886 + Penalty 2869.831435 = -594110.799451
  nChanged 10
		SP:Iteration 32Q (189124.420000 sec): 3 clusters
  Score: Raw -596986.017155 + Penalty 2869.831435 = -594116.185720
  nChanged 10
		SP:Iteration 33Q (189124.630000 sec): 3 clusters
  Score: Raw -596990.435663 + Penalty 2869.831435 = -594120.604228
  nChanged 7
		SP:Iteration 34Q (189124.840000 sec): 3 clusters
  Score: Raw -596992.257577 + Penalty 2869.831435 = -594122.426142
  nChanged 7
		SP:Iteration 35Q (189125.040000 sec): 3 clusters
  Score: Raw -596995.257981 + Penalty 2869.831435 = -594125.426546
  nChanged 9
		SP:Iteration 36Q (189125.250000 sec): 3 clusters
  Score: Raw -596997.984649 + Penalty 2869.831435 = -594128.153214
  nChanged 2
		SP:Iteration 37Q (189125.450000 sec): 3 clusters
  Score: Raw -596998.793014 + Penalty 2869.831435 = -594128.961579
  nChanged 2
		SP:Iteration 38Q (189125.640000 sec): 3 clusters
  Score: Raw -597000.041679 + Penalty 2869.831435 = -594130.210244
  nChanged 8
		SP:Iteration 39Q (189125.750000 sec): 3 clusters
  Score: Raw -597003.412178 + Penalty 2869.831435 = -594133.580743
  nChanged 8
		SP:Iteration 40F (189125.860000 sec): 3 clusters
  Score: Raw -597006.997864 + Penalty 2869.831435 = -594137.166429
  nChanged 13
		SP:Iteration 41Q (189125.980000 sec): 3 clusters
  Score: Raw -597014.055496 + Penalty 2869.831435 = -594144.224061
  nChanged 14
		SP:Iteration 42Q (189126.090000 sec): 3 clusters
  Score: Raw -597018.874465 + Penalty 2869.831435 = -594149.043030
  nChanged 10
		SP:Iteration 43Q (189126.190000 sec): 3 clusters
  Score: Raw -597021.740197 + Penalty 2869.831435 = -594151.908762
  nChanged 4
		SP:Iteration 44Q (189126.300000 sec): 3 clusters
  Score: Raw -597023.560053 + Penalty 2869.831435 = -594153.728617
  nChanged 5
		SP:Iteration 45Q (189126.400000 sec): 3 clusters
  Score: Raw -597025.011153 + Penalty 2869.831435 = -594155.179718
  nChanged 4
		SP:Iteration 46Q (189126.520000 sec): 3 clusters
  Score: Raw -597026.265238 + Penalty 2869.831435 = -594156.433802
  nChanged 3
		SP:Iteration 47Q (189126.700000 sec): 3 clusters
  Score: Raw -597027.026561 + Penalty 2869.831435 = -594157.195126
  nChanged 5
		SP:Iteration 48Q (189126.910000 sec): 3 clusters
  Score: Raw -597028.629820 + Penalty 2869.831435 = -594158.798384
  nChanged 4
		SP:Iteration 49Q (189127.120000 sec): 3 clusters
  Score: Raw -597029.823335 + Penalty 2869.831435 = -594159.991900
  nChanged 1
		SP:Iteration 50Q (189127.320000 sec): 3 clusters
  Score: Raw -597029.984272 + Penalty 2869.831435 = -594160.152837
  nChanged 0
		SP:Iteration 51F (189127.530000 sec): 3 clusters
  Score: Raw -597029.984272 + Penalty 2869.831435 = -594160.152837
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (3766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189127.630000 sec): 2 clusters
  Score: Raw -324258.372070 + Penalty 1337.987415 = -322920.384655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189127.800000 sec): 3 clusters
  Score: Raw -322373.747924 + Penalty 2675.974830 = -319697.773094
  nChanged 1451
		SP:Iteration 1F (189127.980000 sec): 3 clusters
  Score: Raw -323315.831770 + Penalty 2675.974830 = -320639.856940
  nChanged 363
		SP:Iteration 2F (189128.160000 sec): 3 clusters
  Score: Raw -323668.118600 + Penalty 2675.974830 = -320992.143770
  nChanged 303
		SP:Iteration 3F (189128.330000 sec): 3 clusters
  Score: Raw -323946.198085 + Penalty 2675.974830 = -321270.223255
  nChanged 283
		SP:Iteration 4F (189128.510000 sec): 3 clusters
  Score: Raw -324223.687825 + Penalty 2675.974830 = -321547.712995
  nChanged 216
		SP:Iteration 5F (189128.680000 sec): 3 clusters
  Score: Raw -324408.763445 + Penalty 2675.974830 = -321732.788615
  nChanged 179
		SP:Iteration 6Q (189128.860000 sec): 3 clusters
  Score: Raw -324557.073738 + Penalty 2675.974830 = -321881.098907
  nChanged 139
		SP:Iteration 7Q (189129.030000 sec): 3 clusters
  Score: Raw -324656.688152 + Penalty 2675.974830 = -321980.713321
  nChanged 89
		SP:Iteration 8Q (189129.210000 sec): 3 clusters
  Score: Raw -324723.863478 + Penalty 2675.974830 = -322047.888648
  nChanged 92
		SP:Iteration 9Q (189129.380000 sec): 3 clusters
  Score: Raw -324798.783407 + Penalty 2675.974830 = -322122.808576
  nChanged 83
		SP:Iteration 10Q (189129.560000 sec): 3 clusters
  Score: Raw -324849.734377 + Penalty 2675.974830 = -322173.759547
  nChanged 63
		SP:Iteration 11Q (189129.740000 sec): 3 clusters
  Score: Raw -324874.178048 + Penalty 2675.974830 = -322198.203218
  nChanged 33
		SP:Iteration 12Q (189129.910000 sec): 3 clusters
  Score: Raw -324887.890723 + Penalty 2675.974830 = -322211.915893
  nChanged 36
		SP:Iteration 13Q (189130.090000 sec): 3 clusters
  Score: Raw -324897.950388 + Penalty 2675.974830 = -322221.975557
  nChanged 20
		SP:Iteration 14Q (189130.260000 sec): 3 clusters
  Score: Raw -324903.493941 + Penalty 2675.974830 = -322227.519110
  nChanged 17
		SP:Iteration 15Q (189130.440000 sec): 3 clusters
  Score: Raw -324908.381978 + Penalty 2675.974830 = -322232.407148
  nChanged 15
		SP:Iteration 16Q (189130.620000 sec): 3 clusters
  Score: Raw -324911.383607 + Penalty 2675.974830 = -322235.408776
  nChanged 8
		SP:Iteration 17Q (189130.790000 sec): 3 clusters
  Score: Raw -324913.666394 + Penalty 2675.974830 = -322237.691564
  nChanged 7
		SP:Iteration 18Q (189130.970000 sec): 3 clusters
  Score: Raw -324915.051652 + Penalty 2675.974830 = -322239.076821
  nChanged 7
		SP:Iteration 19Q (189131.140000 sec): 3 clusters
  Score: Raw -324917.350237 + Penalty 2675.974830 = -322241.375406
  nChanged 11
		SP:Iteration 20F (189131.320000 sec): 3 clusters
  Score: Raw -324921.172231 + Penalty 2675.974830 = -322245.197401
  nChanged 8
		SP:Iteration 21Q (189131.500000 sec): 3 clusters
  Score: Raw -324923.136874 + Penalty 2675.974830 = -322247.162043
  nChanged 4
		SP:Iteration 22Q (189131.670000 sec): 3 clusters
  Score: Raw -324924.209916 + Penalty 2675.974830 = -322248.235085
  nChanged 3
		SP:Iteration 23Q (189131.850000 sec): 3 clusters
  Score: Raw -324925.069781 + Penalty 2675.974830 = -322249.094950
  nChanged 3
		SP:Iteration 24Q (189132.030000 sec): 3 clusters
  Score: Raw -324925.491003 + Penalty 2675.974830 = -322249.516173
  nChanged 2
		SP:Iteration 25Q (189132.200000 sec): 3 clusters
  Score: Raw -324925.872762 + Penalty 2675.974830 = -322249.897932
  nChanged 2
		SP:Iteration 26Q (189132.380000 sec): 3 clusters
  Score: Raw -324926.250163 + Penalty 2675.974830 = -322250.275333
  nChanged 0
		SP:Iteration 27F (189132.550000 sec): 3 clusters
  Score: Raw -324926.250163 + Penalty 2675.974830 = -322250.275333
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (4564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189132.680000 sec): 2 clusters
  Score: Raw -368522.456819 + Penalty 1369.217641 = -367153.239179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189132.770000 sec): 3 clusters
  Score: Raw -366160.492930 + Penalty 2738.435281 = -363422.057648
  nChanged 1845
		SP:Iteration 1F (189132.860000 sec): 3 clusters
  Score: Raw -367312.401804 + Penalty 2738.435281 = -364573.966523
  nChanged 427
		SP:Iteration 2F (189132.950000 sec): 3 clusters
  Score: Raw -367616.987544 + Penalty 2738.435281 = -364878.552263
  nChanged 305
		SP:Iteration 3F (189133.030000 sec): 3 clusters
  Score: Raw -367811.985069 + Penalty 2738.435281 = -365073.549788
  nChanged 249
		SP:Iteration 4F (189133.120000 sec): 3 clusters
  Score: Raw -367975.978751 + Penalty 2738.435281 = -365237.543470
  nChanged 204
		SP:Iteration 5Q (189133.210000 sec): 3 clusters
  Score: Raw -368107.061060 + Penalty 2738.435281 = -365368.625779
  nChanged 168
		SP:Iteration 6Q (189133.290000 sec): 3 clusters
  Score: Raw -368213.511613 + Penalty 2738.435281 = -365475.076332
  nChanged 144
		SP:Iteration 7Q (189133.410000 sec): 3 clusters
  Score: Raw -368312.687421 + Penalty 2738.435281 = -365574.252140
  nChanged 115
		SP:Iteration 8Q (189133.590000 sec): 3 clusters
  Score: Raw -368380.495580 + Penalty 2738.435281 = -365642.060299
  nChanged 88
		SP:Iteration 9Q (189133.810000 sec): 3 clusters
  Score: Raw -368443.390964 + Penalty 2738.435281 = -365704.955683
  nChanged 78
		SP:Iteration 10Q (189133.960000 sec): 3 clusters
  Score: Raw -368491.054591 + Penalty 2738.435281 = -365752.619310
  nChanged 80
		SP:Iteration 11Q (189134.180000 sec): 3 clusters
  Score: Raw -368550.735653 + Penalty 2738.435281 = -365812.300371
  nChanged 74
		SP:Iteration 12Q (189134.320000 sec): 3 clusters
  Score: Raw -368603.029841 + Penalty 2738.435281 = -365864.594560
  nChanged 58
		SP:Iteration 13Q (189134.550000 sec): 3 clusters
  Score: Raw -368639.614952 + Penalty 2738.435281 = -365901.179671
  nChanged 45
		SP:Iteration 14Q (189134.700000 sec): 3 clusters
  Score: Raw -368672.079265 + Penalty 2738.435281 = -365933.643984
  nChanged 41
		SP:Iteration 15Q (189134.930000 sec): 3 clusters
  Score: Raw -368699.553198 + Penalty 2738.435281 = -365961.117917
  nChanged 32
		SP:Iteration 16Q (189135.080000 sec): 3 clusters
  Score: Raw -368722.582919 + Penalty 2738.435281 = -365984.147638
  nChanged 33
		SP:Iteration 17Q (189135.310000 sec): 3 clusters
  Score: Raw -368745.116973 + Penalty 2738.435281 = -366006.681692
  nChanged 26
		SP:Iteration 18Q (189135.460000 sec): 3 clusters
  Score: Raw -368758.339424 + Penalty 2738.435281 = -366019.904143
  nChanged 19
		SP:Iteration 19Q (189135.640000 sec): 3 clusters
  Score: Raw -368767.913117 + Penalty 2738.435281 = -366029.477836
  nChanged 12
		SP:Iteration 20F (189135.810000 sec): 3 clusters
  Score: Raw -368773.531192 + Penalty 2738.435281 = -366035.095911
  nChanged 10
		SP:Iteration 21Q (189135.990000 sec): 3 clusters
  Score: Raw -368776.890330 + Penalty 2738.435281 = -366038.455049
  nChanged 4
		SP:Iteration 22Q (189136.160000 sec): 3 clusters
  Score: Raw -368779.687513 + Penalty 2738.435281 = -366041.252232
  nChanged 6
		SP:Iteration 23Q (189136.340000 sec): 3 clusters
  Score: Raw -368782.359010 + Penalty 2738.435281 = -366043.923729
  nChanged 6
		SP:Iteration 24Q (189136.520000 sec): 3 clusters
  Score: Raw -368785.098033 + Penalty 2738.435281 = -366046.662752
  nChanged 3
		SP:Iteration 25Q (189136.690000 sec): 3 clusters
  Score: Raw -368786.334539 + Penalty 2738.435281 = -366047.899258
  nChanged 4
		SP:Iteration 26Q (189136.860000 sec): 3 clusters
  Score: Raw -368788.636161 + Penalty 2738.435281 = -366050.200880
  nChanged 9
		SP:Iteration 27Q (189137.040000 sec): 3 clusters
  Score: Raw -368791.899232 + Penalty 2738.435281 = -366053.463951
  nChanged 3
		SP:Iteration 28Q (189137.220000 sec): 3 clusters
  Score: Raw -368792.792788 + Penalty 2738.435281 = -366054.357507
  nChanged 4
		SP:Iteration 29Q (189137.390000 sec): 3 clusters
  Score: Raw -368794.264449 + Penalty 2738.435281 = -366055.829167
  nChanged 2
		SP:Iteration 30Q (189137.570000 sec): 3 clusters
  Score: Raw -368794.916994 + Penalty 2738.435281 = -366056.481713
  nChanged 2
		SP:Iteration 31Q (189137.740000 sec): 3 clusters
  Score: Raw -368795.477401 + Penalty 2738.435281 = -366057.042120
  nChanged 2
		SP:Iteration 32Q (189137.920000 sec): 3 clusters
  Score: Raw -368795.952400 + Penalty 2738.435281 = -366057.517118
  nChanged 2
		SP:Iteration 33Q (189138.100000 sec): 3 clusters
  Score: Raw -368797.071940 + Penalty 2738.435281 = -366058.636659
  nChanged 1
		SP:Iteration 34Q (189138.270000 sec): 3 clusters
  Score: Raw -368797.326909 + Penalty 2738.435281 = -366058.891628
  nChanged 0
		SP:Iteration 35F (189138.450000 sec): 3 clusters
  Score: Raw -368797.326909 + Penalty 2738.435281 = -366058.891628
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (13618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189138.620000 sec): 2 clusters
  Score: Raw -1135939.156034 + Penalty 1546.861505 = -1134392.294529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189138.920000 sec): 3 clusters
  Score: Raw -1127976.075592 + Penalty 3093.723011 = -1124882.352581
  nChanged 6062
		SP:Iteration 1F (189139.200000 sec): 3 clusters
  Score: Raw -1131737.252773 + Penalty 3093.723011 = -1128643.529762
  nChanged 1188
		SP:Iteration 2F (189139.430000 sec): 3 clusters
  Score: Raw -1132675.706478 + Penalty 3093.723011 = -1129581.983467
  nChanged 1161
		SP:Iteration 3F (189139.680000 sec): 3 clusters
  Score: Raw -1133526.072127 + Penalty 3093.723011 = -1130432.349116
  nChanged 888
		SP:Iteration 4F (189139.920000 sec): 3 clusters
  Score: Raw -1134056.166042 + Penalty 3093.723011 = -1130962.443032
  nChanged 700
		SP:Iteration 5F (189140.210000 sec): 3 clusters
  Score: Raw -1134425.184741 + Penalty 3093.723011 = -1131331.461730
  nChanged 528
		SP:Iteration 6Q (189140.490000 sec): 3 clusters
  Score: Raw -1134674.980021 + Penalty 3093.723011 = -1131581.257010
  nChanged 437
		SP:Iteration 7Q (189140.770000 sec): 3 clusters
  Score: Raw -1134880.604643 + Penalty 3093.723011 = -1131786.881632
  nChanged 384
		SP:Iteration 8Q (189141.050000 sec): 3 clusters
  Score: Raw -1135056.310579 + Penalty 3093.723011 = -1131962.587568
  nChanged 323
		SP:Iteration 9Q (189141.330000 sec): 3 clusters
  Score: Raw -1135239.397824 + Penalty 3093.723011 = -1132145.674813
  nChanged 328
		SP:Iteration 10Q (189141.620000 sec): 3 clusters
  Score: Raw -1135420.119856 + Penalty 3093.723011 = -1132326.396846
  nChanged 301
		SP:Iteration 11Q (189141.900000 sec): 3 clusters
  Score: Raw -1135576.755414 + Penalty 3093.723011 = -1132483.032403
  nChanged 296
		SP:Iteration 12Q (189142.140000 sec): 3 clusters
  Score: Raw -1135734.726344 + Penalty 3093.723011 = -1132641.003333
  nChanged 257
		SP:Iteration 13Q (189142.420000 sec): 3 clusters
  Score: Raw -1135853.155576 + Penalty 3093.723011 = -1132759.432565
  nChanged 233
		SP:Iteration 14Q (189142.660000 sec): 3 clusters
  Score: Raw -1135940.742497 + Penalty 3093.723011 = -1132847.019486
  nChanged 206
		SP:Iteration 15Q (189142.930000 sec): 3 clusters
  Score: Raw -1136014.684688 + Penalty 3093.723011 = -1132920.961678
  nChanged 166
		SP:Iteration 16Q (189143.180000 sec): 3 clusters
  Score: Raw -1136071.617146 + Penalty 3093.723011 = -1132977.894135
  nChanged 135
		SP:Iteration 17Q (189143.460000 sec): 3 clusters
  Score: Raw -1136107.323565 + Penalty 3093.723011 = -1133013.600554
  nChanged 115
		SP:Iteration 18Q (189143.700000 sec): 3 clusters
  Score: Raw -1136137.277700 + Penalty 3093.723011 = -1133043.554689
  nChanged 101
		SP:Iteration 19Q (189143.980000 sec): 3 clusters
  Score: Raw -1136161.467830 + Penalty 3093.723011 = -1133067.744819
  nChanged 94
		SP:Iteration 20F (189144.260000 sec): 3 clusters
  Score: Raw -1136179.865447 + Penalty 3093.723011 = -1133086.142436
  nChanged 80
		SP:Iteration 21Q (189144.550000 sec): 3 clusters
  Score: Raw -1136194.564023 + Penalty 3093.723011 = -1133100.841012
  nChanged 75
		SP:Iteration 22Q (189144.840000 sec): 3 clusters
  Score: Raw -1136208.226120 + Penalty 3093.723011 = -1133114.503109
  nChanged 52
		SP:Iteration 23Q (189145.120000 sec): 3 clusters
  Score: Raw -1136217.318929 + Penalty 3093.723011 = -1133123.595918
  nChanged 47
		SP:Iteration 24Q (189145.400000 sec): 3 clusters
  Score: Raw -1136223.964354 + Penalty 3093.723011 = -1133130.241343
  nChanged 35
		SP:Iteration 25Q (189145.680000 sec): 3 clusters
  Score: Raw -1136227.931107 + Penalty 3093.723011 = -1133134.208096
  nChanged 23
		SP:Iteration 26Q (189145.920000 sec): 3 clusters
  Score: Raw -1136230.822406 + Penalty 3093.723011 = -1133137.099395
  nChanged 22
		SP:Iteration 27Q (189146.190000 sec): 3 clusters
  Score: Raw -1136233.574160 + Penalty 3093.723011 = -1133139.851150
  nChanged 21
		SP:Iteration 28Q (189146.480000 sec): 3 clusters
  Score: Raw -1136235.666019 + Penalty 3093.723011 = -1133141.943008
  nChanged 11
		SP:Iteration 29Q (189146.730000 sec): 3 clusters
  Score: Raw -1136236.997399 + Penalty 3093.723011 = -1133143.274388
  nChanged 10
		SP:Iteration 30Q (189147.020000 sec): 3 clusters
  Score: Raw -1136238.342198 + Penalty 3093.723011 = -1133144.619187
  nChanged 11
		SP:Iteration 31Q (189147.260000 sec): 3 clusters
  Score: Raw -1136239.419046 + Penalty 3093.723011 = -1133145.696035
  nChanged 14
		SP:Iteration 32Q (189147.540000 sec): 3 clusters
  Score: Raw -1136240.960042 + Penalty 3093.723011 = -1133147.237031
  nChanged 16
		SP:Iteration 33Q (189147.780000 sec): 3 clusters
  Score: Raw -1136242.623777 + Penalty 3093.723011 = -1133148.900766
  nChanged 8
		SP:Iteration 34Q (189148.060000 sec): 3 clusters
  Score: Raw -1136243.328374 + Penalty 3093.723011 = -1133149.605363
  nChanged 10
		SP:Iteration 35Q (189148.340000 sec): 3 clusters
  Score: Raw -1136244.341043 + Penalty 3093.723011 = -1133150.618032
  nChanged 9
		SP:Iteration 36Q (189148.580000 sec): 3 clusters
  Score: Raw -1136244.872560 + Penalty 3093.723011 = -1133151.149549
  nChanged 4
		SP:Iteration 37Q (189148.860000 sec): 3 clusters
  Score: Raw -1136245.432004 + Penalty 3093.723011 = -1133151.708993
  nChanged 8
		SP:Iteration 38Q (189149.100000 sec): 3 clusters
  Score: Raw -1136246.181287 + Penalty 3093.723011 = -1133152.458276
  nChanged 10
		SP:Iteration 39Q (189149.380000 sec): 3 clusters
  Score: Raw -1136247.171445 + Penalty 3093.723011 = -1133153.448434
  nChanged 12
		SP:Iteration 40F (189149.620000 sec): 3 clusters
  Score: Raw -1136248.481124 + Penalty 3093.723011 = -1133154.758113
  nChanged 10
		SP:Iteration 41Q (189149.900000 sec): 3 clusters
  Score: Raw -1136249.366973 + Penalty 3093.723011 = -1133155.643962
  nChanged 5
		SP:Iteration 42Q (189150.140000 sec): 3 clusters
  Score: Raw -1136249.709480 + Penalty 3093.723011 = -1133155.986469
  nChanged 3
		SP:Iteration 43Q (189150.430000 sec): 3 clusters
  Score: Raw -1136250.000867 + Penalty 3093.723011 = -1133156.277856
  nChanged 5
		SP:Iteration 44Q (189150.670000 sec): 3 clusters
  Score: Raw -1136250.470337 + Penalty 3093.723011 = -1133156.747326
  nChanged 2
		SP:Iteration 45Q (189150.950000 sec): 3 clusters
  Score: Raw -1136250.613662 + Penalty 3093.723011 = -1133156.890651
  nChanged 1
		SP:Iteration 46Q (189151.190000 sec): 3 clusters
  Score: Raw -1136250.645961 + Penalty 3093.723011 = -1133156.922950
  nChanged 0
		SP:Iteration 47F (189151.480000 sec): 3 clusters
  Score: Raw -1136250.645961 + Penalty 3093.723011 = -1133156.922950
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (4574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189151.550000 sec): 2 clusters
  Score: Raw -387072.671980 + Penalty 1369.573298 = -385703.098682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189151.660000 sec): 3 clusters
  Score: Raw -384770.074405 + Penalty 2739.146597 = -382030.927809
  nChanged 1823
		SP:Iteration 1F (189151.760000 sec): 3 clusters
  Score: Raw -385939.512646 + Penalty 2739.146597 = -383200.366050
  nChanged 372
		SP:Iteration 2F (189151.850000 sec): 3 clusters
  Score: Raw -386162.111125 + Penalty 2739.146597 = -383422.964528
  nChanged 249
		SP:Iteration 3F (189151.930000 sec): 3 clusters
  Score: Raw -386294.179103 + Penalty 2739.146597 = -383555.032506
  nChanged 189
		SP:Iteration 4Q (189152.020000 sec): 3 clusters
  Score: Raw -386381.967520 + Penalty 2739.146597 = -383642.820923
  nChanged 152
		SP:Iteration 5Q (189152.100000 sec): 3 clusters
  Score: Raw -386467.098430 + Penalty 2739.146597 = -383727.951833
  nChanged 142
		SP:Iteration 6Q (189152.190000 sec): 3 clusters
  Score: Raw -386546.108273 + Penalty 2739.146597 = -383806.961676
  nChanged 165
		SP:Iteration 7Q (189152.280000 sec): 3 clusters
  Score: Raw -386631.797851 + Penalty 2739.146597 = -383892.651254
  nChanged 157
		SP:Iteration 8Q (189152.360000 sec): 3 clusters
  Score: Raw -386719.767144 + Penalty 2739.146597 = -383980.620548
  nChanged 139
		SP:Iteration 9Q (189152.450000 sec): 3 clusters
  Score: Raw -386811.958709 + Penalty 2739.146597 = -384072.812112
  nChanged 156
		SP:Iteration 10Q (189152.540000 sec): 3 clusters
  Score: Raw -386903.460551 + Penalty 2739.146597 = -384164.313955
  nChanged 122
		SP:Iteration 11Q (189152.660000 sec): 3 clusters
  Score: Raw -386967.446691 + Penalty 2739.146597 = -384228.300094
  nChanged 93
		SP:Iteration 12Q (189152.830000 sec): 3 clusters
  Score: Raw -387016.452936 + Penalty 2739.146597 = -384277.306339
  nChanged 103
		SP:Iteration 13Q (189153.010000 sec): 3 clusters
  Score: Raw -387073.866985 + Penalty 2739.146597 = -384334.720388
  nChanged 89
		SP:Iteration 14Q (189153.180000 sec): 3 clusters
  Score: Raw -387120.607895 + Penalty 2739.146597 = -384381.461298
  nChanged 75
		SP:Iteration 15Q (189153.360000 sec): 3 clusters
  Score: Raw -387159.013126 + Penalty 2739.146597 = -384419.866529
  nChanged 71
		SP:Iteration 16Q (189153.530000 sec): 3 clusters
  Score: Raw -387194.109741 + Penalty 2739.146597 = -384454.963145
  nChanged 63
		SP:Iteration 17Q (189153.710000 sec): 3 clusters
  Score: Raw -387227.242341 + Penalty 2739.146597 = -384488.095745
  nChanged 70
		SP:Iteration 18Q (189153.880000 sec): 3 clusters
  Score: Raw -387261.556473 + Penalty 2739.146597 = -384522.409876
  nChanged 62
		SP:Iteration 19Q (189154.060000 sec): 3 clusters
  Score: Raw -387287.403859 + Penalty 2739.146597 = -384548.257262
  nChanged 46
		SP:Iteration 20F (189154.240000 sec): 3 clusters
  Score: Raw -387307.677048 + Penalty 2739.146597 = -384568.530452
  nChanged 40
		SP:Iteration 21Q (189154.410000 sec): 3 clusters
  Score: Raw -387321.022972 + Penalty 2739.146597 = -384581.876375
  nChanged 30
		SP:Iteration 22Q (189154.590000 sec): 3 clusters
  Score: Raw -387333.324587 + Penalty 2739.146597 = -384594.177991
  nChanged 32
		SP:Iteration 23Q (189154.760000 sec): 3 clusters
  Score: Raw -387345.930292 + Penalty 2739.146597 = -384606.783695
  nChanged 34
		SP:Iteration 24Q (189154.940000 sec): 3 clusters
  Score: Raw -387359.263746 + Penalty 2739.146597 = -384620.117149
  nChanged 34
		SP:Iteration 25Q (189155.120000 sec): 3 clusters
  Score: Raw -387370.605913 + Penalty 2739.146597 = -384631.459316
  nChanged 27
		SP:Iteration 26Q (189155.290000 sec): 3 clusters
  Score: Raw -387378.023639 + Penalty 2739.146597 = -384638.877043
  nChanged 24
		SP:Iteration 27Q (189155.460000 sec): 3 clusters
  Score: Raw -387383.523439 + Penalty 2739.146597 = -384644.376842
  nChanged 12
		SP:Iteration 28Q (189155.640000 sec): 3 clusters
  Score: Raw -387385.374150 + Penalty 2739.146597 = -384646.227554
  nChanged 5
		SP:Iteration 29Q (189155.820000 sec): 3 clusters
  Score: Raw -387387.110964 + Penalty 2739.146597 = -384647.964368
  nChanged 8
		SP:Iteration 30Q (189155.990000 sec): 3 clusters
  Score: Raw -387389.090826 + Penalty 2739.146597 = -384649.944230
  nChanged 6
		SP:Iteration 31Q (189156.170000 sec): 3 clusters
  Score: Raw -387390.802079 + Penalty 2739.146597 = -384651.655482
  nChanged 5
		SP:Iteration 32Q (189156.340000 sec): 3 clusters
  Score: Raw -387392.143687 + Penalty 2739.146597 = -384652.997090
  nChanged 5
		SP:Iteration 33Q (189156.520000 sec): 3 clusters
  Score: Raw -387393.219098 + Penalty 2739.146597 = -384654.072502
  nChanged 4
		SP:Iteration 34Q (189156.700000 sec): 3 clusters
  Score: Raw -387394.036249 + Penalty 2739.146597 = -384654.889652
  nChanged 1
		SP:Iteration 35Q (189156.870000 sec): 3 clusters
  Score: Raw -387394.168443 + Penalty 2739.146597 = -384655.021846
  nChanged 1
		SP:Iteration 36Q (189157.050000 sec): 3 clusters
  Score: Raw -387394.378321 + Penalty 2739.146597 = -384655.231725
  nChanged 0
		SP:Iteration 37F (189157.220000 sec): 3 clusters
  Score: Raw -387394.378321 + Penalty 2739.146597 = -384655.231725
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189157.330000 sec): 2 clusters
  Score: Raw -414923.462439 + Penalty 1355.285315 = -413568.177125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189157.500000 sec): 3 clusters
  Score: Raw -412842.112858 + Penalty 2710.570629 = -410131.542229
  nChanged 1638
		SP:Iteration 1F (189157.680000 sec): 3 clusters
  Score: Raw -413742.281833 + Penalty 2710.570629 = -411031.711203
  nChanged 325
		SP:Iteration 2F (189157.860000 sec): 3 clusters
  Score: Raw -413944.873627 + Penalty 2710.570629 = -411234.302998
  nChanged 232
		SP:Iteration 3F (189158.030000 sec): 3 clusters
  Score: Raw -414080.260654 + Penalty 2710.570629 = -411369.690025
  nChanged 176
		SP:Iteration 4Q (189158.210000 sec): 3 clusters
  Score: Raw -414178.817221 + Penalty 2710.570629 = -411468.246591
  nChanged 159
		SP:Iteration 5Q (189158.380000 sec): 3 clusters
  Score: Raw -414261.550580 + Penalty 2710.570629 = -411550.979950
  nChanged 131
		SP:Iteration 6Q (189158.560000 sec): 3 clusters
  Score: Raw -414318.272895 + Penalty 2710.570629 = -411607.702266
  nChanged 107
		SP:Iteration 7Q (189158.740000 sec): 3 clusters
  Score: Raw -414368.379190 + Penalty 2710.570629 = -411657.808560
  nChanged 111
		SP:Iteration 8Q (189158.910000 sec): 3 clusters
  Score: Raw -414419.944441 + Penalty 2710.570629 = -411709.373812
  nChanged 99
		SP:Iteration 9Q (189159.090000 sec): 3 clusters
  Score: Raw -414464.866936 + Penalty 2710.570629 = -411754.296306
  nChanged 93
		SP:Iteration 10Q (189159.260000 sec): 3 clusters
  Score: Raw -414506.105347 + Penalty 2710.570629 = -411795.534718
  nChanged 98
		SP:Iteration 11Q (189159.440000 sec): 3 clusters
  Score: Raw -414548.536136 + Penalty 2710.570629 = -411837.965507
  nChanged 87
		SP:Iteration 12Q (189159.610000 sec): 3 clusters
  Score: Raw -414588.024642 + Penalty 2710.570629 = -411877.454013
  nChanged 83
		SP:Iteration 13Q (189159.790000 sec): 3 clusters
  Score: Raw -414625.476192 + Penalty 2710.570629 = -411914.905563
  nChanged 72
		SP:Iteration 14Q (189159.960000 sec): 3 clusters
  Score: Raw -414656.981960 + Penalty 2710.570629 = -411946.411330
  nChanged 75
		SP:Iteration 15Q (189160.140000 sec): 3 clusters
  Score: Raw -414694.631080 + Penalty 2710.570629 = -411984.060451
  nChanged 83
		SP:Iteration 16Q (189160.320000 sec): 3 clusters
  Score: Raw -414735.423735 + Penalty 2710.570629 = -412024.853106
  nChanged 85
		SP:Iteration 17Q (189160.490000 sec): 3 clusters
  Score: Raw -414781.538240 + Penalty 2710.570629 = -412070.967610
  nChanged 90
		SP:Iteration 18Q (189160.670000 sec): 3 clusters
  Score: Raw -414840.865654 + Penalty 2710.570629 = -412130.295025
  nChanged 87
		SP:Iteration 19Q (189160.840000 sec): 3 clusters
  Score: Raw -414896.757222 + Penalty 2710.570629 = -412186.186593
  nChanged 78
		SP:Iteration 20F (189161.020000 sec): 3 clusters
  Score: Raw -414944.911388 + Penalty 2710.570629 = -412234.340759
  nChanged 79
		SP:Iteration 21Q (189161.200000 sec): 3 clusters
  Score: Raw -414988.691589 + Penalty 2710.570629 = -412278.120959
  nChanged 56
		SP:Iteration 22Q (189161.370000 sec): 3 clusters
  Score: Raw -415015.851166 + Penalty 2710.570629 = -412305.280537
  nChanged 50
		SP:Iteration 23Q (189161.550000 sec): 3 clusters
  Score: Raw -415039.211711 + Penalty 2710.570629 = -412328.641082
  nChanged 48
		SP:Iteration 24Q (189161.720000 sec): 3 clusters
  Score: Raw -415060.474070 + Penalty 2710.570629 = -412349.903441
  nChanged 48
		SP:Iteration 25Q (189161.900000 sec): 3 clusters
  Score: Raw -415084.202766 + Penalty 2710.570629 = -412373.632136
  nChanged 46
		SP:Iteration 26Q (189162.080000 sec): 3 clusters
  Score: Raw -415109.138269 + Penalty 2710.570629 = -412398.567639
  nChanged 38
		SP:Iteration 27Q (189162.250000 sec): 3 clusters
  Score: Raw -415128.872097 + Penalty 2710.570629 = -412418.301468
  nChanged 28
		SP:Iteration 28Q (189162.430000 sec): 3 clusters
  Score: Raw -415140.842408 + Penalty 2710.570629 = -412430.271779
  nChanged 31
		SP:Iteration 29Q (189162.600000 sec): 3 clusters
  Score: Raw -415158.341394 + Penalty 2710.570629 = -412447.770765
  nChanged 36
		SP:Iteration 30Q (189162.780000 sec): 3 clusters
  Score: Raw -415178.069110 + Penalty 2710.570629 = -412467.498481
  nChanged 30
		SP:Iteration 31Q (189162.960000 sec): 3 clusters
  Score: Raw -415194.201166 + Penalty 2710.570629 = -412483.630537
  nChanged 31
		SP:Iteration 32Q (189163.130000 sec): 3 clusters
  Score: Raw -415210.479507 + Penalty 2710.570629 = -412499.908878
  nChanged 27
		SP:Iteration 33Q (189163.310000 sec): 3 clusters
  Score: Raw -415222.091852 + Penalty 2710.570629 = -412511.521222
  nChanged 16
		SP:Iteration 34Q (189163.490000 sec): 3 clusters
  Score: Raw -415229.886307 + Penalty 2710.570629 = -412519.315678
  nChanged 17
		SP:Iteration 35Q (189163.660000 sec): 3 clusters
  Score: Raw -415235.831119 + Penalty 2710.570629 = -412525.260490
  nChanged 9
		SP:Iteration 36Q (189163.840000 sec): 3 clusters
  Score: Raw -415240.010482 + Penalty 2710.570629 = -412529.439853
  nChanged 7
		SP:Iteration 37Q (189164.000000 sec): 3 clusters
  Score: Raw -415242.237340 + Penalty 2710.570629 = -412531.666711
  nChanged 5
		SP:Iteration 38Q (189164.190000 sec): 3 clusters
  Score: Raw -415243.718050 + Penalty 2710.570629 = -412533.147421
  nChanged 2
		SP:Iteration 39Q (189164.360000 sec): 3 clusters
  Score: Raw -415244.180706 + Penalty 2710.570629 = -412533.610077
  nChanged 1
		SP:Iteration 40F (189164.540000 sec): 3 clusters
  Score: Raw -415244.305368 + Penalty 2710.570629 = -412533.734738
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (7748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189164.640000 sec): 2 clusters
  Score: Raw -711670.698677 + Penalty 1455.218379 = -710215.480298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189164.850000 sec): 3 clusters
  Score: Raw -707416.467475 + Penalty 2910.436758 = -704506.030717
  nChanged 3304
		SP:Iteration 1F (189165.050000 sec): 3 clusters
  Score: Raw -709237.141430 + Penalty 2910.436758 = -706326.704672
  nChanged 547
		SP:Iteration 2F (189165.250000 sec): 3 clusters
  Score: Raw -709566.252580 + Penalty 2910.436758 = -706655.815822
  nChanged 495
		SP:Iteration 3F (189165.440000 sec): 3 clusters
  Score: Raw -709877.795002 + Penalty 2910.436758 = -706967.358244
  nChanged 422
		SP:Iteration 4F (189165.570000 sec): 3 clusters
  Score: Raw -710133.820793 + Penalty 2910.436758 = -707223.384035
  nChanged 386
		SP:Iteration 5Q (189165.780000 sec): 3 clusters
  Score: Raw -710334.007920 + Penalty 2910.436758 = -707423.571162
  nChanged 320
		SP:Iteration 6Q (189165.970000 sec): 3 clusters
  Score: Raw -710493.518968 + Penalty 2910.436758 = -707583.082210
  nChanged 277
		SP:Iteration 7Q (189166.170000 sec): 3 clusters
  Score: Raw -710630.532256 + Penalty 2910.436758 = -707720.095498
  nChanged 244
		SP:Iteration 8Q (189166.370000 sec): 3 clusters
  Score: Raw -710742.809900 + Penalty 2910.436758 = -707832.373142
  nChanged 217
		SP:Iteration 9Q (189166.570000 sec): 3 clusters
  Score: Raw -710828.140626 + Penalty 2910.436758 = -707917.703868
  nChanged 181
		SP:Iteration 10Q (189166.770000 sec): 3 clusters
  Score: Raw -710895.425107 + Penalty 2910.436758 = -707984.988349
  nChanged 172
		SP:Iteration 11Q (189166.970000 sec): 3 clusters
  Score: Raw -710952.098401 + Penalty 2910.436758 = -708041.661643
  nChanged 130
		SP:Iteration 12Q (189167.170000 sec): 3 clusters
  Score: Raw -710993.659702 + Penalty 2910.436758 = -708083.222944
  nChanged 118
		SP:Iteration 13Q (189167.360000 sec): 3 clusters
  Score: Raw -711032.313207 + Penalty 2910.436758 = -708121.876449
  nChanged 107
		SP:Iteration 14Q (189167.570000 sec): 3 clusters
  Score: Raw -711069.092176 + Penalty 2910.436758 = -708158.655418
  nChanged 107
		SP:Iteration 15Q (189167.760000 sec): 3 clusters
  Score: Raw -711107.210677 + Penalty 2910.436758 = -708196.773919
  nChanged 109
		SP:Iteration 16Q (189167.960000 sec): 3 clusters
  Score: Raw -711144.482363 + Penalty 2910.436758 = -708234.045605
  nChanged 109
		SP:Iteration 17Q (189168.160000 sec): 3 clusters
  Score: Raw -711177.695821 + Penalty 2910.436758 = -708267.259063
  nChanged 97
		SP:Iteration 18Q (189168.360000 sec): 3 clusters
  Score: Raw -711209.886602 + Penalty 2910.436758 = -708299.449844
  nChanged 100
		SP:Iteration 19Q (189168.550000 sec): 3 clusters
  Score: Raw -711243.749898 + Penalty 2910.436758 = -708333.313140
  nChanged 121
		SP:Iteration 20F (189168.750000 sec): 3 clusters
  Score: Raw -711287.370857 + Penalty 2910.436758 = -708376.934099
  nChanged 132
		SP:Iteration 21Q (189168.950000 sec): 3 clusters
  Score: Raw -711343.185031 + Penalty 2910.436758 = -708432.748273
  nChanged 146
		SP:Iteration 22Q (189169.150000 sec): 3 clusters
  Score: Raw -711415.600651 + Penalty 2910.436758 = -708505.163893
  nChanged 150
		SP:Iteration 23Q (189169.350000 sec): 3 clusters
  Score: Raw -711478.768958 + Penalty 2910.436758 = -708568.332200
  nChanged 136
		SP:Iteration 24Q (189169.550000 sec): 3 clusters
  Score: Raw -711534.944022 + Penalty 2910.436758 = -708624.507264
  nChanged 123
		SP:Iteration 25Q (189169.670000 sec): 3 clusters
  Score: Raw -711585.171778 + Penalty 2910.436758 = -708674.735020
  nChanged 106
		SP:Iteration 26Q (189169.790000 sec): 3 clusters
  Score: Raw -711633.178283 + Penalty 2910.436758 = -708722.741525
  nChanged 87
		SP:Iteration 27Q (189169.980000 sec): 3 clusters
  Score: Raw -711677.350835 + Penalty 2910.436758 = -708766.914077
  nChanged 92
		SP:Iteration 28Q (189170.190000 sec): 3 clusters
  Score: Raw -711725.479109 + Penalty 2910.436758 = -708815.042351
  nChanged 80
		SP:Iteration 29Q (189170.400000 sec): 3 clusters
  Score: Raw -711761.937213 + Penalty 2910.436758 = -708851.500455
  nChanged 56
		SP:Iteration 30Q (189170.590000 sec): 3 clusters
  Score: Raw -711785.708190 + Penalty 2910.436758 = -708875.271432
  nChanged 49
		SP:Iteration 31Q (189170.810000 sec): 3 clusters
  Score: Raw -711806.428294 + Penalty 2910.436758 = -708895.991536
  nChanged 42
		SP:Iteration 32Q (189171.010000 sec): 3 clusters
  Score: Raw -711816.249550 + Penalty 2910.436758 = -708905.812792
  nChanged 18
		SP:Iteration 33Q (189171.200000 sec): 3 clusters
  Score: Raw -711820.938881 + Penalty 2910.436758 = -708910.502123
  nChanged 22
		SP:Iteration 34Q (189171.320000 sec): 3 clusters
  Score: Raw -711827.142069 + Penalty 2910.436758 = -708916.705312
  nChanged 18
		SP:Iteration 35Q (189171.530000 sec): 3 clusters
  Score: Raw -711831.292587 + Penalty 2910.436758 = -708920.855829
  nChanged 15
		SP:Iteration 36Q (189171.730000 sec): 3 clusters
  Score: Raw -711834.300906 + Penalty 2910.436758 = -708923.864148
  nChanged 14
		SP:Iteration 37Q (189171.930000 sec): 3 clusters
  Score: Raw -711838.440655 + Penalty 2910.436758 = -708928.003897
  nChanged 14
		SP:Iteration 38Q (189172.130000 sec): 3 clusters
  Score: Raw -711842.578380 + Penalty 2910.436758 = -708932.141622
  nChanged 16
		SP:Iteration 39Q (189172.330000 sec): 3 clusters
  Score: Raw -711847.468395 + Penalty 2910.436758 = -708937.031637
  nChanged 15
		SP:Iteration 40F (189172.530000 sec): 3 clusters
  Score: Raw -711852.670387 + Penalty 2910.436758 = -708942.233629
  nChanged 16
		SP:Iteration 41Q (189172.730000 sec): 3 clusters
  Score: Raw -711857.643955 + Penalty 2910.436758 = -708947.207197
  nChanged 14
		SP:Iteration 42Q (189172.940000 sec): 3 clusters
  Score: Raw -711865.259620 + Penalty 2910.436758 = -708954.822862
  nChanged 18
		SP:Iteration 43Q (189173.140000 sec): 3 clusters
  Score: Raw -711873.045939 + Penalty 2910.436758 = -708962.609181
  nChanged 24
		SP:Iteration 44Q (189173.330000 sec): 3 clusters
  Score: Raw -711881.105858 + Penalty 2910.436758 = -708970.669100
  nChanged 20
		SP:Iteration 45Q (189173.540000 sec): 3 clusters
  Score: Raw -711888.585035 + Penalty 2910.436758 = -708978.148277
  nChanged 24
		SP:Iteration 46Q (189173.740000 sec): 3 clusters
  Score: Raw -711897.508973 + Penalty 2910.436758 = -708987.072215
  nChanged 22
		SP:Iteration 47Q (189173.940000 sec): 3 clusters
  Score: Raw -711908.420045 + Penalty 2910.436758 = -708997.983287
  nChanged 20
		SP:Iteration 48Q (189174.150000 sec): 3 clusters
  Score: Raw -711916.111293 + Penalty 2910.436758 = -709005.674535
  nChanged 15
		SP:Iteration 49Q (189174.340000 sec): 3 clusters
  Score: Raw -711923.236445 + Penalty 2910.436758 = -709012.799687
  nChanged 10
		SP:Iteration 50Q (189174.540000 sec): 3 clusters
  Score: Raw -711926.901684 + Penalty 2910.436758 = -709016.464926
  nChanged 10
		SP:Iteration 51Q (189174.740000 sec): 3 clusters
  Score: Raw -711930.656661 + Penalty 2910.436758 = -709020.219903
  nChanged 8
		SP:Iteration 52Q (189174.940000 sec): 3 clusters
  Score: Raw -711934.479932 + Penalty 2910.436758 = -709024.043174
  nChanged 6
		SP:Iteration 53Q (189175.140000 sec): 3 clusters
  Score: Raw -711937.041096 + Penalty 2910.436758 = -709026.604338
  nChanged 9
		SP:Iteration 54Q (189175.340000 sec): 3 clusters
  Score: Raw -711941.426838 + Penalty 2910.436758 = -709030.990080
  nChanged 13
		SP:Iteration 55Q (189175.540000 sec): 3 clusters
  Score: Raw -711947.547149 + Penalty 2910.436758 = -709037.110391
  nChanged 17
		SP:Iteration 56Q (189175.740000 sec): 3 clusters
  Score: Raw -711954.380873 + Penalty 2910.436758 = -709043.944115
  nChanged 14
		SP:Iteration 57Q (189175.940000 sec): 3 clusters
  Score: Raw -711959.001704 + Penalty 2910.436758 = -709048.564946
  nChanged 14
		SP:Iteration 58Q (189176.150000 sec): 3 clusters
  Score: Raw -711963.100266 + Penalty 2910.436758 = -709052.663508
  nChanged 9
		SP:Iteration 59Q (189176.330000 sec): 3 clusters
  Score: Raw -711966.888259 + Penalty 2910.436758 = -709056.451501
  nChanged 11
		SP:Iteration 60F (189176.450000 sec): 3 clusters
  Score: Raw -711971.499587 + Penalty 2910.436758 = -709061.062829
  nChanged 13
		SP:Iteration 61Q (189176.560000 sec): 3 clusters
  Score: Raw -711975.667039 + Penalty 2910.436758 = -709065.230281
  nChanged 9
		SP:Iteration 62Q (189176.680000 sec): 3 clusters
  Score: Raw -711978.229381 + Penalty 2910.436758 = -709067.792623
  nChanged 3
		SP:Iteration 63Q (189176.870000 sec): 3 clusters
  Score: Raw -711979.219743 + Penalty 2910.436758 = -709068.782985
  nChanged 3
		SP:Iteration 64Q (189177.080000 sec): 3 clusters
  Score: Raw -711980.361309 + Penalty 2910.436758 = -709069.924551
  nChanged 3
		SP:Iteration 65Q (189177.290000 sec): 3 clusters
  Score: Raw -711981.299085 + Penalty 2910.436758 = -709070.862327
  nChanged 3
		SP:Iteration 66Q (189177.500000 sec): 3 clusters
  Score: Raw -711981.834010 + Penalty 2910.436758 = -709071.397252
  nChanged 3
		SP:Iteration 67Q (189177.720000 sec): 3 clusters
  Score: Raw -711982.765893 + Penalty 2910.436758 = -709072.329135
  nChanged 3
		SP:Iteration 68Q (189177.930000 sec): 3 clusters
  Score: Raw -711983.523503 + Penalty 2910.436758 = -709073.086745
  nChanged 3
		SP:Iteration 69Q (189178.150000 sec): 3 clusters
  Score: Raw -711984.294954 + Penalty 2910.436758 = -709073.858196
  nChanged 4
		SP:Iteration 70Q (189178.340000 sec): 3 clusters
  Score: Raw -711985.641187 + Penalty 2910.436758 = -709075.204429
  nChanged 4
		SP:Iteration 71Q (189178.540000 sec): 3 clusters
  Score: Raw -711987.602106 + Penalty 2910.436758 = -709077.165348
  nChanged 7
		SP:Iteration 72Q (189178.740000 sec): 3 clusters
  Score: Raw -711989.356885 + Penalty 2910.436758 = -709078.920127
  nChanged 2
		SP:Iteration 73Q (189178.940000 sec): 3 clusters
  Score: Raw -711989.671104 + Penalty 2910.436758 = -709079.234346
  nChanged 2
		SP:Iteration 74Q (189179.140000 sec): 3 clusters
  Score: Raw -711989.985636 + Penalty 2910.436758 = -709079.548878
  nChanged 2
		SP:Iteration 75Q (189179.340000 sec): 3 clusters
  Score: Raw -711990.246471 + Penalty 2910.436758 = -709079.809713
  nChanged 4
		SP:Iteration 76Q (189179.540000 sec): 3 clusters
  Score: Raw -711991.272021 + Penalty 2910.436758 = -709080.835263
  nChanged 2
		SP:Iteration 77Q (189179.740000 sec): 3 clusters
  Score: Raw -711991.508671 + Penalty 2910.436758 = -709081.071913
  nChanged 1
		SP:Iteration 78Q (189179.930000 sec): 3 clusters
  Score: Raw -711991.781619 + Penalty 2910.436758 = -709081.344861
  nChanged 1
		SP:Iteration 79Q (189180.130000 sec): 3 clusters
  Score: Raw -711991.936130 + Penalty 2910.436758 = -709081.499372
  nChanged 1
		SP:Iteration 80F (189180.330000 sec): 3 clusters
  Score: Raw -711992.040081 + Penalty 2910.436758 = -709081.603323
  nChanged 1
		SP:Iteration 81Q (189180.530000 sec): 3 clusters
  Score: Raw -711992.147212 + Penalty 2910.436758 = -709081.710454
  nChanged 0
		SP:Iteration 82F (189180.730000 sec): 3 clusters
  Score: Raw -711992.147212 + Penalty 2910.436758 = -709081.710454
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (7121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189180.830000 sec): 2 clusters
  Score: Raw -619623.669783 + Penalty 1441.505560 = -618182.164223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189181.040000 sec): 3 clusters
  Score: Raw -615736.925010 + Penalty 2883.011119 = -612853.913891
  nChanged 2991
		SP:Iteration 1F (189181.240000 sec): 3 clusters
  Score: Raw -617390.370184 + Penalty 2883.011119 = -614507.359064
  nChanged 557
		SP:Iteration 2F (189181.440000 sec): 3 clusters
  Score: Raw -617720.680711 + Penalty 2883.011119 = -614837.669592
  nChanged 474
		SP:Iteration 3F (189181.640000 sec): 3 clusters
  Score: Raw -618042.114098 + Penalty 2883.011119 = -615159.102979
  nChanged 430
		SP:Iteration 4F (189181.850000 sec): 3 clusters
  Score: Raw -618388.909624 + Penalty 2883.011119 = -615505.898505
  nChanged 418
		SP:Iteration 5F (189182.050000 sec): 3 clusters
  Score: Raw -618703.158017 + Penalty 2883.011119 = -615820.146898
  nChanged 416
		SP:Iteration 6F (189182.260000 sec): 3 clusters
  Score: Raw -618960.599976 + Penalty 2883.011119 = -616077.588857
  nChanged 326
		SP:Iteration 7Q (189182.460000 sec): 3 clusters
  Score: Raw -619139.330338 + Penalty 2883.011119 = -616256.319219
  nChanged 291
		SP:Iteration 8Q (189182.660000 sec): 3 clusters
  Score: Raw -619282.488093 + Penalty 2883.011119 = -616399.476974
  nChanged 215
		SP:Iteration 9Q (189182.860000 sec): 3 clusters
  Score: Raw -619376.205142 + Penalty 2883.011119 = -616493.194023
  nChanged 186
		SP:Iteration 10Q (189183.070000 sec): 3 clusters
  Score: Raw -619450.264443 + Penalty 2883.011119 = -616567.253323
  nChanged 156
		SP:Iteration 11Q (189183.270000 sec): 3 clusters
  Score: Raw -619513.961149 + Penalty 2883.011119 = -616630.950030
  nChanged 136
		SP:Iteration 12Q (189183.480000 sec): 3 clusters
  Score: Raw -619559.878618 + Penalty 2883.011119 = -616676.867498
  nChanged 116
		SP:Iteration 13Q (189183.680000 sec): 3 clusters
  Score: Raw -619589.254887 + Penalty 2883.011119 = -616706.243768
  nChanged 90
		SP:Iteration 14Q (189183.880000 sec): 3 clusters
  Score: Raw -619613.934231 + Penalty 2883.011119 = -616730.923111
  nChanged 61
		SP:Iteration 15Q (189184.090000 sec): 3 clusters
  Score: Raw -619631.366496 + Penalty 2883.011119 = -616748.355377
  nChanged 60
		SP:Iteration 16Q (189184.300000 sec): 3 clusters
  Score: Raw -619645.294286 + Penalty 2883.011119 = -616762.283167
  nChanged 38
		SP:Iteration 17Q (189184.500000 sec): 3 clusters
  Score: Raw -619653.979255 + Penalty 2883.011119 = -616770.968135
  nChanged 25
		SP:Iteration 18Q (189184.710000 sec): 3 clusters
  Score: Raw -619659.974329 + Penalty 2883.011119 = -616776.963210
  nChanged 30
		SP:Iteration 19Q (189184.910000 sec): 3 clusters
  Score: Raw -619666.551175 + Penalty 2883.011119 = -616783.540055
  nChanged 35
		SP:Iteration 20F (189185.120000 sec): 3 clusters
  Score: Raw -619672.012578 + Penalty 2883.011119 = -616789.001459
  nChanged 29
		SP:Iteration 21Q (189185.320000 sec): 3 clusters
  Score: Raw -619676.906617 + Penalty 2883.011119 = -616793.895497
  nChanged 17
		SP:Iteration 22Q (189185.520000 sec): 3 clusters
  Score: Raw -619680.534540 + Penalty 2883.011119 = -616797.523420
  nChanged 17
		SP:Iteration 23Q (189185.730000 sec): 3 clusters
  Score: Raw -619684.406187 + Penalty 2883.011119 = -616801.395068
  nChanged 25
		SP:Iteration 24Q (189185.930000 sec): 3 clusters
  Score: Raw -619688.403005 + Penalty 2883.011119 = -616805.391886
  nChanged 24
		SP:Iteration 25Q (189186.140000 sec): 3 clusters
  Score: Raw -619692.277068 + Penalty 2883.011119 = -616809.265949
  nChanged 24
		SP:Iteration 26Q (189186.340000 sec): 3 clusters
  Score: Raw -619697.195648 + Penalty 2883.011119 = -616814.184529
  nChanged 20
		SP:Iteration 27Q (189186.540000 sec): 3 clusters
  Score: Raw -619700.721413 + Penalty 2883.011119 = -616817.710294
  nChanged 19
		SP:Iteration 28Q (189186.740000 sec): 3 clusters
  Score: Raw -619703.887507 + Penalty 2883.011119 = -616820.876388
  nChanged 10
		SP:Iteration 29Q (189186.950000 sec): 3 clusters
  Score: Raw -619705.185096 + Penalty 2883.011119 = -616822.173976
  nChanged 10
		SP:Iteration 30Q (189187.150000 sec): 3 clusters
  Score: Raw -619706.716095 + Penalty 2883.011119 = -616823.704976
  nChanged 12
		SP:Iteration 31Q (189187.360000 sec): 3 clusters
  Score: Raw -619707.809055 + Penalty 2883.011119 = -616824.797936
  nChanged 8
		SP:Iteration 32Q (189187.560000 sec): 3 clusters
  Score: Raw -619709.134088 + Penalty 2883.011119 = -616826.122968
  nChanged 11
		SP:Iteration 33Q (189187.760000 sec): 3 clusters
  Score: Raw -619710.431542 + Penalty 2883.011119 = -616827.420423
  nChanged 6
		SP:Iteration 34Q (189187.970000 sec): 3 clusters
  Score: Raw -619711.268220 + Penalty 2883.011119 = -616828.257101
  nChanged 3
		SP:Iteration 35Q (189188.170000 sec): 3 clusters
  Score: Raw -619711.786206 + Penalty 2883.011119 = -616828.775087
  nChanged 1
		SP:Iteration 36Q (189188.370000 sec): 3 clusters
  Score: Raw -619711.840863 + Penalty 2883.011119 = -616828.829744
  nChanged 0
		SP:Iteration 37F (189188.580000 sec): 3 clusters
  Score: Raw -619711.840863 + Penalty 2883.011119 = -616828.829744
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189188.700000 sec): 2 clusters
  Score: Raw -293214.814710 + Penalty 1320.415036 = -291894.399675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189188.830000 sec): 3 clusters
  Score: Raw -291581.837080 + Penalty 2640.830071 = -288941.007009
  nChanged 1293
		SP:Iteration 1F (189188.900000 sec): 3 clusters
  Score: Raw -292379.746154 + Penalty 2640.830071 = -289738.916083
  nChanged 289
		SP:Iteration 2F (189188.960000 sec): 3 clusters
  Score: Raw -292609.180309 + Penalty 2640.830071 = -289968.350237
  nChanged 207
		SP:Iteration 3F (189189.030000 sec): 3 clusters
  Score: Raw -292779.280042 + Penalty 2640.830071 = -290138.449970
  nChanged 182
		SP:Iteration 4F (189189.100000 sec): 3 clusters
  Score: Raw -292921.782816 + Penalty 2640.830071 = -290280.952745
  nChanged 153
		SP:Iteration 5Q (189189.170000 sec): 3 clusters
  Score: Raw -293048.282147 + Penalty 2640.830071 = -290407.452076
  nChanged 147
		SP:Iteration 6Q (189189.240000 sec): 3 clusters
  Score: Raw -293184.955137 + Penalty 2640.830071 = -290544.125066
  nChanged 140
		SP:Iteration 7Q (189189.300000 sec): 3 clusters
  Score: Raw -293288.868946 + Penalty 2640.830071 = -290648.038874
  nChanged 125
		SP:Iteration 8Q (189189.370000 sec): 3 clusters
  Score: Raw -293380.495241 + Penalty 2640.830071 = -290739.665170
  nChanged 106
		SP:Iteration 9Q (189189.440000 sec): 3 clusters
  Score: Raw -293457.420960 + Penalty 2640.830071 = -290816.590888
  nChanged 86
		SP:Iteration 10Q (189189.500000 sec): 3 clusters
  Score: Raw -293515.700344 + Penalty 2640.830071 = -290874.870272
  nChanged 72
		SP:Iteration 11Q (189189.570000 sec): 3 clusters
  Score: Raw -293556.800636 + Penalty 2640.830071 = -290915.970564
  nChanged 48
		SP:Iteration 12Q (189189.640000 sec): 3 clusters
  Score: Raw -293580.995319 + Penalty 2640.830071 = -290940.165248
  nChanged 36
		SP:Iteration 13Q (189189.710000 sec): 3 clusters
  Score: Raw -293595.652667 + Penalty 2640.830071 = -290954.822595
  nChanged 31
		SP:Iteration 14Q (189189.780000 sec): 3 clusters
  Score: Raw -293610.158738 + Penalty 2640.830071 = -290969.328667
  nChanged 19
		SP:Iteration 15Q (189189.840000 sec): 3 clusters
  Score: Raw -293617.413077 + Penalty 2640.830071 = -290976.583006
  nChanged 18
		SP:Iteration 16Q (189189.910000 sec): 3 clusters
  Score: Raw -293623.406593 + Penalty 2640.830071 = -290982.576521
  nChanged 12
		SP:Iteration 17Q (189189.980000 sec): 3 clusters
  Score: Raw -293629.329565 + Penalty 2640.830071 = -290988.499494
  nChanged 12
		SP:Iteration 18Q (189190.040000 sec): 3 clusters
  Score: Raw -293634.084464 + Penalty 2640.830071 = -290993.254393
  nChanged 9
		SP:Iteration 19Q (189190.110000 sec): 3 clusters
  Score: Raw -293638.305980 + Penalty 2640.830071 = -290997.475909
  nChanged 10
		SP:Iteration 20F (189190.240000 sec): 3 clusters
  Score: Raw -293644.700383 + Penalty 2640.830071 = -291003.870312
  nChanged 15
		SP:Iteration 21Q (189190.360000 sec): 3 clusters
  Score: Raw -293649.719569 + Penalty 2640.830071 = -291008.889497
  nChanged 9
		SP:Iteration 22Q (189190.430000 sec): 3 clusters
  Score: Raw -293652.824640 + Penalty 2640.830071 = -291011.994569
  nChanged 11
		SP:Iteration 23Q (189190.500000 sec): 3 clusters
  Score: Raw -293658.579174 + Penalty 2640.830071 = -291017.749102
  nChanged 13
		SP:Iteration 24Q (189190.560000 sec): 3 clusters
  Score: Raw -293663.934520 + Penalty 2640.830071 = -291023.104448
  nChanged 14
		SP:Iteration 25Q (189190.620000 sec): 3 clusters
  Score: Raw -293669.064856 + Penalty 2640.830071 = -291028.234785
  nChanged 12
		SP:Iteration 26Q (189190.680000 sec): 3 clusters
  Score: Raw -293672.910995 + Penalty 2640.830071 = -291032.080924
  nChanged 12
		SP:Iteration 27Q (189190.750000 sec): 3 clusters
  Score: Raw -293681.117932 + Penalty 2640.830071 = -291040.287861
  nChanged 19
		SP:Iteration 28Q (189190.810000 sec): 3 clusters
  Score: Raw -293692.523156 + Penalty 2640.830071 = -291051.693085
  nChanged 23
		SP:Iteration 29Q (189190.880000 sec): 3 clusters
  Score: Raw -293701.765646 + Penalty 2640.830071 = -291060.935575
  nChanged 16
		SP:Iteration 30Q (189190.950000 sec): 3 clusters
  Score: Raw -293708.037531 + Penalty 2640.830071 = -291067.207459
  nChanged 11
		SP:Iteration 31Q (189191.010000 sec): 3 clusters
  Score: Raw -293711.299454 + Penalty 2640.830071 = -291070.469383
  nChanged 12
		SP:Iteration 32Q (189191.080000 sec): 3 clusters
  Score: Raw -293714.835456 + Penalty 2640.830071 = -291074.005385
  nChanged 12
		SP:Iteration 33Q (189191.140000 sec): 3 clusters
  Score: Raw -293719.317822 + Penalty 2640.830071 = -291078.487751
  nChanged 16
		SP:Iteration 34Q (189191.210000 sec): 3 clusters
  Score: Raw -293724.298570 + Penalty 2640.830071 = -291083.468499
  nChanged 9
		SP:Iteration 35Q (189191.270000 sec): 3 clusters
  Score: Raw -293727.300561 + Penalty 2640.830071 = -291086.470490
  nChanged 3
		SP:Iteration 36Q (189191.340000 sec): 3 clusters
  Score: Raw -293728.311282 + Penalty 2640.830071 = -291087.481210
  nChanged 2
		SP:Iteration 37Q (189191.400000 sec): 3 clusters
  Score: Raw -293729.010315 + Penalty 2640.830071 = -291088.180244
  nChanged 3
		SP:Iteration 38Q (189191.460000 sec): 3 clusters
  Score: Raw -293729.626008 + Penalty 2640.830071 = -291088.795937
  nChanged 3
		SP:Iteration 39Q (189191.530000 sec): 3 clusters
  Score: Raw -293730.240793 + Penalty 2640.830071 = -291089.410722
  nChanged 1
		SP:Iteration 40F (189191.630000 sec): 3 clusters
  Score: Raw -293730.504347 + Penalty 2640.830071 = -291089.674275
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (3126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189191.700000 sec): 2 clusters
  Score: Raw -223954.713620 + Penalty 1307.720296 = -222646.993324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189191.880000 sec): 3 clusters
  Score: Raw -222453.799918 + Penalty 2615.440591 = -219838.359327
  nChanged 1193
		SP:Iteration 1F (189192.050000 sec): 3 clusters
  Score: Raw -223212.936119 + Penalty 2615.440591 = -220597.495528
  nChanged 302
		SP:Iteration 2F (189192.230000 sec): 3 clusters
  Score: Raw -223510.695473 + Penalty 2615.440591 = -220895.254882
  nChanged 254
		SP:Iteration 3F (189192.400000 sec): 3 clusters
  Score: Raw -223778.741774 + Penalty 2615.440591 = -221163.301183
  nChanged 189
		SP:Iteration 4F (189192.580000 sec): 3 clusters
  Score: Raw -223994.286858 + Penalty 2615.440591 = -221378.846267
  nChanged 179
		SP:Iteration 5F (189192.760000 sec): 3 clusters
  Score: Raw -224187.798870 + Penalty 2615.440591 = -221572.358278
  nChanged 157
		SP:Iteration 6F (189192.930000 sec): 3 clusters
  Score: Raw -224336.431007 + Penalty 2615.440591 = -221720.990416
  nChanged 126
		SP:Iteration 7Q (189193.110000 sec): 3 clusters
  Score: Raw -224453.707601 + Penalty 2615.440591 = -221838.267009
  nChanged 108
		SP:Iteration 8Q (189193.280000 sec): 3 clusters
  Score: Raw -224553.699186 + Penalty 2615.440591 = -221938.258595
  nChanged 89
		SP:Iteration 9Q (189193.460000 sec): 3 clusters
  Score: Raw -224634.814925 + Penalty 2615.440591 = -222019.374334
  nChanged 87
		SP:Iteration 10Q (189193.640000 sec): 3 clusters
  Score: Raw -224725.199738 + Penalty 2615.440591 = -222109.759147
  nChanged 76
		SP:Iteration 11Q (189193.810000 sec): 3 clusters
  Score: Raw -224784.710740 + Penalty 2615.440591 = -222169.270148
  nChanged 51
		SP:Iteration 12Q (189193.990000 sec): 3 clusters
  Score: Raw -224821.417836 + Penalty 2615.440591 = -222205.977245
  nChanged 47
		SP:Iteration 13Q (189194.160000 sec): 3 clusters
  Score: Raw -224855.021699 + Penalty 2615.440591 = -222239.581108
  nChanged 41
		SP:Iteration 14Q (189194.340000 sec): 3 clusters
  Score: Raw -224884.585882 + Penalty 2615.440591 = -222269.145291
  nChanged 32
		SP:Iteration 15Q (189194.520000 sec): 3 clusters
  Score: Raw -224900.487691 + Penalty 2615.440591 = -222285.047100
  nChanged 24
		SP:Iteration 16Q (189194.690000 sec): 3 clusters
  Score: Raw -224914.370745 + Penalty 2615.440591 = -222298.930154
  nChanged 16
		SP:Iteration 17Q (189194.870000 sec): 3 clusters
  Score: Raw -224920.772807 + Penalty 2615.440591 = -222305.332216
  nChanged 15
		SP:Iteration 18Q (189195.040000 sec): 3 clusters
  Score: Raw -224929.446875 + Penalty 2615.440591 = -222314.006284
  nChanged 17
		SP:Iteration 19Q (189195.220000 sec): 3 clusters
  Score: Raw -224940.174307 + Penalty 2615.440591 = -222324.733716
  nChanged 16
		SP:Iteration 20F (189195.390000 sec): 3 clusters
  Score: Raw -224949.737701 + Penalty 2615.440591 = -222334.297110
  nChanged 8
		SP:Iteration 21Q (189195.570000 sec): 3 clusters
  Score: Raw -224952.476201 + Penalty 2615.440591 = -222337.035610
  nChanged 3
		SP:Iteration 22Q (189195.750000 sec): 3 clusters
  Score: Raw -224953.600520 + Penalty 2615.440591 = -222338.159929
  nChanged 4
		SP:Iteration 23Q (189195.920000 sec): 3 clusters
  Score: Raw -224954.887339 + Penalty 2615.440591 = -222339.446748
  nChanged 2
		SP:Iteration 24Q (189196.100000 sec): 3 clusters
  Score: Raw -224955.485731 + Penalty 2615.440591 = -222340.045140
  nChanged 1
		SP:Iteration 25Q (189196.270000 sec): 3 clusters
  Score: Raw -224956.121688 + Penalty 2615.440591 = -222340.681097
  nChanged 2
		SP:Iteration 26Q (189196.450000 sec): 3 clusters
  Score: Raw -224956.594112 + Penalty 2615.440591 = -222341.153521
  nChanged 3
		SP:Iteration 27Q (189196.630000 sec): 3 clusters
  Score: Raw -224957.275016 + Penalty 2615.440591 = -222341.834425
  nChanged 0
		SP:Iteration 28F (189196.800000 sec): 3 clusters
  Score: Raw -224957.275016 + Penalty 2615.440591 = -222341.834425
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (4448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189196.900000 sec): 2 clusters
  Score: Raw -306724.422192 + Penalty 1365.034098 = -305359.388094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189197.080000 sec): 3 clusters
  Score: Raw -304442.488977 + Penalty 2730.068197 = -301712.420781
  nChanged 1761
		SP:Iteration 1F (189197.250000 sec): 3 clusters
  Score: Raw -305481.532324 + Penalty 2730.068197 = -302751.464128
  nChanged 366
		SP:Iteration 2F (189197.430000 sec): 3 clusters
  Score: Raw -305772.769746 + Penalty 2730.068197 = -303042.701549
  nChanged 307
		SP:Iteration 3F (189197.610000 sec): 3 clusters
  Score: Raw -306009.522558 + Penalty 2730.068197 = -303279.454362
  nChanged 261
		SP:Iteration 4F (189197.780000 sec): 3 clusters
  Score: Raw -306233.911500 + Penalty 2730.068197 = -303503.843303
  nChanged 250
		SP:Iteration 5F (189197.960000 sec): 3 clusters
  Score: Raw -306429.911460 + Penalty 2730.068197 = -303699.843263
  nChanged 210
		SP:Iteration 6Q (189198.130000 sec): 3 clusters
  Score: Raw -306568.920080 + Penalty 2730.068197 = -303838.851884
  nChanged 170
		SP:Iteration 7Q (189198.310000 sec): 3 clusters
  Score: Raw -306668.438236 + Penalty 2730.068197 = -303938.370039
  nChanged 160
		SP:Iteration 8Q (189198.490000 sec): 3 clusters
  Score: Raw -306755.740870 + Penalty 2730.068197 = -304025.672673
  nChanged 112
		SP:Iteration 9Q (189198.660000 sec): 3 clusters
  Score: Raw -306802.812848 + Penalty 2730.068197 = -304072.744651
  nChanged 90
		SP:Iteration 10Q (189198.830000 sec): 3 clusters
  Score: Raw -306840.033808 + Penalty 2730.068197 = -304109.965612
  nChanged 59
		SP:Iteration 11Q (189199.010000 sec): 3 clusters
  Score: Raw -306863.112374 + Penalty 2730.068197 = -304133.044178
  nChanged 46
		SP:Iteration 12Q (189199.190000 sec): 3 clusters
  Score: Raw -306881.756948 + Penalty 2730.068197 = -304151.688751
  nChanged 52
		SP:Iteration 13Q (189199.360000 sec): 3 clusters
  Score: Raw -306899.881658 + Penalty 2730.068197 = -304169.813462
  nChanged 46
		SP:Iteration 14Q (189199.540000 sec): 3 clusters
  Score: Raw -306916.418715 + Penalty 2730.068197 = -304186.350518
  nChanged 41
		SP:Iteration 15Q (189199.710000 sec): 3 clusters
  Score: Raw -306931.462214 + Penalty 2730.068197 = -304201.394017
  nChanged 33
		SP:Iteration 16Q (189199.890000 sec): 3 clusters
  Score: Raw -306944.241117 + Penalty 2730.068197 = -304214.172921
  nChanged 37
		SP:Iteration 17Q (189200.070000 sec): 3 clusters
  Score: Raw -306961.053919 + Penalty 2730.068197 = -304230.985722
  nChanged 39
		SP:Iteration 18Q (189200.240000 sec): 3 clusters
  Score: Raw -306978.320706 + Penalty 2730.068197 = -304248.252509
  nChanged 47
		SP:Iteration 19Q (189200.420000 sec): 3 clusters
  Score: Raw -306996.649144 + Penalty 2730.068197 = -304266.580947
  nChanged 38
		SP:Iteration 20F (189200.590000 sec): 3 clusters
  Score: Raw -307009.247193 + Penalty 2730.068197 = -304279.178996
  nChanged 32
		SP:Iteration 21Q (189200.770000 sec): 3 clusters
  Score: Raw -307021.082031 + Penalty 2730.068197 = -304291.013835
  nChanged 31
		SP:Iteration 22Q (189200.950000 sec): 3 clusters
  Score: Raw -307030.418660 + Penalty 2730.068197 = -304300.350463
  nChanged 25
		SP:Iteration 23Q (189201.120000 sec): 3 clusters
  Score: Raw -307037.824809 + Penalty 2730.068197 = -304307.756612
  nChanged 20
		SP:Iteration 24Q (189201.300000 sec): 3 clusters
  Score: Raw -307042.618035 + Penalty 2730.068197 = -304312.549839
  nChanged 12
		SP:Iteration 25Q (189201.470000 sec): 3 clusters
  Score: Raw -307046.175133 + Penalty 2730.068197 = -304316.106936
  nChanged 22
		SP:Iteration 26Q (189201.650000 sec): 3 clusters
  Score: Raw -307055.028947 + Penalty 2730.068197 = -304324.960751
  nChanged 24
		SP:Iteration 27Q (189201.830000 sec): 3 clusters
  Score: Raw -307065.898258 + Penalty 2730.068197 = -304335.830062
  nChanged 26
		SP:Iteration 28Q (189202.000000 sec): 3 clusters
  Score: Raw -307073.681847 + Penalty 2730.068197 = -304343.613650
  nChanged 28
		SP:Iteration 29Q (189202.180000 sec): 3 clusters
  Score: Raw -307083.870230 + Penalty 2730.068197 = -304353.802034
  nChanged 31
		SP:Iteration 30Q (189202.350000 sec): 3 clusters
  Score: Raw -307093.140656 + Penalty 2730.068197 = -304363.072459
  nChanged 26
		SP:Iteration 31Q (189202.530000 sec): 3 clusters
  Score: Raw -307100.989033 + Penalty 2730.068197 = -304370.920837
  nChanged 28
		SP:Iteration 32Q (189202.710000 sec): 3 clusters
  Score: Raw -307109.687658 + Penalty 2730.068197 = -304379.619462
  nChanged 26
		SP:Iteration 33Q (189202.880000 sec): 3 clusters
  Score: Raw -307117.855766 + Penalty 2730.068197 = -304387.787570
  nChanged 34
		SP:Iteration 34Q (189203.060000 sec): 3 clusters
  Score: Raw -307128.936349 + Penalty 2730.068197 = -304398.868152
  nChanged 38
		SP:Iteration 35Q (189203.230000 sec): 3 clusters
  Score: Raw -307140.720478 + Penalty 2730.068197 = -304410.652281
  nChanged 33
		SP:Iteration 36Q (189203.390000 sec): 3 clusters
  Score: Raw -307152.544148 + Penalty 2730.068197 = -304422.475951
  nChanged 19
		SP:Iteration 37Q (189203.590000 sec): 3 clusters
  Score: Raw -307158.586062 + Penalty 2730.068197 = -304428.517865
  nChanged 22
		SP:Iteration 38Q (189203.760000 sec): 3 clusters
  Score: Raw -307165.275547 + Penalty 2730.068197 = -304435.207350
  nChanged 18
		SP:Iteration 39Q (189203.930000 sec): 3 clusters
  Score: Raw -307171.227118 + Penalty 2730.068197 = -304441.158921
  nChanged 13
		SP:Iteration 40F (189204.110000 sec): 3 clusters
  Score: Raw -307175.159716 + Penalty 2730.068197 = -304445.091520
  nChanged 14
		SP:Iteration 41Q (189204.290000 sec): 3 clusters
  Score: Raw -307180.953526 + Penalty 2730.068197 = -304450.885329
  nChanged 19
		SP:Iteration 42Q (189204.460000 sec): 3 clusters
  Score: Raw -307188.426455 + Penalty 2730.068197 = -304458.358259
  nChanged 23
		SP:Iteration 43Q (189204.640000 sec): 3 clusters
  Score: Raw -307195.326586 + Penalty 2730.068197 = -304465.258389
  nChanged 16
		SP:Iteration 44Q (189204.810000 sec): 3 clusters
  Score: Raw -307202.957795 + Penalty 2730.068197 = -304472.889598
  nChanged 24
		SP:Iteration 45Q (189204.990000 sec): 3 clusters
  Score: Raw -307212.037889 + Penalty 2730.068197 = -304481.969692
  nChanged 32
		SP:Iteration 46Q (189205.170000 sec): 3 clusters
  Score: Raw -307222.049489 + Penalty 2730.068197 = -304491.981292
  nChanged 26
		SP:Iteration 47Q (189205.340000 sec): 3 clusters
  Score: Raw -307229.744006 + Penalty 2730.068197 = -304499.675810
  nChanged 26
		SP:Iteration 48Q (189205.520000 sec): 3 clusters
  Score: Raw -307236.728478 + Penalty 2730.068197 = -304506.660282
  nChanged 21
		SP:Iteration 49Q (189205.690000 sec): 3 clusters
  Score: Raw -307245.552543 + Penalty 2730.068197 = -304515.484346
  nChanged 21
		SP:Iteration 50Q (189205.870000 sec): 3 clusters
  Score: Raw -307253.411470 + Penalty 2730.068197 = -304523.343274
  nChanged 18
		SP:Iteration 51Q (189206.050000 sec): 3 clusters
  Score: Raw -307259.361802 + Penalty 2730.068197 = -304529.293606
  nChanged 13
		SP:Iteration 52Q (189206.220000 sec): 3 clusters
  Score: Raw -307262.796728 + Penalty 2730.068197 = -304532.728531
  nChanged 13
		SP:Iteration 53Q (189206.400000 sec): 3 clusters
  Score: Raw -307267.059509 + Penalty 2730.068197 = -304536.991312
  nChanged 10
		SP:Iteration 54Q (189206.570000 sec): 3 clusters
  Score: Raw -307269.487562 + Penalty 2730.068197 = -304539.419365
  nChanged 13
		SP:Iteration 55Q (189206.750000 sec): 3 clusters
  Score: Raw -307272.443378 + Penalty 2730.068197 = -304542.375182
  nChanged 8
		SP:Iteration 56Q (189206.930000 sec): 3 clusters
  Score: Raw -307274.160479 + Penalty 2730.068197 = -304544.092283
  nChanged 5
		SP:Iteration 57Q (189207.100000 sec): 3 clusters
  Score: Raw -307274.882893 + Penalty 2730.068197 = -304544.814696
  nChanged 5
		SP:Iteration 58Q (189207.280000 sec): 3 clusters
  Score: Raw -307275.599001 + Penalty 2730.068197 = -304545.530804
  nChanged 2
		SP:Iteration 59Q (189207.450000 sec): 3 clusters
  Score: Raw -307275.708811 + Penalty 2730.068197 = -304545.640614
  nChanged 1
		SP:Iteration 60F (189207.630000 sec): 3 clusters
  Score: Raw -307275.788738 + Penalty 2730.068197 = -304545.720542
  nChanged 1
		SP:Iteration 61Q (189207.800000 sec): 3 clusters
  Score: Raw -307275.885271 + Penalty 2730.068197 = -304545.817074
  nChanged 0
		SP:Iteration 62F (189207.980000 sec): 3 clusters
  Score: Raw -307275.885271 + Penalty 2730.068197 = -304545.817074
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (1995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189208.060000 sec): 2 clusters
  Score: Raw -185780.586420 + Penalty 1234.739891 = -184545.846529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189208.230000 sec): 3 clusters
  Score: Raw -184916.485900 + Penalty 2469.479782 = -182447.006118
  nChanged 706
		SP:Iteration 1F (189208.410000 sec): 3 clusters
  Score: Raw -185401.081204 + Penalty 2469.479782 = -182931.601422
  nChanged 205
		SP:Iteration 2F (189208.590000 sec): 3 clusters
  Score: Raw -185615.744352 + Penalty 2469.479782 = -183146.264570
  nChanged 111
		SP:Iteration 3F (189208.760000 sec): 3 clusters
  Score: Raw -185735.534310 + Penalty 2469.479782 = -183266.054528
  nChanged 84
		SP:Iteration 4Q (189208.940000 sec): 3 clusters
  Score: Raw -185815.266413 + Penalty 2469.479782 = -183345.786631
  nChanged 77
		SP:Iteration 5Q (189209.110000 sec): 3 clusters
  Score: Raw -185902.075977 + Penalty 2469.479782 = -183432.596195
  nChanged 68
		SP:Iteration 6Q (189209.290000 sec): 3 clusters
  Score: Raw -185992.495924 + Penalty 2469.479782 = -183523.016142
  nChanged 74
		SP:Iteration 7Q (189209.470000 sec): 3 clusters
  Score: Raw -186079.516943 + Penalty 2469.479782 = -183610.037161
  nChanged 88
		SP:Iteration 8Q (189209.640000 sec): 3 clusters
  Score: Raw -186188.116898 + Penalty 2469.479782 = -183718.637116
  nChanged 84
		SP:Iteration 9Q (189209.820000 sec): 3 clusters
  Score: Raw -186309.328547 + Penalty 2469.479782 = -183839.848765
  nChanged 80
		SP:Iteration 10Q (189209.990000 sec): 3 clusters
  Score: Raw -186454.556274 + Penalty 2469.479782 = -183985.076492
  nChanged 83
		SP:Iteration 11Q (189210.170000 sec): 3 clusters
  Score: Raw -186643.008885 + Penalty 2469.479782 = -184173.529103
  nChanged 76
		SP:Iteration 12Q (189210.350000 sec): 3 clusters
  Score: Raw -186814.152509 + Penalty 2469.479782 = -184344.672726
  nChanged 61
		SP:Iteration 13Q (189210.520000 sec): 3 clusters
  Score: Raw -186917.255233 + Penalty 2469.479782 = -184447.775451
  nChanged 27
		SP:Iteration 14Q (189210.700000 sec): 3 clusters
  Score: Raw -186953.171439 + Penalty 2469.479782 = -184483.691657
  nChanged 15
		SP:Iteration 15Q (189210.870000 sec): 3 clusters
  Score: Raw -186974.579498 + Penalty 2469.479782 = -184505.099716
  nChanged 12
		SP:Iteration 16Q (189211.050000 sec): 3 clusters
  Score: Raw -186988.530757 + Penalty 2469.479782 = -184519.050975
  nChanged 5
		SP:Iteration 17Q (189211.230000 sec): 3 clusters
  Score: Raw -186995.444015 + Penalty 2469.479782 = -184525.964233
  nChanged 3
		SP:Iteration 18Q (189211.400000 sec): 3 clusters
  Score: Raw -186996.992121 + Penalty 2469.479782 = -184527.512339
  nChanged 0
		SP:Iteration 19F (189211.570000 sec): 3 clusters
  Score: Raw -186996.992121 + Penalty 2469.479782 = -184527.512339
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (6238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189211.690000 sec): 2 clusters
  Score: Raw -568096.974425 + Penalty 1419.992421 = -566676.982005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189211.910000 sec): 3 clusters
  Score: Raw -564760.428196 + Penalty 2839.984842 = -561920.443355
  nChanged 2613
		SP:Iteration 1F (189212.070000 sec): 3 clusters
  Score: Raw -566288.663525 + Penalty 2839.984842 = -563448.678683
  nChanged 490
		SP:Iteration 2F (189212.240000 sec): 3 clusters
  Score: Raw -566589.007209 + Penalty 2839.984842 = -563749.022367
  nChanged 384
		SP:Iteration 3F (189212.450000 sec): 3 clusters
  Score: Raw -566841.002667 + Penalty 2839.984842 = -564001.017825
  nChanged 348
		SP:Iteration 4F (189212.660000 sec): 3 clusters
  Score: Raw -567068.215659 + Penalty 2839.984842 = -564228.230818
  nChanged 303
		SP:Iteration 5Q (189212.870000 sec): 3 clusters
  Score: Raw -567275.936866 + Penalty 2839.984842 = -564435.952024
  nChanged 283
		SP:Iteration 6Q (189213.070000 sec): 3 clusters
  Score: Raw -567480.675765 + Penalty 2839.984842 = -564640.690923
  nChanged 248
		SP:Iteration 7Q (189213.280000 sec): 3 clusters
  Score: Raw -567655.585656 + Penalty 2839.984842 = -564815.600815
  nChanged 196
		SP:Iteration 8Q (189213.490000 sec): 3 clusters
  Score: Raw -567800.778016 + Penalty 2839.984842 = -564960.793174
  nChanged 183
		SP:Iteration 9Q (189213.700000 sec): 3 clusters
  Score: Raw -567936.955714 + Penalty 2839.984842 = -565096.970873
  nChanged 167
		SP:Iteration 10Q (189213.910000 sec): 3 clusters
  Score: Raw -568062.776080 + Penalty 2839.984842 = -565222.791238
  nChanged 138
		SP:Iteration 11Q (189214.110000 sec): 3 clusters
  Score: Raw -568150.597887 + Penalty 2839.984842 = -565310.613046
  nChanged 89
		SP:Iteration 12Q (189214.290000 sec): 3 clusters
  Score: Raw -568192.793062 + Penalty 2839.984842 = -565352.808221
  nChanged 57
		SP:Iteration 13Q (189214.510000 sec): 3 clusters
  Score: Raw -568214.183009 + Penalty 2839.984842 = -565374.198167
  nChanged 38
		SP:Iteration 14Q (189214.630000 sec): 3 clusters
  Score: Raw -568235.280290 + Penalty 2839.984842 = -565395.295449
  nChanged 48
		SP:Iteration 15Q (189214.830000 sec): 3 clusters
  Score: Raw -568256.787653 + Penalty 2839.984842 = -565416.802812
  nChanged 46
		SP:Iteration 16Q (189214.990000 sec): 3 clusters
  Score: Raw -568278.079300 + Penalty 2839.984842 = -565438.094459
  nChanged 38
		SP:Iteration 17Q (189215.160000 sec): 3 clusters
  Score: Raw -568297.221643 + Penalty 2839.984842 = -565457.236801
  nChanged 31
		SP:Iteration 18Q (189215.330000 sec): 3 clusters
  Score: Raw -568312.701535 + Penalty 2839.984842 = -565472.716693
  nChanged 24
		SP:Iteration 19Q (189215.490000 sec): 3 clusters
  Score: Raw -568333.512485 + Penalty 2839.984842 = -565493.527643
  nChanged 29
		SP:Iteration 20F (189215.700000 sec): 3 clusters
  Score: Raw -568354.658446 + Penalty 2839.984842 = -565514.673604
  nChanged 38
		SP:Iteration 21Q (189215.870000 sec): 3 clusters
  Score: Raw -568375.262170 + Penalty 2839.984842 = -565535.277328
  nChanged 22
		SP:Iteration 22Q (189216.040000 sec): 3 clusters
  Score: Raw -568382.707057 + Penalty 2839.984842 = -565542.722216
  nChanged 15
		SP:Iteration 23Q (189216.200000 sec): 3 clusters
  Score: Raw -568388.593186 + Penalty 2839.984842 = -565548.608344
  nChanged 16
		SP:Iteration 24Q (189216.410000 sec): 3 clusters
  Score: Raw -568395.543547 + Penalty 2839.984842 = -565555.558705
  nChanged 19
		SP:Iteration 25Q (189216.580000 sec): 3 clusters
  Score: Raw -568404.684089 + Penalty 2839.984842 = -565564.699247
  nChanged 22
		SP:Iteration 26Q (189216.790000 sec): 3 clusters
  Score: Raw -568416.146636 + Penalty 2839.984842 = -565576.161795
  nChanged 20
		SP:Iteration 27Q (189216.960000 sec): 3 clusters
  Score: Raw -568428.117501 + Penalty 2839.984842 = -565588.132659
  nChanged 22
		SP:Iteration 28Q (189217.130000 sec): 3 clusters
  Score: Raw -568450.776013 + Penalty 2839.984842 = -565610.791171
  nChanged 27
		SP:Iteration 29Q (189217.290000 sec): 3 clusters
  Score: Raw -568470.998355 + Penalty 2839.984842 = -565631.013513
  nChanged 26
		SP:Iteration 30Q (189217.460000 sec): 3 clusters
  Score: Raw -568494.883813 + Penalty 2839.984842 = -565654.898971
  nChanged 27
		SP:Iteration 31Q (189217.630000 sec): 3 clusters
  Score: Raw -568520.119308 + Penalty 2839.984842 = -565680.134466
  nChanged 32
		SP:Iteration 32Q (189217.790000 sec): 3 clusters
  Score: Raw -568547.875582 + Penalty 2839.984842 = -565707.890741
  nChanged 27
		SP:Iteration 33Q (189217.960000 sec): 3 clusters
  Score: Raw -568568.012668 + Penalty 2839.984842 = -565728.027827
  nChanged 24
		SP:Iteration 34Q (189218.170000 sec): 3 clusters
  Score: Raw -568586.187760 + Penalty 2839.984842 = -565746.202919
  nChanged 25
		SP:Iteration 35Q (189218.340000 sec): 3 clusters
  Score: Raw -568599.663813 + Penalty 2839.984842 = -565759.678972
  nChanged 22
		SP:Iteration 36Q (189218.510000 sec): 3 clusters
  Score: Raw -568618.256366 + Penalty 2839.984842 = -565778.271525
  nChanged 25
		SP:Iteration 37Q (189218.670000 sec): 3 clusters
  Score: Raw -568632.168401 + Penalty 2839.984842 = -565792.183560
  nChanged 8
		SP:Iteration 38Q (189218.840000 sec): 3 clusters
  Score: Raw -568636.922488 + Penalty 2839.984842 = -565796.937646
  nChanged 9
		SP:Iteration 39Q (189219.010000 sec): 3 clusters
  Score: Raw -568640.228037 + Penalty 2839.984842 = -565800.243196
  nChanged 7
		SP:Iteration 40F (189219.220000 sec): 3 clusters
  Score: Raw -568643.010007 + Penalty 2839.984842 = -565803.025165
  nChanged 1
		SP:Iteration 41Q (189219.460000 sec): 3 clusters
  Score: Raw -568643.636696 + Penalty 2839.984842 = -565803.651854
  nChanged 2
		SP:Iteration 42Q (189219.640000 sec): 3 clusters
  Score: Raw -568644.392447 + Penalty 2839.984842 = -565804.407605
  nChanged 2
		SP:Iteration 43Q (189219.810000 sec): 3 clusters
  Score: Raw -568645.463172 + Penalty 2839.984842 = -565805.478331
  nChanged 0
		SP:Iteration 44F (189219.920000 sec): 3 clusters
  Score: Raw -568645.463172 + Penalty 2839.984842 = -565805.478331
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (1953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189220.060000 sec): 2 clusters
  Score: Raw -163738.035074 + Penalty 1231.282314 = -162506.752760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189220.210000 sec): 3 clusters
  Score: Raw -162955.980706 + Penalty 2462.564628 = -160493.416079
  nChanged 702
		SP:Iteration 1F (189220.390000 sec): 3 clusters
  Score: Raw -163572.414554 + Penalty 2462.564628 = -161109.849927
  nChanged 159
		SP:Iteration 2F (189220.560000 sec): 3 clusters
  Score: Raw -163701.997112 + Penalty 2462.564628 = -161239.432485
  nChanged 95
		SP:Iteration 3Q (189220.740000 sec): 3 clusters
  Score: Raw -163780.207218 + Penalty 2462.564628 = -161317.642591
  nChanged 73
		SP:Iteration 4Q (189220.920000 sec): 3 clusters
  Score: Raw -163842.444414 + Penalty 2462.564628 = -161379.879787
  nChanged 66
		SP:Iteration 5Q (189221.090000 sec): 3 clusters
  Score: Raw -163895.275160 + Penalty 2462.564628 = -161432.710533
  nChanged 50
		SP:Iteration 6Q (189221.270000 sec): 3 clusters
  Score: Raw -163933.799991 + Penalty 2462.564628 = -161471.235363
  nChanged 39
		SP:Iteration 7Q (189221.440000 sec): 3 clusters
  Score: Raw -163957.321950 + Penalty 2462.564628 = -161494.757322
  nChanged 30
		SP:Iteration 8Q (189221.620000 sec): 3 clusters
  Score: Raw -163981.741417 + Penalty 2462.564628 = -161519.176789
  nChanged 24
		SP:Iteration 9Q (189221.800000 sec): 3 clusters
  Score: Raw -163996.908358 + Penalty 2462.564628 = -161534.343730
  nChanged 23
		SP:Iteration 10Q (189221.970000 sec): 3 clusters
  Score: Raw -164011.385510 + Penalty 2462.564628 = -161548.820883
  nChanged 22
		SP:Iteration 11Q (189222.150000 sec): 3 clusters
  Score: Raw -164031.110839 + Penalty 2462.564628 = -161568.546211
  nChanged 18
		SP:Iteration 12Q (189222.320000 sec): 3 clusters
  Score: Raw -164043.658504 + Penalty 2462.564628 = -161581.093876
  nChanged 15
		SP:Iteration 13Q (189222.500000 sec): 3 clusters
  Score: Raw -164056.187628 + Penalty 2462.564628 = -161593.623000
  nChanged 17
		SP:Iteration 14Q (189222.680000 sec): 3 clusters
  Score: Raw -164067.988878 + Penalty 2462.564628 = -161605.424250
  nChanged 9
		SP:Iteration 15Q (189222.850000 sec): 3 clusters
  Score: Raw -164074.265680 + Penalty 2462.564628 = -161611.701052
  nChanged 5
		SP:Iteration 16Q (189223.030000 sec): 3 clusters
  Score: Raw -164076.877097 + Penalty 2462.564628 = -161614.312469
  nChanged 1
		SP:Iteration 17Q (189223.200000 sec): 3 clusters
  Score: Raw -164077.171524 + Penalty 2462.564628 = -161614.606896
  nChanged 0
		SP:Iteration 18F (189223.380000 sec): 3 clusters
  Score: Raw -164077.171524 + Penalty 2462.564628 = -161614.606896
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (7372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189223.470000 sec): 2 clusters
  Score: Raw -676479.177195 + Penalty 1447.134702 = -675032.042493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189223.690000 sec): 3 clusters
  Score: Raw -672461.465482 + Penalty 2894.269404 = -669567.196078
  nChanged 3062
		SP:Iteration 1F (189223.890000 sec): 3 clusters
  Score: Raw -674512.173356 + Penalty 2894.269404 = -671617.903952
  nChanged 671
		SP:Iteration 2F (189224.090000 sec): 3 clusters
  Score: Raw -675071.853727 + Penalty 2894.269404 = -672177.584324
  nChanged 571
		SP:Iteration 3F (189224.290000 sec): 3 clusters
  Score: Raw -675503.320843 + Penalty 2894.269404 = -672609.051440
  nChanged 455
		SP:Iteration 4F (189224.490000 sec): 3 clusters
  Score: Raw -675808.416368 + Penalty 2894.269404 = -672914.146965
  nChanged 352
		SP:Iteration 5Q (189224.690000 sec): 3 clusters
  Score: Raw -676028.483580 + Penalty 2894.269404 = -673134.214177
  nChanged 291
		SP:Iteration 6Q (189224.890000 sec): 3 clusters
  Score: Raw -676188.364123 + Penalty 2894.269404 = -673294.094720
  nChanged 240
		SP:Iteration 7Q (189225.100000 sec): 3 clusters
  Score: Raw -676325.731458 + Penalty 2894.269404 = -673431.462054
  nChanged 206
		SP:Iteration 8Q (189225.300000 sec): 3 clusters
  Score: Raw -676430.982852 + Penalty 2894.269404 = -673536.713449
  nChanged 162
		SP:Iteration 9Q (189225.500000 sec): 3 clusters
  Score: Raw -676516.651939 + Penalty 2894.269404 = -673622.382535
  nChanged 148
		SP:Iteration 10Q (189225.700000 sec): 3 clusters
  Score: Raw -676584.764010 + Penalty 2894.269404 = -673690.494606
  nChanged 113
		SP:Iteration 11Q (189225.900000 sec): 3 clusters
  Score: Raw -676626.401237 + Penalty 2894.269404 = -673732.131834
  nChanged 83
		SP:Iteration 12Q (189226.100000 sec): 3 clusters
  Score: Raw -676659.465801 + Penalty 2894.269404 = -673765.196397
  nChanged 95
		SP:Iteration 13Q (189226.300000 sec): 3 clusters
  Score: Raw -676696.058280 + Penalty 2894.269404 = -673801.788877
  nChanged 88
		SP:Iteration 14Q (189226.510000 sec): 3 clusters
  Score: Raw -676731.586364 + Penalty 2894.269404 = -673837.316960
  nChanged 79
		SP:Iteration 15Q (189226.710000 sec): 3 clusters
  Score: Raw -676753.887892 + Penalty 2894.269404 = -673859.618489
  nChanged 52
		SP:Iteration 16Q (189226.910000 sec): 3 clusters
  Score: Raw -676766.550552 + Penalty 2894.269404 = -673872.281149
  nChanged 43
		SP:Iteration 17Q (189227.110000 sec): 3 clusters
  Score: Raw -676778.814789 + Penalty 2894.269404 = -673884.545386
  nChanged 40
		SP:Iteration 18Q (189227.300000 sec): 3 clusters
  Score: Raw -676791.352559 + Penalty 2894.269404 = -673897.083155
  nChanged 50
		SP:Iteration 19Q (189227.490000 sec): 3 clusters
  Score: Raw -676809.211182 + Penalty 2894.269404 = -673914.941778
  nChanged 58
		SP:Iteration 20F (189227.670000 sec): 3 clusters
  Score: Raw -676830.617614 + Penalty 2894.269404 = -673936.348210
  nChanged 68
		SP:Iteration 21Q (189227.860000 sec): 3 clusters
  Score: Raw -676850.603136 + Penalty 2894.269404 = -673956.333733
  nChanged 63
		SP:Iteration 22Q (189228.050000 sec): 3 clusters
  Score: Raw -676871.870954 + Penalty 2894.269404 = -673977.601550
  nChanged 72
		SP:Iteration 23Q (189228.230000 sec): 3 clusters
  Score: Raw -676894.767701 + Penalty 2894.269404 = -674000.498298
  nChanged 67
		SP:Iteration 24Q (189228.450000 sec): 3 clusters
  Score: Raw -676916.590349 + Penalty 2894.269404 = -674022.320945
  nChanged 59
		SP:Iteration 25Q (189228.600000 sec): 3 clusters
  Score: Raw -676936.723435 + Penalty 2894.269404 = -674042.454031
  nChanged 50
		SP:Iteration 26Q (189228.860000 sec): 3 clusters
  Score: Raw -676953.417371 + Penalty 2894.269404 = -674059.147967
  nChanged 50
		SP:Iteration 27Q (189229.060000 sec): 3 clusters
  Score: Raw -676967.127232 + Penalty 2894.269404 = -674072.857828
  nChanged 42
		SP:Iteration 28Q (189229.260000 sec): 3 clusters
  Score: Raw -676977.620340 + Penalty 2894.269404 = -674083.350936
  nChanged 38
		SP:Iteration 29Q (189229.460000 sec): 3 clusters
  Score: Raw -676987.649264 + Penalty 2894.269404 = -674093.379860
  nChanged 39
		SP:Iteration 30Q (189229.660000 sec): 3 clusters
  Score: Raw -676998.385409 + Penalty 2894.269404 = -674104.116006
  nChanged 39
		SP:Iteration 31Q (189229.860000 sec): 3 clusters
  Score: Raw -677010.956374 + Penalty 2894.269404 = -674116.686970
  nChanged 36
		SP:Iteration 32Q (189230.070000 sec): 3 clusters
  Score: Raw -677022.688570 + Penalty 2894.269404 = -674128.419166
  nChanged 37
		SP:Iteration 33Q (189230.270000 sec): 3 clusters
  Score: Raw -677030.624091 + Penalty 2894.269404 = -674136.354688
  nChanged 28
		SP:Iteration 34Q (189230.470000 sec): 3 clusters
  Score: Raw -677039.242670 + Penalty 2894.269404 = -674144.973266
  nChanged 30
		SP:Iteration 35Q (189230.670000 sec): 3 clusters
  Score: Raw -677046.761810 + Penalty 2894.269404 = -674152.492407
  nChanged 29
		SP:Iteration 36Q (189230.870000 sec): 3 clusters
  Score: Raw -677057.816221 + Penalty 2894.269404 = -674163.546818
  nChanged 29
		SP:Iteration 37Q (189231.070000 sec): 3 clusters
  Score: Raw -677066.686166 + Penalty 2894.269404 = -674172.416762
  nChanged 29
		SP:Iteration 38Q (189231.280000 sec): 3 clusters
  Score: Raw -677076.284027 + Penalty 2894.269404 = -674182.014624
  nChanged 26
		SP:Iteration 39Q (189231.480000 sec): 3 clusters
  Score: Raw -677083.869062 + Penalty 2894.269404 = -674189.599659
  nChanged 24
		SP:Iteration 40F (189231.670000 sec): 3 clusters
  Score: Raw -677090.296299 + Penalty 2894.269404 = -674196.026895
  nChanged 19
		SP:Iteration 41Q (189231.870000 sec): 3 clusters
  Score: Raw -677095.286169 + Penalty 2894.269404 = -674201.016765
  nChanged 20
		SP:Iteration 42Q (189232.070000 sec): 3 clusters
  Score: Raw -677100.712032 + Penalty 2894.269404 = -674206.442629
  nChanged 23
		SP:Iteration 43Q (189232.270000 sec): 3 clusters
  Score: Raw -677106.174609 + Penalty 2894.269404 = -674211.905205
  nChanged 16
		SP:Iteration 44Q (189232.440000 sec): 3 clusters
  Score: Raw -677109.481345 + Penalty 2894.269404 = -674215.211942
  nChanged 8
		SP:Iteration 45Q (189232.630000 sec): 3 clusters
  Score: Raw -677111.835719 + Penalty 2894.269404 = -674217.566315
  nChanged 10
		SP:Iteration 46Q (189232.810000 sec): 3 clusters
  Score: Raw -677113.442024 + Penalty 2894.269404 = -674219.172621
  nChanged 11
		SP:Iteration 47Q (189233.000000 sec): 3 clusters
  Score: Raw -677115.641909 + Penalty 2894.269404 = -674221.372506
  nChanged 10
		SP:Iteration 48Q (189233.190000 sec): 3 clusters
  Score: Raw -677117.245630 + Penalty 2894.269404 = -674222.976227
  nChanged 5
		SP:Iteration 49Q (189233.370000 sec): 3 clusters
  Score: Raw -677118.554395 + Penalty 2894.269404 = -674224.284991
  nChanged 5
		SP:Iteration 50Q (189233.560000 sec): 3 clusters
  Score: Raw -677119.445159 + Penalty 2894.269404 = -674225.175756
  nChanged 6
		SP:Iteration 51Q (189233.730000 sec): 3 clusters
  Score: Raw -677120.737874 + Penalty 2894.269404 = -674226.468470
  nChanged 7
		SP:Iteration 52Q (189233.910000 sec): 3 clusters
  Score: Raw -677122.983591 + Penalty 2894.269404 = -674228.714187
  nChanged 8
		SP:Iteration 53Q (189234.080000 sec): 3 clusters
  Score: Raw -677124.769193 + Penalty 2894.269404 = -674230.499789
  nChanged 4
		SP:Iteration 54Q (189234.260000 sec): 3 clusters
  Score: Raw -677125.580014 + Penalty 2894.269404 = -674231.310610
  nChanged 3
		SP:Iteration 55Q (189234.450000 sec): 3 clusters
  Score: Raw -677126.065851 + Penalty 2894.269404 = -674231.796447
  nChanged 3
		SP:Iteration 56Q (189234.630000 sec): 3 clusters
  Score: Raw -677126.698735 + Penalty 2894.269404 = -674232.429331
  nChanged 1
		SP:Iteration 57Q (189234.820000 sec): 3 clusters
  Score: Raw -677126.965376 + Penalty 2894.269404 = -674232.695973
  nChanged 4
		SP:Iteration 58Q (189235.010000 sec): 3 clusters
  Score: Raw -677127.715885 + Penalty 2894.269404 = -674233.446482
  nChanged 4
		SP:Iteration 59Q (189235.190000 sec): 3 clusters
  Score: Raw -677128.444396 + Penalty 2894.269404 = -674234.174992
  nChanged 4
		SP:Iteration 60F (189235.380000 sec): 3 clusters
  Score: Raw -677129.525954 + Penalty 2894.269404 = -674235.256551
  nChanged 4
		SP:Iteration 61Q (189235.580000 sec): 3 clusters
  Score: Raw -677131.162570 + Penalty 2894.269404 = -674236.893166
  nChanged 3
		SP:Iteration 62Q (189235.780000 sec): 3 clusters
  Score: Raw -677131.840079 + Penalty 2894.269404 = -674237.570675
  nChanged 1
		SP:Iteration 63Q (189235.980000 sec): 3 clusters
  Score: Raw -677131.950315 + Penalty 2894.269404 = -674237.680911
  nChanged 0
		SP:Iteration 64F (189236.180000 sec): 3 clusters
  Score: Raw -677131.950315 + Penalty 2894.269404 = -674237.680911
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189236.280000 sec): 2 clusters
  Score: Raw -232432.481807 + Penalty 1295.749711 = -231136.732096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189236.460000 sec): 3 clusters
  Score: Raw -231113.829421 + Penalty 2591.499422 = -228522.329999
  nChanged 1104
		SP:Iteration 1F (189236.630000 sec): 3 clusters
  Score: Raw -231913.283229 + Penalty 2591.499422 = -229321.783807
  nChanged 242
		SP:Iteration 2F (189236.810000 sec): 3 clusters
  Score: Raw -232092.450689 + Penalty 2591.499422 = -229500.951267
  nChanged 173
		SP:Iteration 3F (189236.990000 sec): 3 clusters
  Score: Raw -232214.844682 + Penalty 2591.499422 = -229623.345259
  nChanged 131
		SP:Iteration 4Q (189237.160000 sec): 3 clusters
  Score: Raw -232322.592997 + Penalty 2591.499422 = -229731.093574
  nChanged 134
		SP:Iteration 5Q (189237.340000 sec): 3 clusters
  Score: Raw -232431.429360 + Penalty 2591.499422 = -229839.929938
  nChanged 148
		SP:Iteration 6F (189237.510000 sec): 3 clusters
  Score: Raw -232567.508438 + Penalty 2591.499422 = -229976.009015
  nChanged 143
		SP:Iteration 7Q (189237.690000 sec): 3 clusters
  Score: Raw -232726.073894 + Penalty 2591.499422 = -230134.574472
  nChanged 140
		SP:Iteration 8Q (189237.870000 sec): 3 clusters
  Score: Raw -232879.874644 + Penalty 2591.499422 = -230288.375222
  nChanged 143
		SP:Iteration 9Q (189238.040000 sec): 3 clusters
  Score: Raw -233049.265904 + Penalty 2591.499422 = -230457.766482
  nChanged 118
		SP:Iteration 10Q (189238.220000 sec): 3 clusters
  Score: Raw -233184.167051 + Penalty 2591.499422 = -230592.667629
  nChanged 90
		SP:Iteration 11Q (189238.390000 sec): 3 clusters
  Score: Raw -233278.092045 + Penalty 2591.499422 = -230686.592622
  nChanged 74
		SP:Iteration 12Q (189238.570000 sec): 3 clusters
  Score: Raw -233342.274640 + Penalty 2591.499422 = -230750.775217
  nChanged 63
		SP:Iteration 13Q (189238.750000 sec): 3 clusters
  Score: Raw -233390.145881 + Penalty 2591.499422 = -230798.646458
  nChanged 44
		SP:Iteration 14Q (189238.920000 sec): 3 clusters
  Score: Raw -233420.108168 + Penalty 2591.499422 = -230828.608746
  nChanged 36
		SP:Iteration 15Q (189239.100000 sec): 3 clusters
  Score: Raw -233443.602489 + Penalty 2591.499422 = -230852.103067
  nChanged 28
		SP:Iteration 16Q (189239.270000 sec): 3 clusters
  Score: Raw -233459.637307 + Penalty 2591.499422 = -230868.137884
  nChanged 25
		SP:Iteration 17Q (189239.450000 sec): 3 clusters
  Score: Raw -233476.352015 + Penalty 2591.499422 = -230884.852593
  nChanged 24
		SP:Iteration 18Q (189239.630000 sec): 3 clusters
  Score: Raw -233489.397237 + Penalty 2591.499422 = -230897.897815
  nChanged 13
		SP:Iteration 19Q (189239.800000 sec): 3 clusters
  Score: Raw -233497.023391 + Penalty 2591.499422 = -230905.523969
  nChanged 11
		SP:Iteration 20F (189239.980000 sec): 3 clusters
  Score: Raw -233501.929152 + Penalty 2591.499422 = -230910.429730
  nChanged 10
		SP:Iteration 21Q (189240.150000 sec): 3 clusters
  Score: Raw -233506.976347 + Penalty 2591.499422 = -230915.476924
  nChanged 5
		SP:Iteration 22Q (189240.330000 sec): 3 clusters
  Score: Raw -233507.921302 + Penalty 2591.499422 = -230916.421880
  nChanged 3
		SP:Iteration 23Q (189240.510000 sec): 3 clusters
  Score: Raw -233508.706442 + Penalty 2591.499422 = -230917.207020
  nChanged 3
		SP:Iteration 24Q (189240.680000 sec): 3 clusters
  Score: Raw -233510.095218 + Penalty 2591.499422 = -230918.595795
  nChanged 4
		SP:Iteration 25Q (189240.860000 sec): 3 clusters
  Score: Raw -233511.462661 + Penalty 2591.499422 = -230919.963238
  nChanged 3
		SP:Iteration 26Q (189241.030000 sec): 3 clusters
  Score: Raw -233512.790590 + Penalty 2591.499422 = -230921.291168
  nChanged 5
		SP:Iteration 27Q (189241.210000 sec): 3 clusters
  Score: Raw -233515.867362 + Penalty 2591.499422 = -230924.367940
  nChanged 6
		SP:Iteration 28Q (189241.390000 sec): 3 clusters
  Score: Raw -233518.841757 + Penalty 2591.499422 = -230927.342335
  nChanged 7
		SP:Iteration 29Q (189241.560000 sec): 3 clusters
  Score: Raw -233521.594310 + Penalty 2591.499422 = -230930.094888
  nChanged 8
		SP:Iteration 30Q (189241.740000 sec): 3 clusters
  Score: Raw -233525.601106 + Penalty 2591.499422 = -230934.101684
  nChanged 7
		SP:Iteration 31Q (189241.910000 sec): 3 clusters
  Score: Raw -233528.635450 + Penalty 2591.499422 = -230937.136028
  nChanged 7
		SP:Iteration 32Q (189242.090000 sec): 3 clusters
  Score: Raw -233530.146446 + Penalty 2591.499422 = -230938.647023
  nChanged 5
		SP:Iteration 33Q (189242.260000 sec): 3 clusters
  Score: Raw -233532.062282 + Penalty 2591.499422 = -230940.562860
  nChanged 4
		SP:Iteration 34Q (189242.440000 sec): 3 clusters
  Score: Raw -233533.049884 + Penalty 2591.499422 = -230941.550462
  nChanged 5
		SP:Iteration 35Q (189242.610000 sec): 3 clusters
  Score: Raw -233535.173863 + Penalty 2591.499422 = -230943.674440
  nChanged 6
		SP:Iteration 36Q (189242.790000 sec): 3 clusters
  Score: Raw -233537.839495 + Penalty 2591.499422 = -230946.340073
  nChanged 4
		SP:Iteration 37Q (189242.970000 sec): 3 clusters
  Score: Raw -233538.863743 + Penalty 2591.499422 = -230947.364321
  nChanged 2
		SP:Iteration 38Q (189243.140000 sec): 3 clusters
  Score: Raw -233540.231207 + Penalty 2591.499422 = -230948.731785
  nChanged 2
		SP:Iteration 39Q (189243.320000 sec): 3 clusters
  Score: Raw -233541.035703 + Penalty 2591.499422 = -230949.536281
  nChanged 2
		SP:Iteration 40F (189243.490000 sec): 3 clusters
  Score: Raw -233542.264134 + Penalty 2591.499422 = -230950.764712
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (2892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189243.570000 sec): 2 clusters
  Score: Raw -245239.836521 + Penalty 1295.076832 = -243944.759689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189243.750000 sec): 3 clusters
  Score: Raw -243950.084375 + Penalty 2590.153665 = -241359.930710
  nChanged 1063
		SP:Iteration 1F (189243.920000 sec): 3 clusters
  Score: Raw -244635.320011 + Penalty 2590.153665 = -242045.166346
  nChanged 261
		SP:Iteration 2F (189244.100000 sec): 3 clusters
  Score: Raw -244857.494950 + Penalty 2590.153665 = -242267.341285
  nChanged 203
		SP:Iteration 3F (189244.270000 sec): 3 clusters
  Score: Raw -245056.579438 + Penalty 2590.153665 = -242466.425773
  nChanged 188
		SP:Iteration 4F (189244.450000 sec): 3 clusters
  Score: Raw -245238.993093 + Penalty 2590.153665 = -242648.839428
  nChanged 144
		SP:Iteration 5Q (189244.630000 sec): 3 clusters
  Score: Raw -245366.617827 + Penalty 2590.153665 = -242776.464163
  nChanged 107
		SP:Iteration 6Q (189244.800000 sec): 3 clusters
  Score: Raw -245455.583428 + Penalty 2590.153665 = -242865.429763
  nChanged 80
		SP:Iteration 7Q (189244.980000 sec): 3 clusters
  Score: Raw -245529.966393 + Penalty 2590.153665 = -242939.812729
  nChanged 82
		SP:Iteration 8Q (189245.150000 sec): 3 clusters
  Score: Raw -245592.711013 + Penalty 2590.153665 = -243002.557348
  nChanged 55
		SP:Iteration 9Q (189245.330000 sec): 3 clusters
  Score: Raw -245631.011589 + Penalty 2590.153665 = -243040.857925
  nChanged 41
		SP:Iteration 10Q (189245.510000 sec): 3 clusters
  Score: Raw -245658.693178 + Penalty 2590.153665 = -243068.539513
  nChanged 43
		SP:Iteration 11Q (189245.680000 sec): 3 clusters
  Score: Raw -245681.237354 + Penalty 2590.153665 = -243091.083689
  nChanged 32
		SP:Iteration 12Q (189245.850000 sec): 3 clusters
  Score: Raw -245700.669684 + Penalty 2590.153665 = -243110.516019
  nChanged 28
		SP:Iteration 13Q (189246.010000 sec): 3 clusters
  Score: Raw -245724.721669 + Penalty 2590.153665 = -243134.568005
  nChanged 41
		SP:Iteration 14Q (189246.170000 sec): 3 clusters
  Score: Raw -245757.249445 + Penalty 2590.153665 = -243167.095780
  nChanged 36
		SP:Iteration 15Q (189246.340000 sec): 3 clusters
  Score: Raw -245786.130326 + Penalty 2590.153665 = -243195.976661
  nChanged 35
		SP:Iteration 16Q (189246.500000 sec): 3 clusters
  Score: Raw -245810.238160 + Penalty 2590.153665 = -243220.084496
  nChanged 29
		SP:Iteration 17Q (189246.660000 sec): 3 clusters
  Score: Raw -245828.938689 + Penalty 2590.153665 = -243238.785024
  nChanged 34
		SP:Iteration 18Q (189246.830000 sec): 3 clusters
  Score: Raw -245848.797086 + Penalty 2590.153665 = -243258.643421
  nChanged 34
		SP:Iteration 19Q (189246.990000 sec): 3 clusters
  Score: Raw -245879.047516 + Penalty 2590.153665 = -243288.893852
  nChanged 38
		SP:Iteration 20F (189247.150000 sec): 3 clusters
  Score: Raw -245908.524089 + Penalty 2590.153665 = -243318.370424
  nChanged 30
		SP:Iteration 21Q (189247.320000 sec): 3 clusters
  Score: Raw -245923.903019 + Penalty 2590.153665 = -243333.749355
  nChanged 25
		SP:Iteration 22Q (189247.480000 sec): 3 clusters
  Score: Raw -245935.110296 + Penalty 2590.153665 = -243344.956632
  nChanged 22
		SP:Iteration 23Q (189247.640000 sec): 3 clusters
  Score: Raw -245942.412330 + Penalty 2590.153665 = -243352.258666
  nChanged 17
		SP:Iteration 24Q (189247.810000 sec): 3 clusters
  Score: Raw -245952.117243 + Penalty 2590.153665 = -243361.963579
  nChanged 15
		SP:Iteration 25Q (189247.970000 sec): 3 clusters
  Score: Raw -245961.382671 + Penalty 2590.153665 = -243371.229006
  nChanged 24
		SP:Iteration 26Q (189248.130000 sec): 3 clusters
  Score: Raw -245973.634845 + Penalty 2590.153665 = -243383.481180
  nChanged 26
		SP:Iteration 27Q (189248.290000 sec): 3 clusters
  Score: Raw -245992.029333 + Penalty 2590.153665 = -243401.875669
  nChanged 31
		SP:Iteration 28Q (189248.450000 sec): 3 clusters
  Score: Raw -246008.155562 + Penalty 2590.153665 = -243418.001897
  nChanged 19
		SP:Iteration 29Q (189248.610000 sec): 3 clusters
  Score: Raw -246017.263857 + Penalty 2590.153665 = -243427.110192
  nChanged 19
		SP:Iteration 30Q (189248.770000 sec): 3 clusters
  Score: Raw -246024.903746 + Penalty 2590.153665 = -243434.750081
  nChanged 16
		SP:Iteration 31Q (189248.930000 sec): 3 clusters
  Score: Raw -246030.585220 + Penalty 2590.153665 = -243440.431555
  nChanged 17
		SP:Iteration 32Q (189249.090000 sec): 3 clusters
  Score: Raw -246037.615002 + Penalty 2590.153665 = -243447.461338
  nChanged 16
		SP:Iteration 33Q (189249.250000 sec): 3 clusters
  Score: Raw -246044.354844 + Penalty 2590.153665 = -243454.201179
  nChanged 17
		SP:Iteration 34Q (189249.410000 sec): 3 clusters
  Score: Raw -246051.067326 + Penalty 2590.153665 = -243460.913661
  nChanged 18
		SP:Iteration 35Q (189249.570000 sec): 3 clusters
  Score: Raw -246055.637274 + Penalty 2590.153665 = -243465.483609
  nChanged 10
		SP:Iteration 36Q (189249.730000 sec): 3 clusters
  Score: Raw -246058.352907 + Penalty 2590.153665 = -243468.199243
  nChanged 8
		SP:Iteration 37Q (189249.900000 sec): 3 clusters
  Score: Raw -246060.151527 + Penalty 2590.153665 = -243469.997862
  nChanged 4
		SP:Iteration 38Q (189250.060000 sec): 3 clusters
  Score: Raw -246060.880431 + Penalty 2590.153665 = -243470.726767
  nChanged 2
		SP:Iteration 39Q (189250.220000 sec): 3 clusters
  Score: Raw -246061.152299 + Penalty 2590.153665 = -243470.998634
  nChanged 2
		SP:Iteration 40F (189250.390000 sec): 3 clusters
  Score: Raw -246061.459720 + Penalty 2590.153665 = -243471.306055
  nChanged 3
		SP:Iteration 41Q (189250.550000 sec): 3 clusters
  Score: Raw -246062.653115 + Penalty 2590.153665 = -243472.499450
  nChanged 4
		SP:Iteration 42Q (189250.710000 sec): 3 clusters
  Score: Raw -246064.834053 + Penalty 2590.153665 = -243474.680388
  nChanged 6
		SP:Iteration 43Q (189250.880000 sec): 3 clusters
  Score: Raw -246067.712974 + Penalty 2590.153665 = -243477.559310
  nChanged 8
		SP:Iteration 44Q (189251.040000 sec): 3 clusters
  Score: Raw -246070.356500 + Penalty 2590.153665 = -243480.202836
  nChanged 6
		SP:Iteration 45Q (189251.200000 sec): 3 clusters
  Score: Raw -246073.603290 + Penalty 2590.153665 = -243483.449626
  nChanged 8
		SP:Iteration 46Q (189251.370000 sec): 3 clusters
  Score: Raw -246078.078840 + Penalty 2590.153665 = -243487.925176
  nChanged 8
		SP:Iteration 47Q (189251.510000 sec): 3 clusters
  Score: Raw -246083.470750 + Penalty 2590.153665 = -243493.317085
  nChanged 4
		SP:Iteration 48Q (189251.570000 sec): 3 clusters
  Score: Raw -246085.839253 + Penalty 2590.153665 = -243495.685589
  nChanged 6
		SP:Iteration 49Q (189251.620000 sec): 3 clusters
  Score: Raw -246089.042604 + Penalty 2590.153665 = -243498.888939
  nChanged 7
		SP:Iteration 50Q (189251.670000 sec): 3 clusters
  Score: Raw -246092.361365 + Penalty 2590.153665 = -243502.207701
  nChanged 6
		SP:Iteration 51Q (189251.730000 sec): 3 clusters
  Score: Raw -246095.170890 + Penalty 2590.153665 = -243505.017225
  nChanged 5
		SP:Iteration 52Q (189251.780000 sec): 3 clusters
  Score: Raw -246097.366748 + Penalty 2590.153665 = -243507.213083
  nChanged 4
		SP:Iteration 53Q (189251.830000 sec): 3 clusters
  Score: Raw -246097.949628 + Penalty 2590.153665 = -243507.795964
  nChanged 1
		SP:Iteration 54Q (189251.890000 sec): 3 clusters
  Score: Raw -246098.224274 + Penalty 2590.153665 = -243508.070609
  nChanged 1
		SP:Iteration 55Q (189251.940000 sec): 3 clusters
  Score: Raw -246098.712929 + Penalty 2590.153665 = -243508.559265
  nChanged 2
		SP:Iteration 56Q (189251.990000 sec): 3 clusters
  Score: Raw -246099.230610 + Penalty 2590.153665 = -243509.076945
  nChanged 0
		SP:Iteration 57F (189252.050000 sec): 3 clusters
  Score: Raw -246099.230610 + Penalty 2590.153665 = -243509.076945
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (6232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189252.150000 sec): 2 clusters
  Score: Raw -496549.676938 + Penalty 1419.836045 = -495129.840893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189252.330000 sec): 3 clusters
  Score: Raw -493274.977422 + Penalty 2839.672091 = -490435.305332
  nChanged 2600
		SP:Iteration 1F (189252.490000 sec): 3 clusters
  Score: Raw -495189.677693 + Penalty 2839.672091 = -492350.005603
  nChanged 587
		SP:Iteration 2F (189252.660000 sec): 3 clusters
  Score: Raw -495653.423909 + Penalty 2839.672091 = -492813.751818
  nChanged 428
		SP:Iteration 3F (189252.770000 sec): 3 clusters
  Score: Raw -495948.649150 + Penalty 2839.672091 = -493108.977059
  nChanged 329
		SP:Iteration 4F (189252.950000 sec): 3 clusters
  Score: Raw -496162.823378 + Penalty 2839.672091 = -493323.151287
  nChanged 273
		SP:Iteration 5Q (189253.160000 sec): 3 clusters
  Score: Raw -496308.354910 + Penalty 2839.672091 = -493468.682819
  nChanged 195
		SP:Iteration 6Q (189253.370000 sec): 3 clusters
  Score: Raw -496408.867222 + Penalty 2839.672091 = -493569.195131
  nChanged 167
		SP:Iteration 7Q (189253.530000 sec): 3 clusters
  Score: Raw -496491.276193 + Penalty 2839.672091 = -493651.604102
  nChanged 149
		SP:Iteration 8Q (189253.700000 sec): 3 clusters
  Score: Raw -496558.312615 + Penalty 2839.672091 = -493718.640524
  nChanged 140
		SP:Iteration 9Q (189253.860000 sec): 3 clusters
  Score: Raw -496618.824506 + Penalty 2839.672091 = -493779.152415
  nChanged 125
		SP:Iteration 10Q (189254.030000 sec): 3 clusters
  Score: Raw -496672.107664 + Penalty 2839.672091 = -493832.435573
  nChanged 115
		SP:Iteration 11Q (189254.190000 sec): 3 clusters
  Score: Raw -496718.780265 + Penalty 2839.672091 = -493879.108174
  nChanged 110
		SP:Iteration 12Q (189254.360000 sec): 3 clusters
  Score: Raw -496764.644677 + Penalty 2839.672091 = -493924.972586
  nChanged 105
		SP:Iteration 13Q (189254.530000 sec): 3 clusters
  Score: Raw -496810.541650 + Penalty 2839.672091 = -493970.869559
  nChanged 91
		SP:Iteration 14Q (189254.730000 sec): 3 clusters
  Score: Raw -496846.299702 + Penalty 2839.672091 = -494006.627611
  nChanged 74
		SP:Iteration 15Q (189254.900000 sec): 3 clusters
  Score: Raw -496868.982537 + Penalty 2839.672091 = -494029.310446
  nChanged 52
		SP:Iteration 16Q (189255.070000 sec): 3 clusters
  Score: Raw -496883.415476 + Penalty 2839.672091 = -494043.743385
  nChanged 45
		SP:Iteration 17Q (189255.230000 sec): 3 clusters
  Score: Raw -496896.459654 + Penalty 2839.672091 = -494056.787563
  nChanged 54
		SP:Iteration 18Q (189255.400000 sec): 3 clusters
  Score: Raw -496915.032092 + Penalty 2839.672091 = -494075.360001
  nChanged 53
		SP:Iteration 19Q (189255.560000 sec): 3 clusters
  Score: Raw -496929.624227 + Penalty 2839.672091 = -494089.952136
  nChanged 44
		SP:Iteration 20F (189255.730000 sec): 3 clusters
  Score: Raw -496941.629475 + Penalty 2839.672091 = -494101.957384
  nChanged 37
		SP:Iteration 21Q (189255.890000 sec): 3 clusters
  Score: Raw -496949.272155 + Penalty 2839.672091 = -494109.600064
  nChanged 30
		SP:Iteration 22Q (189256.060000 sec): 3 clusters
  Score: Raw -496956.735819 + Penalty 2839.672091 = -494117.063728
  nChanged 32
		SP:Iteration 23Q (189256.230000 sec): 3 clusters
  Score: Raw -496966.943780 + Penalty 2839.672091 = -494127.271689
  nChanged 28
		SP:Iteration 24Q (189256.390000 sec): 3 clusters
  Score: Raw -496973.486230 + Penalty 2839.672091 = -494133.814139
  nChanged 26
		SP:Iteration 25Q (189256.560000 sec): 3 clusters
  Score: Raw -496979.549330 + Penalty 2839.672091 = -494139.877239
  nChanged 21
		SP:Iteration 26Q (189256.770000 sec): 3 clusters
  Score: Raw -496984.266940 + Penalty 2839.672091 = -494144.594849
  nChanged 16
		SP:Iteration 27Q (189256.930000 sec): 3 clusters
  Score: Raw -496988.320867 + Penalty 2839.672091 = -494148.648776
  nChanged 17
		SP:Iteration 28Q (189257.100000 sec): 3 clusters
  Score: Raw -496991.521620 + Penalty 2839.672091 = -494151.849529
  nChanged 14
		SP:Iteration 29Q (189257.270000 sec): 3 clusters
  Score: Raw -496994.242184 + Penalty 2839.672091 = -494154.570093
  nChanged 14
		SP:Iteration 30Q (189257.430000 sec): 3 clusters
  Score: Raw -496997.955725 + Penalty 2839.672091 = -494158.283634
  nChanged 20
		SP:Iteration 31Q (189257.630000 sec): 3 clusters
  Score: Raw -497002.321002 + Penalty 2839.672091 = -494162.648911
  nChanged 24
		SP:Iteration 32Q (189257.800000 sec): 3 clusters
  Score: Raw -497008.144785 + Penalty 2839.672091 = -494168.472694
  nChanged 25
		SP:Iteration 33Q (189257.960000 sec): 3 clusters
  Score: Raw -497015.101422 + Penalty 2839.672091 = -494175.429331
  nChanged 30
		SP:Iteration 34Q (189258.130000 sec): 3 clusters
  Score: Raw -497021.591510 + Penalty 2839.672091 = -494181.919419
  nChanged 21
		SP:Iteration 35Q (189258.290000 sec): 3 clusters
  Score: Raw -497025.444643 + Penalty 2839.672091 = -494185.772552
  nChanged 18
		SP:Iteration 36Q (189258.460000 sec): 3 clusters
  Score: Raw -497030.265996 + Penalty 2839.672091 = -494190.593906
  nChanged 21
		SP:Iteration 37Q (189258.670000 sec): 3 clusters
  Score: Raw -497034.984170 + Penalty 2839.672091 = -494195.312079
  nChanged 15
		SP:Iteration 38Q (189258.870000 sec): 3 clusters
  Score: Raw -497038.660925 + Penalty 2839.672091 = -494198.988834
  nChanged 14
		SP:Iteration 39Q (189258.970000 sec): 3 clusters
  Score: Raw -497041.262436 + Penalty 2839.672091 = -494201.590345
  nChanged 16
		SP:Iteration 40F (189259.170000 sec): 3 clusters
  Score: Raw -497045.293070 + Penalty 2839.672091 = -494205.620979
  nChanged 11
		SP:Iteration 41Q (189259.390000 sec): 3 clusters
  Score: Raw -497047.806015 + Penalty 2839.672091 = -494208.133924
  nChanged 15
		SP:Iteration 42Q (189259.570000 sec): 3 clusters
  Score: Raw -497051.348353 + Penalty 2839.672091 = -494211.676262
  nChanged 15
		SP:Iteration 43Q (189259.780000 sec): 3 clusters
  Score: Raw -497054.669091 + Penalty 2839.672091 = -494214.997000
  nChanged 15
		SP:Iteration 44Q (189259.960000 sec): 3 clusters
  Score: Raw -497057.605173 + Penalty 2839.672091 = -494217.933082
  nChanged 14
		SP:Iteration 45Q (189260.180000 sec): 3 clusters
  Score: Raw -497060.341360 + Penalty 2839.672091 = -494220.669269
  nChanged 7
		SP:Iteration 46Q (189260.340000 sec): 3 clusters
  Score: Raw -497061.131037 + Penalty 2839.672091 = -494221.458946
  nChanged 7
		SP:Iteration 47Q (189260.520000 sec): 3 clusters
  Score: Raw -497062.120873 + Penalty 2839.672091 = -494222.448782
  nChanged 7
		SP:Iteration 48Q (189260.740000 sec): 3 clusters
  Score: Raw -497062.978491 + Penalty 2839.672091 = -494223.306400
  nChanged 5
		SP:Iteration 49Q (189260.920000 sec): 3 clusters
  Score: Raw -497063.626044 + Penalty 2839.672091 = -494223.953953
  nChanged 5
		SP:Iteration 50Q (189261.130000 sec): 3 clusters
  Score: Raw -497064.419041 + Penalty 2839.672091 = -494224.746950
  nChanged 6
		SP:Iteration 51Q (189261.300000 sec): 3 clusters
  Score: Raw -497065.643534 + Penalty 2839.672091 = -494225.971443
  nChanged 7
		SP:Iteration 52Q (189261.510000 sec): 3 clusters
  Score: Raw -497067.042345 + Penalty 2839.672091 = -494227.370254
  nChanged 9
		SP:Iteration 53Q (189261.690000 sec): 3 clusters
  Score: Raw -497068.789498 + Penalty 2839.672091 = -494229.117407
  nChanged 5
		SP:Iteration 54Q (189261.860000 sec): 3 clusters
  Score: Raw -497069.692987 + Penalty 2839.672091 = -494230.020896
  nChanged 5
		SP:Iteration 55Q (189262.070000 sec): 3 clusters
  Score: Raw -497070.363851 + Penalty 2839.672091 = -494230.691760
  nChanged 2
		SP:Iteration 56Q (189262.280000 sec): 3 clusters
  Score: Raw -497070.601928 + Penalty 2839.672091 = -494230.929837
  nChanged 3
		SP:Iteration 57Q (189262.490000 sec): 3 clusters
  Score: Raw -497071.074919 + Penalty 2839.672091 = -494231.402828
  nChanged 2
		SP:Iteration 58Q (189262.700000 sec): 3 clusters
  Score: Raw -497071.382086 + Penalty 2839.672091 = -494231.709995
  nChanged 1
		SP:Iteration 59Q (189262.940000 sec): 3 clusters
  Score: Raw -497071.728461 + Penalty 2839.672091 = -494232.056370
  nChanged 1
		SP:Iteration 60F (189263.040000 sec): 3 clusters
  Score: Raw -497071.890446 + Penalty 2839.672091 = -494232.218355
  nChanged 1
		SP:Iteration 61Q (189263.160000 sec): 3 clusters
  Score: Raw -497072.051581 + Penalty 2839.672091 = -494232.379490
  nChanged 1
		SP:Iteration 62Q (189263.260000 sec): 3 clusters
  Score: Raw -497072.131682 + Penalty 2839.672091 = -494232.459591
  nChanged 1
		SP:Iteration 63Q (189263.450000 sec): 3 clusters
  Score: Raw -497072.171389 + Penalty 2839.672091 = -494232.499298
  nChanged 0
		SP:Iteration 64F (189263.660000 sec): 3 clusters
  Score: Raw -497072.171389 + Penalty 2839.672091 = -494232.499298
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (26229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189263.870000 sec): 2 clusters
  Score: Raw -2478053.184180 + Penalty 1653.375904 = -2476399.808276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189264.240000 sec): 3 clusters
  Score: Raw -2461955.068168 + Penalty 3306.751808 = -2458648.316360
  nChanged 12034
		SP:Iteration 1F (189264.640000 sec): 3 clusters
  Score: Raw -2469124.441913 + Penalty 3306.751808 = -2465817.690105
  nChanged 1710
		SP:Iteration 2F (189265.000000 sec): 3 clusters
  Score: Raw -2469995.396693 + Penalty 3306.751808 = -2466688.644885
  nChanged 1721
		SP:Iteration 3F (189265.370000 sec): 3 clusters
  Score: Raw -2471003.170580 + Penalty 3306.751808 = -2467696.418771
  nChanged 1777
		SP:Iteration 4F (189265.720000 sec): 3 clusters
  Score: Raw -2472166.636797 + Penalty 3306.751808 = -2468859.884989
  nChanged 1730
		SP:Iteration 5F (189266.080000 sec): 3 clusters
  Score: Raw -2473425.747356 + Penalty 3306.751808 = -2470118.995548
  nChanged 1615
		SP:Iteration 6F (189266.440000 sec): 3 clusters
  Score: Raw -2474714.814287 + Penalty 3306.751808 = -2471408.062479
  nChanged 1327
		SP:Iteration 7F (189266.840000 sec): 3 clusters
  Score: Raw -2475913.222218 + Penalty 3306.751808 = -2472606.470410
  nChanged 1046
		SP:Iteration 8Q (189267.250000 sec): 3 clusters
  Score: Raw -2476957.041517 + Penalty 3306.751808 = -2473650.289709
  nChanged 806
		SP:Iteration 9Q (189267.650000 sec): 3 clusters
  Score: Raw -2477764.568163 + Penalty 3306.751808 = -2474457.816355
  nChanged 542
		SP:Iteration 10Q (189268.010000 sec): 3 clusters
  Score: Raw -2478230.744206 + Penalty 3306.751808 = -2474923.992398
  nChanged 353
		SP:Iteration 11Q (189268.370000 sec): 3 clusters
  Score: Raw -2478442.024389 + Penalty 3306.751808 = -2475135.272581
  nChanged 244
		SP:Iteration 12Q (189268.730000 sec): 3 clusters
  Score: Raw -2478549.418228 + Penalty 3306.751808 = -2475242.666420
  nChanged 165
		SP:Iteration 13Q (189269.090000 sec): 3 clusters
  Score: Raw -2478599.266588 + Penalty 3306.751808 = -2475292.514780
  nChanged 106
		SP:Iteration 14Q (189269.450000 sec): 3 clusters
  Score: Raw -2478626.840918 + Penalty 3306.751808 = -2475320.089110
  nChanged 85
		SP:Iteration 15Q (189269.810000 sec): 3 clusters
  Score: Raw -2478645.369311 + Penalty 3306.751808 = -2475338.617503
  nChanged 72
		SP:Iteration 16Q (189270.200000 sec): 3 clusters
  Score: Raw -2478660.511083 + Penalty 3306.751808 = -2475353.759275
  nChanged 69
		SP:Iteration 17Q (189270.440000 sec): 3 clusters
  Score: Raw -2478673.386316 + Penalty 3306.751808 = -2475366.634508
  nChanged 45
		SP:Iteration 18Q (189270.860000 sec): 3 clusters
  Score: Raw -2478680.643769 + Penalty 3306.751808 = -2475373.891961
  nChanged 41
		SP:Iteration 19Q (189271.250000 sec): 3 clusters
  Score: Raw -2478686.988486 + Penalty 3306.751808 = -2475380.236678
  nChanged 39
		SP:Iteration 20F (189271.620000 sec): 3 clusters
  Score: Raw -2478692.401267 + Penalty 3306.751808 = -2475385.649459
  nChanged 32
		SP:Iteration 21Q (189272.030000 sec): 3 clusters
  Score: Raw -2478696.721718 + Penalty 3306.751808 = -2475389.969910
  nChanged 35
		SP:Iteration 22Q (189272.380000 sec): 3 clusters
  Score: Raw -2478701.517490 + Penalty 3306.751808 = -2475394.765682
  nChanged 26
		SP:Iteration 23Q (189272.740000 sec): 3 clusters
  Score: Raw -2478704.657801 + Penalty 3306.751808 = -2475397.905993
  nChanged 23
		SP:Iteration 24Q (189273.100000 sec): 3 clusters
  Score: Raw -2478707.561124 + Penalty 3306.751808 = -2475400.809316
  nChanged 16
		SP:Iteration 25Q (189273.460000 sec): 3 clusters
  Score: Raw -2478709.022576 + Penalty 3306.751808 = -2475402.270768
  nChanged 17
		SP:Iteration 26Q (189273.820000 sec): 3 clusters
  Score: Raw -2478711.476277 + Penalty 3306.751808 = -2475404.724469
  nChanged 14
		SP:Iteration 27Q (189274.170000 sec): 3 clusters
  Score: Raw -2478713.015775 + Penalty 3306.751808 = -2475406.263967
  nChanged 10
		SP:Iteration 28Q (189274.460000 sec): 3 clusters
  Score: Raw -2478714.158937 + Penalty 3306.751808 = -2475407.407129
  nChanged 12
		SP:Iteration 29Q (189274.740000 sec): 3 clusters
  Score: Raw -2478715.702142 + Penalty 3306.751808 = -2475408.950334
  nChanged 14
		SP:Iteration 30Q (189275.140000 sec): 3 clusters
  Score: Raw -2478717.250940 + Penalty 3306.751808 = -2475410.499131
  nChanged 15
		SP:Iteration 31Q (189275.500000 sec): 3 clusters
  Score: Raw -2478718.689775 + Penalty 3306.751808 = -2475411.937966
  nChanged 15
		SP:Iteration 32Q (189275.860000 sec): 3 clusters
  Score: Raw -2478720.403379 + Penalty 3306.751808 = -2475413.651571
  nChanged 17
		SP:Iteration 33Q (189276.230000 sec): 3 clusters
  Score: Raw -2478722.131308 + Penalty 3306.751808 = -2475415.379500
  nChanged 9
		SP:Iteration 34Q (189276.590000 sec): 3 clusters
  Score: Raw -2478723.135184 + Penalty 3306.751808 = -2475416.383376
  nChanged 9
		SP:Iteration 35Q (189276.950000 sec): 3 clusters
  Score: Raw -2478723.935842 + Penalty 3306.751808 = -2475417.184034
  nChanged 7
		SP:Iteration 36Q (189277.310000 sec): 3 clusters
  Score: Raw -2478724.462367 + Penalty 3306.751808 = -2475417.710559
  nChanged 9
		SP:Iteration 37Q (189277.670000 sec): 3 clusters
  Score: Raw -2478725.306774 + Penalty 3306.751808 = -2475418.554966
  nChanged 13
		SP:Iteration 38Q (189278.020000 sec): 3 clusters
  Score: Raw -2478726.621659 + Penalty 3306.751808 = -2475419.869851
  nChanged 12
		SP:Iteration 39Q (189278.330000 sec): 3 clusters
  Score: Raw -2478727.897020 + Penalty 3306.751808 = -2475421.145212
  nChanged 17
		SP:Iteration 40F (189278.630000 sec): 3 clusters
  Score: Raw -2478729.939764 + Penalty 3306.751808 = -2475423.187956
  nChanged 15
		SP:Iteration 41Q (189279.060000 sec): 3 clusters
  Score: Raw -2478731.806284 + Penalty 3306.751808 = -2475425.054475
  nChanged 14
		SP:Iteration 42Q (189279.420000 sec): 3 clusters
  Score: Raw -2478733.604271 + Penalty 3306.751808 = -2475426.852463
  nChanged 14
		SP:Iteration 43Q (189279.710000 sec): 3 clusters
  Score: Raw -2478735.312380 + Penalty 3306.751808 = -2475428.560572
  nChanged 15
		SP:Iteration 44Q (189280.110000 sec): 3 clusters
  Score: Raw -2478737.459464 + Penalty 3306.751808 = -2475430.707656
  nChanged 18
		SP:Iteration 45Q (189280.470000 sec): 3 clusters
  Score: Raw -2478739.893846 + Penalty 3306.751808 = -2475433.142038
  nChanged 21
		SP:Iteration 46Q (189280.910000 sec): 3 clusters
  Score: Raw -2478743.122978 + Penalty 3306.751808 = -2475436.371170
  nChanged 23
		SP:Iteration 47Q (189281.270000 sec): 3 clusters
  Score: Raw -2478746.242241 + Penalty 3306.751808 = -2475439.490433
  nChanged 17
		SP:Iteration 48Q (189281.620000 sec): 3 clusters
  Score: Raw -2478748.463549 + Penalty 3306.751808 = -2475441.711741
  nChanged 17
		SP:Iteration 49Q (189282.000000 sec): 3 clusters
  Score: Raw -2478750.908551 + Penalty 3306.751808 = -2475444.156743
  nChanged 18
		SP:Iteration 50Q (189282.350000 sec): 3 clusters
  Score: Raw -2478753.402461 + Penalty 3306.751808 = -2475446.650653
  nChanged 18
		SP:Iteration 51Q (189282.720000 sec): 3 clusters
  Score: Raw -2478756.107849 + Penalty 3306.751808 = -2475449.356041
  nChanged 22
		SP:Iteration 52Q (189283.080000 sec): 3 clusters
  Score: Raw -2478759.019624 + Penalty 3306.751808 = -2475452.267816
  nChanged 19
		SP:Iteration 53Q (189283.440000 sec): 3 clusters
  Score: Raw -2478761.421399 + Penalty 3306.751808 = -2475454.669591
  nChanged 20
		SP:Iteration 54Q (189283.800000 sec): 3 clusters
  Score: Raw -2478764.696556 + Penalty 3306.751808 = -2475457.944748
  nChanged 23
		SP:Iteration 55Q (189284.160000 sec): 3 clusters
  Score: Raw -2478767.902198 + Penalty 3306.751808 = -2475461.150390
  nChanged 18
		SP:Iteration 56Q (189284.520000 sec): 3 clusters
  Score: Raw -2478770.532868 + Penalty 3306.751808 = -2475463.781060
  nChanged 26
		SP:Iteration 57Q (189284.880000 sec): 3 clusters
  Score: Raw -2478774.841924 + Penalty 3306.751808 = -2475468.090116
  nChanged 23
		SP:Iteration 58Q (189285.240000 sec): 3 clusters
  Score: Raw -2478777.984613 + Penalty 3306.751808 = -2475471.232805
  nChanged 20
		SP:Iteration 59Q (189285.640000 sec): 3 clusters
  Score: Raw -2478780.392427 + Penalty 3306.751808 = -2475473.640619
  nChanged 15
		SP:Iteration 60F (189286.010000 sec): 3 clusters
  Score: Raw -2478781.819657 + Penalty 3306.751808 = -2475475.067849
  nChanged 9
		SP:Iteration 61Q (189286.380000 sec): 3 clusters
  Score: Raw -2478782.459347 + Penalty 3306.751808 = -2475475.707539
  nChanged 7
		SP:Iteration 62Q (189286.740000 sec): 3 clusters
  Score: Raw -2478783.145646 + Penalty 3306.751808 = -2475476.393838
  nChanged 8
		SP:Iteration 63Q (189287.110000 sec): 3 clusters
  Score: Raw -2478784.245039 + Penalty 3306.751808 = -2475477.493231
  nChanged 11
		SP:Iteration 64Q (189287.470000 sec): 3 clusters
  Score: Raw -2478785.520333 + Penalty 3306.751808 = -2475478.768525
  nChanged 14
		SP:Iteration 65Q (189287.840000 sec): 3 clusters
  Score: Raw -2478787.286942 + Penalty 3306.751808 = -2475480.535134
  nChanged 15
		SP:Iteration 66Q (189288.120000 sec): 3 clusters
  Score: Raw -2478789.301472 + Penalty 3306.751808 = -2475482.549664
  nChanged 15
		SP:Iteration 67Q (189288.520000 sec): 3 clusters
  Score: Raw -2478791.610079 + Penalty 3306.751808 = -2475484.858271
  nChanged 12
		SP:Iteration 68Q (189288.880000 sec): 3 clusters
  Score: Raw -2478793.376708 + Penalty 3306.751808 = -2475486.624900
  nChanged 17
		SP:Iteration 69Q (189289.230000 sec): 3 clusters
  Score: Raw -2478796.562065 + Penalty 3306.751808 = -2475489.810257
  nChanged 23
		SP:Iteration 70Q (189289.590000 sec): 3 clusters
  Score: Raw -2478800.048200 + Penalty 3306.751808 = -2475493.296392
  nChanged 19
		SP:Iteration 71Q (189289.950000 sec): 3 clusters
  Score: Raw -2478802.052567 + Penalty 3306.751808 = -2475495.300759
  nChanged 9
		SP:Iteration 72Q (189290.350000 sec): 3 clusters
  Score: Raw -2478802.992832 + Penalty 3306.751808 = -2475496.241024
  nChanged 11
		SP:Iteration 73Q (189290.710000 sec): 3 clusters
  Score: Raw -2478804.087583 + Penalty 3306.751808 = -2475497.335775
  nChanged 4
		SP:Iteration 74Q (189291.120000 sec): 3 clusters
  Score: Raw -2478804.551707 + Penalty 3306.751808 = -2475497.799899
  nChanged 6
		SP:Iteration 75Q (189291.520000 sec): 3 clusters
  Score: Raw -2478805.214736 + Penalty 3306.751808 = -2475498.462928
  nChanged 6
		SP:Iteration 76Q (189291.880000 sec): 3 clusters
  Score: Raw -2478806.014684 + Penalty 3306.751808 = -2475499.262876
  nChanged 7
		SP:Iteration 77Q (189292.240000 sec): 3 clusters
  Score: Raw -2478806.653988 + Penalty 3306.751808 = -2475499.902180
  nChanged 5
		SP:Iteration 78Q (189292.630000 sec): 3 clusters
  Score: Raw -2478806.883122 + Penalty 3306.751808 = -2475500.131314
  nChanged 1
		SP:Iteration 79Q (189292.970000 sec): 3 clusters
  Score: Raw -2478806.989012 + Penalty 3306.751808 = -2475500.237204
  nChanged 2
		SP:Iteration 80F (189293.330000 sec): 3 clusters
  Score: Raw -2478807.188001 + Penalty 3306.751808 = -2475500.436193
  nChanged 1
		SP:Iteration 81Q (189293.700000 sec): 3 clusters
  Score: Raw -2478807.204200 + Penalty 3306.751808 = -2475500.452392
  nChanged 1
		SP:Iteration 82Q (189293.980000 sec): 3 clusters
  Score: Raw -2478807.310412 + Penalty 3306.751808 = -2475500.558604
  nChanged 1
		SP:Iteration 83Q (189294.390000 sec): 3 clusters
  Score: Raw -2478807.386736 + Penalty 3306.751808 = -2475500.634928
  nChanged 1
		SP:Iteration 84Q (189294.680000 sec): 3 clusters
  Score: Raw -2478807.439173 + Penalty 3306.751808 = -2475500.687364
  nChanged 0
		SP:Iteration 85F (189294.980000 sec): 3 clusters
  Score: Raw -2478807.439173 + Penalty 3306.751808 = -2475500.687364
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (3413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189295.090000 sec): 2 clusters
  Score: Raw -297683.616994 + Penalty 1321.993879 = -296361.623115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189295.260000 sec): 3 clusters
  Score: Raw -296042.652175 + Penalty 2643.987758 = -293398.664416
  nChanged 1281
		SP:Iteration 1F (189295.440000 sec): 3 clusters
  Score: Raw -296803.108147 + Penalty 2643.987758 = -294159.120388
  nChanged 248
		SP:Iteration 2F (189295.610000 sec): 3 clusters
  Score: Raw -296949.353390 + Penalty 2643.987758 = -294305.365632
  nChanged 185
		SP:Iteration 3F (189295.790000 sec): 3 clusters
  Score: Raw -297059.972046 + Penalty 2643.987758 = -294415.984288
  nChanged 142
		SP:Iteration 4Q (189295.970000 sec): 3 clusters
  Score: Raw -297146.438076 + Penalty 2643.987758 = -294502.450318
  nChanged 111
		SP:Iteration 5Q (189296.140000 sec): 3 clusters
  Score: Raw -297208.674350 + Penalty 2643.987758 = -294564.686592
  nChanged 101
		SP:Iteration 6Q (189296.320000 sec): 3 clusters
  Score: Raw -297261.702398 + Penalty 2643.987758 = -294617.714640
  nChanged 77
		SP:Iteration 7Q (189296.520000 sec): 3 clusters
  Score: Raw -297304.938099 + Penalty 2643.987758 = -294660.950341
  nChanged 83
		SP:Iteration 8Q (189296.660000 sec): 3 clusters
  Score: Raw -297350.225556 + Penalty 2643.987758 = -294706.237797
  nChanged 69
		SP:Iteration 9Q (189296.830000 sec): 3 clusters
  Score: Raw -297383.327939 + Penalty 2643.987758 = -294739.340181
  nChanged 73
		SP:Iteration 10Q (189297.010000 sec): 3 clusters
  Score: Raw -297418.002299 + Penalty 2643.987758 = -294774.014541
  nChanged 54
		SP:Iteration 11Q (189297.190000 sec): 3 clusters
  Score: Raw -297451.133666 + Penalty 2643.987758 = -294807.145908
  nChanged 68
		SP:Iteration 12Q (189297.360000 sec): 3 clusters
  Score: Raw -297485.680487 + Penalty 2643.987758 = -294841.692729
  nChanged 62
		SP:Iteration 13Q (189297.540000 sec): 3 clusters
  Score: Raw -297519.169579 + Penalty 2643.987758 = -294875.181821
  nChanged 63
		SP:Iteration 14Q (189297.710000 sec): 3 clusters
  Score: Raw -297551.657323 + Penalty 2643.987758 = -294907.669564
  nChanged 53
		SP:Iteration 15Q (189297.890000 sec): 3 clusters
  Score: Raw -297577.046328 + Penalty 2643.987758 = -294933.058570
  nChanged 53
		SP:Iteration 16Q (189298.070000 sec): 3 clusters
  Score: Raw -297604.665791 + Penalty 2643.987758 = -294960.678032
  nChanged 45
		SP:Iteration 17Q (189298.240000 sec): 3 clusters
  Score: Raw -297622.984127 + Penalty 2643.987758 = -294978.996369
  nChanged 40
		SP:Iteration 18Q (189298.420000 sec): 3 clusters
  Score: Raw -297643.033121 + Penalty 2643.987758 = -294999.045362
  nChanged 38
		SP:Iteration 19Q (189298.590000 sec): 3 clusters
  Score: Raw -297659.947420 + Penalty 2643.987758 = -295015.959662
  nChanged 36
		SP:Iteration 20F (189298.770000 sec): 3 clusters
  Score: Raw -297676.644408 + Penalty 2643.987758 = -295032.656649
  nChanged 42
		SP:Iteration 21Q (189298.950000 sec): 3 clusters
  Score: Raw -297698.538167 + Penalty 2643.987758 = -295054.550409
  nChanged 42
		SP:Iteration 22Q (189299.120000 sec): 3 clusters
  Score: Raw -297730.531500 + Penalty 2643.987758 = -295086.543741
  nChanged 54
		SP:Iteration 23Q (189299.300000 sec): 3 clusters
  Score: Raw -297766.074281 + Penalty 2643.987758 = -295122.086522
  nChanged 50
		SP:Iteration 24Q (189299.470000 sec): 3 clusters
  Score: Raw -297794.064545 + Penalty 2643.987758 = -295150.076787
  nChanged 46
		SP:Iteration 25Q (189299.620000 sec): 3 clusters
  Score: Raw -297815.445104 + Penalty 2643.987758 = -295171.457346
  nChanged 35
		SP:Iteration 26Q (189299.780000 sec): 3 clusters
  Score: Raw -297831.363598 + Penalty 2643.987758 = -295187.375839
  nChanged 16
		SP:Iteration 27Q (189299.960000 sec): 3 clusters
  Score: Raw -297838.264050 + Penalty 2643.987758 = -295194.276292
  nChanged 14
		SP:Iteration 28Q (189300.130000 sec): 3 clusters
  Score: Raw -297844.474992 + Penalty 2643.987758 = -295200.487234
  nChanged 19
		SP:Iteration 29Q (189300.310000 sec): 3 clusters
  Score: Raw -297850.117380 + Penalty 2643.987758 = -295206.129622
  nChanged 11
		SP:Iteration 30Q (189300.480000 sec): 3 clusters
  Score: Raw -297853.413806 + Penalty 2643.987758 = -295209.426047
  nChanged 6
		SP:Iteration 31Q (189300.660000 sec): 3 clusters
  Score: Raw -297856.092784 + Penalty 2643.987758 = -295212.105025
  nChanged 10
		SP:Iteration 32Q (189300.830000 sec): 3 clusters
  Score: Raw -297858.990681 + Penalty 2643.987758 = -295215.002922
  nChanged 13
		SP:Iteration 33Q (189301.010000 sec): 3 clusters
  Score: Raw -297863.635398 + Penalty 2643.987758 = -295219.647640
  nChanged 8
		SP:Iteration 34Q (189301.190000 sec): 3 clusters
  Score: Raw -297867.343320 + Penalty 2643.987758 = -295223.355562
  nChanged 7
		SP:Iteration 35Q (189301.360000 sec): 3 clusters
  Score: Raw -297870.211251 + Penalty 2643.987758 = -295226.223492
  nChanged 5
		SP:Iteration 36Q (189301.540000 sec): 3 clusters
  Score: Raw -297872.966435 + Penalty 2643.987758 = -295228.978676
  nChanged 9
		SP:Iteration 37Q (189301.710000 sec): 3 clusters
  Score: Raw -297876.735045 + Penalty 2643.987758 = -295232.747287
  nChanged 13
		SP:Iteration 38Q (189301.890000 sec): 3 clusters
  Score: Raw -297881.914346 + Penalty 2643.987758 = -295237.926587
  nChanged 12
		SP:Iteration 39Q (189302.070000 sec): 3 clusters
  Score: Raw -297887.025179 + Penalty 2643.987758 = -295243.037420
  nChanged 11
		SP:Iteration 40F (189302.240000 sec): 3 clusters
  Score: Raw -297889.641671 + Penalty 2643.987758 = -295245.653913
  nChanged 10
		SP:Iteration 41Q (189302.420000 sec): 3 clusters
  Score: Raw -297893.418619 + Penalty 2643.987758 = -295249.430861
  nChanged 13
		SP:Iteration 42Q (189302.590000 sec): 3 clusters
  Score: Raw -297898.085930 + Penalty 2643.987758 = -295254.098172
  nChanged 12
		SP:Iteration 43Q (189302.770000 sec): 3 clusters
  Score: Raw -297903.179829 + Penalty 2643.987758 = -295259.192071
  nChanged 14
		SP:Iteration 44Q (189302.950000 sec): 3 clusters
  Score: Raw -297908.473289 + Penalty 2643.987758 = -295264.485531
  nChanged 17
		SP:Iteration 45Q (189303.120000 sec): 3 clusters
  Score: Raw -297914.636540 + Penalty 2643.987758 = -295270.648782
  nChanged 16
		SP:Iteration 46Q (189303.300000 sec): 3 clusters
  Score: Raw -297919.877871 + Penalty 2643.987758 = -295275.890113
  nChanged 14
		SP:Iteration 47Q (189303.470000 sec): 3 clusters
  Score: Raw -297925.513418 + Penalty 2643.987758 = -295281.525660
  nChanged 18
		SP:Iteration 48Q (189303.650000 sec): 3 clusters
  Score: Raw -297937.425518 + Penalty 2643.987758 = -295293.437759
  nChanged 23
		SP:Iteration 49Q (189303.830000 sec): 3 clusters
  Score: Raw -297950.029022 + Penalty 2643.987758 = -295306.041263
  nChanged 17
		SP:Iteration 50Q (189304.000000 sec): 3 clusters
  Score: Raw -297958.345540 + Penalty 2643.987758 = -295314.357781
  nChanged 15
		SP:Iteration 51Q (189304.180000 sec): 3 clusters
  Score: Raw -297965.663910 + Penalty 2643.987758 = -295321.676151
  nChanged 13
		SP:Iteration 52Q (189304.350000 sec): 3 clusters
  Score: Raw -297970.555200 + Penalty 2643.987758 = -295326.567442
  nChanged 9
		SP:Iteration 53Q (189304.520000 sec): 3 clusters
  Score: Raw -297974.113646 + Penalty 2643.987758 = -295330.125888
  nChanged 9
		SP:Iteration 54Q (189304.680000 sec): 3 clusters
  Score: Raw -297978.865377 + Penalty 2643.987758 = -295334.877619
  nChanged 14
		SP:Iteration 55Q (189304.850000 sec): 3 clusters
  Score: Raw -297986.526058 + Penalty 2643.987758 = -295342.538299
  nChanged 13
		SP:Iteration 56Q (189305.010000 sec): 3 clusters
  Score: Raw -297992.507497 + Penalty 2643.987758 = -295348.519738
  nChanged 18
		SP:Iteration 57Q (189305.170000 sec): 3 clusters
  Score: Raw -297999.452133 + Penalty 2643.987758 = -295355.464375
  nChanged 11
		SP:Iteration 58Q (189305.360000 sec): 3 clusters
  Score: Raw -298004.472745 + Penalty 2643.987758 = -295360.484987
  nChanged 11
		SP:Iteration 59Q (189305.420000 sec): 3 clusters
  Score: Raw -298012.381814 + Penalty 2643.987758 = -295368.394056
  nChanged 16
		SP:Iteration 60F (189305.490000 sec): 3 clusters
  Score: Raw -298020.485460 + Penalty 2643.987758 = -295376.497702
  nChanged 21
		SP:Iteration 61Q (189305.560000 sec): 3 clusters
  Score: Raw -298031.265845 + Penalty 2643.987758 = -295387.278086
  nChanged 26
		SP:Iteration 62Q (189305.630000 sec): 3 clusters
  Score: Raw -298049.403745 + Penalty 2643.987758 = -295405.415987
  nChanged 23
		SP:Iteration 63Q (189305.690000 sec): 3 clusters
  Score: Raw -298065.364926 + Penalty 2643.987758 = -295421.377167
  nChanged 24
		SP:Iteration 64Q (189305.760000 sec): 3 clusters
  Score: Raw -298078.665459 + Penalty 2643.987758 = -295434.677700
  nChanged 17
		SP:Iteration 65Q (189305.830000 sec): 3 clusters
  Score: Raw -298087.140454 + Penalty 2643.987758 = -295443.152695
  nChanged 13
		SP:Iteration 66Q (189305.900000 sec): 3 clusters
  Score: Raw -298091.490554 + Penalty 2643.987758 = -295447.502795
  nChanged 14
		SP:Iteration 67Q (189305.970000 sec): 3 clusters
  Score: Raw -298096.616919 + Penalty 2643.987758 = -295452.629160
  nChanged 9
		SP:Iteration 68Q (189306.030000 sec): 3 clusters
  Score: Raw -298100.143621 + Penalty 2643.987758 = -295456.155863
  nChanged 10
		SP:Iteration 69Q (189306.100000 sec): 3 clusters
  Score: Raw -298104.487267 + Penalty 2643.987758 = -295460.499509
  nChanged 12
		SP:Iteration 70Q (189306.170000 sec): 3 clusters
  Score: Raw -298110.740475 + Penalty 2643.987758 = -295466.752716
  nChanged 13
		SP:Iteration 71Q (189306.240000 sec): 3 clusters
  Score: Raw -298116.329090 + Penalty 2643.987758 = -295472.341332
  nChanged 8
		SP:Iteration 72Q (189306.300000 sec): 3 clusters
  Score: Raw -298119.296667 + Penalty 2643.987758 = -295475.308908
  nChanged 9
		SP:Iteration 73Q (189306.370000 sec): 3 clusters
  Score: Raw -298122.487848 + Penalty 2643.987758 = -295478.500090
  nChanged 8
		SP:Iteration 74Q (189306.440000 sec): 3 clusters
  Score: Raw -298125.325850 + Penalty 2643.987758 = -295481.338092
  nChanged 2
		SP:Iteration 75Q (189306.590000 sec): 3 clusters
  Score: Raw -298125.768310 + Penalty 2643.987758 = -295481.780552
  nChanged 0
		SP:Iteration 76F (189306.730000 sec): 3 clusters
  Score: Raw -298125.768310 + Penalty 2643.987758 = -295481.780552
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (4299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189306.840000 sec): 2 clusters
  Score: Raw -369182.178963 + Penalty 1359.497379 = -367822.681584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189307.020000 sec): 3 clusters
  Score: Raw -367004.886707 + Penalty 2718.994758 = -364285.891950
  nChanged 1748
		SP:Iteration 1F (189307.190000 sec): 3 clusters
  Score: Raw -368076.779771 + Penalty 2718.994758 = -365357.785014
  nChanged 336
		SP:Iteration 2F (189307.370000 sec): 3 clusters
  Score: Raw -368312.282934 + Penalty 2718.994758 = -365593.288176
  nChanged 252
		SP:Iteration 3F (189307.540000 sec): 3 clusters
  Score: Raw -368482.858148 + Penalty 2718.994758 = -365763.863390
  nChanged 196
		SP:Iteration 4Q (189307.720000 sec): 3 clusters
  Score: Raw -368606.567702 + Penalty 2718.994758 = -365887.572945
  nChanged 179
		SP:Iteration 5Q (189307.890000 sec): 3 clusters
  Score: Raw -368745.053152 + Penalty 2718.994758 = -366026.058394
  nChanged 183
		SP:Iteration 6Q (189308.070000 sec): 3 clusters
  Score: Raw -368890.113634 + Penalty 2718.994758 = -366171.118876
  nChanged 188
		SP:Iteration 7Q (189308.250000 sec): 3 clusters
  Score: Raw -369043.739086 + Penalty 2718.994758 = -366324.744328
  nChanged 172
		SP:Iteration 8Q (189308.420000 sec): 3 clusters
  Score: Raw -369183.568208 + Penalty 2718.994758 = -366464.573451
  nChanged 156
		SP:Iteration 9Q (189308.600000 sec): 3 clusters
  Score: Raw -369302.843779 + Penalty 2718.994758 = -366583.849021
  nChanged 141
		SP:Iteration 10Q (189308.770000 sec): 3 clusters
  Score: Raw -369421.913403 + Penalty 2718.994758 = -366702.918645
  nChanged 138
		SP:Iteration 11Q (189308.950000 sec): 3 clusters
  Score: Raw -369546.073043 + Penalty 2718.994758 = -366827.078285
  nChanged 128
		SP:Iteration 12Q (189309.130000 sec): 3 clusters
  Score: Raw -369643.962346 + Penalty 2718.994758 = -366924.967588
  nChanged 105
		SP:Iteration 13Q (189309.300000 sec): 3 clusters
  Score: Raw -369712.777573 + Penalty 2718.994758 = -366993.782815
  nChanged 87
		SP:Iteration 14Q (189309.480000 sec): 3 clusters
  Score: Raw -369782.921152 + Penalty 2718.994758 = -367063.926394
  nChanged 104
		SP:Iteration 15Q (189309.650000 sec): 3 clusters
  Score: Raw -369867.718691 + Penalty 2718.994758 = -367148.723933
  nChanged 84
		SP:Iteration 16Q (189309.830000 sec): 3 clusters
  Score: Raw -369922.551011 + Penalty 2718.994758 = -367203.556253
  nChanged 63
		SP:Iteration 17Q (189310.000000 sec): 3 clusters
  Score: Raw -369962.395628 + Penalty 2718.994758 = -367243.400870
  nChanged 60
		SP:Iteration 18Q (189310.180000 sec): 3 clusters
  Score: Raw -369998.057235 + Penalty 2718.994758 = -367279.062477
  nChanged 48
		SP:Iteration 19Q (189310.350000 sec): 3 clusters
  Score: Raw -370024.789439 + Penalty 2718.994758 = -367305.794681
  nChanged 43
		SP:Iteration 20F (189310.530000 sec): 3 clusters
  Score: Raw -370051.015343 + Penalty 2718.994758 = -367332.020585
  nChanged 45
		SP:Iteration 21Q (189310.710000 sec): 3 clusters
  Score: Raw -370080.895307 + Penalty 2718.994758 = -367361.900549
  nChanged 44
		SP:Iteration 22Q (189310.880000 sec): 3 clusters
  Score: Raw -370114.754820 + Penalty 2718.994758 = -367395.760062
  nChanged 50
		SP:Iteration 23Q (189311.060000 sec): 3 clusters
  Score: Raw -370147.535390 + Penalty 2718.994758 = -367428.540632
  nChanged 50
		SP:Iteration 24Q (189311.150000 sec): 3 clusters
  Score: Raw -370180.692901 + Penalty 2718.994758 = -367461.698143
  nChanged 51
		SP:Iteration 25Q (189311.230000 sec): 3 clusters
  Score: Raw -370218.725882 + Penalty 2718.994758 = -367499.731124
  nChanged 62
		SP:Iteration 26Q (189311.310000 sec): 3 clusters
  Score: Raw -370274.191958 + Penalty 2718.994758 = -367555.197200
  nChanged 62
		SP:Iteration 27Q (189311.400000 sec): 3 clusters
  Score: Raw -370318.962594 + Penalty 2718.994758 = -367599.967836
  nChanged 46
		SP:Iteration 28Q (189311.480000 sec): 3 clusters
  Score: Raw -370348.424647 + Penalty 2718.994758 = -367629.429889
  nChanged 31
		SP:Iteration 29Q (189311.570000 sec): 3 clusters
  Score: Raw -370364.905025 + Penalty 2718.994758 = -367645.910267
  nChanged 24
		SP:Iteration 30Q (189311.650000 sec): 3 clusters
  Score: Raw -370374.211210 + Penalty 2718.994758 = -367655.216452
  nChanged 16
		SP:Iteration 31Q (189311.730000 sec): 3 clusters
  Score: Raw -370380.668793 + Penalty 2718.994758 = -367661.674035
  nChanged 10
		SP:Iteration 32Q (189311.820000 sec): 3 clusters
  Score: Raw -370384.478530 + Penalty 2718.994758 = -367665.483772
  nChanged 10
		SP:Iteration 33Q (189311.900000 sec): 3 clusters
  Score: Raw -370388.454978 + Penalty 2718.994758 = -367669.460220
  nChanged 11
		SP:Iteration 34Q (189311.980000 sec): 3 clusters
  Score: Raw -370395.128659 + Penalty 2718.994758 = -367676.133901
  nChanged 14
		SP:Iteration 35Q (189312.060000 sec): 3 clusters
  Score: Raw -370400.175768 + Penalty 2718.994758 = -367681.181010
  nChanged 10
		SP:Iteration 36Q (189312.140000 sec): 3 clusters
  Score: Raw -370402.604366 + Penalty 2718.994758 = -367683.609609
  nChanged 2
		SP:Iteration 37Q (189312.210000 sec): 3 clusters
  Score: Raw -370402.780895 + Penalty 2718.994758 = -367683.786137
  nChanged 1
		SP:Iteration 38Q (189312.290000 sec): 3 clusters
  Score: Raw -370402.918123 + Penalty 2718.994758 = -367683.923365
  nChanged 1
		SP:Iteration 39Q (189312.370000 sec): 3 clusters
  Score: Raw -370402.956823 + Penalty 2718.994758 = -367683.962065
  nChanged 0
		SP:Iteration 40F (189312.450000 sec): 3 clusters
  Score: Raw -370402.956823 + Penalty 2718.994758 = -367683.962065
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (2528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189312.570000 sec): 2 clusters
  Score: Raw -206292.859563 + Penalty 1273.217360 = -205019.642202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189312.710000 sec): 3 clusters
  Score: Raw -205179.496929 + Penalty 2546.434720 = -202633.062209
  nChanged 921
		SP:Iteration 1F (189312.760000 sec): 3 clusters
  Score: Raw -205758.434199 + Penalty 2546.434720 = -203211.999478
  nChanged 208
		SP:Iteration 2F (189312.810000 sec): 3 clusters
  Score: Raw -205908.962486 + Penalty 2546.434720 = -203362.527766
  nChanged 127
		SP:Iteration 3F (189312.860000 sec): 3 clusters
  Score: Raw -205982.153834 + Penalty 2546.434720 = -203435.719113
  nChanged 91
		SP:Iteration 4Q (189312.910000 sec): 3 clusters
  Score: Raw -206036.233642 + Penalty 2546.434720 = -203489.798921
  nChanged 77
		SP:Iteration 5Q (189312.960000 sec): 3 clusters
  Score: Raw -206085.212159 + Penalty 2546.434720 = -203538.777439
  nChanged 72
		SP:Iteration 6Q (189313.010000 sec): 3 clusters
  Score: Raw -206132.168440 + Penalty 2546.434720 = -203585.733720
  nChanged 64
		SP:Iteration 7Q (189313.060000 sec): 3 clusters
  Score: Raw -206180.359267 + Penalty 2546.434720 = -203633.924547
  nChanged 68
		SP:Iteration 8Q (189313.110000 sec): 3 clusters
  Score: Raw -206227.531942 + Penalty 2546.434720 = -203681.097221
  nChanged 65
		SP:Iteration 9Q (189313.160000 sec): 3 clusters
  Score: Raw -206280.352083 + Penalty 2546.434720 = -203733.917363
  nChanged 62
		SP:Iteration 10Q (189313.210000 sec): 3 clusters
  Score: Raw -206323.950950 + Penalty 2546.434720 = -203777.516229
  nChanged 54
		SP:Iteration 11Q (189313.260000 sec): 3 clusters
  Score: Raw -206366.576992 + Penalty 2546.434720 = -203820.142271
  nChanged 53
		SP:Iteration 12Q (189313.310000 sec): 3 clusters
  Score: Raw -206400.968941 + Penalty 2546.434720 = -203854.534221
  nChanged 41
		SP:Iteration 13Q (189313.370000 sec): 3 clusters
  Score: Raw -206425.547232 + Penalty 2546.434720 = -203879.112511
  nChanged 43
		SP:Iteration 14Q (189313.410000 sec): 3 clusters
  Score: Raw -206455.080736 + Penalty 2546.434720 = -203908.646015
  nChanged 38
		SP:Iteration 15Q (189313.510000 sec): 3 clusters
  Score: Raw -206477.450756 + Penalty 2546.434720 = -203931.016036
  nChanged 34
		SP:Iteration 16Q (189313.650000 sec): 3 clusters
  Score: Raw -206505.432859 + Penalty 2546.434720 = -203958.998139
  nChanged 39
		SP:Iteration 17Q (189313.700000 sec): 3 clusters
  Score: Raw -206530.055274 + Penalty 2546.434720 = -203983.620554
  nChanged 35
		SP:Iteration 18Q (189313.750000 sec): 3 clusters
  Score: Raw -206555.768210 + Penalty 2546.434720 = -204009.333489
  nChanged 38
		SP:Iteration 19Q (189313.800000 sec): 3 clusters
  Score: Raw -206583.230144 + Penalty 2546.434720 = -204036.795423
  nChanged 30
		SP:Iteration 20F (189313.870000 sec): 3 clusters
  Score: Raw -206603.417149 + Penalty 2546.434720 = -204056.982428
  nChanged 27
		SP:Iteration 21Q (189313.920000 sec): 3 clusters
  Score: Raw -206621.355061 + Penalty 2546.434720 = -204074.920341
  nChanged 23
		SP:Iteration 22Q (189313.970000 sec): 3 clusters
  Score: Raw -206634.668933 + Penalty 2546.434720 = -204088.234212
  nChanged 28
		SP:Iteration 23Q (189314.020000 sec): 3 clusters
  Score: Raw -206651.721264 + Penalty 2546.434720 = -204105.286544
  nChanged 20
		SP:Iteration 24Q (189314.070000 sec): 3 clusters
  Score: Raw -206660.910692 + Penalty 2546.434720 = -204114.475972
  nChanged 10
		SP:Iteration 25Q (189314.120000 sec): 3 clusters
  Score: Raw -206666.836328 + Penalty 2546.434720 = -204120.401608
  nChanged 12
		SP:Iteration 26Q (189314.170000 sec): 3 clusters
  Score: Raw -206677.566773 + Penalty 2546.434720 = -204131.132053
  nChanged 10
		SP:Iteration 27Q (189314.220000 sec): 3 clusters
  Score: Raw -206684.435442 + Penalty 2546.434720 = -204138.000722
  nChanged 13
		SP:Iteration 28Q (189314.270000 sec): 3 clusters
  Score: Raw -206690.603544 + Penalty 2546.434720 = -204144.168824
  nChanged 12
		SP:Iteration 29Q (189314.320000 sec): 3 clusters
  Score: Raw -206696.388745 + Penalty 2546.434720 = -204149.954024
  nChanged 7
		SP:Iteration 30Q (189314.370000 sec): 3 clusters
  Score: Raw -206700.768208 + Penalty 2546.434720 = -204154.333487
  nChanged 12
		SP:Iteration 31Q (189314.420000 sec): 3 clusters
  Score: Raw -206708.800679 + Penalty 2546.434720 = -204162.365959
  nChanged 13
		SP:Iteration 32Q (189314.470000 sec): 3 clusters
  Score: Raw -206714.800943 + Penalty 2546.434720 = -204168.366223
  nChanged 11
		SP:Iteration 33Q (189314.520000 sec): 3 clusters
  Score: Raw -206719.107102 + Penalty 2546.434720 = -204172.672382
  nChanged 5
		SP:Iteration 34Q (189314.570000 sec): 3 clusters
  Score: Raw -206721.504942 + Penalty 2546.434720 = -204175.070222
  nChanged 9
		SP:Iteration 35Q (189314.620000 sec): 3 clusters
  Score: Raw -206727.073226 + Penalty 2546.434720 = -204180.638505
  nChanged 10
		SP:Iteration 36Q (189314.670000 sec): 3 clusters
  Score: Raw -206732.572652 + Penalty 2546.434720 = -204186.137932
  nChanged 11
		SP:Iteration 37Q (189314.720000 sec): 3 clusters
  Score: Raw -206737.472712 + Penalty 2546.434720 = -204191.037991
  nChanged 8
		SP:Iteration 38Q (189314.770000 sec): 3 clusters
  Score: Raw -206742.543578 + Penalty 2546.434720 = -204196.108858
  nChanged 11
		SP:Iteration 39Q (189314.820000 sec): 3 clusters
  Score: Raw -206745.784422 + Penalty 2546.434720 = -204199.349701
  nChanged 9
		SP:Iteration 40F (189314.870000 sec): 3 clusters
  Score: Raw -206748.691262 + Penalty 2546.434720 = -204202.256542
  nChanged 6
		SP:Iteration 41Q (189314.920000 sec): 3 clusters
  Score: Raw -206751.259868 + Penalty 2546.434720 = -204204.825148
  nChanged 4
		SP:Iteration 42Q (189314.970000 sec): 3 clusters
  Score: Raw -206753.024976 + Penalty 2546.434720 = -204206.590255
  nChanged 2
		SP:Iteration 43Q (189315.020000 sec): 3 clusters
  Score: Raw -206753.603432 + Penalty 2546.434720 = -204207.168711
  nChanged 2
		SP:Iteration 44Q (189315.070000 sec): 3 clusters
  Score: Raw -206754.224377 + Penalty 2546.434720 = -204207.789656
  nChanged 1
		SP:Iteration 45Q (189315.160000 sec): 3 clusters
  Score: Raw -206754.554357 + Penalty 2546.434720 = -204208.119637
  nChanged 2
		SP:Iteration 46Q (189315.330000 sec): 3 clusters
  Score: Raw -206755.020667 + Penalty 2546.434720 = -204208.585946
  nChanged 0
		SP:Iteration 47F (189315.510000 sec): 3 clusters
  Score: Raw -206755.020667 + Penalty 2546.434720 = -204208.585946
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (3023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189315.670000 sec): 2 clusters
  Score: Raw -239762.220477 + Penalty 1302.275812 = -238459.944665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189315.870000 sec): 3 clusters
  Score: Raw -238339.164231 + Penalty 2604.551623 = -235734.612608
  nChanged 1147
		SP:Iteration 1F (189316.010000 sec): 3 clusters
  Score: Raw -239119.165184 + Penalty 2604.551623 = -236514.613561
  nChanged 280
		SP:Iteration 2F (189316.190000 sec): 3 clusters
  Score: Raw -239364.230499 + Penalty 2604.551623 = -236759.678875
  nChanged 229
		SP:Iteration 3F (189316.370000 sec): 3 clusters
  Score: Raw -239599.158106 + Penalty 2604.551623 = -236994.606483
  nChanged 173
		SP:Iteration 4F (189316.540000 sec): 3 clusters
  Score: Raw -239755.528499 + Penalty 2604.551623 = -237150.976876
  nChanged 157
		SP:Iteration 5F (189316.720000 sec): 3 clusters
  Score: Raw -239879.453791 + Penalty 2604.551623 = -237274.902168
  nChanged 119
		SP:Iteration 6Q (189316.890000 sec): 3 clusters
  Score: Raw -239949.781750 + Penalty 2604.551623 = -237345.230127
  nChanged 62
		SP:Iteration 7Q (189317.070000 sec): 3 clusters
  Score: Raw -239983.249088 + Penalty 2604.551623 = -237378.697465
  nChanged 55
		SP:Iteration 8Q (189317.250000 sec): 3 clusters
  Score: Raw -240010.139529 + Penalty 2604.551623 = -237405.587906
  nChanged 47
		SP:Iteration 9Q (189317.420000 sec): 3 clusters
  Score: Raw -240036.377696 + Penalty 2604.551623 = -237431.826072
  nChanged 46
		SP:Iteration 10Q (189317.600000 sec): 3 clusters
  Score: Raw -240059.110490 + Penalty 2604.551623 = -237454.558866
  nChanged 39
		SP:Iteration 11Q (189317.770000 sec): 3 clusters
  Score: Raw -240081.718994 + Penalty 2604.551623 = -237477.167371
  nChanged 50
		SP:Iteration 12Q (189317.950000 sec): 3 clusters
  Score: Raw -240108.712218 + Penalty 2604.551623 = -237504.160594
  nChanged 46
		SP:Iteration 13Q (189318.130000 sec): 3 clusters
  Score: Raw -240129.190278 + Penalty 2604.551623 = -237524.638654
  nChanged 41
		SP:Iteration 14Q (189318.300000 sec): 3 clusters
  Score: Raw -240148.752222 + Penalty 2604.551623 = -237544.200599
  nChanged 40
		SP:Iteration 15Q (189318.480000 sec): 3 clusters
  Score: Raw -240168.237318 + Penalty 2604.551623 = -237563.685694
  nChanged 38
		SP:Iteration 16Q (189318.650000 sec): 3 clusters
  Score: Raw -240190.643075 + Penalty 2604.551623 = -237586.091451
  nChanged 44
		SP:Iteration 17Q (189318.830000 sec): 3 clusters
  Score: Raw -240213.801111 + Penalty 2604.551623 = -237609.249488
  nChanged 40
		SP:Iteration 18Q (189319.010000 sec): 3 clusters
  Score: Raw -240234.112522 + Penalty 2604.551623 = -237629.560898
  nChanged 37
		SP:Iteration 19Q (189319.180000 sec): 3 clusters
  Score: Raw -240256.506645 + Penalty 2604.551623 = -237651.955021
  nChanged 39
		SP:Iteration 20F (189319.350000 sec): 3 clusters
  Score: Raw -240278.183532 + Penalty 2604.551623 = -237673.631909
  nChanged 22
		SP:Iteration 21Q (189319.530000 sec): 3 clusters
  Score: Raw -240290.680672 + Penalty 2604.551623 = -237686.129049
  nChanged 21
		SP:Iteration 22Q (189319.710000 sec): 3 clusters
  Score: Raw -240297.109525 + Penalty 2604.551623 = -237692.557902
  nChanged 13
		SP:Iteration 23Q (189319.880000 sec): 3 clusters
  Score: Raw -240303.813869 + Penalty 2604.551623 = -237699.262246
  nChanged 19
		SP:Iteration 24Q (189320.060000 sec): 3 clusters
  Score: Raw -240311.835815 + Penalty 2604.551623 = -237707.284191
  nChanged 17
		SP:Iteration 25Q (189320.230000 sec): 3 clusters
  Score: Raw -240317.674336 + Penalty 2604.551623 = -237713.122713
  nChanged 9
		SP:Iteration 26Q (189320.410000 sec): 3 clusters
  Score: Raw -240321.836484 + Penalty 2604.551623 = -237717.284860
  nChanged 9
		SP:Iteration 27Q (189320.590000 sec): 3 clusters
  Score: Raw -240324.496085 + Penalty 2604.551623 = -237719.944461
  nChanged 6
		SP:Iteration 28Q (189320.760000 sec): 3 clusters
  Score: Raw -240327.822297 + Penalty 2604.551623 = -237723.270674
  nChanged 11
		SP:Iteration 29Q (189320.940000 sec): 3 clusters
  Score: Raw -240331.612486 + Penalty 2604.551623 = -237727.060863
  nChanged 8
		SP:Iteration 30Q (189321.110000 sec): 3 clusters
  Score: Raw -240335.591432 + Penalty 2604.551623 = -237731.039808
  nChanged 13
		SP:Iteration 31Q (189321.290000 sec): 3 clusters
  Score: Raw -240344.893557 + Penalty 2604.551623 = -237740.341934
  nChanged 14
		SP:Iteration 32Q (189321.470000 sec): 3 clusters
  Score: Raw -240353.740009 + Penalty 2604.551623 = -237749.188386
  nChanged 18
		SP:Iteration 33Q (189321.640000 sec): 3 clusters
  Score: Raw -240360.985679 + Penalty 2604.551623 = -237756.434056
  nChanged 15
		SP:Iteration 34Q (189321.820000 sec): 3 clusters
  Score: Raw -240367.479207 + Penalty 2604.551623 = -237762.927584
  nChanged 11
		SP:Iteration 35Q (189321.990000 sec): 3 clusters
  Score: Raw -240372.246267 + Penalty 2604.551623 = -237767.694643
  nChanged 13
		SP:Iteration 36Q (189322.170000 sec): 3 clusters
  Score: Raw -240379.040178 + Penalty 2604.551623 = -237774.488554
  nChanged 7
		SP:Iteration 37Q (189322.340000 sec): 3 clusters
  Score: Raw -240382.437120 + Penalty 2604.551623 = -237777.885496
  nChanged 8
		SP:Iteration 38Q (189322.410000 sec): 3 clusters
  Score: Raw -240385.754320 + Penalty 2604.551623 = -237781.202697
  nChanged 7
		SP:Iteration 39Q (189322.470000 sec): 3 clusters
  Score: Raw -240387.558622 + Penalty 2604.551623 = -237783.006999
  nChanged 4
		SP:Iteration 40F (189322.530000 sec): 3 clusters
  Score: Raw -240389.779131 + Penalty 2604.551623 = -237785.227508
  nChanged 5
		SP:Iteration 41Q (189322.590000 sec): 3 clusters
  Score: Raw -240391.915883 + Penalty 2604.551623 = -237787.364259
  nChanged 5
		SP:Iteration 42Q (189322.650000 sec): 3 clusters
  Score: Raw -240394.499297 + Penalty 2604.551623 = -237789.947674
  nChanged 3
		SP:Iteration 43Q (189322.710000 sec): 3 clusters
  Score: Raw -240395.683856 + Penalty 2604.551623 = -237791.132232
  nChanged 6
		SP:Iteration 44Q (189322.770000 sec): 3 clusters
  Score: Raw -240397.196546 + Penalty 2604.551623 = -237792.644922
  nChanged 4
		SP:Iteration 45Q (189322.830000 sec): 3 clusters
  Score: Raw -240397.957272 + Penalty 2604.551623 = -237793.405649
  nChanged 3
		SP:Iteration 46Q (189322.890000 sec): 3 clusters
  Score: Raw -240398.396636 + Penalty 2604.551623 = -237793.845012
  nChanged 2
		SP:Iteration 47Q (189322.950000 sec): 3 clusters
  Score: Raw -240399.116377 + Penalty 2604.551623 = -237794.564754
  nChanged 1
		SP:Iteration 48Q (189323.010000 sec): 3 clusters
  Score: Raw -240399.192150 + Penalty 2604.551623 = -237794.640526
  nChanged 0
		SP:Iteration 49F (189323.070000 sec): 3 clusters
  Score: Raw -240399.192150 + Penalty 2604.551623 = -237794.640526
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (7890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189323.210000 sec): 2 clusters
  Score: Raw -684776.248873 + Penalty 1458.169605 = -683318.079268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189323.380000 sec): 3 clusters
  Score: Raw -680578.585387 + Penalty 2916.339209 = -677662.246177
  nChanged 3325
		SP:Iteration 1F (189323.590000 sec): 3 clusters
  Score: Raw -682775.512732 + Penalty 2916.339209 = -679859.173522
  nChanged 711
		SP:Iteration 2F (189323.740000 sec): 3 clusters
  Score: Raw -683349.083241 + Penalty 2916.339209 = -680432.744032
  nChanged 562
		SP:Iteration 3F (189323.860000 sec): 3 clusters
  Score: Raw -683798.344701 + Penalty 2916.339209 = -680882.005492
  nChanged 477
		SP:Iteration 4F (189324.060000 sec): 3 clusters
  Score: Raw -684174.274842 + Penalty 2916.339209 = -681257.935633
  nChanged 409
		SP:Iteration 5F (189324.260000 sec): 3 clusters
  Score: Raw -684481.577795 + Penalty 2916.339209 = -681565.238585
  nChanged 356
		SP:Iteration 6Q (189324.460000 sec): 3 clusters
  Score: Raw -684719.270527 + Penalty 2916.339209 = -681802.931318
  nChanged 331
		SP:Iteration 7Q (189324.640000 sec): 3 clusters
  Score: Raw -684921.595595 + Penalty 2916.339209 = -682005.256385
  nChanged 251
		SP:Iteration 8Q (189324.820000 sec): 3 clusters
  Score: Raw -685065.305548 + Penalty 2916.339209 = -682148.966339
  nChanged 209
		SP:Iteration 9Q (189325.020000 sec): 3 clusters
  Score: Raw -685171.045918 + Penalty 2916.339209 = -682254.706708
  nChanged 152
		SP:Iteration 10Q (189325.220000 sec): 3 clusters
  Score: Raw -685229.918761 + Penalty 2916.339209 = -682313.579552
  nChanged 113
		SP:Iteration 11Q (189325.460000 sec): 3 clusters
  Score: Raw -685264.844140 + Penalty 2916.339209 = -682348.504930
  nChanged 78
		SP:Iteration 12Q (189325.660000 sec): 3 clusters
  Score: Raw -685285.420246 + Penalty 2916.339209 = -682369.081037
  nChanged 52
		SP:Iteration 13Q (189325.860000 sec): 3 clusters
  Score: Raw -685295.283329 + Penalty 2916.339209 = -682378.944119
  nChanged 30
		SP:Iteration 14Q (189326.060000 sec): 3 clusters
  Score: Raw -685301.985105 + Penalty 2916.339209 = -682385.645896
  nChanged 27
		SP:Iteration 15Q (189326.250000 sec): 3 clusters
  Score: Raw -685307.043587 + Penalty 2916.339209 = -682390.704377
  nChanged 25
		SP:Iteration 16Q (189326.440000 sec): 3 clusters
  Score: Raw -685312.620177 + Penalty 2916.339209 = -682396.280968
  nChanged 18
		SP:Iteration 17Q (189326.620000 sec): 3 clusters
  Score: Raw -685317.492174 + Penalty 2916.339209 = -682401.152965
  nChanged 23
		SP:Iteration 18Q (189326.820000 sec): 3 clusters
  Score: Raw -685321.847555 + Penalty 2916.339209 = -682405.508345
  nChanged 19
		SP:Iteration 19Q (189327.000000 sec): 3 clusters
  Score: Raw -685325.640350 + Penalty 2916.339209 = -682409.301141
  nChanged 16
		SP:Iteration 20F (189327.200000 sec): 3 clusters
  Score: Raw -685328.621922 + Penalty 2916.339209 = -682412.282712
  nChanged 17
		SP:Iteration 21Q (189327.400000 sec): 3 clusters
  Score: Raw -685332.284306 + Penalty 2916.339209 = -682415.945097
  nChanged 18
		SP:Iteration 22Q (189327.600000 sec): 3 clusters
  Score: Raw -685334.765678 + Penalty 2916.339209 = -682418.426468
  nChanged 11
		SP:Iteration 23Q (189327.800000 sec): 3 clusters
  Score: Raw -685336.124976 + Penalty 2916.339209 = -682419.785767
  nChanged 10
		SP:Iteration 24Q (189328.000000 sec): 3 clusters
  Score: Raw -685337.549493 + Penalty 2916.339209 = -682421.210284
  nChanged 7
		SP:Iteration 25Q (189328.200000 sec): 3 clusters
  Score: Raw -685338.818114 + Penalty 2916.339209 = -682422.478905
  nChanged 6
		SP:Iteration 26Q (189328.400000 sec): 3 clusters
  Score: Raw -685339.718979 + Penalty 2916.339209 = -682423.379770
  nChanged 8
		SP:Iteration 27Q (189328.510000 sec): 3 clusters
  Score: Raw -685340.613777 + Penalty 2916.339209 = -682424.274567
  nChanged 6
		SP:Iteration 28Q (189328.620000 sec): 3 clusters
  Score: Raw -685341.296061 + Penalty 2916.339209 = -682424.956852
  nChanged 10
		SP:Iteration 29Q (189328.830000 sec): 3 clusters
  Score: Raw -685343.211823 + Penalty 2916.339209 = -682426.872613
  nChanged 8
		SP:Iteration 30Q (189329.040000 sec): 3 clusters
  Score: Raw -685345.158186 + Penalty 2916.339209 = -682428.818976
  nChanged 13
		SP:Iteration 31Q (189329.170000 sec): 3 clusters
  Score: Raw -685348.333010 + Penalty 2916.339209 = -682431.993801
  nChanged 12
		SP:Iteration 32Q (189329.290000 sec): 3 clusters
  Score: Raw -685350.616350 + Penalty 2916.339209 = -682434.277141
  nChanged 10
		SP:Iteration 33Q (189329.480000 sec): 3 clusters
  Score: Raw -685352.591254 + Penalty 2916.339209 = -682436.252045
  nChanged 12
		SP:Iteration 34Q (189329.680000 sec): 3 clusters
  Score: Raw -685354.675776 + Penalty 2916.339209 = -682438.336566
  nChanged 10
		SP:Iteration 35Q (189329.880000 sec): 3 clusters
  Score: Raw -685356.276070 + Penalty 2916.339209 = -682439.936861
  nChanged 10
		SP:Iteration 36Q (189330.080000 sec): 3 clusters
  Score: Raw -685357.957281 + Penalty 2916.339209 = -682441.618071
  nChanged 11
		SP:Iteration 37Q (189330.280000 sec): 3 clusters
  Score: Raw -685359.674440 + Penalty 2916.339209 = -682443.335231
  nChanged 14
		SP:Iteration 38Q (189330.470000 sec): 3 clusters
  Score: Raw -685363.037053 + Penalty 2916.339209 = -682446.697844
  nChanged 21
		SP:Iteration 39Q (189330.670000 sec): 3 clusters
  Score: Raw -685365.865277 + Penalty 2916.339209 = -682449.526068
  nChanged 13
		SP:Iteration 40F (189330.870000 sec): 3 clusters
  Score: Raw -685367.885186 + Penalty 2916.339209 = -682451.545976
  nChanged 7
		SP:Iteration 41Q (189330.980000 sec): 3 clusters
  Score: Raw -685369.438865 + Penalty 2916.339209 = -682453.099656
  nChanged 13
		SP:Iteration 42Q (189331.100000 sec): 3 clusters
  Score: Raw -685372.691978 + Penalty 2916.339209 = -682456.352769
  nChanged 17
		SP:Iteration 43Q (189331.310000 sec): 3 clusters
  Score: Raw -685376.499686 + Penalty 2916.339209 = -682460.160477
  nChanged 15
		SP:Iteration 44Q (189331.510000 sec): 3 clusters
  Score: Raw -685379.860935 + Penalty 2916.339209 = -682463.521726
  nChanged 14
		SP:Iteration 45Q (189331.720000 sec): 3 clusters
  Score: Raw -685382.077015 + Penalty 2916.339209 = -682465.737806
  nChanged 13
		SP:Iteration 46Q (189331.970000 sec): 3 clusters
  Score: Raw -685383.645379 + Penalty 2916.339209 = -682467.306170
  nChanged 7
		SP:Iteration 47Q (189332.170000 sec): 3 clusters
  Score: Raw -685384.379026 + Penalty 2916.339209 = -682468.039817
  nChanged 6
		SP:Iteration 48Q (189332.380000 sec): 3 clusters
  Score: Raw -685385.381594 + Penalty 2916.339209 = -682469.042384
  nChanged 5
		SP:Iteration 49Q (189332.570000 sec): 3 clusters
  Score: Raw -685385.859691 + Penalty 2916.339209 = -682469.520482
  nChanged 3
		SP:Iteration 50Q (189332.770000 sec): 3 clusters
  Score: Raw -685386.186827 + Penalty 2916.339209 = -682469.847618
  nChanged 3
		SP:Iteration 51Q (189332.970000 sec): 3 clusters
  Score: Raw -685386.404219 + Penalty 2916.339209 = -682470.065009
  nChanged 0
		SP:Iteration 52F (189333.080000 sec): 3 clusters
  Score: Raw -685386.404219 + Penalty 2916.339209 = -682470.065009
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189333.150000 sec): 2 clusters
  Score: Raw -372324.823372 + Penalty 1364.961015 = -370959.862356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189333.240000 sec): 3 clusters
  Score: Raw -370098.804030 + Penalty 2729.922031 = -367368.881999
  nChanged 1792
		SP:Iteration 1F (189333.330000 sec): 3 clusters
  Score: Raw -371327.779446 + Penalty 2729.922031 = -368597.857415
  nChanged 437
		SP:Iteration 2F (189333.410000 sec): 3 clusters
  Score: Raw -371785.250076 + Penalty 2729.922031 = -369055.328045
  nChanged 400
		SP:Iteration 3F (189333.490000 sec): 3 clusters
  Score: Raw -372275.953482 + Penalty 2729.922031 = -369546.031452
  nChanged 362
		SP:Iteration 4F (189333.570000 sec): 3 clusters
  Score: Raw -372647.061304 + Penalty 2729.922031 = -369917.139273
  nChanged 251
		SP:Iteration 5F (189333.650000 sec): 3 clusters
  Score: Raw -372847.886771 + Penalty 2729.922031 = -370117.964741
  nChanged 169
		SP:Iteration 6Q (189333.730000 sec): 3 clusters
  Score: Raw -372948.032664 + Penalty 2729.922031 = -370218.110633
  nChanged 107
		SP:Iteration 7Q (189333.820000 sec): 3 clusters
  Score: Raw -372997.740858 + Penalty 2729.922031 = -370267.818827
  nChanged 66
		SP:Iteration 8Q (189333.900000 sec): 3 clusters
  Score: Raw -373025.372556 + Penalty 2729.922031 = -370295.450525
  nChanged 41
		SP:Iteration 9Q (189333.980000 sec): 3 clusters
  Score: Raw -373038.737191 + Penalty 2729.922031 = -370308.815160
  nChanged 19
		SP:Iteration 10Q (189334.070000 sec): 3 clusters
  Score: Raw -373044.440526 + Penalty 2729.922031 = -370314.518496
  nChanged 13
		SP:Iteration 11Q (189334.150000 sec): 3 clusters
  Score: Raw -373047.692659 + Penalty 2729.922031 = -370317.770629
  nChanged 7
		SP:Iteration 12Q (189334.230000 sec): 3 clusters
  Score: Raw -373049.122690 + Penalty 2729.922031 = -370319.200659
  nChanged 6
		SP:Iteration 13Q (189334.310000 sec): 3 clusters
  Score: Raw -373050.588841 + Penalty 2729.922031 = -370320.666810
  nChanged 2
		SP:Iteration 14Q (189334.390000 sec): 3 clusters
  Score: Raw -373050.853629 + Penalty 2729.922031 = -370320.931598
  nChanged 0
		SP:Iteration 15F (189334.480000 sec): 3 clusters
  Score: Raw -373050.853629 + Penalty 2729.922031 = -370320.931598
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189334.540000 sec): 2 clusters
  Score: Raw -231414.988328 + Penalty 1271.017008 = -230143.971320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189334.590000 sec): 3 clusters
  Score: Raw -230259.684914 + Penalty 2542.034016 = -227717.650898
  nChanged 956
		SP:Iteration 1F (189334.630000 sec): 3 clusters
  Score: Raw -230848.255509 + Penalty 2542.034016 = -228306.221493
  nChanged 195
		SP:Iteration 2F (189334.680000 sec): 3 clusters
  Score: Raw -231007.761703 + Penalty 2542.034016 = -228465.727687
  nChanged 161
		SP:Iteration 3F (189334.730000 sec): 3 clusters
  Score: Raw -231146.362623 + Penalty 2542.034016 = -228604.328607
  nChanged 143
		SP:Iteration 4F (189334.770000 sec): 3 clusters
  Score: Raw -231268.917922 + Penalty 2542.034016 = -228726.883906
  nChanged 136
		SP:Iteration 5F (189334.820000 sec): 3 clusters
  Score: Raw -231382.806371 + Penalty 2542.034016 = -228840.772355
  nChanged 105
		SP:Iteration 6Q (189334.870000 sec): 3 clusters
  Score: Raw -231469.447321 + Penalty 2542.034016 = -228927.413305
  nChanged 85
		SP:Iteration 7Q (189334.920000 sec): 3 clusters
  Score: Raw -231541.297542 + Penalty 2542.034016 = -228999.263526
  nChanged 73
		SP:Iteration 8Q (189334.970000 sec): 3 clusters
  Score: Raw -231602.455050 + Penalty 2542.034016 = -229060.421034
  nChanged 74
		SP:Iteration 9Q (189335.010000 sec): 3 clusters
  Score: Raw -231660.924478 + Penalty 2542.034016 = -229118.890462
  nChanged 54
		SP:Iteration 10Q (189335.060000 sec): 3 clusters
  Score: Raw -231696.781321 + Penalty 2542.034016 = -229154.747305
  nChanged 39
		SP:Iteration 11Q (189335.110000 sec): 3 clusters
  Score: Raw -231726.981762 + Penalty 2542.034016 = -229184.947746
  nChanged 38
		SP:Iteration 12Q (189335.160000 sec): 3 clusters
  Score: Raw -231753.358009 + Penalty 2542.034016 = -229211.323993
  nChanged 34
		SP:Iteration 13Q (189335.210000 sec): 3 clusters
  Score: Raw -231781.740423 + Penalty 2542.034016 = -229239.706407
  nChanged 32
		SP:Iteration 14Q (189335.250000 sec): 3 clusters
  Score: Raw -231802.563051 + Penalty 2542.034016 = -229260.529034
  nChanged 25
		SP:Iteration 15Q (189335.300000 sec): 3 clusters
  Score: Raw -231821.223591 + Penalty 2542.034016 = -229279.189575
  nChanged 26
		SP:Iteration 16Q (189335.350000 sec): 3 clusters
  Score: Raw -231838.750410 + Penalty 2542.034016 = -229296.716394
  nChanged 29
		SP:Iteration 17Q (189335.400000 sec): 3 clusters
  Score: Raw -231857.592381 + Penalty 2542.034016 = -229315.558365
  nChanged 27
		SP:Iteration 18Q (189335.450000 sec): 3 clusters
  Score: Raw -231873.879498 + Penalty 2542.034016 = -229331.845482
  nChanged 24
		SP:Iteration 19Q (189335.490000 sec): 3 clusters
  Score: Raw -231886.334483 + Penalty 2542.034016 = -229344.300467
  nChanged 21
		SP:Iteration 20F (189335.540000 sec): 3 clusters
  Score: Raw -231896.484451 + Penalty 2542.034016 = -229354.450434
  nChanged 14
		SP:Iteration 21Q (189335.590000 sec): 3 clusters
  Score: Raw -231904.168102 + Penalty 2542.034016 = -229362.134085
  nChanged 9
		SP:Iteration 22Q (189335.640000 sec): 3 clusters
  Score: Raw -231909.170313 + Penalty 2542.034016 = -229367.136297
  nChanged 13
		SP:Iteration 23Q (189335.690000 sec): 3 clusters
  Score: Raw -231916.314017 + Penalty 2542.034016 = -229374.280001
  nChanged 12
		SP:Iteration 24Q (189335.730000 sec): 3 clusters
  Score: Raw -231924.257128 + Penalty 2542.034016 = -229382.223112
  nChanged 16
		SP:Iteration 25Q (189335.780000 sec): 3 clusters
  Score: Raw -231932.859784 + Penalty 2542.034016 = -229390.825768
  nChanged 17
		SP:Iteration 26Q (189335.830000 sec): 3 clusters
  Score: Raw -231941.562952 + Penalty 2542.034016 = -229399.528936
  nChanged 11
		SP:Iteration 27Q (189335.880000 sec): 3 clusters
  Score: Raw -231948.023424 + Penalty 2542.034016 = -229405.989408
  nChanged 12
		SP:Iteration 28Q (189335.930000 sec): 3 clusters
  Score: Raw -231956.383242 + Penalty 2542.034016 = -229414.349226
  nChanged 16
		SP:Iteration 29Q (189335.970000 sec): 3 clusters
  Score: Raw -231964.709956 + Penalty 2542.034016 = -229422.675940
  nChanged 14
		SP:Iteration 30Q (189336.020000 sec): 3 clusters
  Score: Raw -231971.320329 + Penalty 2542.034016 = -229429.286313
  nChanged 9
		SP:Iteration 31Q (189336.070000 sec): 3 clusters
  Score: Raw -231975.132623 + Penalty 2542.034016 = -229433.098607
  nChanged 11
		SP:Iteration 32Q (189336.120000 sec): 3 clusters
  Score: Raw -231980.547707 + Penalty 2542.034016 = -229438.513691
  nChanged 11
		SP:Iteration 33Q (189336.170000 sec): 3 clusters
  Score: Raw -231986.599354 + Penalty 2542.034016 = -229444.565338
  nChanged 8
		SP:Iteration 34Q (189336.220000 sec): 3 clusters
  Score: Raw -231990.521002 + Penalty 2542.034016 = -229448.486986
  nChanged 8
		SP:Iteration 35Q (189336.270000 sec): 3 clusters
  Score: Raw -231993.616795 + Penalty 2542.034016 = -229451.582779
  nChanged 3
		SP:Iteration 36Q (189336.320000 sec): 3 clusters
  Score: Raw -231994.590207 + Penalty 2542.034016 = -229452.556191
  nChanged 1
		SP:Iteration 37Q (189336.360000 sec): 3 clusters
  Score: Raw -231994.980445 + Penalty 2542.034016 = -229452.946429
  nChanged 2
		SP:Iteration 38Q (189336.410000 sec): 3 clusters
  Score: Raw -231995.616355 + Penalty 2542.034016 = -229453.582339
  nChanged 2
		SP:Iteration 39Q (189336.460000 sec): 3 clusters
  Score: Raw -231996.541407 + Penalty 2542.034016 = -229454.507391
  nChanged 3
		SP:Iteration 40F (189336.500000 sec): 3 clusters
  Score: Raw -231997.672870 + Penalty 2542.034016 = -229455.638854
  nChanged 4
		SP:Iteration 41Q (189336.550000 sec): 3 clusters
  Score: Raw -231999.078437 + Penalty 2542.034016 = -229457.044421
  nChanged 3
		SP:Iteration 42Q (189336.600000 sec): 3 clusters
  Score: Raw -232000.315090 + Penalty 2542.034016 = -229458.281074
  nChanged 4
		SP:Iteration 43Q (189336.650000 sec): 3 clusters
  Score: Raw -232001.886900 + Penalty 2542.034016 = -229459.852884
  nChanged 1
		SP:Iteration 44Q (189336.700000 sec): 3 clusters
  Score: Raw -232002.316059 + Penalty 2542.034016 = -229460.282043
  nChanged 0
		SP:Iteration 45F (189336.740000 sec): 3 clusters
  Score: Raw -232002.316059 + Penalty 2542.034016 = -229460.282043
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (6387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189336.860000 sec): 2 clusters
  Score: Raw -623458.320814 + Penalty 1423.828242 = -622034.492571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189337.080000 sec): 3 clusters
  Score: Raw -620027.424904 + Penalty 2847.656485 = -617179.768419
  nChanged 2697
		SP:Iteration 1F (189337.250000 sec): 3 clusters
  Score: Raw -621535.483895 + Penalty 2847.656485 = -618687.827411
  nChanged 448
		SP:Iteration 2F (189337.410000 sec): 3 clusters
  Score: Raw -621779.030771 + Penalty 2847.656485 = -618931.374286
  nChanged 368
		SP:Iteration 3F (189337.580000 sec): 3 clusters
  Score: Raw -621963.676680 + Penalty 2847.656485 = -619116.020195
  nChanged 310
		SP:Iteration 4Q (189337.760000 sec): 3 clusters
  Score: Raw -622105.839430 + Penalty 2847.656485 = -619258.182945
  nChanged 245
		SP:Iteration 5Q (189337.960000 sec): 3 clusters
  Score: Raw -622246.302886 + Penalty 2847.656485 = -619398.646401
  nChanged 254
		SP:Iteration 6Q (189338.060000 sec): 3 clusters
  Score: Raw -622404.049601 + Penalty 2847.656485 = -619556.393116
  nChanged 280
		SP:Iteration 7Q (189338.280000 sec): 3 clusters
  Score: Raw -622565.586658 + Penalty 2847.656485 = -619717.930174
  nChanged 256
		SP:Iteration 8Q (189338.410000 sec): 3 clusters
  Score: Raw -622700.312313 + Penalty 2847.656485 = -619852.655828
  nChanged 229
		SP:Iteration 9Q (189338.620000 sec): 3 clusters
  Score: Raw -622825.228461 + Penalty 2847.656485 = -619977.571976
  nChanged 239
		SP:Iteration 10Q (189338.780000 sec): 3 clusters
  Score: Raw -622941.474212 + Penalty 2847.656485 = -620093.817727
  nChanged 179
		SP:Iteration 11Q (189338.940000 sec): 3 clusters
  Score: Raw -623032.883008 + Penalty 2847.656485 = -620185.226523
  nChanged 148
		SP:Iteration 12Q (189339.110000 sec): 3 clusters
  Score: Raw -623106.967605 + Penalty 2847.656485 = -620259.311120
  nChanged 150
		SP:Iteration 13Q (189339.270000 sec): 3 clusters
  Score: Raw -623192.231535 + Penalty 2847.656485 = -620344.575051
  nChanged 140
		SP:Iteration 14Q (189339.440000 sec): 3 clusters
  Score: Raw -623281.168762 + Penalty 2847.656485 = -620433.512277
  nChanged 150
		SP:Iteration 15Q (189339.600000 sec): 3 clusters
  Score: Raw -623370.114233 + Penalty 2847.656485 = -620522.457748
  nChanged 138
		SP:Iteration 16Q (189339.760000 sec): 3 clusters
  Score: Raw -623452.835375 + Penalty 2847.656485 = -620605.178890
  nChanged 134
		SP:Iteration 17Q (189339.930000 sec): 3 clusters
  Score: Raw -623534.246354 + Penalty 2847.656485 = -620686.589869
  nChanged 138
		SP:Iteration 18Q (189340.090000 sec): 3 clusters
  Score: Raw -623621.000398 + Penalty 2847.656485 = -620773.343913
  nChanged 137
		SP:Iteration 19Q (189340.260000 sec): 3 clusters
  Score: Raw -623699.546194 + Penalty 2847.656485 = -620851.889709
  nChanged 125
		SP:Iteration 20F (189340.420000 sec): 3 clusters
  Score: Raw -623774.991175 + Penalty 2847.656485 = -620927.334690
  nChanged 130
		SP:Iteration 21Q (189340.590000 sec): 3 clusters
  Score: Raw -623843.401721 + Penalty 2847.656485 = -620995.745236
  nChanged 113
		SP:Iteration 22Q (189340.750000 sec): 3 clusters
  Score: Raw -623898.725466 + Penalty 2847.656485 = -621051.068981
  nChanged 101
		SP:Iteration 23Q (189340.920000 sec): 3 clusters
  Score: Raw -623943.101081 + Penalty 2847.656485 = -621095.444596
  nChanged 78
		SP:Iteration 24Q (189341.080000 sec): 3 clusters
  Score: Raw -623974.464237 + Penalty 2847.656485 = -621126.807752
  nChanged 69
		SP:Iteration 25Q (189341.240000 sec): 3 clusters
  Score: Raw -624000.365843 + Penalty 2847.656485 = -621152.709358
  nChanged 68
		SP:Iteration 26Q (189341.410000 sec): 3 clusters
  Score: Raw -624022.280242 + Penalty 2847.656485 = -621174.623757
  nChanged 48
		SP:Iteration 27Q (189341.570000 sec): 3 clusters
  Score: Raw -624038.518629 + Penalty 2847.656485 = -621190.862144
  nChanged 38
		SP:Iteration 28Q (189341.740000 sec): 3 clusters
  Score: Raw -624051.295485 + Penalty 2847.656485 = -621203.639000
  nChanged 38
		SP:Iteration 29Q (189341.900000 sec): 3 clusters
  Score: Raw -624062.326463 + Penalty 2847.656485 = -621214.669978
  nChanged 30
		SP:Iteration 30Q (189342.060000 sec): 3 clusters
  Score: Raw -624071.194056 + Penalty 2847.656485 = -621223.537571
  nChanged 31
		SP:Iteration 31Q (189342.230000 sec): 3 clusters
  Score: Raw -624078.903171 + Penalty 2847.656485 = -621231.246687
  nChanged 23
		SP:Iteration 32Q (189342.390000 sec): 3 clusters
  Score: Raw -624085.413810 + Penalty 2847.656485 = -621237.757325
  nChanged 24
		SP:Iteration 33Q (189342.560000 sec): 3 clusters
  Score: Raw -624092.677615 + Penalty 2847.656485 = -621245.021130
  nChanged 31
		SP:Iteration 34Q (189342.720000 sec): 3 clusters
  Score: Raw -624100.618786 + Penalty 2847.656485 = -621252.962301
  nChanged 25
		SP:Iteration 35Q (189342.880000 sec): 3 clusters
  Score: Raw -624106.018463 + Penalty 2847.656485 = -621258.361978
  nChanged 24
		SP:Iteration 36Q (189343.050000 sec): 3 clusters
  Score: Raw -624112.267077 + Penalty 2847.656485 = -621264.610592
  nChanged 22
		SP:Iteration 37Q (189343.220000 sec): 3 clusters
  Score: Raw -624117.909561 + Penalty 2847.656485 = -621270.253076
  nChanged 20
		SP:Iteration 38Q (189343.380000 sec): 3 clusters
  Score: Raw -624123.416280 + Penalty 2847.656485 = -621275.759795
  nChanged 21
		SP:Iteration 39Q (189343.550000 sec): 3 clusters
  Score: Raw -624128.556179 + Penalty 2847.656485 = -621280.899694
  nChanged 14
		SP:Iteration 40F (189343.710000 sec): 3 clusters
  Score: Raw -624131.552527 + Penalty 2847.656485 = -621283.896042
  nChanged 10
		SP:Iteration 41Q (189343.880000 sec): 3 clusters
  Score: Raw -624133.780167 + Penalty 2847.656485 = -621286.123682
  nChanged 6
		SP:Iteration 42Q (189344.040000 sec): 3 clusters
  Score: Raw -624135.328033 + Penalty 2847.656485 = -621287.671548
  nChanged 8
		SP:Iteration 43Q (189344.300000 sec): 3 clusters
  Score: Raw -624137.517154 + Penalty 2847.656485 = -621289.860669
  nChanged 9
		SP:Iteration 44Q (189344.460000 sec): 3 clusters
  Score: Raw -624139.584471 + Penalty 2847.656485 = -621291.927986
  nChanged 7
		SP:Iteration 45Q (189344.630000 sec): 3 clusters
  Score: Raw -624141.116822 + Penalty 2847.656485 = -621293.460337
  nChanged 3
		SP:Iteration 46Q (189344.810000 sec): 3 clusters
  Score: Raw -624141.542933 + Penalty 2847.656485 = -621293.886448
  nChanged 3
		SP:Iteration 47Q (189344.980000 sec): 3 clusters
  Score: Raw -624142.417951 + Penalty 2847.656485 = -621294.761466
  nChanged 8
		SP:Iteration 48Q (189345.150000 sec): 3 clusters
  Score: Raw -624144.260805 + Penalty 2847.656485 = -621296.604321
  nChanged 7
		SP:Iteration 49Q (189345.330000 sec): 3 clusters
  Score: Raw -624146.392424 + Penalty 2847.656485 = -621298.735939
  nChanged 6
		SP:Iteration 50Q (189345.500000 sec): 3 clusters
  Score: Raw -624147.656493 + Penalty 2847.656485 = -621300.000008
  nChanged 8
		SP:Iteration 51Q (189345.670000 sec): 3 clusters
  Score: Raw -624149.984812 + Penalty 2847.656485 = -621302.328327
  nChanged 8
		SP:Iteration 52Q (189345.850000 sec): 3 clusters
  Score: Raw -624151.554364 + Penalty 2847.656485 = -621303.897880
  nChanged 7
		SP:Iteration 53Q (189346.020000 sec): 3 clusters
  Score: Raw -624153.037715 + Penalty 2847.656485 = -621305.381230
  nChanged 8
		SP:Iteration 54Q (189346.190000 sec): 3 clusters
  Score: Raw -624155.038623 + Penalty 2847.656485 = -621307.382138
  nChanged 5
		SP:Iteration 55Q (189346.330000 sec): 3 clusters
  Score: Raw -624156.109073 + Penalty 2847.656485 = -621308.452588
  nChanged 6
		SP:Iteration 56Q (189346.500000 sec): 3 clusters
  Score: Raw -624157.368602 + Penalty 2847.656485 = -621309.712117
  nChanged 7
		SP:Iteration 57Q (189346.670000 sec): 3 clusters
  Score: Raw -624158.471290 + Penalty 2847.656485 = -621310.814805
  nChanged 4
		SP:Iteration 58Q (189346.840000 sec): 3 clusters
  Score: Raw -624159.384337 + Penalty 2847.656485 = -621311.727852
  nChanged 5
		SP:Iteration 59Q (189347.000000 sec): 3 clusters
  Score: Raw -624160.293677 + Penalty 2847.656485 = -621312.637192
  nChanged 4
		SP:Iteration 60F (189347.170000 sec): 3 clusters
  Score: Raw -624161.002200 + Penalty 2847.656485 = -621313.345715
  nChanged 7
		SP:Iteration 61Q (189347.330000 sec): 3 clusters
  Score: Raw -624162.679646 + Penalty 2847.656485 = -621315.023161
  nChanged 6
		SP:Iteration 62Q (189347.500000 sec): 3 clusters
  Score: Raw -624164.169169 + Penalty 2847.656485 = -621316.512684
  nChanged 5
		SP:Iteration 63Q (189347.660000 sec): 3 clusters
  Score: Raw -624165.477472 + Penalty 2847.656485 = -621317.820988
  nChanged 5
		SP:Iteration 64Q (189347.900000 sec): 3 clusters
  Score: Raw -624166.234252 + Penalty 2847.656485 = -621318.577767
  nChanged 1
		SP:Iteration 65Q (189347.990000 sec): 3 clusters
  Score: Raw -624166.373059 + Penalty 2847.656485 = -621318.716574
  nChanged 0
		SP:Iteration 66F (189348.100000 sec): 3 clusters
  Score: Raw -624166.373059 + Penalty 2847.656485 = -621318.716574
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189348.160000 sec): 2 clusters
  Score: Raw -59688.868677 + Penalty 1115.198161 = -58573.670516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189348.340000 sec): 3 clusters
  Score: Raw -59445.549935 + Penalty 2230.396322 = -57215.153613
  nChanged 295
		SP:Iteration 1F (189348.510000 sec): 3 clusters
  Score: Raw -59831.643435 + Penalty 2230.396322 = -57601.247113
  nChanged 100
		SP:Iteration 2F (189348.690000 sec): 3 clusters
  Score: Raw -60021.213505 + Penalty 2230.396322 = -57790.817184
  nChanged 59
		SP:Iteration 3F (189348.860000 sec): 3 clusters
  Score: Raw -60126.717587 + Penalty 2230.396322 = -57896.321266
  nChanged 33
		SP:Iteration 4Q (189349.040000 sec): 3 clusters
  Score: Raw -60171.777475 + Penalty 2230.396322 = -57941.381153
  nChanged 26
		SP:Iteration 5Q (189349.220000 sec): 3 clusters
  Score: Raw -60201.935983 + Penalty 2230.396322 = -57971.539662
  nChanged 12
		SP:Iteration 6Q (189349.390000 sec): 3 clusters
  Score: Raw -60212.649085 + Penalty 2230.396322 = -57982.252764
  nChanged 4
		SP:Iteration 7Q (189349.570000 sec): 3 clusters
  Score: Raw -60217.136622 + Penalty 2230.396322 = -57986.740300
  nChanged 4
		SP:Iteration 8Q (189349.790000 sec): 3 clusters
  Score: Raw -60224.423030 + Penalty 2230.396322 = -57994.026709
  nChanged 9
		SP:Iteration 9Q (189349.960000 sec): 3 clusters
  Score: Raw -60235.194016 + Penalty 2230.396322 = -58004.797694
  nChanged 6
		SP:Iteration 10Q (189350.130000 sec): 3 clusters
  Score: Raw -60239.946526 + Penalty 2230.396322 = -58009.550205
  nChanged 2
		SP:Iteration 11Q (189350.310000 sec): 3 clusters
  Score: Raw -60242.182607 + Penalty 2230.396322 = -58011.786285
  nChanged 3
		SP:Iteration 12Q (189350.440000 sec): 3 clusters
  Score: Raw -60247.792983 + Penalty 2230.396322 = -58017.396662
  nChanged 2
		SP:Iteration 13Q (189350.610000 sec): 3 clusters
  Score: Raw -60249.356533 + Penalty 2230.396322 = -58018.960211
  nChanged 1
		SP:Iteration 14Q (189350.790000 sec): 3 clusters
  Score: Raw -60250.025350 + Penalty 2230.396322 = -58019.629028
  nChanged 0
		SP:Iteration 15F (189350.960000 sec): 3 clusters
  Score: Raw -60250.025350 + Penalty 2230.396322 = -58019.629028
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (4747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189351.060000 sec): 2 clusters
  Score: Raw -339191.719379 + Penalty 1375.606069 = -337816.113310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189351.230000 sec): 3 clusters
  Score: Raw -336821.506752 + Penalty 2751.212139 = -334070.294613
  nChanged 1924
		SP:Iteration 1F (189351.400000 sec): 3 clusters
  Score: Raw -338147.691581 + Penalty 2751.212139 = -335396.479442
  nChanged 448
		SP:Iteration 2F (189351.560000 sec): 3 clusters
  Score: Raw -338552.122188 + Penalty 2751.212139 = -335800.910049
  nChanged 364
		SP:Iteration 3F (189351.660000 sec): 3 clusters
  Score: Raw -338880.316345 + Penalty 2751.212139 = -336129.104206
  nChanged 299
		SP:Iteration 4F (189351.760000 sec): 3 clusters
  Score: Raw -339115.078767 + Penalty 2751.212139 = -336363.866628
  nChanged 215
		SP:Iteration 5Q (189351.850000 sec): 3 clusters
  Score: Raw -339266.421566 + Penalty 2751.212139 = -336515.209427
  nChanged 179
		SP:Iteration 6Q (189351.940000 sec): 3 clusters
  Score: Raw -339366.764737 + Penalty 2751.212139 = -336615.552598
  nChanged 133
		SP:Iteration 7Q (189352.040000 sec): 3 clusters
  Score: Raw -339426.116134 + Penalty 2751.212139 = -336674.903996
  nChanged 91
		SP:Iteration 8Q (189352.140000 sec): 3 clusters
  Score: Raw -339465.945733 + Penalty 2751.212139 = -336714.733594
  nChanged 75
		SP:Iteration 9Q (189352.230000 sec): 3 clusters
  Score: Raw -339498.479142 + Penalty 2751.212139 = -336747.267003
  nChanged 61
		SP:Iteration 10Q (189352.330000 sec): 3 clusters
  Score: Raw -339528.585227 + Penalty 2751.212139 = -336777.373088
  nChanged 58
		SP:Iteration 11Q (189352.520000 sec): 3 clusters
  Score: Raw -339555.301463 + Penalty 2751.212139 = -336804.089325
  nChanged 58
		SP:Iteration 12Q (189352.700000 sec): 3 clusters
  Score: Raw -339577.308945 + Penalty 2751.212139 = -336826.096807
  nChanged 40
		SP:Iteration 13Q (189352.870000 sec): 3 clusters
  Score: Raw -339595.045812 + Penalty 2751.212139 = -336843.833673
  nChanged 43
		SP:Iteration 14Q (189353.050000 sec): 3 clusters
  Score: Raw -339610.233981 + Penalty 2751.212139 = -336859.021842
  nChanged 45
		SP:Iteration 15Q (189353.220000 sec): 3 clusters
  Score: Raw -339626.658355 + Penalty 2751.212139 = -336875.446216
  nChanged 33
		SP:Iteration 16Q (189353.400000 sec): 3 clusters
  Score: Raw -339638.627085 + Penalty 2751.212139 = -336887.414946
  nChanged 30
		SP:Iteration 17Q (189353.570000 sec): 3 clusters
  Score: Raw -339651.340525 + Penalty 2751.212139 = -336900.128386
  nChanged 24
		SP:Iteration 18Q (189353.750000 sec): 3 clusters
  Score: Raw -339661.110685 + Penalty 2751.212139 = -336909.898547
  nChanged 25
		SP:Iteration 19Q (189353.920000 sec): 3 clusters
  Score: Raw -339669.650277 + Penalty 2751.212139 = -336918.438138
  nChanged 21
		SP:Iteration 20F (189354.100000 sec): 3 clusters
  Score: Raw -339675.947928 + Penalty 2751.212139 = -336924.735789
  nChanged 18
		SP:Iteration 21Q (189354.280000 sec): 3 clusters
  Score: Raw -339681.545844 + Penalty 2751.212139 = -336930.333705
  nChanged 18
		SP:Iteration 22Q (189354.450000 sec): 3 clusters
  Score: Raw -339689.002567 + Penalty 2751.212139 = -336937.790429
  nChanged 22
		SP:Iteration 23Q (189354.630000 sec): 3 clusters
  Score: Raw -339699.226651 + Penalty 2751.212139 = -336948.014512
  nChanged 30
		SP:Iteration 24Q (189354.800000 sec): 3 clusters
  Score: Raw -339711.105827 + Penalty 2751.212139 = -336959.893689
  nChanged 24
		SP:Iteration 25Q (189354.980000 sec): 3 clusters
  Score: Raw -339717.845322 + Penalty 2751.212139 = -336966.633183
  nChanged 11
		SP:Iteration 26Q (189355.160000 sec): 3 clusters
  Score: Raw -339721.254616 + Penalty 2751.212139 = -336970.042477
  nChanged 11
		SP:Iteration 27Q (189355.330000 sec): 3 clusters
  Score: Raw -339723.912143 + Penalty 2751.212139 = -336972.700004
  nChanged 11
		SP:Iteration 28Q (189355.510000 sec): 3 clusters
  Score: Raw -339727.122037 + Penalty 2751.212139 = -336975.909898
  nChanged 8
		SP:Iteration 29Q (189355.680000 sec): 3 clusters
  Score: Raw -339729.672396 + Penalty 2751.212139 = -336978.460257
  nChanged 14
		SP:Iteration 30Q (189355.860000 sec): 3 clusters
  Score: Raw -339733.584060 + Penalty 2751.212139 = -336982.371922
  nChanged 16
		SP:Iteration 31Q (189356.030000 sec): 3 clusters
  Score: Raw -339737.987629 + Penalty 2751.212139 = -336986.775490
  nChanged 13
		SP:Iteration 32Q (189356.210000 sec): 3 clusters
  Score: Raw -339740.767389 + Penalty 2751.212139 = -336989.555250
  nChanged 8
		SP:Iteration 33Q (189356.390000 sec): 3 clusters
  Score: Raw -339742.715548 + Penalty 2751.212139 = -336991.503410
  nChanged 4
		SP:Iteration 34Q (189356.560000 sec): 3 clusters
  Score: Raw -339743.102275 + Penalty 2751.212139 = -336991.890136
  nChanged 3
		SP:Iteration 35Q (189356.740000 sec): 3 clusters
  Score: Raw -339743.590538 + Penalty 2751.212139 = -336992.378399
  nChanged 1
		SP:Iteration 36Q (189356.910000 sec): 3 clusters
  Score: Raw -339743.893907 + Penalty 2751.212139 = -336992.681768
  nChanged 3
		SP:Iteration 37Q (189357.090000 sec): 3 clusters
  Score: Raw -339744.645230 + Penalty 2751.212139 = -336993.433092
  nChanged 4
		SP:Iteration 38Q (189357.270000 sec): 3 clusters
  Score: Raw -339745.888503 + Penalty 2751.212139 = -336994.676365
  nChanged 7
		SP:Iteration 39Q (189357.440000 sec): 3 clusters
  Score: Raw -339747.379514 + Penalty 2751.212139 = -336996.167375
  nChanged 5
		SP:Iteration 40F (189357.610000 sec): 3 clusters
  Score: Raw -339748.271955 + Penalty 2751.212139 = -336997.059816
  nChanged 2
		SP:Iteration 41Q (189357.790000 sec): 3 clusters
  Score: Raw -339748.746172 + Penalty 2751.212139 = -336997.534034
  nChanged 6
		SP:Iteration 42Q (189357.970000 sec): 3 clusters
  Score: Raw -339750.011703 + Penalty 2751.212139 = -336998.799564
  nChanged 5
		SP:Iteration 43Q (189358.140000 sec): 3 clusters
  Score: Raw -339750.521410 + Penalty 2751.212139 = -336999.309271
  nChanged 3
		SP:Iteration 44Q (189358.320000 sec): 3 clusters
  Score: Raw -339751.135242 + Penalty 2751.212139 = -336999.923104
  nChanged 1
		SP:Iteration 45Q (189358.490000 sec): 3 clusters
  Score: Raw -339751.378239 + Penalty 2751.212139 = -337000.166100
  nChanged 1
		SP:Iteration 46Q (189358.670000 sec): 3 clusters
  Score: Raw -339751.444956 + Penalty 2751.212139 = -337000.232817
  nChanged 0
		SP:Iteration 47F (189358.840000 sec): 3 clusters
  Score: Raw -339751.444956 + Penalty 2751.212139 = -337000.232817
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (2947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189358.950000 sec): 2 clusters
  Score: Raw -249669.345085 + Penalty 1298.138235 = -248371.206851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189359.130000 sec): 3 clusters
  Score: Raw -248341.407686 + Penalty 2596.276469 = -245745.131216
  nChanged 1123
		SP:Iteration 1F (189359.310000 sec): 3 clusters
  Score: Raw -249209.845659 + Penalty 2596.276469 = -246613.569190
  nChanged 274
		SP:Iteration 2F (189359.480000 sec): 3 clusters
  Score: Raw -249493.968530 + Penalty 2596.276469 = -246897.692060
  nChanged 220
		SP:Iteration 3F (189359.660000 sec): 3 clusters
  Score: Raw -249747.465409 + Penalty 2596.276469 = -247151.188940
  nChanged 193
		SP:Iteration 4F (189359.830000 sec): 3 clusters
  Score: Raw -249960.455039 + Penalty 2596.276469 = -247364.178569
  nChanged 136
		SP:Iteration 5Q (189360.010000 sec): 3 clusters
  Score: Raw -250081.290014 + Penalty 2596.276469 = -247485.013545
  nChanged 101
		SP:Iteration 6Q (189360.190000 sec): 3 clusters
  Score: Raw -250167.690713 + Penalty 2596.276469 = -247571.414244
  nChanged 67
		SP:Iteration 7Q (189360.360000 sec): 3 clusters
  Score: Raw -250219.953957 + Penalty 2596.276469 = -247623.677488
  nChanged 43
		SP:Iteration 8Q (189360.540000 sec): 3 clusters
  Score: Raw -250246.508560 + Penalty 2596.276469 = -247650.232090
  nChanged 34
		SP:Iteration 9Q (189360.710000 sec): 3 clusters
  Score: Raw -250266.750938 + Penalty 2596.276469 = -247670.474468
  nChanged 26
		SP:Iteration 10Q (189360.890000 sec): 3 clusters
  Score: Raw -250281.781288 + Penalty 2596.276469 = -247685.504819
  nChanged 27
		SP:Iteration 11Q (189361.070000 sec): 3 clusters
  Score: Raw -250298.244120 + Penalty 2596.276469 = -247701.967650
  nChanged 21
		SP:Iteration 12Q (189361.240000 sec): 3 clusters
  Score: Raw -250311.089255 + Penalty 2596.276469 = -247714.812786
  nChanged 18
		SP:Iteration 13Q (189361.420000 sec): 3 clusters
  Score: Raw -250318.306174 + Penalty 2596.276469 = -247722.029705
  nChanged 8
		SP:Iteration 14Q (189361.590000 sec): 3 clusters
  Score: Raw -250320.943323 + Penalty 2596.276469 = -247724.666854
  nChanged 4
		SP:Iteration 15Q (189361.770000 sec): 3 clusters
  Score: Raw -250322.297995 + Penalty 2596.276469 = -247726.021525
  nChanged 5
		SP:Iteration 16Q (189361.950000 sec): 3 clusters
  Score: Raw -250323.843493 + Penalty 2596.276469 = -247727.567024
  nChanged 3
		SP:Iteration 17Q (189362.120000 sec): 3 clusters
  Score: Raw -250325.022980 + Penalty 2596.276469 = -247728.746511
  nChanged 2
		SP:Iteration 18Q (189362.290000 sec): 3 clusters
  Score: Raw -250325.672057 + Penalty 2596.276469 = -247729.395587
  nChanged 3
		SP:Iteration 19Q (189362.470000 sec): 3 clusters
  Score: Raw -250326.566236 + Penalty 2596.276469 = -247730.289767
  nChanged 6
		SP:Iteration 20F (189362.650000 sec): 3 clusters
  Score: Raw -250328.724667 + Penalty 2596.276469 = -247732.448197
  nChanged 3
		SP:Iteration 21Q (189362.820000 sec): 3 clusters
  Score: Raw -250329.168878 + Penalty 2596.276469 = -247732.892409
  nChanged 1
		SP:Iteration 22Q (189363.010000 sec): 3 clusters
  Score: Raw -250329.300298 + Penalty 2596.276469 = -247733.023829
  nChanged 0
		SP:Iteration 23F (189363.170000 sec): 3 clusters
  Score: Raw -250329.300298 + Penalty 2596.276469 = -247733.023829
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189363.380000 sec): 2 clusters
  Score: Raw -2597691.354222 + Penalty 1664.422364 = -2596026.931858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189363.770000 sec): 3 clusters
  Score: Raw -2580396.190389 + Penalty 3328.844727 = -2577067.345662
  nChanged 12838
		SP:Iteration 1F (189364.150000 sec): 3 clusters
  Score: Raw -2588181.239623 + Penalty 3328.844727 = -2584852.394896
  nChanged 1751
		SP:Iteration 2F (189364.580000 sec): 3 clusters
  Score: Raw -2589044.969502 + Penalty 3328.844727 = -2585716.124775
  nChanged 1658
		SP:Iteration 3F (189364.970000 sec): 3 clusters
  Score: Raw -2589881.610828 + Penalty 3328.844727 = -2586552.766101
  nChanged 1637
		SP:Iteration 4F (189365.400000 sec): 3 clusters
  Score: Raw -2590753.764326 + Penalty 3328.844727 = -2587424.919599
  nChanged 1641
		SP:Iteration 5F (189365.780000 sec): 3 clusters
  Score: Raw -2591682.928568 + Penalty 3328.844727 = -2588354.083841
  nChanged 1556
		SP:Iteration 6F (189366.170000 sec): 3 clusters
  Score: Raw -2592597.726653 + Penalty 3328.844727 = -2589268.881926
  nChanged 1437
		SP:Iteration 7F (189366.540000 sec): 3 clusters
  Score: Raw -2593499.854465 + Penalty 3328.844727 = -2590171.009738
  nChanged 1340
		SP:Iteration 8Q (189366.940000 sec): 3 clusters
  Score: Raw -2594376.164507 + Penalty 3328.844727 = -2591047.319780
  nChanged 1217
		SP:Iteration 9Q (189367.300000 sec): 3 clusters
  Score: Raw -2595170.508109 + Penalty 3328.844727 = -2591841.663382
  nChanged 1051
		SP:Iteration 10Q (189367.700000 sec): 3 clusters
  Score: Raw -2595872.422349 + Penalty 3328.844727 = -2592543.577622
  nChanged 822
		SP:Iteration 11Q (189368.020000 sec): 3 clusters
  Score: Raw -2596418.924536 + Penalty 3328.844727 = -2593090.079809
  nChanged 688
		SP:Iteration 12Q (189368.350000 sec): 3 clusters
  Score: Raw -2596892.495082 + Penalty 3328.844727 = -2593563.650355
  nChanged 551
		SP:Iteration 13Q (189368.670000 sec): 3 clusters
  Score: Raw -2597325.722839 + Penalty 3328.844727 = -2593996.878112
  nChanged 402
		SP:Iteration 14Q (189368.990000 sec): 3 clusters
  Score: Raw -2597609.070823 + Penalty 3328.844727 = -2594280.226096
  nChanged 315
		SP:Iteration 15Q (189369.400000 sec): 3 clusters
  Score: Raw -2597807.992459 + Penalty 3328.844727 = -2594479.147732
  nChanged 209
		SP:Iteration 16Q (189369.750000 sec): 3 clusters
  Score: Raw -2597929.009365 + Penalty 3328.844727 = -2594600.164638
  nChanged 157
		SP:Iteration 17Q (189370.100000 sec): 3 clusters
  Score: Raw -2598009.139133 + Penalty 3328.844727 = -2594680.294406
  nChanged 127
		SP:Iteration 18Q (189370.450000 sec): 3 clusters
  Score: Raw -2598073.636866 + Penalty 3328.844727 = -2594744.792139
  nChanged 101
		SP:Iteration 19Q (189370.800000 sec): 3 clusters
  Score: Raw -2598128.640868 + Penalty 3328.844727 = -2594799.796141
  nChanged 70
		SP:Iteration 20F (189371.190000 sec): 3 clusters
  Score: Raw -2598162.174468 + Penalty 3328.844727 = -2594833.329741
  nChanged 57
		SP:Iteration 21Q (189371.580000 sec): 3 clusters
  Score: Raw -2598197.764723 + Penalty 3328.844727 = -2594868.919996
  nChanged 53
		SP:Iteration 22Q (189371.930000 sec): 3 clusters
  Score: Raw -2598225.718756 + Penalty 3328.844727 = -2594896.874029
  nChanged 44
		SP:Iteration 23Q (189372.310000 sec): 3 clusters
  Score: Raw -2598249.411676 + Penalty 3328.844727 = -2594920.566949
  nChanged 47
		SP:Iteration 24Q (189372.670000 sec): 3 clusters
  Score: Raw -2598270.923703 + Penalty 3328.844727 = -2594942.078976
  nChanged 33
		SP:Iteration 25Q (189373.010000 sec): 3 clusters
  Score: Raw -2598282.818743 + Penalty 3328.844727 = -2594953.974016
  nChanged 24
		SP:Iteration 26Q (189373.340000 sec): 3 clusters
  Score: Raw -2598289.955370 + Penalty 3328.844727 = -2594961.110643
  nChanged 16
		SP:Iteration 27Q (189373.670000 sec): 3 clusters
  Score: Raw -2598295.273495 + Penalty 3328.844727 = -2594966.428767
  nChanged 9
		SP:Iteration 28Q (189374.010000 sec): 3 clusters
  Score: Raw -2598298.475065 + Penalty 3328.844727 = -2594969.630338
  nChanged 5
		SP:Iteration 29Q (189374.350000 sec): 3 clusters
  Score: Raw -2598299.950839 + Penalty 3328.844727 = -2594971.106112
  nChanged 5
		SP:Iteration 30Q (189374.700000 sec): 3 clusters
  Score: Raw -2598300.991841 + Penalty 3328.844727 = -2594972.147114
  nChanged 4
		SP:Iteration 31Q (189375.050000 sec): 3 clusters
  Score: Raw -2598301.876658 + Penalty 3328.844727 = -2594973.031931
  nChanged 2
		SP:Iteration 32Q (189375.390000 sec): 3 clusters
  Score: Raw -2598302.215106 + Penalty 3328.844727 = -2594973.370379
  nChanged 2
		SP:Iteration 33Q (189375.740000 sec): 3 clusters
  Score: Raw -2598302.576121 + Penalty 3328.844727 = -2594973.731394
  nChanged 3
		SP:Iteration 34Q (189376.090000 sec): 3 clusters
  Score: Raw -2598303.455547 + Penalty 3328.844727 = -2594974.610820
  nChanged 4
		SP:Iteration 35Q (189376.440000 sec): 3 clusters
  Score: Raw -2598304.628937 + Penalty 3328.844727 = -2594975.784210
  nChanged 6
		SP:Iteration 36Q (189376.790000 sec): 3 clusters
  Score: Raw -2598306.500963 + Penalty 3328.844727 = -2594977.656235
  nChanged 5
		SP:Iteration 37Q (189377.130000 sec): 3 clusters
  Score: Raw -2598308.171493 + Penalty 3328.844727 = -2594979.326766
  nChanged 3
		SP:Iteration 38Q (189377.480000 sec): 3 clusters
  Score: Raw -2598309.604270 + Penalty 3328.844727 = -2594980.759543
  nChanged 5
		SP:Iteration 39Q (189377.830000 sec): 3 clusters
  Score: Raw -2598310.990562 + Penalty 3328.844727 = -2594982.145835
  nChanged 4
		SP:Iteration 40F (189378.220000 sec): 3 clusters
  Score: Raw -2598312.130623 + Penalty 3328.844727 = -2594983.285896
  nChanged 3
		SP:Iteration 41Q (189378.570000 sec): 3 clusters
  Score: Raw -2598313.644748 + Penalty 3328.844727 = -2594984.800021
  nChanged 4
		SP:Iteration 42Q (189378.910000 sec): 3 clusters
  Score: Raw -2598314.989138 + Penalty 3328.844727 = -2594986.144411
  nChanged 6
		SP:Iteration 43Q (189379.260000 sec): 3 clusters
  Score: Raw -2598317.009698 + Penalty 3328.844727 = -2594988.164971
  nChanged 5
		SP:Iteration 44Q (189379.610000 sec): 3 clusters
  Score: Raw -2598318.150734 + Penalty 3328.844727 = -2594989.306007
  nChanged 1
		SP:Iteration 45Q (189379.950000 sec): 3 clusters
  Score: Raw -2598318.300292 + Penalty 3328.844727 = -2594989.455565
  nChanged 0
		SP:Iteration 46F (189380.340000 sec): 3 clusters
  Score: Raw -2598318.300292 + Penalty 3328.844727 = -2594989.455565
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (3708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189380.440000 sec): 2 clusters
  Score: Raw -271113.784472 + Penalty 1335.465288 = -269778.319183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189380.620000 sec): 3 clusters
  Score: Raw -269279.743949 + Penalty 2670.930576 = -266608.813373
  nChanged 1479
		SP:Iteration 1F (189380.790000 sec): 3 clusters
  Score: Raw -270245.491599 + Penalty 2670.930576 = -267574.561023
  nChanged 323
		SP:Iteration 2F (189380.970000 sec): 3 clusters
  Score: Raw -270516.916912 + Penalty 2670.930576 = -267845.986336
  nChanged 245
		SP:Iteration 3F (189381.140000 sec): 3 clusters
  Score: Raw -270731.689189 + Penalty 2670.930576 = -268060.758613
  nChanged 210
		SP:Iteration 4F (189381.320000 sec): 3 clusters
  Score: Raw -270917.493947 + Penalty 2670.930576 = -268246.563371
  nChanged 181
		SP:Iteration 5Q (189381.500000 sec): 3 clusters
  Score: Raw -271076.368998 + Penalty 2670.930576 = -268405.438422
  nChanged 160
		SP:Iteration 6Q (189381.670000 sec): 3 clusters
  Score: Raw -271204.134403 + Penalty 2670.930576 = -268533.203827
  nChanged 145
		SP:Iteration 7Q (189381.840000 sec): 3 clusters
  Score: Raw -271311.745012 + Penalty 2670.930576 = -268640.814436
  nChanged 138
		SP:Iteration 8Q (189382.020000 sec): 3 clusters
  Score: Raw -271401.481159 + Penalty 2670.930576 = -268730.550582
  nChanged 115
		SP:Iteration 9Q (189382.200000 sec): 3 clusters
  Score: Raw -271467.299798 + Penalty 2670.930576 = -268796.369222
  nChanged 78
		SP:Iteration 10Q (189382.370000 sec): 3 clusters
  Score: Raw -271512.063817 + Penalty 2670.930576 = -268841.133241
  nChanged 66
		SP:Iteration 11Q (189382.550000 sec): 3 clusters
  Score: Raw -271555.895137 + Penalty 2670.930576 = -268884.964561
  nChanged 63
		SP:Iteration 12Q (189382.720000 sec): 3 clusters
  Score: Raw -271589.992405 + Penalty 2670.930576 = -268919.061829
  nChanged 47
		SP:Iteration 13Q (189382.900000 sec): 3 clusters
  Score: Raw -271610.753077 + Penalty 2670.930576 = -268939.822501
  nChanged 32
		SP:Iteration 14Q (189383.080000 sec): 3 clusters
  Score: Raw -271626.070156 + Penalty 2670.930576 = -268955.139580
  nChanged 32
		SP:Iteration 15Q (189383.250000 sec): 3 clusters
  Score: Raw -271640.899147 + Penalty 2670.930576 = -268969.968571
  nChanged 25
		SP:Iteration 16Q (189383.430000 sec): 3 clusters
  Score: Raw -271651.191778 + Penalty 2670.930576 = -268980.261202
  nChanged 25
		SP:Iteration 17Q (189383.600000 sec): 3 clusters
  Score: Raw -271659.363046 + Penalty 2670.930576 = -268988.432470
  nChanged 21
		SP:Iteration 18Q (189383.780000 sec): 3 clusters
  Score: Raw -271667.971565 + Penalty 2670.930576 = -268997.040989
  nChanged 20
		SP:Iteration 19Q (189383.960000 sec): 3 clusters
  Score: Raw -271677.903513 + Penalty 2670.930576 = -269006.972937
  nChanged 21
		SP:Iteration 20F (189384.130000 sec): 3 clusters
  Score: Raw -271685.538939 + Penalty 2670.930576 = -269014.608363
  nChanged 20
		SP:Iteration 21Q (189384.310000 sec): 3 clusters
  Score: Raw -271692.455223 + Penalty 2670.930576 = -269021.524647
  nChanged 13
		SP:Iteration 22Q (189384.480000 sec): 3 clusters
  Score: Raw -271698.034690 + Penalty 2670.930576 = -269027.104113
  nChanged 14
		SP:Iteration 23Q (189384.660000 sec): 3 clusters
  Score: Raw -271702.708678 + Penalty 2670.930576 = -269031.778102
  nChanged 16
		SP:Iteration 24Q (189384.840000 sec): 3 clusters
  Score: Raw -271706.324720 + Penalty 2670.930576 = -269035.394144
  nChanged 7
		SP:Iteration 25Q (189385.010000 sec): 3 clusters
  Score: Raw -271708.864756 + Penalty 2670.930576 = -269037.934180
  nChanged 8
		SP:Iteration 26Q (189385.190000 sec): 3 clusters
  Score: Raw -271711.185142 + Penalty 2670.930576 = -269040.254566
  nChanged 3
		SP:Iteration 27Q (189385.360000 sec): 3 clusters
  Score: Raw -271711.838022 + Penalty 2670.930576 = -269040.907446
  nChanged 4
		SP:Iteration 28Q (189385.540000 sec): 3 clusters
  Score: Raw -271712.644965 + Penalty 2670.930576 = -269041.714389
  nChanged 2
		SP:Iteration 29Q (189385.720000 sec): 3 clusters
  Score: Raw -271713.153302 + Penalty 2670.930576 = -269042.222726
  nChanged 2
		SP:Iteration 30Q (189385.890000 sec): 3 clusters
  Score: Raw -271713.621833 + Penalty 2670.930576 = -269042.691257
  nChanged 1
		SP:Iteration 31Q (189386.060000 sec): 3 clusters
  Score: Raw -271713.786709 + Penalty 2670.930576 = -269042.856133
  nChanged 2
		SP:Iteration 32Q (189386.240000 sec): 3 clusters
  Score: Raw -271714.256266 + Penalty 2670.930576 = -269043.325690
  nChanged 1
		SP:Iteration 33Q (189386.420000 sec): 3 clusters
  Score: Raw -271714.377976 + Penalty 2670.930576 = -269043.447400
  nChanged 0
		SP:Iteration 34F (189386.590000 sec): 3 clusters
  Score: Raw -271714.377976 + Penalty 2670.930576 = -269043.447400
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 75 (4862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189386.680000 sec): 2 clusters
  Score: Raw -339517.529526 + Penalty 1379.495838 = -338138.033689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189386.860000 sec): 3 clusters
  Score: Raw -337052.283836 + Penalty 2758.991675 = -334293.292160
  nChanged 2010
		SP:Iteration 1F (189387.030000 sec): 3 clusters
  Score: Raw -338435.934347 + Penalty 2758.991675 = -335676.942671
  nChanged 452
		SP:Iteration 2F (189387.210000 sec): 3 clusters
  Score: Raw -338827.190045 + Penalty 2758.991675 = -336068.198370
  nChanged 357
		SP:Iteration 3F (189387.380000 sec): 3 clusters
  Score: Raw -339181.736220 + Penalty 2758.991675 = -336422.744545
  nChanged 334
		SP:Iteration 4F (189387.560000 sec): 3 clusters
  Score: Raw -339494.444534 + Penalty 2758.991675 = -336735.452859
  nChanged 240
		SP:Iteration 5Q (189387.740000 sec): 3 clusters
  Score: Raw -339693.228761 + Penalty 2758.991675 = -336934.237086
  nChanged 204
		SP:Iteration 6Q (189387.910000 sec): 3 clusters
  Score: Raw -339846.212685 + Penalty 2758.991675 = -337087.221010
  nChanged 159
		SP:Iteration 7Q (189388.090000 sec): 3 clusters
  Score: Raw -339972.828707 + Penalty 2758.991675 = -337213.837032
  nChanged 146
		SP:Iteration 8Q (189388.270000 sec): 3 clusters
  Score: Raw -340094.260401 + Penalty 2758.991675 = -337335.268725
  nChanged 114
		SP:Iteration 9Q (189388.440000 sec): 3 clusters
  Score: Raw -340179.771679 + Penalty 2758.991675 = -337420.780004
  nChanged 103
		SP:Iteration 10Q (189388.620000 sec): 3 clusters
  Score: Raw -340245.407226 + Penalty 2758.991675 = -337486.415551
  nChanged 73
		SP:Iteration 11Q (189388.790000 sec): 3 clusters
  Score: Raw -340289.423634 + Penalty 2758.991675 = -337530.431958
  nChanged 61
		SP:Iteration 12Q (189388.970000 sec): 3 clusters
  Score: Raw -340323.026635 + Penalty 2758.991675 = -337564.034960
  nChanged 56
		SP:Iteration 13Q (189389.140000 sec): 3 clusters
  Score: Raw -340358.610995 + Penalty 2758.991675 = -337599.619319
  nChanged 49
		SP:Iteration 14Q (189389.320000 sec): 3 clusters
  Score: Raw -340376.998808 + Penalty 2758.991675 = -337618.007133
  nChanged 33
		SP:Iteration 15Q (189389.490000 sec): 3 clusters
  Score: Raw -340393.973508 + Penalty 2758.991675 = -337634.981833
  nChanged 31
		SP:Iteration 16Q (189389.670000 sec): 3 clusters
  Score: Raw -340407.044142 + Penalty 2758.991675 = -337648.052467
  nChanged 25
		SP:Iteration 17Q (189389.850000 sec): 3 clusters
  Score: Raw -340414.084532 + Penalty 2758.991675 = -337655.092856
  nChanged 15
		SP:Iteration 18Q (189390.020000 sec): 3 clusters
  Score: Raw -340420.329002 + Penalty 2758.991675 = -337661.337327
  nChanged 11
		SP:Iteration 19Q (189390.200000 sec): 3 clusters
  Score: Raw -340422.753287 + Penalty 2758.991675 = -337663.761612
  nChanged 8
		SP:Iteration 20F (189390.370000 sec): 3 clusters
  Score: Raw -340424.867573 + Penalty 2758.991675 = -337665.875898
  nChanged 3
		SP:Iteration 21Q (189390.550000 sec): 3 clusters
  Score: Raw -340426.391003 + Penalty 2758.991675 = -337667.399327
  nChanged 7
		SP:Iteration 22Q (189390.730000 sec): 3 clusters
  Score: Raw -340427.971218 + Penalty 2758.991675 = -337668.979543
  nChanged 2
		SP:Iteration 23Q (189390.900000 sec): 3 clusters
  Score: Raw -340428.503892 + Penalty 2758.991675 = -337669.512216
  nChanged 4
		SP:Iteration 24Q (189391.080000 sec): 3 clusters
  Score: Raw -340429.491055 + Penalty 2758.991675 = -337670.499379
  nChanged 2
		SP:Iteration 25Q (189391.250000 sec): 3 clusters
  Score: Raw -340429.783548 + Penalty 2758.991675 = -337670.791873
  nChanged 2
		SP:Iteration 26Q (189391.430000 sec): 3 clusters
  Score: Raw -340430.068586 + Penalty 2758.991675 = -337671.076910
  nChanged 1
		SP:Iteration 27Q (189391.650000 sec): 3 clusters
  Score: Raw -340430.267122 + Penalty 2758.991675 = -337671.275447
  nChanged 0
		SP:Iteration 28F (189391.780000 sec): 3 clusters
  Score: Raw -340430.267122 + Penalty 2758.991675 = -337671.275447
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 76 (4150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189391.900000 sec): 2 clusters
  Score: Raw -423961.328851 + Penalty 1353.765337 = -422607.563514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189392.070000 sec): 3 clusters
  Score: Raw -421859.506090 + Penalty 2707.530674 = -419151.975416
  nChanged 1631
		SP:Iteration 1F (189392.250000 sec): 3 clusters
  Score: Raw -422819.411451 + Penalty 2707.530674 = -420111.880776
  nChanged 373
		SP:Iteration 2F (189392.430000 sec): 3 clusters
  Score: Raw -423072.084713 + Penalty 2707.530674 = -420364.554039
  nChanged 244
		SP:Iteration 3F (189392.600000 sec): 3 clusters
  Score: Raw -423197.404988 + Penalty 2707.530674 = -420489.874314
  nChanged 186
		SP:Iteration 4Q (189392.780000 sec): 3 clusters
  Score: Raw -423286.972804 + Penalty 2707.530674 = -420579.442129
  nChanged 141
		SP:Iteration 5Q (189392.950000 sec): 3 clusters
  Score: Raw -423366.560253 + Penalty 2707.530674 = -420659.029579
  nChanged 145
		SP:Iteration 6Q (189393.130000 sec): 3 clusters
  Score: Raw -423448.138074 + Penalty 2707.530674 = -420740.607400
  nChanged 134
		SP:Iteration 7Q (189393.310000 sec): 3 clusters
  Score: Raw -423521.708549 + Penalty 2707.530674 = -420814.177875
  nChanged 119
		SP:Iteration 8Q (189393.480000 sec): 3 clusters
  Score: Raw -423592.596941 + Penalty 2707.530674 = -420885.066267
  nChanged 115
		SP:Iteration 9Q (189393.650000 sec): 3 clusters
  Score: Raw -423653.034241 + Penalty 2707.530674 = -420945.503566
  nChanged 93
		SP:Iteration 10Q (189393.810000 sec): 3 clusters
  Score: Raw -423705.728500 + Penalty 2707.530674 = -420998.197826
  nChanged 96
		SP:Iteration 11Q (189393.980000 sec): 3 clusters
  Score: Raw -423752.299239 + Penalty 2707.530674 = -421044.768565
  nChanged 67
		SP:Iteration 12Q (189394.140000 sec): 3 clusters
  Score: Raw -423785.027120 + Penalty 2707.530674 = -421077.496446
  nChanged 67
		SP:Iteration 13Q (189394.310000 sec): 3 clusters
  Score: Raw -423814.524836 + Penalty 2707.530674 = -421106.994162
  nChanged 49
		SP:Iteration 14Q (189394.480000 sec): 3 clusters
  Score: Raw -423838.734289 + Penalty 2707.530674 = -421131.203615
  nChanged 57
		SP:Iteration 15Q (189394.660000 sec): 3 clusters
  Score: Raw -423867.767896 + Penalty 2707.530674 = -421160.237222
  nChanged 55
		SP:Iteration 16Q (189394.830000 sec): 3 clusters
  Score: Raw -423893.347931 + Penalty 2707.530674 = -421185.817257
  nChanged 51
		SP:Iteration 17Q (189395.010000 sec): 3 clusters
  Score: Raw -423913.535666 + Penalty 2707.530674 = -421206.004991
  nChanged 30
		SP:Iteration 18Q (189395.190000 sec): 3 clusters
  Score: Raw -423926.503601 + Penalty 2707.530674 = -421218.972927
  nChanged 30
		SP:Iteration 19Q (189395.360000 sec): 3 clusters
  Score: Raw -423940.668158 + Penalty 2707.530674 = -421233.137484
  nChanged 34
		SP:Iteration 20F (189395.540000 sec): 3 clusters
  Score: Raw -423954.857777 + Penalty 2707.530674 = -421247.327103
  nChanged 24
		SP:Iteration 21Q (189395.710000 sec): 3 clusters
  Score: Raw -423964.451123 + Penalty 2707.530674 = -421256.920448
  nChanged 23
		SP:Iteration 22Q (189395.890000 sec): 3 clusters
  Score: Raw -423972.581614 + Penalty 2707.530674 = -421265.050940
  nChanged 19
		SP:Iteration 23Q (189396.070000 sec): 3 clusters
  Score: Raw -423980.469207 + Penalty 2707.530674 = -421272.938533
  nChanged 21
		SP:Iteration 24Q (189396.240000 sec): 3 clusters
  Score: Raw -423988.889792 + Penalty 2707.530674 = -421281.359118
  nChanged 21
		SP:Iteration 25Q (189396.370000 sec): 3 clusters
  Score: Raw -423996.946733 + Penalty 2707.530674 = -421289.416058
  nChanged 20
		SP:Iteration 26Q (189396.440000 sec): 3 clusters
  Score: Raw -424007.075522 + Penalty 2707.530674 = -421299.544848
  nChanged 16
		SP:Iteration 27Q (189396.520000 sec): 3 clusters
  Score: Raw -424014.737758 + Penalty 2707.530674 = -421307.207084
  nChanged 16
		SP:Iteration 28Q (189396.590000 sec): 3 clusters
  Score: Raw -424021.839141 + Penalty 2707.530674 = -421314.308467
  nChanged 17
		SP:Iteration 29Q (189396.670000 sec): 3 clusters
  Score: Raw -424031.191429 + Penalty 2707.530674 = -421323.660754
  nChanged 17
		SP:Iteration 30Q (189396.740000 sec): 3 clusters
  Score: Raw -424040.616566 + Penalty 2707.530674 = -421333.085892
  nChanged 19
		SP:Iteration 31Q (189396.820000 sec): 3 clusters
  Score: Raw -424053.151689 + Penalty 2707.530674 = -421345.621015
  nChanged 18
		SP:Iteration 32Q (189396.890000 sec): 3 clusters
  Score: Raw -424062.918719 + Penalty 2707.530674 = -421355.388045
  nChanged 17
		SP:Iteration 33Q (189396.970000 sec): 3 clusters
  Score: Raw -424072.261751 + Penalty 2707.530674 = -421364.731076
  nChanged 11
		SP:Iteration 34Q (189397.050000 sec): 3 clusters
  Score: Raw -424077.669176 + Penalty 2707.530674 = -421370.138502
  nChanged 6
		SP:Iteration 35Q (189397.120000 sec): 3 clusters
  Score: Raw -424080.033570 + Penalty 2707.530674 = -421372.502896
  nChanged 6
		SP:Iteration 36Q (189397.190000 sec): 3 clusters
  Score: Raw -424082.700107 + Penalty 2707.530674 = -421375.169433
  nChanged 9
		SP:Iteration 37Q (189397.270000 sec): 3 clusters
  Score: Raw -424088.182782 + Penalty 2707.530674 = -421380.652108
  nChanged 9
		SP:Iteration 38Q (189397.350000 sec): 3 clusters
  Score: Raw -424091.686272 + Penalty 2707.530674 = -421384.155598
  nChanged 4
		SP:Iteration 39Q (189397.420000 sec): 3 clusters
  Score: Raw -424094.909308 + Penalty 2707.530674 = -421387.378634
  nChanged 6
		SP:Iteration 40F (189397.510000 sec): 3 clusters
  Score: Raw -424097.069936 + Penalty 2707.530674 = -421389.539262
  nChanged 4
		SP:Iteration 41Q (189397.580000 sec): 3 clusters
  Score: Raw -424098.538134 + Penalty 2707.530674 = -421391.007460
  nChanged 3
		SP:Iteration 42Q (189397.660000 sec): 3 clusters
  Score: Raw -424099.885662 + Penalty 2707.530674 = -421392.354988
  nChanged 2
		SP:Iteration 43Q (189397.730000 sec): 3 clusters
  Score: Raw -424100.558746 + Penalty 2707.530674 = -421393.028072
  nChanged 2
		SP:Iteration 44Q (189397.890000 sec): 3 clusters
  Score: Raw -424101.251802 + Penalty 2707.530674 = -421393.721127
  nChanged 2
		SP:Iteration 45Q (189398.070000 sec): 3 clusters
  Score: Raw -424102.124708 + Penalty 2707.530674 = -421394.594034
  nChanged 0
		SP:Iteration 46F (189398.250000 sec): 3 clusters
  Score: Raw -424102.124708 + Penalty 2707.530674 = -421394.594034
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 77 (3552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189398.350000 sec): 2 clusters
  Score: Raw -289546.330014 + Penalty 1328.480742 = -288217.849272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189398.520000 sec): 3 clusters
  Score: Raw -287743.564429 + Penalty 2656.961484 = -285086.602946
  nChanged 1410
		SP:Iteration 1F (189398.700000 sec): 3 clusters
  Score: Raw -288626.206986 + Penalty 2656.961484 = -285969.245502
  nChanged 346
		SP:Iteration 2F (189398.870000 sec): 3 clusters
  Score: Raw -288917.344134 + Penalty 2656.961484 = -286260.382651
  nChanged 264
		SP:Iteration 3F (189399.050000 sec): 3 clusters
  Score: Raw -289122.690361 + Penalty 2656.961484 = -286465.728877
  nChanged 208
		SP:Iteration 4F (189399.230000 sec): 3 clusters
  Score: Raw -289328.541388 + Penalty 2656.961484 = -286671.579904
  nChanged 203
		SP:Iteration 5F (189399.400000 sec): 3 clusters
  Score: Raw -289503.601474 + Penalty 2656.961484 = -286846.639990
  nChanged 147
		SP:Iteration 6Q (189399.580000 sec): 3 clusters
  Score: Raw -289616.314754 + Penalty 2656.961484 = -286959.353270
  nChanged 124
		SP:Iteration 7Q (189399.710000 sec): 3 clusters
  Score: Raw -289710.468797 + Penalty 2656.961484 = -287053.507313
  nChanged 130
		SP:Iteration 8Q (189399.890000 sec): 3 clusters
  Score: Raw -289799.656393 + Penalty 2656.961484 = -287142.694909
  nChanged 96
		SP:Iteration 9Q (189400.050000 sec): 3 clusters
  Score: Raw -289856.574565 + Penalty 2656.961484 = -287199.613081
  nChanged 78
		SP:Iteration 10Q (189400.240000 sec): 3 clusters
  Score: Raw -289901.561042 + Penalty 2656.961484 = -287244.599558
  nChanged 59
		SP:Iteration 11Q (189400.410000 sec): 3 clusters
  Score: Raw -289929.985083 + Penalty 2656.961484 = -287273.023599
  nChanged 37
		SP:Iteration 12Q (189400.590000 sec): 3 clusters
  Score: Raw -289945.374446 + Penalty 2656.961484 = -287288.412962
  nChanged 38
		SP:Iteration 13Q (189400.760000 sec): 3 clusters
  Score: Raw -289964.152578 + Penalty 2656.961484 = -287307.191094
  nChanged 40
		SP:Iteration 14Q (189400.940000 sec): 3 clusters
  Score: Raw -289980.271384 + Penalty 2656.961484 = -287323.309900
  nChanged 27
		SP:Iteration 15Q (189401.110000 sec): 3 clusters
  Score: Raw -289992.187700 + Penalty 2656.961484 = -287335.226216
  nChanged 28
		SP:Iteration 16Q (189401.290000 sec): 3 clusters
  Score: Raw -290008.730120 + Penalty 2656.961484 = -287351.768636
  nChanged 37
		SP:Iteration 17Q (189401.470000 sec): 3 clusters
  Score: Raw -290027.896011 + Penalty 2656.961484 = -287370.934527
  nChanged 36
		SP:Iteration 18Q (189401.640000 sec): 3 clusters
  Score: Raw -290049.109127 + Penalty 2656.961484 = -287392.147643
  nChanged 33
		SP:Iteration 19Q (189401.830000 sec): 3 clusters
  Score: Raw -290064.876006 + Penalty 2656.961484 = -287407.914522
  nChanged 24
		SP:Iteration 20F (189401.990000 sec): 3 clusters
  Score: Raw -290075.776219 + Penalty 2656.961484 = -287418.814735
  nChanged 26
		SP:Iteration 21Q (189402.170000 sec): 3 clusters
  Score: Raw -290085.205988 + Penalty 2656.961484 = -287428.244504
  nChanged 13
		SP:Iteration 22Q (189402.350000 sec): 3 clusters
  Score: Raw -290088.734425 + Penalty 2656.961484 = -287431.772942
  nChanged 17
		SP:Iteration 23Q (189402.520000 sec): 3 clusters
  Score: Raw -290095.349301 + Penalty 2656.961484 = -287438.387817
  nChanged 18
		SP:Iteration 24Q (189402.700000 sec): 3 clusters
  Score: Raw -290101.983881 + Penalty 2656.961484 = -287445.022397
  nChanged 13
		SP:Iteration 25Q (189402.870000 sec): 3 clusters
  Score: Raw -290106.271335 + Penalty 2656.961484 = -287449.309851
  nChanged 11
		SP:Iteration 26Q (189403.050000 sec): 3 clusters
  Score: Raw -290110.402414 + Penalty 2656.961484 = -287453.440931
  nChanged 10
		SP:Iteration 27Q (189403.230000 sec): 3 clusters
  Score: Raw -290112.656611 + Penalty 2656.961484 = -287455.695127
  nChanged 6
		SP:Iteration 28Q (189403.390000 sec): 3 clusters
  Score: Raw -290114.882766 + Penalty 2656.961484 = -287457.921282
  nChanged 8
		SP:Iteration 29Q (189403.550000 sec): 3 clusters
  Score: Raw -290117.774597 + Penalty 2656.961484 = -287460.813113
  nChanged 6
		SP:Iteration 30Q (189403.710000 sec): 3 clusters
  Score: Raw -290120.006712 + Penalty 2656.961484 = -287463.045228
  nChanged 6
		SP:Iteration 31Q (189403.880000 sec): 3 clusters
  Score: Raw -290121.980888 + Penalty 2656.961484 = -287465.019404
  nChanged 11
		SP:Iteration 32Q (189404.040000 sec): 3 clusters
  Score: Raw -290125.524908 + Penalty 2656.961484 = -287468.563424
  nChanged 9
		SP:Iteration 33Q (189404.210000 sec): 3 clusters
  Score: Raw -290127.745302 + Penalty 2656.961484 = -287470.783818
  nChanged 8
		SP:Iteration 34Q (189404.370000 sec): 3 clusters
  Score: Raw -290129.618961 + Penalty 2656.961484 = -287472.657477
  nChanged 11
		SP:Iteration 35Q (189404.530000 sec): 3 clusters
  Score: Raw -290131.734191 + Penalty 2656.961484 = -287474.772707
  nChanged 6
		SP:Iteration 36Q (189404.690000 sec): 3 clusters
  Score: Raw -290132.776397 + Penalty 2656.961484 = -287475.814913
  nChanged 3
		SP:Iteration 37Q (189404.860000 sec): 3 clusters
  Score: Raw -290133.287663 + Penalty 2656.961484 = -287476.326179
  nChanged 3
		SP:Iteration 38Q (189405.020000 sec): 3 clusters
  Score: Raw -290133.921980 + Penalty 2656.961484 = -287476.960496
  nChanged 2
		SP:Iteration 39Q (189405.190000 sec): 3 clusters
  Score: Raw -290134.603818 + Penalty 2656.961484 = -287477.642334
  nChanged 1
		SP:Iteration 40F (189405.350000 sec): 3 clusters
  Score: Raw -290134.838396 + Penalty 2656.961484 = -287477.876913
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 78 (15884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189405.540000 sec): 2 clusters
  Score: Raw -1375948.988425 + Penalty 1571.873484 = -1374377.114941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189405.860000 sec): 3 clusters
  Score: Raw -1366571.893701 + Penalty 3143.746967 = -1363428.146734
  nChanged 7070
		SP:Iteration 1F (189406.170000 sec): 3 clusters
  Score: Raw -1370623.607041 + Penalty 3143.746967 = -1367479.860073
  nChanged 1098
		SP:Iteration 2F (189406.480000 sec): 3 clusters
  Score: Raw -1371316.879096 + Penalty 3143.746967 = -1368173.132129
  nChanged 1113
		SP:Iteration 3F (189406.790000 sec): 3 clusters
  Score: Raw -1372062.134165 + Penalty 3143.746967 = -1368918.387198
  nChanged 1047
		SP:Iteration 4F (189407.100000 sec): 3 clusters
  Score: Raw -1372758.099833 + Penalty 3143.746967 = -1369614.352866
  nChanged 952
		SP:Iteration 5F (189407.410000 sec): 3 clusters
  Score: Raw -1373394.265609 + Penalty 3143.746967 = -1370250.518642
  nChanged 848
		SP:Iteration 6F (189407.720000 sec): 3 clusters
  Score: Raw -1373938.194309 + Penalty 3143.746967 = -1370794.447341
  nChanged 724
		SP:Iteration 7Q (189408.030000 sec): 3 clusters
  Score: Raw -1374400.761953 + Penalty 3143.746967 = -1371257.014985
  nChanged 607
		SP:Iteration 8Q (189408.340000 sec): 3 clusters
  Score: Raw -1374794.300989 + Penalty 3143.746967 = -1371650.554021
  nChanged 505
		SP:Iteration 9Q (189408.650000 sec): 3 clusters
  Score: Raw -1375136.366472 + Penalty 3143.746967 = -1371992.619504
  nChanged 441
		SP:Iteration 10Q (189408.960000 sec): 3 clusters
  Score: Raw -1375442.721861 + Penalty 3143.746967 = -1372298.974893
  nChanged 370
		SP:Iteration 11Q (189409.270000 sec): 3 clusters
  Score: Raw -1375686.085437 + Penalty 3143.746967 = -1372542.338470
  nChanged 318
		SP:Iteration 12Q (189409.580000 sec): 3 clusters
  Score: Raw -1375866.993975 + Penalty 3143.746967 = -1372723.247008
  nChanged 242
		SP:Iteration 13Q (189409.890000 sec): 3 clusters
  Score: Raw -1375970.227756 + Penalty 3143.746967 = -1372826.480789
  nChanged 204
		SP:Iteration 14Q (189410.150000 sec): 3 clusters
  Score: Raw -1376058.294929 + Penalty 3143.746967 = -1372914.547961
  nChanged 185
		SP:Iteration 15Q (189410.420000 sec): 3 clusters
  Score: Raw -1376131.966520 + Penalty 3143.746967 = -1372988.219552
  nChanged 152
		SP:Iteration 16Q (189410.690000 sec): 3 clusters
  Score: Raw -1376184.032101 + Penalty 3143.746967 = -1373040.285133
  nChanged 133
		SP:Iteration 17Q (189410.950000 sec): 3 clusters
  Score: Raw -1376233.800725 + Penalty 3143.746967 = -1373090.053758
  nChanged 122
		SP:Iteration 18Q (189411.180000 sec): 3 clusters
  Score: Raw -1376279.355941 + Penalty 3143.746967 = -1373135.608973
  nChanged 103
		SP:Iteration 19Q (189411.480000 sec): 3 clusters
  Score: Raw -1376312.822066 + Penalty 3143.746967 = -1373169.075099
  nChanged 78
		SP:Iteration 20F (189411.750000 sec): 3 clusters
  Score: Raw -1376337.541595 + Penalty 3143.746967 = -1373193.794628
  nChanged 56
		SP:Iteration 21Q (189412.020000 sec): 3 clusters
  Score: Raw -1376354.840710 + Penalty 3143.746967 = -1373211.093743
  nChanged 46
		SP:Iteration 22Q (189412.290000 sec): 3 clusters
  Score: Raw -1376368.906385 + Penalty 3143.746967 = -1373225.159417
  nChanged 48
		SP:Iteration 23Q (189412.510000 sec): 3 clusters
  Score: Raw -1376381.851521 + Penalty 3143.746967 = -1373238.104554
  nChanged 41
		SP:Iteration 24Q (189412.770000 sec): 3 clusters
  Score: Raw -1376392.618703 + Penalty 3143.746967 = -1373248.871736
  nChanged 42
		SP:Iteration 25Q (189413.050000 sec): 3 clusters
  Score: Raw -1376402.804055 + Penalty 3143.746967 = -1373259.057088
  nChanged 35
		SP:Iteration 26Q (189413.350000 sec): 3 clusters
  Score: Raw -1376412.252115 + Penalty 3143.746967 = -1373268.505147
  nChanged 31
		SP:Iteration 27Q (189413.610000 sec): 3 clusters
  Score: Raw -1376420.068455 + Penalty 3143.746967 = -1373276.321488
  nChanged 33
		SP:Iteration 28Q (189413.880000 sec): 3 clusters
  Score: Raw -1376426.445290 + Penalty 3143.746967 = -1373282.698322
  nChanged 20
		SP:Iteration 29Q (189414.150000 sec): 3 clusters
  Score: Raw -1376430.669986 + Penalty 3143.746967 = -1373286.923019
  nChanged 16
		SP:Iteration 30Q (189414.410000 sec): 3 clusters
  Score: Raw -1376433.420284 + Penalty 3143.746967 = -1373289.673316
  nChanged 16
		SP:Iteration 31Q (189414.670000 sec): 3 clusters
  Score: Raw -1376436.819065 + Penalty 3143.746967 = -1373293.072097
  nChanged 14
		SP:Iteration 32Q (189414.940000 sec): 3 clusters
  Score: Raw -1376440.059960 + Penalty 3143.746967 = -1373296.312993
  nChanged 11
		SP:Iteration 33Q (189415.180000 sec): 3 clusters
  Score: Raw -1376442.154088 + Penalty 3143.746967 = -1373298.407120
  nChanged 12
		SP:Iteration 34Q (189415.430000 sec): 3 clusters
  Score: Raw -1376444.765374 + Penalty 3143.746967 = -1373301.018406
  nChanged 13
		SP:Iteration 35Q (189415.740000 sec): 3 clusters
  Score: Raw -1376449.056651 + Penalty 3143.746967 = -1373305.309684
  nChanged 16
		SP:Iteration 36Q (189416.010000 sec): 3 clusters
  Score: Raw -1376454.122970 + Penalty 3143.746967 = -1373310.376003
  nChanged 12
		SP:Iteration 37Q (189416.240000 sec): 3 clusters
  Score: Raw -1376456.819462 + Penalty 3143.746967 = -1373313.072495
  nChanged 15
		SP:Iteration 38Q (189416.500000 sec): 3 clusters
  Score: Raw -1376460.041001 + Penalty 3143.746967 = -1373316.294034
  nChanged 11
		SP:Iteration 39Q (189416.760000 sec): 3 clusters
  Score: Raw -1376463.285013 + Penalty 3143.746967 = -1373319.538045
  nChanged 14
		SP:Iteration 40F (189417.070000 sec): 3 clusters
  Score: Raw -1376466.389299 + Penalty 3143.746967 = -1373322.642332
  nChanged 12
		SP:Iteration 41Q (189417.390000 sec): 3 clusters
  Score: Raw -1376468.390093 + Penalty 3143.746967 = -1373324.643125
  nChanged 13
		SP:Iteration 42Q (189417.660000 sec): 3 clusters
  Score: Raw -1376470.190526 + Penalty 3143.746967 = -1373326.443559
  nChanged 10
		SP:Iteration 43Q (189417.880000 sec): 3 clusters
  Score: Raw -1376472.557953 + Penalty 3143.746967 = -1373328.810986
  nChanged 12
		SP:Iteration 44Q (189418.110000 sec): 3 clusters
  Score: Raw -1376474.490713 + Penalty 3143.746967 = -1373330.743745
  nChanged 12
		SP:Iteration 45Q (189418.420000 sec): 3 clusters
  Score: Raw -1376476.676615 + Penalty 3143.746967 = -1373332.929648
  nChanged 14
		SP:Iteration 46Q (189418.650000 sec): 3 clusters
  Score: Raw -1376480.287412 + Penalty 3143.746967 = -1373336.540445
  nChanged 19
		SP:Iteration 47Q (189418.910000 sec): 3 clusters
  Score: Raw -1376485.013312 + Penalty 3143.746967 = -1373341.266345
  nChanged 19
		SP:Iteration 48Q (189419.170000 sec): 3 clusters
  Score: Raw -1376488.741353 + Penalty 3143.746967 = -1373344.994386
  nChanged 9
		SP:Iteration 49Q (189419.440000 sec): 3 clusters
  Score: Raw -1376490.532825 + Penalty 3143.746967 = -1373346.785857
  nChanged 5
		SP:Iteration 50Q (189419.740000 sec): 3 clusters
  Score: Raw -1376491.550928 + Penalty 3143.746967 = -1373347.803961
  nChanged 5
		SP:Iteration 51Q (189420.060000 sec): 3 clusters
  Score: Raw -1376492.990889 + Penalty 3143.746967 = -1373349.243921
  nChanged 7
		SP:Iteration 52Q (189420.320000 sec): 3 clusters
  Score: Raw -1376494.285839 + Penalty 3143.746967 = -1373350.538872
  nChanged 6
		SP:Iteration 53Q (189420.580000 sec): 3 clusters
  Score: Raw -1376495.231280 + Penalty 3143.746967 = -1373351.484312
  nChanged 3
		SP:Iteration 54Q (189420.840000 sec): 3 clusters
  Score: Raw -1376496.037376 + Penalty 3143.746967 = -1373352.290408
  nChanged 3
		SP:Iteration 55Q (189421.110000 sec): 3 clusters
  Score: Raw -1376496.441560 + Penalty 3143.746967 = -1373352.694592
  nChanged 3
		SP:Iteration 56Q (189421.380000 sec): 3 clusters
  Score: Raw -1376496.862864 + Penalty 3143.746967 = -1373353.115896
  nChanged 4
		SP:Iteration 57Q (189421.640000 sec): 3 clusters
  Score: Raw -1376497.765525 + Penalty 3143.746967 = -1373354.018557
  nChanged 4
		SP:Iteration 58Q (189421.910000 sec): 3 clusters
  Score: Raw -1376499.164946 + Penalty 3143.746967 = -1373355.417978
  nChanged 10
		SP:Iteration 59Q (189422.140000 sec): 3 clusters
  Score: Raw -1376501.734725 + Penalty 3143.746967 = -1373357.987758
  nChanged 12
		SP:Iteration 60F (189422.440000 sec): 3 clusters
  Score: Raw -1376505.068854 + Penalty 3143.746967 = -1373361.321886
  nChanged 12
		SP:Iteration 61Q (189422.710000 sec): 3 clusters
  Score: Raw -1376507.985429 + Penalty 3143.746967 = -1373364.238461
  nChanged 10
		SP:Iteration 62Q (189422.970000 sec): 3 clusters
  Score: Raw -1376509.554167 + Penalty 3143.746967 = -1373365.807199
  nChanged 8
		SP:Iteration 63Q (189423.200000 sec): 3 clusters
  Score: Raw -1376510.974787 + Penalty 3143.746967 = -1373367.227820
  nChanged 6
		SP:Iteration 64Q (189423.440000 sec): 3 clusters
  Score: Raw -1376512.420857 + Penalty 3143.746967 = -1373368.673890
  nChanged 5
		SP:Iteration 65Q (189423.690000 sec): 3 clusters
  Score: Raw -1376513.730116 + Penalty 3143.746967 = -1373369.983148
  nChanged 6
		SP:Iteration 66Q (189423.960000 sec): 3 clusters
  Score: Raw -1376514.688552 + Penalty 3143.746967 = -1373370.941585
  nChanged 5
		SP:Iteration 67Q (189424.270000 sec): 3 clusters
  Score: Raw -1376516.048296 + Penalty 3143.746967 = -1373372.301329
  nChanged 5
		SP:Iteration 68Q (189424.550000 sec): 3 clusters
  Score: Raw -1376517.193630 + Penalty 3143.746967 = -1373373.446662
  nChanged 7
		SP:Iteration 69Q (189424.800000 sec): 3 clusters
  Score: Raw -1376519.154954 + Penalty 3143.746967 = -1373375.407986
  nChanged 4
		SP:Iteration 70Q (189425.060000 sec): 3 clusters
  Score: Raw -1376519.977262 + Penalty 3143.746967 = -1373376.230294
  nChanged 3
		SP:Iteration 71Q (189425.300000 sec): 3 clusters
  Score: Raw -1376520.840098 + Penalty 3143.746967 = -1373377.093131
  nChanged 3
		SP:Iteration 72Q (189425.560000 sec): 3 clusters
  Score: Raw -1376521.614252 + Penalty 3143.746967 = -1373377.867285
  nChanged 3
		SP:Iteration 73Q (189425.820000 sec): 3 clusters
  Score: Raw -1376522.311637 + Penalty 3143.746967 = -1373378.564669
  nChanged 0
		SP:Iteration 74F (189426.040000 sec): 3 clusters
  Score: Raw -1376522.311637 + Penalty 3143.746967 = -1373378.564669
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 79 (2623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189426.100000 sec): 2 clusters
  Score: Raw -220716.866420 + Penalty 1279.212022 = -219437.654399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189426.270000 sec): 3 clusters
  Score: Raw -219491.975076 + Penalty 2558.424043 = -216933.551032
  nChanged 993
		SP:Iteration 1F (189426.450000 sec): 3 clusters
  Score: Raw -220070.684251 + Penalty 2558.424043 = -217512.260208
  nChanged 231
		SP:Iteration 2F (189426.620000 sec): 3 clusters
  Score: Raw -220288.805779 + Penalty 2558.424043 = -217730.381736
  nChanged 174
		SP:Iteration 3F (189426.800000 sec): 3 clusters
  Score: Raw -220446.966573 + Penalty 2558.424043 = -217888.542530
  nChanged 134
		SP:Iteration 4F (189426.980000 sec): 3 clusters
  Score: Raw -220542.880154 + Penalty 2558.424043 = -217984.456110
  nChanged 123
		SP:Iteration 5Q (189427.150000 sec): 3 clusters
  Score: Raw -220629.448977 + Penalty 2558.424043 = -218071.024933
  nChanged 93
		SP:Iteration 6Q (189427.330000 sec): 3 clusters
  Score: Raw -220716.222500 + Penalty 2558.424043 = -218157.798456
  nChanged 101
		SP:Iteration 7Q (189427.430000 sec): 3 clusters
  Score: Raw -220798.947308 + Penalty 2558.424043 = -218240.523265
  nChanged 81
		SP:Iteration 8Q (189427.480000 sec): 3 clusters
  Score: Raw -220876.523951 + Penalty 2558.424043 = -218318.099908
  nChanged 76
		SP:Iteration 9Q (189427.530000 sec): 3 clusters
  Score: Raw -220932.216944 + Penalty 2558.424043 = -218373.792901
  nChanged 58
		SP:Iteration 10Q (189427.580000 sec): 3 clusters
  Score: Raw -220993.254901 + Penalty 2558.424043 = -218434.830857
  nChanged 68
		SP:Iteration 11Q (189427.620000 sec): 3 clusters
  Score: Raw -221049.911387 + Penalty 2558.424043 = -218491.487343
  nChanged 65
		SP:Iteration 12Q (189427.670000 sec): 3 clusters
  Score: Raw -221107.626275 + Penalty 2558.424043 = -218549.202232
  nChanged 55
		SP:Iteration 13Q (189427.720000 sec): 3 clusters
  Score: Raw -221149.804712 + Penalty 2558.424043 = -218591.380669
  nChanged 50
		SP:Iteration 14Q (189427.770000 sec): 3 clusters
  Score: Raw -221190.780535 + Penalty 2558.424043 = -218632.356491
  nChanged 53
		SP:Iteration 15Q (189427.820000 sec): 3 clusters
  Score: Raw -221228.383048 + Penalty 2558.424043 = -218669.959004
  nChanged 49
		SP:Iteration 16Q (189427.870000 sec): 3 clusters
  Score: Raw -221258.378633 + Penalty 2558.424043 = -218699.954590
  nChanged 30
		SP:Iteration 17Q (189427.920000 sec): 3 clusters
  Score: Raw -221275.828757 + Penalty 2558.424043 = -218717.404714
  nChanged 30
		SP:Iteration 18Q (189427.970000 sec): 3 clusters
  Score: Raw -221290.776794 + Penalty 2558.424043 = -218732.352751
  nChanged 20
		SP:Iteration 19Q (189428.020000 sec): 3 clusters
  Score: Raw -221298.982492 + Penalty 2558.424043 = -218740.558448
  nChanged 13
		SP:Iteration 20F (189428.070000 sec): 3 clusters
  Score: Raw -221304.133362 + Penalty 2558.424043 = -218745.709319
  nChanged 10
		SP:Iteration 21Q (189428.110000 sec): 3 clusters
  Score: Raw -221308.990151 + Penalty 2558.424043 = -218750.566107
  nChanged 8
		SP:Iteration 22Q (189428.160000 sec): 3 clusters
  Score: Raw -221311.991071 + Penalty 2558.424043 = -218753.567028
  nChanged 5
		SP:Iteration 23Q (189428.210000 sec): 3 clusters
  Score: Raw -221314.432630 + Penalty 2558.424043 = -218756.008587
  nChanged 1
		SP:Iteration 24Q (189428.260000 sec): 3 clusters
  Score: Raw -221314.668883 + Penalty 2558.424043 = -218756.244840
  nChanged 1
		SP:Iteration 25Q (189428.310000 sec): 3 clusters
  Score: Raw -221315.596918 + Penalty 2558.424043 = -218757.172874
  nChanged 0
		SP:Iteration 26F (189428.350000 sec): 3 clusters
  Score: Raw -221315.596918 + Penalty 2558.424043 = -218757.172874
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 80 (6237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189428.440000 sec): 2 clusters
  Score: Raw -538194.098673 + Penalty 1419.966369 = -536774.132304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189428.640000 sec): 3 clusters
  Score: Raw -534899.315689 + Penalty 2839.932737 = -532059.382952
  nChanged 2561
		SP:Iteration 1F (189428.850000 sec): 3 clusters
  Score: Raw -536403.616404 + Penalty 2839.932737 = -533563.683667
  nChanged 506
		SP:Iteration 2F (189429.060000 sec): 3 clusters
  Score: Raw -536751.234214 + Penalty 2839.932737 = -533911.301477
  nChanged 413
		SP:Iteration 3F (189429.270000 sec): 3 clusters
  Score: Raw -537081.852716 + Penalty 2839.932737 = -534241.919978
  nChanged 380
		SP:Iteration 4F (189429.480000 sec): 3 clusters
  Score: Raw -537372.904403 + Penalty 2839.932737 = -534532.971666
  nChanged 318
		SP:Iteration 5F (189429.690000 sec): 3 clusters
  Score: Raw -537613.770946 + Penalty 2839.932737 = -534773.838209
  nChanged 311
		SP:Iteration 6Q (189429.890000 sec): 3 clusters
  Score: Raw -537839.080806 + Penalty 2839.932737 = -534999.148069
  nChanged 266
		SP:Iteration 7Q (189430.100000 sec): 3 clusters
  Score: Raw -538031.820218 + Penalty 2839.932737 = -535191.887480
  nChanged 248
		SP:Iteration 8Q (189430.310000 sec): 3 clusters
  Score: Raw -538213.577922 + Penalty 2839.932737 = -535373.645185
  nChanged 222
		SP:Iteration 9Q (189430.520000 sec): 3 clusters
  Score: Raw -538398.179710 + Penalty 2839.932737 = -535558.246973
  nChanged 221
		SP:Iteration 10Q (189430.730000 sec): 3 clusters
  Score: Raw -538588.505773 + Penalty 2839.932737 = -535748.573036
  nChanged 211
		SP:Iteration 11Q (189430.940000 sec): 3 clusters
  Score: Raw -538740.393742 + Penalty 2839.932737 = -535900.461005
  nChanged 173
		SP:Iteration 12Q (189431.150000 sec): 3 clusters
  Score: Raw -538833.136777 + Penalty 2839.932737 = -535993.204039
  nChanged 102
		SP:Iteration 13Q (189431.350000 sec): 3 clusters
  Score: Raw -538883.727107 + Penalty 2839.932737 = -536043.794370
  nChanged 88
		SP:Iteration 14Q (189431.570000 sec): 3 clusters
  Score: Raw -538924.245875 + Penalty 2839.932737 = -536084.313138
  nChanged 90
		SP:Iteration 15Q (189431.770000 sec): 3 clusters
  Score: Raw -538968.442034 + Penalty 2839.932737 = -536128.509297
  nChanged 81
		SP:Iteration 16Q (189431.940000 sec): 3 clusters
  Score: Raw -539004.888307 + Penalty 2839.932737 = -536164.955569
  nChanged 70
		SP:Iteration 17Q (189432.100000 sec): 3 clusters
  Score: Raw -539039.324902 + Penalty 2839.932737 = -536199.392165
  nChanged 75
		SP:Iteration 18Q (189432.270000 sec): 3 clusters
  Score: Raw -539075.926723 + Penalty 2839.932737 = -536235.993986
  nChanged 75
		SP:Iteration 19Q (189432.480000 sec): 3 clusters
  Score: Raw -539114.299823 + Penalty 2839.932737 = -536274.367085
  nChanged 76
		SP:Iteration 20F (189432.690000 sec): 3 clusters
  Score: Raw -539148.962089 + Penalty 2839.932737 = -536309.029351
  nChanged 77
		SP:Iteration 21Q (189432.850000 sec): 3 clusters
  Score: Raw -539188.501999 + Penalty 2839.932737 = -536348.569262
  nChanged 69
		SP:Iteration 22Q (189433.060000 sec): 3 clusters
  Score: Raw -539216.425624 + Penalty 2839.932737 = -536376.492887
  nChanged 62
		SP:Iteration 23Q (189433.230000 sec): 3 clusters
  Score: Raw -539242.278642 + Penalty 2839.932737 = -536402.345904
  nChanged 44
		SP:Iteration 24Q (189433.420000 sec): 3 clusters
  Score: Raw -539260.139124 + Penalty 2839.932737 = -536420.206386
  nChanged 44
		SP:Iteration 25Q (189433.520000 sec): 3 clusters
  Score: Raw -539274.894380 + Penalty 2839.932737 = -536434.961642
  nChanged 38
		SP:Iteration 26Q (189433.620000 sec): 3 clusters
  Score: Raw -539286.633495 + Penalty 2839.932737 = -536446.700757
  nChanged 34
		SP:Iteration 27Q (189433.720000 sec): 3 clusters
  Score: Raw -539297.250855 + Penalty 2839.932737 = -536457.318118
  nChanged 29
		SP:Iteration 28Q (189433.820000 sec): 3 clusters
  Score: Raw -539304.951957 + Penalty 2839.932737 = -536465.019220
  nChanged 19
		SP:Iteration 29Q (189433.920000 sec): 3 clusters
  Score: Raw -539308.674003 + Penalty 2839.932737 = -536468.741266
  nChanged 12
		SP:Iteration 30Q (189434.020000 sec): 3 clusters
  Score: Raw -539311.480606 + Penalty 2839.932737 = -536471.547868
  nChanged 11
		SP:Iteration 31Q (189434.120000 sec): 3 clusters
  Score: Raw -539315.301267 + Penalty 2839.932737 = -536475.368529
  nChanged 11
		SP:Iteration 32Q (189434.220000 sec): 3 clusters
  Score: Raw -539317.519617 + Penalty 2839.932737 = -536477.586879
  nChanged 6
		SP:Iteration 33Q (189434.320000 sec): 3 clusters
  Score: Raw -539318.266395 + Penalty 2839.932737 = -536478.333657
  nChanged 6
		SP:Iteration 34Q (189434.510000 sec): 3 clusters
  Score: Raw -539319.242215 + Penalty 2839.932737 = -536479.309478
  nChanged 3
		SP:Iteration 35Q (189434.720000 sec): 3 clusters
  Score: Raw -539319.665657 + Penalty 2839.932737 = -536479.732920
  nChanged 5
		SP:Iteration 36Q (189434.930000 sec): 3 clusters
  Score: Raw -539320.217296 + Penalty 2839.932737 = -536480.284559
  nChanged 2
		SP:Iteration 37Q (189435.130000 sec): 3 clusters
  Score: Raw -539320.455234 + Penalty 2839.932737 = -536480.522497
  nChanged 0
		SP:Iteration 38F (189435.350000 sec): 3 clusters
  Score: Raw -539320.455234 + Penalty 2839.932737 = -536480.522497
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 81 (4608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189435.470000 sec): 2 clusters
  Score: Raw -388385.481191 + Penalty 1370.776745 = -387014.704446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189435.640000 sec): 3 clusters
  Score: Raw -386099.851454 + Penalty 2741.553491 = -383358.297963
  nChanged 1871
		SP:Iteration 1F (189435.820000 sec): 3 clusters
  Score: Raw -387278.915451 + Penalty 2741.553491 = -384537.361961
  nChanged 385
		SP:Iteration 2F (189435.990000 sec): 3 clusters
  Score: Raw -387544.202993 + Penalty 2741.553491 = -384802.649502
  nChanged 301
		SP:Iteration 3F (189436.170000 sec): 3 clusters
  Score: Raw -387769.784876 + Penalty 2741.553491 = -385028.231386
  nChanged 275
		SP:Iteration 4F (189436.350000 sec): 3 clusters
  Score: Raw -388005.068769 + Penalty 2741.553491 = -385263.515278
  nChanged 235
		SP:Iteration 5F (189436.520000 sec): 3 clusters
  Score: Raw -388196.260582 + Penalty 2741.553491 = -385454.707091
  nChanged 198
		SP:Iteration 6Q (189436.700000 sec): 3 clusters
  Score: Raw -388343.427324 + Penalty 2741.553491 = -385601.873833
  nChanged 157
		SP:Iteration 7Q (189436.870000 sec): 3 clusters
  Score: Raw -388434.113445 + Penalty 2741.553491 = -385692.559955
  nChanged 132
		SP:Iteration 8Q (189437.050000 sec): 3 clusters
  Score: Raw -388499.169889 + Penalty 2741.553491 = -385757.616398
  nChanged 104
		SP:Iteration 9Q (189437.230000 sec): 3 clusters
  Score: Raw -388552.170737 + Penalty 2741.553491 = -385810.617246
  nChanged 83
		SP:Iteration 10Q (189437.400000 sec): 3 clusters
  Score: Raw -388598.221816 + Penalty 2741.553491 = -385856.668325
  nChanged 80
		SP:Iteration 11Q (189437.580000 sec): 3 clusters
  Score: Raw -388639.213197 + Penalty 2741.553491 = -385897.659706
  nChanged 73
		SP:Iteration 12Q (189437.800000 sec): 3 clusters
  Score: Raw -388676.522225 + Penalty 2741.553491 = -385934.968735
  nChanged 68
		SP:Iteration 13Q (189437.940000 sec): 3 clusters
  Score: Raw -388701.833243 + Penalty 2741.553491 = -385960.279752
  nChanged 43
		SP:Iteration 14Q (189438.110000 sec): 3 clusters
  Score: Raw -388719.124403 + Penalty 2741.553491 = -385977.570912
  nChanged 44
		SP:Iteration 15Q (189438.290000 sec): 3 clusters
  Score: Raw -388733.233814 + Penalty 2741.553491 = -385991.680323
  nChanged 37
		SP:Iteration 16Q (189438.470000 sec): 3 clusters
  Score: Raw -388746.294147 + Penalty 2741.553491 = -386004.740656
  nChanged 28
		SP:Iteration 17Q (189438.640000 sec): 3 clusters
  Score: Raw -388754.740932 + Penalty 2741.553491 = -386013.187442
  nChanged 18
		SP:Iteration 18Q (189438.820000 sec): 3 clusters
  Score: Raw -388760.400857 + Penalty 2741.553491 = -386018.847366
  nChanged 17
		SP:Iteration 19Q (189438.990000 sec): 3 clusters
  Score: Raw -388767.626866 + Penalty 2741.553491 = -386026.073375
  nChanged 18
		SP:Iteration 20F (189439.170000 sec): 3 clusters
  Score: Raw -388773.193508 + Penalty 2741.553491 = -386031.640017
  nChanged 19
		SP:Iteration 21Q (189439.350000 sec): 3 clusters
  Score: Raw -388777.904513 + Penalty 2741.553491 = -386036.351023
  nChanged 12
		SP:Iteration 22Q (189439.520000 sec): 3 clusters
  Score: Raw -388780.772389 + Penalty 2741.553491 = -386039.218899
  nChanged 11
		SP:Iteration 23Q (189439.700000 sec): 3 clusters
  Score: Raw -388783.102401 + Penalty 2741.553491 = -386041.548910
  nChanged 7
		SP:Iteration 24Q (189439.870000 sec): 3 clusters
  Score: Raw -388785.001950 + Penalty 2741.553491 = -386043.448459
  nChanged 9
		SP:Iteration 25Q (189440.050000 sec): 3 clusters
  Score: Raw -388787.447432 + Penalty 2741.553491 = -386045.893942
  nChanged 9
		SP:Iteration 26Q (189440.220000 sec): 3 clusters
  Score: Raw -388790.469432 + Penalty 2741.553491 = -386048.915941
  nChanged 8
		SP:Iteration 27Q (189440.400000 sec): 3 clusters
  Score: Raw -388792.338123 + Penalty 2741.553491 = -386050.784632
  nChanged 7
		SP:Iteration 28Q (189440.570000 sec): 3 clusters
  Score: Raw -388794.214475 + Penalty 2741.553491 = -386052.660985
  nChanged 4
		SP:Iteration 29Q (189440.750000 sec): 3 clusters
  Score: Raw -388795.141898 + Penalty 2741.553491 = -386053.588408
  nChanged 2
		SP:Iteration 30Q (189440.930000 sec): 3 clusters
  Score: Raw -388795.426646 + Penalty 2741.553491 = -386053.873155
  nChanged 0
		SP:Iteration 31F (189441.100000 sec): 3 clusters
  Score: Raw -388795.426646 + Penalty 2741.553491 = -386053.873155
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 82 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189441.190000 sec): 2 clusters
  Score: Raw -64830.558968 + Penalty 1092.427342 = -63738.131626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189441.360000 sec): 3 clusters
  Score: Raw -64618.061713 + Penalty 2184.854683 = -62433.207029
  nChanged 254
		SP:Iteration 1F (189441.540000 sec): 3 clusters
  Score: Raw -64883.785710 + Penalty 2184.854683 = -62698.931026
  nChanged 55
		SP:Iteration 2F (189441.710000 sec): 3 clusters
  Score: Raw -64948.949459 + Penalty 2184.854683 = -62764.094776
  nChanged 35
		SP:Iteration 3Q (189441.890000 sec): 3 clusters
  Score: Raw -64998.067825 + Penalty 2184.854683 = -62813.213141
  nChanged 32
		SP:Iteration 4Q (189442.060000 sec): 3 clusters
  Score: Raw -65053.169573 + Penalty 2184.854683 = -62868.314890
  nChanged 23
		SP:Iteration 5Q (189442.240000 sec): 3 clusters
  Score: Raw -65086.544229 + Penalty 2184.854683 = -62901.689546
  nChanged 19
		SP:Iteration 6Q (189442.410000 sec): 3 clusters
  Score: Raw -65112.210686 + Penalty 2184.854683 = -62927.356003
  nChanged 10
		SP:Iteration 7Q (189442.590000 sec): 3 clusters
  Score: Raw -65126.665915 + Penalty 2184.854683 = -62941.811232
  nChanged 10
		SP:Iteration 8Q (189442.770000 sec): 3 clusters
  Score: Raw -65142.385933 + Penalty 2184.854683 = -62957.531250
  nChanged 12
		SP:Iteration 9Q (189442.940000 sec): 3 clusters
  Score: Raw -65155.357910 + Penalty 2184.854683 = -62970.503226
  nChanged 5
		SP:Iteration 10Q (189443.120000 sec): 3 clusters
  Score: Raw -65161.077435 + Penalty 2184.854683 = -62976.222751
  nChanged 5
		SP:Iteration 11Q (189443.290000 sec): 3 clusters
  Score: Raw -65168.575876 + Penalty 2184.854683 = -62983.721193
  nChanged 6
		SP:Iteration 12Q (189443.470000 sec): 3 clusters
  Score: Raw -65176.120111 + Penalty 2184.854683 = -62991.265427
  nChanged 8
		SP:Iteration 13Q (189443.650000 sec): 3 clusters
  Score: Raw -65182.886344 + Penalty 2184.854683 = -62998.031661
  nChanged 3
		SP:Iteration 14Q (189443.820000 sec): 3 clusters
  Score: Raw -65186.569169 + Penalty 2184.854683 = -63001.714486
  nChanged 1
		SP:Iteration 15Q (189444.000000 sec): 3 clusters
  Score: Raw -65189.404579 + Penalty 2184.854683 = -63004.549896
  nChanged 1
		SP:Iteration 16Q (189444.170000 sec): 3 clusters
  Score: Raw -65191.055411 + Penalty 2184.854683 = -63006.200727
  nChanged 4
		SP:Iteration 17Q (189444.350000 sec): 3 clusters
  Score: Raw -65195.386148 + Penalty 2184.854683 = -63010.531465
  nChanged 3
		SP:Iteration 18Q (189444.400000 sec): 3 clusters
  Score: Raw -65198.018873 + Penalty 2184.854683 = -63013.164189
  nChanged 1
		SP:Iteration 19Q (189444.420000 sec): 3 clusters
  Score: Raw -65198.545142 + Penalty 2184.854683 = -63013.690459
  nChanged 1
		SP:Iteration 20F (189444.430000 sec): 3 clusters
  Score: Raw -65199.524501 + Penalty 2184.854683 = -63014.669817
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 83 (2822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189444.500000 sec): 2 clusters
  Score: Raw -226709.961282 + Penalty 1291.095184 = -225418.866098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189444.550000 sec): 3 clusters
  Score: Raw -225388.681437 + Penalty 2582.190368 = -222806.491069
  nChanged 1079
		SP:Iteration 1F (189444.600000 sec): 3 clusters
  Score: Raw -226139.707584 + Penalty 2582.190368 = -223557.517216
  nChanged 256
		SP:Iteration 2F (189444.780000 sec): 3 clusters
  Score: Raw -226392.260417 + Penalty 2582.190368 = -223810.070049
  nChanged 211
		SP:Iteration 3F (189444.950000 sec): 3 clusters
  Score: Raw -226578.021551 + Penalty 2582.190368 = -223995.831183
  nChanged 142
		SP:Iteration 4F (189445.130000 sec): 3 clusters
  Score: Raw -226696.161758 + Penalty 2582.190368 = -224113.971390
  nChanged 122
		SP:Iteration 5Q (189445.310000 sec): 3 clusters
  Score: Raw -226806.072531 + Penalty 2582.190368 = -224223.882163
  nChanged 92
		SP:Iteration 6Q (189445.480000 sec): 3 clusters
  Score: Raw -226884.316180 + Penalty 2582.190368 = -224302.125812
  nChanged 72
		SP:Iteration 7Q (189445.630000 sec): 3 clusters
  Score: Raw -226931.848711 + Penalty 2582.190368 = -224349.658343
  nChanged 61
		SP:Iteration 8Q (189445.740000 sec): 3 clusters
  Score: Raw -226961.797826 + Penalty 2582.190368 = -224379.607458
  nChanged 45
		SP:Iteration 9Q (189445.830000 sec): 3 clusters
  Score: Raw -226982.462861 + Penalty 2582.190368 = -224400.272493
  nChanged 34
		SP:Iteration 10Q (189446.010000 sec): 3 clusters
  Score: Raw -226999.770103 + Penalty 2582.190368 = -224417.579735
  nChanged 22
		SP:Iteration 11Q (189446.190000 sec): 3 clusters
  Score: Raw -227010.301228 + Penalty 2582.190368 = -224428.110860
  nChanged 27
		SP:Iteration 12Q (189446.360000 sec): 3 clusters
  Score: Raw -227024.613141 + Penalty 2582.190368 = -224442.422773
  nChanged 29
		SP:Iteration 13Q (189446.530000 sec): 3 clusters
  Score: Raw -227036.663733 + Penalty 2582.190368 = -224454.473365
  nChanged 22
		SP:Iteration 14Q (189446.710000 sec): 3 clusters
  Score: Raw -227047.379386 + Penalty 2582.190368 = -224465.189018
  nChanged 22
		SP:Iteration 15Q (189446.890000 sec): 3 clusters
  Score: Raw -227058.780105 + Penalty 2582.190368 = -224476.589737
  nChanged 17
		SP:Iteration 16Q (189447.060000 sec): 3 clusters
  Score: Raw -227066.467839 + Penalty 2582.190368 = -224484.277471
  nChanged 15
		SP:Iteration 17Q (189447.240000 sec): 3 clusters
  Score: Raw -227071.819362 + Penalty 2582.190368 = -224489.628994
  nChanged 10
		SP:Iteration 18Q (189447.410000 sec): 3 clusters
  Score: Raw -227076.432607 + Penalty 2582.190368 = -224494.242239
  nChanged 12
		SP:Iteration 19Q (189447.590000 sec): 3 clusters
  Score: Raw -227080.921976 + Penalty 2582.190368 = -224498.731608
  nChanged 10
		SP:Iteration 20F (189447.770000 sec): 3 clusters
  Score: Raw -227084.131895 + Penalty 2582.190368 = -224501.941527
  nChanged 9
		SP:Iteration 21Q (189447.880000 sec): 3 clusters
  Score: Raw -227087.737667 + Penalty 2582.190368 = -224505.547299
  nChanged 4
		SP:Iteration 22Q (189448.030000 sec): 3 clusters
  Score: Raw -227089.267017 + Penalty 2582.190368 = -224507.076649
  nChanged 5
		SP:Iteration 23Q (189448.210000 sec): 3 clusters
  Score: Raw -227091.521877 + Penalty 2582.190368 = -224509.331509
  nChanged 6
		SP:Iteration 24Q (189448.380000 sec): 3 clusters
  Score: Raw -227093.262607 + Penalty 2582.190368 = -224511.072239
  nChanged 7
		SP:Iteration 25Q (189448.560000 sec): 3 clusters
  Score: Raw -227095.433332 + Penalty 2582.190368 = -224513.242964
  nChanged 15
		SP:Iteration 26Q (189448.730000 sec): 3 clusters
  Score: Raw -227101.375590 + Penalty 2582.190368 = -224519.185222
  nChanged 14
		SP:Iteration 27Q (189448.910000 sec): 3 clusters
  Score: Raw -227106.480825 + Penalty 2582.190368 = -224524.290457
  nChanged 16
		SP:Iteration 28Q (189449.090000 sec): 3 clusters
  Score: Raw -227111.896815 + Penalty 2582.190368 = -224529.706447
  nChanged 9
		SP:Iteration 29Q (189449.260000 sec): 3 clusters
  Score: Raw -227116.358124 + Penalty 2582.190368 = -224534.167756
  nChanged 9
		SP:Iteration 30Q (189449.440000 sec): 3 clusters
  Score: Raw -227118.461721 + Penalty 2582.190368 = -224536.271353
  nChanged 6
		SP:Iteration 31Q (189449.610000 sec): 3 clusters
  Score: Raw -227120.481331 + Penalty 2582.190368 = -224538.290963
  nChanged 4
		SP:Iteration 32Q (189449.790000 sec): 3 clusters
  Score: Raw -227121.423852 + Penalty 2582.190368 = -224539.233484
  nChanged 1
		SP:Iteration 33Q (189449.970000 sec): 3 clusters
  Score: Raw -227121.492765 + Penalty 2582.190368 = -224539.302397
  nChanged 0
		SP:Iteration 34F (189450.140000 sec): 3 clusters
  Score: Raw -227121.492765 + Penalty 2582.190368 = -224539.302397
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 84 (2517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189450.210000 sec): 2 clusters
  Score: Raw -207553.626750 + Penalty 1272.508737 = -206281.118014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189450.390000 sec): 3 clusters
  Score: Raw -206390.614101 + Penalty 2545.017473 = -203845.596628
  nChanged 929
		SP:Iteration 1F (189450.570000 sec): 3 clusters
  Score: Raw -207016.298644 + Penalty 2545.017473 = -204471.281171
  nChanged 234
		SP:Iteration 2F (189450.740000 sec): 3 clusters
  Score: Raw -207249.348333 + Penalty 2545.017473 = -204704.330859
  nChanged 183
		SP:Iteration 3F (189450.920000 sec): 3 clusters
  Score: Raw -207461.960384 + Penalty 2545.017473 = -204916.942910
  nChanged 189
		SP:Iteration 4F (189451.090000 sec): 3 clusters
  Score: Raw -207705.880312 + Penalty 2545.017473 = -205160.862839
  nChanged 166
		SP:Iteration 5F (189451.270000 sec): 3 clusters
  Score: Raw -207918.538616 + Penalty 2545.017473 = -205373.521143
  nChanged 126
		SP:Iteration 6F (189451.450000 sec): 3 clusters
  Score: Raw -208054.416283 + Penalty 2545.017473 = -205509.398809
  nChanged 87
		SP:Iteration 7Q (189451.620000 sec): 3 clusters
  Score: Raw -208125.920631 + Penalty 2545.017473 = -205580.903157
  nChanged 64
		SP:Iteration 8Q (189451.800000 sec): 3 clusters
  Score: Raw -208178.330337 + Penalty 2545.017473 = -205633.312863
  nChanged 46
		SP:Iteration 9Q (189451.980000 sec): 3 clusters
  Score: Raw -208209.283329 + Penalty 2545.017473 = -205664.265856
  nChanged 35
		SP:Iteration 10Q (189452.150000 sec): 3 clusters
  Score: Raw -208228.403973 + Penalty 2545.017473 = -205683.386500
  nChanged 30
		SP:Iteration 11Q (189452.320000 sec): 3 clusters
  Score: Raw -208247.719368 + Penalty 2545.017473 = -205702.701894
  nChanged 31
		SP:Iteration 12Q (189452.500000 sec): 3 clusters
  Score: Raw -208269.155307 + Penalty 2545.017473 = -205724.137834
  nChanged 32
		SP:Iteration 13Q (189452.670000 sec): 3 clusters
  Score: Raw -208294.529636 + Penalty 2545.017473 = -205749.512163
  nChanged 34
		SP:Iteration 14Q (189452.840000 sec): 3 clusters
  Score: Raw -208313.798509 + Penalty 2545.017473 = -205768.781036
  nChanged 36
		SP:Iteration 15Q (189453.020000 sec): 3 clusters
  Score: Raw -208342.909868 + Penalty 2545.017473 = -205797.892395
  nChanged 42
		SP:Iteration 16Q (189453.200000 sec): 3 clusters
  Score: Raw -208374.947832 + Penalty 2545.017473 = -205829.930359
  nChanged 34
		SP:Iteration 17Q (189453.370000 sec): 3 clusters
  Score: Raw -208395.597812 + Penalty 2545.017473 = -205850.580339
  nChanged 14
		SP:Iteration 18Q (189453.550000 sec): 3 clusters
  Score: Raw -208400.876134 + Penalty 2545.017473 = -205855.858661
  nChanged 9
		SP:Iteration 19Q (189453.720000 sec): 3 clusters
  Score: Raw -208407.195207 + Penalty 2545.017473 = -205862.177733
  nChanged 14
		SP:Iteration 20F (189453.900000 sec): 3 clusters
  Score: Raw -208414.497154 + Penalty 2545.017473 = -205869.479680
  nChanged 9
		SP:Iteration 21Q (189454.060000 sec): 3 clusters
  Score: Raw -208418.657859 + Penalty 2545.017473 = -205873.640385
  nChanged 11
		SP:Iteration 22Q (189454.220000 sec): 3 clusters
  Score: Raw -208424.107126 + Penalty 2545.017473 = -205879.089652
  nChanged 12
		SP:Iteration 23Q (189454.370000 sec): 3 clusters
  Score: Raw -208430.704315 + Penalty 2545.017473 = -205885.686842
  nChanged 13
		SP:Iteration 24Q (189454.470000 sec): 3 clusters
  Score: Raw -208440.439978 + Penalty 2545.017473 = -205895.422504
  nChanged 13
		SP:Iteration 25Q (189454.520000 sec): 3 clusters
  Score: Raw -208450.648693 + Penalty 2545.017473 = -205905.631220
  nChanged 10
		SP:Iteration 26Q (189454.580000 sec): 3 clusters
  Score: Raw -208453.916952 + Penalty 2545.017473 = -205908.899479
  nChanged 2
		SP:Iteration 27Q (189454.630000 sec): 3 clusters
  Score: Raw -208454.443212 + Penalty 2545.017473 = -205909.425739
  nChanged 3
		SP:Iteration 28Q (189454.680000 sec): 3 clusters
  Score: Raw -208455.265475 + Penalty 2545.017473 = -205910.248002
  nChanged 1
		SP:Iteration 29Q (189454.730000 sec): 3 clusters
  Score: Raw -208455.432457 + Penalty 2545.017473 = -205910.414983
  nChanged 1
		SP:Iteration 30Q (189454.780000 sec): 3 clusters
  Score: Raw -208456.483109 + Penalty 2545.017473 = -205911.465635
  nChanged 1
		SP:Iteration 31Q (189454.830000 sec): 3 clusters
  Score: Raw -208457.206371 + Penalty 2545.017473 = -205912.188897
  nChanged 1
		SP:Iteration 32Q (189454.880000 sec): 3 clusters
  Score: Raw -208457.501553 + Penalty 2545.017473 = -205912.484080
  nChanged 0
		SP:Iteration 33F (189454.930000 sec): 3 clusters
  Score: Raw -208457.501553 + Penalty 2545.017473 = -205912.484080
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 85 (7218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189455.020000 sec): 2 clusters
  Score: Raw -696916.645083 + Penalty 1443.704143 = -695472.940940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189455.260000 sec): 3 clusters
  Score: Raw -692972.622016 + Penalty 2887.408285 = -690085.213731
  nChanged 3030
		SP:Iteration 1F (189455.460000 sec): 3 clusters
  Score: Raw -694730.638899 + Penalty 2887.408285 = -691843.230613
  nChanged 590
		SP:Iteration 2F (189455.660000 sec): 3 clusters
  Score: Raw -695092.664613 + Penalty 2887.408285 = -692205.256327
  nChanged 513
		SP:Iteration 3F (189455.860000 sec): 3 clusters
  Score: Raw -695450.377016 + Penalty 2887.408285 = -692562.968730
  nChanged 507
		SP:Iteration 4F (189456.070000 sec): 3 clusters
  Score: Raw -695822.619062 + Penalty 2887.408285 = -692935.210777
  nChanged 452
		SP:Iteration 5F (189456.270000 sec): 3 clusters
  Score: Raw -696116.080098 + Penalty 2887.408285 = -693228.671812
  nChanged 338
		SP:Iteration 6Q (189456.470000 sec): 3 clusters
  Score: Raw -696288.620601 + Penalty 2887.408285 = -693401.212316
  nChanged 242
		SP:Iteration 7Q (189456.680000 sec): 3 clusters
  Score: Raw -696408.684570 + Penalty 2887.408285 = -693521.276285
  nChanged 200
		SP:Iteration 8Q (189456.880000 sec): 3 clusters
  Score: Raw -696501.536944 + Penalty 2887.408285 = -693614.128659
  nChanged 152
		SP:Iteration 9Q (189457.080000 sec): 3 clusters
  Score: Raw -696568.987195 + Penalty 2887.408285 = -693681.578909
  nChanged 120
		SP:Iteration 10Q (189457.280000 sec): 3 clusters
  Score: Raw -696616.687925 + Penalty 2887.408285 = -693729.279640
  nChanged 82
		SP:Iteration 11Q (189457.490000 sec): 3 clusters
  Score: Raw -696645.987342 + Penalty 2887.408285 = -693758.579057
  nChanged 69
		SP:Iteration 12Q (189457.690000 sec): 3 clusters
  Score: Raw -696671.408204 + Penalty 2887.408285 = -693783.999918
  nChanged 69
		SP:Iteration 13Q (189457.890000 sec): 3 clusters
  Score: Raw -696699.115553 + Penalty 2887.408285 = -693811.707268
  nChanged 65
		SP:Iteration 14Q (189458.180000 sec): 3 clusters
  Score: Raw -696725.501619 + Penalty 2887.408285 = -693838.093334
  nChanged 70
		SP:Iteration 15Q (189458.340000 sec): 3 clusters
  Score: Raw -696748.284354 + Penalty 2887.408285 = -693860.876069
  nChanged 61
		SP:Iteration 16Q (189458.540000 sec): 3 clusters
  Score: Raw -696769.528933 + Penalty 2887.408285 = -693882.120647
  nChanged 47
		SP:Iteration 17Q (189458.750000 sec): 3 clusters
  Score: Raw -696786.580150 + Penalty 2887.408285 = -693899.171865
  nChanged 48
		SP:Iteration 18Q (189458.940000 sec): 3 clusters
  Score: Raw -696802.534296 + Penalty 2887.408285 = -693915.126011
  nChanged 44
		SP:Iteration 19Q (189459.060000 sec): 3 clusters
  Score: Raw -696819.005825 + Penalty 2887.408285 = -693931.597540
  nChanged 38
		SP:Iteration 20F (189459.230000 sec): 3 clusters
  Score: Raw -696830.354222 + Penalty 2887.408285 = -693942.945937
  nChanged 36
		SP:Iteration 21Q (189459.440000 sec): 3 clusters
  Score: Raw -696840.966736 + Penalty 2887.408285 = -693953.558451
  nChanged 33
		SP:Iteration 22Q (189459.640000 sec): 3 clusters
  Score: Raw -696851.321853 + Penalty 2887.408285 = -693963.913568
  nChanged 35
		SP:Iteration 23Q (189459.840000 sec): 3 clusters
  Score: Raw -696862.222554 + Penalty 2887.408285 = -693974.814268
  nChanged 36
		SP:Iteration 24Q (189460.040000 sec): 3 clusters
  Score: Raw -696872.894885 + Penalty 2887.408285 = -693985.486600
  nChanged 33
		SP:Iteration 25Q (189460.250000 sec): 3 clusters
  Score: Raw -696881.539385 + Penalty 2887.408285 = -693994.131099
  nChanged 24
		SP:Iteration 26Q (189460.360000 sec): 3 clusters
  Score: Raw -696888.896429 + Penalty 2887.408285 = -694001.488143
  nChanged 21
		SP:Iteration 27Q (189460.480000 sec): 3 clusters
  Score: Raw -696897.012935 + Penalty 2887.408285 = -694009.604650
  nChanged 21
		SP:Iteration 28Q (189460.590000 sec): 3 clusters
  Score: Raw -696903.700191 + Penalty 2887.408285 = -694016.291906
  nChanged 22
		SP:Iteration 29Q (189460.710000 sec): 3 clusters
  Score: Raw -696910.070731 + Penalty 2887.408285 = -694022.662446
  nChanged 15
		SP:Iteration 30Q (189460.820000 sec): 3 clusters
  Score: Raw -696914.081109 + Penalty 2887.408285 = -694026.672824
  nChanged 14
		SP:Iteration 31Q (189460.940000 sec): 3 clusters
  Score: Raw -696919.579221 + Penalty 2887.408285 = -694032.170936
  nChanged 17
		SP:Iteration 32Q (189461.060000 sec): 3 clusters
  Score: Raw -696925.916185 + Penalty 2887.408285 = -694038.507900
  nChanged 22
		SP:Iteration 33Q (189461.180000 sec): 3 clusters
  Score: Raw -696933.354716 + Penalty 2887.408285 = -694045.946430
  nChanged 20
		SP:Iteration 34Q (189461.290000 sec): 3 clusters
  Score: Raw -696940.977632 + Penalty 2887.408285 = -694053.569347
  nChanged 16
		SP:Iteration 35Q (189461.410000 sec): 3 clusters
  Score: Raw -696946.659482 + Penalty 2887.408285 = -694059.251197
  nChanged 18
		SP:Iteration 36Q (189461.520000 sec): 3 clusters
  Score: Raw -696951.004339 + Penalty 2887.408285 = -694063.596053
  nChanged 10
		SP:Iteration 37Q (189461.640000 sec): 3 clusters
  Score: Raw -696953.724937 + Penalty 2887.408285 = -694066.316652
  nChanged 5
		SP:Iteration 38Q (189461.850000 sec): 3 clusters
  Score: Raw -696954.963853 + Penalty 2887.408285 = -694067.555568
  nChanged 3
		SP:Iteration 39Q (189462.060000 sec): 3 clusters
  Score: Raw -696955.408167 + Penalty 2887.408285 = -694067.999881
  nChanged 4
		SP:Iteration 40F (189462.260000 sec): 3 clusters
  Score: Raw -696956.777184 + Penalty 2887.408285 = -694069.368899
  nChanged 6
		SP:Iteration 41Q (189462.460000 sec): 3 clusters
  Score: Raw -696958.622838 + Penalty 2887.408285 = -694071.214553
  nChanged 3
		SP:Iteration 42Q (189462.660000 sec): 3 clusters
  Score: Raw -696960.023229 + Penalty 2887.408285 = -694072.614944
  nChanged 4
		SP:Iteration 43Q (189462.870000 sec): 3 clusters
  Score: Raw -696961.211930 + Penalty 2887.408285 = -694073.803645
  nChanged 4
		SP:Iteration 44Q (189463.070000 sec): 3 clusters
  Score: Raw -696962.633440 + Penalty 2887.408285 = -694075.225154
  nChanged 8
		SP:Iteration 45Q (189463.230000 sec): 3 clusters
  Score: Raw -696964.933434 + Penalty 2887.408285 = -694077.525149
  nChanged 10
		SP:Iteration 46Q (189463.340000 sec): 3 clusters
  Score: Raw -696967.913154 + Penalty 2887.408285 = -694080.504869
  nChanged 10
		SP:Iteration 47Q (189463.460000 sec): 3 clusters
  Score: Raw -696970.824063 + Penalty 2887.408285 = -694083.415778
  nChanged 17
		SP:Iteration 48Q (189463.590000 sec): 3 clusters
  Score: Raw -696976.513896 + Penalty 2887.408285 = -694089.105611
  nChanged 18
		SP:Iteration 49Q (189463.710000 sec): 3 clusters
  Score: Raw -696984.933827 + Penalty 2887.408285 = -694097.525542
  nChanged 27
		SP:Iteration 50Q (189463.830000 sec): 3 clusters
  Score: Raw -696997.113894 + Penalty 2887.408285 = -694109.705609
  nChanged 30
		SP:Iteration 51Q (189463.960000 sec): 3 clusters
  Score: Raw -697012.251553 + Penalty 2887.408285 = -694124.843268
  nChanged 31
		SP:Iteration 52Q (189464.080000 sec): 3 clusters
  Score: Raw -697025.288941 + Penalty 2887.408285 = -694137.880656
  nChanged 29
		SP:Iteration 53Q (189464.200000 sec): 3 clusters
  Score: Raw -697037.180183 + Penalty 2887.408285 = -694149.771898
  nChanged 25
		SP:Iteration 54Q (189464.320000 sec): 3 clusters
  Score: Raw -697046.990887 + Penalty 2887.408285 = -694159.582602
  nChanged 31
		SP:Iteration 55Q (189464.490000 sec): 3 clusters
  Score: Raw -697062.278388 + Penalty 2887.408285 = -694174.870103
  nChanged 21
		SP:Iteration 56Q (189464.700000 sec): 3 clusters
  Score: Raw -697072.046011 + Penalty 2887.408285 = -694184.637726
  nChanged 23
		SP:Iteration 57Q (189464.900000 sec): 3 clusters
  Score: Raw -697082.676879 + Penalty 2887.408285 = -694195.268593
  nChanged 18
		SP:Iteration 58Q (189465.100000 sec): 3 clusters
  Score: Raw -697092.854537 + Penalty 2887.408285 = -694205.446252
  nChanged 22
		SP:Iteration 59Q (189465.300000 sec): 3 clusters
  Score: Raw -697105.830965 + Penalty 2887.408285 = -694218.422680
  nChanged 23
		SP:Iteration 60F (189465.500000 sec): 3 clusters
  Score: Raw -697114.592653 + Penalty 2887.408285 = -694227.184367
  nChanged 17
		SP:Iteration 61Q (189465.710000 sec): 3 clusters
  Score: Raw -697121.266815 + Penalty 2887.408285 = -694233.858530
  nChanged 11
		SP:Iteration 62Q (189465.910000 sec): 3 clusters
  Score: Raw -697126.975010 + Penalty 2887.408285 = -694239.566725
  nChanged 10
		SP:Iteration 63Q (189466.110000 sec): 3 clusters
  Score: Raw -697131.716197 + Penalty 2887.408285 = -694244.307911
  nChanged 9
		SP:Iteration 64Q (189466.310000 sec): 3 clusters
  Score: Raw -697135.764151 + Penalty 2887.408285 = -694248.355866
  nChanged 9
		SP:Iteration 65Q (189466.510000 sec): 3 clusters
  Score: Raw -697140.190532 + Penalty 2887.408285 = -694252.782246
  nChanged 10
		SP:Iteration 66Q (189466.710000 sec): 3 clusters
  Score: Raw -697143.787725 + Penalty 2887.408285 = -694256.379439
  nChanged 8
		SP:Iteration 67Q (189466.910000 sec): 3 clusters
  Score: Raw -697148.032640 + Penalty 2887.408285 = -694260.624354
  nChanged 9
		SP:Iteration 68Q (189467.120000 sec): 3 clusters
  Score: Raw -697153.045081 + Penalty 2887.408285 = -694265.636796
  nChanged 11
		SP:Iteration 69Q (189467.320000 sec): 3 clusters
  Score: Raw -697156.901521 + Penalty 2887.408285 = -694269.493236
  nChanged 12
		SP:Iteration 70Q (189467.520000 sec): 3 clusters
  Score: Raw -697163.319486 + Penalty 2887.408285 = -694275.911201
  nChanged 6
		SP:Iteration 71Q (189467.730000 sec): 3 clusters
  Score: Raw -697165.335421 + Penalty 2887.408285 = -694277.927136
  nChanged 5
		SP:Iteration 72Q (189467.930000 sec): 3 clusters
  Score: Raw -697167.413816 + Penalty 2887.408285 = -694280.005530
  nChanged 4
		SP:Iteration 73Q (189468.130000 sec): 3 clusters
  Score: Raw -697169.583413 + Penalty 2887.408285 = -694282.175128
  nChanged 5
		SP:Iteration 74Q (189468.340000 sec): 3 clusters
  Score: Raw -697171.853241 + Penalty 2887.408285 = -694284.444956
  nChanged 6
		SP:Iteration 75Q (189468.540000 sec): 3 clusters
  Score: Raw -697176.351072 + Penalty 2887.408285 = -694288.942787
  nChanged 11
		SP:Iteration 76Q (189468.740000 sec): 3 clusters
  Score: Raw -697181.695330 + Penalty 2887.408285 = -694294.287045
  nChanged 7
		SP:Iteration 77Q (189468.950000 sec): 3 clusters
  Score: Raw -697185.009871 + Penalty 2887.408285 = -694297.601586
  nChanged 5
		SP:Iteration 78Q (189469.150000 sec): 3 clusters
  Score: Raw -697187.420150 + Penalty 2887.408285 = -694300.011864
  nChanged 5
		SP:Iteration 79Q (189469.350000 sec): 3 clusters
  Score: Raw -697189.883255 + Penalty 2887.408285 = -694302.474970
  nChanged 6
		SP:Iteration 80F (189469.550000 sec): 3 clusters
  Score: Raw -697192.942663 + Penalty 2887.408285 = -694305.534378
  nChanged 9
		SP:Iteration 81Q (189469.750000 sec): 3 clusters
  Score: Raw -697198.580120 + Penalty 2887.408285 = -694311.171835
  nChanged 6
		SP:Iteration 82Q (189469.860000 sec): 3 clusters
  Score: Raw -697202.478232 + Penalty 2887.408285 = -694315.069946
  nChanged 5
		SP:Iteration 83Q (189470.040000 sec): 3 clusters
  Score: Raw -697206.930927 + Penalty 2887.408285 = -694319.522641
  nChanged 8
		SP:Iteration 84Q (189470.250000 sec): 3 clusters
  Score: Raw -697210.451518 + Penalty 2887.408285 = -694323.043233
  nChanged 4
		SP:Iteration 85Q (189470.450000 sec): 3 clusters
  Score: Raw -697212.020901 + Penalty 2887.408285 = -694324.612616
  nChanged 5
		SP:Iteration 86Q (189470.650000 sec): 3 clusters
  Score: Raw -697214.576769 + Penalty 2887.408285 = -694327.168483
  nChanged 6
		SP:Iteration 87Q (189470.850000 sec): 3 clusters
  Score: Raw -697218.191820 + Penalty 2887.408285 = -694330.783534
  nChanged 3
		SP:Iteration 88Q (189471.050000 sec): 3 clusters
  Score: Raw -697219.045136 + Penalty 2887.408285 = -694331.636851
  nChanged 4
		SP:Iteration 89Q (189471.260000 sec): 3 clusters
  Score: Raw -697221.172921 + Penalty 2887.408285 = -694333.764636
  nChanged 4
		SP:Iteration 90Q (189471.450000 sec): 3 clusters
  Score: Raw -697223.882567 + Penalty 2887.408285 = -694336.474282
  nChanged 4
		SP:Iteration 91Q (189471.660000 sec): 3 clusters
  Score: Raw -697225.935471 + Penalty 2887.408285 = -694338.527186
  nChanged 5
		SP:Iteration 92Q (189471.860000 sec): 3 clusters
  Score: Raw -697227.773249 + Penalty 2887.408285 = -694340.364964
  nChanged 3
		SP:Iteration 93Q (189472.060000 sec): 3 clusters
  Score: Raw -697228.924105 + Penalty 2887.408285 = -694341.515820
  nChanged 1
		SP:Iteration 94Q (189472.260000 sec): 3 clusters
  Score: Raw -697229.507353 + Penalty 2887.408285 = -694342.099068
  nChanged 3
		SP:Iteration 95Q (189472.460000 sec): 3 clusters
  Score: Raw -697230.409347 + Penalty 2887.408285 = -694343.001061
  nChanged 0
		SP:Iteration 96F (189472.670000 sec): 3 clusters
  Score: Raw -697230.409347 + Penalty 2887.408285 = -694343.001061
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 86 (4402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189472.780000 sec): 2 clusters
  Score: Raw -367162.651614 + Penalty 1363.344818 = -365799.306796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189472.930000 sec): 3 clusters
  Score: Raw -364954.073472 + Penalty 2726.689635 = -362227.383836
  nChanged 1797
		SP:Iteration 1F (189473.030000 sec): 3 clusters
  Score: Raw -366464.715654 + Penalty 2726.689635 = -363738.026019
  nChanged 559
		SP:Iteration 2F (189473.110000 sec): 3 clusters
  Score: Raw -367228.715722 + Penalty 2726.689635 = -364502.026087
  nChanged 436
		SP:Iteration 3F (189473.190000 sec): 3 clusters
  Score: Raw -367795.986854 + Penalty 2726.689635 = -365069.297218
  nChanged 306
		SP:Iteration 4F (189473.270000 sec): 3 clusters
  Score: Raw -368124.528535 + Penalty 2726.689635 = -365397.838900
  nChanged 199
		SP:Iteration 5Q (189473.360000 sec): 3 clusters
  Score: Raw -368253.493331 + Penalty 2726.689635 = -365526.803696
  nChanged 97
		SP:Iteration 6Q (189473.440000 sec): 3 clusters
  Score: Raw -368299.599007 + Penalty 2726.689635 = -365572.909372
  nChanged 61
		SP:Iteration 7Q (189473.530000 sec): 3 clusters
  Score: Raw -368319.727950 + Penalty 2726.689635 = -365593.038315
  nChanged 50
		SP:Iteration 8Q (189473.610000 sec): 3 clusters
  Score: Raw -368338.581335 + Penalty 2726.689635 = -365611.891700
  nChanged 36
		SP:Iteration 9Q (189473.700000 sec): 3 clusters
  Score: Raw -368349.600250 + Penalty 2726.689635 = -365622.910615
  nChanged 28
		SP:Iteration 10Q (189473.780000 sec): 3 clusters
  Score: Raw -368360.594822 + Penalty 2726.689635 = -365633.905187
  nChanged 28
		SP:Iteration 11Q (189473.870000 sec): 3 clusters
  Score: Raw -368372.320254 + Penalty 2726.689635 = -365645.630619
  nChanged 28
		SP:Iteration 12Q (189474.030000 sec): 3 clusters
  Score: Raw -368380.713341 + Penalty 2726.689635 = -365654.023706
  nChanged 23
		SP:Iteration 13Q (189474.160000 sec): 3 clusters
  Score: Raw -368387.958326 + Penalty 2726.689635 = -365661.268691
  nChanged 17
		SP:Iteration 14Q (189474.340000 sec): 3 clusters
  Score: Raw -368392.952095 + Penalty 2726.689635 = -365666.262460
  nChanged 8
		SP:Iteration 15Q (189474.510000 sec): 3 clusters
  Score: Raw -368396.615637 + Penalty 2726.689635 = -365669.926002
  nChanged 8
		SP:Iteration 16Q (189474.690000 sec): 3 clusters
  Score: Raw -368398.061454 + Penalty 2726.689635 = -365671.371819
  nChanged 2
		SP:Iteration 17Q (189474.870000 sec): 3 clusters
  Score: Raw -368398.582531 + Penalty 2726.689635 = -365671.892896
  nChanged 3
		SP:Iteration 18Q (189475.040000 sec): 3 clusters
  Score: Raw -368399.150643 + Penalty 2726.689635 = -365672.461007
  nChanged 5
		SP:Iteration 19Q (189475.290000 sec): 3 clusters
  Score: Raw -368400.218682 + Penalty 2726.689635 = -365673.529046
  nChanged 2
		SP:Iteration 20F (189475.400000 sec): 3 clusters
  Score: Raw -368400.562923 + Penalty 2726.689635 = -365673.873288
  nChanged 1
		SP:Iteration 21Q (189475.570000 sec): 3 clusters
  Score: Raw -368400.754412 + Penalty 2726.689635 = -365674.064777
  nChanged 0
		SP:Iteration 22F (189475.750000 sec): 3 clusters
  Score: Raw -368400.754412 + Penalty 2726.689635 = -365674.064777
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 87 (2218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189475.830000 sec): 2 clusters
  Score: Raw -181713.553005 + Penalty 1251.958690 = -180461.594315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189476.000000 sec): 3 clusters
  Score: Raw -180714.124235 + Penalty 2503.917380 = -178210.206856
  nChanged 847
		SP:Iteration 1F (189476.180000 sec): 3 clusters
  Score: Raw -181257.890948 + Penalty 2503.917380 = -178753.973568
  nChanged 225
		SP:Iteration 2F (189476.350000 sec): 3 clusters
  Score: Raw -181466.131004 + Penalty 2503.917380 = -178962.213625
  nChanged 175
		SP:Iteration 3F (189476.530000 sec): 3 clusters
  Score: Raw -181662.823638 + Penalty 2503.917380 = -179158.906259
  nChanged 149
		SP:Iteration 4F (189476.710000 sec): 3 clusters
  Score: Raw -181825.343768 + Penalty 2503.917380 = -179321.426388
  nChanged 118
		SP:Iteration 5F (189476.880000 sec): 3 clusters
  Score: Raw -181950.980569 + Penalty 2503.917380 = -179447.063189
  nChanged 84
		SP:Iteration 6Q (189477.060000 sec): 3 clusters
  Score: Raw -182027.635138 + Penalty 2503.917380 = -179523.717758
  nChanged 58
		SP:Iteration 7Q (189477.230000 sec): 3 clusters
  Score: Raw -182071.509503 + Penalty 2503.917380 = -179567.592124
  nChanged 39
		SP:Iteration 8Q (189477.410000 sec): 3 clusters
  Score: Raw -182104.394484 + Penalty 2503.917380 = -179600.477104
  nChanged 42
		SP:Iteration 9Q (189477.590000 sec): 3 clusters
  Score: Raw -182139.950256 + Penalty 2503.917380 = -179636.032877
  nChanged 39
		SP:Iteration 10Q (189477.760000 sec): 3 clusters
  Score: Raw -182168.021582 + Penalty 2503.917380 = -179664.104203
  nChanged 28
		SP:Iteration 11Q (189477.860000 sec): 3 clusters
  Score: Raw -182189.887842 + Penalty 2503.917380 = -179685.970462
  nChanged 18
		SP:Iteration 12Q (189477.900000 sec): 3 clusters
  Score: Raw -182202.073204 + Penalty 2503.917380 = -179698.155824
  nChanged 14
		SP:Iteration 13Q (189477.950000 sec): 3 clusters
  Score: Raw -182215.348394 + Penalty 2503.917380 = -179711.431014
  nChanged 13
		SP:Iteration 14Q (189477.990000 sec): 3 clusters
  Score: Raw -182222.901672 + Penalty 2503.917380 = -179718.984293
  nChanged 13
		SP:Iteration 15Q (189478.030000 sec): 3 clusters
  Score: Raw -182231.827510 + Penalty 2503.917380 = -179727.910131
  nChanged 12
		SP:Iteration 16Q (189478.250000 sec): 3 clusters
  Score: Raw -182238.026413 + Penalty 2503.917380 = -179734.109033
  nChanged 4
		SP:Iteration 17Q (189478.410000 sec): 3 clusters
  Score: Raw -182239.664099 + Penalty 2503.917380 = -179735.746720
  nChanged 3
		SP:Iteration 18Q (189478.570000 sec): 3 clusters
  Score: Raw -182240.712170 + Penalty 2503.917380 = -179736.794790
  nChanged 4
		SP:Iteration 19Q (189478.730000 sec): 3 clusters
  Score: Raw -182243.076751 + Penalty 2503.917380 = -179739.159372
  nChanged 6
		SP:Iteration 20F (189478.890000 sec): 3 clusters
  Score: Raw -182246.748895 + Penalty 2503.917380 = -179742.831516
  nChanged 9
		SP:Iteration 21Q (189479.060000 sec): 3 clusters
  Score: Raw -182250.003880 + Penalty 2503.917380 = -179746.086500
  nChanged 8
		SP:Iteration 22Q (189479.220000 sec): 3 clusters
  Score: Raw -182253.860406 + Penalty 2503.917380 = -179749.943027
  nChanged 6
		SP:Iteration 23Q (189479.380000 sec): 3 clusters
  Score: Raw -182255.946003 + Penalty 2503.917380 = -179752.028623
  nChanged 5
		SP:Iteration 24Q (189479.540000 sec): 3 clusters
  Score: Raw -182261.231130 + Penalty 2503.917380 = -179757.313751
  nChanged 12
		SP:Iteration 25Q (189479.720000 sec): 3 clusters
  Score: Raw -182268.094733 + Penalty 2503.917380 = -179764.177354
  nChanged 8
		SP:Iteration 26Q (189479.890000 sec): 3 clusters
  Score: Raw -182273.740436 + Penalty 2503.917380 = -179769.823056
  nChanged 13
		SP:Iteration 27Q (189480.070000 sec): 3 clusters
  Score: Raw -182280.864100 + Penalty 2503.917380 = -179776.946721
  nChanged 8
		SP:Iteration 28Q (189480.250000 sec): 3 clusters
  Score: Raw -182284.217200 + Penalty 2503.917380 = -179780.299820
  nChanged 6
		SP:Iteration 29Q (189480.420000 sec): 3 clusters
  Score: Raw -182289.316180 + Penalty 2503.917380 = -179785.398800
  nChanged 9
		SP:Iteration 30Q (189480.590000 sec): 3 clusters
  Score: Raw -182295.429488 + Penalty 2503.917380 = -179791.512108
  nChanged 11
		SP:Iteration 31Q (189480.770000 sec): 3 clusters
  Score: Raw -182300.949871 + Penalty 2503.917380 = -179797.032491
  nChanged 8
		SP:Iteration 32Q (189480.950000 sec): 3 clusters
  Score: Raw -182305.493083 + Penalty 2503.917380 = -179801.575703
  nChanged 5
		SP:Iteration 33Q (189481.120000 sec): 3 clusters
  Score: Raw -182311.319120 + Penalty 2503.917380 = -179807.401740
  nChanged 12
		SP:Iteration 34Q (189481.300000 sec): 3 clusters
  Score: Raw -182320.959013 + Penalty 2503.917380 = -179817.041633
  nChanged 17
		SP:Iteration 35Q (189481.470000 sec): 3 clusters
  Score: Raw -182331.465321 + Penalty 2503.917380 = -179827.547942
  nChanged 15
		SP:Iteration 36Q (189481.650000 sec): 3 clusters
  Score: Raw -182339.080345 + Penalty 2503.917380 = -179835.162965
  nChanged 15
		SP:Iteration 37Q (189481.830000 sec): 3 clusters
  Score: Raw -182349.412336 + Penalty 2503.917380 = -179845.494956
  nChanged 18
		SP:Iteration 38Q (189482.000000 sec): 3 clusters
  Score: Raw -182363.880858 + Penalty 2503.917380 = -179859.963478
  nChanged 20
		SP:Iteration 39Q (189482.040000 sec): 3 clusters
  Score: Raw -182383.858418 + Penalty 2503.917380 = -179879.941038
  nChanged 20
		SP:Iteration 40F (189482.090000 sec): 3 clusters
  Score: Raw -182406.228815 + Penalty 2503.917380 = -179902.311435
  nChanged 29
		SP:Iteration 41Q (189482.130000 sec): 3 clusters
  Score: Raw -182438.929116 + Penalty 2503.917380 = -179935.011737
  nChanged 39
		SP:Iteration 42Q (189482.170000 sec): 3 clusters
  Score: Raw -182477.051550 + Penalty 2503.917380 = -179973.134170
  nChanged 32
		SP:Iteration 43Q (189482.210000 sec): 3 clusters
  Score: Raw -182502.485055 + Penalty 2503.917380 = -179998.567675
  nChanged 29
		SP:Iteration 44Q (189482.250000 sec): 3 clusters
  Score: Raw -182530.640611 + Penalty 2503.917380 = -180026.723231
  nChanged 25
		SP:Iteration 45Q (189482.300000 sec): 3 clusters
  Score: Raw -182550.606771 + Penalty 2503.917380 = -180046.689392
  nChanged 18
		SP:Iteration 46Q (189482.340000 sec): 3 clusters
  Score: Raw -182563.945520 + Penalty 2503.917380 = -180060.028141
  nChanged 13
		SP:Iteration 47Q (189482.380000 sec): 3 clusters
  Score: Raw -182571.953351 + Penalty 2503.917380 = -180068.035972
  nChanged 11
		SP:Iteration 48Q (189482.430000 sec): 3 clusters
  Score: Raw -182580.104845 + Penalty 2503.917380 = -180076.187466
  nChanged 8
		SP:Iteration 49Q (189482.470000 sec): 3 clusters
  Score: Raw -182584.107777 + Penalty 2503.917380 = -180080.190397
  nChanged 7
		SP:Iteration 50Q (189482.510000 sec): 3 clusters
  Score: Raw -182588.698184 + Penalty 2503.917380 = -180084.780804
  nChanged 10
		SP:Iteration 51Q (189482.550000 sec): 3 clusters
  Score: Raw -182593.832582 + Penalty 2503.917380 = -180089.915202
  nChanged 6
		SP:Iteration 52Q (189482.600000 sec): 3 clusters
  Score: Raw -182596.249488 + Penalty 2503.917380 = -180092.332109
  nChanged 3
		SP:Iteration 53Q (189482.640000 sec): 3 clusters
  Score: Raw -182598.007615 + Penalty 2503.917380 = -180094.090235
  nChanged 3
		SP:Iteration 54Q (189482.680000 sec): 3 clusters
  Score: Raw -182599.661975 + Penalty 2503.917380 = -180095.744596
  nChanged 0
		SP:Iteration 55F (189482.730000 sec): 3 clusters
  Score: Raw -182599.661975 + Penalty 2503.917380 = -180095.744596
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 88 (6239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189482.810000 sec): 2 clusters
  Score: Raw -537789.668998 + Penalty 1420.018469 = -536369.650530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189482.920000 sec): 3 clusters
  Score: Raw -534502.261286 + Penalty 2840.036937 = -531662.224348
  nChanged 2592
		SP:Iteration 1F (189483.020000 sec): 3 clusters
  Score: Raw -536003.875729 + Penalty 2840.036937 = -533163.838792
  nChanged 476
		SP:Iteration 2F (189483.120000 sec): 3 clusters
  Score: Raw -536331.504192 + Penalty 2840.036937 = -533491.467255
  nChanged 443
		SP:Iteration 3F (189483.210000 sec): 3 clusters
  Score: Raw -536648.613285 + Penalty 2840.036937 = -533808.576347
  nChanged 389
		SP:Iteration 4F (189483.310000 sec): 3 clusters
  Score: Raw -536926.948019 + Penalty 2840.036937 = -534086.911081
  nChanged 320
		SP:Iteration 5F (189483.410000 sec): 3 clusters
  Score: Raw -537122.828054 + Penalty 2840.036937 = -534282.791117
  nChanged 231
		SP:Iteration 6Q (189483.510000 sec): 3 clusters
  Score: Raw -537244.036656 + Penalty 2840.036937 = -534403.999719
  nChanged 205
		SP:Iteration 7Q (189483.610000 sec): 3 clusters
  Score: Raw -537336.038219 + Penalty 2840.036937 = -534496.001282
  nChanged 179
		SP:Iteration 8Q (189483.710000 sec): 3 clusters
  Score: Raw -537418.006234 + Penalty 2840.036937 = -534577.969297
  nChanged 152
		SP:Iteration 9Q (189483.820000 sec): 3 clusters
  Score: Raw -537485.605048 + Penalty 2840.036937 = -534645.568111
  nChanged 129
		SP:Iteration 10Q (189483.920000 sec): 3 clusters
  Score: Raw -537533.979612 + Penalty 2840.036937 = -534693.942675
  nChanged 92
		SP:Iteration 11Q (189484.020000 sec): 3 clusters
  Score: Raw -537560.211256 + Penalty 2840.036937 = -534720.174318
  nChanged 69
		SP:Iteration 12Q (189484.110000 sec): 3 clusters
  Score: Raw -537582.514797 + Penalty 2840.036937 = -534742.477859
  nChanged 64
		SP:Iteration 13Q (189484.210000 sec): 3 clusters
  Score: Raw -537597.403179 + Penalty 2840.036937 = -534757.366242
  nChanged 49
		SP:Iteration 14Q (189484.310000 sec): 3 clusters
  Score: Raw -537607.835729 + Penalty 2840.036937 = -534767.798791
  nChanged 40
		SP:Iteration 15Q (189484.410000 sec): 3 clusters
  Score: Raw -537617.568525 + Penalty 2840.036937 = -534777.531587
  nChanged 28
		SP:Iteration 16Q (189484.510000 sec): 3 clusters
  Score: Raw -537623.575767 + Penalty 2840.036937 = -534783.538829
  nChanged 33
		SP:Iteration 17Q (189484.600000 sec): 3 clusters
  Score: Raw -537630.640538 + Penalty 2840.036937 = -534790.603601
  nChanged 28
		SP:Iteration 18Q (189484.700000 sec): 3 clusters
  Score: Raw -537636.094500 + Penalty 2840.036937 = -534796.057562
  nChanged 26
		SP:Iteration 19Q (189484.890000 sec): 3 clusters
  Score: Raw -537641.387421 + Penalty 2840.036937 = -534801.350483
  nChanged 25
		SP:Iteration 20F (189485.060000 sec): 3 clusters
  Score: Raw -537646.537141 + Penalty 2840.036937 = -534806.500204
  nChanged 20
		SP:Iteration 21Q (189485.220000 sec): 3 clusters
  Score: Raw -537650.237132 + Penalty 2840.036937 = -534810.200194
  nChanged 17
		SP:Iteration 22Q (189485.390000 sec): 3 clusters
  Score: Raw -537654.501622 + Penalty 2840.036937 = -534814.464685
  nChanged 15
		SP:Iteration 23Q (189485.600000 sec): 3 clusters
  Score: Raw -537657.253181 + Penalty 2840.036937 = -534817.216243
  nChanged 23
		SP:Iteration 24Q (189485.760000 sec): 3 clusters
  Score: Raw -537660.464028 + Penalty 2840.036937 = -534820.427091
  nChanged 13
		SP:Iteration 25Q (189485.860000 sec): 3 clusters
  Score: Raw -537663.751663 + Penalty 2840.036937 = -534823.714725
  nChanged 12
		SP:Iteration 26Q (189485.960000 sec): 3 clusters
  Score: Raw -537667.083600 + Penalty 2840.036937 = -534827.046663
  nChanged 17
		SP:Iteration 27Q (189486.140000 sec): 3 clusters
  Score: Raw -537670.828783 + Penalty 2840.036937 = -534830.791845
  nChanged 15
		SP:Iteration 28Q (189486.310000 sec): 3 clusters
  Score: Raw -537673.873183 + Penalty 2840.036937 = -534833.836245
  nChanged 18
		SP:Iteration 29Q (189486.480000 sec): 3 clusters
  Score: Raw -537678.424747 + Penalty 2840.036937 = -534838.387810
  nChanged 19
		SP:Iteration 30Q (189486.640000 sec): 3 clusters
  Score: Raw -537682.662582 + Penalty 2840.036937 = -534842.625644
  nChanged 28
		SP:Iteration 31Q (189486.810000 sec): 3 clusters
  Score: Raw -537688.619333 + Penalty 2840.036937 = -534848.582396
  nChanged 18
		SP:Iteration 32Q (189486.970000 sec): 3 clusters
  Score: Raw -537691.374081 + Penalty 2840.036937 = -534851.337144
  nChanged 15
		SP:Iteration 33Q (189487.140000 sec): 3 clusters
  Score: Raw -537695.593363 + Penalty 2840.036937 = -534855.556425
  nChanged 17
		SP:Iteration 34Q (189487.300000 sec): 3 clusters
  Score: Raw -537701.966340 + Penalty 2840.036937 = -534861.929402
  nChanged 28
		SP:Iteration 35Q (189487.470000 sec): 3 clusters
  Score: Raw -537708.774655 + Penalty 2840.036937 = -534868.737718
  nChanged 23
		SP:Iteration 36Q (189487.620000 sec): 3 clusters
  Score: Raw -537714.309779 + Penalty 2840.036937 = -534874.272842
  nChanged 21
		SP:Iteration 37Q (189487.720000 sec): 3 clusters
  Score: Raw -537721.535740 + Penalty 2840.036937 = -534881.498803
  nChanged 26
		SP:Iteration 38Q (189487.810000 sec): 3 clusters
  Score: Raw -537728.592795 + Penalty 2840.036937 = -534888.555858
  nChanged 29
		SP:Iteration 39Q (189488.020000 sec): 3 clusters
  Score: Raw -537735.365355 + Penalty 2840.036937 = -534895.328417
  nChanged 24
		SP:Iteration 40F (189488.180000 sec): 3 clusters
  Score: Raw -537740.279489 + Penalty 2840.036937 = -534900.242551
  nChanged 19
		SP:Iteration 41Q (189488.350000 sec): 3 clusters
  Score: Raw -537744.152816 + Penalty 2840.036937 = -534904.115878
  nChanged 25
		SP:Iteration 42Q (189488.520000 sec): 3 clusters
  Score: Raw -537749.060460 + Penalty 2840.036937 = -534909.023523
  nChanged 14
		SP:Iteration 43Q (189488.680000 sec): 3 clusters
  Score: Raw -537751.792158 + Penalty 2840.036937 = -534911.755220
  nChanged 12
		SP:Iteration 44Q (189488.850000 sec): 3 clusters
  Score: Raw -537754.149269 + Penalty 2840.036937 = -534914.112332
  nChanged 16
		SP:Iteration 45Q (189489.040000 sec): 3 clusters
  Score: Raw -537756.066200 + Penalty 2840.036937 = -534916.029262
  nChanged 14
		SP:Iteration 46Q (189489.230000 sec): 3 clusters
  Score: Raw -537758.540608 + Penalty 2840.036937 = -534918.503671
  nChanged 17
		SP:Iteration 47Q (189489.440000 sec): 3 clusters
  Score: Raw -537761.456746 + Penalty 2840.036937 = -534921.419809
  nChanged 15
		SP:Iteration 48Q (189489.630000 sec): 3 clusters
  Score: Raw -537764.833313 + Penalty 2840.036937 = -534924.796376
  nChanged 15
		SP:Iteration 49Q (189489.840000 sec): 3 clusters
  Score: Raw -537766.931602 + Penalty 2840.036937 = -534926.894664
  nChanged 14
		SP:Iteration 50Q (189490.010000 sec): 3 clusters
  Score: Raw -537769.494497 + Penalty 2840.036937 = -534929.457560
  nChanged 11
		SP:Iteration 51Q (189490.150000 sec): 3 clusters
  Score: Raw -537771.188430 + Penalty 2840.036937 = -534931.151492
  nChanged 9
		SP:Iteration 52Q (189490.320000 sec): 3 clusters
  Score: Raw -537772.501184 + Penalty 2840.036937 = -534932.464247
  nChanged 9
		SP:Iteration 53Q (189490.490000 sec): 3 clusters
  Score: Raw -537773.679093 + Penalty 2840.036937 = -534933.642156
  nChanged 8
		SP:Iteration 54Q (189490.660000 sec): 3 clusters
  Score: Raw -537775.029268 + Penalty 2840.036937 = -534934.992331
  nChanged 12
		SP:Iteration 55Q (189490.820000 sec): 3 clusters
  Score: Raw -537776.950637 + Penalty 2840.036937 = -534936.913700
  nChanged 12
		SP:Iteration 56Q (189490.990000 sec): 3 clusters
  Score: Raw -537778.593467 + Penalty 2840.036937 = -534938.556530
  nChanged 8
		SP:Iteration 57Q (189491.180000 sec): 3 clusters
  Score: Raw -537779.709092 + Penalty 2840.036937 = -534939.672155
  nChanged 3
		SP:Iteration 58Q (189491.360000 sec): 3 clusters
  Score: Raw -537780.020880 + Penalty 2840.036937 = -534939.983943
  nChanged 1
		SP:Iteration 59Q (189491.530000 sec): 3 clusters
  Score: Raw -537780.180884 + Penalty 2840.036937 = -534940.143946
  nChanged 4
		SP:Iteration 60F (189491.700000 sec): 3 clusters
  Score: Raw -537780.628591 + Penalty 2840.036937 = -534940.591654
  nChanged 2
		SP:Iteration 61Q (189491.860000 sec): 3 clusters
  Score: Raw -537780.837314 + Penalty 2840.036937 = -534940.800377
  nChanged 1
		SP:Iteration 62Q (189492.030000 sec): 3 clusters
  Score: Raw -537780.889603 + Penalty 2840.036937 = -534940.852666
  nChanged 1
		SP:Iteration 63Q (189492.190000 sec): 3 clusters
  Score: Raw -537780.964164 + Penalty 2840.036937 = -534940.927226
  nChanged 1
		SP:Iteration 64Q (189492.360000 sec): 3 clusters
  Score: Raw -537781.323646 + Penalty 2840.036937 = -534941.286709
  nChanged 5
		SP:Iteration 65Q (189492.520000 sec): 3 clusters
  Score: Raw -537782.237079 + Penalty 2840.036937 = -534942.200141
  nChanged 6
		SP:Iteration 66Q (189492.690000 sec): 3 clusters
  Score: Raw -537782.941738 + Penalty 2840.036937 = -534942.904800
  nChanged 7
		SP:Iteration 67Q (189492.860000 sec): 3 clusters
  Score: Raw -537783.683781 + Penalty 2840.036937 = -534943.646844
  nChanged 5
		SP:Iteration 68Q (189493.020000 sec): 3 clusters
  Score: Raw -537784.115908 + Penalty 2840.036937 = -534944.078971
  nChanged 3
		SP:Iteration 69Q (189493.190000 sec): 3 clusters
  Score: Raw -537784.527107 + Penalty 2840.036937 = -534944.490170
  nChanged 3
		SP:Iteration 70Q (189493.330000 sec): 3 clusters
  Score: Raw -537784.948317 + Penalty 2840.036937 = -534944.911380
  nChanged 2
		SP:Iteration 71Q (189493.430000 sec): 3 clusters
  Score: Raw -537785.508379 + Penalty 2840.036937 = -534945.471441
  nChanged 3
		SP:Iteration 72Q (189493.530000 sec): 3 clusters
  Score: Raw -537785.770464 + Penalty 2840.036937 = -534945.733526
  nChanged 2
		SP:Iteration 73Q (189493.630000 sec): 3 clusters
  Score: Raw -537786.040827 + Penalty 2840.036937 = -534946.003890
  nChanged 4
		SP:Iteration 74Q (189493.740000 sec): 3 clusters
  Score: Raw -537786.307641 + Penalty 2840.036937 = -534946.270703
  nChanged 2
		SP:Iteration 75Q (189493.840000 sec): 3 clusters
  Score: Raw -537786.487541 + Penalty 2840.036937 = -534946.450603
  nChanged 1
		SP:Iteration 76Q (189494.020000 sec): 3 clusters
  Score: Raw -537786.585780 + Penalty 2840.036937 = -534946.548842
  nChanged 2
		SP:Iteration 77Q (189494.240000 sec): 3 clusters
  Score: Raw -537786.923691 + Penalty 2840.036937 = -534946.886753
  nChanged 1
		SP:Iteration 78Q (189494.410000 sec): 3 clusters
  Score: Raw -537787.050704 + Penalty 2840.036937 = -534947.013766
  nChanged 0
		SP:Iteration 79F (189494.590000 sec): 3 clusters
  Score: Raw -537787.050704 + Penalty 2840.036937 = -534947.013766
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 89 (9991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189494.690000 sec): 2 clusters
  Score: Raw -914316.935139 + Penalty 1496.533995 = -912820.401145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189494.940000 sec): 3 clusters
  Score: Raw -908607.338193 + Penalty 2993.067989 = -905614.270204
  nChanged 4334
		SP:Iteration 1F (189495.160000 sec): 3 clusters
  Score: Raw -910923.730550 + Penalty 2993.067989 = -907930.662561
  nChanged 660
		SP:Iteration 2F (189495.380000 sec): 3 clusters
  Score: Raw -911261.340686 + Penalty 2993.067989 = -908268.272697
  nChanged 584
		SP:Iteration 3F (189495.610000 sec): 3 clusters
  Score: Raw -911573.908522 + Penalty 2993.067989 = -908580.840533
  nChanged 569
		SP:Iteration 4F (189495.830000 sec): 3 clusters
  Score: Raw -911889.153549 + Penalty 2993.067989 = -908896.085559
  nChanged 588
		SP:Iteration 5F (189496.060000 sec): 3 clusters
  Score: Raw -912251.318169 + Penalty 2993.067989 = -909258.250180
  nChanged 575
		SP:Iteration 6F (189496.290000 sec): 3 clusters
  Score: Raw -912601.786862 + Penalty 2993.067989 = -909608.718873
  nChanged 536
		SP:Iteration 7F (189496.430000 sec): 3 clusters
  Score: Raw -912921.699399 + Penalty 2993.067989 = -909928.631409
  nChanged 455
		SP:Iteration 8Q (189496.660000 sec): 3 clusters
  Score: Raw -913164.658660 + Penalty 2993.067989 = -910171.590671
  nChanged 358
		SP:Iteration 9Q (189496.890000 sec): 3 clusters
  Score: Raw -913336.458640 + Penalty 2993.067989 = -910343.390651
  nChanged 304
		SP:Iteration 10Q (189497.120000 sec): 3 clusters
  Score: Raw -913460.535132 + Penalty 2993.067989 = -910467.467143
  nChanged 222
		SP:Iteration 11Q (189497.340000 sec): 3 clusters
  Score: Raw -913537.247748 + Penalty 2993.067989 = -910544.179759
  nChanged 182
		SP:Iteration 12Q (189497.570000 sec): 3 clusters
  Score: Raw -913603.959244 + Penalty 2993.067989 = -910610.891255
  nChanged 160
		SP:Iteration 13Q (189497.800000 sec): 3 clusters
  Score: Raw -913650.579193 + Penalty 2993.067989 = -910657.511204
  nChanged 112
		SP:Iteration 14Q (189498.020000 sec): 3 clusters
  Score: Raw -913684.266577 + Penalty 2993.067989 = -910691.198588
  nChanged 99
		SP:Iteration 15Q (189498.250000 sec): 3 clusters
  Score: Raw -913707.021864 + Penalty 2993.067989 = -910713.953875
  nChanged 78
		SP:Iteration 16Q (189498.480000 sec): 3 clusters
  Score: Raw -913725.088390 + Penalty 2993.067989 = -910732.020401
  nChanged 71
		SP:Iteration 17Q (189498.700000 sec): 3 clusters
  Score: Raw -913742.324122 + Penalty 2993.067989 = -910749.256132
  nChanged 64
		SP:Iteration 18Q (189498.930000 sec): 3 clusters
  Score: Raw -913756.568666 + Penalty 2993.067989 = -910763.500677
  nChanged 62
		SP:Iteration 19Q (189499.160000 sec): 3 clusters
  Score: Raw -913768.782651 + Penalty 2993.067989 = -910775.714662
  nChanged 47
		SP:Iteration 20F (189499.390000 sec): 3 clusters
  Score: Raw -913777.775420 + Penalty 2993.067989 = -910784.707431
  nChanged 40
		SP:Iteration 21Q (189499.620000 sec): 3 clusters
  Score: Raw -913787.034621 + Penalty 2993.067989 = -910793.966632
  nChanged 46
		SP:Iteration 22Q (189499.840000 sec): 3 clusters
  Score: Raw -913796.337391 + Penalty 2993.067989 = -910803.269402
  nChanged 35
		SP:Iteration 23Q (189500.070000 sec): 3 clusters
  Score: Raw -913803.258052 + Penalty 2993.067989 = -910810.190063
  nChanged 29
		SP:Iteration 24Q (189500.300000 sec): 3 clusters
  Score: Raw -913809.295226 + Penalty 2993.067989 = -910816.227237
  nChanged 33
		SP:Iteration 25Q (189500.520000 sec): 3 clusters
  Score: Raw -913816.535383 + Penalty 2993.067989 = -910823.467394
  nChanged 36
		SP:Iteration 26Q (189500.750000 sec): 3 clusters
  Score: Raw -913826.014797 + Penalty 2993.067989 = -910832.946808
  nChanged 43
		SP:Iteration 27Q (189500.980000 sec): 3 clusters
  Score: Raw -913835.341652 + Penalty 2993.067989 = -910842.273663
  nChanged 38
		SP:Iteration 28Q (189501.210000 sec): 3 clusters
  Score: Raw -913842.501441 + Penalty 2993.067989 = -910849.433452
  nChanged 37
		SP:Iteration 29Q (189501.440000 sec): 3 clusters
  Score: Raw -913850.192797 + Penalty 2993.067989 = -910857.124808
  nChanged 38
		SP:Iteration 30Q (189501.660000 sec): 3 clusters
  Score: Raw -913858.292770 + Penalty 2993.067989 = -910865.224781
  nChanged 39
		SP:Iteration 31Q (189501.930000 sec): 3 clusters
  Score: Raw -913866.186866 + Penalty 2993.067989 = -910873.118876
  nChanged 42
		SP:Iteration 32Q (189502.160000 sec): 3 clusters
  Score: Raw -913874.418625 + Penalty 2993.067989 = -910881.350635
  nChanged 37
		SP:Iteration 33Q (189502.400000 sec): 3 clusters
  Score: Raw -913881.485978 + Penalty 2993.067989 = -910888.417988
  nChanged 28
		SP:Iteration 34Q (189502.630000 sec): 3 clusters
  Score: Raw -913888.569001 + Penalty 2993.067989 = -910895.501012
  nChanged 41
		SP:Iteration 35Q (189502.860000 sec): 3 clusters
  Score: Raw -913896.149494 + Penalty 2993.067989 = -910903.081505
  nChanged 31
		SP:Iteration 36Q (189503.090000 sec): 3 clusters
  Score: Raw -913901.619655 + Penalty 2993.067989 = -910908.551666
  nChanged 28
		SP:Iteration 37Q (189503.320000 sec): 3 clusters
  Score: Raw -913907.912049 + Penalty 2993.067989 = -910914.844059
  nChanged 33
		SP:Iteration 38Q (189503.550000 sec): 3 clusters
  Score: Raw -913915.443436 + Penalty 2993.067989 = -910922.375447
  nChanged 39
		SP:Iteration 39Q (189503.830000 sec): 3 clusters
  Score: Raw -913925.170284 + Penalty 2993.067989 = -910932.102295
  nChanged 40
		SP:Iteration 40F (189504.060000 sec): 3 clusters
  Score: Raw -913934.978097 + Penalty 2993.067989 = -910941.910108
  nChanged 41
		SP:Iteration 41Q (189504.280000 sec): 3 clusters
  Score: Raw -913947.397471 + Penalty 2993.067989 = -910954.329482
  nChanged 49
		SP:Iteration 42Q (189504.510000 sec): 3 clusters
  Score: Raw -913961.095116 + Penalty 2993.067989 = -910968.027127
  nChanged 50
		SP:Iteration 43Q (189504.740000 sec): 3 clusters
  Score: Raw -913976.136161 + Penalty 2993.067989 = -910983.068172
  nChanged 49
		SP:Iteration 44Q (189504.970000 sec): 3 clusters
  Score: Raw -913991.175872 + Penalty 2993.067989 = -910998.107882
  nChanged 45
		SP:Iteration 45Q (189505.200000 sec): 3 clusters
  Score: Raw -914007.616803 + Penalty 2993.067989 = -911014.548814
  nChanged 54
		SP:Iteration 46Q (189505.420000 sec): 3 clusters
  Score: Raw -914023.529391 + Penalty 2993.067989 = -911030.461401
  nChanged 60
		SP:Iteration 47Q (189505.650000 sec): 3 clusters
  Score: Raw -914040.854866 + Penalty 2993.067989 = -911047.786877
  nChanged 55
		SP:Iteration 48Q (189505.880000 sec): 3 clusters
  Score: Raw -914059.122449 + Penalty 2993.067989 = -911066.054460
  nChanged 42
		SP:Iteration 49Q (189506.110000 sec): 3 clusters
  Score: Raw -914069.699871 + Penalty 2993.067989 = -911076.631882
  nChanged 40
		SP:Iteration 50Q (189506.340000 sec): 3 clusters
  Score: Raw -914080.864787 + Penalty 2993.067989 = -911087.796798
  nChanged 42
		SP:Iteration 51Q (189506.570000 sec): 3 clusters
  Score: Raw -914093.240099 + Penalty 2993.067989 = -911100.172110
  nChanged 45
		SP:Iteration 52Q (189506.800000 sec): 3 clusters
  Score: Raw -914106.031826 + Penalty 2993.067989 = -911112.963837
  nChanged 51
		SP:Iteration 53Q (189507.020000 sec): 3 clusters
  Score: Raw -914124.034005 + Penalty 2993.067989 = -911130.966016
  nChanged 53
		SP:Iteration 54Q (189507.250000 sec): 3 clusters
  Score: Raw -914140.158603 + Penalty 2993.067989 = -911147.090614
  nChanged 40
		SP:Iteration 55Q (189507.480000 sec): 3 clusters
  Score: Raw -914151.290734 + Penalty 2993.067989 = -911158.222745
  nChanged 39
		SP:Iteration 56Q (189507.710000 sec): 3 clusters
  Score: Raw -914162.488640 + Penalty 2993.067989 = -911169.420651
  nChanged 42
		SP:Iteration 57Q (189507.940000 sec): 3 clusters
  Score: Raw -914173.795408 + Penalty 2993.067989 = -911180.727419
  nChanged 36
		SP:Iteration 58Q (189508.170000 sec): 3 clusters
  Score: Raw -914184.794693 + Penalty 2993.067989 = -911191.726704
  nChanged 28
		SP:Iteration 59Q (189508.400000 sec): 3 clusters
  Score: Raw -914193.079822 + Penalty 2993.067989 = -911200.011833
  nChanged 29
		SP:Iteration 60F (189508.620000 sec): 3 clusters
  Score: Raw -914201.242859 + Penalty 2993.067989 = -911208.174870
  nChanged 24
		SP:Iteration 61Q (189508.850000 sec): 3 clusters
  Score: Raw -914210.630247 + Penalty 2993.067989 = -911217.562257
  nChanged 33
		SP:Iteration 62Q (189509.080000 sec): 3 clusters
  Score: Raw -914224.125557 + Penalty 2993.067989 = -911231.057568
  nChanged 32
		SP:Iteration 63Q (189509.310000 sec): 3 clusters
  Score: Raw -914236.900492 + Penalty 2993.067989 = -911243.832503
  nChanged 36
		SP:Iteration 64Q (189509.540000 sec): 3 clusters
  Score: Raw -914251.935394 + Penalty 2993.067989 = -911258.867405
  nChanged 37
		SP:Iteration 65Q (189509.770000 sec): 3 clusters
  Score: Raw -914266.516276 + Penalty 2993.067989 = -911273.448287
  nChanged 39
		SP:Iteration 66Q (189510.000000 sec): 3 clusters
  Score: Raw -914282.240160 + Penalty 2993.067989 = -911289.172171
  nChanged 41
		SP:Iteration 67Q (189510.220000 sec): 3 clusters
  Score: Raw -914298.719760 + Penalty 2993.067989 = -911305.651771
  nChanged 41
		SP:Iteration 68Q (189510.450000 sec): 3 clusters
  Score: Raw -914315.573932 + Penalty 2993.067989 = -911322.505943
  nChanged 35
		SP:Iteration 69Q (189510.680000 sec): 3 clusters
  Score: Raw -914328.015215 + Penalty 2993.067989 = -911334.947225
  nChanged 34
		SP:Iteration 70Q (189510.910000 sec): 3 clusters
  Score: Raw -914342.492231 + Penalty 2993.067989 = -911349.424242
  nChanged 30
		SP:Iteration 71Q (189511.140000 sec): 3 clusters
  Score: Raw -914353.917352 + Penalty 2993.067989 = -911360.849363
  nChanged 26
		SP:Iteration 72Q (189511.370000 sec): 3 clusters
  Score: Raw -914364.209230 + Penalty 2993.067989 = -911371.141241
  nChanged 25
		SP:Iteration 73Q (189511.600000 sec): 3 clusters
  Score: Raw -914373.158432 + Penalty 2993.067989 = -911380.090443
  nChanged 28
		SP:Iteration 74Q (189511.820000 sec): 3 clusters
  Score: Raw -914384.061194 + Penalty 2993.067989 = -911390.993205
  nChanged 23
		SP:Iteration 75Q (189512.050000 sec): 3 clusters
  Score: Raw -914394.032015 + Penalty 2993.067989 = -911400.964026
  nChanged 23
		SP:Iteration 76Q (189512.280000 sec): 3 clusters
  Score: Raw -914404.971463 + Penalty 2993.067989 = -911411.903474
  nChanged 28
		SP:Iteration 77Q (189512.500000 sec): 3 clusters
  Score: Raw -914416.419200 + Penalty 2993.067989 = -911423.351211
  nChanged 25
		SP:Iteration 78Q (189512.710000 sec): 3 clusters
  Score: Raw -914427.070982 + Penalty 2993.067989 = -911434.002993
  nChanged 18
		SP:Iteration 79Q (189512.930000 sec): 3 clusters
  Score: Raw -914435.598481 + Penalty 2993.067989 = -911442.530492
  nChanged 18
		SP:Iteration 80F (189513.160000 sec): 3 clusters
  Score: Raw -914443.212500 + Penalty 2993.067989 = -911450.144510
  nChanged 19
		SP:Iteration 81Q (189513.390000 sec): 3 clusters
  Score: Raw -914452.170694 + Penalty 2993.067989 = -911459.102705
  nChanged 20
		SP:Iteration 82Q (189513.620000 sec): 3 clusters
  Score: Raw -914459.915013 + Penalty 2993.067989 = -911466.847024
  nChanged 18
		SP:Iteration 83Q (189513.840000 sec): 3 clusters
  Score: Raw -914466.812903 + Penalty 2993.067989 = -911473.744914
  nChanged 14
		SP:Iteration 84Q (189514.070000 sec): 3 clusters
  Score: Raw -914471.935370 + Penalty 2993.067989 = -911478.867380
  nChanged 16
		SP:Iteration 85Q (189514.300000 sec): 3 clusters
  Score: Raw -914478.596571 + Penalty 2993.067989 = -911485.528582
  nChanged 8
		SP:Iteration 86Q (189514.530000 sec): 3 clusters
  Score: Raw -914481.693391 + Penalty 2993.067989 = -911488.625402
  nChanged 7
		SP:Iteration 87Q (189514.760000 sec): 3 clusters
  Score: Raw -914485.499303 + Penalty 2993.067989 = -911492.431314
  nChanged 13
		SP:Iteration 88Q (189515.020000 sec): 3 clusters
  Score: Raw -914491.638656 + Penalty 2993.067989 = -911498.570667
  nChanged 11
		SP:Iteration 89Q (189515.220000 sec): 3 clusters
  Score: Raw -914497.768151 + Penalty 2993.067989 = -911504.700162
  nChanged 7
		SP:Iteration 90Q (189515.460000 sec): 3 clusters
  Score: Raw -914500.501971 + Penalty 2993.067989 = -911507.433982
  nChanged 5
		SP:Iteration 91Q (189515.690000 sec): 3 clusters
  Score: Raw -914502.856491 + Penalty 2993.067989 = -911509.788501
  nChanged 5
		SP:Iteration 92Q (189515.910000 sec): 3 clusters
  Score: Raw -914504.735080 + Penalty 2993.067989 = -911511.667091
  nChanged 6
		SP:Iteration 93Q (189516.140000 sec): 3 clusters
  Score: Raw -914507.459000 + Penalty 2993.067989 = -911514.391011
  nChanged 3
		SP:Iteration 94Q (189516.370000 sec): 3 clusters
  Score: Raw -914508.860194 + Penalty 2993.067989 = -911515.792204
  nChanged 10
		SP:Iteration 95Q (189516.590000 sec): 3 clusters
  Score: Raw -914513.520797 + Penalty 2993.067989 = -911520.452808
  nChanged 4
		SP:Iteration 96Q (189516.820000 sec): 3 clusters
  Score: Raw -914515.769968 + Penalty 2993.067989 = -911522.701979
  nChanged 3
		SP:Iteration 97Q (189517.050000 sec): 3 clusters
  Score: Raw -914517.007778 + Penalty 2993.067989 = -911523.939789
  nChanged 4
		SP:Iteration 98Q (189517.270000 sec): 3 clusters
  Score: Raw -914519.575949 + Penalty 2993.067989 = -911526.507960
  nChanged 7
		SP:Iteration 99Q (189517.500000 sec): 3 clusters
  Score: Raw -914522.152299 + Penalty 2993.067989 = -911529.084309
  nChanged 6
		SP:Iteration 100F (189517.730000 sec): 3 clusters
  Score: Raw -914524.921689 + Penalty 2993.067989 = -911531.853700
  nChanged 6
		SP:Iteration 101Q (189517.960000 sec): 3 clusters
  Score: Raw -914527.284147 + Penalty 2993.067989 = -911534.216158
  nChanged 3
		SP:Iteration 102Q (189518.190000 sec): 3 clusters
  Score: Raw -914528.832356 + Penalty 2993.067989 = -911535.764366
  nChanged 3
		SP:Iteration 103Q (189518.410000 sec): 3 clusters
  Score: Raw -914529.904222 + Penalty 2993.067989 = -911536.836233
  nChanged 4
		SP:Iteration 104Q (189518.640000 sec): 3 clusters
  Score: Raw -914530.997763 + Penalty 2993.067989 = -911537.929774
  nChanged 3
		SP:Iteration 105Q (189518.870000 sec): 3 clusters
  Score: Raw -914532.172131 + Penalty 2993.067989 = -911539.104141
  nChanged 2
		SP:Iteration 106Q (189519.090000 sec): 3 clusters
  Score: Raw -914532.892418 + Penalty 2993.067989 = -911539.824429
  nChanged 5
		SP:Iteration 107Q (189519.320000 sec): 3 clusters
  Score: Raw -914535.447719 + Penalty 2993.067989 = -911542.379730
  nChanged 5
		SP:Iteration 108Q (189519.550000 sec): 3 clusters
  Score: Raw -914538.279664 + Penalty 2993.067989 = -911545.211674
  nChanged 4
		SP:Iteration 109Q (189519.770000 sec): 3 clusters
  Score: Raw -914539.753943 + Penalty 2993.067989 = -911546.685954
  nChanged 3
		SP:Iteration 110Q (189520.000000 sec): 3 clusters
  Score: Raw -914540.950921 + Penalty 2993.067989 = -911547.882932
  nChanged 2
		SP:Iteration 111Q (189520.230000 sec): 3 clusters
  Score: Raw -914541.971146 + Penalty 2993.067989 = -911548.903157
  nChanged 1
		SP:Iteration 112Q (189520.450000 sec): 3 clusters
  Score: Raw -914543.262848 + Penalty 2993.067989 = -911550.194858
  nChanged 3
		SP:Iteration 113Q (189520.680000 sec): 3 clusters
  Score: Raw -914545.000483 + Penalty 2993.067989 = -911551.932494
  nChanged 4
		SP:Iteration 114Q (189520.910000 sec): 3 clusters
  Score: Raw -914546.951919 + Penalty 2993.067989 = -911553.883929
  nChanged 4
		SP:Iteration 115Q (189521.130000 sec): 3 clusters
  Score: Raw -914548.912537 + Penalty 2993.067989 = -911555.844548
  nChanged 3
		SP:Iteration 116Q (189521.360000 sec): 3 clusters
  Score: Raw -914550.242435 + Penalty 2993.067989 = -911557.174446
  nChanged 1
		SP:Iteration 117Q (189521.590000 sec): 3 clusters
  Score: Raw -914550.497134 + Penalty 2993.067989 = -911557.429145
  nChanged 1
		SP:Iteration 118Q (189521.810000 sec): 3 clusters
  Score: Raw -914550.914000 + Penalty 2993.067989 = -911557.846011
  nChanged 3
		SP:Iteration 119Q (189522.040000 sec): 3 clusters
  Score: Raw -914552.262111 + Penalty 2993.067989 = -911559.194122
  nChanged 2
		SP:Iteration 120F (189522.270000 sec): 3 clusters
  Score: Raw -914553.362999 + Penalty 2993.067989 = -911560.295009
  nChanged 4
		SP:Iteration 121Q (189522.500000 sec): 3 clusters
  Score: Raw -914556.234962 + Penalty 2993.067989 = -911563.166973
  nChanged 7
		SP:Iteration 122Q (189522.720000 sec): 3 clusters
  Score: Raw -914559.652295 + Penalty 2993.067989 = -911566.584306
  nChanged 3
		SP:Iteration 123Q (189522.950000 sec): 3 clusters
  Score: Raw -914561.069616 + Penalty 2993.067989 = -911568.001627
  nChanged 4
		SP:Iteration 124Q (189523.220000 sec): 3 clusters
  Score: Raw -914561.746846 + Penalty 2993.067989 = -911568.678857
  nChanged 2
		SP:Iteration 125Q (189523.440000 sec): 3 clusters
  Score: Raw -914562.467892 + Penalty 2993.067989 = -911569.399902
  nChanged 1
		SP:Iteration 126Q (189523.580000 sec): 3 clusters
  Score: Raw -914563.006338 + Penalty 2993.067989 = -911569.938349
  nChanged 0
		SP:Iteration 127F (189523.790000 sec): 3 clusters
  Score: Raw -914563.006338 + Penalty 2993.067989 = -911569.938349
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 90 (470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189523.870000 sec): 2 clusters
  Score: Raw -31910.277257 + Penalty 999.819063 = -30910.458194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189524.040000 sec): 3 clusters
  Score: Raw -31891.712138 + Penalty 1999.638126 = -29892.074013
  nChanged 111
		SP:Iteration 1F (189524.220000 sec): 3 clusters
  Score: Raw -32056.849786 + Penalty 1999.638126 = -30057.211660
  nChanged 30
		SP:Iteration 2F (189524.390000 sec): 3 clusters
  Score: Raw -32106.973083 + Penalty 1999.638126 = -30107.334957
  nChanged 17
		SP:Iteration 3Q (189524.570000 sec): 3 clusters
  Score: Raw -32135.226312 + Penalty 1999.638126 = -30135.588186
  nChanged 8
		SP:Iteration 4Q (189524.750000 sec): 3 clusters
  Score: Raw -32148.666946 + Penalty 1999.638126 = -30149.028820
  nChanged 5
		SP:Iteration 5Q (189524.920000 sec): 3 clusters
  Score: Raw -32162.697032 + Penalty 1999.638126 = -30163.058907
  nChanged 4
		SP:Iteration 6Q (189525.100000 sec): 3 clusters
  Score: Raw -32173.247265 + Penalty 1999.638126 = -30173.609139
  nChanged 3
		SP:Iteration 7Q (189525.270000 sec): 3 clusters
  Score: Raw -32176.836511 + Penalty 1999.638126 = -30177.198385
  nChanged 1
		SP:Iteration 8Q (189525.450000 sec): 3 clusters
  Score: Raw -32181.369734 + Penalty 1999.638126 = -30181.731608
  nChanged 2
		SP:Iteration 9Q (189525.630000 sec): 3 clusters
  Score: Raw -32187.655314 + Penalty 1999.638126 = -30188.017189
  nChanged 0
		SP:Iteration 10F (189525.800000 sec): 3 clusters
  Score: Raw -32187.655314 + Penalty 1999.638126 = -30188.017189
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 91 (4319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189525.930000 sec): 2 clusters
  Score: Raw -344088.607930 + Penalty 1360.251616 = -342728.356315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189526.090000 sec): 3 clusters
  Score: Raw -341953.011774 + Penalty 2720.503231 = -339232.508543
  nChanged 1690
		SP:Iteration 1F (189526.180000 sec): 3 clusters
  Score: Raw -342959.746614 + Penalty 2720.503231 = -340239.243383
  nChanged 363
		SP:Iteration 2F (189526.270000 sec): 3 clusters
  Score: Raw -343239.270628 + Penalty 2720.503231 = -340518.767397
  nChanged 299
		SP:Iteration 3F (189526.350000 sec): 3 clusters
  Score: Raw -343502.610230 + Penalty 2720.503231 = -340782.106999
  nChanged 272
		SP:Iteration 4F (189526.440000 sec): 3 clusters
  Score: Raw -343737.926862 + Penalty 2720.503231 = -341017.423631
  nChanged 245
		SP:Iteration 5F (189526.530000 sec): 3 clusters
  Score: Raw -343914.745184 + Penalty 2720.503231 = -341194.241953
  nChanged 188
		SP:Iteration 6Q (189526.610000 sec): 3 clusters
  Score: Raw -344040.175722 + Penalty 2720.503231 = -341319.672491
  nChanged 162
		SP:Iteration 7Q (189526.690000 sec): 3 clusters
  Score: Raw -344140.664612 + Penalty 2720.503231 = -341420.161380
  nChanged 129
		SP:Iteration 8Q (189526.780000 sec): 3 clusters
  Score: Raw -344203.491515 + Penalty 2720.503231 = -341482.988284
  nChanged 88
		SP:Iteration 9Q (189526.860000 sec): 3 clusters
  Score: Raw -344252.112221 + Penalty 2720.503231 = -341531.608990
  nChanged 84
		SP:Iteration 10Q (189526.950000 sec): 3 clusters
  Score: Raw -344287.396602 + Penalty 2720.503231 = -341566.893370
  nChanged 69
		SP:Iteration 11Q (189527.030000 sec): 3 clusters
  Score: Raw -344318.680343 + Penalty 2720.503231 = -341598.177112
  nChanged 60
		SP:Iteration 12Q (189527.200000 sec): 3 clusters
  Score: Raw -344339.647283 + Penalty 2720.503231 = -341619.144052
  nChanged 55
		SP:Iteration 13Q (189527.330000 sec): 3 clusters
  Score: Raw -344360.231627 + Penalty 2720.503231 = -341639.728396
  nChanged 42
		SP:Iteration 14Q (189527.510000 sec): 3 clusters
  Score: Raw -344378.812119 + Penalty 2720.503231 = -341658.308888
  nChanged 31
		SP:Iteration 15Q (189527.680000 sec): 3 clusters
  Score: Raw -344391.865259 + Penalty 2720.503231 = -341671.362027
  nChanged 40
		SP:Iteration 16Q (189527.860000 sec): 3 clusters
  Score: Raw -344411.079094 + Penalty 2720.503231 = -341690.575863
  nChanged 39
		SP:Iteration 17Q (189528.030000 sec): 3 clusters
  Score: Raw -344427.565025 + Penalty 2720.503231 = -341707.061794
  nChanged 41
		SP:Iteration 18Q (189528.210000 sec): 3 clusters
  Score: Raw -344445.710034 + Penalty 2720.503231 = -341725.206802
  nChanged 35
		SP:Iteration 19Q (189528.390000 sec): 3 clusters
  Score: Raw -344459.828762 + Penalty 2720.503231 = -341739.325531
  nChanged 26
		SP:Iteration 20F (189528.560000 sec): 3 clusters
  Score: Raw -344468.583914 + Penalty 2720.503231 = -341748.080682
  nChanged 21
		SP:Iteration 21Q (189528.740000 sec): 3 clusters
  Score: Raw -344476.322360 + Penalty 2720.503231 = -341755.819129
  nChanged 18
		SP:Iteration 22Q (189528.910000 sec): 3 clusters
  Score: Raw -344483.942424 + Penalty 2720.503231 = -341763.439192
  nChanged 26
		SP:Iteration 23Q (189529.090000 sec): 3 clusters
  Score: Raw -344492.543816 + Penalty 2720.503231 = -341772.040584
  nChanged 13
		SP:Iteration 24Q (189529.270000 sec): 3 clusters
  Score: Raw -344495.772347 + Penalty 2720.503231 = -341775.269115
  nChanged 12
		SP:Iteration 25Q (189529.440000 sec): 3 clusters
  Score: Raw -344498.526687 + Penalty 2720.503231 = -341778.023456
  nChanged 14
		SP:Iteration 26Q (189529.620000 sec): 3 clusters
  Score: Raw -344503.014995 + Penalty 2720.503231 = -341782.511764
  nChanged 14
		SP:Iteration 27Q (189529.790000 sec): 3 clusters
  Score: Raw -344506.813493 + Penalty 2720.503231 = -341786.310262
  nChanged 14
		SP:Iteration 28Q (189529.970000 sec): 3 clusters
  Score: Raw -344511.395219 + Penalty 2720.503231 = -341790.891988
  nChanged 9
		SP:Iteration 29Q (189530.150000 sec): 3 clusters
  Score: Raw -344513.441593 + Penalty 2720.503231 = -341792.938362
  nChanged 8
		SP:Iteration 30Q (189530.320000 sec): 3 clusters
  Score: Raw -344515.295738 + Penalty 2720.503231 = -341794.792506
  nChanged 9
		SP:Iteration 31Q (189530.490000 sec): 3 clusters
  Score: Raw -344517.742907 + Penalty 2720.503231 = -341797.239676
  nChanged 8
		SP:Iteration 32Q (189530.670000 sec): 3 clusters
  Score: Raw -344520.359984 + Penalty 2720.503231 = -341799.856753
  nChanged 10
		SP:Iteration 33Q (189530.840000 sec): 3 clusters
  Score: Raw -344522.367136 + Penalty 2720.503231 = -341801.863905
  nChanged 5
		SP:Iteration 34Q (189531.020000 sec): 3 clusters
  Score: Raw -344523.915661 + Penalty 2720.503231 = -341803.412430
  nChanged 3
		SP:Iteration 35Q (189531.190000 sec): 3 clusters
  Score: Raw -344525.302156 + Penalty 2720.503231 = -341804.798925
  nChanged 3
		SP:Iteration 36Q (189531.370000 sec): 3 clusters
  Score: Raw -344526.172966 + Penalty 2720.503231 = -341805.669735
  nChanged 7
		SP:Iteration 37Q (189531.540000 sec): 3 clusters
  Score: Raw -344527.676132 + Penalty 2720.503231 = -341807.172901
  nChanged 6
		SP:Iteration 38Q (189531.720000 sec): 3 clusters
  Score: Raw -344529.595024 + Penalty 2720.503231 = -341809.091792
  nChanged 7
		SP:Iteration 39Q (189531.890000 sec): 3 clusters
  Score: Raw -344531.277747 + Penalty 2720.503231 = -341810.774516
  nChanged 5
		SP:Iteration 40F (189532.070000 sec): 3 clusters
  Score: Raw -344532.670208 + Penalty 2720.503231 = -341812.166977
  nChanged 5
		SP:Iteration 41Q (189532.250000 sec): 3 clusters
  Score: Raw -344534.232921 + Penalty 2720.503231 = -341813.729690
  nChanged 4
		SP:Iteration 42Q (189532.420000 sec): 3 clusters
  Score: Raw -344534.919265 + Penalty 2720.503231 = -341814.416033
  nChanged 3
		SP:Iteration 43Q (189532.600000 sec): 3 clusters
  Score: Raw -344535.275872 + Penalty 2720.503231 = -341814.772641
  nChanged 2
		SP:Iteration 44Q (189532.770000 sec): 3 clusters
  Score: Raw -344535.477671 + Penalty 2720.503231 = -341814.974440
  nChanged 1
		SP:Iteration 45Q (189532.930000 sec): 3 clusters
  Score: Raw -344535.606151 + Penalty 2720.503231 = -341815.102920
  nChanged 1
		SP:Iteration 46Q (189533.130000 sec): 3 clusters
  Score: Raw -344535.779159 + Penalty 2720.503231 = -341815.275928
  nChanged 0
		SP:Iteration 47F (189533.300000 sec): 3 clusters
  Score: Raw -344535.779159 + Penalty 2720.503231 = -341815.275928
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 92 (4793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189533.390000 sec): 2 clusters
  Score: Raw -354069.411463 + Penalty 1377.173167 = -352692.238296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189533.570000 sec): 3 clusters
  Score: Raw -351545.786776 + Penalty 2754.346335 = -348791.440442
  nChanged 1886
		SP:Iteration 1F (189533.750000 sec): 3 clusters
  Score: Raw -352666.586528 + Penalty 2754.346335 = -349912.240193
  nChanged 401
		SP:Iteration 2F (189533.920000 sec): 3 clusters
  Score: Raw -352945.806986 + Penalty 2754.346335 = -350191.460651
  nChanged 352
		SP:Iteration 3F (189534.140000 sec): 3 clusters
  Score: Raw -353179.802324 + Penalty 2754.346335 = -350425.455990
  nChanged 275
		SP:Iteration 4F (189534.280000 sec): 3 clusters
  Score: Raw -353385.866640 + Penalty 2754.346335 = -350631.520305
  nChanged 250
		SP:Iteration 5F (189534.510000 sec): 3 clusters
  Score: Raw -353571.028227 + Penalty 2754.346335 = -350816.681893
  nChanged 236
		SP:Iteration 6Q (189534.660000 sec): 3 clusters
  Score: Raw -353715.795946 + Penalty 2754.346335 = -350961.449612
  nChanged 207
		SP:Iteration 7Q (189534.890000 sec): 3 clusters
  Score: Raw -353820.228200 + Penalty 2754.346335 = -351065.881865
  nChanged 144
		SP:Iteration 8Q (189535.030000 sec): 3 clusters
  Score: Raw -353883.631611 + Penalty 2754.346335 = -351129.285276
  nChanged 106
		SP:Iteration 9Q (189535.250000 sec): 3 clusters
  Score: Raw -353931.190465 + Penalty 2754.346335 = -351176.844131
  nChanged 90
		SP:Iteration 10Q (189535.420000 sec): 3 clusters
  Score: Raw -353972.691173 + Penalty 2754.346335 = -351218.344839
  nChanged 66
		SP:Iteration 11Q (189535.600000 sec): 3 clusters
  Score: Raw -353995.705975 + Penalty 2754.346335 = -351241.359640
  nChanged 48
		SP:Iteration 12Q (189535.780000 sec): 3 clusters
  Score: Raw -354010.349565 + Penalty 2754.346335 = -351256.003230
  nChanged 38
		SP:Iteration 13Q (189535.950000 sec): 3 clusters
  Score: Raw -354021.338142 + Penalty 2754.346335 = -351266.991807
  nChanged 29
		SP:Iteration 14Q (189536.120000 sec): 3 clusters
  Score: Raw -354030.201439 + Penalty 2754.346335 = -351275.855104
  nChanged 24
		SP:Iteration 15Q (189536.300000 sec): 3 clusters
  Score: Raw -354037.051047 + Penalty 2754.346335 = -351282.704712
  nChanged 23
		SP:Iteration 16Q (189536.480000 sec): 3 clusters
  Score: Raw -354043.913610 + Penalty 2754.346335 = -351289.567275
  nChanged 14
		SP:Iteration 17Q (189536.650000 sec): 3 clusters
  Score: Raw -354047.756144 + Penalty 2754.346335 = -351293.409809
  nChanged 17
		SP:Iteration 18Q (189536.830000 sec): 3 clusters
  Score: Raw -354050.707239 + Penalty 2754.346335 = -351296.360904
  nChanged 9
		SP:Iteration 19Q (189537.000000 sec): 3 clusters
  Score: Raw -354053.107059 + Penalty 2754.346335 = -351298.760724
  nChanged 10
		SP:Iteration 20F (189537.180000 sec): 3 clusters
  Score: Raw -354057.009036 + Penalty 2754.346335 = -351302.662701
  nChanged 14
		SP:Iteration 21Q (189537.320000 sec): 3 clusters
  Score: Raw -354059.895062 + Penalty 2754.346335 = -351305.548727
  nChanged 9
		SP:Iteration 22Q (189537.420000 sec): 3 clusters
  Score: Raw -354061.654565 + Penalty 2754.346335 = -351307.308230
  nChanged 13
		SP:Iteration 23Q (189537.510000 sec): 3 clusters
  Score: Raw -354063.598328 + Penalty 2754.346335 = -351309.251994
  nChanged 7
		SP:Iteration 24Q (189537.610000 sec): 3 clusters
  Score: Raw -354065.671864 + Penalty 2754.346335 = -351311.325529
  nChanged 8
		SP:Iteration 25Q (189537.700000 sec): 3 clusters
  Score: Raw -354067.296778 + Penalty 2754.346335 = -351312.950443
  nChanged 7
		SP:Iteration 26Q (189537.800000 sec): 3 clusters
  Score: Raw -354068.305084 + Penalty 2754.346335 = -351313.958749
  nChanged 7
		SP:Iteration 27Q (189537.930000 sec): 3 clusters
  Score: Raw -354069.424697 + Penalty 2754.346335 = -351315.078362
  nChanged 6
		SP:Iteration 28Q (189538.110000 sec): 3 clusters
  Score: Raw -354070.456496 + Penalty 2754.346335 = -351316.110161
  nChanged 1
		SP:Iteration 29Q (189538.280000 sec): 3 clusters
  Score: Raw -354070.805334 + Penalty 2754.346335 = -351316.458999
  nChanged 2
		SP:Iteration 30Q (189538.460000 sec): 3 clusters
  Score: Raw -354071.187092 + Penalty 2754.346335 = -351316.840757
  nChanged 3
		SP:Iteration 31Q (189538.640000 sec): 3 clusters
  Score: Raw -354072.079197 + Penalty 2754.346335 = -351317.732862
  nChanged 1
		SP:Iteration 32Q (189538.810000 sec): 3 clusters
  Score: Raw -354072.155557 + Penalty 2754.346335 = -351317.809222
  nChanged 0
		SP:Iteration 33F (189538.990000 sec): 3 clusters
  Score: Raw -354072.155557 + Penalty 2754.346335 = -351317.809222
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 93 (2534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189539.060000 sec): 2 clusters
  Score: Raw -194275.484933 + Penalty 1273.602584 = -193001.882350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189539.240000 sec): 3 clusters
  Score: Raw -193117.380646 + Penalty 2547.205167 = -190570.175479
  nChanged 953
		SP:Iteration 1F (189539.410000 sec): 3 clusters
  Score: Raw -193740.450768 + Penalty 2547.205167 = -191193.245601
  nChanged 233
		SP:Iteration 2F (189539.590000 sec): 3 clusters
  Score: Raw -193927.553616 + Penalty 2547.205167 = -191380.348449
  nChanged 145
		SP:Iteration 3F (189539.760000 sec): 3 clusters
  Score: Raw -194037.291793 + Penalty 2547.205167 = -191490.086626
  nChanged 122
		SP:Iteration 4Q (189539.940000 sec): 3 clusters
  Score: Raw -194147.851314 + Penalty 2547.205167 = -191600.646147
  nChanged 107
		SP:Iteration 5Q (189540.100000 sec): 3 clusters
  Score: Raw -194244.731595 + Penalty 2547.205167 = -191697.526428
  nChanged 97
		SP:Iteration 6Q (189540.270000 sec): 3 clusters
  Score: Raw -194321.049895 + Penalty 2547.205167 = -191773.844728
  nChanged 83
		SP:Iteration 7Q (189540.430000 sec): 3 clusters
  Score: Raw -194383.582405 + Penalty 2547.205167 = -191836.377238
  nChanged 81
		SP:Iteration 8Q (189540.600000 sec): 3 clusters
  Score: Raw -194440.647675 + Penalty 2547.205167 = -191893.442508
  nChanged 68
		SP:Iteration 9Q (189540.760000 sec): 3 clusters
  Score: Raw -194501.783499 + Penalty 2547.205167 = -191954.578332
  nChanged 60
		SP:Iteration 10Q (189540.920000 sec): 3 clusters
  Score: Raw -194551.722317 + Penalty 2547.205167 = -192004.517149
  nChanged 67
		SP:Iteration 11Q (189541.080000 sec): 3 clusters
  Score: Raw -194602.928641 + Penalty 2547.205167 = -192055.723473
  nChanged 53
		SP:Iteration 12Q (189541.250000 sec): 3 clusters
  Score: Raw -194652.072563 + Penalty 2547.205167 = -192104.867396
  nChanged 53
		SP:Iteration 13Q (189541.410000 sec): 3 clusters
  Score: Raw -194694.222858 + Penalty 2547.205167 = -192147.017691
  nChanged 44
		SP:Iteration 14Q (189541.580000 sec): 3 clusters
  Score: Raw -194745.630303 + Penalty 2547.205167 = -192198.425135
  nChanged 65
		SP:Iteration 15Q (189541.740000 sec): 3 clusters
  Score: Raw -194818.015928 + Penalty 2547.205167 = -192270.810761
  nChanged 61
		SP:Iteration 16Q (189541.900000 sec): 3 clusters
  Score: Raw -194875.826969 + Penalty 2547.205167 = -192328.621801
  nChanged 57
		SP:Iteration 17Q (189542.070000 sec): 3 clusters
  Score: Raw -194929.779115 + Penalty 2547.205167 = -192382.573947
  nChanged 43
		SP:Iteration 18Q (189542.220000 sec): 3 clusters
  Score: Raw -194967.132222 + Penalty 2547.205167 = -192419.927055
  nChanged 40
		SP:Iteration 19Q (189542.400000 sec): 3 clusters
  Score: Raw -194993.080537 + Penalty 2547.205167 = -192445.875370
  nChanged 29
		SP:Iteration 20F (189542.570000 sec): 3 clusters
  Score: Raw -195010.145815 + Penalty 2547.205167 = -192462.940648
  nChanged 19
		SP:Iteration 21Q (189542.750000 sec): 3 clusters
  Score: Raw -195018.225929 + Penalty 2547.205167 = -192471.020761
  nChanged 16
		SP:Iteration 22Q (189542.920000 sec): 3 clusters
  Score: Raw -195023.850405 + Penalty 2547.205167 = -192476.645238
  nChanged 9
		SP:Iteration 23Q (189543.100000 sec): 3 clusters
  Score: Raw -195028.043628 + Penalty 2547.205167 = -192480.838461
  nChanged 7
		SP:Iteration 24Q (189543.280000 sec): 3 clusters
  Score: Raw -195031.283231 + Penalty 2547.205167 = -192484.078063
  nChanged 5
		SP:Iteration 25Q (189543.340000 sec): 3 clusters
  Score: Raw -195033.363009 + Penalty 2547.205167 = -192486.157842
  nChanged 7
		SP:Iteration 26Q (189543.390000 sec): 3 clusters
  Score: Raw -195036.205384 + Penalty 2547.205167 = -192489.000217
  nChanged 6
		SP:Iteration 27Q (189543.440000 sec): 3 clusters
  Score: Raw -195039.289504 + Penalty 2547.205167 = -192492.084337
  nChanged 8
		SP:Iteration 28Q (189543.490000 sec): 3 clusters
  Score: Raw -195044.113535 + Penalty 2547.205167 = -192496.908368
  nChanged 10
		SP:Iteration 29Q (189543.540000 sec): 3 clusters
  Score: Raw -195049.929319 + Penalty 2547.205167 = -192502.724152
  nChanged 8
		SP:Iteration 30Q (189543.590000 sec): 3 clusters
  Score: Raw -195053.360498 + Penalty 2547.205167 = -192506.155330
  nChanged 9
		SP:Iteration 31Q (189543.640000 sec): 3 clusters
  Score: Raw -195056.294295 + Penalty 2547.205167 = -192509.089127
  nChanged 9
		SP:Iteration 32Q (189543.690000 sec): 3 clusters
  Score: Raw -195059.579162 + Penalty 2547.205167 = -192512.373995
  nChanged 7
		SP:Iteration 33Q (189543.740000 sec): 3 clusters
  Score: Raw -195061.743056 + Penalty 2547.205167 = -192514.537889
  nChanged 4
		SP:Iteration 34Q (189543.790000 sec): 3 clusters
  Score: Raw -195063.835656 + Penalty 2547.205167 = -192516.630489
  nChanged 5
		SP:Iteration 35Q (189543.840000 sec): 3 clusters
  Score: Raw -195065.845485 + Penalty 2547.205167 = -192518.640317
  nChanged 3
		SP:Iteration 36Q (189543.890000 sec): 3 clusters
  Score: Raw -195067.336515 + Penalty 2547.205167 = -192520.131348
  nChanged 4
		SP:Iteration 37Q (189543.940000 sec): 3 clusters
  Score: Raw -195069.023452 + Penalty 2547.205167 = -192521.818284
  nChanged 2
		SP:Iteration 38Q (189543.990000 sec): 3 clusters
  Score: Raw -195070.600256 + Penalty 2547.205167 = -192523.395088
  nChanged 3
		SP:Iteration 39Q (189544.040000 sec): 3 clusters
  Score: Raw -195071.185038 + Penalty 2547.205167 = -192523.979870
  nChanged 1
		SP:Iteration 40F (189544.080000 sec): 3 clusters
  Score: Raw -195071.431361 + Penalty 2547.205167 = -192524.226194
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 94 (9067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189544.240000 sec): 2 clusters
  Score: Raw -695204.168174 + Penalty 1480.764468 = -693723.403706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189544.400000 sec): 3 clusters
  Score: Raw -690137.205879 + Penalty 2961.528936 = -687175.676942
  nChanged 3879
		SP:Iteration 1F (189544.630000 sec): 3 clusters
  Score: Raw -692390.626610 + Penalty 2961.528936 = -689429.097674
  nChanged 706
		SP:Iteration 2F (189544.750000 sec): 3 clusters
  Score: Raw -692894.805695 + Penalty 2961.528936 = -689933.276758
  nChanged 654
		SP:Iteration 3F (189544.900000 sec): 3 clusters
  Score: Raw -693322.342496 + Penalty 2961.528936 = -690360.813560
  nChanged 540
		SP:Iteration 4F (189545.040000 sec): 3 clusters
  Score: Raw -693626.157870 + Penalty 2961.528936 = -690664.628933
  nChanged 448
		SP:Iteration 5Q (189545.170000 sec): 3 clusters
  Score: Raw -693888.317395 + Penalty 2961.528936 = -690926.788458
  nChanged 390
		SP:Iteration 6Q (189545.310000 sec): 3 clusters
  Score: Raw -694104.275778 + Penalty 2961.528936 = -691142.746842
  nChanged 327
		SP:Iteration 7Q (189545.500000 sec): 3 clusters
  Score: Raw -694275.613566 + Penalty 2961.528936 = -691314.084630
  nChanged 287
		SP:Iteration 8Q (189545.690000 sec): 3 clusters
  Score: Raw -694418.438417 + Penalty 2961.528936 = -691456.909480
  nChanged 254
		SP:Iteration 9Q (189545.890000 sec): 3 clusters
  Score: Raw -694546.708146 + Penalty 2961.528936 = -691585.179210
  nChanged 239
		SP:Iteration 10Q (189546.080000 sec): 3 clusters
  Score: Raw -694653.595196 + Penalty 2961.528936 = -691692.066260
  nChanged 210
		SP:Iteration 11Q (189546.270000 sec): 3 clusters
  Score: Raw -694748.165262 + Penalty 2961.528936 = -691786.636325
  nChanged 157
		SP:Iteration 12Q (189546.470000 sec): 3 clusters
  Score: Raw -694814.549734 + Penalty 2961.528936 = -691853.020798
  nChanged 149
		SP:Iteration 13Q (189546.660000 sec): 3 clusters
  Score: Raw -694876.591196 + Penalty 2961.528936 = -691915.062260
  nChanged 123
		SP:Iteration 14Q (189546.850000 sec): 3 clusters
  Score: Raw -694917.721977 + Penalty 2961.528936 = -691956.193040
  nChanged 104
		SP:Iteration 15Q (189547.040000 sec): 3 clusters
  Score: Raw -694952.607537 + Penalty 2961.528936 = -691991.078601
  nChanged 93
		SP:Iteration 16Q (189547.270000 sec): 3 clusters
  Score: Raw -694981.136339 + Penalty 2961.528936 = -692019.607402
  nChanged 82
		SP:Iteration 17Q (189547.460000 sec): 3 clusters
  Score: Raw -695004.995509 + Penalty 2961.528936 = -692043.466573
  nChanged 67
		SP:Iteration 18Q (189547.660000 sec): 3 clusters
  Score: Raw -695023.938328 + Penalty 2961.528936 = -692062.409391
  nChanged 64
		SP:Iteration 19Q (189547.850000 sec): 3 clusters
  Score: Raw -695043.287874 + Penalty 2961.528936 = -692081.758938
  nChanged 80
		SP:Iteration 20F (189548.040000 sec): 3 clusters
  Score: Raw -695063.934208 + Penalty 2961.528936 = -692102.405271
  nChanged 69
		SP:Iteration 21Q (189548.230000 sec): 3 clusters
  Score: Raw -695083.690010 + Penalty 2961.528936 = -692122.161073
  nChanged 70
		SP:Iteration 22Q (189548.430000 sec): 3 clusters
  Score: Raw -695106.503640 + Penalty 2961.528936 = -692144.974703
  nChanged 73
		SP:Iteration 23Q (189548.610000 sec): 3 clusters
  Score: Raw -695131.808627 + Penalty 2961.528936 = -692170.279690
  nChanged 64
		SP:Iteration 24Q (189548.810000 sec): 3 clusters
  Score: Raw -695154.989401 + Penalty 2961.528936 = -692193.460465
  nChanged 68
		SP:Iteration 25Q (189549.000000 sec): 3 clusters
  Score: Raw -695178.551671 + Penalty 2961.528936 = -692217.022734
  nChanged 67
		SP:Iteration 26Q (189549.190000 sec): 3 clusters
  Score: Raw -695201.184749 + Penalty 2961.528936 = -692239.655813
  nChanged 60
		SP:Iteration 27Q (189549.390000 sec): 3 clusters
  Score: Raw -695219.886269 + Penalty 2961.528936 = -692258.357332
  nChanged 61
		SP:Iteration 28Q (189549.580000 sec): 3 clusters
  Score: Raw -695239.488190 + Penalty 2961.528936 = -692277.959254
  nChanged 51
		SP:Iteration 29Q (189549.770000 sec): 3 clusters
  Score: Raw -695252.514556 + Penalty 2961.528936 = -692290.985620
  nChanged 39
		SP:Iteration 30Q (189549.960000 sec): 3 clusters
  Score: Raw -695261.384709 + Penalty 2961.528936 = -692299.855772
  nChanged 39
		SP:Iteration 31Q (189550.200000 sec): 3 clusters
  Score: Raw -695271.472792 + Penalty 2961.528936 = -692309.943855
  nChanged 27
		SP:Iteration 32Q (189550.390000 sec): 3 clusters
  Score: Raw -695277.696923 + Penalty 2961.528936 = -692316.167987
  nChanged 23
		SP:Iteration 33Q (189550.580000 sec): 3 clusters
  Score: Raw -695282.544757 + Penalty 2961.528936 = -692321.015820
  nChanged 22
		SP:Iteration 34Q (189550.770000 sec): 3 clusters
  Score: Raw -695286.842817 + Penalty 2961.528936 = -692325.313880
  nChanged 28
		SP:Iteration 35Q (189550.970000 sec): 3 clusters
  Score: Raw -695292.187510 + Penalty 2961.528936 = -692330.658574
  nChanged 17
		SP:Iteration 36Q (189551.160000 sec): 3 clusters
  Score: Raw -695295.605895 + Penalty 2961.528936 = -692334.076959
  nChanged 13
		SP:Iteration 37Q (189551.350000 sec): 3 clusters
  Score: Raw -695298.807097 + Penalty 2961.528936 = -692337.278160
  nChanged 9
		SP:Iteration 38Q (189551.550000 sec): 3 clusters
  Score: Raw -695301.176696 + Penalty 2961.528936 = -692339.647759
  nChanged 15
		SP:Iteration 39Q (189551.730000 sec): 3 clusters
  Score: Raw -695304.496947 + Penalty 2961.528936 = -692342.968010
  nChanged 19
		SP:Iteration 40F (189551.930000 sec): 3 clusters
  Score: Raw -695310.344828 + Penalty 2961.528936 = -692348.815892
  nChanged 28
		SP:Iteration 41Q (189552.120000 sec): 3 clusters
  Score: Raw -695317.577526 + Penalty 2961.528936 = -692356.048589
  nChanged 33
		SP:Iteration 42Q (189552.310000 sec): 3 clusters
  Score: Raw -695325.897108 + Penalty 2961.528936 = -692364.368172
  nChanged 29
		SP:Iteration 43Q (189552.500000 sec): 3 clusters
  Score: Raw -695332.563762 + Penalty 2961.528936 = -692371.034825
  nChanged 21
		SP:Iteration 44Q (189552.720000 sec): 3 clusters
  Score: Raw -695337.845335 + Penalty 2961.528936 = -692376.316399
  nChanged 23
		SP:Iteration 45Q (189552.890000 sec): 3 clusters
  Score: Raw -695343.699497 + Penalty 2961.528936 = -692382.170561
  nChanged 20
		SP:Iteration 46Q (189553.060000 sec): 3 clusters
  Score: Raw -695347.101050 + Penalty 2961.528936 = -692385.572114
  nChanged 16
		SP:Iteration 47Q (189553.240000 sec): 3 clusters
  Score: Raw -695349.725939 + Penalty 2961.528936 = -692388.197002
  nChanged 5
		SP:Iteration 48Q (189553.410000 sec): 3 clusters
  Score: Raw -695350.531489 + Penalty 2961.528936 = -692389.002552
  nChanged 7
		SP:Iteration 49Q (189553.580000 sec): 3 clusters
  Score: Raw -695351.865829 + Penalty 2961.528936 = -692390.336892
  nChanged 12
		SP:Iteration 50Q (189553.760000 sec): 3 clusters
  Score: Raw -695355.591983 + Penalty 2961.528936 = -692394.063046
  nChanged 17
		SP:Iteration 51Q (189553.950000 sec): 3 clusters
  Score: Raw -695359.916146 + Penalty 2961.528936 = -692398.387209
  nChanged 13
		SP:Iteration 52Q (189554.160000 sec): 3 clusters
  Score: Raw -695362.730296 + Penalty 2961.528936 = -692401.201360
  nChanged 5
		SP:Iteration 53Q (189554.360000 sec): 3 clusters
  Score: Raw -695363.895386 + Penalty 2961.528936 = -692402.366450
  nChanged 7
		SP:Iteration 54Q (189554.550000 sec): 3 clusters
  Score: Raw -695366.034918 + Penalty 2961.528936 = -692404.505982
  nChanged 7
		SP:Iteration 55Q (189554.740000 sec): 3 clusters
  Score: Raw -695368.210359 + Penalty 2961.528936 = -692406.681422
  nChanged 9
		SP:Iteration 56Q (189554.940000 sec): 3 clusters
  Score: Raw -695370.136597 + Penalty 2961.528936 = -692408.607660
  nChanged 9
		SP:Iteration 57Q (189555.120000 sec): 3 clusters
  Score: Raw -695372.844030 + Penalty 2961.528936 = -692411.315093
  nChanged 11
		SP:Iteration 58Q (189555.310000 sec): 3 clusters
  Score: Raw -695375.684736 + Penalty 2961.528936 = -692414.155800
  nChanged 7
		SP:Iteration 59Q (189555.510000 sec): 3 clusters
  Score: Raw -695376.607543 + Penalty 2961.528936 = -692415.078606
  nChanged 6
		SP:Iteration 60F (189555.700000 sec): 3 clusters
  Score: Raw -695377.491255 + Penalty 2961.528936 = -692415.962318
  nChanged 3
		SP:Iteration 61Q (189555.890000 sec): 3 clusters
  Score: Raw -695378.501309 + Penalty 2961.528936 = -692416.972372
  nChanged 5
		SP:Iteration 62Q (189556.080000 sec): 3 clusters
  Score: Raw -695379.802224 + Penalty 2961.528936 = -692418.273288
  nChanged 5
		SP:Iteration 63Q (189556.280000 sec): 3 clusters
  Score: Raw -695380.746696 + Penalty 2961.528936 = -692419.217759
  nChanged 3
		SP:Iteration 64Q (189556.470000 sec): 3 clusters
  Score: Raw -695381.475249 + Penalty 2961.528936 = -692419.946313
  nChanged 3
		SP:Iteration 65Q (189556.670000 sec): 3 clusters
  Score: Raw -695381.970297 + Penalty 2961.528936 = -692420.441360
  nChanged 5
		SP:Iteration 66Q (189556.860000 sec): 3 clusters
  Score: Raw -695383.627318 + Penalty 2961.528936 = -692422.098381
  nChanged 8
		SP:Iteration 67Q (189557.050000 sec): 3 clusters
  Score: Raw -695385.234803 + Penalty 2961.528936 = -692423.705867
  nChanged 10
		SP:Iteration 68Q (189557.250000 sec): 3 clusters
  Score: Raw -695387.542561 + Penalty 2961.528936 = -692426.013624
  nChanged 16
		SP:Iteration 69Q (189557.440000 sec): 3 clusters
  Score: Raw -695392.691793 + Penalty 2961.528936 = -692431.162857
  nChanged 20
		SP:Iteration 70Q (189557.630000 sec): 3 clusters
  Score: Raw -695397.132064 + Penalty 2961.528936 = -692435.603127
  nChanged 17
		SP:Iteration 71Q (189557.820000 sec): 3 clusters
  Score: Raw -695400.883876 + Penalty 2961.528936 = -692439.354939
  nChanged 12
		SP:Iteration 72Q (189557.940000 sec): 3 clusters
  Score: Raw -695403.123353 + Penalty 2961.528936 = -692441.594416
  nChanged 13
		SP:Iteration 73Q (189558.180000 sec): 3 clusters
  Score: Raw -695406.051309 + Penalty 2961.528936 = -692444.522373
  nChanged 13
		SP:Iteration 74Q (189558.330000 sec): 3 clusters
  Score: Raw -695408.837717 + Penalty 2961.528936 = -692447.308781
  nChanged 10
		SP:Iteration 75Q (189558.530000 sec): 3 clusters
  Score: Raw -695410.330317 + Penalty 2961.528936 = -692448.801380
  nChanged 8
		SP:Iteration 76Q (189558.720000 sec): 3 clusters
  Score: Raw -695411.775785 + Penalty 2961.528936 = -692450.246848
  nChanged 7
		SP:Iteration 77Q (189558.910000 sec): 3 clusters
  Score: Raw -695413.067025 + Penalty 2961.528936 = -692451.538088
  nChanged 8
		SP:Iteration 78Q (189559.100000 sec): 3 clusters
  Score: Raw -695416.494539 + Penalty 2961.528936 = -692454.965602
  nChanged 9
		SP:Iteration 79Q (189559.300000 sec): 3 clusters
  Score: Raw -695418.575109 + Penalty 2961.528936 = -692457.046173
  nChanged 8
		SP:Iteration 80F (189559.480000 sec): 3 clusters
  Score: Raw -695420.172787 + Penalty 2961.528936 = -692458.643851
  nChanged 11
		SP:Iteration 81Q (189559.680000 sec): 3 clusters
  Score: Raw -695423.091102 + Penalty 2961.528936 = -692461.562166
  nChanged 9
		SP:Iteration 82Q (189559.870000 sec): 3 clusters
  Score: Raw -695426.928556 + Penalty 2961.528936 = -692465.399620
  nChanged 15
		SP:Iteration 83Q (189560.060000 sec): 3 clusters
  Score: Raw -695430.632270 + Penalty 2961.528936 = -692469.103333
  nChanged 18
		SP:Iteration 84Q (189560.250000 sec): 3 clusters
  Score: Raw -695435.959685 + Penalty 2961.528936 = -692474.430749
  nChanged 22
		SP:Iteration 85Q (189560.450000 sec): 3 clusters
  Score: Raw -695442.250033 + Penalty 2961.528936 = -692480.721096
  nChanged 22
		SP:Iteration 86Q (189560.640000 sec): 3 clusters
  Score: Raw -695448.855382 + Penalty 2961.528936 = -692487.326445
  nChanged 21
		SP:Iteration 87Q (189560.830000 sec): 3 clusters
  Score: Raw -695455.187707 + Penalty 2961.528936 = -692493.658770
  nChanged 23
		SP:Iteration 88Q (189561.020000 sec): 3 clusters
  Score: Raw -695463.639991 + Penalty 2961.528936 = -692502.111055
  nChanged 27
		SP:Iteration 89Q (189561.210000 sec): 3 clusters
  Score: Raw -695476.109963 + Penalty 2961.528936 = -692514.581027
  nChanged 31
		SP:Iteration 90Q (189561.410000 sec): 3 clusters
  Score: Raw -695486.666809 + Penalty 2961.528936 = -692525.137873
  nChanged 25
		SP:Iteration 91Q (189561.600000 sec): 3 clusters
  Score: Raw -695497.942002 + Penalty 2961.528936 = -692536.413065
  nChanged 28
		SP:Iteration 92Q (189561.790000 sec): 3 clusters
  Score: Raw -695510.737887 + Penalty 2961.528936 = -692549.208951
  nChanged 38
		SP:Iteration 93Q (189561.980000 sec): 3 clusters
  Score: Raw -695525.475711 + Penalty 2961.528936 = -692563.946775
  nChanged 33
		SP:Iteration 94Q (189562.180000 sec): 3 clusters
  Score: Raw -695534.666141 + Penalty 2961.528936 = -692573.137205
  nChanged 25
		SP:Iteration 95Q (189562.400000 sec): 3 clusters
  Score: Raw -695541.986671 + Penalty 2961.528936 = -692580.457735
  nChanged 20
		SP:Iteration 96Q (189562.600000 sec): 3 clusters
  Score: Raw -695549.450153 + Penalty 2961.528936 = -692587.921216
  nChanged 25
		SP:Iteration 97Q (189562.790000 sec): 3 clusters
  Score: Raw -695556.905408 + Penalty 2961.528936 = -692595.376472
  nChanged 30
		SP:Iteration 98Q (189562.990000 sec): 3 clusters
  Score: Raw -695567.403301 + Penalty 2961.528936 = -692605.874364
  nChanged 25
		SP:Iteration 99Q (189563.180000 sec): 3 clusters
  Score: Raw -695576.843788 + Penalty 2961.528936 = -692615.314852
  nChanged 23
		SP:Iteration 100F (189563.370000 sec): 3 clusters
  Score: Raw -695584.853024 + Penalty 2961.528936 = -692623.324088
  nChanged 22
		SP:Iteration 101Q (189563.570000 sec): 3 clusters
  Score: Raw -695591.214535 + Penalty 2961.528936 = -692629.685599
  nChanged 17
		SP:Iteration 102Q (189563.760000 sec): 3 clusters
  Score: Raw -695596.379492 + Penalty 2961.528936 = -692634.850556
  nChanged 12
		SP:Iteration 103Q (189563.950000 sec): 3 clusters
  Score: Raw -695600.650206 + Penalty 2961.528936 = -692639.121270
  nChanged 12
		SP:Iteration 104Q (189564.150000 sec): 3 clusters
  Score: Raw -695605.171041 + Penalty 2961.528936 = -692643.642105
  nChanged 15
		SP:Iteration 105Q (189564.340000 sec): 3 clusters
  Score: Raw -695609.924347 + Penalty 2961.528936 = -692648.395411
  nChanged 9
		SP:Iteration 106Q (189564.530000 sec): 3 clusters
  Score: Raw -695612.501838 + Penalty 2961.528936 = -692650.972902
  nChanged 8
		SP:Iteration 107Q (189564.730000 sec): 3 clusters
  Score: Raw -695614.379172 + Penalty 2961.528936 = -692652.850236
  nChanged 6
		SP:Iteration 108Q (189564.870000 sec): 3 clusters
  Score: Raw -695615.997179 + Penalty 2961.528936 = -692654.468243
  nChanged 8
		SP:Iteration 109Q (189565.070000 sec): 3 clusters
  Score: Raw -695619.641438 + Penalty 2961.528936 = -692658.112501
  nChanged 14
		SP:Iteration 110Q (189565.250000 sec): 3 clusters
  Score: Raw -695625.323896 + Penalty 2961.528936 = -692663.794960
  nChanged 10
		SP:Iteration 111Q (189565.450000 sec): 3 clusters
  Score: Raw -695628.865686 + Penalty 2961.528936 = -692667.336749
  nChanged 12
		SP:Iteration 112Q (189565.650000 sec): 3 clusters
  Score: Raw -695631.261153 + Penalty 2961.528936 = -692669.732217
  nChanged 7
		SP:Iteration 113Q (189565.830000 sec): 3 clusters
  Score: Raw -695632.768106 + Penalty 2961.528936 = -692671.239170
  nChanged 6
		SP:Iteration 114Q (189566.030000 sec): 3 clusters
  Score: Raw -695633.873011 + Penalty 2961.528936 = -692672.344075
  nChanged 4
		SP:Iteration 115Q (189566.220000 sec): 3 clusters
  Score: Raw -695635.102090 + Penalty 2961.528936 = -692673.573154
  nChanged 5
		SP:Iteration 116Q (189566.410000 sec): 3 clusters
  Score: Raw -695636.485453 + Penalty 2961.528936 = -692674.956516
  nChanged 3
		SP:Iteration 117Q (189566.610000 sec): 3 clusters
  Score: Raw -695637.072942 + Penalty 2961.528936 = -692675.544005
  nChanged 1
		SP:Iteration 118Q (189566.800000 sec): 3 clusters
  Score: Raw -695637.216526 + Penalty 2961.528936 = -692675.687589
  nChanged 3
		SP:Iteration 119Q (189566.990000 sec): 3 clusters
  Score: Raw -695638.227439 + Penalty 2961.528936 = -692676.698502
  nChanged 5
		SP:Iteration 120F (189567.190000 sec): 3 clusters
  Score: Raw -695639.866985 + Penalty 2961.528936 = -692678.338049
  nChanged 9
		SP:Iteration 121Q (189567.380000 sec): 3 clusters
  Score: Raw -695642.831941 + Penalty 2961.528936 = -692681.303005
  nChanged 6
		SP:Iteration 122Q (189567.570000 sec): 3 clusters
  Score: Raw -695645.367484 + Penalty 2961.528936 = -692683.838548
  nChanged 6
		SP:Iteration 123Q (189567.760000 sec): 3 clusters
  Score: Raw -695646.611657 + Penalty 2961.528936 = -692685.082721
  nChanged 5
		SP:Iteration 124Q (189567.960000 sec): 3 clusters
  Score: Raw -695647.977602 + Penalty 2961.528936 = -692686.448665
  nChanged 1
		SP:Iteration 125Q (189568.190000 sec): 3 clusters
  Score: Raw -695648.226815 + Penalty 2961.528936 = -692686.697878
  nChanged 2
		SP:Iteration 126Q (189568.380000 sec): 3 clusters
  Score: Raw -695649.628839 + Penalty 2961.528936 = -692688.099903
  nChanged 2
		SP:Iteration 127Q (189568.570000 sec): 3 clusters
  Score: Raw -695650.961421 + Penalty 2961.528936 = -692689.432485
  nChanged 3
		SP:Iteration 128Q (189568.770000 sec): 3 clusters
  Score: Raw -695651.957027 + Penalty 2961.528936 = -692690.428091
  nChanged 5
		SP:Iteration 129Q (189568.960000 sec): 3 clusters
  Score: Raw -695653.225788 + Penalty 2961.528936 = -692691.696851
  nChanged 2
		SP:Iteration 130Q (189569.150000 sec): 3 clusters
  Score: Raw -695653.514819 + Penalty 2961.528936 = -692691.985882
  nChanged 0
		SP:Iteration 131F (189569.340000 sec): 3 clusters
  Score: Raw -695653.514819 + Penalty 2961.528936 = -692691.985882
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 95 (5356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189569.460000 sec): 2 clusters
  Score: Raw -453999.461255 + Penalty 1395.220565 = -452604.240690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189569.640000 sec): 3 clusters
  Score: Raw -451167.991065 + Penalty 2790.441130 = -448377.549935
  nChanged 2184
		SP:Iteration 1F (189569.800000 sec): 3 clusters
  Score: Raw -452582.520349 + Penalty 2790.441130 = -449792.079219
  nChanged 456
		SP:Iteration 2F (189569.980000 sec): 3 clusters
  Score: Raw -452898.578799 + Penalty 2790.441130 = -450108.137669
  nChanged 357
		SP:Iteration 3F (189570.150000 sec): 3 clusters
  Score: Raw -453174.206512 + Penalty 2790.441130 = -450383.765383
  nChanged 316
		SP:Iteration 4F (189570.320000 sec): 3 clusters
  Score: Raw -453411.870823 + Penalty 2790.441130 = -450621.429693
  nChanged 275
		SP:Iteration 5F (189570.500000 sec): 3 clusters
  Score: Raw -453609.512538 + Penalty 2790.441130 = -450819.071409
  nChanged 225
		SP:Iteration 6Q (189570.670000 sec): 3 clusters
  Score: Raw -453745.467111 + Penalty 2790.441130 = -450955.025981
  nChanged 173
		SP:Iteration 7Q (189570.850000 sec): 3 clusters
  Score: Raw -453842.604977 + Penalty 2790.441130 = -451052.163848
  nChanged 156
		SP:Iteration 8Q (189571.020000 sec): 3 clusters
  Score: Raw -453917.787160 + Penalty 2790.441130 = -451127.346031
  nChanged 124
		SP:Iteration 9Q (189571.180000 sec): 3 clusters
  Score: Raw -453973.677406 + Penalty 2790.441130 = -451183.236276
  nChanged 102
		SP:Iteration 10Q (189571.370000 sec): 3 clusters
  Score: Raw -454020.564895 + Penalty 2790.441130 = -451230.123766
  nChanged 93
		SP:Iteration 11Q (189571.540000 sec): 3 clusters
  Score: Raw -454059.435389 + Penalty 2790.441130 = -451268.994259
  nChanged 87
		SP:Iteration 12Q (189571.710000 sec): 3 clusters
  Score: Raw -454087.527611 + Penalty 2790.441130 = -451297.086481
  nChanged 73
		SP:Iteration 13Q (189571.890000 sec): 3 clusters
  Score: Raw -454112.250503 + Penalty 2790.441130 = -451321.809374
  nChanged 60
		SP:Iteration 14Q (189572.060000 sec): 3 clusters
  Score: Raw -454135.090593 + Penalty 2790.441130 = -451344.649464
  nChanged 50
		SP:Iteration 15Q (189572.240000 sec): 3 clusters
  Score: Raw -454150.539827 + Penalty 2790.441130 = -451360.098697
  nChanged 30
		SP:Iteration 16Q (189572.410000 sec): 3 clusters
  Score: Raw -454159.430339 + Penalty 2790.441130 = -451368.989209
  nChanged 31
		SP:Iteration 17Q (189572.580000 sec): 3 clusters
  Score: Raw -454167.765832 + Penalty 2790.441130 = -451377.324703
  nChanged 21
		SP:Iteration 18Q (189572.760000 sec): 3 clusters
  Score: Raw -454173.285714 + Penalty 2790.441130 = -451382.844584
  nChanged 17
		SP:Iteration 19Q (189572.930000 sec): 3 clusters
  Score: Raw -454176.983604 + Penalty 2790.441130 = -451386.542474
  nChanged 15
		SP:Iteration 20F (189573.100000 sec): 3 clusters
  Score: Raw -454180.681348 + Penalty 2790.441130 = -451390.240218
  nChanged 12
		SP:Iteration 21Q (189573.280000 sec): 3 clusters
  Score: Raw -454183.595093 + Penalty 2790.441130 = -451393.153963
  nChanged 5
		SP:Iteration 22Q (189573.450000 sec): 3 clusters
  Score: Raw -454184.919313 + Penalty 2790.441130 = -451394.478184
  nChanged 5
		SP:Iteration 23Q (189573.620000 sec): 3 clusters
  Score: Raw -454186.056949 + Penalty 2790.441130 = -451395.615819
  nChanged 6
		SP:Iteration 24Q (189573.800000 sec): 3 clusters
  Score: Raw -454186.776309 + Penalty 2790.441130 = -451396.335180
  nChanged 3
		SP:Iteration 25Q (189573.970000 sec): 3 clusters
  Score: Raw -454187.337336 + Penalty 2790.441130 = -451396.896206
  nChanged 3
		SP:Iteration 26Q (189574.140000 sec): 3 clusters
  Score: Raw -454188.050703 + Penalty 2790.441130 = -451397.609574
  nChanged 2
		SP:Iteration 27Q (189574.320000 sec): 3 clusters
  Score: Raw -454188.751968 + Penalty 2790.441130 = -451398.310838
  nChanged 2
		SP:Iteration 28Q (189574.490000 sec): 3 clusters
  Score: Raw -454188.955816 + Penalty 2790.441130 = -451398.514686
  nChanged 2
		SP:Iteration 29Q (189574.660000 sec): 3 clusters
  Score: Raw -454189.090348 + Penalty 2790.441130 = -451398.649218
  nChanged 2
		SP:Iteration 30Q (189574.840000 sec): 3 clusters
  Score: Raw -454189.348494 + Penalty 2790.441130 = -451398.907364
  nChanged 0
		SP:Iteration 31F (189575.010000 sec): 3 clusters
  Score: Raw -454189.348494 + Penalty 2790.441130 = -451398.907364
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 96 (4503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189575.110000 sec): 2 clusters
  Score: Raw -333259.210367 + Penalty 1367.031107 = -331892.179260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189575.280000 sec): 3 clusters
  Score: Raw -330968.878657 + Penalty 2734.062214 = -328234.816443
  nChanged 1810
		SP:Iteration 1F (189575.460000 sec): 3 clusters
  Score: Raw -332064.411384 + Penalty 2734.062214 = -329330.349169
  nChanged 381
		SP:Iteration 2F (189575.640000 sec): 3 clusters
  Score: Raw -332322.256662 + Penalty 2734.062214 = -329588.194448
  nChanged 280
		SP:Iteration 3F (189575.790000 sec): 3 clusters
  Score: Raw -332510.520759 + Penalty 2734.062214 = -329776.458545
  nChanged 230
		SP:Iteration 4F (189575.870000 sec): 3 clusters
  Score: Raw -332661.772637 + Penalty 2734.062214 = -329927.710423
  nChanged 210
		SP:Iteration 5Q (189575.960000 sec): 3 clusters
  Score: Raw -332804.851573 + Penalty 2734.062214 = -330070.789359
  nChanged 185
		SP:Iteration 6Q (189576.040000 sec): 3 clusters
  Score: Raw -332935.383133 + Penalty 2734.062214 = -330201.320919
  nChanged 172
		SP:Iteration 7Q (189576.120000 sec): 3 clusters
  Score: Raw -333042.802899 + Penalty 2734.062214 = -330308.740685
  nChanged 156
		SP:Iteration 8Q (189576.200000 sec): 3 clusters
  Score: Raw -333130.703704 + Penalty 2734.062214 = -330396.641489
  nChanged 114
		SP:Iteration 9Q (189576.280000 sec): 3 clusters
  Score: Raw -333199.494276 + Penalty 2734.062214 = -330465.432062
  nChanged 111
		SP:Iteration 10Q (189576.370000 sec): 3 clusters
  Score: Raw -333271.057866 + Penalty 2734.062214 = -330536.995652
  nChanged 99
		SP:Iteration 11Q (189576.450000 sec): 3 clusters
  Score: Raw -333332.892728 + Penalty 2734.062214 = -330598.830514
  nChanged 103
		SP:Iteration 12Q (189576.530000 sec): 3 clusters
  Score: Raw -333393.189277 + Penalty 2734.062214 = -330659.127063
  nChanged 77
		SP:Iteration 13Q (189576.610000 sec): 3 clusters
  Score: Raw -333437.260158 + Penalty 2734.062214 = -330703.197944
  nChanged 63
		SP:Iteration 14Q (189576.700000 sec): 3 clusters
  Score: Raw -333471.870778 + Penalty 2734.062214 = -330737.808564
  nChanged 53
		SP:Iteration 15Q (189576.780000 sec): 3 clusters
  Score: Raw -333494.127701 + Penalty 2734.062214 = -330760.065487
  nChanged 45
		SP:Iteration 16Q (189576.980000 sec): 3 clusters
  Score: Raw -333510.893614 + Penalty 2734.062214 = -330776.831400
  nChanged 43
		SP:Iteration 17Q (189577.150000 sec): 3 clusters
  Score: Raw -333529.145159 + Penalty 2734.062214 = -330795.082945
  nChanged 33
		SP:Iteration 18Q (189577.330000 sec): 3 clusters
  Score: Raw -333540.431831 + Penalty 2734.062214 = -330806.369617
  nChanged 31
		SP:Iteration 19Q (189577.500000 sec): 3 clusters
  Score: Raw -333552.444854 + Penalty 2734.062214 = -330818.382640
  nChanged 31
		SP:Iteration 20F (189577.680000 sec): 3 clusters
  Score: Raw -333564.385134 + Penalty 2734.062214 = -330830.322920
  nChanged 27
		SP:Iteration 21Q (189577.850000 sec): 3 clusters
  Score: Raw -333573.719328 + Penalty 2734.062214 = -330839.657114
  nChanged 16
		SP:Iteration 22Q (189578.030000 sec): 3 clusters
  Score: Raw -333577.965902 + Penalty 2734.062214 = -330843.903688
  nChanged 12
		SP:Iteration 23Q (189578.200000 sec): 3 clusters
  Score: Raw -333580.802728 + Penalty 2734.062214 = -330846.740513
  nChanged 5
		SP:Iteration 24Q (189578.380000 sec): 3 clusters
  Score: Raw -333582.679642 + Penalty 2734.062214 = -330848.617428
  nChanged 5
		SP:Iteration 25Q (189578.560000 sec): 3 clusters
  Score: Raw -333583.804561 + Penalty 2734.062214 = -330849.742346
  nChanged 10
		SP:Iteration 26Q (189578.730000 sec): 3 clusters
  Score: Raw -333586.207136 + Penalty 2734.062214 = -330852.144922
  nChanged 3
		SP:Iteration 27Q (189578.910000 sec): 3 clusters
  Score: Raw -333586.599630 + Penalty 2734.062214 = -330852.537416
  nChanged 1
		SP:Iteration 28Q (189579.080000 sec): 3 clusters
  Score: Raw -333586.750864 + Penalty 2734.062214 = -330852.688650
  nChanged 2
		SP:Iteration 29Q (189579.260000 sec): 3 clusters
  Score: Raw -333587.146843 + Penalty 2734.062214 = -330853.084629
  nChanged 3
		SP:Iteration 30Q (189579.340000 sec): 3 clusters
  Score: Raw -333587.962493 + Penalty 2734.062214 = -330853.900279
  nChanged 3
		SP:Iteration 31Q (189579.420000 sec): 3 clusters
  Score: Raw -333588.684100 + Penalty 2734.062214 = -330854.621885
  nChanged 3
		SP:Iteration 32Q (189579.500000 sec): 3 clusters
  Score: Raw -333589.351695 + Penalty 2734.062214 = -330855.289481
  nChanged 3
		SP:Iteration 33Q (189579.580000 sec): 3 clusters
  Score: Raw -333590.053819 + Penalty 2734.062214 = -330855.991605
  nChanged 1
		SP:Iteration 34Q (189579.670000 sec): 3 clusters
  Score: Raw -333590.421597 + Penalty 2734.062214 = -330856.359382
  nChanged 0
		SP:Iteration 35F (189579.750000 sec): 3 clusters
  Score: Raw -333590.421597 + Penalty 2734.062214 = -330856.359382
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 97 (3648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189579.870000 sec): 2 clusters
  Score: Raw -301863.748062 + Penalty 1332.814332 = -300530.933730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189580.040000 sec): 3 clusters
  Score: Raw -300089.715102 + Penalty 2665.628664 = -297424.086438
  nChanged 1454
		SP:Iteration 1F (189580.210000 sec): 3 clusters
  Score: Raw -301037.715207 + Penalty 2665.628664 = -298372.086543
  nChanged 310
		SP:Iteration 2F (189580.390000 sec): 3 clusters
  Score: Raw -301258.141317 + Penalty 2665.628664 = -298592.512652
  nChanged 224
		SP:Iteration 3F (189580.570000 sec): 3 clusters
  Score: Raw -301419.134901 + Penalty 2665.628664 = -298753.506237
  nChanged 190
		SP:Iteration 4F (189580.740000 sec): 3 clusters
  Score: Raw -301550.288872 + Penalty 2665.628664 = -298884.660207
  nChanged 130
		SP:Iteration 5Q (189580.920000 sec): 3 clusters
  Score: Raw -301630.469624 + Penalty 2665.628664 = -298964.840960
  nChanged 105
		SP:Iteration 6Q (189581.090000 sec): 3 clusters
  Score: Raw -301685.634844 + Penalty 2665.628664 = -299020.006180
  nChanged 98
		SP:Iteration 7Q (189581.270000 sec): 3 clusters
  Score: Raw -301735.218810 + Penalty 2665.628664 = -299069.590146
  nChanged 69
		SP:Iteration 8Q (189581.450000 sec): 3 clusters
  Score: Raw -301763.348921 + Penalty 2665.628664 = -299097.720257
  nChanged 51
		SP:Iteration 9Q (189581.620000 sec): 3 clusters
  Score: Raw -301787.115927 + Penalty 2665.628664 = -299121.487263
  nChanged 51
		SP:Iteration 10Q (189581.800000 sec): 3 clusters
  Score: Raw -301812.791621 + Penalty 2665.628664 = -299147.162956
  nChanged 48
		SP:Iteration 11Q (189581.970000 sec): 3 clusters
  Score: Raw -301829.665329 + Penalty 2665.628664 = -299164.036665
  nChanged 41
		SP:Iteration 12Q (189582.190000 sec): 3 clusters
  Score: Raw -301844.145742 + Penalty 2665.628664 = -299178.517078
  nChanged 32
		SP:Iteration 13Q (189582.350000 sec): 3 clusters
  Score: Raw -301854.909260 + Penalty 2665.628664 = -299189.280596
  nChanged 23
		SP:Iteration 14Q (189582.520000 sec): 3 clusters
  Score: Raw -301862.879323 + Penalty 2665.628664 = -299197.250659
  nChanged 22
		SP:Iteration 15Q (189582.690000 sec): 3 clusters
  Score: Raw -301871.299981 + Penalty 2665.628664 = -299205.671317
  nChanged 18
		SP:Iteration 16Q (189582.870000 sec): 3 clusters
  Score: Raw -301877.067483 + Penalty 2665.628664 = -299211.438819
  nChanged 14
		SP:Iteration 17Q (189583.050000 sec): 3 clusters
  Score: Raw -301881.918062 + Penalty 2665.628664 = -299216.289398
  nChanged 15
		SP:Iteration 18Q (189583.220000 sec): 3 clusters
  Score: Raw -301887.883551 + Penalty 2665.628664 = -299222.254886
  nChanged 16
		SP:Iteration 19Q (189583.400000 sec): 3 clusters
  Score: Raw -301892.840756 + Penalty 2665.628664 = -299227.212092
  nChanged 13
		SP:Iteration 20F (189583.570000 sec): 3 clusters
  Score: Raw -301895.309012 + Penalty 2665.628664 = -299229.680348
  nChanged 8
		SP:Iteration 21Q (189583.750000 sec): 3 clusters
  Score: Raw -301896.946816 + Penalty 2665.628664 = -299231.318152
  nChanged 2
		SP:Iteration 22Q (189583.930000 sec): 3 clusters
  Score: Raw -301897.190166 + Penalty 2665.628664 = -299231.561502
  nChanged 3
		SP:Iteration 23Q (189584.100000 sec): 3 clusters
  Score: Raw -301898.152864 + Penalty 2665.628664 = -299232.524200
  nChanged 3
		SP:Iteration 24Q (189584.280000 sec): 3 clusters
  Score: Raw -301898.950209 + Penalty 2665.628664 = -299233.321545
  nChanged 2
		SP:Iteration 25Q (189584.450000 sec): 3 clusters
  Score: Raw -301899.587511 + Penalty 2665.628664 = -299233.958847
  nChanged 2
		SP:Iteration 26Q (189584.630000 sec): 3 clusters
  Score: Raw -301900.097096 + Penalty 2665.628664 = -299234.468432
  nChanged 1
		SP:Iteration 27Q (189584.810000 sec): 3 clusters
  Score: Raw -301900.316888 + Penalty 2665.628664 = -299234.688224
  nChanged 2
		SP:Iteration 28Q (189584.980000 sec): 3 clusters
  Score: Raw -301900.612836 + Penalty 2665.628664 = -299234.984172
  nChanged 3
		SP:Iteration 29Q (189585.160000 sec): 3 clusters
  Score: Raw -301901.888973 + Penalty 2665.628664 = -299236.260309
  nChanged 0
		SP:Iteration 30F (189585.330000 sec): 3 clusters
  Score: Raw -301901.888973 + Penalty 2665.628664 = -299236.260309
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 98 (4817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189585.470000 sec): 2 clusters
  Score: Raw -463955.167605 + Penalty 1377.984824 = -462577.182782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189585.650000 sec): 3 clusters
  Score: Raw -461432.202011 + Penalty 2755.969647 = -458676.232364
  nChanged 1973
		SP:Iteration 1F (189585.800000 sec): 3 clusters
  Score: Raw -462559.230752 + Penalty 2755.969647 = -459803.261105
  nChanged 363
		SP:Iteration 2F (189586.030000 sec): 3 clusters
  Score: Raw -462771.631590 + Penalty 2755.969647 = -460015.661943
  nChanged 288
		SP:Iteration 3F (189586.170000 sec): 3 clusters
  Score: Raw -462937.414759 + Penalty 2755.969647 = -460181.445112
  nChanged 229
		SP:Iteration 4Q (189586.340000 sec): 3 clusters
  Score: Raw -463056.498152 + Penalty 2755.969647 = -460300.528505
  nChanged 196
		SP:Iteration 5Q (189586.520000 sec): 3 clusters
  Score: Raw -463152.590113 + Penalty 2755.969647 = -460396.620466
  nChanged 169
		SP:Iteration 6Q (189586.690000 sec): 3 clusters
  Score: Raw -463226.202582 + Penalty 2755.969647 = -460470.232935
  nChanged 120
		SP:Iteration 7Q (189586.870000 sec): 3 clusters
  Score: Raw -463266.673056 + Penalty 2755.969647 = -460510.703409
  nChanged 99
		SP:Iteration 8Q (189587.050000 sec): 3 clusters
  Score: Raw -463302.627299 + Penalty 2755.969647 = -460546.657652
  nChanged 81
		SP:Iteration 9Q (189587.220000 sec): 3 clusters
  Score: Raw -463335.088174 + Penalty 2755.969647 = -460579.118527
  nChanged 61
		SP:Iteration 10Q (189587.390000 sec): 3 clusters
  Score: Raw -463354.372963 + Penalty 2755.969647 = -460598.403316
  nChanged 56
		SP:Iteration 11Q (189587.570000 sec): 3 clusters
  Score: Raw -463370.255826 + Penalty 2755.969647 = -460614.286179
  nChanged 46
		SP:Iteration 12Q (189587.750000 sec): 3 clusters
  Score: Raw -463383.157610 + Penalty 2755.969647 = -460627.187963
  nChanged 45
		SP:Iteration 13Q (189587.920000 sec): 3 clusters
  Score: Raw -463397.068073 + Penalty 2755.969647 = -460641.098425
  nChanged 51
		SP:Iteration 14Q (189588.100000 sec): 3 clusters
  Score: Raw -463416.645847 + Penalty 2755.969647 = -460660.676200
  nChanged 58
		SP:Iteration 15Q (189588.270000 sec): 3 clusters
  Score: Raw -463435.276210 + Penalty 2755.969647 = -460679.306563
  nChanged 63
		SP:Iteration 16Q (189588.450000 sec): 3 clusters
  Score: Raw -463461.366248 + Penalty 2755.969647 = -460705.396601
  nChanged 73
		SP:Iteration 17Q (189588.630000 sec): 3 clusters
  Score: Raw -463493.056836 + Penalty 2755.969647 = -460737.087189
  nChanged 68
		SP:Iteration 18Q (189588.800000 sec): 3 clusters
  Score: Raw -463518.657035 + Penalty 2755.969647 = -460762.687388
  nChanged 62
		SP:Iteration 19Q (189588.970000 sec): 3 clusters
  Score: Raw -463542.926544 + Penalty 2755.969647 = -460786.956897
  nChanged 62
		SP:Iteration 20F (189589.150000 sec): 3 clusters
  Score: Raw -463568.154404 + Penalty 2755.969647 = -460812.184757
  nChanged 69
		SP:Iteration 21Q (189589.330000 sec): 3 clusters
  Score: Raw -463597.811868 + Penalty 2755.969647 = -460841.842221
  nChanged 68
		SP:Iteration 22Q (189589.500000 sec): 3 clusters
  Score: Raw -463631.071369 + Penalty 2755.969647 = -460875.101722
  nChanged 79
		SP:Iteration 23Q (189589.680000 sec): 3 clusters
  Score: Raw -463672.364957 + Penalty 2755.969647 = -460916.395310
  nChanged 66
		SP:Iteration 24Q (189589.850000 sec): 3 clusters
  Score: Raw -463703.443776 + Penalty 2755.969647 = -460947.474129
  nChanged 70
		SP:Iteration 25Q (189590.030000 sec): 3 clusters
  Score: Raw -463737.945850 + Penalty 2755.969647 = -460981.976203
  nChanged 70
		SP:Iteration 26Q (189590.210000 sec): 3 clusters
  Score: Raw -463768.125821 + Penalty 2755.969647 = -461012.156173
  nChanged 47
		SP:Iteration 27Q (189590.380000 sec): 3 clusters
  Score: Raw -463792.904410 + Penalty 2755.969647 = -461036.934763
  nChanged 45
		SP:Iteration 28Q (189590.550000 sec): 3 clusters
  Score: Raw -463819.881308 + Penalty 2755.969647 = -461063.911661
  nChanged 43
		SP:Iteration 29Q (189590.730000 sec): 3 clusters
  Score: Raw -463841.642092 + Penalty 2755.969647 = -461085.672445
  nChanged 42
		SP:Iteration 30Q (189590.910000 sec): 3 clusters
  Score: Raw -463861.915595 + Penalty 2755.969647 = -461105.945948
  nChanged 32
		SP:Iteration 31Q (189591.080000 sec): 3 clusters
  Score: Raw -463875.964469 + Penalty 2755.969647 = -461119.994822
  nChanged 25
		SP:Iteration 32Q (189591.260000 sec): 3 clusters
  Score: Raw -463888.264022 + Penalty 2755.969647 = -461132.294375
  nChanged 23
		SP:Iteration 33Q (189591.430000 sec): 3 clusters
  Score: Raw -463898.489172 + Penalty 2755.969647 = -461142.519525
  nChanged 28
		SP:Iteration 34Q (189591.610000 sec): 3 clusters
  Score: Raw -463912.004015 + Penalty 2755.969647 = -461156.034367
  nChanged 25
		SP:Iteration 35Q (189591.790000 sec): 3 clusters
  Score: Raw -463923.716875 + Penalty 2755.969647 = -461167.747228
  nChanged 33
		SP:Iteration 36Q (189591.960000 sec): 3 clusters
  Score: Raw -463938.285027 + Penalty 2755.969647 = -461182.315380
  nChanged 28
		SP:Iteration 37Q (189592.130000 sec): 3 clusters
  Score: Raw -463952.491934 + Penalty 2755.969647 = -461196.522287
  nChanged 31
		SP:Iteration 38Q (189592.310000 sec): 3 clusters
  Score: Raw -463968.130667 + Penalty 2755.969647 = -461212.161020
  nChanged 30
		SP:Iteration 39Q (189592.470000 sec): 3 clusters
  Score: Raw -463981.048879 + Penalty 2755.969647 = -461225.079232
  nChanged 26
		SP:Iteration 40F (189592.630000 sec): 3 clusters
  Score: Raw -463993.280023 + Penalty 2755.969647 = -461237.310375
  nChanged 27
		SP:Iteration 41Q (189592.790000 sec): 3 clusters
  Score: Raw -464006.319241 + Penalty 2755.969647 = -461250.349594
  nChanged 20
		SP:Iteration 42Q (189592.950000 sec): 3 clusters
  Score: Raw -464016.344997 + Penalty 2755.969647 = -461260.375349
  nChanged 28
		SP:Iteration 43Q (189593.110000 sec): 3 clusters
  Score: Raw -464030.205563 + Penalty 2755.969647 = -461274.235916
  nChanged 23
		SP:Iteration 44Q (189593.270000 sec): 3 clusters
  Score: Raw -464038.422983 + Penalty 2755.969647 = -461282.453335
  nChanged 15
		SP:Iteration 45Q (189593.430000 sec): 3 clusters
  Score: Raw -464044.658192 + Penalty 2755.969647 = -461288.688545
  nChanged 10
		SP:Iteration 46Q (189593.600000 sec): 3 clusters
  Score: Raw -464050.622707 + Penalty 2755.969647 = -461294.653059
  nChanged 13
		SP:Iteration 47Q (189593.770000 sec): 3 clusters
  Score: Raw -464056.519291 + Penalty 2755.969647 = -461300.549644
  nChanged 17
		SP:Iteration 48Q (189593.950000 sec): 3 clusters
  Score: Raw -464065.199297 + Penalty 2755.969647 = -461309.229649
  nChanged 12
		SP:Iteration 49Q (189594.120000 sec): 3 clusters
  Score: Raw -464072.225575 + Penalty 2755.969647 = -461316.255928
  nChanged 13
		SP:Iteration 50Q (189594.290000 sec): 3 clusters
  Score: Raw -464079.238648 + Penalty 2755.969647 = -461323.269001
  nChanged 12
		SP:Iteration 51Q (189594.450000 sec): 3 clusters
  Score: Raw -464085.066640 + Penalty 2755.969647 = -461329.096993
  nChanged 12
		SP:Iteration 52Q (189594.610000 sec): 3 clusters
  Score: Raw -464090.968696 + Penalty 2755.969647 = -461334.999049
  nChanged 10
		SP:Iteration 53Q (189594.770000 sec): 3 clusters
  Score: Raw -464095.515494 + Penalty 2755.969647 = -461339.545847
  nChanged 11
		SP:Iteration 54Q (189594.930000 sec): 3 clusters
  Score: Raw -464102.766186 + Penalty 2755.969647 = -461346.796539
  nChanged 12
		SP:Iteration 55Q (189595.090000 sec): 3 clusters
  Score: Raw -464110.342218 + Penalty 2755.969647 = -461354.372571
  nChanged 13
		SP:Iteration 56Q (189595.250000 sec): 3 clusters
  Score: Raw -464119.719170 + Penalty 2755.969647 = -461363.749523
  nChanged 14
		SP:Iteration 57Q (189595.410000 sec): 3 clusters
  Score: Raw -464131.211385 + Penalty 2755.969647 = -461375.241738
  nChanged 16
		SP:Iteration 58Q (189595.570000 sec): 3 clusters
  Score: Raw -464145.897382 + Penalty 2755.969647 = -461389.927734
  nChanged 25
		SP:Iteration 59Q (189595.730000 sec): 3 clusters
  Score: Raw -464167.918375 + Penalty 2755.969647 = -461411.948728
  nChanged 22
		SP:Iteration 60F (189595.890000 sec): 3 clusters
  Score: Raw -464187.621882 + Penalty 2755.969647 = -461431.652235
  nChanged 14
		SP:Iteration 61Q (189596.050000 sec): 3 clusters
  Score: Raw -464201.370251 + Penalty 2755.969647 = -461445.400604
  nChanged 20
		SP:Iteration 62Q (189596.210000 sec): 3 clusters
  Score: Raw -464217.935855 + Penalty 2755.969647 = -461461.966208
  nChanged 10
		SP:Iteration 63Q (189596.370000 sec): 3 clusters
  Score: Raw -464224.117404 + Penalty 2755.969647 = -461468.147756
  nChanged 7
		SP:Iteration 64Q (189596.530000 sec): 3 clusters
  Score: Raw -464228.792552 + Penalty 2755.969647 = -461472.822905
  nChanged 8
		SP:Iteration 65Q (189596.690000 sec): 3 clusters
  Score: Raw -464235.886561 + Penalty 2755.969647 = -461479.916914
  nChanged 5
		SP:Iteration 66Q (189596.850000 sec): 3 clusters
  Score: Raw -464238.833500 + Penalty 2755.969647 = -461482.863853
  nChanged 6
		SP:Iteration 67Q (189597.010000 sec): 3 clusters
  Score: Raw -464241.760056 + Penalty 2755.969647 = -461485.790409
  nChanged 11
		SP:Iteration 68Q (189597.170000 sec): 3 clusters
  Score: Raw -464251.453240 + Penalty 2755.969647 = -461495.483593
  nChanged 13
		SP:Iteration 69Q (189597.330000 sec): 3 clusters
  Score: Raw -464261.380560 + Penalty 2755.969647 = -461505.410913
  nChanged 6
		SP:Iteration 70Q (189597.490000 sec): 3 clusters
  Score: Raw -464264.895058 + Penalty 2755.969647 = -461508.925411
  nChanged 6
		SP:Iteration 71Q (189597.650000 sec): 3 clusters
  Score: Raw -464269.777777 + Penalty 2755.969647 = -461513.808130
  nChanged 5
		SP:Iteration 72Q (189597.810000 sec): 3 clusters
  Score: Raw -464272.259570 + Penalty 2755.969647 = -461516.289923
  nChanged 2
		SP:Iteration 73Q (189597.970000 sec): 3 clusters
  Score: Raw -464274.009863 + Penalty 2755.969647 = -461518.040216
  nChanged 2
		SP:Iteration 74Q (189598.130000 sec): 3 clusters
  Score: Raw -464275.108515 + Penalty 2755.969647 = -461519.138868
  nChanged 0
		SP:Iteration 75F (189598.290000 sec): 3 clusters
  Score: Raw -464275.108515 + Penalty 2755.969647 = -461519.138868
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 99 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189598.370000 sec): 2 clusters
  Score: Raw -100665.683358 + Penalty 1144.371503 = -99521.311855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189598.530000 sec): 3 clusters
  Score: Raw -100270.878538 + Penalty 2288.743006 = -97982.135533
  nChanged 320
		SP:Iteration 1F (189598.690000 sec): 3 clusters
  Score: Raw -100559.133131 + Penalty 2288.743006 = -98270.390125
  nChanged 89
		SP:Iteration 2F (189598.850000 sec): 3 clusters
  Score: Raw -100643.264107 + Penalty 2288.743006 = -98354.521101
  nChanged 41
		SP:Iteration 3Q (189599.010000 sec): 3 clusters
  Score: Raw -100680.980812 + Penalty 2288.743006 = -98392.237806
  nChanged 40
		SP:Iteration 4Q (189599.170000 sec): 3 clusters
  Score: Raw -100718.122441 + Penalty 2288.743006 = -98429.379435
  nChanged 27
		SP:Iteration 5Q (189599.330000 sec): 3 clusters
  Score: Raw -100744.012717 + Penalty 2288.743006 = -98455.269711
  nChanged 18
		SP:Iteration 6Q (189599.490000 sec): 3 clusters
  Score: Raw -100760.587134 + Penalty 2288.743006 = -98471.844128
  nChanged 14
		SP:Iteration 7Q (189599.650000 sec): 3 clusters
  Score: Raw -100770.123299 + Penalty 2288.743006 = -98481.380293
  nChanged 9
		SP:Iteration 8Q (189599.810000 sec): 3 clusters
  Score: Raw -100775.153987 + Penalty 2288.743006 = -98486.410981
  nChanged 5
		SP:Iteration 9Q (189599.970000 sec): 3 clusters
  Score: Raw -100779.628330 + Penalty 2288.743006 = -98490.885324
  nChanged 4
		SP:Iteration 10Q (189600.130000 sec): 3 clusters
  Score: Raw -100781.829876 + Penalty 2288.743006 = -98493.086870
  nChanged 2
		SP:Iteration 11Q (189600.290000 sec): 3 clusters
  Score: Raw -100784.751747 + Penalty 2288.743006 = -98496.008741
  nChanged 4
		SP:Iteration 12Q (189600.450000 sec): 3 clusters
  Score: Raw -100788.006958 + Penalty 2288.743006 = -98499.263952
  nChanged 5
		SP:Iteration 13Q (189600.610000 sec): 3 clusters
  Score: Raw -100790.806520 + Penalty 2288.743006 = -98502.063514
  nChanged 2
		SP:Iteration 14Q (189600.770000 sec): 3 clusters
  Score: Raw -100791.898120 + Penalty 2288.743006 = -98503.155115
  nChanged 1
		SP:Iteration 15Q (189600.930000 sec): 3 clusters
  Score: Raw -100792.619103 + Penalty 2288.743006 = -98503.876097
  nChanged 3
		SP:Iteration 16Q (189601.090000 sec): 3 clusters
  Score: Raw -100795.453325 + Penalty 2288.743006 = -98506.710320
  nChanged 2
		SP:Iteration 17Q (189601.250000 sec): 3 clusters
  Score: Raw -100796.288265 + Penalty 2288.743006 = -98507.545260
  nChanged 1
		SP:Iteration 18Q (189601.410000 sec): 3 clusters
  Score: Raw -100797.609668 + Penalty 2288.743006 = -98508.866662
  nChanged 1
		SP:Iteration 19Q (189601.570000 sec): 3 clusters
  Score: Raw -100799.584395 + Penalty 2288.743006 = -98510.841390
  nChanged 3
		SP:Iteration 20F (189601.730000 sec): 3 clusters
  Score: Raw -100803.751038 + Penalty 2288.743006 = -98515.008032
  nChanged 4
		SP:Iteration 21Q (189601.890000 sec): 3 clusters
  Score: Raw -100807.718478 + Penalty 2288.743006 = -98518.975472
  nChanged 5
		SP:Iteration 22Q (189602.050000 sec): 3 clusters
  Score: Raw -100810.942570 + Penalty 2288.743006 = -98522.199564
  nChanged 1
		SP:Iteration 23Q (189602.210000 sec): 3 clusters
  Score: Raw -100811.973212 + Penalty 2288.743006 = -98523.230206
  nChanged 1
		SP:Iteration 24Q (189602.370000 sec): 3 clusters
  Score: Raw -100812.666701 + Penalty 2288.743006 = -98523.923695
  nChanged 1
		SP:Iteration 25Q (189602.530000 sec): 3 clusters
  Score: Raw -100813.470093 + Penalty 2288.743006 = -98524.727088
  nChanged 1
		SP:Iteration 26Q (189602.690000 sec): 3 clusters
  Score: Raw -100814.505921 + Penalty 2288.743006 = -98525.762915
  nChanged 2
		SP:Iteration 27Q (189602.850000 sec): 3 clusters
  Score: Raw -100815.657586 + Penalty 2288.743006 = -98526.914580
  nChanged 0
		SP:Iteration 28F (189603.010000 sec): 3 clusters
  Score: Raw -100815.657586 + Penalty 2288.743006 = -98526.914580
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 100 (6215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189603.120000 sec): 2 clusters
  Score: Raw -531622.001276 + Penalty 1419.392163 = -530202.609113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189603.340000 sec): 3 clusters
  Score: Raw -528344.738387 + Penalty 2838.784326 = -525505.954060
  nChanged 2578
		SP:Iteration 1F (189603.550000 sec): 3 clusters
  Score: Raw -529990.536571 + Penalty 2838.784326 = -527151.752245
  nChanged 525
		SP:Iteration 2F (189603.760000 sec): 3 clusters
  Score: Raw -530389.976296 + Penalty 2838.784326 = -527551.191970
  nChanged 412
		SP:Iteration 3F (189603.970000 sec): 3 clusters
  Score: Raw -530663.377887 + Penalty 2838.784326 = -527824.593561
  nChanged 342
		SP:Iteration 4F (189604.170000 sec): 3 clusters
  Score: Raw -530841.943845 + Penalty 2838.784326 = -528003.159519
  nChanged 256
		SP:Iteration 5Q (189604.380000 sec): 3 clusters
  Score: Raw -530959.477682 + Penalty 2838.784326 = -528120.693355
  nChanged 188
		SP:Iteration 6Q (189604.590000 sec): 3 clusters
  Score: Raw -531035.855377 + Penalty 2838.784326 = -528197.071051
  nChanged 158
		SP:Iteration 7Q (189604.800000 sec): 3 clusters
  Score: Raw -531096.296959 + Penalty 2838.784326 = -528257.512633
  nChanged 131
		SP:Iteration 8Q (189605.010000 sec): 3 clusters
  Score: Raw -531151.018051 + Penalty 2838.784326 = -528312.233724
  nChanged 113
		SP:Iteration 9Q (189605.220000 sec): 3 clusters
  Score: Raw -531188.723726 + Penalty 2838.784326 = -528349.939399
  nChanged 102
		SP:Iteration 10Q (189605.430000 sec): 3 clusters
  Score: Raw -531225.790663 + Penalty 2838.784326 = -528387.006337
  nChanged 113
		SP:Iteration 11Q (189605.640000 sec): 3 clusters
  Score: Raw -531265.806972 + Penalty 2838.784326 = -528427.022646
  nChanged 120
		SP:Iteration 12Q (189605.850000 sec): 3 clusters
  Score: Raw -531314.179322 + Penalty 2838.784326 = -528475.394996
  nChanged 121
		SP:Iteration 13Q (189606.050000 sec): 3 clusters
  Score: Raw -531364.297583 + Penalty 2838.784326 = -528525.513257
  nChanged 110
		SP:Iteration 14Q (189606.230000 sec): 3 clusters
  Score: Raw -531415.198252 + Penalty 2838.784326 = -528576.413926
  nChanged 116
		SP:Iteration 15Q (189606.450000 sec): 3 clusters
  Score: Raw -531466.377448 + Penalty 2838.784326 = -528627.593121
  nChanged 124
		SP:Iteration 16Q (189606.660000 sec): 3 clusters
  Score: Raw -531524.406266 + Penalty 2838.784326 = -528685.621940
  nChanged 124
		SP:Iteration 17Q (189606.870000 sec): 3 clusters
  Score: Raw -531588.258859 + Penalty 2838.784326 = -528749.474532
  nChanged 118
		SP:Iteration 18Q (189606.990000 sec): 3 clusters
  Score: Raw -531645.627766 + Penalty 2838.784326 = -528806.843440
  nChanged 102
		SP:Iteration 19Q (189607.090000 sec): 3 clusters
  Score: Raw -531683.920921 + Penalty 2838.784326 = -528845.136595
  nChanged 89
		SP:Iteration 20F (189607.200000 sec): 3 clusters
  Score: Raw -531716.463297 + Penalty 2838.784326 = -528877.678970
  nChanged 75
		SP:Iteration 21Q (189607.300000 sec): 3 clusters
  Score: Raw -531749.172941 + Penalty 2838.784326 = -528910.388615
  nChanged 75
		SP:Iteration 22Q (189607.500000 sec): 3 clusters
  Score: Raw -531779.334465 + Penalty 2838.784326 = -528940.550138
  nChanged 62
		SP:Iteration 23Q (189607.720000 sec): 3 clusters
  Score: Raw -531796.551539 + Penalty 2838.784326 = -528957.767213
  nChanged 51
		SP:Iteration 24Q (189607.910000 sec): 3 clusters
  Score: Raw -531812.037090 + Penalty 2838.784326 = -528973.252764
  nChanged 50
		SP:Iteration 25Q (189608.030000 sec): 3 clusters
  Score: Raw -531831.562108 + Penalty 2838.784326 = -528992.777781
  nChanged 49
		SP:Iteration 26Q (189608.210000 sec): 3 clusters
  Score: Raw -531849.548102 + Penalty 2838.784326 = -529010.763775
  nChanged 49
		SP:Iteration 27Q (189608.420000 sec): 3 clusters
  Score: Raw -531869.966570 + Penalty 2838.784326 = -529031.182244
  nChanged 73
		SP:Iteration 28Q (189608.630000 sec): 3 clusters
  Score: Raw -531894.307400 + Penalty 2838.784326 = -529055.523074
  nChanged 45
		SP:Iteration 29Q (189608.840000 sec): 3 clusters
  Score: Raw -531907.259441 + Penalty 2838.784326 = -529068.475115
  nChanged 39
		SP:Iteration 30Q (189609.050000 sec): 3 clusters
  Score: Raw -531916.921010 + Penalty 2838.784326 = -529078.136683
  nChanged 33
		SP:Iteration 31Q (189609.260000 sec): 3 clusters
  Score: Raw -531924.505724 + Penalty 2838.784326 = -529085.721397
  nChanged 28
		SP:Iteration 32Q (189609.470000 sec): 3 clusters
  Score: Raw -531932.004660 + Penalty 2838.784326 = -529093.220333
  nChanged 17
		SP:Iteration 33Q (189609.680000 sec): 3 clusters
  Score: Raw -531935.219207 + Penalty 2838.784326 = -529096.434880
  nChanged 12
		SP:Iteration 34Q (189609.890000 sec): 3 clusters
  Score: Raw -531937.883727 + Penalty 2838.784326 = -529099.099401
  nChanged 18
		SP:Iteration 35Q (189610.100000 sec): 3 clusters
  Score: Raw -531943.536154 + Penalty 2838.784326 = -529104.751828
  nChanged 27
		SP:Iteration 36Q (189610.310000 sec): 3 clusters
  Score: Raw -531949.947281 + Penalty 2838.784326 = -529111.162955
  nChanged 15
		SP:Iteration 37Q (189610.520000 sec): 3 clusters
  Score: Raw -531952.612619 + Penalty 2838.784326 = -529113.828293
  nChanged 4
		SP:Iteration 38Q (189610.730000 sec): 3 clusters
  Score: Raw -531953.099097 + Penalty 2838.784326 = -529114.314771
  nChanged 4
		SP:Iteration 39Q (189610.940000 sec): 3 clusters
  Score: Raw -531953.565174 + Penalty 2838.784326 = -529114.780848
  nChanged 5
		SP:Iteration 40F (189611.130000 sec): 3 clusters
  Score: Raw -531954.061621 + Penalty 2838.784326 = -529115.277295
  nChanged 2
		SP:Iteration 41Q (189611.320000 sec): 3 clusters
  Score: Raw -531954.212172 + Penalty 2838.784326 = -529115.427846
  nChanged 0
		SP:Iteration 42F (189611.530000 sec): 3 clusters
  Score: Raw -531954.212172 + Penalty 2838.784326 = -529115.427846
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 101 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189611.610000 sec): 2 clusters
  Score: Raw -134279.230268 + Penalty 1174.613123 = -133104.617145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189611.790000 sec): 3 clusters
  Score: Raw -133737.191171 + Penalty 2349.226247 = -131387.964925
  nChanged 463
		SP:Iteration 1F (189611.960000 sec): 3 clusters
  Score: Raw -134088.148907 + Penalty 2349.226247 = -131738.922661
  nChanged 132
		SP:Iteration 2F (189612.140000 sec): 3 clusters
  Score: Raw -134213.691081 + Penalty 2349.226247 = -131864.464834
  nChanged 79
		SP:Iteration 3F (189612.320000 sec): 3 clusters
  Score: Raw -134285.517916 + Penalty 2349.226247 = -131936.291669
  nChanged 50
		SP:Iteration 4Q (189612.490000 sec): 3 clusters
  Score: Raw -134327.778559 + Penalty 2349.226247 = -131978.552312
  nChanged 33
		SP:Iteration 5Q (189612.670000 sec): 3 clusters
  Score: Raw -134352.617414 + Penalty 2349.226247 = -132003.391167
  nChanged 25
		SP:Iteration 6Q (189612.840000 sec): 3 clusters
  Score: Raw -134367.480574 + Penalty 2349.226247 = -132018.254328
  nChanged 20
		SP:Iteration 7Q (189613.020000 sec): 3 clusters
  Score: Raw -134379.183517 + Penalty 2349.226247 = -132029.957271
  nChanged 22
		SP:Iteration 8Q (189613.190000 sec): 3 clusters
  Score: Raw -134396.374366 + Penalty 2349.226247 = -132047.148120
  nChanged 22
		SP:Iteration 9Q (189613.410000 sec): 3 clusters
  Score: Raw -134417.507831 + Penalty 2349.226247 = -132068.281584
  nChanged 16
		SP:Iteration 10Q (189613.540000 sec): 3 clusters
  Score: Raw -134430.341225 + Penalty 2349.226247 = -132081.114978
  nChanged 8
		SP:Iteration 11Q (189613.720000 sec): 3 clusters
  Score: Raw -134434.364568 + Penalty 2349.226247 = -132085.138322
  nChanged 4
		SP:Iteration 12Q (189613.890000 sec): 3 clusters
  Score: Raw -134436.434631 + Penalty 2349.226247 = -132087.208384
  nChanged 2
		SP:Iteration 13Q (189614.070000 sec): 3 clusters
  Score: Raw -134437.310332 + Penalty 2349.226247 = -132088.084085
  nChanged 1
		SP:Iteration 14Q (189614.240000 sec): 3 clusters
  Score: Raw -134438.450550 + Penalty 2349.226247 = -132089.224303
  nChanged 2
		SP:Iteration 15Q (189614.420000 sec): 3 clusters
  Score: Raw -134439.526190 + Penalty 2349.226247 = -132090.299944
  nChanged 4
		SP:Iteration 16Q (189614.600000 sec): 3 clusters
  Score: Raw -134442.071146 + Penalty 2349.226247 = -132092.844900
  nChanged 4
		SP:Iteration 17Q (189614.770000 sec): 3 clusters
  Score: Raw -134444.922249 + Penalty 2349.226247 = -132095.696002
  nChanged 3
		SP:Iteration 18Q (189614.950000 sec): 3 clusters
  Score: Raw -134446.727427 + Penalty 2349.226247 = -132097.501180
  nChanged 4
		SP:Iteration 19Q (189615.120000 sec): 3 clusters
  Score: Raw -134448.738442 + Penalty 2349.226247 = -132099.512195
  nChanged 3
		SP:Iteration 20F (189615.300000 sec): 3 clusters
  Score: Raw -134451.127682 + Penalty 2349.226247 = -132101.901436
  nChanged 6
		SP:Iteration 21Q (189615.480000 sec): 3 clusters
  Score: Raw -134456.053495 + Penalty 2349.226247 = -132106.827248
  nChanged 3
		SP:Iteration 22Q (189615.650000 sec): 3 clusters
  Score: Raw -134458.068833 + Penalty 2349.226247 = -132108.842586
  nChanged 4
		SP:Iteration 23Q (189615.820000 sec): 3 clusters
  Score: Raw -134459.845300 + Penalty 2349.226247 = -132110.619053
  nChanged 2
		SP:Iteration 24Q (189616.000000 sec): 3 clusters
  Score: Raw -134460.473174 + Penalty 2349.226247 = -132111.246928
  nChanged 1
		SP:Iteration 25Q (189616.180000 sec): 3 clusters
  Score: Raw -134461.023352 + Penalty 2349.226247 = -132111.797105
  nChanged 1
		SP:Iteration 26Q (189616.350000 sec): 3 clusters
  Score: Raw -134461.166187 + Penalty 2349.226247 = -132111.939940
  nChanged 0
		SP:Iteration 27F (189616.530000 sec): 3 clusters
  Score: Raw -134461.166187 + Penalty 2349.226247 = -132111.939940
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 102 (1798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189616.620000 sec): 2 clusters
  Score: Raw -143260.825986 + Penalty 1217.844910 = -142042.981077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189616.790000 sec): 3 clusters
  Score: Raw -142536.232124 + Penalty 2435.689820 = -140100.542304
  nChanged 620
		SP:Iteration 1F (189616.960000 sec): 3 clusters
  Score: Raw -143033.436155 + Penalty 2435.689820 = -140597.746335
  nChanged 178
		SP:Iteration 2F (189617.130000 sec): 3 clusters
  Score: Raw -143227.888215 + Penalty 2435.689820 = -140792.198395
  nChanged 108
		SP:Iteration 3F (189617.300000 sec): 3 clusters
  Score: Raw -143352.325414 + Penalty 2435.689820 = -140916.635594
  nChanged 84
		SP:Iteration 4Q (189617.480000 sec): 3 clusters
  Score: Raw -143467.425400 + Penalty 2435.689820 = -141031.735580
  nChanged 74
		SP:Iteration 5Q (189617.660000 sec): 3 clusters
  Score: Raw -143559.775998 + Penalty 2435.689820 = -141124.086178
  nChanged 60
		SP:Iteration 6Q (189617.830000 sec): 3 clusters
  Score: Raw -143636.245418 + Penalty 2435.689820 = -141200.555598
  nChanged 66
		SP:Iteration 7Q (189618.010000 sec): 3 clusters
  Score: Raw -143706.982659 + Penalty 2435.689820 = -141271.292839
  nChanged 52
		SP:Iteration 8Q (189618.180000 sec): 3 clusters
  Score: Raw -143772.818206 + Penalty 2435.689820 = -141337.128387
  nChanged 47
		SP:Iteration 9Q (189618.360000 sec): 3 clusters
  Score: Raw -143826.593512 + Penalty 2435.689820 = -141390.903692
  nChanged 38
		SP:Iteration 10Q (189618.540000 sec): 3 clusters
  Score: Raw -143871.095020 + Penalty 2435.689820 = -141435.405200
  nChanged 26
		SP:Iteration 11Q (189618.710000 sec): 3 clusters
  Score: Raw -143893.579386 + Penalty 2435.689820 = -141457.889567
  nChanged 17
		SP:Iteration 12Q (189618.890000 sec): 3 clusters
  Score: Raw -143911.755168 + Penalty 2435.689820 = -141476.065349
  nChanged 14
		SP:Iteration 13Q (189619.060000 sec): 3 clusters
  Score: Raw -143922.403702 + Penalty 2435.689820 = -141486.713882
  nChanged 11
		SP:Iteration 14Q (189619.220000 sec): 3 clusters
  Score: Raw -143933.285217 + Penalty 2435.689820 = -141497.595397
  nChanged 9
		SP:Iteration 15Q (189619.390000 sec): 3 clusters
  Score: Raw -143939.630155 + Penalty 2435.689820 = -141503.940335
  nChanged 2
		SP:Iteration 16Q (189619.570000 sec): 3 clusters
  Score: Raw -143940.723429 + Penalty 2435.689820 = -141505.033609
  nChanged 3
		SP:Iteration 17Q (189619.740000 sec): 3 clusters
  Score: Raw -143941.951419 + Penalty 2435.689820 = -141506.261599
  nChanged 4
		SP:Iteration 18Q (189619.920000 sec): 3 clusters
  Score: Raw -143943.510189 + Penalty 2435.689820 = -141507.820369
  nChanged 1
		SP:Iteration 19Q (189620.100000 sec): 3 clusters
  Score: Raw -143943.984429 + Penalty 2435.689820 = -141508.294609
  nChanged 0
		SP:Iteration 20F (189620.130000 sec): 3 clusters
  Score: Raw -143943.984429 + Penalty 2435.689820 = -141508.294609
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 103 (3822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189620.200000 sec): 2 clusters
  Score: Raw -276867.289261 + Penalty 1340.385983 = -275526.903278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189620.280000 sec): 3 clusters
  Score: Raw -275002.200313 + Penalty 2680.771966 = -272321.428347
  nChanged 1466
		SP:Iteration 1F (189620.350000 sec): 3 clusters
  Score: Raw -275893.218196 + Penalty 2680.771966 = -273212.446230
  nChanged 328
		SP:Iteration 2F (189620.420000 sec): 3 clusters
  Score: Raw -276126.890504 + Penalty 2680.771966 = -273446.118538
  nChanged 229
		SP:Iteration 3F (189620.500000 sec): 3 clusters
  Score: Raw -276285.925409 + Penalty 2680.771966 = -273605.153443
  nChanged 181
		SP:Iteration 4Q (189620.570000 sec): 3 clusters
  Score: Raw -276405.626504 + Penalty 2680.771966 = -273724.854538
  nChanged 153
		SP:Iteration 5Q (189620.640000 sec): 3 clusters
  Score: Raw -276524.234669 + Penalty 2680.771966 = -273843.462703
  nChanged 167
		SP:Iteration 6Q (189620.720000 sec): 3 clusters
  Score: Raw -276640.243902 + Penalty 2680.771966 = -273959.471936
  nChanged 143
		SP:Iteration 7Q (189620.790000 sec): 3 clusters
  Score: Raw -276739.529038 + Penalty 2680.771966 = -274058.757073
  nChanged 132
		SP:Iteration 8Q (189620.860000 sec): 3 clusters
  Score: Raw -276836.519170 + Penalty 2680.771966 = -274155.747204
  nChanged 107
		SP:Iteration 9Q (189620.940000 sec): 3 clusters
  Score: Raw -276901.561703 + Penalty 2680.771966 = -274220.789738
  nChanged 102
		SP:Iteration 10Q (189621.010000 sec): 3 clusters
  Score: Raw -276967.741564 + Penalty 2680.771966 = -274286.969598
  nChanged 102
		SP:Iteration 11Q (189621.250000 sec): 3 clusters
  Score: Raw -277026.018893 + Penalty 2680.771966 = -274345.246927
  nChanged 79
		SP:Iteration 12Q (189621.400000 sec): 3 clusters
  Score: Raw -277066.526086 + Penalty 2680.771966 = -274385.754120
  nChanged 72
		SP:Iteration 13Q (189621.580000 sec): 3 clusters
  Score: Raw -277101.216741 + Penalty 2680.771966 = -274420.444776
  nChanged 63
		SP:Iteration 14Q (189621.760000 sec): 3 clusters
  Score: Raw -277128.039545 + Penalty 2680.771966 = -274447.267580
  nChanged 48
		SP:Iteration 15Q (189621.930000 sec): 3 clusters
  Score: Raw -277157.161155 + Penalty 2680.771966 = -274476.389190
  nChanged 64
		SP:Iteration 16Q (189622.110000 sec): 3 clusters
  Score: Raw -277184.790109 + Penalty 2680.771966 = -274504.018143
  nChanged 56
		SP:Iteration 17Q (189622.280000 sec): 3 clusters
  Score: Raw -277206.682063 + Penalty 2680.771966 = -274525.910097
  nChanged 44
		SP:Iteration 18Q (189622.460000 sec): 3 clusters
  Score: Raw -277223.905440 + Penalty 2680.771966 = -274543.133475
  nChanged 40
		SP:Iteration 19Q (189622.640000 sec): 3 clusters
  Score: Raw -277247.931183 + Penalty 2680.771966 = -274567.159218
  nChanged 42
		SP:Iteration 20F (189622.810000 sec): 3 clusters
  Score: Raw -277267.978479 + Penalty 2680.771966 = -274587.206513
  nChanged 54
		SP:Iteration 21Q (189622.990000 sec): 3 clusters
  Score: Raw -277299.814489 + Penalty 2680.771966 = -274619.042523
  nChanged 60
		SP:Iteration 22Q (189623.160000 sec): 3 clusters
  Score: Raw -277353.233655 + Penalty 2680.771966 = -274672.461690
  nChanged 72
		SP:Iteration 23Q (189623.340000 sec): 3 clusters
  Score: Raw -277406.670540 + Penalty 2680.771966 = -274725.898574
  nChanged 66
		SP:Iteration 24Q (189623.510000 sec): 3 clusters
  Score: Raw -277452.255142 + Penalty 2680.771966 = -274771.483177
  nChanged 64
		SP:Iteration 25Q (189623.690000 sec): 3 clusters
  Score: Raw -277487.626833 + Penalty 2680.771966 = -274806.854868
  nChanged 58
		SP:Iteration 26Q (189623.860000 sec): 3 clusters
  Score: Raw -277515.033433 + Penalty 2680.771966 = -274834.261467
  nChanged 40
		SP:Iteration 27Q (189624.040000 sec): 3 clusters
  Score: Raw -277536.089705 + Penalty 2680.771966 = -274855.317740
  nChanged 40
		SP:Iteration 28Q (189624.220000 sec): 3 clusters
  Score: Raw -277553.881391 + Penalty 2680.771966 = -274873.109425
  nChanged 36
		SP:Iteration 29Q (189624.390000 sec): 3 clusters
  Score: Raw -277571.019279 + Penalty 2680.771966 = -274890.247314
  nChanged 29
		SP:Iteration 30Q (189624.570000 sec): 3 clusters
  Score: Raw -277581.369489 + Penalty 2680.771966 = -274900.597523
  nChanged 30
		SP:Iteration 31Q (189624.740000 sec): 3 clusters
  Score: Raw -277595.608066 + Penalty 2680.771966 = -274914.836100
  nChanged 31
		SP:Iteration 32Q (189624.920000 sec): 3 clusters
  Score: Raw -277609.672707 + Penalty 2680.771966 = -274928.900741
  nChanged 34
		SP:Iteration 33Q (189625.100000 sec): 3 clusters
  Score: Raw -277621.217195 + Penalty 2680.771966 = -274940.445229
  nChanged 23
		SP:Iteration 34Q (189625.270000 sec): 3 clusters
  Score: Raw -277630.398552 + Penalty 2680.771966 = -274949.626586
  nChanged 16
		SP:Iteration 35Q (189625.450000 sec): 3 clusters
  Score: Raw -277636.938191 + Penalty 2680.771966 = -274956.166225
  nChanged 17
		SP:Iteration 36Q (189625.620000 sec): 3 clusters
  Score: Raw -277644.163175 + Penalty 2680.771966 = -274963.391210
  nChanged 11
		SP:Iteration 37Q (189625.800000 sec): 3 clusters
  Score: Raw -277650.171375 + Penalty 2680.771966 = -274969.399410
  nChanged 13
		SP:Iteration 38Q (189625.920000 sec): 3 clusters
  Score: Raw -277653.892921 + Penalty 2680.771966 = -274973.120956
  nChanged 11
		SP:Iteration 39Q (189625.990000 sec): 3 clusters
  Score: Raw -277656.950190 + Penalty 2680.771966 = -274976.178225
  nChanged 11
		SP:Iteration 40F (189626.060000 sec): 3 clusters
  Score: Raw -277660.016570 + Penalty 2680.771966 = -274979.244604
  nChanged 15
		SP:Iteration 41Q (189626.130000 sec): 3 clusters
  Score: Raw -277663.946416 + Penalty 2680.771966 = -274983.174450
  nChanged 11
		SP:Iteration 42Q (189626.210000 sec): 3 clusters
  Score: Raw -277666.440666 + Penalty 2680.771966 = -274985.668701
  nChanged 4
		SP:Iteration 43Q (189626.280000 sec): 3 clusters
  Score: Raw -277667.299952 + Penalty 2680.771966 = -274986.527987
  nChanged 1
		SP:Iteration 44Q (189626.360000 sec): 3 clusters
  Score: Raw -277667.430308 + Penalty 2680.771966 = -274986.658342
  nChanged 0
		SP:Iteration 45F (189626.430000 sec): 3 clusters
  Score: Raw -277667.430308 + Penalty 2680.771966 = -274986.658342
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 104 (8792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189626.540000 sec): 2 clusters
  Score: Raw -832492.958690 + Penalty 1475.759593 = -831017.199097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189626.790000 sec): 3 clusters
  Score: Raw -827562.404818 + Penalty 2951.519186 = -824610.885632
  nChanged 3741
		SP:Iteration 1F (189627.070000 sec): 3 clusters
  Score: Raw -829647.189706 + Penalty 2951.519186 = -826695.670519
  nChanged 666
		SP:Iteration 2F (189627.230000 sec): 3 clusters
  Score: Raw -830031.940263 + Penalty 2951.519186 = -827080.421077
  nChanged 596
		SP:Iteration 3F (189627.420000 sec): 3 clusters
  Score: Raw -830368.569082 + Penalty 2951.519186 = -827417.049896
  nChanged 558
		SP:Iteration 4F (189627.610000 sec): 3 clusters
  Score: Raw -830689.719973 + Penalty 2951.519186 = -827738.200787
  nChanged 490
		SP:Iteration 5F (189627.850000 sec): 3 clusters
  Score: Raw -830978.313369 + Penalty 2951.519186 = -828026.794183
  nChanged 455
		SP:Iteration 6F (189628.050000 sec): 3 clusters
  Score: Raw -831265.744837 + Penalty 2951.519186 = -828314.225651
  nChanged 384
		SP:Iteration 7Q (189628.240000 sec): 3 clusters
  Score: Raw -831495.598808 + Penalty 2951.519186 = -828544.079622
  nChanged 312
		SP:Iteration 8Q (189628.480000 sec): 3 clusters
  Score: Raw -831682.328848 + Penalty 2951.519186 = -828730.809662
  nChanged 268
		SP:Iteration 9Q (189628.670000 sec): 3 clusters
  Score: Raw -831858.874413 + Penalty 2951.519186 = -828907.355227
  nChanged 241
		SP:Iteration 10Q (189628.870000 sec): 3 clusters
  Score: Raw -832023.061767 + Penalty 2951.519186 = -829071.542580
  nChanged 196
		SP:Iteration 11Q (189629.060000 sec): 3 clusters
  Score: Raw -832157.268606 + Penalty 2951.519186 = -829205.749419
  nChanged 167
		SP:Iteration 12Q (189629.250000 sec): 3 clusters
  Score: Raw -832276.728049 + Penalty 2951.519186 = -829325.208863
  nChanged 138
		SP:Iteration 13Q (189629.450000 sec): 3 clusters
  Score: Raw -832373.300059 + Penalty 2951.519186 = -829421.780873
  nChanged 93
		SP:Iteration 14Q (189629.770000 sec): 3 clusters
  Score: Raw -832436.661126 + Penalty 2951.519186 = -829485.141940
  nChanged 70
		SP:Iteration 15Q (189630.010000 sec): 3 clusters
  Score: Raw -832492.432918 + Penalty 2951.519186 = -829540.913732
  nChanged 50
		SP:Iteration 16Q (189630.210000 sec): 3 clusters
  Score: Raw -832530.598228 + Penalty 2951.519186 = -829579.079042
  nChanged 41
		SP:Iteration 17Q (189630.400000 sec): 3 clusters
  Score: Raw -832565.292177 + Penalty 2951.519186 = -829613.772991
  nChanged 28
		SP:Iteration 18Q (189630.590000 sec): 3 clusters
  Score: Raw -832597.022895 + Penalty 2951.519186 = -829645.503708
  nChanged 28
		SP:Iteration 19Q (189630.790000 sec): 3 clusters
  Score: Raw -832628.261069 + Penalty 2951.519186 = -829676.741883
  nChanged 26
		SP:Iteration 20F (189631.030000 sec): 3 clusters
  Score: Raw -832654.013085 + Penalty 2951.519186 = -829702.493899
  nChanged 22
		SP:Iteration 21Q (189631.220000 sec): 3 clusters
  Score: Raw -832679.843573 + Penalty 2951.519186 = -829728.324387
  nChanged 18
		SP:Iteration 22Q (189631.410000 sec): 3 clusters
  Score: Raw -832694.190326 + Penalty 2951.519186 = -829742.671139
  nChanged 10
		SP:Iteration 23Q (189631.600000 sec): 3 clusters
  Score: Raw -832702.346076 + Penalty 2951.519186 = -829750.826890
  nChanged 7
		SP:Iteration 24Q (189631.800000 sec): 3 clusters
  Score: Raw -832708.506983 + Penalty 2951.519186 = -829756.987797
  nChanged 4
		SP:Iteration 25Q (189631.990000 sec): 3 clusters
  Score: Raw -832714.442106 + Penalty 2951.519186 = -829762.922920
  nChanged 4
		SP:Iteration 26Q (189632.180000 sec): 3 clusters
  Score: Raw -832721.985791 + Penalty 2951.519186 = -829770.466605
  nChanged 4
		SP:Iteration 27Q (189632.380000 sec): 3 clusters
  Score: Raw -832725.796630 + Penalty 2951.519186 = -829774.277444
  nChanged 2
		SP:Iteration 28Q (189632.570000 sec): 3 clusters
  Score: Raw -832726.635410 + Penalty 2951.519186 = -829775.116224
  nChanged 1
		SP:Iteration 29Q (189632.770000 sec): 3 clusters
  Score: Raw -832726.831785 + Penalty 2951.519186 = -829775.312599
  nChanged 0
		SP:Iteration 30F (189632.960000 sec): 3 clusters
  Score: Raw -832726.831785 + Penalty 2951.519186 = -829775.312599
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 105 (3416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189633.060000 sec): 2 clusters
  Score: Raw -266626.946178 + Penalty 1322.136653 = -265304.809525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189633.230000 sec): 3 clusters
  Score: Raw -264968.680423 + Penalty 2644.273305 = -262324.407118
  nChanged 1308
		SP:Iteration 1F (189633.410000 sec): 3 clusters
  Score: Raw -265844.930386 + Penalty 2644.273305 = -263200.657081
  nChanged 353
		SP:Iteration 2F (189633.580000 sec): 3 clusters
  Score: Raw -266170.548629 + Penalty 2644.273305 = -263526.275324
  nChanged 267
		SP:Iteration 3F (189633.760000 sec): 3 clusters
  Score: Raw -266417.141890 + Penalty 2644.273305 = -263772.868585
  nChanged 204
		SP:Iteration 4F (189633.940000 sec): 3 clusters
  Score: Raw -266611.259028 + Penalty 2644.273305 = -263966.985723
  nChanged 188
		SP:Iteration 5F (189634.110000 sec): 3 clusters
  Score: Raw -266780.741764 + Penalty 2644.273305 = -264136.468458
  nChanged 150
		SP:Iteration 6Q (189634.290000 sec): 3 clusters
  Score: Raw -266937.116482 + Penalty 2644.273305 = -264292.843176
  nChanged 127
		SP:Iteration 7Q (189634.460000 sec): 3 clusters
  Score: Raw -267066.168095 + Penalty 2644.273305 = -264421.894790
  nChanged 112
		SP:Iteration 8Q (189634.640000 sec): 3 clusters
  Score: Raw -267155.236731 + Penalty 2644.273305 = -264510.963425
  nChanged 79
		SP:Iteration 9Q (189634.820000 sec): 3 clusters
  Score: Raw -267217.154744 + Penalty 2644.273305 = -264572.881439
  nChanged 60
		SP:Iteration 10Q (189634.990000 sec): 3 clusters
  Score: Raw -267256.144111 + Penalty 2644.273305 = -264611.870806
  nChanged 41
		SP:Iteration 11Q (189635.170000 sec): 3 clusters
  Score: Raw -267278.382526 + Penalty 2644.273305 = -264634.109221
  nChanged 31
		SP:Iteration 12Q (189635.340000 sec): 3 clusters
  Score: Raw -267295.878638 + Penalty 2644.273305 = -264651.605333
  nChanged 25
		SP:Iteration 13Q (189635.520000 sec): 3 clusters
  Score: Raw -267307.762239 + Penalty 2644.273305 = -264663.488934
  nChanged 21
		SP:Iteration 14Q (189635.700000 sec): 3 clusters
  Score: Raw -267319.279711 + Penalty 2644.273305 = -264675.006405
  nChanged 28
		SP:Iteration 15Q (189635.870000 sec): 3 clusters
  Score: Raw -267335.361845 + Penalty 2644.273305 = -264691.088539
  nChanged 27
		SP:Iteration 16Q (189636.050000 sec): 3 clusters
  Score: Raw -267347.671523 + Penalty 2644.273305 = -264703.398217
  nChanged 30
		SP:Iteration 17Q (189636.220000 sec): 3 clusters
  Score: Raw -267359.552904 + Penalty 2644.273305 = -264715.279599
  nChanged 23
		SP:Iteration 18Q (189636.340000 sec): 3 clusters
  Score: Raw -267369.477645 + Penalty 2644.273305 = -264725.204340
  nChanged 25
		SP:Iteration 19Q (189636.410000 sec): 3 clusters
  Score: Raw -267380.303095 + Penalty 2644.273305 = -264736.029790
  nChanged 27
		SP:Iteration 20F (189636.480000 sec): 3 clusters
  Score: Raw -267392.426660 + Penalty 2644.273305 = -264748.153354
  nChanged 25
		SP:Iteration 21Q (189636.540000 sec): 3 clusters
  Score: Raw -267402.117216 + Penalty 2644.273305 = -264757.843911
  nChanged 16
		SP:Iteration 22Q (189636.610000 sec): 3 clusters
  Score: Raw -267409.003333 + Penalty 2644.273305 = -264764.730028
  nChanged 14
		SP:Iteration 23Q (189636.680000 sec): 3 clusters
  Score: Raw -267413.645662 + Penalty 2644.273305 = -264769.372356
  nChanged 8
		SP:Iteration 24Q (189636.750000 sec): 3 clusters
  Score: Raw -267416.633731 + Penalty 2644.273305 = -264772.360426
  nChanged 6
		SP:Iteration 25Q (189636.820000 sec): 3 clusters
  Score: Raw -267418.268611 + Penalty 2644.273305 = -264773.995306
  nChanged 4
		SP:Iteration 26Q (189636.880000 sec): 3 clusters
  Score: Raw -267420.428552 + Penalty 2644.273305 = -264776.155247
  nChanged 7
		SP:Iteration 27Q (189636.950000 sec): 3 clusters
  Score: Raw -267423.213116 + Penalty 2644.273305 = -264778.939811
  nChanged 10
		SP:Iteration 28Q (189637.020000 sec): 3 clusters
  Score: Raw -267426.689866 + Penalty 2644.273305 = -264782.416561
  nChanged 4
		SP:Iteration 29Q (189637.080000 sec): 3 clusters
  Score: Raw -267427.364964 + Penalty 2644.273305 = -264783.091659
  nChanged 1
		SP:Iteration 30Q (189637.150000 sec): 3 clusters
  Score: Raw -267427.465856 + Penalty 2644.273305 = -264783.192551
  nChanged 0
		SP:Iteration 31F (189637.220000 sec): 3 clusters
  Score: Raw -267427.465856 + Penalty 2644.273305 = -264783.192551
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 106 (6068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189637.310000 sec): 2 clusters
  Score: Raw -494259.114207 + Penalty 1415.502455 = -492843.611752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189637.480000 sec): 3 clusters
  Score: Raw -491068.072093 + Penalty 2831.004911 = -488237.067183
  nChanged 2542
		SP:Iteration 1F (189637.720000 sec): 3 clusters
  Score: Raw -492936.787887 + Penalty 2831.004911 = -490105.782976
  nChanged 612
		SP:Iteration 2F (189637.900000 sec): 3 clusters
  Score: Raw -493484.982988 + Penalty 2831.004911 = -490653.978078
  nChanged 449
		SP:Iteration 3F (189638.070000 sec): 3 clusters
  Score: Raw -493847.167190 + Penalty 2831.004911 = -491016.162279
  nChanged 367
		SP:Iteration 4F (189638.230000 sec): 3 clusters
  Score: Raw -494099.136278 + Penalty 2831.004911 = -491268.131367
  nChanged 275
		SP:Iteration 5Q (189638.400000 sec): 3 clusters
  Score: Raw -494261.291183 + Penalty 2831.004911 = -491430.286272
  nChanged 192
		SP:Iteration 6Q (189638.600000 sec): 3 clusters
  Score: Raw -494365.714794 + Penalty 2831.004911 = -491534.709883
  nChanged 157
		SP:Iteration 7Q (189638.780000 sec): 3 clusters
  Score: Raw -494442.896637 + Penalty 2831.004911 = -491611.891726
  nChanged 138
		SP:Iteration 8Q (189638.940000 sec): 3 clusters
  Score: Raw -494509.640775 + Penalty 2831.004911 = -491678.635864
  nChanged 108
		SP:Iteration 9Q (189639.110000 sec): 3 clusters
  Score: Raw -494554.466648 + Penalty 2831.004911 = -491723.461737
  nChanged 93
		SP:Iteration 10Q (189639.280000 sec): 3 clusters
  Score: Raw -494590.021285 + Penalty 2831.004911 = -491759.016374
  nChanged 71
		SP:Iteration 11Q (189639.450000 sec): 3 clusters
  Score: Raw -494612.138847 + Penalty 2831.004911 = -491781.133936
  nChanged 55
		SP:Iteration 12Q (189639.610000 sec): 3 clusters
  Score: Raw -494628.208760 + Penalty 2831.004911 = -491797.203849
  nChanged 42
		SP:Iteration 13Q (189639.780000 sec): 3 clusters
  Score: Raw -494642.662188 + Penalty 2831.004911 = -491811.657277
  nChanged 47
		SP:Iteration 14Q (189639.940000 sec): 3 clusters
  Score: Raw -494656.716314 + Penalty 2831.004911 = -491825.711403
  nChanged 45
		SP:Iteration 15Q (189640.080000 sec): 3 clusters
  Score: Raw -494676.865879 + Penalty 2831.004911 = -491845.860968
  nChanged 50
		SP:Iteration 16Q (189640.180000 sec): 3 clusters
  Score: Raw -494693.357566 + Penalty 2831.004911 = -491862.352655
  nChanged 47
		SP:Iteration 17Q (189640.280000 sec): 3 clusters
  Score: Raw -494707.375929 + Penalty 2831.004911 = -491876.371019
  nChanged 48
		SP:Iteration 18Q (189640.380000 sec): 3 clusters
  Score: Raw -494720.319888 + Penalty 2831.004911 = -491889.314977
  nChanged 39
		SP:Iteration 19Q (189640.480000 sec): 3 clusters
  Score: Raw -494731.227636 + Penalty 2831.004911 = -491900.222725
  nChanged 28
		SP:Iteration 20F (189640.580000 sec): 3 clusters
  Score: Raw -494736.949801 + Penalty 2831.004911 = -491905.944890
  nChanged 24
		SP:Iteration 21Q (189640.760000 sec): 3 clusters
  Score: Raw -494742.711262 + Penalty 2831.004911 = -491911.706352
  nChanged 21
		SP:Iteration 22Q (189640.950000 sec): 3 clusters
  Score: Raw -494746.854212 + Penalty 2831.004911 = -491915.849302
  nChanged 19
		SP:Iteration 23Q (189641.160000 sec): 3 clusters
  Score: Raw -494750.306438 + Penalty 2831.004911 = -491919.301528
  nChanged 13
		SP:Iteration 24Q (189641.310000 sec): 3 clusters
  Score: Raw -494752.620531 + Penalty 2831.004911 = -491921.615621
  nChanged 9
		SP:Iteration 25Q (189641.500000 sec): 3 clusters
  Score: Raw -494754.142491 + Penalty 2831.004911 = -491923.137580
  nChanged 4
		SP:Iteration 26Q (189641.690000 sec): 3 clusters
  Score: Raw -494754.815896 + Penalty 2831.004911 = -491923.810985
  nChanged 3
		SP:Iteration 27Q (189641.860000 sec): 3 clusters
  Score: Raw -494755.285405 + Penalty 2831.004911 = -491924.280495
  nChanged 3
		SP:Iteration 28Q (189642.020000 sec): 3 clusters
  Score: Raw -494755.807977 + Penalty 2831.004911 = -491924.803067
  nChanged 2
		SP:Iteration 29Q (189642.190000 sec): 3 clusters
  Score: Raw -494756.214984 + Penalty 2831.004911 = -491925.210073
  nChanged 3
		SP:Iteration 30Q (189642.360000 sec): 3 clusters
  Score: Raw -494756.571886 + Penalty 2831.004911 = -491925.566976
  nChanged 0
		SP:Iteration 31F (189642.520000 sec): 3 clusters
  Score: Raw -494756.571886 + Penalty 2831.004911 = -491925.566976
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 107 (771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189642.600000 sec): 2 clusters
  Score: Raw -59206.078098 + Penalty 1080.249361 = -58125.828737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189642.770000 sec): 3 clusters
  Score: Raw -59037.182646 + Penalty 2160.498721 = -56876.683925
  nChanged 206
		SP:Iteration 1F (189642.950000 sec): 3 clusters
  Score: Raw -59277.110100 + Penalty 2160.498721 = -57116.611379
  nChanged 78
		SP:Iteration 2F (189643.120000 sec): 3 clusters
  Score: Raw -59461.643959 + Penalty 2160.498721 = -57301.145237
  nChanged 61
		SP:Iteration 3F (189643.300000 sec): 3 clusters
  Score: Raw -59623.139945 + Penalty 2160.498721 = -57462.641224
  nChanged 51
		SP:Iteration 4F (189643.480000 sec): 3 clusters
  Score: Raw -59743.127264 + Penalty 2160.498721 = -57582.628543
  nChanged 36
		SP:Iteration 5Q (189643.650000 sec): 3 clusters
  Score: Raw -59828.390466 + Penalty 2160.498721 = -57667.891744
  nChanged 22
		SP:Iteration 6Q (189643.830000 sec): 3 clusters
  Score: Raw -59874.964884 + Penalty 2160.498721 = -57714.466162
  nChanged 17
		SP:Iteration 7Q (189644.010000 sec): 3 clusters
  Score: Raw -59908.021757 + Penalty 2160.498721 = -57747.523035
  nChanged 11
		SP:Iteration 8Q (189644.180000 sec): 3 clusters
  Score: Raw -59926.578983 + Penalty 2160.498721 = -57766.080262
  nChanged 10
		SP:Iteration 9Q (189644.360000 sec): 3 clusters
  Score: Raw -59946.816427 + Penalty 2160.498721 = -57786.317706
  nChanged 6
		SP:Iteration 10Q (189644.530000 sec): 3 clusters
  Score: Raw -59956.377773 + Penalty 2160.498721 = -57795.879051
  nChanged 5
		SP:Iteration 11Q (189644.710000 sec): 3 clusters
  Score: Raw -59963.253296 + Penalty 2160.498721 = -57802.754575
  nChanged 2
		SP:Iteration 12Q (189644.890000 sec): 3 clusters
  Score: Raw -59967.027989 + Penalty 2160.498721 = -57806.529268
  nChanged 4
		SP:Iteration 13Q (189645.060000 sec): 3 clusters
  Score: Raw -59975.395711 + Penalty 2160.498721 = -57814.896989
  nChanged 2
		SP:Iteration 14Q (189645.240000 sec): 3 clusters
  Score: Raw -59979.102094 + Penalty 2160.498721 = -57818.603373
  nChanged 5
		SP:Iteration 15Q (189645.410000 sec): 3 clusters
  Score: Raw -59989.314969 + Penalty 2160.498721 = -57828.816247
  nChanged 5
		SP:Iteration 16Q (189645.590000 sec): 3 clusters
  Score: Raw -59996.435475 + Penalty 2160.498721 = -57835.936754
  nChanged 2
		SP:Iteration 17Q (189645.770000 sec): 3 clusters
  Score: Raw -59999.241382 + Penalty 2160.498721 = -57838.742661
  nChanged 2
		SP:Iteration 18Q (189645.940000 sec): 3 clusters
  Score: Raw -60002.251301 + Penalty 2160.498721 = -57841.752580
  nChanged 1
		SP:Iteration 19Q (189646.110000 sec): 3 clusters
  Score: Raw -60002.963923 + Penalty 2160.498721 = -57842.465202
  nChanged 0
		SP:Iteration 20F (189646.290000 sec): 3 clusters
  Score: Raw -60002.963923 + Penalty 2160.498721 = -57842.465202
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 108 (5039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189646.410000 sec): 2 clusters
  Score: Raw -424459.090229 + Penalty 1385.306476 = -423073.783753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189646.580000 sec): 3 clusters
  Score: Raw -421894.745210 + Penalty 2770.612952 = -419124.132258
  nChanged 2047
		SP:Iteration 1F (189646.760000 sec): 3 clusters
  Score: Raw -423094.976481 + Penalty 2770.612952 = -420324.363530
  nChanged 374
		SP:Iteration 2F (189646.930000 sec): 3 clusters
  Score: Raw -423304.316653 + Penalty 2770.612952 = -420533.703701
  nChanged 283
		SP:Iteration 3F (189647.110000 sec): 3 clusters
  Score: Raw -423460.917775 + Penalty 2770.612952 = -420690.304824
  nChanged 233
		SP:Iteration 4Q (189647.290000 sec): 3 clusters
  Score: Raw -423601.130350 + Penalty 2770.612952 = -420830.517398
  nChanged 224
		SP:Iteration 5Q (189647.460000 sec): 3 clusters
  Score: Raw -423761.285501 + Penalty 2770.612952 = -420990.672550
  nChanged 243
		SP:Iteration 6Q (189647.640000 sec): 3 clusters
  Score: Raw -423940.887850 + Penalty 2770.612952 = -421170.274898
  nChanged 224
		SP:Iteration 7Q (189647.810000 sec): 3 clusters
  Score: Raw -424132.282000 + Penalty 2770.612952 = -421361.669048
  nChanged 218
		SP:Iteration 8Q (189647.990000 sec): 3 clusters
  Score: Raw -424331.415408 + Penalty 2770.612952 = -421560.802456
  nChanged 227
		SP:Iteration 9Q (189648.160000 sec): 3 clusters
  Score: Raw -424551.977757 + Penalty 2770.612952 = -421781.364805
  nChanged 207
		SP:Iteration 10Q (189648.340000 sec): 3 clusters
  Score: Raw -424744.405134 + Penalty 2770.612952 = -421973.792182
  nChanged 171
		SP:Iteration 11Q (189648.510000 sec): 3 clusters
  Score: Raw -424908.277631 + Penalty 2770.612952 = -422137.664680
  nChanged 157
		SP:Iteration 12Q (189648.690000 sec): 3 clusters
  Score: Raw -425066.350967 + Penalty 2770.612952 = -422295.738015
  nChanged 138
		SP:Iteration 13Q (189648.860000 sec): 3 clusters
  Score: Raw -425179.395012 + Penalty 2770.612952 = -422408.782060
  nChanged 117
		SP:Iteration 14Q (189649.040000 sec): 3 clusters
  Score: Raw -425244.803304 + Penalty 2770.612952 = -422474.190352
  nChanged 72
		SP:Iteration 15Q (189649.260000 sec): 3 clusters
  Score: Raw -425278.232623 + Penalty 2770.612952 = -422507.619671
  nChanged 45
		SP:Iteration 16Q (189649.430000 sec): 3 clusters
  Score: Raw -425296.586136 + Penalty 2770.612952 = -422525.973184
  nChanged 36
		SP:Iteration 17Q (189649.610000 sec): 3 clusters
  Score: Raw -425310.801016 + Penalty 2770.612952 = -422540.188064
  nChanged 30
		SP:Iteration 18Q (189649.780000 sec): 3 clusters
  Score: Raw -425321.741290 + Penalty 2770.612952 = -422551.128338
  nChanged 32
		SP:Iteration 19Q (189649.960000 sec): 3 clusters
  Score: Raw -425330.201492 + Penalty 2770.612952 = -422559.588540
  nChanged 16
		SP:Iteration 20F (189650.130000 sec): 3 clusters
  Score: Raw -425341.185506 + Penalty 2770.612952 = -422570.572555
  nChanged 18
		SP:Iteration 21Q (189650.310000 sec): 3 clusters
  Score: Raw -425349.014279 + Penalty 2770.612952 = -422578.401327
  nChanged 16
		SP:Iteration 22Q (189650.480000 sec): 3 clusters
  Score: Raw -425354.885981 + Penalty 2770.612952 = -422584.273030
  nChanged 13
		SP:Iteration 23Q (189650.660000 sec): 3 clusters
  Score: Raw -425357.899399 + Penalty 2770.612952 = -422587.286447
  nChanged 9
		SP:Iteration 24Q (189650.830000 sec): 3 clusters
  Score: Raw -425360.250952 + Penalty 2770.612952 = -422589.638000
  nChanged 11
		SP:Iteration 25Q (189651.000000 sec): 3 clusters
  Score: Raw -425362.754110 + Penalty 2770.612952 = -422592.141158
  nChanged 16
		SP:Iteration 26Q (189651.170000 sec): 3 clusters
  Score: Raw -425367.782937 + Penalty 2770.612952 = -422597.169985
  nChanged 14
		SP:Iteration 27Q (189651.350000 sec): 3 clusters
  Score: Raw -425372.071698 + Penalty 2770.612952 = -422601.458746
  nChanged 14
		SP:Iteration 28Q (189651.530000 sec): 3 clusters
  Score: Raw -425375.801080 + Penalty 2770.612952 = -422605.188128
  nChanged 13
		SP:Iteration 29Q (189651.700000 sec): 3 clusters
  Score: Raw -425379.010642 + Penalty 2770.612952 = -422608.397690
  nChanged 6
		SP:Iteration 30Q (189651.880000 sec): 3 clusters
  Score: Raw -425380.682395 + Penalty 2770.612952 = -422610.069443
  nChanged 5
		SP:Iteration 31Q (189652.050000 sec): 3 clusters
  Score: Raw -425381.509783 + Penalty 2770.612952 = -422610.896831
  nChanged 5
		SP:Iteration 32Q (189652.230000 sec): 3 clusters
  Score: Raw -425382.141019 + Penalty 2770.612952 = -422611.528067
  nChanged 1
		SP:Iteration 33Q (189652.410000 sec): 3 clusters
  Score: Raw -425382.215087 + Penalty 2770.612952 = -422611.602135
  nChanged 0
		SP:Iteration 34F (189652.580000 sec): 3 clusters
  Score: Raw -425382.215087 + Penalty 2770.612952 = -422611.602135
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 109 (8119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189652.690000 sec): 2 clusters
  Score: Raw -771291.310039 + Penalty 1462.818869 = -769828.491170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189652.910000 sec): 3 clusters
  Score: Raw -766741.245950 + Penalty 2925.637739 = -763815.608211
  nChanged 3498
		SP:Iteration 1F (189653.110000 sec): 3 clusters
  Score: Raw -768722.013201 + Penalty 2925.637739 = -765796.375462
  nChanged 635
		SP:Iteration 2F (189653.290000 sec): 3 clusters
  Score: Raw -769125.270072 + Penalty 2925.637739 = -766199.632333
  nChanged 570
		SP:Iteration 3F (189653.420000 sec): 3 clusters
  Score: Raw -769498.345930 + Penalty 2925.637739 = -766572.708191
  nChanged 538
		SP:Iteration 4F (189653.620000 sec): 3 clusters
  Score: Raw -769827.831344 + Penalty 2925.637739 = -766902.193605
  nChanged 450
		SP:Iteration 5F (189653.810000 sec): 3 clusters
  Score: Raw -770082.556783 + Penalty 2925.637739 = -767156.919044
  nChanged 388
		SP:Iteration 6Q (189654.010000 sec): 3 clusters
  Score: Raw -770281.261586 + Penalty 2925.637739 = -767355.623848
  nChanged 309
		SP:Iteration 7Q (189654.210000 sec): 3 clusters
  Score: Raw -770429.424443 + Penalty 2925.637739 = -767503.786705
  nChanged 260
		SP:Iteration 8Q (189654.410000 sec): 3 clusters
  Score: Raw -770563.501290 + Penalty 2925.637739 = -767637.863551
  nChanged 236
		SP:Iteration 9Q (189654.610000 sec): 3 clusters
  Score: Raw -770672.064739 + Penalty 2925.637739 = -767746.427001
  nChanged 202
		SP:Iteration 10Q (189654.810000 sec): 3 clusters
  Score: Raw -770761.443622 + Penalty 2925.637739 = -767835.805883
  nChanged 173
		SP:Iteration 11Q (189655.000000 sec): 3 clusters
  Score: Raw -770837.063201 + Penalty 2925.637739 = -767911.425463
  nChanged 141
		SP:Iteration 12Q (189655.200000 sec): 3 clusters
  Score: Raw -770891.228158 + Penalty 2925.637739 = -767965.590420
  nChanged 129
		SP:Iteration 13Q (189655.400000 sec): 3 clusters
  Score: Raw -770941.500316 + Penalty 2925.637739 = -768015.862577
  nChanged 112
		SP:Iteration 14Q (189655.590000 sec): 3 clusters
  Score: Raw -770992.613006 + Penalty 2925.637739 = -768066.975267
  nChanged 102
		SP:Iteration 15Q (189655.790000 sec): 3 clusters
  Score: Raw -771038.670461 + Penalty 2925.637739 = -768113.032722
  nChanged 93
		SP:Iteration 16Q (189655.990000 sec): 3 clusters
  Score: Raw -771088.122006 + Penalty 2925.637739 = -768162.484267
  nChanged 88
		SP:Iteration 17Q (189656.190000 sec): 3 clusters
  Score: Raw -771136.116935 + Penalty 2925.637739 = -768210.479197
  nChanged 92
		SP:Iteration 18Q (189656.420000 sec): 3 clusters
  Score: Raw -771182.692574 + Penalty 2925.637739 = -768257.054836
  nChanged 75
		SP:Iteration 19Q (189656.620000 sec): 3 clusters
  Score: Raw -771222.250667 + Penalty 2925.637739 = -768296.612928
  nChanged 67
		SP:Iteration 20F (189656.750000 sec): 3 clusters
  Score: Raw -771255.471841 + Penalty 2925.637739 = -768329.834102
  nChanged 60
		SP:Iteration 21Q (189656.940000 sec): 3 clusters
  Score: Raw -771287.990499 + Penalty 2925.637739 = -768362.352760
  nChanged 55
		SP:Iteration 22Q (189657.150000 sec): 3 clusters
  Score: Raw -771319.028289 + Penalty 2925.637739 = -768393.390550
  nChanged 45
		SP:Iteration 23Q (189657.340000 sec): 3 clusters
  Score: Raw -771343.720353 + Penalty 2925.637739 = -768418.082614
  nChanged 37
		SP:Iteration 24Q (189657.550000 sec): 3 clusters
  Score: Raw -771362.446353 + Penalty 2925.637739 = -768436.808614
  nChanged 27
		SP:Iteration 25Q (189657.740000 sec): 3 clusters
  Score: Raw -771379.915536 + Penalty 2925.637739 = -768454.277798
  nChanged 26
		SP:Iteration 26Q (189657.940000 sec): 3 clusters
  Score: Raw -771393.108690 + Penalty 2925.637739 = -768467.470951
  nChanged 33
		SP:Iteration 27Q (189658.130000 sec): 3 clusters
  Score: Raw -771412.140433 + Penalty 2925.637739 = -768486.502695
  nChanged 34
		SP:Iteration 28Q (189658.330000 sec): 3 clusters
  Score: Raw -771434.637807 + Penalty 2925.637739 = -768509.000068
  nChanged 32
		SP:Iteration 29Q (189658.530000 sec): 3 clusters
  Score: Raw -771455.227354 + Penalty 2925.637739 = -768529.589615
  nChanged 25
		SP:Iteration 30Q (189658.720000 sec): 3 clusters
  Score: Raw -771468.025658 + Penalty 2925.637739 = -768542.387919
  nChanged 26
		SP:Iteration 31Q (189658.920000 sec): 3 clusters
  Score: Raw -771481.425028 + Penalty 2925.637739 = -768555.787290
  nChanged 14
		SP:Iteration 32Q (189659.120000 sec): 3 clusters
  Score: Raw -771491.583551 + Penalty 2925.637739 = -768565.945812
  nChanged 17
		SP:Iteration 33Q (189659.320000 sec): 3 clusters
  Score: Raw -771503.282476 + Penalty 2925.637739 = -768577.644737
  nChanged 16
		SP:Iteration 34Q (189659.510000 sec): 3 clusters
  Score: Raw -771513.196390 + Penalty 2925.637739 = -768587.558651
  nChanged 9
		SP:Iteration 35Q (189659.710000 sec): 3 clusters
  Score: Raw -771520.726728 + Penalty 2925.637739 = -768595.088989
  nChanged 11
		SP:Iteration 36Q (189659.910000 sec): 3 clusters
  Score: Raw -771528.724214 + Penalty 2925.637739 = -768603.086475
  nChanged 12
		SP:Iteration 37Q (189660.100000 sec): 3 clusters
  Score: Raw -771535.655272 + Penalty 2925.637739 = -768610.017533
  nChanged 4
		SP:Iteration 38Q (189660.300000 sec): 3 clusters
  Score: Raw -771537.858671 + Penalty 2925.637739 = -768612.220932
  nChanged 7
		SP:Iteration 39Q (189660.540000 sec): 3 clusters
  Score: Raw -771540.345449 + Penalty 2925.637739 = -768614.707710
  nChanged 3
		SP:Iteration 40F (189660.690000 sec): 3 clusters
  Score: Raw -771542.529104 + Penalty 2925.637739 = -768616.891365
  nChanged 3
		SP:Iteration 41Q (189660.890000 sec): 3 clusters
  Score: Raw -771544.369840 + Penalty 2925.637739 = -768618.732101
  nChanged 1
		SP:Iteration 42Q (189661.090000 sec): 3 clusters
  Score: Raw -771545.404177 + Penalty 2925.637739 = -768619.766438
  nChanged 3
		SP:Iteration 43Q (189661.290000 sec): 3 clusters
  Score: Raw -771547.728255 + Penalty 2925.637739 = -768622.090517
  nChanged 3
		SP:Iteration 44Q (189661.490000 sec): 3 clusters
  Score: Raw -771550.081539 + Penalty 2925.637739 = -768624.443800
  nChanged 1
		SP:Iteration 45Q (189661.680000 sec): 3 clusters
  Score: Raw -771551.055567 + Penalty 2925.637739 = -768625.417828
  nChanged 3
		SP:Iteration 46Q (189661.880000 sec): 3 clusters
  Score: Raw -771553.732626 + Penalty 2925.637739 = -768628.094887
  nChanged 2
		SP:Iteration 47Q (189662.070000 sec): 3 clusters
  Score: Raw -771555.462189 + Penalty 2925.637739 = -768629.824450
  nChanged 2
		SP:Iteration 48Q (189662.270000 sec): 3 clusters
  Score: Raw -771556.521440 + Penalty 2925.637739 = -768630.883701
  nChanged 1
		SP:Iteration 49Q (189662.470000 sec): 3 clusters
  Score: Raw -771557.075562 + Penalty 2925.637739 = -768631.437824
  nChanged 1
		SP:Iteration 50Q (189662.670000 sec): 3 clusters
  Score: Raw -771557.690996 + Penalty 2925.637739 = -768632.053257
  nChanged 0
		SP:Iteration 51F (189662.860000 sec): 3 clusters
  Score: Raw -771557.690996 + Penalty 2925.637739 = -768632.053257
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 110 (4951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189662.940000 sec): 2 clusters
  Score: Raw -450379.865998 + Penalty 1382.443539 = -448997.422459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189663.040000 sec): 3 clusters
  Score: Raw -447779.761531 + Penalty 2764.887078 = -445014.874453
  nChanged 2019
		SP:Iteration 1F (189663.130000 sec): 3 clusters
  Score: Raw -449129.739492 + Penalty 2764.887078 = -446364.852414
  nChanged 427
		SP:Iteration 2F (189663.230000 sec): 3 clusters
  Score: Raw -449487.120754 + Penalty 2764.887078 = -446722.233676
  nChanged 360
		SP:Iteration 3F (189663.320000 sec): 3 clusters
  Score: Raw -449801.250419 + Penalty 2764.887078 = -447036.363341
  nChanged 307
		SP:Iteration 4F (189663.410000 sec): 3 clusters
  Score: Raw -450042.806975 + Penalty 2764.887078 = -447277.919897
  nChanged 263
		SP:Iteration 5F (189663.530000 sec): 3 clusters
  Score: Raw -450256.177244 + Penalty 2764.887078 = -447491.290166
  nChanged 209
		SP:Iteration 6Q (189663.630000 sec): 3 clusters
  Score: Raw -450395.892513 + Penalty 2764.887078 = -447631.005435
  nChanged 149
		SP:Iteration 7Q (189663.720000 sec): 3 clusters
  Score: Raw -450473.427022 + Penalty 2764.887078 = -447708.539944
  nChanged 104
		SP:Iteration 8Q (189663.810000 sec): 3 clusters
  Score: Raw -450527.756767 + Penalty 2764.887078 = -447762.869689
  nChanged 99
		SP:Iteration 9Q (189663.900000 sec): 3 clusters
  Score: Raw -450577.077182 + Penalty 2764.887078 = -447812.190104
  nChanged 90
		SP:Iteration 10Q (189663.990000 sec): 3 clusters
  Score: Raw -450619.286282 + Penalty 2764.887078 = -447854.399204
  nChanged 78
		SP:Iteration 11Q (189664.090000 sec): 3 clusters
  Score: Raw -450655.394151 + Penalty 2764.887078 = -447890.507073
  nChanged 68
		SP:Iteration 12Q (189664.260000 sec): 3 clusters
  Score: Raw -450687.810345 + Penalty 2764.887078 = -447922.923267
  nChanged 55
		SP:Iteration 13Q (189664.440000 sec): 3 clusters
  Score: Raw -450713.868432 + Penalty 2764.887078 = -447948.981354
  nChanged 53
		SP:Iteration 14Q (189664.610000 sec): 3 clusters
  Score: Raw -450740.086513 + Penalty 2764.887078 = -447975.199435
  nChanged 44
		SP:Iteration 15Q (189664.790000 sec): 3 clusters
  Score: Raw -450756.062478 + Penalty 2764.887078 = -447991.175400
  nChanged 34
		SP:Iteration 16Q (189664.970000 sec): 3 clusters
  Score: Raw -450769.494774 + Penalty 2764.887078 = -448004.607696
  nChanged 33
		SP:Iteration 17Q (189665.060000 sec): 3 clusters
  Score: Raw -450781.037672 + Penalty 2764.887078 = -448016.150594
  nChanged 26
		SP:Iteration 18Q (189665.150000 sec): 3 clusters
  Score: Raw -450790.004701 + Penalty 2764.887078 = -448025.117623
  nChanged 19
		SP:Iteration 19Q (189665.240000 sec): 3 clusters
  Score: Raw -450798.106164 + Penalty 2764.887078 = -448033.219086
  nChanged 24
		SP:Iteration 20F (189665.330000 sec): 3 clusters
  Score: Raw -450806.379205 + Penalty 2764.887078 = -448041.492127
  nChanged 18
		SP:Iteration 21Q (189665.430000 sec): 3 clusters
  Score: Raw -450812.581541 + Penalty 2764.887078 = -448047.694463
  nChanged 15
		SP:Iteration 22Q (189665.520000 sec): 3 clusters
  Score: Raw -450818.022384 + Penalty 2764.887078 = -448053.135306
  nChanged 15
		SP:Iteration 23Q (189665.610000 sec): 3 clusters
  Score: Raw -450824.752555 + Penalty 2764.887078 = -448059.865477
  nChanged 14
		SP:Iteration 24Q (189665.700000 sec): 3 clusters
  Score: Raw -450829.420604 + Penalty 2764.887078 = -448064.533526
  nChanged 9
		SP:Iteration 25Q (189665.790000 sec): 3 clusters
  Score: Raw -450831.466611 + Penalty 2764.887078 = -448066.579533
  nChanged 7
		SP:Iteration 26Q (189665.880000 sec): 3 clusters
  Score: Raw -450833.443186 + Penalty 2764.887078 = -448068.556108
  nChanged 10
		SP:Iteration 27Q (189665.970000 sec): 3 clusters
  Score: Raw -450835.947182 + Penalty 2764.887078 = -448071.060104
  nChanged 4
		SP:Iteration 28Q (189666.060000 sec): 3 clusters
  Score: Raw -450837.573636 + Penalty 2764.887078 = -448072.686558
  nChanged 2
		SP:Iteration 29Q (189666.150000 sec): 3 clusters
  Score: Raw -450837.953785 + Penalty 2764.887078 = -448073.066707
  nChanged 2
		SP:Iteration 30Q (189666.250000 sec): 3 clusters
  Score: Raw -450838.443436 + Penalty 2764.887078 = -448073.556358
  nChanged 0
		SP:Iteration 31F (189666.340000 sec): 3 clusters
  Score: Raw -450838.443436 + Penalty 2764.887078 = -448073.556358
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 111 (3997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189666.440000 sec): 2 clusters
  Score: Raw -341784.271581 + Penalty 1347.661146 = -340436.610435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189666.610000 sec): 3 clusters
  Score: Raw -339823.744536 + Penalty 2695.322292 = -337128.422244
  nChanged 1549
		SP:Iteration 1F (189666.790000 sec): 3 clusters
  Score: Raw -340690.364133 + Penalty 2695.322292 = -337995.041842
  nChanged 315
		SP:Iteration 2F (189666.950000 sec): 3 clusters
  Score: Raw -340880.173118 + Penalty 2695.322292 = -338184.850827
  nChanged 228
		SP:Iteration 3F (189667.140000 sec): 3 clusters
  Score: Raw -341030.943862 + Penalty 2695.322292 = -338335.621570
  nChanged 213
		SP:Iteration 4F (189667.310000 sec): 3 clusters
  Score: Raw -341163.682615 + Penalty 2695.322292 = -338468.360323
  nChanged 207
		SP:Iteration 5F (189667.490000 sec): 3 clusters
  Score: Raw -341314.468613 + Penalty 2695.322292 = -338619.146321
  nChanged 209
		SP:Iteration 6F (189667.670000 sec): 3 clusters
  Score: Raw -341478.155540 + Penalty 2695.322292 = -338782.833248
  nChanged 208
		SP:Iteration 7F (189667.840000 sec): 3 clusters
  Score: Raw -341647.552474 + Penalty 2695.322292 = -338952.230182
  nChanged 204
		SP:Iteration 8F (189668.020000 sec): 3 clusters
  Score: Raw -341839.412383 + Penalty 2695.322292 = -339144.090092
  nChanged 217
		SP:Iteration 9F (189668.190000 sec): 3 clusters
  Score: Raw -342044.965136 + Penalty 2695.322292 = -339349.642844
  nChanged 170
		SP:Iteration 10Q (189668.370000 sec): 3 clusters
  Score: Raw -342197.420565 + Penalty 2695.322292 = -339502.098273
  nChanged 125
		SP:Iteration 11Q (189668.550000 sec): 3 clusters
  Score: Raw -342307.011544 + Penalty 2695.322292 = -339611.689252
  nChanged 94
		SP:Iteration 12Q (189668.720000 sec): 3 clusters
  Score: Raw -342384.616401 + Penalty 2695.322292 = -339689.294110
  nChanged 65
		SP:Iteration 13Q (189668.900000 sec): 3 clusters
  Score: Raw -342432.982976 + Penalty 2695.322292 = -339737.660684
  nChanged 56
		SP:Iteration 14Q (189669.070000 sec): 3 clusters
  Score: Raw -342472.801779 + Penalty 2695.322292 = -339777.479487
  nChanged 34
		SP:Iteration 15Q (189669.250000 sec): 3 clusters
  Score: Raw -342495.508911 + Penalty 2695.322292 = -339800.186620
  nChanged 29
		SP:Iteration 16Q (189669.430000 sec): 3 clusters
  Score: Raw -342514.218470 + Penalty 2695.322292 = -339818.896178
  nChanged 24
		SP:Iteration 17Q (189669.600000 sec): 3 clusters
  Score: Raw -342529.344831 + Penalty 2695.322292 = -339834.022540
  nChanged 22
		SP:Iteration 18Q (189669.780000 sec): 3 clusters
  Score: Raw -342538.958058 + Penalty 2695.322292 = -339843.635766
  nChanged 15
		SP:Iteration 19Q (189669.950000 sec): 3 clusters
  Score: Raw -342546.562231 + Penalty 2695.322292 = -339851.239940
  nChanged 9
		SP:Iteration 20F (189670.130000 sec): 3 clusters
  Score: Raw -342551.134919 + Penalty 2695.322292 = -339855.812627
  nChanged 7
		SP:Iteration 21Q (189670.310000 sec): 3 clusters
  Score: Raw -342554.789237 + Penalty 2695.322292 = -339859.466945
  nChanged 7
		SP:Iteration 22Q (189670.480000 sec): 3 clusters
  Score: Raw -342556.554350 + Penalty 2695.322292 = -339861.232058
  nChanged 0
		SP:Iteration 23F (189670.660000 sec): 3 clusters
  Score: Raw -342556.554350 + Penalty 2695.322292 = -339861.232058
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 112 (3079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189670.760000 sec): 2 clusters
  Score: Raw -264047.116103 + Penalty 1305.258524 = -262741.857579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189670.940000 sec): 3 clusters
  Score: Raw -262572.985244 + Penalty 2610.517048 = -259962.468196
  nChanged 1218
		SP:Iteration 1F (189671.110000 sec): 3 clusters
  Score: Raw -263324.847524 + Penalty 2610.517048 = -260714.330476
  nChanged 277
		SP:Iteration 2F (189671.290000 sec): 3 clusters
  Score: Raw -263499.133974 + Penalty 2610.517048 = -260888.616926
  nChanged 169
		SP:Iteration 3F (189671.470000 sec): 3 clusters
  Score: Raw -263602.829240 + Penalty 2610.517048 = -260992.312191
  nChanged 135
		SP:Iteration 4Q (189671.640000 sec): 3 clusters
  Score: Raw -263685.249490 + Penalty 2610.517048 = -261074.732442
  nChanged 118
		SP:Iteration 5Q (189671.820000 sec): 3 clusters
  Score: Raw -263776.671080 + Penalty 2610.517048 = -261166.154032
  nChanged 135
		SP:Iteration 6Q (189671.990000 sec): 3 clusters
  Score: Raw -263883.524315 + Penalty 2610.517048 = -261273.007267
  nChanged 140
		SP:Iteration 7Q (189672.170000 sec): 3 clusters
  Score: Raw -264010.168738 + Penalty 2610.517048 = -261399.651690
  nChanged 140
		SP:Iteration 8Q (189672.350000 sec): 3 clusters
  Score: Raw -264134.126448 + Penalty 2610.517048 = -261523.609400
  nChanged 102
		SP:Iteration 9Q (189672.520000 sec): 3 clusters
  Score: Raw -264208.233543 + Penalty 2610.517048 = -261597.716495
  nChanged 90
		SP:Iteration 10Q (189672.700000 sec): 3 clusters
  Score: Raw -264270.068055 + Penalty 2610.517048 = -261659.551007
  nChanged 69
		SP:Iteration 11Q (189672.870000 sec): 3 clusters
  Score: Raw -264307.296699 + Penalty 2610.517048 = -261696.779651
  nChanged 48
		SP:Iteration 12Q (189673.050000 sec): 3 clusters
  Score: Raw -264334.030764 + Penalty 2610.517048 = -261723.513716
  nChanged 38
		SP:Iteration 13Q (189673.230000 sec): 3 clusters
  Score: Raw -264351.528307 + Penalty 2610.517048 = -261741.011259
  nChanged 16
		SP:Iteration 14Q (189673.400000 sec): 3 clusters
  Score: Raw -264358.404730 + Penalty 2610.517048 = -261747.887682
  nChanged 13
		SP:Iteration 15Q (189673.570000 sec): 3 clusters
  Score: Raw -264362.072133 + Penalty 2610.517048 = -261751.555085
  nChanged 12
		SP:Iteration 16Q (189673.750000 sec): 3 clusters
  Score: Raw -264365.420019 + Penalty 2610.517048 = -261754.902971
  nChanged 10
		SP:Iteration 17Q (189673.930000 sec): 3 clusters
  Score: Raw -264368.031137 + Penalty 2610.517048 = -261757.514089
  nChanged 6
		SP:Iteration 18Q (189674.100000 sec): 3 clusters
  Score: Raw -264370.083590 + Penalty 2610.517048 = -261759.566542
  nChanged 6
		SP:Iteration 19Q (189674.280000 sec): 3 clusters
  Score: Raw -264372.079881 + Penalty 2610.517048 = -261761.562833
  nChanged 7
		SP:Iteration 20F (189674.450000 sec): 3 clusters
  Score: Raw -264376.656991 + Penalty 2610.517048 = -261766.139943
  nChanged 8
		SP:Iteration 21Q (189674.630000 sec): 3 clusters
  Score: Raw -264379.509508 + Penalty 2610.517048 = -261768.992460
  nChanged 5
		SP:Iteration 22Q (189674.810000 sec): 3 clusters
  Score: Raw -264381.214113 + Penalty 2610.517048 = -261770.697065
  nChanged 5
		SP:Iteration 23Q (189674.980000 sec): 3 clusters
  Score: Raw -264383.556651 + Penalty 2610.517048 = -261773.039602
  nChanged 4
		SP:Iteration 24Q (189675.160000 sec): 3 clusters
  Score: Raw -264384.405783 + Penalty 2610.517048 = -261773.888735
  nChanged 1
		SP:Iteration 25Q (189675.330000 sec): 3 clusters
  Score: Raw -264384.625293 + Penalty 2610.517048 = -261774.108245
  nChanged 0
		SP:Iteration 26F (189675.510000 sec): 3 clusters
  Score: Raw -264384.625293 + Penalty 2610.517048 = -261774.108245
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 113 (789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189675.590000 sec): 2 clusters
  Score: Raw -59823.522758 + Penalty 1083.999527 = -58739.523230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189675.680000 sec): 3 clusters
  Score: Raw -59634.788952 + Penalty 2167.999054 = -57466.789898
  nChanged 234
		SP:Iteration 1F (189675.710000 sec): 3 clusters
  Score: Raw -59915.947056 + Penalty 2167.999054 = -57747.948001
  nChanged 58
		SP:Iteration 2F (189675.730000 sec): 3 clusters
  Score: Raw -60028.978087 + Penalty 2167.999054 = -57860.979033
  nChanged 38
		SP:Iteration 3Q (189675.760000 sec): 3 clusters
  Score: Raw -60090.004399 + Penalty 2167.999054 = -57922.005344
  nChanged 27
		SP:Iteration 4Q (189675.780000 sec): 3 clusters
  Score: Raw -60138.158104 + Penalty 2167.999054 = -57970.159049
  nChanged 19
		SP:Iteration 5Q (189675.800000 sec): 3 clusters
  Score: Raw -60168.364926 + Penalty 2167.999054 = -58000.365872
  nChanged 13
		SP:Iteration 6Q (189675.830000 sec): 3 clusters
  Score: Raw -60195.074407 + Penalty 2167.999054 = -58027.075353
  nChanged 13
		SP:Iteration 7Q (189675.850000 sec): 3 clusters
  Score: Raw -60217.841274 + Penalty 2167.999054 = -58049.842219
  nChanged 10
		SP:Iteration 8Q (189675.880000 sec): 3 clusters
  Score: Raw -60233.842357 + Penalty 2167.999054 = -58065.843303
  nChanged 7
		SP:Iteration 9Q (189675.900000 sec): 3 clusters
  Score: Raw -60242.666083 + Penalty 2167.999054 = -58074.667029
  nChanged 3
		SP:Iteration 10Q (189675.920000 sec): 3 clusters
  Score: Raw -60245.119223 + Penalty 2167.999054 = -58077.120168
  nChanged 0
		SP:Iteration 11F (189675.950000 sec): 3 clusters
  Score: Raw -60245.119223 + Penalty 2167.999054 = -58077.120168
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 114 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189676.020000 sec): 2 clusters
  Score: Raw -184772.971311 + Penalty 1218.746188 = -183554.225123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189676.060000 sec): 3 clusters
  Score: Raw -183999.017451 + Penalty 2437.492376 = -181561.525076
  nChanged 628
		SP:Iteration 1F (189676.090000 sec): 3 clusters
  Score: Raw -184388.032887 + Penalty 2437.492376 = -181950.540511
  nChanged 152
		SP:Iteration 2F (189676.130000 sec): 3 clusters
  Score: Raw -184503.627661 + Penalty 2437.492376 = -182066.135285
  nChanged 84
		SP:Iteration 3Q (189676.170000 sec): 3 clusters
  Score: Raw -184555.222102 + Penalty 2437.492376 = -182117.729726
  nChanged 43
		SP:Iteration 4Q (189676.210000 sec): 3 clusters
  Score: Raw -184582.062953 + Penalty 2437.492376 = -182144.570577
  nChanged 32
		SP:Iteration 5Q (189676.250000 sec): 3 clusters
  Score: Raw -184599.225689 + Penalty 2437.492376 = -182161.733313
  nChanged 22
		SP:Iteration 6Q (189676.300000 sec): 3 clusters
  Score: Raw -184612.576635 + Penalty 2437.492376 = -182175.084260
  nChanged 12
		SP:Iteration 7Q (189676.330000 sec): 3 clusters
  Score: Raw -184622.097309 + Penalty 2437.492376 = -182184.604934
  nChanged 16
		SP:Iteration 8Q (189676.470000 sec): 3 clusters
  Score: Raw -184630.395212 + Penalty 2437.492376 = -182192.902837
  nChanged 8
		SP:Iteration 9Q (189676.650000 sec): 3 clusters
  Score: Raw -184634.284030 + Penalty 2437.492376 = -182196.791654
  nChanged 8
		SP:Iteration 10Q (189676.820000 sec): 3 clusters
  Score: Raw -184636.762526 + Penalty 2437.492376 = -182199.270150
  nChanged 9
		SP:Iteration 11Q (189677.000000 sec): 3 clusters
  Score: Raw -184640.920666 + Penalty 2437.492376 = -182203.428290
  nChanged 10
		SP:Iteration 12Q (189677.180000 sec): 3 clusters
  Score: Raw -184645.510315 + Penalty 2437.492376 = -182208.017939
  nChanged 5
		SP:Iteration 13Q (189677.350000 sec): 3 clusters
  Score: Raw -184647.923012 + Penalty 2437.492376 = -182210.430636
  nChanged 6
		SP:Iteration 14Q (189677.520000 sec): 3 clusters
  Score: Raw -184650.447307 + Penalty 2437.492376 = -182212.954932
  nChanged 5
		SP:Iteration 15Q (189677.690000 sec): 3 clusters
  Score: Raw -184651.934160 + Penalty 2437.492376 = -182214.441784
  nChanged 3
		SP:Iteration 16Q (189677.860000 sec): 3 clusters
  Score: Raw -184653.457899 + Penalty 2437.492376 = -182215.965523
  nChanged 2
		SP:Iteration 17Q (189678.020000 sec): 3 clusters
  Score: Raw -184654.186435 + Penalty 2437.492376 = -182216.694059
  nChanged 0
		SP:Iteration 18F (189678.180000 sec): 3 clusters
  Score: Raw -184654.186435 + Penalty 2437.492376 = -182216.694059
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 115 (6103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189678.280000 sec): 2 clusters
  Score: Raw -521528.732485 + Penalty 1416.437057 = -520112.295428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189678.460000 sec): 3 clusters
  Score: Raw -518297.963126 + Penalty 2832.874113 = -515465.089013
  nChanged 2461
		SP:Iteration 1F (189678.620000 sec): 3 clusters
  Score: Raw -519738.045904 + Penalty 2832.874113 = -516905.171791
  nChanged 494
		SP:Iteration 2F (189678.830000 sec): 3 clusters
  Score: Raw -520060.850818 + Penalty 2832.874113 = -517227.976705
  nChanged 384
		SP:Iteration 3F (189679.000000 sec): 3 clusters
  Score: Raw -520306.124610 + Penalty 2832.874113 = -517473.250497
  nChanged 358
		SP:Iteration 4F (189679.170000 sec): 3 clusters
  Score: Raw -520548.984075 + Penalty 2832.874113 = -517716.109962
  nChanged 314
		SP:Iteration 5F (189679.330000 sec): 3 clusters
  Score: Raw -520748.793500 + Penalty 2832.874113 = -517915.919387
  nChanged 269
		SP:Iteration 6Q (189679.580000 sec): 3 clusters
  Score: Raw -520903.431652 + Penalty 2832.874113 = -518070.557539
  nChanged 257
		SP:Iteration 7Q (189679.680000 sec): 3 clusters
  Score: Raw -521025.627740 + Penalty 2832.874113 = -518192.753627
  nChanged 184
		SP:Iteration 8Q (189679.790000 sec): 3 clusters
  Score: Raw -521123.091893 + Penalty 2832.874113 = -518290.217780
  nChanged 176
		SP:Iteration 9Q (189679.890000 sec): 3 clusters
  Score: Raw -521203.877534 + Penalty 2832.874113 = -518371.003421
  nChanged 138
		SP:Iteration 10Q (189680.000000 sec): 3 clusters
  Score: Raw -521263.307674 + Penalty 2832.874113 = -518430.433561
  nChanged 113
		SP:Iteration 11Q (189680.100000 sec): 3 clusters
  Score: Raw -521320.569624 + Penalty 2832.874113 = -518487.695510
  nChanged 116
		SP:Iteration 12Q (189680.200000 sec): 3 clusters
  Score: Raw -521372.472367 + Penalty 2832.874113 = -518539.598254
  nChanged 114
		SP:Iteration 13Q (189680.300000 sec): 3 clusters
  Score: Raw -521423.303016 + Penalty 2832.874113 = -518590.428903
  nChanged 100
		SP:Iteration 14Q (189680.410000 sec): 3 clusters
  Score: Raw -521468.925322 + Penalty 2832.874113 = -518636.051209
  nChanged 92
		SP:Iteration 15Q (189680.510000 sec): 3 clusters
  Score: Raw -521518.622932 + Penalty 2832.874113 = -518685.748819
  nChanged 95
		SP:Iteration 16Q (189680.610000 sec): 3 clusters
  Score: Raw -521565.156256 + Penalty 2832.874113 = -518732.282143
  nChanged 85
		SP:Iteration 17Q (189680.720000 sec): 3 clusters
  Score: Raw -521605.316922 + Penalty 2832.874113 = -518772.442809
  nChanged 79
		SP:Iteration 18Q (189680.820000 sec): 3 clusters
  Score: Raw -521648.685539 + Penalty 2832.874113 = -518815.811426
  nChanged 75
		SP:Iteration 19Q (189680.920000 sec): 3 clusters
  Score: Raw -521682.028414 + Penalty 2832.874113 = -518849.154301
  nChanged 70
		SP:Iteration 20F (189681.020000 sec): 3 clusters
  Score: Raw -521709.968420 + Penalty 2832.874113 = -518877.094307
  nChanged 66
		SP:Iteration 21Q (189681.130000 sec): 3 clusters
  Score: Raw -521737.641511 + Penalty 2832.874113 = -518904.767398
  nChanged 55
		SP:Iteration 22Q (189681.230000 sec): 3 clusters
  Score: Raw -521759.121561 + Penalty 2832.874113 = -518926.247448
  nChanged 44
		SP:Iteration 23Q (189681.330000 sec): 3 clusters
  Score: Raw -521776.504410 + Penalty 2832.874113 = -518943.630297
  nChanged 49
		SP:Iteration 24Q (189681.440000 sec): 3 clusters
  Score: Raw -521795.439716 + Penalty 2832.874113 = -518962.565603
  nChanged 44
		SP:Iteration 25Q (189681.540000 sec): 3 clusters
  Score: Raw -521812.902513 + Penalty 2832.874113 = -518980.028400
  nChanged 43
		SP:Iteration 26Q (189681.630000 sec): 3 clusters
  Score: Raw -521836.649189 + Penalty 2832.874113 = -519003.775076
  nChanged 49
		SP:Iteration 27Q (189681.730000 sec): 3 clusters
  Score: Raw -521862.441935 + Penalty 2832.874113 = -519029.567822
  nChanged 54
		SP:Iteration 28Q (189681.830000 sec): 3 clusters
  Score: Raw -521883.445412 + Penalty 2832.874113 = -519050.571299
  nChanged 40
		SP:Iteration 29Q (189681.930000 sec): 3 clusters
  Score: Raw -521897.600272 + Penalty 2832.874113 = -519064.726159
  nChanged 31
		SP:Iteration 30Q (189682.030000 sec): 3 clusters
  Score: Raw -521907.721693 + Penalty 2832.874113 = -519074.847580
  nChanged 23
		SP:Iteration 31Q (189682.190000 sec): 3 clusters
  Score: Raw -521915.192557 + Penalty 2832.874113 = -519082.318444
  nChanged 25
		SP:Iteration 32Q (189682.360000 sec): 3 clusters
  Score: Raw -521925.620801 + Penalty 2832.874113 = -519092.746688
  nChanged 30
		SP:Iteration 33Q (189682.530000 sec): 3 clusters
  Score: Raw -521935.769360 + Penalty 2832.874113 = -519102.895247
  nChanged 22
		SP:Iteration 34Q (189682.690000 sec): 3 clusters
  Score: Raw -521944.807942 + Penalty 2832.874113 = -519111.933829
  nChanged 28
		SP:Iteration 35Q (189682.890000 sec): 3 clusters
  Score: Raw -521954.660919 + Penalty 2832.874113 = -519121.786806
  nChanged 26
		SP:Iteration 36Q (189682.990000 sec): 3 clusters
  Score: Raw -521963.402076 + Penalty 2832.874113 = -519130.527963
  nChanged 22
		SP:Iteration 37Q (189683.090000 sec): 3 clusters
  Score: Raw -521972.796592 + Penalty 2832.874113 = -519139.922479
  nChanged 31
		SP:Iteration 38Q (189683.190000 sec): 3 clusters
  Score: Raw -521985.393358 + Penalty 2832.874113 = -519152.519245
  nChanged 38
		SP:Iteration 39Q (189683.290000 sec): 3 clusters
  Score: Raw -522000.781281 + Penalty 2832.874113 = -519167.907168
  nChanged 32
		SP:Iteration 40F (189683.480000 sec): 3 clusters
  Score: Raw -522019.498307 + Penalty 2832.874113 = -519186.624194
  nChanged 29
		SP:Iteration 41Q (189683.650000 sec): 3 clusters
  Score: Raw -522030.847660 + Penalty 2832.874113 = -519197.973547
  nChanged 26
		SP:Iteration 42Q (189683.820000 sec): 3 clusters
  Score: Raw -522040.774604 + Penalty 2832.874113 = -519207.900491
  nChanged 18
		SP:Iteration 43Q (189683.980000 sec): 3 clusters
  Score: Raw -522045.192793 + Penalty 2832.874113 = -519212.318680
  nChanged 7
		SP:Iteration 44Q (189684.150000 sec): 3 clusters
  Score: Raw -522046.557912 + Penalty 2832.874113 = -519213.683799
  nChanged 7
		SP:Iteration 45Q (189684.310000 sec): 3 clusters
  Score: Raw -522048.409130 + Penalty 2832.874113 = -519215.535017
  nChanged 7
		SP:Iteration 46Q (189684.480000 sec): 3 clusters
  Score: Raw -522050.194348 + Penalty 2832.874113 = -519217.320235
  nChanged 9
		SP:Iteration 47Q (189684.640000 sec): 3 clusters
  Score: Raw -522052.913472 + Penalty 2832.874113 = -519220.039359
  nChanged 12
		SP:Iteration 48Q (189684.810000 sec): 3 clusters
  Score: Raw -522056.379686 + Penalty 2832.874113 = -519223.505573
  nChanged 10
		SP:Iteration 49Q (189684.980000 sec): 3 clusters
  Score: Raw -522060.070979 + Penalty 2832.874113 = -519227.196866
  nChanged 12
		SP:Iteration 50Q (189685.140000 sec): 3 clusters
  Score: Raw -522063.408179 + Penalty 2832.874113 = -519230.534066
  nChanged 15
		SP:Iteration 51Q (189685.310000 sec): 3 clusters
  Score: Raw -522068.905327 + Penalty 2832.874113 = -519236.031214
  nChanged 9
		SP:Iteration 52Q (189685.480000 sec): 3 clusters
  Score: Raw -522072.873252 + Penalty 2832.874113 = -519239.999139
  nChanged 12
		SP:Iteration 53Q (189685.670000 sec): 3 clusters
  Score: Raw -522076.452766 + Penalty 2832.874113 = -519243.578653
  nChanged 10
		SP:Iteration 54Q (189685.860000 sec): 3 clusters
  Score: Raw -522081.295403 + Penalty 2832.874113 = -519248.421290
  nChanged 10
		SP:Iteration 55Q (189686.070000 sec): 3 clusters
  Score: Raw -522084.855348 + Penalty 2832.874113 = -519251.981235
  nChanged 10
		SP:Iteration 56Q (189686.250000 sec): 3 clusters
  Score: Raw -522088.146047 + Penalty 2832.874113 = -519255.271934
  nChanged 8
		SP:Iteration 57Q (189686.430000 sec): 3 clusters
  Score: Raw -522090.174292 + Penalty 2832.874113 = -519257.300179
  nChanged 5
		SP:Iteration 58Q (189686.590000 sec): 3 clusters
  Score: Raw -522091.156378 + Penalty 2832.874113 = -519258.282265
  nChanged 3
		SP:Iteration 59Q (189686.760000 sec): 3 clusters
  Score: Raw -522092.259507 + Penalty 2832.874113 = -519259.385394
  nChanged 3
		SP:Iteration 60F (189686.920000 sec): 3 clusters
  Score: Raw -522093.096208 + Penalty 2832.874113 = -519260.222095
  nChanged 4
		SP:Iteration 61Q (189687.140000 sec): 3 clusters
  Score: Raw -522094.192587 + Penalty 2832.874113 = -519261.318474
  nChanged 3
		SP:Iteration 62Q (189687.200000 sec): 3 clusters
  Score: Raw -522094.741426 + Penalty 2832.874113 = -519261.867313
  nChanged 2
		SP:Iteration 63Q (189687.320000 sec): 3 clusters
  Score: Raw -522095.608249 + Penalty 2832.874113 = -519262.734136
  nChanged 2
		SP:Iteration 64Q (189687.420000 sec): 3 clusters
  Score: Raw -522096.194801 + Penalty 2832.874113 = -519263.320687
  nChanged 2
		SP:Iteration 65Q (189687.520000 sec): 3 clusters
  Score: Raw -522096.813046 + Penalty 2832.874113 = -519263.938933
  nChanged 3
		SP:Iteration 66Q (189687.620000 sec): 3 clusters
  Score: Raw -522097.603341 + Penalty 2832.874113 = -519264.729228
  nChanged 3
		SP:Iteration 67Q (189687.820000 sec): 3 clusters
  Score: Raw -522098.000850 + Penalty 2832.874113 = -519265.126737
  nChanged 0
		SP:Iteration 68F (189687.990000 sec): 3 clusters
  Score: Raw -522098.000850 + Penalty 2832.874113 = -519265.126737
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 116 (2188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189688.100000 sec): 2 clusters
  Score: Raw -214569.327811 + Penalty 1249.745764 = -213319.582047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189688.270000 sec): 3 clusters
  Score: Raw -213593.591248 + Penalty 2499.491528 = -211094.099720
  nChanged 771
		SP:Iteration 1F (189688.440000 sec): 3 clusters
  Score: Raw -214076.235569 + Penalty 2499.491528 = -211576.744041
  nChanged 185
		SP:Iteration 2F (189688.620000 sec): 3 clusters
  Score: Raw -214196.348276 + Penalty 2499.491528 = -211696.856748
  nChanged 107
		SP:Iteration 3Q (189688.720000 sec): 3 clusters
  Score: Raw -214265.652478 + Penalty 2499.491528 = -211766.160950
  nChanged 64
		SP:Iteration 4Q (189688.760000 sec): 3 clusters
  Score: Raw -214297.930151 + Penalty 2499.491528 = -211798.438623
  nChanged 44
		SP:Iteration 5Q (189688.810000 sec): 3 clusters
  Score: Raw -214321.765067 + Penalty 2499.491528 = -211822.273539
  nChanged 35
		SP:Iteration 6Q (189688.850000 sec): 3 clusters
  Score: Raw -214339.663719 + Penalty 2499.491528 = -211840.172191
  nChanged 22
		SP:Iteration 7Q (189688.890000 sec): 3 clusters
  Score: Raw -214351.193918 + Penalty 2499.491528 = -211851.702390
  nChanged 23
		SP:Iteration 8Q (189688.940000 sec): 3 clusters
  Score: Raw -214362.964931 + Penalty 2499.491528 = -211863.473403
  nChanged 21
		SP:Iteration 9Q (189688.980000 sec): 3 clusters
  Score: Raw -214370.635303 + Penalty 2499.491528 = -211871.143775
  nChanged 11
		SP:Iteration 10Q (189689.020000 sec): 3 clusters
  Score: Raw -214374.840809 + Penalty 2499.491528 = -211875.349280
  nChanged 7
		SP:Iteration 11Q (189689.060000 sec): 3 clusters
  Score: Raw -214377.238421 + Penalty 2499.491528 = -211877.746893
  nChanged 5
		SP:Iteration 12Q (189689.110000 sec): 3 clusters
  Score: Raw -214379.869361 + Penalty 2499.491528 = -211880.377833
  nChanged 6
		SP:Iteration 13Q (189689.150000 sec): 3 clusters
  Score: Raw -214382.721531 + Penalty 2499.491528 = -211883.230003
  nChanged 4
		SP:Iteration 14Q (189689.190000 sec): 3 clusters
  Score: Raw -214385.294361 + Penalty 2499.491528 = -211885.802833
  nChanged 4
		SP:Iteration 15Q (189689.240000 sec): 3 clusters
  Score: Raw -214387.577104 + Penalty 2499.491528 = -211888.085576
  nChanged 4
		SP:Iteration 16Q (189689.380000 sec): 3 clusters
  Score: Raw -214390.469572 + Penalty 2499.491528 = -211890.978044
  nChanged 4
		SP:Iteration 17Q (189689.550000 sec): 3 clusters
  Score: Raw -214392.440152 + Penalty 2499.491528 = -211892.948624
  nChanged 2
		SP:Iteration 18Q (189689.730000 sec): 3 clusters
  Score: Raw -214393.704272 + Penalty 2499.491528 = -211894.212744
  nChanged 2
		SP:Iteration 19Q (189689.900000 sec): 3 clusters
  Score: Raw -214394.848990 + Penalty 2499.491528 = -211895.357462
  nChanged 2
		SP:Iteration 20F (189690.080000 sec): 3 clusters
  Score: Raw -214395.481523 + Penalty 2499.491528 = -211895.989995
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 117 (5852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (189690.170000 sec): 2 clusters
  Score: Raw -514631.130180 + Penalty 1409.612549 = -513221.517631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (189690.360000 sec): 3 clusters
  Score: Raw -511543.617854 + Penalty 2819.225098 = -508724.392756
  nChanged 2424
		SP:Iteration 1F (189690.530000 sec): 3 clusters
  Score: Raw -512949.008286 + Penalty 2819.225098 = -510129.783188
  nChanged 434
		SP:Iteration 2F (189690.700000 sec): 3 clusters
  Score: Raw -513213.829221 + Penalty 2819.225098 = -510394.604124
  nChanged 359
		SP:Iteration 3F (189690.870000 sec): 3 clusters
  Score: Raw -513417.531527 + Penalty 2819.225098 = -510598.306429
  nChanged 295
		SP:Iteration 4F (189691.040000 sec): 3 clusters
  Score: Raw -513572.060401 + Penalty 2819.225098 = -510752.835303
  nChanged 248
		SP:Iteration 5Q (189691.210000 sec): 3 clusters
  Score: Raw -513699.707574 + Penalty 2819.225098 = -510880.482477
  nChanged 225
		SP:Iteration 6Q (189691.380000 sec): 3 clusters
  Score: Raw -513810.958924 + Penalty 2819.225098 = -510991.733827
  nChanged 203
		SP:Iteration 7Q (189691.540000 sec): 3 clusters
  Score: Raw -513902.948835 + Penalty 2819.225098 = -511083.723737
  nChanged 156
		SP:Iteration 8Q (189691.710000 sec): 3 clusters
  Score: Raw -513965.351244 + Penalty 2819.225098 = -511146.126146
  nChanged 138
		SP:Iteration 9Q (189691.920000 sec): 3 clusters
  Score: Raw -514028.561325 + Penalty 2819.225098 = -511209.336227
  nChanged 137
		SP:Iteration 10Q (189692.100000 sec): 3 clusters
  Score: Raw -514096.560340 + Penalty 2819.225098 = -511277.335243
  nChanged 136
		SP:Iteration 11Q (189692.280000 sec): 3 clusters
  Score: Raw -514165.297637 + Penalty 2819.225098 = -511346.072539
  nChanged 128
		SP:Iteration 12Q (189692.480000 sec): 3 clusters
  Score: Raw -514214.680963 + Penalty 2819.225098 = -511395.455865
  nChanged 92
		SP:Iteration 13Q (189692.650000 sec): 3 clusters
  Score: Raw -514249.568504 + Penalty 2819.225098 = -511430.343406
  nChanged 92
		SP:Iteration 14Q (189692.820000 sec): 3 clusters
  Score: Raw -514285.966673 + Penalty 2819.225098 = -511466.741575
  nChanged 86
		SP:Iteration 15Q (189692.990000 sec): 3 clusters
  Score: Raw -514323.849435 + Penalty 2819.225098 = -511504.624338
  nChanged 84
		SP:Iteration 16Q (189693.160000 sec): 3 clusters
  Score: Raw -514353.627079 + Penalty 2819.225098 = -511534.401981
  nChanged 63
		SP:Iteration 17Q (189693.330000 sec): 3 clusters
  Score: Raw -514373.353633 + Penalty 2819.225098 = -511554.128535
  nChanged 62
		SP:Iteration 18Q (189693.620000 sec): 3 clusters
  Score: Raw -514394.019193 + Penalty 2819.225098 = -511574.794095
  nChanged 57
		SP:Iteration 19Q (189693.760000 sec): 3 clusters
  Score: Raw -514415.688565 + Penalty 2819.225098 = -511596.463468
  nChanged 58
		SP:Iteration 20F (189693.930000 sec): 3 clusters
  Score: Raw -514434.521450 + Penalty 2819.225098 = -511615.296352
  nChanged 51
		SP:Iteration 21Q (189694.100000 sec): 3 clusters
  Score: Raw -514451.088411 + Penalty 2819.225098 = -511631.863314
  nChanged 44
		SP:Iteration 22Q (189694.260000 sec): 3 clusters
  Score: Raw -514463.103726 + Penalty 2819.225098 = -511643.878628
  nChanged 24
		SP:Iteration 23Q (189694.430000 sec): 3 clusters
  Score: Raw -514469.980528 + Penalty 2819.225098 = -511650.755430
  nChanged 23
		SP:Iteration 24Q (189694.600000 sec): 3 clusters
  Score: Raw -514475.179307 + Penalty 2819.225098 = -511655.954209
  nChanged 16
		SP:Iteration 25Q (189694.800000 sec): 3 clusters
  Score: Raw -514478.202278 + Penalty 2819.225098 = -511658.977180
  nChanged 15
		SP:Iteration 26Q (189694.980000 sec): 3 clusters
  Score: Raw -514481.271543 + Penalty 2819.225098 = -511662.046445
  nChanged 17
		SP:Iteration 27Q (189695.150000 sec): 3 clusters
  Score: Raw -514484.155778 + Penalty 2819.225098 = -511664.930680
  nChanged 5
		SP:Iteration 28Q (189695.320000 sec): 3 clusters
  Score: Raw -514484.770223 + Penalty 2819.225098 = -511665.545126
  nChanged 4
		SP:Iteration 29Q (189695.490000 sec): 3 clusters
  Score: Raw -514485.628446 + Penalty 2819.225098 = -511666.403349
  nChanged 6
		SP:Iteration 30Q (189695.660000 sec): 3 clusters
  Score: Raw -514486.405309 + Penalty 2819.225098 = -511667.180212
  nChanged 7
		SP:Iteration 31Q (189695.830000 sec): 3 clusters
  Score: Raw -514487.769394 + Penalty 2819.225098 = -511668.544297
  nChanged 4
		SP:Iteration 32Q (189696.000000 sec): 3 clusters
  Score: Raw -514488.676637 + Penalty 2819.225098 = -511669.451540
  nChanged 4
		SP:Iteration 33Q (189696.170000 sec): 3 clusters
  Score: Raw -514489.401860 + Penalty 2819.225098 = -511670.176762
  nChanged 4
		SP:Iteration 34Q (189696.340000 sec): 3 clusters
  Score: Raw -514490.168083 + Penalty 2819.225098 = -511670.942985
  nChanged 3
		SP:Iteration 35Q (189696.580000 sec): 3 clusters
  Score: Raw -514490.741182 + Penalty 2819.225098 = -511671.516084
  nChanged 4
		SP:Iteration 36Q (189696.760000 sec): 3 clusters
  Score: Raw -514492.077147 + Penalty 2819.225098 = -511672.852049
  nChanged 7
		SP:Iteration 37Q (189696.930000 sec): 3 clusters
  Score: Raw -514493.165487 + Penalty 2819.225098 = -511673.940389
  nChanged 6
		SP:Iteration 38Q (189697.100000 sec): 3 clusters
  Score: Raw -514494.432468 + Penalty 2819.225098 = -511675.207370
  nChanged 4
		SP:Iteration 39Q (189697.260000 sec): 3 clusters
  Score: Raw -514494.666940 + Penalty 2819.225098 = -511675.441843
  nChanged 3
		SP:Iteration 40F (189697.440000 sec): 3 clusters
  Score: Raw -514495.260402 + Penalty 2819.225098 = -511676.035304
  nChanged 2
		SP:Iteration 41Q (189697.600000 sec): 3 clusters
  Score: Raw -514495.473947 + Penalty 2819.225098 = -511676.248850
  nChanged 1
		SP:Iteration 42Q (189697.770000 sec): 3 clusters
  Score: Raw -514495.537445 + Penalty 2819.225098 = -511676.312348
  nChanged 0
		SP:Iteration 43F (189697.940000 sec): 3 clusters
  Score: Raw -514495.537445 + Penalty 2819.225098 = -511676.312348
  nChanged 0
Iteration 499Q (189868.870000 sec): 118 clusters
  Score: Raw -47064215.351860 + Penalty 252304.802133 = -46811910.549728
  nChanged 8
Iteration 500F (190101.260000 sec): 118 clusters
  Score: Raw -47064216.063163 + Penalty 252304.802133 = -46811911.261031
  nChanged 11
Iteration 501Q (190273.870000 sec): 118 clusters
  Score: Raw -47064216.799604 + Penalty 252304.802133 = -46811911.997472
  nChanged 12
Iteration 502Q (190445.720000 sec): 118 clusters
  Score: Raw -47064217.539236 + Penalty 252304.802133 = -46811912.737104
  nChanged 11
Iteration 503Q (190618.010000 sec): 118 clusters
  Score: Raw -47064218.179960 + Penalty 252304.802133 = -46811913.377827
  nChanged 11
Iteration 504Q (190788.870000 sec): 118 clusters
  Score: Raw -47064218.788020 + Penalty 252304.802133 = -46811913.985888
  nChanged 13
Iteration 505Q (190959.980000 sec): 118 clusters
  Score: Raw -47064220.335507 + Penalty 252304.802133 = -46811915.533374
  nChanged 22
Iteration 506Q (191132.950000 sec): 118 clusters
  Score: Raw -47064221.981478 + Penalty 252304.802133 = -46811917.179346
  nChanged 22
Iteration 507Q (191305.560000 sec): 118 clusters
  Score: Raw -47064223.797574 + Penalty 252304.802133 = -46811918.995442
  nChanged 26
Iteration 508Q (191476.070000 sec): 118 clusters
  Score: Raw -47064226.094566 + Penalty 252304.802133 = -46811921.292433
  nChanged 26
Iteration 509Q (191646.650000 sec): 118 clusters
  Score: Raw -47064228.720926 + Penalty 252304.802133 = -46811923.918794
  nChanged 37
Iteration 510Q (191820.270000 sec): 118 clusters
  Score: Raw -47064232.255847 + Penalty 252304.802133 = -46811927.453714
  nChanged 37
Iteration 511Q (191990.990000 sec): 118 clusters
  Score: Raw -47064235.409873 + Penalty 252304.802133 = -46811930.607741
  nChanged 30
Iteration 512Q (192161.650000 sec): 118 clusters
  Score: Raw -47064237.741988 + Penalty 252304.802133 = -46811932.939856
  nChanged 33
Iteration 513Q (192331.480000 sec): 118 clusters
  Score: Raw -47064240.236472 + Penalty 252304.802133 = -46811935.434340
  nChanged 31
Iteration 514Q (192503.300000 sec): 118 clusters
  Score: Raw -47064242.713217 + Penalty 252304.802133 = -46811937.911085
  nChanged 28
Iteration 515Q (192676.000000 sec): 118 clusters
  Score: Raw -47064245.407400 + Penalty 252304.802133 = -46811940.605267
  nChanged 20
Iteration 516Q (192847.420000 sec): 118 clusters
  Score: Raw -47064246.679517 + Penalty 252304.802133 = -46811941.877385
  nChanged 12
Iteration 517Q (193022.040000 sec): 118 clusters
  Score: Raw -47064247.435919 + Penalty 252304.802133 = -46811942.633787
  nChanged 18
Iteration 518Q (193194.470000 sec): 118 clusters
  Score: Raw -47064248.462726 + Penalty 252304.802133 = -46811943.660593
  nChanged 12
Iteration 519Q (193365.880000 sec): 118 clusters
  Score: Raw -47064249.753707 + Penalty 252304.802133 = -46811944.951574
  nChanged 12
Iteration 520F (193595.340000 sec): 118 clusters
  Score: Raw -47064250.877085 + Penalty 252304.802133 = -46811946.074953
  nChanged 12
Iteration 521Q (193768.920000 sec): 118 clusters
  Score: Raw -47064251.916393 + Penalty 252304.802133 = -46811947.114261
  nChanged 14
Iteration 522Q (193939.790000 sec): 118 clusters
  Score: Raw -47064253.290833 + Penalty 252304.802133 = -46811948.488701
  nChanged 13
Iteration 523Q (194108.200000 sec): 118 clusters
  Score: Raw -47064254.487405 + Penalty 252304.802133 = -46811949.685272
  nChanged 17
Iteration 524Q (194280.980000 sec): 118 clusters
  Score: Raw -47064256.188039 + Penalty 252304.802133 = -46811951.385907
  nChanged 16
Iteration 525Q (194453.620000 sec): 118 clusters
  Score: Raw -47064257.702993 + Penalty 252304.802133 = -46811952.900861
  nChanged 9
Iteration 526Q (194624.110000 sec): 118 clusters
  Score: Raw -47064258.654723 + Penalty 252304.802133 = -46811953.852591
  nChanged 8
Iteration 527Q (194796.850000 sec): 118 clusters
  Score: Raw -47064259.667541 + Penalty 252304.802133 = -46811954.865409
  nChanged 7
Iteration 528Q (194970.910000 sec): 118 clusters
  Score: Raw -47064260.322220 + Penalty 252304.802133 = -46811955.520087
  nChanged 5
Iteration 529Q (195141.140000 sec): 118 clusters
  Score: Raw -47064260.754822 + Penalty 252304.802133 = -46811955.952689
  nChanged 5
Iteration 530Q (195312.200000 sec): 118 clusters
  Score: Raw -47064261.438566 + Penalty 252304.802133 = -46811956.636433
  nChanged 7
Iteration 531Q (195483.800000 sec): 118 clusters
  Score: Raw -47064262.029046 + Penalty 252304.802133 = -46811957.226913
  nChanged 3
Iteration 532Q (195658.260000 sec): 118 clusters
  Score: Raw -47064262.311014 + Penalty 252304.802133 = -46811957.508881
  nChanged 3
Iteration 533Q (195828.580000 sec): 118 clusters
  Score: Raw -47064262.563596 + Penalty 252304.802133 = -46811957.761463
  nChanged 1
Iteration 534Q (195998.640000 sec): 118 clusters
  Score: Raw -47064262.627587 + Penalty 252304.802133 = -46811957.825455
  nChanged 0
Iteration 535F (196231.720000 sec): 118 clusters
  Score: Raw -47064262.627587 + Penalty 252304.802133 = -46811957.825455
  nChanged 0
Compute initial score before splitting:   Score: Raw -47064262.627587 + Penalty 252304.802133 = -46811957.825455
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 1 (3819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196231.770000 sec): 2 clusters
  Score: Raw -268085.882410 + Penalty 1340.258382 = -266745.624028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196231.950000 sec): 3 clusters
  Score: Raw -266223.638726 + Penalty 2680.516763 = -263543.121963
  nChanged 1540
		SP:Iteration 1F (196232.130000 sec): 3 clusters
  Score: Raw -267441.155234 + Penalty 2680.516763 = -264760.638470
  nChanged 434
		SP:Iteration 2F (196232.300000 sec): 3 clusters
  Score: Raw -267877.662215 + Penalty 2680.516763 = -265197.145452
  nChanged 327
		SP:Iteration 3F (196232.480000 sec): 3 clusters
  Score: Raw -268190.699570 + Penalty 2680.516763 = -265510.182807
  nChanged 219
		SP:Iteration 4F (196232.650000 sec): 3 clusters
  Score: Raw -268359.115894 + Penalty 2680.516763 = -265678.599130
  nChanged 150
		SP:Iteration 5Q (196232.830000 sec): 3 clusters
  Score: Raw -268456.400945 + Penalty 2680.516763 = -265775.884182
  nChanged 109
		SP:Iteration 6Q (196233.010000 sec): 3 clusters
  Score: Raw -268511.911368 + Penalty 2680.516763 = -265831.394604
  nChanged 75
		SP:Iteration 7Q (196233.180000 sec): 3 clusters
  Score: Raw -268556.657056 + Penalty 2680.516763 = -265876.140293
  nChanged 49
		SP:Iteration 8Q (196233.360000 sec): 3 clusters
  Score: Raw -268574.813187 + Penalty 2680.516763 = -265894.296424
  nChanged 30
		SP:Iteration 9Q (196233.530000 sec): 3 clusters
  Score: Raw -268584.903072 + Penalty 2680.516763 = -265904.386309
  nChanged 22
		SP:Iteration 10Q (196233.710000 sec): 3 clusters
  Score: Raw -268595.232483 + Penalty 2680.516763 = -265914.715720
  nChanged 18
		SP:Iteration 11Q (196233.890000 sec): 3 clusters
  Score: Raw -268603.919763 + Penalty 2680.516763 = -265923.402999
  nChanged 15
		SP:Iteration 12Q (196234.060000 sec): 3 clusters
  Score: Raw -268610.725731 + Penalty 2680.516763 = -265930.208968
  nChanged 19
		SP:Iteration 13Q (196234.230000 sec): 3 clusters
  Score: Raw -268621.023424 + Penalty 2680.516763 = -265940.506661
  nChanged 21
		SP:Iteration 14Q (196234.410000 sec): 3 clusters
  Score: Raw -268628.982340 + Penalty 2680.516763 = -265948.465576
  nChanged 15
		SP:Iteration 15Q (196234.590000 sec): 3 clusters
  Score: Raw -268637.310223 + Penalty 2680.516763 = -265956.793460
  nChanged 14
		SP:Iteration 16Q (196234.760000 sec): 3 clusters
  Score: Raw -268641.795561 + Penalty 2680.516763 = -265961.278797
  nChanged 15
		SP:Iteration 17Q (196234.940000 sec): 3 clusters
  Score: Raw -268647.225126 + Penalty 2680.516763 = -265966.708363
  nChanged 9
		SP:Iteration 18Q (196235.110000 sec): 3 clusters
  Score: Raw -268650.735296 + Penalty 2680.516763 = -265970.218533
  nChanged 11
		SP:Iteration 19Q (196235.290000 sec): 3 clusters
  Score: Raw -268654.978393 + Penalty 2680.516763 = -265974.461629
  nChanged 12
		SP:Iteration 20F (196235.470000 sec): 3 clusters
  Score: Raw -268660.935897 + Penalty 2680.516763 = -265980.419133
  nChanged 12
		SP:Iteration 21Q (196235.640000 sec): 3 clusters
  Score: Raw -268665.617358 + Penalty 2680.516763 = -265985.100595
  nChanged 13
		SP:Iteration 22Q (196235.820000 sec): 3 clusters
  Score: Raw -268670.710919 + Penalty 2680.516763 = -265990.194156
  nChanged 7
		SP:Iteration 23Q (196235.990000 sec): 3 clusters
  Score: Raw -268674.042178 + Penalty 2680.516763 = -265993.525414
  nChanged 8
		SP:Iteration 24Q (196236.170000 sec): 3 clusters
  Score: Raw -268676.638485 + Penalty 2680.516763 = -265996.121722
  nChanged 6
		SP:Iteration 25Q (196236.350000 sec): 3 clusters
  Score: Raw -268679.568617 + Penalty 2680.516763 = -265999.051853
  nChanged 6
		SP:Iteration 26Q (196236.520000 sec): 3 clusters
  Score: Raw -268681.783521 + Penalty 2680.516763 = -266001.266758
  nChanged 5
		SP:Iteration 27Q (196236.700000 sec): 3 clusters
  Score: Raw -268682.380356 + Penalty 2680.516763 = -266001.863592
  nChanged 2
		SP:Iteration 28Q (196236.870000 sec): 3 clusters
  Score: Raw -268683.715113 + Penalty 2680.516763 = -266003.198350
  nChanged 7
		SP:Iteration 29Q (196237.050000 sec): 3 clusters
  Score: Raw -268687.004347 + Penalty 2680.516763 = -266006.487583
  nChanged 8
		SP:Iteration 30Q (196237.230000 sec): 3 clusters
  Score: Raw -268689.332105 + Penalty 2680.516763 = -266008.815342
  nChanged 8
		SP:Iteration 31Q (196237.450000 sec): 3 clusters
  Score: Raw -268691.283319 + Penalty 2680.516763 = -266010.766555
  nChanged 7
		SP:Iteration 32Q (196237.620000 sec): 3 clusters
  Score: Raw -268693.705213 + Penalty 2680.516763 = -266013.188450
  nChanged 8
		SP:Iteration 33Q (196237.800000 sec): 3 clusters
  Score: Raw -268695.913063 + Penalty 2680.516763 = -266015.396300
  nChanged 2
		SP:Iteration 34Q (196237.970000 sec): 3 clusters
  Score: Raw -268696.298575 + Penalty 2680.516763 = -266015.781811
  nChanged 1
		SP:Iteration 35Q (196238.150000 sec): 3 clusters
  Score: Raw -268696.405382 + Penalty 2680.516763 = -266015.888618
  nChanged 0
		SP:Iteration 36F (196238.320000 sec): 3 clusters
  Score: Raw -268696.405382 + Penalty 2680.516763 = -266015.888618
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 2 (3636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196238.420000 sec): 2 clusters
  Score: Raw -264148.302247 + Penalty 1332.278911 = -262816.023335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196238.600000 sec): 3 clusters
  Score: Raw -262343.602570 + Penalty 2664.557823 = -259679.044747
  nChanged 1461
		SP:Iteration 1F (196238.780000 sec): 3 clusters
  Score: Raw -263264.758181 + Penalty 2664.557823 = -260600.200359
  nChanged 332
		SP:Iteration 2F (196238.950000 sec): 3 clusters
  Score: Raw -263558.491262 + Penalty 2664.557823 = -260893.933439
  nChanged 290
		SP:Iteration 3F (196239.130000 sec): 3 clusters
  Score: Raw -263811.760297 + Penalty 2664.557823 = -261147.202474
  nChanged 211
		SP:Iteration 4F (196239.300000 sec): 3 clusters
  Score: Raw -263993.019286 + Penalty 2664.557823 = -261328.461463
  nChanged 177
		SP:Iteration 5Q (196239.430000 sec): 3 clusters
  Score: Raw -264123.888236 + Penalty 2664.557823 = -261459.330413
  nChanged 129
		SP:Iteration 6Q (196239.500000 sec): 3 clusters
  Score: Raw -264215.913671 + Penalty 2664.557823 = -261551.355848
  nChanged 104
		SP:Iteration 7Q (196239.580000 sec): 3 clusters
  Score: Raw -264297.366527 + Penalty 2664.557823 = -261632.808704
  nChanged 101
		SP:Iteration 8Q (196239.660000 sec): 3 clusters
  Score: Raw -264353.476908 + Penalty 2664.557823 = -261688.919085
  nChanged 80
		SP:Iteration 9Q (196239.730000 sec): 3 clusters
  Score: Raw -264407.603334 + Penalty 2664.557823 = -261743.045511
  nChanged 77
		SP:Iteration 10Q (196239.840000 sec): 3 clusters
  Score: Raw -264453.996257 + Penalty 2664.557823 = -261789.438434
  nChanged 71
		SP:Iteration 11Q (196240.010000 sec): 3 clusters
  Score: Raw -264493.922475 + Penalty 2664.557823 = -261829.364652
  nChanged 49
		SP:Iteration 12Q (196240.190000 sec): 3 clusters
  Score: Raw -264515.719859 + Penalty 2664.557823 = -261851.162036
  nChanged 40
		SP:Iteration 13Q (196240.360000 sec): 3 clusters
  Score: Raw -264536.995113 + Penalty 2664.557823 = -261872.437290
  nChanged 29
		SP:Iteration 14Q (196240.540000 sec): 3 clusters
  Score: Raw -264554.010238 + Penalty 2664.557823 = -261889.452415
  nChanged 34
		SP:Iteration 15Q (196240.720000 sec): 3 clusters
  Score: Raw -264566.577749 + Penalty 2664.557823 = -261902.019926
  nChanged 27
		SP:Iteration 16Q (196240.890000 sec): 3 clusters
  Score: Raw -264577.093968 + Penalty 2664.557823 = -261912.536145
  nChanged 27
		SP:Iteration 17Q (196241.070000 sec): 3 clusters
  Score: Raw -264588.622393 + Penalty 2664.557823 = -261924.064570
  nChanged 23
		SP:Iteration 18Q (196241.240000 sec): 3 clusters
  Score: Raw -264599.142160 + Penalty 2664.557823 = -261934.584337
  nChanged 17
		SP:Iteration 19Q (196241.420000 sec): 3 clusters
  Score: Raw -264605.726632 + Penalty 2664.557823 = -261941.168809
  nChanged 15
		SP:Iteration 20F (196241.590000 sec): 3 clusters
  Score: Raw -264611.321077 + Penalty 2664.557823 = -261946.763254
  nChanged 12
		SP:Iteration 21Q (196241.770000 sec): 3 clusters
  Score: Raw -264614.732284 + Penalty 2664.557823 = -261950.174461
  nChanged 7
		SP:Iteration 22Q (196241.940000 sec): 3 clusters
  Score: Raw -264617.725109 + Penalty 2664.557823 = -261953.167286
  nChanged 8
		SP:Iteration 23Q (196242.120000 sec): 3 clusters
  Score: Raw -264620.867918 + Penalty 2664.557823 = -261956.310095
  nChanged 7
		SP:Iteration 24Q (196242.300000 sec): 3 clusters
  Score: Raw -264622.780106 + Penalty 2664.557823 = -261958.222283
  nChanged 5
		SP:Iteration 25Q (196242.470000 sec): 3 clusters
  Score: Raw -264623.725334 + Penalty 2664.557823 = -261959.167511
  nChanged 3
		SP:Iteration 26Q (196242.650000 sec): 3 clusters
  Score: Raw -264624.589124 + Penalty 2664.557823 = -261960.031301
  nChanged 4
		SP:Iteration 27Q (196242.820000 sec): 3 clusters
  Score: Raw -264625.747080 + Penalty 2664.557823 = -261961.189257
  nChanged 6
		SP:Iteration 28Q (196242.890000 sec): 3 clusters
  Score: Raw -264628.322556 + Penalty 2664.557823 = -261963.764733
  nChanged 7
		SP:Iteration 29Q (196242.970000 sec): 3 clusters
  Score: Raw -264630.896965 + Penalty 2664.557823 = -261966.339142
  nChanged 4
		SP:Iteration 30Q (196243.040000 sec): 3 clusters
  Score: Raw -264632.204502 + Penalty 2664.557823 = -261967.646679
  nChanged 5
		SP:Iteration 31Q (196243.120000 sec): 3 clusters
  Score: Raw -264633.764078 + Penalty 2664.557823 = -261969.206255
  nChanged 4
		SP:Iteration 32Q (196243.190000 sec): 3 clusters
  Score: Raw -264634.481481 + Penalty 2664.557823 = -261969.923658
  nChanged 2
		SP:Iteration 33Q (196243.270000 sec): 3 clusters
  Score: Raw -264634.892504 + Penalty 2664.557823 = -261970.334681
  nChanged 1
		SP:Iteration 34Q (196243.340000 sec): 3 clusters
  Score: Raw -264635.037807 + Penalty 2664.557823 = -261970.479984
  nChanged 1
		SP:Iteration 35Q (196243.420000 sec): 3 clusters
  Score: Raw -264635.072557 + Penalty 2664.557823 = -261970.514734
  nChanged 0
		SP:Iteration 36F (196243.500000 sec): 3 clusters
  Score: Raw -264635.072557 + Penalty 2664.557823 = -261970.514734
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 3 (3121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196243.560000 sec): 2 clusters
  Score: Raw -252137.650223 + Penalty 1307.460171 = -250830.190052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196243.620000 sec): 3 clusters
  Score: Raw -250629.569014 + Penalty 2614.920341 = -248014.648673
  nChanged 1202
		SP:Iteration 1F (196243.680000 sec): 3 clusters
  Score: Raw -251397.109193 + Penalty 2614.920341 = -248782.188852
  nChanged 291
		SP:Iteration 2F (196243.740000 sec): 3 clusters
  Score: Raw -251643.613521 + Penalty 2614.920341 = -249028.693180
  nChanged 229
		SP:Iteration 3F (196243.800000 sec): 3 clusters
  Score: Raw -251814.996904 + Penalty 2614.920341 = -249200.076563
  nChanged 173
		SP:Iteration 4F (196243.850000 sec): 3 clusters
  Score: Raw -251949.603872 + Penalty 2614.920341 = -249334.683531
  nChanged 150
		SP:Iteration 5Q (196243.910000 sec): 3 clusters
  Score: Raw -252079.954211 + Penalty 2614.920341 = -249465.033870
  nChanged 141
		SP:Iteration 6Q (196243.980000 sec): 3 clusters
  Score: Raw -252186.542291 + Penalty 2614.920341 = -249571.621950
  nChanged 111
		SP:Iteration 7Q (196244.040000 sec): 3 clusters
  Score: Raw -252267.519657 + Penalty 2614.920341 = -249652.599316
  nChanged 93
		SP:Iteration 8Q (196244.100000 sec): 3 clusters
  Score: Raw -252343.504955 + Penalty 2614.920341 = -249728.584614
  nChanged 82
		SP:Iteration 9Q (196244.160000 sec): 3 clusters
  Score: Raw -252402.500689 + Penalty 2614.920341 = -249787.580348
  nChanged 63
		SP:Iteration 10Q (196244.210000 sec): 3 clusters
  Score: Raw -252447.406791 + Penalty 2614.920341 = -249832.486450
  nChanged 52
		SP:Iteration 11Q (196244.360000 sec): 3 clusters
  Score: Raw -252475.514914 + Penalty 2614.920341 = -249860.594572
  nChanged 36
		SP:Iteration 12Q (196244.540000 sec): 3 clusters
  Score: Raw -252494.957641 + Penalty 2614.920341 = -249880.037300
  nChanged 29
		SP:Iteration 13Q (196244.710000 sec): 3 clusters
  Score: Raw -252512.167188 + Penalty 2614.920341 = -249897.246847
  nChanged 31
		SP:Iteration 14Q (196244.890000 sec): 3 clusters
  Score: Raw -252530.070409 + Penalty 2614.920341 = -249915.150067
  nChanged 25
		SP:Iteration 15Q (196244.940000 sec): 3 clusters
  Score: Raw -252538.950468 + Penalty 2614.920341 = -249924.030127
  nChanged 10
		SP:Iteration 16Q (196245.000000 sec): 3 clusters
  Score: Raw -252541.722690 + Penalty 2614.920341 = -249926.802348
  nChanged 10
		SP:Iteration 17Q (196245.070000 sec): 3 clusters
  Score: Raw -252544.842789 + Penalty 2614.920341 = -249929.922448
  nChanged 6
		SP:Iteration 18Q (196245.130000 sec): 3 clusters
  Score: Raw -252547.629674 + Penalty 2614.920341 = -249932.709333
  nChanged 6
		SP:Iteration 19Q (196245.180000 sec): 3 clusters
  Score: Raw -252549.492008 + Penalty 2614.920341 = -249934.571666
  nChanged 4
		SP:Iteration 20F (196245.240000 sec): 3 clusters
  Score: Raw -252550.744776 + Penalty 2614.920341 = -249935.824435
  nChanged 6
		SP:Iteration 21Q (196245.310000 sec): 3 clusters
  Score: Raw -252552.347386 + Penalty 2614.920341 = -249937.427045
  nChanged 7
		SP:Iteration 22Q (196245.370000 sec): 3 clusters
  Score: Raw -252555.319804 + Penalty 2614.920341 = -249940.399463
  nChanged 9
		SP:Iteration 23Q (196245.420000 sec): 3 clusters
  Score: Raw -252557.749641 + Penalty 2614.920341 = -249942.829299
  nChanged 5
		SP:Iteration 24Q (196245.480000 sec): 3 clusters
  Score: Raw -252559.544688 + Penalty 2614.920341 = -249944.624347
  nChanged 3
		SP:Iteration 25Q (196245.540000 sec): 3 clusters
  Score: Raw -252560.082631 + Penalty 2614.920341 = -249945.162290
  nChanged 0
		SP:Iteration 26F (196245.600000 sec): 3 clusters
  Score: Raw -252560.082631 + Penalty 2614.920341 = -249945.162290
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 4 (3476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196245.680000 sec): 2 clusters
  Score: Raw -282191.285752 + Penalty 1324.966092 = -280866.319661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196245.760000 sec): 3 clusters
  Score: Raw -280469.433284 + Penalty 2649.932183 = -277819.501101
  nChanged 1381
		SP:Iteration 1F (196245.830000 sec): 3 clusters
  Score: Raw -281446.028135 + Penalty 2649.932183 = -278796.095952
  nChanged 339
		SP:Iteration 2F (196245.890000 sec): 3 clusters
  Score: Raw -281734.790364 + Penalty 2649.932183 = -279084.858181
  nChanged 227
		SP:Iteration 3F (196245.960000 sec): 3 clusters
  Score: Raw -281917.522229 + Penalty 2649.932183 = -279267.590046
  nChanged 176
		SP:Iteration 4F (196246.030000 sec): 3 clusters
  Score: Raw -282060.660351 + Penalty 2649.932183 = -279410.728168
  nChanged 143
		SP:Iteration 5Q (196246.090000 sec): 3 clusters
  Score: Raw -282175.531022 + Penalty 2649.932183 = -279525.598839
  nChanged 116
		SP:Iteration 6Q (196246.170000 sec): 3 clusters
  Score: Raw -282266.214551 + Penalty 2649.932183 = -279616.282368
  nChanged 112
		SP:Iteration 7Q (196246.230000 sec): 3 clusters
  Score: Raw -282338.465305 + Penalty 2649.932183 = -279688.533122
  nChanged 110
		SP:Iteration 8Q (196246.300000 sec): 3 clusters
  Score: Raw -282410.035993 + Penalty 2649.932183 = -279760.103810
  nChanged 91
		SP:Iteration 9Q (196246.370000 sec): 3 clusters
  Score: Raw -282487.688034 + Penalty 2649.932183 = -279837.755851
  nChanged 87
		SP:Iteration 10Q (196246.440000 sec): 3 clusters
  Score: Raw -282551.224909 + Penalty 2649.932183 = -279901.292726
  nChanged 72
		SP:Iteration 11Q (196246.510000 sec): 3 clusters
  Score: Raw -282588.496114 + Penalty 2649.932183 = -279938.563930
  nChanged 51
		SP:Iteration 12Q (196246.570000 sec): 3 clusters
  Score: Raw -282621.143745 + Penalty 2649.932183 = -279971.211562
  nChanged 52
		SP:Iteration 13Q (196246.640000 sec): 3 clusters
  Score: Raw -282649.535511 + Penalty 2649.932183 = -279999.603328
  nChanged 53
		SP:Iteration 14Q (196246.710000 sec): 3 clusters
  Score: Raw -282678.662045 + Penalty 2649.932183 = -280028.729862
  nChanged 55
		SP:Iteration 15Q (196246.780000 sec): 3 clusters
  Score: Raw -282715.232832 + Penalty 2649.932183 = -280065.300649
  nChanged 53
		SP:Iteration 16Q (196246.850000 sec): 3 clusters
  Score: Raw -282749.952072 + Penalty 2649.932183 = -280100.019889
  nChanged 60
		SP:Iteration 17Q (196246.910000 sec): 3 clusters
  Score: Raw -282794.575514 + Penalty 2649.932183 = -280144.643331
  nChanged 48
		SP:Iteration 18Q (196246.980000 sec): 3 clusters
  Score: Raw -282832.516065 + Penalty 2649.932183 = -280182.583882
  nChanged 43
		SP:Iteration 19Q (196247.050000 sec): 3 clusters
  Score: Raw -282862.402466 + Penalty 2649.932183 = -280212.470283
  nChanged 35
		SP:Iteration 20F (196247.120000 sec): 3 clusters
  Score: Raw -282885.217777 + Penalty 2649.932183 = -280235.285594
  nChanged 33
		SP:Iteration 21Q (196247.260000 sec): 3 clusters
  Score: Raw -282907.997045 + Penalty 2649.932183 = -280258.064862
  nChanged 27
		SP:Iteration 22Q (196247.330000 sec): 3 clusters
  Score: Raw -282926.815904 + Penalty 2649.932183 = -280276.883721
  nChanged 26
		SP:Iteration 23Q (196247.390000 sec): 3 clusters
  Score: Raw -282953.765652 + Penalty 2649.932183 = -280303.833469
  nChanged 34
		SP:Iteration 24Q (196247.460000 sec): 3 clusters
  Score: Raw -282985.222413 + Penalty 2649.932183 = -280335.290230
  nChanged 30
		SP:Iteration 25Q (196247.530000 sec): 3 clusters
  Score: Raw -283005.637171 + Penalty 2649.932183 = -280355.704988
  nChanged 22
		SP:Iteration 26Q (196247.600000 sec): 3 clusters
  Score: Raw -283019.107836 + Penalty 2649.932183 = -280369.175653
  nChanged 17
		SP:Iteration 27Q (196247.670000 sec): 3 clusters
  Score: Raw -283028.572554 + Penalty 2649.932183 = -280378.640371
  nChanged 17
		SP:Iteration 28Q (196247.740000 sec): 3 clusters
  Score: Raw -283038.377008 + Penalty 2649.932183 = -280388.444825
  nChanged 17
		SP:Iteration 29Q (196247.810000 sec): 3 clusters
  Score: Raw -283047.850022 + Penalty 2649.932183 = -280397.917839
  nChanged 10
		SP:Iteration 30Q (196247.870000 sec): 3 clusters
  Score: Raw -283053.337880 + Penalty 2649.932183 = -280403.405697
  nChanged 11
		SP:Iteration 31Q (196247.940000 sec): 3 clusters
  Score: Raw -283057.246095 + Penalty 2649.932183 = -280407.313912
  nChanged 5
		SP:Iteration 32Q (196248.010000 sec): 3 clusters
  Score: Raw -283059.146020 + Penalty 2649.932183 = -280409.213837
  nChanged 4
		SP:Iteration 33Q (196248.080000 sec): 3 clusters
  Score: Raw -283061.671484 + Penalty 2649.932183 = -280411.739301
  nChanged 4
		SP:Iteration 34Q (196248.150000 sec): 3 clusters
  Score: Raw -283063.974697 + Penalty 2649.932183 = -280414.042513
  nChanged 4
		SP:Iteration 35Q (196248.220000 sec): 3 clusters
  Score: Raw -283065.868236 + Penalty 2649.932183 = -280415.936053
  nChanged 1
		SP:Iteration 36Q (196248.290000 sec): 3 clusters
  Score: Raw -283066.072541 + Penalty 2649.932183 = -280416.140358
  nChanged 0
		SP:Iteration 37F (196248.350000 sec): 3 clusters
  Score: Raw -283066.072541 + Penalty 2649.932183 = -280416.140358
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 5 (3865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196248.450000 sec): 2 clusters
  Score: Raw -299743.208489 + Penalty 1342.204006 = -298401.004483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196248.630000 sec): 3 clusters
  Score: Raw -297864.188971 + Penalty 2684.408012 = -295179.780958
  nChanged 1501
		SP:Iteration 1F (196248.820000 sec): 3 clusters
  Score: Raw -298893.470708 + Penalty 2684.408012 = -296209.062695
  nChanged 376
		SP:Iteration 2F (196248.900000 sec): 3 clusters
  Score: Raw -299292.738811 + Penalty 2684.408012 = -296608.330799
  nChanged 311
		SP:Iteration 3F (196248.980000 sec): 3 clusters
  Score: Raw -299604.991605 + Penalty 2684.408012 = -296920.583593
  nChanged 240
		SP:Iteration 4F (196249.050000 sec): 3 clusters
  Score: Raw -299824.954056 + Penalty 2684.408012 = -297140.546044
  nChanged 206
		SP:Iteration 5F (196249.130000 sec): 3 clusters
  Score: Raw -299998.756577 + Penalty 2684.408012 = -297314.348565
  nChanged 171
		SP:Iteration 6Q (196249.210000 sec): 3 clusters
  Score: Raw -300154.339698 + Penalty 2684.408012 = -297469.931685
  nChanged 139
		SP:Iteration 7Q (196249.280000 sec): 3 clusters
  Score: Raw -300263.071336 + Penalty 2684.408012 = -297578.663324
  nChanged 125
		SP:Iteration 8Q (196249.350000 sec): 3 clusters
  Score: Raw -300346.832390 + Penalty 2684.408012 = -297662.424378
  nChanged 91
		SP:Iteration 9Q (196249.430000 sec): 3 clusters
  Score: Raw -300399.746598 + Penalty 2684.408012 = -297715.338586
  nChanged 70
		SP:Iteration 10Q (196249.520000 sec): 3 clusters
  Score: Raw -300436.314926 + Penalty 2684.408012 = -297751.906914
  nChanged 54
		SP:Iteration 11Q (196249.600000 sec): 3 clusters
  Score: Raw -300459.624046 + Penalty 2684.408012 = -297775.216034
  nChanged 43
		SP:Iteration 12Q (196249.670000 sec): 3 clusters
  Score: Raw -300484.271395 + Penalty 2684.408012 = -297799.863382
  nChanged 48
		SP:Iteration 13Q (196249.750000 sec): 3 clusters
  Score: Raw -300514.321651 + Penalty 2684.408012 = -297829.913639
  nChanged 44
		SP:Iteration 14Q (196249.820000 sec): 3 clusters
  Score: Raw -300534.561888 + Penalty 2684.408012 = -297850.153876
  nChanged 35
		SP:Iteration 15Q (196249.900000 sec): 3 clusters
  Score: Raw -300547.911063 + Penalty 2684.408012 = -297863.503050
  nChanged 31
		SP:Iteration 16Q (196249.970000 sec): 3 clusters
  Score: Raw -300562.808453 + Penalty 2684.408012 = -297878.400440
  nChanged 34
		SP:Iteration 17Q (196250.050000 sec): 3 clusters
  Score: Raw -300576.952339 + Penalty 2684.408012 = -297892.544327
  nChanged 32
		SP:Iteration 18Q (196250.120000 sec): 3 clusters
  Score: Raw -300589.773194 + Penalty 2684.408012 = -297905.365182
  nChanged 33
		SP:Iteration 19Q (196250.200000 sec): 3 clusters
  Score: Raw -300601.438173 + Penalty 2684.408012 = -297917.030161
  nChanged 35
		SP:Iteration 20F (196250.270000 sec): 3 clusters
  Score: Raw -300621.082155 + Penalty 2684.408012 = -297936.674143
  nChanged 33
		SP:Iteration 21Q (196250.350000 sec): 3 clusters
  Score: Raw -300637.891120 + Penalty 2684.408012 = -297953.483108
  nChanged 33
		SP:Iteration 22Q (196250.420000 sec): 3 clusters
  Score: Raw -300649.997263 + Penalty 2684.408012 = -297965.589251
  nChanged 22
		SP:Iteration 23Q (196250.500000 sec): 3 clusters
  Score: Raw -300657.304694 + Penalty 2684.408012 = -297972.896681
  nChanged 22
		SP:Iteration 24Q (196250.570000 sec): 3 clusters
  Score: Raw -300664.233552 + Penalty 2684.408012 = -297979.825540
  nChanged 22
		SP:Iteration 25Q (196250.650000 sec): 3 clusters
  Score: Raw -300670.865139 + Penalty 2684.408012 = -297986.457127
  nChanged 10
		SP:Iteration 26Q (196250.720000 sec): 3 clusters
  Score: Raw -300674.415042 + Penalty 2684.408012 = -297990.007030
  nChanged 8
		SP:Iteration 27Q (196250.800000 sec): 3 clusters
  Score: Raw -300678.504322 + Penalty 2684.408012 = -297994.096309
  nChanged 19
		SP:Iteration 28Q (196250.870000 sec): 3 clusters
  Score: Raw -300684.665997 + Penalty 2684.408012 = -298000.257985
  nChanged 17
		SP:Iteration 29Q (196251.040000 sec): 3 clusters
  Score: Raw -300688.926134 + Penalty 2684.408012 = -298004.518122
  nChanged 9
		SP:Iteration 30Q (196251.220000 sec): 3 clusters
  Score: Raw -300690.695114 + Penalty 2684.408012 = -298006.287102
  nChanged 7
		SP:Iteration 31Q (196251.400000 sec): 3 clusters
  Score: Raw -300692.882551 + Penalty 2684.408012 = -298008.474538
  nChanged 5
		SP:Iteration 32Q (196251.570000 sec): 3 clusters
  Score: Raw -300694.545628 + Penalty 2684.408012 = -298010.137615
  nChanged 2
		SP:Iteration 33Q (196251.750000 sec): 3 clusters
  Score: Raw -300695.054223 + Penalty 2684.408012 = -298010.646211
  nChanged 0
		SP:Iteration 34F (196251.920000 sec): 3 clusters
  Score: Raw -300695.054223 + Penalty 2684.408012 = -298010.646211
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 6 (6501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196252.020000 sec): 2 clusters
  Score: Raw -554912.385860 + Penalty 1426.703085 = -553485.682775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196252.240000 sec): 3 clusters
  Score: Raw -551339.655079 + Penalty 2853.406169 = -548486.248909
  nChanged 2734
		SP:Iteration 1F (196252.450000 sec): 3 clusters
  Score: Raw -552957.732274 + Penalty 2853.406169 = -550104.326105
  nChanged 491
		SP:Iteration 2F (196252.610000 sec): 3 clusters
  Score: Raw -553299.734250 + Penalty 2853.406169 = -550446.328081
  nChanged 455
		SP:Iteration 3F (196252.780000 sec): 3 clusters
  Score: Raw -553642.392229 + Penalty 2853.406169 = -550788.986060
  nChanged 418
		SP:Iteration 4F (196252.940000 sec): 3 clusters
  Score: Raw -553924.021472 + Penalty 2853.406169 = -551070.615303
  nChanged 336
		SP:Iteration 5F (196253.100000 sec): 3 clusters
  Score: Raw -554128.265812 + Penalty 2853.406169 = -551274.859643
  nChanged 290
		SP:Iteration 6Q (196253.290000 sec): 3 clusters
  Score: Raw -554260.356188 + Penalty 2853.406169 = -551406.950019
  nChanged 218
		SP:Iteration 7Q (196253.470000 sec): 3 clusters
  Score: Raw -554344.621204 + Penalty 2853.406169 = -551491.215035
  nChanged 154
		SP:Iteration 8Q (196253.640000 sec): 3 clusters
  Score: Raw -554405.180705 + Penalty 2853.406169 = -551551.774536
  nChanged 126
		SP:Iteration 9Q (196253.800000 sec): 3 clusters
  Score: Raw -554450.318468 + Penalty 2853.406169 = -551596.912299
  nChanged 109
		SP:Iteration 10Q (196253.960000 sec): 3 clusters
  Score: Raw -554479.768090 + Penalty 2853.406169 = -551626.361920
  nChanged 78
		SP:Iteration 11Q (196254.120000 sec): 3 clusters
  Score: Raw -554502.724856 + Penalty 2853.406169 = -551649.318687
  nChanged 79
		SP:Iteration 12Q (196254.290000 sec): 3 clusters
  Score: Raw -554522.745974 + Penalty 2853.406169 = -551669.339805
  nChanged 64
		SP:Iteration 13Q (196254.450000 sec): 3 clusters
  Score: Raw -554539.203423 + Penalty 2853.406169 = -551685.797254
  nChanged 54
		SP:Iteration 14Q (196254.620000 sec): 3 clusters
  Score: Raw -554553.114248 + Penalty 2853.406169 = -551699.708079
  nChanged 54
		SP:Iteration 15Q (196254.780000 sec): 3 clusters
  Score: Raw -554567.327017 + Penalty 2853.406169 = -551713.920848
  nChanged 51
		SP:Iteration 16Q (196254.940000 sec): 3 clusters
  Score: Raw -554577.075502 + Penalty 2853.406169 = -551723.669332
  nChanged 32
		SP:Iteration 17Q (196255.110000 sec): 3 clusters
  Score: Raw -554585.642006 + Penalty 2853.406169 = -551732.235837
  nChanged 41
		SP:Iteration 18Q (196255.270000 sec): 3 clusters
  Score: Raw -554595.159534 + Penalty 2853.406169 = -551741.753364
  nChanged 34
		SP:Iteration 19Q (196255.460000 sec): 3 clusters
  Score: Raw -554602.188330 + Penalty 2853.406169 = -551748.782161
  nChanged 33
		SP:Iteration 20F (196255.640000 sec): 3 clusters
  Score: Raw -554607.551284 + Penalty 2853.406169 = -551754.145115
  nChanged 27
		SP:Iteration 21Q (196255.810000 sec): 3 clusters
  Score: Raw -554612.361086 + Penalty 2853.406169 = -551758.954917
  nChanged 16
		SP:Iteration 22Q (196255.970000 sec): 3 clusters
  Score: Raw -554615.289548 + Penalty 2853.406169 = -551761.883379
  nChanged 14
		SP:Iteration 23Q (196256.140000 sec): 3 clusters
  Score: Raw -554617.398192 + Penalty 2853.406169 = -551763.992022
  nChanged 13
		SP:Iteration 24Q (196256.300000 sec): 3 clusters
  Score: Raw -554619.206119 + Penalty 2853.406169 = -551765.799949
  nChanged 14
		SP:Iteration 25Q (196256.460000 sec): 3 clusters
  Score: Raw -554621.858594 + Penalty 2853.406169 = -551768.452425
  nChanged 22
		SP:Iteration 26Q (196256.630000 sec): 3 clusters
  Score: Raw -554626.998877 + Penalty 2853.406169 = -551773.592708
  nChanged 25
		SP:Iteration 27Q (196256.790000 sec): 3 clusters
  Score: Raw -554632.011846 + Penalty 2853.406169 = -551778.605677
  nChanged 21
		SP:Iteration 28Q (196257.000000 sec): 3 clusters
  Score: Raw -554636.454978 + Penalty 2853.406169 = -551783.048808
  nChanged 19
		SP:Iteration 29Q (196257.200000 sec): 3 clusters
  Score: Raw -554639.163847 + Penalty 2853.406169 = -551785.757677
  nChanged 16
		SP:Iteration 30Q (196257.410000 sec): 3 clusters
  Score: Raw -554640.999159 + Penalty 2853.406169 = -551787.592990
  nChanged 11
		SP:Iteration 31Q (196257.620000 sec): 3 clusters
  Score: Raw -554642.709336 + Penalty 2853.406169 = -551789.303166
  nChanged 6
		SP:Iteration 32Q (196257.830000 sec): 3 clusters
  Score: Raw -554643.217489 + Penalty 2853.406169 = -551789.811319
  nChanged 2
		SP:Iteration 33Q (196258.020000 sec): 3 clusters
  Score: Raw -554643.491725 + Penalty 2853.406169 = -551790.085556
  nChanged 0
		SP:Iteration 34F (196258.220000 sec): 3 clusters
  Score: Raw -554643.491725 + Penalty 2853.406169 = -551790.085556
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 7 (4924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196258.340000 sec): 2 clusters
  Score: Raw -416365.787899 + Penalty 1381.554929 = -414984.232970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196258.520000 sec): 3 clusters
  Score: Raw -413836.617134 + Penalty 2763.109858 = -411073.507276
  nChanged 1976
		SP:Iteration 1F (196258.690000 sec): 3 clusters
  Score: Raw -414988.486127 + Penalty 2763.109858 = -412225.376268
  nChanged 423
		SP:Iteration 2F (196258.870000 sec): 3 clusters
  Score: Raw -415291.559558 + Penalty 2763.109858 = -412528.449700
  nChanged 336
		SP:Iteration 3F (196259.040000 sec): 3 clusters
  Score: Raw -415527.748602 + Penalty 2763.109858 = -412764.638744
  nChanged 292
		SP:Iteration 4F (196259.220000 sec): 3 clusters
  Score: Raw -415734.762987 + Penalty 2763.109858 = -412971.653128
  nChanged 255
		SP:Iteration 5F (196259.390000 sec): 3 clusters
  Score: Raw -415909.995470 + Penalty 2763.109858 = -413146.885611
  nChanged 209
		SP:Iteration 6Q (196259.570000 sec): 3 clusters
  Score: Raw -416042.498051 + Penalty 2763.109858 = -413279.388192
  nChanged 196
		SP:Iteration 7Q (196259.740000 sec): 3 clusters
  Score: Raw -416166.920452 + Penalty 2763.109858 = -413403.810594
  nChanged 163
		SP:Iteration 8Q (196259.920000 sec): 3 clusters
  Score: Raw -416259.122984 + Penalty 2763.109858 = -413496.013125
  nChanged 147
		SP:Iteration 9Q (196260.100000 sec): 3 clusters
  Score: Raw -416351.249429 + Penalty 2763.109858 = -413588.139571
  nChanged 140
		SP:Iteration 10Q (196260.320000 sec): 3 clusters
  Score: Raw -416438.790668 + Penalty 2763.109858 = -413675.680810
  nChanged 125
		SP:Iteration 11Q (196260.500000 sec): 3 clusters
  Score: Raw -416506.112164 + Penalty 2763.109858 = -413743.002306
  nChanged 107
		SP:Iteration 12Q (196260.640000 sec): 3 clusters
  Score: Raw -416561.878878 + Penalty 2763.109858 = -413798.769020
  nChanged 98
		SP:Iteration 13Q (196260.820000 sec): 3 clusters
  Score: Raw -416613.633626 + Penalty 2763.109858 = -413850.523767
  nChanged 81
		SP:Iteration 14Q (196260.990000 sec): 3 clusters
  Score: Raw -416648.149055 + Penalty 2763.109858 = -413885.039196
  nChanged 73
		SP:Iteration 15Q (196261.170000 sec): 3 clusters
  Score: Raw -416684.368320 + Penalty 2763.109858 = -413921.258462
  nChanged 59
		SP:Iteration 16Q (196261.340000 sec): 3 clusters
  Score: Raw -416709.788411 + Penalty 2763.109858 = -413946.678553
  nChanged 47
		SP:Iteration 17Q (196261.520000 sec): 3 clusters
  Score: Raw -416732.381703 + Penalty 2763.109858 = -413969.271844
  nChanged 42
		SP:Iteration 18Q (196261.700000 sec): 3 clusters
  Score: Raw -416756.188710 + Penalty 2763.109858 = -413993.078852
  nChanged 60
		SP:Iteration 19Q (196261.870000 sec): 3 clusters
  Score: Raw -416787.074652 + Penalty 2763.109858 = -414023.964794
  nChanged 58
		SP:Iteration 20F (196262.050000 sec): 3 clusters
  Score: Raw -416818.617050 + Penalty 2763.109858 = -414055.507192
  nChanged 50
		SP:Iteration 21Q (196262.210000 sec): 3 clusters
  Score: Raw -416847.070192 + Penalty 2763.109858 = -414083.960334
  nChanged 42
		SP:Iteration 22Q (196262.390000 sec): 3 clusters
  Score: Raw -416871.328225 + Penalty 2763.109858 = -414108.218367
  nChanged 34
		SP:Iteration 23Q (196262.560000 sec): 3 clusters
  Score: Raw -416888.507736 + Penalty 2763.109858 = -414125.397878
  nChanged 31
		SP:Iteration 24Q (196262.740000 sec): 3 clusters
  Score: Raw -416903.661558 + Penalty 2763.109858 = -414140.551700
  nChanged 36
		SP:Iteration 25Q (196262.920000 sec): 3 clusters
  Score: Raw -416919.471334 + Penalty 2763.109858 = -414156.361476
  nChanged 26
		SP:Iteration 26Q (196263.090000 sec): 3 clusters
  Score: Raw -416930.047527 + Penalty 2763.109858 = -414166.937668
  nChanged 27
		SP:Iteration 27Q (196263.270000 sec): 3 clusters
  Score: Raw -416947.478162 + Penalty 2763.109858 = -414184.368304
  nChanged 33
		SP:Iteration 28Q (196263.440000 sec): 3 clusters
  Score: Raw -416963.226107 + Penalty 2763.109858 = -414200.116248
  nChanged 23
		SP:Iteration 29Q (196263.620000 sec): 3 clusters
  Score: Raw -416972.720099 + Penalty 2763.109858 = -414209.610240
  nChanged 24
		SP:Iteration 30Q (196263.800000 sec): 3 clusters
  Score: Raw -416981.361637 + Penalty 2763.109858 = -414218.251779
  nChanged 13
		SP:Iteration 31Q (196264.020000 sec): 3 clusters
  Score: Raw -416987.277602 + Penalty 2763.109858 = -414224.167744
  nChanged 18
		SP:Iteration 32Q (196264.200000 sec): 3 clusters
  Score: Raw -416993.822523 + Penalty 2763.109858 = -414230.712665
  nChanged 20
		SP:Iteration 33Q (196264.350000 sec): 3 clusters
  Score: Raw -417000.452139 + Penalty 2763.109858 = -414237.342280
  nChanged 21
		SP:Iteration 34Q (196264.520000 sec): 3 clusters
  Score: Raw -417009.711727 + Penalty 2763.109858 = -414246.601869
  nChanged 23
		SP:Iteration 35Q (196264.700000 sec): 3 clusters
  Score: Raw -417018.605722 + Penalty 2763.109858 = -414255.495863
  nChanged 16
		SP:Iteration 36Q (196264.870000 sec): 3 clusters
  Score: Raw -417023.801582 + Penalty 2763.109858 = -414260.691724
  nChanged 17
		SP:Iteration 37Q (196265.050000 sec): 3 clusters
  Score: Raw -417029.816319 + Penalty 2763.109858 = -414266.706460
  nChanged 19
		SP:Iteration 38Q (196265.220000 sec): 3 clusters
  Score: Raw -417038.942638 + Penalty 2763.109858 = -414275.832780
  nChanged 17
		SP:Iteration 39Q (196265.400000 sec): 3 clusters
  Score: Raw -417045.797238 + Penalty 2763.109858 = -414282.687380
  nChanged 16
		SP:Iteration 40F (196265.580000 sec): 3 clusters
  Score: Raw -417053.004153 + Penalty 2763.109858 = -414289.894294
  nChanged 18
		SP:Iteration 41Q (196265.750000 sec): 3 clusters
  Score: Raw -417059.985205 + Penalty 2763.109858 = -414296.875347
  nChanged 16
		SP:Iteration 42Q (196265.930000 sec): 3 clusters
  Score: Raw -417067.575586 + Penalty 2763.109858 = -414304.465727
  nChanged 17
		SP:Iteration 43Q (196266.120000 sec): 3 clusters
  Score: Raw -417076.107661 + Penalty 2763.109858 = -414312.997803
  nChanged 19
		SP:Iteration 44Q (196266.320000 sec): 3 clusters
  Score: Raw -417085.812988 + Penalty 2763.109858 = -414322.703129
  nChanged 22
		SP:Iteration 45Q (196266.500000 sec): 3 clusters
  Score: Raw -417093.166731 + Penalty 2763.109858 = -414330.056873
  nChanged 20
		SP:Iteration 46Q (196266.670000 sec): 3 clusters
  Score: Raw -417101.355047 + Penalty 2763.109858 = -414338.245188
  nChanged 13
		SP:Iteration 47Q (196266.850000 sec): 3 clusters
  Score: Raw -417105.584691 + Penalty 2763.109858 = -414342.474832
  nChanged 13
		SP:Iteration 48Q (196267.020000 sec): 3 clusters
  Score: Raw -417110.018136 + Penalty 2763.109858 = -414346.908278
  nChanged 13
		SP:Iteration 49Q (196267.240000 sec): 3 clusters
  Score: Raw -417113.601063 + Penalty 2763.109858 = -414350.491205
  nChanged 6
		SP:Iteration 50Q (196267.420000 sec): 3 clusters
  Score: Raw -417115.243486 + Penalty 2763.109858 = -414352.133628
  nChanged 9
		SP:Iteration 51Q (196267.570000 sec): 3 clusters
  Score: Raw -417117.933613 + Penalty 2763.109858 = -414354.823755
  nChanged 5
		SP:Iteration 52Q (196267.740000 sec): 3 clusters
  Score: Raw -417119.242938 + Penalty 2763.109858 = -414356.133080
  nChanged 3
		SP:Iteration 53Q (196267.920000 sec): 3 clusters
  Score: Raw -417121.016729 + Penalty 2763.109858 = -414357.906871
  nChanged 8
		SP:Iteration 54Q (196268.100000 sec): 3 clusters
  Score: Raw -417123.150174 + Penalty 2763.109858 = -414360.040315
  nChanged 5
		SP:Iteration 55Q (196268.270000 sec): 3 clusters
  Score: Raw -417124.291261 + Penalty 2763.109858 = -414361.181402
  nChanged 3
		SP:Iteration 56Q (196268.450000 sec): 3 clusters
  Score: Raw -417125.137782 + Penalty 2763.109858 = -414362.027923
  nChanged 2
		SP:Iteration 57Q (196268.620000 sec): 3 clusters
  Score: Raw -417125.641154 + Penalty 2763.109858 = -414362.531296
  nChanged 2
		SP:Iteration 58Q (196268.800000 sec): 3 clusters
  Score: Raw -417126.234563 + Penalty 2763.109858 = -414363.124705
  nChanged 0
		SP:Iteration 59F (196268.970000 sec): 3 clusters
  Score: Raw -417126.234563 + Penalty 2763.109858 = -414363.124705
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 8 (4400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196269.100000 sec): 2 clusters
  Score: Raw -375800.835530 + Penalty 1363.270971 = -374437.564559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196269.280000 sec): 3 clusters
  Score: Raw -373534.433144 + Penalty 2726.541941 = -370807.891202
  nChanged 1758
		SP:Iteration 1F (196269.450000 sec): 3 clusters
  Score: Raw -374714.109290 + Penalty 2726.541941 = -371987.567348
  nChanged 399
		SP:Iteration 2F (196269.630000 sec): 3 clusters
  Score: Raw -374999.467683 + Penalty 2726.541941 = -372272.925741
  nChanged 280
		SP:Iteration 3F (196269.810000 sec): 3 clusters
  Score: Raw -375185.179791 + Penalty 2726.541941 = -372458.637850
  nChanged 206
		SP:Iteration 4Q (196269.980000 sec): 3 clusters
  Score: Raw -375322.894913 + Penalty 2726.541941 = -372596.352971
  nChanged 192
		SP:Iteration 5Q (196270.160000 sec): 3 clusters
  Score: Raw -375472.264980 + Penalty 2726.541941 = -372745.723038
  nChanged 183
		SP:Iteration 6Q (196270.330000 sec): 3 clusters
  Score: Raw -375604.238320 + Penalty 2726.541941 = -372877.696378
  nChanged 170
		SP:Iteration 7Q (196270.510000 sec): 3 clusters
  Score: Raw -375742.656090 + Penalty 2726.541941 = -373016.114148
  nChanged 152
		SP:Iteration 8Q (196270.690000 sec): 3 clusters
  Score: Raw -375842.445196 + Penalty 2726.541941 = -373115.903254
  nChanged 115
		SP:Iteration 9Q (196270.860000 sec): 3 clusters
  Score: Raw -375898.629547 + Penalty 2726.541941 = -373172.087606
  nChanged 100
		SP:Iteration 10Q (196271.030000 sec): 3 clusters
  Score: Raw -375944.208102 + Penalty 2726.541941 = -373217.666160
  nChanged 68
		SP:Iteration 11Q (196271.210000 sec): 3 clusters
  Score: Raw -375976.410548 + Penalty 2726.541941 = -373249.868606
  nChanged 57
		SP:Iteration 12Q (196271.390000 sec): 3 clusters
  Score: Raw -375999.352811 + Penalty 2726.541941 = -373272.810870
  nChanged 52
		SP:Iteration 13Q (196271.560000 sec): 3 clusters
  Score: Raw -376024.273424 + Penalty 2726.541941 = -373297.731483
  nChanged 42
		SP:Iteration 14Q (196271.740000 sec): 3 clusters
  Score: Raw -376041.145316 + Penalty 2726.541941 = -373314.603375
  nChanged 31
		SP:Iteration 15Q (196271.910000 sec): 3 clusters
  Score: Raw -376051.080320 + Penalty 2726.541941 = -373324.538378
  nChanged 23
		SP:Iteration 16Q (196272.140000 sec): 3 clusters
  Score: Raw -376057.441385 + Penalty 2726.541941 = -373330.899444
  nChanged 16
		SP:Iteration 17Q (196272.320000 sec): 3 clusters
  Score: Raw -376061.112711 + Penalty 2726.541941 = -373334.570769
  nChanged 7
		SP:Iteration 18Q (196272.490000 sec): 3 clusters
  Score: Raw -376063.320861 + Penalty 2726.541941 = -373336.778920
  nChanged 8
		SP:Iteration 19Q (196272.670000 sec): 3 clusters
  Score: Raw -376065.025706 + Penalty 2726.541941 = -373338.483765
  nChanged 11
		SP:Iteration 20F (196272.850000 sec): 3 clusters
  Score: Raw -376067.113009 + Penalty 2726.541941 = -373340.571067
  nChanged 6
		SP:Iteration 21Q (196273.020000 sec): 3 clusters
  Score: Raw -376068.411682 + Penalty 2726.541941 = -373341.869740
  nChanged 5
		SP:Iteration 22Q (196273.190000 sec): 3 clusters
  Score: Raw -376069.327491 + Penalty 2726.541941 = -373342.785549
  nChanged 2
		SP:Iteration 23Q (196273.370000 sec): 3 clusters
  Score: Raw -376070.047594 + Penalty 2726.541941 = -373343.505653
  nChanged 2
		SP:Iteration 24Q (196273.550000 sec): 3 clusters
  Score: Raw -376070.545424 + Penalty 2726.541941 = -373344.003483
  nChanged 2
		SP:Iteration 25Q (196273.720000 sec): 3 clusters
  Score: Raw -376070.999653 + Penalty 2726.541941 = -373344.457711
  nChanged 1
		SP:Iteration 26Q (196273.900000 sec): 3 clusters
  Score: Raw -376071.146732 + Penalty 2726.541941 = -373344.604791
  nChanged 1
		SP:Iteration 27Q (196274.070000 sec): 3 clusters
  Score: Raw -376071.280532 + Penalty 2726.541941 = -373344.738590
  nChanged 0
		SP:Iteration 28F (196274.250000 sec): 3 clusters
  Score: Raw -376071.280532 + Penalty 2726.541941 = -373344.738590
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 9 (4042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196274.340000 sec): 2 clusters
  Score: Raw -309462.353193 + Penalty 1349.480421 = -308112.872772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196274.520000 sec): 3 clusters
  Score: Raw -307464.519745 + Penalty 2698.960842 = -304765.558904
  nChanged 1607
		SP:Iteration 1F (196274.690000 sec): 3 clusters
  Score: Raw -308747.147313 + Penalty 2698.960842 = -306048.186472
  nChanged 424
		SP:Iteration 2F (196274.870000 sec): 3 clusters
  Score: Raw -309192.393956 + Penalty 2698.960842 = -306493.433114
  nChanged 307
		SP:Iteration 3F (196275.050000 sec): 3 clusters
  Score: Raw -309458.122703 + Penalty 2698.960842 = -306759.161862
  nChanged 205
		SP:Iteration 4F (196275.220000 sec): 3 clusters
  Score: Raw -309621.769568 + Penalty 2698.960842 = -306922.808726
  nChanged 157
		SP:Iteration 5Q (196275.400000 sec): 3 clusters
  Score: Raw -309730.065432 + Penalty 2698.960842 = -307031.104590
  nChanged 132
		SP:Iteration 6Q (196275.570000 sec): 3 clusters
  Score: Raw -309823.892920 + Penalty 2698.960842 = -307124.932078
  nChanged 91
		SP:Iteration 7Q (196275.750000 sec): 3 clusters
  Score: Raw -309885.264141 + Penalty 2698.960842 = -307186.303300
  nChanged 75
		SP:Iteration 8Q (196275.930000 sec): 3 clusters
  Score: Raw -309933.344550 + Penalty 2698.960842 = -307234.383708
  nChanged 68
		SP:Iteration 9Q (196276.100000 sec): 3 clusters
  Score: Raw -309974.262657 + Penalty 2698.960842 = -307275.301815
  nChanged 64
		SP:Iteration 10Q (196276.270000 sec): 3 clusters
  Score: Raw -310021.070589 + Penalty 2698.960842 = -307322.109747
  nChanged 57
		SP:Iteration 11Q (196276.450000 sec): 3 clusters
  Score: Raw -310066.882844 + Penalty 2698.960842 = -307367.922002
  nChanged 46
		SP:Iteration 12Q (196276.630000 sec): 3 clusters
  Score: Raw -310094.835470 + Penalty 2698.960842 = -307395.874629
  nChanged 37
		SP:Iteration 13Q (196276.800000 sec): 3 clusters
  Score: Raw -310114.885672 + Penalty 2698.960842 = -307415.924830
  nChanged 26
		SP:Iteration 14Q (196276.980000 sec): 3 clusters
  Score: Raw -310133.723782 + Penalty 2698.960842 = -307434.762940
  nChanged 30
		SP:Iteration 15Q (196277.150000 sec): 3 clusters
  Score: Raw -310163.555374 + Penalty 2698.960842 = -307464.594532
  nChanged 42
		SP:Iteration 16Q (196277.330000 sec): 3 clusters
  Score: Raw -310189.995515 + Penalty 2698.960842 = -307491.034673
  nChanged 25
		SP:Iteration 17Q (196277.510000 sec): 3 clusters
  Score: Raw -310204.211792 + Penalty 2698.960842 = -307505.250950
  nChanged 22
		SP:Iteration 18Q (196277.680000 sec): 3 clusters
  Score: Raw -310214.168671 + Penalty 2698.960842 = -307515.207829
  nChanged 12
		SP:Iteration 19Q (196277.860000 sec): 3 clusters
  Score: Raw -310218.626734 + Penalty 2698.960842 = -307519.665892
  nChanged 12
		SP:Iteration 20F (196278.030000 sec): 3 clusters
  Score: Raw -310222.543417 + Penalty 2698.960842 = -307523.582576
  nChanged 11
		SP:Iteration 21Q (196278.210000 sec): 3 clusters
  Score: Raw -310226.386082 + Penalty 2698.960842 = -307527.425241
  nChanged 4
		SP:Iteration 22Q (196278.390000 sec): 3 clusters
  Score: Raw -310227.577830 + Penalty 2698.960842 = -307528.616988
  nChanged 4
		SP:Iteration 23Q (196278.560000 sec): 3 clusters
  Score: Raw -310229.048542 + Penalty 2698.960842 = -307530.087700
  nChanged 2
		SP:Iteration 24Q (196278.740000 sec): 3 clusters
  Score: Raw -310231.089866 + Penalty 2698.960842 = -307532.129025
  nChanged 5
		SP:Iteration 25Q (196278.910000 sec): 3 clusters
  Score: Raw -310233.397281 + Penalty 2698.960842 = -307534.436439
  nChanged 5
		SP:Iteration 26Q (196279.090000 sec): 3 clusters
  Score: Raw -310234.798054 + Penalty 2698.960842 = -307535.837212
  nChanged 3
		SP:Iteration 27Q (196279.260000 sec): 3 clusters
  Score: Raw -310235.830824 + Penalty 2698.960842 = -307536.869982
  nChanged 2
		SP:Iteration 28Q (196279.430000 sec): 3 clusters
  Score: Raw -310236.705813 + Penalty 2698.960842 = -307537.744972
  nChanged 3
		SP:Iteration 29Q (196279.590000 sec): 3 clusters
  Score: Raw -310237.615882 + Penalty 2698.960842 = -307538.655040
  nChanged 3
		SP:Iteration 30Q (196279.750000 sec): 3 clusters
  Score: Raw -310238.391222 + Penalty 2698.960842 = -307539.430380
  nChanged 2
		SP:Iteration 31Q (196279.910000 sec): 3 clusters
  Score: Raw -310238.829892 + Penalty 2698.960842 = -307539.869050
  nChanged 2
		SP:Iteration 32Q (196280.080000 sec): 3 clusters
  Score: Raw -310239.740562 + Penalty 2698.960842 = -307540.779720
  nChanged 3
		SP:Iteration 33Q (196280.240000 sec): 3 clusters
  Score: Raw -310240.252839 + Penalty 2698.960842 = -307541.291998
  nChanged 3
		SP:Iteration 34Q (196280.410000 sec): 3 clusters
  Score: Raw -310241.415101 + Penalty 2698.960842 = -307542.454259
  nChanged 2
		SP:Iteration 35Q (196280.570000 sec): 3 clusters
  Score: Raw -310241.879008 + Penalty 2698.960842 = -307542.918166
  nChanged 2
		SP:Iteration 36Q (196280.730000 sec): 3 clusters
  Score: Raw -310242.248201 + Penalty 2698.960842 = -307543.287360
  nChanged 2
		SP:Iteration 37Q (196280.890000 sec): 3 clusters
  Score: Raw -310242.992635 + Penalty 2698.960842 = -307544.031793
  nChanged 3
		SP:Iteration 38Q (196281.050000 sec): 3 clusters
  Score: Raw -310243.802214 + Penalty 2698.960842 = -307544.841372
  nChanged 3
		SP:Iteration 39Q (196281.200000 sec): 3 clusters
  Score: Raw -310244.890778 + Penalty 2698.960842 = -307545.929937
  nChanged 2
		SP:Iteration 40F (196281.280000 sec): 3 clusters
  Score: Raw -310245.659430 + Penalty 2698.960842 = -307546.698588
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 10 (4328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196281.350000 sec): 2 clusters
  Score: Raw -376650.728017 + Penalty 1360.589883 = -375290.138134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196281.440000 sec): 3 clusters
  Score: Raw -374396.615979 + Penalty 2721.179767 = -371675.436212
  nChanged 1785
		SP:Iteration 1F (196281.530000 sec): 3 clusters
  Score: Raw -375448.239184 + Penalty 2721.179767 = -372727.059417
  nChanged 347
		SP:Iteration 2F (196281.610000 sec): 3 clusters
  Score: Raw -375705.621365 + Penalty 2721.179767 = -372984.441598
  nChanged 312
		SP:Iteration 3F (196281.700000 sec): 3 clusters
  Score: Raw -375954.815057 + Penalty 2721.179767 = -373233.635290
  nChanged 275
		SP:Iteration 4F (196281.790000 sec): 3 clusters
  Score: Raw -376190.739760 + Penalty 2721.179767 = -373469.559993
  nChanged 252
		SP:Iteration 5F (196281.870000 sec): 3 clusters
  Score: Raw -376440.676848 + Penalty 2721.179767 = -373719.497082
  nChanged 249
		SP:Iteration 6F (196281.960000 sec): 3 clusters
  Score: Raw -376681.321227 + Penalty 2721.179767 = -373960.141460
  nChanged 230
		SP:Iteration 7F (196282.050000 sec): 3 clusters
  Score: Raw -376900.765887 + Penalty 2721.179767 = -374179.586121
  nChanged 210
		SP:Iteration 8Q (196282.130000 sec): 3 clusters
  Score: Raw -377092.557043 + Penalty 2721.179767 = -374371.377276
  nChanged 162
		SP:Iteration 9Q (196282.220000 sec): 3 clusters
  Score: Raw -377224.465004 + Penalty 2721.179767 = -374503.285237
  nChanged 122
		SP:Iteration 10Q (196282.310000 sec): 3 clusters
  Score: Raw -377317.240629 + Penalty 2721.179767 = -374596.060862
  nChanged 94
		SP:Iteration 11Q (196282.390000 sec): 3 clusters
  Score: Raw -377375.240681 + Penalty 2721.179767 = -374654.060914
  nChanged 78
		SP:Iteration 12Q (196282.480000 sec): 3 clusters
  Score: Raw -377411.330514 + Penalty 2721.179767 = -374690.150747
  nChanged 38
		SP:Iteration 13Q (196282.560000 sec): 3 clusters
  Score: Raw -377430.895519 + Penalty 2721.179767 = -374709.715752
  nChanged 32
		SP:Iteration 14Q (196282.650000 sec): 3 clusters
  Score: Raw -377447.737044 + Penalty 2721.179767 = -374726.557278
  nChanged 33
		SP:Iteration 15Q (196282.730000 sec): 3 clusters
  Score: Raw -377471.097134 + Penalty 2721.179767 = -374749.917368
  nChanged 38
		SP:Iteration 16Q (196282.820000 sec): 3 clusters
  Score: Raw -377497.692965 + Penalty 2721.179767 = -374776.513198
  nChanged 34
		SP:Iteration 17Q (196282.910000 sec): 3 clusters
  Score: Raw -377517.592539 + Penalty 2721.179767 = -374796.412773
  nChanged 27
		SP:Iteration 18Q (196282.990000 sec): 3 clusters
  Score: Raw -377528.473764 + Penalty 2721.179767 = -374807.293997
  nChanged 23
		SP:Iteration 19Q (196283.070000 sec): 3 clusters
  Score: Raw -377537.135766 + Penalty 2721.179767 = -374815.955999
  nChanged 13
		SP:Iteration 20F (196283.160000 sec): 3 clusters
  Score: Raw -377542.846626 + Penalty 2721.179767 = -374821.666859
  nChanged 7
		SP:Iteration 21Q (196283.250000 sec): 3 clusters
  Score: Raw -377545.245580 + Penalty 2721.179767 = -374824.065813
  nChanged 11
		SP:Iteration 22Q (196283.330000 sec): 3 clusters
  Score: Raw -377547.803080 + Penalty 2721.179767 = -374826.623313
  nChanged 6
		SP:Iteration 23Q (196283.420000 sec): 3 clusters
  Score: Raw -377549.186422 + Penalty 2721.179767 = -374828.006655
  nChanged 3
		SP:Iteration 24Q (196283.500000 sec): 3 clusters
  Score: Raw -377549.909939 + Penalty 2721.179767 = -374828.730172
  nChanged 1
		SP:Iteration 25Q (196283.590000 sec): 3 clusters
  Score: Raw -377549.979546 + Penalty 2721.179767 = -374828.799780
  nChanged 1
		SP:Iteration 26Q (196283.670000 sec): 3 clusters
  Score: Raw -377550.118948 + Penalty 2721.179767 = -374828.939181
  nChanged 0
		SP:Iteration 27F (196283.760000 sec): 3 clusters
  Score: Raw -377550.118948 + Penalty 2721.179767 = -374828.939181
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 11 (2628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196283.830000 sec): 2 clusters
  Score: Raw -225733.604322 + Penalty 1279.521487 = -224454.082836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196283.880000 sec): 3 clusters
  Score: Raw -224556.694155 + Penalty 2559.042973 = -221997.651182
  nChanged 975
		SP:Iteration 1F (196283.930000 sec): 3 clusters
  Score: Raw -225121.117546 + Penalty 2559.042973 = -222562.074573
  nChanged 203
		SP:Iteration 2F (196283.980000 sec): 3 clusters
  Score: Raw -225268.171333 + Penalty 2559.042973 = -222709.128360
  nChanged 149
		SP:Iteration 3F (196284.030000 sec): 3 clusters
  Score: Raw -225372.844324 + Penalty 2559.042973 = -222813.801351
  nChanged 120
		SP:Iteration 4Q (196284.080000 sec): 3 clusters
  Score: Raw -225468.073278 + Penalty 2559.042973 = -222909.030305
  nChanged 107
		SP:Iteration 5Q (196284.130000 sec): 3 clusters
  Score: Raw -225545.137330 + Penalty 2559.042973 = -222986.094356
  nChanged 95
		SP:Iteration 6Q (196284.180000 sec): 3 clusters
  Score: Raw -225609.784499 + Penalty 2559.042973 = -223050.741526
  nChanged 75
		SP:Iteration 7Q (196284.230000 sec): 3 clusters
  Score: Raw -225663.793131 + Penalty 2559.042973 = -223104.750157
  nChanged 72
		SP:Iteration 8Q (196284.280000 sec): 3 clusters
  Score: Raw -225713.212024 + Penalty 2559.042973 = -223154.169051
  nChanged 64
		SP:Iteration 9Q (196284.330000 sec): 3 clusters
  Score: Raw -225746.486627 + Penalty 2559.042973 = -223187.443653
  nChanged 58
		SP:Iteration 10Q (196284.380000 sec): 3 clusters
  Score: Raw -225783.855920 + Penalty 2559.042973 = -223224.812947
  nChanged 54
		SP:Iteration 11Q (196284.430000 sec): 3 clusters
  Score: Raw -225819.228786 + Penalty 2559.042973 = -223260.185812
  nChanged 43
		SP:Iteration 12Q (196284.480000 sec): 3 clusters
  Score: Raw -225842.732499 + Penalty 2559.042973 = -223283.689526
  nChanged 29
		SP:Iteration 13Q (196284.530000 sec): 3 clusters
  Score: Raw -225859.257763 + Penalty 2559.042973 = -223300.214789
  nChanged 31
		SP:Iteration 14Q (196284.580000 sec): 3 clusters
  Score: Raw -225873.116790 + Penalty 2559.042973 = -223314.073816
  nChanged 19
		SP:Iteration 15Q (196284.630000 sec): 3 clusters
  Score: Raw -225881.039814 + Penalty 2559.042973 = -223321.996840
  nChanged 10
		SP:Iteration 16Q (196284.680000 sec): 3 clusters
  Score: Raw -225885.402628 + Penalty 2559.042973 = -223326.359654
  nChanged 12
		SP:Iteration 17Q (196284.730000 sec): 3 clusters
  Score: Raw -225891.188025 + Penalty 2559.042973 = -223332.145051
  nChanged 12
		SP:Iteration 18Q (196284.780000 sec): 3 clusters
  Score: Raw -225898.117514 + Penalty 2559.042973 = -223339.074541
  nChanged 12
		SP:Iteration 19Q (196284.830000 sec): 3 clusters
  Score: Raw -225902.975095 + Penalty 2559.042973 = -223343.932122
  nChanged 12
		SP:Iteration 20F (196284.880000 sec): 3 clusters
  Score: Raw -225907.750468 + Penalty 2559.042973 = -223348.707495
  nChanged 12
		SP:Iteration 21Q (196284.930000 sec): 3 clusters
  Score: Raw -225913.272123 + Penalty 2559.042973 = -223354.229150
  nChanged 11
		SP:Iteration 22Q (196284.980000 sec): 3 clusters
  Score: Raw -225917.543768 + Penalty 2559.042973 = -223358.500794
  nChanged 9
		SP:Iteration 23Q (196285.030000 sec): 3 clusters
  Score: Raw -225920.689668 + Penalty 2559.042973 = -223361.646695
  nChanged 6
		SP:Iteration 24Q (196285.090000 sec): 3 clusters
  Score: Raw -225923.226336 + Penalty 2559.042973 = -223364.183363
  nChanged 6
		SP:Iteration 25Q (196285.140000 sec): 3 clusters
  Score: Raw -225925.607089 + Penalty 2559.042973 = -223366.564115
  nChanged 4
		SP:Iteration 26Q (196285.190000 sec): 3 clusters
  Score: Raw -225926.757625 + Penalty 2559.042973 = -223367.714652
  nChanged 0
		SP:Iteration 27F (196285.240000 sec): 3 clusters
  Score: Raw -225926.757625 + Penalty 2559.042973 = -223367.714652
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 12 (10279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196285.380000 sec): 2 clusters
  Score: Raw -930647.435720 + Penalty 1501.151967 = -929146.283753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196285.640000 sec): 3 clusters
  Score: Raw -924795.149620 + Penalty 3002.303934 = -921792.845686
  nChanged 4408
		SP:Iteration 1F (196285.860000 sec): 3 clusters
  Score: Raw -927367.423559 + Penalty 3002.303934 = -924365.119625
  nChanged 778
		SP:Iteration 2F (196286.040000 sec): 3 clusters
  Score: Raw -927816.704411 + Penalty 3002.303934 = -924814.400477
  nChanged 647
		SP:Iteration 3F (196286.220000 sec): 3 clusters
  Score: Raw -928205.096371 + Penalty 3002.303934 = -925202.792437
  nChanged 559
		SP:Iteration 4F (196286.410000 sec): 3 clusters
  Score: Raw -928537.173944 + Penalty 3002.303934 = -925534.870010
  nChanged 531
		SP:Iteration 5F (196286.640000 sec): 3 clusters
  Score: Raw -928837.061305 + Penalty 3002.303934 = -925834.757371
  nChanged 475
		SP:Iteration 6Q (196286.860000 sec): 3 clusters
  Score: Raw -929086.600225 + Penalty 3002.303934 = -926084.296292
  nChanged 416
		SP:Iteration 7Q (196287.090000 sec): 3 clusters
  Score: Raw -929267.456120 + Penalty 3002.303934 = -926265.152186
  nChanged 330
		SP:Iteration 8Q (196287.360000 sec): 3 clusters
  Score: Raw -929408.394787 + Penalty 3002.303934 = -926406.090853
  nChanged 284
		SP:Iteration 9Q (196287.660000 sec): 3 clusters
  Score: Raw -929517.607336 + Penalty 3002.303934 = -926515.303402
  nChanged 246
		SP:Iteration 10Q (196287.850000 sec): 3 clusters
  Score: Raw -929608.975290 + Penalty 3002.303934 = -926606.671356
  nChanged 225
		SP:Iteration 11Q (196288.070000 sec): 3 clusters
  Score: Raw -929697.999664 + Penalty 3002.303934 = -926695.695731
  nChanged 222
		SP:Iteration 12Q (196288.300000 sec): 3 clusters
  Score: Raw -929774.453925 + Penalty 3002.303934 = -926772.149991
  nChanged 189
		SP:Iteration 13Q (196288.560000 sec): 3 clusters
  Score: Raw -929830.287946 + Penalty 3002.303934 = -926827.984013
  nChanged 175
		SP:Iteration 14Q (196288.710000 sec): 3 clusters
  Score: Raw -929879.085895 + Penalty 3002.303934 = -926876.781961
  nChanged 145
		SP:Iteration 15Q (196288.930000 sec): 3 clusters
  Score: Raw -929920.321185 + Penalty 3002.303934 = -926918.017251
  nChanged 136
		SP:Iteration 16Q (196289.160000 sec): 3 clusters
  Score: Raw -929959.630244 + Penalty 3002.303934 = -926957.326310
  nChanged 129
		SP:Iteration 17Q (196289.380000 sec): 3 clusters
  Score: Raw -929992.824388 + Penalty 3002.303934 = -926990.520454
  nChanged 114
		SP:Iteration 18Q (196289.600000 sec): 3 clusters
  Score: Raw -930022.316113 + Penalty 3002.303934 = -927020.012179
  nChanged 122
		SP:Iteration 19Q (196289.830000 sec): 3 clusters
  Score: Raw -930054.966004 + Penalty 3002.303934 = -927052.662070
  nChanged 125
		SP:Iteration 20F (196290.010000 sec): 3 clusters
  Score: Raw -930084.091497 + Penalty 3002.303934 = -927081.787563
  nChanged 109
		SP:Iteration 21Q (196290.230000 sec): 3 clusters
  Score: Raw -930106.885640 + Penalty 3002.303934 = -927104.581706
  nChanged 89
		SP:Iteration 22Q (196290.460000 sec): 3 clusters
  Score: Raw -930126.119888 + Penalty 3002.303934 = -927123.815954
  nChanged 97
		SP:Iteration 23Q (196290.680000 sec): 3 clusters
  Score: Raw -930147.296652 + Penalty 3002.303934 = -927144.992718
  nChanged 93
		SP:Iteration 24Q (196290.900000 sec): 3 clusters
  Score: Raw -930170.310876 + Penalty 3002.303934 = -927168.006942
  nChanged 111
		SP:Iteration 25Q (196291.130000 sec): 3 clusters
  Score: Raw -930198.703035 + Penalty 3002.303934 = -927196.399101
  nChanged 117
		SP:Iteration 26Q (196291.360000 sec): 3 clusters
  Score: Raw -930231.448717 + Penalty 3002.303934 = -927229.144783
  nChanged 121
		SP:Iteration 27Q (196291.580000 sec): 3 clusters
  Score: Raw -930265.998200 + Penalty 3002.303934 = -927263.694266
  nChanged 128
		SP:Iteration 28Q (196291.800000 sec): 3 clusters
  Score: Raw -930300.928787 + Penalty 3002.303934 = -927298.624853
  nChanged 122
		SP:Iteration 29Q (196292.030000 sec): 3 clusters
  Score: Raw -930333.484088 + Penalty 3002.303934 = -927331.180154
  nChanged 98
		SP:Iteration 30Q (196292.250000 sec): 3 clusters
  Score: Raw -930361.574717 + Penalty 3002.303934 = -927359.270783
  nChanged 111
		SP:Iteration 31Q (196292.480000 sec): 3 clusters
  Score: Raw -930396.681312 + Penalty 3002.303934 = -927394.377379
  nChanged 109
		SP:Iteration 32Q (196292.700000 sec): 3 clusters
  Score: Raw -930436.127665 + Penalty 3002.303934 = -927433.823731
  nChanged 108
		SP:Iteration 33Q (196292.930000 sec): 3 clusters
  Score: Raw -930473.685679 + Penalty 3002.303934 = -927471.381746
  nChanged 131
		SP:Iteration 34Q (196293.150000 sec): 3 clusters
  Score: Raw -930524.003791 + Penalty 3002.303934 = -927521.699858
  nChanged 113
		SP:Iteration 35Q (196293.380000 sec): 3 clusters
  Score: Raw -930565.178049 + Penalty 3002.303934 = -927562.874115
  nChanged 104
		SP:Iteration 36Q (196293.600000 sec): 3 clusters
  Score: Raw -930604.227591 + Penalty 3002.303934 = -927601.923657
  nChanged 99
		SP:Iteration 37Q (196293.830000 sec): 3 clusters
  Score: Raw -930640.086182 + Penalty 3002.303934 = -927637.782248
  nChanged 87
		SP:Iteration 38Q (196294.050000 sec): 3 clusters
  Score: Raw -930671.074584 + Penalty 3002.303934 = -927668.770650
  nChanged 89
		SP:Iteration 39Q (196294.280000 sec): 3 clusters
  Score: Raw -930705.072844 + Penalty 3002.303934 = -927702.768910
  nChanged 92
		SP:Iteration 40F (196294.460000 sec): 3 clusters
  Score: Raw -930738.604785 + Penalty 3002.303934 = -927736.300851
  nChanged 88
		SP:Iteration 41Q (196294.680000 sec): 3 clusters
  Score: Raw -930769.529800 + Penalty 3002.303934 = -927767.225866
  nChanged 73
		SP:Iteration 42Q (196294.910000 sec): 3 clusters
  Score: Raw -930796.332777 + Penalty 3002.303934 = -927794.028843
  nChanged 71
		SP:Iteration 43Q (196295.140000 sec): 3 clusters
  Score: Raw -930825.587311 + Penalty 3002.303934 = -927823.283377
  nChanged 61
		SP:Iteration 44Q (196295.370000 sec): 3 clusters
  Score: Raw -930847.880641 + Penalty 3002.303934 = -927845.576707
  nChanged 67
		SP:Iteration 45Q (196295.600000 sec): 3 clusters
  Score: Raw -930870.446889 + Penalty 3002.303934 = -927868.142955
  nChanged 56
		SP:Iteration 46Q (196295.820000 sec): 3 clusters
  Score: Raw -930890.793305 + Penalty 3002.303934 = -927888.489371
  nChanged 57
		SP:Iteration 47Q (196296.050000 sec): 3 clusters
  Score: Raw -930917.178626 + Penalty 3002.303934 = -927914.874692
  nChanged 61
		SP:Iteration 48Q (196296.280000 sec): 3 clusters
  Score: Raw -930944.017077 + Penalty 3002.303934 = -927941.713143
  nChanged 47
		SP:Iteration 49Q (196296.510000 sec): 3 clusters
  Score: Raw -930962.278399 + Penalty 3002.303934 = -927959.974465
  nChanged 35
		SP:Iteration 50Q (196296.740000 sec): 3 clusters
  Score: Raw -930976.928752 + Penalty 3002.303934 = -927974.624818
  nChanged 35
		SP:Iteration 51Q (196296.960000 sec): 3 clusters
  Score: Raw -930990.890202 + Penalty 3002.303934 = -927988.586268
  nChanged 27
		SP:Iteration 52Q (196297.190000 sec): 3 clusters
  Score: Raw -930999.737465 + Penalty 3002.303934 = -927997.433531
  nChanged 24
		SP:Iteration 53Q (196297.420000 sec): 3 clusters
  Score: Raw -931006.883410 + Penalty 3002.303934 = -928004.579476
  nChanged 21
		SP:Iteration 54Q (196297.650000 sec): 3 clusters
  Score: Raw -931014.053292 + Penalty 3002.303934 = -928011.749358
  nChanged 22
		SP:Iteration 55Q (196297.880000 sec): 3 clusters
  Score: Raw -931022.927125 + Penalty 3002.303934 = -928020.623192
  nChanged 15
		SP:Iteration 56Q (196298.100000 sec): 3 clusters
  Score: Raw -931027.705049 + Penalty 3002.303934 = -928025.401115
  nChanged 12
		SP:Iteration 57Q (196298.330000 sec): 3 clusters
  Score: Raw -931031.151154 + Penalty 3002.303934 = -928028.847220
  nChanged 7
		SP:Iteration 58Q (196298.600000 sec): 3 clusters
  Score: Raw -931032.632631 + Penalty 3002.303934 = -928030.328697
  nChanged 5
		SP:Iteration 59Q (196298.830000 sec): 3 clusters
  Score: Raw -931034.522585 + Penalty 3002.303934 = -928032.218651
  nChanged 11
		SP:Iteration 60F (196299.050000 sec): 3 clusters
  Score: Raw -931038.121884 + Penalty 3002.303934 = -928035.817950
  nChanged 9
		SP:Iteration 61Q (196299.280000 sec): 3 clusters
  Score: Raw -931042.389833 + Penalty 3002.303934 = -928040.085900
  nChanged 15
		SP:Iteration 62Q (196299.500000 sec): 3 clusters
  Score: Raw -931047.329470 + Penalty 3002.303934 = -928045.025536
  nChanged 5
		SP:Iteration 63Q (196299.720000 sec): 3 clusters
  Score: Raw -931048.188206 + Penalty 3002.303934 = -928045.884272
  nChanged 4
		SP:Iteration 64Q (196299.950000 sec): 3 clusters
  Score: Raw -931049.459811 + Penalty 3002.303934 = -928047.155877
  nChanged 5
		SP:Iteration 65Q (196300.170000 sec): 3 clusters
  Score: Raw -931050.547080 + Penalty 3002.303934 = -928048.243146
  nChanged 4
		SP:Iteration 66Q (196300.400000 sec): 3 clusters
  Score: Raw -931052.531145 + Penalty 3002.303934 = -928050.227211
  nChanged 4
		SP:Iteration 67Q (196300.620000 sec): 3 clusters
  Score: Raw -931053.499411 + Penalty 3002.303934 = -928051.195477
  nChanged 3
		SP:Iteration 68Q (196300.840000 sec): 3 clusters
  Score: Raw -931053.999279 + Penalty 3002.303934 = -928051.695346
  nChanged 2
		SP:Iteration 69Q (196301.070000 sec): 3 clusters
  Score: Raw -931054.419751 + Penalty 3002.303934 = -928052.115817
  nChanged 1
		SP:Iteration 70Q (196301.290000 sec): 3 clusters
  Score: Raw -931054.717554 + Penalty 3002.303934 = -928052.413620
  nChanged 1
		SP:Iteration 71Q (196301.520000 sec): 3 clusters
  Score: Raw -931055.075299 + Penalty 3002.303934 = -928052.771365
  nChanged 1
		SP:Iteration 72Q (196301.740000 sec): 3 clusters
  Score: Raw -931055.169286 + Penalty 3002.303934 = -928052.865353
  nChanged 0
		SP:Iteration 73F (196301.960000 sec): 3 clusters
  Score: Raw -931055.169286 + Penalty 3002.303934 = -928052.865353
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 13 (7347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196302.080000 sec): 2 clusters
  Score: Raw -731985.984269 + Penalty 1446.582694 = -730539.401576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196302.290000 sec): 3 clusters
  Score: Raw -727891.910936 + Penalty 2893.165387 = -724998.745548
  nChanged 3101
		SP:Iteration 1F (196302.490000 sec): 3 clusters
  Score: Raw -729567.143260 + Penalty 2893.165387 = -726673.977873
  nChanged 472
		SP:Iteration 2F (196302.690000 sec): 3 clusters
  Score: Raw -729782.096408 + Penalty 2893.165387 = -726888.931020
  nChanged 378
		SP:Iteration 3F (196302.890000 sec): 3 clusters
  Score: Raw -729941.529562 + Penalty 2893.165387 = -727048.364175
  nChanged 298
		SP:Iteration 4Q (196303.050000 sec): 3 clusters
  Score: Raw -730062.934683 + Penalty 2893.165387 = -727169.769296
  nChanged 276
		SP:Iteration 5Q (196303.150000 sec): 3 clusters
  Score: Raw -730173.898048 + Penalty 2893.165387 = -727280.732660
  nChanged 271
		SP:Iteration 6Q (196303.270000 sec): 3 clusters
  Score: Raw -730291.524701 + Penalty 2893.165387 = -727398.359313
  nChanged 275
		SP:Iteration 7Q (196303.380000 sec): 3 clusters
  Score: Raw -730427.851765 + Penalty 2893.165387 = -727534.686377
  nChanged 315
		SP:Iteration 8Q (196303.490000 sec): 3 clusters
  Score: Raw -730619.563859 + Penalty 2893.165387 = -727726.398472
  nChanged 341
		SP:Iteration 9Q (196303.600000 sec): 3 clusters
  Score: Raw -730855.544787 + Penalty 2893.165387 = -727962.379399
  nChanged 339
		SP:Iteration 10Q (196303.710000 sec): 3 clusters
  Score: Raw -731103.223863 + Penalty 2893.165387 = -728210.058476
  nChanged 306
		SP:Iteration 11Q (196303.820000 sec): 3 clusters
  Score: Raw -731348.496183 + Penalty 2893.165387 = -728455.330796
  nChanged 251
		SP:Iteration 12Q (196303.990000 sec): 3 clusters
  Score: Raw -731547.839247 + Penalty 2893.165387 = -728654.673860
  nChanged 217
		SP:Iteration 13Q (196304.100000 sec): 3 clusters
  Score: Raw -731715.225851 + Penalty 2893.165387 = -728822.060464
  nChanged 151
		SP:Iteration 14Q (196304.210000 sec): 3 clusters
  Score: Raw -731834.356884 + Penalty 2893.165387 = -728941.191497
  nChanged 95
		SP:Iteration 15Q (196304.310000 sec): 3 clusters
  Score: Raw -731914.687123 + Penalty 2893.165387 = -729021.521736
  nChanged 64
		SP:Iteration 16Q (196304.420000 sec): 3 clusters
  Score: Raw -731966.031343 + Penalty 2893.165387 = -729072.865956
  nChanged 50
		SP:Iteration 17Q (196304.530000 sec): 3 clusters
  Score: Raw -732017.568695 + Penalty 2893.165387 = -729124.403308
  nChanged 38
		SP:Iteration 18Q (196304.710000 sec): 3 clusters
  Score: Raw -732058.648997 + Penalty 2893.165387 = -729165.483610
  nChanged 29
		SP:Iteration 19Q (196304.910000 sec): 3 clusters
  Score: Raw -732087.406308 + Penalty 2893.165387 = -729194.240920
  nChanged 25
		SP:Iteration 20F (196305.120000 sec): 3 clusters
  Score: Raw -732115.338600 + Penalty 2893.165387 = -729222.173212
  nChanged 14
		SP:Iteration 21Q (196305.320000 sec): 3 clusters
  Score: Raw -732138.101893 + Penalty 2893.165387 = -729244.936505
  nChanged 16
		SP:Iteration 22Q (196305.520000 sec): 3 clusters
  Score: Raw -732157.480220 + Penalty 2893.165387 = -729264.314833
  nChanged 9
		SP:Iteration 23Q (196305.660000 sec): 3 clusters
  Score: Raw -732167.097816 + Penalty 2893.165387 = -729273.932428
  nChanged 8
		SP:Iteration 24Q (196305.770000 sec): 3 clusters
  Score: Raw -732177.232088 + Penalty 2893.165387 = -729284.066700
  nChanged 5
		SP:Iteration 25Q (196305.870000 sec): 3 clusters
  Score: Raw -732185.140454 + Penalty 2893.165387 = -729291.975067
  nChanged 5
		SP:Iteration 26Q (196305.970000 sec): 3 clusters
  Score: Raw -732192.066985 + Penalty 2893.165387 = -729298.901598
  nChanged 4
		SP:Iteration 27Q (196306.150000 sec): 3 clusters
  Score: Raw -732195.949438 + Penalty 2893.165387 = -729302.784051
  nChanged 0
		SP:Iteration 28F (196306.260000 sec): 3 clusters
  Score: Raw -732195.949438 + Penalty 2893.165387 = -729302.784051
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 14 (3986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196306.350000 sec): 2 clusters
  Score: Raw -341647.185643 + Penalty 1347.213319 = -340299.972324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196306.530000 sec): 3 clusters
  Score: Raw -339716.362995 + Penalty 2694.426638 = -337021.936357
  nChanged 1581
		SP:Iteration 1F (196306.710000 sec): 3 clusters
  Score: Raw -341015.205304 + Penalty 2694.426638 = -338320.778666
  nChanged 423
		SP:Iteration 2F (196306.880000 sec): 3 clusters
  Score: Raw -341499.414907 + Penalty 2694.426638 = -338804.988269
  nChanged 312
		SP:Iteration 3F (196307.060000 sec): 3 clusters
  Score: Raw -341754.105433 + Penalty 2694.426638 = -339059.678796
  nChanged 203
		SP:Iteration 4F (196307.230000 sec): 3 clusters
  Score: Raw -341893.790643 + Penalty 2694.426638 = -339199.364005
  nChanged 148
		SP:Iteration 5Q (196307.410000 sec): 3 clusters
  Score: Raw -341990.378356 + Penalty 2694.426638 = -339295.951718
  nChanged 110
		SP:Iteration 6Q (196307.580000 sec): 3 clusters
  Score: Raw -342060.577619 + Penalty 2694.426638 = -339366.150981
  nChanged 99
		SP:Iteration 7Q (196307.760000 sec): 3 clusters
  Score: Raw -342114.991172 + Penalty 2694.426638 = -339420.564534
  nChanged 77
		SP:Iteration 8Q (196307.930000 sec): 3 clusters
  Score: Raw -342161.312809 + Penalty 2694.426638 = -339466.886172
  nChanged 71
		SP:Iteration 9Q (196308.110000 sec): 3 clusters
  Score: Raw -342199.991039 + Penalty 2694.426638 = -339505.564401
  nChanged 64
		SP:Iteration 10Q (196308.290000 sec): 3 clusters
  Score: Raw -342238.641370 + Penalty 2694.426638 = -339544.214733
  nChanged 73
		SP:Iteration 11Q (196308.460000 sec): 3 clusters
  Score: Raw -342288.009341 + Penalty 2694.426638 = -339593.582703
  nChanged 73
		SP:Iteration 12Q (196308.640000 sec): 3 clusters
  Score: Raw -342345.485779 + Penalty 2694.426638 = -339651.059141
  nChanged 73
		SP:Iteration 13Q (196308.810000 sec): 3 clusters
  Score: Raw -342399.877407 + Penalty 2694.426638 = -339705.450769
  nChanged 73
		SP:Iteration 14Q (196308.990000 sec): 3 clusters
  Score: Raw -342476.835065 + Penalty 2694.426638 = -339782.408427
  nChanged 81
		SP:Iteration 15Q (196309.170000 sec): 3 clusters
  Score: Raw -342551.415362 + Penalty 2694.426638 = -339856.988724
  nChanged 81
		SP:Iteration 16Q (196309.340000 sec): 3 clusters
  Score: Raw -342624.223615 + Penalty 2694.426638 = -339929.796977
  nChanged 72
		SP:Iteration 17Q (196309.520000 sec): 3 clusters
  Score: Raw -342676.803769 + Penalty 2694.426638 = -339982.377132
  nChanged 52
		SP:Iteration 18Q (196309.690000 sec): 3 clusters
  Score: Raw -342706.099898 + Penalty 2694.426638 = -340011.673260
  nChanged 39
		SP:Iteration 19Q (196309.870000 sec): 3 clusters
  Score: Raw -342726.975152 + Penalty 2694.426638 = -340032.548514
  nChanged 31
		SP:Iteration 20F (196310.050000 sec): 3 clusters
  Score: Raw -342743.388779 + Penalty 2694.426638 = -340048.962141
  nChanged 16
		SP:Iteration 21Q (196310.220000 sec): 3 clusters
  Score: Raw -342751.451452 + Penalty 2694.426638 = -340057.024814
  nChanged 15
		SP:Iteration 22Q (196310.400000 sec): 3 clusters
  Score: Raw -342757.162323 + Penalty 2694.426638 = -340062.735685
  nChanged 14
		SP:Iteration 23Q (196310.570000 sec): 3 clusters
  Score: Raw -342764.206901 + Penalty 2694.426638 = -340069.780263
  nChanged 12
		SP:Iteration 24Q (196310.750000 sec): 3 clusters
  Score: Raw -342771.015183 + Penalty 2694.426638 = -340076.588545
  nChanged 7
		SP:Iteration 25Q (196310.920000 sec): 3 clusters
  Score: Raw -342774.589835 + Penalty 2694.426638 = -340080.163197
  nChanged 7
		SP:Iteration 26Q (196311.090000 sec): 3 clusters
  Score: Raw -342776.303803 + Penalty 2694.426638 = -340081.877166
  nChanged 1
		SP:Iteration 27Q (196311.270000 sec): 3 clusters
  Score: Raw -342777.198098 + Penalty 2694.426638 = -340082.771460
  nChanged 2
		SP:Iteration 28Q (196311.450000 sec): 3 clusters
  Score: Raw -342777.527593 + Penalty 2694.426638 = -340083.100956
  nChanged 2
		SP:Iteration 29Q (196311.620000 sec): 3 clusters
  Score: Raw -342778.005232 + Penalty 2694.426638 = -340083.578594
  nChanged 1
		SP:Iteration 30Q (196311.800000 sec): 3 clusters
  Score: Raw -342778.960983 + Penalty 2694.426638 = -340084.534345
  nChanged 1
		SP:Iteration 31Q (196311.980000 sec): 3 clusters
  Score: Raw -342779.146987 + Penalty 2694.426638 = -340084.720349
  nChanged 1
		SP:Iteration 32Q (196312.150000 sec): 3 clusters
  Score: Raw -342779.361235 + Penalty 2694.426638 = -340084.934597
  nChanged 1
		SP:Iteration 33Q (196312.320000 sec): 3 clusters
  Score: Raw -342779.775465 + Penalty 2694.426638 = -340085.348828
  nChanged 2
		SP:Iteration 34Q (196312.500000 sec): 3 clusters
  Score: Raw -342780.153381 + Penalty 2694.426638 = -340085.726743
  nChanged 5
		SP:Iteration 35Q (196312.670000 sec): 3 clusters
  Score: Raw -342782.088639 + Penalty 2694.426638 = -340087.662001
  nChanged 7
		SP:Iteration 36Q (196312.850000 sec): 3 clusters
  Score: Raw -342784.704284 + Penalty 2694.426638 = -340090.277646
  nChanged 4
		SP:Iteration 37Q (196313.020000 sec): 3 clusters
  Score: Raw -342786.326218 + Penalty 2694.426638 = -340091.899580
  nChanged 5
		SP:Iteration 38Q (196313.200000 sec): 3 clusters
  Score: Raw -342788.209043 + Penalty 2694.426638 = -340093.782406
  nChanged 5
		SP:Iteration 39Q (196313.280000 sec): 3 clusters
  Score: Raw -342789.517880 + Penalty 2694.426638 = -340095.091242
  nChanged 4
		SP:Iteration 40F (196313.360000 sec): 3 clusters
  Score: Raw -342790.604419 + Penalty 2694.426638 = -340096.177781
  nChanged 4
		SP:Iteration 41Q (196313.430000 sec): 3 clusters
  Score: Raw -342792.195941 + Penalty 2694.426638 = -340097.769303
  nChanged 6
		SP:Iteration 42Q (196313.510000 sec): 3 clusters
  Score: Raw -342794.320308 + Penalty 2694.426638 = -340099.893670
  nChanged 6
		SP:Iteration 43Q (196313.580000 sec): 3 clusters
  Score: Raw -342796.219357 + Penalty 2694.426638 = -340101.792720
  nChanged 7
		SP:Iteration 44Q (196313.660000 sec): 3 clusters
  Score: Raw -342798.901393 + Penalty 2694.426638 = -340104.474755
  nChanged 6
		SP:Iteration 45Q (196313.730000 sec): 3 clusters
  Score: Raw -342800.853005 + Penalty 2694.426638 = -340106.426367
  nChanged 4
		SP:Iteration 46Q (196313.810000 sec): 3 clusters
  Score: Raw -342801.485064 + Penalty 2694.426638 = -340107.058426
  nChanged 5
		SP:Iteration 47Q (196313.890000 sec): 3 clusters
  Score: Raw -342804.699640 + Penalty 2694.426638 = -340110.273003
  nChanged 6
		SP:Iteration 48Q (196313.960000 sec): 3 clusters
  Score: Raw -342807.894013 + Penalty 2694.426638 = -340113.467375
  nChanged 5
		SP:Iteration 49Q (196314.040000 sec): 3 clusters
  Score: Raw -342809.389986 + Penalty 2694.426638 = -340114.963349
  nChanged 7
		SP:Iteration 50Q (196314.110000 sec): 3 clusters
  Score: Raw -342811.646026 + Penalty 2694.426638 = -340117.219389
  nChanged 9
		SP:Iteration 51Q (196314.190000 sec): 3 clusters
  Score: Raw -342814.358601 + Penalty 2694.426638 = -340119.931964
  nChanged 6
		SP:Iteration 52Q (196314.260000 sec): 3 clusters
  Score: Raw -342819.069538 + Penalty 2694.426638 = -340124.642900
  nChanged 9
		SP:Iteration 53Q (196314.330000 sec): 3 clusters
  Score: Raw -342825.269821 + Penalty 2694.426638 = -340130.843183
  nChanged 7
		SP:Iteration 54Q (196314.400000 sec): 3 clusters
  Score: Raw -342826.993075 + Penalty 2694.426638 = -340132.566437
  nChanged 5
		SP:Iteration 55Q (196314.470000 sec): 3 clusters
  Score: Raw -342829.090607 + Penalty 2694.426638 = -340134.663970
  nChanged 6
		SP:Iteration 56Q (196314.550000 sec): 3 clusters
  Score: Raw -342831.952498 + Penalty 2694.426638 = -340137.525861
  nChanged 2
		SP:Iteration 57Q (196314.610000 sec): 3 clusters
  Score: Raw -342832.420427 + Penalty 2694.426638 = -340137.993789
  nChanged 1
		SP:Iteration 58Q (196314.690000 sec): 3 clusters
  Score: Raw -342832.548112 + Penalty 2694.426638 = -340138.121474
  nChanged 0
		SP:Iteration 59F (196314.760000 sec): 3 clusters
  Score: Raw -342832.548112 + Penalty 2694.426638 = -340138.121474
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 15 (2032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196314.830000 sec): 2 clusters
  Score: Raw -152464.047520 + Penalty 1237.726069 = -151226.321451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196314.870000 sec): 3 clusters
  Score: Raw -151639.597645 + Penalty 2475.452138 = -149164.145507
  nChanged 693
		SP:Iteration 1F (196314.910000 sec): 3 clusters
  Score: Raw -152342.306766 + Penalty 2475.452138 = -149866.854628
  nChanged 245
		SP:Iteration 2F (196314.950000 sec): 3 clusters
  Score: Raw -152666.604108 + Penalty 2475.452138 = -150191.151970
  nChanged 140
		SP:Iteration 3F (196315.000000 sec): 3 clusters
  Score: Raw -152873.821848 + Penalty 2475.452138 = -150398.369711
  nChanged 100
		SP:Iteration 4Q (196315.040000 sec): 3 clusters
  Score: Raw -153020.881811 + Penalty 2475.452138 = -150545.429673
  nChanged 95
		SP:Iteration 5Q (196315.080000 sec): 3 clusters
  Score: Raw -153157.474254 + Penalty 2475.452138 = -150682.022116
  nChanged 78
		SP:Iteration 6Q (196315.130000 sec): 3 clusters
  Score: Raw -153235.657479 + Penalty 2475.452138 = -150760.205341
  nChanged 65
		SP:Iteration 7Q (196315.170000 sec): 3 clusters
  Score: Raw -153298.791268 + Penalty 2475.452138 = -150823.339131
  nChanged 52
		SP:Iteration 8Q (196315.210000 sec): 3 clusters
  Score: Raw -153340.191892 + Penalty 2475.452138 = -150864.739754
  nChanged 39
		SP:Iteration 9Q (196315.250000 sec): 3 clusters
  Score: Raw -153368.660290 + Penalty 2475.452138 = -150893.208153
  nChanged 37
		SP:Iteration 10Q (196315.300000 sec): 3 clusters
  Score: Raw -153396.560597 + Penalty 2475.452138 = -150921.108459
  nChanged 33
		SP:Iteration 11Q (196315.340000 sec): 3 clusters
  Score: Raw -153421.322532 + Penalty 2475.452138 = -150945.870394
  nChanged 31
		SP:Iteration 12Q (196315.380000 sec): 3 clusters
  Score: Raw -153444.013126 + Penalty 2475.452138 = -150968.560988
  nChanged 33
		SP:Iteration 13Q (196315.420000 sec): 3 clusters
  Score: Raw -153476.200997 + Penalty 2475.452138 = -151000.748859
  nChanged 36
		SP:Iteration 14Q (196315.460000 sec): 3 clusters
  Score: Raw -153510.427771 + Penalty 2475.452138 = -151034.975633
  nChanged 41
		SP:Iteration 15Q (196315.500000 sec): 3 clusters
  Score: Raw -153539.104535 + Penalty 2475.452138 = -151063.652397
  nChanged 22
		SP:Iteration 16Q (196315.540000 sec): 3 clusters
  Score: Raw -153554.843749 + Penalty 2475.452138 = -151079.391611
  nChanged 13
		SP:Iteration 17Q (196315.580000 sec): 3 clusters
  Score: Raw -153564.324175 + Penalty 2475.452138 = -151088.872037
  nChanged 13
		SP:Iteration 18Q (196315.620000 sec): 3 clusters
  Score: Raw -153570.599006 + Penalty 2475.452138 = -151095.146868
  nChanged 9
		SP:Iteration 19Q (196315.670000 sec): 3 clusters
  Score: Raw -153578.037182 + Penalty 2475.452138 = -151102.585044
  nChanged 8
		SP:Iteration 20F (196315.710000 sec): 3 clusters
  Score: Raw -153581.861655 + Penalty 2475.452138 = -151106.409517
  nChanged 10
		SP:Iteration 21Q (196315.750000 sec): 3 clusters
  Score: Raw -153585.792602 + Penalty 2475.452138 = -151110.340464
  nChanged 5
		SP:Iteration 22Q (196315.790000 sec): 3 clusters
  Score: Raw -153586.905276 + Penalty 2475.452138 = -151111.453139
  nChanged 4
		SP:Iteration 23Q (196315.840000 sec): 3 clusters
  Score: Raw -153589.322578 + Penalty 2475.452138 = -151113.870440
  nChanged 1
		SP:Iteration 24Q (196315.880000 sec): 3 clusters
  Score: Raw -153589.547772 + Penalty 2475.452138 = -151114.095634
  nChanged 1
		SP:Iteration 25Q (196315.920000 sec): 3 clusters
  Score: Raw -153589.728537 + Penalty 2475.452138 = -151114.276400
  nChanged 0
		SP:Iteration 26F (196315.960000 sec): 3 clusters
  Score: Raw -153589.728537 + Penalty 2475.452138 = -151114.276400
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 16 (2544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196316.020000 sec): 2 clusters
  Score: Raw -201725.045850 + Penalty 1274.242600 = -200450.803250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196316.080000 sec): 3 clusters
  Score: Raw -200655.146476 + Penalty 2548.485200 = -198106.661275
  nChanged 926
		SP:Iteration 1F (196316.120000 sec): 3 clusters
  Score: Raw -201303.585737 + Penalty 2548.485200 = -198755.100536
  nChanged 227
		SP:Iteration 2F (196316.170000 sec): 3 clusters
  Score: Raw -201518.863095 + Penalty 2548.485200 = -198970.377894
  nChanged 176
		SP:Iteration 3F (196316.220000 sec): 3 clusters
  Score: Raw -201673.673851 + Penalty 2548.485200 = -199125.188650
  nChanged 122
		SP:Iteration 4Q (196316.270000 sec): 3 clusters
  Score: Raw -201780.471811 + Penalty 2548.485200 = -199231.986611
  nChanged 102
		SP:Iteration 5Q (196316.320000 sec): 3 clusters
  Score: Raw -201861.710323 + Penalty 2548.485200 = -199313.225123
  nChanged 91
		SP:Iteration 6Q (196316.370000 sec): 3 clusters
  Score: Raw -201944.890795 + Penalty 2548.485200 = -199396.405595
  nChanged 65
		SP:Iteration 7Q (196316.420000 sec): 3 clusters
  Score: Raw -201994.719785 + Penalty 2548.485200 = -199446.234585
  nChanged 56
		SP:Iteration 8Q (196316.470000 sec): 3 clusters
  Score: Raw -202032.838328 + Penalty 2548.485200 = -199484.353127
  nChanged 50
		SP:Iteration 9Q (196316.520000 sec): 3 clusters
  Score: Raw -202064.384035 + Penalty 2548.485200 = -199515.898835
  nChanged 36
		SP:Iteration 10Q (196316.570000 sec): 3 clusters
  Score: Raw -202087.413130 + Penalty 2548.485200 = -199538.927929
  nChanged 26
		SP:Iteration 11Q (196316.620000 sec): 3 clusters
  Score: Raw -202103.849117 + Penalty 2548.485200 = -199555.363917
  nChanged 28
		SP:Iteration 12Q (196316.670000 sec): 3 clusters
  Score: Raw -202124.845218 + Penalty 2548.485200 = -199576.360018
  nChanged 21
		SP:Iteration 13Q (196316.720000 sec): 3 clusters
  Score: Raw -202137.222312 + Penalty 2548.485200 = -199588.737111
  nChanged 21
		SP:Iteration 14Q (196316.770000 sec): 3 clusters
  Score: Raw -202147.203620 + Penalty 2548.485200 = -199598.718419
  nChanged 12
		SP:Iteration 15Q (196316.820000 sec): 3 clusters
  Score: Raw -202151.123999 + Penalty 2548.485200 = -199602.638799
  nChanged 10
		SP:Iteration 16Q (196316.870000 sec): 3 clusters
  Score: Raw -202154.484726 + Penalty 2548.485200 = -199605.999525
  nChanged 9
		SP:Iteration 17Q (196316.920000 sec): 3 clusters
  Score: Raw -202158.625504 + Penalty 2548.485200 = -199610.140303
  nChanged 10
		SP:Iteration 18Q (196316.970000 sec): 3 clusters
  Score: Raw -202165.176826 + Penalty 2548.485200 = -199616.691625
  nChanged 13
		SP:Iteration 19Q (196317.020000 sec): 3 clusters
  Score: Raw -202171.347768 + Penalty 2548.485200 = -199622.862567
  nChanged 6
		SP:Iteration 20F (196317.070000 sec): 3 clusters
  Score: Raw -202173.061462 + Penalty 2548.485200 = -199624.576261
  nChanged 3
		SP:Iteration 21Q (196317.120000 sec): 3 clusters
  Score: Raw -202173.737531 + Penalty 2548.485200 = -199625.252330
  nChanged 2
		SP:Iteration 22Q (196317.170000 sec): 3 clusters
  Score: Raw -202174.445379 + Penalty 2548.485200 = -199625.960179
  nChanged 0
		SP:Iteration 23F (196317.220000 sec): 3 clusters
  Score: Raw -202174.445379 + Penalty 2548.485200 = -199625.960179
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 17 (3584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196317.330000 sec): 2 clusters
  Score: Raw -210978.022425 + Penalty 1329.938151 = -209648.084274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196317.500000 sec): 3 clusters
  Score: Raw -209320.013019 + Penalty 2659.876302 = -206660.136717
  nChanged 1394
		SP:Iteration 1F (196317.680000 sec): 3 clusters
  Score: Raw -210652.572970 + Penalty 2659.876302 = -207992.696668
  nChanged 411
		SP:Iteration 2F (196317.860000 sec): 3 clusters
  Score: Raw -211162.735240 + Penalty 2659.876302 = -208502.858938
  nChanged 284
		SP:Iteration 3F (196318.040000 sec): 3 clusters
  Score: Raw -211441.680576 + Penalty 2659.876302 = -208781.804274
  nChanged 218
		SP:Iteration 4F (196318.210000 sec): 3 clusters
  Score: Raw -211619.655414 + Penalty 2659.876302 = -208959.779113
  nChanged 124
		SP:Iteration 5Q (196318.390000 sec): 3 clusters
  Score: Raw -211698.986852 + Penalty 2659.876302 = -209039.110551
  nChanged 91
		SP:Iteration 6Q (196318.560000 sec): 3 clusters
  Score: Raw -211753.050046 + Penalty 2659.876302 = -209093.173745
  nChanged 74
		SP:Iteration 7Q (196318.740000 sec): 3 clusters
  Score: Raw -211791.964223 + Penalty 2659.876302 = -209132.087922
  nChanged 52
		SP:Iteration 8Q (196318.910000 sec): 3 clusters
  Score: Raw -211811.987216 + Penalty 2659.876302 = -209152.110915
  nChanged 33
		SP:Iteration 9Q (196319.080000 sec): 3 clusters
  Score: Raw -211828.938850 + Penalty 2659.876302 = -209169.062549
  nChanged 25
		SP:Iteration 10Q (196319.260000 sec): 3 clusters
  Score: Raw -211837.769403 + Penalty 2659.876302 = -209177.893102
  nChanged 22
		SP:Iteration 11Q (196319.430000 sec): 3 clusters
  Score: Raw -211845.961435 + Penalty 2659.876302 = -209186.085133
  nChanged 16
		SP:Iteration 12Q (196319.620000 sec): 3 clusters
  Score: Raw -211854.353270 + Penalty 2659.876302 = -209194.476969
  nChanged 18
		SP:Iteration 13Q (196319.780000 sec): 3 clusters
  Score: Raw -211860.480145 + Penalty 2659.876302 = -209200.603843
  nChanged 13
		SP:Iteration 14Q (196319.950000 sec): 3 clusters
  Score: Raw -211865.042963 + Penalty 2659.876302 = -209205.166662
  nChanged 11
		SP:Iteration 15Q (196320.130000 sec): 3 clusters
  Score: Raw -211868.260511 + Penalty 2659.876302 = -209208.384210
  nChanged 11
		SP:Iteration 16Q (196320.310000 sec): 3 clusters
  Score: Raw -211872.089726 + Penalty 2659.876302 = -209212.213424
  nChanged 14
		SP:Iteration 17Q (196320.470000 sec): 3 clusters
  Score: Raw -211876.645988 + Penalty 2659.876302 = -209216.769686
  nChanged 7
		SP:Iteration 18Q (196320.650000 sec): 3 clusters
  Score: Raw -211877.815735 + Penalty 2659.876302 = -209217.939433
  nChanged 4
		SP:Iteration 19Q (196320.830000 sec): 3 clusters
  Score: Raw -211878.465529 + Penalty 2659.876302 = -209218.589228
  nChanged 1
		SP:Iteration 20F (196321.000000 sec): 3 clusters
  Score: Raw -211878.606163 + Penalty 2659.876302 = -209218.729862
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 18 (2535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196321.070000 sec): 2 clusters
  Score: Raw -235514.935141 + Penalty 1273.666699 = -234241.268442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196321.250000 sec): 3 clusters
  Score: Raw -234394.314628 + Penalty 2547.333398 = -231846.981231
  nChanged 947
		SP:Iteration 1F (196321.420000 sec): 3 clusters
  Score: Raw -235111.471784 + Penalty 2547.333398 = -232564.138386
  nChanged 285
		SP:Iteration 2F (196321.590000 sec): 3 clusters
  Score: Raw -235467.823057 + Penalty 2547.333398 = -232920.489659
  nChanged 247
		SP:Iteration 3F (196321.770000 sec): 3 clusters
  Score: Raw -235781.212184 + Penalty 2547.333398 = -233233.878786
  nChanged 165
		SP:Iteration 4F (196321.940000 sec): 3 clusters
  Score: Raw -235978.219735 + Penalty 2547.333398 = -233430.886338
  nChanged 116
		SP:Iteration 5Q (196322.120000 sec): 3 clusters
  Score: Raw -236073.072701 + Penalty 2547.333398 = -233525.739303
  nChanged 61
		SP:Iteration 6Q (196322.300000 sec): 3 clusters
  Score: Raw -236122.368370 + Penalty 2547.333398 = -233575.034972
  nChanged 45
		SP:Iteration 7Q (196322.480000 sec): 3 clusters
  Score: Raw -236167.000313 + Penalty 2547.333398 = -233619.666915
  nChanged 44
		SP:Iteration 8Q (196322.650000 sec): 3 clusters
  Score: Raw -236203.411042 + Penalty 2547.333398 = -233656.077644
  nChanged 32
		SP:Iteration 9Q (196322.830000 sec): 3 clusters
  Score: Raw -236227.571743 + Penalty 2547.333398 = -233680.238346
  nChanged 22
		SP:Iteration 10Q (196323.010000 sec): 3 clusters
  Score: Raw -236242.589580 + Penalty 2547.333398 = -233695.256183
  nChanged 13
		SP:Iteration 11Q (196323.180000 sec): 3 clusters
  Score: Raw -236249.703113 + Penalty 2547.333398 = -233702.369716
  nChanged 12
		SP:Iteration 12Q (196323.360000 sec): 3 clusters
  Score: Raw -236255.206852 + Penalty 2547.333398 = -233707.873454
  nChanged 8
		SP:Iteration 13Q (196323.530000 sec): 3 clusters
  Score: Raw -236257.884076 + Penalty 2547.333398 = -233710.550678
  nChanged 4
		SP:Iteration 14Q (196323.710000 sec): 3 clusters
  Score: Raw -236260.062884 + Penalty 2547.333398 = -233712.729486
  nChanged 6
		SP:Iteration 15Q (196323.890000 sec): 3 clusters
  Score: Raw -236261.754767 + Penalty 2547.333398 = -233714.421369
  nChanged 2
		SP:Iteration 16Q (196324.020000 sec): 3 clusters
  Score: Raw -236262.603005 + Penalty 2547.333398 = -233715.269608
  nChanged 2
		SP:Iteration 17Q (196324.190000 sec): 3 clusters
  Score: Raw -236263.478720 + Penalty 2547.333398 = -233716.145322
  nChanged 2
		SP:Iteration 18Q (196324.370000 sec): 3 clusters
  Score: Raw -236264.471850 + Penalty 2547.333398 = -233717.138452
  nChanged 4
		SP:Iteration 19Q (196324.540000 sec): 3 clusters
  Score: Raw -236265.589533 + Penalty 2547.333398 = -233718.256136
  nChanged 2
		SP:Iteration 20F (196324.720000 sec): 3 clusters
  Score: Raw -236266.118220 + Penalty 2547.333398 = -233718.784822
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 19 (11376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196324.890000 sec): 2 clusters
  Score: Raw -989446.331956 + Penalty 1517.629937 = -987928.702019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196325.150000 sec): 3 clusters
  Score: Raw -982961.335352 + Penalty 3035.259874 = -979926.075477
  nChanged 4944
		SP:Iteration 1F (196325.330000 sec): 3 clusters
  Score: Raw -986006.090843 + Penalty 3035.259874 = -982970.830969
  nChanged 844
		SP:Iteration 2F (196325.580000 sec): 3 clusters
  Score: Raw -986491.725241 + Penalty 3035.259874 = -983456.465367
  nChanged 724
		SP:Iteration 3F (196325.840000 sec): 3 clusters
  Score: Raw -986922.557799 + Penalty 3035.259874 = -983887.297925
  nChanged 660
		SP:Iteration 4F (196326.060000 sec): 3 clusters
  Score: Raw -987286.382475 + Penalty 3035.259874 = -984251.122600
  nChanged 560
		SP:Iteration 5Q (196326.270000 sec): 3 clusters
  Score: Raw -987610.214678 + Penalty 3035.259874 = -984574.954804
  nChanged 507
		SP:Iteration 6Q (196326.480000 sec): 3 clusters
  Score: Raw -987908.879071 + Penalty 3035.259874 = -984873.619197
  nChanged 491
		SP:Iteration 7Q (196326.690000 sec): 3 clusters
  Score: Raw -988183.092560 + Penalty 3035.259874 = -985147.832686
  nChanged 450
		SP:Iteration 8Q (196326.910000 sec): 3 clusters
  Score: Raw -988423.694777 + Penalty 3035.259874 = -985388.434903
  nChanged 400
		SP:Iteration 9Q (196327.120000 sec): 3 clusters
  Score: Raw -988641.611437 + Penalty 3035.259874 = -985606.351563
  nChanged 369
		SP:Iteration 10Q (196327.330000 sec): 3 clusters
  Score: Raw -988846.447290 + Penalty 3035.259874 = -985811.187416
  nChanged 350
		SP:Iteration 11Q (196327.540000 sec): 3 clusters
  Score: Raw -989026.662818 + Penalty 3035.259874 = -985991.402944
  nChanged 295
		SP:Iteration 12Q (196327.750000 sec): 3 clusters
  Score: Raw -989179.050904 + Penalty 3035.259874 = -986143.791029
  nChanged 251
		SP:Iteration 13Q (196327.960000 sec): 3 clusters
  Score: Raw -989316.032449 + Penalty 3035.259874 = -986280.772574
  nChanged 249
		SP:Iteration 14Q (196328.170000 sec): 3 clusters
  Score: Raw -989447.222592 + Penalty 3035.259874 = -986411.962718
  nChanged 213
		SP:Iteration 15Q (196328.390000 sec): 3 clusters
  Score: Raw -989555.517221 + Penalty 3035.259874 = -986520.257347
  nChanged 160
		SP:Iteration 16Q (196328.590000 sec): 3 clusters
  Score: Raw -989626.560847 + Penalty 3035.259874 = -986591.300973
  nChanged 138
		SP:Iteration 17Q (196328.810000 sec): 3 clusters
  Score: Raw -989683.467224 + Penalty 3035.259874 = -986648.207349
  nChanged 137
		SP:Iteration 18Q (196329.020000 sec): 3 clusters
  Score: Raw -989740.161785 + Penalty 3035.259874 = -986704.901910
  nChanged 118
		SP:Iteration 19Q (196329.230000 sec): 3 clusters
  Score: Raw -989786.202066 + Penalty 3035.259874 = -986750.942191
  nChanged 111
		SP:Iteration 20F (196329.440000 sec): 3 clusters
  Score: Raw -989829.846296 + Penalty 3035.259874 = -986794.586421
  nChanged 112
		SP:Iteration 21Q (196329.650000 sec): 3 clusters
  Score: Raw -989865.649239 + Penalty 3035.259874 = -986830.389365
  nChanged 111
		SP:Iteration 22Q (196329.860000 sec): 3 clusters
  Score: Raw -989898.299443 + Penalty 3035.259874 = -986863.039569
  nChanged 85
		SP:Iteration 23Q (196330.070000 sec): 3 clusters
  Score: Raw -989923.192357 + Penalty 3035.259874 = -986887.932483
  nChanged 70
		SP:Iteration 24Q (196330.280000 sec): 3 clusters
  Score: Raw -989940.476288 + Penalty 3035.259874 = -986905.216414
  nChanged 68
		SP:Iteration 25Q (196330.490000 sec): 3 clusters
  Score: Raw -989958.141819 + Penalty 3035.259874 = -986922.881944
  nChanged 58
		SP:Iteration 26Q (196330.710000 sec): 3 clusters
  Score: Raw -989968.940198 + Penalty 3035.259874 = -986933.680323
  nChanged 38
		SP:Iteration 27Q (196330.910000 sec): 3 clusters
  Score: Raw -989975.392088 + Penalty 3035.259874 = -986940.132213
  nChanged 40
		SP:Iteration 28Q (196331.130000 sec): 3 clusters
  Score: Raw -989982.682236 + Penalty 3035.259874 = -986947.422362
  nChanged 31
		SP:Iteration 29Q (196331.330000 sec): 3 clusters
  Score: Raw -989988.453442 + Penalty 3035.259874 = -986953.193567
  nChanged 26
		SP:Iteration 30Q (196331.550000 sec): 3 clusters
  Score: Raw -989993.931404 + Penalty 3035.259874 = -986958.671530
  nChanged 24
		SP:Iteration 31Q (196331.750000 sec): 3 clusters
  Score: Raw -989997.166289 + Penalty 3035.259874 = -986961.906415
  nChanged 23
		SP:Iteration 32Q (196331.970000 sec): 3 clusters
  Score: Raw -990000.179740 + Penalty 3035.259874 = -986964.919865
  nChanged 13
		SP:Iteration 33Q (196332.170000 sec): 3 clusters
  Score: Raw -990001.962987 + Penalty 3035.259874 = -986966.703113
  nChanged 14
		SP:Iteration 34Q (196332.390000 sec): 3 clusters
  Score: Raw -990004.353737 + Penalty 3035.259874 = -986969.093863
  nChanged 24
		SP:Iteration 35Q (196332.600000 sec): 3 clusters
  Score: Raw -990008.867365 + Penalty 3035.259874 = -986973.607491
  nChanged 32
		SP:Iteration 36Q (196332.810000 sec): 3 clusters
  Score: Raw -990014.908468 + Penalty 3035.259874 = -986979.648593
  nChanged 28
		SP:Iteration 37Q (196333.020000 sec): 3 clusters
  Score: Raw -990019.300085 + Penalty 3035.259874 = -986984.040211
  nChanged 25
		SP:Iteration 38Q (196333.230000 sec): 3 clusters
  Score: Raw -990022.486192 + Penalty 3035.259874 = -986987.226318
  nChanged 19
		SP:Iteration 39Q (196333.440000 sec): 3 clusters
  Score: Raw -990024.933395 + Penalty 3035.259874 = -986989.673520
  nChanged 16
		SP:Iteration 40F (196333.650000 sec): 3 clusters
  Score: Raw -990027.871499 + Penalty 3035.259874 = -986992.611625
  nChanged 18
		SP:Iteration 41Q (196333.860000 sec): 3 clusters
  Score: Raw -990031.179705 + Penalty 3035.259874 = -986995.919830
  nChanged 20
		SP:Iteration 42Q (196334.080000 sec): 3 clusters
  Score: Raw -990036.210344 + Penalty 3035.259874 = -987000.950469
  nChanged 33
		SP:Iteration 43Q (196334.290000 sec): 3 clusters
  Score: Raw -990045.214211 + Penalty 3035.259874 = -987009.954337
  nChanged 53
		SP:Iteration 44Q (196334.490000 sec): 3 clusters
  Score: Raw -990057.675827 + Penalty 3035.259874 = -987022.415953
  nChanged 65
		SP:Iteration 45Q (196334.700000 sec): 3 clusters
  Score: Raw -990071.438986 + Penalty 3035.259874 = -987036.179112
  nChanged 49
		SP:Iteration 46Q (196334.910000 sec): 3 clusters
  Score: Raw -990080.635077 + Penalty 3035.259874 = -987045.375203
  nChanged 39
		SP:Iteration 47Q (196335.120000 sec): 3 clusters
  Score: Raw -990090.042533 + Penalty 3035.259874 = -987054.782658
  nChanged 37
		SP:Iteration 48Q (196335.330000 sec): 3 clusters
  Score: Raw -990098.388423 + Penalty 3035.259874 = -987063.128548
  nChanged 25
		SP:Iteration 49Q (196335.540000 sec): 3 clusters
  Score: Raw -990101.731194 + Penalty 3035.259874 = -987066.471320
  nChanged 19
		SP:Iteration 50Q (196335.750000 sec): 3 clusters
  Score: Raw -990104.835443 + Penalty 3035.259874 = -987069.575568
  nChanged 18
		SP:Iteration 51Q (196335.960000 sec): 3 clusters
  Score: Raw -990107.811166 + Penalty 3035.259874 = -987072.551291
  nChanged 23
		SP:Iteration 52Q (196336.170000 sec): 3 clusters
  Score: Raw -990111.191989 + Penalty 3035.259874 = -987075.932114
  nChanged 15
		SP:Iteration 53Q (196336.380000 sec): 3 clusters
  Score: Raw -990114.774882 + Penalty 3035.259874 = -987079.515008
  nChanged 29
		SP:Iteration 54Q (196336.600000 sec): 3 clusters
  Score: Raw -990120.189029 + Penalty 3035.259874 = -987084.929154
  nChanged 22
		SP:Iteration 55Q (196336.800000 sec): 3 clusters
  Score: Raw -990123.144770 + Penalty 3035.259874 = -987087.884896
  nChanged 21
		SP:Iteration 56Q (196337.020000 sec): 3 clusters
  Score: Raw -990125.891622 + Penalty 3035.259874 = -987090.631747
  nChanged 15
		SP:Iteration 57Q (196337.230000 sec): 3 clusters
  Score: Raw -990128.360938 + Penalty 3035.259874 = -987093.101064
  nChanged 25
		SP:Iteration 58Q (196337.440000 sec): 3 clusters
  Score: Raw -990132.180049 + Penalty 3035.259874 = -987096.920174
  nChanged 26
		SP:Iteration 59Q (196337.650000 sec): 3 clusters
  Score: Raw -990136.273068 + Penalty 3035.259874 = -987101.013194
  nChanged 27
		SP:Iteration 60F (196337.860000 sec): 3 clusters
  Score: Raw -990140.413122 + Penalty 3035.259874 = -987105.153247
  nChanged 19
		SP:Iteration 61Q (196338.070000 sec): 3 clusters
  Score: Raw -990143.116782 + Penalty 3035.259874 = -987107.856908
  nChanged 18
		SP:Iteration 62Q (196338.280000 sec): 3 clusters
  Score: Raw -990146.016285 + Penalty 3035.259874 = -987110.756410
  nChanged 20
		SP:Iteration 63Q (196338.490000 sec): 3 clusters
  Score: Raw -990149.357020 + Penalty 3035.259874 = -987114.097146
  nChanged 20
		SP:Iteration 64Q (196338.700000 sec): 3 clusters
  Score: Raw -990152.914090 + Penalty 3035.259874 = -987117.654216
  nChanged 27
		SP:Iteration 65Q (196338.910000 sec): 3 clusters
  Score: Raw -990158.105718 + Penalty 3035.259874 = -987122.845843
  nChanged 33
		SP:Iteration 66Q (196339.120000 sec): 3 clusters
  Score: Raw -990165.460511 + Penalty 3035.259874 = -987130.200637
  nChanged 50
		SP:Iteration 67Q (196339.330000 sec): 3 clusters
  Score: Raw -990180.331009 + Penalty 3035.259874 = -987145.071135
  nChanged 60
		SP:Iteration 68Q (196339.540000 sec): 3 clusters
  Score: Raw -990200.905464 + Penalty 3035.259874 = -987165.645590
  nChanged 68
		SP:Iteration 69Q (196339.760000 sec): 3 clusters
  Score: Raw -990223.460883 + Penalty 3035.259874 = -987188.201009
  nChanged 67
		SP:Iteration 70Q (196339.960000 sec): 3 clusters
  Score: Raw -990247.720527 + Penalty 3035.259874 = -987212.460652
  nChanged 65
		SP:Iteration 71Q (196340.180000 sec): 3 clusters
  Score: Raw -990269.899647 + Penalty 3035.259874 = -987234.639773
  nChanged 58
		SP:Iteration 72Q (196340.380000 sec): 3 clusters
  Score: Raw -990289.593693 + Penalty 3035.259874 = -987254.333819
  nChanged 63
		SP:Iteration 73Q (196340.600000 sec): 3 clusters
  Score: Raw -990311.508672 + Penalty 3035.259874 = -987276.248797
  nChanged 64
		SP:Iteration 74Q (196340.800000 sec): 3 clusters
  Score: Raw -990338.812647 + Penalty 3035.259874 = -987303.552772
  nChanged 79
		SP:Iteration 75Q (196341.020000 sec): 3 clusters
  Score: Raw -990379.158763 + Penalty 3035.259874 = -987343.898889
  nChanged 101
		SP:Iteration 76Q (196341.230000 sec): 3 clusters
  Score: Raw -990455.476255 + Penalty 3035.259874 = -987420.216380
  nChanged 123
		SP:Iteration 77Q (196341.440000 sec): 3 clusters
  Score: Raw -990548.293584 + Penalty 3035.259874 = -987513.033710
  nChanged 119
		SP:Iteration 78Q (196341.650000 sec): 3 clusters
  Score: Raw -990623.628576 + Penalty 3035.259874 = -987588.368702
  nChanged 99
		SP:Iteration 79Q (196341.860000 sec): 3 clusters
  Score: Raw -990675.368606 + Penalty 3035.259874 = -987640.108732
  nChanged 77
		SP:Iteration 80F (196342.060000 sec): 3 clusters
  Score: Raw -990707.200778 + Penalty 3035.259874 = -987671.940904
  nChanged 64
		SP:Iteration 81Q (196342.280000 sec): 3 clusters
  Score: Raw -990733.262814 + Penalty 3035.259874 = -987698.002939
  nChanged 55
		SP:Iteration 82Q (196342.480000 sec): 3 clusters
  Score: Raw -990750.335162 + Penalty 3035.259874 = -987715.075287
  nChanged 42
		SP:Iteration 83Q (196342.700000 sec): 3 clusters
  Score: Raw -990761.298141 + Penalty 3035.259874 = -987726.038267
  nChanged 22
		SP:Iteration 84Q (196342.910000 sec): 3 clusters
  Score: Raw -990766.463328 + Penalty 3035.259874 = -987731.203454
  nChanged 25
		SP:Iteration 85Q (196343.120000 sec): 3 clusters
  Score: Raw -990771.893264 + Penalty 3035.259874 = -987736.633390
  nChanged 25
		SP:Iteration 86Q (196343.320000 sec): 3 clusters
  Score: Raw -990776.590665 + Penalty 3035.259874 = -987741.330790
  nChanged 19
		SP:Iteration 87Q (196343.560000 sec): 3 clusters
  Score: Raw -990779.793111 + Penalty 3035.259874 = -987744.533237
  nChanged 12
		SP:Iteration 88Q (196343.810000 sec): 3 clusters
  Score: Raw -990781.298239 + Penalty 3035.259874 = -987746.038364
  nChanged 5
		SP:Iteration 89Q (196344.020000 sec): 3 clusters
  Score: Raw -990781.882694 + Penalty 3035.259874 = -987746.622820
  nChanged 3
		SP:Iteration 90Q (196344.230000 sec): 3 clusters
  Score: Raw -990782.242805 + Penalty 3035.259874 = -987746.982931
  nChanged 4
		SP:Iteration 91Q (196344.440000 sec): 3 clusters
  Score: Raw -990782.657413 + Penalty 3035.259874 = -987747.397539
  nChanged 1
		SP:Iteration 92Q (196344.650000 sec): 3 clusters
  Score: Raw -990782.812212 + Penalty 3035.259874 = -987747.552338
  nChanged 1
		SP:Iteration 93Q (196344.860000 sec): 3 clusters
  Score: Raw -990783.226687 + Penalty 3035.259874 = -987747.966813
  nChanged 1
		SP:Iteration 94Q (196345.070000 sec): 3 clusters
  Score: Raw -990783.255516 + Penalty 3035.259874 = -987747.995641
  nChanged 0
		SP:Iteration 95F (196345.320000 sec): 3 clusters
  Score: Raw -990783.255516 + Penalty 3035.259874 = -987747.995641
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 20 (3340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196345.430000 sec): 2 clusters
  Score: Raw -270726.790513 + Penalty 1318.480489 = -269408.310024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196345.610000 sec): 3 clusters
  Score: Raw -269143.977097 + Penalty 2636.960978 = -266507.016119
  nChanged 1297
		SP:Iteration 1F (196345.780000 sec): 3 clusters
  Score: Raw -270099.378425 + Penalty 2636.960978 = -267462.417447
  nChanged 366
		SP:Iteration 2F (196345.960000 sec): 3 clusters
  Score: Raw -270455.620038 + Penalty 2636.960978 = -267818.659060
  nChanged 257
		SP:Iteration 3F (196346.140000 sec): 3 clusters
  Score: Raw -270698.916828 + Penalty 2636.960978 = -268061.955850
  nChanged 178
		SP:Iteration 4F (196346.310000 sec): 3 clusters
  Score: Raw -270873.651808 + Penalty 2636.960978 = -268236.690830
  nChanged 160
		SP:Iteration 5Q (196346.490000 sec): 3 clusters
  Score: Raw -271016.104871 + Penalty 2636.960978 = -268379.143893
  nChanged 121
		SP:Iteration 6Q (196346.660000 sec): 3 clusters
  Score: Raw -271101.362061 + Penalty 2636.960978 = -268464.401083
  nChanged 99
		SP:Iteration 7Q (196346.840000 sec): 3 clusters
  Score: Raw -271169.993000 + Penalty 2636.960978 = -268533.032022
  nChanged 71
		SP:Iteration 8Q (196347.020000 sec): 3 clusters
  Score: Raw -271210.194328 + Penalty 2636.960978 = -268573.233350
  nChanged 51
		SP:Iteration 9Q (196347.190000 sec): 3 clusters
  Score: Raw -271243.109508 + Penalty 2636.960978 = -268606.148530
  nChanged 37
		SP:Iteration 10Q (196347.370000 sec): 3 clusters
  Score: Raw -271264.617966 + Penalty 2636.960978 = -268627.656988
  nChanged 32
		SP:Iteration 11Q (196347.540000 sec): 3 clusters
  Score: Raw -271282.492763 + Penalty 2636.960978 = -268645.531785
  nChanged 34
		SP:Iteration 12Q (196347.720000 sec): 3 clusters
  Score: Raw -271302.296646 + Penalty 2636.960978 = -268665.335668
  nChanged 35
		SP:Iteration 13Q (196347.900000 sec): 3 clusters
  Score: Raw -271318.549824 + Penalty 2636.960978 = -268681.588846
  nChanged 33
		SP:Iteration 14Q (196348.070000 sec): 3 clusters
  Score: Raw -271334.369145 + Penalty 2636.960978 = -268697.408168
  nChanged 29
		SP:Iteration 15Q (196348.250000 sec): 3 clusters
  Score: Raw -271349.530261 + Penalty 2636.960978 = -268712.569283
  nChanged 25
		SP:Iteration 16Q (196348.420000 sec): 3 clusters
  Score: Raw -271361.682700 + Penalty 2636.960978 = -268724.721722
  nChanged 15
		SP:Iteration 17Q (196348.600000 sec): 3 clusters
  Score: Raw -271367.125156 + Penalty 2636.960978 = -268730.164179
  nChanged 16
		SP:Iteration 18Q (196348.780000 sec): 3 clusters
  Score: Raw -271372.901510 + Penalty 2636.960978 = -268735.940532
  nChanged 14
		SP:Iteration 19Q (196348.950000 sec): 3 clusters
  Score: Raw -271379.115505 + Penalty 2636.960978 = -268742.154527
  nChanged 13
		SP:Iteration 20F (196349.130000 sec): 3 clusters
  Score: Raw -271386.487246 + Penalty 2636.960978 = -268749.526268
  nChanged 18
		SP:Iteration 21Q (196349.300000 sec): 3 clusters
  Score: Raw -271395.609154 + Penalty 2636.960978 = -268758.648176
  nChanged 12
		SP:Iteration 22Q (196349.480000 sec): 3 clusters
  Score: Raw -271400.335069 + Penalty 2636.960978 = -268763.374091
  nChanged 15
		SP:Iteration 23Q (196349.650000 sec): 3 clusters
  Score: Raw -271407.304519 + Penalty 2636.960978 = -268770.343541
  nChanged 8
		SP:Iteration 24Q (196349.830000 sec): 3 clusters
  Score: Raw -271408.699166 + Penalty 2636.960978 = -268771.738188
  nChanged 2
		SP:Iteration 25Q (196350.000000 sec): 3 clusters
  Score: Raw -271409.202684 + Penalty 2636.960978 = -268772.241706
  nChanged 1
		SP:Iteration 26Q (196350.180000 sec): 3 clusters
  Score: Raw -271409.628040 + Penalty 2636.960978 = -268772.667062
  nChanged 2
		SP:Iteration 27Q (196350.360000 sec): 3 clusters
  Score: Raw -271410.410295 + Penalty 2636.960978 = -268773.449317
  nChanged 1
		SP:Iteration 28Q (196350.530000 sec): 3 clusters
  Score: Raw -271410.691665 + Penalty 2636.960978 = -268773.730687
  nChanged 0
		SP:Iteration 29F (196350.710000 sec): 3 clusters
  Score: Raw -271410.691665 + Penalty 2636.960978 = -268773.730687
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 21 (2079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196350.780000 sec): 2 clusters
  Score: Raw -194140.191613 + Penalty 1241.441872 = -192898.749742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196350.950000 sec): 3 clusters
  Score: Raw -193240.474998 + Penalty 2482.883744 = -190757.591254
  nChanged 748
		SP:Iteration 1F (196351.130000 sec): 3 clusters
  Score: Raw -193708.885802 + Penalty 2482.883744 = -191226.002058
  nChanged 205
		SP:Iteration 2F (196351.300000 sec): 3 clusters
  Score: Raw -193887.340433 + Penalty 2482.883744 = -191404.456689
  nChanged 144
		SP:Iteration 3F (196351.480000 sec): 3 clusters
  Score: Raw -194029.194541 + Penalty 2482.883744 = -191546.310797
  nChanged 110
		SP:Iteration 4F (196351.660000 sec): 3 clusters
  Score: Raw -194107.903467 + Penalty 2482.883744 = -191625.019724
  nChanged 70
		SP:Iteration 5Q (196351.830000 sec): 3 clusters
  Score: Raw -194154.307573 + Penalty 2482.883744 = -191671.423829
  nChanged 45
		SP:Iteration 6Q (196352.010000 sec): 3 clusters
  Score: Raw -194183.387905 + Penalty 2482.883744 = -191700.504161
  nChanged 44
		SP:Iteration 7Q (196352.180000 sec): 3 clusters
  Score: Raw -194208.302082 + Penalty 2482.883744 = -191725.418338
  nChanged 27
		SP:Iteration 8Q (196352.400000 sec): 3 clusters
  Score: Raw -194220.819955 + Penalty 2482.883744 = -191737.936211
  nChanged 7
		SP:Iteration 9Q (196352.570000 sec): 3 clusters
  Score: Raw -194222.479065 + Penalty 2482.883744 = -191739.595321
  nChanged 2
		SP:Iteration 10Q (196352.730000 sec): 3 clusters
  Score: Raw -194224.364590 + Penalty 2482.883744 = -191741.480846
  nChanged 7
		SP:Iteration 11Q (196352.890000 sec): 3 clusters
  Score: Raw -194228.310329 + Penalty 2482.883744 = -191745.426585
  nChanged 6
		SP:Iteration 12Q (196353.050000 sec): 3 clusters
  Score: Raw -194230.544326 + Penalty 2482.883744 = -191747.660582
  nChanged 7
		SP:Iteration 13Q (196353.210000 sec): 3 clusters
  Score: Raw -194234.838239 + Penalty 2482.883744 = -191751.954496
  nChanged 7
		SP:Iteration 14Q (196353.360000 sec): 3 clusters
  Score: Raw -194237.803965 + Penalty 2482.883744 = -191754.920221
  nChanged 4
		SP:Iteration 15Q (196353.510000 sec): 3 clusters
  Score: Raw -194239.961444 + Penalty 2482.883744 = -191757.077700
  nChanged 7
		SP:Iteration 16Q (196353.660000 sec): 3 clusters
  Score: Raw -194243.861605 + Penalty 2482.883744 = -191760.977861
  nChanged 6
		SP:Iteration 17Q (196353.820000 sec): 3 clusters
  Score: Raw -194247.002190 + Penalty 2482.883744 = -191764.118447
  nChanged 6
		SP:Iteration 18Q (196353.990000 sec): 3 clusters
  Score: Raw -194250.115497 + Penalty 2482.883744 = -191767.231753
  nChanged 3
		SP:Iteration 19Q (196354.150000 sec): 3 clusters
  Score: Raw -194251.400496 + Penalty 2482.883744 = -191768.516753
  nChanged 3
		SP:Iteration 20F (196354.310000 sec): 3 clusters
  Score: Raw -194252.202582 + Penalty 2482.883744 = -191769.318838
  nChanged 1
		SP:Iteration 21Q (196354.470000 sec): 3 clusters
  Score: Raw -194252.861131 + Penalty 2482.883744 = -191769.977387
  nChanged 4
		SP:Iteration 22Q (196354.630000 sec): 3 clusters
  Score: Raw -194254.241250 + Penalty 2482.883744 = -191771.357507
  nChanged 4
		SP:Iteration 23Q (196354.800000 sec): 3 clusters
  Score: Raw -194256.775880 + Penalty 2482.883744 = -191773.892137
  nChanged 1
		SP:Iteration 24Q (196354.960000 sec): 3 clusters
  Score: Raw -194257.476342 + Penalty 2482.883744 = -191774.592598
  nChanged 2
		SP:Iteration 25Q (196355.120000 sec): 3 clusters
  Score: Raw -194257.830185 + Penalty 2482.883744 = -191774.946441
  nChanged 0
		SP:Iteration 26F (196355.280000 sec): 3 clusters
  Score: Raw -194257.830185 + Penalty 2482.883744 = -191774.946441
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 22 (4824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196355.360000 sec): 2 clusters
  Score: Raw -376658.800232 + Penalty 1378.220795 = -375280.579437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196355.520000 sec): 3 clusters
  Score: Raw -374187.041770 + Penalty 2756.441590 = -371430.600180
  nChanged 1913
		SP:Iteration 1F (196355.690000 sec): 3 clusters
  Score: Raw -375444.662963 + Penalty 2756.441590 = -372688.221373
  nChanged 472
		SP:Iteration 2F (196355.870000 sec): 3 clusters
  Score: Raw -375819.153755 + Penalty 2756.441590 = -373062.712165
  nChanged 378
		SP:Iteration 3F (196356.040000 sec): 3 clusters
  Score: Raw -376081.545760 + Penalty 2756.441590 = -373325.104170
  nChanged 279
		SP:Iteration 4F (196356.220000 sec): 3 clusters
  Score: Raw -376240.608803 + Penalty 2756.441590 = -373484.167213
  nChanged 186
		SP:Iteration 5Q (196356.390000 sec): 3 clusters
  Score: Raw -376345.519782 + Penalty 2756.441590 = -373589.078192
  nChanged 154
		SP:Iteration 6Q (196356.570000 sec): 3 clusters
  Score: Raw -376447.762356 + Penalty 2756.441590 = -373691.320766
  nChanged 115
		SP:Iteration 7Q (196356.740000 sec): 3 clusters
  Score: Raw -376514.244182 + Penalty 2756.441590 = -373757.802592
  nChanged 96
		SP:Iteration 8Q (196356.900000 sec): 3 clusters
  Score: Raw -376569.291481 + Penalty 2756.441590 = -373812.849891
  nChanged 96
		SP:Iteration 9Q (196357.060000 sec): 3 clusters
  Score: Raw -376613.184206 + Penalty 2756.441590 = -373856.742616
  nChanged 82
		SP:Iteration 10Q (196357.230000 sec): 3 clusters
  Score: Raw -376650.091703 + Penalty 2756.441590 = -373893.650113
  nChanged 62
		SP:Iteration 11Q (196357.390000 sec): 3 clusters
  Score: Raw -376674.488693 + Penalty 2756.441590 = -373918.047103
  nChanged 48
		SP:Iteration 12Q (196357.560000 sec): 3 clusters
  Score: Raw -376692.532178 + Penalty 2756.441590 = -373936.090588
  nChanged 55
		SP:Iteration 13Q (196357.720000 sec): 3 clusters
  Score: Raw -376717.090111 + Penalty 2756.441590 = -373960.648521
  nChanged 64
		SP:Iteration 14Q (196357.880000 sec): 3 clusters
  Score: Raw -376747.372395 + Penalty 2756.441590 = -373990.930805
  nChanged 58
		SP:Iteration 15Q (196358.050000 sec): 3 clusters
  Score: Raw -376773.407767 + Penalty 2756.441590 = -374016.966177
  nChanged 69
		SP:Iteration 16Q (196358.220000 sec): 3 clusters
  Score: Raw -376800.856312 + Penalty 2756.441590 = -374044.414722
  nChanged 56
		SP:Iteration 17Q (196358.400000 sec): 3 clusters
  Score: Raw -376818.367272 + Penalty 2756.441590 = -374061.925682
  nChanged 45
		SP:Iteration 18Q (196358.580000 sec): 3 clusters
  Score: Raw -376833.941611 + Penalty 2756.441590 = -374077.500021
  nChanged 49
		SP:Iteration 19Q (196358.750000 sec): 3 clusters
  Score: Raw -376850.973722 + Penalty 2756.441590 = -374094.532132
  nChanged 50
		SP:Iteration 20F (196358.930000 sec): 3 clusters
  Score: Raw -376869.761727 + Penalty 2756.441590 = -374113.320137
  nChanged 42
		SP:Iteration 21Q (196359.100000 sec): 3 clusters
  Score: Raw -376885.053930 + Penalty 2756.441590 = -374128.612340
  nChanged 39
		SP:Iteration 22Q (196359.280000 sec): 3 clusters
  Score: Raw -376900.366830 + Penalty 2756.441590 = -374143.925240
  nChanged 39
		SP:Iteration 23Q (196359.520000 sec): 3 clusters
  Score: Raw -376911.787318 + Penalty 2756.441590 = -374155.345728
  nChanged 34
		SP:Iteration 24Q (196359.610000 sec): 3 clusters
  Score: Raw -376923.937157 + Penalty 2756.441590 = -374167.495567
  nChanged 37
		SP:Iteration 25Q (196359.700000 sec): 3 clusters
  Score: Raw -376935.176618 + Penalty 2756.441590 = -374178.735028
  nChanged 37
		SP:Iteration 26Q (196359.780000 sec): 3 clusters
  Score: Raw -376944.879450 + Penalty 2756.441590 = -374188.437860
  nChanged 33
		SP:Iteration 27Q (196359.870000 sec): 3 clusters
  Score: Raw -376955.298264 + Penalty 2756.441590 = -374198.856674
  nChanged 29
		SP:Iteration 28Q (196359.960000 sec): 3 clusters
  Score: Raw -376964.065363 + Penalty 2756.441590 = -374207.623773
  nChanged 26
		SP:Iteration 29Q (196360.040000 sec): 3 clusters
  Score: Raw -376972.741403 + Penalty 2756.441590 = -374216.299813
  nChanged 30
		SP:Iteration 30Q (196360.200000 sec): 3 clusters
  Score: Raw -376985.455334 + Penalty 2756.441590 = -374229.013744
  nChanged 40
		SP:Iteration 31Q (196360.360000 sec): 3 clusters
  Score: Raw -377002.681524 + Penalty 2756.441590 = -374246.239934
  nChanged 41
		SP:Iteration 32Q (196360.550000 sec): 3 clusters
  Score: Raw -377021.600002 + Penalty 2756.441590 = -374265.158412
  nChanged 48
		SP:Iteration 33Q (196360.720000 sec): 3 clusters
  Score: Raw -377043.286579 + Penalty 2756.441590 = -374286.844989
  nChanged 44
		SP:Iteration 34Q (196360.900000 sec): 3 clusters
  Score: Raw -377064.931082 + Penalty 2756.441590 = -374308.489492
  nChanged 48
		SP:Iteration 35Q (196361.080000 sec): 3 clusters
  Score: Raw -377094.167696 + Penalty 2756.441590 = -374337.726106
  nChanged 67
		SP:Iteration 36Q (196361.250000 sec): 3 clusters
  Score: Raw -377143.766230 + Penalty 2756.441590 = -374387.324640
  nChanged 84
		SP:Iteration 37Q (196361.430000 sec): 3 clusters
  Score: Raw -377206.866343 + Penalty 2756.441590 = -374450.424753
  nChanged 95
		SP:Iteration 38Q (196361.600000 sec): 3 clusters
  Score: Raw -377288.129181 + Penalty 2756.441590 = -374531.687591
  nChanged 97
		SP:Iteration 39Q (196361.780000 sec): 3 clusters
  Score: Raw -377369.237528 + Penalty 2756.441590 = -374612.795938
  nChanged 90
		SP:Iteration 40F (196361.960000 sec): 3 clusters
  Score: Raw -377432.670478 + Penalty 2756.441590 = -374676.228888
  nChanged 81
		SP:Iteration 41Q (196362.130000 sec): 3 clusters
  Score: Raw -377486.989312 + Penalty 2756.441590 = -374730.547722
  nChanged 64
		SP:Iteration 42Q (196362.310000 sec): 3 clusters
  Score: Raw -377521.413518 + Penalty 2756.441590 = -374764.971928
  nChanged 51
		SP:Iteration 43Q (196362.480000 sec): 3 clusters
  Score: Raw -377547.162995 + Penalty 2756.441590 = -374790.721405
  nChanged 44
		SP:Iteration 44Q (196362.660000 sec): 3 clusters
  Score: Raw -377564.346900 + Penalty 2756.441590 = -374807.905310
  nChanged 31
		SP:Iteration 45Q (196362.840000 sec): 3 clusters
  Score: Raw -377575.665744 + Penalty 2756.441590 = -374819.224154
  nChanged 33
		SP:Iteration 46Q (196363.010000 sec): 3 clusters
  Score: Raw -377586.452987 + Penalty 2756.441590 = -374830.011397
  nChanged 21
		SP:Iteration 47Q (196363.190000 sec): 3 clusters
  Score: Raw -377593.548892 + Penalty 2756.441590 = -374837.107302
  nChanged 26
		SP:Iteration 48Q (196363.360000 sec): 3 clusters
  Score: Raw -377600.845440 + Penalty 2756.441590 = -374844.403850
  nChanged 20
		SP:Iteration 49Q (196363.540000 sec): 3 clusters
  Score: Raw -377605.885307 + Penalty 2756.441590 = -374849.443717
  nChanged 14
		SP:Iteration 50Q (196363.720000 sec): 3 clusters
  Score: Raw -377609.000355 + Penalty 2756.441590 = -374852.558765
  nChanged 8
		SP:Iteration 51Q (196363.890000 sec): 3 clusters
  Score: Raw -377610.744189 + Penalty 2756.441590 = -374854.302599
  nChanged 6
		SP:Iteration 52Q (196364.070000 sec): 3 clusters
  Score: Raw -377612.224813 + Penalty 2756.441590 = -374855.783224
  nChanged 9
		SP:Iteration 53Q (196364.240000 sec): 3 clusters
  Score: Raw -377614.234978 + Penalty 2756.441590 = -374857.793388
  nChanged 9
		SP:Iteration 54Q (196364.420000 sec): 3 clusters
  Score: Raw -377616.641980 + Penalty 2756.441590 = -374860.200390
  nChanged 6
		SP:Iteration 55Q (196364.600000 sec): 3 clusters
  Score: Raw -377618.174737 + Penalty 2756.441590 = -374861.733147
  nChanged 4
		SP:Iteration 56Q (196364.770000 sec): 3 clusters
  Score: Raw -377619.366494 + Penalty 2756.441590 = -374862.924904
  nChanged 5
		SP:Iteration 57Q (196364.950000 sec): 3 clusters
  Score: Raw -377620.803996 + Penalty 2756.441590 = -374864.362406
  nChanged 3
		SP:Iteration 58Q (196365.110000 sec): 3 clusters
  Score: Raw -377621.777136 + Penalty 2756.441590 = -374865.335546
  nChanged 5
		SP:Iteration 59Q (196365.280000 sec): 3 clusters
  Score: Raw -377622.429735 + Penalty 2756.441590 = -374865.988145
  nChanged 2
		SP:Iteration 60F (196365.440000 sec): 3 clusters
  Score: Raw -377622.816590 + Penalty 2756.441590 = -374866.375000
  nChanged 3
		SP:Iteration 61Q (196365.610000 sec): 3 clusters
  Score: Raw -377623.280481 + Penalty 2756.441590 = -374866.838891
  nChanged 1
		SP:Iteration 62Q (196365.760000 sec): 3 clusters
  Score: Raw -377623.375948 + Penalty 2756.441590 = -374866.934358
  nChanged 0
		SP:Iteration 63F (196365.930000 sec): 3 clusters
  Score: Raw -377623.375948 + Penalty 2756.441590 = -374866.934358
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 23 (2846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196366.030000 sec): 2 clusters
  Score: Raw -235043.793867 + Penalty 1292.471339 = -233751.322528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196366.190000 sec): 3 clusters
  Score: Raw -233698.623135 + Penalty 2584.942678 = -231113.680457
  nChanged 1084
		SP:Iteration 1F (196366.350000 sec): 3 clusters
  Score: Raw -234450.574516 + Penalty 2584.942678 = -231865.631838
  nChanged 261
		SP:Iteration 2F (196366.530000 sec): 3 clusters
  Score: Raw -234669.932645 + Penalty 2584.942678 = -232084.989967
  nChanged 208
		SP:Iteration 3F (196366.700000 sec): 3 clusters
  Score: Raw -234874.463728 + Penalty 2584.942678 = -232289.521050
  nChanged 160
		SP:Iteration 4F (196366.870000 sec): 3 clusters
  Score: Raw -235014.168184 + Penalty 2584.942678 = -232429.225506
  nChanged 139
		SP:Iteration 5Q (196367.050000 sec): 3 clusters
  Score: Raw -235136.734231 + Penalty 2584.942678 = -232551.791553
  nChanged 114
		SP:Iteration 6Q (196367.230000 sec): 3 clusters
  Score: Raw -235236.836779 + Penalty 2584.942678 = -232651.894101
  nChanged 107
		SP:Iteration 7Q (196367.400000 sec): 3 clusters
  Score: Raw -235322.643524 + Penalty 2584.942678 = -232737.700846
  nChanged 78
		SP:Iteration 8Q (196367.580000 sec): 3 clusters
  Score: Raw -235384.894038 + Penalty 2584.942678 = -232799.951360
  nChanged 74
		SP:Iteration 9Q (196367.750000 sec): 3 clusters
  Score: Raw -235446.001954 + Penalty 2584.942678 = -232861.059276
  nChanged 74
		SP:Iteration 10Q (196367.930000 sec): 3 clusters
  Score: Raw -235503.299423 + Penalty 2584.942678 = -232918.356745
  nChanged 72
		SP:Iteration 11Q (196368.110000 sec): 3 clusters
  Score: Raw -235565.385160 + Penalty 2584.942678 = -232980.442482
  nChanged 74
		SP:Iteration 12Q (196368.280000 sec): 3 clusters
  Score: Raw -235626.864124 + Penalty 2584.942678 = -233041.921446
  nChanged 68
		SP:Iteration 13Q (196368.460000 sec): 3 clusters
  Score: Raw -235681.462927 + Penalty 2584.942678 = -233096.520249
  nChanged 62
		SP:Iteration 14Q (196368.630000 sec): 3 clusters
  Score: Raw -235743.331107 + Penalty 2584.942678 = -233158.388429
  nChanged 64
		SP:Iteration 15Q (196368.810000 sec): 3 clusters
  Score: Raw -235802.097950 + Penalty 2584.942678 = -233217.155272
  nChanged 43
		SP:Iteration 16Q (196368.990000 sec): 3 clusters
  Score: Raw -235839.027372 + Penalty 2584.942678 = -233254.084694
  nChanged 36
		SP:Iteration 17Q (196369.160000 sec): 3 clusters
  Score: Raw -235872.599099 + Penalty 2584.942678 = -233287.656421
  nChanged 42
		SP:Iteration 18Q (196369.340000 sec): 3 clusters
  Score: Raw -235900.238517 + Penalty 2584.942678 = -233315.295839
  nChanged 29
		SP:Iteration 19Q (196369.510000 sec): 3 clusters
  Score: Raw -235919.060335 + Penalty 2584.942678 = -233334.117657
  nChanged 25
		SP:Iteration 20F (196369.690000 sec): 3 clusters
  Score: Raw -235939.432229 + Penalty 2584.942678 = -233354.489551
  nChanged 25
		SP:Iteration 21Q (196369.870000 sec): 3 clusters
  Score: Raw -235961.744343 + Penalty 2584.942678 = -233376.801665
  nChanged 27
		SP:Iteration 22Q (196370.040000 sec): 3 clusters
  Score: Raw -235977.354499 + Penalty 2584.942678 = -233392.411821
  nChanged 21
		SP:Iteration 23Q (196370.220000 sec): 3 clusters
  Score: Raw -235985.751823 + Penalty 2584.942678 = -233400.809145
  nChanged 7
		SP:Iteration 24Q (196370.390000 sec): 3 clusters
  Score: Raw -235988.010335 + Penalty 2584.942678 = -233403.067657
  nChanged 7
		SP:Iteration 25Q (196370.460000 sec): 3 clusters
  Score: Raw -235991.563354 + Penalty 2584.942678 = -233406.620676
  nChanged 6
		SP:Iteration 26Q (196370.520000 sec): 3 clusters
  Score: Raw -235994.643002 + Penalty 2584.942678 = -233409.700324
  nChanged 9
		SP:Iteration 27Q (196370.570000 sec): 3 clusters
  Score: Raw -235998.202793 + Penalty 2584.942678 = -233413.260114
  nChanged 5
		SP:Iteration 28Q (196370.630000 sec): 3 clusters
  Score: Raw -236000.455599 + Penalty 2584.942678 = -233415.512921
  nChanged 4
		SP:Iteration 29Q (196370.680000 sec): 3 clusters
  Score: Raw -236002.202115 + Penalty 2584.942678 = -233417.259437
  nChanged 2
		SP:Iteration 30Q (196370.730000 sec): 3 clusters
  Score: Raw -236004.338290 + Penalty 2584.942678 = -233419.395612
  nChanged 2
		SP:Iteration 31Q (196370.780000 sec): 3 clusters
  Score: Raw -236004.807364 + Penalty 2584.942678 = -233419.864686
  nChanged 0
		SP:Iteration 32F (196370.840000 sec): 3 clusters
  Score: Raw -236004.807364 + Penalty 2584.942678 = -233419.864686
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 24 (5023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196370.910000 sec): 2 clusters
  Score: Raw -410598.254891 + Penalty 1384.789680 = -409213.465212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196371.000000 sec): 3 clusters
  Score: Raw -407972.528972 + Penalty 2769.579359 = -405202.949612
  nChanged 2072
		SP:Iteration 1F (196371.100000 sec): 3 clusters
  Score: Raw -409203.364279 + Penalty 2769.579359 = -406433.784920
  nChanged 379
		SP:Iteration 2F (196371.190000 sec): 3 clusters
  Score: Raw -409450.566337 + Penalty 2769.579359 = -406680.986978
  nChanged 315
		SP:Iteration 3F (196371.280000 sec): 3 clusters
  Score: Raw -409672.155066 + Penalty 2769.579359 = -406902.575707
  nChanged 306
		SP:Iteration 4F (196371.380000 sec): 3 clusters
  Score: Raw -409886.426667 + Penalty 2769.579359 = -407116.847308
  nChanged 253
		SP:Iteration 5F (196371.470000 sec): 3 clusters
  Score: Raw -410027.780101 + Penalty 2769.579359 = -407258.200741
  nChanged 193
		SP:Iteration 6Q (196371.560000 sec): 3 clusters
  Score: Raw -410125.501797 + Penalty 2769.579359 = -407355.922438
  nChanged 142
		SP:Iteration 7Q (196371.660000 sec): 3 clusters
  Score: Raw -410196.183517 + Penalty 2769.579359 = -407426.604158
  nChanged 131
		SP:Iteration 8Q (196371.750000 sec): 3 clusters
  Score: Raw -410254.934591 + Penalty 2769.579359 = -407485.355232
  nChanged 105
		SP:Iteration 9Q (196371.840000 sec): 3 clusters
  Score: Raw -410302.727904 + Penalty 2769.579359 = -407533.148545
  nChanged 103
		SP:Iteration 10Q (196371.940000 sec): 3 clusters
  Score: Raw -410347.490027 + Penalty 2769.579359 = -407577.910667
  nChanged 98
		SP:Iteration 11Q (196372.030000 sec): 3 clusters
  Score: Raw -410394.799474 + Penalty 2769.579359 = -407625.220114
  nChanged 90
		SP:Iteration 12Q (196372.120000 sec): 3 clusters
  Score: Raw -410427.774394 + Penalty 2769.579359 = -407658.195035
  nChanged 80
		SP:Iteration 13Q (196372.210000 sec): 3 clusters
  Score: Raw -410460.822356 + Penalty 2769.579359 = -407691.242997
  nChanged 83
		SP:Iteration 14Q (196372.310000 sec): 3 clusters
  Score: Raw -410506.054607 + Penalty 2769.579359 = -407736.475248
  nChanged 92
		SP:Iteration 15Q (196372.400000 sec): 3 clusters
  Score: Raw -410558.255071 + Penalty 2769.579359 = -407788.675711
  nChanged 91
		SP:Iteration 16Q (196372.490000 sec): 3 clusters
  Score: Raw -410609.397430 + Penalty 2769.579359 = -407839.818071
  nChanged 89
		SP:Iteration 17Q (196372.580000 sec): 3 clusters
  Score: Raw -410656.613098 + Penalty 2769.579359 = -407887.033739
  nChanged 90
		SP:Iteration 18Q (196372.680000 sec): 3 clusters
  Score: Raw -410695.778122 + Penalty 2769.579359 = -407926.198763
  nChanged 82
		SP:Iteration 19Q (196372.770000 sec): 3 clusters
  Score: Raw -410729.840832 + Penalty 2769.579359 = -407960.261473
  nChanged 76
		SP:Iteration 20F (196372.860000 sec): 3 clusters
  Score: Raw -410758.999358 + Penalty 2769.579359 = -407989.419999
  nChanged 66
		SP:Iteration 21Q (196372.960000 sec): 3 clusters
  Score: Raw -410781.727957 + Penalty 2769.579359 = -408012.148598
  nChanged 61
		SP:Iteration 22Q (196373.050000 sec): 3 clusters
  Score: Raw -410806.029146 + Penalty 2769.579359 = -408036.449787
  nChanged 68
		SP:Iteration 23Q (196373.140000 sec): 3 clusters
  Score: Raw -410831.686089 + Penalty 2769.579359 = -408062.106730
  nChanged 56
		SP:Iteration 24Q (196373.240000 sec): 3 clusters
  Score: Raw -410854.257979 + Penalty 2769.579359 = -408084.678620
  nChanged 64
		SP:Iteration 25Q (196373.330000 sec): 3 clusters
  Score: Raw -410878.098505 + Penalty 2769.579359 = -408108.519146
  nChanged 65
		SP:Iteration 26Q (196373.420000 sec): 3 clusters
  Score: Raw -410904.242083 + Penalty 2769.579359 = -408134.662724
  nChanged 73
		SP:Iteration 27Q (196373.510000 sec): 3 clusters
  Score: Raw -410935.663396 + Penalty 2769.579359 = -408166.084036
  nChanged 75
		SP:Iteration 28Q (196373.600000 sec): 3 clusters
  Score: Raw -410968.280922 + Penalty 2769.579359 = -408198.701563
  nChanged 62
		SP:Iteration 29Q (196373.700000 sec): 3 clusters
  Score: Raw -410991.486963 + Penalty 2769.579359 = -408221.907604
  nChanged 66
		SP:Iteration 30Q (196373.790000 sec): 3 clusters
  Score: Raw -411027.981565 + Penalty 2769.579359 = -408258.402206
  nChanged 78
		SP:Iteration 31Q (196373.880000 sec): 3 clusters
  Score: Raw -411076.101352 + Penalty 2769.579359 = -408306.521993
  nChanged 92
		SP:Iteration 32Q (196373.980000 sec): 3 clusters
  Score: Raw -411126.610210 + Penalty 2769.579359 = -408357.030851
  nChanged 89
		SP:Iteration 33Q (196374.170000 sec): 3 clusters
  Score: Raw -411167.696531 + Penalty 2769.579359 = -408398.117172
  nChanged 63
		SP:Iteration 34Q (196374.350000 sec): 3 clusters
  Score: Raw -411195.230288 + Penalty 2769.579359 = -408425.650928
  nChanged 58
		SP:Iteration 35Q (196374.520000 sec): 3 clusters
  Score: Raw -411215.567354 + Penalty 2769.579359 = -408445.987995
  nChanged 43
		SP:Iteration 36Q (196374.700000 sec): 3 clusters
  Score: Raw -411231.702098 + Penalty 2769.579359 = -408462.122739
  nChanged 32
		SP:Iteration 37Q (196374.870000 sec): 3 clusters
  Score: Raw -411239.433068 + Penalty 2769.579359 = -408469.853709
  nChanged 23
		SP:Iteration 38Q (196375.050000 sec): 3 clusters
  Score: Raw -411244.462210 + Penalty 2769.579359 = -408474.882851
  nChanged 16
		SP:Iteration 39Q (196375.200000 sec): 3 clusters
  Score: Raw -411246.768299 + Penalty 2769.579359 = -408477.188940
  nChanged 6
		SP:Iteration 40F (196375.290000 sec): 3 clusters
  Score: Raw -411248.267866 + Penalty 2769.579359 = -408478.688506
  nChanged 8
		SP:Iteration 41Q (196375.380000 sec): 3 clusters
  Score: Raw -411250.628701 + Penalty 2769.579359 = -408481.049341
  nChanged 7
		SP:Iteration 42Q (196375.480000 sec): 3 clusters
  Score: Raw -411253.198640 + Penalty 2769.579359 = -408483.619281
  nChanged 6
		SP:Iteration 43Q (196375.680000 sec): 3 clusters
  Score: Raw -411254.272638 + Penalty 2769.579359 = -408484.693278
  nChanged 2
		SP:Iteration 44Q (196375.770000 sec): 3 clusters
  Score: Raw -411254.780310 + Penalty 2769.579359 = -408485.200951
  nChanged 4
		SP:Iteration 45Q (196375.860000 sec): 3 clusters
  Score: Raw -411255.405999 + Penalty 2769.579359 = -408485.826640
  nChanged 3
		SP:Iteration 46Q (196375.960000 sec): 3 clusters
  Score: Raw -411256.859876 + Penalty 2769.579359 = -408487.280517
  nChanged 4
		SP:Iteration 47Q (196376.050000 sec): 3 clusters
  Score: Raw -411257.988727 + Penalty 2769.579359 = -408488.409368
  nChanged 4
		SP:Iteration 48Q (196376.140000 sec): 3 clusters
  Score: Raw -411258.861432 + Penalty 2769.579359 = -408489.282073
  nChanged 3
		SP:Iteration 49Q (196376.240000 sec): 3 clusters
  Score: Raw -411259.537688 + Penalty 2769.579359 = -408489.958329
  nChanged 3
		SP:Iteration 50Q (196376.330000 sec): 3 clusters
  Score: Raw -411260.017322 + Penalty 2769.579359 = -408490.437963
  nChanged 0
		SP:Iteration 51F (196376.420000 sec): 3 clusters
  Score: Raw -411260.017322 + Penalty 2769.579359 = -408490.437963
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 25 (12244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196376.540000 sec): 2 clusters
  Score: Raw -1179770.292298 + Penalty 1529.578586 = -1178240.713711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196376.770000 sec): 3 clusters
  Score: Raw -1172706.095768 + Penalty 3059.157173 = -1169646.938595
  nChanged 5380
		SP:Iteration 1F (196377.020000 sec): 3 clusters
  Score: Raw -1175698.930426 + Penalty 3059.157173 = -1172639.773254
  nChanged 783
		SP:Iteration 2F (196377.270000 sec): 3 clusters
  Score: Raw -1176090.889591 + Penalty 3059.157173 = -1173031.732419
  nChanged 784
		SP:Iteration 3F (196377.520000 sec): 3 clusters
  Score: Raw -1176529.110793 + Penalty 3059.157173 = -1173469.953621
  nChanged 755
		SP:Iteration 4F (196377.780000 sec): 3 clusters
  Score: Raw -1176964.458804 + Penalty 3059.157173 = -1173905.301632
  nChanged 742
		SP:Iteration 5F (196377.940000 sec): 3 clusters
  Score: Raw -1177416.749181 + Penalty 3059.157173 = -1174357.592008
  nChanged 669
		SP:Iteration 6F (196378.190000 sec): 3 clusters
  Score: Raw -1177825.175431 + Penalty 3059.157173 = -1174766.018258
  nChanged 569
		SP:Iteration 7Q (196378.430000 sec): 3 clusters
  Score: Raw -1178169.390659 + Penalty 3059.157173 = -1175110.233487
  nChanged 468
		SP:Iteration 8Q (196378.680000 sec): 3 clusters
  Score: Raw -1178501.907777 + Penalty 3059.157173 = -1175442.750605
  nChanged 422
		SP:Iteration 9Q (196378.930000 sec): 3 clusters
  Score: Raw -1178808.767199 + Penalty 3059.157173 = -1175749.610027
  nChanged 334
		SP:Iteration 10Q (196379.180000 sec): 3 clusters
  Score: Raw -1179075.676745 + Penalty 3059.157173 = -1176016.519573
  nChanged 298
		SP:Iteration 11Q (196379.430000 sec): 3 clusters
  Score: Raw -1179333.529971 + Penalty 3059.157173 = -1176274.372799
  nChanged 218
		SP:Iteration 12Q (196379.680000 sec): 3 clusters
  Score: Raw -1179510.541362 + Penalty 3059.157173 = -1176451.384189
  nChanged 160
		SP:Iteration 13Q (196379.890000 sec): 3 clusters
  Score: Raw -1179636.921964 + Penalty 3059.157173 = -1176577.764791
  nChanged 120
		SP:Iteration 14Q (196380.100000 sec): 3 clusters
  Score: Raw -1179730.478239 + Penalty 3059.157173 = -1176671.321066
  nChanged 96
		SP:Iteration 15Q (196380.300000 sec): 3 clusters
  Score: Raw -1179804.740314 + Penalty 3059.157173 = -1176745.583141
  nChanged 89
		SP:Iteration 16Q (196380.510000 sec): 3 clusters
  Score: Raw -1179872.276821 + Penalty 3059.157173 = -1176813.119648
  nChanged 70
		SP:Iteration 17Q (196380.720000 sec): 3 clusters
  Score: Raw -1179934.311869 + Penalty 3059.157173 = -1176875.154696
  nChanged 80
		SP:Iteration 18Q (196380.920000 sec): 3 clusters
  Score: Raw -1180009.243813 + Penalty 3059.157173 = -1176950.086640
  nChanged 85
		SP:Iteration 19Q (196381.130000 sec): 3 clusters
  Score: Raw -1180098.508712 + Penalty 3059.157173 = -1177039.351540
  nChanged 82
		SP:Iteration 20F (196381.380000 sec): 3 clusters
  Score: Raw -1180172.065149 + Penalty 3059.157173 = -1177112.907976
  nChanged 65
		SP:Iteration 21Q (196381.590000 sec): 3 clusters
  Score: Raw -1180234.928295 + Penalty 3059.157173 = -1177175.771122
  nChanged 59
		SP:Iteration 22Q (196381.800000 sec): 3 clusters
  Score: Raw -1180285.594587 + Penalty 3059.157173 = -1177226.437415
  nChanged 53
		SP:Iteration 23Q (196382.100000 sec): 3 clusters
  Score: Raw -1180323.321607 + Penalty 3059.157173 = -1177264.164435
  nChanged 35
		SP:Iteration 24Q (196382.260000 sec): 3 clusters
  Score: Raw -1180349.741739 + Penalty 3059.157173 = -1177290.584567
  nChanged 33
		SP:Iteration 25Q (196382.480000 sec): 3 clusters
  Score: Raw -1180372.142361 + Penalty 3059.157173 = -1177312.985188
  nChanged 30
		SP:Iteration 26Q (196382.780000 sec): 3 clusters
  Score: Raw -1180390.858771 + Penalty 3059.157173 = -1177331.701598
  nChanged 26
		SP:Iteration 27Q (196382.940000 sec): 3 clusters
  Score: Raw -1180405.684055 + Penalty 3059.157173 = -1177346.526883
  nChanged 18
		SP:Iteration 28Q (196383.160000 sec): 3 clusters
  Score: Raw -1180417.636227 + Penalty 3059.157173 = -1177358.479054
  nChanged 17
		SP:Iteration 29Q (196383.460000 sec): 3 clusters
  Score: Raw -1180427.406832 + Penalty 3059.157173 = -1177368.249660
  nChanged 15
		SP:Iteration 30Q (196383.630000 sec): 3 clusters
  Score: Raw -1180436.599563 + Penalty 3059.157173 = -1177377.442390
  nChanged 24
		SP:Iteration 31Q (196383.840000 sec): 3 clusters
  Score: Raw -1180450.915581 + Penalty 3059.157173 = -1177391.758408
  nChanged 17
		SP:Iteration 32Q (196384.100000 sec): 3 clusters
  Score: Raw -1180459.870620 + Penalty 3059.157173 = -1177400.713448
  nChanged 14
		SP:Iteration 33Q (196384.300000 sec): 3 clusters
  Score: Raw -1180466.609159 + Penalty 3059.157173 = -1177407.451987
  nChanged 9
		SP:Iteration 34Q (196384.510000 sec): 3 clusters
  Score: Raw -1180472.635341 + Penalty 3059.157173 = -1177413.478169
  nChanged 10
		SP:Iteration 35Q (196384.710000 sec): 3 clusters
  Score: Raw -1180478.420226 + Penalty 3059.157173 = -1177419.263053
  nChanged 13
		SP:Iteration 36Q (196384.920000 sec): 3 clusters
  Score: Raw -1180484.256376 + Penalty 3059.157173 = -1177425.099203
  nChanged 9
		SP:Iteration 37Q (196385.120000 sec): 3 clusters
  Score: Raw -1180488.712657 + Penalty 3059.157173 = -1177429.555484
  nChanged 5
		SP:Iteration 38Q (196385.330000 sec): 3 clusters
  Score: Raw -1180491.658990 + Penalty 3059.157173 = -1177432.501817
  nChanged 7
		SP:Iteration 39Q (196385.540000 sec): 3 clusters
  Score: Raw -1180495.801788 + Penalty 3059.157173 = -1177436.644615
  nChanged 7
		SP:Iteration 40F (196385.780000 sec): 3 clusters
  Score: Raw -1180499.623424 + Penalty 3059.157173 = -1177440.466252
  nChanged 7
		SP:Iteration 41Q (196385.990000 sec): 3 clusters
  Score: Raw -1180505.231164 + Penalty 3059.157173 = -1177446.073991
  nChanged 11
		SP:Iteration 42Q (196386.200000 sec): 3 clusters
  Score: Raw -1180517.297199 + Penalty 3059.157173 = -1177458.140026
  nChanged 14
		SP:Iteration 43Q (196386.410000 sec): 3 clusters
  Score: Raw -1180527.794671 + Penalty 3059.157173 = -1177468.637498
  nChanged 8
		SP:Iteration 44Q (196386.620000 sec): 3 clusters
  Score: Raw -1180533.938606 + Penalty 3059.157173 = -1177474.781433
  nChanged 9
		SP:Iteration 45Q (196386.830000 sec): 3 clusters
  Score: Raw -1180541.683326 + Penalty 3059.157173 = -1177482.526153
  nChanged 12
		SP:Iteration 46Q (196387.040000 sec): 3 clusters
  Score: Raw -1180549.205533 + Penalty 3059.157173 = -1177490.048361
  nChanged 5
		SP:Iteration 47Q (196387.250000 sec): 3 clusters
  Score: Raw -1180551.567613 + Penalty 3059.157173 = -1177492.410441
  nChanged 6
		SP:Iteration 48Q (196387.460000 sec): 3 clusters
  Score: Raw -1180553.951667 + Penalty 3059.157173 = -1177494.794494
  nChanged 4
		SP:Iteration 49Q (196387.670000 sec): 3 clusters
  Score: Raw -1180556.436605 + Penalty 3059.157173 = -1177497.279432
  nChanged 3
		SP:Iteration 50Q (196387.880000 sec): 3 clusters
  Score: Raw -1180558.270433 + Penalty 3059.157173 = -1177499.113260
  nChanged 2
		SP:Iteration 51Q (196388.020000 sec): 3 clusters
  Score: Raw -1180558.731020 + Penalty 3059.157173 = -1177499.573847
  nChanged 2
		SP:Iteration 52Q (196388.300000 sec): 3 clusters
  Score: Raw -1180559.077254 + Penalty 3059.157173 = -1177499.920081
  nChanged 1
		SP:Iteration 53Q (196388.480000 sec): 3 clusters
  Score: Raw -1180560.080428 + Penalty 3059.157173 = -1177500.923256
  nChanged 1
		SP:Iteration 54Q (196388.680000 sec): 3 clusters
  Score: Raw -1180560.255939 + Penalty 3059.157173 = -1177501.098766
  nChanged 1
		SP:Iteration 55Q (196388.890000 sec): 3 clusters
  Score: Raw -1180560.898111 + Penalty 3059.157173 = -1177501.740938
  nChanged 1
		SP:Iteration 56Q (196389.100000 sec): 3 clusters
  Score: Raw -1180561.731739 + Penalty 3059.157173 = -1177502.574566
  nChanged 3
		SP:Iteration 57Q (196389.310000 sec): 3 clusters
  Score: Raw -1180563.335713 + Penalty 3059.157173 = -1177504.178540
  nChanged 2
		SP:Iteration 58Q (196389.520000 sec): 3 clusters
  Score: Raw -1180564.092804 + Penalty 3059.157173 = -1177504.935631
  nChanged 2
		SP:Iteration 59Q (196389.720000 sec): 3 clusters
  Score: Raw -1180564.728521 + Penalty 3059.157173 = -1177505.571349
  nChanged 2
		SP:Iteration 60F (196389.920000 sec): 3 clusters
  Score: Raw -1180565.151696 + Penalty 3059.157173 = -1177505.994523
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 26 (8078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196390.040000 sec): 2 clusters
  Score: Raw -676445.585673 + Penalty 1461.996184 = -674983.589489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196390.240000 sec): 3 clusters
  Score: Raw -671973.231245 + Penalty 2923.992369 = -669049.238876
  nChanged 3459
		SP:Iteration 1F (196390.440000 sec): 3 clusters
  Score: Raw -674147.356427 + Penalty 2923.992369 = -671223.364058
  nChanged 697
		SP:Iteration 2F (196390.660000 sec): 3 clusters
  Score: Raw -674712.952697 + Penalty 2923.992369 = -671788.960328
  nChanged 641
		SP:Iteration 3F (196390.860000 sec): 3 clusters
  Score: Raw -675193.527803 + Penalty 2923.992369 = -672269.535434
  nChanged 529
		SP:Iteration 4F (196391.000000 sec): 3 clusters
  Score: Raw -675569.486639 + Penalty 2923.992369 = -672645.494270
  nChanged 413
		SP:Iteration 5F (196391.150000 sec): 3 clusters
  Score: Raw -675887.622937 + Penalty 2923.992369 = -672963.630568
  nChanged 351
		SP:Iteration 6Q (196391.340000 sec): 3 clusters
  Score: Raw -676140.756143 + Penalty 2923.992369 = -673216.763774
  nChanged 280
		SP:Iteration 7Q (196391.540000 sec): 3 clusters
  Score: Raw -676315.642244 + Penalty 2923.992369 = -673391.649876
  nChanged 255
		SP:Iteration 8Q (196391.730000 sec): 3 clusters
  Score: Raw -676482.040945 + Penalty 2923.992369 = -673558.048577
  nChanged 237
		SP:Iteration 9Q (196391.930000 sec): 3 clusters
  Score: Raw -676635.823711 + Penalty 2923.992369 = -673711.831342
  nChanged 222
		SP:Iteration 10Q (196392.130000 sec): 3 clusters
  Score: Raw -676751.228221 + Penalty 2923.992369 = -673827.235853
  nChanged 177
		SP:Iteration 11Q (196392.320000 sec): 3 clusters
  Score: Raw -676845.706642 + Penalty 2923.992369 = -673921.714273
  nChanged 164
		SP:Iteration 12Q (196392.520000 sec): 3 clusters
  Score: Raw -676922.694677 + Penalty 2923.992369 = -673998.702308
  nChanged 135
		SP:Iteration 13Q (196392.720000 sec): 3 clusters
  Score: Raw -676989.324036 + Penalty 2923.992369 = -674065.331667
  nChanged 117
		SP:Iteration 14Q (196392.920000 sec): 3 clusters
  Score: Raw -677040.243869 + Penalty 2923.992369 = -674116.251500
  nChanged 110
		SP:Iteration 15Q (196393.200000 sec): 3 clusters
  Score: Raw -677091.404503 + Penalty 2923.992369 = -674167.412135
  nChanged 95
		SP:Iteration 16Q (196393.400000 sec): 3 clusters
  Score: Raw -677133.857350 + Penalty 2923.992369 = -674209.864982
  nChanged 99
		SP:Iteration 17Q (196393.600000 sec): 3 clusters
  Score: Raw -677164.830912 + Penalty 2923.992369 = -674240.838543
  nChanged 61
		SP:Iteration 18Q (196393.720000 sec): 3 clusters
  Score: Raw -677180.736286 + Penalty 2923.992369 = -674256.743917
  nChanged 44
		SP:Iteration 19Q (196393.960000 sec): 3 clusters
  Score: Raw -677188.745237 + Penalty 2923.992369 = -674264.752868
  nChanged 25
		SP:Iteration 20F (196394.110000 sec): 3 clusters
  Score: Raw -677193.666085 + Penalty 2923.992369 = -674269.673716
  nChanged 19
		SP:Iteration 21Q (196394.300000 sec): 3 clusters
  Score: Raw -677196.877098 + Penalty 2923.992369 = -674272.884729
  nChanged 11
		SP:Iteration 22Q (196394.500000 sec): 3 clusters
  Score: Raw -677199.452272 + Penalty 2923.992369 = -674275.459904
  nChanged 12
		SP:Iteration 23Q (196394.700000 sec): 3 clusters
  Score: Raw -677201.422055 + Penalty 2923.992369 = -674277.429686
  nChanged 10
		SP:Iteration 24Q (196394.900000 sec): 3 clusters
  Score: Raw -677202.849429 + Penalty 2923.992369 = -674278.857060
  nChanged 7
		SP:Iteration 25Q (196395.090000 sec): 3 clusters
  Score: Raw -677203.696579 + Penalty 2923.992369 = -674279.704210
  nChanged 9
		SP:Iteration 26Q (196395.300000 sec): 3 clusters
  Score: Raw -677204.800248 + Penalty 2923.992369 = -674280.807879
  nChanged 10
		SP:Iteration 27Q (196395.490000 sec): 3 clusters
  Score: Raw -677206.180730 + Penalty 2923.992369 = -674282.188362
  nChanged 12
		SP:Iteration 28Q (196395.730000 sec): 3 clusters
  Score: Raw -677208.502163 + Penalty 2923.992369 = -674284.509795
  nChanged 12
		SP:Iteration 29Q (196395.930000 sec): 3 clusters
  Score: Raw -677210.876648 + Penalty 2923.992369 = -674286.884279
  nChanged 12
		SP:Iteration 30Q (196396.130000 sec): 3 clusters
  Score: Raw -677212.440044 + Penalty 2923.992369 = -674288.447675
  nChanged 7
		SP:Iteration 31Q (196396.330000 sec): 3 clusters
  Score: Raw -677212.988320 + Penalty 2923.992369 = -674288.995951
  nChanged 2
		SP:Iteration 32Q (196396.520000 sec): 3 clusters
  Score: Raw -677213.200596 + Penalty 2923.992369 = -674289.208227
  nChanged 1
		SP:Iteration 33Q (196396.720000 sec): 3 clusters
  Score: Raw -677213.275960 + Penalty 2923.992369 = -674289.283591
  nChanged 2
		SP:Iteration 34Q (196396.920000 sec): 3 clusters
  Score: Raw -677213.442028 + Penalty 2923.992369 = -674289.449659
  nChanged 4
		SP:Iteration 35Q (196397.160000 sec): 3 clusters
  Score: Raw -677213.912853 + Penalty 2923.992369 = -674289.920484
  nChanged 4
		SP:Iteration 36Q (196397.360000 sec): 3 clusters
  Score: Raw -677214.163125 + Penalty 2923.992369 = -674290.170756
  nChanged 3
		SP:Iteration 37Q (196397.560000 sec): 3 clusters
  Score: Raw -677214.786091 + Penalty 2923.992369 = -674290.793722
  nChanged 3
		SP:Iteration 38Q (196397.760000 sec): 3 clusters
  Score: Raw -677215.174202 + Penalty 2923.992369 = -674291.181833
  nChanged 5
		SP:Iteration 39Q (196397.950000 sec): 3 clusters
  Score: Raw -677215.971879 + Penalty 2923.992369 = -674291.979511
  nChanged 2
		SP:Iteration 40F (196398.160000 sec): 3 clusters
  Score: Raw -677216.296534 + Penalty 2923.992369 = -674292.304165
  nChanged 6
		SP:Iteration 41Q (196398.350000 sec): 3 clusters
  Score: Raw -677217.442918 + Penalty 2923.992369 = -674293.450549
  nChanged 7
		SP:Iteration 42Q (196398.550000 sec): 3 clusters
  Score: Raw -677218.539793 + Penalty 2923.992369 = -674294.547425
  nChanged 7
		SP:Iteration 43Q (196398.750000 sec): 3 clusters
  Score: Raw -677219.880119 + Penalty 2923.992369 = -674295.887751
  nChanged 6
		SP:Iteration 44Q (196398.950000 sec): 3 clusters
  Score: Raw -677221.367448 + Penalty 2923.992369 = -674297.375079
  nChanged 8
		SP:Iteration 45Q (196399.150000 sec): 3 clusters
  Score: Raw -677222.710794 + Penalty 2923.992369 = -674298.718425
  nChanged 7
		SP:Iteration 46Q (196399.350000 sec): 3 clusters
  Score: Raw -677223.613797 + Penalty 2923.992369 = -674299.621428
  nChanged 5
		SP:Iteration 47Q (196399.540000 sec): 3 clusters
  Score: Raw -677224.111339 + Penalty 2923.992369 = -674300.118971
  nChanged 3
		SP:Iteration 48Q (196399.740000 sec): 3 clusters
  Score: Raw -677224.781633 + Penalty 2923.992369 = -674300.789264
  nChanged 2
		SP:Iteration 49Q (196399.940000 sec): 3 clusters
  Score: Raw -677225.054976 + Penalty 2923.992369 = -674301.062608
  nChanged 0
		SP:Iteration 50F (196400.140000 sec): 3 clusters
  Score: Raw -677225.054976 + Penalty 2923.992369 = -674301.062608
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 27 (2493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196400.240000 sec): 2 clusters
  Score: Raw -201802.710177 + Penalty 1270.951839 = -200531.758339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196400.410000 sec): 3 clusters
  Score: Raw -200692.253303 + Penalty 2541.903677 = -198150.349626
  nChanged 958
		SP:Iteration 1F (196400.590000 sec): 3 clusters
  Score: Raw -201294.476382 + Penalty 2541.903677 = -198752.572705
  nChanged 183
		SP:Iteration 2F (196400.770000 sec): 3 clusters
  Score: Raw -201452.184130 + Penalty 2541.903677 = -198910.280453
  nChanged 137
		SP:Iteration 3F (196400.940000 sec): 3 clusters
  Score: Raw -201568.206687 + Penalty 2541.903677 = -199026.303010
  nChanged 113
		SP:Iteration 4Q (196401.120000 sec): 3 clusters
  Score: Raw -201689.733626 + Penalty 2541.903677 = -199147.829949
  nChanged 131
		SP:Iteration 5F (196401.290000 sec): 3 clusters
  Score: Raw -201830.433520 + Penalty 2541.903677 = -199288.529843
  nChanged 136
		SP:Iteration 6F (196401.470000 sec): 3 clusters
  Score: Raw -201978.837258 + Penalty 2541.903677 = -199436.933581
  nChanged 115
		SP:Iteration 7Q (196401.650000 sec): 3 clusters
  Score: Raw -202097.262768 + Penalty 2541.903677 = -199555.359091
  nChanged 102
		SP:Iteration 8Q (196401.820000 sec): 3 clusters
  Score: Raw -202198.918334 + Penalty 2541.903677 = -199657.014657
  nChanged 99
		SP:Iteration 9Q (196402.000000 sec): 3 clusters
  Score: Raw -202279.679435 + Penalty 2541.903677 = -199737.775758
  nChanged 65
		SP:Iteration 10Q (196402.170000 sec): 3 clusters
  Score: Raw -202320.662026 + Penalty 2541.903677 = -199778.758349
  nChanged 42
		SP:Iteration 11Q (196402.350000 sec): 3 clusters
  Score: Raw -202347.014641 + Penalty 2541.903677 = -199805.110964
  nChanged 40
		SP:Iteration 12Q (196402.530000 sec): 3 clusters
  Score: Raw -202372.830652 + Penalty 2541.903677 = -199830.926975
  nChanged 40
		SP:Iteration 13Q (196402.700000 sec): 3 clusters
  Score: Raw -202397.431863 + Penalty 2541.903677 = -199855.528186
  nChanged 39
		SP:Iteration 14Q (196402.870000 sec): 3 clusters
  Score: Raw -202421.563249 + Penalty 2541.903677 = -199879.659572
  nChanged 31
		SP:Iteration 15Q (196403.050000 sec): 3 clusters
  Score: Raw -202438.924465 + Penalty 2541.903677 = -199897.020787
  nChanged 20
		SP:Iteration 16Q (196403.230000 sec): 3 clusters
  Score: Raw -202451.992895 + Penalty 2541.903677 = -199910.089218
  nChanged 22
		SP:Iteration 17Q (196403.400000 sec): 3 clusters
  Score: Raw -202464.375671 + Penalty 2541.903677 = -199922.471994
  nChanged 17
		SP:Iteration 18Q (196403.580000 sec): 3 clusters
  Score: Raw -202473.355849 + Penalty 2541.903677 = -199931.452172
  nChanged 12
		SP:Iteration 19Q (196403.750000 sec): 3 clusters
  Score: Raw -202480.868362 + Penalty 2541.903677 = -199938.964685
  nChanged 11
		SP:Iteration 20F (196403.930000 sec): 3 clusters
  Score: Raw -202486.763360 + Penalty 2541.903677 = -199944.859682
  nChanged 9
		SP:Iteration 21Q (196404.110000 sec): 3 clusters
  Score: Raw -202492.642781 + Penalty 2541.903677 = -199950.739104
  nChanged 11
		SP:Iteration 22Q (196404.280000 sec): 3 clusters
  Score: Raw -202497.880548 + Penalty 2541.903677 = -199955.976871
  nChanged 6
		SP:Iteration 23Q (196404.460000 sec): 3 clusters
  Score: Raw -202501.004234 + Penalty 2541.903677 = -199959.100557
  nChanged 6
		SP:Iteration 24Q (196404.630000 sec): 3 clusters
  Score: Raw -202502.655298 + Penalty 2541.903677 = -199960.751621
  nChanged 0
		SP:Iteration 25F (196404.810000 sec): 3 clusters
  Score: Raw -202502.655298 + Penalty 2541.903677 = -199960.751621
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 28 (3194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196404.930000 sec): 2 clusters
  Score: Raw -275952.460629 + Penalty 1311.217266 = -274641.243363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196405.100000 sec): 3 clusters
  Score: Raw -274479.449742 + Penalty 2622.434532 = -271857.015210
  nChanged 1212
		SP:Iteration 1F (196405.280000 sec): 3 clusters
  Score: Raw -275545.950816 + Penalty 2622.434532 = -272923.516284
  nChanged 356
		SP:Iteration 2F (196405.450000 sec): 3 clusters
  Score: Raw -276012.638860 + Penalty 2622.434532 = -273390.204328
  nChanged 275
		SP:Iteration 3F (196405.630000 sec): 3 clusters
  Score: Raw -276346.863915 + Penalty 2622.434532 = -273724.429383
  nChanged 187
		SP:Iteration 4F (196405.810000 sec): 3 clusters
  Score: Raw -276544.147004 + Penalty 2622.434532 = -273921.712472
  nChanged 120
		SP:Iteration 5Q (196405.980000 sec): 3 clusters
  Score: Raw -276664.551480 + Penalty 2622.434532 = -274042.116948
  nChanged 82
		SP:Iteration 6Q (196406.150000 sec): 3 clusters
  Score: Raw -276751.050095 + Penalty 2622.434532 = -274128.615563
  nChanged 68
		SP:Iteration 7Q (196406.330000 sec): 3 clusters
  Score: Raw -276802.146287 + Penalty 2622.434532 = -274179.711755
  nChanged 46
		SP:Iteration 8Q (196406.510000 sec): 3 clusters
  Score: Raw -276828.852699 + Penalty 2622.434532 = -274206.418168
  nChanged 32
		SP:Iteration 9Q (196406.680000 sec): 3 clusters
  Score: Raw -276843.578831 + Penalty 2622.434532 = -274221.144299
  nChanged 14
		SP:Iteration 10Q (196406.860000 sec): 3 clusters
  Score: Raw -276848.761177 + Penalty 2622.434532 = -274226.326645
  nChanged 9
		SP:Iteration 11Q (196407.030000 sec): 3 clusters
  Score: Raw -276851.895895 + Penalty 2622.434532 = -274229.461363
  nChanged 5
		SP:Iteration 12Q (196407.210000 sec): 3 clusters
  Score: Raw -276853.848485 + Penalty 2622.434532 = -274231.413953
  nChanged 7
		SP:Iteration 13Q (196407.390000 sec): 3 clusters
  Score: Raw -276856.622255 + Penalty 2622.434532 = -274234.187723
  nChanged 5
		SP:Iteration 14Q (196407.560000 sec): 3 clusters
  Score: Raw -276859.439145 + Penalty 2622.434532 = -274237.004613
  nChanged 4
		SP:Iteration 15Q (196407.740000 sec): 3 clusters
  Score: Raw -276861.003745 + Penalty 2622.434532 = -274238.569213
  nChanged 5
		SP:Iteration 16Q (196407.910000 sec): 3 clusters
  Score: Raw -276862.765850 + Penalty 2622.434532 = -274240.331318
  nChanged 5
		SP:Iteration 17Q (196408.090000 sec): 3 clusters
  Score: Raw -276864.610657 + Penalty 2622.434532 = -274242.176125
  nChanged 7
		SP:Iteration 18Q (196408.270000 sec): 3 clusters
  Score: Raw -276867.088496 + Penalty 2622.434532 = -274244.653965
  nChanged 10
		SP:Iteration 19Q (196408.440000 sec): 3 clusters
  Score: Raw -276870.330384 + Penalty 2622.434532 = -274247.895852
  nChanged 4
		SP:Iteration 20F (196408.620000 sec): 3 clusters
  Score: Raw -276871.394597 + Penalty 2622.434532 = -274248.960066
  nChanged 4
		SP:Iteration 21Q (196408.790000 sec): 3 clusters
  Score: Raw -276872.768217 + Penalty 2622.434532 = -274250.333686
  nChanged 4
		SP:Iteration 22Q (196408.970000 sec): 3 clusters
  Score: Raw -276874.390146 + Penalty 2622.434532 = -274251.955614
  nChanged 4
		SP:Iteration 23Q (196409.150000 sec): 3 clusters
  Score: Raw -276875.307440 + Penalty 2622.434532 = -274252.872908
  nChanged 0
		SP:Iteration 24F (196409.320000 sec): 3 clusters
  Score: Raw -276875.307440 + Penalty 2622.434532 = -274252.872908
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 29 (9146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196409.430000 sec): 2 clusters
  Score: Raw -700671.717457 + Penalty 1482.174184 = -699189.543273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196409.670000 sec): 3 clusters
  Score: Raw -695484.875752 + Penalty 2964.348369 = -692520.527383
  nChanged 3994
		SP:Iteration 1F (196409.910000 sec): 3 clusters
  Score: Raw -697918.658479 + Penalty 2964.348369 = -694954.310110
  nChanged 757
		SP:Iteration 2F (196410.100000 sec): 3 clusters
  Score: Raw -698449.175995 + Penalty 2964.348369 = -695484.827626
  nChanged 622
		SP:Iteration 3F (196410.340000 sec): 3 clusters
  Score: Raw -698855.282950 + Penalty 2964.348369 = -695890.934581
  nChanged 562
		SP:Iteration 4F (196410.530000 sec): 3 clusters
  Score: Raw -699210.230331 + Penalty 2964.348369 = -696245.881962
  nChanged 477
		SP:Iteration 5F (196410.710000 sec): 3 clusters
  Score: Raw -699521.198318 + Penalty 2964.348369 = -696556.849949
  nChanged 405
		SP:Iteration 6Q (196410.900000 sec): 3 clusters
  Score: Raw -699750.279059 + Penalty 2964.348369 = -696785.930690
  nChanged 345
		SP:Iteration 7Q (196411.180000 sec): 3 clusters
  Score: Raw -699937.530107 + Penalty 2964.348369 = -696973.181738
  nChanged 282
		SP:Iteration 8Q (196411.370000 sec): 3 clusters
  Score: Raw -700098.172784 + Penalty 2964.348369 = -697133.824415
  nChanged 263
		SP:Iteration 9Q (196411.610000 sec): 3 clusters
  Score: Raw -700258.120459 + Penalty 2964.348369 = -697293.772090
  nChanged 244
		SP:Iteration 10Q (196411.800000 sec): 3 clusters
  Score: Raw -700410.838899 + Penalty 2964.348369 = -697446.490530
  nChanged 235
		SP:Iteration 11Q (196412.000000 sec): 3 clusters
  Score: Raw -700556.219788 + Penalty 2964.348369 = -697591.871419
  nChanged 206
		SP:Iteration 12Q (196412.190000 sec): 3 clusters
  Score: Raw -700688.216469 + Penalty 2964.348369 = -697723.868100
  nChanged 200
		SP:Iteration 13Q (196412.420000 sec): 3 clusters
  Score: Raw -700848.756436 + Penalty 2964.348369 = -697884.408067
  nChanged 202
		SP:Iteration 14Q (196412.610000 sec): 3 clusters
  Score: Raw -700999.821402 + Penalty 2964.348369 = -698035.473033
  nChanged 179
		SP:Iteration 15Q (196412.800000 sec): 3 clusters
  Score: Raw -701095.263000 + Penalty 2964.348369 = -698130.914631
  nChanged 125
		SP:Iteration 16Q (196413.020000 sec): 3 clusters
  Score: Raw -701148.286686 + Penalty 2964.348369 = -698183.938317
  nChanged 108
		SP:Iteration 17Q (196413.260000 sec): 3 clusters
  Score: Raw -701189.859484 + Penalty 2964.348369 = -698225.511115
  nChanged 72
		SP:Iteration 18Q (196413.490000 sec): 3 clusters
  Score: Raw -701213.275733 + Penalty 2964.348369 = -698248.927364
  nChanged 56
		SP:Iteration 19Q (196413.720000 sec): 3 clusters
  Score: Raw -701234.176294 + Penalty 2964.348369 = -698269.827925
  nChanged 61
		SP:Iteration 20F (196413.910000 sec): 3 clusters
  Score: Raw -701256.017281 + Penalty 2964.348369 = -698291.668912
  nChanged 60
		SP:Iteration 21Q (196414.040000 sec): 3 clusters
  Score: Raw -701277.311441 + Penalty 2964.348369 = -698312.963072
  nChanged 55
		SP:Iteration 22Q (196414.260000 sec): 3 clusters
  Score: Raw -701293.122577 + Penalty 2964.348369 = -698328.774209
  nChanged 51
		SP:Iteration 23Q (196414.540000 sec): 3 clusters
  Score: Raw -701306.317452 + Penalty 2964.348369 = -698341.969083
  nChanged 27
		SP:Iteration 24Q (196414.690000 sec): 3 clusters
  Score: Raw -701312.183553 + Penalty 2964.348369 = -698347.835184
  nChanged 19
		SP:Iteration 25Q (196414.840000 sec): 3 clusters
  Score: Raw -701316.115897 + Penalty 2964.348369 = -698351.767528
  nChanged 17
		SP:Iteration 26Q (196415.040000 sec): 3 clusters
  Score: Raw -701319.469210 + Penalty 2964.348369 = -698355.120841
  nChanged 16
		SP:Iteration 27Q (196415.250000 sec): 3 clusters
  Score: Raw -701322.516691 + Penalty 2964.348369 = -698358.168322
  nChanged 16
		SP:Iteration 28Q (196415.540000 sec): 3 clusters
  Score: Raw -701324.918169 + Penalty 2964.348369 = -698360.569800
  nChanged 17
		SP:Iteration 29Q (196415.690000 sec): 3 clusters
  Score: Raw -701327.661766 + Penalty 2964.348369 = -698363.313397
  nChanged 10
		SP:Iteration 30Q (196415.830000 sec): 3 clusters
  Score: Raw -701329.933690 + Penalty 2964.348369 = -698365.585321
  nChanged 8
		SP:Iteration 31Q (196415.960000 sec): 3 clusters
  Score: Raw -701331.446882 + Penalty 2964.348369 = -698367.098513
  nChanged 9
		SP:Iteration 32Q (196416.100000 sec): 3 clusters
  Score: Raw -701333.157791 + Penalty 2964.348369 = -698368.809422
  nChanged 14
		SP:Iteration 33Q (196416.320000 sec): 3 clusters
  Score: Raw -701336.292324 + Penalty 2964.348369 = -698371.943955
  nChanged 18
		SP:Iteration 34Q (196416.500000 sec): 3 clusters
  Score: Raw -701340.322779 + Penalty 2964.348369 = -698375.974411
  nChanged 12
		SP:Iteration 35Q (196416.700000 sec): 3 clusters
  Score: Raw -701342.591229 + Penalty 2964.348369 = -698378.242860
  nChanged 12
		SP:Iteration 36Q (196416.940000 sec): 3 clusters
  Score: Raw -701344.764965 + Penalty 2964.348369 = -698380.416597
  nChanged 14
		SP:Iteration 37Q (196417.120000 sec): 3 clusters
  Score: Raw -701347.028940 + Penalty 2964.348369 = -698382.680571
  nChanged 11
		SP:Iteration 38Q (196417.320000 sec): 3 clusters
  Score: Raw -701349.211566 + Penalty 2964.348369 = -698384.863197
  nChanged 10
		SP:Iteration 39Q (196417.510000 sec): 3 clusters
  Score: Raw -701351.634018 + Penalty 2964.348369 = -698387.285649
  nChanged 6
		SP:Iteration 40F (196417.750000 sec): 3 clusters
  Score: Raw -701352.358356 + Penalty 2964.348369 = -698388.009988
  nChanged 5
		SP:Iteration 41Q (196417.940000 sec): 3 clusters
  Score: Raw -701352.772586 + Penalty 2964.348369 = -698388.424217
  nChanged 3
		SP:Iteration 42Q (196418.120000 sec): 3 clusters
  Score: Raw -701353.179150 + Penalty 2964.348369 = -698388.830781
  nChanged 2
		SP:Iteration 43Q (196418.310000 sec): 3 clusters
  Score: Raw -701353.433530 + Penalty 2964.348369 = -698389.085161
  nChanged 4
		SP:Iteration 44Q (196418.550000 sec): 3 clusters
  Score: Raw -701354.004049 + Penalty 2964.348369 = -698389.655680
  nChanged 3
		SP:Iteration 45Q (196418.740000 sec): 3 clusters
  Score: Raw -701354.531370 + Penalty 2964.348369 = -698390.183002
  nChanged 2
		SP:Iteration 46Q (196418.930000 sec): 3 clusters
  Score: Raw -701354.873315 + Penalty 2964.348369 = -698390.524947
  nChanged 3
		SP:Iteration 47Q (196419.130000 sec): 3 clusters
  Score: Raw -701355.113700 + Penalty 2964.348369 = -698390.765331
  nChanged 1
		SP:Iteration 48Q (196419.370000 sec): 3 clusters
  Score: Raw -701355.207406 + Penalty 2964.348369 = -698390.859037
  nChanged 1
		SP:Iteration 49Q (196419.550000 sec): 3 clusters
  Score: Raw -701355.265885 + Penalty 2964.348369 = -698390.917516
  nChanged 0
		SP:Iteration 50F (196419.730000 sec): 3 clusters
  Score: Raw -701355.265885 + Penalty 2964.348369 = -698390.917516
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 30 (6201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196419.850000 sec): 2 clusters
  Score: Raw -519519.496133 + Penalty 1419.025700 = -518100.470433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196419.970000 sec): 3 clusters
  Score: Raw -516308.819115 + Penalty 2838.051401 = -513470.767714
  nChanged 2521
		SP:Iteration 1F (196420.080000 sec): 3 clusters
  Score: Raw -517741.546467 + Penalty 2838.051401 = -514903.495066
  nChanged 475
		SP:Iteration 2F (196420.180000 sec): 3 clusters
  Score: Raw -518018.253860 + Penalty 2838.051401 = -515180.202459
  nChanged 371
		SP:Iteration 3F (196420.280000 sec): 3 clusters
  Score: Raw -518229.090426 + Penalty 2838.051401 = -515391.039025
  nChanged 325
		SP:Iteration 4F (196420.380000 sec): 3 clusters
  Score: Raw -518400.578749 + Penalty 2838.051401 = -515562.527348
  nChanged 262
		SP:Iteration 5Q (196420.570000 sec): 3 clusters
  Score: Raw -518542.661031 + Penalty 2838.051401 = -515704.609630
  nChanged 263
		SP:Iteration 6Q (196420.730000 sec): 3 clusters
  Score: Raw -518716.984544 + Penalty 2838.051401 = -515878.933143
  nChanged 275
		SP:Iteration 7Q (196420.900000 sec): 3 clusters
  Score: Raw -518882.699157 + Penalty 2838.051401 = -516044.647756
  nChanged 240
		SP:Iteration 8Q (196421.070000 sec): 3 clusters
  Score: Raw -519043.346680 + Penalty 2838.051401 = -516205.295280
  nChanged 214
		SP:Iteration 9Q (196421.230000 sec): 3 clusters
  Score: Raw -519189.906883 + Penalty 2838.051401 = -516351.855482
  nChanged 190
		SP:Iteration 10Q (196421.400000 sec): 3 clusters
  Score: Raw -519309.268929 + Penalty 2838.051401 = -516471.217528
  nChanged 155
		SP:Iteration 11Q (196421.570000 sec): 3 clusters
  Score: Raw -519400.527102 + Penalty 2838.051401 = -516562.475701
  nChanged 138
		SP:Iteration 12Q (196421.730000 sec): 3 clusters
  Score: Raw -519486.447641 + Penalty 2838.051401 = -516648.396240
  nChanged 134
		SP:Iteration 13Q (196421.940000 sec): 3 clusters
  Score: Raw -519583.135384 + Penalty 2838.051401 = -516745.083983
  nChanged 135
		SP:Iteration 14Q (196422.110000 sec): 3 clusters
  Score: Raw -519676.518774 + Penalty 2838.051401 = -516838.467373
  nChanged 111
		SP:Iteration 15Q (196422.270000 sec): 3 clusters
  Score: Raw -519758.014967 + Penalty 2838.051401 = -516919.963567
  nChanged 105
		SP:Iteration 16Q (196422.440000 sec): 3 clusters
  Score: Raw -519834.261564 + Penalty 2838.051401 = -516996.210163
  nChanged 108
		SP:Iteration 17Q (196422.650000 sec): 3 clusters
  Score: Raw -519910.294022 + Penalty 2838.051401 = -517072.242621
  nChanged 101
		SP:Iteration 18Q (196422.810000 sec): 3 clusters
  Score: Raw -519978.948286 + Penalty 2838.051401 = -517140.896886
  nChanged 85
		SP:Iteration 19Q (196423.020000 sec): 3 clusters
  Score: Raw -520036.212187 + Penalty 2838.051401 = -517198.160786
  nChanged 70
		SP:Iteration 20F (196423.190000 sec): 3 clusters
  Score: Raw -520076.053899 + Penalty 2838.051401 = -517238.002498
  nChanged 53
		SP:Iteration 21Q (196423.350000 sec): 3 clusters
  Score: Raw -520105.703951 + Penalty 2838.051401 = -517267.652551
  nChanged 48
		SP:Iteration 22Q (196423.560000 sec): 3 clusters
  Score: Raw -520130.812919 + Penalty 2838.051401 = -517292.761519
  nChanged 36
		SP:Iteration 23Q (196423.770000 sec): 3 clusters
  Score: Raw -520145.009642 + Penalty 2838.051401 = -517306.958241
  nChanged 18
		SP:Iteration 24Q (196423.940000 sec): 3 clusters
  Score: Raw -520151.186904 + Penalty 2838.051401 = -517313.135504
  nChanged 11
		SP:Iteration 25Q (196424.150000 sec): 3 clusters
  Score: Raw -520156.166518 + Penalty 2838.051401 = -517318.115118
  nChanged 17
		SP:Iteration 26Q (196424.310000 sec): 3 clusters
  Score: Raw -520164.590416 + Penalty 2838.051401 = -517326.539016
  nChanged 17
		SP:Iteration 27Q (196424.520000 sec): 3 clusters
  Score: Raw -520170.741782 + Penalty 2838.051401 = -517332.690381
  nChanged 11
		SP:Iteration 28Q (196424.730000 sec): 3 clusters
  Score: Raw -520174.612445 + Penalty 2838.051401 = -517336.561045
  nChanged 11
		SP:Iteration 29Q (196424.940000 sec): 3 clusters
  Score: Raw -520178.644673 + Penalty 2838.051401 = -517340.593272
  nChanged 9
		SP:Iteration 30Q (196425.120000 sec): 3 clusters
  Score: Raw -520181.645411 + Penalty 2838.051401 = -517343.594010
  nChanged 2
		SP:Iteration 31Q (196425.300000 sec): 3 clusters
  Score: Raw -520182.300700 + Penalty 2838.051401 = -517344.249299
  nChanged 2
		SP:Iteration 32Q (196425.510000 sec): 3 clusters
  Score: Raw -520182.782016 + Penalty 2838.051401 = -517344.730615
  nChanged 2
		SP:Iteration 33Q (196425.680000 sec): 3 clusters
  Score: Raw -520183.809958 + Penalty 2838.051401 = -517345.758557
  nChanged 4
		SP:Iteration 34Q (196425.870000 sec): 3 clusters
  Score: Raw -520184.925358 + Penalty 2838.051401 = -517346.873957
  nChanged 1
		SP:Iteration 35Q (196426.040000 sec): 3 clusters
  Score: Raw -520185.042568 + Penalty 2838.051401 = -517346.991167
  nChanged 0
		SP:Iteration 36F (196426.200000 sec): 3 clusters
  Score: Raw -520185.042568 + Penalty 2838.051401 = -517346.991167
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 31 (7666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196426.300000 sec): 2 clusters
  Score: Raw -634200.145284 + Penalty 1453.489415 = -632746.655869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196426.500000 sec): 3 clusters
  Score: Raw -629917.762684 + Penalty 2906.978830 = -627010.783854
  nChanged 3300
		SP:Iteration 1F (196426.700000 sec): 3 clusters
  Score: Raw -632023.985535 + Penalty 2906.978830 = -629117.006705
  nChanged 700
		SP:Iteration 2F (196426.900000 sec): 3 clusters
  Score: Raw -632581.541294 + Penalty 2906.978830 = -629674.562464
  nChanged 617
		SP:Iteration 3F (196427.140000 sec): 3 clusters
  Score: Raw -633044.830543 + Penalty 2906.978830 = -630137.851713
  nChanged 519
		SP:Iteration 4F (196427.350000 sec): 3 clusters
  Score: Raw -633416.825065 + Penalty 2906.978830 = -630509.846235
  nChanged 400
		SP:Iteration 5F (196427.550000 sec): 3 clusters
  Score: Raw -633726.320261 + Penalty 2906.978830 = -630819.341431
  nChanged 358
		SP:Iteration 6Q (196427.750000 sec): 3 clusters
  Score: Raw -634013.935681 + Penalty 2906.978830 = -631106.956851
  nChanged 333
		SP:Iteration 7Q (196427.950000 sec): 3 clusters
  Score: Raw -634251.242126 + Penalty 2906.978830 = -631344.263296
  nChanged 293
		SP:Iteration 8Q (196428.150000 sec): 3 clusters
  Score: Raw -634432.619421 + Penalty 2906.978830 = -631525.640591
  nChanged 237
		SP:Iteration 9Q (196428.360000 sec): 3 clusters
  Score: Raw -634562.945788 + Penalty 2906.978830 = -631655.966958
  nChanged 191
		SP:Iteration 10Q (196428.560000 sec): 3 clusters
  Score: Raw -634643.389448 + Penalty 2906.978830 = -631736.410618
  nChanged 157
		SP:Iteration 11Q (196428.810000 sec): 3 clusters
  Score: Raw -634701.373741 + Penalty 2906.978830 = -631794.394911
  nChanged 124
		SP:Iteration 12Q (196429.000000 sec): 3 clusters
  Score: Raw -634746.725444 + Penalty 2906.978830 = -631839.746614
  nChanged 120
		SP:Iteration 13Q (196429.200000 sec): 3 clusters
  Score: Raw -634783.526648 + Penalty 2906.978830 = -631876.547818
  nChanged 94
		SP:Iteration 14Q (196429.400000 sec): 3 clusters
  Score: Raw -634811.403827 + Penalty 2906.978830 = -631904.424998
  nChanged 86
		SP:Iteration 15Q (196429.600000 sec): 3 clusters
  Score: Raw -634836.130109 + Penalty 2906.978830 = -631929.151279
  nChanged 79
		SP:Iteration 16Q (196429.800000 sec): 3 clusters
  Score: Raw -634860.833514 + Penalty 2906.978830 = -631953.854684
  nChanged 74
		SP:Iteration 17Q (196430.000000 sec): 3 clusters
  Score: Raw -634882.787329 + Penalty 2906.978830 = -631975.808499
  nChanged 58
		SP:Iteration 18Q (196430.200000 sec): 3 clusters
  Score: Raw -634897.492522 + Penalty 2906.978830 = -631990.513692
  nChanged 43
		SP:Iteration 19Q (196430.400000 sec): 3 clusters
  Score: Raw -634905.578253 + Penalty 2906.978830 = -631998.599424
  nChanged 34
		SP:Iteration 20F (196430.600000 sec): 3 clusters
  Score: Raw -634911.164992 + Penalty 2906.978830 = -632004.186162
  nChanged 25
		SP:Iteration 21Q (196430.800000 sec): 3 clusters
  Score: Raw -634915.992651 + Penalty 2906.978830 = -632009.013821
  nChanged 21
		SP:Iteration 22Q (196431.000000 sec): 3 clusters
  Score: Raw -634919.471984 + Penalty 2906.978830 = -632012.493154
  nChanged 17
		SP:Iteration 23Q (196431.200000 sec): 3 clusters
  Score: Raw -634922.099714 + Penalty 2906.978830 = -632015.120884
  nChanged 15
		SP:Iteration 24Q (196431.400000 sec): 3 clusters
  Score: Raw -634924.170909 + Penalty 2906.978830 = -632017.192079
  nChanged 17
		SP:Iteration 25Q (196431.600000 sec): 3 clusters
  Score: Raw -634926.136535 + Penalty 2906.978830 = -632019.157705
  nChanged 12
		SP:Iteration 26Q (196431.790000 sec): 3 clusters
  Score: Raw -634927.738080 + Penalty 2906.978830 = -632020.759250
  nChanged 17
		SP:Iteration 27Q (196431.990000 sec): 3 clusters
  Score: Raw -634929.814796 + Penalty 2906.978830 = -632022.835966
  nChanged 13
		SP:Iteration 28Q (196432.190000 sec): 3 clusters
  Score: Raw -634931.184011 + Penalty 2906.978830 = -632024.205181
  nChanged 12
		SP:Iteration 29Q (196432.390000 sec): 3 clusters
  Score: Raw -634932.495920 + Penalty 2906.978830 = -632025.517090
  nChanged 15
		SP:Iteration 30Q (196432.630000 sec): 3 clusters
  Score: Raw -634935.430744 + Penalty 2906.978830 = -632028.451914
  nChanged 17
		SP:Iteration 31Q (196432.830000 sec): 3 clusters
  Score: Raw -634938.085890 + Penalty 2906.978830 = -632031.107060
  nChanged 17
		SP:Iteration 32Q (196433.030000 sec): 3 clusters
  Score: Raw -634941.307913 + Penalty 2906.978830 = -632034.329083
  nChanged 17
		SP:Iteration 33Q (196433.230000 sec): 3 clusters
  Score: Raw -634944.516643 + Penalty 2906.978830 = -632037.537813
  nChanged 16
		SP:Iteration 34Q (196433.430000 sec): 3 clusters
  Score: Raw -634947.810078 + Penalty 2906.978830 = -632040.831248
  nChanged 27
		SP:Iteration 35Q (196433.630000 sec): 3 clusters
  Score: Raw -634953.349297 + Penalty 2906.978830 = -632046.370468
  nChanged 25
		SP:Iteration 36Q (196433.830000 sec): 3 clusters
  Score: Raw -634957.263394 + Penalty 2906.978830 = -632050.284564
  nChanged 23
		SP:Iteration 37Q (196434.030000 sec): 3 clusters
  Score: Raw -634960.598929 + Penalty 2906.978830 = -632053.620099
  nChanged 13
		SP:Iteration 38Q (196434.230000 sec): 3 clusters
  Score: Raw -634962.720366 + Penalty 2906.978830 = -632055.741536
  nChanged 18
		SP:Iteration 39Q (196434.430000 sec): 3 clusters
  Score: Raw -634966.085513 + Penalty 2906.978830 = -632059.106683
  nChanged 18
		SP:Iteration 40F (196434.630000 sec): 3 clusters
  Score: Raw -634970.084668 + Penalty 2906.978830 = -632063.105838
  nChanged 18
		SP:Iteration 41Q (196434.830000 sec): 3 clusters
  Score: Raw -634972.890045 + Penalty 2906.978830 = -632065.911215
  nChanged 17
		SP:Iteration 42Q (196435.030000 sec): 3 clusters
  Score: Raw -634975.252245 + Penalty 2906.978830 = -632068.273415
  nChanged 13
		SP:Iteration 43Q (196435.230000 sec): 3 clusters
  Score: Raw -634977.308829 + Penalty 2906.978830 = -632070.329999
  nChanged 16
		SP:Iteration 44Q (196435.430000 sec): 3 clusters
  Score: Raw -634980.153534 + Penalty 2906.978830 = -632073.174704
  nChanged 20
		SP:Iteration 45Q (196435.630000 sec): 3 clusters
  Score: Raw -634983.287140 + Penalty 2906.978830 = -632076.308310
  nChanged 11
		SP:Iteration 46Q (196435.830000 sec): 3 clusters
  Score: Raw -634984.494231 + Penalty 2906.978830 = -632077.515401
  nChanged 8
		SP:Iteration 47Q (196436.030000 sec): 3 clusters
  Score: Raw -634985.581119 + Penalty 2906.978830 = -632078.602289
  nChanged 11
		SP:Iteration 48Q (196436.230000 sec): 3 clusters
  Score: Raw -634986.574934 + Penalty 2906.978830 = -632079.596104
  nChanged 4
		SP:Iteration 49Q (196436.390000 sec): 3 clusters
  Score: Raw -634987.164290 + Penalty 2906.978830 = -632080.185460
  nChanged 7
		SP:Iteration 50Q (196436.520000 sec): 3 clusters
  Score: Raw -634987.785722 + Penalty 2906.978830 = -632080.806892
  nChanged 5
		SP:Iteration 51Q (196436.630000 sec): 3 clusters
  Score: Raw -634988.524042 + Penalty 2906.978830 = -632081.545212
  nChanged 4
		SP:Iteration 52Q (196436.750000 sec): 3 clusters
  Score: Raw -634988.894823 + Penalty 2906.978830 = -632081.915993
  nChanged 1
		SP:Iteration 53Q (196436.980000 sec): 3 clusters
  Score: Raw -634988.963578 + Penalty 2906.978830 = -632081.984748
  nChanged 0
		SP:Iteration 54F (196437.140000 sec): 3 clusters
  Score: Raw -634988.963578 + Penalty 2906.978830 = -632081.984748
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 32 (2161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196437.210000 sec): 2 clusters
  Score: Raw -200310.406391 + Penalty 1247.728033 = -199062.678358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196437.380000 sec): 3 clusters
  Score: Raw -199370.958117 + Penalty 2495.456066 = -196875.502051
  nChanged 750
		SP:Iteration 1F (196437.560000 sec): 3 clusters
  Score: Raw -199935.483446 + Penalty 2495.456066 = -197440.027380
  nChanged 236
		SP:Iteration 2F (196437.740000 sec): 3 clusters
  Score: Raw -200218.863786 + Penalty 2495.456066 = -197723.407720
  nChanged 181
		SP:Iteration 3F (196437.910000 sec): 3 clusters
  Score: Raw -200418.586769 + Penalty 2495.456066 = -197923.130704
  nChanged 132
		SP:Iteration 4F (196438.090000 sec): 3 clusters
  Score: Raw -200591.211564 + Penalty 2495.456066 = -198095.755499
  nChanged 117
		SP:Iteration 5F (196438.260000 sec): 3 clusters
  Score: Raw -200740.522662 + Penalty 2495.456066 = -198245.066597
  nChanged 81
		SP:Iteration 6Q (196438.440000 sec): 3 clusters
  Score: Raw -200833.843136 + Penalty 2495.456066 = -198338.387070
  nChanged 70
		SP:Iteration 7Q (196438.610000 sec): 3 clusters
  Score: Raw -200901.521518 + Penalty 2495.456066 = -198406.065452
  nChanged 46
		SP:Iteration 8Q (196438.790000 sec): 3 clusters
  Score: Raw -200933.439935 + Penalty 2495.456066 = -198437.983869
  nChanged 30
		SP:Iteration 9Q (196438.960000 sec): 3 clusters
  Score: Raw -200955.796586 + Penalty 2495.456066 = -198460.340521
  nChanged 16
		SP:Iteration 10Q (196439.170000 sec): 3 clusters
  Score: Raw -200969.672602 + Penalty 2495.456066 = -198474.216536
  nChanged 15
		SP:Iteration 11Q (196439.320000 sec): 3 clusters
  Score: Raw -200982.953225 + Penalty 2495.456066 = -198487.497160
  nChanged 14
		SP:Iteration 12Q (196439.470000 sec): 3 clusters
  Score: Raw -200993.012284 + Penalty 2495.456066 = -198497.556218
  nChanged 11
		SP:Iteration 13Q (196439.620000 sec): 3 clusters
  Score: Raw -200998.991486 + Penalty 2495.456066 = -198503.535420
  nChanged 10
		SP:Iteration 14Q (196439.760000 sec): 3 clusters
  Score: Raw -201004.924242 + Penalty 2495.456066 = -198509.468177
  nChanged 7
		SP:Iteration 15Q (196439.910000 sec): 3 clusters
  Score: Raw -201009.095713 + Penalty 2495.456066 = -198513.639647
  nChanged 6
		SP:Iteration 16Q (196440.060000 sec): 3 clusters
  Score: Raw -201012.124244 + Penalty 2495.456066 = -198516.668178
  nChanged 2
		SP:Iteration 17Q (196440.220000 sec): 3 clusters
  Score: Raw -201013.219263 + Penalty 2495.456066 = -198517.763198
  nChanged 2
		SP:Iteration 18Q (196440.360000 sec): 3 clusters
  Score: Raw -201013.757246 + Penalty 2495.456066 = -198518.301181
  nChanged 1
		SP:Iteration 19Q (196440.520000 sec): 3 clusters
  Score: Raw -201014.377267 + Penalty 2495.456066 = -198518.921201
  nChanged 1
		SP:Iteration 20F (196440.670000 sec): 3 clusters
  Score: Raw -201014.864141 + Penalty 2495.456066 = -198519.408075
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 33 (4614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196440.800000 sec): 2 clusters
  Score: Raw -452405.011556 + Penalty 1370.988196 = -451034.023359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196441.010000 sec): 3 clusters
  Score: Raw -450097.002000 + Penalty 2741.976393 = -447355.025607
  nChanged 1855
		SP:Iteration 1F (196441.180000 sec): 3 clusters
  Score: Raw -451130.768834 + Penalty 2741.976393 = -448388.792441
  nChanged 427
		SP:Iteration 2F (196441.350000 sec): 3 clusters
  Score: Raw -451407.216008 + Penalty 2741.976393 = -448665.239616
  nChanged 324
		SP:Iteration 3F (196441.530000 sec): 3 clusters
  Score: Raw -451621.752057 + Penalty 2741.976393 = -448879.775664
  nChanged 286
		SP:Iteration 4F (196441.700000 sec): 3 clusters
  Score: Raw -451835.270521 + Penalty 2741.976393 = -449093.294128
  nChanged 270
		SP:Iteration 5F (196441.880000 sec): 3 clusters
  Score: Raw -452037.098216 + Penalty 2741.976393 = -449295.121823
  nChanged 228
		SP:Iteration 6Q (196442.060000 sec): 3 clusters
  Score: Raw -452195.742558 + Penalty 2741.976393 = -449453.766165
  nChanged 186
		SP:Iteration 7Q (196442.230000 sec): 3 clusters
  Score: Raw -452319.858727 + Penalty 2741.976393 = -449577.882334
  nChanged 147
		SP:Iteration 8Q (196442.410000 sec): 3 clusters
  Score: Raw -452418.318542 + Penalty 2741.976393 = -449676.342149
  nChanged 111
		SP:Iteration 9Q (196442.580000 sec): 3 clusters
  Score: Raw -452481.561746 + Penalty 2741.976393 = -449739.585354
  nChanged 85
		SP:Iteration 10Q (196442.760000 sec): 3 clusters
  Score: Raw -452525.209412 + Penalty 2741.976393 = -449783.233019
  nChanged 57
		SP:Iteration 11Q (196442.930000 sec): 3 clusters
  Score: Raw -452556.055389 + Penalty 2741.976393 = -449814.078997
  nChanged 55
		SP:Iteration 12Q (196443.110000 sec): 3 clusters
  Score: Raw -452585.978872 + Penalty 2741.976393 = -449844.002479
  nChanged 51
		SP:Iteration 13Q (196443.290000 sec): 3 clusters
  Score: Raw -452609.258985 + Penalty 2741.976393 = -449867.282592
  nChanged 27
		SP:Iteration 14Q (196443.480000 sec): 3 clusters
  Score: Raw -452621.524148 + Penalty 2741.976393 = -449879.547755
  nChanged 29
		SP:Iteration 15Q (196443.710000 sec): 3 clusters
  Score: Raw -452635.315445 + Penalty 2741.976393 = -449893.339052
  nChanged 17
		SP:Iteration 16Q (196443.860000 sec): 3 clusters
  Score: Raw -452643.047383 + Penalty 2741.976393 = -449901.070991
  nChanged 16
		SP:Iteration 17Q (196444.090000 sec): 3 clusters
  Score: Raw -452650.793994 + Penalty 2741.976393 = -449908.817601
  nChanged 18
		SP:Iteration 18Q (196444.240000 sec): 3 clusters
  Score: Raw -452657.488961 + Penalty 2741.976393 = -449915.512569
  nChanged 17
		SP:Iteration 19Q (196444.410000 sec): 3 clusters
  Score: Raw -452668.715193 + Penalty 2741.976393 = -449926.738800
  nChanged 18
		SP:Iteration 20F (196444.590000 sec): 3 clusters
  Score: Raw -452677.462972 + Penalty 2741.976393 = -449935.486580
  nChanged 15
		SP:Iteration 21Q (196444.760000 sec): 3 clusters
  Score: Raw -452683.828040 + Penalty 2741.976393 = -449941.851647
  nChanged 14
		SP:Iteration 22Q (196444.940000 sec): 3 clusters
  Score: Raw -452691.200513 + Penalty 2741.976393 = -449949.224120
  nChanged 15
		SP:Iteration 23Q (196445.120000 sec): 3 clusters
  Score: Raw -452698.558381 + Penalty 2741.976393 = -449956.581988
  nChanged 13
		SP:Iteration 24Q (196445.290000 sec): 3 clusters
  Score: Raw -452705.245443 + Penalty 2741.976393 = -449963.269050
  nChanged 7
		SP:Iteration 25Q (196445.470000 sec): 3 clusters
  Score: Raw -452708.344911 + Penalty 2741.976393 = -449966.368519
  nChanged 12
		SP:Iteration 26Q (196445.640000 sec): 3 clusters
  Score: Raw -452714.867180 + Penalty 2741.976393 = -449972.890788
  nChanged 10
		SP:Iteration 27Q (196445.820000 sec): 3 clusters
  Score: Raw -452720.015195 + Penalty 2741.976393 = -449978.038802
  nChanged 9
		SP:Iteration 28Q (196446.000000 sec): 3 clusters
  Score: Raw -452723.865459 + Penalty 2741.976393 = -449981.889066
  nChanged 9
		SP:Iteration 29Q (196446.170000 sec): 3 clusters
  Score: Raw -452728.166764 + Penalty 2741.976393 = -449986.190372
  nChanged 12
		SP:Iteration 30Q (196446.350000 sec): 3 clusters
  Score: Raw -452734.161598 + Penalty 2741.976393 = -449992.185205
  nChanged 11
		SP:Iteration 31Q (196446.520000 sec): 3 clusters
  Score: Raw -452740.109299 + Penalty 2741.976393 = -449998.132907
  nChanged 11
		SP:Iteration 32Q (196446.700000 sec): 3 clusters
  Score: Raw -452743.801425 + Penalty 2741.976393 = -450001.825033
  nChanged 4
		SP:Iteration 33Q (196446.880000 sec): 3 clusters
  Score: Raw -452744.757626 + Penalty 2741.976393 = -450002.781233
  nChanged 4
		SP:Iteration 34Q (196447.050000 sec): 3 clusters
  Score: Raw -452746.272380 + Penalty 2741.976393 = -450004.295988
  nChanged 4
		SP:Iteration 35Q (196447.230000 sec): 3 clusters
  Score: Raw -452748.103803 + Penalty 2741.976393 = -450006.127410
  nChanged 4
		SP:Iteration 36Q (196447.400000 sec): 3 clusters
  Score: Raw -452750.007975 + Penalty 2741.976393 = -450008.031582
  nChanged 2
		SP:Iteration 37Q (196447.580000 sec): 3 clusters
  Score: Raw -452750.428495 + Penalty 2741.976393 = -450008.452102
  nChanged 0
		SP:Iteration 38F (196447.760000 sec): 3 clusters
  Score: Raw -452750.428495 + Penalty 2741.976393 = -450008.452102
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 34 (952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196447.840000 sec): 2 clusters
  Score: Raw -74047.324167 + Penalty 1114.516818 = -72932.807349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196448.020000 sec): 3 clusters
  Score: Raw -73780.282884 + Penalty 2229.033636 = -71551.249247
  nChanged 294
		SP:Iteration 1F (196448.190000 sec): 3 clusters
  Score: Raw -74205.550968 + Penalty 2229.033636 = -71976.517332
  nChanged 115
		SP:Iteration 2F (196448.370000 sec): 3 clusters
  Score: Raw -74475.554481 + Penalty 2229.033636 = -72246.520845
  nChanged 77
		SP:Iteration 3F (196448.540000 sec): 3 clusters
  Score: Raw -74636.079551 + Penalty 2229.033636 = -72407.045915
  nChanged 48
		SP:Iteration 4F (196448.720000 sec): 3 clusters
  Score: Raw -74726.179717 + Penalty 2229.033636 = -72497.146081
  nChanged 23
		SP:Iteration 5Q (196448.900000 sec): 3 clusters
  Score: Raw -74790.114560 + Penalty 2229.033636 = -72561.080924
  nChanged 27
		SP:Iteration 6Q (196449.070000 sec): 3 clusters
  Score: Raw -74867.033450 + Penalty 2229.033636 = -72637.999813
  nChanged 19
		SP:Iteration 7Q (196449.250000 sec): 3 clusters
  Score: Raw -74913.552482 + Penalty 2229.033636 = -72684.518846
  nChanged 21
		SP:Iteration 8Q (196449.420000 sec): 3 clusters
  Score: Raw -74957.562188 + Penalty 2229.033636 = -72728.528552
  nChanged 15
		SP:Iteration 9Q (196449.600000 sec): 3 clusters
  Score: Raw -74977.652465 + Penalty 2229.033636 = -72748.618829
  nChanged 9
		SP:Iteration 10Q (196449.780000 sec): 3 clusters
  Score: Raw -74986.359031 + Penalty 2229.033636 = -72757.325395
  nChanged 2
		SP:Iteration 11Q (196449.950000 sec): 3 clusters
  Score: Raw -74988.204746 + Penalty 2229.033636 = -72759.171110
  nChanged 1
		SP:Iteration 12Q (196450.130000 sec): 3 clusters
  Score: Raw -74991.361562 + Penalty 2229.033636 = -72762.327926
  nChanged 2
		SP:Iteration 13Q (196450.300000 sec): 3 clusters
  Score: Raw -74996.519080 + Penalty 2229.033636 = -72767.485444
  nChanged 4
		SP:Iteration 14Q (196450.480000 sec): 3 clusters
  Score: Raw -75003.799105 + Penalty 2229.033636 = -72774.765469
  nChanged 1
		SP:Iteration 15Q (196450.650000 sec): 3 clusters
  Score: Raw -75005.817093 + Penalty 2229.033636 = -72776.783457
  nChanged 1
		SP:Iteration 16Q (196450.830000 sec): 3 clusters
  Score: Raw -75006.828259 + Penalty 2229.033636 = -72777.794623
  nChanged 0
		SP:Iteration 17F (196451.000000 sec): 3 clusters
  Score: Raw -75006.828259 + Penalty 2229.033636 = -72777.794623
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 35 (3260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196451.080000 sec): 2 clusters
  Score: Raw -239696.684661 + Penalty 1314.540902 = -238382.143758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196451.250000 sec): 3 clusters
  Score: Raw -238221.308034 + Penalty 2629.081804 = -235592.226230
  nChanged 1238
		SP:Iteration 1F (196451.430000 sec): 3 clusters
  Score: Raw -239213.091397 + Penalty 2629.081804 = -236584.009593
  nChanged 351
		SP:Iteration 2F (196451.600000 sec): 3 clusters
  Score: Raw -239620.653413 + Penalty 2629.081804 = -236991.571609
  nChanged 255
		SP:Iteration 3F (196451.780000 sec): 3 clusters
  Score: Raw -239879.293863 + Penalty 2629.081804 = -237250.212058
  nChanged 153
		SP:Iteration 4Q (196451.960000 sec): 3 clusters
  Score: Raw -240001.252175 + Penalty 2629.081804 = -237372.170371
  nChanged 117
		SP:Iteration 5Q (196452.130000 sec): 3 clusters
  Score: Raw -240105.148240 + Penalty 2629.081804 = -237476.066436
  nChanged 103
		SP:Iteration 6Q (196452.300000 sec): 3 clusters
  Score: Raw -240180.786281 + Penalty 2629.081804 = -237551.704477
  nChanged 74
		SP:Iteration 7Q (196452.480000 sec): 3 clusters
  Score: Raw -240229.230347 + Penalty 2629.081804 = -237600.148543
  nChanged 55
		SP:Iteration 8Q (196452.660000 sec): 3 clusters
  Score: Raw -240256.109283 + Penalty 2629.081804 = -237627.027479
  nChanged 45
		SP:Iteration 9Q (196452.830000 sec): 3 clusters
  Score: Raw -240274.846114 + Penalty 2629.081804 = -237645.764310
  nChanged 42
		SP:Iteration 10Q (196453.010000 sec): 3 clusters
  Score: Raw -240298.410778 + Penalty 2629.081804 = -237669.328974
  nChanged 38
		SP:Iteration 11Q (196453.180000 sec): 3 clusters
  Score: Raw -240318.604877 + Penalty 2629.081804 = -237689.523073
  nChanged 24
		SP:Iteration 12Q (196453.360000 sec): 3 clusters
  Score: Raw -240327.772960 + Penalty 2629.081804 = -237698.691156
  nChanged 25
		SP:Iteration 13Q (196453.540000 sec): 3 clusters
  Score: Raw -240338.351085 + Penalty 2629.081804 = -237709.269281
  nChanged 20
		SP:Iteration 14Q (196453.710000 sec): 3 clusters
  Score: Raw -240346.495971 + Penalty 2629.081804 = -237717.414167
  nChanged 16
		SP:Iteration 15Q (196453.890000 sec): 3 clusters
  Score: Raw -240354.478290 + Penalty 2629.081804 = -237725.396486
  nChanged 21
		SP:Iteration 16Q (196454.060000 sec): 3 clusters
  Score: Raw -240361.579116 + Penalty 2629.081804 = -237732.497312
  nChanged 20
		SP:Iteration 17Q (196454.240000 sec): 3 clusters
  Score: Raw -240369.027038 + Penalty 2629.081804 = -237739.945234
  nChanged 13
		SP:Iteration 18Q (196454.420000 sec): 3 clusters
  Score: Raw -240372.669297 + Penalty 2629.081804 = -237743.587493
  nChanged 9
		SP:Iteration 19Q (196454.640000 sec): 3 clusters
  Score: Raw -240374.606956 + Penalty 2629.081804 = -237745.525152
  nChanged 5
		SP:Iteration 20F (196454.760000 sec): 3 clusters
  Score: Raw -240375.856325 + Penalty 2629.081804 = -237746.774521
  nChanged 6
		SP:Iteration 21Q (196454.820000 sec): 3 clusters
  Score: Raw -240377.890141 + Penalty 2629.081804 = -237748.808337
  nChanged 6
		SP:Iteration 22Q (196454.880000 sec): 3 clusters
  Score: Raw -240378.901721 + Penalty 2629.081804 = -237749.819917
  nChanged 1
		SP:Iteration 23Q (196454.940000 sec): 3 clusters
  Score: Raw -240379.188257 + Penalty 2629.081804 = -237750.106453
  nChanged 3
		SP:Iteration 24Q (196455.000000 sec): 3 clusters
  Score: Raw -240379.980593 + Penalty 2629.081804 = -237750.898789
  nChanged 4
		SP:Iteration 25Q (196455.060000 sec): 3 clusters
  Score: Raw -240381.410198 + Penalty 2629.081804 = -237752.328394
  nChanged 5
		SP:Iteration 26Q (196455.120000 sec): 3 clusters
  Score: Raw -240382.419333 + Penalty 2629.081804 = -237753.337528
  nChanged 1
		SP:Iteration 27Q (196455.180000 sec): 3 clusters
  Score: Raw -240382.637237 + Penalty 2629.081804 = -237753.555433
  nChanged 3
		SP:Iteration 28Q (196455.240000 sec): 3 clusters
  Score: Raw -240383.287283 + Penalty 2629.081804 = -237754.205479
  nChanged 3
		SP:Iteration 29Q (196455.300000 sec): 3 clusters
  Score: Raw -240384.883313 + Penalty 2629.081804 = -237755.801509
  nChanged 4
		SP:Iteration 30Q (196455.360000 sec): 3 clusters
  Score: Raw -240386.724393 + Penalty 2629.081804 = -237757.642589
  nChanged 4
		SP:Iteration 31Q (196455.420000 sec): 3 clusters
  Score: Raw -240388.306045 + Penalty 2629.081804 = -237759.224241
  nChanged 4
		SP:Iteration 32Q (196455.480000 sec): 3 clusters
  Score: Raw -240389.363041 + Penalty 2629.081804 = -237760.281237
  nChanged 4
		SP:Iteration 33Q (196455.540000 sec): 3 clusters
  Score: Raw -240391.729200 + Penalty 2629.081804 = -237762.647395
  nChanged 6
		SP:Iteration 34Q (196455.640000 sec): 3 clusters
  Score: Raw -240394.237130 + Penalty 2629.081804 = -237765.155326
  nChanged 9
		SP:Iteration 35Q (196455.820000 sec): 3 clusters
  Score: Raw -240396.110009 + Penalty 2629.081804 = -237767.028205
  nChanged 2
		SP:Iteration 36Q (196455.990000 sec): 3 clusters
  Score: Raw -240396.312323 + Penalty 2629.081804 = -237767.230519
  nChanged 1
		SP:Iteration 37Q (196456.170000 sec): 3 clusters
  Score: Raw -240396.435298 + Penalty 2629.081804 = -237767.353494
  nChanged 1
		SP:Iteration 38Q (196456.340000 sec): 3 clusters
  Score: Raw -240397.246185 + Penalty 2629.081804 = -237768.164381
  nChanged 1
		SP:Iteration 39Q (196456.520000 sec): 3 clusters
  Score: Raw -240397.373627 + Penalty 2629.081804 = -237768.291823
  nChanged 2
		SP:Iteration 40F (196456.700000 sec): 3 clusters
  Score: Raw -240397.897563 + Penalty 2629.081804 = -237768.815759
  nChanged 5
		SP:Iteration 41Q (196456.870000 sec): 3 clusters
  Score: Raw -240400.635292 + Penalty 2629.081804 = -237771.553488
  nChanged 8
		SP:Iteration 42Q (196457.050000 sec): 3 clusters
  Score: Raw -240403.482741 + Penalty 2629.081804 = -237774.400936
  nChanged 7
		SP:Iteration 43Q (196457.220000 sec): 3 clusters
  Score: Raw -240405.788143 + Penalty 2629.081804 = -237776.706339
  nChanged 9
		SP:Iteration 44Q (196457.400000 sec): 3 clusters
  Score: Raw -240408.709031 + Penalty 2629.081804 = -237779.627227
  nChanged 6
		SP:Iteration 45Q (196457.580000 sec): 3 clusters
  Score: Raw -240411.153281 + Penalty 2629.081804 = -237782.071477
  nChanged 9
		SP:Iteration 46Q (196457.750000 sec): 3 clusters
  Score: Raw -240415.884369 + Penalty 2629.081804 = -237786.802565
  nChanged 12
		SP:Iteration 47Q (196457.930000 sec): 3 clusters
  Score: Raw -240420.150085 + Penalty 2629.081804 = -237791.068281
  nChanged 7
		SP:Iteration 48Q (196458.100000 sec): 3 clusters
  Score: Raw -240422.756664 + Penalty 2629.081804 = -237793.674860
  nChanged 5
		SP:Iteration 49Q (196458.280000 sec): 3 clusters
  Score: Raw -240426.052568 + Penalty 2629.081804 = -237796.970764
  nChanged 9
		SP:Iteration 50Q (196458.460000 sec): 3 clusters
  Score: Raw -240430.134962 + Penalty 2629.081804 = -237801.053157
  nChanged 17
		SP:Iteration 51Q (196458.630000 sec): 3 clusters
  Score: Raw -240436.963557 + Penalty 2629.081804 = -237807.881753
  nChanged 12
		SP:Iteration 52Q (196458.810000 sec): 3 clusters
  Score: Raw -240441.833466 + Penalty 2629.081804 = -237812.751662
  nChanged 6
		SP:Iteration 53Q (196458.880000 sec): 3 clusters
  Score: Raw -240444.143136 + Penalty 2629.081804 = -237815.061332
  nChanged 9
		SP:Iteration 54Q (196458.940000 sec): 3 clusters
  Score: Raw -240448.082778 + Penalty 2629.081804 = -237819.000974
  nChanged 12
		SP:Iteration 55Q (196459.000000 sec): 3 clusters
  Score: Raw -240451.534611 + Penalty 2629.081804 = -237822.452807
  nChanged 12
		SP:Iteration 56Q (196459.060000 sec): 3 clusters
  Score: Raw -240454.975362 + Penalty 2629.081804 = -237825.893557
  nChanged 8
		SP:Iteration 57Q (196459.120000 sec): 3 clusters
  Score: Raw -240456.327662 + Penalty 2629.081804 = -237827.245858
  nChanged 2
		SP:Iteration 58Q (196459.180000 sec): 3 clusters
  Score: Raw -240456.734319 + Penalty 2629.081804 = -237827.652515
  nChanged 2
		SP:Iteration 59Q (196459.240000 sec): 3 clusters
  Score: Raw -240457.135794 + Penalty 2629.081804 = -237828.053990
  nChanged 1
		SP:Iteration 60F (196459.300000 sec): 3 clusters
  Score: Raw -240457.615867 + Penalty 2629.081804 = -237828.534063
  nChanged 3
		SP:Iteration 61Q (196459.360000 sec): 3 clusters
  Score: Raw -240458.791793 + Penalty 2629.081804 = -237829.709989
  nChanged 4
		SP:Iteration 62Q (196459.420000 sec): 3 clusters
  Score: Raw -240459.918903 + Penalty 2629.081804 = -237830.837099
  nChanged 3
		SP:Iteration 63Q (196459.480000 sec): 3 clusters
  Score: Raw -240460.380983 + Penalty 2629.081804 = -237831.299179
  nChanged 2
		SP:Iteration 64Q (196459.540000 sec): 3 clusters
  Score: Raw -240460.847836 + Penalty 2629.081804 = -237831.766032
  nChanged 1
		SP:Iteration 65Q (196459.600000 sec): 3 clusters
  Score: Raw -240461.853752 + Penalty 2629.081804 = -237832.771948
  nChanged 6
		SP:Iteration 66Q (196459.650000 sec): 3 clusters
  Score: Raw -240464.319560 + Penalty 2629.081804 = -237835.237755
  nChanged 7
		SP:Iteration 67Q (196459.710000 sec): 3 clusters
  Score: Raw -240466.933885 + Penalty 2629.081804 = -237837.852081
  nChanged 8
		SP:Iteration 68Q (196459.770000 sec): 3 clusters
  Score: Raw -240469.590693 + Penalty 2629.081804 = -237840.508889
  nChanged 9
		SP:Iteration 69Q (196459.830000 sec): 3 clusters
  Score: Raw -240473.613571 + Penalty 2629.081804 = -237844.531767
  nChanged 10
		SP:Iteration 70Q (196459.890000 sec): 3 clusters
  Score: Raw -240478.363105 + Penalty 2629.081804 = -237849.281301
  nChanged 11
		SP:Iteration 71Q (196459.950000 sec): 3 clusters
  Score: Raw -240482.595794 + Penalty 2629.081804 = -237853.513990
  nChanged 10
		SP:Iteration 72Q (196460.010000 sec): 3 clusters
  Score: Raw -240486.931197 + Penalty 2629.081804 = -237857.849393
  nChanged 12
		SP:Iteration 73Q (196460.070000 sec): 3 clusters
  Score: Raw -240490.556263 + Penalty 2629.081804 = -237861.474459
  nChanged 6
		SP:Iteration 74Q (196460.130000 sec): 3 clusters
  Score: Raw -240491.529290 + Penalty 2629.081804 = -237862.447486
  nChanged 4
		SP:Iteration 75Q (196460.190000 sec): 3 clusters
  Score: Raw -240492.178419 + Penalty 2629.081804 = -237863.096615
  nChanged 2
		SP:Iteration 76Q (196460.250000 sec): 3 clusters
  Score: Raw -240492.554105 + Penalty 2629.081804 = -237863.472301
  nChanged 0
		SP:Iteration 77F (196460.310000 sec): 3 clusters
  Score: Raw -240492.554105 + Penalty 2629.081804 = -237863.472301
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 36 (1855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196460.380000 sec): 2 clusters
  Score: Raw -158099.700034 + Penalty 1222.916496 = -156876.783538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196460.410000 sec): 3 clusters
  Score: Raw -157322.348863 + Penalty 2445.832992 = -154876.515871
  nChanged 679
		SP:Iteration 1F (196460.450000 sec): 3 clusters
  Score: Raw -157796.498750 + Penalty 2445.832992 = -155350.665758
  nChanged 145
		SP:Iteration 2F (196460.490000 sec): 3 clusters
  Score: Raw -157940.176278 + Penalty 2445.832992 = -155494.343286
  nChanged 103
		SP:Iteration 3F (196460.530000 sec): 3 clusters
  Score: Raw -158035.997584 + Penalty 2445.832992 = -155590.164592
  nChanged 82
		SP:Iteration 4Q (196460.570000 sec): 3 clusters
  Score: Raw -158125.546266 + Penalty 2445.832992 = -155679.713274
  nChanged 79
		SP:Iteration 5Q (196460.610000 sec): 3 clusters
  Score: Raw -158198.550801 + Penalty 2445.832992 = -155752.717809
  nChanged 64
		SP:Iteration 6Q (196460.650000 sec): 3 clusters
  Score: Raw -158260.834770 + Penalty 2445.832992 = -155815.001778
  nChanged 44
		SP:Iteration 7Q (196460.690000 sec): 3 clusters
  Score: Raw -158310.705366 + Penalty 2445.832992 = -155864.872374
  nChanged 54
		SP:Iteration 8Q (196460.730000 sec): 3 clusters
  Score: Raw -158363.625915 + Penalty 2445.832992 = -155917.792923
  nChanged 53
		SP:Iteration 9Q (196460.760000 sec): 3 clusters
  Score: Raw -158420.229740 + Penalty 2445.832992 = -155974.396748
  nChanged 50
		SP:Iteration 10Q (196460.800000 sec): 3 clusters
  Score: Raw -158470.172658 + Penalty 2445.832992 = -156024.339666
  nChanged 43
		SP:Iteration 11Q (196460.840000 sec): 3 clusters
  Score: Raw -158511.227264 + Penalty 2445.832992 = -156065.394272
  nChanged 37
		SP:Iteration 12Q (196460.880000 sec): 3 clusters
  Score: Raw -158539.615264 + Penalty 2445.832992 = -156093.782272
  nChanged 27
		SP:Iteration 13Q (196460.920000 sec): 3 clusters
  Score: Raw -158567.998028 + Penalty 2445.832992 = -156122.165036
  nChanged 27
		SP:Iteration 14Q (196460.960000 sec): 3 clusters
  Score: Raw -158599.024844 + Penalty 2445.832992 = -156153.191852
  nChanged 25
		SP:Iteration 15Q (196461.000000 sec): 3 clusters
  Score: Raw -158627.158313 + Penalty 2445.832992 = -156181.325321
  nChanged 22
		SP:Iteration 16Q (196461.040000 sec): 3 clusters
  Score: Raw -158652.225291 + Penalty 2445.832992 = -156206.392299
  nChanged 15
		SP:Iteration 17Q (196461.080000 sec): 3 clusters
  Score: Raw -158671.259709 + Penalty 2445.832992 = -156225.426717
  nChanged 22
		SP:Iteration 18Q (196461.120000 sec): 3 clusters
  Score: Raw -158691.625401 + Penalty 2445.832992 = -156245.792409
  nChanged 18
		SP:Iteration 19Q (196461.160000 sec): 3 clusters
  Score: Raw -158704.278073 + Penalty 2445.832992 = -156258.445081
  nChanged 21
		SP:Iteration 20F (196461.200000 sec): 3 clusters
  Score: Raw -158723.604467 + Penalty 2445.832992 = -156277.771475
  nChanged 16
		SP:Iteration 21Q (196461.230000 sec): 3 clusters
  Score: Raw -158736.748286 + Penalty 2445.832992 = -156290.915294
  nChanged 14
		SP:Iteration 22Q (196461.270000 sec): 3 clusters
  Score: Raw -158751.795589 + Penalty 2445.832992 = -156305.962597
  nChanged 15
		SP:Iteration 23Q (196461.310000 sec): 3 clusters
  Score: Raw -158762.333939 + Penalty 2445.832992 = -156316.500947
  nChanged 11
		SP:Iteration 24Q (196461.350000 sec): 3 clusters
  Score: Raw -158770.252277 + Penalty 2445.832992 = -156324.419285
  nChanged 8
		SP:Iteration 25Q (196461.390000 sec): 3 clusters
  Score: Raw -158777.026432 + Penalty 2445.832992 = -156331.193440
  nChanged 6
		SP:Iteration 26Q (196461.430000 sec): 3 clusters
  Score: Raw -158780.680185 + Penalty 2445.832992 = -156334.847193
  nChanged 5
		SP:Iteration 27Q (196461.470000 sec): 3 clusters
  Score: Raw -158782.752973 + Penalty 2445.832992 = -156336.919981
  nChanged 4
		SP:Iteration 28Q (196461.510000 sec): 3 clusters
  Score: Raw -158784.202647 + Penalty 2445.832992 = -156338.369655
  nChanged 2
		SP:Iteration 29Q (196461.550000 sec): 3 clusters
  Score: Raw -158785.478500 + Penalty 2445.832992 = -156339.645509
  nChanged 3
		SP:Iteration 30Q (196461.590000 sec): 3 clusters
  Score: Raw -158788.082411 + Penalty 2445.832992 = -156342.249419
  nChanged 4
		SP:Iteration 31Q (196461.630000 sec): 3 clusters
  Score: Raw -158790.575119 + Penalty 2445.832992 = -156344.742128
  nChanged 2
		SP:Iteration 32Q (196461.670000 sec): 3 clusters
  Score: Raw -158791.388760 + Penalty 2445.832992 = -156345.555768
  nChanged 2
		SP:Iteration 33Q (196461.700000 sec): 3 clusters
  Score: Raw -158792.039689 + Penalty 2445.832992 = -156346.206697
  nChanged 2
		SP:Iteration 34Q (196461.740000 sec): 3 clusters
  Score: Raw -158793.957099 + Penalty 2445.832992 = -156348.124107
  nChanged 3
		SP:Iteration 35Q (196461.780000 sec): 3 clusters
  Score: Raw -158796.155051 + Penalty 2445.832992 = -156350.322059
  nChanged 3
		SP:Iteration 36Q (196461.820000 sec): 3 clusters
  Score: Raw -158798.550073 + Penalty 2445.832992 = -156352.717081
  nChanged 4
		SP:Iteration 37Q (196461.860000 sec): 3 clusters
  Score: Raw -158801.500967 + Penalty 2445.832992 = -156355.667975
  nChanged 2
		SP:Iteration 38Q (196461.900000 sec): 3 clusters
  Score: Raw -158802.347673 + Penalty 2445.832992 = -156356.514681
  nChanged 2
		SP:Iteration 39Q (196461.930000 sec): 3 clusters
  Score: Raw -158803.562842 + Penalty 2445.832992 = -156357.729850
  nChanged 1
		SP:Iteration 40F (196461.970000 sec): 3 clusters
  Score: Raw -158804.267003 + Penalty 2445.832992 = -156358.434011
  nChanged 1
		SP:Iteration 41Q (196462.130000 sec): 3 clusters
  Score: Raw -158805.274837 + Penalty 2445.832992 = -156359.441846
  nChanged 2
		SP:Iteration 42Q (196462.300000 sec): 3 clusters
  Score: Raw -158806.653298 + Penalty 2445.832992 = -156360.820306
  nChanged 2
		SP:Iteration 43Q (196462.480000 sec): 3 clusters
  Score: Raw -158808.252277 + Penalty 2445.832992 = -156362.419285
  nChanged 2
		SP:Iteration 44Q (196462.650000 sec): 3 clusters
  Score: Raw -158809.908487 + Penalty 2445.832992 = -156364.075495
  nChanged 1
		SP:Iteration 45Q (196462.830000 sec): 3 clusters
  Score: Raw -158810.153099 + Penalty 2445.832992 = -156364.320107
  nChanged 0
		SP:Iteration 46F (196463.000000 sec): 3 clusters
  Score: Raw -158810.153099 + Penalty 2445.832992 = -156364.320107
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 37 (4672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196463.100000 sec): 2 clusters
  Score: Raw -477584.947769 + Penalty 1373.018160 = -476211.929609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196463.270000 sec): 3 clusters
  Score: Raw -475163.103589 + Penalty 2746.036320 = -472417.067269
  nChanged 1843
		SP:Iteration 1F (196463.450000 sec): 3 clusters
  Score: Raw -476087.662134 + Penalty 2746.036320 = -473341.625813
  nChanged 309
		SP:Iteration 2F (196463.630000 sec): 3 clusters
  Score: Raw -476233.412688 + Penalty 2746.036320 = -473487.376368
  nChanged 209
		SP:Iteration 3Q (196463.800000 sec): 3 clusters
  Score: Raw -476324.732400 + Penalty 2746.036320 = -473578.696079
  nChanged 185
		SP:Iteration 4Q (196463.980000 sec): 3 clusters
  Score: Raw -476405.932732 + Penalty 2746.036320 = -473659.896412
  nChanged 160
		SP:Iteration 5Q (196464.150000 sec): 3 clusters
  Score: Raw -476471.326793 + Penalty 2746.036320 = -473725.290472
  nChanged 123
		SP:Iteration 6Q (196464.330000 sec): 3 clusters
  Score: Raw -476535.550232 + Penalty 2746.036320 = -473789.513912
  nChanged 132
		SP:Iteration 7Q (196464.510000 sec): 3 clusters
  Score: Raw -476599.510132 + Penalty 2746.036320 = -473853.473811
  nChanged 129
		SP:Iteration 8Q (196464.680000 sec): 3 clusters
  Score: Raw -476660.513228 + Penalty 2746.036320 = -473914.476907
  nChanged 128
		SP:Iteration 9Q (196464.900000 sec): 3 clusters
  Score: Raw -476727.639100 + Penalty 2746.036320 = -473981.602780
  nChanged 132
		SP:Iteration 10Q (196464.980000 sec): 3 clusters
  Score: Raw -476795.187195 + Penalty 2746.036320 = -474049.150875
  nChanged 139
		SP:Iteration 11Q (196465.070000 sec): 3 clusters
  Score: Raw -476871.453578 + Penalty 2746.036320 = -474125.417258
  nChanged 126
		SP:Iteration 12Q (196465.160000 sec): 3 clusters
  Score: Raw -476940.807758 + Penalty 2746.036320 = -474194.771438
  nChanged 135
		SP:Iteration 13Q (196465.240000 sec): 3 clusters
  Score: Raw -477037.326433 + Penalty 2746.036320 = -474291.290113
  nChanged 149
		SP:Iteration 14Q (196465.330000 sec): 3 clusters
  Score: Raw -477155.081756 + Penalty 2746.036320 = -474409.045435
  nChanged 143
		SP:Iteration 15Q (196465.410000 sec): 3 clusters
  Score: Raw -477257.682418 + Penalty 2746.036320 = -474511.646097
  nChanged 126
		SP:Iteration 16Q (196465.490000 sec): 3 clusters
  Score: Raw -477352.767215 + Penalty 2746.036320 = -474606.730894
  nChanged 107
		SP:Iteration 17Q (196465.580000 sec): 3 clusters
  Score: Raw -477430.785552 + Penalty 2746.036320 = -474684.749231
  nChanged 101
		SP:Iteration 18Q (196465.660000 sec): 3 clusters
  Score: Raw -477506.412990 + Penalty 2746.036320 = -474760.376669
  nChanged 96
		SP:Iteration 19Q (196465.750000 sec): 3 clusters
  Score: Raw -477586.011436 + Penalty 2746.036320 = -474839.975116
  nChanged 90
		SP:Iteration 20F (196465.830000 sec): 3 clusters
  Score: Raw -477675.760705 + Penalty 2746.036320 = -474929.724385
  nChanged 57
		SP:Iteration 21Q (196466.010000 sec): 3 clusters
  Score: Raw -477732.289755 + Penalty 2746.036320 = -474986.253435
  nChanged 47
		SP:Iteration 22Q (196466.190000 sec): 3 clusters
  Score: Raw -477777.891303 + Penalty 2746.036320 = -475031.854982
  nChanged 33
		SP:Iteration 23Q (196466.370000 sec): 3 clusters
  Score: Raw -477804.674933 + Penalty 2746.036320 = -475058.638612
  nChanged 27
		SP:Iteration 24Q (196466.540000 sec): 3 clusters
  Score: Raw -477821.889849 + Penalty 2746.036320 = -475075.853528
  nChanged 23
		SP:Iteration 25Q (196466.720000 sec): 3 clusters
  Score: Raw -477835.821108 + Penalty 2746.036320 = -475089.784788
  nChanged 18
		SP:Iteration 26Q (196466.890000 sec): 3 clusters
  Score: Raw -477846.790904 + Penalty 2746.036320 = -475100.754584
  nChanged 11
		SP:Iteration 27Q (196467.070000 sec): 3 clusters
  Score: Raw -477852.789293 + Penalty 2746.036320 = -475106.752972
  nChanged 9
		SP:Iteration 28Q (196467.240000 sec): 3 clusters
  Score: Raw -477857.115263 + Penalty 2746.036320 = -475111.078942
  nChanged 8
		SP:Iteration 29Q (196467.410000 sec): 3 clusters
  Score: Raw -477862.626000 + Penalty 2746.036320 = -475116.589680
  nChanged 4
		SP:Iteration 30Q (196467.570000 sec): 3 clusters
  Score: Raw -477865.159691 + Penalty 2746.036320 = -475119.123370
  nChanged 5
		SP:Iteration 31Q (196467.730000 sec): 3 clusters
  Score: Raw -477867.995196 + Penalty 2746.036320 = -475121.958875
  nChanged 3
		SP:Iteration 32Q (196467.890000 sec): 3 clusters
  Score: Raw -477869.596075 + Penalty 2746.036320 = -475123.559755
  nChanged 3
		SP:Iteration 33Q (196468.060000 sec): 3 clusters
  Score: Raw -477871.008144 + Penalty 2746.036320 = -475124.971823
  nChanged 2
		SP:Iteration 34Q (196468.220000 sec): 3 clusters
  Score: Raw -477872.137771 + Penalty 2746.036320 = -475126.101451
  nChanged 1
		SP:Iteration 35Q (196468.390000 sec): 3 clusters
  Score: Raw -477872.548244 + Penalty 2746.036320 = -475126.511923
  nChanged 0
		SP:Iteration 36F (196468.550000 sec): 3 clusters
  Score: Raw -477872.548244 + Penalty 2746.036320 = -475126.511923
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 38 (4815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196468.640000 sec): 2 clusters
  Score: Raw -346553.043681 + Penalty 1377.917340 = -345175.126341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196468.810000 sec): 3 clusters
  Score: Raw -344101.848683 + Penalty 2755.834680 = -341346.014003
  nChanged 1963
		SP:Iteration 1F (196468.990000 sec): 3 clusters
  Score: Raw -345479.070760 + Penalty 2755.834680 = -342723.236080
  nChanged 470
		SP:Iteration 2F (196469.170000 sec): 3 clusters
  Score: Raw -345871.550130 + Penalty 2755.834680 = -343115.715449
  nChanged 342
		SP:Iteration 3F (196469.340000 sec): 3 clusters
  Score: Raw -346141.457935 + Penalty 2755.834680 = -343385.623255
  nChanged 245
		SP:Iteration 4F (196469.520000 sec): 3 clusters
  Score: Raw -346294.958390 + Penalty 2755.834680 = -343539.123709
  nChanged 191
		SP:Iteration 5Q (196469.690000 sec): 3 clusters
  Score: Raw -346407.407528 + Penalty 2755.834680 = -343651.572848
  nChanged 154
		SP:Iteration 6Q (196469.870000 sec): 3 clusters
  Score: Raw -346498.953325 + Penalty 2755.834680 = -343743.118644
  nChanged 164
		SP:Iteration 7Q (196470.090000 sec): 3 clusters
  Score: Raw -346597.231308 + Penalty 2755.834680 = -343841.396628
  nChanged 129
		SP:Iteration 8Q (196470.270000 sec): 3 clusters
  Score: Raw -346672.322849 + Penalty 2755.834680 = -343916.488168
  nChanged 114
		SP:Iteration 9Q (196470.460000 sec): 3 clusters
  Score: Raw -346736.295076 + Penalty 2755.834680 = -343980.460396
  nChanged 91
		SP:Iteration 10Q (196470.640000 sec): 3 clusters
  Score: Raw -346790.444160 + Penalty 2755.834680 = -344034.609479
  nChanged 76
		SP:Iteration 11Q (196470.820000 sec): 3 clusters
  Score: Raw -346825.010555 + Penalty 2755.834680 = -344069.175874
  nChanged 52
		SP:Iteration 12Q (196470.970000 sec): 3 clusters
  Score: Raw -346845.566042 + Penalty 2755.834680 = -344089.731361
  nChanged 44
		SP:Iteration 13Q (196471.150000 sec): 3 clusters
  Score: Raw -346860.416027 + Penalty 2755.834680 = -344104.581346
  nChanged 35
		SP:Iteration 14Q (196471.320000 sec): 3 clusters
  Score: Raw -346876.596895 + Penalty 2755.834680 = -344120.762215
  nChanged 35
		SP:Iteration 15Q (196471.500000 sec): 3 clusters
  Score: Raw -346892.043962 + Penalty 2755.834680 = -344136.209282
  nChanged 39
		SP:Iteration 16Q (196471.700000 sec): 3 clusters
  Score: Raw -346908.415511 + Penalty 2755.834680 = -344152.580831
  nChanged 30
		SP:Iteration 17Q (196471.870000 sec): 3 clusters
  Score: Raw -346919.897325 + Penalty 2755.834680 = -344164.062645
  nChanged 23
		SP:Iteration 18Q (196472.050000 sec): 3 clusters
  Score: Raw -346929.159707 + Penalty 2755.834680 = -344173.325027
  nChanged 20
		SP:Iteration 19Q (196472.250000 sec): 3 clusters
  Score: Raw -346933.715266 + Penalty 2755.834680 = -344177.880586
  nChanged 14
		SP:Iteration 20F (196472.440000 sec): 3 clusters
  Score: Raw -346936.649043 + Penalty 2755.834680 = -344180.814363
  nChanged 9
		SP:Iteration 21Q (196472.610000 sec): 3 clusters
  Score: Raw -346940.113462 + Penalty 2755.834680 = -344184.278782
  nChanged 11
		SP:Iteration 22Q (196472.790000 sec): 3 clusters
  Score: Raw -346942.921727 + Penalty 2755.834680 = -344187.087047
  nChanged 7
		SP:Iteration 23Q (196472.970000 sec): 3 clusters
  Score: Raw -346946.017882 + Penalty 2755.834680 = -344190.183202
  nChanged 4
		SP:Iteration 24Q (196473.140000 sec): 3 clusters
  Score: Raw -346947.590843 + Penalty 2755.834680 = -344191.756162
  nChanged 8
		SP:Iteration 25Q (196473.320000 sec): 3 clusters
  Score: Raw -346949.701397 + Penalty 2755.834680 = -344193.866717
  nChanged 11
		SP:Iteration 26Q (196473.490000 sec): 3 clusters
  Score: Raw -346954.628524 + Penalty 2755.834680 = -344198.793843
  nChanged 14
		SP:Iteration 27Q (196473.670000 sec): 3 clusters
  Score: Raw -346959.015246 + Penalty 2755.834680 = -344203.180565
  nChanged 15
		SP:Iteration 28Q (196473.850000 sec): 3 clusters
  Score: Raw -346964.804610 + Penalty 2755.834680 = -344208.969930
  nChanged 12
		SP:Iteration 29Q (196474.020000 sec): 3 clusters
  Score: Raw -346968.211445 + Penalty 2755.834680 = -344212.376764
  nChanged 9
		SP:Iteration 30Q (196474.190000 sec): 3 clusters
  Score: Raw -346971.641418 + Penalty 2755.834680 = -344215.806738
  nChanged 8
		SP:Iteration 31Q (196474.410000 sec): 3 clusters
  Score: Raw -346973.455603 + Penalty 2755.834680 = -344217.620923
  nChanged 8
		SP:Iteration 32Q (196474.590000 sec): 3 clusters
  Score: Raw -346976.456455 + Penalty 2755.834680 = -344220.621775
  nChanged 10
		SP:Iteration 33Q (196474.740000 sec): 3 clusters
  Score: Raw -346979.894031 + Penalty 2755.834680 = -344224.059351
  nChanged 9
		SP:Iteration 34Q (196474.910000 sec): 3 clusters
  Score: Raw -346981.871181 + Penalty 2755.834680 = -344226.036501
  nChanged 6
		SP:Iteration 35Q (196475.090000 sec): 3 clusters
  Score: Raw -346983.752230 + Penalty 2755.834680 = -344227.917549
  nChanged 9
		SP:Iteration 36Q (196475.260000 sec): 3 clusters
  Score: Raw -346985.926412 + Penalty 2755.834680 = -344230.091732
  nChanged 8
		SP:Iteration 37Q (196475.440000 sec): 3 clusters
  Score: Raw -346988.503551 + Penalty 2755.834680 = -344232.668871
  nChanged 12
		SP:Iteration 38Q (196475.610000 sec): 3 clusters
  Score: Raw -346993.550420 + Penalty 2755.834680 = -344237.715740
  nChanged 11
		SP:Iteration 39Q (196475.790000 sec): 3 clusters
  Score: Raw -346997.643125 + Penalty 2755.834680 = -344241.808444
  nChanged 12
		SP:Iteration 40F (196475.970000 sec): 3 clusters
  Score: Raw -347002.975654 + Penalty 2755.834680 = -344247.140973
  nChanged 10
		SP:Iteration 41Q (196476.140000 sec): 3 clusters
  Score: Raw -347005.766687 + Penalty 2755.834680 = -344249.932007
  nChanged 12
		SP:Iteration 42Q (196476.320000 sec): 3 clusters
  Score: Raw -347009.138617 + Penalty 2755.834680 = -344253.303936
  nChanged 6
		SP:Iteration 43Q (196476.490000 sec): 3 clusters
  Score: Raw -347011.144005 + Penalty 2755.834680 = -344255.309325
  nChanged 7
		SP:Iteration 44Q (196476.670000 sec): 3 clusters
  Score: Raw -347012.511935 + Penalty 2755.834680 = -344256.677254
  nChanged 6
		SP:Iteration 45Q (196476.840000 sec): 3 clusters
  Score: Raw -347014.017269 + Penalty 2755.834680 = -344258.182588
  nChanged 4
		SP:Iteration 46Q (196477.020000 sec): 3 clusters
  Score: Raw -347015.068342 + Penalty 2755.834680 = -344259.233662
  nChanged 7
		SP:Iteration 47Q (196477.190000 sec): 3 clusters
  Score: Raw -347016.985773 + Penalty 2755.834680 = -344261.151093
  nChanged 5
		SP:Iteration 48Q (196477.370000 sec): 3 clusters
  Score: Raw -347018.295463 + Penalty 2755.834680 = -344262.460783
  nChanged 4
		SP:Iteration 49Q (196477.550000 sec): 3 clusters
  Score: Raw -347019.002827 + Penalty 2755.834680 = -344263.168147
  nChanged 5
		SP:Iteration 50Q (196477.720000 sec): 3 clusters
  Score: Raw -347020.376941 + Penalty 2755.834680 = -344264.542260
  nChanged 6
		SP:Iteration 51Q (196477.890000 sec): 3 clusters
  Score: Raw -347021.881734 + Penalty 2755.834680 = -344266.047053
  nChanged 8
		SP:Iteration 52Q (196478.070000 sec): 3 clusters
  Score: Raw -347024.448195 + Penalty 2755.834680 = -344268.613515
  nChanged 5
		SP:Iteration 53Q (196478.250000 sec): 3 clusters
  Score: Raw -347026.165023 + Penalty 2755.834680 = -344270.330342
  nChanged 7
		SP:Iteration 54Q (196478.420000 sec): 3 clusters
  Score: Raw -347029.351920 + Penalty 2755.834680 = -344273.517240
  nChanged 6
		SP:Iteration 55Q (196478.600000 sec): 3 clusters
  Score: Raw -347031.442629 + Penalty 2755.834680 = -344275.607949
  nChanged 8
		SP:Iteration 56Q (196478.770000 sec): 3 clusters
  Score: Raw -347033.505685 + Penalty 2755.834680 = -344277.671005
  nChanged 8
		SP:Iteration 57Q (196478.950000 sec): 3 clusters
  Score: Raw -347035.652818 + Penalty 2755.834680 = -344279.818138
  nChanged 4
		SP:Iteration 58Q (196479.130000 sec): 3 clusters
  Score: Raw -347036.365303 + Penalty 2755.834680 = -344280.530623
  nChanged 5
		SP:Iteration 59Q (196479.300000 sec): 3 clusters
  Score: Raw -347037.585019 + Penalty 2755.834680 = -344281.750339
  nChanged 2
		SP:Iteration 60F (196479.470000 sec): 3 clusters
  Score: Raw -347037.943164 + Penalty 2755.834680 = -344282.108483
  nChanged 1
		SP:Iteration 61Q (196479.650000 sec): 3 clusters
  Score: Raw -347038.424411 + Penalty 2755.834680 = -344282.589730
  nChanged 2
		SP:Iteration 62Q (196479.870000 sec): 3 clusters
  Score: Raw -347039.027952 + Penalty 2755.834680 = -344283.193272
  nChanged 0
		SP:Iteration 63F (196480.070000 sec): 3 clusters
  Score: Raw -347039.027952 + Penalty 2755.834680 = -344283.193272
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 39 (4438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196480.160000 sec): 2 clusters
  Score: Raw -306058.305728 + Penalty 1364.668354 = -304693.637374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196480.340000 sec): 3 clusters
  Score: Raw -303831.828786 + Penalty 2729.336709 = -301102.492077
  nChanged 1756
		SP:Iteration 1F (196480.510000 sec): 3 clusters
  Score: Raw -305130.760257 + Penalty 2729.336709 = -302401.423549
  nChanged 461
		SP:Iteration 2F (196480.690000 sec): 3 clusters
  Score: Raw -305653.654290 + Penalty 2729.336709 = -302924.317581
  nChanged 359
		SP:Iteration 3F (196480.870000 sec): 3 clusters
  Score: Raw -306001.099097 + Penalty 2729.336709 = -303271.762388
  nChanged 273
		SP:Iteration 4F (196481.040000 sec): 3 clusters
  Score: Raw -306214.707132 + Penalty 2729.336709 = -303485.370424
  nChanged 178
		SP:Iteration 5Q (196481.220000 sec): 3 clusters
  Score: Raw -306346.915182 + Penalty 2729.336709 = -303617.578473
  nChanged 147
		SP:Iteration 6Q (196481.440000 sec): 3 clusters
  Score: Raw -306435.316656 + Penalty 2729.336709 = -303705.979947
  nChanged 97
		SP:Iteration 7Q (196481.580000 sec): 3 clusters
  Score: Raw -306482.928933 + Penalty 2729.336709 = -303753.592224
  nChanged 79
		SP:Iteration 8Q (196481.760000 sec): 3 clusters
  Score: Raw -306515.670221 + Penalty 2729.336709 = -303786.333512
  nChanged 56
		SP:Iteration 9Q (196481.930000 sec): 3 clusters
  Score: Raw -306541.676652 + Penalty 2729.336709 = -303812.339944
  nChanged 46
		SP:Iteration 10Q (196482.110000 sec): 3 clusters
  Score: Raw -306560.253262 + Penalty 2729.336709 = -303830.916553
  nChanged 46
		SP:Iteration 11Q (196482.290000 sec): 3 clusters
  Score: Raw -306579.573583 + Penalty 2729.336709 = -303850.236874
  nChanged 35
		SP:Iteration 12Q (196482.460000 sec): 3 clusters
  Score: Raw -306592.928609 + Penalty 2729.336709 = -303863.591900
  nChanged 35
		SP:Iteration 13Q (196482.640000 sec): 3 clusters
  Score: Raw -306602.227591 + Penalty 2729.336709 = -303872.890882
  nChanged 25
		SP:Iteration 14Q (196482.810000 sec): 3 clusters
  Score: Raw -306608.158282 + Penalty 2729.336709 = -303878.821573
  nChanged 19
		SP:Iteration 15Q (196482.990000 sec): 3 clusters
  Score: Raw -306612.547554 + Penalty 2729.336709 = -303883.210845
  nChanged 17
		SP:Iteration 16Q (196483.170000 sec): 3 clusters
  Score: Raw -306616.770818 + Penalty 2729.336709 = -303887.434109
  nChanged 14
		SP:Iteration 17Q (196483.340000 sec): 3 clusters
  Score: Raw -306620.479034 + Penalty 2729.336709 = -303891.142325
  nChanged 16
		SP:Iteration 18Q (196483.520000 sec): 3 clusters
  Score: Raw -306626.224664 + Penalty 2729.336709 = -303896.887955
  nChanged 17
		SP:Iteration 19Q (196483.690000 sec): 3 clusters
  Score: Raw -306630.308210 + Penalty 2729.336709 = -303900.971502
  nChanged 18
		SP:Iteration 20F (196483.870000 sec): 3 clusters
  Score: Raw -306635.081321 + Penalty 2729.336709 = -303905.744613
  nChanged 17
		SP:Iteration 21Q (196484.050000 sec): 3 clusters
  Score: Raw -306638.936278 + Penalty 2729.336709 = -303909.599569
  nChanged 11
		SP:Iteration 22Q (196484.220000 sec): 3 clusters
  Score: Raw -306641.735916 + Penalty 2729.336709 = -303912.399207
  nChanged 7
		SP:Iteration 23Q (196484.390000 sec): 3 clusters
  Score: Raw -306643.749515 + Penalty 2729.336709 = -303914.412806
  nChanged 6
		SP:Iteration 24Q (196484.570000 sec): 3 clusters
  Score: Raw -306645.092613 + Penalty 2729.336709 = -303915.755904
  nChanged 2
		SP:Iteration 25Q (196484.750000 sec): 3 clusters
  Score: Raw -306645.353315 + Penalty 2729.336709 = -303916.016606
  nChanged 2
		SP:Iteration 26Q (196484.970000 sec): 3 clusters
  Score: Raw -306645.615296 + Penalty 2729.336709 = -303916.278588
  nChanged 2
		SP:Iteration 27Q (196485.120000 sec): 3 clusters
  Score: Raw -306646.016884 + Penalty 2729.336709 = -303916.680175
  nChanged 4
		SP:Iteration 28Q (196485.350000 sec): 3 clusters
  Score: Raw -306646.812185 + Penalty 2729.336709 = -303917.475476
  nChanged 5
		SP:Iteration 29Q (196485.510000 sec): 3 clusters
  Score: Raw -306647.978582 + Penalty 2729.336709 = -303918.641873
  nChanged 4
		SP:Iteration 30Q (196485.680000 sec): 3 clusters
  Score: Raw -306648.732041 + Penalty 2729.336709 = -303919.395332
  nChanged 2
		SP:Iteration 31Q (196485.860000 sec): 3 clusters
  Score: Raw -306649.279489 + Penalty 2729.336709 = -303919.942780
  nChanged 1
		SP:Iteration 32Q (196486.030000 sec): 3 clusters
  Score: Raw -306649.534375 + Penalty 2729.336709 = -303920.197666
  nChanged 2
		SP:Iteration 33Q (196486.210000 sec): 3 clusters
  Score: Raw -306650.072415 + Penalty 2729.336709 = -303920.735706
  nChanged 2
		SP:Iteration 34Q (196486.390000 sec): 3 clusters
  Score: Raw -306650.949578 + Penalty 2729.336709 = -303921.612869
  nChanged 3
		SP:Iteration 35Q (196486.560000 sec): 3 clusters
  Score: Raw -306652.015326 + Penalty 2729.336709 = -303922.678618
  nChanged 3
		SP:Iteration 36Q (196486.740000 sec): 3 clusters
  Score: Raw -306652.617642 + Penalty 2729.336709 = -303923.280933
  nChanged 2
		SP:Iteration 37Q (196486.910000 sec): 3 clusters
  Score: Raw -306652.837024 + Penalty 2729.336709 = -303923.500315
  nChanged 2
		SP:Iteration 38Q (196487.090000 sec): 3 clusters
  Score: Raw -306653.487712 + Penalty 2729.336709 = -303924.151004
  nChanged 1
		SP:Iteration 39Q (196487.270000 sec): 3 clusters
  Score: Raw -306653.556174 + Penalty 2729.336709 = -303924.219465
  nChanged 0
		SP:Iteration 40F (196487.440000 sec): 3 clusters
  Score: Raw -306653.556174 + Penalty 2729.336709 = -303924.219465
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 40 (2466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196487.510000 sec): 2 clusters
  Score: Raw -207218.874132 + Penalty 1269.182311 = -205949.691821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196487.690000 sec): 3 clusters
  Score: Raw -206083.532024 + Penalty 2538.364622 = -203545.167402
  nChanged 907
		SP:Iteration 1F (196487.870000 sec): 3 clusters
  Score: Raw -206645.880252 + Penalty 2538.364622 = -204107.515630
  nChanged 195
		SP:Iteration 2F (196488.040000 sec): 3 clusters
  Score: Raw -206788.027264 + Penalty 2538.364622 = -204249.662642
  nChanged 141
		SP:Iteration 3F (196488.220000 sec): 3 clusters
  Score: Raw -206894.159690 + Penalty 2538.364622 = -204355.795068
  nChanged 118
		SP:Iteration 4Q (196488.390000 sec): 3 clusters
  Score: Raw -206992.136175 + Penalty 2538.364622 = -204453.771553
  nChanged 122
		SP:Iteration 5Q (196488.570000 sec): 3 clusters
  Score: Raw -207090.428130 + Penalty 2538.364622 = -204552.063507
  nChanged 105
		SP:Iteration 6Q (196488.750000 sec): 3 clusters
  Score: Raw -207169.842050 + Penalty 2538.364622 = -204631.477428
  nChanged 96
		SP:Iteration 7Q (196488.920000 sec): 3 clusters
  Score: Raw -207231.867164 + Penalty 2538.364622 = -204693.502542
  nChanged 70
		SP:Iteration 8Q (196489.090000 sec): 3 clusters
  Score: Raw -207279.092581 + Penalty 2538.364622 = -204740.727958
  nChanged 59
		SP:Iteration 9Q (196489.270000 sec): 3 clusters
  Score: Raw -207321.889402 + Penalty 2538.364622 = -204783.524780
  nChanged 40
		SP:Iteration 10Q (196489.450000 sec): 3 clusters
  Score: Raw -207350.871603 + Penalty 2538.364622 = -204812.506981
  nChanged 40
		SP:Iteration 11Q (196489.620000 sec): 3 clusters
  Score: Raw -207374.604590 + Penalty 2538.364622 = -204836.239968
  nChanged 39
		SP:Iteration 12Q (196489.800000 sec): 3 clusters
  Score: Raw -207395.565935 + Penalty 2538.364622 = -204857.201313
  nChanged 33
		SP:Iteration 13Q (196489.970000 sec): 3 clusters
  Score: Raw -207414.108534 + Penalty 2538.364622 = -204875.743912
  nChanged 28
		SP:Iteration 14Q (196490.150000 sec): 3 clusters
  Score: Raw -207432.578927 + Penalty 2538.364622 = -204894.214305
  nChanged 31
		SP:Iteration 15Q (196490.330000 sec): 3 clusters
  Score: Raw -207459.193711 + Penalty 2538.364622 = -204920.829089
  nChanged 39
		SP:Iteration 16Q (196490.500000 sec): 3 clusters
  Score: Raw -207488.349753 + Penalty 2538.364622 = -204949.985131
  nChanged 44
		SP:Iteration 17Q (196490.680000 sec): 3 clusters
  Score: Raw -207522.084174 + Penalty 2538.364622 = -204983.719551
  nChanged 50
		SP:Iteration 18Q (196490.850000 sec): 3 clusters
  Score: Raw -207554.084883 + Penalty 2538.364622 = -205015.720260
  nChanged 47
		SP:Iteration 19Q (196491.030000 sec): 3 clusters
  Score: Raw -207590.848892 + Penalty 2538.364622 = -205052.484270
  nChanged 53
		SP:Iteration 20F (196491.210000 sec): 3 clusters
  Score: Raw -207627.232659 + Penalty 2538.364622 = -205088.868036
  nChanged 41
		SP:Iteration 21Q (196491.380000 sec): 3 clusters
  Score: Raw -207655.933134 + Penalty 2538.364622 = -205117.568512
  nChanged 47
		SP:Iteration 22Q (196491.560000 sec): 3 clusters
  Score: Raw -207685.613979 + Penalty 2538.364622 = -205147.249357
  nChanged 37
		SP:Iteration 23Q (196491.730000 sec): 3 clusters
  Score: Raw -207711.149627 + Penalty 2538.364622 = -205172.785004
  nChanged 39
		SP:Iteration 24Q (196491.910000 sec): 3 clusters
  Score: Raw -207743.029507 + Penalty 2538.364622 = -205204.664885
  nChanged 49
		SP:Iteration 25Q (196492.090000 sec): 3 clusters
  Score: Raw -207783.893674 + Penalty 2538.364622 = -205245.529052
  nChanged 51
		SP:Iteration 26Q (196492.260000 sec): 3 clusters
  Score: Raw -207823.954716 + Penalty 2538.364622 = -205285.590094
  nChanged 47
		SP:Iteration 27Q (196492.440000 sec): 3 clusters
  Score: Raw -207870.936211 + Penalty 2538.364622 = -205332.571588
  nChanged 44
		SP:Iteration 28Q (196492.610000 sec): 3 clusters
  Score: Raw -207924.124947 + Penalty 2538.364622 = -205385.760325
  nChanged 44
		SP:Iteration 29Q (196492.790000 sec): 3 clusters
  Score: Raw -207966.021712 + Penalty 2538.364622 = -205427.657090
  nChanged 30
		SP:Iteration 30Q (196492.970000 sec): 3 clusters
  Score: Raw -207984.520465 + Penalty 2538.364622 = -205446.155843
  nChanged 25
		SP:Iteration 31Q (196493.140000 sec): 3 clusters
  Score: Raw -208002.013602 + Penalty 2538.364622 = -205463.648980
  nChanged 36
		SP:Iteration 32Q (196493.320000 sec): 3 clusters
  Score: Raw -208028.638070 + Penalty 2538.364622 = -205490.273448
  nChanged 27
		SP:Iteration 33Q (196493.500000 sec): 3 clusters
  Score: Raw -208045.653282 + Penalty 2538.364622 = -205507.288660
  nChanged 32
		SP:Iteration 34Q (196493.670000 sec): 3 clusters
  Score: Raw -208073.167905 + Penalty 2538.364622 = -205534.803283
  nChanged 27
		SP:Iteration 35Q (196493.850000 sec): 3 clusters
  Score: Raw -208094.564279 + Penalty 2538.364622 = -205556.199656
  nChanged 29
		SP:Iteration 36Q (196494.020000 sec): 3 clusters
  Score: Raw -208114.770960 + Penalty 2538.364622 = -205576.406337
  nChanged 17
		SP:Iteration 37Q (196494.200000 sec): 3 clusters
  Score: Raw -208121.649348 + Penalty 2538.364622 = -205583.284726
  nChanged 7
		SP:Iteration 38Q (196494.380000 sec): 3 clusters
  Score: Raw -208123.542268 + Penalty 2538.364622 = -205585.177645
  nChanged 6
		SP:Iteration 39Q (196494.510000 sec): 3 clusters
  Score: Raw -208127.245873 + Penalty 2538.364622 = -205588.881251
  nChanged 6
		SP:Iteration 40F (196494.680000 sec): 3 clusters
  Score: Raw -208130.132418 + Penalty 2538.364622 = -205591.767796
  nChanged 7
		SP:Iteration 41Q (196494.860000 sec): 3 clusters
  Score: Raw -208135.229044 + Penalty 2538.364622 = -205596.864422
  nChanged 6
		SP:Iteration 42Q (196495.040000 sec): 3 clusters
  Score: Raw -208137.212510 + Penalty 2538.364622 = -205598.847887
  nChanged 5
		SP:Iteration 43Q (196495.210000 sec): 3 clusters
  Score: Raw -208138.985275 + Penalty 2538.364622 = -205600.620653
  nChanged 3
		SP:Iteration 44Q (196495.380000 sec): 3 clusters
  Score: Raw -208140.483161 + Penalty 2538.364622 = -205602.118539
  nChanged 1
		SP:Iteration 45Q (196495.560000 sec): 3 clusters
  Score: Raw -208140.647185 + Penalty 2538.364622 = -205602.282563
  nChanged 0
		SP:Iteration 46F (196495.740000 sec): 3 clusters
  Score: Raw -208140.647185 + Penalty 2538.364622 = -205602.282563
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 41 (2800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196495.860000 sec): 2 clusters
  Score: Raw -214416.802995 + Penalty 1289.823388 = -213126.979607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196496.060000 sec): 3 clusters
  Score: Raw -213105.046937 + Penalty 2579.646776 = -210525.400161
  nChanged 1090
		SP:Iteration 1F (196496.240000 sec): 3 clusters
  Score: Raw -213898.576228 + Penalty 2579.646776 = -211318.929451
  nChanged 250
		SP:Iteration 2F (196496.350000 sec): 3 clusters
  Score: Raw -214123.089661 + Penalty 2579.646776 = -211543.442885
  nChanged 185
		SP:Iteration 3F (196496.430000 sec): 3 clusters
  Score: Raw -214284.713951 + Penalty 2579.646776 = -211705.067174
  nChanged 152
		SP:Iteration 4F (196496.480000 sec): 3 clusters
  Score: Raw -214416.755595 + Penalty 2579.646776 = -211837.108819
  nChanged 133
		SP:Iteration 5Q (196496.540000 sec): 3 clusters
  Score: Raw -214522.436139 + Penalty 2579.646776 = -211942.789363
  nChanged 96
		SP:Iteration 6Q (196496.600000 sec): 3 clusters
  Score: Raw -214582.256739 + Penalty 2579.646776 = -212002.609963
  nChanged 72
		SP:Iteration 7Q (196496.650000 sec): 3 clusters
  Score: Raw -214625.621163 + Penalty 2579.646776 = -212045.974386
  nChanged 47
		SP:Iteration 8Q (196496.700000 sec): 3 clusters
  Score: Raw -214649.998501 + Penalty 2579.646776 = -212070.351725
  nChanged 31
		SP:Iteration 9Q (196496.760000 sec): 3 clusters
  Score: Raw -214664.229263 + Penalty 2579.646776 = -212084.582487
  nChanged 22
		SP:Iteration 10Q (196496.820000 sec): 3 clusters
  Score: Raw -214671.257570 + Penalty 2579.646776 = -212091.610794
  nChanged 19
		SP:Iteration 11Q (196496.870000 sec): 3 clusters
  Score: Raw -214679.201758 + Penalty 2579.646776 = -212099.554982
  nChanged 17
		SP:Iteration 12Q (196496.930000 sec): 3 clusters
  Score: Raw -214687.835902 + Penalty 2579.646776 = -212108.189126
  nChanged 12
		SP:Iteration 13Q (196496.980000 sec): 3 clusters
  Score: Raw -214694.255276 + Penalty 2579.646776 = -212114.608499
  nChanged 15
		SP:Iteration 14Q (196497.040000 sec): 3 clusters
  Score: Raw -214701.400948 + Penalty 2579.646776 = -212121.754172
  nChanged 12
		SP:Iteration 15Q (196497.090000 sec): 3 clusters
  Score: Raw -214708.419925 + Penalty 2579.646776 = -212128.773149
  nChanged 10
		SP:Iteration 16Q (196497.150000 sec): 3 clusters
  Score: Raw -214713.276139 + Penalty 2579.646776 = -212133.629363
  nChanged 9
		SP:Iteration 17Q (196497.200000 sec): 3 clusters
  Score: Raw -214717.910805 + Penalty 2579.646776 = -212138.264028
  nChanged 6
		SP:Iteration 18Q (196497.260000 sec): 3 clusters
  Score: Raw -214719.852236 + Penalty 2579.646776 = -212140.205459
  nChanged 8
		SP:Iteration 19Q (196497.310000 sec): 3 clusters
  Score: Raw -214723.720511 + Penalty 2579.646776 = -212144.073734
  nChanged 7
		SP:Iteration 20F (196497.370000 sec): 3 clusters
  Score: Raw -214725.455140 + Penalty 2579.646776 = -212145.808364
  nChanged 5
		SP:Iteration 21Q (196497.420000 sec): 3 clusters
  Score: Raw -214727.166330 + Penalty 2579.646776 = -212147.519553
  nChanged 2
		SP:Iteration 22Q (196497.480000 sec): 3 clusters
  Score: Raw -214727.559097 + Penalty 2579.646776 = -212147.912321
  nChanged 1
		SP:Iteration 23Q (196497.530000 sec): 3 clusters
  Score: Raw -214727.723314 + Penalty 2579.646776 = -212148.076538
  nChanged 3
		SP:Iteration 24Q (196497.590000 sec): 3 clusters
  Score: Raw -214728.556370 + Penalty 2579.646776 = -212148.909593
  nChanged 4
		SP:Iteration 25Q (196497.640000 sec): 3 clusters
  Score: Raw -214729.295616 + Penalty 2579.646776 = -212149.648840
  nChanged 1
		SP:Iteration 26Q (196497.700000 sec): 3 clusters
  Score: Raw -214729.762836 + Penalty 2579.646776 = -212150.116060
  nChanged 2
		SP:Iteration 27Q (196497.750000 sec): 3 clusters
  Score: Raw -214730.514921 + Penalty 2579.646776 = -212150.868145
  nChanged 1
		SP:Iteration 28Q (196497.810000 sec): 3 clusters
  Score: Raw -214730.815802 + Penalty 2579.646776 = -212151.169026
  nChanged 0
		SP:Iteration 29F (196497.860000 sec): 3 clusters
  Score: Raw -214730.815802 + Penalty 2579.646776 = -212151.169026
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 42 (5074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196497.980000 sec): 2 clusters
  Score: Raw -416860.518197 + Penalty 1386.431270 = -415474.086927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196498.150000 sec): 3 clusters
  Score: Raw -414189.034403 + Penalty 2772.862541 = -411416.171862
  nChanged 2081
		SP:Iteration 1F (196498.330000 sec): 3 clusters
  Score: Raw -415580.593630 + Penalty 2772.862541 = -412807.731089
  nChanged 453
		SP:Iteration 2F (196498.500000 sec): 3 clusters
  Score: Raw -415964.268559 + Penalty 2772.862541 = -413191.406018
  nChanged 363
		SP:Iteration 3F (196498.680000 sec): 3 clusters
  Score: Raw -416229.632000 + Penalty 2772.862541 = -413456.769459
  nChanged 284
		SP:Iteration 4F (196498.850000 sec): 3 clusters
  Score: Raw -416433.488851 + Penalty 2772.862541 = -413660.626311
  nChanged 249
		SP:Iteration 5Q (196499.030000 sec): 3 clusters
  Score: Raw -416603.319942 + Penalty 2772.862541 = -413830.457401
  nChanged 204
		SP:Iteration 6Q (196499.200000 sec): 3 clusters
  Score: Raw -416727.394055 + Penalty 2772.862541 = -413954.531514
  nChanged 169
		SP:Iteration 7Q (196499.380000 sec): 3 clusters
  Score: Raw -416835.524844 + Penalty 2772.862541 = -414062.662303
  nChanged 136
		SP:Iteration 8Q (196499.560000 sec): 3 clusters
  Score: Raw -416901.704016 + Penalty 2772.862541 = -414128.841475
  nChanged 99
		SP:Iteration 9Q (196499.730000 sec): 3 clusters
  Score: Raw -416943.372374 + Penalty 2772.862541 = -414170.509834
  nChanged 88
		SP:Iteration 10Q (196499.840000 sec): 3 clusters
  Score: Raw -416981.962816 + Penalty 2772.862541 = -414209.100275
  nChanged 83
		SP:Iteration 11Q (196499.940000 sec): 3 clusters
  Score: Raw -417028.919019 + Penalty 2772.862541 = -414256.056478
  nChanged 81
		SP:Iteration 12Q (196500.130000 sec): 3 clusters
  Score: Raw -417066.765220 + Penalty 2772.862541 = -414293.902679
  nChanged 67
		SP:Iteration 13Q (196500.300000 sec): 3 clusters
  Score: Raw -417094.663394 + Penalty 2772.862541 = -414321.800854
  nChanged 49
		SP:Iteration 14Q (196500.480000 sec): 3 clusters
  Score: Raw -417120.153022 + Penalty 2772.862541 = -414347.290481
  nChanged 46
		SP:Iteration 15Q (196500.660000 sec): 3 clusters
  Score: Raw -417142.862716 + Penalty 2772.862541 = -414370.000176
  nChanged 39
		SP:Iteration 16Q (196500.830000 sec): 3 clusters
  Score: Raw -417156.065937 + Penalty 2772.862541 = -414383.203396
  nChanged 28
		SP:Iteration 17Q (196501.010000 sec): 3 clusters
  Score: Raw -417166.242735 + Penalty 2772.862541 = -414393.380195
  nChanged 32
		SP:Iteration 18Q (196501.180000 sec): 3 clusters
  Score: Raw -417177.316181 + Penalty 2772.862541 = -414404.453640
  nChanged 25
		SP:Iteration 19Q (196501.270000 sec): 3 clusters
  Score: Raw -417184.928195 + Penalty 2772.862541 = -414412.065655
  nChanged 19
		SP:Iteration 20F (196501.360000 sec): 3 clusters
  Score: Raw -417191.097150 + Penalty 2772.862541 = -414418.234609
  nChanged 25
		SP:Iteration 21Q (196501.460000 sec): 3 clusters
  Score: Raw -417197.850610 + Penalty 2772.862541 = -414424.988070
  nChanged 21
		SP:Iteration 22Q (196501.550000 sec): 3 clusters
  Score: Raw -417203.401100 + Penalty 2772.862541 = -414430.538560
  nChanged 19
		SP:Iteration 23Q (196501.640000 sec): 3 clusters
  Score: Raw -417209.649191 + Penalty 2772.862541 = -414436.786650
  nChanged 16
		SP:Iteration 24Q (196501.740000 sec): 3 clusters
  Score: Raw -417213.036650 + Penalty 2772.862541 = -414440.174109
  nChanged 13
		SP:Iteration 25Q (196501.830000 sec): 3 clusters
  Score: Raw -417215.354054 + Penalty 2772.862541 = -414442.491514
  nChanged 14
		SP:Iteration 26Q (196501.930000 sec): 3 clusters
  Score: Raw -417219.074673 + Penalty 2772.862541 = -414446.212132
  nChanged 10
		SP:Iteration 27Q (196502.020000 sec): 3 clusters
  Score: Raw -417222.935857 + Penalty 2772.862541 = -414450.073316
  nChanged 13
		SP:Iteration 28Q (196502.120000 sec): 3 clusters
  Score: Raw -417227.071914 + Penalty 2772.862541 = -414454.209373
  nChanged 10
		SP:Iteration 29Q (196502.210000 sec): 3 clusters
  Score: Raw -417229.125559 + Penalty 2772.862541 = -414456.263019
  nChanged 10
		SP:Iteration 30Q (196502.300000 sec): 3 clusters
  Score: Raw -417232.021926 + Penalty 2772.862541 = -414459.159386
  nChanged 12
		SP:Iteration 31Q (196502.400000 sec): 3 clusters
  Score: Raw -417235.188792 + Penalty 2772.862541 = -414462.326251
  nChanged 6
		SP:Iteration 32Q (196502.490000 sec): 3 clusters
  Score: Raw -417236.357126 + Penalty 2772.862541 = -414463.494585
  nChanged 8
		SP:Iteration 33Q (196502.580000 sec): 3 clusters
  Score: Raw -417237.396126 + Penalty 2772.862541 = -414464.533586
  nChanged 4
		SP:Iteration 34Q (196502.680000 sec): 3 clusters
  Score: Raw -417238.495471 + Penalty 2772.862541 = -414465.632930
  nChanged 2
		SP:Iteration 35Q (196502.770000 sec): 3 clusters
  Score: Raw -417238.764867 + Penalty 2772.862541 = -414465.902326
  nChanged 1
		SP:Iteration 36Q (196502.860000 sec): 3 clusters
  Score: Raw -417238.881741 + Penalty 2772.862541 = -414466.019201
  nChanged 0
		SP:Iteration 37F (196503.080000 sec): 3 clusters
  Score: Raw -417238.881741 + Penalty 2772.862541 = -414466.019201
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 43 (6838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196503.160000 sec): 2 clusters
  Score: Raw -596392.782383 + Penalty 1434.915718 = -594957.866665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196503.370000 sec): 3 clusters
  Score: Raw -592640.187822 + Penalty 2869.831435 = -589770.356387
  nChanged 2932
		SP:Iteration 1F (196503.580000 sec): 3 clusters
  Score: Raw -594331.510512 + Penalty 2869.831435 = -591461.679076
  nChanged 562
		SP:Iteration 2F (196503.780000 sec): 3 clusters
  Score: Raw -594697.909124 + Penalty 2869.831435 = -591828.077689
  nChanged 470
		SP:Iteration 3F (196503.990000 sec): 3 clusters
  Score: Raw -595008.324935 + Penalty 2869.831435 = -592138.493499
  nChanged 420
		SP:Iteration 4F (196504.200000 sec): 3 clusters
  Score: Raw -595308.119773 + Penalty 2869.831435 = -592438.288338
  nChanged 352
		SP:Iteration 5F (196504.400000 sec): 3 clusters
  Score: Raw -595544.482601 + Penalty 2869.831435 = -592674.651166
  nChanged 300
		SP:Iteration 6Q (196504.610000 sec): 3 clusters
  Score: Raw -595738.825988 + Penalty 2869.831435 = -592868.994552
  nChanged 293
		SP:Iteration 7Q (196504.810000 sec): 3 clusters
  Score: Raw -595947.829035 + Penalty 2869.831435 = -593077.997600
  nChanged 257
		SP:Iteration 8Q (196505.020000 sec): 3 clusters
  Score: Raw -596103.909473 + Penalty 2869.831435 = -593234.078038
  nChanged 215
		SP:Iteration 9Q (196505.220000 sec): 3 clusters
  Score: Raw -596245.415163 + Penalty 2869.831435 = -593375.583728
  nChanged 209
		SP:Iteration 10Q (196505.430000 sec): 3 clusters
  Score: Raw -596378.942119 + Penalty 2869.831435 = -593509.110684
  nChanged 169
		SP:Iteration 11Q (196505.640000 sec): 3 clusters
  Score: Raw -596490.477768 + Penalty 2869.831435 = -593620.646333
  nChanged 144
		SP:Iteration 12Q (196505.840000 sec): 3 clusters
  Score: Raw -596588.975812 + Penalty 2869.831435 = -593719.144376
  nChanged 142
		SP:Iteration 13Q (196506.050000 sec): 3 clusters
  Score: Raw -596681.810306 + Penalty 2869.831435 = -593811.978870
  nChanged 119
		SP:Iteration 14Q (196506.250000 sec): 3 clusters
  Score: Raw -596759.790500 + Penalty 2869.831435 = -593889.959065
  nChanged 114
		SP:Iteration 15Q (196506.460000 sec): 3 clusters
  Score: Raw -596827.488823 + Penalty 2869.831435 = -593957.657388
  nChanged 114
		SP:Iteration 16Q (196506.660000 sec): 3 clusters
  Score: Raw -596883.283366 + Penalty 2869.831435 = -594013.451931
  nChanged 75
		SP:Iteration 17Q (196506.870000 sec): 3 clusters
  Score: Raw -596912.879526 + Penalty 2869.831435 = -594043.048090
  nChanged 50
		SP:Iteration 18Q (196507.080000 sec): 3 clusters
  Score: Raw -596932.888257 + Penalty 2869.831435 = -594063.056822
  nChanged 54
		SP:Iteration 19Q (196507.270000 sec): 3 clusters
  Score: Raw -596948.085595 + Penalty 2869.831435 = -594078.254160
  nChanged 39
		SP:Iteration 20F (196507.380000 sec): 3 clusters
  Score: Raw -596958.273017 + Penalty 2869.831435 = -594088.441582
  nChanged 33
		SP:Iteration 21Q (196507.570000 sec): 3 clusters
  Score: Raw -596965.989619 + Penalty 2869.831435 = -594096.158184
  nChanged 21
		SP:Iteration 22Q (196507.780000 sec): 3 clusters
  Score: Raw -596969.952859 + Penalty 2869.831435 = -594100.121423
  nChanged 12
		SP:Iteration 23Q (196507.990000 sec): 3 clusters
  Score: Raw -596973.480917 + Penalty 2869.831435 = -594103.649481
  nChanged 9
		SP:Iteration 24Q (196508.200000 sec): 3 clusters
  Score: Raw -596975.907100 + Penalty 2869.831435 = -594106.075664
  nChanged 8
		SP:Iteration 25Q (196508.400000 sec): 3 clusters
  Score: Raw -596977.101361 + Penalty 2869.831435 = -594107.269926
  nChanged 11
		SP:Iteration 26Q (196508.610000 sec): 3 clusters
  Score: Raw -596979.381838 + Penalty 2869.831435 = -594109.550402
  nChanged 7
		SP:Iteration 27Q (196508.820000 sec): 3 clusters
  Score: Raw -596980.476967 + Penalty 2869.831435 = -594110.645532
  nChanged 4
		SP:Iteration 28Q (196509.020000 sec): 3 clusters
  Score: Raw -596981.028731 + Penalty 2869.831435 = -594111.197296
  nChanged 3
		SP:Iteration 29Q (196509.230000 sec): 3 clusters
  Score: Raw -596981.874937 + Penalty 2869.831435 = -594112.043502
  nChanged 2
		SP:Iteration 30Q (196509.430000 sec): 3 clusters
  Score: Raw -596982.145748 + Penalty 2869.831435 = -594112.314312
  nChanged 2
		SP:Iteration 31Q (196509.640000 sec): 3 clusters
  Score: Raw -596982.343277 + Penalty 2869.831435 = -594112.511842
  nChanged 1
		SP:Iteration 32Q (196509.840000 sec): 3 clusters
  Score: Raw -596982.404583 + Penalty 2869.831435 = -594112.573148
  nChanged 0
		SP:Iteration 33F (196510.050000 sec): 3 clusters
  Score: Raw -596982.404583 + Penalty 2869.831435 = -594112.573148
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 44 (3766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196510.150000 sec): 2 clusters
  Score: Raw -324265.087346 + Penalty 1337.987415 = -322927.099931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196510.320000 sec): 3 clusters
  Score: Raw -322397.268215 + Penalty 2675.974830 = -319721.293384
  nChanged 1461
		SP:Iteration 1F (196510.500000 sec): 3 clusters
  Score: Raw -323295.020476 + Penalty 2675.974830 = -320619.045645
  nChanged 322
		SP:Iteration 2F (196510.680000 sec): 3 clusters
  Score: Raw -323526.534603 + Penalty 2675.974830 = -320850.559773
  nChanged 264
		SP:Iteration 3F (196510.850000 sec): 3 clusters
  Score: Raw -323721.665164 + Penalty 2675.974830 = -321045.690333
  nChanged 181
		SP:Iteration 4Q (196511.030000 sec): 3 clusters
  Score: Raw -323832.298624 + Penalty 2675.974830 = -321156.323794
  nChanged 148
		SP:Iteration 5Q (196511.200000 sec): 3 clusters
  Score: Raw -323919.147392 + Penalty 2675.974830 = -321243.172562
  nChanged 124
		SP:Iteration 6Q (196511.380000 sec): 3 clusters
  Score: Raw -323993.570742 + Penalty 2675.974830 = -321317.595911
  nChanged 109
		SP:Iteration 7Q (196511.550000 sec): 3 clusters
  Score: Raw -324054.776685 + Penalty 2675.974830 = -321378.801854
  nChanged 101
		SP:Iteration 8Q (196511.680000 sec): 3 clusters
  Score: Raw -324116.094023 + Penalty 2675.974830 = -321440.119192
  nChanged 102
		SP:Iteration 9Q (196511.760000 sec): 3 clusters
  Score: Raw -324187.159273 + Penalty 2675.974830 = -321511.184442
  nChanged 89
		SP:Iteration 10Q (196511.840000 sec): 3 clusters
  Score: Raw -324248.001798 + Penalty 2675.974830 = -321572.026967
  nChanged 83
		SP:Iteration 11Q (196511.910000 sec): 3 clusters
  Score: Raw -324298.934634 + Penalty 2675.974830 = -321622.959803
  nChanged 75
		SP:Iteration 12Q (196511.990000 sec): 3 clusters
  Score: Raw -324339.515115 + Penalty 2675.974830 = -321663.540285
  nChanged 58
		SP:Iteration 13Q (196512.070000 sec): 3 clusters
  Score: Raw -324367.954036 + Penalty 2675.974830 = -321691.979206
  nChanged 57
		SP:Iteration 14Q (196512.140000 sec): 3 clusters
  Score: Raw -324403.074509 + Penalty 2675.974830 = -321727.099679
  nChanged 46
		SP:Iteration 15Q (196512.220000 sec): 3 clusters
  Score: Raw -324430.608243 + Penalty 2675.974830 = -321754.633413
  nChanged 44
		SP:Iteration 16Q (196512.300000 sec): 3 clusters
  Score: Raw -324456.088959 + Penalty 2675.974830 = -321780.114129
  nChanged 46
		SP:Iteration 17Q (196512.380000 sec): 3 clusters
  Score: Raw -324480.641439 + Penalty 2675.974830 = -321804.666609
  nChanged 51
		SP:Iteration 18Q (196512.460000 sec): 3 clusters
  Score: Raw -324510.497913 + Penalty 2675.974830 = -321834.523083
  nChanged 51
		SP:Iteration 19Q (196512.530000 sec): 3 clusters
  Score: Raw -324538.295267 + Penalty 2675.974830 = -321862.320437
  nChanged 30
		SP:Iteration 20F (196512.610000 sec): 3 clusters
  Score: Raw -324553.744143 + Penalty 2675.974830 = -321877.769313
  nChanged 36
		SP:Iteration 21Q (196512.690000 sec): 3 clusters
  Score: Raw -324572.519469 + Penalty 2675.974830 = -321896.544639
  nChanged 35
		SP:Iteration 22Q (196512.760000 sec): 3 clusters
  Score: Raw -324592.620149 + Penalty 2675.974830 = -321916.645318
  nChanged 34
		SP:Iteration 23Q (196512.840000 sec): 3 clusters
  Score: Raw -324612.982239 + Penalty 2675.974830 = -321937.007408
  nChanged 29
		SP:Iteration 24Q (196512.920000 sec): 3 clusters
  Score: Raw -324629.133631 + Penalty 2675.974830 = -321953.158800
  nChanged 20
		SP:Iteration 25Q (196513.000000 sec): 3 clusters
  Score: Raw -324636.845460 + Penalty 2675.974830 = -321960.870629
  nChanged 19
		SP:Iteration 26Q (196513.070000 sec): 3 clusters
  Score: Raw -324644.982001 + Penalty 2675.974830 = -321969.007171
  nChanged 13
		SP:Iteration 27Q (196513.150000 sec): 3 clusters
  Score: Raw -324649.400093 + Penalty 2675.974830 = -321973.425263
  nChanged 13
		SP:Iteration 28Q (196513.230000 sec): 3 clusters
  Score: Raw -324654.336831 + Penalty 2675.974830 = -321978.362001
  nChanged 12
		SP:Iteration 29Q (196513.300000 sec): 3 clusters
  Score: Raw -324659.518681 + Penalty 2675.974830 = -321983.543850
  nChanged 9
		SP:Iteration 30Q (196513.380000 sec): 3 clusters
  Score: Raw -324664.248841 + Penalty 2675.974830 = -321988.274011
  nChanged 5
		SP:Iteration 31Q (196513.460000 sec): 3 clusters
  Score: Raw -324667.093181 + Penalty 2675.974830 = -321991.118350
  nChanged 8
		SP:Iteration 32Q (196513.540000 sec): 3 clusters
  Score: Raw -324671.006320 + Penalty 2675.974830 = -321995.031489
  nChanged 7
		SP:Iteration 33Q (196513.610000 sec): 3 clusters
  Score: Raw -324673.160824 + Penalty 2675.974830 = -321997.185994
  nChanged 6
		SP:Iteration 34Q (196513.690000 sec): 3 clusters
  Score: Raw -324675.705639 + Penalty 2675.974830 = -321999.730809
  nChanged 3
		SP:Iteration 35Q (196513.770000 sec): 3 clusters
  Score: Raw -324676.525302 + Penalty 2675.974830 = -322000.550472
  nChanged 3
		SP:Iteration 36Q (196513.920000 sec): 3 clusters
  Score: Raw -324677.119930 + Penalty 2675.974830 = -322001.145100
  nChanged 4
		SP:Iteration 37Q (196514.100000 sec): 3 clusters
  Score: Raw -324678.052717 + Penalty 2675.974830 = -322002.077886
  nChanged 2
		SP:Iteration 38Q (196514.280000 sec): 3 clusters
  Score: Raw -324678.738578 + Penalty 2675.974830 = -322002.763748
  nChanged 0
		SP:Iteration 39F (196514.450000 sec): 3 clusters
  Score: Raw -324678.738578 + Penalty 2675.974830 = -322002.763748
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 45 (4563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196514.540000 sec): 2 clusters
  Score: Raw -368447.608505 + Penalty 1369.182032 = -367078.426473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196514.720000 sec): 3 clusters
  Score: Raw -366186.527261 + Penalty 2738.364064 = -363448.163198
  nChanged 1778
		SP:Iteration 1F (196514.890000 sec): 3 clusters
  Score: Raw -367290.958323 + Penalty 2738.364064 = -364552.594259
  nChanged 359
		SP:Iteration 2F (196515.070000 sec): 3 clusters
  Score: Raw -367524.189855 + Penalty 2738.364064 = -364785.825791
  nChanged 276
		SP:Iteration 3F (196515.240000 sec): 3 clusters
  Score: Raw -367696.126662 + Penalty 2738.364064 = -364957.762599
  nChanged 226
		SP:Iteration 4Q (196515.420000 sec): 3 clusters
  Score: Raw -367857.396131 + Penalty 2738.364064 = -365119.032067
  nChanged 213
		SP:Iteration 5Q (196515.600000 sec): 3 clusters
  Score: Raw -368017.337551 + Penalty 2738.364064 = -365278.973487
  nChanged 188
		SP:Iteration 6Q (196515.770000 sec): 3 clusters
  Score: Raw -368144.806716 + Penalty 2738.364064 = -365406.442652
  nChanged 188
		SP:Iteration 7Q (196515.950000 sec): 3 clusters
  Score: Raw -368285.769274 + Penalty 2738.364064 = -365547.405210
  nChanged 188
		SP:Iteration 8Q (196516.120000 sec): 3 clusters
  Score: Raw -368442.186181 + Penalty 2738.364064 = -365703.822117
  nChanged 182
		SP:Iteration 9Q (196516.300000 sec): 3 clusters
  Score: Raw -368582.672116 + Penalty 2738.364064 = -365844.308052
  nChanged 163
		SP:Iteration 10Q (196516.480000 sec): 3 clusters
  Score: Raw -368691.093584 + Penalty 2738.364064 = -365952.729520
  nChanged 119
		SP:Iteration 11Q (196516.650000 sec): 3 clusters
  Score: Raw -368762.439469 + Penalty 2738.364064 = -366024.075406
  nChanged 105
		SP:Iteration 12Q (196516.830000 sec): 3 clusters
  Score: Raw -368822.046455 + Penalty 2738.364064 = -366083.682391
  nChanged 92
		SP:Iteration 13Q (196517.000000 sec): 3 clusters
  Score: Raw -368866.062576 + Penalty 2738.364064 = -366127.698513
  nChanged 79
		SP:Iteration 14Q (196517.180000 sec): 3 clusters
  Score: Raw -368901.050844 + Penalty 2738.364064 = -366162.686780
  nChanged 54
		SP:Iteration 15Q (196517.360000 sec): 3 clusters
  Score: Raw -368925.255174 + Penalty 2738.364064 = -366186.891111
  nChanged 34
		SP:Iteration 16Q (196517.530000 sec): 3 clusters
  Score: Raw -368939.015136 + Penalty 2738.364064 = -366200.651072
  nChanged 29
		SP:Iteration 17Q (196517.700000 sec): 3 clusters
  Score: Raw -368950.177626 + Penalty 2738.364064 = -366211.813562
  nChanged 33
		SP:Iteration 18Q (196517.880000 sec): 3 clusters
  Score: Raw -368961.795886 + Penalty 2738.364064 = -366223.431822
  nChanged 26
		SP:Iteration 19Q (196518.060000 sec): 3 clusters
  Score: Raw -368970.882856 + Penalty 2738.364064 = -366232.518792
  nChanged 28
		SP:Iteration 20F (196518.230000 sec): 3 clusters
  Score: Raw -368981.964228 + Penalty 2738.364064 = -366243.600165
  nChanged 29
		SP:Iteration 21Q (196518.410000 sec): 3 clusters
  Score: Raw -368991.161572 + Penalty 2738.364064 = -366252.797508
  nChanged 18
		SP:Iteration 22Q (196518.580000 sec): 3 clusters
  Score: Raw -368994.824588 + Penalty 2738.364064 = -366256.460524
  nChanged 10
		SP:Iteration 23Q (196518.760000 sec): 3 clusters
  Score: Raw -368996.598583 + Penalty 2738.364064 = -366258.234519
  nChanged 6
		SP:Iteration 24Q (196518.930000 sec): 3 clusters
  Score: Raw -368997.357774 + Penalty 2738.364064 = -366258.993710
  nChanged 2
		SP:Iteration 25Q (196519.110000 sec): 3 clusters
  Score: Raw -368997.628615 + Penalty 2738.364064 = -366259.264551
  nChanged 3
		SP:Iteration 26Q (196519.280000 sec): 3 clusters
  Score: Raw -368998.160747 + Penalty 2738.364064 = -366259.796683
  nChanged 3
		SP:Iteration 27Q (196519.460000 sec): 3 clusters
  Score: Raw -368998.448950 + Penalty 2738.364064 = -366260.084887
  nChanged 0
		SP:Iteration 28F (196519.640000 sec): 3 clusters
  Score: Raw -368998.448950 + Penalty 2738.364064 = -366260.084887
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 46 (13618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196519.810000 sec): 2 clusters
  Score: Raw -1135939.156034 + Penalty 1546.861505 = -1134392.294529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196520.110000 sec): 3 clusters
  Score: Raw -1127994.003189 + Penalty 3093.723011 = -1124900.280179
  nChanged 6080
		SP:Iteration 1F (196520.400000 sec): 3 clusters
  Score: Raw -1131711.925738 + Penalty 3093.723011 = -1128618.202727
  nChanged 1072
		SP:Iteration 2F (196520.680000 sec): 3 clusters
  Score: Raw -1132446.943243 + Penalty 3093.723011 = -1129353.220232
  nChanged 974
		SP:Iteration 3F (196520.920000 sec): 3 clusters
  Score: Raw -1133091.736693 + Penalty 3093.723011 = -1129998.013682
  nChanged 855
		SP:Iteration 4F (196521.190000 sec): 3 clusters
  Score: Raw -1133619.985878 + Penalty 3093.723011 = -1130526.262867
  nChanged 732
		SP:Iteration 5F (196521.430000 sec): 3 clusters
  Score: Raw -1134084.949044 + Penalty 3093.723011 = -1130991.226033
  nChanged 663
		SP:Iteration 6Q (196521.720000 sec): 3 clusters
  Score: Raw -1134501.511567 + Penalty 3093.723011 = -1131407.788556
  nChanged 559
		SP:Iteration 7Q (196522.000000 sec): 3 clusters
  Score: Raw -1134826.792870 + Penalty 3093.723011 = -1131733.069859
  nChanged 518
		SP:Iteration 8Q (196522.280000 sec): 3 clusters
  Score: Raw -1135124.568276 + Penalty 3093.723011 = -1132030.845265
  nChanged 451
		SP:Iteration 9Q (196522.570000 sec): 3 clusters
  Score: Raw -1135364.962735 + Penalty 3093.723011 = -1132271.239724
  nChanged 395
		SP:Iteration 10Q (196522.850000 sec): 3 clusters
  Score: Raw -1135603.731963 + Penalty 3093.723011 = -1132510.008952
  nChanged 364
		SP:Iteration 11Q (196523.130000 sec): 3 clusters
  Score: Raw -1135817.542434 + Penalty 3093.723011 = -1132723.819423
  nChanged 322
		SP:Iteration 12Q (196523.420000 sec): 3 clusters
  Score: Raw -1135986.856227 + Penalty 3093.723011 = -1132893.133216
  nChanged 272
		SP:Iteration 13Q (196523.660000 sec): 3 clusters
  Score: Raw -1136111.037120 + Penalty 3093.723011 = -1133017.314109
  nChanged 224
		SP:Iteration 14Q (196523.940000 sec): 3 clusters
  Score: Raw -1136207.114183 + Penalty 3093.723011 = -1133113.391172
  nChanged 186
		SP:Iteration 15Q (196524.180000 sec): 3 clusters
  Score: Raw -1136276.373068 + Penalty 3093.723011 = -1133182.650057
  nChanged 158
		SP:Iteration 16Q (196524.460000 sec): 3 clusters
  Score: Raw -1136319.794896 + Penalty 3093.723011 = -1133226.071885
  nChanged 111
		SP:Iteration 17Q (196524.700000 sec): 3 clusters
  Score: Raw -1136346.430150 + Penalty 3093.723011 = -1133252.707139
  nChanged 87
		SP:Iteration 18Q (196525.040000 sec): 3 clusters
  Score: Raw -1136365.211724 + Penalty 3093.723011 = -1133271.488713
  nChanged 68
		SP:Iteration 19Q (196525.290000 sec): 3 clusters
  Score: Raw -1136378.446043 + Penalty 3093.723011 = -1133284.723032
  nChanged 65
		SP:Iteration 20F (196525.530000 sec): 3 clusters
  Score: Raw -1136390.484259 + Penalty 3093.723011 = -1133296.761248
  nChanged 58
		SP:Iteration 21Q (196525.800000 sec): 3 clusters
  Score: Raw -1136399.434744 + Penalty 3093.723011 = -1133305.711733
  nChanged 38
		SP:Iteration 22Q (196526.090000 sec): 3 clusters
  Score: Raw -1136404.312778 + Penalty 3093.723011 = -1133310.589767
  nChanged 40
		SP:Iteration 23Q (196526.340000 sec): 3 clusters
  Score: Raw -1136409.067452 + Penalty 3093.723011 = -1133315.344442
  nChanged 38
		SP:Iteration 24Q (196526.580000 sec): 3 clusters
  Score: Raw -1136413.854507 + Penalty 3093.723011 = -1133320.131496
  nChanged 32
		SP:Iteration 25Q (196526.830000 sec): 3 clusters
  Score: Raw -1136417.281627 + Penalty 3093.723011 = -1133323.558616
  nChanged 41
		SP:Iteration 26Q (196527.110000 sec): 3 clusters
  Score: Raw -1136422.035021 + Penalty 3093.723011 = -1133328.312010
  nChanged 33
		SP:Iteration 27Q (196527.360000 sec): 3 clusters
  Score: Raw -1136426.645487 + Penalty 3093.723011 = -1133332.922476
  nChanged 31
		SP:Iteration 28Q (196527.640000 sec): 3 clusters
  Score: Raw -1136430.141945 + Penalty 3093.723011 = -1133336.418934
  nChanged 28
		SP:Iteration 29Q (196527.830000 sec): 3 clusters
  Score: Raw -1136432.844266 + Penalty 3093.723011 = -1133339.121255
  nChanged 15
		SP:Iteration 30Q (196528.110000 sec): 3 clusters
  Score: Raw -1136434.523240 + Penalty 3093.723011 = -1133340.800229
  nChanged 14
		SP:Iteration 31Q (196528.380000 sec): 3 clusters
  Score: Raw -1136436.230526 + Penalty 3093.723011 = -1133342.507515
  nChanged 21
		SP:Iteration 32Q (196528.620000 sec): 3 clusters
  Score: Raw -1136438.713266 + Penalty 3093.723011 = -1133344.990255
  nChanged 17
		SP:Iteration 33Q (196528.860000 sec): 3 clusters
  Score: Raw -1136440.363337 + Penalty 3093.723011 = -1133346.640326
  nChanged 21
		SP:Iteration 34Q (196529.140000 sec): 3 clusters
  Score: Raw -1136443.201529 + Penalty 3093.723011 = -1133349.478518
  nChanged 27
		SP:Iteration 35Q (196529.420000 sec): 3 clusters
  Score: Raw -1136448.806807 + Penalty 3093.723011 = -1133355.083796
  nChanged 38
		SP:Iteration 36Q (196529.600000 sec): 3 clusters
  Score: Raw -1136456.712823 + Penalty 3093.723011 = -1133362.989812
  nChanged 40
		SP:Iteration 37Q (196529.870000 sec): 3 clusters
  Score: Raw -1136463.022711 + Penalty 3093.723011 = -1133369.299700
  nChanged 37
		SP:Iteration 38Q (196530.140000 sec): 3 clusters
  Score: Raw -1136467.677845 + Penalty 3093.723011 = -1133373.954834
  nChanged 30
		SP:Iteration 39Q (196530.430000 sec): 3 clusters
  Score: Raw -1136471.199342 + Penalty 3093.723011 = -1133377.476331
  nChanged 20
		SP:Iteration 40F (196530.750000 sec): 3 clusters
  Score: Raw -1136473.406028 + Penalty 3093.723011 = -1133379.683017
  nChanged 16
		SP:Iteration 41Q (196531.010000 sec): 3 clusters
  Score: Raw -1136475.031295 + Penalty 3093.723011 = -1133381.308284
  nChanged 16
		SP:Iteration 42Q (196531.250000 sec): 3 clusters
  Score: Raw -1136477.025899 + Penalty 3093.723011 = -1133383.302888
  nChanged 18
		SP:Iteration 43Q (196531.540000 sec): 3 clusters
  Score: Raw -1136479.054702 + Penalty 3093.723011 = -1133385.331691
  nChanged 21
		SP:Iteration 44Q (196531.820000 sec): 3 clusters
  Score: Raw -1136481.763720 + Penalty 3093.723011 = -1133388.040709
  nChanged 20
		SP:Iteration 45Q (196532.110000 sec): 3 clusters
  Score: Raw -1136484.244407 + Penalty 3093.723011 = -1133390.521396
  nChanged 19
		SP:Iteration 46Q (196532.400000 sec): 3 clusters
  Score: Raw -1136486.685900 + Penalty 3093.723011 = -1133392.962889
  nChanged 18
		SP:Iteration 47Q (196532.690000 sec): 3 clusters
  Score: Raw -1136488.769034 + Penalty 3093.723011 = -1133395.046023
  nChanged 14
		SP:Iteration 48Q (196532.970000 sec): 3 clusters
  Score: Raw -1136490.012936 + Penalty 3093.723011 = -1133396.289925
  nChanged 11
		SP:Iteration 49Q (196533.260000 sec): 3 clusters
  Score: Raw -1136491.436486 + Penalty 3093.723011 = -1133397.713475
  nChanged 18
		SP:Iteration 50Q (196533.550000 sec): 3 clusters
  Score: Raw -1136493.270067 + Penalty 3093.723011 = -1133399.547056
  nChanged 10
		SP:Iteration 51Q (196533.830000 sec): 3 clusters
  Score: Raw -1136494.103182 + Penalty 3093.723011 = -1133400.380171
  nChanged 13
		SP:Iteration 52Q (196534.120000 sec): 3 clusters
  Score: Raw -1136495.516496 + Penalty 3093.723011 = -1133401.793485
  nChanged 18
		SP:Iteration 53Q (196534.390000 sec): 3 clusters
  Score: Raw -1136498.029044 + Penalty 3093.723011 = -1133404.306033
  nChanged 18
		SP:Iteration 54Q (196534.630000 sec): 3 clusters
  Score: Raw -1136499.703174 + Penalty 3093.723011 = -1133405.980163
  nChanged 14
		SP:Iteration 55Q (196534.910000 sec): 3 clusters
  Score: Raw -1136501.795683 + Penalty 3093.723011 = -1133408.072672
  nChanged 22
		SP:Iteration 56Q (196535.200000 sec): 3 clusters
  Score: Raw -1136505.570074 + Penalty 3093.723011 = -1133411.847063
  nChanged 28
		SP:Iteration 57Q (196535.450000 sec): 3 clusters
  Score: Raw -1136509.323486 + Penalty 3093.723011 = -1133415.600475
  nChanged 27
		SP:Iteration 58Q (196535.730000 sec): 3 clusters
  Score: Raw -1136513.062419 + Penalty 3093.723011 = -1133419.339408
  nChanged 32
		SP:Iteration 59Q (196536.030000 sec): 3 clusters
  Score: Raw -1136517.293422 + Penalty 3093.723011 = -1133423.570411
  nChanged 28
		SP:Iteration 60F (196536.340000 sec): 3 clusters
  Score: Raw -1136521.019705 + Penalty 3093.723011 = -1133427.296695
  nChanged 34
		SP:Iteration 61Q (196536.590000 sec): 3 clusters
  Score: Raw -1136526.583635 + Penalty 3093.723011 = -1133432.860624
  nChanged 39
		SP:Iteration 62Q (196536.870000 sec): 3 clusters
  Score: Raw -1136533.312334 + Penalty 3093.723011 = -1133439.589323
  nChanged 38
		SP:Iteration 63Q (196537.150000 sec): 3 clusters
  Score: Raw -1136539.998158 + Penalty 3093.723011 = -1133446.275147
  nChanged 46
		SP:Iteration 64Q (196537.440000 sec): 3 clusters
  Score: Raw -1136547.198496 + Penalty 3093.723011 = -1133453.475485
  nChanged 50
		SP:Iteration 65Q (196537.730000 sec): 3 clusters
  Score: Raw -1136554.000672 + Penalty 3093.723011 = -1133460.277661
  nChanged 40
		SP:Iteration 66Q (196538.020000 sec): 3 clusters
  Score: Raw -1136558.629765 + Penalty 3093.723011 = -1133464.906754
  nChanged 30
		SP:Iteration 67Q (196538.310000 sec): 3 clusters
  Score: Raw -1136562.462970 + Penalty 3093.723011 = -1133468.739959
  nChanged 23
		SP:Iteration 68Q (196538.590000 sec): 3 clusters
  Score: Raw -1136565.870665 + Penalty 3093.723011 = -1133472.147654
  nChanged 32
		SP:Iteration 69Q (196538.880000 sec): 3 clusters
  Score: Raw -1136571.752324 + Penalty 3093.723011 = -1133478.029313
  nChanged 37
		SP:Iteration 70Q (196539.170000 sec): 3 clusters
  Score: Raw -1136577.004543 + Penalty 3093.723011 = -1133483.281532
  nChanged 28
		SP:Iteration 71Q (196539.460000 sec): 3 clusters
  Score: Raw -1136580.625445 + Penalty 3093.723011 = -1133486.902434
  nChanged 25
		SP:Iteration 72Q (196539.740000 sec): 3 clusters
  Score: Raw -1136583.167915 + Penalty 3093.723011 = -1133489.444904
  nChanged 20
		SP:Iteration 73Q (196540.030000 sec): 3 clusters
  Score: Raw -1136585.373956 + Penalty 3093.723011 = -1133491.650945
  nChanged 16
		SP:Iteration 74Q (196540.320000 sec): 3 clusters
  Score: Raw -1136586.939694 + Penalty 3093.723011 = -1133493.216683
  nChanged 19
		SP:Iteration 75Q (196540.600000 sec): 3 clusters
  Score: Raw -1136588.830183 + Penalty 3093.723011 = -1133495.107172
  nChanged 18
		SP:Iteration 76Q (196540.850000 sec): 3 clusters
  Score: Raw -1136590.947529 + Penalty 3093.723011 = -1133497.224518
  nChanged 16
		SP:Iteration 77Q (196541.130000 sec): 3 clusters
  Score: Raw -1136592.554479 + Penalty 3093.723011 = -1133498.831468
  nChanged 11
		SP:Iteration 78Q (196541.370000 sec): 3 clusters
  Score: Raw -1136594.013045 + Penalty 3093.723011 = -1133500.290034
  nChanged 13
		SP:Iteration 79Q (196541.650000 sec): 3 clusters
  Score: Raw -1136595.164984 + Penalty 3093.723011 = -1133501.441973
  nChanged 5
		SP:Iteration 80F (196541.890000 sec): 3 clusters
  Score: Raw -1136596.680786 + Penalty 3093.723011 = -1133502.957775
  nChanged 7
		SP:Iteration 81Q (196542.130000 sec): 3 clusters
  Score: Raw -1136597.766342 + Penalty 3093.723011 = -1133504.043331
  nChanged 5
		SP:Iteration 82Q (196542.410000 sec): 3 clusters
  Score: Raw -1136598.466273 + Penalty 3093.723011 = -1133504.743262
  nChanged 9
		SP:Iteration 83Q (196542.690000 sec): 3 clusters
  Score: Raw -1136599.406259 + Penalty 3093.723011 = -1133505.683248
  nChanged 6
		SP:Iteration 84Q (196542.930000 sec): 3 clusters
  Score: Raw -1136600.041720 + Penalty 3093.723011 = -1133506.318709
  nChanged 5
		SP:Iteration 85Q (196543.210000 sec): 3 clusters
  Score: Raw -1136600.452916 + Penalty 3093.723011 = -1133506.729905
  nChanged 6
		SP:Iteration 86Q (196543.460000 sec): 3 clusters
  Score: Raw -1136600.977573 + Penalty 3093.723011 = -1133507.254562
  nChanged 7
		SP:Iteration 87Q (196543.740000 sec): 3 clusters
  Score: Raw -1136601.919276 + Penalty 3093.723011 = -1133508.196265
  nChanged 7
		SP:Iteration 88Q (196544.030000 sec): 3 clusters
  Score: Raw -1136602.676565 + Penalty 3093.723011 = -1133508.953554
  nChanged 10
		SP:Iteration 89Q (196544.320000 sec): 3 clusters
  Score: Raw -1136604.108131 + Penalty 3093.723011 = -1133510.385121
  nChanged 13
		SP:Iteration 90Q (196544.550000 sec): 3 clusters
  Score: Raw -1136606.172483 + Penalty 3093.723011 = -1133512.449472
  nChanged 15
		SP:Iteration 91Q (196544.830000 sec): 3 clusters
  Score: Raw -1136607.575118 + Penalty 3093.723011 = -1133513.852107
  nChanged 11
		SP:Iteration 92Q (196545.120000 sec): 3 clusters
  Score: Raw -1136608.450747 + Penalty 3093.723011 = -1133514.727736
  nChanged 4
		SP:Iteration 93Q (196545.360000 sec): 3 clusters
  Score: Raw -1136608.636676 + Penalty 3093.723011 = -1133514.913665
  nChanged 1
		SP:Iteration 94Q (196545.680000 sec): 3 clusters
  Score: Raw -1136608.691700 + Penalty 3093.723011 = -1133514.968689
  nChanged 1
		SP:Iteration 95Q (196545.960000 sec): 3 clusters
  Score: Raw -1136608.723636 + Penalty 3093.723011 = -1133515.000625
  nChanged 1
		SP:Iteration 96Q (196546.200000 sec): 3 clusters
  Score: Raw -1136608.762667 + Penalty 3093.723011 = -1133515.039656
  nChanged 1
		SP:Iteration 97Q (196546.490000 sec): 3 clusters
  Score: Raw -1136608.835033 + Penalty 3093.723011 = -1133515.112022
  nChanged 1
		SP:Iteration 98Q (196546.770000 sec): 3 clusters
  Score: Raw -1136608.900042 + Penalty 3093.723011 = -1133515.177031
  nChanged 0
		SP:Iteration 99F (196547.020000 sec): 3 clusters
  Score: Raw -1136608.900042 + Penalty 3093.723011 = -1133515.177031
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 47 (4578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196547.120000 sec): 2 clusters
  Score: Raw -387402.252780 + Penalty 1369.715344 = -386032.537436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196547.230000 sec): 3 clusters
  Score: Raw -385064.645116 + Penalty 2739.430688 = -382325.214429
  nChanged 1866
		SP:Iteration 1F (196547.310000 sec): 3 clusters
  Score: Raw -386249.007385 + Penalty 2739.430688 = -383509.576698
  nChanged 501
		SP:Iteration 2F (196547.400000 sec): 3 clusters
  Score: Raw -386749.075275 + Penalty 2739.430688 = -384009.644588
  nChanged 438
		SP:Iteration 3F (196547.480000 sec): 3 clusters
  Score: Raw -387177.472185 + Penalty 2739.430688 = -384438.041498
  nChanged 294
		SP:Iteration 4F (196547.570000 sec): 3 clusters
  Score: Raw -387416.001157 + Penalty 2739.430688 = -384676.570470
  nChanged 207
		SP:Iteration 5Q (196547.650000 sec): 3 clusters
  Score: Raw -387536.608965 + Penalty 2739.430688 = -384797.178278
  nChanged 129
		SP:Iteration 6Q (196547.740000 sec): 3 clusters
  Score: Raw -387605.414266 + Penalty 2739.430688 = -384865.983579
  nChanged 104
		SP:Iteration 7Q (196547.820000 sec): 3 clusters
  Score: Raw -387656.935265 + Penalty 2739.430688 = -384917.504577
  nChanged 64
		SP:Iteration 8Q (196547.910000 sec): 3 clusters
  Score: Raw -387680.321839 + Penalty 2739.430688 = -384940.891152
  nChanged 39
		SP:Iteration 9Q (196547.990000 sec): 3 clusters
  Score: Raw -387695.498822 + Penalty 2739.430688 = -384956.068134
  nChanged 37
		SP:Iteration 10Q (196548.080000 sec): 3 clusters
  Score: Raw -387706.835186 + Penalty 2739.430688 = -384967.404498
  nChanged 25
		SP:Iteration 11Q (196548.170000 sec): 3 clusters
  Score: Raw -387714.936796 + Penalty 2739.430688 = -384975.506108
  nChanged 20
		SP:Iteration 12Q (196548.250000 sec): 3 clusters
  Score: Raw -387719.946356 + Penalty 2739.430688 = -384980.515668
  nChanged 17
		SP:Iteration 13Q (196548.340000 sec): 3 clusters
  Score: Raw -387724.886113 + Penalty 2739.430688 = -384985.455426
  nChanged 13
		SP:Iteration 14Q (196548.420000 sec): 3 clusters
  Score: Raw -387729.092932 + Penalty 2739.430688 = -384989.662244
  nChanged 15
		SP:Iteration 15Q (196548.510000 sec): 3 clusters
  Score: Raw -387733.859126 + Penalty 2739.430688 = -384994.428438
  nChanged 12
		SP:Iteration 16Q (196548.590000 sec): 3 clusters
  Score: Raw -387737.491044 + Penalty 2739.430688 = -384998.060357
  nChanged 7
		SP:Iteration 17Q (196548.680000 sec): 3 clusters
  Score: Raw -387738.754139 + Penalty 2739.430688 = -384999.323451
  nChanged 6
		SP:Iteration 18Q (196548.760000 sec): 3 clusters
  Score: Raw -387740.298521 + Penalty 2739.430688 = -385000.867833
  nChanged 4
		SP:Iteration 19Q (196548.850000 sec): 3 clusters
  Score: Raw -387741.420055 + Penalty 2739.430688 = -385001.989367
  nChanged 7
		SP:Iteration 20F (196548.930000 sec): 3 clusters
  Score: Raw -387743.393529 + Penalty 2739.430688 = -385003.962841
  nChanged 7
		SP:Iteration 21Q (196549.020000 sec): 3 clusters
  Score: Raw -387745.373344 + Penalty 2739.430688 = -385005.942657
  nChanged 7
		SP:Iteration 22Q (196549.110000 sec): 3 clusters
  Score: Raw -387746.711632 + Penalty 2739.430688 = -385007.280945
  nChanged 3
		SP:Iteration 23Q (196549.200000 sec): 3 clusters
  Score: Raw -387747.074650 + Penalty 2739.430688 = -385007.643962
  nChanged 2
		SP:Iteration 24Q (196549.290000 sec): 3 clusters
  Score: Raw -387747.724955 + Penalty 2739.430688 = -385008.294267
  nChanged 0
		SP:Iteration 25F (196549.370000 sec): 3 clusters
  Score: Raw -387747.724955 + Penalty 2739.430688 = -385008.294267
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 48 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196549.440000 sec): 2 clusters
  Score: Raw -414923.462439 + Penalty 1355.285315 = -413568.177125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196549.530000 sec): 3 clusters
  Score: Raw -412770.130585 + Penalty 2710.570629 = -410059.559955
  nChanged 1652
		SP:Iteration 1F (196549.610000 sec): 3 clusters
  Score: Raw -413610.194663 + Penalty 2710.570629 = -410899.624033
  nChanged 295
		SP:Iteration 2F (196549.690000 sec): 3 clusters
  Score: Raw -413769.277812 + Penalty 2710.570629 = -411058.707182
  nChanged 228
		SP:Iteration 3F (196549.770000 sec): 3 clusters
  Score: Raw -413896.019384 + Penalty 2710.570629 = -411185.448755
  nChanged 193
		SP:Iteration 4Q (196549.850000 sec): 3 clusters
  Score: Raw -413999.964675 + Penalty 2710.570629 = -411289.394046
  nChanged 149
		SP:Iteration 5Q (196549.930000 sec): 3 clusters
  Score: Raw -414086.453292 + Penalty 2710.570629 = -411375.882663
  nChanged 160
		SP:Iteration 6Q (196550.020000 sec): 3 clusters
  Score: Raw -414179.341079 + Penalty 2710.570629 = -411468.770450
  nChanged 152
		SP:Iteration 7Q (196550.100000 sec): 3 clusters
  Score: Raw -414265.111997 + Penalty 2710.570629 = -411554.541367
  nChanged 134
		SP:Iteration 8Q (196550.180000 sec): 3 clusters
  Score: Raw -414333.739152 + Penalty 2710.570629 = -411623.168522
  nChanged 114
		SP:Iteration 9Q (196550.250000 sec): 3 clusters
  Score: Raw -414391.766252 + Penalty 2710.570629 = -411681.195623
  nChanged 112
		SP:Iteration 10Q (196550.400000 sec): 3 clusters
  Score: Raw -414447.308762 + Penalty 2710.570629 = -411736.738133
  nChanged 104
		SP:Iteration 11Q (196550.580000 sec): 3 clusters
  Score: Raw -414499.000115 + Penalty 2710.570629 = -411788.429485
  nChanged 112
		SP:Iteration 12Q (196550.760000 sec): 3 clusters
  Score: Raw -414555.316512 + Penalty 2710.570629 = -411844.745882
  nChanged 114
		SP:Iteration 13Q (196550.930000 sec): 3 clusters
  Score: Raw -414618.607213 + Penalty 2710.570629 = -411908.036584
  nChanged 139
		SP:Iteration 14Q (196551.110000 sec): 3 clusters
  Score: Raw -414705.105633 + Penalty 2710.570629 = -411994.535004
  nChanged 153
		SP:Iteration 15Q (196551.280000 sec): 3 clusters
  Score: Raw -414806.149910 + Penalty 2710.570629 = -412095.579280
  nChanged 137
		SP:Iteration 16Q (196551.460000 sec): 3 clusters
  Score: Raw -414901.672146 + Penalty 2710.570629 = -412191.101516
  nChanged 122
		SP:Iteration 17Q (196551.640000 sec): 3 clusters
  Score: Raw -414977.365516 + Penalty 2710.570629 = -412266.794886
  nChanged 98
		SP:Iteration 18Q (196551.810000 sec): 3 clusters
  Score: Raw -415036.524358 + Penalty 2710.570629 = -412325.953729
  nChanged 88
		SP:Iteration 19Q (196551.990000 sec): 3 clusters
  Score: Raw -415089.596088 + Penalty 2710.570629 = -412379.025458
  nChanged 67
		SP:Iteration 20F (196552.160000 sec): 3 clusters
  Score: Raw -415123.077091 + Penalty 2710.570629 = -412412.506461
  nChanged 54
		SP:Iteration 21Q (196552.340000 sec): 3 clusters
  Score: Raw -415146.557768 + Penalty 2710.570629 = -412435.987138
  nChanged 46
		SP:Iteration 22Q (196552.440000 sec): 3 clusters
  Score: Raw -415169.483967 + Penalty 2710.570629 = -412458.913338
  nChanged 44
		SP:Iteration 23Q (196552.600000 sec): 3 clusters
  Score: Raw -415190.134755 + Penalty 2710.570629 = -412479.564125
  nChanged 39
		SP:Iteration 24Q (196552.820000 sec): 3 clusters
  Score: Raw -415208.077029 + Penalty 2710.570629 = -412497.506400
  nChanged 30
		SP:Iteration 25Q (196552.860000 sec): 3 clusters
  Score: Raw -415224.326299 + Penalty 2710.570629 = -412513.755669
  nChanged 35
		SP:Iteration 26Q (196553.040000 sec): 3 clusters
  Score: Raw -415240.548914 + Penalty 2710.570629 = -412529.978285
  nChanged 35
		SP:Iteration 27Q (196553.220000 sec): 3 clusters
  Score: Raw -415258.136737 + Penalty 2710.570629 = -412547.566108
  nChanged 24
		SP:Iteration 28Q (196553.400000 sec): 3 clusters
  Score: Raw -415269.623388 + Penalty 2710.570629 = -412559.052758
  nChanged 16
		SP:Iteration 29Q (196553.570000 sec): 3 clusters
  Score: Raw -415277.061492 + Penalty 2710.570629 = -412566.490863
  nChanged 15
		SP:Iteration 30Q (196553.750000 sec): 3 clusters
  Score: Raw -415283.080831 + Penalty 2710.570629 = -412572.510201
  nChanged 10
		SP:Iteration 31Q (196553.920000 sec): 3 clusters
  Score: Raw -415287.745027 + Penalty 2710.570629 = -412577.174397
  nChanged 13
		SP:Iteration 32Q (196554.100000 sec): 3 clusters
  Score: Raw -415292.636630 + Penalty 2710.570629 = -412582.066001
  nChanged 10
		SP:Iteration 33Q (196554.280000 sec): 3 clusters
  Score: Raw -415295.990499 + Penalty 2710.570629 = -412585.419869
  nChanged 9
		SP:Iteration 34Q (196554.450000 sec): 3 clusters
  Score: Raw -415299.585048 + Penalty 2710.570629 = -412589.014419
  nChanged 10
		SP:Iteration 35Q (196554.610000 sec): 3 clusters
  Score: Raw -415303.187434 + Penalty 2710.570629 = -412592.616804
  nChanged 4
		SP:Iteration 36Q (196554.780000 sec): 3 clusters
  Score: Raw -415304.683553 + Penalty 2710.570629 = -412594.112924
  nChanged 3
		SP:Iteration 37Q (196554.940000 sec): 3 clusters
  Score: Raw -415305.502247 + Penalty 2710.570629 = -412594.931618
  nChanged 3
		SP:Iteration 38Q (196555.100000 sec): 3 clusters
  Score: Raw -415306.534226 + Penalty 2710.570629 = -412595.963597
  nChanged 2
		SP:Iteration 39Q (196555.290000 sec): 3 clusters
  Score: Raw -415307.314223 + Penalty 2710.570629 = -412596.743594
  nChanged 3
		SP:Iteration 40F (196555.370000 sec): 3 clusters
  Score: Raw -415307.801522 + Penalty 2710.570629 = -412597.230893
  nChanged 1
		SP:Iteration 41Q (196555.440000 sec): 3 clusters
  Score: Raw -415308.097734 + Penalty 2710.570629 = -412597.527104
  nChanged 0
		SP:Iteration 42F (196555.520000 sec): 3 clusters
  Score: Raw -415308.097734 + Penalty 2710.570629 = -412597.527104
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 49 (7749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196555.630000 sec): 2 clusters
  Score: Raw -711752.278529 + Penalty 1455.239351 = -710297.039178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196555.830000 sec): 3 clusters
  Score: Raw -707460.597208 + Penalty 2910.478702 = -704550.118507
  nChanged 3281
		SP:Iteration 1F (196556.030000 sec): 3 clusters
  Score: Raw -709318.566244 + Penalty 2910.478702 = -706408.087543
  nChanged 585
		SP:Iteration 2F (196556.230000 sec): 3 clusters
  Score: Raw -709658.528860 + Penalty 2910.478702 = -706748.050159
  nChanged 518
		SP:Iteration 3F (196556.420000 sec): 3 clusters
  Score: Raw -709957.653253 + Penalty 2910.478702 = -707047.174552
  nChanged 450
		SP:Iteration 4F (196556.630000 sec): 3 clusters
  Score: Raw -710217.449555 + Penalty 2910.478702 = -707306.970853
  nChanged 401
		SP:Iteration 5F (196556.820000 sec): 3 clusters
  Score: Raw -710450.541391 + Penalty 2910.478702 = -707540.062690
  nChanged 356
		SP:Iteration 6Q (196557.020000 sec): 3 clusters
  Score: Raw -710642.354571 + Penalty 2910.478702 = -707731.875869
  nChanged 286
		SP:Iteration 7Q (196557.220000 sec): 3 clusters
  Score: Raw -710782.791121 + Penalty 2910.478702 = -707872.312420
  nChanged 254
		SP:Iteration 8Q (196557.420000 sec): 3 clusters
  Score: Raw -710910.024061 + Penalty 2910.478702 = -707999.545359
  nChanged 254
		SP:Iteration 9Q (196557.630000 sec): 3 clusters
  Score: Raw -711037.341816 + Penalty 2910.478702 = -708126.863114
  nChanged 226
		SP:Iteration 10Q (196557.810000 sec): 3 clusters
  Score: Raw -711151.563364 + Penalty 2910.478702 = -708241.084663
  nChanged 212
		SP:Iteration 11Q (196558.010000 sec): 3 clusters
  Score: Raw -711259.233199 + Penalty 2910.478702 = -708348.754498
  nChanged 186
		SP:Iteration 12Q (196558.210000 sec): 3 clusters
  Score: Raw -711362.907646 + Penalty 2910.478702 = -708452.428945
  nChanged 173
		SP:Iteration 13Q (196558.410000 sec): 3 clusters
  Score: Raw -711451.764807 + Penalty 2910.478702 = -708541.286106
  nChanged 157
		SP:Iteration 14Q (196558.610000 sec): 3 clusters
  Score: Raw -711534.114696 + Penalty 2910.478702 = -708623.635995
  nChanged 128
		SP:Iteration 15Q (196558.800000 sec): 3 clusters
  Score: Raw -711606.070828 + Penalty 2910.478702 = -708695.592126
  nChanged 115
		SP:Iteration 16Q (196559.000000 sec): 3 clusters
  Score: Raw -711667.705644 + Penalty 2910.478702 = -708757.226943
  nChanged 95
		SP:Iteration 17Q (196559.200000 sec): 3 clusters
  Score: Raw -711719.382817 + Penalty 2910.478702 = -708808.904115
  nChanged 87
		SP:Iteration 18Q (196559.400000 sec): 3 clusters
  Score: Raw -711765.577028 + Penalty 2910.478702 = -708855.098326
  nChanged 74
		SP:Iteration 19Q (196559.600000 sec): 3 clusters
  Score: Raw -711802.541852 + Penalty 2910.478702 = -708892.063150
  nChanged 64
		SP:Iteration 20F (196559.800000 sec): 3 clusters
  Score: Raw -711834.167161 + Penalty 2910.478702 = -708923.688460
  nChanged 54
		SP:Iteration 21Q (196560.000000 sec): 3 clusters
  Score: Raw -711862.415549 + Penalty 2910.478702 = -708951.936847
  nChanged 51
		SP:Iteration 22Q (196560.200000 sec): 3 clusters
  Score: Raw -711884.683035 + Penalty 2910.478702 = -708974.204334
  nChanged 44
		SP:Iteration 23Q (196560.400000 sec): 3 clusters
  Score: Raw -711904.287951 + Penalty 2910.478702 = -708993.809250
  nChanged 31
		SP:Iteration 24Q (196560.600000 sec): 3 clusters
  Score: Raw -711918.366192 + Penalty 2910.478702 = -709007.887491
  nChanged 34
		SP:Iteration 25Q (196560.800000 sec): 3 clusters
  Score: Raw -711934.347333 + Penalty 2910.478702 = -709023.868631
  nChanged 24
		SP:Iteration 26Q (196561.000000 sec): 3 clusters
  Score: Raw -711945.058848 + Penalty 2910.478702 = -709034.580146
  nChanged 22
		SP:Iteration 27Q (196561.200000 sec): 3 clusters
  Score: Raw -711953.791537 + Penalty 2910.478702 = -709043.312836
  nChanged 13
		SP:Iteration 28Q (196561.400000 sec): 3 clusters
  Score: Raw -711959.744839 + Penalty 2910.478702 = -709049.266137
  nChanged 18
		SP:Iteration 29Q (196561.600000 sec): 3 clusters
  Score: Raw -711968.605829 + Penalty 2910.478702 = -709058.127128
  nChanged 14
		SP:Iteration 30Q (196561.800000 sec): 3 clusters
  Score: Raw -711975.659135 + Penalty 2910.478702 = -709065.180433
  nChanged 8
		SP:Iteration 31Q (196562.000000 sec): 3 clusters
  Score: Raw -711978.982817 + Penalty 2910.478702 = -709068.504115
  nChanged 10
		SP:Iteration 32Q (196562.200000 sec): 3 clusters
  Score: Raw -711983.768189 + Penalty 2910.478702 = -709073.289487
  nChanged 9
		SP:Iteration 33Q (196562.400000 sec): 3 clusters
  Score: Raw -711987.581210 + Penalty 2910.478702 = -709077.102509
  nChanged 7
		SP:Iteration 34Q (196562.600000 sec): 3 clusters
  Score: Raw -711989.614855 + Penalty 2910.478702 = -709079.136153
  nChanged 4
		SP:Iteration 35Q (196562.800000 sec): 3 clusters
  Score: Raw -711991.221540 + Penalty 2910.478702 = -709080.742838
  nChanged 4
		SP:Iteration 36Q (196563.000000 sec): 3 clusters
  Score: Raw -711993.187212 + Penalty 2910.478702 = -709082.708510
  nChanged 9
		SP:Iteration 37Q (196563.200000 sec): 3 clusters
  Score: Raw -711996.567614 + Penalty 2910.478702 = -709086.088912
  nChanged 8
		SP:Iteration 38Q (196563.400000 sec): 3 clusters
  Score: Raw -711999.058102 + Penalty 2910.478702 = -709088.579400
  nChanged 5
		SP:Iteration 39Q (196563.600000 sec): 3 clusters
  Score: Raw -712000.686754 + Penalty 2910.478702 = -709090.208052
  nChanged 7
		SP:Iteration 40F (196563.800000 sec): 3 clusters
  Score: Raw -712002.809646 + Penalty 2910.478702 = -709092.330944
  nChanged 7
		SP:Iteration 41Q (196564.020000 sec): 3 clusters
  Score: Raw -712006.112094 + Penalty 2910.478702 = -709095.633393
  nChanged 7
		SP:Iteration 42Q (196564.240000 sec): 3 clusters
  Score: Raw -712008.965708 + Penalty 2910.478702 = -709098.487006
  nChanged 5
		SP:Iteration 43Q (196564.440000 sec): 3 clusters
  Score: Raw -712010.501759 + Penalty 2910.478702 = -709100.023057
  nChanged 7
		SP:Iteration 44Q (196564.640000 sec): 3 clusters
  Score: Raw -712012.698886 + Penalty 2910.478702 = -709102.220184
  nChanged 10
		SP:Iteration 45Q (196564.840000 sec): 3 clusters
  Score: Raw -712015.761212 + Penalty 2910.478702 = -709105.282511
  nChanged 4
		SP:Iteration 46Q (196565.040000 sec): 3 clusters
  Score: Raw -712016.956895 + Penalty 2910.478702 = -709106.478194
  nChanged 1
		SP:Iteration 47Q (196565.240000 sec): 3 clusters
  Score: Raw -712017.120580 + Penalty 2910.478702 = -709106.641878
  nChanged 0
		SP:Iteration 48F (196565.470000 sec): 3 clusters
  Score: Raw -712017.120580 + Penalty 2910.478702 = -709106.641878
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 50 (7123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196565.550000 sec): 2 clusters
  Score: Raw -619772.419516 + Penalty 1441.551193 = -618330.868323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196565.660000 sec): 3 clusters
  Score: Raw -615906.853706 + Penalty 2883.102386 = -613023.751320
  nChanged 2982
		SP:Iteration 1F (196565.780000 sec): 3 clusters
  Score: Raw -617651.302206 + Penalty 2883.102386 = -614768.199821
  nChanged 594
		SP:Iteration 2F (196565.890000 sec): 3 clusters
  Score: Raw -618050.676763 + Penalty 2883.102386 = -615167.574378
  nChanged 503
		SP:Iteration 3F (196566.010000 sec): 3 clusters
  Score: Raw -618403.533449 + Penalty 2883.102386 = -615520.431063
  nChanged 439
		SP:Iteration 4F (196566.200000 sec): 3 clusters
  Score: Raw -618692.592765 + Penalty 2883.102386 = -615809.490379
  nChanged 377
		SP:Iteration 5F (196566.400000 sec): 3 clusters
  Score: Raw -618961.765257 + Penalty 2883.102386 = -616078.662871
  nChanged 348
		SP:Iteration 6Q (196566.600000 sec): 3 clusters
  Score: Raw -619181.423990 + Penalty 2883.102386 = -616298.321605
  nChanged 295
		SP:Iteration 7Q (196566.800000 sec): 3 clusters
  Score: Raw -619357.453201 + Penalty 2883.102386 = -616474.350815
  nChanged 230
		SP:Iteration 8Q (196567.010000 sec): 3 clusters
  Score: Raw -619480.855998 + Penalty 2883.102386 = -616597.753612
  nChanged 210
		SP:Iteration 9Q (196567.210000 sec): 3 clusters
  Score: Raw -619601.093274 + Penalty 2883.102386 = -616717.990888
  nChanged 175
		SP:Iteration 10Q (196567.410000 sec): 3 clusters
  Score: Raw -619705.014974 + Penalty 2883.102386 = -616821.912588
  nChanged 140
		SP:Iteration 11Q (196567.620000 sec): 3 clusters
  Score: Raw -619766.731899 + Penalty 2883.102386 = -616883.629513
  nChanged 126
		SP:Iteration 12Q (196567.820000 sec): 3 clusters
  Score: Raw -619817.845346 + Penalty 2883.102386 = -616934.742960
  nChanged 89
		SP:Iteration 13Q (196568.020000 sec): 3 clusters
  Score: Raw -619853.098881 + Penalty 2883.102386 = -616969.996495
  nChanged 75
		SP:Iteration 14Q (196568.220000 sec): 3 clusters
  Score: Raw -619879.979567 + Penalty 2883.102386 = -616996.877181
  nChanged 68
		SP:Iteration 15Q (196568.410000 sec): 3 clusters
  Score: Raw -619897.545931 + Penalty 2883.102386 = -617014.443545
  nChanged 42
		SP:Iteration 16Q (196568.520000 sec): 3 clusters
  Score: Raw -619907.548084 + Penalty 2883.102386 = -617024.445698
  nChanged 38
		SP:Iteration 17Q (196568.710000 sec): 3 clusters
  Score: Raw -619917.504989 + Penalty 2883.102386 = -617034.402603
  nChanged 33
		SP:Iteration 18Q (196568.910000 sec): 3 clusters
  Score: Raw -619925.914035 + Penalty 2883.102386 = -617042.811649
  nChanged 27
		SP:Iteration 19Q (196569.120000 sec): 3 clusters
  Score: Raw -619931.105626 + Penalty 2883.102386 = -617048.003241
  nChanged 21
		SP:Iteration 20F (196569.320000 sec): 3 clusters
  Score: Raw -619935.222098 + Penalty 2883.102386 = -617052.119712
  nChanged 14
		SP:Iteration 21Q (196569.520000 sec): 3 clusters
  Score: Raw -619938.075092 + Penalty 2883.102386 = -617054.972706
  nChanged 17
		SP:Iteration 22Q (196569.730000 sec): 3 clusters
  Score: Raw -619940.790397 + Penalty 2883.102386 = -617057.688011
  nChanged 13
		SP:Iteration 23Q (196569.930000 sec): 3 clusters
  Score: Raw -619942.819764 + Penalty 2883.102386 = -617059.717378
  nChanged 14
		SP:Iteration 24Q (196570.130000 sec): 3 clusters
  Score: Raw -619944.959981 + Penalty 2883.102386 = -617061.857596
  nChanged 7
		SP:Iteration 25Q (196570.340000 sec): 3 clusters
  Score: Raw -619945.954485 + Penalty 2883.102386 = -617062.852100
  nChanged 9
		SP:Iteration 26Q (196570.540000 sec): 3 clusters
  Score: Raw -619947.427543 + Penalty 2883.102386 = -617064.325157
  nChanged 9
		SP:Iteration 27Q (196570.740000 sec): 3 clusters
  Score: Raw -619949.508893 + Penalty 2883.102386 = -617066.406507
  nChanged 10
		SP:Iteration 28Q (196570.950000 sec): 3 clusters
  Score: Raw -619951.871099 + Penalty 2883.102386 = -617068.768714
  nChanged 9
		SP:Iteration 29Q (196571.150000 sec): 3 clusters
  Score: Raw -619953.199002 + Penalty 2883.102386 = -617070.096616
  nChanged 11
		SP:Iteration 30Q (196571.360000 sec): 3 clusters
  Score: Raw -619955.444674 + Penalty 2883.102386 = -617072.342289
  nChanged 10
		SP:Iteration 31Q (196571.560000 sec): 3 clusters
  Score: Raw -619957.287912 + Penalty 2883.102386 = -617074.185527
  nChanged 13
		SP:Iteration 32Q (196571.760000 sec): 3 clusters
  Score: Raw -619959.417932 + Penalty 2883.102386 = -617076.315546
  nChanged 14
		SP:Iteration 33Q (196571.970000 sec): 3 clusters
  Score: Raw -619961.417719 + Penalty 2883.102386 = -617078.315334
  nChanged 10
		SP:Iteration 34Q (196572.220000 sec): 3 clusters
  Score: Raw -619963.407758 + Penalty 2883.102386 = -617080.305372
  nChanged 10
		SP:Iteration 35Q (196572.420000 sec): 3 clusters
  Score: Raw -619965.246814 + Penalty 2883.102386 = -617082.144428
  nChanged 6
		SP:Iteration 36Q (196572.620000 sec): 3 clusters
  Score: Raw -619965.935920 + Penalty 2883.102386 = -617082.833535
  nChanged 3
		SP:Iteration 37Q (196572.830000 sec): 3 clusters
  Score: Raw -619966.412072 + Penalty 2883.102386 = -617083.309686
  nChanged 4
		SP:Iteration 38Q (196573.030000 sec): 3 clusters
  Score: Raw -619966.933250 + Penalty 2883.102386 = -617083.830864
  nChanged 3
		SP:Iteration 39Q (196573.230000 sec): 3 clusters
  Score: Raw -619967.278197 + Penalty 2883.102386 = -617084.175811
  nChanged 3
		SP:Iteration 40F (196573.440000 sec): 3 clusters
  Score: Raw -619967.790514 + Penalty 2883.102386 = -617084.688129
  nChanged 1
		SP:Iteration 41Q (196573.640000 sec): 3 clusters
  Score: Raw -619967.858144 + Penalty 2883.102386 = -617084.755758
  nChanged 1
		SP:Iteration 42Q (196573.840000 sec): 3 clusters
  Score: Raw -619967.948005 + Penalty 2883.102386 = -617084.845619
  nChanged 0
		SP:Iteration 43F (196574.050000 sec): 3 clusters
  Score: Raw -619967.948005 + Penalty 2883.102386 = -617084.845619
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 51 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196574.150000 sec): 2 clusters
  Score: Raw -293214.814710 + Penalty 1320.415036 = -291894.399675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196574.330000 sec): 3 clusters
  Score: Raw -291591.803473 + Penalty 2640.830071 = -288950.973402
  nChanged 1295
		SP:Iteration 1F (196574.500000 sec): 3 clusters
  Score: Raw -292400.150872 + Penalty 2640.830071 = -289759.320801
  nChanged 285
		SP:Iteration 2F (196574.680000 sec): 3 clusters
  Score: Raw -292674.163065 + Penalty 2640.830071 = -290033.332994
  nChanged 248
		SP:Iteration 3F (196574.860000 sec): 3 clusters
  Score: Raw -292918.306885 + Penalty 2640.830071 = -290277.476813
  nChanged 219
		SP:Iteration 4F (196575.030000 sec): 3 clusters
  Score: Raw -293141.336030 + Penalty 2640.830071 = -290500.505958
  nChanged 202
		SP:Iteration 5F (196575.210000 sec): 3 clusters
  Score: Raw -293365.313349 + Penalty 2640.830071 = -290724.483278
  nChanged 182
		SP:Iteration 6F (196575.380000 sec): 3 clusters
  Score: Raw -293556.270584 + Penalty 2640.830071 = -290915.440513
  nChanged 141
		SP:Iteration 7Q (196575.560000 sec): 3 clusters
  Score: Raw -293692.797190 + Penalty 2640.830071 = -291051.967119
  nChanged 126
		SP:Iteration 8Q (196575.740000 sec): 3 clusters
  Score: Raw -293798.379140 + Penalty 2640.830071 = -291157.549069
  nChanged 83
		SP:Iteration 9Q (196575.910000 sec): 3 clusters
  Score: Raw -293873.933479 + Penalty 2640.830071 = -291233.103408
  nChanged 67
		SP:Iteration 10Q (196576.090000 sec): 3 clusters
  Score: Raw -293936.842186 + Penalty 2640.830071 = -291296.012115
  nChanged 41
		SP:Iteration 11Q (196576.260000 sec): 3 clusters
  Score: Raw -293975.857593 + Penalty 2640.830071 = -291335.027521
  nChanged 32
		SP:Iteration 12Q (196576.440000 sec): 3 clusters
  Score: Raw -293998.493116 + Penalty 2640.830071 = -291357.663045
  nChanged 21
		SP:Iteration 13Q (196576.610000 sec): 3 clusters
  Score: Raw -294016.246619 + Penalty 2640.830071 = -291375.416547
  nChanged 23
		SP:Iteration 14Q (196576.790000 sec): 3 clusters
  Score: Raw -294033.225078 + Penalty 2640.830071 = -291392.395006
  nChanged 24
		SP:Iteration 15Q (196576.960000 sec): 3 clusters
  Score: Raw -294055.428936 + Penalty 2640.830071 = -291414.598865
  nChanged 30
		SP:Iteration 16Q (196577.140000 sec): 3 clusters
  Score: Raw -294082.662540 + Penalty 2640.830071 = -291441.832469
  nChanged 24
		SP:Iteration 17Q (196577.320000 sec): 3 clusters
  Score: Raw -294110.797303 + Penalty 2640.830071 = -291469.967232
  nChanged 23
		SP:Iteration 18Q (196577.490000 sec): 3 clusters
  Score: Raw -294134.520989 + Penalty 2640.830071 = -291493.690918
  nChanged 19
		SP:Iteration 19Q (196577.670000 sec): 3 clusters
  Score: Raw -294154.217345 + Penalty 2640.830071 = -291513.387274
  nChanged 19
		SP:Iteration 20F (196577.840000 sec): 3 clusters
  Score: Raw -294165.829737 + Penalty 2640.830071 = -291524.999666
  nChanged 9
		SP:Iteration 21Q (196578.040000 sec): 3 clusters
  Score: Raw -294172.616766 + Penalty 2640.830071 = -291531.786694
  nChanged 7
		SP:Iteration 22Q (196578.200000 sec): 3 clusters
  Score: Raw -294177.397008 + Penalty 2640.830071 = -291536.566937
  nChanged 6
		SP:Iteration 23Q (196578.370000 sec): 3 clusters
  Score: Raw -294181.512111 + Penalty 2640.830071 = -291540.682040
  nChanged 2
		SP:Iteration 24Q (196578.550000 sec): 3 clusters
  Score: Raw -294181.856523 + Penalty 2640.830071 = -291541.026452
  nChanged 1
		SP:Iteration 25Q (196578.720000 sec): 3 clusters
  Score: Raw -294181.979020 + Penalty 2640.830071 = -291541.148949
  nChanged 1
		SP:Iteration 26Q (196578.900000 sec): 3 clusters
  Score: Raw -294182.420371 + Penalty 2640.830071 = -291541.590299
  nChanged 2
		SP:Iteration 27Q (196579.080000 sec): 3 clusters
  Score: Raw -294183.025526 + Penalty 2640.830071 = -291542.195454
  nChanged 0
		SP:Iteration 28F (196579.250000 sec): 3 clusters
  Score: Raw -294183.025526 + Penalty 2640.830071 = -291542.195454
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 52 (3126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196579.320000 sec): 2 clusters
  Score: Raw -223955.866453 + Penalty 1307.720296 = -222648.146157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196579.500000 sec): 3 clusters
  Score: Raw -222441.624752 + Penalty 2615.440591 = -219826.184161
  nChanged 1191
		SP:Iteration 1F (196579.680000 sec): 3 clusters
  Score: Raw -223166.727411 + Penalty 2615.440591 = -220551.286820
  nChanged 274
		SP:Iteration 2F (196579.850000 sec): 3 clusters
  Score: Raw -223379.916619 + Penalty 2615.440591 = -220764.476028
  nChanged 205
		SP:Iteration 3F (196580.030000 sec): 3 clusters
  Score: Raw -223586.527445 + Penalty 2615.440591 = -220971.086854
  nChanged 203
		SP:Iteration 4F (196580.200000 sec): 3 clusters
  Score: Raw -223746.805497 + Penalty 2615.440591 = -221131.364906
  nChanged 151
		SP:Iteration 5Q (196580.380000 sec): 3 clusters
  Score: Raw -223859.177831 + Penalty 2615.440591 = -221243.737240
  nChanged 120
		SP:Iteration 6Q (196580.560000 sec): 3 clusters
  Score: Raw -223947.037975 + Penalty 2615.440591 = -221331.597384
  nChanged 91
		SP:Iteration 7Q (196580.730000 sec): 3 clusters
  Score: Raw -224008.921908 + Penalty 2615.440591 = -221393.481317
  nChanged 82
		SP:Iteration 8Q (196580.910000 sec): 3 clusters
  Score: Raw -224061.316632 + Penalty 2615.440591 = -221445.876041
  nChanged 62
		SP:Iteration 9Q (196581.080000 sec): 3 clusters
  Score: Raw -224096.829262 + Penalty 2615.440591 = -221481.388671
  nChanged 55
		SP:Iteration 10Q (196581.260000 sec): 3 clusters
  Score: Raw -224135.451628 + Penalty 2615.440591 = -221520.011037
  nChanged 55
		SP:Iteration 11Q (196581.440000 sec): 3 clusters
  Score: Raw -224173.817128 + Penalty 2615.440591 = -221558.376536
  nChanged 52
		SP:Iteration 12Q (196581.620000 sec): 3 clusters
  Score: Raw -224211.525468 + Penalty 2615.440591 = -221596.084877
  nChanged 56
		SP:Iteration 13Q (196581.770000 sec): 3 clusters
  Score: Raw -224248.382929 + Penalty 2615.440591 = -221632.942338
  nChanged 58
		SP:Iteration 14Q (196581.920000 sec): 3 clusters
  Score: Raw -224285.375599 + Penalty 2615.440591 = -221669.935008
  nChanged 39
		SP:Iteration 15Q (196582.070000 sec): 3 clusters
  Score: Raw -224308.019835 + Penalty 2615.440591 = -221692.579244
  nChanged 38
		SP:Iteration 16Q (196582.220000 sec): 3 clusters
  Score: Raw -224327.583656 + Penalty 2615.440591 = -221712.143065
  nChanged 28
		SP:Iteration 17Q (196582.370000 sec): 3 clusters
  Score: Raw -224346.227801 + Penalty 2615.440591 = -221730.787210
  nChanged 29
		SP:Iteration 18Q (196582.540000 sec): 3 clusters
  Score: Raw -224364.530563 + Penalty 2615.440591 = -221749.089972
  nChanged 27
		SP:Iteration 19Q (196582.710000 sec): 3 clusters
  Score: Raw -224380.009452 + Penalty 2615.440591 = -221764.568861
  nChanged 29
		SP:Iteration 20F (196582.890000 sec): 3 clusters
  Score: Raw -224396.161223 + Penalty 2615.440591 = -221780.720632
  nChanged 23
		SP:Iteration 21Q (196583.060000 sec): 3 clusters
  Score: Raw -224406.923946 + Penalty 2615.440591 = -221791.483355
  nChanged 14
		SP:Iteration 22Q (196583.240000 sec): 3 clusters
  Score: Raw -224415.020113 + Penalty 2615.440591 = -221799.579522
  nChanged 14
		SP:Iteration 23Q (196583.420000 sec): 3 clusters
  Score: Raw -224421.597387 + Penalty 2615.440591 = -221806.156796
  nChanged 14
		SP:Iteration 24Q (196583.590000 sec): 3 clusters
  Score: Raw -224427.088274 + Penalty 2615.440591 = -221811.647683
  nChanged 17
		SP:Iteration 25Q (196583.770000 sec): 3 clusters
  Score: Raw -224434.151778 + Penalty 2615.440591 = -221818.711187
  nChanged 12
		SP:Iteration 26Q (196583.940000 sec): 3 clusters
  Score: Raw -224440.543837 + Penalty 2615.440591 = -221825.103246
  nChanged 14
		SP:Iteration 27Q (196584.120000 sec): 3 clusters
  Score: Raw -224446.295520 + Penalty 2615.440591 = -221830.854929
  nChanged 16
		SP:Iteration 28Q (196584.300000 sec): 3 clusters
  Score: Raw -224454.494996 + Penalty 2615.440591 = -221839.054405
  nChanged 21
		SP:Iteration 29Q (196584.360000 sec): 3 clusters
  Score: Raw -224463.573901 + Penalty 2615.440591 = -221848.133310
  nChanged 14
		SP:Iteration 30Q (196584.420000 sec): 3 clusters
  Score: Raw -224470.021887 + Penalty 2615.440591 = -221854.581296
  nChanged 17
		SP:Iteration 31Q (196584.480000 sec): 3 clusters
  Score: Raw -224477.599647 + Penalty 2615.440591 = -221862.159056
  nChanged 21
		SP:Iteration 32Q (196584.540000 sec): 3 clusters
  Score: Raw -224486.557713 + Penalty 2615.440591 = -221871.117121
  nChanged 16
		SP:Iteration 33Q (196584.600000 sec): 3 clusters
  Score: Raw -224492.911301 + Penalty 2615.440591 = -221877.470710
  nChanged 13
		SP:Iteration 34Q (196584.660000 sec): 3 clusters
  Score: Raw -224499.070200 + Penalty 2615.440591 = -221883.629609
  nChanged 14
		SP:Iteration 35Q (196584.730000 sec): 3 clusters
  Score: Raw -224506.684658 + Penalty 2615.440591 = -221891.244067
  nChanged 18
		SP:Iteration 36Q (196584.790000 sec): 3 clusters
  Score: Raw -224513.905032 + Penalty 2615.440591 = -221898.464441
  nChanged 9
		SP:Iteration 37Q (196584.850000 sec): 3 clusters
  Score: Raw -224517.199420 + Penalty 2615.440591 = -221901.758829
  nChanged 8
		SP:Iteration 38Q (196584.910000 sec): 3 clusters
  Score: Raw -224519.086987 + Penalty 2615.440591 = -221903.646396
  nChanged 6
		SP:Iteration 39Q (196584.970000 sec): 3 clusters
  Score: Raw -224521.456623 + Penalty 2615.440591 = -221906.016032
  nChanged 7
		SP:Iteration 40F (196585.040000 sec): 3 clusters
  Score: Raw -224523.911616 + Penalty 2615.440591 = -221908.471025
  nChanged 3
		SP:Iteration 41Q (196585.100000 sec): 3 clusters
  Score: Raw -224525.585477 + Penalty 2615.440591 = -221910.144886
  nChanged 8
		SP:Iteration 42Q (196585.160000 sec): 3 clusters
  Score: Raw -224531.020310 + Penalty 2615.440591 = -221915.579719
  nChanged 8
		SP:Iteration 43Q (196585.220000 sec): 3 clusters
  Score: Raw -224538.187705 + Penalty 2615.440591 = -221922.747114
  nChanged 15
		SP:Iteration 44Q (196585.280000 sec): 3 clusters
  Score: Raw -224549.266660 + Penalty 2615.440591 = -221933.826069
  nChanged 11
		SP:Iteration 45Q (196585.340000 sec): 3 clusters
  Score: Raw -224557.251205 + Penalty 2615.440591 = -221941.810614
  nChanged 13
		SP:Iteration 46Q (196585.400000 sec): 3 clusters
  Score: Raw -224565.933784 + Penalty 2615.440591 = -221950.493193
  nChanged 12
		SP:Iteration 47Q (196585.460000 sec): 3 clusters
  Score: Raw -224574.662991 + Penalty 2615.440591 = -221959.222400
  nChanged 17
		SP:Iteration 48Q (196585.520000 sec): 3 clusters
  Score: Raw -224584.674402 + Penalty 2615.440591 = -221969.233811
  nChanged 17
		SP:Iteration 49Q (196585.580000 sec): 3 clusters
  Score: Raw -224595.722913 + Penalty 2615.440591 = -221980.282322
  nChanged 22
		SP:Iteration 50Q (196585.720000 sec): 3 clusters
  Score: Raw -224609.974107 + Penalty 2615.440591 = -221994.533516
  nChanged 23
		SP:Iteration 51Q (196585.900000 sec): 3 clusters
  Score: Raw -224628.457911 + Penalty 2615.440591 = -222013.017320
  nChanged 28
		SP:Iteration 52Q (196586.080000 sec): 3 clusters
  Score: Raw -224644.472393 + Penalty 2615.440591 = -222029.031802
  nChanged 31
		SP:Iteration 53Q (196586.250000 sec): 3 clusters
  Score: Raw -224666.911330 + Penalty 2615.440591 = -222051.470739
  nChanged 36
		SP:Iteration 54Q (196586.430000 sec): 3 clusters
  Score: Raw -224684.899086 + Penalty 2615.440591 = -222069.458495
  nChanged 27
		SP:Iteration 55Q (196586.600000 sec): 3 clusters
  Score: Raw -224700.872349 + Penalty 2615.440591 = -222085.431758
  nChanged 20
		SP:Iteration 56Q (196586.780000 sec): 3 clusters
  Score: Raw -224717.755452 + Penalty 2615.440591 = -222102.314860
  nChanged 27
		SP:Iteration 57Q (196586.960000 sec): 3 clusters
  Score: Raw -224731.947446 + Penalty 2615.440591 = -222116.506855
  nChanged 21
		SP:Iteration 58Q (196587.130000 sec): 3 clusters
  Score: Raw -224744.569788 + Penalty 2615.440591 = -222129.129197
  nChanged 18
		SP:Iteration 59Q (196587.310000 sec): 3 clusters
  Score: Raw -224756.126623 + Penalty 2615.440591 = -222140.686032
  nChanged 19
		SP:Iteration 60F (196587.480000 sec): 3 clusters
  Score: Raw -224766.483145 + Penalty 2615.440591 = -222151.042554
  nChanged 22
		SP:Iteration 61Q (196587.660000 sec): 3 clusters
  Score: Raw -224777.532435 + Penalty 2615.440591 = -222162.091844
  nChanged 26
		SP:Iteration 62Q (196587.840000 sec): 3 clusters
  Score: Raw -224791.281576 + Penalty 2615.440591 = -222175.840985
  nChanged 16
		SP:Iteration 63Q (196588.010000 sec): 3 clusters
  Score: Raw -224800.268585 + Penalty 2615.440591 = -222184.827994
  nChanged 18
		SP:Iteration 64Q (196588.190000 sec): 3 clusters
  Score: Raw -224808.649766 + Penalty 2615.440591 = -222193.209175
  nChanged 12
		SP:Iteration 65Q (196588.360000 sec): 3 clusters
  Score: Raw -224816.506938 + Penalty 2615.440591 = -222201.066347
  nChanged 13
		SP:Iteration 66Q (196588.540000 sec): 3 clusters
  Score: Raw -224824.170183 + Penalty 2615.440591 = -222208.729592
  nChanged 12
		SP:Iteration 67Q (196588.720000 sec): 3 clusters
  Score: Raw -224829.373996 + Penalty 2615.440591 = -222213.933404
  nChanged 6
		SP:Iteration 68Q (196588.890000 sec): 3 clusters
  Score: Raw -224832.019541 + Penalty 2615.440591 = -222216.578950
  nChanged 6
		SP:Iteration 69Q (196589.070000 sec): 3 clusters
  Score: Raw -224835.059430 + Penalty 2615.440591 = -222219.618838
  nChanged 9
		SP:Iteration 70Q (196589.240000 sec): 3 clusters
  Score: Raw -224838.457496 + Penalty 2615.440591 = -222223.016905
  nChanged 5
		SP:Iteration 71Q (196589.420000 sec): 3 clusters
  Score: Raw -224840.963883 + Penalty 2615.440591 = -222225.523292
  nChanged 6
		SP:Iteration 72Q (196589.600000 sec): 3 clusters
  Score: Raw -224845.948366 + Penalty 2615.440591 = -222230.507775
  nChanged 9
		SP:Iteration 73Q (196589.770000 sec): 3 clusters
  Score: Raw -224854.273427 + Penalty 2615.440591 = -222238.832836
  nChanged 11
		SP:Iteration 74Q (196589.950000 sec): 3 clusters
  Score: Raw -224859.401854 + Penalty 2615.440591 = -222243.961263
  nChanged 10
		SP:Iteration 75Q (196590.120000 sec): 3 clusters
  Score: Raw -224863.278532 + Penalty 2615.440591 = -222247.837941
  nChanged 5
		SP:Iteration 76Q (196590.300000 sec): 3 clusters
  Score: Raw -224867.298434 + Penalty 2615.440591 = -222251.857843
  nChanged 7
		SP:Iteration 77Q (196590.470000 sec): 3 clusters
  Score: Raw -224869.809422 + Penalty 2615.440591 = -222254.368831
  nChanged 8
		SP:Iteration 78Q (196590.650000 sec): 3 clusters
  Score: Raw -224873.158174 + Penalty 2615.440591 = -222257.717583
  nChanged 5
		SP:Iteration 79Q (196590.710000 sec): 3 clusters
  Score: Raw -224876.137062 + Penalty 2615.440591 = -222260.696471
  nChanged 4
		SP:Iteration 80F (196590.770000 sec): 3 clusters
  Score: Raw -224877.535425 + Penalty 2615.440591 = -222262.094834
  nChanged 5
		SP:Iteration 81Q (196590.830000 sec): 3 clusters
  Score: Raw -224879.077816 + Penalty 2615.440591 = -222263.637225
  nChanged 4
		SP:Iteration 82Q (196590.890000 sec): 3 clusters
  Score: Raw -224880.037855 + Penalty 2615.440591 = -222264.597263
  nChanged 5
		SP:Iteration 83Q (196590.950000 sec): 3 clusters
  Score: Raw -224881.335826 + Penalty 2615.440591 = -222265.895235
  nChanged 1
		SP:Iteration 84Q (196591.010000 sec): 3 clusters
  Score: Raw -224881.758856 + Penalty 2615.440591 = -222266.318265
  nChanged 1
		SP:Iteration 85Q (196591.070000 sec): 3 clusters
  Score: Raw -224882.252591 + Penalty 2615.440591 = -222266.812000
  nChanged 3
		SP:Iteration 86Q (196591.130000 sec): 3 clusters
  Score: Raw -224883.127733 + Penalty 2615.440591 = -222267.687142
  nChanged 2
		SP:Iteration 87Q (196591.200000 sec): 3 clusters
  Score: Raw -224883.499271 + Penalty 2615.440591 = -222268.058680
  nChanged 1
		SP:Iteration 88Q (196591.370000 sec): 3 clusters
  Score: Raw -224883.879247 + Penalty 2615.440591 = -222268.438656
  nChanged 1
		SP:Iteration 89Q (196591.540000 sec): 3 clusters
  Score: Raw -224883.971856 + Penalty 2615.440591 = -222268.531265
  nChanged 1
		SP:Iteration 90Q (196591.720000 sec): 3 clusters
  Score: Raw -224884.135655 + Penalty 2615.440591 = -222268.695064
  nChanged 0
		SP:Iteration 91F (196591.890000 sec): 3 clusters
  Score: Raw -224884.135655 + Penalty 2615.440591 = -222268.695064
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 53 (4451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196591.990000 sec): 2 clusters
  Score: Raw -306928.314211 + Penalty 1365.143661 = -305563.170550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196592.170000 sec): 3 clusters
  Score: Raw -304700.030442 + Penalty 2730.287322 = -301969.743119
  nChanged 1789
		SP:Iteration 1F (196592.350000 sec): 3 clusters
  Score: Raw -305915.059367 + Penalty 2730.287322 = -303184.772045
  nChanged 417
		SP:Iteration 2F (196592.520000 sec): 3 clusters
  Score: Raw -306258.264312 + Penalty 2730.287322 = -303527.976990
  nChanged 326
		SP:Iteration 3F (196592.700000 sec): 3 clusters
  Score: Raw -306567.677451 + Penalty 2730.287322 = -303837.390129
  nChanged 268
		SP:Iteration 4F (196592.870000 sec): 3 clusters
  Score: Raw -306824.873166 + Penalty 2730.287322 = -304094.585844
  nChanged 245
		SP:Iteration 5F (196593.050000 sec): 3 clusters
  Score: Raw -307036.938733 + Penalty 2730.287322 = -304306.651411
  nChanged 195
		SP:Iteration 6Q (196593.230000 sec): 3 clusters
  Score: Raw -307211.173561 + Penalty 2730.287322 = -304480.886238
  nChanged 152
		SP:Iteration 7Q (196593.400000 sec): 3 clusters
  Score: Raw -307328.433933 + Penalty 2730.287322 = -304598.146610
  nChanged 124
		SP:Iteration 8Q (196593.580000 sec): 3 clusters
  Score: Raw -307404.467529 + Penalty 2730.287322 = -304674.180207
  nChanged 98
		SP:Iteration 9Q (196593.750000 sec): 3 clusters
  Score: Raw -307450.810950 + Penalty 2730.287322 = -304720.523628
  nChanged 62
		SP:Iteration 10Q (196593.930000 sec): 3 clusters
  Score: Raw -307483.395399 + Penalty 2730.287322 = -304753.108076
  nChanged 46
		SP:Iteration 11Q (196594.110000 sec): 3 clusters
  Score: Raw -307504.812972 + Penalty 2730.287322 = -304774.525649
  nChanged 39
		SP:Iteration 12Q (196594.280000 sec): 3 clusters
  Score: Raw -307521.156338 + Penalty 2730.287322 = -304790.869016
  nChanged 32
		SP:Iteration 13Q (196594.450000 sec): 3 clusters
  Score: Raw -307534.819319 + Penalty 2730.287322 = -304804.531997
  nChanged 33
		SP:Iteration 14Q (196594.630000 sec): 3 clusters
  Score: Raw -307546.219307 + Penalty 2730.287322 = -304815.931984
  nChanged 22
		SP:Iteration 15Q (196594.810000 sec): 3 clusters
  Score: Raw -307554.815634 + Penalty 2730.287322 = -304824.528312
  nChanged 26
		SP:Iteration 16Q (196594.980000 sec): 3 clusters
  Score: Raw -307562.053876 + Penalty 2730.287322 = -304831.766554
  nChanged 18
		SP:Iteration 17Q (196595.070000 sec): 3 clusters
  Score: Raw -307566.916293 + Penalty 2730.287322 = -304836.628971
  nChanged 22
		SP:Iteration 18Q (196595.160000 sec): 3 clusters
  Score: Raw -307573.403709 + Penalty 2730.287322 = -304843.116387
  nChanged 13
		SP:Iteration 19Q (196595.340000 sec): 3 clusters
  Score: Raw -307579.521370 + Penalty 2730.287322 = -304849.234048
  nChanged 13
		SP:Iteration 20F (196595.520000 sec): 3 clusters
  Score: Raw -307583.275739 + Penalty 2730.287322 = -304852.988417
  nChanged 10
		SP:Iteration 21Q (196595.690000 sec): 3 clusters
  Score: Raw -307585.704675 + Penalty 2730.287322 = -304855.417352
  nChanged 9
		SP:Iteration 22Q (196595.870000 sec): 3 clusters
  Score: Raw -307587.574478 + Penalty 2730.287322 = -304857.287156
  nChanged 5
		SP:Iteration 23Q (196596.050000 sec): 3 clusters
  Score: Raw -307588.444603 + Penalty 2730.287322 = -304858.157281
  nChanged 5
		SP:Iteration 24Q (196596.220000 sec): 3 clusters
  Score: Raw -307590.430594 + Penalty 2730.287322 = -304860.143272
  nChanged 6
		SP:Iteration 25Q (196596.400000 sec): 3 clusters
  Score: Raw -307591.842231 + Penalty 2730.287322 = -304861.554909
  nChanged 9
		SP:Iteration 26Q (196596.570000 sec): 3 clusters
  Score: Raw -307594.866970 + Penalty 2730.287322 = -304864.579648
  nChanged 6
		SP:Iteration 27Q (196596.750000 sec): 3 clusters
  Score: Raw -307596.105853 + Penalty 2730.287322 = -304865.818530
  nChanged 5
		SP:Iteration 28Q (196596.930000 sec): 3 clusters
  Score: Raw -307597.233566 + Penalty 2730.287322 = -304866.946243
  nChanged 1
		SP:Iteration 29Q (196597.100000 sec): 3 clusters
  Score: Raw -307597.327254 + Penalty 2730.287322 = -304867.039932
  nChanged 1
		SP:Iteration 30Q (196597.190000 sec): 3 clusters
  Score: Raw -307597.542730 + Penalty 2730.287322 = -304867.255407
  nChanged 2
		SP:Iteration 31Q (196597.270000 sec): 3 clusters
  Score: Raw -307597.639293 + Penalty 2730.287322 = -304867.351971
  nChanged 0
		SP:Iteration 32F (196597.360000 sec): 3 clusters
  Score: Raw -307597.639293 + Penalty 2730.287322 = -304867.351971
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 54 (1995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196597.420000 sec): 2 clusters
  Score: Raw -185780.586420 + Penalty 1234.739891 = -184545.846529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196597.460000 sec): 3 clusters
  Score: Raw -184891.739077 + Penalty 2469.479782 = -182422.259295
  nChanged 710
		SP:Iteration 1F (196597.500000 sec): 3 clusters
  Score: Raw -185381.929821 + Penalty 2469.479782 = -182912.450039
  nChanged 184
		SP:Iteration 2F (196597.540000 sec): 3 clusters
  Score: Raw -185520.800541 + Penalty 2469.479782 = -183051.320759
  nChanged 100
		SP:Iteration 3F (196597.580000 sec): 3 clusters
  Score: Raw -185592.752297 + Penalty 2469.479782 = -183123.272515
  nChanged 71
		SP:Iteration 4Q (196597.620000 sec): 3 clusters
  Score: Raw -185632.465889 + Penalty 2469.479782 = -183162.986107
  nChanged 45
		SP:Iteration 5Q (196597.660000 sec): 3 clusters
  Score: Raw -185657.450995 + Penalty 2469.479782 = -183187.971212
  nChanged 27
		SP:Iteration 6Q (196597.700000 sec): 3 clusters
  Score: Raw -185671.188148 + Penalty 2469.479782 = -183201.708366
  nChanged 22
		SP:Iteration 7Q (196597.740000 sec): 3 clusters
  Score: Raw -185685.112670 + Penalty 2469.479782 = -183215.632888
  nChanged 19
		SP:Iteration 8Q (196597.790000 sec): 3 clusters
  Score: Raw -185695.528571 + Penalty 2469.479782 = -183226.048789
  nChanged 14
		SP:Iteration 9Q (196597.830000 sec): 3 clusters
  Score: Raw -185702.157325 + Penalty 2469.479782 = -183232.677543
  nChanged 12
		SP:Iteration 10Q (196597.870000 sec): 3 clusters
  Score: Raw -185707.983339 + Penalty 2469.479782 = -183238.503557
  nChanged 8
		SP:Iteration 11Q (196597.910000 sec): 3 clusters
  Score: Raw -185711.988930 + Penalty 2469.479782 = -183242.509148
  nChanged 5
		SP:Iteration 12Q (196597.950000 sec): 3 clusters
  Score: Raw -185714.292733 + Penalty 2469.479782 = -183244.812951
  nChanged 5
		SP:Iteration 13Q (196597.990000 sec): 3 clusters
  Score: Raw -185716.804581 + Penalty 2469.479782 = -183247.324799
  nChanged 10
		SP:Iteration 14Q (196598.030000 sec): 3 clusters
  Score: Raw -185722.042798 + Penalty 2469.479782 = -183252.563016
  nChanged 12
		SP:Iteration 15Q (196598.070000 sec): 3 clusters
  Score: Raw -185728.098110 + Penalty 2469.479782 = -183258.618328
  nChanged 9
		SP:Iteration 16Q (196598.110000 sec): 3 clusters
  Score: Raw -185730.289658 + Penalty 2469.479782 = -183260.809876
  nChanged 3
		SP:Iteration 17Q (196598.150000 sec): 3 clusters
  Score: Raw -185732.613947 + Penalty 2469.479782 = -183263.134165
  nChanged 5
		SP:Iteration 18Q (196598.190000 sec): 3 clusters
  Score: Raw -185735.782866 + Penalty 2469.479782 = -183266.303084
  nChanged 6
		SP:Iteration 19Q (196598.230000 sec): 3 clusters
  Score: Raw -185738.589186 + Penalty 2469.479782 = -183269.109404
  nChanged 5
		SP:Iteration 20F (196598.270000 sec): 3 clusters
  Score: Raw -185739.972696 + Penalty 2469.479782 = -183270.492914
  nChanged 5
		SP:Iteration 21Q (196598.310000 sec): 3 clusters
  Score: Raw -185742.151653 + Penalty 2469.479782 = -183272.671871
  nChanged 6
		SP:Iteration 22Q (196598.350000 sec): 3 clusters
  Score: Raw -185745.275938 + Penalty 2469.479782 = -183275.796156
  nChanged 4
		SP:Iteration 23Q (196598.390000 sec): 3 clusters
  Score: Raw -185746.418955 + Penalty 2469.479782 = -183276.939173
  nChanged 3
		SP:Iteration 24Q (196598.430000 sec): 3 clusters
  Score: Raw -185747.060957 + Penalty 2469.479782 = -183277.581175
  nChanged 0
		SP:Iteration 25F (196598.470000 sec): 3 clusters
  Score: Raw -185747.060957 + Penalty 2469.479782 = -183277.581175
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 55 (6238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196598.590000 sec): 2 clusters
  Score: Raw -568096.974425 + Penalty 1419.992421 = -566676.982005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196598.810000 sec): 3 clusters
  Score: Raw -564760.092425 + Penalty 2839.984842 = -561920.107584
  nChanged 2597
		SP:Iteration 1F (196598.980000 sec): 3 clusters
  Score: Raw -566424.574952 + Penalty 2839.984842 = -563584.590110
  nChanged 468
		SP:Iteration 2F (196599.150000 sec): 3 clusters
  Score: Raw -566748.486230 + Penalty 2839.984842 = -563908.501388
  nChanged 412
		SP:Iteration 3F (196599.350000 sec): 3 clusters
  Score: Raw -567015.834564 + Penalty 2839.984842 = -564175.849723
  nChanged 335
		SP:Iteration 4F (196599.570000 sec): 3 clusters
  Score: Raw -567210.908658 + Penalty 2839.984842 = -564370.923816
  nChanged 265
		SP:Iteration 5Q (196599.770000 sec): 3 clusters
  Score: Raw -567357.748091 + Penalty 2839.984842 = -564517.763249
  nChanged 249
		SP:Iteration 6Q (196599.990000 sec): 3 clusters
  Score: Raw -567480.520782 + Penalty 2839.984842 = -564640.535941
  nChanged 202
		SP:Iteration 7Q (196600.190000 sec): 3 clusters
  Score: Raw -567584.490015 + Penalty 2839.984842 = -564744.505173
  nChanged 186
		SP:Iteration 8Q (196600.400000 sec): 3 clusters
  Score: Raw -567676.136205 + Penalty 2839.984842 = -564836.151364
  nChanged 156
		SP:Iteration 9Q (196600.610000 sec): 3 clusters
  Score: Raw -567743.920672 + Penalty 2839.984842 = -564903.935831
  nChanged 125
		SP:Iteration 10Q (196600.830000 sec): 3 clusters
  Score: Raw -567798.698611 + Penalty 2839.984842 = -564958.713769
  nChanged 120
		SP:Iteration 11Q (196601.030000 sec): 3 clusters
  Score: Raw -567835.581168 + Penalty 2839.984842 = -564995.596326
  nChanged 79
		SP:Iteration 12Q (196601.250000 sec): 3 clusters
  Score: Raw -567861.629274 + Penalty 2839.984842 = -565021.644432
  nChanged 65
		SP:Iteration 13Q (196601.450000 sec): 3 clusters
  Score: Raw -567883.073213 + Penalty 2839.984842 = -565043.088371
  nChanged 61
		SP:Iteration 14Q (196601.670000 sec): 3 clusters
  Score: Raw -567902.670799 + Penalty 2839.984842 = -565062.685957
  nChanged 46
		SP:Iteration 15Q (196601.870000 sec): 3 clusters
  Score: Raw -567914.600363 + Penalty 2839.984842 = -565074.615522
  nChanged 42
		SP:Iteration 16Q (196602.090000 sec): 3 clusters
  Score: Raw -567926.832904 + Penalty 2839.984842 = -565086.848062
  nChanged 44
		SP:Iteration 17Q (196602.290000 sec): 3 clusters
  Score: Raw -567939.357023 + Penalty 2839.984842 = -565099.372182
  nChanged 41
		SP:Iteration 18Q (196602.510000 sec): 3 clusters
  Score: Raw -567947.611513 + Penalty 2839.984842 = -565107.626671
  nChanged 32
		SP:Iteration 19Q (196602.710000 sec): 3 clusters
  Score: Raw -567952.626567 + Penalty 2839.984842 = -565112.641726
  nChanged 27
		SP:Iteration 20F (196602.930000 sec): 3 clusters
  Score: Raw -567958.948016 + Penalty 2839.984842 = -565118.963175
  nChanged 24
		SP:Iteration 21Q (196603.130000 sec): 3 clusters
  Score: Raw -567963.559954 + Penalty 2839.984842 = -565123.575112
  nChanged 16
		SP:Iteration 22Q (196603.330000 sec): 3 clusters
  Score: Raw -567966.244070 + Penalty 2839.984842 = -565126.259229
  nChanged 18
		SP:Iteration 23Q (196603.520000 sec): 3 clusters
  Score: Raw -567969.714275 + Penalty 2839.984842 = -565129.729433
  nChanged 17
		SP:Iteration 24Q (196603.730000 sec): 3 clusters
  Score: Raw -567972.506998 + Penalty 2839.984842 = -565132.522156
  nChanged 13
		SP:Iteration 25Q (196603.850000 sec): 3 clusters
  Score: Raw -567974.429240 + Penalty 2839.984842 = -565134.444399
  nChanged 12
		SP:Iteration 26Q (196603.950000 sec): 3 clusters
  Score: Raw -567976.387759 + Penalty 2839.984842 = -565136.402918
  nChanged 10
		SP:Iteration 27Q (196604.120000 sec): 3 clusters
  Score: Raw -567977.813850 + Penalty 2839.984842 = -565137.829008
  nChanged 7
		SP:Iteration 28Q (196604.230000 sec): 3 clusters
  Score: Raw -567979.147926 + Penalty 2839.984842 = -565139.163084
  nChanged 10
		SP:Iteration 29Q (196604.450000 sec): 3 clusters
  Score: Raw -567980.727556 + Penalty 2839.984842 = -565140.742714
  nChanged 11
		SP:Iteration 30Q (196604.620000 sec): 3 clusters
  Score: Raw -567982.456985 + Penalty 2839.984842 = -565142.472143
  nChanged 6
		SP:Iteration 31Q (196604.730000 sec): 3 clusters
  Score: Raw -567982.928570 + Penalty 2839.984842 = -565142.943728
  nChanged 1
		SP:Iteration 32Q (196604.910000 sec): 3 clusters
  Score: Raw -567983.215545 + Penalty 2839.984842 = -565143.230704
  nChanged 3
		SP:Iteration 33Q (196605.130000 sec): 3 clusters
  Score: Raw -567983.796225 + Penalty 2839.984842 = -565143.811384
  nChanged 4
		SP:Iteration 34Q (196605.340000 sec): 3 clusters
  Score: Raw -567984.688052 + Penalty 2839.984842 = -565144.703210
  nChanged 6
		SP:Iteration 35Q (196605.560000 sec): 3 clusters
  Score: Raw -567985.440228 + Penalty 2839.984842 = -565145.455387
  nChanged 7
		SP:Iteration 36Q (196605.770000 sec): 3 clusters
  Score: Raw -567986.145651 + Penalty 2839.984842 = -565146.160809
  nChanged 6
		SP:Iteration 37Q (196605.980000 sec): 3 clusters
  Score: Raw -567987.442820 + Penalty 2839.984842 = -565147.457979
  nChanged 7
		SP:Iteration 38Q (196606.190000 sec): 3 clusters
  Score: Raw -567989.244598 + Penalty 2839.984842 = -565149.259757
  nChanged 9
		SP:Iteration 39Q (196606.400000 sec): 3 clusters
  Score: Raw -567990.574175 + Penalty 2839.984842 = -565150.589333
  nChanged 7
		SP:Iteration 40F (196606.610000 sec): 3 clusters
  Score: Raw -567991.870754 + Penalty 2839.984842 = -565151.885912
  nChanged 6
		SP:Iteration 41Q (196606.820000 sec): 3 clusters
  Score: Raw -567992.847129 + Penalty 2839.984842 = -565152.862287
  nChanged 6
		SP:Iteration 42Q (196607.030000 sec): 3 clusters
  Score: Raw -567994.290072 + Penalty 2839.984842 = -565154.305230
  nChanged 6
		SP:Iteration 43Q (196607.240000 sec): 3 clusters
  Score: Raw -567995.372824 + Penalty 2839.984842 = -565155.387983
  nChanged 9
		SP:Iteration 44Q (196607.450000 sec): 3 clusters
  Score: Raw -567997.204675 + Penalty 2839.984842 = -565157.219834
  nChanged 11
		SP:Iteration 45Q (196607.660000 sec): 3 clusters
  Score: Raw -567999.855283 + Penalty 2839.984842 = -565159.870441
  nChanged 16
		SP:Iteration 46Q (196607.870000 sec): 3 clusters
  Score: Raw -568002.788803 + Penalty 2839.984842 = -565162.803962
  nChanged 16
		SP:Iteration 47Q (196608.080000 sec): 3 clusters
  Score: Raw -568005.819830 + Penalty 2839.984842 = -565165.834989
  nChanged 16
		SP:Iteration 48Q (196608.320000 sec): 3 clusters
  Score: Raw -568008.353702 + Penalty 2839.984842 = -565168.368860
  nChanged 20
		SP:Iteration 49Q (196608.430000 sec): 3 clusters
  Score: Raw -568012.556458 + Penalty 2839.984842 = -565172.571617
  nChanged 17
		SP:Iteration 50Q (196608.530000 sec): 3 clusters
  Score: Raw -568015.908811 + Penalty 2839.984842 = -565175.923969
  nChanged 16
		SP:Iteration 51Q (196608.760000 sec): 3 clusters
  Score: Raw -568017.824760 + Penalty 2839.984842 = -565177.839918
  nChanged 13
		SP:Iteration 52Q (196608.920000 sec): 3 clusters
  Score: Raw -568019.440211 + Penalty 2839.984842 = -565179.455370
  nChanged 7
		SP:Iteration 53Q (196609.140000 sec): 3 clusters
  Score: Raw -568020.956840 + Penalty 2839.984842 = -565180.971999
  nChanged 9
		SP:Iteration 54Q (196609.350000 sec): 3 clusters
  Score: Raw -568023.007071 + Penalty 2839.984842 = -565183.022230
  nChanged 10
		SP:Iteration 55Q (196609.560000 sec): 3 clusters
  Score: Raw -568024.898468 + Penalty 2839.984842 = -565184.913627
  nChanged 9
		SP:Iteration 56Q (196609.780000 sec): 3 clusters
  Score: Raw -568026.606229 + Penalty 2839.984842 = -565186.621388
  nChanged 8
		SP:Iteration 57Q (196609.990000 sec): 3 clusters
  Score: Raw -568028.754863 + Penalty 2839.984842 = -565188.770022
  nChanged 8
		SP:Iteration 58Q (196610.200000 sec): 3 clusters
  Score: Raw -568030.149441 + Penalty 2839.984842 = -565190.164600
  nChanged 5
		SP:Iteration 59Q (196610.420000 sec): 3 clusters
  Score: Raw -568030.963572 + Penalty 2839.984842 = -565190.978731
  nChanged 5
		SP:Iteration 60F (196610.610000 sec): 3 clusters
  Score: Raw -568031.731577 + Penalty 2839.984842 = -565191.746735
  nChanged 3
		SP:Iteration 61Q (196610.800000 sec): 3 clusters
  Score: Raw -568032.019346 + Penalty 2839.984842 = -565192.034505
  nChanged 5
		SP:Iteration 62Q (196611.010000 sec): 3 clusters
  Score: Raw -568032.957524 + Penalty 2839.984842 = -565192.972683
  nChanged 4
		SP:Iteration 63Q (196611.120000 sec): 3 clusters
  Score: Raw -568033.459211 + Penalty 2839.984842 = -565193.474369
  nChanged 7
		SP:Iteration 64Q (196611.220000 sec): 3 clusters
  Score: Raw -568034.458700 + Penalty 2839.984842 = -565194.473859
  nChanged 7
		SP:Iteration 65Q (196611.410000 sec): 3 clusters
  Score: Raw -568035.602462 + Penalty 2839.984842 = -565195.617620
  nChanged 7
		SP:Iteration 66Q (196611.600000 sec): 3 clusters
  Score: Raw -568037.155562 + Penalty 2839.984842 = -565197.170721
  nChanged 15
		SP:Iteration 67Q (196611.840000 sec): 3 clusters
  Score: Raw -568041.547535 + Penalty 2839.984842 = -565201.562693
  nChanged 20
		SP:Iteration 68Q (196612.020000 sec): 3 clusters
  Score: Raw -568045.334525 + Penalty 2839.984842 = -565205.349683
  nChanged 11
		SP:Iteration 69Q (196612.230000 sec): 3 clusters
  Score: Raw -568047.707607 + Penalty 2839.984842 = -565207.722765
  nChanged 9
		SP:Iteration 70Q (196612.440000 sec): 3 clusters
  Score: Raw -568049.283598 + Penalty 2839.984842 = -565209.298756
  nChanged 10
		SP:Iteration 71Q (196612.650000 sec): 3 clusters
  Score: Raw -568051.622642 + Penalty 2839.984842 = -565211.637801
  nChanged 10
		SP:Iteration 72Q (196612.860000 sec): 3 clusters
  Score: Raw -568053.662364 + Penalty 2839.984842 = -565213.677523
  nChanged 9
		SP:Iteration 73Q (196613.070000 sec): 3 clusters
  Score: Raw -568055.142975 + Penalty 2839.984842 = -565215.158133
  nChanged 9
		SP:Iteration 74Q (196613.280000 sec): 3 clusters
  Score: Raw -568057.356911 + Penalty 2839.984842 = -565217.372069
  nChanged 9
		SP:Iteration 75Q (196613.490000 sec): 3 clusters
  Score: Raw -568059.672640 + Penalty 2839.984842 = -565219.687798
  nChanged 12
		SP:Iteration 76Q (196613.700000 sec): 3 clusters
  Score: Raw -568061.863156 + Penalty 2839.984842 = -565221.878315
  nChanged 7
		SP:Iteration 77Q (196613.910000 sec): 3 clusters
  Score: Raw -568062.838973 + Penalty 2839.984842 = -565222.854132
  nChanged 6
		SP:Iteration 78Q (196614.120000 sec): 3 clusters
  Score: Raw -568064.672487 + Penalty 2839.984842 = -565224.687645
  nChanged 17
		SP:Iteration 79Q (196614.330000 sec): 3 clusters
  Score: Raw -568069.221673 + Penalty 2839.984842 = -565229.236831
  nChanged 26
		SP:Iteration 80F (196614.540000 sec): 3 clusters
  Score: Raw -568073.662073 + Penalty 2839.984842 = -565233.677232
  nChanged 14
		SP:Iteration 81Q (196614.750000 sec): 3 clusters
  Score: Raw -568075.990027 + Penalty 2839.984842 = -565236.005185
  nChanged 13
		SP:Iteration 82Q (196614.960000 sec): 3 clusters
  Score: Raw -568078.644035 + Penalty 2839.984842 = -565238.659193
  nChanged 15
		SP:Iteration 83Q (196615.170000 sec): 3 clusters
  Score: Raw -568081.882775 + Penalty 2839.984842 = -565241.897934
  nChanged 13
		SP:Iteration 84Q (196615.380000 sec): 3 clusters
  Score: Raw -568084.232528 + Penalty 2839.984842 = -565244.247686
  nChanged 11
		SP:Iteration 85Q (196615.570000 sec): 3 clusters
  Score: Raw -568087.006281 + Penalty 2839.984842 = -565247.021439
  nChanged 16
		SP:Iteration 86Q (196615.760000 sec): 3 clusters
  Score: Raw -568090.874005 + Penalty 2839.984842 = -565250.889163
  nChanged 17
		SP:Iteration 87Q (196615.970000 sec): 3 clusters
  Score: Raw -568093.891865 + Penalty 2839.984842 = -565253.907024
  nChanged 14
		SP:Iteration 88Q (196616.080000 sec): 3 clusters
  Score: Raw -568096.383840 + Penalty 2839.984842 = -565256.398998
  nChanged 11
		SP:Iteration 89Q (196616.260000 sec): 3 clusters
  Score: Raw -568097.782549 + Penalty 2839.984842 = -565257.797707
  nChanged 8
		SP:Iteration 90Q (196616.470000 sec): 3 clusters
  Score: Raw -568099.491959 + Penalty 2839.984842 = -565259.507117
  nChanged 9
		SP:Iteration 91Q (196616.680000 sec): 3 clusters
  Score: Raw -568101.540687 + Penalty 2839.984842 = -565261.555846
  nChanged 16
		SP:Iteration 92Q (196616.890000 sec): 3 clusters
  Score: Raw -568104.829247 + Penalty 2839.984842 = -565264.844405
  nChanged 12
		SP:Iteration 93Q (196617.100000 sec): 3 clusters
  Score: Raw -568106.887007 + Penalty 2839.984842 = -565266.902165
  nChanged 10
		SP:Iteration 94Q (196617.310000 sec): 3 clusters
  Score: Raw -568109.107490 + Penalty 2839.984842 = -565269.122648
  nChanged 16
		SP:Iteration 95Q (196617.520000 sec): 3 clusters
  Score: Raw -568112.876633 + Penalty 2839.984842 = -565272.891791
  nChanged 20
		SP:Iteration 96Q (196617.730000 sec): 3 clusters
  Score: Raw -568117.126151 + Penalty 2839.984842 = -565277.141309
  nChanged 17
		SP:Iteration 97Q (196617.940000 sec): 3 clusters
  Score: Raw -568120.805881 + Penalty 2839.984842 = -565280.821039
  nChanged 21
		SP:Iteration 98Q (196618.150000 sec): 3 clusters
  Score: Raw -568127.975399 + Penalty 2839.984842 = -565287.990557
  nChanged 26
		SP:Iteration 99Q (196618.360000 sec): 3 clusters
  Score: Raw -568139.056379 + Penalty 2839.984842 = -565299.071537
  nChanged 43
		SP:Iteration 100F (196618.570000 sec): 3 clusters
  Score: Raw -568157.740721 + Penalty 2839.984842 = -565317.755879
  nChanged 54
		SP:Iteration 101Q (196618.780000 sec): 3 clusters
  Score: Raw -568182.465326 + Penalty 2839.984842 = -565342.480485
  nChanged 63
		SP:Iteration 102Q (196618.990000 sec): 3 clusters
  Score: Raw -568207.009180 + Penalty 2839.984842 = -565367.024339
  nChanged 64
		SP:Iteration 103Q (196619.200000 sec): 3 clusters
  Score: Raw -568233.680414 + Penalty 2839.984842 = -565393.695573
  nChanged 67
		SP:Iteration 104Q (196619.410000 sec): 3 clusters
  Score: Raw -568266.167115 + Penalty 2839.984842 = -565426.182274
  nChanged 85
		SP:Iteration 105Q (196619.620000 sec): 3 clusters
  Score: Raw -568311.561388 + Penalty 2839.984842 = -565471.576547
  nChanged 96
		SP:Iteration 106Q (196619.830000 sec): 3 clusters
  Score: Raw -568371.482352 + Penalty 2839.984842 = -565531.497511
  nChanged 92
		SP:Iteration 107Q (196620.040000 sec): 3 clusters
  Score: Raw -568423.481668 + Penalty 2839.984842 = -565583.496826
  nChanged 100
		SP:Iteration 108Q (196620.210000 sec): 3 clusters
  Score: Raw -568480.459612 + Penalty 2839.984842 = -565640.474771
  nChanged 108
		SP:Iteration 109Q (196620.400000 sec): 3 clusters
  Score: Raw -568553.803958 + Penalty 2839.984842 = -565713.819117
  nChanged 102
		SP:Iteration 110Q (196620.510000 sec): 3 clusters
  Score: Raw -568621.102177 + Penalty 2839.984842 = -565781.117336
  nChanged 107
		SP:Iteration 111Q (196620.610000 sec): 3 clusters
  Score: Raw -568693.936592 + Penalty 2839.984842 = -565853.951750
  nChanged 101
		SP:Iteration 112Q (196620.790000 sec): 3 clusters
  Score: Raw -568775.058707 + Penalty 2839.984842 = -565935.073865
  nChanged 106
		SP:Iteration 113Q (196621.010000 sec): 3 clusters
  Score: Raw -568849.638458 + Penalty 2839.984842 = -566009.653616
  nChanged 95
		SP:Iteration 114Q (196621.140000 sec): 3 clusters
  Score: Raw -568915.478751 + Penalty 2839.984842 = -566075.493909
  nChanged 93
		SP:Iteration 115Q (196621.320000 sec): 3 clusters
  Score: Raw -568974.471716 + Penalty 2839.984842 = -566134.486874
  nChanged 65
		SP:Iteration 116Q (196621.520000 sec): 3 clusters
  Score: Raw -569008.585468 + Penalty 2839.984842 = -566168.600627
  nChanged 50
		SP:Iteration 117Q (196621.740000 sec): 3 clusters
  Score: Raw -569027.876858 + Penalty 2839.984842 = -566187.892017
  nChanged 36
		SP:Iteration 118Q (196621.940000 sec): 3 clusters
  Score: Raw -569043.665819 + Penalty 2839.984842 = -566203.680977
  nChanged 35
		SP:Iteration 119Q (196622.150000 sec): 3 clusters
  Score: Raw -569057.997482 + Penalty 2839.984842 = -566218.012640
  nChanged 31
		SP:Iteration 120F (196622.360000 sec): 3 clusters
  Score: Raw -569068.936913 + Penalty 2839.984842 = -566228.952072
  nChanged 14
		SP:Iteration 121Q (196622.570000 sec): 3 clusters
  Score: Raw -569072.984613 + Penalty 2839.984842 = -566232.999772
  nChanged 11
		SP:Iteration 122Q (196622.780000 sec): 3 clusters
  Score: Raw -569076.844035 + Penalty 2839.984842 = -566236.859193
  nChanged 14
		SP:Iteration 123Q (196622.990000 sec): 3 clusters
  Score: Raw -569080.503774 + Penalty 2839.984842 = -566240.518932
  nChanged 15
		SP:Iteration 124Q (196623.200000 sec): 3 clusters
  Score: Raw -569084.612117 + Penalty 2839.984842 = -566244.627276
  nChanged 11
		SP:Iteration 125Q (196623.410000 sec): 3 clusters
  Score: Raw -569088.582320 + Penalty 2839.984842 = -566248.597478
  nChanged 11
		SP:Iteration 126Q (196623.570000 sec): 3 clusters
  Score: Raw -569090.946442 + Penalty 2839.984842 = -566250.961601
  nChanged 9
		SP:Iteration 127Q (196623.740000 sec): 3 clusters
  Score: Raw -569093.063969 + Penalty 2839.984842 = -566253.079127
  nChanged 10
		SP:Iteration 128Q (196623.900000 sec): 3 clusters
  Score: Raw -569095.497086 + Penalty 2839.984842 = -566255.512245
  nChanged 10
		SP:Iteration 129Q (196624.100000 sec): 3 clusters
  Score: Raw -569097.616340 + Penalty 2839.984842 = -566257.631498
  nChanged 10
		SP:Iteration 130Q (196624.280000 sec): 3 clusters
  Score: Raw -569099.738828 + Penalty 2839.984842 = -566259.753987
  nChanged 4
		SP:Iteration 131Q (196624.450000 sec): 3 clusters
  Score: Raw -569100.661474 + Penalty 2839.984842 = -566260.676632
  nChanged 8
		SP:Iteration 132Q (196624.620000 sec): 3 clusters
  Score: Raw -569101.997758 + Penalty 2839.984842 = -566262.012917
  nChanged 1
		SP:Iteration 133Q (196624.810000 sec): 3 clusters
  Score: Raw -569102.191576 + Penalty 2839.984842 = -566262.206734
  nChanged 1
		SP:Iteration 134Q (196624.990000 sec): 3 clusters
  Score: Raw -569102.253666 + Penalty 2839.984842 = -566262.268824
  nChanged 0
		SP:Iteration 135F (196625.200000 sec): 3 clusters
  Score: Raw -569102.253666 + Penalty 2839.984842 = -566262.268824
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 56 (1955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196625.270000 sec): 2 clusters
  Score: Raw -163922.890161 + Penalty 1231.448639 = -162691.441521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196625.450000 sec): 3 clusters
  Score: Raw -163123.997836 + Penalty 2462.897279 = -160661.100558
  nChanged 701
		SP:Iteration 1F (196625.620000 sec): 3 clusters
  Score: Raw -163630.170744 + Penalty 2462.897279 = -161167.273465
  nChanged 174
		SP:Iteration 2F (196625.800000 sec): 3 clusters
  Score: Raw -163784.747582 + Penalty 2462.897279 = -161321.850304
  nChanged 139
		SP:Iteration 3F (196625.980000 sec): 3 clusters
  Score: Raw -163946.562130 + Penalty 2462.897279 = -161483.664851
  nChanged 136
		SP:Iteration 4F (196626.150000 sec): 3 clusters
  Score: Raw -164110.399165 + Penalty 2462.897279 = -161647.501887
  nChanged 119
		SP:Iteration 5F (196626.320000 sec): 3 clusters
  Score: Raw -164268.405117 + Penalty 2462.897279 = -161805.507838
  nChanged 93
		SP:Iteration 6Q (196626.500000 sec): 3 clusters
  Score: Raw -164432.466407 + Penalty 2462.897279 = -161969.569129
  nChanged 87
		SP:Iteration 7Q (196626.680000 sec): 3 clusters
  Score: Raw -164564.036261 + Penalty 2462.897279 = -162101.138983
  nChanged 62
		SP:Iteration 8Q (196626.850000 sec): 3 clusters
  Score: Raw -164639.619234 + Penalty 2462.897279 = -162176.721955
  nChanged 44
		SP:Iteration 9Q (196627.030000 sec): 3 clusters
  Score: Raw -164693.696466 + Penalty 2462.897279 = -162230.799187
  nChanged 32
		SP:Iteration 10Q (196627.200000 sec): 3 clusters
  Score: Raw -164724.479453 + Penalty 2462.897279 = -162261.582174
  nChanged 24
		SP:Iteration 11Q (196627.380000 sec): 3 clusters
  Score: Raw -164750.530519 + Penalty 2462.897279 = -162287.633240
  nChanged 21
		SP:Iteration 12Q (196627.560000 sec): 3 clusters
  Score: Raw -164766.774942 + Penalty 2462.897279 = -162303.877663
  nChanged 16
		SP:Iteration 13Q (196627.730000 sec): 3 clusters
  Score: Raw -164782.804155 + Penalty 2462.897279 = -162319.906876
  nChanged 7
		SP:Iteration 14Q (196627.910000 sec): 3 clusters
  Score: Raw -164787.078262 + Penalty 2462.897279 = -162324.180983
  nChanged 7
		SP:Iteration 15Q (196628.080000 sec): 3 clusters
  Score: Raw -164791.203542 + Penalty 2462.897279 = -162328.306263
  nChanged 3
		SP:Iteration 16Q (196628.260000 sec): 3 clusters
  Score: Raw -164792.485059 + Penalty 2462.897279 = -162329.587780
  nChanged 3
		SP:Iteration 17Q (196628.440000 sec): 3 clusters
  Score: Raw -164793.556243 + Penalty 2462.897279 = -162330.658965
  nChanged 1
		SP:Iteration 18Q (196628.610000 sec): 3 clusters
  Score: Raw -164794.149238 + Penalty 2462.897279 = -162331.251960
  nChanged 0
		SP:Iteration 19F (196628.790000 sec): 3 clusters
  Score: Raw -164794.149238 + Penalty 2462.897279 = -162331.251960
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 57 (7374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196628.890000 sec): 2 clusters
  Score: Raw -676655.590172 + Penalty 1447.178782 = -675208.411390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196629.100000 sec): 3 clusters
  Score: Raw -672668.556518 + Penalty 2894.357563 = -669774.198954
  nChanged 3124
		SP:Iteration 1F (196629.300000 sec): 3 clusters
  Score: Raw -674746.215979 + Penalty 2894.357563 = -671851.858416
  nChanged 661
		SP:Iteration 2F (196629.500000 sec): 3 clusters
  Score: Raw -675200.489847 + Penalty 2894.357563 = -672306.132284
  nChanged 495
		SP:Iteration 3F (196629.700000 sec): 3 clusters
  Score: Raw -675520.911575 + Penalty 2894.357563 = -672626.554012
  nChanged 426
		SP:Iteration 4F (196629.900000 sec): 3 clusters
  Score: Raw -675783.745056 + Penalty 2894.357563 = -672889.387493
  nChanged 316
		SP:Iteration 5Q (196630.100000 sec): 3 clusters
  Score: Raw -675945.564571 + Penalty 2894.357563 = -673051.207008
  nChanged 258
		SP:Iteration 6Q (196630.300000 sec): 3 clusters
  Score: Raw -676074.025749 + Penalty 2894.357563 = -673179.668186
  nChanged 226
		SP:Iteration 7Q (196630.510000 sec): 3 clusters
  Score: Raw -676184.757590 + Penalty 2894.357563 = -673290.400027
  nChanged 193
		SP:Iteration 8Q (196630.720000 sec): 3 clusters
  Score: Raw -676258.391718 + Penalty 2894.357563 = -673364.034155
  nChanged 150
		SP:Iteration 9Q (196630.920000 sec): 3 clusters
  Score: Raw -676320.224647 + Penalty 2894.357563 = -673425.867084
  nChanged 147
		SP:Iteration 10Q (196631.120000 sec): 3 clusters
  Score: Raw -676389.166350 + Penalty 2894.357563 = -673494.808787
  nChanged 153
		SP:Iteration 11Q (196631.320000 sec): 3 clusters
  Score: Raw -676444.664973 + Penalty 2894.357563 = -673550.307410
  nChanged 116
		SP:Iteration 12Q (196631.510000 sec): 3 clusters
  Score: Raw -676488.275562 + Penalty 2894.357563 = -673593.917999
  nChanged 112
		SP:Iteration 13Q (196631.630000 sec): 3 clusters
  Score: Raw -676533.795498 + Penalty 2894.357563 = -673639.437935
  nChanged 112
		SP:Iteration 14Q (196631.840000 sec): 3 clusters
  Score: Raw -676575.651256 + Penalty 2894.357563 = -673681.293693
  nChanged 110
		SP:Iteration 15Q (196632.040000 sec): 3 clusters
  Score: Raw -676619.575146 + Penalty 2894.357563 = -673725.217583
  nChanged 98
		SP:Iteration 16Q (196632.250000 sec): 3 clusters
  Score: Raw -676657.621085 + Penalty 2894.357563 = -673763.263522
  nChanged 93
		SP:Iteration 17Q (196632.440000 sec): 3 clusters
  Score: Raw -676692.625725 + Penalty 2894.357563 = -673798.268162
  nChanged 87
		SP:Iteration 18Q (196632.560000 sec): 3 clusters
  Score: Raw -676722.386328 + Penalty 2894.357563 = -673828.028765
  nChanged 75
		SP:Iteration 19Q (196632.680000 sec): 3 clusters
  Score: Raw -676746.766010 + Penalty 2894.357563 = -673852.408447
  nChanged 65
		SP:Iteration 20F (196632.860000 sec): 3 clusters
  Score: Raw -676771.539434 + Penalty 2894.357563 = -673877.181871
  nChanged 66
		SP:Iteration 21Q (196633.060000 sec): 3 clusters
  Score: Raw -676796.555975 + Penalty 2894.357563 = -673902.198412
  nChanged 55
		SP:Iteration 22Q (196633.260000 sec): 3 clusters
  Score: Raw -676814.688138 + Penalty 2894.357563 = -673920.330575
  nChanged 52
		SP:Iteration 23Q (196633.460000 sec): 3 clusters
  Score: Raw -676838.704917 + Penalty 2894.357563 = -673944.347354
  nChanged 52
		SP:Iteration 24Q (196633.660000 sec): 3 clusters
  Score: Raw -676859.931232 + Penalty 2894.357563 = -673965.573669
  nChanged 50
		SP:Iteration 25Q (196633.860000 sec): 3 clusters
  Score: Raw -676877.800857 + Penalty 2894.357563 = -673983.443294
  nChanged 55
		SP:Iteration 26Q (196634.060000 sec): 3 clusters
  Score: Raw -676895.917950 + Penalty 2894.357563 = -674001.560387
  nChanged 44
		SP:Iteration 27Q (196634.270000 sec): 3 clusters
  Score: Raw -676914.997691 + Penalty 2894.357563 = -674020.640127
  nChanged 53
		SP:Iteration 28Q (196634.470000 sec): 3 clusters
  Score: Raw -676936.075686 + Penalty 2894.357563 = -674041.718123
  nChanged 44
		SP:Iteration 29Q (196634.670000 sec): 3 clusters
  Score: Raw -676951.911469 + Penalty 2894.357563 = -674057.553906
  nChanged 37
		SP:Iteration 30Q (196634.860000 sec): 3 clusters
  Score: Raw -676968.774216 + Penalty 2894.357563 = -674074.416653
  nChanged 41
		SP:Iteration 31Q (196635.110000 sec): 3 clusters
  Score: Raw -676982.902576 + Penalty 2894.357563 = -674088.545013
  nChanged 37
		SP:Iteration 32Q (196635.220000 sec): 3 clusters
  Score: Raw -676995.919825 + Penalty 2894.357563 = -674101.562262
  nChanged 30
		SP:Iteration 33Q (196635.340000 sec): 3 clusters
  Score: Raw -677005.882896 + Penalty 2894.357563 = -674111.525333
  nChanged 22
		SP:Iteration 34Q (196635.450000 sec): 3 clusters
  Score: Raw -677014.787472 + Penalty 2894.357563 = -674120.429909
  nChanged 23
		SP:Iteration 35Q (196635.560000 sec): 3 clusters
  Score: Raw -677024.983917 + Penalty 2894.357563 = -674130.626354
  nChanged 28
		SP:Iteration 36Q (196635.680000 sec): 3 clusters
  Score: Raw -677035.120946 + Penalty 2894.357563 = -674140.763383
  nChanged 26
		SP:Iteration 37Q (196635.790000 sec): 3 clusters
  Score: Raw -677045.395863 + Penalty 2894.357563 = -674151.038300
  nChanged 25
		SP:Iteration 38Q (196635.980000 sec): 3 clusters
  Score: Raw -677055.851280 + Penalty 2894.357563 = -674161.493717
  nChanged 32
		SP:Iteration 39Q (196636.190000 sec): 3 clusters
  Score: Raw -677070.258129 + Penalty 2894.357563 = -674175.900566
  nChanged 32
		SP:Iteration 40F (196636.400000 sec): 3 clusters
  Score: Raw -677089.048217 + Penalty 2894.357563 = -674194.690654
  nChanged 34
		SP:Iteration 41Q (196636.600000 sec): 3 clusters
  Score: Raw -677109.577662 + Penalty 2894.357563 = -674215.220099
  nChanged 36
		SP:Iteration 42Q (196636.800000 sec): 3 clusters
  Score: Raw -677125.468382 + Penalty 2894.357563 = -674231.110819
  nChanged 28
		SP:Iteration 43Q (196637.010000 sec): 3 clusters
  Score: Raw -677140.406725 + Penalty 2894.357563 = -674246.049162
  nChanged 36
		SP:Iteration 44Q (196637.220000 sec): 3 clusters
  Score: Raw -677165.419616 + Penalty 2894.357563 = -674271.062053
  nChanged 37
		SP:Iteration 45Q (196637.420000 sec): 3 clusters
  Score: Raw -677193.589836 + Penalty 2894.357563 = -674299.232273
  nChanged 37
		SP:Iteration 46Q (196637.620000 sec): 3 clusters
  Score: Raw -677230.065342 + Penalty 2894.357563 = -674335.707778
  nChanged 39
		SP:Iteration 47Q (196637.820000 sec): 3 clusters
  Score: Raw -677265.938461 + Penalty 2894.357563 = -674371.580898
  nChanged 37
		SP:Iteration 48Q (196638.020000 sec): 3 clusters
  Score: Raw -677291.455048 + Penalty 2894.357563 = -674397.097485
  nChanged 26
		SP:Iteration 49Q (196638.220000 sec): 3 clusters
  Score: Raw -677311.329460 + Penalty 2894.357563 = -674416.971897
  nChanged 28
		SP:Iteration 50Q (196638.430000 sec): 3 clusters
  Score: Raw -677325.085961 + Penalty 2894.357563 = -674430.728398
  nChanged 17
		SP:Iteration 51Q (196638.630000 sec): 3 clusters
  Score: Raw -677330.770658 + Penalty 2894.357563 = -674436.413095
  nChanged 13
		SP:Iteration 52Q (196638.830000 sec): 3 clusters
  Score: Raw -677339.783338 + Penalty 2894.357563 = -674445.425775
  nChanged 15
		SP:Iteration 53Q (196639.030000 sec): 3 clusters
  Score: Raw -677347.483536 + Penalty 2894.357563 = -674453.125973
  nChanged 11
		SP:Iteration 54Q (196639.240000 sec): 3 clusters
  Score: Raw -677351.052988 + Penalty 2894.357563 = -674456.695425
  nChanged 13
		SP:Iteration 55Q (196639.440000 sec): 3 clusters
  Score: Raw -677353.579678 + Penalty 2894.357563 = -674459.222115
  nChanged 4
		SP:Iteration 56Q (196639.640000 sec): 3 clusters
  Score: Raw -677354.671098 + Penalty 2894.357563 = -674460.313535
  nChanged 6
		SP:Iteration 57Q (196639.880000 sec): 3 clusters
  Score: Raw -677356.604375 + Penalty 2894.357563 = -674462.246812
  nChanged 2
		SP:Iteration 58Q (196640.040000 sec): 3 clusters
  Score: Raw -677357.781415 + Penalty 2894.357563 = -674463.423852
  nChanged 1
		SP:Iteration 59Q (196640.250000 sec): 3 clusters
  Score: Raw -677357.917522 + Penalty 2894.357563 = -674463.559959
  nChanged 0
		SP:Iteration 60F (196640.450000 sec): 3 clusters
  Score: Raw -677357.917522 + Penalty 2894.357563 = -674463.559959
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 58 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196640.550000 sec): 2 clusters
  Score: Raw -232432.481807 + Penalty 1295.749711 = -231136.732096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196640.730000 sec): 3 clusters
  Score: Raw -231079.373145 + Penalty 2591.499422 = -228487.873723
  nChanged 1053
		SP:Iteration 1F (196640.900000 sec): 3 clusters
  Score: Raw -231774.196629 + Penalty 2591.499422 = -229182.697206
  nChanged 300
		SP:Iteration 2F (196641.080000 sec): 3 clusters
  Score: Raw -232085.121895 + Penalty 2591.499422 = -229493.622473
  nChanged 251
		SP:Iteration 3F (196641.260000 sec): 3 clusters
  Score: Raw -232389.169440 + Penalty 2591.499422 = -229797.670017
  nChanged 206
		SP:Iteration 4F (196641.430000 sec): 3 clusters
  Score: Raw -232629.587255 + Penalty 2591.499422 = -230038.087832
  nChanged 144
		SP:Iteration 5Q (196641.610000 sec): 3 clusters
  Score: Raw -232798.701514 + Penalty 2591.499422 = -230207.202092
  nChanged 131
		SP:Iteration 6Q (196641.780000 sec): 3 clusters
  Score: Raw -232937.266724 + Penalty 2591.499422 = -230345.767301
  nChanged 108
		SP:Iteration 7Q (196641.960000 sec): 3 clusters
  Score: Raw -233045.741470 + Penalty 2591.499422 = -230454.242048
  nChanged 75
		SP:Iteration 8Q (196642.140000 sec): 3 clusters
  Score: Raw -233135.110543 + Penalty 2591.499422 = -230543.611121
  nChanged 68
		SP:Iteration 9Q (196642.310000 sec): 3 clusters
  Score: Raw -233217.352127 + Penalty 2591.499422 = -230625.852705
  nChanged 62
		SP:Iteration 10Q (196642.490000 sec): 3 clusters
  Score: Raw -233285.518058 + Penalty 2591.499422 = -230694.018635
  nChanged 66
		SP:Iteration 11Q (196642.660000 sec): 3 clusters
  Score: Raw -233343.634057 + Penalty 2591.499422 = -230752.134635
  nChanged 50
		SP:Iteration 12Q (196642.840000 sec): 3 clusters
  Score: Raw -233383.470714 + Penalty 2591.499422 = -230791.971291
  nChanged 39
		SP:Iteration 13Q (196643.020000 sec): 3 clusters
  Score: Raw -233417.494609 + Penalty 2591.499422 = -230825.995187
  nChanged 32
		SP:Iteration 14Q (196643.190000 sec): 3 clusters
  Score: Raw -233438.445910 + Penalty 2591.499422 = -230846.946488
  nChanged 30
		SP:Iteration 15Q (196643.370000 sec): 3 clusters
  Score: Raw -233457.223285 + Penalty 2591.499422 = -230865.723862
  nChanged 24
		SP:Iteration 16Q (196643.540000 sec): 3 clusters
  Score: Raw -233472.654183 + Penalty 2591.499422 = -230881.154761
  nChanged 15
		SP:Iteration 17Q (196643.720000 sec): 3 clusters
  Score: Raw -233482.050126 + Penalty 2591.499422 = -230890.550704
  nChanged 16
		SP:Iteration 18Q (196643.900000 sec): 3 clusters
  Score: Raw -233489.981849 + Penalty 2591.499422 = -230898.482427
  nChanged 11
		SP:Iteration 19Q (196644.070000 sec): 3 clusters
  Score: Raw -233495.376843 + Penalty 2591.499422 = -230903.877420
  nChanged 5
		SP:Iteration 20F (196644.250000 sec): 3 clusters
  Score: Raw -233497.608332 + Penalty 2591.499422 = -230906.108909
  nChanged 3
		SP:Iteration 21Q (196644.420000 sec): 3 clusters
  Score: Raw -233499.055564 + Penalty 2591.499422 = -230907.556142
  nChanged 3
		SP:Iteration 22Q (196644.600000 sec): 3 clusters
  Score: Raw -233500.098952 + Penalty 2591.499422 = -230908.599530
  nChanged 5
		SP:Iteration 23Q (196644.780000 sec): 3 clusters
  Score: Raw -233502.173401 + Penalty 2591.499422 = -230910.673979
  nChanged 1
		SP:Iteration 24Q (196644.950000 sec): 3 clusters
  Score: Raw -233502.414583 + Penalty 2591.499422 = -230910.915161
  nChanged 0
		SP:Iteration 25F (196645.120000 sec): 3 clusters
  Score: Raw -233502.414583 + Penalty 2591.499422 = -230910.915161
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 59 (2892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196645.240000 sec): 2 clusters
  Score: Raw -245239.836521 + Penalty 1295.076832 = -243944.759689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196645.420000 sec): 3 clusters
  Score: Raw -243878.907655 + Penalty 2590.153665 = -241288.753991
  nChanged 1075
		SP:Iteration 1F (196645.600000 sec): 3 clusters
  Score: Raw -244685.891488 + Penalty 2590.153665 = -242095.737823
  nChanged 277
		SP:Iteration 2F (196645.770000 sec): 3 clusters
  Score: Raw -244943.893509 + Penalty 2590.153665 = -242353.739844
  nChanged 213
		SP:Iteration 3F (196645.950000 sec): 3 clusters
  Score: Raw -245150.183375 + Penalty 2590.153665 = -242560.029710
  nChanged 165
		SP:Iteration 4F (196646.090000 sec): 3 clusters
  Score: Raw -245313.076703 + Penalty 2590.153665 = -242722.923038
  nChanged 136
		SP:Iteration 5Q (196646.150000 sec): 3 clusters
  Score: Raw -245444.577171 + Penalty 2590.153665 = -242854.423506
  nChanged 108
		SP:Iteration 6Q (196646.200000 sec): 3 clusters
  Score: Raw -245518.366550 + Penalty 2590.153665 = -242928.212885
  nChanged 78
		SP:Iteration 7Q (196646.260000 sec): 3 clusters
  Score: Raw -245571.992193 + Penalty 2590.153665 = -242981.838528
  nChanged 64
		SP:Iteration 8Q (196646.310000 sec): 3 clusters
  Score: Raw -245611.726432 + Penalty 2590.153665 = -243021.572768
  nChanged 52
		SP:Iteration 9Q (196646.360000 sec): 3 clusters
  Score: Raw -245638.785220 + Penalty 2590.153665 = -243048.631555
  nChanged 35
		SP:Iteration 10Q (196646.420000 sec): 3 clusters
  Score: Raw -245656.181061 + Penalty 2590.153665 = -243066.027396
  nChanged 19
		SP:Iteration 11Q (196646.480000 sec): 3 clusters
  Score: Raw -245665.532229 + Penalty 2590.153665 = -243075.378564
  nChanged 17
		SP:Iteration 12Q (196646.540000 sec): 3 clusters
  Score: Raw -245672.651437 + Penalty 2590.153665 = -243082.497772
  nChanged 12
		SP:Iteration 13Q (196646.590000 sec): 3 clusters
  Score: Raw -245678.275654 + Penalty 2590.153665 = -243088.121990
  nChanged 13
		SP:Iteration 14Q (196646.640000 sec): 3 clusters
  Score: Raw -245683.167424 + Penalty 2590.153665 = -243093.013759
  nChanged 11
		SP:Iteration 15Q (196646.700000 sec): 3 clusters
  Score: Raw -245688.120727 + Penalty 2590.153665 = -243097.967062
  nChanged 15
		SP:Iteration 16Q (196646.760000 sec): 3 clusters
  Score: Raw -245692.749101 + Penalty 2590.153665 = -243102.595436
  nChanged 12
		SP:Iteration 17Q (196646.810000 sec): 3 clusters
  Score: Raw -245696.542594 + Penalty 2590.153665 = -243106.388929
  nChanged 6
		SP:Iteration 18Q (196646.870000 sec): 3 clusters
  Score: Raw -245699.218437 + Penalty 2590.153665 = -243109.064773
  nChanged 6
		SP:Iteration 19Q (196646.920000 sec): 3 clusters
  Score: Raw -245701.642555 + Penalty 2590.153665 = -243111.488891
  nChanged 3
		SP:Iteration 20F (196646.970000 sec): 3 clusters
  Score: Raw -245702.596583 + Penalty 2590.153665 = -243112.442918
  nChanged 1
		SP:Iteration 21Q (196647.030000 sec): 3 clusters
  Score: Raw -245703.217755 + Penalty 2590.153665 = -243113.064090
  nChanged 1
		SP:Iteration 22Q (196647.080000 sec): 3 clusters
  Score: Raw -245703.317512 + Penalty 2590.153665 = -243113.163847
  nChanged 0
		SP:Iteration 23F (196647.140000 sec): 3 clusters
  Score: Raw -245703.317512 + Penalty 2590.153665 = -243113.163847
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 60 (6233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196647.270000 sec): 2 clusters
  Score: Raw -496635.740292 + Penalty 1419.862118 = -495215.878174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196647.440000 sec): 3 clusters
  Score: Raw -493349.641146 + Penalty 2839.724237 = -490509.916909
  nChanged 2631
		SP:Iteration 1F (196647.590000 sec): 3 clusters
  Score: Raw -495341.135949 + Penalty 2839.724237 = -492501.411712
  nChanged 652
		SP:Iteration 2F (196647.700000 sec): 3 clusters
  Score: Raw -496006.879658 + Penalty 2839.724237 = -493167.155421
  nChanged 514
		SP:Iteration 3F (196647.800000 sec): 3 clusters
  Score: Raw -496454.417003 + Penalty 2839.724237 = -493614.692766
  nChanged 371
		SP:Iteration 4F (196647.910000 sec): 3 clusters
  Score: Raw -496711.078291 + Penalty 2839.724237 = -493871.354054
  nChanged 264
		SP:Iteration 5Q (196648.020000 sec): 3 clusters
  Score: Raw -496850.974181 + Penalty 2839.724237 = -494011.249944
  nChanged 181
		SP:Iteration 6Q (196648.130000 sec): 3 clusters
  Score: Raw -496924.976995 + Penalty 2839.724237 = -494085.252758
  nChanged 132
		SP:Iteration 7Q (196648.320000 sec): 3 clusters
  Score: Raw -496983.826499 + Penalty 2839.724237 = -494144.102262
  nChanged 117
		SP:Iteration 8Q (196648.530000 sec): 3 clusters
  Score: Raw -497035.519820 + Penalty 2839.724237 = -494195.795583
  nChanged 102
		SP:Iteration 9Q (196648.710000 sec): 3 clusters
  Score: Raw -497074.811595 + Penalty 2839.724237 = -494235.087358
  nChanged 84
		SP:Iteration 10Q (196648.930000 sec): 3 clusters
  Score: Raw -497103.882412 + Penalty 2839.724237 = -494264.158175
  nChanged 82
		SP:Iteration 11Q (196649.100000 sec): 3 clusters
  Score: Raw -497129.638543 + Penalty 2839.724237 = -494289.914306
  nChanged 74
		SP:Iteration 12Q (196649.320000 sec): 3 clusters
  Score: Raw -497153.921854 + Penalty 2839.724237 = -494314.197617
  nChanged 54
		SP:Iteration 13Q (196649.490000 sec): 3 clusters
  Score: Raw -497172.563675 + Penalty 2839.724237 = -494332.839438
  nChanged 55
		SP:Iteration 14Q (196649.660000 sec): 3 clusters
  Score: Raw -497191.066333 + Penalty 2839.724237 = -494351.342096
  nChanged 60
		SP:Iteration 15Q (196649.880000 sec): 3 clusters
  Score: Raw -497211.498556 + Penalty 2839.724237 = -494371.774319
  nChanged 56
		SP:Iteration 16Q (196650.020000 sec): 3 clusters
  Score: Raw -497233.631232 + Penalty 2839.724237 = -494393.906995
  nChanged 66
		SP:Iteration 17Q (196650.190000 sec): 3 clusters
  Score: Raw -497258.157535 + Penalty 2839.724237 = -494418.433298
  nChanged 55
		SP:Iteration 18Q (196650.360000 sec): 3 clusters
  Score: Raw -497278.159479 + Penalty 2839.724237 = -494438.435242
  nChanged 54
		SP:Iteration 19Q (196650.520000 sec): 3 clusters
  Score: Raw -497299.812542 + Penalty 2839.724237 = -494460.088305
  nChanged 63
		SP:Iteration 20F (196650.720000 sec): 3 clusters
  Score: Raw -497325.127313 + Penalty 2839.724237 = -494485.403076
  nChanged 62
		SP:Iteration 21Q (196650.820000 sec): 3 clusters
  Score: Raw -497350.502158 + Penalty 2839.724237 = -494510.777921
  nChanged 62
		SP:Iteration 22Q (196651.030000 sec): 3 clusters
  Score: Raw -497381.524588 + Penalty 2839.724237 = -494541.800351
  nChanged 58
		SP:Iteration 23Q (196651.240000 sec): 3 clusters
  Score: Raw -497401.826770 + Penalty 2839.724237 = -494562.102533
  nChanged 54
		SP:Iteration 24Q (196651.420000 sec): 3 clusters
  Score: Raw -497420.960041 + Penalty 2839.724237 = -494581.235804
  nChanged 47
		SP:Iteration 25Q (196651.630000 sec): 3 clusters
  Score: Raw -497439.239960 + Penalty 2839.724237 = -494599.515723
  nChanged 46
		SP:Iteration 26Q (196651.800000 sec): 3 clusters
  Score: Raw -497453.649020 + Penalty 2839.724237 = -494613.924783
  nChanged 25
		SP:Iteration 27Q (196652.000000 sec): 3 clusters
  Score: Raw -497459.573403 + Penalty 2839.724237 = -494619.849166
  nChanged 28
		SP:Iteration 28Q (196652.170000 sec): 3 clusters
  Score: Raw -497467.534832 + Penalty 2839.724237 = -494627.810596
  nChanged 23
		SP:Iteration 29Q (196652.340000 sec): 3 clusters
  Score: Raw -497475.312989 + Penalty 2839.724237 = -494635.588752
  nChanged 20
		SP:Iteration 30Q (196652.500000 sec): 3 clusters
  Score: Raw -497481.505669 + Penalty 2839.724237 = -494641.781432
  nChanged 14
		SP:Iteration 31Q (196652.670000 sec): 3 clusters
  Score: Raw -497484.431066 + Penalty 2839.724237 = -494644.706829
  nChanged 14
		SP:Iteration 32Q (196652.830000 sec): 3 clusters
  Score: Raw -497487.620750 + Penalty 2839.724237 = -494647.896513
  nChanged 13
		SP:Iteration 33Q (196653.040000 sec): 3 clusters
  Score: Raw -497490.421247 + Penalty 2839.724237 = -494650.697010
  nChanged 11
		SP:Iteration 34Q (196653.210000 sec): 3 clusters
  Score: Raw -497492.904098 + Penalty 2839.724237 = -494653.179861
  nChanged 12
		SP:Iteration 35Q (196653.420000 sec): 3 clusters
  Score: Raw -497495.402534 + Penalty 2839.724237 = -494655.678297
  nChanged 12
		SP:Iteration 36Q (196653.580000 sec): 3 clusters
  Score: Raw -497497.894140 + Penalty 2839.724237 = -494658.169903
  nChanged 8
		SP:Iteration 37Q (196653.750000 sec): 3 clusters
  Score: Raw -497500.662675 + Penalty 2839.724237 = -494660.938438
  nChanged 11
		SP:Iteration 38Q (196653.910000 sec): 3 clusters
  Score: Raw -497504.513149 + Penalty 2839.724237 = -494664.788912
  nChanged 20
		SP:Iteration 39Q (196654.080000 sec): 3 clusters
  Score: Raw -497509.306134 + Penalty 2839.724237 = -494669.581897
  nChanged 10
		SP:Iteration 40F (196654.250000 sec): 3 clusters
  Score: Raw -497511.365050 + Penalty 2839.724237 = -494671.640813
  nChanged 13
		SP:Iteration 41Q (196654.410000 sec): 3 clusters
  Score: Raw -497514.592663 + Penalty 2839.724237 = -494674.868426
  nChanged 13
		SP:Iteration 42Q (196654.580000 sec): 3 clusters
  Score: Raw -497517.845353 + Penalty 2839.724237 = -494678.121117
  nChanged 10
		SP:Iteration 43Q (196654.740000 sec): 3 clusters
  Score: Raw -497519.863353 + Penalty 2839.724237 = -494680.139116
  nChanged 8
		SP:Iteration 44Q (196654.910000 sec): 3 clusters
  Score: Raw -497520.889467 + Penalty 2839.724237 = -494681.165230
  nChanged 5
		SP:Iteration 45Q (196655.070000 sec): 3 clusters
  Score: Raw -497521.627456 + Penalty 2839.724237 = -494681.903220
  nChanged 5
		SP:Iteration 46Q (196655.240000 sec): 3 clusters
  Score: Raw -497522.848937 + Penalty 2839.724237 = -494683.124700
  nChanged 11
		SP:Iteration 47Q (196655.410000 sec): 3 clusters
  Score: Raw -497525.371100 + Penalty 2839.724237 = -494685.646863
  nChanged 12
		SP:Iteration 48Q (196655.570000 sec): 3 clusters
  Score: Raw -497527.772282 + Penalty 2839.724237 = -494688.048045
  nChanged 12
		SP:Iteration 49Q (196655.730000 sec): 3 clusters
  Score: Raw -497530.814260 + Penalty 2839.724237 = -494691.090023
  nChanged 13
		SP:Iteration 50Q (196655.950000 sec): 3 clusters
  Score: Raw -497534.524670 + Penalty 2839.724237 = -494694.800433
  nChanged 10
		SP:Iteration 51Q (196656.110000 sec): 3 clusters
  Score: Raw -497536.674277 + Penalty 2839.724237 = -494696.950040
  nChanged 7
		SP:Iteration 52Q (196656.270000 sec): 3 clusters
  Score: Raw -497538.685406 + Penalty 2839.724237 = -494698.961169
  nChanged 11
		SP:Iteration 53Q (196656.440000 sec): 3 clusters
  Score: Raw -497541.066899 + Penalty 2839.724237 = -494701.342662
  nChanged 6
		SP:Iteration 54Q (196656.610000 sec): 3 clusters
  Score: Raw -497542.280890 + Penalty 2839.724237 = -494702.556653
  nChanged 4
		SP:Iteration 55Q (196656.770000 sec): 3 clusters
  Score: Raw -497543.073200 + Penalty 2839.724237 = -494703.348963
  nChanged 6
		SP:Iteration 56Q (196656.930000 sec): 3 clusters
  Score: Raw -497544.599758 + Penalty 2839.724237 = -494704.875521
  nChanged 4
		SP:Iteration 57Q (196657.100000 sec): 3 clusters
  Score: Raw -497545.242363 + Penalty 2839.724237 = -494705.518126
  nChanged 3
		SP:Iteration 58Q (196657.270000 sec): 3 clusters
  Score: Raw -497545.667847 + Penalty 2839.724237 = -494705.943610
  nChanged 3
		SP:Iteration 59Q (196657.460000 sec): 3 clusters
  Score: Raw -497546.128388 + Penalty 2839.724237 = -494706.404151
  nChanged 1
		SP:Iteration 60F (196657.580000 sec): 3 clusters
  Score: Raw -497546.326321 + Penalty 2839.724237 = -494706.602084
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 61 (26254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196657.810000 sec): 2 clusters
  Score: Raw -2480274.305186 + Penalty 1653.530716 = -2478620.774470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196658.230000 sec): 3 clusters
  Score: Raw -2464096.358371 + Penalty 3307.061432 = -2460789.296939
  nChanged 12038
		SP:Iteration 1F (196658.580000 sec): 3 clusters
  Score: Raw -2470811.939023 + Penalty 3307.061432 = -2467504.877590
  nChanged 1281
		SP:Iteration 2Q (196658.950000 sec): 3 clusters
  Score: Raw -2471308.067543 + Penalty 3307.061432 = -2468001.006111
  nChanged 1281
		SP:Iteration 3Q (196659.390000 sec): 3 clusters
  Score: Raw -2471870.090658 + Penalty 3307.061432 = -2468563.029226
  nChanged 1289
		SP:Iteration 4Q (196659.850000 sec): 3 clusters
  Score: Raw -2472513.227106 + Penalty 3307.061432 = -2469206.165674
  nChanged 1299
		SP:Iteration 5Q (196660.230000 sec): 3 clusters
  Score: Raw -2473208.526180 + Penalty 3307.061432 = -2469901.464747
  nChanged 1268
		SP:Iteration 6Q (196660.670000 sec): 3 clusters
  Score: Raw -2473912.286876 + Penalty 3307.061432 = -2470605.225444
  nChanged 1237
		SP:Iteration 7Q (196661.070000 sec): 3 clusters
  Score: Raw -2474556.809520 + Penalty 3307.061432 = -2471249.748088
  nChanged 1195
		SP:Iteration 8Q (196661.490000 sec): 3 clusters
  Score: Raw -2475188.173563 + Penalty 3307.061432 = -2471881.112131
  nChanged 1105
		SP:Iteration 9Q (196661.930000 sec): 3 clusters
  Score: Raw -2475782.005892 + Penalty 3307.061432 = -2472474.944460
  nChanged 1047
		SP:Iteration 10Q (196662.370000 sec): 3 clusters
  Score: Raw -2476292.713358 + Penalty 3307.061432 = -2472985.651926
  nChanged 903
		SP:Iteration 11Q (196662.770000 sec): 3 clusters
  Score: Raw -2476716.641922 + Penalty 3307.061432 = -2473409.580490
  nChanged 775
		SP:Iteration 12Q (196663.220000 sec): 3 clusters
  Score: Raw -2477039.954131 + Penalty 3307.061432 = -2473732.892699
  nChanged 632
		SP:Iteration 13Q (196663.620000 sec): 3 clusters
  Score: Raw -2477261.198293 + Penalty 3307.061432 = -2473954.136861
  nChanged 506
		SP:Iteration 14Q (196664.020000 sec): 3 clusters
  Score: Raw -2477422.883826 + Penalty 3307.061432 = -2474115.822394
  nChanged 450
		SP:Iteration 15Q (196664.430000 sec): 3 clusters
  Score: Raw -2477566.432521 + Penalty 3307.061432 = -2474259.371088
  nChanged 426
		SP:Iteration 16Q (196664.830000 sec): 3 clusters
  Score: Raw -2477702.903583 + Penalty 3307.061432 = -2474395.842151
  nChanged 433
		SP:Iteration 17Q (196665.230000 sec): 3 clusters
  Score: Raw -2477834.208163 + Penalty 3307.061432 = -2474527.146731
  nChanged 390
		SP:Iteration 18Q (196665.630000 sec): 3 clusters
  Score: Raw -2477955.603620 + Penalty 3307.061432 = -2474648.542188
  nChanged 373
		SP:Iteration 19Q (196666.040000 sec): 3 clusters
  Score: Raw -2478072.623782 + Penalty 3307.061432 = -2474765.562350
  nChanged 381
		SP:Iteration 20F (196666.490000 sec): 3 clusters
  Score: Raw -2478198.151354 + Penalty 3307.061432 = -2474891.089922
  nChanged 407
		SP:Iteration 21Q (196666.890000 sec): 3 clusters
  Score: Raw -2478335.638638 + Penalty 3307.061432 = -2475028.577205
  nChanged 423
		SP:Iteration 22Q (196667.290000 sec): 3 clusters
  Score: Raw -2478497.765598 + Penalty 3307.061432 = -2475190.704166
  nChanged 445
		SP:Iteration 23Q (196667.700000 sec): 3 clusters
  Score: Raw -2478680.873910 + Penalty 3307.061432 = -2475373.812478
  nChanged 458
		SP:Iteration 24Q (196668.060000 sec): 3 clusters
  Score: Raw -2478883.350008 + Penalty 3307.061432 = -2475576.288576
  nChanged 459
		SP:Iteration 25Q (196668.430000 sec): 3 clusters
  Score: Raw -2479100.506545 + Penalty 3307.061432 = -2475793.445112
  nChanged 451
		SP:Iteration 26Q (196668.830000 sec): 3 clusters
  Score: Raw -2479328.192707 + Penalty 3307.061432 = -2476021.131274
  nChanged 397
		SP:Iteration 27Q (196669.190000 sec): 3 clusters
  Score: Raw -2479535.268239 + Penalty 3307.061432 = -2476228.206807
  nChanged 366
		SP:Iteration 28Q (196669.550000 sec): 3 clusters
  Score: Raw -2479735.308156 + Penalty 3307.061432 = -2476428.246724
  nChanged 313
		SP:Iteration 29Q (196669.920000 sec): 3 clusters
  Score: Raw -2479899.748929 + Penalty 3307.061432 = -2476592.687496
  nChanged 252
		SP:Iteration 30Q (196670.290000 sec): 3 clusters
  Score: Raw -2480025.361572 + Penalty 3307.061432 = -2476718.300140
  nChanged 194
		SP:Iteration 31Q (196670.650000 sec): 3 clusters
  Score: Raw -2480133.976152 + Penalty 3307.061432 = -2476826.914720
  nChanged 157
		SP:Iteration 32Q (196670.980000 sec): 3 clusters
  Score: Raw -2480229.586945 + Penalty 3307.061432 = -2476922.525512
  nChanged 127
		SP:Iteration 33Q (196671.250000 sec): 3 clusters
  Score: Raw -2480299.617975 + Penalty 3307.061432 = -2476992.556542
  nChanged 90
		SP:Iteration 34Q (196671.620000 sec): 3 clusters
  Score: Raw -2480342.018968 + Penalty 3307.061432 = -2477034.957536
  nChanged 66
		SP:Iteration 35Q (196672.030000 sec): 3 clusters
  Score: Raw -2480376.076425 + Penalty 3307.061432 = -2477069.014993
  nChanged 69
		SP:Iteration 36Q (196672.390000 sec): 3 clusters
  Score: Raw -2480410.381721 + Penalty 3307.061432 = -2477103.320289
  nChanged 51
		SP:Iteration 37Q (196672.750000 sec): 3 clusters
  Score: Raw -2480436.423319 + Penalty 3307.061432 = -2477129.361887
  nChanged 31
		SP:Iteration 38Q (196673.110000 sec): 3 clusters
  Score: Raw -2480454.437964 + Penalty 3307.061432 = -2477147.376532
  nChanged 22
		SP:Iteration 39Q (196673.470000 sec): 3 clusters
  Score: Raw -2480467.135404 + Penalty 3307.061432 = -2477160.073972
  nChanged 15
		SP:Iteration 40F (196673.830000 sec): 3 clusters
  Score: Raw -2480473.023751 + Penalty 3307.061432 = -2477165.962319
  nChanged 13
		SP:Iteration 41Q (196674.190000 sec): 3 clusters
  Score: Raw -2480479.633778 + Penalty 3307.061432 = -2477172.572346
  nChanged 10
		SP:Iteration 42Q (196674.550000 sec): 3 clusters
  Score: Raw -2480485.127972 + Penalty 3307.061432 = -2477178.066540
  nChanged 10
		SP:Iteration 43Q (196674.910000 sec): 3 clusters
  Score: Raw -2480490.918004 + Penalty 3307.061432 = -2477183.856571
  nChanged 9
		SP:Iteration 44Q (196675.270000 sec): 3 clusters
  Score: Raw -2480494.522698 + Penalty 3307.061432 = -2477187.461266
  nChanged 9
		SP:Iteration 45Q (196675.630000 sec): 3 clusters
  Score: Raw -2480501.432137 + Penalty 3307.061432 = -2477194.370705
  nChanged 10
		SP:Iteration 46Q (196675.990000 sec): 3 clusters
  Score: Raw -2480506.897061 + Penalty 3307.061432 = -2477199.835629
  nChanged 11
		SP:Iteration 47Q (196676.350000 sec): 3 clusters
  Score: Raw -2480513.104945 + Penalty 3307.061432 = -2477206.043512
  nChanged 3
		SP:Iteration 48Q (196676.710000 sec): 3 clusters
  Score: Raw -2480514.517137 + Penalty 3307.061432 = -2477207.455705
  nChanged 2
		SP:Iteration 49Q (196677.070000 sec): 3 clusters
  Score: Raw -2480516.561082 + Penalty 3307.061432 = -2477209.499650
  nChanged 4
		SP:Iteration 50Q (196677.430000 sec): 3 clusters
  Score: Raw -2480519.320687 + Penalty 3307.061432 = -2477212.259254
  nChanged 1
		SP:Iteration 51Q (196677.790000 sec): 3 clusters
  Score: Raw -2480520.244160 + Penalty 3307.061432 = -2477213.182728
  nChanged 3
		SP:Iteration 52Q (196678.150000 sec): 3 clusters
  Score: Raw -2480522.324550 + Penalty 3307.061432 = -2477215.263118
  nChanged 4
		SP:Iteration 53Q (196678.500000 sec): 3 clusters
  Score: Raw -2480523.769323 + Penalty 3307.061432 = -2477216.707891
  nChanged 1
		SP:Iteration 54Q (196678.860000 sec): 3 clusters
  Score: Raw -2480524.051147 + Penalty 3307.061432 = -2477216.989715
  nChanged 0
		SP:Iteration 55F (196679.220000 sec): 3 clusters
  Score: Raw -2480524.051147 + Penalty 3307.061432 = -2477216.989715
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 62 (3403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196679.330000 sec): 2 clusters
  Score: Raw -296856.186492 + Penalty 1321.517060 = -295534.669433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196679.500000 sec): 3 clusters
  Score: Raw -295199.150615 + Penalty 2643.034119 = -292556.116496
  nChanged 1340
		SP:Iteration 1F (196679.680000 sec): 3 clusters
  Score: Raw -296065.629040 + Penalty 2643.034119 = -293422.594921
  nChanged 288
		SP:Iteration 2F (196679.850000 sec): 3 clusters
  Score: Raw -296289.353590 + Penalty 2643.034119 = -293646.319470
  nChanged 209
		SP:Iteration 3F (196680.030000 sec): 3 clusters
  Score: Raw -296427.027259 + Penalty 2643.034119 = -293783.993140
  nChanged 153
		SP:Iteration 4Q (196680.210000 sec): 3 clusters
  Score: Raw -296530.453595 + Penalty 2643.034119 = -293887.419476
  nChanged 123
		SP:Iteration 5Q (196680.380000 sec): 3 clusters
  Score: Raw -296607.978363 + Penalty 2643.034119 = -293964.944244
  nChanged 114
		SP:Iteration 6Q (196680.560000 sec): 3 clusters
  Score: Raw -296680.117382 + Penalty 2643.034119 = -294037.083263
  nChanged 98
		SP:Iteration 7Q (196680.730000 sec): 3 clusters
  Score: Raw -296740.174326 + Penalty 2643.034119 = -294097.140207
  nChanged 77
		SP:Iteration 8Q (196680.910000 sec): 3 clusters
  Score: Raw -296782.650342 + Penalty 2643.034119 = -294139.616223
  nChanged 66
		SP:Iteration 9Q (196681.090000 sec): 3 clusters
  Score: Raw -296814.821280 + Penalty 2643.034119 = -294171.787161
  nChanged 55
		SP:Iteration 10Q (196681.260000 sec): 3 clusters
  Score: Raw -296840.463753 + Penalty 2643.034119 = -294197.429633
  nChanged 45
		SP:Iteration 11Q (196681.440000 sec): 3 clusters
  Score: Raw -296859.952121 + Penalty 2643.034119 = -294216.918002
  nChanged 34
		SP:Iteration 12Q (196681.610000 sec): 3 clusters
  Score: Raw -296873.023088 + Penalty 2643.034119 = -294229.988969
  nChanged 20
		SP:Iteration 13Q (196681.790000 sec): 3 clusters
  Score: Raw -296882.006288 + Penalty 2643.034119 = -294238.972169
  nChanged 21
		SP:Iteration 14Q (196681.970000 sec): 3 clusters
  Score: Raw -296889.357749 + Penalty 2643.034119 = -294246.323629
  nChanged 17
		SP:Iteration 15Q (196682.140000 sec): 3 clusters
  Score: Raw -296896.601499 + Penalty 2643.034119 = -294253.567379
  nChanged 20
		SP:Iteration 16Q (196682.320000 sec): 3 clusters
  Score: Raw -296904.054153 + Penalty 2643.034119 = -294261.020034
  nChanged 22
		SP:Iteration 17Q (196682.490000 sec): 3 clusters
  Score: Raw -296915.693739 + Penalty 2643.034119 = -294272.659620
  nChanged 26
		SP:Iteration 18Q (196682.670000 sec): 3 clusters
  Score: Raw -296927.747762 + Penalty 2643.034119 = -294284.713643
  nChanged 23
		SP:Iteration 19Q (196682.850000 sec): 3 clusters
  Score: Raw -296938.101192 + Penalty 2643.034119 = -294295.067073
  nChanged 19
		SP:Iteration 20F (196683.020000 sec): 3 clusters
  Score: Raw -296954.206196 + Penalty 2643.034119 = -294311.172077
  nChanged 25
		SP:Iteration 21Q (196683.200000 sec): 3 clusters
  Score: Raw -296971.392694 + Penalty 2643.034119 = -294328.358575
  nChanged 28
		SP:Iteration 22Q (196683.370000 sec): 3 clusters
  Score: Raw -296988.154020 + Penalty 2643.034119 = -294345.119900
  nChanged 27
		SP:Iteration 23Q (196683.550000 sec): 3 clusters
  Score: Raw -297004.505610 + Penalty 2643.034119 = -294361.471491
  nChanged 25
		SP:Iteration 24Q (196683.730000 sec): 3 clusters
  Score: Raw -297020.449530 + Penalty 2643.034119 = -294377.415410
  nChanged 30
		SP:Iteration 25Q (196683.900000 sec): 3 clusters
  Score: Raw -297037.545477 + Penalty 2643.034119 = -294394.511357
  nChanged 32
		SP:Iteration 26Q (196684.070000 sec): 3 clusters
  Score: Raw -297054.993387 + Penalty 2643.034119 = -294411.959268
  nChanged 28
		SP:Iteration 27Q (196684.250000 sec): 3 clusters
  Score: Raw -297070.553572 + Penalty 2643.034119 = -294427.519453
  nChanged 24
		SP:Iteration 28Q (196684.430000 sec): 3 clusters
  Score: Raw -297082.772552 + Penalty 2643.034119 = -294439.738433
  nChanged 22
		SP:Iteration 29Q (196684.600000 sec): 3 clusters
  Score: Raw -297096.441824 + Penalty 2643.034119 = -294453.407704
  nChanged 23
		SP:Iteration 30Q (196684.780000 sec): 3 clusters
  Score: Raw -297106.798982 + Penalty 2643.034119 = -294463.764862
  nChanged 16
		SP:Iteration 31Q (196684.950000 sec): 3 clusters
  Score: Raw -297114.338571 + Penalty 2643.034119 = -294471.304452
  nChanged 6
		SP:Iteration 32Q (196685.130000 sec): 3 clusters
  Score: Raw -297117.749494 + Penalty 2643.034119 = -294474.715374
  nChanged 5
		SP:Iteration 33Q (196685.310000 sec): 3 clusters
  Score: Raw -297120.191883 + Penalty 2643.034119 = -294477.157763
  nChanged 5
		SP:Iteration 34Q (196685.480000 sec): 3 clusters
  Score: Raw -297122.840141 + Penalty 2643.034119 = -294479.806022
  nChanged 7
		SP:Iteration 35Q (196685.660000 sec): 3 clusters
  Score: Raw -297124.845606 + Penalty 2643.034119 = -294481.811487
  nChanged 5
		SP:Iteration 36Q (196685.840000 sec): 3 clusters
  Score: Raw -297127.422026 + Penalty 2643.034119 = -294484.387907
  nChanged 7
		SP:Iteration 37Q (196686.010000 sec): 3 clusters
  Score: Raw -297131.457715 + Penalty 2643.034119 = -294488.423596
  nChanged 7
		SP:Iteration 38Q (196686.190000 sec): 3 clusters
  Score: Raw -297135.496353 + Penalty 2643.034119 = -294492.462233
  nChanged 9
		SP:Iteration 39Q (196686.360000 sec): 3 clusters
  Score: Raw -297140.228681 + Penalty 2643.034119 = -294497.194562
  nChanged 9
		SP:Iteration 40F (196686.540000 sec): 3 clusters
  Score: Raw -297144.343455 + Penalty 2643.034119 = -294501.309336
  nChanged 5
		SP:Iteration 41Q (196686.660000 sec): 3 clusters
  Score: Raw -297147.030346 + Penalty 2643.034119 = -294503.996226
  nChanged 5
		SP:Iteration 42Q (196686.730000 sec): 3 clusters
  Score: Raw -297150.683987 + Penalty 2643.034119 = -294507.649868
  nChanged 7
		SP:Iteration 43Q (196686.800000 sec): 3 clusters
  Score: Raw -297153.966039 + Penalty 2643.034119 = -294510.931920
  nChanged 5
		SP:Iteration 44Q (196686.870000 sec): 3 clusters
  Score: Raw -297156.237408 + Penalty 2643.034119 = -294513.203289
  nChanged 4
		SP:Iteration 45Q (196686.940000 sec): 3 clusters
  Score: Raw -297157.245396 + Penalty 2643.034119 = -294514.211276
  nChanged 5
		SP:Iteration 46Q (196687.010000 sec): 3 clusters
  Score: Raw -297158.660498 + Penalty 2643.034119 = -294515.626378
  nChanged 3
		SP:Iteration 47Q (196687.080000 sec): 3 clusters
  Score: Raw -297159.257812 + Penalty 2643.034119 = -294516.223693
  nChanged 1
		SP:Iteration 48Q (196687.240000 sec): 3 clusters
  Score: Raw -297159.481942 + Penalty 2643.034119 = -294516.447823
  nChanged 0
		SP:Iteration 49F (196687.390000 sec): 3 clusters
  Score: Raw -297159.481942 + Penalty 2643.034119 = -294516.447823
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 63 (4299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196687.490000 sec): 2 clusters
  Score: Raw -369182.178963 + Penalty 1359.497379 = -367822.681584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196687.670000 sec): 3 clusters
  Score: Raw -367036.535171 + Penalty 2718.994758 = -364317.540413
  nChanged 1710
		SP:Iteration 1F (196687.840000 sec): 3 clusters
  Score: Raw -368072.014400 + Penalty 2718.994758 = -365353.019642
  nChanged 348
		SP:Iteration 2F (196688.020000 sec): 3 clusters
  Score: Raw -368311.016103 + Penalty 2718.994758 = -365592.021345
  nChanged 283
		SP:Iteration 3F (196688.190000 sec): 3 clusters
  Score: Raw -368511.278030 + Penalty 2718.994758 = -365792.283272
  nChanged 239
		SP:Iteration 4F (196688.370000 sec): 3 clusters
  Score: Raw -368690.042160 + Penalty 2718.994758 = -365971.047402
  nChanged 204
		SP:Iteration 5Q (196688.550000 sec): 3 clusters
  Score: Raw -368838.602885 + Penalty 2718.994758 = -366119.608128
  nChanged 170
		SP:Iteration 6Q (196688.720000 sec): 3 clusters
  Score: Raw -368982.464839 + Penalty 2718.994758 = -366263.470082
  nChanged 172
		SP:Iteration 7Q (196688.920000 sec): 3 clusters
  Score: Raw -369125.903055 + Penalty 2718.994758 = -366406.908298
  nChanged 167
		SP:Iteration 8Q (196689.070000 sec): 3 clusters
  Score: Raw -369268.018654 + Penalty 2718.994758 = -366549.023896
  nChanged 162
		SP:Iteration 9Q (196689.250000 sec): 3 clusters
  Score: Raw -369404.412181 + Penalty 2718.994758 = -366685.417423
  nChanged 152
		SP:Iteration 10Q (196689.430000 sec): 3 clusters
  Score: Raw -369524.860137 + Penalty 2718.994758 = -366805.865379
  nChanged 125
		SP:Iteration 11Q (196689.640000 sec): 3 clusters
  Score: Raw -369626.967985 + Penalty 2718.994758 = -366907.973227
  nChanged 113
		SP:Iteration 12Q (196689.820000 sec): 3 clusters
  Score: Raw -369724.427102 + Penalty 2718.994758 = -367005.432344
  nChanged 94
		SP:Iteration 13Q (196689.990000 sec): 3 clusters
  Score: Raw -369789.236168 + Penalty 2718.994758 = -367070.241410
  nChanged 69
		SP:Iteration 14Q (196690.170000 sec): 3 clusters
  Score: Raw -369834.291316 + Penalty 2718.994758 = -367115.296558
  nChanged 49
		SP:Iteration 15Q (196690.350000 sec): 3 clusters
  Score: Raw -369860.906280 + Penalty 2718.994758 = -367141.911522
  nChanged 44
		SP:Iteration 16Q (196690.520000 sec): 3 clusters
  Score: Raw -369888.476215 + Penalty 2718.994758 = -367169.481457
  nChanged 40
		SP:Iteration 17Q (196690.700000 sec): 3 clusters
  Score: Raw -369905.682187 + Penalty 2718.994758 = -367186.687429
  nChanged 27
		SP:Iteration 18Q (196690.870000 sec): 3 clusters
  Score: Raw -369916.936316 + Penalty 2718.994758 = -367197.941558
  nChanged 20
		SP:Iteration 19Q (196691.050000 sec): 3 clusters
  Score: Raw -369924.239747 + Penalty 2718.994758 = -367205.244989
  nChanged 18
		SP:Iteration 20F (196691.230000 sec): 3 clusters
  Score: Raw -369930.388809 + Penalty 2718.994758 = -367211.394051
  nChanged 10
		SP:Iteration 21Q (196691.400000 sec): 3 clusters
  Score: Raw -369934.026989 + Penalty 2718.994758 = -367215.032231
  nChanged 16
		SP:Iteration 22Q (196691.580000 sec): 3 clusters
  Score: Raw -369940.670864 + Penalty 2718.994758 = -367221.676107
  nChanged 18
		SP:Iteration 23Q (196691.750000 sec): 3 clusters
  Score: Raw -369947.694370 + Penalty 2718.994758 = -367228.699612
  nChanged 17
		SP:Iteration 24Q (196691.930000 sec): 3 clusters
  Score: Raw -369953.060884 + Penalty 2718.994758 = -367234.066126
  nChanged 12
		SP:Iteration 25Q (196692.110000 sec): 3 clusters
  Score: Raw -369956.533318 + Penalty 2718.994758 = -367237.538560
  nChanged 8
		SP:Iteration 26Q (196692.280000 sec): 3 clusters
  Score: Raw -369958.782174 + Penalty 2718.994758 = -367239.787416
  nChanged 6
		SP:Iteration 27Q (196692.460000 sec): 3 clusters
  Score: Raw -369960.205968 + Penalty 2718.994758 = -367241.211210
  nChanged 4
		SP:Iteration 28Q (196692.630000 sec): 3 clusters
  Score: Raw -369961.552783 + Penalty 2718.994758 = -367242.558026
  nChanged 7
		SP:Iteration 29Q (196692.810000 sec): 3 clusters
  Score: Raw -369963.119057 + Penalty 2718.994758 = -367244.124299
  nChanged 4
		SP:Iteration 30Q (196692.990000 sec): 3 clusters
  Score: Raw -369963.989445 + Penalty 2718.994758 = -367244.994687
  nChanged 2
		SP:Iteration 31Q (196693.160000 sec): 3 clusters
  Score: Raw -369964.451666 + Penalty 2718.994758 = -367245.456908
  nChanged 2
		SP:Iteration 32Q (196693.340000 sec): 3 clusters
  Score: Raw -369965.100450 + Penalty 2718.994758 = -367246.105693
  nChanged 3
		SP:Iteration 33Q (196693.510000 sec): 3 clusters
  Score: Raw -369965.626427 + Penalty 2718.994758 = -367246.631669
  nChanged 1
		SP:Iteration 34Q (196693.690000 sec): 3 clusters
  Score: Raw -369965.766908 + Penalty 2718.994758 = -367246.772150
  nChanged 1
		SP:Iteration 35Q (196693.860000 sec): 3 clusters
  Score: Raw -369966.023281 + Penalty 2718.994758 = -367247.028523
  nChanged 0
		SP:Iteration 36F (196694.040000 sec): 3 clusters
  Score: Raw -369966.023281 + Penalty 2718.994758 = -367247.028523
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 64 (2523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196694.150000 sec): 2 clusters
  Score: Raw -205863.060268 + Penalty 1272.895642 = -204590.164626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196694.370000 sec): 3 clusters
  Score: Raw -204701.881441 + Penalty 2545.791283 = -202156.090158
  nChanged 949
		SP:Iteration 1F (196694.420000 sec): 3 clusters
  Score: Raw -205290.177044 + Penalty 2545.791283 = -202744.385761
  nChanged 217
		SP:Iteration 2F (196694.650000 sec): 3 clusters
  Score: Raw -205456.536837 + Penalty 2545.791283 = -202910.745554
  nChanged 147
		SP:Iteration 3F (196694.800000 sec): 3 clusters
  Score: Raw -205573.709456 + Penalty 2545.791283 = -203027.918173
  nChanged 106
		SP:Iteration 4Q (196694.980000 sec): 3 clusters
  Score: Raw -205658.274324 + Penalty 2545.791283 = -203112.483041
  nChanged 95
		SP:Iteration 5Q (196695.150000 sec): 3 clusters
  Score: Raw -205734.862855 + Penalty 2545.791283 = -203189.071572
  nChanged 98
		SP:Iteration 6Q (196695.330000 sec): 3 clusters
  Score: Raw -205821.263006 + Penalty 2545.791283 = -203275.471722
  nChanged 90
		SP:Iteration 7Q (196695.510000 sec): 3 clusters
  Score: Raw -205893.018272 + Penalty 2545.791283 = -203347.226989
  nChanged 72
		SP:Iteration 8Q (196695.680000 sec): 3 clusters
  Score: Raw -205944.233808 + Penalty 2545.791283 = -203398.442525
  nChanged 52
		SP:Iteration 9Q (196695.860000 sec): 3 clusters
  Score: Raw -205976.930840 + Penalty 2545.791283 = -203431.139557
  nChanged 39
		SP:Iteration 10Q (196696.030000 sec): 3 clusters
  Score: Raw -206005.878367 + Penalty 2545.791283 = -203460.087084
  nChanged 49
		SP:Iteration 11Q (196696.210000 sec): 3 clusters
  Score: Raw -206043.289321 + Penalty 2545.791283 = -203497.498037
  nChanged 56
		SP:Iteration 12Q (196696.390000 sec): 3 clusters
  Score: Raw -206081.563093 + Penalty 2545.791283 = -203535.771809
  nChanged 36
		SP:Iteration 13Q (196696.560000 sec): 3 clusters
  Score: Raw -206107.984713 + Penalty 2545.791283 = -203562.193430
  nChanged 25
		SP:Iteration 14Q (196696.740000 sec): 3 clusters
  Score: Raw -206124.494562 + Penalty 2545.791283 = -203578.703279
  nChanged 27
		SP:Iteration 15Q (196696.910000 sec): 3 clusters
  Score: Raw -206145.991536 + Penalty 2545.791283 = -203600.200253
  nChanged 32
		SP:Iteration 16Q (196697.090000 sec): 3 clusters
  Score: Raw -206162.962742 + Penalty 2545.791283 = -203617.171459
  nChanged 27
		SP:Iteration 17Q (196697.270000 sec): 3 clusters
  Score: Raw -206178.362293 + Penalty 2545.791283 = -203632.571010
  nChanged 21
		SP:Iteration 18Q (196697.440000 sec): 3 clusters
  Score: Raw -206190.634148 + Penalty 2545.791283 = -203644.842864
  nChanged 24
		SP:Iteration 19Q (196697.620000 sec): 3 clusters
  Score: Raw -206201.620858 + Penalty 2545.791283 = -203655.829575
  nChanged 14
		SP:Iteration 20F (196697.790000 sec): 3 clusters
  Score: Raw -206208.683377 + Penalty 2545.791283 = -203662.892094
  nChanged 15
		SP:Iteration 21Q (196697.970000 sec): 3 clusters
  Score: Raw -206215.452025 + Penalty 2545.791283 = -203669.660742
  nChanged 16
		SP:Iteration 22Q (196698.150000 sec): 3 clusters
  Score: Raw -206224.980337 + Penalty 2545.791283 = -203679.189054
  nChanged 13
		SP:Iteration 23Q (196698.320000 sec): 3 clusters
  Score: Raw -206230.063459 + Penalty 2545.791283 = -203684.272176
  nChanged 7
		SP:Iteration 24Q (196698.500000 sec): 3 clusters
  Score: Raw -206233.870298 + Penalty 2545.791283 = -203688.079015
  nChanged 8
		SP:Iteration 25Q (196698.670000 sec): 3 clusters
  Score: Raw -206237.690577 + Penalty 2545.791283 = -203691.899293
  nChanged 8
		SP:Iteration 26Q (196698.850000 sec): 3 clusters
  Score: Raw -206241.927619 + Penalty 2545.791283 = -203696.136335
  nChanged 10
		SP:Iteration 27Q (196699.030000 sec): 3 clusters
  Score: Raw -206246.395323 + Penalty 2545.791283 = -203700.604040
  nChanged 14
		SP:Iteration 28Q (196699.200000 sec): 3 clusters
  Score: Raw -206253.727451 + Penalty 2545.791283 = -203707.936167
  nChanged 13
		SP:Iteration 29Q (196699.380000 sec): 3 clusters
  Score: Raw -206261.057762 + Penalty 2545.791283 = -203715.266478
  nChanged 14
		SP:Iteration 30Q (196699.550000 sec): 3 clusters
  Score: Raw -206269.889769 + Penalty 2545.791283 = -203724.098486
  nChanged 18
		SP:Iteration 31Q (196699.730000 sec): 3 clusters
  Score: Raw -206278.942411 + Penalty 2545.791283 = -203733.151128
  nChanged 10
		SP:Iteration 32Q (196699.870000 sec): 3 clusters
  Score: Raw -206284.381962 + Penalty 2545.791283 = -203738.590679
  nChanged 9
		SP:Iteration 33Q (196700.040000 sec): 3 clusters
  Score: Raw -206287.871201 + Penalty 2545.791283 = -203742.079918
  nChanged 11
		SP:Iteration 34Q (196700.220000 sec): 3 clusters
  Score: Raw -206295.001571 + Penalty 2545.791283 = -203749.210287
  nChanged 13
		SP:Iteration 35Q (196700.390000 sec): 3 clusters
  Score: Raw -206300.819178 + Penalty 2545.791283 = -203755.027895
  nChanged 8
		SP:Iteration 36Q (196700.570000 sec): 3 clusters
  Score: Raw -206303.708860 + Penalty 2545.791283 = -203757.917577
  nChanged 5
		SP:Iteration 37Q (196700.740000 sec): 3 clusters
  Score: Raw -206307.598192 + Penalty 2545.791283 = -203761.806909
  nChanged 7
		SP:Iteration 38Q (196700.920000 sec): 3 clusters
  Score: Raw -206310.961784 + Penalty 2545.791283 = -203765.170501
  nChanged 9
		SP:Iteration 39Q (196701.100000 sec): 3 clusters
  Score: Raw -206316.538458 + Penalty 2545.791283 = -203770.747175
  nChanged 13
		SP:Iteration 40F (196701.270000 sec): 3 clusters
  Score: Raw -206326.364257 + Penalty 2545.791283 = -203780.572973
  nChanged 22
		SP:Iteration 41Q (196701.450000 sec): 3 clusters
  Score: Raw -206338.670878 + Penalty 2545.791283 = -203792.879595
  nChanged 14
		SP:Iteration 42Q (196701.620000 sec): 3 clusters
  Score: Raw -206345.837649 + Penalty 2545.791283 = -203800.046366
  nChanged 9
		SP:Iteration 43Q (196701.800000 sec): 3 clusters
  Score: Raw -206352.503418 + Penalty 2545.791283 = -203806.712135
  nChanged 10
		SP:Iteration 44Q (196701.980000 sec): 3 clusters
  Score: Raw -206358.531110 + Penalty 2545.791283 = -203812.739826
  nChanged 7
		SP:Iteration 45Q (196702.150000 sec): 3 clusters
  Score: Raw -206361.703720 + Penalty 2545.791283 = -203815.912437
  nChanged 11
		SP:Iteration 46Q (196702.330000 sec): 3 clusters
  Score: Raw -206366.080109 + Penalty 2545.791283 = -203820.288826
  nChanged 4
		SP:Iteration 47Q (196702.500000 sec): 3 clusters
  Score: Raw -206367.691820 + Penalty 2545.791283 = -203821.900536
  nChanged 3
		SP:Iteration 48Q (196702.680000 sec): 3 clusters
  Score: Raw -206369.773302 + Penalty 2545.791283 = -203823.982018
  nChanged 1
		SP:Iteration 49Q (196702.860000 sec): 3 clusters
  Score: Raw -206370.108202 + Penalty 2545.791283 = -203824.316918
  nChanged 1
		SP:Iteration 50Q (196703.030000 sec): 3 clusters
  Score: Raw -206370.454552 + Penalty 2545.791283 = -203824.663269
  nChanged 2
		SP:Iteration 51Q (196703.210000 sec): 3 clusters
  Score: Raw -206371.238690 + Penalty 2545.791283 = -203825.447407
  nChanged 1
		SP:Iteration 52Q (196703.380000 sec): 3 clusters
  Score: Raw -206372.333797 + Penalty 2545.791283 = -203826.542514
  nChanged 1
		SP:Iteration 53Q (196703.560000 sec): 3 clusters
  Score: Raw -206372.694587 + Penalty 2545.791283 = -203826.903304
  nChanged 0
		SP:Iteration 54F (196703.740000 sec): 3 clusters
  Score: Raw -206372.694587 + Penalty 2545.791283 = -203826.903304
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 65 (3023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196703.810000 sec): 2 clusters
  Score: Raw -239762.220477 + Penalty 1302.275812 = -238459.944665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196703.980000 sec): 3 clusters
  Score: Raw -238388.081316 + Penalty 2604.551623 = -235783.529692
  nChanged 1116
		SP:Iteration 1F (196704.160000 sec): 3 clusters
  Score: Raw -239142.880712 + Penalty 2604.551623 = -236538.329089
  nChanged 269
		SP:Iteration 2F (196704.340000 sec): 3 clusters
  Score: Raw -239354.904953 + Penalty 2604.551623 = -236750.353329
  nChanged 197
		SP:Iteration 3F (196704.510000 sec): 3 clusters
  Score: Raw -239527.797083 + Penalty 2604.551623 = -236923.245459
  nChanged 162
		SP:Iteration 4F (196704.690000 sec): 3 clusters
  Score: Raw -239682.066158 + Penalty 2604.551623 = -237077.514535
  nChanged 146
		SP:Iteration 5Q (196704.860000 sec): 3 clusters
  Score: Raw -239838.425535 + Penalty 2604.551623 = -237233.873912
  nChanged 122
		SP:Iteration 6Q (196705.040000 sec): 3 clusters
  Score: Raw -239962.932774 + Penalty 2604.551623 = -237358.381151
  nChanged 131
		SP:Iteration 7Q (196705.220000 sec): 3 clusters
  Score: Raw -240072.891291 + Penalty 2604.551623 = -237468.339668
  nChanged 90
		SP:Iteration 8Q (196705.390000 sec): 3 clusters
  Score: Raw -240136.301972 + Penalty 2604.551623 = -237531.750349
  nChanged 65
		SP:Iteration 9Q (196705.560000 sec): 3 clusters
  Score: Raw -240179.391486 + Penalty 2604.551623 = -237574.839863
  nChanged 53
		SP:Iteration 10Q (196705.740000 sec): 3 clusters
  Score: Raw -240208.009413 + Penalty 2604.551623 = -237603.457790
  nChanged 38
		SP:Iteration 11Q (196705.920000 sec): 3 clusters
  Score: Raw -240228.181669 + Penalty 2604.551623 = -237623.630046
  nChanged 29
		SP:Iteration 12Q (196706.090000 sec): 3 clusters
  Score: Raw -240241.833075 + Penalty 2604.551623 = -237637.281452
  nChanged 25
		SP:Iteration 13Q (196706.270000 sec): 3 clusters
  Score: Raw -240254.305957 + Penalty 2604.551623 = -237649.754334
  nChanged 28
		SP:Iteration 14Q (196706.440000 sec): 3 clusters
  Score: Raw -240270.203774 + Penalty 2604.551623 = -237665.652151
  nChanged 26
		SP:Iteration 15Q (196706.620000 sec): 3 clusters
  Score: Raw -240283.012949 + Penalty 2604.551623 = -237678.461325
  nChanged 20
		SP:Iteration 16Q (196706.800000 sec): 3 clusters
  Score: Raw -240291.066489 + Penalty 2604.551623 = -237686.514866
  nChanged 19
		SP:Iteration 17Q (196706.970000 sec): 3 clusters
  Score: Raw -240298.380467 + Penalty 2604.551623 = -237693.828844
  nChanged 18
		SP:Iteration 18Q (196707.150000 sec): 3 clusters
  Score: Raw -240305.066459 + Penalty 2604.551623 = -237700.514836
  nChanged 9
		SP:Iteration 19Q (196707.320000 sec): 3 clusters
  Score: Raw -240307.744460 + Penalty 2604.551623 = -237703.192837
  nChanged 8
		SP:Iteration 20F (196707.500000 sec): 3 clusters
  Score: Raw -240310.944062 + Penalty 2604.551623 = -237706.392439
  nChanged 10
		SP:Iteration 21Q (196707.660000 sec): 3 clusters
  Score: Raw -240314.729873 + Penalty 2604.551623 = -237710.178250
  nChanged 10
		SP:Iteration 22Q (196707.820000 sec): 3 clusters
  Score: Raw -240318.546279 + Penalty 2604.551623 = -237713.994656
  nChanged 9
		SP:Iteration 23Q (196707.980000 sec): 3 clusters
  Score: Raw -240322.082567 + Penalty 2604.551623 = -237717.530944
  nChanged 6
		SP:Iteration 24Q (196708.140000 sec): 3 clusters
  Score: Raw -240324.074009 + Penalty 2604.551623 = -237719.522386
  nChanged 4
		SP:Iteration 25Q (196708.300000 sec): 3 clusters
  Score: Raw -240325.227273 + Penalty 2604.551623 = -237720.675650
  nChanged 4
		SP:Iteration 26Q (196708.460000 sec): 3 clusters
  Score: Raw -240325.991268 + Penalty 2604.551623 = -237721.439645
  nChanged 4
		SP:Iteration 27Q (196708.620000 sec): 3 clusters
  Score: Raw -240327.410938 + Penalty 2604.551623 = -237722.859314
  nChanged 3
		SP:Iteration 28Q (196708.780000 sec): 3 clusters
  Score: Raw -240328.050751 + Penalty 2604.551623 = -237723.499128
  nChanged 3
		SP:Iteration 29Q (196708.940000 sec): 3 clusters
  Score: Raw -240329.808293 + Penalty 2604.551623 = -237725.256670
  nChanged 3
		SP:Iteration 30Q (196709.100000 sec): 3 clusters
  Score: Raw -240330.287999 + Penalty 2604.551623 = -237725.736375
  nChanged 1
		SP:Iteration 31Q (196709.260000 sec): 3 clusters
  Score: Raw -240330.608717 + Penalty 2604.551623 = -237726.057093
  nChanged 0
		SP:Iteration 32F (196709.420000 sec): 3 clusters
  Score: Raw -240330.608717 + Penalty 2604.551623 = -237726.057093
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 66 (7890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196709.510000 sec): 2 clusters
  Score: Raw -684794.403310 + Penalty 1458.169605 = -683336.233705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196709.720000 sec): 3 clusters
  Score: Raw -680441.304270 + Penalty 2916.339209 = -677524.965060
  nChanged 3358
		SP:Iteration 1F (196709.920000 sec): 3 clusters
  Score: Raw -682501.930820 + Penalty 2916.339209 = -679585.591611
  nChanged 676
		SP:Iteration 2F (196710.120000 sec): 3 clusters
  Score: Raw -683049.023371 + Penalty 2916.339209 = -680132.684162
  nChanged 626
		SP:Iteration 3F (196710.320000 sec): 3 clusters
  Score: Raw -683616.992454 + Penalty 2916.339209 = -680700.653244
  nChanged 559
		SP:Iteration 4F (196710.510000 sec): 3 clusters
  Score: Raw -684097.135270 + Penalty 2916.339209 = -681180.796061
  nChanged 492
		SP:Iteration 5F (196710.710000 sec): 3 clusters
  Score: Raw -684462.187461 + Penalty 2916.339209 = -681545.848252
  nChanged 394
		SP:Iteration 6Q (196710.910000 sec): 3 clusters
  Score: Raw -684701.597099 + Penalty 2916.339209 = -681785.257890
  nChanged 321
		SP:Iteration 7Q (196711.100000 sec): 3 clusters
  Score: Raw -684879.162073 + Penalty 2916.339209 = -681962.822863
  nChanged 251
		SP:Iteration 8Q (196711.300000 sec): 3 clusters
  Score: Raw -684987.825004 + Penalty 2916.339209 = -682071.485795
  nChanged 190
		SP:Iteration 9Q (196711.500000 sec): 3 clusters
  Score: Raw -685055.863279 + Penalty 2916.339209 = -682139.524069
  nChanged 146
		SP:Iteration 10Q (196711.700000 sec): 3 clusters
  Score: Raw -685102.389375 + Penalty 2916.339209 = -682186.050165
  nChanged 128
		SP:Iteration 11Q (196711.900000 sec): 3 clusters
  Score: Raw -685136.940581 + Penalty 2916.339209 = -682220.601371
  nChanged 91
		SP:Iteration 12Q (196712.100000 sec): 3 clusters
  Score: Raw -685165.980103 + Penalty 2916.339209 = -682249.640893
  nChanged 95
		SP:Iteration 13Q (196712.290000 sec): 3 clusters
  Score: Raw -685191.714490 + Penalty 2916.339209 = -682275.375280
  nChanged 86
		SP:Iteration 14Q (196712.490000 sec): 3 clusters
  Score: Raw -685217.166031 + Penalty 2916.339209 = -682300.826822
  nChanged 87
		SP:Iteration 15Q (196712.690000 sec): 3 clusters
  Score: Raw -685243.436077 + Penalty 2916.339209 = -682327.096868
  nChanged 78
		SP:Iteration 16Q (196712.890000 sec): 3 clusters
  Score: Raw -685264.249765 + Penalty 2916.339209 = -682347.910555
  nChanged 66
		SP:Iteration 17Q (196713.090000 sec): 3 clusters
  Score: Raw -685283.666324 + Penalty 2916.339209 = -682367.327114
  nChanged 57
		SP:Iteration 18Q (196713.280000 sec): 3 clusters
  Score: Raw -685299.190493 + Penalty 2916.339209 = -682382.851283
  nChanged 50
		SP:Iteration 19Q (196713.480000 sec): 3 clusters
  Score: Raw -685313.194811 + Penalty 2916.339209 = -682396.855601
  nChanged 32
		SP:Iteration 20F (196713.680000 sec): 3 clusters
  Score: Raw -685321.314783 + Penalty 2916.339209 = -682404.975573
  nChanged 32
		SP:Iteration 21Q (196713.880000 sec): 3 clusters
  Score: Raw -685328.662542 + Penalty 2916.339209 = -682412.323332
  nChanged 35
		SP:Iteration 22Q (196714.080000 sec): 3 clusters
  Score: Raw -685335.831890 + Penalty 2916.339209 = -682419.492680
  nChanged 30
		SP:Iteration 23Q (196714.280000 sec): 3 clusters
  Score: Raw -685341.651116 + Penalty 2916.339209 = -682425.311906
  nChanged 23
		SP:Iteration 24Q (196714.470000 sec): 3 clusters
  Score: Raw -685346.481951 + Penalty 2916.339209 = -682430.142741
  nChanged 18
		SP:Iteration 25Q (196714.670000 sec): 3 clusters
  Score: Raw -685350.230102 + Penalty 2916.339209 = -682433.890893
  nChanged 21
		SP:Iteration 26Q (196714.870000 sec): 3 clusters
  Score: Raw -685354.716520 + Penalty 2916.339209 = -682438.377311
  nChanged 20
		SP:Iteration 27Q (196715.060000 sec): 3 clusters
  Score: Raw -685358.527270 + Penalty 2916.339209 = -682442.188061
  nChanged 15
		SP:Iteration 28Q (196715.270000 sec): 3 clusters
  Score: Raw -685360.533034 + Penalty 2916.339209 = -682444.193825
  nChanged 14
		SP:Iteration 29Q (196715.460000 sec): 3 clusters
  Score: Raw -685362.025571 + Penalty 2916.339209 = -682445.686362
  nChanged 7
		SP:Iteration 30Q (196715.660000 sec): 3 clusters
  Score: Raw -685362.608338 + Penalty 2916.339209 = -682446.269129
  nChanged 4
		SP:Iteration 31Q (196715.860000 sec): 3 clusters
  Score: Raw -685363.341065 + Penalty 2916.339209 = -682447.001855
  nChanged 6
		SP:Iteration 32Q (196716.060000 sec): 3 clusters
  Score: Raw -685363.760785 + Penalty 2916.339209 = -682447.421575
  nChanged 4
		SP:Iteration 33Q (196716.260000 sec): 3 clusters
  Score: Raw -685364.216808 + Penalty 2916.339209 = -682447.877598
  nChanged 6
		SP:Iteration 34Q (196716.450000 sec): 3 clusters
  Score: Raw -685365.616789 + Penalty 2916.339209 = -682449.277579
  nChanged 6
		SP:Iteration 35Q (196716.660000 sec): 3 clusters
  Score: Raw -685366.885851 + Penalty 2916.339209 = -682450.546642
  nChanged 8
		SP:Iteration 36Q (196716.850000 sec): 3 clusters
  Score: Raw -685367.935994 + Penalty 2916.339209 = -682451.596785
  nChanged 8
		SP:Iteration 37Q (196717.050000 sec): 3 clusters
  Score: Raw -685368.796973 + Penalty 2916.339209 = -682452.457763
  nChanged 8
		SP:Iteration 38Q (196717.300000 sec): 3 clusters
  Score: Raw -685370.128237 + Penalty 2916.339209 = -682453.789027
  nChanged 7
		SP:Iteration 39Q (196717.500000 sec): 3 clusters
  Score: Raw -685371.014199 + Penalty 2916.339209 = -682454.674989
  nChanged 8
		SP:Iteration 40F (196717.690000 sec): 3 clusters
  Score: Raw -685372.236289 + Penalty 2916.339209 = -682455.897079
  nChanged 14
		SP:Iteration 41Q (196717.890000 sec): 3 clusters
  Score: Raw -685374.629134 + Penalty 2916.339209 = -682458.289925
  nChanged 21
		SP:Iteration 42Q (196718.090000 sec): 3 clusters
  Score: Raw -685378.468692 + Penalty 2916.339209 = -682462.129483
  nChanged 19
		SP:Iteration 43Q (196718.290000 sec): 3 clusters
  Score: Raw -685382.917307 + Penalty 2916.339209 = -682466.578097
  nChanged 24
		SP:Iteration 44Q (196718.490000 sec): 3 clusters
  Score: Raw -685389.465974 + Penalty 2916.339209 = -682473.126765
  nChanged 23
		SP:Iteration 45Q (196718.690000 sec): 3 clusters
  Score: Raw -685396.216082 + Penalty 2916.339209 = -682479.876872
  nChanged 27
		SP:Iteration 46Q (196718.890000 sec): 3 clusters
  Score: Raw -685402.539529 + Penalty 2916.339209 = -682486.200320
  nChanged 30
		SP:Iteration 47Q (196719.080000 sec): 3 clusters
  Score: Raw -685407.971282 + Penalty 2916.339209 = -682491.632073
  nChanged 20
		SP:Iteration 48Q (196719.280000 sec): 3 clusters
  Score: Raw -685411.345997 + Penalty 2916.339209 = -682495.006788
  nChanged 17
		SP:Iteration 49Q (196719.480000 sec): 3 clusters
  Score: Raw -685415.573002 + Penalty 2916.339209 = -682499.233792
  nChanged 19
		SP:Iteration 50Q (196719.680000 sec): 3 clusters
  Score: Raw -685419.289524 + Penalty 2916.339209 = -682502.950314
  nChanged 19
		SP:Iteration 51Q (196719.880000 sec): 3 clusters
  Score: Raw -685422.517438 + Penalty 2916.339209 = -682506.178228
  nChanged 17
		SP:Iteration 52Q (196720.060000 sec): 3 clusters
  Score: Raw -685425.423566 + Penalty 2916.339209 = -682509.084357
  nChanged 16
		SP:Iteration 53Q (196720.270000 sec): 3 clusters
  Score: Raw -685428.345846 + Penalty 2916.339209 = -682512.006637
  nChanged 10
		SP:Iteration 54Q (196720.470000 sec): 3 clusters
  Score: Raw -685430.734138 + Penalty 2916.339209 = -682514.394929
  nChanged 20
		SP:Iteration 55Q (196720.670000 sec): 3 clusters
  Score: Raw -685434.695859 + Penalty 2916.339209 = -682518.356650
  nChanged 23
		SP:Iteration 56Q (196720.870000 sec): 3 clusters
  Score: Raw -685439.838137 + Penalty 2916.339209 = -682523.498927
  nChanged 25
		SP:Iteration 57Q (196721.070000 sec): 3 clusters
  Score: Raw -685444.347521 + Penalty 2916.339209 = -682528.008311
  nChanged 22
		SP:Iteration 58Q (196721.260000 sec): 3 clusters
  Score: Raw -685447.863179 + Penalty 2916.339209 = -682531.523970
  nChanged 21
		SP:Iteration 59Q (196721.460000 sec): 3 clusters
  Score: Raw -685451.971587 + Penalty 2916.339209 = -682535.632377
  nChanged 23
		SP:Iteration 60F (196721.660000 sec): 3 clusters
  Score: Raw -685455.361687 + Penalty 2916.339209 = -682539.022478
  nChanged 12
		SP:Iteration 61Q (196721.850000 sec): 3 clusters
  Score: Raw -685457.255197 + Penalty 2916.339209 = -682540.915988
  nChanged 17
		SP:Iteration 62Q (196722.060000 sec): 3 clusters
  Score: Raw -685460.412961 + Penalty 2916.339209 = -682544.073752
  nChanged 18
		SP:Iteration 63Q (196722.250000 sec): 3 clusters
  Score: Raw -685463.486732 + Penalty 2916.339209 = -682547.147523
  nChanged 17
		SP:Iteration 64Q (196722.450000 sec): 3 clusters
  Score: Raw -685468.223423 + Penalty 2916.339209 = -682551.884213
  nChanged 22
		SP:Iteration 65Q (196722.650000 sec): 3 clusters
  Score: Raw -685473.551618 + Penalty 2916.339209 = -682557.212408
  nChanged 24
		SP:Iteration 66Q (196722.850000 sec): 3 clusters
  Score: Raw -685479.595919 + Penalty 2916.339209 = -682563.256709
  nChanged 23
		SP:Iteration 67Q (196723.040000 sec): 3 clusters
  Score: Raw -685486.213451 + Penalty 2916.339209 = -682569.874241
  nChanged 21
		SP:Iteration 68Q (196723.250000 sec): 3 clusters
  Score: Raw -685491.709078 + Penalty 2916.339209 = -682575.369869
  nChanged 18
		SP:Iteration 69Q (196723.440000 sec): 3 clusters
  Score: Raw -685495.906353 + Penalty 2916.339209 = -682579.567143
  nChanged 18
		SP:Iteration 70Q (196723.640000 sec): 3 clusters
  Score: Raw -685499.565621 + Penalty 2916.339209 = -682583.226411
  nChanged 14
		SP:Iteration 71Q (196723.840000 sec): 3 clusters
  Score: Raw -685502.413036 + Penalty 2916.339209 = -682586.073826
  nChanged 16
		SP:Iteration 72Q (196724.030000 sec): 3 clusters
  Score: Raw -685505.077780 + Penalty 2916.339209 = -682588.738571
  nChanged 11
		SP:Iteration 73Q (196724.230000 sec): 3 clusters
  Score: Raw -685506.714085 + Penalty 2916.339209 = -682590.374876
  nChanged 11
		SP:Iteration 74Q (196724.430000 sec): 3 clusters
  Score: Raw -685508.792457 + Penalty 2916.339209 = -682592.453247
  nChanged 15
		SP:Iteration 75Q (196724.630000 sec): 3 clusters
  Score: Raw -685512.415039 + Penalty 2916.339209 = -682596.075830
  nChanged 15
		SP:Iteration 76Q (196724.820000 sec): 3 clusters
  Score: Raw -685517.956758 + Penalty 2916.339209 = -682601.617549
  nChanged 33
		SP:Iteration 77Q (196724.940000 sec): 3 clusters
  Score: Raw -685529.193990 + Penalty 2916.339209 = -682612.854781
  nChanged 33
		SP:Iteration 78Q (196725.050000 sec): 3 clusters
  Score: Raw -685544.923701 + Penalty 2916.339209 = -682628.584491
  nChanged 39
		SP:Iteration 79Q (196725.250000 sec): 3 clusters
  Score: Raw -685564.004747 + Penalty 2916.339209 = -682647.665538
  nChanged 48
		SP:Iteration 80F (196725.450000 sec): 3 clusters
  Score: Raw -685585.903244 + Penalty 2916.339209 = -682669.564035
  nChanged 57
		SP:Iteration 81Q (196725.650000 sec): 3 clusters
  Score: Raw -685612.682887 + Penalty 2916.339209 = -682696.343678
  nChanged 53
		SP:Iteration 82Q (196725.850000 sec): 3 clusters
  Score: Raw -685629.447287 + Penalty 2916.339209 = -682713.108077
  nChanged 42
		SP:Iteration 83Q (196726.050000 sec): 3 clusters
  Score: Raw -685643.745411 + Penalty 2916.339209 = -682727.406202
  nChanged 34
		SP:Iteration 84Q (196726.240000 sec): 3 clusters
  Score: Raw -685653.816971 + Penalty 2916.339209 = -682737.477761
  nChanged 25
		SP:Iteration 85Q (196726.440000 sec): 3 clusters
  Score: Raw -685661.269195 + Penalty 2916.339209 = -682744.929986
  nChanged 26
		SP:Iteration 86Q (196726.640000 sec): 3 clusters
  Score: Raw -685667.381680 + Penalty 2916.339209 = -682751.042470
  nChanged 22
		SP:Iteration 87Q (196726.830000 sec): 3 clusters
  Score: Raw -685672.959974 + Penalty 2916.339209 = -682756.620764
  nChanged 18
		SP:Iteration 88Q (196727.040000 sec): 3 clusters
  Score: Raw -685677.439975 + Penalty 2916.339209 = -682761.100766
  nChanged 18
		SP:Iteration 89Q (196727.230000 sec): 3 clusters
  Score: Raw -685680.129392 + Penalty 2916.339209 = -682763.790182
  nChanged 9
		SP:Iteration 90Q (196727.430000 sec): 3 clusters
  Score: Raw -685681.738859 + Penalty 2916.339209 = -682765.399650
  nChanged 6
		SP:Iteration 91Q (196727.630000 sec): 3 clusters
  Score: Raw -685682.584439 + Penalty 2916.339209 = -682766.245229
  nChanged 4
		SP:Iteration 92Q (196727.830000 sec): 3 clusters
  Score: Raw -685683.455682 + Penalty 2916.339209 = -682767.116473
  nChanged 5
		SP:Iteration 93Q (196728.020000 sec): 3 clusters
  Score: Raw -685684.641642 + Penalty 2916.339209 = -682768.302432
  nChanged 6
		SP:Iteration 94Q (196728.230000 sec): 3 clusters
  Score: Raw -685685.465940 + Penalty 2916.339209 = -682769.126731
  nChanged 6
		SP:Iteration 95Q (196728.420000 sec): 3 clusters
  Score: Raw -685686.384713 + Penalty 2916.339209 = -682770.045503
  nChanged 5
		SP:Iteration 96Q (196728.620000 sec): 3 clusters
  Score: Raw -685687.490094 + Penalty 2916.339209 = -682771.150884
  nChanged 7
		SP:Iteration 97Q (196728.820000 sec): 3 clusters
  Score: Raw -685688.834960 + Penalty 2916.339209 = -682772.495751
  nChanged 5
		SP:Iteration 98Q (196729.020000 sec): 3 clusters
  Score: Raw -685689.398044 + Penalty 2916.339209 = -682773.058835
  nChanged 2
		SP:Iteration 99Q (196729.210000 sec): 3 clusters
  Score: Raw -685689.698246 + Penalty 2916.339209 = -682773.359037
  nChanged 0
		SP:Iteration 100F (196729.410000 sec): 3 clusters
  Score: Raw -685689.698246 + Penalty 2916.339209 = -682773.359037
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 67 (4446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196729.530000 sec): 2 clusters
  Score: Raw -372324.823372 + Penalty 1364.961015 = -370959.862356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196729.720000 sec): 3 clusters
  Score: Raw -370138.205712 + Penalty 2729.922031 = -367408.283681
  nChanged 1795
		SP:Iteration 1F (196729.900000 sec): 3 clusters
  Score: Raw -371429.750257 + Penalty 2729.922031 = -368699.828227
  nChanged 446
		SP:Iteration 2F (196730.070000 sec): 3 clusters
  Score: Raw -371852.072848 + Penalty 2729.922031 = -369122.150817
  nChanged 357
		SP:Iteration 3F (196730.250000 sec): 3 clusters
  Score: Raw -372190.517554 + Penalty 2729.922031 = -369460.595524
  nChanged 287
		SP:Iteration 4F (196730.430000 sec): 3 clusters
  Score: Raw -372406.239001 + Penalty 2729.922031 = -369676.316970
  nChanged 210
		SP:Iteration 5Q (196730.600000 sec): 3 clusters
  Score: Raw -372527.082427 + Penalty 2729.922031 = -369797.160396
  nChanged 165
		SP:Iteration 6Q (196730.770000 sec): 3 clusters
  Score: Raw -372618.969581 + Penalty 2729.922031 = -369889.047550
  nChanged 151
		SP:Iteration 7Q (196730.950000 sec): 3 clusters
  Score: Raw -372707.782500 + Penalty 2729.922031 = -369977.860469
  nChanged 130
		SP:Iteration 8Q (196731.130000 sec): 3 clusters
  Score: Raw -372776.846297 + Penalty 2729.922031 = -370046.924266
  nChanged 104
		SP:Iteration 9Q (196731.300000 sec): 3 clusters
  Score: Raw -372823.547603 + Penalty 2729.922031 = -370093.625572
  nChanged 70
		SP:Iteration 10Q (196731.480000 sec): 3 clusters
  Score: Raw -372848.786075 + Penalty 2729.922031 = -370118.864045
  nChanged 52
		SP:Iteration 11Q (196731.650000 sec): 3 clusters
  Score: Raw -372867.808558 + Penalty 2729.922031 = -370137.886528
  nChanged 35
		SP:Iteration 12Q (196731.830000 sec): 3 clusters
  Score: Raw -372880.883991 + Penalty 2729.922031 = -370150.961960
  nChanged 33
		SP:Iteration 13Q (196732.010000 sec): 3 clusters
  Score: Raw -372893.639396 + Penalty 2729.922031 = -370163.717365
  nChanged 27
		SP:Iteration 14Q (196732.180000 sec): 3 clusters
  Score: Raw -372903.082568 + Penalty 2729.922031 = -370173.160537
  nChanged 18
		SP:Iteration 15Q (196732.360000 sec): 3 clusters
  Score: Raw -372908.897706 + Penalty 2729.922031 = -370178.975675
  nChanged 18
		SP:Iteration 16Q (196732.530000 sec): 3 clusters
  Score: Raw -372914.671021 + Penalty 2729.922031 = -370184.748990
  nChanged 13
		SP:Iteration 17Q (196732.710000 sec): 3 clusters
  Score: Raw -372918.499441 + Penalty 2729.922031 = -370188.577410
  nChanged 17
		SP:Iteration 18Q (196732.890000 sec): 3 clusters
  Score: Raw -372923.180397 + Penalty 2729.922031 = -370193.258366
  nChanged 19
		SP:Iteration 19Q (196733.060000 sec): 3 clusters
  Score: Raw -372929.099164 + Penalty 2729.922031 = -370199.177133
  nChanged 22
		SP:Iteration 20F (196733.240000 sec): 3 clusters
  Score: Raw -372935.774867 + Penalty 2729.922031 = -370205.852836
  nChanged 19
		SP:Iteration 21Q (196733.410000 sec): 3 clusters
  Score: Raw -372942.432367 + Penalty 2729.922031 = -370212.510337
  nChanged 23
		SP:Iteration 22Q (196733.590000 sec): 3 clusters
  Score: Raw -372949.012289 + Penalty 2729.922031 = -370219.090259
  nChanged 12
		SP:Iteration 23Q (196733.770000 sec): 3 clusters
  Score: Raw -372952.098301 + Penalty 2729.922031 = -370222.176270
  nChanged 12
		SP:Iteration 24Q (196733.940000 sec): 3 clusters
  Score: Raw -372954.570369 + Penalty 2729.922031 = -370224.648339
  nChanged 10
		SP:Iteration 25Q (196734.120000 sec): 3 clusters
  Score: Raw -372956.925945 + Penalty 2729.922031 = -370227.003914
  nChanged 10
		SP:Iteration 26Q (196734.290000 sec): 3 clusters
  Score: Raw -372958.627974 + Penalty 2729.922031 = -370228.705943
  nChanged 7
		SP:Iteration 27Q (196734.470000 sec): 3 clusters
  Score: Raw -372959.983543 + Penalty 2729.922031 = -370230.061512
  nChanged 4
		SP:Iteration 28Q (196734.650000 sec): 3 clusters
  Score: Raw -372960.983326 + Penalty 2729.922031 = -370231.061295
  nChanged 6
		SP:Iteration 29Q (196734.820000 sec): 3 clusters
  Score: Raw -372962.261797 + Penalty 2729.922031 = -370232.339766
  nChanged 9
		SP:Iteration 30Q (196735.000000 sec): 3 clusters
  Score: Raw -372964.437002 + Penalty 2729.922031 = -370234.514972
  nChanged 7
		SP:Iteration 31Q (196735.170000 sec): 3 clusters
  Score: Raw -372966.021874 + Penalty 2729.922031 = -370236.099844
  nChanged 8
		SP:Iteration 32Q (196735.350000 sec): 3 clusters
  Score: Raw -372969.727464 + Penalty 2729.922031 = -370239.805433
  nChanged 13
		SP:Iteration 33Q (196735.530000 sec): 3 clusters
  Score: Raw -372975.597445 + Penalty 2729.922031 = -370245.675414
  nChanged 15
		SP:Iteration 34Q (196735.700000 sec): 3 clusters
  Score: Raw -372981.323968 + Penalty 2729.922031 = -370251.401937
  nChanged 20
		SP:Iteration 35Q (196735.880000 sec): 3 clusters
  Score: Raw -372992.327784 + Penalty 2729.922031 = -370262.405753
  nChanged 27
		SP:Iteration 36Q (196736.050000 sec): 3 clusters
  Score: Raw -373005.595585 + Penalty 2729.922031 = -370275.673554
  nChanged 31
		SP:Iteration 37Q (196736.230000 sec): 3 clusters
  Score: Raw -373021.847717 + Penalty 2729.922031 = -370291.925687
  nChanged 30
		SP:Iteration 38Q (196736.410000 sec): 3 clusters
  Score: Raw -373037.478310 + Penalty 2729.922031 = -370307.556279
  nChanged 33
		SP:Iteration 39Q (196736.580000 sec): 3 clusters
  Score: Raw -373053.618698 + Penalty 2729.922031 = -370323.696667
  nChanged 40
		SP:Iteration 40F (196736.730000 sec): 3 clusters
  Score: Raw -373072.479432 + Penalty 2729.922031 = -370342.557402
  nChanged 37
		SP:Iteration 41Q (196736.820000 sec): 3 clusters
  Score: Raw -373086.598701 + Penalty 2729.922031 = -370356.676670
  nChanged 23
		SP:Iteration 42Q (196736.900000 sec): 3 clusters
  Score: Raw -373094.163388 + Penalty 2729.922031 = -370364.241357
  nChanged 24
		SP:Iteration 43Q (196736.980000 sec): 3 clusters
  Score: Raw -373102.071408 + Penalty 2729.922031 = -370372.149377
  nChanged 18
		SP:Iteration 44Q (196737.060000 sec): 3 clusters
  Score: Raw -373107.141629 + Penalty 2729.922031 = -370377.219598
  nChanged 14
		SP:Iteration 45Q (196737.140000 sec): 3 clusters
  Score: Raw -373111.335263 + Penalty 2729.922031 = -370381.413233
  nChanged 12
		SP:Iteration 46Q (196737.220000 sec): 3 clusters
  Score: Raw -373115.516410 + Penalty 2729.922031 = -370385.594379
  nChanged 7
		SP:Iteration 47Q (196737.310000 sec): 3 clusters
  Score: Raw -373117.137846 + Penalty 2729.922031 = -370387.215815
  nChanged 10
		SP:Iteration 48Q (196737.390000 sec): 3 clusters
  Score: Raw -373119.812626 + Penalty 2729.922031 = -370389.890595
  nChanged 6
		SP:Iteration 49Q (196737.480000 sec): 3 clusters
  Score: Raw -373121.251959 + Penalty 2729.922031 = -370391.329928
  nChanged 5
		SP:Iteration 50Q (196737.560000 sec): 3 clusters
  Score: Raw -373122.191574 + Penalty 2729.922031 = -370392.269543
  nChanged 4
		SP:Iteration 51Q (196737.650000 sec): 3 clusters
  Score: Raw -373122.925457 + Penalty 2729.922031 = -370393.003426
  nChanged 2
		SP:Iteration 52Q (196737.830000 sec): 3 clusters
  Score: Raw -373123.879370 + Penalty 2729.922031 = -370393.957339
  nChanged 3
		SP:Iteration 53Q (196738.000000 sec): 3 clusters
  Score: Raw -373125.306756 + Penalty 2729.922031 = -370395.384726
  nChanged 5
		SP:Iteration 54Q (196738.180000 sec): 3 clusters
  Score: Raw -373126.569343 + Penalty 2729.922031 = -370396.647312
  nChanged 6
		SP:Iteration 55Q (196738.350000 sec): 3 clusters
  Score: Raw -373128.073581 + Penalty 2729.922031 = -370398.151551
  nChanged 3
		SP:Iteration 56Q (196738.530000 sec): 3 clusters
  Score: Raw -373129.444518 + Penalty 2729.922031 = -370399.522487
  nChanged 6
		SP:Iteration 57Q (196738.710000 sec): 3 clusters
  Score: Raw -373131.221060 + Penalty 2729.922031 = -370401.299029
  nChanged 5
		SP:Iteration 58Q (196738.880000 sec): 3 clusters
  Score: Raw -373132.358536 + Penalty 2729.922031 = -370402.436505
  nChanged 4
		SP:Iteration 59Q (196739.060000 sec): 3 clusters
  Score: Raw -373133.318476 + Penalty 2729.922031 = -370403.396445
  nChanged 4
		SP:Iteration 60F (196739.230000 sec): 3 clusters
  Score: Raw -373135.149671 + Penalty 2729.922031 = -370405.227640
  nChanged 8
		SP:Iteration 61Q (196739.410000 sec): 3 clusters
  Score: Raw -373137.368962 + Penalty 2729.922031 = -370407.446931
  nChanged 5
		SP:Iteration 62Q (196739.590000 sec): 3 clusters
  Score: Raw -373138.381708 + Penalty 2729.922031 = -370408.459677
  nChanged 3
		SP:Iteration 63Q (196739.670000 sec): 3 clusters
  Score: Raw -373138.923821 + Penalty 2729.922031 = -370409.001790
  nChanged 1
		SP:Iteration 64Q (196739.750000 sec): 3 clusters
  Score: Raw -373139.720184 + Penalty 2729.922031 = -370409.798154
  nChanged 5
		SP:Iteration 65Q (196739.940000 sec): 3 clusters
  Score: Raw -373140.931324 + Penalty 2729.922031 = -370411.009293
  nChanged 5
		SP:Iteration 66Q (196740.120000 sec): 3 clusters
  Score: Raw -373142.014112 + Penalty 2729.922031 = -370412.092081
  nChanged 5
		SP:Iteration 67Q (196740.290000 sec): 3 clusters
  Score: Raw -373143.536121 + Penalty 2729.922031 = -370413.614090
  nChanged 3
		SP:Iteration 68Q (196740.470000 sec): 3 clusters
  Score: Raw -373144.686824 + Penalty 2729.922031 = -370414.764793
  nChanged 5
		SP:Iteration 69Q (196740.650000 sec): 3 clusters
  Score: Raw -373145.689138 + Penalty 2729.922031 = -370415.767107
  nChanged 2
		SP:Iteration 70Q (196740.820000 sec): 3 clusters
  Score: Raw -373145.887284 + Penalty 2729.922031 = -370415.965253
  nChanged 0
		SP:Iteration 71F (196741.000000 sec): 3 clusters
  Score: Raw -373145.887284 + Penalty 2729.922031 = -370415.965253
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 68 (2494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196741.070000 sec): 2 clusters
  Score: Raw -231414.988328 + Penalty 1271.017008 = -230143.971320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196741.250000 sec): 3 clusters
  Score: Raw -230320.179047 + Penalty 2542.034016 = -227778.145031
  nChanged 917
		SP:Iteration 1F (196741.420000 sec): 3 clusters
  Score: Raw -231007.463114 + Penalty 2542.034016 = -228465.429098
  nChanged 241
		SP:Iteration 2F (196741.600000 sec): 3 clusters
  Score: Raw -231230.745543 + Penalty 2542.034016 = -228688.711527
  nChanged 162
		SP:Iteration 3F (196741.770000 sec): 3 clusters
  Score: Raw -231376.059211 + Penalty 2542.034016 = -228834.025195
  nChanged 129
		SP:Iteration 4F (196741.950000 sec): 3 clusters
  Score: Raw -231497.103941 + Penalty 2542.034016 = -228955.069925
  nChanged 92
		SP:Iteration 5Q (196742.120000 sec): 3 clusters
  Score: Raw -231581.061719 + Penalty 2542.034016 = -229039.027703
  nChanged 82
		SP:Iteration 6Q (196742.300000 sec): 3 clusters
  Score: Raw -231660.950716 + Penalty 2542.034016 = -229118.916700
  nChanged 74
		SP:Iteration 7Q (196742.470000 sec): 3 clusters
  Score: Raw -231730.053507 + Penalty 2542.034016 = -229188.019491
  nChanged 63
		SP:Iteration 8Q (196742.650000 sec): 3 clusters
  Score: Raw -231781.250383 + Penalty 2542.034016 = -229239.216367
  nChanged 55
		SP:Iteration 9Q (196742.830000 sec): 3 clusters
  Score: Raw -231814.706848 + Penalty 2542.034016 = -229272.672832
  nChanged 35
		SP:Iteration 10Q (196743.000000 sec): 3 clusters
  Score: Raw -231835.899035 + Penalty 2542.034016 = -229293.865019
  nChanged 25
		SP:Iteration 11Q (196743.180000 sec): 3 clusters
  Score: Raw -231850.907099 + Penalty 2542.034016 = -229308.873083
  nChanged 25
		SP:Iteration 12Q (196743.350000 sec): 3 clusters
  Score: Raw -231869.624484 + Penalty 2542.034016 = -229327.590468
  nChanged 21
		SP:Iteration 13Q (196743.530000 sec): 3 clusters
  Score: Raw -231882.699206 + Penalty 2542.034016 = -229340.665190
  nChanged 21
		SP:Iteration 14Q (196743.710000 sec): 3 clusters
  Score: Raw -231895.602951 + Penalty 2542.034016 = -229353.568935
  nChanged 21
		SP:Iteration 15Q (196743.880000 sec): 3 clusters
  Score: Raw -231907.716935 + Penalty 2542.034016 = -229365.682919
  nChanged 21
		SP:Iteration 16Q (196744.060000 sec): 3 clusters
  Score: Raw -231917.738154 + Penalty 2542.034016 = -229375.704138
  nChanged 9
		SP:Iteration 17Q (196744.230000 sec): 3 clusters
  Score: Raw -231921.417274 + Penalty 2542.034016 = -229379.383258
  nChanged 8
		SP:Iteration 18Q (196744.410000 sec): 3 clusters
  Score: Raw -231924.416303 + Penalty 2542.034016 = -229382.382287
  nChanged 4
		SP:Iteration 19Q (196744.590000 sec): 3 clusters
  Score: Raw -231927.650084 + Penalty 2542.034016 = -229385.616068
  nChanged 11
		SP:Iteration 20F (196744.760000 sec): 3 clusters
  Score: Raw -231931.961595 + Penalty 2542.034016 = -229389.927579
  nChanged 5
		SP:Iteration 21Q (196744.940000 sec): 3 clusters
  Score: Raw -231934.417734 + Penalty 2542.034016 = -229392.383718
  nChanged 6
		SP:Iteration 22Q (196745.110000 sec): 3 clusters
  Score: Raw -231936.784200 + Penalty 2542.034016 = -229394.750183
  nChanged 3
		SP:Iteration 23Q (196745.290000 sec): 3 clusters
  Score: Raw -231937.846422 + Penalty 2542.034016 = -229395.812406
  nChanged 2
		SP:Iteration 24Q (196745.460000 sec): 3 clusters
  Score: Raw -231938.625441 + Penalty 2542.034016 = -229396.591425
  nChanged 2
		SP:Iteration 25Q (196745.630000 sec): 3 clusters
  Score: Raw -231939.405203 + Penalty 2542.034016 = -229397.371186
  nChanged 2
		SP:Iteration 26Q (196745.790000 sec): 3 clusters
  Score: Raw -231940.039542 + Penalty 2542.034016 = -229398.005525
  nChanged 2
		SP:Iteration 27Q (196745.950000 sec): 3 clusters
  Score: Raw -231940.771822 + Penalty 2542.034016 = -229398.737806
  nChanged 1
		SP:Iteration 28Q (196746.120000 sec): 3 clusters
  Score: Raw -231941.094359 + Penalty 2542.034016 = -229399.060343
  nChanged 1
		SP:Iteration 29Q (196746.280000 sec): 3 clusters
  Score: Raw -231941.407471 + Penalty 2542.034016 = -229399.373455
  nChanged 2
		SP:Iteration 30Q (196746.440000 sec): 3 clusters
  Score: Raw -231942.388019 + Penalty 2542.034016 = -229400.354003
  nChanged 5
		SP:Iteration 31Q (196746.610000 sec): 3 clusters
  Score: Raw -231944.620406 + Penalty 2542.034016 = -229402.586390
  nChanged 5
		SP:Iteration 32Q (196746.770000 sec): 3 clusters
  Score: Raw -231947.372444 + Penalty 2542.034016 = -229405.338428
  nChanged 4
		SP:Iteration 33Q (196746.930000 sec): 3 clusters
  Score: Raw -231949.017309 + Penalty 2542.034016 = -229406.983293
  nChanged 7
		SP:Iteration 34Q (196747.100000 sec): 3 clusters
  Score: Raw -231951.669986 + Penalty 2542.034016 = -229409.635970
  nChanged 4
		SP:Iteration 35Q (196747.260000 sec): 3 clusters
  Score: Raw -231953.284401 + Penalty 2542.034016 = -229411.250385
  nChanged 1
		SP:Iteration 36Q (196747.420000 sec): 3 clusters
  Score: Raw -231953.960173 + Penalty 2542.034016 = -229411.926157
  nChanged 4
		SP:Iteration 37Q (196747.580000 sec): 3 clusters
  Score: Raw -231956.260367 + Penalty 2542.034016 = -229414.226351
  nChanged 8
		SP:Iteration 38Q (196747.740000 sec): 3 clusters
  Score: Raw -231961.298841 + Penalty 2542.034016 = -229419.264825
  nChanged 8
		SP:Iteration 39Q (196747.900000 sec): 3 clusters
  Score: Raw -231966.673332 + Penalty 2542.034016 = -229424.639316
  nChanged 9
		SP:Iteration 40F (196748.060000 sec): 3 clusters
  Score: Raw -231970.294283 + Penalty 2542.034016 = -229428.260267
  nChanged 7
		SP:Iteration 41Q (196748.220000 sec): 3 clusters
  Score: Raw -231973.022750 + Penalty 2542.034016 = -229430.988734
  nChanged 4
		SP:Iteration 42Q (196748.380000 sec): 3 clusters
  Score: Raw -231974.447225 + Penalty 2542.034016 = -229432.413209
  nChanged 3
		SP:Iteration 43Q (196748.540000 sec): 3 clusters
  Score: Raw -231976.059780 + Penalty 2542.034016 = -229434.025764
  nChanged 3
		SP:Iteration 44Q (196748.700000 sec): 3 clusters
  Score: Raw -231977.588514 + Penalty 2542.034016 = -229435.554498
  nChanged 4
		SP:Iteration 45Q (196748.860000 sec): 3 clusters
  Score: Raw -231979.385365 + Penalty 2542.034016 = -229437.351349
  nChanged 5
		SP:Iteration 46Q (196749.020000 sec): 3 clusters
  Score: Raw -231981.201307 + Penalty 2542.034016 = -229439.167291
  nChanged 3
		SP:Iteration 47Q (196749.180000 sec): 3 clusters
  Score: Raw -231981.913953 + Penalty 2542.034016 = -229439.879937
  nChanged 1
		SP:Iteration 48Q (196749.340000 sec): 3 clusters
  Score: Raw -231982.141481 + Penalty 2542.034016 = -229440.107465
  nChanged 1
		SP:Iteration 49Q (196749.500000 sec): 3 clusters
  Score: Raw -231982.377405 + Penalty 2542.034016 = -229440.343389
  nChanged 0
		SP:Iteration 50F (196749.660000 sec): 3 clusters
  Score: Raw -231982.377405 + Penalty 2542.034016 = -229440.343389
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 69 (6389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196749.770000 sec): 2 clusters
  Score: Raw -623636.865456 + Penalty 1423.879119 = -622212.986337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196749.930000 sec): 3 clusters
  Score: Raw -620296.898658 + Penalty 2847.758238 = -617449.140419
  nChanged 2646
		SP:Iteration 1F (196750.090000 sec): 3 clusters
  Score: Raw -621930.159934 + Penalty 2847.758238 = -619082.401696
  nChanged 499
		SP:Iteration 2F (196750.240000 sec): 3 clusters
  Score: Raw -622273.031477 + Penalty 2847.758238 = -619425.273239
  nChanged 466
		SP:Iteration 3F (196750.400000 sec): 3 clusters
  Score: Raw -622570.829619 + Penalty 2847.758238 = -619723.071381
  nChanged 403
		SP:Iteration 4F (196750.550000 sec): 3 clusters
  Score: Raw -622817.247936 + Penalty 2847.758238 = -619969.489698
  nChanged 285
		SP:Iteration 5Q (196750.710000 sec): 3 clusters
  Score: Raw -622961.763936 + Penalty 2847.758238 = -620114.005698
  nChanged 202
		SP:Iteration 6Q (196750.860000 sec): 3 clusters
  Score: Raw -623057.199134 + Penalty 2847.758238 = -620209.440896
  nChanged 176
		SP:Iteration 7Q (196751.020000 sec): 3 clusters
  Score: Raw -623144.816948 + Penalty 2847.758238 = -620297.058710
  nChanged 171
		SP:Iteration 8Q (196751.170000 sec): 3 clusters
  Score: Raw -623221.309429 + Penalty 2847.758238 = -620373.551191
  nChanged 148
		SP:Iteration 9Q (196751.330000 sec): 3 clusters
  Score: Raw -623290.582542 + Penalty 2847.758238 = -620442.824304
  nChanged 130
		SP:Iteration 10Q (196751.480000 sec): 3 clusters
  Score: Raw -623370.250954 + Penalty 2847.758238 = -620522.492716
  nChanged 143
		SP:Iteration 11Q (196751.640000 sec): 3 clusters
  Score: Raw -623469.583299 + Penalty 2847.758238 = -620621.825061
  nChanged 142
		SP:Iteration 12Q (196751.800000 sec): 3 clusters
  Score: Raw -623554.360554 + Penalty 2847.758238 = -620706.602316
  nChanged 127
		SP:Iteration 13Q (196751.990000 sec): 3 clusters
  Score: Raw -623623.525112 + Penalty 2847.758238 = -620775.766873
  nChanged 121
		SP:Iteration 14Q (196752.140000 sec): 3 clusters
  Score: Raw -623680.725519 + Penalty 2847.758238 = -620832.967280
  nChanged 115
		SP:Iteration 15Q (196752.300000 sec): 3 clusters
  Score: Raw -623725.584263 + Penalty 2847.758238 = -620877.826025
  nChanged 98
		SP:Iteration 16Q (196752.460000 sec): 3 clusters
  Score: Raw -623764.912322 + Penalty 2847.758238 = -620917.154083
  nChanged 95
		SP:Iteration 17Q (196752.630000 sec): 3 clusters
  Score: Raw -623800.275633 + Penalty 2847.758238 = -620952.517395
  nChanged 85
		SP:Iteration 18Q (196752.800000 sec): 3 clusters
  Score: Raw -623832.158467 + Penalty 2847.758238 = -620984.400228
  nChanged 81
		SP:Iteration 19Q (196752.960000 sec): 3 clusters
  Score: Raw -623863.513174 + Penalty 2847.758238 = -621015.754936
  nChanged 88
		SP:Iteration 20F (196753.120000 sec): 3 clusters
  Score: Raw -623894.526716 + Penalty 2847.758238 = -621046.768478
  nChanged 81
		SP:Iteration 21Q (196753.290000 sec): 3 clusters
  Score: Raw -623921.672265 + Penalty 2847.758238 = -621073.914027
  nChanged 87
		SP:Iteration 22Q (196753.460000 sec): 3 clusters
  Score: Raw -623950.267155 + Penalty 2847.758238 = -621102.508916
  nChanged 78
		SP:Iteration 23Q (196753.620000 sec): 3 clusters
  Score: Raw -623982.518602 + Penalty 2847.758238 = -621134.760364
  nChanged 89
		SP:Iteration 24Q (196753.780000 sec): 3 clusters
  Score: Raw -624018.011215 + Penalty 2847.758238 = -621170.252977
  nChanged 87
		SP:Iteration 25Q (196753.990000 sec): 3 clusters
  Score: Raw -624054.649785 + Penalty 2847.758238 = -621206.891547
  nChanged 91
		SP:Iteration 26Q (196754.160000 sec): 3 clusters
  Score: Raw -624094.776014 + Penalty 2847.758238 = -621247.017775
  nChanged 93
		SP:Iteration 27Q (196754.320000 sec): 3 clusters
  Score: Raw -624125.861344 + Penalty 2847.758238 = -621278.103106
  nChanged 64
		SP:Iteration 28Q (196754.490000 sec): 3 clusters
  Score: Raw -624149.649789 + Penalty 2847.758238 = -621301.891551
  nChanged 70
		SP:Iteration 29Q (196754.650000 sec): 3 clusters
  Score: Raw -624175.599251 + Penalty 2847.758238 = -621327.841012
  nChanged 63
		SP:Iteration 30Q (196754.820000 sec): 3 clusters
  Score: Raw -624196.679310 + Penalty 2847.758238 = -621348.921072
  nChanged 52
		SP:Iteration 31Q (196754.980000 sec): 3 clusters
  Score: Raw -624212.003718 + Penalty 2847.758238 = -621364.245480
  nChanged 44
		SP:Iteration 32Q (196755.190000 sec): 3 clusters
  Score: Raw -624224.136566 + Penalty 2847.758238 = -621376.378328
  nChanged 29
		SP:Iteration 33Q (196755.360000 sec): 3 clusters
  Score: Raw -624230.835740 + Penalty 2847.758238 = -621383.077501
  nChanged 23
		SP:Iteration 34Q (196755.520000 sec): 3 clusters
  Score: Raw -624235.286652 + Penalty 2847.758238 = -621387.528414
  nChanged 20
		SP:Iteration 35Q (196755.680000 sec): 3 clusters
  Score: Raw -624239.483275 + Penalty 2847.758238 = -621391.725036
  nChanged 23
		SP:Iteration 36Q (196755.850000 sec): 3 clusters
  Score: Raw -624244.380777 + Penalty 2847.758238 = -621396.622539
  nChanged 21
		SP:Iteration 37Q (196756.020000 sec): 3 clusters
  Score: Raw -624248.955656 + Penalty 2847.758238 = -621401.197418
  nChanged 25
		SP:Iteration 38Q (196756.180000 sec): 3 clusters
  Score: Raw -624254.324718 + Penalty 2847.758238 = -621406.566480
  nChanged 16
		SP:Iteration 39Q (196756.340000 sec): 3 clusters
  Score: Raw -624258.235014 + Penalty 2847.758238 = -621410.476775
  nChanged 19
		SP:Iteration 40F (196756.510000 sec): 3 clusters
  Score: Raw -624262.725747 + Penalty 2847.758238 = -621414.967509
  nChanged 15
		SP:Iteration 41Q (196756.670000 sec): 3 clusters
  Score: Raw -624266.122317 + Penalty 2847.758238 = -621418.364078
  nChanged 18
		SP:Iteration 42Q (196756.840000 sec): 3 clusters
  Score: Raw -624269.947432 + Penalty 2847.758238 = -621422.189194
  nChanged 22
		SP:Iteration 43Q (196757.000000 sec): 3 clusters
  Score: Raw -624275.246812 + Penalty 2847.758238 = -621427.488574
  nChanged 25
		SP:Iteration 44Q (196757.210000 sec): 3 clusters
  Score: Raw -624281.610092 + Penalty 2847.758238 = -621433.851854
  nChanged 15
		SP:Iteration 45Q (196757.380000 sec): 3 clusters
  Score: Raw -624284.897428 + Penalty 2847.758238 = -621437.139190
  nChanged 11
		SP:Iteration 46Q (196757.540000 sec): 3 clusters
  Score: Raw -624287.136879 + Penalty 2847.758238 = -621439.378640
  nChanged 16
		SP:Iteration 47Q (196757.700000 sec): 3 clusters
  Score: Raw -624290.678500 + Penalty 2847.758238 = -621442.920262
  nChanged 12
		SP:Iteration 48Q (196757.910000 sec): 3 clusters
  Score: Raw -624293.840842 + Penalty 2847.758238 = -621446.082604
  nChanged 16
		SP:Iteration 49Q (196758.080000 sec): 3 clusters
  Score: Raw -624299.186462 + Penalty 2847.758238 = -621451.428224
  nChanged 25
		SP:Iteration 50Q (196758.240000 sec): 3 clusters
  Score: Raw -624305.408712 + Penalty 2847.758238 = -621457.650474
  nChanged 18
		SP:Iteration 51Q (196758.400000 sec): 3 clusters
  Score: Raw -624309.625667 + Penalty 2847.758238 = -621461.867428
  nChanged 17
		SP:Iteration 52Q (196758.560000 sec): 3 clusters
  Score: Raw -624313.562293 + Penalty 2847.758238 = -621465.804054
  nChanged 15
		SP:Iteration 53Q (196758.770000 sec): 3 clusters
  Score: Raw -624317.458525 + Penalty 2847.758238 = -621469.700286
  nChanged 13
		SP:Iteration 54Q (196758.940000 sec): 3 clusters
  Score: Raw -624320.523394 + Penalty 2847.758238 = -621472.765156
  nChanged 17
		SP:Iteration 55Q (196759.150000 sec): 3 clusters
  Score: Raw -624324.529715 + Penalty 2847.758238 = -621476.771477
  nChanged 12
		SP:Iteration 56Q (196759.310000 sec): 3 clusters
  Score: Raw -624327.478912 + Penalty 2847.758238 = -621479.720673
  nChanged 11
		SP:Iteration 57Q (196759.480000 sec): 3 clusters
  Score: Raw -624329.649306 + Penalty 2847.758238 = -621481.891067
  nChanged 6
		SP:Iteration 58Q (196759.640000 sec): 3 clusters
  Score: Raw -624330.806406 + Penalty 2847.758238 = -621483.048168
  nChanged 5
		SP:Iteration 59Q (196759.800000 sec): 3 clusters
  Score: Raw -624331.823988 + Penalty 2847.758238 = -621484.065750
  nChanged 6
		SP:Iteration 60F (196759.970000 sec): 3 clusters
  Score: Raw -624333.913315 + Penalty 2847.758238 = -621486.155076
  nChanged 8
		SP:Iteration 61Q (196760.180000 sec): 3 clusters
  Score: Raw -624335.788051 + Penalty 2847.758238 = -621488.029813
  nChanged 6
		SP:Iteration 62Q (196760.340000 sec): 3 clusters
  Score: Raw -624337.356390 + Penalty 2847.758238 = -621489.598152
  nChanged 8
		SP:Iteration 63Q (196760.510000 sec): 3 clusters
  Score: Raw -624339.517411 + Penalty 2847.758238 = -621491.759173
  nChanged 5
		SP:Iteration 64Q (196760.670000 sec): 3 clusters
  Score: Raw -624340.885719 + Penalty 2847.758238 = -621493.127480
  nChanged 9
		SP:Iteration 65Q (196760.880000 sec): 3 clusters
  Score: Raw -624343.112779 + Penalty 2847.758238 = -621495.354540
  nChanged 9
		SP:Iteration 66Q (196761.090000 sec): 3 clusters
  Score: Raw -624345.194153 + Penalty 2847.758238 = -621497.435915
  nChanged 4
		SP:Iteration 67Q (196761.300000 sec): 3 clusters
  Score: Raw -624345.905071 + Penalty 2847.758238 = -621498.146832
  nChanged 4
		SP:Iteration 68Q (196761.460000 sec): 3 clusters
  Score: Raw -624346.603182 + Penalty 2847.758238 = -621498.844944
  nChanged 4
		SP:Iteration 69Q (196761.620000 sec): 3 clusters
  Score: Raw -624347.575853 + Penalty 2847.758238 = -621499.817615
  nChanged 4
		SP:Iteration 70Q (196761.790000 sec): 3 clusters
  Score: Raw -624348.245402 + Penalty 2847.758238 = -621500.487164
  nChanged 4
		SP:Iteration 71Q (196761.950000 sec): 3 clusters
  Score: Raw -624348.932782 + Penalty 2847.758238 = -621501.174543
  nChanged 3
		SP:Iteration 72Q (196762.140000 sec): 3 clusters
  Score: Raw -624349.260865 + Penalty 2847.758238 = -621501.502626
  nChanged 0
		SP:Iteration 73F (196762.300000 sec): 3 clusters
  Score: Raw -624349.260865 + Penalty 2847.758238 = -621501.502626
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 70 (956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196762.370000 sec): 2 clusters
  Score: Raw -59688.868677 + Penalty 1115.198161 = -58573.670516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196762.530000 sec): 3 clusters
  Score: Raw -59414.679423 + Penalty 2230.396322 = -57184.283101
  nChanged 281
		SP:Iteration 1F (196762.690000 sec): 3 clusters
  Score: Raw -59808.030076 + Penalty 2230.396322 = -57577.633754
  nChanged 104
		SP:Iteration 2F (196762.850000 sec): 3 clusters
  Score: Raw -59980.155374 + Penalty 2230.396322 = -57749.759052
  nChanged 67
		SP:Iteration 3F (196763.010000 sec): 3 clusters
  Score: Raw -60087.614382 + Penalty 2230.396322 = -57857.218060
  nChanged 41
		SP:Iteration 4Q (196763.170000 sec): 3 clusters
  Score: Raw -60134.019390 + Penalty 2230.396322 = -57903.623068
  nChanged 18
		SP:Iteration 5Q (196763.330000 sec): 3 clusters
  Score: Raw -60150.281478 + Penalty 2230.396322 = -57919.885157
  nChanged 11
		SP:Iteration 6Q (196763.490000 sec): 3 clusters
  Score: Raw -60160.420066 + Penalty 2230.396322 = -57930.023744
  nChanged 8
		SP:Iteration 7Q (196763.650000 sec): 3 clusters
  Score: Raw -60167.057691 + Penalty 2230.396322 = -57936.661369
  nChanged 4
		SP:Iteration 8Q (196763.810000 sec): 3 clusters
  Score: Raw -60169.810986 + Penalty 2230.396322 = -57939.414665
  nChanged 5
		SP:Iteration 9Q (196763.970000 sec): 3 clusters
  Score: Raw -60175.126639 + Penalty 2230.396322 = -57944.730317
  nChanged 7
		SP:Iteration 10Q (196764.130000 sec): 3 clusters
  Score: Raw -60184.357510 + Penalty 2230.396322 = -57953.961188
  nChanged 7
		SP:Iteration 11Q (196764.290000 sec): 3 clusters
  Score: Raw -60191.076569 + Penalty 2230.396322 = -57960.680247
  nChanged 5
		SP:Iteration 12Q (196764.450000 sec): 3 clusters
  Score: Raw -60196.571583 + Penalty 2230.396322 = -57966.175261
  nChanged 4
		SP:Iteration 13Q (196764.620000 sec): 3 clusters
  Score: Raw -60200.896050 + Penalty 2230.396322 = -57970.499728
  nChanged 5
		SP:Iteration 14Q (196764.670000 sec): 3 clusters
  Score: Raw -60206.642581 + Penalty 2230.396322 = -57976.246260
  nChanged 6
		SP:Iteration 15Q (196764.700000 sec): 3 clusters
  Score: Raw -60217.625805 + Penalty 2230.396322 = -57987.229483
  nChanged 2
		SP:Iteration 16Q (196764.720000 sec): 3 clusters
  Score: Raw -60219.086385 + Penalty 2230.396322 = -57988.690064
  nChanged 2
		SP:Iteration 17Q (196764.750000 sec): 3 clusters
  Score: Raw -60220.593818 + Penalty 2230.396322 = -57990.197496
  nChanged 0
		SP:Iteration 18F (196764.780000 sec): 3 clusters
  Score: Raw -60220.593818 + Penalty 2230.396322 = -57990.197496
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 71 (4737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196764.870000 sec): 2 clusters
  Score: Raw -338478.202867 + Penalty 1375.263387 = -337102.939480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196765.040000 sec): 3 clusters
  Score: Raw -336094.301671 + Penalty 2750.526773 = -333343.774897
  nChanged 1897
		SP:Iteration 1F (196765.220000 sec): 3 clusters
  Score: Raw -337318.625063 + Penalty 2750.526773 = -334568.098289
  nChanged 413
		SP:Iteration 2F (196765.400000 sec): 3 clusters
  Score: Raw -337591.800577 + Penalty 2750.526773 = -334841.273804
  nChanged 288
		SP:Iteration 3F (196765.570000 sec): 3 clusters
  Score: Raw -337779.608024 + Penalty 2750.526773 = -335029.081250
  nChanged 234
		SP:Iteration 4Q (196765.750000 sec): 3 clusters
  Score: Raw -337935.578117 + Penalty 2750.526773 = -335185.051344
  nChanged 213
		SP:Iteration 5Q (196765.920000 sec): 3 clusters
  Score: Raw -338082.852151 + Penalty 2750.526773 = -335332.325377
  nChanged 197
		SP:Iteration 6Q (196766.100000 sec): 3 clusters
  Score: Raw -338221.416499 + Penalty 2750.526773 = -335470.889726
  nChanged 175
		SP:Iteration 7Q (196766.270000 sec): 3 clusters
  Score: Raw -338342.350496 + Penalty 2750.526773 = -335591.823722
  nChanged 167
		SP:Iteration 8Q (196766.450000 sec): 3 clusters
  Score: Raw -338448.140633 + Penalty 2750.526773 = -335697.613859
  nChanged 137
		SP:Iteration 9Q (196766.620000 sec): 3 clusters
  Score: Raw -338527.399960 + Penalty 2750.526773 = -335776.873187
  nChanged 115
		SP:Iteration 10Q (196766.800000 sec): 3 clusters
  Score: Raw -338589.330251 + Penalty 2750.526773 = -335838.803478
  nChanged 89
		SP:Iteration 11Q (196766.980000 sec): 3 clusters
  Score: Raw -338632.078178 + Penalty 2750.526773 = -335881.551405
  nChanged 93
		SP:Iteration 12Q (196767.150000 sec): 3 clusters
  Score: Raw -338675.878174 + Penalty 2750.526773 = -335925.351401
  nChanged 69
		SP:Iteration 13Q (196767.330000 sec): 3 clusters
  Score: Raw -338708.258726 + Penalty 2750.526773 = -335957.731953
  nChanged 63
		SP:Iteration 14Q (196767.500000 sec): 3 clusters
  Score: Raw -338739.033489 + Penalty 2750.526773 = -335988.506715
  nChanged 77
		SP:Iteration 15Q (196767.680000 sec): 3 clusters
  Score: Raw -338782.639705 + Penalty 2750.526773 = -336032.112931
  nChanged 64
		SP:Iteration 16Q (196767.860000 sec): 3 clusters
  Score: Raw -338818.571205 + Penalty 2750.526773 = -336068.044432
  nChanged 66
		SP:Iteration 17Q (196768.030000 sec): 3 clusters
  Score: Raw -338846.550349 + Penalty 2750.526773 = -336096.023576
  nChanged 58
		SP:Iteration 18Q (196768.210000 sec): 3 clusters
  Score: Raw -338874.979388 + Penalty 2750.526773 = -336124.452614
  nChanged 61
		SP:Iteration 19Q (196768.380000 sec): 3 clusters
  Score: Raw -338904.580031 + Penalty 2750.526773 = -336154.053258
  nChanged 52
		SP:Iteration 20F (196768.600000 sec): 3 clusters
  Score: Raw -338926.233462 + Penalty 2750.526773 = -336175.706689
  nChanged 41
		SP:Iteration 21Q (196768.770000 sec): 3 clusters
  Score: Raw -338941.110223 + Penalty 2750.526773 = -336190.583450
  nChanged 37
		SP:Iteration 22Q (196768.940000 sec): 3 clusters
  Score: Raw -338954.231489 + Penalty 2750.526773 = -336203.704716
  nChanged 29
		SP:Iteration 23Q (196769.160000 sec): 3 clusters
  Score: Raw -338963.773795 + Penalty 2750.526773 = -336213.247022
  nChanged 24
		SP:Iteration 24Q (196769.300000 sec): 3 clusters
  Score: Raw -338969.254985 + Penalty 2750.526773 = -336218.728211
  nChanged 18
		SP:Iteration 25Q (196769.540000 sec): 3 clusters
  Score: Raw -338974.368729 + Penalty 2750.526773 = -336223.841956
  nChanged 17
		SP:Iteration 26Q (196769.680000 sec): 3 clusters
  Score: Raw -338978.569663 + Penalty 2750.526773 = -336228.042890
  nChanged 13
		SP:Iteration 27Q (196769.910000 sec): 3 clusters
  Score: Raw -338983.144344 + Penalty 2750.526773 = -336232.617570
  nChanged 19
		SP:Iteration 28Q (196770.060000 sec): 3 clusters
  Score: Raw -338987.547667 + Penalty 2750.526773 = -336237.020893
  nChanged 12
		SP:Iteration 29Q (196770.250000 sec): 3 clusters
  Score: Raw -338990.225179 + Penalty 2750.526773 = -336239.698405
  nChanged 6
		SP:Iteration 30Q (196770.430000 sec): 3 clusters
  Score: Raw -338991.702189 + Penalty 2750.526773 = -336241.175416
  nChanged 6
		SP:Iteration 31Q (196770.600000 sec): 3 clusters
  Score: Raw -338993.415099 + Penalty 2750.526773 = -336242.888325
  nChanged 5
		SP:Iteration 32Q (196770.770000 sec): 3 clusters
  Score: Raw -338994.437720 + Penalty 2750.526773 = -336243.910946
  nChanged 5
		SP:Iteration 33Q (196770.950000 sec): 3 clusters
  Score: Raw -338995.695322 + Penalty 2750.526773 = -336245.168548
  nChanged 6
		SP:Iteration 34Q (196771.130000 sec): 3 clusters
  Score: Raw -338997.140529 + Penalty 2750.526773 = -336246.613755
  nChanged 9
		SP:Iteration 35Q (196771.300000 sec): 3 clusters
  Score: Raw -338999.232908 + Penalty 2750.526773 = -336248.706134
  nChanged 9
		SP:Iteration 36Q (196771.480000 sec): 3 clusters
  Score: Raw -339000.889179 + Penalty 2750.526773 = -336250.362405
  nChanged 5
		SP:Iteration 37Q (196771.650000 sec): 3 clusters
  Score: Raw -339001.582533 + Penalty 2750.526773 = -336251.055760
  nChanged 0
		SP:Iteration 38F (196771.830000 sec): 3 clusters
  Score: Raw -339001.582533 + Penalty 2750.526773 = -336251.055760
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 72 (2946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196771.940000 sec): 2 clusters
  Score: Raw -249591.250015 + Penalty 1298.083085 = -248293.166931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196772.050000 sec): 3 clusters
  Score: Raw -248222.046632 + Penalty 2596.166169 = -245625.880463
  nChanged 1114
		SP:Iteration 1F (196772.110000 sec): 3 clusters
  Score: Raw -248956.951833 + Penalty 2596.166169 = -246360.785664
  nChanged 257
		SP:Iteration 2F (196772.170000 sec): 3 clusters
  Score: Raw -249180.841302 + Penalty 2596.166169 = -246584.675133
  nChanged 208
		SP:Iteration 3F (196772.220000 sec): 3 clusters
  Score: Raw -249372.061946 + Penalty 2596.166169 = -246775.895777
  nChanged 176
		SP:Iteration 4F (196772.280000 sec): 3 clusters
  Score: Raw -249568.135880 + Penalty 2596.166169 = -246971.969711
  nChanged 151
		SP:Iteration 5F (196772.340000 sec): 3 clusters
  Score: Raw -249744.366992 + Penalty 2596.166169 = -247148.200823
  nChanged 145
		SP:Iteration 6Q (196772.390000 sec): 3 clusters
  Score: Raw -249890.137240 + Penalty 2596.166169 = -247293.971071
  nChanged 93
		SP:Iteration 7Q (196772.450000 sec): 3 clusters
  Score: Raw -249993.033944 + Penalty 2596.166169 = -247396.867775
  nChanged 89
		SP:Iteration 8Q (196772.510000 sec): 3 clusters
  Score: Raw -250090.444451 + Penalty 2596.166169 = -247494.278282
  nChanged 97
		SP:Iteration 9Q (196772.570000 sec): 3 clusters
  Score: Raw -250164.438801 + Penalty 2596.166169 = -247568.272632
  nChanged 75
		SP:Iteration 10Q (196772.630000 sec): 3 clusters
  Score: Raw -250221.729899 + Penalty 2596.166169 = -247625.563730
  nChanged 61
		SP:Iteration 11Q (196772.690000 sec): 3 clusters
  Score: Raw -250260.843885 + Penalty 2596.166169 = -247664.677716
  nChanged 44
		SP:Iteration 12Q (196772.740000 sec): 3 clusters
  Score: Raw -250287.786328 + Penalty 2596.166169 = -247691.620159
  nChanged 38
		SP:Iteration 13Q (196772.800000 sec): 3 clusters
  Score: Raw -250306.259382 + Penalty 2596.166169 = -247710.093213
  nChanged 32
		SP:Iteration 14Q (196772.860000 sec): 3 clusters
  Score: Raw -250321.288693 + Penalty 2596.166169 = -247725.122524
  nChanged 26
		SP:Iteration 15Q (196772.910000 sec): 3 clusters
  Score: Raw -250335.056852 + Penalty 2596.166169 = -247738.890683
  nChanged 21
		SP:Iteration 16Q (196772.970000 sec): 3 clusters
  Score: Raw -250343.533529 + Penalty 2596.166169 = -247747.367360
  nChanged 20
		SP:Iteration 17Q (196773.030000 sec): 3 clusters
  Score: Raw -250351.403144 + Penalty 2596.166169 = -247755.236975
  nChanged 6
		SP:Iteration 18Q (196773.090000 sec): 3 clusters
  Score: Raw -250353.360373 + Penalty 2596.166169 = -247757.194204
  nChanged 5
		SP:Iteration 19Q (196773.150000 sec): 3 clusters
  Score: Raw -250354.775179 + Penalty 2596.166169 = -247758.609010
  nChanged 5
		SP:Iteration 20F (196773.200000 sec): 3 clusters
  Score: Raw -250356.426566 + Penalty 2596.166169 = -247760.260397
  nChanged 3
		SP:Iteration 21Q (196773.260000 sec): 3 clusters
  Score: Raw -250357.014369 + Penalty 2596.166169 = -247760.848200
  nChanged 1
		SP:Iteration 22Q (196773.320000 sec): 3 clusters
  Score: Raw -250358.086021 + Penalty 2596.166169 = -247761.919852
  nChanged 5
		SP:Iteration 23Q (196773.380000 sec): 3 clusters
  Score: Raw -250359.989460 + Penalty 2596.166169 = -247763.823291
  nChanged 5
		SP:Iteration 24Q (196773.430000 sec): 3 clusters
  Score: Raw -250362.117653 + Penalty 2596.166169 = -247765.951484
  nChanged 4
		SP:Iteration 25Q (196773.490000 sec): 3 clusters
  Score: Raw -250364.161343 + Penalty 2596.166169 = -247767.995174
  nChanged 9
		SP:Iteration 26Q (196773.550000 sec): 3 clusters
  Score: Raw -250368.036908 + Penalty 2596.166169 = -247771.870738
  nChanged 8
		SP:Iteration 27Q (196773.610000 sec): 3 clusters
  Score: Raw -250369.828420 + Penalty 2596.166169 = -247773.662251
  nChanged 4
		SP:Iteration 28Q (196773.670000 sec): 3 clusters
  Score: Raw -250371.399333 + Penalty 2596.166169 = -247775.233164
  nChanged 2
		SP:Iteration 29Q (196773.720000 sec): 3 clusters
  Score: Raw -250371.923846 + Penalty 2596.166169 = -247775.757677
  nChanged 2
		SP:Iteration 30Q (196773.780000 sec): 3 clusters
  Score: Raw -250372.190358 + Penalty 2596.166169 = -247776.024189
  nChanged 0
		SP:Iteration 31F (196773.840000 sec): 3 clusters
  Score: Raw -250372.190358 + Penalty 2596.166169 = -247776.024189
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 73 (28074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196774.130000 sec): 2 clusters
  Score: Raw -2597691.354222 + Penalty 1664.422364 = -2596026.931858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196774.550000 sec): 3 clusters
  Score: Raw -2580357.418821 + Penalty 3328.844727 = -2577028.574094
  nChanged 12985
		SP:Iteration 1F (196774.920000 sec): 3 clusters
  Score: Raw -2588769.517960 + Penalty 3328.844727 = -2585440.673233
  nChanged 2101
		SP:Iteration 2F (196775.300000 sec): 3 clusters
  Score: Raw -2590029.812596 + Penalty 3328.844727 = -2586700.967869
  nChanged 2019
		SP:Iteration 3F (196775.690000 sec): 3 clusters
  Score: Raw -2591110.957224 + Penalty 3328.844727 = -2587782.112497
  nChanged 1770
		SP:Iteration 4F (196776.110000 sec): 3 clusters
  Score: Raw -2591986.163701 + Penalty 3328.844727 = -2588657.318974
  nChanged 1522
		SP:Iteration 5F (196776.490000 sec): 3 clusters
  Score: Raw -2592696.326073 + Penalty 3328.844727 = -2589367.481346
  nChanged 1357
		SP:Iteration 6Q (196776.920000 sec): 3 clusters
  Score: Raw -2593333.268281 + Penalty 3328.844727 = -2590004.423554
  nChanged 1234
		SP:Iteration 7Q (196777.300000 sec): 3 clusters
  Score: Raw -2593930.477407 + Penalty 3328.844727 = -2590601.632680
  nChanged 1209
		SP:Iteration 8Q (196777.730000 sec): 3 clusters
  Score: Raw -2594557.200018 + Penalty 3328.844727 = -2591228.355291
  nChanged 1162
		SP:Iteration 9Q (196778.110000 sec): 3 clusters
  Score: Raw -2595199.583597 + Penalty 3328.844727 = -2591870.738870
  nChanged 1128
		SP:Iteration 10Q (196778.550000 sec): 3 clusters
  Score: Raw -2595866.924069 + Penalty 3328.844727 = -2592538.079342
  nChanged 1021
		SP:Iteration 11Q (196779.020000 sec): 3 clusters
  Score: Raw -2596483.296916 + Penalty 3328.844727 = -2593154.452189
  nChanged 867
		SP:Iteration 12Q (196779.450000 sec): 3 clusters
  Score: Raw -2596994.611202 + Penalty 3328.844727 = -2593665.766475
  nChanged 683
		SP:Iteration 13Q (196779.850000 sec): 3 clusters
  Score: Raw -2597401.343287 + Penalty 3328.844727 = -2594072.498560
  nChanged 509
		SP:Iteration 14Q (196780.250000 sec): 3 clusters
  Score: Raw -2597698.250656 + Penalty 3328.844727 = -2594369.405929
  nChanged 394
		SP:Iteration 15Q (196780.630000 sec): 3 clusters
  Score: Raw -2597955.274501 + Penalty 3328.844727 = -2594626.429774
  nChanged 263
		SP:Iteration 16Q (196780.980000 sec): 3 clusters
  Score: Raw -2598148.469170 + Penalty 3328.844727 = -2594819.624443
  nChanged 197
		SP:Iteration 17Q (196781.330000 sec): 3 clusters
  Score: Raw -2598307.392428 + Penalty 3328.844727 = -2594978.547701
  nChanged 176
		SP:Iteration 18Q (196781.680000 sec): 3 clusters
  Score: Raw -2598453.475962 + Penalty 3328.844727 = -2595124.631235
  nChanged 136
		SP:Iteration 19Q (196782.020000 sec): 3 clusters
  Score: Raw -2598544.121314 + Penalty 3328.844727 = -2595215.276587
  nChanged 90
		SP:Iteration 20F (196782.420000 sec): 3 clusters
  Score: Raw -2598592.111634 + Penalty 3328.844727 = -2595263.266907
  nChanged 66
		SP:Iteration 21Q (196782.760000 sec): 3 clusters
  Score: Raw -2598623.445872 + Penalty 3328.844727 = -2595294.601145
  nChanged 49
		SP:Iteration 22Q (196783.110000 sec): 3 clusters
  Score: Raw -2598647.700274 + Penalty 3328.844727 = -2595318.855547
  nChanged 41
		SP:Iteration 23Q (196783.370000 sec): 3 clusters
  Score: Raw -2598660.959051 + Penalty 3328.844727 = -2595332.114324
  nChanged 30
		SP:Iteration 24Q (196783.760000 sec): 3 clusters
  Score: Raw -2598669.711152 + Penalty 3328.844727 = -2595340.866425
  nChanged 22
		SP:Iteration 25Q (196784.140000 sec): 3 clusters
  Score: Raw -2598675.528188 + Penalty 3328.844727 = -2595346.683461
  nChanged 11
		SP:Iteration 26Q (196784.500000 sec): 3 clusters
  Score: Raw -2598677.607886 + Penalty 3328.844727 = -2595348.763159
  nChanged 13
		SP:Iteration 27Q (196784.840000 sec): 3 clusters
  Score: Raw -2598680.391332 + Penalty 3328.844727 = -2595351.546605
  nChanged 9
		SP:Iteration 28Q (196785.190000 sec): 3 clusters
  Score: Raw -2598682.320420 + Penalty 3328.844727 = -2595353.475692
  nChanged 8
		SP:Iteration 29Q (196785.530000 sec): 3 clusters
  Score: Raw -2598683.801206 + Penalty 3328.844727 = -2595354.956479
  nChanged 4
		SP:Iteration 30Q (196785.860000 sec): 3 clusters
  Score: Raw -2598684.692393 + Penalty 3328.844727 = -2595355.847666
  nChanged 3
		SP:Iteration 31Q (196786.200000 sec): 3 clusters
  Score: Raw -2598685.076161 + Penalty 3328.844727 = -2595356.231434
  nChanged 1
		SP:Iteration 32Q (196786.550000 sec): 3 clusters
  Score: Raw -2598685.251195 + Penalty 3328.844727 = -2595356.406468
  nChanged 1
		SP:Iteration 33Q (196786.900000 sec): 3 clusters
  Score: Raw -2598685.372197 + Penalty 3328.844727 = -2595356.527470
  nChanged 1
		SP:Iteration 34Q (196787.240000 sec): 3 clusters
  Score: Raw -2598685.423081 + Penalty 3328.844727 = -2595356.578354
  nChanged 1
		SP:Iteration 35Q (196787.590000 sec): 3 clusters
  Score: Raw -2598685.545372 + Penalty 3328.844727 = -2595356.700644
  nChanged 1
		SP:Iteration 36Q (196787.940000 sec): 3 clusters
  Score: Raw -2598685.777440 + Penalty 3328.844727 = -2595356.932712
  nChanged 1
		SP:Iteration 37Q (196788.290000 sec): 3 clusters
  Score: Raw -2598685.845195 + Penalty 3328.844727 = -2595357.000468
  nChanged 0
		SP:Iteration 38F (196788.680000 sec): 3 clusters
  Score: Raw -2598685.845195 + Penalty 3328.844727 = -2595357.000468
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 74 (3704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196788.780000 sec): 2 clusters
  Score: Raw -270810.929955 + Penalty 1335.289897 = -269475.640058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196788.950000 sec): 3 clusters
  Score: Raw -269008.082755 + Penalty 2670.579794 = -266337.502961
  nChanged 1476
		SP:Iteration 1F (196789.120000 sec): 3 clusters
  Score: Raw -270005.939772 + Penalty 2670.579794 = -267335.359978
  nChanged 335
		SP:Iteration 2F (196789.300000 sec): 3 clusters
  Score: Raw -270291.551381 + Penalty 2670.579794 = -267620.971587
  nChanged 275
		SP:Iteration 3F (196789.480000 sec): 3 clusters
  Score: Raw -270550.077344 + Penalty 2670.579794 = -267879.497550
  nChanged 228
		SP:Iteration 4F (196789.650000 sec): 3 clusters
  Score: Raw -270755.516825 + Penalty 2670.579794 = -268084.937032
  nChanged 185
		SP:Iteration 5Q (196789.830000 sec): 3 clusters
  Score: Raw -270897.769685 + Penalty 2670.579794 = -268227.189892
  nChanged 156
		SP:Iteration 6Q (196790.000000 sec): 3 clusters
  Score: Raw -271011.228425 + Penalty 2670.579794 = -268340.648632
  nChanged 116
		SP:Iteration 7Q (196790.180000 sec): 3 clusters
  Score: Raw -271096.628400 + Penalty 2670.579794 = -268426.048606
  nChanged 93
		SP:Iteration 8Q (196790.360000 sec): 3 clusters
  Score: Raw -271143.785671 + Penalty 2670.579794 = -268473.205877
  nChanged 52
		SP:Iteration 9Q (196790.530000 sec): 3 clusters
  Score: Raw -271167.445125 + Penalty 2670.579794 = -268496.865331
  nChanged 49
		SP:Iteration 10Q (196790.710000 sec): 3 clusters
  Score: Raw -271192.884529 + Penalty 2670.579794 = -268522.304735
  nChanged 50
		SP:Iteration 11Q (196790.880000 sec): 3 clusters
  Score: Raw -271215.378101 + Penalty 2670.579794 = -268544.798307
  nChanged 38
		SP:Iteration 12Q (196791.060000 sec): 3 clusters
  Score: Raw -271236.835944 + Penalty 2670.579794 = -268566.256151
  nChanged 44
		SP:Iteration 13Q (196791.240000 sec): 3 clusters
  Score: Raw -271256.029769 + Penalty 2670.579794 = -268585.449975
  nChanged 31
		SP:Iteration 14Q (196791.410000 sec): 3 clusters
  Score: Raw -271270.685184 + Penalty 2670.579794 = -268600.105390
  nChanged 30
		SP:Iteration 15Q (196791.590000 sec): 3 clusters
  Score: Raw -271284.992895 + Penalty 2670.579794 = -268614.413101
  nChanged 30
		SP:Iteration 16Q (196791.760000 sec): 3 clusters
  Score: Raw -271298.165360 + Penalty 2670.579794 = -268627.585566
  nChanged 36
		SP:Iteration 17Q (196791.940000 sec): 3 clusters
  Score: Raw -271316.506424 + Penalty 2670.579794 = -268645.926630
  nChanged 27
		SP:Iteration 18Q (196792.120000 sec): 3 clusters
  Score: Raw -271327.222261 + Penalty 2670.579794 = -268656.642468
  nChanged 25
		SP:Iteration 19Q (196792.290000 sec): 3 clusters
  Score: Raw -271338.025417 + Penalty 2670.579794 = -268667.445623
  nChanged 15
		SP:Iteration 20F (196792.470000 sec): 3 clusters
  Score: Raw -271343.355350 + Penalty 2670.579794 = -268672.775557
  nChanged 17
		SP:Iteration 21Q (196792.640000 sec): 3 clusters
  Score: Raw -271347.150890 + Penalty 2670.579794 = -268676.571096
  nChanged 11
		SP:Iteration 22Q (196792.820000 sec): 3 clusters
  Score: Raw -271350.069324 + Penalty 2670.579794 = -268679.489531
  nChanged 9
		SP:Iteration 23Q (196793.000000 sec): 3 clusters
  Score: Raw -271352.528588 + Penalty 2670.579794 = -268681.948795
  nChanged 9
		SP:Iteration 24Q (196793.170000 sec): 3 clusters
  Score: Raw -271354.657463 + Penalty 2670.579794 = -268684.077669
  nChanged 7
		SP:Iteration 25Q (196793.340000 sec): 3 clusters
  Score: Raw -271356.731109 + Penalty 2670.579794 = -268686.151315
  nChanged 9
		SP:Iteration 26Q (196793.520000 sec): 3 clusters
  Score: Raw -271358.588081 + Penalty 2670.579794 = -268688.008287
  nChanged 6
		SP:Iteration 27Q (196793.700000 sec): 3 clusters
  Score: Raw -271359.988674 + Penalty 2670.579794 = -268689.408881
  nChanged 6
		SP:Iteration 28Q (196793.870000 sec): 3 clusters
  Score: Raw -271362.622594 + Penalty 2670.579794 = -268692.042801
  nChanged 9
		SP:Iteration 29Q (196794.050000 sec): 3 clusters
  Score: Raw -271366.119363 + Penalty 2670.579794 = -268695.539570
  nChanged 9
		SP:Iteration 30Q (196794.220000 sec): 3 clusters
  Score: Raw -271369.910254 + Penalty 2670.579794 = -268699.330461
  nChanged 5
		SP:Iteration 31Q (196794.400000 sec): 3 clusters
  Score: Raw -271371.163221 + Penalty 2670.579794 = -268700.583428
  nChanged 11
		SP:Iteration 32Q (196794.580000 sec): 3 clusters
  Score: Raw -271374.204398 + Penalty 2670.579794 = -268703.624604
  nChanged 8
		SP:Iteration 33Q (196794.750000 sec): 3 clusters
  Score: Raw -271375.654013 + Penalty 2670.579794 = -268705.074220
  nChanged 6
		SP:Iteration 34Q (196794.930000 sec): 3 clusters
  Score: Raw -271376.599767 + Penalty 2670.579794 = -268706.019973
  nChanged 2
		SP:Iteration 35Q (196795.100000 sec): 3 clusters
  Score: Raw -271377.054103 + Penalty 2670.579794 = -268706.474309
  nChanged 5
		SP:Iteration 36Q (196795.280000 sec): 3 clusters
  Score: Raw -271378.618846 + Penalty 2670.579794 = -268708.039052
  nChanged 6
		SP:Iteration 37Q (196795.460000 sec): 3 clusters
  Score: Raw -271380.532164 + Penalty 2670.579794 = -268709.952370
  nChanged 6
		SP:Iteration 38Q (196795.580000 sec): 3 clusters
  Score: Raw -271382.390432 + Penalty 2670.579794 = -268711.810638
  nChanged 4
		SP:Iteration 39Q (196795.650000 sec): 3 clusters
  Score: Raw -271383.865250 + Penalty 2670.579794 = -268713.285457
  nChanged 4
		SP:Iteration 40F (196795.730000 sec): 3 clusters
  Score: Raw -271385.239392 + Penalty 2670.579794 = -268714.659599
  nChanged 6
		SP:Iteration 41Q (196795.800000 sec): 3 clusters
  Score: Raw -271386.605039 + Penalty 2670.579794 = -268716.025245
  nChanged 5
		SP:Iteration 42Q (196795.880000 sec): 3 clusters
  Score: Raw -271388.161745 + Penalty 2670.579794 = -268717.581952
  nChanged 4
		SP:Iteration 43Q (196795.960000 sec): 3 clusters
  Score: Raw -271389.023362 + Penalty 2670.579794 = -268718.443568
  nChanged 4
		SP:Iteration 44Q (196796.030000 sec): 3 clusters
  Score: Raw -271390.050402 + Penalty 2670.579794 = -268719.470608
  nChanged 4
		SP:Iteration 45Q (196796.110000 sec): 3 clusters
  Score: Raw -271390.998225 + Penalty 2670.579794 = -268720.418431
  nChanged 2
		SP:Iteration 46Q (196796.190000 sec): 3 clusters
  Score: Raw -271391.335707 + Penalty 2670.579794 = -268720.755914
  nChanged 0
		SP:Iteration 47F (196796.260000 sec): 3 clusters
  Score: Raw -271391.335707 + Penalty 2670.579794 = -268720.755914
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 75 (4859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196796.340000 sec): 2 clusters
  Score: Raw -339328.376621 + Penalty 1379.395539 = -337948.981082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196796.440000 sec): 3 clusters
  Score: Raw -336866.679236 + Penalty 2758.791079 = -334107.888157
  nChanged 1948
		SP:Iteration 1F (196796.530000 sec): 3 clusters
  Score: Raw -338236.736600 + Penalty 2758.791079 = -335477.945522
  nChanged 466
		SP:Iteration 2F (196796.620000 sec): 3 clusters
  Score: Raw -338707.391972 + Penalty 2758.791079 = -335948.600894
  nChanged 400
		SP:Iteration 3F (196796.710000 sec): 3 clusters
  Score: Raw -339076.313468 + Penalty 2758.791079 = -336317.522390
  nChanged 324
		SP:Iteration 4F (196796.800000 sec): 3 clusters
  Score: Raw -339346.083353 + Penalty 2758.791079 = -336587.292274
  nChanged 253
		SP:Iteration 5F (196796.890000 sec): 3 clusters
  Score: Raw -339547.415594 + Penalty 2758.791079 = -336788.624516
  nChanged 204
		SP:Iteration 6Q (196796.980000 sec): 3 clusters
  Score: Raw -339701.307643 + Penalty 2758.791079 = -336942.516564
  nChanged 181
		SP:Iteration 7Q (196797.070000 sec): 3 clusters
  Score: Raw -339810.378495 + Penalty 2758.791079 = -337051.587416
  nChanged 135
		SP:Iteration 8Q (196797.160000 sec): 3 clusters
  Score: Raw -339881.877416 + Penalty 2758.791079 = -337123.086338
  nChanged 82
		SP:Iteration 9Q (196797.250000 sec): 3 clusters
  Score: Raw -339909.206075 + Penalty 2758.791079 = -337150.414996
  nChanged 53
		SP:Iteration 10Q (196797.340000 sec): 3 clusters
  Score: Raw -339926.205065 + Penalty 2758.791079 = -337167.413987
  nChanged 37
		SP:Iteration 11Q (196797.430000 sec): 3 clusters
  Score: Raw -339937.059171 + Penalty 2758.791079 = -337178.268092
  nChanged 29
		SP:Iteration 12Q (196797.520000 sec): 3 clusters
  Score: Raw -339945.236671 + Penalty 2758.791079 = -337186.445592
  nChanged 22
		SP:Iteration 13Q (196797.620000 sec): 3 clusters
  Score: Raw -339952.454266 + Penalty 2758.791079 = -337193.663187
  nChanged 20
		SP:Iteration 14Q (196797.710000 sec): 3 clusters
  Score: Raw -339959.669434 + Penalty 2758.791079 = -337200.878355
  nChanged 26
		SP:Iteration 15Q (196797.800000 sec): 3 clusters
  Score: Raw -339968.540377 + Penalty 2758.791079 = -337209.749299
  nChanged 25
		SP:Iteration 16Q (196797.890000 sec): 3 clusters
  Score: Raw -339977.629504 + Penalty 2758.791079 = -337218.838425
  nChanged 29
		SP:Iteration 17Q (196797.980000 sec): 3 clusters
  Score: Raw -339985.465202 + Penalty 2758.791079 = -337226.674123
  nChanged 28
		SP:Iteration 18Q (196798.080000 sec): 3 clusters
  Score: Raw -339994.266354 + Penalty 2758.791079 = -337235.475276
  nChanged 19
		SP:Iteration 19Q (196798.170000 sec): 3 clusters
  Score: Raw -339999.443583 + Penalty 2758.791079 = -337240.652505
  nChanged 16
		SP:Iteration 20F (196798.260000 sec): 3 clusters
  Score: Raw -340003.629402 + Penalty 2758.791079 = -337244.838323
  nChanged 17
		SP:Iteration 21Q (196798.350000 sec): 3 clusters
  Score: Raw -340008.028599 + Penalty 2758.791079 = -337249.237520
  nChanged 15
		SP:Iteration 22Q (196798.440000 sec): 3 clusters
  Score: Raw -340011.967687 + Penalty 2758.791079 = -337253.176609
  nChanged 15
		SP:Iteration 23Q (196798.530000 sec): 3 clusters
  Score: Raw -340015.593079 + Penalty 2758.791079 = -337256.802000
  nChanged 13
		SP:Iteration 24Q (196798.620000 sec): 3 clusters
  Score: Raw -340018.711025 + Penalty 2758.791079 = -337259.919947
  nChanged 10
		SP:Iteration 25Q (196798.710000 sec): 3 clusters
  Score: Raw -340021.375477 + Penalty 2758.791079 = -337262.584398
  nChanged 10
		SP:Iteration 26Q (196798.800000 sec): 3 clusters
  Score: Raw -340023.202212 + Penalty 2758.791079 = -337264.411133
  nChanged 3
		SP:Iteration 27Q (196798.890000 sec): 3 clusters
  Score: Raw -340023.857191 + Penalty 2758.791079 = -337265.066112
  nChanged 4
		SP:Iteration 28Q (196798.980000 sec): 3 clusters
  Score: Raw -340025.082920 + Penalty 2758.791079 = -337266.291842
  nChanged 5
		SP:Iteration 29Q (196799.080000 sec): 3 clusters
  Score: Raw -340025.819288 + Penalty 2758.791079 = -337267.028209
  nChanged 3
		SP:Iteration 30Q (196799.160000 sec): 3 clusters
  Score: Raw -340026.488722 + Penalty 2758.791079 = -337267.697643
  nChanged 3
		SP:Iteration 31Q (196799.260000 sec): 3 clusters
  Score: Raw -340027.062782 + Penalty 2758.791079 = -337268.271704
  nChanged 1
		SP:Iteration 32Q (196799.350000 sec): 3 clusters
  Score: Raw -340027.270477 + Penalty 2758.791079 = -337268.479398
  nChanged 2
		SP:Iteration 33Q (196799.440000 sec): 3 clusters
  Score: Raw -340027.506810 + Penalty 2758.791079 = -337268.715731
  nChanged 2
		SP:Iteration 34Q (196799.530000 sec): 3 clusters
  Score: Raw -340027.718612 + Penalty 2758.791079 = -337268.927534
  nChanged 0
		SP:Iteration 35F (196799.620000 sec): 3 clusters
  Score: Raw -340027.718612 + Penalty 2758.791079 = -337268.927534
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 76 (4150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196799.690000 sec): 2 clusters
  Score: Raw -423961.328851 + Penalty 1353.765337 = -422607.563514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196799.760000 sec): 3 clusters
  Score: Raw -421858.267659 + Penalty 2707.530674 = -419150.736985
  nChanged 1646
		SP:Iteration 1F (196799.840000 sec): 3 clusters
  Score: Raw -422778.442720 + Penalty 2707.530674 = -420070.912046
  nChanged 301
		SP:Iteration 2F (196799.920000 sec): 3 clusters
  Score: Raw -422973.894920 + Penalty 2707.530674 = -420266.364245
  nChanged 224
		SP:Iteration 3F (196799.990000 sec): 3 clusters
  Score: Raw -423093.007151 + Penalty 2707.530674 = -420385.476477
  nChanged 171
		SP:Iteration 4Q (196800.060000 sec): 3 clusters
  Score: Raw -423185.328158 + Penalty 2707.530674 = -420477.797484
  nChanged 132
		SP:Iteration 5Q (196800.140000 sec): 3 clusters
  Score: Raw -423252.755287 + Penalty 2707.530674 = -420545.224613
  nChanged 134
		SP:Iteration 6Q (196800.220000 sec): 3 clusters
  Score: Raw -423315.212868 + Penalty 2707.530674 = -420607.682194
  nChanged 104
		SP:Iteration 7Q (196800.290000 sec): 3 clusters
  Score: Raw -423360.965774 + Penalty 2707.530674 = -420653.435100
  nChanged 102
		SP:Iteration 8Q (196800.370000 sec): 3 clusters
  Score: Raw -423409.430654 + Penalty 2707.530674 = -420701.899980
  nChanged 92
		SP:Iteration 9Q (196800.440000 sec): 3 clusters
  Score: Raw -423449.156161 + Penalty 2707.530674 = -420741.625487
  nChanged 83
		SP:Iteration 10Q (196800.520000 sec): 3 clusters
  Score: Raw -423481.938679 + Penalty 2707.530674 = -420774.408005
  nChanged 61
		SP:Iteration 11Q (196800.600000 sec): 3 clusters
  Score: Raw -423500.726637 + Penalty 2707.530674 = -420793.195963
  nChanged 45
		SP:Iteration 12Q (196800.680000 sec): 3 clusters
  Score: Raw -423516.156473 + Penalty 2707.530674 = -420808.625798
  nChanged 49
		SP:Iteration 13Q (196800.760000 sec): 3 clusters
  Score: Raw -423537.185751 + Penalty 2707.530674 = -420829.655077
  nChanged 40
		SP:Iteration 14Q (196800.840000 sec): 3 clusters
  Score: Raw -423554.977051 + Penalty 2707.530674 = -420847.446377
  nChanged 40
		SP:Iteration 15Q (196800.920000 sec): 3 clusters
  Score: Raw -423568.353955 + Penalty 2707.530674 = -420860.823280
  nChanged 45
		SP:Iteration 16Q (196801.000000 sec): 3 clusters
  Score: Raw -423584.252602 + Penalty 2707.530674 = -420876.721928
  nChanged 37
		SP:Iteration 17Q (196801.080000 sec): 3 clusters
  Score: Raw -423600.767571 + Penalty 2707.530674 = -420893.236897
  nChanged 42
		SP:Iteration 18Q (196801.160000 sec): 3 clusters
  Score: Raw -423616.649042 + Penalty 2707.530674 = -420909.118368
  nChanged 43
		SP:Iteration 19Q (196801.240000 sec): 3 clusters
  Score: Raw -423635.843692 + Penalty 2707.530674 = -420928.313018
  nChanged 56
		SP:Iteration 20F (196801.320000 sec): 3 clusters
  Score: Raw -423661.609896 + Penalty 2707.530674 = -420954.079222
  nChanged 54
		SP:Iteration 21Q (196801.400000 sec): 3 clusters
  Score: Raw -423684.842512 + Penalty 2707.530674 = -420977.311838
  nChanged 51
		SP:Iteration 22Q (196801.480000 sec): 3 clusters
  Score: Raw -423703.881045 + Penalty 2707.530674 = -420996.350371
  nChanged 38
		SP:Iteration 23Q (196801.560000 sec): 3 clusters
  Score: Raw -423718.408142 + Penalty 2707.530674 = -421010.877468
  nChanged 33
		SP:Iteration 24Q (196801.640000 sec): 3 clusters
  Score: Raw -423730.039558 + Penalty 2707.530674 = -421022.508883
  nChanged 40
		SP:Iteration 25Q (196801.720000 sec): 3 clusters
  Score: Raw -423747.285133 + Penalty 2707.530674 = -421039.754459
  nChanged 30
		SP:Iteration 26Q (196801.800000 sec): 3 clusters
  Score: Raw -423762.663303 + Penalty 2707.530674 = -421055.132629
  nChanged 42
		SP:Iteration 27Q (196801.880000 sec): 3 clusters
  Score: Raw -423781.011389 + Penalty 2707.530674 = -421073.480715
  nChanged 37
		SP:Iteration 28Q (196801.960000 sec): 3 clusters
  Score: Raw -423795.644682 + Penalty 2707.530674 = -421088.114008
  nChanged 24
		SP:Iteration 29Q (196802.040000 sec): 3 clusters
  Score: Raw -423804.252214 + Penalty 2707.530674 = -421096.721540
  nChanged 23
		SP:Iteration 30Q (196802.120000 sec): 3 clusters
  Score: Raw -423812.708080 + Penalty 2707.530674 = -421105.177406
  nChanged 26
		SP:Iteration 31Q (196802.200000 sec): 3 clusters
  Score: Raw -423820.739322 + Penalty 2707.530674 = -421113.208648
  nChanged 15
		SP:Iteration 32Q (196802.280000 sec): 3 clusters
  Score: Raw -423826.208713 + Penalty 2707.530674 = -421118.678039
  nChanged 16
		SP:Iteration 33Q (196802.360000 sec): 3 clusters
  Score: Raw -423831.578671 + Penalty 2707.530674 = -421124.047997
  nChanged 14
		SP:Iteration 34Q (196802.430000 sec): 3 clusters
  Score: Raw -423836.914944 + Penalty 2707.530674 = -421129.384270
  nChanged 14
		SP:Iteration 35Q (196802.520000 sec): 3 clusters
  Score: Raw -423841.859210 + Penalty 2707.530674 = -421134.328535
  nChanged 13
		SP:Iteration 36Q (196802.590000 sec): 3 clusters
  Score: Raw -423845.448388 + Penalty 2707.530674 = -421137.917714
  nChanged 7
		SP:Iteration 37Q (196802.670000 sec): 3 clusters
  Score: Raw -423848.593888 + Penalty 2707.530674 = -421141.063214
  nChanged 13
		SP:Iteration 38Q (196802.780000 sec): 3 clusters
  Score: Raw -423853.445710 + Penalty 2707.530674 = -421145.915036
  nChanged 11
		SP:Iteration 39Q (196802.860000 sec): 3 clusters
  Score: Raw -423857.155930 + Penalty 2707.530674 = -421149.625256
  nChanged 9
		SP:Iteration 40F (196802.940000 sec): 3 clusters
  Score: Raw -423860.473148 + Penalty 2707.530674 = -421152.942474
  nChanged 8
		SP:Iteration 41Q (196803.010000 sec): 3 clusters
  Score: Raw -423863.266553 + Penalty 2707.530674 = -421155.735879
  nChanged 8
		SP:Iteration 42Q (196803.090000 sec): 3 clusters
  Score: Raw -423865.616521 + Penalty 2707.530674 = -421158.085847
  nChanged 6
		SP:Iteration 43Q (196803.170000 sec): 3 clusters
  Score: Raw -423867.187982 + Penalty 2707.530674 = -421159.657308
  nChanged 6
		SP:Iteration 44Q (196803.250000 sec): 3 clusters
  Score: Raw -423869.527655 + Penalty 2707.530674 = -421161.996981
  nChanged 10
		SP:Iteration 45Q (196803.320000 sec): 3 clusters
  Score: Raw -423873.212038 + Penalty 2707.530674 = -421165.681363
  nChanged 9
		SP:Iteration 46Q (196803.400000 sec): 3 clusters
  Score: Raw -423876.505300 + Penalty 2707.530674 = -421168.974626
  nChanged 12
		SP:Iteration 47Q (196803.480000 sec): 3 clusters
  Score: Raw -423879.832273 + Penalty 2707.530674 = -421172.301599
  nChanged 6
		SP:Iteration 48Q (196803.550000 sec): 3 clusters
  Score: Raw -423883.351793 + Penalty 2707.530674 = -421175.821119
  nChanged 10
		SP:Iteration 49Q (196803.620000 sec): 3 clusters
  Score: Raw -423886.308504 + Penalty 2707.530674 = -421178.777830
  nChanged 9
		SP:Iteration 50Q (196803.700000 sec): 3 clusters
  Score: Raw -423888.353577 + Penalty 2707.530674 = -421180.822903
  nChanged 4
		SP:Iteration 51Q (196803.770000 sec): 3 clusters
  Score: Raw -423889.404920 + Penalty 2707.530674 = -421181.874245
  nChanged 1
		SP:Iteration 52Q (196803.840000 sec): 3 clusters
  Score: Raw -423889.707614 + Penalty 2707.530674 = -421182.176940
  nChanged 2
		SP:Iteration 53Q (196803.920000 sec): 3 clusters
  Score: Raw -423890.192457 + Penalty 2707.530674 = -421182.661783
  nChanged 2
		SP:Iteration 54Q (196803.990000 sec): 3 clusters
  Score: Raw -423890.649741 + Penalty 2707.530674 = -421183.119067
  nChanged 2
		SP:Iteration 55Q (196804.060000 sec): 3 clusters
  Score: Raw -423891.241551 + Penalty 2707.530674 = -421183.710876
  nChanged 3
		SP:Iteration 56Q (196804.240000 sec): 3 clusters
  Score: Raw -423892.074539 + Penalty 2707.530674 = -421184.543865
  nChanged 1
		SP:Iteration 57Q (196804.410000 sec): 3 clusters
  Score: Raw -423892.224889 + Penalty 2707.530674 = -421184.694215
  nChanged 0
		SP:Iteration 58F (196804.590000 sec): 3 clusters
  Score: Raw -423892.224889 + Penalty 2707.530674 = -421184.694215
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 77 (3552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196804.700000 sec): 2 clusters
  Score: Raw -289546.330014 + Penalty 1328.480742 = -288217.849272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196804.880000 sec): 3 clusters
  Score: Raw -287810.102333 + Penalty 2656.961484 = -285153.140849
  nChanged 1399
		SP:Iteration 1F (196804.980000 sec): 3 clusters
  Score: Raw -288730.149320 + Penalty 2656.961484 = -286073.187836
  nChanged 355
		SP:Iteration 2F (196805.040000 sec): 3 clusters
  Score: Raw -289023.138580 + Penalty 2656.961484 = -286366.177096
  nChanged 248
		SP:Iteration 3F (196805.120000 sec): 3 clusters
  Score: Raw -289234.073009 + Penalty 2656.961484 = -286577.111525
  nChanged 200
		SP:Iteration 4F (196805.190000 sec): 3 clusters
  Score: Raw -289419.474256 + Penalty 2656.961484 = -286762.512772
  nChanged 178
		SP:Iteration 5F (196805.260000 sec): 3 clusters
  Score: Raw -289572.275045 + Penalty 2656.961484 = -286915.313561
  nChanged 144
		SP:Iteration 6Q (196805.330000 sec): 3 clusters
  Score: Raw -289674.749820 + Penalty 2656.961484 = -287017.788336
  nChanged 101
		SP:Iteration 7Q (196805.400000 sec): 3 clusters
  Score: Raw -289737.887522 + Penalty 2656.961484 = -287080.926038
  nChanged 73
		SP:Iteration 8Q (196805.480000 sec): 3 clusters
  Score: Raw -289776.772499 + Penalty 2656.961484 = -287119.811015
  nChanged 45
		SP:Iteration 9Q (196805.610000 sec): 3 clusters
  Score: Raw -289797.755709 + Penalty 2656.961484 = -287140.794226
  nChanged 37
		SP:Iteration 10Q (196805.680000 sec): 3 clusters
  Score: Raw -289814.866928 + Penalty 2656.961484 = -287157.905444
  nChanged 35
		SP:Iteration 11Q (196805.760000 sec): 3 clusters
  Score: Raw -289831.128447 + Penalty 2656.961484 = -287174.166963
  nChanged 31
		SP:Iteration 12Q (196805.830000 sec): 3 clusters
  Score: Raw -289843.358688 + Penalty 2656.961484 = -287186.397204
  nChanged 26
		SP:Iteration 13Q (196805.900000 sec): 3 clusters
  Score: Raw -289851.879757 + Penalty 2656.961484 = -287194.918273
  nChanged 11
		SP:Iteration 14Q (196805.980000 sec): 3 clusters
  Score: Raw -289855.911417 + Penalty 2656.961484 = -287198.949934
  nChanged 9
		SP:Iteration 15Q (196806.050000 sec): 3 clusters
  Score: Raw -289858.292225 + Penalty 2656.961484 = -287201.330742
  nChanged 8
		SP:Iteration 16Q (196806.120000 sec): 3 clusters
  Score: Raw -289861.762179 + Penalty 2656.961484 = -287204.800695
  nChanged 7
		SP:Iteration 17Q (196806.190000 sec): 3 clusters
  Score: Raw -289863.741440 + Penalty 2656.961484 = -287206.779957
  nChanged 7
		SP:Iteration 18Q (196806.260000 sec): 3 clusters
  Score: Raw -289865.870463 + Penalty 2656.961484 = -287208.908979
  nChanged 6
		SP:Iteration 19Q (196806.340000 sec): 3 clusters
  Score: Raw -289867.650808 + Penalty 2656.961484 = -287210.689324
  nChanged 3
		SP:Iteration 20F (196806.410000 sec): 3 clusters
  Score: Raw -289868.322864 + Penalty 2656.961484 = -287211.361380
  nChanged 3
		SP:Iteration 21Q (196806.480000 sec): 3 clusters
  Score: Raw -289869.222395 + Penalty 2656.961484 = -287212.260911
  nChanged 5
		SP:Iteration 22Q (196806.550000 sec): 3 clusters
  Score: Raw -289870.937803 + Penalty 2656.961484 = -287213.976319
  nChanged 2
		SP:Iteration 23Q (196806.620000 sec): 3 clusters
  Score: Raw -289871.188461 + Penalty 2656.961484 = -287214.226977
  nChanged 2
		SP:Iteration 24Q (196806.700000 sec): 3 clusters
  Score: Raw -289871.669357 + Penalty 2656.961484 = -287214.707873
  nChanged 2
		SP:Iteration 25Q (196806.770000 sec): 3 clusters
  Score: Raw -289872.376778 + Penalty 2656.961484 = -287215.415295
  nChanged 4
		SP:Iteration 26Q (196806.840000 sec): 3 clusters
  Score: Raw -289873.037984 + Penalty 2656.961484 = -287216.076501
  nChanged 1
		SP:Iteration 27Q (196806.910000 sec): 3 clusters
  Score: Raw -289873.473413 + Penalty 2656.961484 = -287216.511929
  nChanged 1
		SP:Iteration 28Q (196806.980000 sec): 3 clusters
  Score: Raw -289873.834081 + Penalty 2656.961484 = -287216.872598
  nChanged 2
		SP:Iteration 29Q (196807.060000 sec): 3 clusters
  Score: Raw -289874.151729 + Penalty 2656.961484 = -287217.190245
  nChanged 2
		SP:Iteration 30Q (196807.130000 sec): 3 clusters
  Score: Raw -289874.862988 + Penalty 2656.961484 = -287217.901504
  nChanged 0
		SP:Iteration 31F (196807.200000 sec): 3 clusters
  Score: Raw -289874.862988 + Penalty 2656.961484 = -287217.901504
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 78 (15792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196807.340000 sec): 2 clusters
  Score: Raw -1367751.935350 + Penalty 1570.929549 = -1366181.005801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196807.670000 sec): 3 clusters
  Score: Raw -1358572.057647 + Penalty 3141.859098 = -1355430.198549
  nChanged 7021
		SP:Iteration 1F (196807.970000 sec): 3 clusters
  Score: Raw -1362977.947363 + Penalty 3141.859098 = -1359836.088265
  nChanged 1268
		SP:Iteration 2F (196808.280000 sec): 3 clusters
  Score: Raw -1363908.829506 + Penalty 3141.859098 = -1360766.970408
  nChanged 1199
		SP:Iteration 3F (196808.590000 sec): 3 clusters
  Score: Raw -1364777.378661 + Penalty 3141.859098 = -1361635.519564
  nChanged 1093
		SP:Iteration 4F (196808.940000 sec): 3 clusters
  Score: Raw -1365524.834224 + Penalty 3141.859098 = -1362382.975126
  nChanged 978
		SP:Iteration 5F (196809.250000 sec): 3 clusters
  Score: Raw -1366062.359229 + Penalty 3141.859098 = -1362920.500132
  nChanged 700
		SP:Iteration 6Q (196809.560000 sec): 3 clusters
  Score: Raw -1366361.068577 + Penalty 3141.859098 = -1363219.209480
  nChanged 529
		SP:Iteration 7Q (196809.900000 sec): 3 clusters
  Score: Raw -1366548.505682 + Penalty 3141.859098 = -1363406.646585
  nChanged 392
		SP:Iteration 8Q (196810.150000 sec): 3 clusters
  Score: Raw -1366663.575639 + Penalty 3141.859098 = -1363521.716542
  nChanged 300
		SP:Iteration 9Q (196810.430000 sec): 3 clusters
  Score: Raw -1366744.135902 + Penalty 3141.859098 = -1363602.276805
  nChanged 230
		SP:Iteration 10Q (196810.730000 sec): 3 clusters
  Score: Raw -1366804.533069 + Penalty 3141.859098 = -1363662.673972
  nChanged 204
		SP:Iteration 11Q (196811.000000 sec): 3 clusters
  Score: Raw -1366853.513570 + Penalty 3141.859098 = -1363711.654472
  nChanged 182
		SP:Iteration 12Q (196811.310000 sec): 3 clusters
  Score: Raw -1366894.967890 + Penalty 3141.859098 = -1363753.108792
  nChanged 172
		SP:Iteration 13Q (196811.620000 sec): 3 clusters
  Score: Raw -1366936.472430 + Penalty 3141.859098 = -1363794.613332
  nChanged 175
		SP:Iteration 14Q (196811.930000 sec): 3 clusters
  Score: Raw -1366980.566204 + Penalty 3141.859098 = -1363838.707107
  nChanged 172
		SP:Iteration 15Q (196812.240000 sec): 3 clusters
  Score: Raw -1367024.312909 + Penalty 3141.859098 = -1363882.453812
  nChanged 188
		SP:Iteration 16Q (196812.540000 sec): 3 clusters
  Score: Raw -1367077.183053 + Penalty 3141.859098 = -1363935.323956
  nChanged 188
		SP:Iteration 17Q (196812.850000 sec): 3 clusters
  Score: Raw -1367131.967770 + Penalty 3141.859098 = -1363990.108673
  nChanged 190
		SP:Iteration 18Q (196813.160000 sec): 3 clusters
  Score: Raw -1367190.096307 + Penalty 3141.859098 = -1364048.237210
  nChanged 207
		SP:Iteration 19Q (196813.470000 sec): 3 clusters
  Score: Raw -1367251.140759 + Penalty 3141.859098 = -1364109.281661
  nChanged 186
		SP:Iteration 20F (196813.770000 sec): 3 clusters
  Score: Raw -1367303.790467 + Penalty 3141.859098 = -1364161.931369
  nChanged 166
		SP:Iteration 21Q (196814.040000 sec): 3 clusters
  Score: Raw -1367358.916477 + Penalty 3141.859098 = -1364217.057379
  nChanged 180
		SP:Iteration 22Q (196814.310000 sec): 3 clusters
  Score: Raw -1367427.124469 + Penalty 3141.859098 = -1364285.265372
  nChanged 203
		SP:Iteration 23Q (196814.620000 sec): 3 clusters
  Score: Raw -1367513.193695 + Penalty 3141.859098 = -1364371.334597
  nChanged 190
		SP:Iteration 24Q (196814.930000 sec): 3 clusters
  Score: Raw -1367598.869952 + Penalty 3141.859098 = -1364457.010855
  nChanged 166
		SP:Iteration 25Q (196815.240000 sec): 3 clusters
  Score: Raw -1367678.693903 + Penalty 3141.859098 = -1364536.834806
  nChanged 172
		SP:Iteration 26Q (196815.550000 sec): 3 clusters
  Score: Raw -1367758.268448 + Penalty 3141.859098 = -1364616.409350
  nChanged 161
		SP:Iteration 27Q (196815.870000 sec): 3 clusters
  Score: Raw -1367829.499789 + Penalty 3141.859098 = -1364687.640692
  nChanged 137
		SP:Iteration 28Q (196816.210000 sec): 3 clusters
  Score: Raw -1367888.576146 + Penalty 3141.859098 = -1364746.717048
  nChanged 132
		SP:Iteration 29Q (196816.510000 sec): 3 clusters
  Score: Raw -1367955.898356 + Penalty 3141.859098 = -1364814.039259
  nChanged 123
		SP:Iteration 30Q (196816.820000 sec): 3 clusters
  Score: Raw -1368023.420747 + Penalty 3141.859098 = -1364881.561650
  nChanged 114
		SP:Iteration 31Q (196817.090000 sec): 3 clusters
  Score: Raw -1368098.937527 + Penalty 3141.859098 = -1364957.078429
  nChanged 104
		SP:Iteration 32Q (196817.350000 sec): 3 clusters
  Score: Raw -1368147.588649 + Penalty 3141.859098 = -1365005.729552
  nChanged 93
		SP:Iteration 33Q (196817.650000 sec): 3 clusters
  Score: Raw -1368185.592746 + Penalty 3141.859098 = -1365043.733648
  nChanged 76
		SP:Iteration 34Q (196817.960000 sec): 3 clusters
  Score: Raw -1368210.177502 + Penalty 3141.859098 = -1365068.318405
  nChanged 69
		SP:Iteration 35Q (196818.270000 sec): 3 clusters
  Score: Raw -1368227.831373 + Penalty 3141.859098 = -1365085.972275
  nChanged 45
		SP:Iteration 36Q (196818.580000 sec): 3 clusters
  Score: Raw -1368240.196289 + Penalty 3141.859098 = -1365098.337192
  nChanged 53
		SP:Iteration 37Q (196818.890000 sec): 3 clusters
  Score: Raw -1368251.929504 + Penalty 3141.859098 = -1365110.070407
  nChanged 46
		SP:Iteration 38Q (196819.190000 sec): 3 clusters
  Score: Raw -1368264.092504 + Penalty 3141.859098 = -1365122.233406
  nChanged 44
		SP:Iteration 39Q (196819.500000 sec): 3 clusters
  Score: Raw -1368276.666977 + Penalty 3141.859098 = -1365134.807880
  nChanged 48
		SP:Iteration 40F (196819.810000 sec): 3 clusters
  Score: Raw -1368288.611143 + Penalty 3141.859098 = -1365146.752045
  nChanged 43
		SP:Iteration 41Q (196820.070000 sec): 3 clusters
  Score: Raw -1368297.920296 + Penalty 3141.859098 = -1365156.061199
  nChanged 30
		SP:Iteration 42Q (196820.390000 sec): 3 clusters
  Score: Raw -1368304.574540 + Penalty 3141.859098 = -1365162.715443
  nChanged 32
		SP:Iteration 43Q (196820.690000 sec): 3 clusters
  Score: Raw -1368312.137162 + Penalty 3141.859098 = -1365170.278065
  nChanged 23
		SP:Iteration 44Q (196821.000000 sec): 3 clusters
  Score: Raw -1368316.905708 + Penalty 3141.859098 = -1365175.046610
  nChanged 17
		SP:Iteration 45Q (196821.300000 sec): 3 clusters
  Score: Raw -1368320.330118 + Penalty 3141.859098 = -1365178.471021
  nChanged 18
		SP:Iteration 46Q (196821.570000 sec): 3 clusters
  Score: Raw -1368324.001808 + Penalty 3141.859098 = -1365182.142711
  nChanged 14
		SP:Iteration 47Q (196821.840000 sec): 3 clusters
  Score: Raw -1368326.281408 + Penalty 3141.859098 = -1365184.422310
  nChanged 12
		SP:Iteration 48Q (196822.100000 sec): 3 clusters
  Score: Raw -1368328.562198 + Penalty 3141.859098 = -1365186.703101
  nChanged 10
		SP:Iteration 49Q (196822.410000 sec): 3 clusters
  Score: Raw -1368330.036732 + Penalty 3141.859098 = -1365188.177635
  nChanged 7
		SP:Iteration 50Q (196822.720000 sec): 3 clusters
  Score: Raw -1368331.225291 + Penalty 3141.859098 = -1365189.366193
  nChanged 8
		SP:Iteration 51Q (196823.030000 sec): 3 clusters
  Score: Raw -1368332.784334 + Penalty 3141.859098 = -1365190.925237
  nChanged 6
		SP:Iteration 52Q (196823.330000 sec): 3 clusters
  Score: Raw -1368333.784591 + Penalty 3141.859098 = -1365191.925493
  nChanged 9
		SP:Iteration 53Q (196823.640000 sec): 3 clusters
  Score: Raw -1368335.218630 + Penalty 3141.859098 = -1365193.359533
  nChanged 3
		SP:Iteration 54Q (196823.950000 sec): 3 clusters
  Score: Raw -1368335.836703 + Penalty 3141.859098 = -1365193.977606
  nChanged 6
		SP:Iteration 55Q (196824.260000 sec): 3 clusters
  Score: Raw -1368336.784740 + Penalty 3141.859098 = -1365194.925642
  nChanged 5
		SP:Iteration 56Q (196824.570000 sec): 3 clusters
  Score: Raw -1368337.278601 + Penalty 3141.859098 = -1365195.419504
  nChanged 4
		SP:Iteration 57Q (196824.870000 sec): 3 clusters
  Score: Raw -1368337.637128 + Penalty 3141.859098 = -1365195.778030
  nChanged 2
		SP:Iteration 58Q (196825.180000 sec): 3 clusters
  Score: Raw -1368337.966271 + Penalty 3141.859098 = -1365196.107173
  nChanged 1
		SP:Iteration 59Q (196825.400000 sec): 3 clusters
  Score: Raw -1368338.113741 + Penalty 3141.859098 = -1365196.254644
  nChanged 0
		SP:Iteration 60F (196825.690000 sec): 3 clusters
  Score: Raw -1368338.113741 + Penalty 3141.859098 = -1365196.254644
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 79 (2624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196825.800000 sec): 2 clusters
  Score: Raw -220798.548359 + Penalty 1279.273962 = -219519.274397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196825.980000 sec): 3 clusters
  Score: Raw -219614.564603 + Penalty 2558.547924 = -217056.016679
  nChanged 987
		SP:Iteration 1F (196826.160000 sec): 3 clusters
  Score: Raw -220278.668833 + Penalty 2558.547924 = -217720.120909
  nChanged 237
		SP:Iteration 2F (196826.300000 sec): 3 clusters
  Score: Raw -220463.591661 + Penalty 2558.547924 = -217905.043737
  nChanged 160
		SP:Iteration 3F (196826.340000 sec): 3 clusters
  Score: Raw -220595.741766 + Penalty 2558.547924 = -218037.193843
  nChanged 131
		SP:Iteration 4Q (196826.400000 sec): 3 clusters
  Score: Raw -220707.482823 + Penalty 2558.547924 = -218148.934899
  nChanged 121
		SP:Iteration 5Q (196826.450000 sec): 3 clusters
  Score: Raw -220800.425311 + Penalty 2558.547924 = -218241.877387
  nChanged 91
		SP:Iteration 6Q (196826.500000 sec): 3 clusters
  Score: Raw -220875.036082 + Penalty 2558.547924 = -218316.488159
  nChanged 95
		SP:Iteration 7Q (196826.550000 sec): 3 clusters
  Score: Raw -220957.753801 + Penalty 2558.547924 = -218399.205877
  nChanged 81
		SP:Iteration 8Q (196826.600000 sec): 3 clusters
  Score: Raw -221026.299828 + Penalty 2558.547924 = -218467.751904
  nChanged 61
		SP:Iteration 9Q (196826.650000 sec): 3 clusters
  Score: Raw -221060.804362 + Penalty 2558.547924 = -218502.256438
  nChanged 37
		SP:Iteration 10Q (196826.700000 sec): 3 clusters
  Score: Raw -221091.486284 + Penalty 2558.547924 = -218532.938361
  nChanged 37
		SP:Iteration 11Q (196826.750000 sec): 3 clusters
  Score: Raw -221120.540392 + Penalty 2558.547924 = -218561.992468
  nChanged 31
		SP:Iteration 12Q (196826.800000 sec): 3 clusters
  Score: Raw -221140.741762 + Penalty 2558.547924 = -218582.193838
  nChanged 23
		SP:Iteration 13Q (196826.850000 sec): 3 clusters
  Score: Raw -221153.167019 + Penalty 2558.547924 = -218594.619095
  nChanged 16
		SP:Iteration 14Q (196826.900000 sec): 3 clusters
  Score: Raw -221163.385084 + Penalty 2558.547924 = -218604.837160
  nChanged 15
		SP:Iteration 15Q (196826.950000 sec): 3 clusters
  Score: Raw -221169.609012 + Penalty 2558.547924 = -218611.061088
  nChanged 10
		SP:Iteration 16Q (196827.000000 sec): 3 clusters
  Score: Raw -221176.915676 + Penalty 2558.547924 = -218618.367752
  nChanged 12
		SP:Iteration 17Q (196827.050000 sec): 3 clusters
  Score: Raw -221182.220507 + Penalty 2558.547924 = -218623.672583
  nChanged 10
		SP:Iteration 18Q (196827.100000 sec): 3 clusters
  Score: Raw -221186.769651 + Penalty 2558.547924 = -218628.221727
  nChanged 10
		SP:Iteration 19Q (196827.240000 sec): 3 clusters
  Score: Raw -221192.855945 + Penalty 2558.547924 = -218634.308021
  nChanged 14
		SP:Iteration 20F (196827.400000 sec): 3 clusters
  Score: Raw -221199.294617 + Penalty 2558.547924 = -218640.746694
  nChanged 10
		SP:Iteration 21Q (196827.580000 sec): 3 clusters
  Score: Raw -221203.413689 + Penalty 2558.547924 = -218644.865765
  nChanged 11
		SP:Iteration 22Q (196827.760000 sec): 3 clusters
  Score: Raw -221207.495127 + Penalty 2558.547924 = -218648.947203
  nChanged 10
		SP:Iteration 23Q (196827.930000 sec): 3 clusters
  Score: Raw -221212.058654 + Penalty 2558.547924 = -218653.510730
  nChanged 6
		SP:Iteration 24Q (196828.110000 sec): 3 clusters
  Score: Raw -221215.779256 + Penalty 2558.547924 = -218657.231332
  nChanged 5
		SP:Iteration 25Q (196828.210000 sec): 3 clusters
  Score: Raw -221218.503126 + Penalty 2558.547924 = -218659.955202
  nChanged 5
		SP:Iteration 26Q (196828.260000 sec): 3 clusters
  Score: Raw -221220.554064 + Penalty 2558.547924 = -218662.006140
  nChanged 1
		SP:Iteration 27Q (196828.310000 sec): 3 clusters
  Score: Raw -221220.644443 + Penalty 2558.547924 = -218662.096519
  nChanged 0
		SP:Iteration 28F (196828.360000 sec): 3 clusters
  Score: Raw -221220.644443 + Penalty 2558.547924 = -218662.096519
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 80 (6237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196828.490000 sec): 2 clusters
  Score: Raw -538194.098673 + Penalty 1419.966369 = -536774.132304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196828.680000 sec): 3 clusters
  Score: Raw -534912.183061 + Penalty 2839.932737 = -532072.250323
  nChanged 2634
		SP:Iteration 1F (196828.840000 sec): 3 clusters
  Score: Raw -536554.714543 + Penalty 2839.932737 = -533714.781806
  nChanged 499
		SP:Iteration 2F (196829.000000 sec): 3 clusters
  Score: Raw -536893.131241 + Penalty 2839.932737 = -534053.198504
  nChanged 418
		SP:Iteration 3F (196829.170000 sec): 3 clusters
  Score: Raw -537161.995764 + Penalty 2839.932737 = -534322.063027
  nChanged 356
		SP:Iteration 4F (196829.340000 sec): 3 clusters
  Score: Raw -537385.980481 + Penalty 2839.932737 = -534546.047744
  nChanged 338
		SP:Iteration 5F (196829.500000 sec): 3 clusters
  Score: Raw -537591.572551 + Penalty 2839.932737 = -534751.639814
  nChanged 287
		SP:Iteration 6Q (196829.670000 sec): 3 clusters
  Score: Raw -537770.838912 + Penalty 2839.932737 = -534930.906174
  nChanged 236
		SP:Iteration 7Q (196829.840000 sec): 3 clusters
  Score: Raw -537890.442722 + Penalty 2839.932737 = -535050.509985
  nChanged 169
		SP:Iteration 8Q (196830.040000 sec): 3 clusters
  Score: Raw -537980.377826 + Penalty 2839.932737 = -535140.445089
  nChanged 166
		SP:Iteration 9Q (196830.210000 sec): 3 clusters
  Score: Raw -538056.109677 + Penalty 2839.932737 = -535216.176939
  nChanged 126
		SP:Iteration 10Q (196830.380000 sec): 3 clusters
  Score: Raw -538120.861346 + Penalty 2839.932737 = -535280.928609
  nChanged 113
		SP:Iteration 11Q (196830.540000 sec): 3 clusters
  Score: Raw -538165.603912 + Penalty 2839.932737 = -535325.671175
  nChanged 77
		SP:Iteration 12Q (196830.710000 sec): 3 clusters
  Score: Raw -538195.215584 + Penalty 2839.932737 = -535355.282847
  nChanged 54
		SP:Iteration 13Q (196830.870000 sec): 3 clusters
  Score: Raw -538216.991887 + Penalty 2839.932737 = -535377.059150
  nChanged 57
		SP:Iteration 14Q (196831.040000 sec): 3 clusters
  Score: Raw -538244.466797 + Penalty 2839.932737 = -535404.534059
  nChanged 70
		SP:Iteration 15Q (196831.200000 sec): 3 clusters
  Score: Raw -538275.748682 + Penalty 2839.932737 = -535435.815944
  nChanged 54
		SP:Iteration 16Q (196831.370000 sec): 3 clusters
  Score: Raw -538296.008416 + Penalty 2839.932737 = -535456.075679
  nChanged 42
		SP:Iteration 17Q (196831.530000 sec): 3 clusters
  Score: Raw -538312.797656 + Penalty 2839.932737 = -535472.864918
  nChanged 47
		SP:Iteration 18Q (196831.700000 sec): 3 clusters
  Score: Raw -538331.156335 + Penalty 2839.932737 = -535491.223597
  nChanged 36
		SP:Iteration 19Q (196831.860000 sec): 3 clusters
  Score: Raw -538343.852885 + Penalty 2839.932737 = -535503.920147
  nChanged 40
		SP:Iteration 20F (196832.030000 sec): 3 clusters
  Score: Raw -538360.028195 + Penalty 2839.932737 = -535520.095457
  nChanged 38
		SP:Iteration 21Q (196832.200000 sec): 3 clusters
  Score: Raw -538372.930020 + Penalty 2839.932737 = -535532.997282
  nChanged 34
		SP:Iteration 22Q (196832.360000 sec): 3 clusters
  Score: Raw -538386.885632 + Penalty 2839.932737 = -535546.952895
  nChanged 40
		SP:Iteration 23Q (196832.520000 sec): 3 clusters
  Score: Raw -538405.518269 + Penalty 2839.932737 = -535565.585532
  nChanged 45
		SP:Iteration 24Q (196832.690000 sec): 3 clusters
  Score: Raw -538423.671119 + Penalty 2839.932737 = -535583.738381
  nChanged 27
		SP:Iteration 25Q (196832.860000 sec): 3 clusters
  Score: Raw -538435.947036 + Penalty 2839.932737 = -535596.014299
  nChanged 35
		SP:Iteration 26Q (196833.020000 sec): 3 clusters
  Score: Raw -538449.820136 + Penalty 2839.932737 = -535609.887399
  nChanged 29
		SP:Iteration 27Q (196833.190000 sec): 3 clusters
  Score: Raw -538460.396890 + Penalty 2839.932737 = -535620.464153
  nChanged 31
		SP:Iteration 28Q (196833.360000 sec): 3 clusters
  Score: Raw -538471.852200 + Penalty 2839.932737 = -535631.919463
  nChanged 26
		SP:Iteration 29Q (196833.520000 sec): 3 clusters
  Score: Raw -538483.791507 + Penalty 2839.932737 = -535643.858770
  nChanged 30
		SP:Iteration 30Q (196833.690000 sec): 3 clusters
  Score: Raw -538500.139923 + Penalty 2839.932737 = -535660.207186
  nChanged 23
		SP:Iteration 31Q (196833.860000 sec): 3 clusters
  Score: Raw -538509.168432 + Penalty 2839.932737 = -535669.235695
  nChanged 21
		SP:Iteration 32Q (196834.020000 sec): 3 clusters
  Score: Raw -538516.916034 + Penalty 2839.932737 = -535676.983296
  nChanged 15
		SP:Iteration 33Q (196834.190000 sec): 3 clusters
  Score: Raw -538524.372423 + Penalty 2839.932737 = -535684.439686
  nChanged 22
		SP:Iteration 34Q (196834.360000 sec): 3 clusters
  Score: Raw -538533.615391 + Penalty 2839.932737 = -535693.682654
  nChanged 16
		SP:Iteration 35Q (196834.520000 sec): 3 clusters
  Score: Raw -538541.835657 + Penalty 2839.932737 = -535701.902920
  nChanged 16
		SP:Iteration 36Q (196834.690000 sec): 3 clusters
  Score: Raw -538549.985813 + Penalty 2839.932737 = -535710.053076
  nChanged 15
		SP:Iteration 37Q (196834.850000 sec): 3 clusters
  Score: Raw -538555.961289 + Penalty 2839.932737 = -535716.028552
  nChanged 15
		SP:Iteration 38Q (196835.020000 sec): 3 clusters
  Score: Raw -538560.816131 + Penalty 2839.932737 = -535720.883394
  nChanged 8
		SP:Iteration 39Q (196835.180000 sec): 3 clusters
  Score: Raw -538563.105195 + Penalty 2839.932737 = -535723.172457
  nChanged 5
		SP:Iteration 40F (196835.400000 sec): 3 clusters
  Score: Raw -538565.510596 + Penalty 2839.932737 = -535725.577858
  nChanged 7
		SP:Iteration 41Q (196835.560000 sec): 3 clusters
  Score: Raw -538568.402636 + Penalty 2839.932737 = -535728.469898
  nChanged 7
		SP:Iteration 42Q (196835.730000 sec): 3 clusters
  Score: Raw -538571.183678 + Penalty 2839.932737 = -535731.250941
  nChanged 7
		SP:Iteration 43Q (196835.940000 sec): 3 clusters
  Score: Raw -538574.723970 + Penalty 2839.932737 = -535734.791232
  nChanged 15
		SP:Iteration 44Q (196836.100000 sec): 3 clusters
  Score: Raw -538581.999563 + Penalty 2839.932737 = -535742.066826
  nChanged 6
		SP:Iteration 45Q (196836.300000 sec): 3 clusters
  Score: Raw -538584.027888 + Penalty 2839.932737 = -535744.095151
  nChanged 6
		SP:Iteration 46Q (196836.450000 sec): 3 clusters
  Score: Raw -538586.851757 + Penalty 2839.932737 = -535746.919020
  nChanged 5
		SP:Iteration 47Q (196836.620000 sec): 3 clusters
  Score: Raw -538589.166747 + Penalty 2839.932737 = -535749.234010
  nChanged 8
		SP:Iteration 48Q (196836.780000 sec): 3 clusters
  Score: Raw -538592.363934 + Penalty 2839.932737 = -535752.431197
  nChanged 7
		SP:Iteration 49Q (196836.950000 sec): 3 clusters
  Score: Raw -538596.823621 + Penalty 2839.932737 = -535756.890884
  nChanged 15
		SP:Iteration 50Q (196837.120000 sec): 3 clusters
  Score: Raw -538604.716046 + Penalty 2839.932737 = -535764.783309
  nChanged 16
		SP:Iteration 51Q (196837.280000 sec): 3 clusters
  Score: Raw -538612.738130 + Penalty 2839.932737 = -535772.805393
  nChanged 19
		SP:Iteration 52Q (196837.450000 sec): 3 clusters
  Score: Raw -538621.355889 + Penalty 2839.932737 = -535781.423152
  nChanged 15
		SP:Iteration 53Q (196837.610000 sec): 3 clusters
  Score: Raw -538626.791634 + Penalty 2839.932737 = -535786.858896
  nChanged 9
		SP:Iteration 54Q (196837.800000 sec): 3 clusters
  Score: Raw -538629.900449 + Penalty 2839.932737 = -535789.967712
  nChanged 5
		SP:Iteration 55Q (196837.990000 sec): 3 clusters
  Score: Raw -538631.011483 + Penalty 2839.932737 = -535791.078745
  nChanged 1
		SP:Iteration 56Q (196838.200000 sec): 3 clusters
  Score: Raw -538631.297289 + Penalty 2839.932737 = -535791.364552
  nChanged 1
		SP:Iteration 57Q (196838.360000 sec): 3 clusters
  Score: Raw -538631.400142 + Penalty 2839.932737 = -535791.467404
  nChanged 0
		SP:Iteration 58F (196838.530000 sec): 3 clusters
  Score: Raw -538631.400142 + Penalty 2839.932737 = -535791.467404
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 81 (4612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196838.620000 sec): 2 clusters
  Score: Raw -388707.383382 + Penalty 1370.917743 = -387336.465639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196838.800000 sec): 3 clusters
  Score: Raw -386377.190885 + Penalty 2741.835486 = -383635.355399
  nChanged 1813
		SP:Iteration 1F (196838.970000 sec): 3 clusters
  Score: Raw -387483.044389 + Penalty 2741.835486 = -384741.208902
  nChanged 412
		SP:Iteration 2F (196839.150000 sec): 3 clusters
  Score: Raw -387818.895484 + Penalty 2741.835486 = -385077.059997
  nChanged 339
		SP:Iteration 3F (196839.320000 sec): 3 clusters
  Score: Raw -388096.475602 + Penalty 2741.835486 = -385354.640115
  nChanged 300
		SP:Iteration 4F (196839.500000 sec): 3 clusters
  Score: Raw -388349.424449 + Penalty 2741.835486 = -385607.588962
  nChanged 254
		SP:Iteration 5F (196839.680000 sec): 3 clusters
  Score: Raw -388554.818693 + Penalty 2741.835486 = -385812.983206
  nChanged 215
		SP:Iteration 6Q (196839.850000 sec): 3 clusters
  Score: Raw -388737.406121 + Penalty 2741.835486 = -385995.570635
  nChanged 190
		SP:Iteration 7Q (196840.030000 sec): 3 clusters
  Score: Raw -388897.204244 + Penalty 2741.835486 = -386155.368758
  nChanged 159
		SP:Iteration 8Q (196840.200000 sec): 3 clusters
  Score: Raw -389019.327107 + Penalty 2741.835486 = -386277.491621
  nChanged 147
		SP:Iteration 9Q (196840.380000 sec): 3 clusters
  Score: Raw -389123.563621 + Penalty 2741.835486 = -386381.728134
  nChanged 91
		SP:Iteration 10Q (196840.550000 sec): 3 clusters
  Score: Raw -389174.609838 + Penalty 2741.835486 = -386432.774352
  nChanged 55
		SP:Iteration 11Q (196840.730000 sec): 3 clusters
  Score: Raw -389193.856549 + Penalty 2741.835486 = -386452.021062
  nChanged 31
		SP:Iteration 12Q (196840.900000 sec): 3 clusters
  Score: Raw -389203.838767 + Penalty 2741.835486 = -386462.003281
  nChanged 29
		SP:Iteration 13Q (196841.080000 sec): 3 clusters
  Score: Raw -389212.651663 + Penalty 2741.835486 = -386470.816176
  nChanged 12
		SP:Iteration 14Q (196841.260000 sec): 3 clusters
  Score: Raw -389215.606861 + Penalty 2741.835486 = -386473.771374
  nChanged 9
		SP:Iteration 15Q (196841.430000 sec): 3 clusters
  Score: Raw -389218.182505 + Penalty 2741.835486 = -386476.347018
  nChanged 6
		SP:Iteration 16Q (196841.610000 sec): 3 clusters
  Score: Raw -389219.299068 + Penalty 2741.835486 = -386477.463582
  nChanged 4
		SP:Iteration 17Q (196841.780000 sec): 3 clusters
  Score: Raw -389220.693568 + Penalty 2741.835486 = -386478.858081
  nChanged 7
		SP:Iteration 18Q (196841.960000 sec): 3 clusters
  Score: Raw -389222.180274 + Penalty 2741.835486 = -386480.344788
  nChanged 6
		SP:Iteration 19Q (196842.140000 sec): 3 clusters
  Score: Raw -389223.183733 + Penalty 2741.835486 = -386481.348246
  nChanged 6
		SP:Iteration 20F (196842.310000 sec): 3 clusters
  Score: Raw -389226.123843 + Penalty 2741.835486 = -386484.288357
  nChanged 7
		SP:Iteration 21Q (196842.490000 sec): 3 clusters
  Score: Raw -389227.680510 + Penalty 2741.835486 = -386485.845024
  nChanged 3
		SP:Iteration 22Q (196842.660000 sec): 3 clusters
  Score: Raw -389228.101035 + Penalty 2741.835486 = -386486.265548
  nChanged 2
		SP:Iteration 23Q (196842.840000 sec): 3 clusters
  Score: Raw -389228.340921 + Penalty 2741.835486 = -386486.505435
  nChanged 1
		SP:Iteration 24Q (196843.010000 sec): 3 clusters
  Score: Raw -389228.470638 + Penalty 2741.835486 = -386486.635152
  nChanged 2
		SP:Iteration 25Q (196843.190000 sec): 3 clusters
  Score: Raw -389228.878535 + Penalty 2741.835486 = -386487.043049
  nChanged 2
		SP:Iteration 26Q (196843.360000 sec): 3 clusters
  Score: Raw -389229.526389 + Penalty 2741.835486 = -386487.690902
  nChanged 1
		SP:Iteration 27Q (196843.540000 sec): 3 clusters
  Score: Raw -389229.584180 + Penalty 2741.835486 = -386487.748694
  nChanged 0
		SP:Iteration 28F (196843.720000 sec): 3 clusters
  Score: Raw -389229.584180 + Penalty 2741.835486 = -386487.748694
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 82 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196843.800000 sec): 2 clusters
  Score: Raw -64830.558968 + Penalty 1092.427342 = -63738.131626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196843.980000 sec): 3 clusters
  Score: Raw -64643.733409 + Penalty 2184.854683 = -62458.878726
  nChanged 250
		SP:Iteration 1F (196844.150000 sec): 3 clusters
  Score: Raw -64955.881392 + Penalty 2184.854683 = -62771.026709
  nChanged 69
		SP:Iteration 2F (196844.330000 sec): 3 clusters
  Score: Raw -65056.819699 + Penalty 2184.854683 = -62871.965016
  nChanged 33
		SP:Iteration 3Q (196844.500000 sec): 3 clusters
  Score: Raw -65100.538424 + Penalty 2184.854683 = -62915.683741
  nChanged 18
		SP:Iteration 4Q (196844.680000 sec): 3 clusters
  Score: Raw -65124.394457 + Penalty 2184.854683 = -62939.539774
  nChanged 13
		SP:Iteration 5Q (196844.860000 sec): 3 clusters
  Score: Raw -65145.362306 + Penalty 2184.854683 = -62960.507623
  nChanged 14
		SP:Iteration 6Q (196845.030000 sec): 3 clusters
  Score: Raw -65162.629541 + Penalty 2184.854683 = -62977.774858
  nChanged 9
		SP:Iteration 7Q (196845.210000 sec): 3 clusters
  Score: Raw -65168.684373 + Penalty 2184.854683 = -62983.829690
  nChanged 4
		SP:Iteration 8Q (196845.390000 sec): 3 clusters
  Score: Raw -65173.291715 + Penalty 2184.854683 = -62988.437032
  nChanged 3
		SP:Iteration 9Q (196845.560000 sec): 3 clusters
  Score: Raw -65174.969676 + Penalty 2184.854683 = -62990.114992
  nChanged 2
		SP:Iteration 10Q (196845.740000 sec): 3 clusters
  Score: Raw -65176.180732 + Penalty 2184.854683 = -62991.326048
  nChanged 2
		SP:Iteration 11Q (196845.910000 sec): 3 clusters
  Score: Raw -65177.808185 + Penalty 2184.854683 = -62992.953502
  nChanged 2
		SP:Iteration 12Q (196846.090000 sec): 3 clusters
  Score: Raw -65181.984839 + Penalty 2184.854683 = -62997.130156
  nChanged 1
		SP:Iteration 13Q (196846.270000 sec): 3 clusters
  Score: Raw -65182.210088 + Penalty 2184.854683 = -62997.355405
  nChanged 0
		SP:Iteration 14F (196846.440000 sec): 3 clusters
  Score: Raw -65182.210088 + Penalty 2184.854683 = -62997.355405
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 83 (2820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196846.520000 sec): 2 clusters
  Score: Raw -226543.612310 + Penalty 1290.979977 = -225252.632333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196846.690000 sec): 3 clusters
  Score: Raw -225257.866757 + Penalty 2581.959953 = -222675.906804
  nChanged 1088
		SP:Iteration 1F (196846.870000 sec): 3 clusters
  Score: Raw -226015.082760 + Penalty 2581.959953 = -223433.122807
  nChanged 253
		SP:Iteration 2F (196847.050000 sec): 3 clusters
  Score: Raw -226213.741122 + Penalty 2581.959953 = -223631.781169
  nChanged 194
		SP:Iteration 3F (196847.220000 sec): 3 clusters
  Score: Raw -226372.635695 + Penalty 2581.959953 = -223790.675742
  nChanged 161
		SP:Iteration 4F (196847.400000 sec): 3 clusters
  Score: Raw -226519.080251 + Penalty 2581.959953 = -223937.120297
  nChanged 156
		SP:Iteration 5F (196847.570000 sec): 3 clusters
  Score: Raw -226678.490300 + Penalty 2581.959953 = -224096.530347
  nChanged 149
		SP:Iteration 6F (196847.750000 sec): 3 clusters
  Score: Raw -226808.402495 + Penalty 2581.959953 = -224226.442542
  nChanged 112
		SP:Iteration 7Q (196847.920000 sec): 3 clusters
  Score: Raw -226896.313092 + Penalty 2581.959953 = -224314.353139
  nChanged 93
		SP:Iteration 8Q (196848.100000 sec): 3 clusters
  Score: Raw -226952.592574 + Penalty 2581.959953 = -224370.632620
  nChanged 59
		SP:Iteration 9Q (196848.270000 sec): 3 clusters
  Score: Raw -226977.905674 + Penalty 2581.959953 = -224395.945721
  nChanged 25
		SP:Iteration 10Q (196848.450000 sec): 3 clusters
  Score: Raw -226985.655554 + Penalty 2581.959953 = -224403.695600
  nChanged 11
		SP:Iteration 11Q (196848.630000 sec): 3 clusters
  Score: Raw -226989.255894 + Penalty 2581.959953 = -224407.295940
  nChanged 8
		SP:Iteration 12Q (196848.800000 sec): 3 clusters
  Score: Raw -226991.689526 + Penalty 2581.959953 = -224409.729572
  nChanged 9
		SP:Iteration 13Q (196848.980000 sec): 3 clusters
  Score: Raw -226993.708494 + Penalty 2581.959953 = -224411.748541
  nChanged 4
		SP:Iteration 14Q (196849.150000 sec): 3 clusters
  Score: Raw -226994.806675 + Penalty 2581.959953 = -224412.846722
  nChanged 1
		SP:Iteration 15Q (196849.330000 sec): 3 clusters
  Score: Raw -226995.010496 + Penalty 2581.959953 = -224413.050543
  nChanged 1
		SP:Iteration 16Q (196849.510000 sec): 3 clusters
  Score: Raw -226995.753041 + Penalty 2581.959953 = -224413.793088
  nChanged 3
		SP:Iteration 17Q (196849.680000 sec): 3 clusters
  Score: Raw -226996.285382 + Penalty 2581.959953 = -224414.325429
  nChanged 0
		SP:Iteration 18F (196849.860000 sec): 3 clusters
  Score: Raw -226996.285382 + Penalty 2581.959953 = -224414.325429
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 84 (2517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196849.940000 sec): 2 clusters
  Score: Raw -207553.626750 + Penalty 1272.508737 = -206281.118014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196850.110000 sec): 3 clusters
  Score: Raw -206459.524130 + Penalty 2545.017473 = -203914.506656
  nChanged 913
		SP:Iteration 1F (196850.290000 sec): 3 clusters
  Score: Raw -207214.626734 + Penalty 2545.017473 = -204669.609261
  nChanged 263
		SP:Iteration 2F (196850.470000 sec): 3 clusters
  Score: Raw -207518.517199 + Penalty 2545.017473 = -204973.499725
  nChanged 165
		SP:Iteration 3F (196850.640000 sec): 3 clusters
  Score: Raw -207672.115368 + Penalty 2545.017473 = -205127.097894
  nChanged 125
		SP:Iteration 4Q (196850.820000 sec): 3 clusters
  Score: Raw -207798.887228 + Penalty 2545.017473 = -205253.869755
  nChanged 112
		SP:Iteration 5Q (196850.990000 sec): 3 clusters
  Score: Raw -207888.640571 + Penalty 2545.017473 = -205343.623098
  nChanged 71
		SP:Iteration 6Q (196851.170000 sec): 3 clusters
  Score: Raw -207947.684282 + Penalty 2545.017473 = -205402.666809
  nChanged 71
		SP:Iteration 7Q (196851.350000 sec): 3 clusters
  Score: Raw -207998.925677 + Penalty 2545.017473 = -205453.908204
  nChanged 52
		SP:Iteration 8Q (196851.520000 sec): 3 clusters
  Score: Raw -208033.218412 + Penalty 2545.017473 = -205488.200938
  nChanged 36
		SP:Iteration 9Q (196851.700000 sec): 3 clusters
  Score: Raw -208056.673589 + Penalty 2545.017473 = -205511.656116
  nChanged 25
		SP:Iteration 10Q (196851.870000 sec): 3 clusters
  Score: Raw -208071.285962 + Penalty 2545.017473 = -205526.268489
  nChanged 12
		SP:Iteration 11Q (196852.050000 sec): 3 clusters
  Score: Raw -208078.805857 + Penalty 2545.017473 = -205533.788384
  nChanged 16
		SP:Iteration 12Q (196852.230000 sec): 3 clusters
  Score: Raw -208092.445734 + Penalty 2545.017473 = -205547.428261
  nChanged 18
		SP:Iteration 13Q (196852.400000 sec): 3 clusters
  Score: Raw -208107.017931 + Penalty 2545.017473 = -205562.000458
  nChanged 16
		SP:Iteration 14Q (196852.580000 sec): 3 clusters
  Score: Raw -208118.171821 + Penalty 2545.017473 = -205573.154348
  nChanged 8
		SP:Iteration 15Q (196852.750000 sec): 3 clusters
  Score: Raw -208123.098269 + Penalty 2545.017473 = -205578.080796
  nChanged 8
		SP:Iteration 16Q (196852.930000 sec): 3 clusters
  Score: Raw -208127.207160 + Penalty 2545.017473 = -205582.189686
  nChanged 7
		SP:Iteration 17Q (196853.110000 sec): 3 clusters
  Score: Raw -208132.192530 + Penalty 2545.017473 = -205587.175057
  nChanged 7
		SP:Iteration 18Q (196853.280000 sec): 3 clusters
  Score: Raw -208134.331940 + Penalty 2545.017473 = -205589.314466
  nChanged 4
		SP:Iteration 19Q (196853.460000 sec): 3 clusters
  Score: Raw -208135.656916 + Penalty 2545.017473 = -205590.639442
  nChanged 0
		SP:Iteration 20F (196853.630000 sec): 3 clusters
  Score: Raw -208135.817045 + Penalty 2545.017473 = -205590.799572
  nChanged 1
		SP:Iteration 21Q (196853.810000 sec): 3 clusters
  Score: Raw -208136.848797 + Penalty 2545.017473 = -205591.831324
  nChanged 2
		SP:Iteration 22Q (196853.990000 sec): 3 clusters
  Score: Raw -208137.593525 + Penalty 2545.017473 = -205592.576052
  nChanged 1
		SP:Iteration 23Q (196854.160000 sec): 3 clusters
  Score: Raw -208137.756605 + Penalty 2545.017473 = -205592.739132
  nChanged 0
		SP:Iteration 24F (196854.340000 sec): 3 clusters
  Score: Raw -208137.756605 + Penalty 2545.017473 = -205592.739132
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 85 (7217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196854.440000 sec): 2 clusters
  Score: Raw -696829.455130 + Penalty 1443.681628 = -695385.773502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196854.650000 sec): 3 clusters
  Score: Raw -692959.346294 + Penalty 2887.363256 = -690071.983039
  nChanged 2987
		SP:Iteration 1F (196854.850000 sec): 3 clusters
  Score: Raw -694700.172399 + Penalty 2887.363256 = -691812.809143
  nChanged 642
		SP:Iteration 2F (196855.090000 sec): 3 clusters
  Score: Raw -695210.554676 + Penalty 2887.363256 = -692323.191420
  nChanged 612
		SP:Iteration 3F (196855.300000 sec): 3 clusters
  Score: Raw -695733.763334 + Penalty 2887.363256 = -692846.400078
  nChanged 541
		SP:Iteration 4F (196855.500000 sec): 3 clusters
  Score: Raw -696125.597566 + Penalty 2887.363256 = -693238.234310
  nChanged 429
		SP:Iteration 5F (196855.710000 sec): 3 clusters
  Score: Raw -696392.312862 + Penalty 2887.363256 = -693504.949606
  nChanged 321
		SP:Iteration 6Q (196855.910000 sec): 3 clusters
  Score: Raw -696559.301400 + Penalty 2887.363256 = -693671.938144
  nChanged 219
		SP:Iteration 7Q (196856.110000 sec): 3 clusters
  Score: Raw -696642.258722 + Penalty 2887.363256 = -693754.895466
  nChanged 129
		SP:Iteration 8Q (196856.310000 sec): 3 clusters
  Score: Raw -696685.503473 + Penalty 2887.363256 = -693798.140217
  nChanged 98
		SP:Iteration 9Q (196856.520000 sec): 3 clusters
  Score: Raw -696716.758893 + Penalty 2887.363256 = -693829.395637
  nChanged 85
		SP:Iteration 10Q (196856.720000 sec): 3 clusters
  Score: Raw -696743.074838 + Penalty 2887.363256 = -693855.711582
  nChanged 70
		SP:Iteration 11Q (196856.930000 sec): 3 clusters
  Score: Raw -696761.252122 + Penalty 2887.363256 = -693873.888867
  nChanged 52
		SP:Iteration 12Q (196857.130000 sec): 3 clusters
  Score: Raw -696773.378865 + Penalty 2887.363256 = -693886.015609
  nChanged 37
		SP:Iteration 13Q (196857.330000 sec): 3 clusters
  Score: Raw -696782.989906 + Penalty 2887.363256 = -693895.626651
  nChanged 33
		SP:Iteration 14Q (196857.530000 sec): 3 clusters
  Score: Raw -696791.362179 + Penalty 2887.363256 = -693903.998924
  nChanged 24
		SP:Iteration 15Q (196857.730000 sec): 3 clusters
  Score: Raw -696796.280999 + Penalty 2887.363256 = -693908.917744
  nChanged 22
		SP:Iteration 16Q (196857.940000 sec): 3 clusters
  Score: Raw -696800.078245 + Penalty 2887.363256 = -693912.714989
  nChanged 13
		SP:Iteration 17Q (196858.140000 sec): 3 clusters
  Score: Raw -696802.205118 + Penalty 2887.363256 = -693914.841862
  nChanged 8
		SP:Iteration 18Q (196858.340000 sec): 3 clusters
  Score: Raw -696803.451154 + Penalty 2887.363256 = -693916.087898
  nChanged 8
		SP:Iteration 19Q (196858.550000 sec): 3 clusters
  Score: Raw -696804.517426 + Penalty 2887.363256 = -693917.154171
  nChanged 9
		SP:Iteration 20F (196858.750000 sec): 3 clusters
  Score: Raw -696805.932075 + Penalty 2887.363256 = -693918.568819
  nChanged 9
		SP:Iteration 21Q (196858.950000 sec): 3 clusters
  Score: Raw -696807.142430 + Penalty 2887.363256 = -693919.779174
  nChanged 6
		SP:Iteration 22Q (196859.110000 sec): 3 clusters
  Score: Raw -696807.830435 + Penalty 2887.363256 = -693920.467179
  nChanged 4
		SP:Iteration 23Q (196859.230000 sec): 3 clusters
  Score: Raw -696808.270565 + Penalty 2887.363256 = -693920.907309
  nChanged 2
		SP:Iteration 24Q (196859.350000 sec): 3 clusters
  Score: Raw -696808.572900 + Penalty 2887.363256 = -693921.209644
  nChanged 0
		SP:Iteration 25F (196859.470000 sec): 3 clusters
  Score: Raw -696808.572900 + Penalty 2887.363256 = -693921.209644
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 86 (4404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196859.600000 sec): 2 clusters
  Score: Raw -367312.981807 + Penalty 1363.418631 = -365949.563176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196859.670000 sec): 3 clusters
  Score: Raw -365076.972076 + Penalty 2726.837262 = -362350.134814
  nChanged 1788
		SP:Iteration 1F (196859.760000 sec): 3 clusters
  Score: Raw -366425.901320 + Penalty 2726.837262 = -363699.064058
  nChanged 459
		SP:Iteration 2F (196859.840000 sec): 3 clusters
  Score: Raw -366976.383804 + Penalty 2726.837262 = -364249.546542
  nChanged 403
		SP:Iteration 3F (196859.920000 sec): 3 clusters
  Score: Raw -367392.120797 + Penalty 2726.837262 = -364665.283535
  nChanged 293
		SP:Iteration 4F (196860.010000 sec): 3 clusters
  Score: Raw -367664.184109 + Penalty 2726.837262 = -364937.346847
  nChanged 213
		SP:Iteration 5Q (196860.090000 sec): 3 clusters
  Score: Raw -367836.657716 + Penalty 2726.837262 = -365109.820454
  nChanged 169
		SP:Iteration 6Q (196860.170000 sec): 3 clusters
  Score: Raw -367949.899228 + Penalty 2726.837262 = -365223.061966
  nChanged 126
		SP:Iteration 7Q (196860.250000 sec): 3 clusters
  Score: Raw -368027.262218 + Penalty 2726.837262 = -365300.424956
  nChanged 108
		SP:Iteration 8Q (196860.330000 sec): 3 clusters
  Score: Raw -368094.154178 + Penalty 2726.837262 = -365367.316917
  nChanged 77
		SP:Iteration 9Q (196860.420000 sec): 3 clusters
  Score: Raw -368136.474167 + Penalty 2726.837262 = -365409.636906
  nChanged 59
		SP:Iteration 10Q (196860.500000 sec): 3 clusters
  Score: Raw -368165.921629 + Penalty 2726.837262 = -365439.084367
  nChanged 41
		SP:Iteration 11Q (196860.580000 sec): 3 clusters
  Score: Raw -368180.017566 + Penalty 2726.837262 = -365453.180304
  nChanged 32
		SP:Iteration 12Q (196860.660000 sec): 3 clusters
  Score: Raw -368190.824541 + Penalty 2726.837262 = -365463.987279
  nChanged 28
		SP:Iteration 13Q (196860.740000 sec): 3 clusters
  Score: Raw -368198.505566 + Penalty 2726.837262 = -365471.668305
  nChanged 28
		SP:Iteration 14Q (196860.820000 sec): 3 clusters
  Score: Raw -368205.880969 + Penalty 2726.837262 = -365479.043708
  nChanged 11
		SP:Iteration 15Q (196860.910000 sec): 3 clusters
  Score: Raw -368209.352004 + Penalty 2726.837262 = -365482.514742
  nChanged 17
		SP:Iteration 16Q (196860.990000 sec): 3 clusters
  Score: Raw -368214.847114 + Penalty 2726.837262 = -365488.009853
  nChanged 20
		SP:Iteration 17Q (196861.180000 sec): 3 clusters
  Score: Raw -368220.567656 + Penalty 2726.837262 = -365493.730394
  nChanged 14
		SP:Iteration 18Q (196861.260000 sec): 3 clusters
  Score: Raw -368223.535645 + Penalty 2726.837262 = -365496.698384
  nChanged 5
		SP:Iteration 19Q (196861.350000 sec): 3 clusters
  Score: Raw -368225.026024 + Penalty 2726.837262 = -365498.188762
  nChanged 7
		SP:Iteration 20F (196861.430000 sec): 3 clusters
  Score: Raw -368226.382910 + Penalty 2726.837262 = -365499.545648
  nChanged 7
		SP:Iteration 21Q (196861.510000 sec): 3 clusters
  Score: Raw -368229.015936 + Penalty 2726.837262 = -365502.178674
  nChanged 7
		SP:Iteration 22Q (196861.590000 sec): 3 clusters
  Score: Raw -368230.130764 + Penalty 2726.837262 = -365503.293502
  nChanged 2
		SP:Iteration 23Q (196861.680000 sec): 3 clusters
  Score: Raw -368230.686345 + Penalty 2726.837262 = -365503.849084
  nChanged 4
		SP:Iteration 24Q (196861.760000 sec): 3 clusters
  Score: Raw -368231.253296 + Penalty 2726.837262 = -365504.416034
  nChanged 3
		SP:Iteration 25Q (196861.910000 sec): 3 clusters
  Score: Raw -368231.901483 + Penalty 2726.837262 = -365505.064221
  nChanged 3
		SP:Iteration 26Q (196862.070000 sec): 3 clusters
  Score: Raw -368232.222751 + Penalty 2726.837262 = -365505.385489
  nChanged 1
		SP:Iteration 27Q (196862.250000 sec): 3 clusters
  Score: Raw -368232.447860 + Penalty 2726.837262 = -365505.610598
  nChanged 1
		SP:Iteration 28Q (196862.420000 sec): 3 clusters
  Score: Raw -368232.708701 + Penalty 2726.837262 = -365505.871439
  nChanged 0
		SP:Iteration 29F (196862.600000 sec): 3 clusters
  Score: Raw -368232.708701 + Penalty 2726.837262 = -365505.871439
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 87 (2217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196862.680000 sec): 2 clusters
  Score: Raw -181630.925180 + Penalty 1251.885409 = -180379.039771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196862.740000 sec): 3 clusters
  Score: Raw -180625.594107 + Penalty 2503.770818 = -178121.823289
  nChanged 814
		SP:Iteration 1F (196862.780000 sec): 3 clusters
  Score: Raw -181207.385322 + Penalty 2503.770818 = -178703.614504
  nChanged 207
		SP:Iteration 2F (196862.820000 sec): 3 clusters
  Score: Raw -181415.267281 + Penalty 2503.770818 = -178911.496463
  nChanged 146
		SP:Iteration 3F (196862.870000 sec): 3 clusters
  Score: Raw -181547.010654 + Penalty 2503.770818 = -179043.239836
  nChanged 103
		SP:Iteration 4Q (196862.910000 sec): 3 clusters
  Score: Raw -181631.299577 + Penalty 2503.770818 = -179127.528759
  nChanged 83
		SP:Iteration 5Q (196862.950000 sec): 3 clusters
  Score: Raw -181700.187643 + Penalty 2503.770818 = -179196.416825
  nChanged 67
		SP:Iteration 6Q (196862.990000 sec): 3 clusters
  Score: Raw -181761.792806 + Penalty 2503.770818 = -179258.021988
  nChanged 64
		SP:Iteration 7Q (196863.040000 sec): 3 clusters
  Score: Raw -181826.748302 + Penalty 2503.770818 = -179322.977484
  nChanged 68
		SP:Iteration 8Q (196863.080000 sec): 3 clusters
  Score: Raw -181899.695210 + Penalty 2503.770818 = -179395.924392
  nChanged 57
		SP:Iteration 9Q (196863.120000 sec): 3 clusters
  Score: Raw -181970.329264 + Penalty 2503.770818 = -179466.558446
  nChanged 64
		SP:Iteration 10Q (196863.160000 sec): 3 clusters
  Score: Raw -182031.318934 + Penalty 2503.770818 = -179527.548115
  nChanged 57
		SP:Iteration 11Q (196863.200000 sec): 3 clusters
  Score: Raw -182084.020942 + Penalty 2503.770818 = -179580.250124
  nChanged 52
		SP:Iteration 12Q (196863.240000 sec): 3 clusters
  Score: Raw -182149.293962 + Penalty 2503.770818 = -179645.523144
  nChanged 51
		SP:Iteration 13Q (196863.290000 sec): 3 clusters
  Score: Raw -182195.840160 + Penalty 2503.770818 = -179692.069342
  nChanged 40
		SP:Iteration 14Q (196863.330000 sec): 3 clusters
  Score: Raw -182227.664979 + Penalty 2503.770818 = -179723.894161
  nChanged 40
		SP:Iteration 15Q (196863.370000 sec): 3 clusters
  Score: Raw -182251.920970 + Penalty 2503.770818 = -179748.150152
  nChanged 30
		SP:Iteration 16Q (196863.420000 sec): 3 clusters
  Score: Raw -182277.183403 + Penalty 2503.770818 = -179773.412585
  nChanged 30
		SP:Iteration 17Q (196863.460000 sec): 3 clusters
  Score: Raw -182303.795168 + Penalty 2503.770818 = -179800.024350
  nChanged 29
		SP:Iteration 18Q (196863.500000 sec): 3 clusters
  Score: Raw -182324.453655 + Penalty 2503.770818 = -179820.682836
  nChanged 22
		SP:Iteration 19Q (196863.540000 sec): 3 clusters
  Score: Raw -182342.149205 + Penalty 2503.770818 = -179838.378387
  nChanged 11
		SP:Iteration 20F (196863.580000 sec): 3 clusters
  Score: Raw -182356.344673 + Penalty 2503.770818 = -179852.573855
  nChanged 18
		SP:Iteration 21Q (196863.620000 sec): 3 clusters
  Score: Raw -182373.122266 + Penalty 2503.770818 = -179869.351448
  nChanged 18
		SP:Iteration 22Q (196863.670000 sec): 3 clusters
  Score: Raw -182390.992776 + Penalty 2503.770818 = -179887.221958
  nChanged 17
		SP:Iteration 23Q (196863.710000 sec): 3 clusters
  Score: Raw -182402.961358 + Penalty 2503.770818 = -179899.190540
  nChanged 11
		SP:Iteration 24Q (196863.750000 sec): 3 clusters
  Score: Raw -182407.947412 + Penalty 2503.770818 = -179904.176594
  nChanged 3
		SP:Iteration 25Q (196863.800000 sec): 3 clusters
  Score: Raw -182411.184170 + Penalty 2503.770818 = -179907.413352
  nChanged 6
		SP:Iteration 26Q (196863.840000 sec): 3 clusters
  Score: Raw -182414.542519 + Penalty 2503.770818 = -179910.771700
  nChanged 6
		SP:Iteration 27Q (196863.880000 sec): 3 clusters
  Score: Raw -182416.839573 + Penalty 2503.770818 = -179913.068755
  nChanged 4
		SP:Iteration 28Q (196864.030000 sec): 3 clusters
  Score: Raw -182419.560758 + Penalty 2503.770818 = -179915.789940
  nChanged 4
		SP:Iteration 29Q (196864.200000 sec): 3 clusters
  Score: Raw -182420.980024 + Penalty 2503.770818 = -179917.209206
  nChanged 4
		SP:Iteration 30Q (196864.340000 sec): 3 clusters
  Score: Raw -182422.451674 + Penalty 2503.770818 = -179918.680856
  nChanged 4
		SP:Iteration 31Q (196864.380000 sec): 3 clusters
  Score: Raw -182423.958872 + Penalty 2503.770818 = -179920.188054
  nChanged 4
		SP:Iteration 32Q (196864.420000 sec): 3 clusters
  Score: Raw -182425.904619 + Penalty 2503.770818 = -179922.133801
  nChanged 3
		SP:Iteration 33Q (196864.460000 sec): 3 clusters
  Score: Raw -182426.793785 + Penalty 2503.770818 = -179923.022967
  nChanged 3
		SP:Iteration 34Q (196864.510000 sec): 3 clusters
  Score: Raw -182429.348392 + Penalty 2503.770818 = -179925.577574
  nChanged 5
		SP:Iteration 35Q (196864.550000 sec): 3 clusters
  Score: Raw -182431.428208 + Penalty 2503.770818 = -179927.657390
  nChanged 2
		SP:Iteration 36Q (196864.590000 sec): 3 clusters
  Score: Raw -182432.852371 + Penalty 2503.770818 = -179929.081553
  nChanged 2
		SP:Iteration 37Q (196864.630000 sec): 3 clusters
  Score: Raw -182433.653980 + Penalty 2503.770818 = -179929.883162
  nChanged 5
		SP:Iteration 38Q (196864.670000 sec): 3 clusters
  Score: Raw -182436.296005 + Penalty 2503.770818 = -179932.525187
  nChanged 9
		SP:Iteration 39Q (196864.710000 sec): 3 clusters
  Score: Raw -182441.897893 + Penalty 2503.770818 = -179938.127075
  nChanged 10
		SP:Iteration 40F (196864.760000 sec): 3 clusters
  Score: Raw -182448.093459 + Penalty 2503.770818 = -179944.322640
  nChanged 9
		SP:Iteration 41Q (196864.800000 sec): 3 clusters
  Score: Raw -182452.561831 + Penalty 2503.770818 = -179948.791013
  nChanged 2
		SP:Iteration 42Q (196864.840000 sec): 3 clusters
  Score: Raw -182453.189723 + Penalty 2503.770818 = -179949.418905
  nChanged 1
		SP:Iteration 43Q (196864.880000 sec): 3 clusters
  Score: Raw -182453.495438 + Penalty 2503.770818 = -179949.724619
  nChanged 1
		SP:Iteration 44Q (196864.930000 sec): 3 clusters
  Score: Raw -182453.744634 + Penalty 2503.770818 = -179949.973816
  nChanged 2
		SP:Iteration 45Q (196864.970000 sec): 3 clusters
  Score: Raw -182454.538342 + Penalty 2503.770818 = -179950.767524
  nChanged 2
		SP:Iteration 46Q (196865.010000 sec): 3 clusters
  Score: Raw -182456.395018 + Penalty 2503.770818 = -179952.624200
  nChanged 2
		SP:Iteration 47Q (196865.050000 sec): 3 clusters
  Score: Raw -182456.907815 + Penalty 2503.770818 = -179953.136997
  nChanged 1
		SP:Iteration 48Q (196865.090000 sec): 3 clusters
  Score: Raw -182457.624308 + Penalty 2503.770818 = -179953.853490
  nChanged 0
		SP:Iteration 49F (196865.130000 sec): 3 clusters
  Score: Raw -182457.624308 + Penalty 2503.770818 = -179953.853490
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 88 (6266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196865.250000 sec): 2 clusters
  Score: Raw -540151.708547 + Penalty 1420.720189 = -538730.988358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196865.500000 sec): 3 clusters
  Score: Raw -536835.817193 + Penalty 2841.440378 = -533994.376815
  nChanged 2573
		SP:Iteration 1F (196865.710000 sec): 3 clusters
  Score: Raw -538358.453135 + Penalty 2841.440378 = -535517.012756
  nChanged 532
		SP:Iteration 2F (196865.880000 sec): 3 clusters
  Score: Raw -538744.759583 + Penalty 2841.440378 = -535903.319205
  nChanged 443
		SP:Iteration 3F (196866.060000 sec): 3 clusters
  Score: Raw -539079.568467 + Penalty 2841.440378 = -536238.128088
  nChanged 380
		SP:Iteration 4F (196866.230000 sec): 3 clusters
  Score: Raw -539386.524798 + Penalty 2841.440378 = -536545.084420
  nChanged 351
		SP:Iteration 5F (196866.390000 sec): 3 clusters
  Score: Raw -539655.723779 + Penalty 2841.440378 = -536814.283401
  nChanged 302
		SP:Iteration 6Q (196866.610000 sec): 3 clusters
  Score: Raw -539905.577403 + Penalty 2841.440378 = -537064.137024
  nChanged 251
		SP:Iteration 7Q (196866.730000 sec): 3 clusters
  Score: Raw -540072.399964 + Penalty 2841.440378 = -537230.959586
  nChanged 211
		SP:Iteration 8Q (196866.910000 sec): 3 clusters
  Score: Raw -540199.521554 + Penalty 2841.440378 = -537358.081176
  nChanged 151
		SP:Iteration 9Q (196867.070000 sec): 3 clusters
  Score: Raw -540274.306125 + Penalty 2841.440378 = -537432.865747
  nChanged 104
		SP:Iteration 10Q (196867.240000 sec): 3 clusters
  Score: Raw -540315.307029 + Penalty 2841.440378 = -537473.866651
  nChanged 77
		SP:Iteration 11Q (196867.410000 sec): 3 clusters
  Score: Raw -540347.837911 + Penalty 2841.440378 = -537506.397533
  nChanged 74
		SP:Iteration 12Q (196867.570000 sec): 3 clusters
  Score: Raw -540382.435550 + Penalty 2841.440378 = -537540.995172
  nChanged 67
		SP:Iteration 13Q (196867.740000 sec): 3 clusters
  Score: Raw -540410.875060 + Penalty 2841.440378 = -537569.434681
  nChanged 71
		SP:Iteration 14Q (196867.900000 sec): 3 clusters
  Score: Raw -540436.826585 + Penalty 2841.440378 = -537595.386207
  nChanged 60
		SP:Iteration 15Q (196868.110000 sec): 3 clusters
  Score: Raw -540457.054692 + Penalty 2841.440378 = -537615.614314
  nChanged 48
		SP:Iteration 16Q (196868.280000 sec): 3 clusters
  Score: Raw -540470.655143 + Penalty 2841.440378 = -537629.214765
  nChanged 39
		SP:Iteration 17Q (196868.510000 sec): 3 clusters
  Score: Raw -540482.761917 + Penalty 2841.440378 = -537641.321539
  nChanged 35
		SP:Iteration 18Q (196868.700000 sec): 3 clusters
  Score: Raw -540494.658176 + Penalty 2841.440378 = -537653.217798
  nChanged 37
		SP:Iteration 19Q (196868.910000 sec): 3 clusters
  Score: Raw -540510.159492 + Penalty 2841.440378 = -537668.719113
  nChanged 51
		SP:Iteration 20F (196869.080000 sec): 3 clusters
  Score: Raw -540531.218893 + Penalty 2841.440378 = -537689.778515
  nChanged 46
		SP:Iteration 21Q (196869.260000 sec): 3 clusters
  Score: Raw -540546.396076 + Penalty 2841.440378 = -537704.955698
  nChanged 34
		SP:Iteration 22Q (196869.430000 sec): 3 clusters
  Score: Raw -540555.125949 + Penalty 2841.440378 = -537713.685571
  nChanged 23
		SP:Iteration 23Q (196869.640000 sec): 3 clusters
  Score: Raw -540560.450144 + Penalty 2841.440378 = -537719.009765
  nChanged 19
		SP:Iteration 24Q (196869.770000 sec): 3 clusters
  Score: Raw -540564.540621 + Penalty 2841.440378 = -537723.100243
  nChanged 17
		SP:Iteration 25Q (196869.950000 sec): 3 clusters
  Score: Raw -540568.999337 + Penalty 2841.440378 = -537727.558958
  nChanged 14
		SP:Iteration 26Q (196870.160000 sec): 3 clusters
  Score: Raw -540572.974761 + Penalty 2841.440378 = -537731.534383
  nChanged 19
		SP:Iteration 27Q (196870.320000 sec): 3 clusters
  Score: Raw -540577.820992 + Penalty 2841.440378 = -537736.380614
  nChanged 8
		SP:Iteration 28Q (196870.490000 sec): 3 clusters
  Score: Raw -540580.310963 + Penalty 2841.440378 = -537738.870585
  nChanged 8
		SP:Iteration 29Q (196870.650000 sec): 3 clusters
  Score: Raw -540581.979576 + Penalty 2841.440378 = -537740.539198
  nChanged 8
		SP:Iteration 30Q (196870.810000 sec): 3 clusters
  Score: Raw -540583.709725 + Penalty 2841.440378 = -537742.269347
  nChanged 2
		SP:Iteration 31Q (196870.980000 sec): 3 clusters
  Score: Raw -540584.183543 + Penalty 2841.440378 = -537742.743165
  nChanged 2
		SP:Iteration 32Q (196871.150000 sec): 3 clusters
  Score: Raw -540584.447350 + Penalty 2841.440378 = -537743.006972
  nChanged 1
		SP:Iteration 33Q (196871.310000 sec): 3 clusters
  Score: Raw -540584.563970 + Penalty 2841.440378 = -537743.123591
  nChanged 2
		SP:Iteration 34Q (196871.520000 sec): 3 clusters
  Score: Raw -540585.022699 + Penalty 2841.440378 = -537743.582321
  nChanged 3
		SP:Iteration 35Q (196871.730000 sec): 3 clusters
  Score: Raw -540585.683280 + Penalty 2841.440378 = -537744.242902
  nChanged 5
		SP:Iteration 36Q (196871.910000 sec): 3 clusters
  Score: Raw -540586.507182 + Penalty 2841.440378 = -537745.066803
  nChanged 4
		SP:Iteration 37Q (196872.130000 sec): 3 clusters
  Score: Raw -540587.294356 + Penalty 2841.440378 = -537745.853978
  nChanged 5
		SP:Iteration 38Q (196872.300000 sec): 3 clusters
  Score: Raw -540588.388976 + Penalty 2841.440378 = -537746.948598
  nChanged 4
		SP:Iteration 39Q (196872.480000 sec): 3 clusters
  Score: Raw -540589.027270 + Penalty 2841.440378 = -537747.586892
  nChanged 5
		SP:Iteration 40F (196872.610000 sec): 3 clusters
  Score: Raw -540589.679927 + Penalty 2841.440378 = -537748.239549
  nChanged 7
		SP:Iteration 41Q (196872.780000 sec): 3 clusters
  Score: Raw -540591.018464 + Penalty 2841.440378 = -537749.578085
  nChanged 6
		SP:Iteration 42Q (196872.950000 sec): 3 clusters
  Score: Raw -540592.361672 + Penalty 2841.440378 = -537750.921294
  nChanged 5
		SP:Iteration 43Q (196873.110000 sec): 3 clusters
  Score: Raw -540593.277821 + Penalty 2841.440378 = -537751.837443
  nChanged 6
		SP:Iteration 44Q (196873.280000 sec): 3 clusters
  Score: Raw -540594.278896 + Penalty 2841.440378 = -537752.838518
  nChanged 8
		SP:Iteration 45Q (196873.440000 sec): 3 clusters
  Score: Raw -540595.980650 + Penalty 2841.440378 = -537754.540272
  nChanged 6
		SP:Iteration 46Q (196873.650000 sec): 3 clusters
  Score: Raw -540596.743191 + Penalty 2841.440378 = -537755.302813
  nChanged 0
		SP:Iteration 47F (196873.820000 sec): 3 clusters
  Score: Raw -540596.743191 + Penalty 2841.440378 = -537755.302813
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 89 (9985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196873.920000 sec): 2 clusters
  Score: Raw -913799.885506 + Penalty 1496.436377 = -912303.449129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196874.170000 sec): 3 clusters
  Score: Raw -908208.806729 + Penalty 2992.872755 = -905215.933975
  nChanged 4278
		SP:Iteration 1F (196874.390000 sec): 3 clusters
  Score: Raw -910550.789569 + Penalty 2992.872755 = -907557.916814
  nChanged 655
		SP:Iteration 2F (196874.610000 sec): 3 clusters
  Score: Raw -910848.768335 + Penalty 2992.872755 = -907855.895580
  nChanged 540
		SP:Iteration 3F (196874.840000 sec): 3 clusters
  Score: Raw -911066.880315 + Penalty 2992.872755 = -908074.007560
  nChanged 463
		SP:Iteration 4Q (196875.070000 sec): 3 clusters
  Score: Raw -911287.770466 + Penalty 2992.872755 = -908294.897711
  nChanged 525
		SP:Iteration 5F (196875.290000 sec): 3 clusters
  Score: Raw -911566.923243 + Penalty 2992.872755 = -908574.050488
  nChanged 559
		SP:Iteration 6F (196875.520000 sec): 3 clusters
  Score: Raw -911890.821147 + Penalty 2992.872755 = -908897.948392
  nChanged 524
		SP:Iteration 7F (196875.750000 sec): 3 clusters
  Score: Raw -912167.372788 + Penalty 2992.872755 = -909174.500033
  nChanged 450
		SP:Iteration 8Q (196875.970000 sec): 3 clusters
  Score: Raw -912386.988570 + Penalty 2992.872755 = -909394.115815
  nChanged 374
		SP:Iteration 9Q (196876.200000 sec): 3 clusters
  Score: Raw -912565.839091 + Penalty 2992.872755 = -909572.966336
  nChanged 313
		SP:Iteration 10Q (196876.430000 sec): 3 clusters
  Score: Raw -912692.079199 + Penalty 2992.872755 = -909699.206444
  nChanged 234
		SP:Iteration 11Q (196876.650000 sec): 3 clusters
  Score: Raw -912765.802331 + Penalty 2992.872755 = -909772.929576
  nChanged 183
		SP:Iteration 12Q (196876.880000 sec): 3 clusters
  Score: Raw -912822.956403 + Penalty 2992.872755 = -909830.083648
  nChanged 159
		SP:Iteration 13Q (196877.100000 sec): 3 clusters
  Score: Raw -912869.772047 + Penalty 2992.872755 = -909876.899292
  nChanged 137
		SP:Iteration 14Q (196877.330000 sec): 3 clusters
  Score: Raw -912905.363442 + Penalty 2992.872755 = -909912.490687
  nChanged 122
		SP:Iteration 15Q (196877.560000 sec): 3 clusters
  Score: Raw -912930.912542 + Penalty 2992.872755 = -909938.039787
  nChanged 99
		SP:Iteration 16Q (196877.780000 sec): 3 clusters
  Score: Raw -912952.671654 + Penalty 2992.872755 = -909959.798900
  nChanged 94
		SP:Iteration 17Q (196878.000000 sec): 3 clusters
  Score: Raw -912972.960055 + Penalty 2992.872755 = -909980.087300
  nChanged 79
		SP:Iteration 18Q (196878.230000 sec): 3 clusters
  Score: Raw -912989.630667 + Penalty 2992.872755 = -909996.757912
  nChanged 73
		SP:Iteration 19Q (196878.450000 sec): 3 clusters
  Score: Raw -913004.553460 + Penalty 2992.872755 = -910011.680705
  nChanged 64
		SP:Iteration 20F (196878.680000 sec): 3 clusters
  Score: Raw -913017.425464 + Penalty 2992.872755 = -910024.552709
  nChanged 60
		SP:Iteration 21Q (196878.900000 sec): 3 clusters
  Score: Raw -913033.031983 + Penalty 2992.872755 = -910040.159228
  nChanged 60
		SP:Iteration 22Q (196879.120000 sec): 3 clusters
  Score: Raw -913047.241469 + Penalty 2992.872755 = -910054.368714
  nChanged 62
		SP:Iteration 23Q (196879.390000 sec): 3 clusters
  Score: Raw -913062.389402 + Penalty 2992.872755 = -910069.516647
  nChanged 71
		SP:Iteration 24Q (196879.620000 sec): 3 clusters
  Score: Raw -913077.941571 + Penalty 2992.872755 = -910085.068816
  nChanged 54
		SP:Iteration 25Q (196879.840000 sec): 3 clusters
  Score: Raw -913090.723289 + Penalty 2992.872755 = -910097.850534
  nChanged 67
		SP:Iteration 26Q (196880.070000 sec): 3 clusters
  Score: Raw -913107.637090 + Penalty 2992.872755 = -910114.764336
  nChanged 82
		SP:Iteration 27Q (196880.300000 sec): 3 clusters
  Score: Raw -913128.952722 + Penalty 2992.872755 = -910136.079967
  nChanged 80
		SP:Iteration 28Q (196880.530000 sec): 3 clusters
  Score: Raw -913151.363259 + Penalty 2992.872755 = -910158.490504
  nChanged 74
		SP:Iteration 29Q (196880.770000 sec): 3 clusters
  Score: Raw -913171.657547 + Penalty 2992.872755 = -910178.784793
  nChanged 78
		SP:Iteration 30Q (196881.040000 sec): 3 clusters
  Score: Raw -913193.966359 + Penalty 2992.872755 = -910201.093604
  nChanged 76
		SP:Iteration 31Q (196881.260000 sec): 3 clusters
  Score: Raw -913215.767747 + Penalty 2992.872755 = -910222.894992
  nChanged 67
		SP:Iteration 32Q (196881.490000 sec): 3 clusters
  Score: Raw -913233.375819 + Penalty 2992.872755 = -910240.503064
  nChanged 64
		SP:Iteration 33Q (196881.710000 sec): 3 clusters
  Score: Raw -913249.389967 + Penalty 2992.872755 = -910256.517212
  nChanged 66
		SP:Iteration 34Q (196881.940000 sec): 3 clusters
  Score: Raw -913267.769351 + Penalty 2992.872755 = -910274.896596
  nChanged 55
		SP:Iteration 35Q (196882.170000 sec): 3 clusters
  Score: Raw -913283.616971 + Penalty 2992.872755 = -910290.744216
  nChanged 56
		SP:Iteration 36Q (196882.400000 sec): 3 clusters
  Score: Raw -913298.628842 + Penalty 2992.872755 = -910305.756087
  nChanged 51
		SP:Iteration 37Q (196882.630000 sec): 3 clusters
  Score: Raw -913311.745569 + Penalty 2992.872755 = -910318.872815
  nChanged 51
		SP:Iteration 38Q (196882.850000 sec): 3 clusters
  Score: Raw -913323.203718 + Penalty 2992.872755 = -910330.330963
  nChanged 41
		SP:Iteration 39Q (196883.080000 sec): 3 clusters
  Score: Raw -913333.361553 + Penalty 2992.872755 = -910340.488798
  nChanged 45
		SP:Iteration 40F (196883.310000 sec): 3 clusters
  Score: Raw -913342.462965 + Penalty 2992.872755 = -910349.590210
  nChanged 32
		SP:Iteration 41Q (196883.530000 sec): 3 clusters
  Score: Raw -913350.470746 + Penalty 2992.872755 = -910357.597991
  nChanged 43
		SP:Iteration 42Q (196883.760000 sec): 3 clusters
  Score: Raw -913359.186405 + Penalty 2992.872755 = -910366.313650
  nChanged 29
		SP:Iteration 43Q (196883.990000 sec): 3 clusters
  Score: Raw -913366.196665 + Penalty 2992.872755 = -910373.323910
  nChanged 43
		SP:Iteration 44Q (196884.220000 sec): 3 clusters
  Score: Raw -913376.210583 + Penalty 2992.872755 = -910383.337828
  nChanged 38
		SP:Iteration 45Q (196884.450000 sec): 3 clusters
  Score: Raw -913384.138233 + Penalty 2992.872755 = -910391.265478
  nChanged 35
		SP:Iteration 46Q (196884.670000 sec): 3 clusters
  Score: Raw -913393.295003 + Penalty 2992.872755 = -910400.422248
  nChanged 45
		SP:Iteration 47Q (196884.940000 sec): 3 clusters
  Score: Raw -913405.302751 + Penalty 2992.872755 = -910412.429996
  nChanged 43
		SP:Iteration 48Q (196885.170000 sec): 3 clusters
  Score: Raw -913417.615570 + Penalty 2992.872755 = -910424.742815
  nChanged 49
		SP:Iteration 49Q (196885.390000 sec): 3 clusters
  Score: Raw -913432.954935 + Penalty 2992.872755 = -910440.082180
  nChanged 57
		SP:Iteration 50Q (196885.610000 sec): 3 clusters
  Score: Raw -913450.290983 + Penalty 2992.872755 = -910457.418228
  nChanged 50
		SP:Iteration 51Q (196885.840000 sec): 3 clusters
  Score: Raw -913465.956149 + Penalty 2992.872755 = -910473.083394
  nChanged 55
		SP:Iteration 52Q (196886.060000 sec): 3 clusters
  Score: Raw -913485.416394 + Penalty 2992.872755 = -910492.543639
  nChanged 59
		SP:Iteration 53Q (196886.290000 sec): 3 clusters
  Score: Raw -913503.243001 + Penalty 2992.872755 = -910510.370246
  nChanged 53
		SP:Iteration 54Q (196886.510000 sec): 3 clusters
  Score: Raw -913521.547902 + Penalty 2992.872755 = -910528.675147
  nChanged 62
		SP:Iteration 55Q (196886.740000 sec): 3 clusters
  Score: Raw -913545.780068 + Penalty 2992.872755 = -910552.907313
  nChanged 71
		SP:Iteration 56Q (196886.970000 sec): 3 clusters
  Score: Raw -913572.813598 + Penalty 2992.872755 = -910579.940843
  nChanged 76
		SP:Iteration 57Q (196887.200000 sec): 3 clusters
  Score: Raw -913603.937467 + Penalty 2992.872755 = -910611.064712
  nChanged 75
		SP:Iteration 58Q (196887.430000 sec): 3 clusters
  Score: Raw -913636.011364 + Penalty 2992.872755 = -910643.138609
  nChanged 66
		SP:Iteration 59Q (196887.650000 sec): 3 clusters
  Score: Raw -913667.121004 + Penalty 2992.872755 = -910674.248249
  nChanged 67
		SP:Iteration 60F (196887.880000 sec): 3 clusters
  Score: Raw -913702.163149 + Penalty 2992.872755 = -910709.290395
  nChanged 75
		SP:Iteration 61Q (196888.110000 sec): 3 clusters
  Score: Raw -913742.193333 + Penalty 2992.872755 = -910749.320578
  nChanged 63
		SP:Iteration 62Q (196888.330000 sec): 3 clusters
  Score: Raw -913777.660212 + Penalty 2992.872755 = -910784.787457
  nChanged 68
		SP:Iteration 63Q (196888.560000 sec): 3 clusters
  Score: Raw -913821.572011 + Penalty 2992.872755 = -910828.699257
  nChanged 61
		SP:Iteration 64Q (196888.790000 sec): 3 clusters
  Score: Raw -913862.594939 + Penalty 2992.872755 = -910869.722184
  nChanged 56
		SP:Iteration 65Q (196889.010000 sec): 3 clusters
  Score: Raw -913896.749612 + Penalty 2992.872755 = -910903.876857
  nChanged 40
		SP:Iteration 66Q (196889.230000 sec): 3 clusters
  Score: Raw -913917.611686 + Penalty 2992.872755 = -910924.738932
  nChanged 33
		SP:Iteration 67Q (196889.460000 sec): 3 clusters
  Score: Raw -913934.314400 + Penalty 2992.872755 = -910941.441646
  nChanged 31
		SP:Iteration 68Q (196889.680000 sec): 3 clusters
  Score: Raw -913950.527589 + Penalty 2992.872755 = -910957.654834
  nChanged 20
		SP:Iteration 69Q (196889.910000 sec): 3 clusters
  Score: Raw -913965.412041 + Penalty 2992.872755 = -910972.539286
  nChanged 31
		SP:Iteration 70Q (196890.130000 sec): 3 clusters
  Score: Raw -913988.063474 + Penalty 2992.872755 = -910995.190719
  nChanged 27
		SP:Iteration 71Q (196890.360000 sec): 3 clusters
  Score: Raw -914008.800578 + Penalty 2992.872755 = -911015.927824
  nChanged 29
		SP:Iteration 72Q (196890.590000 sec): 3 clusters
  Score: Raw -914033.838860 + Penalty 2992.872755 = -911040.966105
  nChanged 22
		SP:Iteration 73Q (196890.850000 sec): 3 clusters
  Score: Raw -914048.071626 + Penalty 2992.872755 = -911055.198871
  nChanged 20
		SP:Iteration 74Q (196891.090000 sec): 3 clusters
  Score: Raw -914062.769252 + Penalty 2992.872755 = -911069.896498
  nChanged 21
		SP:Iteration 75Q (196891.310000 sec): 3 clusters
  Score: Raw -914077.856867 + Penalty 2992.872755 = -911084.984112
  nChanged 14
		SP:Iteration 76Q (196891.550000 sec): 3 clusters
  Score: Raw -914087.914018 + Penalty 2992.872755 = -911095.041263
  nChanged 12
		SP:Iteration 77Q (196891.780000 sec): 3 clusters
  Score: Raw -914095.000545 + Penalty 2992.872755 = -911102.127790
  nChanged 15
		SP:Iteration 78Q (196892.010000 sec): 3 clusters
  Score: Raw -914103.349986 + Penalty 2992.872755 = -911110.477231
  nChanged 16
		SP:Iteration 79Q (196892.240000 sec): 3 clusters
  Score: Raw -914116.648710 + Penalty 2992.872755 = -911123.775955
  nChanged 16
		SP:Iteration 80F (196892.460000 sec): 3 clusters
  Score: Raw -914127.775879 + Penalty 2992.872755 = -911134.903124
  nChanged 13
		SP:Iteration 81Q (196892.690000 sec): 3 clusters
  Score: Raw -914137.488288 + Penalty 2992.872755 = -911144.615534
  nChanged 7
		SP:Iteration 82Q (196892.930000 sec): 3 clusters
  Score: Raw -914142.496135 + Penalty 2992.872755 = -911149.623380
  nChanged 4
		SP:Iteration 83Q (196893.150000 sec): 3 clusters
  Score: Raw -914144.447028 + Penalty 2992.872755 = -911151.574273
  nChanged 3
		SP:Iteration 84Q (196893.380000 sec): 3 clusters
  Score: Raw -914146.379927 + Penalty 2992.872755 = -911153.507172
  nChanged 6
		SP:Iteration 85Q (196893.610000 sec): 3 clusters
  Score: Raw -914149.679044 + Penalty 2992.872755 = -911156.806289
  nChanged 1
		SP:Iteration 86Q (196893.830000 sec): 3 clusters
  Score: Raw -914150.106198 + Penalty 2992.872755 = -911157.233443
  nChanged 0
		SP:Iteration 87F (196894.060000 sec): 3 clusters
  Score: Raw -914150.106198 + Penalty 2992.872755 = -911157.233443
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 90 (470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196894.130000 sec): 2 clusters
  Score: Raw -31910.277257 + Penalty 999.819063 = -30910.458194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196894.310000 sec): 3 clusters
  Score: Raw -31891.007483 + Penalty 1999.638126 = -29891.369358
  nChanged 109
		SP:Iteration 1F (196894.490000 sec): 3 clusters
  Score: Raw -32061.059116 + Penalty 1999.638126 = -30061.420990
  nChanged 27
		SP:Iteration 2F (196894.660000 sec): 3 clusters
  Score: Raw -32108.451159 + Penalty 1999.638126 = -30108.813033
  nChanged 19
		SP:Iteration 3Q (196894.840000 sec): 3 clusters
  Score: Raw -32144.699839 + Penalty 1999.638126 = -30145.061713
  nChanged 14
		SP:Iteration 4Q (196895.010000 sec): 3 clusters
  Score: Raw -32173.034136 + Penalty 1999.638126 = -30173.396010
  nChanged 5
		SP:Iteration 5Q (196895.190000 sec): 3 clusters
  Score: Raw -32180.904944 + Penalty 1999.638126 = -30181.266818
  nChanged 4
		SP:Iteration 6Q (196895.370000 sec): 3 clusters
  Score: Raw -32187.953583 + Penalty 1999.638126 = -30188.315457
  nChanged 4
		SP:Iteration 7Q (196895.540000 sec): 3 clusters
  Score: Raw -32192.617599 + Penalty 1999.638126 = -30192.979474
  nChanged 2
		SP:Iteration 8Q (196895.710000 sec): 3 clusters
  Score: Raw -32194.881422 + Penalty 1999.638126 = -30195.243296
  nChanged 3
		SP:Iteration 9Q (196895.890000 sec): 3 clusters
  Score: Raw -32197.104465 + Penalty 1999.638126 = -30197.466340
  nChanged 1
		SP:Iteration 10Q (196896.070000 sec): 3 clusters
  Score: Raw -32198.050045 + Penalty 1999.638126 = -30198.411919
  nChanged 2
		SP:Iteration 11Q (196896.240000 sec): 3 clusters
  Score: Raw -32200.096160 + Penalty 1999.638126 = -30200.458034
  nChanged 1
		SP:Iteration 12Q (196896.420000 sec): 3 clusters
  Score: Raw -32200.680803 + Penalty 1999.638126 = -30201.042678
  nChanged 1
		SP:Iteration 13Q (196896.590000 sec): 3 clusters
  Score: Raw -32202.280409 + Penalty 1999.638126 = -30202.642283
  nChanged 1
		SP:Iteration 14Q (196896.770000 sec): 3 clusters
  Score: Raw -32203.763008 + Penalty 1999.638126 = -30204.124882
  nChanged 0
		SP:Iteration 15F (196896.950000 sec): 3 clusters
  Score: Raw -32203.763008 + Penalty 1999.638126 = -30204.124882
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 91 (4320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196897.090000 sec): 2 clusters
  Score: Raw -344148.460642 + Penalty 1360.289236 = -342788.171406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196897.250000 sec): 3 clusters
  Score: Raw -341938.822858 + Penalty 2720.578471 = -339218.244387
  nChanged 1730
		SP:Iteration 1F (196897.480000 sec): 3 clusters
  Score: Raw -342986.216051 + Penalty 2720.578471 = -340265.637580
  nChanged 393
		SP:Iteration 2F (196897.630000 sec): 3 clusters
  Score: Raw -343288.771749 + Penalty 2720.578471 = -340568.193277
  nChanged 310
		SP:Iteration 3F (196897.810000 sec): 3 clusters
  Score: Raw -343525.543579 + Penalty 2720.578471 = -340804.965107
  nChanged 250
		SP:Iteration 4F (196897.980000 sec): 3 clusters
  Score: Raw -343725.502791 + Penalty 2720.578471 = -341004.924319
  nChanged 212
		SP:Iteration 5Q (196898.160000 sec): 3 clusters
  Score: Raw -343876.745371 + Penalty 2720.578471 = -341156.166900
  nChanged 180
		SP:Iteration 6Q (196898.330000 sec): 3 clusters
  Score: Raw -343998.608300 + Penalty 2720.578471 = -341278.029829
  nChanged 160
		SP:Iteration 7Q (196898.510000 sec): 3 clusters
  Score: Raw -344101.740507 + Penalty 2720.578471 = -341381.162035
  nChanged 140
		SP:Iteration 8Q (196898.690000 sec): 3 clusters
  Score: Raw -344184.220498 + Penalty 2720.578471 = -341463.642027
  nChanged 122
		SP:Iteration 9Q (196898.860000 sec): 3 clusters
  Score: Raw -344257.152414 + Penalty 2720.578471 = -341536.573942
  nChanged 106
		SP:Iteration 10Q (196899.040000 sec): 3 clusters
  Score: Raw -344314.035933 + Penalty 2720.578471 = -341593.457461
  nChanged 82
		SP:Iteration 11Q (196899.210000 sec): 3 clusters
  Score: Raw -344348.925107 + Penalty 2720.578471 = -341628.346635
  nChanged 69
		SP:Iteration 12Q (196899.390000 sec): 3 clusters
  Score: Raw -344379.897930 + Penalty 2720.578471 = -341659.319459
  nChanged 64
		SP:Iteration 13Q (196899.570000 sec): 3 clusters
  Score: Raw -344407.569875 + Penalty 2720.578471 = -341686.991404
  nChanged 41
		SP:Iteration 14Q (196899.740000 sec): 3 clusters
  Score: Raw -344424.219803 + Penalty 2720.578471 = -341703.641332
  nChanged 37
		SP:Iteration 15Q (196899.920000 sec): 3 clusters
  Score: Raw -344436.218075 + Penalty 2720.578471 = -341715.639604
  nChanged 30
		SP:Iteration 16Q (196900.090000 sec): 3 clusters
  Score: Raw -344446.437192 + Penalty 2720.578471 = -341725.858720
  nChanged 25
		SP:Iteration 17Q (196900.270000 sec): 3 clusters
  Score: Raw -344455.540510 + Penalty 2720.578471 = -341734.962039
  nChanged 28
		SP:Iteration 18Q (196900.450000 sec): 3 clusters
  Score: Raw -344464.488695 + Penalty 2720.578471 = -341743.910223
  nChanged 24
		SP:Iteration 19Q (196900.620000 sec): 3 clusters
  Score: Raw -344471.794311 + Penalty 2720.578471 = -341751.215839
  nChanged 17
		SP:Iteration 20F (196900.790000 sec): 3 clusters
  Score: Raw -344477.925594 + Penalty 2720.578471 = -341757.347122
  nChanged 14
		SP:Iteration 21Q (196900.970000 sec): 3 clusters
  Score: Raw -344484.916254 + Penalty 2720.578471 = -341764.337783
  nChanged 25
		SP:Iteration 22Q (196901.150000 sec): 3 clusters
  Score: Raw -344491.332602 + Penalty 2720.578471 = -341770.754131
  nChanged 13
		SP:Iteration 23Q (196901.320000 sec): 3 clusters
  Score: Raw -344494.463011 + Penalty 2720.578471 = -341773.884540
  nChanged 12
		SP:Iteration 24Q (196901.500000 sec): 3 clusters
  Score: Raw -344497.069066 + Penalty 2720.578471 = -341776.490595
  nChanged 15
		SP:Iteration 25Q (196901.670000 sec): 3 clusters
  Score: Raw -344500.502514 + Penalty 2720.578471 = -341779.924042
  nChanged 13
		SP:Iteration 26Q (196901.850000 sec): 3 clusters
  Score: Raw -344503.152414 + Penalty 2720.578471 = -341782.573943
  nChanged 12
		SP:Iteration 27Q (196902.030000 sec): 3 clusters
  Score: Raw -344505.605075 + Penalty 2720.578471 = -341785.026604
  nChanged 8
		SP:Iteration 28Q (196902.200000 sec): 3 clusters
  Score: Raw -344508.523915 + Penalty 2720.578471 = -341787.945444
  nChanged 17
		SP:Iteration 29Q (196902.380000 sec): 3 clusters
  Score: Raw -344514.329236 + Penalty 2720.578471 = -341793.750765
  nChanged 15
		SP:Iteration 30Q (196902.550000 sec): 3 clusters
  Score: Raw -344519.066939 + Penalty 2720.578471 = -341798.488468
  nChanged 15
		SP:Iteration 31Q (196902.730000 sec): 3 clusters
  Score: Raw -344523.029322 + Penalty 2720.578471 = -341802.450850
  nChanged 14
		SP:Iteration 32Q (196902.910000 sec): 3 clusters
  Score: Raw -344525.984362 + Penalty 2720.578471 = -341805.405891
  nChanged 10
		SP:Iteration 33Q (196903.080000 sec): 3 clusters
  Score: Raw -344528.270999 + Penalty 2720.578471 = -341807.692528
  nChanged 6
		SP:Iteration 34Q (196903.260000 sec): 3 clusters
  Score: Raw -344529.401246 + Penalty 2720.578471 = -341808.822775
  nChanged 4
		SP:Iteration 35Q (196903.430000 sec): 3 clusters
  Score: Raw -344530.135586 + Penalty 2720.578471 = -341809.557114
  nChanged 4
		SP:Iteration 36Q (196903.610000 sec): 3 clusters
  Score: Raw -344531.117900 + Penalty 2720.578471 = -341810.539428
  nChanged 3
		SP:Iteration 37Q (196903.790000 sec): 3 clusters
  Score: Raw -344532.284805 + Penalty 2720.578471 = -341811.706334
  nChanged 5
		SP:Iteration 38Q (196903.960000 sec): 3 clusters
  Score: Raw -344533.569970 + Penalty 2720.578471 = -341812.991498
  nChanged 4
		SP:Iteration 39Q (196904.140000 sec): 3 clusters
  Score: Raw -344534.804955 + Penalty 2720.578471 = -341814.226484
  nChanged 4
		SP:Iteration 40F (196904.310000 sec): 3 clusters
  Score: Raw -344535.406211 + Penalty 2720.578471 = -341814.827739
  nChanged 1
		SP:Iteration 41Q (196904.490000 sec): 3 clusters
  Score: Raw -344535.598780 + Penalty 2720.578471 = -341815.020309
  nChanged 1
		SP:Iteration 42Q (196904.670000 sec): 3 clusters
  Score: Raw -344535.840736 + Penalty 2720.578471 = -341815.262265
  nChanged 0
		SP:Iteration 43F (196904.840000 sec): 3 clusters
  Score: Raw -344535.840736 + Penalty 2720.578471 = -341815.262265
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 92 (4794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196904.920000 sec): 2 clusters
  Score: Raw -354122.954635 + Penalty 1377.207067 = -352745.747567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196905.090000 sec): 3 clusters
  Score: Raw -351713.287587 + Penalty 2754.414135 = -348958.873452
  nChanged 1938
		SP:Iteration 1F (196905.270000 sec): 3 clusters
  Score: Raw -353080.756895 + Penalty 2754.414135 = -350326.342760
  nChanged 440
		SP:Iteration 2F (196905.450000 sec): 3 clusters
  Score: Raw -353398.471921 + Penalty 2754.414135 = -350644.057786
  nChanged 304
		SP:Iteration 3F (196905.620000 sec): 3 clusters
  Score: Raw -353578.057657 + Penalty 2754.414135 = -350823.643522
  nChanged 225
		SP:Iteration 4Q (196905.800000 sec): 3 clusters
  Score: Raw -353712.158583 + Penalty 2754.414135 = -350957.744449
  nChanged 191
		SP:Iteration 5Q (196905.970000 sec): 3 clusters
  Score: Raw -353809.209939 + Penalty 2754.414135 = -351054.795804
  nChanged 160
		SP:Iteration 6Q (196906.150000 sec): 3 clusters
  Score: Raw -353879.692965 + Penalty 2754.414135 = -351125.278830
  nChanged 121
		SP:Iteration 7Q (196906.320000 sec): 3 clusters
  Score: Raw -353937.933011 + Penalty 2754.414135 = -351183.518876
  nChanged 111
		SP:Iteration 8Q (196906.500000 sec): 3 clusters
  Score: Raw -353985.607454 + Penalty 2754.414135 = -351231.193319
  nChanged 96
		SP:Iteration 9Q (196906.670000 sec): 3 clusters
  Score: Raw -354026.754233 + Penalty 2754.414135 = -351272.340098
  nChanged 81
		SP:Iteration 10Q (196906.850000 sec): 3 clusters
  Score: Raw -354059.822855 + Penalty 2754.414135 = -351305.408720
  nChanged 73
		SP:Iteration 11Q (196907.030000 sec): 3 clusters
  Score: Raw -354089.915219 + Penalty 2754.414135 = -351335.501084
  nChanged 60
		SP:Iteration 12Q (196907.200000 sec): 3 clusters
  Score: Raw -354117.900339 + Penalty 2754.414135 = -351363.486204
  nChanged 71
		SP:Iteration 13Q (196907.380000 sec): 3 clusters
  Score: Raw -354148.480455 + Penalty 2754.414135 = -351394.066320
  nChanged 61
		SP:Iteration 14Q (196907.550000 sec): 3 clusters
  Score: Raw -354175.185571 + Penalty 2754.414135 = -351420.771436
  nChanged 58
		SP:Iteration 15Q (196907.730000 sec): 3 clusters
  Score: Raw -354197.745255 + Penalty 2754.414135 = -351443.331121
  nChanged 52
		SP:Iteration 16Q (196907.900000 sec): 3 clusters
  Score: Raw -354219.113513 + Penalty 2754.414135 = -351464.699378
  nChanged 55
		SP:Iteration 17Q (196908.080000 sec): 3 clusters
  Score: Raw -354239.928111 + Penalty 2754.414135 = -351485.513976
  nChanged 47
		SP:Iteration 18Q (196908.250000 sec): 3 clusters
  Score: Raw -354259.455134 + Penalty 2754.414135 = -351505.040999
  nChanged 54
		SP:Iteration 19Q (196908.430000 sec): 3 clusters
  Score: Raw -354282.097801 + Penalty 2754.414135 = -351527.683666
  nChanged 47
		SP:Iteration 20F (196908.600000 sec): 3 clusters
  Score: Raw -354306.951449 + Penalty 2754.414135 = -351552.537315
  nChanged 44
		SP:Iteration 21Q (196908.780000 sec): 3 clusters
  Score: Raw -354329.780217 + Penalty 2754.414135 = -351575.366082
  nChanged 42
		SP:Iteration 22Q (196908.950000 sec): 3 clusters
  Score: Raw -354351.555207 + Penalty 2754.414135 = -351597.141072
  nChanged 42
		SP:Iteration 23Q (196909.130000 sec): 3 clusters
  Score: Raw -354366.045209 + Penalty 2754.414135 = -351611.631075
  nChanged 29
		SP:Iteration 24Q (196909.310000 sec): 3 clusters
  Score: Raw -354373.453737 + Penalty 2754.414135 = -351619.039602
  nChanged 20
		SP:Iteration 25Q (196909.480000 sec): 3 clusters
  Score: Raw -354384.161914 + Penalty 2754.414135 = -351629.747779
  nChanged 34
		SP:Iteration 26Q (196909.660000 sec): 3 clusters
  Score: Raw -354396.429891 + Penalty 2754.414135 = -351642.015756
  nChanged 32
		SP:Iteration 27Q (196909.830000 sec): 3 clusters
  Score: Raw -354407.529659 + Penalty 2754.414135 = -351653.115524
  nChanged 25
		SP:Iteration 28Q (196910.010000 sec): 3 clusters
  Score: Raw -354418.132293 + Penalty 2754.414135 = -351663.718158
  nChanged 31
		SP:Iteration 29Q (196910.180000 sec): 3 clusters
  Score: Raw -354432.240765 + Penalty 2754.414135 = -351677.826631
  nChanged 31
		SP:Iteration 30Q (196910.360000 sec): 3 clusters
  Score: Raw -354448.163038 + Penalty 2754.414135 = -351693.748903
  nChanged 37
		SP:Iteration 31Q (196910.540000 sec): 3 clusters
  Score: Raw -354466.333847 + Penalty 2754.414135 = -351711.919712
  nChanged 32
		SP:Iteration 32Q (196910.710000 sec): 3 clusters
  Score: Raw -354481.896159 + Penalty 2754.414135 = -351727.482024
  nChanged 42
		SP:Iteration 33Q (196910.890000 sec): 3 clusters
  Score: Raw -354506.835323 + Penalty 2754.414135 = -351752.421188
  nChanged 46
		SP:Iteration 34Q (196911.060000 sec): 3 clusters
  Score: Raw -354529.412453 + Penalty 2754.414135 = -351774.998319
  nChanged 34
		SP:Iteration 35Q (196911.280000 sec): 3 clusters
  Score: Raw -354542.882533 + Penalty 2754.414135 = -351788.468398
  nChanged 25
		SP:Iteration 36Q (196911.460000 sec): 3 clusters
  Score: Raw -354553.265212 + Penalty 2754.414135 = -351798.851077
  nChanged 17
		SP:Iteration 37Q (196911.640000 sec): 3 clusters
  Score: Raw -354560.223723 + Penalty 2754.414135 = -351805.809588
  nChanged 21
		SP:Iteration 38Q (196911.830000 sec): 3 clusters
  Score: Raw -354569.097654 + Penalty 2754.414135 = -351814.683519
  nChanged 21
		SP:Iteration 39Q (196911.960000 sec): 3 clusters
  Score: Raw -354575.849163 + Penalty 2754.414135 = -351821.435028
  nChanged 20
		SP:Iteration 40F (196912.140000 sec): 3 clusters
  Score: Raw -354581.712295 + Penalty 2754.414135 = -351827.298161
  nChanged 19
		SP:Iteration 41Q (196912.320000 sec): 3 clusters
  Score: Raw -354586.733145 + Penalty 2754.414135 = -351832.319010
  nChanged 15
		SP:Iteration 42Q (196912.490000 sec): 3 clusters
  Score: Raw -354592.706065 + Penalty 2754.414135 = -351838.291930
  nChanged 17
		SP:Iteration 43Q (196912.670000 sec): 3 clusters
  Score: Raw -354597.550951 + Penalty 2754.414135 = -351843.136816
  nChanged 15
		SP:Iteration 44Q (196912.840000 sec): 3 clusters
  Score: Raw -354603.757627 + Penalty 2754.414135 = -351849.343492
  nChanged 17
		SP:Iteration 45Q (196913.020000 sec): 3 clusters
  Score: Raw -354609.197011 + Penalty 2754.414135 = -351854.782876
  nChanged 15
		SP:Iteration 46Q (196913.190000 sec): 3 clusters
  Score: Raw -354613.778382 + Penalty 2754.414135 = -351859.364247
  nChanged 11
		SP:Iteration 47Q (196913.370000 sec): 3 clusters
  Score: Raw -354618.259787 + Penalty 2754.414135 = -351863.845653
  nChanged 11
		SP:Iteration 48Q (196913.540000 sec): 3 clusters
  Score: Raw -354620.770526 + Penalty 2754.414135 = -351866.356391
  nChanged 5
		SP:Iteration 49Q (196913.710000 sec): 3 clusters
  Score: Raw -354621.630359 + Penalty 2754.414135 = -351867.216224
  nChanged 3
		SP:Iteration 50Q (196913.890000 sec): 3 clusters
  Score: Raw -354622.388672 + Penalty 2754.414135 = -351867.974537
  nChanged 1
		SP:Iteration 51Q (196914.070000 sec): 3 clusters
  Score: Raw -354622.579179 + Penalty 2754.414135 = -351868.165044
  nChanged 1
		SP:Iteration 52Q (196914.240000 sec): 3 clusters
  Score: Raw -354622.761413 + Penalty 2754.414135 = -351868.347278
  nChanged 0
		SP:Iteration 53F (196914.420000 sec): 3 clusters
  Score: Raw -354622.761413 + Penalty 2754.414135 = -351868.347278
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 93 (2534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196914.480000 sec): 2 clusters
  Score: Raw -194275.484933 + Penalty 1273.602584 = -193001.882350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196914.660000 sec): 3 clusters
  Score: Raw -193149.050754 + Penalty 2547.205167 = -190601.845586
  nChanged 898
		SP:Iteration 1F (196914.830000 sec): 3 clusters
  Score: Raw -193735.935879 + Penalty 2547.205167 = -191188.730712
  nChanged 236
		SP:Iteration 2F (196915.010000 sec): 3 clusters
  Score: Raw -193908.677831 + Penalty 2547.205167 = -191361.472664
  nChanged 149
		SP:Iteration 3F (196915.160000 sec): 3 clusters
  Score: Raw -194004.708435 + Penalty 2547.205167 = -191457.503267
  nChanged 101
		SP:Iteration 4Q (196915.320000 sec): 3 clusters
  Score: Raw -194067.142562 + Penalty 2547.205167 = -191519.937395
  nChanged 78
		SP:Iteration 5Q (196915.490000 sec): 3 clusters
  Score: Raw -194123.043382 + Penalty 2547.205167 = -191575.838215
  nChanged 70
		SP:Iteration 6Q (196915.670000 sec): 3 clusters
  Score: Raw -194180.674047 + Penalty 2547.205167 = -191633.468879
  nChanged 86
		SP:Iteration 7Q (196915.840000 sec): 3 clusters
  Score: Raw -194250.125076 + Penalty 2547.205167 = -191702.919909
  nChanged 82
		SP:Iteration 8Q (196916.020000 sec): 3 clusters
  Score: Raw -194331.265126 + Penalty 2547.205167 = -191784.059959
  nChanged 87
		SP:Iteration 9Q (196916.200000 sec): 3 clusters
  Score: Raw -194401.823521 + Penalty 2547.205167 = -191854.618354
  nChanged 78
		SP:Iteration 10Q (196916.370000 sec): 3 clusters
  Score: Raw -194474.896240 + Penalty 2547.205167 = -191927.691073
  nChanged 86
		SP:Iteration 11Q (196916.550000 sec): 3 clusters
  Score: Raw -194553.406738 + Penalty 2547.205167 = -192006.201571
  nChanged 70
		SP:Iteration 12Q (196916.720000 sec): 3 clusters
  Score: Raw -194617.936146 + Penalty 2547.205167 = -192070.730979
  nChanged 65
		SP:Iteration 13Q (196916.900000 sec): 3 clusters
  Score: Raw -194684.186802 + Penalty 2547.205167 = -192136.981635
  nChanged 74
		SP:Iteration 14Q (196917.080000 sec): 3 clusters
  Score: Raw -194757.393803 + Penalty 2547.205167 = -192210.188636
  nChanged 67
		SP:Iteration 15Q (196917.250000 sec): 3 clusters
  Score: Raw -194812.527387 + Penalty 2547.205167 = -192265.322220
  nChanged 54
		SP:Iteration 16Q (196917.430000 sec): 3 clusters
  Score: Raw -194850.912467 + Penalty 2547.205167 = -192303.707300
  nChanged 43
		SP:Iteration 17Q (196917.600000 sec): 3 clusters
  Score: Raw -194882.324636 + Penalty 2547.205167 = -192335.119469
  nChanged 40
		SP:Iteration 18Q (196917.780000 sec): 3 clusters
  Score: Raw -194912.827621 + Penalty 2547.205167 = -192365.622454
  nChanged 32
		SP:Iteration 19Q (196917.960000 sec): 3 clusters
  Score: Raw -194939.795632 + Penalty 2547.205167 = -192392.590465
  nChanged 26
		SP:Iteration 20F (196918.130000 sec): 3 clusters
  Score: Raw -194955.903122 + Penalty 2547.205167 = -192408.697954
  nChanged 21
		SP:Iteration 21Q (196918.300000 sec): 3 clusters
  Score: Raw -194968.076050 + Penalty 2547.205167 = -192420.870883
  nChanged 17
		SP:Iteration 22Q (196918.480000 sec): 3 clusters
  Score: Raw -194980.234817 + Penalty 2547.205167 = -192433.029650
  nChanged 18
		SP:Iteration 23Q (196918.660000 sec): 3 clusters
  Score: Raw -194992.665794 + Penalty 2547.205167 = -192445.460627
  nChanged 14
		SP:Iteration 24Q (196918.830000 sec): 3 clusters
  Score: Raw -195002.839259 + Penalty 2547.205167 = -192455.634091
  nChanged 14
		SP:Iteration 25Q (196919.010000 sec): 3 clusters
  Score: Raw -195013.422064 + Penalty 2547.205167 = -192466.216897
  nChanged 18
		SP:Iteration 26Q (196919.180000 sec): 3 clusters
  Score: Raw -195024.047014 + Penalty 2547.205167 = -192476.841847
  nChanged 10
		SP:Iteration 27Q (196919.360000 sec): 3 clusters
  Score: Raw -195029.969726 + Penalty 2547.205167 = -192482.764558
  nChanged 8
		SP:Iteration 28Q (196919.530000 sec): 3 clusters
  Score: Raw -195033.596639 + Penalty 2547.205167 = -192486.391472
  nChanged 9
		SP:Iteration 29Q (196919.690000 sec): 3 clusters
  Score: Raw -195037.559867 + Penalty 2547.205167 = -192490.354700
  nChanged 8
		SP:Iteration 30Q (196919.860000 sec): 3 clusters
  Score: Raw -195040.134589 + Penalty 2547.205167 = -192492.929422
  nChanged 4
		SP:Iteration 31Q (196920.020000 sec): 3 clusters
  Score: Raw -195041.625444 + Penalty 2547.205167 = -192494.420276
  nChanged 6
		SP:Iteration 32Q (196920.180000 sec): 3 clusters
  Score: Raw -195044.090914 + Penalty 2547.205167 = -192496.885747
  nChanged 5
		SP:Iteration 33Q (196920.350000 sec): 3 clusters
  Score: Raw -195045.707340 + Penalty 2547.205167 = -192498.502172
  nChanged 5
		SP:Iteration 34Q (196920.510000 sec): 3 clusters
  Score: Raw -195047.335240 + Penalty 2547.205167 = -192500.130072
  nChanged 2
		SP:Iteration 35Q (196920.670000 sec): 3 clusters
  Score: Raw -195047.865669 + Penalty 2547.205167 = -192500.660501
  nChanged 0
		SP:Iteration 36F (196920.840000 sec): 3 clusters
  Score: Raw -195047.865669 + Penalty 2547.205167 = -192500.660501
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 94 (9076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196920.960000 sec): 2 clusters
  Score: Raw -695893.492601 + Penalty 1480.925687 = -694412.566913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196921.150000 sec): 3 clusters
  Score: Raw -690830.583554 + Penalty 2961.851375 = -687868.732179
  nChanged 3874
		SP:Iteration 1F (196921.350000 sec): 3 clusters
  Score: Raw -693110.159411 + Penalty 2961.851375 = -690148.308036
  nChanged 731
		SP:Iteration 2F (196921.540000 sec): 3 clusters
  Score: Raw -693530.976752 + Penalty 2961.851375 = -690569.125377
  nChanged 576
		SP:Iteration 3F (196921.730000 sec): 3 clusters
  Score: Raw -693862.349491 + Penalty 2961.851375 = -690900.498116
  nChanged 501
		SP:Iteration 4F (196921.920000 sec): 3 clusters
  Score: Raw -694154.801364 + Penalty 2961.851375 = -691192.949989
  nChanged 455
		SP:Iteration 5F (196922.120000 sec): 3 clusters
  Score: Raw -694444.460787 + Penalty 2961.851375 = -691482.609412
  nChanged 421
		SP:Iteration 6Q (196922.310000 sec): 3 clusters
  Score: Raw -694701.675085 + Penalty 2961.851375 = -691739.823710
  nChanged 372
		SP:Iteration 7Q (196922.500000 sec): 3 clusters
  Score: Raw -694932.666460 + Penalty 2961.851375 = -691970.815085
  nChanged 315
		SP:Iteration 8Q (196922.690000 sec): 3 clusters
  Score: Raw -695109.337885 + Penalty 2961.851375 = -692147.486510
  nChanged 256
		SP:Iteration 9Q (196922.880000 sec): 3 clusters
  Score: Raw -695249.540330 + Penalty 2961.851375 = -692287.688955
  nChanged 222
		SP:Iteration 10Q (196923.070000 sec): 3 clusters
  Score: Raw -695376.302997 + Penalty 2961.851375 = -692414.451622
  nChanged 215
		SP:Iteration 11Q (196923.310000 sec): 3 clusters
  Score: Raw -695508.046476 + Penalty 2961.851375 = -692546.195101
  nChanged 215
		SP:Iteration 12Q (196923.500000 sec): 3 clusters
  Score: Raw -695633.683221 + Penalty 2961.851375 = -692671.831846
  nChanged 189
		SP:Iteration 13Q (196923.730000 sec): 3 clusters
  Score: Raw -695741.646022 + Penalty 2961.851375 = -692779.794647
  nChanged 168
		SP:Iteration 14Q (196923.910000 sec): 3 clusters
  Score: Raw -695845.014713 + Penalty 2961.851375 = -692883.163338
  nChanged 156
		SP:Iteration 15Q (196924.110000 sec): 3 clusters
  Score: Raw -695939.442219 + Penalty 2961.851375 = -692977.590845
  nChanged 127
		SP:Iteration 16Q (196924.340000 sec): 3 clusters
  Score: Raw -696008.866935 + Penalty 2961.851375 = -693047.015560
  nChanged 92
		SP:Iteration 17Q (196924.530000 sec): 3 clusters
  Score: Raw -696059.594301 + Penalty 2961.851375 = -693097.742927
  nChanged 90
		SP:Iteration 18Q (196924.710000 sec): 3 clusters
  Score: Raw -696107.991131 + Penalty 2961.851375 = -693146.139756
  nChanged 72
		SP:Iteration 19Q (196924.910000 sec): 3 clusters
  Score: Raw -696152.159383 + Penalty 2961.851375 = -693190.308008
  nChanged 57
		SP:Iteration 20F (196925.100000 sec): 3 clusters
  Score: Raw -696175.856748 + Penalty 2961.851375 = -693214.005373
  nChanged 45
		SP:Iteration 21Q (196925.290000 sec): 3 clusters
  Score: Raw -696194.367474 + Penalty 2961.851375 = -693232.516100
  nChanged 31
		SP:Iteration 22Q (196925.490000 sec): 3 clusters
  Score: Raw -696206.681124 + Penalty 2961.851375 = -693244.829749
  nChanged 31
		SP:Iteration 23Q (196925.680000 sec): 3 clusters
  Score: Raw -696219.458160 + Penalty 2961.851375 = -693257.606785
  nChanged 25
		SP:Iteration 24Q (196925.870000 sec): 3 clusters
  Score: Raw -696228.194699 + Penalty 2961.851375 = -693266.343324
  nChanged 29
		SP:Iteration 25Q (196926.060000 sec): 3 clusters
  Score: Raw -696236.316630 + Penalty 2961.851375 = -693274.465255
  nChanged 22
		SP:Iteration 26Q (196926.250000 sec): 3 clusters
  Score: Raw -696244.130604 + Penalty 2961.851375 = -693282.279229
  nChanged 14
		SP:Iteration 27Q (196926.440000 sec): 3 clusters
  Score: Raw -696248.664794 + Penalty 2961.851375 = -693286.813420
  nChanged 9
		SP:Iteration 28Q (196926.670000 sec): 3 clusters
  Score: Raw -696252.118246 + Penalty 2961.851375 = -693290.266871
  nChanged 11
		SP:Iteration 29Q (196926.870000 sec): 3 clusters
  Score: Raw -696254.955552 + Penalty 2961.851375 = -693293.104177
  nChanged 8
		SP:Iteration 30Q (196927.060000 sec): 3 clusters
  Score: Raw -696256.636380 + Penalty 2961.851375 = -693294.785005
  nChanged 8
		SP:Iteration 31Q (196927.250000 sec): 3 clusters
  Score: Raw -696258.192823 + Penalty 2961.851375 = -693296.341448
  nChanged 6
		SP:Iteration 32Q (196927.440000 sec): 3 clusters
  Score: Raw -696260.239652 + Penalty 2961.851375 = -693298.388277
  nChanged 5
		SP:Iteration 33Q (196927.630000 sec): 3 clusters
  Score: Raw -696261.679862 + Penalty 2961.851375 = -693299.828487
  nChanged 2
		SP:Iteration 34Q (196927.820000 sec): 3 clusters
  Score: Raw -696263.069291 + Penalty 2961.851375 = -693301.217916
  nChanged 4
		SP:Iteration 35Q (196928.020000 sec): 3 clusters
  Score: Raw -696264.303039 + Penalty 2961.851375 = -693302.451664
  nChanged 4
		SP:Iteration 36Q (196928.210000 sec): 3 clusters
  Score: Raw -696265.798392 + Penalty 2961.851375 = -693303.947017
  nChanged 5
		SP:Iteration 37Q (196928.380000 sec): 3 clusters
  Score: Raw -696267.424265 + Penalty 2961.851375 = -693305.572890
  nChanged 5
		SP:Iteration 38Q (196928.570000 sec): 3 clusters
  Score: Raw -696269.191694 + Penalty 2961.851375 = -693307.340319
  nChanged 3
		SP:Iteration 39Q (196928.770000 sec): 3 clusters
  Score: Raw -696270.236774 + Penalty 2961.851375 = -693308.385399
  nChanged 1
		SP:Iteration 40F (196928.960000 sec): 3 clusters
  Score: Raw -696270.782527 + Penalty 2961.851375 = -693308.931152
  nChanged 4
		SP:Iteration 41Q (196929.140000 sec): 3 clusters
  Score: Raw -696272.241641 + Penalty 2961.851375 = -693310.390266
  nChanged 3
		SP:Iteration 42Q (196929.340000 sec): 3 clusters
  Score: Raw -696273.097030 + Penalty 2961.851375 = -693311.245655
  nChanged 2
		SP:Iteration 43Q (196929.530000 sec): 3 clusters
  Score: Raw -696274.604449 + Penalty 2961.851375 = -693312.753074
  nChanged 5
		SP:Iteration 44Q (196929.710000 sec): 3 clusters
  Score: Raw -696277.258458 + Penalty 2961.851375 = -693315.407084
  nChanged 6
		SP:Iteration 45Q (196929.900000 sec): 3 clusters
  Score: Raw -696279.598997 + Penalty 2961.851375 = -693317.747623
  nChanged 7
		SP:Iteration 46Q (196930.100000 sec): 3 clusters
  Score: Raw -696282.148961 + Penalty 2961.851375 = -693320.297586
  nChanged 7
		SP:Iteration 47Q (196930.290000 sec): 3 clusters
  Score: Raw -696284.503769 + Penalty 2961.851375 = -693322.652394
  nChanged 8
		SP:Iteration 48Q (196930.480000 sec): 3 clusters
  Score: Raw -696287.388867 + Penalty 2961.851375 = -693325.537492
  nChanged 8
		SP:Iteration 49Q (196930.670000 sec): 3 clusters
  Score: Raw -696290.258662 + Penalty 2961.851375 = -693328.407287
  nChanged 4
		SP:Iteration 50Q (196930.860000 sec): 3 clusters
  Score: Raw -696292.069727 + Penalty 2961.851375 = -693330.218352
  nChanged 4
		SP:Iteration 51Q (196931.060000 sec): 3 clusters
  Score: Raw -696293.655152 + Penalty 2961.851375 = -693331.803777
  nChanged 2
		SP:Iteration 52Q (196931.250000 sec): 3 clusters
  Score: Raw -696294.489659 + Penalty 2961.851375 = -693332.638284
  nChanged 0
		SP:Iteration 53F (196931.440000 sec): 3 clusters
  Score: Raw -696294.489659 + Penalty 2961.851375 = -693332.638284
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 95 (5357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196931.540000 sec): 2 clusters
  Score: Raw -454089.644540 + Penalty 1395.250902 = -452694.393639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196931.710000 sec): 3 clusters
  Score: Raw -451260.317516 + Penalty 2790.501804 = -448469.815712
  nChanged 2191
		SP:Iteration 1F (196931.890000 sec): 3 clusters
  Score: Raw -452586.311583 + Penalty 2790.501804 = -449795.809780
  nChanged 433
		SP:Iteration 2F (196932.060000 sec): 3 clusters
  Score: Raw -452870.113502 + Penalty 2790.501804 = -450079.611698
  nChanged 324
		SP:Iteration 3F (196932.230000 sec): 3 clusters
  Score: Raw -453085.648589 + Penalty 2790.501804 = -450295.146786
  nChanged 297
		SP:Iteration 4F (196932.410000 sec): 3 clusters
  Score: Raw -453286.124279 + Penalty 2790.501804 = -450495.622475
  nChanged 261
		SP:Iteration 5Q (196932.580000 sec): 3 clusters
  Score: Raw -453473.178912 + Penalty 2790.501804 = -450682.677109
  nChanged 245
		SP:Iteration 6Q (196932.750000 sec): 3 clusters
  Score: Raw -453624.223204 + Penalty 2790.501804 = -450833.721401
  nChanged 206
		SP:Iteration 7Q (196932.930000 sec): 3 clusters
  Score: Raw -453736.635305 + Penalty 2790.501804 = -450946.133501
  nChanged 163
		SP:Iteration 8Q (196933.100000 sec): 3 clusters
  Score: Raw -453810.834432 + Penalty 2790.501804 = -451020.332628
  nChanged 134
		SP:Iteration 9Q (196933.270000 sec): 3 clusters
  Score: Raw -453870.254267 + Penalty 2790.501804 = -451079.752463
  nChanged 114
		SP:Iteration 10Q (196933.440000 sec): 3 clusters
  Score: Raw -453915.604149 + Penalty 2790.501804 = -451125.102345
  nChanged 87
		SP:Iteration 11Q (196933.620000 sec): 3 clusters
  Score: Raw -453950.772134 + Penalty 2790.501804 = -451160.270330
  nChanged 88
		SP:Iteration 12Q (196933.790000 sec): 3 clusters
  Score: Raw -453986.866179 + Penalty 2790.501804 = -451196.364375
  nChanged 73
		SP:Iteration 13Q (196933.960000 sec): 3 clusters
  Score: Raw -454013.566505 + Penalty 2790.501804 = -451223.064701
  nChanged 63
		SP:Iteration 14Q (196934.140000 sec): 3 clusters
  Score: Raw -454033.339234 + Penalty 2790.501804 = -451242.837430
  nChanged 50
		SP:Iteration 15Q (196934.310000 sec): 3 clusters
  Score: Raw -454046.633310 + Penalty 2790.501804 = -451256.131507
  nChanged 33
		SP:Iteration 16Q (196934.480000 sec): 3 clusters
  Score: Raw -454056.299056 + Penalty 2790.501804 = -451265.797252
  nChanged 32
		SP:Iteration 17Q (196934.660000 sec): 3 clusters
  Score: Raw -454064.412082 + Penalty 2790.501804 = -451273.910278
  nChanged 28
		SP:Iteration 18Q (196934.830000 sec): 3 clusters
  Score: Raw -454071.893446 + Penalty 2790.501804 = -451281.391642
  nChanged 24
		SP:Iteration 19Q (196935.000000 sec): 3 clusters
  Score: Raw -454077.725554 + Penalty 2790.501804 = -451287.223750
  nChanged 15
		SP:Iteration 20F (196935.180000 sec): 3 clusters
  Score: Raw -454080.832335 + Penalty 2790.501804 = -451290.330531
  nChanged 16
		SP:Iteration 21Q (196935.350000 sec): 3 clusters
  Score: Raw -454085.400363 + Penalty 2790.501804 = -451294.898559
  nChanged 15
		SP:Iteration 22Q (196935.520000 sec): 3 clusters
  Score: Raw -454089.112861 + Penalty 2790.501804 = -451298.611057
  nChanged 16
		SP:Iteration 23Q (196935.700000 sec): 3 clusters
  Score: Raw -454092.569010 + Penalty 2790.501804 = -451302.067206
  nChanged 12
		SP:Iteration 24Q (196935.870000 sec): 3 clusters
  Score: Raw -454095.004229 + Penalty 2790.501804 = -451304.502425
  nChanged 8
		SP:Iteration 25Q (196936.040000 sec): 3 clusters
  Score: Raw -454096.510689 + Penalty 2790.501804 = -451306.008885
  nChanged 6
		SP:Iteration 26Q (196936.220000 sec): 3 clusters
  Score: Raw -454097.538343 + Penalty 2790.501804 = -451307.036539
  nChanged 7
		SP:Iteration 27Q (196936.390000 sec): 3 clusters
  Score: Raw -454098.951231 + Penalty 2790.501804 = -451308.449427
  nChanged 6
		SP:Iteration 28Q (196936.560000 sec): 3 clusters
  Score: Raw -454100.210788 + Penalty 2790.501804 = -451309.708984
  nChanged 8
		SP:Iteration 29Q (196936.740000 sec): 3 clusters
  Score: Raw -454102.036948 + Penalty 2790.501804 = -451311.535145
  nChanged 9
		SP:Iteration 30Q (196936.910000 sec): 3 clusters
  Score: Raw -454103.782185 + Penalty 2790.501804 = -451313.280382
  nChanged 5
		SP:Iteration 31Q (196937.080000 sec): 3 clusters
  Score: Raw -454104.859025 + Penalty 2790.501804 = -451314.357221
  nChanged 1
		SP:Iteration 32Q (196937.260000 sec): 3 clusters
  Score: Raw -454105.019769 + Penalty 2790.501804 = -451314.517965
  nChanged 1
		SP:Iteration 33Q (196937.430000 sec): 3 clusters
  Score: Raw -454105.131485 + Penalty 2790.501804 = -451314.629681
  nChanged 1
		SP:Iteration 34Q (196937.600000 sec): 3 clusters
  Score: Raw -454105.226960 + Penalty 2790.501804 = -451314.725156
  nChanged 0
		SP:Iteration 35F (196937.760000 sec): 3 clusters
  Score: Raw -454105.226960 + Penalty 2790.501804 = -451314.725156
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 96 (4499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196937.850000 sec): 2 clusters
  Score: Raw -332955.275667 + Penalty 1366.886695 = -331588.388972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196938.020000 sec): 3 clusters
  Score: Raw -330720.707269 + Penalty 2733.773389 = -327986.933880
  nChanged 1794
		SP:Iteration 1F (196938.200000 sec): 3 clusters
  Score: Raw -331804.718517 + Penalty 2733.773389 = -329070.945127
  nChanged 389
		SP:Iteration 2F (196938.370000 sec): 3 clusters
  Score: Raw -332088.265051 + Penalty 2733.773389 = -329354.491662
  nChanged 280
		SP:Iteration 3F (196938.550000 sec): 3 clusters
  Score: Raw -332314.942555 + Penalty 2733.773389 = -329581.169166
  nChanged 254
		SP:Iteration 4F (196938.720000 sec): 3 clusters
  Score: Raw -332494.284096 + Penalty 2733.773389 = -329760.510706
  nChanged 208
		SP:Iteration 5Q (196938.900000 sec): 3 clusters
  Score: Raw -332619.598705 + Penalty 2733.773389 = -329885.825316
  nChanged 168
		SP:Iteration 6Q (196939.080000 sec): 3 clusters
  Score: Raw -332714.921140 + Penalty 2733.773389 = -329981.147750
  nChanged 144
		SP:Iteration 7Q (196939.250000 sec): 3 clusters
  Score: Raw -332806.579946 + Penalty 2733.773389 = -330072.806557
  nChanged 120
		SP:Iteration 8Q (196939.430000 sec): 3 clusters
  Score: Raw -332863.484832 + Penalty 2733.773389 = -330129.711443
  nChanged 92
		SP:Iteration 9Q (196939.600000 sec): 3 clusters
  Score: Raw -332901.259399 + Penalty 2733.773389 = -330167.486009
  nChanged 82
		SP:Iteration 10Q (196939.780000 sec): 3 clusters
  Score: Raw -332941.783064 + Penalty 2733.773389 = -330208.009675
  nChanged 66
		SP:Iteration 11Q (196939.950000 sec): 3 clusters
  Score: Raw -332968.290335 + Penalty 2733.773389 = -330234.516946
  nChanged 47
		SP:Iteration 12Q (196940.130000 sec): 3 clusters
  Score: Raw -332990.853555 + Penalty 2733.773389 = -330257.080165
  nChanged 42
		SP:Iteration 13Q (196940.300000 sec): 3 clusters
  Score: Raw -333008.637362 + Penalty 2733.773389 = -330274.863973
  nChanged 39
		SP:Iteration 14Q (196940.480000 sec): 3 clusters
  Score: Raw -333025.672315 + Penalty 2733.773389 = -330291.898925
  nChanged 37
		SP:Iteration 15Q (196940.660000 sec): 3 clusters
  Score: Raw -333041.137787 + Penalty 2733.773389 = -330307.364397
  nChanged 36
		SP:Iteration 16Q (196940.830000 sec): 3 clusters
  Score: Raw -333057.416180 + Penalty 2733.773389 = -330323.642791
  nChanged 45
		SP:Iteration 17Q (196941.010000 sec): 3 clusters
  Score: Raw -333078.303560 + Penalty 2733.773389 = -330344.530171
  nChanged 42
		SP:Iteration 18Q (196941.180000 sec): 3 clusters
  Score: Raw -333096.708188 + Penalty 2733.773389 = -330362.934798
  nChanged 41
		SP:Iteration 19Q (196941.360000 sec): 3 clusters
  Score: Raw -333120.201132 + Penalty 2733.773389 = -330386.427742
  nChanged 42
		SP:Iteration 20F (196941.540000 sec): 3 clusters
  Score: Raw -333137.219239 + Penalty 2733.773389 = -330403.445849
  nChanged 34
		SP:Iteration 21Q (196941.710000 sec): 3 clusters
  Score: Raw -333149.283960 + Penalty 2733.773389 = -330415.510570
  nChanged 28
		SP:Iteration 22Q (196941.890000 sec): 3 clusters
  Score: Raw -333157.832788 + Penalty 2733.773389 = -330424.059398
  nChanged 29
		SP:Iteration 23Q (196942.070000 sec): 3 clusters
  Score: Raw -333168.381692 + Penalty 2733.773389 = -330434.608303
  nChanged 22
		SP:Iteration 24Q (196942.240000 sec): 3 clusters
  Score: Raw -333174.497769 + Penalty 2733.773389 = -330440.724379
  nChanged 15
		SP:Iteration 25Q (196942.410000 sec): 3 clusters
  Score: Raw -333181.901593 + Penalty 2733.773389 = -330448.128203
  nChanged 17
		SP:Iteration 26Q (196942.590000 sec): 3 clusters
  Score: Raw -333188.137259 + Penalty 2733.773389 = -330454.363869
  nChanged 15
		SP:Iteration 27Q (196942.770000 sec): 3 clusters
  Score: Raw -333192.253237 + Penalty 2733.773389 = -330458.479848
  nChanged 7
		SP:Iteration 28Q (196942.940000 sec): 3 clusters
  Score: Raw -333193.112768 + Penalty 2733.773389 = -330459.339379
  nChanged 4
		SP:Iteration 29Q (196943.120000 sec): 3 clusters
  Score: Raw -333193.506957 + Penalty 2733.773389 = -330459.733568
  nChanged 5
		SP:Iteration 30Q (196943.290000 sec): 3 clusters
  Score: Raw -333194.245867 + Penalty 2733.773389 = -330460.472477
  nChanged 7
		SP:Iteration 31Q (196943.470000 sec): 3 clusters
  Score: Raw -333195.725739 + Penalty 2733.773389 = -330461.952349
  nChanged 4
		SP:Iteration 32Q (196943.650000 sec): 3 clusters
  Score: Raw -333196.408036 + Penalty 2733.773389 = -330462.634646
  nChanged 1
		SP:Iteration 33Q (196943.820000 sec): 3 clusters
  Score: Raw -333196.646833 + Penalty 2733.773389 = -330462.873444
  nChanged 2
		SP:Iteration 34Q (196944.000000 sec): 3 clusters
  Score: Raw -333197.422850 + Penalty 2733.773389 = -330463.649461
  nChanged 1
		SP:Iteration 35Q (196944.170000 sec): 3 clusters
  Score: Raw -333197.674433 + Penalty 2733.773389 = -330463.901044
  nChanged 1
		SP:Iteration 36Q (196944.350000 sec): 3 clusters
  Score: Raw -333197.798692 + Penalty 2733.773389 = -330464.025302
  nChanged 0
		SP:Iteration 37F (196944.530000 sec): 3 clusters
  Score: Raw -333197.798692 + Penalty 2733.773389 = -330464.025302
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 97 (3647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196944.620000 sec): 2 clusters
  Score: Raw -301799.696455 + Penalty 1332.769781 = -300466.926674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196944.800000 sec): 3 clusters
  Score: Raw -299966.211043 + Penalty 2665.539562 = -297300.671481
  nChanged 1416
		SP:Iteration 1F (196944.970000 sec): 3 clusters
  Score: Raw -300830.910770 + Penalty 2665.539562 = -298165.371208
  nChanged 299
		SP:Iteration 2F (196945.150000 sec): 3 clusters
  Score: Raw -301023.810768 + Penalty 2665.539562 = -298358.271206
  nChanged 245
		SP:Iteration 3F (196945.330000 sec): 3 clusters
  Score: Raw -301191.503112 + Penalty 2665.539562 = -298525.963550
  nChanged 204
		SP:Iteration 4F (196945.500000 sec): 3 clusters
  Score: Raw -301329.615633 + Penalty 2665.539562 = -298664.076071
  nChanged 169
		SP:Iteration 5Q (196945.680000 sec): 3 clusters
  Score: Raw -301440.801779 + Penalty 2665.539562 = -298775.262217
  nChanged 132
		SP:Iteration 6Q (196945.850000 sec): 3 clusters
  Score: Raw -301518.752902 + Penalty 2665.539562 = -298853.213340
  nChanged 113
		SP:Iteration 7Q (196946.030000 sec): 3 clusters
  Score: Raw -301588.692061 + Penalty 2665.539562 = -298923.152499
  nChanged 84
		SP:Iteration 8Q (196946.210000 sec): 3 clusters
  Score: Raw -301636.385463 + Penalty 2665.539562 = -298970.845901
  nChanged 82
		SP:Iteration 9Q (196946.380000 sec): 3 clusters
  Score: Raw -301675.938025 + Penalty 2665.539562 = -299010.398463
  nChanged 57
		SP:Iteration 10Q (196946.550000 sec): 3 clusters
  Score: Raw -301701.331355 + Penalty 2665.539562 = -299035.791793
  nChanged 54
		SP:Iteration 11Q (196946.730000 sec): 3 clusters
  Score: Raw -301726.917849 + Penalty 2665.539562 = -299061.378287
  nChanged 63
		SP:Iteration 12Q (196946.910000 sec): 3 clusters
  Score: Raw -301761.575837 + Penalty 2665.539562 = -299096.036275
  nChanged 56
		SP:Iteration 13Q (196947.080000 sec): 3 clusters
  Score: Raw -301791.869943 + Penalty 2665.539562 = -299126.330381
  nChanged 46
		SP:Iteration 14Q (196947.260000 sec): 3 clusters
  Score: Raw -301812.190163 + Penalty 2665.539562 = -299146.650601
  nChanged 35
		SP:Iteration 15Q (196947.430000 sec): 3 clusters
  Score: Raw -301827.224943 + Penalty 2665.539562 = -299161.685381
  nChanged 43
		SP:Iteration 16Q (196947.610000 sec): 3 clusters
  Score: Raw -301845.102415 + Penalty 2665.539562 = -299179.562853
  nChanged 30
		SP:Iteration 17Q (196947.790000 sec): 3 clusters
  Score: Raw -301856.069487 + Penalty 2665.539562 = -299190.529925
  nChanged 24
		SP:Iteration 18Q (196947.960000 sec): 3 clusters
  Score: Raw -301864.254634 + Penalty 2665.539562 = -299198.715072
  nChanged 27
		SP:Iteration 19Q (196948.130000 sec): 3 clusters
  Score: Raw -301876.925963 + Penalty 2665.539562 = -299211.386401
  nChanged 31
		SP:Iteration 20F (196948.300000 sec): 3 clusters
  Score: Raw -301895.716660 + Penalty 2665.539562 = -299230.177098
  nChanged 47
		SP:Iteration 21Q (196948.460000 sec): 3 clusters
  Score: Raw -301920.812617 + Penalty 2665.539562 = -299255.273055
  nChanged 42
		SP:Iteration 22Q (196948.630000 sec): 3 clusters
  Score: Raw -301941.470042 + Penalty 2665.539562 = -299275.930480
  nChanged 35
		SP:Iteration 23Q (196948.790000 sec): 3 clusters
  Score: Raw -301958.574796 + Penalty 2665.539562 = -299293.035234
  nChanged 36
		SP:Iteration 24Q (196948.950000 sec): 3 clusters
  Score: Raw -301975.046772 + Penalty 2665.539562 = -299309.507210
  nChanged 33
		SP:Iteration 25Q (196949.110000 sec): 3 clusters
  Score: Raw -301989.808907 + Penalty 2665.539562 = -299324.269345
  nChanged 33
		SP:Iteration 26Q (196949.280000 sec): 3 clusters
  Score: Raw -302004.107848 + Penalty 2665.539562 = -299338.568286
  nChanged 17
		SP:Iteration 27Q (196949.440000 sec): 3 clusters
  Score: Raw -302012.171040 + Penalty 2665.539562 = -299346.631478
  nChanged 24
		SP:Iteration 28Q (196949.610000 sec): 3 clusters
  Score: Raw -302021.495954 + Penalty 2665.539562 = -299355.956392
  nChanged 15
		SP:Iteration 29Q (196949.770000 sec): 3 clusters
  Score: Raw -302026.889757 + Penalty 2665.539562 = -299361.350195
  nChanged 10
		SP:Iteration 30Q (196949.930000 sec): 3 clusters
  Score: Raw -302029.694721 + Penalty 2665.539562 = -299364.155159
  nChanged 8
		SP:Iteration 31Q (196950.090000 sec): 3 clusters
  Score: Raw -302031.773339 + Penalty 2665.539562 = -299366.233777
  nChanged 9
		SP:Iteration 32Q (196950.270000 sec): 3 clusters
  Score: Raw -302033.518146 + Penalty 2665.539562 = -299367.978584
  nChanged 6
		SP:Iteration 33Q (196950.440000 sec): 3 clusters
  Score: Raw -302034.902710 + Penalty 2665.539562 = -299369.363148
  nChanged 3
		SP:Iteration 34Q (196950.620000 sec): 3 clusters
  Score: Raw -302035.916709 + Penalty 2665.539562 = -299370.377147
  nChanged 3
		SP:Iteration 35Q (196950.790000 sec): 3 clusters
  Score: Raw -302036.412252 + Penalty 2665.539562 = -299370.872690
  nChanged 1
		SP:Iteration 36Q (196950.970000 sec): 3 clusters
  Score: Raw -302036.594358 + Penalty 2665.539562 = -299371.054796
  nChanged 3
		SP:Iteration 37Q (196951.150000 sec): 3 clusters
  Score: Raw -302037.320114 + Penalty 2665.539562 = -299371.780552
  nChanged 4
		SP:Iteration 38Q (196951.320000 sec): 3 clusters
  Score: Raw -302038.489391 + Penalty 2665.539562 = -299372.949829
  nChanged 6
		SP:Iteration 39Q (196951.500000 sec): 3 clusters
  Score: Raw -302040.384264 + Penalty 2665.539562 = -299374.844702
  nChanged 4
		SP:Iteration 40F (196951.670000 sec): 3 clusters
  Score: Raw -302042.229240 + Penalty 2665.539562 = -299376.689678
  nChanged 6
		SP:Iteration 41Q (196951.850000 sec): 3 clusters
  Score: Raw -302044.008260 + Penalty 2665.539562 = -299378.468698
  nChanged 6
		SP:Iteration 42Q (196952.030000 sec): 3 clusters
  Score: Raw -302045.570522 + Penalty 2665.539562 = -299380.030960
  nChanged 6
		SP:Iteration 43Q (196952.200000 sec): 3 clusters
  Score: Raw -302048.027276 + Penalty 2665.539562 = -299382.487714
  nChanged 6
		SP:Iteration 44Q (196952.380000 sec): 3 clusters
  Score: Raw -302050.751854 + Penalty 2665.539562 = -299385.212292
  nChanged 8
		SP:Iteration 45Q (196952.550000 sec): 3 clusters
  Score: Raw -302054.019162 + Penalty 2665.539562 = -299388.479600
  nChanged 8
		SP:Iteration 46Q (196952.730000 sec): 3 clusters
  Score: Raw -302056.041147 + Penalty 2665.539562 = -299390.501584
  nChanged 8
		SP:Iteration 47Q (196952.910000 sec): 3 clusters
  Score: Raw -302058.738699 + Penalty 2665.539562 = -299393.199137
  nChanged 8
		SP:Iteration 48Q (196953.080000 sec): 3 clusters
  Score: Raw -302063.317043 + Penalty 2665.539562 = -299397.777481
  nChanged 12
		SP:Iteration 49Q (196953.260000 sec): 3 clusters
  Score: Raw -302066.610088 + Penalty 2665.539562 = -299401.070526
  nChanged 9
		SP:Iteration 50Q (196953.430000 sec): 3 clusters
  Score: Raw -302069.756448 + Penalty 2665.539562 = -299404.216886
  nChanged 8
		SP:Iteration 51Q (196953.610000 sec): 3 clusters
  Score: Raw -302072.247480 + Penalty 2665.539562 = -299406.707918
  nChanged 12
		SP:Iteration 52Q (196953.780000 sec): 3 clusters
  Score: Raw -302075.132489 + Penalty 2665.539562 = -299409.592927
  nChanged 6
		SP:Iteration 53Q (196953.960000 sec): 3 clusters
  Score: Raw -302076.337066 + Penalty 2665.539562 = -299410.797503
  nChanged 4
		SP:Iteration 54Q (196954.130000 sec): 3 clusters
  Score: Raw -302077.365893 + Penalty 2665.539562 = -299411.826331
  nChanged 5
		SP:Iteration 55Q (196954.310000 sec): 3 clusters
  Score: Raw -302078.926509 + Penalty 2665.539562 = -299413.386947
  nChanged 5
		SP:Iteration 56Q (196954.490000 sec): 3 clusters
  Score: Raw -302080.726034 + Penalty 2665.539562 = -299415.186472
  nChanged 3
		SP:Iteration 57Q (196954.660000 sec): 3 clusters
  Score: Raw -302081.376683 + Penalty 2665.539562 = -299415.837121
  nChanged 2
		SP:Iteration 58Q (196954.840000 sec): 3 clusters
  Score: Raw -302081.856007 + Penalty 2665.539562 = -299416.316445
  nChanged 3
		SP:Iteration 59Q (196955.010000 sec): 3 clusters
  Score: Raw -302082.330603 + Penalty 2665.539562 = -299416.791041
  nChanged 1
		SP:Iteration 60F (196955.190000 sec): 3 clusters
  Score: Raw -302082.926915 + Penalty 2665.539562 = -299417.387353
  nChanged 4
		SP:Iteration 61Q (196955.370000 sec): 3 clusters
  Score: Raw -302084.078282 + Penalty 2665.539562 = -299418.538720
  nChanged 3
		SP:Iteration 62Q (196955.540000 sec): 3 clusters
  Score: Raw -302085.095399 + Penalty 2665.539562 = -299419.555837
  nChanged 5
		SP:Iteration 63Q (196955.720000 sec): 3 clusters
  Score: Raw -302086.239498 + Penalty 2665.539562 = -299420.699936
  nChanged 3
		SP:Iteration 64Q (196955.890000 sec): 3 clusters
  Score: Raw -302087.016379 + Penalty 2665.539562 = -299421.476816
  nChanged 1
		SP:Iteration 65Q (196956.070000 sec): 3 clusters
  Score: Raw -302087.275224 + Penalty 2665.539562 = -299421.735662
  nChanged 1
		SP:Iteration 66Q (196956.250000 sec): 3 clusters
  Score: Raw -302087.657006 + Penalty 2665.539562 = -299422.117444
  nChanged 1
		SP:Iteration 67Q (196956.420000 sec): 3 clusters
  Score: Raw -302087.880720 + Penalty 2665.539562 = -299422.341158
  nChanged 0
		SP:Iteration 68F (196956.600000 sec): 3 clusters
  Score: Raw -302087.880720 + Penalty 2665.539562 = -299422.341158
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 98 (4817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196956.720000 sec): 2 clusters
  Score: Raw -463955.167605 + Penalty 1377.984824 = -462577.182782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196956.820000 sec): 3 clusters
  Score: Raw -461457.441722 + Penalty 2755.969647 = -458701.472075
  nChanged 1952
		SP:Iteration 1F (196956.910000 sec): 3 clusters
  Score: Raw -462574.500094 + Penalty 2755.969647 = -459818.530447
  nChanged 341
		SP:Iteration 2F (196957.000000 sec): 3 clusters
  Score: Raw -462784.787149 + Penalty 2755.969647 = -460028.817501
  nChanged 305
		SP:Iteration 3F (196957.090000 sec): 3 clusters
  Score: Raw -462985.503656 + Penalty 2755.969647 = -460229.534009
  nChanged 253
		SP:Iteration 4F (196957.180000 sec): 3 clusters
  Score: Raw -463155.815010 + Penalty 2755.969647 = -460399.845363
  nChanged 231
		SP:Iteration 5Q (196957.270000 sec): 3 clusters
  Score: Raw -463313.162410 + Penalty 2755.969647 = -460557.192763
  nChanged 197
		SP:Iteration 6Q (196957.360000 sec): 3 clusters
  Score: Raw -463418.871003 + Penalty 2755.969647 = -460662.901356
  nChanged 171
		SP:Iteration 7Q (196957.450000 sec): 3 clusters
  Score: Raw -463507.314481 + Penalty 2755.969647 = -460751.344834
  nChanged 138
		SP:Iteration 8Q (196957.550000 sec): 3 clusters
  Score: Raw -463567.949541 + Penalty 2755.969647 = -460811.979894
  nChanged 122
		SP:Iteration 9Q (196957.630000 sec): 3 clusters
  Score: Raw -463620.812155 + Penalty 2755.969647 = -460864.842507
  nChanged 94
		SP:Iteration 10Q (196957.730000 sec): 3 clusters
  Score: Raw -463662.246558 + Penalty 2755.969647 = -460906.276911
  nChanged 103
		SP:Iteration 11Q (196957.820000 sec): 3 clusters
  Score: Raw -463701.611690 + Penalty 2755.969647 = -460945.642043
  nChanged 81
		SP:Iteration 12Q (196957.910000 sec): 3 clusters
  Score: Raw -463733.995965 + Penalty 2755.969647 = -460978.026318
  nChanged 78
		SP:Iteration 13Q (196958.000000 sec): 3 clusters
  Score: Raw -463763.627273 + Penalty 2755.969647 = -461007.657626
  nChanged 62
		SP:Iteration 14Q (196958.090000 sec): 3 clusters
  Score: Raw -463785.492633 + Penalty 2755.969647 = -461029.522985
  nChanged 53
		SP:Iteration 15Q (196958.180000 sec): 3 clusters
  Score: Raw -463805.219801 + Penalty 2755.969647 = -461049.250154
  nChanged 47
		SP:Iteration 16Q (196958.270000 sec): 3 clusters
  Score: Raw -463821.801354 + Penalty 2755.969647 = -461065.831707
  nChanged 31
		SP:Iteration 17Q (196958.370000 sec): 3 clusters
  Score: Raw -463829.423231 + Penalty 2755.969647 = -461073.453584
  nChanged 18
		SP:Iteration 18Q (196958.450000 sec): 3 clusters
  Score: Raw -463833.749866 + Penalty 2755.969647 = -461077.780219
  nChanged 17
		SP:Iteration 19Q (196958.550000 sec): 3 clusters
  Score: Raw -463839.793110 + Penalty 2755.969647 = -461083.823463
  nChanged 19
		SP:Iteration 20F (196958.640000 sec): 3 clusters
  Score: Raw -463844.759711 + Penalty 2755.969647 = -461088.790064
  nChanged 17
		SP:Iteration 21Q (196958.730000 sec): 3 clusters
  Score: Raw -463850.250826 + Penalty 2755.969647 = -461094.281179
  nChanged 16
		SP:Iteration 22Q (196958.820000 sec): 3 clusters
  Score: Raw -463855.588330 + Penalty 2755.969647 = -461099.618682
  nChanged 17
		SP:Iteration 23Q (196958.910000 sec): 3 clusters
  Score: Raw -463860.272633 + Penalty 2755.969647 = -461104.302985
  nChanged 15
		SP:Iteration 24Q (196959.000000 sec): 3 clusters
  Score: Raw -463864.291868 + Penalty 2755.969647 = -461108.322221
  nChanged 13
		SP:Iteration 25Q (196959.090000 sec): 3 clusters
  Score: Raw -463868.064915 + Penalty 2755.969647 = -461112.095267
  nChanged 12
		SP:Iteration 26Q (196959.180000 sec): 3 clusters
  Score: Raw -463871.068932 + Penalty 2755.969647 = -461115.099285
  nChanged 7
		SP:Iteration 27Q (196959.270000 sec): 3 clusters
  Score: Raw -463873.043418 + Penalty 2755.969647 = -461117.073771
  nChanged 8
		SP:Iteration 28Q (196959.360000 sec): 3 clusters
  Score: Raw -463875.181994 + Penalty 2755.969647 = -461119.212347
  nChanged 5
		SP:Iteration 29Q (196959.450000 sec): 3 clusters
  Score: Raw -463876.376213 + Penalty 2755.969647 = -461120.406566
  nChanged 4
		SP:Iteration 30Q (196959.550000 sec): 3 clusters
  Score: Raw -463877.424511 + Penalty 2755.969647 = -461121.454864
  nChanged 4
		SP:Iteration 31Q (196959.640000 sec): 3 clusters
  Score: Raw -463878.268050 + Penalty 2755.969647 = -461122.298403
  nChanged 1
		SP:Iteration 32Q (196959.730000 sec): 3 clusters
  Score: Raw -463878.455264 + Penalty 2755.969647 = -461122.485617
  nChanged 1
		SP:Iteration 33Q (196959.820000 sec): 3 clusters
  Score: Raw -463878.620479 + Penalty 2755.969647 = -461122.650832
  nChanged 4
		SP:Iteration 34Q (196959.910000 sec): 3 clusters
  Score: Raw -463879.873073 + Penalty 2755.969647 = -461123.903426
  nChanged 7
		SP:Iteration 35Q (196960.000000 sec): 3 clusters
  Score: Raw -463881.483265 + Penalty 2755.969647 = -461125.513618
  nChanged 4
		SP:Iteration 36Q (196960.090000 sec): 3 clusters
  Score: Raw -463882.932015 + Penalty 2755.969647 = -461126.962368
  nChanged 5
		SP:Iteration 37Q (196960.180000 sec): 3 clusters
  Score: Raw -463884.444508 + Penalty 2755.969647 = -461128.474860
  nChanged 9
		SP:Iteration 38Q (196960.270000 sec): 3 clusters
  Score: Raw -463887.624067 + Penalty 2755.969647 = -461131.654419
  nChanged 7
		SP:Iteration 39Q (196960.370000 sec): 3 clusters
  Score: Raw -463889.940234 + Penalty 2755.969647 = -461133.970587
  nChanged 10
		SP:Iteration 40F (196960.450000 sec): 3 clusters
  Score: Raw -463892.565563 + Penalty 2755.969647 = -461136.595916
  nChanged 9
		SP:Iteration 41Q (196960.550000 sec): 3 clusters
  Score: Raw -463895.382625 + Penalty 2755.969647 = -461139.412978
  nChanged 11
		SP:Iteration 42Q (196960.640000 sec): 3 clusters
  Score: Raw -463898.738434 + Penalty 2755.969647 = -461142.768786
  nChanged 15
		SP:Iteration 43Q (196960.730000 sec): 3 clusters
  Score: Raw -463902.758978 + Penalty 2755.969647 = -461146.789331
  nChanged 11
		SP:Iteration 44Q (196960.820000 sec): 3 clusters
  Score: Raw -463906.550176 + Penalty 2755.969647 = -461150.580528
  nChanged 10
		SP:Iteration 45Q (196960.910000 sec): 3 clusters
  Score: Raw -463909.704988 + Penalty 2755.969647 = -461153.735341
  nChanged 16
		SP:Iteration 46Q (196961.000000 sec): 3 clusters
  Score: Raw -463914.364778 + Penalty 2755.969647 = -461158.395131
  nChanged 15
		SP:Iteration 47Q (196961.090000 sec): 3 clusters
  Score: Raw -463919.528218 + Penalty 2755.969647 = -461163.558571
  nChanged 13
		SP:Iteration 48Q (196961.190000 sec): 3 clusters
  Score: Raw -463923.284283 + Penalty 2755.969647 = -461167.314636
  nChanged 13
		SP:Iteration 49Q (196961.270000 sec): 3 clusters
  Score: Raw -463928.189696 + Penalty 2755.969647 = -461172.220049
  nChanged 10
		SP:Iteration 50Q (196961.370000 sec): 3 clusters
  Score: Raw -463932.626280 + Penalty 2755.969647 = -461176.656633
  nChanged 15
		SP:Iteration 51Q (196961.460000 sec): 3 clusters
  Score: Raw -463938.214749 + Penalty 2755.969647 = -461182.245102
  nChanged 14
		SP:Iteration 52Q (196961.560000 sec): 3 clusters
  Score: Raw -463943.125974 + Penalty 2755.969647 = -461187.156327
  nChanged 17
		SP:Iteration 53Q (196961.650000 sec): 3 clusters
  Score: Raw -463951.601314 + Penalty 2755.969647 = -461195.631667
  nChanged 17
		SP:Iteration 54Q (196961.740000 sec): 3 clusters
  Score: Raw -463959.656922 + Penalty 2755.969647 = -461203.687275
  nChanged 29
		SP:Iteration 55Q (196961.830000 sec): 3 clusters
  Score: Raw -463971.885475 + Penalty 2755.969647 = -461215.915828
  nChanged 36
		SP:Iteration 56Q (196961.930000 sec): 3 clusters
  Score: Raw -463988.901311 + Penalty 2755.969647 = -461232.931663
  nChanged 37
		SP:Iteration 57Q (196962.010000 sec): 3 clusters
  Score: Raw -464014.091792 + Penalty 2755.969647 = -461258.122145
  nChanged 32
		SP:Iteration 58Q (196962.110000 sec): 3 clusters
  Score: Raw -464036.027168 + Penalty 2755.969647 = -461280.057520
  nChanged 37
		SP:Iteration 59Q (196962.200000 sec): 3 clusters
  Score: Raw -464066.359978 + Penalty 2755.969647 = -461310.390331
  nChanged 51
		SP:Iteration 60F (196962.290000 sec): 3 clusters
  Score: Raw -464099.902160 + Penalty 2755.969647 = -461343.932513
  nChanged 44
		SP:Iteration 61Q (196962.370000 sec): 3 clusters
  Score: Raw -464123.800887 + Penalty 2755.969647 = -461367.831239
  nChanged 35
		SP:Iteration 62Q (196962.450000 sec): 3 clusters
  Score: Raw -464139.289447 + Penalty 2755.969647 = -461383.319800
  nChanged 17
		SP:Iteration 63Q (196962.540000 sec): 3 clusters
  Score: Raw -464146.699432 + Penalty 2755.969647 = -461390.729785
  nChanged 14
		SP:Iteration 64Q (196962.630000 sec): 3 clusters
  Score: Raw -464152.668714 + Penalty 2755.969647 = -461396.699067
  nChanged 11
		SP:Iteration 65Q (196962.710000 sec): 3 clusters
  Score: Raw -464157.573065 + Penalty 2755.969647 = -461401.603417
  nChanged 12
		SP:Iteration 66Q (196962.790000 sec): 3 clusters
  Score: Raw -464162.023511 + Penalty 2755.969647 = -461406.053863
  nChanged 4
		SP:Iteration 67Q (196962.880000 sec): 3 clusters
  Score: Raw -464163.765054 + Penalty 2755.969647 = -461407.795407
  nChanged 4
		SP:Iteration 68Q (196963.060000 sec): 3 clusters
  Score: Raw -464165.062881 + Penalty 2755.969647 = -461409.093233
  nChanged 3
		SP:Iteration 69Q (196963.230000 sec): 3 clusters
  Score: Raw -464166.141090 + Penalty 2755.969647 = -461410.171443
  nChanged 3
		SP:Iteration 70Q (196963.410000 sec): 3 clusters
  Score: Raw -464167.252655 + Penalty 2755.969647 = -461411.283008
  nChanged 5
		SP:Iteration 71Q (196963.590000 sec): 3 clusters
  Score: Raw -464169.060886 + Penalty 2755.969647 = -461413.091239
  nChanged 6
		SP:Iteration 72Q (196963.760000 sec): 3 clusters
  Score: Raw -464172.590583 + Penalty 2755.969647 = -461416.620936
  nChanged 14
		SP:Iteration 73Q (196963.930000 sec): 3 clusters
  Score: Raw -464180.195407 + Penalty 2755.969647 = -461424.225760
  nChanged 11
		SP:Iteration 74Q (196964.100000 sec): 3 clusters
  Score: Raw -464185.171746 + Penalty 2755.969647 = -461429.202099
  nChanged 14
		SP:Iteration 75Q (196964.280000 sec): 3 clusters
  Score: Raw -464191.288304 + Penalty 2755.969647 = -461435.318657
  nChanged 6
		SP:Iteration 76Q (196964.430000 sec): 3 clusters
  Score: Raw -464194.055672 + Penalty 2755.969647 = -461438.086024
  nChanged 7
		SP:Iteration 77Q (196964.530000 sec): 3 clusters
  Score: Raw -464197.655536 + Penalty 2755.969647 = -461441.685889
  nChanged 6
		SP:Iteration 78Q (196964.610000 sec): 3 clusters
  Score: Raw -464200.314779 + Penalty 2755.969647 = -461444.345132
  nChanged 3
		SP:Iteration 79Q (196964.700000 sec): 3 clusters
  Score: Raw -464201.771569 + Penalty 2755.969647 = -461445.801922
  nChanged 2
		SP:Iteration 80F (196964.790000 sec): 3 clusters
  Score: Raw -464202.654020 + Penalty 2755.969647 = -461446.684373
  nChanged 1
		SP:Iteration 81Q (196964.870000 sec): 3 clusters
  Score: Raw -464202.881588 + Penalty 2755.969647 = -461446.911941
  nChanged 3
		SP:Iteration 82Q (196964.960000 sec): 3 clusters
  Score: Raw -464203.711045 + Penalty 2755.969647 = -461447.741398
  nChanged 1
		SP:Iteration 83Q (196965.040000 sec): 3 clusters
  Score: Raw -464204.086779 + Penalty 2755.969647 = -461448.117132
  nChanged 2
		SP:Iteration 84Q (196965.120000 sec): 3 clusters
  Score: Raw -464205.048202 + Penalty 2755.969647 = -461449.078555
  nChanged 6
		SP:Iteration 85Q (196965.280000 sec): 3 clusters
  Score: Raw -464207.329349 + Penalty 2755.969647 = -461451.359702
  nChanged 7
		SP:Iteration 86Q (196965.370000 sec): 3 clusters
  Score: Raw -464208.998165 + Penalty 2755.969647 = -461453.028518
  nChanged 5
		SP:Iteration 87Q (196965.450000 sec): 3 clusters
  Score: Raw -464211.070857 + Penalty 2755.969647 = -461455.101210
  nChanged 6
		SP:Iteration 88Q (196965.540000 sec): 3 clusters
  Score: Raw -464212.536753 + Penalty 2755.969647 = -461456.567106
  nChanged 3
		SP:Iteration 89Q (196965.700000 sec): 3 clusters
  Score: Raw -464213.753092 + Penalty 2755.969647 = -461457.783445
  nChanged 2
		SP:Iteration 90Q (196965.880000 sec): 3 clusters
  Score: Raw -464214.405163 + Penalty 2755.969647 = -461458.435516
  nChanged 2
		SP:Iteration 91Q (196966.050000 sec): 3 clusters
  Score: Raw -464214.794545 + Penalty 2755.969647 = -461458.824897
  nChanged 2
		SP:Iteration 92Q (196966.230000 sec): 3 clusters
  Score: Raw -464215.345757 + Penalty 2755.969647 = -461459.376110
  nChanged 0
		SP:Iteration 93F (196966.400000 sec): 3 clusters
  Score: Raw -464215.345757 + Penalty 2755.969647 = -461459.376110
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 99 (1144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196966.480000 sec): 2 clusters
  Score: Raw -100665.683358 + Penalty 1144.371503 = -99521.311855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196966.660000 sec): 3 clusters
  Score: Raw -100248.150225 + Penalty 2288.743006 = -97959.407219
  nChanged 371
		SP:Iteration 1F (196966.840000 sec): 3 clusters
  Score: Raw -100556.388486 + Penalty 2288.743006 = -98267.645480
  nChanged 93
		SP:Iteration 2F (196967.010000 sec): 3 clusters
  Score: Raw -100657.841576 + Penalty 2288.743006 = -98369.098571
  nChanged 52
		SP:Iteration 3Q (196967.190000 sec): 3 clusters
  Score: Raw -100716.653203 + Penalty 2288.743006 = -98427.910198
  nChanged 42
		SP:Iteration 4Q (196967.360000 sec): 3 clusters
  Score: Raw -100755.784996 + Penalty 2288.743006 = -98467.041990
  nChanged 31
		SP:Iteration 5Q (196967.540000 sec): 3 clusters
  Score: Raw -100789.845551 + Penalty 2288.743006 = -98501.102545
  nChanged 21
		SP:Iteration 6Q (196967.720000 sec): 3 clusters
  Score: Raw -100809.208660 + Penalty 2288.743006 = -98520.465654
  nChanged 24
		SP:Iteration 7Q (196967.890000 sec): 3 clusters
  Score: Raw -100835.062561 + Penalty 2288.743006 = -98546.319555
  nChanged 20
		SP:Iteration 8Q (196968.070000 sec): 3 clusters
  Score: Raw -100852.139223 + Penalty 2288.743006 = -98563.396217
  nChanged 13
		SP:Iteration 9Q (196968.240000 sec): 3 clusters
  Score: Raw -100861.243566 + Penalty 2288.743006 = -98572.500560
  nChanged 10
		SP:Iteration 10Q (196968.420000 sec): 3 clusters
  Score: Raw -100868.879996 + Penalty 2288.743006 = -98580.136990
  nChanged 13
		SP:Iteration 11Q (196968.600000 sec): 3 clusters
  Score: Raw -100882.209091 + Penalty 2288.743006 = -98593.466085
  nChanged 7
		SP:Iteration 12Q (196968.770000 sec): 3 clusters
  Score: Raw -100889.168362 + Penalty 2288.743006 = -98600.425357
  nChanged 3
		SP:Iteration 13Q (196968.940000 sec): 3 clusters
  Score: Raw -100890.651887 + Penalty 2288.743006 = -98601.908881
  nChanged 1
		SP:Iteration 14Q (196969.120000 sec): 3 clusters
  Score: Raw -100891.560010 + Penalty 2288.743006 = -98602.817004
  nChanged 1
		SP:Iteration 15Q (196969.300000 sec): 3 clusters
  Score: Raw -100892.964652 + Penalty 2288.743006 = -98604.221646
  nChanged 3
		SP:Iteration 16Q (196969.470000 sec): 3 clusters
  Score: Raw -100896.622194 + Penalty 2288.743006 = -98607.879188
  nChanged 0
		SP:Iteration 17F (196969.650000 sec): 3 clusters
  Score: Raw -100896.622194 + Penalty 2288.743006 = -98607.879188
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 100 (6215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196969.730000 sec): 2 clusters
  Score: Raw -531622.001276 + Penalty 1419.392163 = -530202.609113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196969.850000 sec): 3 clusters
  Score: Raw -528344.268090 + Penalty 2838.784326 = -525505.483764
  nChanged 2593
		SP:Iteration 1F (196969.960000 sec): 3 clusters
  Score: Raw -529863.072001 + Penalty 2838.784326 = -527024.287674
  nChanged 475
		SP:Iteration 2F (196970.180000 sec): 3 clusters
  Score: Raw -530169.546382 + Penalty 2838.784326 = -527330.762056
  nChanged 400
		SP:Iteration 3F (196970.340000 sec): 3 clusters
  Score: Raw -530446.960304 + Penalty 2838.784326 = -527608.175977
  nChanged 344
		SP:Iteration 4F (196970.460000 sec): 3 clusters
  Score: Raw -530676.584740 + Penalty 2838.784326 = -527837.800413
  nChanged 314
		SP:Iteration 5F (196970.560000 sec): 3 clusters
  Score: Raw -530879.119289 + Penalty 2838.784326 = -528040.334963
  nChanged 279
		SP:Iteration 6Q (196970.670000 sec): 3 clusters
  Score: Raw -531056.029447 + Penalty 2838.784326 = -528217.245121
  nChanged 241
		SP:Iteration 7Q (196970.780000 sec): 3 clusters
  Score: Raw -531193.908176 + Penalty 2838.784326 = -528355.123850
  nChanged 187
		SP:Iteration 8Q (196970.890000 sec): 3 clusters
  Score: Raw -531287.652161 + Penalty 2838.784326 = -528448.867835
  nChanged 147
		SP:Iteration 9Q (196971.000000 sec): 3 clusters
  Score: Raw -531358.292298 + Penalty 2838.784326 = -528519.507972
  nChanged 115
		SP:Iteration 10Q (196971.230000 sec): 3 clusters
  Score: Raw -531409.277444 + Penalty 2838.784326 = -528570.493117
  nChanged 102
		SP:Iteration 11Q (196971.380000 sec): 3 clusters
  Score: Raw -531456.880528 + Penalty 2838.784326 = -528618.096202
  nChanged 98
		SP:Iteration 12Q (196971.600000 sec): 3 clusters
  Score: Raw -531516.473541 + Penalty 2838.784326 = -528677.689215
  nChanged 95
		SP:Iteration 13Q (196971.800000 sec): 3 clusters
  Score: Raw -531572.460370 + Penalty 2838.784326 = -528733.676044
  nChanged 89
		SP:Iteration 14Q (196971.970000 sec): 3 clusters
  Score: Raw -531619.318713 + Penalty 2838.784326 = -528780.534387
  nChanged 86
		SP:Iteration 15Q (196972.140000 sec): 3 clusters
  Score: Raw -531661.213543 + Penalty 2838.784326 = -528822.429217
  nChanged 66
		SP:Iteration 16Q (196972.300000 sec): 3 clusters
  Score: Raw -531690.112125 + Penalty 2838.784326 = -528851.327798
  nChanged 66
		SP:Iteration 17Q (196972.470000 sec): 3 clusters
  Score: Raw -531716.450281 + Penalty 2838.784326 = -528877.665955
  nChanged 54
		SP:Iteration 18Q (196972.640000 sec): 3 clusters
  Score: Raw -531737.034569 + Penalty 2838.784326 = -528898.250243
  nChanged 47
		SP:Iteration 19Q (196972.800000 sec): 3 clusters
  Score: Raw -531752.380000 + Penalty 2838.784326 = -528913.595674
  nChanged 29
		SP:Iteration 20F (196973.020000 sec): 3 clusters
  Score: Raw -531762.283752 + Penalty 2838.784326 = -528923.499426
  nChanged 29
		SP:Iteration 21Q (196973.180000 sec): 3 clusters
  Score: Raw -531773.969224 + Penalty 2838.784326 = -528935.184897
  nChanged 27
		SP:Iteration 22Q (196973.350000 sec): 3 clusters
  Score: Raw -531785.445189 + Penalty 2838.784326 = -528946.660863
  nChanged 25
		SP:Iteration 23Q (196973.520000 sec): 3 clusters
  Score: Raw -531797.176649 + Penalty 2838.784326 = -528958.392323
  nChanged 29
		SP:Iteration 24Q (196973.710000 sec): 3 clusters
  Score: Raw -531811.755675 + Penalty 2838.784326 = -528972.971348
  nChanged 28
		SP:Iteration 25Q (196973.890000 sec): 3 clusters
  Score: Raw -531823.273084 + Penalty 2838.784326 = -528984.488758
  nChanged 22
		SP:Iteration 26Q (196974.060000 sec): 3 clusters
  Score: Raw -531829.660631 + Penalty 2838.784326 = -528990.876304
  nChanged 16
		SP:Iteration 27Q (196974.230000 sec): 3 clusters
  Score: Raw -531836.897225 + Penalty 2838.784326 = -528998.112899
  nChanged 26
		SP:Iteration 28Q (196974.390000 sec): 3 clusters
  Score: Raw -531848.311089 + Penalty 2838.784326 = -529009.526763
  nChanged 21
		SP:Iteration 29Q (196974.560000 sec): 3 clusters
  Score: Raw -531855.690212 + Penalty 2838.784326 = -529016.905886
  nChanged 12
		SP:Iteration 30Q (196974.730000 sec): 3 clusters
  Score: Raw -531860.382351 + Penalty 2838.784326 = -529021.598025
  nChanged 7
		SP:Iteration 31Q (196974.890000 sec): 3 clusters
  Score: Raw -531862.315615 + Penalty 2838.784326 = -529023.531289
  nChanged 4
		SP:Iteration 32Q (196975.060000 sec): 3 clusters
  Score: Raw -531863.126227 + Penalty 2838.784326 = -529024.341901
  nChanged 5
		SP:Iteration 33Q (196975.270000 sec): 3 clusters
  Score: Raw -531864.272843 + Penalty 2838.784326 = -529025.488517
  nChanged 0
		SP:Iteration 34F (196975.480000 sec): 3 clusters
  Score: Raw -531864.272843 + Penalty 2838.784326 = -529025.488517
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 101 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196975.550000 sec): 2 clusters
  Score: Raw -134279.230268 + Penalty 1174.613123 = -133104.617145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196975.730000 sec): 3 clusters
  Score: Raw -133740.542242 + Penalty 2349.226247 = -131391.315995
  nChanged 456
		SP:Iteration 1F (196975.900000 sec): 3 clusters
  Score: Raw -134113.080257 + Penalty 2349.226247 = -131763.854011
  nChanged 124
		SP:Iteration 2F (196976.080000 sec): 3 clusters
  Score: Raw -134251.777552 + Penalty 2349.226247 = -131902.551305
  nChanged 73
		SP:Iteration 3F (196976.250000 sec): 3 clusters
  Score: Raw -134329.151727 + Penalty 2349.226247 = -131979.925480
  nChanged 57
		SP:Iteration 4Q (196976.430000 sec): 3 clusters
  Score: Raw -134379.755127 + Penalty 2349.226247 = -132030.528881
  nChanged 47
		SP:Iteration 5Q (196976.610000 sec): 3 clusters
  Score: Raw -134421.995513 + Penalty 2349.226247 = -132072.769266
  nChanged 34
		SP:Iteration 6Q (196976.780000 sec): 3 clusters
  Score: Raw -134456.728869 + Penalty 2349.226247 = -132107.502622
  nChanged 24
		SP:Iteration 7Q (196976.950000 sec): 3 clusters
  Score: Raw -134475.754869 + Penalty 2349.226247 = -132126.528623
  nChanged 17
		SP:Iteration 8Q (196977.120000 sec): 3 clusters
  Score: Raw -134488.110156 + Penalty 2349.226247 = -132138.883909
  nChanged 12
		SP:Iteration 9Q (196977.280000 sec): 3 clusters
  Score: Raw -134495.976622 + Penalty 2349.226247 = -132146.750375
  nChanged 7
		SP:Iteration 10Q (196977.440000 sec): 3 clusters
  Score: Raw -134500.872395 + Penalty 2349.226247 = -132151.646148
  nChanged 7
		SP:Iteration 11Q (196977.600000 sec): 3 clusters
  Score: Raw -134505.350187 + Penalty 2349.226247 = -132156.123940
  nChanged 6
		SP:Iteration 12Q (196977.770000 sec): 3 clusters
  Score: Raw -134507.541929 + Penalty 2349.226247 = -132158.315683
  nChanged 2
		SP:Iteration 13Q (196977.930000 sec): 3 clusters
  Score: Raw -134508.928385 + Penalty 2349.226247 = -132159.702138
  nChanged 1
		SP:Iteration 14Q (196978.090000 sec): 3 clusters
  Score: Raw -134509.230277 + Penalty 2349.226247 = -132160.004030
  nChanged 0
		SP:Iteration 15F (196978.260000 sec): 3 clusters
  Score: Raw -134509.230277 + Penalty 2349.226247 = -132160.004030
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 102 (1798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196978.340000 sec): 2 clusters
  Score: Raw -143260.825986 + Penalty 1217.844910 = -142042.981077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196978.500000 sec): 3 clusters
  Score: Raw -142548.692004 + Penalty 2435.689820 = -140113.002184
  nChanged 598
		SP:Iteration 1F (196978.670000 sec): 3 clusters
  Score: Raw -142930.783862 + Penalty 2435.689820 = -140495.094042
  nChanged 165
		SP:Iteration 2F (196978.840000 sec): 3 clusters
  Score: Raw -143079.694024 + Penalty 2435.689820 = -140644.004204
  nChanged 117
		SP:Iteration 3F (196979.010000 sec): 3 clusters
  Score: Raw -143179.165007 + Penalty 2435.689820 = -140743.475188
  nChanged 75
		SP:Iteration 4Q (196979.150000 sec): 3 clusters
  Score: Raw -143239.048341 + Penalty 2435.689820 = -140803.358521
  nChanged 60
		SP:Iteration 5Q (196979.330000 sec): 3 clusters
  Score: Raw -143281.707074 + Penalty 2435.689820 = -140846.017255
  nChanged 42
		SP:Iteration 6Q (196979.420000 sec): 3 clusters
  Score: Raw -143318.826078 + Penalty 2435.689820 = -140883.136258
  nChanged 48
		SP:Iteration 7Q (196979.490000 sec): 3 clusters
  Score: Raw -143377.398324 + Penalty 2435.689820 = -140941.708504
  nChanged 53
		SP:Iteration 8Q (196979.520000 sec): 3 clusters
  Score: Raw -143443.868200 + Penalty 2435.689820 = -141008.178380
  nChanged 50
		SP:Iteration 9Q (196979.550000 sec): 3 clusters
  Score: Raw -143492.736479 + Penalty 2435.689820 = -141057.046659
  nChanged 49
		SP:Iteration 10Q (196979.590000 sec): 3 clusters
  Score: Raw -143537.042721 + Penalty 2435.689820 = -141101.352901
  nChanged 44
		SP:Iteration 11Q (196979.620000 sec): 3 clusters
  Score: Raw -143568.984004 + Penalty 2435.689820 = -141133.294184
  nChanged 33
		SP:Iteration 12Q (196979.660000 sec): 3 clusters
  Score: Raw -143594.863219 + Penalty 2435.689820 = -141159.173399
  nChanged 27
		SP:Iteration 13Q (196979.690000 sec): 3 clusters
  Score: Raw -143620.143694 + Penalty 2435.689820 = -141184.453874
  nChanged 39
		SP:Iteration 14Q (196979.730000 sec): 3 clusters
  Score: Raw -143654.987020 + Penalty 2435.689820 = -141219.297200
  nChanged 25
		SP:Iteration 15Q (196979.760000 sec): 3 clusters
  Score: Raw -143673.361299 + Penalty 2435.689820 = -141237.671479
  nChanged 19
		SP:Iteration 16Q (196979.790000 sec): 3 clusters
  Score: Raw -143687.078539 + Penalty 2435.689820 = -141251.388719
  nChanged 17
		SP:Iteration 17Q (196979.830000 sec): 3 clusters
  Score: Raw -143700.435316 + Penalty 2435.689820 = -141264.745496
  nChanged 19
		SP:Iteration 18Q (196979.860000 sec): 3 clusters
  Score: Raw -143712.358891 + Penalty 2435.689820 = -141276.669071
  nChanged 17
		SP:Iteration 19Q (196979.900000 sec): 3 clusters
  Score: Raw -143727.293875 + Penalty 2435.689820 = -141291.604056
  nChanged 21
		SP:Iteration 20F (196979.930000 sec): 3 clusters
  Score: Raw -143755.876742 + Penalty 2435.689820 = -141320.186923
  nChanged 23
		SP:Iteration 21Q (196979.970000 sec): 3 clusters
  Score: Raw -143773.409754 + Penalty 2435.689820 = -141337.719934
  nChanged 16
		SP:Iteration 22Q (196980.000000 sec): 3 clusters
  Score: Raw -143785.537727 + Penalty 2435.689820 = -141349.847907
  nChanged 6
		SP:Iteration 23Q (196980.030000 sec): 3 clusters
  Score: Raw -143789.231224 + Penalty 2435.689820 = -141353.541404
  nChanged 6
		SP:Iteration 24Q (196980.070000 sec): 3 clusters
  Score: Raw -143792.087944 + Penalty 2435.689820 = -141356.398124
  nChanged 4
		SP:Iteration 25Q (196980.100000 sec): 3 clusters
  Score: Raw -143793.376410 + Penalty 2435.689820 = -141357.686591
  nChanged 0
		SP:Iteration 26F (196980.140000 sec): 3 clusters
  Score: Raw -143793.376410 + Penalty 2435.689820 = -141357.686591
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 103 (3820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196980.210000 sec): 2 clusters
  Score: Raw -276697.716202 + Penalty 1340.300927 = -275357.415275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196980.290000 sec): 3 clusters
  Score: Raw -274805.112829 + Penalty 2680.601853 = -272124.510976
  nChanged 1531
		SP:Iteration 1F (196980.370000 sec): 3 clusters
  Score: Raw -275902.562887 + Penalty 2680.601853 = -273221.961034
  nChanged 363
		SP:Iteration 2F (196980.450000 sec): 3 clusters
  Score: Raw -276250.221619 + Penalty 2680.601853 = -273569.619766
  nChanged 276
		SP:Iteration 3F (196980.530000 sec): 3 clusters
  Score: Raw -276523.523394 + Penalty 2680.601853 = -273842.921541
  nChanged 232
		SP:Iteration 4F (196980.610000 sec): 3 clusters
  Score: Raw -276732.916698 + Penalty 2680.601853 = -274052.314845
  nChanged 168
		SP:Iteration 5Q (196980.690000 sec): 3 clusters
  Score: Raw -276866.008808 + Penalty 2680.601853 = -274185.406955
  nChanged 136
		SP:Iteration 6Q (196980.760000 sec): 3 clusters
  Score: Raw -276951.370707 + Penalty 2680.601853 = -274270.768854
  nChanged 105
		SP:Iteration 7Q (196980.840000 sec): 3 clusters
  Score: Raw -277010.535554 + Penalty 2680.601853 = -274329.933701
  nChanged 74
		SP:Iteration 8Q (196980.920000 sec): 3 clusters
  Score: Raw -277050.988400 + Penalty 2680.601853 = -274370.386547
  nChanged 54
		SP:Iteration 9Q (196981.000000 sec): 3 clusters
  Score: Raw -277076.187039 + Penalty 2680.601853 = -274395.585186
  nChanged 50
		SP:Iteration 10Q (196981.070000 sec): 3 clusters
  Score: Raw -277102.317043 + Penalty 2680.601853 = -274421.715190
  nChanged 44
		SP:Iteration 11Q (196981.150000 sec): 3 clusters
  Score: Raw -277125.014932 + Penalty 2680.601853 = -274444.413079
  nChanged 43
		SP:Iteration 12Q (196981.230000 sec): 3 clusters
  Score: Raw -277147.603450 + Penalty 2680.601853 = -274467.001597
  nChanged 38
		SP:Iteration 13Q (196981.310000 sec): 3 clusters
  Score: Raw -277165.902959 + Penalty 2680.601853 = -274485.301106
  nChanged 38
		SP:Iteration 14Q (196981.380000 sec): 3 clusters
  Score: Raw -277191.688553 + Penalty 2680.601853 = -274511.086700
  nChanged 32
		SP:Iteration 15Q (196981.460000 sec): 3 clusters
  Score: Raw -277208.576602 + Penalty 2680.601853 = -274527.974749
  nChanged 32
		SP:Iteration 16Q (196981.540000 sec): 3 clusters
  Score: Raw -277224.339272 + Penalty 2680.601853 = -274543.737419
  nChanged 26
		SP:Iteration 17Q (196981.660000 sec): 3 clusters
  Score: Raw -277236.239289 + Penalty 2680.601853 = -274555.637435
  nChanged 20
		SP:Iteration 18Q (196981.830000 sec): 3 clusters
  Score: Raw -277243.331142 + Penalty 2680.601853 = -274562.729289
  nChanged 20
		SP:Iteration 19Q (196982.010000 sec): 3 clusters
  Score: Raw -277250.432591 + Penalty 2680.601853 = -274569.830738
  nChanged 21
		SP:Iteration 20F (196982.190000 sec): 3 clusters
  Score: Raw -277258.170846 + Penalty 2680.601853 = -274577.568993
  nChanged 17
		SP:Iteration 21Q (196982.360000 sec): 3 clusters
  Score: Raw -277266.382566 + Penalty 2680.601853 = -274585.780713
  nChanged 18
		SP:Iteration 22Q (196982.540000 sec): 3 clusters
  Score: Raw -277271.989024 + Penalty 2680.601853 = -274591.387171
  nChanged 12
		SP:Iteration 23Q (196982.710000 sec): 3 clusters
  Score: Raw -277276.051031 + Penalty 2680.601853 = -274595.449178
  nChanged 12
		SP:Iteration 24Q (196982.890000 sec): 3 clusters
  Score: Raw -277278.816959 + Penalty 2680.601853 = -274598.215106
  nChanged 4
		SP:Iteration 25Q (196983.070000 sec): 3 clusters
  Score: Raw -277279.395638 + Penalty 2680.601853 = -274598.793785
  nChanged 3
		SP:Iteration 26Q (196983.240000 sec): 3 clusters
  Score: Raw -277279.714733 + Penalty 2680.601853 = -274599.112880
  nChanged 2
		SP:Iteration 27Q (196983.410000 sec): 3 clusters
  Score: Raw -277280.269698 + Penalty 2680.601853 = -274599.667845
  nChanged 1
		SP:Iteration 28Q (196983.590000 sec): 3 clusters
  Score: Raw -277280.413591 + Penalty 2680.601853 = -274599.811738
  nChanged 0
		SP:Iteration 29F (196983.770000 sec): 3 clusters
  Score: Raw -277280.413591 + Penalty 2680.601853 = -274599.811738
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 104 (8848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196983.910000 sec): 2 clusters
  Score: Raw -837477.543247 + Penalty 1476.791343 = -836000.751905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196984.090000 sec): 3 clusters
  Score: Raw -832513.206358 + Penalty 2953.582685 = -829559.623673
  nChanged 3767
		SP:Iteration 1F (196984.290000 sec): 3 clusters
  Score: Raw -834584.606335 + Penalty 2953.582685 = -831631.023650
  nChanged 529
		SP:Iteration 2F (196984.490000 sec): 3 clusters
  Score: Raw -834833.466016 + Penalty 2953.582685 = -831879.883331
  nChanged 456
		SP:Iteration 3F (196984.680000 sec): 3 clusters
  Score: Raw -835045.802072 + Penalty 2953.582685 = -832092.219387
  nChanged 430
		SP:Iteration 4Q (196984.870000 sec): 3 clusters
  Score: Raw -835253.505785 + Penalty 2953.582685 = -832299.923100
  nChanged 446
		SP:Iteration 5F (196985.060000 sec): 3 clusters
  Score: Raw -835506.379279 + Penalty 2953.582685 = -832552.796594
  nChanged 484
		SP:Iteration 6F (196985.250000 sec): 3 clusters
  Score: Raw -835810.442330 + Penalty 2953.582685 = -832856.859645
  nChanged 482
		SP:Iteration 7F (196985.450000 sec): 3 clusters
  Score: Raw -836143.245290 + Penalty 2953.582685 = -833189.662605
  nChanged 449
		SP:Iteration 8F (196985.640000 sec): 3 clusters
  Score: Raw -836447.620953 + Penalty 2953.582685 = -833494.038268
  nChanged 366
		SP:Iteration 9Q (196985.830000 sec): 3 clusters
  Score: Raw -836688.446996 + Penalty 2953.582685 = -833734.864311
  nChanged 327
		SP:Iteration 10Q (196986.030000 sec): 3 clusters
  Score: Raw -836914.475505 + Penalty 2953.582685 = -833960.892820
  nChanged 233
		SP:Iteration 11Q (196986.220000 sec): 3 clusters
  Score: Raw -837066.506765 + Penalty 2953.582685 = -834112.924079
  nChanged 170
		SP:Iteration 12Q (196986.410000 sec): 3 clusters
  Score: Raw -837176.190815 + Penalty 2953.582685 = -834222.608130
  nChanged 141
		SP:Iteration 13Q (196986.610000 sec): 3 clusters
  Score: Raw -837266.618622 + Penalty 2953.582685 = -834313.035937
  nChanged 112
		SP:Iteration 14Q (196986.800000 sec): 3 clusters
  Score: Raw -837346.912032 + Penalty 2953.582685 = -834393.329346
  nChanged 97
		SP:Iteration 15Q (196986.990000 sec): 3 clusters
  Score: Raw -837419.472816 + Penalty 2953.582685 = -834465.890131
  nChanged 73
		SP:Iteration 16Q (196987.190000 sec): 3 clusters
  Score: Raw -837466.729790 + Penalty 2953.582685 = -834513.147105
  nChanged 49
		SP:Iteration 17Q (196987.380000 sec): 3 clusters
  Score: Raw -837504.487315 + Penalty 2953.582685 = -834550.904630
  nChanged 51
		SP:Iteration 18Q (196987.550000 sec): 3 clusters
  Score: Raw -837544.288574 + Penalty 2953.582685 = -834590.705889
  nChanged 46
		SP:Iteration 19Q (196987.680000 sec): 3 clusters
  Score: Raw -837580.080188 + Penalty 2953.582685 = -834626.497502
  nChanged 30
		SP:Iteration 20F (196987.810000 sec): 3 clusters
  Score: Raw -837609.824300 + Penalty 2953.582685 = -834656.241615
  nChanged 26
		SP:Iteration 21Q (196987.940000 sec): 3 clusters
  Score: Raw -837629.454420 + Penalty 2953.582685 = -834675.871735
  nChanged 22
		SP:Iteration 22Q (196988.140000 sec): 3 clusters
  Score: Raw -837646.868121 + Penalty 2953.582685 = -834693.285435
  nChanged 16
		SP:Iteration 23Q (196988.340000 sec): 3 clusters
  Score: Raw -837658.263170 + Penalty 2953.582685 = -834704.680485
  nChanged 10
		SP:Iteration 24Q (196988.540000 sec): 3 clusters
  Score: Raw -837663.585649 + Penalty 2953.582685 = -834710.002963
  nChanged 5
		SP:Iteration 25Q (196988.740000 sec): 3 clusters
  Score: Raw -837667.612798 + Penalty 2953.582685 = -834714.030113
  nChanged 4
		SP:Iteration 26Q (196988.930000 sec): 3 clusters
  Score: Raw -837671.634405 + Penalty 2953.582685 = -834718.051720
  nChanged 6
		SP:Iteration 27Q (196989.110000 sec): 3 clusters
  Score: Raw -837677.841661 + Penalty 2953.582685 = -834724.258976
  nChanged 6
		SP:Iteration 28Q (196989.390000 sec): 3 clusters
  Score: Raw -837681.277264 + Penalty 2953.582685 = -834727.694579
  nChanged 5
		SP:Iteration 29Q (196989.590000 sec): 3 clusters
  Score: Raw -837684.534401 + Penalty 2953.582685 = -834730.951715
  nChanged 5
		SP:Iteration 30Q (196989.780000 sec): 3 clusters
  Score: Raw -837688.402130 + Penalty 2953.582685 = -834734.819445
  nChanged 3
		SP:Iteration 31Q (196989.970000 sec): 3 clusters
  Score: Raw -837692.030998 + Penalty 2953.582685 = -834738.448312
  nChanged 4
		SP:Iteration 32Q (196990.160000 sec): 3 clusters
  Score: Raw -837695.760603 + Penalty 2953.582685 = -834742.177918
  nChanged 5
		SP:Iteration 33Q (196990.360000 sec): 3 clusters
  Score: Raw -837699.654508 + Penalty 2953.582685 = -834746.071822
  nChanged 1
		SP:Iteration 34Q (196990.550000 sec): 3 clusters
  Score: Raw -837700.381983 + Penalty 2953.582685 = -834746.799298
  nChanged 0
		SP:Iteration 35F (196990.740000 sec): 3 clusters
  Score: Raw -837700.381983 + Penalty 2953.582685 = -834746.799298
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 105 (3411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196990.860000 sec): 2 clusters
  Score: Raw -266172.628489 + Penalty 1321.898627 = -264850.729862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196991.040000 sec): 3 clusters
  Score: Raw -264528.410258 + Penalty 2643.797254 = -261884.613004
  nChanged 1297
		SP:Iteration 1F (196991.170000 sec): 3 clusters
  Score: Raw -265396.262720 + Penalty 2643.797254 = -262752.465466
  nChanged 295
		SP:Iteration 2F (196991.240000 sec): 3 clusters
  Score: Raw -265651.274051 + Penalty 2643.797254 = -263007.476796
  nChanged 244
		SP:Iteration 3F (196991.300000 sec): 3 clusters
  Score: Raw -265852.556539 + Penalty 2643.797254 = -263208.759285
  nChanged 172
		SP:Iteration 4F (196991.360000 sec): 3 clusters
  Score: Raw -265971.781544 + Penalty 2643.797254 = -263327.984289
  nChanged 129
		SP:Iteration 5Q (196991.430000 sec): 3 clusters
  Score: Raw -266072.308614 + Penalty 2643.797254 = -263428.511359
  nChanged 123
		SP:Iteration 6Q (196991.500000 sec): 3 clusters
  Score: Raw -266146.192053 + Penalty 2643.797254 = -263502.394798
  nChanged 99
		SP:Iteration 7Q (196991.560000 sec): 3 clusters
  Score: Raw -266200.484532 + Penalty 2643.797254 = -263556.687278
  nChanged 82
		SP:Iteration 8Q (196991.630000 sec): 3 clusters
  Score: Raw -266246.750407 + Penalty 2643.797254 = -263602.953153
  nChanged 77
		SP:Iteration 9Q (196991.700000 sec): 3 clusters
  Score: Raw -266296.297940 + Penalty 2643.797254 = -263652.500686
  nChanged 65
		SP:Iteration 10Q (196991.770000 sec): 3 clusters
  Score: Raw -266331.773647 + Penalty 2643.797254 = -263687.976393
  nChanged 62
		SP:Iteration 11Q (196991.840000 sec): 3 clusters
  Score: Raw -266365.461779 + Penalty 2643.797254 = -263721.664525
  nChanged 50
		SP:Iteration 12Q (196991.910000 sec): 3 clusters
  Score: Raw -266388.738422 + Penalty 2643.797254 = -263744.941168
  nChanged 42
		SP:Iteration 13Q (196991.970000 sec): 3 clusters
  Score: Raw -266404.128873 + Penalty 2643.797254 = -263760.331619
  nChanged 30
		SP:Iteration 14Q (196992.040000 sec): 3 clusters
  Score: Raw -266416.848631 + Penalty 2643.797254 = -263773.051376
  nChanged 29
		SP:Iteration 15Q (196992.110000 sec): 3 clusters
  Score: Raw -266431.421583 + Penalty 2643.797254 = -263787.624328
  nChanged 34
		SP:Iteration 16Q (196992.170000 sec): 3 clusters
  Score: Raw -266445.900193 + Penalty 2643.797254 = -263802.102938
  nChanged 24
		SP:Iteration 17Q (196992.240000 sec): 3 clusters
  Score: Raw -266456.809769 + Penalty 2643.797254 = -263813.012515
  nChanged 21
		SP:Iteration 18Q (196992.310000 sec): 3 clusters
  Score: Raw -266465.941937 + Penalty 2643.797254 = -263822.144683
  nChanged 24
		SP:Iteration 19Q (196992.370000 sec): 3 clusters
  Score: Raw -266475.843844 + Penalty 2643.797254 = -263832.046590
  nChanged 19
		SP:Iteration 20F (196992.430000 sec): 3 clusters
  Score: Raw -266483.741259 + Penalty 2643.797254 = -263839.944005
  nChanged 20
		SP:Iteration 21Q (196992.500000 sec): 3 clusters
  Score: Raw -266490.862816 + Penalty 2643.797254 = -263847.065562
  nChanged 10
		SP:Iteration 22Q (196992.650000 sec): 3 clusters
  Score: Raw -266493.220074 + Penalty 2643.797254 = -263849.422819
  nChanged 6
		SP:Iteration 23Q (196992.680000 sec): 3 clusters
  Score: Raw -266496.258662 + Penalty 2643.797254 = -263852.461408
  nChanged 6
		SP:Iteration 24Q (196992.760000 sec): 3 clusters
  Score: Raw -266499.358897 + Penalty 2643.797254 = -263855.561642
  nChanged 13
		SP:Iteration 25Q (196992.930000 sec): 3 clusters
  Score: Raw -266504.555138 + Penalty 2643.797254 = -263860.757884
  nChanged 12
		SP:Iteration 26Q (196993.100000 sec): 3 clusters
  Score: Raw -266508.511567 + Penalty 2643.797254 = -263864.714313
  nChanged 7
		SP:Iteration 27Q (196993.280000 sec): 3 clusters
  Score: Raw -266509.999766 + Penalty 2643.797254 = -263866.202512
  nChanged 6
		SP:Iteration 28Q (196993.460000 sec): 3 clusters
  Score: Raw -266511.819909 + Penalty 2643.797254 = -263868.022655
  nChanged 3
		SP:Iteration 29Q (196993.630000 sec): 3 clusters
  Score: Raw -266513.342049 + Penalty 2643.797254 = -263869.544794
  nChanged 2
		SP:Iteration 30Q (196993.810000 sec): 3 clusters
  Score: Raw -266513.567797 + Penalty 2643.797254 = -263869.770543
  nChanged 2
		SP:Iteration 31Q (196993.980000 sec): 3 clusters
  Score: Raw -266513.918902 + Penalty 2643.797254 = -263870.121647
  nChanged 2
		SP:Iteration 32Q (196994.160000 sec): 3 clusters
  Score: Raw -266514.367453 + Penalty 2643.797254 = -263870.570199
  nChanged 2
		SP:Iteration 33Q (196994.340000 sec): 3 clusters
  Score: Raw -266514.593720 + Penalty 2643.797254 = -263870.796466
  nChanged 2
		SP:Iteration 34Q (196994.510000 sec): 3 clusters
  Score: Raw -266515.124366 + Penalty 2643.797254 = -263871.327112
  nChanged 2
		SP:Iteration 35Q (196994.690000 sec): 3 clusters
  Score: Raw -266515.404785 + Penalty 2643.797254 = -263871.607531
  nChanged 1
		SP:Iteration 36Q (196994.910000 sec): 3 clusters
  Score: Raw -266515.533714 + Penalty 2643.797254 = -263871.736460
  nChanged 0
		SP:Iteration 37F (196995.100000 sec): 3 clusters
  Score: Raw -266515.533714 + Penalty 2643.797254 = -263871.736460
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 106 (6067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (196995.200000 sec): 2 clusters
  Score: Raw -494192.015722 + Penalty 1415.475673 = -492776.540049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (196995.410000 sec): 3 clusters
  Score: Raw -491014.867236 + Penalty 2830.951347 = -488183.915889
  nChanged 2503
		SP:Iteration 1F (196995.570000 sec): 3 clusters
  Score: Raw -492782.605320 + Penalty 2830.951347 = -489951.653973
  nChanged 597
		SP:Iteration 2F (196995.740000 sec): 3 clusters
  Score: Raw -493271.005442 + Penalty 2830.951347 = -490440.054095
  nChanged 464
		SP:Iteration 3F (196995.910000 sec): 3 clusters
  Score: Raw -493622.659437 + Penalty 2830.951347 = -490791.708090
  nChanged 362
		SP:Iteration 4F (196996.080000 sec): 3 clusters
  Score: Raw -493906.304845 + Penalty 2830.951347 = -491075.353498
  nChanged 315
		SP:Iteration 5F (196996.290000 sec): 3 clusters
  Score: Raw -494147.896990 + Penalty 2830.951347 = -491316.945644
  nChanged 253
		SP:Iteration 6Q (196996.460000 sec): 3 clusters
  Score: Raw -494317.266096 + Penalty 2830.951347 = -491486.314750
  nChanged 198
		SP:Iteration 7Q (196996.630000 sec): 3 clusters
  Score: Raw -494423.223379 + Penalty 2830.951347 = -491592.272033
  nChanged 158
		SP:Iteration 8Q (196996.800000 sec): 3 clusters
  Score: Raw -494501.785708 + Penalty 2830.951347 = -491670.834362
  nChanged 126
		SP:Iteration 9Q (196996.960000 sec): 3 clusters
  Score: Raw -494560.670252 + Penalty 2830.951347 = -491729.718906
  nChanged 109
		SP:Iteration 10Q (196997.130000 sec): 3 clusters
  Score: Raw -494608.768535 + Penalty 2830.951347 = -491777.817188
  nChanged 115
		SP:Iteration 11Q (196997.300000 sec): 3 clusters
  Score: Raw -494658.701640 + Penalty 2830.951347 = -491827.750294
  nChanged 111
		SP:Iteration 12Q (196997.460000 sec): 3 clusters
  Score: Raw -494709.133328 + Penalty 2830.951347 = -491878.181981
  nChanged 89
		SP:Iteration 13Q (196997.600000 sec): 3 clusters
  Score: Raw -494753.152977 + Penalty 2830.951347 = -491922.201631
  nChanged 84
		SP:Iteration 14Q (196997.700000 sec): 3 clusters
  Score: Raw -494784.862286 + Penalty 2830.951347 = -491953.910940
  nChanged 78
		SP:Iteration 15Q (196997.920000 sec): 3 clusters
  Score: Raw -494815.269976 + Penalty 2830.951347 = -491984.318630
  nChanged 63
		SP:Iteration 16Q (196998.090000 sec): 3 clusters
  Score: Raw -494844.723510 + Penalty 2830.951347 = -492013.772164
  nChanged 66
		SP:Iteration 17Q (196998.270000 sec): 3 clusters
  Score: Raw -494881.118177 + Penalty 2830.951347 = -492050.166830
  nChanged 73
		SP:Iteration 18Q (196998.440000 sec): 3 clusters
  Score: Raw -494911.830928 + Penalty 2830.951347 = -492080.879581
  nChanged 64
		SP:Iteration 19Q (196998.620000 sec): 3 clusters
  Score: Raw -494937.996590 + Penalty 2830.951347 = -492107.045243
  nChanged 67
		SP:Iteration 20F (196998.800000 sec): 3 clusters
  Score: Raw -494967.326289 + Penalty 2830.951347 = -492136.374943
  nChanged 67
		SP:Iteration 21Q (196998.970000 sec): 3 clusters
  Score: Raw -494994.998041 + Penalty 2830.951347 = -492164.046695
  nChanged 52
		SP:Iteration 22Q (196999.090000 sec): 3 clusters
  Score: Raw -495017.819371 + Penalty 2830.951347 = -492186.868025
  nChanged 46
		SP:Iteration 23Q (196999.270000 sec): 3 clusters
  Score: Raw -495034.368444 + Penalty 2830.951347 = -492203.417097
  nChanged 34
		SP:Iteration 24Q (196999.440000 sec): 3 clusters
  Score: Raw -495045.573626 + Penalty 2830.951347 = -492214.622279
  nChanged 35
		SP:Iteration 25Q (196999.600000 sec): 3 clusters
  Score: Raw -495056.934523 + Penalty 2830.951347 = -492225.983176
  nChanged 17
		SP:Iteration 26Q (196999.770000 sec): 3 clusters
  Score: Raw -495061.658573 + Penalty 2830.951347 = -492230.707226
  nChanged 13
		SP:Iteration 27Q (196999.940000 sec): 3 clusters
  Score: Raw -495064.373518 + Penalty 2830.951347 = -492233.422171
  nChanged 10
		SP:Iteration 28Q (197000.100000 sec): 3 clusters
  Score: Raw -495066.496215 + Penalty 2830.951347 = -492235.544868
  nChanged 6
		SP:Iteration 29Q (197000.270000 sec): 3 clusters
  Score: Raw -495068.176706 + Penalty 2830.951347 = -492237.225359
  nChanged 6
		SP:Iteration 30Q (197000.440000 sec): 3 clusters
  Score: Raw -495070.137154 + Penalty 2830.951347 = -492239.185808
  nChanged 6
		SP:Iteration 31Q (197000.600000 sec): 3 clusters
  Score: Raw -495072.522475 + Penalty 2830.951347 = -492241.571128
  nChanged 6
		SP:Iteration 32Q (197000.770000 sec): 3 clusters
  Score: Raw -495074.013021 + Penalty 2830.951347 = -492243.061674
  nChanged 6
		SP:Iteration 33Q (197000.940000 sec): 3 clusters
  Score: Raw -495075.111190 + Penalty 2830.951347 = -492244.159843
  nChanged 4
		SP:Iteration 34Q (197001.100000 sec): 3 clusters
  Score: Raw -495076.012439 + Penalty 2830.951347 = -492245.061093
  nChanged 9
		SP:Iteration 35Q (197001.270000 sec): 3 clusters
  Score: Raw -495078.307035 + Penalty 2830.951347 = -492247.355688
  nChanged 13
		SP:Iteration 36Q (197001.440000 sec): 3 clusters
  Score: Raw -495080.612830 + Penalty 2830.951347 = -492249.661484
  nChanged 8
		SP:Iteration 37Q (197001.540000 sec): 3 clusters
  Score: Raw -495082.277403 + Penalty 2830.951347 = -492251.326057
  nChanged 4
		SP:Iteration 38Q (197001.720000 sec): 3 clusters
  Score: Raw -495082.878881 + Penalty 2830.951347 = -492251.927534
  nChanged 4
		SP:Iteration 39Q (197001.890000 sec): 3 clusters
  Score: Raw -495084.333326 + Penalty 2830.951347 = -492253.381979
  nChanged 10
		SP:Iteration 40F (197002.060000 sec): 3 clusters
  Score: Raw -495087.262008 + Penalty 2830.951347 = -492256.310661
  nChanged 10
		SP:Iteration 41Q (197002.220000 sec): 3 clusters
  Score: Raw -495089.650032 + Penalty 2830.951347 = -492258.698686
  nChanged 13
		SP:Iteration 42Q (197002.390000 sec): 3 clusters
  Score: Raw -495093.965708 + Penalty 2830.951347 = -492263.014361
  nChanged 17
		SP:Iteration 43Q (197002.560000 sec): 3 clusters
  Score: Raw -495097.920850 + Penalty 2830.951347 = -492266.969503
  nChanged 12
		SP:Iteration 44Q (197002.720000 sec): 3 clusters
  Score: Raw -495102.210263 + Penalty 2830.951347 = -492271.258916
  nChanged 15
		SP:Iteration 45Q (197002.890000 sec): 3 clusters
  Score: Raw -495107.761983 + Penalty 2830.951347 = -492276.810637
  nChanged 16
		SP:Iteration 46Q (197003.060000 sec): 3 clusters
  Score: Raw -495113.472927 + Penalty 2830.951347 = -492282.521580
  nChanged 19
		SP:Iteration 47Q (197003.220000 sec): 3 clusters
  Score: Raw -495118.043658 + Penalty 2830.951347 = -492287.092312
  nChanged 10
		SP:Iteration 48Q (197003.390000 sec): 3 clusters
  Score: Raw -495120.766024 + Penalty 2830.951347 = -492289.814677
  nChanged 12
		SP:Iteration 49Q (197003.550000 sec): 3 clusters
  Score: Raw -495124.743943 + Penalty 2830.951347 = -492293.792596
  nChanged 8
		SP:Iteration 50Q (197003.720000 sec): 3 clusters
  Score: Raw -495127.307928 + Penalty 2830.951347 = -492296.356581
  nChanged 10
		SP:Iteration 51Q (197003.880000 sec): 3 clusters
  Score: Raw -495130.881125 + Penalty 2830.951347 = -492299.929779
  nChanged 7
		SP:Iteration 52Q (197004.080000 sec): 3 clusters
  Score: Raw -495132.207808 + Penalty 2830.951347 = -492301.256461
  nChanged 5
		SP:Iteration 53Q (197004.170000 sec): 3 clusters
  Score: Raw -495133.701157 + Penalty 2830.951347 = -492302.749811
  nChanged 6
		SP:Iteration 54Q (197004.270000 sec): 3 clusters
  Score: Raw -495135.419917 + Penalty 2830.951347 = -492304.468571
  nChanged 4
		SP:Iteration 55Q (197004.370000 sec): 3 clusters
  Score: Raw -495136.393774 + Penalty 2830.951347 = -492305.442427
  nChanged 7
		SP:Iteration 56Q (197004.460000 sec): 3 clusters
  Score: Raw -495137.738480 + Penalty 2830.951347 = -492306.787134
  nChanged 9
		SP:Iteration 57Q (197004.560000 sec): 3 clusters
  Score: Raw -495139.842384 + Penalty 2830.951347 = -492308.891037
  nChanged 6
		SP:Iteration 58Q (197004.660000 sec): 3 clusters
  Score: Raw -495141.221526 + Penalty 2830.951347 = -492310.270180
  nChanged 9
		SP:Iteration 59Q (197004.750000 sec): 3 clusters
  Score: Raw -495143.184161 + Penalty 2830.951347 = -492312.232814
  nChanged 6
		SP:Iteration 60F (197004.940000 sec): 3 clusters
  Score: Raw -495144.592458 + Penalty 2830.951347 = -492313.641112
  nChanged 6
		SP:Iteration 61Q (197005.130000 sec): 3 clusters
  Score: Raw -495146.770673 + Penalty 2830.951347 = -492315.819326
  nChanged 9
		SP:Iteration 62Q (197005.340000 sec): 3 clusters
  Score: Raw -495151.468291 + Penalty 2830.951347 = -492320.516944
  nChanged 16
		SP:Iteration 63Q (197005.530000 sec): 3 clusters
  Score: Raw -495157.642808 + Penalty 2830.951347 = -492326.691461
  nChanged 17
		SP:Iteration 64Q (197005.700000 sec): 3 clusters
  Score: Raw -495161.628522 + Penalty 2830.951347 = -492330.677175
  nChanged 10
		SP:Iteration 65Q (197005.860000 sec): 3 clusters
  Score: Raw -495164.294064 + Penalty 2830.951347 = -492333.342717
  nChanged 6
		SP:Iteration 66Q (197006.030000 sec): 3 clusters
  Score: Raw -495165.761027 + Penalty 2830.951347 = -492334.809681
  nChanged 8
		SP:Iteration 67Q (197006.190000 sec): 3 clusters
  Score: Raw -495167.945926 + Penalty 2830.951347 = -492336.994579
  nChanged 6
		SP:Iteration 68Q (197006.360000 sec): 3 clusters
  Score: Raw -495169.642367 + Penalty 2830.951347 = -492338.691021
  nChanged 5
		SP:Iteration 69Q (197006.530000 sec): 3 clusters
  Score: Raw -495170.908430 + Penalty 2830.951347 = -492339.957084
  nChanged 7
		SP:Iteration 70Q (197006.690000 sec): 3 clusters
  Score: Raw -495172.073010 + Penalty 2830.951347 = -492341.121663
  nChanged 4
		SP:Iteration 71Q (197006.860000 sec): 3 clusters
  Score: Raw -495173.337017 + Penalty 2830.951347 = -492342.385671
  nChanged 2
		SP:Iteration 72Q (197007.050000 sec): 3 clusters
  Score: Raw -495173.696526 + Penalty 2830.951347 = -492342.745180
  nChanged 1
		SP:Iteration 73Q (197007.150000 sec): 3 clusters
  Score: Raw -495174.027601 + Penalty 2830.951347 = -492343.076255
  nChanged 3
		SP:Iteration 74Q (197007.240000 sec): 3 clusters
  Score: Raw -495174.913368 + Penalty 2830.951347 = -492343.962021
  nChanged 2
		SP:Iteration 75Q (197007.340000 sec): 3 clusters
  Score: Raw -495175.693816 + Penalty 2830.951347 = -492344.742470
  nChanged 4
		SP:Iteration 76Q (197007.440000 sec): 3 clusters
  Score: Raw -495176.494461 + Penalty 2830.951347 = -492345.543114
  nChanged 7
		SP:Iteration 77Q (197007.530000 sec): 3 clusters
  Score: Raw -495178.377404 + Penalty 2830.951347 = -492347.426058
  nChanged 5
		SP:Iteration 78Q (197007.630000 sec): 3 clusters
  Score: Raw -495179.657107 + Penalty 2830.951347 = -492348.705760
  nChanged 4
		SP:Iteration 79Q (197007.730000 sec): 3 clusters
  Score: Raw -495180.498800 + Penalty 2830.951347 = -492349.547453
  nChanged 4
		SP:Iteration 80F (197007.830000 sec): 3 clusters
  Score: Raw -495181.646396 + Penalty 2830.951347 = -492350.695050
  nChanged 6
		SP:Iteration 81Q (197008.020000 sec): 3 clusters
  Score: Raw -495182.670652 + Penalty 2830.951347 = -492351.719305
  nChanged 4
		SP:Iteration 82Q (197008.230000 sec): 3 clusters
  Score: Raw -495183.759450 + Penalty 2830.951347 = -492352.808104
  nChanged 4
		SP:Iteration 83Q (197008.460000 sec): 3 clusters
  Score: Raw -495184.531979 + Penalty 2830.951347 = -492353.580632
  nChanged 3
		SP:Iteration 84Q (197008.670000 sec): 3 clusters
  Score: Raw -495184.955371 + Penalty 2830.951347 = -492354.004024
  nChanged 2
		SP:Iteration 85Q (197008.840000 sec): 3 clusters
  Score: Raw -495185.402178 + Penalty 2830.951347 = -492354.450832
  nChanged 1
		SP:Iteration 86Q (197009.000000 sec): 3 clusters
  Score: Raw -495185.498741 + Penalty 2830.951347 = -492354.547395
  nChanged 1
		SP:Iteration 87Q (197009.170000 sec): 3 clusters
  Score: Raw -495185.582973 + Penalty 2830.951347 = -492354.631626
  nChanged 0
		SP:Iteration 88F (197009.380000 sec): 3 clusters
  Score: Raw -495185.582973 + Penalty 2830.951347 = -492354.631626
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 107 (771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (197009.460000 sec): 2 clusters
  Score: Raw -59206.078098 + Penalty 1080.249361 = -58125.828737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (197009.630000 sec): 3 clusters
  Score: Raw -59037.945941 + Penalty 2160.498721 = -56877.447219
  nChanged 237
		SP:Iteration 1F (197009.810000 sec): 3 clusters
  Score: Raw -59446.520559 + Penalty 2160.498721 = -57286.021837
  nChanged 86
		SP:Iteration 2F (197009.980000 sec): 3 clusters
  Score: Raw -59654.071791 + Penalty 2160.498721 = -57493.573070
  nChanged 57
		SP:Iteration 3F (197010.160000 sec): 3 clusters
  Score: Raw -59814.137414 + Penalty 2160.498721 = -57653.638693
  nChanged 48
		SP:Iteration 4F (197010.340000 sec): 3 clusters
  Score: Raw -59942.908455 + Penalty 2160.498721 = -57782.409734
  nChanged 34
		SP:Iteration 5Q (197010.510000 sec): 3 clusters
  Score: Raw -60025.974728 + Penalty 2160.498721 = -57865.476007
  nChanged 21
		SP:Iteration 6Q (197010.690000 sec): 3 clusters
  Score: Raw -60056.683790 + Penalty 2160.498721 = -57896.185069
  nChanged 8
		SP:Iteration 7Q (197010.860000 sec): 3 clusters
  Score: Raw -60072.533187 + Penalty 2160.498721 = -57912.034465
  nChanged 5
		SP:Iteration 8Q (197011.040000 sec): 3 clusters
  Score: Raw -60079.432085 + Penalty 2160.498721 = -57918.933364
  nChanged 3
		SP:Iteration 9Q (197011.220000 sec): 3 clusters
  Score: Raw -60085.587683 + Penalty 2160.498721 = -57925.088962
  nChanged 3
		SP:Iteration 10Q (197011.390000 sec): 3 clusters
  Score: Raw -60090.163171 + Penalty 2160.498721 = -57929.664450
  nChanged 0
		SP:Iteration 11F (197011.570000 sec): 3 clusters
  Score: Raw -60090.163171 + Penalty 2160.498721 = -57929.664450
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 108 (5044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (197011.680000 sec): 2 clusters
  Score: Raw -424876.981875 + Penalty 1385.467638 = -423491.514237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (197011.860000 sec): 3 clusters
  Score: Raw -422249.955067 + Penalty 2770.935277 = -419479.019791
  nChanged 2082
		SP:Iteration 1F (197012.030000 sec): 3 clusters
  Score: Raw -423562.418438 + Penalty 2770.935277 = -420791.483161
  nChanged 411
		SP:Iteration 2F (197012.210000 sec): 3 clusters
  Score: Raw -423842.921179 + Penalty 2770.935277 = -421071.985903
  nChanged 332
		SP:Iteration 3F (197012.380000 sec): 3 clusters
  Score: Raw -424072.583529 + Penalty 2770.935277 = -421301.648253
  nChanged 260
		SP:Iteration 4F (197012.560000 sec): 3 clusters
  Score: Raw -424247.774181 + Penalty 2770.935277 = -421476.838905
  nChanged 234
		SP:Iteration 5Q (197012.730000 sec): 3 clusters
  Score: Raw -424405.430322 + Penalty 2770.935277 = -421634.495045
  nChanged 229
		SP:Iteration 6Q (197012.910000 sec): 3 clusters
  Score: Raw -424578.740470 + Penalty 2770.935277 = -421807.805193
  nChanged 214
		SP:Iteration 7Q (197013.080000 sec): 3 clusters
  Score: Raw -424721.610392 + Penalty 2770.935277 = -421950.675115
  nChanged 196
		SP:Iteration 8Q (197013.260000 sec): 3 clusters
  Score: Raw -424841.498613 + Penalty 2770.935277 = -422070.563336
  nChanged 155
		SP:Iteration 9Q (197013.430000 sec): 3 clusters
  Score: Raw -424940.501605 + Penalty 2770.935277 = -422169.566329
  nChanged 132
		SP:Iteration 10Q (197013.610000 sec): 3 clusters
  Score: Raw -425018.356570 + Penalty 2770.935277 = -422247.421293
  nChanged 96
		SP:Iteration 11Q (197013.780000 sec): 3 clusters
  Score: Raw -425071.242116 + Penalty 2770.935277 = -422300.306839
  nChanged 84
		SP:Iteration 12Q (197013.960000 sec): 3 clusters
  Score: Raw -425116.934204 + Penalty 2770.935277 = -422345.998927
  nChanged 90
		SP:Iteration 13Q (197014.130000 sec): 3 clusters
  Score: Raw -425165.494953 + Penalty 2770.935277 = -422394.559677
  nChanged 72
		SP:Iteration 14Q (197014.310000 sec): 3 clusters
  Score: Raw -425201.206785 + Penalty 2770.935277 = -422430.271508
  nChanged 57
		SP:Iteration 15Q (197014.480000 sec): 3 clusters
  Score: Raw -425232.180831 + Penalty 2770.935277 = -422461.245555
  nChanged 55
		SP:Iteration 16Q (197014.660000 sec): 3 clusters
  Score: Raw -425259.954578 + Penalty 2770.935277 = -422489.019301
  nChanged 44
		SP:Iteration 17Q (197014.830000 sec): 3 clusters
  Score: Raw -425279.575404 + Penalty 2770.935277 = -422508.640128
  nChanged 37
		SP:Iteration 18Q (197015.010000 sec): 3 clusters
  Score: Raw -425296.522762 + Penalty 2770.935277 = -422525.587485
  nChanged 36
		SP:Iteration 19Q (197015.180000 sec): 3 clusters
  Score: Raw -425313.501220 + Penalty 2770.935277 = -422542.565944
  nChanged 29
		SP:Iteration 20F (197015.360000 sec): 3 clusters
  Score: Raw -425328.374686 + Penalty 2770.935277 = -422557.439409
  nChanged 34
		SP:Iteration 21Q (197015.530000 sec): 3 clusters
  Score: Raw -425343.812118 + Penalty 2770.935277 = -422572.876841
  nChanged 33
		SP:Iteration 22Q (197015.710000 sec): 3 clusters
  Score: Raw -425358.056284 + Penalty 2770.935277 = -422587.121008
  nChanged 22
		SP:Iteration 23Q (197015.880000 sec): 3 clusters
  Score: Raw -425369.293968 + Penalty 2770.935277 = -422598.358692
  nChanged 29
		SP:Iteration 24Q (197016.060000 sec): 3 clusters
  Score: Raw -425382.400979 + Penalty 2770.935277 = -422611.465702
  nChanged 31
		SP:Iteration 25Q (197016.260000 sec): 3 clusters
  Score: Raw -425398.568094 + Penalty 2770.935277 = -422627.632818
  nChanged 32
		SP:Iteration 26Q (197016.420000 sec): 3 clusters
  Score: Raw -425412.249965 + Penalty 2770.935277 = -422641.314689
  nChanged 32
		SP:Iteration 27Q (197016.590000 sec): 3 clusters
  Score: Raw -425428.202974 + Penalty 2770.935277 = -422657.267698
  nChanged 35
		SP:Iteration 28Q (197016.760000 sec): 3 clusters
  Score: Raw -425443.025835 + Penalty 2770.935277 = -422672.090558
  nChanged 27
		SP:Iteration 29Q (197016.920000 sec): 3 clusters
  Score: Raw -425453.583911 + Penalty 2770.935277 = -422682.648634
  nChanged 25
		SP:Iteration 30Q (197017.060000 sec): 3 clusters
  Score: Raw -425465.744326 + Penalty 2770.935277 = -422694.809050
  nChanged 22
		SP:Iteration 31Q (197017.220000 sec): 3 clusters
  Score: Raw -425476.342795 + Penalty 2770.935277 = -422705.407519
  nChanged 27
		SP:Iteration 32Q (197017.390000 sec): 3 clusters
  Score: Raw -425489.089009 + Penalty 2770.935277 = -422718.153733
  nChanged 31
		SP:Iteration 33Q (197017.570000 sec): 3 clusters
  Score: Raw -425507.548265 + Penalty 2770.935277 = -422736.612989
  nChanged 39
		SP:Iteration 34Q (197017.740000 sec): 3 clusters
  Score: Raw -425525.601554 + Penalty 2770.935277 = -422754.666277
  nChanged 41
		SP:Iteration 35Q (197017.920000 sec): 3 clusters
  Score: Raw -425542.853301 + Penalty 2770.935277 = -422771.918025
  nChanged 32
		SP:Iteration 36Q (197018.090000 sec): 3 clusters
  Score: Raw -425555.066163 + Penalty 2770.935277 = -422784.130887
  nChanged 22
		SP:Iteration 37Q (197018.270000 sec): 3 clusters
  Score: Raw -425563.762370 + Penalty 2770.935277 = -422792.827094
  nChanged 25
		SP:Iteration 38Q (197018.440000 sec): 3 clusters
  Score: Raw -425573.956996 + Penalty 2770.935277 = -422803.021720
  nChanged 18
		SP:Iteration 39Q (197018.620000 sec): 3 clusters
  Score: Raw -425579.490530 + Penalty 2770.935277 = -422808.555253
  nChanged 13
		SP:Iteration 40F (197018.790000 sec): 3 clusters
  Score: Raw -425585.451876 + Penalty 2770.935277 = -422814.516600
  nChanged 19
		SP:Iteration 41Q (197018.970000 sec): 3 clusters
  Score: Raw -425596.180764 + Penalty 2770.935277 = -422825.245488
  nChanged 32
		SP:Iteration 42Q (197019.140000 sec): 3 clusters
  Score: Raw -425609.901706 + Penalty 2770.935277 = -422838.966430
  nChanged 22
		SP:Iteration 43Q (197019.340000 sec): 3 clusters
  Score: Raw -425619.537959 + Penalty 2770.935277 = -422848.602683
  nChanged 19
		SP:Iteration 44Q (197019.540000 sec): 3 clusters
  Score: Raw -425625.700194 + Penalty 2770.935277 = -422854.764917
  nChanged 13
		SP:Iteration 45Q (197019.710000 sec): 3 clusters
  Score: Raw -425630.352030 + Penalty 2770.935277 = -422859.416753
  nChanged 14
		SP:Iteration 46Q (197019.890000 sec): 3 clusters
  Score: Raw -425634.395299 + Penalty 2770.935277 = -422863.460022
  nChanged 17
		SP:Iteration 47Q (197020.060000 sec): 3 clusters
  Score: Raw -425640.129320 + Penalty 2770.935277 = -422869.194044
  nChanged 14
		SP:Iteration 48Q (197020.240000 sec): 3 clusters
  Score: Raw -425644.273675 + Penalty 2770.935277 = -422873.338399
  nChanged 12
		SP:Iteration 49Q (197020.410000 sec): 3 clusters
  Score: Raw -425647.619675 + Penalty 2770.935277 = -422876.684399
  nChanged 14
		SP:Iteration 50Q (197020.590000 sec): 3 clusters
  Score: Raw -425651.839330 + Penalty 2770.935277 = -422880.904054
  nChanged 14
		SP:Iteration 51Q (197020.760000 sec): 3 clusters
  Score: Raw -425654.976934 + Penalty 2770.935277 = -422884.041657
  nChanged 8
		SP:Iteration 52Q (197020.940000 sec): 3 clusters
  Score: Raw -425656.803919 + Penalty 2770.935277 = -422885.868642
  nChanged 7
		SP:Iteration 53Q (197021.110000 sec): 3 clusters
  Score: Raw -425659.019095 + Penalty 2770.935277 = -422888.083818
  nChanged 12
		SP:Iteration 54Q (197021.290000 sec): 3 clusters
  Score: Raw -425663.824700 + Penalty 2770.935277 = -422892.889423
  nChanged 15
		SP:Iteration 55Q (197021.460000 sec): 3 clusters
  Score: Raw -425668.970160 + Penalty 2770.935277 = -422898.034884
  nChanged 11
		SP:Iteration 56Q (197021.640000 sec): 3 clusters
  Score: Raw -425671.952804 + Penalty 2770.935277 = -422901.017527
  nChanged 13
		SP:Iteration 57Q (197021.810000 sec): 3 clusters
  Score: Raw -425678.144711 + Penalty 2770.935277 = -422907.209434
  nChanged 24
		SP:Iteration 58Q (197021.990000 sec): 3 clusters
  Score: Raw -425689.671109 + Penalty 2770.935277 = -422918.735832
  nChanged 23
		SP:Iteration 59Q (197022.160000 sec): 3 clusters
  Score: Raw -425699.150542 + Penalty 2770.935277 = -422928.215266
  nChanged 20
		SP:Iteration 60F (197022.340000 sec): 3 clusters
  Score: Raw -425706.906304 + Penalty 2770.935277 = -422935.971028
  nChanged 15
		SP:Iteration 61Q (197022.510000 sec): 3 clusters
  Score: Raw -425710.490885 + Penalty 2770.935277 = -422939.555608
  nChanged 12
		SP:Iteration 62Q (197022.690000 sec): 3 clusters
  Score: Raw -425712.993653 + Penalty 2770.935277 = -422942.058376
  nChanged 13
		SP:Iteration 63Q (197022.860000 sec): 3 clusters
  Score: Raw -425716.630918 + Penalty 2770.935277 = -422945.695641
  nChanged 8
		SP:Iteration 64Q (197023.040000 sec): 3 clusters
  Score: Raw -425719.608367 + Penalty 2770.935277 = -422948.673091
  nChanged 11
		SP:Iteration 65Q (197023.210000 sec): 3 clusters
  Score: Raw -425722.421741 + Penalty 2770.935277 = -422951.486464
  nChanged 8
		SP:Iteration 66Q (197023.390000 sec): 3 clusters
  Score: Raw -425724.303078 + Penalty 2770.935277 = -422953.367802
  nChanged 5
		SP:Iteration 67Q (197023.560000 sec): 3 clusters
  Score: Raw -425725.351787 + Penalty 2770.935277 = -422954.416510
  nChanged 11
		SP:Iteration 68Q (197023.780000 sec): 3 clusters
  Score: Raw -425727.742658 + Penalty 2770.935277 = -422956.807381
  nChanged 12
		SP:Iteration 69Q (197023.970000 sec): 3 clusters
  Score: Raw -425730.903253 + Penalty 2770.935277 = -422959.967977
  nChanged 13
		SP:Iteration 70Q (197024.110000 sec): 3 clusters
  Score: Raw -425735.835579 + Penalty 2770.935277 = -422964.900302
  nChanged 13
		SP:Iteration 71Q (197024.290000 sec): 3 clusters
  Score: Raw -425739.158439 + Penalty 2770.935277 = -422968.223163
  nChanged 14
		SP:Iteration 72Q (197024.460000 sec): 3 clusters
  Score: Raw -425743.790012 + Penalty 2770.935277 = -422972.854735
  nChanged 18
		SP:Iteration 73Q (197024.640000 sec): 3 clusters
  Score: Raw -425749.928829 + Penalty 2770.935277 = -422978.993553
  nChanged 17
		SP:Iteration 74Q (197024.810000 sec): 3 clusters
  Score: Raw -425755.151259 + Penalty 2770.935277 = -422984.215983
  nChanged 18
		SP:Iteration 75Q (197024.960000 sec): 3 clusters
  Score: Raw -425760.282043 + Penalty 2770.935277 = -422989.346766
  nChanged 16
		SP:Iteration 76Q (197025.050000 sec): 3 clusters
  Score: Raw -425764.768674 + Penalty 2770.935277 = -422993.833397
  nChanged 12
		SP:Iteration 77Q (197025.140000 sec): 3 clusters
  Score: Raw -425767.559962 + Penalty 2770.935277 = -422996.624685
  nChanged 8
		SP:Iteration 78Q (197025.240000 sec): 3 clusters
  Score: Raw -425769.950204 + Penalty 2770.935277 = -422999.014928
  nChanged 5
		SP:Iteration 79Q (197025.330000 sec): 3 clusters
  Score: Raw -425771.366362 + Penalty 2770.935277 = -423000.431086
  nChanged 5
		SP:Iteration 80F (197025.420000 sec): 3 clusters
  Score: Raw -425773.104257 + Penalty 2770.935277 = -423002.168980
  nChanged 5
		SP:Iteration 81Q (197025.510000 sec): 3 clusters
  Score: Raw -425774.371276 + Penalty 2770.935277 = -423003.435999
  nChanged 3
		SP:Iteration 82Q (197025.610000 sec): 3 clusters
  Score: Raw -425775.187312 + Penalty 2770.935277 = -423004.252036
  nChanged 3
		SP:Iteration 83Q (197025.700000 sec): 3 clusters
  Score: Raw -425776.165613 + Penalty 2770.935277 = -423005.230336
  nChanged 3
		SP:Iteration 84Q (197025.790000 sec): 3 clusters
  Score: Raw -425777.347308 + Penalty 2770.935277 = -423006.412031
  nChanged 5
		SP:Iteration 85Q (197025.880000 sec): 3 clusters
  Score: Raw -425778.563106 + Penalty 2770.935277 = -423007.627830
  nChanged 4
		SP:Iteration 86Q (197025.970000 sec): 3 clusters
  Score: Raw -425779.458182 + Penalty 2770.935277 = -423008.522905
  nChanged 2
		SP:Iteration 87Q (197026.060000 sec): 3 clusters
  Score: Raw -425779.708571 + Penalty 2770.935277 = -423008.773295
  nChanged 1
		SP:Iteration 88Q (197026.160000 sec): 3 clusters
  Score: Raw -425779.802301 + Penalty 2770.935277 = -423008.867025
  nChanged 3
		SP:Iteration 89Q (197026.280000 sec): 3 clusters
  Score: Raw -425780.255689 + Penalty 2770.935277 = -423009.320412
  nChanged 2
		SP:Iteration 90Q (197026.460000 sec): 3 clusters
  Score: Raw -425780.515860 + Penalty 2770.935277 = -423009.580584
  nChanged 1
		SP:Iteration 91Q (197026.630000 sec): 3 clusters
  Score: Raw -425780.865674 + Penalty 2770.935277 = -423009.930397
  nChanged 0
		SP:Iteration 92F (197026.800000 sec): 3 clusters
  Score: Raw -425780.865674 + Penalty 2770.935277 = -423009.930397
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 109 (8118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (197026.920000 sec): 2 clusters
  Score: Raw -771197.444577 + Penalty 1462.798853 = -769734.645724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (197027.130000 sec): 3 clusters
  Score: Raw -766702.919969 + Penalty 2925.597707 = -763777.322262
  nChanged 3464
		SP:Iteration 1F (197027.330000 sec): 3 clusters
  Score: Raw -768654.041645 + Penalty 2925.597707 = -765728.443938
  nChanged 561
		SP:Iteration 2F (197027.530000 sec): 3 clusters
  Score: Raw -768966.820437 + Penalty 2925.597707 = -766041.222731
  nChanged 495
		SP:Iteration 3F (197027.720000 sec): 3 clusters
  Score: Raw -769250.501178 + Penalty 2925.597707 = -766324.903471
  nChanged 468
		SP:Iteration 4F (197027.920000 sec): 3 clusters
  Score: Raw -769528.731431 + Penalty 2925.597707 = -766603.133724
  nChanged 456
		SP:Iteration 5F (197028.120000 sec): 3 clusters
  Score: Raw -769817.469217 + Penalty 2925.597707 = -766891.871510
  nChanged 445
		SP:Iteration 6F (197028.320000 sec): 3 clusters
  Score: Raw -770071.415354 + Penalty 2925.597707 = -767145.817647
  nChanged 350
		SP:Iteration 7Q (197028.520000 sec): 3 clusters
  Score: Raw -770251.975726 + Penalty 2925.597707 = -767326.378019
  nChanged 279
		SP:Iteration 8Q (197028.710000 sec): 3 clusters
  Score: Raw -770370.703409 + Penalty 2925.597707 = -767445.105702
  nChanged 200
		SP:Iteration 9Q (197028.910000 sec): 3 clusters
  Score: Raw -770447.664368 + Penalty 2925.597707 = -767522.066661
  nChanged 158
		SP:Iteration 10Q (197029.110000 sec): 3 clusters
  Score: Raw -770511.077119 + Penalty 2925.597707 = -767585.479412
  nChanged 144
		SP:Iteration 11Q (197029.300000 sec): 3 clusters
  Score: Raw -770570.146581 + Penalty 2925.597707 = -767644.548874
  nChanged 128
		SP:Iteration 12Q (197029.500000 sec): 3 clusters
  Score: Raw -770623.348128 + Penalty 2925.597707 = -767697.750421
  nChanged 133
		SP:Iteration 13Q (197029.700000 sec): 3 clusters
  Score: Raw -770679.294461 + Penalty 2925.597707 = -767753.696754
  nChanged 115
		SP:Iteration 14Q (197029.900000 sec): 3 clusters
  Score: Raw -770723.575133 + Penalty 2925.597707 = -767797.977426
  nChanged 96
		SP:Iteration 15Q (197030.100000 sec): 3 clusters
  Score: Raw -770758.841612 + Penalty 2925.597707 = -767833.243905
  nChanged 93
		SP:Iteration 16Q (197030.300000 sec): 3 clusters
  Score: Raw -770802.690249 + Penalty 2925.597707 = -767877.092542
  nChanged 97
		SP:Iteration 17Q (197030.490000 sec): 3 clusters
  Score: Raw -770846.582732 + Penalty 2925.597707 = -767920.985025
  nChanged 96
		SP:Iteration 18Q (197030.680000 sec): 3 clusters
  Score: Raw -770892.424747 + Penalty 2925.597707 = -767966.827040
  nChanged 95
		SP:Iteration 19Q (197030.880000 sec): 3 clusters
  Score: Raw -770933.312660 + Penalty 2925.597707 = -768007.714953
  nChanged 86
		SP:Iteration 20F (197031.080000 sec): 3 clusters
  Score: Raw -770975.211395 + Penalty 2925.597707 = -768049.613688
  nChanged 93
		SP:Iteration 21Q (197031.280000 sec): 3 clusters
  Score: Raw -771026.682563 + Penalty 2925.597707 = -768101.084856
  nChanged 84
		SP:Iteration 22Q (197031.480000 sec): 3 clusters
  Score: Raw -771069.442681 + Penalty 2925.597707 = -768143.844975
  nChanged 76
		SP:Iteration 23Q (197031.680000 sec): 3 clusters
  Score: Raw -771111.238701 + Penalty 2925.597707 = -768185.640994
  nChanged 74
		SP:Iteration 24Q (197031.870000 sec): 3 clusters
  Score: Raw -771149.131723 + Penalty 2925.597707 = -768223.534016
  nChanged 68
		SP:Iteration 25Q (197032.070000 sec): 3 clusters
  Score: Raw -771183.273111 + Penalty 2925.597707 = -768257.675404
  nChanged 57
		SP:Iteration 26Q (197032.270000 sec): 3 clusters
  Score: Raw -771214.787888 + Penalty 2925.597707 = -768289.190181
  nChanged 58
		SP:Iteration 27Q (197032.460000 sec): 3 clusters
  Score: Raw -771246.548282 + Penalty 2925.597707 = -768320.950576
  nChanged 48
		SP:Iteration 28Q (197032.660000 sec): 3 clusters
  Score: Raw -771272.084872 + Penalty 2925.597707 = -768346.487165
  nChanged 48
		SP:Iteration 29Q (197032.860000 sec): 3 clusters
  Score: Raw -771299.296348 + Penalty 2925.597707 = -768373.698642
  nChanged 47
		SP:Iteration 30Q (197033.050000 sec): 3 clusters
  Score: Raw -771328.292278 + Penalty 2925.597707 = -768402.694572
  nChanged 52
		SP:Iteration 31Q (197033.240000 sec): 3 clusters
  Score: Raw -771358.260043 + Penalty 2925.597707 = -768432.662336
  nChanged 34
		SP:Iteration 32Q (197033.450000 sec): 3 clusters
  Score: Raw -771376.903659 + Penalty 2925.597707 = -768451.305953
  nChanged 28
		SP:Iteration 33Q (197033.640000 sec): 3 clusters
  Score: Raw -771393.437858 + Penalty 2925.597707 = -768467.840152
  nChanged 21
		SP:Iteration 34Q (197033.840000 sec): 3 clusters
  Score: Raw -771405.112208 + Penalty 2925.597707 = -768479.514502
  nChanged 22
		SP:Iteration 35Q (197034.040000 sec): 3 clusters
  Score: Raw -771419.339091 + Penalty 2925.597707 = -768493.741384
  nChanged 16
		SP:Iteration 36Q (197034.240000 sec): 3 clusters
  Score: Raw -771430.572067 + Penalty 2925.597707 = -768504.974360
  nChanged 19
		SP:Iteration 37Q (197034.440000 sec): 3 clusters
  Score: Raw -771440.696484 + Penalty 2925.597707 = -768515.098777
  nChanged 11
		SP:Iteration 38Q (197034.630000 sec): 3 clusters
  Score: Raw -771448.212006 + Penalty 2925.597707 = -768522.614299
  nChanged 14
		SP:Iteration 39Q (197034.830000 sec): 3 clusters
  Score: Raw -771453.772286 + Penalty 2925.597707 = -768528.174579
  nChanged 10
		SP:Iteration 40F (197035.030000 sec): 3 clusters
  Score: Raw -771457.837286 + Penalty 2925.597707 = -768532.239580
  nChanged 6
		SP:Iteration 41Q (197035.220000 sec): 3 clusters
  Score: Raw -771461.976336 + Penalty 2925.597707 = -768536.378629
  nChanged 6
		SP:Iteration 42Q (197035.420000 sec): 3 clusters
  Score: Raw -771464.815037 + Penalty 2925.597707 = -768539.217330
  nChanged 4
		SP:Iteration 43Q (197035.620000 sec): 3 clusters
  Score: Raw -771467.518469 + Penalty 2925.597707 = -768541.920762
  nChanged 4
		SP:Iteration 44Q (197035.810000 sec): 3 clusters
  Score: Raw -771468.843267 + Penalty 2925.597707 = -768543.245560
  nChanged 2
		SP:Iteration 45Q (197036.010000 sec): 3 clusters
  Score: Raw -771470.045050 + Penalty 2925.597707 = -768544.447343
  nChanged 1
		SP:Iteration 46Q (197036.200000 sec): 3 clusters
  Score: Raw -771470.448101 + Penalty 2925.597707 = -768544.850394
  nChanged 0
		SP:Iteration 47F (197036.400000 sec): 3 clusters
  Score: Raw -771470.448101 + Penalty 2925.597707 = -768544.850394
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 110 (4952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (197036.510000 sec): 2 clusters
  Score: Raw -450463.065003 + Penalty 1382.476357 = -449080.588646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (197036.680000 sec): 3 clusters
  Score: Raw -447872.579931 + Penalty 2764.952715 = -445107.627217
  nChanged 1997
		SP:Iteration 1F (197036.860000 sec): 3 clusters
  Score: Raw -449029.185647 + Penalty 2764.952715 = -446264.232933
  nChanged 385
		SP:Iteration 2F (197037.040000 sec): 3 clusters
  Score: Raw -449291.571281 + Penalty 2764.952715 = -446526.618566
  nChanged 298
		SP:Iteration 3F (197037.210000 sec): 3 clusters
  Score: Raw -449513.250185 + Penalty 2764.952715 = -446748.297471
  nChanged 280
		SP:Iteration 4F (197037.390000 sec): 3 clusters
  Score: Raw -449719.284940 + Penalty 2764.952715 = -446954.332225
  nChanged 250
		SP:Iteration 5F (197037.570000 sec): 3 clusters
  Score: Raw -449891.267834 + Penalty 2764.952715 = -447126.315119
  nChanged 202
		SP:Iteration 6Q (197037.740000 sec): 3 clusters
  Score: Raw -450018.715966 + Penalty 2764.952715 = -447253.763251
  nChanged 180
		SP:Iteration 7Q (197037.960000 sec): 3 clusters
  Score: Raw -450124.503928 + Penalty 2764.952715 = -447359.551214
  nChanged 137
		SP:Iteration 8Q (197038.130000 sec): 3 clusters
  Score: Raw -450190.981775 + Penalty 2764.952715 = -447426.029060
  nChanged 121
		SP:Iteration 9Q (197038.310000 sec): 3 clusters
  Score: Raw -450240.939569 + Penalty 2764.952715 = -447475.986855
  nChanged 78
		SP:Iteration 10Q (197038.490000 sec): 3 clusters
  Score: Raw -450272.989151 + Penalty 2764.952715 = -447508.036436
  nChanged 83
		SP:Iteration 11Q (197038.660000 sec): 3 clusters
  Score: Raw -450306.335462 + Penalty 2764.952715 = -447541.382747
  nChanged 62
		SP:Iteration 12Q (197038.830000 sec): 3 clusters
  Score: Raw -450327.092380 + Penalty 2764.952715 = -447562.139665
  nChanged 44
		SP:Iteration 13Q (197039.010000 sec): 3 clusters
  Score: Raw -450343.132773 + Penalty 2764.952715 = -447578.180059
  nChanged 35
		SP:Iteration 14Q (197039.190000 sec): 3 clusters
  Score: Raw -450355.520763 + Penalty 2764.952715 = -447590.568048
  nChanged 36
		SP:Iteration 15Q (197039.360000 sec): 3 clusters
  Score: Raw -450366.300093 + Penalty 2764.952715 = -447601.347379
  nChanged 29
		SP:Iteration 16Q (197039.540000 sec): 3 clusters
  Score: Raw -450374.474951 + Penalty 2764.952715 = -447609.522236
  nChanged 22
		SP:Iteration 17Q (197039.710000 sec): 3 clusters
  Score: Raw -450381.459635 + Penalty 2764.952715 = -447616.506921
  nChanged 29
		SP:Iteration 18Q (197039.890000 sec): 3 clusters
  Score: Raw -450389.146657 + Penalty 2764.952715 = -447624.193943
  nChanged 20
		SP:Iteration 19Q (197040.060000 sec): 3 clusters
  Score: Raw -450394.642854 + Penalty 2764.952715 = -447629.690140
  nChanged 27
		SP:Iteration 20F (197040.240000 sec): 3 clusters
  Score: Raw -450403.440003 + Penalty 2764.952715 = -447638.487288
  nChanged 20
		SP:Iteration 21Q (197040.410000 sec): 3 clusters
  Score: Raw -450408.683932 + Penalty 2764.952715 = -447643.731217
  nChanged 19
		SP:Iteration 22Q (197040.590000 sec): 3 clusters
  Score: Raw -450413.717576 + Penalty 2764.952715 = -447648.764862
  nChanged 22
		SP:Iteration 23Q (197040.770000 sec): 3 clusters
  Score: Raw -450419.382822 + Penalty 2764.952715 = -447654.430107
  nChanged 16
		SP:Iteration 24Q (197040.940000 sec): 3 clusters
  Score: Raw -450424.425704 + Penalty 2764.952715 = -447659.472989
  nChanged 18
		SP:Iteration 25Q (197041.110000 sec): 3 clusters
  Score: Raw -450428.856514 + Penalty 2764.952715 = -447663.903800
  nChanged 17
		SP:Iteration 26Q (197041.290000 sec): 3 clusters
  Score: Raw -450433.264126 + Penalty 2764.952715 = -447668.311411
  nChanged 15
		SP:Iteration 27Q (197041.470000 sec): 3 clusters
  Score: Raw -450436.914581 + Penalty 2764.952715 = -447671.961867
  nChanged 18
		SP:Iteration 28Q (197041.640000 sec): 3 clusters
  Score: Raw -450443.157896 + Penalty 2764.952715 = -447678.205182
  nChanged 19
		SP:Iteration 29Q (197041.820000 sec): 3 clusters
  Score: Raw -450449.714622 + Penalty 2764.952715 = -447684.761907
  nChanged 13
		SP:Iteration 30Q (197041.990000 sec): 3 clusters
  Score: Raw -450453.046154 + Penalty 2764.952715 = -447688.093440
  nChanged 11
		SP:Iteration 31Q (197042.170000 sec): 3 clusters
  Score: Raw -450456.265418 + Penalty 2764.952715 = -447691.312703
  nChanged 12
		SP:Iteration 32Q (197042.340000 sec): 3 clusters
  Score: Raw -450459.842900 + Penalty 2764.952715 = -447694.890186
  nChanged 9
		SP:Iteration 33Q (197042.520000 sec): 3 clusters
  Score: Raw -450462.376804 + Penalty 2764.952715 = -447697.424089
  nChanged 8
		SP:Iteration 34Q (197042.690000 sec): 3 clusters
  Score: Raw -450464.015238 + Penalty 2764.952715 = -447699.062523
  nChanged 0
		SP:Iteration 35F (197042.870000 sec): 3 clusters
  Score: Raw -450464.015238 + Penalty 2764.952715 = -447699.062523
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 111 (4001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (197042.990000 sec): 2 clusters
  Score: Raw -342124.208763 + Penalty 1347.823686 = -340776.385077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (197043.170000 sec): 3 clusters
  Score: Raw -340220.157840 + Penalty 2695.647373 = -337524.510468
  nChanged 1617
		SP:Iteration 1F (197043.350000 sec): 3 clusters
  Score: Raw -341294.179150 + Penalty 2695.647373 = -338598.531777
  nChanged 353
		SP:Iteration 2F (197043.530000 sec): 3 clusters
  Score: Raw -341593.962603 + Penalty 2695.647373 = -338898.315230
  nChanged 254
		SP:Iteration 3F (197043.700000 sec): 3 clusters
  Score: Raw -341770.049170 + Penalty 2695.647373 = -339074.401797
  nChanged 172
		SP:Iteration 4Q (197043.880000 sec): 3 clusters
  Score: Raw -341879.858347 + Penalty 2695.647373 = -339184.210974
  nChanged 158
		SP:Iteration 5Q (197044.050000 sec): 3 clusters
  Score: Raw -341984.780382 + Penalty 2695.647373 = -339289.133009
  nChanged 136
		SP:Iteration 6Q (197044.230000 sec): 3 clusters
  Score: Raw -342069.793692 + Penalty 2695.647373 = -339374.146319
  nChanged 114
		SP:Iteration 7Q (197044.410000 sec): 3 clusters
  Score: Raw -342143.267969 + Penalty 2695.647373 = -339447.620596
  nChanged 94
		SP:Iteration 8Q (197044.580000 sec): 3 clusters
  Score: Raw -342208.389882 + Penalty 2695.647373 = -339512.742510
  nChanged 82
		SP:Iteration 9Q (197044.760000 sec): 3 clusters
  Score: Raw -342267.531067 + Penalty 2695.647373 = -339571.883694
  nChanged 66
		SP:Iteration 10Q (197044.930000 sec): 3 clusters
  Score: Raw -342309.898409 + Penalty 2695.647373 = -339614.251036
  nChanged 67
		SP:Iteration 11Q (197045.110000 sec): 3 clusters
  Score: Raw -342360.248274 + Penalty 2695.647373 = -339664.600901
  nChanged 60
		SP:Iteration 12Q (197045.290000 sec): 3 clusters
  Score: Raw -342402.359609 + Penalty 2695.647373 = -339706.712236
  nChanged 56
		SP:Iteration 13Q (197045.460000 sec): 3 clusters
  Score: Raw -342440.241450 + Penalty 2695.647373 = -339744.594077
  nChanged 47
		SP:Iteration 14Q (197045.640000 sec): 3 clusters
  Score: Raw -342469.762913 + Penalty 2695.647373 = -339774.115540
  nChanged 23
		SP:Iteration 15Q (197045.760000 sec): 3 clusters
  Score: Raw -342491.585684 + Penalty 2695.647373 = -339795.938311
  nChanged 26
		SP:Iteration 16Q (197045.840000 sec): 3 clusters
  Score: Raw -342512.093710 + Penalty 2695.647373 = -339816.446337
  nChanged 17
		SP:Iteration 17Q (197045.920000 sec): 3 clusters
  Score: Raw -342522.574267 + Penalty 2695.647373 = -339826.926894
  nChanged 19
		SP:Iteration 18Q (197046.000000 sec): 3 clusters
  Score: Raw -342529.635397 + Penalty 2695.647373 = -339833.988024
  nChanged 16
		SP:Iteration 19Q (197046.070000 sec): 3 clusters
  Score: Raw -342535.420640 + Penalty 2695.647373 = -339839.773267
  nChanged 11
		SP:Iteration 20F (197046.150000 sec): 3 clusters
  Score: Raw -342540.059052 + Penalty 2695.647373 = -339844.411679
  nChanged 12
		SP:Iteration 21Q (197046.230000 sec): 3 clusters
  Score: Raw -342547.070183 + Penalty 2695.647373 = -339851.422810
  nChanged 16
		SP:Iteration 22Q (197046.310000 sec): 3 clusters
  Score: Raw -342553.676852 + Penalty 2695.647373 = -339858.029479
  nChanged 9
		SP:Iteration 23Q (197046.390000 sec): 3 clusters
  Score: Raw -342557.339267 + Penalty 2695.647373 = -339861.691894
  nChanged 7
		SP:Iteration 24Q (197046.470000 sec): 3 clusters
  Score: Raw -342560.631980 + Penalty 2695.647373 = -339864.984607
  nChanged 7
		SP:Iteration 25Q (197046.550000 sec): 3 clusters
  Score: Raw -342563.457737 + Penalty 2695.647373 = -339867.810364
  nChanged 7
		SP:Iteration 26Q (197046.620000 sec): 3 clusters
  Score: Raw -342566.439878 + Penalty 2695.647373 = -339870.792505
  nChanged 6
		SP:Iteration 27Q (197046.700000 sec): 3 clusters
  Score: Raw -342569.265254 + Penalty 2695.647373 = -339873.617881
  nChanged 3
		SP:Iteration 28Q (197046.780000 sec): 3 clusters
  Score: Raw -342570.214995 + Penalty 2695.647373 = -339874.567622
  nChanged 7
		SP:Iteration 29Q (197046.860000 sec): 3 clusters
  Score: Raw -342572.155794 + Penalty 2695.647373 = -339876.508421
  nChanged 7
		SP:Iteration 30Q (197046.930000 sec): 3 clusters
  Score: Raw -342575.433248 + Penalty 2695.647373 = -339879.785875
  nChanged 8
		SP:Iteration 31Q (197047.010000 sec): 3 clusters
  Score: Raw -342579.711813 + Penalty 2695.647373 = -339884.064440
  nChanged 8
		SP:Iteration 32Q (197047.090000 sec): 3 clusters
  Score: Raw -342584.254183 + Penalty 2695.647373 = -339888.606810
  nChanged 5
		SP:Iteration 33Q (197047.200000 sec): 3 clusters
  Score: Raw -342587.008241 + Penalty 2695.647373 = -339891.360869
  nChanged 4
		SP:Iteration 34Q (197047.370000 sec): 3 clusters
  Score: Raw -342588.340574 + Penalty 2695.647373 = -339892.693201
  nChanged 3
		SP:Iteration 35Q (197047.550000 sec): 3 clusters
  Score: Raw -342589.255117 + Penalty 2695.647373 = -339893.607744
  nChanged 3
		SP:Iteration 36Q (197047.730000 sec): 3 clusters
  Score: Raw -342590.544668 + Penalty 2695.647373 = -339894.897295
  nChanged 3
		SP:Iteration 37Q (197047.900000 sec): 3 clusters
  Score: Raw -342592.723792 + Penalty 2695.647373 = -339897.076419
  nChanged 4
		SP:Iteration 38Q (197048.080000 sec): 3 clusters
  Score: Raw -342594.311707 + Penalty 2695.647373 = -339898.664334
  nChanged 1
		SP:Iteration 39Q (197048.250000 sec): 3 clusters
  Score: Raw -342594.639744 + Penalty 2695.647373 = -339898.992371
  nChanged 0
		SP:Iteration 40F (197048.430000 sec): 3 clusters
  Score: Raw -342594.639744 + Penalty 2695.647373 = -339898.992371
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 112 (3079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (197048.530000 sec): 2 clusters
  Score: Raw -264045.683352 + Penalty 1305.258524 = -262740.424827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (197048.610000 sec): 3 clusters
  Score: Raw -262564.780790 + Penalty 2610.517048 = -259954.263742
  nChanged 1198
		SP:Iteration 1F (197048.670000 sec): 3 clusters
  Score: Raw -263306.320818 + Penalty 2610.517048 = -260695.803770
  nChanged 282
		SP:Iteration 2F (197048.730000 sec): 3 clusters
  Score: Raw -263523.798667 + Penalty 2610.517048 = -260913.281619
  nChanged 218
		SP:Iteration 3F (197048.780000 sec): 3 clusters
  Score: Raw -263724.727624 + Penalty 2610.517048 = -261114.210576
  nChanged 191
		SP:Iteration 4F (197048.830000 sec): 3 clusters
  Score: Raw -263876.873333 + Penalty 2610.517048 = -261266.356285
  nChanged 130
		SP:Iteration 5Q (197048.890000 sec): 3 clusters
  Score: Raw -263964.923356 + Penalty 2610.517048 = -261354.406308
  nChanged 107
		SP:Iteration 6Q (197048.950000 sec): 3 clusters
  Score: Raw -264031.346745 + Penalty 2610.517048 = -261420.829697
  nChanged 81
		SP:Iteration 7Q (197049.000000 sec): 3 clusters
  Score: Raw -264073.614912 + Penalty 2610.517048 = -261463.097864
  nChanged 60
		SP:Iteration 8Q (197049.050000 sec): 3 clusters
  Score: Raw -264101.795573 + Penalty 2610.517048 = -261491.278525
  nChanged 42
		SP:Iteration 9Q (197049.110000 sec): 3 clusters
  Score: Raw -264121.580489 + Penalty 2610.517048 = -261511.063441
  nChanged 35
		SP:Iteration 10Q (197049.160000 sec): 3 clusters
  Score: Raw -264139.425897 + Penalty 2610.517048 = -261528.908849
  nChanged 34
		SP:Iteration 11Q (197049.210000 sec): 3 clusters
  Score: Raw -264150.296457 + Penalty 2610.517048 = -261539.779409
  nChanged 20
		SP:Iteration 12Q (197049.270000 sec): 3 clusters
  Score: Raw -264157.197919 + Penalty 2610.517048 = -261546.680871
  nChanged 14
		SP:Iteration 13Q (197049.320000 sec): 3 clusters
  Score: Raw -264164.555129 + Penalty 2610.517048 = -261554.038081
  nChanged 13
		SP:Iteration 14Q (197049.370000 sec): 3 clusters
  Score: Raw -264173.354873 + Penalty 2610.517048 = -261562.837824
  nChanged 19
		SP:Iteration 15Q (197049.430000 sec): 3 clusters
  Score: Raw -264182.575606 + Penalty 2610.517048 = -261572.058558
  nChanged 20
		SP:Iteration 16Q (197049.480000 sec): 3 clusters
  Score: Raw -264191.366040 + Penalty 2610.517048 = -261580.848992
  nChanged 21
		SP:Iteration 17Q (197049.530000 sec): 3 clusters
  Score: Raw -264201.930960 + Penalty 2610.517048 = -261591.413911
  nChanged 23
		SP:Iteration 18Q (197049.580000 sec): 3 clusters
  Score: Raw -264211.477445 + Penalty 2610.517048 = -261600.960397
  nChanged 23
		SP:Iteration 19Q (197049.640000 sec): 3 clusters
  Score: Raw -264221.825867 + Penalty 2610.517048 = -261611.308819
  nChanged 24
		SP:Iteration 20F (197049.690000 sec): 3 clusters
  Score: Raw -264235.874665 + Penalty 2610.517048 = -261625.357617
  nChanged 26
		SP:Iteration 21Q (197049.740000 sec): 3 clusters
  Score: Raw -264248.300631 + Penalty 2610.517048 = -261637.783583
  nChanged 26
		SP:Iteration 22Q (197049.800000 sec): 3 clusters
  Score: Raw -264261.507758 + Penalty 2610.517048 = -261650.990710
  nChanged 26
		SP:Iteration 23Q (197049.850000 sec): 3 clusters
  Score: Raw -264274.644404 + Penalty 2610.517048 = -261664.127356
  nChanged 30
		SP:Iteration 24Q (197049.900000 sec): 3 clusters
  Score: Raw -264291.379098 + Penalty 2610.517048 = -261680.862050
  nChanged 31
		SP:Iteration 25Q (197049.960000 sec): 3 clusters
  Score: Raw -264313.421227 + Penalty 2610.517048 = -261702.904179
  nChanged 41
		SP:Iteration 26Q (197050.090000 sec): 3 clusters
  Score: Raw -264341.645864 + Penalty 2610.517048 = -261731.128816
  nChanged 47
		SP:Iteration 27Q (197050.270000 sec): 3 clusters
  Score: Raw -264364.591128 + Penalty 2610.517048 = -261754.074080
  nChanged 37
		SP:Iteration 28Q (197050.450000 sec): 3 clusters
  Score: Raw -264386.210650 + Penalty 2610.517048 = -261775.693602
  nChanged 35
		SP:Iteration 29Q (197050.620000 sec): 3 clusters
  Score: Raw -264409.719386 + Penalty 2610.517048 = -261799.202338
  nChanged 41
		SP:Iteration 30Q (197050.800000 sec): 3 clusters
  Score: Raw -264429.112417 + Penalty 2610.517048 = -261818.595369
  nChanged 34
		SP:Iteration 31Q (197050.970000 sec): 3 clusters
  Score: Raw -264449.045996 + Penalty 2610.517048 = -261838.528948
  nChanged 33
		SP:Iteration 32Q (197051.150000 sec): 3 clusters
  Score: Raw -264472.661436 + Penalty 2610.517048 = -261862.144388
  nChanged 46
		SP:Iteration 33Q (197051.330000 sec): 3 clusters
  Score: Raw -264507.854963 + Penalty 2610.517048 = -261897.337915
  nChanged 40
		SP:Iteration 34Q (197051.500000 sec): 3 clusters
  Score: Raw -264540.272743 + Penalty 2610.517048 = -261929.755695
  nChanged 36
		SP:Iteration 35Q (197051.680000 sec): 3 clusters
  Score: Raw -264561.044430 + Penalty 2610.517048 = -261950.527382
  nChanged 39
		SP:Iteration 36Q (197051.850000 sec): 3 clusters
  Score: Raw -264577.289131 + Penalty 2610.517048 = -261966.772082
  nChanged 26
		SP:Iteration 37Q (197052.030000 sec): 3 clusters
  Score: Raw -264590.564494 + Penalty 2610.517048 = -261980.047446
  nChanged 24
		SP:Iteration 38Q (197052.210000 sec): 3 clusters
  Score: Raw -264607.208593 + Penalty 2610.517048 = -261996.691545
  nChanged 28
		SP:Iteration 39Q (197052.380000 sec): 3 clusters
  Score: Raw -264624.632490 + Penalty 2610.517048 = -262014.115441
  nChanged 23
		SP:Iteration 40F (197052.560000 sec): 3 clusters
  Score: Raw -264635.350145 + Penalty 2610.517048 = -262024.833097
  nChanged 21
		SP:Iteration 41Q (197052.730000 sec): 3 clusters
  Score: Raw -264649.291180 + Penalty 2610.517048 = -262038.774132
  nChanged 24
		SP:Iteration 42Q (197052.910000 sec): 3 clusters
  Score: Raw -264662.717068 + Penalty 2610.517048 = -262052.200020
  nChanged 25
		SP:Iteration 43Q (197053.090000 sec): 3 clusters
  Score: Raw -264675.433650 + Penalty 2610.517048 = -262064.916602
  nChanged 26
		SP:Iteration 44Q (197053.260000 sec): 3 clusters
  Score: Raw -264684.821577 + Penalty 2610.517048 = -262074.304529
  nChanged 19
		SP:Iteration 45Q (197053.430000 sec): 3 clusters
  Score: Raw -264695.496870 + Penalty 2610.517048 = -262084.979822
  nChanged 21
		SP:Iteration 46Q (197053.610000 sec): 3 clusters
  Score: Raw -264704.823279 + Penalty 2610.517048 = -262094.306231
  nChanged 17
		SP:Iteration 47Q (197053.790000 sec): 3 clusters
  Score: Raw -264710.454749 + Penalty 2610.517048 = -262099.937701
  nChanged 11
		SP:Iteration 48Q (197053.960000 sec): 3 clusters
  Score: Raw -264716.242475 + Penalty 2610.517048 = -262105.725427
  nChanged 13
		SP:Iteration 49Q (197054.140000 sec): 3 clusters
  Score: Raw -264721.742216 + Penalty 2610.517048 = -262111.225168
  nChanged 13
		SP:Iteration 50Q (197054.210000 sec): 3 clusters
  Score: Raw -264725.846219 + Penalty 2610.517048 = -262115.329171
  nChanged 11
		SP:Iteration 51Q (197054.270000 sec): 3 clusters
  Score: Raw -264731.098986 + Penalty 2610.517048 = -262120.581938
  nChanged 8
		SP:Iteration 52Q (197054.320000 sec): 3 clusters
  Score: Raw -264735.317092 + Penalty 2610.517048 = -262124.800043
  nChanged 14
		SP:Iteration 53Q (197054.370000 sec): 3 clusters
  Score: Raw -264742.379320 + Penalty 2610.517048 = -262131.862272
  nChanged 14
		SP:Iteration 54Q (197054.430000 sec): 3 clusters
  Score: Raw -264749.245628 + Penalty 2610.517048 = -262138.728580
  nChanged 17
		SP:Iteration 55Q (197054.480000 sec): 3 clusters
  Score: Raw -264755.166393 + Penalty 2610.517048 = -262144.649345
  nChanged 7
		SP:Iteration 56Q (197054.530000 sec): 3 clusters
  Score: Raw -264756.948132 + Penalty 2610.517048 = -262146.431084
  nChanged 4
		SP:Iteration 57Q (197054.590000 sec): 3 clusters
  Score: Raw -264758.123037 + Penalty 2610.517048 = -262147.605989
  nChanged 1
		SP:Iteration 58Q (197054.640000 sec): 3 clusters
  Score: Raw -264758.266927 + Penalty 2610.517048 = -262147.749879
  nChanged 0
		SP:Iteration 59F (197054.690000 sec): 3 clusters
  Score: Raw -264758.266927 + Penalty 2610.517048 = -262147.749879
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 113 (789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (197054.750000 sec): 2 clusters
  Score: Raw -59823.522758 + Penalty 1083.999527 = -58739.523230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (197054.770000 sec): 3 clusters
  Score: Raw -59619.898031 + Penalty 2167.999054 = -57451.898977
  nChanged 227
		SP:Iteration 1F (197054.790000 sec): 3 clusters
  Score: Raw -59904.635192 + Penalty 2167.999054 = -57736.636138
  nChanged 54
		SP:Iteration 2F (197054.820000 sec): 3 clusters
  Score: Raw -59976.778031 + Penalty 2167.999054 = -57808.778977
  nChanged 33
		SP:Iteration 3Q (197054.840000 sec): 3 clusters
  Score: Raw -60027.643642 + Penalty 2167.999054 = -57859.644588
  nChanged 19
		SP:Iteration 4Q (197054.870000 sec): 3 clusters
  Score: Raw -60047.626432 + Penalty 2167.999054 = -57879.627378
  nChanged 14
		SP:Iteration 5Q (197054.890000 sec): 3 clusters
  Score: Raw -60066.765113 + Penalty 2167.999054 = -57898.766059
  nChanged 18
		SP:Iteration 6Q (197054.910000 sec): 3 clusters
  Score: Raw -60090.307666 + Penalty 2167.999054 = -57922.308612
  nChanged 14
		SP:Iteration 7Q (197054.940000 sec): 3 clusters
  Score: Raw -60104.923941 + Penalty 2167.999054 = -57936.924887
  nChanged 5
		SP:Iteration 8Q (197054.960000 sec): 3 clusters
  Score: Raw -60109.385187 + Penalty 2167.999054 = -57941.386132
  nChanged 3
		SP:Iteration 9Q (197054.990000 sec): 3 clusters
  Score: Raw -60111.263745 + Penalty 2167.999054 = -57943.264691
  nChanged 0
		SP:Iteration 10F (197055.010000 sec): 3 clusters
  Score: Raw -60111.263745 + Penalty 2167.999054 = -57943.264691
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 114 (1808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (197055.120000 sec): 2 clusters
  Score: Raw -184772.971311 + Penalty 1218.746188 = -183554.225123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (197055.290000 sec): 3 clusters
  Score: Raw -184023.076232 + Penalty 2437.492376 = -181585.583856
  nChanged 565
		SP:Iteration 1F (197055.450000 sec): 3 clusters
  Score: Raw -184393.698265 + Penalty 2437.492376 = -181956.205889
  nChanged 152
		SP:Iteration 2F (197055.610000 sec): 3 clusters
  Score: Raw -184502.115371 + Penalty 2437.492376 = -182064.622996
  nChanged 79
		SP:Iteration 3Q (197055.780000 sec): 3 clusters
  Score: Raw -184555.997695 + Penalty 2437.492376 = -182118.505319
  nChanged 49
		SP:Iteration 4Q (197055.940000 sec): 3 clusters
  Score: Raw -184586.196083 + Penalty 2437.492376 = -182148.703707
  nChanged 42
		SP:Iteration 5Q (197056.110000 sec): 3 clusters
  Score: Raw -184619.440332 + Penalty 2437.492376 = -182181.947956
  nChanged 43
		SP:Iteration 6Q (197056.270000 sec): 3 clusters
  Score: Raw -184645.224376 + Penalty 2437.492376 = -182207.732000
  nChanged 24
		SP:Iteration 7Q (197056.440000 sec): 3 clusters
  Score: Raw -184664.369762 + Penalty 2437.492376 = -182226.877387
  nChanged 21
		SP:Iteration 8Q (197056.600000 sec): 3 clusters
  Score: Raw -184675.900544 + Penalty 2437.492376 = -182238.408168
  nChanged 16
		SP:Iteration 9Q (197056.770000 sec): 3 clusters
  Score: Raw -184685.456224 + Penalty 2437.492376 = -182247.963849
  nChanged 11
		SP:Iteration 10Q (197056.930000 sec): 3 clusters
  Score: Raw -184692.063442 + Penalty 2437.492376 = -182254.571066
  nChanged 13
		SP:Iteration 11Q (197057.050000 sec): 3 clusters
  Score: Raw -184699.608953 + Penalty 2437.492376 = -182262.116577
  nChanged 13
		SP:Iteration 12Q (197057.230000 sec): 3 clusters
  Score: Raw -184708.552417 + Penalty 2437.492376 = -182271.060041
  nChanged 13
		SP:Iteration 13Q (197057.410000 sec): 3 clusters
  Score: Raw -184716.690339 + Penalty 2437.492376 = -182279.197963
  nChanged 17
		SP:Iteration 14Q (197057.580000 sec): 3 clusters
  Score: Raw -184726.493747 + Penalty 2437.492376 = -182289.001371
  nChanged 13
		SP:Iteration 15Q (197057.760000 sec): 3 clusters
  Score: Raw -184733.599822 + Penalty 2437.492376 = -182296.107446
  nChanged 10
		SP:Iteration 16Q (197057.930000 sec): 3 clusters
  Score: Raw -184740.349677 + Penalty 2437.492376 = -182302.857302
  nChanged 12
		SP:Iteration 17Q (197058.110000 sec): 3 clusters
  Score: Raw -184747.330321 + Penalty 2437.492376 = -182309.837945
  nChanged 13
		SP:Iteration 18Q (197058.290000 sec): 3 clusters
  Score: Raw -184755.402193 + Penalty 2437.492376 = -182317.909817
  nChanged 9
		SP:Iteration 19Q (197058.460000 sec): 3 clusters
  Score: Raw -184762.295422 + Penalty 2437.492376 = -182324.803046
  nChanged 14
		SP:Iteration 20F (197058.630000 sec): 3 clusters
  Score: Raw -184771.473689 + Penalty 2437.492376 = -182333.981313
  nChanged 17
		SP:Iteration 21Q (197058.810000 sec): 3 clusters
  Score: Raw -184780.874058 + Penalty 2437.492376 = -182343.381682
  nChanged 12
		SP:Iteration 22Q (197058.990000 sec): 3 clusters
  Score: Raw -184786.030831 + Penalty 2437.492376 = -182348.538455
  nChanged 7
		SP:Iteration 23Q (197059.160000 sec): 3 clusters
  Score: Raw -184788.800224 + Penalty 2437.492376 = -182351.307848
  nChanged 9
		SP:Iteration 24Q (197059.340000 sec): 3 clusters
  Score: Raw -184793.711186 + Penalty 2437.492376 = -182356.218811
  nChanged 8
		SP:Iteration 25Q (197059.510000 sec): 3 clusters
  Score: Raw -184798.922342 + Penalty 2437.492376 = -182361.429966
  nChanged 11
		SP:Iteration 26Q (197059.690000 sec): 3 clusters
  Score: Raw -184804.367790 + Penalty 2437.492376 = -182366.875414
  nChanged 7
		SP:Iteration 27Q (197059.870000 sec): 3 clusters
  Score: Raw -184808.623524 + Penalty 2437.492376 = -182371.131148
  nChanged 8
		SP:Iteration 28Q (197060.040000 sec): 3 clusters
  Score: Raw -184812.234130 + Penalty 2437.492376 = -182374.741754
  nChanged 9
		SP:Iteration 29Q (197060.220000 sec): 3 clusters
  Score: Raw -184817.857052 + Penalty 2437.492376 = -182380.364676
  nChanged 7
		SP:Iteration 30Q (197060.390000 sec): 3 clusters
  Score: Raw -184822.086759 + Penalty 2437.492376 = -182384.594383
  nChanged 8
		SP:Iteration 31Q (197060.570000 sec): 3 clusters
  Score: Raw -184824.415371 + Penalty 2437.492376 = -182386.922995
  nChanged 4
		SP:Iteration 32Q (197060.750000 sec): 3 clusters
  Score: Raw -184825.923635 + Penalty 2437.492376 = -182388.431259
  nChanged 3
		SP:Iteration 33Q (197060.920000 sec): 3 clusters
  Score: Raw -184826.634295 + Penalty 2437.492376 = -182389.141919
  nChanged 1
		SP:Iteration 34Q (197061.090000 sec): 3 clusters
  Score: Raw -184827.398185 + Penalty 2437.492376 = -182389.905810
  nChanged 2
		SP:Iteration 35Q (197061.250000 sec): 3 clusters
  Score: Raw -184828.877613 + Penalty 2437.492376 = -182391.385237
  nChanged 0
		SP:Iteration 36F (197061.410000 sec): 3 clusters
  Score: Raw -184828.877613 + Penalty 2437.492376 = -182391.385237
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 115 (6111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (197061.510000 sec): 2 clusters
  Score: Raw -522235.321323 + Penalty 1416.649927 = -520818.671396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (197061.730000 sec): 3 clusters
  Score: Raw -518913.991579 + Penalty 2833.299854 = -516080.691725
  nChanged 2540
		SP:Iteration 1F (197061.900000 sec): 3 clusters
  Score: Raw -520373.741853 + Penalty 2833.299854 = -517540.441999
  nChanged 517
		SP:Iteration 2F (197062.110000 sec): 3 clusters
  Score: Raw -520708.743359 + Penalty 2833.299854 = -517875.443505
  nChanged 399
		SP:Iteration 3F (197062.270000 sec): 3 clusters
  Score: Raw -520961.311515 + Penalty 2833.299854 = -518128.011661
  nChanged 323
		SP:Iteration 4F (197062.440000 sec): 3 clusters
  Score: Raw -521140.253362 + Penalty 2833.299854 = -518306.953508
  nChanged 253
		SP:Iteration 5Q (197062.610000 sec): 3 clusters
  Score: Raw -521274.937793 + Penalty 2833.299854 = -518441.637939
  nChanged 225
		SP:Iteration 6Q (197062.780000 sec): 3 clusters
  Score: Raw -521398.525275 + Penalty 2833.299854 = -518565.225421
  nChanged 220
		SP:Iteration 7Q (197062.980000 sec): 3 clusters
  Score: Raw -521528.849272 + Penalty 2833.299854 = -518695.549418
  nChanged 215
		SP:Iteration 8Q (197063.130000 sec): 3 clusters
  Score: Raw -521635.729964 + Penalty 2833.299854 = -518802.430110
  nChanged 176
		SP:Iteration 9Q (197063.290000 sec): 3 clusters
  Score: Raw -521724.100651 + Penalty 2833.299854 = -518890.800797
  nChanged 173
		SP:Iteration 10Q (197063.460000 sec): 3 clusters
  Score: Raw -521821.229634 + Penalty 2833.299854 = -518987.929779
  nChanged 157
		SP:Iteration 11Q (197063.630000 sec): 3 clusters
  Score: Raw -521911.537325 + Penalty 2833.299854 = -519078.237471
  nChanged 140
		SP:Iteration 12Q (197063.790000 sec): 3 clusters
  Score: Raw -521993.279496 + Penalty 2833.299854 = -519159.979642
  nChanged 134
		SP:Iteration 13Q (197063.940000 sec): 3 clusters
  Score: Raw -522077.696540 + Penalty 2833.299854 = -519244.396686
  nChanged 141
		SP:Iteration 14Q (197064.090000 sec): 3 clusters
  Score: Raw -522178.560025 + Penalty 2833.299854 = -519345.260171
  nChanged 139
		SP:Iteration 15Q (197064.250000 sec): 3 clusters
  Score: Raw -522278.049433 + Penalty 2833.299854 = -519444.749579
  nChanged 139
		SP:Iteration 16Q (197064.420000 sec): 3 clusters
  Score: Raw -522384.690242 + Penalty 2833.299854 = -519551.390388
  nChanged 129
		SP:Iteration 17Q (197064.590000 sec): 3 clusters
  Score: Raw -522479.309304 + Penalty 2833.299854 = -519646.009450
  nChanged 113
		SP:Iteration 18Q (197064.750000 sec): 3 clusters
  Score: Raw -522559.608251 + Penalty 2833.299854 = -519726.308397
  nChanged 94
		SP:Iteration 19Q (197064.970000 sec): 3 clusters
  Score: Raw -522610.309039 + Penalty 2833.299854 = -519777.009185
  nChanged 69
		SP:Iteration 20F (197065.130000 sec): 3 clusters
  Score: Raw -522644.714420 + Penalty 2833.299854 = -519811.414566
  nChanged 48
		SP:Iteration 21Q (197065.300000 sec): 3 clusters
  Score: Raw -522662.989345 + Penalty 2833.299854 = -519829.689491
  nChanged 35
		SP:Iteration 22Q (197065.460000 sec): 3 clusters
  Score: Raw -522677.010897 + Penalty 2833.299854 = -519843.711043
  nChanged 28
		SP:Iteration 23Q (197065.630000 sec): 3 clusters
  Score: Raw -522688.558352 + Penalty 2833.299854 = -519855.258498
  nChanged 28
		SP:Iteration 24Q (197065.790000 sec): 3 clusters
  Score: Raw -522702.573914 + Penalty 2833.299854 = -519869.274060
  nChanged 29
		SP:Iteration 25Q (197065.960000 sec): 3 clusters
  Score: Raw -522717.323534 + Penalty 2833.299854 = -519884.023680
  nChanged 26
		SP:Iteration 26Q (197066.130000 sec): 3 clusters
  Score: Raw -522729.474696 + Penalty 2833.299854 = -519896.174842
  nChanged 27
		SP:Iteration 27Q (197066.290000 sec): 3 clusters
  Score: Raw -522739.830785 + Penalty 2833.299854 = -519906.530931
  nChanged 22
		SP:Iteration 28Q (197066.430000 sec): 3 clusters
  Score: Raw -522748.660831 + Penalty 2833.299854 = -519915.360977
  nChanged 17
		SP:Iteration 29Q (197066.610000 sec): 3 clusters
  Score: Raw -522758.809762 + Penalty 2833.299854 = -519925.509908
  nChanged 31
		SP:Iteration 30Q (197066.710000 sec): 3 clusters
  Score: Raw -522777.684450 + Penalty 2833.299854 = -519944.384596
  nChanged 26
		SP:Iteration 31Q (197066.810000 sec): 3 clusters
  Score: Raw -522792.805818 + Penalty 2833.299854 = -519959.505964
  nChanged 24
		SP:Iteration 32Q (197066.900000 sec): 3 clusters
  Score: Raw -522804.456322 + Penalty 2833.299854 = -519971.156468
  nChanged 19
		SP:Iteration 33Q (197066.990000 sec): 3 clusters
  Score: Raw -522811.297726 + Penalty 2833.299854 = -519977.997872
  nChanged 10
		SP:Iteration 34Q (197067.090000 sec): 3 clusters
  Score: Raw -522814.018451 + Penalty 2833.299854 = -519980.718597
  nChanged 9
		SP:Iteration 35Q (197067.180000 sec): 3 clusters
  Score: Raw -522816.159848 + Penalty 2833.299854 = -519982.859994
  nChanged 4
		SP:Iteration 36Q (197067.370000 sec): 3 clusters
  Score: Raw -522817.270310 + Penalty 2833.299854 = -519983.970456
  nChanged 5
		SP:Iteration 37Q (197067.530000 sec): 3 clusters
  Score: Raw -522818.145712 + Penalty 2833.299854 = -519984.845858
  nChanged 5
		SP:Iteration 38Q (197067.700000 sec): 3 clusters
  Score: Raw -522819.353664 + Penalty 2833.299854 = -519986.053810
  nChanged 3
		SP:Iteration 39Q (197067.870000 sec): 3 clusters
  Score: Raw -522819.906303 + Penalty 2833.299854 = -519986.606449
  nChanged 1
		SP:Iteration 40F (197068.030000 sec): 3 clusters
  Score: Raw -522820.243218 + Penalty 2833.299854 = -519986.943364
  nChanged 2
		SP:Iteration 41Q (197068.170000 sec): 3 clusters
  Score: Raw -522820.659850 + Penalty 2833.299854 = -519987.359996
  nChanged 2
		SP:Iteration 42Q (197068.370000 sec): 3 clusters
  Score: Raw -522820.821162 + Penalty 2833.299854 = -519987.521308
  nChanged 0
		SP:Iteration 43F (197068.530000 sec): 3 clusters
  Score: Raw -522820.821162 + Penalty 2833.299854 = -519987.521308
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 116 (2185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (197068.590000 sec): 2 clusters
  Score: Raw -214298.442675 + Penalty 1249.522805 = -213048.919870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (197068.770000 sec): 3 clusters
  Score: Raw -213349.928976 + Penalty 2499.045610 = -210850.883366
  nChanged 790
		SP:Iteration 1F (197068.940000 sec): 3 clusters
  Score: Raw -213815.860774 + Penalty 2499.045610 = -211316.815164
  nChanged 152
		SP:Iteration 2F (197069.120000 sec): 3 clusters
  Score: Raw -213929.717352 + Penalty 2499.045610 = -211430.671742
  nChanged 104
		SP:Iteration 3Q (197069.290000 sec): 3 clusters
  Score: Raw -214010.518959 + Penalty 2499.045610 = -211511.473349
  nChanged 81
		SP:Iteration 4Q (197069.470000 sec): 3 clusters
  Score: Raw -214062.601547 + Penalty 2499.045610 = -211563.555937
  nChanged 51
		SP:Iteration 5Q (197069.650000 sec): 3 clusters
  Score: Raw -214093.846746 + Penalty 2499.045610 = -211594.801136
  nChanged 46
		SP:Iteration 6Q (197069.820000 sec): 3 clusters
  Score: Raw -214120.199661 + Penalty 2499.045610 = -211621.154051
  nChanged 34
		SP:Iteration 7Q (197070.000000 sec): 3 clusters
  Score: Raw -214136.963213 + Penalty 2499.045610 = -211637.917603
  nChanged 30
		SP:Iteration 8Q (197070.180000 sec): 3 clusters
  Score: Raw -214151.887274 + Penalty 2499.045610 = -211652.841664
  nChanged 23
		SP:Iteration 9Q (197070.350000 sec): 3 clusters
  Score: Raw -214163.896359 + Penalty 2499.045610 = -211664.850749
  nChanged 16
		SP:Iteration 10Q (197070.530000 sec): 3 clusters
  Score: Raw -214170.299065 + Penalty 2499.045610 = -211671.253455
  nChanged 10
		SP:Iteration 11Q (197070.700000 sec): 3 clusters
  Score: Raw -214174.697773 + Penalty 2499.045610 = -211675.652163
  nChanged 11
		SP:Iteration 12Q (197070.880000 sec): 3 clusters
  Score: Raw -214179.921913 + Penalty 2499.045610 = -211680.876303
  nChanged 12
		SP:Iteration 13Q (197071.060000 sec): 3 clusters
  Score: Raw -214185.337751 + Penalty 2499.045610 = -211686.292141
  nChanged 9
		SP:Iteration 14Q (197071.230000 sec): 3 clusters
  Score: Raw -214188.632440 + Penalty 2499.045610 = -211689.586830
  nChanged 9
		SP:Iteration 15Q (197071.410000 sec): 3 clusters
  Score: Raw -214190.949440 + Penalty 2499.045610 = -211691.903830
  nChanged 7
		SP:Iteration 16Q (197071.580000 sec): 3 clusters
  Score: Raw -214193.006992 + Penalty 2499.045610 = -211693.961382
  nChanged 4
		SP:Iteration 17Q (197071.760000 sec): 3 clusters
  Score: Raw -214193.883559 + Penalty 2499.045610 = -211694.837949
  nChanged 2
		SP:Iteration 18Q (197071.940000 sec): 3 clusters
  Score: Raw -214194.903227 + Penalty 2499.045610 = -211695.857617
  nChanged 4
		SP:Iteration 19Q (197072.110000 sec): 3 clusters
  Score: Raw -214196.282337 + Penalty 2499.045610 = -211697.236727
  nChanged 2
		SP:Iteration 20F (197072.290000 sec): 3 clusters
  Score: Raw -214197.634286 + Penalty 2499.045610 = -211698.588676
  nChanged 4
		SP:Iteration 21Q (197072.460000 sec): 3 clusters
  Score: Raw -214199.037149 + Penalty 2499.045610 = -211699.991539
  nChanged 4
		SP:Iteration 22Q (197072.640000 sec): 3 clusters
  Score: Raw -214200.236058 + Penalty 2499.045610 = -211701.190448
  nChanged 4
		SP:Iteration 23Q (197072.820000 sec): 3 clusters
  Score: Raw -214201.566964 + Penalty 2499.045610 = -211702.521354
  nChanged 3
		SP:Iteration 24Q (197072.990000 sec): 3 clusters
  Score: Raw -214202.769065 + Penalty 2499.045610 = -211703.723455
  nChanged 3
		SP:Iteration 25Q (197073.170000 sec): 3 clusters
  Score: Raw -214204.392390 + Penalty 2499.045610 = -211705.346780
  nChanged 4
		SP:Iteration 26Q (197073.340000 sec): 3 clusters
  Score: Raw -214205.247403 + Penalty 2499.045610 = -211706.201794
  nChanged 4
		SP:Iteration 27Q (197073.520000 sec): 3 clusters
  Score: Raw -214206.551620 + Penalty 2499.045610 = -211707.506010
  nChanged 4
		SP:Iteration 28Q (197073.700000 sec): 3 clusters
  Score: Raw -214207.617009 + Penalty 2499.045610 = -211708.571399
  nChanged 2
		SP:Iteration 29Q (197073.870000 sec): 3 clusters
  Score: Raw -214208.452351 + Penalty 2499.045610 = -211709.406741
  nChanged 2
		SP:Iteration 30Q (197074.050000 sec): 3 clusters
  Score: Raw -214208.788142 + Penalty 2499.045610 = -211709.742533
  nChanged 0
		SP:Iteration 31F (197074.220000 sec): 3 clusters
  Score: Raw -214208.788142 + Penalty 2499.045610 = -211709.742533
  nChanged 0
Memory request: 0.00 GB would take us to total of 4.19 GB.

 Trying to split cluster 117 (5871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (197074.320000 sec): 2 clusters
  Score: Raw -516280.458819 + Penalty 1410.139292 = -514870.319528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (197074.500000 sec): 3 clusters
  Score: Raw -513119.859562 + Penalty 2820.278583 = -510299.580979
  nChanged 2437
		SP:Iteration 1F (197074.670000 sec): 3 clusters
  Score: Raw -514528.606160 + Penalty 2820.278583 = -511708.327576
  nChanged 453
		SP:Iteration 2F (197074.840000 sec): 3 clusters
  Score: Raw -514797.206416 + Penalty 2820.278583 = -511976.927833
  nChanged 370
		SP:Iteration 3F (197075.010000 sec): 3 clusters
  Score: Raw -515013.040964 + Penalty 2820.278583 = -512192.762380
  nChanged 312
		SP:Iteration 4F (197075.180000 sec): 3 clusters
  Score: Raw -515202.151115 + Penalty 2820.278583 = -512381.872532
  nChanged 291
		SP:Iteration 5Q (197075.350000 sec): 3 clusters
  Score: Raw -515381.498160 + Penalty 2820.278583 = -512561.219577
  nChanged 245
		SP:Iteration 6Q (197075.520000 sec): 3 clusters
  Score: Raw -515530.358464 + Penalty 2820.278583 = -512710.079880
  nChanged 215
		SP:Iteration 7Q (197075.690000 sec): 3 clusters
  Score: Raw -515663.758156 + Penalty 2820.278583 = -512843.479573
  nChanged 196
		SP:Iteration 8Q (197075.860000 sec): 3 clusters
  Score: Raw -515774.798938 + Penalty 2820.278583 = -512954.520355
  nChanged 154
		SP:Iteration 9Q (197076.020000 sec): 3 clusters
  Score: Raw -515870.901881 + Penalty 2820.278583 = -513050.623298
  nChanged 144
		SP:Iteration 10Q (197076.200000 sec): 3 clusters
  Score: Raw -515953.885417 + Penalty 2820.278583 = -513133.606833
  nChanged 115
		SP:Iteration 11Q (197076.360000 sec): 3 clusters
  Score: Raw -516022.589335 + Penalty 2820.278583 = -513202.310752
  nChanged 109
		SP:Iteration 12Q (197076.510000 sec): 3 clusters
  Score: Raw -516087.023666 + Penalty 2820.278583 = -513266.745083
  nChanged 100
		SP:Iteration 13Q (197076.620000 sec): 3 clusters
  Score: Raw -516141.443567 + Penalty 2820.278583 = -513321.164984
  nChanged 75
		SP:Iteration 14Q (197076.720000 sec): 3 clusters
  Score: Raw -516181.502611 + Penalty 2820.278583 = -513361.224028
  nChanged 77
		SP:Iteration 15Q (197076.820000 sec): 3 clusters
  Score: Raw -516226.681051 + Penalty 2820.278583 = -513406.402468
  nChanged 72
		SP:Iteration 16Q (197077.000000 sec): 3 clusters
  Score: Raw -516268.909537 + Penalty 2820.278583 = -513448.630954
  nChanged 68
		SP:Iteration 17Q (197077.220000 sec): 3 clusters
  Score: Raw -516299.378261 + Penalty 2820.278583 = -513479.099677
  nChanged 51
		SP:Iteration 18Q (197077.380000 sec): 3 clusters
  Score: Raw -516323.006300 + Penalty 2820.278583 = -513502.727717
  nChanged 36
		SP:Iteration 19Q (197077.550000 sec): 3 clusters
  Score: Raw -516340.471628 + Penalty 2820.278583 = -513520.193044
  nChanged 32
		SP:Iteration 20F (197077.720000 sec): 3 clusters
  Score: Raw -516354.521847 + Penalty 2820.278583 = -513534.243263
  nChanged 27
		SP:Iteration 21Q (197077.890000 sec): 3 clusters
  Score: Raw -516364.903617 + Penalty 2820.278583 = -513544.625034
  nChanged 16
		SP:Iteration 22Q (197078.060000 sec): 3 clusters
  Score: Raw -516370.893805 + Penalty 2820.278583 = -513550.615222
  nChanged 13
		SP:Iteration 23Q (197078.230000 sec): 3 clusters
  Score: Raw -516377.412252 + Penalty 2820.278583 = -513557.133669
  nChanged 17
		SP:Iteration 24Q (197078.400000 sec): 3 clusters
  Score: Raw -516387.053018 + Penalty 2820.278583 = -513566.774434
  nChanged 16
		SP:Iteration 25Q (197078.610000 sec): 3 clusters
  Score: Raw -516394.022322 + Penalty 2820.278583 = -513573.743739
  nChanged 11
		SP:Iteration 26Q (197078.800000 sec): 3 clusters
  Score: Raw -516398.276064 + Penalty 2820.278583 = -513577.997481
  nChanged 10
		SP:Iteration 27Q (197079.020000 sec): 3 clusters
  Score: Raw -516401.268088 + Penalty 2820.278583 = -513580.989505
  nChanged 6
		SP:Iteration 28Q (197079.190000 sec): 3 clusters
  Score: Raw -516402.926539 + Penalty 2820.278583 = -513582.647956
  nChanged 7
		SP:Iteration 29Q (197079.330000 sec): 3 clusters
  Score: Raw -516405.457001 + Penalty 2820.278583 = -513585.178418
  nChanged 8
		SP:Iteration 30Q (197079.510000 sec): 3 clusters
  Score: Raw -516410.337295 + Penalty 2820.278583 = -513590.058712
  nChanged 10
		SP:Iteration 31Q (197079.610000 sec): 3 clusters
  Score: Raw -516415.168637 + Penalty 2820.278583 = -513594.890054
  nChanged 11
		SP:Iteration 32Q (197079.810000 sec): 3 clusters
  Score: Raw -516421.162579 + Penalty 2820.278583 = -513600.883996
  nChanged 8
		SP:Iteration 33Q (197080.030000 sec): 3 clusters
  Score: Raw -516426.344977 + Penalty 2820.278583 = -513606.066394
  nChanged 11
		SP:Iteration 34Q (197080.210000 sec): 3 clusters
  Score: Raw -516431.020102 + Penalty 2820.278583 = -513610.741518
  nChanged 8
		SP:Iteration 35Q (197080.380000 sec): 3 clusters
  Score: Raw -516434.435353 + Penalty 2820.278583 = -513614.156770
  nChanged 7
		SP:Iteration 36Q (197080.520000 sec): 3 clusters
  Score: Raw -516437.739200 + Penalty 2820.278583 = -513617.460617
  nChanged 7
		SP:Iteration 37Q (197080.690000 sec): 3 clusters
  Score: Raw -516440.172954 + Penalty 2820.278583 = -513619.894371
  nChanged 5
		SP:Iteration 38Q (197080.900000 sec): 3 clusters
  Score: Raw -516443.598830 + Penalty 2820.278583 = -513623.320247
  nChanged 8
		SP:Iteration 39Q (197081.070000 sec): 3 clusters
  Score: Raw -516447.027298 + Penalty 2820.278583 = -513626.748715
  nChanged 8
		SP:Iteration 40F (197081.240000 sec): 3 clusters
  Score: Raw -516450.138318 + Penalty 2820.278583 = -513629.859735
  nChanged 7
		SP:Iteration 41Q (197081.410000 sec): 3 clusters
  Score: Raw -516452.750079 + Penalty 2820.278583 = -513632.471496
  nChanged 9
		SP:Iteration 42Q (197081.580000 sec): 3 clusters
  Score: Raw -516458.262585 + Penalty 2820.278583 = -513637.984002
  nChanged 12
		SP:Iteration 43Q (197081.750000 sec): 3 clusters
  Score: Raw -516465.643070 + Penalty 2820.278583 = -513645.364487
  nChanged 14
		SP:Iteration 44Q (197081.920000 sec): 3 clusters
  Score: Raw -516473.028568 + Penalty 2820.278583 = -513652.749985
  nChanged 8
		SP:Iteration 45Q (197082.080000 sec): 3 clusters
  Score: Raw -516476.547312 + Penalty 2820.278583 = -513656.268729
  nChanged 7
		SP:Iteration 46Q (197082.280000 sec): 3 clusters
  Score: Raw -516480.050980 + Penalty 2820.278583 = -513659.772396
  nChanged 8
		SP:Iteration 47Q (197082.460000 sec): 3 clusters
  Score: Raw -516482.817880 + Penalty 2820.278583 = -513662.539297
  nChanged 4
		SP:Iteration 48Q (197082.630000 sec): 3 clusters
  Score: Raw -516483.802617 + Penalty 2820.278583 = -513663.524033
  nChanged 2
		SP:Iteration 49Q (197082.800000 sec): 3 clusters
  Score: Raw -516484.573638 + Penalty 2820.278583 = -513664.295055
  nChanged 2
		SP:Iteration 50Q (197082.970000 sec): 3 clusters
  Score: Raw -516485.571248 + Penalty 2820.278583 = -513665.292664
  nChanged 1
		SP:Iteration 51Q (197083.140000 sec): 3 clusters
  Score: Raw -516486.443055 + Penalty 2820.278583 = -513666.164471
  nChanged 3
		SP:Iteration 52Q (197083.310000 sec): 3 clusters
  Score: Raw -516488.394460 + Penalty 2820.278583 = -513668.115877
  nChanged 3
		SP:Iteration 53Q (197083.480000 sec): 3 clusters
  Score: Raw -516490.805885 + Penalty 2820.278583 = -513670.527301
  nChanged 4
		SP:Iteration 54Q (197083.640000 sec): 3 clusters
  Score: Raw -516493.485327 + Penalty 2820.278583 = -513673.206744
  nChanged 8
		SP:Iteration 55Q (197083.810000 sec): 3 clusters
  Score: Raw -516498.418965 + Penalty 2820.278583 = -513678.140382
  nChanged 8
		SP:Iteration 56Q (197083.980000 sec): 3 clusters
  Score: Raw -516503.746359 + Penalty 2820.278583 = -513683.467776
  nChanged 7
		SP:Iteration 57Q (197084.150000 sec): 3 clusters
  Score: Raw -516506.479498 + Penalty 2820.278583 = -513686.200915
  nChanged 3
		SP:Iteration 58Q (197084.320000 sec): 3 clusters
  Score: Raw -516507.712434 + Penalty 2820.278583 = -513687.433851
  nChanged 6
		SP:Iteration 59Q (197084.530000 sec): 3 clusters
  Score: Raw -516510.906976 + Penalty 2820.278583 = -513690.628392
  nChanged 2
		SP:Iteration 60F (197084.720000 sec): 3 clusters
  Score: Raw -516512.056752 + Penalty 2820.278583 = -513691.778169
  nChanged 4
		SP:Iteration 61Q (197084.850000 sec): 3 clusters
  Score: Raw -516514.604827 + Penalty 2820.278583 = -513694.326244
  nChanged 3
		SP:Iteration 62Q (197085.040000 sec): 3 clusters
  Score: Raw -516516.151064 + Penalty 2820.278583 = -513695.872481
  nChanged 2
		SP:Iteration 63Q (197085.230000 sec): 3 clusters
  Score: Raw -516516.888862 + Penalty 2820.278583 = -513696.610279
  nChanged 3
		SP:Iteration 64Q (197085.440000 sec): 3 clusters
  Score: Raw -516517.740445 + Penalty 2820.278583 = -513697.461862
  nChanged 1
		SP:Iteration 65Q (197085.630000 sec): 3 clusters
  Score: Raw -516518.273779 + Penalty 2820.278583 = -513697.995195
  nChanged 2
		SP:Iteration 66Q (197085.840000 sec): 3 clusters
  Score: Raw -516518.909281 + Penalty 2820.278583 = -513698.630697
  nChanged 1
		SP:Iteration 67Q (197086.020000 sec): 3 clusters
  Score: Raw -516519.237935 + Penalty 2820.278583 = -513698.959352
  nChanged 1
		SP:Iteration 68Q (197086.200000 sec): 3 clusters
  Score: Raw -516519.412073 + Penalty 2820.278583 = -513699.133489
  nChanged 0
		SP:Iteration 69F (197086.370000 sec): 3 clusters
  Score: Raw -516519.412073 + Penalty 2820.278583 = -513699.133489
  nChanged 0
------ Evaluating fit on full set of 1739456 points ------
  Score: Raw -141027168.020944 + Penalty 273192.190131 = -140753975.830813
Time taken for this iteration:93578.820000 seconds.
 21->118 Clusters: Score -140753975.830813, best is -140750941.071625
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 142151 (time per iteration =141.241155 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 924055023168.000000 (time per metric unit =21.727680ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 22177320556032.000000 (time per metric unit=905.319984ps)

That took 20077.571487 seconds.
